diff --git a/.gitattributes b/.gitattributes deleted file mode 100644 index 0db043a42..000000000 --- a/.gitattributes +++ /dev/null @@ -1,5 +0,0 @@ -3.build-hetnets/hetnets/interpret_nodes.tsv filter=lfs diff=lfs merge=lfs -text -3.build-hetnets/results/interpret_node_degrees.xlsx filter=lfs diff=lfs merge=lfs -text -*.bz2 filter=lfs diff=lfs merge=lfs -text -*.gz filter=lfs diff=lfs merge=lfs -text -0.expression-download/download/grein_count_matrix.pkl filter=lfs diff=lfs merge=lfs -text diff --git a/.gitignore b/.gitignore deleted file mode 100644 index 3a4f9d321..000000000 --- a/.gitignore +++ /dev/null @@ -1,9 +0,0 @@ -__pycache__ -.Rhistory -*Rplots.pdf -.ipynb_checkpoints/ -.idea -*msigdb.v6.1.symbols.gmt -*msigdb.v6.1.entrez.gmt -.DS_Store -*.svg diff --git a/0.expression-download/1A.download-pancanatlas-data.ipynb b/0.expression-download/1A.download-pancanatlas-data.ipynb deleted file mode 100644 index 9ddb88c7d..000000000 --- a/0.expression-download/1A.download-pancanatlas-data.ipynb +++ /dev/null @@ -1,93 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Download TCGA PanCanAtlas Data for Compression\n", - "\n", - "The notebook downloads gene expression and clinical data from The Cancer Genome Atlas PanCanAtlas project. The data is accessed directly from the [Genome Data Commons](https://gdc.cancer.gov/about-data/publications/pancanatlas)." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "from urllib.request import urlretrieve" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "url = 'http://api.gdc.cancer.gov/data/9a4679c3-855d-4055-8be9-3577ce10f66e'\n", - "name = 'EBPlusPlusAdjustPANCAN_IlluminaHiSeq_RNASeqV2-v2.geneExp.tsv'\n", - "path = os.path.join('download', name)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "('download/EBPlusPlusAdjustPANCAN_IlluminaHiSeq_RNASeqV2-v2.geneExp.tsv',\n", - " )" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "urlretrieve(url, path)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "d455f4be62a65b282974e74dbffda94d31d35a5c238ecb32c625dc459883f5cf download/EBPlusPlusAdjustPANCAN_IlluminaHiSeq_RNASeqV2-v2.geneExp.tsv\r\n" - ] - } - ], - "source": [ - "! sha256sum 'download/EBPlusPlusAdjustPANCAN_IlluminaHiSeq_RNASeqV2-v2.geneExp.tsv'" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python [conda env:biobombe]", - "language": "python", - "name": "conda-env-biobombe-py" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.7" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/0.expression-download/1B.download-target-data.ipynb b/0.expression-download/1B.download-target-data.ipynb deleted file mode 100644 index 8136592f3..000000000 --- a/0.expression-download/1B.download-target-data.ipynb +++ /dev/null @@ -1,196 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Download TARGET Pan Cancer Data for Compression\n", - "\n", - "The notebook downloads gene expression and clinical data from The TARGET project. The data is downloaded from [UCSC Xena](https://xenabrowser.net/datapages/?dataset=target_RSEM_gene_fpkm&host=https%3A%2F%2Ftoil.xenahubs.net).\n", - "\n", - "The data is in `log2(FPKM)` RSEM transformed." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "from urllib.request import urlretrieve" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# Get Gene Expression Data\n", - "url = 'https://toil.xenahubs.net/download/'\n", - "name = 'target_RSEM_gene_fpkm.gz'\n", - "\n", - "path = os.path.join('download', name)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "('download/target_RSEM_gene_fpkm.gz',\n", - " )" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "urlretrieve('{}{}'.format(url, name), path)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "4584cca6e5befebaead5f1865f23f517321dfc52cf9e752d87219f0bc33a14fc download/target_RSEM_gene_fpkm.gz\r\n" - ] - } - ], - "source": [ - "! sha256sum 'download/target_RSEM_gene_fpkm.gz'" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "# Get Probe Mappings\n", - "name = 'gencode.v23.annotation.gene.probemap'\n", - "\n", - "path = os.path.join('download', name)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "('download/gencode.v23.annotation.gene.probemap',\n", - " )" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "urlretrieve('{}probeMap/{}'.format(url, name), path)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "6783ea58791ae876efb697889a042cc7be8e32e40fc01191c622ef25d9416931 download/gencode.v23.annotation.gene.probemap\r\n" - ] - } - ], - "source": [ - "! sha256sum 'download/gencode.v23.annotation.gene.probemap'" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "# Get Sample Identifiers\n", - "name = 'TARGET_phenotype.gz'\n", - "\n", - "path = os.path.join('download', name)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "('download/TARGET_phenotype.gz', )" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "urlretrieve('{}{}'.format(url, name), path)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "b52ec780daaa940dbfdd76f5f764cde2567ba6e6acbbab7e889030ef9474a5cc download/TARGET_phenotype.gz\r\n" - ] - } - ], - "source": [ - "! sha256sum 'download/TARGET_phenotype.gz'" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python [conda env:biobombe]", - "language": "python", - "name": "conda-env-biobombe-py" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.7" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/0.expression-download/1C.download-gtex-phenotype-data.ipynb b/0.expression-download/1C.download-gtex-phenotype-data.ipynb deleted file mode 100644 index a6a1fe5f0..000000000 --- a/0.expression-download/1C.download-gtex-phenotype-data.ipynb +++ /dev/null @@ -1,142 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Download GTEx Phenotype Data\n", - "\n", - "**Gregory Way, 2019**" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "from urllib.request import urlretrieve" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "name = \"GTEx_v7_Annotations_SubjectPhenotypesDS.txt\"\n", - "url = \"https://storage.googleapis.com/gtex_analysis_v7/annotations/{}\".format(name)\n", - "path = os.path.join('download', name)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "('download/GTEx_v7_Annotations_SubjectPhenotypesDS.txt',\n", - " )" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "urlretrieve(url, path)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "73d9180f604c17e6c211ca1694dc9ff7 ../0.expression-download/download/GTEx_v7_Annotations_SubjectPhenotypesDS.txt\r\n" - ] - } - ], - "source": [ - "! md5sum ../0.expression-download/download/GTEx_v7_Annotations_SubjectPhenotypesDS.txt" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "name = \"GTEx_v7_Annotations_SampleAttributesDS.txt\"\n", - "url = \"https://storage.googleapis.com/gtex_analysis_v7/annotations/{}\".format(name)\n", - "path = os.path.join('download', name)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "('download/GTEx_v7_Annotations_SampleAttributesDS.txt',\n", - " )" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "urlretrieve(url, path)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "80f2b89d45843abb0a0dc39d5054530c ../0.expression-download/download/GTEx_v7_Annotations_SampleAttributesDS.txt\r\n" - ] - } - ], - "source": [ - "! md5sum ../0.expression-download/download/GTEx_v7_Annotations_SampleAttributesDS.txt" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python [conda env:biobombe]", - "language": "python", - "name": "conda-env-biobombe-py" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.7" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/0.expression-download/1D.dowload-grein-data.ipynb b/0.expression-download/1D.dowload-grein-data.ipynb deleted file mode 100644 index df487329a..000000000 --- a/0.expression-download/1D.dowload-grein-data.ipynb +++ /dev/null @@ -1,579 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 26, - "id": "6067bdcc", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-08T17:43:23.184640Z", - "start_time": "2024-07-08T17:43:22.996866Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/home/paperspace/biobombe/0.expression-download\n" - ] - } - ], - "source": [ - "# To install the grein_loader package\n", - "#!pip install grein_loader\n", - "!pwd" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "id": "331a0f21", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-12T16:54:48.746158Z", - "start_time": "2024-07-12T16:54:48.387365Z" - } - }, - "outputs": [], - "source": [ - "import grein_loader as loader\n", - "import pandas as pd\n", - "import os\n", - "import time" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "id": "269899538ef2705f", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-12T17:11:10.752547Z", - "start_time": "2024-07-12T17:11:10.749678Z" - } - }, - "outputs": [], - "source": [ - "# Load log file from disk to see if this data has already been added\n", - "def load_log(logFile):\n", - " log = pd.read_csv(logFile, names=[\"GSE\", \"status\"])\n", - " log = log[log[\"status\"] == \"end\"]\n", - " return set(log[\"GSE\"].unique())" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "outputs": [], - "source": [ - "def load_data(geo_accession, count_matrix_df):\n", - " description, metadata, count_matrix = loader.load_dataset(geo_accession)\n", - " \n", - " # Merge in to existing count matrix DF\n", - " if count_matrix_df.empty:\n", - " return count_matrix\n", - " else:\n", - " return pd.merge(count_matrix_human_df, count_matrix, how='left', on=[\"gene\", \"gene_symbol\"])" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-07-12T17:07:56.561516Z", - "start_time": "2024-07-12T17:07:56.559187Z" - } - }, - "id": "19c8219892618b53" - }, - { - "cell_type": "code", - "execution_count": 29, - "id": "d7c098d1", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-12T17:13:13.465724Z", - "start_time": "2024-07-12T17:13:08.745057Z" - } - }, - "outputs": [], - "source": [ - "# Loading grein overview\n", - "\n", - "# loading a subset of the data\n", - "# number_of_datasets = 1000\n", - "# overview = loader.load_overview(number_of_datasets)\n", - "\n", - "# loading all the data\n", - "overview = loader.load_overview(5)\n", - "\n", - "# Accessing the geo_accession ID and study species from overview\n", - "geo_accession_ids = []\n", - "species = []\n", - "for i in range(len(overview)):\n", - " geo_accession_ids.append(overview[i]['geo_accession'])\n", - " species.append(overview[i]['species'])" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "id": "404ed391", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-12T17:13:14.699046Z", - "start_time": "2024-07-12T17:13:14.694038Z" - } - }, - "outputs": [], - "source": [ - "# saving the species in each GSE\n", - "GSE_species = {'geo_accession_id': geo_accession_ids, 'species': species}\n", - "GSE_species_df = pd.DataFrame.from_dict(GSE_species)" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "id": "3237f570", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-12T17:13:19.920023Z", - "start_time": "2024-07-12T17:13:19.891577Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "...loading human data\n" - ] - } - ], - "source": [ - "# Prepare to download human data\n", - "\n", - "# Filter dataframe for human data only\n", - "GSE_species_df_filtered = GSE_species_df[GSE_species_df['species'] == 'Homo sapiens']\n", - "\n", - "GSE_species_df_filtered\n", - "\n", - "# Check if there is already expression data downloaded or whether we are starting fresh\n", - "humanLog = \"greinLoadHuman.log\"\n", - "humanData = \"download/grein_count_matrix_human.pkl\"\n", - "if os.path.exists(humanLog) and os.path.exists(humanData): \n", - " print(\"...loading human data\")\n", - " count_matrix_human_df = pd.read_pickle(humanData)\n", - " completed = load_log(humanLog)\n", - "else:\n", - " print(\"starting human download from scratch\")\n", - " count_matrix_human_df = pd.DataFrame()\n", - " completed = set()\n", - " !touch {humanLog}" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "id": "d7e11f7f", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-12T17:13:26.243195Z", - "start_time": "2024-07-12T17:13:23.524572Z" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Already done: GSE100007\n", - "Already done: GSE100027\n", - "Already done: GSE100040\n", - "********* | GSE100075 | ***********\n" - ] - }, - { - "ename": "KeyboardInterrupt", - "evalue": "", - "output_type": "error", - "traceback": [ - "\u001B[0;31m---------------------------------------------------------------------------\u001B[0m", - "\u001B[0;31mKeyboardInterrupt\u001B[0m Traceback (most recent call last)", - "Cell \u001B[0;32mIn[32], line 14\u001B[0m\n\u001B[1;32m 11\u001B[0m \u001B[38;5;28mprint\u001B[39m(\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m********* |\u001B[39m\u001B[38;5;124m\"\u001B[39m, geo_accession, \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m| ***********\u001B[39m\u001B[38;5;124m\"\u001B[39m)\n\u001B[1;32m 12\u001B[0m logfile\u001B[38;5;241m.\u001B[39mwrite(geo_accession \u001B[38;5;241m+\u001B[39m \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m,start\u001B[39m\u001B[38;5;130;01m\\n\u001B[39;00m\u001B[38;5;124m\"\u001B[39m)\n\u001B[0;32m---> 14\u001B[0m count_matrix_human_df \u001B[38;5;241m=\u001B[39m load_data(geo_accession, count_matrix_human_df)\n\u001B[1;32m 16\u001B[0m logfile\u001B[38;5;241m.\u001B[39mwrite(geo_accession \u001B[38;5;241m+\u001B[39m \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m,write\u001B[39m\u001B[38;5;130;01m\\n\u001B[39;00m\u001B[38;5;124m\"\u001B[39m)\n\u001B[1;32m 17\u001B[0m count_matrix_human_df\u001B[38;5;241m.\u001B[39mto_pickle(humanData)\n", - "Cell \u001B[0;32mIn[16], line 2\u001B[0m, in \u001B[0;36mload_data\u001B[0;34m(geo_accession, count_matrix_df)\u001B[0m\n\u001B[1;32m 1\u001B[0m \u001B[38;5;28;01mdef\u001B[39;00m \u001B[38;5;21mload_data\u001B[39m(geo_accession, count_matrix_df):\n\u001B[0;32m----> 2\u001B[0m description, metadata, count_matrix \u001B[38;5;241m=\u001B[39m loader\u001B[38;5;241m.\u001B[39mload_dataset(geo_accession)\n\u001B[1;32m 4\u001B[0m \u001B[38;5;66;03m# Merge in to existing count matrix DF\u001B[39;00m\n\u001B[1;32m 5\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m count_matrix_df\u001B[38;5;241m.\u001B[39mempty:\n", - "File \u001B[0;32m~/anaconda3/lib/python3.11/site-packages/grein_loader/load_dataset.py:83\u001B[0m, in \u001B[0;36mload_dataset\u001B[0;34m(gse_id, download_type)\u001B[0m\n\u001B[1;32m 81\u001B[0m config \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;01mNone\u001B[39;00m\n\u001B[1;32m 82\u001B[0m ACK_flag \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;01mFalse\u001B[39;00m\n\u001B[0;32m---> 83\u001B[0m \u001B[38;5;28;01mfor\u001B[39;00m line \u001B[38;5;129;01min\u001B[39;00m lines:\n\u001B[1;32m 84\u001B[0m line_content \u001B[38;5;241m=\u001B[39m line\u001B[38;5;241m.\u001B[39mdecode()\n\u001B[1;32m 85\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m line_content\u001B[38;5;241m.\u001B[39mstartswith(\u001B[38;5;124m'\u001B[39m\u001B[38;5;124ma[\u001B[39m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m0#0|m|\u001B[39m\u001B[38;5;124m'\u001B[39m): \u001B[38;5;66;03m# search for config parameter to parse sessionId\u001B[39;00m\n", - "File \u001B[0;32m~/anaconda3/lib/python3.11/site-packages/requests/models.py:869\u001B[0m, in \u001B[0;36mResponse.iter_lines\u001B[0;34m(self, chunk_size, decode_unicode, delimiter)\u001B[0m\n\u001B[1;32m 860\u001B[0m \u001B[38;5;250m\u001B[39m\u001B[38;5;124;03m\"\"\"Iterates over the response data, one line at a time. When\u001B[39;00m\n\u001B[1;32m 861\u001B[0m \u001B[38;5;124;03mstream=True is set on the request, this avoids reading the\u001B[39;00m\n\u001B[1;32m 862\u001B[0m \u001B[38;5;124;03mcontent at once into memory for large responses.\u001B[39;00m\n\u001B[1;32m 863\u001B[0m \n\u001B[1;32m 864\u001B[0m \u001B[38;5;124;03m.. note:: This method is not reentrant safe.\u001B[39;00m\n\u001B[1;32m 865\u001B[0m \u001B[38;5;124;03m\"\"\"\u001B[39;00m\n\u001B[1;32m 867\u001B[0m pending \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;01mNone\u001B[39;00m\n\u001B[0;32m--> 869\u001B[0m \u001B[38;5;28;01mfor\u001B[39;00m chunk \u001B[38;5;129;01min\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39miter_content(\n\u001B[1;32m 870\u001B[0m chunk_size\u001B[38;5;241m=\u001B[39mchunk_size, decode_unicode\u001B[38;5;241m=\u001B[39mdecode_unicode\n\u001B[1;32m 871\u001B[0m ):\n\u001B[1;32m 872\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m pending \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m:\n\u001B[1;32m 873\u001B[0m chunk \u001B[38;5;241m=\u001B[39m pending \u001B[38;5;241m+\u001B[39m chunk\n", - "File \u001B[0;32m~/anaconda3/lib/python3.11/site-packages/requests/models.py:820\u001B[0m, in \u001B[0;36mResponse.iter_content..generate\u001B[0;34m()\u001B[0m\n\u001B[1;32m 818\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mhasattr\u001B[39m(\u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mraw, \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mstream\u001B[39m\u001B[38;5;124m\"\u001B[39m):\n\u001B[1;32m 819\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m--> 820\u001B[0m \u001B[38;5;28;01myield from\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mraw\u001B[38;5;241m.\u001B[39mstream(chunk_size, decode_content\u001B[38;5;241m=\u001B[39m\u001B[38;5;28;01mTrue\u001B[39;00m)\n\u001B[1;32m 821\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m ProtocolError \u001B[38;5;28;01mas\u001B[39;00m e:\n\u001B[1;32m 822\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m ChunkedEncodingError(e)\n", - "File \u001B[0;32m~/anaconda3/lib/python3.11/site-packages/urllib3/response.py:1040\u001B[0m, in \u001B[0;36mHTTPResponse.stream\u001B[0;34m(self, amt, decode_content)\u001B[0m\n\u001B[1;32m 1024\u001B[0m \u001B[38;5;250m\u001B[39m\u001B[38;5;124;03m\"\"\"\u001B[39;00m\n\u001B[1;32m 1025\u001B[0m \u001B[38;5;124;03mA generator wrapper for the read() method. A call will block until\u001B[39;00m\n\u001B[1;32m 1026\u001B[0m \u001B[38;5;124;03m``amt`` bytes have been read from the connection or until the\u001B[39;00m\n\u001B[0;32m (...)\u001B[0m\n\u001B[1;32m 1037\u001B[0m \u001B[38;5;124;03m 'content-encoding' header.\u001B[39;00m\n\u001B[1;32m 1038\u001B[0m \u001B[38;5;124;03m\"\"\"\u001B[39;00m\n\u001B[1;32m 1039\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mchunked \u001B[38;5;129;01mand\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39msupports_chunked_reads():\n\u001B[0;32m-> 1040\u001B[0m \u001B[38;5;28;01myield from\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mread_chunked(amt, decode_content\u001B[38;5;241m=\u001B[39mdecode_content)\n\u001B[1;32m 1041\u001B[0m \u001B[38;5;28;01melse\u001B[39;00m:\n\u001B[1;32m 1042\u001B[0m \u001B[38;5;28;01mwhile\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m is_fp_closed(\u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_fp) \u001B[38;5;129;01mor\u001B[39;00m \u001B[38;5;28mlen\u001B[39m(\u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_decoded_buffer) \u001B[38;5;241m>\u001B[39m \u001B[38;5;241m0\u001B[39m:\n", - "File \u001B[0;32m~/anaconda3/lib/python3.11/site-packages/urllib3/response.py:1184\u001B[0m, in \u001B[0;36mHTTPResponse.read_chunked\u001B[0;34m(self, amt, decode_content)\u001B[0m\n\u001B[1;32m 1181\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m\n\u001B[1;32m 1183\u001B[0m \u001B[38;5;28;01mwhile\u001B[39;00m \u001B[38;5;28;01mTrue\u001B[39;00m:\n\u001B[0;32m-> 1184\u001B[0m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_update_chunk_length()\n\u001B[1;32m 1185\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mchunk_left \u001B[38;5;241m==\u001B[39m \u001B[38;5;241m0\u001B[39m:\n\u001B[1;32m 1186\u001B[0m \u001B[38;5;28;01mbreak\u001B[39;00m\n", - "File \u001B[0;32m~/anaconda3/lib/python3.11/site-packages/urllib3/response.py:1108\u001B[0m, in \u001B[0;36mHTTPResponse._update_chunk_length\u001B[0;34m(self)\u001B[0m\n\u001B[1;32m 1106\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mchunk_left \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m:\n\u001B[1;32m 1107\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m\n\u001B[0;32m-> 1108\u001B[0m line \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_fp\u001B[38;5;241m.\u001B[39mfp\u001B[38;5;241m.\u001B[39mreadline() \u001B[38;5;66;03m# type: ignore[union-attr]\u001B[39;00m\n\u001B[1;32m 1109\u001B[0m line \u001B[38;5;241m=\u001B[39m line\u001B[38;5;241m.\u001B[39msplit(\u001B[38;5;124mb\u001B[39m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m;\u001B[39m\u001B[38;5;124m\"\u001B[39m, \u001B[38;5;241m1\u001B[39m)[\u001B[38;5;241m0\u001B[39m]\n\u001B[1;32m 1110\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n", - "File \u001B[0;32m~/anaconda3/lib/python3.11/socket.py:706\u001B[0m, in \u001B[0;36mSocketIO.readinto\u001B[0;34m(self, b)\u001B[0m\n\u001B[1;32m 704\u001B[0m \u001B[38;5;28;01mwhile\u001B[39;00m \u001B[38;5;28;01mTrue\u001B[39;00m:\n\u001B[1;32m 705\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m--> 706\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_sock\u001B[38;5;241m.\u001B[39mrecv_into(b)\n\u001B[1;32m 707\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m timeout:\n\u001B[1;32m 708\u001B[0m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_timeout_occurred \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;01mTrue\u001B[39;00m\n", - "\u001B[0;31mKeyboardInterrupt\u001B[0m: " - ] - }, - { - "ename": "KeyboardInterrupt", - "evalue": "", - "output_type": "error", - "traceback": [ - "\u001B[0;31m---------------------------------------------------------------------------\u001B[0m", - "\u001B[0;31mKeyboardInterrupt\u001B[0m Traceback (most recent call last)", - "Cell \u001B[0;32mIn[32], line 14\u001B[0m\n\u001B[1;32m 11\u001B[0m \u001B[38;5;28mprint\u001B[39m(\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m********* |\u001B[39m\u001B[38;5;124m\"\u001B[39m, geo_accession, \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m| ***********\u001B[39m\u001B[38;5;124m\"\u001B[39m)\n\u001B[1;32m 12\u001B[0m logfile\u001B[38;5;241m.\u001B[39mwrite(geo_accession \u001B[38;5;241m+\u001B[39m \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m,start\u001B[39m\u001B[38;5;130;01m\\n\u001B[39;00m\u001B[38;5;124m\"\u001B[39m)\n\u001B[0;32m---> 14\u001B[0m count_matrix_human_df \u001B[38;5;241m=\u001B[39m load_data(geo_accession, count_matrix_human_df)\n\u001B[1;32m 16\u001B[0m logfile\u001B[38;5;241m.\u001B[39mwrite(geo_accession \u001B[38;5;241m+\u001B[39m \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m,write\u001B[39m\u001B[38;5;130;01m\\n\u001B[39;00m\u001B[38;5;124m\"\u001B[39m)\n\u001B[1;32m 17\u001B[0m count_matrix_human_df\u001B[38;5;241m.\u001B[39mto_pickle(humanData)\n", - "Cell \u001B[0;32mIn[16], line 2\u001B[0m, in \u001B[0;36mload_data\u001B[0;34m(geo_accession, count_matrix_df)\u001B[0m\n\u001B[1;32m 1\u001B[0m \u001B[38;5;28;01mdef\u001B[39;00m \u001B[38;5;21mload_data\u001B[39m(geo_accession, count_matrix_df):\n\u001B[0;32m----> 2\u001B[0m description, metadata, count_matrix \u001B[38;5;241m=\u001B[39m loader\u001B[38;5;241m.\u001B[39mload_dataset(geo_accession)\n\u001B[1;32m 4\u001B[0m \u001B[38;5;66;03m# Merge in to existing count matrix DF\u001B[39;00m\n\u001B[1;32m 5\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m count_matrix_df\u001B[38;5;241m.\u001B[39mempty:\n", - "File \u001B[0;32m~/anaconda3/lib/python3.11/site-packages/grein_loader/load_dataset.py:83\u001B[0m, in \u001B[0;36mload_dataset\u001B[0;34m(gse_id, download_type)\u001B[0m\n\u001B[1;32m 81\u001B[0m config \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;01mNone\u001B[39;00m\n\u001B[1;32m 82\u001B[0m ACK_flag \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;01mFalse\u001B[39;00m\n\u001B[0;32m---> 83\u001B[0m \u001B[38;5;28;01mfor\u001B[39;00m line \u001B[38;5;129;01min\u001B[39;00m lines:\n\u001B[1;32m 84\u001B[0m line_content \u001B[38;5;241m=\u001B[39m line\u001B[38;5;241m.\u001B[39mdecode()\n\u001B[1;32m 85\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m line_content\u001B[38;5;241m.\u001B[39mstartswith(\u001B[38;5;124m'\u001B[39m\u001B[38;5;124ma[\u001B[39m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m0#0|m|\u001B[39m\u001B[38;5;124m'\u001B[39m): \u001B[38;5;66;03m# search for config parameter to parse sessionId\u001B[39;00m\n", - "File \u001B[0;32m~/anaconda3/lib/python3.11/site-packages/requests/models.py:869\u001B[0m, in \u001B[0;36mResponse.iter_lines\u001B[0;34m(self, chunk_size, decode_unicode, delimiter)\u001B[0m\n\u001B[1;32m 860\u001B[0m \u001B[38;5;250m\u001B[39m\u001B[38;5;124;03m\"\"\"Iterates over the response data, one line at a time. When\u001B[39;00m\n\u001B[1;32m 861\u001B[0m \u001B[38;5;124;03mstream=True is set on the request, this avoids reading the\u001B[39;00m\n\u001B[1;32m 862\u001B[0m \u001B[38;5;124;03mcontent at once into memory for large responses.\u001B[39;00m\n\u001B[1;32m 863\u001B[0m \n\u001B[1;32m 864\u001B[0m \u001B[38;5;124;03m.. note:: This method is not reentrant safe.\u001B[39;00m\n\u001B[1;32m 865\u001B[0m \u001B[38;5;124;03m\"\"\"\u001B[39;00m\n\u001B[1;32m 867\u001B[0m pending \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;01mNone\u001B[39;00m\n\u001B[0;32m--> 869\u001B[0m \u001B[38;5;28;01mfor\u001B[39;00m chunk \u001B[38;5;129;01min\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39miter_content(\n\u001B[1;32m 870\u001B[0m chunk_size\u001B[38;5;241m=\u001B[39mchunk_size, decode_unicode\u001B[38;5;241m=\u001B[39mdecode_unicode\n\u001B[1;32m 871\u001B[0m ):\n\u001B[1;32m 872\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m pending \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m:\n\u001B[1;32m 873\u001B[0m chunk \u001B[38;5;241m=\u001B[39m pending \u001B[38;5;241m+\u001B[39m chunk\n", - "File \u001B[0;32m~/anaconda3/lib/python3.11/site-packages/requests/models.py:820\u001B[0m, in \u001B[0;36mResponse.iter_content..generate\u001B[0;34m()\u001B[0m\n\u001B[1;32m 818\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mhasattr\u001B[39m(\u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mraw, \u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mstream\u001B[39m\u001B[38;5;124m\"\u001B[39m):\n\u001B[1;32m 819\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m--> 820\u001B[0m \u001B[38;5;28;01myield from\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mraw\u001B[38;5;241m.\u001B[39mstream(chunk_size, decode_content\u001B[38;5;241m=\u001B[39m\u001B[38;5;28;01mTrue\u001B[39;00m)\n\u001B[1;32m 821\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m ProtocolError \u001B[38;5;28;01mas\u001B[39;00m e:\n\u001B[1;32m 822\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m ChunkedEncodingError(e)\n", - "File \u001B[0;32m~/anaconda3/lib/python3.11/site-packages/urllib3/response.py:1040\u001B[0m, in \u001B[0;36mHTTPResponse.stream\u001B[0;34m(self, amt, decode_content)\u001B[0m\n\u001B[1;32m 1024\u001B[0m \u001B[38;5;250m\u001B[39m\u001B[38;5;124;03m\"\"\"\u001B[39;00m\n\u001B[1;32m 1025\u001B[0m \u001B[38;5;124;03mA generator wrapper for the read() method. A call will block until\u001B[39;00m\n\u001B[1;32m 1026\u001B[0m \u001B[38;5;124;03m``amt`` bytes have been read from the connection or until the\u001B[39;00m\n\u001B[0;32m (...)\u001B[0m\n\u001B[1;32m 1037\u001B[0m \u001B[38;5;124;03m 'content-encoding' header.\u001B[39;00m\n\u001B[1;32m 1038\u001B[0m \u001B[38;5;124;03m\"\"\"\u001B[39;00m\n\u001B[1;32m 1039\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mchunked \u001B[38;5;129;01mand\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39msupports_chunked_reads():\n\u001B[0;32m-> 1040\u001B[0m \u001B[38;5;28;01myield from\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mread_chunked(amt, decode_content\u001B[38;5;241m=\u001B[39mdecode_content)\n\u001B[1;32m 1041\u001B[0m \u001B[38;5;28;01melse\u001B[39;00m:\n\u001B[1;32m 1042\u001B[0m \u001B[38;5;28;01mwhile\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m is_fp_closed(\u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_fp) \u001B[38;5;129;01mor\u001B[39;00m \u001B[38;5;28mlen\u001B[39m(\u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_decoded_buffer) \u001B[38;5;241m>\u001B[39m \u001B[38;5;241m0\u001B[39m:\n", - "File \u001B[0;32m~/anaconda3/lib/python3.11/site-packages/urllib3/response.py:1184\u001B[0m, in \u001B[0;36mHTTPResponse.read_chunked\u001B[0;34m(self, amt, decode_content)\u001B[0m\n\u001B[1;32m 1181\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m\n\u001B[1;32m 1183\u001B[0m \u001B[38;5;28;01mwhile\u001B[39;00m \u001B[38;5;28;01mTrue\u001B[39;00m:\n\u001B[0;32m-> 1184\u001B[0m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_update_chunk_length()\n\u001B[1;32m 1185\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mchunk_left \u001B[38;5;241m==\u001B[39m \u001B[38;5;241m0\u001B[39m:\n\u001B[1;32m 1186\u001B[0m \u001B[38;5;28;01mbreak\u001B[39;00m\n", - "File \u001B[0;32m~/anaconda3/lib/python3.11/site-packages/urllib3/response.py:1108\u001B[0m, in \u001B[0;36mHTTPResponse._update_chunk_length\u001B[0;34m(self)\u001B[0m\n\u001B[1;32m 1106\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mchunk_left \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m:\n\u001B[1;32m 1107\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m\n\u001B[0;32m-> 1108\u001B[0m line \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_fp\u001B[38;5;241m.\u001B[39mfp\u001B[38;5;241m.\u001B[39mreadline() \u001B[38;5;66;03m# type: ignore[union-attr]\u001B[39;00m\n\u001B[1;32m 1109\u001B[0m line \u001B[38;5;241m=\u001B[39m line\u001B[38;5;241m.\u001B[39msplit(\u001B[38;5;124mb\u001B[39m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m;\u001B[39m\u001B[38;5;124m\"\u001B[39m, \u001B[38;5;241m1\u001B[39m)[\u001B[38;5;241m0\u001B[39m]\n\u001B[1;32m 1110\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n", - "File \u001B[0;32m~/anaconda3/lib/python3.11/socket.py:706\u001B[0m, in \u001B[0;36mSocketIO.readinto\u001B[0;34m(self, b)\u001B[0m\n\u001B[1;32m 704\u001B[0m \u001B[38;5;28;01mwhile\u001B[39;00m \u001B[38;5;28;01mTrue\u001B[39;00m:\n\u001B[1;32m 705\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m--> 706\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_sock\u001B[38;5;241m.\u001B[39mrecv_into(b)\n\u001B[1;32m 707\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m timeout:\n\u001B[1;32m 708\u001B[0m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_timeout_occurred \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;01mTrue\u001B[39;00m\n", - "\u001B[0;31mKeyboardInterrupt\u001B[0m: " - ] - } - ], - "source": [ - "# Saving human gene expression data\n", - "with open(humanLog, \"a\") as logfile:\n", - " for geo_accession in GSE_species_df_filtered['geo_accession_id']:\n", - " \n", - " # Check if this data was logged as loaded\n", - " if geo_accession in completed:\n", - " print(\"Already done: {0}\".format(geo_accession))\n", - " continue\n", - " \n", - " # If new data, download data and add to df\n", - " print(\"********* |\", geo_accession, \"| ***********\")\n", - " logfile.write(geo_accession + \",start\\n\")\n", - " \n", - " count_matrix_human_df = load_data(geo_accession, count_matrix_human_df)\n", - " \n", - " logfile.write(geo_accession + \",write\\n\")\n", - " count_matrix_human_df.to_pickle(humanData)\n", - " logfile.write(geo_accession + \",end\\n\")\n", - " \n" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "outputs": [ - { - "data": { - "text/plain": " gene gene_symbol GSM2667747 GSM2667748 GSM2667749 \\\n0 ENSG00000000003 TSPAN6 1766.0677 420.8206 300.8009 \n1 ENSG00000000005 TNMD 43.9280 18.0091 0.0000 \n2 ENSG00000000419 DPM1 1097.7855 367.2333 316.5226 \n3 ENSG00000000457 SCYL3 601.4702 270.9239 163.6869 \n4 ENSG00000000460 C1orf112 1040.8861 349.1418 298.1800 \n... ... ... ... ... ... \n27985 ENSG00000283688 MIR6715B 0.0000 0.0000 0.0000 \n27986 ENSG00000283690 MIR3116-2 0.0000 0.0000 0.0000 \n27987 ENSG00000283694 MIR3202-2 0.0000 0.0000 0.0000 \n27988 ENSG00000283697 LOC101928917 1.7315 0.0000 0.0000 \n27989 ENSG00000283699 MIR4481 0.0000 1.1301 0.0000 \n\n GSM2667750 GSM2667751 GSM2667752 GSM2667753 GSM2667754 ... \\\n0 3142.8439 2207.8392 4367.5056 228.5759 650.3287 ... \n1 115.8917 63.5936 39.7803 11.7588 1.0153 ... \n2 3895.0588 1536.1375 1084.5276 127.7205 245.1014 ... \n3 1177.2241 873.9074 845.1423 229.8548 134.4694 ... \n4 1967.3975 2115.2425 980.9359 253.4457 145.7038 ... \n... ... ... ... ... ... ... \n27985 0.0000 0.0000 0.0000 0.0000 0.0000 ... \n27986 0.0000 0.0000 0.0000 0.0000 0.0000 ... \n27987 0.0000 0.0000 0.0000 0.0000 0.0000 ... \n27988 0.0000 2.0039 3.9899 2.5184 4.1298 ... \n27989 1.3192 0.0000 0.0000 0.0000 0.0000 ... \n\n GSM2668086 GSM2668087 GSM2668088 GSM2668089 GSM2671001 GSM2671002 \\\n0 254.7605 143.2263 174.3319 202.3253 1053.8788 2405.3001 \n1 0.0000 0.0000 0.0000 0.0000 3.9978 11.0025 \n2 613.1214 374.0965 302.6622 454.0570 1227.1084 2980.0756 \n3 196.5995 185.3106 260.9485 183.7584 586.7993 1504.0115 \n4 204.1681 186.2225 127.6457 172.0572 441.0758 1258.3932 \n... ... ... ... ... ... ... \n27985 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 \n27986 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 \n27987 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 \n27988 NaN NaN NaN NaN NaN NaN \n27989 0.0000 0.0000 0.0000 0.0000 0.9935 0.0000 \n\n GSM2671003 GSM2671004 GSM2671005 GSM2671006 \n0 940.5770 973.7475 760.0100 1472.2712 \n1 4.9979 8.0054 3.9978 11.0011 \n2 1045.8061 1098.7163 759.7729 1398.8077 \n3 619.3764 661.9514 469.5312 1113.1412 \n4 466.5542 450.2848 289.2767 467.7875 \n... ... ... ... ... \n27985 0.0000 0.0000 0.0000 0.0000 \n27986 0.0000 0.0000 0.0000 0.0000 \n27987 0.0000 0.0000 0.0000 0.0000 \n27988 NaN NaN NaN NaN \n27989 0.0000 3.0216 1.0072 0.0000 \n\n[27990 rows x 57 columns]", - 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genegene_symbolGSM2667747GSM2667748GSM2667749GSM2667750GSM2667751GSM2667752GSM2667753GSM2667754...GSM2668086GSM2668087GSM2668088GSM2668089GSM2671001GSM2671002GSM2671003GSM2671004GSM2671005GSM2671006
0ENSG00000000003TSPAN61766.0677420.8206300.80093142.84392207.83924367.5056228.5759650.3287...254.7605143.2263174.3319202.32531053.87882405.3001940.5770973.7475760.01001472.2712
1ENSG00000000005TNMD43.928018.00910.0000115.891763.593639.780311.75881.0153...0.00000.00000.00000.00003.997811.00254.99798.00543.997811.0011
2ENSG00000000419DPM11097.7855367.2333316.52263895.05881536.13751084.5276127.7205245.1014...613.1214374.0965302.6622454.05701227.10842980.07561045.80611098.7163759.77291398.8077
3ENSG00000000457SCYL3601.4702270.9239163.68691177.2241873.9074845.1423229.8548134.4694...196.5995185.3106260.9485183.7584586.79931504.0115619.3764661.9514469.53121113.1412
4ENSG00000000460C1orf1121040.8861349.1418298.18001967.39752115.2425980.9359253.4457145.7038...204.1681186.2225127.6457172.0572441.07581258.3932466.5542450.2848289.2767467.7875
..................................................................
27985ENSG00000283688MIR6715B0.00000.00000.00000.00000.00000.00000.00000.0000...0.00000.00000.00000.00000.00000.00000.00000.00000.00000.0000
27986ENSG00000283690MIR3116-20.00000.00000.00000.00000.00000.00000.00000.0000...0.00000.00000.00000.00000.00000.00000.00000.00000.00000.0000
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27988ENSG00000283697LOC1019289171.73150.00000.00000.00002.00393.98992.51844.1298...NaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
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" - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "pd.read_pickle(humanData)" - ], - "metadata": { - "collapsed": false, - "ExecuteTime": { - "end_time": "2024-07-12T17:12:04.989606Z", - "start_time": "2024-07-12T17:12:04.931187Z" - } - }, - "id": "8035da339504313c" - }, - { - "cell_type": "code", - "execution_count": null, - "id": "2e20187b", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "********* | GSE100007 | ***********\n", - "********* | GSE100027 | ***********\n", - "********* | GSE100040 | ***********\n", - "********* | GSE100075 | ***********\n", - "********* | GSE100081 | ***********\n", - "********* | GSE100092 | ***********\n", - "********* | GSE100099 | ***********\n", - "********* | GSE100118 | ***********\n", - "********* | GSE100183 | ***********\n", - "********* | GSE100206 | ***********\n", - "********* | GSE100210 | ***********\n", - "********* | GSE100223 | ***********\n", - "********* | GSE100258 | ***********\n", - "********* | GSE100266 | ***********\n", - "********* | GSE100268 | ***********\n", - "********* | GSE100291 | ***********\n", - "********* | GSE100297 | ***********\n", - "********* | GSE100327 | ***********\n", - "********* | GSE100338 | ***********\n", - "********* | GSE100359 | ***********\n", - "********* | GSE100382 | ***********\n", - "********* | GSE100392 | ***********\n", - "********* | GSE100408 | ***********\n", - "********* | GSE100417 | ***********\n", - "********* | GSE100427 | ***********\n", - "********* | GSE100501 | ***********\n", - "********* | GSE100520 | ***********\n", - "********* | GSE100530 | ***********\n", - "********* | GSE100562 | ***********\n", - "********* | GSE100568 | ***********\n" - ] - } - ], - "source": [ - "# Saving mice gene expression data\n", - "\n", - "# Check if there is already data downloaded or whether we are starting fresh\n", - "if os.path.exists(\"greinLoadMice.log\") and os.path.exists(\"download/grein_count_matrix_mice.pkl\"): \n", - " count_matrix_human_df = pd.read_pickle(\"download/grein_count_matrix_mice.pkl\")\n", - " completed = load_log(\"Mice\")\n", - "\n", - "else:\n", - " count_matrix_mice_df = pd.DataFrame()\n", - " completed = set()\n", - " os.system(\"touch greinLoadMice.log\")\n", - "\n", - "with open(\"greinLoadMice.log\", \"a\") as logfile:\n", - " for geo_accession in geo_accession_ids:\n", - " \n", - " # Check if this data was succesfully pickled\n", - " if geo_accession in completed:\n", - " continue\n", - " \n", - " # If new data, download data and add to df\n", - " print(\"********* |\", geo_accession, \"| ***********\")\n", - " logfile.write(geo_accession + \",start\\n\")\n", - " description, metadata, count_matrix = loader.load_dataset(geo_accession)\n", - " # print(\"Description: \", description)\n", - " \n", - " # Merge in to existing count matrix DF\n", - " if count_matrix_human_df.empty:\n", - " count_matrix_human_df = count_matrix\n", - " else:\n", - " count_matrix_human_df = pd.merge(count_matrix_human_df, count_matrix, how='left', on=[\"gene\", \"gene_symbol\"])\n", - " \n", - " logfile.write(geo_accession + \",write\\n\")\n", - " count_matrix_human_df.to_pickle(\"download/grein_count_matrix_human.pkl\")\n", - " logfile.write(geo_accession + \",end\\n\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "f785e872", - "metadata": {}, - "outputs": [], - "source": [ - "pd.read_pickle(\"download/grein_count_matrix_human.pkl\")\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "14c48bb9", - "metadata": {}, - "outputs": [], - "source": [ - "# Loading data from the data sets using the geo_accession IDs\n", - "# NOTE this does not save/pickle the description or metadata at all\n", - "\n", - "with open(\"greinLoad.log\", \"a\") as logfile:\n", - " for geo_accession in geo_accession_ids:\n", - " \n", - " # Check if this data was succesfully pickled\n", - " if geo_accession in completed:\n", - " continue\n", - " \n", - " # If new data, download data and add to df\n", - " print(\"********* |\", geo_accession, \"| ***********\")\n", - " logfile.write(geo_accession + \",start\\n\")\n", - " description, metadata, count_matrix = loader.load_dataset(geo_accession)\n", - " # print(\"Description: \", description)\n", - " \n", - " # Merge in to existing count matrix DF\n", - " if count_matrix_df.empty:\n", - " count_matrix_df = count_matrix\n", - " else:\n", - " count_matrix_df = pd.merge(count_matrix_df, count_matrix, how='left', on=[\"gene\", \"gene_symbol\"])\n", - " \n", - " logfile.write(geo_accession + \",write\\n\")\n", - " count_matrix_df.to_pickle(\"download/grein_count_matrix.pkl\")\n", - " logfile.write(geo_accession + \",end\\n\")\n", - " \n", - " break" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "7ab50fdd-e162-4f5f-8382-7a96c93c5902", - "metadata": {}, - "outputs": [], - "source": [ - "# Timimg the loading of data sets\n", - "start = time.time()\n", - "print(loader.load_overview(10))\n", - "end = time.time()\n", - "print(end-start)" - ] - }, - { - "cell_type": "markdown", - "id": "07d59c22", - "metadata": {}, - "source": [ - "## Save the data loaded above" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "80d0f997", - "metadata": {}, - "outputs": [], - "source": [ - "import random\n", - "from sklearn.model_selection import train_test_split\n", - "import json\n", - "import sys" - ] - }, - { - "cell_type": "markdown", - "id": "9ba973b3", - "metadata": {}, - "source": [ - "**Count_matrix**" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d7dda5ce", - "metadata": {}, - "outputs": [], - "source": [ - "path = os.path.join(os.getcwd(), 'download', 'count_matrix.tsv')\n", - "with open(path, 'w') as file:\n", - " count_matrix_df.to_csv(path, sep=\"\\t\") " - ] - }, - { - "cell_type": "markdown", - "id": "339e5023", - "metadata": {}, - "source": [ - "**Description**" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "f15f8b9a", - "metadata": {}, - "outputs": [], - "source": [ - "# Save description. Currently saves description for only one data set at a time\n", - "path = os.path.join('download', 'description.json')\n", - "with open(path, 'w') as file:\n", - " # Serialize and write the variable to the file\n", - " json.dump(description, file)" - ] - }, - { - "cell_type": "markdown", - "id": "724557b3", - "metadata": {}, - "source": [ - "**Metadata**" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "eec21cf5", - "metadata": {}, - "outputs": [], - "source": [ - "# Create a dataframe from metadata\n", - "metadata_df = pd.DataFrame.from_dict(metadata)\n", - "\n", - "# list of row names in metadata_df\n", - "row_names = list(metadata_df.index)\n", - "\n", - "# Creating a list of rows that we do not require to process this data set\n", - "unneeded_rows = ['Consent', ' ', 'channel_count', 'organism_ch1', 'relation', 'status']\n", - "for index in row_names:\n", - " if ('contact' in index) or ('date' in index) or ('data_processing' in index) or ('Hash' in index) or ('Date' in index) or ('library' in index):\n", - " unneeded_rows.append(index)\n", - " \n", - "# remove unnecessary roles from count_matrix\n", - "metadata_df.drop(unneeded_rows, axis = 0)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "5cab20d5", - "metadata": {}, - "outputs": [], - "source": [ - "print(type(metadata))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "b031d146", - "metadata": {}, - "outputs": [], - "source": [ - "print(type(description))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "056e13b8", - "metadata": {}, - "outputs": [], - "source": [ - "print(count_matrix_df)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "2b543432", - "metadata": {}, - "outputs": [], - "source": [ - "print(count_matrix)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.4" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/0.expression-download/2A.process-pancanatlas-data.ipynb b/0.expression-download/2A.process-pancanatlas-data.ipynb deleted file mode 100644 index eb2b81e27..000000000 --- a/0.expression-download/2A.process-pancanatlas-data.ipynb +++ /dev/null @@ -1,1489 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Process TCGA PanCanAtlas Data\n", - "\n", - "Retrieve the downloaded expression data, update gene identifiers to entrez, and curate sample IDs. The script will also identify a balanced hold-out test set to compare projection performance into learned latent spaces across algorithms." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "import random\n", - "import pandas as pd\n", - "from sklearn.model_selection import train_test_split" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "random.seed(1234)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Read TCGA Barcode Curation Information\n", - "\n", - "Extract information from TCGA barcodes - `cancer-type` and `sample-type`. See https://github.com/cognoma/cancer-data for more details" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "# Commit from https://github.com/cognoma/cancer-data/\n", - "sample_commit = 'da832c5edc1ca4d3f665b038d15b19fced724f4c'" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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TSS CodeSource SiteStudy NameBCRacronym
001International Genomics Consortiumovarian serous cystadenocarcinomaIGCOV
102MD Anderson Cancer Centerglioblastoma multiformeIGCGBM
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" - ], - "text/plain": [ - " TSS Code Source Site \\\n", - "0 01 International Genomics Consortium \n", - "1 02 MD Anderson Cancer Center \n", - "\n", - " Study Name BCR acronym \n", - "0 ovarian serous cystadenocarcinoma IGC OV \n", - "1 glioblastoma multiforme IGC GBM " - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "url = 'https://raw.githubusercontent.com/cognoma/cancer-data/{}/mapping/tcga_cancertype_codes.csv'.format(sample_commit)\n", - "cancer_types_df = pd.read_csv(url,\n", - " dtype='str',\n", - " keep_default_na=False)\n", - "\n", - "cancertype_codes_dict = dict(zip(cancer_types_df['TSS Code'],\n", - " cancer_types_df.acronym))\n", - "cancer_types_df.head(2)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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CodeDefinitionShort Letter Code
001Primary Solid TumorTP
102Recurrent Solid TumorTR
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" - ], - "text/plain": [ - " Code Definition Short Letter Code\n", - "0 01 Primary Solid Tumor TP\n", - "1 02 Recurrent Solid Tumor TR" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "url = 'https://raw.githubusercontent.com/cognoma/cancer-data/{}/mapping/tcga_sampletype_codes.csv'.format(sample_commit)\n", - "sample_types_df = pd.read_csv(url, dtype='str')\n", - "\n", - "sampletype_codes_dict = dict(zip(sample_types_df.Code,\n", - " sample_types_df.Definition))\n", - "sample_types_df.head(2)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Read Entrez ID Curation Information\n", - "\n", - "Load curated gene names from versioned resource. See https://github.com/cognoma/genes for more details" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "# Commit from https://github.com/cognoma/genes\n", - "genes_commit = 'ad9631bb4e77e2cdc5413b0d77cb8f7e93fc5bee'" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(20395, 7)\n" - ] - }, - { - "data": { - "text/html": [ - "
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entrez_gene_idsymboldescriptionchromosomegene_typesynonymsaliases
01A1BGalpha-1-B glycoprotein19protein-codingA1B|ABG|GAB|HYST2477alpha-1B-glycoprotein|HEL-S-163pA|epididymis s...
12A2Malpha-2-macroglobulin12protein-codingA2MD|CPAMD5|FWP007|S863-7alpha-2-macroglobulin|C3 and PZP-like alpha-2-...
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" - ], - "text/plain": [ - " entrez_gene_id symbol description chromosome gene_type \\\n", - "0 1 A1BG alpha-1-B glycoprotein 19 protein-coding \n", - "1 2 A2M alpha-2-macroglobulin 12 protein-coding \n", - "\n", - " synonyms \\\n", - "0 A1B|ABG|GAB|HYST2477 \n", - "1 A2MD|CPAMD5|FWP007|S863-7 \n", - "\n", - " aliases \n", - "0 alpha-1B-glycoprotein|HEL-S-163pA|epididymis s... \n", - "1 alpha-2-macroglobulin|C3 and PZP-like alpha-2-... " - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "url = 'https://raw.githubusercontent.com/cognoma/genes/{}/data/genes.tsv'.format(genes_commit)\n", - "gene_df = pd.read_table(url)\n", - "\n", - "# Only consider protein-coding genes\n", - "gene_df = (\n", - " gene_df.query(\"gene_type == 'protein-coding'\")\n", - ")\n", - "\n", - "print(gene_df.shape)\n", - "gene_df.head(2)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "# Load gene updater - define up to date Entrez gene identifiers where appropriate\n", - "url = 'https://raw.githubusercontent.com/cognoma/genes/{}/data/updater.tsv'.format(genes_commit)\n", - "updater_df = pd.read_table(url)\n", - "\n", - "old_to_new_entrez = dict(zip(updater_df.old_entrez_gene_id,\n", - " updater_df.new_entrez_gene_id))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Read Gene Expression Data" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(20531, 11069)\n" - ] - }, - { - "data": { - "text/html": [ - "
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TCGA-OR-A5J1-01A-11R-A29S-07TCGA-OR-A5J2-01A-11R-A29S-07TCGA-OR-A5J3-01A-11R-A29S-07TCGA-OR-A5J5-01A-11R-A29S-07TCGA-OR-A5J6-01A-31R-A29S-07TCGA-OR-A5J7-01A-11R-A29S-07TCGA-OR-A5J8-01A-11R-A29S-07TCGA-OR-A5J9-01A-11R-A29S-07TCGA-OR-A5JA-01A-11R-A29S-07TCGA-OR-A5JB-01A-11R-A29S-07...TCGA-CG-4449-01A-01R-1157-13TCGA-CG-4462-01A-01R-1157-13TCGA-CG-4465-01A-01R-1157-13TCGA-CG-4466-01A-01R-1157-13TCGA-CG-4469-01A-01R-1157-13TCGA-CG-4472-01A-01R-1157-13TCGA-CG-4474-01A-02R-1157-13TCGA-CG-4475-01A-01R-1157-13TCGA-CG-4476-01A-01R-1157-13TCGA-CG-4477-01A-01R-1157-13
gene_id
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?|1001348693.93858.99486.56501.54924.47096.05292.28761.35995.05810.0000...2.6563603.3427942.4234425.05528711.62605413.6541937.41710911.58517711.48241814.919338
?|10357149.135081.077786.487953.911766.9063103.506094.931678.195569.2389155.7090...633.299781294.018042686.569179563.5734531039.307597639.238135742.479964506.336449712.452165703.713324
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5 rows × 11069 columns

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" - ], - "text/plain": [ - " TCGA-OR-A5J1-01A-11R-A29S-07 TCGA-OR-A5J2-01A-11R-A29S-07 \\\n", - "gene_id \n", - "?|100130426 0.0000 0.0000 \n", - "?|100133144 3.2661 2.6815 \n", - "?|100134869 3.9385 8.9948 \n", - "?|10357 149.1350 81.0777 \n", - "?|10431 2034.1000 1304.9300 \n", - "\n", - " TCGA-OR-A5J3-01A-11R-A29S-07 TCGA-OR-A5J5-01A-11R-A29S-07 \\\n", - "gene_id \n", - "?|100130426 0.0000 0.0000 \n", - "?|100133144 1.7301 0.0000 \n", - "?|100134869 6.5650 1.5492 \n", - "?|10357 86.4879 53.9117 \n", - "?|10431 1054.6600 2350.8900 \n", - "\n", - " TCGA-OR-A5J6-01A-31R-A29S-07 TCGA-OR-A5J7-01A-11R-A29S-07 \\\n", - "gene_id \n", - "?|100130426 0.0000 0.0000 \n", - "?|100133144 0.0000 1.1673 \n", - "?|100134869 4.4709 6.0529 \n", - "?|10357 66.9063 103.5060 \n", - "?|10431 1257.9900 1866.4300 \n", - "\n", - " TCGA-OR-A5J8-01A-11R-A29S-07 TCGA-OR-A5J9-01A-11R-A29S-07 \\\n", - "gene_id \n", - "?|100130426 0.0000 0.0000 \n", - "?|100133144 1.4422 0.0000 \n", - "?|100134869 2.2876 1.3599 \n", - "?|10357 94.9316 78.1955 \n", - "?|10431 995.0270 1762.1200 \n", - "\n", - " TCGA-OR-A5JA-01A-11R-A29S-07 TCGA-OR-A5JB-01A-11R-A29S-07 \\\n", - "gene_id \n", - "?|100130426 0.0000 0.0000 \n", - "?|100133144 4.4556 7.1293 \n", - "?|100134869 5.0581 0.0000 \n", - "?|10357 69.2389 155.7090 \n", - "?|10431 1213.5300 2005.5700 \n", - "\n", - " ... TCGA-CG-4449-01A-01R-1157-13 \\\n", - "gene_id ... \n", - "?|100130426 ... NaN \n", - "?|100133144 ... 4.358154 \n", - "?|100134869 ... 2.656360 \n", - "?|10357 ... 633.299781 \n", - "?|10431 ... 1202.538277 \n", - "\n", - " TCGA-CG-4462-01A-01R-1157-13 TCGA-CG-4465-01A-01R-1157-13 \\\n", - "gene_id \n", - "?|100130426 NaN NaN \n", - "?|100133144 5.676995 5.219350 \n", - "?|100134869 3.342794 2.423442 \n", - "?|10357 294.018042 686.569179 \n", - "?|10431 644.002317 1181.884532 \n", - "\n", - " TCGA-CG-4466-01A-01R-1157-13 TCGA-CG-4469-01A-01R-1157-13 \\\n", - "gene_id \n", - "?|100130426 NaN NaN \n", - "?|100133144 14.846708 20.115492 \n", - "?|100134869 5.055287 11.626054 \n", - "?|10357 563.573453 1039.307597 \n", - "?|10431 663.885074 647.530395 \n", - "\n", - " TCGA-CG-4472-01A-01R-1157-13 TCGA-CG-4474-01A-02R-1157-13 \\\n", - "gene_id \n", - "?|100130426 NaN NaN \n", - "?|100133144 6.997533 18.311906 \n", - "?|100134869 13.654193 7.417109 \n", - "?|10357 639.238135 742.479964 \n", - "?|10431 1297.152549 1152.909807 \n", - "\n", - " TCGA-CG-4475-01A-01R-1157-13 TCGA-CG-4476-01A-01R-1157-13 \\\n", - "gene_id \n", - "?|100130426 NaN NaN \n", - "?|100133144 12.057112 18.628740 \n", - "?|100134869 11.585177 11.482418 \n", - "?|10357 506.336449 712.452165 \n", - "?|10431 1375.495774 971.893874 \n", - "\n", - " TCGA-CG-4477-01A-01R-1157-13 \n", - "gene_id \n", - "?|100130426 NaN \n", - "?|100133144 17.874417 \n", - "?|100134869 14.919338 \n", - "?|10357 703.713324 \n", - "?|10431 1736.988111 \n", - "\n", - "[5 rows x 11069 columns]" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "file = os.path.join('download', 'EBPlusPlusAdjustPANCAN_IlluminaHiSeq_RNASeqV2-v2.geneExp.tsv')\n", - "tcga_expr_df = pd.read_table(file, index_col=0)\n", - "\n", - "print(tcga_expr_df.shape)\n", - "tcga_expr_df.head()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Process gene expression matrix\n", - "\n", - "This involves updating Entrez gene ids, sorting and subsetting." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "# Set index as entrez_gene_id\n", - "tcga_expr_df.index = tcga_expr_df.index.map(lambda x: x.split('|')[1])" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "tcga_expr_df = (tcga_expr_df\n", - " .dropna(axis='rows')\n", - " .rename(index=old_to_new_entrez)\n", - " .groupby(level=0).mean()\n", - " .transpose()\n", - " .sort_index(axis='rows')\n", - " .sort_index(axis='columns')\n", - ")\n", - "\n", - "tcga_expr_df.index.rename('sample_id', inplace=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "# Update sample IDs to remove multiple samples measured on the same tumor\n", - "# and to map with the clinical information\n", - "tcga_expr_df.index = tcga_expr_df.index.str.slice(start=0, stop=15)\n", - "tcga_expr_df = tcga_expr_df.loc[~tcga_expr_df.index.duplicated(), :]" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "# Filter for valid Entrez gene identifiers\n", - "tcga_expr_df = tcga_expr_df.loc[:, tcga_expr_df.columns.isin(gene_df.entrez_gene_id.astype(str))]" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(11060, 16148)\n" - ] - }, - { - "data": { - "text/html": [ - "
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gene_id11010010001000010001100021000310003741710004...998799889989999999099919992999399949997
sample_id
TCGA-02-0047-01125.007010.4490136.4522302.471297.520271.6741.22938.6051187.49215.3662...4033.31791.2781810.14264.9130684.2251097.76011.67834815.14288.269299.948
TCGA-02-0055-01391.80401.1212222.0041819.76903.154321.2330.000038.1219426.85344.8493...4431.67921.4242038.962.2425466.5341399.86016.81852228.45309.460787.106
TCGA-02-2483-01271.85204.6438255.8312888.871319.680458.0484.64385.9103260.00229.1293...7839.58846.7082229.8718.9974565.1841339.9508.86542737.73306.491457.203
TCGA-02-2485-0183.942920.0000129.0486965.7110136.200418.5715.238137.6190539.33319.5238...6560.001592.7401840.95112.3810484.881726.66711.42862979.05439.524426.667
TCGA-02-2486-01108.25603.6585205.4882250.61873.171441.4631.829383.5366265.06129.8780...4330.49816.3351134.769.1463397.6771098.17012.80491340.24251.220541.463
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5 rows × 16148 columns

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" - ], - "text/plain": [ - "gene_id 1 10 100 1000 10000 10001 \\\n", - "sample_id \n", - "TCGA-02-0047-01 125.0070 10.4490 136.452 2302.47 1297.520 271.674 \n", - "TCGA-02-0055-01 391.8040 1.1212 222.004 1819.76 903.154 321.233 \n", - "TCGA-02-2483-01 271.8520 4.6438 255.831 2888.87 1319.680 458.048 \n", - "TCGA-02-2485-01 83.9429 20.0000 129.048 6965.71 10136.200 418.571 \n", - "TCGA-02-2486-01 108.2560 3.6585 205.488 2250.61 873.171 441.463 \n", - "\n", - "gene_id 10002 10003 100037417 10004 ... 9987 \\\n", - "sample_id ... \n", - "TCGA-02-0047-01 1.2293 8.6051 187.492 15.3662 ... 4033.31 \n", - "TCGA-02-0055-01 0.0000 38.1219 426.853 44.8493 ... 4431.67 \n", - "TCGA-02-2483-01 4.6438 5.9103 260.002 29.1293 ... 7839.58 \n", - "TCGA-02-2485-01 5.2381 37.6190 539.333 19.5238 ... 6560.00 \n", - "TCGA-02-2486-01 1.8293 83.5366 265.061 29.8780 ... 4330.49 \n", - "\n", - "gene_id 9988 9989 999 9990 9991 9992 \\\n", - "sample_id \n", - "TCGA-02-0047-01 791.278 1810.14 264.9130 684.225 1097.760 11.6783 \n", - "TCGA-02-0055-01 921.424 2038.96 2.2425 466.534 1399.860 16.8185 \n", - "TCGA-02-2483-01 846.708 2229.87 18.9974 565.184 1339.950 8.8654 \n", - "TCGA-02-2485-01 1592.740 1840.95 112.3810 484.881 726.667 11.4286 \n", - "TCGA-02-2486-01 816.335 1134.76 9.1463 397.677 1098.170 12.8049 \n", - "\n", - "gene_id 9993 9994 9997 \n", - "sample_id \n", - "TCGA-02-0047-01 4815.14 288.269 299.948 \n", - "TCGA-02-0055-01 2228.45 309.460 787.106 \n", - "TCGA-02-2483-01 2737.73 306.491 457.203 \n", - "TCGA-02-2485-01 2979.05 439.524 426.667 \n", - "TCGA-02-2486-01 1340.24 251.220 541.463 \n", - "\n", - "[5 rows x 16148 columns]" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "print(tcga_expr_df.shape)\n", - "tcga_expr_df.head()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Process TCGA cancer-type and sample-type info from barcodes\n", - "\n", - "Cancer-type includes `OV`, `BRCA`, `LUSC`, `LUAD`, etc. while sample-type includes `Primary`, `Metastatic`, `Solid Tissue Normal`, etc.\n", - "\n", - "See https://gdc.cancer.gov/resources-tcga-users/tcga-code-tables/tissue-source-site-codes for more details.\n", - "\n", - "The goal is to use this info to stratify training (90%) and testing (10%) balanced by cancer-type and sample-type. " - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "# Extract sample type in the order of the gene expression matrix\n", - "tcga_id = pd.DataFrame(tcga_expr_df.index)\n", - "\n", - "# Extract the last two digits of the barcode and recode sample-type\n", - "tcga_id = tcga_id.assign(sample_type = tcga_id.sample_id.str[-2:])\n", - "tcga_id.sample_type = tcga_id.sample_type.replace(sampletype_codes_dict)\n", - "\n", - "# Extract the first two ID numbers after `TCGA-` and recode cancer-type\n", - "tcga_id = tcga_id.assign(cancer_type = tcga_id.sample_id.str[5:7])\n", - "tcga_id.cancer_type = tcga_id.cancer_type.replace(cancertype_codes_dict)\n", - "\n", - "# Append cancer-type with sample-type to generate stratification variable\n", - "tcga_id = tcga_id.assign(stratify_samples = tcga_id.cancer_type.str.cat(tcga_id.sample_type))\n", - "\n", - "# Get stratification counts - function cannot work with singleton strats\n", - "stratify_counts = tcga_id.stratify_samples.value_counts().to_dict()\n", - "\n", - "# Recode stratification variables if they are singletons\n", - "tcga_id = tcga_id.assign(stratify_samples_count = tcga_id.stratify_samples)\n", - "tcga_id.stratify_samples_count = tcga_id.stratify_samples_count.replace(stratify_counts)\n", - "tcga_id.loc[tcga_id.stratify_samples_count == 1, \"stratify_samples\"] = \"other\"" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(11060, 5)\n" - ] - }, - { - "data": { - "text/html": [ - "
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sample_idsample_typecancer_typestratify_samplesstratify_samples_count
0TCGA-02-0047-01Primary Solid TumorGBMGBMPrimary Solid Tumor154
1TCGA-02-0055-01Primary Solid TumorGBMGBMPrimary Solid Tumor154
2TCGA-02-2483-01Primary Solid TumorGBMGBMPrimary Solid Tumor154
3TCGA-02-2485-01Primary Solid TumorGBMGBMPrimary Solid Tumor154
4TCGA-02-2486-01Primary Solid TumorGBMGBMPrimary Solid Tumor154
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" - ], - "text/plain": [ - " sample_id sample_type cancer_type stratify_samples \\\n", - "0 TCGA-02-0047-01 Primary Solid Tumor GBM GBMPrimary Solid Tumor \n", - "1 TCGA-02-0055-01 Primary Solid Tumor GBM GBMPrimary Solid Tumor \n", - "2 TCGA-02-2483-01 Primary Solid Tumor GBM GBMPrimary Solid Tumor \n", - "3 TCGA-02-2485-01 Primary Solid Tumor GBM GBMPrimary Solid Tumor \n", - "4 TCGA-02-2486-01 Primary Solid Tumor GBM GBMPrimary Solid Tumor \n", - "\n", - " stratify_samples_count \n", - "0 154 \n", - "1 154 \n", - "2 154 \n", - "3 154 \n", - "4 154 " - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Write out files for downstream use\n", - "file = os.path.join('data', 'tcga_sample_identifiers.tsv')\n", - "\n", - "(\n", - " tcga_id.drop(['stratify_samples', 'stratify_samples_count'], axis='columns')\n", - " .to_csv(file, sep='\\t', index=False)\n", - ")\n", - "\n", - "print(tcga_id.shape)\n", - "tcga_id.head()" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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cancertypen =
0BRCA1218
1KIRC606
2LUAD576
3THCA572
4UCEC567
5HNSC566
6LUSC553
7PRAD550
8LGG530
9COAD495
10SKCM474
11STAD450
12BLCA427
13LIHC423
14KIRP323
15CESC310
16OV308
17SARC265
18ESCA196
19PCPG187
20PAAD183
21LAML173
22GBM172
23READ171
24TGCT156
25THYM122
26KICH91
27MESO87
28UVM80
29ACC79
30UCS57
31DLBC48
32CHOL45
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" - ], - "text/plain": [ - " cancertype n =\n", - "0 BRCA 1218\n", - "1 KIRC 606\n", - "2 LUAD 576\n", - "3 THCA 572\n", - "4 UCEC 567\n", - "5 HNSC 566\n", - "6 LUSC 553\n", - "7 PRAD 550\n", - "8 LGG 530\n", - "9 COAD 495\n", - "10 SKCM 474\n", - "11 STAD 450\n", - "12 BLCA 427\n", - "13 LIHC 423\n", - "14 KIRP 323\n", - "15 CESC 310\n", - "16 OV 308\n", - "17 SARC 265\n", - "18 ESCA 196\n", - "19 PCPG 187\n", - "20 PAAD 183\n", - "21 LAML 173\n", - "22 GBM 172\n", - "23 READ 171\n", - "24 TGCT 156\n", - "25 THYM 122\n", - "26 KICH 91\n", - "27 MESO 87\n", - "28 UVM 80\n", - "29 ACC 79\n", - "30 UCS 57\n", - "31 DLBC 48\n", - "32 CHOL 45" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "cancertype_count_df = (\n", - " pd.DataFrame(tcga_id.cancer_type.value_counts())\n", - " .reset_index()\n", - " .rename({'index': 'cancertype', 'cancer_type': 'n ='}, axis='columns')\n", - ")\n", - "\n", - "file = os.path.join('data', 'tcga_sample_counts.tsv')\n", - "cancertype_count_df.to_csv(file, sep='\\t', index=False)\n", - "\n", - "cancertype_count_df" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Stratify Balanced Training and Testing Sets in TCGA Gene Expression\n", - "\n", - "Output training and testing gene expression datasets" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [], - "source": [ - "train_df, test_df = train_test_split(tcga_expr_df,\n", - " test_size=0.1,\n", - " random_state=123,\n", - " stratify=tcga_id.stratify_samples_count)" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(9954, 16148)\n" - ] - }, - { - "data": { - "text/plain": [ - "(1106, 16148)" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "print(train_df.shape)\n", - "test_df.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [], - "source": [ - "train_file = os.path.join('data', 'train_tcga_expression_matrix_processed.tsv.gz')\n", - "train_df.to_csv(train_file, sep='\\t', compression='gzip', float_format='%.3g')" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [], - "source": [ - "test_file = os.path.join('data', 'test_tcga_expression_matrix_processed.tsv.gz')\n", - "test_df.to_csv(test_file, sep='\\t', compression='gzip', float_format='%.3g')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Sort genes based on median absolute deviation and output to file" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [], - "source": [ - "# Determine most variably expressed genes and subset\n", - "mad_genes_df = pd.DataFrame(train_df.mad(axis=0).sort_values(ascending=False)).reset_index()\n", - "mad_genes_df.columns = ['gene_id', 'median_absolute_deviation']\n", - "\n", - "file = os.path.join('data', 'tcga_mad_genes.tsv')\n", - "mad_genes_df.to_csv(file, sep='\\t', index=False)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.4" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/0.expression-download/2B.process-target-data.ipynb b/0.expression-download/2B.process-target-data.ipynb deleted file mode 100644 index 7983d3b76..000000000 --- a/0.expression-download/2B.process-target-data.ipynb +++ /dev/null @@ -1,1050 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Process TARGET PanCancer Data\n", - "\n", - "Retrieve the downloaded expression data, update gene identifiers to entrez, and curate sample IDs. The script will also identify a balanced hold-out test set to compare projection performance into learned latent spaces across algorithms." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "import random\n", - "import pandas as pd\n", - "from sklearn.model_selection import train_test_split" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "random.seed(1234)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Read Phenotype Information" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(5958, 7)\n" - ] - }, - { - "data": { - "text/html": [ - "
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sample_idprimary_disease_code_primary_diseasesample_type_code_sample_type_PATIENT_cohort
0TARGET-00-NAAEMA-20Non cancerous tissueNon cancerous tissueCELLCControl AnalyteNAAEMATARGET
1TARGET-00-NAAEMB-20Non cancerous tissueNon cancerous tissueCELLCControl AnalyteNAAEMBTARGET
2TARGET-00-NAAEMC-20Non cancerous tissueNon cancerous tissueCELLCControl AnalyteNAAEMCTARGET
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" - ], - "text/plain": [ - " sample_id primary_disease_code _primary_disease \\\n", - "0 TARGET-00-NAAEMA-20 Non cancerous tissue Non cancerous tissue \n", - "1 TARGET-00-NAAEMB-20 Non cancerous tissue Non cancerous tissue \n", - "2 TARGET-00-NAAEMC-20 Non cancerous tissue Non cancerous tissue \n", - "\n", - " sample_type_code _sample_type _PATIENT _cohort \n", - "0 CELLC Control Analyte NAAEMA TARGET \n", - "1 CELLC Control Analyte NAAEMB TARGET \n", - "2 CELLC Control Analyte NAAEMC TARGET " - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "path = os.path.join('download', 'TARGET_phenotype.gz')\n", - "pheno_df = pd.read_table(path)\n", - "\n", - "print(pheno_df.shape)\n", - "pheno_df.head(3)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Read Entrez ID Curation Information\n", - "\n", - "Load curated gene names from versioned resource. See https://github.com/cognoma/genes for more details" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "# Commit from https://github.com/cognoma/genes\n", - "genes_commit = 'ad9631bb4e77e2cdc5413b0d77cb8f7e93fc5bee'" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(20395, 7)\n" - ] - }, - { - "data": { - "text/html": [ - "
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entrez_gene_idsymboldescriptionchromosomegene_typesynonymsaliases
01A1BGalpha-1-B glycoprotein19protein-codingA1B|ABG|GAB|HYST2477alpha-1B-glycoprotein|HEL-S-163pA|epididymis s...
12A2Malpha-2-macroglobulin12protein-codingA2MD|CPAMD5|FWP007|S863-7alpha-2-macroglobulin|C3 and PZP-like alpha-2-...
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" - ], - "text/plain": [ - " entrez_gene_id symbol description chromosome gene_type \\\n", - "0 1 A1BG alpha-1-B glycoprotein 19 protein-coding \n", - "1 2 A2M alpha-2-macroglobulin 12 protein-coding \n", - "\n", - " synonyms \\\n", - "0 A1B|ABG|GAB|HYST2477 \n", - "1 A2MD|CPAMD5|FWP007|S863-7 \n", - "\n", - " aliases \n", - "0 alpha-1B-glycoprotein|HEL-S-163pA|epididymis s... \n", - "1 alpha-2-macroglobulin|C3 and PZP-like alpha-2-... " - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "url = 'https://raw.githubusercontent.com/cognoma/genes/{}/data/genes.tsv'.format(genes_commit)\n", - "gene_df = pd.read_table(url)\n", - "\n", - "# Only consider protein-coding genes\n", - "gene_df = (\n", - " gene_df.query(\"gene_type == 'protein-coding'\")\n", - ")\n", - "\n", - "print(gene_df.shape)\n", - "gene_df.head(2)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "# Load gene updater - old to new Entrez gene identifiers\n", - "url = 'https://raw.githubusercontent.com/cognoma/genes/{}/data/updater.tsv'.format(genes_commit)\n", - "updater_df = pd.read_table(url)\n", - "old_to_new_entrez = dict(zip(updater_df.old_entrez_gene_id,\n", - " updater_df.new_entrez_gene_id))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Read Probe Mapping Info" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(18855, 13)\n" - ] - }, - { - "data": { - "text/html": [ - "
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idgenechromchromStartchromEndstrandentrez_gene_idsymboldescriptionchromosomegene_typesynonymsaliases
0ENSG00000186092.4OR4F5chr16909170008+79501OR4F5olfactory receptor family 4 subfamily F member 51protein-codingNaNolfactory receptor 4F5
1ENSG00000278566.1OR4F29chr1450740451678-729759OR4F29olfactory receptor family 4 subfamily F member 291protein-codingOR7-21olfactory receptor 4F3/4F16/4F29|olfactory rec...
2ENSG00000273547.1OR4F16chr1685716686654-81399OR4F16olfactory receptor family 4 subfamily F member 161protein-codingOR1-1|OR7-21olfactory receptor 4F3/4F16/4F29|olfactory rec...
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" - ], - "text/plain": [ - " id gene chrom chromStart chromEnd strand \\\n", - "0 ENSG00000186092.4 OR4F5 chr1 69091 70008 + \n", - "1 ENSG00000278566.1 OR4F29 chr1 450740 451678 - \n", - "2 ENSG00000273547.1 OR4F16 chr1 685716 686654 - \n", - "\n", - " entrez_gene_id symbol description \\\n", - "0 79501 OR4F5 olfactory receptor family 4 subfamily F member 5 \n", - "1 729759 OR4F29 olfactory receptor family 4 subfamily F member 29 \n", - "2 81399 OR4F16 olfactory receptor family 4 subfamily F member 16 \n", - "\n", - " chromosome gene_type synonyms \\\n", - "0 1 protein-coding NaN \n", - "1 1 protein-coding OR7-21 \n", - "2 1 protein-coding OR1-1|OR7-21 \n", - "\n", - " aliases \n", - "0 olfactory receptor 4F5 \n", - "1 olfactory receptor 4F3/4F16/4F29|olfactory rec... \n", - "2 olfactory receptor 4F3/4F16/4F29|olfactory rec... " - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "path = os.path.join('download', 'gencode.v23.annotation.gene.probemap')\n", - "probe_map_df = pd.read_table(path)\n", - "\n", - "# Inner merge gene df to get ensembl to entrez mapping\n", - "probe_map_df = probe_map_df.merge(gene_df, how='inner', left_on='gene', right_on='symbol')\n", - "\n", - "# Mapping to rename gene expression index\n", - "ensembl_to_entrez = dict(zip(probe_map_df.id, probe_map_df.entrez_gene_id))\n", - "\n", - "print(probe_map_df.shape)\n", - "probe_map_df.head(3)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Read Gene Expression Data" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(60498, 734)\n" - ] - }, - { - "data": { - "text/html": [ - "
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TARGET-30-PASWYR-01TARGET-20-PARUBT-09TARGET-30-PASNZU-01TARGET-52-PASDLA-11TARGET-50-PAKNRX-01TARGET-30-PASWFB-01TARGET-30-PALUYS-01TARGET-30-PAUDDK-01TARGET-10-PAPZNK-09TARGET-50-PAJLNJ-01...TARGET-20-PANLIZ-04TARGET-21-PASSLT-41TARGET-20-PASTTW-09TARGET-50-PAKYLT-01TARGET-20-PATJHJ-09TARGET-21-PATKKJ-41TARGET-10-PAPEJN-04TARGET-20-PABLDZ-09TARGET-10-PANSBR-09TARGET-10-PARFLV-04
sample
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ENSG00000259041.1-9.9658-9.9658-9.9658-9.9658-9.9658-9.9658-9.9658-9.9658-9.9658-9.9658...-9.9658-9.9658-9.9658-9.9658-9.9658-9.9658-9.9658-9.9658-9.9658-9.9658
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sample_id
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cancertypen =
0AML196
1ALL194
2NBL162
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" - ], - "text/plain": [ - " cancertype n =\n", - "0 AML 196\n", - "1 ALL 194\n", - "2 NBL 162\n", - "3 WT 132\n", - "4 AML-IF 32\n", - "5 CCSK 13\n", - "6 RT 5" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "cancertype_count_df = (\n", - " pd.DataFrame(strat.value_counts())\n", - " .reset_index()\n", - " .rename({'index': 'cancertype', 'primary_disease_code': 'n ='}, axis='columns')\n", - ")\n", - "\n", - "file = os.path.join('data', 'target_sample_counts.tsv')\n", - "cancertype_count_df.to_csv(file, sep='\\t', index=False)\n", - "\n", - "cancertype_count_df" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "train_df, test_df = train_test_split(expr_df,\n", - " test_size=0.1,\n", - " random_state=123,\n", - " stratify=strat)" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(660, 18753)\n" - ] - }, - { - "data": { - "text/plain": [ - "(74, 18753)" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "print(train_df.shape)\n", - "test_df.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], - "source": [ - "train_file = os.path.join('data', 'train_target_expression_matrix_processed.tsv.gz')\n", - "train_df.to_csv(train_file, sep='\\t', compression='gzip', float_format='%.3g')" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "test_file = os.path.join('data', 'test_target_expression_matrix_processed.tsv.gz')\n", - "test_df.to_csv(test_file, sep='\\t', compression='gzip', float_format='%.3g')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Sort genes based on median absolute deviation and output to file" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [], - "source": [ - "# Determine most variably expressed genes and subset\n", - "mad_genes_df = pd.DataFrame(train_df.mad(axis=0).sort_values(ascending=False)).reset_index()\n", - "mad_genes_df.columns = ['gene_id', 'median_absolute_deviation']\n", - "\n", - "file = os.path.join('data', 'target_mad_genes.tsv')\n", - "mad_genes_df.to_csv(file, sep='\\t', index=False)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.4" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/0.expression-download/2C.process-gtex-data.ipynb b/0.expression-download/2C.process-gtex-data.ipynb deleted file mode 100644 index 663be3ab2..000000000 --- a/0.expression-download/2C.process-gtex-data.ipynb +++ /dev/null @@ -1,1270 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Process GTEx Gene Expression Data\n", - "\n", - "Retrieve the downloaded expression data, update gene identifiers to entrez, and curate sample IDs. The script will also identify a balanced hold-out test set to compare projection performance into learned latent spaces across algorithms.\n", - "\n", - "**Note:** GTEx version 7 was downloaded from https://www.gtexportal.org/home/datasets" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "import random\n", - "import pandas as pd\n", - "from sklearn.model_selection import train_test_split" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "random.seed(1234)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Read Phenotype Information" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(15598, 63)\n" - ] - }, - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - " SAMPID SMATSSCR SMCENTER SMPTHNTS SMRIN SMTS \\\n", - "0 GTEX-1117F-0003-SM-58Q7G NaN B1 NaN NaN Blood \n", - "1 GTEX-1117F-0003-SM-5DWSB NaN B1 NaN NaN Blood \n", - "2 GTEX-1117F-0003-SM-6WBT7 NaN B1 NaN NaN Blood \n", - "\n", - " SMTSD SMUBRID SMTSISCH SMTSPAX ... SME1ANTI SMSPLTRD \\\n", - "0 Whole Blood 0013756 1188.0 NaN ... NaN NaN \n", - "1 Whole Blood 0013756 1188.0 NaN ... NaN NaN \n", - "2 Whole Blood 0013756 1188.0 NaN ... NaN NaN \n", - "\n", - " SMBSMMRT SME1SNSE SME1PCTS SMRRNART SME1MPRT SMNUM5CD SMDPMPRT SME2PCTS \n", - "0 NaN NaN NaN NaN NaN NaN NaN NaN \n", - "1 NaN NaN NaN NaN NaN NaN NaN NaN \n", - "2 NaN NaN NaN NaN NaN NaN NaN NaN \n", - "\n", - "[3 rows x 63 columns]" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "path = os.path.join('download', 'GTEx_v7_Annotations_SampleAttributesDS.txt')\n", - "pheno_df = pd.read_table(path)\n", - "\n", - "print(pheno_df.shape)\n", - "pheno_df.head(3)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Read Entrez ID Curation Information\n", - "\n", - "Load curated gene names from versioned resource. See https://github.com/cognoma/genes for more details" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "# Commit from https://github.com/cognoma/genes\n", - "genes_commit = 'ad9631bb4e77e2cdc5413b0d77cb8f7e93fc5bee'" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(20395, 7)\n" - ] - }, - { - "data": { - "text/html": [ - "
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entrez_gene_idsymboldescriptionchromosomegene_typesynonymsaliases
01A1BGalpha-1-B glycoprotein19protein-codingA1B|ABG|GAB|HYST2477alpha-1B-glycoprotein|HEL-S-163pA|epididymis s...
12A2Malpha-2-macroglobulin12protein-codingA2MD|CPAMD5|FWP007|S863-7alpha-2-macroglobulin|C3 and PZP-like alpha-2-...
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" - ], - "text/plain": [ - " entrez_gene_id symbol description chromosome gene_type \\\n", - "0 1 A1BG alpha-1-B glycoprotein 19 protein-coding \n", - "1 2 A2M alpha-2-macroglobulin 12 protein-coding \n", - "\n", - " synonyms \\\n", - "0 A1B|ABG|GAB|HYST2477 \n", - "1 A2MD|CPAMD5|FWP007|S863-7 \n", - "\n", - " aliases \n", - "0 alpha-1B-glycoprotein|HEL-S-163pA|epididymis s... \n", - "1 alpha-2-macroglobulin|C3 and PZP-like alpha-2-... " - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "url = 'https://raw.githubusercontent.com/cognoma/genes/{}/data/genes.tsv'.format(genes_commit)\n", - "gene_df = pd.read_table(url)\n", - "\n", - "# Only consider protein-coding genes\n", - "gene_df = (\n", - " gene_df.query(\"gene_type == 'protein-coding'\")\n", - ")\n", - "\n", - "print(gene_df.shape)\n", - "gene_df.head(2)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "# Load gene updater - old to new Entrez gene identifiers\n", - "url = 'https://raw.githubusercontent.com/cognoma/genes/{}/data/updater.tsv'.format(genes_commit)\n", - "updater_df = pd.read_table(url)\n", - "old_to_new_entrez = dict(zip(updater_df.old_entrez_gene_id,\n", - " updater_df.new_entrez_gene_id))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Read Gene Expression Data" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(56202, 11689)\n" - ] - }, - { - "data": { - "text/html": [ - "
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GTEX-1117F-0426-SM-5EGHI0.6198110.00.24910.00005.080.111578.170.127453.436.029...0.00.00.49770.00000.01.5250.00.00.81820.00000
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" - ], - "text/plain": [ - "symbol 1 2 9 10 \\\n", - "sample_id \n", - "GTEX-1117F-0226-SM-5GZZ7 4.9610 356.1 2.0350 0.2791 \n", - "GTEX-1117F-0426-SM-5EGHI 0.6198 110.0 0.2491 0.0000 \n", - "\n", - "symbol 12 13 14 15 \\\n", - "sample_id \n", - "GTEX-1117F-0226-SM-5GZZ7 48.12 1.4010 174.40 0.4212 \n", - "GTEX-1117F-0426-SM-5EGHI 5.08 0.1115 78.17 0.1274 \n", - "\n", - "symbol 16 18 ... 101180976 \\\n", - "sample_id ... \n", - "GTEX-1117F-0226-SM-5GZZ7 71.11 7.744 ... 0.0 \n", - "GTEX-1117F-0426-SM-5EGHI 53.43 6.029 ... 0.0 \n", - "\n", - "symbol 101241878 101362076 101928601 102723547 \\\n", - "sample_id \n", - "GTEX-1117F-0226-SM-5GZZ7 0.0 1.6460 0.1025 0.0 \n", - "GTEX-1117F-0426-SM-5EGHI 0.0 0.4977 0.0000 0.0 \n", - "\n", - "symbol 102724231 102724473 102724928 105375355 \\\n", - "sample_id \n", - "GTEX-1117F-0226-SM-5GZZ7 2.521 0.0 0.0 10.5300 \n", - "GTEX-1117F-0426-SM-5EGHI 1.525 0.0 0.0 0.8182 \n", - "\n", - "symbol 105378803 \n", - "sample_id \n", - "GTEX-1117F-0226-SM-5GZZ7 0.03187 \n", - "GTEX-1117F-0426-SM-5EGHI 0.00000 \n", - "\n", - "[2 rows x 18356 columns]" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "expr_df = (expr_df\n", - " .drop(['Name'], axis='columns')\n", - " .dropna(axis='rows')\n", - " .groupby(level=0).mean()\n", - " .reindex(map_df.symbol)\n", - " .rename(index=symbol_to_entrez)\n", - " .rename(index=old_to_new_entrez)\n", - " .transpose()\n", - " .sort_index(axis='rows')\n", - " .sort_index(axis='columns')\n", - ")\n", - "\n", - "expr_df.index.rename('sample_id', inplace=True)\n", - "\n", - "print(expr_df.shape)\n", - "expr_df.head(2)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Stratify Balanced Training and Testing Sets in GTEx Gene Expression\n", - "\n", - "Output training and testing gene expression datasets." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "strat = pheno_df.set_index('SAMPID').reindex(expr_df.index).SMTSD" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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tissuetypen =
0Muscle - Skeletal564
1Skin - Sun Exposed (Lower leg)473
2Thyroid446
3Adipose - Subcutaneous442
4Artery - Tibial441
5Lung427
6Nerve - Tibial414
7Whole Blood407
8Esophagus - Mucosa407
9Skin - Not Sun Exposed (Suprapubic)387
10Esophagus - Muscularis370
11Adipose - Visceral (Omentum)355
12Cells - Transformed fibroblasts343
13Heart - Left Ventricle303
14Artery - Aorta299
15Heart - Atrial Appendage297
16Breast - Mammary Tissue290
17Colon - Transverse274
18Stomach262
19Testis259
20Pancreas248
21Esophagus - Gastroesophageal Junction244
22Colon - Sigmoid233
23Adrenal Gland190
24Pituitary183
25Liver175
26Brain - Cerebellum173
27Artery - Coronary173
28Spleen162
29Brain - Caudate (basal ganglia)160
30Brain - Cortex158
31Prostate152
32Brain - Nucleus accumbens (basal ganglia)147
33Small Intestine - Terminal Ileum137
34Brain - Cerebellar Hemisphere136
35Ovary133
36Cells - EBV-transformed lymphocytes130
37Brain - Frontal Cortex (BA9)129
38Brain - Putamen (basal ganglia)124
39Brain - Hippocampus123
40Brain - Hypothalamus121
41Brain - Anterior cingulate cortex (BA24)121
42Vagina115
43Uterus111
44Brain - Amygdala100
45Minor Salivary Gland97
46Brain - Spinal cord (cervical c-1)91
47Brain - Substantia nigra88
48Kidney - Cortex45
49Bladder11
50Fallopian Tube7
51Cervix - Ectocervix6
52Cervix - Endocervix5
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" - ], - "text/plain": [ - " tissuetype n =\n", - "0 Muscle - Skeletal 564\n", - "1 Skin - Sun Exposed (Lower leg) 473\n", - "2 Thyroid 446\n", - "3 Adipose - Subcutaneous 442\n", - "4 Artery - Tibial 441\n", - "5 Lung 427\n", - "6 Nerve - Tibial 414\n", - "7 Whole Blood 407\n", - "8 Esophagus - Mucosa 407\n", - "9 Skin - Not Sun Exposed (Suprapubic) 387\n", - "10 Esophagus - Muscularis 370\n", - "11 Adipose - Visceral (Omentum) 355\n", - "12 Cells - Transformed fibroblasts 343\n", - "13 Heart - Left Ventricle 303\n", - "14 Artery - Aorta 299\n", - "15 Heart - Atrial Appendage 297\n", - "16 Breast - Mammary Tissue 290\n", - "17 Colon - Transverse 274\n", - "18 Stomach 262\n", - "19 Testis 259\n", - "20 Pancreas 248\n", - "21 Esophagus - Gastroesophageal Junction 244\n", - "22 Colon - Sigmoid 233\n", - "23 Adrenal Gland 190\n", - "24 Pituitary 183\n", - "25 Liver 175\n", - "26 Brain - Cerebellum 173\n", - "27 Artery - Coronary 173\n", - "28 Spleen 162\n", - "29 Brain - Caudate (basal ganglia) 160\n", - "30 Brain - Cortex 158\n", - "31 Prostate 152\n", - "32 Brain - Nucleus accumbens (basal ganglia) 147\n", - "33 Small Intestine - Terminal Ileum 137\n", - "34 Brain - Cerebellar Hemisphere 136\n", - "35 Ovary 133\n", - "36 Cells - EBV-transformed lymphocytes 130\n", - "37 Brain - Frontal Cortex (BA9) 129\n", - "38 Brain - Putamen (basal ganglia) 124\n", - "39 Brain - Hippocampus 123\n", - "40 Brain - Hypothalamus 121\n", - "41 Brain - Anterior cingulate cortex (BA24) 121\n", - "42 Vagina 115\n", - "43 Uterus 111\n", - "44 Brain - Amygdala 100\n", - "45 Minor Salivary Gland 97\n", - "46 Brain - Spinal cord (cervical c-1) 91\n", - "47 Brain - Substantia nigra 88\n", - "48 Kidney - Cortex 45\n", - "49 Bladder 11\n", - "50 Fallopian Tube 7\n", - "51 Cervix - Ectocervix 6\n", - "52 Cervix - Endocervix 5" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "tissuetype_count_df = (\n", - " pd.DataFrame(strat.value_counts())\n", - " .reset_index()\n", - " .rename({'index': 'tissuetype', 'SMTSD': 'n ='}, axis='columns')\n", - ")\n", - "\n", - "file = os.path.join('data', 'gtex_sample_counts.tsv')\n", - "tissuetype_count_df.to_csv(file, sep='\\t', index=False)\n", - "\n", - "tissuetype_count_df" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "train_df, test_df = train_test_split(expr_df,\n", - " test_size=0.1,\n", - " random_state=123,\n", - " stratify=strat)" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(10519, 18356)\n" - ] - }, - { - "data": { - "text/plain": [ - "(1169, 18356)" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "print(train_df.shape)\n", - "test_df.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], - "source": [ - "train_file = os.path.join('data', 'train_gtex_expression_matrix_processed.tsv.gz')\n", - "train_df.to_csv(train_file, sep='\\t', compression='gzip', float_format='%.3g')" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "test_file = os.path.join('data', 'test_gtex_expression_matrix_processed.tsv.gz')\n", - "test_df.to_csv(test_file, sep='\\t', compression='gzip', float_format='%.3g')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Sort genes based on median absolute deviation and output to file" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [], - "source": [ - "# Determine most variably expressed genes and subset\n", - "mad_genes_df = pd.DataFrame(train_df.mad(axis=0).sort_values(ascending=False)).reset_index()\n", - "mad_genes_df.columns = ['gene_id', 'median_absolute_deviation']\n", - "\n", - "file = os.path.join('data', 'gtex_mad_genes.tsv')\n", - "mad_genes_df.to_csv(file, sep='\\t', index=False)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.4" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/0.expression-download/2D.process-grein-data.ipynb b/0.expression-download/2D.process-grein-data.ipynb deleted file mode 100644 index 2a2d27951..000000000 --- a/0.expression-download/2D.process-grein-data.ipynb +++ /dev/null @@ -1,621 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Process TARGET PanCancer Data\n", - "\n", - "Retrieve the downloaded expression data, update gene identifiers to entrez, and curate sample IDs. The script will also identify a balanced hold-out test set to compare projection performance into learned latent spaces across algorithms." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "import random\n", - "import pandas as pd\n", - "from sklearn.model_selection import train_test_split" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "random.seed(1234)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Read Phenotype Information: skipping until phenotype data found" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# path = os.path.join('download', 'TARGET_phenotype.gz')\n", - "# pheno_df = pd.read_table(path)\n", - "\n", - "# print(pheno_df.shape)\n", - "# pheno_df.head(3)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Read Probe Mapping Info \n", - "(where chromosomes start and end, saved in a file in downloads)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# path = os.path.join('download', 'gencode.v23.annotation.gene.probemap')\n", - "# probe_map_df = pd.read_table(path)\n", - "\n", - "# # Inner merge gene df to get ensembl to entrez mapping\n", - "# probe_map_df = probe_map_df.merge(gene_df, how='inner', left_on='gene', right_on='symbol')\n", - "\n", - "# # Mapping to rename gene expression index\n", - "# ensembl_to_entrez = dict(zip(probe_map_df.id, probe_map_df.entrez_gene_id))\n", - "\n", - "# print(probe_map_df.shape)\n", - "# probe_map_df.head(3)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Read Gene Expression Data" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(27990, 1635)\n" - ] - }, - { - "data": { - "text/html": [ - "
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genegene_symbolGSM2667747_xGSM2667748_xGSM2667749_xGSM2667750_xGSM2667751_xGSM2667752_xGSM2667753_xGSM2667754_x...GSM2701937GSM2701938GSM2701939GSM2701940GSM2701941GSM2701942GSM2701943GSM2701944GSM2701945GSM2701946
0ENSG00000000003TSPAN61766.0677420.8206300.80093142.84392207.83924367.5056228.5759650.3287...17.432413.70069.893511.902311.35648.921316.489413.947916.80667.7069
1ENSG00000000005TNMD43.928018.00910.0000115.891763.593639.780311.75881.0153...2.00002.04431.00005.51407.61656.60373.00007.00004.57651.0551
2ENSG00000000419DPM11097.7855367.2333316.52263895.05881536.13751084.5276127.7205245.1014...165.9822217.9993114.9995307.4970272.9994301.4232211.9566227.9990264.4285256.9996
3ENSG00000000457SCYL3601.4702270.9239163.68691177.2241873.9074845.1423229.8548134.4694...96.650884.513770.899799.7864145.2329122.972681.508179.021599.914677.1152
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4 rows × 1635 columns

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" - ], - "text/plain": [ - " gene gene_symbol GSM2667747_x GSM2667748_x GSM2667749_x \\\n", - "0 ENSG00000000003 TSPAN6 1766.0677 420.8206 300.8009 \n", - "1 ENSG00000000005 TNMD 43.9280 18.0091 0.0000 \n", - "2 ENSG00000000419 DPM1 1097.7855 367.2333 316.5226 \n", - "3 ENSG00000000457 SCYL3 601.4702 270.9239 163.6869 \n", - "\n", - " GSM2667750_x GSM2667751_x GSM2667752_x GSM2667753_x GSM2667754_x ... \\\n", - "0 3142.8439 2207.8392 4367.5056 228.5759 650.3287 ... \n", - "1 115.8917 63.5936 39.7803 11.7588 1.0153 ... \n", - "2 3895.0588 1536.1375 1084.5276 127.7205 245.1014 ... \n", - "3 1177.2241 873.9074 845.1423 229.8548 134.4694 ... \n", - "\n", - " GSM2701937 GSM2701938 GSM2701939 GSM2701940 GSM2701941 GSM2701942 \\\n", - "0 17.4324 13.7006 9.8935 11.9023 11.3564 8.9213 \n", - "1 2.0000 2.0443 1.0000 5.5140 7.6165 6.6037 \n", - "2 165.9822 217.9993 114.9995 307.4970 272.9994 301.4232 \n", - "3 96.6508 84.5137 70.8997 99.7864 145.2329 122.9726 \n", - "\n", - " GSM2701943 GSM2701944 GSM2701945 GSM2701946 \n", - "0 16.4894 13.9479 16.8066 7.7069 \n", - "1 3.0000 7.0000 4.5765 1.0551 \n", - "2 211.9566 227.9990 264.4285 256.9996 \n", - "3 81.5081 79.0215 99.9146 77.1152 \n", - "\n", - "[4 rows x 1635 columns]" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "file = os.path.join('download', 'grein_count_matrix_human.pkl')\n", - "expr_df = pd.read_pickle(file)\n", - "\n", - "print(expr_df.shape)\n", - "expr_df.head(4)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Process gene expression matrix\n", - "\n", - "This involves updating Entrez gene ids, sorting and subsetting" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(27990, 1635)\n" - ] - }, - { - "data": { - "text/html": [ - "
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genegene_symbolGSM2667747_xGSM2667748_xGSM2667749_xGSM2667750_xGSM2667751_xGSM2667752_xGSM2667753_xGSM2667754_x...GSM2701937GSM2701938GSM2701939GSM2701940GSM2701941GSM2701942GSM2701943GSM2701944GSM2701945GSM2701946
sample_id
0ENSG00000000003TSPAN61766.0677420.8206300.80093142.84392207.83924367.5056228.5759650.3287...17.432413.70069.893511.902311.35648.921316.489413.947916.80667.7069
1ENSG00000000005TNMD43.928018.00910.0000115.891763.593639.780311.75881.0153...2.00002.04431.00005.51407.61656.60373.00007.00004.57651.0551
\n", - "

2 rows × 1635 columns

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" - ], - "text/plain": [ - " gene gene_symbol GSM2667747_x GSM2667748_x \\\n", - "sample_id \n", - "0 ENSG00000000003 TSPAN6 1766.0677 420.8206 \n", - "1 ENSG00000000005 TNMD 43.9280 18.0091 \n", - "\n", - " GSM2667749_x GSM2667750_x GSM2667751_x GSM2667752_x \\\n", - "sample_id \n", - "0 300.8009 3142.8439 2207.8392 4367.5056 \n", - "1 0.0000 115.8917 63.5936 39.7803 \n", - "\n", - " GSM2667753_x GSM2667754_x ... GSM2701937 GSM2701938 \\\n", - "sample_id ... \n", - "0 228.5759 650.3287 ... 17.4324 13.7006 \n", - "1 11.7588 1.0153 ... 2.0000 2.0443 \n", - "\n", - " GSM2701939 GSM2701940 GSM2701941 GSM2701942 GSM2701943 \\\n", - "sample_id \n", - "0 9.8935 11.9023 11.3564 8.9213 16.4894 \n", - "1 1.0000 5.5140 7.6165 6.6037 3.0000 \n", - "\n", - " GSM2701944 GSM2701945 GSM2701946 \n", - "sample_id \n", - "0 13.9479 16.8066 7.7069 \n", - "1 7.0000 4.5765 1.0551 \n", - "\n", - "[2 rows x 1635 columns]" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# expr_df = (expr_df\n", - "# .dropna(axis='rows')\n", - "# .reindex(probe_map_df.id)\n", - "# .rename(index=ensembl_to_entrez)\n", - "# .rename(index=old_to_new_entrez)\n", - "# .groupby(level=0).mean()\n", - "# .transpose()\n", - "# .sort_index(axis='rows')\n", - "# .sort_index(axis='columns')\n", - "# )\n", - "\n", - "expr_df.index.rename('sample_id', inplace=True)\n", - "\n", - "print(expr_df.shape)\n", - "expr_df.head(2)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Stratify Balanced Training and Testing Sets in TARGET Gene Expression\n", - "\n", - "Output training and testing gene expression datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#strat = pheno_df.set_index('sample_id').reindex(expr_df.index).primary_disease_code" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# cancertype_count_df = (\n", - "# pd.DataFrame(strat.value_counts()) #not using value_counts, what number should we use here? \n", - "# .reset_index()\n", - "# .rename({'index': 'cancertype', 'primary_disease_code': 'n ='}, axis='columns')\n", - "# )\n", - "\n", - "# file = os.path.join('data', 'target_sample_counts.tsv') #change which file - do we have a file that works for this?\n", - "# cancertype_count_df.to_csv(file, sep='\\t', index=False)\n", - "\n", - "# cancertype_count_df" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "train_df, test_df = train_test_split(expr_df,\n", - " test_size=0.1,\n", - " random_state=123) #if no stratify defined, should just randomize on its own" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(25191, 1635)\n" - ] - }, - { - "data": { - "text/plain": [ - "(2799, 1635)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "print(train_df.shape)\n", - "test_df.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "#save train dataframe to file \n", - "train_file = os.path.join('data', 'train_grein_processed.tsv.gz')\n", - "train_df.to_csv(train_file, sep='\\t', compression='gzip', float_format='%.3g')" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "#save test dataframe to file \n", - "test_file = os.path.join('data', 'test_grein_processed.tsv.gz')\n", - "test_df.to_csv(test_file, sep='\\t', compression='gzip', float_format='%.3g')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Sort genes based on median absolute deviation and output to file" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "# Determine most variably expressed genes and subset\n", - "train_df_mad = abs(train_df.drop(['gene', 'gene_symbol'], axis = 1) - train_df.drop(['gene', 'gene_symbol'], axis = 1).median()).median().reset_index()\n", - "train_df_mad.columns = ['gene_id', 'median_abs_deviation']\n", - "\n", - "file = os.path.join('data', 'grein_mad_genes.tsv')\n", - "train_df_mad.to_csv(file, sep='\\t', index=False)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.4" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/0.expression-download/3.sample-type-counts.ipynb b/0.expression-download/3.sample-type-counts.ipynb deleted file mode 100644 index bccfdef73..000000000 --- a/0.expression-download/3.sample-type-counts.ipynb +++ /dev/null @@ -1,800 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Describe tissue types of input data\n", - "\n", - "**Gregory Way, 2019**\n", - "\n", - "Load in previously identified tissue type counts and output a supplementary table." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "import pandas as pd" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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tissuen =dataset
0BRCA1218TCGA
1KIRC606TCGA
2LUAD576TCGA
3THCA572TCGA
4UCEC567TCGA
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" - ], - "text/plain": [ - " tissue n = dataset\n", - "0 BRCA 1218 TCGA\n", - "1 KIRC 606 TCGA\n", - "2 LUAD 576 TCGA\n", - "3 THCA 572 TCGA\n", - "4 UCEC 567 TCGA" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Load TCGA data\n", - "file = os.path.join('data', 'tcga_sample_counts.tsv')\n", - "tcga_count_df = pd.read_table(file, sep='\\t').rename({'cancertype': 'tissue'}, axis='columns')\n", - "tcga_count_df = tcga_count_df.assign(dataset=\"TCGA\")\n", - "tcga_count_df.head()" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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tissuen =dataset
0Muscle - Skeletal564GTEX
1Skin - Sun Exposed (Lower leg)473GTEX
2Thyroid446GTEX
3Adipose - Subcutaneous442GTEX
4Artery - Tibial441GTEX
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" - ], - "text/plain": [ - " tissue n = dataset\n", - "0 Muscle - Skeletal 564 GTEX\n", - "1 Skin - Sun Exposed (Lower leg) 473 GTEX\n", - "2 Thyroid 446 GTEX\n", - "3 Adipose - Subcutaneous 442 GTEX\n", - "4 Artery - Tibial 441 GTEX" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Load GTEX data\n", - "file = os.path.join('data', 'gtex_sample_counts.tsv')\n", - "gtex_count_df = pd.read_table(file, sep='\\t').rename({'tissuetype': 'tissue'}, axis='columns')\n", - "gtex_count_df = gtex_count_df.assign(dataset=\"GTEX\")\n", - "gtex_count_df.head()" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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tissuen =dataset
0AML196TARGET
1ALL194TARGET
2NBL162TARGET
3WT132TARGET
4AML-IF32TARGET
\n", - "
" - ], - "text/plain": [ - " tissue n = dataset\n", - "0 AML 196 TARGET\n", - "1 ALL 194 TARGET\n", - "2 NBL 162 TARGET\n", - "3 WT 132 TARGET\n", - "4 AML-IF 32 TARGET" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Load TARGET data\n", - "file = os.path.join('data', 'target_sample_counts.tsv')\n", - "target_count_df = pd.read_table(file, sep='\\t').rename({'cancertype': 'tissue'}, axis='columns')\n", - "target_count_df = target_count_df.assign(dataset=\"TARGET\")\n", - "target_count_df.head()" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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tissuen =dataset
0ACC79TCGA
1ALL194TARGET
2AML196TARGET
3AML-IF32TARGET
4Adipose - Subcutaneous442GTEX
5Adipose - Visceral (Omentum)355GTEX
6Adrenal Gland190GTEX
7Artery - Aorta299GTEX
8Artery - Coronary173GTEX
9Artery - Tibial441GTEX
10BLCA427TCGA
11BRCA1218TCGA
12Bladder11GTEX
13Brain - Amygdala100GTEX
14Brain - Anterior cingulate cortex (BA24)121GTEX
15Brain - Caudate (basal ganglia)160GTEX
16Brain - Cerebellar Hemisphere136GTEX
17Brain - Cerebellum173GTEX
18Brain - Cortex158GTEX
19Brain - Frontal Cortex (BA9)129GTEX
20Brain - Hippocampus123GTEX
21Brain - Hypothalamus121GTEX
22Brain - Nucleus accumbens (basal ganglia)147GTEX
23Brain - Putamen (basal ganglia)124GTEX
24Brain - Spinal cord (cervical c-1)91GTEX
25Brain - Substantia nigra88GTEX
26Breast - Mammary Tissue290GTEX
27CCSK13TARGET
28CESC310TCGA
29CHOL45TCGA
............
63OV308TCGA
64Ovary133GTEX
65PAAD183TCGA
66PCPG187TCGA
67PRAD550TCGA
68Pancreas248GTEX
69Pituitary183GTEX
70Prostate152GTEX
71READ171TCGA
72RT5TARGET
73SARC265TCGA
74SKCM474TCGA
75STAD450TCGA
76Skin - Not Sun Exposed (Suprapubic)387GTEX
77Skin - Sun Exposed (Lower leg)473GTEX
78Small Intestine - Terminal Ileum137GTEX
79Spleen162GTEX
80Stomach262GTEX
81TGCT156TCGA
82THCA572TCGA
83THYM122TCGA
84Testis259GTEX
85Thyroid446GTEX
86UCEC567TCGA
87UCS57TCGA
88UVM80TCGA
89Uterus111GTEX
90Vagina115GTEX
91WT132TARGET
92Whole Blood407GTEX
\n", - "

93 rows × 3 columns

\n", - "
" - ], - "text/plain": [ - " tissue n = dataset\n", - "0 ACC 79 TCGA\n", - "1 ALL 194 TARGET\n", - "2 AML 196 TARGET\n", - "3 AML-IF 32 TARGET\n", - "4 Adipose - Subcutaneous 442 GTEX\n", - "5 Adipose - Visceral (Omentum) 355 GTEX\n", - "6 Adrenal Gland 190 GTEX\n", - "7 Artery - Aorta 299 GTEX\n", - "8 Artery - Coronary 173 GTEX\n", - "9 Artery - Tibial 441 GTEX\n", - "10 BLCA 427 TCGA\n", - "11 BRCA 1218 TCGA\n", - "12 Bladder 11 GTEX\n", - "13 Brain - Amygdala 100 GTEX\n", - "14 Brain - Anterior cingulate cortex (BA24) 121 GTEX\n", - "15 Brain - Caudate (basal ganglia) 160 GTEX\n", - "16 Brain - Cerebellar Hemisphere 136 GTEX\n", - "17 Brain - Cerebellum 173 GTEX\n", - "18 Brain - Cortex 158 GTEX\n", - "19 Brain - Frontal Cortex (BA9) 129 GTEX\n", - "20 Brain - Hippocampus 123 GTEX\n", - "21 Brain - Hypothalamus 121 GTEX\n", - "22 Brain - Nucleus accumbens (basal ganglia) 147 GTEX\n", - "23 Brain - Putamen (basal ganglia) 124 GTEX\n", - "24 Brain - Spinal cord (cervical c-1) 91 GTEX\n", - "25 Brain - Substantia nigra 88 GTEX\n", - "26 Breast - Mammary Tissue 290 GTEX\n", - "27 CCSK 13 TARGET\n", - "28 CESC 310 TCGA\n", - "29 CHOL 45 TCGA\n", - ".. ... ... ...\n", - "63 OV 308 TCGA\n", - "64 Ovary 133 GTEX\n", - "65 PAAD 183 TCGA\n", - "66 PCPG 187 TCGA\n", - "67 PRAD 550 TCGA\n", - "68 Pancreas 248 GTEX\n", - "69 Pituitary 183 GTEX\n", - "70 Prostate 152 GTEX\n", - "71 READ 171 TCGA\n", - "72 RT 5 TARGET\n", - "73 SARC 265 TCGA\n", - "74 SKCM 474 TCGA\n", - "75 STAD 450 TCGA\n", - "76 Skin - Not Sun Exposed (Suprapubic) 387 GTEX\n", - "77 Skin - Sun Exposed (Lower leg) 473 GTEX\n", - "78 Small Intestine - Terminal Ileum 137 GTEX\n", - "79 Spleen 162 GTEX\n", - "80 Stomach 262 GTEX\n", - "81 TGCT 156 TCGA\n", - "82 THCA 572 TCGA\n", - "83 THYM 122 TCGA\n", - "84 Testis 259 GTEX\n", - "85 Thyroid 446 GTEX\n", - "86 UCEC 567 TCGA\n", - "87 UCS 57 TCGA\n", - "88 UVM 80 TCGA\n", - "89 Uterus 111 GTEX\n", - "90 Vagina 115 GTEX\n", - "91 WT 132 TARGET\n", - "92 Whole Blood 407 GTEX\n", - "\n", - "[93 rows x 3 columns]" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Combine all data to generate supplementary table\n", - "full_count_df = (\n", - " pd.concat([tcga_count_df, gtex_count_df, target_count_df], axis='rows')\n", - " .sort_values(by='tissue', ascending=True)\n", - " .reset_index(drop=True)\n", - ")\n", - "\n", - "\n", - "file = os.path.join('results', 'full_sample_counts.tsv')\n", - "full_count_df.to_csv(file, sep='\\t', index=False)\n", - "\n", - "full_count_df" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python [conda env:biobombe]", - "language": "python", - "name": "conda-env-biobombe-py" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.7" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/0.expression-download/README.md b/0.expression-download/README.md deleted file mode 100644 index f312bef33..000000000 --- a/0.expression-download/README.md +++ /dev/null @@ -1,125 +0,0 @@ -# Downloading and Processing Gene Expression Data - -**Gregory Way, 2018** - -This module stores scripts to download and process gene expression data. -The processed files are tracked in this repository, so there is no need to rerun the downloading scripts. -All processed files will be used for either training or evaluation. - -## RNAseq Data - -### The Cancer Genome Atlas PanCanAtlas - -This data was generated as a multicenter effort to profile over 10,000 tumors from 33 different cancer-types. -The list of data used as part of this effort is listed in the [Genomic Data Commons of The National Cancer Institute](https://gdc.cancer.gov/about-data/publications/pancanatlas). -We download, process, and train compression models using the `RNA (Final)` data listed there. - -### TARGET - -Therapeutically Applicable Research to Generate Effective Treatments (TARGET) has profiled over 700 cases of pediatric cancer from 7 different cancer-types. -We access the TARGET data using [UCSC Xena](https://xenabrowser.net/datapages/?dataset=target_RSEM_isoform_fpkm&host=https%3A%2F%2Ftoil.xenahubs.net). -We use the RSEM FPKM RNAseq processed data. - -### GTEx - -The Genotype-Tissue Expression ([GTEx](https://www.gtexportal.org/home/documentationPage)) project measured gene expression on over 11,000 healthy samples. -These samples represent several different tissue types. -We use [version 7](https://www.gtexportal.org/home/datasets) of GTEx RNAseq data (TPM normalized). - -## Tissue Type Counts - -| tissue | n = | dataset | -|-------------------------------------------|------|---------| -| ACC | 79 | TCGA | -| ALL | 194 | TARGET | -| AML | 196 | TARGET | -| AML-IF | 32 | TARGET | -| Adipose - Subcutaneous | 442 | GTEX | -| Adipose - Visceral (Omentum) | 355 | GTEX | -| Adrenal Gland | 190 | GTEX | -| Artery - Aorta | 299 | GTEX | -| Artery - Coronary | 173 | GTEX | -| Artery - Tibial | 441 | GTEX | -| BLCA | 427 | TCGA | -| BRCA | 1218 | TCGA | -| Bladder | 11 | GTEX | -| Brain - Amygdala | 100 | GTEX | -| Brain - Anterior cingulate cortex (BA24) | 121 | GTEX | -| Brain - Caudate (basal ganglia) | 160 | GTEX | -| Brain - Cerebellar Hemisphere | 136 | GTEX | -| Brain - Cerebellum | 173 | GTEX | -| Brain - Cortex | 158 | GTEX | -| Brain - Frontal Cortex (BA9) | 129 | GTEX | -| Brain - Hippocampus | 123 | GTEX | -| Brain - Hypothalamus | 121 | GTEX | -| Brain - Nucleus accumbens (basal ganglia) | 147 | GTEX | -| Brain - Putamen (basal ganglia) | 124 | GTEX | -| Brain - Spinal cord (cervical c-1) | 91 | GTEX | -| Brain - Substantia nigra | 88 | GTEX | -| Breast - Mammary Tissue | 290 | GTEX | -| CCSK | 13 | TARGET | -| CESC | 310 | TCGA | -| CHOL | 45 | TCGA | -| COAD | 495 | TCGA | -| Cells - EBV-transformed lymphocytes | 130 | GTEX | -| Cells - Transformed fibroblasts | 343 | GTEX | -| Cervix - Ectocervix | 6 | GTEX | -| Cervix - Endocervix | 5 | GTEX | -| Colon - Sigmoid | 233 | GTEX | -| Colon - Transverse | 274 | GTEX | -| DLBC | 48 | TCGA | -| ESCA | 196 | TCGA | -| Esophagus - Gastroesophageal Junction | 244 | GTEX | -| Esophagus - Mucosa | 407 | GTEX | -| Esophagus - Muscularis | 370 | GTEX | -| Fallopian Tube | 7 | GTEX | -| GBM | 172 | TCGA | -| HNSC | 566 | TCGA | -| Heart - Atrial Appendage | 297 | GTEX | -| Heart - Left Ventricle | 303 | GTEX | -| KICH | 91 | TCGA | -| KIRC | 606 | TCGA | -| KIRP | 323 | TCGA | -| Kidney - Cortex | 45 | GTEX | -| LAML | 173 | TCGA | -| LGG | 530 | TCGA | -| LIHC | 423 | TCGA | -| LUAD | 576 | TCGA | -| LUSC | 553 | TCGA | -| Liver | 175 | GTEX | -| Lung | 427 | GTEX | -| MESO | 87 | TCGA | -| Minor Salivary Gland | 97 | GTEX | -| Muscle - Skeletal | 564 | GTEX | -| NBL | 162 | TARGET | -| Nerve - Tibial | 414 | GTEX | -| OV | 308 | TCGA | -| Ovary | 133 | GTEX | -| PAAD | 183 | TCGA | -| PCPG | 187 | TCGA | -| PRAD | 550 | TCGA | -| Pancreas | 248 | GTEX | -| Pituitary | 183 | GTEX | -| Prostate | 152 | GTEX | -| READ | 171 | TCGA | -| RT | 5 | TARGET | -| SARC | 265 | TCGA | -| SKCM | 474 | TCGA | -| STAD | 450 | TCGA | -| Skin - Not Sun Exposed (Suprapubic) | 387 | GTEX | -| Skin - Sun Exposed (Lower leg) | 473 | GTEX | -| Small Intestine - Terminal Ileum | 137 | GTEX | -| Spleen | 162 | GTEX | -| Stomach | 262 | GTEX | -| TGCT | 156 | TCGA | -| THCA | 572 | TCGA | -| THYM | 122 | TCGA | -| Testis | 259 | GTEX | -| Thyroid | 446 | GTEX | -| UCEC | 567 | TCGA | -| UCS | 57 | TCGA | -| UVM | 80 | TCGA | -| Uterus | 111 | GTEX | -| Vagina | 115 | GTEX | -| WT | 132 | TARGET | -| Whole Blood | 407 | GTEX | diff --git a/0.expression-download/data/grein_mad_genes.tsv b/0.expression-download/data/grein_mad_genes.tsv deleted file mode 100644 index 5428723f2..000000000 --- a/0.expression-download/data/grein_mad_genes.tsv +++ /dev/null @@ -1,1634 +0,0 @@ -gene_id median_abs_deviation -GSM2667747_x 118.2 -GSM2667748_x 65.7588 -GSM2667749_x 32.6376 -GSM2667750_x 183.5604 -GSM2667751_x 103.0294 -GSM2667752_x 141.995 -GSM2667753_x 30.2054 -GSM2667754_x 23.5526 -GSM2667755_x 117.9994 -GSM2667756_x 130.0562 -GSM2667757_x 153.1892 -GSM2667758_x 37.2167 -GSM2667759_x 21.8599 -GSM2667760_x 173.5823 -GSM2667761_x 112.5328 -GSM2667762_x 151.8109 -GSM2667763_x 47.953 -GSM2667764_x 40.9675 -GSM2667765_x 158.9309 -GSM2667766_x 106.4505 -GSM2667767_x 168.8166 -GSM2667768_x 30.8722 -GSM2667769_x 13.9835 -GSM2667770_x 116.445 -GSM2667771_x 129.5904 -GSM2667772_x 182.3094 -GSM2667773_x 53.543 -GSM2667774_x 31.4104 -GSM2667775_x 139.7126 -GSM2667776_x 99.1898 -GSM2667777_x 58.7774 -GSM2667778_x 200.4963 -GSM2667779_x 17.3005 -GSM2667780_x 105.4039 -GSM2667781_x 105.2204 -GSM2667782_x 254.9619 -GSM2667783_x 270.2929 -GSM2667784_x 66.7249 -GSM2667785_x 103.1861 -GSM2667786_x 140.011 -GSM2667747_y 118.2 -GSM2667748_y 65.7588 -GSM2667749_y 32.6376 -GSM2667750_y 183.5604 -GSM2667751_y 103.0294 -GSM2667752_y 141.995 -GSM2667753_y 30.2054 -GSM2667754_y 23.5526 -GSM2667755_y 117.9994 -GSM2667756_y 130.0562 -GSM2667757_y 153.1892 -GSM2667758_y 37.2167 -GSM2667759_y 21.8599 -GSM2667760_y 173.5823 -GSM2667761_y 112.5328 -GSM2667762_y 151.8109 -GSM2667763_y 47.953 -GSM2667764_y 40.9675 -GSM2667765_y 158.9309 -GSM2667766_y 106.4505 -GSM2667767_y 168.8166 -GSM2667768_y 30.8722 -GSM2667769_y 13.9835 -GSM2667770_y 116.445 -GSM2667771_y 129.5904 -GSM2667772_y 182.3094 -GSM2667773_y 53.543 -GSM2667774_y 31.4104 -GSM2667775_y 139.7126 -GSM2667776_y 99.1898 -GSM2667777_y 58.7774 -GSM2667778_y 200.4963 -GSM2667779_y 17.3005 -GSM2667780_y 105.4039 -GSM2667781_y 105.2204 -GSM2667782_y 254.9619 -GSM2667783_y 270.2929 -GSM2667784_y 66.7249 -GSM2667785_y 103.1861 -GSM2667786_y 140.011 -GSM2667747 118.2 -GSM2667748 65.7588 -GSM2667749 32.6376 -GSM2667750 183.5604 -GSM2667751 103.0294 -GSM2667752 141.995 -GSM2667753 30.2054 -GSM2667754 23.5526 -GSM2667755 117.9994 -GSM2667756 130.0562 -GSM2667757 153.1892 -GSM2667758 37.2167 -GSM2667759 21.8599 -GSM2667760 173.5823 -GSM2667761 112.5328 -GSM2667762 151.8109 -GSM2667763 47.953 -GSM2667764 40.9675 -GSM2667765 158.9309 -GSM2667766 106.4505 -GSM2667767 168.8166 -GSM2667768 30.8722 -GSM2667769 13.9835 -GSM2667770 116.445 -GSM2667771 129.5904 -GSM2667772 182.3094 -GSM2667773 53.543 -GSM2667774 31.4104 -GSM2667775 139.7126 -GSM2667776 99.1898 -GSM2667777 58.7774 -GSM2667778 200.4963 -GSM2667779 17.3005 -GSM2667780 105.4039 -GSM2667781 105.2204 -GSM2667782 254.9619 -GSM2667783 270.2929 -GSM2667784 66.7249 -GSM2667785 103.1861 -GSM2667786 140.011 -GSM2668081 40.2815 -GSM2668082 36.985 -GSM2668083 36.8433 -GSM2668084 32.49925 -GSM2668085 36.1482 -GSM2668086 37.24745 -GSM2668087 33.491249999999994 -GSM2668088 39.71295 -GSM2668089 36.0507 -GSM2671001 61.0833 -GSM2671002 148.6713 -GSM2671003 63.06425 -GSM2671004 82.79140000000001 -GSM2671005 59.993 -GSM2671006 123.21345 -GSM2670874 40.19345 -GSM2670875 38.42545 -GSM2670876 44.026650000000004 -GSM2670877 42.985150000000004 -GSM2670878 45.957049999999995 -GSM2670879 51.81125 -GSM2670880 40.80845 -GSM2670881 44.44235 -GSM2670882 43.70185 -GSM2670883 46.3177 -GSM2670884 45.80435 -GSM2670885 50.676199999999994 -GSM2670886 69.48585 -GSM2670887 67.27065 -GSM2670888 62.07965 -GSM2670929 41.279250000000005 -GSM2670930 52.724900000000005 -GSM2670931 45.0189 -GSM2670932 39.88695 -GSM2670933 42.93505 -GSM2670934 64.96770000000001 -GSM2670935 38.974450000000004 -GSM2670936 51.0338 -GSM2670937 41.66985 -GSM2670938 33.7672 -GSM2670939 47.937349999999995 -GSM2670940 28.232349999999997 -GSM2670941 54.143100000000004 -GSM2670942 39.012 -GSM2670943 39.794650000000004 -GSM2670944 57.9992 -GSM2671095 44.468149999999994 -GSM2671096 56.0409 -GSM2671097 59.1158 -GSM2671098 55.7444 -GSM2671099 49.5513 -GSM2671100 37.12575 -GSM2671101 58.93905 -GSM2671102 56.9898 -GSM2671215 5.0 -GSM2671216 7.577 -GSM2671217 5.1208 -GSM2671218 8.0 -GSM2671219 5.0 -GSM2671220 5.0 -GSM2671221 4.4579 -GSM2671222 4.0 -GSM2671223 4.0 -GSM2671224 3.0661 -GSM2671225 7.0 -GSM2671226 7.5 -GSM2671227 7.0 -GSM2671228 6.0504999999999995 -GSM2671229 5.0 -GSM2671230 4.0 -GSM2671231 3.01595 -GSM2671232 4.4306 -GSM2671233 6.8832 -GSM2671234 4.0 -GSM2671235 5.46105 -GSM2671236 6.0 -GSM2671237 1.0 -GSM2671238 2.0 -GSM2671239 6.4796499999999995 -GSM2671240 2.0168 -GSM2671241 6.0 -GSM2671242 8.00505 -GSM2671243 4.78365 -GSM2671244 3.3197 -GSM2671245 1.0 -GSM2671246 8.0 -GSM2671247 6.0 -GSM2671248 7.0 -GSM2671249 7.049300000000001 -GSM2671250 4.0 -GSM2671251 3.0136000000000003 -GSM2671252 6.0 -GSM2671253 2.0 -GSM2671254 6.0 -GSM2671255 3.0 -GSM2671256 2.0 -GSM2671257 4.0 -GSM2671258 9.0 -GSM2671259 6.0 -GSM2671260 6.0 -GSM2671261 4.36795 -GSM2671262 6.0 -GSM2671263 7.0 -GSM2671264 7.0 -GSM2671265 7.037 -GSM2671266 10.094750000000001 -GSM2671267 8.140550000000001 -GSM2671268 9.0 -GSM2671269 7.5105 -GSM2671270 5.0 -GSM2671271 3.0 -GSM2671272 2.0 -GSM2671273 4.02925 -GSM2671274 6.0 -GSM2671275 3.1390000000000002 -GSM2671276 6.0 -GSM2671277 3.0 -GSM2671278 2.0 -GSM2671279 3.0 -GSM2671280 2.0 -GSM2671281 5.0 -GSM2671282 5.198 -GSM2671283 7.4209499999999995 -GSM2671284 5.0 -GSM2671285 5.0 -GSM2671286 5.6181 -GSM2671287 6.0 -GSM2671288 6.0 -GSM2671289 9.0 -GSM2672034 0.0 -GSM2672035 0.0 -GSM2672036 0.0 -GSM2672037 0.0 -GSM2672038 0.0 -GSM2672039 1.0003 -GSM2672040 0.0 -GSM2672041 0.0 -GSM2672042 0.0 -GSM2672043 0.0 -GSM2672044 0.0 -GSM2672045 0.0 -GSM2672046 0.0 -GSM2672047 0.0 -GSM2672048 0.0 -GSM2672049 0.0 -GSM2672050 0.0 -GSM2672051 0.0 -GSM2672052 0.99985 -GSM2672053 0.0 -GSM2672054 0.0 -GSM2672055 0.0 -GSM2672056 4.00095 -GSM2672057 0.0 -GSM2672058 0.0 -GSM2672059 6.0413 -GSM2672060 0.0 -GSM2672061 1.0025 -GSM2672062 0.0 -GSM2672063 0.0 -GSM2672064 0.0 -GSM2672065 0.0 -GSM2672066 5.65325 -GSM2672067 0.597 -GSM2672068 13.467099999999999 -GSM2672069 1.9903499999999998 -GSM2672070 0.0 -GSM2672071 0.0 -GSM2672072 0.0 -GSM2672073 0.0 -GSM2672074 0.0 -GSM2672075 1.0026 -GSM2672076 0.0 -GSM2672077 0.99955 -GSM2672078 0.0 -GSM2672079 0.0 -GSM2672080 0.0 -GSM2672081 0.0 -GSM2672082 0.0 -GSM2672083 0.0 -GSM2672084 0.0 -GSM2672085 0.0 -GSM2672086 3.1704 -GSM2672087 0.0 -GSM2672088 0.0 -GSM2672089 0.0 -GSM2672090 0.0 -GSM2672091 0.0 -GSM2672092 0.0 -GSM2672093 0.0 -GSM2672094 0.0 -GSM2672095 0.0 -GSM2672096 0.0 -GSM2672097 17.005650000000003 -GSM2672098 5.01125 -GSM2672099 0.0 -GSM2672100 0.0 -GSM2672101 0.0 -GSM2672102 0.0 -GSM2672103 0.0 -GSM2672104 0.0 -GSM2672105 0.0 -GSM2672106 0.0 -GSM2672107 0.0 -GSM2672108 0.0 -GSM2672109 0.0 -GSM2672110 0.0 -GSM2672111 0.0 -GSM2672112 0.0 -GSM2672113 0.0 -GSM2672114 0.0 -GSM2672115 0.0 -GSM2672116 0.0 -GSM2672117 0.0 -GSM2672118 4.709250000000001 -GSM2672119 0.0 -GSM2672120 0.0 -GSM2672121 0.0 -GSM2672122 0.0 -GSM2672123 0.0 -GSM2672124 0.0 -GSM2672125 0.0 -GSM2674232 43.73075 -GSM2674233 39.979299999999995 -GSM2674234 45.8233 -GSM2674235 73.4482 -GSM2674236 70.97534999999999 -GSM2674237 81.10235 -GSM2674238 74.0001 -GSM2674239 83.62594999999999 -GSM2674240 91.0 -GSM2674241 27.89745 -GSM2674242 26.074550000000002 -GSM2674243 23.07385 -GSM2674244 32.49255 -GSM2674245 26.856 -GSM2674246 35.91865 -GSM2674606 5.0121 -GSM2674607 4.9887 -GSM2674608 5.89075 -GSM2674609 1.0252 -GSM2674610 6.015750000000001 -GSM2674611 10.1482 -GSM2674612 12.90325 -GSM2674613 20.2132 -GSM2674614 9.149149999999999 -GSM2674615 9.9667 -GSM2674616 7.00455 -GSM2674617 5.9582999999999995 -GSM2674618 9.89915 -GSM2674619 13.87115 -GSM2674620 5.00855 -GSM2674621 11.0018 -GSM2674622 14.78285 -GSM2674623 13.169 -GSM2674624 9.0754 -GSM2674625 6.305300000000001 -GSM2674626 9.08515 -GSM2674627 15.147549999999999 -GSM2674628 13.0196 -GSM2674629 11.04075 -GSM2674630 3.99345 -GSM2674631 6.633850000000001 -GSM2674632 14.046199999999999 -GSM2674633 11.242799999999999 -GSM2674634 9.0364 -GSM2674635 7.10805 -GSM2674636 4.97495 -GSM2674637 8.4437 -GSM2676359 37.0 -GSM2676360 27.0 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0b8ccec1c..000000000 --- a/0.expression-download/data/tcga_sample_identifiers.tsv +++ /dev/null @@ -1,11061 +0,0 @@ -sample_id sample_type cancer_type -TCGA-02-0047-01 Primary Solid Tumor GBM -TCGA-02-0055-01 Primary Solid Tumor GBM -TCGA-02-2483-01 Primary Solid Tumor GBM -TCGA-02-2485-01 Primary Solid Tumor GBM -TCGA-02-2486-01 Primary Solid Tumor GBM -TCGA-04-1348-01 Primary Solid Tumor OV -TCGA-04-1357-01 Primary Solid Tumor OV -TCGA-04-1362-01 Primary Solid Tumor OV -TCGA-04-1364-01 Primary Solid Tumor OV -TCGA-04-1365-01 Primary Solid Tumor OV -TCGA-04-1514-01 Primary Solid Tumor OV -TCGA-04-1519-01 Primary Solid Tumor OV -TCGA-05-4244-01 Primary Solid Tumor LUAD -TCGA-05-4249-01 Primary Solid Tumor LUAD -TCGA-05-4250-01 Primary Solid Tumor LUAD -TCGA-05-4382-01 Primary Solid Tumor LUAD -TCGA-05-4384-01 Primary Solid Tumor LUAD -TCGA-05-4389-01 Primary Solid Tumor LUAD -TCGA-05-4390-01 Primary Solid Tumor LUAD -TCGA-05-4395-01 Primary Solid Tumor LUAD -TCGA-05-4396-01 Primary 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-TCGA-97-7553-01 Primary Solid Tumor LUAD -TCGA-97-7554-01 Primary Solid Tumor LUAD -TCGA-97-7937-01 Primary Solid Tumor LUAD -TCGA-97-7938-01 Primary Solid Tumor LUAD -TCGA-97-7941-01 Primary Solid Tumor LUAD -TCGA-97-8171-01 Primary Solid Tumor LUAD -TCGA-97-8172-01 Primary Solid Tumor LUAD -TCGA-97-8174-01 Primary Solid Tumor LUAD -TCGA-97-8175-01 Primary Solid Tumor LUAD -TCGA-97-8176-01 Primary Solid Tumor LUAD -TCGA-97-8177-01 Primary Solid Tumor LUAD -TCGA-97-8179-01 Primary Solid Tumor LUAD -TCGA-97-8547-01 Primary Solid Tumor LUAD -TCGA-97-8552-01 Primary Solid Tumor LUAD -TCGA-97-A4LX-01 Primary Solid Tumor LUAD -TCGA-97-A4M0-01 Primary Solid Tumor LUAD -TCGA-97-A4M1-01 Primary Solid Tumor LUAD -TCGA-97-A4M2-01 Primary Solid Tumor LUAD -TCGA-97-A4M3-01 Primary Solid Tumor LUAD -TCGA-97-A4M5-01 Primary Solid Tumor LUAD -TCGA-97-A4M6-01 Primary Solid Tumor LUAD -TCGA-97-A4M7-01 Primary Solid Tumor LUAD -TCGA-98-7454-01 Primary Solid Tumor LUSC -TCGA-98-8020-01 Primary Solid 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Primary Solid Tumor KIRC -TCGA-A3-3370-01 Primary Solid Tumor KIRC -TCGA-A3-3372-01 Primary Solid Tumor KIRC -TCGA-A3-3373-01 Primary Solid Tumor KIRC -TCGA-A3-3374-01 Primary Solid Tumor KIRC -TCGA-A3-3376-01 Primary Solid Tumor KIRC -TCGA-A3-3378-01 Primary Solid Tumor KIRC -TCGA-A3-3380-01 Primary Solid Tumor KIRC -TCGA-A3-3382-01 Primary Solid Tumor KIRC -TCGA-A3-3383-01 Primary Solid Tumor KIRC -TCGA-A3-3385-01 Primary Solid Tumor KIRC -TCGA-A3-3387-01 Primary Solid Tumor KIRC -TCGA-A3-3387-11 Solid Tissue Normal KIRC -TCGA-A3-A6NI-01 Primary Solid Tumor KIRC -TCGA-A3-A6NJ-01 Primary Solid Tumor KIRC -TCGA-A3-A6NL-01 Primary Solid Tumor KIRC -TCGA-A3-A6NN-01 Primary Solid Tumor KIRC -TCGA-A3-A8CQ-01 Primary Solid Tumor KIRC -TCGA-A3-A8OU-01 Primary Solid Tumor KIRC -TCGA-A3-A8OV-01 Primary Solid Tumor KIRC -TCGA-A3-A8OW-01 Primary Solid Tumor KIRC -TCGA-A3-A8OX-01 Primary Solid Tumor KIRC -TCGA-A4-7286-01 Primary Solid Tumor KIRP -TCGA-A4-7287-01 Primary Solid Tumor KIRP -TCGA-A4-7288-01 Primary Solid Tumor KIRP -TCGA-A4-7583-01 Primary Solid Tumor KIRP -TCGA-A4-7584-01 Primary Solid Tumor KIRP -TCGA-A4-7585-01 Primary Solid Tumor KIRP -TCGA-A4-7732-01 Primary Solid Tumor KIRP -TCGA-A4-7734-01 Primary Solid Tumor KIRP -TCGA-A4-7828-01 Primary Solid Tumor KIRP -TCGA-A4-7915-01 Primary Solid Tumor KIRP -TCGA-A4-7996-01 Primary Solid Tumor KIRP -TCGA-A4-7997-01 Primary Solid Tumor KIRP -TCGA-A4-8098-01 Primary Solid Tumor KIRP -TCGA-A4-8310-01 Primary Solid Tumor KIRP -TCGA-A4-8311-01 Primary Solid Tumor KIRP -TCGA-A4-8312-01 Primary Solid Tumor KIRP -TCGA-A4-8515-01 Primary Solid Tumor KIRP -TCGA-A4-8516-01 Primary Solid Tumor KIRP -TCGA-A4-8517-01 Primary Solid Tumor KIRP -TCGA-A4-8518-01 Primary Solid Tumor KIRP -TCGA-A4-8630-01 Primary Solid Tumor KIRP -TCGA-A4-A48D-01 Primary Solid Tumor KIRP -TCGA-A4-A4ZT-01 Primary Solid Tumor KIRP -TCGA-A4-A4ZT-11 Solid Tissue Normal KIRP -TCGA-A4-A57E-01 Primary Solid Tumor KIRP -TCGA-A4-A57E-11 Solid Tissue Normal KIRP -TCGA-A4-A5DU-01 Primary Solid Tumor KIRP -TCGA-A4-A5XZ-01 Primary Solid Tumor KIRP -TCGA-A4-A5Y0-01 Primary Solid Tumor KIRP -TCGA-A4-A5Y1-01 Primary Solid Tumor KIRP -TCGA-A4-A6HP-01 Primary Solid Tumor KIRP -TCGA-A4-A772-01 Primary Solid Tumor KIRP -TCGA-A4-A7UZ-01 Primary Solid Tumor KIRP -TCGA-A5-A0G1-01 Primary Solid Tumor UCEC -TCGA-A5-A0G2-01 Primary Solid Tumor UCEC -TCGA-A5-A0G3-01 Primary Solid Tumor UCEC -TCGA-A5-A0G5-01 Primary Solid Tumor UCEC -TCGA-A5-A0G9-01 Primary Solid Tumor UCEC -TCGA-A5-A0GA-01 Primary Solid Tumor UCEC -TCGA-A5-A0GB-01 Primary Solid Tumor UCEC -TCGA-A5-A0GD-01 Primary Solid Tumor UCEC -TCGA-A5-A0GE-01 Primary Solid Tumor UCEC -TCGA-A5-A0GG-01 Primary Solid Tumor UCEC -TCGA-A5-A0GH-01 Primary Solid Tumor UCEC -TCGA-A5-A0GI-01 Primary Solid Tumor UCEC -TCGA-A5-A0GJ-01 Primary Solid Tumor UCEC -TCGA-A5-A0GM-01 Primary Solid Tumor UCEC -TCGA-A5-A0GN-01 Primary Solid Tumor UCEC -TCGA-A5-A0GP-01 Primary Solid Tumor UCEC -TCGA-A5-A0GQ-01 Primary Solid Tumor UCEC -TCGA-A5-A0GR-01 Primary Solid Tumor UCEC -TCGA-A5-A0GU-01 Primary Solid Tumor UCEC -TCGA-A5-A0GV-01 Primary Solid Tumor UCEC -TCGA-A5-A0GW-01 Primary Solid Tumor UCEC -TCGA-A5-A0GX-01 Primary Solid Tumor UCEC -TCGA-A5-A0R6-01 Primary Solid Tumor UCEC -TCGA-A5-A0R7-01 Primary Solid Tumor UCEC -TCGA-A5-A0R8-01 Primary Solid Tumor UCEC -TCGA-A5-A0R9-01 Primary Solid Tumor UCEC -TCGA-A5-A0RA-01 Primary Solid Tumor UCEC -TCGA-A5-A0VO-01 Primary Solid Tumor UCEC -TCGA-A5-A0VP-01 Primary Solid Tumor UCEC -TCGA-A5-A0VQ-01 Primary Solid Tumor UCEC -TCGA-A5-A1OF-01 Primary Solid Tumor UCEC -TCGA-A5-A1OG-01 Primary Solid Tumor UCEC -TCGA-A5-A1OH-01 Primary Solid Tumor UCEC -TCGA-A5-A1OJ-01 Primary Solid Tumor UCEC -TCGA-A5-A1OK-01 Primary Solid Tumor UCEC -TCGA-A5-A2K2-01 Primary Solid Tumor UCEC -TCGA-A5-A2K3-01 Primary Solid Tumor UCEC -TCGA-A5-A2K4-01 Primary Solid Tumor UCEC -TCGA-A5-A2K5-01 Primary Solid Tumor UCEC -TCGA-A5-A2K7-01 Primary Solid Tumor UCEC -TCGA-A5-A3LO-01 Primary Solid Tumor UCEC -TCGA-A5-A3LP-01 Primary Solid Tumor UCEC -TCGA-A5-A7WJ-01 Primary Solid Tumor UCEC -TCGA-A5-A7WK-01 Primary Solid Tumor UCEC -TCGA-A5-AB3J-01 Primary Solid Tumor UCEC -TCGA-A6-2671-01 Primary Solid Tumor COAD -TCGA-A6-2671-11 Solid Tissue Normal COAD -TCGA-A6-2672-01 Primary Solid Tumor COAD -TCGA-A6-2674-01 Primary Solid Tumor COAD -TCGA-A6-2675-01 Primary Solid Tumor COAD -TCGA-A6-2675-11 Solid Tissue Normal COAD -TCGA-A6-2676-01 Primary Solid Tumor COAD -TCGA-A6-2677-01 Primary Solid Tumor COAD -TCGA-A6-2678-01 Primary Solid Tumor COAD -TCGA-A6-2678-11 Solid Tissue Normal COAD -TCGA-A6-2679-01 Primary Solid Tumor COAD -TCGA-A6-2679-11 Solid Tissue Normal COAD -TCGA-A6-2680-01 Primary Solid Tumor COAD -TCGA-A6-2680-11 Solid Tissue Normal COAD -TCGA-A6-2681-01 Primary Solid Tumor COAD -TCGA-A6-2682-01 Primary Solid Tumor COAD -TCGA-A6-2682-11 Solid Tissue Normal COAD -TCGA-A6-2683-01 Primary Solid Tumor COAD -TCGA-A6-2683-11 Solid Tissue Normal COAD -TCGA-A6-2684-01 Primary Solid Tumor COAD -TCGA-A6-2684-11 Solid Tissue Normal COAD -TCGA-A6-2685-01 Primary Solid Tumor COAD -TCGA-A6-2685-11 Solid Tissue Normal COAD -TCGA-A6-2686-01 Primary Solid Tumor COAD -TCGA-A6-2686-11 Solid Tissue Normal COAD -TCGA-A6-3807-01 Primary Solid Tumor COAD -TCGA-A6-3808-01 Primary Solid Tumor COAD -TCGA-A6-3809-01 Primary Solid Tumor COAD -TCGA-A6-3810-01 Primary Solid Tumor COAD -TCGA-A6-4105-01 Primary Solid Tumor COAD -TCGA-A6-4107-01 Primary Solid Tumor COAD -TCGA-A6-5656-01 Primary Solid Tumor COAD -TCGA-A6-5657-01 Primary Solid Tumor COAD -TCGA-A6-5659-01 Primary Solid Tumor COAD -TCGA-A6-5659-11 Solid Tissue Normal COAD -TCGA-A6-5660-01 Primary Solid Tumor COAD -TCGA-A6-5661-01 Primary Solid Tumor COAD -TCGA-A6-5662-01 Primary Solid Tumor COAD -TCGA-A6-5662-11 Solid Tissue Normal COAD -TCGA-A6-5664-01 Primary Solid Tumor COAD -TCGA-A6-5665-01 Primary Solid Tumor COAD -TCGA-A6-5665-11 Solid Tissue Normal COAD -TCGA-A6-5666-01 Primary Solid Tumor COAD -TCGA-A6-5667-01 Primary Solid Tumor COAD -TCGA-A6-5667-11 Solid Tissue Normal COAD -TCGA-A6-6137-01 Primary Solid Tumor COAD -TCGA-A6-6138-01 Primary Solid Tumor COAD -TCGA-A6-6140-01 Primary Solid Tumor COAD -TCGA-A6-6141-01 Primary Solid Tumor COAD -TCGA-A6-6142-01 Primary Solid Tumor COAD -TCGA-A6-6648-01 Primary Solid Tumor COAD -TCGA-A6-6649-01 Primary Solid Tumor COAD -TCGA-A6-6650-01 Primary Solid Tumor COAD -TCGA-A6-6651-01 Primary Solid Tumor COAD -TCGA-A6-6652-01 Primary Solid Tumor COAD -TCGA-A6-6653-01 Primary Solid Tumor COAD -TCGA-A6-6654-01 Primary Solid Tumor COAD -TCGA-A6-6780-01 Primary Solid Tumor COAD -TCGA-A6-6781-01 Primary Solid Tumor COAD -TCGA-A6-6782-01 Primary Solid Tumor COAD -TCGA-A6-A565-01 Primary Solid Tumor COAD -TCGA-A6-A566-01 Primary Solid Tumor COAD -TCGA-A6-A567-01 Primary Solid Tumor COAD -TCGA-A6-A56B-01 Primary Solid Tumor COAD -TCGA-A6-A5ZU-01 Primary Solid Tumor COAD -TCGA-A7-A0CD-01 Primary Solid Tumor BRCA -TCGA-A7-A0CE-01 Primary Solid Tumor BRCA -TCGA-A7-A0CE-11 Solid Tissue Normal BRCA -TCGA-A7-A0CG-01 Primary Solid Tumor BRCA -TCGA-A7-A0CH-01 Primary Solid Tumor BRCA -TCGA-A7-A0CH-11 Solid Tissue Normal BRCA -TCGA-A7-A0CJ-01 Primary Solid Tumor BRCA -TCGA-A7-A0D9-01 Primary Solid Tumor BRCA -TCGA-A7-A0D9-11 Solid Tissue Normal BRCA -TCGA-A7-A0DA-01 Primary Solid Tumor BRCA -TCGA-A7-A0DB-01 Primary Solid Tumor BRCA -TCGA-A7-A0DB-11 Solid Tissue Normal BRCA -TCGA-A7-A0DC-01 Primary Solid Tumor BRCA -TCGA-A7-A0DC-11 Solid Tissue Normal BRCA -TCGA-A7-A13D-01 Primary Solid Tumor BRCA -TCGA-A7-A13E-01 Primary Solid Tumor BRCA -TCGA-A7-A13E-11 Solid Tissue Normal BRCA -TCGA-A7-A13F-01 Primary Solid Tumor BRCA -TCGA-A7-A13F-11 Solid Tissue Normal BRCA -TCGA-A7-A13G-01 Primary Solid Tumor BRCA -TCGA-A7-A13G-11 Solid Tissue Normal BRCA -TCGA-A7-A13H-01 Primary Solid Tumor BRCA -TCGA-A7-A26E-01 Primary Solid Tumor BRCA -TCGA-A7-A26F-01 Primary Solid Tumor BRCA -TCGA-A7-A26G-01 Primary Solid Tumor BRCA -TCGA-A7-A26H-01 Primary Solid Tumor BRCA -TCGA-A7-A26I-01 Primary Solid Tumor BRCA -TCGA-A7-A26J-01 Primary Solid Tumor BRCA -TCGA-A7-A2KD-01 Primary Solid Tumor BRCA -TCGA-A7-A3IY-01 Primary Solid Tumor BRCA -TCGA-A7-A3IZ-01 Primary Solid Tumor BRCA -TCGA-A7-A3J0-01 Primary Solid Tumor BRCA -TCGA-A7-A3J1-01 Primary Solid Tumor BRCA -TCGA-A7-A3RF-01 Primary Solid Tumor BRCA -TCGA-A7-A425-01 Primary Solid Tumor BRCA -TCGA-A7-A426-01 Primary Solid Tumor BRCA -TCGA-A7-A4SA-01 Primary Solid Tumor BRCA -TCGA-A7-A4SB-01 Primary Solid Tumor BRCA -TCGA-A7-A4SC-01 Primary Solid Tumor BRCA -TCGA-A7-A4SD-01 Primary Solid Tumor BRCA -TCGA-A7-A4SE-01 Primary Solid Tumor BRCA -TCGA-A7-A4SF-01 Primary Solid Tumor BRCA -TCGA-A7-A56D-01 Primary Solid Tumor BRCA -TCGA-A7-A5ZV-01 Primary Solid Tumor BRCA -TCGA-A7-A5ZW-01 Primary Solid Tumor BRCA -TCGA-A7-A5ZX-01 Primary Solid Tumor BRCA -TCGA-A7-A6VV-01 Primary Solid Tumor BRCA -TCGA-A7-A6VW-01 Primary Solid Tumor BRCA -TCGA-A7-A6VX-01 Primary Solid Tumor BRCA -TCGA-A7-A6VY-01 Primary Solid Tumor BRCA -TCGA-A8-A06N-01 Primary Solid Tumor BRCA -TCGA-A8-A06O-01 Primary Solid Tumor BRCA -TCGA-A8-A06P-01 Primary Solid Tumor BRCA -TCGA-A8-A06Q-01 Primary Solid Tumor BRCA -TCGA-A8-A06R-01 Primary Solid Tumor BRCA -TCGA-A8-A06T-01 Primary Solid Tumor BRCA -TCGA-A8-A06U-01 Primary Solid Tumor BRCA -TCGA-A8-A06X-01 Primary Solid Tumor BRCA -TCGA-A8-A06Y-01 Primary Solid Tumor BRCA -TCGA-A8-A06Z-01 Primary Solid Tumor BRCA -TCGA-A8-A075-01 Primary Solid Tumor BRCA -TCGA-A8-A076-01 Primary Solid Tumor BRCA -TCGA-A8-A079-01 Primary Solid Tumor BRCA -TCGA-A8-A07B-01 Primary Solid Tumor BRCA -TCGA-A8-A07C-01 Primary Solid Tumor BRCA -TCGA-A8-A07E-01 Primary Solid Tumor BRCA -TCGA-A8-A07F-01 Primary Solid Tumor BRCA -TCGA-A8-A07G-01 Primary Solid Tumor BRCA -TCGA-A8-A07I-01 Primary Solid Tumor BRCA -TCGA-A8-A07J-01 Primary Solid Tumor BRCA -TCGA-A8-A07L-01 Primary Solid Tumor BRCA -TCGA-A8-A07O-01 Primary Solid Tumor BRCA -TCGA-A8-A07P-01 Primary Solid Tumor BRCA -TCGA-A8-A07R-01 Primary Solid Tumor BRCA -TCGA-A8-A07S-01 Primary Solid Tumor BRCA -TCGA-A8-A07U-01 Primary Solid Tumor BRCA -TCGA-A8-A07W-01 Primary Solid Tumor BRCA -TCGA-A8-A07Z-01 Primary Solid Tumor BRCA -TCGA-A8-A081-01 Primary Solid Tumor BRCA -TCGA-A8-A082-01 Primary Solid Tumor BRCA -TCGA-A8-A083-01 Primary Solid Tumor BRCA -TCGA-A8-A084-01 Primary Solid Tumor BRCA -TCGA-A8-A085-01 Primary Solid Tumor BRCA -TCGA-A8-A086-01 Primary Solid Tumor BRCA -TCGA-A8-A08A-01 Primary Solid Tumor BRCA -TCGA-A8-A08B-01 Primary Solid Tumor BRCA -TCGA-A8-A08C-01 Primary Solid Tumor BRCA -TCGA-A8-A08F-01 Primary Solid Tumor BRCA -TCGA-A8-A08G-01 Primary Solid Tumor BRCA -TCGA-A8-A08H-01 Primary Solid Tumor BRCA -TCGA-A8-A08I-01 Primary Solid Tumor BRCA -TCGA-A8-A08J-01 Primary Solid Tumor BRCA -TCGA-A8-A08L-01 Primary Solid Tumor BRCA -TCGA-A8-A08O-01 Primary Solid Tumor BRCA -TCGA-A8-A08P-01 Primary Solid Tumor BRCA -TCGA-A8-A08R-01 Primary Solid Tumor BRCA -TCGA-A8-A08S-01 Primary Solid Tumor BRCA -TCGA-A8-A08T-01 Primary Solid Tumor BRCA -TCGA-A8-A08X-01 Primary Solid Tumor BRCA -TCGA-A8-A08Z-01 Primary Solid Tumor BRCA -TCGA-A8-A090-01 Primary Solid Tumor BRCA -TCGA-A8-A091-01 Primary Solid Tumor BRCA -TCGA-A8-A092-01 Primary Solid Tumor BRCA -TCGA-A8-A093-01 Primary Solid Tumor BRCA -TCGA-A8-A094-01 Primary Solid Tumor BRCA -TCGA-A8-A095-01 Primary Solid Tumor BRCA -TCGA-A8-A096-01 Primary Solid Tumor BRCA -TCGA-A8-A097-01 Primary Solid Tumor BRCA -TCGA-A8-A099-01 Primary Solid Tumor BRCA -TCGA-A8-A09A-01 Primary Solid Tumor BRCA -TCGA-A8-A09B-01 Primary Solid Tumor BRCA -TCGA-A8-A09C-01 Primary Solid Tumor BRCA -TCGA-A8-A09D-01 Primary Solid Tumor BRCA -TCGA-A8-A09E-01 Primary Solid Tumor BRCA -TCGA-A8-A09G-01 Primary Solid Tumor BRCA -TCGA-A8-A09I-01 Primary Solid Tumor BRCA -TCGA-A8-A09K-01 Primary Solid Tumor BRCA -TCGA-A8-A09M-01 Primary Solid Tumor BRCA -TCGA-A8-A09N-01 Primary Solid Tumor BRCA -TCGA-A8-A09Q-01 Primary Solid Tumor BRCA -TCGA-A8-A09R-01 Primary Solid Tumor BRCA -TCGA-A8-A09T-01 Primary Solid Tumor BRCA -TCGA-A8-A09V-01 Primary Solid Tumor BRCA -TCGA-A8-A09W-01 Primary Solid Tumor BRCA -TCGA-A8-A09X-01 Primary Solid Tumor BRCA -TCGA-A8-A09Z-01 Primary Solid Tumor BRCA -TCGA-A8-A0A1-01 Primary Solid Tumor BRCA -TCGA-A8-A0A2-01 Primary Solid Tumor BRCA -TCGA-A8-A0A4-01 Primary Solid Tumor BRCA -TCGA-A8-A0A6-01 Primary Solid Tumor BRCA -TCGA-A8-A0A7-01 Primary Solid Tumor BRCA -TCGA-A8-A0A9-01 Primary Solid Tumor BRCA -TCGA-A8-A0AB-01 Primary Solid Tumor BRCA -TCGA-A8-A0AD-01 Primary Solid Tumor BRCA -TCGA-AA-3488-01 Primary Solid Tumor COAD -TCGA-AA-3489-01 Primary Solid Tumor COAD -TCGA-AA-3489-11 Solid Tissue Normal COAD -TCGA-AA-3492-01 Primary Solid Tumor COAD -TCGA-AA-3494-01 Primary Solid Tumor COAD -TCGA-AA-3495-01 Primary Solid Tumor COAD -TCGA-AA-3496-01 Primary Solid Tumor COAD -TCGA-AA-3496-11 Solid Tissue Normal COAD -TCGA-AA-3502-01 Primary Solid Tumor COAD -TCGA-AA-3506-01 Primary Solid Tumor COAD -TCGA-AA-3509-01 Primary Solid Tumor COAD -TCGA-AA-3510-01 Primary Solid Tumor COAD -TCGA-AA-3511-01 Primary Solid Tumor COAD -TCGA-AA-3511-11 Solid Tissue Normal COAD -TCGA-AA-3514-01 Primary Solid Tumor COAD -TCGA-AA-3514-11 Solid Tissue Normal COAD -TCGA-AA-3516-11 Solid Tissue Normal COAD -TCGA-AA-3517-01 Primary Solid Tumor COAD -TCGA-AA-3517-11 Solid Tissue Normal COAD -TCGA-AA-3518-01 Primary Solid Tumor COAD -TCGA-AA-3518-11 Solid Tissue Normal COAD -TCGA-AA-3519-01 Primary Solid Tumor COAD -TCGA-AA-3520-01 Primary Solid Tumor COAD -TCGA-AA-3520-11 Solid Tissue Normal COAD -TCGA-AA-3521-01 Primary Solid Tumor COAD -TCGA-AA-3522-01 Primary Solid Tumor COAD -TCGA-AA-3522-11 Solid Tissue Normal COAD -TCGA-AA-3524-01 Primary Solid Tumor COAD -TCGA-AA-3525-01 Primary Solid Tumor COAD -TCGA-AA-3525-11 Solid Tissue Normal COAD -TCGA-AA-3526-01 Primary Solid Tumor COAD -TCGA-AA-3527-01 Primary Solid Tumor COAD -TCGA-AA-3527-11 Solid Tissue Normal COAD -TCGA-AA-3529-01 Primary Solid Tumor COAD -TCGA-AA-3530-01 Primary Solid Tumor COAD -TCGA-AA-3531-01 Primary Solid Tumor COAD -TCGA-AA-3531-11 Solid Tissue Normal COAD -TCGA-AA-3532-01 Primary Solid Tumor COAD -TCGA-AA-3534-01 Primary Solid Tumor COAD -TCGA-AA-3534-11 Solid Tissue Normal COAD -TCGA-AA-3538-01 Primary Solid Tumor COAD -TCGA-AA-3542-01 Primary Solid Tumor COAD -TCGA-AA-3543-01 Primary Solid Tumor COAD -TCGA-AA-3544-01 Primary Solid Tumor COAD -TCGA-AA-3548-01 Primary Solid Tumor COAD -TCGA-AA-3549-01 Primary Solid Tumor COAD -TCGA-AA-3552-01 Primary Solid Tumor COAD -TCGA-AA-3553-01 Primary Solid Tumor COAD -TCGA-AA-3555-01 Primary Solid Tumor COAD -TCGA-AA-3560-01 Primary Solid Tumor COAD -TCGA-AA-3561-01 Primary Solid Tumor COAD -TCGA-AA-3655-01 Primary Solid Tumor COAD -TCGA-AA-3655-11 Solid Tissue Normal COAD -TCGA-AA-3660-01 Primary Solid Tumor COAD -TCGA-AA-3660-11 Solid Tissue Normal COAD -TCGA-AA-3662-01 Primary Solid Tumor COAD -TCGA-AA-3662-11 Solid Tissue Normal COAD -TCGA-AA-3663-01 Primary Solid Tumor COAD -TCGA-AA-3663-11 Solid Tissue Normal COAD -TCGA-AA-3664-01 Primary Solid Tumor COAD -TCGA-AA-3666-01 Primary Solid Tumor COAD -TCGA-AA-3667-01 Primary Solid Tumor COAD -TCGA-AA-3673-01 Primary Solid Tumor COAD -TCGA-AA-3675-01 Primary Solid Tumor COAD -TCGA-AA-3678-01 Primary Solid Tumor COAD -TCGA-AA-3679-01 Primary Solid Tumor COAD -TCGA-AA-3680-01 Primary Solid Tumor COAD -TCGA-AA-3681-01 Primary Solid Tumor COAD -TCGA-AA-3684-01 Primary Solid Tumor COAD -TCGA-AA-3685-01 Primary Solid Tumor COAD -TCGA-AA-3688-01 Primary Solid Tumor COAD -TCGA-AA-3692-01 Primary Solid Tumor COAD -TCGA-AA-3693-01 Primary Solid Tumor COAD -TCGA-AA-3695-01 Primary Solid Tumor COAD -TCGA-AA-3696-01 Primary Solid Tumor COAD -TCGA-AA-3697-01 Primary Solid Tumor COAD -TCGA-AA-3697-11 Solid Tissue Normal COAD -TCGA-AA-3710-01 Primary Solid Tumor COAD -TCGA-AA-3712-01 Primary Solid Tumor COAD -TCGA-AA-3712-11 Solid Tissue Normal COAD -TCGA-AA-3713-01 Primary Solid Tumor COAD -TCGA-AA-3713-11 Solid Tissue Normal COAD -TCGA-AA-3715-01 Primary Solid Tumor COAD -TCGA-AA-3811-01 Primary Solid Tumor COAD -TCGA-AA-3812-01 Primary Solid Tumor COAD -TCGA-AA-3814-01 Primary Solid Tumor COAD -TCGA-AA-3815-01 Primary Solid Tumor COAD -TCGA-AA-3818-01 Primary Solid Tumor COAD -TCGA-AA-3819-01 Primary Solid Tumor COAD -TCGA-AA-3821-01 Primary Solid Tumor COAD -TCGA-AA-3831-01 Primary Solid Tumor COAD -TCGA-AA-3833-01 Primary Solid Tumor COAD -TCGA-AA-3837-01 Primary Solid Tumor COAD -TCGA-AA-3841-01 Primary Solid Tumor COAD -TCGA-AA-3842-01 Primary Solid Tumor COAD -TCGA-AA-3844-01 Primary Solid Tumor COAD -TCGA-AA-3845-01 Primary Solid Tumor COAD -TCGA-AA-3846-01 Primary Solid Tumor COAD -TCGA-AA-3848-01 Primary Solid Tumor COAD -TCGA-AA-3850-01 Primary Solid Tumor COAD -TCGA-AA-3851-01 Primary Solid Tumor COAD -TCGA-AA-3852-01 Primary Solid Tumor COAD -TCGA-AA-3854-01 Primary Solid Tumor COAD -TCGA-AA-3855-01 Primary Solid Tumor COAD -TCGA-AA-3856-01 Primary Solid Tumor COAD -TCGA-AA-3858-01 Primary Solid Tumor COAD -TCGA-AA-3861-01 Primary Solid Tumor COAD -TCGA-AA-3862-01 Primary Solid Tumor COAD -TCGA-AA-3864-01 Primary Solid Tumor COAD -TCGA-AA-3866-01 Primary Solid Tumor COAD -TCGA-AA-3867-01 Primary Solid Tumor COAD -TCGA-AA-3869-01 Primary Solid Tumor COAD -TCGA-AA-3870-01 Primary Solid Tumor COAD -TCGA-AA-3872-01 Primary Solid Tumor COAD -TCGA-AA-3875-01 Primary Solid Tumor COAD -TCGA-AA-3877-01 Primary Solid Tumor COAD -TCGA-AA-3930-01 Primary Solid Tumor COAD -TCGA-AA-3939-01 Primary Solid Tumor COAD -TCGA-AA-3941-01 Primary Solid Tumor COAD -TCGA-AA-3947-01 Primary Solid Tumor COAD -TCGA-AA-3949-01 Primary Solid Tumor COAD -TCGA-AA-3950-01 Primary Solid Tumor COAD -TCGA-AA-3952-01 Primary Solid Tumor COAD -TCGA-AA-3955-01 Primary Solid Tumor COAD -TCGA-AA-3956-01 Primary Solid Tumor COAD -TCGA-AA-3966-01 Primary Solid Tumor COAD -TCGA-AA-3968-01 Primary Solid Tumor COAD -TCGA-AA-3970-01 Primary Solid Tumor COAD -TCGA-AA-3971-01 Primary Solid Tumor COAD -TCGA-AA-3973-01 Primary Solid Tumor COAD -TCGA-AA-3975-01 Primary Solid Tumor COAD -TCGA-AA-3976-01 Primary Solid Tumor COAD -TCGA-AA-3977-01 Primary Solid Tumor COAD -TCGA-AA-3979-01 Primary Solid Tumor COAD -TCGA-AA-3980-01 Primary Solid Tumor COAD -TCGA-AA-3982-01 Primary Solid Tumor COAD -TCGA-AA-3984-01 Primary Solid Tumor COAD -TCGA-AA-3986-01 Primary Solid Tumor COAD -TCGA-AA-3989-01 Primary Solid Tumor COAD -TCGA-AA-3994-01 Primary Solid Tumor COAD -TCGA-AA-A004-01 Primary Solid Tumor COAD -TCGA-AA-A00A-01 Primary Solid Tumor COAD -TCGA-AA-A00D-01 Primary Solid Tumor COAD -TCGA-AA-A00E-01 Primary Solid Tumor COAD -TCGA-AA-A00F-01 Primary Solid Tumor COAD -TCGA-AA-A00J-01 Primary Solid Tumor COAD -TCGA-AA-A00K-01 Primary Solid Tumor COAD -TCGA-AA-A00L-01 Primary Solid Tumor COAD -TCGA-AA-A00N-01 Primary Solid Tumor COAD -TCGA-AA-A00O-01 Primary Solid Tumor COAD -TCGA-AA-A00Q-01 Primary Solid Tumor COAD -TCGA-AA-A00R-01 Primary Solid Tumor COAD -TCGA-AA-A00U-01 Primary Solid Tumor COAD -TCGA-AA-A00W-01 Primary Solid Tumor COAD -TCGA-AA-A00Z-01 Primary Solid Tumor COAD -TCGA-AA-A010-01 Primary Solid Tumor COAD -TCGA-AA-A017-01 Primary Solid Tumor COAD -TCGA-AA-A01C-01 Primary Solid Tumor COAD -TCGA-AA-A01D-01 Primary Solid Tumor COAD -TCGA-AA-A01F-01 Primary Solid Tumor COAD -TCGA-AA-A01G-01 Primary Solid Tumor COAD -TCGA-AA-A01I-01 Primary Solid Tumor COAD -TCGA-AA-A01K-01 Primary Solid Tumor COAD -TCGA-AA-A01P-01 Primary Solid Tumor COAD -TCGA-AA-A01Q-01 Primary Solid Tumor COAD -TCGA-AA-A01R-01 Primary Solid Tumor COAD -TCGA-AA-A01S-01 Primary Solid Tumor COAD -TCGA-AA-A01T-01 Primary Solid Tumor COAD -TCGA-AA-A01V-01 Primary Solid Tumor COAD -TCGA-AA-A01X-01 Primary Solid Tumor COAD -TCGA-AA-A01Z-01 Primary Solid Tumor COAD -TCGA-AA-A022-01 Primary Solid Tumor COAD -TCGA-AA-A024-01 Primary Solid Tumor COAD -TCGA-AA-A029-01 Primary Solid Tumor COAD -TCGA-AA-A02E-01 Primary Solid Tumor COAD -TCGA-AA-A02F-01 Primary Solid Tumor COAD -TCGA-AA-A02H-01 Primary Solid Tumor COAD -TCGA-AA-A02J-01 Primary Solid Tumor COAD -TCGA-AA-A02K-01 Primary Solid Tumor COAD -TCGA-AA-A02O-01 Primary Solid Tumor COAD -TCGA-AA-A02R-01 Primary Solid Tumor COAD -TCGA-AA-A02W-01 Primary Solid Tumor COAD -TCGA-AA-A02Y-01 Primary Solid Tumor COAD -TCGA-AA-A03F-01 Primary Solid Tumor COAD -TCGA-AA-A03J-01 Primary Solid Tumor COAD -TCGA-AB-2803-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2805-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2806-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2807-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2808-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2810-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2811-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2812-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2813-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2814-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2815-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2816-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2817-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2818-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2819-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2820-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2821-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2822-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2823-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2824-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2825-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2826-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2828-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2830-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2832-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2833-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2834-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2835-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2836-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2837-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2838-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2839-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2840-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2841-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2842-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2843-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2844-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2845-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2846-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2847-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2848-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2849-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2851-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2853-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2854-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2855-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2856-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2857-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2858-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2859-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2860-03 Primary Blood Derived Cancer - 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LAML -TCGA-AB-2877-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2879-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2880-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2881-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2882-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2884-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2885-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2886-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2887-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2888-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2889-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2890-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2891-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2895-03 Primary Blood Derived Cancer - Peripheral Blood LAML 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Derived Cancer - Peripheral Blood LAML -TCGA-AB-2932-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2933-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2934-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2935-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2936-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2937-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2938-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2939-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2940-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2941-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2942-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2943-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2944-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2946-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2948-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2949-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2950-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2952-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2954-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2955-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2956-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2959-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2963-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2964-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2965-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2966-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2967-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2969-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2970-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2971-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2972-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2973-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2975-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2976-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2977-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2978-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2979-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2980-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2981-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2982-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2983-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2984-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2985-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2986-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2987-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2988-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2990-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2991-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2992-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2993-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2994-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2995-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2996-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2998-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-2999-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-3000-03 Primary Blood Derived Cancer - Peripheral Blood LAML -TCGA-AB-3001-03 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Tumor COAD -TCGA-AD-6895-01 Primary Solid Tumor COAD -TCGA-AD-6899-01 Primary Solid Tumor COAD -TCGA-AD-6901-01 Primary Solid Tumor COAD -TCGA-AD-6963-01 Primary Solid Tumor COAD -TCGA-AD-6964-01 Primary Solid Tumor COAD -TCGA-AD-6965-01 Primary Solid Tumor COAD -TCGA-AD-A5EJ-01 Primary Solid Tumor COAD -TCGA-AD-A5EK-01 Primary Solid Tumor COAD -TCGA-AF-2687-01 Primary Solid Tumor READ -TCGA-AF-2689-11 Solid Tissue Normal READ -TCGA-AF-2690-01 Primary Solid Tumor READ -TCGA-AF-2691-01 Primary Solid Tumor READ -TCGA-AF-2691-11 Solid Tissue Normal READ -TCGA-AF-2692-01 Primary Solid Tumor READ -TCGA-AF-2692-11 Solid Tissue Normal READ -TCGA-AF-2693-01 Primary Solid Tumor READ -TCGA-AF-3400-01 Primary Solid Tumor READ -TCGA-AF-3400-11 Solid Tissue Normal READ -TCGA-AF-3911-01 Primary Solid Tumor READ -TCGA-AF-4110-01 Primary Solid Tumor READ -TCGA-AF-5654-01 Primary Solid Tumor READ -TCGA-AF-5654-11 Solid Tissue Normal READ -TCGA-AF-6136-01 Primary Solid Tumor READ -TCGA-AF-6655-01 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Tumor UCEC -TCGA-AJ-A3OK-01 Primary Solid Tumor UCEC -TCGA-AJ-A3OL-01 Primary Solid Tumor UCEC -TCGA-AJ-A3QS-01 Primary Solid Tumor UCEC -TCGA-AJ-A3TW-01 Primary Solid Tumor UCEC -TCGA-AJ-A5DV-01 Primary Solid Tumor UCEC -TCGA-AJ-A5DW-01 Primary Solid Tumor UCEC -TCGA-AJ-A6NU-01 Primary Solid Tumor UCEC -TCGA-AJ-A8CT-01 Primary Solid Tumor UCEC -TCGA-AJ-A8CV-01 Primary Solid Tumor UCEC -TCGA-AJ-A8CW-01 Primary Solid Tumor UCEC -TCGA-AK-3425-01 Primary Solid Tumor KIRC -TCGA-AK-3426-01 Primary Solid Tumor KIRC -TCGA-AK-3427-01 Primary Solid Tumor KIRC -TCGA-AK-3428-01 Primary Solid Tumor KIRC -TCGA-AK-3429-01 Primary Solid Tumor KIRC -TCGA-AK-3431-01 Primary Solid Tumor KIRC -TCGA-AK-3433-01 Primary Solid Tumor KIRC -TCGA-AK-3434-01 Primary Solid Tumor KIRC -TCGA-AK-3436-01 Primary Solid Tumor KIRC -TCGA-AK-3440-01 Primary Solid Tumor KIRC -TCGA-AK-3443-01 Primary Solid Tumor KIRC -TCGA-AK-3444-01 Primary Solid Tumor KIRC -TCGA-AK-3445-01 Primary Solid Tumor KIRC -TCGA-AK-3447-01 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-TCGA-AR-A0TW-01 Primary Solid Tumor BRCA -TCGA-AR-A0TX-01 Primary Solid Tumor BRCA -TCGA-AR-A0TY-01 Primary Solid Tumor BRCA -TCGA-AR-A0TZ-01 Primary Solid Tumor BRCA -TCGA-AR-A0U0-01 Primary Solid Tumor BRCA -TCGA-AR-A0U1-01 Primary Solid Tumor BRCA -TCGA-AR-A0U2-01 Primary Solid Tumor BRCA -TCGA-AR-A0U3-01 Primary Solid Tumor BRCA -TCGA-AR-A0U4-01 Primary Solid Tumor BRCA -TCGA-AR-A1AH-01 Primary Solid Tumor BRCA -TCGA-AR-A1AI-01 Primary Solid Tumor BRCA -TCGA-AR-A1AJ-01 Primary Solid Tumor BRCA -TCGA-AR-A1AK-01 Primary Solid Tumor BRCA -TCGA-AR-A1AL-01 Primary Solid Tumor BRCA -TCGA-AR-A1AM-01 Primary Solid Tumor BRCA -TCGA-AR-A1AN-01 Primary Solid Tumor BRCA -TCGA-AR-A1AO-01 Primary Solid Tumor BRCA -TCGA-AR-A1AP-01 Primary Solid Tumor BRCA -TCGA-AR-A1AQ-01 Primary Solid Tumor BRCA -TCGA-AR-A1AR-01 Primary Solid Tumor BRCA -TCGA-AR-A1AS-01 Primary Solid Tumor BRCA -TCGA-AR-A1AT-01 Primary Solid Tumor BRCA -TCGA-AR-A1AU-01 Primary Solid Tumor BRCA -TCGA-AR-A1AV-01 Primary Solid 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-TCGA-BH-A18J-01 Primary Solid Tumor BRCA -TCGA-BH-A18J-11 Solid Tissue Normal BRCA -TCGA-BH-A18K-01 Primary Solid Tumor BRCA -TCGA-BH-A18K-11 Solid Tissue Normal BRCA -TCGA-BH-A18L-01 Primary Solid Tumor BRCA -TCGA-BH-A18L-11 Solid Tissue Normal BRCA -TCGA-BH-A18M-01 Primary Solid Tumor BRCA -TCGA-BH-A18M-11 Solid Tissue Normal BRCA -TCGA-BH-A18N-01 Primary Solid Tumor BRCA -TCGA-BH-A18N-11 Solid Tissue Normal BRCA -TCGA-BH-A18P-01 Primary Solid Tumor BRCA -TCGA-BH-A18P-11 Solid Tissue Normal BRCA -TCGA-BH-A18Q-01 Primary Solid Tumor BRCA -TCGA-BH-A18Q-11 Solid Tissue Normal BRCA -TCGA-BH-A18R-01 Primary Solid Tumor BRCA -TCGA-BH-A18R-11 Solid Tissue Normal BRCA -TCGA-BH-A18S-01 Primary Solid Tumor BRCA -TCGA-BH-A18S-11 Solid Tissue Normal BRCA -TCGA-BH-A18T-01 Primary Solid Tumor BRCA -TCGA-BH-A18U-01 Primary Solid Tumor BRCA -TCGA-BH-A18U-11 Solid Tissue Normal BRCA -TCGA-BH-A18V-01 Primary Solid Tumor BRCA -TCGA-BH-A18V-06 Metastatic BRCA -TCGA-BH-A18V-11 Solid Tissue Normal BRCA 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-TCGA-BP-4345-01 Primary Solid Tumor KIRC -TCGA-BP-4346-01 Primary Solid Tumor KIRC -TCGA-BP-4347-01 Primary Solid Tumor KIRC -TCGA-BP-4349-01 Primary Solid Tumor KIRC -TCGA-BP-4351-01 Primary Solid Tumor KIRC -TCGA-BP-4352-01 Primary Solid Tumor KIRC -TCGA-BP-4353-01 Primary Solid Tumor KIRC -TCGA-BP-4354-01 Primary Solid Tumor KIRC -TCGA-BP-4355-01 Primary Solid Tumor KIRC -TCGA-BP-4756-01 Primary Solid Tumor KIRC -TCGA-BP-4758-01 Primary Solid Tumor KIRC -TCGA-BP-4759-01 Primary Solid Tumor KIRC -TCGA-BP-4760-01 Primary Solid Tumor KIRC -TCGA-BP-4761-01 Primary Solid Tumor KIRC -TCGA-BP-4762-01 Primary Solid Tumor KIRC -TCGA-BP-4763-01 Primary Solid Tumor KIRC -TCGA-BP-4765-01 Primary Solid Tumor KIRC -TCGA-BP-4766-01 Primary Solid Tumor KIRC -TCGA-BP-4768-01 Primary Solid Tumor KIRC -TCGA-BP-4769-01 Primary Solid Tumor KIRC -TCGA-BP-4770-01 Primary Solid Tumor KIRC -TCGA-BP-4771-01 Primary Solid Tumor KIRC -TCGA-BP-4774-01 Primary Solid Tumor KIRC -TCGA-BP-4775-01 Primary Solid 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Solid Tumor LIHC -TCGA-DD-A1EH-11 Solid Tissue Normal LIHC -TCGA-DD-A1EI-01 Primary Solid Tumor LIHC -TCGA-DD-A1EI-11 Solid Tissue Normal LIHC -TCGA-DD-A1EJ-01 Primary Solid Tumor LIHC -TCGA-DD-A1EJ-11 Solid Tissue Normal LIHC -TCGA-DD-A1EK-01 Primary Solid Tumor LIHC -TCGA-DD-A1EL-01 Primary Solid Tumor LIHC -TCGA-DD-A1EL-11 Solid Tissue Normal LIHC -TCGA-DD-A39V-01 Primary Solid Tumor LIHC -TCGA-DD-A39V-11 Solid Tissue Normal LIHC -TCGA-DD-A39W-01 Primary Solid Tumor LIHC -TCGA-DD-A39W-11 Solid Tissue Normal LIHC -TCGA-DD-A39X-01 Primary Solid Tumor LIHC -TCGA-DD-A39X-11 Solid Tissue Normal LIHC -TCGA-DD-A39Y-01 Primary Solid Tumor LIHC -TCGA-DD-A39Z-01 Primary Solid Tumor LIHC -TCGA-DD-A39Z-11 Solid Tissue Normal LIHC -TCGA-DD-A3A1-01 Primary Solid Tumor LIHC -TCGA-DD-A3A1-11 Solid Tissue Normal LIHC -TCGA-DD-A3A2-01 Primary Solid Tumor LIHC -TCGA-DD-A3A2-11 Solid Tissue Normal LIHC -TCGA-DD-A3A3-01 Primary Solid Tumor LIHC -TCGA-DD-A3A3-11 Solid Tissue Normal LIHC -TCGA-DD-A3A4-01 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-TCGA-E1-A7YI-01 Primary Solid Tumor LGG -TCGA-E1-A7YJ-01 Primary Solid Tumor LGG -TCGA-E1-A7YK-01 Primary Solid Tumor LGG -TCGA-E1-A7YL-01 Primary Solid Tumor LGG -TCGA-E1-A7YM-01 Primary Solid Tumor LGG -TCGA-E1-A7YN-01 Primary Solid Tumor LGG -TCGA-E1-A7YO-01 Primary Solid Tumor LGG -TCGA-E1-A7YQ-01 Primary Solid Tumor LGG -TCGA-E1-A7YS-01 Primary Solid Tumor LGG -TCGA-E1-A7YU-01 Primary Solid Tumor LGG -TCGA-E1-A7YV-01 Primary Solid Tumor LGG -TCGA-E1-A7YW-01 Primary Solid Tumor LGG -TCGA-E1-A7YY-01 Primary Solid Tumor LGG -TCGA-E1-A7Z2-01 Primary Solid Tumor LGG -TCGA-E1-A7Z3-01 Primary Solid Tumor LGG -TCGA-E1-A7Z4-01 Primary Solid Tumor LGG -TCGA-E1-A7Z6-01 Primary Solid Tumor LGG -TCGA-E2-A105-01 Primary Solid Tumor BRCA -TCGA-E2-A106-01 Primary Solid Tumor BRCA -TCGA-E2-A107-01 Primary Solid Tumor BRCA -TCGA-E2-A108-01 Primary Solid Tumor BRCA -TCGA-E2-A109-01 Primary Solid Tumor BRCA -TCGA-E2-A10A-01 Primary Solid Tumor BRCA -TCGA-E2-A10B-01 Primary Solid Tumor BRCA 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Tumor BRCA -TCGA-E2-A158-11 Solid Tissue Normal BRCA -TCGA-E2-A159-01 Primary Solid Tumor BRCA -TCGA-E2-A15A-01 Primary Solid Tumor BRCA -TCGA-E2-A15A-06 Metastatic BRCA -TCGA-E2-A15C-01 Primary Solid Tumor BRCA -TCGA-E2-A15D-01 Primary Solid Tumor BRCA -TCGA-E2-A15E-01 Primary Solid Tumor BRCA -TCGA-E2-A15E-06 Metastatic BRCA -TCGA-E2-A15F-01 Primary Solid Tumor BRCA -TCGA-E2-A15G-01 Primary Solid Tumor BRCA -TCGA-E2-A15H-01 Primary Solid Tumor BRCA -TCGA-E2-A15I-01 Primary Solid Tumor BRCA -TCGA-E2-A15I-11 Solid Tissue Normal BRCA -TCGA-E2-A15J-01 Primary Solid Tumor BRCA -TCGA-E2-A15K-01 Primary Solid Tumor BRCA -TCGA-E2-A15K-06 Metastatic BRCA -TCGA-E2-A15K-11 Solid Tissue Normal BRCA -TCGA-E2-A15L-01 Primary Solid Tumor BRCA -TCGA-E2-A15M-01 Primary Solid Tumor BRCA -TCGA-E2-A15M-11 Solid Tissue Normal BRCA -TCGA-E2-A15O-01 Primary Solid Tumor BRCA -TCGA-E2-A15P-01 Primary Solid Tumor BRCA -TCGA-E2-A15R-01 Primary Solid Tumor BRCA -TCGA-E2-A15S-01 Primary Solid Tumor BRCA -TCGA-E2-A15T-01 Primary Solid Tumor BRCA -TCGA-E2-A1AZ-01 Primary Solid Tumor BRCA -TCGA-E2-A1B0-01 Primary Solid Tumor BRCA -TCGA-E2-A1B1-01 Primary Solid Tumor BRCA -TCGA-E2-A1B4-01 Primary Solid Tumor BRCA -TCGA-E2-A1B5-01 Primary Solid Tumor BRCA -TCGA-E2-A1B6-01 Primary Solid Tumor BRCA -TCGA-E2-A1BC-01 Primary Solid Tumor BRCA -TCGA-E2-A1BC-11 Solid Tissue Normal BRCA -TCGA-E2-A1BD-01 Primary Solid Tumor BRCA -TCGA-E2-A1IE-01 Primary Solid Tumor BRCA -TCGA-E2-A1IF-01 Primary Solid Tumor BRCA -TCGA-E2-A1IG-01 Primary Solid Tumor BRCA -TCGA-E2-A1IG-11 Solid Tissue Normal BRCA -TCGA-E2-A1IH-01 Primary Solid Tumor BRCA -TCGA-E2-A1II-01 Primary Solid Tumor BRCA -TCGA-E2-A1IJ-01 Primary Solid Tumor BRCA -TCGA-E2-A1IK-01 Primary Solid Tumor BRCA -TCGA-E2-A1IL-01 Primary Solid Tumor BRCA -TCGA-E2-A1IN-01 Primary Solid Tumor BRCA -TCGA-E2-A1IO-01 Primary Solid Tumor BRCA -TCGA-E2-A1IP-01 Primary Solid Tumor BRCA -TCGA-E2-A1IU-01 Primary Solid Tumor BRCA -TCGA-E2-A1L6-01 Primary Solid 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-TCGA-E7-A519-01 Primary Solid Tumor BLCA -TCGA-E7-A541-01 Primary Solid Tumor BLCA -TCGA-E7-A5KE-01 Primary Solid Tumor BLCA -TCGA-E7-A5KF-01 Primary Solid Tumor BLCA -TCGA-E7-A677-01 Primary Solid Tumor BLCA -TCGA-E7-A678-01 Primary Solid Tumor BLCA -TCGA-E7-A6MD-01 Primary Solid Tumor BLCA -TCGA-E7-A6ME-01 Primary Solid Tumor BLCA -TCGA-E7-A6MF-01 Primary Solid Tumor BLCA -TCGA-E7-A7DU-01 Primary Solid Tumor BLCA -TCGA-E7-A7DV-01 Primary Solid Tumor BLCA -TCGA-E7-A7PW-01 Primary Solid Tumor BLCA -TCGA-E7-A7XN-01 Primary Solid Tumor BLCA -TCGA-E7-A85H-01 Primary Solid Tumor BLCA -TCGA-E7-A8O7-01 Primary Solid Tumor BLCA -TCGA-E7-A8O8-01 Primary Solid Tumor BLCA -TCGA-E7-A97P-01 Primary Solid Tumor BLCA -TCGA-E7-A97Q-01 Primary Solid Tumor BLCA -TCGA-E8-A242-01 Primary Solid Tumor THCA -TCGA-E8-A2EA-01 Primary Solid Tumor THCA -TCGA-E8-A2JQ-01 Primary Solid Tumor THCA -TCGA-E8-A2JQ-11 Solid Tissue Normal THCA -TCGA-E8-A3X7-01 Primary Solid Tumor THCA -TCGA-E8-A413-01 Primary Solid 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Tissue Normal BRCA -TCGA-E9-A1NA-01 Primary Solid Tumor BRCA -TCGA-E9-A1NA-11 Solid Tissue Normal BRCA -TCGA-E9-A1NC-01 Primary Solid Tumor BRCA -TCGA-E9-A1ND-01 Primary Solid Tumor BRCA -TCGA-E9-A1ND-11 Solid Tissue Normal BRCA -TCGA-E9-A1NE-01 Primary Solid Tumor BRCA -TCGA-E9-A1NF-01 Primary Solid Tumor BRCA -TCGA-E9-A1NF-11 Solid Tissue Normal BRCA -TCGA-E9-A1NG-01 Primary Solid Tumor BRCA -TCGA-E9-A1NG-11 Solid Tissue Normal BRCA -TCGA-E9-A1NH-01 Primary Solid Tumor BRCA -TCGA-E9-A1NI-01 Primary Solid Tumor BRCA -TCGA-E9-A1QZ-01 Primary Solid Tumor BRCA -TCGA-E9-A1R0-01 Primary Solid Tumor BRCA -TCGA-E9-A1R2-01 Primary Solid Tumor BRCA -TCGA-E9-A1R3-01 Primary Solid Tumor BRCA -TCGA-E9-A1R4-01 Primary Solid Tumor BRCA -TCGA-E9-A1R5-01 Primary Solid Tumor BRCA -TCGA-E9-A1R6-01 Primary Solid Tumor BRCA -TCGA-E9-A1R7-01 Primary Solid Tumor BRCA -TCGA-E9-A1R7-11 Solid Tissue Normal BRCA -TCGA-E9-A1RA-01 Primary Solid Tumor BRCA -TCGA-E9-A1RB-01 Primary Solid Tumor BRCA -TCGA-E9-A1RB-11 Solid Tissue Normal BRCA -TCGA-E9-A1RC-01 Primary Solid Tumor BRCA -TCGA-E9-A1RC-11 Solid Tissue Normal BRCA -TCGA-E9-A1RD-01 Primary Solid Tumor BRCA -TCGA-E9-A1RD-11 Solid Tissue Normal BRCA -TCGA-E9-A1RE-01 Primary Solid Tumor BRCA -TCGA-E9-A1RF-01 Primary Solid Tumor BRCA -TCGA-E9-A1RF-11 Solid Tissue Normal BRCA -TCGA-E9-A1RG-01 Primary Solid Tumor BRCA -TCGA-E9-A1RH-01 Primary Solid Tumor BRCA -TCGA-E9-A1RH-11 Solid Tissue Normal BRCA -TCGA-E9-A1RI-01 Primary Solid Tumor BRCA -TCGA-E9-A1RI-11 Solid Tissue Normal BRCA -TCGA-E9-A226-01 Primary Solid Tumor BRCA -TCGA-E9-A227-01 Primary Solid Tumor BRCA -TCGA-E9-A228-01 Primary Solid Tumor BRCA -TCGA-E9-A229-01 Primary Solid Tumor BRCA -TCGA-E9-A22A-01 Primary Solid Tumor BRCA -TCGA-E9-A22B-01 Primary Solid Tumor BRCA -TCGA-E9-A22D-01 Primary Solid Tumor BRCA -TCGA-E9-A22E-01 Primary Solid Tumor BRCA -TCGA-E9-A22G-01 Primary Solid Tumor BRCA -TCGA-E9-A22H-01 Primary Solid Tumor BRCA -TCGA-E9-A243-01 Primary Solid 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-TCGA-EB-A24C-01 Primary Solid Tumor SKCM -TCGA-EB-A24D-01 Primary Solid Tumor SKCM -TCGA-EB-A299-01 Primary Solid Tumor SKCM -TCGA-EB-A3HV-01 Primary Solid Tumor SKCM -TCGA-EB-A3XB-01 Primary Solid Tumor SKCM -TCGA-EB-A3XC-01 Primary Solid Tumor SKCM -TCGA-EB-A3XD-01 Primary Solid Tumor SKCM -TCGA-EB-A3XE-01 Primary Solid Tumor SKCM -TCGA-EB-A3XF-01 Primary Solid Tumor SKCM -TCGA-EB-A3Y6-01 Primary Solid Tumor SKCM -TCGA-EB-A3Y7-01 Primary Solid Tumor SKCM -TCGA-EB-A41A-01 Primary Solid Tumor SKCM -TCGA-EB-A41B-01 Primary Solid Tumor SKCM -TCGA-EB-A42Y-01 Primary Solid Tumor SKCM -TCGA-EB-A42Z-01 Primary Solid Tumor SKCM -TCGA-EB-A430-01 Primary Solid Tumor SKCM -TCGA-EB-A431-01 Primary Solid Tumor SKCM -TCGA-EB-A44N-01 Primary Solid Tumor SKCM -TCGA-EB-A44O-01 Primary Solid Tumor SKCM -TCGA-EB-A44P-01 Primary Solid Tumor SKCM -TCGA-EB-A44Q-06 Metastatic SKCM -TCGA-EB-A44R-06 Metastatic SKCM -TCGA-EB-A4IQ-01 Primary Solid Tumor SKCM -TCGA-EB-A4IS-01 Primary Solid Tumor SKCM -TCGA-EB-A4OY-01 Primary Solid Tumor SKCM -TCGA-EB-A4OZ-01 Primary Solid Tumor SKCM -TCGA-EB-A4P0-01 Primary Solid Tumor SKCM -TCGA-EB-A4XL-01 Primary Solid Tumor SKCM -TCGA-EB-A51B-01 Primary Solid Tumor SKCM -TCGA-EB-A550-01 Primary Solid Tumor SKCM -TCGA-EB-A551-01 Primary Solid Tumor SKCM -TCGA-EB-A553-01 Primary Solid Tumor SKCM -TCGA-EB-A57M-01 Primary Solid Tumor SKCM -TCGA-EB-A5FP-01 Primary Solid Tumor SKCM -TCGA-EB-A5KH-06 Metastatic SKCM -TCGA-EB-A5SE-01 Primary Solid Tumor SKCM -TCGA-EB-A5SF-01 Primary Solid Tumor SKCM -TCGA-EB-A5SG-06 Metastatic SKCM -TCGA-EB-A5SH-06 Metastatic SKCM -TCGA-EB-A5UL-06 Metastatic SKCM -TCGA-EB-A5UM-01 Primary Solid Tumor SKCM -TCGA-EB-A5UN-06 Metastatic SKCM -TCGA-EB-A5VU-01 Primary Solid Tumor SKCM -TCGA-EB-A5VV-06 Metastatic SKCM -TCGA-EB-A6L9-06 Metastatic SKCM -TCGA-EB-A6QY-01 Primary Solid Tumor SKCM -TCGA-EB-A6QZ-01 Primary Solid Tumor SKCM -TCGA-EB-A6R0-01 Primary Solid Tumor SKCM -TCGA-EB-A82B-01 Primary Solid Tumor SKCM 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-TCGA-EE-A17Z-06 Metastatic SKCM -TCGA-EE-A180-06 Metastatic SKCM -TCGA-EE-A181-06 Metastatic SKCM -TCGA-EE-A182-06 Metastatic SKCM -TCGA-EE-A183-06 Metastatic SKCM -TCGA-EE-A184-06 Metastatic SKCM -TCGA-EE-A185-06 Metastatic SKCM -TCGA-EE-A20B-06 Metastatic SKCM -TCGA-EE-A20C-06 Metastatic SKCM -TCGA-EE-A20F-06 Metastatic SKCM -TCGA-EE-A20H-06 Metastatic SKCM -TCGA-EE-A20I-06 Metastatic SKCM -TCGA-EE-A29A-06 Metastatic SKCM -TCGA-EE-A29B-06 Metastatic SKCM -TCGA-EE-A29C-06 Metastatic SKCM -TCGA-EE-A29D-06 Metastatic SKCM -TCGA-EE-A29E-06 Metastatic SKCM -TCGA-EE-A29G-06 Metastatic SKCM -TCGA-EE-A29H-06 Metastatic SKCM -TCGA-EE-A29L-06 Metastatic SKCM -TCGA-EE-A29M-06 Metastatic SKCM -TCGA-EE-A29N-06 Metastatic SKCM -TCGA-EE-A29P-06 Metastatic SKCM -TCGA-EE-A29Q-06 Metastatic SKCM -TCGA-EE-A29R-06 Metastatic SKCM -TCGA-EE-A29S-06 Metastatic SKCM -TCGA-EE-A29T-06 Metastatic SKCM -TCGA-EE-A29V-06 Metastatic SKCM -TCGA-EE-A29W-06 Metastatic SKCM -TCGA-EE-A29X-06 Metastatic SKCM -TCGA-EE-A2A0-06 Metastatic SKCM -TCGA-EE-A2A1-06 Metastatic SKCM -TCGA-EE-A2A2-06 Metastatic SKCM -TCGA-EE-A2A5-06 Metastatic SKCM -TCGA-EE-A2A6-06 Metastatic SKCM -TCGA-EE-A2GB-06 Metastatic SKCM -TCGA-EE-A2GC-06 Metastatic SKCM -TCGA-EE-A2GD-06 Metastatic SKCM -TCGA-EE-A2GE-06 Metastatic SKCM -TCGA-EE-A2GH-06 Metastatic SKCM -TCGA-EE-A2GI-06 Metastatic SKCM -TCGA-EE-A2GJ-06 Metastatic SKCM -TCGA-EE-A2GK-06 Metastatic SKCM -TCGA-EE-A2GL-06 Metastatic SKCM -TCGA-EE-A2GM-06 Metastatic SKCM -TCGA-EE-A2GN-06 Metastatic SKCM -TCGA-EE-A2GO-06 Metastatic SKCM -TCGA-EE-A2GP-06 Metastatic SKCM -TCGA-EE-A2GR-06 Metastatic SKCM -TCGA-EE-A2GS-06 Metastatic SKCM -TCGA-EE-A2GT-06 Metastatic SKCM -TCGA-EE-A2GU-06 Metastatic SKCM -TCGA-EE-A2M5-06 Metastatic SKCM -TCGA-EE-A2M6-06 Metastatic SKCM -TCGA-EE-A2M7-06 Metastatic SKCM -TCGA-EE-A2M8-06 Metastatic SKCM -TCGA-EE-A2MC-06 Metastatic SKCM -TCGA-EE-A2MD-06 Metastatic SKCM -TCGA-EE-A2ME-06 Metastatic SKCM -TCGA-EE-A2MF-06 Metastatic SKCM -TCGA-EE-A2MG-06 Metastatic SKCM -TCGA-EE-A2MH-06 Metastatic SKCM -TCGA-EE-A2MI-06 Metastatic SKCM -TCGA-EE-A2MJ-06 Metastatic SKCM -TCGA-EE-A2MK-06 Metastatic SKCM -TCGA-EE-A2ML-06 Metastatic SKCM -TCGA-EE-A2MM-06 Metastatic SKCM -TCGA-EE-A2MN-06 Metastatic SKCM -TCGA-EE-A2MP-06 Metastatic SKCM -TCGA-EE-A2MQ-06 Metastatic SKCM -TCGA-EE-A2MR-06 Metastatic SKCM -TCGA-EE-A2MS-06 Metastatic SKCM -TCGA-EE-A2MT-06 Metastatic SKCM -TCGA-EE-A2MU-06 Metastatic SKCM -TCGA-EE-A3AA-06 Metastatic SKCM -TCGA-EE-A3AB-06 Metastatic SKCM -TCGA-EE-A3AC-06 Metastatic SKCM -TCGA-EE-A3AD-06 Metastatic SKCM -TCGA-EE-A3AE-06 Metastatic SKCM -TCGA-EE-A3AF-06 Metastatic SKCM -TCGA-EE-A3AG-06 Metastatic SKCM -TCGA-EE-A3AH-06 Metastatic SKCM -TCGA-EE-A3J3-06 Metastatic SKCM -TCGA-EE-A3J4-06 Metastatic SKCM -TCGA-EE-A3J5-06 Metastatic SKCM -TCGA-EE-A3J7-06 Metastatic SKCM -TCGA-EE-A3J8-06 Metastatic SKCM -TCGA-EE-A3JA-06 Metastatic SKCM -TCGA-EE-A3JB-06 Metastatic SKCM -TCGA-EE-A3JD-06 Metastatic SKCM 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-TCGA-FR-A8YC-06 Metastatic SKCM -TCGA-FR-A8YD-06 Metastatic SKCM -TCGA-FR-A8YE-06 Metastatic SKCM -TCGA-FS-A1YW-06 Metastatic SKCM -TCGA-FS-A1YX-06 Metastatic SKCM -TCGA-FS-A1YY-06 Metastatic SKCM -TCGA-FS-A1Z0-06 Metastatic SKCM -TCGA-FS-A1Z3-06 Metastatic SKCM -TCGA-FS-A1Z4-06 Metastatic SKCM -TCGA-FS-A1Z7-06 Metastatic SKCM -TCGA-FS-A1ZA-06 Metastatic SKCM -TCGA-FS-A1ZB-06 Metastatic SKCM -TCGA-FS-A1ZC-06 Metastatic SKCM -TCGA-FS-A1ZD-06 Metastatic SKCM -TCGA-FS-A1ZE-06 Metastatic SKCM -TCGA-FS-A1ZF-06 Metastatic SKCM -TCGA-FS-A1ZG-06 Metastatic SKCM -TCGA-FS-A1ZH-06 Metastatic SKCM -TCGA-FS-A1ZJ-06 Metastatic SKCM -TCGA-FS-A1ZK-06 Metastatic SKCM -TCGA-FS-A1ZM-06 Metastatic SKCM -TCGA-FS-A1ZN-01 Primary Solid Tumor SKCM -TCGA-FS-A1ZP-06 Metastatic SKCM -TCGA-FS-A1ZQ-06 Metastatic SKCM -TCGA-FS-A1ZR-06 Metastatic SKCM -TCGA-FS-A1ZS-06 Metastatic SKCM -TCGA-FS-A1ZT-06 Metastatic SKCM -TCGA-FS-A1ZU-06 Metastatic SKCM -TCGA-FS-A1ZW-06 Metastatic SKCM -TCGA-FS-A1ZY-06 Metastatic SKCM -TCGA-FS-A1ZZ-06 Metastatic SKCM -TCGA-FS-A4F0-06 Metastatic SKCM -TCGA-FS-A4F2-06 Metastatic SKCM -TCGA-FS-A4F4-06 Metastatic SKCM -TCGA-FS-A4F5-06 Metastatic SKCM -TCGA-FS-A4F8-06 Metastatic SKCM -TCGA-FS-A4F9-06 Metastatic SKCM -TCGA-FS-A4FB-06 Metastatic SKCM -TCGA-FS-A4FC-06 Metastatic SKCM -TCGA-FS-A4FD-06 Metastatic SKCM -TCGA-FT-A3EE-01 Primary Solid Tumor BLCA -TCGA-FT-A61P-01 Primary Solid Tumor BLCA -TCGA-FU-A23K-01 Primary Solid Tumor CESC -TCGA-FU-A23L-01 Primary Solid Tumor CESC -TCGA-FU-A2QG-01 Primary Solid Tumor CESC -TCGA-FU-A3EO-01 Primary Solid Tumor CESC -TCGA-FU-A3EO-11 Solid Tissue Normal CESC -TCGA-FU-A3HY-01 Primary Solid Tumor CESC -TCGA-FU-A3HZ-01 Primary Solid Tumor CESC -TCGA-FU-A3NI-01 Primary Solid Tumor CESC -TCGA-FU-A3TQ-01 Primary Solid Tumor CESC -TCGA-FU-A3TX-01 Primary Solid Tumor CESC -TCGA-FU-A3WB-01 Primary Solid Tumor CESC -TCGA-FU-A3YQ-01 Primary Solid Tumor CESC -TCGA-FU-A40J-01 Primary Solid Tumor CESC -TCGA-FU-A57G-01 Primary Solid Tumor 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Normal THCA -TCGA-H2-A421-01 Primary Solid Tumor THCA -TCGA-H2-A422-01 Primary Solid Tumor THCA -TCGA-H4-A2HO-01 Primary Solid Tumor BLCA -TCGA-H4-A2HQ-01 Primary Solid Tumor BLCA -TCGA-H5-A2HR-01 Primary Solid Tumor UCEC -TCGA-H6-8124-01 Primary Solid Tumor PAAD -TCGA-H6-8124-11 Solid Tissue Normal PAAD -TCGA-H6-A45N-01 Primary Solid Tumor PAAD -TCGA-H6-A45N-11 Solid Tissue Normal PAAD -TCGA-H7-7774-01 Primary Solid Tumor HNSC -TCGA-H7-8501-01 Primary Solid Tumor HNSC -TCGA-H7-8502-01 Primary Solid Tumor HNSC -TCGA-H7-A6C4-01 Primary Solid Tumor HNSC -TCGA-H7-A6C4-11 Solid Tissue Normal HNSC -TCGA-H7-A6C5-11 Solid Tissue Normal HNSC -TCGA-H7-A76A-01 Primary Solid Tumor HNSC -TCGA-H8-A6C1-01 Primary Solid Tumor PAAD -TCGA-H9-7775-01 Primary Solid Tumor PRAD -TCGA-H9-A6BX-01 Primary Solid Tumor PRAD -TCGA-H9-A6BY-01 Primary Solid Tumor PRAD -TCGA-HB-A2OT-01 Primary Solid Tumor SARC -TCGA-HB-A3L4-01 Primary Solid Tumor SARC -TCGA-HB-A3YV-01 Primary Solid Tumor SARC -TCGA-HB-A43Z-01 Primary Solid Tumor SARC -TCGA-HB-A5W3-01 Primary Solid Tumor SARC -TCGA-HC-7075-01 Primary Solid Tumor PRAD -TCGA-HC-7077-01 Primary Solid Tumor PRAD -TCGA-HC-7078-01 Primary Solid Tumor PRAD -TCGA-HC-7079-01 Primary Solid Tumor PRAD -TCGA-HC-7080-01 Primary Solid Tumor PRAD -TCGA-HC-7081-01 Primary Solid Tumor PRAD -TCGA-HC-7209-01 Primary Solid Tumor PRAD -TCGA-HC-7210-01 Primary Solid Tumor PRAD -TCGA-HC-7211-01 Primary Solid Tumor PRAD -TCGA-HC-7211-11 Solid Tissue Normal PRAD -TCGA-HC-7212-01 Primary Solid Tumor PRAD -TCGA-HC-7213-01 Primary Solid Tumor PRAD -TCGA-HC-7230-01 Primary Solid Tumor PRAD -TCGA-HC-7231-01 Primary Solid Tumor PRAD -TCGA-HC-7232-01 Primary Solid Tumor PRAD -TCGA-HC-7233-01 Primary Solid Tumor PRAD -TCGA-HC-7736-01 Primary Solid Tumor PRAD -TCGA-HC-7737-01 Primary Solid Tumor PRAD -TCGA-HC-7737-11 Solid Tissue Normal PRAD -TCGA-HC-7738-01 Primary Solid Tumor PRAD -TCGA-HC-7738-11 Solid Tissue Normal PRAD -TCGA-HC-7740-01 Primary Solid Tumor PRAD -TCGA-HC-7740-11 Solid Tissue Normal PRAD -TCGA-HC-7742-01 Primary Solid Tumor PRAD -TCGA-HC-7742-11 Solid Tissue Normal PRAD -TCGA-HC-7744-01 Primary Solid Tumor PRAD -TCGA-HC-7745-01 Primary Solid Tumor PRAD -TCGA-HC-7745-11 Solid Tissue Normal PRAD -TCGA-HC-7747-01 Primary Solid Tumor PRAD -TCGA-HC-7747-11 Solid Tissue Normal PRAD -TCGA-HC-7748-01 Primary Solid Tumor PRAD -TCGA-HC-7749-01 Primary Solid Tumor PRAD -TCGA-HC-7750-01 Primary Solid Tumor PRAD -TCGA-HC-7752-01 Primary Solid Tumor PRAD -TCGA-HC-7752-11 Solid Tissue Normal PRAD -TCGA-HC-7817-01 Primary Solid Tumor PRAD -TCGA-HC-7818-01 Primary Solid Tumor PRAD -TCGA-HC-7819-01 Primary Solid Tumor PRAD -TCGA-HC-7819-11 Solid Tissue Normal PRAD -TCGA-HC-7820-01 Primary Solid Tumor PRAD -TCGA-HC-7821-01 Primary Solid Tumor PRAD -TCGA-HC-8213-01 Primary Solid Tumor PRAD -TCGA-HC-8216-01 Primary Solid Tumor PRAD -TCGA-HC-8256-01 Primary Solid Tumor PRAD -TCGA-HC-8257-01 Primary Solid Tumor PRAD -TCGA-HC-8258-01 Primary Solid Tumor PRAD -TCGA-HC-8258-11 Solid Tissue Normal PRAD -TCGA-HC-8259-01 Primary Solid Tumor PRAD -TCGA-HC-8259-11 Solid Tissue Normal PRAD -TCGA-HC-8260-01 Primary Solid Tumor PRAD -TCGA-HC-8260-11 Solid Tissue Normal PRAD -TCGA-HC-8261-01 Primary Solid Tumor PRAD -TCGA-HC-8262-01 Primary Solid Tumor PRAD -TCGA-HC-8262-11 Solid Tissue Normal PRAD -TCGA-HC-8264-01 Primary Solid Tumor PRAD -TCGA-HC-8265-01 Primary Solid Tumor PRAD -TCGA-HC-8266-01 Primary Solid Tumor PRAD -TCGA-HC-A48F-01 Primary Solid Tumor PRAD -TCGA-HC-A4ZV-01 Primary Solid Tumor PRAD -TCGA-HC-A631-01 Primary Solid Tumor PRAD -TCGA-HC-A632-01 Primary Solid Tumor PRAD -TCGA-HC-A6AL-01 Primary Solid Tumor PRAD -TCGA-HC-A6AN-01 Primary Solid Tumor PRAD -TCGA-HC-A6AO-01 Primary Solid Tumor PRAD -TCGA-HC-A6AP-01 Primary Solid Tumor PRAD -TCGA-HC-A6AQ-01 Primary Solid Tumor PRAD -TCGA-HC-A6AS-01 Primary Solid Tumor PRAD -TCGA-HC-A6HX-01 Primary Solid Tumor PRAD -TCGA-HC-A6HY-01 Primary Solid Tumor PRAD -TCGA-HC-A76W-01 Primary Solid Tumor PRAD -TCGA-HC-A76X-01 Primary Solid Tumor PRAD -TCGA-HC-A8CY-01 Primary Solid Tumor PRAD -TCGA-HC-A8D0-01 Primary Solid Tumor PRAD -TCGA-HC-A8D1-01 Primary Solid Tumor PRAD -TCGA-HC-A9TE-01 Primary Solid Tumor PRAD -TCGA-HC-A9TH-01 Primary Solid Tumor PRAD -TCGA-HD-7229-01 Primary Solid Tumor HNSC -TCGA-HD-7753-01 Primary Solid Tumor HNSC -TCGA-HD-7754-01 Primary Solid Tumor HNSC -TCGA-HD-7831-01 Primary Solid Tumor HNSC -TCGA-HD-7832-01 Primary Solid Tumor HNSC -TCGA-HD-7917-01 Primary Solid Tumor HNSC -TCGA-HD-8224-01 Primary Solid Tumor HNSC -TCGA-HD-8314-01 Primary Solid Tumor HNSC -TCGA-HD-8634-01 Primary Solid Tumor HNSC -TCGA-HD-8635-01 Primary Solid Tumor HNSC -TCGA-HD-8635-11 Solid Tissue Normal HNSC -TCGA-HD-A4C1-01 Primary Solid Tumor HNSC -TCGA-HD-A633-01 Primary Solid Tumor HNSC -TCGA-HD-A634-01 Primary Solid Tumor HNSC -TCGA-HD-A6HZ-01 Primary Solid Tumor HNSC -TCGA-HD-A6HZ-11 Solid Tissue Normal HNSC -TCGA-HD-A6I0-01 Primary Solid Tumor HNSC -TCGA-HD-A6I0-11 Solid Tissue Normal HNSC -TCGA-HE-7128-01 Primary Solid Tumor KIRP -TCGA-HE-7129-01 Primary Solid Tumor KIRP -TCGA-HE-7130-01 Primary Solid Tumor KIRP -TCGA-HE-A5NF-01 Primary Solid Tumor KIRP -TCGA-HE-A5NH-01 Primary Solid Tumor KIRP -TCGA-HE-A5NI-01 Primary Solid Tumor KIRP -TCGA-HE-A5NJ-01 Primary Solid Tumor KIRP -TCGA-HE-A5NK-01 Primary Solid Tumor KIRP -TCGA-HE-A5NL-01 Primary Solid Tumor KIRP -TCGA-HF-7131-01 Primary Solid Tumor STAD -TCGA-HF-7132-01 Primary Solid Tumor STAD -TCGA-HF-7133-01 Primary Solid Tumor STAD -TCGA-HF-7134-01 Primary Solid Tumor STAD -TCGA-HF-7136-01 Primary Solid Tumor STAD -TCGA-HF-A5NB-01 Primary Solid Tumor STAD -TCGA-HG-A2PA-01 Primary Solid Tumor CESC -TCGA-HI-7168-01 Primary Solid Tumor PRAD -TCGA-HI-7169-01 Primary Solid Tumor PRAD -TCGA-HI-7170-01 Primary Solid Tumor PRAD -TCGA-HI-7171-01 Primary Solid Tumor PRAD -TCGA-HJ-7597-01 Primary Solid Tumor STAD -TCGA-HL-7533-01 Primary Solid Tumor HNSC -TCGA-HM-A3JJ-01 Primary Solid Tumor CESC -TCGA-HM-A3JJ-11 Solid Tissue Normal CESC -TCGA-HM-A3JK-01 Primary Solid Tumor CESC -TCGA-HM-A4S6-01 Primary Solid Tumor CESC -TCGA-HM-A6W2-01 Primary Solid Tumor CESC -TCGA-HM-A6W2-06 Metastatic CESC -TCGA-HN-A2NL-01 Primary Solid Tumor BRCA -TCGA-HN-A2OB-01 Primary Solid Tumor BRCA -TCGA-HP-A5MZ-01 Primary Solid Tumor LIHC -TCGA-HP-A5N0-01 Primary Solid Tumor LIHC -TCGA-HQ-A2OE-01 Primary Solid Tumor BLCA -TCGA-HQ-A2OF-01 Primary Solid Tumor BLCA -TCGA-HQ-A5ND-01 Primary Solid Tumor BLCA -TCGA-HQ-A5NE-01 Primary Solid Tumor BLCA -TCGA-HR-A2OG-06 Metastatic SKCM -TCGA-HR-A2OH-06 Metastatic SKCM -TCGA-HR-A5NC-01 Primary Solid Tumor SKCM -TCGA-HS-A5N7-01 Primary Solid Tumor SARC -TCGA-HS-A5N8-01 Primary Solid Tumor SARC -TCGA-HS-A5N9-01 Primary Solid Tumor SARC -TCGA-HS-A5NA-01 Primary Solid Tumor SARC -TCGA-HT-7467-01 Primary Solid Tumor LGG -TCGA-HT-7468-01 Primary Solid Tumor LGG -TCGA-HT-7469-01 Primary Solid Tumor LGG -TCGA-HT-7470-01 Primary Solid Tumor LGG -TCGA-HT-7471-01 Primary Solid Tumor LGG -TCGA-HT-7472-01 Primary Solid Tumor LGG -TCGA-HT-7473-01 Primary Solid Tumor LGG -TCGA-HT-7474-01 Primary Solid Tumor LGG -TCGA-HT-7475-01 Primary Solid Tumor LGG -TCGA-HT-7476-01 Primary Solid Tumor LGG -TCGA-HT-7477-01 Primary Solid Tumor LGG -TCGA-HT-7478-01 Primary Solid Tumor LGG -TCGA-HT-7479-01 Primary Solid Tumor LGG -TCGA-HT-7480-01 Primary Solid Tumor LGG -TCGA-HT-7481-01 Primary Solid Tumor LGG -TCGA-HT-7482-01 Primary Solid Tumor LGG -TCGA-HT-7483-01 Primary Solid Tumor LGG -TCGA-HT-7485-01 Primary Solid Tumor LGG -TCGA-HT-7601-01 Primary Solid Tumor LGG -TCGA-HT-7602-01 Primary Solid Tumor LGG -TCGA-HT-7603-01 Primary Solid Tumor LGG -TCGA-HT-7604-01 Primary Solid Tumor LGG -TCGA-HT-7605-01 Primary Solid Tumor LGG -TCGA-HT-7606-01 Primary Solid Tumor LGG -TCGA-HT-7607-01 Primary Solid Tumor LGG -TCGA-HT-7608-01 Primary Solid Tumor LGG -TCGA-HT-7609-01 Primary Solid Tumor LGG -TCGA-HT-7610-01 Primary Solid Tumor LGG -TCGA-HT-7611-01 Primary Solid Tumor LGG -TCGA-HT-7616-01 Primary Solid Tumor LGG -TCGA-HT-7620-01 Primary Solid Tumor LGG -TCGA-HT-7676-01 Primary Solid Tumor LGG -TCGA-HT-7677-01 Primary Solid Tumor LGG -TCGA-HT-7680-01 Primary Solid Tumor LGG -TCGA-HT-7681-01 Primary Solid Tumor LGG -TCGA-HT-7684-01 Primary Solid Tumor LGG -TCGA-HT-7686-01 Primary Solid Tumor LGG -TCGA-HT-7687-01 Primary Solid Tumor LGG -TCGA-HT-7688-01 Primary Solid Tumor LGG -TCGA-HT-7689-01 Primary Solid Tumor LGG -TCGA-HT-7690-01 Primary Solid Tumor LGG -TCGA-HT-7691-01 Primary Solid Tumor LGG -TCGA-HT-7692-01 Primary Solid Tumor LGG -TCGA-HT-7693-01 Primary Solid Tumor LGG -TCGA-HT-7694-01 Primary Solid Tumor LGG -TCGA-HT-7695-01 Primary Solid Tumor LGG -TCGA-HT-7854-01 Primary Solid Tumor LGG -TCGA-HT-7855-01 Primary Solid Tumor LGG -TCGA-HT-7856-01 Primary Solid Tumor LGG -TCGA-HT-7857-01 Primary Solid Tumor LGG -TCGA-HT-7858-01 Primary Solid Tumor LGG -TCGA-HT-7860-01 Primary Solid Tumor LGG -TCGA-HT-7873-01 Primary Solid Tumor LGG -TCGA-HT-7874-01 Primary Solid Tumor LGG -TCGA-HT-7875-01 Primary Solid Tumor LGG -TCGA-HT-7877-01 Primary Solid Tumor LGG -TCGA-HT-7879-01 Primary Solid Tumor LGG -TCGA-HT-7880-01 Primary Solid Tumor LGG -TCGA-HT-7881-01 Primary Solid Tumor LGG -TCGA-HT-7882-01 Primary Solid Tumor LGG -TCGA-HT-7884-01 Primary Solid Tumor LGG -TCGA-HT-7902-01 Primary Solid Tumor LGG -TCGA-HT-8010-01 Primary Solid Tumor LGG -TCGA-HT-8011-01 Primary Solid Tumor LGG -TCGA-HT-8012-01 Primary Solid Tumor LGG -TCGA-HT-8013-01 Primary Solid Tumor LGG -TCGA-HT-8015-01 Primary Solid Tumor LGG -TCGA-HT-8018-01 Primary Solid Tumor LGG -TCGA-HT-8019-01 Primary Solid Tumor LGG -TCGA-HT-8104-01 Primary Solid Tumor LGG -TCGA-HT-8105-01 Primary Solid Tumor LGG -TCGA-HT-8106-01 Primary Solid Tumor LGG -TCGA-HT-8107-01 Primary Solid Tumor LGG -TCGA-HT-8108-01 Primary Solid Tumor LGG -TCGA-HT-8109-01 Primary Solid Tumor LGG -TCGA-HT-8110-01 Primary Solid Tumor LGG -TCGA-HT-8111-01 Primary Solid Tumor LGG -TCGA-HT-8113-01 Primary Solid Tumor LGG -TCGA-HT-8114-01 Primary Solid Tumor LGG -TCGA-HT-8558-01 Primary Solid Tumor LGG -TCGA-HT-8563-01 Primary Solid Tumor LGG -TCGA-HT-8564-01 Primary Solid Tumor LGG -TCGA-HT-A4DS-01 Primary Solid Tumor LGG -TCGA-HT-A4DV-01 Primary Solid Tumor LGG -TCGA-HT-A5R5-01 Primary Solid Tumor LGG -TCGA-HT-A5R7-01 Primary Solid Tumor LGG -TCGA-HT-A5R9-01 Primary Solid Tumor LGG -TCGA-HT-A5RA-01 Primary Solid Tumor LGG -TCGA-HT-A5RB-01 Primary Solid Tumor LGG -TCGA-HT-A5RC-01 Primary Solid Tumor LGG -TCGA-HT-A614-01 Primary Solid Tumor LGG -TCGA-HT-A615-01 Primary Solid Tumor LGG -TCGA-HT-A616-01 Primary Solid Tumor LGG -TCGA-HT-A617-01 Primary Solid Tumor LGG -TCGA-HT-A618-01 Primary Solid Tumor LGG -TCGA-HT-A619-01 Primary Solid Tumor LGG -TCGA-HT-A61A-01 Primary Solid Tumor LGG -TCGA-HT-A61B-01 Primary Solid Tumor LGG -TCGA-HT-A61C-01 Primary Solid Tumor LGG -TCGA-HT-A74H-01 Primary Solid Tumor LGG -TCGA-HT-A74J-01 Primary Solid Tumor LGG -TCGA-HT-A74K-01 Primary Solid Tumor LGG -TCGA-HT-A74L-01 Primary Solid Tumor LGG -TCGA-HT-A74O-01 Primary Solid Tumor LGG -TCGA-HU-8238-01 Primary Solid Tumor STAD -TCGA-HU-8238-11 Solid Tissue Normal STAD -TCGA-HU-8243-01 Primary Solid Tumor STAD -TCGA-HU-8244-01 Primary Solid Tumor STAD -TCGA-HU-8249-01 Primary Solid Tumor STAD -TCGA-HU-8602-01 Primary Solid Tumor STAD -TCGA-HU-8604-01 Primary Solid Tumor STAD -TCGA-HU-8608-01 Primary Solid Tumor STAD -TCGA-HU-8610-01 Primary Solid Tumor STAD -TCGA-HU-A4G2-01 Primary Solid Tumor STAD -TCGA-HU-A4G3-01 Primary Solid Tumor STAD -TCGA-HU-A4G3-11 Solid Tissue Normal STAD -TCGA-HU-A4G6-01 Primary Solid Tumor STAD -TCGA-HU-A4G8-01 Primary Solid Tumor STAD -TCGA-HU-A4G9-01 Primary Solid Tumor STAD -TCGA-HU-A4GC-01 Primary Solid Tumor STAD -TCGA-HU-A4GC-11 Solid Tissue Normal STAD -TCGA-HU-A4GD-01 Primary Solid Tumor STAD -TCGA-HU-A4GF-01 Primary Solid Tumor STAD -TCGA-HU-A4GH-01 Primary Solid Tumor STAD -TCGA-HU-A4GH-11 Solid Tissue Normal STAD -TCGA-HU-A4GJ-01 Primary Solid Tumor STAD -TCGA-HU-A4GN-01 Primary Solid Tumor STAD -TCGA-HU-A4GN-11 Solid Tissue Normal STAD -TCGA-HU-A4GP-01 Primary Solid Tumor STAD -TCGA-HU-A4GP-11 Solid Tissue Normal STAD -TCGA-HU-A4GQ-01 Primary Solid Tumor STAD -TCGA-HU-A4GT-01 Primary Solid Tumor STAD -TCGA-HU-A4GU-01 Primary Solid Tumor STAD -TCGA-HU-A4GX-01 Primary Solid Tumor STAD -TCGA-HU-A4GY-01 Primary Solid Tumor STAD -TCGA-HU-A4GY-11 Solid Tissue Normal STAD -TCGA-HU-A4H0-01 Primary Solid Tumor STAD -TCGA-HU-A4H2-01 Primary Solid Tumor STAD -TCGA-HU-A4H3-01 Primary Solid Tumor STAD -TCGA-HU-A4H4-01 Primary Solid Tumor STAD -TCGA-HU-A4H5-01 Primary Solid Tumor STAD -TCGA-HU-A4H6-01 Primary Solid Tumor STAD -TCGA-HU-A4H8-01 Primary Solid Tumor STAD -TCGA-HU-A4HB-01 Primary Solid Tumor STAD -TCGA-HU-A4HB-11 Solid Tissue Normal STAD -TCGA-HU-A4HD-01 Primary Solid Tumor STAD -TCGA-HV-A5A3-01 Primary Solid Tumor PAAD -TCGA-HV-A5A3-11 Solid Tissue Normal PAAD -TCGA-HV-A5A4-01 Primary Solid Tumor PAAD -TCGA-HV-A5A5-01 Primary Solid Tumor PAAD -TCGA-HV-A5A6-01 Primary Solid Tumor PAAD -TCGA-HV-A7OL-01 Primary Solid Tumor PAAD -TCGA-HV-A7OP-01 Primary Solid Tumor PAAD -TCGA-HV-AA8V-01 Primary Solid Tumor PAAD -TCGA-HV-AA8X-01 Primary Solid Tumor PAAD -TCGA-HW-7486-01 Primary Solid Tumor LGG -TCGA-HW-7487-01 Primary Solid Tumor LGG -TCGA-HW-7489-01 Primary Solid Tumor LGG -TCGA-HW-7490-01 Primary Solid Tumor LGG -TCGA-HW-7491-01 Primary Solid Tumor LGG -TCGA-HW-7493-01 Primary Solid Tumor LGG -TCGA-HW-7495-01 Primary Solid Tumor LGG -TCGA-HW-8319-01 Primary Solid Tumor LGG -TCGA-HW-8320-01 Primary Solid Tumor LGG -TCGA-HW-8321-01 Primary Solid Tumor LGG -TCGA-HW-8322-01 Primary Solid Tumor LGG -TCGA-HW-A5KJ-01 Primary Solid Tumor LGG -TCGA-HW-A5KK-01 Primary Solid Tumor LGG -TCGA-HW-A5KL-01 Primary Solid Tumor LGG -TCGA-HW-A5KM-01 Primary Solid Tumor LGG -TCGA-HZ-7289-01 Primary Solid Tumor PAAD -TCGA-HZ-7918-01 Primary Solid Tumor PAAD -TCGA-HZ-7919-01 Primary Solid Tumor PAAD -TCGA-HZ-7920-01 Primary Solid Tumor PAAD -TCGA-HZ-7922-01 Primary Solid Tumor PAAD -TCGA-HZ-7923-01 Primary Solid Tumor PAAD -TCGA-HZ-7924-01 Primary Solid Tumor PAAD -TCGA-HZ-7925-01 Primary Solid Tumor PAAD -TCGA-HZ-7926-01 Primary Solid Tumor PAAD -TCGA-HZ-8001-01 Primary Solid Tumor PAAD -TCGA-HZ-8002-01 Primary Solid Tumor PAAD -TCGA-HZ-8003-01 Primary Solid Tumor PAAD -TCGA-HZ-8005-01 Primary Solid Tumor PAAD -TCGA-HZ-8315-01 Primary Solid Tumor PAAD -TCGA-HZ-8317-01 Primary Solid Tumor PAAD -TCGA-HZ-8519-01 Primary Solid Tumor PAAD -TCGA-HZ-8636-01 Primary Solid Tumor PAAD -TCGA-HZ-8637-01 Primary Solid Tumor PAAD -TCGA-HZ-8638-01 Primary Solid Tumor PAAD -TCGA-HZ-A49G-01 Primary Solid Tumor PAAD -TCGA-HZ-A49H-01 Primary Solid Tumor PAAD -TCGA-HZ-A49I-01 Primary Solid Tumor PAAD -TCGA-HZ-A4BH-01 Primary Solid Tumor PAAD -TCGA-HZ-A4BK-01 Primary Solid Tumor PAAD -TCGA-HZ-A77O-01 Primary Solid Tumor PAAD -TCGA-HZ-A77P-01 Primary Solid Tumor PAAD -TCGA-HZ-A77Q-01 Primary Solid Tumor PAAD -TCGA-HZ-A8P0-01 Primary Solid Tumor PAAD -TCGA-HZ-A8P1-01 Primary Solid Tumor PAAD -TCGA-HZ-A9TJ-01 Primary Solid Tumor PAAD -TCGA-HZ-A9TJ-06 Metastatic PAAD -TCGA-IA-A40U-01 Primary Solid Tumor KIRP -TCGA-IA-A40X-01 Primary Solid Tumor KIRP -TCGA-IA-A40Y-01 Primary Solid Tumor KIRP -TCGA-IA-A83S-01 Primary Solid Tumor KIRP -TCGA-IA-A83T-01 Primary Solid Tumor KIRP -TCGA-IA-A83V-01 Primary Solid Tumor KIRP -TCGA-IA-A83W-01 Primary Solid Tumor KIRP -TCGA-IB-7644-01 Primary Solid Tumor PAAD -TCGA-IB-7645-01 Primary Solid Tumor PAAD -TCGA-IB-7646-01 Primary Solid Tumor PAAD -TCGA-IB-7647-01 Primary Solid Tumor PAAD -TCGA-IB-7649-01 Primary Solid Tumor PAAD -TCGA-IB-7651-01 Primary Solid Tumor PAAD -TCGA-IB-7652-01 Primary Solid Tumor PAAD -TCGA-IB-7654-01 Primary Solid Tumor PAAD -TCGA-IB-7885-01 Primary Solid Tumor PAAD -TCGA-IB-7886-01 Primary Solid Tumor PAAD -TCGA-IB-7887-01 Primary Solid Tumor PAAD -TCGA-IB-7888-01 Primary Solid Tumor PAAD -TCGA-IB-7889-01 Primary Solid Tumor PAAD -TCGA-IB-7890-01 Primary Solid Tumor PAAD -TCGA-IB-7891-01 Primary Solid Tumor PAAD -TCGA-IB-7893-01 Primary Solid Tumor PAAD -TCGA-IB-7897-01 Primary Solid Tumor PAAD -TCGA-IB-8126-01 Primary Solid Tumor PAAD -TCGA-IB-8127-01 Primary Solid Tumor PAAD -TCGA-IB-A5SO-01 Primary Solid Tumor PAAD -TCGA-IB-A5SP-01 Primary Solid Tumor PAAD -TCGA-IB-A5SQ-01 Primary Solid Tumor PAAD -TCGA-IB-A5SS-01 Primary Solid Tumor PAAD -TCGA-IB-A5ST-01 Primary Solid Tumor PAAD -TCGA-IB-A6UF-01 Primary Solid Tumor PAAD -TCGA-IB-A6UG-01 Primary Solid Tumor PAAD -TCGA-IB-A7LX-01 Primary Solid Tumor PAAD -TCGA-IB-A7M4-01 Primary Solid Tumor PAAD -TCGA-IB-AAUM-01 Primary Solid Tumor PAAD -TCGA-IB-AAUN-01 Primary Solid Tumor PAAD -TCGA-IB-AAUO-01 Primary Solid Tumor PAAD -TCGA-IB-AAUP-01 Primary Solid Tumor PAAD -TCGA-IB-AAUQ-01 Primary Solid Tumor PAAD -TCGA-IB-AAUR-01 Primary Solid Tumor PAAD -TCGA-IB-AAUS-01 Primary Solid Tumor PAAD -TCGA-IB-AAUT-01 Primary Solid Tumor PAAD -TCGA-IB-AAUU-01 Primary Solid Tumor PAAD -TCGA-IB-AAUV-01 Primary Solid Tumor PAAD -TCGA-IB-AAUW-01 Primary Solid Tumor PAAD -TCGA-IC-A6RE-01 Primary Solid Tumor ESCA -TCGA-IC-A6RE-11 Solid Tissue Normal ESCA -TCGA-IC-A6RF-01 Primary Solid Tumor ESCA -TCGA-IC-A6RF-11 Solid Tissue Normal ESCA -TCGA-IE-A3OV-01 Primary Solid Tumor SARC -TCGA-IE-A4EH-01 Primary Solid Tumor SARC -TCGA-IE-A4EI-01 Primary Solid Tumor SARC -TCGA-IE-A4EJ-01 Primary Solid Tumor SARC -TCGA-IE-A4EK-01 Primary Solid Tumor SARC -TCGA-IE-A6BZ-01 Primary Solid Tumor SARC -TCGA-IF-A3RQ-01 Primary Solid Tumor SARC -TCGA-IF-A4AJ-01 Primary Solid Tumor SARC -TCGA-IF-A4AK-01 Primary Solid Tumor SARC -TCGA-IG-A3I8-01 Primary Solid Tumor ESCA -TCGA-IG-A3I8-11 Solid Tissue Normal ESCA -TCGA-IG-A3QL-01 Primary Solid Tumor ESCA -TCGA-IG-A3Y9-01 Primary Solid Tumor ESCA -TCGA-IG-A3YA-01 Primary Solid Tumor ESCA -TCGA-IG-A3YB-01 Primary Solid Tumor ESCA -TCGA-IG-A3YC-01 Primary Solid Tumor ESCA -TCGA-IG-A4P3-01 Primary Solid Tumor ESCA -TCGA-IG-A4QS-01 Primary Solid Tumor ESCA -TCGA-IG-A4QT-01 Primary Solid Tumor ESCA -TCGA-IG-A50L-01 Primary Solid Tumor ESCA -TCGA-IG-A51D-01 Primary Solid Tumor ESCA -TCGA-IG-A5B8-01 Primary Solid Tumor ESCA -TCGA-IG-A5S3-01 Primary Solid Tumor ESCA -TCGA-IG-A625-01 Primary Solid Tumor ESCA -TCGA-IG-A6QS-01 Primary Solid Tumor ESCA -TCGA-IG-A7DP-01 Primary Solid Tumor ESCA -TCGA-IG-A8O2-01 Primary Solid Tumor ESCA -TCGA-IG-A97H-01 Primary Solid Tumor ESCA -TCGA-IG-A97I-01 Primary Solid Tumor ESCA -TCGA-IH-A3EA-01 Primary Solid Tumor SKCM -TCGA-IK-7675-01 Primary Solid Tumor LGG -TCGA-IK-8125-01 Primary Solid Tumor LGG -TCGA-IM-A3EB-01 Primary Solid Tumor THCA -TCGA-IM-A3ED-01 Primary Solid Tumor THCA -TCGA-IM-A3U2-01 Primary Solid Tumor THCA -TCGA-IM-A3U3-01 Primary Solid Tumor THCA -TCGA-IM-A41Y-01 Primary Solid Tumor THCA -TCGA-IM-A41Z-01 Primary Solid Tumor THCA -TCGA-IM-A420-01 Primary Solid Tumor THCA -TCGA-IM-A4EB-01 Primary Solid Tumor THCA -TCGA-IN-7806-01 Primary Solid Tumor STAD -TCGA-IN-7806-11 Solid Tissue Normal STAD -TCGA-IN-7808-01 Primary Solid Tumor STAD -TCGA-IN-8462-01 Primary Solid Tumor STAD -TCGA-IN-8462-11 Solid Tissue Normal STAD -TCGA-IN-8663-01 Primary Solid Tumor STAD -TCGA-IN-8663-11 Solid Tissue Normal STAD -TCGA-IN-A6RI-01 Primary Solid Tumor STAD -TCGA-IN-A6RJ-01 Primary Solid Tumor STAD -TCGA-IN-A6RL-01 Primary Solid Tumor STAD -TCGA-IN-A6RN-01 Primary Solid Tumor STAD -TCGA-IN-A6RO-01 Primary Solid Tumor STAD -TCGA-IN-A6RR-01 Primary Solid Tumor STAD -TCGA-IN-A6RS-01 Primary Solid Tumor STAD -TCGA-IN-A7NR-01 Primary Solid Tumor STAD -TCGA-IN-A7NT-01 Primary Solid Tumor STAD -TCGA-IN-A7NU-01 Primary Solid Tumor STAD -TCGA-IN-AB1V-01 Primary Solid Tumor STAD -TCGA-IN-AB1V-11 Solid Tissue Normal STAD -TCGA-IN-AB1X-01 Primary Solid Tumor STAD -TCGA-IN-AB1X-11 Solid Tissue Normal STAD -TCGA-IP-7968-01 Primary Solid Tumor STAD -TCGA-IP-7968-11 Solid Tissue Normal STAD -TCGA-IQ-7630-01 Primary Solid Tumor HNSC -TCGA-IQ-7631-01 Primary Solid Tumor HNSC -TCGA-IQ-7632-01 Primary Solid Tumor HNSC -TCGA-IQ-A61E-01 Primary Solid Tumor HNSC -TCGA-IQ-A61G-01 Primary Solid Tumor HNSC -TCGA-IQ-A61H-01 Primary Solid Tumor HNSC -TCGA-IQ-A61I-01 Primary Solid Tumor HNSC -TCGA-IQ-A61J-01 Primary Solid Tumor HNSC -TCGA-IQ-A61O-01 Primary Solid Tumor HNSC -TCGA-IQ-A6SG-01 Primary Solid Tumor HNSC -TCGA-IQ-A6SH-01 Primary Solid Tumor HNSC -TCGA-IR-A3L7-01 Primary Solid Tumor CESC -TCGA-IR-A3LA-01 Primary Solid Tumor CESC -TCGA-IR-A3LB-01 Primary Solid Tumor CESC -TCGA-IR-A3LC-01 Primary Solid Tumor CESC -TCGA-IR-A3LF-01 Primary Solid Tumor CESC -TCGA-IR-A3LH-01 Primary Solid Tumor CESC -TCGA-IR-A3LI-01 Primary Solid Tumor CESC -TCGA-IR-A3LK-01 Primary Solid Tumor CESC -TCGA-IR-A3LL-01 Primary Solid Tumor CESC -TCGA-IS-A3K6-01 Primary Solid Tumor SARC -TCGA-IS-A3K7-01 Primary Solid Tumor SARC -TCGA-IS-A3K8-01 Primary Solid Tumor SARC -TCGA-IS-A3KA-01 Primary Solid Tumor SARC -TCGA-IW-A3M4-01 Primary Solid Tumor SARC -TCGA-IW-A3M5-01 Primary Solid Tumor SARC -TCGA-IW-A3M6-01 Primary Solid Tumor SARC -TCGA-IZ-8195-01 Primary Solid Tumor KIRP -TCGA-IZ-8196-01 Primary Solid Tumor KIRP -TCGA-IZ-A6M8-01 Primary Solid Tumor KIRP -TCGA-IZ-A6M9-01 Primary Solid Tumor KIRP -TCGA-J1-A4AH-01 Primary Solid Tumor LUSC -TCGA-J2-8192-01 Primary Solid Tumor LUAD -TCGA-J2-8194-01 Primary Solid Tumor LUAD -TCGA-J2-A4AD-01 Primary Solid Tumor LUAD -TCGA-J2-A4AE-01 Primary Solid Tumor LUAD -TCGA-J2-A4AG-01 Primary Solid Tumor LUAD -TCGA-J4-8198-01 Primary Solid Tumor PRAD -TCGA-J4-8200-01 Primary Solid Tumor PRAD -TCGA-J4-A67K-01 Primary Solid Tumor PRAD -TCGA-J4-A67L-01 Primary Solid Tumor PRAD -TCGA-J4-A67M-01 Primary Solid Tumor PRAD -TCGA-J4-A67N-01 Primary Solid Tumor PRAD -TCGA-J4-A67O-01 Primary Solid Tumor PRAD -TCGA-J4-A67Q-01 Primary Solid Tumor PRAD -TCGA-J4-A67R-01 Primary Solid Tumor PRAD -TCGA-J4-A67S-01 Primary Solid Tumor PRAD -TCGA-J4-A67T-01 Primary Solid Tumor PRAD -TCGA-J4-A6G1-01 Primary Solid Tumor PRAD -TCGA-J4-A6G3-01 Primary Solid Tumor PRAD -TCGA-J4-A6M7-01 Primary Solid Tumor PRAD -TCGA-J4-A83I-01 Primary Solid Tumor PRAD -TCGA-J4-A83J-01 Primary Solid Tumor PRAD -TCGA-J4-A83J-11 Solid Tissue Normal PRAD -TCGA-J4-A83K-01 Primary Solid Tumor PRAD -TCGA-J4-A83L-01 Primary Solid Tumor PRAD -TCGA-J4-A83M-01 Primary Solid Tumor PRAD -TCGA-J4-A83N-01 Primary Solid Tumor PRAD -TCGA-J4-AATV-01 Primary Solid Tumor PRAD -TCGA-J4-AATZ-01 Primary Solid Tumor PRAD -TCGA-J4-AAU2-01 Primary Solid Tumor PRAD -TCGA-J7-6720-01 Primary Solid Tumor KIRP -TCGA-J7-8537-01 Primary Solid Tumor KIRP -TCGA-J7-A8I2-01 Primary Solid Tumor KIRP -TCGA-J8-A3NZ-01 Primary Solid Tumor THCA -TCGA-J8-A3O0-01 Primary Solid Tumor THCA -TCGA-J8-A3O1-01 Primary Solid Tumor THCA -TCGA-J8-A3O2-01 Primary Solid Tumor THCA -TCGA-J8-A3O2-06 Metastatic THCA -TCGA-J8-A3YD-01 Primary Solid Tumor THCA -TCGA-J8-A3YE-01 Primary Solid Tumor THCA -TCGA-J8-A3YF-01 Primary Solid Tumor THCA -TCGA-J8-A3YG-01 Primary Solid Tumor THCA -TCGA-J8-A3YH-01 Primary Solid Tumor THCA -TCGA-J8-A3YH-06 Metastatic THCA -TCGA-J8-A42S-01 Primary Solid Tumor THCA -TCGA-J8-A4HW-01 Primary Solid Tumor THCA -TCGA-J8-A4HW-06 Metastatic THCA -TCGA-J8-A4HY-01 Primary Solid Tumor THCA -TCGA-J9-A52B-01 Primary Solid Tumor PRAD -TCGA-J9-A52C-01 Primary Solid Tumor PRAD -TCGA-J9-A52D-01 Primary Solid Tumor PRAD -TCGA-J9-A52E-01 Primary Solid Tumor PRAD -TCGA-J9-A8CK-01 Primary Solid Tumor PRAD -TCGA-J9-A8CL-01 Primary Solid Tumor PRAD -TCGA-J9-A8CM-01 Primary Solid Tumor PRAD -TCGA-J9-A8CN-01 Primary Solid Tumor PRAD -TCGA-J9-A8CP-01 Primary Solid Tumor PRAD -TCGA-JL-A3YW-01 Primary Solid Tumor BRCA -TCGA-JL-A3YX-01 Primary Solid Tumor BRCA -TCGA-JU-AAVI-01 Primary Solid Tumor UCEC -TCGA-JV-A5VE-01 Primary Solid Tumor SARC -TCGA-JV-A5VF-01 Primary Solid Tumor SARC -TCGA-JV-A75J-01 Primary Solid Tumor SARC -TCGA-JW-A5VG-01 Primary Solid Tumor CESC -TCGA-JW-A5VH-01 Primary Solid Tumor CESC -TCGA-JW-A5VI-01 Primary Solid Tumor CESC -TCGA-JW-A5VJ-01 Primary Solid Tumor CESC -TCGA-JW-A5VK-01 Primary Solid Tumor CESC -TCGA-JW-A5VL-01 Primary Solid Tumor CESC -TCGA-JW-A69B-01 Primary Solid Tumor CESC -TCGA-JW-A852-01 Primary Solid Tumor CESC -TCGA-JW-AAVH-01 Primary Solid Tumor CESC -TCGA-JX-A3PZ-01 Primary Solid Tumor CESC -TCGA-JX-A3Q0-01 Primary Solid Tumor CESC -TCGA-JX-A3Q8-01 Primary Solid Tumor CESC -TCGA-JX-A5QV-01 Primary Solid Tumor CESC -TCGA-JY-A6F8-01 Primary Solid Tumor ESCA -TCGA-JY-A6FA-01 Primary Solid Tumor ESCA -TCGA-JY-A6FB-01 Primary Solid Tumor ESCA -TCGA-JY-A6FD-01 Primary Solid Tumor ESCA -TCGA-JY-A6FE-01 Primary Solid Tumor ESCA -TCGA-JY-A6FG-01 Primary Solid Tumor ESCA -TCGA-JY-A6FH-01 Primary Solid Tumor ESCA -TCGA-JY-A938-01 Primary Solid Tumor ESCA -TCGA-JY-A939-01 Primary Solid Tumor ESCA -TCGA-JY-A93C-01 Primary Solid Tumor ESCA -TCGA-JY-A93D-01 Primary Solid Tumor ESCA -TCGA-JY-A93E-01 Primary Solid Tumor ESCA -TCGA-JY-A93F-01 Primary Solid Tumor ESCA -TCGA-K1-A3PN-01 Primary Solid Tumor SARC -TCGA-K1-A3PN-02 Recurrent Solid Tumor SARC -TCGA-K1-A3PO-01 Primary Solid Tumor SARC -TCGA-K1-A3PO-11 Solid Tissue Normal SARC -TCGA-K1-A42W-01 Primary Solid Tumor SARC -TCGA-K1-A42X-01 Primary Solid Tumor SARC -TCGA-K1-A42X-02 Recurrent Solid Tumor SARC -TCGA-K1-A6RT-01 Primary Solid Tumor SARC -TCGA-K1-A6RU-01 Primary Solid Tumor SARC -TCGA-K1-A6RV-01 Primary Solid Tumor SARC -TCGA-K4-A3WS-01 Primary Solid Tumor BLCA -TCGA-K4-A3WU-01 Primary Solid Tumor BLCA -TCGA-K4-A3WV-01 Primary Solid Tumor BLCA -TCGA-K4-A3WV-11 Solid Tissue Normal BLCA -TCGA-K4-A4AB-01 Primary Solid Tumor BLCA -TCGA-K4-A4AC-01 Primary Solid Tumor BLCA -TCGA-K4-A54R-01 Primary Solid Tumor BLCA -TCGA-K4-A54R-11 Solid Tissue Normal BLCA -TCGA-K4-A5RH-01 Primary Solid Tumor BLCA -TCGA-K4-A5RI-01 Primary Solid Tumor BLCA -TCGA-K4-A5RI-11 Solid Tissue Normal BLCA -TCGA-K4-A5RJ-01 Primary Solid Tumor BLCA -TCGA-K4-A6FZ-01 Primary Solid Tumor BLCA -TCGA-K4-A6MB-01 Primary Solid Tumor BLCA -TCGA-K4-A83P-01 Primary Solid Tumor BLCA -TCGA-K4-AAQO-01 Primary Solid Tumor BLCA -TCGA-K6-A3WQ-01 Primary Solid Tumor UCEC -TCGA-K7-A5RF-01 Primary Solid Tumor LIHC -TCGA-K7-A5RG-01 Primary Solid Tumor LIHC -TCGA-K7-A6G5-01 Primary Solid Tumor LIHC -TCGA-K7-AAU7-01 Primary Solid Tumor LIHC -TCGA-KB-A6F7-01 Primary Solid Tumor STAD -TCGA-KB-A93G-01 Primary Solid Tumor STAD -TCGA-KB-A93H-01 Primary Solid Tumor STAD -TCGA-KB-A93J-01 Primary Solid Tumor STAD -TCGA-KC-A4BL-01 Primary Solid Tumor PRAD -TCGA-KC-A4BN-01 Primary Solid Tumor PRAD -TCGA-KC-A4BR-01 Primary Solid Tumor PRAD -TCGA-KC-A4BV-01 Primary Solid Tumor PRAD -TCGA-KC-A7F3-01 Primary Solid Tumor PRAD -TCGA-KC-A7F5-01 Primary Solid Tumor PRAD -TCGA-KC-A7F6-01 Primary Solid Tumor PRAD -TCGA-KC-A7FA-01 Primary Solid Tumor PRAD -TCGA-KC-A7FD-01 Primary Solid Tumor PRAD -TCGA-KC-A7FE-01 Primary Solid Tumor PRAD -TCGA-KD-A5QS-01 Primary Solid Tumor SARC -TCGA-KD-A5QT-01 Primary Solid Tumor SARC -TCGA-KD-A5QU-01 Primary Solid Tumor SARC -TCGA-KF-A41W-01 Primary Solid Tumor SARC -TCGA-KH-A6WC-01 Primary Solid Tumor ESCA -TCGA-KJ-A3U4-01 Primary Solid Tumor UCEC -TCGA-KK-A59V-01 Primary Solid Tumor PRAD -TCGA-KK-A59X-01 Primary Solid Tumor PRAD -TCGA-KK-A59Y-01 Primary Solid Tumor PRAD -TCGA-KK-A59Z-01 Primary Solid Tumor PRAD -TCGA-KK-A5A1-01 Primary Solid Tumor PRAD -TCGA-KK-A6DY-01 Primary Solid Tumor PRAD -TCGA-KK-A6E0-01 Primary Solid Tumor PRAD -TCGA-KK-A6E1-01 Primary Solid Tumor PRAD -TCGA-KK-A6E2-01 Primary Solid Tumor PRAD -TCGA-KK-A6E3-01 Primary Solid Tumor PRAD -TCGA-KK-A6E4-01 Primary Solid Tumor PRAD -TCGA-KK-A6E5-01 Primary Solid Tumor PRAD -TCGA-KK-A6E6-01 Primary Solid Tumor PRAD -TCGA-KK-A6E7-01 Primary Solid Tumor PRAD -TCGA-KK-A6E8-01 Primary Solid Tumor PRAD -TCGA-KK-A7AP-01 Primary Solid Tumor PRAD -TCGA-KK-A7AQ-01 Primary Solid Tumor PRAD -TCGA-KK-A7AU-01 Primary Solid Tumor PRAD -TCGA-KK-A7AV-01 Primary Solid Tumor PRAD -TCGA-KK-A7AW-01 Primary Solid Tumor PRAD -TCGA-KK-A7AY-01 Primary Solid Tumor PRAD -TCGA-KK-A7AZ-01 Primary Solid Tumor PRAD -TCGA-KK-A7B0-01 Primary Solid Tumor PRAD -TCGA-KK-A7B1-01 Primary Solid Tumor PRAD -TCGA-KK-A7B2-01 Primary Solid Tumor PRAD -TCGA-KK-A7B3-01 Primary Solid Tumor PRAD -TCGA-KK-A7B4-01 Primary Solid Tumor PRAD -TCGA-KK-A8I4-01 Primary Solid Tumor PRAD -TCGA-KK-A8I5-01 Primary Solid Tumor PRAD -TCGA-KK-A8I6-01 Primary Solid Tumor PRAD -TCGA-KK-A8I7-01 Primary Solid Tumor PRAD -TCGA-KK-A8I8-01 Primary Solid Tumor PRAD -TCGA-KK-A8I9-01 Primary Solid Tumor PRAD -TCGA-KK-A8IA-01 Primary Solid Tumor PRAD -TCGA-KK-A8IB-01 Primary Solid Tumor PRAD -TCGA-KK-A8IC-01 Primary Solid Tumor PRAD -TCGA-KK-A8ID-01 Primary Solid Tumor PRAD -TCGA-KK-A8IF-01 Primary Solid Tumor PRAD -TCGA-KK-A8IG-01 Primary Solid Tumor PRAD -TCGA-KK-A8IH-01 Primary Solid Tumor PRAD -TCGA-KK-A8II-01 Primary Solid Tumor PRAD -TCGA-KK-A8IJ-01 Primary Solid Tumor PRAD -TCGA-KK-A8IK-01 Primary Solid Tumor PRAD -TCGA-KK-A8IL-01 Primary Solid Tumor PRAD -TCGA-KK-A8IM-01 Primary Solid Tumor PRAD -TCGA-KL-8323-01 Primary Solid Tumor KICH -TCGA-KL-8324-01 Primary Solid Tumor KICH -TCGA-KL-8324-11 Solid Tissue Normal KICH -TCGA-KL-8325-01 Primary Solid Tumor KICH -TCGA-KL-8326-01 Primary Solid Tumor KICH -TCGA-KL-8326-11 Solid Tissue Normal KICH -TCGA-KL-8327-01 Primary Solid Tumor KICH -TCGA-KL-8328-01 Primary Solid Tumor KICH -TCGA-KL-8329-01 Primary Solid Tumor KICH -TCGA-KL-8329-11 Solid Tissue Normal KICH -TCGA-KL-8330-01 Primary Solid Tumor KICH -TCGA-KL-8331-01 Primary Solid Tumor KICH -TCGA-KL-8332-01 Primary Solid Tumor KICH -TCGA-KL-8332-11 Solid Tissue Normal KICH -TCGA-KL-8333-01 Primary Solid Tumor KICH -TCGA-KL-8334-01 Primary Solid Tumor KICH -TCGA-KL-8335-01 Primary Solid Tumor KICH -TCGA-KL-8336-01 Primary Solid Tumor KICH -TCGA-KL-8336-11 Solid Tissue Normal KICH -TCGA-KL-8337-01 Primary Solid Tumor KICH -TCGA-KL-8338-01 Primary Solid Tumor KICH -TCGA-KL-8339-01 Primary Solid Tumor KICH -TCGA-KL-8339-11 Solid Tissue Normal KICH -TCGA-KL-8340-01 Primary Solid Tumor KICH -TCGA-KL-8341-01 Primary Solid Tumor KICH -TCGA-KL-8342-01 Primary Solid Tumor KICH -TCGA-KL-8343-01 Primary Solid Tumor KICH -TCGA-KL-8344-01 Primary Solid Tumor KICH -TCGA-KL-8345-01 Primary Solid Tumor KICH -TCGA-KL-8346-01 Primary Solid Tumor KICH -TCGA-KM-8438-01 Primary Solid Tumor KICH -TCGA-KM-8439-01 Primary Solid Tumor KICH -TCGA-KM-8440-01 Primary Solid Tumor KICH -TCGA-KM-8441-01 Primary Solid Tumor KICH -TCGA-KM-8442-01 Primary Solid Tumor KICH -TCGA-KM-8443-01 Primary Solid Tumor KICH -TCGA-KM-8476-01 Primary Solid Tumor KICH -TCGA-KM-8477-01 Primary Solid Tumor KICH -TCGA-KM-8639-01 Primary Solid Tumor KICH -TCGA-KN-8418-01 Primary Solid Tumor KICH -TCGA-KN-8419-01 Primary Solid Tumor KICH -TCGA-KN-8419-11 Solid Tissue Normal KICH -TCGA-KN-8421-01 Primary Solid Tumor KICH -TCGA-KN-8422-01 Primary Solid Tumor KICH -TCGA-KN-8422-11 Solid Tissue Normal KICH -TCGA-KN-8423-01 Primary Solid Tumor KICH -TCGA-KN-8423-11 Solid Tissue Normal KICH -TCGA-KN-8424-01 Primary Solid Tumor KICH -TCGA-KN-8424-11 Solid Tissue Normal KICH -TCGA-KN-8425-01 Primary Solid Tumor KICH -TCGA-KN-8425-11 Solid Tissue Normal KICH -TCGA-KN-8426-01 Primary Solid Tumor KICH -TCGA-KN-8426-11 Solid Tissue Normal KICH -TCGA-KN-8427-01 Primary Solid Tumor KICH -TCGA-KN-8427-11 Solid Tissue Normal KICH -TCGA-KN-8428-01 Primary Solid Tumor KICH -TCGA-KN-8428-11 Solid Tissue Normal KICH -TCGA-KN-8429-01 Primary Solid Tumor KICH -TCGA-KN-8429-11 Solid Tissue Normal KICH -TCGA-KN-8430-01 Primary Solid Tumor KICH -TCGA-KN-8430-11 Solid Tissue Normal KICH -TCGA-KN-8431-01 Primary Solid Tumor KICH -TCGA-KN-8431-11 Solid Tissue Normal KICH -TCGA-KN-8432-01 Primary Solid Tumor KICH -TCGA-KN-8432-11 Solid Tissue Normal KICH -TCGA-KN-8433-01 Primary Solid Tumor KICH -TCGA-KN-8433-11 Solid Tissue Normal KICH -TCGA-KN-8434-01 Primary Solid Tumor KICH -TCGA-KN-8434-11 Solid Tissue Normal KICH -TCGA-KN-8435-01 Primary Solid Tumor KICH -TCGA-KN-8435-11 Solid Tissue Normal KICH -TCGA-KN-8436-01 Primary Solid Tumor KICH -TCGA-KN-8436-11 Solid Tissue Normal KICH -TCGA-KN-8437-01 Primary Solid Tumor KICH -TCGA-KN-8437-11 Solid Tissue Normal KICH -TCGA-KO-8403-01 Primary Solid Tumor KICH -TCGA-KO-8403-11 Solid Tissue Normal KICH -TCGA-KO-8404-01 Primary Solid Tumor KICH -TCGA-KO-8405-01 Primary Solid Tumor KICH -TCGA-KO-8406-01 Primary Solid Tumor KICH -TCGA-KO-8407-01 Primary Solid Tumor KICH -TCGA-KO-8408-01 Primary Solid Tumor KICH -TCGA-KO-8409-01 Primary Solid Tumor KICH -TCGA-KO-8410-01 Primary Solid Tumor KICH -TCGA-KO-8411-01 Primary Solid Tumor KICH -TCGA-KO-8413-01 Primary Solid Tumor KICH -TCGA-KO-8414-01 Primary Solid Tumor KICH -TCGA-KO-8415-01 Primary Solid Tumor KICH -TCGA-KO-8415-11 Solid Tissue Normal KICH -TCGA-KO-8416-01 Primary Solid Tumor KICH -TCGA-KO-8417-01 Primary Solid Tumor KICH -TCGA-KP-A3VZ-01 Primary Solid Tumor UCEC -TCGA-KP-A3W0-01 Primary Solid Tumor UCEC -TCGA-KP-A3W1-01 Primary Solid Tumor UCEC -TCGA-KP-A3W3-01 Primary Solid Tumor UCEC -TCGA-KP-A3W4-01 Primary Solid Tumor UCEC -TCGA-KQ-A41N-01 Primary Solid Tumor BLCA -TCGA-KQ-A41O-01 Primary Solid Tumor BLCA -TCGA-KQ-A41P-01 Primary Solid Tumor BLCA -TCGA-KQ-A41Q-01 Primary Solid Tumor BLCA -TCGA-KQ-A41R-01 Primary Solid Tumor BLCA -TCGA-KQ-A41S-01 Primary Solid Tumor BLCA -TCGA-KR-A7K0-01 Primary Solid Tumor LIHC -TCGA-KR-A7K2-01 Primary Solid Tumor LIHC -TCGA-KR-A7K7-01 Primary Solid Tumor LIHC -TCGA-KR-A7K8-01 Primary Solid Tumor LIHC -TCGA-KS-A41F-01 Primary Solid Tumor THCA -TCGA-KS-A41I-01 Primary Solid Tumor THCA -TCGA-KS-A41I-11 Solid Tissue Normal THCA -TCGA-KS-A41J-01 Primary Solid Tumor THCA -TCGA-KS-A41J-11 Solid Tissue Normal THCA -TCGA-KS-A41L-01 Primary Solid Tumor THCA -TCGA-KS-A41L-11 Solid Tissue Normal THCA -TCGA-KS-A4I1-01 Primary Solid Tumor THCA -TCGA-KS-A4I3-01 Primary Solid Tumor THCA -TCGA-KS-A4I5-01 Primary Solid Tumor THCA -TCGA-KS-A4I7-01 Primary Solid Tumor THCA -TCGA-KS-A4I9-01 Primary Solid Tumor THCA -TCGA-KS-A4IB-01 Primary Solid Tumor THCA -TCGA-KS-A4IC-01 Primary Solid Tumor THCA -TCGA-KS-A4ID-01 Primary Solid Tumor THCA -TCGA-KT-A74X-01 Primary Solid Tumor LGG -TCGA-KT-A7W1-01 Primary Solid Tumor LGG -TCGA-KU-A66S-01 Primary Solid Tumor HNSC -TCGA-KU-A66T-01 Primary Solid Tumor HNSC -TCGA-KU-A6H7-01 Primary Solid Tumor HNSC -TCGA-KU-A6H7-06 Metastatic HNSC -TCGA-KU-A6H8-01 Primary Solid Tumor HNSC -TCGA-KV-A6GD-01 Primary Solid Tumor KIRP -TCGA-KV-A6GE-01 Primary Solid Tumor KIRP -TCGA-KV-A74V-01 Primary Solid Tumor KIRP -TCGA-L1-A7W4-01 Primary Solid Tumor PAAD -TCGA-L3-A4E7-01 Primary Solid Tumor LUSC -TCGA-L3-A524-01 Primary Solid Tumor LUSC -TCGA-L4-A4E5-01 Primary Solid Tumor LUAD -TCGA-L4-A4E6-01 Primary Solid Tumor LUAD -TCGA-L5-A43C-01 Primary Solid Tumor ESCA -TCGA-L5-A43C-11 Solid Tissue Normal ESCA -TCGA-L5-A43E-01 Primary Solid Tumor ESCA -TCGA-L5-A43H-01 Primary Solid Tumor ESCA -TCGA-L5-A43I-01 Primary Solid Tumor ESCA -TCGA-L5-A43J-01 Primary Solid Tumor ESCA -TCGA-L5-A43M-01 Primary Solid Tumor ESCA -TCGA-L5-A4OE-01 Primary Solid Tumor ESCA -TCGA-L5-A4OF-01 Primary Solid Tumor ESCA -TCGA-L5-A4OF-11 Solid Tissue Normal ESCA -TCGA-L5-A4OG-01 Primary Solid Tumor ESCA -TCGA-L5-A4OG-11 Solid Tissue Normal ESCA -TCGA-L5-A4OH-01 Primary Solid Tumor ESCA -TCGA-L5-A4OI-01 Primary Solid Tumor ESCA -TCGA-L5-A4OJ-01 Primary Solid Tumor ESCA -TCGA-L5-A4OJ-11 Solid Tissue Normal ESCA -TCGA-L5-A4OM-01 Primary Solid Tumor ESCA -TCGA-L5-A4OM-11 Solid Tissue Normal ESCA -TCGA-L5-A4ON-01 Primary Solid Tumor ESCA -TCGA-L5-A4OO-01 Primary Solid Tumor ESCA -TCGA-L5-A4OO-11 Solid Tissue Normal ESCA -TCGA-L5-A4OP-01 Primary Solid Tumor ESCA -TCGA-L5-A4OQ-01 Primary Solid Tumor ESCA -TCGA-L5-A4OQ-11 Solid Tissue Normal ESCA -TCGA-L5-A4OR-01 Primary Solid Tumor ESCA -TCGA-L5-A4OR-11 Solid Tissue Normal ESCA -TCGA-L5-A4OS-01 Primary Solid Tumor ESCA -TCGA-L5-A4OT-01 Primary Solid Tumor ESCA -TCGA-L5-A4OU-01 Primary Solid Tumor ESCA -TCGA-L5-A4OW-01 Primary Solid Tumor ESCA -TCGA-L5-A4OX-01 Primary Solid Tumor ESCA -TCGA-L5-A88S-01 Primary Solid Tumor ESCA -TCGA-L5-A88T-01 Primary Solid Tumor ESCA -TCGA-L5-A88V-01 Primary Solid Tumor ESCA -TCGA-L5-A88W-01 Primary Solid Tumor ESCA -TCGA-L5-A88Y-01 Primary Solid Tumor ESCA -TCGA-L5-A88Z-01 Primary Solid Tumor ESCA -TCGA-L5-A891-01 Primary Solid Tumor ESCA -TCGA-L5-A893-01 Primary Solid Tumor ESCA -TCGA-L5-A8NE-01 Primary Solid Tumor ESCA -TCGA-L5-A8NF-01 Primary Solid Tumor ESCA -TCGA-L5-A8NG-01 Primary Solid Tumor ESCA -TCGA-L5-A8NH-01 Primary Solid Tumor ESCA -TCGA-L5-A8NI-01 Primary Solid Tumor ESCA -TCGA-L5-A8NJ-01 Primary Solid Tumor ESCA -TCGA-L5-A8NK-01 Primary Solid Tumor ESCA -TCGA-L5-A8NL-01 Primary Solid Tumor ESCA -TCGA-L5-A8NM-01 Primary Solid Tumor ESCA -TCGA-L5-A8NN-01 Primary Solid Tumor ESCA -TCGA-L5-A8NQ-01 Primary Solid Tumor ESCA -TCGA-L5-A8NR-01 Primary Solid Tumor ESCA -TCGA-L5-A8NS-01 Primary Solid Tumor ESCA -TCGA-L5-A8NT-01 Primary Solid Tumor ESCA -TCGA-L5-A8NU-01 Primary Solid Tumor ESCA -TCGA-L5-A8NV-01 Primary Solid Tumor ESCA -TCGA-L5-A8NW-01 Primary Solid Tumor ESCA -TCGA-L6-A4EP-01 Primary Solid Tumor THCA -TCGA-L6-A4EQ-01 Primary Solid Tumor THCA -TCGA-L6-A4ET-01 Primary Solid Tumor THCA -TCGA-L6-A4EU-01 Primary Solid Tumor THCA -TCGA-L7-A56G-01 Primary Solid Tumor ESCA -TCGA-L7-A6VZ-01 Primary Solid Tumor ESCA -TCGA-L9-A443-01 Primary Solid Tumor LUAD -TCGA-L9-A444-01 Primary Solid Tumor LUAD -TCGA-L9-A50W-01 Primary Solid Tumor LUAD -TCGA-L9-A5IP-01 Primary Solid Tumor LUAD -TCGA-L9-A743-01 Primary Solid Tumor LUAD -TCGA-L9-A7SV-01 Primary Solid Tumor LUAD -TCGA-L9-A8F4-01 Primary Solid Tumor LUAD -TCGA-LA-A446-01 Primary Solid Tumor LUSC -TCGA-LA-A7SW-01 Primary Solid Tumor LUSC -TCGA-LB-A7SX-01 Primary Solid Tumor PAAD -TCGA-LB-A8F3-01 Primary Solid Tumor PAAD -TCGA-LB-A9Q5-01 Primary Solid Tumor PAAD -TCGA-LC-A66R-01 Primary Solid Tumor BLCA -TCGA-LD-A66U-01 Primary Solid Tumor BRCA -TCGA-LD-A74U-01 Primary Solid Tumor BRCA -TCGA-LD-A7W5-01 Primary Solid Tumor BRCA -TCGA-LD-A7W6-01 Primary Solid Tumor BRCA -TCGA-LD-A9QF-01 Primary Solid Tumor BRCA -TCGA-LG-A6GG-01 Primary Solid Tumor LIHC -TCGA-LG-A9QC-01 Primary Solid Tumor LIHC -TCGA-LG-A9QD-01 Primary Solid Tumor LIHC -TCGA-LH-A9QB-06 Metastatic SKCM -TCGA-LI-A67I-01 Primary Solid Tumor SARC -TCGA-LI-A9QH-01 Primary Solid Tumor SARC -TCGA-LK-A4NW-01 Primary Solid Tumor MESO -TCGA-LK-A4NY-01 Primary Solid Tumor MESO -TCGA-LK-A4NZ-01 Primary Solid Tumor MESO -TCGA-LK-A4O0-01 Primary Solid Tumor MESO -TCGA-LK-A4O2-01 Primary Solid Tumor MESO -TCGA-LK-A4O4-01 Primary Solid Tumor MESO -TCGA-LK-A4O5-01 Primary Solid Tumor MESO -TCGA-LK-A4O6-01 Primary Solid Tumor MESO -TCGA-LK-A4O7-01 Primary Solid Tumor MESO -TCGA-LL-A440-01 Primary Solid Tumor BRCA -TCGA-LL-A441-01 Primary Solid Tumor BRCA -TCGA-LL-A442-01 Primary Solid Tumor BRCA -TCGA-LL-A50Y-01 Primary Solid Tumor BRCA -TCGA-LL-A5YL-01 Primary Solid Tumor BRCA -TCGA-LL-A5YM-01 Primary Solid Tumor BRCA -TCGA-LL-A5YN-01 Primary Solid Tumor BRCA -TCGA-LL-A5YO-01 Primary Solid Tumor BRCA -TCGA-LL-A5YP-01 Primary Solid Tumor BRCA -TCGA-LL-A6FP-01 Primary Solid Tumor BRCA -TCGA-LL-A6FQ-01 Primary Solid Tumor BRCA -TCGA-LL-A6FR-01 Primary Solid Tumor BRCA -TCGA-LL-A73Y-01 Primary Solid Tumor BRCA -TCGA-LL-A73Z-01 Primary Solid Tumor BRCA -TCGA-LL-A740-01 Primary Solid Tumor BRCA -TCGA-LL-A7SZ-01 Primary Solid Tumor BRCA -TCGA-LL-A7T0-01 Primary Solid Tumor BRCA -TCGA-LL-A8F5-01 Primary Solid Tumor BRCA -TCGA-LL-A9Q3-01 Primary Solid Tumor BRCA -TCGA-LN-A49K-01 Primary Solid Tumor ESCA -TCGA-LN-A49L-01 Primary Solid Tumor ESCA -TCGA-LN-A49M-01 Primary Solid Tumor ESCA -TCGA-LN-A49N-01 Primary Solid Tumor ESCA -TCGA-LN-A49O-01 Primary Solid Tumor ESCA -TCGA-LN-A49P-01 Primary Solid Tumor ESCA -TCGA-LN-A49R-01 Primary Solid Tumor ESCA -TCGA-LN-A49S-01 Primary Solid Tumor ESCA -TCGA-LN-A49U-01 Primary Solid Tumor ESCA -TCGA-LN-A49V-01 Primary Solid Tumor ESCA -TCGA-LN-A49W-01 Primary Solid Tumor ESCA -TCGA-LN-A49X-01 Primary Solid Tumor ESCA -TCGA-LN-A49Y-01 Primary Solid Tumor ESCA -TCGA-LN-A4A1-01 Primary Solid Tumor ESCA -TCGA-LN-A4A2-01 Primary Solid Tumor ESCA -TCGA-LN-A4A3-01 Primary Solid Tumor ESCA -TCGA-LN-A4A4-01 Primary Solid Tumor ESCA -TCGA-LN-A4A5-01 Primary Solid Tumor ESCA -TCGA-LN-A4A6-01 Primary Solid Tumor ESCA -TCGA-LN-A4A8-01 Primary Solid Tumor ESCA -TCGA-LN-A4A9-01 Primary Solid Tumor ESCA -TCGA-LN-A4MQ-01 Primary Solid Tumor ESCA -TCGA-LN-A4MR-01 Primary Solid Tumor ESCA -TCGA-LN-A5U5-01 Primary Solid Tumor ESCA -TCGA-LN-A5U6-01 Primary Solid Tumor ESCA -TCGA-LN-A5U7-01 Primary Solid Tumor ESCA -TCGA-LN-A7HV-01 Primary Solid Tumor ESCA -TCGA-LN-A7HW-01 Primary Solid Tumor ESCA -TCGA-LN-A7HX-01 Primary Solid Tumor ESCA -TCGA-LN-A7HY-01 Primary Solid Tumor ESCA -TCGA-LN-A7HZ-01 Primary Solid Tumor ESCA -TCGA-LN-A8HZ-01 Primary Solid Tumor ESCA -TCGA-LN-A8I0-01 Primary Solid Tumor ESCA -TCGA-LN-A8I1-01 Primary Solid Tumor ESCA -TCGA-LN-A9FO-01 Primary Solid Tumor ESCA -TCGA-LN-A9FP-01 Primary Solid Tumor ESCA -TCGA-LN-A9FQ-01 Primary Solid Tumor ESCA -TCGA-LN-A9FR-01 Primary Solid Tumor ESCA -TCGA-LP-A4AU-01 Primary Solid Tumor CESC -TCGA-LP-A4AV-01 Primary Solid Tumor CESC -TCGA-LP-A4AW-01 Primary Solid Tumor CESC -TCGA-LP-A4AX-01 Primary Solid Tumor CESC -TCGA-LP-A5U2-01 Primary Solid Tumor CESC -TCGA-LP-A5U3-01 Primary Solid Tumor CESC -TCGA-LP-A7HU-01 Primary Solid Tumor CESC -TCGA-LQ-A4E4-01 Primary Solid Tumor BRCA -TCGA-LT-A5Z6-01 Primary Solid Tumor BLCA -TCGA-LT-A8JT-01 Primary Solid Tumor BLCA -TCGA-M7-A71Y-01 Primary Solid Tumor PRAD -TCGA-M7-A71Z-01 Primary Solid Tumor PRAD -TCGA-M7-A720-01 Primary Solid Tumor PRAD -TCGA-M7-A721-01 Primary Solid Tumor PRAD -TCGA-M7-A722-01 Primary Solid Tumor PRAD -TCGA-M7-A723-01 Primary Solid Tumor PRAD -TCGA-M7-A724-01 Primary Solid Tumor PRAD -TCGA-M7-A725-01 Primary Solid Tumor PRAD -TCGA-M8-A5N4-01 Primary Solid Tumor PAAD -TCGA-M9-A5M8-01 Primary Solid Tumor ESCA -TCGA-MA-AA3W-01 Primary Solid Tumor CESC -TCGA-MA-AA3X-01 Primary Solid Tumor CESC -TCGA-MA-AA3Y-01 Primary Solid Tumor CESC -TCGA-MA-AA3Z-01 Primary Solid Tumor CESC -TCGA-MA-AA41-01 Primary Solid Tumor CESC -TCGA-MA-AA42-01 Primary Solid Tumor CESC -TCGA-MA-AA43-01 Primary Solid Tumor CESC -TCGA-MB-A5Y8-01 Primary Solid Tumor SARC -TCGA-MB-A5Y9-01 Primary Solid Tumor SARC -TCGA-MB-A5YA-01 Primary Solid Tumor SARC -TCGA-MB-A8JK-01 Primary Solid Tumor SARC -TCGA-MB-A8JL-01 Primary Solid Tumor SARC -TCGA-MF-A522-01 Primary Solid Tumor LUSC -TCGA-MG-AAMC-01 Primary Solid Tumor PRAD -TCGA-MH-A55W-01 Primary Solid Tumor KIRP -TCGA-MH-A55Z-01 Primary Solid Tumor KIRP -TCGA-MH-A560-01 Primary Solid Tumor KIRP -TCGA-MH-A561-01 Primary Solid Tumor KIRP -TCGA-MH-A562-01 Primary Solid Tumor KIRP -TCGA-MH-A854-01 Primary Solid Tumor KIRP -TCGA-MH-A855-01 Primary Solid Tumor KIRP -TCGA-MH-A856-01 Primary Solid Tumor KIRP -TCGA-MH-A857-01 Primary Solid Tumor KIRP -TCGA-MI-A75C-01 Primary Solid Tumor LIHC -TCGA-MI-A75E-01 Primary Solid Tumor LIHC -TCGA-MI-A75G-01 Primary Solid Tumor LIHC -TCGA-MI-A75H-01 Primary Solid Tumor LIHC -TCGA-MI-A75I-01 Primary Solid Tumor LIHC -TCGA-MJ-A68H-01 Primary Solid Tumor SARC -TCGA-MJ-A68J-01 Primary Solid Tumor SARC -TCGA-MJ-A850-01 Primary Solid Tumor SARC -TCGA-MK-A4N6-01 Primary Solid Tumor THCA -TCGA-MK-A4N7-01 Primary Solid Tumor THCA -TCGA-MK-A4N9-01 Primary Solid Tumor THCA -TCGA-MK-A84Z-01 Primary Solid Tumor THCA -TCGA-MM-A563-01 Primary Solid Tumor KIRC -TCGA-MM-A564-01 Primary Solid Tumor KIRC -TCGA-MM-A84U-01 Primary Solid Tumor KIRC -TCGA-MN-A4N1-01 Primary Solid Tumor LUAD -TCGA-MN-A4N4-01 Primary Solid Tumor LUAD -TCGA-MN-A4N5-01 Primary Solid Tumor LUAD -TCGA-MO-A47P-01 Primary Solid Tumor SARC -TCGA-MO-A47R-01 Primary Solid Tumor SARC -TCGA-MP-A4SV-01 Primary Solid Tumor LUAD -TCGA-MP-A4SW-01 Primary Solid Tumor LUAD -TCGA-MP-A4SY-01 Primary Solid Tumor LUAD -TCGA-MP-A4T4-01 Primary Solid Tumor LUAD -TCGA-MP-A4T6-01 Primary Solid Tumor LUAD -TCGA-MP-A4T7-01 Primary Solid Tumor LUAD -TCGA-MP-A4T8-01 Primary Solid Tumor LUAD -TCGA-MP-A4T9-01 Primary Solid Tumor LUAD -TCGA-MP-A4TA-01 Primary Solid Tumor LUAD -TCGA-MP-A4TC-01 Primary Solid Tumor LUAD -TCGA-MP-A4TD-01 Primary Solid Tumor LUAD -TCGA-MP-A4TE-01 Primary Solid Tumor LUAD -TCGA-MP-A4TF-01 Primary Solid Tumor LUAD -TCGA-MP-A4TH-01 Primary Solid Tumor LUAD -TCGA-MP-A4TI-01 Primary Solid Tumor LUAD -TCGA-MP-A4TJ-01 Primary Solid Tumor LUAD -TCGA-MP-A4TK-01 Primary Solid Tumor LUAD -TCGA-MP-A5C7-01 Primary Solid Tumor LUAD -TCGA-MQ-A4KX-01 Primary Solid Tumor MESO -TCGA-MQ-A4LC-01 Primary Solid Tumor MESO -TCGA-MQ-A4LI-01 Primary Solid Tumor MESO -TCGA-MQ-A4LJ-01 Primary Solid Tumor MESO -TCGA-MQ-A4LM-01 Primary Solid Tumor MESO -TCGA-MQ-A4LP-01 Primary Solid Tumor MESO -TCGA-MQ-A4LV-01 Primary Solid Tumor MESO -TCGA-MQ-A6BL-01 Primary Solid Tumor MESO -TCGA-MQ-A6BN-01 Primary Solid Tumor MESO -TCGA-MQ-A6BQ-01 Primary Solid Tumor MESO -TCGA-MQ-A6BR-01 Primary Solid Tumor MESO -TCGA-MQ-A6BS-01 Primary Solid Tumor MESO -TCGA-MR-A520-01 Primary Solid Tumor LIHC -TCGA-MR-A8JO-01 Primary Solid Tumor LIHC -TCGA-MS-A51U-01 Primary Solid Tumor BRCA -TCGA-MT-A51W-01 Primary Solid Tumor HNSC -TCGA-MT-A51X-01 Primary Solid Tumor HNSC -TCGA-MT-A67A-01 Primary Solid Tumor HNSC -TCGA-MT-A67D-01 Primary Solid Tumor HNSC -TCGA-MT-A67F-01 Primary Solid Tumor HNSC -TCGA-MT-A7BN-01 Primary Solid Tumor HNSC -TCGA-MU-A51Y-01 Primary Solid Tumor CESC -TCGA-MU-A5YI-01 Primary Solid Tumor CESC -TCGA-MU-A8JM-01 Primary Solid Tumor CESC -TCGA-MV-A51V-01 Primary Solid Tumor BLCA -TCGA-MW-A4EC-01 Primary Solid Tumor KIRC -TCGA-MX-A5UG-01 Primary Solid Tumor STAD -TCGA-MX-A5UJ-01 Primary Solid Tumor STAD -TCGA-MX-A663-01 Primary Solid Tumor STAD -TCGA-MX-A666-01 Primary Solid Tumor STAD -TCGA-MY-A5BD-01 Primary Solid Tumor CESC -TCGA-MY-A5BE-01 Primary Solid Tumor CESC -TCGA-MY-A5BF-01 Primary Solid Tumor CESC -TCGA-MY-A5BF-11 Solid Tissue Normal CESC -TCGA-MY-A913-01 Primary Solid Tumor CESC -TCGA-MZ-A5BI-01 Primary Solid Tumor HNSC -TCGA-MZ-A6I9-01 Primary Solid Tumor HNSC -TCGA-MZ-A7D7-01 Primary Solid Tumor HNSC -TCGA-N1-A6IA-01 Primary Solid Tumor SARC -TCGA-N5-A4R8-01 Primary Solid Tumor UCS -TCGA-N5-A4RA-01 Primary Solid Tumor UCS -TCGA-N5-A4RD-01 Primary Solid Tumor UCS -TCGA-N5-A4RF-01 Primary Solid Tumor UCS -TCGA-N5-A4RJ-01 Primary Solid Tumor UCS -TCGA-N5-A4RM-01 Primary Solid Tumor UCS -TCGA-N5-A4RN-01 Primary Solid Tumor UCS -TCGA-N5-A4RO-01 Primary Solid Tumor UCS -TCGA-N5-A4RS-01 Primary Solid Tumor UCS -TCGA-N5-A4RT-01 Primary Solid Tumor UCS -TCGA-N5-A4RU-01 Primary Solid Tumor UCS -TCGA-N5-A4RV-01 Primary Solid Tumor UCS -TCGA-N5-A59E-01 Primary Solid Tumor UCS -TCGA-N5-A59F-01 Primary Solid Tumor UCS -TCGA-N6-A4V9-01 Primary Solid Tumor UCS -TCGA-N6-A4VC-01 Primary Solid Tumor UCS -TCGA-N6-A4VD-01 Primary Solid Tumor UCS -TCGA-N6-A4VE-01 Primary Solid Tumor UCS -TCGA-N6-A4VF-01 Primary Solid Tumor UCS -TCGA-N6-A4VG-01 Primary Solid Tumor UCS -TCGA-N7-A4Y0-01 Primary Solid Tumor UCS -TCGA-N7-A4Y5-01 Primary Solid Tumor UCS -TCGA-N7-A4Y8-01 Primary Solid Tumor UCS -TCGA-N7-A59B-01 Primary Solid Tumor UCS -TCGA-N8-A4PI-01 Primary Solid Tumor UCS -TCGA-N8-A4PL-01 Primary Solid Tumor UCS -TCGA-N8-A4PM-01 Primary Solid Tumor UCS -TCGA-N8-A4PN-01 Primary Solid Tumor UCS -TCGA-N8-A4PO-01 Primary Solid Tumor UCS -TCGA-N8-A4PP-01 Primary Solid Tumor UCS -TCGA-N8-A4PQ-01 Primary Solid Tumor UCS -TCGA-N8-A56S-01 Primary Solid Tumor UCS -TCGA-N9-A4PZ-01 Primary Solid Tumor UCS -TCGA-N9-A4Q1-01 Primary Solid Tumor UCS -TCGA-N9-A4Q3-01 Primary Solid Tumor UCS -TCGA-N9-A4Q4-01 Primary Solid Tumor UCS -TCGA-N9-A4Q7-01 Primary Solid Tumor UCS -TCGA-N9-A4Q8-01 Primary Solid Tumor UCS -TCGA-NA-A4QV-01 Primary Solid Tumor UCS -TCGA-NA-A4QW-01 Primary Solid Tumor UCS -TCGA-NA-A4QX-01 Primary Solid Tumor UCS -TCGA-NA-A4QY-01 Primary Solid Tumor UCS -TCGA-NA-A4R0-01 Primary Solid Tumor UCS -TCGA-NA-A4R1-01 Primary Solid Tumor UCS -TCGA-NA-A5I1-01 Primary Solid Tumor UCS -TCGA-NC-A5HD-01 Primary Solid Tumor LUSC -TCGA-NC-A5HE-01 Primary Solid Tumor LUSC -TCGA-NC-A5HF-01 Primary Solid Tumor LUSC -TCGA-NC-A5HG-01 Primary Solid Tumor LUSC -TCGA-NC-A5HH-01 Primary Solid Tumor LUSC -TCGA-NC-A5HI-01 Primary Solid Tumor LUSC -TCGA-NC-A5HJ-01 Primary Solid Tumor LUSC -TCGA-NC-A5HK-01 Primary Solid Tumor LUSC -TCGA-NC-A5HL-01 Primary Solid Tumor LUSC -TCGA-NC-A5HM-01 Primary Solid Tumor LUSC -TCGA-NC-A5HN-01 Primary Solid Tumor LUSC -TCGA-NC-A5HO-01 Primary Solid Tumor LUSC -TCGA-NC-A5HP-01 Primary Solid Tumor LUSC -TCGA-NC-A5HQ-01 Primary Solid Tumor LUSC -TCGA-NC-A5HR-01 Primary Solid Tumor LUSC -TCGA-NC-A5HT-01 Primary Solid Tumor LUSC -TCGA-ND-A4W6-01 Primary Solid Tumor UCS -TCGA-ND-A4WA-01 Primary Solid Tumor UCS -TCGA-ND-A4WC-01 Primary Solid Tumor UCS -TCGA-ND-A4WF-01 Primary Solid Tumor UCS -TCGA-NF-A4WU-01 Primary Solid Tumor UCS -TCGA-NF-A4WX-01 Primary Solid Tumor UCS -TCGA-NF-A4X2-01 Primary Solid Tumor UCS -TCGA-NF-A5CP-01 Primary Solid Tumor UCS -TCGA-NG-A4VU-01 Primary Solid Tumor UCS -TCGA-NG-A4VW-01 Primary Solid Tumor UCS -TCGA-NH-A50T-01 Primary Solid Tumor COAD -TCGA-NH-A50U-01 Primary Solid Tumor COAD -TCGA-NH-A50V-01 Primary Solid Tumor COAD -TCGA-NH-A5IV-01 Primary Solid Tumor COAD -TCGA-NH-A6GA-01 Primary Solid Tumor COAD -TCGA-NH-A6GB-01 Primary Solid Tumor COAD -TCGA-NH-A6GC-01 Primary Solid Tumor COAD -TCGA-NH-A8F7-01 Primary Solid Tumor COAD -TCGA-NH-A8F7-06 Metastatic COAD -TCGA-NH-A8F8-01 Primary Solid Tumor COAD -TCGA-NI-A4U2-01 Primary Solid Tumor LIHC -TCGA-NI-A8LF-01 Primary Solid Tumor LIHC -TCGA-NJ-A4YF-01 Primary Solid Tumor LUAD -TCGA-NJ-A4YG-01 Primary Solid Tumor LUAD -TCGA-NJ-A4YI-01 Primary Solid Tumor LUAD -TCGA-NJ-A4YP-01 Primary Solid Tumor LUAD -TCGA-NJ-A4YQ-01 Primary Solid Tumor LUAD -TCGA-NJ-A55A-01 Primary Solid Tumor LUAD -TCGA-NJ-A55O-01 Primary Solid Tumor LUAD -TCGA-NJ-A55R-01 Primary Solid Tumor LUAD -TCGA-NJ-A7XG-01 Primary Solid Tumor LUAD -TCGA-NK-A5CR-01 Primary Solid Tumor LUSC -TCGA-NK-A5CT-01 Primary Solid Tumor LUSC -TCGA-NK-A5CX-01 Primary Solid Tumor LUSC -TCGA-NK-A5D1-01 Primary Solid Tumor LUSC -TCGA-NK-A7XE-01 Primary Solid Tumor LUSC -TCGA-NQ-A57I-01 Primary Solid Tumor MESO -TCGA-NQ-A638-01 Primary Solid Tumor MESO -TCGA-O1-A52J-01 Primary Solid Tumor LUAD -TCGA-O2-A52N-01 Primary Solid Tumor LUSC -TCGA-O2-A52Q-01 Primary Solid Tumor LUSC -TCGA-O2-A52S-01 Primary Solid Tumor LUSC -TCGA-O2-A52V-01 Primary Solid Tumor LUSC -TCGA-O2-A52W-01 Primary Solid Tumor LUSC -TCGA-O2-A5IB-01 Primary Solid Tumor LUSC -TCGA-O8-A75V-01 Primary Solid Tumor LIHC -TCGA-O9-A75Z-01 Primary Solid Tumor KIRP -TCGA-OD-A75X-06 Metastatic SKCM -TCGA-OE-A75W-01 Primary Solid Tumor PAAD -TCGA-OK-A5Q2-01 Primary Solid Tumor BRCA -TCGA-OL-A5D6-01 Primary Solid Tumor BRCA -TCGA-OL-A5D7-01 Primary Solid Tumor BRCA -TCGA-OL-A5D8-01 Primary Solid Tumor BRCA -TCGA-OL-A5DA-01 Primary Solid Tumor BRCA -TCGA-OL-A5RU-01 Primary Solid Tumor BRCA -TCGA-OL-A5RV-01 Primary Solid Tumor BRCA -TCGA-OL-A5RW-01 Primary Solid Tumor BRCA -TCGA-OL-A5RX-01 Primary Solid Tumor BRCA -TCGA-OL-A5RY-01 Primary Solid Tumor BRCA -TCGA-OL-A5RZ-01 Primary Solid Tumor BRCA -TCGA-OL-A5S0-01 Primary Solid Tumor BRCA -TCGA-OL-A66H-01 Primary Solid Tumor BRCA -TCGA-OL-A66I-01 Primary Solid Tumor BRCA -TCGA-OL-A66J-01 Primary Solid Tumor BRCA -TCGA-OL-A66K-01 Primary Solid Tumor BRCA -TCGA-OL-A66L-01 Primary Solid Tumor BRCA -TCGA-OL-A66N-01 Primary Solid Tumor BRCA -TCGA-OL-A66O-01 Primary Solid Tumor BRCA -TCGA-OL-A66P-01 Primary Solid Tumor BRCA -TCGA-OL-A6VO-01 Primary Solid Tumor BRCA -TCGA-OL-A6VQ-01 Primary Solid Tumor BRCA -TCGA-OL-A6VR-01 Primary Solid Tumor BRCA -TCGA-OL-A97C-01 Primary Solid Tumor BRCA -TCGA-OR-A5J1-01 Primary Solid Tumor ACC -TCGA-OR-A5J2-01 Primary Solid Tumor ACC -TCGA-OR-A5J3-01 Primary Solid Tumor ACC -TCGA-OR-A5J5-01 Primary Solid Tumor ACC -TCGA-OR-A5J6-01 Primary Solid Tumor ACC -TCGA-OR-A5J7-01 Primary Solid Tumor ACC -TCGA-OR-A5J8-01 Primary Solid Tumor ACC -TCGA-OR-A5J9-01 Primary Solid Tumor ACC -TCGA-OR-A5JA-01 Primary Solid Tumor ACC -TCGA-OR-A5JB-01 Primary Solid Tumor ACC -TCGA-OR-A5JC-01 Primary Solid Tumor ACC -TCGA-OR-A5JD-01 Primary Solid Tumor ACC -TCGA-OR-A5JE-01 Primary Solid Tumor ACC -TCGA-OR-A5JF-01 Primary Solid Tumor ACC -TCGA-OR-A5JG-01 Primary Solid Tumor ACC -TCGA-OR-A5JI-01 Primary Solid Tumor ACC -TCGA-OR-A5JJ-01 Primary Solid Tumor ACC -TCGA-OR-A5JK-01 Primary Solid Tumor ACC -TCGA-OR-A5JL-01 Primary Solid Tumor ACC -TCGA-OR-A5JM-01 Primary Solid Tumor ACC -TCGA-OR-A5JO-01 Primary Solid Tumor ACC -TCGA-OR-A5JP-01 Primary Solid Tumor ACC -TCGA-OR-A5JQ-01 Primary Solid Tumor ACC -TCGA-OR-A5JR-01 Primary Solid Tumor ACC -TCGA-OR-A5JS-01 Primary Solid Tumor ACC -TCGA-OR-A5JT-01 Primary Solid Tumor ACC -TCGA-OR-A5JV-01 Primary Solid Tumor ACC -TCGA-OR-A5JW-01 Primary Solid Tumor ACC -TCGA-OR-A5JX-01 Primary Solid Tumor ACC -TCGA-OR-A5JY-01 Primary Solid Tumor ACC -TCGA-OR-A5JZ-01 Primary Solid Tumor ACC -TCGA-OR-A5K0-01 Primary Solid Tumor ACC -TCGA-OR-A5K1-01 Primary Solid Tumor ACC -TCGA-OR-A5K2-01 Primary Solid Tumor ACC -TCGA-OR-A5K3-01 Primary Solid Tumor ACC -TCGA-OR-A5K4-01 Primary Solid Tumor ACC -TCGA-OR-A5K5-01 Primary Solid Tumor ACC -TCGA-OR-A5K6-01 Primary Solid Tumor ACC -TCGA-OR-A5K8-01 Primary Solid Tumor ACC -TCGA-OR-A5K9-01 Primary Solid Tumor ACC -TCGA-OR-A5KO-01 Primary Solid Tumor ACC -TCGA-OR-A5KT-01 Primary Solid Tumor ACC -TCGA-OR-A5KU-01 Primary Solid Tumor ACC -TCGA-OR-A5KV-01 Primary Solid Tumor ACC -TCGA-OR-A5KW-01 Primary Solid Tumor ACC -TCGA-OR-A5KX-01 Primary Solid Tumor ACC -TCGA-OR-A5KY-01 Primary Solid Tumor ACC -TCGA-OR-A5KZ-01 Primary Solid Tumor ACC -TCGA-OR-A5L3-01 Primary Solid Tumor ACC -TCGA-OR-A5L4-01 Primary Solid Tumor ACC -TCGA-OR-A5L5-01 Primary Solid Tumor ACC -TCGA-OR-A5L6-01 Primary Solid Tumor ACC -TCGA-OR-A5L8-01 Primary Solid Tumor ACC -TCGA-OR-A5L9-01 Primary Solid Tumor ACC -TCGA-OR-A5LA-01 Primary Solid Tumor ACC -TCGA-OR-A5LB-01 Primary Solid Tumor ACC -TCGA-OR-A5LC-01 Primary Solid Tumor ACC -TCGA-OR-A5LD-01 Primary Solid Tumor ACC -TCGA-OR-A5LE-01 Primary Solid Tumor ACC -TCGA-OR-A5LG-01 Primary Solid Tumor ACC -TCGA-OR-A5LH-01 Primary Solid Tumor ACC -TCGA-OR-A5LJ-01 Primary Solid Tumor ACC -TCGA-OR-A5LK-01 Primary Solid Tumor ACC -TCGA-OR-A5LL-01 Primary Solid Tumor ACC -TCGA-OR-A5LM-01 Primary Solid Tumor ACC -TCGA-OR-A5LN-01 Primary Solid Tumor ACC -TCGA-OR-A5LO-01 Primary Solid Tumor ACC -TCGA-OR-A5LP-01 Primary Solid Tumor ACC -TCGA-OR-A5LR-01 Primary Solid Tumor ACC -TCGA-OR-A5LS-01 Primary Solid Tumor ACC -TCGA-OR-A5LT-01 Primary Solid Tumor ACC -TCGA-OU-A5PI-01 Primary Solid Tumor ACC -TCGA-OY-A56P-01 Primary Solid Tumor OV -TCGA-OY-A56Q-01 Primary Solid Tumor OV -TCGA-P3-A5Q5-01 Primary Solid Tumor HNSC -TCGA-P3-A5Q6-01 Primary Solid Tumor HNSC -TCGA-P3-A5QA-01 Primary Solid Tumor HNSC -TCGA-P3-A5QE-01 Primary Solid Tumor HNSC -TCGA-P3-A5QF-01 Primary Solid Tumor HNSC -TCGA-P3-A6SW-01 Primary Solid Tumor HNSC -TCGA-P3-A6SX-01 Primary Solid Tumor HNSC -TCGA-P3-A6T0-01 Primary Solid Tumor HNSC -TCGA-P3-A6T2-01 Primary Solid Tumor HNSC -TCGA-P3-A6T3-01 Primary Solid Tumor HNSC -TCGA-P3-A6T4-01 Primary Solid Tumor HNSC -TCGA-P3-A6T5-01 Primary Solid Tumor HNSC -TCGA-P3-A6T6-01 Primary Solid Tumor HNSC -TCGA-P3-A6T7-01 Primary Solid Tumor HNSC -TCGA-P3-A6T8-01 Primary Solid Tumor HNSC -TCGA-P4-A5E6-01 Primary Solid Tumor KIRP -TCGA-P4-A5E7-01 Primary Solid Tumor KIRP -TCGA-P4-A5E8-01 Primary Solid Tumor KIRP -TCGA-P4-A5E8-11 Solid Tissue Normal KIRP -TCGA-P4-A5EA-01 Primary Solid Tumor KIRP -TCGA-P4-A5EB-01 Primary Solid Tumor KIRP -TCGA-P4-A5ED-01 Primary Solid Tumor KIRP -TCGA-P4-A5ED-11 Solid Tissue Normal KIRP -TCGA-P4-AAVK-01 Primary Solid Tumor KIRP -TCGA-P4-AAVL-01 Primary Solid Tumor KIRP -TCGA-P4-AAVM-01 Primary Solid Tumor KIRP -TCGA-P4-AAVO-01 Primary Solid Tumor KIRP -TCGA-P5-A5ET-01 Primary Solid Tumor LGG -TCGA-P5-A5EU-01 Primary Solid Tumor LGG -TCGA-P5-A5EV-01 Primary Solid Tumor LGG -TCGA-P5-A5EW-01 Primary Solid Tumor LGG -TCGA-P5-A5EX-01 Primary Solid Tumor LGG -TCGA-P5-A5EY-01 Primary Solid Tumor LGG -TCGA-P5-A5EZ-01 Primary Solid Tumor LGG -TCGA-P5-A5F0-01 Primary Solid Tumor LGG -TCGA-P5-A5F1-01 Primary Solid Tumor LGG -TCGA-P5-A5F2-01 Primary Solid Tumor LGG -TCGA-P5-A5F4-01 Primary Solid Tumor LGG -TCGA-P5-A5F6-01 Primary Solid Tumor LGG -TCGA-P5-A72U-01 Primary Solid Tumor LGG -TCGA-P5-A72W-01 Primary Solid Tumor LGG -TCGA-P5-A72X-01 Primary Solid Tumor LGG -TCGA-P5-A72Z-01 Primary Solid Tumor LGG -TCGA-P5-A730-01 Primary Solid Tumor LGG -TCGA-P5-A731-01 Primary Solid Tumor LGG -TCGA-P5-A733-01 Primary Solid Tumor LGG -TCGA-P5-A735-01 Primary Solid Tumor LGG -TCGA-P5-A736-01 Primary Solid Tumor LGG -TCGA-P5-A737-01 Primary Solid Tumor LGG -TCGA-P5-A77W-01 Primary Solid Tumor LGG -TCGA-P5-A77X-01 Primary Solid Tumor LGG -TCGA-P5-A780-01 Primary Solid Tumor LGG -TCGA-P5-A781-01 Primary Solid Tumor LGG -TCGA-P6-A5OF-01 Primary Solid Tumor ACC -TCGA-P6-A5OG-01 Primary Solid Tumor ACC -TCGA-P7-A5NX-01 Primary Solid Tumor PCPG -TCGA-P7-A5NY-01 Primary Solid Tumor PCPG -TCGA-P7-A5NY-05 Additional - New Primary PCPG -TCGA-P8-A5KC-01 Primary Solid Tumor PCPG -TCGA-P8-A5KC-11 Solid Tissue Normal PCPG -TCGA-P8-A5KD-01 Primary Solid Tumor PCPG -TCGA-P8-A5KD-11 Solid Tissue Normal PCPG -TCGA-P8-A6RX-01 Primary Solid Tumor PCPG -TCGA-P8-A6RY-01 Primary Solid Tumor PCPG -TCGA-PA-A5YG-01 Primary Solid Tumor ACC -TCGA-PC-A5DK-01 Primary Solid Tumor SARC -TCGA-PC-A5DL-01 Primary Solid Tumor SARC -TCGA-PC-A5DM-01 Primary Solid Tumor SARC -TCGA-PC-A5DN-01 Primary Solid Tumor SARC -TCGA-PC-A5DO-01 Primary Solid Tumor SARC -TCGA-PC-A5DP-01 Primary Solid Tumor SARC -TCGA-PD-A5DF-01 Primary Solid Tumor LIHC -TCGA-PE-A5DC-01 Primary Solid Tumor BRCA -TCGA-PE-A5DD-01 Primary Solid Tumor BRCA -TCGA-PE-A5DE-01 Primary Solid Tumor BRCA -TCGA-PG-A5BC-01 Primary Solid Tumor UCEC -TCGA-PG-A6IB-01 Primary Solid Tumor UCEC -TCGA-PG-A7D5-01 Primary Solid Tumor UCEC -TCGA-PG-A914-01 Primary Solid Tumor UCEC -TCGA-PG-A915-01 Primary Solid Tumor UCEC -TCGA-PG-A916-01 Primary Solid Tumor UCEC -TCGA-PG-A917-01 Primary Solid Tumor UCEC -TCGA-PJ-A5Z8-01 Primary Solid Tumor KIRP -TCGA-PJ-A5Z9-01 Primary Solid Tumor KIRP -TCGA-PK-A5H8-01 Primary Solid Tumor ACC -TCGA-PK-A5H9-01 Primary Solid Tumor ACC -TCGA-PK-A5HA-01 Primary Solid Tumor ACC -TCGA-PK-A5HB-01 Primary Solid Tumor ACC -TCGA-PL-A8LV-01 Primary Solid Tumor BRCA -TCGA-PL-A8LX-01 Primary Solid Tumor BRCA -TCGA-PL-A8LY-01 Primary Solid Tumor BRCA -TCGA-PL-A8LZ-01 Primary Solid Tumor BRCA -TCGA-PN-A8M9-01 Primary Solid Tumor CESC -TCGA-PN-A8MA-01 Primary Solid Tumor CESC -TCGA-PQ-A6FI-01 Primary Solid Tumor BLCA -TCGA-PQ-A6FN-01 Primary Solid Tumor BLCA -TCGA-PR-A5PF-01 Primary Solid Tumor PCPG -TCGA-PR-A5PG-01 Primary Solid Tumor PCPG -TCGA-PR-A5PH-01 Primary Solid Tumor PCPG -TCGA-PT-A8TR-01 Primary Solid Tumor SARC -TCGA-PZ-A5RE-01 Primary Solid Tumor PAAD -TCGA-Q1-A5R1-01 Primary Solid Tumor CESC -TCGA-Q1-A5R2-01 Primary Solid Tumor CESC -TCGA-Q1-A5R3-01 Primary Solid Tumor CESC -TCGA-Q1-A6DT-01 Primary Solid Tumor CESC -TCGA-Q1-A6DV-01 Primary Solid Tumor CESC -TCGA-Q1-A6DW-01 Primary Solid Tumor CESC -TCGA-Q1-A73O-01 Primary Solid Tumor CESC -TCGA-Q1-A73P-01 Primary Solid Tumor CESC -TCGA-Q1-A73Q-01 Primary Solid Tumor CESC -TCGA-Q1-A73R-01 Primary Solid Tumor CESC -TCGA-Q1-A73S-01 Primary Solid Tumor CESC -TCGA-Q2-A5QZ-01 Primary Solid Tumor KIRP -TCGA-Q3-A5QY-01 Primary Solid Tumor PAAD -TCGA-Q3-AA2A-01 Primary Solid Tumor PAAD -TCGA-Q9-A6FU-01 Primary Solid Tumor ESCA -TCGA-Q9-A6FW-01 Primary Solid Tumor ESCA -TCGA-QA-A7B7-01 Primary Solid Tumor LIHC -TCGA-QB-A6FS-06 Metastatic SKCM -TCGA-QB-AA9O-06 Metastatic SKCM -TCGA-QC-A6FX-01 Primary Solid Tumor SARC -TCGA-QC-A7B5-01 Primary Solid Tumor SARC -TCGA-QC-AA9N-01 Primary Solid Tumor SARC -TCGA-QD-A8IV-01 Primary Solid Tumor THCA -TCGA-QF-A5YS-01 Primary Solid Tumor UCEC -TCGA-QF-A5YT-01 Primary Solid Tumor UCEC -TCGA-QG-A5YV-01 Primary Solid Tumor COAD -TCGA-QG-A5YW-01 Primary Solid Tumor COAD -TCGA-QG-A5YX-01 Primary Solid Tumor COAD -TCGA-QG-A5Z1-01 Primary Solid Tumor COAD -TCGA-QG-A5Z2-01 Primary Solid Tumor COAD -TCGA-QH-A65R-01 Primary Solid Tumor LGG -TCGA-QH-A65S-01 Primary Solid Tumor LGG -TCGA-QH-A65V-01 Primary Solid Tumor LGG -TCGA-QH-A65X-01 Primary Solid Tumor LGG -TCGA-QH-A65Z-01 Primary Solid Tumor LGG -TCGA-QH-A6CS-01 Primary Solid Tumor LGG -TCGA-QH-A6CU-01 Primary Solid Tumor LGG -TCGA-QH-A6CV-01 Primary Solid Tumor LGG -TCGA-QH-A6CW-01 Primary Solid Tumor LGG -TCGA-QH-A6CX-01 Primary Solid Tumor LGG -TCGA-QH-A6CY-01 Primary Solid Tumor LGG -TCGA-QH-A6CZ-01 Primary Solid Tumor LGG -TCGA-QH-A6X3-01 Primary Solid Tumor LGG -TCGA-QH-A6X4-01 Primary Solid Tumor LGG -TCGA-QH-A6X5-01 Primary Solid Tumor LGG -TCGA-QH-A6X8-01 Primary Solid Tumor LGG -TCGA-QH-A6X9-01 Primary Solid Tumor LGG -TCGA-QH-A6XA-01 Primary Solid Tumor LGG -TCGA-QH-A6XC-01 Primary Solid Tumor LGG -TCGA-QH-A86X-01 Primary Solid Tumor LGG -TCGA-QH-A870-01 Primary Solid Tumor LGG -TCGA-QK-A64Z-01 Primary Solid Tumor HNSC -TCGA-QK-A652-01 Primary Solid Tumor HNSC -TCGA-QK-A6IF-01 Primary Solid Tumor HNSC -TCGA-QK-A6IG-01 Primary Solid Tumor HNSC -TCGA-QK-A6IH-01 Primary Solid Tumor HNSC -TCGA-QK-A6II-01 Primary Solid Tumor HNSC -TCGA-QK-A6IJ-01 Primary Solid Tumor HNSC -TCGA-QK-A6V9-01 Primary Solid Tumor HNSC -TCGA-QK-A6VB-01 Primary Solid Tumor HNSC -TCGA-QK-A6VC-01 Primary Solid Tumor HNSC -TCGA-QK-A8Z7-01 Primary Solid Tumor HNSC -TCGA-QK-A8Z8-01 Primary Solid Tumor HNSC -TCGA-QK-A8Z9-01 Primary Solid Tumor HNSC -TCGA-QK-A8ZA-01 Primary Solid Tumor HNSC -TCGA-QK-A8ZB-01 Primary Solid Tumor HNSC -TCGA-QK-AA3J-01 Primary Solid Tumor HNSC -TCGA-QK-AA3K-01 Primary Solid Tumor HNSC -TCGA-QL-A97D-01 Primary Solid Tumor COAD -TCGA-QM-A5NM-01 Primary Solid Tumor UCS -TCGA-QN-A5NN-01 Primary Solid Tumor UCS -TCGA-QQ-A5V2-01 Primary Solid Tumor SARC -TCGA-QQ-A5V9-01 Primary Solid Tumor SARC -TCGA-QQ-A5VA-01 Primary Solid Tumor SARC -TCGA-QQ-A5VB-01 Primary Solid Tumor SARC -TCGA-QQ-A5VC-01 Primary Solid Tumor SARC -TCGA-QQ-A5VD-01 Primary Solid Tumor SARC -TCGA-QQ-A8VB-01 Primary Solid Tumor SARC -TCGA-QQ-A8VD-01 Primary Solid Tumor SARC -TCGA-QQ-A8VF-01 Primary Solid Tumor SARC -TCGA-QQ-A8VG-01 Primary Solid Tumor SARC -TCGA-QQ-A8VH-01 Primary Solid Tumor SARC -TCGA-QR-A6GO-01 Primary Solid Tumor PCPG -TCGA-QR-A6GR-01 Primary Solid Tumor PCPG -TCGA-QR-A6GS-01 Primary Solid Tumor PCPG -TCGA-QR-A6GT-01 Primary Solid Tumor PCPG -TCGA-QR-A6GU-01 Primary Solid Tumor PCPG -TCGA-QR-A6GW-01 Primary Solid Tumor PCPG -TCGA-QR-A6GX-01 Primary Solid Tumor PCPG -TCGA-QR-A6GY-01 Primary Solid Tumor PCPG -TCGA-QR-A6GZ-01 Primary Solid Tumor PCPG -TCGA-QR-A6GZ-05 Additional - New Primary PCPG -TCGA-QR-A6H0-01 Primary Solid Tumor PCPG -TCGA-QR-A6H1-01 Primary Solid Tumor PCPG -TCGA-QR-A6H2-01 Primary Solid Tumor PCPG -TCGA-QR-A6H3-01 Primary Solid Tumor PCPG -TCGA-QR-A6H4-01 Primary Solid Tumor PCPG -TCGA-QR-A6H5-01 Primary Solid Tumor PCPG -TCGA-QR-A6H6-01 Primary Solid Tumor PCPG -TCGA-QR-A6ZZ-01 Primary Solid Tumor PCPG -TCGA-QR-A700-01 Primary Solid Tumor PCPG -TCGA-QR-A702-01 Primary Solid Tumor PCPG -TCGA-QR-A703-01 Primary Solid Tumor PCPG -TCGA-QR-A705-01 Primary Solid Tumor PCPG -TCGA-QR-A706-01 Primary Solid Tumor PCPG -TCGA-QR-A707-01 Primary Solid Tumor PCPG -TCGA-QR-A708-01 Primary Solid Tumor PCPG -TCGA-QR-A70A-01 Primary Solid Tumor PCPG -TCGA-QR-A70C-01 Primary Solid Tumor PCPG -TCGA-QR-A70D-01 Primary Solid Tumor PCPG -TCGA-QR-A70E-01 Primary Solid Tumor PCPG -TCGA-QR-A70G-01 Primary Solid Tumor PCPG -TCGA-QR-A70H-01 Primary Solid Tumor PCPG -TCGA-QR-A70I-01 Primary Solid Tumor PCPG -TCGA-QR-A70J-01 Primary Solid Tumor PCPG -TCGA-QR-A70K-01 Primary Solid Tumor PCPG -TCGA-QR-A70M-01 Primary Solid Tumor PCPG -TCGA-QR-A70N-01 Primary Solid Tumor PCPG -TCGA-QR-A70O-01 Primary Solid Tumor PCPG -TCGA-QR-A70P-01 Primary Solid Tumor PCPG -TCGA-QR-A70Q-01 Primary Solid Tumor PCPG -TCGA-QR-A70R-01 Primary Solid Tumor PCPG -TCGA-QR-A70T-01 Primary Solid Tumor PCPG -TCGA-QR-A70U-01 Primary Solid Tumor PCPG -TCGA-QR-A70V-01 Primary Solid Tumor PCPG -TCGA-QR-A70W-01 Primary Solid Tumor PCPG -TCGA-QR-A70X-01 Primary Solid Tumor PCPG -TCGA-QR-A7IN-01 Primary Solid Tumor PCPG -TCGA-QR-A7IP-01 Primary Solid Tumor PCPG -TCGA-QS-A5YQ-01 Primary Solid Tumor UCEC -TCGA-QS-A5YR-01 Primary Solid Tumor UCEC -TCGA-QS-A744-01 Primary Solid Tumor UCEC -TCGA-QS-A8F1-01 Primary Solid Tumor UCEC -TCGA-QT-A5XJ-01 Primary Solid Tumor PCPG -TCGA-QT-A5XK-01 Primary Solid Tumor PCPG -TCGA-QT-A5XL-01 Primary Solid Tumor PCPG -TCGA-QT-A5XM-01 Primary Solid Tumor PCPG -TCGA-QT-A5XN-01 Primary Solid Tumor PCPG -TCGA-QT-A5XO-01 Primary Solid Tumor PCPG -TCGA-QT-A5XP-01 Primary Solid Tumor PCPG -TCGA-QT-A69Q-01 Primary Solid Tumor PCPG -TCGA-QT-A7U0-01 Primary Solid Tumor PCPG -TCGA-QU-A6IL-01 Primary Solid Tumor PRAD -TCGA-QU-A6IM-01 Primary Solid Tumor PRAD -TCGA-QU-A6IN-01 Primary Solid Tumor PRAD -TCGA-QU-A6IO-01 Primary Solid Tumor PRAD -TCGA-QU-A6IP-01 Primary Solid Tumor PRAD -TCGA-R2-A69V-01 Primary Solid Tumor CESC -TCGA-R3-A69X-01 Primary Solid Tumor BLCA -TCGA-R5-A7O7-01 Primary Solid Tumor STAD -TCGA-R5-A7ZE-01 Primary Solid Tumor STAD -TCGA-R5-A7ZF-01 Primary Solid Tumor STAD -TCGA-R5-A7ZI-01 Primary Solid Tumor STAD -TCGA-R5-A7ZR-01 Primary Solid Tumor STAD -TCGA-R5-A805-01 Primary Solid Tumor STAD -TCGA-R6-A6DN-01 Primary Solid Tumor ESCA -TCGA-R6-A6DQ-01 Primary Solid Tumor ESCA -TCGA-R6-A6KZ-01 Primary Solid Tumor ESCA -TCGA-R6-A6L4-01 Primary Solid Tumor ESCA -TCGA-R6-A6L6-01 Primary Solid Tumor ESCA -TCGA-R6-A6XG-01 Primary Solid Tumor ESCA -TCGA-R6-A6XQ-01 Primary Solid Tumor ESCA -TCGA-R6-A6Y0-01 Primary Solid Tumor ESCA -TCGA-R6-A6Y2-01 Primary Solid Tumor ESCA -TCGA-R6-A8W5-01 Primary Solid Tumor ESCA -TCGA-R6-A8W8-01 Primary Solid Tumor ESCA -TCGA-R6-A8WC-01 Primary Solid Tumor ESCA -TCGA-R6-A8WG-01 Primary Solid Tumor ESCA -TCGA-R8-A6MK-01 Primary Solid Tumor LGG -TCGA-R8-A6ML-01 Primary Solid Tumor LGG -TCGA-R8-A6MO-01 Primary Solid Tumor LGG -TCGA-R8-A6YH-01 Primary Solid Tumor LGG -TCGA-R8-A73M-01 Primary Solid Tumor LGG -TCGA-RA-A741-01 Primary Solid Tumor CESC -TCGA-RB-A7B8-01 Primary Solid Tumor PAAD -TCGA-RB-AA9M-01 Primary Solid Tumor PAAD -TCGA-RC-A6M3-01 Primary Solid Tumor LIHC -TCGA-RC-A6M4-01 Primary Solid Tumor LIHC -TCGA-RC-A6M5-01 Primary Solid Tumor LIHC -TCGA-RC-A6M6-01 Primary Solid Tumor LIHC -TCGA-RC-A7S9-01 Primary Solid Tumor LIHC -TCGA-RC-A7SB-01 Primary Solid Tumor LIHC -TCGA-RC-A7SF-01 Primary Solid Tumor LIHC -TCGA-RC-A7SH-01 Primary Solid Tumor LIHC -TCGA-RC-A7SK-01 Primary Solid Tumor LIHC -TCGA-RD-A7BS-01 Primary Solid Tumor STAD -TCGA-RD-A7BT-01 Primary Solid Tumor STAD -TCGA-RD-A7BW-01 Primary Solid Tumor STAD -TCGA-RD-A7C1-01 Primary Solid Tumor STAD -TCGA-RD-A8MV-01 Primary Solid Tumor STAD -TCGA-RD-A8MW-01 Primary Solid Tumor STAD -TCGA-RD-A8N0-01 Primary Solid Tumor STAD -TCGA-RD-A8N1-01 Primary Solid Tumor STAD -TCGA-RD-A8N2-01 Primary Solid Tumor STAD -TCGA-RD-A8N4-01 Primary Solid Tumor STAD -TCGA-RD-A8N5-01 Primary Solid Tumor STAD -TCGA-RD-A8N6-01 Primary Solid Tumor STAD -TCGA-RD-A8N9-01 Primary Solid Tumor STAD -TCGA-RD-A8NB-01 Primary Solid Tumor STAD -TCGA-RE-A7BO-01 Primary Solid Tumor ESCA -TCGA-RG-A7D4-01 Primary Solid Tumor LIHC -TCGA-RL-AAAS-01 Primary Solid Tumor PAAD -TCGA-RM-A68T-01 Primary Solid Tumor PCPG -TCGA-RM-A68W-01 Primary Solid Tumor PCPG -TCGA-RN-A68Q-01 Primary Solid Tumor SARC -TCGA-RN-AAAQ-01 Primary Solid Tumor SARC -TCGA-RP-A690-06 Metastatic SKCM -TCGA-RP-A693-06 Metastatic SKCM -TCGA-RP-A694-06 Metastatic SKCM -TCGA-RP-A695-06 Metastatic SKCM -TCGA-RP-A6K9-06 Metastatic SKCM -TCGA-RQ-A68N-01 Primary Solid Tumor DLBC -TCGA-RQ-A6JB-01 Primary Solid Tumor DLBC -TCGA-RQ-AAAT-01 Primary Solid Tumor DLBC -TCGA-RS-A6TO-01 Primary Solid Tumor HNSC -TCGA-RS-A6TP-01 Primary Solid Tumor HNSC -TCGA-RT-A6Y9-01 Primary Solid Tumor PCPG -TCGA-RT-A6YA-01 Primary Solid Tumor PCPG -TCGA-RT-A6YC-01 Primary Solid Tumor PCPG -TCGA-RU-A8FL-01 Primary Solid Tumor COAD -TCGA-RW-A67V-01 Primary Solid Tumor PCPG -TCGA-RW-A67W-01 Primary Solid Tumor PCPG -TCGA-RW-A67X-01 Primary Solid Tumor PCPG -TCGA-RW-A67Y-01 Primary Solid Tumor PCPG -TCGA-RW-A680-01 Primary Solid Tumor PCPG -TCGA-RW-A681-01 Primary Solid Tumor PCPG -TCGA-RW-A684-01 Primary Solid Tumor PCPG -TCGA-RW-A685-01 Primary Solid Tumor PCPG -TCGA-RW-A686-01 Primary Solid Tumor PCPG -TCGA-RW-A686-06 Metastatic PCPG -TCGA-RW-A688-01 Primary Solid Tumor PCPG -TCGA-RW-A689-01 Primary Solid Tumor PCPG -TCGA-RW-A68A-01 Primary Solid Tumor PCPG -TCGA-RW-A68B-01 Primary Solid Tumor PCPG -TCGA-RW-A68C-01 Primary Solid Tumor PCPG -TCGA-RW-A68D-01 Primary Solid Tumor PCPG -TCGA-RW-A68F-01 Primary Solid Tumor PCPG -TCGA-RW-A68G-01 Primary Solid Tumor PCPG -TCGA-RW-A7CZ-01 Primary Solid Tumor PCPG -TCGA-RW-A7D0-01 Primary Solid Tumor PCPG -TCGA-RW-A8AZ-01 Primary Solid Tumor PCPG -TCGA-RX-A8JQ-01 Primary Solid Tumor PCPG -TCGA-RY-A83X-01 Primary Solid Tumor LGG -TCGA-RY-A83Y-01 Primary Solid Tumor LGG -TCGA-RY-A83Z-01 Primary Solid Tumor LGG -TCGA-RY-A840-01 Primary Solid Tumor LGG -TCGA-RY-A843-01 Primary Solid Tumor LGG -TCGA-RY-A845-01 Primary Solid Tumor LGG -TCGA-RY-A847-01 Primary Solid Tumor LGG -TCGA-RZ-AB0B-01 Primary Solid Tumor UVM -TCGA-S2-AA1A-01 Primary Solid Tumor LUAD -TCGA-S3-A6ZF-01 Primary Solid Tumor BRCA -TCGA-S3-A6ZG-01 Primary Solid Tumor BRCA -TCGA-S3-A6ZH-01 Primary Solid Tumor BRCA -TCGA-S3-AA0Z-01 Primary Solid Tumor BRCA -TCGA-S3-AA10-01 Primary Solid Tumor BRCA -TCGA-S3-AA11-01 Primary Solid Tumor BRCA -TCGA-S3-AA12-01 Primary Solid Tumor BRCA -TCGA-S3-AA14-01 Primary Solid Tumor BRCA -TCGA-S3-AA15-01 Primary Solid Tumor BRCA -TCGA-S3-AA17-01 Primary Solid Tumor BRCA -TCGA-S4-A8RM-01 Primary Solid Tumor PAAD -TCGA-S4-A8RO-01 Primary Solid Tumor PAAD -TCGA-S4-A8RP-01 Primary Solid Tumor PAAD -TCGA-S5-A6DX-01 Primary Solid Tumor BLCA -TCGA-S5-AA26-01 Primary Solid Tumor BLCA -TCGA-S6-A8JW-01 Primary Solid Tumor TGCT -TCGA-S6-A8JX-01 Primary Solid Tumor TGCT -TCGA-S6-A8JY-01 Primary Solid Tumor TGCT -TCGA-S7-A7WL-01 Primary Solid Tumor PCPG -TCGA-S7-A7WM-01 Primary Solid Tumor PCPG -TCGA-S7-A7WN-01 Primary Solid Tumor PCPG -TCGA-S7-A7WO-01 Primary Solid Tumor PCPG -TCGA-S7-A7WP-01 Primary Solid Tumor PCPG -TCGA-S7-A7WQ-01 Primary Solid Tumor PCPG -TCGA-S7-A7WR-01 Primary Solid Tumor PCPG -TCGA-S7-A7WT-01 Primary Solid Tumor PCPG -TCGA-S7-A7WU-01 Primary Solid Tumor PCPG -TCGA-S7-A7WV-01 Primary Solid Tumor PCPG -TCGA-S7-A7WW-01 Primary Solid Tumor PCPG -TCGA-S7-A7WX-01 Primary Solid Tumor PCPG -TCGA-S7-A7X0-01 Primary Solid Tumor PCPG -TCGA-S7-A7X1-01 Primary Solid Tumor PCPG -TCGA-S7-A7X2-01 Primary Solid Tumor PCPG -TCGA-S8-A6BV-01 Primary Solid Tumor ESCA -TCGA-S8-A6BW-01 Primary Solid Tumor ESCA -TCGA-S9-A6TS-01 Primary Solid Tumor LGG -TCGA-S9-A6TU-01 Primary Solid Tumor LGG -TCGA-S9-A6TV-01 Primary Solid Tumor LGG -TCGA-S9-A6TW-01 Primary Solid Tumor LGG -TCGA-S9-A6TX-01 Primary Solid Tumor LGG -TCGA-S9-A6TY-01 Primary Solid Tumor LGG -TCGA-S9-A6TZ-01 Primary Solid Tumor LGG -TCGA-S9-A6U0-01 Primary Solid Tumor LGG -TCGA-S9-A6U1-01 Primary Solid Tumor LGG -TCGA-S9-A6U2-01 Primary Solid Tumor LGG -TCGA-S9-A6U5-01 Primary Solid Tumor LGG -TCGA-S9-A6U6-01 Primary Solid Tumor LGG -TCGA-S9-A6U8-01 Primary Solid Tumor LGG -TCGA-S9-A6U9-01 Primary Solid Tumor LGG -TCGA-S9-A6UA-01 Primary Solid Tumor LGG -TCGA-S9-A6UB-01 Primary Solid Tumor LGG -TCGA-S9-A6WD-01 Primary Solid Tumor LGG -TCGA-S9-A6WE-01 Primary Solid Tumor LGG -TCGA-S9-A6WG-01 Primary Solid Tumor LGG -TCGA-S9-A6WH-01 Primary Solid Tumor LGG -TCGA-S9-A6WI-01 Primary Solid Tumor LGG -TCGA-S9-A6WL-01 Primary Solid Tumor LGG -TCGA-S9-A6WM-01 Primary Solid Tumor LGG -TCGA-S9-A6WN-01 Primary Solid Tumor LGG -TCGA-S9-A6WO-01 Primary Solid Tumor LGG -TCGA-S9-A6WP-01 Primary Solid Tumor LGG -TCGA-S9-A6WQ-01 Primary Solid Tumor LGG -TCGA-S9-A7IQ-01 Primary Solid Tumor LGG -TCGA-S9-A7IS-01 Primary Solid Tumor LGG -TCGA-S9-A7IX-01 Primary Solid Tumor LGG -TCGA-S9-A7IY-01 Primary Solid Tumor LGG -TCGA-S9-A7IZ-01 Primary Solid Tumor LGG -TCGA-S9-A7J0-01 Primary Solid Tumor LGG -TCGA-S9-A7J1-01 Primary Solid Tumor LGG -TCGA-S9-A7J2-01 Primary Solid Tumor LGG -TCGA-S9-A7J3-01 Primary Solid Tumor LGG -TCGA-S9-A7QW-01 Primary Solid Tumor LGG -TCGA-S9-A7QX-01 Primary Solid Tumor LGG -TCGA-S9-A7QY-01 Primary Solid Tumor LGG -TCGA-S9-A7QZ-01 Primary Solid Tumor LGG -TCGA-S9-A7R1-01 Primary Solid Tumor LGG -TCGA-S9-A7R2-01 Primary Solid Tumor LGG -TCGA-S9-A7R3-01 Primary Solid Tumor LGG -TCGA-S9-A7R4-01 Primary Solid Tumor LGG -TCGA-S9-A7R7-01 Primary Solid Tumor LGG -TCGA-S9-A7R8-01 Primary Solid Tumor LGG -TCGA-S9-A89V-01 Primary Solid Tumor LGG -TCGA-S9-A89Z-01 Primary Solid Tumor LGG -TCGA-SA-A6C2-01 Primary Solid Tumor PCPG -TCGA-SB-A6J6-01 Primary Solid Tumor TGCT -TCGA-SB-A76C-01 Primary Solid Tumor TGCT -TCGA-SC-A6LM-01 Primary Solid Tumor MESO -TCGA-SC-A6LN-01 Primary Solid Tumor MESO -TCGA-SC-A6LP-01 Primary Solid Tumor MESO -TCGA-SC-A6LQ-01 Primary Solid Tumor MESO -TCGA-SC-A6LR-01 Primary Solid Tumor MESO -TCGA-SC-AA5Z-01 Primary Solid Tumor MESO -TCGA-SG-A6Z4-01 Primary Solid Tumor SARC -TCGA-SG-A6Z7-01 Primary Solid Tumor SARC -TCGA-SG-A849-01 Primary Solid Tumor SARC -TCGA-SH-A7BC-01 Primary Solid Tumor MESO -TCGA-SH-A7BD-01 Primary Solid Tumor MESO -TCGA-SH-A7BH-01 Primary Solid Tumor MESO -TCGA-SH-A9CT-01 Primary Solid Tumor MESO -TCGA-SH-A9CU-01 Primary Solid Tumor MESO -TCGA-SI-A71O-01 Primary Solid Tumor SARC -TCGA-SI-A71O-06 Metastatic SARC -TCGA-SI-A71P-01 Primary Solid Tumor SARC -TCGA-SI-A71Q-01 Primary Solid Tumor SARC -TCGA-SI-AA8B-01 Primary Solid Tumor SARC -TCGA-SI-AA8C-01 Primary Solid Tumor SARC -TCGA-SJ-A6ZI-01 Primary Solid Tumor UCEC -TCGA-SJ-A6ZJ-01 Primary Solid Tumor UCEC -TCGA-SL-A6J9-01 Primary Solid Tumor UCEC -TCGA-SL-A6JA-01 Primary Solid Tumor UCEC -TCGA-SN-A6IS-01 Primary Solid Tumor TGCT -TCGA-SN-A84W-01 Primary Solid Tumor TGCT -TCGA-SN-A84X-01 Primary Solid Tumor TGCT -TCGA-SN-A84Y-01 Primary Solid Tumor TGCT -TCGA-SO-A8JP-01 Primary Solid Tumor TGCT -TCGA-SP-A6QC-01 Primary Solid Tumor PCPG -TCGA-SP-A6QD-01 Primary Solid Tumor PCPG -TCGA-SP-A6QF-01 Primary Solid Tumor PCPG -TCGA-SP-A6QG-01 Primary Solid Tumor PCPG -TCGA-SP-A6QH-01 Primary Solid Tumor PCPG -TCGA-SP-A6QI-01 Primary Solid Tumor PCPG -TCGA-SP-A6QJ-01 Primary Solid Tumor PCPG -TCGA-SP-A6QK-01 Primary Solid Tumor PCPG -TCGA-SQ-A6I4-01 Primary Solid Tumor PCPG -TCGA-SQ-A6I4-11 Solid Tissue Normal PCPG -TCGA-SQ-A6I6-01 Primary Solid Tumor PCPG -TCGA-SR-A6MP-01 Primary Solid Tumor PCPG -TCGA-SR-A6MQ-01 Primary Solid Tumor PCPG -TCGA-SR-A6MR-01 Primary Solid Tumor PCPG -TCGA-SR-A6MS-01 Primary Solid Tumor PCPG -TCGA-SR-A6MT-01 Primary Solid Tumor PCPG -TCGA-SR-A6MU-01 Primary Solid Tumor PCPG -TCGA-SR-A6MV-01 Primary Solid Tumor PCPG -TCGA-SR-A6MX-01 Primary Solid Tumor PCPG -TCGA-SR-A6MX-05 Additional - New Primary PCPG -TCGA-SR-A6MX-06 Metastatic PCPG -TCGA-SR-A6MY-01 Primary Solid Tumor PCPG -TCGA-SR-A6MZ-01 Primary Solid Tumor PCPG -TCGA-SR-A6N0-01 Primary Solid Tumor PCPG -TCGA-SS-A7HO-01 Primary Solid Tumor COAD -TCGA-SU-A7E7-01 Primary Solid Tumor PRAD -TCGA-SW-A7EA-01 Primary Solid Tumor STAD -TCGA-SW-A7EB-01 Primary Solid Tumor STAD -TCGA-SX-A71R-01 Primary Solid Tumor KIRP -TCGA-SX-A71S-01 Primary Solid Tumor KIRP -TCGA-SX-A71U-01 Primary Solid Tumor KIRP -TCGA-SX-A71V-01 Primary Solid Tumor KIRP -TCGA-SX-A71W-01 Primary Solid Tumor KIRP -TCGA-SX-A7SL-01 Primary Solid Tumor KIRP -TCGA-SX-A7SM-01 Primary Solid Tumor KIRP -TCGA-SX-A7SN-01 Primary Solid Tumor KIRP -TCGA-SX-A7SO-01 Primary Solid Tumor KIRP -TCGA-SX-A7SP-01 Primary Solid Tumor KIRP -TCGA-SX-A7SQ-01 Primary Solid Tumor KIRP -TCGA-SX-A7SR-01 Primary Solid Tumor KIRP -TCGA-SX-A7SS-01 Primary Solid Tumor KIRP -TCGA-SX-A7SU-01 Primary Solid Tumor KIRP -TCGA-SY-A9G0-01 Primary Solid Tumor BLCA -TCGA-SY-A9G5-01 Primary Solid Tumor BLCA -TCGA-T1-A6J8-01 Primary Solid Tumor LIHC -TCGA-T2-A6WX-01 Primary Solid Tumor HNSC -TCGA-T2-A6WZ-01 Primary Solid Tumor HNSC -TCGA-T2-A6X0-01 Primary Solid Tumor HNSC -TCGA-T2-A6X2-01 Primary Solid Tumor HNSC -TCGA-T3-A92M-01 Primary Solid Tumor HNSC -TCGA-T3-A92N-01 Primary Solid Tumor HNSC -TCGA-T7-A92I-01 Primary Solid Tumor KIRC -TCGA-T9-A92H-01 Primary Solid Tumor COAD -TCGA-TK-A8OK-01 Primary Solid Tumor PRAD -TCGA-TM-A7C3-01 Primary Solid Tumor LGG -TCGA-TM-A7C4-01 Primary Solid Tumor LGG -TCGA-TM-A7C5-01 Primary Solid Tumor LGG -TCGA-TM-A7CA-01 Primary Solid Tumor LGG -TCGA-TM-A7CF-01 Primary Solid Tumor LGG -TCGA-TM-A7CF-02 Recurrent Solid Tumor LGG -TCGA-TM-A84B-01 Primary Solid Tumor LGG -TCGA-TM-A84C-01 Primary Solid Tumor LGG -TCGA-TM-A84F-01 Primary Solid Tumor LGG -TCGA-TM-A84G-01 Primary Solid Tumor LGG -TCGA-TM-A84H-01 Primary Solid Tumor LGG -TCGA-TM-A84I-01 Primary Solid Tumor LGG -TCGA-TM-A84J-01 Primary Solid Tumor LGG -TCGA-TM-A84L-01 Primary Solid Tumor LGG -TCGA-TM-A84M-01 Primary Solid Tumor LGG -TCGA-TM-A84O-01 Primary Solid Tumor LGG -TCGA-TM-A84Q-01 Primary Solid Tumor LGG -TCGA-TM-A84R-01 Primary Solid Tumor LGG -TCGA-TM-A84S-01 Primary Solid Tumor LGG -TCGA-TM-A84T-01 Primary Solid Tumor LGG -TCGA-TN-A7HI-01 Primary Solid Tumor HNSC -TCGA-TN-A7HJ-01 Primary Solid Tumor HNSC -TCGA-TN-A7HL-01 Primary Solid Tumor HNSC -TCGA-TP-A8TT-01 Primary Solid Tumor PRAD -TCGA-TP-A8TV-01 Primary Solid Tumor PRAD -TCGA-TQ-A7RF-01 Primary Solid Tumor LGG -TCGA-TQ-A7RG-01 Primary Solid Tumor LGG -TCGA-TQ-A7RH-01 Primary Solid Tumor LGG -TCGA-TQ-A7RI-01 Primary Solid Tumor LGG -TCGA-TQ-A7RJ-01 Primary Solid Tumor LGG -TCGA-TQ-A7RK-01 Primary Solid Tumor LGG -TCGA-TQ-A7RK-02 Recurrent Solid Tumor LGG -TCGA-TQ-A7RM-01 Primary Solid Tumor LGG -TCGA-TQ-A7RN-01 Primary Solid Tumor LGG -TCGA-TQ-A7RO-01 Primary Solid Tumor LGG -TCGA-TQ-A7RP-01 Primary Solid Tumor LGG -TCGA-TQ-A7RQ-01 Primary Solid Tumor LGG -TCGA-TQ-A7RR-01 Primary Solid Tumor LGG -TCGA-TQ-A7RS-01 Primary Solid Tumor LGG -TCGA-TQ-A7RU-01 Primary Solid Tumor LGG -TCGA-TQ-A7RV-01 Primary Solid Tumor LGG -TCGA-TQ-A7RV-02 Recurrent Solid Tumor LGG -TCGA-TQ-A7RW-01 Primary Solid Tumor LGG -TCGA-TQ-A8XE-01 Primary Solid Tumor LGG -TCGA-TQ-A8XE-02 Recurrent Solid Tumor LGG -TCGA-TS-A7OU-01 Primary Solid Tumor MESO -TCGA-TS-A7OY-01 Primary Solid Tumor MESO -TCGA-TS-A7OZ-01 Primary Solid Tumor MESO -TCGA-TS-A7P0-01 Primary Solid Tumor MESO -TCGA-TS-A7P1-01 Primary Solid Tumor MESO -TCGA-TS-A7P3-01 Primary Solid Tumor MESO -TCGA-TS-A7P6-01 Primary Solid Tumor MESO -TCGA-TS-A7P7-01 Primary Solid Tumor MESO -TCGA-TS-A7P8-01 Primary Solid Tumor MESO -TCGA-TS-A7PB-01 Primary Solid Tumor MESO -TCGA-TS-A8AF-01 Primary Solid Tumor MESO -TCGA-TS-A8AI-01 Primary Solid Tumor MESO -TCGA-TS-A8AS-01 Primary Solid Tumor MESO -TCGA-TS-A8AV-01 Primary Solid Tumor MESO -TCGA-TS-A8AY-01 Primary Solid Tumor MESO -TCGA-TT-A6YJ-01 Primary Solid Tumor PCPG -TCGA-TT-A6YK-01 Primary Solid Tumor PCPG -TCGA-TT-A6YN-01 Primary Solid Tumor PCPG -TCGA-TT-A6YO-01 Primary Solid Tumor PCPG -TCGA-TT-A6YP-01 Primary Solid Tumor PCPG -TCGA-UB-A7MA-01 Primary Solid Tumor LIHC -TCGA-UB-A7MB-01 Primary Solid Tumor LIHC -TCGA-UB-A7MC-01 Primary Solid Tumor LIHC -TCGA-UB-A7MD-01 Primary Solid Tumor LIHC -TCGA-UB-A7ME-01 Primary Solid Tumor LIHC -TCGA-UB-A7MF-01 Primary Solid Tumor LIHC -TCGA-UB-AA0U-01 Primary Solid Tumor LIHC -TCGA-UB-AA0V-01 Primary Solid Tumor LIHC -TCGA-UC-A7PD-01 Primary Solid Tumor CESC -TCGA-UC-A7PF-01 Primary Solid Tumor CESC -TCGA-UC-A7PG-01 Primary Solid Tumor CESC -TCGA-UC-A7PG-06 Metastatic CESC -TCGA-UC-A7PI-01 Primary Solid Tumor CESC -TCGA-UD-AABY-01 Primary Solid Tumor MESO -TCGA-UD-AABZ-01 Primary Solid Tumor MESO -TCGA-UD-AAC1-01 Primary Solid Tumor MESO -TCGA-UD-AAC4-01 Primary Solid Tumor MESO -TCGA-UD-AAC5-01 Primary Solid Tumor MESO -TCGA-UD-AAC6-01 Primary Solid Tumor MESO -TCGA-UD-AAC7-01 Primary Solid Tumor MESO -TCGA-UE-A6QT-01 Primary Solid Tumor SARC -TCGA-UE-A6QU-01 Primary Solid Tumor SARC -TCGA-UF-A718-01 Primary Solid Tumor HNSC -TCGA-UF-A719-01 Primary Solid Tumor HNSC -TCGA-UF-A71A-01 Primary Solid Tumor HNSC -TCGA-UF-A71A-06 Metastatic HNSC -TCGA-UF-A71B-01 Primary Solid Tumor HNSC -TCGA-UF-A71D-01 Primary Solid Tumor HNSC -TCGA-UF-A71E-01 Primary Solid Tumor HNSC -TCGA-UF-A7J9-01 Primary Solid Tumor HNSC -TCGA-UF-A7JA-01 Primary Solid Tumor HNSC -TCGA-UF-A7JC-01 Primary Solid Tumor HNSC -TCGA-UF-A7JD-01 Primary Solid Tumor HNSC -TCGA-UF-A7JF-01 Primary Solid Tumor HNSC -TCGA-UF-A7JH-01 Primary Solid Tumor HNSC -TCGA-UF-A7JJ-01 Primary Solid Tumor HNSC -TCGA-UF-A7JK-01 Primary Solid Tumor HNSC -TCGA-UF-A7JO-01 Primary Solid Tumor HNSC -TCGA-UF-A7JS-01 Primary Solid Tumor HNSC -TCGA-UF-A7JT-01 Primary Solid Tumor HNSC -TCGA-UF-A7JV-01 Primary Solid Tumor HNSC -TCGA-UL-AAZ6-01 Primary Solid Tumor BRCA -TCGA-UN-AAZ9-01 Primary Solid Tumor KIRP -TCGA-UP-A6WW-01 Primary Solid Tumor HNSC -TCGA-US-A774-01 Primary Solid Tumor PAAD -TCGA-US-A776-01 Primary Solid Tumor PAAD -TCGA-US-A779-01 Primary Solid Tumor PAAD -TCGA-US-A77E-01 Primary Solid Tumor PAAD -TCGA-US-A77G-01 Primary Solid Tumor PAAD -TCGA-US-A77J-01 Primary Solid Tumor PAAD -TCGA-UT-A88C-01 Primary Solid Tumor MESO -TCGA-UT-A88D-01 Primary Solid Tumor MESO -TCGA-UT-A88E-01 Primary Solid Tumor MESO -TCGA-UT-A88G-01 Primary Solid Tumor MESO -TCGA-UT-A97Y-01 Primary Solid Tumor MESO -TCGA-UU-A93S-01 Primary Solid Tumor BRCA -TCGA-UY-A78K-01 Primary Solid Tumor BLCA -TCGA-UY-A78L-01 Primary Solid Tumor BLCA -TCGA-UY-A78M-01 Primary Solid Tumor BLCA -TCGA-UY-A78N-01 Primary Solid Tumor BLCA -TCGA-UY-A78O-01 Primary Solid Tumor BLCA -TCGA-UY-A78P-01 Primary Solid Tumor BLCA -TCGA-UY-A8OB-01 Primary Solid Tumor BLCA -TCGA-UY-A8OC-01 Primary Solid Tumor BLCA -TCGA-UY-A8OD-01 Primary Solid Tumor BLCA -TCGA-UY-A9PA-01 Primary Solid Tumor BLCA -TCGA-UY-A9PB-01 Primary Solid Tumor BLCA -TCGA-UY-A9PD-01 Primary Solid Tumor BLCA -TCGA-UY-A9PE-01 Primary Solid Tumor BLCA -TCGA-UY-A9PF-01 Primary Solid Tumor BLCA -TCGA-UY-A9PH-01 Primary Solid Tumor BLCA -TCGA-UZ-A9PJ-01 Primary Solid Tumor KIRP -TCGA-UZ-A9PK-01 Primary Solid Tumor KIRP -TCGA-UZ-A9PL-01 Primary Solid Tumor KIRP -TCGA-UZ-A9PM-01 Primary Solid Tumor KIRP -TCGA-UZ-A9PN-01 Primary Solid Tumor KIRP -TCGA-UZ-A9PO-01 Primary Solid Tumor KIRP -TCGA-UZ-A9PP-01 Primary Solid Tumor KIRP -TCGA-UZ-A9PQ-01 Primary Solid Tumor KIRP -TCGA-UZ-A9PR-01 Primary Solid Tumor KIRP -TCGA-UZ-A9PS-01 Primary Solid Tumor KIRP -TCGA-UZ-A9PS-05 Additional - New Primary KIRP -TCGA-UZ-A9PU-01 Primary Solid Tumor KIRP -TCGA-UZ-A9PV-01 Primary Solid Tumor KIRP -TCGA-UZ-A9PX-01 Primary Solid Tumor KIRP -TCGA-UZ-A9PZ-01 Primary Solid Tumor KIRP -TCGA-UZ-A9Q0-01 Primary Solid Tumor KIRP -TCGA-UZ-A9Q1-01 Primary Solid Tumor KIRP -TCGA-V1-A8MF-01 Primary Solid Tumor PRAD -TCGA-V1-A8MG-01 Primary Solid Tumor PRAD -TCGA-V1-A8MJ-01 Primary Solid Tumor PRAD -TCGA-V1-A8MK-01 Primary Solid Tumor PRAD -TCGA-V1-A8ML-01 Primary Solid Tumor PRAD -TCGA-V1-A8MM-01 Primary Solid Tumor PRAD -TCGA-V1-A8MU-01 Primary Solid Tumor PRAD -TCGA-V1-A8WL-01 Primary Solid Tumor PRAD -TCGA-V1-A8WN-01 Primary Solid Tumor PRAD -TCGA-V1-A8WS-01 Primary Solid Tumor PRAD -TCGA-V1-A8WV-01 Primary Solid Tumor PRAD -TCGA-V1-A8WW-01 Primary Solid Tumor PRAD -TCGA-V1-A8X3-01 Primary Solid Tumor PRAD -TCGA-V1-A9O5-01 Primary Solid Tumor PRAD -TCGA-V1-A9O5-06 Metastatic PRAD -TCGA-V1-A9O7-01 Primary Solid Tumor PRAD -TCGA-V1-A9O9-01 Primary Solid Tumor PRAD -TCGA-V1-A9OA-01 Primary Solid Tumor PRAD -TCGA-V1-A9OF-01 Primary Solid Tumor PRAD -TCGA-V1-A9OH-01 Primary Solid Tumor PRAD -TCGA-V1-A9OL-01 Primary Solid Tumor PRAD -TCGA-V1-A9OQ-01 Primary Solid Tumor PRAD -TCGA-V1-A9OT-01 Primary Solid Tumor PRAD -TCGA-V1-A9OX-01 Primary Solid Tumor PRAD -TCGA-V1-A9OY-01 Primary Solid Tumor PRAD -TCGA-V1-A9Z7-01 Primary Solid Tumor PRAD -TCGA-V1-A9Z8-01 Primary Solid Tumor PRAD -TCGA-V1-A9Z9-01 Primary Solid Tumor PRAD -TCGA-V1-A9ZG-01 Primary Solid Tumor PRAD -TCGA-V1-A9ZI-01 Primary Solid Tumor PRAD -TCGA-V1-A9ZK-01 Primary Solid Tumor PRAD -TCGA-V1-A9ZR-01 Primary Solid Tumor PRAD -TCGA-V3-A9ZX-01 Primary Solid Tumor UVM -TCGA-V3-A9ZY-01 Primary Solid Tumor UVM -TCGA-V4-A9E5-01 Primary Solid Tumor UVM -TCGA-V4-A9E7-01 Primary Solid Tumor UVM -TCGA-V4-A9E8-01 Primary Solid Tumor UVM -TCGA-V4-A9E9-01 Primary Solid Tumor UVM -TCGA-V4-A9EA-01 Primary Solid Tumor UVM -TCGA-V4-A9EC-01 Primary Solid Tumor UVM -TCGA-V4-A9ED-01 Primary Solid Tumor UVM -TCGA-V4-A9EE-01 Primary Solid Tumor UVM -TCGA-V4-A9EF-01 Primary Solid Tumor UVM -TCGA-V4-A9EH-01 Primary Solid Tumor UVM -TCGA-V4-A9EI-01 Primary Solid Tumor UVM -TCGA-V4-A9EJ-01 Primary Solid Tumor UVM -TCGA-V4-A9EK-01 Primary Solid Tumor UVM -TCGA-V4-A9EL-01 Primary Solid Tumor UVM -TCGA-V4-A9EM-01 Primary Solid Tumor UVM -TCGA-V4-A9EO-01 Primary Solid Tumor UVM -TCGA-V4-A9EQ-01 Primary Solid Tumor UVM -TCGA-V4-A9ES-01 Primary Solid Tumor UVM -TCGA-V4-A9ET-01 Primary Solid Tumor UVM -TCGA-V4-A9EU-01 Primary Solid Tumor UVM -TCGA-V4-A9EV-01 Primary Solid Tumor UVM -TCGA-V4-A9EW-01 Primary Solid Tumor UVM -TCGA-V4-A9EX-01 Primary Solid Tumor UVM -TCGA-V4-A9EY-01 Primary Solid Tumor UVM -TCGA-V4-A9EZ-01 Primary Solid Tumor UVM -TCGA-V4-A9F0-01 Primary Solid Tumor UVM -TCGA-V4-A9F1-01 Primary Solid Tumor UVM -TCGA-V4-A9F2-01 Primary Solid Tumor UVM -TCGA-V4-A9F3-01 Primary Solid Tumor UVM -TCGA-V4-A9F4-01 Primary Solid Tumor UVM -TCGA-V4-A9F5-01 Primary Solid Tumor UVM -TCGA-V4-A9F7-01 Primary Solid Tumor UVM -TCGA-V4-A9F8-01 Primary Solid Tumor UVM -TCGA-V5-A7RB-01 Primary Solid Tumor ESCA -TCGA-V5-A7RC-01 Primary Solid Tumor ESCA -TCGA-V5-A7RC-06 Metastatic ESCA -TCGA-V5-A7RE-01 Primary Solid Tumor ESCA -TCGA-V5-AASV-01 Primary Solid Tumor ESCA -TCGA-V5-AASW-01 Primary Solid Tumor ESCA -TCGA-V5-AASX-01 Primary Solid Tumor ESCA -TCGA-V7-A7HQ-01 Primary Solid Tumor BRCA -TCGA-V9-A7HT-01 Primary Solid Tumor KIRP -TCGA-VB-A8QN-01 Primary Solid Tumor DLBC -TCGA-VD-A8K7-01 Primary Solid Tumor UVM -TCGA-VD-A8K8-01 Primary Solid Tumor UVM -TCGA-VD-A8K9-01 Primary Solid Tumor UVM -TCGA-VD-A8KA-01 Primary Solid Tumor UVM -TCGA-VD-A8KB-01 Primary Solid Tumor UVM -TCGA-VD-A8KD-01 Primary Solid Tumor UVM -TCGA-VD-A8KE-01 Primary Solid Tumor UVM -TCGA-VD-A8KF-01 Primary Solid Tumor UVM -TCGA-VD-A8KG-01 Primary Solid Tumor UVM -TCGA-VD-A8KH-01 Primary Solid Tumor UVM -TCGA-VD-A8KI-01 Primary Solid Tumor UVM -TCGA-VD-A8KJ-01 Primary Solid Tumor UVM -TCGA-VD-A8KK-01 Primary Solid Tumor UVM -TCGA-VD-A8KL-01 Primary Solid Tumor UVM -TCGA-VD-A8KM-01 Primary Solid Tumor UVM -TCGA-VD-A8KN-01 Primary Solid Tumor UVM -TCGA-VD-A8KO-01 Primary Solid Tumor UVM -TCGA-VD-AA8M-01 Primary Solid Tumor UVM -TCGA-VD-AA8N-01 Primary Solid Tumor UVM -TCGA-VD-AA8O-01 Primary Solid Tumor UVM -TCGA-VD-AA8P-01 Primary Solid Tumor UVM -TCGA-VD-AA8Q-01 Primary Solid Tumor UVM -TCGA-VD-AA8R-01 Primary Solid Tumor UVM -TCGA-VD-AA8S-01 Primary Solid Tumor UVM -TCGA-VD-AA8T-01 Primary Solid Tumor UVM -TCGA-VF-A8A8-01 Primary Solid Tumor TGCT -TCGA-VF-A8A9-01 Primary Solid Tumor TGCT -TCGA-VF-A8AA-01 Primary Solid Tumor TGCT -TCGA-VF-A8AB-01 Primary Solid Tumor TGCT -TCGA-VF-A8AC-01 Primary Solid Tumor TGCT -TCGA-VF-A8AD-01 Primary Solid Tumor TGCT -TCGA-VF-A8AE-01 Primary Solid Tumor TGCT -TCGA-VG-A8LO-01 Primary Solid Tumor OV -TCGA-VM-A8C8-01 Primary Solid Tumor LGG -TCGA-VM-A8C9-01 Primary Solid Tumor LGG -TCGA-VM-A8CA-01 Primary Solid Tumor LGG -TCGA-VM-A8CB-01 Primary Solid Tumor LGG -TCGA-VM-A8CD-01 Primary Solid Tumor LGG -TCGA-VM-A8CE-01 Primary Solid Tumor LGG -TCGA-VM-A8CF-01 Primary Solid Tumor LGG -TCGA-VM-A8CH-01 Primary Solid Tumor LGG -TCGA-VN-A88I-01 Primary Solid Tumor PRAD -TCGA-VN-A88K-01 Primary Solid Tumor PRAD -TCGA-VN-A88L-01 Primary Solid Tumor PRAD -TCGA-VN-A88M-01 Primary Solid Tumor PRAD -TCGA-VN-A88N-01 Primary Solid Tumor PRAD -TCGA-VN-A88O-01 Primary Solid Tumor PRAD -TCGA-VN-A88P-01 Primary Solid Tumor PRAD -TCGA-VN-A88Q-01 Primary Solid Tumor PRAD -TCGA-VN-A88R-01 Primary Solid Tumor PRAD -TCGA-VN-A943-01 Primary Solid Tumor PRAD -TCGA-VP-A872-01 Primary Solid Tumor PRAD -TCGA-VP-A875-01 Primary Solid Tumor PRAD -TCGA-VP-A876-01 Primary Solid Tumor PRAD -TCGA-VP-A878-01 Primary Solid Tumor PRAD -TCGA-VP-A879-01 Primary Solid Tumor PRAD -TCGA-VP-A87B-01 Primary Solid Tumor PRAD -TCGA-VP-A87C-01 Primary Solid Tumor PRAD -TCGA-VP-A87D-01 Primary Solid Tumor PRAD -TCGA-VP-A87E-01 Primary Solid Tumor PRAD -TCGA-VP-A87H-01 Primary Solid Tumor PRAD -TCGA-VP-A87J-01 Primary Solid Tumor PRAD -TCGA-VP-A87K-01 Primary Solid Tumor PRAD -TCGA-VP-AA1N-01 Primary Solid Tumor PRAD -TCGA-VQ-A8DT-01 Primary Solid Tumor STAD -TCGA-VQ-A8DU-01 Primary Solid Tumor STAD -TCGA-VQ-A8DV-01 Primary Solid Tumor STAD -TCGA-VQ-A8DZ-01 Primary Solid Tumor STAD -TCGA-VQ-A8E0-01 Primary Solid Tumor STAD -TCGA-VQ-A8E2-01 Primary Solid Tumor STAD -TCGA-VQ-A8E3-01 Primary Solid Tumor STAD -TCGA-VQ-A8E7-01 Primary Solid Tumor STAD -TCGA-VQ-A8P2-01 Primary Solid Tumor STAD -TCGA-VQ-A8P3-01 Primary Solid Tumor STAD -TCGA-VQ-A8P5-01 Primary Solid Tumor STAD -TCGA-VQ-A8P8-01 Primary Solid Tumor STAD -TCGA-VQ-A8PB-01 Primary Solid Tumor STAD -TCGA-VQ-A8PC-01 Primary Solid Tumor STAD -TCGA-VQ-A8PD-01 Primary Solid Tumor STAD -TCGA-VQ-A8PE-01 Primary Solid Tumor STAD -TCGA-VQ-A8PF-01 Primary Solid Tumor STAD -TCGA-VQ-A8PH-01 Primary Solid Tumor STAD -TCGA-VQ-A8PJ-01 Primary Solid Tumor STAD -TCGA-VQ-A8PK-01 Primary Solid Tumor STAD -TCGA-VQ-A8PM-01 Primary Solid Tumor STAD -TCGA-VQ-A8PO-01 Primary Solid Tumor STAD -TCGA-VQ-A8PP-01 Primary Solid Tumor STAD -TCGA-VQ-A8PQ-01 Primary Solid Tumor STAD -TCGA-VQ-A8PU-01 Primary Solid Tumor STAD -TCGA-VQ-A8PX-01 Primary Solid Tumor STAD -TCGA-VQ-A91A-01 Primary Solid Tumor STAD -TCGA-VQ-A91D-01 Primary Solid Tumor STAD -TCGA-VQ-A91E-01 Primary Solid Tumor STAD -TCGA-VQ-A91K-01 Primary Solid Tumor STAD -TCGA-VQ-A91N-01 Primary Solid Tumor STAD -TCGA-VQ-A91Q-01 Primary Solid Tumor STAD -TCGA-VQ-A91S-01 Primary Solid Tumor STAD -TCGA-VQ-A91U-01 Primary Solid Tumor STAD -TCGA-VQ-A91V-01 Primary Solid Tumor STAD -TCGA-VQ-A91W-01 Primary Solid Tumor STAD -TCGA-VQ-A91X-01 Primary Solid Tumor STAD -TCGA-VQ-A91Y-01 Primary Solid Tumor STAD -TCGA-VQ-A91Z-01 Primary Solid Tumor STAD -TCGA-VQ-A922-01 Primary Solid Tumor STAD -TCGA-VQ-A923-01 Primary Solid Tumor STAD -TCGA-VQ-A924-01 Primary Solid Tumor STAD -TCGA-VQ-A925-01 Primary Solid Tumor STAD -TCGA-VQ-A927-01 Primary Solid Tumor STAD -TCGA-VQ-A928-01 Primary Solid Tumor STAD -TCGA-VQ-A92D-01 Primary Solid Tumor STAD -TCGA-VQ-A94O-01 Primary Solid Tumor STAD -TCGA-VQ-A94P-01 Primary Solid Tumor STAD -TCGA-VQ-A94R-01 Primary Solid Tumor STAD -TCGA-VQ-A94T-01 Primary Solid Tumor STAD 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Tumor TGCT -TCGA-XY-A8S2-01 Primary Solid Tumor TGCT -TCGA-XY-A8S3-01 Primary Solid Tumor TGCT -TCGA-XY-A9T9-01 Primary Solid Tumor TGCT -TCGA-Y6-A8TL-01 Primary Solid Tumor PRAD -TCGA-Y6-A9XI-01 Primary Solid Tumor PRAD -TCGA-Y8-A894-01 Primary Solid Tumor KIRP -TCGA-Y8-A895-01 Primary Solid Tumor KIRP -TCGA-Y8-A896-01 Primary Solid Tumor KIRP -TCGA-Y8-A897-01 Primary Solid Tumor KIRP -TCGA-Y8-A898-01 Primary Solid Tumor KIRP -TCGA-Y8-A8RY-01 Primary Solid Tumor KIRP -TCGA-Y8-A8RY-11 Solid Tissue Normal KIRP -TCGA-Y8-A8RZ-01 Primary Solid Tumor KIRP -TCGA-Y8-A8S0-01 Primary Solid Tumor KIRP -TCGA-Y8-A8S1-01 Primary Solid Tumor KIRP -TCGA-YA-A8S7-01 Primary Solid Tumor LIHC -TCGA-YB-A89D-01 Primary Solid Tumor PAAD -TCGA-YB-A89D-11 Solid Tissue Normal PAAD -TCGA-YC-A89H-01 Primary Solid Tumor BLCA -TCGA-YC-A8S6-01 Primary Solid Tumor BLCA -TCGA-YC-A9TC-01 Primary Solid Tumor BLCA -TCGA-YD-A89C-06 Metastatic SKCM -TCGA-YD-A9TA-06 Metastatic SKCM -TCGA-YD-A9TB-06 Metastatic SKCM 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451678 - -ENSG00000224813.2 SEPT14P13 chr1 485032 485211 - -ENSG00000233653.3 CICP7 chr1 487101 489906 + -ENSG00000250575.1 RP4-669L17.8 chr1 491225 493241 - -ENSG00000278757.1 U6 chr1 516376 516479 - -ENSG00000231709.1 RP5-857K21.1 chr1 585989 588453 - -ENSG00000235146.2 RP5-857K21.2 chr1 587629 594768 + -ENSG00000239664.2 RP5-857K21.3 chr1 594453 597498 - -ENSG00000230021.7 RP5-857K21.4 chr1 601436 724707 - -ENSG00000223659.1 RP5-857K21.5 chr1 627377 629010 - -ENSG00000225972.1 MTND1P23 chr1 629062 629433 + -ENSG00000225630.1 MTND2P28 chr1 629640 630683 + -ENSG00000276171.1 AC114498.1 chr1 630896 630958 + -ENSG00000237973.1 RP5-857K21.6 chr1 631074 632616 + -ENSG00000278791.1 MIR6723 chr1 632325 632413 - -ENSG00000229344.1 RP5-857K21.7 chr1 632757 633438 + -ENSG00000240409.1 MTATP8P1 chr1 633535 633741 + -ENSG00000248527.1 MTATP6P1 chr1 633696 634376 + -ENSG00000198744.5 RP5-857K21.11 chr1 634376 634922 + -ENSG00000268663.1 WBP1LP6 chr1 674842 675265 + -ENSG00000273547.1 OR4F16 chr1 685716 686654 - -ENSG00000229376.3 CICP3 chr1 722092 724903 + -ENSG00000224956.5 RP11-206L10.1 chr1 726231 728147 - -ENSG00000235373.1 RP11-206L10.3 chr1 741813 750016 - -ENSG00000223181.1 RNU6-1199P chr1 758233 758336 - -ENSG00000240618.1 RP11-206L10.5 chr1 759032 764925 - -ENSG00000229905.1 RP11-206L10.4 chr1 760911 761989 + -ENSG00000228327.2 RP11-206L10.2 chr1 764857 778626 - -ENSG00000237491.8 RP11-206L10.9 chr1 778770 810060 + -ENSG00000230092.7 RP11-206L10.8 chr1 800879 817712 - -ENSG00000177757.2 FAM87B chr1 817371 819837 + -ENSG00000228794.8 LINC01128 chr1 825138 859446 + -ENSG00000225880.5 LINC00115 chr1 826206 827522 - -ENSG00000230368.2 FAM41C chr1 868071 876903 - -ENSG00000234711.1 TUBB8P11 chr1 873292 874349 + -ENSG00000272438.1 RP11-54O7.16 chr1 904834 915976 + -ENSG00000230699.2 RP11-54O7.1 chr1 911435 914948 + -ENSG00000241180.1 RP11-54O7.2 chr1 914171 914971 + -ENSG00000223764.2 RP11-54O7.3 chr1 916865 921016 - -ENSG00000187634.10 SAMD11 chr1 924880 944581 + -ENSG00000188976.10 NOC2L chr1 944204 959309 - -ENSG00000187961.13 KLHL17 chr1 960587 965715 + -ENSG00000277294.1 AL645608.1 chr1 965110 965166 + -ENSG00000187583.10 PLEKHN1 chr1 966497 975865 + -ENSG00000187642.9 PERM1 chr1 975204 982093 - -ENSG00000272512.1 RP11-54O7.17 chr1 995966 998051 - -ENSG00000188290.10 HES4 chr1 998962 1000172 - -ENSG00000187608.8 ISG15 chr1 1001138 1014541 + -ENSG00000231702.2 RP11-54O7.10 chr1 1008076 1008229 - -ENSG00000224969.1 RP11-54O7.11 chr1 1011997 1013193 - -ENSG00000188157.13 AGRN chr1 1020123 1056118 + -ENSG00000242590.1 RP11-54O7.14 chr1 1055033 1056116 + -ENSG00000217801.9 RP11-465B22.3 chr1 1059734 1069355 + -ENSG00000273443.1 RP11-54O7.18 chr1 1062208 1063288 - -ENSG00000237330.2 RNF223 chr1 1070966 1074307 - -ENSG00000131591.17 C1orf159 chr1 1081818 1116361 - -ENSG00000223823.1 LINC01342 chr1 1137017 1144056 + -ENSG00000207730.2 MIR200B chr1 1167092 1167202 + -ENSG00000207607.2 MIR200A chr1 1167846 1167956 + -ENSG00000198976.1 MIR429 chr1 1169005 1169087 + -ENSG00000272141.1 RP11-465B22.8 chr1 1169357 1170343 + -ENSG00000205231.1 TTLL10-AS1 chr1 1173056 1179555 - -ENSG00000162571.13 TTLL10 chr1 1173884 1197935 + -ENSG00000186891.13 TNFRSF18 chr1 1203508 1206691 - -ENSG00000186827.10 TNFRSF4 chr1 1211326 1214138 - -ENSG00000078808.16 SDF4 chr1 1216908 1232031 - -ENSG00000176022.4 B3GALT6 chr1 1232265 1235041 + -ENSG00000184163.3 FAM132A chr1 1242446 1246722 - -ENSG00000260179.1 RP5-902P8.12 chr1 1249777 1251334 - -ENSG00000160087.20 UBE2J2 chr1 1253909 1273885 - -ENSG00000230415.1 RP5-902P8.10 chr1 1275223 1280420 + -ENSG00000162572.19 SCNN1D chr1 1280436 1292029 + -ENSG00000131584.18 ACAP3 chr1 1292376 1309609 - -ENSG00000278073.1 MIR6726 chr1 1296110 1296170 - -ENSG00000169972.11 PUSL1 chr1 1308567 1311677 + -ENSG00000127054.18 CPSF3L chr1 1311585 1324691 - -ENSG00000274153.1 MIR6727 chr1 1312502 1312566 - -ENSG00000240731.1 RP5-890O3.9 chr1 1317581 1318689 - -ENSG00000224051.6 CPTP chr1 1324756 1328897 + -ENSG00000169962.4 TAS1R3 chr1 1331314 1335306 + -ENSG00000107404.17 DVL1 chr1 1335276 1349350 - -ENSG00000275884.1 MIR6808 chr1 1339650 1339708 - -ENSG00000162576.16 MXRA8 chr1 1352689 1361777 - -ENSG00000175756.13 AURKAIP1 chr1 1373730 1375495 - -ENSG00000223663.2 RP5-890O3.3 chr1 1378666 1379032 + -ENSG00000221978.11 CCNL2 chr1 1385711 1399328 - -ENSG00000224870.6 RP4-758J18.2 chr1 1399522 1402046 + -ENSG00000242485.5 MRPL20 chr1 1401908 1407313 - -ENSG00000264293.2 RN7SL657P chr1 1405460 1405752 - -ENSG00000272455.1 RP4-758J18.13 chr1 1409096 1410618 + -ENSG00000235098.8 ANKRD65 chr1 1418420 1421769 - -ENSG00000225905.1 RP4-758J18.7 chr1 1420245 1422691 + -ENSG00000205116.3 TMEM88B chr1 1426128 1427787 + -ENSG00000225285.1 RP4-758J18.10 chr1 1430539 1434573 - -ENSG00000179403.11 VWA1 chr1 1434861 1442882 + -ENSG00000215915.9 ATAD3C chr1 1449689 1470158 + -ENSG00000160072.19 ATAD3B chr1 1471769 1497848 + -ENSG00000197785.13 ATAD3A chr1 1512151 1534687 + -ENSG00000205090.8 TMEM240 chr1 1535174 1540453 - -ENSG00000160075.11 SSU72 chr1 1541673 1574869 - -ENSG00000215014.4 RP5-832C2.5 chr1 1574975 1577075 + -ENSG00000279244.1 AL645728.1 chr1 1579756 1580046 + -ENSG00000274481.1 RP11-345P4.11 chr1 1583510 1583909 - -ENSG00000280747.1 Metazoa_SRP chr1 1589065 1589350 - -ENSG00000228594.3 C1orf233 chr1 1598012 1600096 - -ENSG00000272106.1 RP11-345P4.9 chr1 1613758 1615795 - -ENSG00000197530.12 MIB2 chr1 1615415 1630610 + -ENSG00000189409.12 MMP23B chr1 1632095 1701810 + -ENSG00000248333.7 CDK11B chr1 1635227 1722818 - -ENSG00000272004.1 RP11-345P4.10 chr1 1659325 1662602 + -ENSG00000189339.11 SLC35E2B chr1 1659529 1692728 - -ENSG00000269737.1 RP11-345P4.7 chr1 1671990 1673411 + -ENSG00000269227.1 RP11-345P4.6 chr1 1673275 1674397 + -ENSG00000215914.4 MMP23A chr1 1699942 1701782 + -ENSG00000008128.22 CDK11A chr1 1702730 1724324 - -ENSG00000268575.1 RP1-283E3.8 chr1 1702736 1737688 - -ENSG00000227775.3 RP1-283E3.4 chr1 1724512 1737251 + -ENSG00000215790.6 SLC35E2 chr1 1724838 1745992 - -ENSG00000008130.15 NADK chr1 1751232 1780457 - -ENSG00000078369.17 GNB1 chr1 1785285 1891117 - -ENSG00000231050.1 RP1-140A9.1 chr1 1891471 1892658 + -ENSG00000169885.9 CALML6 chr1 1914827 1917296 + -ENSG00000178821.12 TMEM52 chr1 1917590 1919273 - -ENSG00000142609.17 CFAP74 chr1 1921951 2003837 - -ENSG00000233542.1 RP11-547D24.1 chr1 2013213 2015530 - -ENSG00000187730.7 GABRD chr1 2019324 2030751 + -ENSG00000226969.1 RP11-547D24.3 chr1 2049203 2050070 - -ENSG00000067606.15 PRKCZ chr1 2050470 2185395 + -ENSG00000271806.1 RP5-892K4.1 chr1 2141084 2145279 - -ENSG00000182873.5 RP11-181G12.2 chr1 2181794 2184389 - -ENSG00000162585.16 FAAP20 chr1 2184461 2212720 - -ENSG00000234396.3 RP11-181G12.4 chr1 2212523 2220738 + -ENSG00000277082.1 AL590822.1 chr1 2222427 2222500 - -ENSG00000157933.9 SKI chr1 2228695 2310119 + -ENSG00000116151.13 MORN1 chr1 2321253 2391707 - -ENSG00000272161.1 RP4-713A8.1 chr1 2326201 2326693 - -ENSG00000269896.2 RP4-740C4.5 chr1 2350414 2352820 - -ENSG00000272420.1 RP4-740C4.7 chr1 2363061 2363628 - -ENSG00000157916.18 RER1 chr1 2391775 2405444 + -ENSG00000157911.9 PEX10 chr1 2403964 2413797 - -ENSG00000149527.17 PLCH2 chr1 2425980 2505530 + -ENSG00000224387.1 RP3-395M20.2 chr1 2492300 2493258 - -ENSG00000229393.1 RP3-395M20.3 chr1 2493437 2494479 - -ENSG00000157881.13 PANK4 chr1 2508533 2526628 - -ENSG00000197921.5 HES5 chr1 2528745 2530245 - -ENSG00000272449.1 RP3-395M20.12 chr1 2546465 2547460 + -ENSG00000238164.6 RP3-395M20.8 chr1 2549920 2557031 - -ENSG00000157873.17 TNFRSF14 chr1 2555639 2565382 + -ENSG00000225931.3 RP3-395M20.7 chr1 2566410 2569888 + -ENSG00000228037.1 RP3-395M20.9 chr1 2581560 2584533 + -ENSG00000157870.14 FAM213B chr1 2586491 2591469 + -ENSG00000142606.15 MMEL1 chr1 2590639 2632990 - -ENSG00000237058.1 RP13-436F16.1 chr1 2632568 2636620 + -ENSG00000215912.10 TTC34 chr1 2635976 2801721 - -ENSG00000233234.1 RP11-740P5.2 chr1 2811850 2812692 - -ENSG00000231630.1 RP11-740P5.3 chr1 2814432 2814998 - -ENSG00000169717.6 ACTRT2 chr1 3021483 3022903 + -ENSG00000177133.10 LINC00982 chr1 3059615 3068437 - -ENSG00000142611.16 PRDM16 chr1 3069168 3438621 + -ENSG00000226286.1 RP1-163G9.2 chr1 3132927 3133709 - -ENSG00000279839.1 RP11-193J6.1 chr1 3205988 3208664 + -ENSG00000272235.1 RP11-22L13.1 chr1 3306636 3310096 - -ENSG00000130762.14 ARHGEF16 chr1 3454426 3481113 + -ENSG00000272088.1 RP11-168F9.2 chr1 3487246 3487627 + -ENSG00000162591.15 MEGF6 chr1 3489920 3611495 - -ENSG00000207776.1 MIR551A chr1 3560695 3560790 - -ENSG00000238260.1 RP11-46F15.2 chr1 3623190 3624743 - -ENSG00000158109.14 TPRG1L chr1 3625002 3630127 + -ENSG00000116213.15 WRAP73 chr1 3630767 3652761 - -ENSG00000078900.14 TP73 chr1 3652520 3736201 + -ENSG00000227589.1 RP5-1092A11.5 chr1 3658938 3668772 - -ENSG00000235131.1 RP5-1092A11.2 chr1 3712200 3714298 - -ENSG00000227372.10 TP73-AS1 chr1 3735601 3747336 - -ENSG00000276189.1 TP73-AS1 chr1 3736943 3737103 + -ENSG00000162592.8 CCDC27 chr1 3752398 3771645 + -ENSG00000235169.7 SMIM1 chr1 3772788 3775982 + -ENSG00000130764.9 LRRC47 chr1 3778558 3796504 - -ENSG00000266075.2 RN7SL574P chr1 3782815 3783111 + -ENSG00000272153.1 RP1-286D6.5 chr1 3785008 3785538 + -ENSG00000116198.12 CEP104 chr1 3812081 3857214 - -ENSG00000169598.15 DFFB chr1 3857267 3885429 + -ENSG00000198912.10 C1orf174 chr1 3889125 3900293 - -ENSG00000236423.5 LINC01134 chr1 3900372 3917225 + -ENSG00000233304.5 LINC01346 chr1 3940613 3955262 + -ENSG00000226374.1 RP13-614K11.2 chr1 3947149 3948980 - -ENSG00000229280.1 EEF1DP6 chr1 4175528 4175899 - -ENSG00000235054.2 RP5-1166F10.1 chr1 4412051 4424687 + -ENSG00000227169.2 RP1-37J18.1 chr1 4551735 4552145 - -ENSG00000232596.1 RP1-37J18.2 chr1 4571548 4583421 + -ENSG00000196581.10 AJAP1 chr1 4654732 4792534 + -ENSG00000277731.1 AL137795.1 chr1 4892068 4892162 - -ENSG00000231510.1 RP11-542C10.1 chr1 5086459 5090899 - -ENSG00000260972.1 RP1-58B11.1 chr1 5492978 5494674 + -ENSG00000264341.1 MIR4417 chr1 5564071 5564143 + -ENSG00000236948.1 RP11-154H17.1 chr1 5587368 5668295 - -ENSG00000216045.2 AL356693.1 chr1 5815871 5815959 - -ENSG00000264101.1 MIR4689 chr1 5862672 5862741 - -ENSG00000131697.17 NPHP4 chr1 5862811 5992473 - -ENSG00000266687.1 AL356261.1 chr1 5893839 5893924 - -ENSG00000069424.14 KCNAB2 chr1 5991466 6101193 + -ENSG00000116254.17 CHD5 chr1 6101793 6180123 - -ENSG00000116251.9 RPL22 chr1 6181269 6209389 - -ENSG00000226944.1 RP1-120G22.11 chr1 6204840 6205780 - -ENSG00000158286.12 RNF207 chr1 6205475 6221299 + -ENSG00000116237.15 ICMT chr1 6221193 6235972 - -ENSG00000225077.2 LINC00337 chr1 6236240 6239444 + -ENSG00000173673.7 HES3 chr1 6244192 6245578 + -ENSG00000158292.6 GPR153 chr1 6247346 6260975 - -ENSG00000097021.19 ACOT7 chr1 6264269 6394391 - -ENSG00000271746.1 RP1-202O8.3 chr1 6393555 6394391 + -ENSG00000069812.11 HES2 chr1 6412418 6424670 - -ENSG00000187017.14 ESPN chr1 6424788 6461370 + -ENSG00000265392.1 MIR4252 chr1 6429834 6429896 - -ENSG00000231868.1 RP1-202O8.2 chr1 6443034 6447006 - -ENSG00000215788.9 TNFRSF25 chr1 6461151 6466195 - -ENSG00000171680.20 PLEKHG5 chr1 6466092 6520061 - -ENSG00000162408.10 NOL9 chr1 6521347 6554535 - -ENSG00000253022.1 RNU6-731P chr1 6540854 6540964 + -ENSG00000229519.2 RP11-58A11.2 chr1 6547905 6548619 + -ENSG00000173662.19 TAS1R1 chr1 6555181 6579757 + -ENSG00000204859.11 ZBTB48 chr1 6580001 6589280 + -ENSG00000162413.16 KLHL21 chr1 6590724 6614607 - -ENSG00000116273.5 PHF13 chr1 6613685 6624033 + -ENSG00000041988.15 THAP3 chr1 6624866 6635586 + -ENSG00000007923.15 DNAJC11 chr1 6634168 6701924 - -ENSG00000228750.5 RP11-242F24.1 chr1 6724637 6730012 + -ENSG00000237436.1 RP11-312B8.1 chr1 6783892 6784843 - -ENSG00000171735.18 CAMTA1 chr1 6785324 7769706 + -ENSG00000227950.1 RP11-312B8.2 chr1 6834333 6834618 - -ENSG00000237365.1 RP11-334N17.1 chr1 7008376 7014279 - -ENSG00000207056.1 RNU1-8P chr1 7219360 7219524 + -ENSG00000280801.1 Z98052.1 chr1 7264193 7264277 + -ENSG00000237402.1 CAMTA1-IT1 chr1 7368942 7370270 + -ENSG00000237728.2 RP3-453P22.2 chr1 7382487 7389754 - -ENSG00000225126.1 RP4-549F15.1 chr1 7441096 7441554 - -ENSG00000270171.1 RP11-338N10.1 chr1 7693124 7694844 - -ENSG00000270035.1 RP11-338N10.2 chr1 7698303 7698872 - -ENSG00000269978.1 RP11-338N10.3 chr1 7700704 7700970 - -ENSG00000049245.12 VAMP3 chr1 7771269 7781432 + -ENSG00000269925.1 RP3-467L1.6 chr1 7776383 7776775 + -ENSG00000049246.14 PER3 chr1 7784320 7845177 + -ENSG00000236266.1 RP3-467L1.4 chr1 7810242 7827342 - -ENSG00000049247.13 UTS2 chr1 7843083 7853512 - -ENSG00000049249.8 TNFRSF9 chr1 7915894 7943165 - -ENSG00000270330.1 RP5-892F13.2 chr1 7942372 7942726 + -ENSG00000116288.12 PARK7 chr1 7954291 7985505 + -ENSG00000200344.1 Y_RNA chr1 7982881 7982983 - -ENSG00000116285.12 ERRFI1 chr1 8004404 8026308 - -ENSG00000238290.1 RP11-431K24.1 chr1 8026738 8122702 + -ENSG00000232848.1 CTA-215D11.4 chr1 8057245 8058463 - -ENSG00000229305.1 RP11-431K24.2 chr1 8189824 8192770 + -ENSG00000200975.1 RNU1-7P chr1 8206434 8206597 - -ENSG00000227634.1 RP11-431K24.3 chr1 8208672 8215210 + -ENSG00000233645.1 RP11-431K24.4 chr1 8218190 8220529 - -ENSG00000251977.1 RNU6-991P chr1 8292157 8292263 - -ENSG00000162426.14 SLC45A1 chr1 8317826 8344167 + -ENSG00000252254.1 Y_RNA chr1 8328067 8328179 + -ENSG00000142599.17 RERE chr1 8352397 8817643 - -ENSG00000232912.5 RP5-1115A15.1 chr1 8424645 8434838 + -ENSG00000221083.1 SNORA77 chr1 8511795 8511919 - -ENSG00000270282.1 RP5-1115A15.2 chr1 8512653 8513021 + -ENSG00000280851.1 AL096855.1 chr1 8512985 8513065 - -ENSG00000234619.1 RPL7P11 chr1 8750430 8751087 + -ENSG00000224315.2 RPL7P7 chr1 8786211 8786913 - -ENSG00000222511.2 Y_RNA chr1 8796571 8796673 - -ENSG00000226545.1 RP4-633I8.3 chr1 8798475 8799506 + -ENSG00000228423.2 RP4-633I8.4 chr1 8805860 8807051 - -ENSG00000229716.2 RPL23AP19 chr1 8831007 8831375 + -ENSG00000074800.13 ENO1 chr1 8861002 8879249 - -ENSG00000280816.1 Metazoa_SRP chr1 8862002 8862260 + -ENSG00000274258.1 MIR6728 chr1 8866502 8866590 - -ENSG00000236269.1 ENO1-IT1 chr1 8875788 8878007 - -ENSG00000230679.1 ENO1-AS1 chr1 8878835 8879894 + -ENSG00000201725.1 RNU6-304P chr1 8883427 8883533 - -ENSG00000238249.2 HMGN2P17 chr1 8893409 8894151 + -ENSG00000232208.2 RP3-477M7.5 chr1 8907393 8907744 - -ENSG00000232663.2 RP3-477M7.6 chr1 8909742 8909904 + -ENSG00000131686.14 CA6 chr1 8945867 8975092 + -ENSG00000265141.2 RN7SL451P chr1 8979576 8979874 - -ENSG00000197241.3 SLC2A7 chr1 9003300 9026345 - -ENSG00000142583.17 SLC2A5 chr1 9035107 9088478 - -ENSG00000252404.1 SCARNA16 chr1 9082696 9082879 + -ENSG00000281506.1 AL158048.1 chr1 9082803 9082880 + -ENSG00000180758.11 GPR157 chr1 9100305 9129170 - -ENSG00000207865.1 MIR34A chr1 9151668 9151777 - -ENSG00000228526.3 RP3-510D11.1 chr1 9182007 9183750 - -ENSG00000234546.2 RP3-510D11.2 chr1 9182204 9192089 + -ENSG00000281937.1 RP3-510D11.4 chr1 9197143 9198906 - -ENSG00000282129.1 RP3-510D11.1 chr1 9202579 9202619 - -ENSG00000049239.12 H6PD chr1 9234775 9271337 + -ENSG00000171621.13 SPSB1 chr1 9292880 9369532 + -ENSG00000252956.1 RNA5SP40 chr1 9437669 9437778 - -ENSG00000235263.1 RP13-392I16.1 chr1 9501092 9503471 - -ENSG00000171612.6 SLC25A33 chr1 9539482 9585179 + -ENSG00000231181.1 RP13-15M17.1 chr1 9576427 9576985 + -ENSG00000188807.12 TMEM201 chr1 9588922 9614873 + -ENSG00000171608.15 PIK3CD chr1 9651732 9729114 + -ENSG00000179840.5 PIK3CD-AS1 chr1 9652610 9654586 - -ENSG00000233268.3 RP11-558F24.2 chr1 9660828 9662626 - -ENSG00000231789.2 PIK3CD-AS2 chr1 9672426 9687555 - -ENSG00000171603.16 CLSTN1 chr1 9729026 9824526 - -ENSG00000271264.1 MZT1P1 chr1 9780822 9781240 + -ENSG00000280113.1 AL357140.1 chr1 9827610 9828258 - -ENSG00000178585.14 CTNNBIP1 chr1 9848276 9910336 - -ENSG00000223989.1 RP11-84A14.5 chr1 9848318 9850154 + -ENSG00000162441.11 LZIC chr1 9922113 9943407 - -ENSG00000228150.1 RP11-84A14.4 chr1 9942923 9949974 + -ENSG00000173614.13 NMNAT1 chr1 9943428 9985501 + -ENSG00000202415.1 RN7SKP269 chr1 9947318 9947636 + -ENSG00000265521.1 MIR5697 chr1 9967381 9967458 + -ENSG00000241326.1 RP11-807G9.2 chr1 9983141 9984568 + -ENSG00000162444.11 RBP7 chr1 9997206 10016020 + -ENSG00000130939.18 UBE4B chr1 10032832 10181239 + -ENSG00000224340.1 RP11-496H15.2 chr1 10054445 10054781 - -ENSG00000233623.2 PGAM1P11 chr1 10058671 10059648 + -ENSG00000201746.1 RNU6-828P chr1 10163268 10163374 + -ENSG00000054523.16 KIF1B chr1 10210805 10381603 + -ENSG00000264881.1 MIR1273D chr1 10227718 10227803 + -ENSG00000199562.1 RNU6-37P chr1 10298966 10299072 + -ENSG00000264501.2 RN7SL731P chr1 10306465 10306757 + -ENSG00000142657.20 PGD chr1 10398592 10420144 + -ENSG00000271989.1 RP4-736L20.3 chr1 10429881 10430677 - -ENSG00000251503.7 APITD1-CORT chr1 10430102 10452153 + -ENSG00000175279.21 APITD1 chr1 10430443 10442809 + -ENSG00000241563.3 CORT chr1 10449719 10451902 + -ENSG00000160049.11 DFFA chr1 10456522 10472526 - -ENSG00000203469.2 RP5-1113E3.3 chr1 10458555 10459338 + -ENSG00000142655.12 PEX14 chr1 10472288 10630758 + -ENSG00000243267.3 RN7SL614P chr1 10616836 10617115 + -ENSG00000130940.14 CASZ1 chr1 10636604 10796650 - -ENSG00000272078.1 RP4-734G22.3 chr1 10639241 10654333 + -ENSG00000225158.2 HSPE1P24 chr1 10895761 10895998 + -ENSG00000175262.14 C1orf127 chr1 10946471 10982037 - -ENSG00000215785.2 CFL1P6 chr1 10990978 10991797 - -ENSG00000264181.1 AL713997.1 chr1 10998176 10998263 - -ENSG00000281322.1 Y_RNA chr1 10999862 10999945 - -ENSG00000120948.15 TARDBP chr1 11012344 11026420 + -ENSG00000277726.4 TARDBP chr1 11012662 11030528 + -ENSG00000009724.16 MASP2 chr1 11026523 11047233 - -ENSG00000271895.2 RP4-635E18.8 chr1 11029659 11030528 + -ENSG00000116649.9 SRM chr1 11054584 11060024 - -ENSG00000171824.13 EXOSC10 chr1 11066618 11099881 - -ENSG00000226849.1 RP4-635E18.7 chr1 11068471 11073097 + -ENSG00000281350.1 Metazoa_SRP chr1 11070091 11070353 + -ENSG00000230337.1 RP4-635E18.6 chr1 11099675 11102100 + -ENSG00000198793.12 MTOR chr1 11106535 11262507 - -ENSG00000225602.5 MTOR-AS1 chr1 11143898 11149537 + -ENSG00000253086.1 RNU6-537P chr1 11152350 11152452 + -ENSG00000171819.4 ANGPTL7 chr1 11189341 11195981 + -ENSG00000207451.1 RNU6-291P chr1 11226254 11226360 + -ENSG00000238173.1 RPL39P6 chr1 11232963 11233112 + -ENSG00000120942.13 UBIAD1 chr1 11273206 11296049 + -ENSG00000238199.1 UBE2V2P3 chr1 11278616 11279351 - -ENSG00000224338.2 RP11-149P14.1 chr1 11425257 11425821 - -ENSG00000204624.7 PTCHD2 chr1 11479166 11537584 + -ENSG00000235643.1 RP1-69M21.2 chr1 11609531 11613355 + -ENSG00000116661.9 FBXO2 chr1 11648367 11655785 - -ENSG00000132879.13 FBXO44 chr1 11654375 11663327 + -ENSG00000116663.10 FBXO6 chr1 11664124 11674354 + -ENSG00000116670.14 MAD2L2 chr1 11674480 11691650 - -ENSG00000162490.6 DRAXIN chr1 11691729 11725857 + -ENSG00000177674.15 AGTRAP chr1 11736084 11754802 + -ENSG00000215910.7 C1orf167 chr1 11761787 11789585 + -ENSG00000177553.6 RP11-56N19.5 chr1 11777077 11779619 - -ENSG00000177000.10 MTHFR chr1 11785723 11806920 - -ENSG00000011021.21 CLCN6 chr1 11806096 11843144 + -ENSG00000242349.5 NPPA-AS1 chr1 11841017 11848079 + -ENSG00000276470.1 NPPA-AS1_1 chr1 11843812 11843984 + -ENSG00000278852.1 NPPA-AS1_2 chr1 11845549 11845697 + -ENSG00000175206.10 NPPA chr1 11845709 11848345 - -ENSG00000275915.1 NPPA-AS1_3 chr1 11847442 11847549 + -ENSG00000120937.8 NPPB chr1 11857464 11858931 - -ENSG00000224904.1 RP5-934G17.6 chr1 11877770 11880406 + -ENSG00000199347.1 RNU5E-1 chr1 11908152 11908271 + -ENSG00000201801.1 RNU5E-4P chr1 11909808 11909927 - -ENSG00000116685.15 KIAA2013 chr1 11919591 11926428 - -ENSG00000083444.16 PLOD1 chr1 11934205 11975538 + -ENSG00000116688.16 MFN2 chr1 11980181 12013514 + -ENSG00000270914.1 RP5-1077B9.5 chr1 12017216 12017308 - -ENSG00000116691.10 MIIP chr1 12019466 12032045 + -ENSG00000202461.1 Y_RNA chr1 12024012 12024124 - -ENSG00000276869.1 MIR6729 chr1 12029158 12029222 + -ENSG00000243539.3 RN7SL649P chr1 12036740 12037014 - -ENSG00000120949.14 TNFRSF8 chr1 12063377 12144207 + -ENSG00000281342.1 Metazoa_SRP chr1 12065002 12065246 - -ENSG00000201135.1 RNU6-777P chr1 12077881 12077984 - -ENSG00000227875.2 RPL23AP89 chr1 12080293 12080547 - -ENSG00000275459.1 MIR7846 chr1 12166943 12167038 + -ENSG00000028137.16 TNFRSF1B chr1 12167003 12209228 + -ENSG00000263676.1 MIR4632 chr1 12191713 12191773 + -ENSG00000225196.2 RP5-1118D24.2 chr1 12220794 12221109 - -ENSG00000252969.1 SNORA70 chr1 12221148 12221271 - -ENSG00000048707.13 VPS13D chr1 12230067 12512047 + -ENSG00000280999.1 AC243836.1 chr1 12481829 12481928 + -ENSG00000239149.1 SNORA59A chr1 12507246 12507397 + -ENSG00000229484.1 RP5-888M10.2 chr1 12527724 12528420 + -ENSG00000162496.8 DHRS3 chr1 12567910 12617731 - -ENSG00000221340.1 RNU6ATAC18P chr1 12569972 12570072 - -ENSG00000276830.1 MIR6730 chr1 12578957 12579023 - -ENSG00000272482.1 RP11-474O21.5 chr1 12618900 12619244 - -ENSG00000204518.2 AADACL4 chr1 12644547 12667086 + -ENSG00000226166.2 RP11-474O21.2 chr1 12692909 12693020 + -ENSG00000188984.11 AADACL3 chr1 12716115 12728759 + -ENSG00000157330.9 C1orf158 chr1 12746215 12763699 + -ENSG00000116726.4 PRAMEF12 chr1 12774841 12777906 + -ENSG00000116721.9 PRAMEF1 chr1 12791397 12796628 + -ENSG00000228338.1 RP5-845O24.8 chr1 12822686 12823159 - -ENSG00000239810.3 PRAMEF11 chr1 12824605 12831410 - -ENSG00000231103.2 RP5-845O24.3 chr1 12838125 12841357 - -ENSG00000179172.8 HNRNPCL1 chr1 12847377 12947578 - -ENSG00000120952.4 PRAMEF2 chr1 12857086 12861909 + -ENSG00000243073.3 PRAMEF4 chr1 12879224 12886201 - -ENSG00000187545.5 PRAMEF10 chr1 12892896 12898270 - -ENSG00000204510.5 PRAMEF7 chr1 12916610 12920482 + -ENSG00000207434.1 RNU6-1072P chr1 12922554 12922660 + -ENSG00000234064.1 RP11-450I1.2 chr1 12926162 12928253 + -ENSG00000232423.5 PRAMEF6 chr1 12938472 13056491 - -ENSG00000274178.2 CH17-409J4.2 chr1 13029339 13032130 + -ENSG00000274764.4 WI2-3308P17.2 chr1 13049476 13155947 - -ENSG00000280267.3 PRAMEF26 chr1 13049476 13158092 - -ENSG00000229571.6 PRAMEF26 chr1 13060853 13077884 + -ENSG00000277058.2 HNRNPCL3 chr1 13060869 13062229 + -ENSG00000277862.1 WI2-2994D6.1 chr1 13095179 13097971 - -ENSG00000236179.1 RP13-221M14.4 chr1 13104403 13105689 - -ENSG00000275774.2 HNRNPCL2 chr1 13115496 13116854 - -ENSG00000229978.1 RP13-221M14.3 chr1 13128818 13131615 + -ENSG00000233336.1 RP13-221M14.2 chr1 13146981 13147460 - -ENSG00000179412.10 HNRNPCL4 chr1 13164586 13165467 - -ENSG00000204505.4 PRAMEF25 chr1 13172455 13179464 + -ENSG00000279169.1 PRAMEF13 chr1 13196823 13199589 - -ENSG00000279804.1 PRAMEF18 chr1 13222695 13226133 - -ENSG00000250894.1 RP11-450I1.4 chr1 13245863 13248652 + -ENSG00000270601.4 PRAMEF5 chr1 13254212 13263314 + -ENSG00000231219.1 RP11-219C24.8 chr1 13273539 13275627 - -ENSG00000207511.1 RNU6-771P chr1 13279125 13279231 - -ENSG00000182330.10 PRAMEF8 chr1 13281035 13285174 - -ENSG00000204501.6 PRAMEF15 chr1 13303509 13322598 + -ENSG00000237700.1 RP11-219C24.6 chr1 13305955 13308887 + -ENSG00000228229.2 RP11-219C24.10 chr1 13324039 13324518 + -ENSG00000204481.7 PRAMEF14 chr1 13342034 13347134 - -ENSG00000204480.7 PRAMEF19 chr1 13369067 13371693 - -ENSG00000204479.4 PRAMEF17 chr1 13389632 13392629 + -ENSG00000204478.9 PRAMEF20 chr1 13410450 13421328 + -ENSG00000162494.5 LRRC38 chr1 13474977 13514048 - -ENSG00000259961.1 RP4-597A16.2 chr1 13513220 13516270 + -ENSG00000215909.3 BRWD1P1 chr1 13555001 13555694 + -ENSG00000162493.16 PDPN chr1 13583465 13617957 + -ENSG00000222952.1 RNA5SP41 chr1 13623184 13623284 - -ENSG00000266358.1 AL359771.1 chr1 13623902 13624002 - -ENSG00000237445.2 CTA-520D8.2 chr1 13657311 13659910 - -ENSG00000253085.1 SCARNA11 chr1 13696070 13696199 - -ENSG00000116731.22 PRDM2 chr1 13700198 13825079 + -ENSG00000252151.1 RNU6-1265P chr1 14124233 14124335 - -ENSG00000231606.1 RP11-344F13.1 chr1 14221891 14223118 - -ENSG00000234593.1 RP4-704D23.1 chr1 14348955 14351023 - -ENSG00000189337.15 KAZN chr1 14598704 15118043 + -ENSG00000280763.1 AL034395.1 chr1 14607334 14607436 - -ENSG00000235829.1 TBCAP2 chr1 14692129 14692613 - -ENSG00000175147.11 TMEM51-AS1 chr1 15111815 15152464 - -ENSG00000171729.13 TMEM51 chr1 15152532 15220480 + -ENSG00000204464.7 C1orf195 chr1 15164344 15171317 - -ENSG00000215720.4 RP1-21O18.3 chr1 15191828 15192845 - -ENSG00000278480.1 RP5-903E17.2 chr1 15226373 15227549 + -ENSG00000142621.19 FHAD1 chr1 15247272 15400283 + -ENSG00000233485.1 RP3-467K16.2 chr1 15326680 15343876 - -ENSG00000236045.1 RP3-467K16.7 chr1 15334166 15335464 - -ENSG00000228140.1 RP3-467K16.4 chr1 15402979 15409433 - -ENSG00000142634.12 EFHD2 chr1 15409895 15430343 + -ENSG00000162438.11 CTRC chr1 15438439 15449242 + -ENSG00000142615.7 CELA2A chr1 15456728 15472091 + -ENSG00000215704.9 CELA2B chr1 15465909 15491400 + -ENSG00000132906.17 CASP9 chr1 15490832 15526534 - -ENSG00000116138.12 DNAJC16 chr1 15526813 15592379 + -ENSG00000251866.1 SCARNA21 chr1 15542165 15542304 + -ENSG00000272510.1 RP4-680D5.8 chr1 15565611 15565956 - -ENSG00000116771.5 AGMAT chr1 15572353 15585110 - -ENSG00000237301.1 RP4-680D5.2 chr1 15586136 15603626 - -ENSG00000235084.3 CHCHD2P6 chr1 15604597 15605043 + -ENSG00000252417.1 RNU7-179P chr1 15608078 15608145 - -ENSG00000236500.1 RP4-680D5.4 chr1 15614643 15614867 - -ENSG00000197312.11 DDI2 chr1 15617500 15669044 + -ENSG00000215695.1 RSC1A1 chr1 15659869 15661722 + -ENSG00000271742.1 RP4-680D5.9 chr1 15682873 15683128 - -ENSG00000116786.11 PLEKHM2 chr1 15684332 15734769 + -ENSG00000264048.1 AL121992.1 chr1 15684472 15684558 + -ENSG00000237938.5 RP11-288I21.1 chr1 15720312 15736896 - -ENSG00000162461.7 SLC25A34 chr1 15736405 15741396 + -ENSG00000224459.1 RP11-169K16.4 chr1 15740051 15749896 - -ENSG00000162460.6 TMEM82 chr1 15742422 15747982 + -ENSG00000162458.12 FBLIM1 chr1 15756607 15786594 + -ENSG00000280788.1 Metazoa_SRP chr1 15763490 15763757 + -ENSG00000224321.1 RP11-169K16.6 chr1 15792796 15793285 + -ENSG00000233954.6 UQCRHL chr1 15807169 15809348 - -ENSG00000178715.8 RP11-169K16.8 chr1 15828232 15828669 + -ENSG00000179743.4 FLJ37453 chr1 15834474 15848147 - -ENSG00000065526.10 SPEN chr1 15847864 15940460 + -ENSG00000270620.1 RP1-134O19.3 chr1 15917698 15917908 - -ENSG00000116809.11 ZBTB17 chr1 15941869 15976132 - -ENSG00000234607.2 RP11-5P18.1 chr1 15969632 15970194 + -ENSG00000231353.1 RP11-5P18.3 chr1 15988182 15988441 + -ENSG00000275503.1 RP11-5P18.11 chr1 15989140 15989375 - -ENSG00000224966.4 TBC1D3P6 chr1 15989871 15994751 + -ENSG00000183888.4 C1orf64 chr1 16004236 16008807 + -ENSG00000233078.1 RP11-5P18.5 chr1 16006160 16006671 - -ENSG00000173641.17 HSPB7 chr1 16014028 16019594 - -ENSG00000186510.11 CLCNKA chr1 16018875 16034050 + -ENSG00000232456.1 RP11-5P18.10 chr1 16035178 16040029 - -ENSG00000184908.17 CLCNKB chr1 16043736 16057308 + -ENSG00000185519.8 FAM131C chr1 16057769 16073632 - -ENSG00000142627.12 EPHA2 chr1 16124337 16156087 - -ENSG00000227959.1 RP11-276H7.2 chr1 16155211 16157329 + -ENSG00000224621.1 RP11-276H7.3 chr1 16159266 16161883 + -ENSG00000234166.1 ARHGEF19-AS1 chr1 16197854 16198357 + -ENSG00000142632.16 ARHGEF19 chr1 16197854 16212609 - -ENSG00000237276.8 ANO7P1 chr1 16215909 16228027 - -ENSG00000132881.11 RSG1 chr1 16231700 16237162 - -ENSG00000233929.1 MT1XP1 chr1 16241213 16241398 - -ENSG00000037637.10 FBXO42 chr1 16246839 16352454 - -ENSG00000055070.16 SZRD1 chr1 16352575 16398145 + -ENSG00000226457.1 RP11-430L17.1 chr1 16369150 16369530 - -ENSG00000187144.11 SPATA21 chr1 16387117 16437424 - -ENSG00000281598.1 AL358794.1 chr1 16408508 16408583 + -ENSG00000157191.19 NECAP2 chr1 16440672 16460078 + -ENSG00000226029.1 RP4-798A10.2 chr1 16460948 16468481 + -ENSG00000080947.14 CROCCP3 chr1 16467436 16499257 - -ENSG00000206652.1 RNU1-1 chr1 16514122 16514285 - -ENSG00000261135.1 RP4-798A10.7 chr1 16514645 16515754 + -ENSG00000224174.2 RP4-798A10.4 chr1 16520694 16521796 + -ENSG00000233421.4 RP5-875O13.1 chr1 16533886 16536172 - -ENSG00000277344.1 RNU1-6P chr1 16534081 16534224 - -ENSG00000268991.2 FAM231C chr1 16539066 16539575 + -ENSG00000225710.1 RP5-875O13.6 chr1 16548651 16552531 - -ENSG00000266584.1 AL355149.1 chr1 16548914 16548987 + -ENSG00000219481.10 NBPF1 chr1 16562319 16613562 - -ENSG00000271732.1 RP5-1182A14.5 chr1 16617391 16617729 + -ENSG00000282056.1 CROCCP2 chr1 16618969 16628650 - -ENSG00000215908.7 CROCCP2 chr1 16629670 16644683 - -ENSG00000186301.8 MST1P2 chr1 16645622 16650289 + -ENSG00000282143.1 RP1-163M9.8 chr1 16656879 16667524 + -ENSG00000207513.1 RNU1-3 chr1 16666785 16666948 - -ENSG00000237847.2 FAM231A chr1 16673003 16673512 + -ENSG00000280114.1 RP5-875O13.7 chr1 16681097 16688749 - -ENSG00000264742.1 AL021920.1 chr1 16681255 16681328 + -ENSG00000236698.1 EIF1AXP1 chr1 16685621 16686055 - -ENSG00000268869.5 ESPNP chr1 16687339 16720157 - -ENSG00000279151.1 RP1-163M9.7 chr1 16701546 16705594 + -ENSG00000279132.1 RP5-1182A14.6 chr1 16733951 16734461 - -ENSG00000282740.1 RP5-1182A14.7 chr1 16739938 16750589 - -ENSG00000058453.16 CROCC chr1 16740273 16972979 + -ENSG00000227684.2 CROCCP4 chr1 16740280 16750968 + -ENSG00000207389.1 RNU1-4 chr1 16740516 16740679 + -ENSG00000186715.10 MST1L chr1 16754910 16770237 - -ENSG00000223643.6 RP11-108M9.1 chr1 16851257 16853129 - -ENSG00000230239.1 RP11-108M9.2 chr1 16855407 16859284 + -ENSG00000263811.1 MIR3675 chr1 16858949 16859021 - -ENSG00000228549.3 RP11-108M9.3 chr1 16870945 16874092 + -ENSG00000277234.1 RNU1-5P chr1 16873708 16873851 + -ENSG00000238142.1 RP11-108M9.4 chr1 16888538 16889649 - -ENSG00000235241.1 RP11-108M9.5 chr1 16889095 16889602 + -ENSG00000207005.1 RNU1-2 chr1 16895980 16896143 + -ENSG00000272426.1 RP11-108M9.6 chr1 16904339 16904776 - -ENSG00000117122.13 MFAP2 chr1 16974502 16980835 - -ENSG00000226526.1 RP1-37C10.3 chr1 16978926 17005091 + -ENSG00000159363.17 ATP13A2 chr1 16985958 17011928 - -ENSG00000117118.9 SDHB chr1 17018722 17054170 - -ENSG00000117115.12 PADI2 chr1 17066761 17119435 - -ENSG00000281330.1 Y_RNA chr1 17158197 17158284 + -ENSG00000204362.5 RP11-380J14.1 chr1 17189783 17197617 + -ENSG00000142623.9 PADI1 chr1 17205126 17246005 + -ENSG00000142619.4 PADI3 chr1 17249098 17284233 + -ENSG00000266634.1 MIR3972 chr1 17277889 17277975 + -ENSG00000159339.13 PADI4 chr1 17308195 17364004 + -ENSG00000280226.1 AC004824.2 chr1 17329012 17331796 - -ENSG00000276747.1 PADI6 chr1 17372196 17401699 + -ENSG00000227751.1 RP1-20B21.4 chr1 17406760 17407382 + -ENSG00000179051.13 RCC2 chr1 17406760 17439724 - -ENSG00000266727.1 AC004824.1 chr1 17413631 17413694 - -ENSG00000074964.16 ARHGEF10L chr1 17539835 17697874 + -ENSG00000236648.1 RP11-473A10.2 chr1 17717687 17749978 + -ENSG00000278471.1 AL136529.1 chr1 17747169 17747222 + -ENSG00000117148.7 ACTL8 chr1 17755313 17827063 + -ENSG00000261781.1 RP11-174G17.2 chr1 18065657 18074412 + -ENSG00000117154.11 IGSF21 chr1 18107746 18378483 + -ENSG00000280222.1 RP11-174G17.3 chr1 18109389 18115861 + -ENSG00000230035.2 RP11-174G17 chr1 18166929 18179346 - -ENSG00000225387.1 RP11-422P22.1 chr1 18385829 18388514 + -ENSG00000179023.8 KLHDC7A chr1 18480982 18486126 + -ENSG00000235282.3 DYNLL1P3 chr1 18513118 18513383 + -ENSG00000225478.2 RP1-8B22.2 chr1 18595414 18595636 + -ENSG00000009709.11 PAX7 chr1 18631006 18748866 + -ENSG00000179002.5 TAS1R2 chr1 18839599 18859682 - -ENSG00000255275.3 RP13-279N23.2 chr1 18849273 18921121 - -ENSG00000159423.16 ALDH4A1 chr1 18871430 18902781 - -ENSG00000265606.1 MIR4695 chr1 18883202 18883275 - -ENSG00000221662.1 MIR1290 chr1 18897071 18897148 - -ENSG00000169991.10 IFFO2 chr1 18904281 18956686 - -ENSG00000272084.1 RP5-1126H10.2 chr1 19072110 19075511 - -ENSG00000127481.14 UBR4 chr1 19074506 19210276 - -ENSG00000230424.1 RP1-43E13.2 chr1 19210501 19240704 + -ENSG00000127463.13 EMC1 chr1 19215664 19251552 - -ENSG00000053372.4 MRTO4 chr1 19251539 19260128 + -ENSG00000211454.13 AKR7L chr1 19265982 19274194 - -ENSG00000162482.4 AKR7A3 chr1 19282558 19289250 - -ENSG00000270728.1 RP4-657E11.10 chr1 19297080 19297903 + -ENSG00000053371.12 AKR7A2 chr1 19303965 19312146 - -ENSG00000200403.1 RNU6-1099P chr1 19305076 19305182 - -ENSG00000040487.12 PQLC2 chr1 19312326 19329300 + -ENSG00000077549.17 CAPZB chr1 19338776 19485539 - -ENSG00000240490.3 RN7SL277P chr1 19424384 19424671 + -ENSG00000201609.1 RNU4-28P chr1 19510593 19510733 + -ENSG00000235185.1 RP5-1056L3.1 chr1 19591802 19596832 - -ENSG00000173436.13 MINOS1 chr1 19596977 19629821 + -ENSG00000270136.5 MINOS1-NBL1 chr1 19596979 19658056 + -ENSG00000226396.1 RP5-1056L3.3 chr1 19608114 19608568 + -ENSG00000158747.13 NBL1 chr1 19640554 19658456 + -ENSG00000158748.3 HTR6 chr1 19665287 19679562 + -ENSG00000162542.13 TMCO4 chr1 19682213 19799945 - -ENSG00000178828.6 RNF186 chr1 19814029 19815278 - -ENSG00000235434.1 RP11-91K11.2 chr1 19814367 19819502 + -ENSG00000169914.5 OTUD3 chr1 19882513 19912945 + -ENSG00000188784.4 PLA2G2E chr1 19920009 19923617 - -ENSG00000242688.3 RN7SL304P chr1 19970969 19971269 + -ENSG00000188257.10 PLA2G2A chr1 19975431 19980416 - -ENSG00000127472.10 PLA2G5 chr1 20028179 20091190 + -ENSG00000117215.14 PLA2G2D chr1 20111939 20119566 - -ENSG00000158786.4 PLA2G2F chr1 20139326 20150386 + -ENSG00000227066.1 RP3-340N1.2 chr1 20154338 20160568 + -ENSG00000187980.6 PLA2G2C chr1 20161253 20177424 - -ENSG00000225986.1 UBXN10-AS1 chr1 20184242 20186486 - -ENSG00000162543.5 UBXN10 chr1 20186085 20196048 + -ENSG00000228105.1 RP3-340N1.6 chr1 20243095 20244655 + -ENSG00000158816.15 VWA5B1 chr1 20290919 20354894 + -ENSG00000226664.1 RP4-745E8.2 chr1 20294211 20323187 - -ENSG00000236963.5 LINC01141 chr1 20360579 20431234 - -ENSG00000226487.1 RP4-749H3.2 chr1 20412304 20413253 - -ENSG00000162545.5 CAMK2N1 chr1 20482391 20486220 - -ENSG00000090432.6 MUL1 chr1 20499448 20508161 - -ENSG00000215520.3 RPS4XP4 chr1 20525989 20526751 + -ENSG00000183114.7 FAM43B chr1 20552439 20555010 + -ENSG00000158825.5 CDA chr1 20588948 20618908 + -ENSG00000158828.5 PINK1 chr1 20633455 20651511 + -ENSG00000273695.1 MIR6084 chr1 20633679 20633788 + -ENSG00000117242.7 PINK1-AS chr1 20642657 20652193 - -ENSG00000244038.9 DDOST chr1 20651767 20661544 - -ENSG00000117245.12 KIF17 chr1 20664014 20718017 - -ENSG00000235432.1 RP5-930J4.5 chr1 20692734 20694013 - -ENSG00000189410.11 SH2D5 chr1 20719732 20732837 - -ENSG00000233069.1 RP5-930J4.2 chr1 20732880 20733952 + -ENSG00000127483.17 HP1BP3 chr1 20742661 20787323 - -ENSG00000075151.19 EIF4G3 chr1 20806292 21176888 - -ENSG00000251914.1 RNU7-200P chr1 20841241 20841302 + -ENSG00000221808.1 MIR1256 chr1 20988314 20988432 - -ENSG00000233072.1 RPS15AP6 chr1 21003550 21003934 - -ENSG00000236073.2 RP11-487E1.2 chr1 21073639 21073753 - -ENSG00000235112.1 HSPE1P27 chr1 21161475 21162081 + -ENSG00000117298.14 ECE1 chr1 21217247 21345504 - -ENSG00000236936.1 RP3-329E20.2 chr1 21266082 21267251 + -ENSG00000231105.1 RP5-1071N3.1 chr1 21293290 21299774 + -ENSG00000236216.5 PPP1R11P1 chr1 21397987 21398362 + -ENSG00000228823.1 RP11-293F5.8 chr1 21411460 21413293 - -ENSG00000236009.1 RP11-293F5.1 chr1 21415898 21417492 + -ENSG00000227001.3 NBPF2P chr1 21424625 21427967 - -ENSG00000187952.9 HS6ST1P1 chr1 21428303 21429536 + -ENSG00000186543.7 CROCCP5 chr1 21434318 21437558 + -ENSG00000142794.18 NBPF3 chr1 21440128 21485005 + -ENSG00000176378.8 PFN1P10 chr1 21459756 21460082 - -ENSG00000162551.13 ALPL chr1 21509372 21578412 + -ENSG00000233431.1 RP11-63N8.3 chr1 21586472 21591187 + -ENSG00000221781.1 AL359815.1 chr1 21592411 21592548 - -ENSG00000076864.19 RAP1GAP chr1 21596215 21669363 - -ENSG00000090686.15 USP48 chr1 21678298 21783606 - -ENSG00000281866.1 U7 chr1 21741140 21741195 + -ENSG00000231978.2 RP11-132G19.3 chr1 21768269 21768575 + -ENSG00000187942.11 LDLRAD2 chr1 21812265 21825221 + -ENSG00000142798.16 HSPG2 chr1 21822245 21937297 - -ENSG00000232037.3 RP11-26H16.1 chr1 21908098 21908580 + -ENSG00000219073.7 CELA3B chr1 21977021 21998642 + -ENSG00000273610.1 RN7SL386P chr1 21987481 21987777 + -ENSG00000201919.1 RNU6-1022P chr1 21987816 21987919 + -ENSG00000142789.19 CELA3A chr1 22001656 22012539 + -ENSG00000278124.1 RN7SL186P chr1 22010650 22010946 + -ENSG00000201273.1 RNU6-776P chr1 22010985 22011088 + -ENSG00000228397.1 RP1-224A6.3 chr1 22023994 22024968 - -ENSG00000218510.5 LINC00339 chr1 22025188 22031223 + -ENSG00000070831.15 CDC42 chr1 22052627 22092946 + -ENSG00000230068.2 CDC42-IT1 chr1 22059197 22064199 + -ENSG00000271428.1 RP1-224A6.8 chr1 22068340 22068827 - -ENSG00000271840.1 RP1-224A6.9 chr1 22100613 22101360 + -ENSG00000162552.14 WNT4 chr1 22117305 22143969 - -ENSG00000266564.1 MIR4418 chr1 22266239 22266300 + -ENSG00000234397.3 RP11-415K20.1 chr1 22322840 22323331 - -ENSG00000279625.1 RP11-415K20.2 chr1 22364630 22366482 - -ENSG00000184677.16 ZBTB40 chr1 22451851 22531157 + -ENSG00000237200.1 ZBTB40-IT1 chr1 22517474 22519708 + -ENSG00000070886.10 EPHA8 chr1 22563564 22603594 + -ENSG00000276835.1 AL158086.1 chr1 22633308 22633416 - -ENSG00000173372.16 C1QA chr1 22636506 22639608 + -ENSG00000159189.11 C1QC chr1 22643630 22648110 + -ENSG00000173369.15 C1QB chr1 22652762 22661538 + -ENSG00000133216.16 EPHB2 chr1 22710839 22921500 + -ENSG00000265422.1 MIR4684 chr1 22719517 22719598 + -ENSG00000216157.2 AL611946.1 chr1 22748817 22748911 - -ENSG00000225952.1 RP11-69E9.1 chr1 22835713 22836849 - -ENSG00000264014.1 MIR4253 chr1 22863159 22863226 - -ENSG00000215906.8 LACTBL1 chr1 22953043 22965338 - -ENSG00000227868.5 C1orf234 chr1 23010834 23015850 - -ENSG00000004487.15 KDM1A chr1 23019448 23083689 + -ENSG00000240553.1 RP1-184J9.2 chr1 23020147 23088058 - -ENSG00000263793.1 MIR3115 chr1 23044305 23044372 + -ENSG00000266802.1 MIR4419A chr1 23057858 23057934 - -ENSG00000169641.13 LUZP1 chr1 23084023 23177808 - -ENSG00000229010.1 RP5-979D14.1 chr1 23140325 23141142 + -ENSG00000206935.1 RNU6-514P chr1 23162704 23162810 + -ENSG00000252578.1 RNU6-135P chr1 23163953 23164053 + -ENSG00000179546.4 HTR1D chr1 23191895 23194729 - -ENSG00000215381.3 RP5-1057J7.1 chr1 23244765 23245224 + -ENSG00000261326.2 LINC01355 chr1 23281309 23286752 - -ENSG00000125944.18 HNRNPR chr1 23303771 23344336 - -ENSG00000125945.14 ZNF436 chr1 23359448 23369442 - -ENSG00000249087.6 ZNF436-AS1 chr1 23368997 23371839 + -ENSG00000201405.1 Y_RNA chr1 23370254 23370346 + -ENSG00000271420.1 RP5-1057J7.7 chr1 23378380 23379029 - -ENSG00000204219.9 TCEA3 chr1 23381061 23424740 - -ENSG00000232482.2 RP4-654C18.1 chr1 23410832 23412146 + -ENSG00000088280.18 ASAP3 chr1 23428563 23484568 - -ENSG00000007968.6 E2F2 chr1 23506430 23531220 - -ENSG00000280791.1 Metazoa_SRP chr1 23538035 23538313 + -ENSG00000235052.1 RP1-150O5.3 chr1 23549139 23550915 - -ENSG00000117318.8 ID3 chr1 23557918 23559794 - -ENSG00000197880.8 MDS2 chr1 23581495 23640568 + -ENSG00000229239.2 RP11-223J15.2 chr1 23670294 23680259 + -ENSG00000142676.12 RPL11 chr1 23691779 23696425 + -ENSG00000011007.12 TCEB3 chr1 23743155 23762059 + -ENSG00000236810.5 TCEB3-AS1 chr1 23760382 23778287 - -ENSG00000057757.9 PITHD1 chr1 23778405 23788232 + -ENSG00000011009.10 LYPLA2 chr1 23790970 23795539 + -ENSG00000117308.14 GALE chr1 23795599 23800804 - -ENSG00000117305.14 HMGCL chr1 23801885 23838620 - -ENSG00000179163.11 FUCA1 chr1 23845077 23868294 - -ENSG00000188822.7 CNR2 chr1 23870526 23913362 - -ENSG00000229106.1 BTBD6P1 chr1 23901471 23902737 - -ENSG00000232557.3 RP11-4M23.3 chr1 23907111 23907885 + -ENSG00000264926.1 MIR378F chr1 23929070 23929147 + -ENSG00000230228.2 RP11-4M23.4 chr1 23949016 23949383 - -ENSG00000189266.11 PNRC2 chr1 23959109 23963462 + -ENSG00000188529.14 SRSF10 chr1 23964804 23980927 - -ENSG00000215905.4 RP11-4M23.7 chr1 24007881 24008519 - -ENSG00000225315.2 RP11-293P20.2 chr1 24040835 24086799 + -ENSG00000142661.18 MYOM3 chr1 24056035 24112175 - -ENSG00000230703.1 RP11-293P20.4 chr1 24066774 24083565 + -ENSG00000142677.3 IL22RA1 chr1 24119771 24143121 - -ENSG00000185436.11 IFNLR1 chr1 24154157 24187959 - -ENSG00000230023.2 RP11-10N16.2 chr1 24200240 24211693 + -ENSG00000221032.3 AL590683.1 chr1 24227917 24228030 + -ENSG00000266511.1 AL590683.2 chr1 24279767 24279855 - -ENSG00000232298.2 RP11-10N16.3 chr1 24307556 24321901 - -ENSG00000158055.15 GRHL3 chr1 24319322 24364482 + -ENSG00000001460.17 STPG1 chr1 24356999 24416934 - -ENSG00000001461.16 NIPAL3 chr1 24415794 24472976 + -ENSG00000117602.11 RCAN3 chr1 24502351 24541040 + -ENSG00000264443.1 RP4-594I10.3 chr1 24538802 24556024 - -ENSG00000184454.6 NCMAP chr1 24556111 24609328 + -ENSG00000227312.2 RP11-496D1.2 chr1 24563627 24563974 + -ENSG00000239106.1 Y_RNA chr1 24625411 24625513 - -ENSG00000133226.16 SRRM1 chr1 24631716 24673267 + -ENSG00000169504.14 CLIC4 chr1 24745357 24844324 + -ENSG00000238482.1 RNU6-1208P chr1 24777873 24777979 - -ENSG00000020633.18 RUNX3 chr1 24899511 24965121 - -ENSG00000278034.1 MIR6731 chr1 24919345 24919416 - -ENSG00000229162.1 RP11-84D1.1 chr1 24961345 24963097 + -ENSG00000261025.1 RP11-84D1.2 chr1 24968423 24970865 - -ENSG00000264371.1 MIR4425 chr1 25023503 25023586 + -ENSG00000233755.1 RP4-799D16.1 chr1 25043707 25113120 - -ENSG00000233419.3 RP4-781L3.1 chr1 25125053 25125454 - -ENSG00000231953.1 RP4-706G24.1 chr1 25208139 25208869 + -ENSG00000117614.9 SYF2 chr1 25222679 25232502 - -ENSG00000117616.17 RSRP1 chr1 25242237 25338213 - -ENSG00000272432.1 RP3-465N24.6 chr1 25247837 25248321 + -ENSG00000261349.1 RP3-465N24.5 chr1 25266102 25267136 - -ENSG00000187010.18 RHD chr1 25272393 25330445 + -ENSG00000224183.1 SDHDP6 chr1 25294164 25294643 - -ENSG00000259984.1 RP11-335G20.7 chr1 25336429 25337465 - -ENSG00000183726.10 TMEM50A chr1 25337917 25362361 + -ENSG00000188672.16 RHCE chr1 25362249 25430192 - -ENSG00000238084.4 RP3-469D22.1 chr1 25398721 25399198 + -ENSG00000204178.9 TMEM57 chr1 25430858 25500209 + -ENSG00000157978.11 LDLRAP1 chr1 25543580 25568886 + -ENSG00000225643.1 RP11-70P17.1 chr1 25581478 25590356 + -ENSG00000117643.14 MAN1C1 chr1 25617468 25786207 + -ENSG00000233478.1 RP1-187B23.1 chr1 25644544 25659111 - -ENSG00000162430.16 SEPN1 chr1 25800176 25818224 + -ENSG00000255054.3 RP1-317E23.6 chr1 25811470 25823744 + -ENSG00000228172.5 RP1-317E23.3 chr1 25816749 25820797 - -ENSG00000117640.17 MTFR1L chr1 25818640 25832942 + -ENSG00000272478.1 RP1-317E23.7 chr1 25831913 25832134 - -ENSG00000127423.10 AUNIP chr1 25831913 25859458 - -ENSG00000236528.1 RP1-125I3.2 chr1 25859613 25863420 + -ENSG00000182749.5 PAQR7 chr1 25861210 25871253 - -ENSG00000207302.1 Y_RNA chr1 25877496 25877605 + -ENSG00000117632.20 STMN1 chr1 25884181 25906991 - -ENSG00000229786.1 SNRPFP2 chr1 25887360 25887610 + -ENSG00000223624.1 RP1-125I3.4 chr1 25888970 25889109 + -ENSG00000264021.1 MIR3917 chr1 25906362 25906454 - -ENSG00000266763.1 AL033528.1 chr1 25911749 25911822 + -ENSG00000158006.13 PAFAH2 chr1 25959767 25998157 - -ENSG00000207237.1 RNU6-110P chr1 25964197 25964300 + -ENSG00000252190.1 SCARNA17 chr1 26006006 26006130 + -ENSG00000252691.1 SCARNA18 chr1 26006216 26006299 + -ENSG00000158008.9 EXTL1 chr1 26019884 26036464 + -ENSG00000158014.14 SLC30A2 chr1 26037252 26046133 - -ENSG00000158022.6 TRIM63 chr1 26051304 26068436 - -ENSG00000265320.1 AL391650.1 chr1 26071578 26071677 + -ENSG00000175087.9 PDIK1L chr1 26111165 26125543 + -ENSG00000197245.4 FAM110D chr1 26159020 26162628 + -ENSG00000142684.7 ZNF593 chr1 26169871 26172060 + -ENSG00000236782.5 RP11-96L14.7 chr1 26169947 26171821 - -ENSG00000142675.17 CNKSR1 chr1 26177403 26189886 + -ENSG00000188782.7 CATSPER4 chr1 26190561 26202968 + -ENSG00000236155.6 RP11-231P20.2 chr1 26209741 26229840 + -ENSG00000278572.1 RP11-231P20.6 chr1 26218581 26220476 - -ENSG00000130695.13 CEP85 chr1 26234153 26279038 + -ENSG00000270733.1 RP11-231P20.5 chr1 26263041 26263398 - -ENSG00000142669.13 SH3BGRL3 chr1 26279176 26281522 + -ENSG00000158062.20 UBXN11 chr1 26281328 26318363 - -ENSG00000169442.8 CD52 chr1 26317957 26320523 + -ENSG00000176092.13 AIM1L chr1 26321859 26354130 - -ENSG00000225854.2 RP11-569G9.7 chr1 26326688 26327033 + -ENSG00000176083.17 ZNF683 chr1 26361634 26374522 - -ENSG00000131914.10 LIN28A chr1 26410778 26429722 + -ENSG00000117682.16 DHDDS chr1 26432282 26471294 + -ENSG00000223583.1 RP3-476K8.4 chr1 26454653 26455187 - -ENSG00000225891.1 RP3-476K8.3 chr1 26462756 26467282 - -ENSG00000198830.10 HMGN2 chr1 26472450 26475972 + -ENSG00000224129.1 DPPA2P2 chr1 26519354 26520250 - -ENSG00000117676.13 RPS6KA1 chr1 26529761 26575030 + -ENSG00000238705.1 MIR1976 chr1 26554542 26554593 + -ENSG00000243905.3 RN7SL679P chr1 26593243 26593546 - -ENSG00000252802.1 Y_RNA chr1 26593940 26594041 - -ENSG00000252429.2 RNU7-29P chr1 26602369 26602432 - -ENSG00000229247.2 RP11-492M19.3 chr1 26640377 26640614 - -ENSG00000238316.1 snoU13 chr1 26642286 26642389 - -ENSG00000235069.2 RP4-785J1.1 chr1 26647447 26647681 + -ENSG00000260063.1 RP5-968P14.2 chr1 26692132 26694131 - -ENSG00000117713.17 ARID1A chr1 26696033 26782104 + -ENSG00000060642.10 PIGV chr1 26787472 26798398 + -ENSG00000241188.3 RN7SL165P chr1 26814822 26815112 + -ENSG00000204160.11 ZDHHC18 chr1 26826710 26857602 + -ENSG00000175793.11 SFN chr1 26863138 26864457 + -ENSG00000226698.1 RP1-50O24.6 chr1 26876133 26878245 + -ENSG00000142751.14 GPN2 chr1 26876133 26890297 - -ENSG00000198746.12 GPATCH3 chr1 26890488 26900466 - -ENSG00000090273.13 NUDC chr1 26900238 26946862 + -ENSG00000131910.4 NR0B2 chr1 26911489 26913966 - -ENSG00000175707.8 KDF1 chr1 26949562 26960406 - -ENSG00000172746.6 RP11-344H11.4 chr1 26980165 26980975 + -ENSG00000224064.1 RP11-344H11.5 chr1 26983628 26984024 + -ENSG00000225294.1 OSTCP2 chr1 26985897 26986340 - -ENSG00000253368.3 TRNP1 chr1 26993707 27000898 + -ENSG00000158246.7 FAM46B chr1 27005020 27012836 - -ENSG00000280403.1 FKSG62 chr1 27064991 27065365 - -ENSG00000090020.10 SLC9A1 chr1 27098815 27166981 - -ENSG00000229985.2 RP11-40H20.5 chr1 27176751 27177277 + -ENSG00000214973.3 CHCHD3P3 chr1 27200834 27201473 - -ENSG00000225159.1 NPM1P39 chr1 27206930 27207796 + -ENSG00000225990.2 SNRPEP7 chr1 27211265 27211484 + -ENSG00000224311.1 RP11-40H20.4 chr1 27229106 27234352 - -ENSG00000142784.15 WDTC1 chr1 27234516 27308633 + -ENSG00000252098.1 Y_RNA chr1 27255464 27255567 - -ENSG00000243659.1 RP11-4K3__A.3 chr1 27311240 27311838 + -ENSG00000186501.14 TMEM222 chr1 27322145 27336400 + -ENSG00000206888.1 RNU6-48P chr1 27325219 27325325 + -ENSG00000241547.1 ACTG1P20 chr1 27325329 27325796 + -ENSG00000281023.1 FO393419.1 chr1 27325470 27325553 + -ENSG00000142765.17 SYTL1 chr1 27342020 27353937 + -ENSG00000142733.14 MAP3K6 chr1 27355184 27366892 - -ENSG00000142748.12 FCN3 chr1 27369112 27374824 - -ENSG00000174950.10 CD164L2 chr1 27379176 27383380 - -ENSG00000231207.1 RP1-144C9.2 chr1 27389468 27390145 + -ENSG00000181773.6 GPR3 chr1 27392644 27395814 + -ENSG00000158195.10 WASF2 chr1 27404226 27490158 - -ENSG00000241169.1 RP4-752I6.1 chr1 27457198 27459582 + -ENSG00000237429.1 RP1-159A19.4 chr1 27525805 27530561 + -ENSG00000126705.13 AHDC1 chr1 27534035 27604431 - -ENSG00000000938.12 FGR chr1 27612064 27635277 - -ENSG00000235912.1 RP1-159A19.3 chr1 27649419 27649610 + -ENSG00000233975.1 RP11-288L9.1 chr1 27660328 27662722 - -ENSG00000126709.14 IFI6 chr1 27666061 27672218 - -ENSG00000225886.3 RP11-288L9.4 chr1 27669468 27703063 + -ENSG00000206767.1 RNU6-949P chr1 27675603 27675709 - -ENSG00000226662.2 CHMP1AP1 chr1 27686810 27687471 - -ENSG00000207095.1 RNU6-424P chr1 27693731 27693835 + -ENSG00000009780.15 FAM76A chr1 27725979 27763122 + -ENSG00000231344.1 RP3-426I6.2 chr1 27739091 27739439 + -ENSG00000230833.1 RPEP3 chr1 27739954 27740629 + -ENSG00000117758.13 STX12 chr1 27773183 27824452 + -ENSG00000269971.1 RP3-426I6.5 chr1 27773858 27774041 + -ENSG00000276889.1 AL020997.1 chr1 27809701 27809788 + -ENSG00000270031.1 RP3-426I6.6 chr1 27819983 27820341 + -ENSG00000223062.1 RNU6-1245P chr1 27824538 27824643 + -ENSG00000117751.17 PPP1R8 chr1 27830778 27851676 + -ENSG00000252947.1 SCARNA1 chr1 27834401 27834566 + -ENSG00000278868.1 AL109927.1 chr1 27850574 27850744 - -ENSG00000130775.15 THEMIS2 chr1 27872543 27886685 + -ENSG00000117748.9 RPA2 chr1 27891524 27914746 - -ENSG00000130768.14 SMPDL3B chr1 27934993 27959157 + -ENSG00000227050.1 RP11-460I13.2 chr1 27938875 27960193 - -ENSG00000158156.7 XKR8 chr1 27959462 27968096 + -ENSG00000158161.15 EYA3 chr1 27970344 28088696 - -ENSG00000238231.2 RP11-460I13.6 chr1 27990158 27990524 - -ENSG00000281570.1 Metazoa_SRP chr1 28001639 28001894 - -ENSG00000240750.3 RN7SL559P chr1 28031884 28032180 - -ENSG00000280526.1 AL137792.1 chr1 28091276 28091381 + -ENSG00000228589.3 SPCS2P4 chr1 28095742 28096422 - -ENSG00000228943.1 RP5-1053E7.2 chr1 28109739 28110298 + -ENSG00000214812.3 RP5-1053E7.3 chr1 28120449 28121321 - -ENSG00000253005.1 RNU6-176P chr1 28142737 28142841 - -ENSG00000169403.11 PTAFR chr1 28147166 28193936 - -ENSG00000126698.10 DNAJC8 chr1 28199456 28233025 - -ENSG00000130770.17 ATPIF1 chr1 28236109 28246906 + -ENSG00000270605.1 RP5-1092A3.4 chr1 28239509 28241453 - -ENSG00000271398.1 RP5-1092A3.5 chr1 28247144 28247568 + -ENSG00000130766.4 SESN2 chr1 28259527 28282491 + -ENSG00000130772.13 MED18 chr1 28329002 28335967 + -ENSG00000204138.12 PHACTR4 chr1 28369582 28500369 + -ENSG00000206779.1 Y_RNA chr1 28422555 28422655 - -ENSG00000229820.2 RP1-308E4.1 chr1 28453541 28453934 + -ENSG00000221216.1 RNU6ATAC27P chr1 28481362 28481480 + -ENSG00000180198.15 RCC1 chr1 28505943 28539300 + -ENSG00000242125.3 SNHG3 chr1 28505980 28510892 + -ENSG00000274266.1 SNORA73A chr1 28507366 28507571 + -ENSG00000200087.1 SNORA73B chr1 28508559 28508762 + -ENSG00000231468.2 PRDX3P2 chr1 28526318 28527227 - -ENSG00000279443.1 RP4-669K10.8 chr1 28544460 28546542 + -ENSG00000180098.9 TRNAU1AP chr1 28553085 28578545 + -ENSG00000197989.13 SNHG12 chr1 28578538 28582983 - -ENSG00000221539.1 SNORD99 chr1 28578749 28578822 - -ENSG00000278274.1 SNORA61 chr1 28579764 28579893 - -ENSG00000273544.1 SNORA44 chr1 28580381 28580512 - -ENSG00000280498.1 SNORA16A chr1 28580920 28581054 - -ENSG00000274582.1 SNORA16A chr1 28580920 28581056 - -ENSG00000120656.11 TAF12 chr1 28589323 28643085 - -ENSG00000188060.6 RAB42 chr1 28592200 28595443 + -ENSG00000229388.1 RP11-442N24__B.1 chr1 28643228 28648581 + -ENSG00000270103.3 RNU11 chr1 28648600 28648730 + -ENSG00000274978.1 RNU11 chr1 28648600 28648733 + -ENSG00000162419.12 GMEB1 chr1 28668732 28719353 + -ENSG00000252777.1 SCARNA24 chr1 28689665 28689794 + -ENSG00000198492.14 YTHDF2 chr1 28736621 28769775 + -ENSG00000116329.10 OPRD1 chr1 28812142 28871267 + -ENSG00000233427.1 RP1-212P9.3 chr1 28870483 28877336 - -ENSG00000199756.1 Y_RNA chr1 28881726 28881835 - -ENSG00000159023.18 EPB41 chr1 28887091 29120046 + -ENSG00000225616.2 RP4-604A21.1 chr1 28982278 28982608 - -ENSG00000206704.1 Y_RNA chr1 28985710 28985810 + -ENSG00000277958.1 Metazoa_SRP chr1 29041199 29041480 + -ENSG00000253304.1 TMEM200B chr1 29119428 29123935 - -ENSG00000225750.1 RP11-242O24.3 chr1 29144494 29146994 - -ENSG00000116350.15 SRSF4 chr1 29147743 29181987 - -ENSG00000277916.1 uc_338 chr1 29171285 29171453 - -ENSG00000116353.15 MECR chr1 29192873 29230942 - -ENSG00000237934.1 RP11-467D18.2 chr1 29223933 29224816 + -ENSG00000060656.19 PTPRU chr1 29236516 29326813 + -ENSG00000221550.2 AL645859.1 chr1 29253573 29253672 - -ENSG00000230523.1 RP3-437I16.1 chr1 29329620 29350114 - -ENSG00000266678.1 AL139151.1 chr1 29432481 29432562 + -ENSG00000225011.4 RP11-810H18.1 chr1 29488193 29496893 - -ENSG00000221126.1 AC092265.1 chr1 29644545 29644678 - -ENSG00000228176.1 RP4-656G21.1 chr1 29708851 29709547 - -ENSG00000222787.1 AL645944.1 chr1 29884902 29885005 + -ENSG00000270927.1 RP11-179G8.1 chr1 29904865 29905357 - -ENSG00000233399.2 RP11-111I12.1 chr1 30013952 30037612 - -ENSG00000233372.1 RP5-893G23.1 chr1 30140263 30141607 + -ENSG00000231251.1 RP3-357I16.1 chr1 30226523 30226615 + -ENSG00000236335.1 RP4-591L5.1 chr1 30409560 30411638 - -ENSG00000231949.1 RP4-591L5.2 chr1 30415825 30421108 + -ENSG00000162510.5 MATN1 chr1 30711277 30723587 - -ENSG00000186056.9 MATN1-AS1 chr1 30718504 30726827 + -ENSG00000162511.7 LAPTM5 chr1 30732469 30757820 - -ENSG00000264773.1 MIR4420 chr1 30739156 30739232 - -ENSG00000280823.1 Metazoa_SRP chr1 30771747 30771987 - -ENSG00000229607.1 RP5-1125N11.1 chr1 30810378 30815553 - -ENSG00000223382.3 RP1-65J11.1 chr1 30824228 30834284 + -ENSG00000222784.1 RN7SKP91 chr1 30843823 30844110 + -ENSG00000235143.1 RP1-65J11.5 chr1 30858158 30860254 + -ENSG00000162512.15 SDC3 chr1 30869467 30908761 - -ENSG00000266210.2 RN7SL371P chr1 30918469 30918735 - -ENSG00000134644.15 PUM1 chr1 30931506 31065991 - -ENSG00000237329.2 RP11-201O14.1 chr1 31036734 31037240 + -ENSG00000232768.1 RP11-201O14.2 chr1 31050872 31051034 + -ENSG00000215900.4 SEPW1P chr1 31094987 31095558 - -ENSG00000225142.2 RP11-490K7.1 chr1 31108188 31108623 - -ENSG00000084628.9 NKAIN1 chr1 31179745 31239554 - -ENSG00000060688.12 SNRNP40 chr1 31259568 31296782 - -ENSG00000229447.2 RP11-490K7.4 chr1 31263245 31263681 - -ENSG00000121766.14 ZCCHC17 chr1 31296982 31364953 + -ENSG00000229044.1 RP11-266K22.2 chr1 31333067 31346799 - -ENSG00000121769.7 FABP3 chr1 31365625 31376850 - -ENSG00000168528.11 SERINC2 chr1 31409565 31434680 + -ENSG00000215899.3 RP11-439L8.2 chr1 31487589 31488930 - -ENSG00000206981.1 RNU6-40P chr1 31497577 31497683 - -ENSG00000260386.5 LINC01225 chr1 31500085 31540885 + -ENSG00000265961.1 Y_RNA chr1 31503631 31503744 - -ENSG00000223907.1 LINC01226 chr1 31518435 31524245 + -ENSG00000260636.1 RP11-439L8.5 chr1 31538044 31540769 + -ENSG00000229167.1 RP11-73M7.1 chr1 31571585 31575573 - -ENSG00000142910.15 TINAGL1 chr1 31576485 31587686 + -ENSG00000121764.11 HCRTR1 chr1 31617686 31632518 + -ENSG00000162517.12 PEF1 chr1 31629862 31644896 - -ENSG00000235790.7 RP11-73M7.6 chr1 31644049 31660162 + -ENSG00000264078.1 RP11-73M7.9 chr1 31644694 31649371 + -ENSG00000084636.17 COL16A1 chr1 31652247 31704319 - -ENSG00000121753.12 ADGRB2 chr1 31727117 31764893 - -ENSG00000266580.1 MIR4254 chr1 31758660 31758735 - -ENSG00000254545.1 RP11-84A19.3 chr1 31789130 31791322 + -ENSG00000134668.12 SPOCD1 chr1 31790422 31816051 - -ENSG00000203620.2 RP11-84A19.2 chr1 31842019 31855568 - -ENSG00000269967.1 RP11-84A19.4 chr1 31851913 31921841 - -ENSG00000184007.17 PTP4A2 chr1 31906421 31944856 - -ENSG00000281319.1 AL136115.1 chr1 31928144 31928300 - -ENSG00000228634.1 RP4-534N18.2 chr1 31933020 31933975 + -ENSG00000121774.17 KHDRBS1 chr1 32013829 32060850 + -ENSG00000203325.3 RP11-277A4.4 chr1 32052291 32073474 - -ENSG00000121775.17 TMEM39B chr1 32072031 32102866 + -ENSG00000266203.1 MIR5585 chr1 32086949 32087007 + -ENSG00000276493.1 Metazoa_SRP chr1 32087523 32087813 - -ENSG00000025800.13 KPNA6 chr1 32108038 32176568 + -ENSG00000250135.1 RP4-622L5.2 chr1 32170733 32176568 + -ENSG00000084652.15 TXLNA chr1 32179686 32198285 + -ENSG00000160050.14 CCDC28B chr1 32200386 32205387 + -ENSG00000224066.1 RP4-622L5.7 chr1 32204769 32206814 - -ENSG00000160051.11 IQCC chr1 32205661 32208687 + -ENSG00000222046.2 DCDC2B chr1 32209094 32216196 + -ENSG00000160055.19 TMEM234 chr1 32214472 32222359 - -ENSG00000084623.11 EIF3I chr1 32221928 32231604 + -ENSG00000220785.7 MTMR9LP chr1 32231658 32241620 - -ENSG00000183615.5 FAM167B chr1 32247233 32248856 + -ENSG00000182866.16 LCK chr1 32251239 32286165 + -ENSG00000277617.1 Metazoa_SRP chr1 32269338 32269597 - -ENSG00000252450.1 Y_RNA chr1 32286452 32286561 - -ENSG00000116478.11 HDAC1 chr1 32292086 32333635 + -ENSG00000175130.6 MARCKSL1 chr1 32333832 32336379 - -ENSG00000233775.1 RP4-811H24.9 chr1 32349194 32350663 - -ENSG00000162526.6 TSSK3 chr1 32351521 32364312 + -ENSG00000225828.1 FAM229A chr1 32361270 32364278 - -ENSG00000160058.18 BSDC1 chr1 32365103 32394731 - -ENSG00000224333.1 GAPDHP20 chr1 32402109 32403115 - -ENSG00000270850.1 RP11-395N6.4 chr1 32421979 32422319 + -ENSG00000229259.1 LRRC37A12P chr1 32423214 32426789 - -ENSG00000263529.2 RN7SL122P chr1 32457835 32458135 + -ENSG00000254553.1 RP1-27O5.3 chr1 32465057 32600792 + -ENSG00000273274.1 ZBTB8B chr1 32465069 32496686 + -ENSG00000160062.14 ZBTB8A chr1 32539427 32605939 + -ENSG00000176261.15 ZBTB8OS chr1 32600172 32650903 - -ENSG00000200591.1 Y_RNA chr1 32639951 32640052 + -ENSG00000162521.18 RBBP4 chr1 32651142 32686211 + -ENSG00000162520.14 SYNC chr1 32680360 32703596 - -ENSG00000224409.1 RP11-114B7.6 chr1 32717734 32725237 - -ENSG00000162522.10 KIAA1522 chr1 32741885 32774970 + -ENSG00000134684.10 YARS chr1 32775237 32818153 - -ENSG00000116497.17 S100PBP chr1 32816767 32858879 + -ENSG00000160097.15 FNDC5 chr1 32862268 32872482 - -ENSG00000121905.9 HPCA chr1 32885994 32898441 + -ENSG00000121900.18 TMEM54 chr1 32894594 32901438 - -ENSG00000116514.16 RNF19B chr1 32936445 32964685 - -ENSG00000278966.2 RP5-1174N9.2 chr1 32973553 32974463 + -ENSG00000217644.5 RP4-803A2.1 chr1 32979947 32980472 + -ENSG00000239670.1 RP4-803A2.2 chr1 32986952 32988233 + -ENSG00000236065.2 RP1-117O3.2 chr1 32987075 33032469 + -ENSG00000004455.16 AK2 chr1 33007940 33080996 - -ENSG00000276645.1 Metazoa_SRP chr1 33029232 33029576 - -ENSG00000142920.16 AZIN2 chr1 33081104 33120530 + -ENSG00000278997.1 RP11-131M11.2 chr1 33141871 33143230 - -ENSG00000116525.13 TRIM62 chr1 33145402 33182059 - -ENSG00000279179.1 RP11-131M11.3 chr1 33162851 33166298 + -ENSG00000160094.14 ZNF362 chr1 33256545 33300719 + -ENSG00000270115.1 RP11-415J8.7 chr1 33261212 33261680 + -ENSG00000184389.9 A3GALT2 chr1 33306766 33321098 - -ENSG00000225313.5 RP11-415J8.3 chr1 33307348 33349245 + -ENSG00000134686.16 PHC2 chr1 33323623 33431052 - -ENSG00000266239.2 AL513327.1 chr1 33332431 33332541 - -ENSG00000222112.1 RN7SKP16 chr1 33336566 33336864 - -ENSG00000233246.1 RP11-415J8.5 chr1 33350352 33363245 + -ENSG00000221225.1 AL138837.1 chr1 33442025 33442111 - -ENSG00000234512.1 TLR12P chr1 33466249 33468954 + -ENSG00000121903.14 ZSCAN20 chr1 33472645 33496507 + -ENSG00000235907.2 RP4-580O19.2 chr1 33512008 33512743 - -ENSG00000121904.17 CSMD2 chr1 33513999 34165842 - -ENSG00000280715.1 AL161643.1 chr1 33732499 33732635 - -ENSG00000227000.2 HSPD1P14 chr1 33838523 33840140 + -ENSG00000176256.10 HMGB4 chr1 33860475 33864791 + -ENSG00000231163.5 CSMD2-AS1 chr1 33868953 33885458 + -ENSG00000201148.1 RNA5SP42 chr1 34112949 34113063 + -ENSG00000142698.14 C1orf94 chr1 34166883 34219131 + -ENSG00000221053.1 AC115286.1 chr1 34175866 34175949 - -ENSG00000270241.1 RP4-657M3.2 chr1 34276859 34277292 - -ENSG00000207941.1 MIR552 chr1 34669599 34669694 - -ENSG00000163866.8 SMIM12 chr1 34712737 34859816 - -ENSG00000189280.3 GJB5 chr1 34755047 34758512 + -ENSG00000189433.5 GJB4 chr1 34759741 34763724 + -ENSG00000255811.1 RP1-34M23.5 chr1 34761426 34788097 - -ENSG00000216162.1 AL121988.1 chr1 34778561 34778644 - -ENSG00000188910.7 GJB3 chr1 34781189 34786369 + -ENSG00000187513.8 GJA4 chr1 34792998 34795747 + -ENSG00000230163.1 RP5-997D16.2 chr1 34850694 34851555 + -ENSG00000116544.11 DLGAP3 chr1 34865436 34929585 - -ENSG00000241014.1 RP11-244H3.1 chr1 34974356 34985313 - -ENSG00000271741.1 RP11-244H3.4 chr1 34981533 35031741 - -ENSG00000243749.1 ZMYM6NB chr1 34981535 34985353 - -ENSG00000163867.16 ZMYM6 chr1 34986165 35031968 - -ENSG00000233940.1 RP11-248I9.2 chr1 35053468 35059271 + -ENSG00000197056.9 ZMYM1 chr1 35059786 35115859 + -ENSG00000228348.1 EFCAB14P1 chr1 35122022 35122484 + -ENSG00000116560.10 SFPQ chr1 35176378 35193148 - -ENSG00000201868.1 Y_RNA chr1 35195969 35196062 + -ENSG00000146463.11 ZMYM4 chr1 35268967 35422058 + -ENSG00000240374.3 RN7SL503P chr1 35292196 35292498 - -ENSG00000201542.1 SNORA62 chr1 35310274 35310425 + -ENSG00000229994.1 RPL5P4 chr1 35350722 35351607 + -ENSG00000227409.1 ZMYM4-AS1 chr1 35358822 35366077 - -ENSG00000278702.1 Metazoa_SRP chr1 35399997 35400319 + -ENSG00000142687.17 KIAA0319L chr1 35433490 35557950 - -ENSG00000236274.1 RP4-728D4.3 chr1 35509742 35511438 + -ENSG00000020129.15 NCDN chr1 35557473 35567274 + -ENSG00000239636.1 RP4-728D4.2 chr1 35569813 35577729 - -ENSG00000116819.6 TFAP2E chr1 35573370 35595328 + -ENSG00000126067.11 PSMB2 chr1 35599544 35641844 - -ENSG00000142686.7 C1orf216 chr1 35713875 35719472 - -ENSG00000092853.13 CLSPN chr1 35720218 35769967 - -ENSG00000232335.1 RP11-435D7.3 chr1 35739389 35743576 + -ENSG00000134698.10 AGO4 chr1 35808172 35857890 + -ENSG00000092847.10 AGO1 chr1 35869808 35929610 + -ENSG00000271164.1 RP4-789D17.4 chr1 35873270 35873752 - -ENSG00000280133.1 RP4-789D17.3 chr1 35925832 35929610 + -ENSG00000271914.1 RP4-789D17.5 chr1 35929720 35930115 - -ENSG00000126070.18 AGO3 chr1 35930718 36072500 + -ENSG00000271554.1 RP4-665N4.8 chr1 35992109 36013630 - -ENSG00000232862.5 RP4-665N4.4 chr1 36080066 36084026 - -ENSG00000092850.11 TEKT2 chr1 36084075 36088275 + -ENSG00000116863.10 ADPRHL2 chr1 36088875 36093932 + -ENSG00000171812.10 COL8A2 chr1 36095236 36125220 - -ENSG00000054116.11 TRAPPC3 chr1 36136570 36156053 - -ENSG00000116871.15 MAP7D1 chr1 36155579 36180849 + -ENSG00000264592.2 RN7SL131P chr1 36191915 36192170 + -ENSG00000054118.13 THRAP3 chr1 36224416 36305357 + -ENSG00000231849.1 UBE2V2P4 chr1 36241898 36242156 - -ENSG00000278491.1 AL360074.1 chr1 36256467 36256559 + -ENSG00000214193.9 SH3D21 chr1 36306387 36324886 + -ENSG00000142694.6 EVA1B chr1 36322031 36324154 - -ENSG00000116883.8 RP11-268J15.5 chr1 36323734 36329221 + -ENSG00000196182.10 STK40 chr1 36339624 36385896 - -ENSG00000181817.5 LSM10 chr1 36391238 36397892 - -ENSG00000222821.1 RNU4-27P chr1 36402721 36402859 - -ENSG00000116885.18 OSCP1 chr1 36415827 36450451 - -ENSG00000201448.1 SNORA63 chr1 36418450 36418578 - -ENSG00000116898.11 MRPS15 chr1 36455718 36464437 - -ENSG00000119535.17 CSF3R chr1 36466043 36483278 - -ENSG00000230214.1 FTLP18 chr1 36630335 36630857 + -ENSG00000281218.1 AL080286.1 chr1 36630807 36630885 - -ENSG00000234481.1 RP4-614N24.1 chr1 36773140 36775768 + -ENSG00000163873.9 GRIK3 chr1 36795527 37034129 - -ENSG00000280570.1 AC117945.1 chr1 36909316 36909416 - -ENSG00000264698.1 MIR4255 chr1 37161563 37161634 + -ENSG00000207328.1 RNU6-636P chr1 37203610 37203716 + -ENSG00000223944.1 RP5-1180C18.1 chr1 37262739 37325100 - -ENSG00000252368.1 RNA5SP43 chr1 37264677 37264786 - -ENSG00000230451.2 RPS29P6 chr1 37330852 37330996 + -ENSG00000233621.1 LINC01137 chr1 37454879 37474411 - -ENSG00000163874.8 ZC3H12A chr1 37474552 37484379 + -ENSG00000278228.1 MIR6732 chr1 37480230 37480289 + -ENSG00000163875.15 MEAF6 chr1 37492575 37514774 - -ENSG00000263675.1 MIR5581 chr1 37500935 37500994 - -ENSG00000163877.9 SNIP1 chr1 37534449 37554302 - -ENSG00000232273.1 FTH1P1 chr1 37544763 37545294 + -ENSG00000237749.4 RP3-423B22.5 chr1 37556247 37556499 + -ENSG00000163879.10 DNALI1 chr1 37556919 37566857 + -ENSG00000134697.12 GNL2 chr1 37566816 37595935 - -ENSG00000169218.13 RSPO1 chr1 37611350 37634923 - -ENSG00000116922.14 C1orf109 chr1 37681570 37692249 - -ENSG00000134690.10 CDCA8 chr1 37692418 37709719 + -ENSG00000183317.16 EPHA10 chr1 37713880 37765133 - -ENSG00000200421.1 Y_RNA chr1 37737955 37738054 - -ENSG00000214141.4 ACTN4P2 chr1 37776670 37779418 + -ENSG00000227416.2 RP11-109P14.2 chr1 37782457 37782885 - -ENSG00000185090.14 MANEAL chr1 37793802 37801137 + -ENSG00000233728.1 RP11-109P14.9 chr1 37799720 37800879 - -ENSG00000196449.3 YRDC chr1 37802944 37808185 - -ENSG00000197982.13 C1orf122 chr1 37806979 37809454 + -ENSG00000188786.9 MTF1 chr1 37809567 37859620 - -ENSG00000235673.1 RP11-109P14.8 chr1 37840986 37841676 + -ENSG00000230955.1 RP11-109P14.10 chr1 37860697 37861580 + -ENSG00000204084.12 INPP5B chr1 37860697 37947057 - -ENSG00000252448.1 SNORA63 chr1 37884237 37884317 + -ENSG00000222282.1 RNU6-584P chr1 37885023 37885117 + -ENSG00000277168.1 Metazoa_SRP chr1 37953508 37953780 + -ENSG00000183431.11 SF3A3 chr1 37956975 37990921 - -ENSG00000212541.1 RNU6-510P chr1 37991462 37991569 + -ENSG00000183386.9 FHL3 chr1 37996770 38005606 - -ENSG00000183520.11 UTP11L chr1 38009258 38024824 + -ENSG00000185668.6 POU3F1 chr1 38043827 38046794 - -ENSG00000224592.5 RP5-884C9.2 chr1 38047314 38119025 + -ENSG00000223589.2 RP5-884C9.3 chr1 38080572 38080911 - -ENSG00000265596.1 MIR3659 chr1 38089231 38089329 + -ENSG00000237290.1 LINC01343 chr1 38209034 38214767 - -ENSG00000275350.1 RP11-329N22.2 chr1 38383838 38384422 - -ENSG00000200796.1 RNU6-753P chr1 38396659 38396765 + -ENSG00000238063.1 RP11-329N22.1 chr1 38475196 38476484 + -ENSG00000215895.4 RP11-334L9.1 chr1 38708931 38710890 + -ENSG00000116954.7 RRAGC chr1 38838198 38859823 - -ENSG00000273637.1 RP5-864K19.7 chr1 38839333 38874494 - -ENSG00000228436.2 RP5-864K19.4 chr1 38860000 38919396 + -ENSG00000214114.8 MYCBP chr1 38862964 38874105 - -ENSG00000274944.4 RP5-864K19.6 chr1 38864501 38881617 - -ENSG00000131233.9 GJA9 chr1 38874451 38881587 - -ENSG00000158315.10 RHBDL2 chr1 38885807 38941799 - -ENSG00000199963.1 RNU6-605P chr1 38926870 38926977 + -ENSG00000207466.1 Y_RNA chr1 38950825 38950925 - -ENSG00000235549.1 EIF1P2 chr1 38958275 38958925 - -ENSG00000174574.15 AKIRIN1 chr1 38991223 39006059 + -ENSG00000168653.10 NDUFS5 chr1 39026318 39034636 + -ENSG00000127603.23 MACF1 chr1 39081316 39487177 + -ENSG00000206654.1 RNU6-608P chr1 39120940 39121043 - -ENSG00000222378.1 RNA5SP44 chr1 39154164 39154296 - -ENSG00000270040.1 RP11-416A14.1 chr1 39206512 39206957 + -ENSG00000226438.1 RP11-420K8.1 chr1 39249838 39257649 - -ENSG00000217897.2 HSPE1P8 chr1 39304294 39304898 - -ENSG00000183682.7 BMP8A chr1 39491646 39525935 + -ENSG00000237624.1 OXCT2P1 chr1 39514956 39516490 + -ENSG00000182109.7 RP11-69E11.4 chr1 39522280 39546187 - -ENSG00000243970.1 PPIEL chr1 39531838 39558707 - -ENSG00000090621.13 PABPC4 chr1 39560816 39576790 - -ENSG00000228060.1 RP11-69E11.8 chr1 39565160 39573203 + -ENSG00000201457.1 SNORA55 chr1 39567374 39567508 - -ENSG00000163909.7 HEYL chr1 39624153 39639945 - -ENSG00000225903.1 RP1-144F13.3 chr1 39633416 39633903 + -ENSG00000116981.3 NT5C1A chr1 39659121 39672038 - -ENSG00000116983.12 HPCAL4 chr1 39678648 39691689 - -ENSG00000084072.16 PPIE chr1 39692182 39763914 + -ENSG00000225333.6 RP1-144F13.4 chr1 39718028 39718595 + -ENSG00000252413.1 RNU7-121P chr1 39723566 39723627 - -ENSG00000116985.10 BMP8B chr1 39757182 39788861 - -ENSG00000198754.5 OXCT2 chr1 39769523 39771348 - -ENSG00000261798.1 RP1-118J21.25 chr1 39788976 39790171 + -ENSG00000229213.1 RP1-118J21.24 chr1 39795843 39795996 - -ENSG00000043514.15 TRIT1 chr1 39841022 39883511 - -ENSG00000202222.1 Y_RNA chr1 39881566 39881678 - -ENSG00000116990.10 MYCL chr1 39895426 39902256 - -ENSG00000236546.1 RP1-118J21.5 chr1 39897745 39899098 + -ENSG00000207356.1 Y_RNA chr1 39944890 39944998 - -ENSG00000168389.17 MFSD2A chr1 39955112 39969968 + -ENSG00000228477.1 RP3-342P20.2 chr1 39962680 39963404 + -ENSG00000131236.16 CAP1 chr1 40040233 40072649 + -ENSG00000131238.16 PPT1 chr1 40072705 40097703 - -ENSG00000226745.2 RP11-115D7.3 chr1 40132764 40133448 + -ENSG00000117000.8 RLF chr1 40161373 40240921 + -ENSG00000207508.1 RNU6-1237P chr1 40177843 40177949 + -ENSG00000188800.5 TMCO2 chr1 40245947 40251691 + -ENSG00000259943.1 RP1-39G22.7 chr1 40256427 40257967 - -ENSG00000084073.8 ZMPSTE24 chr1 40258107 40294184 + -ENSG00000231296.1 RP1-39G22.4 chr1 40262672 40262984 - -ENSG00000049089.13 COL9A2 chr1 40300487 40317816 - -ENSG00000227311.3 RP1-228H13.1 chr1 40333078 40333557 - -ENSG00000084070.11 SMAP2 chr1 40344850 40423326 + -ENSG00000213172.3 RP1-228H13.2 chr1 40364766 40365183 + -ENSG00000187801.14 ZFP69B chr1 40450102 40463718 + -ENSG00000260920.2 RP1-228H13.5 chr1 40464319 40466767 + -ENSG00000279667.1 RP11-656D10.7 chr1 40473055 40474059 + -ENSG00000187815.9 ZFP69 chr1 40477215 40496343 + -ENSG00000238287.1 RP11-656D10.3 chr1 40493157 40508661 - -ENSG00000164002.11 EXO5 chr1 40508741 40516556 + -ENSG00000227278.1 RP11-656D10.5 chr1 40514461 40515057 - -ENSG00000238186.1 RP11-656D10.6 chr1 40515754 40517174 - -ENSG00000117010.15 ZNF684 chr1 40531561 40548169 + -ENSG00000236505.1 RP1-63P18.2 chr1 40563534 40563659 + -ENSG00000233910.1 GTF2F2P2 chr1 40593633 40594353 - -ENSG00000117016.9 RIMS3 chr1 40620679 40665657 - -ENSG00000237899.1 RP4-739H11.3 chr1 40669089 40687588 - -ENSG00000272145.1 NFYC-AS1 chr1 40690380 40692066 - -ENSG00000066136.19 NFYC chr1 40691570 40771603 + -ENSG00000198974.2 MIR30E chr1 40754351 40754463 + -ENSG00000207962.1 MIR30C1 chr1 40757284 40757372 + -ENSG00000117013.14 KCNQ4 chr1 40784012 40840452 + -ENSG00000264582.2 RN7SL326P chr1 40804846 40805141 + -ENSG00000179862.6 CITED4 chr1 40861051 40862366 - -ENSG00000229528.1 RP5-1066H13.4 chr1 40863914 40876670 + -ENSG00000228940.1 RP11-348A7.1 chr1 40938104 40939763 - -ENSG00000273910.1 AL391730.1 chr1 40939661 40939767 + -ENSG00000233118.2 UBE2V1P8 chr1 40942251 40942515 - -ENSG00000171793.13 CTPS1 chr1 40979335 41012565 + -ENSG00000281712.1 AL391730.2 chr1 40984853 40984919 - -ENSG00000281207.1 SLFNL1-AS1 chr1 41014590 41043890 + -ENSG00000171790.15 SLFNL1 chr1 41015597 41023237 - -ENSG00000010803.16 SCMH1 chr1 41027200 41242154 - -ENSG00000215893.3 RPL23AP17 chr1 41098638 41099136 + -ENSG00000235358.1 RP11-399E6.1 chr1 41242373 41284861 + -ENSG00000213987.4 RP11-399E6.2 chr1 41264550 41264862 - -ENSG00000281479.1 AC093151.2 chr1 41332111 41332244 + -ENSG00000204060.5 FOXO6 chr1 41361922 41383590 + -ENSG00000229901.1 RP11-399E6.4 chr1 41375004 41375669 - -ENSG00000252563.1 RNA5SP45 chr1 41466937 41467028 - -ENSG00000127129.9 EDN2 chr1 41478775 41484673 - -ENSG00000127124.13 HIVEP3 chr1 41506365 42035925 - -ENSG00000230881.1 RP11-486B10.3 chr1 41535443 41535868 + -ENSG00000230638.4 RP11-486B10.4 chr1 41542069 41544310 + -ENSG00000264896.1 AL451006.1 chr1 41759141 41759227 + -ENSG00000227538.1 HNRNPFP1 chr1 42040597 42041729 + -ENSG00000228776.2 RP11-319C21.1 chr1 42140635 42141391 + -ENSG00000044012.3 GUCA2B chr1 42153421 42155824 + -ENSG00000197273.3 GUCA2A chr1 42162691 42164718 - -ENSG00000198815.8 FOXJ3 chr1 42176539 42335877 - -ENSG00000227527.2 RP11-223A3.1 chr1 42335386 42338376 - -ENSG00000177181.14 RIMKLA chr1 42380795 42422578 + -ENSG00000235002.1 RP11-157D18.2 chr1 42412398 42412794 - -ENSG00000066185.12 ZMYND12 chr1 42430329 42456267 - -ENSG00000127125.8 PPCS chr1 42456117 42473385 + -ENSG00000186409.14 CCDC30 chr1 42463330 42654664 + -ENSG00000230116.1 RP11-163G10.2 chr1 42491739 42492493 + -ENSG00000236876.3 TMSB4XP1 chr1 42500205 42500339 - -ENSG00000200254.1 RNU6-536P chr1 42569033 42569139 + -ENSG00000236180.2 RP11-163G10.4 chr1 42570970 42571390 + -ENSG00000171960.10 PPIH chr1 42658425 42676758 + -ENSG00000234917.2 RP5-994D16.3 chr1 42678735 42681659 + -ENSG00000065978.17 YBX1 chr1 42682427 42702349 + -ENSG00000164007.10 CLDN19 chr1 42733093 42740254 - -ENSG00000117385.15 P3H1 chr1 42746335 42767084 - -ENSG00000164008.13 C1orf50 chr1 42767269 42794493 + -ENSG00000228452.1 RP5-994D16.9 chr1 42775813 42776790 - -ENSG00000274386.4 RP5-994D16.11 chr1 42787990 42798230 + -ENSG00000177868.11 CCDC23 chr1 42807052 42817252 - -ENSG00000164010.13 ERMAP chr1 42817124 42844989 + -ENSG00000228192.7 RP11-342M1.3 chr1 42834681 42846422 - -ENSG00000164011.17 ZNF691 chr1 42846573 42852477 + -ENSG00000233708.1 RP11-342M1.7 chr1 42886597 42888767 - -ENSG00000237090.1 RP11-342M1.6 chr1 42891094 42892430 - -ENSG00000225099.1 ATP6V1E1P1 chr1 42903232 42903912 + -ENSG00000117394.19 SLC2A1 chr1 42925375 42959173 - -ENSG00000227533.5 SLC2A1-AS1 chr1 42959049 42983358 + -ENSG00000207256.1 RNU6-880P chr1 42991438 42991544 + -ENSG00000277513.1 RP3-393B19.1 chr1 43104086 43104497 + -ENSG00000186973.10 FAM183A chr1 43145153 43156396 + -ENSG00000117395.10 EBNA1BP2 chr1 43164175 43270936 - -ENSG00000243710.7 CFAP57 chr1 43172149 43254358 + -ENSG00000199240.1 RNA5SP46 chr1 43196417 43196536 + -ENSG00000179178.10 TMEM125 chr1 43269994 43274002 + -ENSG00000253313.5 C1orf210 chr1 43281883 43285617 - -ENSG00000066056.13 TIE1 chr1 43300993 43323108 + -ENSG00000117400.14 MPL chr1 43337807 43352772 + -ENSG00000234694.1 RP1-92O14.3 chr1 43354684 43358658 - -ENSG00000117399.13 CDC20 chr1 43358955 43363203 + -ENSG00000066322.12 ELOVL1 chr1 43363397 43368074 - -ENSG00000277622.1 MIR6734 chr1 43364648 43364715 - -ENSG00000159479.16 MED8 chr1 43383917 43389808 - -ENSG00000229431.1 RP1-92O14.6 chr1 43385113 43389155 + -ENSG00000198198.13 SZT2 chr1 43389882 43452650 + -ENSG00000229372.1 SZT2-AS1 chr1 43447776 43448644 - -ENSG00000274975.1 MIR6735 chr1 43448539 43448611 + -ENSG00000178922.16 HYI chr1 43451003 43453989 - -ENSG00000229348.1 HYI-AS1 chr1 43453927 43456995 + -ENSG00000142949.16 PTPRF chr1 43525187 43623666 + -ENSG00000066135.12 KDM4A chr1 43650158 43705515 + -ENSG00000236200.5 KDM4A-AS1 chr1 43699765 43708138 - -ENSG00000126091.19 ST3GAL3 chr1 43705824 43931165 + -ENSG00000229444.1 RP11-184I16.4 chr1 43709392 43727343 - -ENSG00000233674.2 RP11-184I16.3 chr1 43743471 43743741 + -ENSG00000224751.2 SHMT1P1 chr1 43850300 43851611 - -ENSG00000117407.16 ARTN chr1 43933320 43937241 + -ENSG00000237950.1 RP11-7O11.3 chr1 43944370 43946551 - -ENSG00000117408.10 IPO13 chr1 43946939 43968022 + -ENSG00000132768.13 DPH2 chr1 43970000 43973369 + -ENSG00000117410.13 ATP6V0B chr1 43974487 43978295 + -ENSG00000117411.16 B4GALT2 chr1 43978943 43991170 + -ENSG00000159214.12 CCDC24 chr1 43991359 43996528 + -ENSG00000196517.11 SLC6A9 chr1 43991500 44031467 - -ENSG00000230615.6 RP5-1198O20.4 chr1 44030443 44115913 + -ENSG00000227163.2 RP5-1198O20.5 chr1 44087958 44088477 - -ENSG00000271647.1 KRT8P47 chr1 44103306 44104703 - -ENSG00000281534.1 AL139220.1 chr1 44103945 44104079 + -ENSG00000239560.3 RN7SL479P chr1 44117098 44117397 - -ENSG00000171872.4 KLF17 chr1 44118850 44135140 + -ENSG00000233514.1 RP11-570P14.1 chr1 44122153 44122512 - -ENSG00000239275.1 KLF18 chr1 44137842 44138813 - -ENSG00000226804.4 RP4-675G8.3 chr1 44150594 44151753 - -ENSG00000200171.1 Y_RNA chr1 44153385 44153480 - -ENSG00000238037.1 OOSP1P1 chr1 44155028 44155301 - -ENSG00000227994.1 RP5-891H21.1 chr1 44172506 44172719 - -ENSG00000271329.1 RP5-891H21.5 chr1 44187943 44189049 - -ENSG00000178028.13 DMAP1 chr1 44213455 44220681 + -ENSG00000117419.14 ERI3 chr1 44221070 44355260 - -ENSG00000233602.1 ERI3-IT1 chr1 44243408 44244273 - -ENSG00000252146.1 AL390776.1 chr1 44333105 44333178 - -ENSG00000199385.1 RNU6-369P chr1 44390722 44390823 + -ENSG00000187147.17 RNF220 chr1 44405194 44651724 + -ENSG00000263381.1 MIR5584 chr1 44545493 44545552 + -ENSG00000126106.13 TMEM53 chr1 44635238 44674555 - -ENSG00000198520.10 C1orf228 chr1 44674692 44725591 + -ENSG00000199377.1 RNU5F-1 chr1 44721786 44721902 - -ENSG00000200169.1 RNU5D-1 chr1 44731055 44731170 - -ENSG00000142945.12 KIF2C chr1 44739818 44767767 + -ENSG00000225721.5 RP11-269F19.2 chr1 44759037 44775810 - -ENSG00000142937.11 RPS8 chr1 44775251 44778779 + -ENSG00000264294.1 SNORD55 chr1 44775864 44775943 + -ENSG00000200913.1 SNORD46 chr1 44776490 44776593 + -ENSG00000202031.1 SNORD38A chr1 44777843 44777912 + -ENSG00000207421.1 SNORD38B chr1 44778390 44778456 + -ENSG00000281859.1 SNORD38B chr1 44778390 44778458 + -ENSG00000234093.3 RPS15AP11 chr1 44780331 44780715 - -ENSG00000142959.4 BEST4 chr1 44783585 44787705 - -ENSG00000173846.12 PLK3 chr1 44800225 44805990 + -ENSG00000188396.3 TCTEX1D4 chr1 44805913 44806675 - -ENSG00000222009.8 BTBD19 chr1 44808482 44815585 + -ENSG00000117425.13 PTCH2 chr1 44819844 44843063 - -ENSG00000202444.1 RNU5E-6P chr1 44819883 44819997 - -ENSG00000226499.1 RP5-882O7.1 chr1 44843921 44844082 - -ENSG00000070785.16 EIF2B3 chr1 44850522 44986722 - -ENSG00000266294.1 AL136380.1 chr1 44913068 44913172 - -ENSG00000253039.1 RNA5SP47 chr1 44932323 44932431 + -ENSG00000229815.1 CCNB1IP1P1 chr1 44958557 44959395 + -ENSG00000232369.1 RP5-882O7.4 chr1 44988234 44988725 - -ENSG00000268949.1 MRPS17P1 chr1 44988705 44991834 - -ENSG00000126107.14 HECTD3 chr1 45002540 45011329 - -ENSG00000126088.12 UROD chr1 45012147 45015575 + -ENSG00000162415.6 ZSWIM5 chr1 45016399 45306209 - -ENSG00000234315.1 OSTCP5 chr1 45069977 45070429 - -ENSG00000221707.2 AL592294.1 chr1 45232218 45232307 - -ENSG00000281912.1 LINC01144 chr1 45303910 45305619 + -ENSG00000186603.5 HPDL chr1 45326905 45328533 + -ENSG00000132781.17 MUTYH chr1 45329163 45340470 - -ENSG00000132773.11 TOE1 chr1 45339670 45343975 + -ENSG00000070759.16 TESK2 chr1 45343883 45491166 - -ENSG00000236872.1 RP11-291L19.1 chr1 45415020 45415344 + -ENSG00000280670.2 CCDC163P chr1 45493866 45500079 - -ENSG00000132763.14 MMACHC chr1 45500053 45513382 + -ENSG00000117450.13 PRDX1 chr1 45511036 45523047 - -ENSG00000234379.1 HMGB1P48 chr1 45530927 45532139 + -ENSG00000117448.13 AKR1A1 chr1 45550543 45570049 + -ENSG00000281133.1 AL355480.3 chr1 45580892 45580996 - -ENSG00000280836.1 AL355480.1 chr1 45581219 45581321 - -ENSG00000132780.16 NASP chr1 45583846 45618904 + -ENSG00000281112.1 AL355480.2 chr1 45592722 45592814 - -ENSG00000281825.1 AL355480.4 chr1 45605657 45605730 - -ENSG00000159588.14 CCDC17 chr1 45620044 45624057 - -ENSG00000159592.10 GPBP1L1 chr1 45627304 45688113 - -ENSG00000225447.1 RPS15AP10 chr1 45645816 45646197 - -ENSG00000234329.1 RP11-767N6.2 chr1 45651039 45651826 - -ENSG00000159596.6 TMEM69 chr1 45687214 45694443 + -ENSG00000197429.10 IPP chr1 45694324 45750650 - -ENSG00000230896.1 RP11-767N6.7 chr1 45694684 45697075 - -ENSG00000236111.5 RP11-630I5.1 chr1 45781277 45781957 + -ENSG00000086015.20 MAST2 chr1 45786987 46036124 + -ENSG00000232467.2 TMA16P2 chr1 45846994 45847594 - -ENSG00000117461.14 PIK3R3 chr1 46040140 46133036 - -ENSG00000278139.1 PIK3R3 chr1 46043661 46176488 - -ENSG00000226957.1 RP4-533D7.4 chr1 46046818 46048368 + -ENSG00000233114.2 RP4-533D7.3 chr1 46104950 46105175 + -ENSG00000227857.2 RP4-533D7.5 chr1 46134531 46139081 + -ENSG00000117472.9 TSPAN1 chr1 46175073 46185958 + -ENSG00000250719.1 RP11-322N21.2 chr1 46175486 46176478 - -ENSG00000281129.1 AL672043.1 chr1 46178715 46178821 - -ENSG00000085998.13 POMGNT1 chr1 46188682 46220305 - -ENSG00000171357.5 LURAP1 chr1 46203334 46221261 + -ENSG00000085999.11 RAD54L chr1 46247688 46278473 + -ENSG00000132128.16 LRRC41 chr1 46261196 46303608 - -ENSG00000173660.11 UQCRH chr1 46303631 46316776 + -ENSG00000117481.10 NSUN4 chr1 46340177 46365152 + -ENSG00000225779.1 RP4-603I14.3 chr1 46370586 46370955 + -ENSG00000117480.15 FAAH chr1 46394265 46413848 + -ENSG00000232022.6 FAAHP1 chr1 46432129 46445521 + -ENSG00000273854.1 AL137797.1 chr1 46435525 46435607 - -ENSG00000224863.1 LINC01398 chr1 46446673 46449704 - -ENSG00000225667.1 LINC00505 chr1 46455823 46482475 + -ENSG00000197587.10 DMBX1 chr1 46506996 46514226 + -ENSG00000269956.1 MKNK1-AS1 chr1 46538696 46570255 + -ENSG00000162456.9 KNCN chr1 46545644 46551527 - -ENSG00000079277.19 MKNK1 chr1 46557408 46616843 - -ENSG00000142961.14 MOB3C chr1 46607715 46616891 - -ENSG00000123472.12 ATPAF1 chr1 46632737 46673867 - -ENSG00000233647.2 NENFP1 chr1 46665910 46666375 - -ENSG00000186118.8 TEX38 chr1 46668855 46673594 + -ENSG00000228237.5 EFCAB14-AS1 chr1 46674036 46692098 + -ENSG00000159658.10 EFCAB14 chr1 46675159 46719064 - -ENSG00000236476.2 RP11-8J9.5 chr1 46742329 46743133 + -ENSG00000142973.12 CYP4B1 chr1 46757838 46819413 + -ENSG00000154198.14 CYP4Z2P chr1 46843095 46900437 - -ENSG00000238145.2 RP11-346M5.1 chr1 46891639 46892830 + -ENSG00000187048.12 CYP4A11 chr1 46929177 46941484 - -ENSG00000259832.1 CYP4A26P chr1 46967679 46967874 - -ENSG00000261196.1 CYP4A43P chr1 46994382 46994502 - -ENSG00000261593.1 CYP4A27P chr1 47000898 47001087 - -ENSG00000261290.1 CYP4A44P chr1 47002995 47003148 - -ENSG00000186377.7 CYP4X1 chr1 47023568 47050751 + -ENSG00000186160.4 CYP4Z1 chr1 47067488 47118319 + -ENSG00000225154.2 RP11-184J23.2 chr1 47074778 47075979 - -ENSG00000225506.2 CYP4A22-AS1 chr1 47096653 47179271 - -ENSG00000162365.11 CYP4A22 chr1 47137435 47149741 + -ENSG00000225514.1 MTND1P34 chr1 47164510 47165920 - -ENSG00000224805.2 LINC00853 chr1 47179250 47180339 + -ENSG00000162366.7 PDZK1IP1 chr1 47183593 47191044 - -ENSG00000162367.11 TAL1 chr1 47216290 47232220 - -ENSG00000226252.1 RP1-18D14.7 chr1 47225797 47230750 + -ENSG00000123473.15 STIL chr1 47250139 47314147 - -ENSG00000162368.13 CMPK1 chr1 47333797 47378839 + -ENSG00000225762.1 LINC01389 chr1 47380928 47408477 - -ENSG00000186790.5 FOXE3 chr1 47416072 47418052 + -ENSG00000237424.1 FOXD2-AS1 chr1 47432133 47434641 - -ENSG00000186564.5 FOXD2 chr1 47436017 47440691 + -ENSG00000271355.1 RP4-666O22.3 chr1 47483698 47484162 - -ENSG00000229554.2 RPL21P24 chr1 47497894 47498341 - -ENSG00000221346.1 AL356458.1 chr1 47502504 47502639 + -ENSG00000227883.1 ATP6V0E1P4 chr1 47550196 47550753 + -ENSG00000221447.1 AL591415.1 chr1 47621093 47621177 - -ENSG00000227947.1 RP11-543D5.1 chr1 47688463 47703383 + -ENSG00000269113.3 TRABD2B chr1 47760528 47996895 - -ENSG00000223814.1 RP11-543D5.2 chr1 47761132 47765547 - -ENSG00000225028.1 RP11-330M19.1 chr1 47818066 47820237 + -ENSG00000226133.5 RP4-683M8.2 chr1 48053545 48067201 + -ENSG00000231413.1 RP11-193P11.3 chr1 48078787 48082196 - -ENSG00000237180.1 CYP46A4P chr1 48089368 48089634 + -ENSG00000242267.6 SKINTL chr1 48096092 48182428 - -ENSG00000279096.1 AL356289.1 chr1 48102068 48104707 + -ENSG00000223720.1 RP5-1024N4.2 chr1 48205965 48206843 + -ENSG00000117834.12 SLC5A9 chr1 48222685 48248644 + -ENSG00000272491.1 RP5-1024N4.4 chr1 48227888 48229561 - -ENSG00000279214.1 RP5-1024N4.5 chr1 48262230 48263179 - -ENSG00000132122.11 SPATA6 chr1 48295372 48472208 - -ENSG00000224986.2 PPP1R8P1 chr1 48325080 48326123 - -ENSG00000206700.1 RNU6-723P chr1 48344209 48344315 + -ENSG00000235105.1 RP11-329A14.1 chr1 48435967 48437223 + -ENSG00000223175.1 RNU4-61P chr1 48447936 48448042 + -ENSG00000232514.1 RP11-329A14.2 chr1 48497263 48497736 - -ENSG00000186094.16 AGBL4 chr1 48532855 50023913 - -ENSG00000162373.12 BEND5 chr1 48727523 48776969 - -ENSG00000229846.1 RP11-141A19.1 chr1 49048316 49187585 + -ENSG00000230114.1 RP11-141A19.2 chr1 49257411 49269285 + -ENSG00000225623.1 AGBL4-IT1 chr1 49374201 49472085 - -ENSG00000237478.2 RP5-926E3.1 chr1 49691262 49691523 - -ENSG00000215887.5 ZNF859P chr1 49841821 49846400 + -ENSG00000221746.1 AL645730.1 chr1 49982215 49982295 + -ENSG00000279324.1 RP11-93G23.2 chr1 49994318 49996218 + -ENSG00000233595.2 MTND2P29 chr1 50017092 50017503 + -ENSG00000162374.16 ELAVL4 chr1 50048014 50203786 + -ENSG00000230828.1 RP11-492I2.1 chr1 50114937 50115282 + -ENSG00000237337.1 RP11-567C20.2 chr1 50174306 50175868 - -ENSG00000233407.1 RP11-567C20.3 chr1 50206084 50223127 - -ENSG00000234080.3 RP11-183G22.1 chr1 50326131 50327007 + -ENSG00000229316.1 HMGB1P45 chr1 50398825 50399773 - -ENSG00000225671.2 FCF1P6 chr1 50405430 50406024 - -ENSG00000142700.11 DMRTA2 chr1 50417550 50423500 - -ENSG00000185104.19 FAF1 chr1 50437028 50960263 - -ENSG00000225767.1 RP5-850O15.3 chr1 50461469 50471150 + -ENSG00000280887.1 Y_RNA chr1 50499758 50499857 - -ENSG00000207194.1 RNU6-1026P chr1 50582404 50582511 + -ENSG00000230585.2 PHBP12 chr1 50780340 50781150 + -ENSG00000237130.1 MRPS6P2 chr1 50846468 50846837 + -ENSG00000123080.10 CDKN2C chr1 50960745 50974633 + -ENSG00000265538.1 MIR4421 chr1 51059837 51059905 + -ENSG00000275816.1 MIR6500 chr1 51060018 51060103 + -ENSG00000204006.8 C1orf185 chr1 51102234 51148086 + -ENSG00000200262.1 Y_RNA chr1 51107222 51107331 + -ENSG00000213478.2 CFL1P2 chr1 51157788 51158471 - -ENSG00000239101.1 AL162430.1 chr1 51188463 51188551 + -ENSG00000203356.2 LINC01562 chr1 51195095 51235096 - -ENSG00000123091.4 RNF11 chr1 51236271 51273455 + -ENSG00000233406.5 RP11-296A18.5 chr1 51250603 51251472 - -ENSG00000236434.2 RP11-296A18.6 chr1 51264916 51266074 - -ENSG00000085831.15 TTC39A chr1 51287258 51345116 - -ENSG00000261664.5 TTC39A-AS1 chr1 51329654 51335324 + -ENSG00000085832.16 EPS15 chr1 51354263 51519328 - -ENSG00000232027.2 RP11-275F13.3 chr1 51372270 51373224 + -ENSG00000206595.1 RNU6-877P chr1 51382308 51382414 + -ENSG00000238140.1 RP11-253A20.1 chr1 51461721 51463416 + -ENSG00000227070.1 RP11-191G24.1 chr1 51518309 51561629 + -ENSG00000252032.1 RNU6-1281P chr1 51538625 51538729 - -ENSG00000227742.1 CALR4P chr1 51561866 51594897 - -ENSG00000117859.18 OSBPL9 chr1 51577179 51798427 + -ENSG00000236973.2 GAPDHP51 chr1 51707138 51708137 - -ENSG00000232846.1 SLC25A6P3 chr1 51709062 51709940 + -ENSG00000212624.1 SNORA26 chr1 51724775 51724896 - -ENSG00000078618.19 NRD1 chr1 51789191 51878937 - -ENSG00000266993.3 RP4-657D16.3 chr1 51793934 51799154 + -ENSG00000272175.1 RP4-657D16.6 chr1 51801028 51801307 + -ENSG00000212076.1 MIR761 chr1 51836341 51836410 - -ENSG00000230604.2 TSEN15P2 chr1 51859778 51860135 + -ENSG00000280742.1 AL589663.1 chr1 51900920 51900971 - -ENSG00000169213.6 RAB3B chr1 51907956 51990764 - -ENSG00000200839.1 RNA5SP48 chr1 51973410 51973535 + -ENSG00000229032.1 RP11-91A18.1 chr1 51980473 51980814 + -ENSG00000264613.2 RN7SL290P chr1 51995740 51996039 + -ENSG00000117862.11 TXNDC12 chr1 52020131 52056171 - -ENSG00000198841.3 KTI12 chr1 52032103 52033816 - -ENSG00000223390.1 RP11-91A18.4 chr1 52033391 52044279 + -ENSG00000228369.2 TXNDC12-AS1 chr1 52050918 52052683 + -ENSG00000134717.17 BTF3L4 chr1 52056125 52090716 + -ENSG00000157077.14 ZFYVE9 chr1 52142094 52346686 + -ENSG00000241745.3 RN7SL788P chr1 52150104 52150419 + -ENSG00000281172.1 AL139156.1 chr1 52150329 52150412 + -ENSG00000228407.2 RP4-800M22.1 chr1 52160261 52160600 - -ENSG00000223429.1 RP4-800M22.2 chr1 52162186 52163026 - -ENSG00000224255.2 PDCL3P6 chr1 52179848 52180553 + -ENSG00000236004.2 RP4-800M22.4 chr1 52189916 52190309 - -ENSG00000237663.2 DNAJC19P7 chr1 52252062 52252773 - -ENSG00000213735.2 ANAPC10P1 chr1 52253621 52254176 + -ENSG00000154222.14 CC2D1B chr1 52345723 52366193 - -ENSG00000272100.1 RP11-155O18.6 chr1 52353487 52353877 + -ENSG00000224680.4 PLA2G12AP1 chr1 52368677 52369244 + -ENSG00000085840.12 ORC1 chr1 52372829 52404459 - -ENSG00000134748.12 PRPF38A chr1 52404564 52420839 + -ENSG00000134744.13 ZCCHC11 chr1 52408282 52553487 - -ENSG00000272371.1 RP11-25O10.2 chr1 52554818 52555273 + -ENSG00000236290.1 EEF1GP7 chr1 52573114 52573816 + -ENSG00000116157.5 GPX7 chr1 52602372 52609051 + -ENSG00000182183.14 FAM159A chr1 52633344 52669683 + -ENSG00000162377.5 COA7 chr1 52684451 52698366 - -ENSG00000233664.1 NDUFS5P3 chr1 52709122 52709442 + -ENSG00000239640.3 RN7SL62P chr1 52714399 52714695 + -ENSG00000162378.12 ZYG11B chr1 52726467 52827342 + -ENSG00000252018.1 RNU2-30P chr1 52754322 52754462 + -ENSG00000228929.1 RPS13P2 chr1 52772194 52772648 - -ENSG00000206627.1 RNU6-969P chr1 52805108 52805212 - -ENSG00000203995.9 ZYG11A chr1 52842511 52894998 + -ENSG00000242391.2 RP4-631H13.2 chr1 52881216 52881730 - -ENSG00000121310.16 ECHDC2 chr1 52895910 52927212 - -ENSG00000230953.2 RP4-631H13.6 chr1 52920422 52920596 + -ENSG00000231866.2 RP4-631H13.4 chr1 52925249 52925423 - -ENSG00000116171.16 SCP2 chr1 52927229 53051703 + -ENSG00000264834.1 MIR1273F chr1 52928674 52928772 + -ENSG00000266188.1 MIR5095 chr1 52934930 52935017 + -ENSG00000265815.1 MIR1273G chr1 52940314 52940413 + -ENSG00000237279.2 RP4-631H13.5 chr1 52943536 52943930 - -ENSG00000236360.2 RP11-334A14.2 chr1 52993201 52993702 - -ENSG00000226147.1 TUBBP10 chr1 52994726 52996026 + -ENSG00000279054.1 AL445183.1 chr1 53053624 53054949 - -ENSG00000174348.13 PODN chr1 53062052 53085502 + -ENSG00000232993.1 RP11-334A14.5 chr1 53069938 53085502 - -ENSG00000227644.2 HIGD1AP11 chr1 53073110 53073389 - -ENSG00000162383.11 SLC1A7 chr1 53087179 53142632 - -ENSG00000235563.1 RP11-334A14.8 chr1 53114576 53118609 + -ENSG00000277397.1 RP5-1024G6.9 chr1 53180921 53186900 + -ENSG00000157184.5 CPT2 chr1 53196429 53214197 + -ENSG00000236723.2 RP5-1024G6.2 chr1 53209783 53213775 - -ENSG00000162384.13 C1orf123 chr1 53214099 53220617 - -ENSG00000259818.1 RP5-1024G6.7 chr1 53220663 53224253 + -ENSG00000162385.10 MAGOH chr1 53226892 53238610 - -ENSG00000226754.1 RP5-1024G6.5 chr1 53238610 53242783 + -ENSG00000157193.14 LRP8 chr1 53242364 53328070 - -ENSG00000234578.1 RP4-784A16.1 chr1 53267935 53268601 + -ENSG00000228838.1 RP4-784A16.2 chr1 53288024 53289706 + -ENSG00000225030.1 RP4-784A16.3 chr1 53291791 53292138 - -ENSG00000232762.1 RP4-784A16.4 chr1 53304536 53307462 + -ENSG00000225675.2 RP4-784A16.5 chr1 53328233 53336509 + -ENSG00000226938.1 RP11-117D22.1 chr1 53348488 53349233 - -ENSG00000230138.1 RP11-117D22.2 chr1 53366668 53368245 - -ENSG00000236253.7 SLC25A3P1 chr1 53413149 53440020 - -ENSG00000143006.7 DMRTB1 chr1 53459399 53467488 + -ENSG00000174332.5 GLIS1 chr1 53506237 53738106 - -ENSG00000239007.1 RNU7-95P chr1 53688749 53688812 - -ENSG00000058804.11 NDC1 chr1 53765460 53838860 - -ENSG00000201003.1 SNORA58 chr1 53771018 53771153 - -ENSG00000229687.2 RP4-654H19.2 chr1 53841547 53841832 + -ENSG00000058799.13 YIPF1 chr1 53851719 53889834 - -ENSG00000211452.10 DIO1 chr1 53891239 53911086 + -ENSG00000081870.11 HSPB11 chr1 53916574 53945929 - -ENSG00000116212.14 LRRC42 chr1 53946077 53968168 + -ENSG00000219102.3 HNRNPA3P12 chr1 53974969 53976031 - -ENSG00000203985.10 LDLRAD1 chr1 54007299 54018186 - -ENSG00000116209.11 TMEM59 chr1 54026681 54053504 - -ENSG00000280378.1 RP4-758J24.6 chr1 54033126 54034880 - -ENSG00000116205.10 TCEANC2 chr1 54053587 54112519 + -ENSG00000264208.1 MIR4781 chr1 54054079 54054154 + -ENSG00000225183.1 RP4-758J24.4 chr1 54089856 54090093 + -ENSG00000279049.1 AL353898.1 chr1 54099968 54100224 - -ENSG00000157211.10 CDCP2 chr1 54133074 54153770 - -ENSG00000280425.1 RP11-446E24.3 chr1 54138373 54142980 + -ENSG00000256407.1 RP11-446E24.4 chr1 54141224 54200073 - -ENSG00000215883.9 CYB5RL chr1 54172336 54200036 - -ENSG00000116221.15 MRPL37 chr1 54184041 54225464 + -ENSG00000157216.15 SSBP3 chr1 54225432 54413479 - -ENSG00000198711.5 SSBP3-AS1 chr1 54236440 54239063 + -ENSG00000225632.1 RP5-997D24.3 chr1 54285405 54287371 + -ENSG00000232245.1 RP4-705F19.1 chr1 54416256 54420860 + -ENSG00000281315.1 AC099796.2 chr1 54481504 54481566 - -ENSG00000265404.1 AC099796.1 chr1 54504668 54504770 + -ENSG00000235741.1 RP5-866L20.1 chr1 54516412 54517259 - -ENSG00000237173.1 RP5-866L20.2 chr1 54524824 54524931 + -ENSG00000227453.1 HNRNPA1P63 chr1 54536796 54537758 + -ENSG00000162390.17 ACOT11 chr1 54542257 54639192 + -ENSG00000162391.11 FAM151A chr1 54609182 54623556 - -ENSG00000230728.1 RP11-240D10.4 chr1 54621477 54628438 - -ENSG00000184313.19 MROH7 chr1 54641754 54710266 + -ENSG00000271723.5 MROH7-TTC4 chr1 54641786 54742308 + -ENSG00000243725.6 TTC4 chr1 54715822 54742657 + -ENSG00000162396.5 PARS2 chr1 54756898 54764514 - -ENSG00000006555.10 TTC22 chr1 54779712 54801267 - -ENSG00000237453.1 RP11-67L3.2 chr1 54792885 54794905 + -ENSG00000162398.11 C1orf177 chr1 54806063 54842252 + -ENSG00000116133.11 DHCR24 chr1 54849633 54887218 - -ENSG00000242396.1 RP11-67L3.5 chr1 54886875 54888001 + -ENSG00000233203.6 RP11-67L3.4 chr1 54887563 54888850 + -ENSG00000143001.4 TMEM61 chr1 54980792 54992293 + -ENSG00000233271.1 RP11-12C17.2 chr1 54980950 54992274 - -ENSG00000162399.6 BSND chr1 54998933 55010883 + -ENSG00000169174.10 PCSK9 chr1 55039548 55064852 + -ENSG00000162402.12 USP24 chr1 55066359 55215113 - -ENSG00000231090.1 RP11-101C11.1 chr1 55217861 55234177 + -ENSG00000231095.1 GYG1P3 chr1 55222379 55223372 + -ENSG00000265822.1 MIR4422 chr1 55225641 55225723 + -ENSG00000231900.3 GOT2P1 chr1 55367466 55368774 + -ENSG00000232198.2 RP4-633H17.2 chr1 55372710 55373316 - -ENSG00000199831.1 RN7SKP291 chr1 55376526 55376852 - -ENSG00000252162.1 RNU6-830P chr1 55398514 55398620 + -ENSG00000272051.1 Y_RNA chr1 55484871 55484972 - -ENSG00000234810.1 RP11-466L17.1 chr1 55581037 55735002 + -ENSG00000233147.1 RP11-90C4.1 chr1 55823807 55868248 + -ENSG00000230250.1 RP11-90C4.2 chr1 55915609 55944963 - -ENSG00000227104.3 PIGQP1 chr1 55938714 55939280 - -ENSG00000233079.1 RP11-90C4.3 chr1 55945087 55950119 + -ENSG00000235612.1 RP1-158P9.1 chr1 56145721 56155224 + -ENSG00000229871.1 RP4-710M16.1 chr1 56207567 56208456 - -ENSG00000260971.3 RP11-504A18.1 chr1 56248294 56258571 - -ENSG00000223307.2 AC119674.1 chr1 56377333 56377418 - -ENSG00000223956.1 RP4-710M16.2 chr1 56414963 56415966 + -ENSG00000162407.8 PPAP2B chr1 56494747 56645301 - -ENSG00000236776.1 RPL21P23 chr1 56538452 56538911 + -ENSG00000224980.1 RPL23AP85 chr1 56585612 56586242 - -ENSG00000225475.1 RP11-377K22.2 chr1 56619409 56619549 - -ENSG00000162409.10 PRKAA2 chr1 56645322 56715335 + -ENSG00000187889.12 C1orf168 chr1 56718804 56819696 - -ENSG00000229913.1 RP11-378I13.1 chr1 56823679 56826920 - -ENSG00000157131.10 C8A chr1 56854806 56918221 + -ENSG00000021852.12 C8B chr1 56929210 56966140 - -ENSG00000236341.1 RP5-1103B4.3 chr1 56963886 56996757 + -ENSG00000221591.1 AL161740.1 chr1 56966280 56966362 + -ENSG00000173406.15 DAB1 chr1 56994778 58546734 - -ENSG00000227935.1 RP6-102O10.1 chr1 57386576 57387450 + -ENSG00000236888.1 RPS20P5 chr1 57605847 57606206 - -ENSG00000238773.1 AL137855.1 chr1 57757084 57757176 + -ENSG00000226759.7 DAB1-AS1 chr1 57860532 57880905 + -ENSG00000229887.4 HNRNPA1P6 chr1 58047889 58049335 - -ENSG00000223416.3 RPS26P15 chr1 58056133 58056480 - -ENSG00000235038.1 RP11-393I23.4 chr1 58060139 58080274 + -ENSG00000230546.1 RP11-393I23.3 chr1 58084419 58084559 + -ENSG00000233216.1 RP11-414C16.1 chr1 58228682 58229003 - -ENSG00000162600.11 OMA1 chr1 58415384 58546802 - -ENSG00000270209.1 RP4-592A1.4 chr1 58552913 58553333 - -ENSG00000264128.2 RN7SL713P chr1 58565631 58565932 - -ENSG00000184292.6 TACSTD2 chr1 58575423 58577773 - -ENSG00000185839.3 RP4-592A1.2 chr1 58630841 58631530 - -ENSG00000162601.9 MYSM1 chr1 58654739 58700092 - -ENSG00000264081.1 AL136985.1 chr1 58764849 58764935 - -ENSG00000177606.6 JUN chr1 58780788 58784327 - -ENSG00000234807.5 LINC01135 chr1 58785160 58899594 + -ENSG00000272226.1 RP11-63G10.3 chr1 58812808 58813342 - -ENSG00000231740.1 RP11-63G10.2 chr1 58838448 58851254 - -ENSG00000232453.5 RP4-794H19.1 chr1 58882868 58896703 - -ENSG00000228121.1 PHBP3 chr1 58999676 59000494 + -ENSG00000230812.5 LINC01358 chr1 59020387 59044614 + -ENSG00000241042.1 RP11-145M4.1 chr1 59054397 59056049 - -ENSG00000235215.2 RP11-145M4.2 chr1 59055999 59078116 - -ENSG00000237352.2 RP11-145M4.3 chr1 59056643 59088195 + -ENSG00000224609.6 HSD52 chr1 59131936 59208121 - -ENSG00000281041.2 RP11-470E16.2 chr1 59132473 59240555 + -ENSG00000270457.1 RP11-467C18.1 chr1 59289303 59289640 - -ENSG00000172456.16 FGGY chr1 59296638 59767675 + -ENSG00000266150.1 MIR4711 chr1 59733227 59733296 - -ENSG00000226883.1 RP4-782L23.2 chr1 59754747 59789182 - -ENSG00000231816.1 RP4-782L23.1 chr1 59772795 59788848 + -ENSG00000134709.10 HOOK1 chr1 59814786 59876378 + -ENSG00000134716.9 CYP2J2 chr1 59893308 59926790 - -ENSG00000265535.2 RN7SL475P chr1 59974757 59975054 - -ENSG00000162598.13 C1orf87 chr1 59987269 60073770 - -ENSG00000229332.2 PGBD4P8 chr1 60097415 60097976 + -ENSG00000238242.1 RP11-575B7.3 chr1 60114875 60149679 + -ENSG00000226476.2 RP11-776H12.1 chr1 60540249 60640491 - -ENSG00000231252.1 RP11-436K8.1 chr1 60659631 60825584 - -ENSG00000162599.15 NFIA chr1 60865259 61462793 + -ENSG00000280760.1 AL355795.1 chr1 60915050 60915188 + -ENSG00000237928.5 NFIA-AS2 chr1 60940239 60970776 - -ENSG00000270742.1 RP4-802A10.1 chr1 61124733 61125202 + -ENSG00000237853.6 NFIA-AS1 chr1 61248945 61253510 - -ENSG00000264551.1 AC099791.1 chr1 61629031 61629121 + -ENSG00000223920.2 RP11-430G17.1 chr1 61654194 61654908 + -ENSG00000162604.12 TM2D1 chr1 61681046 61725423 - -ENSG00000271200.1 RP11-430G17.3 chr1 61741998 61742424 - -ENSG00000132849.18 INADL chr1 61742477 62163920 + -ENSG00000200575.1 RNU6-414P chr1 61816419 61816522 + -ENSG00000212360.1 RNU6-1177P chr1 61852499 61852602 + -ENSG00000236646.1 LAMTOR5P1 chr1 62038842 62039111 + -ENSG00000242860.3 RN7SL180P chr1 62072448 62072741 + -ENSG00000263908.1 MIR3116-2 chr1 62078786 62078859 + -ENSG00000234204.1 PIGPP2 chr1 62189131 62189953 + -ENSG00000234088.1 RPS15AP7 chr1 62190522 62190926 + -ENSG00000240563.1 L1TD1 chr1 62194831 62212328 + -ENSG00000237227.1 RP5-1155K23.4 chr1 62208136 62208442 - -ENSG00000200174.1 Y_RNA chr1 62211557 62211666 + -ENSG00000132854.18 KANK4 chr1 62236979 62319414 - -ENSG00000201153.1 RNU6-371P chr1 62298149 62298256 - -ENSG00000162607.12 USP1 chr1 62436297 62451804 + -ENSG00000116641.15 DOCK7 chr1 62454728 62688368 - -ENSG00000270549.1 RP11-293K19.1 chr1 62530636 62530873 + -ENSG00000132855.4 ANGPTL3 chr1 62597487 62606159 + -ENSG00000278967.1 RP5-849H19.3 chr1 62607766 62609584 + -ENSG00000213703.2 RP5-849H19.2 chr1 62641122 62641667 - -ENSG00000235545.1 RP11-230B22.1 chr1 62688482 62710694 + -ENSG00000125703.14 ATG4C chr1 62784135 62865513 + -ENSG00000234318.1 RP4-771M4.3 chr1 62896009 62901639 + -ENSG00000237163.1 RP4-771M4.2 chr1 62905180 62905482 + -ENSG00000229537.5 RP11-5P4.1 chr1 63000497 63012471 - -ENSG00000227485.1 RP11-5P4.2 chr1 63024207 63025658 + -ENSG00000229225.1 RP11-5P4.3 chr1 63078081 63079031 - -ENSG00000203605.3 RP11-335E6.2 chr1 63139250 63163153 + -ENSG00000271593.1 RP11-335E6.4 chr1 63159083 63162636 - -ENSG00000252259.1 RNA5SP49 chr1 63186336 63186450 - -ENSG00000224209.6 LINC00466 chr1 63189989 63317231 - -ENSG00000228734.2 RP11-335E6.3 chr1 63249920 63251771 + -ENSG00000223683.1 AL138935.1 chr1 63262113 63262707 + -ENSG00000230798.5 FOXD3-AS1 chr1 63320884 63324441 - -ENSG00000187140.5 FOXD3 chr1 63323041 63325126 + -ENSG00000275836.1 MIR6068 chr1 63326925 63326984 - -ENSG00000252784.1 Y_RNA chr1 63338263 63338372 + -ENSG00000236674.1 RP4-792G4.3 chr1 63359823 63361179 - -ENSG00000088035.15 ALG6 chr1 63367590 63438562 + -ENSG00000142856.16 ITGB3BP chr1 63440770 63593721 - -ENSG00000203965.12 EFCAB7 chr1 63523372 63572693 + -ENSG00000264271.2 RN7SL488P chr1 63529613 63529898 - -ENSG00000251720.1 RNU7-123P chr1 63536711 63536770 - -ENSG00000116652.6 DLEU2L chr1 63547082 63550636 + -ENSG00000276884.1 DLEU2_6 chr1 63548977 63549112 - -ENSG00000278287.1 DLEU2_5 chr1 63549133 63549216 - -ENSG00000277565.1 DLEU2_4 chr1 63549227 63549284 - -ENSG00000275823.1 DLEU2_3 chr1 63549294 63549366 - -ENSG00000277689.1 DLEU2_2 chr1 63549374 63549463 - -ENSG00000274199.1 DLEU2_1 chr1 63549489 63549608 - -ENSG00000079739.15 PGM1 chr1 63593276 63660245 + -ENSG00000244256.3 RN7SL130P chr1 63655743 63656047 + -ENSG00000185483.11 ROR1 chr1 63774022 64181498 + -ENSG00000177452.7 RP4-597J3.1 chr1 63788721 63789304 - -ENSG00000228056.3 CFL1P3 chr1 63843196 63843685 - -ENSG00000207190.1 RNU6-809P chr1 64028894 64029000 - -ENSG00000200508.1 Y_RNA chr1 64066640 64066741 - -ENSG00000223949.6 ROR1-AS1 chr1 64094442 64171297 - -ENSG00000177414.13 UBE2U chr1 64203627 64267368 + -ENSG00000238653.1 RNU7-62P chr1 64384398 64384459 - -ENSG00000158966.13 CACHD1 chr1 64470792 64693058 + -ENSG00000264470.1 MIR4794 chr1 64579847 64579923 + -ENSG00000162437.14 RAVER2 chr1 64745095 64833232 + -ENSG00000162434.11 JAK1 chr1 64833229 64966504 - -ENSG00000234784.2 RP11-182I10.1 chr1 64918443 64918683 + -ENSG00000233877.2 RP11-182I10.2 chr1 64941979 64942365 + -ENSG00000226891.6 LINC01359 chr1 64972225 65002476 - -ENSG00000185031.6 SLC2A3P2 chr1 64984608 64986087 - -ENSG00000272506.1 RP4-535B20.4 chr1 65003470 65004087 - -ENSG00000212257.1 RNU6-1176P chr1 65022968 65023074 - -ENSG00000265996.1 MIR3671 chr1 65057755 65057842 - -ENSG00000199135.1 MIR101-1 chr1 65058434 65058508 - -ENSG00000231485.1 RP4-535B20.1 chr1 65066627 65067737 - -ENSG00000235804.2 RP4-535B20.2 chr1 65077413 65078131 - -ENSG00000234496.2 MRPS21P1 chr1 65092392 65092614 - -ENSG00000162433.14 AK4 chr1 65147549 65232145 + -ENSG00000231622.1 RP4-700A9.1 chr1 65154480 65154650 + -ENSG00000116675.15 DNAJC6 chr1 65248219 65415869 + -ENSG00000229294.1 RP5-1044H5.1 chr1 65279456 65306521 - -ENSG00000234144.1 COX6CP13 chr1 65298755 65298980 - -ENSG00000222624.1 RNU2-15P chr1 65415816 65416006 + -ENSG00000213625.8 LEPROT chr1 65420587 65436007 + -ENSG00000116678.18 LEPR chr1 65420652 65641559 + -ENSG00000237852.1 RP4-630A11.3 chr1 65486406 65494188 + -ENSG00000224570.1 RP11-430H12.2 chr1 65576129 65578380 - -ENSG00000239319.3 RN7SL854P chr1 65761058 65761352 - -ENSG00000184588.17 PDE4B chr1 65792514 66374579 + -ENSG00000227466.1 RP11-397C12.1 chr1 66042500 66050718 - -ENSG00000223152.1 RNU4-88P chr1 66094461 66094546 - -ENSG00000118473.21 SGIP1 chr1 66533383 66748299 + -ENSG00000264720.2 AL139147.1 chr1 66628415 66628525 + -ENSG00000248458.2 RP4-598P13.1 chr1 66665864 66677027 - -ENSG00000221655.2 AL354978.1 chr1 66730967 66731058 - -ENSG00000152760.9 TCTEX1D1 chr1 66752459 66778787 + -ENSG00000172410.4 INSL5 chr1 66797741 66801256 - -ENSG00000152763.16 WDR78 chr1 66812885 66924887 - -ENSG00000231080.1 RP11-342H21.2 chr1 66826942 66828558 + -ENSG00000198160.14 MIER1 chr1 66924895 66988619 + -ENSG00000116704.7 SLC35D1 chr1 66999332 67054099 - -ENSG00000203963.11 C1orf141 chr1 67092165 67231853 - -ENSG00000252433.1 SNORA31 chr1 67102645 67102779 - -ENSG00000275678.1 RP4-547N15.3 chr1 67121605 67123956 - -ENSG00000162594.14 IL23R chr1 67166400 67259979 + -ENSG00000253074.1 RNU6-586P chr1 67196140 67196243 + -ENSG00000221733.1 AL109843.1 chr1 67239440 67239527 - -ENSG00000252116.1 RNU4ATAC4P chr1 67267601 67267726 - -ENSG00000228523.1 RP11-131O15.2 chr1 67278052 67278779 + -ENSG00000081985.10 IL12RB2 chr1 67307364 67396900 + -ENSG00000142864.14 SERBP1 chr1 67407810 67430415 - -ENSG00000223263.1 RNU6-387P chr1 67417214 67417318 + -ENSG00000235200.1 RP4-763G1.2 chr1 67529630 67532329 + -ENSG00000207504.1 RNU6-1031P chr1 67541127 67541233 + -ENSG00000238139.2 RP11-393N21.1 chr1 67561073 67561446 + -ENSG00000242482.3 RN7SL392P chr1 67656831 67657129 - -ENSG00000232048.2 HNRNPCP9 chr1 67660155 67661013 - -ENSG00000116717.11 GADD45A chr1 67685061 67688338 + -ENSG00000172380.5 GNG12 chr1 67701466 67833467 - -ENSG00000238778.1 RNU7-80P chr1 67772593 67772653 - -ENSG00000232284.7 GNG12-AS1 chr1 67832303 68202987 + -ENSG00000235055.3 RP4-609E1.2 chr1 68043330 68044233 + -ENSG00000162595.4 DIRAS3 chr1 68045962 68051631 - -ENSG00000228431.1 ARL5AP3 chr1 68049360 68049745 - -ENSG00000263542.1 AL157407.1 chr1 68058177 68058262 + -ENSG00000116729.13 WLS chr1 68098473 68233120 - -ENSG00000234383.1 CTBP2P8 chr1 68161761 68163090 - -ENSG00000221203.1 MIR1262 chr1 68183518 68183610 - -ENSG00000229133.1 RPS7P4 chr1 68242474 68243055 - -ENSG00000225242.2 COX6B1P7 chr1 68282388 68282622 + -ENSG00000237622.1 TCEB1P18 chr1 68375327 68375663 - -ENSG00000229440.1 RP5-1033K19.2 chr1 68381441 68381657 - -ENSG00000116745.6 RPE65 chr1 68428822 68449959 - -ENSG00000024526.16 DEPDC1 chr1 68474152 68497221 - -ENSG00000233589.1 RP4-694A7.2 chr1 68479129 68483539 + -ENSG00000234264.1 DEPDC1-AS1 chr1 68496676 68538627 + -ENSG00000225167.1 TXNP2 chr1 68514375 68514669 - -ENSG00000223883.1 RP11-424D14.1 chr1 69055898 69185003 + -ENSG00000235446.1 RP11-74K19.1 chr1 69243372 69249423 - -ENSG00000229639.1 RP3-380B4.1 chr1 69433255 69435409 + -ENSG00000033122.18 LRRC7 chr1 69568398 70151945 + -ENSG00000270615.1 SGOL1P1 chr1 69606855 69608301 - -ENSG00000240692.3 RN7SL538P chr1 69879592 69879895 + -ENSG00000229359.2 PIN1P1 chr1 69919322 69920317 + -ENSG00000237919.5 RP11-181B18.1 chr1 70013982 70031222 - -ENSG00000066557.5 LRRC40 chr1 70144805 70205620 - -ENSG00000244389.3 RN7SL242P chr1 70180144 70180440 - -ENSG00000116754.13 SRSF11 chr1 70205682 70253052 + -ENSG00000228988.1 RP4-677H15.4 chr1 70218589 70221023 - -ENSG00000118454.12 ANKRD13C chr1 70260588 70354734 - -ENSG00000197568.13 HHLA3 chr1 70354805 70385339 + -ENSG00000226088.1 RP11-180O5.2 chr1 70359562 70360437 - -ENSG00000279230.1 AL158839.1 chr1 70363780 70366135 - -ENSG00000116761.11 CTH chr1 70411218 70439851 + -ENSG00000278636.1 Metazoa_SRP chr1 70430896 70431178 + -ENSG00000271992.1 RP11-42O15.3 chr1 70445071 70445536 + -ENSG00000233020.1 RP11-42O15.2 chr1 70530526 70531492 + -ENSG00000237033.2 CASP3P1 chr1 70660657 70661265 - -ENSG00000229051.1 RP5-952N6.1 chr1 70706453 70786468 + -ENSG00000226208.1 RP11-99H8.1 chr1 70715933 70720289 - -ENSG00000050628.20 PTGER3 chr1 70852353 71047808 - -ENSG00000235782.1 RP3-333A15.1 chr1 70947379 70951493 + -ENSG00000269933.1 RP3-333A15.2 chr1 71005854 71006502 - -ENSG00000235079.1 ZRANB2-AS1 chr1 71048855 71067184 + -ENSG00000132485.12 ZRANB2 chr1 71063291 71081297 - -ENSG00000207721.1 MIR186 chr1 71067631 71067716 - -ENSG00000229956.9 ZRANB2-AS2 chr1 71081324 71489976 + -ENSG00000264239.1 AL360297.1 chr1 71141975 71142068 - -ENSG00000237726.1 RP11-386O9.2 chr1 71250999 71252119 + -ENSG00000226324.1 RP11-115M14.1 chr1 71367054 71367303 - -ENSG00000172260.13 NEGR1 chr1 71395940 72282734 - -ENSG00000231985.1 RP11-82L20.1 chr1 71570956 71573558 + -ENSG00000271618.1 RP11-175G14.2 chr1 71738173 71738354 + -ENSG00000228853.1 NEGR1-IT1 chr1 71794232 71837012 - -ENSG00000233994.2 GDI2P2 chr1 72274552 72275159 + -ENSG00000227207.2 RPL31P12 chr1 72301472 72301829 + -ENSG00000212366.1 RNU6-1246P chr1 72717663 72717769 - -ENSG00000225087.1 RP4-660H19.1 chr1 72748921 72899140 - -ENSG00000227016.2 RP11-262K1.1 chr1 72765031 72780291 + -ENSG00000280317.1 RP11-25L19.1 chr1 72979014 72979314 - -ENSG00000229636.2 KRT8P21 chr1 73104792 73106282 + -ENSG00000251825.1 RN7SKP19 chr1 73191604 73191855 - -ENSG00000233973.5 LINC01360 chr1 73306170 73355251 + -ENSG00000223479.3 RP4-788P17.1 chr1 73635216 73715214 + -ENSG00000200601.1 RNA5SP50 chr1 73749517 73749623 - -ENSG00000252005.2 RNU4ATAC8P chr1 73883714 73883822 + -ENSG00000162620.15 LRRIQ3 chr1 74026015 74198187 - -ENSG00000254685.6 FPGT chr1 74198212 74234086 + -ENSG00000259030.6 FPGT-TNNI3K chr1 74198235 74543982 + -ENSG00000116783.14 TNNI3K chr1 74235401 74544428 + -ENSG00000237324.3 RP11-439H8.4 chr1 74341579 74378802 - -ENSG00000233894.1 RP4-650F12.2 chr1 74468195 74469543 + -ENSG00000162621.6 LRRC53 chr1 74469878 74512614 - -ENSG00000178965.13 ERICH3 chr1 74568111 74673738 - -ENSG00000234497.5 ERICH3-AS1 chr1 74577430 74626098 + -ENSG00000272864.1 RP11-17E13.2 chr1 74698769 74699333 - -ENSG00000116791.13 CRYZ chr1 74705482 74733408 - -ENSG00000162623.15 TYW3 chr1 74733152 74766678 + -ENSG00000229943.1 RP11-93N20.1 chr1 74963314 74965118 + -ENSG00000261213.1 RP11-510C10.4 chr1 75122518 75123927 - -ENSG00000224127.1 RP11-510C10.2 chr1 75127830 75133058 - -ENSG00000162624.14 LHX8 chr1 75128434 75161533 + -ENSG00000224149.1 RP11-510C10.3 chr1 75129974 75132576 - -ENSG00000274200.1 AC118550.1 chr1 75182616 75182709 + -ENSG00000206999.1 RNU6-622P chr1 75183045 75183147 + -ENSG00000137968.16 SLC44A5 chr1 75202131 75611116 - -ENSG00000224493.1 RP11-87O11.1 chr1 75521562 75522231 + -ENSG00000252338.1 RNU6-503P chr1 75538015 75538119 - -ENSG00000213579.3 RP4-595K12.1 chr1 75582099 75582555 + -ENSG00000230863.2 RP4-595K12.2 chr1 75641346 75642087 - -ENSG00000178193.5 RP4-682C21.5 chr1 75710003 75724011 - -ENSG00000117054.13 ACADM chr1 75724347 75787575 + -ENSG00000181227.3 RP4-682C21.2 chr1 75743423 75744776 - -ENSG00000137955.15 RABGGTB chr1 75786197 75795079 + -ENSG00000206620.1 SNORD45C chr1 75787072 75787150 + -ENSG00000207241.1 SNORD45A chr1 75787889 75787972 + -ENSG00000201487.1 SNORD45B chr1 75789477 75789548 + -ENSG00000057468.6 MSH4 chr1 75796882 75913238 + -ENSG00000266832.1 AL445464.1 chr1 75842632 75842717 + -ENSG00000154007.6 ASB17 chr1 75918873 75932431 - -ENSG00000225605.1 RP11-550H2.1 chr1 76011324 76019356 + -ENSG00000230027.1 RP11-550H2.2 chr1 76041691 76066228 + -ENSG00000184005.10 ST6GALNAC3 chr1 76074719 76634601 + -ENSG00000223905.1 RP11-335E14.1 chr1 76353583 76354246 - -ENSG00000272855.1 RP5-1102E8.3 chr1 76636877 76637339 + -ENSG00000226415.1 TPI1P1 chr1 76699789 76700538 + -ENSG00000264686.1 AC104458.1 chr1 76718140 76718241 + -ENSG00000199921.1 RNU6-161P chr1 76753135 76753240 + -ENSG00000237552.1 RP11-415A20.1 chr1 76758124 76779267 - -ENSG00000117069.14 ST6GALNAC5 chr1 76867441 77065711 + -ENSG00000221720.2 AC096951.1 chr1 77007744 77007815 + -ENSG00000276081.1 MIR7156 chr1 77060143 77060202 + -ENSG00000230498.1 RP4-564M11.2 chr1 77067920 77078482 + -ENSG00000142892.14 PIGK chr1 77088990 77219430 - -ENSG00000226084.5 RP4-706A16.3 chr1 77129114 77129668 + -ENSG00000228187.1 RP11-363H12.1 chr1 77194825 77195395 + -ENSG00000278671.1 AC093433.1 chr1 77276638 77276747 - -ENSG00000154027.18 AK5 chr1 77282051 77559969 + -ENSG00000233099.1 RP11-375A5.1 chr1 77346046 77349585 - -ENSG00000221664.1 AC095030.1 chr1 77391422 77391528 - -ENSG00000251767.1 RNU7-8P chr1 77420325 77420386 + -ENSG00000036549.12 ZZZ3 chr1 77562416 77683419 - -ENSG00000251785.1 RNA5SP20 chr1 77614869 77614952 + -ENSG00000243437.3 RN7SL370P chr1 77645324 77645618 + -ENSG00000077254.14 USP33 chr1 77695987 77759852 - -ENSG00000232672.1 ACTG1P21 chr1 77773865 77774864 - -ENSG00000180488.14 FAM73A chr1 77779624 77879539 + -ENSG00000222849.1 RNA5SP21 chr1 77779904 77779999 + -ENSG00000219201.4 RP11-181C21.4 chr1 77810861 77811781 - -ENSG00000235613.2 NSRP1P1 chr1 77847110 77848802 + -ENSG00000232015.2 HSPE1P25 chr1 77853355 77853893 + -ENSG00000235927.4 NEXN-AS1 chr1 77881348 77889539 - -ENSG00000162614.18 NEXN chr1 77888513 77943895 + -ENSG00000162613.16 FUBP1 chr1 77944055 77979110 - -ENSG00000162616.8 DNAJB4 chr1 77979175 78017964 + -ENSG00000137960.5 GIPC2 chr1 77979542 78138449 + -ENSG00000273338.1 RP11-386I14.4 chr1 78004346 78004554 - -ENSG00000213561.4 RP11-386I14.2 chr1 78043383 78044148 - -ENSG00000251958.1 RNU6-1102P chr1 78088988 78089083 - -ENSG00000213560.4 RP11-386I14.3 chr1 78091499 78092054 + -ENSG00000202263.1 RNA5SP22 chr1 78094807 78094915 - -ENSG00000233333.2 RNFT1P2 chr1 78170481 78171237 - -ENSG00000237413.5 MGC27382 chr1 78229599 78369464 + -ENSG00000122420.9 PTGFR chr1 78303884 78539749 + -ENSG00000227556.1 RP11-472F19.1 chr1 78317157 78317263 - -ENSG00000212308.1 RNA5SP23 chr1 78375164 78375268 - -ENSG00000137959.15 IFI44L chr1 78619922 78646145 + -ENSG00000137965.10 IFI44 chr1 78649796 78664078 + -ENSG00000238015.2 RP4-641G12.3 chr1 78666272 78666695 + -ENSG00000221683.1 AC104837.1 chr1 78687060 78687160 + -ENSG00000235400.1 RP4-641G12.4 chr1 78749073 78750659 + -ENSG00000162618.12 ADGRL4 chr1 78889764 79006718 - -ENSG00000230787.1 PSAT1P3 chr1 79054945 79056055 - -ENSG00000266388.1 AC093430.1 chr1 79135133 79135226 - -ENSG00000235011.2 RP4-726F1.1 chr1 79323769 79324863 + -ENSG00000232676.1 ADH5P2 chr1 79521080 79522203 + -ENSG00000235756.2 RP11-339A11.1 chr1 80092103 80093237 - -ENSG00000260322.1 RP11-339A11.2 chr1 80114943 80116918 + -ENSG00000277670.1 RP11-339A11.3 chr1 80124004 80124361 + -ENSG00000236407.1 HMGB1P18 chr1 80283352 80283970 + -ENSG00000225598.1 RP11-339D23.1 chr1 80373364 80374621 - -ENSG00000213559.4 HNRNPA1P64 chr1 80451083 80452004 - -ENSG00000227062.2 RP11-115A15.4 chr1 80464301 80464718 - -ENSG00000234108.1 RP11-115A15.2 chr1 80495903 80496233 + -ENSG00000224326.1 RP5-933B4.1 chr1 80534978 80584363 - -ENSG00000234184.5 RP5-887A10.1 chr1 80535755 80646788 + -ENSG00000223009.2 AL136234.1 chr1 80599705 80599793 - -ENSG00000227937.1 MTND2P30 chr1 81080790 81081171 + -ENSG00000229752.1 RPL7P10 chr1 81098267 81099005 - -ENSG00000235089.1 RP3-445O10.1 chr1 81208568 81209210 + -ENSG00000223026.1 RN7SKP247 chr1 81251789 81252096 + -ENSG00000117114.19 ADGRL2 chr1 81306160 81992436 + -ENSG00000224494.1 HNRNPA3P14 chr1 81426456 81427605 + -ENSG00000227288.3 RP5-837I24.1 chr1 81501794 81503468 + -ENSG00000227960.1 RP5-837I24.6 chr1 81505099 81506296 + -ENSG00000234953.2 RP5-837I24.2 chr1 81513880 81557702 - -ENSG00000242598.1 MED28P8 chr1 81557121 81557832 - -ENSG00000236676.1 RP5-837I24.4 chr1 81585941 81625713 - -ENSG00000234683.1 RP5-837I24.5 chr1 81596157 81596506 - -ENSG00000215875.4 ST13P20 chr1 81721693 81723068 + -ENSG00000274207.1 AC113949.1 chr1 81990753 81990806 + -ENSG00000233290.1 RP11-147G16.1 chr1 82215220 82261133 - -ENSG00000277664.1 AL357973.1 chr1 82660030 82660119 + -ENSG00000230817.5 LINC01362 chr1 82903183 83166815 + -ENSG00000236268.5 LINC01361 chr1 82973882 82986208 - -ENSG00000231364.1 RP11-413G15.1 chr1 83446053 83454771 + -ENSG00000233008.5 RP11-475O6.1 chr1 83575776 83861023 - -ENSG00000237076.1 RP5-836J3.1 chr1 83790280 83801465 + -ENSG00000137941.16 TTLL7 chr1 83865028 83999150 - -ENSG00000233061.1 TTLL7-IT1 chr1 83979118 83984300 - -ENSG00000229486.2 RP4-552O12.1 chr1 84015865 84018371 - -ENSG00000271576.1 RP11-486G15.2 chr1 84076331 84077931 - -ENSG00000142875.19 PRKACB chr1 84078062 84238498 + -ENSG00000213540.3 RP11-486G15.1 chr1 84085741 84086233 + -ENSG00000266671.3 AL450063.1 chr1 84152387 84152458 + -ENSG00000226970.2 RP11-82H13.2 chr1 84244334 84244577 + -ENSG00000199959.1 SNORA2 chr1 84277321 84277457 + -ENSG00000203943.8 SAMD13 chr1 84298366 84389957 + -ENSG00000249237.5 RP11-376N17.4 chr1 84344678 84349939 + -ENSG00000240520.5 UOX chr1 84365428 84397831 - -ENSG00000137976.7 DNASE2B chr1 84398532 84415018 + -ENSG00000117133.10 RPF1 chr1 84479259 84497790 + -ENSG00000174021.10 GNG5 chr1 84498325 84506565 - -ENSG00000122432.16 SPATA1 chr1 84506291 84566194 + -ENSG00000117151.12 CTBS chr1 84549606 84574480 - -ENSG00000180869.4 LINC01555 chr1 84628230 84635020 - -ENSG00000232622.1 RP11-484D4.3 chr1 84636158 84637106 - -ENSG00000117155.16 SSX2IP chr1 84643707 84690803 - -ENSG00000251899.1 AC104169.1 chr1 84793068 84793199 - -ENSG00000171517.5 LPAR3 chr1 84811602 84893213 - -ENSG00000153898.12 MCOLN2 chr1 84925583 84997113 - -ENSG00000162643.12 WDR63 chr1 84999147 85133138 + -ENSG00000055732.12 MCOLN3 chr1 85018082 85048499 - -ENSG00000266110.1 MIR4423 chr1 85133794 85133873 + -ENSG00000280099.1 RP11-33E12.2 chr1 85152487 85154203 - -ENSG00000097096.8 SYDE2 chr1 85156873 85201046 - -ENSG00000162642.13 C1orf52 chr1 85249953 85259672 - -ENSG00000223254.1 Y_RNA chr1 85264296 85264402 + -ENSG00000142867.12 BCL10 chr1 85266248 85277090 - -ENSG00000223653.5 RP11-131L23.1 chr1 85276715 85448124 + -ENSG00000264380.1 AL590113.1 chr1 85284610 85284673 + -ENSG00000153904.18 DDAH1 chr1 85318481 85578363 - -ENSG00000199459.1 Y_RNA chr1 85435175 85435284 - -ENSG00000273264.1 RP11-131L23.2 chr1 85467295 85467660 + -ENSG00000282057.1 RP4-621F18.2 chr1 85482281 85578250 - -ENSG00000272691.1 RP11-290M5.4 chr1 85578500 85578742 - -ENSG00000142871.15 CYR61 chr1 85580761 85583962 + -ENSG00000199934.1 SNORD81 chr1 85592280 85592356 + -ENSG00000230285.1 RP11-290M5.2 chr1 85599131 85600734 + -ENSG00000117174.10 ZNHIT6 chr1 85649423 85708433 - -ENSG00000171502.14 COL24A1 chr1 85729233 86156943 - -ENSG00000201620.1 RNA5SP51 chr1 85883680 85883798 - -ENSG00000229505.1 RP4-682E18.1 chr1 86029854 86030589 + -ENSG00000122417.15 ODF2L chr1 86346824 86396342 - -ENSG00000278281.1 MIR7856 chr1 86357632 86357687 - -ENSG00000231349.2 RP11-444C12.1 chr1 86404176 86404866 - -ENSG00000137975.7 CLCA2 chr1 86424086 86456558 + -ENSG00000016490.15 CLCA1 chr1 86468368 86500289 + -ENSG00000016602.9 CLCA4 chr1 86547078 86580754 + -ENSG00000224466.1 CDCA4P2 chr1 86552625 86553342 - -ENSG00000236915.1 RP4-651E10.4 chr1 86571181 86693203 - -ENSG00000221702.3 AL356270.1 chr1 86606273 86606361 - -ENSG00000153923.10 CLCA3P chr1 86634273 86655376 + -ENSG00000261737.1 RP4-612B15.3 chr1 86703502 86704462 - -ENSG00000097033.14 SH3GLB1 chr1 86704570 86748184 + -ENSG00000230721.1 RP4-612B15.2 chr1 86784913 86785467 + -ENSG00000183291.15 SEP15 chr1 86862445 86914424 - -ENSG00000153936.16 HS2ST1 chr1 86914648 87109998 + -ENSG00000267734.1 RP4-604K5.3 chr1 86932199 86934891 - -ENSG00000280842.1 AL121989.1 chr1 86952923 86953016 + -ENSG00000267561.2 RP5-1052I5.2 chr1 86993009 87169204 + -ENSG00000235251.2 RP11-384B12.2 chr1 87044935 87045871 - -ENSG00000225568.1 RP11-384B12.3 chr1 87045875 87046700 + -ENSG00000267272.5 LINC01140 chr1 87129765 87169198 + -ENSG00000221222.1 AL139139.1 chr1 87151298 87151445 + -ENSG00000143013.12 LMO4 chr1 87328468 87348923 + -ENSG00000227290.1 LINC01364 chr1 87353524 87371655 - -ENSG00000199318.1 RNA5SP52 chr1 87453240 87453373 - -ENSG00000279778.1 RP11-60A14.1 chr1 87805286 87808372 - -ENSG00000224235.1 RP5-1027O11.1 chr1 87899909 87905714 - -ENSG00000270507.1 CTA-21C21.1 chr1 88313153 88313302 + -ENSG00000239504.3 RN7SL583P chr1 88477828 88478114 - -ENSG00000230053.2 RP11-76N22.1 chr1 88498309 88498676 - -ENSG00000274321.1 uc_338 chr1 88520000 88520170 + -ENSG00000237505.6 PKN2-AS1 chr1 88537513 88685204 - -ENSG00000237959.1 RPL36AP10 chr1 88577880 88578201 + -ENSG00000065243.18 PKN2 chr1 88684222 88836255 + -ENSG00000207234.1 RNU6-125P chr1 88816779 88816885 + -ENSG00000241975.1 TCEB1P19 chr1 88829102 88829419 + -ENSG00000137947.11 GTF2B chr1 88852932 88891944 - -ENSG00000235308.1 RP11-82K18.2 chr1 88923370 88923844 + -ENSG00000137944.16 CCBL2 chr1 88935773 88992953 - -ENSG00000213516.9 RBMXL1 chr1 88979456 88992960 - -ENSG00000117226.11 GBP3 chr1 89006666 89022894 - -ENSG00000202385.1 Y_RNA chr1 89020246 89020365 - -ENSG00000117228.9 GBP1 chr1 89052319 89065360 - -ENSG00000234518.2 PTGES3P1 chr1 89104285 89104767 - -ENSG00000162645.12 GBP2 chr1 89106132 89150456 - -ENSG00000213512.1 GBP7 chr1 89131751 89176040 - -ENSG00000162654.8 GBP4 chr1 89181148 89198932 - -ENSG00000154451.14 GBP5 chr1 89258950 89272804 - -ENSG00000237568.1 RP4-620F22.2 chr1 89260582 89269754 + -ENSG00000238081.1 RP4-620F22.3 chr1 89289676 89290337 - -ENSG00000233235.1 RP5-908D6.1 chr1 89324522 89334880 + -ENSG00000183347.14 GBP6 chr1 89364058 89386461 + -ENSG00000215874.3 CAPNS1P1 chr1 89394033 89394665 + -ENSG00000225492.6 GBP1P1 chr1 89407679 89426243 + -ENSG00000197147.12 LRRC8B chr1 89524836 89597864 + -ENSG00000231999.6 FLJ27354 chr1 89583241 89632894 - -ENSG00000230735.1 RP11-413E1.4 chr1 89629725 89676386 + -ENSG00000171488.14 LRRC8C chr1 89633072 89769903 + -ENSG00000271949.1 RP11-302M6.4 chr1 89633140 89933250 + -ENSG00000226394.2 RP11-413E1.2 chr1 89661212 89661353 - -ENSG00000231613.1 RP5-943J3.1 chr1 89788914 89790492 + -ENSG00000272931.1 RP5-943J3.2 chr1 89820174 89820868 - -ENSG00000171492.14 LRRC8D chr1 89821014 89936611 + -ENSG00000272672.1 RP11-302M6.5 chr1 89939601 89940147 + -ENSG00000252797.1 RN7SKP272 chr1 89987713 89987944 - -ENSG00000228175.3 GEMIN8P4 chr1 89993593 89994321 - -ENSG00000162664.16 ZNF326 chr1 89995112 90035531 + -ENSG00000212459.1 RNU6-695P chr1 90253456 90253559 - -ENSG00000229201.1 RP5-827O9.1 chr1 90510910 90533472 - -ENSG00000199666.2 U3 chr1 90657750 90657964 + -ENSG00000143032.7 BARHL2 chr1 90711539 90717237 - -ENSG00000233593.6 RP4-665J23.1 chr1 90782986 90851650 - -ENSG00000225446.1 RP4-665J23.2 chr1 90851759 90854286 + -ENSG00000272094.1 RP4-665J23.4 chr1 90860550 90862920 - -ENSG00000232882.1 PHKA1P1 chr1 90892992 90893612 - -ENSG00000122482.20 ZNF644 chr1 90915298 91022272 - -ENSG00000232393.1 RPL5P6 chr1 91023919 91024804 + -ENSG00000162669.15 HFM1 chr1 91260766 91404869 - -ENSG00000206817.1 Y_RNA chr1 91261625 91261724 + -ENSG00000215873.2 FEN1P1 chr1 91328369 91329513 + -ENSG00000097046.12 CDC7 chr1 91500893 91525764 + -ENSG00000241318.3 WDR82P2 chr1 91534666 91535593 - -ENSG00000229067.1 RP11-91I11.1 chr1 91600171 91600321 + -ENSG00000203914.4 HSP90B3P chr1 91642516 91644082 + -ENSG00000069702.10 TGFBR3 chr1 91680343 91906335 - -ENSG00000239794.3 RN7SL653P chr1 91829774 91830066 - -ENSG00000137948.18 BRDT chr1 91949371 92014426 + -ENSG00000172031.6 EPHX4 chr1 92029982 92063536 + -ENSG00000233228.1 LPCAT2BP chr1 92066306 92067839 + -ENSG00000230667.5 SETSIP chr1 92074533 92075441 - -ENSG00000189195.9 BTBD8 chr1 92080305 92147836 + -ENSG00000224678.3 GAPDHP46 chr1 92114803 92115796 - -ENSG00000233401.1 PRKAR1AP chr1 92125301 92126462 + -ENSG00000069712.10 KIAA1107 chr1 92167052 92184723 + -ENSG00000273487.1 RP4-621B10.8 chr1 92189237 92190707 + -ENSG00000226773.1 RP4-775D17.1 chr1 92203148 92203991 + -ENSG00000203910.8 C1orf146 chr1 92217940 92245813 + -ENSG00000233125.3 ACTBP12 chr1 92229018 92229435 - -ENSG00000265543.1 AL451010.1 chr1 92229256 92229339 - -ENSG00000174842.16 GLMN chr1 92246402 92298987 - -ENSG00000122484.8 RPAP2 chr1 92298965 92402056 + -ENSG00000242764.3 RN7SL824P chr1 92402389 92402685 - -ENSG00000162676.11 GFI1 chr1 92474762 92486876 - -ENSG00000067208.14 EVI5 chr1 92508696 92792404 - -ENSG00000223787.2 RP4-593M8.1 chr1 92580476 92580821 - -ENSG00000229992.1 HMGB3P9 chr1 92647048 92647630 - -ENSG00000201317.1 RNU4-59P chr1 92700819 92700934 - -ENSG00000225505.1 RP11-330C7.3 chr1 92732000 92733257 + -ENSG00000234202.2 RP11-330C7.4 chr1 92749175 92749330 - -ENSG00000223896.2 CCNJP2 chr1 92755794 92756956 + -ENSG00000122406.12 RPL5 chr1 92832025 92841924 + -ENSG00000154511.11 FAM69A chr1 92832737 92961522 - -ENSG00000206680.1 SNORD21 chr1 92837289 92837383 + -ENSG00000207523.1 SNORA66 chr1 92840719 92840851 + -ENSG00000207022.1 SNORA51 chr1 92846059 92846182 + -ENSG00000229052.2 RP11-386I23.1 chr1 92930696 92934098 + -ENSG00000252121.1 RNU6-970P chr1 92969604 92969710 - -ENSG00000239710.3 RN7SL692P chr1 92974827 92975114 - -ENSG00000252752.1 RNU6-210P chr1 93010257 93010351 + -ENSG00000222664.1 RN7SKP123 chr1 93026252 93026542 + -ENSG00000251837.1 Y_RNA chr1 93027410 93027506 - -ENSG00000143033.17 MTF2 chr1 93079235 93139081 + -ENSG00000117500.12 TMED5 chr1 93149742 93180728 - -ENSG00000122483.17 CCDC18 chr1 93179919 93278730 + -ENSG00000237003.1 RP4-612C19.1 chr1 93190740 93191060 - -ENSG00000225297.1 RP4-612C19.2 chr1 93199755 93199939 - -ENSG00000223745.7 RP4-717I23.3 chr1 93262186 93346025 - -ENSG00000229567.1 RP4-717I23.2 chr1 93278961 93279129 - -ENSG00000117505.12 DR1 chr1 93345888 93369498 + -ENSG00000229635.1 RP4-713B5.2 chr1 93384487 93384998 - -ENSG00000207379.1 Y_RNA chr1 93385711 93385817 + -ENSG00000137942.16 FNBP1L chr1 93448131 93554661 + -ENSG00000212601.1 RNA5SP53 chr1 93488333 93488452 - -ENSG00000137936.16 BCAR3 chr1 93561786 93847150 - -ENSG00000224093.5 RP5-1033H22.2 chr1 93592199 93605573 + -ENSG00000230439.2 RP11-488P3.1 chr1 93752924 93775444 - -ENSG00000211575.2 MIR760 chr1 93846810 93846917 + -ENSG00000260464.1 RP4-561L24.3 chr1 93847174 93848939 + -ENSG00000067334.13 DNTTIP2 chr1 93866283 93879918 - -ENSG00000023909.9 GCLM chr1 93885205 93909456 - -ENSG00000223490.2 CHCHD2P5 chr1 93921268 93921667 - -ENSG00000234099.1 MTND4P11 chr1 93922574 93923945 - -ENSG00000235794.1 RP5-837O21.6 chr1 93924386 93924716 - -ENSG00000232752.1 RP5-837O21.5 chr1 93924743 93925385 - -ENSG00000229842.2 RP5-837O21.4 chr1 93925406 93926072 - -ENSG00000250890.1 RP5-837O21.8 chr1 93926032 93926188 - -ENSG00000236689.1 RP5-837O21.3 chr1 93926615 93927569 - -ENSG00000226960.1 RP5-837O21.1 chr1 93927714 93928302 - -ENSG00000233129.1 RP5-837O21.2 chr1 93934479 93935244 - -ENSG00000198691.11 ABCA4 chr1 93992835 94121132 - -ENSG00000233482.1 RP11-78O9.1 chr1 94145111 94145619 + -ENSG00000137962.12 ARHGAP29 chr1 94148988 94275068 - -ENSG00000264963.2 RN7SL440P chr1 94150738 94151080 + -ENSG00000231363.1 RP11-148B18.1 chr1 94247908 94249492 + -ENSG00000178596.10 GAPDHP29 chr1 94302038 94303022 + -ENSG00000236098.1 RP11-148B18.4 chr1 94318479 94324569 - -ENSG00000226835.1 RP11-148B18.3 chr1 94333267 94334848 + -ENSG00000232918.2 RP11-366L18.1 chr1 94406395 94406882 - -ENSG00000117528.11 ABCD3 chr1 94418455 94518666 + -ENSG00000117525.13 F3 chr1 94529225 94541800 - -ENSG00000223675.1 RP11-86H7.6 chr1 94585556 94592297 - -ENSG00000235565.1 RP11-86H7.7 chr1 94621151 94624184 - -ENSG00000224081.7 LINC01057 chr1 94638461 94820281 - -ENSG00000232857.2 KATNBL1P2 chr1 94650544 94651378 - -ENSG00000244433.2 PGBD4P7 chr1 94672918 94674161 - -ENSG00000274778.1 AC093117.1 chr1 94676302 94676409 + -ENSG00000263526.1 MIR378G chr1 94745860 94745900 - -ENSG00000143036.16 SLC44A3 chr1 94820342 94895246 + -ENSG00000237416.6 RP11-465K1.2 chr1 94836748 94855426 - -ENSG00000117519.15 CNN3 chr1 94896949 94927278 - -ENSG00000235501.5 RP4-639F20.1 chr1 94927566 94963270 + -ENSG00000172339.9 ALG14 chr1 94974407 95072945 - -ENSG00000230427.1 RP11-313A24.1 chr1 95061596 95067545 + -ENSG00000152078.9 TMEM56 chr1 95117338 95197607 + -ENSG00000271092.5 TMEM56-RWDD3 chr1 95117923 95247225 + -ENSG00000231992.1 RP11-57H12.2 chr1 95120147 95138554 + -ENSG00000206679.1 Y_RNA chr1 95125511 95125609 - -ENSG00000226026.5 RP11-57H12.3 chr1 95163219 95233982 - -ENSG00000122481.16 RWDD3 chr1 95234155 95247225 + -ENSG00000228852.6 RP11-57H12.5 chr1 95243167 95278940 - -ENSG00000228504.1 RP4-586O15.1 chr1 95310928 95318263 - -ENSG00000230434.1 RP11-14O19.1 chr1 95351251 95352254 - -ENSG00000237954.7 RP11-14O19.2 chr1 95356229 95381000 - -ENSG00000233907.1 FLJ31662 chr1 95474737 95479356 + -ENSG00000216037.1 AL356479.1 chr1 95504976 95505063 - -ENSG00000228971.2 RP11-286B14.1 chr1 95510116 95782342 + -ENSG00000271252.1 RP11-286B14.2 chr1 95743096 95759470 + -ENSG00000221798.1 AC092812.1 chr1 95886540 95886626 + -ENSG00000237435.8 RP11-147C23.1 chr1 95937901 96022880 + -ENSG00000200800.1 RNU1-130P chr1 96225901 96226060 + -ENSG00000231987.1 RP5-898J17.1 chr1 96254069 96374125 - -ENSG00000225923.1 RP4-736I12.1 chr1 96390652 96391393 + -ENSG00000234422.1 UBE2WP1 chr1 96418594 96418933 + -ENSG00000228502.1 EEF1A1P11 chr1 96446930 96448318 + -ENSG00000241992.3 RN7SL831P chr1 96583209 96583527 + -ENSG00000234226.5 NDUFS5P2 chr1 96584422 96584727 - -ENSG00000137970.7 RPL7P9 chr1 96678874 96679620 - -ENSG00000223229.1 RN7SKP270 chr1 96695856 96696167 - -ENSG00000117569.18 PTBP2 chr1 96721665 96823738 + -ENSG00000212039.1 AL592205.1 chr1 96902699 96902792 + -ENSG00000265771.1 AL592205.2 chr1 96935545 96935663 + -ENSG00000188641.12 DPYD chr1 97077743 97921049 - -ENSG00000232878.3 DPYD-AS1 chr1 97095923 97322955 + -ENSG00000232542.1 DPYD-IT1 chr1 97394154 97420141 - -ENSG00000228057.1 SEC63P1 chr1 97545701 97546958 + -ENSG00000226128.1 RPL26P9 chr1 97585862 97586294 + -ENSG00000230718.1 RP11-272L13.2 chr1 97774669 97775026 + -ENSG00000235777.1 DPYD-AS2 chr1 97796921 97798066 + -ENSG00000270911.1 RP11-272L13.4 chr1 97855575 97856825 + -ENSG00000269998.1 RP11-272L13.3 chr1 97933474 97941746 - -ENSG00000259946.1 RP11-490G2.2 chr1 97967005 97968814 - -ENSG00000225206.5 MIR137HG chr1 97988000 98049863 - -ENSG00000276280.1 MIR2682 chr1 98045242 98045351 - -ENSG00000277990.1 MIR137 chr1 98046070 98046171 - -ENSG00000233557.2 NFU1P2 chr1 98077000 98077468 + -ENSG00000226053.1 RP5-1070A16.1 chr1 98210747 98272658 + -ENSG00000221777.1 AL160056.1 chr1 98373385 98373499 + -ENSG00000280040.1 RP11-296E3.2 chr1 98660388 98661059 - -ENSG00000162627.16 SNX7 chr1 98661701 98760500 + -ENSG00000117598.11 LPPR5 chr1 98890245 99005032 - -ENSG00000232825.1 RP5-896L10.1 chr1 99004276 99148852 + -ENSG00000227034.1 RP11-234N17.1 chr1 99008218 99008474 + -ENSG00000117600.12 LPPR4 chr1 99263953 99309590 + -ENSG00000233983.2 RP4-735N21.1 chr1 99464378 99464776 + -ENSG00000224445.2 RP11-413P11.1 chr1 99472415 99534015 - -ENSG00000099260.10 PALMD chr1 99645943 99694541 + -ENSG00000223656.1 HMGB3P10 chr1 99698242 99699178 + -ENSG00000156869.12 FRRS1 chr1 99708703 99766631 - -ENSG00000201491.1 RNU4-75P chr1 99784740 99784885 - -ENSG00000202254.1 Y_RNA chr1 99791662 99791753 + -ENSG00000231996.1 RP4-581O6.1 chr1 99842610 99842761 + -ENSG00000162688.15 AGL chr1 99850084 99924023 + -ENSG00000228084.1 RP5-884G6.2 chr1 99968383 99969864 - -ENSG00000117620.12 SLC35A3 chr1 99969789 100026979 + -ENSG00000212248.1 RNU6-750P chr1 99978939 99979045 + -ENSG00000202259.1 RNU6-1318P chr1 100000637 100000739 - -ENSG00000261254.2 RP4-714D9.5 chr1 100030566 100035637 + -ENSG00000156875.13 HIAT1 chr1 100038097 100083377 + -ENSG00000241073.1 RP4-714D9.2 chr1 100057990 100084471 - -ENSG00000156876.9 SASS6 chr1 100083563 100132955 - -ENSG00000226952.1 RP4-714D9.4 chr1 100099239 100099490 + -ENSG00000122435.9 TRMT13 chr1 100133150 100150497 + -ENSG00000122477.12 LRRC39 chr1 100148449 100178273 - -ENSG00000137992.14 DBT chr1 100186919 100249834 - -ENSG00000271415.1 RPL23AP90 chr1 100196816 100197051 + -ENSG00000225169.1 BRI3P1 chr1 100213293 100213670 + -ENSG00000230287.3 RP11-305E17.4 chr1 100249090 100249311 + -ENSG00000224616.1 RTCA-AS1 chr1 100264009 100266120 - -ENSG00000137996.12 RTCA chr1 100266207 100292769 + -ENSG00000207750.1 MIR553 chr1 100281241 100281308 + -ENSG00000215871.2 RP5-837M10.1 chr1 100331804 100332617 - -ENSG00000223906.1 RP5-837M10.2 chr1 100344477 100345242 + -ENSG00000079335.17 CDC14A chr1 100351734 100520277 + -ENSG00000216067.1 AC104457.1 chr1 100378682 100378775 - -ENSG00000234332.1 BCAS2P2 chr1 100393033 100394026 - -ENSG00000228086.1 RP5-837M10.4 chr1 100462399 100485997 - -ENSG00000181656.6 GPR88 chr1 100538137 100542018 + -ENSG00000213421.4 RP11-84O12.2 chr1 100586649 100587431 - -ENSG00000230402.2 LINC01349 chr1 100627049 100640613 - -ENSG00000224685.1 RP11-84O12.3 chr1 100651947 100652267 + -ENSG00000162692.10 VCAM1 chr1 100719742 100739045 + -ENSG00000162694.13 EXTL2 chr1 100872372 100895998 - -ENSG00000273204.1 RP4-549L20.3 chr1 100894928 100895356 + -ENSG00000162695.11 SLC30A7 chr1 100896076 100981753 + -ENSG00000230946.3 HNRNPA1P68 chr1 100941017 100941995 - -ENSG00000117543.19 DPH5 chr1 100989623 101026088 - -ENSG00000235795.1 RP11-421L21.2 chr1 100995473 100996260 + -ENSG00000233184.6 RP11-421L21.3 chr1 101025878 101087268 + -ENSG00000252765.1 SCARNA16 chr1 101133153 101133339 + -ENSG00000280622.1 AC093157.1 chr1 101133263 101133340 + -ENSG00000271578.1 RP5-1033H2.1 chr1 101190520 101190994 + -ENSG00000225938.1 RP4-575N6.4 chr1 101235683 101236528 - -ENSG00000170989.8 S1PR1 chr1 101236888 101241518 + -ENSG00000260940.1 RP4-575N6.5 chr1 101243158 101243749 + -ENSG00000228399.1 RP4-575N6.2 chr1 101256274 101256616 + -ENSG00000173810.9 PPIAP7 chr1 101270875 101271363 - -ENSG00000231671.1 LINC01307 chr1 101323337 101390303 + -ENSG00000226715.1 RP11-411H5.1 chr1 101723742 101729614 + -ENSG00000252530.1 RNU6-965P chr1 101728642 101728737 - -ENSG00000183298.5 RP11-556K13.1 chr1 101786340 101787219 - -ENSG00000118733.16 OLFM3 chr1 101802574 101997030 - -ENSG00000252717.1 RNU6-352P chr1 101859851 101859957 + -ENSG00000271277.1 RP11-82O2.2 chr1 101882516 101882894 + -ENSG00000162699.5 DNAJA1P5 chr1 101893105 101894047 + -ENSG00000233359.1 RP11-202K23.1 chr1 102199739 102389630 - -ENSG00000230864.1 RP5-936J12.1 chr1 102763322 102853842 - -ENSG00000060718.18 COL11A1 chr1 102876467 103108496 - -ENSG00000234257.1 SOD2P1 chr1 103100143 103100704 - -ENSG00000230759.1 RP11-153F1.2 chr1 103414879 103425465 + -ENSG00000224613.6 RP11-153F1.1 chr1 103418079 103525483 - -ENSG00000222069.1 RN7SKP285 chr1 103523562 103523879 + -ENSG00000185946.15 RNPC3 chr1 103525691 103555239 + -ENSG00000240038.6 AMY2B chr1 103553815 103579534 + -ENSG00000236085.1 ACTG1P4 chr1 103569553 103570674 + -ENSG00000243480.7 AMY2A chr1 103616811 103625780 + -ENSG00000237763.9 AMY1A chr1 103655290 103664554 + -ENSG00000234441.1 RP5-1108M17.5 chr1 103668071 103668268 - -ENSG00000174876.16 AMY1B chr1 103687415 103696680 - -ENSG00000227408.1 AMYP1 chr1 103713723 103719871 + -ENSG00000187733.6 AMY1C chr1 103750406 103758690 + -ENSG00000225191.1 RP11-97C18.1 chr1 103926567 103927806 + -ENSG00000243500.1 RP11-364B6.2 chr1 104073010 104073537 + -ENSG00000215869.3 RP11-364B6.1 chr1 104073023 104077087 + -ENSG00000281297.1 AC092506.1 chr1 104153272 104153347 + -ENSG00000228347.1 FTLP17 chr1 104153306 104153830 - -ENSG00000225036.1 RP11-414B7.1 chr1 105433994 105434821 + -ENSG00000230768.7 RP11-251P6.1 chr1 105587575 105618958 - -ENSG00000227850.1 SEPT2P1 chr1 105698039 105698218 + -ENSG00000237897.2 RP11-90H3.2 chr1 105890693 105891430 - -ENSG00000232952.1 RP11-90H3.1 chr1 105891739 105893517 + -ENSG00000233047.5 RP11-24P14.1 chr1 105927624 106023212 - -ENSG00000237480.1 RP5-947P14.1 chr1 106073247 106084499 + -ENSG00000230932.2 RP5-947P14.2 chr1 106080801 106081379 - -ENSG00000270342.1 RP11-478L17.1 chr1 106544342 106544744 - -ENSG00000270976.1 RP11-110F24.1 chr1 106780223 106780435 + -ENSG00000233449.1 RP11-233E12.4 chr1 106802755 106803427 - -ENSG00000232551.2 RP11-233E12.2 chr1 106804474 106806032 - -ENSG00000237460.2 RP11-233E12.1 chr1 106818239 106838167 + -ENSG00000198890.7 PRMT6 chr1 107056679 107059294 + -ENSG00000162631.18 NTNG1 chr1 107140007 107483458 + -ENSG00000224550.1 RP11-270C12.3 chr1 107505203 107505448 + -ENSG00000134215.15 VAV3 chr1 107571160 107965144 - -ENSG00000275455.1 MIR7852 chr1 107897223 107897304 + -ENSG00000230489.1 VAV3-AS1 chr1 107964443 107994607 + -ENSG00000264753.1 AL390036.1 chr1 108018653 108018771 - -ENSG00000226822.1 RP11-356N1.2 chr1 108071482 108074519 + -ENSG00000085491.15 SLC25A24 chr1 108134036 108200849 - -ENSG00000260879.1 RP11-483I13.5 chr1 108199926 108201491 + -ENSG00000280186.1 RP11-483I13.6 chr1 108200413 108202743 + -ENSG00000196427.13 NBPF4 chr1 108223341 108244081 - -ENSG00000238122.1 RP11-483I13.2 chr1 108261196 108273689 - -ENSG00000241361.8 SLC25A24P1 chr1 108272943 108337853 + -ENSG00000186086.16 NBPF6 chr1 108375799 108471002 + -ENSG00000243967.4 NBPF5P chr1 108375838 108410814 + -ENSG00000238118.1 SLC25A24P2 chr1 108383736 108421295 - -ENSG00000224698.1 RP11-131J3.1 chr1 108420689 108433184 + -ENSG00000227832.1 ST13P21 chr1 108502358 108503455 + -ENSG00000226483.2 RP5-964H19.2 chr1 108508574 108509243 + -ENSG00000162636.15 FAM102B chr1 108560089 108644900 + -ENSG00000162639.15 HENMT1 chr1 108648290 108661526 - -ENSG00000134186.11 PRPF38B chr1 108692323 108701803 + -ENSG00000143107.8 FNDC7 chr1 108712657 108742740 + -ENSG00000232971.2 RP11-293A10.3 chr1 108734256 108734725 - -ENSG00000116266.10 STXBP3 chr1 108746674 108809526 + -ENSG00000228076.2 RP11-475E11.2 chr1 108766841 108767584 - -ENSG00000162641.18 AKNAD1 chr1 108815898 108858228 - -ENSG00000274068.1 RP11-475E11.9 chr1 108837660 108963484 - -ENSG00000203897.3 SPATA42 chr1 108857217 108858524 + -ENSG00000121957.12 GPSM2 chr1 108875350 108934545 + -ENSG00000121940.15 CLCC1 chr1 108929508 108963457 - -ENSG00000085433.15 WDR47 chr1 108970214 109042113 - -ENSG00000237349.1 RP5-1065J22.2 chr1 108986963 108987245 - -ENSG00000244716.3 RP11-20O24.4 chr1 108992282 108992836 + -ENSG00000228665.2 RP11-20O24.1 chr1 109030067 109030319 + -ENSG00000228054.2 RANP5 chr1 109046828 109047482 + -ENSG00000197780.9 TAF13 chr1 109062486 109076002 - -ENSG00000273382.1 RP5-1065J22.8 chr1 109087971 109090858 - -ENSG00000215717.5 TMEM167B chr1 109089803 109096934 + -ENSG00000278249.1 SCARNA2 chr1 109100193 109100612 + -ENSG00000270066.3 SCARNA2 chr1 109100193 109100619 + -ENSG00000251484.3 RP5-1065J22.4 chr1 109103535 109104766 - -ENSG00000179902.12 C1orf194 chr1 109105951 109113857 - -ENSG00000116299.16 KIAA1324 chr1 109113679 109206781 + -ENSG00000031698.12 SARS chr1 109213918 109238169 + -ENSG00000143126.7 CELSR2 chr1 109250019 109275750 + -ENSG00000134222.16 PSRC1 chr1 109279556 109283186 - -ENSG00000221986.6 MYBPHL chr1 109292365 109307041 - -ENSG00000134243.11 SORT1 chr1 109309568 109397951 - -ENSG00000143106.12 PSMA5 chr1 109399031 109426427 - -ENSG00000143028.8 SYPL2 chr1 109466628 109482137 + -ENSG00000162650.15 ATXN7L2 chr1 109483479 109492804 + -ENSG00000174151.14 CYB561D1 chr1 109494052 109502932 + -ENSG00000181754.6 AMIGO1 chr1 109504175 109509738 - -ENSG00000156097.12 GPR61 chr1 109539872 109548406 + -ENSG00000254942.1 RP5-1160K1.8 chr1 109539906 109543837 - -ENSG00000065135.8 GNAI3 chr1 109548611 109618321 + -ENSG00000206832.1 RNU6V chr1 109591534 109591640 - -ENSG00000225113.1 RP5-1160K1.3 chr1 109596225 109597781 + -ENSG00000207709.2 MIR197 chr1 109598893 109598967 + -ENSG00000134183.11 GNAT2 chr1 109603267 109619929 - -ENSG00000116337.15 AMPD2 chr1 109616104 109632051 + -ENSG00000228703.1 RP5-1160K1.6 chr1 109628417 109630305 - -ENSG00000235045.2 RPL7P8 chr1 109651370 109652099 + -ENSG00000168765.15 GSTM4 chr1 109656081 109674836 + -ENSG00000213366.12 GSTM2 chr1 109668022 109709551 + -ENSG00000134184.12 GSTM1 chr1 109687814 109709039 + -ENSG00000260246.1 AC000032.2 chr1 109693117 109693742 - -ENSG00000134201.10 GSTM5 chr1 109712255 109775428 + -ENSG00000241720.2 RP4-735C1.4 chr1 109725820 109775252 + -ENSG00000134202.10 GSTM3 chr1 109733932 109741038 - -ENSG00000198758.10 EPS8L3 chr1 109750080 109764027 - -ENSG00000224927.2 NDUFA5P10 chr1 109810642 109810998 - -ENSG00000228420.1 RP4-735C1.6 chr1 109828355 109871436 + -ENSG00000235005.1 RP11-195M16.1 chr1 109884176 109886264 - -ENSG00000261055.1 RP11-195M16.3 chr1 109895973 109897861 + -ENSG00000184371.13 CSF1 chr1 109910242 109930992 + -ENSG00000168710.17 AHCYL1 chr1 109984686 110023741 + -ENSG00000143093.14 STRIP1 chr1 110031577 110074641 + -ENSG00000258634.3 RP4-773N10.4 chr1 110058340 110062555 + -ENSG00000156150.6 ALX3 chr1 110059994 110070700 - -ENSG00000258673.1 LINC01397 chr1 110082688 110109719 + -ENSG00000186150.4 UBL4B chr1 110112468 110113945 + -ENSG00000197106.6 SLC6A17 chr1 110150486 110202202 + -ENSG00000227091.1 RP5-1028L10.1 chr1 110166186 110172489 - -ENSG00000235526.1 RP5-1028L10.2 chr1 110177643 110178719 - -ENSG00000224965.1 KCNC4-AS1 chr1 110208834 110209987 - -ENSG00000116396.13 KCNC4 chr1 110211343 110283100 + -ENSG00000200536.1 SNORA25 chr1 110272484 110272607 + -ENSG00000227963.1 RP5-1074L1.1 chr1 110286375 110339171 - -ENSG00000162775.14 RBM15 chr1 110338506 110346681 + -ENSG00000224699.8 LAMTOR5-AS1 chr1 110347116 110443817 + -ENSG00000168679.17 SLC16A4 chr1 110362848 110391082 - -ENSG00000273373.1 RP5-1074L1.4 chr1 110370154 110373003 + -ENSG00000134248.13 LAMTOR5 chr1 110401249 110407942 - -ENSG00000143125.5 PROK1 chr1 110451200 110457354 + -ENSG00000270380.1 RP11-470L19.5 chr1 110456505 110457354 - -ENSG00000240194.6 CYMP chr1 110480752 110491277 + -ENSG00000235407.1 RP11-470L19.2 chr1 110487680 110490258 - -ENSG00000143105.6 KCNA10 chr1 110517251 110518838 - -ENSG00000177301.13 KCNA2 chr1 110593580 110631474 - -ENSG00000281882.1 AL365361.1 chr1 110601750 110601863 + -ENSG00000259834.1 RP11-284N8.3 chr1 110653560 110657040 - -ENSG00000177272.8 KCNA3 chr1 110672465 110675033 - -ENSG00000199710.1 Y_RNA chr1 110764408 110764506 - -ENSG00000237415.2 NRBF2P3 chr1 110848077 110848941 - -ENSG00000232791.3 OR11I1P chr1 110853938 110854891 + -ENSG00000143119.12 CD53 chr1 110873154 110899928 + -ENSG00000261654.1 RP11-96K19.4 chr1 110936369 110942353 - -ENSG00000232811.1 RP11-96K19.2 chr1 110943467 110952848 + -ENSG00000121931.15 LRIF1 chr1 110947185 110964079 - -ENSG00000273010.1 RP11-96K19.5 chr1 110963302 110964649 + -ENSG00000225672.1 CCNT2P1 chr1 111007700 111015530 - -ENSG00000252760.1 RNA5SP54 chr1 111041834 111041925 + -ENSG00000156171.14 DRAM2 chr1 111117333 111140216 - -ENSG00000134255.13 CEPT1 chr1 111139627 111185102 + -ENSG00000272982.1 RP5-1180E21.4 chr1 111181374 111181491 - -ENSG00000273221.1 RP5-1180E21.5 chr1 111184415 111185061 - -ENSG00000162777.16 DENND2D chr1 111187174 111204535 - -ENSG00000064886.13 CHI3L2 chr1 111200771 111243440 + -ENSG00000236040.1 CHIAP1 chr1 111250254 111256715 + -ENSG00000203878.11 CHIAP2 chr1 111280059 111286116 + -ENSG00000134216.18 CHIA chr1 111290862 111320566 + -ENSG00000229283.1 RP5-1125M8.2 chr1 111317600 111323981 - -ENSG00000232240.2 RP5-1125M8.3 chr1 111323833 111324075 + -ENSG00000173947.13 PIFO chr1 111346288 111353013 + -ENSG00000234020.1 CHIAP3 chr1 111353275 111367409 - -ENSG00000236012.2 HIGD1AP12 chr1 111380291 111380571 + -ENSG00000227179.6 PGCP1 chr1 111382860 111391819 - -ENSG00000085465.12 OVGP1 chr1 111414314 111427777 - -ENSG00000260948.1 RP11-552M11.8 chr1 111431046 111433068 - -ENSG00000233337.1 UBE2FP3 chr1 111437514 111438037 + -ENSG00000243960.1 RP11-552M11.4 chr1 111438638 111441364 - -ENSG00000116455.13 WDR77 chr1 111439890 111449376 - -ENSG00000199890.1 Y_RNA chr1 111446798 111446908 + -ENSG00000116459.10 ATP5F1 chr1 111448864 111462773 + -ENSG00000143110.11 C1orf162 chr1 111473792 111478512 + -ENSG00000121933.17 ADORA3 chr1 111483348 111563962 - -ENSG00000200360.1 RNU6-792P chr1 111490317 111490423 - -ENSG00000282608.1 ADORA3 chr1 111499429 111503760 - -ENSG00000116473.14 RAP1A chr1 111542218 111716691 + -ENSG00000231346.5 LINC01160 chr1 111599655 111608723 - -ENSG00000215867.4 KRT18P57 chr1 111648291 111649544 - -ENSG00000201028.1 RNU6-151P chr1 111650431 111650537 - -ENSG00000197852.9 FAM212B chr1 111680630 111755824 - -ENSG00000227811.2 FAM212B-AS1 chr1 111739841 111747798 + -ENSG00000064703.11 DDX20 chr1 111755245 111768016 + -ENSG00000171385.9 KCND3 chr1 111770662 111989155 - -ENSG00000232558.1 KCND3-IT1 chr1 111853762 111856905 - -ENSG00000237556.1 KCND3-AS1 chr1 111909336 111910931 + -ENSG00000231437.3 RP11-88H9.2 chr1 111989770 111998842 + -ENSG00000231246.1 RP5-965F6.2 chr1 112177234 112360528 - -ENSG00000234388.2 TXNP3 chr1 112363281 112363581 + -ENSG00000238761.1 snoU13 chr1 112371004 112371107 + -ENSG00000143079.14 CTTNBP2NL chr1 112396181 112463456 + -ENSG00000134245.17 WNT2B chr1 112466541 112530165 + -ENSG00000273483.1 RP4-671G15.2 chr1 112517799 112518441 - -ENSG00000007341.18 ST7L chr1 112523518 112620825 - -ENSG00000116489.12 CAPZA1 chr1 112619173 112671619 + -ENSG00000235299.2 MRPL53P1 chr1 112625906 112626224 - -ENSG00000252750.1 RNU7-70P chr1 112634719 112634784 - -ENSG00000155363.18 MOV10 chr1 112673141 112700746 + -ENSG00000225075.1 RP11-426L16.3 chr1 112693688 112696621 - -ENSG00000155366.16 RHOC chr1 112701106 112707434 - -ENSG00000271810.5 RP11-426L16.10 chr1 112702614 112711433 - -ENSG00000155367.15 PPM1J chr1 112709994 112715477 - -ENSG00000261595.1 RP11-426L16.9 chr1 112715672 112717796 + -ENSG00000184599.13 FAM19A3 chr1 112720419 112727235 + -ENSG00000234790.1 NUTF2P4 chr1 112748095 112748475 + -ENSG00000215866.7 LINC01356 chr1 112820170 112850643 - -ENSG00000224167.1 RP3-522D1.1 chr1 112850028 112877871 + -ENSG00000228040.1 RP3-522D1.2 chr1 112890767 112890922 - -ENSG00000155380.11 SLC16A1 chr1 112911847 112957013 - -ENSG00000229020.4 AKR7A2P1 chr1 112923423 112924337 + -ENSG00000226419.6 SLC16A1-AS1 chr1 112956415 112999496 + -ENSG00000236066.5 RP11-389O22.1 chr1 113008254 113047055 + -ENSG00000238198.1 RP11-31F15.2 chr1 113011687 113073105 - -ENSG00000198799.11 LRIG2 chr1 113073209 113132260 + -ENSG00000281918.1 Metazoa_SRP chr1 113079537 113079847 + -ENSG00000237278.2 RLIMP2 chr1 113125321 113126883 - -ENSG00000233839.1 RP11-389O22.4 chr1 113168994 113169403 + -ENSG00000236887.1 RP11-389O22.5 chr1 113198825 113199258 + -ENSG00000081026.18 MAGI3 chr1 113390749 113685923 + -ENSG00000232499.2 RP11-512F24.1 chr1 113449700 113450728 + -ENSG00000238256.1 MTND5P20 chr1 113576757 113576899 - -ENSG00000116793.15 PHTF1 chr1 113696831 113759489 - -ENSG00000232450.1 RP4-730K3.3 chr1 113698884 113699631 - -ENSG00000081019.13 RSBN1 chr1 113761832 113812476 - -ENSG00000231128.5 RP5-1073O3.2 chr1 113812379 113829171 + -ENSG00000134242.15 PTPN22 chr1 113813811 113871759 - -ENSG00000226167.1 AP4B1-AS1 chr1 113856635 113901237 + -ENSG00000188761.11 BCL2L15 chr1 113878168 113887547 - -ENSG00000134262.12 AP4B1 chr1 113894748 113905201 - -ENSG00000118655.4 DCLRE1B chr1 113905141 113914086 + -ENSG00000235527.6 HIPK1-AS1 chr1 113924000 113929492 - -ENSG00000163349.21 HIPK1 chr1 113929192 113977869 + -ENSG00000116774.11 OLFML3 chr1 113979391 114035572 + -ENSG00000270780.1 RP4-590F24.1 chr1 114001433 114002235 - -ENSG00000282048.1 RP4-590F24.2 chr1 114032393 114034511 + -ENSG00000134207.14 SYT6 chr1 114089291 114153919 - -ENSG00000232895.2 RP4-543J13.1 chr1 114206427 114262278 - -ENSG00000273698.1 RP4-543J13.2 chr1 114279011 114279275 - -ENSG00000271419.1 RP4-591B8.3 chr1 114353986 114355178 + -ENSG00000197323.10 TRIM33 chr1 114392777 114511160 - -ENSG00000226984.1 RP4-591B8.2 chr1 114459934 114460360 + -ENSG00000225650.2 EIF2S2P5 chr1 114468315 114469282 + -ENSG00000201114.1 Y_RNA chr1 114490724 114490832 + -ENSG00000236480.1 PKMP1 chr1 114535995 114537840 + -ENSG00000116752.5 BCAS2 chr1 114567557 114581639 - -ENSG00000175984.14 DENND2C chr1 114582848 114670422 - -ENSG00000116748.19 AMPD1 chr1 114673098 114695618 - -ENSG00000242769.3 RN7SL432P chr1 114697627 114697924 - -ENSG00000213281.4 NRAS chr1 114704469 114716894 - -ENSG00000009307.15 CSDE1 chr1 114716913 114758676 - -ENSG00000201900.1 RNY1P13 chr1 114727720 114727824 + -ENSG00000052723.11 SIKE1 chr1 114769479 114780685 - -ENSG00000227970.1 NR1H5P chr1 114837227 114851453 + -ENSG00000198765.11 SYCP1 chr1 114854803 114995370 + -ENSG00000134200.3 TSHB chr1 115029824 115034309 + -ENSG00000134198.9 TSPAN2 chr1 115048011 115089500 - -ENSG00000233730.1 RP4-666F24.3 chr1 115099672 115102658 + -ENSG00000228035.1 RP4-663N10.1 chr1 115283034 115368072 + -ENSG00000134259.3 NGF chr1 115285918 115338236 - -ENSG00000226973.1 RP4-663N10.2 chr1 115471941 115476027 + -ENSG00000274468.1 RP4-663N10.3 chr1 115479428 115481572 + -ENSG00000229101.1 TCEB1P20 chr1 115556826 115557475 + -ENSG00000232185.1 CNOT7P2 chr1 115564601 115565432 + -ENSG00000270631.1 RP11-710N8.3 chr1 115577229 115577786 - -ENSG00000239984.3 RN7SL420P chr1 115606471 115606768 + -ENSG00000207502.1 SNORA42 chr1 115621872 115622005 - -ENSG00000173218.14 VANGL1 chr1 115641953 115698224 + -ENSG00000118729.11 CASQ2 chr1 115700007 115768781 - -ENSG00000177551.5 NHLH2 chr1 115836377 115843917 - -ENSG00000214204.4 HNRNPA1P43 chr1 115856910 115857819 - -ENSG00000271143.1 RP11-12L8.2 chr1 115916497 115916699 + -ENSG00000228127.1 RP11-12L8.1 chr1 115919376 115925908 + -ENSG00000163393.12 SLC22A15 chr1 115976498 116070054 + -ENSG00000237993.1 RP11-159M11.2 chr1 116013813 116017705 - -ENSG00000173212.4 MAB21L3 chr1 116111755 116135240 + -ENSG00000235933.1 RP5-1185H19.2 chr1 116164284 116166241 + -ENSG00000221040.2 U3 chr1 116278606 116278821 + -ENSG00000163399.15 ATP1A1 chr1 116372668 116410261 + -ENSG00000203865.9 ATP1A1-AS1 chr1 116392247 116418622 - -ENSG00000212385.1 RNU6-817P chr1 116413766 116413869 - -ENSG00000233154.5 RP4-655J12.4 chr1 116423724 116478842 - -ENSG00000230381.2 RP4-655J12.5 chr1 116429049 116433368 - -ENSG00000200547.1 Y_RNA chr1 116452536 116452627 + -ENSG00000224950.2 RP5-1086K13.1 chr1 116493016 116499212 - -ENSG00000116815.15 CD58 chr1 116514535 116571039 - -ENSG00000177173.5 NAP1L4P1 chr1 116532936 116534092 - -ENSG00000264419.1 MIR548AC chr1 116560024 116560111 - -ENSG00000143061.17 IGSF3 chr1 116574399 116667755 - -ENSG00000238532.1 AL355794.1 chr1 116592106 116592199 - -ENSG00000211543.2 MIR320B1 chr1 116671749 116671827 + -ENSG00000203864.3 C1orf137 chr1 116694112 116706603 + -ENSG00000231072.1 GAPDHP64 chr1 116713833 116714835 - -ENSG00000223489.1 NEFHP1 chr1 116739981 116742609 - -ENSG00000116824.4 CD2 chr1 116754385 116769228 + -ENSG00000225079.2 FTH1P22 chr1 116775104 116775623 - -ENSG00000221425.1 AL157904.1 chr1 116905150 116905294 + -ENSG00000272715.1 RP4-753F5.1 chr1 116909149 116909531 - -ENSG00000134247.9 PTGFRN chr1 116910057 116990358 + -ENSG00000252510.1 RNA5SP55 chr1 116962347 116962471 - -ENSG00000134256.12 CD101 chr1 117001750 117036476 + -ENSG00000236137.1 RP11-27K13.3 chr1 117025482 117059490 - -ENSG00000116830.11 TTF2 chr1 117060303 117107453 + -ENSG00000215930.1 MIR942 chr1 117094643 117094728 + -ENSG00000134253.9 TRIM45 chr1 117111060 117122587 - -ENSG00000228453.1 RPS15AP9 chr1 117138229 117138609 + -ENSG00000134258.16 VTCN1 chr1 117143587 117210960 - -ENSG00000277141.1 Metazoa_SRP chr1 117243212 117243508 - -ENSG00000235202.1 LINC01525 chr1 117295520 117321336 + -ENSG00000271427.1 RP11-188D8.1 chr1 117364899 117365473 - -ENSG00000198162.12 MAN1A2 chr1 117367449 117528872 + -ENSG00000279513.1 RP4-675C20.4 chr1 117493515 117495006 + -ENSG00000226755.2 VPS25P1 chr1 117549415 117549922 + -ENSG00000236866.5 AL157902.3 chr1 117596832 117605770 - -ENSG00000183508.4 FAM46C chr1 117605934 117628372 + -ENSG00000213262.3 AL365331.2 chr1 117640812 117641639 - -ENSG00000212266.1 SNORA40 chr1 117688621 117688742 - -ENSG00000270719.1 RP11-134N8.2 chr1 117700029 117700242 - -ENSG00000228217.1 AL390877.1 chr1 117778087 117778506 - -ENSG00000196505.10 GDAP2 chr1 117863485 117929630 - -ENSG00000065183.15 WDR3 chr1 117929720 117966542 + -ENSG00000155761.13 SPAG17 chr1 117953861 118185223 - -ENSG00000222209.1 RNA5SP56 chr1 118264372 118264489 - -ENSG00000226126.2 PSMC1P12 chr1 118614333 118615646 - -ENSG00000229911.2 RP4-630J13.1 chr1 118712999 118713678 + -ENSG00000092607.13 TBX15 chr1 118883046 118989556 - -ENSG00000226172.2 RP4-712E4.1 chr1 119000344 119001392 - -ENSG00000239216.1 RP4-712E4.2 chr1 119000618 119001405 - -ENSG00000116874.11 WARS2 chr1 119031216 119140671 - -ENSG00000224238.2 WARS2-IT1 chr1 119047405 119064785 + -ENSG00000223575.2 RBMX2P3 chr1 119084998 119085954 - -ENSG00000236804.1 RPS3AP12 chr1 119126539 119127291 - -ENSG00000231365.5 RP11-418J17.1 chr1 119140396 119275973 + -ENSG00000227056.2 RPL6P2 chr1 119219314 119220096 - -ENSG00000227712.1 RP11-418J17.3 chr1 119260265 119327303 - -ENSG00000232650.5 RP5-834N19.1 chr1 119328176 119356182 + -ENSG00000194297.2 RNU1-75P chr1 119331397 119331525 - -ENSG00000116882.14 HAO2 chr1 119368779 119394130 + -ENSG00000230921.1 HAO2-IT1 chr1 119368946 119370331 + -ENSG00000203859.9 HSD3B2 chr1 119414931 119423035 + -ENSG00000232780.2 GAPDHP74 chr1 119434166 119435080 - -ENSG00000203858.3 HSD3BP2 chr1 119439001 119446086 + -ENSG00000235595.1 GAPDHP23 chr1 119462029 119463021 - -ENSG00000187481.2 HSD3BP1 chr1 119467221 119473803 + -ENSG00000229570.2 GAPDHP58 chr1 119495836 119496841 - -ENSG00000203857.9 HSD3B1 chr1 119507198 119515054 + -ENSG00000226443.3 GAPDHP32 chr1 119533749 119534746 - -ENSG00000249798.1 HSD3BP3 chr1 119538509 119545913 + -ENSG00000239873.2 GAPDHP27 chr1 119558755 119559774 - -ENSG00000203855.7 HSD3BP4 chr1 119564066 119572067 + -ENSG00000240244.3 GAPDHP33 chr1 119596167 119597179 - -ENSG00000260941.1 LINC00622 chr1 119597702 119599271 - -ENSG00000198857.3 HSD3BP5 chr1 119601340 119609250 + -ENSG00000143067.4 ZNF697 chr1 119619422 119647773 - -ENSG00000092621.11 PHGDH chr1 119659798 119744215 + -ENSG00000134240.11 HMGCS2 chr1 119747996 119768905 - -ENSG00000134193.14 REG4 chr1 119794018 119811660 - -ENSG00000215864.5 NBPF7 chr1 119834870 119844514 - -ENSG00000227205.4 PFN1P9 chr1 119853316 119853748 + -ENSG00000226446.1 NOTCH2P1 chr1 119886304 119886927 + -ENSG00000134249.6 ADAM30 chr1 119893533 119896495 - -ENSG00000261662.1 RP5-1042I8.7 chr1 119909255 119910613 - -ENSG00000134250.17 NOTCH2 chr1 119911553 120069626 - -ENSG00000273406.1 RP11-114O18.1 chr1 120076616 120077091 + -ENSG00000207149.1 RNU6-465P chr1 120126974 120127074 + -ENSG00000265808.3 SEC22B chr1 120150898 120176515 - -ENSG00000274642.1 CH17-472G23.1 chr1 120197085 120319680 + -ENSG00000277313.1 7SK chr1 120228046 120228295 - -ENSG00000223804.5 CH17-472G23.2 chr1 120267334 120341871 - -ENSG00000273727.1 U1 chr1 120354987 120355148 + -ENSG00000270392.2 PFN1P2 chr1 120432204 120434052 - -ENSG00000270231.3 NBPF8 chr1 120436353 120467739 + -ENSG00000275131.1 CH17-472G23.4 chr1 120489625 120579190 - -ENSG00000275509.1 AC241952.1 chr1 120515119 120515184 + -ENSG00000273694.1 U2 chr1 120571120 120571264 + -ENSG00000275933.1 7SK chr1 120670127 120670376 + -ENSG00000278882.1 AC253572.1 chr1 120723923 120793877 + -ENSG00000273136.5 NBPF26 chr1 120805418 120841481 + -ENSG00000275538.1 RNVU1-19 chr1 120850819 120850985 - -ENSG00000263353.3 PPIAL4A chr1 120889746 120890405 + -ENSG00000281741.1 AC241377.2 chr1 120913151 120914238 - -ENSG00000226067.6 LINC00623 chr1 120913275 121009291 + -ENSG00000277610.1 RNVU1-4 chr1 120942600 120942763 + -ENSG00000275585.1 CH17-118O6.3 chr1 120985692 121052167 - -ENSG00000273516.1 U1 chr1 121008362 121008507 - -ENSG00000212094.3 AC241377.1 chr1 121045497 121045588 + -ENSG00000275296.1 CH17-118O6.4 chr1 121058948 121059353 - -ENSG00000198019.12 FCGR1B chr1 121087345 121096310 + -ENSG00000234998.1 RP11-439A17.10 chr1 121087528 121116676 - -ENSG00000233029.3 RP11-439A17.9 chr1 121090289 121097655 - -ENSG00000223345.3 HIST2H2BA chr1 121108210 121117257 - -ENSG00000227193.2 RP11-439A17.4 chr1 121118126 121146826 + -ENSG00000213244.3 HIST2H3DP1 chr1 121118195 121118610 - -ENSG00000268993.1 RP11-439A17.5 chr1 121142051 121142438 - -ENSG00000188610.12 FAM72B chr1 121167646 121185539 - -ENSG00000171943.11 SRGAP2C chr1 121184810 121392822 + -ENSG00000275129.1 CH17-219N22.1 chr1 121314947 121315055 - -ENSG00000230806.1 SRGAP2-AS1 chr1 121360156 121398806 - -ENSG00000227082.1 CH17-437K3.1 chr1 121396754 121463129 + -ENSG00000274366.1 AC244021.1 chr1 121412448 121412548 + -ENSG00000231429.2 RP11-343N15.2 chr1 121412719 121429274 + -ENSG00000228826.2 RP11-344P13.4 chr1 121494379 121510383 - -ENSG00000233432.2 RP11-344P13.3 chr1 121502344 121503891 + -ENSG00000272583.1 RP11-344P13.6 chr1 121518366 121518829 - -ENSG00000231752.5 EMBP1 chr1 121519112 121571892 + -ENSG00000224857.1 RP11-344P13.1 chr1 121573946 121580524 - -ENSG00000276118.1 CH17-333M13.2 chr1 143343180 143343275 + -ENSG00000277095.1 CH17-333M13.1 chr1 143354191 143386122 + -ENSG00000277702.1 CH17-13I23.3 chr1 143419625 143420207 - -ENSG00000252830.2 5S_rRNA chr1 143439605 143439714 + -ENSG00000264145.2 CH17-13I23.2 chr1 143449571 143450245 - -ENSG00000274927.1 CH17-13I23.1 chr1 143461221 143498767 - -ENSG00000242943.1 NKAIN1P1 chr1 143487772 143488353 + -ENSG00000223495.2 RP11-763B22.7 chr1 143498785 143499102 + -ENSG00000235887.2 RP11-763B22.6 chr1 143499187 143500512 - -ENSG00000264022.1 AC239859.1 chr1 143541645 143541710 - -ENSG00000203825.4 RP11-744H18.1 chr1 143541768 143572834 + -ENSG00000179571.10 NBPF17P chr1 143595216 143635641 - -ENSG00000226028.2 PFN1P12 chr1 143619994 143620527 + -ENSG00000202167.1 RNU1-114P chr1 143652050 143652215 - -ENSG00000207349.1 RNVU1-17 chr1 143699456 143699619 - -ENSG00000252826.1 RNU1-92P chr1 143720510 143720644 - -ENSG00000277331.1 AC239800.1 chr1 143729192 143729268 + -ENSG00000206737.1 RNVU1-18 chr1 143729407 143729570 - -ENSG00000232721.2 RP11-403I13.5 chr1 143736066 143739506 + -ENSG00000223779.5 RP11-403I13.4 chr1 143745249 143757452 + -ENSG00000242352.2 FAM91A3P chr1 143766540 143769083 + -ENSG00000270962.1 RP11-403I13.10 chr1 143784376 143784671 + -ENSG00000263590.2 RP11-403I13.7 chr1 143790010 143797108 + -ENSG00000252105.1 RNU1-143P chr1 143791542 143791687 - -ENSG00000233430.3 RP11-403I13.9 chr1 143811359 143825837 - -ENSG00000239006.2 AC239798.1 chr1 143828767 143828863 - -ENSG00000237503.2 RP5-998N21.3 chr1 143846097 143846504 - -ENSG00000265531.3 FCGR1C chr1 143874793 143883575 + -ENSG00000240929.2 HIST2H2BB chr1 143875171 143904650 - -ENSG00000234571.1 RP5-998N21.4 chr1 143877731 143885076 - -ENSG00000273213.1 RP5-998N21.10 chr1 143904301 143905964 - -ENSG00000230186.3 RP5-998N21.7 chr1 143905487 143934776 + -ENSG00000203818.7 HIST2H3PS2 chr1 143905556 143905966 - -ENSG00000268074.1 RPL22P5 chr1 143929994 143930382 - -ENSG00000263513.5 FAM72C chr1 143955364 143971965 - -ENSG00000270872.2 SRGAP2D chr1 143975087 144068350 + -ENSG00000276674.1 IGKV1OR1-1 chr1 144085628 144086098 + -ENSG00000275075.1 CH17-248H7.2 chr1 144168752 144168850 + -ENSG00000275767.1 CH17-248H7.3 chr1 144179777 144211729 + -ENSG00000232527.7 RP11-14N7.2 chr1 144227030 144250288 - -ENSG00000276442.1 5S_rRNA chr1 144265217 144265326 + -ENSG00000175658.4 DRD5P2 chr1 144274892 144277993 - -ENSG00000276756.4 CH17-125A10.1 chr1 144276484 144305180 - -ENSG00000271567.1 PPIAL4E chr1 144372875 144373659 - -ENSG00000271439.1 RP11-666A1.7 chr1 144401069 144401355 - -ENSG00000207205.1 RNVU1-15 chr1 144412576 144412740 + -ENSG00000237343.1 RP11-763B22.4 chr1 144418113 144419192 - -ENSG00000233586.1 RP11-763B22.3 chr1 144418678 144419190 + -ENSG00000266338.6 NBPF15 chr1 144421386 144461674 - -ENSG00000227212.3 PFN1P6 chr1 144442606 144443004 + -ENSG00000229002.1 RP11-666A1.4 chr1 144472535 144474790 - -ENSG00000275291.1 U1 chr1 144523860 144524021 - -ENSG00000278099.1 U1 chr1 144551779 144551943 - -ENSG00000273689.1 AC253578.1 chr1 144560451 144560527 + -ENSG00000277918.1 U1 chr1 144560666 144560829 - -ENSG00000279782.1 PPIAL4F chr1 144592868 144593527 + -ENSG00000277199.1 CH17-125A10.2 chr1 144627192 144642372 - -ENSG00000224363.2 RP11-289H16.1 chr1 144641371 144919902 + -ENSG00000278273.1 RP11-763B22.11 chr1 144661200 144679513 + -ENSG00000222854.1 RNA5SP59 chr1 144701050 144701159 - -ENSG00000273825.1 CH17-164J11.1 chr1 144754572 144786606 - -ENSG00000196369.10 SRGAP2B chr1 144887265 145095528 - -ENSG00000271644.1 RP3-365I19.2 chr1 144965025 144965135 + -ENSG00000215784.5 FAM72D chr1 145096000 145112696 + -ENSG00000263497.2 AC241585.1 chr1 145132157 145132253 + -ENSG00000272419.5 RP11-403I13.8 chr1 145164099 145216058 - -ENSG00000277678.1 U1 chr1 145169519 145169664 + -ENSG00000281571.1 AC241585.2 chr1 145214851 145215938 + -ENSG00000223612.3 RP11-289I10.2 chr1 145233001 145233519 + -ENSG00000256374.2 PPIAL4D chr1 145241630 145242124 - -ENSG00000271291.1 RP11-289I10.3 chr1 145269604 145269890 - -ENSG00000207501.1 RNVU1-14 chr1 145281116 145281279 + -ENSG00000276216.1 CH17-373J23.1 chr1 145281116 145281462 + -ENSG00000236140.1 RP11-89F3.2 chr1 145286610 145287755 - -ENSG00000162825.16 NBPF20 chr1 145289900 145405778 - -ENSG00000234367.1 PFN1P3 chr1 145407772 145408173 + -ENSG00000270384.1 U1 chr1 145431527 145431693 - -ENSG00000270722.1 U1 chr1 145465617 145465780 - -ENSG00000278182.1 CH17-262O2.2 chr1 145507444 145508607 + -ENSG00000275064.1 CH17-262O2.1 chr1 145509047 145520594 + -ENSG00000272150.5 NBPF25P chr1 145572345 145607858 - -ENSG00000117262.18 GPR89A chr1 145607990 145670648 + -ENSG00000174827.13 PDZK1 chr1 145670852 145708148 - -ENSG00000117281.15 CD160 chr1 145719471 145739288 + -ENSG00000265491.4 RNF115 chr1 145738868 145824077 - -ENSG00000186141.8 POLR3C chr1 145824088 145842505 + -ENSG00000186364.11 NUDT17 chr1 145845629 145848953 + -ENSG00000131788.15 PIAS3 chr1 145848522 145859836 - -ENSG00000278549.1 MIR6736 chr1 145850587 145850645 - -ENSG00000198483.12 ANKRD35 chr1 145866560 145885866 - -ENSG00000143127.12 ITGA10 chr1 145891208 145910189 - -ENSG00000244619.2 RP11-315I20.3 chr1 145892847 145893483 + -ENSG00000131779.10 PEX11B chr1 145911350 145918837 - -ENSG00000265241.6 RBM8A chr1 145917714 145927678 - -ENSG00000211451.11 GNRHR2 chr1 145919013 145925341 + -ENSG00000234222.6 RP11-315I20.1 chr1 145926590 145959179 + -ENSG00000280778.1 CH17-270A2.2 chr1 145927258 145977811 + -ENSG00000271601.3 LIX1L chr1 145933423 145958001 - -ENSG00000272031.2 ANKRD34A chr1 145959442 145964582 - -ENSG00000278431.1 CH17-270A2.1 chr1 145961388 145964422 + -ENSG00000121851.12 POLR3GL chr1 145964702 145978848 + -ENSG00000265972.5 TXNIP chr1 145992435 145996600 - -ENSG00000168509.17 HFE2 chr1 146017468 146021918 - -ENSG00000201558.1 RNVU1-6 chr1 146052081 146052244 - -ENSG00000233396.7 RP11-458D21.1 chr1 146052566 146061948 + -ENSG00000271425.6 NBPF10 chr1 146064699 146144942 - -ENSG00000213240.8 NOTCH2NL chr1 146113652 146229000 - -ENSG00000264343.5 NOTCH2NL chr1 146146203 146229026 - -ENSG00000276509.1 CH17-353B19.1 chr1 146235806 146237807 + -ENSG00000201789.1 RNU6-1071P chr1 146288596 146288696 + -ENSG00000271121.2 NUDT4P2 chr1 146298170 146298715 + -ENSG00000277406.1 CH17-385C13.2 chr1 146321842 146328211 - -ENSG00000270339.2 AC243756.1 chr1 146344006 146344790 - -ENSG00000273768.1 U1 chr1 146376807 146376970 + -ENSG00000277573.1 AC245407.1 chr1 146377104 146377184 - -ENSG00000274428.1 U1 chr1 146409903 146410062 + -ENSG00000277655.1 RP11-640M9.4 chr1 146459449 146461859 + -ENSG00000277420.1 CH17-408M7.1 chr1 146514471 146525289 + -ENSG00000274408.1 5S_rRNA chr1 146539541 146539663 - -ENSG00000276975.1 HYDIN2 chr1 146547367 146914294 + -ENSG00000221560.2 AC241929.1 chr1 146842255 146842384 + -ENSG00000274450.1 U6atac chr1 146862729 146862845 - -ENSG00000268043.7 NBPF12 chr1 146938744 146996202 + -ENSG00000244371.2 PFN1P8 chr1 146957117 146957659 - -ENSG00000234225.2 RP4-704D21.2 chr1 147001931 147003618 - -ENSG00000227242.3 NBPF13P chr1 147021320 147124525 - -ENSG00000225603.3 RP11-325P15.1 chr1 147050817 147052481 + -ENSG00000201142.1 RNVU1-8 chr1 147079746 147079870 + -ENSG00000230832.3 RP11-325P15.2 chr1 147082338 147083578 - -ENSG00000131791.7 PRKAB2 chr1 147155106 147172550 - -ENSG00000237188.3 RP11-337C18.8 chr1 147172771 147211568 + -ENSG00000273071.1 RP11-337C18.10 chr1 147173186 147252659 + -ENSG00000131781.12 FMO5 chr1 147175351 147243050 - -ENSG00000180867.10 PDIA3P1 chr1 147178113 147179622 + -ENSG00000226015.2 CCT8P1 chr1 147203276 147204932 - -ENSG00000236806.1 RPL7AP15 chr1 147223554 147224348 + -ENSG00000131778.17 CHD1L chr1 147242641 147295766 + -ENSG00000278811.4 LINC00624 chr1 147258885 147517875 - -ENSG00000213226.4 RP11-337C18.4 chr1 147319110 147320224 + -ENSG00000226653.2 OR13Z1P chr1 147419050 147419883 + -ENSG00000207209.1 Y_RNA chr1 147420199 147420300 - -ENSG00000272443.1 OR13Z2P chr1 147445579 147446133 + -ENSG00000272480.1 OR13Z3P chr1 147482238 147482628 + -ENSG00000116128.9 BCL9 chr1 147541412 147626216 + -ENSG00000162836.11 ACP6 chr1 147629652 147670496 - -ENSG00000277762.1 RN7SL261P chr1 147689256 147689537 + -ENSG00000227139.1 RP11-533N14.3 chr1 147697794 147699335 + -ENSG00000265107.2 GJA5 chr1 147756199 147773362 - -ENSG00000274415.1 RP11-433J22.2 chr1 147757185 147758434 + -ENSG00000234190.1 RP11-433J22.3 chr1 147777590 147788953 + -ENSG00000223728.3 RP11-314N2.2 chr1 147840962 147842359 + -ENSG00000121634.5 GJA8 chr1 147907956 147909257 + -ENSG00000188092.14 GPR89B chr1 147928393 147993521 + -ENSG00000215859.8 RP6-74O6.2 chr1 147993862 148014956 - -ENSG00000244211.3 PDZK1P1 chr1 147994301 148009592 - -ENSG00000273059.1 XXyac-YX155B6.7 chr1 148011799 148012228 + -ENSG00000206791.1 RNU1-129P chr1 148014417 148014583 - -ENSG00000274372.4 RP11-94I2.4 chr1 148021850 148025931 + -ENSG00000206585.1 RNVU1-7 chr1 148038753 148038916 - -ENSG00000229828.2 PDE4DIPP1 chr1 148080598 148093883 + -ENSG00000263956.5 NBPF11 chr1 148102046 148152322 - -ENSG00000225080.1 PFN1P4 chr1 148129497 148129898 + -ENSG00000198658.4 ABHD17AP1 chr1 148146395 148149566 + -ENSG00000227733.8 RP4-565E6.1 chr1 148159213 148254985 - -ENSG00000232265.7 XXyac-YX155B6.5 chr1 148162360 148186630 + -ENSG00000238765.1 RNA5SP57 chr1 148193716 148193838 + -ENSG00000224335.2 RP11-301M17.2 chr1 148234273 148234489 + -ENSG00000227700.1 RP11-301M17.1 chr1 148246169 148246685 + -ENSG00000199879.1 RNU1-120P chr1 148263476 148263632 + -ENSG00000234283.1 RP11-495P10.6 chr1 148271884 148280749 - -ENSG00000228626.1 RP11-495P10.9 chr1 148288001 148288951 - -ENSG00000231196.3 RP11-495P10.8 chr1 148290890 148295859 - -ENSG00000238107.1 RP11-495P10.5 chr1 148295180 148297556 + -ENSG00000244252.1 RP11-495P10.7 chr1 148295792 148297271 - -ENSG00000235988.1 RP11-495P10.4 chr1 148317683 148318013 - -ENSG00000224481.1 RP11-495P10.3 chr1 148328999 148344636 + -ENSG00000252744.1 Y_RNA chr1 148330271 148330394 + -ENSG00000202408.2 RNU1-122P chr1 148334612 148334767 - -ENSG00000272824.1 RP6-74O6.6 chr1 148358245 148358686 - -ENSG00000207340.1 RNVU1-1 chr1 148362370 148362533 - -ENSG00000274020.1 LINC01138 chr1 148362995 148460150 - -ENSG00000252135.1 RNVU1-2 chr1 148385829 148385963 - -ENSG00000278596.1 MIR6077 chr1 148388282 148388363 + -ENSG00000238825.1 RNU1-13P chr1 148388490 148388651 - -ENSG00000201183.1 RNVU1-3 chr1 148402715 148402875 + -ENSG00000231551.6 RP11-495P10.1 chr1 148415197 148429361 + -ENSG00000225871.2 RP11-495P10.10 chr1 148435105 148436926 + -ENSG00000280649.1 AC245100.1 chr1 148458814 148459871 + -ENSG00000236334.2 PPIAL4G chr1 148479824 148483679 - -ENSG00000274210.1 U1 chr1 148522601 148522765 + -ENSG00000270629.5 NBPF14 chr1 148531385 148679751 - -ENSG00000252515.2 RNU6-1171P chr1 148739379 148739479 + -ENSG00000177144.6 NUDT4P1 chr1 148748953 148749498 + -ENSG00000275140.1 CH17-478G19.2 chr1 148772640 148784594 - -ENSG00000271546.1 RP4-725K1.1 chr1 148795797 148796325 + -ENSG00000178104.19 PDE4DIP chr1 148808181 149048286 + -ENSG00000252656.1 RN7SKP88 chr1 148839483 148839732 - -ENSG00000222788.1 RNU2-38P chr1 148939739 148939817 - -ENSG00000254913.1 RP4-791M13.5 chr1 149006309 149009527 - -ENSG00000266739.1 AC239802.1 chr1 149007077 149007142 - -ENSG00000255148.2 RP4-791M13.4 chr1 149018671 149026269 - -ENSG00000254539.1 RP4-791M13.3 chr1 149048576 149051273 + -ENSG00000269713.7 NBPF9 chr1 149054027 149103561 - -ENSG00000274019.1 CH17-78J1.1 chr1 149111304 149121866 - -ENSG00000201699.1 RNU1-59P chr1 149162783 149162944 - -ENSG00000274265.4 CH17-189H20.1 chr1 149176022 149251013 + -ENSG00000215861.5 WI2-1896O14.1 chr1 149197992 149321732 - -ENSG00000272755.1 RP11-326G21.1 chr1 149264252 149264816 + -ENSG00000273591.1 7SK chr1 149290513 149290762 + -ENSG00000274423.1 RP11-544O24.2 chr1 149345661 149357612 + -ENSG00000271383.6 NBPF19 chr1 149390623 149556361 + -ENSG00000263464.2 PPIAL4C chr1 149583865 149584464 + -ENSG00000277147.4 LINC00869 chr1 149606334 149679523 + -ENSG00000275557.1 RP11-353N4.6 chr1 149607765 149612402 + -ENSG00000206828.1 U1 chr1 149636766 149636929 + -ENSG00000234232.6 RP11-353N4.5 chr1 149677498 149747812 - -ENSG00000275229.1 RNU1-68P chr1 149700151 149700296 - -ENSG00000272058.2 FAM231D chr1 149702328 149705721 + -ENSG00000263825.1 AC243772.1 chr1 149737309 149737400 - -ENSG00000226500.2 RP11-196G18.1 chr1 149754301 149754710 - -ENSG00000150337.13 FCGR1A chr1 149782671 149792518 + -ENSG00000203814.6 HIST2H2BF chr1 149782689 149812373 - -ENSG00000233030.2 RP11-196G18.3 chr1 149785659 149793020 - -ENSG00000183598.3 HIST2H3D chr1 149813271 149813681 - -ENSG00000270882.2 HIST2H4A chr1 149832659 149839767 + -ENSG00000203811.1 HIST2H3C chr1 149839538 149841193 - -ENSG00000203812.2 HIST2H2AA3 chr1 149842188 149842736 - -ENSG00000184678.9 HIST2H2BE chr1 149842204 149886652 - -ENSG00000281134.1 AC239868.3 chr1 149842355 149842495 + -ENSG00000220323.3 HIST2H2BD chr1 149843041 149843533 + -ENSG00000261716.1 RP11-196G18.22 chr1 149844498 149849024 - -ENSG00000272993.1 RP11-196G18.24 chr1 149845816 149846486 + -ENSG00000203819.6 HIST2H2BC chr1 149850193 149850772 - -ENSG00000272196.2 HIST2H2AA4 chr1 149851061 149851624 + -ENSG00000280874.1 AC239868.2 chr1 149851317 149851457 - -ENSG00000203852.3 HIST2H3A chr1 149852619 149854274 + -ENSG00000270276.2 HIST2H4B chr1 149854045 149861210 - -ENSG00000264207.1 RP11-196G18.23 chr1 149861271 149862504 + -ENSG00000184260.5 HIST2H2AC chr1 149886975 149887364 + -ENSG00000280566.1 AC239868.1 chr1 149887178 149887318 - -ENSG00000184270.4 HIST2H2AB chr1 149887524 149887916 - -ENSG00000178096.8 BOLA1 chr1 149887890 149900798 + -ENSG00000159164.9 SV2A chr1 149903318 149917882 - -ENSG00000143368.9 SF3B4 chr1 149923317 149928344 - -ENSG00000014914.19 MTMR11 chr1 149928651 149936898 - -ENSG00000264522.5 OTUD7B chr1 149937812 150010676 - -ENSG00000223945.2 RP11-458I7.1 chr1 150053864 150055034 + -ENSG00000136631.12 VPS45 chr1 150067293 150145327 + -ENSG00000023902.13 PLEKHO1 chr1 150149183 150164720 + -ENSG00000266187.2 RN7SL480P chr1 150211632 150211925 + -ENSG00000143401.14 ANP32E chr1 150218417 150236156 - -ENSG00000222222.1 RNU2-17P chr1 150236967 150237156 + -ENSG00000276110.1 RP4-790G17.7 chr1 150255095 150257286 - -ENSG00000118298.10 CA14 chr1 150257159 150265078 + -ENSG00000117362.12 APH1A chr1 150265399 150269580 - -ENSG00000118292.8 C1orf54 chr1 150268200 150280916 + -ENSG00000159208.15 CIART chr1 150282543 150287093 + -ENSG00000266472.5 MRPS21 chr1 150293720 150308979 + -ENSG00000278939.1 AC242988.1 chr1 150302770 150303291 - -ENSG00000117360.12 PRPF3 chr1 150321476 150353195 + -ENSG00000163125.15 RPRD2 chr1 150363091 150476566 + -ENSG00000143374.14 TARS2 chr1 150487364 150507609 + -ENSG00000143369.14 ECM1 chr1 150508062 150513789 + -ENSG00000228126.1 FALEC chr1 150515757 150518032 + -ENSG00000237781.3 RP11-54A4.2 chr1 150548562 150557724 - -ENSG00000143382.13 ADAMTSL4 chr1 150549369 150560937 + -ENSG00000264553.1 MIR4257 chr1 150551929 150552014 + -ENSG00000203804.4 ADAMTSL4-AS1 chr1 150560202 150574552 - -ENSG00000277452.1 RN7SL473P chr1 150566562 150566860 - -ENSG00000274963.1 RN7SL600P chr1 150568971 150569269 - -ENSG00000143384.12 MCL1 chr1 150574551 150579738 - -ENSG00000253047.1 SNORA40 chr1 150600539 150600659 - -ENSG00000143420.17 ENSA chr1 150600851 150629612 - -ENSG00000276103.1 U4 chr1 150608507 150608623 - -ENSG00000143457.10 GOLPH3L chr1 150646225 150697144 - -ENSG00000143452.15 HORMAD1 chr1 150698060 150720888 - -ENSG00000206931.1 RNU6-1042P chr1 150701866 150701972 + -ENSG00000163131.10 CTSS chr1 150730196 150765957 - -ENSG00000236713.1 RP11-363I22.3 chr1 150780272 150780644 + -ENSG00000143387.12 CTSK chr1 150796208 150808323 - -ENSG00000224690.2 UBE2D3P3 chr1 150800473 150801031 + -ENSG00000143437.20 ARNT chr1 150809705 150876768 - -ENSG00000200175.1 RNU6-1309P chr1 150812591 150812698 - -ENSG00000224800.1 RP11-235D19.2 chr1 150881236 150881683 - -ENSG00000229357.1 CYCSP51 chr1 150903896 150904213 + -ENSG00000143379.12 SETDB1 chr1 150926263 150964744 + -ENSG00000143418.19 CERS2 chr1 150960583 150975004 - -ENSG00000259357.2 RP11-316M1.12 chr1 150965245 150966256 + -ENSG00000231073.1 RP11-316M1.3 chr1 150973123 150975534 + -ENSG00000143412.9 ANXA9 chr1 150982017 150995634 + -ENSG00000143409.15 FAM63A chr1 150996086 151008375 - -ENSG00000143363.15 PRUNE chr1 151008420 151035713 + -ENSG00000200759.1 RNU6-884P chr1 151022746 151022852 - -ENSG00000163141.18 BNIPL chr1 151036570 151047600 + -ENSG00000143443.9 C1orf56 chr1 151047740 151051986 + -ENSG00000197622.12 CDC42SE1 chr1 151050971 151070325 - -ENSG00000213190.3 MLLT11 chr1 151057758 151068497 + -ENSG00000143458.11 GABPB2 chr1 151070578 151125542 + -ENSG00000233717.1 RP11-68I18.2 chr1 151111912 151112728 - -ENSG00000261168.1 RP11-68I18.10 chr1 151130075 151131610 - -ENSG00000143434.15 SEMA6C chr1 151131685 151146664 - -ENSG00000163154.5 TNFAIP8L2 chr1 151156629 151159749 + -ENSG00000163156.11 SCNM1 chr1 151156664 151170297 + -ENSG00000163155.11 LYSMD1 chr1 151159748 151165948 - -ENSG00000163157.14 TMOD4 chr1 151169986 151176284 - -ENSG00000163159.11 VPS72 chr1 151169987 151195321 - -ENSG00000143398.19 PIP5K1A chr1 151197949 151249536 + -ENSG00000159352.15 PSMD4 chr1 151254703 151267479 + -ENSG00000232671.5 RP11-126K1.2 chr1 151280024 151281929 - -ENSG00000143373.17 ZNF687 chr1 151281618 151292180 + -ENSG00000143393.16 PI4KB chr1 151291797 151327715 - -ENSG00000265753.2 RN7SL444P chr1 151300665 151300964 - -ENSG00000273481.1 RP11-126K1.9 chr1 151327949 151328429 + -ENSG00000143390.17 RFX5 chr1 151340640 151347357 - -ENSG00000224645.1 RP11-126K1.8 chr1 151340648 151341966 + -ENSG00000237976.1 RP11-126K1.6 chr1 151346967 151348027 + -ENSG00000143416.20 SELENBP1 chr1 151364302 151372733 - -ENSG00000159377.10 PSMB4 chr1 151399534 151401944 + -ENSG00000143442.21 POGZ chr1 151402724 151459465 - -ENSG00000238711.1 RNY4P25 chr1 151439000 151439095 + -ENSG00000143375.14 CGN chr1 151510510 151538692 + -ENSG00000252840.1 SNORA44 chr1 151527831 151527938 - -ENSG00000143367.15 TUFT1 chr1 151540305 151583583 + -ENSG00000232536.1 RP11-74C1.4 chr1 151540516 151561855 + -ENSG00000207606.1 MIR554 chr1 151545796 151545891 + -ENSG00000223861.1 RP11-74C1.2 chr1 151557446 151557940 + -ENSG00000250734.2 RP11-404E16.1 chr1 151612038 151613363 - -ENSG00000143376.12 SNX27 chr1 151612065 151699091 + -ENSG00000206635.1 RNU6-1062P chr1 151629324 151629430 + -ENSG00000227045.1 RP11-98D18.1 chr1 151701026 151708386 + -ENSG00000159409.14 CELF3 chr1 151702404 151716814 - -ENSG00000178796.12 RIIAD1 chr1 151710433 151729805 + -ENSG00000206980.1 RNU6-662P chr1 151747597 151747700 - -ENSG00000269621.1 RP11-98D18.15 chr1 151755541 151759911 + -ENSG00000236940.1 RP11-98D18.7 chr1 151757659 151758442 + -ENSG00000143436.10 MRPL9 chr1 151759643 151763564 - -ENSG00000143450.14 OAZ3 chr1 151762969 151771332 + -ENSG00000249602.1 RP11-98D18.3 chr1 151763384 151769501 - -ENSG00000232937.1 RP11-98D18.2 chr1 151765709 151766389 + -ENSG00000268288.1 RP11-98D18.16 chr1 151766486 151767000 - -ENSG00000182134.15 TDRKH chr1 151770107 151791416 - -ENSG00000203288.3 RP11-98D18.9 chr1 151790804 151794402 + -ENSG00000269489.1 RP11-98D18.17 chr1 151798054 151798602 + -ENSG00000213171.2 LINGO4 chr1 151800264 151806154 - -ENSG00000143365.16 RORC chr1 151806071 151831872 - -ENSG00000225556.1 C2CD4D chr1 151837819 151840557 - -ENSG00000201134.1 Y_RNA chr1 151841736 151841837 - -ENSG00000234614.1 AL450992.2 chr1 151841877 151850385 + -ENSG00000196407.11 THEM5 chr1 151847263 151853697 - -ENSG00000159445.12 THEM4 chr1 151873584 151909808 - -ENSG00000223810.2 KRT8P28 chr1 151949523 151950912 - -ENSG00000197747.8 S100A10 chr1 151982915 151994390 - -ENSG00000229021.2 AL591893.1 chr1 151994531 152042774 + -ENSG00000240667.1 AL450992.6 chr1 152018662 152022508 + -ENSG00000163191.5 S100A11 chr1 152032506 152047907 - -ENSG00000232678.2 SPTLC1P4 chr1 152077952 152078211 + -ENSG00000182898.3 TCHHL1 chr1 152084144 152089064 - -ENSG00000159450.12 TCHH chr1 152106317 152115454 - -ENSG00000226716.1 AL589986.2 chr1 152122534 152125065 + -ENSG00000233792.3 HDHD1P2 chr1 152124016 152196699 - -ENSG00000215853.3 RPTN chr1 152153595 152159228 - -ENSG00000237975.6 FLG-AS1 chr1 152168125 152445456 + -ENSG00000236427.1 RP11-107M16.2 chr1 152205858 152207057 + -ENSG00000197915.5 HRNR chr1 152212082 152224193 - -ENSG00000143631.10 FLG chr1 152302175 152325203 - -ENSG00000143520.6 FLG2 chr1 152348735 152360006 - -ENSG00000183586.8 HMGN3P1 chr1 152399577 152399769 + -ENSG00000143536.7 CRNN chr1 152409243 152414263 - -ENSG00000186207.4 LCE5A chr1 152510844 152512177 + -ENSG00000244057.3 LCE3C chr1 152511535 152601086 + -ENSG00000279850.1 AL135842.1 chr1 152511791 152512783 - -ENSG00000169509.5 CRCT1 chr1 152514502 152516010 + -ENSG00000185966.3 LCE3E chr1 152565654 152566772 - -ENSG00000163202.4 LCE3D chr1 152579381 152580504 - -ENSG00000187238.5 LCE3B chr1 152613811 152614098 + -ENSG00000185962.1 LCE3A chr1 152622834 152623103 - -ENSG00000226947.1 RP1-52J10.9 chr1 152644393 152644717 - -ENSG00000176075.7 LINC00302 chr1 152655477 152656804 + -ENSG00000187223.3 LCE2D chr1 152663396 152664659 + -ENSG00000187180.3 LCE2C chr1 152675295 152676574 + -ENSG00000159455.8 LCE2B chr1 152686123 152687401 + -ENSG00000187173.3 LCE2A chr1 152698364 152699442 + -ENSG00000187170.4 LCE4A chr1 152708160 152709491 + -ENSG00000198854.5 C1orf68 chr1 152719522 152720470 + -ENSG00000229713.1 RP1-43O17.1 chr1 152737518 152737868 + -ENSG00000196734.7 LCE1B chr1 152737518 152813109 + -ENSG00000233819.1 RP1-43O17.2 chr1 152744299 152744606 + -ENSG00000203786.6 KPRP chr1 152759561 152762052 + -ENSG00000240386.3 LCE1F chr1 152776372 152776728 + -ENSG00000186226.8 LCE1E chr1 152786214 152788426 + -ENSG00000172155.9 LCE1D chr1 152796751 152798181 + -ENSG00000197084.5 LCE1C chr1 152804835 152806628 - -ENSG00000186844.5 LCE1A chr1 152827473 152827894 + -ENSG00000235942.2 LCE6A chr1 152842868 152843983 + -ENSG00000163206.5 SMCP chr1 152878317 152885047 + -ENSG00000163207.6 IVL chr1 152908545 152911886 + -ENSG00000224308.1 LINC01527 chr1 152930040 152949210 - -ENSG00000184148.3 SPRR4 chr1 152970666 152972574 + -ENSG00000169474.4 SPRR1A chr1 152985231 152985500 + -ENSG00000163209.14 SPRR3 chr1 153001747 153003856 + -ENSG00000252920.1 SNORA31 chr1 153012482 153012614 - -ENSG00000234262.1 RP1-20N18.4 chr1 153023962 153024260 + -ENSG00000169469.8 SPRR1B chr1 153031202 153032900 + -ENSG00000163216.6 SPRR2D chr1 153039725 153041931 - -ENSG00000241794.1 SPRR2A chr1 153056113 153057537 - -ENSG00000196805.7 SPRR2B chr1 153070224 153070840 - -ENSG00000203785.8 SPRR2E chr1 153093135 153106184 - -ENSG00000244094.1 SPRR2F chr1 153112114 153113515 - -ENSG00000229035.2 SPRR2C chr1 153140491 153140709 - -ENSG00000159516.8 SPRR2G chr1 153149582 153150869 - -ENSG00000229699.1 RP1-140J1.1 chr1 153174518 153191676 + -ENSG00000203784.2 LELP1 chr1 153203443 153205120 + -ENSG00000203783.4 PRR9 chr1 153217584 153219317 + -ENSG00000230779.1 RP1-140J1.4 chr1 153225080 153226006 + -ENSG00000203782.5 LOR chr1 153259700 153262122 + -ENSG00000159527.3 PGLYRP3 chr1 153297862 153310718 - -ENSG00000163218.14 PGLYRP4 chr1 153330120 153348840 - -ENSG00000207321.1 RNU6-160P chr1 153331622 153331728 + -ENSG00000163220.10 S100A9 chr1 153357854 153361027 + -ENSG00000163221.8 S100A12 chr1 153373706 153375649 - -ENSG00000237008.2 AL591704.5 chr1 153379821 153380799 - -ENSG00000143546.9 S100A8 chr1 153390032 153391188 - -ENSG00000224784.2 AL591704.7 chr1 153396591 153396771 - -ENSG00000184330.11 S100A7A chr1 153416524 153423225 + -ENSG00000203781.4 AL591704.9 chr1 153427020 153428401 - -ENSG00000197364.6 S100A7L2 chr1 153437058 153439949 - -ENSG00000143556.8 S100A7 chr1 153457744 153460701 - -ENSG00000263841.2 RN7SL44P chr1 153500463 153500764 - -ENSG00000238279.1 BX470102.3 chr1 153533603 153535115 + -ENSG00000197956.9 S100A6 chr1 153534599 153536244 - -ENSG00000196420.7 S100A5 chr1 153537147 153541765 - -ENSG00000196154.11 S100A4 chr1 153543613 153550136 - -ENSG00000188015.9 S100A3 chr1 153547329 153549372 - -ENSG00000196754.10 S100A2 chr1 153561108 153567890 - -ENSG00000188643.10 S100A16 chr1 153606886 153613145 - -ENSG00000189334.8 S100A14 chr1 153614255 153616986 - -ENSG00000189171.13 S100A13 chr1 153618787 153634092 - -ENSG00000271853.5 RP1-178F15.5 chr1 153626332 153634340 - -ENSG00000160678.11 S100A1 chr1 153627926 153632039 + -ENSG00000272030.1 RP1-178F15.4 chr1 153631438 153634397 - -ENSG00000160679.12 CHTOP chr1 153633982 153646306 + -ENSG00000143553.10 SNAPIN chr1 153658654 153661830 + -ENSG00000143621.16 ILF2 chr1 153661788 153671048 - -ENSG00000169418.9 NPR1 chr1 153678637 153693992 + -ENSG00000274940.1 MIR8083 chr1 153689705 153689793 - -ENSG00000242565.3 RN7SL372P chr1 153704088 153704385 + -ENSG00000235015.1 GEMIN2P1 chr1 153717303 153718347 - -ENSG00000199565.1 Y_RNA chr1 153726252 153726353 - -ENSG00000143624.13 INTS3 chr1 153728067 153774808 + -ENSG00000243613.1 RP11-216N14.8 chr1 153746851 153751227 - -ENSG00000233222.2 RP11-216N14.9 chr1 153750983 153752176 - -ENSG00000279767.1 AL513523.2 chr1 153772371 153774079 - -ENSG00000143554.13 SLC27A3 chr1 153774354 153780157 + -ENSG00000207039.1 Y_RNA chr1 153785720 153785821 - -ENSG00000231827.3 RP11-216N14.5 chr1 153793947 153802091 + -ENSG00000143614.7 GATAD2B chr1 153804725 153922975 - -ENSG00000223599.1 RP11-216N14.7 chr1 153852106 153853414 - -ENSG00000236327.2 RP11-759F5.1 chr1 153890595 153890865 + -ENSG00000198837.9 DENND4B chr1 153929501 153946696 - -ENSG00000160741.16 CRTC2 chr1 153947669 153958625 - -ENSG00000143570.17 SLC39A1 chr1 153959099 153968184 - -ENSG00000276584.1 MIR6737 chr1 153962351 153962420 - -ENSG00000282386.1 RP11-422P24.12 chr1 153964361 153965070 + -ENSG00000273026.1 RP11-422P24.10 chr1 153966516 153966930 + -ENSG00000143578.15 CREB3L4 chr1 153967534 153974363 + -ENSG00000143543.14 JTB chr1 153974269 153977688 - -ENSG00000272654.1 RP11-422P24.11 chr1 153977743 153979160 + -ENSG00000143545.8 RAB13 chr1 153981617 153986358 - -ENSG00000177954.11 RPS27 chr1 153990759 153992150 + -ENSG00000143552.9 NUP210L chr1 153992685 154155116 - -ENSG00000231416.1 RP11-422P24.9 chr1 153995632 153995960 + -ENSG00000200220.1 RNU6-179P chr1 154039916 154040022 - -ENSG00000231837.2 RPS7P2 chr1 154078866 154079963 + -ENSG00000263987.1 MIR5698 chr1 154104521 154104592 - -ENSG00000143549.19 TPM3 chr1 154155304 154194648 - -ENSG00000264384.2 RN7SL431P chr1 154166245 154166549 - -ENSG00000215938.2 MIR190B chr1 154193642 154193753 - -ENSG00000163263.6 C1orf189 chr1 154199372 154206333 - -ENSG00000143612.18 C1orf43 chr1 154206706 154220628 - -ENSG00000143569.18 UBAP2L chr1 154220179 154271510 + -ENSG00000252817.2 AL590431.1 chr1 154254444 154254522 + -ENSG00000201129.1 SNORA58 chr1 154259727 154259862 + -ENSG00000143575.14 HAX1 chr1 154272511 154275875 + -ENSG00000252682.1 SNORD59 chr1 154288460 154288527 + -ENSG00000212292.1 RNU6-239P chr1 154295503 154295601 + -ENSG00000222457.1 RNU6-121P chr1 154297650 154297748 + -ENSG00000278694.1 RP11-137P24.5 chr1 154312462 154313084 + -ENSG00000143595.12 AQP10 chr1 154321090 154325325 + -ENSG00000143515.16 ATP8B2 chr1 154325553 154351307 + -ENSG00000237920.2 RP11-350G8.4 chr1 154376966 154379273 - -ENSG00000226855.1 RP11-350G8.3 chr1 154378207 154379089 - -ENSG00000228013.1 RP11-350G8.5 chr1 154402328 154406564 - -ENSG00000160712.12 IL6R chr1 154405193 154469450 + -ENSG00000228264.1 PSMD8P1 chr1 154414369 154415137 - -ENSG00000169291.9 SHE chr1 154469772 154502113 - -ENSG00000273110.1 RP11-350G8.9 chr1 154480012 154481501 + -ENSG00000163239.12 TDRD10 chr1 154502219 154548147 + -ENSG00000160714.9 UBE2Q1 chr1 154548577 154559028 - -ENSG00000229780.1 UBE2Q1-AS1 chr1 154553609 154555017 + -ENSG00000160716.4 CHRNB2 chr1 154567781 154580026 + -ENSG00000233875.1 RP11-61L14.6 chr1 154579065 154579663 - -ENSG00000160710.15 ADAR chr1 154582062 154627999 - -ENSG00000278405.1 AL606500.1 chr1 154610493 154610586 - -ENSG00000143603.18 KCNN3 chr1 154697455 154870280 - -ENSG00000163344.5 PMVK chr1 154924734 154936991 - -ENSG00000270361.1 RP11-307C12.13 chr1 154937370 154938059 + -ENSG00000163346.16 PBXIP1 chr1 154944076 154956123 - -ENSG00000268154.2 Metazoa_SRP chr1 154950210 154950492 - -ENSG00000163348.3 PYGO2 chr1 154957026 154963853 - -ENSG00000271380.1 RP11-307C12.12 chr1 154961825 154962623 + -ENSG00000160691.18 SHC1 chr1 154962298 154974395 - -ENSG00000173207.12 CKS1B chr1 154974653 154979249 + -ENSG00000264349.1 MIR4258 chr1 154975693 154975783 + -ENSG00000160688.18 FLAD1 chr1 154983338 154993111 + -ENSG00000163352.5 LENEP chr1 154993586 154994315 + -ENSG00000160685.13 ZBTB7B chr1 155002630 155018522 + -ENSG00000163354.14 DCST2 chr1 155018520 155033781 - -ENSG00000163357.10 DCST1 chr1 155033824 155050930 + -ENSG00000232093.1 RP11-307C12.11 chr1 155045191 155046118 - -ENSG00000143537.13 ADAM15 chr1 155050566 155062775 + -ENSG00000243364.7 EFNA4 chr1 155063731 155069553 + -ENSG00000251246.1 RP11-540D14.8 chr1 155063748 155086807 + -ENSG00000143590.13 EFNA3 chr1 155078872 155087538 + -ENSG00000202027.1 Y_RNA chr1 155120490 155120598 + -ENSG00000169242.11 EFNA1 chr1 155127460 155134857 + -ENSG00000169241.17 SLC50A1 chr1 155135344 155138857 + -ENSG00000179085.7 DPM3 chr1 155139891 155140595 - -ENSG00000223452.3 HMGN2P18 chr1 155148544 155148813 + -ENSG00000163463.11 KRTCAP2 chr1 155169408 155173475 - -ENSG00000273088.1 RP11-201K10.3 chr1 155169409 155187272 - -ENSG00000163462.17 TRIM46 chr1 155173787 155184971 + -ENSG00000185499.16 MUC1 chr1 155185824 155192916 - -ENSG00000279986.1 AC234582.2 chr1 155188587 155189452 + -ENSG00000279487.1 AC234582.1 chr1 155190050 155191339 + -ENSG00000231064.5 RP11-263K19.4 chr1 155195004 155205495 + -ENSG00000271748.2 MIR92B chr1 155195167 155195275 + -ENSG00000169231.13 THBS3 chr1 155195588 155209051 - -ENSG00000173171.14 MTX1 chr1 155208699 155213824 + -ENSG00000236263.1 RP11-263K19.6 chr1 155211151 155213819 - -ENSG00000160766.14 GBAP1 chr1 155213821 155227422 - -ENSG00000236675.1 MTX1P1 chr1 155230975 155234325 + -ENSG00000177628.15 GBA chr1 155234452 155244699 - -ENSG00000216109.1 AL713999.1 chr1 155236749 155236837 - -ENSG00000160767.20 FAM189B chr1 155247205 155255483 - -ENSG00000116521.10 SCAMP3 chr1 155255979 155262430 - -ENSG00000176444.18 CLK2 chr1 155262868 155278491 - -ENSG00000143630.9 HCN3 chr1 155277583 155289848 + -ENSG00000143627.17 PKLR chr1 155289839 155301434 - -ENSG00000160752.14 FDPS chr1 155308748 155320666 + -ENSG00000225855.6 RUSC1-AS1 chr1 155316863 155324176 - -ENSG00000160753.15 RUSC1 chr1 155320896 155331114 + -ENSG00000116539.10 ASH1L chr1 155335268 155562807 - -ENSG00000207720.1 MIR555 chr1 155346350 155346445 - -ENSG00000207134.1 RNU6-106P chr1 155358712 155358818 - -ENSG00000227773.1 ASH1L-IT1 chr1 155396010 155396978 - -ENSG00000207144.1 RNU6-1297P chr1 155419397 155419500 + -ENSG00000237872.4 POU5F1P4 chr1 155433178 155434262 + -ENSG00000235919.4 ASH1L-AS1 chr1 155562042 155563944 + -ENSG00000271267.1 RP11-29H23.7 chr1 155566050 155566306 - -ENSG00000225082.2 DAP3P1 chr1 155586644 155602197 + -ENSG00000223503.1 RP11-29H23.6 chr1 155590601 155591262 - -ENSG00000232519.2 RP11-29H23.4 chr1 155609776 155610380 - -ENSG00000125459.14 MSTO1 chr1 155610205 155614967 + -ENSG00000246203.2 RP11-29H23.5 chr1 155614726 155660245 - -ENSG00000163374.19 YY1AP1 chr1 155659443 155689000 - -ENSG00000132676.15 DAP3 chr1 155687960 155739010 + -ENSG00000227673.1 RP11-243J18.2 chr1 155710098 155710563 - -ENSG00000203761.5 MSTO2P chr1 155745829 155750137 + -ENSG00000116580.18 GON4L chr1 155749662 155859400 - -ENSG00000234937.1 RP11-101O6.2 chr1 155845367 155846624 + -ENSG00000132718.8 SYT11 chr1 155859509 155885199 + -ENSG00000143622.10 RIT1 chr1 155897808 155911404 - -ENSG00000132680.10 KIAA0907 chr1 155913043 155934400 - -ENSG00000207475.1 SNORA80E chr1 155919909 155920045 - -ENSG00000280466.1 SCARNA15 chr1 155925958 155926085 - -ENSG00000281394.1 SCARNA4 chr1 155925958 155926086 - -ENSG00000173080.5 RXFP4 chr1 155941710 155942949 + -ENSG00000116584.17 ARHGEF2 chr1 155946851 156007070 - -ENSG00000277817.1 MIR6738 chr1 155951273 155951336 - -ENSG00000273002.1 RP11-336K24.12 chr1 155978799 155982986 + -ENSG00000224276.1 RP11-336K24.5 chr1 155991390 156001787 + -ENSG00000163479.13 SSR2 chr1 156009048 156020959 - -ENSG00000160803.7 UBQLN4 chr1 156035301 156053794 - -ENSG00000116586.11 LAMTOR2 chr1 156054752 156058510 + -ENSG00000132698.13 RAB25 chr1 156061160 156070514 + -ENSG00000254726.2 MEX3A chr1 156072013 156081998 - -ENSG00000222611.1 AL355388.1 chr1 156077373 156077454 + -ENSG00000160789.19 LMNA chr1 156082573 156140089 + -ENSG00000196189.12 SEMA4A chr1 156147366 156177752 + -ENSG00000252236.1 SNORA26 chr1 156192063 156192203 - -ENSG00000160785.13 SLC25A44 chr1 156193932 156212796 + -ENSG00000260238.5 PMF1-BGLAP chr1 156212982 156243332 + -ENSG00000160783.19 PMF1 chr1 156212993 156240042 + -ENSG00000242252.1 BGLAP chr1 156241962 156243321 + -ENSG00000160781.15 PAQR6 chr1 156243321 156248117 - -ENSG00000198952.8 SMG5 chr1 156249224 156282825 - -ENSG00000163472.18 TMEM79 chr1 156282935 156293185 + -ENSG00000198715.11 GLMP chr1 156290089 156295689 - -ENSG00000189030.9 VHLL chr1 156298624 156299299 - -ENSG00000163468.14 CCT3 chr1 156308968 156367873 - -ENSG00000163467.11 TSACC chr1 156337314 156346995 + -ENSG00000132677.12 RHBG chr1 156369212 156385219 + -ENSG00000237390.1 RP11-139I14.2 chr1 156388226 156395609 + -ENSG00000125462.16 C1orf61 chr1 156404250 156430701 - -ENSG00000207933.2 MIR9-1 chr1 156420331 156420438 + -ENSG00000236947.5 RP11-98G7.1 chr1 156446412 156456577 - -ENSG00000116604.17 MEF2D chr1 156463727 156500828 - -ENSG00000206651.1 Y_RNA chr1 156484098 156484210 - -ENSG00000260460.1 RP11-284F21.8 chr1 156509854 156511681 + -ENSG00000183856.10 IQGAP3 chr1 156525405 156572604 - -ENSG00000187862.11 TTC24 chr1 156579727 156586770 + -ENSG00000265960.1 AL365181.1 chr1 156587856 156587955 - -ENSG00000163382.11 APOA1BP chr1 156591762 156594299 + -ENSG00000160818.16 GPATCH4 chr1 156594487 156601496 - -ENSG00000280316.1 AL365181.2 chr1 156597173 156599410 + -ENSG00000272971.1 RP11-284F21.11 chr1 156614742 156615288 - -ENSG00000132702.12 HAPLN2 chr1 156619294 156625725 + -ENSG00000272068.1 RP11-284F21.9 chr1 156637783 156641004 - -ENSG00000132692.18 BCAN chr1 156641390 156659532 + -ENSG00000272405.1 RP11-284F21.10 chr1 156641666 156644887 - -ENSG00000229953.1 RP11-284F21.7 chr1 156646507 156661424 - -ENSG00000132688.10 NES chr1 156668763 156677397 - -ENSG00000237588.2 RP11-66D17.3 chr1 156687695 156691997 - -ENSG00000143320.8 CRABP2 chr1 156699606 156705816 - -ENSG00000223356.1 RP11-66D17.5 chr1 156712212 156713174 - -ENSG00000143319.16 ISG20L2 chr1 156721891 156728799 - -ENSG00000143303.11 RRNAD1 chr1 156728442 156736960 + -ENSG00000143314.12 MRPL24 chr1 156737303 156741590 - -ENSG00000143321.18 HDGF chr1 156742107 156766925 - -ENSG00000143294.14 PRCC chr1 156750610 156800817 + -ENSG00000027869.11 SH2D2A chr1 156806243 156816862 - -ENSG00000198400.11 NTRK1 chr1 156815640 156881850 + -ENSG00000027644.4 INSRR chr1 156840063 156859018 - -ENSG00000187800.13 PEAR1 chr1 156893698 156916434 + -ENSG00000160838.13 LRRC71 chr1 156920650 156933094 + -ENSG00000132694.18 ARHGEF11 chr1 156934840 157045370 - -ENSG00000211581.1 MIR765 chr1 156936131 156936244 - -ENSG00000266160.2 RN7SL612P chr1 156985755 156986049 - -ENSG00000237842.2 RP11-110J1.2 chr1 157059232 157060762 - -ENSG00000224520.2 KRT8P45 chr1 157073257 157074703 + -ENSG00000253831.1 ETV3L chr1 157092044 157099808 - -ENSG00000117036.11 ETV3 chr1 157121191 157138474 - -ENSG00000235700.1 CYCSP52 chr1 157128362 157128671 + -ENSG00000229961.1 RP11-71G12.1 chr1 157185388 157187405 + -ENSG00000228239.1 RP11-85G21.1 chr1 157232231 157237136 - -ENSG00000271736.1 RP11-85G21.3 chr1 157280716 157283068 + -ENSG00000237189.1 RP11-85G21.2 chr1 157287703 157288053 - -ENSG00000143297.18 FCRL5 chr1 157513377 157552520 - -ENSG00000163518.10 FCRL4 chr1 157573749 157598080 - -ENSG00000236731.1 RP4-801G22.2 chr1 157629939 157630728 - -ENSG00000233712.1 RP4-801G22.3 chr1 157636300 157640301 - -ENSG00000160856.20 FCRL3 chr1 157674321 157700857 - -ENSG00000227217.1 RP11-367J7.3 chr1 157691762 157696459 + -ENSG00000231700.3 RP11-367J7.4 chr1 157709086 157709643 + -ENSG00000232366.1 VDAC1P9 chr1 157724180 157725020 - -ENSG00000132704.15 FCRL2 chr1 157745733 157777132 - -ENSG00000163534.14 FCRL1 chr1 157794403 157820105 - -ENSG00000073754.5 CD5L chr1 157830914 157898256 - -ENSG00000227425.1 MRPS21P2 chr1 157861197 157861460 + -ENSG00000236957.7 RP11-451O13.1 chr1 157925065 157949071 + -ENSG00000183853.17 KIRREL chr1 157993273 158100262 + -ENSG00000226520.1 KIRREL-IT1 chr1 158025550 158031166 + -ENSG00000231666.5 RP11-404O13.1 chr1 158132044 158140639 - -ENSG00000227295.2 ELL2P1 chr1 158175850 158177755 - -ENSG00000158473.6 CD1D chr1 158179947 158184896 + -ENSG00000229914.1 RP11-404O13.4 chr1 158195633 158196131 - -ENSG00000176320.2 RP11-404O13.5 chr1 158197922 158203877 - -ENSG00000158477.6 CD1A chr1 158254137 158258269 + -ENSG00000230942.1 HMGN1P5 chr1 158266753 158267320 - -ENSG00000158481.12 CD1C chr1 158289786 158293630 + -ENSG00000158485.10 CD1B chr1 158327951 158331531 - -ENSG00000158488.15 CD1E chr1 158353696 158357553 + -ENSG00000186306.1 OR10T2 chr1 158398522 158399466 - -ENSG00000180708.4 OR10K2 chr1 158419928 158420866 - -ENSG00000203758.4 OR10T1P chr1 158445068 158446014 - -ENSG00000236257.1 EI24P2 chr1 158454198 158455273 + -ENSG00000173285.3 OR10K1 chr1 158465562 158466503 + -ENSG00000236656.1 RP11-144L1.4 chr1 158474454 158494886 - -ENSG00000198965.3 OR10R2 chr1 158479878 158480885 + -ENSG00000198703.2 OR10R3P chr1 158491219 158492160 + -ENSG00000227445.1 OR10R1P chr1 158514785 158515925 + -ENSG00000231434.1 RP11-144L1.8 chr1 158523672 158525838 + -ENSG00000197532.1 OR6Y1 chr1 158547128 158548105 - -ENSG00000186440.1 OR6P1 chr1 158562651 158563604 - -ENSG00000186400.3 OR10X1 chr1 158578919 158579899 - -ENSG00000279111.1 OR10X1 chr1 158578919 158579899 - -ENSG00000198967.3 OR10Z1 chr1 158606439 158607380 + -ENSG00000163554.11 SPTA1 chr1 158610706 158686698 - -ENSG00000231237.1 OR6K1P chr1 158694539 158695509 - -ENSG00000196171.3 OR6K2 chr1 158699678 158700652 - -ENSG00000203757.1 OR6K3 chr1 158717168 158718163 - -ENSG00000180437.5 OR6K4P chr1 158724113 158725067 - -ENSG00000226949.1 OR6K5P chr1 158742146 158743415 - -ENSG00000180433.4 OR6K6 chr1 158754720 158755891 + -ENSG00000197403.3 OR6N1 chr1 158765744 158766682 - -ENSG00000188340.1 OR6N2 chr1 158776682 158777635 - -ENSG00000229724.1 OR2AQ1P chr1 158796014 158796213 + -ENSG00000180409.3 OR10AA1P chr1 158808399 158809335 - -ENSG00000163563.7 MNDA chr1 158831317 158849506 + -ENSG00000229849.1 RP11-393K10.1 chr1 158878746 158883500 + -ENSG00000163564.14 PYHIN1 chr1 158930796 158977054 + -ENSG00000163565.18 IFI16 chr1 158999968 159055155 + -ENSG00000265589.2 AL359753.1 chr1 159059237 159059326 + -ENSG00000163568.13 AIM2 chr1 159062484 159147096 - -ENSG00000233473.2 RAD1P2 chr1 159081133 159081795 - -ENSG00000162706.12 CADM3 chr1 159171609 159203313 + -ENSG00000222552.1 RNA5SP60 chr1 159178473 159178559 + -ENSG00000225670.4 CADM3-AS1 chr1 159194325 159207973 - -ENSG00000213088.9 ACKR1 chr1 159203307 159206500 + -ENSG00000215846.6 MPTX1 chr1 159276503 159277111 + -ENSG00000248642.1 OR10J2P chr1 159279041 159280001 - -ENSG00000179639.10 FCER1A chr1 159289714 159308224 + -ENSG00000196266.4 OR10J3 chr1 159313670 159314659 - -ENSG00000228560.1 RP11-550P17.5 chr1 159346166 159469068 - -ENSG00000248442.2 OR10J7P chr1 159351093 159352026 + -ENSG00000251686.1 OR10J8P chr1 159366161 159367089 + -ENSG00000249197.1 OR10J9P chr1 159405423 159406409 - -ENSG00000249730.1 OR10J4 chr1 159432204 159433138 + -ENSG00000196184.8 OR10J1 chr1 159439722 159440811 + -ENSG00000224943.1 RP11-180D21.3 chr1 159466321 159483376 + -ENSG00000184155.8 OR10J5 chr1 159535078 159536007 - -ENSG00000231100.1 RP11-740C1.2 chr1 159557368 159558200 + -ENSG00000271890.1 OR10AE1P chr1 159581620 159582648 - -ENSG00000132703.3 APCS chr1 159587825 159588865 + -ENSG00000158731.2 OR10J6P chr1 159598298 159599227 + -ENSG00000276632.1 RP11-419N10.6 chr1 159649151 159649620 + -ENSG00000223603.1 CRPP1 chr1 159704983 159705607 - -ENSG00000132693.12 CRP chr1 159712289 159714589 - -ENSG00000235226.1 RP11-419N10.5 chr1 159759170 159759589 + -ENSG00000158716.8 DUSP23 chr1 159780932 159782543 + -ENSG00000181036.13 FCRL6 chr1 159800511 159816251 + -ENSG00000158714.10 SLAMF8 chr1 159826750 159837249 + -ENSG00000188004.9 C1orf204 chr1 159834474 159855347 - -ENSG00000212161.1 SNORD64 chr1 159851906 159851972 - -ENSG00000243284.1 VSIG8 chr1 159854316 159862657 - -ENSG00000256029.5 RP11-190A12.7 chr1 159857900 159873053 - -ENSG00000272668.1 RP11-190A12.8 chr1 159866954 159867685 + -ENSG00000213085.9 CFAP45 chr1 159872364 159900163 - -ENSG00000266458.1 MIR4259 chr1 159899979 159900079 - -ENSG00000279430.1 RP11-190A12.9 chr1 159910094 159910554 - -ENSG00000158710.14 TAGLN2 chr1 159918107 159925732 - -ENSG00000085552.16 IGSF9 chr1 159927039 159945604 - -ENSG00000162723.9 SLAMF9 chr1 159951492 159954254 - -ENSG00000224259.5 LINC01133 chr1 159961218 159979061 + -ENSG00000273933.1 RP11-48O20.5 chr1 159972548 159974064 - -ENSG00000237409.2 RP11-226L15.1 chr1 160020300 160020727 + -ENSG00000260766.1 RP11-226L15.5 chr1 160024953 160026794 - -ENSG00000143315.6 PIGM chr1 160027673 160031991 - -ENSG00000177807.6 KCNJ10 chr1 160037467 160070248 - -ENSG00000225279.1 RP11-536C5.2 chr1 160062488 160079821 + -ENSG00000162728.4 KCNJ9 chr1 160081570 160090563 + -ENSG00000162729.13 IGSF8 chr1 160091340 160098943 - -ENSG00000018625.14 ATP1A2 chr1 160115759 160143591 + -ENSG00000132681.16 ATP1A4 chr1 160151570 160186977 + -ENSG00000143318.12 CASQ1 chr1 160190556 160201886 + -ENSG00000227741.1 RP11-536C5.7 chr1 160202199 160208869 - -ENSG00000162734.12 PEA15 chr1 160205337 160215376 + -ENSG00000265381.1 AL121987.1 chr1 160205377 160205464 + -ENSG00000132716.18 DCAF8 chr1 160215715 160262531 - -ENSG00000258465.6 RP11-574F21.3 chr1 160217464 160285130 - -ENSG00000228606.1 RP11-574F21.2 chr1 160261744 160262778 + -ENSG00000224261.2 RP11-179G5.1 chr1 160266340 160267225 - -ENSG00000162735.18 PEX19 chr1 160276812 160286348 - -ENSG00000122218.14 COPA chr1 160289273 160343400 - -ENSG00000235082.2 SUMO1P3 chr1 160317403 160317706 + -ENSG00000202078.1 Y_RNA chr1 160326104 160326216 - -ENSG00000162736.15 NCSTN chr1 160343272 160358952 + -ENSG00000171786.5 NHLH1 chr1 160367067 160372848 + -ENSG00000201608.1 RNU4-42P chr1 160392768 160392909 - -ENSG00000162738.5 VANGL2 chr1 160400586 160428678 + -ENSG00000162739.13 SLAMF6 chr1 160485030 160523262 - -ENSG00000234425.1 RP11-528G1.2 chr1 160537073 160571458 + -ENSG00000066294.14 CD84 chr1 160541095 160579516 - -ENSG00000117090.14 SLAMF1 chr1 160608100 160647295 - -ENSG00000235101.1 SETP9 chr1 160670148 160670979 + -ENSG00000228863.8 RP11-404F10.2 chr1 160670778 160699761 + -ENSG00000117091.9 CD48 chr1 160678746 160711851 - -ENSG00000026751.16 SLAMF7 chr1 160739057 160754821 + -ENSG00000275801.1 RP11-404F10.6 chr1 160775954 160776608 - -ENSG00000274562.1 RP11-404F10.5 chr1 160776975 160780140 - -ENSG00000122224.17 LY9 chr1 160796074 160828261 + -ENSG00000122223.12 CD244 chr1 160830160 160862855 - -ENSG00000226003.2 RP11-312J18.3 chr1 160848010 160848502 + -ENSG00000179914.4 ITLN1 chr1 160876539 160885170 - -ENSG00000213080.3 RP11-312J18.5 chr1 160894980 160896076 + -ENSG00000232188.1 RP11-312J18.6 chr1 160931739 160934380 - -ENSG00000198358.4 RP11-544M22.1 chr1 160932465 160949922 + -ENSG00000233691.2 RP11-312J18.7 chr1 160935537 160936126 + -ENSG00000158764.6 ITLN2 chr1 160945025 160954799 - -ENSG00000158769.17 F11R chr1 160995211 161021348 - -ENSG00000270149.5 RP11-544M22.13 chr1 160997957 161038962 - -ENSG00000232879.2 RP11-544M22.3 chr1 161034834 161035006 + -ENSG00000215845.10 TSTD1 chr1 161037631 161038990 - -ENSG00000158773.14 USF1 chr1 161039251 161045977 - -ENSG00000186517.13 ARHGAP30 chr1 161046946 161069970 - -ENSG00000278883.1 AL591806.1 chr1 161065865 161066153 + -ENSG00000143217.8 PVRL4 chr1 161070995 161089599 - -ENSG00000228917.1 RP11-544M22.8 chr1 161084465 161087571 + -ENSG00000162755.13 KLHDC9 chr1 161098361 161100346 + -ENSG00000143256.4 PFDN2 chr1 161100556 161118111 - -ENSG00000158793.13 NIT1 chr1 161118086 161125445 + -ENSG00000158796.16 DEDD chr1 161120974 161132688 - -ENSG00000238934.1 ACA64 chr1 161141208 161141336 - -ENSG00000143222.11 UFC1 chr1 161152776 161158856 + -ENSG00000224985.1 RP11-297K8.2 chr1 161153760 161159349 - -ENSG00000143258.15 USP21 chr1 161159450 161165723 + -ENSG00000143224.17 PPOX chr1 161166410 161178013 + -ENSG00000158850.14 B4GALT3 chr1 161171310 161177968 - -ENSG00000158859.9 ADAMTS4 chr1 161184308 161199056 - -ENSG00000158864.12 NDUFS2 chr1 161197104 161214395 + -ENSG00000158869.10 FCER1G chr1 161215234 161220699 + -ENSG00000158874.11 APOA2 chr1 161222292 161223631 - -ENSG00000158882.12 TOMM40L chr1 161225939 161230744 + -ENSG00000263548.1 MIR5187 chr1 161227186 161227261 + -ENSG00000143257.11 NR1I3 chr1 161229666 161238302 - -ENSG00000248485.1 PCP4L1 chr1 161258727 161285450 + -ENSG00000158887.15 MPZ chr1 161304735 161309972 - -ENSG00000143252.14 SDHC chr1 161314257 161375340 + -ENSG00000188931.3 CFAP126 chr1 161364731 161367874 - -ENSG00000236484.2 RRM2P2 chr1 161378707 161379358 - -ENSG00000206921.1 RNU6-481P chr1 161401289 161401395 + -ENSG00000215840.3 RP11-122G18.7 chr1 161406068 161407082 + -ENSG00000277882.1 RP11-122G18.9 chr1 161411597 161411802 - -ENSG00000143226.13 FCGR2A chr1 161505430 161524013 + -ENSG00000273112.1 RP11-25K21.6 chr1 161513176 161605099 + -ENSG00000173110.7 HSPA6 chr1 161524540 161526910 + -ENSG00000224203.2 RPS23P10 chr1 161536571 161538158 - -ENSG00000203747.9 FCGR3A chr1 161541759 161550737 - -ENSG00000224515.1 RP11-5K23.5 chr1 161556290 161557078 - -ENSG00000072694.18 FCGR2B chr1 161581311 161678654 + -ENSG00000244682.7 FCGR2C chr1 161581339 161605662 + -ENSG00000225217.1 HSPA7 chr1 161606291 161608217 + -ENSG00000231586.2 RPS23P9 chr1 161617992 161619585 - -ENSG00000162747.9 FCGR3B chr1 161623196 161631963 - -ENSG00000234211.2 RP11-25K21.1 chr1 161671978 161674824 - -ENSG00000213075.7 RPL31P11 chr1 161683695 161685252 - -ENSG00000199595.1 Y_RNA chr1 161699506 161699607 + -ENSG00000132185.16 FCRLA chr1 161706972 161714352 + -ENSG00000162746.14 FCRLB chr1 161721563 161728143 + -ENSG00000241347.3 RN7SL466P chr1 161735808 161736102 + -ENSG00000081721.11 DUSP12 chr1 161749758 161757238 + -ENSG00000226889.3 RP11-474I16.8 chr1 161765325 161766227 - -ENSG00000118217.5 ATF6 chr1 161766294 161964070 + -ENSG00000229808.1 RP11-456P18.2 chr1 161890833 161892196 + -ENSG00000162745.10 OLFML2B chr1 161983192 162023854 - -ENSG00000227818.1 RP11-227F8.2 chr1 162039016 162039567 + -ENSG00000198929.12 NOS1AP chr1 162069774 162370475 + -ENSG00000266144.1 MIR4654 chr1 162157107 162157182 + -ENSG00000227094.1 RP11-565P22.2 chr1 162316852 162317794 - -ENSG00000252262.1 RNA5SP61 chr1 162338643 162338742 + -ENSG00000207729.2 MIR556 chr1 162342530 162342638 + -ENSG00000254706.2 RP11-565P22.6 chr1 162365407 162383531 + -ENSG00000239887.4 C1orf226 chr1 162366908 162386818 + -ENSG00000171722.11 C1orf111 chr1 162373203 162376870 - -ENSG00000198574.5 SH2D1B chr1 162395266 162412138 - -ENSG00000227243.3 SLAMF6P1 chr1 162445549 162446566 + -ENSG00000152332.15 UHMK1 chr1 162497251 162529629 + -ENSG00000227941.1 UQCRBP2 chr1 162541332 162541628 - -ENSG00000259788.1 RP11-359K18.3 chr1 162560227 162561308 - -ENSG00000117143.13 UAP1 chr1 162561506 162599842 + -ENSG00000272574.1 RP11-359K18.4 chr1 162593103 162593754 + -ENSG00000162733.16 DDR2 chr1 162631373 162787400 + -ENSG00000243173.3 RN7SL861P chr1 162777730 162778014 + -ENSG00000132196.13 HSD17B7 chr1 162790702 162812817 + -ENSG00000185860.13 C1orf110 chr1 162824458 162868815 - -ENSG00000230739.1 RP11-331H2.4 chr1 162824795 162849467 + -ENSG00000227667.1 RP11-331H2.3 chr1 162979551 162979793 - -ENSG00000117152.13 RGS4 chr1 163068775 163076802 + -ENSG00000143248.12 RGS5 chr1 163111121 163321791 - -ENSG00000232892.1 RP11-267N12.1 chr1 163161675 163213023 + -ENSG00000225755.2 RP11-267N12.2 chr1 163237214 163239197 + -ENSG00000232995.7 RGS5 chr1 163244505 163321894 - -ENSG00000237756.1 RP11-77M5.1 chr1 163259850 163260659 + -ENSG00000143228.12 NUF2 chr1 163266576 163355764 + -ENSG00000225122.1 RP11-408E1.1 chr1 163422405 163423164 - -ENSG00000200327.1 RNA5SP62 chr1 163468496 163468605 - -ENSG00000212527.1 RNA5SP63 chr1 163509484 163509595 + -ENSG00000228289.1 RP4-640E24.1 chr1 163769339 163769691 - -ENSG00000212538.2 U3 chr1 163923670 163923873 + -ENSG00000225719.2 NMNAT1P2 chr1 164343005 164343864 + -ENSG00000199849.1 RNU5F-6P chr1 164351273 164351388 + -ENSG00000213070.3 HMGB3P6 chr1 164356767 164357364 + -ENSG00000185630.18 PBX1 chr1 164555584 164899296 + -ENSG00000274155.2 AL391001.1 chr1 164589480 164589615 + -ENSG00000207082.1 RNU6-171P chr1 164639565 164639671 + -ENSG00000277116.1 AL391001.2 chr1 164675324 164675424 + -ENSG00000269887.1 RP11-477H21.2 chr1 164680085 164680799 + -ENSG00000276359.1 Metazoa_SRP chr1 164703026 164703309 - -ENSG00000233693.1 RP11-506O24.1 chr1 164769116 164774641 - -ENSG00000271917.1 RP11-506O24.2 chr1 164828436 164829952 + -ENSG00000201987.1 Y_RNA chr1 164854231 164854332 + -ENSG00000225487.2 RP11-403P14.1 chr1 164921318 164921629 - -ENSG00000201270.1 RNU6-755P chr1 164980035 164980137 - -ENSG00000212086.1 AL390119.1 chr1 164983902 164983992 - -ENSG00000162761.14 LMX1A chr1 165201867 165356715 - -ENSG00000224702.1 RP11-38C18.2 chr1 165210627 165213090 + -ENSG00000238022.1 RP11-38C18.3 chr1 165215980 165219104 + -ENSG00000143171.12 RXRG chr1 165400917 165445355 - -ENSG00000237463.5 RP11-280O1.2 chr1 165476841 165582155 - -ENSG00000230748.1 RP11-541H12.1 chr1 165497724 165498348 + -ENSG00000162763.3 LRRC52 chr1 165544007 165563961 + -ENSG00000237783.2 RP11-306I1.1 chr1 165581613 165582476 + -ENSG00000236206.1 RP11-306I1.2 chr1 165598463 165623331 + -ENSG00000143198.12 MGST3 chr1 165630861 165661796 + -ENSG00000143149.12 ALDH9A1 chr1 165662216 165698863 - -ENSG00000206990.1 Y_RNA chr1 165662585 165662687 - -ENSG00000230175.1 RP11-466F5.3 chr1 165671256 165671725 + -ENSG00000225272.2 RP11-466F5.4 chr1 165676310 165676781 + -ENSG00000215838.4 RP11-466F5.6 chr1 165698750 165709968 + -ENSG00000273365.1 RP11-466F5.10 chr1 165706556 165707284 - -ENSG00000143183.16 TMCO1 chr1 165724293 165827755 - -ENSG00000224358.1 RP11-466F5.8 chr1 165768929 165775176 + -ENSG00000230659.3 RP11-466F5.9 chr1 165819353 165819787 + -ENSG00000143179.12 UCK2 chr1 165827531 165911618 + -ENSG00000236364.3 RP11-525G13.2 chr1 165890795 165900683 - -ENSG00000271527.1 RP11-7G12.2 chr1 165941235 165941769 - -ENSG00000226292.1 RP11-7G12.1 chr1 166022215 166023027 + -ENSG00000207341.1 RNA5SP64 chr1 166042244 166042350 + -ENSG00000188859.6 FAM78B chr1 166057426 166166969 - -ENSG00000203307.2 RP11-375H19.2 chr1 166081183 166087483 + -ENSG00000230898.1 RP11-9L18.3 chr1 166147782 166165095 - -ENSG00000215952.1 MIR921 chr1 166154743 166154798 - -ENSG00000215835.2 RP11-9L18.2 chr1 166275629 166277597 - -ENSG00000229588.1 RP11-479J7.2 chr1 166334884 166335762 + -ENSG00000225325.1 RP11-479J7.1 chr1 166387727 166452632 - -ENSG00000230231.1 FMO7P chr1 166474745 166481565 + -ENSG00000234142.1 RP11-276E17.2 chr1 166475772 166490039 - -ENSG00000238087.3 FMO8P chr1 166566178 166580705 + -ENSG00000215834.8 FMO9P chr1 166603675 166631400 + -ENSG00000234984.1 FMO10P chr1 166665885 166682196 + -ENSG00000232341.2 RPL4P2 chr1 166747379 166748660 + -ENSG00000232148.1 FMO11P chr1 166763334 166792767 + -ENSG00000232223.1 CNN2P10 chr1 166796266 166797183 + -ENSG00000143157.11 POGK chr1 166839447 166856344 + -ENSG00000152382.5 TADA1 chr1 166856510 166876327 - -ENSG00000225171.2 DUTP6 chr1 166868748 166869209 + -ENSG00000143195.12 ILDR2 chr1 166895711 166975482 - -ENSG00000143194.12 MAEL chr1 166975582 167022214 + -ENSG00000200036.1 RNA5SP65 chr1 167005959 167006077 + -ENSG00000227907.1 RP11-102C16.3 chr1 167052551 167058542 + -ENSG00000143167.11 GPA33 chr1 167052836 167166479 - -ENSG00000198842.9 DUSP27 chr1 167094045 167129165 + -ENSG00000213068.3 RP11-277B15.1 chr1 167162423 167162837 - -ENSG00000231605.5 LINC01363 chr1 167175917 167195792 - -ENSG00000272205.1 RP11-277B15.3 chr1 167219831 167220512 - -ENSG00000143190.21 POU2F1 chr1 167220829 167427345 + -ENSG00000272033.1 RP11-52A20.2 chr1 167379108 167381000 + -ENSG00000198821.10 CD247 chr1 167430640 167518610 - -ENSG00000233411.1 RP11-104L21.2 chr1 167457383 167458661 - -ENSG00000273160.1 RP11-104L21.3 chr1 167457742 167459891 - -ENSG00000227776.1 AKR1D1P1 chr1 167519536 167520586 + -ENSG00000143162.7 CREG1 chr1 167529677 167553767 - -ENSG00000231029.2 RP3-455J7.3 chr1 167591392 167591846 + -ENSG00000241666.2 RP3-455J7.4 chr1 167627385 167630674 - -ENSG00000198771.10 RCSD1 chr1 167630093 167706249 + -ENSG00000197965.11 MPZL1 chr1 167721192 167791919 + -ENSG00000143199.17 ADCY10 chr1 167809388 167914215 - -ENSG00000250762.1 RP1-313L4.4 chr1 167819898 167820248 - -ENSG00000232194.1 RP1-313L4.3 chr1 167820406 167821224 + -ENSG00000143158.10 MPC2 chr1 167916729 167937040 - -ENSG00000143164.15 DCAF6 chr1 167935783 168075843 + -ENSG00000221545.1 MIR1255B2 chr1 167998660 167998726 + -ENSG00000224837.1 GCSHP5 chr1 168055901 168056422 - -ENSG00000143147.14 GPR161 chr1 168079543 168137667 - -ENSG00000143155.12 TIPRL chr1 168178933 168202114 + -ENSG00000237049.1 RPL34P1 chr1 168210616 168210969 + -ENSG00000237131.1 RP1-69E11.3 chr1 168215405 168215652 + -ENSG00000213064.9 SFT2D2 chr1 168225938 168253025 + -ENSG00000214262.4 ANKRD36BP1 chr1 168245565 168247343 - -ENSG00000206880.1 RNU6-1310P chr1 168263375 168263481 - -ENSG00000143178.12 TBX19 chr1 168281040 168314426 + -ENSG00000227722.1 RP5-1059H15.1 chr1 168369054 168369601 + -ENSG00000207974.1 MIR557 chr1 168375524 168375621 + -ENSG00000228697.1 RP5-968D22.1 chr1 168400829 168422656 - -ENSG00000215833.3 QRSL1P1 chr1 168449672 168451211 - -ENSG00000237658.1 RP5-968D22.3 chr1 168464214 168495644 - -ENSG00000143185.3 XCL2 chr1 168540765 168543997 - -ENSG00000227777.1 RP4-738P11.3 chr1 168542737 168543354 + -ENSG00000143184.4 XCL1 chr1 168576473 168582077 + -ENSG00000229757.2 RP4-738P11.4 chr1 168578653 168579439 - -ENSG00000143196.4 DPT chr1 168695459 168729264 - -ENSG00000221578.1 AL049798.1 chr1 168747796 168747882 - -ENSG00000235736.1 RP1-10C16.1 chr1 168763365 168774490 - -ENSG00000225826.1 LINC00626 chr1 168786939 168792886 + -ENSG00000229612.1 SUMO1P2 chr1 168898136 168898439 + -ENSG00000203601.3 LINC00970 chr1 168903905 169087005 - -ENSG00000213063.3 RPL29P7 chr1 168938467 168938923 + -ENSG00000252987.1 RNA5SP66 chr1 169067264 169067364 + -ENSG00000237707.1 RP5-1018K9.1 chr1 169104124 169104907 + -ENSG00000143153.12 ATP1B1 chr1 169105697 169132722 + -ENSG00000143156.13 NME7 chr1 169132531 169367967 - -ENSG00000235575.1 RP4-800F24.1 chr1 169310665 169322479 + -ENSG00000117475.13 BLZF1 chr1 169367970 169396540 + -ENSG00000117477.12 CCDC181 chr1 169394870 169460669 - -ENSG00000117479.12 SLC19A2 chr1 169463909 169486003 - -ENSG00000234604.2 RP1-206D15.5 chr1 169474060 169474159 - -ENSG00000213062.4 RP1-206D15.6 chr1 169486076 169486986 + -ENSG00000198734.10 F5 chr1 169514166 169586588 - -ENSG00000174175.16 SELP chr1 169588849 169630193 - -ENSG00000000460.16 C1orf112 chr1 169662007 169854080 + -ENSG00000188404.8 SELL chr1 169690667 169711698 - -ENSG00000007908.15 SELE chr1 169722641 169764705 - -ENSG00000230704.1 RP1-117P20.3 chr1 169762929 169764648 - -ENSG00000171806.11 METTL18 chr1 169792529 169794966 - -ENSG00000000457.13 SCYL3 chr1 169849631 169894267 - -ENSG00000239494.2 RN7SL333P chr1 169859756 169860052 + -ENSG00000075945.12 KIFAP3 chr1 169921326 170085208 - -ENSG00000243051.3 RN7SL269P chr1 169957942 169958246 - -ENSG00000235378.2 MRPS10P1 chr1 169990067 169990196 + -ENSG00000232959.1 RP11-332H17.1 chr1 170024077 170024683 + -ENSG00000224896.2 SIGLEC30P chr1 170115636 170116576 + -ENSG00000203740.3 METTL11B chr1 170146001 170167790 + -ENSG00000263390.1 MIR3119-1 chr1 170151378 170151462 + -ENSG00000233985.1 RP11-297H3.3 chr1 170174403 170241287 + -ENSG00000238051.1 ISCUP1 chr1 170211010 170211457 - -ENSG00000224286.5 LINC01142 chr1 170271603 170284208 - -ENSG00000226967.1 HAUS4P1 chr1 170369223 170370367 - -ENSG00000263384.1 AL354732.1 chr1 170370213 170370295 - -ENSG00000231407.5 RP11-576I22.2 chr1 170460453 170532647 - -ENSG00000120370.12 GORAB chr1 170532129 170553446 + -ENSG00000225545.1 RP11-545I10.2 chr1 170587249 170588236 - -ENSG00000235303.1 RP1-79C4.1 chr1 170598854 170647339 + -ENSG00000116132.11 PRRX1 chr1 170662728 170739419 + -ENSG00000271811.1 RP1-79C4.4 chr1 170667381 170669425 + -ENSG00000117501.14 MROH9 chr1 170935471 171064765 + -ENSG00000281281.1 BX284613.1 chr1 171041347 171041435 - -ENSG00000226552.2 RP5-1092L12.2 chr1 171083565 171085205 + -ENSG00000007933.12 FMO3 chr1 171090877 171117819 + -ENSG00000221390.1 MIR1295A chr1 171101728 171101806 - -ENSG00000117507.5 FMO6P chr1 171137740 171161568 + -ENSG00000094963.13 FMO2 chr1 171185208 171211230 + -ENSG00000225243.5 RP1-127D3.4 chr1 171199244 171227788 - -ENSG00000231424.2 RP1-45C12.1 chr1 171247580 171251794 - -ENSG00000010932.15 FMO1 chr1 171248471 171285978 + -ENSG00000206692.1 Y_RNA chr1 171253906 171254022 - -ENSG00000230547.1 HMGB1P11 chr1 171270954 171271590 - -ENSG00000076258.9 FMO4 chr1 171314208 171342084 + -ENSG00000225704.2 RP4-798A17.5 chr1 171345089 171345320 + -ENSG00000268062.1 TOP1P1 chr1 171345105 171345307 - -ENSG00000239428.2 GM2AP2 chr1 171392229 171392790 + -ENSG00000202082.1 RNU6-290P chr1 171418644 171418750 - -ENSG00000234333.2 CYCSP53 chr1 171444699 171444963 - -ENSG00000117523.15 PRRC2C chr1 171485551 171593511 + -ENSG00000239373.3 RN7SL425P chr1 171492411 171492704 + -ENSG00000201126.1 RNU6-773P chr1 171519816 171519913 - -ENSG00000276381.1 Z98750.1 chr1 171591083 171591145 + -ENSG00000034971.14 MYOC chr1 171635417 171652683 - -ENSG00000233328.3 PFN1P1 chr1 171670517 171670939 - -ENSG00000230364.1 RPL4P3 chr1 171683128 171684438 - -ENSG00000117533.14 VAMP4 chr1 171700160 171742247 - -ENSG00000232261.1 RP4-560B9.5 chr1 171751543 171752025 - -ENSG00000271459.1 RP4-560B9.6 chr1 171755803 171756323 - -ENSG00000236741.4 RP4-560B9.4 chr1 171762074 171762524 + -ENSG00000253060.1 SCARNA20 chr1 171768070 171768175 + -ENSG00000010165.19 METTL13 chr1 171781664 171814023 + -ENSG00000213060.4 RP4-612B18.3 chr1 171803517 171803939 + -ENSG00000224600.5 RP4-612B18.1 chr1 171824610 171824959 - -ENSG00000197959.13 DNM3 chr1 171841498 172418466 + -ENSG00000233540.1 DNM3-IT1 chr1 171864187 171864687 + -ENSG00000230630.2 DNM3OS chr1 172136531 172144794 - -ENSG00000207949.1 MIR214 chr1 172138798 172138907 - -ENSG00000208024.1 MIR199A2 chr1 172144535 172144644 - -ENSG00000206684.1 RNU6-157P chr1 172366540 172366646 + -ENSG00000135845.9 PIGC chr1 172370189 172444086 - -ENSG00000180999.10 C1orf105 chr1 172420688 172468831 + -ENSG00000094975.13 SUCO chr1 172532349 172611833 + -ENSG00000251943.1 RNU6-693P chr1 172613428 172613534 - -ENSG00000117560.7 FASLG chr1 172659018 172666874 + -ENSG00000229785.1 SLC25A38P1 chr1 172748560 172749502 + -ENSG00000279061.1 RP3-332O11.2 chr1 172752586 172752924 + -ENSG00000224228.2 RP1-15D23.2 chr1 172775905 173064015 + -ENSG00000227177.1 AIMP1P2 chr1 172885947 172886258 - -ENSG00000224000.1 RP3-471M13.2 chr1 172906900 172907684 + -ENSG00000120337.8 TNFSF18 chr1 173039960 173050963 - -ENSG00000230849.2 GOT2P2 chr1 173141100 173142350 - -ENSG00000226375.1 RP3-395P12.2 chr1 173174300 173175503 - -ENSG00000117586.10 TNFSF4 chr1 173183734 173207313 - -ENSG00000232751.1 RP11-296O14.1 chr1 173351689 173352004 + -ENSG00000231615.2 RP11-296O14.2 chr1 173362397 173363733 - -ENSG00000203739.3 RP11-296O14.3 chr1 173417793 173461362 - -ENSG00000117592.8 PRDX6 chr1 173477266 173488807 + -ENSG00000162753.11 SLC9C2 chr1 173500464 173603094 - -ENSG00000238272.1 RP3-436N22.3 chr1 173555251 173612772 + -ENSG00000183831.6 ANKRD45 chr1 173609561 173669862 - -ENSG00000232113.1 RP11-360D2.1 chr1 173635773 173637134 + -ENSG00000076321.10 KLHL20 chr1 173714941 173786702 + -ENSG00000225591.2 RP11-360D2.2 chr1 173741674 173741928 + -ENSG00000200674.1 RN7SKP160 chr1 173791548 173791887 + -ENSG00000120334.15 CENPL chr1 173799550 173824720 - -ENSG00000252357.1 Y_RNA chr1 173808489 173808622 + -ENSG00000117593.9 DARS2 chr1 173824503 173858546 + -ENSG00000270084.1 GAS5-AS1 chr1 173863248 173863941 + -ENSG00000234741.7 GAS5 chr1 173863900 173868882 - -ENSG00000185278.14 ZBTB37 chr1 173868082 173903549 + -ENSG00000117601.13 SERPINC1 chr1 173903804 173917378 - -ENSG00000252231.1 RNA5SP67 chr1 173921070 173921200 + -ENSG00000135870.11 RC3H1 chr1 173931214 174022297 - -ENSG00000200755.1 RNA5SP68 chr1 173969318 173969436 - -ENSG00000236535.1 RC3H1-IT1 chr1 174009267 174016206 - -ENSG00000224977.1 RP11-160H22.3 chr1 174022509 174022985 + -ENSG00000225713.5 RPL30P1 chr1 174090136 174090474 - -ENSG00000238365.2 RNU7-57P chr1 174095241 174095302 - -ENSG00000227373.5 RP11-160H22.5 chr1 174115300 174160004 - -ENSG00000152061.21 RABGAP1L chr1 174159410 174995308 + -ENSG00000266125.1 AL022400.1 chr1 174348265 174348355 + -ENSG00000237317.2 RP4-809F4.1 chr1 174367105 174368039 - -ENSG00000203737.3 GPR52 chr1 174448111 174449198 + -ENSG00000223828.1 BANF1P4 chr1 174756850 174757119 - -ENSG00000231378.1 NDUFAF4P4 chr1 174849667 174850168 - -ENSG00000237249.1 RP1-102G20.2 chr1 174892417 174893155 + -ENSG00000223525.1 RABGAP1L-IT1 chr1 174896958 174897996 + -ENSG00000235869.1 RP1-102G20.4 chr1 174922107 174922440 - -ENSG00000229531.5 RP1-102G20.5 chr1 174934947 174954261 - -ENSG00000252552.1 RNU6-307P chr1 174996524 174996629 + -ENSG00000116161.17 CACYBP chr1 174999163 175011715 + -ENSG00000120333.4 MRPS14 chr1 175010789 175023425 - -ENSG00000206659.1 Y_RNA chr1 175022479 175022580 - -ENSG00000181101.7 SDCCAG3P2 chr1 175044626 175045648 - -ENSG00000120332.15 TNN chr1 175067858 175148066 + -ENSG00000235750.9 KIAA0040 chr1 175156987 175192999 - -ENSG00000230687.1 RP5-1114G22.2 chr1 175203228 175204849 - -ENSG00000233946.2 RP5-1114G22.1 chr1 175297080 175297240 + -ENSG00000260990.1 RP3-518E13.2 chr1 175307218 175335459 + -ENSG00000116147.16 TNR chr1 175315194 175743770 - -ENSG00000235628.1 TNR-IT1 chr1 175538775 175556818 - -ENSG00000224718.1 RP11-222A5.1 chr1 175877343 175880468 + -ENSG00000227740.1 RP11-318C24.2 chr1 175904762 175920513 - -ENSG00000230777.1 RP11-318C24.1 chr1 175921975 175922145 + -ENSG00000143207.19 RFWD2 chr1 175944831 176207493 - -ENSG00000281096.1 AL590723.1 chr1 175968385 175968477 - -ENSG00000252906.1 SCARNA3 chr1 175968398 175968540 - -ENSG00000228686.2 RP11-492I21.1 chr1 176017277 176018760 + -ENSG00000236021.1 RP11-195C7.1 chr1 176207648 176229330 + -ENSG00000273629.1 U7 chr1 176217541 176217602 + -ENSG00000232463.1 RP11-195C7.2 chr1 176231200 176231830 - -ENSG00000253025.1 RNU2-12P chr1 176243862 176244029 - -ENSG00000227815.2 RP11-195C7.3 chr1 176272483 176273402 + -ENSG00000231020.1 RP11-357J22.1 chr1 176305672 176306095 - -ENSG00000225904.1 MORF4L1P7 chr1 176367699 176368401 - -ENSG00000116183.10 PAPPA2 chr1 176463171 176845605 + -ENSG00000237514.3 PTP4A1P7 chr1 176616273 176616786 - -ENSG00000152092.15 ASTN1 chr1 176857302 177164973 - -ENSG00000202609.3 MIR488 chr1 177029343 177029452 - -ENSG00000280731.1 AL021398.2 chr1 177111386 177111510 + -ENSG00000198797.6 BRINP2 chr1 177171497 177282422 + -ENSG00000222749.1 AL021398.1 chr1 177186360 177186452 - -ENSG00000224968.1 RP1-35C21.1 chr1 177351586 177366272 + -ENSG00000227579.5 RP1-35C21.2 chr1 177393287 177597709 - -ENSG00000266393.1 AL122019.1 chr1 177552870 177552960 + -ENSG00000236720.1 RP11-63B19.1 chr1 177700524 177710330 + -ENSG00000120341.18 SEC16B chr1 177923956 177984303 - -ENSG00000254154.8 RP4-798P15.3 chr1 177928788 178038007 - -ENSG00000242193.9 RP11-568K15.1 chr1 178006136 178037950 - -ENSG00000276563.1 RP11-568K15.2 chr1 178017127 178017343 + -ENSG00000224687.1 RASAL2-AS1 chr1 178091508 178093984 - -ENSG00000075391.16 RASAL2 chr1 178094141 178484147 + -ENSG00000270575.1 RP11-21M7.2 chr1 178194342 178194709 - -ENSG00000213058.3 RP4-765C7.2 chr1 178411616 178411972 + -ENSG00000279210.1 RP4-593C16.4 chr1 178479247 178482365 - -ENSG00000264809.2 Metazoa_SRP chr1 178484408 178484682 + -ENSG00000188585.6 LINC00083 chr1 178495896 178499634 - -ENSG00000240021.9 TEX35 chr1 178513077 178548602 + -ENSG00000213057.5 C1orf220 chr1 178542752 178548889 + -ENSG00000201347.1 RNA5SP69 chr1 178560913 178561029 + -ENSG00000273384.1 RP5-1098D14.1 chr1 178651706 178652282 + -ENSG00000266417.1 MIR4424 chr1 178677749 178677834 + -ENSG00000273062.1 RP11-428K3.1 chr1 178724306 178726285 - -ENSG00000116191.17 RALGPS2 chr1 178725147 178921841 + -ENSG00000228196.1 PTPN2P1 chr1 178746683 178747754 - -ENSG00000201791.1 SNORA63 chr1 178753654 178753772 - -ENSG00000116194.12 ANGPTL1 chr1 178849705 178871052 - -ENSG00000116199.11 FAM20B chr1 179025804 179076562 + -ENSG00000232750.2 RP11-177A2.5 chr1 179035309 179035652 - -ENSG00000186283.13 TOR3A chr1 179081377 179098023 + -ENSG00000143322.19 ABL2 chr1 179099327 179229684 - -ENSG00000234041.1 RP11-345I18.1 chr1 179137764 179137934 + -ENSG00000231905.2 SETP10 chr1 179183734 179184547 + -ENSG00000212338.1 SNORA67 chr1 179196473 179196579 + -ENSG00000201619.1 SNORA67 chr1 179201487 179201627 + -ENSG00000231564.1 EIF4A1P11 chr1 179201705 179201926 + -ENSG00000225711.1 RP11-345I18.4 chr1 179220938 179222125 + -ENSG00000223794.1 COX5BP8 chr1 179255733 179256081 + -ENSG00000228191.1 RP11-345I18.6 chr1 179271116 179271266 - -ENSG00000057252.12 SOAT1 chr1 179293714 179358680 + -ENSG00000162779.20 AXDND1 chr1 179365720 179554735 + -ENSG00000224620.2 MEF2AP1 chr1 179447578 179448440 - -ENSG00000236539.3 HNRNPA1P54 chr1 179447602 179457315 - -ENSG00000261250.1 RP11-545A16.1 chr1 179543201 179548922 - -ENSG00000116218.12 NPHS2 chr1 179550539 179575952 - -ENSG00000251875.1 RNU5F-2P chr1 179576268 179576349 + -ENSG00000227141.2 RP11-545A16.3 chr1 179586705 179589175 + -ENSG00000261060.1 RP11-545A16.4 chr1 179590372 179591305 + -ENSG00000162782.15 TDRD5 chr1 179591613 179691272 + -ENSG00000221547.1 AL359853.1 chr1 179710250 179710346 - -ENSG00000243062.5 RP11-12M5.1 chr1 179730217 179742697 + -ENSG00000143340.6 FAM163A chr1 179743163 179816198 + -ENSG00000229407.5 RP11-12M5.3 chr1 179816184 179818191 - -ENSG00000231966.1 RP11-12M5.4 chr1 179829609 179836124 - -ENSG00000169905.12 TOR1AIP2 chr1 179839967 179877803 - -ENSG00000272906.1 RP11-533E19.7 chr1 179881607 179882595 - -ENSG00000143337.18 TOR1AIP1 chr1 179882042 179925000 + -ENSG00000264916.2 RN7SL230P chr1 179900262 179900564 + -ENSG00000261831.2 RP11-533E19.2 chr1 179926641 179941796 - -ENSG00000260360.1 RP11-533E19.5 chr1 179953184 179954440 - -ENSG00000135837.15 CEP350 chr1 179954738 180114880 + -ENSG00000235145.2 RP11-533E19.3 chr1 179968686 179969506 + -ENSG00000223450.1 RP11-52I18.1 chr1 180000438 180000808 - -ENSG00000261817.1 RP11-502H18.2 chr1 180117140 180123890 - -ENSG00000264286.2 AL390718.1 chr1 180139521 180139633 + -ENSG00000116260.16 QSOX1 chr1 180154834 180204030 + -ENSG00000121454.5 LHX4 chr1 180230286 180278982 + -ENSG00000230124.6 ACBD6 chr1 180269653 180502954 - -ENSG00000281572.1 U6 chr1 180349158 180349251 - -ENSG00000235060.1 VDAC1P4 chr1 180434800 180435936 + -ENSG00000265435.1 MIR3121 chr1 180438314 180438390 - -ENSG00000206905.1 Y_RNA chr1 180519016 180519119 - -ENSG00000266683.1 AL358354.1 chr1 180545832 180545931 + -ENSG00000236719.2 OVAAL chr1 180558976 180566518 + -ENSG00000143324.13 XPR1 chr1 180632004 180890251 + -ENSG00000266825.1 AL590085.1 chr1 180827895 180827992 - -ENSG00000225857.5 RP11-46A10.2 chr1 180906651 180909166 + -ENSG00000135835.10 KIAA1614 chr1 180913154 180951614 + -ENSG00000243155.1 RP11-46A10.5 chr1 180944042 180976482 - -ENSG00000232586.1 KIAA1614-AS1 chr1 180949699 180954887 - -ENSG00000251520.1 RP11-46A10.6 chr1 180964511 180965909 + -ENSG00000270711.1 RP11-46A10.8 chr1 180970837 180971247 + -ENSG00000135823.13 STX6 chr1 180972712 181023121 - -ENSG00000153029.14 MR1 chr1 181033425 181061938 + -ENSG00000162783.10 IER5 chr1 181088712 181092899 + -ENSG00000237292.1 RP11-540K16.1 chr1 181174484 181182208 + -ENSG00000225359.1 RP11-540K16.2 chr1 181190471 181191149 - -ENSG00000179452.2 GM140 chr1 181236388 181238604 + -ENSG00000198216.10 CACNA1E chr1 181413102 181808084 + -ENSG00000273573.1 Metazoa_SRP chr1 181668749 181669028 + -ENSG00000252977.1 RNA5SP70 chr1 181771566 181771644 + -ENSG00000272880.1 RP11-33M22.2 chr1 181812705 181813261 + -ENSG00000222397.1 RN7SKP229 chr1 181839473 181839774 - -ENSG00000179930.5 ZNF648 chr1 182054570 182061712 - -ENSG00000224810.1 RP11-538D16.2 chr1 182062677 182069253 - -ENSG00000225982.1 RP11-538D16.3 chr1 182086551 182090112 + -ENSG00000232309.1 GS1-122H1.1 chr1 182127297 182128665 - -ENSG00000228918.3 LINC01344 chr1 182129310 182314061 - -ENSG00000232096.1 YPEL5P1 chr1 182182730 182183096 - -ENSG00000206764.1 RNU6-152P chr1 182327068 182327174 + -ENSG00000228664.1 RP11-416K24.1 chr1 182328497 182329007 + -ENSG00000231684.3 EIF1P3 chr1 182336001 182336334 + -ENSG00000135821.16 GLUL chr1 182381704 182392206 - -ENSG00000203730.2 TEDDM1 chr1 182398117 182400616 - -ENSG00000203729.8 LINC00272 chr1 182407621 182414815 + -ENSG00000270443.1 RP1-223H12.5 chr1 182433893 182434461 - -ENSG00000233537.1 TEDDM2P chr1 182441577 182442362 + -ENSG00000121446.17 RGSL1 chr1 182450121 182560599 + -ENSG00000135828.11 RNASEL chr1 182573634 182589256 - -ENSG00000276839.1 Metazoa_SRP chr1 182576772 182577040 - -ENSG00000143333.6 RGS16 chr1 182598623 182604408 - -ENSG00000261504.1 RP11-317P15.4 chr1 182615254 182616629 + -ENSG00000135824.12 RGS8 chr1 182641816 182684576 - -ENSG00000227181.1 RP11-317P15.3 chr1 182712862 182714544 + -ENSG00000271269.1 RP11-317P15.6 chr1 182733792 182734779 + -ENSG00000135838.13 NPL chr1 182789293 182830384 + -ENSG00000135829.16 DHX9 chr1 182839369 182887751 + -ENSG00000157060.14 SHCBP1L chr1 182899865 182953525 - -ENSG00000224040.1 HMGN1P4 chr1 182942115 182942404 - -ENSG00000199837.1 RNA5SP71 chr1 182944365 182944490 - -ENSG00000281615.1 AL450304.2 chr1 182944402 182944454 - -ENSG00000226570.2 RP11-505O17.1 chr1 182955390 182956148 - -ENSG00000176855.11 KRT18P28 chr1 182959074 182960405 - -ENSG00000264768.1 AL450304.1 chr1 182959485 182959575 - -ENSG00000207472.1 RNU6-41P chr1 182982212 182982318 - -ENSG00000135862.5 LAMC1 chr1 183023460 183145592 + -ENSG00000224468.3 RP11-181K3.4 chr1 183138402 183141282 - -ENSG00000058085.14 LAMC2 chr1 183186238 183244900 + -ENSG00000157064.10 NMNAT2 chr1 183248237 183418602 - -ENSG00000233562.1 RP11-548N1.1 chr1 183266602 183267285 + -ENSG00000232860.7 SMG7-AS1 chr1 183460874 183472265 - -ENSG00000116698.20 SMG7 chr1 183472216 183598246 + -ENSG00000265042.1 AL137800.1 chr1 183510675 183510764 - -ENSG00000116701.14 NCF2 chr1 183555563 183590876 - -ENSG00000162704.15 ARPC5 chr1 183620846 183635757 - -ENSG00000143344.15 RGL1 chr1 183636085 183928531 + -ENSG00000173627.7 APOBEC4 chr1 183646404 183653316 - -ENSG00000270994.1 RP11-293B7.1 chr1 183709305 183710240 - -ENSG00000227554.1 RP11-444D13.1 chr1 183754418 183754937 - -ENSG00000273774.1 AL590422.1 chr1 183783322 183783433 - -ENSG00000198756.10 COLGALT2 chr1 183929854 184037729 - -ENSG00000198860.11 TSEN15 chr1 184051677 184074212 + -ENSG00000199840.1 Y_RNA chr1 184171714 184171823 - -ENSG00000207080.2 Y_RNA chr1 184315658 184315765 + -ENSG00000231791.1 RP11-382D12.1 chr1 184329071 184332826 + -ENSG00000244568.3 RN7SL654P chr1 184335658 184335949 + -ENSG00000271387.1 RP11-382D12.2 chr1 184385753 184386704 - -ENSG00000116667.12 C1orf21 chr1 184387058 184629020 + -ENSG00000230470.1 GS1-115G20.1 chr1 184408337 184412360 + -ENSG00000232036.2 GS1-115G20.2 chr1 184566511 184567835 + -ENSG00000116406.18 EDEM3 chr1 184690231 184754913 - -ENSG00000135842.16 FAM129A chr1 184790724 184974550 - -ENSG00000252222.1 RNU7-13P chr1 184821428 184821489 - -ENSG00000260976.1 GS1-120K12.4 chr1 185001527 185008683 + -ENSG00000201312.1 RNA5SP72 chr1 185014951 185015067 - -ENSG00000121481.10 RNF2 chr1 185045364 185102608 + -ENSG00000232792.2 FTH1P25 chr1 185071567 185072035 - -ENSG00000121486.11 TRMT1L chr1 185118098 185157072 - -ENSG00000116668.12 SWT1 chr1 185157080 185291765 + -ENSG00000231084.2 CTA-253N17.1 chr1 185171335 185171710 - -ENSG00000213051.3 RPL5P5 chr1 185226808 185227700 - -ENSG00000201421.1 Y_RNA chr1 185251313 185251411 + -ENSG00000206640.1 Y_RNA chr1 185257911 185258015 - -ENSG00000233583.1 RP4-635A23.3 chr1 185262286 185264356 - -ENSG00000252612.1 Y_RNA chr1 185266535 185266627 + -ENSG00000238061.2 RP4-635A23.4 chr1 185280844 185281816 + -ENSG00000279838.1 RP4-635A23.6 chr1 185292384 185294372 - -ENSG00000116679.15 IVNS1ABP chr1 185296388 185317329 - -ENSG00000273004.1 GS1-279B7.2 chr1 185317779 185318530 + -ENSG00000261024.6 GS1-279B7.1 chr1 185321157 185335039 - -ENSG00000252407.1 RNU7-183P chr1 185434244 185434305 + -ENSG00000270920.1 FAM195DP chr1 185435839 185436047 + -ENSG00000279401.1 GS1-204I12.3 chr1 185518651 185520986 + -ENSG00000228309.6 LINC01350 chr1 185558372 185628527 - -ENSG00000207108.1 Y_RNA chr1 185630428 185630528 - -ENSG00000201596.1 Y_RNA chr1 185634073 185634182 - -ENSG00000261729.1 GS1-204I12.4 chr1 185655002 185657168 + -ENSG00000143341.11 HMCN1 chr1 185734551 186190949 + -ENSG00000224691.1 GS1-174L6.4 chr1 186176814 186177302 - -ENSG00000116690.11 PRG4 chr1 186296279 186314562 + -ENSG00000047410.13 TPR chr1 186311652 186375693 - -ENSG00000202025.1 RNU6-1240P chr1 186311825 186311928 - -ENSG00000157181.14 C1orf27 chr1 186375758 186421378 + -ENSG00000279374.1 AL596220.1 chr1 186394991 186396776 - -ENSG00000262180.1 OCLM chr1 186400572 186401455 + -ENSG00000229739.2 RP11-295K2.3 chr1 186435161 186470291 + -ENSG00000116703.13 PDC chr1 186443566 186461122 - -ENSG00000273198.1 GS1-304P7.3 chr1 186521773 186522304 + -ENSG00000228238.1 GS1-304P7.2 chr1 186578279 186579299 + -ENSG00000233196.2 GS1-304P7.1 chr1 186580515 186581191 - -ENSG00000275000.1 AL096803.1 chr1 186586187 186586269 + -ENSG00000073756.11 PTGS2 chr1 186671791 186680427 - -ENSG00000273129.1 PACERR chr1 186680622 186681446 + -ENSG00000116711.9 PLA2G4A chr1 186828953 186988981 + -ENSG00000236030.1 LINC01036 chr1 187092842 187360323 + -ENSG00000231599.1 LINC01037 chr1 187443606 187477222 + -ENSG00000272827.1 RP11-445P19.3 chr1 187480293 187480614 + -ENSG00000271558.1 RP11-445P19.2 chr1 187506838 187507119 - -ENSG00000225462.1 FDPSP1 chr1 187563061 187564131 + -ENSG00000274702.1 RP11-393M18.5 chr1 187632166 187632439 + -ENSG00000230426.2 ERVMER61-1 chr1 187641226 187643860 + -ENSG00000236401.1 SLC4A1APP2 chr1 187706561 187708898 + -ENSG00000223847.1 RP5-925F19.1 chr1 187714243 187714735 - -ENSG00000150732.8 RP11-134C1.1 chr1 188067298 188067525 - -ENSG00000222240.1 RN7SKP156 chr1 188155839 188156180 - -ENSG00000261182.1 RP11-201A3.1 chr1 188218400 188220676 + -ENSG00000224278.1 RP11-405P11.1 chr1 188242139 188242678 - -ENSG00000225006.1 RP11-669M2.1 chr1 188508538 188536465 + -ENSG00000235083.1 RP11-669M2.2 chr1 188671353 188671759 + -ENSG00000231022.1 RPS3AP9 chr1 188694320 188695111 + -ENSG00000237283.1 RP11-316I3.1 chr1 188705623 188710880 - -ENSG00000238054.1 RP11-316I3.2 chr1 188869477 188887434 - -ENSG00000226486.1 LINC01035 chr1 188905688 189037262 + -ENSG00000271036.1 CLPTM1LP1 chr1 189035961 189036444 - -ENSG00000226196.1 GAPDHP75 chr1 189132350 189133292 - -ENSG00000252553.1 RNA5SP73 chr1 189666149 189666256 - -ENSG00000232212.1 RP11-398M15.1 chr1 189775465 189814918 + -ENSG00000238270.1 RP11-445J9.1 chr1 189868001 189868528 - -ENSG00000230987.2 RP11-113I24.1 chr1 189989570 189993097 - -ENSG00000162670.10 BRINP3 chr1 190097662 190478404 - -ENSG00000225811.1 RP11-547I7.1 chr1 190264898 190362270 + -ENSG00000237457.6 LINC01351 chr1 190478551 190480735 + -ENSG00000241505.1 RP11-161I10.1 chr1 190480379 190494297 + -ENSG00000231175.1 RP11-463J7.2 chr1 190624890 190801658 + -ENSG00000236025.1 RP11-463J7.1 chr1 190781787 190781995 + -ENSG00000238108.1 RP11-463J7.3 chr1 190797524 190797956 + -ENSG00000228020.2 HNRNPA1P46 chr1 191146025 191146961 - -ENSG00000261642.1 RP11-309H21.3 chr1 191151510 191154634 + -ENSG00000271187.1 RP11-309H21.4 chr1 191179521 191179739 - -ENSG00000233882.2 RP11-309H21.2 chr1 191221159 191228467 - -ENSG00000223344.1 RP11-541F9.1 chr1 191858707 191890229 - -ENSG00000228215.2 RP11-541F9.2 chr1 191875495 192011260 + -ENSG00000150681.9 RGS18 chr1 192158457 192185815 + -ENSG00000226723.2 RP11-142L4.3 chr1 192246708 192247487 - -ENSG00000236792.1 RP11-142L4.2 chr1 192247505 192247947 + -ENSG00000253148.1 RGS21 chr1 192316992 192367285 + -ENSG00000232498.1 RP5-1011O1.2 chr1 192517639 192567217 - -ENSG00000236069.1 RP5-1011O1.3 chr1 192529579 192538102 + -ENSG00000090104.11 RGS1 chr1 192575727 192580031 + -ENSG00000127074.14 RGS13 chr1 192636138 192660306 + -ENSG00000231767.3 RP11-92K2.2 chr1 192716183 192716648 + -ENSG00000228687.1 RP3-419C19.3 chr1 192796533 192797205 + -ENSG00000226814.2 RP3-419C19.2 chr1 192800571 192801141 + -ENSG00000116741.7 RGS2 chr1 192809039 192812283 + -ENSG00000223075.1 RN7SKP126 chr1 192875686 192875985 - -ENSG00000234871.1 LINC01032 chr1 192937300 192948257 - -ENSG00000234473.1 ZNF101P2 chr1 192993449 192994677 - -ENSG00000116750.13 UCHL5 chr1 193012250 193060080 - -ENSG00000238754.1 snoU109 chr1 193057281 193057415 - -ENSG00000116747.12 TROVE2 chr1 193059422 193091777 + -ENSG00000272579.1 RP11-101E13.5 chr1 193090866 193091556 - -ENSG00000023572.8 GLRX2 chr1 193096468 193106114 - -ENSG00000134371.9 CDC73 chr1 193122017 193253901 + -ENSG00000221680.1 MIR1278 chr1 193136503 193136583 + -ENSG00000162630.5 B3GALT2 chr1 193179045 193186654 - -ENSG00000276735.1 Metazoa_SRP chr1 193236794 193237107 - -ENSG00000232077.1 LINC01031 chr1 193304745 193365953 + -ENSG00000226640.2 RP11-21J7.1 chr1 193678894 193727035 + -ENSG00000237011.1 RP11-98G13.1 chr1 193684246 193688429 - -ENSG00000237213.2 RPL23AP22 chr1 193756815 193757267 - -ENSG00000275233.1 AL136456.1 chr1 194089422 194089520 - -ENSG00000227240.1 RP11-563D10.1 chr1 194149473 194198694 + -ENSG00000233057.1 EEF1A1P14 chr1 194188967 194190342 + -ENSG00000231714.1 RP11-476H20.1 chr1 194350943 194352426 + -ENSG00000251813.1 RNU6-983P chr1 194488103 194488205 - -ENSG00000228167.1 RP11-489C13.1 chr1 194718795 194719236 + -ENSG00000265108.1 AL357932.1 chr1 195126681 195126776 + -ENSG00000227421.1 RP11-476B1.1 chr1 196044996 196061073 - -ENSG00000162687.16 KCNT2 chr1 196225779 196609225 - -ENSG00000265986.1 MIR4735 chr1 196582413 196582481 - -ENSG00000000971.15 CFH chr1 196651878 196747504 + -ENSG00000116785.13 CFHR3 chr1 196774795 196795406 + -ENSG00000276911.1 CFHR2 chr1 196819745 196959210 + -ENSG00000244414.6 CFHR1 chr1 196819757 196832189 + -ENSG00000134365.12 CFHR4 chr1 196850241 196918972 + -ENSG00000080910.11 CFHR2 chr1 196943772 196959226 + -ENSG00000273844.1 RP4-608O15.4 chr1 196970495 196970671 + -ENSG00000134389.9 CFHR5 chr1 196977556 197009674 + -ENSG00000143278.3 F13B chr1 197039191 197067267 - -ENSG00000066279.16 ASPM chr1 197084128 197146694 - -ENSG00000235748.1 SEPT14P12 chr1 197138748 197139307 - -ENSG00000177888.7 ZBTB41 chr1 197153680 197200542 - -ENSG00000237861.1 RP11-332L8.1 chr1 197222222 197223255 + -ENSG00000134376.14 CRB1 chr1 197268204 197478455 + -ENSG00000221879.3 MRPS21P3 chr1 197363817 197364078 + -ENSG00000230260.1 RP11-75C23.1 chr1 197437976 197447469 - -ENSG00000213047.11 DENND1B chr1 197504748 197775696 - -ENSG00000207139.1 Y_RNA chr1 197685640 197685740 - -ENSG00000213046.4 EEF1A1P32 chr1 197688760 197690627 + -ENSG00000235582.2 RP11-448G4.2 chr1 197735636 197736107 + -ENSG00000233040.2 FAM204BP chr1 197746751 197747451 - -ENSG00000224901.1 RP11-448G4.4 chr1 197757319 197761965 + -ENSG00000203724.10 C1orf53 chr1 197902647 197907367 + -ENSG00000143355.15 LHX9 chr1 197911902 197935478 + -ENSG00000151414.14 NEK7 chr1 198156963 198322420 + -ENSG00000232824.1 PRR13P1 chr1 198197779 198198186 - -ENSG00000252731.2 AC093419.1 chr1 198369297 198369385 + -ENSG00000151418.11 ATP6V1G3 chr1 198523222 198540945 - -ENSG00000223881.1 RP11-553K8.2 chr1 198597724 198598868 - -ENSG00000081237.18 PTPRC chr1 198638671 198757283 + -ENSG00000261573.1 RP11-553K8.5 chr1 198657553 198667061 - -ENSG00000236278.2 PEBP1P3 chr1 198679139 198680033 - -ENSG00000229989.3 MIR181A1HG chr1 198807493 198937429 - -ENSG00000207975.1 MIR181B1 chr1 198858873 198858982 - -ENSG00000207759.1 MIR181A1 chr1 198859044 198859153 - -ENSG00000227747.2 RP11-16L9.1 chr1 198949016 198949805 + -ENSG00000225172.5 RP11-16L9.2 chr1 198983321 198985400 + -ENSG00000233410.1 LINC01222 chr1 199006040 199021037 - -ENSG00000235492.1 LINC01221 chr1 199016133 199076735 + -ENSG00000231718.1 RP11-382E9.1 chr1 199148598 199393307 + -ENSG00000228190.2 RPL23AP16 chr1 199371877 199372297 + -ENSG00000236468.1 RP11-104D3.2 chr1 199387141 199388475 + -ENSG00000263805.1 AL450244.1 chr1 199615188 199615280 - -ENSG00000231984.1 RP11-2L13.1 chr1 199752491 199752890 + -ENSG00000228530.1 RP11-567B20.1 chr1 199876978 199877558 + -ENSG00000200139.1 RNU6-778P chr1 199888159 199888261 + -ENSG00000229747.1 RP11-567B20.2 chr1 199908921 199909648 + -ENSG00000202491.1 RNU6-716P chr1 200008505 200008607 - -ENSG00000202329.1 RNU6-609P chr1 200014689 200014795 - -ENSG00000116833.13 NR5A2 chr1 200027602 200177424 + -ENSG00000252860.1 RNU6-570P chr1 200054061 200054165 + -ENSG00000221403.1 AC096633.1 chr1 200144834 200144935 + -ENSG00000229220.1 RP11-47A17.2 chr1 200147531 200148279 - -ENSG00000281125.1 AL590126.1 chr1 200197913 200198016 + -ENSG00000233827.2 FAM58BP chr1 200213678 200214322 + -ENSG00000273093.1 RP11-532L16.3 chr1 200315435 200315967 - -ENSG00000213045.3 RP11-532L16.1 chr1 200329161 200329677 + -ENSG00000203721.5 LINC00862 chr1 200342544 200374354 - -ENSG00000162702.7 ZNF281 chr1 200404940 200410056 - -ENSG00000230623.2 RP11-469A15.2 chr1 200473920 200478293 + -ENSG00000118193.11 KIF14 chr1 200551497 200620734 - -ENSG00000118197.13 DDX59 chr1 200623896 200669969 - -ENSG00000260088.1 RP11-92G12.3 chr1 200669507 200694250 + -ENSG00000118200.14 CAMSAP2 chr1 200739558 200860704 + -ENSG00000231333.2 RPL34P6 chr1 200863808 200864152 + -ENSG00000170128.3 GPR25 chr1 200873038 200874123 + -ENSG00000163362.10 C1orf106 chr1 200891048 200915735 + -ENSG00000233217.1 MROH3P chr1 200920994 200966530 + -ENSG00000201032.1 RNU6-704P chr1 200933345 200933447 - -ENSG00000116852.14 KIF21B chr1 200969390 201023700 - -ENSG00000229191.1 RP11-168O16.1 chr1 201023949 201028792 + -ENSG00000234132.2 RP11-168O16.2 chr1 201031136 201043073 + -ENSG00000081248.10 CACNA1S chr1 201039512 201112566 - -ENSG00000232237.3 ASCL5 chr1 201113953 201127184 - -ENSG00000116857.16 TMEM9 chr1 201134772 201171574 - -ENSG00000163395.16 IGFN1 chr1 201190825 201228952 + -ENSG00000229821.1 RP11-567E21.3 chr1 201222113 201223123 - -ENSG00000081277.11 PKP1 chr1 201283452 201332993 + -ENSG00000118194.18 TNNT2 chr1 201359008 201377762 - -ENSG00000159166.13 LAD1 chr1 201373244 201399915 - -ENSG00000282221.1 RP11-27G14.4 chr1 201399633 201401190 + -ENSG00000159173.18 TNNI1 chr1 201403768 201429866 - -ENSG00000227048.2 RP11-134G8.2 chr1 201428975 201429361 + -ENSG00000224818.1 RP11-134G8.10 chr1 201464383 201465146 - -ENSG00000174307.6 PHLDA3 chr1 201464383 201469237 - -ENSG00000159176.13 CSRP1 chr1 201483530 201509456 - -ENSG00000224536.1 RP11-134G8.7 chr1 201507241 201533608 + -ENSG00000223396.2 RP11-134G8.5 chr1 201518703 201530474 + -ENSG00000242150.2 RP11-134G8.6 chr1 201520056 201520549 + -ENSG00000134369.15 NAV1 chr1 201622885 201826969 + -ENSG00000236390.1 RP11-25B7.1 chr1 201673105 201674144 - -ENSG00000231871.5 IPO9-AS1 chr1 201688259 201829559 - -ENSG00000264802.1 MIR5191 chr1 201719508 201719627 + -ENSG00000235121.1 RP11-90L20.2 chr1 201723294 201737506 - -ENSG00000200942.1 RNU6-501P chr1 201733406 201733505 + -ENSG00000221028.1 MIR1231 chr1 201808611 201808702 + -ENSG00000198700.9 IPO9 chr1 201829141 201884294 + -ENSG00000277681.1 MIR6739 chr1 201863373 201863447 + -ENSG00000198892.6 SHISA4 chr1 201888680 201892306 + -ENSG00000223774.5 RP11-307B6.3 chr1 201893842 201899978 + -ENSG00000163431.12 LMOD1 chr1 201896452 201946588 - -ENSG00000278750.1 AC099676.1 chr1 201921644 201921736 - -ENSG00000134375.10 TIMM17A chr1 201955491 201970661 + -ENSG00000206637.1 SNORA70 chr1 201978461 201978595 + -ENSG00000238003.1 RP11-465N4.2 chr1 201978642 201978949 + -ENSG00000176393.10 RNPEP chr1 201982372 202006147 + -ENSG00000273478.1 RP11-465N4.5 chr1 201995696 201996352 - -ENSG00000234678.1 RP11-465N4.4 chr1 202000094 202010353 - -ENSG00000275207.1 MIR6740 chr1 202003124 202003236 + -ENSG00000163435.15 ELF3 chr1 202007945 202017188 + -ENSG00000249007.1 RP11-510N19.5 chr1 202011370 202015657 + -ENSG00000232296.1 RP11-510N19.2 chr1 202028606 202028692 + -ENSG00000235811.1 RP11-510N19.3 chr1 202039851 202039934 + -ENSG00000212512.2 Y_RNA chr1 202070841 202070943 + -ENSG00000227109.1 CRIP1P3 chr1 202096759 202096978 + -ENSG00000170075.8 GPR37L1 chr1 202122858 202133592 + -ENSG00000143862.7 ARL8A chr1 202133404 202144743 - -ENSG00000143851.15 PTPN7 chr1 202147013 202161588 - -ENSG00000243323.5 PTPRVP chr1 202168051 202189455 + -ENSG00000133067.17 LGR6 chr1 202193901 202319781 + -ENSG00000077152.9 UBE2T chr1 202331657 202341980 - -ENSG00000077157.20 PPP1R12B chr1 202348699 202592706 + -ENSG00000229120.2 CYCSP4 chr1 202369526 202370145 - -ENSG00000272262.1 RNU6-89P chr1 202410108 202410207 - -ENSG00000232626.3 RP11-175B9.2 chr1 202438396 202439957 + -ENSG00000236439.4 RP11-175B9.3 chr1 202471864 202472117 - -ENSG00000253042.1 SNORA70 chr1 202527310 202527427 - -ENSG00000143858.11 SYT2 chr1 202590596 202710417 - -ENSG00000226862.1 RP11-569A11.1 chr1 202604268 202605293 + -ENSG00000225620.1 RP11-569A11.2 chr1 202632428 202632911 + -ENSG00000117139.16 KDM5B chr1 202724491 202809470 - -ENSG00000235449.2 RP11-480I12.2 chr1 202767229 202767418 - -ENSG00000226148.1 SLC25A39P1 chr1 202796030 202797094 + -ENSG00000260021.1 RP11-480I12.10 chr1 202810238 202810829 - -ENSG00000228288.6 PCAT6 chr1 202810954 202812156 + -ENSG00000184774.8 MGAT4EP chr1 202820266 202827225 + -ENSG00000214796.8 RP11-480I12.5 chr1 202851828 202861620 - -ENSG00000234996.3 RP11-480I12.7 chr1 202861754 202875241 + -ENSG00000243113.1 RP11-480I12.9 chr1 202873294 202874326 + -ENSG00000183155.4 RABIF chr1 202878957 202889135 - -ENSG00000117153.15 KLHL12 chr1 202891100 202928636 - -ENSG00000230280.2 HNRNPA1P59 chr1 202911812 202912729 + -ENSG00000199471.1 Y_RNA chr1 202914880 202914980 - -ENSG00000159346.12 ADIPOR1 chr1 202940823 202958572 - -ENSG00000159348.12 CYB5R1 chr1 202961869 202967280 - -ENSG00000234761.1 RP11-38O14.5 chr1 202986557 202988582 - -ENSG00000231547.1 RP11-38O14.6 chr1 202999738 203000352 + -ENSG00000163444.11 TMEM183A chr1 203007386 203024848 + -ENSG00000143847.15 PPFIA4 chr1 203026498 203078740 + -ENSG00000122180.4 MYOG chr1 203083132 203086036 - -ENSG00000163485.15 ADORA1 chr1 203090654 203167405 + -ENSG00000234775.1 RP11-335O13.7 chr1 203127259 203127954 - -ENSG00000224671.2 RP11-335O13.8 chr1 203144694 203152579 - -ENSG00000133055.8 MYBPH chr1 203167811 203175813 - -ENSG00000133048.12 CHI3L1 chr1 203178931 203186749 - -ENSG00000133063.15 CHIT1 chr1 203212827 203273641 - -ENSG00000236523.2 NPM1P40 chr1 203255743 203256475 + -ENSG00000231507.1 LINC01353 chr1 203287152 203288801 + -ENSG00000233791.5 LINC01136 chr1 203298758 203305309 - -ENSG00000159388.5 BTG2 chr1 203305491 203309602 + -ENSG00000202300.1 RNU6-487P chr1 203318996 203319099 - -ENSG00000122176.10 FMOD chr1 203340628 203351489 - -ENSG00000229652.1 RP11-435P24.2 chr1 203353365 203353651 - -ENSG00000271588.1 LARP7P1 chr1 203400266 203400581 - -ENSG00000188783.5 PRELP chr1 203475828 203491352 + -ENSG00000188770.9 OPTC chr1 203494143 203508864 + -ENSG00000058668.14 ATP2B4 chr1 203626561 203744081 + -ENSG00000236035.2 RP11-90O23.1 chr1 203656969 203657760 - -ENSG00000221643.1 SNORA77 chr1 203729581 203729705 + -ENSG00000122188.12 LAX1 chr1 203765176 203776233 + -ENSG00000058673.15 ZC3H11A chr1 203795654 203854124 + -ENSG00000257315.1 ZBED6 chr1 203796309 203800558 + -ENSG00000227417.3 RP11-397P13.6 chr1 203805621 203806263 - -ENSG00000223505.2 RP11-397P13.7 chr1 203835585 203835912 - -ENSG00000182004.12 SNRPE chr1 203861603 203870550 + -ENSG00000236430.1 KRT8P29 chr1 203872574 203874187 - -ENSG00000232917.5 HSPE1P6 chr1 203903723 203904013 - -ENSG00000237379.1 CBX1P3 chr1 203954640 203955780 + -ENSG00000176754.12 LINC00303 chr1 204032447 204041265 - -ENSG00000143842.14 SOX13 chr1 204073115 204127743 + -ENSG00000261065.1 RP11-74C13.4 chr1 204131062 204131966 + -ENSG00000143845.14 ETNK2 chr1 204131062 204152003 - -ENSG00000230550.1 RP11-74C13.3 chr1 204141408 204143009 + -ENSG00000143839.13 REN chr1 204154819 204166322 - -ENSG00000225522.2 RP11-203F10.1 chr1 204183006 204183537 + -ENSG00000170498.8 KISS1 chr1 204190341 204196486 - -ENSG00000174567.7 GOLT1A chr1 204198160 204214092 - -ENSG00000143850.12 PLEKHA6 chr1 204218851 204377665 - -ENSG00000231691.1 RP11-203F10.5 chr1 204277005 204277948 + -ENSG00000219133.2 RP11-203F10.6 chr1 204346776 204347258 - -ENSG00000280924.1 LINC00628 chr1 204368431 204369719 - -ENSG00000226330.1 RP11-739N20.2 chr1 204377850 204435846 + -ENSG00000237848.1 RP11-739N20.3 chr1 204394541 204394774 + -ENSG00000158615.8 PPP1R15B chr1 204403387 204411791 - -ENSG00000133056.13 PIK3C2B chr1 204422628 204494724 - -ENSG00000198625.12 MDM4 chr1 204516379 204558120 + -ENSG00000236779.1 RP11-430C7.2 chr1 204528845 204529692 - -ENSG00000200408.1 RNA5SP74 chr1 204562413 204562521 - -ENSG00000240710.1 RP11-430C7.4 chr1 204603035 204616565 + -ENSG00000170382.11 LRRN2 chr1 204617170 204685733 - -ENSG00000240219.1 RP11-430C7.5 chr1 204626775 204629712 + -ENSG00000228153.1 RP11-23I7.1 chr1 204663872 204664613 + -ENSG00000252650.1 RNA5SP75 chr1 204707320 204707430 - -ENSG00000251861.1 SCARNA20 chr1 204727991 204728106 + -ENSG00000163531.15 NFASC chr1 204828651 205022822 + -ENSG00000229657.2 RP11-494K3.2 chr1 204946608 204947169 + -ENSG00000184144.9 CNTN2 chr1 205043197 205078499 + -ENSG00000251696.1 AL583832.1 chr1 205062252 205062342 + -ENSG00000174529.7 TMEM81 chr1 205083129 205084460 - -ENSG00000117222.13 RBBP5 chr1 205086142 205122015 - -ENSG00000271580.1 RP11-536L3.4 chr1 205091163 205091946 + -ENSG00000236108.1 RP11-383G10.1 chr1 205134646 205134950 + -ENSG00000133059.16 DSTYK chr1 205142505 205211566 - -ENSG00000213041.4 RP11-383G10.3 chr1 205202191 205202742 + -ENSG00000133069.14 TMCC2 chr1 205228176 205273343 + -ENSG00000225063.1 RP11-383G10.5 chr1 205233821 205236867 - -ENSG00000163545.8 NUAK2 chr1 205302059 205321791 - -ENSG00000162873.14 KLHDC8A chr1 205336065 205357090 - -ENSG00000235363.1 SNRPGP10 chr1 205351247 205351471 + -ENSG00000226235.1 LEMD1-AS1 chr1 205373252 205387440 + -ENSG00000186007.9 LEMD1 chr1 205381378 205457091 - -ENSG00000281406.1 BLACAT1 chr1 205434886 205437879 - -ENSG00000199059.2 MIR135B chr1 205448291 205448403 - -ENSG00000224717.1 RP11-576D8.4 chr1 205455929 205469024 + -ENSG00000117266.15 CDK18 chr1 205504595 205532793 + -ENSG00000253097.1 RNU2-19P chr1 205566716 205566799 + -ENSG00000174514.12 MFSD4 chr1 205568885 205602918 + -ENSG00000206762.1 RNU6-418P chr1 205595041 205595147 + -ENSG00000158711.13 ELK4 chr1 205597556 205631962 - -ENSG00000236942.1 RP11-6B6.3 chr1 205625483 205626153 + -ENSG00000158715.5 SLC45A3 chr1 205657851 205680459 - -ENSG00000275213.1 Metazoa_SRP chr1 205684018 205684307 + -ENSG00000069275.12 NUCKS1 chr1 205712819 205750276 - -ENSG00000201944.1 SNORA72 chr1 205731221 205731352 - -ENSG00000117280.12 RAB29 chr1 205767986 205775460 - -ENSG00000133065.10 SLC41A1 chr1 205789093 205813748 - -ENSG00000162877.12 PM20D1 chr1 205828022 205850132 - -ENSG00000174502.18 SLC26A9 chr1 205913048 205943460 - -ENSG00000227687.1 RP4-681L3.2 chr1 205935128 205935768 + -ENSG00000276600.4 RAB7B chr1 205976740 206003461 - -ENSG00000196188.10 CTSE chr1 206009264 206023909 - -ENSG00000280687.1 BX571818.1 chr1 206024548 206024683 + -ENSG00000263961.6 C1orf186 chr1 206037231 206102459 + -ENSG00000252692.1 SNORD60 chr1 206080239 206080324 + -ENSG00000198049.6 AVPR1B chr1 206109692 206117699 - -ENSG00000226780.1 RP11-38J22.3 chr1 206117783 206126805 + -ENSG00000225483.1 RP11-38J22.2 chr1 206160887 206161276 - -ENSG00000236889.1 RP11-38J22.1 chr1 206175060 206177246 - -ENSG00000196550.10 FAM72A chr1 206186179 206204414 - -ENSG00000266028.7 SRGAP2 chr1 206203345 206464443 + -ENSG00000229509.1 RP11-421E17.4 chr1 206333327 206333438 - -ENSG00000233501.1 SRGAP2-AS1 chr1 206378864 206381599 - -ENSG00000263528.7 IKBKE chr1 206470476 206496889 + -ENSG00000278465.1 MIR6769B chr1 206474803 206474864 + -ENSG00000162888.4 C1orf147 chr1 206491116 206497728 - -ENSG00000261000.1 RP11-534L20.5 chr1 206503948 206504456 + -ENSG00000266094.6 RASSF5 chr1 206507530 206589283 + -ENSG00000234981.1 RP11-534L20.4 chr1 206528915 206529706 + -ENSG00000279946.1 CH17-76K2.6 chr1 206541758 206544892 + -ENSG00000143486.15 EIF2D chr1 206571292 206612463 - -ENSG00000237605.1 RP11-343H5.6 chr1 206634649 206635622 - -ENSG00000143479.15 DYRK3 chr1 206635536 206684419 + -ENSG00000162889.10 MAPKAPK2 chr1 206684944 206734283 + -ENSG00000224114.1 RP11-343H5.4 chr1 206695837 206696269 - -ENSG00000199349.1 Y_RNA chr1 206747980 206748092 - -ENSG00000136634.5 IL10 chr1 206767602 206772494 - -ENSG00000142224.15 IL19 chr1 206798870 206842981 + -ENSG00000162891.10 IL20 chr1 206865354 206869223 + -ENSG00000162892.15 IL24 chr1 206897443 206904139 + -ENSG00000162894.11 FCMR chr1 206904386 206923247 - -ENSG00000271680.1 RP11-564A8.8 chr1 206905928 206906393 + -ENSG00000226945.1 RP11-564A8.4 chr1 206907619 206908229 + -ENSG00000162896.5 PIGR chr1 206928518 206946466 - -ENSG00000162897.14 FCAMR chr1 206957965 206970625 - -ENSG00000182795.12 C1orf116 chr1 207018521 207032756 - -ENSG00000123836.14 PFKFB2 chr1 207034366 207081024 + -ENSG00000180667.10 YOD1 chr1 207043849 207052980 - -ENSG00000123843.12 C4BPB chr1 207088842 207099993 + -ENSG00000123838.10 C4BPA chr1 207104262 207144972 + -ENSG00000275392.1 RP11-164O23.8 chr1 207127010 207127486 - -ENSG00000226565.2 RP11-164O23.5 chr1 207150205 207150281 - -ENSG00000224462.2 C4BPAP1 chr1 207165496 207183910 + -ENSG00000243636.1 RP11-164O23.7 chr1 207179296 207184062 + -ENSG00000232621.1 C4BPAP2 chr1 207225798 207229202 + -ENSG00000237074.1 RP11-6J21.2 chr1 207249067 207309121 + -ENSG00000196352.13 CD55 chr1 207321508 207360966 + -ENSG00000274245.1 RP11-357P18.2 chr1 207372559 207373252 + -ENSG00000117322.16 CR2 chr1 207454230 207489895 + -ENSG00000203710.10 CR1 chr1 207496147 207640647 + -ENSG00000236911.6 RP11-78B10.2 chr1 207551925 207606555 - -ENSG00000197721.16 CR1L chr1 207645113 207738416 + -ENSG00000244703.3 CD46P1 chr1 207645234 207657410 + -ENSG00000226289.1 CDCA4P3 chr1 207658454 207659142 + -ENSG00000274059.1 5S_rRNA chr1 207708898 207708981 - -ENSG00000117335.18 CD46 chr1 207752057 207795513 + -ENSG00000234219.1 CDCA4P4 chr1 207762584 207763263 + -ENSG00000203709.9 C1orf132 chr1 207801518 207869150 - -ENSG00000275668.1 MIR29C chr1 207801845 207801956 - -ENSG00000276752.1 MIR29B2 chr1 207802440 207802523 - -ENSG00000226202.2 RP11-328D5.1 chr1 207873795 207879073 - -ENSG00000174059.16 CD34 chr1 207880972 207911402 - -ENSG00000076356.6 PLXNA2 chr1 208022242 208244320 - -ENSG00000226843.1 RP11-2P2.1 chr1 208255290 208255376 - -ENSG00000261453.1 RP11-565N2.1 chr1 208607100 208612192 - -ENSG00000259815.1 RP11-565N2.2 chr1 208626741 208628085 - -ENSG00000227887.1 RPS26P13 chr1 208697369 208697698 - -ENSG00000232812.1 RP11-459K23.2 chr1 208728688 208733184 + -ENSG00000236950.1 RP5-1051D14.1 chr1 208972454 208975307 + -ENSG00000278684.1 RP5-1051D14.2 chr1 209001338 209001476 + -ENSG00000232537.1 RP11-385M4.1 chr1 209147267 209155101 - -ENSG00000228081.2 RP11-385M4.2 chr1 209173014 209173375 + -ENSG00000224540.1 RP11-385M4.3 chr1 209232196 209233419 + -ENSG00000225712.1 ATP5G2P1 chr1 209267798 209268223 - -ENSG00000227940.1 RP11-372M18.1 chr1 209325456 209328532 + -ENSG00000231648.1 RP11-372M18.2 chr1 209367662 209379690 + -ENSG00000230937.9 MIR205HG chr1 209428820 209432838 + -ENSG00000276335.1 MIR205 chr1 209432133 209432242 + -ENSG00000224260.6 RP1-272L16.1 chr1 209528455 209567673 - -ENSG00000008118.9 CAMK1G chr1 209583717 209613938 + -ENSG00000196878.12 LAMB3 chr1 209614870 209652466 - -ENSG00000264831.1 MIR4260 chr1 209623444 209623510 - -ENSG00000227591.5 RP1-28O10.1 chr1 209661364 209724125 - -ENSG00000123689.5 G0S2 chr1 209675420 209676388 + -ENSG00000117594.9 HSD11B1 chr1 209686178 209734950 + -ENSG00000236136.1 ADORA2BP1 chr1 209744373 209745214 + -ENSG00000009790.14 TRAF3IP3 chr1 209756032 209782320 + -ENSG00000162757.4 C1orf74 chr1 209779208 209784559 - -ENSG00000117595.10 IRF6 chr1 209785623 209806175 - -ENSG00000117597.17 DIEXF chr1 209828007 209857565 + -ENSG00000143469.16 SYT14 chr1 209938174 210171315 + -ENSG00000203706.8 SERTAD4-AS1 chr1 210231456 210234047 - -ENSG00000082497.11 SERTAD4 chr1 210232799 210246631 + -ENSG00000228110.4 ST13P19 chr1 210265636 210267241 - -ENSG00000233455.2 RP4-667H12.4 chr1 210303684 210304540 + -ENSG00000054392.12 HHAT chr1 210328252 210676296 + -ENSG00000200972.1 RNU5A-8P chr1 210374154 210374267 - -ENSG00000270936.1 RP5-879K22.1 chr1 210462345 210463012 - -ENSG00000279333.1 RP11-75I2.3 chr1 210678315 210681932 + -ENSG00000143473.11 KCNH1 chr1 210678315 211134115 - -ENSG00000224668.1 IPO8P1 chr1 210859177 210862285 - -ENSG00000234233.1 KCNH1-IT1 chr1 211132588 211133374 - -ENSG00000234004.4 RP11-543B16.1 chr1 211173488 211173849 + -ENSG00000223562.1 RP11-543B16.3 chr1 211182156 211183104 - -ENSG00000226986.4 RP11-543B16.2 chr1 211207239 211207897 + -ENSG00000221488.1 AC092017.1 chr1 211210989 211211082 - -ENSG00000117625.13 RCOR3 chr1 211258377 211316385 + -ENSG00000082512.14 TRAF5 chr1 211326615 211374946 + -ENSG00000153363.12 LINC00467 chr1 211382803 211435333 + -ENSG00000236809.2 SNX25P1 chr1 211417025 211417934 + -ENSG00000238137.2 ARPC3P2 chr1 211442274 211442806 + -ENSG00000198570.5 RD3 chr1 211476522 211492917 - -ENSG00000223649.1 RP11-359E8.3 chr1 211492255 211492917 + -ENSG00000170385.9 SLC30A1 chr1 211571568 211578742 - -ENSG00000261314.1 RP11-359E8.5 chr1 211583015 211583725 - -ENSG00000228792.2 RP11-354K1.2 chr1 211635906 211642867 - -ENSG00000227764.1 RP11-354K1.1 chr1 211639695 211654581 + -ENSG00000222080.1 AL356310.1 chr1 211653456 211653549 - -ENSG00000117650.12 NEK2 chr1 211658657 211675630 - -ENSG00000224763.1 FDPSP8 chr1 211660189 211661277 - -ENSG00000231057.3 RP11-122M14.1 chr1 211675762 211690103 + -ENSG00000226868.1 RP11-122M14.3 chr1 211715928 211725402 - -ENSG00000123684.12 LPGAT1 chr1 211743457 211830772 - -ENSG00000241395.3 RN7SL344P chr1 211792111 211792406 - -ENSG00000212205.1 Y_RNA chr1 211803017 211803104 + -ENSG00000229258.5 RP11-552D8.1 chr1 211829846 211853703 + -ENSG00000233626.2 RP11-565J7.1 chr1 211936249 211936634 + -ENSG00000143493.12 INTS7 chr1 211940399 212035542 - -ENSG00000212187.1 SNORA26 chr1 212025561 212025682 + -ENSG00000143476.17 DTL chr1 212035553 212107400 + -ENSG00000220749.4 RPL21P28 chr1 212051524 212052006 - -ENSG00000264358.1 MIR3122 chr1 212077613 212077685 + -ENSG00000252879.1 RN7SKP98 chr1 212099521 212099676 - -ENSG00000229983.1 RP11-15I11.2 chr1 212168207 212190259 + -ENSG00000226251.5 RP11-15I11.3 chr1 212225278 212238977 - -ENSG00000066027.11 PPP2R5A chr1 212285537 212361863 + -ENSG00000230063.1 RP11-384C4.6 chr1 212297448 212299579 + -ENSG00000234915.1 RP11-384C4.7 chr1 212299495 212331713 - -ENSG00000225338.1 RPL23AP18 chr1 212309051 212309518 - -ENSG00000212044.2 AL360091.1 chr1 212349978 212350069 + -ENSG00000201544.1 SNORA16B chr1 212352816 212352950 + -ENSG00000229832.1 RP11-384C4.2 chr1 212357418 212358353 + -ENSG00000065600.12 TMEM206 chr1 212363931 212414901 - -ENSG00000117691.9 NENF chr1 212432887 212446379 + -ENSG00000224535.1 RP11-61J19.2 chr1 212466816 212467743 - -ENSG00000228067.1 RP11-61J19.3 chr1 212545694 212556065 + -ENSG00000260805.2 RP11-61J19.5 chr1 212557833 212559731 - -ENSG00000162772.16 ATF3 chr1 212565334 212620777 + -ENSG00000235862.2 RP11-338C15.5 chr1 212624284 212626771 - -ENSG00000162771.7 FAM71A chr1 212624474 212626778 + -ENSG00000226036.1 RP11-338C15.2 chr1 212647296 212647755 + -ENSG00000237980.1 RP11-338C15.3 chr1 212653999 212665434 - -ENSG00000123685.8 BATF3 chr1 212686418 212699985 - -ENSG00000207491.1 RNU6-423P chr1 212692264 212692367 + -ENSG00000117697.14 NSL1 chr1 212726153 212791782 - -ENSG00000203705.10 TATDN3 chr1 212791828 212816626 + -ENSG00000236905.2 RP11-348H3.2 chr1 212824027 212824505 + -ENSG00000185523.6 SPATA45 chr1 212830141 212847649 - -ENSG00000198468.7 FLVCR1-AS1 chr1 212852108 212858088 - -ENSG00000235182.1 RP11-348H3.4 chr1 212853280 212853426 + -ENSG00000236317.1 RP11-348H3.5 chr1 212855175 212855366 - -ENSG00000162769.12 FLVCR1 chr1 212858255 212899363 + -ENSG00000282718.1 RP11-348H3.8 chr1 212916787 212917577 + -ENSG00000143494.15 VASH2 chr1 212950520 212992037 + -ENSG00000174606.12 ANGEL2 chr1 212992182 213015826 - -ENSG00000136643.11 RPS6KC1 chr1 213051233 213274773 + -ENSG00000228646.3 RPL31P13 chr1 213428708 213429077 - -ENSG00000225233.1 RP11-554K11.2 chr1 213492301 213546447 + -ENSG00000221026.1 AL592063.1 chr1 213609696 213609840 - -ENSG00000228255.1 RP11-323I1.1 chr1 213731416 213794587 + -ENSG00000230461.8 PROX1-AS1 chr1 213817751 213988508 - -ENSG00000281664.1 LINC00538 chr1 213924749 213926654 - -ENSG00000117707.15 PROX1 chr1 213983181 214041502 + -ENSG00000274895.1 RP11-478J18.2 chr1 213983793 213986419 - -ENSG00000272167.2 PROX1-AS1 chr1 214028891 214030901 - -ENSG00000143499.13 SMYD2 chr1 214281102 214337131 + -ENSG00000228470.1 RP11-176D17.3 chr1 214344172 214357615 - -ENSG00000152104.11 PTPN14 chr1 214348696 214552449 - -ENSG00000213036.3 RP11-365D23.4 chr1 214482813 214483387 - -ENSG00000215819.3 KRT18P12 chr1 214532195 214533467 + -ENSG00000117724.12 CENPF chr1 214603195 214664588 + -ENSG00000250536.1 ABHD17AP3 chr1 214605470 214608840 - -ENSG00000224584.2 RP11-365D23.2 chr1 214612960 214613398 - -ENSG00000185221.6 GAPDHP24 chr1 214870734 214871716 + -ENSG00000223869.1 RP11-323K10.1 chr1 214943123 214943540 + -ENSG00000082482.13 KCNK2 chr1 215005775 215237093 + -ENSG00000232809.1 VDAC1P10 chr1 215376484 215377374 + -ENSG00000282265.1 RP11-199H2.2 chr1 215393646 215394418 - -ENSG00000136636.12 KCTD3 chr1 215567392 215621807 + -ENSG00000042781.12 USH2A chr1 215622894 216423396 - -ENSG00000202498.1 SNORD116 chr1 215630026 215630117 - -ENSG00000229242.1 RP5-1111A8.3 chr1 215886582 215901464 + -ENSG00000233620.5 RP11-22M7.2 chr1 216072465 216086917 + -ENSG00000236292.1 RP5-1099E6.3 chr1 216194051 216204366 + -ENSG00000226013.1 MRPS18BP1 chr1 216201635 216201826 - -ENSG00000196482.16 ESRRG chr1 216503246 217137755 - -ENSG00000092978.10 GPATCH2 chr1 217426992 217631082 - -ENSG00000162814.10 SPATA17 chr1 217631324 217871696 + -ENSG00000234070.1 SPATA17-AS1 chr1 217781198 217785120 - -ENSG00000228247.1 UBBP2 chr1 217850403 217850633 - -ENSG00000231814.2 LINC00210 chr1 217892900 217920804 + -ENSG00000230714.1 RP11-152L7.1 chr1 218031835 218033660 + -ENSG00000232100.1 RP11-152L7.2 chr1 218043505 218059140 + -ENSG00000201493.1 RNU1-141P chr1 218129795 218129952 + -ENSG00000067533.5 RRP15 chr1 218285287 218337983 + -ENSG00000229016.1 RP11-224O19.4 chr1 218301262 218301972 - -ENSG00000223375.1 RP11-224O19.5 chr1 218338541 218338756 + -ENSG00000232480.1 TGFB2-AS1 chr1 218344196 218345678 - -ENSG00000092969.11 TGFB2 chr1 218346235 218444619 + -ENSG00000281453.1 TGFB2-OT1 chr1 218442626 218443996 + -ENSG00000228208.6 C1orf143 chr1 218510096 218525978 + -ENSG00000212610.2 U3 chr1 218541690 218541899 - -ENSG00000226693.1 NXNP1 chr1 218881600 218882650 - -ENSG00000225561.1 RP11-412H9.2 chr1 218912757 218916184 - -ENSG00000228063.1 LYPLAL1-AS1 chr1 219086602 219173961 - -ENSG00000143353.11 LYPLAL1 chr1 219173844 219212865 + -ENSG00000225920.2 RIMKLBP2 chr1 219199914 219200567 - -ENSG00000223842.1 RP11-135J2.3 chr1 219222248 219225497 - -ENSG00000277007.1 RP11-392O17.2 chr1 219270774 219273387 + -ENSG00000228536.1 RP11-392O17.1 chr1 219409681 219411941 - -ENSG00000230024.1 RP11-95P13.1 chr1 219435152 219442642 - -ENSG00000238232.1 RP11-95P13.2 chr1 219557192 219557701 + -ENSG00000215817.4 ZC3H11B chr1 219609627 219612062 - -ENSG00000281745.1 AC096643.1 chr1 219663377 219663467 + -ENSG00000196660.10 SLC30A10 chr1 219685427 219958647 - -ENSG00000252086.1 RNA5SP76 chr1 219761789 219761875 + -ENSG00000221673.2 U3 chr1 219962652 219962865 + -ENSG00000136628.17 EPRS chr1 219968601 220046658 - -ENSG00000162813.17 BPNT1 chr1 220057482 220090462 - -ENSG00000067704.9 IARS2 chr1 220094102 220148041 + -ENSG00000207590.1 MIR215 chr1 220117853 220117962 - -ENSG00000207624.1 MIR194-1 chr1 220118157 220118241 - -ENSG00000232134.1 RPS15AP12 chr1 220143964 220144351 - -ENSG00000118873.15 RAB3GAP2 chr1 220148293 220272454 - -ENSG00000281696.1 MIR664A chr1 220200538 220200619 - -ENSG00000222370.1 SNORA36B chr1 220200546 220200676 - -ENSG00000270585.1 RP11-568G11.4 chr1 220207618 220208282 + -ENSG00000270708.1 RP11-568G11.5 chr1 220220291 220220593 + -ENSG00000218283.2 MORF4L1P1 chr1 220253570 220254536 + -ENSG00000213033.4 AURKAPS1 chr1 220266706 220267917 - -ENSG00000230318.2 XRCC6P3 chr1 220313945 220315565 - -ENSG00000232883.1 RP11-302I18.1 chr1 220316667 220317599 - -ENSG00000226927.1 RP11-302I18.3 chr1 220359731 220360183 - -ENSG00000260505.1 RP11-410C4.5 chr1 220401122 220404033 + -ENSG00000235163.2 RP11-410C4.1 chr1 220448516 220448853 + -ENSG00000234863.1 RP11-410C4.2 chr1 220455154 220455312 - -ENSG00000226226.1 SLMO2P1 chr1 220467954 220468808 + -ENSG00000231529.1 RP11-410C4.4 chr1 220485104 220487043 - -ENSG00000116141.15 MARK1 chr1 220528183 220664461 + -ENSG00000243872.3 RN7SL464P chr1 220571739 220572035 - -ENSG00000281158.1 AC096640.1 chr1 220571834 220571899 - -ENSG00000233012.2 HDAC1P2 chr1 220625740 220628056 + -ENSG00000162817.6 C1orf115 chr1 220689845 220699157 + -ENSG00000117791.15 MARC2 chr1 220748225 220784815 + -ENSG00000186205.12 MARC1 chr1 220786759 220819657 + -ENSG00000221571.3 RNU6ATAC35P chr1 220825620 220826063 + -ENSG00000276642.1 U6atac chr1 220825776 220825893 + -ENSG00000272823.1 RP11-295M18.6 chr1 220828676 220829211 - -ENSG00000238078.1 LINC01352 chr1 220829255 220832429 + -ENSG00000257551.1 HLX-AS1 chr1 220832763 220880140 - -ENSG00000136630.12 HLX chr1 220879400 220885059 + -ENSG00000226211.1 RP11-453O22.1 chr1 221133865 221134221 - -ENSG00000234754.1 C1orf140 chr1 221330080 221336296 - -ENSG00000232436.1 RP11-103C3.1 chr1 221508559 221510979 + -ENSG00000227585.2 RP11-103C3.2 chr1 221549786 221550643 - -ENSG00000143507.17 DUSP10 chr1 221701424 221742176 - -ENSG00000227925.1 RP11-191N8.2 chr1 221827666 221840666 - -ENSG00000200033.1 RNU6-403P chr1 221837334 221837437 - -ENSG00000238042.5 RP11-815M8.1 chr1 221880981 221978523 - -ENSG00000228437.5 RP11-400N13.2 chr1 221966341 221984964 + -ENSG00000264972.2 AC092765.1 chr1 222013007 222013090 + -ENSG00000232679.1 RP11-400N13.3 chr1 222041705 222064763 - -ENSG00000236230.1 RP11-400N13.1 chr1 222089169 222387434 - -ENSG00000227613.1 QRSL1P2 chr1 222261833 222262796 - -ENSG00000226643.2 RP11-358H9.1 chr1 222452738 222454705 - -ENSG00000234419.1 CICP13 chr1 222468094 222470882 + -ENSG00000276997.4 RP11-378J18.9 chr1 222477252 222504622 - -ENSG00000222399.1 RNU6-791P chr1 222503632 222503735 - -ENSG00000267305.2 RP11-378J18.10 chr1 222510169 222519732 - -ENSG00000143512.12 HHIPL2 chr1 222522258 222548103 - -ENSG00000143498.17 TAF1A chr1 222557902 222589933 - -ENSG00000225265.1 TAF1A-AS1 chr1 222589825 222593032 + -ENSG00000154305.16 MIA3 chr1 222618086 222668012 + -ENSG00000229399.1 RP11-378J18.6 chr1 222641414 222641858 - -ENSG00000272750.1 RP11-378J18.8 chr1 222658867 222661512 - -ENSG00000186063.12 AIDA chr1 222668013 222713210 - -ENSG00000162819.11 BROX chr1 222712553 222735196 + -ENSG00000197520.10 FAM177B chr1 222737207 222750805 + -ENSG00000228106.5 RP11-452F19.3 chr1 222815022 222837384 + -ENSG00000278610.1 RP11-455P21.3 chr1 222815064 222994906 + -ENSG00000154309.8 DISP1 chr1 222872271 223005995 + -ENSG00000234523.1 NDUFB1P2 chr1 222945725 222945900 + -ENSG00000187554.11 TLR5 chr1 223109406 223143282 - -ENSG00000236846.1 RP11-239E10.2 chr1 223144049 223144954 + -ENSG00000226601.1 RP11-239E10.3 chr1 223181144 223188154 + -ENSG00000143502.14 SUSD4 chr1 223220819 223364202 - -ENSG00000251789.2 RNU4-57P chr1 223373822 223373956 + -ENSG00000178395.6 CCDC185 chr1 223393417 223395470 + -ENSG00000203697.11 CAPN8 chr1 223538007 223665734 - -ENSG00000227002.2 SNRPEP10 chr1 223644110 223644383 - -ENSG00000212398.1 RNU6-1248P chr1 223690051 223690114 + -ENSG00000162909.17 CAPN2 chr1 223701593 223776018 + -ENSG00000143514.16 TP53BP2 chr1 223779899 223845972 - -ENSG00000227621.1 PHBP11 chr1 223856579 223857387 - -ENSG00000188460.4 ACTBP11 chr1 223863726 223864851 - -ENSG00000233771.2 CICP5 chr1 223947605 223950416 + -ENSG00000272645.2 RP11-504P24.8 chr1 223951388 223953439 - -ENSG00000212157.1 RNU6-1319P chr1 223976146 223976249 - -ENSG00000232372.1 GTF2IP20 chr1 223982754 223988154 - -ENSG00000185495.10 RP11-504P24.3 chr1 223992743 224010612 + -ENSG00000278467.1 RP11-504P24.9 chr1 223994262 223995196 + -ENSG00000229930.1 RP11-504P24.5 chr1 224030704 224035056 - -ENSG00000252484.1 RN7SKP49 chr1 224107282 224107541 - -ENSG00000143756.11 FBXO28 chr1 224114087 224162047 + -ENSG00000236773.1 RP11-365O16.1 chr1 224175476 224175706 - -ENSG00000143753.12 DEGS1 chr1 224175756 224193441 + -ENSG00000201898.1 SNORA72 chr1 224179641 224179767 + -ENSG00000232628.5 RP11-365O16.3 chr1 224208747 224213279 - -ENSG00000237101.1 RP11-365O16.6 chr1 224219613 224228043 + -ENSG00000143748.17 NVL chr1 224227334 224330387 - -ENSG00000221406.1 MIR320B2 chr1 224257004 224257141 - -ENSG00000229742.1 RP11-365O16.5 chr1 224297646 224298600 + -ENSG00000206887.1 RNU6-1008P chr1 224305380 224305483 + -ENSG00000143771.11 CNIH4 chr1 224356850 224379459 + -ENSG00000162923.14 WDR26 chr1 224385143 224437033 - -ENSG00000266618.1 MIR4742 chr1 224398227 224398311 - -ENSG00000143786.7 CNIH3 chr1 224434660 224740549 + -ENSG00000229991.1 AKR1B1P1 chr1 224574434 224575389 + -ENSG00000233384.1 RP11-100E13.1 chr1 224615296 224616220 - -ENSG00000234247.1 RP11-100E13.3 chr1 224661173 224661886 - -ENSG00000229400.1 RP11-3L21.2 chr1 224717504 224730662 - -ENSG00000251933.1 AL596330.1 chr1 224722467 224722541 + -ENSG00000225334.1 RP11-449J1.1 chr1 224766900 224773341 + -ENSG00000185842.14 DNAH14 chr1 224896262 225399292 + -ENSG00000143815.14 LBR chr1 225401502 225428925 - -ENSG00000234476.1 RP11-496N12.6 chr1 225447243 225465343 - -ENSG00000282418.1 RP11-496N12.9 chr1 225465021 225473837 + -ENSG00000154380.16 ENAH chr1 225486835 225653142 - -ENSG00000227496.1 RP11-145A3.1 chr1 225700604 225752243 + -ENSG00000226349.1 RP11-145A3.2 chr1 225710968 225736274 - -ENSG00000223306.2 RNU6-1304P chr1 225741275 225741380 + -ENSG00000143742.12 SRP9 chr1 225777813 225790466 + -ENSG00000234112.2 RP11-145A3.4 chr1 225803148 225803448 + -ENSG00000143819.12 EPHX1 chr1 225810092 225845563 + -ENSG00000242861.1 RP11-285F7.2 chr1 225840883 225846522 - -ENSG00000196187.11 TMEM63A chr1 225845536 225882369 - -ENSG00000243709.1 LEFTY1 chr1 225886282 225911382 - -ENSG00000255835.1 RP4-559A3.7 chr1 225886696 225924278 - -ENSG00000143811.16 PYCR2 chr1 225919877 225924340 - -ENSG00000274674.1 MIR6741 chr1 225922080 225922142 - -ENSG00000248322.1 RP4-559A3.6 chr1 225936411 225937557 - -ENSG00000143768.11 LEFTY2 chr1 225936598 225941489 - -ENSG00000213032.3 NDUFA3P3 chr1 225964179 225964428 + -ENSG00000143751.9 SDE2 chr1 225982702 225999331 - -ENSG00000272562.1 RP11-396C23.4 chr1 226060712 226061876 - -ENSG00000163041.9 H3F3A chr1 226061851 226072001 + -ENSG00000225518.2 RP11-396C23.2 chr1 226083639 226090292 + -ENSG00000270598.1 RP11-396C23.3 chr1 226127178 226127346 + -ENSG00000182827.8 ACBD3 chr1 226144679 226186730 - -ENSG00000234478.1 RP11-275I14.4 chr1 226148003 226155071 + -ENSG00000223570.2 RP11-275I14.2 chr1 226188870 226189221 - -ENSG00000185155.11 MIXL1 chr1 226223618 226227054 + -ENSG00000183814.15 LIN9 chr1 226231149 226309869 - -ENSG00000236994.1 YBX1P9 chr1 226318015 226318693 - -ENSG00000275406.1 RP11-125A15.3 chr1 226331999 226333655 - -ENSG00000143799.12 PARP1 chr1 226360691 226408079 - -ENSG00000270287.1 RP11-118H4.3 chr1 226411615 226412135 - -ENSG00000229965.1 RP11-118H4.1 chr1 226438564 226439344 + -ENSG00000223282.1 RN7SKP165 chr1 226445937 226446292 + -ENSG00000177770.11 CDKN2AIPNLP1 chr1 226493188 226493489 - -ENSG00000203685.9 C1orf95 chr1 226548800 226609214 + -ENSG00000143772.9 ITPKB chr1 226631690 226739323 - -ENSG00000228382.1 ITPKB-IT1 chr1 226656640 226675067 - -ENSG00000228548.1 ITPKB-AS1 chr1 226668897 226676345 + -ENSG00000238183.2 RPS27P5 chr1 226781501 226781744 + -ENSG00000143801.16 PSEN2 chr1 226870184 226896105 + -ENSG00000163050.16 ADCK3 chr1 226897536 226987545 + -ENSG00000228525.1 RP5-1087E8.2 chr1 226958069 226958267 - -ENSG00000143776.18 CDC42BPA chr1 226989865 227318474 - -ENSG00000233706.1 RP5-1087E8.3 chr1 226992140 226993206 + -ENSG00000228625.1 RP11-1B20.1 chr1 227178333 227183444 + -ENSG00000228729.1 RP11-211A18.2 chr1 227234269 227235355 + -ENSG00000236636.2 RP11-211A18.1 chr1 227264776 227265207 - -ENSG00000234277.2 CTD-2090I13.1 chr1 227393591 227431035 + -ENSG00000232864.1 CTD-2090I13.2 chr1 227410617 227411319 - -ENSG00000242757.1 CTD-2090I13.3 chr1 227430526 227430976 + -ENSG00000224834.1 BTF3P9 chr1 227434064 227434346 + -ENSG00000237193.1 RP11-275O4.4 chr1 227482253 227482454 + -ENSG00000278180.1 RP11-275O4.6 chr1 227490691 227492296 + -ENSG00000237469.2 TUBB8P10 chr1 227493029 227495142 - -ENSG00000235827.2 TUBB8P9 chr1 227506182 227508292 + -ENSG00000227711.2 RP11-275O4.5 chr1 227509028 227520477 - -ENSG00000202264.1 RNA5SP77 chr1 227561181 227561300 + -ENSG00000181450.17 ZNF678 chr1 227563543 227677443 + -ENSG00000225934.2 RP4-566D2.1 chr1 227598424 227599094 - -ENSG00000265216.1 AL592310.1 chr1 227645280 227645366 + -ENSG00000215812.5 ZNF847P chr1 227696892 227706699 - -ENSG00000143740.14 SNAP47 chr1 227728539 227781231 + -ENSG00000081692.12 JMJD4 chr1 227730425 227735411 - -ENSG00000230005.2 SNAP47-AS1 chr1 227743831 227747191 - -ENSG00000185888.5 PRSS38 chr1 227815693 227846470 + -ENSG00000143816.7 WNT9A chr1 227918656 227947898 - -ENSG00000264483.1 MIR5008 chr1 227941590 227941683 - -ENSG00000233003.4 CICP26 chr1 227975390 227978193 - -ENSG00000274886.1 SEPT14P17 chr1 227980051 227980227 + -ENSG00000154342.5 WNT3A chr1 228007051 228061260 + -ENSG00000276255.2 RP5-881P19.7 chr1 228073909 228076550 - -ENSG00000143761.13 ARF1 chr1 228082660 228099212 + -ENSG00000264944.1 MIR3620 chr1 228097263 228097341 + -ENSG00000143793.12 C1orf35 chr1 228100726 228105411 - -ENSG00000162910.18 MRPL55 chr1 228106679 228109312 - -ENSG00000224566.2 FAM96AP2 chr1 228114997 228115473 - -ENSG00000280157.1 RP11-520H14.7 chr1 228121523 228123771 + -ENSG00000227625.2 RP11-520H14.1 chr1 228134785 228134992 - -ENSG00000143774.16 GUK1 chr1 228139962 228148984 + -ENSG00000198835.3 GJC2 chr1 228149852 228159826 + -ENSG00000203684.5 IBA57-AS1 chr1 228164086 228165512 - -ENSG00000181873.12 IBA57 chr1 228165815 228182257 + -ENSG00000162913.9 C1orf145 chr1 228203506 228213664 - -ENSG00000154358.19 OBSCN chr1 228208130 228378876 + -ENSG00000269890.1 RP5-1139B12.2 chr1 228270443 228274397 - -ENSG00000269934.1 RP5-1139B12.3 chr1 228274584 228276066 - -ENSG00000270110.1 RP5-1139B12.4 chr1 228295911 228302998 - -ENSG00000270104.1 RP11-245P10.6 chr1 228384114 228385016 - -ENSG00000154370.13 TRIM11 chr1 228393673 228406840 - -ENSG00000270094.1 RP11-245P10.8 chr1 228394290 228396967 + -ENSG00000278067.1 MIR6742 chr1 228397048 228397109 - -ENSG00000231563.1 RP11-245P10.4 chr1 228407381 228409694 + -ENSG00000162931.11 TRIM17 chr1 228407940 228416861 - -ENSG00000168148.3 HIST3H3 chr1 228424845 228425325 - -ENSG00000230841.2 RPL23AP15 chr1 228449163 228449621 - -ENSG00000181218.5 HIST3H2A chr1 228456979 228457873 - -ENSG00000281451.1 AL139288.1 chr1 228457435 228457572 + -ENSG00000196890.4 HIST3H2BB chr1 228458107 228460470 + -ENSG00000266174.1 MIR4666A chr1 228462074 228462152 + -ENSG00000181201.3 HIST3H2BA chr1 228464103 228464626 - -ENSG00000279306.1 RP5-915N17.11 chr1 228486188 228487120 - -ENSG00000168159.10 RNF187 chr1 228487061 228495766 + -ENSG00000215811.5 BTNL10 chr1 228508655 228512305 - -ENSG00000202056.1 RNA5SP19 chr1 228555793 228555901 + -ENSG00000251823.2 RNA5SP162 chr1 228558296 228558339 - -ENSG00000199352.1 RNA5S1 chr1 228610268 228610386 - -ENSG00000201588.1 RNA5S2 chr1 228612509 228612627 - -ENSG00000199337.1 RNA5S3 chr1 228614750 228614868 - -ENSG00000200381.1 RNA5S4 chr1 228616991 228617109 - -ENSG00000199396.1 RNA5S5 chr1 228619232 228619350 - -ENSG00000200624.1 RNA5S6 chr1 228621447 228621565 - -ENSG00000202521.1 RNA5S7 chr1 228623667 228623785 - -ENSG00000200343.1 RNA5S8 chr1 228625909 228626027 - -ENSG00000201321.1 RNA5S9 chr1 228628148 228628266 - -ENSG00000281588.1 AL713899.1 chr1 228628176 228628234 - -ENSG00000199910.1 RNA5S10 chr1 228630390 228630508 - -ENSG00000199334.1 RNA5S11 chr1 228632631 228632749 - -ENSG00000199270.1 RNA5S12 chr1 228634871 228634989 - -ENSG00000202526.1 RNA5S13 chr1 228637096 228637214 - -ENSG00000201355.1 RNA5S14 chr1 228639337 228639455 - -ENSG00000201925.1 RNA5S15 chr1 228641568 228641686 - -ENSG00000202257.1 RNA5S16 chr1 228643809 228643927 - -ENSG00000200370.1 RNA5S17 chr1 228646040 228646158 - -ENSG00000212237.1 RNA5SP18 chr1 228647912 228648032 - -ENSG00000183929.7 DUSP5P1 chr1 228650241 228651379 + -ENSG00000206878.1 SNORA51 chr1 228652436 228652560 + -ENSG00000234975.6 FTH1P2 chr1 228687415 228687826 + -ENSG00000116574.5 RHOU chr1 228735077 228746669 + -ENSG00000271475.1 RP4-799G3.1 chr1 228776312 228776865 + -ENSG00000271399.1 RP4-799G3.2 chr1 228858010 228858556 + -ENSG00000282111.1 RP5-1065P14.3 chr1 229022773 229038274 - -ENSG00000229840.2 ISCA1P2 chr1 229042171 229042591 + -ENSG00000236975.1 RP5-1065P14.2 chr1 229092815 229094905 - -ENSG00000233920.1 RP5-1061H20.5 chr1 229223461 229227562 - -ENSG00000177800.2 TMEM78 chr1 229249636 229251810 + -ENSG00000177788.5 RP5-1061H20.4 chr1 229258281 229271028 - -ENSG00000240524.2 RP5-1061H20.3 chr1 229270927 229271599 - -ENSG00000168118.11 RAB4A chr1 229271062 229305894 + -ENSG00000213029.3 SPHAR chr1 229304857 229305504 + -ENSG00000237481.1 RP4-803J11.2 chr1 229319403 229323087 + -ENSG00000154429.10 CCSAP chr1 229321005 229343294 - -ENSG00000252506.1 RNU6-180P chr1 229383128 229383188 + -ENSG00000252051.1 RN7SKP276 chr1 229410500 229410767 - -ENSG00000230331.1 RP5-1068B5.1 chr1 229425020 229425650 + -ENSG00000143632.14 ACTA1 chr1 229431245 229434098 - -ENSG00000069248.11 NUP133 chr1 229440260 229508341 - -ENSG00000226920.1 RP5-1068B5.5 chr1 229440284 229441020 - -ENSG00000223635.1 RP4-613A2.1 chr1 229508501 229514272 + -ENSG00000135776.4 ABCB10 chr1 229516582 229558695 - -ENSG00000199672.1 RNU4-21P chr1 229535064 229535189 - -ENSG00000201492.1 RNA5SP78 chr1 229549905 229550022 + -ENSG00000229367.1 HMGN2P19 chr1 229570532 229570796 + -ENSG00000135801.9 TAF5L chr1 229593111 229626047 - -ENSG00000135763.9 URB2 chr1 229626234 229660199 + -ENSG00000213028.3 RP11-108F13.2 chr1 229688999 229689904 - -ENSG00000225984.1 HMGB1P26 chr1 229705234 229705861 - -ENSG00000227043.1 RP11-286M16.1 chr1 229875550 229885752 - -ENSG00000228058.1 RP11-552D4.1 chr1 230002730 230007162 + -ENSG00000211525.2 BX323860.1 chr1 230049182 230049250 - -ENSG00000143641.9 GALNT2 chr1 230057990 230282124 + -ENSG00000227006.1 RP5-956O18.2 chr1 230258694 230268483 - -ENSG00000224407.1 RP5-956O18.3 chr1 230280312 230281893 - -ENSG00000177614.9 PGBD5 chr1 230314482 230425729 - -ENSG00000282564.1 RP4-553F17.1 chr1 230426491 230436822 + -ENSG00000232964.2 RP11-543E8.1 chr1 230592660 230595583 - -ENSG00000235817.2 RP11-543E8.2 chr1 230612009 230612412 - -ENSG00000135775.13 COG2 chr1 230642489 230693982 + -ENSG00000135744.7 AGT chr1 230702523 230714297 - -ENSG00000244137.1 RP11-99J16__A.2 chr1 230710698 230795492 - -ENSG00000135773.12 CAPN9 chr1 230747384 230802003 + -ENSG00000202063.1 RNA5SP79 chr1 230820250 230820358 + -ENSG00000225656.1 RP5-858B6.1 chr1 230823641 230824707 - -ENSG00000119280.16 C1orf198 chr1 230837119 230869589 - -ENSG00000223393.1 RP5-858B6.3 chr1 230874846 230879015 + -ENSG00000240502.2 RN7SL837P chr1 230894141 230894427 + -ENSG00000143643.12 TTC13 chr1 230906243 230978875 - -ENSG00000173409.13 ARV1 chr1 230978981 231000595 + -ENSG00000252131.1 AL844165.1 chr1 230988989 230989123 - -ENSG00000182118.5 FAM89A chr1 231018958 231040246 - -ENSG00000221290.1 MIR1182 chr1 231019828 231019924 - -ENSG00000227934.1 RP11-423F24.3 chr1 231021611 231022183 + -ENSG00000229595.1 RP5-1097F14.1 chr1 231117831 231118325 - -ENSG00000119283.15 TRIM67 chr1 231162112 231221556 + -ENSG00000235710.4 RP5-1097F14.3 chr1 231184098 231187627 - -ENSG00000143633.12 C1orf131 chr1 231223763 231241187 - -ENSG00000116906.11 GNPAT chr1 231241207 231277973 + -ENSG00000222407.1 RNA5SP80 chr1 231281414 231281524 - -ENSG00000116903.7 EXOC8 chr1 231332753 231337852 - -ENSG00000010072.15 SPRTN chr1 231337104 231355023 + -ENSG00000135766.8 EGLN1 chr1 231363751 231425044 - -ENSG00000223982.3 SNRPD2P2 chr1 231475956 231476288 - -ENSG00000233461.5 RP11-295G20.2 chr1 231522388 231528556 - -ENSG00000116918.13 TSNAX chr1 231528653 231566524 + -ENSG00000270106.5 TSNAX-DISC1 chr1 231528653 231819244 + -ENSG00000229228.1 LINC00582 chr1 231591292 231612090 - -ENSG00000162946.20 DISC1 chr1 231626815 232041272 + -ENSG00000222986.1 RNU5A-5P chr1 231670635 231670750 + -ENSG00000274121.1 DISC2 chr1 231814982 231815186 + -ENSG00000226758.1 DISC1-IT1 chr1 231925834 231945233 + -ENSG00000235152.1 RP5-865N13.2 chr1 232160091 232185643 + -ENSG00000236372.1 RP5-865N13.1 chr1 232174932 232180113 - -ENSG00000224436.1 RP11-284L19.1 chr1 232221938 232222174 - -ENSG00000242794.2 RN7SL299P chr1 232222866 232223145 + -ENSG00000281475.1 BX323014.1 chr1 232223059 232223141 + -ENSG00000116991.10 SIPA1L2 chr1 232397965 232561558 - -ENSG00000238382.1 RNU6-1211P chr1 232700204 232700308 + -ENSG00000225919.1 RP11-66A2.1 chr1 232718071 232722250 + -ENSG00000236497.1 RP11-66A2.2 chr1 232727254 232742715 - -ENSG00000212916.4 MAP10 chr1 232804892 232808407 + -ENSG00000206835.1 RNU1-74P chr1 232832017 232832187 - -ENSG00000273857.1 AL122003.1 chr1 232898914 232898999 + -ENSG00000232175.1 RP4-659I19.1 chr1 232917235 232918018 + -ENSG00000135778.11 NTPCR chr1 232950605 232983882 + -ENSG00000135749.18 PCNXL2 chr1 232983435 233295713 - -ENSG00000231940.1 RPS7P3 chr1 233288868 233289447 - -ENSG00000251508.1 RP5-862P8.3 chr1 233295325 233295727 - -ENSG00000143674.10 MLK4 chr1 233327768 233385148 + -ENSG00000252501.1 RNU4-77P chr1 233448626 233448781 - -ENSG00000135750.14 KCNK1 chr1 233614004 233672512 + -ENSG00000265744.1 MIR4427 chr1 233624152 233624219 + -ENSG00000225486.1 RP11-301G21.1 chr1 233836080 233836432 - -ENSG00000183780.12 SLC35F3 chr1 233904933 234324516 + -ENSG00000236101.1 RAC1P7 chr1 234026851 234027227 - -ENSG00000233332.1 RP4-799P18.2 chr1 234212606 234215088 - -ENSG00000231272.1 RP4-799P18.4 chr1 234261706 234274465 + -ENSG00000236244.1 RP4-799P18.3 chr1 234268583 234272500 - -ENSG00000232166.1 RP4-799P18.5 chr1 234284972 234285541 + -ENSG00000264377.1 MIR4671 chr1 234306467 234306539 + -ENSG00000235605.1 RP5-827C21.1 chr1 234356704 234357141 - -ENSG00000236358.1 RP5-827C21.2 chr1 234357006 234365828 + -ENSG00000273367.1 RP5-827C21.6 chr1 234372186 234372811 + -ENSG00000231663.1 RP5-827C21.4 chr1 234372807 234373593 - -ENSG00000168275.14 COA6 chr1 234373456 234384049 + -ENSG00000059588.9 TARBP1 chr1 234391313 234479103 - -ENSG00000231768.1 LINC01354 chr1 234527891 234531779 - -ENSG00000230404.1 RP5-855F14.2 chr1 234565298 234570088 + -ENSG00000212144.1 U8 chr1 234593275 234593402 + -ENSG00000168264.10 IRF2BP2 chr1 234604269 234609525 - -ENSG00000228830.1 RP4-781K5.2 chr1 234607008 234609483 + -ENSG00000224939.1 LINC00184 chr1 234629311 234634780 + -ENSG00000272362.1 RP4-781K5.9 chr1 234644666 234647571 + -ENSG00000228044.2 RP4-781K5.4 chr1 234646289 234683176 + -ENSG00000241475.1 RP4-781K5.5 chr1 234660271 234667104 + -ENSG00000230628.1 RP4-781K5.6 chr1 234669523 234696153 - -ENSG00000282097.1 RP4-781K5.7 chr1 234709383 234720220 + -ENSG00000227630.2 LINC01132 chr1 234724042 234731643 + -ENSG00000279261.1 PP2672 chr1 234757621 234760056 - -ENSG00000201638.2 RNY4P16 chr1 234837976 234838069 + -ENSG00000239690.3 RN7SL668P chr1 234904186 234904488 + -ENSG00000237520.1 RP11-443B7.2 chr1 234957231 234959989 + -ENSG00000238005.2 RP11-443B7.1 chr1 234957342 234970062 - -ENSG00000258082.1 RP11-443B7.3 chr1 234979647 234980804 - -ENSG00000280587.1 LINC01348 chr1 235065479 235074220 - -ENSG00000233018.1 RP4-597N16.1 chr1 235097187 235097412 - -ENSG00000273416.1 RP4-597N16.4 chr1 235104180 235104609 - -ENSG00000173726.10 TOMM20 chr1 235109336 235128936 - -ENSG00000207181.1 SNORA14B chr1 235127803 235127937 - -ENSG00000188739.14 RBM34 chr1 235131183 235161457 - -ENSG00000054267.20 ARID4B chr1 235131634 235328219 - -ENSG00000263439.1 MIR4753 chr1 235190034 235190116 - -ENSG00000280869.1 AL391994.1 chr1 235245866 235245955 - -ENSG00000236863.2 RPL23AP23 chr1 235295865 235296335 + -ENSG00000152904.11 GGPS1 chr1 235327350 235344532 + -ENSG00000227962.1 RP11-382D8.3 chr1 235336806 235337087 + -ENSG00000230026.2 RP11-382D8.5 chr1 235361153 235362540 + -ENSG00000116957.12 TBCE chr1 235367360 235448968 + -ENSG00000229795.2 RPS21P1 chr1 235432985 235433231 + -ENSG00000162885.12 B3GALNT2 chr1 235449923 235504481 - -ENSG00000238236.1 RP4-534P7.2 chr1 235519971 235520685 + -ENSG00000235638.1 MTND6P14 chr1 235537520 235538041 + -ENSG00000231199.2 MTND5P19 chr1 235538052 235539845 - -ENSG00000226663.2 MTND4P10 chr1 235540053 235541415 - -ENSG00000231582.2 RP11-293G6__B.4 chr1 235541412 235541706 - -ENSG00000232714.1 MTND3P8 chr1 235541759 235542097 - -ENSG00000235761.2 RP11-293G6__B.2 chr1 235542159 235542390 - -ENSG00000168243.10 GNG4 chr1 235547687 235650754 - -ENSG00000270710.1 RP11-293G6__B.8 chr1 235565761 235566937 + -ENSG00000227236.2 RP11-365D9.1 chr1 235614674 235616397 + -ENSG00000143669.13 LYST chr1 235661041 235883640 - -ENSG00000235674.2 LDHAP2 chr1 235738005 235738989 + -ENSG00000229463.2 LYST-AS1 chr1 235839483 235840182 + -ENSG00000222831.1 MIR1537 chr1 235853000 235853060 - -ENSG00000206803.1 RNU6-968P chr1 235915415 235915521 + -ENSG00000237845.1 RP5-940F7.2 chr1 235942553 235943805 - -ENSG00000229291.1 RP4-580N22.2 chr1 235957879 235971825 - -ENSG00000116962.14 NID1 chr1 235975830 236065162 - -ENSG00000252822.1 Y_RNA chr1 236060677 236060772 + -ENSG00000235371.1 RP4-764D2.1 chr1 236110061 236112370 + -ENSG00000077585.13 GPR137B chr1 236142505 236221865 + -ENSG00000086619.13 ERO1LB chr1 236215555 236281985 - -ENSG00000222650.1 RNU2-70P chr1 236267780 236267958 + -ENSG00000237922.1 RP11-478H16.1 chr1 236285976 236286960 - -ENSG00000186197.12 EDARADD chr1 236348262 236484914 + -ENSG00000244457.2 ENO1P1 chr1 236483165 236484468 + -ENSG00000116977.18 LGALS8 chr1 236518000 236552981 + -ENSG00000223776.5 LGALS8-AS1 chr1 236523052 236524508 - -ENSG00000273058.2 RP11-385F5.5 chr1 236536162 236536704 - -ENSG00000230325.1 RP11-385F5.4 chr1 236540094 236550280 - -ENSG00000119285.10 HEATR1 chr1 236549005 236604504 - -ENSG00000077522.12 ACTN2 chr1 236686454 236764631 + -ENSG00000116984.12 MTR chr1 236795281 236903981 + -ENSG00000226498.2 RP11-182B22.2 chr1 236819634 236820518 + -ENSG00000237991.3 RPL35P1 chr1 236981339 236981708 + -ENSG00000244020.2 MT1HL1 chr1 237004103 237004418 - -ENSG00000198626.15 RYR2 chr1 237042205 237833988 + -ENSG00000252396.1 RN7SKP195 chr1 237120807 237121109 + -ENSG00000266262.1 MIR4428 chr1 237471119 237471191 + -ENSG00000252290.1 SNORA25 chr1 237555040 237555171 - -ENSG00000237250.3 RP11-193H5.1 chr1 237862175 237928321 + -ENSG00000116996.9 ZP4 chr1 237877864 237890922 - -ENSG00000243781.1 RP11-193H5.2 chr1 237926831 237927605 + -ENSG00000270188.1 MTRNR2L11 chr1 237943724 237945275 - -ENSG00000232154.2 RP11-193H5.5 chr1 237948017 237949143 - -ENSG00000225723.1 MTND6P15 chr1 237949214 237949734 + -ENSG00000227860.1 MTND5P18 chr1 237949736 237951536 - -ENSG00000230019.1 YWHAQP9 chr1 238107736 238108567 - -ENSG00000232989.1 RP11-136B18.1 chr1 238268494 238268595 - -ENSG00000234464.1 RP11-136B18.2 chr1 238276037 238287016 + -ENSG00000252371.1 RNU6-725P chr1 238325687 238325788 - -ENSG00000215808.2 LINC01139 chr1 238480384 238486023 - -ENSG00000231877.1 RP11-177F15.1 chr1 238485445 238538305 + -ENSG00000215149.3 KRT18P32 chr1 238491358 238492644 + -ENSG00000224783.1 MIPEPP2 chr1 238777049 238779200 - -ENSG00000227854.1 RP11-307O1.1 chr1 239052748 239052903 - -ENSG00000259776.1 RP11-544D21.2 chr1 239247808 239250818 - -ENSG00000133019.11 CHRM3 chr1 239386565 239915452 + -ENSG00000233355.6 CHRM3-AS2 chr1 239703381 239730465 - -ENSG00000234601.1 CHRM3-AS1 chr1 239898016 239899872 - -ENSG00000231979.1 RP11-35L17.3 chr1 239915439 239916955 - -ENSG00000215805.3 RP11-438O11.1 chr1 239972787 239974245 + -ENSG00000217327.3 RPS7P5 chr1 240012646 240013226 + -ENSG00000155816.19 FMN2 chr1 240014348 240475189 + -ENSG00000228818.1 RP11-567G24.1 chr1 240142670 240145389 - -ENSG00000202041.1 Y_RNA chr1 240154651 240154772 - -ENSG00000223694.1 ADH5P3 chr1 240170155 240171291 + -ENSG00000233735.5 RP11-567G24.3 chr1 240177839 240179644 - -ENSG00000252317.1 Y_RNA chr1 240341385 240341477 + -ENSG00000233519.1 RP11-177F11.1 chr1 240400671 240401123 - -ENSG00000180875.4 GREM2 chr1 240489573 240612149 - -ENSG00000224359.2 RP11-467I20.2 chr1 240530452 240530862 + -ENSG00000226014.1 RP11-467I20.4 chr1 240549867 240550378 - -ENSG00000231440.1 RP11-467I20.6 chr1 240588522 240590748 - -ENSG00000228844.1 RP11-467I20.3 chr1 240636599 240637052 - -ENSG00000251750.1 RNU5F-8P chr1 240653367 240653477 + -ENSG00000234872.2 RP11-467I20.5 chr1 240654241 240654625 + -ENSG00000199241.1 Y_RNA chr1 240698320 240698429 + -ENSG00000230015.3 RP11-80B9.4 chr1 240739419 240739853 - -ENSG00000226919.1 RP11-80B9.1 chr1 240765557 240768680 + -ENSG00000223963.2 PRKRIRP8 chr1 240769420 240771534 - -ENSG00000182901.15 RGS7 chr1 240775514 241357230 - -ENSG00000215802.3 RFKP1 chr1 240823006 240823433 - -ENSG00000233615.1 HNRNPA1P42 chr1 240919653 240920609 + -ENSG00000238085.1 RP11-435F13.2 chr1 240998451 240998794 - -ENSG00000265831.1 MIR3123 chr1 241132272 241132346 + -ENSG00000224348.2 RP11-306K13.1 chr1 241305580 241305882 - -ENSG00000225554.1 RP11-527D7.1 chr1 241424292 241433492 + -ENSG00000091483.6 FH chr1 241497603 241519761 - -ENSG00000117009.11 KMO chr1 241532134 241595642 + -ENSG00000054277.12 OPN3 chr1 241590102 241677376 - -ENSG00000203668.1 CHML chr1 241628853 241635930 - -ENSG00000162843.17 WDR64 chr1 241652278 241802133 + -ENSG00000229022.1 RP11-553N16.1 chr1 241831935 241832787 + -ENSG00000174371.16 EXO1 chr1 241847967 241895148 + -ENSG00000235990.2 RPL23AP20 chr1 241916123 241916543 + -ENSG00000196289.7 BECN2 chr1 241957767 241959062 + -ENSG00000213026.4 CFL1P4 chr1 241993185 241993682 + -ENSG00000197769.5 MAP1LC3C chr1 241995490 241999073 - -ENSG00000223119.1 RNU6-1139P chr1 242023949 242024054 - -ENSG00000224625.2 TUBB8P6 chr1 242057085 242060242 + -ENSG00000277099.1 RP11-323D18.5 chr1 242060490 242062595 - -ENSG00000180287.16 PLD5 chr1 242082986 242524696 - -ENSG00000222120.1 RNA5SP81 chr1 242134272 242134381 + -ENSG00000272865.1 RP11-561I11.4 chr1 242147514 242209129 + -ENSG00000252084.1 RN7SKP12 chr1 242188647 242188789 - -ENSG00000224525.2 RP11-561I11.3 chr1 242203555 242210827 + -ENSG00000226750.1 RP11-513D4.3 chr1 242345558 242345718 + -ENSG00000235467.1 RPL10AP5 chr1 242365189 242365822 + -ENSG00000213690.3 RP11-513D4.1 chr1 242376923 242377432 - -ENSG00000270859.1 RP11-435I3.1 chr1 242671140 242671576 + -ENSG00000215800.2 RSL24D1P4 chr1 242772620 242773103 + -ENSG00000270818.1 RP11-498M14.1 chr1 242882066 242883475 - -ENSG00000277704.1 RP11-498M14.2 chr1 242890247 242890803 + -ENSG00000230199.1 RP11-331N16.1 chr1 242975005 242975084 + -ENSG00000234116.1 RP11-261C10.1 chr1 243005845 243007468 - -ENSG00000231512.5 LINC01347 chr1 243029512 243052252 - -ENSG00000278455.1 RP11-261C10.8 chr1 243049782 243051619 + -ENSG00000253326.2 RP11-261C10.7 chr1 243054861 243056394 - -ENSG00000214837.8 LINC01347 chr1 243056307 243101744 - -ENSG00000212230.1 RNU6-747P chr1 243081156 243081259 - -ENSG00000143702.15 CEP170 chr1 243124428 243255348 - -ENSG00000227230.1 RP11-261C10.5 chr1 243135898 243140588 + -ENSG00000232085.1 RP11-261C10.4 chr1 243164638 243169445 + -ENSG00000054282.15 SDCCAG8 chr1 243256034 243500092 + -ENSG00000224727.1 FCF1P7 chr1 243267257 243268119 - -ENSG00000265201.1 MIR4677 chr1 243346176 243346255 + -ENSG00000117020.16 AKT3 chr1 243488233 243851079 - -ENSG00000236031.1 RP11-269F20.1 chr1 243545532 243548329 + -ENSG00000226766.1 FABP7P1 chr1 243624666 243625056 - -ENSG00000232184.1 RP11-370K11.1 chr1 243702857 243740821 - -ENSG00000228939.1 AKT3-IT1 chr1 243793205 243794400 - -ENSG00000226828.1 RP11-278H7.1 chr1 243917402 244047317 + -ENSG00000179456.10 ZBTB18 chr1 244048939 244057476 + -ENSG00000279774.1 RP11-278H7.5 chr1 244064330 244067909 + -ENSG00000229960.1 RP11-278H7.4 chr1 244068820 244093026 - -ENSG00000244066.3 RN7SL148P chr1 244103932 244104210 + -ENSG00000237759.1 RP11-278H7.3 chr1 244107365 244109011 + -ENSG00000173728.10 C1orf100 chr1 244352635 244389663 + -ENSG00000240963.1 RP11-518L10.5 chr1 244375100 244409592 - -ENSG00000225401.2 TGIF2P1 chr1 244394976 244395660 - -ENSG00000035687.9 ADSS chr1 244408494 244452134 - -ENSG00000179397.17 C1orf101 chr1 244454377 244641177 + -ENSG00000238952.1 AC099757.1 chr1 244589546 244589644 - -ENSG00000227735.1 CYCSP5 chr1 244598391 244598687 - -ENSG00000121644.18 DESI2 chr1 244652935 244709033 + -ENSG00000232059.3 RP11-173A6.2 chr1 244694432 244694720 - -ENSG00000282317.1 RP11-173A6.3 chr1 244731024 244731586 + -ENSG00000203667.9 COX20 chr1 244835322 244845057 + -ENSG00000188206.6 HNRNPU-AS1 chr1 244840638 244846903 - -ENSG00000277877.4 RP11-11N7.5 chr1 244845167 244855497 - -ENSG00000153187.16 HNRNPU chr1 244851166 244864542 - -ENSG00000273175.1 RP11-11N7.4 chr1 244864738 244865272 + -ENSG00000201758.1 RN7SKP55 chr1 244943910 244944216 + -ENSG00000252073.1 RNU6-947P chr1 244954858 244954963 + -ENSG00000272195.1 RP11-156E8.1 chr1 244969350 244971088 - -ENSG00000203666.12 EFCAB2 chr1 244969705 245127164 + -ENSG00000252282.1 RNU6-1089P chr1 245023015 245023118 + -ENSG00000251754.1 RNU6-999P chr1 245043928 245044032 + -ENSG00000223353.2 RP11-290P14.2 chr1 245123471 245124450 - -ENSG00000201170.1 RNU1-132P chr1 245133927 245134090 - -ENSG00000162849.15 KIF26B chr1 245154985 245709431 + -ENSG00000232192.1 RP11-62I21.1 chr1 245206444 245234501 - -ENSG00000232793.2 DNAJC19P8 chr1 245282831 245283089 - -ENSG00000221165.1 AL359983.1 chr1 245370334 245370419 + -ENSG00000238224.1 RP11-522M21.2 chr1 245614773 245615145 - -ENSG00000231612.1 RP11-522M21.3 chr1 245673732 245676478 - -ENSG00000185420.18 SMYD3 chr1 245749342 246507312 - -ENSG00000235096.2 RP11-83A16.1 chr1 246025897 246035603 + -ENSG00000226876.2 RP11-36N20.1 chr1 246108626 246113866 + -ENSG00000225222.2 CHCHD4P5 chr1 246178778 246179204 + -ENSG00000202184.1 RNU6-1283P chr1 246189014 246189118 - -ENSG00000230184.1 SMYD3-IT1 chr1 246321663 246322438 - -ENSG00000207326.1 Y_RNA chr1 246426006 246426119 - -ENSG00000227728.2 RP11-690C23.4 chr1 246509038 246522592 - -ENSG00000242042.1 RP11-690C23.2 chr1 246516039 246524287 - -ENSG00000230813.1 RP11-690C23.5 chr1 246527030 246528155 + -ENSG00000229112.1 RP11-690C23.3 chr1 246528562 246528841 - -ENSG00000162851.7 TFB2M chr1 246540560 246566324 - -ENSG00000162852.13 CNST chr1 246566444 246668584 + -ENSG00000225300.1 RP11-1086F11.1 chr1 246605873 246608102 + -ENSG00000228955.2 RP11-452J6.2 chr1 246632251 246632478 - -ENSG00000260698.1 RP11-439E19.9 chr1 246682108 246685075 + -ENSG00000235021.1 RP11-439E19.7 chr1 246690047 246691821 + -ENSG00000143653.9 SCCPDH chr1 246724047 246768137 + -ENSG00000228879.1 RP11-439E19.6 chr1 246755511 246755832 - -ENSG00000223519.7 KIF28P chr1 246771837 246830059 - -ENSG00000260855.1 RP11-439E19.10 chr1 246772301 246775772 + -ENSG00000227953.6 LINC01341 chr1 246776013 246792385 + -ENSG00000235386.1 RP11-397A15.4 chr1 246818076 246818180 + -ENSG00000252011.1 SNORA25 chr1 246833448 246833529 - -ENSG00000153207.14 AHCTF1 chr1 246839098 246931978 - -ENSG00000197472.14 ZNF695 chr1 246945547 247008093 - -ENSG00000135747.11 ZNF670 chr1 246945547 247078811 - -ENSG00000236775.1 RP11-551G24.3 chr1 247015068 247017291 + -ENSG00000277462.1 ZNF670 chr1 247036784 247078755 - -ENSG00000215796.3 RP11-551G24.2 chr1 247042791 247044021 + -ENSG00000228982.1 RP11-107G24.3 chr1 247085389 247086067 - -ENSG00000188295.14 ZNF669 chr1 247099962 247104372 - -ENSG00000221953.5 C1orf229 chr1 247110160 247112417 - -ENSG00000226164.2 FGFR3P6 chr1 247119669 247120278 + -ENSG00000196418.12 ZNF124 chr1 247121975 247172016 - -ENSG00000224014.1 RP11-488L18.6 chr1 247175256 247175525 + -ENSG00000215795.2 RP11-488L18.3 chr1 247183813 247185482 - -ENSG00000259865.1 RP11-488L18.10 chr1 247187281 247188526 - -ENSG00000227671.4 RP11-488L18.4 chr1 247189851 247210856 - -ENSG00000263568.1 MIR3916 chr1 247201967 247202060 - -ENSG00000252516.1 RNA5SP82 chr1 247204570 247204661 - -ENSG00000232347.1 RP11-488L18.8 chr1 247210691 247241823 - -ENSG00000214144.3 RP11-488L18.1 chr1 247229940 247231880 + -ENSG00000235818.3 VN1R17P chr1 247236868 247237957 - -ENSG00000197617.6 VN1R5 chr1 247256072 247257143 + -ENSG00000202079.1 Y_RNA chr1 247294835 247294941 + -ENSG00000162714.12 ZNF496 chr1 247297412 247331846 - -ENSG00000162711.16 NLRP3 chr1 247416156 247449108 + -ENSG00000177535.7 OR2B11 chr1 247451029 247451982 - -ENSG00000203664.6 OR2W5 chr1 247491068 247492147 + -ENSG00000169224.12 GCSAML chr1 247507058 247577690 + -ENSG00000227135.1 GCSAML-AS1 chr1 247524679 247526752 - -ENSG00000196242.7 OR2C3 chr1 247530132 247533839 - -ENSG00000236817.5 RP11-978I15.10 chr1 247565639 247640854 - -ENSG00000177489.1 OR2G2 chr1 247588360 247589313 + -ENSG00000177476.3 OR2G3 chr1 247605586 247606515 + -ENSG00000198452.6 OR14L1P chr1 247619643 247620570 + -ENSG00000235749.2 RP11-634B7.4 chr1 247639749 247747062 + -ENSG00000230411.1 OR3D1P chr1 247666887 247667841 + -ENSG00000197437.3 OR13G1 chr1 247672118 247673041 - -ENSG00000239395.1 RP11-634B7.5 chr1 247711813 247723764 - -ENSG00000169214.3 OR6F1 chr1 247711829 247712755 - -ENSG00000241128.1 OR14A2 chr1 247723099 247724043 - -ENSG00000153230.4 OR14K1 chr1 247738615 247739559 + -ENSG00000221888.3 OR1C1 chr1 247757462 247758406 - -ENSG00000228336.1 OR9H1P chr1 247774910 247775836 + -ENSG00000196772.3 OR14A16 chr1 247814800 247815729 - -ENSG00000232908.3 HSD17B7P1 chr1 247827486 247828502 + -ENSG00000230576.1 OR6R1P chr1 247833349 247834288 - -ENSG00000197591.3 OR11L1 chr1 247840928 247841896 - -ENSG00000162722.8 TRIM58 chr1 247857199 247878205 + -ENSG00000238243.3 OR2W3 chr1 247895587 247896531 + -ENSG00000177462.6 OR2T8 chr1 247921018 247921956 + -ENSG00000177275.3 OR2AJ1 chr1 247933769 247934755 + -ENSG00000226191.3 CLK3P2 chr1 247936061 247937513 - -ENSG00000196071.3 OR2L13 chr1 247937191 248100922 + -ENSG00000224830.2 OR2X1P chr1 247938973 247939659 + -ENSG00000196936.3 OR2L8 chr1 247948858 247949796 + -ENSG00000279263.1 OR2L8 chr1 247948858 247949796 + -ENSG00000187080.7 OR2AK2 chr1 247965233 247966339 + -ENSG00000237492.1 OR2L9P chr1 247974741 247975653 + -ENSG00000224227.2 OR2L1P chr1 247990267 247991204 + -ENSG00000199442.1 Y_RNA chr1 247997000 247997096 + -ENSG00000232215.2 OR2L6P chr1 248003129 248004068 + -ENSG00000197454.1 OR2L5 chr1 248021948 248022886 + -ENSG00000200085.1 Y_RNA chr1 248029120 248029221 + -ENSG00000203663.3 OR2L2 chr1 248038268 248039206 + -ENSG00000200982.1 Y_RNA chr1 248045788 248045889 + -ENSG00000198128.3 OR2L3 chr1 248060682 248061620 + -ENSG00000197067.5 OR2T32P chr1 248083634 248084596 - -ENSG00000177233.2 OR2M1P chr1 248121932 248122882 + -ENSG00000162727.3 OR2M5 chr1 248145148 248146086 + -ENSG00000198601.2 OR2M2 chr1 248179986 248181029 + -ENSG00000228198.2 OR2M3 chr1 248203068 248204006 + -ENSG00000171180.1 OR2M4 chr1 248238929 248239864 + -ENSG00000177212.3 OR2T33 chr1 248272852 248273814 - -ENSG00000177201.1 OR2T12 chr1 248294616 248295578 - -ENSG00000177186.3 OR2M7 chr1 248323630 248324568 - -ENSG00000177174.1 OR14C36 chr1 248348775 248349713 + -ENSG00000196944.3 OR2T4 chr1 248361581 248362627 + -ENSG00000198104.2 OR2T6 chr1 248387609 248388535 + -ENSG00000175143.3 OR2T1 chr1 248405995 248407104 + -ENSG00000227152.5 OR2T7 chr1 248441207 248442133 + -ENSG00000196240.3 OR2T2 chr1 248452798 248453772 + -ENSG00000196539.3 OR2T3 chr1 248473351 248474307 + -ENSG00000229255.1 RP11-407H12.8 chr1 248484245 248485484 - -ENSG00000203661.3 OR2T5 chr1 248488589 248489536 + -ENSG00000271934.1 OR2AS2P chr1 248498308 248498628 + -ENSG00000188558.5 OR2G6 chr1 248521647 248522597 + -ENSG00000224521.1 RP11-438F14.3 chr1 248548756 248563839 + -ENSG00000227102.2 OR2AS1P chr1 248549444 248549762 - -ENSG00000182783.4 OR2T29 chr1 248558544 248559491 - -ENSG00000183310.3 OR2T34 chr1 248573801 248574757 - -ENSG00000184022.3 OR2T10 chr1 248592830 248593768 - -ENSG00000201602.1 Y_RNA chr1 248594925 248595033 - -ENSG00000271701.1 RP11-438F14.10 chr1 248601416 248601869 + -ENSG00000279301.1 OR2T11 chr1 248626119 248627190 - -ENSG00000183130.3 OR2T11 chr1 248626178 248627128 - -ENSG00000177151.3 OR2T35 chr1 248638287 248639258 - -ENSG00000187701.3 OR2T27 chr1 248649931 248650884 - -ENSG00000189181.4 OR14I1 chr1 248681369 248682304 - -ENSG00000229703.4 XX-CR54.1 chr1 248692191 248699110 + -ENSG00000276520.1 WI2-2118C23.2 chr1 248708202 248708641 + -ENSG00000259823.5 LYPD8 chr1 248718649 248755739 - -ENSG00000242529.1 AHCYP8 chr1 248721993 248722201 - -ENSG00000229663.1 AL672296.1 chr1 248771635 248773792 - -ENSG00000175137.10 SH3BP5L chr1 248810446 248826633 - -ENSG00000264500.1 MIR3124 chr1 248826377 248826443 + -ENSG00000171161.12 ZNF672 chr1 248838210 248849517 + -ENSG00000171163.15 ZNF692 chr1 248850006 248859144 - -ENSG00000227237.1 AL672294.1 chr1 248859164 248864796 + -ENSG00000185220.11 PGBD2 chr1 248906196 248919946 + -ENSG00000200495.1 RNU6-1205P chr1 248912690 248912795 - -ENSG00000233084.2 RPL23AP25 chr1 248936581 248937043 + -ENSG00000184731.5 FAM110C chr2 38814 46870 - -ENSG00000227061.1 AC079779.7 chr2 197569 202605 + -ENSG00000035115.21 SH3YL1 chr2 217730 266398 - -ENSG00000143727.15 ACP1 chr2 264140 278283 + -ENSG00000189292.15 FAM150B chr2 279558 288851 - -ENSG00000228643.1 AC079779.4 chr2 286419 301515 + -ENSG00000235779.7 AC079779.5 chr2 305111 314367 - -ENSG00000277997.1 RP11-356M6.1 chr2 307683 309424 + -ENSG00000233684.2 AC079779.6 chr2 317912 342118 + -ENSG00000236856.1 AC105393.1 chr2 388412 416885 + -ENSG00000226277.1 AC105393.2 chr2 421057 422303 + -ENSG00000223985.1 AC093326.1 chr2 490944 492655 - -ENSG00000225942.1 AC093326.2 chr2 545805 546667 + -ENSG00000233633.1 AC093326.3 chr2 558204 578145 + -ENSG00000151353.14 TMEM18 chr2 667335 677439 - -ENSG00000233296.1 AC092159.2 chr2 677186 697371 + -ENSG00000280360.1 AC092159.1 chr2 687799 688348 + -ENSG00000233970.1 AC092159.3 chr2 692083 693235 - -ENSG00000227713.1 AC116609.1 chr2 724966 731224 - -ENSG00000272342.1 RP13-539J13.1 chr2 739588 740164 - -ENSG00000231173.1 AC116609.3 chr2 741977 749856 + -ENSG00000223751.1 AC116609.2 chr2 742488 747767 + -ENSG00000237667.5 LINC01115 chr2 779840 868426 - -ENSG00000228799.5 AC113607.2 chr2 900216 905451 - -ENSG00000234796.1 AC113607.3 chr2 910926 921124 - -ENSG00000235688.2 AC116614.1 chr2 949627 950274 - -ENSG00000172554.11 SNTG2 chr2 950868 1367613 + -ENSG00000235403.1 AC114808.3 chr2 1059133 1068341 - -ENSG00000236665.1 AC114808.2 chr2 1158310 1160424 - -ENSG00000233553.1 AC108462.1 chr2 1341044 1346568 - -ENSG00000115705.20 TPO chr2 1374223 1543711 + -ENSG00000228613.1 AC144450.1 chr2 1546665 1620113 - -ENSG00000231482.2 AC141930.2 chr2 1572554 1580311 - -ENSG00000203635.2 AC144450.2 chr2 1620510 1625419 - -ENSG00000130508.10 PXDN chr2 1631887 1744852 - -ENSG00000186487.17 MYT1L chr2 1789113 2331260 - -ENSG00000232057.1 AC093390.1 chr2 1824412 1828667 + -ENSG00000225619.1 MYT1L-AS1 chr2 2319232 2327110 + -ENSG00000234929.1 AC018685.1 chr2 2641989 2656630 - -ENSG00000227364.1 AC018685.2 chr2 2729908 2730957 - -ENSG00000237720.1 AC011995.1 chr2 2834264 2838391 - -ENSG00000228391.1 AC011995.3 chr2 2870558 2871231 - -ENSG00000234423.1 LINC01250 chr2 2895048 3126026 - -ENSG00000263570.1 AC074264.1 chr2 3017219 3017330 - -ENSG00000236760.1 AC019118.3 chr2 3131581 3145780 - -ENSG00000226649.1 AC019118.4 chr2 3156756 3157797 + -ENSG00000032389.12 TSSC1 chr2 3188925 3377882 - -ENSG00000224885.1 TSSC1-IT1 chr2 3298341 3301465 - -ENSG00000171853.15 TRAPPC12 chr2 3379675 3485094 + -ENSG00000225234.1 TRAPPC12-AS1 chr2 3481242 3482409 - -ENSG00000271868.1 RP11-1293J14.1 chr2 3496956 3497428 + -ENSG00000182551.13 ADI1 chr2 3497361 3519736 - -ENSG00000235078.1 AC142528.1 chr2 3519275 3523197 + -ENSG00000242282.6 AC108488.4 chr2 3531813 3536873 - -ENSG00000255767.1 RP13-512J5.1 chr2 3531984 3547957 - -ENSG00000171865.9 RNASEH1 chr2 3544793 3558616 - -ENSG00000234171.2 RNASEH1-AS1 chr2 3558492 3561745 + -ENSG00000171863.12 RPS7 chr2 3575205 3580919 + -ENSG00000118004.17 COLEC11 chr2 3594832 3644644 + -ENSG00000237370.1 AC010907.2 chr2 3603397 3604242 - -ENSG00000188765.7 TMSB4XP2 chr2 3617548 3617757 - -ENSG00000151360.9 ALLC chr2 3658195 3702671 + -ENSG00000232718.1 GAPDHP48 chr2 3688021 3688981 - -ENSG00000224661.1 AC010907.5 chr2 3702585 3704153 - -ENSG00000214866.7 DCDC2C chr2 3703592 3847408 + -ENSG00000227363.1 AC019172.2 chr2 3844184 3847411 + -ENSG00000237401.6 LINC01304 chr2 3957655 3974070 - -ENSG00000229550.1 AC012445.1 chr2 4136644 4140731 - -ENSG00000215960.2 AC068292.1 chr2 4228428 4228518 - -ENSG00000231821.1 NPM1P48 chr2 4514204 4515056 - -ENSG00000231532.5 LINC01249 chr2 4628222 4656215 - -ENSG00000252238.1 SNORA31 chr2 4827001 4827084 - -ENSG00000207192.1 RNU6-649P chr2 4945277 4945383 + -ENSG00000228585.1 AC073143.1 chr2 5313740 5314134 - -ENSG00000232835.1 AC107057.1 chr2 5549780 5556031 - -ENSG00000224128.1 LINC01248 chr2 5602505 5691488 - -ENSG00000230090.5 AC108025.2 chr2 5618327 5691118 - -ENSG00000176887.6 SOX11 chr2 5692667 5701385 + -ENSG00000242540.2 AC010729.1 chr2 5696220 5708095 + -ENSG00000236106.1 AC010729.2 chr2 5726449 5730342 + -ENSG00000237266.1 AC010729.3 chr2 5810641 5812596 - -ENSG00000232044.6 LINC01105 chr2 5932687 6001275 + -ENSG00000276733.1 MIR7158 chr2 5974662 5974732 + -ENSG00000234275.1 AC017053.1 chr2 6312954 6325646 - -ENSG00000227007.1 LINC01247 chr2 6366010 6375422 - -ENSG00000231610.1 AC021021.1 chr2 6495877 6496798 - -ENSG00000226488.1 AC021021.2 chr2 6496003 6503806 + -ENSG00000236172.6 MIR7515HG chr2 6615389 6650535 - -ENSG00000205837.7 LINC00487 chr2 6728177 6770311 - -ENSG00000225964.5 NRIR chr2 6828514 6840464 - -ENSG00000134326.11 CMPK2 chr2 6840570 6866635 - -ENSG00000220999.3 AC017076.1 chr2 6855090 6855177 - -ENSG00000134321.11 RSAD2 chr2 6865806 6898239 + -ENSG00000271947.1 RP11-439M11.1 chr2 6905724 6906301 - -ENSG00000228203.6 RNF144A-AS1 chr2 6912277 6918709 - -ENSG00000151692.14 RNF144A chr2 6917392 7068286 + -ENSG00000223884.5 AC019048.1 chr2 7062727 7077880 - -ENSG00000223145.1 RN7SKP112 chr2 7141227 7141544 - -ENSG00000272002.1 RP11-557L19.1 chr2 7260871 7261504 + -ENSG00000213774.3 AC010904.1 chr2 7324748 7325062 - -ENSG00000229727.6 AC013460.1 chr2 7421261 7450254 + -ENSG00000221255.1 RNU6ATAC37P chr2 7576841 7576971 + -ENSG00000230515.1 AC092580.3 chr2 7671604 7672246 - -ENSG00000235576.1 AC092580.4 chr2 7725801 7730705 + -ENSG00000232979.1 AC092580.2 chr2 7735645 7735783 - -ENSG00000229405.1 AC092580.1 chr2 7736438 7737095 - -ENSG00000226506.5 AC007463.2 chr2 7886770 7899655 - -ENSG00000235665.5 LINC00298 chr2 7922425 8278084 - -ENSG00000236790.5 LINC00299 chr2 8007771 8383621 - -ENSG00000229740.1 U91324.1 chr2 8139402 8143269 + -ENSG00000231435.1 AC011747.3 chr2 8543592 8575501 - -ENSG00000236008.1 AC011747.4 chr2 8559833 8583792 - -ENSG00000231083.1 AC011747.6 chr2 8600892 8622942 - -ENSG00000225642.1 SNRPEP5 chr2 8603082 8603359 + -ENSG00000235092.5 ID2-AS1 chr2 8666636 8681863 - -ENSG00000115738.9 ID2 chr2 8678845 8684453 + -ENSG00000260837.1 RP11-434B12.1 chr2 8721134 8722686 - -ENSG00000134313.14 KIDINS220 chr2 8725278 8837630 - -ENSG00000143797.11 MBOAT2 chr2 8852690 9003813 - -ENSG00000230886.3 HMGB1P25 chr2 9018293 9018899 - -ENSG00000223640.1 RPL30P3 chr2 9081395 9081727 - -ENSG00000242136.1 RP11-734K21.2 chr2 9103440 9105114 + -ENSG00000261104.1 RP11-734K21.5 chr2 9106593 9109865 + -ENSG00000244310.1 RP11-734K21.3 chr2 9115197 9116884 + -ENSG00000240980.1 RP11-734K21.4 chr2 9143166 9146106 + -ENSG00000151693.9 ASAP2 chr2 9206765 9405683 + -ENSG00000213772.3 EIF1P7 chr2 9271292 9271628 - -ENSG00000119185.12 ITGB1BP1 chr2 9403475 9423547 - -ENSG00000119203.13 CPSF3 chr2 9423568 9473101 + -ENSG00000134330.18 IAH1 chr2 9473658 9496543 + -ENSG00000151694.12 ADAM17 chr2 9488486 9555792 - -ENSG00000239300.5 RP11-400L8.2 chr2 9505445 9512412 + -ENSG00000271855.1 RP11-214N9.1 chr2 9555899 9556775 + -ENSG00000134308.13 YWHAQ chr2 9583972 9631014 - -ENSG00000207086.1 Y_RNA chr2 9615267 9615373 + -ENSG00000240687.1 RP11-521D12.1 chr2 9638772 9649439 + -ENSG00000244260.1 RP11-521D12.2 chr2 9674023 9708413 + -ENSG00000200034.1 RNU4-73P chr2 9740643 9740783 - -ENSG00000240960.1 RP11-521D12.4 chr2 9746704 9746869 + -ENSG00000243491.1 RP11-521D12.5 chr2 9757496 9770341 - -ENSG00000115750.16 TAF1B chr2 9843354 9934416 + -ENSG00000269973.1 RP11-95D17.1 chr2 9936360 9939590 + -ENSG00000134317.17 GRHL1 chr2 9951693 10002277 + -ENSG00000188525.3 AC010969.1 chr2 10003158 10006030 - -ENSG00000260476.1 RP11-254F7.1 chr2 10021578 10022825 + -ENSG00000260077.1 RP11-254F7.2 chr2 10039092 10040663 - -ENSG00000172059.10 KLF11 chr2 10042849 10054836 + -ENSG00000271787.1 RP11-254F7.3 chr2 10054421 10054866 - -ENSG00000205795.4 CYS1 chr2 10056780 10080944 - -ENSG00000233502.1 AC104794.4 chr2 10083781 10086101 + -ENSG00000212558.1 SNORA26 chr2 10090205 10090319 - -ENSG00000272524.1 RP11-254F7.4 chr2 10120734 10121065 + -ENSG00000171848.13 RRM2 chr2 10122328 10131419 + -ENSG00000163009.8 C2orf48 chr2 10141382 10211725 + -ENSG00000206647.1 SNORA2 chr2 10155072 10155206 - -ENSG00000265418.1 MIR4261 chr2 10192614 10192671 - -ENSG00000264030.2 RN7SL66P chr2 10280628 10280891 + -ENSG00000206898.1 SNORA51 chr2 10296047 10296180 - -ENSG00000115756.12 HPCAL1 chr2 10302889 10427617 + -ENSG00000115758.12 ODC1 chr2 10439968 10448504 - -ENSG00000206633.1 SNORA80B chr2 10446714 10446849 - -ENSG00000257135.5 RP11-320M2.1 chr2 10448694 10451327 + -ENSG00000217258.2 AC007249.3 chr2 10452319 10455552 + -ENSG00000115761.15 NOL10 chr2 10570766 10689987 - -ENSG00000234818.1 AC092687.5 chr2 10589166 10604830 + -ENSG00000243819.4 RN7SL832P chr2 10690344 10692099 + -ENSG00000277446.1 Metazoa_SRP chr2 10691538 10691831 + -ENSG00000236162.1 AC092687.3 chr2 10717773 10720952 + -ENSG00000143882.9 ATP6V1C2 chr2 10721649 10785110 + -ENSG00000239053.1 RNU7-138P chr2 10744186 10744249 + -ENSG00000272275.1 RP11-791G15.2 chr2 10767875 10770058 - -ENSG00000143870.12 PDIA6 chr2 10783391 10837977 - -ENSG00000238962.1 RNU7-176P chr2 10815485 10815546 - -ENSG00000232056.1 AC092687.4 chr2 10847577 10854955 + -ENSG00000270488.1 RP11-245G13.1 chr2 10874291 10874567 - -ENSG00000271952.1 RP11-245G13.2 chr2 10878269 10885118 + -ENSG00000162975.4 KCNF1 chr2 10911937 10914225 + -ENSG00000226080.1 RP11-345J13.1 chr2 11102142 11102997 + -ENSG00000145063.14 AC062028.1 chr2 11105317 11132821 - -ENSG00000150873.11 C2orf50 chr2 11133053 11146790 + -ENSG00000162976.12 PQLC3 chr2 11155198 11178874 + -ENSG00000134318.13 ROCK2 chr2 11179761 11348330 - -ENSG00000207267.1 RNU6-1081P chr2 11233988 11234094 + -ENSG00000230154.1 AC018463.4 chr2 11308025 11308941 + -ENSG00000281867.1 AC018463.1 chr2 11322048 11322182 - -ENSG00000226961.3 AC018463.5 chr2 11351627 11352118 + -ENSG00000230952.1 AC099344.2 chr2 11357515 11365636 - -ENSG00000231403.1 AC099344.3 chr2 11388023 11390367 - -ENSG00000224177.6 LINC00570 chr2 11393981 11403077 + -ENSG00000169016.16 E2F6 chr2 11444375 11466177 - -ENSG00000196208.13 GREB1 chr2 11482341 11642788 + -ENSG00000201610.1 RNA5SP84 chr2 11517397 11517503 + -ENSG00000264010.1 MIR4429 chr2 11540605 11540677 - -ENSG00000251718.1 RNU2-13P chr2 11561194 11561306 + -ENSG00000202248.1 RNA5SP85 chr2 11561661 11561779 - -ENSG00000239899.3 RN7SL674P chr2 11584773 11585047 + -ENSG00000265583.1 AC011994.1 chr2 11607404 11607505 + -ENSG00000169006.6 NTSR2 chr2 11658178 11670164 - -ENSG00000230044.1 AC110754.3 chr2 11665369 11665969 - -ENSG00000276411.1 RP11-494G9.1 chr2 11673964 11676925 - -ENSG00000134324.11 LPIN1 chr2 11677595 11827409 + -ENSG00000228496.1 AC106875.1 chr2 11681460 11683328 + -ENSG00000203643.3 AC012456.3 chr2 11721619 11724222 - -ENSG00000230790.2 AC012456.4 chr2 11740997 11745301 - -ENSG00000265056.1 MIR548S chr2 11767444 11767525 + -ENSG00000265172.1 MIR4262 chr2 11836933 11836986 - -ENSG00000224184.5 AC096559.1 chr2 11848622 12578348 + -ENSG00000238503.1 SNORD18 chr2 12030303 12030372 - -ENSG00000264089.1 MIR3681 chr2 12199130 12199201 + -ENSG00000207183.1 RNU6-843P chr2 12411398 12411501 - -ENSG00000223360.1 AC096559.2 chr2 12598987 12605145 + -ENSG00000261117.1 RP11-333O1.1 chr2 12715415 12716227 + -ENSG00000071575.11 TRIB2 chr2 12716889 12742734 + -ENSG00000264370.1 MIR3125 chr2 12737367 12737444 + -ENSG00000225649.5 AC064875.2 chr2 12966784 13007013 - -ENSG00000229370.1 AC092635.1 chr2 13537673 13609168 + -ENSG00000230448.5 LINC00276 chr2 13710531 14400963 - -ENSG00000227718.1 AC016730.1 chr2 13723048 13758152 + -ENSG00000277503.1 AC016730.2 chr2 13839140 13839246 - -ENSG00000251859.1 RNU6-1288P chr2 14274622 14274725 - -ENSG00000280595.1 AC064846.1 chr2 14341178 14341259 + -ENSG00000237261.2 Metazoa_SRP chr2 14530941 14531223 + -ENSG00000228505.5 AC011897.2 chr2 14616428 14630192 + -ENSG00000162981.13 FAM84A chr2 14632686 14650814 + -ENSG00000235127.1 AC068286.1 chr2 14886647 14907664 - -ENSG00000151779.12 NBAS chr2 15166909 15561330 - -ENSG00000229087.1 RP11-32P22.1 chr2 15397435 15397782 - -ENSG00000234022.1 AC008278.2 chr2 15564170 15573868 + -ENSG00000079785.14 DDX1 chr2 15591178 15631111 + -ENSG00000224194.1 AC008278.3 chr2 15668684 15680484 - -ENSG00000231031.6 AC008271.1 chr2 15690782 15744339 + -ENSG00000237326.1 AC113608.1 chr2 15801747 15810877 - -ENSG00000202160.1 RNU5E-7P chr2 15864935 15865051 + -ENSG00000214657.4 RP11-120J4.1 chr2 15869939 15870243 + -ENSG00000238371.1 snoU13 chr2 15903669 15903772 + -ENSG00000223850.1 MYCNUT chr2 15920399 15936017 + -ENSG00000233718.5 MYCNOS chr2 15921037 15942249 - -ENSG00000134323.10 MYCN chr2 15940564 15947007 + -ENSG00000243541.3 RN7SL104P chr2 15950689 15950981 - -ENSG00000226764.2 AC010145.4 chr2 15997049 16062885 - -ENSG00000236289.2 GACAT3 chr2 16050427 16085801 + -ENSG00000236989.5 AC142119.1 chr2 16085222 16105841 - -ENSG00000271315.1 WI2-2221J1.1 chr2 16149251 16149394 + -ENSG00000251704.1 SNORA40 chr2 16199203 16199295 + -ENSG00000226041.1 AC010745.1 chr2 16202430 16204226 + -ENSG00000228876.1 AC010745.2 chr2 16224047 16229140 + -ENSG00000231266.1 AC010745.3 chr2 16227027 16228194 - -ENSG00000232444.1 AC010745.4 chr2 16316324 16319566 - -ENSG00000224400.5 AC010880.1 chr2 16354256 16432702 + -ENSG00000237633.2 AC104623.2 chr2 16523176 16529387 + -ENSG00000279663.2 RP11-542H15.1 chr2 16541690 16545695 - -ENSG00000197872.11 FAM49A chr2 16549459 16666331 - -ENSG00000223536.5 AC008069.1 chr2 16728124 16767555 + -ENSG00000224604.1 AC008069.2 chr2 16853820 16855284 - -ENSG00000237670.1 AC080094.1 chr2 16970034 16974497 + -ENSG00000222842.1 RN7SKP168 chr2 17122841 17123140 - -ENSG00000214843.3 ZFYVE9P2 chr2 17284292 17284895 + -ENSG00000236348.1 PSMC1P10 chr2 17385091 17386417 + -ENSG00000214842.5 RAD51AP2 chr2 17510584 17518439 - -ENSG00000163032.11 VSNL1 chr2 17539126 17657018 + -ENSG00000163029.15 SMC6 chr2 17663812 17800242 - -ENSG00000178295.14 GEN1 chr2 17753858 17788941 + -ENSG00000151379.3 MSGN1 chr2 17816496 17817101 + -ENSG00000170745.11 KCNS3 chr2 17877847 18361616 + -ENSG00000212455.1 SNORA40 chr2 18040606 18040733 - -ENSG00000260331.1 RP11-111J6.2 chr2 18547386 18548204 - -ENSG00000240857.1 RDH14 chr2 18554723 18560680 - -ENSG00000250741.6 NT5C1B-RDH14 chr2 18555545 18589564 - -ENSG00000185013.16 NT5C1B chr2 18562872 18589572 - -ENSG00000207170.1 RNU6-1215P chr2 18583367 18583468 - -ENSG00000224626.1 AC106053.1 chr2 18784807 18787752 + -ENSG00000236204.5 LINC01376 chr2 18986451 19346748 - -ENSG00000266738.1 MIR4757 chr2 19348429 19348505 + -ENSG00000143867.6 OSR1 chr2 19351485 19358653 - -ENSG00000234597.1 AC010096.1 chr2 19458220 19468961 - -ENSG00000237992.1 AC010096.2 chr2 19475450 19488850 + -ENSG00000235911.1 AC019055.1 chr2 19711715 19717576 + -ENSG00000213403.2 CISD1P1 chr2 19826249 19826575 + -ENSG00000228784.7 LINC00954 chr2 19868860 19885047 + -ENSG00000183891.5 TTC32 chr2 19896643 19901986 - -ENSG00000271991.1 RP11-79O8.1 chr2 19902025 19902569 + -ENSG00000118965.14 WDR35 chr2 19910260 19990131 - -ENSG00000227210.1 AC079145.4 chr2 19990217 20004210 + -ENSG00000132031.12 MATN3 chr2 19992111 20012694 - -ENSG00000068697.6 LAPTM4A chr2 20032650 20052028 - -ENSG00000223734.2 RP11-644K8.1 chr2 20052134 20054496 + -ENSG00000234378.1 AC098828.2 chr2 20063856 20106829 - -ENSG00000213729.3 AC098828.3 chr2 20155618 20156057 - -ENSG00000266059.2 RN7SL140P chr2 20175346 20175639 + -ENSG00000200763.1 RNU6-961P chr2 20175805 20175909 + -ENSG00000115884.10 SDC1 chr2 20200797 20225433 - -ENSG00000235411.1 AC007041.2 chr2 20239892 20241046 - -ENSG00000238735.1 RNU7-113P chr2 20246326 20246387 - -ENSG00000055917.15 PUM2 chr2 20248691 20352234 - -ENSG00000232800.1 SLC7A15P chr2 20386386 20396588 + -ENSG00000212171.1 RNA5SP86 chr2 20401627 20401724 - -ENSG00000281337.1 AC007041.1 chr2 20401650 20401706 - -ENSG00000143878.9 RHOB chr2 20447074 20449445 + -ENSG00000228950.1 AC023137.2 chr2 20451042 20452947 + -ENSG00000200829.1 Y_RNA chr2 20480844 20480955 + -ENSG00000227047.1 AC012065.4 chr2 20499571 20501311 - -ENSG00000279307.1 AC012065.1 chr2 20529470 20529976 - -ENSG00000118960.12 HS1BP3 chr2 20560448 20651089 - -ENSG00000269976.1 RP11-130L8.2 chr2 20586248 20586686 - -ENSG00000231948.2 HS1BP3-IT1 chr2 20590775 20592548 - -ENSG00000233416.1 AC012065.5 chr2 20606280 20606654 - -ENSG00000143869.6 GDF7 chr2 20666664 20679245 + -ENSG00000270100.1 RP11-130L8.1 chr2 20678254 20678932 - -ENSG00000118961.14 LDAH chr2 20684014 20823130 - -ENSG00000236436.1 AC012361.1 chr2 20859771 20861661 + -ENSG00000261012.2 RP11-116D2.1 chr2 20999313 21000917 - -ENSG00000084674.13 APOB chr2 21001429 21044073 - -ENSG00000280390.1 AC010872.1 chr2 21023496 21024170 + -ENSG00000218819.4 TDRD15 chr2 21123917 21143272 + -ENSG00000271629.1 RP11-79J24.1 chr2 21198518 21198896 - -ENSG00000233005.1 AC067959.1 chr2 21221175 21970959 + -ENSG00000231204.5 AC011752.1 chr2 21317660 21561313 + -ENSG00000270654.1 NUTF2P8 chr2 21362292 21364025 - -ENSG00000235537.1 AC009411.2 chr2 21630548 21636309 - -ENSG00000228538.5 AC009411.1 chr2 21638431 21649563 - -ENSG00000229621.1 AC018742.1 chr2 21687434 21710623 - -ENSG00000264192.1 RN7SL117P chr2 21922993 21923288 + -ENSG00000231200.1 AC068490.2 chr2 21933336 22531105 - -ENSG00000228999.1 AC068490.1 chr2 21944609 21965551 - -ENSG00000223691.1 AC068044.1 chr2 22188336 22190313 + -ENSG00000277951.1 AC116176.1 chr2 22239149 22239243 - -ENSG00000234189.1 AC099799.1 chr2 22317053 22317244 + -ENSG00000206882.1 RNA5SP87 chr2 22338886 22339003 - -ENSG00000234207.1 AC096570.2 chr2 22377594 22482004 + -ENSG00000233587.1 AC096570.1 chr2 22536479 22538288 + -ENSG00000222616.1 RN7SKP27 chr2 22861552 22861884 + -ENSG00000232451.1 AC016768.1 chr2 23018125 23199056 - -ENSG00000223530.1 AC012506.1 chr2 23330664 23332044 - -ENSG00000233714.1 AC012506.2 chr2 23347654 23351864 + -ENSG00000223634.1 AC012506.3 chr2 23357516 23360376 - -ENSG00000235497.5 AC012506.4 chr2 23375229 23381299 - -ENSG00000119771.14 KLHL29 chr2 23385217 23708611 + -ENSG00000224361.1 AC011239.1 chr2 23507043 23524344 - -ENSG00000279526.1 AC011239.2 chr2 23616499 23617987 - -ENSG00000119778.14 ATAD2B chr2 23748664 23927114 - -ENSG00000224464.2 PGAM1P6 chr2 23872268 23873014 - -ENSG00000238111.1 AC066692.3 chr2 23900693 23901149 + -ENSG00000173960.12 UBXN2A chr2 23927285 24004909 + -ENSG00000234946.1 SDHCP3 chr2 23943846 23944351 + -ENSG00000280793.1 AC066692.1 chr2 23996792 23996870 - -ENSG00000243847.3 RN7SL610P chr2 23996795 23997085 - -ENSG00000205639.9 MFSD2B chr2 24010081 24063321 + -ENSG00000163026.11 C2orf44 chr2 24029340 24049575 - -ENSG00000222940.1 RNU6-370P chr2 24045835 24045938 + -ENSG00000119782.13 FKBP1B chr2 24049701 24063681 + -ENSG00000115128.6 SF3B6 chr2 24067584 24076443 - -ENSG00000219626.8 FAM228B chr2 24076526 24169640 + -ENSG00000115129.13 TP53I3 chr2 24077433 24085861 - -ENSG00000176732.6 PFN4 chr2 24115371 24123477 - -ENSG00000276087.1 RP11-507M3.1 chr2 24124366 24190436 + -ENSG00000232642.1 AC008073.7 chr2 24165884 24175005 - -ENSG00000186453.12 FAM228A chr2 24175069 24200849 + -ENSG00000223754.1 AC008073.9 chr2 24199839 24201698 - -ENSG00000198399.14 ITSN2 chr2 24202864 24360714 - -ENSG00000242628.5 AC009228.1 chr2 24214381 24221516 + -ENSG00000251805.1 SCARNA21 chr2 24273614 24273741 - -ENSG00000232963.1 HMGN2P20 chr2 24330402 24330674 + -ENSG00000233747.1 RPL36AP13 chr2 24334512 24335152 + -ENSG00000084676.15 NCOA1 chr2 24491914 24770702 + -ENSG00000202430.1 RNA5SP88 chr2 24564630 24564738 - -ENSG00000206732.1 RNU6-936P chr2 24676309 24676415 + -ENSG00000184924.5 PTRHD1 chr2 24789734 24793382 - -ENSG00000138092.10 CENPO chr2 24793136 24822376 + -ENSG00000138031.14 ADCY3 chr2 24819169 24919839 - -ENSG00000271936.1 RP11-443B20.1 chr2 24825610 24826717 + -ENSG00000115137.11 DNAJC27 chr2 24943636 24972094 - -ENSG00000237953.1 AC013267.1 chr2 24968958 24969224 - -ENSG00000202479.1 SNORD14 chr2 24969388 24969477 - -ENSG00000224165.5 DNAJC27-AS1 chr2 24971390 25039694 + -ENSG00000207069.1 Y_RNA chr2 25008845 25008946 - -ENSG00000084710.13 EFR3B chr2 25042130 25159137 + -ENSG00000276653.1 RN7SL856P chr2 25058032 25058329 + -ENSG00000229593.1 SUCLA2P3 chr2 25079901 25081689 - -ENSG00000115138.10 POMC chr2 25160853 25168903 - -ENSG00000230452.1 LINC01381 chr2 25204313 25209202 + -ENSG00000119772.16 DNMT3A chr2 25227855 25342590 - -ENSG00000221445.2 MIR1301 chr2 25328633 25328744 - -ENSG00000235072.2 AC012074.2 chr2 25369136 25375845 - -ENSG00000138101.18 DTNB chr2 25377198 25673647 - -ENSG00000224220.1 AC104699.1 chr2 25421117 25427643 + -ENSG00000201160.1 Y_RNA chr2 25697076 25697188 - -ENSG00000222070.1 AC010150.2 chr2 25722192 25722296 + -ENSG00000143970.16 ASXL2 chr2 25733753 25878516 - -ENSG00000187536.4 TPM3P7 chr2 25809925 25810656 - -ENSG00000217643.1 PTGES3P2 chr2 25822469 25822950 + -ENSG00000218682.1 AC010150.1 chr2 25856461 25856966 - -ENSG00000217718.1 AC064847.4 chr2 25886964 25887206 - -ENSG00000084731.13 KIF3C chr2 25926596 25982749 - -ENSG00000237629.1 UQCRHP2 chr2 25994794 25995081 + -ENSG00000268412.2 TRMT112P6 chr2 26028208 26028612 - -ENSG00000084733.10 RAB10 chr2 26034107 26137454 + -ENSG00000199872.1 RNU6-942P chr2 26042675 26042781 + -ENSG00000235440.1 RP11-214J9.1 chr2 26101317 26102136 - -ENSG00000231655.1 AC011742.3 chr2 26140263 26141264 - -ENSG00000214465.3 SMARCE1P6 chr2 26149204 26150731 + -ENSG00000227133.1 AC011742.5 chr2 26160023 26161136 + -ENSG00000237951.1 PPIL1P1 chr2 26162056 26162554 + -ENSG00000157833.12 GAREML chr2 26173091 26189663 + -ENSG00000084754.10 HADHA chr2 26190635 26244726 - -ENSG00000138029.13 HADHB chr2 26243170 26290468 + -ENSG00000173567.14 ADGRF3 chr2 26308173 26346817 - -ENSG00000138018.17 EPT1 chr2 26308547 26395891 + -ENSG00000157856.10 DRC1 chr2 26401916 26456711 + -ENSG00000115155.16 OTOF chr2 26457203 26558698 - -ENSG00000173557.14 C2orf70 chr2 26562582 26579532 + -ENSG00000157884.10 CIB4 chr2 26581202 26641368 - -ENSG00000225378.1 AC015977.6 chr2 26671254 26674464 - -ENSG00000225024.1 AC015977.5 chr2 26678219 26678510 - -ENSG00000171303.6 KCNK3 chr2 26692690 26733420 + -ENSG00000213699.8 SLC35F6 chr2 26764284 26781231 + -ENSG00000115163.14 CENPA chr2 26764289 26801067 + -ENSG00000145835.6 CDKN2AIPNLP2 chr2 26827169 26827520 - -ENSG00000157851.16 DPYSL5 chr2 26847747 26950351 + -ENSG00000230286.1 AC013472.4 chr2 26950308 27009807 - -ENSG00000084764.10 MAPRE3 chr2 26970612 27027196 + -ENSG00000205500.8 AC013472.3 chr2 26984776 27014612 - -ENSG00000119777.18 TMEM214 chr2 27032910 27041695 + -ENSG00000084693.15 AGBL5 chr2 27042364 27070622 + -ENSG00000231636.1 AGBL5-AS1 chr2 27049683 27050264 - -ENSG00000272056.1 RP11-503P10.1 chr2 27053618 27054276 - -ENSG00000229122.1 AGBL5-IT1 chr2 27061038 27061815 + -ENSG00000272148.1 RP11-195B17.1 chr2 27062428 27062907 - -ENSG00000228474.5 OST4 chr2 27070472 27071773 - -ENSG00000138080.13 EMILIN1 chr2 27078567 27086408 + -ENSG00000138030.12 KHK chr2 27086747 27100772 + -ENSG00000138028.14 CGREF1 chr2 27098889 27119115 - -ENSG00000143994.13 ABHD1 chr2 27123789 27130812 + -ENSG00000138073.13 PREB chr2 27130756 27134675 - -ENSG00000186143.10 PRR30 chr2 27136848 27139410 - -ENSG00000163792.6 TCF23 chr2 27149004 27156974 + -ENSG00000236099.1 AC013403.13 chr2 27158563 27159229 - -ENSG00000138074.14 SLC5A6 chr2 27199587 27212958 - -ENSG00000138085.16 ATRAID chr2 27212027 27217178 + -ENSG00000084774.13 CAD chr2 27217390 27243943 + -ENSG00000115194.10 SLC30A3 chr2 27253684 27275817 - -ENSG00000163793.12 DNAJC5G chr2 27275421 27281499 + -ENSG00000138100.13 TRIM54 chr2 27282392 27307439 + -ENSG00000163794.6 UCN chr2 27307400 27308445 - -ENSG00000115204.14 MPV17 chr2 27309492 27325680 - -ENSG00000115207.13 GTF3C2 chr2 27325849 27357034 - -ENSG00000234945.7 GTF3C2-AS1 chr2 27335535 27342599 + -ENSG00000234072.1 AC074117.10 chr2 27356246 27367622 + -ENSG00000115211.15 EIF2B4 chr2 27364352 27370486 - -ENSG00000115234.10 SNX17 chr2 27370496 27377533 + -ENSG00000163795.13 ZNF513 chr2 27377231 27380790 - -ENSG00000115241.10 PPM1G chr2 27381194 27409687 - -ENSG00000213453.3 FTH1P3 chr2 27392784 27393367 - -ENSG00000115216.13 NRBP1 chr2 27427790 27442259 + -ENSG00000157992.12 KRTCAP3 chr2 27442366 27446481 + -ENSG00000138002.14 IFT172 chr2 27444371 27489789 - -ENSG00000235267.1 AC074117.13 chr2 27455156 27455862 + -ENSG00000200003.1 RNU6-986P chr2 27475494 27475595 - -ENSG00000115226.9 FNDC4 chr2 27491883 27495245 - -ENSG00000084734.8 GCKR chr2 27496842 27523684 + -ENSG00000233438.1 AC109829.1 chr2 27537386 27567144 + -ENSG00000280034.1 AC109829.2 chr2 27556908 27557282 + -ENSG00000221843.3 C2orf16 chr2 27576522 27582720 + -ENSG00000221531.1 AC074091.1 chr2 27581889 27581946 - -ENSG00000243943.9 ZNF512 chr2 27582969 27623215 + -ENSG00000259080.1 RP11-158I13.2 chr2 27583046 27635174 + -ENSG00000176714.9 CCDC121 chr2 27625639 27629012 - -ENSG00000198522.13 GPN1 chr2 27628247 27651508 + -ENSG00000206731.1 SNORA36 chr2 27642043 27642169 - -ENSG00000119760.15 SUPT7L chr2 27650812 27663840 - -ENSG00000163798.13 SLC4A1AP chr2 27663471 27694976 + -ENSG00000205334.2 LINC01460 chr2 27705786 27715732 - -ENSG00000243147.7 MRPL33 chr2 27771717 27988087 + -ENSG00000171174.13 RBKS chr2 27781364 27891098 - -ENSG00000158019.20 BRE chr2 27889941 28338901 + -ENSG00000270846.1 RP11-674I16.1 chr2 27896116 27897195 - -ENSG00000265321.1 MIR4263 chr2 27996367 27996449 + -ENSG00000270528.1 RP11-674I16.2 chr2 28015777 28016482 - -ENSG00000277035.1 uc_338 chr2 28134408 28134585 - -ENSG00000223522.1 AC093690.1 chr2 28307691 28310459 - -ENSG00000225991.1 RPL23AP34 chr2 28308161 28308570 + -ENSG00000229951.5 FLJ31356 chr2 28384409 28394672 - -ENSG00000075426.11 FOSL2 chr2 28392448 28417312 + -ENSG00000270640.1 RP11-373D23.2 chr2 28396815 28397110 + -ENSG00000270210.1 RP11-373D23.3 chr2 28425945 28426719 + -ENSG00000227938.1 AC104695.4 chr2 28448167 28450184 - -ENSG00000163803.12 PLB1 chr2 28457145 28643788 + -ENSG00000242915.1 SNRPGP7 chr2 28460256 28460361 - -ENSG00000230730.1 AC074011.2 chr2 28633282 28664540 - -ENSG00000222232.1 RNA5SP89 chr2 28683976 28684083 + -ENSG00000226833.5 AC097724.3 chr2 28708953 28736205 - -ENSG00000213639.9 PPP1CB chr2 28751640 28802940 + -ENSG00000163806.15 SPDYA chr2 28782517 28850611 + -ENSG00000273233.1 RP11-713D19.1 chr2 28810281 28810706 - -ENSG00000171103.10 TRMT61B chr2 28849821 28870301 - -ENSG00000163811.11 WDR43 chr2 28894643 28948222 + -ENSG00000264994.1 SNORD92 chr2 28913664 28913748 + -ENSG00000265145.1 SNORD53 chr2 28927067 28927144 + -ENSG00000222224.1 Y_RNA chr2 28927243 28927340 - -ENSG00000265706.1 SNORD53_SNORD92 chr2 28927983 28928060 + -ENSG00000189350.12 FAM179A chr2 28956611 29061373 + -ENSG00000200283.1 Y_RNA chr2 28972414 28972521 - -ENSG00000179270.6 C2orf71 chr2 29060976 29074261 - -ENSG00000263957.1 AC105398.1 chr2 29081270 29081351 - -ENSG00000229224.1 AC105398.3 chr2 29096843 29097525 - -ENSG00000115295.19 CLIP4 chr2 29097705 29189643 + -ENSG00000171094.15 ALK chr2 29192774 29921566 - -ENSG00000280947.1 AC093756.1 chr2 29681024 29681102 - -ENSG00000242699.3 RN7SL516P chr2 29681027 29681323 - -ENSG00000230737.1 AC106870.1 chr2 29890371 29892354 + -ENSG00000197644.2 AC106870.2 chr2 29899597 29907199 + -ENSG00000233862.5 AC016907.3 chr2 30051066 30143804 - -ENSG00000221383.1 AC016907.1 chr2 30066124 30066213 - -ENSG00000225943.1 AC016907.2 chr2 30077093 30078272 + -ENSG00000119801.12 YPEL5 chr2 30146941 30160533 + -ENSG00000207187.1 SNORA64 chr2 30187434 30187566 + -ENSG00000231712.1 AC104698.2 chr2 30209995 30210307 + -ENSG00000213626.11 LBH chr2 30231531 30323730 + -ENSG00000235997.2 AC109642.1 chr2 30346659 30352431 + -ENSG00000280154.1 RP11-182E7.1 chr2 30408170 30408346 + -ENSG00000221377.1 AC073255.1 chr2 30432353 30432448 - -ENSG00000172954.13 LCLAT1 chr2 30447226 30644225 + -ENSG00000280462.1 Clostridiales-1 chr2 30494502 30494619 - -ENSG00000278908.1 RP11-523J2.1 chr2 30677762 30679895 + -ENSG00000162949.16 CAPN13 chr2 30722771 30820542 - -ENSG00000230118.1 AC092569.2 chr2 30746444 30746701 - -ENSG00000158089.14 GALNT14 chr2 30910467 31155202 - -ENSG00000234579.1 AC009305.1 chr2 30986939 30991426 + -ENSG00000266310.2 AC009305.2 chr2 31092826 31092916 + -ENSG00000214711.9 CAPN14 chr2 31173056 31233858 - -ENSG00000201671.1 RNA5SP90 chr2 31228312 31228410 + -ENSG00000013016.14 EHD3 chr2 31234337 31269447 + -ENSG00000213620.3 AL121657.4 chr2 31290762 31291604 + -ENSG00000158125.9 XDH chr2 31334321 31414715 - -ENSG00000277893.1 SRD5A2 chr2 31522480 31581067 - -ENSG00000228563.1 AL133247.2 chr2 31526942 31563464 + -ENSG00000270422.1 AL133247.3 chr2 31651381 31651862 + -ENSG00000223647.1 AL133249.1 chr2 31793823 31803980 - -ENSG00000238448.1 AL121652.2 chr2 31810195 31810288 - -ENSG00000237007.4 KRT18P52 chr2 31822591 31823436 - -ENSG00000265267.1 AL121652.3 chr2 31823018 31823106 - -ENSG00000242272.1 AK2P2 chr2 31823413 31823817 - -ENSG00000273165.1 RP11-1057B6.1 chr2 31852976 31853423 - -ENSG00000162959.13 MEMO1 chr2 31865060 32011230 - -ENSG00000162961.13 DPY30 chr2 31867809 32039812 - -ENSG00000221326.1 AL121652.1 chr2 31919862 31919949 - -ENSG00000271228.1 CTC-336P14.1 chr2 32013061 32013368 + -ENSG00000021574.11 SPAST chr2 32063611 32157637 + -ENSG00000263802.1 AL121655.1 chr2 32088304 32088391 - -ENSG00000272716.1 RP11-563N4.1 chr2 32165046 32165757 - -ENSG00000152683.14 SLC30A6 chr2 32165841 32224379 + -ENSG00000229816.1 DDX50P1 chr2 32201600 32203999 + -ENSG00000201113.1 RNU6-647P chr2 32214456 32214562 - -ENSG00000091106.18 NLRC4 chr2 32224453 32265854 - -ENSG00000119820.10 YIPF4 chr2 32277910 32316594 + -ENSG00000272754.1 AL133245.2 chr2 32321638 32323002 + -ENSG00000115760.13 BIRC6 chr2 32357028 32618899 + -ENSG00000230046.1 BIRC6-AS1 chr2 32377631 32379599 - -ENSG00000276334.1 AL133243.1 chr2 32521927 32523547 + -ENSG00000276517.1 AL133243.2 chr2 32526504 32529507 + -ENSG00000207653.1 MIR558 chr2 32532153 32532246 + -ENSG00000274159.1 AL133243.3 chr2 32548675 32549040 + -ENSG00000279897.1 BIRC6-AS2 chr2 32557520 32574818 - -ENSG00000279544.1 AL133243.4 chr2 32563328 32566436 + -ENSG00000018699.11 TTC27 chr2 32628032 32821051 + -ENSG00000265057.1 MIR4765 chr2 32635255 32635331 + -ENSG00000230876.6 LINC00486 chr2 32825443 32926693 + -ENSG00000236854.1 AL121656.5 chr2 32927127 32928405 + -ENSG00000275309.1 AL133244.2 chr2 32939061 32939145 - -ENSG00000206951.1 Y_RNA chr2 32945339 32945451 - -ENSG00000049323.15 LTBP1 chr2 32946972 33399509 + -ENSG00000223951.1 AL133244.1 chr2 33056333 33063113 - -ENSG00000212204.1 RNA5SP91 chr2 33285769 33285887 - -ENSG00000252246.1 RNA5SP92 chr2 33332898 33333007 + -ENSG00000152689.17 RASGRP3 chr2 33436324 33564750 + -ENSG00000237133.1 AC020594.5 chr2 33555047 33563547 - -ENSG00000119812.18 FAM98A chr2 33583658 33599382 - -ENSG00000238038.1 ATP6V0E1P3 chr2 33602041 33602286 + -ENSG00000187999.4 HNRNPA1P61 chr2 33636502 33637425 + -ENSG00000203386.6 LINC01317 chr2 33706886 34297753 + -ENSG00000239649.3 MYADML chr2 33722721 33728207 - -ENSG00000264267.1 AC069303.1 chr2 33786038 33786138 - -ENSG00000235064.1 SLC25A5P2 chr2 33839782 33840678 - -ENSG00000266861.1 AC097506.1 chr2 33927384 33927472 + -ENSG00000276246.1 AC009499.1 chr2 34017971 34018067 - -ENSG00000237790.1 LINC01318 chr2 34067226 34069550 + -ENSG00000226785.1 AC073218.1 chr2 34383788 34635340 + -ENSG00000212025.3 AC011748.1 chr2 34403664 34403757 + -ENSG00000228262.8 LINC01320 chr2 34677555 34738231 + -ENSG00000272027.2 RP11-529E15.1 chr2 34692290 34703606 - -ENSG00000232153.2 AC073218.3 chr2 34734975 34737118 - -ENSG00000226994.7 AC012593.1 chr2 34799850 35185689 + -ENSG00000264352.2 RN7SL602P chr2 34809233 34809556 - -ENSG00000237320.2 AC019064.1 chr2 34998273 35000160 - -ENSG00000196085.5 AC013442.1 chr2 35219377 35219604 - -ENSG00000265301.1 MIR548AD chr2 35471405 35471486 + -ENSG00000207255.1 RNU6-1117P chr2 35471605 35471708 + -ENSG00000229013.1 AC083939.1 chr2 35471716 35471841 + -ENSG00000234587.1 MRPL50P1 chr2 35724759 35725142 - -ENSG00000233752.1 AC009414.1 chr2 36299388 36299830 - -ENSG00000260025.1 RP11-490M8.1 chr2 36354749 36355114 - -ENSG00000150938.9 CRIM1 chr2 36355926 36551135 + -ENSG00000273090.1 RP11-78I14.1 chr2 36513255 36513732 - -ENSG00000171055.14 FEZ2 chr2 36531805 36646087 - -ENSG00000270677.1 RP11-294L11.1 chr2 36656322 36656941 - -ENSG00000205221.12 VIT chr2 36696690 36814792 + -ENSG00000279519.1 RP11-288C18.1 chr2 36839922 36842539 - -ENSG00000115808.11 STRN chr2 36843640 36966472 - -ENSG00000252756.1 RNU6-577P chr2 36867398 36867495 - -ENSG00000281381.1 U6 chr2 36959362 36959462 + -ENSG00000008869.11 HEATR5B chr2 36968383 37084342 - -ENSG00000152133.14 GPATCH11 chr2 37084451 37099244 + -ENSG00000055332.16 EIF2AK2 chr2 37099210 37157065 - -ENSG00000224891.1 AC007899.3 chr2 37148530 37149304 + -ENSG00000138068.10 SULT6B1 chr2 37167820 37196598 - -ENSG00000233159.1 AC007390.4 chr2 37194382 37194737 - -ENSG00000218739.9 CEBPZOS chr2 37196488 37216193 + -ENSG00000115816.13 CEBPZ chr2 37201612 37231713 - -ENSG00000272054.1 RP11-423P10.2 chr2 37208875 37212677 + -ENSG00000003509.15 NDUFAF7 chr2 37231631 37253403 + -ENSG00000115825.9 PRKD3 chr2 37250502 37324808 - -ENSG00000232028.1 AC007391.2 chr2 37325340 37326797 + -ENSG00000207364.1 RNU6-939P chr2 37331770 37331876 - -ENSG00000115828.15 QPCT chr2 37344574 37373322 + -ENSG00000253078.1 RNU6-1116P chr2 37435510 37435608 - -ENSG00000236213.1 AC006369.2 chr2 37600136 37646698 + -ENSG00000163171.7 CDC42EP3 chr2 37641882 37738468 - -ENSG00000236572.1 AC006369.3 chr2 37744333 37747046 + -ENSG00000225402.1 AC010878.3 chr2 37816915 37817961 + -ENSG00000237803.5 LINC00211 chr2 37826247 37876274 - -ENSG00000115841.19 RMDN2 chr2 37923187 38067142 + -ENSG00000235848.4 RMDN2-AS1 chr2 37949911 38067041 - -ENSG00000138061.11 CYP1B1 chr2 38066973 38109902 - -ENSG00000232973.11 CYP1B1-AS1 chr2 38073447 38231651 + -ENSG00000280276.1 RP11-314C9.1 chr2 38121935 38123881 - -ENSG00000229160.1 AC009229.6 chr2 38132637 38138946 - -ENSG00000199603.1 RNU6-951P chr2 38147415 38147521 + -ENSG00000273006.1 RP11-314C9.2 chr2 38193348 38193629 + -ENSG00000227292.1 AC009229.5 chr2 38203363 38239590 - -ENSG00000227770.1 RPL7P12 chr2 38231568 38232317 + -ENSG00000213594.4 GAPDHP25 chr2 38285410 38286410 + -ENSG00000119787.13 ATL2 chr2 38294880 38377285 - -ENSG00000231367.5 AC016995.3 chr2 38406719 38515740 - -ENSG00000235009.1 AC093822.1 chr2 38431294 38433573 + -ENSG00000213553.4 RPLP0P6 chr2 38481851 38482804 + -ENSG00000271443.1 RP11-541E12.1 chr2 38535258 38536249 - -ENSG00000143889.15 HNRNPLL chr2 38561978 38603586 - -ENSG00000235586.1 AC011247.3 chr2 38601598 38602178 + -ENSG00000143891.16 GALM chr2 38665910 38741237 + -ENSG00000232518.3 AC074366.3 chr2 38668202 38671421 - -ENSG00000115875.18 SRSF7 chr2 38743599 38751494 - -ENSG00000152147.10 GEMIN6 chr2 38751534 38785000 + -ENSG00000227238.1 TTC39DP chr2 38763534 38765221 + -ENSG00000232114.1 AC018693.5 chr2 38769265 38770124 + -ENSG00000163214.20 DHX57 chr2 38797729 38875934 - -ENSG00000223922.1 ASS1P2 chr2 38810432 38811654 - -ENSG00000225284.1 AC018693.6 chr2 38861720 38863133 + -ENSG00000188010.12 MORN2 chr2 38875962 38929072 + -ENSG00000207295.1 RNU6-851P chr2 38884560 38884666 - -ENSG00000214694.10 ARHGEF33 chr2 38889880 38975449 + -ENSG00000265905.2 RN7SL96P chr2 38936876 38937158 - -ENSG00000269210.2 RP11-173C1.1 chr2 38959287 38960342 - -ENSG00000281070.1 AC019171.1 chr2 38977203 38977287 - -ENSG00000115904.12 SOS1 chr2 38981396 39124345 - -ENSG00000229692.3 SOS1-IT1 chr2 38992279 38993857 - -ENSG00000206985.1 RNU6-198P chr2 39082589 39082692 + -ENSG00000225900.1 HSPE1P13 chr2 39098149 39098445 - -ENSG00000202309.1 Y_RNA chr2 39128826 39128927 - -ENSG00000205111.8 CDKL4 chr2 39175646 39229588 - -ENSG00000011566.14 MAP4K3 chr2 39249266 39437312 - -ENSG00000252473.1 SNORA67 chr2 39283657 39283791 - -ENSG00000273035.1 RP11-449G16.1 chr2 39323328 39323804 - -ENSG00000223179.2 RNU6-373P chr2 39393522 39393618 - -ENSG00000231312.6 AC007246.3 chr2 39436637 39665343 + -ENSG00000152154.10 TMEM178A chr2 39664982 39717963 + -ENSG00000138050.14 THUMPD2 chr2 39736060 39779267 - -ENSG00000227028.6 SLC8A1-AS1 chr2 39786453 40255209 + -ENSG00000235653.1 AC007253.1 chr2 39929110 39929998 + -ENSG00000183023.18 SLC8A1 chr2 40097270 40611053 - -ENSG00000233128.1 AC007317.1 chr2 40746487 40767452 + -ENSG00000237442.3 HNRNPA1P57 chr2 41143780 41157555 + -ENSG00000221372.1 AC010739.1 chr2 41596386 41596492 + -ENSG00000236090.2 LDHAP3 chr2 41819747 41820754 + -ENSG00000236533.1 AC009413.2 chr2 41850203 41850601 - -ENSG00000207218.1 Y_RNA chr2 41857271 41857372 - -ENSG00000223245.1 RNU4-63P chr2 41871271 41871388 + -ENSG00000214691.7 AC104654.1 chr2 41877074 41894046 + -ENSG00000234362.5 AC104654.2 chr2 41931599 41933723 - -ENSG00000205086.6 C2orf91 chr2 41935368 41954266 - -ENSG00000278093.1 AC013480.1 chr2 41947056 41947147 - -ENSG00000226398.1 AC013480.2 chr2 42015625 42025302 - -ENSG00000162878.12 PKDCC chr2 42048020 42058528 + -ENSG00000224875.2 AC083949.1 chr2 42143238 42170301 - -ENSG00000143924.18 EML4 chr2 42169350 42332548 + -ENSG00000115944.14 COX7A2L chr2 42333546 42425088 - -ENSG00000221300.1 SNORD75 chr2 42440377 42440436 + -ENSG00000171126.7 KCNG3 chr2 42442017 42494097 - -ENSG00000232526.1 VDAC1P13 chr2 42463139 42463997 - -ENSG00000236913.1 AC025750.5 chr2 42469817 42470266 + -ENSG00000057935.13 MTA3 chr2 42494569 42756947 + -ENSG00000273913.1 Metazoa_SRP chr2 42511570 42511851 + -ENSG00000215263.2 AC025750.7 chr2 42532766 42533442 - -ENSG00000226523.1 AC074375.1 chr2 42680088 42680279 - -ENSG00000200550.1 RNU6-137P chr2 42712740 42712847 + -ENSG00000162881.6 OXER1 chr2 42762481 42764261 - -ENSG00000162882.14 HAAO chr2 42767089 42792593 - -ENSG00000226491.1 FTOP1 chr2 42797225 42798712 - -ENSG00000232202.1 AC098824.6 chr2 42826322 42827617 - -ENSG00000224739.2 AC016735.1 chr2 43001355 43006060 - -ENSG00000231826.5 AC016735.2 chr2 43027853 43039547 - -ENSG00000233978.1 AC016735.3 chr2 43041193 43043782 - -ENSG00000207087.1 RNU6-242P chr2 43091388 43091494 - -ENSG00000230587.1 AC093609.1 chr2 43097746 43102691 - -ENSG00000152518.6 ZFP36L2 chr2 43222402 43226609 - -ENSG00000279873.2 LINC01126 chr2 43227210 43228855 + -ENSG00000234936.1 AC010883.5 chr2 43229573 43233394 + -ENSG00000115970.18 THADA chr2 43230836 43596046 - -ENSG00000252804.1 RNU6-958P chr2 43408307 43408412 + -ENSG00000264071.2 RN7SL531P chr2 43492032 43492313 + -ENSG00000207411.1 Y_RNA chr2 43620878 43620984 - -ENSG00000152527.13 PLEKHH2 chr2 43637273 43767987 + -ENSG00000223658.6 C1GALT1C1L chr2 43675380 43676322 - -ENSG00000229695.1 AC011242.5 chr2 43680465 43681622 - -ENSG00000252490.1 RN7SKP66 chr2 43772120 43772350 - -ENSG00000138036.18 DYNC2LI1 chr2 43774039 43810010 + -ENSG00000138075.11 ABCG5 chr2 43812472 43838865 - -ENSG00000143921.6 ABCG8 chr2 43838964 43878466 + -ENSG00000138095.18 LRPPRC chr2 43886508 43996005 - -ENSG00000200924.1 RNU6-1048P chr2 43892690 43892796 + -ENSG00000264047.2 RN7SL455P chr2 43904412 43904693 + -ENSG00000276967.1 AC019129.2 chr2 44065488 44065544 - -ENSG00000219391.1 AC019129.1 chr2 44065894 44066154 - -ENSG00000252599.1 RNU6-566P chr2 44154789 44154895 - -ENSG00000224637.1 PDSS1P2 chr2 44166266 44166943 + -ENSG00000273106.1 RP11-559M23.1 chr2 44167625 44168859 - -ENSG00000138032.20 PPM1B chr2 44167969 44244384 + -ENSG00000226972.2 AC013717.3 chr2 44270621 44271106 + -ENSG00000138079.13 SLC3A1 chr2 44275458 44321494 + -ENSG00000138078.15 PREPL chr2 44316281 44361862 - -ENSG00000143919.14 CAMKMT chr2 44361950 44772592 + -ENSG00000252896.1 AC067957.1 chr2 44782046 44782130 - -ENSG00000259439.2 RP11-89K21.1 chr2 44921077 44939199 - -ENSG00000278957.1 RP11-89K21.2 chr2 44927914 44928396 - -ENSG00000274520.1 Six3os1_1 chr2 44932320 44932406 + -ENSG00000277311.1 Six3os1_2 chr2 44934055 44934271 + -ENSG00000276229.1 Six3os1_3 chr2 44935294 44935368 + -ENSG00000277809.1 Six3os1_4 chr2 44935585 44935908 + -ENSG00000276048.1 Six3os1_5 chr2 44937426 44937696 + -ENSG00000274547.1 Six3os1_6 chr2 44938833 44939028 + -ENSG00000276670.1 Six3os1_7 chr2 44940045 44940245 + -ENSG00000236502.1 SIX3-AS1 chr2 44940154 44941873 - -ENSG00000138083.4 SIX3 chr2 44941898 44946077 + -ENSG00000225156.2 AC012354.6 chr2 44954664 44968762 + -ENSG00000231848.1 AC012354.8 chr2 44996413 44996873 + -ENSG00000170577.7 SIX2 chr2 45005161 45009430 - -ENSG00000231156.1 AC093702.1 chr2 45013214 45013668 - -ENSG00000205054.6 LINC01121 chr2 45164870 45323295 - -ENSG00000231054.1 AC009236.2 chr2 45168583 45169414 + -ENSG00000068784.12 SRBD1 chr2 45388680 45612165 - -ENSG00000239396.3 RN7SL414P chr2 45569199 45569492 - -ENSG00000171132.13 PRKCE chr2 45651345 46187990 + -ENSG00000228481.1 U51244.2 chr2 45674701 45675476 - -ENSG00000233829.1 AC017078.1 chr2 46003942 46004309 - -ENSG00000232696.1 AC017006.2 chr2 46078015 46078828 - -ENSG00000231336.1 AC017006.3 chr2 46166789 46167978 - -ENSG00000233335.1 AC016696.1 chr2 46256860 46257177 - -ENSG00000278764.1 Metazoa_SRP chr2 46266690 46266971 + -ENSG00000116016.13 EPAS1 chr2 46293667 46386703 + -ENSG00000228100.1 AC016912.3 chr2 46392297 46394167 - -ENSG00000187600.12 TMEM247 chr2 46429190 46484425 + -ENSG00000241791.3 RN7SL817P chr2 46448224 46448511 - -ENSG00000250565.6 ATP6V1E2 chr2 46490750 46542557 - -ENSG00000253515.1 RP11-417F21.2 chr2 46499731 46501278 + -ENSG00000119729.10 RHOQ chr2 46541806 46583121 + -ENSG00000250116.2 RP11-417F21.1 chr2 46568256 46580238 - -ENSG00000151665.12 PIGF chr2 46580937 46617119 - -ENSG00000119878.5 CRIPT chr2 46616416 46625742 + -ENSG00000279254.1 RP11-536C12.1 chr2 46668870 46670778 + -ENSG00000171150.7 SOCS5 chr2 46698952 46763129 + -ENSG00000260977.1 RP11-333I13.1 chr2 46777783 46780245 + -ENSG00000222005.8 LINC01118 chr2 46816668 46822657 + -ENSG00000239332.5 LINC01119 chr2 46816697 46859007 + -ENSG00000226548.1 AC016722.3 chr2 46852020 46853496 - -ENSG00000228925.1 AC016722.4 chr2 46899275 46908678 + -ENSG00000180398.11 MCFD2 chr2 46901870 46941855 - -ENSG00000068724.15 TTC7A chr2 46916157 47076137 + -ENSG00000272814.1 RP11-15I20.1 chr2 46956615 46956888 - -ENSG00000233845.1 AC093732.1 chr2 47035279 47040524 - -ENSG00000239605.8 C2orf61 chr2 47045538 47155378 - -ENSG00000281003.1 Metazoa_SRP chr2 47060224 47060466 + -ENSG00000273269.1 RP11-761B3.1 chr2 47065941 47176511 - -ENSG00000225187.1 AC073283.7 chr2 47067822 47071204 + -ENSG00000143933.16 CALM2 chr2 47160082 47176601 - -ENSG00000234690.6 AC073283.4 chr2 47192405 47345074 - -ENSG00000226087.1 AC106869.2 chr2 47225794 47239225 + -ENSG00000236824.1 BCYRN1 chr2 47331060 47344517 + -ENSG00000119888.10 EPCAM chr2 47345158 47387601 + -ENSG00000222685.1 RN7SKP119 chr2 47359505 47359777 - -ENSG00000207923.1 MIR559 chr2 47377675 47377770 + -ENSG00000277396.1 Metazoa_SRP chr2 47383160 47383421 + -ENSG00000095002.12 MSH2 chr2 47402969 47562311 + -ENSG00000184261.4 KCNK12 chr2 47516581 47570939 - -ENSG00000235760.3 HCG2040054 chr2 47527537 47535199 + -ENSG00000230979.3 AC079250.1 chr2 47690716 47691246 - -ENSG00000116062.14 MSH6 chr2 47695530 47810101 + -ENSG00000224443.1 AC006509.4 chr2 47705468 47705979 + -ENSG00000224058.2 AC006509.7 chr2 47731402 47732035 - -ENSG00000138081.19 FBXO11 chr2 47789316 47905793 - -ENSG00000235369.1 RPL36AP15 chr2 47797826 47798091 - -ENSG00000236549.1 AC079807.3 chr2 47883455 47883909 + -ENSG00000233230.1 AC079807.2 chr2 47905678 47907810 + -ENSG00000226473.2 AC079807.1 chr2 47939738 47940218 - -ENSG00000230773.6 AC079807.4 chr2 47941696 48240983 - -ENSG00000275423.1 RP11-429P7.1 chr2 47989625 47990526 + -ENSG00000201010.1 RN7SKP224 chr2 48217575 48217899 + -ENSG00000170802.15 FOXN2 chr2 48314637 48379294 + -ENSG00000251889.1 RNU4-49P chr2 48340687 48340826 - -ENSG00000272663.1 RP11-191L17.1 chr2 48440043 48440597 - -ENSG00000162869.15 PPP1R21 chr2 48440598 48515391 + -ENSG00000202227.1 RNU6-282P chr2 48501922 48502024 - -ENSG00000243244.5 STON1 chr2 48529383 48598513 + -ENSG00000068781.20 STON1-GTF2A1L chr2 48529925 48776517 + -ENSG00000242441.7 GTF2A1L chr2 48617798 48733148 + -ENSG00000279956.1 RP11-310N16.1 chr2 48632291 48755724 - -ENSG00000239995.2 TPT1P11 chr2 48632856 48633353 - -ENSG00000138039.14 LHCGR chr2 48686775 48755730 - -ENSG00000232285.1 TCEB2P3 chr2 48780602 48780895 + -ENSG00000214602.3 CTBP2P5 chr2 48915267 48916530 - -ENSG00000170820.11 FSHR chr2 48962157 49154537 - -ENSG00000206915.1 RNU6-439P chr2 49233794 49233899 - -ENSG00000234253.1 RPL7P13 chr2 49878623 49879363 + -ENSG00000212580.1 SNORA75 chr2 49888868 49888986 - -ENSG00000179915.20 NRXN1 chr2 49918505 51032561 - -ENSG00000276506.1 AC068715.1 chr2 50381657 50381751 + -ENSG00000230327.1 AC009234.1 chr2 50588690 50589415 - -ENSG00000216191.1 MIR8485 chr2 50696172 50696262 - -ENSG00000215968.2 AC007560.2 chr2 50798964 50799055 - -ENSG00000238165.1 AC007560.1 chr2 50829442 50829678 - -ENSG00000274815.1 AC007682.3 chr2 50943286 50943396 + -ENSG00000272385.1 AC007682.2 chr2 50961245 50961333 + -ENSG00000281171.1 AC007682.4 chr2 51027953 51028097 + -ENSG00000231918.1 AC007682.1 chr2 51032601 52407917 + -ENSG00000237374.5 AC007680.2 chr2 51202081 51221764 - -ENSG00000222692.1 AC007402.1 chr2 51435122 51435218 - -ENSG00000224344.1 KNOP1P3 chr2 51511058 51511483 + -ENSG00000223710.1 CRYGGP chr2 51775258 51775402 - -ENSG00000230840.1 AC097463.2 chr2 51925692 51925833 - -ENSG00000226366.1 AC097463.1 chr2 51926882 51927362 - -ENSG00000236538.1 ZNF863P chr2 52071355 52077197 + -ENSG00000202195.1 Y_RNA chr2 52297995 52298096 + -ENSG00000225444.1 AC087073.1 chr2 52373118 52390012 + -ENSG00000225842.1 AC139712.1 chr2 52474073 52474411 - -ENSG00000236837.1 AC139712.4 chr2 52494688 52500752 - -ENSG00000204993.3 AC139712.2 chr2 52570648 52572522 + -ENSG00000233083.1 FTH1P6 chr2 52629743 52630078 + -ENSG00000216054.2 AC019196.1 chr2 52679750 52679840 + -ENSG00000264975.1 MIR4431 chr2 52702522 52702615 - -ENSG00000228033.5 AC010967.2 chr2 52722677 52910020 - -ENSG00000232604.1 AC010967.3 chr2 52864235 52866631 + -ENSG00000232668.1 AC010967.1 chr2 52883243 52883455 + -ENSG00000276117.1 AC069157.2 chr2 53422419 53422506 + -ENSG00000251942.1 SCARNA16 chr2 53470447 53470629 - -ENSG00000223897.1 AC069157.1 chr2 53486144 53486280 - -ENSG00000115239.21 GPR75-ASB3 chr2 53532672 53787610 - -ENSG00000207456.1 RNU6-997P chr2 53570374 53570480 - -ENSG00000270898.5 GPR75-ASB3 chr2 53670293 53860160 - -ENSG00000143942.4 CHAC2 chr2 53767792 53775196 + -ENSG00000068912.13 ERLEC1 chr2 53787044 53818819 + -ENSG00000265452.1 MIR3682 chr2 53849122 53849205 - -ENSG00000119737.5 GPR75 chr2 53852913 53859989 - -ENSG00000068878.14 PSME4 chr2 53864067 53970840 - -ENSG00000170634.12 ACYP2 chr2 53970838 54305300 + -ENSG00000235937.1 AC008280.1 chr2 54029552 54030682 - -ENSG00000233266.1 HMGB1P31 chr2 54051334 54051760 + -ENSG00000241114.1 AC008280.3 chr2 54079974 54080280 - -ENSG00000272156.1 RP11-477N3.1 chr2 54082554 54085066 + -ENSG00000252934.1 RNU7-172P chr2 54166944 54167007 - -ENSG00000178021.10 TSPYL6 chr2 54253184 54256272 - -ENSG00000177994.15 C2orf73 chr2 54330034 54383742 + -ENSG00000115306.15 SPTBN1 chr2 54456285 54671445 + -ENSG00000228108.1 AC092839.3 chr2 54516048 54540697 - -ENSG00000237887.1 RPL23AP32 chr2 54529343 54529801 + -ENSG00000234943.2 AC092839.4 chr2 54545368 54546677 - -ENSG00000274648.1 AC093110.1 chr2 54579018 54579119 + -ENSG00000238018.2 AC093110.3 chr2 54661011 54680045 - -ENSG00000214595.11 EML6 chr2 54723499 54972025 + -ENSG00000231334.1 AC104781.1 chr2 54747103 54748404 - -ENSG00000252507.1 RNU7-81P chr2 54850289 54850352 + -ENSG00000115310.17 RTN4 chr2 54972187 55112621 - -ENSG00000200086.1 RNU6-433P chr2 55014418 55014521 - -ENSG00000266376.1 AC093165.1 chr2 55108710 55108803 + -ENSG00000162994.15 CLHC1 chr2 55174791 55232563 - -ENSG00000203327.2 AC012358.7 chr2 55214387 55216126 - -ENSG00000227799.1 AC012358.4 chr2 55224280 55225908 + -ENSG00000143947.12 RPS27A chr2 55231903 55235853 + -ENSG00000085760.14 MTIF2 chr2 55236595 55269347 - -ENSG00000162997.15 PRORSD1P chr2 55282319 55284522 + -ENSG00000240401.8 AC012358.8 chr2 55282350 55346049 + -ENSG00000206964.1 Y_RNA chr2 55286018 55286128 + -ENSG00000115355.15 CCDC88A chr2 55287842 55419921 - -ENSG00000233594.2 BTF3P5 chr2 55435156 55435622 - -ENSG00000238619.1 RNU6-775P chr2 55451004 55451099 - -ENSG00000238493.1 RNU6-221P chr2 55456106 55456204 - -ENSG00000264849.1 AC019198.1 chr2 55472744 55472841 + -ENSG00000239189.1 RNU6-634P chr2 55499950 55500055 + -ENSG00000163001.11 CFAP36 chr2 55519604 55545879 + -ENSG00000275052.4 SMEK2 chr2 55547292 55618880 - -ENSG00000212175.1 SNORA12 chr2 55565703 55565850 + -ENSG00000272606.1 RP11-554J4.1 chr2 55617909 55618373 + -ENSG00000138035.14 PNPT1 chr2 55634265 55693910 - -ENSG00000115380.18 EFEMP1 chr2 55865967 55924139 - -ENSG00000202344.1 RN7SKP208 chr2 55951654 55952014 - -ENSG00000272180.1 RP11-481J13.1 chr2 55952158 56181652 + -ENSG00000226702.1 MIR217HG chr2 55963191 56047326 - -ENSG00000207548.2 MIR217 chr2 55982952 55983063 - -ENSG00000207798.1 MIR216A chr2 55988950 55989059 - -ENSG00000211520.2 MIR216B chr2 56000714 56000795 - -ENSG00000229805.1 AC011306.1 chr2 56077417 56090382 - -ENSG00000271894.1 RP11-482H16.1 chr2 56147630 56386171 + -ENSG00000233251.7 AC007743.1 chr2 56173534 56185770 - -ENSG00000055813.5 CCDC85A chr2 56184123 56386173 + -ENSG00000199395.1 RNA5SP93 chr2 56235217 56235330 - -ENSG00000231570.1 AC008173.1 chr2 56750300 56750563 + -ENSG00000271115.1 RP11-443I9.1 chr2 57048350 57049336 - -ENSG00000276201.1 AC009406.1 chr2 57192736 57192803 - -ENSG00000277884.1 AC009406.2 chr2 57193499 57193566 - -ENSG00000270569.1 RP11-127H13.1 chr2 57429548 57430693 - -ENSG00000212168.1 SNORD78 chr2 57544535 57544599 + -ENSG00000271615.1 ACTG1P22 chr2 57755428 57766052 + -ENSG00000028116.16 VRK2 chr2 57907651 58159920 + -ENSG00000251738.1 AC073215.1 chr2 58062581 58062665 - -ENSG00000115392.11 FANCL chr2 58159243 58241372 - -ENSG00000273063.1 RP11-334G22.1 chr2 58241349 58241686 + -ENSG00000233426.3 EIF3FP3 chr2 58251440 58252525 + -ENSG00000225226.1 AC007250.4 chr2 58275877 58296548 + -ENSG00000233723.7 LINC01122 chr2 58427799 59063766 + -ENSG00000231043.3 AC007238.1 chr2 58460292 58462032 - -ENSG00000274548.1 AC007367.1 chr2 58527842 58527903 + -ENSG00000222030.1 AC007131.1 chr2 59217708 59279400 + -ENSG00000271955.1 RP11-444A22.1 chr2 59218680 60100200 - -ENSG00000233891.7 AC007131.2 chr2 59238714 59733396 - -ENSG00000221653.1 AC007131.3 chr2 59241621 59241702 - -ENSG00000231815.1 AC007179.1 chr2 59435213 59442261 + -ENSG00000270447.1 RP11-569H17.1 chr2 59514890 59515124 + -ENSG00000252455.2 AC007179.2 chr2 59532984 59533075 - -ENSG00000275742.1 AC007006.1 chr2 59565835 59565921 + -ENSG00000200101.1 RNU6-508P chr2 59647621 59647723 + -ENSG00000252726.1 RNA5SP94 chr2 59694762 59694869 + -ENSG00000228590.1 AC007381.3 chr2 60350595 60353016 - -ENSG00000223929.1 AC007381.2 chr2 60359216 60391375 - -ENSG00000200807.1 RNU1-32P chr2 60384605 60384763 + -ENSG00000266078.1 MIR4432 chr2 60387362 60387445 - -ENSG00000276812.1 AC007381.1 chr2 60417838 60417905 - -ENSG00000119866.20 BCL11A chr2 60451167 60553567 - -ENSG00000233953.1 AC009970.1 chr2 60495686 60499964 + -ENSG00000242158.3 RN7SL361P chr2 60640705 60641002 + -ENSG00000271134.1 RP11-416L21.2 chr2 60682873 60683244 - -ENSG00000213495.3 RP11-416L21.1 chr2 60711484 60711920 + -ENSG00000252718.1 RNU6-612P chr2 60719640 60719741 + -ENSG00000271707.1 ATP1B3P1 chr2 60734895 60735715 - -ENSG00000115421.12 PAPOLG chr2 60756230 60802085 + -ENSG00000228414.6 LINC01185 chr2 60825132 60881314 - -ENSG00000241524.3 RN7SL632P chr2 60831664 60831929 - -ENSG00000237024.1 RPL21P33 chr2 60852260 60852743 + -ENSG00000162924.13 REL chr2 60881521 60931610 + -ENSG00000201076.1 RNU4-51P chr2 60911303 60911442 + -ENSG00000267520.2 RP11-373L24.1 chr2 60925909 60931610 + -ENSG00000237522.1 NONOP2 chr2 60936819 60938049 - -ENSG00000232713.2 AC010733.5 chr2 60938204 60938604 - -ENSG00000162927.13 PUS10 chr2 60940222 61018259 - -ENSG00000222251.1 RNA5SP95 chr2 60998752 60998888 + -ENSG00000162928.8 PEX13 chr2 61017225 61051990 + -ENSG00000162929.13 KIAA1841 chr2 61065871 61138034 + -ENSG00000274769.1 RP11-493E12.3 chr2 61115787 61164825 + -ENSG00000212978.6 AC016747.3 chr2 61141592 61144969 - -ENSG00000237651.6 C2orf74 chr2 61145068 61164829 + -ENSG00000271889.1 RP11-493E12.1 chr2 61151433 61162105 - -ENSG00000173209.22 AHSA2 chr2 61177418 61191203 + -ENSG00000280672.1 AC016747.1 chr2 61177554 61177636 + -ENSG00000115464.14 USP34 chr2 61187463 61470769 - -ENSG00000273302.1 RP11-493E12.2 chr2 61199979 61200769 + -ENSG00000271146.1 RP11-479F13.1 chr2 61249780 61250621 + -ENSG00000234624.2 AC016894.1 chr2 61416887 61417197 - -ENSG00000206937.1 SNORA70B chr2 61417244 61417378 - -ENSG00000270820.5 RP11-355B11.2 chr2 61471188 61484130 + -ENSG00000082898.16 XPO1 chr2 61477849 61538626 - -ENSG00000266768.1 AC016727.1 chr2 61555360 61555458 + -ENSG00000271243.1 RP11-355B11.1 chr2 61575774 61576394 + -ENSG00000226884.1 AC016727.3 chr2 61589498 61589663 - -ENSG00000206973.1 RNU6-1145P chr2 61605616 61605722 + -ENSG00000213486.3 AC108039.1 chr2 61710076 61710978 - -ENSG00000227361.1 RPS24P7 chr2 61803143 61803388 + -ENSG00000229831.2 AC108039.3 chr2 61820208 61820566 + -ENSG00000170264.12 FAM161A chr2 61824854 61854143 - -ENSG00000230702.1 RP11-681L4.1 chr2 61856695 61857055 + -ENSG00000277498.1 RP11-681L4.2 chr2 61858137 61860298 + -ENSG00000115484.14 CCT4 chr2 61868089 61888804 - -ENSG00000236498.1 AC107081.5 chr2 61868432 61886082 + -ENSG00000173163.10 COMMD1 chr2 61888724 62147247 + -ENSG00000278523.1 Y_RNA chr2 61928634 61928704 - -ENSG00000280544.1 AC107081.1 chr2 61929691 61930719 - -ENSG00000229839.6 AC018462.2 chr2 62069447 62146881 - -ENSG00000242735.1 AC018462.3 chr2 62146413 62147153 + -ENSG00000271657.1 RP11-270B14.1 chr2 62168862 62171163 + -ENSG00000170340.10 B3GNT2 chr2 62196113 62224731 + -ENSG00000266097.1 MIR5192 chr2 62205826 62205917 + -ENSG00000239958.3 RN7SL51P chr2 62262387 62262671 - -ENSG00000270335.1 RP11-642D6.1 chr2 62348948 62350739 - -ENSG00000228541.1 AC093159.1 chr2 62463127 62464070 + -ENSG00000241625.3 RN7SL18P chr2 62491178 62491468 + -ENSG00000186889.9 TMEM17 chr2 62500221 62511894 - -ENSG00000233702.1 AC107083.1 chr2 62507545 62507823 - -ENSG00000229503.1 AC092155.1 chr2 62532583 62533059 - -ENSG00000232144.1 PSAT1P2 chr2 62552463 62553434 - -ENSG00000230595.1 RSL24D1P2 chr2 62561058 62561423 - -ENSG00000226622.5 AC092155.4 chr2 62590255 62662654 - -ENSG00000115504.14 EHBP1 chr2 62673851 63046487 + -ENSG00000252436.1 Y_RNA chr2 62726636 62726740 - -ENSG00000226605.1 AC007098.1 chr2 62826064 62858438 - -ENSG00000237162.1 RP11-443F16.1 chr2 62939916 62940282 + -ENSG00000231609.5 AC009501.4 chr2 63043922 63048640 - -ENSG00000115507.9 OTX1 chr2 63050057 63057836 + -ENSG00000270437.1 RP11-511I11.2 chr2 63083008 63087322 + -ENSG00000232403.1 RP11-511I11.1 chr2 63108118 63108429 - -ENSG00000242412.1 DBIL5P2 chr2 63117851 63119542 - -ENSG00000143951.15 WDPCP chr2 63121383 63827843 - -ENSG00000233716.1 AC074367.1 chr2 63232453 63233577 - -ENSG00000279485.1 RP11-391A7.1 chr2 63517892 63519268 - -ENSG00000014641.17 MDH1 chr2 63588609 63607197 + -ENSG00000281071.1 AC016734.1 chr2 63609247 63610211 - -ENSG00000228305.2 AC016734.2 chr2 63622178 63622831 - -ENSG00000229920.2 RPS4XP5 chr2 63642455 63644038 - -ENSG00000234488.1 AC096664.1 chr2 63684305 63684710 + -ENSG00000221085.1 AC096664.3 chr2 63695393 63695535 - -ENSG00000228872.2 AC096664.2 chr2 63717122 63717899 + -ENSG00000229221.1 HNRNPA1P66 chr2 63751697 63752630 - -ENSG00000169764.14 UGP2 chr2 63840940 63891562 + -ENSG00000251775.1 ACA59 chr2 63883249 63883391 - -ENSG00000143952.19 VPS54 chr2 63892146 64019072 - -ENSG00000228079.2 AC012368.1 chr2 64086353 64088246 - -ENSG00000197329.11 PELI1 chr2 64092652 64144454 - -ENSG00000225889.7 AC074289.1 chr2 64143239 64252859 + -ENSG00000230923.1 LINC00309 chr2 64185078 64205485 - -ENSG00000270354.1 RP11-547M24.1 chr2 64208498 64208716 - -ENSG00000277960.1 AC074289.2 chr2 64252900 64252967 - -ENSG00000238012.1 AC114752.1 chr2 64330486 64332131 - -ENSG00000238201.1 AC114752.3 chr2 64338067 64341647 - -ENSG00000264297.2 MIR4433B chr2 64340747 64340848 - -ENSG00000236148.5 RPL23AP37 chr2 64347193 64347741 - -ENSG00000223935.1 AC008074.3 chr2 64395220 64453798 - -ENSG00000237217.1 AC008074.5 chr2 64450096 64450524 + -ENSG00000119862.12 LGALSL chr2 64453969 64461381 + -ENSG00000223863.1 AC008074.4 chr2 64486353 64500904 + -ENSG00000260101.1 RP11-568N6.1 chr2 64522187 64524093 - -ENSG00000119844.14 AFTPH chr2 64524305 64593005 + -ENSG00000279644.1 AC008074.1 chr2 64552771 64592133 - -ENSG00000252414.1 RNU6-100P chr2 64578892 64578997 + -ENSG00000233694.5 AC007365.1 chr2 64606975 64616482 + -ENSG00000179833.4 SERTAD2 chr2 64631621 64751005 - -ENSG00000226756.1 AC007365.3 chr2 64644612 64646698 + -ENSG00000227791.3 AC007365.4 chr2 64665607 64666064 + -ENSG00000253082.1 AC007365.2 chr2 64776104 64776187 + -ENSG00000275588.1 RN7SL341P chr2 64817378 64817675 + -ENSG00000280945.1 AC007880.2 chr2 64817586 64817668 + -ENSG00000199964.1 Y_RNA chr2 64834056 64834157 - -ENSG00000234572.1 AC007880.1 chr2 64846130 64863626 - -ENSG00000237638.1 AC007386.2 chr2 64901840 64905137 - -ENSG00000244534.3 RN7SL211P chr2 64906863 64907138 - -ENSG00000227394.1 AC007386.3 chr2 64960053 64960634 - -ENSG00000115902.10 SLC1A4 chr2 64988477 65023865 + -ENSG00000252892.1 RNU6-548P chr2 64994746 64994860 + -ENSG00000232613.6 AC007386.4 chr2 65030727 65053017 + -ENSG00000011523.13 CEP68 chr2 65056366 65087004 + -ENSG00000138069.16 RAB1A chr2 65070701 65130106 - -ENSG00000272025.1 SNORA74 chr2 65158662 65158860 + -ENSG00000273763.1 RP11-420C9.1 chr2 65203571 65203813 - -ENSG00000172974.11 AC007318.5 chr2 65205108 65205988 + -ENSG00000138071.13 ACTR2 chr2 65227753 65271253 + -ENSG00000198369.9 SPRED2 chr2 65310851 65432637 - -ENSG00000232693.2 AC012370.2 chr2 65373700 65380685 - -ENSG00000204929.11 AC074391.1 chr2 65436711 66084639 + -ENSG00000234255.8 AC012370.3 chr2 65439888 65456571 - -ENSG00000237979.1 AC007389.1 chr2 65500993 65502138 - -ENSG00000223739.1 AC007389.2 chr2 65511771 65512076 - -ENSG00000243029.3 RN7SL635P chr2 65545401 65545696 - -ENSG00000251900.1 VTRNA2-2P chr2 65555432 65555534 - -ENSG00000235725.1 AC007389.3 chr2 65589566 65640177 - -ENSG00000281920.1 RP11-418H16.1 chr2 65623272 65628424 + -ENSG00000214533.3 KRT18P33 chr2 65666695 65667737 + -ENSG00000265899.1 AC007389.4 chr2 65667256 65667346 + -ENSG00000272177.1 RP11-340F16.1 chr2 65731676 65733041 + -ENSG00000280257.1 RP11-340F16.2 chr2 65790039 65793533 + -ENSG00000221524.1 AC074391.2 chr2 66041250 66041390 + -ENSG00000227293.1 AC118345.1 chr2 66235377 66236213 - -ENSG00000225815.2 AC092669.6 chr2 66327349 66328984 + -ENSG00000264525.1 MIR4778 chr2 66358249 66358328 - -ENSG00000232164.1 AC092669.3 chr2 66383306 66392450 + -ENSG00000226819.1 MEIS1-AS3 chr2 66426735 66433470 - -ENSG00000143995.19 MEIS1 chr2 66433452 66573869 + -ENSG00000230749.4 MEIS1-AS2 chr2 66439088 66441836 - -ENSG00000232046.6 AC007392.3 chr2 66574030 66730157 + -ENSG00000237179.5 AC007392.4 chr2 66697125 66703227 - -ENSG00000224071.1 AC009474.1 chr2 66820684 66822570 - -ENSG00000230355.1 AC009474.2 chr2 66881087 66881222 - -ENSG00000230525.5 AC007403.2 chr2 66904436 66971462 + -ENSG00000232688.1 AC007403.1 chr2 66921510 66922457 - -ENSG00000223859.1 AC007403.3 chr2 67040546 67041966 + -ENSG00000235885.7 AC023115.2 chr2 67086446 67311439 + -ENSG00000236780.5 AC078941.1 chr2 67123357 67215319 - -ENSG00000236605.1 AC023115.4 chr2 67324627 67325304 + -ENSG00000143971.7 ETAA1 chr2 67397319 67410545 + -ENSG00000224173.1 AC007422.1 chr2 67562067 67574044 + -ENSG00000235495.1 AC010987.5 chr2 67565604 67684077 - -ENSG00000237013.1 AC010987.6 chr2 67796054 67825562 - -ENSG00000235968.1 AC079112.1 chr2 68023694 68024766 - -ENSG00000197223.11 C1D chr2 68041130 68110948 - -ENSG00000243667.6 WDR92 chr2 68122936 68157560 - -ENSG00000236259.1 AC017083.2 chr2 68125265 68125747 + -ENSG00000273398.5 HZGJ chr2 68130149 68261230 - -ENSG00000115946.7 PNO1 chr2 68157844 68176238 + -ENSG00000221823.10 PPP3R1 chr2 68178857 68256237 - -ENSG00000273275.1 RP11-474G23.2 chr2 68179833 68180532 + -ENSG00000273064.1 RP11-474G23.3 chr2 68252870 68253848 + -ENSG00000221443.1 AC017083.1 chr2 68273104 68273206 + -ENSG00000119865.8 CNRIP1 chr2 68284171 68320051 - -ENSG00000203395.2 AC015969.3 chr2 68361214 68365584 - -ENSG00000115956.9 PLEK chr2 68365173 68397453 + -ENSG00000229462.1 AC127383.1 chr2 68445710 68449174 - -ENSG00000204923.3 FBXO48 chr2 68459419 68467258 - -ENSG00000169621.9 APLF chr2 68467561 68655862 + -ENSG00000214525.4 AC130709.1 chr2 68528241 68529452 - -ENSG00000169618.6 PROKR1 chr2 68643589 68658247 + -ENSG00000163219.11 ARHGAP25 chr2 68679601 68826833 + -ENSG00000237576.1 AC097495.2 chr2 68832044 68837724 + -ENSG00000228329.1 AC097495.3 chr2 68832816 68837192 - -ENSG00000163217.1 BMP10 chr2 68865481 68871517 - -ENSG00000183607.9 GKN2 chr2 68945232 68952970 - -ENSG00000169605.5 GKN1 chr2 68974573 68980974 + -ENSG00000169604.19 ANTXR1 chr2 69013178 69249327 + -ENSG00000266649.1 MIR3126 chr2 69103682 69103755 + -ENSG00000251850.1 RNA5SP96 chr2 69181897 69182003 - -ENSG00000199460.2 RNU6-1216P chr2 69182877 69182983 + -ENSG00000271597.1 RP11-85D18.1 chr2 69251818 69252364 - -ENSG00000198380.12 GFPT1 chr2 69319769 69387254 - -ENSG00000252250.1 Y_RNA chr2 69334600 69334692 + -ENSG00000169599.12 NFU1 chr2 69395750 69437628 - -ENSG00000115977.18 AAK1 chr2 69457997 69674349 - -ENSG00000244236.3 RN7SL604P chr2 69516751 69517046 + -ENSG00000281301.1 AC079121.1 chr2 69520040 69520115 - -ENSG00000207016.1 SNORA36C chr2 69520043 69520174 - -ENSG00000232228.1 RP11-77O7.1 chr2 69594741 69595058 - -ENSG00000229948.2 B3GALNT1P1 chr2 69597353 69598951 + -ENSG00000196975.14 ANXA4 chr2 69644425 69826464 + -ENSG00000231024.1 AC092431.3 chr2 69700192 69713847 - -ENSG00000087338.4 GMCL1 chr2 69829642 69881396 + -ENSG00000275381.1 RP11-401N16.2 chr2 69844509 69844933 - -ENSG00000270723.1 RPL23AP92 chr2 69873565 69873819 - -ENSG00000124380.10 SNRNP27 chr2 69893560 69905575 + -ENSG00000059728.10 MXD1 chr2 69897688 69942945 + -ENSG00000279229.1 AC019206.1 chr2 69902350 69902709 - -ENSG00000244617.2 ASPRV1 chr2 69960089 69962265 - -ENSG00000179818.13 PCBP1-AS1 chr2 69962263 70103220 - -ENSG00000263669.2 RN7SL470P chr2 70075014 70075272 - -ENSG00000169564.6 PCBP1 chr2 70087454 70089203 + -ENSG00000233060.1 AC016700.2 chr2 70089721 70096100 + -ENSG00000225392.1 AC016700.4 chr2 70102551 70102862 + -ENSG00000231327.1 AC016700.5 chr2 70124036 70125317 - -ENSG00000115998.7 C2orf42 chr2 70149880 70248615 - -ENSG00000116001.15 TIA1 chr2 70209444 70248660 - -ENSG00000221238.1 MIR1285-2 chr2 70252918 70253005 - -ENSG00000231414.1 AC016700.6 chr2 70253855 70254010 - -ENSG00000116005.11 PCYOX1 chr2 70257386 70281191 + -ENSG00000143977.13 SNRPG chr2 70281362 70293771 - -ENSG00000035141.7 FAM136A chr2 70295975 70302090 - -ENSG00000233849.1 AC022201.5 chr2 70301451 70302072 + -ENSG00000235289.1 BRD7P6 chr2 70353010 70355915 + -ENSG00000229229.1 AC022201.4 chr2 70402934 70422678 + -ENSG00000163235.15 TGFA chr2 70447280 70554193 - -ENSG00000215996.2 AC017084.1 chr2 70455530 70455624 - -ENSG00000224606.1 TGFA-IT1 chr2 70467385 70468495 - -ENSG00000075340.22 ADD2 chr2 70607618 70768225 - -ENSG00000235035.1 AC007395.3 chr2 70687142 70691824 + -ENSG00000183733.6 FIGLA chr2 70777310 70790643 - -ENSG00000228034.1 HMGN2P21 chr2 70803157 70803426 + -ENSG00000152672.7 CLEC4F chr2 70808643 70820600 - -ENSG00000231386.1 AC007395.4 chr2 70810798 70811474 - -ENSG00000116031.8 CD207 chr2 70830214 70835822 - -ENSG00000237751.2 LINC01143 chr2 70887871 70889959 + -ENSG00000277764.1 Vax2os1_3 chr2 70900155 70900351 + -ENSG00000116035.2 VAX2 chr2 70900590 70933446 + -ENSG00000116039.11 ATP6V1B1 chr2 70935882 70965406 + -ENSG00000258881.6 AC007040.11 chr2 70939318 70995336 - -ENSG00000239322.1 ATP6V1B1-AS1 chr2 70941817 70948610 - -ENSG00000226186.1 TCEB1P21 chr2 70955899 70956234 - -ENSG00000241159.3 RN7SL160P chr2 70965584 70965867 + -ENSG00000144031.11 ANKRD53 chr2 70978380 70985499 + -ENSG00000144043.11 TEX261 chr2 70985938 70994945 - -ENSG00000228384.4 AC007040.6 chr2 70994510 71002754 + -ENSG00000236469.1 AC007040.8 chr2 71002531 71064743 - -ENSG00000266029.1 AC007040.2 chr2 71012331 71012407 + -ENSG00000266186.1 AC007040.3 chr2 71013089 71013157 - -ENSG00000265812.1 AC007040.1 chr2 71017024 71017109 + -ENSG00000205847.5 OR7E91P chr2 71029028 71029893 + -ENSG00000234485.5 OR7E46P chr2 71037685 71038703 + -ENSG00000264382.1 AC007881.1 chr2 71039307 71039360 + -ENSG00000234896.1 OR7E62P chr2 71055527 71056003 + -ENSG00000124357.12 NAGK chr2 71064344 71079805 + -ENSG00000272735.1 RP11-467P9.1 chr2 71067519 71068125 - -ENSG00000124370.10 MCEE chr2 71109684 71130239 - -ENSG00000124383.8 MPHOSPH10 chr2 71130314 71150101 + -ENSG00000233870.1 AC007881.4 chr2 71178587 71178773 + -ENSG00000124374.8 PAIP2B chr2 71182739 71227083 - -ENSG00000075292.18 ZNF638 chr2 71276561 71435069 + -ENSG00000281195.1 ZNF638-IT1 chr2 71373938 71376320 + -ENSG00000200779.1 RNU6-105P chr2 71379755 71379858 - -ENSG00000135636.13 DYSF chr2 71453722 71686768 + -ENSG00000233971.1 RPS20P10 chr2 71984182 71984434 - -ENSG00000003137.8 CYP26B1 chr2 72129238 72148038 - -ENSG00000276288.1 AC006461.1 chr2 72170559 72170645 + -ENSG00000144036.14 EXOC6B chr2 72175984 72826041 - -ENSG00000228568.1 AC006461.2 chr2 72288785 72289110 + -ENSG00000222536.1 RNU2-39P chr2 72721806 72722003 + -ENSG00000212378.1 SNORD78 chr2 72760534 72760602 + -ENSG00000116096.5 SPR chr2 72887360 72892158 + -ENSG00000135638.13 EMX1 chr2 72916260 72936071 + -ENSG00000278060.1 RP11-466M21.1 chr2 72932974 72934355 - -ENSG00000144040.12 SFXN5 chr2 72942036 73075619 - -ENSG00000135631.15 RAB11FIP5 chr2 73073382 73156721 - -ENSG00000272702.1 RP11-44N22.3 chr2 73113018 73115907 + -ENSG00000214513.3 NOTO chr2 73202258 73212513 + -ENSG00000135632.11 SMYD5 chr2 73214222 73227237 + -ENSG00000135617.3 PRADC1 chr2 73228006 73233238 - -ENSG00000135624.15 CCT7 chr2 73233420 73253021 + -ENSG00000163013.11 FBXO41 chr2 73254682 73284431 - -ENSG00000135625.7 EGR4 chr2 73290929 73293705 - -ENSG00000252988.1 RNU6-111P chr2 73298683 73298787 + -ENSG00000214484.3 AC074008.1 chr2 73370019 73370892 + -ENSG00000116127.17 ALMS1 chr2 73385758 73610793 + -ENSG00000230002.2 ALMS1-IT1 chr2 73456764 73459484 + -ENSG00000221087.1 AC096546.1 chr2 73488579 73488660 - -ENSG00000144035.3 NAT8 chr2 73640832 73642393 - -ENSG00000163016.9 ALMS1P chr2 73644919 73685576 + -ENSG00000204872.3 NAT8B chr2 73700576 73701340 - -ENSG00000144034.14 TPRKB chr2 73729104 73737400 - -ENSG00000273245.1 RP11-434P11.2 chr2 73750256 73750786 - -ENSG00000280037.1 RP11-434P11.1 chr2 73761269 73761781 - -ENSG00000144048.10 DUSP11 chr2 73762184 73780157 - -ENSG00000187833.7 C2orf78 chr2 73784189 73817147 + -ENSG00000124356.15 STAMBP chr2 73828916 73873659 + -ENSG00000271536.1 RP11-51I5.1 chr2 73877566 73878862 + -ENSG00000163017.13 ACTG2 chr2 73892314 73919865 + -ENSG00000281314.1 AC073046.1 chr2 73916583 73916666 + -ENSG00000114956.19 DGUOK chr2 73926826 73958961 + -ENSG00000237883.1 DGUOK-AS1 chr2 73947642 73981441 - -ENSG00000201876.1 RNA5SP97 chr2 73968123 73968206 - -ENSG00000235499.1 AC073046.25 chr2 73985132 73986343 + -ENSG00000187605.15 TET3 chr2 73986404 74108176 + -ENSG00000279181.1 RP11-711M9.2 chr2 73998337 73998548 - -ENSG00000257800.1 FNBP1P1 chr2 74120680 74123218 + -ENSG00000217702.2 RP11-287D1.4 chr2 74130583 74135395 + -ENSG00000163170.11 BOLA3 chr2 74135398 74147994 - -ENSG00000225439.2 BOLA3-AS1 chr2 74148009 74150061 + -ENSG00000114978.17 MOB1A chr2 74152528 74178898 - -ENSG00000279201.1 RP11-287D1.5 chr2 74191388 74192245 + -ENSG00000279070.2 RP11-287D1.2 chr2 74196698 74198560 - -ENSG00000065911.11 MTHFD2 chr2 74198562 74217565 + -ENSG00000264324.1 RP11-287D1.3 chr2 74211604 74363377 - -ENSG00000188687.15 SLC4A5 chr2 74216242 74343414 - -ENSG00000229798.1 KRT18P26 chr2 74306728 74308008 - -ENSG00000252214.1 RNU6-542P chr2 74319399 74319501 + -ENSG00000234632.1 NECAP1P2 chr2 74350069 74351009 + -ENSG00000225658.1 TAF13P2 chr2 74351134 74351419 + -ENSG00000204843.12 DCTN1 chr2 74361154 74392087 - -ENSG00000237737.5 DCTN1-AS1 chr2 74385486 74393882 + -ENSG00000234521.1 AC005041.11 chr2 74413020 74413481 - -ENSG00000159239.11 C2orf81 chr2 74414176 74421591 - -ENSG00000233155.1 HMGA1P8 chr2 74418122 74418442 - -ENSG00000005448.16 WDR54 chr2 74421678 74425755 + -ENSG00000114993.15 RTKN chr2 74425836 74442422 - -ENSG00000115274.14 INO80B chr2 74455023 74457960 + -ENSG00000274049.4 INO80B-WBP1 chr2 74455088 74460884 + -ENSG00000239779.6 WBP1 chr2 74458329 74460891 + -ENSG00000115275.11 MOGS chr2 74461057 74465410 - -ENSG00000204822.6 MRPL53 chr2 74471958 74473322 - -ENSG00000135637.13 CCDC142 chr2 74471986 74483408 - -ENSG00000115282.19 TTC31 chr2 74483073 74494886 + -ENSG00000179528.15 LBX2 chr2 74497517 74503316 - -ENSG00000272183.1 RP11-523H20.3 chr2 74501717 74502365 + -ENSG00000257702.3 LBX2-AS1 chr2 74502595 74504678 + -ENSG00000115289.12 PCGF1 chr2 74505043 74508580 - -ENSG00000115297.10 TLX2 chr2 74513463 74517147 + -ENSG00000144045.13 DQX1 chr2 74518131 74526336 - -ENSG00000115307.16 AUP1 chr2 74526645 74529939 - -ENSG00000115317.11 HTRA2 chr2 74529377 74533348 + -ENSG00000115318.11 LOXL3 chr2 74532414 74555690 - -ENSG00000115325.13 DOK1 chr2 74549026 74557554 + -ENSG00000159374.17 M1AP chr2 74557883 74648338 - -ENSG00000233872.1 AC005033.6 chr2 74618856 74620979 - -ENSG00000108442.2 TVP23BP2 chr2 74628328 74628942 - -ENSG00000135622.12 SEMA4F chr2 74654228 74683853 + -ENSG00000224646.2 AC007387.2 chr2 74754670 74754819 - -ENSG00000272711.1 RP11-259N19.1 chr2 74832655 74833987 - -ENSG00000159399.9 HK2 chr2 74833981 74893359 + -ENSG00000204792.2 LINC01291 chr2 74918148 74938418 + -ENSG00000236209.1 AC104135.2 chr2 74919555 74924846 - -ENSG00000230836.1 LINC01293 chr2 74940258 74942670 + -ENSG00000115350.11 POLE4 chr2 74958492 74970128 + -ENSG00000115353.10 TACR1 chr2 75046463 75199700 - -ENSG00000263909.1 MIR5000 chr2 75090812 75090914 + -ENSG00000270571.2 RP11-355F16.1 chr2 75154366 75189949 + -ENSG00000236167.1 GAPDHP57 chr2 75455994 75456578 - -ENSG00000115363.13 EVA1A chr2 75469302 75569722 - -ENSG00000237293.1 AC007099.2 chr2 75474453 75482579 + -ENSG00000238410.1 snoU109 chr2 75489576 75489710 + -ENSG00000231172.2 AC007099.1 chr2 75524068 75542706 + -ENSG00000230477.1 AC005034.2 chr2 75598071 75598559 + -ENSG00000221638.2 U3 chr2 75627950 75628168 + -ENSG00000115364.13 MRPL19 chr2 75646783 75690851 + -ENSG00000226247.1 SUPT4H1P chr2 75651288 75651627 - -ENSG00000005436.13 GCFC2 chr2 75652000 75710989 - -ENSG00000270696.1 RP11-342K6.1 chr2 75660462 75662208 + -ENSG00000271452.1 RP11-342K6.2 chr2 75669989 75670454 + -ENSG00000270462.1 RP11-342K6.3 chr2 75697583 75697996 + -ENSG00000270996.1 RP11-342K6.4 chr2 75719120 75720018 + -ENSG00000233107.1 SUCLA2P2 chr2 76106016 76107324 - -ENSG00000228209.1 AC073091.2 chr2 76258034 76258897 - -ENSG00000271356.1 RP11-335E8.1 chr2 76260755 76261661 - -ENSG00000200488.1 RN7SKP203 chr2 76445079 76445410 - -ENSG00000251947.1 RN7SKP164 chr2 76595413 76595678 - -ENSG00000176204.13 LRRTM4 chr2 76747719 77593319 - -ENSG00000200028.1 RNA5SP98 chr2 76772909 76773045 + -ENSG00000234653.1 AC079117.1 chr2 76985965 77009791 + -ENSG00000211984.2 AC079117.2 chr2 77020336 77020421 - -ENSG00000263447.1 AC079117.3 chr2 77041778 77041863 - -ENSG00000227088.1 AC084149.2 chr2 77652413 77654668 - -ENSG00000230968.1 AC084149.1 chr2 77672215 77673792 + -ENSG00000221704.2 AC105399.1 chr2 77731871 77731956 - -ENSG00000237077.1 AC105399.2 chr2 77788382 77793087 + -ENSG00000233605.2 AC073628.1 chr2 77915934 77918011 + -ENSG00000229494.1 AC012494.1 chr2 78088730 78127806 + -ENSG00000214429.3 CYCSP6 chr2 78412793 78413094 - -ENSG00000270470.1 RP11-601H16.1 chr2 78437850 78438921 + -ENSG00000234877.2 AC092660.1 chr2 78597911 78599406 + -ENSG00000202423.1 RNU6-827P chr2 78882447 78882552 + -ENSG00000200048.1 RNU6-812P chr2 78882628 78882734 + -ENSG00000143954.12 REG3G chr2 79025686 79028505 + -ENSG00000172023.7 REG1B chr2 79085030 79088019 - -ENSG00000115386.5 REG1A chr2 79120362 79123419 + -ENSG00000204787.8 REG1P chr2 79135503 79138427 - -ENSG00000172016.15 REG3A chr2 79157003 79159753 - -ENSG00000224879.1 AC011754.1 chr2 79158374 79185523 + -ENSG00000066032.18 CTNNA2 chr2 79185231 80648861 + -ENSG00000229385.1 AC010975.1 chr2 79493716 79500844 - -ENSG00000277171.1 RP11-191H23.1 chr2 79547151 79548128 - -ENSG00000230237.1 AC010975.2 chr2 79573764 79575593 - -ENSG00000252031.1 RNU6-561P chr2 79636862 79636963 - -ENSG00000266436.1 MIR4264 chr2 79649294 79649359 - -ENSG00000263566.1 AC096753.1 chr2 79794270 79794381 + -ENSG00000276917.1 MIR8080 chr2 79866495 79866583 - -ENSG00000224731.1 AC016716.2 chr2 80028012 80030551 - -ENSG00000223427.1 AC016716.1 chr2 80162428 80163135 - -ENSG00000221179.1 AC016670.1 chr2 80244623 80244718 + -ENSG00000162951.10 LRRTM1 chr2 80288351 80304749 - -ENSG00000237031.7 AC008067.2 chr2 80572681 80618777 - -ENSG00000230975.1 AC084193.1 chr2 80699388 80870190 - -ENSG00000234429.1 AC105342.1 chr2 81194337 81201184 - -ENSG00000231722.1 AC012075.1 chr2 81418723 81419302 - -ENSG00000235519.1 AC012075.2 chr2 81462695 81466946 - -ENSG00000200890.1 RNA5SP99 chr2 81496214 81496327 - -ENSG00000233444.1 AC013262.1 chr2 81666477 81666728 - -ENSG00000242118.3 RN7SL201P chr2 81967079 81967374 + -ENSG00000231781.1 AC079896.1 chr2 81983272 82005700 - -ENSG00000229560.1 LYARP1 chr2 82268427 82269927 - -ENSG00000252897.1 RNU6-685P chr2 82268612 82268706 + -ENSG00000201311.1 Y_RNA chr2 82307067 82307168 - -ENSG00000237498.2 AC010105.1 chr2 82479128 82538711 - -ENSG00000226860.1 AC109638.1 chr2 82609652 82609977 + -ENSG00000226700.1 MTND4P25 chr2 82814984 82815516 + -ENSG00000225045.1 MTND5P27 chr2 82815809 82817528 + -ENSG00000224695.1 MTND6P7 chr2 82817538 82818061 - -ENSG00000227789.1 AC098817.3 chr2 82818131 82819264 + -ENSG00000168129.8 AC098817.5 chr2 82856826 82857384 + -ENSG00000223977.1 AC138623.1 chr2 83218890 83219105 - -ENSG00000232548.1 AC010744.1 chr2 83522814 83523502 + -ENSG00000224627.1 RPL37P10 chr2 83594956 83595243 + -ENSG00000199295.1 RNU6-1312P chr2 83657735 83657842 + -ENSG00000228225.1 AC016908.1 chr2 84031140 84032358 + -ENSG00000228902.1 ST6GALNAC2P1 chr2 84039885 84040720 - -ENSG00000182814.7 FUNDC2P2 chr2 84290683 84292202 + -ENSG00000228272.1 AC106874.1 chr2 84315108 84350774 + -ENSG00000278669.1 AC106874.2 chr2 84374002 84374093 + -ENSG00000163541.11 SUCLG1 chr2 84423523 84460045 - -ENSG00000115423.18 DNAH6 chr2 84516455 84819589 + -ENSG00000259056.1 DUXAP1 chr2 84750769 84751231 + -ENSG00000235847.2 LDHAP7 chr2 84777259 84778223 - -ENSG00000186854.10 TRABD2A chr2 84821650 84907008 - -ENSG00000276362.1 RP11-241M13.2 chr2 84850711 84851148 + -ENSG00000213400.3 RPL12P18 chr2 84874696 84875020 + -ENSG00000279992.1 AC022210.1 chr2 84895085 84895221 - -ENSG00000034510.5 TMSB10 chr2 84905625 84906675 + -ENSG00000213399.3 AC022210.2 chr2 84915868 84916660 + -ENSG00000176407.17 KCMF1 chr2 84971093 85059472 + -ENSG00000260840.1 RP11-60H5.1 chr2 85064108 85067347 - -ENSG00000235463.1 AC078974.2 chr2 85068809 85069031 - -ENSG00000225787.1 LSM3P3 chr2 85102389 85102694 - -ENSG00000152284.4 TCF7L1 chr2 85133410 85310388 + -ENSG00000231134.1 TCF7L1-IT1 chr2 85186409 85187253 + -ENSG00000200701.1 RNU6-674P chr2 85204926 85205032 + -ENSG00000230299.1 AC093162.3 chr2 85262144 85262267 - -ENSG00000221579.1 AC093162.1 chr2 85299034 85299118 + -ENSG00000246575.2 AC093162.5 chr2 85315041 85316529 + -ENSG00000152291.13 TGOLN2 chr2 85318020 85328425 - -ENSG00000239143.1 Y_RNA chr2 85332895 85332996 - -ENSG00000270532.1 PEBP1P2 chr2 85341281 85341838 - -ENSG00000042445.13 RETSAT chr2 85342088 85354620 - -ENSG00000115459.17 ELMOD3 chr2 85354394 85391752 + -ENSG00000271014.1 RP11-717A5.1 chr2 85360798 85360925 - -ENSG00000202382.1 Y_RNA chr2 85367585 85367686 + -ENSG00000278590.1 RN7SL113P chr2 85368282 85368580 + -ENSG00000273196.1 RP11-717A5.2 chr2 85387074 85387146 - -ENSG00000042493.15 CAPG chr2 85394748 85418432 - -ENSG00000152292.16 SH2D6 chr2 85418721 85437029 + -ENSG00000207207.1 Y_RNA chr2 85434507 85434619 + -ENSG00000244399.3 RN7SL251P chr2 85442495 85442791 + -ENSG00000199936.1 Y_RNA chr2 85460144 85460252 - -ENSG00000229648.1 AC016753.7 chr2 85490930 85491780 - -ENSG00000168906.12 MAT2A chr2 85539165 85545280 + -ENSG00000115486.11 GGCX chr2 85544723 85561547 - -ENSG00000118640.10 VAMP8 chr2 85561562 85582031 + -ENSG00000280656.1 AC016753.1 chr2 85567662 85567737 - -ENSG00000276281.1 RN7SL126P chr2 85567662 85567960 - -ENSG00000281331.1 AC016753.2 chr2 85573870 85574886 - -ENSG00000168899.4 VAMP5 chr2 85584408 85593412 + -ENSG00000168894.9 RNF181 chr2 85595725 85597613 + -ENSG00000168890.13 TMEM150A chr2 85598548 85603196 - -ENSG00000168883.19 USP39 chr2 85602856 85649282 + -ENSG00000168887.10 C2orf68 chr2 85606654 85612066 - -ENSG00000168878.16 SFTPB chr2 85657314 85668741 - -ENSG00000115523.16 GNLY chr2 85685175 85698854 + -ENSG00000203363.2 AC012454.4 chr2 85686053 85687047 - -ENSG00000199687.1 RNU1-38P chr2 85728194 85728337 - -ENSG00000168874.12 ATOH8 chr2 85751344 85788066 + -ENSG00000278783.1 MIR6071 chr2 85783600 85783677 - -ENSG00000229498.1 AC105053.3 chr2 85815130 85825391 + -ENSG00000252321.1 RN7SKP83 chr2 85820435 85820612 - -ENSG00000115525.16 ST3GAL5 chr2 85839144 85889014 - -ENSG00000232504.4 ST3GAL5-AS1 chr2 85889280 85890980 + -ENSG00000272564.1 RP11-548P2.2 chr2 85904279 85904727 + -ENSG00000068654.15 POLR1A chr2 86020216 86106155 - -ENSG00000132300.18 PTCD3 chr2 86106182 86142157 + -ENSG00000208772.1 SNORD94 chr2 86135870 86136006 + -ENSG00000132305.20 IMMT chr2 86143932 86195770 - -ENSG00000200241.1 Y_RNA chr2 86159956 86160066 - -ENSG00000265420.1 MIR4779 chr2 86193026 86193108 - -ENSG00000273080.1 RP11-301O19.1 chr2 86195590 86196049 + -ENSG00000132313.14 MRPL35 chr2 86199355 86213794 + -ENSG00000068615.16 REEP1 chr2 86213993 86338083 - -ENSG00000202537.1 U8 chr2 86347062 86347195 - -ENSG00000251974.1 SNORA19 chr2 86364136 86364265 + -ENSG00000115548.16 KDM3A chr2 86440647 86492716 + -ENSG00000115561.14 CHMP3 chr2 86503430 86620493 - -ENSG00000249884.8 RNF103-CHMP3 chr2 86505668 86721122 - -ENSG00000200563.1 RNU6-640P chr2 86515204 86515308 - -ENSG00000228363.2 AC015971.2 chr2 86562070 86618766 + -ENSG00000281177.1 AC015971.3 chr2 86567320 86567464 - -ENSG00000252453.2 AC015971.1 chr2 86586140 86586230 + -ENSG00000239305.6 RNF103 chr2 86603393 86623866 - -ENSG00000153561.12 RMND5A chr2 86720173 86778041 + -ENSG00000281148.1 AC064848.1 chr2 86779030 86779127 - -ENSG00000153563.15 CD8A chr2 86784610 86808396 - -ENSG00000172116.21 CD8B chr2 86815339 86861924 - -ENSG00000233673.6 ANAPC1P1 chr2 86861825 86922693 + -ENSG00000213605.2 AC111200.2 chr2 86885075 86885731 - -ENSG00000187627.14 RGPD1 chr2 86907953 87013981 + -ENSG00000231351.2 AC111200.7 chr2 86930250 86930754 - -ENSG00000226114.1 AC111200.8 chr2 86934462 86934822 - -ENSG00000183281.14 PLGLB1 chr2 87002559 87021852 - -ENSG00000231259.4 AC125232.1 chr2 87031815 87053069 - -ENSG00000266931.1 RP11-1252D15.1 chr2 87055658 87055800 - -ENSG00000230395.1 AC092651.1 chr2 87118534 87120980 - -ENSG00000204745.3 AC083899.3 chr2 87125390 87196647 + -ENSG00000264793.1 MIR4771-1 chr2 87194786 87194859 + -ENSG00000233671.1 AC083899.1 chr2 87221113 87222488 - -ENSG00000281477.1 RP11-223J6.2 chr2 87249095 87253750 - -ENSG00000271097.1 RP11-223J6.1 chr2 87301658 87302251 + -ENSG00000233999.3 IGKV3OR2-268 chr2 87338511 87339035 + -ENSG00000224881.1 AC068279.3 chr2 87379880 87380767 - -ENSG00000280721.1 AC133644.2 chr2 87439523 87459044 - -ENSG00000222041.10 LINC00152 chr2 87455368 87606805 + -ENSG00000273445.1 RP11-1399P15.1 chr2 87477495 87478034 - -ENSG00000214354.3 AC133644.3 chr2 87565828 87566764 - -ENSG00000265507.1 MIR4435-1 chr2 87629755 87629834 + -ENSG00000225933.1 AC133965.1 chr2 87654890 87655243 + -ENSG00000234231.3 AC093616.4 chr2 87700984 87738105 + -ENSG00000125551.18 PLGLB2 chr2 87748087 87758793 + -ENSG00000185304.13 RGPD2 chr2 87755955 87825952 - -ENSG00000229604.2 MTATP8P2 chr2 87824942 87825143 + -ENSG00000225428.1 AC108479.1 chr2 87968609 87968971 + -ENSG00000233205.1 AC108479.2 chr2 87972656 87973082 + -ENSG00000275597.1 RP11-1378G18.1 chr2 87980714 87992858 - -ENSG00000222724.1 RNU2-63P chr2 88016354 88016547 - -ENSG00000172086.7 KRCC1 chr2 88027205 88055729 - -ENSG00000275955.1 AC108479.3 chr2 88055665 88055791 - -ENSG00000115593.14 SMYD1 chr2 88067780 88113387 + -ENSG00000265003.1 MIR4780 chr2 88082519 88082599 - -ENSG00000163586.9 FABP1 chr2 88122982 88128116 - -ENSG00000144115.16 THNSL2 chr2 88170295 88186636 + -ENSG00000221619.2 AC012671.1 chr2 88294592 88294679 + -ENSG00000232508.1 MRPL45P1 chr2 88364695 88365608 - -ENSG00000266309.1 AC012671.3 chr2 88374139 88374239 + -ENSG00000212133.1 RNU6-1168P chr2 88383494 88383597 - -ENSG00000252395.2 RNU6-1007P chr2 88414898 88415004 - -ENSG00000224291.1 AC012671.2 chr2 88428078 88428615 + -ENSG00000214336.4 FOXI3 chr2 88446787 88452656 - -ENSG00000274377.1 AC012671.4 chr2 88462767 88462867 - -ENSG00000172073.3 TEX37 chr2 88524651 88529584 + -ENSG00000225420.1 AC104134.2 chr2 88538720 88575610 + -ENSG00000172071.11 EIF2AK3 chr2 88556741 88627576 - -ENSG00000234028.3 AC062029.1 chr2 88627539 88631821 + -ENSG00000153574.8 RPIA chr2 88691644 88750935 + -ENSG00000230006.7 ANKRD36BP2 chr2 88765807 88806612 + -ENSG00000221686.1 AC244205.1 chr2 88767318 88767413 + -ENSG00000240040.5 AC096579.13 chr2 88811186 88861563 - -ENSG00000265510.1 MIR4436A chr2 88812370 88812454 + -ENSG00000211592.6 IGKC chr2 88857161 89245596 - -ENSG00000240671.2 IGKV1-8 chr2 88857361 88992931 - -ENSG00000241351.2 IGKV3-11 chr2 88857361 89027731 - -ENSG00000211593.2 IGKJ5 chr2 88860568 88860605 - -ENSG00000211594.2 IGKJ4 chr2 88860886 88860922 - -ENSG00000211595.2 IGKJ3 chr2 88861221 88861258 - -ENSG00000211596.3 IGKJ2 chr2 88861525 88861563 - -ENSG00000211597.2 IGKJ1 chr2 88861886 88861923 - -ENSG00000211598.2 IGKV4-1 chr2 88885397 88886153 + -ENSG00000211599.2 IGKV5-2 chr2 88897232 88897784 + -ENSG00000197794.2 IGKV7-3 chr2 88915081 88915378 - -ENSG00000225136.1 PGBD4P5 chr2 88922328 88922753 - -ENSG00000253435.1 IGKV2-4 chr2 88931666 88932380 - -ENSG00000243466.1 IGKV1-5 chr2 88947301 88947957 - -ENSG00000239855.1 IGKV1-6 chr2 88966262 88966767 - -ENSG00000243063.1 IGKV3-7 chr2 88978468 88979081 - -ENSG00000241755.1 IGKV1-9 chr2 89009982 89010515 - -ENSG00000253278.1 IGKV2-10 chr2 89019992 89020686 - -ENSG00000243290.1 IGKV1-12 chr2 89040224 89040745 - -ENSG00000253497.1 IGKV1-13 chr2 89045995 89046466 - -ENSG00000253265.1 IGKV2-14 chr2 89078010 89078784 - -ENSG00000244437.1 IGKV3-15 chr2 89085177 89085787 - -ENSG00000240864.3 IGKV1-16 chr2 89099859 89100361 - -ENSG00000240382.3 IGKV1-17 chr2 89117342 89117844 - -ENSG00000254157.1 IGKV2-18 chr2 89128724 89129483 - -ENSG00000253732.1 IGKV2-19 chr2 89134975 89135257 - -ENSG00000239951.1 IGKV3-20 chr2 89142574 89143160 - -ENSG00000211611.2 IGKV6-21 chr2 89159751 89160366 - -ENSG00000253578.1 IGKV1-22 chr2 89170775 89171212 - -ENSG00000253625.1 IGKV2-23 chr2 89172022 89172553 - -ENSG00000241294.1 IGKV2-24 chr2 89176328 89177160 - -ENSG00000253202.1 IGKV3-25 chr2 89192500 89192752 - -ENSG00000254098.1 IGKV2-26 chr2 89196096 89196829 - -ENSG00000277852.1 RP11-421K23.1 chr2 89203509 89203906 - -ENSG00000244575.3 IGKV1-27 chr2 89213423 89213928 - -ENSG00000244116.3 IGKV2-28 chr2 89221698 89222461 - -ENSG00000253998.3 IGKV2-29 chr2 89234174 89234912 - -ENSG00000243238.1 IGKV2-30 chr2 89244781 89245596 - -ENSG00000253158.1 IGKV3-31 chr2 89252211 89252736 - -ENSG00000253870.1 IGKV1-32 chr2 89253571 89254015 - -ENSG00000242076.2 IGKV1-33 chr2 89266494 89268506 - -ENSG00000253860.1 IGKV3-34 chr2 89275298 89275787 - -ENSG00000253461.1 IGKV1-35 chr2 89286689 89286973 - -ENSG00000253487.1 IGKV2-36 chr2 89295233 89295455 - -ENSG00000239862.1 IGKV1-37 chr2 89297264 89297785 - -ENSG00000253592.1 IGKV2-38 chr2 89309898 89310144 - -ENSG00000242371.1 IGKV1-39 chr2 89319625 89320146 - -ENSG00000273962.1 IGKV2-40 chr2 89330110 89330429 - -ENSG00000276861.1 5S_rRNA chr2 89600571 89600680 + -ENSG00000251039.2 IGKV2D-40 chr2 89851791 89852497 + -ENSG00000251546.1 IGKV1D-39 chr2 89862482 89862981 + -ENSG00000254009.1 IGKV2D-38 chr2 89872463 89872702 + -ENSG00000250036.1 IGKV1D-37 chr2 89884740 89885216 + -ENSG00000253127.1 IGKV2D-36 chr2 89887022 89887247 + -ENSG00000232747.2 IGKV1D-35 chr2 89895502 89895772 + -ENSG00000253501.1 IGKV3D-34 chr2 89906757 89907246 + -ENSG00000239975.2 IGKV1D-33 chr2 89913982 89916052 + -ENSG00000253191.1 IGKV1D-32 chr2 89928422 89928867 + -ENSG00000253999.1 IGKV3D-31 chr2 89929701 89930202 + -ENSG00000239571.1 IGKV2D-30 chr2 89936859 89937679 + -ENSG00000243264.2 IGKV2D-29 chr2 89947512 89948279 + -ENSG00000242534.2 IGKV2D-28 chr2 89959979 89960754 + -ENSG00000224607.4 IGKV1D-27 chr2 89968867 89969335 + -ENSG00000211623.2 IGKV2D-26 chr2 89985922 89986702 + -ENSG00000254097.1 IGKV3D-25 chr2 89989987 89990221 + -ENSG00000241566.1 IGKV2D-24 chr2 90004797 90005629 + -ENSG00000254345.1 IGKV2D-23 chr2 90009402 90009927 + -ENSG00000253365.1 IGKV1D-22 chr2 90010741 90011184 + -ENSG00000225523.2 IGKV6D-21 chr2 90021567 90022185 + -ENSG00000211625.2 IGKV3D-20 chr2 90038848 90039479 + -ENSG00000253765.1 IGKV2D-19 chr2 90046796 90047057 + -ENSG00000254220.1 IGKV2D-18 chr2 90052581 90053372 + -ENSG00000211626.2 IGKV6D-41 chr2 90069662 90070238 + -ENSG00000242766.1 IGKV1D-17 chr2 90082635 90083291 + -ENSG00000241244.1 IGKV1D-16 chr2 90100236 90100738 + -ENSG00000224041.3 IGKV3D-15 chr2 90114838 90115402 + -ENSG00000211632.3 IGKV3D-11 chr2 90114902 90173414 + -ENSG00000254292.1 IGKV2D-14 chr2 90121786 90122564 + -ENSG00000276566.1 IGKV1D-13 chr2 90154073 90154574 + -ENSG00000278857.1 IGKV1D-12 chr2 90159840 90160335 + -ENSG00000253906.1 IGKV2D-10 chr2 90179889 90180587 + -ENSG00000211633.3 IGKV1D-42 chr2 90190193 90190681 + -ENSG00000242580.1 IGKV1D-43 chr2 90209873 90210529 + -ENSG00000239819.2 IGKV1D-8 chr2 90220727 90221384 + -ENSG00000228325.5 IGKV3D-7 chr2 90234812 90235370 + -ENSG00000275490.1 CH17-132F21.4 chr2 90309230 90309333 + -ENSG00000270999.1 IGKV1OR2-118 chr2 90315366 90315836 - -ENSG00000265897.2 AC018696.1 chr2 90359809 90360032 - -ENSG00000281904.1 CH17-132F21.5 chr2 90365737 90367699 + -ENSG00000230964.1 AC018696.4 chr2 91578478 91578573 + -ENSG00000261600.1 RP11-575H3.1 chr2 91580336 91580863 + -ENSG00000278131.1 AC116050.1 chr2 91589494 91621421 + -ENSG00000143429.9 AC027612.6 chr2 91617160 91659972 - -ENSG00000222835.1 RNA5SP100 chr2 91674857 91674966 + -ENSG00000184303.5 DRD5P1 chr2 91684447 91685884 - -ENSG00000230572.5 AC027612.3 chr2 91686102 91714745 - -ENSG00000271627.1 RP11-165D20.1 chr2 91723023 91723605 + -ENSG00000223703.1 AC027612.4 chr2 91736726 91767439 + -ENSG00000232531.3 AC027612.1 chr2 91747940 91748986 - -ENSG00000238320.1 AC027612.2 chr2 91763925 91764018 + -ENSG00000236969.2 GGT8P chr2 91775944 91781169 + -ENSG00000235235.6 IGKV1OR2-1 chr2 91817771 91818248 + -ENSG00000214330.4 ABCD1P5 chr2 91840601 91843802 + -ENSG00000237085.2 AC127391.3 chr2 91859384 91859481 + -ENSG00000227497.1 PABPC1P6 chr2 91877969 91880195 + -ENSG00000214329.7 SLC9B1P2 chr2 91883076 91931714 - -ENSG00000226481.3 ACTR3BP2 chr2 91940668 91942040 + -ENSG00000234898.1 CHEK2P3 chr2 91957436 91963610 + -ENSG00000235147.1 AC128677.3 chr2 92006680 92007121 - -ENSG00000223816.5 IGKV1OR2-2 chr2 92034522 92035000 - -ENSG00000261522.5 RP11-407P15.1 chr2 94575976 94587183 - -ENSG00000259916.1 RP11-407P15.2 chr2 94588522 94604573 + -ENSG00000237383.1 CNN2P11 chr2 94725674 94725935 - -ENSG00000227265.2 AC073464.4 chr2 94734655 94735844 - -ENSG00000213355.3 CNN2P8 chr2 94737337 94738249 + -ENSG00000234837.1 AC073464.6 chr2 94750582 94751293 + -ENSG00000223564.1 CYP4F32P chr2 94759259 94760279 - -ENSG00000232502.1 AC073464.7 chr2 94760774 94761116 - -ENSG00000235571.1 SNX18P14 chr2 94786688 94787261 - -ENSG00000204717.4 AC073464.11 chr2 94795808 94806452 - -ENSG00000229089.6 ANKRD20A8P chr2 94811046 94857282 - -ENSG00000212140.1 RNU6-1320P chr2 94846533 94846639 - -ENSG00000278631.1 RP11-71B7.1 chr2 94861362 94862667 + -ENSG00000259848.8 AC097374.2 chr2 94867486 94947341 - -ENSG00000163060.7 TEKT4 chr2 94871433 94876829 + -ENSG00000237055.1 AC097374.3 chr2 94899566 94900661 - -ENSG00000232128.1 AC097374.4 chr2 94900990 94901602 + -ENSG00000233158.1 RPS24P6 chr2 94912432 94912831 + -ENSG00000231331.1 AC103563.2 chr2 94953161 94953593 - -ENSG00000232594.1 AC103563.3 chr2 94961047 94961503 - -ENSG00000233105.1 AC103563.4 chr2 94964473 94964836 - -ENSG00000224585.1 AC103563.5 chr2 94971954 94972167 - -ENSG00000233447.1 AC103563.6 chr2 94974544 94974838 - -ENSG00000235186.1 AC103563.7 chr2 94991880 94994362 + -ENSG00000277591.1 RN7SL575P chr2 95003545 95003843 - -ENSG00000233850.1 AC103563.8 chr2 95025193 95026709 - -ENSG00000172005.10 MAL chr2 95025677 95053996 + -ENSG00000231062.1 AC103563.9 chr2 95051395 95053176 - -ENSG00000144029.11 MRPS5 chr2 95087207 95149434 - -ENSG00000144026.11 ZNF514 chr2 95147330 95165413 - -ENSG00000275111.4 ZNF2 chr2 95165432 95184317 + -ENSG00000275768.1 RP11-11P22.1 chr2 95196449 95197357 - -ENSG00000233757.6 AC092835.2 chr2 95207535 95259774 + -ENSG00000155066.15 PROM2 chr2 95274453 95291308 + -ENSG00000115041.12 KCNIP3 chr2 95297304 95386083 + -ENSG00000235129.1 FABP7P2 chr2 95368507 95368885 - -ENSG00000115042.9 FAHD2A chr2 95402721 95416616 + -ENSG00000248821.1 AC009238.6 chr2 95413456 95414296 - -ENSG00000233275.1 AC009238.8 chr2 95434759 95435113 + -ENSG00000227120.1 AC009238.7 chr2 95436133 95436556 + -ENSG00000204705.3 UBTFL5 chr2 95450310 95451500 - -ENSG00000277747.1 RP11-404J24.1 chr2 95460144 95460336 - -ENSG00000234903.1 AC133104.2 chr2 95468863 95469778 - -ENSG00000144010.8 TRIM43B chr2 95477164 95482714 - -ENSG00000238162.1 AC009237.4 chr2 95485541 95485805 + -ENSG00000223917.1 AC009237.2 chr2 95486480 95488627 - -ENSG00000237308.1 AC009237.5 chr2 95496022 95496531 - -ENSG00000224719.1 AC009237.6 chr2 95502791 95505059 + -ENSG00000226185.1 TRIM64FP chr2 95514827 95520107 + -ENSG00000272913.1 RP11-440D17.3 chr2 95525109 95526702 - -ENSG00000229689.3 AC009237.8 chr2 95525345 95532405 + -ENSG00000236431.1 AC009237.11 chr2 95536117 95536495 - -ENSG00000273305.1 RP11-440D17.4 chr2 95537969 95538469 + -ENSG00000233037.2 AC009237.10 chr2 95542730 95543230 - -ENSG00000168992.4 OR7E102P chr2 95546531 95547545 + -ENSG00000232717.1 TRIM51JP chr2 95574899 95580764 + -ENSG00000274028.1 RP11-440D17.5 chr2 95588149 95589253 + -ENSG00000230083.1 AC009237.13 chr2 95590969 95591206 - -ENSG00000144015.4 TRIM43 chr2 95592018 95599778 + -ENSG00000236026.1 AC009237.14 chr2 95606924 95607152 + -ENSG00000271003.1 RP11-440D17.1 chr2 95607073 95616592 + -ENSG00000270193.1 RP11-440D17.2 chr2 95616492 95617233 + -ENSG00000204699.4 UBTFL3 chr2 95625213 95626236 + -ENSG00000275497.1 RP11-440D17.6 chr2 95633850 95636106 + -ENSG00000235959.1 AC009237.17 chr2 95640181 95640604 - -ENSG00000236750.1 AC009237.16 chr2 95641634 95641980 - -ENSG00000235584.2 AC008268.1 chr2 95666084 95668715 + -ENSG00000237510.7 AC008268.2 chr2 95789654 95800166 + -ENSG00000232931.5 LINC00342 chr2 95807118 95816215 - -ENSG00000174501.14 ANKRD36C chr2 95836919 95991831 - -ENSG00000275961.1 RN7SL210P chr2 96004563 96004850 - -ENSG00000231584.8 FAHD2CP chr2 96010551 96023380 + -ENSG00000186281.12 GPAT2 chr2 96021946 96039451 - -ENSG00000274286.1 ADRA2B chr2 96112875 96116245 - -ENSG00000188886.3 ASTL chr2 96123850 96138436 - -ENSG00000158050.4 DUSP2 chr2 96143166 96145440 - -ENSG00000228873.1 AC012307.2 chr2 96145602 96147012 - -ENSG00000084090.13 STARD7 chr2 96184859 96208825 - -ENSG00000204685.6 STARD7-AS1 chr2 96208416 96242621 + -ENSG00000135956.8 TMEM127 chr2 96248516 96265994 - -ENSG00000144021.2 CIAO1 chr2 96266132 96273349 + -ENSG00000144028.14 SNRNP200 chr2 96274336 96305515 - -ENSG00000230747.1 AC021188.4 chr2 96307263 96321731 - -ENSG00000198885.9 ITPRIPL1 chr2 96325331 96330517 + -ENSG00000121152.9 NCAPH chr2 96335787 96373845 + -ENSG00000163121.9 NEURL3 chr2 96497643 96508109 - -ENSG00000235480.1 RP11-363D14.1 chr2 96527940 96532306 - -ENSG00000196843.15 ARID5A chr2 96536743 96552638 + -ENSG00000114982.17 KANSL3 chr2 96593170 96642787 - -ENSG00000249715.9 FER1L5 chr2 96642737 96704887 + -ENSG00000114988.11 LMAN2L chr2 96705929 96740064 - -ENSG00000158158.11 CNNM4 chr2 96760902 96811891 + -ENSG00000264157.2 AC092636.1 chr2 96798268 96798378 + -ENSG00000280510.1 AC092636.2 chr2 96809473 96809614 + -ENSG00000273265.1 RP11-353K11.1 chr2 96812239 96813657 - -ENSG00000168763.15 CNNM3 chr2 96816245 96833911 + -ENSG00000163126.14 ANKRD23 chr2 96824526 96857934 - -ENSG00000213337.8 ANKRD39 chr2 96836611 96858095 - -ENSG00000168758.10 SEMA4C chr2 96859716 96870757 - -ENSG00000168754.13 FAM178B chr2 96875882 97018438 - -ENSG00000274206.1 Metazoa_SRP chr2 96938923 96939203 + -ENSG00000252845.1 RNA5SP101 chr2 96956708 96956815 - -ENSG00000275094.1 RP11-219H23.1 chr2 97000436 97001593 - -ENSG00000273634.1 RP11-219H23.2 chr2 97008368 97009104 - -ENSG00000248134.1 AC079395.1 chr2 97018343 97018604 - -ENSG00000144188.9 TRIM43CP chr2 97025981 97031636 - -ENSG00000230343.1 AC018892.8 chr2 97034442 97034706 + -ENSG00000236847.1 AC018892.3 chr2 97035461 97037549 - -ENSG00000270748.1 IGKV2OR2-1 chr2 97046588 97046891 + -ENSG00000271402.1 IGKV2OR2-2 chr2 97050729 97051028 + -ENSG00000204670.7 IGKV1OR2-3 chr2 97060128 97060415 + -ENSG00000188383.8 AC018892.9 chr2 97081098 97083249 + -ENSG00000144199.11 FAHD2B chr2 97083583 97094882 - -ENSG00000279791.1 RP11-499E14.1 chr2 97094935 97097433 + -ENSG00000275655.1 RN7SL313P chr2 97100587 97100874 + -ENSG00000135976.16 ANKRD36 chr2 97113496 97264521 + -ENSG00000277701.4 RP11-734K23.9 chr2 97281904 97291780 + -ENSG00000237837.1 AC159540.3 chr2 97301729 97304151 + -ENSG00000271351.1 IGKV1OR2-9 chr2 97322137 97322423 - -ENSG00000276050.1 IGKV2OR2-10 chr2 97331533 97331843 - -ENSG00000271015.1 IGKV2OR2-7 chr2 97335671 97335974 - -ENSG00000270252.1 IGKV3OR2-5 chr2 97348899 97349179 + -ENSG00000271569.1 IGKV1OR2-6 chr2 97355059 97355335 + -ENSG00000270450.1 IGKV2OR2-7D chr2 97372532 97372835 + -ENSG00000278537.1 IGKV2OR2-8 chr2 97376674 97376973 + -ENSG00000270187.1 IGKV1OR2-11 chr2 97386082 97386368 + -ENSG00000230606.10 AC159540.1 chr2 97416165 97433527 - -ENSG00000278766.2 AC159540.2 chr2 97421075 97434847 + -ENSG00000196912.12 ANKRD36B chr2 97492663 97589965 - -ENSG00000235833.1 AC159540.14 chr2 97523949 97524976 - -ENSG00000228970.6 UBTFL6 chr2 97636780 97637803 - -ENSG00000135940.6 COX5B chr2 97646040 97648383 + -ENSG00000115073.7 ACTR1B chr2 97655963 97664107 - -ENSG00000228486.9 LINC01125 chr2 97664217 97703064 + -ENSG00000201806.1 RNU4-8P chr2 97664591 97664731 - -ENSG00000115085.13 ZAP70 chr2 97713560 97739862 + -ENSG00000075568.16 TMEM131 chr2 97756333 97995891 - -ENSG00000235734.4 HMGN1P36 chr2 97827248 97827545 + -ENSG00000238719.1 RNU7-96P chr2 97913054 97913117 - -ENSG00000168658.18 VWA3B chr2 98087116 98313299 + -ENSG00000231635.1 ATP5BP1 chr2 98206151 98207724 + -ENSG00000222000.7 AC092675.3 chr2 98331389 98356005 - -ENSG00000144191.11 CNGA3 chr2 98346155 98398601 + -ENSG00000227987.1 AC092675.4 chr2 98346995 98351140 + -ENSG00000040933.15 INPP4A chr2 98444854 98594390 + -ENSG00000183513.8 COA5 chr2 98599310 98608515 - -ENSG00000115446.11 UNC50 chr2 98608579 98618515 + -ENSG00000071073.12 MGAT4A chr2 98619106 98731126 - -ENSG00000236564.1 YWHAQP5 chr2 98694109 98695490 + -ENSG00000226791.6 AC109826.1 chr2 98761938 98772920 - -ENSG00000201070.1 RNU4-84P chr2 98782410 98782548 + -ENSG00000196872.10 KIAA1211L chr2 98793846 98936259 - -ENSG00000238830.1 RNU7-46P chr2 98840675 98840736 - -ENSG00000135951.14 TSGA10 chr2 98997261 99154964 - -ENSG00000231822.1 AC019097.7 chr2 99102018 99102752 + -ENSG00000273045.5 C2orf15 chr2 99141485 99151487 + -ENSG00000241962.9 C2orf15 chr2 99141485 99322741 + -ENSG00000144182.16 LIPT1 chr2 99154955 99163157 + -ENSG00000273155.1 RP11-38C17.1 chr2 99154998 99195298 + -ENSG00000158411.10 MITD1 chr2 99161427 99181058 - -ENSG00000185414.19 MRPL30 chr2 99181079 99197626 + -ENSG00000185674.9 LYG2 chr2 99242246 99255282 - -ENSG00000144214.9 LYG1 chr2 99284238 99304742 - -ENSG00000115514.11 TXNDC9 chr2 99318982 99340702 - -ENSG00000158417.10 EIF5B chr2 99337353 99401326 + -ENSG00000135945.9 REV1 chr2 99400475 99490035 - -ENSG00000273306.1 RP11-527J8.1 chr2 99405218 99405843 + -ENSG00000222274.1 AC018690.1 chr2 99520103 99520232 + -ENSG00000144218.18 AFF3 chr2 99545419 100142739 - -ENSG00000281739.1 AC093373.1 chr2 99601512 99601640 - -ENSG00000230393.1 AC092667.2 chr2 100104919 100107504 + -ENSG00000232084.5 LINC01104 chr2 100208254 100251484 + -ENSG00000170500.12 LONRF2 chr2 100273291 100322733 - -ENSG00000269383.2 RP11-292K15.2 chr2 100370255 100370545 - -ENSG00000270699.1 RP11-292K15.1 chr2 100377421 100377532 + -ENSG00000115526.10 CHST10 chr2 100391860 100417656 - -ENSG00000238029.1 AC012493.1 chr2 100425348 100426107 + -ENSG00000204640.1 NMS chr2 100470482 100483280 + -ENSG00000204637.4 AC068538.2 chr2 100509277 100509612 + -ENSG00000115539.13 PDCL3 chr2 100562690 100576735 + -ENSG00000227259.2 HMGN2P22 chr2 100591150 100591324 - -ENSG00000234988.1 AC068538.4 chr2 100607028 100609358 + -ENSG00000226034.2 NANOGNBP1 chr2 100660199 100660678 + -ENSG00000234169.1 AC092168.3 chr2 100669892 100676038 - -ENSG00000228488.1 AC092168.4 chr2 100722221 100722882 - -ENSG00000170485.16 NPAS2 chr2 100820152 100996829 + -ENSG00000232034.1 AC092168.2 chr2 100822661 100847220 + -ENSG00000230140.5 AC016738.3 chr2 100972648 100977161 - -ENSG00000223947.1 AC016738.4 chr2 100993676 101002244 - -ENSG00000071082.10 RPL31 chr2 101001715 101024032 + -ENSG00000204634.12 TBC1D8 chr2 101007617 101252866 - -ENSG00000281681.1 Metazoa_SRP chr2 101023045 101023308 - -ENSG00000271532.1 RP11-426K3.1 chr2 101068378 101068656 + -ENSG00000272902.2 RP11-299H21.1 chr2 101151660 101155412 + -ENSG00000280738.1 AC013722.1 chr2 101231916 101232049 + -ENSG00000158435.7 CNOT11 chr2 101252802 101270316 + -ENSG00000163162.8 RNF149 chr2 101271219 101308701 - -ENSG00000212283.1 SNORD89 chr2 101272936 101273049 - -ENSG00000264857.1 MIR5696 chr2 101309450 101309534 + -ENSG00000175874.9 CREG2 chr2 101345551 101387595 - -ENSG00000226058.1 AC092570.1 chr2 101375587 101376055 + -ENSG00000196460.12 RFX8 chr2 101397361 101474703 - -ENSG00000223826.1 AC092570.2 chr2 101479390 101486822 + -ENSG00000237549.1 AC092570.3 chr2 101509530 101510222 - -ENSG00000232556.1 AC092570.4 chr2 101520834 101521976 - -ENSG00000071054.15 MAP4K4 chr2 101696850 101894689 + -ENSG00000281162.2 LINC01127 chr2 101962056 101987167 + -ENSG00000115590.13 IL1R2 chr2 101991844 102028544 + -ENSG00000115594.11 IL1R1 chr2 102064544 102179874 + -ENSG00000226925.1 AC007271.3 chr2 102172621 102182108 - -ENSG00000115598.9 IL1RL2 chr2 102186973 102240002 + -ENSG00000205716.4 FAM183DP chr2 102249857 102250255 - -ENSG00000115602.16 IL1RL1 chr2 102311502 102352037 + -ENSG00000115604.10 IL18R1 chr2 102311529 102398775 + -ENSG00000236785.1 AC007248.7 chr2 102411243 102412108 + -ENSG00000115607.9 IL18RAP chr2 102418689 102452565 + -ENSG00000264764.1 MIR4772 chr2 102432289 102432366 + -ENSG00000236525.1 AC007278.2 chr2 102433957 102435340 + -ENSG00000234389.1 AC007278.3 chr2 102438713 102440475 + -ENSG00000180251.4 SLC9A4 chr2 102473303 102533972 + -ENSG00000115616.2 SLC9A2 chr2 102619707 102711318 + -ENSG00000135953.10 MFSD9 chr2 102715840 102736888 - -ENSG00000170417.14 TMEM182 chr2 102736908 102843893 + -ENSG00000277527.1 AC007251.2 chr2 102873339 102895722 - -ENSG00000224095.1 AC108051.1 chr2 102967408 102984429 - -ENSG00000227680.1 AC108051.2 chr2 102987323 102988565 + -ENSG00000224850.1 AC108051.3 chr2 103011779 103019898 + -ENSG00000229209.1 AC073987.1 chr2 103109759 103176260 - -ENSG00000227623.1 AC073987.2 chr2 103275904 103276138 + -ENSG00000236596.1 AC092568.1 chr2 103494241 103495842 + -ENSG00000221849.2 AC018880.1 chr2 103527620 103529261 + -ENSG00000231723.1 AC018880.2 chr2 103623630 103623830 + -ENSG00000232597.5 AC013727.1 chr2 103856659 103880209 - -ENSG00000236141.1 AC013727.2 chr2 103865746 103869688 - -ENSG00000256637.6 RP11-76I14.1 chr2 103874310 104077778 + -ENSG00000273515.1 DAOA-AS1_2 chr2 103953098 103953284 - -ENSG00000228968.1 AC096554.1 chr2 104125268 104147229 - -ENSG00000233955.1 AHCYP3 chr2 104395002 104396280 - -ENSG00000227157.1 AC068535.2 chr2 104411201 104415612 + -ENSG00000225765.1 AC068535.3 chr2 104412227 104414008 - -ENSG00000235597.1 LINC01102 chr2 104433267 104520832 + -ENSG00000280979.1 AC068535.1 chr2 104488257 104488351 - -ENSG00000234781.2 LINC01103 chr2 104488458 104510509 - -ENSG00000199727.2 U3 chr2 104532773 104532985 + -ENSG00000221654.1 AC013402.1 chr2 104568817 104568920 - -ENSG00000231626.1 AC013402.4 chr2 104580821 104581890 - -ENSG00000236109.1 AC013402.3 chr2 104583152 104585354 + -ENSG00000230690.1 AC013402.5 chr2 104659337 104664837 + -ENSG00000225669.1 RPL23AP27 chr2 104678223 104678673 + -ENSG00000228528.1 AC068057.1 chr2 104703758 104705509 + -ENSG00000279904.1 CTD-2015C24.1 chr2 104706612 104707506 + -ENSG00000207249.1 SNORA72 chr2 104733234 104733362 + -ENSG00000234177.5 LINC01114 chr2 104746638 104757719 - -ENSG00000213301.2 HMGB3P11 chr2 104771282 104771885 + -ENSG00000233639.5 LINC01158 chr2 104807572 104853183 - -ENSG00000269707.1 RP11-13J10.1 chr2 104853285 104926052 + -ENSG00000198914.2 POU3F3 chr2 104855511 104860471 + -ENSG00000239587.1 AC018730.4 chr2 104865407 104867496 - -ENSG00000229743.2 LINC01159 chr2 104865497 104872595 - -ENSG00000224509.2 AC010884.1 chr2 104936241 105038496 - -ENSG00000263685.1 AC010884.2 chr2 104992902 104992980 - -ENSG00000135972.8 MRPS9 chr2 105037983 105099960 + -ENSG00000231851.5 AC104655.2 chr2 105097052 105102944 - -ENSG00000226508.1 AC104655.3 chr2 105144113 105145424 + -ENSG00000135973.2 GPR45 chr2 105241743 105243049 + -ENSG00000272861.1 RP11-332H14.1 chr2 105249404 105249794 - -ENSG00000135966.12 TGFBRAP1 chr2 105264391 105330034 - -ENSG00000281871.1 AC012360.1 chr2 105279938 105280038 + -ENSG00000235319.1 AC012360.4 chr2 105324210 105330529 + -ENSG00000272994.1 RP11-332H14.2 chr2 105334027 105337475 - -ENSG00000135974.9 C2orf49 chr2 105337359 105349211 + -ENSG00000115641.18 FHL2 chr2 105357712 105438513 - -ENSG00000238273.3 AC012360.6 chr2 105363038 105378839 + -ENSG00000071051.13 NCK2 chr2 105744897 105894274 + -ENSG00000235522.6 AC009505.2 chr2 105846534 105857177 - -ENSG00000234162.1 AC009505.4 chr2 105959084 105962006 - -ENSG00000119147.9 C2orf40 chr2 106063246 106078159 + -ENSG00000115652.14 UXS1 chr2 106093303 106194339 - -ENSG00000233339.1 AC018878.3 chr2 106179542 106183797 + -ENSG00000273595.1 RP11-707E21.1 chr2 106207394 106208115 + -ENSG00000213295.3 AC092106.2 chr2 106247369 106247741 + -ENSG00000224061.1 AC092106.1 chr2 106253231 106253717 - -ENSG00000230353.5 AC114755.2 chr2 106288803 106289053 - -ENSG00000233939.1 AC114755.4 chr2 106304755 106305197 + -ENSG00000227513.1 AC114755.3 chr2 106344566 106345433 + -ENSG00000229682.1 AC114755.5 chr2 106368209 106368876 - -ENSG00000235486.1 AC114755.7 chr2 106369724 106378247 + -ENSG00000240935.6 PLGLA chr2 106382171 106393031 + -ENSG00000153165.18 RGPD3 chr2 106391290 106468376 - -ENSG00000237666.2 AC108868.3 chr2 106470799 106477669 - -ENSG00000254126.6 CD8BP chr2 106487427 106506940 + -ENSG00000231505.1 AC108868.5 chr2 106521903 106538079 - -ENSG00000232001.1 AC108868.6 chr2 106543014 106544297 + -ENSG00000214199.3 EEF1A1P12 chr2 106697331 106698676 - -ENSG00000144057.15 ST6GAL2 chr2 106801600 106887108 - -ENSG00000238250.1 ST6GAL2-IT1 chr2 106822923 106825031 - -ENSG00000227294.1 AC016994.2 chr2 106834464 106841207 + -ENSG00000229360.1 PPP1R2P5 chr2 106940880 106941482 - -ENSG00000226905.1 AC005040.3 chr2 106963193 106963674 + -ENSG00000229457.1 AC006227.1 chr2 107254691 107365873 - -ENSG00000225588.2 AC096669.1 chr2 107362282 107407329 + -ENSG00000237880.1 AC096669.2 chr2 107385632 107542649 - -ENSG00000224568.1 AC096669.3 chr2 107529487 107556326 + -ENSG00000232991.5 GACAT1 chr2 107754112 107822129 + -ENSG00000230651.7 RGPD4-AS1 chr2 107823063 107826891 - -ENSG00000196862.9 RGPD4 chr2 107826937 107890841 + -ENSG00000233494.1 AC009963.3 chr2 107902997 107903134 - -ENSG00000227270.1 AC009963.4 chr2 107903964 107904241 + -ENSG00000237745.1 AC009963.5 chr2 107914948 107915286 + -ENSG00000235325.1 AC009963.6 chr2 107920763 107921248 - -ENSG00000115665.8 SLC5A7 chr2 107986523 108013994 + -ENSG00000231221.1 LINC01593 chr2 108049200 108052755 - -ENSG00000229890.1 ACTP1 chr2 108099110 108099492 + -ENSG00000225328.1 LINC01594 chr2 108167748 108217841 - -ENSG00000236877.2 SETD6P1 chr2 108226015 108226331 - -ENSG00000196228.3 SULT1C3 chr2 108247195 108265351 + -ENSG00000227597.1 WASF1P1 chr2 108276812 108277942 + -ENSG00000198203.9 SULT1C2 chr2 108288639 108309915 + -ENSG00000261209.1 SULT1C2P2 chr2 108317725 108318611 + -ENSG00000237223.6 SULT1C2P1 chr2 108322238 108353799 + -ENSG00000271070.1 GMCL1P2 chr2 108367116 108367938 + -ENSG00000198075.9 SULT1C4 chr2 108377911 108388057 + -ENSG00000271284.1 SMIM12P1 chr2 108423612 108423885 + -ENSG00000135968.19 GCC2 chr2 108448561 108509415 + -ENSG00000214184.3 GCC2-AS1 chr2 108507515 108534196 - -ENSG00000169756.16 LIMS1 chr2 108534355 108687246 + -ENSG00000228763.1 LIMS1-AS1 chr2 108676795 108678601 - -ENSG00000233648.1 AC010095.6 chr2 108694750 108694893 - -ENSG00000235644.1 AC010095.7 chr2 108712262 108712900 - -ENSG00000153201.15 RANBP2 chr2 108719481 108785811 + -ENSG00000163006.11 CCDC138 chr2 108786757 108885477 + -ENSG00000227470.1 AC073415.2 chr2 108878308 108878460 + -ENSG00000135960.9 EDAR chr2 108894471 108989372 - -ENSG00000277628.1 Metazoa_SRP chr2 109124357 109124609 - -ENSG00000259863.1 SH3RF3-AS1 chr2 109127327 109128930 - -ENSG00000172985.10 SH3RF3 chr2 109129348 109504632 + -ENSG00000264934.1 MIR4265 chr2 109141490 109141588 - -ENSG00000228551.1 SNRPGP9 chr2 109251422 109251646 + -ENSG00000265965.1 MIR4266 chr2 109313571 109313625 - -ENSG00000279515.1 FLJ20019 chr2 109344229 109344918 - -ENSG00000186522.14 SEPT10 chr2 109542982 109614206 - -ENSG00000237916.1 RP11-537E18.1 chr2 109552536 109552846 + -ENSG00000230696.1 AC011753.5 chr2 109594693 109605698 - -ENSG00000198142.4 SOWAHC chr2 109614334 109618990 + -ENSG00000230603.1 AC011753.6 chr2 109665209 109665742 + -ENSG00000231099.1 BMS1P19 chr2 109667128 109668002 + -ENSG00000233307.1 AC109815.2 chr2 109732731 109733136 + -ENSG00000233707.3 RPL22P11 chr2 109737139 109737523 - -ENSG00000282033.1 RP11-506F3.1 chr2 109758799 109760364 - -ENSG00000015568.12 RGPD5 chr2 109792758 109857695 + -ENSG00000256977.10 LIMS3 chr2 109898428 109924868 + -ENSG00000186148.11 AC013271.3 chr2 109933161 109985124 + -ENSG00000240069.1 GPAA1P1 chr2 109984058 109984988 + -ENSG00000225108.1 ZBTB45P1 chr2 109986939 109988394 - -ENSG00000204588.5 LINC01123 chr2 109987063 109996140 + -ENSG00000235721.1 AC013268.3 chr2 110007675 110010783 + -ENSG00000229730.2 AC013268.4 chr2 110012265 110012601 - -ENSG00000265682.1 MIR4267 chr2 110069961 110070042 - -ENSG00000144063.3 MALL chr2 110083870 110116566 - -ENSG00000264979.1 MIR4436B1 chr2 110086433 110086523 - -ENSG00000144061.12 NPHP1 chr2 110122311 110205066 - -ENSG00000212091.1 AC013268.1 chr2 110126732 110126824 - -ENSG00000233370.1 AC092664.1 chr2 110184054 110185179 + -ENSG00000175701.10 LINC00116 chr2 110211529 110245420 - -ENSG00000261760.6 RP11-1223D19.1 chr2 110231106 110266559 + -ENSG00000282304.1 RP11-1223D19.3 chr2 110245591 110285856 + -ENSG00000282785.1 RP11-1223D19.2 chr2 110279606 110285681 + -ENSG00000263881.1 MIR4436B2 chr2 110284853 110284943 + -ENSG00000264336.1 AC140479.1 chr2 110301312 110301393 + -ENSG00000226991.2 AC112229.6 chr2 110358790 110359126 + -ENSG00000230650.1 AC112229.1 chr2 110360608 110363737 - -ENSG00000175772.10 LINC01106 chr2 110375138 110384442 - -ENSG00000226065.1 ZBTB45P2 chr2 110383112 110384642 + -ENSG00000230596.2 GPAA1P2 chr2 110386377 110388163 - -ENSG00000273471.1 RP13-1039J1.4 chr2 110386411 110433673 - -ENSG00000184115.16 RP13-1039J1.2 chr2 110402914 110435166 - -ENSG00000257207.5 AC108938.5 chr2 110402934 110473075 - -ENSG00000256671.6 LIMS3L chr2 110446640 110473075 - -ENSG00000227574.2 RP13-1039J1.3 chr2 110449242 110451064 + -ENSG00000231583.1 AC108938.3 chr2 110500100 110500235 + -ENSG00000183054.11 RGPD6 chr2 110513812 110577185 - -ENSG00000231536.1 AC123886.2 chr2 110610916 110612404 + -ENSG00000216867.2 AC114776.1 chr2 110633947 110634333 + -ENSG00000169679.14 BUB1 chr2 110637698 110678114 - -ENSG00000235881.2 AC114776.3 chr2 110709575 110716595 - -ENSG00000153093.18 ACOXL chr2 110732573 111118222 + -ENSG00000236330.1 RPL5P9 chr2 110967834 110968719 + -ENSG00000204581.2 AC096670.3 chr2 111098345 111115588 - -ENSG00000153094.21 BCL2L11 chr2 111119378 111168447 + -ENSG00000230499.1 AC108463.1 chr2 111195963 111206494 + -ENSG00000172965.14 MIR4435-2HG chr2 111196350 111495100 - -ENSG00000227992.1 AC108463.2 chr2 111203964 111206215 - -ENSG00000271590.1 RP11-181E10.3 chr2 111210995 111212476 - -ENSG00000229118.1 AC068491.2 chr2 111265283 111279880 + -ENSG00000270190.1 RP11-803D5.4 chr2 111266868 111267473 - -ENSG00000226928.1 RPS14P4 chr2 111295629 111296046 - -ENSG00000266139.1 MIR4435-2 chr2 111321012 111321091 - -ENSG00000279191.1 RP11-803D5.1 chr2 111321433 111324812 - -ENSG00000223973.2 AC068491.3 chr2 111383752 111384992 + -ENSG00000280878.1 RP11-68E19.2 chr2 111468810 111637967 + -ENSG00000240350.2 AC017002.1 chr2 111491273 111570974 + -ENSG00000224959.1 AC017002.2 chr2 111491943 111494811 - -ENSG00000271635.1 RP11-68E19.1 chr2 111558413 111559937 - -ENSG00000225744.1 AC017002.4 chr2 111607841 111612518 + -ENSG00000237583.1 AC093166.1 chr2 111675026 111675343 + -ENSG00000227842.1 AC093166.2 chr2 111717508 111717837 + -ENSG00000228615.1 AC093166.3 chr2 111742586 111744662 + -ENSG00000153107.11 ANAPC1 chr2 111766271 111884690 - -ENSG00000266063.1 MIR4771-2 chr2 111771061 111771134 - -ENSG00000230958.1 AC093166.4 chr2 111865798 111866405 + -ENSG00000236307.2 EEF1E1P1 chr2 111887914 111888741 + -ENSG00000153208.16 MERTK chr2 111898479 112029561 + -ENSG00000240183.3 RN7SL297P chr2 111930175 111930467 + -ENSG00000225496.1 AC104651.2 chr2 111940302 111941036 - -ENSG00000232277.1 AC104651.3 chr2 111952144 111952671 - -ENSG00000153214.9 TMEM87B chr2 112055223 112119318 + -ENSG00000144152.12 FBLN7 chr2 112138385 112188216 + -ENSG00000278962.1 RP11-399B17.1 chr2 112188364 112190635 + -ENSG00000144161.12 ZC3H8 chr2 112211525 112255136 - -ENSG00000188177.13 ZC3H6 chr2 112275594 112340063 + -ENSG00000235258.1 AC115115.3 chr2 112286057 112286422 - -ENSG00000236555.1 AC115115.4 chr2 112346011 112346258 + -ENSG00000169629.11 RGPD8 chr2 112370092 112434488 - -ENSG00000114999.7 TTL chr2 112482154 112541739 + -ENSG00000125630.15 POLR1B chr2 112541915 112577150 + -ENSG00000207383.1 Y_RNA chr2 112579484 112579584 - -ENSG00000125611.15 CHCHD5 chr2 112584240 112589275 + -ENSG00000243389.1 AC012442.5 chr2 112589040 112614431 + -ENSG00000228251.1 AC012442.6 chr2 112590796 112591939 + -ENSG00000231747.1 AC079922.2 chr2 112621809 112622167 - -ENSG00000237753.1 AC079922.3 chr2 112641832 112645690 - -ENSG00000144136.10 SLC20A1 chr2 112645857 112663827 + -ENSG00000144130.11 NT5DC4 chr2 112721486 112742879 + -ENSG00000169607.12 CKAP2L chr2 112736607 112764677 - -ENSG00000115008.5 IL1A chr2 112773915 112784590 - -ENSG00000125538.11 IL1B chr2 112829751 112836903 - -ENSG00000280228.1 RP11-67L14.1 chr2 112840328 112844195 + -ENSG00000221541.1 AC079753.1 chr2 112844311 112844411 + -ENSG00000180152.3 AC079753.4 chr2 112853328 112854122 + -ENSG00000125571.9 IL37 chr2 112912971 112918882 + -ENSG00000227368.1 AC079753.5 chr2 112932625 112933171 + -ENSG00000136688.10 IL36G chr2 112973203 112985665 + -ENSG00000236124.1 HMGN2P23 chr2 112981166 112981434 - -ENSG00000232090.2 AC016724.6 chr2 112995517 112995937 + -ENSG00000136694.8 IL36A chr2 113005461 113008044 + -ENSG00000136696.10 IL36B chr2 113022091 113052867 - -ENSG00000136695.14 IL36RN chr2 113058638 113065382 + -ENSG00000136697.12 IL1F10 chr2 113067970 113075850 + -ENSG00000201805.1 RNU6-1180P chr2 113086805 113086911 + -ENSG00000136689.18 IL1RN chr2 113107214 113134016 + -ENSG00000125637.15 PSD4 chr2 113157325 113209396 + -ENSG00000234174.1 AC016683.5 chr2 113171535 113175360 - -ENSG00000189223.13 PAX8-AS1 chr2 113211522 113276581 + -ENSG00000125618.16 PAX8 chr2 113215997 113278950 - -ENSG00000274877.1 RP11-65I12.1 chr2 113237595 113240825 + -ENSG00000231292.6 IGKV1OR2-108 chr2 113406396 113406872 + -ENSG00000234997.1 AC016745.3 chr2 113424495 113425324 + -ENSG00000272563.1 RP11-480C16.1 chr2 113432600 113436042 + -ENSG00000136682.14 CBWD2 chr2 113437691 113496189 + -ENSG00000184492.6 FOXD4L1 chr2 113498665 113501155 + -ENSG00000234148.2 RP11-395L14.3 chr2 113512463 113515485 + -ENSG00000231943.7 PGM5P4-AS1 chr2 113527568 113542672 - -ENSG00000225398.3 PGM5P4 chr2 113541937 113563298 + -ENSG00000226516.7 FAM138B chr2 113577382 113578852 + -ENSG00000221055.1 MIR1302-3 chr2 113582959 113583096 - -ENSG00000146556.14 WASH2P chr2 113588550 113599043 + -ENSG00000276624.1 AL078621.1 chr2 113596000 113596067 + -ENSG00000236397.3 DDX11L2 chr2 113599036 113601261 - -ENSG00000279267.1 RP11-395L14.18 chr2 113605867 113607908 - -ENSG00000240356.6 RPL23AP7 chr2 113610502 113627090 - -ENSG00000144134.18 RABL2A chr2 113627229 113643396 + -ENSG00000144158.4 RP11-395L14.17 chr2 113657908 113658675 + -ENSG00000175509.8 RP11-395L14.13 chr2 113667478 113668621 - -ENSG00000233479.1 AC017074.1 chr2 113669166 113673191 + -ENSG00000227359.1 AC017074.2 chr2 113677702 113704078 - -ENSG00000202427.1 RNU6-744P chr2 113681111 113681217 + -ENSG00000115084.12 SLC35F5 chr2 113705011 113756823 - -ENSG00000265429.2 AC017074.3 chr2 113721272 113721379 - -ENSG00000244063.1 AC024704.2 chr2 113829390 113831119 - -ENSG00000228857.2 AC104653.1 chr2 113831049 113843356 - -ENSG00000270019.1 RP11-141B14.1 chr2 113888203 113889750 - -ENSG00000115091.11 ACTR3 chr2 113889960 113962596 + -ENSG00000279957.1 RP11-141B14.2 chr2 113904086 113905258 + -ENSG00000234199.2 LINC01191 chr2 113979569 114007302 + -ENSG00000243179.1 AC110769.3 chr2 113979909 113983258 + -ENSG00000215984.1 AC110769.1 chr2 113990010 113990096 - -ENSG00000212182.2 U3 chr2 114005440 114005655 - -ENSG00000235242.1 AC010982.2 chr2 114122274 114123293 - -ENSG00000231926.1 SEPHS1P7 chr2 114260050 114261226 - -ENSG00000222923.1 RNU2-41P chr2 114420125 114420302 + -ENSG00000175497.16 DPP10 chr2 114442299 115845752 + -ENSG00000280854.1 Clostridiales-1 chr2 114497253 114497396 + -ENSG00000231538.1 DPP10-AS3 chr2 114828432 114833548 - -ENSG00000235717.1 DPP10-AS2 chr2 114833830 114835588 - -ENSG00000235026.5 DPP10-AS1 chr2 115130935 115161343 - -ENSG00000230391.1 RPSAP23 chr2 115468056 115468938 + -ENSG00000271667.1 RP11-338I24.1 chr2 116687218 116687387 - -ENSG00000224869.1 AC062016.1 chr2 116726453 116726771 - -ENSG00000226341.1 AC062016.2 chr2 116751158 116751648 + -ENSG00000235871.1 AC062016.3 chr2 116818086 116818761 + -ENSG00000230158.1 MTND1P28 chr2 117023918 117024867 + -ENSG00000230950.1 MTND2P21 chr2 117025077 117026118 + -ENSG00000274027.1 AC012365.1 chr2 117026331 117026396 + -ENSG00000228898.1 AC012365.3 chr2 117026537 117027024 + -ENSG00000239185.1 RNU7-190P chr2 117139715 117139775 - -ENSG00000227291.1 AC092170.1 chr2 117180892 117181562 - -ENSG00000238207.1 AC009312.1 chr2 117757563 117804174 - -ENSG00000088205.12 DDX18 chr2 117814650 117832379 + -ENSG00000236255.1 AC009404.2 chr2 117833937 117841658 + -ENSG00000125631.7 HTR5BP chr2 117859427 117934942 + -ENSG00000125633.10 CCDC93 chr2 117915478 118014133 - -ENSG00000224967.1 AC009303.3 chr2 117934025 117934789 - -ENSG00000235066.6 AC009303.1 chr2 117995397 118055033 + -ENSG00000272895.1 RP11-98C1.2 chr2 117998745 117999480 + -ENSG00000279227.1 AC009303.2 chr2 118014174 118015673 + -ENSG00000243510.3 RN7SL111P chr2 118016385 118016669 + -ENSG00000125629.14 INSIG2 chr2 118088452 118110997 + -ENSG00000226856.5 AC093901.1 chr2 118132128 118186386 - -ENSG00000258910.2 RP11-19E11.1 chr2 118833700 118835110 - -ENSG00000163064.6 EN1 chr2 118842171 118847678 - -ENSG00000019169.10 MARCO chr2 118942166 118994660 + -ENSG00000259094.1 RP11-77A13.1 chr2 118949306 118952983 - -ENSG00000144119.3 C1QL2 chr2 119156243 119158889 - -ENSG00000264833.1 RN7SL468P chr2 119169822 119170115 + -ENSG00000115107.19 STEAP3 chr2 119223831 119265652 + -ENSG00000229867.1 STEAP3-AS1 chr2 119244422 119249071 - -ENSG00000186132.14 C2orf76 chr2 119302225 119366828 - -ENSG00000155368.16 DBI chr2 119366921 119372560 + -ENSG00000171227.6 TMEM37 chr2 119429901 119438520 + -ENSG00000080293.9 SCTR chr2 119439843 119525301 - -ENSG00000231013.1 AC013275.2 chr2 119476448 119487346 + -ENSG00000163075.12 CFAP221 chr2 119544432 119662251 + -ENSG00000144120.12 TMEM177 chr2 119679167 119686507 + -ENSG00000229326.3 AC069154.4 chr2 119698623 119700151 + -ENSG00000088179.8 PTPN4 chr2 119759631 119983818 + -ENSG00000233741.1 AC016691.2 chr2 119993199 119993611 - -ENSG00000115109.13 EPB41L5 chr2 120013005 120179119 + -ENSG00000224789.1 AC012363.4 chr2 120174885 120216544 - -ENSG00000202046.1 Y_RNA chr2 120192245 120192357 + -ENSG00000275077.1 AC012363.1 chr2 120196062 120196141 + -ENSG00000236878.1 AC012363.7 chr2 120211054 120211715 + -ENSG00000227788.1 AC012363.8 chr2 120211727 120212862 + -ENSG00000233286.1 MTND3P10 chr2 120212935 120213275 + -ENSG00000243104.1 AC012363.10 chr2 120213344 120213631 + -ENSG00000234065.2 MTND4P26 chr2 120213631 120214989 + -ENSG00000223549.1 MTND5P28 chr2 120215181 120217279 + -ENSG00000226479.3 TMEM185B chr2 120221278 120223408 - -ENSG00000144118.13 RALB chr2 120240064 120294713 + -ENSG00000281676.1 AC012363.2 chr2 120290710 120291049 - -ENSG00000235840.1 AC012363.13 chr2 120319007 120326298 + -ENSG00000163083.5 INHBB chr2 120346143 120351808 + -ENSG00000280409.1 LINC01101 chr2 120464335 120466218 - -ENSG00000237614.1 AC073257.2 chr2 120542909 120544326 - -ENSG00000232140.1 AC073257.1 chr2 120553743 120558109 - -ENSG00000201006.1 Y_RNA chr2 120651273 120651374 + -ENSG00000229774.1 AC018866.1 chr2 120686635 120710517 - -ENSG00000074047.20 GLI2 chr2 120735623 120992653 + -ENSG00000271709.1 RP11-297J22.1 chr2 120866378 120867403 - -ENSG00000221321.1 AC016764.1 chr2 121035073 121035218 + -ENSG00000201584.1 Y_RNA chr2 121040610 121040710 - -ENSG00000234455.1 AC067960.1 chr2 121081437 121088726 - -ENSG00000236145.1 AC079988.3 chr2 121178327 121182580 + -ENSG00000115112.7 TFCP2L1 chr2 121216587 121285207 - -ENSG00000232723.1 AC013399.3 chr2 121309995 121310412 + -ENSG00000074054.17 CLASP1 chr2 121337776 121649587 - -ENSG00000265451.1 RP11-204L24.2 chr2 121530422 121532705 + -ENSG00000264229.1 RNU4ATAC chr2 121530881 121531007 + -ENSG00000222467.1 Y_RNA chr2 121603073 121603164 - -ENSG00000236859.6 NIFK-AS1 chr2 121649650 121728481 + -ENSG00000230993.1 RPL12P15 chr2 121658475 121658973 - -ENSG00000279721.1 RP11-416H1.2 chr2 121688203 121689714 + -ENSG00000213239.3 NPM1P32 chr2 121708512 121709115 - -ENSG00000155438.11 NIFK chr2 121726945 121736923 - -ENSG00000211460.11 TSN chr2 121737103 121767853 + -ENSG00000270798.1 RP11-416H1.1 chr2 121743479 121745921 - -ENSG00000274151.1 AC018737.1 chr2 121761827 121761935 - -ENSG00000224655.5 AC018737.3 chr2 121790444 121796702 + -ENSG00000237856.1 AC062020.2 chr2 123065321 123067722 + -ENSG00000232740.1 AC062020.1 chr2 123066151 123073481 - -ENSG00000226708.1 AC073409.1 chr2 123443266 123444445 - -ENSG00000235640.1 AC092646.1 chr2 123695302 123697396 + -ENSG00000227738.1 AC092646.2 chr2 123762171 123763071 + -ENSG00000279874.1 RP11-329A6.1 chr2 123850522 123850695 - -ENSG00000223118.1 RN7SKP102 chr2 123869256 123869570 - -ENSG00000228400.1 AC079154.1 chr2 124016858 124025173 - -ENSG00000155052.14 CNTNAP5 chr2 124025287 124915287 + -ENSG00000238046.1 MTND5P22 chr2 124680722 124680916 - -ENSG00000270815.1 RP11-56O18.1 chr2 124778454 124778640 - -ENSG00000252674.1 RNA5SP102 chr2 124932915 124933020 + -ENSG00000206726.1 RNU6-259P chr2 124989219 124989325 + -ENSG00000281413.1 AC104842.1 chr2 125127071 125127154 - -ENSG00000235491.1 AC097499.1 chr2 125710969 125765842 + -ENSG00000224410.1 AC097499.2 chr2 125823108 125823315 + -ENSG00000226813.2 AC114813.1 chr2 126110099 126117985 - -ENSG00000235774.1 AC023347.1 chr2 126308510 126343992 + -ENSG00000236655.1 AC023347.2 chr2 126311466 126311927 - -ENSG00000213236.3 YWHAZP2 chr2 126557435 126558162 - -ENSG00000136732.14 GYPC chr2 126655933 126696675 + -ENSG00000235128.1 AC013474.4 chr2 126679622 126680420 + -ENSG00000206963.1 RNU6-675P chr2 126702839 126702942 - -ENSG00000237524.7 AC114783.1 chr2 126898896 126902097 + -ENSG00000238788.1 RNU7-182P chr2 127017421 127017482 + -ENSG00000260634.1 RP11-521O16.1 chr2 127024252 127025723 - -ENSG00000260163.1 RP11-521O16.2 chr2 127025211 127029686 + -ENSG00000136717.14 BIN1 chr2 127048027 127107355 - -ENSG00000237630.1 NIFKP9 chr2 127170011 127170231 + -ENSG00000186684.12 CYP27C1 chr2 127184120 127220078 - -ENSG00000226789.1 AC110926.4 chr2 127247258 127250082 + -ENSG00000163161.12 ERCC3 chr2 127257290 127294176 - -ENSG00000169967.16 MAP3K2 chr2 127298730 127388465 - -ENSG00000200250.1 RNU6-1147P chr2 127316873 127316979 + -ENSG00000236682.1 AC068282.3 chr2 127389130 127400580 + -ENSG00000115718.17 PROC chr2 127418427 127429246 + -ENSG00000264075.1 MIR4783 chr2 127423537 127423618 - -ENSG00000163166.13 IWS1 chr2 127436207 127526886 - -ENSG00000231731.7 AC010976.2 chr2 127455394 127514623 + -ENSG00000202429.1 RNU4-48P chr2 127472234 127472415 + -ENSG00000169994.18 MYO7B chr2 127535802 127637729 + -ENSG00000272789.1 RP11-286H15.1 chr2 127625997 127626848 - -ENSG00000072163.18 LIMS2 chr2 127638381 127681786 - -ENSG00000144230.16 GPR17 chr2 127645864 127652639 + -ENSG00000136709.11 WDR33 chr2 127701022 127811187 - -ENSG00000173349.5 SFT2D3 chr2 127701508 127705242 + -ENSG00000201470.1 RNY4P7 chr2 127798903 127798998 - -ENSG00000200390.1 Y_RNA chr2 127829747 127829852 - -ENSG00000274010.1 RP5-935K16.2 chr2 127840606 127841763 - -ENSG00000144231.10 POLR2D chr2 127843551 127858157 - -ENSG00000202532.1 RNU6-395P chr2 127845236 127845341 + -ENSG00000244563.1 AC006011.4 chr2 127846736 127847084 - -ENSG00000273950.1 Metazoa_SRP chr2 127856890 127857147 + -ENSG00000144233.9 AMMECR1L chr2 127861630 127885922 - -ENSG00000272667.1 RP11-395A13.2 chr2 127886556 127887185 + -ENSG00000204399.3 AC012306.2 chr2 127931327 127931440 + -ENSG00000136715.17 SAP130 chr2 127941217 128028120 - -ENSG00000234044.1 AC108059.1 chr2 128067194 128067407 + -ENSG00000200432.1 Y_RNA chr2 128067800 128067901 + -ENSG00000136731.12 UGGT1 chr2 128091200 128195677 + -ENSG00000229173.1 AC108059.4 chr2 128139792 128140516 - -ENSG00000232101.1 AC108059.2 chr2 128151154 128151304 - -ENSG00000229758.2 DYNLT3P2 chr2 128199901 128200195 + -ENSG00000185631.7 AC017079.3 chr2 128203361 128203775 + -ENSG00000238180.1 AC017079.4 chr2 128217588 128218072 + -ENSG00000136720.6 HS6ST1 chr2 128236716 128318577 - -ENSG00000252742.1 Y_RNA chr2 128350829 128350927 - -ENSG00000238379.1 RNA5SP103 chr2 128445081 128445198 - -ENSG00000227653.1 ISCA1P6 chr2 128518788 128519177 - -ENSG00000237532.1 AC012451.1 chr2 128580491 128581576 - -ENSG00000238277.1 AC068483.1 chr2 129063846 129071725 - -ENSG00000204460.3 AC079586.1 chr2 129242173 129273848 - -ENSG00000233428.1 AC019050.1 chr2 129496297 129496788 + -ENSG00000229536.1 AC079776.1 chr2 129869193 129877553 - -ENSG00000214100.8 AC079776.2 chr2 129922863 129934317 - -ENSG00000237574.1 AC079776.3 chr2 129923177 129946703 + -ENSG00000234559.1 AC079776.4 chr2 129939848 129940217 - -ENSG00000225449.3 RAB6C-AS1 chr2 129966592 129980466 - -ENSG00000222014.5 RAB6C chr2 129979664 129982738 + -ENSG00000180178.10 FAR2P1 chr2 129990456 130051131 - -ENSG00000250207.1 AC079776.6 chr2 129992602 129993105 - -ENSG00000217289.3 AC018865.5 chr2 129992889 129994040 + -ENSG00000231147.2 ARHGAP42P2 chr2 130006200 130009123 + -ENSG00000231240.1 KLF2P1 chr2 130036958 130038422 + -ENSG00000248313.1 CYP4F27P chr2 130048426 130049440 - -ENSG00000196604.11 POTEF chr2 130073535 130129222 - -ENSG00000228471.1 AC018865.11 chr2 130082092 130082220 - -ENSG00000224087.1 AC018804.3 chr2 130107684 130109741 + -ENSG00000252223.1 RNU6-1049P chr2 130109204 130109310 - -ENSG00000223760.4 MED15P9 chr2 130129621 130139417 + -ENSG00000152076.18 CCDC74B chr2 130139287 130145134 - -ENSG00000136699.19 SMPD4 chr2 130151392 130182750 - -ENSG00000152082.13 MZT2B chr2 130181737 130190729 + -ENSG00000265280.1 AC018804.1 chr2 130183443 130183519 + -ENSG00000152086.8 TUBA3E chr2 130191743 130198461 - -ENSG00000227632.2 AC018804.6 chr2 130202312 130212628 + -ENSG00000230756.1 RHOQP3 chr2 130212870 130213490 - -ENSG00000213225.7 AC018804.7 chr2 130229379 130232106 + -ENSG00000234398.1 AC134915.1 chr2 130245971 130248770 + -ENSG00000236595.1 MED15P5 chr2 130251568 130252559 + -ENSG00000237722.1 MTND1P29 chr2 130270596 130272272 + -ENSG00000231954.1 MTND2P22 chr2 130272479 130273511 + -ENSG00000277699.1 AC068137.1 chr2 130273723 130273788 + -ENSG00000236211.1 AC068137.5 chr2 130273908 130275449 + -ENSG00000230496.1 AC068137.6 chr2 130275592 130276257 + -ENSG00000232990.2 MTATP6P7 chr2 130276507 130277187 + -ENSG00000249997.1 AC068137.8 chr2 130277184 130277957 + -ENSG00000230548.1 MTND4P27 chr2 130278757 130280110 + -ENSG00000234934.1 MTND5P29 chr2 130280299 130282105 + -ENSG00000248136.1 MTND6P8 chr2 130282085 130282606 - -ENSG00000233550.1 AC068137.11 chr2 130282679 130283329 + -ENSG00000226915.1 AC068137.13 chr2 130293822 130294405 + -ENSG00000271435.1 RP11-803A13.1 chr2 130313934 130314411 - -ENSG00000224352.1 AC132479.4 chr2 130330142 130330285 - -ENSG00000136710.9 CCDC115 chr2 130338241 130342349 - -ENSG00000136718.9 IMP4 chr2 130342225 130347810 + -ENSG00000072135.12 PTPN18 chr2 130356007 130375409 + -ENSG00000178162.8 FAR2P2 chr2 130416755 130431363 - -ENSG00000230646.1 KLF2P2 chr2 130427731 130429225 + -ENSG00000239402.3 CYP4F62P chr2 130429827 130441413 - -ENSG00000196834.11 POTEI chr2 130459455 130509666 - -ENSG00000251973.1 RNU6-473P chr2 130497743 130497849 - -ENSG00000225819.1 AC013269.3 chr2 130515997 130526691 - -ENSG00000274711.1 Metazoa_SRP chr2 130517049 130517312 - -ENSG00000152093.7 CFC1B chr2 130521197 130528604 + -ENSG00000225341.1 AC013269.4 chr2 130530275 130537182 + -ENSG00000184761.7 AC013269.5 chr2 130539095 130549883 - -ENSG00000183292.12 TISP43 chr2 130570829 130584161 + -ENSG00000232408.1 AC140481.4 chr2 130583549 130590463 - -ENSG00000136698.8 CFC1 chr2 130592168 130599575 - -ENSG00000277668.1 Metazoa_SRP chr2 130603461 130603724 + -ENSG00000222038.3 POTEJ chr2 130611481 130658091 + -ENSG00000251757.1 RNU6-848P chr2 130622838 130622944 + -ENSG00000214081.7 CYP4F30P chr2 130680050 130691691 + -ENSG00000240253.5 FAR2P3 chr2 130690133 130718831 + -ENSG00000223349.1 KLF2P3 chr2 130692243 130693770 - -ENSG00000173302.5 GPR148 chr2 130729070 130730336 + -ENSG00000229797.1 AC140481.8 chr2 130743538 130755879 - -ENSG00000178171.10 AMER3 chr2 130755435 130768134 + -ENSG00000232503.1 CYCSP8 chr2 130776646 130776957 + -ENSG00000233221.6 AC133785.1 chr2 130830978 130836994 - -ENSG00000136002.16 ARHGEF4 chr2 130836916 131047263 + -ENSG00000281159.1 SCARNA15 chr2 130929762 130929883 - -ENSG00000281516.1 SCARNA4 chr2 130929762 130929884 - -ENSG00000152102.17 FAM168B chr2 131047876 131093460 - -ENSG00000115762.16 PLEKHB2 chr2 131104847 131353709 + -ENSG00000230450.1 NEK2P4 chr2 131177618 131178946 - -ENSG00000225448.1 AC009477.7 chr2 131181153 131181369 - -ENSG00000236956.1 NF1P8 chr2 131189834 131197493 - -ENSG00000248796.1 MED15P8 chr2 131201142 131202941 - -ENSG00000188219.14 POTEE chr2 131218067 131265278 + -ENSG00000212199.1 RNU6-127P chr2 131229607 131229713 + -ENSG00000231431.7 FAR2P4 chr2 131279290 131309068 + -ENSG00000236516.1 KLF2P4 chr2 131299220 131300444 - -ENSG00000227817.4 ARHGAP42P1 chr2 131328176 131330857 - -ENSG00000224425.2 AC073869.2 chr2 131352214 131353239 - -ENSG00000233087.6 AC073869.1 chr2 131362956 131363720 - -ENSG00000233285.1 AC073869.13 chr2 131369062 131369711 - -ENSG00000227275.1 MTND6P10 chr2 131369785 131370301 + -ENSG00000235080.1 MTND5P23 chr2 131370421 131372075 - -ENSG00000231777.1 MTND4P21 chr2 131372294 131373650 - -ENSG00000227661.1 AC073869.10 chr2 131380153 131380913 - -ENSG00000236590.1 MTATP6P4 chr2 131380916 131381590 - -ENSG00000234480.1 AC073869.8 chr2 131381840 131382497 - -ENSG00000237910.1 AC073869.7 chr2 131382643 131384061 - -ENSG00000234939.1 MTND2P18 chr2 131384461 131385490 - -ENSG00000234576.1 MTND1P26 chr2 131385700 131386237 - -ENSG00000226831.1 MED15P3 chr2 131395217 131395542 - -ENSG00000276460.1 RP11-109E12.4 chr2 131398439 131401250 - -ENSG00000223631.1 LINC01120 chr2 131402901 131409049 + -ENSG00000214077.4 GNAQP1 chr2 131423801 131424867 - -ENSG00000217950.4 AC073869.20 chr2 131442644 131444587 - -ENSG00000232742.3 RHOQP2 chr2 131460999 131461577 + -ENSG00000273073.1 RP11-109E12.1 chr2 131461821 131463615 - -ENSG00000173272.13 MZT2A chr2 131464900 131492743 - -ENSG00000075886.10 TUBA3D chr2 131476093 131482934 + -ENSG00000265575.1 MIR4784 chr2 131491160 131491236 - -ENSG00000152117.17 AC093838.4 chr2 131492813 131521573 + -ENSG00000163040.14 CCDC74A chr2 131527675 131533666 + -ENSG00000224679.1 MED15P4 chr2 131535187 131536988 - -ENSG00000204434.5 POTEKP chr2 131591752 131627266 + -ENSG00000251956.1 RNU6-617P chr2 131602790 131602896 + -ENSG00000273588.1 RP11-433A19.2 chr2 131625957 131628147 + -ENSG00000224559.2 LINC01087 chr2 131637025 131649615 + -ENSG00000270930.1 GRAMD4P8 chr2 131646704 131648372 - -ENSG00000197927.12 C2orf27A chr2 131722375 131767404 + -ENSG00000213222.3 AC093724.2 chr2 131723253 131724279 - -ENSG00000186825.5 C2orf27B chr2 131794961 131801661 - -ENSG00000274353.1 RP11-788A1.1 chr2 131821987 131822920 - -ENSG00000229203.1 AC103564.7 chr2 131829801 131832031 - -ENSG00000232760.1 AC103564.6 chr2 131833783 131836532 - -ENSG00000244337.2 AJ239322.3 chr2 131958277 131965535 + -ENSG00000235615.2 AJ239322.1 chr2 131964731 131979873 - -ENSG00000236485.1 RP1-156L9.1 chr2 131983937 131994161 - -ENSG00000226886.1 AC093787.1 chr2 132037787 132037993 - -ENSG00000271179.1 RP11-629P16.1 chr2 132080290 132080755 - -ENSG00000225594.1 AC098826.4 chr2 132087289 132102564 + -ENSG00000227745.1 AC098826.5 chr2 132132856 132139429 - -ENSG00000163046.15 ANKRD30BL chr2 132147591 132257969 - -ENSG00000239108.1 RNU6-1132P chr2 132152243 132152349 - -ENSG00000202174.1 RNA5-8SP5 chr2 132253154 132253305 - -ENSG00000221288.1 MIR663B chr2 132256966 132257080 - -ENSG00000233786.1 CDC27P1 chr2 132262328 132263042 + -ENSG00000230803.1 AC097532.2 chr2 132285795 132294377 - -ENSG00000018607.6 ZNF806 chr2 132309309 132318736 + -ENSG00000272769.1 RP11-725P16.2 chr2 132345616 132347297 - -ENSG00000230992.3 FAM201B chr2 132352722 132353318 + -ENSG00000252705.1 RNU6-175P chr2 132406752 132406858 - -ENSG00000183840.6 GPR39 chr2 132416574 132646559 + -ENSG00000232349.2 YBX1P7 chr2 132488554 132489088 - -ENSG00000200718.1 RN7SKP103 chr2 132523617 132523936 + -ENSG00000221142.1 AC104405.1 chr2 132523985 132524092 + -ENSG00000150551.10 LYPD1 chr2 132644853 132671579 - -ENSG00000230065.1 AC010974.3 chr2 132660526 132666990 + -ENSG00000176771.15 NCKAP5 chr2 132671799 133568463 - -ENSG00000281774.1 AC010974.1 chr2 132748582 132748670 - -ENSG00000228721.1 AC016909.2 chr2 132911096 132911261 - -ENSG00000233729.1 AC016909.1 chr2 132915557 132931494 + -ENSG00000279512.1 RP11-575M22.1 chr2 133117004 133119052 + -ENSG00000226953.7 AC010890.1 chr2 133264968 133284762 + -ENSG00000252688.1 RNU6-579P chr2 133333829 133333930 + -ENSG00000222068.1 RN7SKP154 chr2 133391109 133391398 - -ENSG00000232474.1 NCKAP5-IT1 chr2 133431666 133433897 - -ENSG00000223430.1 AC011243.1 chr2 133554315 133558227 + -ENSG00000200708.1 RN7SKP93 chr2 133596091 133596399 + -ENSG00000152127.8 MGAT5 chr2 134119983 134454621 + -ENSG00000263813.1 MIR3679 chr2 134127125 134127192 + -ENSG00000222921.1 RNA5SP104 chr2 134231195 134231312 + -ENSG00000234060.1 EDDM3CP chr2 134319654 134320078 - -ENSG00000152128.13 TMEM163 chr2 134455759 134719000 - -ENSG00000224043.7 CCNT2-AS1 chr2 134735464 134918710 - -ENSG00000234682.1 AC110620.2 chr2 134797169 134797879 + -ENSG00000228098.1 AC110620.1 chr2 134816362 134816589 + -ENSG00000153086.13 ACMSD chr2 134838547 134902034 + -ENSG00000263783.1 MIR5590 chr2 134857820 134857873 + -ENSG00000082258.12 CCNT2 chr2 134918235 134959342 + -ENSG00000176601.11 MAP3K19 chr2 134964491 135047468 - -ENSG00000115839.17 RAB3GAP1 chr2 135052265 135176394 + -ENSG00000208308.1 SNORA40 chr2 135136628 135136755 + -ENSG00000121988.17 ZRANB3 chr2 135136916 135531236 - -ENSG00000235651.1 AC064850.4 chr2 135510546 135511943 - -ENSG00000048991.16 R3HDM1 chr2 135531455 135725270 + -ENSG00000201308.1 RNU6-512P chr2 135656477 135656579 - -ENSG00000207654.3 MIR128-1 chr2 135665383 135665493 + -ENSG00000144224.16 UBXN4 chr2 135741619 135785055 + -ENSG00000115850.9 LCT chr2 135787840 135837180 - -ENSG00000200664.1 Y_RNA chr2 135810169 135810279 - -ENSG00000226806.1 AC011893.3 chr2 135820191 135823087 + -ENSG00000076003.4 MCM6 chr2 135839626 135876426 - -ENSG00000214070.3 AC011999.1 chr2 135897955 135898978 - -ENSG00000115866.10 DARS chr2 135906677 135986100 - -ENSG00000231890.7 DARS-AS1 chr2 135985176 136022593 + -ENSG00000237262.1 AC068492.1 chr2 136077892 136078513 + -ENSG00000121966.6 CXCR4 chr2 136114349 136118165 - -ENSG00000227347.1 HNRNPKP2 chr2 136199114 136200503 - -ENSG00000279024.1 RP11-1193F23.1 chr2 136230753 136233245 + -ENSG00000230037.1 UBBP1 chr2 136329441 136329913 - -ENSG00000251976.1 RN7SKP141 chr2 136390332 136390669 + -ENSG00000216081.1 AC010146.2 chr2 136544371 136544480 + -ENSG00000229568.1 AC010146.1 chr2 136544712 136545542 + -ENSG00000221762.1 AC092786.1 chr2 136645108 136645192 - -ENSG00000144229.11 THSD7B chr2 136765545 137677717 + -ENSG00000212425.1 RNA5SP105 chr2 137512098 137512210 - -ENSG00000222394.2 Y_RNA chr2 137715332 137715440 + -ENSG00000150540.13 HNMT chr2 137964020 138016364 + -ENSG00000224231.1 AC069394.1 chr2 138101884 138105905 + -ENSG00000233045.1 AC097523.1 chr2 138278574 138279210 + -ENSG00000234645.3 YWHAEP5 chr2 138288029 138288793 - -ENSG00000237939.1 AC097523.3 chr2 138307319 138307970 + -ENSG00000232915.1 AC097721.1 chr2 138412066 138413318 - -ENSG00000228043.5 AC097721.2 chr2 138418284 138501698 - -ENSG00000230569.1 AC114763.1 chr2 138470656 138473932 + -ENSG00000144228.8 SPOPL chr2 138501801 138573547 + -ENSG00000241772.2 AC092620.2 chr2 138569090 138574458 + -ENSG00000260059.1 RP11-231E19.1 chr2 138599663 138602426 - -ENSG00000237772.1 AC092620.3 chr2 138604510 138613167 + -ENSG00000144227.4 NXPH2 chr2 138670772 138780348 - -ENSG00000222826.1 RN7SKP286 chr2 138863597 138863895 - -ENSG00000229104.1 YY1P2 chr2 138897151 138898098 + -ENSG00000232992.2 AHCYP4 chr2 138901433 138902747 - -ENSG00000226939.1 AC062021.1 chr2 139366165 139379147 + -ENSG00000229131.1 AC016710.1 chr2 139469775 139477747 + -ENSG00000206901.1 SNORA72 chr2 139511424 139511555 + -ENSG00000235232.1 MRPS18BP2 chr2 139668547 139669305 + -ENSG00000228374.1 AC012497.2 chr2 139732708 139733282 - -ENSG00000223554.1 AC078851.1 chr2 139824896 139825877 - -ENSG00000221074.1 AC078851.2 chr2 139826692 139826781 + -ENSG00000240977.3 RN7SL283P chr2 139982684 139982986 + -ENSG00000224028.1 AC073928.2 chr2 140103583 140131780 - -ENSG00000281595.1 AC073928.1 chr2 140105814 140105920 - -ENSG00000227149.1 AC092156.3 chr2 140216997 140217239 - -ENSG00000231567.1 MTND2P19 chr2 140217651 140220368 - -ENSG00000223921.1 MTND1P27 chr2 140220584 140221485 - -ENSG00000168702.16 LRP1B chr2 140231423 142131701 - -ENSG00000277306.1 uc_338 chr2 140234737 140234923 - -ENSG00000236440.1 AC117947.1 chr2 140683360 140683888 - -ENSG00000238065.1 AC010740.1 chr2 140898423 140899106 + -ENSG00000201892.1 Y_RNA chr2 140992543 140992659 + -ENSG00000252015.1 RNU6-904P chr2 141167257 141167357 - -ENSG00000233329.1 AC068287.1 chr2 141208082 141208376 - -ENSG00000281341.1 AC093859.1 chr2 141606680 141606810 - -ENSG00000265224.1 AC012353.1 chr2 141638844 141638963 + -ENSG00000266259.1 AC012003.1 chr2 141997377 141997487 + -ENSG00000244125.1 AC078882.1 chr2 142131178 142137830 - -ENSG00000239131.1 AC016706.1 chr2 142312940 142313008 - -ENSG00000228134.1 AC092578.1 chr2 142543418 142543975 + -ENSG00000229781.1 AC013444.1 chr2 142854095 142855998 + -ENSG00000115919.14 KYNU chr2 142877498 143055832 + -ENSG00000270390.1 RP11-470B22.1 chr2 142947300 142948086 - -ENSG00000221169.2 AC013444.2 chr2 143005700 143005791 - -ENSG00000075884.12 ARHGAP15 chr2 143091362 143768352 + -ENSG00000224288.2 AC013437.2 chr2 143093056 143094164 - -ENSG00000226839.1 MTND6P11 chr2 143094233 143094715 + -ENSG00000224852.1 MTND5P24 chr2 143094789 143096555 - -ENSG00000232772.1 MTND4P22 chr2 143096839 143098007 - -ENSG00000236300.2 AC013437.4 chr2 143098123 143098417 - -ENSG00000227557.1 MTND3P9 chr2 143098484 143098829 - -ENSG00000225476.1 AC013437.6 chr2 143098898 143099933 - -ENSG00000231766.1 AC013437.7 chr2 143100930 143101355 - -ENSG00000257284.1 RP11-190J23.1 chr2 143162078 143172172 - -ENSG00000228655.6 AC096558.1 chr2 143295421 143480789 - -ENSG00000257640.1 RP11-570L15.2 chr2 143295586 143572105 - -ENSG00000258268.1 RP11-570L15.1 chr2 143518867 143598002 - -ENSG00000231758.2 AC092652.1 chr2 143640756 143656179 - -ENSG00000257277.1 RP11-434H14.1 chr2 143676165 143741294 - -ENSG00000257226.1 CTD-2252P21.1 chr2 143766620 143776073 - -ENSG00000236356.1 AC079584.2 chr2 143799467 143819599 + -ENSG00000200287.1 Y_RNA chr2 143897263 143897361 + -ENSG00000232377.1 AC016910.1 chr2 143937073 143964156 + -ENSG00000121964.14 GTDC1 chr2 143938068 144332568 - -ENSG00000169554.16 ZEB2 chr2 144384081 144524583 - -ENSG00000279166.1 RP11-107E5.3 chr2 144494265 144496878 - -ENSG00000238057.8 ZEB2-AS1 chr2 144518097 144521477 + -ENSG00000275372.1 ZEB2_AS1_1 chr2 144518447 144518574 + -ENSG00000273537.1 ZEB2_AS1_3 chr2 144520456 144520555 + -ENSG00000277444.1 ZEB2_AS1_4 chr2 144521039 144521116 + -ENSG00000232606.1 LINC01412 chr2 144566435 144579434 + -ENSG00000226674.8 TEX41 chr2 144667967 145262988 + -ENSG00000234940.1 AC023128.1 chr2 144688413 144690185 - -ENSG00000276706.1 VIS1 chr2 144705217 144705419 + -ENSG00000235352.1 AC023128.2 chr2 144754776 144755998 - -ENSG00000268580.1 RP11-514A9.1 chr2 144877734 144882033 - -ENSG00000235435.1 AC064865.1 chr2 145294277 145331847 - -ENSG00000214064.3 RPL6P5 chr2 145337230 145338057 + -ENSG00000225107.1 AC092484.1 chr2 145569294 145588024 - -ENSG00000226218.1 AC079163.1 chr2 145600907 145603423 - -ENSG00000234119.1 AC079248.1 chr2 145826285 145827830 - -ENSG00000279876.1 RP11-24J11.1 chr2 145874520 145874845 - -ENSG00000233842.1 AC062031.1 chr2 145915090 145931146 + -ENSG00000251905.1 RNU7-2P chr2 146145156 146145217 + -ENSG00000230559.1 RPL17P12 chr2 146194296 146194821 + -ENSG00000227134.1 AC093084.1 chr2 146477427 146478113 + -ENSG00000198526.7 PABPC1P2 chr2 146587506 146589310 + -ENSG00000271583.1 RP11-638D14.1 chr2 146833501 146834038 - -ENSG00000231040.1 AC103881.1 chr2 146837749 146850310 + -ENSG00000227902.2 AC062032.1 chr2 146879909 146898218 + -ENSG00000207225.1 RNU6-692P chr2 147408342 147408448 + -ENSG00000221289.2 AC013406.1 chr2 147466630 147466714 - -ENSG00000207161.1 Y_RNA chr2 147472133 147472243 - -ENSG00000202074.1 RNU6-715P chr2 147495438 147495540 - -ENSG00000253083.1 RNA5SP106 chr2 147713455 147713554 - -ENSG00000229143.1 AC009480.4 chr2 147810346 147810777 + -ENSG00000121989.14 ACVR2A chr2 147844517 147930826 + -ENSG00000212389.1 RNU6-1275P chr2 147877422 147877528 + -ENSG00000223911.1 AC009480.3 chr2 147899401 147902956 - -ENSG00000115947.13 ORC4 chr2 147930397 148021604 - -ENSG00000265049.1 AC009480.1 chr2 147940980 147941071 - -ENSG00000204406.11 MBD5 chr2 148021011 148516971 + -ENSG00000281469.1 RP11-567F11.1 chr2 148044380 148044894 + -ENSG00000281772.1 RP11-567F11.2 chr2 148062154 148062577 + -ENSG00000212181.1 SNORA48 chr2 148260574 148260708 - -ENSG00000224007.1 AC019070.1 chr2 148295656 148296679 - -ENSG00000232238.1 AC017080.1 chr2 148595158 148595328 + -ENSG00000135999.11 EPC2 chr2 148644440 148787568 + -ENSG00000222126.1 RNU2-9P chr2 148825691 148825835 - -ENSG00000223962.1 UBBP3 chr2 148863564 148863804 - -ENSG00000231079.7 AC105402.4 chr2 148866470 148888823 - -ENSG00000228848.3 AC105402.2 chr2 148870024 148870381 - -ENSG00000226340.1 AC105402.3 chr2 148872253 148872797 - -ENSG00000168280.16 KIF5C chr2 148875250 149026759 + -ENSG00000150556.16 LYPD6B chr2 149038107 149215262 + -ENSG00000228236.2 TXNP5 chr2 149068596 149068910 - -ENSG00000224337.1 FAM8A3P chr2 149320593 149321436 + -ENSG00000187123.14 LYPD6 chr2 149329985 149474148 + -ENSG00000223604.1 AC007394.3 chr2 149439897 149440427 + -ENSG00000168288.12 MMADHC chr2 149569634 149587816 - -ENSG00000231969.1 AC144449.1 chr2 149587196 149848233 + -ENSG00000207270.1 RNU6-601P chr2 149610668 149610774 - -ENSG00000162947.4 AC007364.1 chr2 149767506 149859191 - -ENSG00000230645.1 AC016682.1 chr2 150171423 150301080 + -ENSG00000231420.1 AC113610.1 chr2 150234892 150257007 - -ENSG00000115963.13 RND3 chr2 150468195 150539011 - -ENSG00000236049.1 AC104777.2 chr2 150552532 150572221 - -ENSG00000237220.1 AC104777.3 chr2 150566134 150568080 + -ENSG00000232359.1 AC104777.1 chr2 150595102 150620067 - -ENSG00000224048.5 AC104777.4 chr2 150612381 150635348 + -ENSG00000228064.1 AC023469.2 chr2 150982506 151003474 + -ENSG00000222031.1 AC023469.1 chr2 151001220 151048774 - -ENSG00000236885.1 AC018731.3 chr2 151117955 151186209 - -ENSG00000213201.3 FABP5P10 chr2 151186188 151186595 + -ENSG00000184898.6 RBM43 chr2 151247940 151261879 - -ENSG00000123609.10 NMI chr2 151270465 151290057 - -ENSG00000123610.4 TNFAIP6 chr2 151357592 151380048 + -ENSG00000264684.1 MIR4773-1 chr2 151368334 151368411 + -ENSG00000242113.3 RN7SL124P chr2 151372003 151372287 + -ENSG00000080345.17 RIF1 chr2 151409883 151508013 + -ENSG00000183091.19 NEB chr2 151485336 151734487 - -ENSG00000162980.16 ARL5A chr2 151788984 151828492 - -ENSG00000182389.18 CACNB4 chr2 151832776 152099079 - -ENSG00000225214.1 AC079790.2 chr2 152098328 152109202 + -ENSG00000115145.9 STAM2 chr2 152116801 152175992 - -ENSG00000234272.1 RPL30P2 chr2 152131555 152131845 + -ENSG00000199884.1 Y_RNA chr2 152284350 152284460 - -ENSG00000157827.19 FMNL2 chr2 152335237 152649834 + -ENSG00000213197.3 AC012066.1 chr2 152389937 152390630 + -ENSG00000270776.1 RP11-17G11.1 chr2 152539197 152539427 - -ENSG00000196504.15 PRPF40A chr2 152651593 152717997 - -ENSG00000177917.10 ARL6IP6 chr2 152717893 152761253 + -ENSG00000234932.2 AC009969.1 chr2 152850653 152850824 - -ENSG00000226213.1 UBQLN4P2 chr2 152876820 152877767 + -ENSG00000214025.2 ATP5F1P4 chr2 153158938 153159683 + -ENSG00000224612.1 AC011901.2 chr2 153171987 153201726 - -ENSG00000226338.1 AC079150.2 chr2 153208086 153208163 - -ENSG00000227708.1 AC079150.3 chr2 153337705 153357422 + -ENSG00000214024.2 RPL23AP29 chr2 153370612 153371064 + -ENSG00000242575.1 AC012501.3 chr2 153420677 153421957 - -ENSG00000227400.2 AC012501.2 chr2 153421616 153593288 - -ENSG00000200377.1 SNORD56 chr2 153446813 153446883 - -ENSG00000177519.3 RPRM chr2 153477338 153478808 - -ENSG00000236917.1 DNAJA1P2 chr2 153761450 153762646 - -ENSG00000144278.14 GALNT13 chr2 153871913 154453849 + -ENSG00000215934.2 AC008166.1 chr2 154146105 154146207 - -ENSG00000212001.2 AC009297.1 chr2 154231718 154231829 + -ENSG00000230251.1 PHBP4 chr2 154286589 154287425 + -ENSG00000224675.1 AC009227.2 chr2 154435853 154457438 - -ENSG00000238004.1 AC009227.3 chr2 154459857 154460820 + -ENSG00000223290.1 RNA5SP107 chr2 154590407 154590528 + -ENSG00000235949.1 AC061961.2 chr2 154696462 154697817 - -ENSG00000162989.4 KCNJ3 chr2 154698299 154858352 + -ENSG00000228837.2 CBX3P6 chr2 154940541 154941067 - -ENSG00000230991.1 AC092625.1 chr2 154965513 154968003 - -ENSG00000223197.1 RNU6-1001P chr2 155089439 155089538 - -ENSG00000232982.1 AC092662.2 chr2 155263458 155263724 - -ENSG00000229701.1 MTND2P20 chr2 155264163 155264823 - -ENSG00000227682.2 ATP5A1P2 chr2 155269633 155270134 + -ENSG00000233709.1 MTND4P28 chr2 155311023 155311409 + -ENSG00000233039.1 MTND5P30 chr2 155311697 155313427 + -ENSG00000233248.1 MTND6P9 chr2 155313440 155313958 - -ENSG00000229935.1 AC092662.6 chr2 155314066 155314368 + -ENSG00000206718.1 RNU6-546P chr2 155330421 155330527 + -ENSG00000226383.5 AC093375.1 chr2 156011617 156024613 - -ENSG00000235548.1 AC073551.1 chr2 156033247 156034080 - -ENSG00000282440.1 RP11-605B16.1 chr2 156305108 156320255 - -ENSG00000153234.13 NR4A2 chr2 156324432 156342348 - -ENSG00000115159.15 GPD2 chr2 156435290 156613735 + -ENSG00000238069.1 RPLP0P7 chr2 156777706 156778372 - -ENSG00000281222.1 AC096589.1 chr2 156932168 156932264 - -ENSG00000263848.1 AC108057.1 chr2 157015172 157015257 - -ENSG00000213194.3 AC016732.2 chr2 157210847 157211539 - -ENSG00000136542.8 GALNT5 chr2 157257598 157314211 + -ENSG00000222404.1 RN7SKP281 chr2 157298807 157299158 - -ENSG00000136541.14 ERMN chr2 157318625 157327713 - -ENSG00000230562.3 FAM133DP chr2 157379724 157380414 - -ENSG00000115165.9 CYTIP chr2 157414619 157488961 - -ENSG00000123612.15 ACVR1C chr2 157526767 157629005 - -ENSG00000234584.1 AC019186.1 chr2 157725708 157736005 - -ENSG00000115170.13 ACVR1 chr2 157736444 157875862 - -ENSG00000007001.12 UPP2 chr2 157876702 158136154 + -ENSG00000270557.1 RP11-546J1.1 chr2 157877683 157878565 + -ENSG00000251980.1 RNU6-436P chr2 157912772 157912885 + -ENSG00000271320.1 RP11-1152H14.1 chr2 157917712 157918371 + -ENSG00000228937.1 AC005539.2 chr2 157961410 157962888 - -ENSG00000212410.1 RNU6-932P chr2 157985789 157985894 - -ENSG00000231158.1 PTP4A1P1 chr2 158065545 158066059 + -ENSG00000237327.1 UPP2-IT1 chr2 158127957 158133988 + -ENSG00000227480.2 CCDC148-AS1 chr2 158166650 158236169 + -ENSG00000153237.17 CCDC148 chr2 158171081 158456753 - -ENSG00000234890.1 HNRNPDLP2 chr2 158419955 158425303 + -ENSG00000243723.3 RN7SL393P chr2 158447166 158447461 - -ENSG00000144283.21 PKP4 chr2 158456964 158682879 + -ENSG00000227331.1 AC005042.2 chr2 158548425 158549224 + -ENSG00000281472.1 AC005042.1 chr2 158551490 158552155 - -ENSG00000204380.4 AC005042.4 chr2 158658337 158735002 - -ENSG00000228586.1 AC005042.5 chr2 158685903 158753775 + -ENSG00000231675.1 AC005042.3 chr2 158703287 158703460 + -ENSG00000163331.10 DAPL1 chr2 158795317 158862958 + -ENSG00000243792.1 OR7E89P chr2 158853755 158854576 + -ENSG00000251491.2 OR7E28P chr2 158862311 158863285 + -ENSG00000188668.4 OR7E90P chr2 158874642 158875670 + -ENSG00000222300.1 RNU2-21P chr2 158935798 158935985 - -ENSG00000115183.13 TANC1 chr2 158968634 159232659 + -ENSG00000213189.5 BTF3L4P2 chr2 159003975 159004320 + -ENSG00000202029.1 RNU6-580P chr2 159027036 159027142 - -ENSG00000226878.1 GSTM3P2 chr2 159056094 159056859 - -ENSG00000275141.1 MIR6888 chr2 159186835 159186901 + -ENSG00000196151.10 WDSUB1 chr2 159235793 159286799 - -ENSG00000123636.17 BAZ2B chr2 159318979 159616692 - -ENSG00000223642.7 AC008277.1 chr2 159386367 159404636 + -ENSG00000270893.1 RP11-311B14.1 chr2 159444117 159444913 + -ENSG00000225369.1 AC009506.2 chr2 159462417 159463256 - -ENSG00000207117.1 Y_RNA chr2 159536244 159536346 - -ENSG00000224152.1 AC009506.1 chr2 159615296 159617082 + -ENSG00000226266.6 AC009961.3 chr2 159670708 159712435 - -ENSG00000230783.1 AC009961.2 chr2 159689217 159690291 - -ENSG00000136536.14 MARCH7 chr2 159712457 159771027 + -ENSG00000241399.6 CD302 chr2 159768630 159798255 - -ENSG00000248672.5 LY75-CD302 chr2 159771851 159904710 - -ENSG00000054219.10 LY75 chr2 159803355 159904749 - -ENSG00000227055.1 AC009961.5 chr2 159812234 159814009 - -ENSG00000153246.11 PLA2R1 chr2 159932006 160062610 - -ENSG00000115221.10 ITGB6 chr2 160099666 160271888 - -ENSG00000153250.17 RBMS1 chr2 160272151 160493794 - -ENSG00000263948.1 MIR4785 chr2 160407810 160407882 - -ENSG00000279844.1 RP11-20F18.1 chr2 160849313 160850676 - -ENSG00000244372.3 RN7SL423P chr2 160877547 160877850 + -ENSG00000232337.1 AC009313.2 chr2 161048606 161050546 - -ENSG00000224467.1 AC009313.1 chr2 161096231 161160224 - -ENSG00000136560.13 TANK chr2 161136908 161236221 + -ENSG00000235724.8 AC009299.2 chr2 161222785 161308303 - -ENSG00000227403.1 AC009299.3 chr2 161244739 161249050 + -ENSG00000225813.1 AC009299.4 chr2 161281902 161282618 + -ENSG00000115233.11 PSMD14 chr2 161308038 161411717 + -ENSG00000232320.6 AC009299.5 chr2 161340816 161341326 - -ENSG00000221590.1 AC009299.1 chr2 161350217 161350360 - -ENSG00000271924.1 RNA5SP108 chr2 161409554 161409670 + -ENSG00000136535.14 TBR1 chr2 161416094 161425870 + -ENSG00000224076.5 AC009487.4 chr2 161422659 161423577 - -ENSG00000251621.1 AC009487.5 chr2 161424015 161428774 + -ENSG00000144290.16 SLC4A10 chr2 161424332 161985282 + -ENSG00000280105.1 RP11-334E15.1 chr2 161433874 161437458 + -ENSG00000226121.2 AC009487.6 chr2 161500885 161507705 - -ENSG00000238570.1 snoU13 chr2 161558544 161558646 + -ENSG00000226946.1 AC062022.1 chr2 161568502 161570185 - -ENSG00000235716.1 KRT18P46 chr2 161580072 161581350 + -ENSG00000274743.1 AC092841.2 chr2 161893892 161893949 + -ENSG00000253046.1 AC092841.1 chr2 161918782 161918866 + -ENSG00000234732.1 RPEP5 chr2 161931199 161931466 - -ENSG00000197635.9 DPP4 chr2 161992241 162074542 - -ENSG00000230918.1 AC008063.2 chr2 162073256 162075169 + -ENSG00000231445.1 TIMM8AP1 chr2 162077357 162077651 - -ENSG00000224674.1 EIF3EP2 chr2 162088259 162090072 + -ENSG00000233397.1 AC008063.3 chr2 162093429 162094854 + -ENSG00000274689.1 AC007750.1 chr2 162121731 162121816 - -ENSG00000115263.14 GCG chr2 162142873 162152404 - -ENSG00000236841.7 AC007750.5 chr2 162159762 162173223 + -ENSG00000078098.13 FAP chr2 162170684 162245151 - -ENSG00000115267.5 IFIH1 chr2 162267079 162318703 - -ENSG00000115271.10 GCA chr2 162318840 162371595 + -ENSG00000184611.11 KCNH7 chr2 162371407 162838730 - -ENSG00000212312.1 RNA5SP109 chr2 162496936 162497051 + -ENSG00000237750.2 AC007740.1 chr2 162768936 162797972 + -ENSG00000230282.1 RPL7P61 chr2 163152251 163153307 - -ENSG00000200902.1 RNU6-627P chr2 163288995 163289096 + -ENSG00000182263.13 FIGN chr2 163593396 163736012 - -ENSG00000237844.1 AC092684.1 chr2 163749573 164352223 - -ENSG00000226847.1 PRPS1P1 chr2 164213539 164214414 + -ENSG00000229641.1 CYP2C56P chr2 164321933 164322223 + -ENSG00000264074.1 AC110086.1 chr2 164423525 164423606 + -ENSG00000115290.9 GRB14 chr2 164492812 164621848 - -ENSG00000277998.1 RP11-452N17.1 chr2 164573741 164574054 + -ENSG00000082438.15 COBLL1 chr2 164653624 164843679 - -ENSG00000224331.2 AC019181.3 chr2 164687287 164687596 - -ENSG00000206869.1 SNORA70F chr2 164687643 164687777 - -ENSG00000233255.1 AC019181.2 chr2 164840749 164849334 + -ENSG00000199508.1 RNA5SP110 chr2 164858432 164858546 + -ENSG00000223318.1 RNA5SP111 chr2 164895677 164895777 - -ENSG00000169507.9 SLC38A11 chr2 164896186 164955525 - -ENSG00000236283.3 AC013463.2 chr2 164912312 165208261 + -ENSG00000153253.15 SCN3A chr2 165087522 165204067 - -ENSG00000136531.13 SCN2A chr2 165239402 165392310 + -ENSG00000233204.1 MAPRE1P3 chr2 165285253 165286048 + -ENSG00000178662.15 CSRNP3 chr2 165469647 165689407 + -ENSG00000115339.13 GALNT3 chr2 165747591 165794682 - -ENSG00000235192.1 AC009495.2 chr2 165794851 165810010 + -ENSG00000229195.1 AC009495.4 chr2 165794857 165846091 - -ENSG00000221234.1 AC009495.1 chr2 165814215 165814354 + -ENSG00000232411.1 AC009495.3 chr2 165833048 165839098 - -ENSG00000123607.14 TTC21B chr2 165857475 165953843 - -ENSG00000224490.5 TTC21B-AS1 chr2 165933857 165949891 + -ENSG00000236107.7 AC010127.3 chr2 165957399 166301784 + -ENSG00000144285.15 SCN1A chr2 165989160 166128047 - -ENSG00000238813.1 Y_RNA chr2 166123494 166123597 - -ENSG00000222376.1 RN7SKP152 chr2 166180652 166180966 - -ENSG00000169432.14 SCN9A chr2 166195185 166375993 - -ENSG00000136546.13 SCN7A chr2 166403573 166494247 - -ENSG00000163092.19 XIRP2 chr2 166888487 167259753 + -ENSG00000225182.1 AC092601.1 chr2 166889502 166889884 - -ENSG00000254552.1 XIRP2-AS1 chr2 167123904 167140955 - -ENSG00000228222.1 AC074363.1 chr2 167293171 167558333 + -ENSG00000238357.1 RNU7-148P chr2 167631480 167631541 - -ENSG00000214211.2 CTAGE14P chr2 167713663 167716065 - -ENSG00000235335.2 AC016723.4 chr2 167814774 167941144 - -ENSG00000172318.5 B3GALT1 chr2 167868948 167874041 + -ENSG00000198648.10 STK39 chr2 167954020 168248141 - -ENSG00000238259.1 AC067940.1 chr2 168231921 168232220 - -ENSG00000241074.3 RN7SL813P chr2 168451324 168451606 + -ENSG00000172292.14 CERS6 chr2 168455862 168775137 + -ENSG00000265694.1 MIR4774 chr2 168582943 168583018 + -ENSG00000199348.1 RNU6-766P chr2 168606390 168606496 - -ENSG00000227617.8 CERS6-AS1 chr2 168771953 168786961 - -ENSG00000163072.14 NOSTRIN chr2 168786539 168865514 + -ENSG00000152253.8 SPC25 chr2 168834132 168913371 - -ENSG00000152254.10 G6PC2 chr2 168901240 168910000 + -ENSG00000073734.8 ABCB11 chr2 168922938 169031322 - -ENSG00000073737.16 DHRS9 chr2 169064789 169096167 + -ENSG00000235321.1 AC007556.3 chr2 169100743 169101210 + -ENSG00000235995.1 UBE2V1P6 chr2 169115195 169115680 + -ENSG00000081479.12 LRP2 chr2 169127109 169362685 - -ENSG00000163093.11 BBS5 chr2 169479178 169506655 + -ENSG00000251569.1 RP11-724O16.1 chr2 169479480 169525922 + -ENSG00000239474.6 KLHL41 chr2 169509702 169526262 + -ENSG00000138399.17 FASTKD1 chr2 169529749 169573875 - -ENSG00000229827.1 AC093899.3 chr2 169577371 169577746 - -ENSG00000138398.15 PPIG chr2 169584340 169641406 + -ENSG00000154479.12 CCDC173 chr2 169645425 169694433 - -ENSG00000226072.1 AC016772.4 chr2 169658132 169661357 - -ENSG00000144362.11 PHOSPHO2 chr2 169694454 169701708 + -ENSG00000213160.9 KLHL23 chr2 169694488 169776989 + -ENSG00000206961.1 SNORA51 chr2 169727872 169728003 + -ENSG00000231550.1 PTCHD3P2 chr2 169767185 169768799 - -ENSG00000214369.2 AC009967.3 chr2 169790093 169790885 + -ENSG00000138385.15 SSB chr2 169791933 169812064 + -ENSG00000138382.13 METTL5 chr2 169810081 169824931 - -ENSG00000144357.16 UBR3 chr2 169827458 170084131 + -ENSG00000227176.1 AC092641.2 chr2 170077224 170078294 - -ENSG00000252807.1 RNU6-1006P chr2 170119996 170120098 - -ENSG00000071909.18 MYO3B chr2 170178145 170655171 + -ENSG00000231898.8 AC012594.1 chr2 170332085 170408564 - -ENSG00000214821.4 HMGB1P4 chr2 170601662 170602228 - -ENSG00000213981.8 AC007277.3 chr2 170640374 170695374 - -ENSG00000275414.1 uc_338 chr2 170690564 170690742 + -ENSG00000222033.1 LINC01124 chr2 170712451 170714567 - -ENSG00000204335.3 SP5 chr2 170715351 170718078 + -ENSG00000234350.4 AC007405.4 chr2 170723086 170770768 - -ENSG00000128692.8 EIF2S2P4 chr2 170751805 170752788 + -ENSG00000239467.5 AC007405.6 chr2 170771113 170778148 + -ENSG00000222509.1 Y_RNA chr2 170783167 170783271 + -ENSG00000204334.7 ERICH2 chr2 170783786 170798971 + -ENSG00000128683.13 GAD1 chr2 170813213 170861151 + -ENSG00000235934.1 AC007405.8 chr2 170816293 170818037 - -ENSG00000266020.1 AC010092.1 chr2 170916209 170916294 + -ENSG00000115806.12 GORASP2 chr2 170928464 170967129 + -ENSG00000198586.13 TLK1 chr2 170990823 171231314 - -ENSG00000123600.18 METTL8 chr2 171317405 171434802 - -ENSG00000224553.1 AC008065.1 chr2 171374931 171375278 - -ENSG00000115827.13 DCAF17 chr2 171434217 171485052 + -ENSG00000228507.1 DAP3P2 chr2 171491422 171491931 + -ENSG00000234061.1 AC007969.4 chr2 171492905 171493095 + -ENSG00000233762.3 AC007969.5 chr2 171517270 171517716 - -ENSG00000071967.11 CYBRD1 chr2 171522247 171558133 + -ENSG00000233934.2 RPL21P38 chr2 171587093 171587259 + -ENSG00000077380.15 DYNC1I2 chr2 171687409 171748420 + -ENSG00000115840.13 SLC25A12 chr2 171784370 171999859 - -ENSG00000252779.1 RNU6-182P chr2 171856566 171856670 - -ENSG00000128708.12 HAT1 chr2 171922448 171983682 + -ENSG00000172878.13 METAP1D chr2 171999583 172082430 + -ENSG00000144355.14 DLX1 chr2 172084740 172089677 + -ENSG00000115844.10 DLX2 chr2 172099439 172102900 - -ENSG00000236651.1 DLX2-AS1 chr2 172103006 172109982 + -ENSG00000232555.1 AC104088.1 chr2 172315287 172323737 + -ENSG00000281212.1 Clostridiales-1 chr2 172411513 172411632 - -ENSG00000278924.1 RP11-227L6.1 chr2 172423807 172424173 - -ENSG00000091409.14 ITGA6 chr2 172427354 172506282 + -ENSG00000226963.1 AC078883.4 chr2 172427774 172428603 - -ENSG00000232788.1 AC078883.3 chr2 172464262 172466022 - -ENSG00000225205.5 AC093818.1 chr2 172480840 172556596 - -ENSG00000152256.13 PDK1 chr2 172555373 172608669 + -ENSG00000199866.1 Y_RNA chr2 172558151 172558252 - -ENSG00000230104.1 AC018712.2 chr2 172674212 172674898 - -ENSG00000228016.1 RAPGEF4-AS1 chr2 172677141 172736206 - -ENSG00000239041.1 snoU13 chr2 172691299 172691402 + -ENSG00000091428.17 RAPGEF4 chr2 172735274 173052893 + -ENSG00000232292.1 ALDH7A1P2 chr2 172893763 172894383 - -ENSG00000265709.1 AC019046.1 chr2 173061732 173061812 + -ENSG00000091436.16 pk chr2 173075435 173268010 + -ENSG00000238133.6 MLK7-AS1 chr2 173166446 173282036 - -ENSG00000231735.1 RP11-1O7.1 chr2 173297629 173298512 + -ENSG00000236391.3 AC092573.2 chr2 173338219 173356208 - -ENSG00000144354.13 CDCA7 chr2 173354820 173368997 + -ENSG00000213148.3 AC073465.1 chr2 173431349 173431812 - -ENSG00000236832.1 AC073465.2 chr2 173477996 173478400 - -ENSG00000226131.1 AC073465.3 chr2 173485865 173486362 - -ENSG00000237016.1 AC013410.1 chr2 173575110 173576341 - -ENSG00000237617.1 AC013410.2 chr2 173705948 173706148 - -ENSG00000270460.1 RP11-796E10.1 chr2 173811076 173811392 + -ENSG00000234415.1 RPL5P7 chr2 173871653 173872465 - -ENSG00000224638.1 AC106900.6 chr2 173880865 173899428 - -ENSG00000172845.13 SP3 chr2 173906459 173965702 - -ENSG00000271151.1 RP11-394I13.2 chr2 173968351 173969418 + -ENSG00000273258.1 RP11-394I13.3 chr2 174011856 174012975 - -ENSG00000260868.1 RP11-394I13.1 chr2 174025280 174027163 + -ENSG00000235414.3 AC016737.1 chr2 174043008 174043880 + -ENSG00000138430.15 OLA1 chr2 174072447 174248698 - -ENSG00000270799.1 RP11-451F14.1 chr2 174171891 174172725 + -ENSG00000243770.3 RN7SL65P chr2 174240143 174240457 - -ENSG00000201088.1 Y_RNA chr2 174264878 174264981 - -ENSG00000227180.1 AC013467.1 chr2 174299324 174300956 - -ENSG00000237804.1 HNRNPA1P39 chr2 174310015 174310974 - -ENSG00000231453.1 LINC01305 chr2 174326027 174330643 + -ENSG00000280414.1 RP11-572N21.1 chr2 174334438 174337566 - -ENSG00000217236.1 SP9 chr2 174334946 174338492 + -ENSG00000138433.15 CIR1 chr2 174348022 174395715 - -ENSG00000144306.13 SCRN3 chr2 174395730 174429575 + -ENSG00000163328.13 GPR155 chr2 174431571 174487094 - -ENSG00000226853.2 AC010894.3 chr2 174487389 174488386 + -ENSG00000179997.8 AC010894.4 chr2 174501952 174502312 + -ENSG00000279884.1 RP11-483E17.1 chr2 174545385 174546335 - -ENSG00000236449.1 AC018890.6 chr2 174547141 174774827 + -ENSG00000206965.1 RNU6-5P chr2 174557966 174558072 - -ENSG00000115935.16 WIPF1 chr2 174559572 174682916 - -ENSG00000237798.1 AC010894.5 chr2 174575227 174587726 + -ENSG00000235655.3 H3F3AP4 chr2 174719908 174720318 + -ENSG00000138435.14 CHRNA1 chr2 174747592 174764472 - -ENSG00000237104.1 AC018890.4 chr2 174783046 174787928 - -ENSG00000128656.13 CHN1 chr2 174799363 175005369 - -ENSG00000281373.1 Y_RNA chr2 174977803 174977897 + -ENSG00000212167.1 RNU6-763P chr2 175022214 175022319 + -ENSG00000199827.1 RNU6-1290P chr2 175029769 175029877 + -ENSG00000227187.1 RP11-6C10.1 chr2 175033778 175034192 - -ENSG00000266510.1 AC007435.1 chr2 175034517 175034590 - -ENSG00000115966.16 ATF2 chr2 175072250 175168382 - -ENSG00000277948.1 uc_338 chr2 175092401 175092587 - -ENSG00000215973.1 MIR933 chr2 175167633 175167709 - -ENSG00000229750.1 AC096649.2 chr2 175167904 175168522 + -ENSG00000154518.9 ATP5G3 chr2 175176258 175184607 - -ENSG00000200121.2 Y_RNA chr2 175176493 175176586 - -ENSG00000233131.1 AC096649.1 chr2 175184215 175184607 + -ENSG00000229066.1 AC096649.3 chr2 175257250 175454640 + -ENSG00000221347.1 AC096649.4 chr2 175330373 175330472 + -ENSG00000223976.1 EXTL2P1 chr2 175842887 175843302 + -ENSG00000235047.1 AC016751.3 chr2 175897336 175904232 + -ENSG00000229779.1 AC016751.2 chr2 175904371 175905502 - -ENSG00000144320.13 KIAA1715 chr2 175923892 176002839 - -ENSG00000174279.4 EVX2 chr2 176077472 176083913 - -ENSG00000128714.5 HOXD13 chr2 176092891 176095938 + -ENSG00000170178.6 HOXD12 chr2 176099730 176101193 + -ENSG00000128713.12 HOXD11 chr2 176104216 176109754 + -ENSG00000128710.5 HOXD10 chr2 176108790 176119942 + -ENSG00000237380.6 HOXD-AS2 chr2 176121611 176137098 - -ENSG00000128709.11 HOXD9 chr2 176122720 176124937 + -ENSG00000281719.1 AC009336.1 chr2 176125773 176125910 - -ENSG00000175879.8 HOXD8 chr2 176129694 176132695 + -ENSG00000128652.11 HOXD3 chr2 176136612 176173102 + -ENSG00000207744.1 MIR10B chr2 176150303 176150412 + -ENSG00000278500.1 AC009336.19 chr2 176151085 176173097 + -ENSG00000170166.5 HOXD4 chr2 176151222 176153226 + -ENSG00000272729.1 RP11-387A1.5 chr2 176164164 176165716 - -ENSG00000224189.6 HAGLR chr2 176173195 176188958 - -ENSG00000226363.3 HAGLROS chr2 176177717 176179008 + -ENSG00000128645.12 HOXD1 chr2 176188579 176190907 + -ENSG00000277284.1 MIR7704 chr2 176188843 176188901 + -ENSG00000279160.1 RP11-387A1.6 chr2 176189919 176192538 - -ENSG00000218175.2 AC016739.2 chr2 176200908 176201252 - -ENSG00000230384.1 AC016739.1 chr2 176242111 176242993 + -ENSG00000128654.13 MTX2 chr2 176269395 176338025 + -ENSG00000264392.2 AC016739.3 chr2 176270241 176270330 - -ENSG00000237260.1 AC073069.2 chr2 176338637 176339077 + -ENSG00000265186.1 AC068706.2 chr2 176382232 176382332 - -ENSG00000221304.1 AC068706.1 chr2 176383427 176383576 - -ENSG00000229434.1 AC017048.1 chr2 176506245 176507702 - -ENSG00000236231.1 AC017048.2 chr2 176524879 176531683 - -ENSG00000272551.1 RP11-324L17.1 chr2 176611437 176612249 - -ENSG00000163364.9 LINC01116 chr2 176629589 176637931 - -ENSG00000224577.1 LINC01117 chr2 176637710 176655958 + -ENSG00000252027.1 RNU6ATAC14P chr2 176664676 176664766 + -ENSG00000230552.5 AC092162.1 chr2 176724268 176819310 - -ENSG00000237053.1 FUCA1P1 chr2 176804987 176806337 - -ENSG00000223777.1 AC092162.2 chr2 176809426 176809859 - -ENSG00000279205.1 RP11-632P5.1 chr2 176822030 176823653 + -ENSG00000227098.1 AC073636.1 chr2 176845993 176849428 - -ENSG00000206866.1 RNU6-187P chr2 176929985 176930090 - -ENSG00000236501.5 AC079305.11 chr2 176990508 177164516 - -ENSG00000251746.1 RNA5SP112 chr2 177138699 177138797 + -ENSG00000229337.1 AC079305.8 chr2 177155622 177212662 - -ENSG00000226273.2 AC079305.5 chr2 177177695 177178255 + -ENSG00000201102.1 Y_RNA chr2 177194983 177195095 + -ENSG00000213069.3 KRT8P40 chr2 177197985 177198547 + -ENSG00000170144.18 HNRNPA3 chr2 177212563 177223958 + -ENSG00000263721.1 MIR4444-1 chr2 177212726 177212799 + -ENSG00000116044.15 NFE2L2 chr2 177227595 177392697 - -ENSG00000225808.1 DNAJC19P5 chr2 177229191 177229506 - -ENSG00000265396.1 MIR3128 chr2 177255945 177256010 - -ENSG00000222043.2 AC079305.10 chr2 177264359 177265515 + -ENSG00000213963.6 AC074286.1 chr2 177283508 177392691 - -ENSG00000271825.1 RP11-337N6.2 chr2 177300600 177302006 + -ENSG00000271996.1 RP11-337N6.1 chr2 177306373 177310572 + -ENSG00000278418.1 MIR6512 chr2 177313806 177313882 - -ENSG00000280374.1 RP11-337N6.3 chr2 177317715 177318471 - -ENSG00000237178.2 AC019080.1 chr2 177344443 177344836 + -ENSG00000238295.1 snoU13 chr2 177345858 177345961 - -ENSG00000018510.12 AGPS chr2 177392644 177543836 + -ENSG00000196659.9 TTC30B chr2 177548998 177553014 - -ENSG00000237655.1 AC073834.3 chr2 177603089 177618572 + -ENSG00000197557.6 TTC30A chr2 177612992 177618966 - -ENSG00000128655.16 PDE11A chr2 177623252 178108339 - -ENSG00000229941.5 AC012499.1 chr2 177698429 177723289 + -ENSG00000236664.1 AC011998.1 chr2 177953111 178011989 - -ENSG00000213962.2 API5P2 chr2 177997273 177998770 - -ENSG00000229744.1 AC011998.2 chr2 178017993 178018465 + -ENSG00000206788.1 RNU6-629P chr2 178038902 178039004 + -ENSG00000249909.1 CYCTP chr2 178092503 178104470 - -ENSG00000227241.1 AC011998.4 chr2 178105637 178105753 + -ENSG00000155636.14 RBM45 chr2 178112424 178139011 + -ENSG00000223096.1 RNU5E-9P chr2 178142548 178142651 + -ENSG00000079156.16 OSBPL6 chr2 178194481 178402891 + -ENSG00000223960.6 AC009948.5 chr2 178413939 178440243 + -ENSG00000180228.12 PRKRA chr2 178431414 178451512 - -ENSG00000204311.11 DFNB59 chr2 178451436 178461390 + -ENSG00000238082.1 AC009948.7 chr2 178454716 178455428 + -ENSG00000079150.17 FKBP7 chr2 178463664 178478600 - -ENSG00000116095.10 PLEKHA3 chr2 178480468 178516462 + -ENSG00000237298.8 TTN-AS1 chr2 178521183 178779963 + -ENSG00000155657.23 TTN chr2 178525989 178830802 - -ENSG00000270956.1 RP11-65L3.4 chr2 178541125 178541799 + -ENSG00000270277.1 RP11-65L3.2 chr2 178548884 178550681 + -ENSG00000279598.1 RP11-65L3.3 chr2 178554561 178558966 + -ENSG00000271011.1 RP11-171I2.5 chr2 178577103 178577622 + -ENSG00000270574.1 RP11-171I2.2 chr2 178578790 178580906 + -ENSG00000271141.1 RP11-171I2.4 chr2 178616581 178617123 + -ENSG00000271401.1 RP11-171I2.3 chr2 178644717 178645179 + -ENSG00000267784.1 RP11-171I2.1 chr2 178723457 178727046 + -ENSG00000163492.13 CCDC141 chr2 178829757 179050086 - -ENSG00000238542.1 RNU7-104P chr2 178831371 178831449 - -ENSG00000231541.1 RPS6P2 chr2 179001756 179002760 + -ENSG00000252000.1 ACA59 chr2 179023257 179023378 - -ENSG00000187231.13 SESTD1 chr2 179101692 179264790 - -ENSG00000237477.1 AC093911.1 chr2 179273831 179285707 + -ENSG00000237964.3 AC068042.1 chr2 179399728 179400875 - -ENSG00000144331.18 ZNF385B chr2 179441982 179861505 - -ENSG00000213126.2 AC092642.1 chr2 179814251 179814675 + -ENSG00000221240.1 MIR1258 chr2 179860836 179860908 - -ENSG00000280636.1 SNORA43 chr2 179934401 179934538 - -ENSG00000202216.2 SNORA17 chr2 179934402 179934527 - -ENSG00000163510.13 CWC22 chr2 179944876 180007113 - -ENSG00000281155.1 AC096587.1 chr2 179993129 179993201 + -ENSG00000270289.1 RP11-512G4.1 chr2 180473137 180473419 - -ENSG00000225258.1 AC009478.1 chr2 180571712 180692454 - -ENSG00000264976.1 AC009478.2 chr2 180617118 180617206 - -ENSG00000281131.1 SCHLAP1 chr2 180692104 180916939 + -ENSG00000279559.1 RP11-739A13.1 chr2 180801227 180801533 + -ENSG00000226564.1 FTH1P20 chr2 180872867 180873414 - -ENSG00000236667.1 AC104076.2 chr2 180938830 180939298 - -ENSG00000170035.15 UBE2E3 chr2 180967248 181076585 + -ENSG00000236153.1 AC104076.3 chr2 180979427 180980090 - -ENSG00000238171.1 AC068196.1 chr2 181076051 181105968 - -ENSG00000234663.5 AC104820.2 chr2 181101932 181399559 + -ENSG00000266705.1 MIR4437 chr2 181305593 181305652 - -ENSG00000226681.1 AC020595.1 chr2 181422154 181425749 - -ENSG00000115232.13 ITGA4 chr2 181457202 181536187 + -ENSG00000188452.13 CERKL chr2 181536676 181680665 - -ENSG00000162992.3 NEUROD1 chr2 181673088 181680876 - -ENSG00000234595.1 AC013733.3 chr2 181683113 181685707 + -ENSG00000225570.1 AC013733.4 chr2 181690380 181693415 - -ENSG00000223873.1 SAP18P2 chr2 181694442 181694900 + -ENSG00000221023.1 RNU6ATAC19P chr2 181738606 181738715 + -ENSG00000260742.1 RP11-366L5.1 chr2 181887851 181891663 - -ENSG00000138434.16 SSFA2 chr2 181891833 181930738 + -ENSG00000150722.10 PPP1R1C chr2 181954241 182131398 + -ENSG00000213958.2 KRT18P29 chr2 181961212 181962478 - -ENSG00000222418.1 RNA5SP113 chr2 182048822 182048905 + -ENSG00000265129.1 AC064837.1 chr2 182088429 182088616 - -ENSG00000115252.18 PDE1A chr2 182140036 182523192 - -ENSG00000242121.3 RN7SL267P chr2 182314284 182314544 + -ENSG00000281257.1 AC012500.1 chr2 182314454 182314536 + -ENSG00000216011.2 AC010888.1 chr2 182460808 182460895 + -ENSG00000077232.16 DNAJC10 chr2 182716041 182794464 + -ENSG00000232430.1 RPL31P15 chr2 182788098 182788435 + -ENSG00000212404.1 Y_RNA chr2 182828124 182828221 + -ENSG00000162998.4 FRZB chr2 182833275 182867162 - -ENSG00000207178.1 RNU6-1122P chr2 182873841 182873947 + -ENSG00000061676.14 NCKAP1 chr2 182909115 183038858 - -ENSG00000202141.1 Y_RNA chr2 183022859 183022971 - -ENSG00000221498.1 SNORA77 chr2 183064235 183064346 - -ENSG00000231203.1 KRT8P10 chr2 183071040 183072486 - -ENSG00000162999.12 DUSP19 chr2 183078559 183100005 + -ENSG00000224643.5 AC064871.3 chr2 183083405 183108519 - -ENSG00000163002.12 NUP35 chr2 183117513 183161680 + -ENSG00000272800.1 RP11-438L19.1 chr2 183214319 183215400 + -ENSG00000213120.3 LIN28AP1 chr2 183260642 183261046 + -ENSG00000177855.8 CACYBPP2 chr2 183607442 183608119 - -ENSG00000234172.1 AC093639.1 chr2 183904529 183949112 + -ENSG00000266808.1 MIR548AE1 chr2 184378975 184379044 + -ENSG00000170396.7 ZNF804A chr2 184598366 184939492 + -ENSG00000237824.2 RPL23AP33 chr2 184902111 184902562 - -ENSG00000225406.1 AC080125.1 chr2 185547135 185547818 - -ENSG00000212581.1 U8 chr2 185661774 185661906 + -ENSG00000226747.6 AC007966.1 chr2 185719874 185740479 - -ENSG00000188738.13 FSIP2 chr2 185738628 185833290 + -ENSG00000231646.5 FSIP2-AS1 chr2 185783691 185800151 - -ENSG00000224019.1 RPL21P32 chr2 185956587 185957063 - -ENSG00000237877.6 LINC01473 chr2 186032891 186083233 - -ENSG00000226410.1 AC104058.1 chr2 186162949 186163245 - -ENSG00000232568.2 RPL23AP35 chr2 186261419 186261919 - -ENSG00000259915.2 RP11-410E4.1 chr2 186354570 186356773 - -ENSG00000227692.1 MED28P3 chr2 186364598 186365128 + -ENSG00000065548.17 ZC3H15 chr2 186486156 186509363 + -ENSG00000224323.2 DPRXP1 chr2 186488624 186489083 - -ENSG00000281192.1 AC018867.1 chr2 186501707 186502265 - -ENSG00000138448.11 ITGAV chr2 186590065 186680901 + -ENSG00000227227.1 AC017101.10 chr2 186641339 186695287 - -ENSG00000144369.12 FAM171B chr2 186693971 186765965 + -ENSG00000163012.3 ZSWIM2 chr2 186827835 186849208 - -ENSG00000226553.1 AC018735.1 chr2 187001876 187003377 - -ENSG00000224063.5 AC007319.1 chr2 187003220 187554663 + -ENSG00000222845.1 RN7SKP42 chr2 187122562 187122861 - -ENSG00000199626.1 RNU6-989P chr2 187270698 187270804 - -ENSG00000064989.12 CALCRL chr2 187343129 187448460 - -ENSG00000231739.2 GAPDHP59 chr2 187415552 187415818 + -ENSG00000003436.14 TFPI chr2 187464230 187565760 - -ENSG00000231689.2 LINC01090 chr2 187712816 188384313 - -ENSG00000252004.2 AC068718.1 chr2 187742587 187742674 - -ENSG00000235616.1 ST13P2 chr2 187825341 187826449 + -ENSG00000213115.2 AC104131.1 chr2 188227189 188228382 + -ENSG00000200650.1 RNA5SP114 chr2 188276732 188276844 - -ENSG00000144366.15 GULP1 chr2 188291669 188595931 + -ENSG00000207951.1 MIR561 chr2 188297492 188297588 + -ENSG00000223523.1 AC079613.1 chr2 188598791 188839445 - -ENSG00000174325.4 DIRC1 chr2 188734155 188790104 - -ENSG00000168542.12 COL3A1 chr2 188974320 189012746 + -ENSG00000281204.1 AC066694.1 chr2 188974419 188974555 + -ENSG00000221502.1 MIR1245A chr2 188978092 188978161 + -ENSG00000204262.11 COL5A2 chr2 189031896 189179879 - -ENSG00000228073.1 AC133106.2 chr2 189095063 189096158 + -ENSG00000264725.1 MIR3129 chr2 189133036 189133111 - -ENSG00000277207.1 AC118063.2 chr2 189280928 189281017 - -ENSG00000213601.3 KRT18P19 chr2 189311263 189311967 - -ENSG00000266817.1 AC118063.1 chr2 189311671 189311761 - -ENSG00000115368.9 WDR75 chr2 189441433 189475565 + -ENSG00000233996.1 AC013439.4 chr2 189486480 189487992 - -ENSG00000138449.10 SLC40A1 chr2 189560579 189583758 - -ENSG00000276828.1 RP11-88L20.1 chr2 189625443 189626259 - -ENSG00000138381.9 ASNSD1 chr2 189661385 189670831 + -ENSG00000151687.14 ANKAR chr2 189674290 189761193 + -ENSG00000128694.11 OSGEPL1 chr2 189746660 189763227 - -ENSG00000223249.1 Y_RNA chr2 189753464 189753559 + -ENSG00000253559.1 OSGEPL1-AS1 chr2 189762704 189765556 + -ENSG00000273240.1 RP11-455J20.3 chr2 189763859 189764456 - -ENSG00000128699.13 ORMDL1 chr2 189770323 189784371 - -ENSG00000064933.16 PMS1 chr2 189784085 189877629 + -ENSG00000187699.10 C2orf88 chr2 189879609 190203484 + -ENSG00000223824.1 AC019178.3 chr2 189917254 189917758 - -ENSG00000204253.4 HNRNPCP2 chr2 189923336 189924216 + -ENSG00000213110.2 AC019178.2 chr2 189930277 189931010 - -ENSG00000138379.4 MSTN chr2 190055697 190062729 - -ENSG00000198130.14 HIBCH chr2 190189735 190344193 - -ENSG00000151689.12 INPP1 chr2 190343470 190371665 + -ENSG00000151690.14 MFSD6 chr2 190408355 190509205 + -ENSG00000272979.1 RP11-647K16.1 chr2 190454092 190454521 - -ENSG00000189362.11 NEMP2 chr2 190504342 190534722 - -ENSG00000233654.1 AC093388.3 chr2 190534855 190568102 + -ENSG00000251935.1 RN7SKP179 chr2 190553264 190553480 - -ENSG00000138386.16 NAB1 chr2 190646746 190692766 + -ENSG00000228509.5 AC006460.2 chr2 190676944 190708716 - -ENSG00000235852.1 AC005540.3 chr2 190880797 190882059 - -ENSG00000115419.12 GLS chr2 190880827 190965552 + -ENSG00000280517.1 AC005540.1 chr2 190880854 190880942 + -ENSG00000115415.18 STAT1 chr2 190964358 191020960 - -ENSG00000229023.1 AC067945.3 chr2 190992639 190993567 - -ENSG00000230686.1 AC067945.2 chr2 191017954 191019079 + -ENSG00000231858.5 AC067945.4 chr2 191021526 191032314 + -ENSG00000138378.17 STAT4 chr2 191029576 191151596 - -ENSG00000207402.1 RNU6-959P chr2 191121950 191122056 + -ENSG00000280083.1 RP11-317J9.1 chr2 191154118 191156070 - -ENSG00000230611.1 HMGB1P27 chr2 191174233 191174835 + -ENSG00000227542.1 AC092614.2 chr2 191229165 191246172 - -ENSG00000128641.17 MYO1B chr2 191245185 191425389 + -ENSG00000278321.1 AC092614.1 chr2 191288794 191288878 - -ENSG00000252130.1 RNU6-1045P chr2 191370938 191371044 + -ENSG00000275235.1 AC068056.1 chr2 191450983 191451092 - -ENSG00000173559.12 NABP1 chr2 191678068 191696659 + -ENSG00000274845.1 uc_338 chr2 191682452 191682633 + -ENSG00000281467.1 Clostridiales-1 chr2 191699476 191699631 - -ENSG00000225884.2 AC098872.3 chr2 191793425 191820250 + -ENSG00000168497.4 SDPR chr2 191834302 191847255 - -ENSG00000233766.7 AC098617.1 chr2 191846539 192044525 + -ENSG00000213946.3 DNAJB1P1 chr2 191881182 191882205 - -ENSG00000144339.11 TMEFF2 chr2 191949043 192195709 - -ENSG00000229395.1 AC013401.1 chr2 192629919 192645706 + -ENSG00000232227.5 AC013401.2 chr2 192644102 192645387 - -ENSG00000227418.6 PCGEM1 chr2 192749845 192776899 + -ENSG00000226242.1 RPS17P8 chr2 192774082 192774416 + -ENSG00000278406.1 PCGEM1 chr2 192775943 192776073 + -ENSG00000232658.1 AC092638.1 chr2 193256483 193257757 + -ENSG00000235218.2 AC092638.2 chr2 193276668 193277614 - -ENSG00000224219.1 AC074290.1 chr2 193730555 193730689 - -ENSG00000260142.1 RP11-764E7.1 chr2 193898367 193899394 + -ENSG00000224670.1 AC068135.1 chr2 194027919 194028164 + -ENSG00000215043.2 GLULP6 chr2 194129354 194130266 - -ENSG00000236695.1 HNRNPA1P47 chr2 194187379 194188309 + -ENSG00000225539.5 AC018799.1 chr2 194344269 194419645 + -ENSG00000225394.1 AC106883.1 chr2 194454581 194455142 - -ENSG00000264560.1 AC073973.1 chr2 194558174 194558274 - -ENSG00000276123.1 Metazoa_SRP chr2 194658376 194658675 - -ENSG00000252517.1 SNORD59 chr2 194664107 194664174 - -ENSG00000230173.1 AC006196.1 chr2 194730595 194761435 + -ENSG00000235056.1 AC010983.1 chr2 195003711 195026370 - -ENSG00000224099.1 AC064834.1 chr2 195448532 195478925 + -ENSG00000271893.1 RP11-762E8.1 chr2 195451778 195515699 - -ENSG00000202206.1 RNU6-169P chr2 195514036 195514142 + -ENSG00000223466.1 AC064834.2 chr2 195533035 195538681 + -ENSG00000234919.1 AC064834.3 chr2 195569628 195572970 - -ENSG00000196950.13 SLC39A10 chr2 195575977 195737702 + -ENSG00000213107.2 AHCYP5 chr2 195582794 195584031 - -ENSG00000201813.1 RNU6-915P chr2 195670372 195670474 - -ENSG00000118997.13 DNAH7 chr2 195737703 196068812 - -ENSG00000203435.2 E2F3P2 chr2 195994259 195995680 - -ENSG00000227878.2 AC114760.1 chr2 196063312 196063963 - -ENSG00000081320.10 STK17B chr2 196133566 196176503 - -ENSG00000272211.1 RP11-347P5.1 chr2 196151263 196154881 + -ENSG00000138411.10 HECW2 chr2 196194370 196593692 - -ENSG00000229056.2 AC020571.3 chr2 196260024 196264204 + -ENSG00000276200.1 RN7SL820P chr2 196289409 196289707 + -ENSG00000144395.17 CCDC150 chr2 196639554 196763490 + -ENSG00000252923.1 SCARNA16 chr2 196686148 196686330 - -ENSG00000119041.10 GTF3C3 chr2 196763032 196799725 - -ENSG00000187944.2 C2orf66 chr2 196805002 196810276 - -ENSG00000280176.1 RP11-84A12.1 chr2 196831975 196832190 - -ENSG00000197121.14 PGAP1 chr2 196833004 196927796 - -ENSG00000065413.16 ANKRD44 chr2 196967017 197311173 - -ENSG00000225636.1 HNRNPA3P15 chr2 197014990 197016015 + -ENSG00000224442.1 AC017035.2 chr2 197028711 197030143 - -ENSG00000231621.1 AC013264.2 chr2 197197991 197199273 + -ENSG00000236977.1 ANKRD44-IT1 chr2 197250858 197302519 - -ENSG00000230482.1 ATP5G2P3 chr2 197263111 197263535 + -ENSG00000225979.1 AC010746.3 chr2 197311393 197312740 + -ENSG00000213104.3 NPM1P46 chr2 197379701 197380892 - -ENSG00000115524.15 SF3B1 chr2 197389784 197435091 - -ENSG00000202434.1 SNORA4 chr2 197404718 197404854 + -ENSG00000206836.1 RNU6-1029P chr2 197447745 197447851 + -ENSG00000115520.8 COQ10B chr2 197453423 197475308 + -ENSG00000144381.16 HSPD1 chr2 197486581 197516737 - -ENSG00000115541.10 HSPE1 chr2 197499994 197503457 + -ENSG00000270757.1 HSPE1-MOB4 chr2 197500413 197550726 + -ENSG00000115540.14 MOB4 chr2 197515571 197553699 + -ENSG00000231699.1 AC020550.7 chr2 197533803 197533965 + -ENSG00000162944.10 RFTN2 chr2 197568224 197676045 - -ENSG00000222017.1 AC011997.1 chr2 197693106 197774823 + -ENSG00000247626.4 MARS2 chr2 197705369 197708387 + -ENSG00000152430.17 BOLL chr2 197726879 197786762 - -ENSG00000115896.15 PLCL1 chr2 197804702 198572581 + -ENSG00000237035.1 AC109589.1 chr2 198187802 198191521 - -ENSG00000236653.1 AC005235.1 chr2 198299363 198375097 - -ENSG00000225421.1 AC019330.1 chr2 198553195 198772356 - -ENSG00000252511.1 AC019330.2 chr2 198566645 198566729 - -ENSG00000280599.1 AC068121.1 chr2 198701022 198701166 + -ENSG00000231557.1 AC018717.1 chr2 198882573 199071791 - -ENSG00000230407.1 AC018717.2 chr2 199108584 199110088 + -ENSG00000238698.1 RNU7-147P chr2 199191059 199191120 + -ENSG00000119042.16 SATB2 chr2 199269500 199471266 - -ENSG00000257045.1 RP11-486F17.1 chr2 199325310 199329362 + -ENSG00000225953.2 SATB2-AS1 chr2 199457700 199476935 + -ENSG00000238217.5 AC093590.1 chr2 199608068 199659132 + -ENSG00000213938.3 SEPHS1P6 chr2 199659551 199660729 + -ENSG00000226124.6 FTCDNL1 chr2 199760544 199851173 - -ENSG00000232732.9 AC073043.1 chr2 199867396 199911159 - -ENSG00000227004.2 AC108032.1 chr2 199872172 199872378 + -ENSG00000240302.3 RN7SL717P chr2 199901081 199901377 - -ENSG00000178074.5 C2orf69 chr2 199911256 199955935 + -ENSG00000162971.10 TYW5 chr2 199929975 199955736 - -ENSG00000162972.10 C2orf47 chr2 199955317 200008540 + -ENSG00000196141.12 SPATS2L chr2 200305881 200482263 + -ENSG00000201649.1 RNY4P34 chr2 200373175 200373269 + -ENSG00000280896.1 Metazoa_SRP chr2 200460651 200460976 - -ENSG00000155729.12 KCTD18 chr2 200488952 200519784 - -ENSG00000163535.17 SGOL2 chr2 200510008 200583782 + -ENSG00000138356.13 AOX1 chr2 200585868 200677064 + -ENSG00000276477.1 AC007163.1 chr2 200675855 200675945 - -ENSG00000244301.5 AOX3P chr2 200678233 200738781 + -ENSG00000280298.1 AC007163.2 chr2 200682822 200683196 + -ENSG00000243478.7 AOX2P chr2 200695917 200794239 + -ENSG00000237166.1 AC007163.3 chr2 200712305 200735177 - -ENSG00000201737.1 RNU1-133P chr2 200775584 200775750 + -ENSG00000230408.3 AC007163.6 chr2 200780495 200812170 - -ENSG00000082153.17 BZW1 chr2 200810594 200827338 + -ENSG00000207116.1 RNU6-31P chr2 200830009 200830116 + -ENSG00000221530.1 AC005037.1 chr2 200843186 200843299 - -ENSG00000224346.1 BICD1P1 chr2 200844240 200845461 + -ENSG00000223092.1 RNA5SP115 chr2 200849038 200849144 - -ENSG00000013441.15 CLK1 chr2 200853009 200864744 - -ENSG00000252759.1 Y_RNA chr2 200863152 200863247 - -ENSG00000240344.8 PPIL3 chr2 200870907 200889303 - -ENSG00000201499.1 RNU6-312P chr2 200881715 200881821 - -ENSG00000196290.14 NIF3L1 chr2 200889327 200903930 + -ENSG00000252916.1 RNU6-762P chr2 200899020 200899121 + -ENSG00000115942.8 ORC2 chr2 200908973 200963680 - -ENSG00000183308.6 AC005037.3 chr2 200963263 201009102 + -ENSG00000155744.9 FAM126B chr2 200973718 201071671 - -ENSG00000225695.1 HNRNPA1P35 chr2 201063089 201064051 + -ENSG00000226658.1 RPL23AP30 chr2 201066691 201067191 + -ENSG00000119013.8 NDUFB3 chr2 201071433 201085750 + -ENSG00000252148.1 RNU6-1206P chr2 201079842 201079944 + -ENSG00000273975.1 Metazoa_SRP chr2 201097744 201098091 + -ENSG00000232719.1 RP11-13J8.1 chr2 201101382 201103136 + -ENSG00000224672.4 AC007272.3 chr2 201102089 201102957 - -ENSG00000003402.19 CFLAR chr2 201116104 201176687 + -ENSG00000232133.1 IMPDH1P10 chr2 201137516 201140027 - -ENSG00000226312.7 CFLAR-AS1 chr2 201140278 201157823 - -ENSG00000238829.1 RNU7-45P chr2 201141904 201141966 + -ENSG00000235579.1 AC007283.4 chr2 201162484 201162680 - -ENSG00000234431.2 AC007283.5 chr2 201166965 201167546 + -ENSG00000003400.14 CASP10 chr2 201182881 201229406 + -ENSG00000227348.1 MTND5P25 chr2 201212283 201213081 - -ENSG00000225796.2 MTND4P23 chr2 201213298 201214660 - -ENSG00000235318.3 AC005037.6 chr2 201214653 201214950 - -ENSG00000064012.21 CASP8 chr2 201233443 201287711 + -ENSG00000155749.12 ALS2CR12 chr2 201288271 201357398 - -ENSG00000115993.11 TRAK2 chr2 201377207 201451611 - -ENSG00000082146.12 STRADB chr2 201387858 201480846 + -ENSG00000213090.2 AC007256.5 chr2 201410544 201413308 - -ENSG00000202008.1 Y_RNA chr2 201423513 201423604 + -ENSG00000155754.14 ALS2CR11 chr2 201487425 201619178 - -ENSG00000234842.1 AC007163.8 chr2 201549631 201550307 + -ENSG00000224299.1 AC007282.6 chr2 201550524 201551049 + -ENSG00000227736.1 AC007163.9 chr2 201552859 201553612 + -ENSG00000224590.1 AC007163.10 chr2 201553688 201554031 + -ENSG00000234731.2 AC007163.11 chr2 201554096 201554390 + -ENSG00000249177.1 MTND4P29 chr2 201554384 201556051 + -ENSG00000227841.1 MTND5P31 chr2 201556892 201558265 + -ENSG00000155755.18 TMEM237 chr2 201620184 201643570 - -ENSG00000241790.2 ENO1P4 chr2 201621646 201623430 - -ENSG00000082126.17 MPP4 chr2 201644870 201698694 - -ENSG00000222972.1 RNU6-651P chr2 201646716 201646820 + -ENSG00000003393.14 ALS2 chr2 201700554 201781189 - -ENSG00000281201.1 AC007279.1 chr2 201756774 201756898 + -ENSG00000230799.1 AC007279.2 chr2 201762737 201763573 + -ENSG00000138395.14 CDK15 chr2 201790461 201895550 + -ENSG00000202137.1 Y_RNA chr2 201808681 201808782 + -ENSG00000231124.1 UBE2V1P11 chr2 201824548 201824832 + -ENSG00000221374.1 AC007242.1 chr2 201841129 201841230 + -ENSG00000212184.1 RNU6-440P chr2 201927439 201927543 + -ENSG00000221489.1 AC007358.1 chr2 201953257 201953336 - -ENSG00000273209.1 RP11-107N15.1 chr2 202032770 202033537 - -ENSG00000155760.2 FZD7 chr2 202034587 202038445 + -ENSG00000182329.10 KIAA2012 chr2 202073255 202197862 + -ENSG00000222035.3 AC079354.3 chr2 202113626 202117058 - -ENSG00000274633.1 AC079354.1 chr2 202115167 202115260 - -ENSG00000231903.1 AC079354.5 chr2 202178660 202179391 - -ENSG00000227890.1 PSMA2P3 chr2 202179297 202179971 + -ENSG00000223825.5 DAZAP2P1 chr2 202201384 202201886 - -ENSG00000116030.16 SUMO1 chr2 202206180 202238608 - -ENSG00000224463.1 AC079354.6 chr2 202231696 202231849 + -ENSG00000055044.10 NOP58 chr2 202265716 202303666 + -ENSG00000212534.1 SNORD70 chr2 202276431 202276518 + -ENSG00000212309.1 SNORD70 chr2 202278108 202278192 + -ENSG00000271852.1 SNORD11B chr2 202291332 202291421 + -ENSG00000238317.2 SNORD11 chr2 202293051 202293134 + -ENSG00000264275.1 RN7SL753P chr2 202333439 202333728 + -ENSG00000281619.1 AC064836.1 chr2 202333642 202333724 + -ENSG00000226261.1 AC064836.3 chr2 202336024 202336727 - -ENSG00000272966.1 RP11-686O6.1 chr2 202336739 202337200 + -ENSG00000242696.3 RN7SL40P chr2 202357076 202357417 - -ENSG00000273456.1 RP11-686O6.2 chr2 202374932 202375604 - -ENSG00000204217.12 BMPR2 chr2 202376936 202567751 + -ENSG00000270915.1 RP11-27M5.1 chr2 202505012 202505343 - -ENSG00000236047.1 AC073410.1 chr2 202520401 202520989 + -ENSG00000223619.1 AC009960.1 chr2 202614214 202614704 + -ENSG00000233888.2 AC009960.2 chr2 202614853 202615529 + -ENSG00000235433.1 AC009960.4 chr2 202615769 202616440 + -ENSG00000237542.1 AC009960.5 chr2 202616700 202617212 + -ENSG00000233134.1 AC009960.7 chr2 202617284 202617627 + -ENSG00000241221.2 AC009960.6 chr2 202617695 202617987 + -ENSG00000227454.2 MTND4P30 chr2 202617983 202618881 + -ENSG00000233311.1 AC009960.3 chr2 202619185 202619896 - -ENSG00000138439.11 FAM117B chr2 202635188 202769757 + -ENSG00000163596.16 ICA1L chr2 202773150 202871985 - -ENSG00000240761.1 AC098831.4 chr2 202773720 202774360 - -ENSG00000233579.1 KRT8P15 chr2 202840331 202841781 - -ENSG00000281423.1 AC010900.1 chr2 202840949 202841082 + -ENSG00000138442.9 WDR12 chr2 202874782 203014798 - -ENSG00000138380.17 CARF chr2 202912214 202987063 + -ENSG00000232479.2 AC010900.2 chr2 202924609 202925904 + -ENSG00000270664.1 RP11-544H14.1 chr2 202995194 202995403 + -ENSG00000144426.18 NBEAL1 chr2 203014879 203226378 + -ENSG00000232994.1 RPL7P14 chr2 203040108 203040899 + -ENSG00000202059.1 SNORA1 chr2 203052285 203052418 - -ENSG00000228513.1 AC023271.1 chr2 203061314 203062403 - -ENSG00000225124.1 RPL23AP36 chr2 203074685 203075142 - -ENSG00000204196.5 AC011737.2 chr2 203190780 203191277 + -ENSG00000119004.14 CYP20A1 chr2 203238449 203305840 + -ENSG00000264041.2 RN7SL670P chr2 203259604 203259897 + -ENSG00000238285.1 MRPL50P2 chr2 203315390 203315871 - -ENSG00000138443.15 ABI2 chr2 203328219 203447723 + -ENSG00000256458.1 RP11-363J17.1 chr2 203328459 203329226 - -ENSG00000173166.17 RAPH1 chr2 203394345 203535410 - -ENSG00000233459.1 AC125238.2 chr2 203634577 203636016 - -ENSG00000233031.1 AC125238.3 chr2 203672175 203672423 - -ENSG00000178562.17 CD28 chr2 203706475 203738912 + -ENSG00000224791.1 KRT18P39 chr2 203764295 203765593 - -ENSG00000211573.2 AC125238.1 chr2 203764707 203764798 - -ENSG00000213925.3 NPM1P33 chr2 203772631 203773502 - -ENSG00000206970.1 RNU6-474P chr2 203782037 203782143 + -ENSG00000163599.14 CTLA4 chr2 203867786 203873960 + -ENSG00000163600.12 ICOS chr2 203936748 203961577 + -ENSG00000235951.1 AC009965.1 chr2 204065706 204067363 + -ENSG00000234714.1 AC009965.2 chr2 204090457 204109849 + -ENSG00000237271.1 AC009498.1 chr2 204228137 204234985 - -ENSG00000236681.1 DSTNP5 chr2 204306842 204307364 + -ENSG00000225304.1 AC106901.1 chr2 204379095 204379792 + -ENSG00000236634.1 AC016903.1 chr2 204470076 204473837 - -ENSG00000237843.1 AC016903.2 chr2 204475356 204507672 + -ENSG00000116117.17 PARD3B chr2 204545793 205620162 + -ENSG00000223890.1 AC008171.1 chr2 205253304 205253503 - -ENSG00000118257.16 NRP2 chr2 205681990 205798133 + -ENSG00000225216.6 AC007362.3 chr2 205756469 205764006 - -ENSG00000201875.1 RN7SKP178 chr2 205900630 205900958 + -ENSG00000213739.3 AC007679.1 chr2 205949091 205950145 + -ENSG00000225610.1 AC007679.3 chr2 205989585 206000858 + -ENSG00000114933.15 INO80D chr2 205993721 206086303 - -ENSG00000252485.1 Vault chr2 206007880 206007974 - -ENSG00000207386.1 Y_RNA chr2 206025593 206025697 + -ENSG00000237041.1 AC007679.4 chr2 206040432 206040845 + -ENSG00000227946.1 AC007383.3 chr2 206084605 206086564 + -ENSG00000023228.13 NDUFS1 chr2 206114817 206159603 - -ENSG00000231955.1 AC007383.4 chr2 206115547 206122323 + -ENSG00000237580.1 GCSHP3 chr2 206116110 206116500 - -ENSG00000114942.13 EEF1B2 chr2 206159585 206162928 + -ENSG00000277502.1 uc_338 chr2 206160843 206161024 + -ENSG00000281780.1 snoZ196 chr2 206161841 206161929 + -ENSG00000207047.2 SNORD51 chr2 206161878 206161957 + -ENSG00000207406.1 SNORA41 chr2 206162228 206162359 + -ENSG00000183671.12 GPR1 chr2 206175316 206218047 - -ENSG00000279220.1 GPR1-AS chr2 206203376 206266243 + -ENSG00000222496.1 RN7SKP200 chr2 206221315 206221634 + -ENSG00000159186.4 AC007383.6 chr2 206236236 206236871 - -ENSG00000224070.1 HMGN1P6 chr2 206259628 206259918 - -ENSG00000252716.1 RN7SKP260 chr2 206260066 206260214 - -ENSG00000204186.7 ZDBF2 chr2 206274663 206314428 + -ENSG00000279921.1 AC017081.1 chr2 206355739 206356119 + -ENSG00000180105.11 AC017081.2 chr2 206410087 206410909 - -ENSG00000234491.1 HNRNPA1P51 chr2 206419292 206420238 - -ENSG00000114948.12 ADAM23 chr2 206443539 206621130 + -ENSG00000228577.1 AC010731.2 chr2 206606497 206609812 - -ENSG00000231653.1 AC010731.3 chr2 206640073 206641282 + -ENSG00000235118.7 AC010731.4 chr2 206642418 206649449 + -ENSG00000232125.2 DYTN chr2 206651621 206718396 - -ENSG00000213083.3 AC010731.6 chr2 206686517 206687362 - -ENSG00000207319.1 Y_RNA chr2 206701065 206701185 - -ENSG00000138400.12 MDH1B chr2 206737763 206765547 - -ENSG00000118246.13 FASTKD2 chr2 206765357 206792509 + -ENSG00000263468.1 MIR3130-2 chr2 206783234 206783308 + -ENSG00000260171.1 RP11-95H11.1 chr2 206821190 206822294 - -ENSG00000229321.1 AC008269.2 chr2 206866795 206868289 + -ENSG00000144410.4 CPO chr2 206939554 206969474 + -ENSG00000118263.14 KLF7 chr2 207074137 207167267 - -ENSG00000253008.2 MIR2355 chr2 207109987 207110073 - -ENSG00000237892.1 KLF7-IT1 chr2 207120884 207122044 - -ENSG00000277590.1 MIR7845 chr2 207166400 207166498 + -ENSG00000224342.1 AC007879.1 chr2 207173634 207222790 + -ENSG00000234902.6 AC007879.2 chr2 207186717 207236066 - -ENSG00000225916.1 AC007879.4 chr2 207226949 207228308 + -ENSG00000240440.1 AC007879.3 chr2 207235299 207237875 - -ENSG00000229647.1 AC007879.7 chr2 207239650 207245887 + -ENSG00000223725.6 AC007879.5 chr2 207239864 207529795 - -ENSG00000225064.1 AC007879.6 chr2 207260445 207270690 + -ENSG00000221628.1 MIR1302-4 chr2 207269275 207269424 - -ENSG00000118260.14 CREB1 chr2 207529737 207603431 + -ENSG00000144401.14 METTL21A chr2 207580631 207625928 - -ENSG00000223433.1 AC079767.3 chr2 207654781 207654951 + -ENSG00000224137.1 AC079767.4 chr2 207662375 207667024 + -ENSG00000199251.1 RNU6-664P chr2 207680533 207680639 - -ENSG00000213082.3 PPP1R14BP2 chr2 207681590 207682033 + -ENSG00000200764.1 Y_RNA chr2 207687960 207688059 + -ENSG00000163249.9 CCNYL1 chr2 207711540 207761839 + -ENSG00000272851.1 RP11-801F7.1 chr2 207753872 207754435 - -ENSG00000264900.1 MIR4775 chr2 207754807 207754881 + -ENSG00000163251.3 FZD5 chr2 207762586 207769563 - -ENSG00000244567.1 AC096772.6 chr2 207821290 207822769 - -ENSG00000178385.13 PLEKHM3 chr2 207828303 208025560 - -ENSG00000225111.1 AC083900.1 chr2 207868582 207869915 - -ENSG00000212246.1 RNU6-360P chr2 208019638 208019741 - -ENSG00000185078.3 AC093698.1 chr2 208031383 208031953 - -ENSG00000251941.1 RNA5SP116 chr2 208054161 208054258 - -ENSG00000224839.1 AC093698.2 chr2 208057248 208057745 - -ENSG00000229150.1 CRYGEP chr2 208108233 208112511 - -ENSG00000118231.4 CRYGD chr2 208121607 208124501 - -ENSG00000163254.4 CRYGC chr2 208128137 208129830 - -ENSG00000224529.1 AC093698.4 chr2 208135394 208137697 - -ENSG00000182187.3 CRYGB chr2 208142573 208146168 - -ENSG00000168582.4 CRYGA chr2 208160740 208163576 - -ENSG00000188674.10 C2orf80 chr2 208165343 208190073 - -ENSG00000233869.1 AC016697.1 chr2 208208135 208208984 + -ENSG00000228111.1 TPT1P2 chr2 208214724 208222625 - -ENSG00000138413.13 IDH1 chr2 208236227 208266074 - -ENSG00000231908.1 IDH1-AS1 chr2 208255247 208256181 + -ENSG00000115020.16 PIKFYVE chr2 208266267 208358751 + -ENSG00000228380.1 MYL6BP1 chr2 208269343 208269957 - -ENSG00000144407.9 PTH2R chr2 208359714 208854503 + -ENSG00000213081.3 AC012362.3 chr2 208360631 208361369 - -ENSG00000227430.1 AC019185.2 chr2 208466238 208466626 - -ENSG00000231896.1 AC019185.4 chr2 208469850 208540413 + -ENSG00000232409.1 AC019185.3 chr2 208516908 208517230 + -ENSG00000202164.1 RNA5SP117 chr2 208920547 208920664 - -ENSG00000235864.1 HSPA8P6 chr2 209072597 209074148 - -ENSG00000276773.1 AC013409.1 chr2 209092541 209092629 - -ENSG00000232799.1 CRYGFP chr2 209145241 209147687 + -ENSG00000240286.1 MEAF6P1 chr2 209178804 209182018 + -ENSG00000229670.2 PKP4P1 chr2 209178966 209181123 + -ENSG00000276683.1 AC016743.1 chr2 209299795 209299862 - -ENSG00000078018.19 MAP2 chr2 209424058 209734118 + -ENSG00000222317.1 RNA5SP118 chr2 209721913 209722021 - -ENSG00000144406.18 UNC80 chr2 209771993 209999300 + -ENSG00000237194.1 SNAI1P1 chr2 209808804 209809580 + -ENSG00000197713.14 RPE chr2 210002565 210022259 + -ENSG00000144445.15 KANSL1L chr2 210021423 210171383 - -ENSG00000272807.1 RP11-260M2.1 chr2 210028417 210029156 + -ENSG00000229127.1 AC007038.7 chr2 210030733 210064356 + -ENSG00000231063.1 AC006994.1 chr2 210088226 210089064 + -ENSG00000231294.1 AC006994.2 chr2 210171518 210230383 + -ENSG00000115361.7 ACADL chr2 210187939 210225491 - -ENSG00000279317.1 AC006994.3 chr2 210232692 210233976 + -ENSG00000199203.1 Y_RNA chr2 210265963 210266074 + -ENSG00000168530.15 MYL1 chr2 210290150 210315190 - -ENSG00000234281.5 LANCL1-AS1 chr2 210324759 210469246 + -ENSG00000115365.11 LANCL1 chr2 210431249 210477652 - -ENSG00000021826.14 CPS1 chr2 210477682 210679107 + -ENSG00000280837.1 CPS1-IT1 chr2 210617571 210619876 + -ENSG00000271074.1 RP11-212J19.1 chr2 211104934 211105732 + -ENSG00000231017.1 AC013404.1 chr2 211298941 211299189 - -ENSG00000178568.13 ERBB4 chr2 211375717 212538841 - -ENSG00000199585.1 RNA5SP119 chr2 211535653 211535769 + -ENSG00000232631.1 MTND2P23 chr2 211777206 211777856 + -ENSG00000277155.1 AC105921.1 chr2 211778075 211778140 + -ENSG00000236007.1 AC105921.5 chr2 211778273 211779763 + -ENSG00000221782.1 MIR548F2 chr2 212426263 212426360 - -ENSG00000273118.1 AC079610.1 chr2 212581357 213021545 - -ENSG00000221388.1 AC093865.1 chr2 212763570 212763675 - -ENSG00000234308.2 AC093381.2 chr2 212795331 212819264 + -ENSG00000231254.2 PCED1CP chr2 212832161 212832945 + -ENSG00000223373.1 AC108066.1 chr2 212911003 212919809 + -ENSG00000266354.1 MIR4776-2 chr2 212926257 212926336 + -ENSG00000030419.16 IKZF2 chr2 212999691 213152427 - -ENSG00000270659.1 RP11-105N14.1 chr2 213152970 213153659 + -ENSG00000236193.3 RP11-105N14.3 chr2 213155806 213167712 - -ENSG00000272519.1 RP11-105N14.2 chr2 213266995 213276152 - -ENSG00000196096.3 AC079610.2 chr2 213276552 213284205 - -ENSG00000144451.18 SPAG16 chr2 213284379 214410501 + -ENSG00000265734.1 MIR4438 chr2 213758067 213758159 + -ENSG00000275977.1 AC008169.1 chr2 214042312 214042417 + -ENSG00000197585.9 AC107218.3 chr2 214250040 214684246 - -ENSG00000213917.2 RPL5P8 chr2 214280638 214281452 - -ENSG00000174453.9 VWC2L chr2 214411065 214578959 + -ENSG00000224257.1 VWC2L-IT1 chr2 214510196 214536890 + -ENSG00000177261.8 ENSAP3 chr2 214697727 214698059 + -ENSG00000138376.10 BARD1 chr2 214725646 214809711 - -ENSG00000229267.2 AC072062.1 chr2 214810229 214963274 + -ENSG00000207274.1 SNORA70 chr2 214846947 214847081 + -ENSG00000230076.1 AC016708.2 chr2 214847128 214847445 + -ENSG00000144452.14 ABCA12 chr2 214931542 215138428 - -ENSG00000227769.7 AC072062.3 chr2 215004782 215085488 + -ENSG00000237571.1 AC073284.4 chr2 215274992 215277947 + -ENSG00000138363.14 ATIC chr2 215311817 215349773 + -ENSG00000115414.18 FN1 chr2 215360440 215436172 - -ENSG00000230695.1 AC012462.1 chr2 215436253 215436992 + -ENSG00000225166.1 AC012462.2 chr2 215453707 215463871 + -ENSG00000228618.1 AC012462.3 chr2 215476667 215480248 + -ENSG00000234938.2 AC012668.1 chr2 215530447 215545526 - -ENSG00000237525.6 AC012668.2 chr2 215533133 215713895 + -ENSG00000227981.2 AC012668.3 chr2 215579407 215582635 - -ENSG00000235770.5 LINC00607 chr2 215611563 215843722 - -ENSG00000230838.1 AC093850.2 chr2 215718043 215719424 + -ENSG00000216721.3 AC093850.1 chr2 215804731 215804981 - -ENSG00000227824.1 AC122136.2 chr2 215869923 215870518 + -ENSG00000212055.1 AC122136.1 chr2 215878833 215878919 - -ENSG00000226276.1 AC093382.1 chr2 215939308 215941719 - -ENSG00000118242.15 MREG chr2 215942805 216034096 - -ENSG00000115425.13 PECR chr2 215996329 216082955 - -ENSG00000163449.10 TMEM169 chr2 216081866 216102783 + -ENSG00000079246.15 XRCC5 chr2 216107464 216206303 + -ENSG00000232970.1 POLHP1 chr2 216156342 216156811 - -ENSG00000236478.2 AC012513.4 chr2 216174896 216176032 - -ENSG00000279348.1 RP11-566E18.1 chr2 216211404 216213519 + -ENSG00000260804.3 PKI55 chr2 216217045 216220192 + -ENSG00000144583.4 MARCH4 chr2 216257865 216372027 - -ENSG00000231092.1 AC012513.6 chr2 216259595 216266130 + -ENSG00000233581.1 AC069155.1 chr2 216303325 216321737 + -ENSG00000207303.1 Y_RNA chr2 216351403 216351504 + -ENSG00000235042.1 AC098820.2 chr2 216385288 216412696 - -ENSG00000138375.12 SMARCAL1 chr2 216412414 216483053 + -ENSG00000232485.2 AC098820.3 chr2 216479030 216498761 - -ENSG00000241520.1 AC098820.4 chr2 216483032 216487196 - -ENSG00000197756.9 RPL37A chr2 216498189 216579180 + -ENSG00000224391.1 LINC01280 chr2 216590426 216606938 - -ENSG00000225794.1 AC073321.4 chr2 216604771 216611202 + -ENSG00000235444.2 PSMB3P2 chr2 216610342 216610959 - -ENSG00000115457.9 IGFBP2 chr2 216632828 216664436 + -ENSG00000115461.4 IGFBP5 chr2 216672105 216695525 - -ENSG00000236886.2 AC007563.5 chr2 216694464 216994079 + -ENSG00000237930.1 AC007563.4 chr2 216785774 216786144 - -ENSG00000222832.1 RNA5SP120 chr2 216793489 216793600 - -ENSG00000229352.1 AC007563.3 chr2 216799608 216805335 + -ENSG00000234588.1 FABP5P14 chr2 216805737 216806129 - -ENSG00000231597.1 AC007557.4 chr2 216854389 216855132 - -ENSG00000118245.2 TNP1 chr2 216859458 216860064 - -ENSG00000278951.1 AC007557.5 chr2 216863059 216865281 + -ENSG00000237479.1 AC007557.2 chr2 216866332 216867813 - -ENSG00000227021.1 AC007557.3 chr2 216868012 216869156 + -ENSG00000236295.1 AC007563.1 chr2 216870441 216873932 - -ENSG00000223874.1 AC007557.1 chr2 216870772 216871639 + -ENSG00000259855.1 RP11-574O16.1 chr2 216995906 216996490 + -ENSG00000251849.1 AC010887.1 chr2 217176498 217176582 + -ENSG00000251982.1 RN7SKP43 chr2 217251556 217251875 + -ENSG00000233143.1 DIRC3-AS1 chr2 217282739 217336120 + -ENSG00000278004.1 Pinc chr2 217283370 217283523 + -ENSG00000231672.6 DIRC3 chr2 217284019 217756593 - -ENSG00000224414.1 AC010886.2 chr2 217693895 217696763 + -ENSG00000231035.1 RPL7L1P9 chr2 217760547 217761291 - -ENSG00000079308.16 TNS1 chr2 217799789 218002995 - -ENSG00000275458.1 MIR6809 chr2 217900513 217900628 - -ENSG00000223923.1 AC010136.2 chr2 217978707 217992615 + -ENSG00000188282.12 RUFY4 chr2 218034960 218090581 + -ENSG00000229754.1 CXCR2P1 chr2 218059155 218065729 - -ENSG00000180871.7 CXCR2 chr2 218125289 218137253 + -ENSG00000163464.7 CXCR1 chr2 218162845 218166995 - -ENSG00000277115.1 AC097483.1 chr2 218179386 218179453 + -ENSG00000224159.1 HMGB1P9 chr2 218200434 218201388 + -ENSG00000163466.15 ARPC2 chr2 218217094 218254356 + -ENSG00000261338.2 RP11-378A13.1 chr2 218255319 218257366 + -ENSG00000179921.14 GPBAR1 chr2 218259496 218263859 + -ENSG00000127837.9 AAMP chr2 218264123 218270257 - -ENSG00000127838.13 PNKD chr2 218270392 218346793 + -ENSG00000135926.12 TMBIM1 chr2 218274192 218292586 - -ENSG00000274203.1 MIR6513 chr2 218280125 218280188 - -ENSG00000237281.1 CATIP-AS2 chr2 218326889 218357966 - -ENSG00000278524.1 MIR6810 chr2 218341911 218341980 + -ENSG00000230580.1 AC021016.7 chr2 218354075 218354572 + -ENSG00000158428.3 CATIP chr2 218356856 218368099 + -ENSG00000225062.1 CATIP-AS1 chr2 218366665 218367835 - -ENSG00000018280.16 SLC11A1 chr2 218382029 218396894 + -ENSG00000144579.7 CTDSP1 chr2 218398256 218405941 + -ENSG00000273361.1 RP11-378A13.2 chr2 218398743 218399219 - -ENSG00000199121.3 MIR26B chr2 218402637 218402746 + -ENSG00000127831.10 VIL1 chr2 218419092 218453295 + -ENSG00000135913.10 USP37 chr2 218450251 218568361 - -ENSG00000222714.1 RN7SKP38 chr2 218500729 218501037 - -ENSG00000144580.13 RQCD1 chr2 218568580 218597080 + -ENSG00000207393.1 RNU6-136P chr2 218589214 218589320 - -ENSG00000115556.13 PLCD4 chr2 218607765 218637184 + -ENSG00000273466.1 RP11-548H3.1 chr2 218633256 218634014 - -ENSG00000115568.15 ZNF142 chr2 218637916 218659655 - -ENSG00000074582.12 BCS1L chr2 218658764 218663443 + -ENSG00000163481.7 RNF25 chr2 218663864 218672411 - -ENSG00000163482.11 STK36 chr2 218672026 218702716 + -ENSG00000135912.10 TTLL4 chr2 218710845 218755416 + -ENSG00000135929.8 CYP27A1 chr2 218781749 218815293 + -ENSG00000272555.1 RP11-459I19.1 chr2 218818690 218819144 + -ENSG00000115592.11 PRKAG3 chr2 218822383 218832086 - -ENSG00000232625.1 RPL23AP31 chr2 218841599 218842065 + -ENSG00000115596.3 WNT6 chr2 218859821 218874233 + -ENSG00000135925.8 WNT10A chr2 218880363 218899581 + -ENSG00000228135.1 LINC01494 chr2 218900811 218930636 - -ENSG00000200029.1 RNU6-642P chr2 218916184 218916287 - -ENSG00000235024.1 AC097468.7 chr2 218944629 218961903 - -ENSG00000224928.2 KRT8P30 chr2 218953401 218954050 - -ENSG00000171450.5 CDK5R2 chr2 218959655 218962162 + -ENSG00000236445.4 LINC00608 chr2 218975393 218989940 + -ENSG00000163497.2 FEV chr2 218981087 218985657 - -ENSG00000163499.11 CRYBA2 chr2 218990189 218993421 - -ENSG00000198973.3 MIR375 chr2 219001628 219001739 - -ENSG00000224090.1 AC097468.4 chr2 219002215 219015721 + -ENSG00000181378.13 CCDC108 chr2 219002846 219041527 - -ENSG00000163501.6 IHH chr2 219054420 219060467 - -ENSG00000264755.1 MIR3131 chr2 219058688 219058750 - -ENSG00000272644.1 RP11-33O4.1 chr2 219069354 219069809 - -ENSG00000187736.12 NHEJ1 chr2 219075317 219160865 - -ENSG00000280537.2 RP11-33O4.2 chr2 219075329 219170827 - -ENSG00000240317.3 RN7SL764P chr2 219102434 219102719 + -ENSG00000213901.10 SLC23A3 chr2 219161465 219170095 - -ENSG00000115649.15 CNPPD1 chr2 219171897 219178106 - -ENSG00000144567.10 FAM134A chr2 219176225 219185479 + -ENSG00000158552.12 ZFAND2B chr2 219195237 219209651 + -ENSG00000115657.12 ABCB6 chr2 219209768 219218990 - -ENSG00000198925.10 ATG9A chr2 219209772 219229717 - -ENSG00000221344.1 AC068946.1 chr2 219224023 219224105 - -ENSG00000163516.13 ANKZF1 chr2 219229757 219236669 + -ENSG00000163521.15 GLB1L chr2 219236606 219245478 - -ENSG00000115661.13 STK16 chr2 219245455 219250337 + -ENSG00000127824.13 TUBA4A chr2 219249711 219278170 - -ENSG00000243910.7 TUBA4B chr2 219253243 219272188 + -ENSG00000135924.15 DNAJB2 chr2 219279267 219286900 + -ENSG00000054356.13 PTPRN chr2 219289623 219309648 - -ENSG00000207647.1 MIR153-1 chr2 219294111 219294200 - -ENSG00000230432.1 AC114803.3 chr2 219299002 219304130 + -ENSG00000182698.11 RESP18 chr2 219327409 219333177 - -ENSG00000232789.1 AC053503.2 chr2 219358870 219358983 - -ENSG00000123992.18 DNPEP chr2 219373546 219400022 - -ENSG00000229525.1 AC053503.4 chr2 219388496 219403633 + -ENSG00000175084.11 DES chr2 219418377 219426739 + -ENSG00000234638.1 AC053503.6 chr2 219425071 219426184 - -ENSG00000280323.1 AC053503.12 chr2 219427477 219429319 + -ENSG00000072195.14 SPEG chr2 219434846 219498287 + -ENSG00000227432.1 AC053503.11 chr2 219482073 219516877 - -ENSG00000268603.1 RP11-316O14.1 chr2 219497611 219498246 - -ENSG00000144591.17 GMPPA chr2 219498867 219506988 + -ENSG00000072182.12 ASIC4 chr2 219514170 219538772 + -ENSG00000123989.13 CHPF chr2 219538947 219543787 - -ENSG00000188760.10 TMEM198 chr2 219543663 219550595 + -ENSG00000268896.1 RP11-256I23.1 chr2 219547211 219547658 - -ENSG00000265252.1 MIR3132 chr2 219549073 219549147 - -ENSG00000124006.14 OBSL1 chr2 219550729 219571859 - -ENSG00000269068.1 RP11-256I23.2 chr2 219559083 219559626 + -ENSG00000123999.4 INHA chr2 219569162 219575713 + -ENSG00000222678.1 RN7SKP213 chr2 219590687 219590984 - -ENSG00000144589.20 STK11IP chr2 219597860 219616451 + -ENSG00000228973.1 AC009955.8 chr2 219625059 219626693 - -ENSG00000114923.16 SLC4A3 chr2 219627327 219641980 + -ENSG00000267919.1 RP11-256I23.3 chr2 219645090 219645631 + -ENSG00000231802.1 AC009502.1 chr2 219684030 219684795 - -ENSG00000227308.2 AC009502.4 chr2 219685381 219737937 + -ENSG00000223903.1 RPL23P4 chr2 219697799 219698214 + -ENSG00000228909.1 AC008281.1 chr2 219904051 219904889 - -ENSG00000266518.1 MIR4268 chr2 219906502 219906565 - -ENSG00000225911.1 AC009310.1 chr2 220048822 220049272 - -ENSG00000239498.1 AC114765.1 chr2 220105656 220450778 + -ENSG00000235337.1 AC114765.2 chr2 220127546 220212491 + -ENSG00000221199.1 AC114765.3 chr2 220191878 220191956 + -ENSG00000236451.2 AC067956.1 chr2 220450679 220704566 + -ENSG00000222096.1 AC019051.1 chr2 220476983 220477092 - -ENSG00000224819.1 AC093843.1 chr2 220791078 220797893 + -ENSG00000281701.1 AC093160.1 chr2 221120764 221120839 + -ENSG00000232089.1 AC011233.2 chr2 221162771 221163053 + -ENSG00000116106.11 EPHA4 chr2 221418027 221574202 - -ENSG00000221432.1 AC079834.2 chr2 221519564 221519657 - -ENSG00000226726.1 TMEM256P2 chr2 221532668 221533008 + -ENSG00000272944.1 CTD-2308L22.1 chr2 221572506 221574454 + -ENSG00000230406.2 AC079834.1 chr2 221592441 221592861 + -ENSG00000234446.2 AC068489.1 chr2 221637543 221641813 + -ENSG00000233868.1 AC009302.2 chr2 221944223 221944612 + -ENSG00000226666.1 HSPA9P1 chr2 221961737 221963765 + -ENSG00000226331.1 RPL23AP28 chr2 222044525 222044994 - -ENSG00000135903.18 PAX3 chr2 222199888 222298996 - -ENSG00000163081.2 CCDC140 chr2 222298147 222305217 + -ENSG00000267034.1 RP11-384O8.1 chr2 222317242 222318653 - -ENSG00000237732.9 AC010980.2 chr2 222318275 222352989 + -ENSG00000200822.1 Y_RNA chr2 222404985 222405095 + -ENSG00000163082.9 SGPP2 chr2 222424517 222560948 + -ENSG00000228670.4 NANOGP2 chr2 222452400 222453126 - -ENSG00000202016.1 RNU6-619P chr2 222498291 222498398 + -ENSG00000234285.1 GAPDHP49 chr2 222503883 222504843 - -ENSG00000261428.2 RP11-16P6.1 chr2 222566899 222569719 - -ENSG00000116120.9 FARSB chr2 222570536 222656337 - -ENSG00000124003.12 MOGAT1 chr2 222671786 222709930 + -ENSG00000233751.1 AC104772.1 chr2 222677677 222678289 - -ENSG00000203531.3 AC016712.1 chr2 222698623 222699484 - -ENSG00000235225.1 AC016712.2 chr2 222726457 222726834 + -ENSG00000264133.3 AC016712.3 chr2 222793093 222793180 - -ENSG00000123983.13 ACSL3 chr2 222860934 222944639 + -ENSG00000224121.1 ATG12P2 chr2 222904640 222905055 - -ENSG00000234193.1 AC097461.4 chr2 222917387 222919363 - -ENSG00000265621.1 AC013476.1 chr2 222932594 222932683 - -ENSG00000278083.1 RP11-525G12.1 chr2 222945930 222946388 - -ENSG00000152049.6 KCNE4 chr2 223051814 223198399 + -ENSG00000243125.3 RN7SL807P chr2 223248498 223248794 - -ENSG00000233299.1 HIGD1AP4 chr2 223398267 223398546 - -ENSG00000281033.1 AC013448.3 chr2 223454265 223454402 - -ENSG00000231189.1 AC013448.1 chr2 223498773 223504611 + -ENSG00000235610.1 AC013448.2 chr2 223505476 223510933 + -ENSG00000171951.4 SCG2 chr2 223596940 223602503 - -ENSG00000226539.1 AC012512.1 chr2 223704621 223705338 + -ENSG00000152056.16 AP1S3 chr2 223751686 223838027 - -ENSG00000085449.14 WDFY1 chr2 223855716 223945387 - -ENSG00000281046.1 Metazoa_SRP chr2 223857154 223857425 - -ENSG00000135900.3 MRPL44 chr2 223957404 223967714 + -ENSG00000228802.1 AC073641.2 chr2 223965701 223967706 - -ENSG00000135919.12 SERPINE2 chr2 223975112 224039319 - -ENSG00000224826.1 AC019109.1 chr2 224169664 224171537 + -ENSG00000211987.2 AC104802.1 chr2 224239462 224239556 - -ENSG00000228681.1 AC008072.1 chr2 224294930 224295753 + -ENSG00000124019.9 FAM124B chr2 224378698 224402085 - -ENSG00000274629.1 RP11-92F20.1 chr2 224464682 224474500 + -ENSG00000036257.12 CUL3 chr2 224470150 224585397 - -ENSG00000228446.2 AC073052.1 chr2 224499387 224500100 - -ENSG00000135905.18 DOCK10 chr2 224765090 225042445 - -ENSG00000263828.1 MIR4439 chr2 225010461 225010540 - -ENSG00000232784.1 AC067961.1 chr2 225399710 225400588 + -ENSG00000144460.11 NYAP2 chr2 225400648 225654018 + -ENSG00000228206.2 AC016717.1 chr2 225698254 225698539 + -ENSG00000273301.1 RP11-314B1.2 chr2 225698514 225703654 + -ENSG00000279015.1 RP11-314B1.1 chr2 225761559 225762112 + -ENSG00000230621.1 AC080002.1 chr2 225992981 225993197 - -ENSG00000235070.3 AC068138.1 chr2 226180044 226185371 - -ENSG00000263363.1 MIR5702 chr2 226658710 226658793 - -ENSG00000169047.5 IRS1 chr2 226731317 226799759 - -ENSG00000272622.1 RP11-395N3.2 chr2 226800146 226811029 + -ENSG00000261379.1 RP11-395N3.1 chr2 226804036 226805061 + -ENSG00000144468.16 RHBDD1 chr2 226835581 226999215 + -ENSG00000212391.1 SNORA48 chr2 226968989 226969122 - -ENSG00000081052.11 COL4A4 chr2 227002711 227164113 - -ENSG00000221608.1 AC079235.1 chr2 227124243 227124358 + -ENSG00000169031.18 COL4A3 chr2 227164565 227314792 + -ENSG00000236432.7 AC097662.2 chr2 227221052 227325201 - -ENSG00000168958.19 MFF chr2 227325151 227357836 + -ENSG00000168955.3 TM4SF20 chr2 227362156 227381995 - -ENSG00000266382.1 MIR5703 chr2 227472132 227472187 + -ENSG00000173744.17 AGFG1 chr2 227472152 227561214 + -ENSG00000042304.10 C2orf83 chr2 227610090 227633320 - -ENSG00000236116.1 AC064853.2 chr2 227616998 227617790 - -ENSG00000250599.1 AC064853.3 chr2 227632969 227648606 - -ENSG00000135917.13 SLC19A3 chr2 227685210 227718012 - -ENSG00000252346.1 RNA5SP121 chr2 227763052 227763152 - -ENSG00000226718.1 SNRPGP8 chr2 227778510 227778735 - -ENSG00000229172.1 AC073065.3 chr2 227801840 227804705 + -ENSG00000115009.11 CCL20 chr2 227813842 227817564 + -ENSG00000183514.4 TDGF1P2 chr2 227870083 227870644 - -ENSG00000123977.9 DAW1 chr2 227871054 227924344 + -ENSG00000272237.1 SNORA25 chr2 227887631 227887744 + -ENSG00000153820.12 SPHKAP chr2 227979950 228181645 - -ENSG00000200281.1 RNU6-624P chr2 228169743 228169849 + -ENSG00000203387.2 AC074019.2 chr2 228352120 228353215 - -ENSG00000232023.2 AC009410.1 chr2 228483261 228611395 - -ENSG00000228226.1 AC074019.1 chr2 228683537 228684580 - -ENSG00000237322.1 RPL7L1P10 chr2 228753324 228753786 + -ENSG00000153823.18 PID1 chr2 228850526 229271285 - -ENSG00000226297.1 AC007677.2 chr2 229003886 229004400 + -ENSG00000253006.1 RN7SKP283 chr2 229236340 229236609 - -ENSG00000187957.7 DNER chr2 229357629 229714558 - -ENSG00000238782.1 RNU7-9P chr2 229606238 229606299 + -ENSG00000235993.1 AC007559.1 chr2 229701794 229702148 + -ENSG00000153827.13 TRIP12 chr2 229763838 229923239 - -ENSG00000222344.1 RNU6-613P chr2 229894346 229894453 + -ENSG00000153832.11 FBXO36 chr2 229922302 230013109 + -ENSG00000252333.1 RNU6-964P chr2 229937814 229937882 - -ENSG00000231534.1 FBXO36-IT1 chr2 229942728 229945137 + -ENSG00000206725.1 RNU6-1027P chr2 229973315 229973421 + -ENSG00000278076.1 AC009973.1 chr2 229993870 229993921 - -ENSG00000163053.10 SLC16A14 chr2 230034974 230068999 - -ENSG00000199400.1 RNY4P19 chr2 230058229 230058324 - -ENSG00000225963.7 AC009950.2 chr2 230121370 230174223 + -ENSG00000135899.16 SP110 chr2 230167293 230225729 - -ENSG00000280755.1 AC009950.1 chr2 230176665 230221721 - -ENSG00000079263.18 SP140 chr2 230203110 230313215 + -ENSG00000185404.16 SP140L chr2 230327184 230403732 + -ENSG00000279964.1 RP11-69J7.1 chr2 230410700 230412529 - -ENSG00000067066.16 SP100 chr2 230415942 230544090 + -ENSG00000243650.3 RN7SL834P chr2 230507101 230507386 + -ENSG00000250011.1 HMGB1P3 chr2 230515023 230515638 + -ENSG00000235419.5 AC010149.4 chr2 230520594 230580006 - -ENSG00000183022.5 TPM3P8 chr2 230573167 230573809 - -ENSG00000199791.1 RNU6-451P chr2 230587121 230587227 + -ENSG00000226125.1 AC098823.3 chr2 230690921 230700529 - -ENSG00000135932.10 CAB39 chr2 230712845 230821075 + -ENSG00000237758.1 BANF1P3 chr2 230725143 230725403 - -ENSG00000201044.1 RNU6-268P chr2 230752141 230752247 + -ENSG00000270891.1 RP11-499P1.1 chr2 230836909 230837385 + -ENSG00000135916.15 ITM2C chr2 230864639 230879248 + -ENSG00000232520.1 AC012507.3 chr2 230886500 230897091 + -ENSG00000135898.9 GPR55 chr2 230907318 230961066 - -ENSG00000230385.1 AC012507.4 chr2 230908852 230910102 + -ENSG00000235013.1 COX20P2 chr2 230957593 230957950 + -ENSG00000238062.5 SPATA3-AS1 chr2 230984368 230996032 - -ENSG00000173699.15 SPATA3 chr2 230996121 231025055 + -ENSG00000204128.5 C2orf72 chr2 231037490 231049719 + -ENSG00000261829.1 RP11-223I10.1 chr2 231052040 231052637 + -ENSG00000173692.12 PSMD1 chr2 231056864 231172827 + -ENSG00000135914.5 HTR2B chr2 231108230 231125118 - -ENSG00000201574.1 RNU1-93P chr2 231133462 231133630 + -ENSG00000135931.17 ARMC9 chr2 231198546 231374837 + -ENSG00000237039.1 AC018738.2 chr2 231256097 231256306 + -ENSG00000263641.1 MIR4777 chr2 231362708 231362793 + -ENSG00000224376.1 AC017104.6 chr2 231388976 231394991 + -ENSG00000156966.6 B3GNT7 chr2 231395543 231401164 + -ENSG00000172799.5 ZBTB8OSP2 chr2 231433923 231434426 - -ENSG00000230047.1 AC017104.4 chr2 231437101 231437421 - -ENSG00000233538.1 AC017104.2 chr2 231452195 231453153 + -ENSG00000115053.15 NCL chr2 231453531 231483641 - -ENSG00000206885.1 SNORA75 chr2 231455800 231455936 - -ENSG00000281035.1 AC017104.3 chr2 231456417 231456557 - -ENSG00000207280.1 SNORD20 chr2 231456444 231456523 - -ENSG00000202400.1 SNORD82 chr2 231460371 231460440 - -ENSG00000263774.1 AC017104.1 chr2 231490204 231490289 - -ENSG00000223198.1 RNU2-22P chr2 231501990 231502201 - -ENSG00000181798.2 LINC00471 chr2 231508426 231514339 - -ENSG00000171596.6 NMUR1 chr2 231523160 231530495 - -ENSG00000231494.1 AC104634.3 chr2 231559903 231560364 + -ENSG00000228884.2 RPL23AP26 chr2 231585864 231586327 + -ENSG00000177673.3 C2orf57 chr2 231592901 231594283 + -ENSG00000239202.3 RN7SL499P chr2 231645998 231646273 - -ENSG00000187514.14 PTMA chr2 231706895 231713541 + -ENSG00000277986.1 U4 chr2 231711525 231711647 + -ENSG00000156973.13 PDE6D chr2 231732425 231786272 - -ENSG00000253084.2 RNU6-840P chr2 231757887 231757950 + -ENSG00000281072.1 AC073476.1 chr2 231768604 231768680 + -ENSG00000144524.17 COPS7B chr2 231781671 231809254 + -ENSG00000237641.1 RP11-690I21.1 chr2 231789481 231789887 - -ENSG00000261096.1 RP11-690I21.2 chr2 231809846 231812352 + -ENSG00000260622.1 RP11-690I21.3 chr2 231810348 231810844 - -ENSG00000222246.1 MIR1471 chr2 231892242 231892298 - -ENSG00000163273.3 NPPC chr2 231921820 231926403 - -ENSG00000144535.19 DIS3L2 chr2 231961245 232344350 + -ENSG00000227033.1 AC105461.1 chr2 231978488 232015720 - -ENSG00000207626.1 MIR562 chr2 232172653 232172747 + -ENSG00000251485.1 AC068134.10 chr2 232343116 232343903 + -ENSG00000230122.1 ECEL1P3 chr2 232349754 232351309 - -ENSG00000275157.1 RP11-762N20.1 chr2 232368576 232368697 + -ENSG00000163283.6 ALPP chr2 232378534 232382889 + -ENSG00000224516.5 AC068134.8 chr2 232379635 232381674 - -ENSG00000244280.1 ECEL1P2 chr2 232385750 232387457 - -ENSG00000163286.7 ALPPL2 chr2 232406843 232410714 + -ENSG00000204121.2 ECEL1P1 chr2 232415818 232419816 - -ENSG00000237087.1 AC068134.6 chr2 232420661 232421461 - -ENSG00000223788.4 DIS3L2P1 chr2 232442034 232447418 + -ENSG00000163295.4 ALPI chr2 232456123 232460032 + -ENSG00000171551.11 ECEL1 chr2 232479827 232487828 - -ENSG00000237412.6 PRSS56 chr2 232520463 232525716 + -ENSG00000135902.9 CHRND chr2 232525993 232536667 + -ENSG00000196811.11 CHRNG chr2 232539727 232546403 + -ENSG00000221944.4 TIGD1 chr2 232547968 232550592 - -ENSG00000135930.13 EIF4E2 chr2 232550052 232583644 + -ENSG00000266620.1 MIR5001 chr2 232550474 232550573 - -ENSG00000237126.8 AC073254.1 chr2 232580948 232611971 - -ENSG00000115468.11 EFHD1 chr2 232606057 232682781 + -ENSG00000244384.3 RN7SL359P chr2 232649849 232650136 + -ENSG00000204120.14 GIGYF2 chr2 232697299 232860575 + -ENSG00000213055.3 EEF1B2P7 chr2 232729523 232730198 - -ENSG00000241409.1 AC064852.4 chr2 232760146 232767949 - -ENSG00000115474.6 KCNJ13 chr2 232766464 232776568 - -ENSG00000252452.1 RNU6-107P chr2 232782665 232782766 + -ENSG00000199781.1 Y_RNA chr2 232828653 232828751 + -ENSG00000182600.9 C2orf82 chr2 232857270 232878708 + -ENSG00000066248.14 NGEF chr2 232878686 233013272 - -ENSG00000222001.2 AC106876.2 chr2 233012614 233015885 + -ENSG00000115488.3 NEU2 chr2 233032672 233035057 + -ENSG00000168918.13 INPP5D chr2 233059967 233207903 + -ENSG00000263941.2 RN7SL32P chr2 233205199 233205479 + -ENSG00000085978.21 ATG16L1 chr2 233210051 233295674 + -ENSG00000252010.1 SCARNA5 chr2 233275727 233276002 + -ENSG00000251791.1 SCARNA6 chr2 233288676 233288940 + -ENSG00000130561.16 SAG chr2 233307816 233347055 + -ENSG00000259793.1 RP11-400N9.1 chr2 233351132 233353416 - -ENSG00000077044.9 DGKD chr2 233354507 233472104 + -ENSG00000201013.1 Y_RNA chr2 233379843 233379955 - -ENSG00000085982.13 USP40 chr2 233475520 233566782 - -ENSG00000271639.1 RP11-289A15.1 chr2 233545482 233547032 + -ENSG00000228949.1 UGT1A12P chr2 233585439 233586291 + -ENSG00000227846.1 UGT1A11P chr2 233603553 233604401 + -ENSG00000242366.3 UGT1A8 chr2 233617645 233773310 + -ENSG00000242515.5 UGT1A10 chr2 233636454 233773305 + -ENSG00000234143.1 UGT1A13P chr2 233647926 233649026 + -ENSG00000241119.1 UGT1A9 chr2 233671853 233773300 + -ENSG00000244122.2 UGT1A7 chr2 233681938 233773299 + -ENSG00000167165.18 UGT1A6 chr2 233691607 233773300 + -ENSG00000224814.1 AC114812.8 chr2 233693434 233708699 - -ENSG00000240224.1 UGT1A5 chr2 233712992 233773299 + -ENSG00000244474.5 UGT1A4 chr2 233718778 233773299 + -ENSG00000233445.1 RPL17P11 chr2 233721522 233722065 - -ENSG00000243135.5 UGT1A3 chr2 233729108 233773299 + -ENSG00000248114.1 AC114812.9 chr2 233738952 233741957 + -ENSG00000227802.1 DNAJB3 chr2 233742750 233744015 - -ENSG00000228445.1 UGT1A2P chr2 233747214 233748079 + -ENSG00000248705.1 AC114812.10 chr2 233750617 233753656 + -ENSG00000178836.6 AC114812.5 chr2 233754305 233755345 - -ENSG00000241635.7 UGT1A1 chr2 233760248 233773299 + -ENSG00000185038.14 MROH2A chr2 233775679 233833423 + -ENSG00000123485.11 HJURP chr2 233833416 233854566 - -ENSG00000224287.2 MSL3P1 chr2 233865437 233868444 - -ENSG00000279809.1 AC005538.3 chr2 233865496 233867359 - -ENSG00000144481.16 TRPM8 chr2 233917398 234019522 + -ENSG00000237581.1 AC005538.5 chr2 233946146 233955435 - -ENSG00000274951.1 AC005538.1 chr2 234012157 234012265 - -ENSG00000072080.10 SPP2 chr2 234050679 234077134 + -ENSG00000279218.1 RP11-263G22.1 chr2 234082259 234084490 + -ENSG00000226442.2 AC006037.2 chr2 234109081 234109481 + -ENSG00000261298.1 RP11-309M7.1 chr2 234222838 234224514 + -ENSG00000237784.1 AC097713.5 chr2 234329483 234329838 + -ENSG00000228162.1 AC097713.3 chr2 234438328 234462127 + -ENSG00000231682.1 AC097713.4 chr2 234444590 234454595 - -ENSG00000232690.1 HSPE1P9 chr2 234455157 234455783 - -ENSG00000188042.7 ARL4C chr2 234493041 234497053 - -ENSG00000280744.1 LINC01173 chr2 234682668 234717764 + -ENSG00000278593.1 RP13-977E11.1 chr2 234743542 234745606 - -ENSG00000235726.5 AC010148.1 chr2 234834315 234913384 - -ENSG00000130147.15 SH3BP4 chr2 234951973 235055714 + -ENSG00000226542.1 AC114814.4 chr2 235084822 235088586 - -ENSG00000231032.1 AC114814.2 chr2 235147016 235147500 - -ENSG00000235293.1 AC114814.3 chr2 235177896 235178905 + -ENSG00000157985.17 AGAP1 chr2 235494089 236131800 + -ENSG00000235529.1 AGAP1-IT1 chr2 235505751 235507566 + -ENSG00000222007.6 AC064874.1 chr2 235773855 235783387 - -ENSG00000228499.1 TMSB10P1 chr2 235882362 235882493 - -ENSG00000238812.1 RNU7-127P chr2 236037250 236037311 + -ENSG00000264676.2 RN7SL204P chr2 236072295 236072556 + -ENSG00000207049.1 Y_RNA chr2 236153071 236153172 - -ENSG00000168505.6 GBX2 chr2 236165236 236168369 - -ENSG00000233611.3 AC079135.1 chr2 236167447 236294927 + -ENSG00000182177.13 ASB18 chr2 236194872 236264409 - -ENSG00000200745.1 RNU1-31P chr2 236210373 236210548 - -ENSG00000132321.16 IQCA1 chr2 236324147 236507542 - -ENSG00000270540.1 RP11-785G17.1 chr2 236367560 236369102 + -ENSG00000232893.1 IQCA1-AS1 chr2 236391074 236392388 + -ENSG00000231546.1 RPL3P5 chr2 236407846 236409077 - -ENSG00000144476.5 ACKR3 chr2 236567787 236582358 + -ENSG00000232328.1 AC011286.1 chr2 236733382 236754363 + -ENSG00000202341.1 RNU6-1051P chr2 237015204 237015305 - -ENSG00000124835.2 AC105760.3 chr2 237048599 237056167 - -ENSG00000227252.1 AC105760.2 chr2 237059434 237085817 - -ENSG00000198612.10 COPS8 chr2 237085312 237100466 + -ENSG00000224844.1 AC107079.1 chr2 237122910 237124097 - -ENSG00000224132.2 AC112715.2 chr2 237257091 237257676 + -ENSG00000163359.15 COL6A3 chr2 237324003 237414375 - -ENSG00000222022.1 AC112721.1 chr2 237421420 237425276 - -ENSG00000222032.1 AC112721.2 chr2 237428920 237434822 - -ENSG00000115648.13 MLPH chr2 237485428 237555318 + -ENSG00000277842.1 MIR6811 chr2 237510931 237510988 + -ENSG00000222449.1 RNU6-1140P chr2 237563165 237563270 + -ENSG00000071677.1 PRLH chr2 237566574 237567175 + -ENSG00000124839.12 RAB17 chr2 237574322 237601614 - -ENSG00000234949.2 AC104667.3 chr2 237591020 237595981 + -ENSG00000227107.1 AC096574.5 chr2 237612977 237626525 + -ENSG00000124831.18 LRRFIP1 chr2 237627576 237813682 + -ENSG00000177483.11 RBM44 chr2 237798389 237842808 + -ENSG00000132329.10 RAMP1 chr2 237858893 237912114 + -ENSG00000263723.1 SNORD39 chr2 237869904 237869982 + -ENSG00000184182.18 UBE2F chr2 237966827 238042782 + -ENSG00000258984.5 UBE2F-SCLY chr2 237967014 238099412 + -ENSG00000251971.1 RNU6-1333P chr2 238028971 238029063 - -ENSG00000132330.16 SCLY chr2 238060889 238099413 + -ENSG00000144488.14 ESPNL chr2 238100157 238133287 + -ENSG00000168427.8 KLHL30 chr2 238138722 238152947 + -ENSG00000279484.1 KLHL30-AS1 chr2 238152889 238155994 - -ENSG00000178752.15 FAM132B chr2 238158982 238168900 + -ENSG00000132323.8 ILKAP chr2 238170401 238203729 - -ENSG00000186235.10 AC016757.3 chr2 238224552 238231677 - -ENSG00000225057.2 AC096574.4 chr2 238231684 238255633 + -ENSG00000144485.10 HES6 chr2 238238267 238240662 - -ENSG00000132326.11 PER2 chr2 238244038 238290102 - -ENSG00000232306.1 AC012485.2 chr2 238298710 238300620 - -ENSG00000204104.11 TRAF3IP1 chr2 238320441 238400900 + -ENSG00000202099.1 RNU6-234P chr2 238412642 238412745 + -ENSG00000065802.11 ASB1 chr2 238426742 238452250 + -ENSG00000229915.1 AC016999.2 chr2 238427077 238427729 - -ENSG00000274346.1 RP11-40B20.1 chr2 238454908 238457520 + -ENSG00000225493.1 LINC01107 chr2 238510690 238555054 - -ENSG00000234279.1 AC113618.1 chr2 238720324 238740780 + -ENSG00000224252.1 AC113618.2 chr2 238735263 238735547 - -ENSG00000226992.1 AC144525.1 chr2 238788648 238789716 - -ENSG00000233608.3 TWIST2 chr2 238848032 238910543 + -ENSG00000227744.4 FLJ43879 chr2 238919302 238926269 - -ENSG00000211566.2 AC114788.1 chr2 238972928 238973010 - -ENSG00000068024.16 HDAC4 chr2 239048168 239401654 - -ENSG00000266109.1 MIR4440 chr2 239068817 239068914 - -ENSG00000280528.1 AC017028.11 chr2 239068919 239069012 - -ENSG00000265332.1 AC017028.5 chr2 239068968 239069061 - -ENSG00000266360.1 AC017028.9 chr2 239069066 239069159 - -ENSG00000263743.1 AC017028.1 chr2 239069164 239069257 - -ENSG00000264103.1 AC017028.2 chr2 239069360 239069453 - -ENSG00000264518.1 AC017028.3 chr2 239069458 239069551 - -ENSG00000265979.1 AC017028.8 chr2 239069605 239069698 - -ENSG00000264730.1 AC017028.4 chr2 239069752 239069845 - -ENSG00000265891.1 AC017028.7 chr2 239085698 239085796 - -ENSG00000264810.1 MIR4441 chr2 239085827 239085926 - -ENSG00000265416.1 AC017028.6 chr2 239086343 239086442 - -ENSG00000281838.1 AC017028.12 chr2 239091759 239091836 - -ENSG00000280260.1 AC017028.10 chr2 239161797 239162357 - -ENSG00000265215.1 MIR4269 chr2 239305462 239305545 + -ENSG00000264292.1 MIR2467 chr2 239351724 239351804 - -ENSG00000222020.2 AC062017.1 chr2 239401436 239402364 + -ENSG00000196758.3 AC079612.1 chr2 239578301 239586094 + -ENSG00000227459.1 AC079612.2 chr2 239625698 239630839 + -ENSG00000259889.1 RP11-315F22.1 chr2 239734956 239735538 + -ENSG00000220256.3 AC093802.1 chr2 239762860 239802883 + -ENSG00000130414.11 NDUFA10 chr2 239892450 240025402 - -ENSG00000264279.1 MIR4786 chr2 239943015 239943094 - -ENSG00000182083.7 OR6B2 chr2 240028965 240030456 - -ENSG00000221961.3 PRR21 chr2 240041813 240042982 - -ENSG00000178586.4 OR6B3 chr2 240045077 240046072 - -ENSG00000231278.1 OR9S24P chr2 240079433 240080362 + -ENSG00000213048.3 OR5S1P chr2 240109102 240110052 + -ENSG00000172428.10 MYEOV2 chr2 240126563 240136807 - -ENSG00000178602.7 OTOS chr2 240139026 240144562 - -ENSG00000227479.1 AC124861.1 chr2 240227560 240256035 - -ENSG00000221412.1 AC124861.2 chr2 240261715 240261860 - -ENSG00000276366.1 U3 chr2 240289216 240289443 + -ENSG00000063660.8 GPC1 chr2 240435671 240468078 + -ENSG00000218416.4 PP14571 chr2 240449315 240456714 - -ENSG00000207611.1 MIR149 chr2 240456001 240456089 + -ENSG00000144504.15 ANKMY1 chr2 240479422 240569209 - -ENSG00000188542.9 DUSP28 chr2 240560054 240564014 + -ENSG00000142327.11 RNPEPL1 chr2 240565804 240581372 + -ENSG00000260942.1 CAPN10-AS1 chr2 240582700 240586699 - -ENSG00000142330.19 CAPN10 chr2 240586716 240617705 + -ENSG00000178623.11 GPR35 chr2 240605431 240631259 + -ENSG00000276949.1 RP11-118M12.1 chr2 240672530 240672812 + -ENSG00000185176.12 AQP12B chr2 240676418 240682906 - -ENSG00000219159.4 AC011298.2 chr2 240686334 240690414 + -ENSG00000184945.13 AQP12A chr2 240691845 240698483 + -ENSG00000274977.1 RP11-118M12.2 chr2 240701204 240701685 - -ENSG00000130294.14 KIF1A chr2 240713764 240820308 - -ENSG00000172482.4 AGXT chr2 240868479 240880502 + -ENSG00000172478.17 C2orf54 chr2 240886048 240896889 - -ENSG00000226321.5 CROCC2 chr2 240906330 240993311 + -ENSG00000233392.5 AC104809.4 chr2 240954617 240967451 - -ENSG00000223991.1 AC104809.2 chr2 240981515 240986072 - -ENSG00000162804.13 SNED1 chr2 240998838 241095568 + -ENSG00000229996.1 AC093585.6 chr2 241010045 241010744 - -ENSG00000225521.1 AC005237.4 chr2 241015599 241064116 - -ENSG00000122085.16 MTERF4 chr2 241072169 241102332 - -ENSG00000115687.13 PASK chr2 241106099 241150264 - -ENSG00000235861.1 AC005237.2 chr2 241118725 241118943 + -ENSG00000115685.14 PPP1R7 chr2 241149576 241183652 + -ENSG00000146205.13 ANO7 chr2 241188509 241225377 + -ENSG00000115677.16 HDLBP chr2 241227264 241317061 - -ENSG00000266621.1 AC104841.1 chr2 241245202 241245299 - -ENSG00000281551.1 snoMe28S-Am2634 chr2 241284869 241284946 + -ENSG00000168385.17 SEPT2 chr2 241315100 241354027 + -ENSG00000223374.1 AC005104.3 chr2 241351340 241353104 - -ENSG00000006607.13 FARP2 chr2 241356243 241494841 + -ENSG00000263752.1 MIR3133 chr2 241477905 241477982 + -ENSG00000224232.1 AC110299.5 chr2 241478316 241478993 + -ENSG00000115694.14 STK25 chr2 241492674 241509730 - -ENSG00000234235.1 BOK-AS1 chr2 241544403 241558977 - -ENSG00000176720.4 BOK chr2 241558721 241574138 + -ENSG00000273113.1 RP11-367H1.1 chr2 241581922 241582726 + -ENSG00000176946.11 THAP4 chr2 241584405 241637449 - -ENSG00000207186.1 RNA5SP122 chr2 241584968 241585075 + -ENSG00000168397.16 ATG4B chr2 241637213 241673857 + -ENSG00000168393.12 DTYMK chr2 241675742 241686991 - -ENSG00000228989.1 AC133528.2 chr2 241690414 241694289 + -ENSG00000168395.14 ING5 chr2 241702035 241729478 + -ENSG00000235351.1 AC114730.11 chr2 241724615 241725693 - -ENSG00000180902.16 D2HGDH chr2 241734579 241768816 + -ENSG00000215692.2 AC114730.8 chr2 241734715 241735498 - -ENSG00000234793.1 AC114730.7 chr2 241754793 241755740 - -ENSG00000154252.11 GAL3ST2 chr2 241776825 241804208 + -ENSG00000215023.2 AC114730.5 chr2 241800916 241801907 - -ENSG00000224272.2 AC114730.3 chr2 241808312 241812016 - -ENSG00000204099.11 NEU4 chr2 241808825 241817413 + -ENSG00000235151.1 AC114730.2 chr2 241844380 241845036 + -ENSG00000188389.10 PDCD1 chr2 241849881 241858908 - -ENSG00000188011.5 RTP5 chr2 241869600 241873823 + -ENSG00000233806.7 LINC01237 chr2 241881363 242078722 + -ENSG00000216921.7 AC131097.4 chr2 241893985 241902551 - -ENSG00000237940.3 AC093642.3 chr2 241970683 241977276 + -ENSG00000280119.1 AC093642.1 chr2 242001209 242006013 + -ENSG00000226423.1 AC093642.4 chr2 242025183 242026176 - -ENSG00000232002.1 AC093642.6 chr2 242047695 242084138 - -ENSG00000261186.2 RP11-341N2.1 chr2 242087351 242088457 - -ENSG00000220804.8 AC093642.5 chr2 242088633 242160153 + -ENSG00000224160.1 CICP10 chr2 242119856 242120053 - -ENSG00000244528.1 SEPT14P2 chr2 242122287 242122469 + -ENSG00000271153.1 RPL23AP88 chr2 242175181 242175634 + -ENSG00000223587.1 AY269186.1 chr3 23757 24501 + -ENSG00000224918.1 AY269186.2 chr3 53348 54346 - -ENSG00000224318.5 CHL1-AS2 chr3 195758 197341 - -ENSG00000134121.9 CHL1 chr3 196596 409417 + -ENSG00000252017.1 RNU6-1194P chr3 282689 282792 - -ENSG00000231660.1 RPS8P6 chr3 308714 309322 - -ENSG00000234661.2 CHL1-AS1 chr3 363370 385795 - -ENSG00000224957.5 LINC01266 chr3 536231 846015 + -ENSG00000238075.1 RPSAP32 chr3 617789 618314 - -ENSG00000224239.1 AC090044.2 chr3 857124 858091 + -ENSG00000235158.1 AC087430.1 chr3 1008135 1012934 + -ENSG00000244169.3 RN7SL120P chr3 1065580 1065875 - -ENSG00000134115.12 CNTN6 chr3 1092576 1404217 + -ENSG00000232563.1 CRB3P1 chr3 1394173 1394448 - -ENSG00000184423.5 RPL23AP38 chr3 1595777 1596245 - -ENSG00000214074.3 RPL23AP39 chr3 1730070 1730474 + -ENSG00000214073.2 RPL21P17 chr3 1905651 1906125 + -ENSG00000225044.1 RP11-204C23.1 chr3 1962381 1987470 - -ENSG00000223040.1 RN7SKP144 chr3 2088933 2089211 - -ENSG00000144619.14 CNTN4 chr3 2098813 3057956 + -ENSG00000227588.2 CNTN4-AS2 chr3 2110409 2144241 - -ENSG00000230398.1 HINT2P1 chr3 2362258 2362738 + -ENSG00000225310.1 DNAJC19P4 chr3 2985231 2985575 - -ENSG00000237990.3 CNTN4-AS1 chr3 3039033 3069242 - -ENSG00000091181.19 IL5RA chr3 3066326 3126613 - -ENSG00000253049.1 SNORA43 chr3 3102913 3103015 + -ENSG00000072756.16 TRNT1 chr3 3126916 3150879 + -ENSG00000281584.1 AC024060.1 chr3 3145453 3145614 - -ENSG00000113851.13 CRBN chr3 3148992 3179710 - -ENSG00000271870.1 RP11-97C16.1 chr3 3152942 3153435 + -ENSG00000223727.6 AC026188.1 chr3 3250687 3627296 - -ENSG00000223036.1 AC024158.1 chr3 3646456 3646578 + -ENSG00000144455.13 SUMF1 chr3 3700814 4467281 - -ENSG00000175928.5 LRRN1 chr3 3799437 3847703 + -ENSG00000229241.1 PNPT1P1 chr3 3981981 3984295 - -ENSG00000170364.12 SETMAR chr3 4303304 4317567 + -ENSG00000234325.1 MRPS10P2 chr3 4414580 4414960 - -ENSG00000231249.1 ITPR1-AS1 chr3 4490891 4493163 - -ENSG00000150995.17 ITPR1 chr3 4493348 4847840 + -ENSG00000235947.1 EGOT chr3 4749192 4751590 - -ENSG00000275981.1 EGOT chr3 4750333 4750685 + -ENSG00000281217.1 AC018816.1 chr3 4782053 4782149 + -ENSG00000235978.6 AC018816.3 chr3 4814294 4887293 - -ENSG00000235831.6 BHLHE40-AS1 chr3 4896809 4979961 - -ENSG00000134107.4 BHLHE40 chr3 4979116 4985323 + -ENSG00000230182.1 RNF10P1 chr3 5068676 5069044 - -ENSG00000224082.1 UBTFL8 chr3 5080212 5084429 - -ENSG00000207283.1 Y_RNA chr3 5086178 5086279 - -ENSG00000237566.1 AC090955.5 chr3 5099627 5099861 + -ENSG00000134108.12 ARL8B chr3 5122220 5180912 + -ENSG00000233912.1 AC026202.3 chr3 5156905 5187329 - -ENSG00000268509.2 RP11-572B2.1 chr3 5187172 5188298 - -ENSG00000134109.10 EDEM1 chr3 5187646 5219957 + -ENSG00000265180.1 MIR4790 chr3 5250177 5250255 - -ENSG00000241227.3 RN7SL553P chr3 5252926 5253223 - -ENSG00000230944.1 AC026202.5 chr3 5255535 5256761 - -ENSG00000229642.1 AC027119.1 chr3 5962842 6124120 + -ENSG00000226022.1 AC026167.1 chr3 6148484 6365885 + -ENSG00000232958.1 AC091069.1 chr3 6208269 6208571 + -ENSG00000189229.10 AC069277.2 chr3 6490479 6736129 + -ENSG00000226258.6 GRM7-AS3 chr3 6631689 6805449 - -ENSG00000223719.1 AC024162.2 chr3 6692319 6693088 + -ENSG00000196277.15 GRM7 chr3 6770001 7741533 + -ENSG00000236152.1 MRPS36P1 chr3 6773037 6773343 - -ENSG00000237665.1 GRM7-AS2 chr3 6892632 6894022 - -ENSG00000236202.1 GRM7-AS1 chr3 7519741 7560333 - -ENSG00000270207.1 RP11-157E16.1 chr3 7606890 7607897 - -ENSG00000227110.6 LMCD1-AS1 chr3 7952805 8611924 - -ENSG00000266293.1 AC069276.1 chr3 8006477 8006561 - -ENSG00000228351.1 AC018832.1 chr3 8079322 8112924 + -ENSG00000253081.1 RNU4ATAC17P chr3 8364529 8364648 - -ENSG00000231401.1 AC023481.1 chr3 8364707 8366392 - -ENSG00000071282.11 LMCD1 chr3 8501707 8574673 + -ENSG00000224884.1 AC034187.2 chr3 8573726 8593124 - -ENSG00000125046.14 SSUH2 chr3 8619400 8745040 - -ENSG00000215160.2 OR7E122P chr3 8688143 8689159 + -ENSG00000265330.1 AC034187.4 chr3 8695314 8695390 + -ENSG00000264097.1 AC034187.1 chr3 8696049 8696117 - -ENSG00000266275.1 AC034187.5 chr3 8696177 8696256 + -ENSG00000265169.1 AC034187.3 chr3 8700011 8700098 + -ENSG00000182533.6 CAV3 chr3 8733800 8841808 + -ENSG00000180914.10 OXTR chr3 8750408 8769628 - -ENSG00000266778.1 AC068312.1 chr3 8771191 8771287 + -ENSG00000070950.9 RAD18 chr3 8775402 8963773 - -ENSG00000281863.1 SNORA43 chr3 8931495 8931632 + -ENSG00000199815.2 SNORA17 chr3 8931506 8931631 + -ENSG00000196220.15 SRGAP3 chr3 8980591 9363053 - -ENSG00000224808.1 SRGAP3-AS1 chr3 9014123 9015979 + -ENSG00000228723.6 SRGAP3-AS2 chr3 9192493 9194453 + -ENSG00000227929.3 SRGAP3-AS3 chr3 9216895 9218087 + -ENSG00000235830.1 SRGAP3-AS4 chr3 9256759 9257507 + -ENSG00000254485.5 RP11-380O24.1 chr3 9292588 9363303 - -ENSG00000214041.4 PGAM1P4 chr3 9348443 9349192 + -ENSG00000206573.8 THUMPD3-AS1 chr3 9349689 9398579 - -ENSG00000134077.15 THUMPD3 chr3 9362842 9386791 + -ENSG00000168137.15 SETD5 chr3 9397615 9479240 + -ENSG00000156959.8 LHFPL4 chr3 9498361 9553802 - -ENSG00000235338.1 DUSP5P2 chr3 9600748 9602728 + -ENSG00000163719.18 MTMR14 chr3 9649433 9702394 + -ENSG00000144550.12 CPNE9 chr3 9703807 9729908 + -ENSG00000156983.15 BRPF1 chr3 9731729 9748018 + -ENSG00000114026.21 OGG1 chr3 9749944 9788219 + -ENSG00000134072.10 CAMK1 chr3 9757342 9769992 - -ENSG00000171148.13 TADA3 chr3 9779860 9793011 - -ENSG00000241553.12 ARPC4 chr3 9792495 9807726 + -ENSG00000250151.9 ARPC4-TTLL3 chr3 9793082 9835401 + -ENSG00000214021.15 TTLL3 chr3 9808086 9855138 + -ENSG00000269886.1 RP11-266J6.2 chr3 9812762 9813097 - -ENSG00000156990.14 RPUSD3 chr3 9837849 9844602 - -ENSG00000187288.10 CIDEC chr3 9866711 9880254 - -ENSG00000171135.12 JAGN1 chr3 9890554 9894349 + -ENSG00000163701.18 IL17RE chr3 9902612 9916402 + -ENSG00000163702.18 IL17RC chr3 9917074 9933630 + -ENSG00000212327.1 RNU6-882P chr3 9919051 9919153 - -ENSG00000163703.17 CRELD1 chr3 9933822 9945413 + -ENSG00000269894.1 RP11-1020A11.1 chr3 9935706 9936258 + -ENSG00000163704.11 PRRT3 chr3 9945542 9952394 - -ENSG00000230082.1 PRRT3-AS1 chr3 9947404 9954787 + -ENSG00000269982.1 RP11-1020A11.2 chr3 9958717 9962539 + -ENSG00000125037.12 EMC3 chr3 9962537 10011116 - -ENSG00000180385.8 EMC3-AS1 chr3 9986893 10006990 + -ENSG00000232901.1 CYCSP10 chr3 10000647 10000940 - -ENSG00000206567.9 AC022007.5 chr3 10006418 10011209 - -ENSG00000186162.10 CIDECP chr3 10014238 10026365 - -ENSG00000144554.10 FANCD2 chr3 10026414 10101930 + -ENSG00000201182.1 RNU6-670P chr3 10037552 10037655 + -ENSG00000229217.1 CYCSP11 chr3 10057973 10058287 - -ENSG00000163705.12 FANCD2OS chr3 10081317 10108231 - -ENSG00000254999.3 BRK1 chr3 10115592 10127190 + -ENSG00000134086.7 VHL chr3 10141008 10152220 + -ENSG00000134070.4 IRAK2 chr3 10164865 10243743 + -ENSG00000280637.1 U6 chr3 10217212 10217319 + -ENSG00000157014.10 TATDN2 chr3 10248023 10281218 + -ENSG00000272410.5 RP11-438J1.1 chr3 10249372 10285796 + -ENSG00000273665.1 AC022384.2 chr3 10278938 10279024 - -ENSG00000231177.4 LINC00852 chr3 10284419 10285746 + -ENSG00000157017.15 GHRL chr3 10285675 10292947 - -ENSG00000240288.7 GHRLOS chr3 10285754 10293449 + -ENSG00000276678.1 GHRLOS chr3 10287413 10287482 + -ENSG00000157020.17 SEC13 chr3 10293131 10321178 - -ENSG00000157087.16 ATP2B2 chr3 10324023 10708031 - -ENSG00000264534.2 AC022384.1 chr3 10330192 10330300 + -ENSG00000216135.2 MIR885 chr3 10394481 10394540 - -ENSG00000239167.1 AC090841.1 chr3 10481963 10482025 + -ENSG00000236999.1 ATP2B2-IT1 chr3 10566255 10570375 - -ENSG00000224771.1 ATP2B2-IT2 chr3 10626021 10626807 - -ENSG00000226567.1 LINC00606 chr3 10759484 10764192 - -ENSG00000230599.2 AC018495.3 chr3 10767464 10771718 + -ENSG00000132164.9 SLC6A11 chr3 10816200 10940733 + -ENSG00000157103.10 SLC6A1 chr3 10992724 11039247 + -ENSG00000232287.2 SLC6A1-AS1 chr3 11006098 11019224 - -ENSG00000196639.6 HRH1 chr3 11137093 11263557 + -ENSG00000213964.3 CHCHD4P4 chr3 11234256 11234582 - -ENSG00000197548.12 ATG7 chr3 11272309 11557665 + -ENSG00000226621.1 AC083855.5 chr3 11290406 11290663 - -ENSG00000235240.1 AC026185.1 chr3 11488300 11488473 - -ENSG00000270531.1 RP11-169K17.2 chr3 11529488 11529755 - -ENSG00000144560.13 VGLL4 chr3 11556070 11771350 - -ENSG00000271716.1 RP11-169K17.4 chr3 11607184 11610748 + -ENSG00000272483.1 RP11-169K17.3 chr3 11611602 11612197 + -ENSG00000144559.10 TAMM41 chr3 11790442 11846919 - -ENSG00000230342.2 FANCD2P2 chr3 11859674 11891172 + -ENSG00000224263.1 CYCSP12 chr3 11878830 11879129 - -ENSG00000225275.4 NUP210P2 chr3 11900011 11901245 + -ENSG00000231897.1 MARK2P14 chr3 11906527 11912313 + -ENSG00000251038.1 AC090958.5 chr3 11909634 11910765 - -ENSG00000263988.2 RN7SL147P chr3 11952788 11953085 - -ENSG00000157152.16 SYN2 chr3 12004402 12191400 + -ENSG00000226642.1 ACTG1P12 chr3 12070195 12071360 + -ENSG00000265870.1 AC026166.1 chr3 12071038 12071121 + -ENSG00000157150.4 TIMP4 chr3 12153051 12159351 - -ENSG00000233026.1 MTCO1P5 chr3 12165299 12165642 - -ENSG00000236062.1 GSTM5P1 chr3 12257801 12258460 - -ENSG00000132170.19 PPARG chr3 12287368 12434356 + -ENSG00000225026.1 AC091492.2 chr3 12328003 12328274 + -ENSG00000281346.1 Metazoa_SRP chr3 12403193 12403513 - -ENSG00000154743.17 TSEN2 chr3 12484432 12539623 + -ENSG00000200114.1 RNA5SP123 chr3 12511095 12511213 - -ENSG00000251774.1 RNU6-377P chr3 12514706 12514807 + -ENSG00000225526.4 MKRN2OS chr3 12514934 12561059 - -ENSG00000075975.15 MKRN2 chr3 12557014 12583713 + -ENSG00000274514.1 Metazoa_SRP chr3 12576961 12577237 - -ENSG00000132155.11 RAF1 chr3 12583601 12664226 - -ENSG00000233252.1 CRIP1P1 chr3 12673699 12673883 + -ENSG00000088726.15 TMEM40 chr3 12733525 12769457 - -ENSG00000213943.3 KRT18P17 chr3 12787393 12788671 - -ENSG00000144712.11 CAND2 chr3 12796472 12871916 + -ENSG00000272263.1 RP11-767C1.2 chr3 12832219 12832728 - -ENSG00000144713.12 RPL32 chr3 12834485 12841588 - -ENSG00000281117.1 AC034198.1 chr3 12840294 12840396 - -ENSG00000207496.1 SNORA7A chr3 12840312 12840450 - -ENSG00000250939.2 AC034198.7 chr3 12850659 12850860 + -ENSG00000232746.1 RP11-767C1.1 chr3 12877522 12885211 - -ENSG00000144711.13 IQSEC1 chr3 12897220 13073117 - -ENSG00000231362.1 RP11-715I4.1 chr3 13052967 13053122 - -ENSG00000132182.11 NUP210 chr3 13316235 13420309 - -ENSG00000238138.1 AC027124.3 chr3 13460294 13460398 - -ENSG00000223398.1 AC027124.2 chr3 13460424 13460889 - -ENSG00000244502.2 HDAC11-AS1 chr3 13476982 13480053 - -ENSG00000163517.14 HDAC11 chr3 13479724 13506424 + -ENSG00000163520.13 FBLN2 chr3 13549131 13638422 + -ENSG00000224514.2 LINC00620 chr3 13650696 13746637 + -ENSG00000265457.1 AC093611.2 chr3 13717918 13718008 - -ENSG00000238827.1 AC093611.1 chr3 13738060 13738131 - -ENSG00000154764.5 WNT7A chr3 13816258 13880121 - -ENSG00000233121.1 VN1R20P chr3 13926813 13927778 + -ENSG00000275340.1 FGD5P1 chr3 13933056 13937477 + -ENSG00000180438.14 TPRXL chr3 13937256 14082811 + -ENSG00000224752.1 VN1R21P chr3 14089107 14089871 - -ENSG00000163528.12 CHCHD4 chr3 14112077 14124870 - -ENSG00000170876.7 TMEM43 chr3 14124940 14143679 + -ENSG00000268279.4 RP11-434D12.1 chr3 14135217 14148252 + -ENSG00000228242.6 AC093495.4 chr3 14144637 14165978 + -ENSG00000154767.14 XPC chr3 14145147 14178783 - -ENSG00000170860.3 LSM3 chr3 14178358 14201119 + -ENSG00000255021.1 RP11-536I6.2 chr3 14272373 14303845 - -ENSG00000251576.1 LINC01267 chr3 14348451 14352568 - -ENSG00000199609.1 RNA5SP124 chr3 14394648 14394757 + -ENSG00000131389.16 SLC6A6 chr3 14402576 14489349 + -ENSG00000144596.11 GRIP2 chr3 14489111 14542081 - -ENSG00000207163.1 RNU6-905P chr3 14530982 14531088 - -ENSG00000280472.1 AC090952.1 chr3 14535694 14535797 + -ENSG00000234123.1 RHBDF1P1 chr3 14572852 14574792 - -ENSG00000235629.1 AC090952.5 chr3 14648194 14649432 - -ENSG00000154781.15 CCDC174 chr3 14651746 14672659 + -ENSG00000131379.9 C3orf20 chr3 14675099 14773034 + -ENSG00000230172.1 AC090957.2 chr3 14764952 14767440 - -ENSG00000260902.1 RP11-95M5.1 chr3 14799331 14811414 - -ENSG00000154783.10 FGD5 chr3 14818962 14934565 + -ENSG00000225733.5 FGD5-AS1 chr3 14920347 14948424 - -ENSG00000177463.15 NR2C2 chr3 14947584 15053600 + -ENSG00000131368.7 MRPS25 chr3 15042460 15065335 - -ENSG00000131381.12 RBSN chr3 15070073 15099163 - -ENSG00000228874.1 AC090954.5 chr3 15131848 15132208 - -ENSG00000221424.1 AC090954.1 chr3 15134383 15134530 - -ENSG00000227578.1 RPS3AP53 chr3 15141380 15142157 + -ENSG00000230524.8 COL6A4P1 chr3 15151833 15205959 - -ENSG00000273809.1 AC090954.2 chr3 15160868 15160962 - -ENSG00000131375.9 CAPN7 chr3 15206152 15252918 + -ENSG00000224660.1 SH3BP5-AS1 chr3 15254184 15264493 + -ENSG00000131370.15 SH3BP5 chr3 15254853 15341368 - -ENSG00000201162.1 RNU6-454P chr3 15339749 15339855 + -ENSG00000226427.1 HMGN2P7 chr3 15375373 15375645 - -ENSG00000206562.11 METTL6 chr3 15381275 15440566 - -ENSG00000144597.13 EAF1 chr3 15427355 15450635 + -ENSG00000206926.1 RNU6-1024P chr3 15433110 15433216 - -ENSG00000249786.7 EAF1-AS1 chr3 15436171 15455940 - -ENSG00000206561.12 COLQ chr3 15450133 15521751 - -ENSG00000263573.1 MIR4270 chr3 15496239 15496308 - -ENSG00000241064.3 RN7SL110P chr3 15506623 15506905 - -ENSG00000131373.14 HACL1 chr3 15560704 15601852 - -ENSG00000169814.12 BTD chr3 15601341 15645822 + -ENSG00000206560.10 ANKRD28 chr3 15667236 15859771 - -ENSG00000264354.1 MIR3134 chr3 15697298 15697371 - -ENSG00000279465.1 RP11-44D5.2 chr3 15731877 15732536 + -ENSG00000270409.1 RP11-44D5.1 chr3 15732252 15733470 + -ENSG00000263740.2 RN7SL4P chr3 15738515 15738809 + -ENSG00000281814.1 AC090950.1 chr3 15738657 15738718 + -ENSG00000207815.1 MIR563 chr3 15873771 15873849 + -ENSG00000224728.1 AC090945.1 chr3 15878047 15879571 + -ENSG00000131386.17 GALNT15 chr3 16174649 16231992 + -ENSG00000154813.9 DPH3 chr3 16257978 16264972 - -ENSG00000154814.13 OXNAD1 chr3 16265160 16350299 + -ENSG00000270739.1 RP11-608O8.2 chr3 16275060 16276632 - -ENSG00000131378.13 RFTN1 chr3 16313574 16514026 - -ENSG00000271964.1 RP11-415F23.2 chr3 16314439 16314987 + -ENSG00000272498.1 RP11-415F23.3 chr3 16339308 16339871 + -ENSG00000272529.1 RP11-415F23.4 chr3 16345126 16346440 + -ENSG00000269391.1 RP11-194G10.3 chr3 16530771 16531802 + -ENSG00000233570.1 LINC00690 chr3 16536320 16541373 + -ENSG00000092345.13 DAZL chr3 16586792 16670306 - -ENSG00000264034.1 AC010139.1 chr3 16619521 16619618 - -ENSG00000229271.1 AC091493.2 chr3 16687986 16697479 - -ENSG00000224039.1 AC091493.1 chr3 16692745 16694202 - -ENSG00000154822.15 PLCL2 chr3 16802651 17090594 + -ENSG00000264818.1 MIR3714 chr3 16933196 16933260 + -ENSG00000226441.2 PLCL2-AS1 chr3 17042742 17044192 - -ENSG00000252976.1 AC090644.1 chr3 17135650 17135722 - -ENSG00000131374.14 TBC1D5 chr3 17157162 18444817 - -ENSG00000231780.1 AC090960.1 chr3 17333126 17333431 + -ENSG00000227309.1 AC140076.1 chr3 17465150 17465510 + -ENSG00000271841.1 RNU7-10P chr3 17664963 17665025 + -ENSG00000233133.1 AC104451.2 chr3 17706058 17706233 - -ENSG00000213383.2 AC104297.1 chr3 17871729 17872598 - -ENSG00000214286.2 PDCL3P3 chr3 17877455 17878169 - -ENSG00000226238.1 AC132807.1 chr3 17990023 17995544 + -ENSG00000274840.4 RP11-320G10.1 chr3 18013226 18041603 + -ENSG00000182568.16 SATB1 chr3 18345387 18445588 - -ENSG00000272477.1 RP11-158G18.1 chr3 18408680 18409635 - -ENSG00000228956.8 SATB1-AS1 chr3 18445024 18920401 + -ENSG00000236570.1 RAD23BP1 chr3 18538673 18539899 + -ENSG00000251761.1 RNU6-138P chr3 18954943 18955049 - -ENSG00000183960.8 KCNH8 chr3 19148454 19535646 + -ENSG00000271898.1 MIR4791 chr3 19314848 19314931 - -ENSG00000163576.17 EFHB chr3 19879472 19947025 - -ENSG00000232953.1 HSPA8P18 chr3 19940269 19943310 - -ENSG00000144566.10 RAB5A chr3 19947079 19985175 + -ENSG00000183977.13 PP2D1 chr3 19979961 20012330 - -ENSG00000201545.1 RNU4-85P chr3 19996803 19996925 + -ENSG00000230697.1 SAP18P3 chr3 20007852 20008247 - -ENSG00000229468.1 RPL39P18 chr3 20012452 20012606 + -ENSG00000114166.7 KAT2B chr3 20040023 20154404 + -ENSG00000266745.1 MIR3135A chr3 20137565 20137641 + -ENSG00000129810.14 SGOL1 chr3 20160593 20186292 - -ENSG00000237485.5 SGOL1-AS1 chr3 20174244 20186427 + -ENSG00000199577.1 RNU6-822P chr3 20268965 20269070 - -ENSG00000231304.1 AC107622.1 chr3 20342468 20350928 + -ENSG00000261734.1 RP11-669C19.1 chr3 20388249 20390562 + -ENSG00000206807.1 RNU6-815P chr3 20507644 20507756 - -ENSG00000221659.1 AC104441.1 chr3 21138263 21138341 - -ENSG00000273842.1 AC104183.2 chr3 21382478 21382542 + -ENSG00000252306.1 AC104183.1 chr3 21388533 21388617 - -ENSG00000236380.5 VENTXP7 chr3 21405737 21406508 + -ENSG00000272511.1 RP11-180N14.1 chr3 21412222 21413944 - -ENSG00000151789.9 ZNF385D chr3 21415071 22373321 - -ENSG00000225542.1 ZNF385D-AS1 chr3 21542816 21579959 + -ENSG00000280519.1 SNORA32 chr3 21621486 21621568 + -ENSG00000221384.1 AC023798.1 chr3 21829738 21829837 + -ENSG00000223351.5 ZNF385D-AS2 chr3 21942566 21979828 + -ENSG00000132967.9 HMGB1P5 chr3 22381819 22382929 + -ENSG00000234723.1 AC092421.1 chr3 22670201 22670711 - -ENSG00000271235.1 RP11-1037D22.1 chr3 22811390 22812047 - -ENSG00000226183.1 RANP7 chr3 22904135 22905151 + -ENSG00000231915.2 SALL4P5 chr3 22989823 22991582 + -ENSG00000215016.2 RPL24P7 chr3 23134372 23134824 + -ENSG00000233153.5 UBE2E2-AS1 chr3 23195070 23202578 - -ENSG00000182247.9 UBE2E2 chr3 23203020 23591793 + -ENSG00000206728.1 Y_RNA chr3 23273807 23273910 + -ENSG00000228171.1 AC121251.1 chr3 23389661 23389909 - -ENSG00000221506.1 AC092038.1 chr3 23399500 23399569 - -ENSG00000265645.1 AC092038.2 chr3 23480497 23480578 - -ENSG00000252562.1 RNU6-922P chr3 23613661 23613759 - -ENSG00000212269.1 RNU6-788P chr3 23641489 23641592 - -ENSG00000238672.1 AC020626.1 chr3 23767611 23767704 + -ENSG00000223791.1 UBE2E1-AS1 chr3 23804024 23806905 - -ENSG00000170142.11 UBE2E1 chr3 23805903 23891316 + -ENSG00000231395.1 AC124914.3 chr3 23878981 23879498 - -ENSG00000197885.10 NKIRAS1 chr3 23891660 23946591 - -ENSG00000174748.18 RPL15 chr3 23916545 23923692 + -ENSG00000174738.12 NR1D2 chr3 23945260 23980618 + -ENSG00000224074.3 LINC00691 chr3 24096269 24103238 - -ENSG00000242109.1 NPM1P23 chr3 24096512 24097360 - -ENSG00000151090.17 THRB chr3 24117160 24495282 - -ENSG00000229756.1 RPL31P20 chr3 24430748 24431107 + -ENSG00000224822.1 THRB-IT1 chr3 24455136 24459434 - -ENSG00000228791.7 THRB-AS1 chr3 24494087 24681711 + -ENSG00000272554.1 RP11-317L10.1 chr3 24496272 24499580 - -ENSG00000265028.1 MIR4792 chr3 24521362 24521435 - -ENSG00000233544.1 EIF3KP2 chr3 24555834 24556459 + -ENSG00000237838.1 AC133680.1 chr3 24687919 25174305 + -ENSG00000244404.3 RN7SL216P chr3 25020166 25020463 - -ENSG00000201713.1 RNA5SP125 chr3 25025007 25025126 + -ENSG00000077092.18 RARB chr3 25174332 25597932 + -ENSG00000213877.3 CFL1P7 chr3 25324174 25324659 + -ENSG00000275044.1 AC098477.1 chr3 25345565 25345665 + -ENSG00000201962.1 RNA5SP126 chr3 25352284 25352392 - -ENSG00000229421.1 AC133141.1 chr3 25441164 25441502 - -ENSG00000272166.1 SNORD5 chr3 25555543 25555606 - -ENSG00000077097.13 TOP2B chr3 25597905 25664907 - -ENSG00000275227.1 uc_338 chr3 25618132 25618312 - -ENSG00000264219.1 MIR4442 chr3 25664873 25664939 - -ENSG00000238225.1 CRIP1P2 chr3 25686896 25687123 + -ENSG00000151092.16 NGLY1 chr3 25718944 25790039 - -ENSG00000213872.3 AC092798.2 chr3 25749488 25749896 + -ENSG00000213871.3 TAF9BP1 chr3 25754925 25755670 + -ENSG00000151093.7 OXSM chr3 25782917 25794534 + -ENSG00000230891.6 LINC00692 chr3 25858533 25873700 - -ENSG00000234158.1 RPEP2 chr3 26015669 26016369 + -ENSG00000237603.1 HMGB3P12 chr3 26216322 26216877 + -ENSG00000230465.1 VENTXP4 chr3 26346681 26347638 - -ENSG00000225386.1 AC099754.1 chr3 26619330 26622690 - -ENSG00000179796.11 LRRC3B chr3 26622806 26710776 + -ENSG00000234165.1 AC114877.3 chr3 26712307 26713364 + -ENSG00000221438.1 AC114877.1 chr3 26753937 26754076 - -ENSG00000163491.16 NEK10 chr3 27110085 27369460 - -ENSG00000224237.1 MINOS1P3 chr3 27214816 27215018 - -ENSG00000207251.1 RNU6-342P chr3 27265580 27265683 - -ENSG00000221573.1 AC099535.1 chr3 27362566 27362658 - -ENSG00000033867.16 SLC4A7 chr3 27372721 27484420 - -ENSG00000227523.1 RPS20P15 chr3 27462506 27462816 + -ENSG00000230807.1 AC099535.4 chr3 27486247 27486617 + -ENSG00000201033.1 RNU1-96P chr3 27513871 27514032 + -ENSG00000232167.1 AC137675.1 chr3 27525353 27525394 + -ENSG00000238912.1 Y_RNA chr3 27547757 27547858 - -ENSG00000223968.1 AC098614.1 chr3 27624202 27624456 - -ENSG00000213846.4 AC098614.2 chr3 27632976 27633720 + -ENSG00000271943.1 RP11-222K16.1 chr3 27638315 27638776 + -ENSG00000232766.1 AC098614.3 chr3 27703129 27703568 - -ENSG00000272282.1 RP11-222K16.2 chr3 27712910 27714005 + -ENSG00000163508.12 EOMES chr3 27715949 27722711 - -ENSG00000225548.5 AC098973.2 chr3 27802762 27891301 + -ENSG00000229243.1 AC098973.1 chr3 27830888 27834136 - -ENSG00000235493.1 AC092415.1 chr3 27997210 28028604 - -ENSG00000187118.12 CMC1 chr3 28241584 28325142 + -ENSG00000163512.13 AZI2 chr3 28315003 28349127 - -ENSG00000206559.7 ZCWPW2 chr3 28349146 28538122 + -ENSG00000234048.1 FAM96AP1 chr3 28427963 28428444 - -ENSG00000230480.1 AC093142.2 chr3 28447725 28448073 + -ENSG00000228214.6 LINC00693 chr3 28574791 28758340 + -ENSG00000238470.1 AC097361.1 chr3 29011242 29011336 + -ENSG00000215004.3 MESTP4 chr3 29087396 29088599 + -ENSG00000235904.1 RBMS3-AS3 chr3 29264194 29290726 - -ENSG00000144642.20 RBMS3 chr3 29280982 30010391 + -ENSG00000216169.1 AC098650.1 chr3 29369337 29369421 - -ENSG00000226216.1 RPS12P5 chr3 29390848 29391218 + -ENSG00000203506.5 RBMS3-AS2 chr3 29526251 29642809 - -ENSG00000227795.1 AC092796.1 chr3 29797652 29797825 - -ENSG00000235593.1 RBMS3-AS1 chr3 29926811 29934156 - -ENSG00000264178.1 AC137674.1 chr3 30138248 30138315 + -ENSG00000266546.1 AC137674.2 chr3 30138960 30139033 - -ENSG00000199927.2 ACEA_U3 chr3 30304320 30304536 - -ENSG00000281710.1 U3 chr3 30304321 30304536 - -ENSG00000227260.1 AC116035.1 chr3 30524745 30527185 + -ENSG00000227549.1 AC116035.2 chr3 30524990 30526213 - -ENSG00000163513.17 TGFBR2 chr3 30606502 30694142 + -ENSG00000224618.1 AC096921.2 chr3 30626423 30626797 - -ENSG00000261468.1 RP11-1024P17.1 chr3 30697661 30699576 + -ENSG00000144644.14 GADL1 chr3 30726200 30894765 - -ENSG00000265376.1 MIR466 chr3 31161704 31161787 - -ENSG00000213854.3 CNN2P6 chr3 31181751 31182650 - -ENSG00000222983.1 RNA5SP127 chr3 31228715 31228847 + -ENSG00000230111.1 AC115283.1 chr3 31269007 31269406 + -ENSG00000227339.1 THRAP3P1 chr3 31452832 31455894 + -ENSG00000163527.9 STT3B chr3 31532638 31637622 + -ENSG00000144645.13 OSBPL10 chr3 31657890 32077580 - -ENSG00000232490.6 OSBPL10-AS1 chr3 31704058 31721652 + -ENSG00000223965.2 ZNF587P1 chr3 31794470 31796175 + -ENSG00000197385.5 ZNF860 chr3 31981771 31991628 + -ENSG00000281372.1 AC108485.1 chr3 32001682 32001779 + -ENSG00000235670.1 RPL21P40 chr3 32030196 32030678 + -ENSG00000201701.1 SNORA25 chr3 32037526 32037653 + -ENSG00000252398.1 Y_RNA chr3 32045873 32045979 + -ENSG00000251590.1 NIFKP7 chr3 32063974 32066611 - -ENSG00000152642.10 GPD1L chr3 32105689 32168713 + -ENSG00000236732.1 AC094019.4 chr3 32151083 32151895 - -ENSG00000237433.1 AC097639.8 chr3 32190747 32191627 + -ENSG00000261572.1 RP11-384L8.1 chr3 32236688 32238578 - -ENSG00000170293.8 CMTM8 chr3 32238679 32370325 + -ENSG00000270377.1 RP11-384L8.2 chr3 32243847 32244018 - -ENSG00000234737.1 KRT18P15 chr3 32258940 32260230 + -ENSG00000207857.2 AC097639.1 chr3 32259728 32259819 + -ENSG00000153551.13 CMTM7 chr3 32391671 32483067 + -ENSG00000091317.7 CMTM6 chr3 32481312 32503408 - -ENSG00000276147.1 MIR548AY chr3 32506283 32506389 - -ENSG00000213849.3 AC104306.1 chr3 32507955 32508325 + -ENSG00000264135.1 AC104306.2 chr3 32515726 32515820 + -ENSG00000144635.8 DYNC1LI1 chr3 32525971 32570874 - -ENSG00000226955.1 AC104306.4 chr3 32592972 32593312 - -ENSG00000231552.1 IGBP1P3 chr3 32620903 32621902 - -ENSG00000237676.1 RPL30P4 chr3 32635222 32635554 - -ENSG00000182973.18 CNOT10 chr3 32685145 32773875 + -ENSG00000251224.1 CNOT10-AS1 chr3 32730635 32737454 - -ENSG00000213842.2 SUGT1P2 chr3 32752910 32753901 + -ENSG00000227337.1 RPL23AP43 chr3 32785646 32786116 + -ENSG00000206557.5 TRIM71 chr3 32818018 32897826 + -ENSG00000183813.6 CCR4 chr3 32951574 32956349 + -ENSG00000170266.15 GLB1 chr3 32996608 33097230 - -ENSG00000223899.1 SEC13P1 chr3 33033863 33034810 + -ENSG00000235424.1 SUMO2P10 chr3 33077204 33077491 + -ENSG00000188167.8 TMPPE chr3 33090421 33096801 - -ENSG00000275090.1 RN7SL296P chr3 33103008 33103306 + -ENSG00000170275.14 CRTAP chr3 33113979 33147773 + -ENSG00000272149.1 RP11-627J17.1 chr3 33144104 33147721 - -ENSG00000173705.8 SUSD5 chr3 33150042 33219215 - -ENSG00000230119.1 AC123900.2 chr3 33190233 33190328 - -ENSG00000153558.13 FBXL2 chr3 33277025 33403662 + -ENSG00000153560.11 UBP1 chr3 33388336 33441371 - -ENSG00000252700.1 RNU7-110P chr3 33414150 33414211 + -ENSG00000202175.1 RNA5SP128 chr3 33491983 33492098 - -ENSG00000163539.15 CLASP2 chr3 33496245 33718356 - -ENSG00000238008.1 COX6CP10 chr3 33554636 33554859 + -ENSG00000228112.1 AC112220.2 chr3 33727250 33727604 - -ENSG00000227707.1 SDAD1P3 chr3 33771963 33772295 + -ENSG00000271324.1 RP11-10C24.2 chr3 33793644 33794145 - -ENSG00000271643.1 RP11-10C24.3 chr3 33795688 33796950 - -ENSG00000271020.1 RP11-10C24.1 chr3 33797149 33797681 - -ENSG00000170248.13 PDCD6IP chr3 33798352 33869707 + -ENSG00000226320.5 AC018359.1 chr3 34159334 34562877 + -ENSG00000236452.1 AC123023.1 chr3 34203244 34268811 + -ENSG00000227498.2 AC018359.3 chr3 34524818 34543880 - -ENSG00000235534.1 FECHP1 chr3 34872641 34873854 + -ENSG00000228767.1 KRT8P18 chr3 35215705 35217149 - -ENSG00000212442.1 RNU6-243P chr3 35256840 35256946 - -ENSG00000172995.16 ARPP21 chr3 35638945 35794496 + -ENSG00000230830.1 ARPP21-AS1 chr3 35650197 35651961 - -ENSG00000207625.1 MIR128-2 chr3 35744476 35744559 + -ENSG00000226489.1 AC104308.2 chr3 35871866 35872198 + -ENSG00000236158.1 RFC3P1 chr3 36169767 36170448 - -ENSG00000144681.10 STAC chr3 36380344 36548007 + -ENSG00000231382.1 NBPF21P chr3 36616006 36637457 - -ENSG00000201315.1 RN7SKP227 chr3 36685040 36685369 + -ENSG00000163673.6 DCLK3 chr3 36712422 36739861 - -ENSG00000230067.3 HSPD1P6 chr3 36767117 36784167 - -ENSG00000279727.1 RP11-640L9.1 chr3 36819276 36822498 - -ENSG00000281100.1 RP11-640L9.2 chr3 36823151 36825158 - -ENSG00000168016.13 TRANK1 chr3 36826820 36945057 - -ENSG00000234073.1 AC011816.1 chr3 36880184 36880729 - -ENSG00000210181.1 RNU6ATAC4P chr3 36968191 36968316 - -ENSG00000272334.1 RP11-129K12.1 chr3 36973117 36973672 - -ENSG00000236165.1 PRADC1P1 chr3 36976316 36976840 + -ENSG00000178567.7 EPM2AIP1 chr3 36985043 36993168 - -ENSG00000076242.14 MLH1 chr3 36993332 37050918 + -ENSG00000224858.5 RPL29P11 chr3 37016523 37017014 - -ENSG00000093167.17 LRRFIP2 chr3 37052656 37183689 - -ENSG00000206645.1 Y_RNA chr3 37093133 37093234 - -ENSG00000225558.1 UBE2D3P2 chr3 37134658 37135102 + -ENSG00000199594.1 RNU6-1301P chr3 37140327 37140430 + -ENSG00000224080.1 UBE2FP1 chr3 37143512 37143958 - -ENSG00000271993.1 RP11-285J16.1 chr3 37182107 37182734 + -ENSG00000231449.1 AC097359.2 chr3 37196204 37196666 + -ENSG00000271653.1 RP11-259K5.1 chr3 37216779 37217988 + -ENSG00000270194.1 RP11-259K5.2 chr3 37241789 37244177 - -ENSG00000144674.16 GOLGA4 chr3 37243177 37366751 + -ENSG00000230409.3 TCEA1P2 chr3 37275693 37276598 + -ENSG00000222208.1 RNA5SP129 chr3 37341649 37341766 + -ENSG00000198590.11 C3orf35 chr3 37386269 37435497 + -ENSG00000144668.11 ITGA9 chr3 37452115 37823514 + -ENSG00000239105.1 RNU7-73P chr3 37573151 37573213 - -ENSG00000235257.8 ITGA9-AS1 chr3 37745432 37861780 - -ENSG00000235482.1 RPL21P135 chr3 37748110 37748900 + -ENSG00000236411.1 NDUFAF4P3 chr3 37789921 37790445 - -ENSG00000144677.14 CTDSPL chr3 37861960 37984469 + -ENSG00000199075.1 MIR26A1 chr3 37969404 37969480 + -ENSG00000136059.14 VILL chr3 37988059 38007188 + -ENSG00000187091.13 PLCD1 chr3 38007496 38029762 - -ENSG00000200579.1 Y_RNA chr3 38014568 38014669 + -ENSG00000008226.19 DLEC1 chr3 38039205 38124025 + -ENSG00000231668.2 PPP2R2DP1 chr3 38051759 38052395 + -ENSG00000060971.17 ACAA1 chr3 38103129 38137242 - -ENSG00000201965.1 Y_RNA chr3 38125292 38125394 - -ENSG00000172936.12 MYD88 chr3 38138478 38143022 + -ENSG00000172939.8 OXSR1 chr3 38165089 38255488 + -ENSG00000172940.11 SLC22A13 chr3 38265812 38278315 + -ENSG00000237982.1 RP11-815I22.1 chr3 38270283 38270767 - -ENSG00000144671.10 SLC22A14 chr3 38282294 38318575 + -ENSG00000199514.1 RNU6-235P chr3 38303773 38303879 - -ENSG00000230123.1 DLEC1P1 chr3 38325237 38329070 - -ENSG00000093217.9 XYLB chr3 38346760 38421348 + -ENSG00000229589.1 ACVR2B-AS1 chr3 38451027 38454820 - -ENSG00000114739.13 ACVR2B chr3 38453851 38493142 + -ENSG00000157036.12 EXOG chr3 38496127 38542161 + -ENSG00000207512.1 Y_RNA chr3 38505480 38505581 - -ENSG00000230683.1 DDTP1 chr3 38515448 38515830 - -ENSG00000232439.1 RPL18AP7 chr3 38526802 38527325 - -ENSG00000183873.15 SCN5A chr3 38548057 38649673 - -ENSG00000185313.6 SCN10A chr3 38696802 38794010 - -ENSG00000222719.1 AC116038.1 chr3 38800296 38800394 - -ENSG00000231243.1 RP11-134J21.1 chr3 38823902 38825302 + -ENSG00000168356.11 SCN11A chr3 38845769 38950561 - -ENSG00000206708.1 RNU6-1227P chr3 39025987 39026093 + -ENSG00000114742.13 WDR48 chr3 39051998 39096671 + -ENSG00000114745.13 GORASP1 chr3 39096659 39108363 - -ENSG00000168026.16 TTC21A chr3 39107704 39138903 + -ENSG00000276236.1 MIR6822 chr3 39138206 39138266 + -ENSG00000144655.14 CSRNP1 chr3 39141855 39154562 - -ENSG00000214305.4 Metazoa_SRP chr3 39161270 39161520 + -ENSG00000168334.8 XIRP1 chr3 39183210 39192596 - -ENSG00000215034.4 DSTNP4 chr3 39214199 39214672 + -ENSG00000168329.13 CX3CR1 chr3 39263494 39281735 - -ENSG00000270367.1 RP11-331G2.6 chr3 39285985 39287920 + -ENSG00000179934.6 CCR8 chr3 39329706 39333511 + -ENSG00000228168.1 HNRNPA1P21 chr3 39334979 39335939 + -ENSG00000238267.1 RP11-241K18.2 chr3 39338129 39338879 - -ENSG00000223668.1 EEF1A1P24 chr3 39358545 39359922 + -ENSG00000144659.10 SLC25A38 chr3 39383348 39397351 + -ENSG00000168028.13 RPSA chr3 39406689 39412542 + -ENSG00000206760.1 SNORA6 chr3 39408389 39408539 + -ENSG00000202363.1 SNORA62 chr3 39411054 39411206 + -ENSG00000264724.1 AC099332.1 chr3 39417480 39417565 + -ENSG00000168314.17 MOBP chr3 39467198 39529479 + -ENSG00000230757.1 NFU1P1 chr3 39643638 39644705 + -ENSG00000170011.13 MYRIP chr3 39808914 40260321 + -ENSG00000201570.1 RNU4-56P chr3 39970125 39970266 + -ENSG00000280739.2 EIF1B-AS1 chr3 40173145 40309698 - -ENSG00000265327.2 RN7SL411P chr3 40209005 40209304 + -ENSG00000202517.1 SNORA64 chr3 40238608 40238741 + -ENSG00000114784.3 EIF1B chr3 40309684 40312424 + -ENSG00000223797.5 ENTPD3-AS1 chr3 40313802 40453329 - -ENSG00000230274.1 PGAM1P3 chr3 40322715 40323279 - -ENSG00000168032.8 ENTPD3 chr3 40387156 40428619 + -ENSG00000188846.13 RPL14 chr3 40457292 40468587 + -ENSG00000177873.12 ZNF619 chr3 40477113 40490236 + -ENSG00000199906.1 RNU5B-2P chr3 40498891 40499003 - -ENSG00000177842.11 ZNF620 chr3 40505992 40518736 + -ENSG00000172888.11 ZNF621 chr3 40524878 40574685 + -ENSG00000234067.1 RPL5P10 chr3 40586535 40587428 - -ENSG00000226845.1 EEF1GP3 chr3 40596207 40597494 - -ENSG00000226302.1 RP11-528N21.1 chr3 40603125 40605427 - -ENSG00000229072.1 HMGN2P24 chr3 40699066 40699338 - -ENSG00000234287.1 RP11-761N21.2 chr3 40761545 40761799 + -ENSG00000231873.1 RP11-761N21.1 chr3 40766207 40862626 + -ENSG00000233096.1 RP11-520A21.1 chr3 40970541 40971578 - -ENSG00000233919.1 RP11-372H2.1 chr3 41162287 41168547 - -ENSG00000275256.1 MRPS31P1 chr3 41189041 41189236 + -ENSG00000168036.16 CTNNB1 chr3 41194837 41260096 + -ENSG00000168038.10 ULK4 chr3 41246599 41962430 - -ENSG00000221337.1 AC099537.1 chr3 41649256 41649337 + -ENSG00000252409.1 SCARNA21 chr3 41687868 41688033 - -ENSG00000222942.1 RN7SKP58 chr3 41766615 41766919 - -ENSG00000223513.1 ATP6V0E1P2 chr3 41859350 41859594 - -ENSG00000251986.1 Y_RNA chr3 41868998 41869095 - -ENSG00000212145.2 U8 chr3 41899111 41899253 - -ENSG00000234270.1 RPL36P20 chr3 41955445 41955763 + -ENSG00000235339.1 GEMIN2P2 chr3 41977008 41978034 + -ENSG00000182606.14 TRAK1 chr3 42013802 42225889 + -ENSG00000229339.1 RP11-193I22.2 chr3 42051181 42051694 - -ENSG00000234562.1 TPMTP2 chr3 42145646 42146371 - -ENSG00000222872.1 RNU4-78P chr3 42221840 42221965 + -ENSG00000187094.11 CCK chr3 42257825 42266207 - -ENSG00000281160.1 RP11-333B11.1 chr3 42264989 42266390 + -ENSG00000231280.1 SALL4P6 chr3 42321005 42322695 + -ENSG00000229572.1 EIF4BP4 chr3 42340588 42342367 + -ENSG00000157093.8 LYZL4 chr3 42397078 42410600 - -ENSG00000239181.1 AC092048.1 chr3 42422146 42422238 - -ENSG00000235787.1 RP11-219I21.1 chr3 42469640 42469879 + -ENSG00000114812.12 VIPR1 chr3 42489299 42537573 + -ENSG00000232354.7 VIPR1-AS1 chr3 42506465 42533258 - -ENSG00000093183.13 SEC22C chr3 42547969 42601080 - -ENSG00000008324.10 SS18L2 chr3 42581840 42595114 + -ENSG00000114857.17 NKTR chr3 42600614 42648741 + -ENSG00000230084.5 RP4-613B23.1 chr3 42601963 42654388 - -ENSG00000114853.13 ZBTB47 chr3 42653684 42665854 + -ENSG00000240203.3 RN7SL567P chr3 42676189 42676491 - -ENSG00000157119.11 KLHL40 chr3 42685519 42692544 + -ENSG00000010282.14 HHATL chr3 42692663 42702827 - -ENSG00000244607.5 CCDC13 chr3 42692663 42773253 - -ENSG00000230970.3 HHATL-AS1 chr3 42702653 42706776 + -ENSG00000173811.10 CCDC13-AS1 chr3 42732575 42746768 + -ENSG00000280571.1 RP4-613B23.5 chr3 42757177 42804518 - -ENSG00000225611.1 RP11-70C1.1 chr3 42770612 42773635 + -ENSG00000181061.13 HIGD1A chr3 42784298 42804531 - -ENSG00000235288.3 RP11-70C1.3 chr3 42785087 42852428 - -ENSG00000144648.14 ACKR2 chr3 42804752 42887974 + -ENSG00000273328.5 RP11-141M3.6 chr3 42809414 42908105 + -ENSG00000273291.5 RP11-136C24.3 chr3 42809446 43055871 + -ENSG00000240747.7 KRBOX1 chr3 42809483 42942792 + -ENSG00000180432.5 CYP8B1 chr3 42856005 42876165 - -ENSG00000236459.1 HNRNPA1P22 chr3 42889361 42890306 + -ENSG00000182983.14 ZNF662 chr3 42905731 42917641 + -ENSG00000281085.1 AC092043.1 chr3 42927565 42927697 - -ENSG00000206552.4 KRBOX1-AS1 chr3 42934252 42936785 - -ENSG00000144649.8 FAM198A chr3 42979267 43060211 + -ENSG00000232375.1 RP11-136C24.1 chr3 43037121 43037451 + -ENSG00000144647.5 POMGNT2 chr3 43079232 43106076 - -ENSG00000227245.1 RP11-136C24.2 chr3 43087479 43088068 + -ENSG00000222331.1 AC104434.1 chr3 43210741 43210871 - -ENSG00000163788.13 SNRK chr3 43286512 43424764 + -ENSG00000241939.3 RN7SL517P chr3 43314951 43315255 + -ENSG00000271941.1 RP11-188P20.3 chr3 43346923 43347643 - -ENSG00000234617.1 SNRK-AS1 chr3 43349644 43351962 - -ENSG00000160746.12 ANO10 chr3 43354859 43691594 - -ENSG00000251811.1 Y_RNA chr3 43472477 43472596 + -ENSG00000223916.1 RP11-353H3.1 chr3 43484972 43485880 - -ENSG00000011198.7 ABHD5 chr3 43690113 43734371 + -ENSG00000235886.1 RP4-672N11.1 chr3 43778961 43779982 - -ENSG00000271192.1 RP4-555D20.3 chr3 43996896 43997443 + -ENSG00000272121.1 RP4-555D20.4 chr3 43998081 43999149 - -ENSG00000252980.1 RNU6-367P chr3 44071087 44071186 + -ENSG00000207954.1 MIR138-1 chr3 44114212 44114310 + -ENSG00000280435.1 RP4-555D20.1 chr3 44115818 44117487 - -ENSG00000261786.1 RP4-555D20.2 chr3 44117299 44122365 + -ENSG00000173769.4 TOPAZ1 chr3 44241886 44332098 + -ENSG00000271937.1 RP11-424N24.2 chr3 44337941 44338552 - -ENSG00000179152.18 TCAIM chr3 44338119 44409451 + -ENSG00000225873.1 LINC00694 chr3 44421127 44424007 - -ENSG00000185219.15 ZNF445 chr3 44439770 44477670 - -ENSG00000178917.14 ZNF852 chr3 44498970 44510640 - -ENSG00000214825.2 EI24P3 chr3 44524744 44525805 - -ENSG00000277509.1 RP11-944L7.6 chr3 44528955 44529391 - -ENSG00000196345.12 ZKSCAN7 chr3 44555193 44594173 + -ENSG00000236869.1 RP11-944L7.4 chr3 44557357 44685653 - -ENSG00000144792.9 ZNF660 chr3 44578223 44599694 + -ENSG00000214820.3 MPRIPP1 chr3 44579938 44581026 - -ENSG00000186448.14 ZNF197 chr3 44584888 44648471 + -ENSG00000233509.2 ZNF197-AS1 chr3 44617128 44624797 - -ENSG00000280942.1 AC099669.1 chr3 44629284 44629372 + -ENSG00000169981.10 ZNF35 chr3 44648727 44660791 + -ENSG00000272077.1 RP11-348P10.2 chr3 44667412 44669364 + -ENSG00000235805.1 SOCS5P3 chr3 44709311 44710886 - -ENSG00000196653.11 ZNF502 chr3 44712643 44723831 + -ENSG00000186446.11 ZNF501 chr3 44729596 44737083 + -ENSG00000163807.5 KIAA1143 chr3 44737661 44761662 - -ENSG00000163808.16 KIF15 chr3 44761717 44873376 + -ENSG00000238958.1 AC098649.1 chr3 44793015 44793105 - -ENSG00000169964.5 TMEM42 chr3 44861869 44865670 + -ENSG00000207783.1 MIR564 chr3 44861888 44861981 + -ENSG00000163810.11 TGM4 chr3 44874608 44914990 + -ENSG00000235845.1 RP11-272D20.2 chr3 44899178 44900925 + -ENSG00000163812.13 ZDHHC3 chr3 44915257 44976185 - -ENSG00000227123.1 RPL12P44 chr3 44937673 44938482 + -ENSG00000075914.12 EXOSC7 chr3 44975241 45036066 + -ENSG00000163815.5 CLEC3B chr3 45001548 45036071 + -ENSG00000252410.1 RNU5B-3P chr3 45034474 45034588 - -ENSG00000163814.7 CDCP1 chr3 45082278 45146422 - -ENSG00000224094.1 RPS24P8 chr3 45159774 45160175 - -ENSG00000249992.1 TMEM158 chr3 45224466 45226278 - -ENSG00000202268.2 U3 chr3 45255409 45255620 - -ENSG00000011376.9 LARS2 chr3 45388506 45549421 + -ENSG00000232455.2 LARS2-AS1 chr3 45483974 45509545 - -ENSG00000144791.9 LIMD1 chr3 45555394 45686338 + -ENSG00000251927.1 AC099539.1 chr3 45592255 45592327 + -ENSG00000230530.1 LIMD1-AS1 chr3 45679043 45689134 - -ENSG00000211456.10 SACM1L chr3 45689056 45745424 + -ENSG00000244357.3 RN7SL145P chr3 45742675 45742970 + -ENSG00000279017.1 RP11-697K23.3 chr3 45749627 45750651 + -ENSG00000163817.15 SLC6A20 chr3 45755450 45796535 - -ENSG00000163818.16 LZTFL1 chr3 45823316 45916042 - -ENSG00000236930.1 RP11-852E15.1 chr3 45883640 45884113 - -ENSG00000173585.15 CCR9 chr3 45886504 45903177 + -ENSG00000201635.1 Y_RNA chr3 45903187 45903298 + -ENSG00000163820.14 FYCO1 chr3 45917899 45995824 - -ENSG00000172215.5 CXCR6 chr3 45940933 45948353 + -ENSG00000173578.7 XCR1 chr3 46017024 46027742 - -ENSG00000226933.1 NRBF2P2 chr3 46023296 46024156 + -ENSG00000229515.1 FLT1P1 chr3 46142358 46143677 - -ENSG00000183625.14 CCR3 chr3 46163604 46266706 + -ENSG00000163823.3 CCR1 chr3 46201709 46208396 - -ENSG00000236736.1 UQCRC2P1 chr3 46310591 46311922 - -ENSG00000121807.5 CCR2 chr3 46353734 46360928 + -ENSG00000223552.1 RP11-24F11.2 chr3 46364955 46407059 - -ENSG00000160791.13 CCR5 chr3 46370854 46376206 + -ENSG00000121797.9 CCRL2 chr3 46407163 46412997 + -ENSG00000012223.12 LTF chr3 46435645 46485234 - -ENSG00000163825.3 RTP3 chr3 46497491 46500949 + -ENSG00000163827.12 LRRC2 chr3 46515423 46580099 - -ENSG00000264306.1 AC104304.1 chr3 46550506 46550557 - -ENSG00000268324.2 LRRC2-AS1 chr3 46557398 46559694 + -ENSG00000241186.7 TDGF1 chr3 46574555 46626543 + -ENSG00000251967.1 SNORD77 chr3 46650510 46650590 + -ENSG00000178038.16 ALS2CL chr3 46668997 46693704 - -ENSG00000181585.3 TMIE chr3 46701333 46710886 + -ENSG00000206549.12 PRSS50 chr3 46712116 46812574 - -ENSG00000261603.1 PRSS46 chr3 46719583 46736429 - -ENSG00000188086.12 PRSS45 chr3 46742092 46812558 - -ENSG00000238013.1 RP11-427P5.2 chr3 46798123 46798390 + -ENSG00000226074.4 PRSS44 chr3 46809359 46812558 - -ENSG00000178055.11 PRSS42 chr3 46829542 46834095 - -ENSG00000160808.9 MYL3 chr3 46857872 46882169 - -ENSG00000160801.13 PTH1R chr3 46877746 46903799 + -ENSG00000273682.1 RP11-427P5.3 chr3 46918807 46918935 - -ENSG00000160799.11 CCDC12 chr3 46921726 46982010 - -ENSG00000160796.16 NBEAL2 chr3 46979683 47009703 + -ENSG00000236409.1 NRADDP chr3 47011542 47013146 + -ENSG00000181555.19 SETD2 chr3 47016429 47163967 - -ENSG00000275940.1 MRP63P3 chr3 47028855 47029030 + -ENSG00000227398.3 KIF9-AS1 chr3 47164497 47246601 + -ENSG00000088727.12 KIF9 chr3 47228026 47283451 - -ENSG00000239128.1 SNORD13P3 chr3 47250523 47250626 - -ENSG00000114648.11 KLHL18 chr3 47282917 47346816 + -ENSG00000280173.1 RP11-447D11.3 chr3 47346950 47349073 + -ENSG00000260236.1 RP11-708J19.1 chr3 47379089 47380999 - -ENSG00000076201.14 PTPN23 chr3 47381011 47413441 + -ENSG00000114650.18 SCAP chr3 47413694 47477126 - -ENSG00000276925.1 RP11-708J19.3 chr3 47469777 47469987 + -ENSG00000163832.15 ELP6 chr3 47495640 47513761 - -ENSG00000271161.1 BOLA2P2 chr3 47499841 47500407 + -ENSG00000280667.1 Y_RNA chr3 47501083 47501182 + -ENSG00000266443.1 AC099778.1 chr3 47540014 47540100 - -ENSG00000244732.3 RN7SL870P chr3 47560229 47560524 - -ENSG00000114646.9 CSPG5 chr3 47562239 47580792 - -ENSG00000173473.10 SMARCC1 chr3 47585272 47782106 - -ENSG00000214773.1 RP11-717D12.1 chr3 47601715 47604677 - -ENSG00000235695.1 RP11-395P16.1 chr3 47663626 47663934 + -ENSG00000266457.1 AC026318.1 chr3 47769111 47769211 + -ENSG00000132153.14 DHX30 chr3 47802909 47850195 + -ENSG00000274420.1 uc_338 chr3 47818005 47818128 + -ENSG00000221585.1 MIR1226 chr3 47849555 47849629 + -ENSG00000047849.21 MAP4 chr3 47850690 48089272 - -ENSG00000199591.1 Y_RNA chr3 47931808 47931914 - -ENSG00000224895.1 VPS26BP1 chr3 47960327 47961081 - -ENSG00000270285.1 RP11-1029M24.4 chr3 48039267 48039490 + -ENSG00000281068.1 AC124916.1 chr3 48094801 48094876 - -ENSG00000265078.2 RN7SL664P chr3 48094801 48095105 - -ENSG00000281238.1 AC124916.2 chr3 48094888 48094957 - -ENSG00000236768.1 RP11-1029M24.1 chr3 48120669 48121215 - -ENSG00000164045.11 CDC25A chr3 48157146 48188402 - -ENSG00000235627.1 SNRPFP4 chr3 48161176 48161417 + -ENSG00000253056.1 RNU7-128P chr3 48180328 48180389 + -ENSG00000231884.1 NDUFB1P1 chr3 48181547 48181726 + -ENSG00000265483.1 MIR4443 chr3 48196564 48196616 + -ENSG00000164047.4 CAMP chr3 48223347 48225491 + -ENSG00000164048.13 ZNF589 chr3 48241100 48299253 + -ENSG00000229759.1 MRPS18AP1 chr3 48256350 48256938 - -ENSG00000199476.1 Y_RNA chr3 48288587 48288694 + -ENSG00000228638.1 FCF1P2 chr3 48290793 48291375 - -ENSG00000172113.8 NME6 chr3 48293264 48301685 - -ENSG00000229453.2 SPINK8 chr3 48306842 48328341 - -ENSG00000252466.1 MIR2115 chr3 48316360 48316459 - -ENSG00000164049.14 FBXW12 chr3 48372219 48401259 + -ENSG00000277483.1 RN7SL321P chr3 48379834 48380132 + -ENSG00000164050.12 PLXNB1 chr3 48403854 48430051 - -ENSG00000164051.13 CCDC51 chr3 48432164 48440456 - -ENSG00000232112.3 TMA7 chr3 48440257 48444208 + -ENSG00000244380.1 RP11-24C3.2 chr3 48440352 48446656 - -ENSG00000164053.17 ATRIP chr3 48446710 48465655 + -ENSG00000213689.9 TREX1 chr3 48465046 48467645 + -ENSG00000164054.15 SHISA5 chr3 48467798 48504826 - -ENSG00000264209.1 AC134772.1 chr3 48488492 48488585 - -ENSG00000114268.11 PFKFB4 chr3 48517684 48562015 - -ENSG00000278799.1 MIR6823 chr3 48549961 48550021 - -ENSG00000145040.3 UCN2 chr3 48561727 48563773 - -ENSG00000114270.15 COL7A1 chr3 48564073 48595267 - -ENSG00000211535.1 MIR711 chr3 48578902 48578977 - -ENSG00000010256.10 UQCRC1 chr3 48599002 48610976 - -ENSG00000183396.3 TMEM89 chr3 48620759 48621855 - -ENSG00000225697.10 SLC26A6 chr3 48625723 48635493 - -ENSG00000274831.1 MIR6824 chr3 48633636 48633698 - -ENSG00000008300.14 CELSR3 chr3 48636469 48662915 - -ENSG00000263898.1 MIR4793 chr3 48644194 48644280 - -ENSG00000228350.1 CELSR3-AS1 chr3 48663776 48669174 + -ENSG00000271973.1 RP11-572O6.1 chr3 48672455 48672733 + -ENSG00000213672.7 NCKIPSD chr3 48673844 48686364 - -ENSG00000068745.14 IP6K2 chr3 48688003 48740353 - -ENSG00000274388.1 AC141002.1 chr3 48729731 48729798 + -ENSG00000114302.15 PRKAR2A chr3 48744597 48847846 - -ENSG00000224424.7 PRKAR2A-AS1 chr3 48847572 48851981 + -ENSG00000178537.9 SLC25A20 chr3 48856931 48898993 - -ENSG00000221883.2 ARIH2OS chr3 48917788 48919385 - -ENSG00000177479.19 ARIH2 chr3 48918821 48986382 + -ENSG00000235236.1 RP13-131K19.1 chr3 48979918 48983985 - -ENSG00000223343.1 RP13-131K19.2 chr3 48985049 48989988 - -ENSG00000273211.1 RP13-131K19.7 chr3 48985485 48985963 - -ENSG00000178467.17 P4HTM chr3 48989886 49007154 + -ENSG00000178252.17 WDR6 chr3 49007062 49015953 + -ENSG00000178149.16 DALRD3 chr3 49015488 49022293 - -ENSG00000199032.1 MIR425 chr3 49020148 49020234 - -ENSG00000178057.14 NDUFAF3 chr3 49020459 49023495 + -ENSG00000207605.2 MIR191 chr3 49020602 49020714 - -ENSG00000178035.11 IMPDH2 chr3 49024325 49029408 - -ENSG00000272434.1 RP13-131K19.6 chr3 49029316 49029706 + -ENSG00000198218.10 QRICH1 chr3 49029707 49094363 - -ENSG00000241461.3 RN7SL182P chr3 49083233 49083532 + -ENSG00000172053.14 QARS chr3 49095932 49105101 - -ENSG00000274888.1 MIR6890 chr3 49099854 49099914 - -ENSG00000172046.18 USP19 chr3 49108046 49120938 - -ENSG00000172037.13 LAMB2 chr3 49121114 49133118 - -ENSG00000270441.1 RP11-694I15.7 chr3 49140086 49160851 - -ENSG00000177352.9 CCDC71 chr3 49162535 49166321 - -ENSG00000185909.14 KLHDC8B chr3 49171611 49176486 + -ENSG00000236980.9 C3orf84 chr3 49177632 49191858 - -ENSG00000173421.16 CCDC36 chr3 49198428 49258104 + -ENSG00000270538.1 RP11-3B7.7 chr3 49252129 49252264 - -ENSG00000225399.4 RP11-3B7.1 chr3 49260085 49261316 + -ENSG00000188315.7 C3orf62 chr3 49268602 49277909 - -ENSG00000199546.1 Y_RNA chr3 49270132 49270239 + -ENSG00000264633.1 MIR4271 chr3 49274120 49274186 + -ENSG00000114316.12 USP4 chr3 49277831 49340712 - -ENSG00000281433.1 Metazoa_SRP chr3 49320296 49320564 + -ENSG00000233276.3 GPX1 chr3 49357176 49358600 - -ENSG00000067560.10 RHOA chr3 49359145 49412998 - -ENSG00000235908.1 RHOA-IT1 chr3 49365145 49367006 - -ENSG00000145022.4 TCTA chr3 49412206 49416475 + -ENSG00000145020.14 AMT chr3 49416778 49422753 - -ENSG00000145029.11 NICN1 chr3 49422946 49429326 - -ENSG00000201301.1 RNA5SP130 chr3 49467115 49467228 - -ENSG00000173402.11 DAG1 chr3 49468703 49535618 + -ENSG00000226913.1 BSN-AS2 chr3 49549306 49554366 - -ENSG00000164061.4 BSN chr3 49554489 49671545 + -ENSG00000235120.1 BSN-AS1 chr3 49640483 49641769 - -ENSG00000281001.1 AC099668.1 chr3 49665262 49665391 + -ENSG00000164062.12 APEH chr3 49674002 49683963 + -ENSG00000173531.15 MST1 chr3 49683947 49689501 - -ENSG00000259970.1 AC099668.5 chr3 49684480 49684983 - -ENSG00000164068.15 RNF123 chr3 49689499 49721529 + -ENSG00000176020.8 AMIGO3 chr3 49716834 49719695 - -ENSG00000173540.12 GMPPB chr3 49716844 49723951 - -ENSG00000176095.11 IP6K1 chr3 49724294 49786542 - -ENSG00000239576.1 COX6CP14 chr3 49758483 49758656 + -ENSG00000244730.1 RP13-1056D16.2 chr3 49775285 49775614 + -ENSG00000187492.8 CDHR4 chr3 49790732 49799835 - -ENSG00000185614.4 FAM212A chr3 49803254 49805030 + -ENSG00000182179.10 UBA7 chr3 49805207 49813946 - -ENSG00000263506.1 MIR5193 chr3 49806137 49806245 - -ENSG00000263651.1 AC139451.1 chr3 49818954 49819053 - -ENSG00000183763.8 TRAIP chr3 49828599 49856574 - -ENSG00000164076.16 CAMKV chr3 49857988 49870222 - -ENSG00000264706.2 RN7SL217P chr3 49863375 49863660 - -ENSG00000281278.1 AC139451.2 chr3 49863381 49863464 - -ENSG00000234667.1 ACTBP13 chr3 49873347 49877980 - -ENSG00000164078.12 MST1R chr3 49887002 49903873 - -ENSG00000230698.1 CTD-2330K9.2 chr3 49899302 49903757 + -ENSG00000228008.1 CTD-2330K9.3 chr3 49903845 49916937 + -ENSG00000164077.13 MON1A chr3 49908862 49930173 - -ENSG00000004534.14 RBM6 chr3 49940007 50100045 + -ENSG00000003756.16 RBM5 chr3 50088908 50119021 + -ENSG00000281691.1 RBM5-AS1 chr3 50099603 50100988 - -ENSG00000235016.1 SEMA3F-AS1 chr3 50116022 50156085 - -ENSG00000001617.11 SEMA3F chr3 50155045 50189075 + -ENSG00000207922.1 MIR566 chr3 50173326 50173419 + -ENSG00000114349.9 GNAT1 chr3 50191612 50196516 + -ENSG00000188338.14 SLC38A3 chr3 50205246 50221486 + -ENSG00000114353.16 GNAI2 chr3 50226292 50259355 + -ENSG00000275334.1 MIR5787 chr3 50227436 50227490 + -ENSG00000213600.3 XXcos-LUCA16.1 chr3 50239618 50239984 + -ENSG00000230454.1 U73166.2 chr3 50260303 50263358 + -ENSG00000232352.1 SEMA3B-AS1 chr3 50266641 50267371 - -ENSG00000012171.17 SEMA3B chr3 50267558 50277546 + -ENSG00000274596.1 MIR6872 chr3 50273236 50273297 + -ENSG00000179564.3 LSMEM2 chr3 50279027 50288114 + -ENSG00000214706.10 IFRD2 chr3 50287732 50292918 - -ENSG00000186792.15 HYAL3 chr3 50292828 50299468 - -ENSG00000243477.5 NAT6 chr3 50296402 50299421 - -ENSG00000114378.16 HYAL1 chr3 50299889 50312381 - -ENSG00000068001.13 HYAL2 chr3 50317790 50322906 - -ENSG00000114383.9 TUSC2 chr3 50320027 50328251 - -ENSG00000068028.17 RASSF1 chr3 50329782 50340980 - -ENSG00000281358.1 RASSF1-AS1 chr3 50337511 50338300 + -ENSG00000235058.1 ZMYND10-AS1 chr3 50341106 50345697 + -ENSG00000004838.13 ZMYND10 chr3 50341110 50346852 - -ENSG00000114388.12 NPRL2 chr3 50347330 50351091 - -ENSG00000114395.10 CYB561D2 chr3 50350695 50358460 + -ENSG00000272104.1 XXcos-LUCA11.5 chr3 50350892 50367923 + -ENSG00000126062.3 TMEM115 chr3 50354749 50359610 - -ENSG00000007402.11 CACNA2D2 chr3 50362799 50504244 - -ENSG00000271858.5 CYB561D2 chr3 50365334 50368197 + -ENSG00000202322.1 RNA5SP131 chr3 50419781 50419899 + -ENSG00000088543.14 C3orf18 chr3 50558025 50571027 - -ENSG00000114735.9 HEMK1 chr3 50569152 50596168 + -ENSG00000280382.1 RP11-804H8.7 chr3 50599879 50601148 - -ENSG00000114737.15 CISH chr3 50606490 50611831 - -ENSG00000114738.10 MAPKAPK3 chr3 50611520 50649297 + -ENSG00000273356.1 RP11-804H8.6 chr3 50669989 50672048 + -ENSG00000272543.1 MIR4787 chr3 50675080 50675163 + -ENSG00000088538.12 DOCK3 chr3 50675241 51384198 + -ENSG00000228337.1 RP11-804H8.5 chr3 50685551 50685791 - -ENSG00000213587.3 RP11-646D13.1 chr3 50719482 50719951 - -ENSG00000235278.2 ZNF652P1 chr3 50786674 50788285 - -ENSG00000240959.1 ST13P14 chr3 50876712 50877657 - -ENSG00000281824.1 AC144634.1 chr3 51021667 51021779 - -ENSG00000145050.15 MANF chr3 51385047 51389397 + -ENSG00000259956.1 RBM15B chr3 51391268 51397908 + -ENSG00000145041.15 VPRBP chr3 51395867 51500002 - -ENSG00000164080.13 RAD54L2 chr3 51541144 51668667 + -ENSG00000221015.1 RNU6ATAC29P chr3 51611438 51611562 - -ENSG00000164081.12 TEX264 chr3 51662693 51704323 + -ENSG00000201595.1 RNA5SP132 chr3 51694465 51694582 - -ENSG00000164082.14 GRM2 chr3 51707070 51718613 + -ENSG00000278290.1 AC099050.1 chr3 51719610 51719760 + -ENSG00000214686.4 IQCF6 chr3 51778561 51779187 - -ENSG00000224792.6 IQCF4 chr3 51817603 51819635 + -ENSG00000229972.7 IQCF3 chr3 51817604 51830856 + -ENSG00000184345.4 IQCF2 chr3 51861629 51863424 + -ENSG00000241789.3 RN7SL504P chr3 51872178 51872464 + -ENSG00000235455.1 IQCF5-AS1 chr3 51873596 51875767 + -ENSG00000214681.3 IQCF5 chr3 51873721 51875584 - -ENSG00000173389.15 IQCF1 chr3 51894876 51903335 - -ENSG00000114767.6 RRP9 chr3 51933430 51941941 - -ENSG00000041880.14 PARP3 chr3 51942345 51948867 + -ENSG00000280422.1 RP11-155D18.13 chr3 51951849 51953902 - -ENSG00000180929.5 GPR62 chr3 51955314 51957504 + -ENSG00000090097.20 PCBP4 chr3 51957454 51974016 - -ENSG00000272762.5 RP11-155D18.12 chr3 51961212 51974031 - -ENSG00000114779.19 ABHD14B chr3 51968510 51983409 - -ENSG00000248487.8 ABHD14A chr3 51971426 51981199 + -ENSG00000114786.15 ABHD14A-ACY1 chr3 51975050 51989183 + -ENSG00000243989.7 ACY1 chr3 51983340 51989197 + -ENSG00000162244.10 RPL29 chr3 51993600 51995942 - -ENSG00000164086.9 DUSP7 chr3 52048919 52056550 - -ENSG00000164087.7 POC1A chr3 52075253 52154690 - -ENSG00000242849.2 ALDOAP1 chr3 52193170 52194785 + -ENSG00000023330.14 ALAS1 chr3 52198086 52214327 + -ENSG00000280003.1 RP11-330H6.6 chr3 52217016 52219012 - -ENSG00000239732.3 TLR9 chr3 52221080 52226163 - -ENSG00000173366.11 RP11-330H6.5 chr3 52221081 52231190 - -ENSG00000247596.8 TWF2 chr3 52228610 52239260 - -ENSG00000243224.1 RP5-1157M23.2 chr3 52239258 52241097 + -ENSG00000164088.17 PPM1M chr3 52245793 52250597 + -ENSG00000164091.11 WDR82 chr3 52254421 52288020 - -ENSG00000199150.2 MIRLET7G chr3 52268267 52268377 - -ENSG00000168237.17 GLYCTK chr3 52287089 52293476 + -ENSG00000242797.3 GLYCTK-AS1 chr3 52288580 52299067 - -ENSG00000207926.1 MIR135A1 chr3 52294219 52294308 - -ENSG00000114841.17 DNAH1 chr3 52316319 52400491 + -ENSG00000239557.1 RP11-168J18.6 chr3 52373652 52374882 + -ENSG00000163930.9 BAP1 chr3 52401013 52410350 - -ENSG00000010318.19 PHF7 chr3 52410561 52423641 + -ENSG00000010319.6 SEMA3G chr3 52433053 52445085 - -ENSG00000114854.7 TNNC1 chr3 52451102 52454070 - -ENSG00000010322.15 NISCH chr3 52455118 52493071 + -ENSG00000010327.10 STAB1 chr3 52495338 52524495 + -ENSG00000168268.10 NT5DC2 chr3 52524385 52535054 - -ENSG00000168273.7 SMIM4 chr3 52534013 52579237 + -ENSG00000163939.18 PBRM1 chr3 52545352 52685917 - -ENSG00000252768.1 RNU6-856P chr3 52551846 52551943 - -ENSG00000221518.1 RNU6ATAC16P chr3 52560570 52560707 + -ENSG00000163938.16 GNL3 chr3 52681156 52694492 + -ENSG00000280904.1 SNORD19B chr3 52688882 52688961 + -ENSG00000252787.2 SNORD19 chr3 52688890 52688962 + -ENSG00000212493.1 SNORD19 chr3 52689248 52689315 + -ENSG00000238862.1 SNORD19B chr3 52690744 52690827 + -ENSG00000222345.1 SNORD19 chr3 52691378 52691453 + -ENSG00000212452.1 SNORD69 chr3 52692736 52692812 + -ENSG00000016864.16 GLT8D1 chr3 52694485 52706083 - -ENSG00000114902.13 SPCS1 chr3 52704955 52711146 + -ENSG00000114904.12 NEK4 chr3 52708449 52770949 - -ENSG00000275956.1 RP5-966M1.7 chr3 52732547 52733867 + -ENSG00000270941.1 RP5-966M1.5 chr3 52734735 52735013 + -ENSG00000271137.1 RP5-966M1.4 chr3 52753526 52754690 + -ENSG00000055957.10 ITIH1 chr3 52777592 52792068 + -ENSG00000162267.12 ITIH3 chr3 52794768 52809009 + -ENSG00000055955.15 ITIH4 chr3 52812975 52831479 - -ENSG00000243696.4 RP5-966M1.6 chr3 52813282 52835729 - -ENSG00000239799.1 ITIH4-AS1 chr3 52823935 52825314 + -ENSG00000272573.5 MUSTN1 chr3 52833114 52835219 - -ENSG00000248592.7 TMEM110-MUSTN1 chr3 52833121 52897562 - -ENSG00000213533.11 TMEM110 chr3 52836219 52897596 - -ENSG00000275789.1 MIR8064 chr3 52846463 52846552 - -ENSG00000279144.1 RP11-894J14.2 chr3 52848085 52848553 - -ENSG00000163935.13 SFMBT1 chr3 52903572 53046750 - -ENSG00000272305.5 RP11-894J14.5 chr3 52969119 53099453 - -ENSG00000280417.1 RP11-5O17.1 chr3 53046166 53048122 + -ENSG00000242142.1 SERBP1P3 chr3 53064283 53065091 - -ENSG00000163933.9 RFT1 chr3 53088483 53130462 - -ENSG00000163932.13 PRKCD chr3 53156009 53192717 + -ENSG00000163931.15 TKT chr3 53224707 53256052 - -ENSG00000272886.5 DCP1A chr3 53283428 53347610 - -ENSG00000274967.1 Y_RNA chr3 53290640 53290751 + -ENSG00000207109.1 SNORD38 chr3 53333060 53333128 - -ENSG00000212608.1 SNORA26 chr3 53387713 53387836 - -ENSG00000227224.1 RP11-72H11.1 chr3 53474700 53475089 - -ENSG00000157388.13 CACNA1D chr3 53494656 53813733 + -ENSG00000251987.1 SNORD63 chr3 53530322 53530401 - -ENSG00000271916.1 RP11-884K10.6 chr3 53797764 53798019 - -ENSG00000016391.10 CHDH chr3 53812335 53846390 - -ENSG00000056736.9 IL17RB chr3 53846580 53865800 + -ENSG00000271976.1 RP11-884K10.7 chr3 53858994 53861576 - -ENSG00000113812.13 ACTR8 chr3 53867066 53882202 - -ENSG00000113811.10 SELK chr3 53884410 53891988 - -ENSG00000242983.1 CABYRP1 chr3 54047749 54048793 - -ENSG00000157445.14 CACNA2D3 chr3 54122547 55074557 + -ENSG00000229806.1 RPS15P5 chr3 54626215 54626646 + -ENSG00000265992.1 ESRG chr3 54632122 54639857 - -ENSG00000276927.1 AC092057.1 chr3 54639681 54639748 + -ENSG00000243715.1 CACNA2D3-AS1 chr3 54874605 54901255 - -ENSG00000144771.7 LRTM1 chr3 54918237 54967088 - -ENSG00000239991.1 RP11-889D3.1 chr3 55166910 55175732 - -ENSG00000243572.1 RP11-889D3.2 chr3 55178172 55189214 + -ENSG00000240708.1 RP11-64C1.1 chr3 55296200 55300738 + -ENSG00000242568.1 RP11-875H7.1 chr3 55335462 55350915 - -ENSG00000242775.1 RP11-875H7.2 chr3 55360443 55361829 - -ENSG00000114251.13 WNT5A chr3 55465715 55490539 - -ENSG00000244586.1 WNT5A-AS1 chr3 55487699 55488308 + -ENSG00000242317.1 RP11-875H7.5 chr3 55493830 55505261 - -ENSG00000187672.12 ERC2 chr3 55508308 56468363 - -ENSG00000240777.2 RP11-58O15.1 chr3 55610603 55613104 + -ENSG00000281708.1 ERC2-IT1 chr3 55657206 55659382 - -ENSG00000264013.1 MIR3938 chr3 55852492 55852594 - -ENSG00000200379.1 RN7SKP45 chr3 56072104 56072407 + -ENSG00000200238.1 RNA5SP133 chr3 56185104 56185222 + -ENSG00000180376.16 CCDC66 chr3 56557161 56621818 + -ENSG00000163946.13 FAM208A chr3 56620133 56683237 - -ENSG00000163947.11 ARHGEF3 chr3 56727418 57079329 - -ENSG00000240198.5 ARHGEF3-AS1 chr3 56940040 56960854 + -ENSG00000186451.1 SPATA12 chr3 57060441 57075432 + -ENSG00000272202.1 RP11-157F20.3 chr3 57078943 57080101 + -ENSG00000144730.16 IL17RD chr3 57089982 57170306 - -ENSG00000229863.1 RP11-157F20.1 chr3 57134142 57134723 + -ENSG00000163666.8 HESX1 chr3 57197843 57226521 - -ENSG00000157500.10 APPL1 chr3 57227737 57273468 + -ENSG00000273926.1 AC093928.1 chr3 57233948 57234032 + -ENSG00000239388.8 ASB14 chr3 57268347 57292682 - -ENSG00000174844.14 DNAH12 chr3 57293699 57544344 - -ENSG00000212392.1 Y_RNA chr3 57493667 57493780 + -ENSG00000206918.1 RNU6-1181P chr3 57512450 57512555 + -ENSG00000239831.1 RNF7P1 chr3 57519669 57520010 - -ENSG00000237186.1 RP11-229A12.2 chr3 57530345 57530967 - -ENSG00000202428.1 RNU6-108P chr3 57536252 57536358 - -ENSG00000206815.1 RNU6-483P chr3 57548838 57548945 + -ENSG00000174840.8 PDE12 chr3 57556276 57566844 + -ENSG00000168374.10 ARF4 chr3 57571363 57598220 - -ENSG00000272146.5 ARF4-AS1 chr3 57597715 57600927 + -ENSG00000210841.1 RNU6ATAC26P chr3 57619447 57619572 + -ENSG00000174839.12 DENND6A chr3 57625457 57693089 - -ENSG00000239801.1 DENND6A-AS1 chr3 57628810 57654918 + -ENSG00000241933.1 RP11-755B10.3 chr3 57693205 57696596 + -ENSG00000163681.14 SLMAP chr3 57755450 57929168 + -ENSG00000270772.1 PDHA1P1 chr3 57800056 57801448 - -ENSG00000213509.4 PPIAP16 chr3 57941818 57942304 + -ENSG00000136068.14 FLNB chr3 58008400 58172251 + -ENSG00000244161.1 FLNB-AS1 chr3 58162547 58170636 - -ENSG00000163687.13 DNASE1L3 chr3 58192257 58214697 - -ENSG00000163686.13 ABHD6 chr3 58237506 58295693 + -ENSG00000163684.11 RPP14 chr3 58306247 58324695 + -ENSG00000255154.7 RPP14 chr3 58306262 58318574 + -ENSG00000273493.1 RP11-80H18.4 chr3 58329965 58330118 + -ENSG00000168297.15 PXK chr3 58332880 58426126 + -ENSG00000275607.1 RP11-802O23.4 chr3 58379217 58379525 - -ENSG00000168291.12 PDHB chr3 58427630 58433857 - -ENSG00000272182.1 RP11-802O23.3 chr3 58428255 58428815 + -ENSG00000272360.1 RP11-359I18.5 chr3 58490830 58491291 - -ENSG00000168301.12 KCTD6 chr3 58492114 58502360 + -ENSG00000168306.12 ACOX2 chr3 58505136 58537319 - -ENSG00000236722.1 RP11-359I18.1 chr3 58511310 58511676 + -ENSG00000168309.16 FAM107A chr3 58564117 58627610 - -ENSG00000243384.1 RP11-475O23.2 chr3 58572744 58574319 + -ENSG00000244383.1 FAM3D-AS1 chr3 58607080 58634440 + -ENSG00000198643.6 FAM3D chr3 58633946 58666848 - -ENSG00000163689.18 C3orf67 chr3 58717365 59050084 - -ENSG00000242428.5 C3orf67-AS1 chr3 58824437 59019093 + -ENSG00000243295.1 CTD-2185K10.1 chr3 59065150 59119509 + -ENSG00000243903.1 RP11-285B24.1 chr3 59380024 59388704 - -ENSG00000242545.1 RP11-719N22.2 chr3 59464330 59510678 - -ENSG00000241804.1 RP11-719N22.1 chr3 59535863 59536415 + -ENSG00000277592.1 Metazoa_SRP chr3 59584169 59584445 + -ENSG00000189283.9 FHIT chr3 59749310 61251459 - -ENSG00000240097.1 RP11-641C17.4 chr3 60616822 60618079 + -ENSG00000281426.1 MIR548BB chr3 60617805 60617870 - -ENSG00000232407.3 RP11-641C17.2 chr3 60690225 60690719 - -ENSG00000225673.3 RP11-641C17.3 chr3 60730055 60730644 - -ENSG00000244183.1 RP11-641C17.1 chr3 60732144 60732636 - -ENSG00000212211.2 U3 chr3 60856389 60856605 - -ENSG00000144724.18 PTPRG chr3 61561569 62297613 + -ENSG00000252420.1 Y_RNA chr3 61739127 61739229 - -ENSG00000226360.5 RPL10AP6 chr3 61742455 61743106 - -ENSG00000252184.1 RNU2-10P chr3 62118300 62118510 - -ENSG00000237456.3 RP11-154D3.1 chr3 62124204 62124608 - -ENSG00000241472.6 PTPRG-AS1 chr3 62260865 62369330 - -ENSG00000114405.10 C3orf14 chr3 62318973 62336213 + -ENSG00000153266.12 FEZF2 chr3 62369681 62374324 - -ENSG00000163618.17 CADPS chr3 62398346 62875389 - -ENSG00000225662.2 RP11-1036F1.1 chr3 62779176 62779785 - -ENSG00000244632.3 RN7SL863P chr3 62796124 62796419 - -ENSG00000252449.1 RNU6-139P chr3 62814382 62814491 + -ENSG00000226082.2 RP11-24H1.1 chr3 62926371 62926882 + -ENSG00000244342.5 LINC00698 chr3 62950430 63125062 + -ENSG00000242841.1 KRT8P35 chr3 63096374 63097711 - -ENSG00000240359.1 UBL5P3 chr3 63203218 63203448 - -ENSG00000163630.10 SYNPR chr3 63228315 63616921 + -ENSG00000252662.1 AC099545.1 chr3 63334787 63334867 + -ENSG00000241359.1 SYNPR-AS1 chr3 63423596 63550051 - -ENSG00000252301.1 RNA5SP134 chr3 63545440 63545535 + -ENSG00000188817.7 SNTN chr3 63652668 63679020 + -ENSG00000224479.5 AC136289.1 chr3 63742293 63827445 - -ENSG00000281666.1 AC104162.1 chr3 63791535 63791656 + -ENSG00000163632.12 C3orf49 chr3 63819362 63848636 + -ENSG00000163634.11 THOC7 chr3 63833870 63863903 - -ENSG00000240549.2 THOC7-AS1 chr3 63860645 63861819 + -ENSG00000163635.17 ATXN7 chr3 63864557 64003462 + -ENSG00000280620.1 SCAANT1 chr3 63911518 63911772 - -ENSG00000239653.1 PSMD6-AS2 chr3 64004022 64012148 + -ENSG00000271843.1 RP11-245J9.5 chr3 64008082 64008692 - -ENSG00000163636.10 PSMD6 chr3 64010549 64024010 - -ENSG00000243410.1 RP11-245J9.4 chr3 64011964 64016246 + -ENSG00000272181.1 RP11-245J9.6 chr3 64019508 64019925 + -ENSG00000241111.1 PRICKLE2-AS1 chr3 64067964 64103131 + -ENSG00000200222.2 U3 chr3 64071807 64072019 - -ENSG00000189196.4 LINC00994 chr3 64078361 64087363 - -ENSG00000163637.11 PRICKLE2 chr3 64093867 64445476 - -ENSG00000241572.1 PRICKLE2-AS1 chr3 64099273 64101122 + -ENSG00000241101.1 PRICKLE2-AS2 chr3 64103470 64106056 + -ENSG00000239926.1 PRDX3P4 chr3 64174401 64175147 + -ENSG00000226017.2 PRICKLE2-AS3 chr3 64187544 64200965 + -ENSG00000243993.1 RP11-14D22.2 chr3 64444482 64445476 - -ENSG00000244564.1 RP11-14D22.1 chr3 64445231 64454832 + -ENSG00000212340.1 RNU6-739P chr3 64511755 64511857 + -ENSG00000163638.13 ADAMTS9 chr3 64515654 64688000 - -ENSG00000241158.5 ADAMTS9-AS1 chr3 64561322 64592757 + -ENSG00000241684.5 ADAMTS9-AS2 chr3 64684909 65011468 + -ENSG00000243149.1 RP11-543A18.1 chr3 65174958 65193499 + -ENSG00000264871.1 AC104331.1 chr3 65232900 65232983 - -ENSG00000151276.23 MAGI1 chr3 65353525 66038834 - -ENSG00000270059.1 RP11-88H12.2 chr3 65359268 65359717 - -ENSG00000244226.1 ILF2P1 chr3 65687301 65688468 + -ENSG00000223409.1 RPL17P17 chr3 65843890 65844446 + -ENSG00000272610.1 MAGI1-IT1 chr3 65872815 65954558 - -ENSG00000240175.1 MAGI1-AS1 chr3 65893816 65925297 + -ENSG00000274622.2 AC106827.1 chr3 65941247 65941347 + -ENSG00000202071.1 Y_RNA chr3 66003839 66003940 - -ENSG00000203647.2 RP11-320P11.1 chr3 66008770 66009200 - -ENSG00000144741.17 SLC25A26 chr3 66133610 66388116 + -ENSG00000206759.1 RNU6-787P chr3 66293114 66293220 - -ENSG00000241587.3 RN7SL482P chr3 66323855 66324152 + -ENSG00000144749.13 LRIG1 chr3 66378797 66501263 - -ENSG00000277939.1 AC099665.1 chr3 66571603 66571690 - -ENSG00000271174.1 RP11-814M22.2 chr3 66622760 66623102 - -ENSG00000214560.4 RPL21P41 chr3 66637149 66637412 + -ENSG00000163376.11 KBTBD8 chr3 66998307 67011210 + -ENSG00000241884.2 RP11-85I21.1 chr3 67296300 67306359 + -ENSG00000172340.14 SUCLG2 chr3 67360460 67654614 - -ENSG00000242510.1 NDUFB4P1 chr3 67513940 67514320 + -ENSG00000241316.6 SUCLG2-AS1 chr3 67654697 67947713 + -ENSG00000266400.1 AC113171.1 chr3 67828172 67828273 + -ENSG00000183662.10 FAM19A1 chr3 68004216 68545625 + -ENSG00000214552.4 COPS8P2 chr3 68145004 68145630 + -ENSG00000240568.1 RP11-1008M1.1 chr3 68192398 68192580 + -ENSG00000244640.1 RP11-436J20.1 chr3 68633706 68634356 - -ENSG00000212095.1 AC096922.1 chr3 68634916 68635009 + -ENSG00000241506.1 PSMC1P1 chr3 68635705 68637024 + -ENSG00000275845.1 AC096922.2 chr3 68688480 68688588 + -ENSG00000163377.14 FAM19A4 chr3 68731766 68932610 - -ENSG00000252828.1 RNA5SP135 chr3 68882967 68883091 + -ENSG00000163378.13 EOGT chr3 68975214 69013961 - -ENSG00000244513.6 CTD-2013N24.2 chr3 69013941 69056622 + -ENSG00000144747.14 TMF1 chr3 69019827 69052303 - -ENSG00000265355.1 MIR3136 chr3 69048958 69049035 - -ENSG00000144744.16 UBA3 chr3 69054730 69080408 - -ENSG00000144746.6 ARL6IP5 chr3 69084944 69106066 + -ENSG00000163380.15 LMOD3 chr3 69106872 69123032 - -ENSG00000114541.14 FRMD4B chr3 69169990 69542583 - -ENSG00000239263.1 RBM43P1 chr3 69471452 69472532 - -ENSG00000240265.1 RP11-62G11.1 chr3 69535664 69536693 - -ENSG00000240842.1 RP11-62G11.2 chr3 69564106 69571122 - -ENSG00000241667.1 RP11-444P10.1 chr3 69591341 69593121 + -ENSG00000187098.14 MITF chr3 69739435 69968337 + -ENSG00000241665.3 RN7SL418P chr3 69769487 69769773 - -ENSG00000265722.1 AC099326.1 chr3 69920125 69920210 + -ENSG00000240405.5 LINC01212 chr3 69999577 70015318 + -ENSG00000271034.1 RP11-963H1.1 chr3 70125070 70126609 - -ENSG00000242728.1 UQCRHP4 chr3 70140217 70140488 + -ENSG00000242120.3 RP11-231I13.2 chr3 70196894 70312726 - -ENSG00000222615.1 AC134025.1 chr3 70251643 70251745 - -ENSG00000240156.1 COX6CP6 chr3 70751123 70751350 + -ENSG00000243873.1 HMGB1P36 chr3 70753854 70754573 + -ENSG00000206939.1 RNU6-281P chr3 70808350 70808452 + -ENSG00000221382.1 AC096971.1 chr3 70878660 70878792 - -ENSG00000114861.18 FOXP1 chr3 70954693 71583989 - -ENSG00000277539.1 RP11-298C2.1 chr3 71276087 71289616 - -ENSG00000244203.2 FOXP1-AS1 chr3 71289769 71305853 + -ENSG00000221264.1 MIR1284 chr3 71541970 71542089 - -ENSG00000274387.1 RP11-154H23.5 chr3 71567863 71571112 + -ENSG00000242094.1 FOXP1-IT1 chr3 71570255 71574457 - -ENSG00000277855.1 RP11-154H23.4 chr3 71581721 71628558 + -ENSG00000270562.1 RP11-154H23.3 chr3 71584943 71587409 + -ENSG00000163412.12 EIF4E3 chr3 71675416 71754773 - -ENSG00000170837.2 GPR27 chr3 71754050 71756496 + -ENSG00000163421.8 PROK2 chr3 71771656 71785206 - -ENSG00000239250.3 RN7SL271P chr3 71827177 71827471 + -ENSG00000244130.1 UBE2Q2P9 chr3 72006774 72006975 + -ENSG00000274043.1 AC105265.1 chr3 72023537 72023604 - -ENSG00000241163.7 LINC00877 chr3 72035300 72279503 - -ENSG00000273461.5 RP11-398A8.4 chr3 72061061 72069933 + -ENSG00000276471.1 RP11-398A8.5 chr3 72080564 72084641 - -ENSG00000239350.2 RP11-398A8.2 chr3 72085109 72085287 + -ENSG00000242609.1 RP11-398A8.1 chr3 72086888 72087725 + -ENSG00000243083.5 LINC00870 chr3 72151257 72174332 + -ENSG00000272774.1 RP11-433A10.3 chr3 72178279 72178810 + -ENSG00000242618.1 RP11-433A10.2 chr3 72202944 72209892 - -ENSG00000212070.1 AC112219.1 chr3 72262322 72262428 - -ENSG00000260670.1 RP11-447M4.1 chr3 72321051 72324027 - -ENSG00000163602.9 RYBP chr3 72371825 72446918 - -ENSG00000244345.1 RP11-654C22.2 chr3 72504806 72550552 - -ENSG00000199469.1 RNU1-62P chr3 72576691 72576854 + -ENSG00000239568.1 RP11-654C22.1 chr3 72583370 72583535 + -ENSG00000222838.1 RNA5SP136 chr3 72691705 72691811 - -ENSG00000144736.13 SHQ1 chr3 72749277 72861914 - -ENSG00000241537.1 RP11-624D20.1 chr3 72772539 72773471 + -ENSG00000240135.1 PSMD12P chr3 72876737 72878102 - -ENSG00000271266.1 RP11-728B21.3 chr3 72884234 72884679 + -ENSG00000172986.12 GXYLT2 chr3 72888073 72998138 + -ENSG00000276890.1 Metazoa_SRP chr3 72926955 72927237 - -ENSG00000242960.1 FTH1P23 chr3 72929044 72929593 + -ENSG00000163605.14 PPP4R2 chr3 72996785 73069199 + -ENSG00000238959.1 RNU7-19P chr3 73027808 73027873 + -ENSG00000255423.1 EBLN2 chr3 73061659 73063337 + -ENSG00000252651.1 RNU6-557P chr3 73092148 73092257 - -ENSG00000223247.1 RNU2-64P chr3 73110992 73111182 + -ENSG00000182921.9 CCDC75P1 chr3 73182501 73183291 - -ENSG00000252937.1 RNU6-1270P chr3 73241789 73241896 - -ENSG00000121440.14 PDZRN3 chr3 73382433 73624940 - -ENSG00000239119.1 RNU7-119P chr3 73593940 73594002 - -ENSG00000239677.6 PDZRN3-AS1 chr3 73621713 73626796 + -ENSG00000278934.1 CTD-2006M22.2 chr3 73624410 73627626 + -ENSG00000242364.1 RP11-451J24.1 chr3 73648399 73648807 - -ENSG00000242741.1 RP11-20B7.1 chr3 73808601 73902866 + -ENSG00000278554.1 Metazoa_SRP chr3 73959642 73959927 - -ENSG00000239454.1 RP11-508O18.1 chr3 73999805 74005609 + -ENSG00000223738.3 RP11-781E19.1 chr3 74101349 74103553 + -ENSG00000213452.4 AKR1B1P2 chr3 74135959 74136892 + -ENSG00000113805.8 CNTN3 chr3 74262568 74521140 - -ENSG00000263689.1 AC128653.1 chr3 74534783 74534871 - -ENSG00000241022.1 NIPA2P2 chr3 75084155 75085237 + -ENSG00000242638.3 RN7SL294P chr3 75182754 75183048 - -ENSG00000266780.1 MIR4444-2 chr3 75214476 75214549 + -ENSG00000213300.5 HNRNPA3P6 chr3 75214631 75215636 + -ENSG00000228868.3 MYLKP1 chr3 75328549 75339071 - -ENSG00000263782.1 AC117481.1 chr3 75346139 75346215 - -ENSG00000243674.1 OR7E66P chr3 75347833 75348787 - -ENSG00000179799.8 OR7E22P chr3 75356516 75357503 - -ENSG00000266685.1 AC139453.1 chr3 75369259 75369346 - -ENSG00000230655.3 OR7E55P chr3 75370448 75371342 - -ENSG00000244699.1 RP11-803B1.2 chr3 75384059 75391810 - -ENSG00000240665.1 LSP1P2 chr3 75395188 75395320 + -ENSG00000242953.1 RP11-803B1.3 chr3 75395404 75395536 - -ENSG00000238278.3 ALG1L6P chr3 75415070 75422143 + -ENSG00000244026.6 FAM86DP chr3 75421552 75435110 - -ENSG00000272690.5 RP11-803B1.8 chr3 75435348 75457486 + -ENSG00000239959.1 ENPP7P2 chr3 75446769 75491202 - -ENSG00000243794.1 SNRPCP10 chr3 75521803 75522012 + -ENSG00000272710.1 CTD-2026G6.3 chr3 75540049 75579999 - -ENSG00000244674.1 RPS3AP15 chr3 75542149 75542929 - -ENSG00000221602.1 AC133041.1 chr3 75549797 75549945 + -ENSG00000239383.1 RP11-413E6.2 chr3 75590298 75590649 - -ENSG00000244222.2 OR7E121P chr3 75598652 75599673 - -ENSG00000172971.7 UNC93B3 chr3 75619506 75623849 - -ENSG00000243422.1 RPL23AP49 chr3 75624686 75625153 - -ENSG00000282511.1 CLUHP10 chr3 75629993 75634057 + -ENSG00000221795.1 MIR1324 chr3 75630763 75630858 + -ENSG00000241532.1 AGGF1P3 chr3 75653561 75654773 - -ENSG00000241622.1 RARRES2P1 chr3 75658534 75659014 + -ENSG00000172969.7 FRG2C chr3 75664330 75667220 + -ENSG00000236138.4 DUX4L26 chr3 75668931 75670185 + -ENSG00000242516.1 LINC00960 chr3 75672391 75679303 + -ENSG00000227124.8 ZNF717 chr3 75709643 75785583 - -ENSG00000265592.2 RN7SL92P chr3 75713012 75713314 - -ENSG00000266396.1 MIR4273 chr3 75738280 75738363 + -ENSG00000185008.17 ROBO2 chr3 75906695 77649964 + -ENSG00000222883.1 Y_RNA chr3 75964980 75965069 - -ENSG00000252504.3 AC067717.1 chr3 76234402 76234489 - -ENSG00000212104.1 AC026877.1 chr3 76417896 76417980 - -ENSG00000240809.1 RP11-550F7.1 chr3 76434018 76435428 + -ENSG00000199520.1 RNU6-386P chr3 77092057 77092163 + -ENSG00000213450.4 VDAC1P7 chr3 77316752 77317598 - -ENSG00000206891.1 RNU6-217P chr3 77811741 77811844 - -ENSG00000264841.1 AC134729.1 chr3 77926705 77926786 - -ENSG00000244461.1 RP11-354H21.1 chr3 78038705 78046794 - -ENSG00000240573.1 RP11-354H21.2 chr3 78087404 78092270 + -ENSG00000243957.3 RN7SL647P chr3 78115158 78115457 + -ENSG00000222574.1 RN7SKP61 chr3 78161698 78161992 + -ENSG00000240241.5 RP11-314M24.1 chr3 78266940 78294731 + -ENSG00000239226.1 MRPS17P3 chr3 78525101 78525485 + -ENSG00000169855.19 ROBO1 chr3 78597240 79767815 - -ENSG00000240752.1 RP11-588D3.1 chr3 78758974 78759374 + -ENSG00000240964.3 RN7SL751P chr3 78938009 78938292 - -ENSG00000265193.1 MIR3923 chr3 79507887 79507969 + -ENSG00000216116.1 AC117479.1 chr3 79584592 79584684 - -ENSG00000243877.1 HMGB1P38 chr3 79957566 79958142 - -ENSG00000271389.1 OSBPL9P1 chr3 80163327 80164795 + -ENSG00000239699.1 HNRNPA3P8 chr3 80216261 80217234 + -ENSG00000242586.1 RP11-481N16.1 chr3 80442081 80442305 + -ENSG00000242828.1 RP11-47P18.1 chr3 80761042 80788963 - -ENSG00000242781.1 RP11-47P18.2 chr3 80764897 80789354 + -ENSG00000266025.2 AC128715.1 chr3 80871198 80871266 + -ENSG00000243694.2 RP11-6B4.1 chr3 80993868 81095647 + -ENSG00000242145.1 RP11-520D19.1 chr3 81208193 81208914 - -ENSG00000241593.5 RP11-520D19.2 chr3 81246579 81297345 - -ENSG00000244281.1 RP11-564P9.1 chr3 81366990 81368021 - -ENSG00000114480.12 GBE1 chr3 81489699 81762161 - -ENSG00000222389.1 RNU2-28P chr3 81509476 81509664 + -ENSG00000241319.1 SETP6 chr3 81612238 81612805 - -ENSG00000240404.2 RP11-142L1.3 chr3 81612790 81613075 + -ENSG00000242190.1 RP11-142L1.1 chr3 81762706 81764756 - -ENSG00000242009.1 RP11-359D24.1 chr3 81840547 81922861 + -ENSG00000239440.5 RP11-260O18.1 chr3 81986138 82463675 + -ENSG00000241367.1 RPL7AP23 chr3 82319172 82320279 - -ENSG00000241095.1 CYP51A1P1 chr3 82806515 82808021 - -ENSG00000242195.1 SRRM1P2 chr3 83937045 83938236 + -ENSG00000221380.1 AC108696.1 chr3 84290112 84290253 - -ENSG00000266652.1 AC107025.1 chr3 84496576 84496663 + -ENSG00000242641.5 LINC00971 chr3 84638406 84881679 - -ENSG00000241776.1 RP11-651J20.1 chr3 84691681 84692591 - -ENSG00000242339.1 RP11-735B13.2 chr3 84884936 84893379 + -ENSG00000175161.13 CADM2 chr3 84958981 86074429 + -ENSG00000264084.1 MIR5688 chr3 85385710 85385792 + -ENSG00000274634.1 AC018361.1 chr3 85615686 85615742 + -ENSG00000241648.1 CADM2-AS2 chr3 85799987 85828050 - -ENSG00000239519.1 CADM2-AS1 chr3 85992183 86028007 - -ENSG00000243915.1 PRKRIRP2 chr3 86012561 86015120 + -ENSG00000201410.1 snoZ40 chr3 86125216 86125287 + -ENSG00000251773.1 RNU6-1129P chr3 86235321 86235424 + -ENSG00000239767.1 RP11-789F5.1 chr3 86264555 86267361 - -ENSG00000222934.1 RN7SKP284 chr3 86362132 86362474 + -ENSG00000241328.1 RP11-331K15.1 chr3 86481943 86496996 + -ENSG00000277746.1 RP11-43A1.1 chr3 86816740 86817036 + -ENSG00000206538.7 VGLL3 chr3 86937969 86991119 - -ENSG00000241293.1 PPATP1 chr3 87051192 87052738 - -ENSG00000281392.1 LINC00506 chr3 87089129 87157069 + -ENSG00000264119.1 MIR4795 chr3 87226189 87226277 - -ENSG00000083937.8 CHMP2B chr3 87227271 87255548 + -ENSG00000064835.10 POU1F1 chr3 87259404 87276587 - -ENSG00000239829.1 KRT8P25 chr3 87323268 87324723 + -ENSG00000280503.1 AC130885.1 chr3 87323969 87324095 - -ENSG00000240902.1 APOOP2 chr3 87594838 87595376 + -ENSG00000240255.1 PSMC1P6 chr3 87630301 87631619 - -ENSG00000239572.1 RP11-451B8.1 chr3 87731402 87793629 - -ENSG00000200703.1 RNU6-873P chr3 87742543 87742649 - -ENSG00000221059.1 RNU6ATAC6P chr3 87910220 87910345 + -ENSG00000179097.5 HTR1F chr3 87990696 87993835 + -ENSG00000163320.10 CGGBP1 chr3 88051944 88149885 - -ENSG00000229729.6 RP11-159G9.5 chr3 88059274 88138973 + -ENSG00000241535.1 CBX5P1 chr3 88095408 88095968 - -ENSG00000175105.5 ZNF654 chr3 88139104 88144665 + -ENSG00000179021.9 C3orf38 chr3 88149743 88168729 + -ENSG00000242159.1 ABCF2P1 chr3 88317156 88319022 + -ENSG00000207316.1 Y_RNA chr3 88431191 88431309 + -ENSG00000242365.1 NDUFA5P5 chr3 88601061 88601402 + -ENSG00000242705.1 ICE2P2 chr3 88948142 88950928 + -ENSG00000241861.2 GAPDHP50 chr3 89047442 89048434 - -ENSG00000044524.10 EPHA3 chr3 89107524 89482134 + -ENSG00000240951.1 RP11-91A15.2 chr3 89587886 89588570 - -ENSG00000240309.1 RP11-91A15.1 chr3 89588714 89590097 - -ENSG00000280553.1 AC026305.1 chr3 89617411 89617546 - -ENSG00000212598.2 U3 chr3 90030284 90030495 + -ENSG00000222490.1 RNU6-712P chr3 90184634 90184733 + -ENSG00000189002.10 PROS2P chr3 90202316 90257415 - -ENSG00000271024.1 HSPE1P19 chr3 90261414 90261708 - -ENSG00000251727.1 RNU6-488P chr3 93843764 93843862 + -ENSG00000184500.14 PROS1 chr3 93873033 93974066 - -ENSG00000201339.1 Y_RNA chr3 93967926 93968020 + -ENSG00000200366.1 RNU6-511P chr3 93977029 93977135 + -ENSG00000169379.15 ARL13B chr3 93980139 94055668 + -ENSG00000239614.1 HMGN1P7 chr3 93988634 93988946 - -ENSG00000178750.2 STX19 chr3 94014369 94028610 - -ENSG00000178700.7 DHFRL1 chr3 94047836 94063389 - -ENSG00000178694.9 NSUN3 chr3 94062916 94128545 + -ENSG00000242457.1 RBBP4P2 chr3 94075912 94077175 - -ENSG00000178660.6 ARMC10P1 chr3 94506766 94507620 - -ENSG00000242911.1 RP11-118N24.2 chr3 94935760 94936120 - -ENSG00000234629.1 WDR82P1 chr3 94937086 94938024 - -ENSG00000239589.5 LINC00879 chr3 94938172 95152509 + -ENSG00000244048.1 RPS18P6 chr3 95171920 95172377 + -ENSG00000244681.1 MTHFD2P1 chr3 95654423 95683193 - -ENSG00000221477.2 AC108739.1 chr3 96166813 96166904 - -ENSG00000271671.1 RP11-598F17.2 chr3 96244732 96245335 - -ENSG00000243547.1 HNRNPKP4 chr3 96349554 96350939 + -ENSG00000278103.1 MIR8060 chr3 96359964 96360039 + -ENSG00000241815.1 RP11-124D9.1 chr3 96566357 96567103 + -ENSG00000199286.1 RNU6-1094P chr3 96608814 96608917 - -ENSG00000269028.3 MTRNR2L12 chr3 96617188 96618236 - -ENSG00000218754.4 RPL18AP8 chr3 96619304 96619831 + -ENSG00000212031.1 AC117444.1 chr3 96666194 96666279 - -ENSG00000241018.1 RCC2P5 chr3 96753185 96754671 + -ENSG00000176243.9 CDV3P1 chr3 96776945 96777683 + -ENSG00000080224.17 EPHA6 chr3 96814581 97752460 + -ENSG00000251172.1 RP11-529P9.1 chr3 97481177 97481506 - -ENSG00000261292.2 RP11-389G6.3 chr3 97759523 97761532 + -ENSG00000113966.9 ARL6 chr3 97764521 97801242 + -ENSG00000282527.1 RP11-389G6.5 chr3 97800733 97821884 - -ENSG00000080200.9 CRYBG3 chr3 97822040 97944963 + -ENSG00000279658.1 RP11-389G6.4 chr3 97836986 97874691 - -ENSG00000170854.17 MINA chr3 97941818 97972457 - -ENSG00000183185.9 GABRR3 chr3 97986673 98035304 - -ENSG00000250750.1 OR5BM1P chr3 98053374 98053739 + -ENSG00000213439.3 OR5AC1 chr3 98064472 98065396 + -ENSG00000196578.4 OR5AC2 chr3 98087173 98088102 + -ENSG00000249225.1 RP11-343D2.11 chr3 98099908 98148134 - -ENSG00000251090.1 OR5AC4P chr3 98104754 98105672 + -ENSG00000248365.3 POU5F1P7 chr3 98119191 98119731 + -ENSG00000231192.1 OR5H1 chr3 98132698 98133639 + -ENSG00000236032.2 OR5H14 chr3 98149326 98150405 + -ENSG00000233412.3 OR5H15 chr3 98168700 98198138 + -ENSG00000249321.1 OR5H5P chr3 98197211 98198138 + -ENSG00000249975.1 OR5H3P chr3 98207423 98208341 + -ENSG00000248507.1 OR5H4P chr3 98222044 98222966 + -ENSG00000251088.1 RP11-325B23.2 chr3 98233651 98457898 + -ENSG00000187900.4 OR5H7P chr3 98238352 98239281 + -ENSG00000230301.4 OR5H6 chr3 98264285 98265262 + -ENSG00000279922.1 OR5H6 chr3 98264285 98265262 + -ENSG00000197938.4 OR5H2 chr3 98282888 98283832 + -ENSG00000232535.1 OR5H8 chr3 98311913 98312843 + -ENSG00000196098.2 OR5K4 chr3 98353854 98354819 + -ENSG00000206536.1 OR5K3 chr3 98390666 98391631 + -ENSG00000244653.1 UBFD1P1 chr3 98434034 98434847 + -ENSG00000232382.1 OR5K1 chr3 98469480 98470576 + -ENSG00000231861.2 OR5K2 chr3 98497604 98498663 + -ENSG00000080822.16 CLDND1 chr3 98497912 98523066 - -ENSG00000080819.6 CPOX chr3 98521132 98593723 - -ENSG00000248839.1 RP11-227H4.5 chr3 98522570 98525334 + -ENSG00000250562.1 RPL38P4 chr3 98525061 98525274 - -ENSG00000154165.4 GPR15 chr3 98531899 98533150 + -ENSG00000240827.1 RP11-227H4.1 chr3 98620065 98620618 + -ENSG00000266233.1 AC021660.1 chr3 98623949 98624044 - -ENSG00000244153.1 WWP1P1 chr3 98657802 98660570 + -ENSG00000239445.5 ST3GAL6-AS1 chr3 98714330 98732651 - -ENSG00000064225.12 ST3GAL6 chr3 98732236 98821201 + -ENSG00000249274.1 PDLIM1P4 chr3 98782188 98783193 + -ENSG00000057019.15 DCBLD2 chr3 98795941 98901689 - -ENSG00000206712.1 RNU6-26P chr3 98804978 98805084 - -ENSG00000239462.1 CTD-2021J15.1 chr3 98902424 99018562 + -ENSG00000207331.1 RNU6-1263P chr3 98908459 98908564 + -ENSG00000240476.1 LINC00973 chr3 98981058 98983096 + -ENSG00000275108.1 U7 chr3 98987387 98987449 + -ENSG00000241305.1 ACTG1P13 chr3 99215224 99216266 - -ENSG00000240572.1 RP11-121C1.1 chr3 99326377 99326552 - -ENSG00000266030.1 AC078828.1 chr3 99366801 99366889 - -ENSG00000243296.1 RP11-779P15.1 chr3 99500347 99505508 + -ENSG00000243089.1 RP11-779P15.2 chr3 99507187 99527113 - -ENSG00000244464.1 RP11-201E8.1 chr3 99598064 99623820 + -ENSG00000144810.15 COL8A1 chr3 99638475 99799226 + -ENSG00000263810.1 AC055723.1 chr3 99691480 99691571 - -ENSG00000273374.1 RP11-383I23.2 chr3 99802699 99806058 - -ENSG00000184220.10 CMSS1 chr3 99817834 100178603 + -ENSG00000168386.18 FILIP1L chr3 99830141 100114513 - -ENSG00000264897.1 MIR3921 chr3 99964314 99964398 - -ENSG00000261533.2 RP11-15N24.4 chr3 100179567 100181732 + -ENSG00000235156.4 TMEM30C chr3 100185824 100194191 + -ENSG00000277000.1 DUSP12P1 chr3 100221268 100223858 - -ENSG00000243974.1 VTI1BP1 chr3 100225374 100226073 + -ENSG00000036054.12 TBC1D23 chr3 100261000 100325251 + -ENSG00000114021.11 NIT2 chr3 100334701 100361635 + -ENSG00000154174.7 TOMM70A chr3 100363431 100401398 - -ENSG00000206535.7 LNP1 chr3 100401193 100456319 + -ENSG00000181458.10 TMEM45A chr3 100492619 100577444 + -ENSG00000144820.7 ADGRG7 chr3 100609589 100695479 + -ENSG00000252989.1 SNORA31 chr3 100646121 100646197 + -ENSG00000243495.1 GMFBP1 chr3 100665050 100665476 - -ENSG00000114354.12 TFG chr3 100709331 100748966 + -ENSG00000154175.16 ABI3BP chr3 100749156 100993515 - -ENSG00000213431.4 RP11-301G23.1 chr3 100910975 100912175 - -ENSG00000201642.1 RNU6-865P chr3 100952627 100952733 + -ENSG00000242573.1 ACTR3P3 chr3 101163094 101163986 + -ENSG00000081148.11 IMPG2 chr3 101222546 101320560 - -ENSG00000138468.15 SENP7 chr3 101324205 101513241 - -ENSG00000241738.1 ZNF90P1 chr3 101357292 101359242 + -ENSG00000232830.5 RP11-144C15.1 chr3 101414228 101414633 + -ENSG00000201554.1 Y_RNA chr3 101458530 101458626 + -ENSG00000175841.8 FAM172BP chr3 101521891 101522979 + -ENSG00000174173.6 TRMT10C chr3 101561862 101566446 + -ENSG00000081154.11 PCNP chr3 101574095 101594437 + -ENSG00000242299.1 RP11-234A1.1 chr3 101576489 101576947 - -ENSG00000243396.1 RP11-454H13.1 chr3 101599243 101599644 - -ENSG00000252348.1 RNU6-1256P chr3 101615826 101615928 + -ENSG00000212319.1 Y_RNA chr3 101628310 101628406 - -ENSG00000201511.1 Y_RNA chr3 101647421 101647522 + -ENSG00000066422.4 ZBTB11 chr3 101648889 101677495 - -ENSG00000201121.1 RNY1P12 chr3 101662060 101662164 - -ENSG00000256628.3 ZBTB11-AS1 chr3 101676475 101679217 + -ENSG00000114391.12 RPL24 chr3 101681091 101686782 - -ENSG00000244119.1 PDCL3P4 chr3 101712472 101713191 + -ENSG00000182504.10 CEP97 chr3 101723925 101770562 + -ENSG00000144815.14 NXPE3 chr3 101779202 101828229 + -ENSG00000249474.1 RP11-49I4.3 chr3 101823793 101824998 - -ENSG00000144802.11 NFKBIZ chr3 101827991 101861022 + -ENSG00000214407.3 RP11-221J22.1 chr3 101940859 101997926 + -ENSG00000202177.1 Y_RNA chr3 101955077 101955185 + -ENSG00000241280.1 RP11-221J22.2 chr3 101960358 101997926 + -ENSG00000170044.8 ZPLD1 chr3 102099244 102479841 + -ENSG00000241754.1 RP11-280H21.1 chr3 102663163 102673913 - -ENSG00000201065.1 RNU6-461P chr3 102755064 102755170 - -ENSG00000201922.1 RNU1-43P chr3 103159960 103160124 + -ENSG00000236691.3 NDUFA4P2 chr3 103240987 103241230 + -ENSG00000265328.1 MIR548AB chr3 103524033 103524116 - -ENSG00000240107.1 RP11-628J14.1 chr3 103538635 103540487 - -ENSG00000243195.1 TUBBP11 chr3 103630661 103630912 + -ENSG00000265076.1 AC016970.1 chr3 104054708 104054796 - -ENSG00000214405.3 RAP1BP2 chr3 104063039 104063582 + -ENSG00000243635.1 RP11-281P11.1 chr3 104502700 104503266 + -ENSG00000276619.1 AC069070.1 chr3 104742180 104742270 - -ENSG00000278575.1 AC092913.1 chr3 105107659 105107756 + -ENSG00000170017.12 ALCAM chr3 105366909 105576900 + -ENSG00000114423.18 CBLB chr3 105655461 105869552 - -ENSG00000244652.1 RP11-93B21.1 chr3 106325737 106326293 - -ENSG00000200610.1 Y_RNA chr3 106515897 106515998 + -ENSG00000200361.1 Y_RNA chr3 106688678 106688779 + -ENSG00000242759.6 LINC00882 chr3 106836811 107240641 - -ENSG00000239997.1 FCF1P3 chr3 106848671 106849260 + -ENSG00000241787.1 MTND4P16 chr3 106894352 106895718 - -ENSG00000239632.1 RP11-52L11.9 chr3 106895729 106896408 - -ENSG00000242214.1 MTND3P6 chr3 106896483 106896821 - -ENSG00000242836.1 RP11-52L11.7 chr3 106896891 106897671 - -ENSG00000249580.1 RP11-52L11.6 chr3 106897671 106898268 - -ENSG00000243658.1 MTND5P16 chr3 106898889 106900591 + -ENSG00000240034.1 MTND6P6 chr3 106900593 106900855 - -ENSG00000250630.1 RP11-52L11.4 chr3 106900854 106901081 - -ENSG00000239586.1 MTND1P16 chr3 106901068 106901965 + -ENSG00000240796.1 MTND2P14 chr3 106902173 106902523 + -ENSG00000252626.1 RNU6-1308P chr3 107007568 107007670 + -ENSG00000239455.1 RP11-561O4.1 chr3 107104911 107107000 - -ENSG00000243701.5 LINC00883 chr3 107240692 107326964 + -ENSG00000239828.6 RP11-446H18.5 chr3 107272611 107421304 - -ENSG00000241218.1 RP11-446H18.1 chr3 107327830 107329197 - -ENSG00000272597.1 RP11-446H18.6 chr3 107329430 107329962 + -ENSG00000220989.1 AC063944.1 chr3 107365182 107365287 + -ENSG00000138483.2 CCDC54 chr3 107377194 107378637 + -ENSG00000273125.1 RP11-115H18.1 chr3 107430930 107463912 + -ENSG00000114439.18 BBX chr3 107522936 107811324 + -ENSG00000241469.7 LINC00635 chr3 107840228 107882000 - -ENSG00000240423.1 LINC00636 chr3 107883248 107928907 + -ENSG00000279277.1 RP11-861A13.3 chr3 108036718 108038445 - -ENSG00000196776.14 CD47 chr3 108043298 108091025 - -ENSG00000271856.1 LINC01215 chr3 108125821 108138610 + -ENSG00000114446.4 IFT57 chr3 108160812 108222570 - -ENSG00000114455.13 HHLA2 chr3 108296490 108378285 + -ENSG00000221724.1 AC078855.1 chr3 108320392 108320478 + -ENSG00000243188.1 HNRNPA1P17 chr3 108325520 108326814 - -ENSG00000144821.9 MYH15 chr3 108380369 108529322 - -ENSG00000241634.1 RP11-381E24.1 chr3 108543367 108543875 - -ENSG00000163507.13 KIAA1524 chr3 108549869 108589644 - -ENSG00000202379.1 SNORA70 chr3 108574565 108574698 + -ENSG00000276763.1 RP11-381E24.4 chr3 108574683 108575064 + -ENSG00000280684.1 AC069499.1 chr3 108585964 108586229 + -ENSG00000198919.12 DZIP3 chr3 108589682 108694846 + -ENSG00000241777.1 RP11-148O7.2 chr3 108725440 108725536 - -ENSG00000163515.6 RETNLB chr3 108743424 108757384 - -ENSG00000163519.13 TRAT1 chr3 108822698 108855005 + -ENSG00000138472.10 GUCA1C chr3 108907792 108953895 - -ENSG00000114487.9 MORC1 chr3 108958239 109118142 - -ENSG00000221633.2 U3 chr3 109018909 109019116 - -ENSG00000239314.1 MORC1-AS1 chr3 109101456 109110342 + -ENSG00000241224.6 FLJ22763 chr3 109118252 109150514 + -ENSG00000261364.1 RP11-59E19.4 chr3 109176438 109177365 - -ENSG00000214381.4 LINC00488 chr3 109178165 109185257 + -ENSG00000252889.1 RNU6-1236P chr3 109225129 109225227 + -ENSG00000239288.1 RP11-59E19.3 chr3 109241507 109243125 + -ENSG00000163530.4 DPPA2 chr3 109293788 109316517 - -ENSG00000277635.1 Metazoa_SRP chr3 109295239 109295498 + -ENSG00000121570.12 DPPA4 chr3 109326141 109337572 - -ENSG00000241257.1 RP11-397K18.1 chr3 109364047 109364234 - -ENSG00000244561.1 RP11-702L6.1 chr3 109396616 109397870 + -ENSG00000230618.3 H3F3AP3 chr3 109409678 109410084 - -ENSG00000228980.3 LINC01205 chr3 109409990 109495167 + -ENSG00000244196.1 PPIAP15 chr3 109471329 109471812 - -ENSG00000252541.1 AC092905.1 chr3 109497645 109497729 + -ENSG00000265956.1 MIR4445 chr3 109602828 109602897 + -ENSG00000242029.1 RP11-457K10.1 chr3 109648107 109810861 + -ENSG00000271249.1 RP11-424I3.1 chr3 109701456 109702218 - -ENSG00000214380.4 RP11-457K10.2 chr3 109915976 109916940 - -ENSG00000243945.1 RP11-696F10.1 chr3 109977540 109977767 - -ENSG00000240895.1 RP11-119D18.1 chr3 110527482 110529582 - -ENSG00000221206.1 RNU6ATAC15P chr3 110551845 110551965 - -ENSG00000244722.1 RP11-179A18.1 chr3 110682286 110683154 - -ENSG00000201426.1 Y_RNA chr3 110727021 110727121 + -ENSG00000206532.2 RP11-553A10.1 chr3 110888384 110893476 - -ENSG00000242242.5 PVRL3-AS1 chr3 110893708 111071553 - -ENSG00000177707.10 PVRL3 chr3 111070071 111275563 + -ENSG00000153283.12 CD96 chr3 111292719 111665750 + -ENSG00000239311.1 RP11-615J4.3 chr3 111466313 111497095 - -ENSG00000244142.1 ATP6V0CP2 chr3 111478737 111478943 + -ENSG00000240787.1 RP11-615J4.4 chr3 111570638 111571054 - -ENSG00000177494.5 ZBED2 chr3 111592900 111595443 - -ENSG00000244720.1 RP11-402J7.2 chr3 111633672 111635089 + -ENSG00000240891.6 PLCXD2 chr3 111674676 111846447 + -ENSG00000240766.1 PLCXD2-AS1 chr3 111676736 111677433 - -ENSG00000144824.19 PHLDB2 chr3 111732497 111976517 + -ENSG00000144827.8 ABHD10 chr3 111979010 111993363 + -ENSG00000144834.12 TAGLN3 chr3 111998664 112013887 + -ENSG00000239439.1 RFKP2 chr3 112030931 112031649 - -ENSG00000176040.13 TMPRSS7 chr3 112034843 112081269 + -ENSG00000114529.12 C3orf52 chr3 112086335 112131004 + -ENSG00000207940.1 MIR567 chr3 112112801 112112898 + -ENSG00000174500.12 GCSAM chr3 112120841 112133305 - -ENSG00000261488.1 RP11-757F18.5 chr3 112133423 112135359 + -ENSG00000172139.14 SLC9C1 chr3 112140887 112294258 - -ENSG00000244144.1 RP11-757F18.3 chr3 112185480 112185998 - -ENSG00000239482.6 RP11-90K6.1 chr3 112302478 112332791 + -ENSG00000091972.18 CD200 chr3 112332347 112362812 + -ENSG00000243081.2 RP11-231E6.1 chr3 112396647 112409134 - -ENSG00000186265.9 BTLA chr3 112463968 112499561 - -ENSG00000242525.1 OR7E100P chr3 112524187 112525201 - -ENSG00000279349.1 RP11-147G7.3 chr3 112525548 112528142 - -ENSG00000144848.10 ATG3 chr3 112532509 112562046 - -ENSG00000138459.8 SLC35A5 chr3 112561709 112585577 + -ENSG00000091986.15 CCDC80 chr3 112596794 112649530 - -ENSG00000242308.2 RP11-572C15.3 chr3 112696908 112697706 - -ENSG00000240893.1 RP11-572C15.5 chr3 112736447 112749319 - -ENSG00000242770.2 RP11-180K7.1 chr3 112802478 112812819 + -ENSG00000206531.10 CD200R1L chr3 112815709 112846856 - -ENSG00000163606.10 CD200R1 chr3 112921209 112975122 - -ENSG00000272844.1 RP11-484K9.4 chr3 112990447 112991153 - -ENSG00000163607.14 GTPBP8 chr3 112990918 113015060 + -ENSG00000163608.14 C3orf17 chr3 113002440 113019861 - -ENSG00000240057.5 RP11-572M11.4 chr3 113019532 113183301 + -ENSG00000243483.1 RP11-572M11.2 chr3 113041390 113041814 - -ENSG00000241219.1 RP11-572M11.1 chr3 113050912 113063443 - -ENSG00000238593.1 AC078785.1 chr3 113092444 113092525 - -ENSG00000243795.1 RP11-572M11.3 chr3 113142350 113167819 - -ENSG00000144857.14 BOC chr3 113211003 113287459 + -ENSG00000206530.8 CFAP44 chr3 113286930 113441610 - -ENSG00000240751.1 RP11-553D4.2 chr3 113360267 113361319 + -ENSG00000243849.1 CFAP44-AS1 chr3 113403991 113433992 + -ENSG00000275670.1 MIR8076 chr3 113432118 113432200 - -ENSG00000163611.11 SPICE1 chr3 113442718 113515187 - -ENSG00000072858.10 SIDT1 chr3 113532296 113629578 + -ENSG00000239453.1 SIDT1-AS1 chr3 113588748 113590189 - -ENSG00000265253.1 MIR4446 chr3 113594876 113594942 + -ENSG00000241529.3 RN7SL767P chr3 113632704 113632998 + -ENSG00000176542.9 KIAA2018 chr3 113648385 113696646 - -ENSG00000121579.12 NAA50 chr3 113716460 113746300 - -ENSG00000239280.1 RP11-271C24.3 chr3 113740823 113741254 - -ENSG00000242659.1 RP11-271C24.2 chr3 113746872 113747408 - -ENSG00000114573.9 ATP6V1A chr3 113747019 113812056 + -ENSG00000178075.19 GRAMD1C chr3 113828182 113947174 + -ENSG00000240776.1 RP11-435F17.1 chr3 113850237 113850731 - -ENSG00000241889.1 RP11-435F17.3 chr3 113885298 113886031 + -ENSG00000240375.1 VPS26AP1 chr3 113919222 113920200 + -ENSG00000273394.1 RP11-255E6.6 chr3 113947005 113947570 - -ENSG00000184307.13 ZDHHC23 chr3 113947901 113965401 + -ENSG00000163617.10 KIAA1407 chr3 113964137 114056613 - -ENSG00000270880.1 RP11-255E6.5 chr3 113984037 113984655 + -ENSG00000151576.10 QTRTD1 chr3 114005833 114088422 + -ENSG00000216136.2 AC092896.1 chr3 114019651 114019752 + -ENSG00000240912.1 RP11-274J15.2 chr3 114103249 114103628 - -ENSG00000151577.12 DRD3 chr3 114128652 114199407 - -ENSG00000241490.1 RP11-553L6.2 chr3 114214313 114236204 + -ENSG00000240487.1 RP11-553L6.3 chr3 114231398 114233021 - -ENSG00000174255.6 ZNF80 chr3 114234631 114237578 - -ENSG00000181847.11 TIGIT chr3 114276913 114310288 + -ENSG00000259976.1 RP11-553L6.5 chr3 114314501 114316179 - -ENSG00000207770.1 MIR568 chr3 114316475 114316569 - -ENSG00000181722.15 ZBTB20 chr3 114338094 115147271 - -ENSG00000241560.5 ZBTB20-AS1 chr3 114351811 114388978 + -ENSG00000242290.2 RP11-197K3.1 chr3 114445521 114529452 + -ENSG00000241295.1 ZBTB20-AS2 chr3 114684580 114687609 + -ENSG00000264623.2 AC078986.1 chr3 114743433 114743543 - -ENSG00000239946.1 ZBTB20-AS3 chr3 114873114 114876514 + -ENSG00000240002.1 YBX1P3 chr3 114930541 114931449 + -ENSG00000242767.1 ZBTB20-AS4 chr3 115100423 115103061 + -ENSG00000279131.1 AC069063.1 chr3 115113420 115114210 - -ENSG00000279380.1 AC069063.2 chr3 115120172 115121489 + -ENSG00000242880.1 RP11-190P13.2 chr3 115251196 115285347 + -ENSG00000244157.1 EIF4E2P2 chr3 115279125 115279860 + -ENSG00000172020.12 GAP43 chr3 115623324 115721490 + -ENSG00000241596.1 RP11-326J18.1 chr3 115658533 115661279 + -ENSG00000185565.11 LSAMP chr3 115802363 117139389 - -ENSG00000243359.3 RN7SL815P chr3 115837870 115838159 + -ENSG00000240922.1 LSAMP-AS1 chr3 116360024 116370090 + -ENSG00000241397.1 LINC00903 chr3 116552473 116568264 + -ENSG00000241156.3 RN7SL582P chr3 116582552 116582830 - -ENSG00000198406.7 BZW1P2 chr3 116645902 116646727 - -ENSG00000243197.7 TUSC7 chr3 116709235 116723581 + -ENSG00000278072.1 AC108713.1 chr3 116716460 116716624 + -ENSG00000265433.1 MIR4447 chr3 116850277 116850367 - -ENSG00000274732.1 BC040587 chr3 116921328 116921479 + -ENSG00000242385.1 LINC00901 chr3 116921431 116932238 + -ENSG00000200372.1 RNU5E-8P chr3 116965112 116965227 - -ENSG00000243014.1 PTMAP8 chr3 117026698 117027039 + -ENSG00000206889.1 RNU6-1200P chr3 117544205 117544311 + -ENSG00000239268.2 RP11-384F7.2 chr3 117672154 117997592 - -ENSG00000240393.1 RP11-768G7.1 chr3 117674342 117675144 - -ENSG00000241213.1 RP11-768G7.2 chr3 117678693 117690932 - -ENSG00000242816.1 RP11-768G7.3 chr3 117790673 117793765 + -ENSG00000243276.5 RP11-384F7.1 chr3 118004819 118557668 - -ENSG00000144847.12 IGSF11 chr3 118900557 119146068 - -ENSG00000239877.2 IGSF11-AS1 chr3 118943073 118948241 + -ENSG00000163424.8 C3orf30 chr3 119146150 119160042 + -ENSG00000251012.1 RP11-484M3.5 chr3 119147375 119187807 + -ENSG00000114638.7 UPK1B chr3 119173517 119205153 + -ENSG00000121578.12 B4GALT4 chr3 119211732 119241103 - -ENSG00000240254.1 B4GALT4-AS1 chr3 119226486 119290666 + -ENSG00000031081.10 ARHGAP31 chr3 119294373 119420714 + -ENSG00000242829.1 RPS26P21 chr3 119298665 119299012 + -ENSG00000241155.1 ARHGAP31-AS1 chr3 119314293 119322760 - -ENSG00000207310.1 RNU6-1127P chr3 119341834 119341940 - -ENSG00000176142.12 TMEM39A chr3 119429500 119468830 - -ENSG00000163389.10 POGLUT1 chr3 119468938 119494708 + -ENSG00000272662.1 RP11-190C22.8 chr3 119497678 119498181 - -ENSG00000113845.9 TIMMDC1 chr3 119498532 119525090 + -ENSG00000121594.11 CD80 chr3 119524293 119559602 - -ENSG00000272967.1 RP11-190C22.9 chr3 119579212 119579650 - -ENSG00000144843.11 ADPRH chr3 119579268 119589945 + -ENSG00000144837.8 PLA1A chr3 119597842 119629811 + -ENSG00000242052.1 RP11-190C22.1 chr3 119635526 119636150 - -ENSG00000121577.13 POPDC2 chr3 119636457 119665324 - -ENSG00000138495.6 COX17 chr3 119654513 119677454 - -ENSG00000183833.16 MAATS1 chr3 119703022 119767102 + -ENSG00000239994.2 RP11-169N13.4 chr3 119744139 119750350 - -ENSG00000144852.16 NR1I2 chr3 119780484 119818485 + -ENSG00000240471.1 PHBP8 chr3 119791829 119792553 + -ENSG00000082701.14 GSK3B chr3 119821323 120094417 - -ENSG00000239835.1 RP11-767L7.1 chr3 120028740 120029868 + -ENSG00000241546.1 RP11-767L7.2 chr3 120041190 120041537 + -ENSG00000276607.2 AC092910.1 chr3 120084550 120084657 - -ENSG00000242622.1 RP11-18H7.1 chr3 120094895 120136783 + -ENSG00000244308.2 RN7SL762P chr3 120110498 120110786 - -ENSG00000244139.3 RN7SL397P chr3 120121909 120122206 + -ENSG00000175697.10 GPR156 chr3 120164645 120285094 - -ENSG00000206721.1 Y_RNA chr3 120210320 120210421 + -ENSG00000240882.1 RP11-174O3.1 chr3 120306726 120307952 + -ENSG00000163428.3 LRRC58 chr3 120324509 120349339 - -ENSG00000240661.1 RP11-174O3.3 chr3 120349510 120367998 + -ENSG00000242613.1 RP11-174O3.4 chr3 120388029 120389315 + -ENSG00000163430.9 FSTL1 chr3 120392293 120451253 - -ENSG00000240774.1 RP11-359H3.4 chr3 120484171 120484527 - -ENSG00000244441.1 RP11-359H3.1 chr3 120512850 120513188 + -ENSG00000065518.7 NDUFB4 chr3 120596309 120602500 + -ENSG00000113924.11 HGD chr3 120628173 120682571 - -ENSG00000144840.8 RABL3 chr3 120686681 120742993 - -ENSG00000240452.1 RP11-567P17.1 chr3 120722024 120722311 + -ENSG00000243257.1 RP11-567P17.2 chr3 120722458 120722646 + -ENSG00000153767.9 GTF2E1 chr3 120742637 120783069 + -ENSG00000213371.4 NAP1L1P3 chr3 120805866 120806745 + -ENSG00000243593.1 RP11-500K19.1 chr3 120833440 120836360 - -ENSG00000145087.12 STXBP5L chr3 120908072 121424761 + -ENSG00000270782.1 RP11-500K19.2 chr3 120924612 120925158 - -ENSG00000264477.1 MIR5682 chr3 121049640 121049715 + -ENSG00000243813.1 RP11-678L1.1 chr3 121099108 121099774 + -ENSG00000242103.1 RP11-10G15.4 chr3 121356991 121357940 + -ENSG00000051341.13 POLQ chr3 121431427 121546641 - -ENSG00000242445.1 RPL7AP11 chr3 121494110 121494908 + -ENSG00000186103.3 ARGFX chr3 121570704 121586634 + -ENSG00000163833.7 FBXO40 chr3 121593119 121630295 + -ENSG00000180353.10 HCLS1 chr3 121631399 121660927 - -ENSG00000243544.3 RN7SL172P chr3 121653994 121654296 - -ENSG00000222057.1 RNU4-62P chr3 121655475 121655604 - -ENSG00000173230.15 GOLGB1 chr3 121663199 121749767 - -ENSG00000173226.16 IQCB1 chr3 121769763 121835079 - -ENSG00000145088.8 EAF2 chr3 121835183 121886526 + -ENSG00000163406.10 SLC15A2 chr3 121894089 121944102 + -ENSG00000263678.1 AC072031.1 chr3 121922098 121922182 - -ENSG00000145103.12 ILDR1 chr3 121987323 122022204 - -ENSG00000202388.1 Y_RNA chr3 122025195 122025304 - -ENSG00000114013.15 CD86 chr3 122055366 122121139 + -ENSG00000036828.13 CASR chr3 122183683 122286503 + -ENSG00000221474.1 AC068754.1 chr3 122281853 122281922 + -ENSG00000240236.1 HNRNPA1P23 chr3 122317609 122318741 + -ENSG00000121552.3 CSTA chr3 122325244 122341972 + -ENSG00000160124.9 CCDC58 chr3 122359591 122383231 - -ENSG00000114023.15 FAM162A chr3 122384176 122412334 + -ENSG00000196981.3 WDR5B chr3 122412332 122416051 - -ENSG00000272758.5 RP11-299J3.8 chr3 122416207 122443180 + -ENSG00000242531.1 RP11-299J3.6 chr3 122416882 122417012 - -ENSG00000114030.12 KPNA1 chr3 122421949 122514945 - -ENSG00000275348.1 RP11-592P9.3 chr3 122482990 122483229 + -ENSG00000138496.16 PARP9 chr3 122527924 122564577 - -ENSG00000163840.9 DTX3L chr3 122564238 122575203 + -ENSG00000173200.12 PARP15 chr3 122577602 122639047 + -ENSG00000243918.1 EIF4BP8 chr3 122660613 122662438 + -ENSG00000173193.13 PARP14 chr3 122680618 122730840 + -ENSG00000169087.10 HSPBAP1 chr3 122740003 122793824 - -ENSG00000138463.8 DIRC2 chr3 122794795 122881139 + -ENSG00000273033.2 RP11-67L2.2 chr3 122886941 122892416 + -ENSG00000082684.14 SEMA5B chr3 122909193 123028605 - -ENSG00000221211.1 AC078794.1 chr3 122926996 122927121 - -ENSG00000065485.17 PDIA5 chr3 123067062 123225227 + -ENSG00000275891.1 MIR7110 chr3 123161794 123161879 + -ENSG00000121542.11 SEC22A chr3 123201927 123274130 + -ENSG00000273454.1 RP11-797D24.3 chr3 123277353 123277904 + -ENSG00000173175.14 ADCY5 chr3 123282296 123449758 - -ENSG00000272678.1 RP11-797D24.4 chr3 123283593 123283983 + -ENSG00000206527.9 HACD2 chr3 123490820 123585185 - -ENSG00000239523.5 MYLK-AS1 chr3 123585542 123644568 + -ENSG00000065534.18 MYLK chr3 123610049 123884331 - -ENSG00000250174.5 MYLK-AS2 chr3 123689644 123692407 + -ENSG00000273123.1 RP11-9N20.3 chr3 123715851 123716399 + -ENSG00000207002.1 SNORA5 chr3 123814077 123814207 + -ENSG00000175455.14 CCDC14 chr3 123897305 123961408 - -ENSG00000065371.17 ROPN1 chr3 123968521 123992178 - -ENSG00000238512.1 AC117401.1 chr3 124061994 124062084 - -ENSG00000160145.15 KALRN chr3 124080023 124726325 + -ENSG00000266383.1 MIR5002 chr3 124132929 124133025 + -ENSG00000240622.1 RPL7P15 chr3 124151960 124153063 - -ENSG00000276656.1 MIR6083 chr3 124374332 124374437 + -ENSG00000252751.1 RNU6-143P chr3 124407691 124407783 + -ENSG00000263775.1 AC080008.1 chr3 124696938 124697036 - -ENSG00000260391.2 RP11-71H17.7 chr3 124723788 124726325 + -ENSG00000114491.13 UMPS chr3 124730366 124749273 + -ENSG00000265981.1 MIR544B chr3 124732439 124732516 + -ENSG00000242199.1 RP11-71H17.1 chr3 124733418 124733754 - -ENSG00000082781.11 ITGB5 chr3 124761948 124901418 - -ENSG00000244286.1 ITGB5-AS1 chr3 124781155 124787757 + -ENSG00000280042.1 RP11-71H17.8 chr3 124791119 124793104 - -ENSG00000276626.1 7SK chr3 124792319 124792562 - -ENSG00000243986.2 ENO1P3 chr3 124862094 124863317 - -ENSG00000173702.7 MUC13 chr3 124905442 124953819 - -ENSG00000173706.12 HEG1 chr3 124965710 125055958 - -ENSG00000252642.1 RNA5SP137 chr3 125058304 125058438 - -ENSG00000221955.10 SLC12A8 chr3 125082636 125212864 - -ENSG00000199327.1 RNU6-230P chr3 125119097 125119200 - -ENSG00000264986.1 MIR5092 chr3 125151465 125151552 - -ENSG00000163848.18 ZNF148 chr3 125225561 125375354 - -ENSG00000229048.5 DUTP1 chr3 125310881 125311350 + -ENSG00000243508.1 RP11-775J23.2 chr3 125344085 125344797 - -ENSG00000252953.1 RNU6-232P chr3 125388934 125388997 + -ENSG00000114520.10 SNX4 chr3 125446644 125520197 - -ENSG00000201800.1 Y_RNA chr3 125516979 125517086 + -ENSG00000252965.1 Y_RNA chr3 125528244 125528349 - -ENSG00000144909.7 OSBPL11 chr3 125528858 125595090 - -ENSG00000281802.1 AC016959.1 chr3 125558838 125558960 + -ENSG00000243072.1 GS1-388B5.2 chr3 125679573 125679781 + -ENSG00000242001.1 GS1-388B5.1 chr3 125681305 125681453 + -ENSG00000266857.1 AF186996.2 chr3 125690256 125690343 + -ENSG00000234458.4 OR7E130P chr3 125703349 125704312 + -ENSG00000243429.1 OR7E29P chr3 125712139 125713045 + -ENSG00000228963.3 OR7E93P chr3 125724539 125725445 + -ENSG00000239978.1 OR7E53P chr3 125734295 125735198 + -ENSG00000265166.1 AF186996.1 chr3 125736216 125736303 + -ENSG00000179170.11 OR7E97P chr3 125747084 125748098 + -ENSG00000239432.1 GS1-388B5.8 chr3 125756086 125756462 + -ENSG00000272840.1 RP11-379B18.6 chr3 125774714 125797953 + -ENSG00000239804.1 RP11-379B18.1 chr3 125787888 125788146 - -ENSG00000221737.1 MIR548I1 chr3 125790404 125790552 - -ENSG00000242229.1 RPS3AP14 chr3 125795106 125795885 + -ENSG00000241346.1 SNRPCP11 chr3 125816082 125816286 - -ENSG00000241288.7 RP11-379B18.5 chr3 125827238 125916384 - -ENSG00000241278.1 ENPP7P4 chr3 125848223 125909372 + -ENSG00000248787.1 RP11-666A20.4 chr3 125908005 125910272 - -ENSG00000171084.15 FAM86JP chr3 125916620 125930024 + -ENSG00000189366.9 ALG1L chr3 125929275 125937039 - -ENSG00000241439.1 RP11-666A20.3 chr3 125958556 125958817 + -ENSG00000114547.9 ROPN1B chr3 125969144 125983454 + -ENSG00000114544.15 SLC41A3 chr3 126006355 126101561 - -ENSG00000248607.1 RP11-158I23.1 chr3 126056923 126058228 + -ENSG00000265911.1 AC117422.1 chr3 126069064 126069147 + -ENSG00000250012.1 RP11-124N2.1 chr3 126084220 126095349 + -ENSG00000144908.13 ALDH1L1 chr3 126103562 126197994 - -ENSG00000250218.1 ALDH1L1-AS1 chr3 126103640 126108069 + -ENSG00000272020.1 RNU1-30P chr3 126160283 126160445 - -ENSG00000246022.2 ALDH1L1-AS2 chr3 126180065 126210169 + -ENSG00000250934.1 RP11-71E19.1 chr3 126266796 126291279 + -ENSG00000251448.1 RP11-71E19.2 chr3 126288867 126294024 - -ENSG00000163884.3 KLF15 chr3 126342635 126357442 - -ENSG00000249833.5 CCDC37-AS1 chr3 126393032 126394851 - -ENSG00000163885.11 CCDC37 chr3 126394939 126436556 + -ENSG00000279328.1 RP11-203H19.2 chr3 126432796 126434569 - -ENSG00000070476.14 ZXDC chr3 126437601 126475919 - -ENSG00000159650.8 UROC1 chr3 126481281 126517773 - -ENSG00000180767.9 CHST13 chr3 126524283 126543291 + -ENSG00000180697.8 C3orf22 chr3 126526999 126558965 - -ENSG00000201968.1 RNA5SP138 chr3 126564565 126564678 - -ENSG00000197763.12 TXNRD3 chr3 126571779 126655155 - -ENSG00000206483.5 TXNRD3NB chr3 126571789 126572636 - -ENSG00000248557.1 RP11-390G14.1 chr3 126624792 126626061 + -ENSG00000198284.9 NUP210P1 chr3 126660609 126671939 + -ENSG00000248850.1 RP11-605F14.2 chr3 126672106 126673223 - -ENSG00000159685.10 CHCHD6 chr3 126704220 126960406 + -ENSG00000249558.1 RCC2P4 chr3 126766434 126767475 - -ENSG00000280053.1 RP11-61K12.2 chr3 126973065 126976426 + -ENSG00000114554.11 PLXNA1 chr3 126988594 127037392 + -ENSG00000214324.5 C3orf56 chr3 127193131 127198185 + -ENSG00000212556.1 Y_RNA chr3 127202372 127202473 - -ENSG00000243016.1 RP11-305F5.2 chr3 127221194 127221881 - -ENSG00000201288.1 RNU6-1047P chr3 127240968 127241074 - -ENSG00000239620.1 RP11-88I21.1 chr3 127284081 127284681 - -ENSG00000244215.1 RP11-88I21.2 chr3 127322307 127390670 - -ENSG00000239921.2 LINC01471 chr3 127480690 127536812 - -ENSG00000240562.1 RP11-59J16.2 chr3 127489553 127490787 + -ENSG00000163870.14 TPRA1 chr3 127573069 127598251 - -ENSG00000275067.1 MIR6825 chr3 127575266 127575331 - -ENSG00000276083.1 MIR7976 chr3 127587111 127587176 - -ENSG00000073111.13 MCM2 chr3 127598223 127622436 + -ENSG00000114631.10 PODXL2 chr3 127629181 127672809 + -ENSG00000221413.1 AC023593.1 chr3 127664704 127664810 + -ENSG00000114626.17 ABTB1 chr3 127672935 127680920 + -ENSG00000074416.13 MGLL chr3 127689062 127823250 - -ENSG00000187715.13 KBTBD12 chr3 127915232 127987671 + -ENSG00000201210.1 RNA5SP139 chr3 127963608 127963724 + -ENSG00000058262.9 SEC61A1 chr3 128051641 128071683 + -ENSG00000175792.11 RUVBL1 chr3 128064778 128153914 - -ENSG00000222627.1 RNU2-37P chr3 128075073 128075249 - -ENSG00000239608.1 RUVBL1-AS1 chr3 128075810 128079056 + -ENSG00000212344.1 RNU6-823P chr3 128141875 128141977 - -ENSG00000132394.10 EEFSEC chr3 128153454 128408646 + -ENSG00000179407.3 DNAJB8 chr3 128462439 128467248 - -ENSG00000242049.1 DNAJB8-AS1 chr3 128463594 128472317 + -ENSG00000179348.11 GATA2 chr3 128479427 128493185 - -ENSG00000244300.2 GATA2-AS1 chr3 128489212 128502348 + -ENSG00000239405.1 TMED10P2 chr3 128538020 128538631 + -ENSG00000198685.3 LINC01565 chr3 128572000 128576086 - -ENSG00000163902.11 RPN1 chr3 128619970 128681075 - -ENSG00000277250.1 Metazoa_SRP chr3 128673681 128674021 - -ENSG00000280957.1 AC079945.1 chr3 128673691 128673771 - -ENSG00000242551.2 POU5F1P6 chr3 128674735 128677005 - -ENSG00000207130.1 SNORA24 chr3 128714571 128714705 - -ENSG00000075785.12 RAB7A chr3 128726122 128814796 + -ENSG00000239503.1 MARK2P8 chr3 128748538 128749489 - -ENSG00000242992.3 FTH1P4 chr3 128764466 128765018 - -ENSG00000244232.3 RN7SL698P chr3 128785147 128785448 + -ENSG00000239483.1 RPS15AP16 chr3 128798841 128799201 - -ENSG00000244065.1 MARK2P17 chr3 128843564 128844404 - -ENSG00000243022.1 MARK3P3 chr3 128848673 128849399 - -ENSG00000242062.1 MARK2P6 chr3 128852112 128853008 - -ENSG00000261159.1 RP11-723O4.9 chr3 128859716 128860526 - -ENSG00000231305.3 RP11-723O4.2 chr3 128861313 128871540 - -ENSG00000250796.1 RP11-723O4.3 chr3 128869624 128870026 + -ENSG00000177646.17 ACAD9 chr3 128879596 128916067 + -ENSG00000114656.10 KIAA1257 chr3 128909866 129002690 - -ENSG00000187695.6 RP11-723O4.6 chr3 128909874 128971330 - -ENSG00000279507.1 RP11-723O4.7 chr3 128914833 128915060 - -ENSG00000114654.7 EFCC1 chr3 129001629 129040742 + -ENSG00000249505.1 RP11-434H6.2 chr3 129045763 129046921 + -ENSG00000169704.4 GP9 chr3 129060767 129062406 + -ENSG00000172780.16 RAB43 chr3 129087569 129122801 - -ENSG00000261796.1 ISY1-RAB43 chr3 129087575 129161036 - -ENSG00000273174.1 RP11-434H6.6 chr3 129123439 129124003 + -ENSG00000240682.9 ISY1 chr3 129127415 129161293 - -ENSG00000273437.1 RP11-434H6.7 chr3 129163606 129163940 - -ENSG00000169714.16 CNBP chr3 129169484 129183922 - -ENSG00000241673.1 RPS27P12 chr3 129218093 129218350 - -ENSG00000181789.14 COPG1 chr3 129249606 129277773 + -ENSG00000278658.1 MIR6826 chr3 129272146 129272243 + -ENSG00000183624.13 HMCES chr3 129278828 129306186 + -ENSG00000184897.5 H1FX chr3 129314771 129316277 - -ENSG00000206417.8 H1FX-AS1 chr3 129315392 129326225 + -ENSG00000280727.1 AC137695.1 chr3 129316261 129316391 - -ENSG00000248916.1 NUP210P3 chr3 129323046 129325426 - -ENSG00000270492.1 RP13-685P2.8 chr3 129334586 129335074 + -ENSG00000270773.1 RP13-685P2.7 chr3 129345411 129346164 + -ENSG00000244932.2 RP11-529F4.1 chr3 129381298 129394149 + -ENSG00000251474.6 RPL32P3 chr3 129382922 129399655 - -ENSG00000280589.1 AL449212.1 chr3 129397192 129397294 - -ENSG00000207088.1 SNORA7B chr3 129397210 129397348 - -ENSG00000172771.11 EFCAB12 chr3 129401321 129428651 - -ENSG00000129071.9 MBD4 chr3 129430944 129440179 - -ENSG00000163913.11 IFT122 chr3 129440036 129520507 + -ENSG00000163914.4 RHO chr3 129528640 129535169 + -ENSG00000178804.7 H1FOO chr3 129543214 129551467 + -ENSG00000004399.12 PLXND1 chr3 129555175 129606818 - -ENSG00000239437.3 RN7SL752P chr3 129591349 129591635 + -ENSG00000248659.1 RP11-263I1.1 chr3 129632019 129632492 - -ENSG00000172765.16 TMCC1 chr3 129647792 129893576 - -ENSG00000202412.1 RNY3P13 chr3 129818932 129819033 + -ENSG00000203644.3 RP11-332M2.1 chr3 129847048 129847957 - -ENSG00000271270.5 TMCC1-AS1 chr3 129893871 129918575 + -ENSG00000250643.1 RP11-93K22.6 chr3 129954105 129969294 - -ENSG00000170893.3 TRH chr3 129974305 129977938 + -ENSG00000248459.1 RP11-93K22.1 chr3 129998531 129998936 + -ENSG00000249869.1 RP11-93K22.7 chr3 130013182 130013541 - -ENSG00000180770.3 OR7E129P chr3 130021553 130022520 - -ENSG00000263767.1 AC083906.1 chr3 130033458 130033545 - -ENSG00000251178.1 OR7E21P chr3 130034553 130035539 - -ENSG00000251610.1 RP11-77P16.3 chr3 130055724 130055920 - -ENSG00000251287.8 ALG1L2 chr3 130081831 130113227 + -ENSG00000248243.1 RP11-93K22.13 chr3 130089433 130094304 - -ENSG00000266849.1 AC083906.2 chr3 130096373 130096438 + -ENSG00000253540.5 FAM86HP chr3 130099092 130111472 - -ENSG00000249846.6 RP11-77P16.4 chr3 130112550 130120579 + -ENSG00000248618.1 ENPP7P3 chr3 130167790 130168030 - -ENSG00000250580.1 SNRPCP8 chr3 130199708 130199918 + -ENSG00000228252.8 COL6A4P2 chr3 130212823 130273806 + -ENSG00000249253.1 RP11-77P16.1 chr3 130293337 130293760 + -ENSG00000172752.14 COL6A5 chr3 130345516 130484844 + -ENSG00000222683.1 AC093004.1 chr3 130369227 130369344 - -ENSG00000206384.10 COL6A6 chr3 130560334 130678155 + -ENSG00000196455.7 PIK3R4 chr3 130678935 130746829 - -ENSG00000222783.1 RN7SKP212 chr3 130811768 130812095 - -ENSG00000232829.3 GSTO3P chr3 130827659 130828376 + -ENSG00000017260.19 ATP2C1 chr3 130850595 131016712 + -ENSG00000280127.1 AC055733.1 chr3 130868872 130869246 - -ENSG00000250592.1 RP11-39E3.3 chr3 130899414 130929976 - -ENSG00000252894.2 Y_RNA chr3 130914340 130914452 - -ENSG00000249098.1 RP11-39E3.4 chr3 130918226 130919120 - -ENSG00000251579.1 RP11-39E3.5 chr3 130927754 130928276 - -ENSG00000034533.11 ASTE1 chr3 131013875 131027649 - -ENSG00000114670.13 NEK11 chr3 131026850 131350465 + -ENSG00000250129.5 RP11-265F19.1 chr3 131053317 131072339 - -ENSG00000201550.1 RNU6-726P chr3 131092821 131092927 - -ENSG00000212073.1 AC121332.1 chr3 131111670 131111758 - -ENSG00000250608.1 RP11-933H2.4 chr3 131325092 131381475 - -ENSG00000246082.2 NUDT16P1 chr3 131361898 131365122 + -ENSG00000198585.11 NUDT16 chr3 131381671 131388830 + -ENSG00000261167.1 RP11-517B11.7 chr3 131455126 131458598 - -ENSG00000114686.8 MRPL3 chr3 131462212 131502983 - -ENSG00000249020.1 SNORA58 chr3 131479097 131479233 - -ENSG00000248468.1 RP11-517B11.4 chr3 131517831 131520880 + -ENSG00000248530.1 BCL2L12P1 chr3 131526447 131527179 + -ENSG00000196353.11 CPNE4 chr3 131533555 132285410 - -ENSG00000251447.1 RP11-517B11.6 chr3 131537571 131537685 - -ENSG00000265859.1 MIR5704 chr3 131985855 131985931 - -ENSG00000240854.1 RP11-64K7.1 chr3 132175402 132176711 + -ENSG00000242899.1 RPL7P16 chr3 132243528 132244265 - -ENSG00000014257.15 ACPP chr3 132317367 132368298 + -ENSG00000240890.2 RP11-65E22.2 chr3 132386522 132389074 + -ENSG00000213264.3 NIP7P2 chr3 132401253 132401796 + -ENSG00000138246.15 DNAJC13 chr3 132417526 132539032 + -ENSG00000240303.7 ACAD11 chr3 132558138 132660723 - -ENSG00000274810.3 NPHP3-ACAD11 chr3 132558142 132722459 - -ENSG00000129048.6 ACKR4 chr3 132597237 132618967 + -ENSG00000251614.1 HSPA8P19 chr3 132645831 132650383 + -ENSG00000081307.12 UBA5 chr3 132654446 132678097 + -ENSG00000113971.18 NPHP3 chr3 132680609 132722442 - -ENSG00000248724.6 NPHP3-AS1 chr3 132721750 132874223 + -ENSG00000249725.1 RP11-469L4.1 chr3 133015004 133037052 - -ENSG00000144868.13 TMEM108 chr3 133038391 133397792 + -ENSG00000251011.5 TMEM108-AS1 chr3 133246106 133257188 - -ENSG00000170819.4 BFSP2 chr3 133399995 133475222 + -ENSG00000249820.1 RP11-503I22.2 chr3 133409955 133410843 + -ENSG00000249993.1 BFSP2-AS1 chr3 133429269 133455776 - -ENSG00000214301.4 RP11-91K8.4 chr3 133490824 133491505 + -ENSG00000272832.1 RP11-91K8.5 chr3 133543064 133543466 - -ENSG00000250983.1 RP11-91K8.2 chr3 133546071 133546272 - -ENSG00000201827.1 SNORA33 chr3 133551186 133551315 + -ENSG00000091527.15 CDV3 chr3 133573730 133590261 + -ENSG00000163781.12 TOPBP1 chr3 133598175 133661893 - -ENSG00000242337.5 TFP1 chr3 133661998 133754576 + -ENSG00000252641.2 RNU6-678P chr3 133664926 133665034 + -ENSG00000201394.1 RNA5SP140 chr3 133710076 133710167 - -ENSG00000091513.14 TF chr3 133745956 133779006 + -ENSG00000244062.1 RP11-404G16.2 chr3 133760300 133762363 + -ENSG00000144867.11 SRPRB chr3 133784033 133825772 + -ENSG00000154917.10 RAB6B chr3 133824239 133895836 - -ENSG00000221972.3 C3orf36 chr3 133928145 133929812 - -ENSG00000174640.12 SLCO2A1 chr3 133932696 134052184 - -ENSG00000243832.1 RP11-202A13.1 chr3 134055256 134057648 - -ENSG00000163785.12 RYK chr3 134065303 134250744 - -ENSG00000231845.3 HMGB3P14 chr3 134170487 134171085 + -ENSG00000281921.1 AC096967.1 chr3 134261776 134261911 + -ENSG00000240006.1 RP11-200A1.1 chr3 134313576 134321171 + -ENSG00000260633.1 RP11-375I20.6 chr3 134347288 134349233 - -ENSG00000214289.2 RPL39P5 chr3 134351852 134356561 - -ENSG00000114019.14 AMOTL2 chr3 134355874 134375479 - -ENSG00000277723.1 MIR6827 chr3 134367804 134367862 - -ENSG00000248377.1 HMGN1P9 chr3 134385197 134385494 + -ENSG00000221313.2 AC010207.1 chr3 134410044 134410140 - -ENSG00000214288.4 HMGB3P13 chr3 134437605 134438211 + -ENSG00000263554.1 MIR4788 chr3 134437827 134437906 + -ENSG00000129055.12 ANAPC13 chr3 134477706 134486716 - -ENSG00000182923.16 CEP63 chr3 134485743 134575017 + -ENSG00000249691.1 RP11-445J14.1 chr3 134510531 134511413 - -ENSG00000154928.16 EPHB1 chr3 134597801 135260467 + -ENSG00000174611.11 KY chr3 134603138 134651636 - -ENSG00000253087.1 RNU6-1174P chr3 134780527 134780627 - -ENSG00000201413.1 RNA5SP141 chr3 134783436 134783555 - -ENSG00000240086.5 RP11-657O9.1 chr3 135356067 135439888 - -ENSG00000242222.1 RP11-237P21.1 chr3 135925891 135926167 + -ENSG00000241905.1 RP11-305O4.1 chr3 135959275 135959590 - -ENSG00000073711.10 PPP2R3A chr3 135965673 136147891 + -ENSG00000227267.3 RP11-305O4.2 chr3 136055184 136055764 + -ENSG00000273455.1 RP11-305O4.3 chr3 136087475 136087913 - -ENSG00000174579.3 MSL2 chr3 136148922 136197241 - -ENSG00000241438.1 TDGF1P6 chr3 136155549 136155996 + -ENSG00000244740.1 RP11-463H24.1 chr3 136205540 136205915 - -ENSG00000114054.13 PCCB chr3 136250306 136337896 + -ENSG00000118007.12 STAG1 chr3 136336233 136752403 - -ENSG00000200571.1 RNU6-1284P chr3 136430084 136430183 - -ENSG00000280829.1 Y_RNA chr3 136588209 136588311 + -ENSG00000244101.1 HMGN1P10 chr3 136609050 136609602 + -ENSG00000252914.1 RNU6-789P chr3 136721394 136721495 - -ENSG00000240695.1 RP11-102M11.1 chr3 136736500 136737229 - -ENSG00000261758.1 RP11-102M11.2 chr3 136752630 136755780 + -ENSG00000242968.1 RP11-731C17.1 chr3 136808551 136809623 - -ENSG00000168917.8 SLC35G2 chr3 136818647 136855892 + -ENSG00000273486.1 RP11-731C17.2 chr3 136837338 136839021 - -ENSG00000239213.5 NCK1-AS1 chr3 136841726 136862054 - -ENSG00000158092.6 NCK1 chr3 136862208 136949823 + -ENSG00000214283.4 RAD51AP1P1 chr3 136899076 136900076 - -ENSG00000174564.12 IL20RB chr3 136946230 137011085 + -ENSG00000249407.1 IL20RB-AS1 chr3 136959125 136982196 - -ENSG00000201325.1 RNA5SP142 chr3 137518134 137518255 - -ENSG00000243886.1 RP11-575C1.1 chr3 137535572 137536142 - -ENSG00000242070.1 NPM1P17 chr3 137723774 137724543 + -ENSG00000168875.2 SOX14 chr3 137764284 137766338 + -ENSG00000239513.5 LINC01210 chr3 137771949 137780878 + -ENSG00000261146.1 RP11-2A4.4 chr3 137791973 137796678 + -ENSG00000241478.1 HSPA8P9 chr3 137880295 137882237 + -ENSG00000066405.12 CLDN18 chr3 137998735 138033655 + -ENSG00000272609.1 RP11-461M2.2 chr3 138004649 138005122 - -ENSG00000158163.14 DZIP1L chr3 138061990 138115818 - -ENSG00000240668.1 KRT8P36 chr3 138101478 138102917 - -ENSG00000281378.1 AC023049.1 chr3 138102085 138102222 + -ENSG00000118017.3 A4GNT chr3 138123718 138132387 - -ENSG00000138231.12 DBR1 chr3 138161012 138174949 - -ENSG00000114098.17 ARMC8 chr3 138187248 138298389 + -ENSG00000181322.13 NME9 chr3 138261437 138329886 - -ENSG00000158186.12 MRAS chr3 138347648 138405534 + -ENSG00000158220.13 ESYT3 chr3 138434586 138481686 + -ENSG00000280399.1 RP11-80P20.3 chr3 138482065 138485755 + -ENSG00000114107.8 CEP70 chr3 138494344 138594538 - -ENSG00000158234.12 FAIM chr3 138608606 138633376 + -ENSG00000174715.7 RP11-79L9.2 chr3 138643874 138644694 - -ENSG00000051382.8 PIK3CB chr3 138652699 138834938 - -ENSG00000239207.2 GAPDHP39 chr3 138777832 138778810 + -ENSG00000242321.1 RPL23AP40 chr3 138796851 138797240 + -ENSG00000241429.1 EEF1A1P25 chr3 138825063 138826329 + -ENSG00000242244.1 ATP5G1P3 chr3 138889255 138889957 - -ENSG00000244578.1 LINC01391 chr3 138935189 138944020 - -ENSG00000183770.5 FOXL2 chr3 138944224 138947140 - -ENSG00000206262.8 FOXL2NB chr3 138947234 138953451 + -ENSG00000206260.3 PRR23A chr3 139005468 139006268 - -ENSG00000175110.11 MRPS22 chr3 139005806 139357223 + -ENSG00000184814.5 PRR23B chr3 139019031 139020926 - -ENSG00000233701.3 PRR23C chr3 139042102 139044892 - -ENSG00000251137.1 RPL7L1P7 chr3 139081654 139082377 - -ENSG00000232416.3 BPESC1 chr3 139104185 139125171 + -ENSG00000281473.1 PISRT1 chr3 139232992 139233522 + -ENSG00000276304.1 PISRT1 chr3 139233414 139233520 + -ENSG00000272656.1 RP11-219D15.3 chr3 139349024 139349371 - -ENSG00000184432.9 COPB2 chr3 139355600 139389732 - -ENSG00000248932.5 RP11-319G6.1 chr3 139389815 139583319 + -ENSG00000114113.6 RBP2 chr3 139452884 139480747 - -ENSG00000248790.1 RP11-319G6.3 chr3 139466430 139466795 + -ENSG00000178631.7 ACTG1P1 chr3 139493809 139494937 + -ENSG00000263538.1 AC097103.1 chr3 139494618 139494701 + -ENSG00000114115.9 RBP1 chr3 139517434 139539829 - -ENSG00000163864.14 NMNAT3 chr3 139560180 139678017 - -ENSG00000214280.3 RP11-553K23.2 chr3 139582928 139583593 - -ENSG00000201600.1 RN7SKP124 chr3 139584105 139584445 - -ENSG00000244692.3 RN7SL724P chr3 139609669 139609939 - -ENSG00000261763.1 RP11-442N1.2 chr3 139678620 139682564 - -ENSG00000250543.1 RP11-442N1.1 chr3 139688403 139689342 - -ENSG00000251471.1 RP11-166D18.1 chr3 139837220 139859894 + -ENSG00000250161.1 TRMT112P5 chr3 139845078 139845411 - -ENSG00000158258.15 CLSTN2 chr3 139935185 140577397 + -ENSG00000249290.5 RP11-68L1.2 chr3 140449435 140460351 - -ENSG00000251058.1 RP11-68L1.1 chr3 140461000 140462825 - -ENSG00000216184.1 AC048346.1 chr3 140490052 140490144 - -ENSG00000250433.1 CLSTN2-AS1 chr3 140505611 140508789 - -ENSG00000249305.1 RP11-13L2.1 chr3 140619694 140619837 - -ENSG00000155890.3 TRIM42 chr3 140678039 140701150 + -ENSG00000261826.1 RP11-691G17.1 chr3 140865075 140867783 - -ENSG00000224085.3 RPL23AP41 chr3 140902194 140902651 + -ENSG00000114120.11 SLC25A36 chr3 140941830 140979933 + -ENSG00000248773.1 RP11-231L11.3 chr3 140972744 140973255 + -ENSG00000175093.4 SPSB4 chr3 141051402 141148611 + -ENSG00000251270.1 RP11-231L11.1 chr3 141115124 141124182 - -ENSG00000155893.11 PXYLP1 chr3 141228726 141294906 + -ENSG00000241400.1 RP11-764I5.1 chr3 141258418 141258779 + -ENSG00000249417.1 RP11-438D8.2 chr3 141267353 141367137 - -ENSG00000249540.1 RP11-789L4.1 chr3 141307612 141307933 - -ENSG00000177311.10 ZBTB38 chr3 141324213 141449792 + -ENSG00000215606.4 KRT18P35 chr3 141470634 141471902 - -ENSG00000155903.11 RASA2 chr3 141487047 141615342 + -ENSG00000280530.1 AC010184.1 chr3 141487181 141487424 - -ENSG00000250170.1 RASA2-IT1 chr3 141525133 141526121 + -ENSG00000249986.1 YWHAQP6 chr3 141600276 141600579 - -ENSG00000242104.3 RP11-340E6.1 chr3 141663199 141721073 + -ENSG00000241899.1 TPT1P3 chr3 141709016 141709832 - -ENSG00000241526.1 RP11-144C9.1 chr3 141724425 141724526 + -ENSG00000114125.13 RNF7 chr3 141738204 141747560 + -ENSG00000114124.2 GRK7 chr3 141778148 141818490 + -ENSG00000265391.1 AC112504.1 chr3 141787911 141788009 + -ENSG00000228398.3 HMGN2P25 chr3 141865012 141865279 - -ENSG00000069849.10 ATP1B3 chr3 141876124 141926514 + -ENSG00000200389.1 RNU6-509P chr3 141902924 141903030 - -ENSG00000244124.1 ATP1B3-AS1 chr3 141918252 141919021 - -ENSG00000279147.1 RP11-271K21.12 chr3 141936707 141938547 - -ENSG00000114126.17 TFDP2 chr3 141944428 142149544 - -ENSG00000233597.3 RP11-343B5.1 chr3 142043623 142044198 - -ENSG00000206604.1 RNU6-425P chr3 142145454 142145555 + -ENSG00000175066.15 GK5 chr3 142157527 142225607 - -ENSG00000114127.10 XRN1 chr3 142306607 142448062 - -ENSG00000251804.1 RNU6-1294P chr3 142407657 142407737 - -ENSG00000202125.1 RNU1-100P chr3 142420205 142420369 - -ENSG00000175054.14 ATR chr3 142449235 142578826 - -ENSG00000242479.1 RP11-383G6.4 chr3 142450102 142452149 + -ENSG00000244327.1 RP11-383G6.3 chr3 142465315 142472337 - -ENSG00000242390.1 RPL6P9 chr3 142580910 142582399 + -ENSG00000252745.1 RNA5SP143 chr3 142591677 142591791 - -ENSG00000120756.12 PLS1 chr3 142596387 142713664 + -ENSG00000239641.1 PLS1-AS1 chr3 142654784 142656745 - -ENSG00000199319.1 RN7SKP25 chr3 142673597 142673904 + -ENSG00000144935.14 TRPC1 chr3 142724074 142807888 + -ENSG00000251787.1 RNU7-47P chr3 142801207 142801268 + -ENSG00000163710.7 PCOLCE2 chr3 142815922 142889203 - -ENSG00000240950.1 RP11-372E1.1 chr3 142827096 142827728 - -ENSG00000243818.4 RP11-372E1.4 chr3 142926675 142942534 + -ENSG00000188582.8 PAQR9 chr3 142949164 142963682 - -ENSG00000241592.1 RP11-372E1.7 chr3 142960372 142960543 + -ENSG00000241570.8 PAQR9-AS1 chr3 142960650 143001559 + -ENSG00000163714.17 U2SURP chr3 142964497 143060546 + -ENSG00000268129.1 RP11-91G21.1 chr3 143000907 143001467 - -ENSG00000243733.1 RP11-80H8.3 chr3 143111802 143112359 + -ENSG00000175040.5 CHST2 chr3 143119331 143124014 + -ENSG00000241679.2 RP11-80H8.4 chr3 143123362 143131893 + -ENSG00000211483.2 AC018450.1 chr3 143165648 143165737 + -ENSG00000244171.4 PBX2P1 chr3 143176327 143177617 + -ENSG00000181804.14 SLC9A9 chr3 143265222 143848531 - -ENSG00000240888.1 RP13-635I23.3 chr3 143313067 143314429 - -ENSG00000240012.1 SLC9A9-AS1 chr3 143342246 143347071 + -ENSG00000244493.1 SLC9A9-AS2 chr3 143381338 143382161 + -ENSG00000243033.2 GAPDHP47 chr3 143503275 143504273 - -ENSG00000243759.1 ST13P15 chr3 143517123 143518229 - -ENSG00000248374.1 RP11-501M7.1 chr3 143620528 143627690 + -ENSG00000235110.5 RP11-8J23.1 chr3 143855739 143856142 - -ENSG00000181744.8 C3orf58 chr3 143971798 144048719 + -ENSG00000222778.1 RNA5SP144 chr3 144186905 144187020 - -ENSG00000280397.1 RP11-42F12.1 chr3 144442211 144445844 - -ENSG00000244024.1 LARP7P4 chr3 145523538 145524415 + -ENSG00000241695.1 GM2AP1 chr3 145684572 145685092 + -ENSG00000239797.1 RPL21P39 chr3 145824257 145824739 - -ENSG00000273810.1 AC055758.1 chr3 145897286 145897374 + -ENSG00000244358.1 RP11-88H10.2 chr3 145939912 145961536 + -ENSG00000240095.1 RP11-88H10.3 chr3 145961755 145963623 + -ENSG00000261051.1 RP11-274H2.5 chr3 146059585 146061679 - -ENSG00000243415.2 RP11-274H2.2 chr3 146064042 146105204 + -ENSG00000240032.1 RP11-274H2.3 chr3 146066344 146069185 - -ENSG00000152952.11 PLOD2 chr3 146069440 146163653 - -ENSG00000114698.14 PLSCR4 chr3 146192339 146251179 - -ENSG00000243596.1 RP11-758I14.2 chr3 146342996 146348480 - -ENSG00000241358.1 RP11-758I14.3 chr3 146391363 146416603 - -ENSG00000163746.11 PLSCR2 chr3 146391421 146495991 - -ENSG00000279320.1 RP11-329N15.3 chr3 146504570 146506560 - -ENSG00000188313.12 PLSCR1 chr3 146515180 146544864 - -ENSG00000199812.1 RNU6-428P chr3 146571477 146571583 + -ENSG00000231213.6 PLSCR5 chr3 146576555 146606216 - -ENSG00000241457.1 PLSCR5-AS1 chr3 146589602 146590325 + -ENSG00000243620.1 RP11-649A16.1 chr3 146909685 147370656 - -ENSG00000242671.1 RP11-232M24.1 chr3 146921923 146925218 + -ENSG00000207156.1 RNU6-505P chr3 146996607 146996713 - -ENSG00000239412.1 RPL21P71 chr3 147276768 147277252 + -ENSG00000174963.17 ZIC4 chr3 147386046 147406860 - -ENSG00000241202.1 ZIC4-AS1 chr3 147386967 147387453 + -ENSG00000152977.9 ZIC1 chr3 147393422 147510293 + -ENSG00000240804.1 NPM1P28 chr3 147590996 147591835 - -ENSG00000239661.1 RP11-78O22.1 chr3 147844123 147846657 - -ENSG00000221431.1 AC092925.1 chr3 147911406 147911501 - -ENSG00000239922.1 RP11-71N10.1 chr3 147940004 148006755 + -ENSG00000241131.1 RP11-639B1.1 chr3 148078159 148088029 + -ENSG00000221457.2 AC092958.1 chr3 148080833 148080922 - -ENSG00000241792.1 RP11-501O2.1 chr3 148093175 148127233 + -ENSG00000244650.2 RP11-501O2.3 chr3 148160911 148226606 + -ENSG00000205412.5 HNRNPA1P20 chr3 148166344 148167298 - -ENSG00000243347.1 RP11-501O2.4 chr3 148195729 148280098 - -ENSG00000242440.1 RP11-501O2.5 chr3 148280891 148399956 + -ENSG00000241993.1 RPL38P1 chr3 148695994 148696204 - -ENSG00000144891.17 AGTR1 chr3 148697784 148743008 + -ENSG00000153002.11 CPB1 chr3 148791102 148860187 + -ENSG00000244089.1 HMGB1P30 chr3 148824782 148825387 - -ENSG00000240521.1 RP11-680B3.2 chr3 148850933 148960112 - -ENSG00000163751.3 CPA3 chr3 148865256 148897196 + -ENSG00000241627.3 UBQLN4P1 chr3 148985868 148987668 - -ENSG00000163754.17 GYG1 chr3 148991341 149027668 + -ENSG00000071794.15 HLTF chr3 149030127 149086554 - -ENSG00000239718.1 HLTF-AS1 chr3 149086332 149102823 + -ENSG00000201031.1 Y_RNA chr3 149094353 149094462 - -ENSG00000240511.1 MED28P2 chr3 149099499 149099815 - -ENSG00000163755.8 HPS3 chr3 149129584 149173732 + -ENSG00000047457.13 CP chr3 149162410 149222055 - -ENSG00000240216.7 CPHL1P chr3 149229356 149291800 - -ENSG00000244468.1 RP11-206M11.7 chr3 149284782 149333653 + -ENSG00000163762.6 TM4SF18 chr3 149318498 149334414 - -ENSG00000243822.1 RP11-2G17.1 chr3 149357169 149357545 - -ENSG00000169908.10 TM4SF1 chr3 149369022 149377865 - -ENSG00000240541.2 TM4SF1-AS1 chr3 149377778 149386583 + -ENSG00000243885.1 RP11-278L15.2 chr3 149384179 149385800 - -ENSG00000240246.1 RP11-167H9.1 chr3 149433044 149433274 - -ENSG00000241929.1 RP11-278L15.3 chr3 149462182 149464830 - -ENSG00000282502.1 RP11-278L15.7 chr3 149463779 149464114 - -ENSG00000239408.1 RP11-278L15.4 chr3 149464839 149465201 - -ENSG00000169903.6 TM4SF4 chr3 149473974 149503281 + -ENSG00000244503.1 RP11-278L15.6 chr3 149494660 149495995 + -ENSG00000018408.14 WWTR1 chr3 149517235 149736714 - -ENSG00000252581.1 RNU6-1098P chr3 149525631 149525726 + -ENSG00000241985.1 WWTR1-IT1 chr3 149648997 149650184 - -ENSG00000241313.2 WWTR1-AS1 chr3 149657020 149661364 + -ENSG00000114744.8 COMMD2 chr3 149738470 149752499 - -ENSG00000206199.9 ANKUB1 chr3 149761105 149968385 - -ENSG00000281611.1 AC069216.1 chr3 149766814 149766883 + -ENSG00000251854.1 RNU6-507P chr3 149779009 149779108 - -ENSG00000082996.19 RNF13 chr3 149812708 149962139 + -ENSG00000252172.1 RNU6-720P chr3 149917342 149917449 - -ENSG00000239351.1 NPM1P29 chr3 149938997 149939799 - -ENSG00000070087.13 PFN2 chr3 149964904 150050788 - -ENSG00000242791.2 RP11-651P23.5 chr3 149976755 149979355 + -ENSG00000224831.3 RP11-651P23.4 chr3 149982181 149983308 - -ENSG00000182000.9 RP11-651P23.2 chr3 149984395 149984797 + -ENSG00000241947.1 HNRNPA1P24 chr3 149999645 150000690 + -ENSG00000243944.5 RP11-167H9.4 chr3 150039214 150213726 + -ENSG00000240477.1 RP11-63E16.1 chr3 150050729 150051456 + -ENSG00000243321.3 RP11-167H9.3 chr3 150077494 150080117 - -ENSG00000241143.1 RPL32P9 chr3 150150538 150150944 + -ENSG00000241048.1 RP11-167H9.5 chr3 150202174 150225190 - -ENSG00000244541.5 LINC01213 chr3 150238519 150240209 + -ENSG00000278234.1 U2 chr3 150241777 150241860 + -ENSG00000243550.2 LINC01214 chr3 150265412 150287373 - -ENSG00000196428.12 TSC22D2 chr3 150408335 150466431 + -ENSG00000120742.10 SERP1 chr3 150541994 150603228 - -ENSG00000144895.11 EIF2A chr3 150546678 150584242 + -ENSG00000198843.12 SELT chr3 150602875 150630445 + -ENSG00000271711.1 RP11-392O18.2 chr3 150611262 150611877 - -ENSG00000163645.14 ERICH6 chr3 150659885 150703971 - -ENSG00000240137.5 ERICH6-AS1 chr3 150703564 150720146 + -ENSG00000244668.1 SNRPCP3 chr3 150719997 150720836 - -ENSG00000181788.3 SIAH2 chr3 150741127 150763477 - -ENSG00000244265.1 SIAH2-AS1 chr3 150761937 150762538 + -ENSG00000280141.1 AC016142.1 chr3 150819598 150819972 + -ENSG00000239265.5 CLRN1-AS1 chr3 150852484 151080726 + -ENSG00000214237.9 RP11-166N6.1 chr3 150871045 150891060 - -ENSG00000260234.5 RP11-166N6.3 chr3 150882997 150941743 - -ENSG00000243273.1 RP11-166N6.2 chr3 150890636 151038818 + -ENSG00000244382.1 RP11-373I8.1 chr3 150901154 150903394 - -ENSG00000163646.10 CLRN1 chr3 150926163 150972999 - -ENSG00000281338.1 AC020636.1 chr3 151024046 151024181 + -ENSG00000276055.1 CLRN1-AS1 chr3 151079506 151079584 + -ENSG00000144893.12 MED12L chr3 151085697 151437072 + -ENSG00000199994.1 RNA5SP145 chr3 151188099 151188223 + -ENSG00000174946.6 GPR171 chr3 151197832 151203201 - -ENSG00000174944.8 P2RY14 chr3 151212117 151278467 - -ENSG00000264327.2 AC078816.1 chr3 151235948 151236036 + -ENSG00000239570.1 SETP11 chr3 151269440 151270129 + -ENSG00000138271.5 GPR87 chr3 151294086 151316952 - -ENSG00000181631.6 P2RY13 chr3 151326312 151329548 - -ENSG00000169313.9 P2RY12 chr3 151337380 151384812 - -ENSG00000152580.8 IGSF10 chr3 151425384 151458709 - -ENSG00000242810.1 MRPL42P6 chr3 151475804 151476174 - -ENSG00000242119.1 RP11-312P21.2 chr3 151499639 151499806 + -ENSG00000264330.1 MIR5186 chr3 151565876 151565995 - -ENSG00000222833.1 AC069067.1 chr3 151634350 151634463 + -ENSG00000241151.1 RP11-454C18.1 chr3 151637174 151657966 + -ENSG00000197953.5 AADACL2 chr3 151733916 151761339 + -ENSG00000242908.6 AADACL2-AS1 chr3 151751443 151928175 - -ENSG00000242097.1 RP11-64D22.1 chr3 151759747 151762011 - -ENSG00000240602.7 AADACP1 chr3 151770428 151784894 + -ENSG00000250271.1 RP11-64D22.5 chr3 151797484 151808249 + -ENSG00000114771.13 AADAC chr3 151814037 151828488 + -ENSG00000198829.6 SUCNR1 chr3 151873643 151884619 + -ENSG00000239941.1 RP11-246A10.1 chr3 152118173 152151724 - -ENSG00000152601.17 MBNL1 chr3 152243828 152465780 + -ENSG00000229619.3 MBNL1-AS1 chr3 152262616 152269555 - -ENSG00000221962.4 TMEM14E chr3 152340527 152340904 - -ENSG00000201217.1 Y_RNA chr3 152449272 152449384 + -ENSG00000243305.1 RP11-362A9.3 chr3 152457759 152496813 - -ENSG00000244545.1 RP11-788A4.1 chr3 152648146 152650447 + -ENSG00000242561.1 ATP5LP5 chr3 152800434 152800732 - -ENSG00000169860.6 P2RY1 chr3 152834693 152841439 + -ENSG00000273789.1 AC013251.1 chr3 152919730 152919796 - -ENSG00000241810.1 HMGN2P13 chr3 153067278 153067551 + -ENSG00000241671.1 RP11-529G21.3 chr3 153129074 153129640 - -ENSG00000244268.1 RP11-529G21.2 chr3 153156511 153161775 - -ENSG00000181467.3 RAP2B chr3 153162270 153167173 + -ENSG00000265813.2 RN7SL300P chr3 153199700 153200017 - -ENSG00000241220.1 RP11-292E2.1 chr3 153357107 153374186 + -ENSG00000241912.1 RP11-292E2.2 chr3 153376831 153377562 + -ENSG00000238755.3 RP11-23D24.2 chr3 153384934 153980186 - -ENSG00000243012.1 RP11-292E2.4 chr3 153431856 153443531 + -ENSG00000207323.1 RNU6-901P chr3 153471466 153471571 - -ENSG00000237787.4 C3orf79 chr3 153484495 153502697 + -ENSG00000200162.1 Y_RNA chr3 153607377 153607479 + -ENSG00000243486.1 RP11-217E22.5 chr3 153881526 153940836 + -ENSG00000201398.1 U8 chr3 154007367 154007502 - -ENSG00000240068.1 RPL21P42 chr3 154023835 154024298 + -ENSG00000243069.7 ARHGEF26-AS1 chr3 154024401 154121332 - -ENSG00000114790.12 ARHGEF26 chr3 154121003 154257827 + -ENSG00000174953.13 DHX36 chr3 154272546 154324497 - -ENSG00000271922.1 snoU13 chr3 154329716 154329819 + -ENSG00000279305.1 RP11-316N24.2 chr3 154334809 154337047 - -ENSG00000174948.5 GPR149 chr3 154337672 154429715 - -ENSG00000240048.1 DDX50P2 chr3 154352136 154354799 - -ENSG00000243861.1 RP11-656A15.1 chr3 154511535 154539309 - -ENSG00000243154.1 CTD-2501O3.2 chr3 154651656 154652423 - -ENSG00000242151.1 DYNLL1P5 chr3 154657294 154657563 + -ENSG00000240601.1 RPL9P15 chr3 154676588 154677119 - -ENSG00000243969.1 RP11-439C8.1 chr3 154827016 154861017 - -ENSG00000243953.1 RP11-439C8.2 chr3 154969283 154970223 - -ENSG00000196549.10 MME chr3 155024124 155183729 + -ENSG00000240666.2 MME-AS1 chr3 155158370 155183285 - -ENSG00000241336.1 LINC01487 chr3 155240945 155243144 + -ENSG00000240045.1 RP11-451G4.2 chr3 155290229 155293775 - -ENSG00000242790.1 RP11-451G4.3 chr3 155291188 155294176 + -ENSG00000239443.1 PABPC1P10 chr3 155309427 155309807 - -ENSG00000114805.16 PLCH1 chr3 155375580 155745067 - -ENSG00000248772.1 RP11-639F1.1 chr3 155375683 155375790 - -ENSG00000243518.1 RP11-639F1.2 chr3 155401329 155403399 - -ENSG00000242152.1 RP11-639F1.3 chr3 155431229 155433398 - -ENSG00000272096.2 RN7SL715P chr3 155437538 155437823 - -ENSG00000239508.1 PLCH1-AS1 chr3 155449184 155457753 + -ENSG00000242925.1 PLCH1-AS2 chr3 155485803 155487121 + -ENSG00000239212.2 RPL6P7 chr3 155657760 155658612 + -ENSG00000214919.3 RP11-674E16.4 chr3 155742142 155743726 - -ENSG00000241307.1 RP11-674E16.1 chr3 155760617 155761217 + -ENSG00000174928.15 C3orf33 chr3 155762617 155806351 - -ENSG00000169359.13 SLC33A1 chr3 155821024 155854429 - -ENSG00000163655.15 GMPS chr3 155870536 155944026 + -ENSG00000240489.1 SETP14 chr3 155987304 155988176 + -ENSG00000174930.4 VN2R1P chr3 156019646 156037647 + -ENSG00000169282.17 KCNAB1 chr3 156037701 156539138 + -ENSG00000242017.1 ALG1L15P chr3 156044155 156044948 - -ENSG00000242537.1 MRE11B chr3 156111432 156114198 - -ENSG00000227709.4 RP11-118D22.3 chr3 156175852 156176911 - -ENSG00000240596.1 KCNAB1-AS2 chr3 156215560 156227883 - -ENSG00000242370.1 KCNAB1-AS1 chr3 156441157 156446905 - -ENSG00000272990.1 RP11-305K5.1 chr3 156523740 156524247 - -ENSG00000114850.6 SSR3 chr3 156540140 156555184 - -ENSG00000243926.1 TIPARP-AS1 chr3 156671862 156674378 - -ENSG00000163659.12 TIPARP chr3 156673235 156706770 + -ENSG00000174912.7 METTL15P1 chr3 156713884 156714928 - -ENSG00000240875.5 LINC00886 chr3 156747346 156817062 - -ENSG00000230457.3 PA2G4P4 chr3 156809551 156810732 - -ENSG00000197980.11 LEKR1 chr3 156825481 157046129 + -ENSG00000241879.1 KLF3P2 chr3 156977558 156977825 + -ENSG00000239706.1 RP11-6F2.3 chr3 156988117 156988712 - -ENSG00000222499.1 RN7SKP177 chr3 157017342 157017696 + -ENSG00000243629.1 LINC00880 chr3 157081667 157123004 - -ENSG00000241544.1 RP11-6F2.5 chr3 157081841 157088547 + -ENSG00000241135.5 LINC00881 chr3 157089881 157101135 + -ENSG00000163660.11 CCNL1 chr3 157146508 157160760 - -ENSG00000201778.1 Y_RNA chr3 157153548 157153640 + -ENSG00000244515.1 KRT18P34 chr3 157162663 157163932 - -ENSG00000241770.1 RP11-555M1.3 chr3 157163452 157169133 + -ENSG00000222675.1 RNA5SP146 chr3 157173918 157174040 - -ENSG00000243176.5 RP11-550I24.2 chr3 157175223 157381265 + -ENSG00000270981.1 RP11-550I24.3 chr3 157230320 157231208 - -ENSG00000197415.11 VEPH1 chr3 157259742 157533619 - -ENSG00000280625.1 AC092944.1 chr3 157371476 157371601 - -ENSG00000163661.3 PTX3 chr3 157436789 157443628 + -ENSG00000174899.10 PQLC2L chr3 157543246 157677749 + -ENSG00000251751.1 RN7SKP46 chr3 157930492 157930725 - -ENSG00000239716.1 RP11-290K4.1 chr3 157976561 157978136 - -ENSG00000242536.1 RP11-290K4.2 chr3 158016216 158088997 - -ENSG00000168779.19 SHOX2 chr3 158095954 158106503 - -ENSG00000174891.12 RSRC1 chr3 158105855 158545730 + -ENSG00000241723.1 RP11-113A11.1 chr3 158275809 158276421 - -ENSG00000277143.1 RP11-113A11.3 chr3 158336430 158336777 - -ENSG00000243314.1 RP11-538P18.1 chr3 158496561 158496934 + -ENSG00000243150.5 RP11-538P18.2 chr3 158545220 158571066 - -ENSG00000178053.17 MLF1 chr3 158571163 158607252 + -ENSG00000243025.1 MTAPP1 chr3 158609610 158610857 - -ENSG00000243165.1 RP11-79M21.3 chr3 158626656 158626849 - -ENSG00000168827.14 GFM1 chr3 158644278 158692575 + -ENSG00000079257.7 LXN chr3 158645822 158672693 - -ENSG00000272087.1 RP11-379F4.7 chr3 158693120 158693768 - -ENSG00000272440.1 RP11-379F4.6 chr3 158695367 158695581 + -ENSG00000118849.9 RARRES1 chr3 158696892 158732696 - -ENSG00000118855.18 MFSD1 chr3 158732198 158829719 + -ENSG00000240207.6 RP11-379F4.4 chr3 158732263 158784070 + -ENSG00000243675.1 RP11-379F4.1 chr3 158763431 158763753 + -ENSG00000271778.1 RP11-379F4.8 chr3 158782547 158783124 + -ENSG00000272247.1 RP11-379F4.9 chr3 158801257 158801935 - -ENSG00000232374.5 GPR79 chr3 158841093 158841960 - -ENSG00000279311.1 RP11-170K4.2 chr3 158869898 158871821 + -ENSG00000250588.6 IQCJ-SCHIP1 chr3 158962235 159897366 + -ENSG00000214216.10 IQCJ chr3 158962928 159266307 + -ENSG00000263634.1 MIR3919 chr3 159282646 159282734 + -ENSG00000244249.1 RP11-441M10.1 chr3 159386756 159387440 - -ENSG00000243116.1 RP11-564C24.1 chr3 159721524 159722401 - -ENSG00000241211.1 IQCJ-SCHIP1-AS1 chr3 159765387 159768612 - -ENSG00000252763.1 RNU2-31P chr3 159808416 159808570 - -ENSG00000264146.1 AC021654.1 chr3 159822612 159822695 - -ENSG00000151967.18 SCHIP1 chr3 159839861 159897360 + -ENSG00000244040.5 IL12A-AS1 chr3 159913400 160225299 - -ENSG00000168811.6 IL12A chr3 159988750 159996019 + -ENSG00000242107.2 LINC01100 chr3 160016024 160031423 + -ENSG00000184100.6 BRD7P2 chr3 160100850 160102793 + -ENSG00000180044.4 C3orf80 chr3 160225636 160228213 + -ENSG00000248710.1 RP11-432B6.3 chr3 160227454 160449829 - -ENSG00000068885.14 IFT80 chr3 160256986 160399880 - -ENSG00000243687.1 RP11-432B6.1 chr3 160342685 160343015 + -ENSG00000113810.15 SMC4 chr3 160399274 160434962 + -ENSG00000207779.1 MIR15B chr3 160404588 160404685 + -ENSG00000198987.1 MIR16-2 chr3 160404745 160404825 + -ENSG00000213186.7 TRIM59 chr3 160432445 160485773 - -ENSG00000244009.1 B3GAT3P1 chr3 160452598 160453403 + -ENSG00000238427.1 RNU7-136P chr3 160472348 160472416 - -ENSG00000186432.8 KPNA4 chr3 160494995 160565588 - -ENSG00000238741.1 SCARNA7 chr3 160514907 160515236 - -ENSG00000229320.3 KRT8P12 chr3 160565447 160569248 + -ENSG00000242285.1 RPL6P8 chr3 160584945 160585787 + -ENSG00000179674.3 ARL14 chr3 160677159 160678452 + -ENSG00000207084.1 SNORA72 chr3 160696929 160697060 + -ENSG00000260572.1 RP11-16N11.2 chr3 160753428 160755142 - -ENSG00000163590.13 PPM1L chr3 160755602 161078907 + -ENSG00000169255.13 B3GALNT1 chr3 161083883 161105384 - -ENSG00000169251.12 NMD3 chr3 161104696 161253532 + -ENSG00000271052.1 RP11-479I16.2 chr3 161222911 161223147 - -ENSG00000240138.1 EEF1GP4 chr3 161324913 161326219 - -ENSG00000243838.1 PSMC1P7 chr3 161328924 161330238 - -ENSG00000196542.8 SPTSSB chr3 161344792 161372880 - -ENSG00000240567.1 RP11-3P17.4 chr3 161426427 161448242 + -ENSG00000269888.1 RP11-3P17.5 chr3 161429112 161429613 + -ENSG00000234851.4 RPL23AP42 chr3 161429127 161429597 - -ENSG00000182447.4 OTOL1 chr3 161496808 161503942 + -ENSG00000240354.1 RP11-774I5.1 chr3 161816909 161821908 - -ENSG00000241874.1 TOMM22P6 chr3 162486541 162486949 - -ENSG00000243044.1 RP13-526J3.1 chr3 162601627 162601792 + -ENSG00000241168.1 RP11-10O22.1 chr3 163026396 163232149 + -ENSG00000244571.1 RP11-535I24.2 chr3 163115429 163116186 + -ENSG00000241369.5 LINC01192 chr3 163127923 163361563 - -ENSG00000238924.2 RNU7-163P chr3 163470205 163470266 - -ENSG00000240792.1 RP11-418B12.1 chr3 163475067 163479365 + -ENSG00000265090.1 AC104637.1 chr3 163516402 163516487 - -ENSG00000214210.4 RP11-208P4.1 chr3 164001606 164002465 - -ENSG00000221251.1 MIR1263 chr3 164171471 164171556 - -ENSG00000241636.1 LINC01323 chr3 164670878 164686076 - -ENSG00000241767.2 LINC01324 chr3 164714095 164831480 - -ENSG00000090402.7 SI chr3 164978898 165078495 - -ENSG00000200052.1 Y_RNA chr3 165122713 165122823 - -ENSG00000239205.1 RP11-747D18.1 chr3 165150006 165158062 - -ENSG00000121871.3 SLITRK3 chr3 165186720 165197109 - -ENSG00000244128.5 LINC01322 chr3 165206960 165655423 + -ENSG00000114200.9 BCHE chr3 165772904 165837472 - -ENSG00000242178.1 MTND4P17 chr3 166160021 166160370 - -ENSG00000240084.1 RP11-12N13.6 chr3 166160414 166160704 - -ENSG00000240824.1 MTND3P7 chr3 166160777 166161119 - -ENSG00000242456.1 RP11-12N13.4 chr3 166161203 166161968 - -ENSG00000242326.1 RP11-12N13.2 chr3 166181313 166181820 - -ENSG00000244429.1 RP11-12N13.1 chr3 166293756 166294353 + -ENSG00000244321.1 LINC01326 chr3 166569693 166570763 - -ENSG00000274149.1 RP11-450H5.4 chr3 166605188 166605455 + -ENSG00000251759.1 RN7SKP298 chr3 166670029 166670122 - -ENSG00000224962.4 PSAT1P4 chr3 166691187 166691712 + -ENSG00000240458.1 RP11-450H5.3 chr3 166721458 166721610 + -ENSG00000231516.3 CBX1P5 chr3 166811009 166811567 + -ENSG00000276661.1 AC128686.1 chr3 166829227 166829294 + -ENSG00000240033.1 RP11-12K11.2 chr3 166835021 166844956 - -ENSG00000239227.1 RP11-12K11.1 chr3 166861944 166862110 + -ENSG00000215922.1 AC092965.1 chr3 167025413 167025499 + -ENSG00000220343.5 RP11-440K22.1 chr3 167065831 167066320 + -ENSG00000169064.12 ZBBX chr3 167240287 167381346 - -ENSG00000241669.1 LINC01327 chr3 167392796 167408519 + -ENSG00000114204.14 SERPINI2 chr3 167441789 167479004 - -ENSG00000174776.10 WDR49 chr3 167478684 167653983 - -ENSG00000114209.14 PDCD10 chr3 167683298 167734939 - -ENSG00000241120.1 HMGN1P8 chr3 167694355 167694642 - -ENSG00000163536.12 SERPINI1 chr3 167735243 167825568 + -ENSG00000242924.1 RP11-298O21.6 chr3 167864773 167876917 + -ENSG00000244214.1 RP11-298O21.7 chr3 167864849 167866614 + -ENSG00000244706.2 RP11-298O21.3 chr3 167866500 167870977 - -ENSG00000240292.1 RP11-298O21.2 chr3 167866635 167883382 + -ENSG00000239238.1 MEMO1P3 chr3 167888414 167888715 + -ENSG00000244227.5 LINC01330 chr3 167895948 167924011 + -ENSG00000242036.1 RP11-603B13.1 chr3 167956311 167956616 - -ENSG00000241203.1 HMGN2P26 chr3 167958744 167959082 + -ENSG00000173905.8 GOLIM4 chr3 168008677 168095975 - -ENSG00000266363.1 AC069243.1 chr3 168203509 168203600 + -ENSG00000206120.11 EGFEM1P chr3 168249522 168830599 + -ENSG00000241882.1 RP11-637O11.2 chr3 168288553 168291228 + -ENSG00000222357.1 RNU2-20P chr3 168475198 168475388 + -ENSG00000207717.1 MIR551B chr3 168551854 168551949 + -ENSG00000226765.1 RP11-694D5.1 chr3 168666559 168667423 + -ENSG00000231688.1 RPL21P43 chr3 168858659 168859130 - -ENSG00000242268.2 RP11-368I23.2 chr3 168903366 168921996 + -ENSG00000272797.1 RP11-368I23.3 chr3 168927475 168927919 + -ENSG00000273177.1 RP11-368I23.4 chr3 168928169 168928598 + -ENSG00000241383.1 RP11-152C17.1 chr3 169003074 169005466 + -ENSG00000085276.17 MECOM chr3 169083499 169663618 - -ENSG00000241479.1 RP11-641D5.2 chr3 169447867 169477052 + -ENSG00000213178.3 RP11-641D5.1 chr3 169483671 169484080 - -ENSG00000281137.1 AC074033.1 chr3 169483709 169483946 + -ENSG00000242795.2 RP11-3K16.2 chr3 169613510 169623951 - -ENSG00000244381.1 RP11-3K16.1 chr3 169709295 169709765 + -ENSG00000206777.1 RNU6-637P chr3 169720187 169720293 - -ENSG00000270141.3 TERC chr3 169764520 169765060 - -ENSG00000277925.1 Telomerase-vert chr3 169764610 169765047 - -ENSG00000184378.2 ACTRT3 chr3 169766921 169769895 - -ENSG00000269889.1 RP11-816J6.3 chr3 169769649 169772043 + -ENSG00000085274.15 MYNN chr3 169772831 169789716 + -ENSG00000269984.1 RP11-362K14.5 chr3 169777192 169780334 - -ENSG00000171757.15 LRRC34 chr3 169793428 169812986 - -ENSG00000270135.1 RP11-362K14.7 chr3 169793495 169793966 + -ENSG00000270096.1 RP11-362K14.6 chr3 169794962 169796213 + -ENSG00000188306.6 LRRIQ4 chr3 169821922 169837775 + -ENSG00000114248.9 LRRC31 chr3 169839179 169869930 - -ENSG00000240128.1 KRT18P43 chr3 169902980 169904260 - -ENSG00000187033.9 SAMD7 chr3 169911572 169939175 + -ENSG00000244039.1 RP11-379K17.2 chr3 169931998 169933229 + -ENSG00000239219.2 RP11-379K17.4 chr3 169939353 169966734 - -ENSG00000244193.1 RP11-379K17.5 chr3 169945987 169946754 - -ENSG00000008952.16 SEC62 chr3 169966635 169998373 + -ENSG00000240373.1 SEC62-AS1 chr3 169978536 169985715 - -ENSG00000173890.16 GPR160 chr3 170037929 170085403 + -ENSG00000201342.1 RNU4-38P chr3 170057301 170057429 + -ENSG00000242583.1 RP11-379K17.9 chr3 170062244 170062951 + -ENSG00000173889.15 PHC3 chr3 170086732 170181749 - -ENSG00000268220.1 RP11-379K17.12 chr3 170087810 170089590 + -ENSG00000199536.1 RNU6-315P chr3 170149845 170149951 + -ENSG00000163558.12 PRKCI chr3 170222365 170305981 + -ENSG00000200118.1 Y_RNA chr3 170244782 170244881 + -ENSG00000239628.1 RP11-543D10.2 chr3 170345678 170353961 + -ENSG00000136603.13 SKIL chr3 170357678 170396835 + -ENSG00000242578.1 RP11-469J4.3 chr3 170410512 170418615 + -ENSG00000013297.10 CLDN11 chr3 170418865 170860380 + -ENSG00000013293.5 SLC7A14 chr3 170459584 170586074 - -ENSG00000241416.1 KRT8P13 chr3 170495627 170496636 + -ENSG00000281375.1 AC008041.1 chr3 170496131 170496263 - -ENSG00000213174.3 RP11-373E16.1 chr3 170653846 170654259 - -ENSG00000244738.1 RP11-373E16.3 chr3 170656562 170662123 + -ENSG00000239739.1 RP11-373E16.4 chr3 170740351 170741365 - -ENSG00000163584.17 RPL22L1 chr3 170864875 170870483 - -ENSG00000163577.7 EIF5A2 chr3 170888415 170908693 - -ENSG00000240704.1 KLF7P1 chr3 170952850 170953897 - -ENSG00000199488.1 RNU1-70P chr3 170994870 170995033 - -ENSG00000163581.13 SLC2A2 chr3 170996348 171026750 - -ENSG00000154310.16 TNIK chr3 171061339 171460408 - -ENSG00000207963.1 MIR569 chr3 171106664 171106759 - -ENSG00000222506.1 Y_RNA chr3 171439526 171439627 + -ENSG00000279673.1 RP11-185E8.2 chr3 171460612 171462256 + -ENSG00000240497.2 RP11-185E8.1 chr3 171468084 171469633 + -ENSG00000207114.1 RNU6-348P chr3 171504245 171504351 - -ENSG00000234594.1 RP11-263C16.2 chr3 171534423 171534615 + -ENSG00000075651.15 PLD1 chr3 171600405 171810950 - -ENSG00000186329.9 TMEM212 chr3 171843349 171938715 + -ENSG00000234717.1 TMEM212-AS1 chr3 171876352 171900740 - -ENSG00000235943.1 TMEM212-IT1 chr3 171894436 171895240 + -ENSG00000281752.1 AC055714.1 chr3 171978374 171978518 - -ENSG00000075420.12 FNDC3B chr3 172039628 172401665 + -ENSG00000237483.1 RP11-423E7.1 chr3 172225428 172225872 - -ENSG00000243398.3 RN7SL141P chr3 172237326 172237591 + -ENSG00000279862.1 RP11-423E7.2 chr3 172301654 172303052 - -ENSG00000236686.1 BZW1P1 chr3 172425850 172427089 - -ENSG00000121853.3 GHSR chr3 172445133 172448456 - -ENSG00000121858.10 TNFSF10 chr3 172505508 172523507 - -ENSG00000224611.1 AC007919.18 chr3 172522228 172522444 + -ENSG00000280600.1 AC007919.2 chr3 172548493 172548628 - -ENSG00000223387.6 RP11-408H1.3 chr3 172560888 172595607 - -ENSG00000224426.1 SLC31A1P1 chr3 172603440 172604006 - -ENSG00000144959.9 NCEH1 chr3 172630249 172711218 - -ENSG00000264711.1 AC007919.1 chr3 172671559 172671639 - -ENSG00000231384.1 AC007919.19 chr3 172680714 172681224 + -ENSG00000252082.1 RNU6-547P chr3 172703124 172703225 + -ENSG00000114346.13 ECT2 chr3 172750682 172821474 + -ENSG00000200355.1 SNORA72 chr3 172771277 172771405 - -ENSG00000201458.1 RNU4-4P chr3 172796429 172796558 - -ENSG00000280919.1 AC108667.1 chr3 172826192 172826261 - -ENSG00000227440.1 ATP5G1P4 chr3 172828736 172829176 - -ENSG00000237501.1 RP11-816B4.1 chr3 172830981 172831229 - -ENSG00000144962.6 SPATA16 chr3 172889358 173141268 - -ENSG00000237473.1 RP11-324C10.1 chr3 173153737 173336965 + -ENSG00000169760.17 NLGN1 chr3 173396284 174286644 + -ENSG00000237645.1 RP11-521A24.1 chr3 173644231 173644711 + -ENSG00000228213.5 NLGN1-AS1 chr3 173910498 173920796 - -ENSG00000252982.1 RN7SKP234 chr3 174057641 174057864 + -ENSG00000232601.1 RP11-393N4.1 chr3 174302944 174303287 - -ENSG00000213169.3 RP11-393N4.2 chr3 174377244 174378005 + -ENSG00000177694.14 NAALADL2 chr3 174438573 175810552 + -ENSG00000253020.2 RN7SKP40 chr3 174631823 174632064 + -ENSG00000230497.2 EEF1B2P8 chr3 175059361 175060031 - -ENSG00000230292.5 NAALADL2-AS3 chr3 175079307 175115242 - -ENSG00000226779.1 NAALADL2-AS2 chr3 175234861 175271096 - -ENSG00000264974.1 MIR4789 chr3 175369540 175369621 + -ENSG00000199792.1 RNU6-1233P chr3 175397247 175397348 - -ENSG00000201648.1 RNU4-91P chr3 175609479 175609613 + -ENSG00000236241.1 RP11-744O11.2 chr3 175675087 175676801 - -ENSG00000214192.3 UBE2V1P2 chr3 175718231 175718670 - -ENSG00000201452.1 RNU6-1317P chr3 175767558 175767661 + -ENSG00000225552.1 NAALADL2-AS1 chr3 175773145 175776333 - -ENSG00000260217.1 RP11-809F4.3 chr3 175938929 175941037 - -ENSG00000230362.1 ACTG1P23 chr3 175977497 175978570 - -ENSG00000236357.1 EI24P1 chr3 176068042 176068908 - -ENSG00000271413.1 RP11-809F4.4 chr3 176069107 176069252 + -ENSG00000238026.1 RP11-78E6.1 chr3 176113702 176114537 - -ENSG00000223715.1 LINC01208 chr3 176604143 176635532 - -ENSG00000232461.1 RP11-644C3.1 chr3 176643941 176867838 - -ENSG00000252302.1 RNA5SP147 chr3 176763233 176763341 + -ENSG00000228308.1 LINC01209 chr3 176814155 176817001 - -ENSG00000231888.1 MTND5P15 chr3 177010719 177011067 - -ENSG00000177565.15 TBL1XR1 chr3 177019355 177197396 - -ENSG00000231310.3 TBL1XR1-AS1 chr3 177037405 177047923 + -ENSG00000201343.1 Y_RNA chr3 177120691 177120800 - -ENSG00000200882.1 RNU6-681P chr3 177126017 177126120 - -ENSG00000203645.2 LINC00501 chr3 177294442 177323418 + -ENSG00000236893.1 ASS1P7 chr3 177297161 177298386 - -ENSG00000226782.2 RP11-706D8.3 chr3 177337628 177349166 - -ENSG00000228221.5 LINC00578 chr3 177441921 177752305 + -ENSG00000252028.1 RN7SKP52 chr3 177503303 177503552 - -ENSG00000236385.1 RP11-114M1.2 chr3 177621382 177628287 - -ENSG00000200288.1 SNORA18 chr3 177624282 177624409 - -ENSG00000228561.2 RP11-114M1.1 chr3 177683627 177691250 + -ENSG00000277241.1 RP11-114M1.3 chr3 177700346 177701072 - -ENSG00000231574.5 RP11-91K9.1 chr3 177816865 177899224 + -ENSG00000225790.1 RP11-2L8.1 chr3 177934823 177937662 + -ENSG00000270321.1 RP11-2L8.2 chr3 177954066 177959798 - -ENSG00000199858.1 RNU6-1120P chr3 178007672 178007779 - -ENSG00000223930.5 RP11-33A14.1 chr3 178202050 178385417 - -ENSG00000197584.11 KCNMB2 chr3 178272932 178844429 + -ENSG00000275163.1 RP11-385J1.3 chr3 178419123 178843300 + -ENSG00000223941.5 LINC01014 chr3 178419201 178457309 + -ENSG00000252336.1 RNA5SP148 chr3 178429197 178429290 - -ENSG00000271131.1 RP11-33A14.3 chr3 178493327 178493810 - -ENSG00000237978.5 KCNMB2-AS1 chr3 178526505 178860405 - -ENSG00000172667.10 ZMAT3 chr3 179017223 179072279 - -ENSG00000200616.1 Y_RNA chr3 179097731 179097840 + -ENSG00000229102.1 RP11-360P21.2 chr3 179101366 179147973 - -ENSG00000121879.3 PIK3CA chr3 179148114 179240093 + -ENSG00000201957.1 SNORA25 chr3 179169083 179169210 - -ENSG00000171121.16 KCNMB3 chr3 179236691 179267002 - -ENSG00000240429.1 LRRFIP1P1 chr3 179259028 179261273 - -ENSG00000121864.9 ZNF639 chr3 179322991 179338583 + -ENSG00000260743.1 RP11-255C15.3 chr3 179340322 179341887 + -ENSG00000171109.18 MFN1 chr3 179347692 179394931 + -ENSG00000114450.9 GNB4 chr3 179396089 179451590 - -ENSG00000242539.2 AC007620.3 chr3 179396961 179399191 + -ENSG00000272699.1 RP11-145M9.5 chr3 179405448 179405944 + -ENSG00000239255.1 RP11-145M9.2 chr3 179452395 179452419 - -ENSG00000181260.8 MTHFD2P7 chr3 179464346 179465328 + -ENSG00000136518.16 ACTL6A chr3 179562880 179588408 + -ENSG00000272910.1 RP11-15L13.4 chr3 179583262 179583762 - -ENSG00000272660.1 RP11-145M9.6 chr3 179584271 179584410 - -ENSG00000136522.13 MRPL47 chr3 179588285 179604654 - -ENSG00000136521.12 NDUFB5 chr3 179604690 179627647 + -ENSG00000239096.1 snoU13 chr3 179614775 179614878 - -ENSG00000243977.1 RP11-473P24.2 chr3 179649494 179650200 - -ENSG00000058056.8 USP13 chr3 179652755 179789401 + -ENSG00000114757.18 PEX5L chr3 179794958 180037053 - -ENSG00000270178.1 RP11-494H4.3 chr3 179804063 179804366 + -ENSG00000243799.1 PEX5L-AS1 chr3 179875376 179881609 + -ENSG00000244302.1 PEX5L-AS2 chr3 179898229 179921895 + -ENSG00000201822.1 RNA5SP149 chr3 180161886 180161977 - -ENSG00000282327.1 RP11-657G5.2 chr3 180201159 180201212 + -ENSG00000213158.6 GAPDHP36 chr3 180212191 180213108 + -ENSG00000239880.1 RP11-420J11.1 chr3 180323107 180325059 + -ENSG00000241696.1 RP11-420J11.2 chr3 180414174 180422506 + -ENSG00000201810.1 U8 chr3 180542701 180542836 + -ENSG00000239774.1 RP11-496B10.3 chr3 180566718 180601935 - -ENSG00000199986.1 RNU6-486P chr3 180581057 180581163 + -ENSG00000241946.1 RP11-496B10.1 chr3 180589887 180590047 - -ENSG00000163728.10 TTC14 chr3 180602130 180617828 + -ENSG00000145075.11 CCDC39 chr3 180602858 180871005 - -ENSG00000243187.1 CCDC39-AS1 chr3 180680084 180700449 + -ENSG00000242811.3 RN7SL229P chr3 180736405 180736703 - -ENSG00000242068.1 RP11-259P15.4 chr3 180772750 180773914 - -ENSG00000241473.1 RP11-259P15.3 chr3 180820544 180821612 + -ENSG00000239516.1 FLYWCH1P1 chr3 180827977 180829850 - -ENSG00000114416.17 FXR1 chr3 180868141 180982753 + -ENSG00000213157.3 RP11-259P15.1 chr3 180887677 180888075 - -ENSG00000205981.6 DNAJC19 chr3 180983709 180989774 - -ENSG00000242808.7 SOX2-OT chr3 180989770 181836880 + -ENSG00000242140.1 RP11-262M14.2 chr3 181146233 181146463 + -ENSG00000206932.1 RNU6-4P chr3 181231737 181231843 + -ENSG00000237806.1 FAUP2 chr3 181242345 181242901 - -ENSG00000241231.1 RP11-275H4.1 chr3 181421058 181442486 - -ENSG00000235294.1 RPL7AP25 chr3 181505075 181505879 - -ENSG00000239381.5 RP11-4B14.3 chr3 181534177 181535881 - -ENSG00000276074.1 SOX2OT_exon1 chr3 181610498 181610729 + -ENSG00000276690.1 SOX2OT_exon3 chr3 181699608 181699883 + -ENSG00000281596.1 AC117415.1 chr3 181699705 181699783 + -ENSG00000181449.3 SOX2 chr3 181711924 181714436 + -ENSG00000278026.1 SOX2OT_exon4 chr3 181715185 181715293 + -ENSG00000266317.2 RN7SL703P chr3 181813401 181813702 + -ENSG00000199839.1 RNA5SP150 chr3 181822872 181822990 - -ENSG00000239805.1 RP11-252O18.2 chr3 181847526 181847885 - -ENSG00000213155.4 RP11-252O18.3 chr3 181866351 181867154 - -ENSG00000242512.8 LINC01206 chr3 181952343 182010678 + -ENSG00000252257.1 RN7SKP265 chr3 181968459 181968681 + -ENSG00000240478.1 RP11-416O18.2 chr3 182121884 182142137 + -ENSG00000242012.1 RP11-338L18.1 chr3 182365147 182368256 + -ENSG00000241098.1 FLJ46066 chr3 182446970 182486364 - -ENSG00000244199.1 EIF4EP3 chr3 182460417 182461072 - -ENSG00000244247.1 RP11-139K4.2 chr3 182498264 182507124 - -ENSG00000228766.3 RPL7L1P8 chr3 182610674 182611414 + -ENSG00000238837.3 RP11-646E18.2 chr3 182644214 182655880 + -ENSG00000243378.1 RP11-646E18.3 chr3 182691928 182692285 + -ENSG00000260377.1 RP11-646E18.4 chr3 182739669 182740848 - -ENSG00000240063.1 RP11-225N10.1 chr3 182783236 182793394 - -ENSG00000058063.15 ATP11B chr3 182793500 182921635 + -ENSG00000270554.1 RP11-225N10.3 chr3 182843521 182844619 - -ENSG00000273261.1 RP11-531F16.4 chr3 182921240 182921938 - -ENSG00000043093.13 DCUN1D1 chr3 182938074 182985953 - -ENSG00000244346.1 RP11-531F16.3 chr3 182950783 182956307 - -ENSG00000078070.11 MCCC1 chr3 183015218 183116075 - -ENSG00000243368.2 MCCC1-AS1 chr3 183016255 183017808 + -ENSG00000078081.7 LAMP3 chr3 183122213 183163839 - -ENSG00000053524.11 MCF2L2 chr3 183178043 183428778 - -ENSG00000176597.11 B3GNT5 chr3 183253244 183298504 + -ENSG00000202502.1 RNA5SP151 chr3 183258300 183258416 - -ENSG00000240024.5 LINC00888 chr3 183447608 183456013 + -ENSG00000201229.1 SNORA63 chr3 183451857 183451988 + -ENSG00000253092.1 SNORA81 chr3 183452567 183452764 + -ENSG00000199363.1 SNORA63 chr3 183453814 183453944 + -ENSG00000251730.1 SNORA4 chr3 183454128 183454262 + -ENSG00000271682.1 RP11-393B14.2 chr3 183462851 183463201 - -ENSG00000172578.11 KLHL6 chr3 183487531 183555689 - -ENSG00000242522.1 KLHL6-AS1 chr3 183548735 183552326 + -ENSG00000243584.1 RP11-14I2.2 chr3 183613620 183616742 + -ENSG00000114796.15 KLHL24 chr3 183635568 183684477 + -ENSG00000163872.15 YEATS2 chr3 183697818 183812625 + -ENSG00000216166.1 AC131160.1 chr3 183802475 183802553 - -ENSG00000276325.1 AC131160.2 chr3 183806156 183806204 + -ENSG00000233885.7 YEATS2-AS1 chr3 183806457 183810783 - -ENSG00000180834.7 MAP6D1 chr3 183815876 183825594 - -ENSG00000175193.12 PARL chr3 183829385 183884933 - -ENSG00000234371.6 RPSAP31 chr3 183884924 183888449 + -ENSG00000263932.1 MIR4448 chr3 183886800 183886885 + -ENSG00000233441.6 CYP2AB1P chr3 183895900 183910936 - -ENSG00000114770.16 ABCC5 chr3 183919934 184018015 - -ENSG00000223882.1 ABCC5-AS1 chr3 184006338 184011419 + -ENSG00000223529.1 EEF1A1P8 chr3 184026369 184027756 - -ENSG00000186090.10 HTR3D chr3 184031544 184039369 + -ENSG00000178084.1 HTR3C chr3 184053047 184060671 + -ENSG00000233576.1 RP11-778D9.9 chr3 184076779 184084219 + -ENSG00000207351.1 Y_RNA chr3 184086791 184086903 - -ENSG00000238020.1 HTR3E-AS1 chr3 184095118 184105178 - -ENSG00000186038.9 HTR3E chr3 184097064 184106995 + -ENSG00000205955.4 HSP90AA5P chr3 184115352 184117898 + -ENSG00000273181.1 RP11-778D9.13 chr3 184132942 184133561 - -ENSG00000272721.5 RP11-778D9.12 chr3 184134019 184135238 - -ENSG00000145191.11 EIF2B5 chr3 184135038 184684758 + -ENSG00000228205.1 RP11-778D9.4 chr3 184149704 184150435 + -ENSG00000161202.17 DVL3 chr3 184155388 184173610 + -ENSG00000161203.13 AP2M1 chr3 184174689 184184091 + -ENSG00000161204.11 ABCF3 chr3 184186023 184194012 + -ENSG00000145198.14 VWA5B2 chr3 184230429 184242329 + -ENSG00000221120.1 MIR1224 chr3 184241405 184241489 + -ENSG00000214160.9 ALG3 chr3 184242301 184249548 - -ENSG00000145194.17 ECE2 chr3 184249650 184293031 + -ENSG00000163888.3 CAMK2N2 chr3 184259213 184261463 - -ENSG00000175166.16 PSMD2 chr3 184298709 184309054 + -ENSG00000114867.19 EIF4G1 chr3 184314495 184335358 + -ENSG00000212158.1 SNORD66 chr3 184325696 184325771 + -ENSG00000175182.13 FAM131A chr3 184335926 184346275 + -ENSG00000114859.14 CLCN2 chr3 184346185 184361651 - -ENSG00000163882.9 POLR2H chr3 184361718 184368596 + -ENSG00000090534.17 THPO chr3 184371935 184378144 - -ENSG00000090539.15 CHRD chr3 184380073 184390736 + -ENSG00000224153.2 RP11-433C9.2 chr3 184401537 184439648 + -ENSG00000227509.1 EIF2B5-IT1 chr3 184505113 184508399 + -ENSG00000230215.1 EIF2B5-AS1 chr3 184546714 184556918 - -ENSG00000182580.2 EPHB3 chr3 184561784 184582409 + -ENSG00000177383.4 MAGEF1 chr3 184710367 184712002 - -ENSG00000272970.1 RP11-329B9.4 chr3 184734075 184738949 + -ENSG00000273403.1 RP11-329B9.3 chr3 184741937 184742462 + -ENSG00000272922.1 RP11-329B9.5 chr3 184742818 184743284 + -ENSG00000229433.1 RP11-329B9.1 chr3 184756389 184773155 - -ENSG00000156931.15 VPS8 chr3 184812143 185052614 + -ENSG00000187068.2 C3orf70 chr3 185078050 185153014 - -ENSG00000223358.5 EHHADH-AS1 chr3 185162871 185191955 + -ENSG00000113790.10 EHHADH chr3 185190624 185281990 - -ENSG00000229704.1 EIF2S2P2 chr3 185245460 185246441 - -ENSG00000264614.1 MIR5588 chr3 185253210 185253272 - -ENSG00000073803.13 MAP3K13 chr3 185282941 185489097 + -ENSG00000229638.1 RPL4P4 chr3 185417495 185418778 - -ENSG00000163900.10 TMEM41A chr3 185476496 185499057 - -ENSG00000163898.9 LIPH chr3 185506262 185552613 - -ENSG00000163904.12 SENP2 chr3 185582496 185633551 + -ENSG00000236489.1 RP11-537I16.2 chr3 185606575 185606873 + -ENSG00000073792.15 IGF2BP2 chr3 185643739 185825056 - -ENSG00000163915.7 IGF2BP2-AS1 chr3 185712528 185729787 + -ENSG00000265470.1 MIR548AQ chr3 185767847 185767904 - -ENSG00000136527.17 TRA2B chr3 185915906 185938136 - -ENSG00000171658.8 RP11-443P15.2 chr3 185959943 185980872 + -ENSG00000244405.7 ETV5 chr3 186046308 186110318 - -ENSG00000277118.1 Metazoa_SRP chr3 186076306 186076591 - -ENSG00000234197.1 ETV5-AS1 chr3 186079170 186080947 + -ENSG00000058866.14 DGKG chr3 186105668 186362237 - -ENSG00000234548.5 RP11-78H24.1 chr3 186440345 186450696 + -ENSG00000224406.5 RP11-48F14.1 chr3 186454982 186493661 - -ENSG00000226859.1 RP11-48F14.2 chr3 186476727 186478370 + -ENSG00000213139.7 CRYGS chr3 186538441 186546702 - -ENSG00000113838.12 TBCCD1 chr3 186546073 186570543 - -ENSG00000090520.10 DNAJB11 chr3 186567403 186597203 + -ENSG00000197099.8 RP11-573D15.8 chr3 186579476 186772986 - -ENSG00000145192.12 AHSG chr3 186612923 186621318 + -ENSG00000275696.1 Metazoa_SRP chr3 186629936 186630211 - -ENSG00000090512.11 FETUB chr3 186635969 186653141 + -ENSG00000113905.4 HRG chr3 186660216 186678240 + -ENSG00000225175.1 RP11-795A2.2 chr3 186687329 186692506 + -ENSG00000226724.1 RP11-795A2.3 chr3 186698520 186708574 + -ENSG00000113889.11 KNG1 chr3 186717276 186743954 + -ENSG00000226652.3 PSMD10P2 chr3 186760693 186762050 + -ENSG00000207505.1 RNU6-1105P chr3 186771841 186771947 - -ENSG00000230951.1 GPS2P2 chr3 186772589 186773476 + -ENSG00000263826.1 RP11-573D15.9 chr3 186781780 186784179 - -ENSG00000156976.14 EIF4A2 chr3 186783205 186789900 + -ENSG00000238942.1 SNORD2 chr3 186784796 186784864 + -ENSG00000200418.1 SNORA63 chr3 186786323 186786445 + -ENSG00000281017.1 MIR1248 chr3 186786672 186786777 + -ENSG00000221420.2 SNORA81 chr3 186786675 186786852 + -ENSG00000200320.1 SNORA63 chr3 186787300 186787431 + -ENSG00000263776.1 SNORA4 chr3 186787612 186787749 + -ENSG00000163918.10 RFC4 chr3 186789880 186807058 - -ENSG00000231724.1 RP11-573D15.3 chr3 186807692 186818121 + -ENSG00000232233.1 RP11-573D15.2 chr3 186810880 186825521 - -ENSG00000231982.1 RP11-573D15.1 chr3 186826549 186827337 + -ENSG00000181092.9 ADIPOQ chr3 186842690 186858463 + -ENSG00000226482.1 ADIPOQ-AS1 chr3 186851886 186856123 - -ENSG00000223803.1 RPS20P14 chr3 186900198 186900557 + -ENSG00000233565.1 RP11-42D20.1 chr3 186922286 186922753 - -ENSG00000073849.14 ST6GAL1 chr3 186930485 187078553 + -ENSG00000163923.9 RPL39L chr3 187120948 187180908 - -ENSG00000198491.3 RP11-208N14.4 chr3 187197090 187207629 - -ENSG00000175077.5 RTP1 chr3 187197486 187201465 + -ENSG00000127241.16 MASP1 chr3 187217285 187292022 - -ENSG00000136514.2 RTP4 chr3 187368332 187372076 + -ENSG00000280270.1 RP11-560F18.1 chr3 187383101 187384849 + -ENSG00000239093.1 snoU13 chr3 187423315 187423419 + -ENSG00000228952.1 RP11-567G11.1 chr3 187448845 187449450 + -ENSG00000157005.3 SST chr3 187668906 187670399 - -ENSG00000198471.1 RTP2 chr3 187698259 187702557 - -ENSG00000228804.5 RP11-211G3.3 chr3 187702313 187733849 + -ENSG00000113916.17 BCL6 chr3 187721377 187745727 - -ENSG00000223401.1 RP11-211G3.2 chr3 187743686 187745420 + -ENSG00000224049.1 RP11-30O15.1 chr3 187796187 187805258 + -ENSG00000236864.1 RP11-44H4.1 chr3 187932764 187946221 - -ENSG00000224187.1 RP11-132N15.3 chr3 187958775 187976407 - -ENSG00000225058.1 RP11-132N15.1 chr3 187997422 188003990 - -ENSG00000236412.1 RP11-132N15.2 chr3 188001700 188003406 - -ENSG00000234238.1 RP11-430L16.1 chr3 188107096 188147020 + -ENSG00000270959.1 LPP-AS2 chr3 188151206 188154057 - -ENSG00000145012.12 LPP chr3 188153284 188890671 + -ENSG00000279891.1 FLJ42393 chr3 188178543 188180812 + -ENSG00000276242.1 AC117507.1 chr3 188236130 188236238 - -ENSG00000224563.1 LPP-AS1 chr3 188562238 188568666 - -ENSG00000264114.1 AC063932.1 chr3 188630641 188630702 - -ENSG00000207651.1 MIR28 chr3 188688781 188688866 + -ENSG00000234076.1 TPRG1-AS1 chr3 188941715 188947639 - -ENSG00000188001.9 TPRG1 chr3 188947214 189325304 + -ENSG00000236182.1 RP11-297K7.1 chr3 188989382 188990135 - -ENSG00000230115.1 TPRG1-AS2 chr3 189238686 189240594 - -ENSG00000073282.12 TP63 chr3 189631416 189897279 + -ENSG00000227971.1 RP11-600G3.1 chr3 189645327 189645466 - -ENSG00000216058.1 MIR944 chr3 189829922 189830009 + -ENSG00000090530.9 P3H2 chr3 189956728 190122437 - -ENSG00000230077.1 MTAPP2 chr3 189969030 189969861 - -ENSG00000225764.1 P3H2-AS1 chr3 190120964 190144846 + -ENSG00000252733.1 AC067718.1 chr3 190143656 190143743 + -ENSG00000212489.1 RNU6-1109P chr3 190165417 190165523 - -ENSG00000238077.1 NMNAT1P3 chr3 190166764 190167651 + -ENSG00000163347.5 CLDN1 chr3 190305701 190322475 - -ENSG00000113946.3 CLDN16 chr3 190322541 190412143 + -ENSG00000198398.2 TMEM207 chr3 190428655 190449876 - -ENSG00000196083.9 IL1RAP chr3 190514051 190659750 + -ENSG00000231047.1 GCNT1P3 chr3 190624595 190625169 + -ENSG00000223117.1 RN7SKP296 chr3 190642163 190642503 + -ENSG00000273370.1 RP11-268E23.2 chr3 190659216 190659750 + -ENSG00000228730.1 RP11-95L3.2 chr3 190697923 190698848 - -ENSG00000232610.1 CCT6P4 chr3 190714811 190716399 + -ENSG00000214147.2 RP11-332P22.2 chr3 190830965 190832173 + -ENSG00000205835.8 GMNC chr3 190852877 190892429 - -ENSG00000188729.6 OSTN chr3 191199241 191265615 + -ENSG00000233308.1 OSTN-AS1 chr3 191213291 191234605 - -ENSG00000188958.9 UTS2B chr3 191267168 191330536 - -ENSG00000152492.13 CCDC50 chr3 191329077 191398670 + -ENSG00000253548.1 PYDC2 chr3 191461163 191461456 + -ENSG00000223812.5 RP11-197K6.1 chr3 191557324 191590356 + -ENSG00000201860.1 Y_RNA chr3 191641135 191641237 + -ENSG00000280857.1 Y_RNA chr3 191641329 191641424 - -ENSG00000237653.2 RP11-655G22.2 chr3 191952349 191952826 - -ENSG00000232353.5 RP11-655G22.1 chr3 192029880 192036557 + -ENSG00000222583.1 RN7SKP222 chr3 192093122 192093436 + -ENSG00000114279.13 FGF12 chr3 192139395 192767764 - -ENSG00000231383.2 FGF12-AS1 chr3 192238037 192283097 + -ENSG00000230126.1 FGF12-AS2 chr3 192515022 192516573 + -ENSG00000226709.1 FGF12-AS3 chr3 192516831 192521398 + -ENSG00000238902.1 snoU13 chr3 192534009 192534112 - -ENSG00000200184.1 RNU1-20P chr3 192729555 192729716 - -ENSG00000180611.6 MB21D2 chr3 192796815 192918161 - -ENSG00000232130.1 RP11-143P4.2 chr3 193144464 193176864 - -ENSG00000236229.1 VEZF1P1 chr3 193155456 193157208 - -ENSG00000127252.5 HRASLS chr3 193241125 193277738 + -ENSG00000187527.10 ATP13A5 chr3 193274790 193378843 - -ENSG00000236508.1 ATP13A5-AS1 chr3 193307244 193314362 + -ENSG00000127249.14 ATP13A4 chr3 193402077 193593111 - -ENSG00000225473.1 ATP13A4-AS1 chr3 193553213 193555088 + -ENSG00000236297.1 RP11-175P19.2 chr3 193578812 193593090 - -ENSG00000198836.8 OPA1 chr3 193593144 193697823 + -ENSG00000224855.5 OPA1-AS1 chr3 193618609 193627337 - -ENSG00000207370.1 Y_RNA chr3 193624189 193624301 + -ENSG00000243991.3 RN7SL447P chr3 193740471 193740715 - -ENSG00000223986.1 RP11-528A4.3 chr3 193765681 193766003 + -ENSG00000229155.1 RP11-528A4.2 chr3 193842560 193844024 - -ENSG00000214146.2 RP11-699L21.1 chr3 193957372 194003659 - -ENSG00000238043.1 RP11-699L21.2 chr3 193980614 194006098 + -ENSG00000224403.1 DPPA2P3 chr3 193993331 193993985 - -ENSG00000230102.7 RP11-407B7.1 chr3 194005259 194070970 - -ENSG00000276407.4 RP11-407B7.3 chr3 194070103 194080443 + -ENSG00000229964.1 RP11-135A1.3 chr3 194091561 194109174 + -ENSG00000232874.1 RP11-135A1.2 chr3 194130616 194131201 - -ENSG00000114315.3 HES1 chr3 194136145 194138732 + -ENSG00000242201.3 RN7SL215P chr3 194145674 194145971 + -ENSG00000225742.5 RP11-513G11.4 chr3 194203016 194250153 - -ENSG00000238097.1 RP11-513G11.3 chr3 194247648 194257772 + -ENSG00000228271.1 RP11-513G11.2 chr3 194276682 194287368 + -ENSG00000214145.6 LINC00887 chr3 194296465 194312803 - -ENSG00000178772.6 CPN2 chr3 194339765 194351328 - -ENSG00000172061.8 LRRC15 chr3 194355247 194369743 - -ENSG00000178732.5 GP5 chr3 194394821 194398354 - -ENSG00000133657.14 ATP13A3 chr3 194402672 194498364 - -ENSG00000271483.1 RP11-384A12.1 chr3 194471923 194472085 + -ENSG00000233058.1 LINC00884 chr3 194487454 194518279 + -ENSG00000244675.2 AC108676.1 chr3 194496317 194501503 - -ENSG00000252053.1 RNU6-1101P chr3 194533503 194533583 - -ENSG00000232873.1 RPL23AP93 chr3 194562978 194564001 - -ENSG00000231770.5 TMEM44-AS1 chr3 194584011 194590260 + -ENSG00000145014.17 TMEM44 chr3 194587673 194633689 - -ENSG00000229334.1 AC046143.3 chr3 194632923 194645401 + -ENSG00000272707.1 RP11-534C12.1 chr3 194637505 194637664 - -ENSG00000041802.10 LSG1 chr3 194640788 194672477 - -ENSG00000185112.5 FAM43A chr3 194686544 194689037 + -ENSG00000233987.1 AC106706.1 chr3 194705548 194706964 + -ENSG00000237222.3 AC090505.6 chr3 194708421 194782168 + -ENSG00000234805.1 AC090505.5 chr3 194755589 194757422 + -ENSG00000230401.1 AC090505.4 chr3 194765238 194768712 - -ENSG00000238031.1 AC090505.1 chr3 194827890 194832592 + -ENSG00000173950.15 XXYLT1 chr3 195068279 195271167 - -ENSG00000233303.1 XXYLT1-AS1 chr3 195094588 195096057 + -ENSG00000265333.1 MIR3137 chr3 195134506 195134580 - -ENSG00000244314.3 RN7SL36P chr3 195146728 195147003 - -ENSG00000230266.1 XXYLT1-AS2 chr3 195147871 195152790 + -ENSG00000206600.1 RNU6-25P chr3 195214787 195214893 + -ENSG00000281397.1 Metazoa_SRP chr3 195245066 195245324 - -ENSG00000114331.12 ACAP2 chr3 195274736 195443078 - -ENSG00000229325.1 ACAP2-IT1 chr3 195280723 195282741 - -ENSG00000227433.1 AC069213.4 chr3 195349664 195350030 + -ENSG00000207368.1 Y_RNA chr3 195419436 195419546 - -ENSG00000184203.7 PPP1R2 chr3 195514425 195543386 - -ENSG00000252620.1 RNU6ATAC24P chr3 195523087 195523221 - -ENSG00000223711.1 AC091633.3 chr3 195544048 195550581 + -ENSG00000265882.2 RN7SL73P chr3 195553792 195554043 + -ENSG00000236844.1 AC091633.2 chr3 195554610 195555083 + -ENSG00000236425.1 AC090018.1 chr3 195561215 195561580 - -ENSG00000189058.8 APOD chr3 195568702 195584205 - -ENSG00000224769.1 AC069213.1 chr3 195614947 195620233 + -ENSG00000282206.1 RP11-141C7.5 chr3 195635188 195636301 + -ENSG00000271662.1 RP11-141C7.3 chr3 195650146 195651472 - -ENSG00000229178.1 AC069513.4 chr3 195655565 195657927 - -ENSG00000242086.8 LINC00969 chr3 195658062 195739964 + -ENSG00000215837.7 SDHAP2 chr3 195658096 195685904 + -ENSG00000276635.1 AC233280.3 chr3 195688008 195688120 + -ENSG00000207650.1 MIR570 chr3 195699401 195699497 + -ENSG00000176945.16 MUC20 chr3 195720882 195741123 + -ENSG00000145113.21 MUC4 chr3 195746765 195812277 - -ENSG00000223783.1 AC124944.5 chr3 195836193 195860404 - -ENSG00000235836.1 AC124944.4 chr3 195843986 195844596 + -ENSG00000061938.16 TNK2 chr3 195863364 195911945 - -ENSG00000276489.1 MIR6829 chr3 195882329 195882395 - -ENSG00000224614.1 TNK2-AS1 chr3 195908076 195911257 + -ENSG00000226155.1 AC124944.3 chr3 195912049 195913986 + -ENSG00000273009.1 RP11-352G9.1 chr3 195913078 195913683 - -ENSG00000239122.1 RNU2-11P chr3 195928589 195928775 - -ENSG00000231443.2 AC024937.6 chr3 195937243 195938739 + -ENSG00000260261.1 RP11-480A16.1 chr3 195949188 195952695 - -ENSG00000185485.14 SDHAP1 chr3 195959748 195990318 - -ENSG00000278820.1 AC024937.1 chr3 195960500 195960612 - -ENSG00000231464.1 AC024937.4 chr3 195996738 195998233 + -ENSG00000072274.12 TFRC chr3 196027183 196082189 - -ENSG00000228413.1 AC024937.2 chr3 196044695 196045254 + -ENSG00000252174.1 RNU7-18P chr3 196072819 196072880 + -ENSG00000224652.1 LINC00885 chr3 196142636 196160890 + -ENSG00000163958.13 ZDHHC19 chr3 196197449 196211437 - -ENSG00000222335.1 Y_RNA chr3 196202349 196202453 + -ENSG00000163959.9 SLC51A chr3 196211487 196243178 + -ENSG00000161217.11 PCYT1A chr3 196214222 196287957 - -ENSG00000272741.1 RP11-447L10.1 chr3 196248230 196318222 - -ENSG00000228028.2 AC069257.8 chr3 196250542 196251654 + -ENSG00000213123.10 TCTEX1D2 chr3 196291219 196318299 - -ENSG00000237418.1 AC069257.6 chr3 196298061 196298215 - -ENSG00000273331.1 TM4SF19-TCTEX1D2 chr3 196316082 196338373 - -ENSG00000235897.1 TM4SF19-AS1 chr3 196318330 196325570 + -ENSG00000145107.15 TM4SF19 chr3 196319342 196338503 - -ENSG00000212146.1 RNU6-910P chr3 196341609 196341715 - -ENSG00000163960.11 UBXN7 chr3 196347662 196432474 - -ENSG00000206644.1 RNU6-1279P chr3 196393710 196393812 - -ENSG00000241868.3 RN7SL434P chr3 196397508 196397778 - -ENSG00000243339.3 RN7SL738P chr3 196399911 196400207 + -ENSG00000226345.1 AC083822.2 chr3 196423322 196423522 + -ENSG00000225822.4 UBXN7-AS1 chr3 196431385 196432530 + -ENSG00000225240.1 AC117490.2 chr3 196452996 196453055 - -ENSG00000163961.4 RNF168 chr3 196468783 196503768 - -ENSG00000273013.1 CTD-2002J20.1 chr3 196474801 196475394 + -ENSG00000214097.4 SMCO1 chr3 196506877 196515366 - -ENSG00000213358.3 AC092933.4 chr3 196527339 196528791 - -ENSG00000225770.1 AC092933.3 chr3 196536532 196536702 + -ENSG00000185798.7 WDR53 chr3 196554177 196568674 - -ENSG00000174013.7 FBXO45 chr3 196568611 196589059 + -ENSG00000232065.1 LINC01063 chr3 196631498 196632587 - -ENSG00000174004.5 NRROS chr3 196639686 196662004 + -ENSG00000163964.13 PIGX chr3 196639775 196736007 + -ENSG00000174007.7 CEP19 chr3 196706277 196712293 - -ENSG00000201441.1 RNU6-646P chr3 196708859 196708964 - -ENSG00000180370.10 PAK2 chr3 196739857 196832647 + -ENSG00000272359.1 RNU4-89P chr3 196747192 196747324 - -ENSG00000206892.1 RNU6-42P chr3 196784980 196785086 - -ENSG00000119231.10 SENP5 chr3 196867856 196934714 + -ENSG00000230732.4 AC127904.2 chr3 196912646 196914579 + -ENSG00000114503.10 NCBP2 chr3 196935402 196942597 - -ENSG00000225578.1 NCBP2-AS1 chr3 196939877 196942534 + -ENSG00000270170.1 NCBP2-AS2 chr3 196942623 196943540 + -ENSG00000119227.7 PIGZ chr3 196946343 196969060 - -ENSG00000233487.6 AC011322.1 chr3 196983890 196987558 - -ENSG00000163975.11 MFI2 chr3 196988621 197029816 - -ENSG00000228109.1 MFI2-AS1 chr3 196999460 197004744 + -ENSG00000075711.20 DLG1 chr3 197042560 197299300 - -ENSG00000265850.1 MIR4797 chr3 197293878 197293948 - -ENSG00000227375.5 DLG1-AS1 chr3 197298252 197303747 + -ENSG00000235126.1 AC128709.3 chr3 197445061 197458323 - -ENSG00000229912.1 AC128709.4 chr3 197450327 197456654 - -ENSG00000237167.1 AC128709.2 chr3 197458405 197467105 + -ENSG00000272989.1 RP13-616I3.1 chr3 197505262 197506986 - -ENSG00000161267.11 BDH1 chr3 197509783 197573323 - -ENSG00000214135.8 AC024560.3 chr3 197578213 197627906 - -ENSG00000213519.2 AC132008.1 chr3 197580344 197580629 - -ENSG00000249626.1 RP11-496H1.1 chr3 197634315 197635811 + -ENSG00000273308.1 RP11-496H1.2 chr3 197645669 197646017 + -ENSG00000236833.1 AC024560.2 chr3 197660565 197665757 - -ENSG00000145016.13 KIAA0226 chr3 197671393 197749727 - -ENSG00000216042.1 MIR922 chr3 197674496 197674576 - -ENSG00000122068.12 FYTTD1 chr3 197737179 197787596 + -ENSG00000273375.1 RP11-803P9.1 chr3 197789700 197790369 + -ENSG00000186001.12 LRCH3 chr3 197791226 197888436 + -ENSG00000234136.1 AC055764.1 chr3 197830685 197831296 - -ENSG00000234742.1 AC144530.1 chr3 197850400 197850954 - -ENSG00000114473.13 IQCG chr3 197889075 197960142 - -ENSG00000199306.1 RNU6-858P chr3 197894507 197894613 + -ENSG00000182899.14 RPL35A chr3 197949987 197956610 + -ENSG00000185621.11 LMLN chr3 197960200 198043720 + -ENSG00000201622.1 RNU6-621P chr3 197994601 197994709 + -ENSG00000232832.1 LMLN-AS1 chr3 198038321 198039234 - -ENSG00000226435.10 ANKRD18DP chr3 198053522 198080720 - -ENSG00000212297.1 RNU6-821P chr3 198071311 198071417 - -ENSG00000232783.5 FRG2FP chr3 198110112 198111878 + -ENSG00000213113.3 TUBB8P8 chr3 198119721 198120778 + -ENSG00000236246.1 AC073135.4 chr3 198121388 198123274 - -ENSG00000236438.6 FAM157A chr3 198152366 198170059 + -ENSG00000278679.1 GTF2IP18 chr3 198180755 198190045 + -ENSG00000222792.1 RNU6-860P chr3 198196746 198196849 + -ENSG00000230304.1 CICP6 chr3 198223497 198226310 - -ENSG00000226008.1 SEPT14P3 chr3 198228194 198228376 + -ENSG00000248302.3 BNIP3P41 chr4 49096 50124 - -ENSG00000272602.5 ZNF595 chr4 53285 88211 + -ENSG00000207643.1 AC253576.1 chr4 65125 65233 + -ENSG00000250238.1 Z95704.3 chr4 105959 107114 - -ENSG00000250312.6 ZNF718 chr4 124480 163989 + -ENSG00000211553.1 AC253576.2 chr4 136461 136568 + -ENSG00000275426.1 CH17-262A2.1 chr4 149738 150317 + -ENSG00000250892.1 RP11-1365D11.1 chr4 201409 205009 - -ENSG00000198155.5 ZNF876P chr4 212610 255985 + -ENSG00000252616.1 AC079140.1 chr4 224215 224323 + -ENSG00000251188.1 RP11-478C6.6 chr4 268982 269531 - -ENSG00000251689.1 RP11-478C6.5 chr4 269866 270175 - -ENSG00000186777.11 ZNF732 chr4 270675 305321 - -ENSG00000251535.1 RP11-478C6.1 chr4 336258 336786 - -ENSG00000131127.13 ZNF141 chr4 337814 384864 + -ENSG00000248564.1 RP11-478C6.2 chr4 338097 338583 - -ENSG00000250321.1 RP11-478C6.4 chr4 342821 342962 - -ENSG00000207642.1 MIR571 chr4 350157 350252 + -ENSG00000281016.1 RP11-2H3.7 chr4 386174 454070 + -ENSG00000249025.1 ZNF519P4 chr4 393534 393658 + -ENSG00000211482.1 AC092574.1 chr4 409809 409915 + -ENSG00000272885.1 RP11-2H3.6 chr4 416118 416537 - -ENSG00000251595.7 ABCA11P chr4 425435 474129 - -ENSG00000182903.15 ZNF721 chr4 425815 499156 - -ENSG00000252150.1 AC092574.2 chr4 467528 467636 - -ENSG00000174227.15 PIGG chr4 499210 540196 + -ENSG00000273238.1 RP11-1263C18.1 chr4 573880 574412 - -ENSG00000133256.12 PDE6B chr4 625584 670782 + -ENSG00000242686.4 RP11-1191J2.2 chr4 652850 656213 - -ENSG00000272927.1 RP11-1191J2.5 chr4 661209 661945 - -ENSG00000169020.9 ATP5I chr4 672436 674338 - -ENSG00000215375.6 MYL5 chr4 673580 682033 + -ENSG00000169026.12 MFSD7 chr4 681829 689441 - -ENSG00000185619.17 PCGF3 chr4 705748 770640 + -ENSG00000248416.1 RP11-1191J2.4 chr4 722275 724034 - -ENSG00000272588.1 RP11-440L14.4 chr4 757022 757740 - -ENSG00000249592.5 RP11-440L14.1 chr4 762387 781849 - -ENSG00000233799.1 AC139887.4 chr4 764487 765074 - -ENSG00000168993.14 CPLX1 chr4 784957 826198 - -ENSG00000260262.1 RP11-440L14.3 chr4 836512 837224 - -ENSG00000178950.16 GAK chr4 849276 932373 - -ENSG00000127419.16 TMEM175 chr4 932387 958656 + -ENSG00000145214.13 DGKQ chr4 958887 986895 - -ENSG00000145217.13 SLC26A1 chr4 979073 993440 - -ENSG00000127415.12 IDUA chr4 986997 1004506 + -ENSG00000127418.14 FGFRL1 chr4 1009936 1026897 + -ENSG00000250259.1 RP11-460I19.2 chr4 1027678 1028972 + -ENSG00000178222.12 RNF212 chr4 1056250 1113562 - -ENSG00000251639.2 RP11-20I20.1 chr4 1100016 1101558 - -ENSG00000251652.1 RP11-20I20.2 chr4 1113639 1132977 + -ENSG00000215367.10 TMED11P chr4 1115197 1153726 - -ENSG00000212458.1 SNORA48 chr4 1118884 1119013 + -ENSG00000227189.2 AC092535.3 chr4 1151372 1153701 + -ENSG00000159674.11 SPON2 chr4 1166932 1208962 - -ENSG00000273179.1 RP11-20I20.4 chr4 1167778 1168174 + -ENSG00000280927.1 CTBP1-AS chr4 1210120 1218591 + -ENSG00000159692.15 CTBP1 chr4 1211448 1249953 - -ENSG00000196810.4 CTBP1-AS2 chr4 1249300 1288291 + -ENSG00000090316.15 MAEA chr4 1289851 1340147 + -ENSG00000163945.15 UVSSA chr4 1347266 1388049 + -ENSG00000254094.1 AC078852.1 chr4 1356581 1358075 + -ENSG00000253399.1 AC078852.2 chr4 1358479 1359461 + -ENSG00000179979.8 CRIPAK chr4 1391552 1395989 + -ENSG00000235608.1 NKX1-1 chr4 1402932 1406331 - -ENSG00000272783.1 RP13-1016M1.2 chr4 1550284 1550572 + -ENSG00000244459.2 RP11-1398P2.1 chr4 1574062 1580253 - -ENSG00000174137.12 FAM53A chr4 1617915 1684302 - -ENSG00000207009.1 Y_RNA chr4 1683420 1683529 - -ENSG00000163950.12 SLBP chr4 1692800 1712555 - -ENSG00000270195.1 RP11-572O17.1 chr4 1712821 1713622 + -ENSG00000168936.10 TMEM129 chr4 1715952 1721358 - -ENSG00000013810.18 TACC3 chr4 1721490 1745176 + -ENSG00000068078.17 FGFR3 chr4 1793307 1808872 + -ENSG00000168924.14 LETM1 chr4 1811479 1856247 - -ENSG00000240455.2 RN7SL671P chr4 1869153 1869214 - -ENSG00000109685.17 WHSC1 chr4 1871424 1982207 + -ENSG00000249784.1 SCARNA22 chr4 1974636 1974760 + -ENSG00000185049.12 NELFA chr4 1982714 2041903 - -ENSG00000216105.1 MIR943 chr4 1986384 1986477 - -ENSG00000243449.6 C4orf48 chr4 2041993 2043970 + -ENSG00000185818.7 NAT8L chr4 2059512 2069089 + -ENSG00000130997.16 POLN chr4 2071918 2242121 - -ENSG00000249006.1 RP11-317B7.2 chr4 2088718 2090617 - -ENSG00000250623.1 RP11-317B7.3 chr4 2139673 2141058 + -ENSG00000214367.7 HAUS3 chr4 2227464 2242164 - -ENSG00000249047.2 COX6B1P5 chr4 2234251 2234499 + -ENSG00000123933.14 MXD4 chr4 2247432 2262294 - -ENSG00000265080.1 MIR4800 chr4 2250077 2250156 - -ENSG00000159733.13 ZFYVE28 chr4 2269582 2418663 - -ENSG00000251148.1 RP11-478C1.7 chr4 2295584 2319089 + -ENSG00000239247.3 RN7SL589P chr4 2316197 2316506 - -ENSG00000249077.1 RP11-478C1.8 chr4 2324467 2325082 + -ENSG00000206113.7 RP11-503N18.1 chr4 2418974 2450360 + -ENSG00000249428.5 CFAP99 chr4 2418974 2462963 + -ENSG00000063978.15 RNF4 chr4 2462220 2625320 + -ENSG00000248399.1 RP11-503N18.4 chr4 2463797 2464124 + -ENSG00000251229.1 RP11-503N18.5 chr4 2505081 2506279 - -ENSG00000248155.1 WI2-89927D4.1 chr4 2607870 2608146 - -ENSG00000206738.1 Y_RNA chr4 2615124 2615224 - -ENSG00000125386.14 FAM193A chr4 2625261 2732565 + -ENSG00000168884.14 TNIP2 chr4 2741648 2756376 - -ENSG00000087266.15 SH3BP2 chr4 2793023 2841098 + -ENSG00000087274.16 ADD1 chr4 2843857 2930076 + -ENSG00000109736.14 MFSD10 chr4 2930561 2934859 - -ENSG00000249673.6 NOP14-AS1 chr4 2934899 2961738 + -ENSG00000087269.15 NOP14 chr4 2937933 2963385 - -ENSG00000125388.19 GRK4 chr4 2963608 3040747 + -ENSG00000278136.1 AL390065.1 chr4 2981427 2981512 - -ENSG00000199335.1 RNU6-204P chr4 3044101 3044207 + -ENSG00000251075.1 HTT-AS chr4 3063471 3074514 - -ENSG00000278778.1 HTT-AS1_1 chr4 3063472 3063701 + -ENSG00000274693.1 HTT-AS1_2 chr4 3069977 3070151 + -ENSG00000197386.10 HTT chr4 3074681 3243959 + -ENSG00000188981.10 MSANTD1 chr4 3244369 3271738 + -ENSG00000159788.18 RGS12 chr4 3293028 3439913 + -ENSG00000248840.2 RP11-357G3.2 chr4 3312512 3313058 + -ENSG00000248843.1 RP11-357G3.1 chr4 3323977 3324762 - -ENSG00000109758.8 HGFAC chr4 3441887 3449495 + -ENSG00000175920.15 DOK7 chr4 3463311 3501473 + -ENSG00000261643.1 RP11-529E10.6 chr4 3503597 3504457 - -ENSG00000163956.10 LRPAP1 chr4 3506376 3532559 - -ENSG00000280230.1 FKSG51 chr4 3538044 3538418 + -ENSG00000270090.5 RP11-529E10.7 chr4 3544555 3548796 + -ENSG00000216560.4 LINC00955 chr4 3576869 3590711 + -ENSG00000250681.1 RP3-368B9.2 chr4 3633029 3633975 + -ENSG00000250632.1 RP3-513G18.2 chr4 3673593 3677855 - -ENSG00000250986.1 AC141928.1 chr4 3758748 3763390 - -ENSG00000184160.7 ADRA2C chr4 3766348 3768526 + -ENSG00000251166.1 OR7E163P chr4 3889356 3890249 - -ENSG00000234386.4 OR7E162P chr4 3901566 3902594 - -ENSG00000249522.1 RP11-718M20.5 chr4 3910283 3910604 + -ENSG00000253917.4 AC226119.5 chr4 3915183 3955419 - -ENSG00000271977.1 AC226119.4 chr4 3915187 3924274 - -ENSG00000251271.3 ALG1L7P chr4 3935447 3942519 + -ENSG00000251669.5 FAM86EP chr4 3941760 3955419 - -ENSG00000250476.1 ENPP7P9 chr4 3967034 3967660 - -ENSG00000243894.1 RP11-489M13.1 chr4 4076711 4077491 - -ENSG00000221301.1 AC116562.1 chr4 4084334 4084481 + -ENSG00000250940.1 RP11-489M13.3 chr4 4086638 4086814 + -ENSG00000248669.1 RP11-489M13.2 chr4 4117925 4118284 - -ENSG00000198787.5 OR4D12P chr4 4126659 4127569 - -ENSG00000250381.1 UNC93B4 chr4 4143458 4150421 - -ENSG00000250710.3 OR7E99P chr4 4156522 4157443 - -ENSG00000249844.1 OR7E43P chr4 4174319 4175238 - -ENSG00000163982.5 OTOP1 chr4 4188803 4226889 - -ENSG00000132406.11 TMEM128 chr4 4235542 4248212 - -ENSG00000145220.13 LYAR chr4 4267701 4290169 - -ENSG00000168826.15 ZBTB49 chr4 4290251 4321786 + -ENSG00000248516.1 RP11-265O12.1 chr4 4321962 4334182 + -ENSG00000168824.14 D4S234E chr4 4348140 4419058 + -ENSG00000168818.9 STX18 chr4 4415742 4542346 - -ENSG00000248221.1 STX18-IT1 chr4 4476121 4481700 - -ENSG00000237170.3 RPS7P15 chr4 4507078 4507777 + -ENSG00000247708.7 STX18-AS1 chr4 4542131 4710938 + -ENSG00000280310.1 RP11-326I19.2 chr4 4820405 4821452 + -ENSG00000273396.1 LINC01396 chr4 4844437 4850827 + -ENSG00000163132.6 MSX1 chr4 4859666 4863936 + -ENSG00000251587.1 LDHAP1 chr4 4894182 4895173 - -ENSG00000200761.1 RN7SKP113 chr4 4920770 4921064 - -ENSG00000170891.10 CYTL1 chr4 5014586 5019472 - -ENSG00000152953.12 STK32B chr4 5051442 5500998 + -ENSG00000252266.1 Y_RNA chr4 5426885 5426984 - -ENSG00000201496.1 RN7SKP275 chr4 5458581 5458881 - -ENSG00000082929.8 LINC01587 chr4 5524569 5527801 + -ENSG00000173040.12 EVC2 chr4 5542772 5709548 - -ENSG00000072840.12 EVC chr4 5711197 5814305 + -ENSG00000072832.14 CRMP1 chr4 5748084 5893058 - -ENSG00000181215.12 C4orf50 chr4 5897591 5989818 - -ENSG00000263631.1 MIR378D1 chr4 5923275 5923328 - -ENSG00000152969.16 JAKMIP1 chr4 6026199 6200591 - -ENSG00000249896.1 RP11-586D19.1 chr4 6200733 6238317 + -ENSG00000251408.1 RP11-586D19.2 chr4 6202328 6206649 + -ENSG00000269908.1 RP11-1406H17.1 chr4 6239441 6239937 + -ENSG00000109501.13 WFS1 chr4 6269849 6303265 + -ENSG00000074211.13 PPP2R2C chr4 6320578 6563600 - -ENSG00000013288.8 MAN2B2 chr4 6575175 6623362 + -ENSG00000179010.14 MRFAP1 chr4 6640091 6642745 + -ENSG00000251580.1 RP11-539L10.3 chr4 6670725 6673830 - -ENSG00000170846.15 AC093323.3 chr4 6673451 6676047 + -ENSG00000246526.2 RP11-539L10.2 chr4 6687448 6690519 - -ENSG00000279859.2 RP11-539L10.4 chr4 6691995 6692970 - -ENSG00000163993.6 S100P chr4 6693069 6697170 + -ENSG00000282742.1 RP11-539L10.5 chr4 6697861 6698809 - -ENSG00000178988.10 MRFAP1L1 chr4 6707701 6709880 - -ENSG00000186222.4 BLOC1S4 chr4 6716055 6717671 + -ENSG00000170871.11 KIAA0232 chr4 6781375 6884170 + -ENSG00000132405.18 TBC1D14 chr4 6909242 7033118 + -ENSG00000187904.3 AC097382.5 chr4 6995341 6998958 + -ENSG00000202392.1 RN7SKP292 chr4 6997012 6997328 + -ENSG00000265550.1 AC097382.1 chr4 6997526 6997626 + -ENSG00000245748.1 RP11-367J11.2 chr4 7030554 7046231 - -ENSG00000173013.5 CCDC96 chr4 7040849 7042939 - -ENSG00000173011.11 TADA2B chr4 7041899 7057952 + -ENSG00000109519.12 GRPEL1 chr4 7058906 7068197 - -ENSG00000245468.3 RP11-367J11.3 chr4 7094571 7103385 - -ENSG00000200867.1 RN7SKP36 chr4 7112088 7112399 - -ENSG00000184985.16 SORCS2 chr4 7192538 7742836 + -ENSG00000264658.1 MIR4798 chr4 7310450 7310524 + -ENSG00000275916.1 AC080003.1 chr4 7324128 7324186 - -ENSG00000178597.5 PSAPL1 chr4 7432258 7434945 - -ENSG00000266690.1 MIR4274 chr4 7460028 7460118 + -ENSG00000272620.1 AFAP1-AS1 chr4 7754090 7778928 + -ENSG00000196526.10 AFAP1 chr4 7758714 7939926 - -ENSG00000228919.5 AC097381.1 chr4 7939001 7940296 + -ENSG00000163995.18 ABLIM2 chr4 7965310 8158832 - -ENSG00000207807.1 MIR95 chr4 8005301 8005381 - -ENSG00000273267.1 RP11-338K13.1 chr4 8022665 8023126 + -ENSG00000251460.1 RP11-1258F18.1 chr4 8066528 8067724 + -ENSG00000250471.2 GMPSP1 chr4 8174421 8174999 + -ENSG00000125089.16 SH3TC1 chr4 8182072 8241803 + -ENSG00000276852.1 AC104650.1 chr4 8200662 8200719 + -ENSG00000281359.1 AC104650.2 chr4 8215292 8216501 - -ENSG00000170801.9 HTRA3 chr4 8269765 8307111 + -ENSG00000249145.1 RP11-774O3.2 chr4 8320176 8323863 + -ENSG00000248986.1 RP11-774O3.1 chr4 8320279 8323965 + -ENSG00000251615.3 RP11-774O3.3 chr4 8355090 8358338 - -ENSG00000087008.15 ACOX3 chr4 8366282 8440723 - -ENSG00000202054.1 RNA5SP152 chr4 8393015 8393124 + -ENSG00000155275.18 TRMT44 chr4 8436140 8493531 + -ENSG00000251186.1 RP11-689P11.3 chr4 8453410 8454942 - -ENSG00000205959.3 RP11-689P11.2 chr4 8482270 8512610 + -ENSG00000155269.11 GPR78 chr4 8558725 8619761 + -ENSG00000109625.18 CPZ chr4 8592660 8619759 + -ENSG00000250915.1 RP11-1338A24.1 chr4 8745397 8746033 - -ENSG00000215612.6 HMX1 chr4 8846076 8871817 - -ENSG00000258507.1 RP13-582L3.4 chr4 8858715 8860827 - -ENSG00000197468.5 RP11-747H12.1 chr4 8949630 8950559 + -ENSG00000249272.1 UNC93B8 chr4 8959628 8963981 + -ENSG00000250804.1 RP11-747H12.3 chr4 8981436 8982360 + -ENSG00000249347.1 RP11-747H12.4 chr4 8990455 8990806 + -ENSG00000271057.1 RP11-747H12.7 chr4 9020857 9021161 - -ENSG00000238726.1 AC073648.1 chr4 9023333 9023480 - -ENSG00000251313.1 RP11-747H12.5 chr4 9030286 9031066 + -ENSG00000250342.1 SNRPCP16 chr4 9051842 9052051 - -ENSG00000249767.1 ENPP7P10 chr4 9079023 9141608 + -ENSG00000163612.10 FAM86KP chr4 9153296 9165451 + -ENSG00000250268.3 ALG1L14P chr4 9166297 9170270 - -ENSG00000264372.1 AC108519.1 chr4 9168229 9168294 - -ENSG00000229924.3 FAM90A26 chr4 9170409 9176730 + -ENSG00000231396.2 USP17L10 chr4 9210657 9212608 + -ENSG00000233136.2 USP17L11 chr4 9215405 9217356 + -ENSG00000227551.1 USP17L12 chr4 9220152 9221744 + -ENSG00000232399.3 USP17L13 chr4 9224896 9226847 + -ENSG00000249482.1 USP17L14P chr4 9229641 9231233 + -ENSG00000223569.5 USP17L15 chr4 9234385 9365080 + -ENSG00000250231.1 USP17L16P chr4 9239130 9240722 + -ENSG00000249104.2 USP17L17 chr4 9243879 9245830 + -ENSG00000250844.2 USP17L18 chr4 9248630 9250581 + -ENSG00000248920.2 USP17L19 chr4 9253378 9255329 + -ENSG00000250745.2 USP17L20 chr4 9258124 9260075 + -ENSG00000249811.2 USP17L21 chr4 9262872 9264823 + -ENSG00000248933.2 USP17L22 chr4 9267619 9269570 + -ENSG00000250913.2 USP17L23 chr4 9272364 9272914 + -ENSG00000232264.4 USP17L24 chr4 9325165 9327116 + -ENSG00000230430.4 USP17L25 chr4 9329911 9331862 + -ENSG00000229579.4 USP17L26 chr4 9334658 9336609 + -ENSG00000227140.3 USP17L5 chr4 9339403 9340995 + -ENSG00000235780.3 USP17L27 chr4 9344148 9345740 + -ENSG00000231051.3 USP17L28 chr4 9348893 9350485 + -ENSG00000231637.3 USP17L29 chr4 9353638 9355230 + -ENSG00000251694.1 USP17L9P chr4 9358383 9359975 + -ENSG00000228856.3 USP17L30 chr4 9363129 9364721 + -ENSG00000205946.1 USP17L6P chr4 9367874 9369070 + -ENSG00000219492.4 RP11-1396O13.13 chr4 9384017 9388983 - -ENSG00000188438.4 RP11-1396O13.14 chr4 9399204 9403565 + -ENSG00000252307.1 RNA5SP153 chr4 9411178 9411253 - -ENSG00000232773.2 RP11-1396O13.15 chr4 9422313 9429702 + -ENSG00000186146.1 DEFB131 chr4 9444534 9450514 + -ENSG00000248364.1 OR7E86P chr4 9459255 9460244 + -ENSG00000266246.1 AC097493.1 chr4 9470968 9471055 + -ENSG00000250884.1 OR7E85P chr4 9483718 9484702 + -ENSG00000251624.1 UNC93B7 chr4 9493736 9498066 + -ENSG00000249866.1 OR7E83P chr4 9512905 9513874 + -ENSG00000249443.1 RP11-1396O13.22 chr4 9521910 9522276 + -ENSG00000242034.1 RP11-1396O13.1 chr4 9553614 9553985 - -ENSG00000221275.1 MIR548I2 chr4 9556168 9556316 - -ENSG00000244004.1 RP11-1396O13.2 chr4 9563171 9563950 + -ENSG00000249799.1 SNRPCP13 chr4 9583942 9584131 - -ENSG00000250942.1 ENPP7P11 chr4 9677308 9677934 + -ENSG00000186234.7 FAM86MP chr4 9692495 9702954 + -ENSG00000251087.3 ALG1L3P chr4 9703754 9710812 - -ENSG00000203436.2 Metazoa_SRP chr4 9711953 9712233 - -ENSG00000249563.1 RP11-751L19.1 chr4 9733370 9742361 + -ENSG00000250425.1 OR7E35P chr4 9754898 9755778 + -ENSG00000109667.11 SLC2A9 chr4 9771153 10054936 - -ENSG00000169676.5 DRD5 chr4 9781680 9784009 + -ENSG00000252002.1 RNA5SP154 chr4 9792751 9792861 - -ENSG00000249219.1 RP13-560N11.1 chr4 9922814 9924146 + -ENSG00000250413.1 RP11-448G15.1 chr4 10006482 10009725 + -ENSG00000261490.1 RP11-448G15.3 chr4 10068089 10073019 - -ENSG00000071127.16 WDR1 chr4 10074339 10116949 - -ENSG00000264931.1 MIR3138 chr4 10078611 10078692 - -ENSG00000223086.1 RNA5SP155 chr4 10115756 10115884 - -ENSG00000250393.1 RP11-480G3.1 chr4 10143367 10143655 - -ENSG00000251296.1 AC006499.7 chr4 10167159 10167765 - -ENSG00000248777.1 AC006499.6 chr4 10199823 10200672 - -ENSG00000271544.1 AC006499.9 chr4 10238213 10238235 - -ENSG00000250040.2 RAF1P1 chr4 10254926 10256621 - -ENSG00000250573.1 AC006499.5 chr4 10259445 10260138 - -ENSG00000250074.1 AC006499.4 chr4 10267895 10268231 - -ENSG00000250505.1 AC006499.3 chr4 10284961 10285708 - -ENSG00000251278.1 AC006499.2 chr4 10292195 10292708 - -ENSG00000251338.1 AC006499.1 chr4 10294463 10295579 - -ENSG00000250613.1 RP11-136I13.1 chr4 10410996 10411644 + -ENSG00000178163.7 ZNF518B chr4 10439874 10457410 - -ENSG00000248419.2 RP11-136I13.2 chr4 10478524 10478923 - -ENSG00000109684.14 CLNK chr4 10486395 10684865 - -ENSG00000281045.1 AC005599.1 chr4 10581280 10581389 + -ENSG00000249334.1 RP11-61G19.1 chr4 10685003 10697661 + -ENSG00000207716.1 MIR572 chr4 11368827 11368921 + -ENSG00000250896.1 RNPS1P1 chr4 11371975 11372892 + -ENSG00000002587.9 HS3ST1 chr4 11393150 11429765 - -ENSG00000222182.1 RNA5SP156 chr4 11414051 11414160 - -ENSG00000251152.1 RP11-281P23.1 chr4 11469250 11478196 + -ENSG00000249631.5 RP11-281P23.2 chr4 11625714 11813958 + -ENSG00000248300.1 RP11-74M11.2 chr4 11740948 11769468 - -ENSG00000248262.1 RP11-1J7.1 chr4 11914667 11919688 + -ENSG00000266669.1 AC097452.1 chr4 12013347 12013441 - -ENSG00000251210.5 RP11-168E17.1 chr4 12223451 12251286 + -ENSG00000212282.1 RNU6-578P chr4 12312588 12312690 + -ENSG00000249995.1 ECM1P2 chr4 12639086 12641009 + -ENSG00000249780.1 RP11-352E6.2 chr4 12640298 12640637 - -ENSG00000275277.1 AC096750.1 chr4 12797074 12797172 + -ENSG00000250371.1 RP11-22A3.2 chr4 12859101 12864961 - -ENSG00000250098.1 RP11-22A3.1 chr4 12947574 12948670 - -ENSG00000205940.8 HSP90AB2P chr4 13333414 13338657 + -ENSG00000157869.14 RAB28 chr4 13361354 13484365 - -ENSG00000281202.2 LINC01097 chr4 13526319 13534335 - -ENSG00000109705.7 NKX3-2 chr4 13540830 13545050 - -ENSG00000246095.2 LINC01096 chr4 13546075 13547801 - -ENSG00000038219.12 BOD1L1 chr4 13568738 13627723 - -ENSG00000281620.1 AC006445.1 chr4 13627442 13627591 + -ENSG00000266240.1 MIR5091 chr4 13627865 13627957 + -ENSG00000249148.2 AC006445.7 chr4 13631820 13632599 - -ENSG00000242209.1 AC006445.6 chr4 13647697 13648400 - -ENSG00000250634.5 LINC01182 chr4 13655179 13977075 + -ENSG00000281488.1 AC098830.1 chr4 13658627 13658713 + -ENSG00000250497.1 AC007126.1 chr4 13777377 13782157 - -ENSG00000224569.3 RP11-341G5.2 chr4 13977166 13978028 + -ENSG00000248698.5 LINC01085 chr4 14111968 14140052 + -ENSG00000251317.1 KLF17P2 chr4 14126339 14126664 + -ENSG00000251679.1 RP11-669M16.2 chr4 14134936 14143592 + -ENSG00000249988.1 RP11-669M16.1 chr4 14164455 14242813 + -ENSG00000251412.1 AC006296.1 chr4 14383123 14409078 - -ENSG00000248425.1 AC006296.2 chr4 14390439 14393992 + -ENSG00000248360.7 LINC00504 chr4 14470465 14888169 - -ENSG00000251252.1 MTND2P31 chr4 14505865 14506480 - -ENSG00000202449.1 SNORA63 chr4 14690710 14690832 + -ENSG00000247624.6 CPEB2-AS1 chr4 14909961 15002045 - -ENSG00000137449.15 CPEB2 chr4 15002674 15070153 + -ENSG00000249252.5 RP11-665G4.1 chr4 15004942 15427914 - -ENSG00000199420.1 RN7SKP170 chr4 15093767 15094094 - -ENSG00000163145.12 C1QTNF7 chr4 15339818 15446166 + -ENSG00000251379.1 RP11-484O2.1 chr4 15358141 15420032 - -ENSG00000048342.15 CC2D2A chr4 15469865 15601557 + -ENSG00000249930.1 AC007016.3 chr4 15492729 15492972 - -ENSG00000273133.1 RP11-799M12.2 chr4 15563698 15564253 - -ENSG00000118564.14 FBXL5 chr4 15604539 15681679 - -ENSG00000237765.6 FAM200B chr4 15681662 15705565 + -ENSG00000109743.10 BST1 chr4 15702950 15738313 + -ENSG00000214846.4 RP11-115L11.1 chr4 15730962 15731627 - -ENSG00000248188.2 RP11-442P12.2 chr4 15743196 15743582 + -ENSG00000004468.12 CD38 chr4 15778275 15853230 + -ENSG00000251644.1 HPRT1P1 chr4 15864938 15865940 - -ENSG00000137440.4 FGFBP1 chr4 15935569 15938740 - -ENSG00000137441.7 FGFBP2 chr4 15960243 15969309 - -ENSG00000007062.11 PROM1 chr4 15963076 16084378 - -ENSG00000169762.16 TAPT1 chr4 16160505 16227410 - -ENSG00000249234.1 RP11-452J21.2 chr4 16178939 16183120 + -ENSG00000263327.6 TAPT1-AS1 chr4 16226685 16320140 + -ENSG00000242358.1 RPS21P4 chr4 16256308 16256555 - -ENSG00000248851.1 AC006427.2 chr4 16307456 16308167 + -ENSG00000249506.3 ZEB2P1 chr4 16360686 16397323 - -ENSG00000248138.5 RP11-446J8.1 chr4 16400430 16512187 + -ENSG00000169744.12 LDB2 chr4 16501541 16898809 - -ENSG00000249998.1 RP11-141E13.1 chr4 16973275 17073903 - -ENSG00000251212.1 MTND5P4 chr4 17061878 17062165 + -ENSG00000250819.1 RP11-576E20.1 chr4 17171757 17186059 - -ENSG00000206780.1 SNORA75 chr4 17320746 17320882 - -ENSG00000215278.4 RPS7P6 chr4 17427696 17428274 - -ENSG00000151552.11 QDPR chr4 17460261 17512234 - -ENSG00000249581.2 CLRN2 chr4 17515165 17527104 + -ENSG00000249488.1 NACAP5 chr4 17552117 17552752 - -ENSG00000002549.12 LAP3 chr4 17577192 17607972 + -ENSG00000249502.1 AC006160.5 chr4 17587467 17614571 - -ENSG00000118579.11 MED28 chr4 17614631 17634105 + -ENSG00000047662.4 FAM184B chr4 17629306 17781512 - -ENSG00000163257.10 DCAF16 chr4 17800655 17810758 - -ENSG00000109805.9 NCAPG chr4 17810902 17844862 + -ENSG00000178177.14 LCORL chr4 17841199 18021876 - -ENSG00000235413.3 KRT18P63 chr4 17911674 17912976 + -ENSG00000251048.1 RP11-608B3.1 chr4 18488062 18489508 - -ENSG00000279918.1 AC006840.1 chr4 19098199 19098740 + -ENSG00000248238.1 RP11-3J1.1 chr4 19172335 19456994 - -ENSG00000251816.1 RNA5SP157 chr4 19181814 19181856 - -ENSG00000279379.1 RP11-84N19.1 chr4 19257951 19258337 - -ENSG00000248515.1 RP11-608O21.1 chr4 19455436 19909692 + -ENSG00000249441.1 RP11-94H6.1 chr4 19747179 19754591 - -ENSG00000241612.1 RP13-585F24.1 chr4 19813749 19814231 + -ENSG00000250611.1 RP11-339D20.1 chr4 20037560 20037972 - -ENSG00000145147.19 SLIT2 chr4 20253260 20620561 + -ENSG00000248228.1 SLIT2-IT1 chr4 20392189 20394856 + -ENSG00000207732.1 MIR218-1 chr4 20528275 20528384 + -ENSG00000163138.18 PACRGL chr4 20696282 20752907 + -ENSG00000185774.14 KCNIP4 chr4 20728616 21948799 - -ENSG00000272995.1 RP11-362J17.1 chr4 20766808 20767372 + -ENSG00000250243.2 RP11-120A1.1 chr4 21304542 21316485 + -ENSG00000250092.2 RP11-556G22.3 chr4 21582096 21613728 + -ENSG00000242768.2 RP11-556G22.1 chr4 21656511 21656869 - -ENSG00000248343.1 RP11-556G22.2 chr4 21697450 21719026 + -ENSG00000280650.1 KCNIP4-IT1 chr4 21843341 21853188 - -ENSG00000250039.3 RP11-17E2.2 chr4 21949015 22330330 + -ENSG00000239001.1 RNU6-420P chr4 22118983 22119089 + -ENSG00000152990.13 ADGRA3 chr4 22345071 22516054 - -ENSG00000273832.1 AC098583.1 chr4 22579041 22579146 + -ENSG00000244538.1 RP11-10G12.1 chr4 22594196 22594450 + -ENSG00000251516.1 RP11-10G12.2 chr4 22607501 22611063 + -ENSG00000249948.6 GBA3 chr4 22692914 22819575 + -ENSG00000237350.1 CDC42P6 chr4 22727375 22727950 - -ENSG00000248837.5 RP11-412P11.1 chr4 22997551 23056862 + -ENSG00000249645.1 RP11-552M14.1 chr4 23105502 23123487 + -ENSG00000249547.1 RP11-453O5.1 chr4 23234625 23285573 - -ENSG00000251220.2 RFPL4AP3 chr4 23514940 23515284 - -ENSG00000250137.1 RP11-380P13.1 chr4 23560923 23768652 + -ENSG00000251292.1 ERVH-1 chr4 23723262 23733579 - -ENSG00000109819.8 PPARGC1A chr4 23755041 23904089 - -ENSG00000249453.1 RP13-497K6.1 chr4 23779590 23782560 + -ENSG00000222262.1 AC092846.1 chr4 24421176 24421301 - -ENSG00000109606.12 DHX15 chr4 24517441 24584550 - -ENSG00000207697.1 MIR573 chr4 24520192 24520290 - -ENSG00000243005.3 RN7SL16P chr4 24563193 24563461 - -ENSG00000249256.2 ATP5LP3 chr4 24658072 24658375 - -ENSG00000261121.1 RP11-496D24.2 chr4 24659856 24671568 + -ENSG00000251638.1 AC006390.4 chr4 24768049 24768331 + -ENSG00000248444.1 HNRNPA1P65 chr4 24771467 24772420 + -ENSG00000109610.5 SOD3 chr4 24789912 24800842 + -ENSG00000181982.17 CCDC149 chr4 24806117 24980204 - -ENSG00000153012.11 LGI2 chr4 24998847 25030879 - -ENSG00000109618.11 SEPSECS chr4 25120014 25160442 - -ENSG00000281501.1 SEPSECS-AS1 chr4 25160641 25201440 + -ENSG00000281028.1 PI4K2B chr4 25160663 25277306 + -ENSG00000271172.1 RP11-660M5.1 chr4 25220403 25220913 + -ENSG00000038210.12 PI4K2B chr4 25233975 25279092 + -ENSG00000278135.1 U2 chr4 25250545 25250639 + -ENSG00000168228.14 ZCCHC4 chr4 25312785 25370383 + -ENSG00000264496.1 AC108218.1 chr4 25353970 25354071 + -ENSG00000053900.10 ANAPC4 chr4 25377213 25418498 + -ENSG00000249320.1 RP11-206P5.1 chr4 25472517 25473815 + -ENSG00000248608.2 RP11-206P5.2 chr4 25504997 25506675 + -ENSG00000238632.1 RNU7-126P chr4 25598564 25598625 - -ENSG00000248545.2 RP11-302F12.3 chr4 25608711 25619468 + -ENSG00000228154.3 RP11-302F12.2 chr4 25622777 25623601 + -ENSG00000157765.11 SLC34A2 chr4 25655301 25678748 + -ENSG00000242640.1 RP11-302F12.1 chr4 25678850 25679020 + -ENSG00000249277.1 RP11-302F12.4 chr4 25686202 25686458 - -ENSG00000250050.1 MTND4P9 chr4 25718082 25719745 - -ENSG00000248133.1 RP11-302F12.7 chr4 25719755 25720030 - -ENSG00000251353.1 MTND3P5 chr4 25720099 25720431 - -ENSG00000248654.1 RP11-302F12.5 chr4 25720516 25721056 - -ENSG00000091490.10 SEL1L3 chr4 25747427 25863760 - -ENSG00000250541.1 RP11-302F12.10 chr4 25770266 25773577 + -ENSG00000250317.8 SMIM20 chr4 25861830 25929874 + -ENSG00000251009.2 RP13-494C23.1 chr4 25864881 25869550 - -ENSG00000248452.2 RP11-324H7.1 chr4 26111865 26113839 + -ENSG00000168214.20 RBPJ chr4 26163455 26435131 + -ENSG00000163394.5 CCKAR chr4 26481400 26490462 - -ENSG00000109680.10 TBC1D19 chr4 26576437 26755351 + -ENSG00000265627.1 AC093807.1 chr4 26637390 26637490 - -ENSG00000281715.1 AC093807.2 chr4 26668020 26668119 - -ENSG00000200999.1 SNORD74 chr4 26702309 26702388 + -ENSG00000109689.14 STIM2 chr4 26857678 27025381 + -ENSG00000240005.5 RP11-293A21.1 chr4 26859806 26860599 - -ENSG00000248340.2 RP11-293A21.2 chr4 26873561 26874349 - -ENSG00000251080.1 RP11-415C15.1 chr4 27133996 27140051 - -ENSG00000205830.1 AC024132.1 chr4 27207505 27218404 - -ENSG00000249699.1 RP11-415C15.2 chr4 27217479 27282225 + -ENSG00000222206.1 Y_RNA chr4 27223319 27223427 - -ENSG00000251325.1 RP11-415C15.3 chr4 27262506 27267254 - -ENSG00000250858.1 IGBP1P5 chr4 27585145 27586144 + -ENSG00000251410.1 AC007106.1 chr4 27967723 27985063 - -ENSG00000250038.5 RP11-180C1.1 chr4 28362279 28402864 - -ENSG00000250064.1 RP11-123O22.1 chr4 28435449 28600275 + -ENSG00000243548.3 RN7SL101P chr4 28711198 28711476 + -ENSG00000281784.1 AC096566.1 chr4 28811500 28811667 - -ENSG00000250927.1 MESTP3 chr4 28823244 28824211 - -ENSG00000250190.1 RP11-292B1.2 chr4 28996524 29014594 + -ENSG00000276507.1 RP11-769N22.2 chr4 29010619 29011021 - -ENSG00000249228.1 RP11-769N22.1 chr4 29046591 29048765 + -ENSG00000248176.1 RP11-472K22.1 chr4 29118308 29202770 + -ENSG00000248338.1 RP11-472K22.2 chr4 29214398 29221162 + -ENSG00000251373.1 RP11-68D16.1 chr4 29407100 29408012 + -ENSG00000251113.2 RP11-68D16.2 chr4 29465701 29467850 - -ENSG00000249542.2 EEF1A1P21 chr4 29748757 29750100 + -ENSG00000212045.1 AC109351.1 chr4 29750196 29750310 + -ENSG00000249564.1 RP11-390C19.1 chr4 29907659 29907791 - -ENSG00000244031.3 RPS3AP17 chr4 29962644 29963758 - -ENSG00000248281.1 RP11-174E22.2 chr4 30006951 30008316 - -ENSG00000169851.15 PCDH7 chr4 30720415 31146805 + -ENSG00000249678.1 RP11-619J20.1 chr4 30776257 30793970 - -ENSG00000250624.1 RP11-93M12.1 chr4 30884443 30885182 - -ENSG00000251182.1 RP11-617I14.1 chr4 31171144 31211675 + -ENSG00000278814.1 AC104071.1 chr4 31349786 31349874 - -ENSG00000251434.1 RP11-315A17.1 chr4 31350284 31351725 + -ENSG00000249882.1 RP11-665I14.1 chr4 31506666 31558821 + -ENSG00000251129.1 RP11-734I18.1 chr4 31997397 32155406 + -ENSG00000251329.1 RP11-240A16.1 chr4 32351038 32353220 + -ENSG00000250076.1 RP11-141P6.1 chr4 33010948 33011746 - -ENSG00000249452.2 RP11-638O6.1 chr4 33238239 33238670 - -ENSG00000249766.1 RP11-802H3.1 chr4 33400538 33400679 + -ENSG00000248417.1 RP11-802H3.2 chr4 33433510 33437877 + -ENSG00000265035.1 AC079772.1 chr4 33536744 33536842 + -ENSG00000250954.5 RP11-79E3.3 chr4 33776347 34039893 - -ENSG00000250723.5 RP11-79E3.2 chr4 33850591 33979936 + -ENSG00000239983.1 RP11-79E3.1 chr4 33968174 33968526 + -ENSG00000248685.5 RP11-548L20.1 chr4 34120894 34269747 - -ENSG00000263814.1 AC093786.1 chr4 34386754 34386837 - -ENSG00000250597.5 RP11-725M22.1 chr4 34657606 34669432 + -ENSG00000275250.1 RP11-768G3.1 chr4 34714270 34714598 + -ENSG00000238694.1 snoU13 chr4 34966241 34966344 - -ENSG00000250416.2 SEC63P2 chr4 35487812 35489750 + -ENSG00000206665.1 RNU6-573P chr4 35495898 35496003 + -ENSG00000047365.11 ARAP2 chr4 35948221 36244509 - -ENSG00000248466.1 RP11-640B6.1 chr4 36065060 36065726 - -ENSG00000247193.2 RP11-431M7.3 chr4 36244116 36274220 + -ENSG00000197057.8 DTHD1 chr4 36281622 36345756 + -ENSG00000251438.1 RP11-431M7.2 chr4 36311190 36392410 - -ENSG00000248215.5 RP11-722M1.1 chr4 36496537 36641900 - -ENSG00000251588.2 RP11-698E18.1 chr4 36506043 36508869 + -ENSG00000261761.3 RP11-103J17.2 chr4 37001816 37020708 + -ENSG00000247810.6 RP11-103J17.1 chr4 37078577 37125424 + -ENSG00000264319.1 MIR4801 chr4 37241910 37241991 - -ENSG00000174145.7 NWD2 chr4 37244220 37449465 + -ENSG00000154274.14 C4orf19 chr4 37453941 37623495 + -ENSG00000248936.1 RP11-36B15.1 chr4 37588087 37588875 - -ENSG00000181826.9 RELL1 chr4 37590800 37686376 - -ENSG00000207075.1 Y_RNA chr4 37699895 37700002 - -ENSG00000273527.1 AC108022.1 chr4 37781892 37781980 + -ENSG00000239532.1 RP11-9D8.1 chr4 37821361 37821838 + -ENSG00000169299.13 PGM2 chr4 37826633 37862937 + -ENSG00000279386.1 GAFA3 chr4 37866561 37867091 - -ENSG00000249863.2 RP11-177C12.1 chr4 37868292 37869978 + -ENSG00000065882.15 TBC1D1 chr4 37891087 38139175 + -ENSG00000250254.1 PTTG2 chr4 37960435 37961125 + -ENSG00000251332.1 RP11-177C12.4 chr4 37995494 37996203 - -ENSG00000249649.1 MRPS33P2 chr4 38006784 38007105 - -ENSG00000280678.1 AC108933.1 chr4 38089944 38090036 - -ENSG00000221495.1 AC098680.1 chr4 38238613 38238696 + -ENSG00000251642.1 RP11-600L4.1 chr4 38286994 38287491 + -ENSG00000248227.1 RP11-83C7.1 chr4 38366914 38385759 + -ENSG00000280015.1 RP11-83C7.3 chr4 38390754 38391675 + -ENSG00000249534.1 LINC01258 chr4 38420662 38523180 - -ENSG00000249667.1 LINC01259 chr4 38509767 38518056 + -ENSG00000251635.1 RP11-213G21.2 chr4 38564003 38570671 + -ENSG00000231160.9 KLF3-AS1 chr4 38612701 38664883 - -ENSG00000271958.1 RP11-617D20.2 chr4 38618265 38619437 - -ENSG00000109787.12 KLF3 chr4 38664196 38701042 + -ENSG00000222230.1 RNA5SP158 chr4 38758791 38758892 - -ENSG00000174123.10 TLR10 chr4 38772239 38782990 - -ENSG00000174125.7 TLR1 chr4 38790677 38856817 - -ENSG00000174130.12 TLR6 chr4 38823715 38856817 - -ENSG00000281018.1 AC108044.1 chr4 38859306 38859445 + -ENSG00000197712.11 FAM114A1 chr4 38867677 38945739 + -ENSG00000207944.1 MIR574 chr4 38868032 38868127 + -ENSG00000121895.7 TMEM156 chr4 38966744 39032922 - -ENSG00000109790.16 KLHL5 chr4 39045039 39126857 + -ENSG00000249207.1 RP11-360F5.1 chr4 39112677 39126818 - -ENSG00000249685.1 RP11-360F5.3 chr4 39133913 39135608 + -ENSG00000157796.17 WDR19 chr4 39182404 39285810 + -ENSG00000035928.14 RFC1 chr4 39287456 39366375 - -ENSG00000206675.1 RNU6-32P chr4 39297605 39297711 - -ENSG00000222592.1 RNU6-887P chr4 39399149 39399248 + -ENSG00000134962.6 KLB chr4 39406853 39451536 + -ENSG00000264621.1 MIR5591 chr4 39411910 39411974 + -ENSG00000238797.1 Y_RNA chr4 39441665 39441764 + -ENSG00000163682.15 RPL9 chr4 39454124 39458948 - -ENSG00000121897.13 LIAS chr4 39459000 39477653 + -ENSG00000224097.5 RP11-472B18.1 chr4 39480255 39481905 + -ENSG00000109814.11 UGDH chr4 39498755 39528311 - -ENSG00000249348.1 UGDH-AS1 chr4 39528019 39594707 + -ENSG00000163683.11 SMIM14 chr4 39546330 39639090 - -ENSG00000252796.1 RNU7-11P chr4 39621012 39621073 + -ENSG00000255458.5 RP11-539G18.3 chr4 39639140 39666644 + -ENSG00000078140.13 UBE2K chr4 39698044 39782792 + -ENSG00000252975.1 Y_RNA chr4 39710085 39710176 - -ENSG00000249019.2 RP11-539G18.1 chr4 39713842 39714451 - -ENSG00000243260.3 RN7SL558P chr4 39761000 39761298 + -ENSG00000180610.10 ZBTB12P1 chr4 39770081 39771371 - -ENSG00000121892.14 PDS5A chr4 39822863 39977956 - -ENSG00000271278.1 TCEB1P33 chr4 39932454 39933561 + -ENSG00000252970.1 RNA5SP159 chr4 39936753 39936855 + -ENSG00000275114.1 AC098591.1 chr4 39972741 39972797 - -ENSG00000250568.1 RP11-333E13.2 chr4 39973128 39973442 - -ENSG00000231707.4 PABPC1P1 chr4 39973444 39974338 + -ENSG00000249064.1 KRT18P25 chr4 40020240 40021517 + -ENSG00000205794.4 RP11-333E13.4 chr4 40042917 40057199 - -ENSG00000078177.13 N4BP2 chr4 40056826 40158252 + -ENSG00000200455.1 RNU6-1112P chr4 40077884 40077982 + -ENSG00000201863.1 SNORA51 chr4 40082983 40083106 + -ENSG00000248977.1 RP11-395I6.1 chr4 40142198 40142365 - -ENSG00000260296.1 RP11-395I6.3 chr4 40166675 40167831 + -ENSG00000168421.12 RHOH chr4 40191053 40246967 + -ENSG00000250338.1 RP11-395I6.2 chr4 40265472 40266457 + -ENSG00000249241.1 AC195454.1 chr4 40316485 40330419 + -ENSG00000174343.5 CHRNA9 chr4 40335329 40355217 + -ENSG00000239010.1 RNU7-74P chr4 40377452 40377513 - -ENSG00000163694.14 RBM47 chr4 40423267 40630875 - -ENSG00000250893.1 RP11-588L15.2 chr4 40426119 40427585 + -ENSG00000275251.1 AC098869.1 chr4 40463711 40463803 + -ENSG00000242197.2 RP11-588L15.1 chr4 40491733 40492024 + -ENSG00000263642.1 MIR4802 chr4 40502040 40502119 - -ENSG00000179299.16 NSUN7 chr4 40749897 40809985 + -ENSG00000248780.1 RP11-632F7.1 chr4 40786110 40786710 + -ENSG00000163697.16 APBB2 chr4 40810027 41216714 - -ENSG00000250906.1 RP11-632F7.3 chr4 40812779 40826151 + -ENSG00000207195.1 Y_RNA chr4 40826655 40826765 - -ENSG00000201736.1 RNA5SP160 chr4 40990154 40990273 + -ENSG00000199790.1 RNU6-836P chr4 41084607 41084713 + -ENSG00000207198.1 RNU6-1195P chr4 41113942 41114045 + -ENSG00000251173.1 UCHL1-AS1 chr4 41220074 41256727 - -ENSG00000154277.12 UCHL1 chr4 41256413 41268455 + -ENSG00000207481.1 Y_RNA chr4 41303237 41303337 - -ENSG00000064042.17 LIMCH1 chr4 41359607 41700044 + -ENSG00000239627.3 RP11-124A7.1 chr4 41389115 41389593 + -ENSG00000249216.1 RP11-227F19.5 chr4 41688858 41692797 - -ENSG00000249081.1 OR5M14P chr4 41722538 41723512 - -ENSG00000109132.6 PHOX2B chr4 41744082 41748970 - -ENSG00000250467.1 RP11-227F19.1 chr4 41748293 41824119 + -ENSG00000249122.1 RP11-227F19.2 chr4 41750345 41757341 + -ENSG00000200338.1 RNU1-49P chr4 41771945 41772103 - -ENSG00000281235.1 AC105389.1 chr4 41794665 41794773 - -ENSG00000249745.1 HMGB1P28 chr4 41842154 41843950 - -ENSG00000245870.2 LINC00682 chr4 41876481 41882611 - -ENSG00000249771.1 RP11-457P14.5 chr4 41883060 41894579 - -ENSG00000249887.1 RP11-457P14.6 chr4 41924180 41924380 + -ENSG00000109133.12 TMEM33 chr4 41935120 41960572 + -ENSG00000182308.6 DCAF4L1 chr4 41981696 41986467 + -ENSG00000272862.1 RP11-814H16.2 chr4 41988741 41989237 - -ENSG00000014824.13 SLC30A9 chr4 41990472 42090457 + -ENSG00000249212.1 ATP1B1P1 chr4 42029209 42030123 + -ENSG00000188848.15 BEND4 chr4 42110938 42152878 - -ENSG00000250781.1 RP11-63A11.1 chr4 42281830 42391268 - -ENSG00000178343.4 SHISA3 chr4 42397839 42402487 + -ENSG00000124406.16 ATP8A1 chr4 42408373 42657105 - -ENSG00000266058.1 AC084010.1 chr4 42445990 42446072 + -ENSG00000240167.1 RPS7P7 chr4 42471810 42472380 + -ENSG00000248283.2 CCNL2P1 chr4 42561457 42562425 - -ENSG00000260519.1 RP11-109E24.2 chr4 42657496 42657928 + -ENSG00000251517.1 RP11-109E24.1 chr4 42706107 42707335 + -ENSG00000252595.1 RN7SKP82 chr4 42892396 42892618 + -ENSG00000215203.2 GRXCR1 chr4 42893267 43030658 + -ENSG00000248939.1 RP11-395F4.1 chr4 43133867 43234956 + -ENSG00000250657.1 RP11-1E6.1 chr4 43340875 43345600 + -ENSG00000277096.1 RP11-324J13.3 chr4 43388157 43388437 + -ENSG00000213851.3 RP11-324J13.1 chr4 43410041 43410937 - -ENSG00000248143.1 RP11-324J13.2 chr4 43457527 43492543 - -ENSG00000251501.1 RP11-466J24.1 chr4 43586328 43588097 + -ENSG00000239464.3 RN7SL691P chr4 43598544 43598844 - -ENSG00000239679.3 RN7SL193P chr4 43863274 43863549 + -ENSG00000124399.4 RP11-663P9.2 chr4 43898962 43899351 + -ENSG00000250863.1 RP11-663P9.1 chr4 43980006 43981620 - -ENSG00000251350.1 RP11-328N19.1 chr4 44016861 44022063 + -ENSG00000183783.6 KCTD8 chr4 44173909 44448807 - -ENSG00000281514.1 Metazoa_SRP chr4 44299628 44299915 - -ENSG00000266496.1 AC131951.1 chr4 44448005 44448110 + -ENSG00000251159.1 RP11-500G9.1 chr4 44533615 44533880 + -ENSG00000177752.14 YIPF7 chr4 44622065 44678556 - -ENSG00000151806.13 GUF1 chr4 44678427 44700926 + -ENSG00000163281.11 GNPDA2 chr4 44682200 44726595 - -ENSG00000273369.1 RP11-700J17.1 chr4 44693946 44694386 - -ENSG00000272936.1 RP11-700J17.2 chr4 44704405 44704965 + -ENSG00000249729.2 RP11-55C6.1 chr4 44840380 44841402 - -ENSG00000248987.2 PRDX4P1 chr4 44944015 44944961 - -ENSG00000275959.1 RP11-362I1.2 chr4 44994426 44996022 + -ENSG00000248744.1 RP11-362I1.1 chr4 45009540 45051652 + -ENSG00000248320.1 PRKRIRP9 chr4 45323253 45326028 - -ENSG00000224560.3 RP11-270L13.1 chr4 45414337 45414910 - -ENSG00000200720.1 RNU6-931P chr4 45480030 45480136 + -ENSG00000222257.1 RN7SKP199 chr4 45995119 45995423 + -ENSG00000163285.7 GABRG1 chr4 46035769 46124081 - -ENSG00000260878.1 RP11-320H14.1 chr4 46243548 46244215 - -ENSG00000151834.15 GABRA2 chr4 46248427 46475230 - -ENSG00000249330.1 RP11-436F23.1 chr4 46390255 46433188 + -ENSG00000252243.1 RNU6-412P chr4 46531237 46531342 - -ENSG00000249936.3 RAC1P2 chr4 46723830 46724408 - -ENSG00000170516.16 COX7B2 chr4 46734827 46909235 - -ENSG00000109158.10 GABRA4 chr4 46918900 46994407 - -ENSG00000163288.13 GABRB1 chr4 46993723 47426444 + -ENSG00000260918.1 RP11-731J8.2 chr4 47431960 47438959 + -ENSG00000169019.10 COMMD8 chr4 47450796 47463719 - -ENSG00000145246.13 ATP10D chr4 47485288 47593486 + -ENSG00000242431.2 RP11-731J8.1 chr4 47490967 47491471 - -ENSG00000248254.1 AC092597.3 chr4 47556731 47560259 - -ENSG00000145244.11 CORIN chr4 47593998 47838106 - -ENSG00000277388.1 MIR8053 chr4 47652669 47652743 + -ENSG00000242262.1 RP11-100N21.1 chr4 47706372 47706987 + -ENSG00000259959.1 RP11-121C2.2 chr4 47840122 47844339 - -ENSG00000170448.11 NFXL1 chr4 47847233 47914667 - -ENSG00000163293.11 NIPAL1 chr4 47914142 48040173 + -ENSG00000198515.13 CNGA1 chr4 47935977 48016672 - -ENSG00000221764.1 AC107068.1 chr4 47976216 47976327 + -ENSG00000074966.10 TXK chr4 48066393 48134256 - -ENSG00000200269.1 RNU6-838P chr4 48106081 48106188 - -ENSG00000135605.12 TEC chr4 48135783 48269864 - -ENSG00000202014.1 Y_RNA chr4 48153434 48153535 + -ENSG00000109171.14 SLAIN2 chr4 48341322 48426212 + -ENSG00000145248.6 SLC10A4 chr4 48483343 48489196 + -ENSG00000182223.7 ZAR1 chr4 48490252 48494389 + -ENSG00000075539.13 FRYL chr4 48497361 48780322 - -ENSG00000251722.1 RNU5E-3P chr4 48574453 48574520 - -ENSG00000109180.14 OCIAD1 chr4 48805212 48861817 + -ENSG00000248256.1 OCIAD1-AS1 chr4 48852008 48860203 - -ENSG00000145247.11 OCIAD2 chr4 48885019 48906937 - -ENSG00000252913.1 RNU6-158P chr4 48932755 48932854 - -ENSG00000251334.2 RP11-317G22.2 chr4 48936582 48936880 + -ENSG00000109182.11 CWH43 chr4 48986247 49062081 + -ENSG00000225455.3 TPI1P4 chr4 49016682 49017154 - -ENSG00000222437.1 AC118282.3 chr4 49197203 49197284 + -ENSG00000221747.1 AC118282.2 chr4 49198015 49198097 + -ENSG00000221415.1 AC118282.1 chr4 49198207 49198289 + -ENSG00000249828.2 RP11-1281K21.2 chr4 49203171 49203726 - -ENSG00000281200.1 AC118282.4 chr4 49209372 49209448 + -ENSG00000249079.1 RP11-1281K21.3 chr4 49212251 49212624 - -ENSG00000280043.1 RP11-1281K21.8 chr4 49229573 49231284 + -ENSG00000250016.2 SNX18P23 chr4 49233289 49233965 - -ENSG00000237961.4 RP11-1281K21.1 chr4 49238032 49245419 - -ENSG00000268736.1 RP11-1281K21.6 chr4 49246021 49246538 + -ENSG00000248946.2 RP11-1281K21.7 chr4 49246601 49246915 + -ENSG00000248583.1 RP11-241F15.1 chr4 49486926 49489554 - -ENSG00000251056.1 ANKRD20A17P chr4 49502145 49506022 - -ENSG00000250769.2 RP11-241F15.3 chr4 49507764 49508806 - -ENSG00000248532.2 RP11-241F15.5 chr4 49523648 49523857 - -ENSG00000269848.1 RP11-1281K21.9 chr4 49524030 49524185 - -ENSG00000268967.1 RP11-1281K21.10 chr4 49548564 49548855 - -ENSG00000268391.1 RP11-241F15.6 chr4 49548918 49549435 - -ENSG00000232471.3 RP11-241F15.7 chr4 49550032 49557400 + -ENSG00000251630.1 RP11-241F15.9 chr4 49561285 49561470 - -ENSG00000251539.1 SNX18P24 chr4 49561479 49562149 + -ENSG00000250753.2 RP11-241F15.10 chr4 49579833 49580189 + -ENSG00000280630.1 AC119751.5 chr4 49583025 49583101 - -ENSG00000249337.2 SNX18P25 chr4 49588772 49589529 + -ENSG00000221075.1 AC119751.1 chr4 49595610 49595692 - -ENSG00000221334.1 AC119751.3 chr4 49598423 49598505 - -ENSG00000221082.1 AC119751.2 chr4 49598615 49598697 - -ENSG00000223099.1 AC119751.4 chr4 49599428 49599509 - -ENSG00000109184.14 DCUN1D4 chr4 51843000 51916837 + -ENSG00000250473.1 DUTP7 chr4 51865050 51865535 - -ENSG00000272576.1 RP11-365H22.2 chr4 51918772 51919381 + -ENSG00000243929.1 RP11-61F5.1 chr4 51978079 51978372 - -ENSG00000188993.3 LRRC66 chr4 51993702 52017620 - -ENSG00000163069.12 SGCB chr4 52020706 52038482 - -ENSG00000251040.1 RP11-535C7.1 chr4 52044805 52046954 + -ENSG00000163071.10 SPATA18 chr4 52051331 52097292 + -ENSG00000251286.2 RP11-588F10.1 chr4 52440494 52441535 - -ENSG00000199924.1 RNU6-1252P chr4 52494849 52494952 + -ENSG00000109189.12 USP46 chr4 52590972 52659335 - -ENSG00000248866.1 USP46-AS1 chr4 52659406 52661668 + -ENSG00000260120.1 RP11-177B4.2 chr4 52680609 52692649 + -ENSG00000226950.6 DANCR chr4 52712404 52720351 + -ENSG00000264585.1 MIR4449 chr4 52712682 52712747 + -ENSG00000212588.1 SNORA26 chr4 52713249 52713370 + -ENSG00000248375.1 RP11-177B4.1 chr4 52720081 52720831 - -ENSG00000226887.7 ERVMER34-1 chr4 52722618 52751640 - -ENSG00000212490.1 SNORA26 chr4 52748137 52748259 + -ENSG00000266656.1 AC104066.1 chr4 52751147 52751212 - -ENSG00000199901.1 Y_RNA chr4 52786537 52786638 + -ENSG00000250302.1 RP11-752D24.3 chr4 52789994 52815464 + -ENSG00000128045.6 RASL11B chr4 52862290 52866835 + -ENSG00000184178.15 SCFD2 chr4 52872982 53366075 - -ENSG00000248115.1 RP11-752D24.2 chr4 52945649 52958087 + -ENSG00000207385.1 RNU6-310P chr4 53265461 53265567 - -ENSG00000145216.15 FIP1L1 chr4 53377643 53460861 + -ENSG00000282278.1 RP11-231C18.3 chr4 53377839 54295272 + -ENSG00000072201.13 LNX1 chr4 53459301 53701405 - -ENSG00000250930.5 LNX1-AS1 chr4 53496400 53549578 + -ENSG00000173966.7 RP11-18M17.1 chr4 53575713 53576387 + -ENSG00000248494.1 LNX1-AS2 chr4 53592956 53604047 + -ENSG00000274537.1 AC095040.1 chr4 53611608 53611689 + -ENSG00000249341.1 RP11-317M11.1 chr4 53659208 53737156 + -ENSG00000249706.1 RP11-89B16.1 chr4 53899871 53916835 + -ENSG00000250815.1 RP11-89B16.2 chr4 53927499 53928138 - -ENSG00000229585.4 RPL21P44 chr4 53986587 53987058 - -ENSG00000272650.1 RP11-571I18.4 chr4 53997415 53997712 - -ENSG00000109220.10 CHIC2 chr4 54009789 54064690 - -ENSG00000269506.2 RP11-571I18.5 chr4 54059597 54061210 + -ENSG00000251105.1 RP11-571I18.2 chr4 54076625 54076848 + -ENSG00000250147.1 MORF4L2P1 chr4 54086926 54087783 + -ENSG00000180613.10 GSX2 chr4 54099523 54102505 + -ENSG00000242670.1 RP11-601I15.1 chr4 54221126 54221472 + -ENSG00000134853.11 PDGFRA chr4 54229097 54298247 + -ENSG00000278059.1 AC098587.1 chr4 54273705 54273772 + -ENSG00000248184.1 RP11-231C18.1 chr4 54332892 54355954 + -ENSG00000248518.1 RP11-231C18.2 chr4 54376002 54376752 + -ENSG00000251264.1 RP11-545H22.1 chr4 54440502 54446723 - -ENSG00000250456.1 AC006552.1 chr4 54603211 54607131 - -ENSG00000157404.15 KIT chr4 54657918 54740715 + -ENSG00000249727.1 RP11-273B19.2 chr4 54836161 54845402 - -ENSG00000251256.1 RP11-273B19.1 chr4 54845568 54859241 + -ENSG00000248317.1 RP11-463H12.2 chr4 54943630 54956818 + -ENSG00000244422.3 RPL38P3 chr4 54976159 54976371 - -ENSG00000264332.1 AC111194.1 chr4 55010833 55010932 - -ENSG00000252815.1 RNU6-410P chr4 55031965 55032071 - -ENSG00000250646.1 RP11-530I17.1 chr4 55053060 55092534 + -ENSG00000244034.3 RN7SL424P chr4 55063738 55064026 + -ENSG00000128052.8 KDR chr4 55078477 55125589 - -ENSG00000239545.3 RN7SL822P chr4 55215624 55215919 - -ENSG00000250812.2 RP11-530I17.2 chr4 55219344 55219973 + -ENSG00000206839.1 RNU6-746P chr4 55294490 55294598 + -ENSG00000250464.1 LRRC34P2 chr4 55313011 55313924 - -ENSG00000128039.10 SRD5A3 chr4 55346109 55373096 + -ENSG00000251111.2 FCF1P8 chr4 55351812 55352408 - -ENSG00000249700.8 SRD5A3-AS1 chr4 55363971 55395847 - -ENSG00000273257.1 RP11-177J6.1 chr4 55387949 55388271 + -ENSG00000134851.12 TMEM165 chr4 55395957 55453397 + -ENSG00000239040.1 Y_RNA chr4 55412636 55412738 + -ENSG00000134852.14 CLOCK chr4 55427903 55547138 - -ENSG00000238585.1 Y_RNA chr4 55501595 55501708 - -ENSG00000223305.1 RN7SKP30 chr4 55540502 55540835 - -ENSG00000272969.1 RP11-528I4.2 chr4 55547112 55547889 + -ENSG00000163440.10 PDCL2 chr4 55556525 55592212 - -ENSG00000109255.11 NMU chr4 55595229 55636698 - -ENSG00000251923.1 RNU6-276P chr4 55798636 55798731 + -ENSG00000250821.1 RP11-345F18.1 chr4 55820003 55837382 + -ENSG00000090989.17 EXOC1 chr4 55853616 55905034 + -ENSG00000202358.1 RNU6-652P chr4 55885595 55885701 + -ENSG00000222954.1 AC110611.1 chr4 55929982 55930073 + -ENSG00000174799.10 CEP135 chr4 55948871 56033363 + -ENSG00000109265.12 KIAA1211 chr4 56049073 56328625 + -ENSG00000200741.1 RNA5SP161 chr4 56097390 56097504 + -ENSG00000280464.1 AC092627.1 chr4 56097422 56097481 + -ENSG00000252489.1 RNU6-197P chr4 56288485 56288584 - -ENSG00000250324.2 MRPL22P1 chr4 56320719 56321334 - -ENSG00000157426.13 AASDH chr4 56338287 56387508 - -ENSG00000242083.2 RPL7AP31 chr4 56356135 56356932 + -ENSG00000269921.1 RP11-646I6.5 chr4 56387625 56388153 + -ENSG00000128059.8 PPAT chr4 56393362 56435615 - -ENSG00000270147.1 RP11-646I6.6 chr4 56396312 56396871 + -ENSG00000128050.8 PAICS chr4 56435741 56464579 + -ENSG00000174780.15 SRP72 chr4 56466915 56503680 + -ENSG00000196503.2 ARL9 chr4 56505343 56524448 + -ENSG00000249693.2 THEGL chr4 56530609 56603507 + -ENSG00000248590.2 GLDCP1 chr4 56593004 56595681 + -ENSG00000171476.21 HOPX chr4 56647988 56681899 - -ENSG00000280285.1 RP11-630A13.4 chr4 56662469 56665694 - -ENSG00000241250.1 RPL17P20 chr4 56710060 56710614 + -ENSG00000227040.4 RP11-533F5.2 chr4 56760919 56761485 - -ENSG00000240545.3 RN7SL492P chr4 56794348 56794642 - -ENSG00000281241.1 AC022483.1 chr4 56794354 56794438 - -ENSG00000265894.2 RN7SL357P chr4 56805834 56806131 + -ENSG00000128040.10 SPINK2 chr4 56809860 56821742 - -ENSG00000278226.1 Metazoa_SRP chr4 56810422 56810681 + -ENSG00000251799.1 Y_RNA chr4 56818218 56818314 - -ENSG00000084093.15 REST chr4 56907876 56935844 + -ENSG00000269949.1 RP11-738E22.3 chr4 56960927 56961373 - -ENSG00000084092.6 NOA1 chr4 56963370 56978823 - -ENSG00000047315.14 POLR2B chr4 56977722 57031168 + -ENSG00000251703.1 RNU6-998P chr4 57002692 57002792 + -ENSG00000163453.11 IGFBP7 chr4 57030773 57110385 - -ENSG00000250384.1 UBE2CP3 chr4 57072683 57073132 + -ENSG00000245067.6 IGFBP7-AS1 chr4 57109762 57205510 + -ENSG00000250192.1 RP11-300M6.1 chr4 57154577 57156452 + -ENSG00000243920.2 RPS26P24 chr4 57352999 57353329 - -ENSG00000248505.1 RP11-319E12.1 chr4 57425872 57465986 + -ENSG00000251459.1 RP11-319E12.2 chr4 57491390 57495233 + -ENSG00000251049.2 RP11-685F15.1 chr4 57595940 57605872 - -ENSG00000250333.1 RP11-4O3.1 chr4 57605694 57658800 - -ENSG00000249831.2 RP11-4O3.2 chr4 57720035 57724655 + -ENSG00000248660.1 SRIP1 chr4 58103147 58103434 + -ENSG00000249105.2 RP11-25L5.2 chr4 58117758 58118070 - -ENSG00000250340.1 RP11-577G20.1 chr4 58524515 58536328 - -ENSG00000250078.1 RP11-577G20.2 chr4 58562165 58565122 - -ENSG00000251339.5 RP11-506N2.1 chr4 58780626 58984152 - -ENSG00000251266.1 RP11-340A13.2 chr4 58984282 59046959 + -ENSG00000249382.2 RP11-340A13.1 chr4 58987182 58988160 - -ENSG00000250375.2 RP11-340A13.3 chr4 59047020 59075256 - -ENSG00000249111.1 RP11-622J8.1 chr4 59152834 59176146 + -ENSG00000199780.1 Y_RNA chr4 59533786 59533898 + -ENSG00000249392.1 RP11-725D20.1 chr4 59551142 59630324 - -ENSG00000249892.1 RP11-525J21.1 chr4 59767816 59792114 - -ENSG00000201676.1 Y_RNA chr4 59833175 59833276 + -ENSG00000201775.1 RNU6-1325P chr4 59834063 59834167 + -ENSG00000216027.1 AC095061.1 chr4 60663949 60664038 - -ENSG00000249066.1 RP11-593F5.2 chr4 60750586 60789999 + -ENSG00000248237.2 RP11-593F5.1 chr4 60784115 60784696 + -ENSG00000265829.1 MIR548AG1 chr4 60922619 60922684 + -ENSG00000240152.2 RP11-16N2.1 chr4 61143656 61153962 + -ENSG00000150471.15 ADGRL3 chr4 61201258 62078335 + -ENSG00000241261.1 RPL17P19 chr4 61211652 61212203 + -ENSG00000205682.2 RP11-798L4.1 chr4 61420246 61428221 - -ENSG00000226439.3 RP11-621K7.1 chr4 61775449 61775850 - -ENSG00000202169.1 Y_RNA chr4 61906313 61906408 + -ENSG00000248692.5 ADGRL3-AS1 chr4 62071752 62165554 - -ENSG00000225405.3 RPS15AP17 chr4 62105660 62106049 - -ENSG00000273583.1 AC007511.1 chr4 62143542 62143634 + -ENSG00000241344.1 RPL21P47 chr4 62248294 62248770 + -ENSG00000250249.2 RP11-30P21.2 chr4 62291562 62292337 + -ENSG00000248847.2 RP11-26C10.1 chr4 62489495 62490218 - -ENSG00000248336.1 HMGN1P11 chr4 62510469 62510771 + -ENSG00000265085.1 AC110810.1 chr4 62595377 62595462 + -ENSG00000180673.9 EXOC5P1 chr4 62816826 62818794 + -ENSG00000251055.2 RP11-257A22.1 chr4 63128311 63143881 + -ENSG00000231442.3 LARP1BP1 chr4 63350114 63351472 + -ENSG00000250775.1 RP11-12K22.1 chr4 63468701 63494278 - -ENSG00000205678.7 TECRL chr4 64275257 64409468 - -ENSG00000252104.1 RNU6-191P chr4 64397694 64397787 - -ENSG00000250768.1 DPP3P1 chr4 64430909 64433215 + -ENSG00000251430.1 RP11-63H19.1 chr4 64606418 64606613 + -ENSG00000251385.2 RP11-63H19.2 chr4 64607703 64608831 - -ENSG00000249893.1 MTND6P16 chr4 64608905 64609424 + -ENSG00000250169.1 MTND5P13 chr4 64609454 64610532 - -ENSG00000248259.1 RP11-63H19.5 chr4 64610616 64610909 - -ENSG00000249045.1 RP11-63H19.8 chr4 64610980 64611308 - -ENSG00000248328.1 RP11-63H19.6 chr4 64611374 64611888 - -ENSG00000244669.1 RP11-158O16.1 chr4 64767130 64767897 - -ENSG00000250125.1 RP11-707A18.1 chr4 64914281 65004500 - -ENSG00000248447.2 RP11-633G11.1 chr4 65034634 65036017 - -ENSG00000248998.2 EFTUD1P2 chr4 65142703 65145763 - -ENSG00000249351.2 RP11-498E11.2 chr4 65216616 65217433 + -ENSG00000145242.13 EPHA5 chr4 65319563 65670495 - -ENSG00000243199.1 RP11-408P14.1 chr4 65573459 65574328 + -ENSG00000250846.6 EPHA5-AS1 chr4 65669961 65698029 + -ENSG00000248479.1 RP11-807H7.2 chr4 65702202 65705553 + -ENSG00000222765.1 RNU2-40P chr4 65807240 65807435 - -ENSG00000251527.1 RP11-51P8.1 chr4 65858761 65860204 + -ENSG00000249413.2 RP11-25H12.1 chr4 65998846 66150012 + -ENSG00000272304.1 RP11-19C24.1 chr4 66003281 66016792 + -ENSG00000236562.4 RP11-396M11.1 chr4 66094142 66094526 + -ENSG00000221563.1 MIR1269A chr4 66276824 66276928 + -ENSG00000244099.1 RPS23P3 chr4 66431092 66431521 + -ENSG00000252890.1 RNU6-699P chr4 66897262 66897371 + -ENSG00000250075.5 RP11-584P21.2 chr4 67417305 67468251 - -ENSG00000206629.1 RNU1-63P chr4 67429591 67429754 - -ENSG00000274759.1 5S_rRNA chr4 67439992 67440118 + -ENSG00000250030.2 RP11-584P21.4 chr4 67446267 67446574 + -ENSG00000145241.10 CENPC chr4 67468748 67545606 - -ENSG00000035720.7 STAP1 chr4 67558728 67607337 + -ENSG00000279464.1 RP11-17P16.1 chr4 67607856 67610313 - -ENSG00000033178.12 UBA6 chr4 67612652 67701179 - -ENSG00000270257.1 RP11-17P16.2 chr4 67638177 67638359 + -ENSG00000248049.6 UBA6-AS1 chr4 67701280 68080952 + -ENSG00000250656.2 ST3GAL1P1 chr4 67716375 67717388 - -ENSG00000270228.1 RP11-453E17.3 chr4 67718996 67724262 - -ENSG00000270292.1 RP11-453E17.4 chr4 67725183 67726395 - -ENSG00000109163.6 GNRHR chr4 67739328 67754360 - -ENSG00000202374.1 SNORA62 chr4 67747236 67747386 + -ENSG00000232398.1 TMPRSS11CP chr4 67766480 67773854 - -ENSG00000153802.11 TMPRSS11D chr4 67820876 67884032 - -ENSG00000187054.14 TMPRSS11A chr4 67909385 67964140 - -ENSG00000229009.7 TMPRSS11GP chr4 67991684 68015768 - -ENSG00000207428.1 RNU6-95P chr4 68003895 68004001 + -ENSG00000227725.3 GCOM2 chr4 68038544 68039647 + -ENSG00000198092.5 TMPRSS11F chr4 68053198 68129880 - -ENSG00000215127.6 SYT14P1 chr4 68061822 68063269 - -ENSG00000250426.2 FTLP10 chr4 68182292 68212470 + -ENSG00000250026.5 TMPRSS11BNL chr4 68184081 68218080 - -ENSG00000185873.7 TMPRSS11B chr4 68226653 68245720 - -ENSG00000250642.3 RP11-642E20.5 chr4 68282461 68285959 - -ENSG00000248639.2 RP11-642E20.2 chr4 68293127 68294364 + -ENSG00000249531.2 RP11-642E20.3 chr4 68300325 68302459 + -ENSG00000248122.1 APOOP4 chr4 68304343 68304939 - -ENSG00000083896.12 YTHDC1 chr4 68310387 68350089 - -ENSG00000162840.4 MT2P1 chr4 68376323 68376505 + -ENSG00000087128.9 TMPRSS11E chr4 68447449 68497604 + -ENSG00000250566.1 UGT2B29P chr4 68509441 68517647 - -ENSG00000197888.2 UGT2B17 chr4 68537184 68568527 - -ENSG00000196620.8 UGT2B15 chr4 68537413 68670628 - -ENSG00000249472.1 RP11-1267H10.2 chr4 68614419 68615013 + -ENSG00000251101.1 RP11-1267H10.1 chr4 68615393 68616137 - -ENSG00000251074.1 RP11-1267H10.3 chr4 68626847 68628899 - -ENSG00000248635.1 RP11-1267H10.4 chr4 68704600 68712498 - -ENSG00000250376.1 CTD-2005D20.1 chr4 68784618 68787474 + -ENSG00000251236.1 RP11-468N14.1 chr4 68813995 68814727 + -ENSG00000109181.11 UGT2B10 chr4 68815993 68831196 + -ENSG00000251424.1 RP11-468N14.3 chr4 68834213 68834368 - -ENSG00000249235.1 RP11-468N14.4 chr4 68861332 68861610 - -ENSG00000251529.1 RP11-468N14.5 chr4 68877626 68880131 - -ENSG00000248547.2 RP11-468N14.6 chr4 68883885 68884440 - -ENSG00000248613.1 RP11-468N14.7 chr4 68900651 68900910 - -ENSG00000272626.1 RP11-468N14.13 chr4 68901008 68906983 - -ENSG00000249985.1 RP11-468N14.8 chr4 68907918 68908034 - -ENSG00000198277.6 RP11-468N14.09 chr4 68914928 68924741 - -ENSG00000135220.10 UGT2A3 chr4 68928463 68951791 - -ENSG00000251498.1 RP11-468N14.10 chr4 68972999 68975993 - -ENSG00000249735.1 RP11-468N14.12 chr4 68985009 68988533 - -ENSG00000250277.2 RP11-468N14.11 chr4 68996935 68997709 - -ENSG00000213759.8 UGT2B11 chr4 69004618 69214731 - -ENSG00000251685.3 UGT2B27P chr4 69004862 69020414 - -ENSG00000249890.1 RP11-813N20.2 chr4 69021656 69022340 - -ENSG00000250919.1 UGT2B26P chr4 69027831 69044578 + -ENSG00000171234.13 UGT2B7 chr4 69051363 69112987 + -ENSG00000248763.2 RP13-644M16.5 chr4 69066395 69069888 + -ENSG00000251284.2 RP13-644M16.1 chr4 69125274 69126451 + -ENSG00000250100.2 RP13-644M16.3 chr4 69131351 69134814 + -ENSG00000251427.1 RP13-644M16.2 chr4 69144734 69147671 + -ENSG00000196472.4 RP13-644M16.4 chr4 69181660 69182372 + -ENSG00000250696.5 RP11-704M14.1 chr4 69182100 69216766 + -ENSG00000268803.1 RP11-704M14.2 chr4 69215908 69216635 - -ENSG00000249763.1 RP11-618I10.1 chr4 69242628 69250815 + -ENSG00000135226.16 UGT2B28 chr4 69280487 69423402 + -ENSG00000251691.2 RP11-618I10.4 chr4 69306469 69307173 - -ENSG00000250612.2 RP11-618I10.2 chr4 69346609 69358177 + -ENSG00000268209.1 RP11-618I10.3 chr4 69387580 69388307 + -ENSG00000215110.7 UGT2B25P chr4 69389492 69402081 + -ENSG00000248824.2 RP11-790I12.6 chr4 69406931 69407655 + -ENSG00000249956.4 UGT2B24P chr4 69408828 69423164 + -ENSG00000250828.2 RP11-790I12.3 chr4 69437357 69441050 + -ENSG00000249686.1 RP11-790I12.4 chr4 69450014 69451613 + -ENSG00000264696.1 AC108078.1 chr4 69479331 69479434 + -ENSG00000156096.12 UGT2B4 chr4 69480165 69526014 - -ENSG00000248886.2 UGT2A3P7 chr4 69517667 69518400 - -ENSG00000251177.2 RP11-401E5.2 chr4 69572391 69585527 - -ENSG00000173610.11 UGT2A1 chr4 69588417 69653249 - -ENSG00000270386.1 UGT2A1 chr4 69589194 69653249 - -ENSG00000271271.5 UGT2A2 chr4 69589309 69639642 - -ENSG00000173597.8 SULT1B1 chr4 69721162 69787961 - -ENSG00000236959.1 SULT1D1P chr4 69791872 69813888 - -ENSG00000109193.10 SULT1E1 chr4 69810780 69860152 - -ENSG00000251489.2 RP11-736K12.1 chr4 69888877 69889406 + -ENSG00000126545.13 CSN1S1 chr4 69931081 69946574 + -ENSG00000135222.6 CSN2 chr4 69955256 69961007 - -ENSG00000126549.9 STATH chr4 69995930 70002570 + -ENSG00000279857.1 AC063956.1 chr4 70020979 70021229 - -ENSG00000205649.7 HTN3 chr4 70028413 70036538 + -ENSG00000126550.8 HTN1 chr4 70050402 70058845 + -ENSG00000234124.6 CSN1S2AP chr4 70067386 70085290 + -ENSG00000187533.13 PRR27 chr4 70133616 70176799 + -ENSG00000109205.16 ODAM chr4 70196496 70204576 + -ENSG00000181617.5 FDCSP chr4 70226071 70235252 + -ENSG00000171209.3 CSN3 chr4 70242588 70251428 + -ENSG00000145309.5 CABS1 chr4 70334966 70337116 + -ENSG00000109208.4 SMR3A chr4 70360761 70367158 + -ENSG00000171201.10 SMR3B chr4 70370093 70390244 + -ENSG00000171199.9 PROL1 chr4 70397882 70410194 + -ENSG00000171195.10 MUC7 chr4 70430492 70482997 + -ENSG00000187689.9 AMTN chr4 70518540 70532742 + -ENSG00000178522.14 AMBN chr4 70592256 70607288 + -ENSG00000132464.11 ENAM chr4 70628744 70686816 + -ENSG00000132465.10 JCHAIN chr4 70655541 70681817 - -ENSG00000132467.3 UTP3 chr4 70688479 70690551 + -ENSG00000207448.1 RNU6-520P chr4 70701755 70701858 + -ENSG00000207058.1 RNU6-784P chr4 70703018 70703123 - -ENSG00000272986.1 RP11-46J23.1 chr4 70703747 70704491 - -ENSG00000018189.12 RUFY3 chr4 70704204 70807315 + -ENSG00000132463.13 GRSF1 chr4 70815782 70839945 - -ENSG00000207007.1 RNU6-891P chr4 70852130 70852240 + -ENSG00000173542.8 MOB1B chr4 70902326 71022449 + -ENSG00000156136.9 DCK chr4 70992538 71030914 + -ENSG00000080493.13 SLC4A4 chr4 71187286 71572087 + -ENSG00000249170.1 RP11-1J11.1 chr4 71300258 71301235 - -ENSG00000270098.1 LDHAL6EP chr4 71434405 71437924 - -ENSG00000145321.12 GC chr4 71741693 71804041 - -ENSG00000222236.1 RNA5SP163 chr4 71759518 71759616 - -ENSG00000248567.1 RP11-545L5.1 chr4 71821305 71823980 - -ENSG00000056291.17 NPFFR2 chr4 72031804 72148067 + -ENSG00000156140.8 ADAMTS3 chr4 72280969 72568799 - -ENSG00000250877.1 RP11-373J21.1 chr4 72323028 72330751 + -ENSG00000278609.1 AC095056.1 chr4 72324535 72324602 - -ENSG00000270665.1 HNRNPA1P67 chr4 72807267 72808192 + -ENSG00000252955.1 RNU4ATAC9P chr4 72965178 72965303 + -ENSG00000210839.1 RNU6ATAC5P chr4 73026748 73026873 + -ENSG00000163626.16 COX18 chr4 73052362 73069755 - -ENSG00000132466.17 ANKRD17 chr4 73073376 73258798 - -ENSG00000248641.1 HMGA1P2 chr4 73098822 73099145 + -ENSG00000250220.1 RP11-692D12.1 chr4 73259209 73317953 + -ENSG00000221639.1 SNORA3 chr4 73263960 73264084 + -ENSG00000249976.2 RP11-580P21.1 chr4 73337233 73337771 - -ENSG00000163631.16 ALB chr4 73397114 73421412 + -ENSG00000081051.7 AFP chr4 73431138 73456174 + -ENSG00000079557.4 AFM chr4 73481683 73504001 + -ENSG00000250436.1 RP11-622A1.2 chr4 73508803 73534128 + -ENSG00000249970.1 RP11-622A1.1 chr4 73543822 73544013 + -ENSG00000169435.13 RASSF6 chr4 73571550 73620631 - -ENSG00000228277.1 AC112518.3 chr4 73710302 73714527 + -ENSG00000169429.10 CXCL8 chr4 73740506 73743716 + -ENSG00000249051.2 RP11-447E20.1 chr4 73777636 73778060 - -ENSG00000124875.9 CXCL6 chr4 73836497 73849064 + -ENSG00000250550.3 PPBPP1 chr4 73847866 73848829 + -ENSG00000109272.3 PF4V1 chr4 73853189 73854155 + -ENSG00000163739.4 CXCL1 chr4 73869393 73871242 + -ENSG00000249920.2 HNRNPA1P55 chr4 73938604 73939558 - -ENSG00000250339.2 CXCL1P chr4 73944011 73944324 - -ENSG00000163737.3 PF4 chr4 73981077 73982124 - -ENSG00000163736.3 PPBP chr4 73987038 73988197 - -ENSG00000163735.6 CXCL5 chr4 73995642 73998779 - -ENSG00000244194.3 RN7SL218P chr4 74011578 74011876 + -ENSG00000163734.4 CXCL3 chr4 74036589 74038807 - -ENSG00000248848.1 PPBPP2 chr4 74054038 74055399 - -ENSG00000251017.1 RP11-629B11.4 chr4 74085995 74086672 - -ENSG00000081041.8 CXCL2 chr4 74097035 74099293 - -ENSG00000163738.18 MTHFD2L chr4 74114174 74303099 + -ENSG00000269559.2 RP11-629B11.5 chr4 74156511 74158373 - -ENSG00000182585.9 EPGN chr4 74308473 74315307 + -ENSG00000265720.1 AC097470.1 chr4 74326886 74326963 + -ENSG00000124882.3 EREG chr4 74365143 74388751 + -ENSG00000250532.1 RP11-727M10.1 chr4 74418917 74440457 - -ENSG00000109321.10 AREG chr4 74445134 74455009 + -ENSG00000249942.1 AC142293.3 chr4 74552584 74589481 - -ENSG00000174808.11 BTC chr4 74744759 74794686 - -ENSG00000250356.1 HSPE1P23 chr4 74917822 74918138 + -ENSG00000169116.11 PARM1 chr4 74933095 75050115 + -ENSG00000249717.1 RP11-44F21.3 chr4 74955974 74970362 - -ENSG00000248165.1 RP11-44F21.2 chr4 74993877 75034824 - -ENSG00000260265.1 RP11-44F21.5 chr4 75081702 75084717 - -ENSG00000250315.2 RP11-44F21.4 chr4 75101477 75101943 + -ENSG00000250560.2 RP11-598G2.1 chr4 75194867 75195079 + -ENSG00000251185.1 RP11-542G1.1 chr4 75269068 75361182 - -ENSG00000251454.1 RP11-542G1.2 chr4 75341279 75359024 - -ENSG00000251383.1 RP11-542G1.3 chr4 75354076 75362566 + -ENSG00000248646.1 RP11-567N4.2 chr4 75361207 75434449 - -ENSG00000250735.5 RP11-567N4.3 chr4 75401195 75423023 + -ENSG00000163743.13 RCHY1 chr4 75479037 75514764 - -ENSG00000174796.12 THAP6 chr4 75513946 75550473 + -ENSG00000174792.10 C4orf26 chr4 75556048 75565885 + -ENSG00000138769.10 CDKL2 chr4 75578005 75630716 - -ENSG00000138757.14 G3BP2 chr4 75642782 75724525 - -ENSG00000201644.2 Y_RNA chr4 75662120 75662213 - -ENSG00000138768.14 USO1 chr4 75724593 75814286 + -ENSG00000222644.1 RNU2-16P chr4 75829454 75829589 - -ENSG00000229717.2 RP11-556N4.1 chr4 75830751 75832705 + -ENSG00000156194.17 PPEF2 chr4 75859864 75902571 - -ENSG00000138744.14 NAAA chr4 75913657 75941051 - -ENSG00000198301.11 SDAD1 chr4 75940950 75990962 - -ENSG00000279909.1 AC110615.1 chr4 75949920 75957413 + -ENSG00000245928.2 RP11-630D6.5 chr4 75980790 76005942 + -ENSG00000280671.1 AC112719.2 chr4 75991788 75992048 + -ENSG00000138755.5 CXCL9 chr4 76001275 76007488 - -ENSG00000156219.16 ART3 chr4 76011184 76112802 + -ENSG00000169245.5 CXCL10 chr4 76021117 76023497 - -ENSG00000169248.12 CXCL11 chr4 76033682 76041415 - -ENSG00000225846.4 RP11-630D6.1 chr4 76036750 76037064 - -ENSG00000265931.1 AC112719.1 chr4 76095408 76095508 + -ENSG00000138750.14 NUP54 chr4 76114659 76148515 - -ENSG00000138760.8 SCARB2 chr4 76158737 76213893 - -ENSG00000189157.13 FAM47E chr4 76214040 76283780 + -ENSG00000272414.5 FAM47E-STBD1 chr4 76251721 76311129 + -ENSG00000118804.8 FAM47E-STBD1 chr4 76306026 76311599 + -ENSG00000163749.17 CCDC158 chr4 76312997 76421868 - -ENSG00000249858.2 SNX5P1 chr4 76344550 76345590 + -ENSG00000212368.1 RNU6-1000P chr4 76356610 76356715 - -ENSG00000240426.1 RP11-356M17.1 chr4 76401251 76401569 + -ENSG00000199857.1 SNORD50 chr4 76402076 76402146 + -ENSG00000138771.14 SHROOM3 chr4 76435100 76783253 + -ENSG00000221118.1 AC112249.1 chr4 76493247 76493386 - -ENSG00000249278.1 RP11-688H10.1 chr4 76509284 76509719 - -ENSG00000207307.1 RNU6-145P chr4 76532222 76532327 - -ENSG00000263445.1 MIR4450 chr4 76573568 76573632 + -ENSG00000275761.1 AC112249.2 chr4 76575541 76575650 + -ENSG00000231335.1 AC107072.2 chr4 76637623 76644368 + -ENSG00000233860.1 RP11-359D14.2 chr4 76756960 76758474 - -ENSG00000224218.1 RP11-359D14.3 chr4 76758554 76801964 - -ENSG00000264124.1 AC104687.1 chr4 76853964 76854060 + -ENSG00000270244.1 RP11-123J14.4 chr4 76886029 76886370 - -ENSG00000242727.2 RP11-123J14.1 chr4 76891034 76891445 + -ENSG00000186212.3 SOWAHB chr4 76894928 76898147 - -ENSG00000138758.11 SEPT11 chr4 76949703 77040384 + -ENSG00000234036.4 TXNP6 chr4 76958860 76959169 - -ENSG00000118816.9 CCNI chr4 77047158 77076005 - -ENSG00000214062.5 RPL7P17 chr4 77082403 77083126 - -ENSG00000271676.1 RP11-1E1.2 chr4 77112495 77113458 - -ENSG00000201641.1 RNU6-1187P chr4 77150328 77150437 - -ENSG00000138764.13 CCNG2 chr4 77157151 77433388 + -ENSG00000270669.1 CTB-179I1.3 chr4 77216416 77216878 - -ENSG00000250006.2 CTB-179I1.1 chr4 77311397 77312111 - -ENSG00000248831.2 CTB-179I1.2 chr4 77350370 77351235 - -ENSG00000249036.1 RP11-625I7.1 chr4 77394491 77494286 - -ENSG00000156234.7 CXCL13 chr4 77511753 77611834 + -ENSG00000221711.1 SNORD75 chr4 77702746 77702803 - -ENSG00000138767.12 CNOT6L chr4 77713387 77819615 - -ENSG00000169288.17 MRPL1 chr4 77862520 77952790 + -ENSG00000250214.1 RP13-488H8.1 chr4 77864508 77864804 - -ENSG00000248926.1 RP11-777B9.1 chr4 77958000 77958780 - -ENSG00000248956.1 HMGB1P44 chr4 77963940 77964511 + -ENSG00000278187.1 AC114801.1 chr4 77965300 77965410 + -ENSG00000248640.1 HNRNPA1P56 chr4 77987860 77988813 - -ENSG00000248128.1 RP11-777B9.4 chr4 78003143 78003439 + -ENSG00000249072.1 RP11-777B9.5 chr4 78008512 78008688 - -ENSG00000138759.17 FRAS1 chr4 78057570 78544269 + -ENSG00000249565.2 SERBP1P5 chr4 78180866 78182046 - -ENSG00000221183.1 AC093897.1 chr4 78188336 78188423 + -ENSG00000248117.1 MINOS1P4 chr4 78379197 78379514 + -ENSG00000138772.12 ANXA3 chr4 78551519 78610451 + -ENSG00000200998.1 Y_RNA chr4 78632273 78632385 - -ENSG00000251442.5 LINC01094 chr4 78645903 78682699 + -ENSG00000251019.1 HIGD1AP13 chr4 78648954 78649242 - -ENSG00000239793.1 RP11-109G23.1 chr4 78768499 78768750 + -ENSG00000260278.1 RP11-109G23.3 chr4 78773654 78775973 - -ENSG00000138756.17 BMP2K chr4 78776342 78916372 + -ENSG00000266270.1 MIR5096 chr4 78820752 78820821 + -ENSG00000163291.14 PAQR3 chr4 78887127 78939438 - -ENSG00000242175.3 RN7SL127P chr4 78898855 78899154 + -ENSG00000249307.5 LINC01088 chr4 78971748 79308798 + -ENSG00000156269.4 NAA11 chr4 79225694 79326050 - -ENSG00000196475.5 GK2 chr4 79406352 79408293 - -ENSG00000250334.5 LINC00989 chr4 79492416 79576460 + -ENSG00000249646.2 OR7E94P chr4 79587302 79588130 - -ENSG00000251399.1 RP11-234K19.1 chr4 79596542 79597173 + -ENSG00000248408.1 RP11-452C8.1 chr4 79663761 79696837 + -ENSG00000251321.1 PCAT4 chr4 79827471 79877770 + -ENSG00000212620.1 SNORA75 chr4 79843102 79843228 + -ENSG00000163297.16 ANTXR2 chr4 79901149 80125454 - -ENSG00000236530.2 AC097711.1 chr4 80079532 80081122 + -ENSG00000244002.1 RP11-162K6.1 chr4 80161129 80162011 + -ENSG00000248719.1 RP11-377G16.2 chr4 80183280 80190169 - -ENSG00000152784.15 PRDM8 chr4 80183879 80204329 + -ENSG00000138675.16 FGF5 chr4 80266599 80336680 + -ENSG00000197826.11 C4orf22 chr4 80335720 80963756 + -ENSG00000232327.4 RP11-395C17.1 chr4 80386178 80388716 - -ENSG00000152785.6 BMP3 chr4 81030965 81057531 + -ENSG00000138669.9 PRKG2 chr4 81087370 81215117 - -ENSG00000251059.5 RP11-100N20.1 chr4 81164940 81193395 + -ENSG00000207065.1 RNU5A-2P chr4 81334303 81334418 + -ENSG00000138670.16 RASGEF1B chr4 81426393 82044244 - -ENSG00000251331.6 RP11-689K5.3 chr4 81602797 82044244 - -ENSG00000248282.1 RP11-112L18.1 chr4 81733385 81734207 - -ENSG00000248448.2 COX5BP1 chr4 81919995 81920387 - -ENSG00000252762.1 SNORA31 chr4 81928313 81928439 + -ENSG00000248543.2 NPM1P41 chr4 82010665 82013095 - -ENSG00000250826.2 HNRNPA3P13 chr4 82128535 82129656 + -ENSG00000202485.1 RNU6-499P chr4 82174547 82174653 + -ENSG00000234568.3 BIN2P1 chr4 82275071 82276600 + -ENSG00000273156.1 RP11-127B20.2 chr4 82344876 82345540 - -ENSG00000138668.18 HNRNPD chr4 82352498 82374503 - -ENSG00000272677.1 RP11-127B20.3 chr4 82374301 82384027 + -ENSG00000250325.1 IGBP1P4 chr4 82401578 82402456 - -ENSG00000202440.1 SNORD42 chr4 82402638 82402706 - -ENSG00000152795.17 HNRNPDL chr4 82422564 82430408 - -ENSG00000145293.14 ENOPH1 chr4 82430562 82461091 + -ENSG00000249242.7 TMEM150C chr4 82483170 82562357 - -ENSG00000214988.4 RPL7AP26 chr4 82490823 82491635 - -ENSG00000227304.3 RP11-791G16.2 chr4 82494786 82496278 - -ENSG00000249960.2 RP11-791G16.5 chr4 82571137 82571814 + -ENSG00000248113.2 RP11-791G16.4 chr4 82580117 82581384 - -ENSG00000231782.6 LINC00575 chr4 82613113 82621437 - -ENSG00000145284.11 SCD5 chr4 82629539 82798857 - -ENSG00000270480.1 RP11-57B24.1 chr4 82691737 82692468 + -ENSG00000207746.1 MIR575 chr4 82753337 82753430 - -ENSG00000270842.1 RP11-57B24.2 chr4 82775461 82776101 + -ENSG00000138674.16 SEC31A chr4 82818661 82901166 - -ENSG00000251022.6 THAP9-AS1 chr4 82893009 82900960 - -ENSG00000168152.12 THAP9 chr4 82900684 82919969 + -ENSG00000189308.10 LIN54 chr4 82909973 83012926 - -ENSG00000199530.1 Y_RNA chr4 82944738 82944845 - -ENSG00000251874.1 RNU6-615P chr4 83003412 83003517 + -ENSG00000138663.8 COPS4 chr4 83034447 83075818 + -ENSG00000145287.10 PLAC8 chr4 83090048 83137075 - -ENSG00000250057.1 RP11-576N17.5 chr4 83233512 83247213 - -ENSG00000250677.1 RP11-576N17.2 chr4 83237303 83237444 + -ENSG00000248401.2 RP11-576N17.3 chr4 83247179 83248206 + -ENSG00000173085.13 COQ2 chr4 83261536 83284914 - -ENSG00000173083.14 HPSE chr4 83292461 83335153 - -ENSG00000274154.1 RP11-576N17.6 chr4 83369416 83369523 - -ENSG00000251647.2 RP11-576N17.4 chr4 83377363 83378076 - -ENSG00000163312.10 HELQ chr4 83407343 83455856 - -ENSG00000163319.10 MRPS18C chr4 83455932 83469735 + -ENSG00000163322.13 FAM175A chr4 83459517 83523348 - -ENSG00000213608.5 SLC25A14P1 chr4 83477524 83478424 + -ENSG00000239525.1 RPL30P5 chr4 83502699 83503034 + -ENSG00000138678.10 AGPAT9 chr4 83535914 83605875 + -ENSG00000201633.1 Y_RNA chr4 83636196 83636290 - -ENSG00000249171.1 RP11-767N15.1 chr4 83668510 83731755 - -ENSG00000281366.1 AC021192.1 chr4 83748198 83748329 - -ENSG00000250546.5 RP11-8L2.1 chr4 83796436 84293412 - -ENSG00000200108.1 RNU6-774P chr4 84233657 84233763 + -ENSG00000214980.4 RP11-274J2.1 chr4 84244003 84245488 + -ENSG00000248749.1 RP11-42A4.1 chr4 84371393 84380189 - -ENSG00000163623.9 NKX6-1 chr4 84491987 84498450 - -ENSG00000258013.2 RPL3P13 chr4 84544304 84544519 - -ENSG00000163624.5 CDS1 chr4 84582979 84651338 + -ENSG00000163625.15 WDFY3 chr4 84669610 84966391 - -ENSG00000239466.3 RN7SL552P chr4 84687725 84688000 - -ENSG00000251260.1 WDFY3-AS1 chr4 84803258 84810391 + -ENSG00000252062.1 RNU6-469P chr4 84886386 84886486 - -ENSG00000180769.8 WDFY3-AS2 chr4 84965682 85011277 + -ENSG00000201901.1 RN7SKP48 chr4 85100496 85100823 + -ENSG00000248725.3 RP11-218C23.1 chr4 85246157 85246912 + -ENSG00000138639.17 ARHGAP24 chr4 85475114 86002670 + -ENSG00000266421.2 AC097108.1 chr4 85722443 85722550 + -ENSG00000265774.1 AC098870.1 chr4 85910478 85910543 - -ENSG00000273389.1 RP13-514E23.2 chr4 86000327 86000766 - -ENSG00000261496.1 RP13-514E23.1 chr4 86012296 86013874 - -ENSG00000109339.18 MAPK10 chr4 86015123 86594131 - -ENSG00000250062.5 RP11-778J15.1 chr4 86117912 86219926 + -ENSG00000252757.1 RN7SKP96 chr4 86336318 86336614 - -ENSG00000266515.1 MIR4452 chr4 86542482 86542552 - -ENSG00000163629.12 PTPN13 chr4 86594315 86815171 + -ENSG00000145283.7 SLC10A6 chr4 86823468 86849263 - -ENSG00000243312.3 RP11-397E7.1 chr4 86870191 86871404 + -ENSG00000163633.10 C4orf36 chr4 86876205 86936202 - -ENSG00000250202.2 RP11-397E7.2 chr4 86876338 86876652 + -ENSG00000251411.1 RP11-397E7.4 chr4 86913266 86914817 - -ENSG00000172493.20 AFF1 chr4 86935002 87141054 + -ENSG00000235043.3 TECRP1 chr4 86949669 86950113 - -ENSG00000145332.13 KLHL8 chr4 87160103 87240314 - -ENSG00000248196.1 RP11-476C8.2 chr4 87166844 87167734 + -ENSG00000248180.1 GAPDHP60 chr4 87207092 87208086 + -ENSG00000250572.1 RP11-529H2.1 chr4 87261931 87266822 - -ENSG00000263981.1 MIR5705 chr4 87300495 87300583 - -ENSG00000170509.11 HSD17B13 chr4 87303789 87322906 - -ENSG00000255723.1 RP11-529H2.2 chr4 87317170 87345210 - -ENSG00000198189.10 HSD17B11 chr4 87336610 87391386 - -ENSG00000240966.3 RN7SL681P chr4 87386883 87387174 - -ENSG00000249262.2 RP11-710E1.1 chr4 87410644 87411388 + -ENSG00000280481.1 Y_RNA chr4 87412228 87412346 + -ENSG00000170502.12 NUDT9 chr4 87422582 87459454 + -ENSG00000272856.1 RP11-710E1.2 chr4 87460807 87462280 - -ENSG00000152583.12 SPARCL1 chr4 87473335 87531061 - -ENSG00000281790.1 AC093906.1 chr4 87532543 87532677 + -ENSG00000249001.5 RP11-742B18.1 chr4 87568035 87733956 - -ENSG00000152591.12 DSPP chr4 87608529 87616910 + -ENSG00000152592.13 DMP1 chr4 87650307 87664361 + -ENSG00000200024.1 Y_RNA chr4 87743952 87744053 - -ENSG00000249973.2 CHCHD2P7 chr4 87785920 87786371 - -ENSG00000029559.6 IBSP chr4 87799581 87812435 + -ENSG00000152595.16 MEPE chr4 87821411 87846817 + -ENSG00000183199.6 HSP90AB3P chr4 87891843 87894015 + -ENSG00000118785.13 SPP1 chr4 87975650 87983426 + -ENSG00000202000.1 RNU1-36P chr4 88000237 88000401 + -ENSG00000118762.7 PKD2 chr4 88007668 88077777 + -ENSG00000118777.10 ABCG2 chr4 88090264 88231322 - -ENSG00000241853.1 RP11-147K6.1 chr4 88163579 88163967 + -ENSG00000201707.1 RNU6-818P chr4 88201703 88201810 + -ENSG00000221440.1 RNU6ATAC31P chr4 88206427 88206552 - -ENSG00000251285.2 RP11-147K6.2 chr4 88220569 88223837 - -ENSG00000199326.1 RNU6-1298P chr4 88226729 88226829 + -ENSG00000163644.14 PPM1K chr4 88257620 88284769 - -ENSG00000200469.1 RNU6-112P chr4 88275205 88275308 - -ENSG00000246375.2 RP11-10L7.1 chr4 88284942 88331421 + -ENSG00000207480.1 Y_RNA chr4 88330176 88330278 - -ENSG00000138642.14 HERC6 chr4 88378739 88443111 + -ENSG00000138646.8 HERC5 chr4 88457117 88506163 + -ENSG00000221079.2 AC083829.1 chr4 88493933 88494017 + -ENSG00000249934.2 RP11-466G12.3 chr4 88508591 88510403 - -ENSG00000145337.4 PYURF chr4 88520985 88523813 - -ENSG00000138641.15 HERC3 chr4 88521048 88708542 + -ENSG00000255072.1 PIGY chr4 88521573 88521789 - -ENSG00000249755.2 RP11-466G12.2 chr4 88527160 88528170 + -ENSG00000252322.1 RN7SKP244 chr4 88583666 88583972 - -ENSG00000207524.1 RNU6-33P chr4 88684848 88684954 - -ENSG00000177432.6 NAP1L5 chr4 88695915 88698235 - -ENSG00000248019.2 FAM13A-AS1 chr4 88709789 88730103 + -ENSG00000278151.1 FAM13A-AS1_1 chr4 88710147 88710265 + -ENSG00000276003.1 FAM13A-AS1_2 chr4 88723209 88723316 + -ENSG00000138640.14 FAM13A chr4 88725955 89111398 - -ENSG00000180346.3 TIGD2 chr4 89111500 89114899 + -ENSG00000270720.1 RP11-84C13.2 chr4 89119284 89119871 + -ENSG00000212226.1 RNU6-907P chr4 89130852 89130953 + -ENSG00000185477.4 GPRIN3 chr4 89236386 89308010 - -ENSG00000251095.6 RP11-115D19.1 chr4 89551356 89726752 + -ENSG00000145335.15 SNCA chr4 89724099 89838315 - -ENSG00000274238.1 RP11-115D19.3 chr4 89743792 89744305 + -ENSG00000277695.1 RP11-115D19.4 chr4 89747802 89755853 + -ENSG00000276542.1 RP11-115D19.2 chr4 89748283 89749154 + -ENSG00000247775.2 SNCA-AS1 chr4 89836408 89841978 + -ENSG00000138722.9 MMRN1 chr4 89879532 89954629 + -ENSG00000184305.14 CCSER1 chr4 90127535 91601913 + -ENSG00000252087.1 RN7SKP248 chr4 90370123 90370427 + -ENSG00000251401.2 RP11-11N6.1 chr4 90682996 90683123 + -ENSG00000187653.11 TMSB4XP8 chr4 90838903 90839037 - -ENSG00000248984.1 AC004054.1 chr4 91108023 91112790 - -ENSG00000249049.1 RP11-763F8.1 chr4 91319034 91325306 - -ENSG00000279013.1 RP11-254A24.2 chr4 91603275 91605292 + -ENSG00000249891.2 KRT19P6 chr4 91885046 91885254 - -ENSG00000249052.1 RP11-354O24.1 chr4 91887886 91904335 + -ENSG00000248817.1 PMPCAP1 chr4 92182477 92184052 - -ENSG00000280056.1 RP11-562F9.3 chr4 92260367 92260751 - -ENSG00000249152.1 RP11-562F9.2 chr4 92268767 92277075 - -ENSG00000248511.1 RP11-9B6.1 chr4 92297251 92304178 - -ENSG00000152208.11 GRID2 chr4 92303622 93774556 + -ENSG00000251449.2 MTND1P19 chr4 92702345 92702659 + -ENSG00000249239.2 RP11-428L21.2 chr4 92821986 92822918 - -ENSG00000248627.1 RP11-428L21.1 chr4 92833685 92838842 - -ENSG00000248750.2 RP11-131K17.1 chr4 92884663 92885107 + -ENSG00000250908.1 RP11-703C10.1 chr4 93318623 93319786 - -ENSG00000252342.1 RNA5SP164 chr4 93820171 93820280 + -ENSG00000172238.4 ATOH1 chr4 93828753 93830964 + -ENSG00000246541.2 RP11-363G15.2 chr4 94117792 94207556 - -ENSG00000250897.2 HMGB3P15 chr4 94195940 94196513 - -ENSG00000163104.17 SMARCAD1 chr4 94207611 94291292 + -ENSG00000163106.10 HPGDS chr4 94298535 94342876 - -ENSG00000241103.1 RP11-398J16.1 chr4 94369833 94370163 + -ENSG00000163110.14 PDLIM5 chr4 94451857 94668227 + -ENSG00000249951.1 RP11-554D13.1 chr4 94675245 94702570 + -ENSG00000249599.1 BMPR1B-AS1 chr4 94743800 94757533 - -ENSG00000138696.10 BMPR1B chr4 94757968 95158448 + -ENSG00000182168.14 UNC5C chr4 95162504 95549206 - -ENSG00000271474.1 RP11-710C12.1 chr4 95549129 95552457 + -ENSG00000242936.1 RPL30P6 chr4 95644952 95645293 - -ENSG00000163114.5 PDHA2 chr4 95840019 95841474 + -ENSG00000200622.1 RNU6-1059P chr4 95868667 95868764 - -ENSG00000201744.1 RNU6-34P chr4 96152297 96152403 - -ENSG00000250655.1 RP11-61G24.1 chr4 96212279 96213100 + -ENSG00000248510.2 RP11-145G20.1 chr4 96310701 96818864 + -ENSG00000201640.2 RN7SKP28 chr4 96348734 96349038 - -ENSG00000236764.4 COX7A2P2 chr4 96902801 96903050 + -ENSG00000253170.1 RP11-431J17.1 chr4 97120701 97135059 + -ENSG00000163116.9 STPG2 chr4 97184093 98143240 - -ENSG00000254044.5 RP11-681L8.1 chr4 97334635 97633823 - -ENSG00000251620.1 STPG2-AS1 chr4 97366926 97490164 + -ENSG00000250293.1 CRYZP2 chr4 97916353 97917401 - -ENSG00000242697.2 RPL5P12 chr4 98025390 98026240 + -ENSG00000214904.5 DUTP8 chr4 98048555 98049043 + -ENSG00000214559.3 RP11-323J4.1 chr4 98251688 98261630 - -ENSG00000138698.14 RAP1GDS1 chr4 98261384 98443861 + -ENSG00000242318.1 RP11-810D13.1 chr4 98409290 98409763 + -ENSG00000168785.7 TSPAN5 chr4 98470367 98658629 - -ENSG00000251523.1 RP11-724M22.1 chr4 98496364 98509935 + -ENSG00000260641.1 RP11-1299A16.3 chr4 98658904 98664550 + -ENSG00000249764.1 RP11-1299A16.1 chr4 98713804 98713971 - -ENSG00000227118.3 BTF3P13 chr4 98740742 98741231 + -ENSG00000151247.12 EIF4E chr4 98871684 98930637 - -ENSG00000249055.1 TBCAP3 chr4 98909537 98909848 - -ENSG00000263923.1 RP11-571L19.7 chr4 98928897 98994994 + -ENSG00000238449.2 AC019131.1 chr4 98929914 98929993 - -ENSG00000214886.4 FAM177A1P1 chr4 98955982 98956767 + -ENSG00000252548.1 RNU7-149P chr4 98966815 98966873 - -ENSG00000251437.1 NDUFS5P4 chr4 98976800 98977117 - -ENSG00000164024.11 METAP1 chr4 98995620 99062813 + -ENSG00000265213.1 MIR3684 chr4 98997387 98997460 + -ENSG00000250496.2 ABT1P1 chr4 99022311 99023131 - -ENSG00000272777.1 RP11-571L19.8 chr4 99067256 99068125 - -ENSG00000197894.10 ADH5 chr4 99070978 99088801 - -ENSG00000246090.6 RP11-696N14.1 chr4 99088857 99301356 + -ENSG00000198099.8 ADH4 chr4 99123657 99157792 - -ENSG00000249065.2 PCNAP1 chr4 99160514 99161645 - -ENSG00000172955.17 ADH6 chr4 99202638 99219537 - -ENSG00000187758.7 ADH1A chr4 99276367 99291028 - -ENSG00000196616.12 ADH1B chr4 99304964 99321401 - -ENSG00000248144.5 ADH1C chr4 99336492 99353027 - -ENSG00000196344.11 ADH7 chr4 99412261 99435737 - -ENSG00000250300.1 RP11-696N14.3 chr4 99469598 99498698 - -ENSG00000138813.9 C4orf17 chr4 99511004 99542303 + -ENSG00000145331.13 TRMT10A chr4 99546709 99564032 - -ENSG00000138823.12 MTTP chr4 99563761 99623999 + -ENSG00000248676.1 RP11-766F14.1 chr4 99594799 99625913 - -ENSG00000248713.1 RP11-766F14.2 chr4 99636529 99654648 - -ENSG00000070190.12 DAPP1 chr4 99816833 99870154 + -ENSG00000279913.1 AP001962.3 chr4 99844138 99844696 + -ENSG00000109270.12 LAMTOR3 chr4 99878336 99894490 - -ENSG00000164031.16 DNAJB14 chr4 99896248 99946726 - -ENSG00000279098.1 RP11-15B17.4 chr4 99942081 99942522 - -ENSG00000164032.11 H2AFZ chr4 99948086 99950388 - -ENSG00000245322.6 RP11-15B17.1 chr4 99950006 100195099 + -ENSG00000250403.1 RP11-15B17.2 chr4 99990737 99991477 - -ENSG00000248820.2 DYNLL1P6 chr4 100041841 100042104 - -ENSG00000222196.2 AC121157.1 chr4 100129945 100130035 - -ENSG00000145358.6 DDIT4L chr4 100185870 100190782 - -ENSG00000249710.1 RP11-588P8.1 chr4 100190033 100215505 + -ENSG00000164035.9 EMCN chr4 100395341 100880126 - -ENSG00000250223.1 LINC01216 chr4 100660279 100675113 - -ENSG00000251219.1 LINC01217 chr4 100778582 100791235 - -ENSG00000251636.1 LINC01218 chr4 100812255 100814280 - -ENSG00000138814.16 PPP3CA chr4 101023409 101348278 - -ENSG00000273882.1 MIR8066 chr4 101240795 101240872 - -ENSG00000221265.1 MIR1255A chr4 101330302 101330414 - -ENSG00000254531.1 FLJ20021 chr4 101347780 101348883 + -ENSG00000153064.11 BANK1 chr4 101411286 102074812 + -ENSG00000199529.1 RNU6-462P chr4 101723876 101723980 + -ENSG00000251149.1 MTND5P5 chr4 101972423 101972798 + -ENSG00000251309.1 RP11-498M5.2 chr4 101976894 102036903 - -ENSG00000275124.1 AP002022.1 chr4 102158943 102159050 + -ENSG00000138821.12 SLC39A8 chr4 102251041 102431258 - -ENSG00000241144.3 RN7SL728P chr4 102348392 102348691 - -ENSG00000248161.5 RP11-499E18.1 chr4 102418602 102450010 - -ENSG00000251572.2 AF213884.1 chr4 102461250 102462152 + -ENSG00000260651.1 AF213884.2 chr4 102500841 102501319 - -ENSG00000109320.11 NFKB1 chr4 102501329 102617302 + -ENSG00000238553.1 AF213884.3 chr4 102565875 102565967 - -ENSG00000109323.8 MANBA chr4 102631488 102760994 - -ENSG00000241981.2 AF224669.3 chr4 102662611 102663073 + -ENSG00000230069.3 LRRC37A15P chr4 102727274 102730721 - -ENSG00000248971.2 KRT8P46 chr4 102728746 102730171 - -ENSG00000224207.3 RP11-10L12.1 chr4 102734358 102734612 + -ENSG00000251288.2 RP11-10L12.2 chr4 102751401 102752641 + -ENSG00000109332.19 UBE2D3 chr4 102794383 102868896 - -ENSG00000246560.2 RP11-10L12.4 chr4 102828055 102844075 + -ENSG00000252739.1 RNU7-151P chr4 102837047 102837099 - -ENSG00000145354.9 CISD2 chr4 102868978 102889242 + -ENSG00000164037.16 SLC9B1 chr4 102885048 103019739 - -ENSG00000250651.1 PABPC1P7 chr4 102896725 102898237 + -ENSG00000276978.1 AC083826.1 chr4 102898565 102898621 + -ENSG00000249283.3 ACTR3BP4 chr4 102961956 102963327 + -ENSG00000164038.14 SLC9B2 chr4 103019868 103085829 - -ENSG00000164039.14 BDH2 chr4 103079435 103099883 - -ENSG00000138778.11 CENPE chr4 103105806 103198409 - -ENSG00000248740.5 RP11-328K4.1 chr4 103256159 103453658 + -ENSG00000251577.5 RP11-297P16.3 chr4 103548745 103624534 + -ENSG00000250920.1 RP11-297P16.4 chr4 103550927 103559127 - -ENSG00000251571.1 DDX3P3 chr4 103572089 103574082 + -ENSG00000169836.4 TACR3 chr4 103586031 103719816 - -ENSG00000252460.1 RNU6-635P chr4 103924540 103924641 + -ENSG00000249614.1 RP11-703G6.1 chr4 103961616 104036923 + -ENSG00000251170.5 RP11-729M20.1 chr4 104230380 104411035 + -ENSG00000215999.2 AC004052.1 chr4 104278107 104278191 - -ENSG00000168772.10 CXXC4 chr4 104468312 104494901 - -ENSG00000272082.1 AC093628.1 chr4 104490876 104490954 + -ENSG00000245384.1 AC004053.1 chr4 104490965 104697592 + -ENSG00000250670.1 AC004063.1 chr4 104556960 104568877 + -ENSG00000248242.1 RP11-556I14.2 chr4 104653874 104966793 - -ENSG00000276215.1 AC004053.2 chr4 104796128 104796221 + -ENSG00000244470.2 RP11-395M19.1 chr4 104886118 104886955 - -ENSG00000248373.5 RP11-556I14.1 chr4 104907357 105120000 + -ENSG00000251906.2 RNU6-351P chr4 104974672 104974771 + -ENSG00000276992.1 RP11-556I14.3 chr4 104996900 104997052 - -ENSG00000251473.2 AC004069.1 chr4 105102891 105104004 - -ENSG00000252136.1 SNORA31 chr4 105105987 105106094 + -ENSG00000251259.1 AC004069.2 chr4 105137280 105140619 - -ENSG00000168769.12 TET2 chr4 105145875 105279816 + -ENSG00000251586.1 TET2-AS1 chr4 105171354 105178063 - -ENSG00000243383.3 RN7SL89P chr4 105293664 105293946 + -ENSG00000138777.19 PPA2 chr4 105369077 105474081 - -ENSG00000200917.1 RNU6-553P chr4 105406997 105407092 + -ENSG00000249264.1 EEF1A1P9 chr4 105484698 105486080 + -ENSG00000216425.4 AC004066.2 chr4 105526596 105527397 - -ENSG00000250922.1 ATP5EP1 chr4 105532475 105532630 + -ENSG00000250522.1 AC004066.3 chr4 105540190 105552355 - -ENSG00000236699.8 ARHGEF38 chr4 105552620 105708093 + -ENSG00000249885.1 ARHGEF38-IT1 chr4 105561591 105570238 + -ENSG00000248778.1 RP11-311D14.1 chr4 105679050 105680094 - -ENSG00000138785.14 INTS12 chr4 105682627 105895986 - -ENSG00000138780.14 GSTCD chr4 105708778 105847728 + -ENSG00000251175.5 RP11-45L9.1 chr4 105746245 105827172 - -ENSG00000168743.12 NPNT chr4 105894775 106004027 + -ENSG00000250740.1 RP11-710F7.2 chr4 105927060 105932722 - -ENSG00000249635.1 RP11-710F7.3 chr4 106003317 106022478 - -ENSG00000145348.16 TBCK chr4 106041599 106321495 - -ENSG00000164022.16 AIMP1 chr4 106315544 106349226 + -ENSG00000250298.1 GIMD1 chr4 106358398 106367202 - -ENSG00000222333.1 AC093680.1 chr4 106415706 106415785 - -ENSG00000249613.1 RP13-612N21.1 chr4 106433624 106453448 + -ENSG00000248915.2 ACTR6P1 chr4 106836498 106837601 - -ENSG00000155011.8 DKK2 chr4 106921802 107283806 - -ENSG00000213522.4 RAC1P5 chr4 107203349 107203924 - -ENSG00000251081.1 RP11-713M6.2 chr4 107258700 107301870 + -ENSG00000252470.1 RNU6-551P chr4 107435118 107435220 + -ENSG00000138801.8 PAPSS1 chr4 107590276 107720452 - -ENSG00000164023.14 SGMS2 chr4 107824563 107915047 + -ENSG00000245293.2 RP11-286E11.1 chr4 107863479 107978799 - -ENSG00000222691.1 RNU6-733P chr4 107867807 107867910 - -ENSG00000155016.17 CYP2U1 chr4 107931369 107953457 + -ENSG00000249604.1 RP11-286E11.2 chr4 107936031 107941255 - -ENSG00000138796.15 HADH chr4 107989714 108035175 + -ENSG00000138795.9 LEF1 chr4 108047545 108168956 - -ENSG00000232021.6 LEF1-AS1 chr4 108167525 108256836 + -ENSG00000239939.1 RPSAP34 chr4 108407843 108408578 - -ENSG00000278589.1 AC005510.3 chr4 108415220 108416639 + -ENSG00000250485.1 EXOC7P1 chr4 108417705 108419763 - -ENSG00000234492.4 RPL34-AS1 chr4 108538190 108620460 - -ENSG00000109475.16 RPL34 chr4 108620566 108630412 + -ENSG00000198856.12 OSTC chr4 108650584 108667820 + -ENSG00000206601.1 RNU6-431P chr4 108652150 108652256 + -ENSG00000164089.8 ETNPPL chr4 108742040 108763054 - -ENSG00000249257.1 RP11-75N20.2 chr4 108773613 108774020 + -ENSG00000250185.2 RCC2P8 chr4 108788745 108789779 - -ENSG00000265522.1 AC097473.1 chr4 108789200 108789262 - -ENSG00000188517.14 COL25A1 chr4 108810721 109302657 - -ENSG00000277189.1 AC073427.1 chr4 109016698 109016782 + -ENSG00000246774.1 AC004051.2 chr4 109303035 109316135 + -ENSG00000249465.1 RBMXP4 chr4 109346326 109347459 - -ENSG00000247950.6 SEC24B-AS1 chr4 109347475 109433817 - -ENSG00000138802.11 SEC24B chr4 109433772 109540896 + -ENSG00000243227.3 RN7SL55P chr4 109450772 109451068 - -ENSG00000207988.1 MIR576 chr4 109488698 109488795 + -ENSG00000225094.3 SETP20 chr4 109553243 109554094 - -ENSG00000249965.2 CDC42P4 chr4 109555170 109555732 + -ENSG00000005059.15 CCDC109B chr4 109560205 109688726 + -ENSG00000248785.1 HIGD1AP14 chr4 109673843 109674124 + -ENSG00000138794.9 CASP6 chr4 109688622 109703583 - -ENSG00000273447.1 AC004067.5 chr4 109692004 109692703 + -ENSG00000123739.10 PLA2G12A chr4 109709989 109730077 - -ENSG00000205403.12 CFI chr4 109740694 109802179 - -ENSG00000272795.1 RP11-602N24.3 chr4 109815047 109815410 - -ENSG00000109534.16 GAR1 chr4 109815510 109824740 + -ENSG00000180245.4 RRH chr4 109827994 109844604 + -ENSG00000183423.11 LRIT3 chr4 109848202 109872315 + -ENSG00000249681.2 KRT19P3 chr4 109879070 109879897 - -ENSG00000138798.11 EGF chr4 109912884 110012266 + -ENSG00000207260.1 RNU6-35P chr4 109992325 109992431 + -ENSG00000170522.9 ELOVL6 chr4 110045846 110199199 - -ENSG00000263940.2 RN7SL275P chr4 110117736 110118070 + -ENSG00000248200.2 RP11-115A14.1 chr4 110146374 110147248 + -ENSG00000166530.8 HSBP1P2 chr4 110251871 110252099 - -ENSG00000250594.2 RP11-433B3.1 chr4 110264865 110265017 - -ENSG00000212160.1 RNU6-205P chr4 110278185 110278291 + -ENSG00000250304.2 ZBED1P1 chr4 110291644 110293573 + -ENSG00000276369.1 AC005187.1 chr4 110298484 110298550 + -ENSG00000138792.9 ENPEP chr4 110365733 110565285 + -ENSG00000251464.2 RPL7L1P13 chr4 110399773 110400511 - -ENSG00000251046.2 ZNF969P chr4 110415898 110418504 + -ENSG00000199894.1 snoU2_19 chr4 110433109 110433188 - -ENSG00000250511.1 RP11-380D23.1 chr4 110512488 110519505 - -ENSG00000250103.2 RP11-380D23.2 chr4 110595513 110615458 - -ENSG00000164093.15 PITX2 chr4 110617423 110642123 - -ENSG00000249519.1 LINC01438 chr4 110794403 110797344 + -ENSG00000251808.1 AC024198.1 chr4 110853376 110853470 - -ENSG00000215961.1 MIR297 chr4 110860582 110860647 - -ENSG00000251483.2 LYPLA1P2 chr4 110945109 110945799 - -ENSG00000251312.2 AC004062.2 chr4 111063583 111064227 + -ENSG00000200963.1 RNU6-289P chr4 111331412 111331518 + -ENSG00000241722.2 RP11-255I10.1 chr4 111551854 111552173 + -ENSG00000248656.1 RP11-255I10.2 chr4 111640495 111648808 + -ENSG00000250855.1 RP11-269F21.1 chr4 111802801 111839886 + -ENSG00000248432.1 RP11-269F21.2 chr4 111804418 111809694 - -ENSG00000249815.1 RP11-269F21.3 chr4 111826881 112072698 - -ENSG00000250556.1 CCDC34P1 chr4 112068010 112068526 + -ENSG00000250307.2 TUBB8P3 chr4 112077598 112078400 + -ENSG00000240459.2 RP11-477G18.1 chr4 112116510 112116903 - -ENSG00000174749.5 C4orf32 chr4 112145397 112195256 + -ENSG00000243280.2 RP11-477G18.2 chr4 112171215 112171527 + -ENSG00000260526.1 RP11-73K9.2 chr4 112229561 112231596 - -ENSG00000138660.11 AP1AR chr4 112231737 112270047 + -ENSG00000272567.1 RP11-73K9.3 chr4 112272968 112273316 - -ENSG00000145365.10 TIFA chr4 112274542 112285903 - -ENSG00000073331.17 ALPK1 chr4 112285509 112442620 + -ENSG00000251441.2 RTEL1P1 chr4 112356135 112359819 + -ENSG00000248697.1 TOX4P1 chr4 112455924 112457785 + -ENSG00000178403.3 NEUROG2 chr4 112513516 112516172 - -ENSG00000249509.1 RP11-402J6.1 chr4 112515385 112546881 + -ENSG00000248439.2 RPL23AP94 chr4 112530371 112530672 - -ENSG00000138658.15 ZGRF1 chr4 112539333 112636995 - -ENSG00000250966.2 RP11-402J6.3 chr4 112564988 112565398 + -ENSG00000174720.15 LARP7 chr4 112636964 112657592 + -ENSG00000249532.3 RP11-148B6.1 chr4 112646476 112650051 - -ENSG00000199169.1 MIR367 chr4 112647874 112647941 - -ENSG00000199145.1 MIR302D chr4 112648004 112648071 - -ENSG00000207927.1 MIR302A chr4 112648183 112648251 - -ENSG00000199102.1 MIR302C chr4 112648363 112648430 - -ENSG00000274389.1 MIR302B chr4 112648485 112648557 - -ENSG00000220924.4 OSTCP4 chr4 112685055 112685503 + -ENSG00000250046.3 RP11-148B6.2 chr4 112693047 112706810 - -ENSG00000248633.1 WRBP1 chr4 112693459 112693792 - -ENSG00000241002.1 RP11-119H12.1 chr4 112738672 112739106 + -ENSG00000202536.2 Y_RNA chr4 112755816 112755917 - -ENSG00000241741.1 RPL7AP30 chr4 112788083 112788878 - -ENSG00000250500.1 RP11-119H12.3 chr4 112797050 112798691 - -ENSG00000145362.16 ANK2 chr4 112818109 113383740 + -ENSG00000234841.4 RP11-119H12.4 chr4 112826307 112827607 + -ENSG00000251126.2 RP11-119H12.6 chr4 112880298 112882330 - -ENSG00000228814.4 RP11-119H12.5 chr4 112881718 112882132 - -ENSG00000248152.1 RP11-650J17.1 chr4 112979590 113071962 - -ENSG00000249373.2 RP11-650J17.2 chr4 113031287 113034551 - -ENSG00000275810.1 MIR8082 chr4 113152282 113152362 + -ENSG00000196656.7 AC004057.1 chr4 113214046 113217170 - -ENSG00000239279.3 RN7SL184P chr4 113419840 113420136 + -ENSG00000206820.1 RNU1-138P chr4 113420323 113420486 + -ENSG00000145349.16 CAMK2D chr4 113451032 113761927 - -ENSG00000250229.1 RP11-397D21.1 chr4 113840050 113840236 + -ENSG00000180801.12 ARSJ chr4 113900284 113979727 - -ENSG00000249304.1 RP11-26P13.2 chr4 113943256 113944320 + -ENSG00000248716.2 RP11-362M19.1 chr4 114103938 114104225 + -ENSG00000174607.10 UGT8 chr4 114598455 114678224 + -ENSG00000207931.1 MIR577 chr4 114656759 114656854 + -ENSG00000250215.1 CIR1P2 chr4 114713579 114714920 - -ENSG00000240637.3 RN7SL808P chr4 114799331 114799629 + -ENSG00000138653.9 NDST4 chr4 114827763 115113876 - -ENSG00000251308.1 MRPS33P3 chr4 115142982 115143303 + -ENSG00000250693.2 RPF2P2 chr4 115628812 115629707 + -ENSG00000248488.2 PGAM4P2 chr4 115764099 115764819 - -ENSG00000250363.1 KRT18P21 chr4 115920707 115921978 + -ENSG00000248173.5 RP11-659O3.1 chr4 115922015 116297160 - -ENSG00000250442.1 EIF3KP3 chr4 116043407 116044045 - -ENSG00000249259.2 RP11-166J5.1 chr4 116095110 116097066 - -ENSG00000250627.2 TTC39CP1 chr4 116193997 116194751 - -ENSG00000270394.2 MTRNR2L13 chr4 116298876 116300320 + -ENSG00000250272.1 TRMT112P1 chr4 116378919 116379269 + -ENSG00000248139.2 CUL4AP1 chr4 116425983 116430892 - -ENSG00000250791.1 RP11-55L3.1 chr4 116489364 116515146 - -ENSG00000213493.3 ACTN4P1 chr4 116598161 116599611 + -ENSG00000201752.1 RNU6-119P chr4 116839279 116839385 + -ENSG00000271053.1 RP11-97F8.1 chr4 116858093 116858973 + -ENSG00000174599.5 TRAM1L1 chr4 117083554 117085576 - -ENSG00000223605.1 AC107399.1 chr4 117249924 117250188 + -ENSG00000224932.1 AC107399.2 chr4 117314597 117360639 - -ENSG00000228358.5 AC113617.1 chr4 117360625 117372852 + -ENSG00000236922.9 LINC01378 chr4 117406166 117691188 + -ENSG00000237684.1 RPSAP35 chr4 117413462 117414279 + -ENSG00000213492.2 NT5C3AP1 chr4 117574512 117576174 - -ENSG00000229565.1 AC108056.1 chr4 117834401 117869948 + -ENSG00000164100.8 NDST3 chr4 118033618 118258648 + -ENSG00000251463.2 FKBP4P1 chr4 118193405 118194751 - -ENSG00000269893.6 SNHG8 chr4 118278709 118279823 + -ENSG00000275994.1 SNORA24 chr4 118279190 118279320 + -ENSG00000164099.3 PRSS12 chr4 118280038 118353003 - -ENSG00000230671.2 NDUFS5P5 chr4 118400514 118400834 - -ENSG00000273716.2 RP11-586D5.3 chr4 118460224 118460301 - -ENSG00000154608.13 CEP170P1 chr4 118467590 118554204 + -ENSG00000260404.2 RP11-384K6.6 chr4 118591773 118633729 + -ENSG00000223225.1 RNU6-1054P chr4 118606450 118606553 + -ENSG00000225892.3 RP11-384K6.2 chr4 118632274 118634759 + -ENSG00000248213.3 CICP16 chr4 118635970 118638782 - -ENSG00000251155.2 SEPT14P4 chr4 118640673 118640858 + -ENSG00000281731.2 RP11-384K6.8 chr4 118664087 118685341 - -ENSG00000145388.14 METTL14 chr4 118685368 118715433 + -ENSG00000150961.14 SEC24D chr4 118722823 118838683 - -ENSG00000172403.10 SYNPO2 chr4 118850688 119061247 + -ENSG00000249002.2 RP11-358D17.1 chr4 119006032 119006401 + -ENSG00000280551.1 RP11-358D17.2 chr4 119042024 119043937 + -ENSG00000172399.5 MYOZ2 chr4 119135784 119187789 + -ENSG00000178636.8 RP11-455G16.1 chr4 119192773 119212644 - -ENSG00000145390.11 USP53 chr4 119212587 119295517 + -ENSG00000164096.12 C4orf3 chr4 119296419 119304445 - -ENSG00000145384.3 FABP2 chr4 119317250 119322390 - -ENSG00000250412.1 KLHL2P1 chr4 119334329 119378233 + -ENSG00000201186.1 RNU4-33P chr4 119367562 119367646 + -ENSG00000249244.1 RP11-548H18.2 chr4 119391831 119395335 - -ENSG00000260091.1 RP11-33B1.4 chr4 119409333 119410233 + -ENSG00000223208.1 RNU6-1217P chr4 119434005 119434108 - -ENSG00000248280.1 GTF2IP12 chr4 119440561 119450157 - -ENSG00000245958.6 RP11-33B1.1 chr4 119454791 119552025 + -ENSG00000250950.1 RP11-33B1.3 chr4 119456350 119457277 + -ENSG00000138735.15 PDE5A chr4 119494395 119628991 - -ENSG00000221245.1 SNORA11 chr4 119569699 119569825 + -ENSG00000250772.5 LINC01365 chr4 119799089 119804515 - -ENSG00000250183.2 RP11-96A1.4 chr4 119937557 119963898 + -ENSG00000250392.2 RP11-700N1.1 chr4 119939540 119964293 + -ENSG00000200553.1 Y_RNA chr4 119947131 119947232 + -ENSG00000253825.1 RP11-96A1.5 chr4 120035033 120040615 - -ENSG00000164109.13 MAD2L1 chr4 120055608 120067074 - -ENSG00000250938.5 RP11-679C8.2 chr4 120066958 120416766 + -ENSG00000250219.2 LTV1P1 chr4 120091046 120092282 - -ENSG00000225665.4 SAR1P3 chr4 120342056 120342647 + -ENSG00000249409.1 RP11-501E14.1 chr4 120639090 120650796 + -ENSG00000138738.10 PRDM5 chr4 120684919 120922870 - -ENSG00000212359.1 RNU6-550P chr4 120810469 120810569 + -ENSG00000251609.2 SETP12 chr4 120895494 120897083 - -ENSG00000173376.13 NDNF chr4 121035613 121073021 - -ENSG00000223006.1 RN7SKP137 chr4 121061172 121061478 - -ENSG00000250344.1 RP11-647P12.1 chr4 121071429 121080476 + -ENSG00000271302.1 RP11-647P12.2 chr4 121118299 121118734 + -ENSG00000050730.15 TNIP3 chr4 121131408 121227466 - -ENSG00000252183.1 RNU6-948P chr4 121192797 121192903 - -ENSG00000207148.1 Y_RNA chr4 121329069 121329170 - -ENSG00000186867.10 QRFPR chr4 121329312 121381059 - -ENSG00000213480.3 RP11-364P2.2 chr4 121369433 121370345 - -ENSG00000264927.1 AC093816.1 chr4 121402587 121402671 - -ENSG00000224062.4 TUBB4BP5 chr4 121451541 121451967 + -ENSG00000164111.14 ANXA5 chr4 121667955 121697113 - -ENSG00000164112.12 TMEM155 chr4 121758933 121765427 - -ENSG00000226757.2 PP12613 chr4 121764585 121766814 + -ENSG00000123737.12 EXOSC9 chr4 121801317 121817021 + -ENSG00000145386.9 CCNA2 chr4 121816444 121823933 - -ENSG00000138686.9 BBS7 chr4 121824440 121870497 - -ENSG00000261501.1 RP11-63B13.1 chr4 121870583 121872848 + -ENSG00000138741.10 TRPC3 chr4 121879027 121951754 - -ENSG00000237868.1 AC097533.1 chr4 122077840 122078318 - -ENSG00000241037.3 RN7SL335P chr4 122087508 122087811 - -ENSG00000138688.15 KIAA1109 chr4 122152333 122362758 + -ENSG00000164113.10 ADAD1 chr4 122378966 122429802 + -ENSG00000109471.4 IL2 chr4 122451470 122456725 - -ENSG00000138684.7 IL21 chr4 122612628 122621069 - -ENSG00000227145.1 IL21-AS1 chr4 122618983 122689156 + -ENSG00000224786.1 CETN4P chr4 122730548 122732193 - -ENSG00000181004.9 BBS12 chr4 122732702 122744943 + -ENSG00000244083.1 RP11-170N16.1 chr4 122815771 122816117 - -ENSG00000138685.12 FGF2 chr4 122826708 122898236 + -ENSG00000253069.1 AC021205.1 chr4 122827014 122827090 + -ENSG00000240775.1 RP11-170N16.2 chr4 122840343 122840690 + -ENSG00000273007.1 RP11-170N16.3 chr4 122881878 122884712 - -ENSG00000170917.13 NUDT6 chr4 122888697 122922968 - -ENSG00000145375.7 SPATA5 chr4 122923074 123319450 + -ENSG00000276962.1 AC021205.2 chr4 122977895 122977972 - -ENSG00000216154.2 AC109357.1 chr4 123007583 123007672 + -ENSG00000250322.2 CTB-51E13.1 chr4 123259949 123260118 - -ENSG00000164056.10 SPRY1 chr4 123396795 123403760 + -ENSG00000249125.1 RP11-381N20.2 chr4 123490268 123522106 + -ENSG00000251526.1 RP11-381N20.1 chr4 123505279 123527525 + -ENSG00000249464.5 LINC01091 chr4 123650267 123930406 + -ENSG00000226655.1 AC096732.2 chr4 123744923 123745673 - -ENSG00000228489.1 RPL21P50 chr4 123745750 123746226 - -ENSG00000250458.2 RP11-107E21.1 chr4 123861860 123862015 - -ENSG00000250484.2 RP11-728C8.1 chr4 124062462 124062990 + -ENSG00000249837.1 CTD-2325B11.1 chr4 124149377 124252044 - -ENSG00000248506.1 RP11-93I21.2 chr4 124435750 124437120 - -ENSG00000248565.2 TECRP2 chr4 124462863 124463790 - -ENSG00000261083.1 RP11-93I21.3 chr4 124499942 124558434 - -ENSG00000151458.11 ANKRD50 chr4 124664052 124712732 - -ENSG00000196159.11 FAT4 chr4 125316399 125492932 + -ENSG00000201297.1 Y_RNA chr4 125362819 125362929 + -ENSG00000250149.1 RP11-399F2.2 chr4 125676718 125752793 + -ENSG00000251436.2 NUPL1P1 chr4 125681177 125683668 - -ENSG00000249555.2 TMEM248P1 chr4 125723267 125724217 - -ENSG00000251649.1 RP11-318I4.1 chr4 126070708 126072004 + -ENSG00000251005.1 RP11-318I4.2 chr4 126106139 126106923 - -ENSG00000223620.3 RBM48P1 chr4 126563509 126564776 + -ENSG00000199862.1 Y_RNA chr4 127028107 127028219 - -ENSG00000250945.1 RP11-810P8.1 chr4 127043430 127077762 - -ENSG00000248491.5 RP11-125O18.1 chr4 127096891 127470569 - -ENSG00000248209.1 RP11-18O11.1 chr4 127493505 127493828 + -ENSG00000249795.1 RP11-18O11.2 chr4 127498327 127498807 + -ENSG00000164066.12 INTU chr4 127623271 127726737 + -ENSG00000151475.5 SLC25A31 chr4 127730378 127774299 + -ENSG00000164070.11 HSPA4L chr4 127781821 127840733 + -ENSG00000244021.4 RP11-50D9.1 chr4 127812720 127813200 - -ENSG00000261668.1 RP11-50D9.3 chr4 127840198 127844040 - -ENSG00000142731.10 PLK4 chr4 127880861 127899195 + -ENSG00000251821.1 RNU6-583P chr4 127891991 127892082 + -ENSG00000164073.9 MFSD8 chr4 127917805 127965995 - -ENSG00000164074.14 C4orf29 chr4 127965306 128039711 + -ENSG00000138709.17 LARP1B chr4 128061268 128222931 + -ENSG00000241651.4 RP11-214O14.1 chr4 128069014 128069612 - -ENSG00000248394.1 FOSL1P1 chr4 128155389 128156204 + -ENSG00000164040.16 PGRMC2 chr4 128269237 128288829 - -ENSG00000251432.6 RP11-420A23.1 chr4 128292751 128519394 + -ENSG00000273077.1 RP11-130C6.1 chr4 128552590 128553416 - -ENSG00000248187.1 RP11-184M15.1 chr4 128567972 128570531 - -ENSG00000248802.1 RP11-184M15.2 chr4 128582999 128601407 - -ENSG00000280711.1 JADRR chr4 128768228 128769948 + -ENSG00000077684.15 JADE1 chr4 128809623 128875224 + -ENSG00000151466.11 SCLT1 chr4 128864921 129093607 - -ENSG00000275647.1 RP11-209D20.2 chr4 128944628 128944956 + -ENSG00000281369.1 AC093826.1 chr4 129041766 129041877 + -ENSG00000151470.12 C4orf33 chr4 129093317 129116640 + -ENSG00000251345.2 RP11-392L5.2 chr4 129133106 129134098 + -ENSG00000248958.2 ZSWIM5P3 chr4 129135926 129139740 - -ENSG00000251195.1 RP11-378N18.1 chr4 129177386 129179094 + -ENSG00000250193.1 RP11-419L4.1 chr4 129299175 129305022 - -ENSG00000246876.6 RP11-519M16.1 chr4 129724171 129771481 - -ENSG00000249618.5 RP11-422J15.1 chr4 129771659 129955368 + -ENSG00000234125.5 EEF1GP8 chr4 129903010 129904163 + -ENSG00000251326.1 RP11-521E5.1 chr4 130376229 130386371 + -ENSG00000248877.2 PGBD4P4 chr4 130494673 130495285 + -ENSG00000249018.2 GAPDHP56 chr4 130503357 130504344 - -ENSG00000280059.1 RP11-401I19.2 chr4 130808507 130811933 + -ENSG00000250503.1 RP11-401I19.1 chr4 130881027 130885641 - -ENSG00000250213.2 RP11-488I4.2 chr4 131112748 131113255 + -ENSG00000206782.1 RNU6-224P chr4 131273242 131273348 + -ENSG00000250102.5 RP11-314N14.1 chr4 131380013 131541397 + -ENSG00000248715.2 RP11-758B24.1 chr4 131540281 131540489 + -ENSG00000241392.3 RN7SL205P chr4 131720260 131720543 - -ENSG00000252014.1 SNORA70 chr4 131768140 131768249 + -ENSG00000249416.2 RP11-614F17.1 chr4 131768233 131768578 + -ENSG00000251676.1 RP11-614F17.2 chr4 131773302 131791482 + -ENSG00000184139.8 RPL7AP28 chr4 131857343 131857913 - -ENSG00000251555.1 RP11-745L13.2 chr4 131930031 131975952 - -ENSG00000251598.1 RP11-789C2.1 chr4 132004810 132124031 - -ENSG00000249463.1 RP11-1E22.1 chr4 132027175 132028434 - -ENSG00000251051.1 ELL2P2 chr4 132367786 132368479 - -ENSG00000248369.1 RP11-62N21.1 chr4 132435802 132447235 - -ENSG00000251398.1 LINC01256 chr4 132591089 132678503 + -ENSG00000249038.2 AARSP1 chr4 132592084 132592536 + -ENSG00000251488.1 RP11-404I7.2 chr4 132836772 132981677 - -ENSG00000249513.2 RP11-404I7.1 chr4 132985510 132988677 - -ENSG00000250241.5 RP11-9G1.3 chr4 133075311 133149116 - -ENSG00000248735.2 R3HDM2P1 chr4 133124104 133126063 + -ENSG00000138650.8 PCDH10 chr4 133149315 133208606 + -ENSG00000221637.1 AC105252.1 chr4 133560856 133560934 - -ENSG00000250191.1 RP11-285A15.1 chr4 133574566 133575208 - -ENSG00000281057.1 AC118562.1 chr4 133708226 133708335 + -ENSG00000251388.1 RP11-427M20.1 chr4 133871246 134010690 - -ENSG00000266277.1 AC096763.1 chr4 134043467 134043553 - -ENSG00000254535.3 PABPC4L chr4 134196333 134201748 - -ENSG00000251199.5 RP11-400D2.2 chr4 134255173 134327473 - -ENSG00000248191.1 PES1P1 chr4 134327063 134328798 + -ENSG00000251291.1 RP11-400D2.3 chr4 134423867 134457852 + -ENSG00000249000.1 CTD-2012I17.1 chr4 134759399 134817289 + -ENSG00000249847.1 RP11-192C21.2 chr4 134932889 134934131 - -ENSG00000251228.1 RP11-192C21.3 chr4 134944275 134944523 + -ENSG00000241411.1 RP11-192C21.1 chr4 134952259 134952889 - -ENSG00000250144.1 RP11-553P9.1 chr4 135045464 135046850 + -ENSG00000248434.1 RP11-553P9.2 chr4 135067233 135097658 + -ENSG00000248456.1 RP11-553P9.3 chr4 135112905 135123779 - -ENSG00000250834.1 KRT18P54 chr4 135371177 135371924 - -ENSG00000207849.2 AC108867.1 chr4 135371590 135371681 - -ENSG00000248104.1 TARS2P1 chr4 135565117 135567157 - -ENSG00000250865.1 RP11-780O17.1 chr4 135792384 135805904 - -ENSG00000248330.5 LINC00613 chr4 135866983 135913680 - -ENSG00000207322.1 RNU1-89P chr4 135995929 135996092 - -ENSG00000251492.1 RP11-782E2.2 chr4 136004509 136004902 - -ENSG00000261166.1 RP11-775H9.3 chr4 136097797 136099240 - -ENSG00000251567.5 RP11-775H9.2 chr4 136118675 136395471 - -ENSG00000250665.1 RP11-775H9.1 chr4 136125909 136138874 + -ENSG00000249311.4 TERF1P3 chr4 136355110 136356336 - -ENSG00000279749.1 RP11-625B21.1 chr4 136553236 136553739 + -ENSG00000264362.1 AC093875.1 chr4 136707178 136707261 - -ENSG00000248869.5 RP11-138I17.1 chr4 136796722 137212799 - -ENSG00000250341.1 RP11-785F11.1 chr4 137193756 137198367 + -ENSG00000222526.2 AC060835.1 chr4 137228126 137228231 + -ENSG00000250813.1 SERF1AP1 chr4 137301001 137301187 - -ENSG00000251440.2 STMN1P2 chr4 137425426 137425864 - -ENSG00000213448.3 RPS23P2 chr4 137448087 137448501 + -ENSG00000189184.11 PCDH18 chr4 137518918 137532494 - -ENSG00000251632.1 RP11-714L20.1 chr4 137545731 137603430 + -ENSG00000280352.1 RP13-884E18.3 chr4 137601899 137602433 - -ENSG00000250126.1 RP13-884E18.2 chr4 137645265 137655174 - -ENSG00000250777.1 RP13-884E18.4 chr4 137690477 137734977 - -ENSG00000250034.1 RP11-793B23.1 chr4 137807706 137816402 + -ENSG00000248307.5 LINC00616 chr4 138027422 138130709 - -ENSG00000250033.5 SLC7A11-AS1 chr4 138057464 138178177 + -ENSG00000151012.13 SLC7A11 chr4 138164097 138242349 - -ENSG00000249091.1 RP11-733C7.1 chr4 138277115 138281784 - -ENSG00000248397.1 LINC00498 chr4 138298856 138312658 - -ENSG00000251372.5 LINC00499 chr4 138309711 138424344 + -ENSG00000281539.1 U7 chr4 138337530 138337588 + -ENSG00000249381.1 LINC00500 chr4 138425523 138436869 + -ENSG00000248305.1 RP11-310A13.2 chr4 138481255 138482096 - -ENSG00000248795.1 RP11-173E2.1 chr4 138560704 138561941 + -ENSG00000250977.1 RP11-173E2.2 chr4 138664725 138665569 - -ENSG00000250501.2 RP11-98O2.1 chr4 138773550 138801639 + -ENSG00000238971.1 AC093766.1 chr4 138811678 138811766 - -ENSG00000250195.1 RP11-371F15.3 chr4 138819954 139012646 - -ENSG00000250577.1 RP11-577B7.1 chr4 138923930 138924232 - -ENSG00000280976.1 Metazoa_SRP chr4 138988030 138988288 + -ENSG00000151014.5 CCRN4L chr4 139015789 139045939 + -ENSG00000264953.1 AC093602.1 chr4 139017493 139017579 - -ENSG00000109381.19 ELF2 chr4 139028112 139177218 - -ENSG00000252503.1 RNU6-531P chr4 139055475 139055578 + -ENSG00000240723.3 RN7SL382P chr4 139100377 139100658 + -ENSG00000179967.11 PPP1R14BP3 chr4 139114930 139115374 - -ENSG00000276396.1 Metazoa_SRP chr4 139155153 139155444 + -ENSG00000265892.2 RN7SL311P chr4 139185441 139185746 + -ENSG00000207384.1 Y_RNA chr4 139200395 139200513 + -ENSG00000252362.1 RNU6-506P chr4 139231026 139231119 - -ENSG00000206722.1 RNU6-1074P chr4 139256657 139256760 - -ENSG00000137463.4 MGARP chr4 139266163 139280338 - -ENSG00000109390.11 NDUFC1 chr4 139266880 139302551 - -ENSG00000164134.12 NAA15 chr4 139301455 139420033 + -ENSG00000200520.1 RNU6-1214P chr4 139318378 139318486 + -ENSG00000273247.5 RP11-83A24.2 chr4 139411927 139454034 - -ENSG00000248863.2 RP11-83A24.1 chr4 139426299 139430884 - -ENSG00000239005.1 ACA64 chr4 139436368 139436494 - -ENSG00000172007.5 RAB33B chr4 139453232 139476609 + -ENSG00000145391.13 SETD7 chr4 139495941 139606699 - -ENSG00000249302.2 FTH1P24 chr4 139546266 139546727 + -ENSG00000272717.1 RP11-342I1.2 chr4 139556799 139557643 + -ENSG00000261268.1 RP11-308D13.3 chr4 139618136 139623232 - -ENSG00000085871.8 MGST2 chr4 139665768 139740745 + -ENSG00000201533.1 RN7SKP237 chr4 139685127 139685427 - -ENSG00000178458.5 H3F3AP6 chr4 139698144 139698554 - -ENSG00000196782.12 MAML3 chr4 139716753 140154184 - -ENSG00000252233.1 RN7SKP253 chr4 139794125 139794433 - -ENSG00000250698.1 RP11-392B6.1 chr4 140128015 140134565 + -ENSG00000153130.17 SCOC chr4 140257286 140385726 + -ENSG00000196951.10 SCOC-AS1 chr4 140283724 140373381 - -ENSG00000249754.2 RP11-425I13.2 chr4 140314163 140314550 - -ENSG00000241923.2 RPL14P3 chr4 140366240 140366861 - -ENSG00000153132.12 CLGN chr4 140388455 140427968 - -ENSG00000205301.11 MGAT4D chr4 140442262 140498377 - -ENSG00000280262.1 RP11-542P2.2 chr4 140498402 140501330 + -ENSG00000179387.9 ELMOD2 chr4 140524158 140553770 + -ENSG00000109424.3 UCP1 chr4 140559434 140568805 - -ENSG00000242102.3 RN7SL152P chr4 140577925 140578222 + -ENSG00000248621.2 RP11-5K16.3 chr4 140600401 140600575 - -ENSG00000109436.7 TBC1D9 chr4 140620765 140756120 - -ENSG00000249661.1 TNRC18P1 chr4 140641840 140645489 - -ENSG00000207155.1 RNY1P14 chr4 140700835 140700942 - -ENSG00000248335.1 RP11-102N12.2 chr4 140712168 140716081 + -ENSG00000273472.1 RP11-102N12.3 chr4 140756528 140757921 + -ENSG00000222613.1 Y_RNA chr4 140779039 140779141 - -ENSG00000170153.10 RNF150 chr4 140859807 141212877 - -ENSG00000109445.10 ZNF330 chr4 141220887 141234697 + -ENSG00000248747.1 RP11-586L23.1 chr4 141240739 141278789 - -ENSG00000248810.1 RP11-362F19.1 chr4 141319450 141332618 - -ENSG00000250189.2 RP11-362F19.2 chr4 141405172 141407586 + -ENSG00000272632.1 RP11-362F19.3 chr4 141430831 141431284 + -ENSG00000250141.1 RP11-208N20.1 chr4 141569931 141576077 - -ENSG00000164136.16 IL15 chr4 141636599 141733987 + -ENSG00000109452.12 INPP4B chr4 142023160 142847432 - -ENSG00000242134.2 RPL5P13 chr4 142286917 142287625 - -ENSG00000250835.1 LSM3P4 chr4 142317238 142317546 + -ENSG00000251248.1 RP11-223C24.2 chr4 142514446 142518983 + -ENSG00000249806.1 RP11-223C24.1 chr4 142566019 142660950 + -ENSG00000250326.1 RP11-284M14.1 chr4 142933195 143184861 - -ENSG00000251300.1 RP11-54P19.1 chr4 143045086 143045878 + -ENSG00000170185.9 USP38 chr4 143184917 143223830 + -ENSG00000250969.1 RP11-364L4.3 chr4 143286293 143329858 + -ENSG00000200049.1 Y_RNA chr4 143309466 143309566 + -ENSG00000109458.8 GAB1 chr4 143336762 143474568 + -ENSG00000265623.1 MIR3139 chr4 143343460 143343535 + -ENSG00000228981.3 RP11-364L4.1 chr4 143349275 143350117 - -ENSG00000243175.1 RP11-58H15.1 chr4 143424753 143426013 + -ENSG00000250540.1 RP11-58H15.3 chr4 143497412 143498126 - -ENSG00000153147.5 SMARCA5 chr4 143513463 143557486 + -ENSG00000245112.2 SMARCA5-AS1 chr4 143513472 143514635 - -ENSG00000248924.2 RP11-481K16.2 chr4 143555082 143555583 - -ENSG00000236296.7 GUSBP5 chr4 143559472 143649305 + -ENSG00000183090.5 FREM3 chr4 143577302 143700675 - -ENSG00000246448.2 RP13-578N3.3 chr4 143700257 143865072 + -ENSG00000250345.2 RP11-780M14.1 chr4 143760399 143762093 - -ENSG00000197465.13 GYPE chr4 143870867 143905563 - -ENSG00000249741.2 RP11-673E1.3 chr4 143911514 143912053 - -ENSG00000251600.5 RP11-673E1.1 chr4 143912331 143982454 + -ENSG00000248828.1 RP11-673E1.4 chr4 143953635 144126359 + -ENSG00000250361.6 GYPB chr4 143996104 144019345 - -ENSG00000170180.19 GYPA chr4 144109303 144140751 - -ENSG00000261129.1 RP11-361D14.2 chr4 144505900 144509001 + -ENSG00000250504.2 KRT18P51 chr4 144572238 144572983 + -ENSG00000248890.1 HHIP-AS1 chr4 144642922 144661357 - -ENSG00000164161.9 HHIP chr4 144646021 144745271 + -ENSG00000273621.1 uc_338 chr4 144739762 144739941 - -ENSG00000249193.1 HSPD1P5 chr4 144845625 144847344 + -ENSG00000250406.1 RP13-539F13.3 chr4 144851572 144874787 + -ENSG00000251452.2 RP13-539F13.2 chr4 144920713 144921164 - -ENSG00000164162.12 ANAPC10 chr4 144967112 145098541 - -ENSG00000222594.1 RN7SKP235 chr4 145035132 145035436 + -ENSG00000164163.10 ABCE1 chr4 145097932 145129179 + -ENSG00000164164.15 OTUD4 chr4 145110838 145180161 - -ENSG00000238713.1 Y_RNA chr4 145149537 145149649 - -ENSG00000240992.1 RPS23P4 chr4 145269810 145270558 - -ENSG00000272727.1 RP11-142A22.4 chr4 145335263 145340421 - -ENSG00000251333.3 RTN3P1 chr4 145375543 145376253 + -ENSG00000278943.1 RP11-142A22.3 chr4 145376909 145377957 + -ENSG00000248745.2 NMNAT1P4 chr4 145456005 145456844 + -ENSG00000170365.9 SMAD1 chr4 145481194 145558079 + -ENSG00000250582.1 SMAD1-AS2 chr4 145497073 145502971 - -ENSG00000250902.1 SMAD1-AS1 chr4 145514615 145517118 - -ENSG00000248686.1 RP11-557J10.5 chr4 145599109 145600552 + -ENSG00000151611.13 MMAA chr4 145618263 145660035 + -ENSG00000249245.2 RP11-557J10.3 chr4 145624159 145626035 - -ENSG00000248356.1 RP11-557J10.4 chr4 145642336 145650624 - -ENSG00000237136.6 C4orf51 chr4 145680204 145771032 + -ENSG00000151612.15 ZNF827 chr4 145757627 145938635 - -ENSG00000279481.1 RP11-181K12.1 chr4 145830456 145832980 - -ENSG00000251687.1 RP11-181K12.2 chr4 145833118 145839580 + -ENSG00000201314.1 Y_RNA chr4 145958128 145958240 - -ENSG00000260303.1 RP11-203B7.2 chr4 146052604 146056762 - -ENSG00000251024.1 RP11-203B7.1 chr4 146077846 146108157 - -ENSG00000248809.5 LINC01095 chr4 146109455 146121913 - -ENSG00000216055.1 AC097372.1 chr4 146122204 146122284 - -ENSG00000164167.9 LSM6 chr4 146175685 146200000 + -ENSG00000279845.1 RP11-6L6.4 chr4 146180851 146181316 + -ENSG00000250673.1 RP11-6L6.2 chr4 146224557 146229056 + -ENSG00000280250.1 RP11-6L6.6 chr4 146231892 146232267 + -ENSG00000251010.1 RP11-6L6.7 chr4 146241806 146243669 + -ENSG00000120519.14 SLC10A7 chr4 146253975 146521964 - -ENSG00000278438.1 MIR7849 chr4 146408583 146408688 + -ENSG00000207182.1 RNU1-44P chr4 146580048 146580210 + -ENSG00000151615.3 POU4F2 chr4 146638893 146642474 + -ENSG00000264323.1 AC093887.1 chr4 146639261 146639343 + -ENSG00000137473.17 TTC29 chr4 146706638 146945882 - -ENSG00000248764.1 RP11-292D4.2 chr4 146934001 146945471 + -ENSG00000248346.1 RP11-292D4.1 chr4 146957438 146975457 + -ENSG00000260090.1 RP11-292D4.3 chr4 147005492 147009145 + -ENSG00000279376.1 RP11-292D4.4 chr4 147025914 147030072 + -ENSG00000221369.1 MIR548G chr4 147344629 147344717 - -ENSG00000241281.1 RP11-364M6.1 chr4 147425974 147426351 - -ENSG00000249004.1 PRMT5P1 chr4 147458724 147459321 - -ENSG00000151617.15 EDNRA chr4 147480917 147544954 + -ENSG00000280219.1 RP11-752L20.3 chr4 147487971 147496062 + -ENSG00000251254.1 GTF2F2P1 chr4 147506091 147506765 + -ENSG00000251688.1 RP11-752L20.5 chr4 147567606 147594587 + -ENSG00000251298.1 RP11-425A23.1 chr4 147609552 147617245 - -ENSG00000164168.7 TMEM184C chr4 147617383 147672044 + -ENSG00000164169.12 PRMT9 chr4 147637785 147684230 - -ENSG00000071205.11 ARHGAP10 chr4 147732063 148072780 + -ENSG00000252951.1 RNA5SP165 chr4 147745303 147745417 - -ENSG00000264274.1 MIR4799 chr4 147782595 147782668 + -ENSG00000240014.3 RN7SL254P chr4 147808926 147809209 + -ENSG00000270387.1 RP11-315D13.1 chr4 147916529 147917386 - -ENSG00000151623.14 NR3C2 chr4 148078762 148444698 - -ENSG00000250354.1 RP11-76G10.1 chr4 148146471 148208880 + -ENSG00000251418.2 RP11-655B23.1 chr4 148526493 148527139 - -ENSG00000201846.1 RNA5SP166 chr4 148557947 148558048 + -ENSG00000250357.1 RP11-503L19.1 chr4 148693032 148694323 + -ENSG00000225176.2 ATP5LP4 chr4 148703526 148703832 - -ENSG00000279016.1 RP11-360A10.1 chr4 148819351 148819956 - -ENSG00000249317.1 CTB-191D16.1 chr4 148940941 148942378 - -ENSG00000239168.1 RNU7-197P chr4 148991572 148991633 - -ENSG00000249752.1 RP11-563M4.1 chr4 149027445 149062522 - -ENSG00000250252.1 RP11-342A1.1 chr4 149147802 149149780 - -ENSG00000248210.1 RP11-24I21.1 chr4 149154295 149278123 + -ENSG00000281875.1 AC097465.1 chr4 149295345 149295480 - -ENSG00000234828.7 RP11-526A4.1 chr4 149352017 149896233 - -ENSG00000250905.1 RP11-707F2.1 chr4 149666057 149711149 + -ENSG00000251482.1 AKIRIN2P1 chr4 149789952 149790303 + -ENSG00000202331.1 RNA5SP167 chr4 149907560 149907675 + -ENSG00000207121.1 RNU6-1230P chr4 149934376 149934483 + -ENSG00000250704.1 RP11-423J7.1 chr4 149956208 149958572 + -ENSG00000170390.14 DCLK2 chr4 150078274 150257457 + -ENSG00000238721.1 RNU7-194P chr4 150209706 150209768 + -ENSG00000198589.10 LRBA chr4 150264531 151015727 - -ENSG00000248521.1 RP11-174F8.1 chr4 150422645 150423642 - -ENSG00000249690.1 RP11-1336O20.2 chr4 150579089 150581545 + -ENSG00000181541.5 MAB21L2 chr4 150581922 150584693 + -ENSG00000221235.1 AC110813.1 chr4 150639756 150639866 - -ENSG00000183432.6 ZBTB8OSP1 chr4 150720981 150721478 + -ENSG00000252451.1 RNA5SP168 chr4 150970671 150970782 - -ENSG00000235606.3 AK4P6 chr4 151027090 151027617 + -ENSG00000145425.9 RPS3A chr4 151099573 151104652 + -ENSG00000201264.1 SNORD73 chr4 151102057 151102128 + -ENSG00000109686.16 SH3D19 chr4 151102751 151325632 - -ENSG00000208797.1 SNORD73A chr4 151103827 151103891 + -ENSG00000270681.1 RP11-372K14.2 chr4 151139991 151141103 + -ENSG00000249012.2 RP11-731D1.1 chr4 151259503 151262849 + -ENSG00000189099.11 PRSS48 chr4 151277171 151291453 + -ENSG00000250350.1 RP11-731D1.3 chr4 151279030 151279192 - -ENSG00000252544.1 RNU6-1282P chr4 151300518 151300613 + -ENSG00000270265.1 RP11-731D1.4 chr4 151333775 151353224 - -ENSG00000251611.1 RP11-610P16.1 chr4 151407551 151408835 - -ENSG00000164142.15 FAM160A1 chr4 151409216 151663632 + -ENSG00000278056.1 AC097455.1 chr4 151565710 151565810 - -ENSG00000253019.1 RN7SKP35 chr4 151576766 151576916 + -ENSG00000251603.1 RP11-164P12.4 chr4 151667224 151670502 + -ENSG00000278978.1 RP11-164P12.5 chr4 151669786 151670503 + -ENSG00000059691.11 GATB chr4 151670504 151761023 - -ENSG00000251455.1 RP11-164P12.3 chr4 151674483 151677893 + -ENSG00000249184.1 RP11-424M21.1 chr4 151799500 151801348 + -ENSG00000249708.1 RP11-503L23.1 chr4 151887543 151891263 - -ENSG00000249818.1 RP11-73G16.3 chr4 151904932 151928648 - -ENSG00000248991.1 RP11-73G16.2 chr4 151919468 151943933 + -ENSG00000251249.1 RP11-73G16.1 chr4 151955991 151969381 + -ENSG00000253077.1 RNA5SP169 chr4 151971497 151971613 - -ENSG00000245954.6 RP11-18H21.1 chr4 152100754 152104720 + -ENSG00000250706.1 RP11-18H21.2 chr4 152146385 152178573 - -ENSG00000251377.1 RP11-18H21.3 chr4 152207421 152225870 - -ENSG00000266244.1 AC079340.1 chr4 152228468 152228534 + -ENSG00000244544.2 RN7SL446P chr4 152264150 152264445 - -ENSG00000270302.1 RP11-461L13.4 chr4 152308283 152309983 - -ENSG00000270883.1 RP11-461L13.5 chr4 152317902 152318364 - -ENSG00000270750.1 RP11-461L13.3 chr4 152320544 152321044 - -ENSG00000109670.13 FBXW7 chr4 152321259 152536101 - -ENSG00000270751.1 DEAR chr4 152337655 152338098 + -ENSG00000264678.1 MIR3140 chr4 152489327 152489416 - -ENSG00000268471.4 DKFZP434I0714 chr4 152536264 152539263 + -ENSG00000277685.1 MIR4453 chr4 152536428 152536516 + -ENSG00000243417.1 RP11-555K12.1 chr4 152551277 152552364 - -ENSG00000240669.1 RP11-555K12.2 chr4 152613875 152614333 - -ENSG00000170006.11 TMEM154 chr4 152618632 152680165 - -ENSG00000248571.1 RP11-768B22.2 chr4 152666368 152670107 + -ENSG00000164144.14 ARFIP1 chr4 152687727 152918463 + -ENSG00000169989.2 TIGD4 chr4 152769354 152779764 - -ENSG00000250980.1 RP11-529H22.1 chr4 152796063 152796831 - -ENSG00000252375.1 AC099339.1 chr4 152900966 152901079 + -ENSG00000231841.1 RP11-206F17.2 chr4 152927446 152928207 + -ENSG00000137460.8 FHDC1 chr4 152936352 152979696 + -ENSG00000249022.1 RP11-285C1.2 chr4 153034211 153091165 + -ENSG00000109654.14 TRIM2 chr4 153152342 153339320 + -ENSG00000252030.1 RNU6-1196P chr4 153265662 153265755 - -ENSG00000201786.1 Y_RNA chr4 153266909 153267010 - -ENSG00000213406.3 ANXA2P1 chr4 153307792 153308717 - -ENSG00000121211.7 MND1 chr4 153344649 153415118 + -ENSG00000263596.1 AC013477.1 chr4 153360533 153360654 + -ENSG00000243883.3 RN7SL419P chr4 153381729 153382015 - -ENSG00000121210.15 KIAA0922 chr4 153466346 153636711 + -ENSG00000250771.2 RP11-153M7.3 chr4 153640168 153681180 + -ENSG00000248208.1 RP11-153M7.1 chr4 153658572 153659653 + -ENSG00000137462.6 TLR2 chr4 153701500 153705699 + -ENSG00000145428.14 RNF175 chr4 153710125 153760235 - -ENSG00000249309.1 RP11-153M7.5 chr4 153720327 153727722 + -ENSG00000221657.2 AC020703.1 chr4 153741852 153741939 - -ENSG00000145423.4 SFRP2 chr4 153780592 153789120 - -ENSG00000252181.1 AC020703.2 chr4 153873367 153873451 - -ENSG00000280241.3 RP11-290O12.2 chr4 154142122 154298819 + -ENSG00000264137.1 AC079298.1 chr4 154218909 154218993 + -ENSG00000197410.12 DCHS2 chr4 154232037 154491716 - -ENSG00000278981.1 RP11-9N12.2 chr4 154235980 154237598 + -ENSG00000280005.1 RP11-9N12.3 chr4 154261735 154262193 + -ENSG00000249200.1 RP11-290O12.1 chr4 154373886 154374347 + -ENSG00000250609.1 RP11-158C21.2 chr4 154523487 154524807 + -ENSG00000171566.11 PLRG1 chr4 154535006 154550435 - -ENSG00000200350.1 RNU6-1285P chr4 154543933 154544037 - -ENSG00000248611.1 RP11-158C21.3 chr4 154555208 154555985 + -ENSG00000171564.11 FGB chr4 154562956 154571086 + -ENSG00000171560.14 FGA chr4 154583126 154590766 - -ENSG00000171557.16 FGG chr4 154604134 154612967 - -ENSG00000121207.11 LRAT chr4 154626945 154753118 + -ENSG00000249074.1 RP11-21G20.1 chr4 154724586 154724880 + -ENSG00000249041.1 RP11-21G20.3 chr4 154754756 154781873 - -ENSG00000249692.1 RP11-21G20.4 chr4 154770568 154770916 + -ENSG00000151962.7 RBM46 chr4 154781213 154828813 + -ENSG00000222582.1 RNU2-66P chr4 154787118 154787278 + -ENSG00000252604.1 RNU2-44P chr4 154790291 154790484 + -ENSG00000250910.7 AC097467.2 chr4 155173716 155381694 + -ENSG00000250538.5 RP11-92A5.2 chr4 155206529 155209027 - -ENSG00000185149.5 NPY2R chr4 155208629 155217078 + -ENSG00000249924.2 RP11-27G13.1 chr4 155286162 155287136 - -ENSG00000164114.18 MAP9 chr4 155342658 155376970 - -ENSG00000250205.1 YWHAEP4 chr4 155381042 155381239 - -ENSG00000250398.1 RP11-27G13.4 chr4 155383107 155384102 - -ENSG00000271606.1 RP11-27G13.5 chr4 155385352 155385492 + -ENSG00000249247.1 RP11-627H22.9 chr4 155451617 155452405 - -ENSG00000249770.1 MTND6P17 chr4 155452526 155453044 + -ENSG00000248748.1 MTND5P9 chr4 155453049 155454803 - -ENSG00000248548.1 MTND4P8 chr4 155455050 155456411 - -ENSG00000249127.1 MTND3P3 chr4 155456638 155456981 - -ENSG00000249698.1 RP11-627H22.8 chr4 155457180 155457960 - -ENSG00000248420.1 MTATP6P9 chr4 155457961 155458640 - -ENSG00000249386.1 RP11-627H22.6 chr4 155458870 155459563 - -ENSG00000251223.1 RP11-627H22.5 chr4 155459704 155461237 - -ENSG00000248907.1 MTND2P33 chr4 155461633 155462663 - -ENSG00000251407.1 MTND1P22 chr4 155462873 155463823 - -ENSG00000251244.1 RP13-487K5.1 chr4 155515727 155517459 + -ENSG00000164116.16 GUCY1A3 chr4 155666711 155732349 + -ENSG00000260244.1 RP11-588K22.2 chr4 155734448 155737062 + -ENSG00000061918.12 GUCY1B3 chr4 155758992 155807591 + -ENSG00000256394.2 ASIC5 chr4 155829729 155866273 - -ENSG00000151790.8 TDO2 chr4 155854738 155920406 + -ENSG00000256043.2 CTSO chr4 155924118 155953917 - -ENSG00000249013.1 FTH1P21 chr4 156006478 156006988 + -ENSG00000221189.1 AC108211.1 chr4 156296561 156296646 - -ENSG00000251511.1 RP11-171N4.1 chr4 156585979 156590039 + -ENSG00000251283.1 RP11-171N4.2 chr4 156634494 156642454 - -ENSG00000249479.1 RP11-171N4.3 chr4 156642580 156643569 + -ENSG00000248912.1 RP11-171N4.4 chr4 156686664 156692636 + -ENSG00000145431.10 PDGFC chr4 156760454 156971394 - -ENSG00000248629.1 RP11-154F14.2 chr4 156841359 156842236 + -ENSG00000280284.1 RP11-154F14.3 chr4 156876435 156876820 + -ENSG00000278880.1 RP11-612J15.1 chr4 156886645 156886862 + -ENSG00000250622.1 RP11-612J15.3 chr4 156972631 156972956 + -ENSG00000252350.1 RPPH1-3P chr4 156986372 156986693 - -ENSG00000252524.1 Y_RNA chr4 157064557 157064663 + -ENSG00000109738.10 GLRB chr4 157076057 157172090 + -ENSG00000199859.1 RNU6-582P chr4 157201562 157201668 - -ENSG00000120251.18 GRIA2 chr4 157204182 157366075 + -ENSG00000249819.1 RP11-392C20.1 chr4 157204462 157204855 - -ENSG00000263738.2 AC079233.1 chr4 157360144 157360198 + -ENSG00000234111.6 RP11-364P22.1 chr4 157572490 157576154 + -ENSG00000221618.1 AC093817.1 chr4 157588148 157588235 - -ENSG00000249275.1 RP11-364P22.2 chr4 157637687 157667044 + -ENSG00000200521.1 Y_RNA chr4 157768013 157768113 - -ENSG00000249627.1 RP11-312A15.1 chr4 157815010 157815480 + -ENSG00000279703.1 RP11-364P22.3 chr4 157818101 157818572 - -ENSG00000279994.1 RP11-312A15.2 chr4 157945817 157946642 - -ENSG00000250475.1 RP11-312A15.3 chr4 157968412 157969615 - -ENSG00000279139.1 RP11-597D13.1 chr4 158109500 158110153 - -ENSG00000280140.1 RP11-597D13.2 chr4 158111361 158111931 - -ENSG00000164125.15 FAM198B chr4 158124474 158173318 - -ENSG00000248429.5 RP11-597D13.9 chr4 158170752 158202877 + -ENSG00000251073.1 NUDT19P5 chr4 158182825 158183393 + -ENSG00000250604.1 RP11-597D13.8 chr4 158199105 158200442 - -ENSG00000164124.10 TMEM144 chr4 158201604 158255411 + -ENSG00000251429.1 RP11-597D13.7 chr4 158270378 158278676 + -ENSG00000171509.15 RXFP1 chr4 158315311 158653372 + -ENSG00000199634.1 RNU4-79P chr4 158395394 158395534 + -ENSG00000248387.1 RP11-781M16.1 chr4 158469586 158470702 + -ENSG00000249901.1 RP11-781M16.2 chr4 158490766 158509908 - -ENSG00000205208.4 C4orf46 chr4 158666679 158672255 - -ENSG00000171503.11 ETFDH chr4 158672125 158709623 + -ENSG00000271817.2 U3 chr4 158700691 158700909 + -ENSG00000171497.4 PPID chr4 158709134 158723396 - -ENSG00000052795.12 FNIP2 chr4 158769138 158908049 + -ENSG00000206703.1 RNU6-128P chr4 158794590 158794696 - -ENSG00000164123.6 C4orf45 chr4 158893134 159038760 - -ENSG00000274535.1 SNORD39 chr4 158909373 158909450 - -ENSG00000221314.1 AC093700.1 chr4 159000146 159000290 - -ENSG00000248988.1 RP11-815N9.2 chr4 159007119 159007835 + -ENSG00000249367.1 FABP5P12 chr4 159026139 159026527 + -ENSG00000206978.1 Y_RNA chr4 159064297 159064398 - -ENSG00000109756.8 RAPGEF2 chr4 159104178 159360169 + -ENSG00000264105.1 MIR3688-2 chr4 159128802 159128894 - -ENSG00000248552.1 RP11-138A23.1 chr4 159375099 159375322 - -ENSG00000250180.1 RP11-138A23.2 chr4 159398533 159401246 + -ENSG00000250488.1 RP11-6C14.1 chr4 159666503 159777784 - -ENSG00000274246.1 AC097466.1 chr4 159722801 159722885 - -ENSG00000250997.1 RP11-502M1.1 chr4 160521829 160522311 - -ENSG00000249425.1 RP11-502M1.2 chr4 160539254 160586817 + -ENSG00000242635.2 RPS14P7 chr4 160818422 160818869 + -ENSG00000221362.1 AC106860.1 chr4 161003877 161003958 - -ENSG00000249568.1 RP11-234O6.2 chr4 161378953 161388417 + -ENSG00000168843.13 FSTL5 chr4 161383897 162164035 - -ENSG00000249419.1 RP11-497K21.1 chr4 162022733 162047567 + -ENSG00000251253.1 MTHFD2P4 chr4 162322188 162323907 + -ENSG00000248396.1 TOMM22P4 chr4 162521682 162522041 + -ENSG00000274761.1 AC005150.3 chr4 162709588 162709655 - -ENSG00000248431.1 AC005150.1 chr4 162740668 162742048 + -ENSG00000273556.1 AC005150.2 chr4 162742591 162742677 - -ENSG00000281116.1 AC021134.1 chr4 162858257 162858393 - -ENSG00000251123.1 RP11-580J4.1 chr4 162984795 162985416 + -ENSG00000250027.1 RP11-563E2.2 chr4 163108785 163119965 + -ENSG00000145414.8 NAF1 chr4 163110073 163166921 - -ENSG00000250547.1 RP11-719L21.1 chr4 163265575 163266583 - -ENSG00000164128.6 NPY1R chr4 163323961 163344832 - -ENSG00000164129.11 NPY5R chr4 163343939 163351934 + -ENSG00000227283.1 RPL35AP12 chr4 163382179 163382516 + -ENSG00000151005.4 TKTL2 chr4 163471093 163473746 - -ENSG00000198498.9 TMA16 chr4 163494442 163520539 + -ENSG00000264535.1 AC093788.1 chr4 163523292 163523386 + -ENSG00000145416.13 MARCH1 chr4 163524298 164384050 - -ENSG00000273449.1 RP11-218F10.3 chr4 163529771 163530697 + -ENSG00000253001.1 RN7SKP105 chr4 163828800 163829113 - -ENSG00000177803.7 RP11-606P2.1 chr4 163932526 163933182 + -ENSG00000250746.1 RP11-39C10.1 chr4 164188311 164190367 + -ENSG00000248546.3 ANP32C chr4 164197007 164197711 - -ENSG00000251162.1 RP11-75A5.1 chr4 164597719 164597976 + -ENSG00000223037.1 RNU6-284P chr4 164620732 164620837 + -ENSG00000248162.1 RP11-294O2.1 chr4 164725310 164726706 + -ENSG00000248771.5 LINC01207 chr4 164754064 164803795 + -ENSG00000201050.1 RNU6-668P chr4 164787290 164787396 + -ENSG00000248329.5 APELA chr4 164877004 164898965 + -ENSG00000250227.1 TRIM60P14 chr4 164915565 164916983 + -ENSG00000244146.1 RP11-366M4.2 chr4 164920618 164921063 - -ENSG00000221891.2 FAM218BP chr4 164929494 164929951 - -ENSG00000270960.1 RP11-366M4.18 chr4 164933086 164933506 - -ENSG00000248645.1 RP11-366M4.6 chr4 164938322 164939990 - -ENSG00000121089.4 NACA3P chr4 164943290 164943937 + -ENSG00000236941.6 RP11-366M4.8 chr4 164948079 164949438 + -ENSG00000183439.6 TRIM61 chr4 164954446 164977668 - -ENSG00000250486.3 FAM218A chr4 164956948 164959122 + -ENSG00000248632.1 RP11-366M4.11 chr4 164968587 164970002 - -ENSG00000248229.1 RP11-366M4.12 chr4 164987265 164987787 + -ENSG00000250887.1 RP11-366M4.13 chr4 165007086 165007959 - -ENSG00000250712.1 RP11-366M4.14 chr4 165010459 165011851 + -ENSG00000240674.1 RP11-366M4.1 chr4 165012366 165012845 - -ENSG00000276623.1 RP11-366M4.19 chr4 165016887 165017433 + -ENSG00000250430.1 RP11-366M4.15 chr4 165026261 165026944 - -ENSG00000176979.12 TRIM60 chr4 165031953 165041744 + -ENSG00000249617.1 RP11-366M4.17 chr4 165045969 165046280 + -ENSG00000250374.3 TRIM75P chr4 165059148 165060554 + -ENSG00000170088.13 TMEM192 chr4 165070608 165208549 - -ENSG00000109466.13 KLHL2 chr4 165207618 165323156 + -ENSG00000200974.1 RNU4-87P chr4 165252580 165252661 + -ENSG00000229894.3 RP11-668G10.2 chr4 165277984 165279645 - -ENSG00000052802.12 MSMO1 chr4 165327623 165343160 + -ENSG00000109472.13 CPE chr4 165361194 165498320 + -ENSG00000207559.1 MIR578 chr4 165386242 165386337 + -ENSG00000251596.1 HADHAP1 chr4 165404067 165406350 - -ENSG00000248287.1 SCGB1D5P chr4 165517255 165517501 - -ENSG00000248327.1 NOL8P1 chr4 165547532 165551060 - -ENSG00000250725.2 RP11-511B7.1 chr4 165664350 165665671 + -ENSG00000249500.1 LINC01179 chr4 165684639 165762778 + -ENSG00000038295.7 TLL1 chr4 165873258 166103895 + -ENSG00000252959.1 RNA5SP170 chr4 166053187 166053287 - -ENSG00000266254.1 AC093874.1 chr4 166227765 166227832 + -ENSG00000206711.1 Y_RNA chr4 166312935 166313034 - -ENSG00000249675.1 RP11-217C7.1 chr4 166388701 166526119 - -ENSG00000196104.10 SPOCK3 chr4 166733384 167234796 - -ENSG00000212373.1 RNA5SP171 chr4 166918364 166918478 - -ENSG00000275159.1 AC010103.1 chr4 166981301 166981386 - -ENSG00000250150.1 RP11-436A7.1 chr4 167306910 167308789 - -ENSG00000240772.3 RN7SL776P chr4 167400495 167400762 - -ENSG00000248913.1 PHBP14 chr4 167648430 167648796 + -ENSG00000222721.1 RN7SKP188 chr4 167662986 167663302 + -ENSG00000270336.1 RP11-521F1.1 chr4 167741879 167742287 - -ENSG00000248601.1 RP11-310I9.1 chr4 167946674 168113331 - -ENSG00000109511.10 ANXA10 chr4 168092515 168187690 + -ENSG00000137628.16 DDX60 chr4 168216293 168318807 - -ENSG00000181381.13 DDX60L chr4 168356735 168537786 - -ENSG00000207171.1 SNORA51 chr4 168471409 168471539 + -ENSG00000129116.17 PALLD chr4 168497066 168928457 + -ENSG00000229226.3 BTF3L4P4 chr4 168598240 168598757 - -ENSG00000249623.1 RP11-610J23.1 chr4 168647896 168648587 - -ENSG00000206613.1 RNU6-1336P chr4 168686608 168686716 - -ENSG00000214676.4 RPL9P16 chr4 168755816 168756382 + -ENSG00000249609.1 RP11-635L1.3 chr4 168828919 168832937 - -ENSG00000279384.1 RP11-635L1.2 chr4 168843988 168844735 + -ENSG00000145439.11 CBR4 chr4 168863770 169010275 - -ENSG00000201176.1 RNU6-853P chr4 168885355 168885461 + -ENSG00000201818.1 RNY4P17 chr4 169005249 169005344 + -ENSG00000251445.1 RP11-483A20.3 chr4 169010430 169010939 + -ENSG00000154447.14 SH3RF1 chr4 169094256 169271105 - -ENSG00000214671.4 RPL6P12 chr4 169166272 169167117 + -ENSG00000251171.1 RP11-327O17.2 chr4 169201794 169220349 + -ENSG00000137601.15 NEK1 chr4 169393275 169612629 - -ENSG00000109572.13 CLCN3 chr4 169612633 169723673 + -ENSG00000056050.6 C4orf27 chr4 169729465 169757953 - -ENSG00000264713.1 AC106878.1 chr4 169785194 169785280 - -ENSG00000229204.3 PTGES3P3 chr4 169791221 169791702 - -ENSG00000248625.1 RP11-205M3.1 chr4 169832653 169833363 + -ENSG00000248319.1 RP11-205M3.3 chr4 169917761 169975902 - -ENSG00000278584.1 AC079768.1 chr4 169924288 169924339 - -ENSG00000251200.1 RP11-6E9.5 chr4 169945981 169963334 + -ENSG00000249955.1 RP11-6E9.4 chr4 169981747 169993806 + -ENSG00000198948.11 MFAP3L chr4 169986597 170033031 - -ENSG00000109576.13 AADAT chr4 170060222 170091699 - -ENSG00000248822.1 APOBEC3AP1 chr4 170099818 170100104 + -ENSG00000248739.1 RP11-654F3.1 chr4 170141292 170142532 - -ENSG00000250266.1 RP11-789C1.1 chr4 170273919 170283079 + -ENSG00000251061.2 RP11-789C1.2 chr4 170343089 170372311 + -ENSG00000250082.1 RP11-796L2.1 chr4 170481695 170482195 - -ENSG00000181359.5 HSP90AA6P chr4 170581470 170605450 - -ENSG00000250968.1 RP11-322J23.1 chr4 170742469 170743718 - -ENSG00000249943.1 RP11-213L8.1 chr4 170814339 170814548 - -ENSG00000251961.1 RNU6ATAC13P chr4 170891467 170891597 + -ENSG00000248872.1 RP11-344G13.1 chr4 171040602 171059163 + -ENSG00000249525.1 RP11-344G13.2 chr4 171113789 171114581 + -ENSG00000248755.1 RP11-384D10.1 chr4 171169209 171169942 - -ENSG00000278502.1 MIR6082 chr4 171186184 171186292 + -ENSG00000248339.1 RP11-717H13.1 chr4 171289475 171298267 - -ENSG00000251176.1 RP11-97E7.1 chr4 171553000 171564267 - -ENSG00000249297.1 RP11-97E7.2 chr4 171602683 171638763 - -ENSG00000174473.15 GALNTL6 chr4 171812254 173041559 + -ENSG00000248637.1 RP11-485C11.1 chr4 172380028 172380487 - -ENSG00000245213.6 RP11-10K16.1 chr4 173131928 173169652 - -ENSG00000241652.3 RN7SL253P chr4 173141643 173141938 + -ENSG00000109586.11 GALNT7 chr4 173168753 173323967 + -ENSG00000221296.2 MIR548T chr4 173268160 173268233 + -ENSG00000248774.1 RP11-798M19.3 chr4 173322206 173329694 - -ENSG00000164104.11 HMGB2 chr4 173331695 173335125 - -ENSG00000272870.1 RP11-798M19.6 chr4 173363780 173370446 - -ENSG00000164105.3 SAP30 chr4 173369969 173377532 + -ENSG00000164106.7 SCRG1 chr4 173384701 173406380 - -ENSG00000242882.1 RPL5P11 chr4 173419245 173420137 - -ENSG00000252898.1 RNU6-1096P chr4 173446603 173446704 - -ENSG00000261646.1 RP11-489G11.3 chr4 173467833 173470041 - -ENSG00000164107.8 HAND2 chr4 173524969 173530229 - -ENSG00000237125.8 HAND2-AS1 chr4 173527270 173591324 + -ENSG00000261672.1 RP11-475B2.1 chr4 173593672 173594556 + -ENSG00000234801.3 MORF4 chr4 173615936 173616906 - -ENSG00000213370.3 RANP6 chr4 173633728 173634371 - -ENSG00000250043.1 RP11-161D15.2 chr4 173877471 173913252 - -ENSG00000250708.1 RP11-161D15.1 chr4 173897252 173929525 + -ENSG00000251216.1 RP11-161D15.3 chr4 173924207 173990861 - -ENSG00000248174.5 RP11-148L24.1 chr4 174094660 174220398 - -ENSG00000250957.1 RP11-248N22.1 chr4 174135055 174154637 - -ENSG00000251213.1 RP11-248N22.2 chr4 174164441 174168913 - -ENSG00000164117.12 FBXO8 chr4 174236658 174284264 - -ENSG00000164118.12 CEP44 chr4 174283677 174333380 + -ENSG00000249875.1 RP11-51M24.1 chr4 174354854 174376445 - -ENSG00000265846.1 MIR4276 chr4 174423795 174423864 + -ENSG00000164120.13 HPGD chr4 174490177 174523154 - -ENSG00000250596.1 RP11-440I14.2 chr4 174523701 174540344 - -ENSG00000251584.1 RP11-440I14.3 chr4 174536640 174540784 + -ENSG00000250760.1 RP11-440I14.4 chr4 174539189 174540255 - -ENSG00000145451.12 GLRA3 chr4 174636914 174829314 - -ENSG00000168594.15 ADAM29 chr4 174829668 174978180 + -ENSG00000250200.1 RP13-577H12.3 chr4 174923813 174924038 - -ENSG00000265493.1 AC105914.1 chr4 174927307 174927391 - -ENSG00000250431.1 RP13-577H12.2 chr4 174977571 174979381 - -ENSG00000249411.1 RP11-391J13.1 chr4 175017016 175019214 + -ENSG00000249284.1 RP11-287F9.1 chr4 175286605 175290767 + -ENSG00000248551.1 RP11-287F9.2 chr4 175346358 175403110 - -ENSG00000249945.1 RP11-598D14.1 chr4 175458289 175466697 - -ENSG00000251174.1 TSEN2P1 chr4 175494614 175496000 + -ENSG00000248574.1 ADAM20P2 chr4 175574868 175576140 + -ENSG00000150625.16 GPM6A chr4 175632934 176002664 - -ENSG00000249106.1 RP11-806K15.1 chr4 175790307 175812189 + -ENSG00000248249.1 RP11-598O12.1 chr4 175962061 175962485 + -ENSG00000250372.1 MARK2P4 chr4 176012038 176014417 - -ENSG00000264130.1 AC110794.1 chr4 176038083 176038188 - -ENSG00000150627.15 WDR17 chr4 176065834 176182818 + -ENSG00000201516.1 SNORA51 chr4 176098163 176098285 + -ENSG00000150628.6 SPATA4 chr4 176184638 176195671 - -ENSG00000164122.8 ASB5 chr4 176213673 176277571 - -ENSG00000248980.1 RP11-87F15.2 chr4 176308268 176320458 - -ENSG00000129128.12 SPCS3 chr4 176319964 176332245 + -ENSG00000248480.1 RP11-313E19.1 chr4 176631392 176633231 - -ENSG00000248388.5 RP11-313E19.2 chr4 176669621 176706145 + -ENSG00000150630.3 VEGFC chr4 176683538 176792727 - -ENSG00000249458.1 RP11-624A4.1 chr4 176866614 176875457 - -ENSG00000250263.1 RP11-765K14.1 chr4 176875702 176880605 + -ENSG00000222859.1 RN7SKP136 chr4 177181442 177181741 + -ENSG00000249008.1 RP11-487E13.1 chr4 177242539 177248773 - -ENSG00000109674.3 NEIL3 chr4 177309836 177362943 + -ENSG00000249084.1 RP11-376O6.2 chr4 177343004 177357032 - -ENSG00000038002.8 AGA chr4 177430770 177442503 - -ENSG00000250131.1 RP11-130F10.1 chr4 177444979 177677126 + -ENSG00000201931.1 RNA5SP172 chr4 177457111 177457228 - -ENSG00000221499.1 AC078881.1 chr4 177544477 177544564 - -ENSG00000251416.1 RP11-140M13.1 chr4 177686673 177691068 - -ENSG00000231171.3 LINC01098 chr4 177728757 177990750 + -ENSG00000251504.1 LINC01099 chr4 177729638 177907936 - -ENSG00000253000.1 RNU1-45P chr4 178116721 178116861 - -ENSG00000241877.1 RP11-84H6.1 chr4 178286695 178287285 + -ENSG00000280918.1 AC108205.1 chr4 178401455 178401600 + -ENSG00000201727.1 RNA5SP173 chr4 178406695 178406830 + -ENSG00000212191.1 SNORD65 chr4 178685886 178685956 - -ENSG00000250839.1 RP11-296L20.1 chr4 179069437 179069594 + -ENSG00000250993.1 RP11-404J23.1 chr4 179389134 179465305 - -ENSG00000248921.1 RP11-774G5.1 chr4 179856853 179857581 + -ENSG00000251025.1 RP11-751A18.1 chr4 180573464 180574027 - -ENSG00000249883.1 RP11-460H9.1 chr4 180731164 180759038 - -ENSG00000248197.1 LINC00290 chr4 181064089 181159149 - -ENSG00000248770.1 RP11-665C14.1 chr4 181237358 181237564 - -ENSG00000249460.1 RP11-665C14.2 chr4 181261161 181265029 - -ENSG00000225356.3 RP11-433O3.1 chr4 181522666 181523001 + -ENSG00000251336.1 RP11-540E16.2 chr4 181820019 181829973 - -ENSG00000251742.1 RN7SKP13 chr4 181834865 181835108 - -ENSG00000177822.7 AC108142.1 chr4 181874438 182145249 - -ENSG00000251433.1 CCNHP1 chr4 181905790 181906467 - -ENSG00000218336.7 TENM3 chr4 182143987 182803024 + -ENSG00000248266.1 RP11-402C9.1 chr4 182144852 182190382 + -ENSG00000221227.1 MIR1305 chr4 182169293 182169378 + -ENSG00000252343.1 RNU2-34P chr4 182548659 182548779 + -ENSG00000251714.1 RN7SKP67 chr4 182631454 182631688 - -ENSG00000248816.1 RP11-18D7.3 chr4 182697902 182708042 - -ENSG00000248694.1 RP11-18D7.2 chr4 182772565 182773931 - -ENSG00000221186.1 AC114798.1 chr4 182826228 182826365 + -ENSG00000272646.1 RP11-188P17.2 chr4 182881777 182882203 - -ENSG00000129187.14 DCTD chr4 182890060 182917936 - -ENSG00000250636.1 RP11-335L23.2 chr4 183028601 183029720 - -ENSG00000230219.3 FAM92A1P2 chr4 183037665 183040119 + -ENSG00000273180.1 RP11-335L23.4 chr4 183075480 183076033 - -ENSG00000272784.1 RP11-335L23.5 chr4 183094423 183095056 - -ENSG00000251359.4 WWC2-AS2 chr4 183097017 183099199 - -ENSG00000151718.15 WWC2 chr4 183099293 183320777 + -ENSG00000252702.1 RNU7-158P chr4 183169348 183169417 - -ENSG00000251128.1 WWC2-AS1 chr4 183233628 183240634 - -ENSG00000177300.6 CLDN22 chr4 183318194 183320774 - -ENSG00000185758.7 CLDN24 chr4 183321764 183322426 - -ENSG00000250292.1 RP11-451F20.1 chr4 183380345 183381705 + -ENSG00000263395.1 AC093844.1 chr4 183384553 183384620 + -ENSG00000248376.2 RP11-692E14.1 chr4 183418890 183419805 - -ENSG00000168564.5 CDKN2AIP chr4 183444591 183448198 + -ENSG00000213434.2 VTI1BP2 chr4 183483490 183484185 + -ENSG00000232648.3 RP11-367N14.2 chr4 183494938 183504494 - -ENSG00000168556.6 ING2 chr4 183504994 183511096 + -ENSG00000272744.1 RP11-367N14.3 chr4 183516894 183517527 + -ENSG00000182552.14 RWDD4 chr4 183639635 183659225 - -ENSG00000252157.1 RNU6-479P chr4 183653572 183653676 - -ENSG00000168538.15 TRAPPC11 chr4 183659267 183713594 + -ENSG00000201433.1 RNU6-335P chr4 183675603 183675715 - -ENSG00000251739.1 RNU6-1053P chr4 183705931 183706031 + -ENSG00000173320.9 STOX2 chr4 183853431 184023526 + -ENSG00000248206.1 RP11-739P1.2 chr4 183987678 183988750 + -ENSG00000250726.1 RP11-616K6.1 chr4 184072403 184073039 + -ENSG00000164303.10 ENPP6 chr4 184088706 184221230 - -ENSG00000240159.1 RP11-162O12.1 chr4 184254509 184255330 + -ENSG00000221523.1 AC079080.1 chr4 184267357 184267431 - -ENSG00000244512.3 RN7SL28P chr4 184278936 184279233 + -ENSG00000227765.4 MYL12BP2 chr4 184299129 184299640 - -ENSG00000180712.3 RP11-290F5.2 chr4 184340756 184353977 - -ENSG00000249096.6 RP11-290F5.1 chr4 184365183 184382306 - -ENSG00000168310.10 IRF2 chr4 184387713 184474580 - -ENSG00000251878.1 SNORD79 chr4 184431966 184432049 + -ENSG00000270426.1 RP11-326I11.5 chr4 184471924 184472609 - -ENSG00000271646.1 RP11-326I11.3 chr4 184474802 184477304 + -ENSG00000271538.5 RP11-326I11.4 chr4 184506460 184537554 - -ENSG00000249056.1 RP11-326I11.1 chr4 184559175 184559783 - -ENSG00000254233.1 RP11-242J7.1 chr4 184584093 184625030 - -ENSG00000164305.17 CASP3 chr4 184627696 184649509 - -ENSG00000164306.10 PRIMPOL chr4 184649613 184694963 + -ENSG00000151725.11 CENPU chr4 184694618 184734133 - -ENSG00000151726.13 ACSL1 chr4 184755595 184826818 - -ENSG00000249138.1 SLED1 chr4 184798296 184799046 - -ENSG00000251139.2 RP11-701P16.2 chr4 184813619 184821300 + -ENSG00000251230.5 RP11-701P16.5 chr4 184844585 184855751 - -ENSG00000266698.1 MIR3945 chr4 184851013 184851110 - -ENSG00000249173.5 LINC01093 chr4 184893871 184899454 - -ENSG00000251147.1 RP11-701P16.3 chr4 184910889 184911352 - -ENSG00000263458.1 MIR4455 chr4 184938383 184938440 - -ENSG00000279460.1 RP11-517M22.1 chr4 184984277 184988127 - -ENSG00000248517.1 RP11-386B13.4 chr4 184988997 185005186 + -ENSG00000187821.8 HELT chr4 185018841 185020804 + -ENSG00000250754.5 RP11-386B13.3 chr4 185051896 185107248 + -ENSG00000249520.1 RP11-386B13.1 chr4 185064981 185065323 + -ENSG00000265619.1 AC093824.1 chr4 185122322 185122422 + -ENSG00000151729.10 SLC25A4 chr4 185143241 185150382 + -ENSG00000164323.12 CFAP97 chr4 185159665 185209504 - -ENSG00000109762.15 SNX25 chr4 185204237 185370185 + -ENSG00000109771.15 LRP2BP chr4 185363879 185395899 - -ENSG00000250410.1 RP11-714G18.1 chr4 185370725 185390928 + -ENSG00000186352.8 ANKRD37 chr4 185396021 185400628 + -ENSG00000109775.10 UFSP2 chr4 185399540 185425985 - -ENSG00000207231.1 Y_RNA chr4 185415973 185416086 - -ENSG00000205129.8 C4orf47 chr4 185426249 185449826 + -ENSG00000168491.9 CCDC110 chr4 185445182 185471759 - -ENSG00000249679.1 RP11-279O9.4 chr4 185471516 185472263 + -ENSG00000154553.13 PDLIM3 chr4 185500660 185535612 - -ENSG00000154556.17 SORBS2 chr4 185585444 185956652 - -ENSG00000233110.1 RP11-301L8.2 chr4 185587909 185594003 + -ENSG00000235902.1 RP11-626E13.1 chr4 185665885 185675417 + -ENSG00000207497.1 Y_RNA chr4 185709873 185709967 - -ENSG00000235149.1 RP11-45I20.1 chr4 185918140 185919460 + -ENSG00000222727.1 RNU4-64P chr4 186026456 186026586 - -ENSG00000164342.12 TLR3 chr4 186069152 186088069 + -ENSG00000109794.13 FAM149A chr4 186104419 186172667 + -ENSG00000253013.1 SNORA31 chr4 186130021 186130155 + -ENSG00000250327.1 RP11-173M11.2 chr4 186157896 186158843 + -ENSG00000251008.1 ORAOV1P1 chr4 186170863 186171257 - -ENSG00000279943.1 FLJ38576 chr4 186189032 186191490 - -ENSG00000145476.15 CYP4V2 chr4 186191520 186213456 + -ENSG00000164344.15 KLKB1 chr4 186208979 186258471 + -ENSG00000088926.13 F11 chr4 186265945 186288806 + -ENSG00000251165.5 F11-AS1 chr4 186286094 186500997 - -ENSG00000213332.4 SLC25A5P6 chr4 186328716 186329601 - -ENSG00000272297.2 RP11-215A19.2 chr4 186426546 186555328 - -ENSG00000212387.1 RNU6-1055P chr4 186501109 186501215 + -ENSG00000168412.6 MTNR1A chr4 186533655 186555567 - -ENSG00000083857.13 FAT1 chr4 186587783 186726722 - -ENSG00000250829.2 RP11-11N5.1 chr4 186890969 186892366 + -ENSG00000272218.1 RP11-11N5.3 chr4 186892552 186892983 + -ENSG00000249539.1 MRPS36P2 chr4 186900540 186900838 + -ENSG00000249742.1 RP11-217E13.1 chr4 186979490 187021973 - -ENSG00000250971.1 RP11-696F12.1 chr4 187060099 187060930 + -ENSG00000249747.1 RP11-308K2.1 chr4 187201986 187209346 + -ENSG00000250658.1 RP11-138B4.1 chr4 187304083 187309682 - -ENSG00000250042.1 RP11-91J3.2 chr4 187370648 187371921 + -ENSG00000250620.1 RP11-91J3.3 chr4 187413564 187415697 + -ENSG00000277323.1 AC093763.1 chr4 187423800 187423898 - -ENSG00000251643.1 RP11-91J3.1 chr4 187441677 187444298 - -ENSG00000251490.1 RP11-237D3.1 chr4 187516153 187517208 - -ENSG00000250590.5 RP11-565A3.2 chr4 187532878 187672641 - -ENSG00000249642.1 RP11-565A3.1 chr4 187613765 187660369 + -ENSG00000249162.1 ADAM20P3 chr4 187746094 187748199 - -ENSG00000213331.4 RP11-713C19.2 chr4 187970273 187971284 + -ENSG00000179059.9 ZFP42 chr4 187995771 188005050 + -ENSG00000179046.8 TRIML2 chr4 188091273 188109603 - -ENSG00000241011.1 RP11-713C19.1 chr4 188106558 188106914 + -ENSG00000201085.1 RNU6-173P chr4 188121531 188121634 - -ENSG00000184108.7 TRIML1 chr4 188139419 188147743 + -ENSG00000247130.2 RP11-366H4.3 chr4 188140822 188143379 - -ENSG00000248370.1 RP11-366H4.1 chr4 188160065 188161139 + -ENSG00000281034.1 AC138781.1 chr4 188207839 188207890 + -ENSG00000242169.2 RP11-219G10.1 chr4 188349376 188350024 - -ENSG00000248880.1 ICE2P1 chr4 188387471 188389666 - -ENSG00000249378.5 LINC01060 chr4 188400736 188681051 + -ENSG00000250523.1 RP11-756P10.1 chr4 188630924 188631747 + -ENSG00000275826.1 RP11-756P10.7 chr4 188713644 188715442 + -ENSG00000252275.1 RNU7-192P chr4 188716665 188716725 - -ENSG00000180015.12 RP11-756P10.3 chr4 188738373 188739494 + -ENSG00000278974.1 RP11-756P10.6 chr4 188740507 188741281 - -ENSG00000249269.1 RP11-756P10.4 chr4 188757679 188778979 + -ENSG00000251619.1 RP11-756P10.5 chr4 188776657 188785511 + -ENSG00000250626.2 RP11-756P10.2 chr4 188777679 188796633 - -ENSG00000250024.1 RP11-818C3.1 chr4 188990715 189002075 - -ENSG00000251310.1 RP11-706F1.1 chr4 189193100 189204877 + -ENSG00000249877.1 RP11-706F1.2 chr4 189288677 189291336 - -ENSG00000205100.2 HSP90AA4P chr4 189472965 189475192 + -ENSG00000250739.1 LINC01262 chr4 189659605 189661486 + -ENSG00000272566.1 RP11-462G22.2 chr4 189703881 189704490 - -ENSG00000202215.1 RNU1-51P chr4 189709539 189709714 - -ENSG00000245685.6 AF146191.4 chr4 189780336 189940271 - -ENSG00000274358.1 RP11-463J17.2 chr4 189809120 189810758 + -ENSG00000250666.1 LINC01596 chr4 189881515 189884868 + -ENSG00000109536.11 FRG1 chr4 189940788 189963204 + -ENSG00000249462.1 MLLT10P2 chr4 189973599 189973847 - -ENSG00000271307.2 AF146191.8 chr4 189979902 189981808 + -ENSG00000251297.1 TUBB7P chr4 189982523 189984871 - -ENSG00000199572.1 RNA5SP174 chr4 190015138 190015255 + -ENSG00000201145.1 RNA5SP175 chr4 190017696 190017814 + -ENSG00000224807.5 DUX4L9 chr4 190021407 190022665 - -ENSG00000205097.6 FRG2 chr4 190024351 190027257 - -ENSG00000250053.1 RARRES2P4 chr4 190037916 190038399 - -ENSG00000214273.4 AGGF1P1 chr4 190041342 190043414 + -ENSG00000249003.1 CLUHP4 chr4 190057902 190063005 - -ENSG00000221407.1 U85056.1 chr4 190060380 190060475 - -ENSG00000281591.1 DBET chr4 190064502 190067864 + -ENSG00000277162.1 DBET chr4 190065233 190065914 + -ENSG00000281720.1 DUX4L8 chr4 190067935 190069209 + -ENSG00000261806.2 AC126281.1 chr4 190069302 190069385 + -ENSG00000281652.1 DUX4L7 chr4 190071232 190072506 + -ENSG00000275378.1 AC126281.3 chr4 190072599 190072682 + -ENSG00000281058.1 DUX4L6 chr4 190074525 190075799 + -ENSG00000278393.1 AC126281.8 chr4 190075892 190075975 + -ENSG00000280799.1 DUX4L5 chr4 190077818 190079092 + -ENSG00000273545.1 AC126281.2 chr4 190079185 190079268 + -ENSG00000258834.4 DUX4L4 chr4 190081118 190082386 + -ENSG00000275922.1 AC126281.5 chr4 190082479 190082562 + -ENSG00000280757.1 DUX4L1 chr4 190084412 190085686 + -ENSG00000277528.1 AC126281.7 chr4 190085779 190085862 + -ENSG00000281627.1 DUX4L3 chr4 190087705 190088979 + -ENSG00000277451.1 AC126281.6 chr4 190089072 190089155 + -ENSG00000280457.1 DUX4L2 chr4 190091005 190092279 + -ENSG00000275622.1 AC126281.4 chr4 190092372 190092455 + -ENSG00000260596.5 DUX4 chr4 190173774 190185942 + -ENSG00000274222.1 AC215524.1 chr4 190175141 190175224 + -ENSG00000281985.1 ABC7-42391500H16.3 chr4 190185847 190186080 + -ENSG00000261914.2 RPL23AP84 chr4 190195727 190196190 + -ENSG00000250020.1 RP11-811I15.1 chr5 58198 58915 + -ENSG00000249430.1 CTD-2231H16.1 chr5 92151 139863 + -ENSG00000153404.13 PLEKHG4B chr5 140258 189970 + -ENSG00000199540.1 Y_RNA chr5 144087 144197 - -ENSG00000185028.3 LRRC14B chr5 191511 195353 + -ENSG00000261434.1 CTD-2083E4.7 chr5 195778 196341 + -ENSG00000164366.3 CCDC127 chr5 196871 218215 - -ENSG00000260774.1 CTD-2083E4.4 chr5 213898 217279 - -ENSG00000073578.16 SDHA chr5 218241 256700 + -ENSG00000277812.1 AC021087.1 chr5 262769 262881 + -ENSG00000248925.1 CTD-2083E4.6 chr5 269858 271516 - -ENSG00000249915.7 PDCD6 chr5 271621 353856 + -ENSG00000250848.1 CTD-2083E4.5 chr5 288833 290321 - -ENSG00000063438.16 AHRR chr5 304176 438291 + -ENSG00000214278.4 CTD-2228K2.2 chr5 403731 404546 - -ENSG00000250645.1 CTD-2228K2.1 chr5 418703 419109 + -ENSG00000221990.4 EXOC3-AS1 chr5 441498 443160 - -ENSG00000180104.15 EXOC3 chr5 443158 471937 + -ENSG00000188242.4 PP7080 chr5 466124 473098 - -ENSG00000225138.7 CTD-2228K2.7 chr5 473236 480884 + -ENSG00000066230.10 SLC9A3 chr5 473310 524332 - -ENSG00000250385.1 RP11-310P5.2 chr5 524705 526594 + -ENSG00000264233.1 MIR4456 chr5 535840 535882 - -ENSG00000249650.1 RP11-310P5.1 chr5 602620 612210 - -ENSG00000112877.7 CEP72 chr5 612272 667168 + -ENSG00000171368.11 TPPP chr5 659862 693395 - -ENSG00000271781.1 CTD-2589H19.6 chr5 675826 676616 + -ENSG00000206077.10 ZDHHC11B chr5 710360 766952 - -ENSG00000249908.2 BRD9P2 chr5 767382 768930 - -ENSG00000188818.12 ZDHHC11 chr5 795606 850986 - -ENSG00000247872.2 SPCS2P3 chr5 816346 817001 + -ENSG00000028310.17 BRD9 chr5 850291 892824 - -ENSG00000071539.13 TRIP13 chr5 892643 919357 + -ENSG00000248949.1 RP11-661C8.2 chr5 946315 956520 + -ENSG00000250173.1 RP11-661C8.3 chr5 979365 981300 + -ENSG00000215246.5 RP11-43F13.3 chr5 987180 997308 - -ENSG00000272347.1 RP11-43F13.4 chr5 1005039 1006623 + -ENSG00000145506.13 NKD2 chr5 1008829 1038943 + -ENSG00000113504.19 SLC12A7 chr5 1050376 1112035 - -ENSG00000263834.1 MIR4635 chr5 1062896 1062974 - -ENSG00000249201.2 CTD-3080P12.3 chr5 1173141 1178605 - -ENSG00000174358.15 SLC6A19 chr5 1201595 1225117 + -ENSG00000164363.9 SLC6A18 chr5 1225355 1246189 + -ENSG00000164362.18 TERT chr5 1253147 1295069 - -ENSG00000263670.1 MIR4457 chr5 1309310 1309377 - -ENSG00000049656.13 CLPTM1L chr5 1317744 1345099 - -ENSG00000250584.2 LINC01511 chr5 1363582 1380067 - -ENSG00000248951.2 RP11-325I22.1 chr5 1370543 1370945 - -ENSG00000279908.1 RP11-325I22.3 chr5 1383159 1386409 - -ENSG00000142319.17 SLC6A3 chr5 1392790 1445430 - -ENSG00000153395.9 LPCAT1 chr5 1456480 1523977 - -ENSG00000273742.1 MIR6075 chr5 1510762 1510856 - -ENSG00000251532.1 CTD-2245E15.3 chr5 1544107 1551710 - -ENSG00000278350.1 AC091849.1 chr5 1569421 1569533 - -ENSG00000185986.11 SDHAP3 chr5 1572222 1594620 - -ENSG00000271119.1 CTD-2012J19.3 chr5 1594626 1611467 + -ENSG00000248126.1 CTD-2012J19.2 chr5 1598127 1598247 + -ENSG00000188002.10 RP11-43F13.1 chr5 1598920 1634005 - -ENSG00000232615.4 CTD-2012J19.1 chr5 1614836 1616334 + -ENSG00000263746.1 MIR4277 chr5 1708785 1708868 - -ENSG00000260066.1 CTD-2587M23.1 chr5 1725149 1728172 + -ENSG00000171421.12 MRPL36 chr5 1798386 1801366 - -ENSG00000145494.11 NDUFS6 chr5 1801400 1816605 + -ENSG00000249966.1 CTD-2194D22.1 chr5 1850950 1851497 + -ENSG00000250417.1 CTD-2194D22.2 chr5 1855970 1856568 - -ENSG00000279222.1 CTD-2194D22.5 chr5 1858409 1859890 - -ENSG00000113430.9 IRX4 chr5 1877413 1887236 - -ENSG00000249116.1 CTD-2194D22.3 chr5 1883966 1884649 + -ENSG00000249326.1 CTD-2194D22.4 chr5 1887332 1900493 + -ENSG00000248994.1 RP11-259O2.1 chr5 1933863 1959176 + -ENSG00000248597.1 RP11-259O2.2 chr5 1963609 1967154 - -ENSG00000249731.1 RP11-259O2.3 chr5 1968094 1969013 + -ENSG00000201026.1 Y_RNA chr5 2184710 2184820 + -ENSG00000275733.1 RP11-24P24.1 chr5 2261859 2262023 + -ENSG00000281560.1 LSINCT5 chr5 2712591 2715237 + -ENSG00000259757.1 RP11-129I19.2 chr5 2736662 2737759 - -ENSG00000170561.12 IRX2 chr5 2745845 2751662 - -ENSG00000186493.11 C5orf38 chr5 2752131 2755397 + -ENSG00000249541.1 RP11-692C23.1 chr5 2787451 2788549 - -ENSG00000248137.1 RP11-468D11.1 chr5 2831021 2835139 - -ENSG00000248736.1 RP11-35O7.1 chr5 2965006 2967628 + -ENSG00000249808.2 LINC01377 chr5 3177835 3181232 + -ENSG00000248118.1 LINC01019 chr5 3417152 3536094 - -ENSG00000249830.1 RP11-121L11.3 chr5 3452816 3461660 + -ENSG00000250716.1 LINC01017 chr5 3496229 3504004 - -ENSG00000170549.3 IRX1 chr5 3596054 3601403 + -ENSG00000259603.1 CTD-2012M11.3 chr5 3596211 3600188 - -ENSG00000280764.1 AC091947.1 chr5 3719695 3719789 - -ENSG00000248962.1 CTD-2287N17.1 chr5 4012708 4013649 - -ENSG00000249994.1 CTD-2383I20.1 chr5 4033713 4041764 - -ENSG00000250921.1 CTD-2008N3.1 chr5 4135682 4143648 + -ENSG00000260763.1 RP11-445O3.3 chr5 4436850 4440259 - -ENSG00000248973.1 RP11-445O3.2 chr5 4451930 4866221 - -ENSG00000231291.3 RP11-445O3.1 chr5 4512262 4516776 + -ENSG00000251371.1 CTD-2318H23.1 chr5 4640731 4648254 + -ENSG00000249521.1 CTD-2161F6.3 chr5 4773481 4774865 + -ENSG00000248311.1 CTD-2161F6.2 chr5 4775476 4805769 - -ENSG00000248467.1 CTD-2161F6.1 chr5 4831699 4849800 - -ENSG00000249941.1 CTD-2046I8.1 chr5 4866521 4874759 + -ENSG00000251506.1 CTD-2247C11.2 chr5 4967764 4970425 - -ENSG00000250481.1 CTD-2247C11.1 chr5 4974690 5034267 - -ENSG00000215231.7 LINC01020 chr5 5034359 5070004 + -ENSG00000251426.1 CTD-2247C11.4 chr5 5046796 5049497 - -ENSG00000250529.1 CTD-2247C11.5 chr5 5069192 5078311 - -ENSG00000223007.1 RN7SKP73 chr5 5126046 5126337 + -ENSG00000250579.1 CTD-2297D10.2 chr5 5132780 5140054 - -ENSG00000145536.15 ADAMTS16 chr5 5140330 5320304 + -ENSG00000250866.1 CTD-2297D10.1 chr5 5142138 5176214 - -ENSG00000251568.1 ALG3P1 chr5 5375723 5376836 - -ENSG00000248729.1 RP11-531A21.3 chr5 5395378 5395957 - -ENSG00000250808.1 RP11-531A21.4 chr5 5395972 5396335 - -ENSG00000251476.2 RP11-531A21.2 chr5 5396477 5396968 - -ENSG00000164151.11 ICE1 chr5 5420664 5490234 + -ENSG00000277333.1 AC026799.1 chr5 5515977 5516044 - -ENSG00000261037.1 CTC-471C19.1 chr5 6019029 6022283 - -ENSG00000259861.1 CTC-471C19.2 chr5 6030035 6030841 + -ENSG00000221568.1 AC026797.1 chr5 6112111 6112200 + -ENSG00000278913.1 CTD-2299N12.1 chr5 6134303 6137171 + -ENSG00000250730.2 HMGB3P3 chr5 6289857 6290624 + -ENSG00000250490.1 FLJ33360 chr5 6310441 6339884 - -ENSG00000133398.3 MED10 chr5 6371881 6378594 - -ENSG00000215218.3 UBE2QL1 chr5 6448623 6494909 + -ENSG00000271230.1 CTD-2195M18.2 chr5 6532891 6533200 - -ENSG00000250056.5 LINC01018 chr5 6582136 6588499 + -ENSG00000037474.14 NSUN2 chr5 6599239 6633291 - -ENSG00000145545.11 SRD5A1 chr5 6633343 6674386 + -ENSG00000248677.1 CTD-2044J15.1 chr5 6686325 6707711 - -ENSG00000112941.12 PAPD7 chr5 6713007 6757048 + -ENSG00000282558.1 PAPD7 chr5 6737544 6754945 + -ENSG00000251365.1 RP11-332J15.3 chr5 6765891 6771953 + -ENSG00000272071.1 RP11-332J15.4 chr5 6779458 6779998 + -ENSG00000249734.1 RP11-332J15.1 chr5 6795880 6826728 + -ENSG00000200243.1 RN7SKP79 chr5 6848127 6848462 - -ENSG00000250060.1 RP11-332J15.2 chr5 6868559 6886787 + -ENSG00000250974.1 RP11-122F24.1 chr5 6933670 7190812 + -ENSG00000212258.1 RNA5SP176 chr5 7047227 7047336 + -ENSG00000237611.2 Metazoa_SRP chr5 7239781 7240018 + -ENSG00000248775.1 RP11-404K5.3 chr5 7287924 7288477 - -ENSG00000247732.2 RP11-404K5.1 chr5 7290823 7296345 + -ENSG00000205976.4 RP11-404K5.2 chr5 7299774 7306592 - -ENSG00000251250.1 RP11-404K5.4 chr5 7326064 7326609 + -ENSG00000251678.1 CTD-2296D1.1 chr5 7344579 7345921 + -ENSG00000250668.1 CTD-2296D1.2 chr5 7346986 7347977 - -ENSG00000249638.1 CTD-2296D1.3 chr5 7362979 7364531 - -ENSG00000249865.1 CTD-2296D1.4 chr5 7367929 7373074 - -ENSG00000223597.2 CTD-2296D1.5 chr5 7373117 7379790 + -ENSG00000078295.15 ADCY2 chr5 7396208 7830081 + -ENSG00000250761.2 RP11-711G10.1 chr5 7707802 7749766 - -ENSG00000215217.6 C5orf49 chr5 7830378 7851490 - -ENSG00000124275.14 MTRR chr5 7851186 7906025 + -ENSG00000124279.11 FASTKD3 chr5 7859159 7869037 - -ENSG00000251168.1 CTD-2072I24.1 chr5 7924292 7925398 + -ENSG00000199773.1 RNU1-76P chr5 7980146 7980304 + -ENSG00000280338.1 RP11-334G8.1 chr5 8080186 8080761 - -ENSG00000280251.1 RP11-215I16.2 chr5 8143618 8143784 + -ENSG00000249486.1 RP11-215I16.1 chr5 8157541 8157788 - -ENSG00000245729.2 RP11-480D4.1 chr5 8333481 8457558 - -ENSG00000249159.6 RP11-480D4.2 chr5 8387638 8457564 - -ENSG00000251549.2 RP11-480D4.5 chr5 8410789 8410996 - -ENSG00000272049.1 RP11-480D4.6 chr5 8444949 8445535 - -ENSG00000247516.4 MIR4458HG chr5 8450743 8463095 + -ENSG00000250037.1 RP11-480D4.4 chr5 8455946 8456558 - -ENSG00000279075.1 RP11-480D4.7 chr5 8458842 8459183 + -ENSG00000273868.1 MIR4458 chr5 8460925 8460999 + -ENSG00000249782.1 RP11-417J1.1 chr5 8525179 8528679 + -ENSG00000279097.1 RP11-417J1.5 chr5 8572047 8572206 + -ENSG00000279264.1 RP11-417J1.6 chr5 8614356 8614696 + -ENSG00000250389.1 MTND6P2 chr5 8618581 8619104 - -ENSG00000248765.1 RP11-417J1.3 chr5 8619178 8620310 + -ENSG00000279002.1 RP11-417J1.7 chr5 8659764 8660059 - -ENSG00000280373.1 RP11-417J1.8 chr5 8669018 8669250 - -ENSG00000279125.1 RP11-417J1.4 chr5 8685581 8685816 - -ENSG00000280438.1 RP11-315A16.2 chr5 8717684 8717883 - -ENSG00000278877.1 RP11-315A16.3 chr5 8754869 8755159 + -ENSG00000260981.1 RP11-315A16.1 chr5 8785042 8785468 - -ENSG00000280185.1 RP11-315A16.4 chr5 8793875 8794197 + -ENSG00000250198.1 RP11-143A12.3 chr5 8839732 8881525 + -ENSG00000281755.1 AC091895.1 chr5 8949409 8949550 + -ENSG00000279635.1 RP11-143A12.1 chr5 8980404 8980659 - -ENSG00000250619.1 CTD-2215L10.1 chr5 9001774 9045940 + -ENSG00000112902.11 SEMA5A chr5 9035026 9546075 - -ENSG00000266415.1 MIR4636 chr5 9053816 9053895 - -ENSG00000248537.1 CTD-2201E9.4 chr5 9363275 9422481 + -ENSG00000279698.1 CTD-2201E9.3 chr5 9498401 9498775 - -ENSG00000251370.1 CTD-2201E9.1 chr5 9511333 9518086 + -ENSG00000250001.1 CTD-2201E9.2 chr5 9519853 9523178 - -ENSG00000250786.1 SNHG18 chr5 9546200 9550609 + -ENSG00000239112.1 SNORD123 chr5 9548836 9548905 + -ENSG00000248525.2 CTD-2001E22.1 chr5 9621377 9658458 - -ENSG00000169777.6 TAS2R1 chr5 9628997 9712378 - -ENSG00000249781.6 CTD-2143L24.1 chr5 9641305 9903826 - -ENSG00000222054.1 RNA5SP177 chr5 9760907 9761013 + -ENSG00000250814.1 RP11-447B18.1 chr5 9854377 9889937 + -ENSG00000279011.1 RP11-191F9.4 chr5 10057502 10057807 + -ENSG00000279755.1 RP11-191F9.2 chr5 10064243 10064476 - -ENSG00000278874.1 RP11-191F9.3 chr5 10070531 10070841 + -ENSG00000280016.1 RP11-191F9.1 chr5 10082571 10082772 + -ENSG00000249807.1 CTD-2199O4.1 chr5 10137138 10138365 + -ENSG00000280449.1 CTD-2199O4.4 chr5 10168783 10169006 + -ENSG00000280368.1 CTD-2199O4.5 chr5 10171030 10171214 - -ENSG00000260515.1 CTD-2199O4.3 chr5 10195121 10197628 - -ENSG00000271998.1 CTD-2199O4.7 chr5 10195187 10197622 - -ENSG00000272417.1 CTD-2199O4.6 chr5 10203600 10204040 - -ENSG00000150756.13 FAM173B chr5 10226330 10249897 - -ENSG00000248968.1 CTD-2256P15.1 chr5 10248325 10249915 + -ENSG00000150753.11 CCT5 chr5 10249921 10266412 + -ENSG00000271980.1 CTD-2256P15.4 chr5 10264597 10267146 - -ENSG00000271715.1 CTD-2256P15.5 chr5 10269489 10269918 - -ENSG00000164237.8 CMBL chr5 10275875 10308026 - -ENSG00000252341.1 Y_RNA chr5 10292041 10292148 - -ENSG00000252671.1 Y_RNA chr5 10337277 10337386 + -ENSG00000280369.1 CTD-2256P15.3 chr5 10342813 10343131 + -ENSG00000259802.1 CTD-2256P15.2 chr5 10352701 10353601 - -ENSG00000145495.14 MARCH6 chr5 10353703 10440388 + -ENSG00000277064.1 AC012640.1 chr5 10353897 10353972 + -ENSG00000250600.1 ROPN1L-AS1 chr5 10441290 10441792 - -ENSG00000145491.11 ROPN1L chr5 10441524 10472029 + -ENSG00000277073.1 MIR6131 chr5 10478037 10478145 + -ENSG00000246016.2 LINC01513 chr5 10479371 10482309 + -ENSG00000244361.1 RPL30P7 chr5 10488820 10489142 + -ENSG00000249166.1 RP11-1C1.6 chr5 10493291 10494094 - -ENSG00000249396.1 RP11-1C1.4 chr5 10493527 10502728 - -ENSG00000249160.4 RP11-1C1.5 chr5 10504996 10522084 - -ENSG00000280017.1 RP11-54F2.9 chr5 10541454 10543192 + -ENSG00000279450.1 RP11-54F2.8 chr5 10556582 10556815 + -ENSG00000164236.11 ANKRD33B chr5 10564330 10657816 + -ENSG00000250106.1 ANKRD33B-AS1 chr5 10627260 10628225 - -ENSG00000251196.1 RP11-54F2.1 chr5 10652211 10655925 - -ENSG00000251548.1 RP11-215G15.4 chr5 10664495 10665113 - -ENSG00000279979.1 CTD-2154B17.3 chr5 10675317 10675575 - -ENSG00000278865.1 CTD-2154B17.2 chr5 10676096 10676423 - -ENSG00000112977.15 DAP chr5 10679230 10761272 - -ENSG00000272324.5 CTD-2154B17.4 chr5 10761065 10770294 + -ENSG00000250576.1 CTD-2154B17.1 chr5 10775058 10777062 - -ENSG00000169862.18 CTNND2 chr5 10971840 11904043 - -ENSG00000207312.1 RNU6-429P chr5 11027200 11027307 + -ENSG00000212305.1 RNU6-679P chr5 12297399 12297504 - -ENSG00000248783.1 RP11-308B16.2 chr5 12553890 12574637 - -ENSG00000248131.5 LINC01194 chr5 12574857 12804363 + -ENSG00000264921.1 AC106771.1 chr5 12599623 12599700 + -ENSG00000251112.2 RP11-419C19.3 chr5 12794100 12794731 - -ENSG00000249053.1 RP11-419C19.1 chr5 12794731 12795522 + -ENSG00000248457.1 RP11-419C19.2 chr5 12914068 13032886 - -ENSG00000248145.1 CTC-305H11.1 chr5 13175846 13179572 + -ENSG00000242608.1 RPS23P5 chr5 13250235 13250662 - -ENSG00000281215.1 AC010364.1 chr5 13504347 13504477 + -ENSG00000248462.1 NENFP3 chr5 13553654 13553966 - -ENSG00000243744.2 CTC-232H10.1 chr5 13637919 13638381 - -ENSG00000039139.9 DNAH5 chr5 13690331 13944543 - -ENSG00000251423.1 CTB-51A17.1 chr5 13860338 13897771 + -ENSG00000280702.1 AC016576.1 chr5 13919797 13919874 - -ENSG00000038382.17 TRIO chr5 14143702 14532128 + -ENSG00000281325.1 AC016549.1 chr5 14341288 14343089 + -ENSG00000275686.1 AC016656.1 chr5 14434723 14434815 - -ENSG00000145569.5 FAM105A chr5 14581775 14615007 + -ENSG00000248791.1 CTD-2165H16.3 chr5 14620020 14621313 + -ENSG00000250526.1 CCT6P2 chr5 14639426 14641018 - -ENSG00000250182.3 EEF1A1P13 chr5 14651941 14653329 - -ENSG00000261360.1 CTD-2165H16.4 chr5 14661808 14664604 - -ENSG00000154124.4 OTULIN chr5 14664664 14699711 + -ENSG00000154122.12 ANKH chr5 14704804 14871778 - -ENSG00000249485.1 RBBP4P1 chr5 14797125 14798400 - -ENSG00000264792.1 MIR4637 chr5 14825929 14826012 - -ENSG00000272057.1 CTB-40H15.4 chr5 14872332 14872713 + -ENSG00000249928.2 UQCRBP3 chr5 14874400 14874711 - -ENSG00000250662.1 HNRNPKP5 chr5 14877667 14877919 - -ENSG00000212036.2 AC016575.1 chr5 14910558 14910640 - -ENSG00000250247.1 SEPHS2P1 chr5 14960232 14961393 + -ENSG00000202269.1 U8 chr5 15110786 15110920 - -ENSG00000249332.1 RP1-251I12.1 chr5 15112377 15117007 - -ENSG00000248486.1 RP1-137K24.1 chr5 15192139 15266541 - -ENSG00000248834.2 MARK2P5 chr5 15384220 15384853 + -ENSG00000248699.1 CTD-2313D3.1 chr5 15450701 15451811 + -ENSG00000183580.9 FBXL7 chr5 15500196 15939795 + -ENSG00000250250.1 CTD-2350J17.1 chr5 15602189 15607348 - -ENSG00000216077.2 MIR887 chr5 15935159 15935272 + -ENSG00000222312.1 RNA5SP178 chr5 16033229 16033356 - -ENSG00000183654.8 MARCH11 chr5 16067139 16180762 - -ENSG00000250981.1 RP11-19O2.1 chr5 16129178 16141602 + -ENSG00000250448.1 RP11-19O2.2 chr5 16180238 16185585 + -ENSG00000248403.1 NACAP6 chr5 16192088 16192709 - -ENSG00000248150.1 RP1-167G20.1 chr5 16373361 16440081 - -ENSG00000249737.1 RP1-167G20.2 chr5 16428536 16432436 + -ENSG00000173545.4 ZNF622 chr5 16451519 16465792 - -ENSG00000154153.13 FAM134B chr5 16473038 16617058 - -ENSG00000246214.1 RP11-260E18.1 chr5 16615926 16629969 + -ENSG00000250415.1 CTC-461F20.1 chr5 16617225 16621276 + -ENSG00000201370.1 Y_RNA chr5 16623004 16623095 - -ENSG00000145555.14 MYO10 chr5 16661914 16936276 - -ENSG00000253093.1 RNA5SP179 chr5 16853994 16854114 + -ENSG00000243538.1 CTB-55B8.1 chr5 16902294 16902641 - -ENSG00000201436.1 RNU6-660P chr5 16941843 16941951 - -ENSG00000176788.8 BASP1 chr5 17065598 17276843 + -ENSG00000271892.1 CTD-2228A4.1 chr5 17107360 17107789 - -ENSG00000206814.1 Y_RNA chr5 17117576 17117686 - -ENSG00000215196.4 AC091878.1 chr5 17130028 17217047 - -ENSG00000251990.1 RNA5SP180 chr5 17156971 17157071 - -ENSG00000250816.1 DCAF13P2 chr5 17202274 17203145 + -ENSG00000252908.1 RNU6-1003P chr5 17240611 17240715 + -ENSG00000185296.8 CTD-2139B15.1 chr5 17306381 17306960 + -ENSG00000201715.1 RN7SKP133 chr5 17345616 17345955 + -ENSG00000223361.5 FTH1P10 chr5 17353695 17354624 - -ENSG00000248223.1 CTD-2139B15.2 chr5 17353910 17354899 + -ENSG00000249199.1 CTD-2139B15.5 chr5 17369225 17375577 - -ENSG00000250822.1 CTD-2139B15.4 chr5 17378906 17387310 - -ENSG00000248455.5 RP11-321E2.3 chr5 17404019 17441694 + -ENSG00000249662.5 RP11-321E2.4 chr5 17444010 17483946 + -ENSG00000251304.3 RP11-321E2.5 chr5 17486231 17486825 + -ENSG00000268799.2 RP11-321E2.13 chr5 17491361 17491769 - -ENSG00000250667.1 RP11-321E2.12 chr5 17495658 17495826 - -ENSG00000185041.5 RP11-321E2.6 chr5 17498231 17498825 + -ENSG00000248205.1 RP11-321E2.11 chr5 17502043 17502363 - -ENSG00000249620.1 RP11-321E2.10 chr5 17511833 17512238 - -ENSG00000248861.1 RP11-321E2.2 chr5 17518366 17518960 + -ENSG00000249339.1 RP11-321E2.7 chr5 17521801 17522395 + -ENSG00000250055.1 RP11-321E2.8 chr5 17525235 17525829 + -ENSG00000250296.1 RP11-321E2.9 chr5 17528669 17529263 + -ENSG00000250807.3 RP11-432M8.2 chr5 17585162 17585758 - -ENSG00000250088.1 RP11-432M8.1 chr5 17587290 17587523 - -ENSG00000250558.1 RP11-432M8.3 chr5 17590364 17590960 - -ENSG00000249427.1 RP11-432M8.4 chr5 17593798 17594394 - -ENSG00000249329.1 RP11-432M8.5 chr5 17597232 17597828 - -ENSG00000248422.1 RP11-432M8.7 chr5 17598432 17598559 - -ENSG00000249282.1 RP11-432M8.6 chr5 17601882 17602134 - -ENSG00000249357.3 RP11-432M8.8 chr5 17604781 17605377 + -ENSG00000249156.1 RP11-432M8.9 chr5 17610990 17611583 + -ENSG00000271296.1 RP11-432M8.20 chr5 17614781 17615111 - -ENSG00000250351.1 RP11-432M8.10 chr5 17620533 17620939 - -ENSG00000250386.1 RP11-432M8.11 chr5 17625551 17625959 - -ENSG00000249666.1 RP11-432M8.12 chr5 17632088 17632683 + -ENSG00000250782.1 RP11-432M8.13 chr5 17634460 17635053 + -ENSG00000248471.2 RP11-432M8.15 chr5 17642962 17643228 - -ENSG00000248160.1 RP11-432M8.14 chr5 17647712 17647944 - -ENSG00000248542.2 RP11-432M8.16 chr5 17649046 17649643 + -ENSG00000248337.1 RP11-432M8.18 chr5 17654373 17654643 - -ENSG00000269466.2 RP11-432M8.17 chr5 17655129 17655538 - -ENSG00000274832.1 RP11-432M8.21 chr5 17669283 17669518 - -ENSG00000250715.1 RP11-432M8.19 chr5 17670168 17670571 - -ENSG00000249937.5 RP11-454P21.1 chr5 17684584 17955857 + -ENSG00000240785.1 RPL36AP21 chr5 18049550 18049872 + -ENSG00000212278.1 SNORD81 chr5 18236123 18236196 + -ENSG00000241552.3 RN7SL58P chr5 18547312 18547605 + -ENSG00000248693.1 CTD-2023M8.1 chr5 18704433 18746173 - -ENSG00000249191.1 UBE2V1P12 chr5 18886622 18887095 - -ENSG00000249927.1 CTD-2151L9.2 chr5 18893902 18894168 - -ENSG00000249285.1 RP11-81B23.1 chr5 18908866 18909543 + -ENSG00000276764.1 Metazoa_SRP chr5 18958147 18958413 - -ENSG00000281138.1 AC114981.1 chr5 18958153 18958237 - -ENSG00000249174.1 RP11-124N3.3 chr5 18965861 19142346 - -ENSG00000251487.1 RP11-124N3.2 chr5 19035197 19038799 - -ENSG00000242654.1 RPL32P14 chr5 19041009 19041386 + -ENSG00000249557.2 HSPD1P15 chr5 19233366 19234487 + -ENSG00000145526.11 CDH18 chr5 19472951 20575873 - -ENSG00000264928.1 AC118463.1 chr5 19735510 19735561 - -ENSG00000248766.2 RP11-61K20.1 chr5 20158662 20158956 - -ENSG00000214132.4 RP11-420O16.2 chr5 20304045 20305448 - -ENSG00000249854.1 RP11-420O16.1 chr5 20305565 20331456 + -ENSG00000251629.6 RP11-774D14.1 chr5 20611840 20937691 + -ENSG00000249490.1 CTD-2333M24.1 chr5 20612625 20614765 - -ENSG00000248308.1 RP11-697E23.1 chr5 20830166 20830947 - -ENSG00000248286.1 RP11-811J10.1 chr5 21196720 21196860 + -ENSG00000249359.2 RP11-374A4.1 chr5 21323873 21341375 - -ENSG00000183666.16 GUSBP1 chr5 21341833 21589372 + -ENSG00000233974.3 RP11-823P9.3 chr5 21481327 21484011 - -ENSG00000279107.1 RP11-823P9.4 chr5 21493436 21494596 + -ENSG00000272130.1 RP11-360I2.1 chr5 21569755 21570045 + -ENSG00000253766.1 RP11-804N13.1 chr5 21616262 21779522 + -ENSG00000221615.1 AC140132.1 chr5 21734211 21734304 + -ENSG00000154162.13 CDH12 chr5 21750673 22853622 - -ENSG00000213430.6 HSPD1P1 chr5 21882585 21884310 + -ENSG00000253104.1 RP11-855C21.1 chr5 22139247 22141468 - -ENSG00000168967.14 PMCHL1 chr5 22142352 22152356 + -ENSG00000249206.2 GCNT1P2 chr5 22580225 22580819 - -ENSG00000249404.1 CTD-2234B20.1 chr5 23013048 23014527 + -ENSG00000250319.1 CTD-2272G21.3 chr5 23262159 23263185 - -ENSG00000206912.1 Y_RNA chr5 23299155 23299262 + -ENSG00000250332.1 CTD-2272G21.2 chr5 23303565 23305143 - -ENSG00000249289.1 CTD-2272G21.1 chr5 23329427 23329892 - -ENSG00000248591.1 CTD-2351A8.1 chr5 23456468 23456850 + -ENSG00000164256.9 PRDM9 chr5 23507155 23528597 + -ENSG00000249607.1 RP11-197O8.1 chr5 23688927 23689386 + -ENSG00000248874.5 C5orf17 chr5 23951348 24178263 + -ENSG00000252083.1 SNORA40 chr5 23972188 23972294 - -ENSG00000234865.3 CTD-2138O14.1 chr5 23980587 23980938 + -ENSG00000200600.1 Y_RNA chr5 23994502 23994603 - -ENSG00000226432.3 CTD-2015B23.2 chr5 24170370 24171246 + -ENSG00000250694.1 CTD-2074D8.1 chr5 24352309 24353443 - -ENSG00000277455.1 Metazoa_SRP chr5 24449351 24449615 - -ENSG00000040731.10 CDH10 chr5 24487100 24644978 - -ENSG00000251294.1 RP11-116O11.1 chr5 24554018 24613222 + -ENSG00000249562.1 RP11-116O11.2 chr5 24578294 24578561 - -ENSG00000250099.1 RP11-12P19.2 chr5 24749374 24749772 - -ENSG00000248156.2 BTG4P1 chr5 24786842 24787024 - -ENSG00000223004.1 SNORD29 chr5 24811481 24811548 + -ENSG00000248908.1 RP11-730N24.1 chr5 24835280 24840583 - -ENSG00000250524.1 RP11-730N24.2 chr5 24881943 24885461 - -ENSG00000199911.1 Y_RNA chr5 24910594 24910695 + -ENSG00000251273.1 RP11-549K20.1 chr5 25126305 25190656 - -ENSG00000245662.2 RP11-184E9.1 chr5 25190682 25306172 + -ENSG00000251654.2 RP11-192H6.2 chr5 25218973 25298612 - -ENSG00000260761.1 RP11-184E9.2 chr5 25319834 25321346 + -ENSG00000279671.1 RP11-184E9.3 chr5 25349841 25350073 + -ENSG00000248605.5 CTD-2306M5.1 chr5 25404733 25445925 - -ENSG00000279531.1 RP11-184E9.4 chr5 25425412 25425599 - -ENSG00000201016.1 RNU6-374P chr5 25701217 25701324 - -ENSG00000279869.1 CTD-2026A21.1 chr5 25716271 25716715 + -ENSG00000251593.1 MSNP1 chr5 25909503 25911234 + -ENSG00000222560.1 RNU4-43P chr5 26012889 26013025 + -ENSG00000249099.1 RP11-351N6.1 chr5 26382519 26399819 - -ENSG00000277838.1 AC026426.1 chr5 26597022 26597131 + -ENSG00000230571.2 CTD-2533K21.3 chr5 26669346 26669736 + -ENSG00000248426.1 CTD-2533K21.2 chr5 26669711 26669989 - -ENSG00000250703.1 CTD-2533K21.1 chr5 26670334 26670481 - -ENSG00000251033.1 CTD-2533K21.4 chr5 26711551 26749997 - -ENSG00000249616.1 CCNB3P1 chr5 26739753 26741183 - -ENSG00000113100.9 CDH9 chr5 26880600 27121150 - -ENSG00000207261.1 RNU6-738P chr5 27111569 27111674 + -ENSG00000248490.1 CTD-3007L5.1 chr5 27412613 27436411 - -ENSG00000250337.5 LINC01021 chr5 27472292 27496401 + -ENSG00000221721.1 AC010455.1 chr5 27986175 27986285 - -ENSG00000250079.1 RP11-560A7.1 chr5 28213359 28214559 - -ENSG00000249785.1 CTD-2061E9.1 chr5 28286389 28287665 - -ENSG00000252867.1 RNU6-909P chr5 28624657 28624763 + -ENSG00000250453.1 CTD-2134P3.1 chr5 28782678 28809249 - -ENSG00000270495.1 CTD-2134P3.2 chr5 28808538 28809255 + -ENSG00000271035.1 CTD-2269E23.3 chr5 28897785 28898274 - -ENSG00000162685.6 LSP1P3 chr5 28926816 28927023 + -ENSG00000226400.2 CTD-2269E23.2 chr5 28927029 28927284 + -ENSG00000277878.1 CTD-2269E23.4 chr5 28927298 28927459 - -ENSG00000249226.1 SUCLG2P4 chr5 29001760 29003357 + -ENSG00000252601.1 SNORA18 chr5 29070496 29070610 + -ENSG00000248687.2 RP11-42L13.2 chr5 29104880 29105438 + -ENSG00000270430.1 RP11-42L13.3 chr5 29105568 29106861 - -ENSG00000259786.6 CTD-2118P12.1 chr5 29143503 29217115 + -ENSG00000248391.5 CTD-2010I22.2 chr5 29380296 29395981 - -ENSG00000276098.1 CTD-2345H1.1 chr5 29516005 29516504 + -ENSG00000248418.2 UBL5P1 chr5 29600676 29600868 + -ENSG00000250984.1 CTD-2011G17.1 chr5 29795938 29796268 + -ENSG00000249744.1 CTD-2057J6.2 chr5 29848684 29849218 - -ENSG00000233787.3 CTD-2057J6.1 chr5 29881709 29882945 - -ENSG00000223136.1 RN7SKP207 chr5 29948828 29949130 + -ENSG00000280305.1 CTD-2351A16.1 chr5 29979669 29983114 + -ENSG00000275925.1 AC091856.1 chr5 30152739 30152840 + -ENSG00000250587.2 HPRT1P2 chr5 30248350 30248893 + -ENSG00000250118.1 RP11-136H13.2 chr5 30365405 30365684 - -ENSG00000241668.2 RPL19P11 chr5 31053565 31054153 + -ENSG00000253940.1 CTD-2127O16.2 chr5 31065970 31066132 - -ENSG00000254138.1 RP11-152K4.2 chr5 31093977 31267610 - -ENSG00000113361.12 CDH6 chr5 31193750 31329146 + -ENSG00000250482.2 RP11-152K4.1 chr5 31249879 31250200 + -ENSG00000113360.16 DROSHA chr5 31400497 31532196 - -ENSG00000206682.1 Y_RNA chr5 31505684 31505788 + -ENSG00000281600.1 AC106802.1 chr5 31515382 31515525 - -ENSG00000082213.17 C5orf22 chr5 31532266 31555058 + -ENSG00000279923.1 CTD-2008E3.1 chr5 31558573 31559875 + -ENSG00000199765.1 RNU6-363P chr5 31595565 31595669 - -ENSG00000133401.15 PDZD2 chr5 31639410 32110931 + -ENSG00000248624.1 RP11-5N11.2 chr5 31657218 31665067 + -ENSG00000248878.1 RP11-5N11.1 chr5 31725539 31725902 - -ENSG00000249114.1 RP11-5N11.3 chr5 31738269 31738660 + -ENSG00000248813.1 RP11-5N11.4 chr5 31741833 31742327 - -ENSG00000248378.1 RP11-5N11.5 chr5 31743988 31744451 - -ENSG00000250164.1 RP11-5N11.6 chr5 31747644 31748078 - -ENSG00000249688.1 RP11-5N11.7 chr5 31754219 31754656 + -ENSG00000252373.1 RNU6-358P chr5 31820564 31820638 - -ENSG00000224282.3 CTD-2290C23.1 chr5 31822561 31823136 - -ENSG00000251887.2 RNU6-760P chr5 31832439 31832535 + -ENSG00000241739.1 CTD-2290C23.2 chr5 31840492 31840971 - -ENSG00000243914.1 RPL5P14 chr5 31847271 31848148 + -ENSG00000265561.1 AC025458.1 chr5 31880035 31880084 - -ENSG00000214108.4 TPT1P5 chr5 31908361 31909186 + -ENSG00000249774.1 CTD-2206G10.2 chr5 31923367 31923532 + -ENSG00000266243.1 MIR4279 chr5 31936102 31936159 - -ENSG00000250764.1 CTD-2152M20.2 chr5 32103445 32121941 - -ENSG00000113384.13 GOLPH3 chr5 32124704 32174350 - -ENSG00000200065.1 Y_RNA chr5 32134738 32134834 + -ENSG00000272086.1 CTD-2186M15.3 chr5 32174471 32175272 + -ENSG00000230829.3 CTD-2186M15.1 chr5 32221932 32222347 + -ENSG00000150712.10 MTMR12 chr5 32226994 32313009 - -ENSG00000199731.1 RNU6-1079P chr5 32234766 32234875 - -ENSG00000207052.1 RNU6-378P chr5 32309662 32309768 + -ENSG00000056097.15 ZFR chr5 32354350 32444761 - -ENSG00000222961.1 AC008949.1 chr5 32379407 32379467 - -ENSG00000207956.1 MIR579 chr5 32394378 32394475 - -ENSG00000249142.1 CTD-2290P7.1 chr5 32522758 32523865 + -ENSG00000113387.11 SUB1 chr5 32531633 32604079 + -ENSG00000250885.1 CTD-2004A9.1 chr5 32646564 32651976 - -ENSG00000113389.15 NPR3 chr5 32689070 32791724 + -ENSG00000272174.1 AC026703.1 chr5 32781538 32781639 + -ENSG00000251062.1 CTD-2218G20.1 chr5 32887990 32888145 - -ENSG00000250697.1 CTD-2066L21.3 chr5 32925639 33297910 - -ENSG00000248279.5 CTD-2218G20.2 chr5 32947443 32962467 + -ENSG00000249102.1 CTD-2066L21.1 chr5 33008994 33025724 + -ENSG00000251281.1 CTD-2066L21.2 chr5 33011322 33017607 - -ENSG00000250672.1 CTD-2017D15.1 chr5 33090126 33090349 - -ENSG00000240376.1 RP11-36C20.1 chr5 33162179 33162807 + -ENSG00000251443.1 RP11-113I22.1 chr5 33229735 33255553 + -ENSG00000249572.1 CTD-2203K17.1 chr5 33424025 33440619 - -ENSG00000113407.13 TARS chr5 33440696 33469539 + -ENSG00000249360.1 CTD-2233C11.3 chr5 33502072 33503135 + -ENSG00000250583.1 CTD-2233C11.2 chr5 33519616 33522230 - -ENSG00000151388.10 ADAMTS12 chr5 33523535 33892192 - -ENSG00000201623.1 RNU6-923P chr5 33888056 33888162 - -ENSG00000182631.6 RXFP3 chr5 33936386 33938237 + -ENSG00000164175.14 SLC45A2 chr5 33944616 33984730 - -ENSG00000250914.1 RP11-1084J3.1 chr5 33970863 33972628 + -ENSG00000242110.7 AMACR chr5 33986178 34008108 - -ENSG00000273294.1 C1QTNF3-AMACR chr5 33987174 34124528 - -ENSG00000250767.1 RP11-1084J3.3 chr5 33997044 33997724 - -ENSG00000082196.20 C1QTNF3 chr5 34019448 34043832 - -ENSG00000278900.1 RP11-1250I15.2 chr5 34105750 34106336 - -ENSG00000279995.1 RP11-1250I15.1 chr5 34124162 34124385 - -ENSG00000271771.1 RP11-1250I15.3 chr5 34158121 34158767 + -ENSG00000215158.9 RP11-1023L17.1 chr5 34164698 34244796 - -ENSG00000215156.5 RP11-1023L17.2 chr5 34190056 34193653 + -ENSG00000249380.1 RP11-1325J9.1 chr5 34373028 34373850 + -ENSG00000275218.1 AC114302.1 chr5 34526154 34526301 - -ENSG00000271874.1 CTD-2024P10.2 chr5 34651457 34651888 - -ENSG00000039560.13 RAI14 chr5 34656237 34832627 + -ENSG00000250234.1 CTD-2024P10.1 chr5 34656412 34657250 - -ENSG00000272323.1 CTD-2517O10.6 chr5 34837549 34839278 - -ENSG00000205838.12 TTC23L chr5 34838833 34899456 + -ENSG00000250140.1 CTD-2517O10.5 chr5 34860783 34861506 - -ENSG00000241829.1 RPL21P54 chr5 34883057 34883520 + -ENSG00000113456.18 RAD1 chr5 34905264 34918989 - -ENSG00000113460.12 BRIX1 chr5 34915376 34925996 + -ENSG00000168724.14 DNAJC21 chr5 34929593 34958964 + -ENSG00000113492.13 AGXT2 chr5 34998101 35048135 - -ENSG00000280468.1 AC010368.1 chr5 35034152 35034242 + -ENSG00000113494.16 PRLR chr5 35048756 35230589 - -ENSG00000250886.1 CTD-2046J7.1 chr5 35081223 35081992 + -ENSG00000281247.1 AC027347.1 chr5 35331709 35331831 + -ENSG00000201368.2 U3 chr5 35429064 35429277 + -ENSG00000152582.12 SPEF2 chr5 35617844 35814611 + -ENSG00000238441.1 RNU7-130P chr5 35632963 35633024 - -ENSG00000248969.1 CTD-2113L7.1 chr5 35678484 35827018 - -ENSG00000168685.14 IL7R chr5 35852695 35879603 + -ENSG00000279737.1 RP11-79C6.2 chr5 35895689 35896020 - -ENSG00000248349.1 RP11-79C6.1 chr5 35896188 35896290 - -ENSG00000152611.11 CAPSL chr5 35904295 35938779 - -ENSG00000249748.1 RP11-79C6.3 chr5 35938822 35939993 + -ENSG00000145626.11 UGT3A1 chr5 35951010 36001028 - -ENSG00000168671.9 UGT3A2 chr5 36035017 36071358 - -ENSG00000251591.2 CTD-2197M16.1 chr5 36071791 36072079 - -ENSG00000164187.6 LMBRD2 chr5 36098412 36151961 - -ENSG00000207756.1 MIR580 chr5 36147892 36147988 - -ENSG00000145604.15 SKP2 chr5 36151989 36184319 + -ENSG00000201223.1 RNU6-1305P chr5 36155119 36155222 + -ENSG00000152620.12 NADK2 chr5 36192592 36242279 - -ENSG00000245711.2 NADK2-AS1 chr5 36221055 36221902 + -ENSG00000164188.8 RANBP3L chr5 36248434 36302114 - -ENSG00000222178.1 RNA5SP181 chr5 36485343 36485440 + -ENSG00000242292.2 CTD-2282P23.1 chr5 36588506 36588661 + -ENSG00000079215.13 SLC1A3 chr5 36606355 36688334 + -ENSG00000274441.1 CTD-2282P23.2 chr5 36636019 36649347 - -ENSG00000250155.1 CTD-2353F22.1 chr5 36666214 36725195 - -ENSG00000279400.1 CTD-2353F22.2 chr5 36667717 36669958 + -ENSG00000272103.1 CTD-2653M23.3 chr5 36861736 36862217 - -ENSG00000164190.16 NIPBL chr5 36876759 37066413 + -ENSG00000249850.1 KRT18P31 chr5 36885206 36886497 + -ENSG00000244073.1 RPS4XP6 chr5 37085056 37085852 + -ENSG00000197603.13 C5orf42 chr5 37106228 37249428 - -ENSG00000271378.1 C8orf59P2 chr5 37130430 37130700 + -ENSG00000228212.1 OFD1P17 chr5 37209364 37212381 + -ENSG00000242493.3 RN7SL37P chr5 37246173 37246479 - -ENSG00000270558.1 CTD-2124B8.2 chr5 37286449 37286977 - -ENSG00000113569.15 NUP155 chr5 37288137 37371181 - -ENSG00000251880.1 RNU7-75P chr5 37327135 37327196 + -ENSG00000250455.1 RP11-648M2.1 chr5 37377049 37377971 + -ENSG00000082068.8 WDR70 chr5 37379212 37753435 + -ENSG00000248216.1 KCTD9P5 chr5 37505688 37506857 - -ENSG00000222743.1 RNU6-1190P chr5 37619985 37620088 - -ENSG00000206743.1 RNU6-484P chr5 37700331 37700437 - -ENSG00000275899.1 AC008869.1 chr5 37795289 37795399 + -ENSG00000168621.14 GDNF chr5 37812677 37839686 - -ENSG00000248587.6 GDNF-AS1 chr5 37840438 37875799 + -ENSG00000278179.1 AC008869.2 chr5 37888249 37888350 - -ENSG00000248539.1 CTD-2194L12.2 chr5 37899363 37920869 - -ENSG00000250032.1 CTD-2194L12.3 chr5 37939365 37947955 - -ENSG00000251518.1 CTD-2130F23.2 chr5 37948491 37951055 + -ENSG00000248533.1 CTD-2130F23.1 chr5 37953402 37966964 + -ENSG00000250003.2 CTD-2116N24.1 chr5 38025697 38183932 + -ENSG00000238836.1 AC074129.1 chr5 38081672 38081743 - -ENSG00000248461.1 CTD-2207A17.1 chr5 38148480 38153715 + -ENSG00000276332.1 CTD-2007F2.1 chr5 38197432 38198148 + -ENSG00000164318.17 EGFLAM chr5 38258409 38465021 + -ENSG00000248730.1 EGFLAM-AS4 chr5 38282264 38290986 - -ENSG00000249071.2 EGFLAM-AS3 chr5 38345347 38346551 - -ENSG00000248572.5 EGFLAM-AS2 chr5 38399814 38403413 - -ENSG00000249491.1 EGFLAM-AS1 chr5 38425036 38427376 - -ENSG00000248234.1 CTD-2108O9.4 chr5 38429892 38430160 - -ENSG00000251257.2 CTD-2263F21.1 chr5 38460925 38468339 - -ENSG00000113594.9 LIFR chr5 38474963 38608354 - -ENSG00000244968.6 LIFR-AS1 chr5 38556786 38671216 + -ENSG00000265304.1 MIR3650 chr5 38557502 38557561 - -ENSG00000251189.1 CTD-2196P11.2 chr5 38682070 38685126 + -ENSG00000249911.1 LINC01265 chr5 38710367 38720273 - -ENSG00000249740.1 OSMR-AS1 chr5 38736055 38845829 - -ENSG00000248577.1 RP11-122C5.2 chr5 38763158 38764289 - -ENSG00000250629.1 RP11-122C5.3 chr5 38783580 38792754 + -ENSG00000145623.12 OSMR chr5 38845858 38945596 + -ENSG00000164327.12 RICTOR chr5 38937919 39074408 - -ENSG00000249089.1 AIG1P1 chr5 39022411 39022558 + -ENSG00000082074.15 FYB chr5 39105236 39274528 - -ENSG00000277910.1 AC010633.1 chr5 39141628 39141724 + -ENSG00000251215.1 GOLGA5P1 chr5 39169210 39170335 - -ENSG00000113600.10 C9 chr5 39284262 39424868 - -ENSG00000153071.14 DAB2 chr5 39371675 39462300 - -ENSG00000271334.5 CTD-2078B5.2 chr5 39520431 39524708 + -ENSG00000251515.1 CCDC11P1 chr5 39571478 39572639 - -ENSG00000250492.1 INTS6P1 chr5 39718984 39721513 - -ENSG00000248651.1 GCSHP1 chr5 39888576 39889059 - -ENSG00000250048.1 LINC00603 chr5 40052291 40053324 + -ENSG00000249668.1 KRT18P56 chr5 40066651 40067200 + -ENSG00000250585.1 LINC00604 chr5 40260657 40267657 + -ENSG00000199361.1 RNU1-150P chr5 40269558 40269719 + -ENSG00000265615.1 AC108105.1 chr5 40320318 40320415 + -ENSG00000199552.1 SNORA63 chr5 40654963 40655094 + -ENSG00000171522.5 PTGER4 chr5 40679498 40693735 + -ENSG00000113638.12 TTC33 chr5 40714475 40755975 - -ENSG00000132356.11 PRKAA1 chr5 40759379 40798374 - -ENSG00000212567.1 SNORA57 chr5 40790077 40790204 - -ENSG00000279126.1 AC008810.1 chr5 40801222 40801596 - -ENSG00000145592.13 RPL37 chr5 40825262 40835335 - -ENSG00000212296.1 SNORD72 chr5 40832656 40832735 - -ENSG00000132357.13 CARD6 chr5 40841184 40860175 + -ENSG00000112936.18 C7 chr5 40909252 40982939 + -ENSG00000253098.1 RNU7-161P chr5 40911067 40911128 - -ENSG00000248120.1 RP11-301A5.2 chr5 40967505 40967763 - -ENSG00000171495.16 MROH2B chr5 40998017 41071342 - -ENSG00000039537.13 C6 chr5 41142234 41261438 - -ENSG00000182836.9 PLCXD3 chr5 41306954 41510628 - -ENSG00000251478.1 CTD-2122P11.1 chr5 41585882 41587787 - -ENSG00000083720.12 OXCT1 chr5 41730065 41870519 - -ENSG00000248668.2 OXCT1-AS1 chr5 41870030 41872241 + -ENSG00000240281.2 CTD-2062O1.1 chr5 41895068 41895599 + -ENSG00000205765.8 C5orf51 chr5 41904188 41921636 + -ENSG00000151876.12 FBXO4 chr5 41925254 41941743 + -ENSG00000239694.1 CTD-2156G10.1 chr5 41951313 41952193 - -ENSG00000199487.1 Y_RNA chr5 41963868 41963969 - -ENSG00000249266.1 MTHFD2P6 chr5 41967139 41968366 - -ENSG00000260786.1 RP11-112L7.1 chr5 42188266 42191523 + -ENSG00000112964.13 GHR chr5 42423777 42721878 + -ENSG00000248873.1 SERBP1P6 chr5 42465400 42468868 - -ENSG00000250860.1 CTD-2265D6.2 chr5 42466893 42468300 - -ENSG00000270513.1 RP11-116B13.1 chr5 42729138 42729519 + -ENSG00000198865.9 CCDC152 chr5 42756801 42802360 + -ENSG00000250722.5 SEPP1 chr5 42799880 42887392 - -ENSG00000272234.1 CTD-2325A15.5 chr5 42806394 42806997 + -ENSG00000249092.1 CTD-2325A15.3 chr5 42892319 42892817 - -ENSG00000251163.1 CTD-2325A15.2 chr5 42897262 42897832 - -ENSG00000251656.1 CTD-2201E18.4 chr5 42908208 42908667 - -ENSG00000249516.1 CTD-2201E18.2 chr5 42917414 42917984 + -ENSG00000250711.1 CTD-2201E18.1 chr5 42972624 42973092 + -ENSG00000271788.1 CTD-2201E18.5 chr5 43006733 43007543 - -ENSG00000177738.3 CTD-2201E18.3 chr5 43014414 43067419 - -ENSG00000251131.1 CTD-2035E11.3 chr5 43018429 43024247 + -ENSG00000272382.1 CTD-2035E11.4 chr5 43033716 43034635 + -ENSG00000177721.4 ANXA2R chr5 43039081 43043170 - -ENSG00000215068.7 AC025171.1 chr5 43041575 43045390 + -ENSG00000272144.1 CTD-2035E11.5 chr5 43061395 43062441 + -ENSG00000172262.11 ZNF131 chr5 43065176 43192021 + -ENSG00000278487.1 RP11-447H19.4 chr5 43143362 43143514 - -ENSG00000177453.7 NIM1K chr5 43192071 43280850 + -ENSG00000249779.1 RP11-447H19.3 chr5 43206709 43207811 + -ENSG00000249888.1 RP11-447H19.2 chr5 43225506 43225813 - -ENSG00000247763.2 RP11-447H19.1 chr5 43231812 43233173 - -ENSG00000261604.1 CTD-2636A23.2 chr5 43287601 43290839 + -ENSG00000112972.14 HMGCS1 chr5 43289395 43313512 - -ENSG00000188850.9 RP11-159F24.2 chr5 43336164 43348716 + -ENSG00000151882.11 CCL28 chr5 43376645 43412391 - -ENSG00000151881.14 C5orf28 chr5 43444252 43483893 - -ENSG00000249492.1 RP11-159F24.3 chr5 43483959 43509356 + -ENSG00000172244.8 C5orf34 chr5 43486701 43515145 - -ENSG00000249855.1 EEF1A1P19 chr5 43495073 43496454 - -ENSG00000248554.1 RP11-159F24.6 chr5 43511058 43521811 + -ENSG00000248240.1 RP11-159F24.5 chr5 43515274 43525310 + -ENSG00000172239.13 PAIP1 chr5 43526267 43557758 - -ENSG00000248092.7 NNT-AS1 chr5 43571594 43603230 - -ENSG00000279557.1 CTD-2210P15.3 chr5 43586367 43587543 - -ENSG00000249286.1 AMD1P3 chr5 43586918 43588223 - -ENSG00000112992.16 NNT chr5 43602692 43707405 + -ENSG00000224993.3 RPL29P12 chr5 43666766 43667232 - -ENSG00000249276.1 RP11-8L21.1 chr5 43874367 43886628 + -ENSG00000212561.1 RNU6-381P chr5 44066624 44066731 - -ENSG00000070193.4 FGF10 chr5 44303544 44389706 - -ENSG00000248464.1 FGF10-AS1 chr5 44388732 44413989 + -ENSG00000249203.1 RP11-473L15.3 chr5 44495618 44510282 - -ENSG00000250418.1 RP11-503D12.1 chr5 44698431 44700808 - -ENSG00000263556.2 RN7SL383P chr5 44716193 44716486 + -ENSG00000251141.5 RP11-53O19.1 chr5 44744900 44808777 - -ENSG00000248779.1 RP11-53O19.2 chr5 44752949 44765744 + -ENSG00000112996.9 MRPS30 chr5 44808925 44820428 + -ENSG00000272335.1 RP11-53O19.3 chr5 44826076 44828592 + -ENSG00000280761.1 AC114954.1 chr5 45028496 45028577 - -ENSG00000248148.1 RP11-357F12.1 chr5 45035199 45098647 + -ENSG00000164588.4 HCN1 chr5 45259247 45696151 - -ENSG00000250422.1 RP11-484L7.1 chr5 45557919 45559986 + -ENSG00000250017.1 RP11-484L7.2 chr5 45574590 45576612 + -ENSG00000250122.1 CTD-2013M15.1 chr5 45890216 45895970 + -ENSG00000170571.11 EMB chr5 50396192 50443248 - -ENSG00000271455.1 RP11-269M20.2 chr5 50603229 50603511 + -ENSG00000213956.4 RP11-269M20.1 chr5 50633124 50633602 + -ENSG00000271752.1 RP11-269M20.3 chr5 50662859 50663266 - -ENSG00000151883.16 PARP8 chr5 50665899 50846522 + -ENSG00000249405.1 RP11-317O24.1 chr5 50858760 50860020 - -ENSG00000270830.1 RP11-317O24.3 chr5 50903608 50903743 + -ENSG00000251601.1 RP11-317O24.2 chr5 50929484 50934521 - -ENSG00000250360.1 CTD-2089N3.1 chr5 50965687 50967008 - -ENSG00000251573.2 CTD-2089N3.2 chr5 50969217 50970167 - -ENSG00000248918.2 CTD-2089N3.3 chr5 50969660 50970187 + -ENSG00000207060.1 RNU6-480P chr5 51055353 51055459 - -ENSG00000222945.2 AC091866.1 chr5 51061469 51061557 - -ENSG00000278734.1 CTD-2054H24.1 chr5 51101172 51101643 - -ENSG00000206606.1 RNU6-1296P chr5 51167541 51167647 - -ENSG00000240627.1 CTD-2312P21.1 chr5 51275253 51275734 + -ENSG00000259663.2 CTD-2314G24.2 chr5 51372736 51383332 - -ENSG00000016082.14 ISL1 chr5 51383391 51394738 + -ENSG00000249338.1 HMGB1P47 chr5 51409617 51410205 - -ENSG00000248891.2 CTD-2335O3.2 chr5 51427996 51428427 - -ENSG00000251125.1 CTD-2335O3.3 chr5 51451158 51462089 + -ENSG00000251873.1 RNA5SP182 chr5 51886688 51886769 + -ENSG00000249270.1 KATNBL1P4 chr5 51930808 51932036 + -ENSG00000279470.1 RP11-182I21.2 chr5 51963992 51964445 + -ENSG00000248789.5 CTD-2203A3.1 chr5 52008031 52080987 + -ENSG00000244621.1 RPS17P11 chr5 52282567 52282859 + -ENSG00000250827.1 CTD-2141G3.1 chr5 52579555 52581106 - -ENSG00000248898.1 CTD-2288O8.1 chr5 52675193 52788026 - -ENSG00000213949.8 ITGA1 chr5 52787896 52959210 + -ENSG00000152684.10 PELO chr5 52787940 52804046 + -ENSG00000251237.1 B3GNTL1P1 chr5 52889666 52889954 + -ENSG00000241809.1 CTD-2207L17.1 chr5 52903908 52904478 + -ENSG00000249899.5 CTD-2175A23.1 chr5 52932419 52990278 - -ENSG00000164171.10 ITGA2 chr5 52989326 53094779 + -ENSG00000272123.1 CTD-2366F13.2 chr5 53089016 53089468 - -ENSG00000164172.18 MOCS2 chr5 53095679 53110063 - -ENSG00000247796.2 CTD-2366F13.1 chr5 53109842 53115126 + -ENSG00000213940.4 RP11-94D20.1 chr5 53206561 53207176 + -ENSG00000240052.1 RP11-289K10.1 chr5 53413504 53414260 + -ENSG00000134363.11 FST chr5 53480409 53487134 + -ENSG00000164258.11 NDUFS4 chr5 53560633 53683340 + -ENSG00000238508.1 AC024569.1 chr5 53609587 53609658 + -ENSG00000250447.5 CTD-2081C10.1 chr5 53776644 53819686 - -ENSG00000217791.4 ASS1P9 chr5 53859166 53860401 + -ENSG00000272416.1 CTD-2081C10.7 chr5 53880293 53881051 - -ENSG00000185305.10 ARL15 chr5 53883945 54310582 - -ENSG00000222960.1 RNU6-272P chr5 53912020 53912123 - -ENSG00000281639.1 AC024571.1 chr5 53942646 53942746 + -ENSG00000207627.1 MIR581 chr5 53951504 53951599 - -ENSG00000241230.3 RN7SL801P chr5 54048007 54048308 - -ENSG00000265421.1 MIR4459 chr5 54075518 54075583 - -ENSG00000279638.1 CTD-2081C10.5 chr5 54286194 54286331 - -ENSG00000249069.7 LINC01033 chr5 54320944 54415125 + -ENSG00000251597.1 RPL37P25 chr5 54399439 54400033 + -ENSG00000169271.2 HSPB3 chr5 54455601 54456384 + -ENSG00000178996.12 SNX18 chr5 54517759 54546585 + -ENSG00000280159.1 CTD-2591A1.1 chr5 54643557 54645987 + -ENSG00000232517.2 AC112198.1 chr5 54808210 54872551 - -ENSG00000221073.1 AC112198.2 chr5 54852846 54852948 - -ENSG00000226810.3 RP11-45H22.1 chr5 54857272 54858491 + -ENSG00000249843.1 RP11-45H22.2 chr5 54878238 54878588 + -ENSG00000249016.1 RP11-45H22.3 chr5 54956235 54957846 - -ENSG00000164283.12 ESM1 chr5 54977864 55022671 - -ENSG00000240535.8 CTD-2313F11.1 chr5 55021299 55042844 - -ENSG00000113088.5 GZMK chr5 55024253 55034570 + -ENSG00000207229.1 Y_RNA chr5 55040847 55040945 + -ENSG00000251376.1 CTD-2313F11.2 chr5 55054428 55055140 + -ENSG00000248029.2 CTD-2313F11.3 chr5 55063179 55066230 + -ENSG00000249454.1 GZMAP1 chr5 55073015 55096553 + -ENSG00000145649.7 GZMA chr5 55102648 55110252 + -ENSG00000164287.12 CDC20B chr5 55112995 55173175 - -ENSG00000164294.13 GPX8 chr5 55160118 55167071 + -ENSG00000198983.1 MIR449A chr5 55170532 55170622 - -ENSG00000207728.1 MIR449B chr5 55170646 55170742 - -ENSG00000251856.1 MIR449C chr5 55172262 55172353 - -ENSG00000234602.7 MCIDAS chr5 55219614 55227315 - -ENSG00000152669.8 CCNO chr5 55231152 55233680 - -ENSG00000251307.1 RP11-506H20.1 chr5 55233934 55295201 + -ENSG00000067248.9 DHX29 chr5 55256245 55307722 - -ENSG00000039123.15 SKIV2L2 chr5 55307760 55425581 + -ENSG00000271410.1 RP11-506H20.2 chr5 55356308 55357523 - -ENSG00000280573.1 AC010480.1 chr5 55406321 55406422 + -ENSG00000067113.16 PPAP2A chr5 55424854 55535050 - -ENSG00000279883.1 CTD-2315M5.2 chr5 55484403 55485086 + -ENSG00000265135.1 MIR5687 chr5 55508850 55508926 - -ENSG00000250853.1 RNF138P1 chr5 55530156 55530701 - -ENSG00000249410.1 AK4P2 chr5 55551885 55552554 - -ENSG00000177058.11 SLC38A9 chr5 55625845 55773194 - -ENSG00000152670.18 DDX4 chr5 55738017 55817157 + -ENSG00000251368.1 RP11-175M2.1 chr5 55750206 55750401 - -ENSG00000199322.1 RNA5SP183 chr5 55777469 55777587 + -ENSG00000248854.1 HNRNPH1P3 chr5 55838801 55840025 - -ENSG00000164509.13 IL31RA chr5 55851379 55922853 + -ENSG00000279768.1 AC008914.1 chr5 55928640 55928741 - -ENSG00000134352.19 IL6ST chr5 55935095 55994993 - -ENSG00000262211.1 CTD-2031P19.5 chr5 55936143 55941727 + -ENSG00000264281.3 CTD-2031P19.4 chr5 55944656 55944733 + -ENSG00000227908.3 FLJ31104 chr5 55995167 56003649 + -ENSG00000238326.1 snoU13 chr5 56000518 56000621 - -ENSG00000249236.1 CTD-2227I18.1 chr5 56059050 56067372 + -ENSG00000164512.17 ANKRD55 chr5 56099678 56233359 - -ENSG00000253032.1 RNU6-299P chr5 56125671 56125770 + -ENSG00000243592.1 RPL17P22 chr5 56136979 56137531 + -ENSG00000223003.1 RNA5SP184 chr5 56146739 56146846 - -ENSG00000251435.1 C1GALT1P2 chr5 56192530 56193633 + -ENSG00000212265.1 RNA5SP185 chr5 56260333 56260446 - -ENSG00000248781.1 PSMC1P4 chr5 56275304 56276630 - -ENSG00000210678.1 RNU6ATAC2P chr5 56297564 56297689 - -ENSG00000249697.1 RP11-155L15.1 chr5 56313905 56321397 - -ENSG00000250787.1 HMGN1P17 chr5 56381781 56382075 + -ENSG00000265665.1 AC008391.1 chr5 56457038 56457138 - -ENSG00000248727.5 CTC-236F12.4 chr5 56457795 56481946 - -ENSG00000226221.1 RPL26P19 chr5 56504635 56505072 - -ENSG00000225940.5 C5orf67 chr5 56511567 56606232 - -ENSG00000234553.1 AC022431.3 chr5 56536583 56537826 - -ENSG00000228650.2 AC008940.1 chr5 56770799 56772303 + -ENSG00000095015.5 MAP3K1 chr5 56815574 56896152 + -ENSG00000237705.1 AC008937.2 chr5 56842016 56862164 - -ENSG00000225230.1 AC008937.3 chr5 56900041 56910714 - -ENSG00000155542.11 SETD9 chr5 56909260 56925532 + -ENSG00000155545.19 MIER3 chr5 56919602 56971675 - -ENSG00000271828.1 CTD-2310F14.1 chr5 56927874 56929573 + -ENSG00000235635.1 AC016644.1 chr5 56941307 56947152 + -ENSG00000233943.1 AC114973.1 chr5 56975593 56976224 - -ENSG00000248652.2 RP11-101B14.4 chr5 57081745 57081951 - -ENSG00000250480.3 RP11-101B14.1 chr5 57120796 57122624 + -ENSG00000207293.1 Y_RNA chr5 57169108 57169209 - -ENSG00000062194.15 GPBP1 chr5 57173948 57264679 + -ENSG00000248586.2 CTD-2516K3.3 chr5 57317989 57320020 - -ENSG00000250961.1 CTD-2023N9.1 chr5 57395060 57533424 + -ENSG00000250308.2 SALL4P1 chr5 57422464 57424391 + -ENSG00000169067.3 ACTBL2 chr5 57480016 57482809 - -ENSG00000264748.1 AC025470.1 chr5 57481820 57481903 - -ENSG00000281462.1 AC008780.1 chr5 57550906 57551033 - -ENSG00000248294.1 CTD-2023N9.2 chr5 57574027 57614341 + -ENSG00000249436.1 CTD-2023N9.3 chr5 57614389 57617431 + -ENSG00000249198.1 RP11-772C9.1 chr5 57751192 57751717 - -ENSG00000266864.1 AC116606.1 chr5 57872939 57873046 - -ENSG00000249584.1 RP11-478P10.1 chr5 57890327 57899162 - -ENSG00000248132.2 CTD-2037L6.2 chr5 58108082 58122341 - -ENSG00000248271.1 PGAM1P1 chr5 58161197 58161752 + -ENSG00000145632.14 PLK2 chr5 58453982 58460260 - -ENSG00000175857.8 GAPT chr5 58491435 58497090 + -ENSG00000271257.1 CTD-2117L12.3 chr5 58503295 58503700 + -ENSG00000265699.1 MIR548AE2 chr5 58530043 58530109 - -ENSG00000250127.1 CTD-2117L12.1 chr5 58541567 58558243 - -ENSG00000152932.7 RAB3C chr5 58582221 58859394 + -ENSG00000248475.5 RP11-479O16.1 chr5 58741581 58817099 - -ENSG00000240412.1 RPL5P15 chr5 58822503 58823714 + -ENSG00000248733.1 CTD-2176I21.2 chr5 58846885 58863414 - -ENSG00000113448.16 PDE4D chr5 58969038 60522120 - -ENSG00000247345.2 RP11-266N13.2 chr5 59039761 59063503 + -ENSG00000281006.1 Clostridiales-1 chr5 59200025 59200154 - -ENSG00000276214.1 CTD-2146O16.1 chr5 59314110 59314800 + -ENSG00000251306.1 NDUFB4P2 chr5 59528861 59529251 + -ENSG00000202601.3 MIR582 chr5 59703597 59703708 - -ENSG00000248935.1 CTD-2254N19.1 chr5 60021249 60033020 + -ENSG00000202017.1 RNU6-806P chr5 60304047 60304151 - -ENSG00000213896.4 RP11-546M4.1 chr5 60429903 60430276 - -ENSG00000280447.1 FKSG52 chr5 60430738 60431112 + -ENSG00000214244.4 SETP21 chr5 60459848 60460739 - -ENSG00000273701.1 PART1_1 chr5 60487713 60487929 + -ENSG00000152931.7 PART1 chr5 60487713 60547657 + -ENSG00000275634.1 PART1_2 chr5 60488078 60488327 + -ENSG00000276233.1 PART1_3 chr5 60546219 60546349 + -ENSG00000035499.12 DEPDC1B chr5 60596912 60700190 - -ENSG00000251303.1 CAB39P1 chr5 60630514 60630973 + -ENSG00000250148.1 KRT8P31 chr5 60743563 60744970 - -ENSG00000164181.13 ELOVL7 chr5 60751791 60844389 - -ENSG00000272308.1 RP11-231G3.1 chr5 60866457 60866935 - -ENSG00000049167.13 ERCC8 chr5 60873831 60945073 - -ENSG00000215032.2 GNL3LP1 chr5 60891935 60893577 - -ENSG00000233847.1 AC104113.3 chr5 60917490 60919573 + -ENSG00000164182.10 NDUFAF2 chr5 60945129 61153037 + -ENSG00000279985.1 CTC-436P18.4 chr5 61114432 61116753 - -ENSG00000276945.1 CTC-436P18.5 chr5 61145846 61146376 - -ENSG00000188725.7 SMIM15 chr5 61157709 61162474 - -ENSG00000251279.1 CTC-436P18.1 chr5 61162070 61232040 + -ENSG00000249279.5 CTC-436P18.3 chr5 61201309 61264929 - -ENSG00000130449.5 ZSWIM6 chr5 61332273 61546170 + -ENSG00000251682.1 RP11-631M6.3 chr5 61347126 61347716 + -ENSG00000277348.1 AC122718.1 chr5 61356436 61356545 + -ENSG00000250461.1 RP11-631M6.2 chr5 61375112 61375855 + -ENSG00000213891.3 RPL3P6 chr5 61390668 61391871 - -ENSG00000223200.1 AC008836.1 chr5 61557283 61557367 + -ENSG00000178722.12 C5orf64 chr5 61637708 61751763 + -ENSG00000248529.5 RP11-2O17.2 chr5 61658474 61698432 - -ENSG00000212215.1 RNU6-913P chr5 61664145 61664239 - -ENSG00000251575.2 CTD-2170G1.2 chr5 61732774 61735669 - -ENSG00000249878.1 CTD-2244C20.1 chr5 61831947 61833024 - -ENSG00000248199.1 CTD-2244C20.2 chr5 61878109 61886129 + -ENSG00000251983.1 RN7SKP157 chr5 62146665 62146946 + -ENSG00000068796.16 KIF2A chr5 62306162 62537249 + -ENSG00000086189.9 DIMT1 chr5 62387254 62403939 - -ENSG00000086200.16 IPO11 chr5 62403972 62628582 + -ENSG00000199279.1 RNU6-661P chr5 62443176 62443282 + -ENSG00000268942.2 CKS1BP3 chr5 62512246 62512482 - -ENSG00000241991.1 RP11-95I19.2 chr5 62561859 62562216 - -ENSG00000240436.1 RP11-95I19.1 chr5 62575951 62576271 - -ENSG00000186105.7 LRRC70 chr5 62578735 62581448 + -ENSG00000217416.4 ISCA1P1 chr5 62776877 62777263 - -ENSG00000249579.2 RP11-586E1.1 chr5 63022919 63023489 - -ENSG00000248185.1 CTD-2049O17.1 chr5 63301523 63302056 + -ENSG00000248285.1 RP11-158J3.2 chr5 63957893 63981043 - -ENSG00000178394.4 HTR1A chr5 63960356 63962507 - -ENSG00000164197.11 RNF180 chr5 64165844 64372869 + -ENSG00000236068.2 AC016561.1 chr5 64404512 64486615 - -ENSG00000186479.4 RGS7BP chr5 64506257 64612312 + -ENSG00000242547.3 RN7SL169P chr5 64539504 64539792 + -ENSG00000201869.1 RNU6-294P chr5 64573569 64573670 + -ENSG00000224296.3 MRPL49P1 chr5 64674853 64675387 + -ENSG00000145642.11 FAM159B chr5 64690308 64718090 + -ENSG00000153006.14 SREK1IP1 chr5 64718144 64768685 - -ENSG00000153015.15 CWC27 chr5 64768930 65018763 + -ENSG00000281653.1 AC109465.1 chr5 64839096 64839195 + -ENSG00000272370.1 RP11-307L14.1 chr5 65020038 65020551 + -ENSG00000272354.1 RP11-307L14.2 chr5 65020614 65020989 + -ENSG00000207439.1 Y_RNA chr5 65123369 65123474 + -ENSG00000049192.14 ADAMTS6 chr5 65148736 65481920 - -ENSG00000248288.1 CTD-2194F4.2 chr5 65209921 65210948 + -ENSG00000250732.1 RPEP1 chr5 65251127 65251784 - -ENSG00000205644.5 CTD-2375G15.1 chr5 65415353 65416222 + -ENSG00000250081.1 CTD-2116N20.1 chr5 65486444 65487048 - -ENSG00000123219.12 CENPK chr5 65517766 65563171 - -ENSG00000113593.11 PPWD1 chr5 65563236 65587549 + -ENSG00000113595.14 TRIM23 chr5 65589680 65625975 - -ENSG00000207352.1 RNU6-540P chr5 65604661 65604761 - -ENSG00000113597.17 TRAPPC13 chr5 65624716 65666233 + -ENSG00000253251.2 CTC-534A2.2 chr5 65624765 65630891 + -ENSG00000197860.9 SGTB chr5 65665928 65723035 - -ENSG00000123213.22 NLN chr5 65722196 65871725 + -ENSG00000251648.2 CTD-2353N24.1 chr5 65732973 65733654 + -ENSG00000269961.1 CTD-2033C11.1 chr5 65924629 65925135 - -ENSG00000112851.14 ERBB2IP chr5 65926475 66082549 + -ENSG00000252904.1 SNORA76 chr5 65961183 65961319 - -ENSG00000153914.15 SREK1 chr5 66139971 66183615 + -ENSG00000253744.1 AC025442.3 chr5 66144156 66144795 - -ENSG00000248846.2 CTD-2016O11.1 chr5 66206212 66209447 - -ENSG00000251391.4 RP11-305P14.1 chr5 66298468 66322944 + -ENSG00000250313.2 RP11-5P22.3 chr5 66507544 66511604 - -ENSG00000234838.3 RP11-5P22.1 chr5 66572057 66572546 + -ENSG00000069020.18 MAST4 chr5 66596361 67169595 + -ENSG00000248803.1 RP11-287J9.1 chr5 66622868 66623177 + -ENSG00000249057.1 MAST4-IT1 chr5 66662331 66662988 + -ENSG00000229666.1 MAST4-AS1 chr5 67001383 67003953 - -ENSG00000134061.5 CD180 chr5 67179613 67196799 - -ENSG00000251206.1 CTD-2187J20.1 chr5 67268022 67270182 + -ENSG00000249364.5 RP11-434D9.1 chr5 67379378 67805238 + -ENSG00000250978.5 RP11-357D18.1 chr5 67463809 67475592 - -ENSG00000222939.1 AC079467.1 chr5 67464522 67464608 - -ENSG00000239870.1 RP11-83M16.1 chr5 67608654 67609130 + -ENSG00000249736.1 RP11-83M16.5 chr5 67632266 67646789 - -ENSG00000249238.1 BCL9P1 chr5 67636382 67638942 + -ENSG00000250669.1 RP11-83M16.3 chr5 67690033 67690437 - -ENSG00000249721.1 RP11-83M16.4 chr5 67692812 67693200 - -ENSG00000250421.5 RP11-83M16.6 chr5 67699429 67902600 - -ENSG00000249894.1 RP11-434D9.2 chr5 67800740 67890096 - -ENSG00000273860.1 CTD-3066C23.1 chr5 67855735 67855986 + -ENSG00000223149.1 AC010376.1 chr5 67967445 67967551 + -ENSG00000253801.2 CTD-2060F24.1 chr5 68087161 68087494 - -ENSG00000252108.1 RNU6-1232P chr5 68159061 68159146 - -ENSG00000213864.3 EEF1B2P2 chr5 68159218 68159893 - -ENSG00000253787.1 RP11-404L6.2 chr5 68189876 68198407 + -ENSG00000145675.14 PIK3R1 chr5 68215720 68301821 + -ENSG00000251044.2 CTD-2582M21.1 chr5 68374765 68375292 + -ENSG00000248884.1 CTC-537E7.3 chr5 68430427 68434481 - -ENSG00000249588.1 CTC-537E7.1 chr5 68523878 68530007 + -ENSG00000248359.1 CTC-537E7.2 chr5 68531690 68533530 - -ENSG00000249335.1 CTC-340D7.1 chr5 68832585 68962158 - -ENSG00000250289.1 VWA8P1 chr5 68854910 68855085 - -ENSG00000212249.2 U8 chr5 68873954 68874087 + -ENSG00000278251.1 AC093523.1 chr5 68890139 68890224 - -ENSG00000250066.1 RP11-141O11.1 chr5 68963246 68967845 + -ENSG00000276309.1 RN7SKP251 chr5 68970439 68970752 - -ENSG00000249352.4 RP11-141O11.2 chr5 68970692 69030165 - -ENSG00000250237.1 CTC-498J12.1 chr5 69038518 69043821 - -ENSG00000249183.1 SUMO2P4 chr5 69068925 69069200 - -ENSG00000145740.18 SLC30A5 chr5 69093646 69131069 + -ENSG00000248664.1 CTC-498J12.3 chr5 69113112 69136394 - -ENSG00000220986.1 SNORA50 chr5 69160806 69160939 + -ENSG00000280894.1 SNORA76 chr5 69160808 69160939 + -ENSG00000134057.14 CCNB1 chr5 69167010 69178245 + -ENSG00000280187.1 CTC-351M12.1 chr5 69186359 69189452 - -ENSG00000153044.9 CENPH chr5 69189548 69210357 + -ENSG00000134056.11 MRPS36 chr5 69217760 69230129 + -ENSG00000134058.10 CDK7 chr5 69234795 69277430 + -ENSG00000183323.12 CCDC125 chr5 69280175 69332809 - -ENSG00000213830.3 CFL1P5 chr5 69313371 69313872 - -ENSG00000215006.4 CHCHD2P2 chr5 69333929 69334249 + -ENSG00000271045.1 RP11-1113N2.4 chr5 69349936 69350445 + -ENSG00000085231.13 AK6 chr5 69350984 69370013 - -ENSG00000273841.4 TAF9 chr5 69364743 69370013 - -ENSG00000152942.18 RAD17 chr5 69369293 69414801 + -ENSG00000152939.14 MARVELD2 chr5 69415112 69444330 + -ENSG00000244717.1 RPS27P14 chr5 69469883 69470136 + -ENSG00000249295.1 RP11-241G9.3 chr5 69477472 69502466 - -ENSG00000266477.2 RN7SL616P chr5 69478997 69479265 - -ENSG00000197822.10 OCLN chr5 69492292 69558104 + -ENSG00000212260.1 RNU6-724P chr5 69530613 69530717 - -ENSG00000183474.15 GTF2H2C chr5 69560208 69594723 + -ENSG00000248477.6 RP11-848G14.2 chr5 69607099 69624049 + -ENSG00000250138.4 RP11-848G14.5 chr5 69631963 69636399 + -ENSG00000253203.6 GUSBP3 chr5 69639459 69679259 - -ENSG00000248769.1 RP11-974F13.5 chr5 69653248 69654334 + -ENSG00000198237.8 RP11-98J23.2 chr5 69875271 69920867 + -ENSG00000251158.1 RP11-98J23.1 chr5 69898867 69903198 - -ENSG00000249230.1 CDH12P2 chr5 69985204 69985501 - -ENSG00000205572.9 SERF1B chr5 70025247 70043113 + -ENSG00000205571.12 SMN2 chr5 70049612 70078522 + -ENSG00000179978.11 RP11-1319K7.1 chr5 70094659 70128434 - -ENSG00000253492.1 CDH12P3 chr5 70132679 70132973 + -ENSG00000254701.3 RP11-1415C14.4 chr5 70197255 70207745 - -ENSG00000253816.3 RP11-1415C14.3 chr5 70219918 70258930 - -ENSG00000226259.10 GTF2H2B chr5 70415352 70448015 + -ENSG00000269983.1 RP11-497H16.9 chr5 70449636 70450353 + -ENSG00000250687.6 RP11-497H16.7 chr5 70462244 70479215 + -ENSG00000253333.1 RP11-497H16.8 chr5 70495100 70500903 - -ENSG00000196302.5 RP11-497H16.5 chr5 70516387 70555266 - -ENSG00000253366.3 RP11-589F5.4 chr5 70751184 70795914 + -ENSG00000254335.1 CDH12P1 chr5 70860285 70860579 - -ENSG00000172058.15 SERF1A chr5 70900665 70918530 + -ENSG00000172062.16 SMN1 chr5 70925030 70953942 + -ENSG00000249437.7 NAIP chr5 70968483 71025114 - -ENSG00000145736.14 GTF2H2 chr5 71032670 71067689 - -ENSG00000230847.4 RP11-195E2.1 chr5 71074225 71093193 - -ENSG00000251634.2 RP11-1280N14.3 chr5 71102898 71128753 - -ENSG00000253900.1 CDH12P4 chr5 71132993 71133287 + -ENSG00000215630.6 GUSBP9 chr5 71197646 71208130 - -ENSG00000235558.3 RP11-1198D22.1 chr5 71220356 71259238 - -ENSG00000250387.2 RP11-136K7.2 chr5 71351855 71446342 - -ENSG00000253985.1 RP11-136K7.3 chr5 71372676 71374898 - -ENSG00000169040.14 PMCHL2 chr5 71375786 71385993 + -ENSG00000265132.1 AC145141.2 chr5 71387276 71387363 - -ENSG00000249981.1 RP11-136K7.1 chr5 71445616 71446569 + -ENSG00000145734.18 BDP1 chr5 71455615 71567820 + -ENSG00000253536.1 RP11-1174L13.2 chr5 71475761 71476316 - -ENSG00000247911.3 HMGN1P12 chr5 71537652 71537846 - -ENSG00000131844.15 MCCC2 chr5 71587288 71658704 + -ENSG00000280673.1 AC143336.1 chr5 71614984 71615084 - -ENSG00000164326.4 CARTPT chr5 71719163 71721048 + -ENSG00000278824.1 RP11-1315F8.2 chr5 71754378 71756301 - -ENSG00000281845.1 AC138942.1 chr5 71831315 71831410 - -ENSG00000131711.14 MAP1B chr5 72107234 72209570 + -ENSG00000264099.1 MIR4803 chr5 72169467 72169540 + -ENSG00000113048.16 MRPS27 chr5 72219409 72320646 - -ENSG00000244748.3 RN7SL153P chr5 72314397 72314688 - -ENSG00000049883.14 PTCD2 chr5 72320367 72368395 + -ENSG00000244061.1 RP11-389C8.1 chr5 72381794 72382393 + -ENSG00000251108.1 YBX1P5 chr5 72417489 72418335 + -ENSG00000261269.1 RP11-389C8.2 chr5 72439903 72442387 - -ENSG00000178175.11 ZNF366 chr5 72442652 72507727 - -ENSG00000248371.5 CTC-347C20.2 chr5 72574120 72660669 - -ENSG00000251613.3 CTC-347C20.1 chr5 72687112 72762727 - -ENSG00000226544.4 RPL7P22 chr5 72725419 72726151 + -ENSG00000223497.1 AC063979.1 chr5 72733833 72734209 + -ENSG00000206770.1 Y_RNA chr5 72768702 72768811 + -ENSG00000249085.1 CTD-2631K10.1 chr5 72794405 72816565 - -ENSG00000083312.17 TNPO1 chr5 72816312 72916733 + -ENSG00000263593.1 MIR4804 chr5 72878591 72878663 + -ENSG00000242602.1 CTD-2339M3.1 chr5 72878868 72879185 - -ENSG00000271926.1 CTD-2376I4.1 chr5 72953635 72954274 - -ENSG00000272081.1 CTD-2376I4.2 chr5 72955206 72955699 - -ENSG00000157107.13 FCHO2 chr5 72955981 73090522 + -ENSG00000251467.1 CTC-250P20.2 chr5 72996920 72997642 + -ENSG00000248930.1 CTC-250P20.1 chr5 73020700 73021279 - -ENSG00000200833.2 Y_RNA chr5 73100073 73100183 + -ENSG00000157111.12 TMEM171 chr5 73120292 73131817 + -ENSG00000251599.1 RP11-232L2.2 chr5 73132008 73150592 - -ENSG00000250747.1 RP11-232L2.1 chr5 73152416 73152938 - -ENSG00000238738.1 AC116345.1 chr5 73154111 73154184 - -ENSG00000164325.7 TMEM174 chr5 73173195 73175143 + -ENSG00000249743.5 RP11-60A8.1 chr5 73213947 73294934 + -ENSG00000251543.1 RP11-60A8.2 chr5 73337906 73338533 + -ENSG00000249149.2 RP11-79P5.3 chr5 73382384 73410509 + -ENSG00000251493.3 FOXD1 chr5 73444827 73448362 - -ENSG00000247993.2 FOXD1-AS1 chr5 73446357 73446984 + -ENSG00000251604.1 LINC01385 chr5 73451498 73453395 + -ENSG00000251324.1 LINC01386 chr5 73454187 73472896 - -ENSG00000272525.1 RP11-79P5.9 chr5 73497550 73498293 - -ENSG00000145741.15 BTF3 chr5 73498408 73505635 + -ENSG00000255883.1 RP11-79P5.10 chr5 73508685 73509254 + -ENSG00000164331.9 ANKRA2 chr5 73552335 73565686 - -ENSG00000164338.9 UTP15 chr5 73565443 73583377 + -ENSG00000214944.9 ARHGEF28 chr5 73626158 73941993 + -ENSG00000249293.1 CTC-575I10.1 chr5 73778039 73786491 - -ENSG00000184084.7 CTD-2372A4.1 chr5 73803296 73803599 - -ENSG00000238913.1 RNU7-196P chr5 73828012 73828073 - -ENSG00000259968.3 RP11-428C6.2 chr5 73952940 73954014 + -ENSG00000248474.1 CTD-2292M14.1 chr5 74084068 74103216 - -ENSG00000248942.1 LINC01335 chr5 74306410 74308325 - -ENSG00000244326.3 RN7SL814P chr5 74317986 74318285 + -ENSG00000251041.1 CTD-2275D24.1 chr5 74321631 74340152 + -ENSG00000249343.1 LINC01333 chr5 74322486 74328297 + -ENSG00000250446.1 LINC01332 chr5 74327995 74334766 - -ENSG00000248673.1 LINC01331 chr5 74369376 74536976 - -ENSG00000171617.13 ENC1 chr5 74627406 74641424 - -ENSG00000049860.13 HEXB chr5 74640023 74722647 + -ENSG00000164347.17 GFM2 chr5 74721204 74767371 - -ENSG00000207336.1 RNU6-658P chr5 74725099 74725204 - -ENSG00000164346.9 NSA2 chr5 74766991 74780113 + -ENSG00000198780.11 FAM169A chr5 74777574 74866951 - -ENSG00000199645.1 RNU6-1330P chr5 74779309 74779413 + -ENSG00000250071.1 CTD-2060C23.1 chr5 74798994 74800100 + -ENSG00000271714.1 CTD-2377O17.1 chr5 74865893 74867854 + -ENSG00000212363.1 SNORA40 chr5 74882656 74882783 - -ENSG00000249856.1 CTD-2503O16.4 chr5 74917726 75023928 - -ENSG00000196390.6 CTD-2503O16.3 chr5 74929880 74930566 + -ENSG00000239517.1 CTD-2503O16.1 chr5 74931662 74931817 + -ENSG00000182383.8 RPL27AP5 chr5 74990189 74990637 - -ENSG00000249157.1 RP11-229C3.4 chr5 75006713 75007012 - -ENSG00000176928.5 GCNT4 chr5 75025346 75030899 - -ENSG00000250889.2 LINC01336 chr5 75047719 75052843 - -ENSG00000145700.9 ANKRD31 chr5 75068275 75236878 - -ENSG00000251663.1 SUMO2P5 chr5 75225424 75225668 + -ENSG00000247372.2 CTD-2235C13.2 chr5 75320155 75336914 - -ENSG00000113161.15 HMGCR chr5 75336329 75362104 + -ENSG00000271815.1 CTD-2235C13.3 chr5 75363760 75364242 + -ENSG00000113163.15 COL4A3BP chr5 75368486 75512138 - -ENSG00000242198.1 CTD-2235C13.1 chr5 75374463 75374809 + -ENSG00000122008.15 POLK chr5 75511756 75601144 + -ENSG00000251724.1 RNU7-175P chr5 75538598 75538658 - -ENSG00000248881.1 CTC-366B18.2 chr5 75598482 75599380 - -ENSG00000272040.1 CTC-366B18.4 chr5 75608817 75609983 + -ENSG00000189045.13 ANKDD1B chr5 75611459 75671846 + -ENSG00000152359.14 POC5 chr5 75674124 75717481 - -ENSG00000207333.1 RNU6-680P chr5 75709495 75709599 - -ENSG00000251078.1 SLC25A5P9 chr5 75752570 75753479 - -ENSG00000251419.1 RP11-524L6.4 chr5 75831255 75832764 - -ENSG00000249301.1 RP11-524L6.3 chr5 75910283 75910576 - -ENSG00000248684.1 BIN2P2 chr5 75910565 75911867 + -ENSG00000228367.3 RP11-524L6.2 chr5 75920670 75921660 - -ENSG00000249777.1 SAP18P1 chr5 76075531 76075920 + -ENSG00000251342.1 CTC-235G5.2 chr5 76078666 76079763 + -ENSG00000248127.1 CTC-235G5.3 chr5 76081946 76084186 - -ENSG00000122012.13 SV2C chr5 76083172 76353939 + -ENSG00000252833.1 RNA5SP186 chr5 76091708 76091801 - -ENSG00000254893.5 AC113404.1 chr5 76170093 76174331 - -ENSG00000251668.2 RP11-466P24.5 chr5 76170930 76171106 + -ENSG00000249014.2 HMGN2P4 chr5 76242024 76242404 - -ENSG00000251107.1 PDCD5P2 chr5 76280956 76281267 + -ENSG00000250348.1 RP11-466P24.6 chr5 76285542 76311462 - -ENSG00000251235.3 SNRPCP2 chr5 76376675 76377149 + -ENSG00000145703.15 IQGAP2 chr5 76403249 76708132 + -ENSG00000250574.1 CTD-2275D10.2 chr5 76510440 76510766 + -ENSG00000249713.1 CTD-2236F14.1 chr5 76606608 76608970 - -ENSG00000164220.6 F2RL2 chr5 76615482 76623434 - -ENSG00000225407.3 CTD-2384B11.2 chr5 76691439 76716215 - -ENSG00000277188.1 NCRUPAR_1 chr5 76712195 76712327 + -ENSG00000278237.1 NCRUPAR_2 chr5 76712763 76712861 + -ENSG00000181104.6 F2R chr5 76716043 76735781 + -ENSG00000164251.4 F2RL1 chr5 76818933 76835315 + -ENSG00000264391.2 RN7SL208P chr5 76836900 76837195 - -ENSG00000171643.13 S100Z chr5 76850001 76921650 + -ENSG00000252684.1 RNU6ATAC36P chr5 76948791 76948870 + -ENSG00000145708.10 CRHBP chr5 76952713 76981158 + -ENSG00000164252.12 AGGF1 chr5 77029251 77065234 + -ENSG00000132846.5 ZBED3 chr5 77072072 77087323 - -ENSG00000250615.1 CTC-564N23.2 chr5 77073881 77074520 + -ENSG00000238961.1 SNORA47 chr5 77080434 77080571 - -ENSG00000250802.6 ZBED3-AS1 chr5 77086740 77166909 + -ENSG00000222316.1 AC008581.1 chr5 77137967 77138076 + -ENSG00000251566.1 HMGB1P35 chr5 77146568 77147165 + -ENSG00000113231.13 PDE8B chr5 77210449 77429807 + -ENSG00000251400.1 ALDH7A1P1 chr5 77290268 77291800 + -ENSG00000164253.12 WDR41 chr5 77425970 77620611 - -ENSG00000244019.1 RPS2P24 chr5 77545397 77546266 + -ENSG00000244363.3 RPL7P23 chr5 77582376 77583122 + -ENSG00000171540.7 OTP chr5 77628712 77639688 - -ENSG00000171530.13 TBCA chr5 77691166 77868780 - -ENSG00000213763.4 ACTBP2 chr5 77784881 77786003 + -ENSG00000253572.2 RP11-107N7.1 chr5 77942757 77946438 - -ENSG00000132842.13 AP3B1 chr5 78000525 78294755 - -ENSG00000253558.1 CTD-2179L22.1 chr5 78041879 78044138 - -ENSG00000222085.1 AC024568.1 chr5 78056624 78056746 - -ENSG00000249372.1 ATP6V1G1P6 chr5 78222184 78222517 + -ENSG00000251605.1 CTD-2037K23.1 chr5 78307503 78307914 + -ENSG00000200331.1 RNU6-183P chr5 78314916 78315025 - -ENSG00000206714.1 Y_RNA chr5 78317036 78317137 + -ENSG00000245556.2 SCAMP1-AS1 chr5 78342365 78360507 - -ENSG00000085365.17 SCAMP1 chr5 78360583 78479071 + -ENSG00000145685.13 LHFPL2 chr5 78485215 78770021 - -ENSG00000248909.1 HMGB1P21 chr5 78644265 78644845 - -ENSG00000254170.1 CTD-2073O6.1 chr5 78708734 78716082 - -ENSG00000254310.1 CTD-2045M21.1 chr5 78753596 78753873 + -ENSG00000113273.15 ARSB chr5 78777209 78986087 - -ENSG00000132837.14 DMGDH chr5 78997606 79236038 - -ENSG00000214890.3 CTD-2299I21.1 chr5 79000112 79001124 - -ENSG00000132840.9 BHMT2 chr5 79069717 79089466 + -ENSG00000145692.14 BHMT chr5 79111779 79132290 + -ENSG00000201955.1 RNY3P1 chr5 79170234 79170335 - -ENSG00000249829.2 CTC-422A18.1 chr5 79191549 79191747 + -ENSG00000206592.1 SNORA18 chr5 79220942 79221073 + -ENSG00000250330.1 CTC-422A18.2 chr5 79229904 79230588 + -ENSG00000152409.8 JMY chr5 79236189 79327215 + -ENSG00000213757.3 CTC-451P13.1 chr5 79284132 79284918 - -ENSG00000152413.14 HOMER1 chr5 79372636 79514217 - -ENSG00000213755.3 RP11-342F17.1 chr5 79510434 79510919 + -ENSG00000243160.1 RP11-342F17.2 chr5 79529302 79530093 + -ENSG00000275447.1 AC093270.1 chr5 79532251 79532362 + -ENSG00000207391.1 Y_RNA chr5 79534853 79534954 + -ENSG00000277818.1 Y_RNA chr5 79562745 79562846 - -ENSG00000164329.13 PAPD4 chr5 79612120 79686648 + -ENSG00000164309.14 CMYA5 chr5 79689877 79800240 + -ENSG00000250258.1 CTC-431G16.2 chr5 79774348 79816190 - -ENSG00000238254.3 CTC-431G16.3 chr5 79849552 79849846 - -ENSG00000250888.1 LINC01455 chr5 79936579 79967626 + -ENSG00000177034.14 MTX3 chr5 79976731 79991262 - -ENSG00000113296.14 THBS4 chr5 79991311 80083287 + -ENSG00000251050.1 RP11-168A11.4 chr5 80019609 80019920 + -ENSG00000249778.1 TRMT112P2 chr5 80033171 80033302 - -ENSG00000249825.5 CTD-2201I18.1 chr5 80052374 80083654 - -ENSG00000164300.15 SERINC5 chr5 80111651 80256079 - -ENSG00000251675.1 CTC-458I2.2 chr5 80128361 80143883 + -ENSG00000249438.2 KRT18P45 chr5 80288449 80289781 + -ENSG00000184188.6 CTC-512J14.7 chr5 80299678 80302847 - -ENSG00000251828.1 SNORA31 chr5 80306235 80306368 - -ENSG00000244076.1 CTC-512J14.1 chr5 80315671 80315826 + -ENSG00000164299.6 SPZ1 chr5 80319625 80321842 + -ENSG00000227087.4 RBMX2P5 chr5 80331573 80332541 - -ENSG00000248569.1 CTC-512J14.5 chr5 80351021 80351956 - -ENSG00000220157.4 HNRNPA1P12 chr5 80359080 80360040 - -ENSG00000206774.1 RNU6-211P chr5 80365726 80365832 - -ENSG00000039319.16 ZFYVE16 chr5 80408013 80479350 + -ENSG00000249042.5 CTD-2015H6.3 chr5 80482293 80488063 - -ENSG00000152380.9 FAM151B chr5 80487969 80542563 + -ENSG00000242706.2 CTD-2015H6.2 chr5 80498534 80498971 - -ENSG00000240003.2 RPL7P24 chr5 80500332 80501400 + -ENSG00000189127.7 ANKRD34B chr5 80556755 80570488 - -ENSG00000251366.1 DBIP2 chr5 80603383 80603644 - -ENSG00000251221.1 LINC01337 chr5 80608623 80622524 - -ENSG00000228716.6 DHFR chr5 80626228 80654983 - -ENSG00000249655.1 CTC-325J23.2 chr5 80630313 80631590 - -ENSG00000271043.2 MTRNR2L2 chr5 80650000 80650086 - -ENSG00000113318.9 MSH3 chr5 80654648 80876460 + -ENSG00000248967.1 RP11-241J12.3 chr5 80746339 80746819 - -ENSG00000244630.2 RP11-241J12.1 chr5 80855507 80855843 - -ENSG00000251450.1 RASGRF2-AS1 chr5 80947697 80960907 - -ENSG00000113319.11 RASGRF2 chr5 80960672 81230156 + -ENSG00000251001.1 CTD-2193P3.1 chr5 80997183 80998047 - -ENSG00000249772.1 CTD-2193P3.2 chr5 81113385 81114852 - -ENSG00000247572.7 CKMT2-AS1 chr5 81204084 81301560 - -ENSG00000131730.15 CKMT2 chr5 81233285 81266397 + -ENSG00000248794.1 CTD-2248H3.1 chr5 81242330 81242599 - -ENSG00000131732.11 ZCCHC9 chr5 81301590 81313297 + -ENSG00000172497.8 ACOT12 chr5 81330005 81394179 - -ENSG00000145687.15 SSBP2 chr5 81413021 81751797 - -ENSG00000249483.1 CTD-2249K22.1 chr5 81851601 81852201 + -ENSG00000214857.4 SHFM1P1 chr5 81892490 81892721 + -ENSG00000152348.15 ATG10 chr5 81972025 82276857 + -ENSG00000264142.1 AC114969.1 chr5 81978250 81978319 + -ENSG00000236447.2 ATG10-IT1 chr5 81991995 81992481 + -ENSG00000251495.1 PPIAP11 chr5 82009602 82010094 - -ENSG00000248192.1 ATG10-AS1 chr5 82073055 82073702 - -ENSG00000265684.2 RN7SL378P chr5 82078427 82078724 + -ENSG00000251374.1 RPS23P5 chr5 82265157 82265259 - -ENSG00000186468.12 RPS23 chr5 82273358 82278577 - -ENSG00000205464.11 ATP6AP1L chr5 82279462 82386977 + -ENSG00000248393.1 CTD-2015A6.1 chr5 82545862 82546310 - -ENSG00000248870.1 CTD-2015A6.2 chr5 82586776 82587411 - -ENSG00000249100.1 CTD-2218K11.2 chr5 82765404 82766333 + -ENSG00000240411.2 RPL5P16 chr5 82777797 82778586 + -ENSG00000248105.1 CTD-2218K11.3 chr5 82824884 82825184 + -ENSG00000281327.1 LINC01338 chr5 82850864 82859836 - -ENSG00000248112.1 RP11-78C3.1 chr5 82919376 82921119 - -ENSG00000249857.1 CTD-2227C6.3 chr5 82940458 82940983 - -ENSG00000248400.2 ST13P12 chr5 82968888 82977153 + -ENSG00000249664.1 CTD-2227C6.2 chr5 83012285 83013109 - -ENSG00000271862.1 RP11-343L5.2 chr5 83049376 83050964 - -ENSG00000174695.9 TMEM167A chr5 83052846 83077863 - -ENSG00000238835.1 SCARNA18 chr5 83064204 83064337 - -ENSG00000152422.15 XRCC4 chr5 83077498 83353787 + -ENSG00000243385.2 CTD-2110K23.1 chr5 83201229 83202141 + -ENSG00000251552.1 COQ10BP2 chr5 83279921 83280644 - -ENSG00000251395.1 FTH1P9 chr5 83426676 83427030 + -ENSG00000038427.15 VCAN chr5 83471465 83582303 + -ENSG00000249835.2 VCAN-AS1 chr5 83531352 83581320 - -ENSG00000281872.1 AC020921.1 chr5 83593344 83593472 + -ENSG00000145681.10 HAPLN1 chr5 83637805 83721613 - -ENSG00000253073.1 RN7SKP295 chr5 83685866 83686018 + -ENSG00000206744.1 RNU6-620P chr5 83703448 83703543 + -ENSG00000242858.1 CTC-484M2.1 chr5 83746388 83746989 - -ENSG00000202157.1 RNU4-11P chr5 83803554 83803685 + -ENSG00000250013.1 RP11-456A14.1 chr5 83875166 83875821 - -ENSG00000164176.12 EDIL3 chr5 83940554 84384793 - -ENSG00000216125.2 AC109496.1 chr5 83973796 83973886 - -ENSG00000252861.1 RNU6-448P chr5 84196883 84196989 + -ENSG00000250320.5 CTD-2269F5.1 chr5 84384427 84490765 + -ENSG00000214853.4 RP11-509M23.1 chr5 84999920 85000295 - -ENSG00000249349.1 CTC-384G19.1 chr5 85112342 85112756 - -ENSG00000248674.1 RBBP4P6 chr5 85190629 85190830 - -ENSG00000250253.3 RP11-1072N2.2 chr5 85210060 85210903 - -ENSG00000249792.1 RP11-1072N2.3 chr5 85212958 85213614 - -ENSG00000248170.1 RP11-1072N2.4 chr5 85237681 85238074 - -ENSG00000248667.1 CTD-2331D11.2 chr5 85420028 85420451 - -ENSG00000249023.1 CTD-2331D11.3 chr5 85429702 85430184 + -ENSG00000249842.1 CTD-2331D11.4 chr5 85446974 85447758 + -ENSG00000243859.3 RPL5P17 chr5 85464434 85465310 + -ENSG00000215953.1 AC026700.1 chr5 85528044 85528134 - -ENSG00000251066.1 CTC-534B23.1 chr5 85549409 85549952 + -ENSG00000250874.1 CTC-480C2.1 chr5 85663232 85664684 + -ENSG00000241965.2 RPS2P25 chr5 85762559 85763138 + -ENSG00000249153.1 CTD-2036A18.2 chr5 85848502 85849199 + -ENSG00000250359.1 PTP4A1P4 chr5 86087526 86087847 + -ENSG00000205449.11 NBPF22P chr5 86282460 86296463 + -ENSG00000280009.1 CTD-2123J17.2 chr5 86305233 86306149 - -ENSG00000248195.1 CTC-261N6.3 chr5 86335024 86335808 + -ENSG00000248363.5 CTC-261N6.1 chr5 86353803 86368854 + -ENSG00000250124.1 CTC-261N6.2 chr5 86380660 86381426 - -ENSG00000251585.1 CTD-2299E8.1 chr5 86402465 86402960 + -ENSG00000127184.10 COX7C chr5 86617904 86620962 + -ENSG00000207013.1 RNU6-804P chr5 86663144 86663250 - -ENSG00000250544.1 CTC-493L21.1 chr5 86746818 86749772 + -ENSG00000248701.1 CTC-493L21.2 chr5 86797685 86800280 + -ENSG00000242477.1 CTD-2161E19.1 chr5 86884231 86884881 - -ENSG00000249061.1 RP11-72L22.1 chr5 86967321 87137712 + -ENSG00000251951.1 RN7SKP34 chr5 87102603 87102846 - -ENSG00000265919.1 MIR4280 chr5 87114879 87114954 - -ENSG00000233828.3 CTC-242N15.1 chr5 87205408 87240145 - -ENSG00000145715.14 RASA1 chr5 87267888 87391931 + -ENSG00000241243.3 RN7SL629P chr5 87294189 87294473 - -ENSG00000207452.1 RNU6-606P chr5 87299687 87299797 - -ENSG00000272367.1 CTC-428H11.2 chr5 87376256 87377180 - -ENSG00000134480.13 CCNH chr5 87391494 87413019 - -ENSG00000200462.1 RNU6-727P chr5 87420341 87420447 - -ENSG00000249362.1 CTD-2316B1.1 chr5 87662042 87679147 + -ENSG00000248708.1 CTD-2316B1.2 chr5 87713135 87733269 - -ENSG00000164180.13 TMEM161B chr5 88189633 88269476 - -ENSG00000247828.7 TMEM161B-AS1 chr5 88268895 88436685 + -ENSG00000207129.1 RNA5SP187 chr5 88274258 88274376 - -ENSG00000240083.2 RPS3AP22 chr5 88381957 88382725 + -ENSG00000206958.1 SNORA70 chr5 88382772 88382907 + -ENSG00000250306.1 CTC-498M16.3 chr5 88382948 88383260 + -ENSG00000250156.3 CTC-498M16.2 chr5 88408982 88439090 - -ENSG00000271904.1 CTC-498M16.4 chr5 88433892 88498697 - -ENSG00000245526.8 LINC00461 chr5 88507546 88691041 - -ENSG00000250705.1 CTC-470C15.1 chr5 88602780 88603117 + -ENSG00000273878.1 MIR9-2 chr5 88666853 88666939 - -ENSG00000245864.2 CTC-467M3.1 chr5 88676218 88722831 + -ENSG00000250377.1 CTC-467M3.3 chr5 88692645 88693972 - -ENSG00000250555.2 CTC-467M3.2 chr5 88692651 88692859 + -ENSG00000081189.13 MEF2C chr5 88717117 88904257 - -ENSG00000248309.5 MEF2C-AS1 chr5 88883328 89466398 + -ENSG00000250831.1 CTD-2232E5.2 chr5 89466537 89470039 - -ENSG00000250437.1 RP11-116A1.1 chr5 89581209 89677701 + -ENSG00000277793.1 AC112179.1 chr5 89749398 89749502 - -ENSG00000214942.4 AC113167.1 chr5 89900664 89904908 + -ENSG00000249265.1 AC113167.2 chr5 89944910 89947573 + -ENSG00000264342.2 MIR3660 chr5 90016621 90016731 - -ENSG00000248555.6 LINC01339 chr5 90158339 90290071 - -ENSG00000253321.1 RP11-61G23.2 chr5 90353037 90356609 - -ENSG00000260871.1 CTD-2373J6.1 chr5 90388468 90389363 - -ENSG00000153140.8 CETN3 chr5 90392261 90409786 - -ENSG00000255647.3 CTD-2373J6.2 chr5 90410000 90410669 + -ENSG00000176055.9 MBLAC2 chr5 90458203 90474768 - -ENSG00000113356.10 POLR3G chr5 90471748 90514553 + -ENSG00000176018.12 LYSMD3 chr5 90515611 90529584 - -ENSG00000164199.15 ADGRV1 chr5 90529344 91164221 + -ENSG00000276922.1 AC099512.1 chr5 90860616 90860727 - -ENSG00000249514.1 CTD-2266L18.1 chr5 91030990 91031307 - -ENSG00000212930.3 RP11-414H23.2 chr5 91223419 91223967 + -ENSG00000251093.1 RP11-414H23.3 chr5 91226475 91227071 - -ENSG00000199643.1 RNU4-90P chr5 91270727 91270867 + -ENSG00000234292.3 RP11-213H15.1 chr5 91280097 91281142 - -ENSG00000248323.5 LUCAT1 chr5 91303029 91314402 - -ENSG00000271762.1 RP11-213H15.4 chr5 91313057 91314402 - -ENSG00000277001.1 Metazoa_SRP chr5 91314716 91314997 - -ENSG00000240388.2 CTD-2061E19.1 chr5 91354478 91354934 + -ENSG00000241059.2 CTD-2061E19.6 chr5 91355380 91356026 + -ENSG00000113369.8 ARRDC3 chr5 91368724 91383359 - -ENSG00000281357.2 ARRDC3-AS1 chr5 91380349 91439085 + -ENSG00000251356.1 RAB5CP2 chr5 91476382 91477018 + -ENSG00000248826.2 PCBP2P3 chr5 91843687 91844529 - -ENSG00000276426.1 uc_338 chr5 91844022 91844116 - -ENSG00000250049.5 RP11-348J24.2 chr5 92082597 92479426 + -ENSG00000248864.1 RP11-348J24.1 chr5 92329230 92332584 + -ENSG00000264489.2 AC120120.1 chr5 92405941 92406044 - -ENSG00000249776.5 RP11-133F8.2 chr5 92410256 92660863 - -ENSG00000249169.1 CTC-529L17.1 chr5 92654848 92679141 + -ENSG00000249984.1 CTC-529L17.2 chr5 92675956 92688254 - -ENSG00000248588.1 CTC-458G6.4 chr5 92826255 92844004 + -ENSG00000248950.1 LDHBP3 chr5 92840807 92841628 - -ENSG00000249958.1 CCT7P2 chr5 92889387 92890840 - -ENSG00000248528.1 CTC-458G6.2 chr5 92907180 92939591 - -ENSG00000251361.1 CTD-2091N23.1 chr5 93019663 93068669 - -ENSG00000213730.3 POLD2P1 chr5 93267429 93268425 + -ENSG00000237187.8 NR2F1-AS1 chr5 93409359 93585648 - -ENSG00000175745.11 NR2F1 chr5 93583337 93594615 + -ENSG00000278905.1 RP11-65F13.3 chr5 93600357 93603598 + -ENSG00000113391.16 FAM172A chr5 93618069 94111699 - -ENSG00000251725.1 MIR2277 chr5 93620696 93620788 - -ENSG00000249353.2 NPM1P27 chr5 93682838 93683667 - -ENSG00000248483.5 POU5F2 chr5 93734806 93741637 - -ENSG00000272406.1 RP11-185E12.2 chr5 93741640 93743500 + -ENSG00000251023.1 RP11-549J18.1 chr5 93860669 93863825 - -ENSG00000185261.13 KIAA0825 chr5 94152966 94618604 - -ENSG00000251544.1 MTND5P12 chr5 94567461 94568909 + -ENSG00000254132.1 MTND6P3 chr5 94568929 94569470 - -ENSG00000251340.1 RP11-461G12.2 chr5 94569540 94570676 + -ENSG00000232578.4 CTC-303L1.1 chr5 94592771 94594791 + -ENSG00000270133.1 CTC-303L1.2 chr5 94611906 94618122 - -ENSG00000133302.12 ANKRD32 chr5 94618347 94739436 + -ENSG00000175471.19 MCTP1 chr5 94703741 95284575 - -ENSG00000249175.1 CTC-484P3.3 chr5 94788789 94793599 + -ENSG00000243806.1 RPL7P18 chr5 94825961 94826694 - -ENSG00000276514.1 uc_338 chr5 94877599 94877777 - -ENSG00000249545.1 CTC-558O19.1 chr5 94979151 94980893 + -ENSG00000153347.9 FAM81B chr5 95391344 95450454 + -ENSG00000225165.3 CTD-2538A21.1 chr5 95440044 95440687 + -ENSG00000198677.10 TTC37 chr5 95463895 95555007 - -ENSG00000212259.1 RNU6-308P chr5 95521369 95521475 + -ENSG00000164291.16 ARSK chr5 95555074 95605064 + -ENSG00000274992.1 AC008547.1 chr5 95608159 95608259 - -ENSG00000178015.4 GPR150 chr5 95620078 95622142 + -ENSG00000175449.13 RFESD chr5 95646754 95684773 + -ENSG00000145757.15 SPATA9 chr5 95652181 95698711 - -ENSG00000250240.5 CTD-2154I11.2 chr5 95701249 95732295 - -ENSG00000164292.12 RHOBTB3 chr5 95713522 95824383 + -ENSG00000173221.13 GLRX chr5 95751319 95823005 - -ENSG00000251348.1 HSPD1P11 chr5 95768999 95770700 + -ENSG00000251000.1 AC008592.3 chr5 95834424 95835046 - -ENSG00000251409.1 AC008592.4 chr5 95835943 95852721 - -ENSG00000272021.1 AC008592.8 chr5 95849309 95849855 + -ENSG00000236882.7 LINC01554 chr5 95852232 95860133 + -ENSG00000250362.1 AC008592.5 chr5 95861786 95874519 + -ENSG00000118985.14 ELL2 chr5 95885098 95962071 - -ENSG00000251314.2 CTD-2337A12.1 chr5 95962001 96631085 + -ENSG00000250955.1 AC008592.7 chr5 95964999 95986311 - -ENSG00000213716.3 FABP5P5 chr5 95973041 95973446 - -ENSG00000250551.1 RP11-254I22.1 chr5 96050115 96215519 + -ENSG00000207578.1 MIR583 chr5 96079138 96079212 + -ENSG00000206997.1 RNU6-524P chr5 96210121 96210227 - -ENSG00000249746.1 RP11-254I22.3 chr5 96213346 96215075 - -ENSG00000250158.1 RP11-254I22.2 chr5 96247776 96278751 + -ENSG00000175426.10 PCSK1 chr5 96390415 96434143 - -ENSG00000153113.23 CAST chr5 96525267 96779595 + -ENSG00000238518.1 AC020900.1 chr5 96590192 96590276 - -ENSG00000249180.1 CTC-506B8.1 chr5 96741079 96742698 - -ENSG00000164307.12 ERAP1 chr5 96760810 96808100 - -ENSG00000248734.2 CTD-2260A17.1 chr5 96784777 96785999 + -ENSG00000281288.1 AC008906.1 chr5 96802960 96803102 + -ENSG00000272109.1 CTD-2260A17.3 chr5 96804353 96806105 + -ENSG00000247121.6 CTD-2260A17.2 chr5 96814028 96935809 - -ENSG00000164308.16 ERAP2 chr5 96875939 96919716 + -ENSG00000113441.15 LNPEP chr5 96935394 97037515 + -ENSG00000227836.1 AC008850.3 chr5 96942299 96943184 + -ENSG00000200884.1 Y_RNA chr5 96962656 96962757 - -ENSG00000213701.4 SETP22 chr5 97056402 97057358 - -ENSG00000251513.2 CTD-2215E18.1 chr5 97089075 97437217 + -ENSG00000281286.1 AC008865.1 chr5 97091175 97091303 + -ENSG00000145721.11 LIX1 chr5 97091867 97142872 - -ENSG00000058729.10 RIOK2 chr5 97160867 97183260 - -ENSG00000206698.1 RNU1-73P chr5 97175950 97176113 - -ENSG00000248758.1 CTD-2215E18.2 chr5 97188090 97201880 - -ENSG00000251054.1 CTD-2215E18.3 chr5 97223371 97227957 - -ENSG00000249761.1 CTD-2278B20.1 chr5 97336858 97337040 - -ENSG00000251389.1 YTHDF1P1 chr5 97368776 97370421 + -ENSG00000249977.1 RP11-155G15.3 chr5 97449358 97449741 - -ENSG00000250331.1 LINC01340 chr5 97504696 97671046 + -ENSG00000248931.1 RP11-72K17.2 chr5 97677547 97678681 - -ENSG00000251193.1 RP11-72K17.1 chr5 97737894 97738913 + -ENSG00000248202.1 RP11-455B3.1 chr5 97881420 97922695 + -ENSG00000249101.1 AC008834.2 chr5 98025965 98026139 + -ENSG00000248901.1 AC008834.1 chr5 98086260 98161193 - -ENSG00000249135.1 RP11-274E7.1 chr5 98203059 98205193 + -ENSG00000238000.1 RP11-274E7.2 chr5 98213402 98214121 + -ENSG00000176183.8 CH17-12M21.1 chr5 98338744 98339832 + -ENSG00000250221.1 KRT8P32 chr5 98392070 98393530 - -ENSG00000250830.1 MRPS35P2 chr5 98402542 98402732 - -ENSG00000249990.1 RP11-474J18.2 chr5 98409675 98410100 - -ENSG00000249448.1 RP11-474J18.1 chr5 98410235 98411792 - -ENSG00000251102.1 CTBP2P4 chr5 98576341 98577260 + -ENSG00000223053.1 AC022142.1 chr5 98639097 98639231 - -ENSG00000251553.1 CTC-463N11.1 chr5 98679402 98681367 + -ENSG00000174136.11 RGMB chr5 98768650 98798643 + -ENSG00000246763.6 RGMB-AS1 chr5 98769618 98773469 - -ENSG00000279232.1 DKFZp434P228 chr5 98792863 98795766 - -ENSG00000250162.1 CSNK1A1P3 chr5 98833382 98833711 + -ENSG00000153922.10 CHD1 chr5 98853985 98928957 - -ENSG00000222610.1 RNU6-402P chr5 98889731 98889833 + -ENSG00000248489.1 CTD-2007H13.3 chr5 98929171 98995013 + -ENSG00000200351.1 Y_RNA chr5 98936638 98936747 - -ENSG00000241597.2 CTD-2007H13.1 chr5 98954394 98954972 + -ENSG00000249444.2 RP11-93O17.1 chr5 99489559 99499367 + -ENSG00000206356.5 RP11-93O17.2 chr5 99522311 99525462 - -ENSG00000227762.4 GUSBP8 chr5 99532628 99534611 + -ENSG00000249515.1 CTD-2151A2.1 chr5 99549432 99577957 + -ENSG00000248236.1 CTD-2151A2.2 chr5 99594329 99594740 - -ENSG00000248928.1 CTD-2151A2.3 chr5 99594880 99595297 + -ENSG00000250391.1 CTD-2160D9.1 chr5 99948295 99949583 - -ENSG00000249963.1 EEF1A1P20 chr5 99996547 99997932 + -ENSG00000199378.1 Y_RNA chr5 100021804 100021906 + -ENSG00000270232.1 RP11-475J5.7 chr5 100045928 100046374 - -ENSG00000270230.1 RP11-475J5.11 chr5 100046450 100046970 + -ENSG00000271687.1 MTND5P10 chr5 100046977 100048785 - -ENSG00000270906.1 RP11-475J5.6 chr5 100048988 100050362 - -ENSG00000270350.1 RP11-475J5.9 chr5 100050359 100050650 - -ENSG00000264839.1 AC113407.1 chr5 100050365 100050438 + -ENSG00000271480.1 RP11-475J5.10 chr5 100050719 100051063 - -ENSG00000270388.1 RP11-475J5.8 chr5 100051133 100051916 - -ENSG00000270307.1 MTATP6P2 chr5 100051920 100052597 - -ENSG00000270225.1 RP11-475J5.4 chr5 100052859 100053539 - -ENSG00000271207.1 RP11-475J5.5 chr5 100053686 100055045 - -ENSG00000274455.1 CTD-2012B7.1 chr5 100062275 100067954 - -ENSG00000207077.1 RNU6-1119P chr5 100153672 100153779 + -ENSG00000275374.1 RP11-346J10.2 chr5 100375700 100381398 - -ENSG00000273957.1 RP11-346J10.3 chr5 100388853 100389938 + -ENSG00000249787.1 RP11-346J10.1 chr5 100401441 100408899 + -ENSG00000247877.6 CTD-2001C12.1 chr5 100449754 100535262 - -ENSG00000174132.8 FAM174A chr5 100535305 100586741 + -ENSG00000250806.2 CTC-293G12.1 chr5 100654112 100657970 - -ENSG00000207269.1 RN7SKP62 chr5 100733058 100733386 + -ENSG00000113532.12 ST8SIA4 chr5 100806935 100903266 - -ENSG00000221263.1 MIR548P chr5 100816482 100816565 - -ENSG00000277212.1 AC116311.1 chr5 101288712 101288821 + -ENSG00000277506.1 RN7SL802P chr5 101581830 101582128 + -ENSG00000251261.4 OR7H2P chr5 101816475 101816780 - -ENSG00000249495.1 RP11-1152B5.1 chr5 101976296 101976798 + -ENSG00000277724.1 AC106765.1 chr5 102108666 102108764 - -ENSG00000199786.1 RNA5SP188 chr5 102131007 102131135 - -ENSG00000248261.1 CTD-2333K2.1 chr5 102144077 102146572 + -ENSG00000173930.8 SLCO4C1 chr5 102233986 102296549 - -ENSG00000222987.1 RN7SKP68 chr5 102302504 102302810 + -ENSG00000205359.9 SLCO6A1 chr5 102371782 102499016 - -ENSG00000249017.1 RP11-58B2.1 chr5 102500541 102505670 + -ENSG00000250958.1 LINC00492 chr5 102581368 102617589 + -ENSG00000247402.2 CTD-2340E1.2 chr5 102605635 102606197 + -ENSG00000250682.5 LINC00491 chr5 102609156 102671559 - -ENSG00000145730.20 PAM chr5 102753981 103031105 + -ENSG00000175749.11 EIF3KP1 chr5 103032376 103033031 + -ENSG00000145723.16 GIN1 chr5 103086000 103120151 - -ENSG00000145725.19 PPIP5K2 chr5 103120149 103212799 + -ENSG00000248203.1 CTC-503K11.2 chr5 103246048 103253519 - -ENSG00000181751.9 C5orf30 chr5 103258702 103278660 + -ENSG00000250567.1 CTD-2154H6.1 chr5 103408941 103412511 - -ENSG00000226926.6 PDZPH1P chr5 103430406 103526618 - -ENSG00000248757.1 CTD-2193G5.1 chr5 103529676 103541985 - -ENSG00000112874.9 NUDT12 chr5 103548855 103562793 - -ENSG00000251026.1 RP11-138J23.1 chr5 104079911 104105403 + -ENSG00000201910.1 RNU1-140P chr5 104098874 104099038 + -ENSG00000239808.3 RN7SL255P chr5 104260531 104260826 - -ENSG00000251574.6 RP11-6N13.1 chr5 104383298 105392970 - -ENSG00000278958.1 RP11-313L6.2 chr5 104434772 104435499 + -ENSG00000253776.1 RP11-6N13.4 chr5 104773641 104799772 + -ENSG00000252881.1 RNU6-334P chr5 104780288 104780389 - -ENSG00000253584.1 CTD-2374C24.1 chr5 104917492 105246364 - -ENSG00000232159.3 RAB9BP1 chr5 105099473 105100098 + -ENSG00000201790.1 RNA5SP189 chr5 105922994 105923108 - -ENSG00000251204.1 CTC-278L1.1 chr5 106415576 106417241 - -ENSG00000250145.1 CTD-2285G11.1 chr5 106543066 106544330 - -ENSG00000252337.1 SNORA31 chr5 106546665 106546803 + -ENSG00000251027.1 CTC-254B4.1 chr5 106815197 107011014 - -ENSG00000250273.1 PSMC1P5 chr5 107195156 107195332 + -ENSG00000184349.12 EFNA5 chr5 107376889 107670895 - -ENSG00000249959.5 RP11-252I13.2 chr5 107699835 107716841 - -ENSG00000248827.1 RP11-252I13.1 chr5 107724961 107727117 + -ENSG00000239708.3 RN7SL782P chr5 107734773 107735066 - -ENSG00000251732.1 RN7SKP122 chr5 107810629 107810924 + -ENSG00000145743.15 FBXL17 chr5 107859035 108382098 - -ENSG00000244245.1 RP11-120B7.1 chr5 108593609 108593967 + -ENSG00000272523.1 LINC01023 chr5 108727825 108728260 - -ENSG00000151422.12 FER chr5 108747822 109196841 + -ENSG00000249921.2 CTC-329H14.1 chr5 108784098 108785552 + -ENSG00000250383.1 CTD-2197I11.1 chr5 108818041 108830790 - -ENSG00000207404.1 Y_RNA chr5 108891437 108891546 + -ENSG00000250441.1 RP11-47F1.1 chr5 108894347 108894628 - -ENSG00000206593.1 RNU6-47P chr5 109014834 109014940 - -ENSG00000176857.5 GJA1P1 chr5 109051315 109052457 - -ENSG00000249476.1 CTD-2587M2.1 chr5 109237120 109326369 - -ENSG00000198961.9 PJA2 chr5 109334709 109409994 - -ENSG00000248867.1 CTD-2128F4.1 chr5 109448349 109449063 - -ENSG00000251367.1 RP11-231G15.2 chr5 109467353 109467952 + -ENSG00000248876.1 RP11-231G15.3 chr5 109470843 109471586 + -ENSG00000248440.1 RP11-231G15.1 chr5 109497877 109499108 + -ENSG00000214794.4 KRT18P42 chr5 109588338 109589592 + -ENSG00000281444.1 AC012603.2 chr5 109672691 109672786 - -ENSG00000266090.1 AC012603.1 chr5 109685580 109685692 + -ENSG00000271849.1 CTC-332L22.1 chr5 109687802 109688329 - -ENSG00000112893.9 MAN2A1 chr5 109689366 109869625 + -ENSG00000202512.1 RN7SKP230 chr5 109699500 109699834 - -ENSG00000249068.1 CTC-287O8.1 chr5 109840128 109840692 - -ENSG00000254106.1 AC011366.3 chr5 109883182 109884751 + -ENSG00000253224.1 PGAM5P1 chr5 109884610 109885423 - -ENSG00000186952.14 TMEM232 chr5 110289233 110738956 - -ENSG00000221436.1 MIR548F3 chr5 110513829 110513915 - -ENSG00000207177.1 SNORA51 chr5 110684794 110684927 - -ENSG00000164209.16 SLC25A46 chr5 110738136 110765161 + -ENSG00000270779.1 CTD-2026D23.1 chr5 110908284 110908713 + -ENSG00000248966.1 BCLAF1P1 chr5 110948029 110950780 - -ENSG00000248428.1 CTC-551A13.1 chr5 110970951 111008899 - -ENSG00000251627.1 CTD-2089O24.2 chr5 110983563 110984466 - -ENSG00000145777.14 TSLP chr5 111070062 111078024 + -ENSG00000253613.2 CTC-551A13.2 chr5 111076921 111092115 - -ENSG00000134987.11 WDR36 chr5 111091716 111130502 + -ENSG00000250728.1 AC010468.3 chr5 111155244 111156152 - -ENSG00000214784.4 AC010468.1 chr5 111192226 111193042 - -ENSG00000152495.10 CAMK4 chr5 111223653 111494886 + -ENSG00000249318.1 AC010468.2 chr5 111265809 111270089 - -ENSG00000248268.1 CTC-499J9.1 chr5 111277517 111302567 - -ENSG00000164211.12 STARD4 chr5 111496033 111512590 - -ENSG00000246859.2 STARD4-AS1 chr5 111512226 111739726 + -ENSG00000221310.1 AC008967.1 chr5 111555895 111555980 + -ENSG00000249619.1 HMGN1P13 chr5 111572102 111572239 - -ENSG00000251099.2 CTD-2367A17.1 chr5 111572236 111572398 + -ENSG00000134986.13 NREP chr5 111662621 111997464 - -ENSG00000253057.1 RN7SKP57 chr5 111719769 111720061 - -ENSG00000249439.1 HMGN1P14 chr5 111846050 111846566 - -ENSG00000250095.5 NREP-AS1 chr5 111912508 112017309 + -ENSG00000129595.12 EPB41L4A chr5 112142441 112419316 - -ENSG00000224032.6 EPB41L4A-AS1 chr5 112160526 112164276 + -ENSG00000238363.1 SNORA13 chr5 112161485 112161617 + -ENSG00000250882.1 CTC-459M5.1 chr5 112173570 112175548 + -ENSG00000251187.5 CTC-459M5.2 chr5 112192020 112210139 + -ENSG00000251076.1 RP11-526F3.1 chr5 112228283 112257309 + -ENSG00000248350.1 CTC-470E21.1 chr5 112363456 112363666 - -ENSG00000278921.2 EPB41L4A-AS2 chr5 112419583 112420978 + -ENSG00000248430.1 HMGB3P16 chr5 112452703 112452989 - -ENSG00000251014.1 RP11-159K7.1 chr5 112546973 112547505 + -ENSG00000250358.5 RP11-159K7.2 chr5 112628436 112632100 + -ENSG00000134982.16 APC chr5 112707498 112846239 + -ENSG00000250045.2 CBX3P3 chr5 112777630 112778161 - -ENSG00000212370.1 RNU6-482P chr5 112778363 112778469 + -ENSG00000258864.1 CTC-554D6.1 chr5 112827213 112867582 + -ENSG00000153037.12 SRP19 chr5 112861188 112869788 + -ENSG00000272869.5 CTC-487M23.8 chr5 112861188 112893079 + -ENSG00000129625.12 REEP5 chr5 112876379 112922539 - -ENSG00000249947.2 XBP1P1 chr5 112885094 112885745 + -ENSG00000212643.2 ZRSR1 chr5 112891422 112893094 + -ENSG00000270067.1 CTC-487M23.5 chr5 112893333 112894001 + -ENSG00000279522.1 CTC-487M23.6 chr5 112894933 112896531 + -ENSG00000272389.1 CTC-487M23.7 chr5 112898023 112898371 + -ENSG00000266499.1 AC008536.1 chr5 112905638 112905737 - -ENSG00000172795.15 DCP2 chr5 112976702 113020970 + -ENSG00000171444.17 MCC chr5 113022099 113488830 - -ENSG00000232633.4 CTD-2201G3.1 chr5 113323028 113437174 + -ENSG00000277074.1 AC126917.1 chr5 113327765 113327857 - -ENSG00000212122.3 TSSK1B chr5 113432554 113435031 - -ENSG00000251741.1 RNU4ATAC13P chr5 113493835 113493960 + -ENSG00000047188.15 YTHDC2 chr5 113513683 113595285 + -ENSG00000251628.1 RP11-371M22.1 chr5 114056006 114057174 + -ENSG00000222706.1 RN7SKP89 chr5 114253513 114253754 + -ENSG00000080709.14 KCNN2 chr5 114360945 114496500 + -ENSG00000246316.7 RP11-492A10.1 chr5 114488997 114668410 - -ENSG00000251542.1 CTC-313D10.1 chr5 114576041 114579970 + -ENSG00000251132.1 RP11-438C19.2 chr5 115031273 115031894 - -ENSG00000250242.1 RP11-438C19.1 chr5 115087892 115088475 - -ENSG00000152503.9 TRIM36 chr5 115124762 115180546 - -ENSG00000250472.1 TRIM36-IT1 chr5 115148764 115149644 - -ENSG00000249791.1 CTC-428G20.2 chr5 115188563 115188932 + -ENSG00000164219.9 PGGT1B chr5 115204012 115262872 - -ENSG00000271797.1 CTC-428G20.6 chr5 115262505 115263448 + -ENSG00000243304.3 CTC-428G20.1 chr5 115264669 115265464 - -ENSG00000164221.12 CCDC112 chr5 115267188 115296831 - -ENSG00000250197.1 HMGN1P15 chr5 115289036 115289330 - -ENSG00000249026.2 CTNNAP1 chr5 115389643 115392370 - -ENSG00000248722.1 AK3P4 chr5 115402380 115402962 + -ENSG00000249944.1 CTB-161J7.1 chr5 115489634 115489931 + -ENSG00000249433.1 CTB-161J7.2 chr5 115493557 115493821 + -ENSG00000250444.1 CCT5P1 chr5 115512077 115513694 + -ENSG00000145780.7 FEM1C chr5 115520908 115544894 - -ENSG00000251201.8 TMED7-TICAM2 chr5 115578642 115626161 - -ENSG00000243414.5 TICAM2 chr5 115578650 115602479 - -ENSG00000249249.1 AC010226.4 chr5 115602057 115620659 + -ENSG00000134970.13 TMED7 chr5 115613508 115632992 - -ENSG00000249021.1 CTC-505O3.3 chr5 115691462 115692167 - -ENSG00000248709.1 CTC-505O3.2 chr5 115755644 115756286 + -ENSG00000251118.1 CTC-505O3.1 chr5 115770586 115770989 + -ENSG00000222598.1 RNU2-49P chr5 115774319 115774502 - -ENSG00000129596.4 CDO1 chr5 115804733 115816954 - -ENSG00000145782.12 ATG12 chr5 115828200 115841858 - -ENSG00000177879.14 AP3S1 chr5 115841481 115914081 + -ENSG00000280329.1 AC026449.1 chr5 115855994 115858468 + -ENSG00000172901.19 LVRN chr5 115962454 116027619 + -ENSG00000248295.2 DDX43P1 chr5 115974513 115976275 - -ENSG00000268714.3 CTD-2287O16.3 chr5 116022391 116058928 + -ENSG00000221778.2 AC034236.2 chr5 116030018 116030111 + -ENSG00000220996.1 AC034236.1 chr5 116043171 116043261 - -ENSG00000268223.2 ARL14EPL chr5 116051466 116060118 + -ENSG00000185641.6 CTD-2287O16.1 chr5 116051917 116052289 - -ENSG00000272265.1 CTD-2287O16.4 chr5 116078110 116078570 - -ENSG00000271918.1 CTD-2287O16.5 chr5 116083807 116085416 - -ENSG00000145781.8 COMMD10 chr5 116084991 116412762 + -ENSG00000212457.1 RNU6-644P chr5 116188455 116188552 - -ENSG00000232916.1 HMGN2P27 chr5 116218026 116218295 - -ENSG00000250015.1 CTC-339F2.2 chr5 116302354 116304134 - -ENSG00000092421.16 SEMA6A chr5 116443616 116574934 - -ENSG00000248445.5 SEMA6A-AS1 chr5 116447547 116508276 + -ENSG00000239528.1 RPS14P8 chr5 116562562 116562930 + -ENSG00000249167.1 CTB-118N6.2 chr5 116574482 116591398 + -ENSG00000197575.6 RPS17P2 chr5 116716243 116716650 + -ENSG00000251311.1 RP11-249M12.2 chr5 116742991 116762209 - -ENSG00000249150.1 CTC-472C24.1 chr5 116820993 116830187 - -ENSG00000250650.1 RP11-492L8.1 chr5 117019548 117019679 - -ENSG00000250949.1 RP11-492L8.2 chr5 117031200 117038569 + -ENSG00000243758.1 RPL35AP15 chr5 117301104 117301442 - -ENSG00000248663.6 LINC00992 chr5 117415509 117546298 + -ENSG00000251477.1 RP11-74D3.2 chr5 117719240 117722097 - -ENSG00000249582.1 RPL7L1P4 chr5 117778826 117779532 - -ENSG00000281682.1 AC114945.1 chr5 117924987 117925122 + -ENSG00000249797.1 CTD-3179P9.1 chr5 117925008 118266035 + -ENSG00000250427.1 CTD-3179P9.2 chr5 118282575 118284782 + -ENSG00000250891.1 CTD-2281M20.1 chr5 118468156 118562117 - -ENSG00000249551.1 RP11-2N5.2 chr5 118575575 118581324 + -ENSG00000249128.1 RP11-2N5.1 chr5 118596188 118628092 + -ENSG00000238904.1 RNU7-34P chr5 118758211 118758274 + -ENSG00000249426.1 CTC-448D22.1 chr5 118760474 118785459 - -ENSG00000169570.9 DTWD2 chr5 118837322 118988545 - -ENSG00000197744.5 PTMAP2 chr5 118973796 118974122 + -ENSG00000249494.5 CTB-161M19.4 chr5 119006347 119070890 - -ENSG00000250678.1 CTB-161M19.1 chr5 119010060 119010542 + -ENSG00000250928.1 CTB-161M19.2 chr5 119011471 119012056 + -ENSG00000172869.14 DMXL1 chr5 119037772 119249138 + -ENSG00000248885.1 RP11-950K24.2 chr5 119126782 119128444 - -ENSG00000248979.2 LAMTOR3P2 chr5 119132651 119132882 - -ENSG00000206786.1 RNU6-701P chr5 119138859 119138965 + -ENSG00000264536.1 MIR5706 chr5 119154637 119154716 + -ENSG00000275541.1 AC118465.1 chr5 119163298 119163388 - -ENSG00000266587.1 AC027320.1 chr5 119257340 119257437 - -ENSG00000145779.7 TNFAIP8 chr5 119268692 119399688 + -ENSG00000243333.3 RN7SL174P chr5 119306343 119306631 - -ENSG00000281463.1 AC035144.1 chr5 119408205 119408305 - -ENSG00000202092.1 RNA5SP190 chr5 119445716 119445833 + -ENSG00000133835.14 HSD17B4 chr5 119452443 119637199 + -ENSG00000213663.4 CTD-2158P22.1 chr5 119547131 119547606 - -ENSG00000249919.1 FABP5P6 chr5 119555250 119555658 - -ENSG00000164334.15 FAM170A chr5 119629559 119635822 + -ENSG00000250895.1 CTD-2158P22.4 chr5 119652523 119653000 - -ENSG00000234259.3 CTC-507E12.1 chr5 119680197 119681080 + -ENSG00000251293.1 CTC-552D5.1 chr5 120245448 120333502 - -ENSG00000251975.1 RNU6-718P chr5 120337549 120337653 - -ENSG00000261036.1 RP11-574H6.1 chr5 120345907 120404837 - -ENSG00000184838.14 PRR16 chr5 120464278 120687332 + -ENSG00000270741.1 RP11-565F4.1 chr5 120658077 120658371 - -ENSG00000222609.1 RNU4-69P chr5 120710698 120710840 - -ENSG00000248927.1 CTD-2334D19.1 chr5 120781218 120790778 + -ENSG00000251135.2 AC008565.1 chr5 121040090 121044032 + -ENSG00000248853.1 CTD-2613O8.1 chr5 121059244 121060953 + -ENSG00000250847.1 CTD-2020P22.1 chr5 121195980 121196210 - -ENSG00000229855.8 CTC-546K23.1 chr5 121199704 121357398 + -ENSG00000279860.1 CTC-546K23.2 chr5 121363002 121365314 + -ENSG00000244088.1 RPL23AP44 chr5 121575848 121576320 - -ENSG00000213661.3 RP11-510I6.2 chr5 121616247 121616807 + -ENSG00000249600.1 RP11-510I6.3 chr5 121671373 121671872 - -ENSG00000181867.2 FTMT chr5 121851955 121852833 + -ENSG00000151304.5 SRFBP1 chr5 121961961 122075570 + -ENSG00000113083.12 LOX chr5 122063195 122078285 - -ENSG00000247311.2 CTC-441N14.2 chr5 122128762 122154856 - -ENSG00000164185.4 ZNF474 chr5 122129513 122179617 + -ENSG00000249610.1 CTC-441N14.1 chr5 122154496 122156015 - -ENSG00000250803.5 CTC-441N14.4 chr5 122157368 122182658 + -ENSG00000272139.1 CTD-2544H17.2 chr5 122311297 122311673 - -ENSG00000064692.18 SNCAIP chr5 122311354 122464219 + -ENSG00000249621.1 CTD-2544H17.1 chr5 122321291 122323358 - -ENSG00000249916.1 CTD-2280E9.1 chr5 122369762 122383568 - -ENSG00000250328.5 MGC32805 chr5 122436497 122479087 - -ENSG00000277169.1 AC022101.1 chr5 122478662 122478729 + -ENSG00000251538.5 RP11-166A12.1 chr5 122628952 122730685 - -ENSG00000240058.3 ARGFXP1 chr5 122675795 122676755 + -ENSG00000205302.6 SNX2 chr5 122774996 122830108 + -ENSG00000212114.1 AC093267.1 chr5 122776431 122776527 - -ENSG00000260686.1 CTB-36H16.2 chr5 122832356 122834533 + -ENSG00000064652.10 SNX24 chr5 122843439 123029354 + -ENSG00000263432.2 RN7SL689P chr5 123022487 123022783 - -ENSG00000168938.5 PPIC chr5 123023250 123036741 - -ENSG00000249996.1 RP11-359P5.1 chr5 123036271 123054667 + -ENSG00000276047.1 RN7SL711P chr5 123070782 123071080 + -ENSG00000223652.2 AC106786.1 chr5 123087248 123090299 - -ENSG00000061455.10 PRDM6 chr5 123089121 123194266 + -ENSG00000213655.4 CTD-2347I17.1 chr5 123236079 123236370 + -ENSG00000168944.15 CEP120 chr5 123344885 123423592 - -ENSG00000250539.1 KRT8P33 chr5 123400922 123402344 - -ENSG00000249400.1 HMGB3P17 chr5 123468781 123469429 - -ENSG00000279772.1 CTD-2169H9.1 chr5 123508736 123509187 - -ENSG00000151292.17 CSNK1G3 chr5 123512099 123617045 + -ENSG00000235275.3 KRT18P16 chr5 123636110 123637403 + -ENSG00000253807.5 LINC01170 chr5 124059794 124405079 - -ENSG00000250862.1 HMGB1P29 chr5 124220579 124221077 - -ENSG00000251421.2 CTC-369A16.2 chr5 124395603 124400655 + -ENSG00000248600.1 CTD-2308B18.4 chr5 124455373 124460098 + -ENSG00000251214.1 CTD-2308B18.1 chr5 124459912 124460549 - -ENSG00000250438.1 CTD-2308B18.2 chr5 124469591 124469901 + -ENSG00000248296.1 CTD-2308B18.3 chr5 124492775 124536348 - -ENSG00000168916.15 ZNF608 chr5 124636913 124748807 - -ENSG00000249112.1 RP11-43D2.2 chr5 124707827 124710737 + -ENSG00000251456.1 RP11-436H11.5 chr5 124734618 124735175 - -ENSG00000242814.2 RP11-436H11.1 chr5 124808828 124809233 - -ENSG00000248443.1 RP11-284A20.3 chr5 124829472 124830290 + -ENSG00000249261.1 RP11-284A20.2 chr5 124868972 124869914 - -ENSG00000249423.1 RP11-284A20.1 chr5 124919947 124921598 + -ENSG00000250411.1 RP11-257I8.2 chr5 125036831 125042239 + -ENSG00000250194.1 RP11-257I8.1 chr5 125074665 125074980 + -ENSG00000249365.1 RP11-508M8.1 chr5 125108204 125149929 + -ENSG00000250721.1 HMGB1P22 chr5 125265528 125265651 + -ENSG00000274872.1 AC109471.1 chr5 125295409 125295493 + -ENSG00000281608.1 RP11-395P13.7 chr5 125325350 125367734 + -ENSG00000222107.1 RN7SKP117 chr5 125350868 125351131 - -ENSG00000250402.2 RP11-395P13.4 chr5 125376828 125377439 - -ENSG00000260192.1 RP11-756H20.1 chr5 125493261 125602227 + -ENSG00000249950.1 CTC-394G3.1 chr5 125862746 125863193 - -ENSG00000249904.1 CTC-394G3.2 chr5 125886285 125886753 - -ENSG00000241888.2 RPSAP37 chr5 125966777 125968085 - -ENSG00000248752.1 RP11-114J13.1 chr5 126076800 126279801 - -ENSG00000248107.1 CTC-339D2.1 chr5 126179577 126193850 + -ENSG00000265637.1 AC010235.1 chr5 126196835 126196915 + -ENSG00000155324.9 GRAMD3 chr5 126360132 126496494 + -ENSG00000250602.5 RP11-517I3.1 chr5 126433505 126490371 - -ENSG00000279118.1 RP11-517I3.2 chr5 126496279 126498604 + -ENSG00000164904.15 ALDH7A1 chr5 126541841 126595418 - -ENSG00000164902.13 PHAX chr5 126600268 126627252 + -ENSG00000230929.5 RP11-395C3.1 chr5 126628019 126628319 - -ENSG00000196900.4 TEX43 chr5 126631722 126636287 + -ENSG00000213630.3 BOLA3P3 chr5 126663337 126663568 - -ENSG00000249768.2 HSPE1P10 chr5 126737438 126737995 - -ENSG00000251072.2 RP11-434D11.4 chr5 126751963 126776486 - -ENSG00000252185.1 RNU6-752P chr5 126755316 126755417 - -ENSG00000113368.11 LMNB1 chr5 126776623 126837020 + -ENSG00000173926.5 MARCH3 chr5 126867714 127030808 - -ENSG00000164241.13 C5orf63 chr5 127042558 127073492 - -ENSG00000279446.1 AC005915.1 chr5 127073587 127075604 + -ENSG00000214743.4 MRPS5P3 chr5 127143082 127143247 - -ENSG00000250080.1 CTB-88F18.2 chr5 127170535 127172266 - -ENSG00000271585.1 CTB-88F18.4 chr5 127176696 127177050 - -ENSG00000250956.1 CTB-88F18.3 chr5 127179756 127179900 - -ENSG00000145794.16 MEGF10 chr5 127290831 127465737 + -ENSG00000249577.1 CTD-2195M15.1 chr5 127465822 127466118 + -ENSG00000271766.1 CTD-2195M15.3 chr5 127478295 127478737 + -ENSG00000250859.1 HNRNPKP1 chr5 127511464 127512842 - -ENSG00000164244.20 PRRC1 chr5 127517609 127555089 + -ENSG00000205279.8 CTXN3 chr5 127649044 127658630 + -ENSG00000248799.1 CTC-548H10.2 chr5 127651693 127664029 - -ENSG00000230561.3 LINC01183 chr5 127703390 127941634 + -ENSG00000251032.1 CUL1P1 chr5 127784618 127787042 - -ENSG00000250603.1 CTC-228N24.2 chr5 127838486 127857804 - -ENSG00000245937.7 LINC01184 chr5 127940426 128083172 - -ENSG00000064651.13 SLC12A2 chr5 128083766 128189688 + -ENSG00000250329.1 KDELC1P1 chr5 128109486 128110994 + -ENSG00000138829.10 FBN2 chr5 128257909 128659185 - -ENSG00000207290.1 Y_RNA chr5 128371099 128371212 - -ENSG00000113396.12 SLC27A6 chr5 128538013 129033642 + -ENSG00000248634.1 CTC-573M9.1 chr5 128663978 128742829 + -ENSG00000066583.11 ISOC1 chr5 129094751 129114028 + -ENSG00000264563.1 MIR4633 chr5 129097688 129097766 + -ENSG00000265691.1 MIR4460 chr5 129397062 129397147 - -ENSG00000249421.1 ADAMTS19-AS1 chr5 129459559 129460689 - -ENSG00000145808.8 ADAMTS19 chr5 129460265 129738683 + -ENSG00000251680.5 CTC-575N7.1 chr5 129500361 129905917 - -ENSG00000186367.6 KIAA1024L chr5 129748079 129766732 + -ENSG00000198108.3 CHSY3 chr5 129904472 130186634 + -ENSG00000221562.1 RNU6ATAC10P chr5 129974891 129975001 + -ENSG00000199455.1 RNA5SP191 chr5 130114409 130114510 + -ENSG00000248610.1 HSPA8P4 chr5 130140031 130141950 + -ENSG00000263954.1 AC004769.1 chr5 130277625 130277693 - -ENSG00000252514.1 RNU7-53P chr5 130386621 130386680 - -ENSG00000249312.1 ARL2BPP4 chr5 130529419 130529889 + -ENSG00000249418.2 AC005741.2 chr5 130598348 130598779 + -ENSG00000244192.1 RP11-114H7.1 chr5 130989897 130990428 + -ENSG00000250405.2 RP11-114H7.2 chr5 130994253 130996164 + -ENSG00000248955.1 RP11-114H7.3 chr5 131008583 131008742 + -ENSG00000169567.11 HINT1 chr5 131159027 131171735 - -ENSG00000186687.15 LYRM7 chr5 131170810 131205426 + -ENSG00000158985.13 CDC42SE2 chr5 131245493 131398447 + -ENSG00000279370.1 RP1-247F3.1 chr5 131261321 131261607 - -ENSG00000158987.19 RAPGEF6 chr5 131423921 131635236 - -ENSG00000273217.1 CTC-432M15.3 chr5 131425891 131796983 - -ENSG00000275939.1 uc_338 chr5 131440031 131440196 - -ENSG00000217128.11 FNIP1 chr5 131641714 131797063 - -ENSG00000279584.1 AC005593.2 chr5 131797415 131797929 + -ENSG00000239642.5 MEIKIN chr5 131806993 131945698 - -ENSG00000281938.1 ACSL6 chr5 131807143 131994278 - -ENSG00000234758.1 AC034228.4 chr5 131944408 131968220 + -ENSG00000164398.12 ACSL6 chr5 131949973 132012243 - -ENSG00000223548.1 AC034228.3 chr5 132003592 132007022 + -ENSG00000231585.1 AC034228.2 chr5 132011448 132013199 + -ENSG00000164399.4 IL3 chr5 132060529 132063204 + -ENSG00000164400.5 CSF2 chr5 132073790 132076170 + -ENSG00000253067.1 snoZ6 chr5 132080066 132080133 + -ENSG00000227616.1 AC063976.1 chr5 132147491 132149559 - -ENSG00000235775.1 AC063976.2 chr5 132163603 132163765 - -ENSG00000224015.1 AC063976.3 chr5 132179234 132181128 - -ENSG00000237714.1 P4HA2-AS1 chr5 132184876 132192808 + -ENSG00000072682.18 P4HA2 chr5 132191838 132295315 - -ENSG00000224431.1 AC063976.7 chr5 132199456 132203487 + -ENSG00000131435.12 PDLIM4 chr5 132257671 132273454 + -ENSG00000197208.5 SLC22A4 chr5 132294443 132344206 + -ENSG00000233006.6 AC034220.3 chr5 132311285 132369916 - -ENSG00000263597.1 MIR3936 chr5 132365490 132365599 - -ENSG00000197375.12 SLC22A5 chr5 132369752 132395614 + -ENSG00000197536.10 C5orf56 chr5 132410636 132476044 + -ENSG00000238160.1 AC116366.5 chr5 132419416 132426714 - -ENSG00000202533.1 Y_RNA chr5 132468147 132468257 + -ENSG00000234290.2 AC116366.6 chr5 132468890 132473043 - -ENSG00000125347.13 IRF1 chr5 132481609 132490798 - -ENSG00000277192.1 RP11-89G4.1 chr5 132488382 132488702 + -ENSG00000113525.9 IL5 chr5 132541444 132556838 - -ENSG00000113522.13 RAD50 chr5 132556019 132646344 + -ENSG00000223442.1 TH2LCRR chr5 132630589 132664272 - -ENSG00000169194.9 IL13 chr5 132656263 132661110 + -ENSG00000113520.10 IL4 chr5 132673986 132682676 + -ENSG00000230612.3 AC004237.1 chr5 132688681 132723725 + -ENSG00000131437.15 KIF3A chr5 132692628 132737638 - -ENSG00000205089.7 CCNI2 chr5 132747445 132754403 + -ENSG00000164402.13 SEPT8 chr5 132750817 132807241 - -ENSG00000198944.5 SOWAHA chr5 132813587 132816797 + -ENSG00000272203.1 AC004775.5 chr5 132817248 132818000 - -ENSG00000164403.14 SHROOM1 chr5 132822141 132830898 - -ENSG00000201274.1 RNA5SP192 chr5 132848577 132848696 + -ENSG00000164404.8 GDF9 chr5 132861181 132866884 - -ENSG00000164405.10 UQCRQ chr5 132866560 132868031 + -ENSG00000164406.7 LEAP2 chr5 132872322 132875046 + -ENSG00000072364.12 AFF4 chr5 132875379 132963634 - -ENSG00000235253.1 AC010240.2 chr5 132942932 132945050 + -ENSG00000202417.1 Y_RNA chr5 132945342 132945454 + -ENSG00000225364.1 ATP6V0E1P1 chr5 132948493 132948718 + -ENSG00000272023.1 CTC-350I8.1 chr5 132963770 132964164 + -ENSG00000229738.1 AC010240.3 chr5 132987652 132988110 - -ENSG00000199677.1 Y_RNA chr5 132993099 132993200 - -ENSG00000155329.11 ZCCHC10 chr5 132996985 133026604 - -ENSG00000248648.1 RP11-485M7.1 chr5 133003119 133003365 + -ENSG00000170606.13 HSPA4 chr5 133051962 133106449 + -ENSG00000279691.1 RP11-485M7.2 chr5 133052769 133052971 + -ENSG00000251616.1 RP11-485M7.3 chr5 133111055 133114475 - -ENSG00000248245.1 CTB-49A3.2 chr5 133160438 133224413 + -ENSG00000240611.1 CTB-49A3.1 chr5 133172218 133173053 - -ENSG00000053108.16 FSTL4 chr5 133196455 133612564 - -ENSG00000249478.1 CTB-49A3.5 chr5 133243764 133248781 + -ENSG00000250244.5 CTB-49A3.4 chr5 133256492 133275977 + -ENSG00000250409.1 CTB-3M24.3 chr5 133387773 133388549 + -ENSG00000221287.1 MIR1289-2 chr5 133427596 133427706 - -ENSG00000280104.1 CTB-3M24.2 chr5 133457805 133458331 + -ENSG00000273939.1 AC010608.1 chr5 133469005 133469067 - -ENSG00000279197.1 CTB-3M24.1 chr5 133574829 133575298 - -ENSG00000251243.1 AC005178.1 chr5 133720495 133720934 - -ENSG00000249073.1 WSPAR chr5 133913677 133917269 + -ENSG00000113583.7 C5orf15 chr5 133955502 133968787 - -ENSG00000213585.10 VDAC1 chr5 133971915 134005133 - -ENSG00000271737.1 CTB-113I20.2 chr5 134005147 134005562 + -ENSG00000271128.1 CTB-113I20.1 chr5 134081914 134082040 - -ENSG00000081059.19 TCF7 chr5 134114711 134151865 + -ENSG00000113558.18 SKP1 chr5 134148935 134177038 - -ENSG00000272772.1 CTD-2410N18.5 chr5 134167170 134226071 - -ENSG00000113575.9 PPP2CA chr5 134194334 134226142 - -ENSG00000273345.5 CTD-2410N18.4 chr5 134205614 134371044 - -ENSG00000266751.1 MIR3661 chr5 134225757 134225852 + -ENSG00000270177.1 CTD-2410N18.3 chr5 134226410 134227827 + -ENSG00000239615.1 CTD-2410N18.1 chr5 134267421 134267856 + -ENSG00000006837.11 CDKL3 chr5 134286350 134371047 - -ENSG00000119048.7 UBE2B chr5 134371179 134391992 + -ENSG00000279469.1 RP11-215P8.2 chr5 134394360 134395008 - -ENSG00000248559.1 RP11-215P8.3 chr5 134399495 134401921 + -ENSG00000237190.3 CDKN2AIPNL chr5 134402087 134411898 - -ENSG00000243648.1 RP11-215P8.1 chr5 134422838 134423335 + -ENSG00000250564.1 RP11-215P8.4 chr5 134429051 134460615 - -ENSG00000250994.1 AC005355.1 chr5 134436711 134492519 + -ENSG00000207222.1 RNU6-456P chr5 134500178 134500284 - -ENSG00000251169.2 AC005355.2 chr5 134506552 134509229 + -ENSG00000240250.3 RN7SL541P chr5 134517810 134518092 + -ENSG00000280420.1 AC005355.3 chr5 134522613 134523096 - -ENSG00000043143.20 JADE2 chr5 134524312 134583230 + -ENSG00000152700.13 SAR1B chr5 134601144 134649271 - -ENSG00000207459.1 RNU6-1311P chr5 134634839 134634945 - -ENSG00000113615.12 SEC24A chr5 134648789 134727823 + -ENSG00000201298.1 RNU6-1164P chr5 134701172 134701278 - -ENSG00000222266.1 RNU6-757P chr5 134715483 134715582 + -ENSG00000164615.4 CAMLG chr5 134738501 134752160 + -ENSG00000145833.15 DDX46 chr5 134758771 134855133 + -ENSG00000241179.1 CTB-2L9.1 chr5 134804778 134805132 - -ENSG00000181904.8 C5orf24 chr5 134845680 134859737 + -ENSG00000270892.1 AC006077.4 chr5 134863091 134863433 - -ENSG00000113621.14 TXNDC15 chr5 134873803 134901525 + -ENSG00000132570.14 PCBD2 chr5 134904906 135007959 + -ENSG00000279799.1 AC006077.3 chr5 134905235 134905691 + -ENSG00000244921.2 CTB-36O1.7 chr5 134923303 134924049 - -ENSG00000249119.1 MTND6P4 chr5 134924123 134924644 + -ENSG00000248923.1 MTND5P11 chr5 134924648 134926459 - -ENSG00000247627.2 MTND4P12 chr5 134926660 134928036 - -ENSG00000198868.3 CTB-36O1.4 chr5 134928030 134928326 - -ENSG00000263963.1 MIR4461 chr5 134928039 134928112 + -ENSG00000249192.1 CTB-36O1.3 chr5 134928393 134928527 - -ENSG00000152705.7 CATSPER3 chr5 134967906 135011707 + -ENSG00000069011.15 PITX1 chr5 135027735 135034813 - -ENSG00000224186.8 C5orf66 chr5 135033280 135358219 + -ENSG00000277619.1 CTC-276P9.4 chr5 135034521 135035894 + -ENSG00000249082.2 C5orf66-AS1 chr5 135038831 135040047 - -ENSG00000248753.1 CTC-276P9.2 chr5 135120526 135139681 + -ENSG00000248482.1 CTC-276P9.3 chr5 135124380 135131249 - -ENSG00000249647.2 C5orf66-AS2 chr5 135236234 135248179 - -ENSG00000113648.16 H2AFY chr5 135333900 135399914 - -ENSG00000270021.1 CTC-203F4.2 chr5 135399280 135401296 + -ENSG00000251380.3 DCANP1 chr5 135444214 135447348 - -ENSG00000255833.1 TIFAB chr5 135444218 135452399 - -ENSG00000249639.1 CTB-138E5.1 chr5 135450613 135458697 + -ENSG00000181965.5 NEUROG1 chr5 135534282 135535949 - -ENSG00000250167.1 CTC-321K16.1 chr5 135559577 135634874 + -ENSG00000145824.12 CXCL14 chr5 135570679 135579279 - -ENSG00000251045.1 CTC-321K16.4 chr5 135648584 135653935 - -ENSG00000238393.1 AC009009.1 chr5 135713119 135713216 - -ENSG00000223539.4 AC011431.1 chr5 135742462 135746356 - -ENSG00000263840.1 AC011431.2 chr5 135801229 135801314 - -ENSG00000265924.1 MIR5692C1 chr5 135802985 135803075 - -ENSG00000264039.1 AC114296.1 chr5 135804505 135804593 - -ENSG00000250378.1 RP11-119J18.1 chr5 135812667 135826582 + -ENSG00000145832.12 SLC25A48 chr5 135834649 135888637 + -ENSG00000145839.1 IL9 chr5 135892246 135895827 - -ENSG00000254239.1 GS1-39E22.2 chr5 135897637 135900250 + -ENSG00000253927.1 GS1-39E22.1 chr5 135900353 135918161 - -ENSG00000145826.8 LECT2 chr5 135922279 135955034 - -ENSG00000164616.14 FBXL21 chr5 135930317 135951591 + -ENSG00000120708.16 TGFBI chr5 136028895 136063818 + -ENSG00000270123.3 VTRNA2-1 chr5 136080471 136080597 - -ENSG00000278815.1 Vault chr5 136080497 136080597 - -ENSG00000164621.5 SMAD5-AS1 chr5 136129507 136134890 - -ENSG00000277859.1 SMAD5-AS1_1 chr5 136129516 136129781 + -ENSG00000113658.16 SMAD5 chr5 136132845 136188747 + -ENSG00000275646.1 SMAD5-AS1_2 chr5 136133696 136133826 + -ENSG00000277524.1 SMAD5-AS1_3 chr5 136133912 136134035 + -ENSG00000274934.1 SMAD5-AS1_4 chr5 136134082 136134248 + -ENSG00000271824.1 AC009014.3 chr5 136191468 136193134 - -ENSG00000069018.17 TRPC7 chr5 136213320 136365537 - -ENSG00000248211.1 TRPC7-AS1 chr5 136214048 136222159 + -ENSG00000250947.1 TRPC7-AS2 chr5 136303757 136316100 + -ENSG00000279240.1 AC063980.3 chr5 136376348 136397042 - -ENSG00000248351.1 HSPD1P18 chr5 136381268 136381511 - -ENSG00000213568.4 HNRNPA1P13 chr5 136428892 136429854 + -ENSG00000249803.5 RP11-114H21.2 chr5 136466677 136520298 + -ENSG00000250284.1 CTB-1I21.1 chr5 136734927 136754686 + -ENSG00000248616.1 CTB-1I21.2 chr5 136857628 136858342 + -ENSG00000222285.1 RNA5SP193 chr5 136969200 136969306 - -ENSG00000152377.12 SPOCK1 chr5 136975298 137598379 - -ENSG00000221612.1 AC106775.1 chr5 137533454 137533521 + -ENSG00000146021.14 KLHL3 chr5 137617500 137736090 - -ENSG00000216009.2 MIR874 chr5 137647562 137647673 - -ENSG00000177733.6 HNRNPA0 chr5 137745651 137754376 - -ENSG00000270697.1 RP11-381K20.4 chr5 137761546 137761936 + -ENSG00000226306.6 NPY6R chr5 137801193 137810751 + -ENSG00000250159.6 RP11-381K20.2 chr5 137814333 137889336 - -ENSG00000120729.9 MYOT chr5 137867791 137887851 + -ENSG00000078795.16 PKD2L2 chr5 137887968 137942747 + -ENSG00000031003.10 FAM13B chr5 137937960 138051961 - -ENSG00000277843.1 AC106753.1 chr5 137966337 137966444 + -ENSG00000246323.2 RP11-325L7.1 chr5 138032774 138037266 + -ENSG00000250260.1 RP11-325L7.2 chr5 138039199 138039979 + -ENSG00000222924.1 RNU6-1148P chr5 138069355 138069458 - -ENSG00000061492.11 WNT8A chr5 138083892 138092365 + -ENSG00000112981.4 NME5 chr5 138115172 138139443 - -ENSG00000212460.1 RNU6-460P chr5 138116573 138116680 + -ENSG00000199880.1 RNU6-888P chr5 138123011 138123111 - -ENSG00000112983.17 BRD8 chr5 138139766 138178986 - -ENSG00000112984.11 KIF20A chr5 138178719 138187715 + -ENSG00000094880.10 CDC23 chr5 138187648 138213343 - -ENSG00000146013.10 GFRA3 chr5 138252379 138274671 - -ENSG00000249851.1 RP11-166J22.1 chr5 138266996 138267757 - -ENSG00000158402.18 CDC25C chr5 138285265 138338355 - -ENSG00000120709.10 FAM53C chr5 138331935 138349729 + -ENSG00000249971.1 RP11-256P1.1 chr5 138347027 138349641 - -ENSG00000120733.13 KDM3B chr5 138352596 138437028 + -ENSG00000132563.15 REEP2 chr5 138439017 138446969 + -ENSG00000271196.1 RP11-461O14.3 chr5 138454540 138454732 - -ENSG00000120738.7 EGR1 chr5 138465490 138469315 + -ENSG00000241458.1 RPL7P19 chr5 138473744 138474361 + -ENSG00000120705.12 ETF1 chr5 138506095 138543300 - -ENSG00000113013.12 HSPA9 chr5 138554882 138575444 - -ENSG00000222937.1 SNORD63 chr5 138558970 138559039 - -ENSG00000206989.1 SNORD63 chr5 138561043 138561110 - -ENSG00000044115.20 CTNNA1 chr5 138610967 138935034 + -ENSG00000232174.3 CTB-164L20.1 chr5 138620329 138620964 + -ENSG00000238745.1 snoU13 chr5 138623479 138623582 + -ENSG00000253404.1 AC034243.1 chr5 138744434 138753309 - -ENSG00000146006.7 LRRTM2 chr5 138868923 138875368 - -ENSG00000120725.12 SIL1 chr5 138946720 139293557 - -ENSG00000201532.1 RNA5SP194 chr5 139012329 139012441 + -ENSG00000249593.6 CTB-46B19.2 chr5 139012647 139051203 + -ENSG00000242683.1 CTB-46B19.1 chr5 139035148 139035987 - -ENSG00000252533.1 RNU6-572P chr5 139221758 139221837 + -ENSG00000280987.2 MATR3 chr5 139273752 139331677 + -ENSG00000281398.2 SNHG4 chr5 139274102 139283244 + -ENSG00000252213.1 SNORA74 chr5 139276180 139276320 + -ENSG00000200959.1 SNORA74A chr5 139278781 139278978 + -ENSG00000281220.1 AC011404.1 chr5 139278883 139279015 + -ENSG00000015479.17 MATR3 chr5 139293648 139331359 + -ENSG00000199545.1 RNA5SP195 chr5 139299852 139299968 + -ENSG00000253015.1 RN7SKP64 chr5 139333038 139333365 - -ENSG00000120727.12 PAIP2 chr5 139341587 139369720 + -ENSG00000272742.1 CTB-43P18.1 chr5 139364677 139369717 - -ENSG00000170482.16 SLC23A1 chr5 139367196 139384553 - -ENSG00000170476.15 MZB1 chr5 139387480 139390081 - -ENSG00000228672.3 PROB1 chr5 139390592 139395713 - -ENSG00000170469.10 SPATA24 chr5 139396563 139404088 - -ENSG00000170464.9 DNAJC18 chr5 139408588 139444491 - -ENSG00000279686.1 ECSCR chr5 139442316 139462707 - -ENSG00000200378.1 RNU5B-4P chr5 139447907 139448017 + -ENSG00000249751.3 ECSCR chr5 139448556 139462743 - -ENSG00000184584.12 TMEM173 chr5 139475534 139482935 - -ENSG00000249689.1 AC138517.5 chr5 139492538 139493105 + -ENSG00000249215.1 AC138517.4 chr5 139494256 139496116 + -ENSG00000131508.15 UBE2D2 chr5 139526431 139628433 + -ENSG00000207020.1 Y_RNA chr5 139554900 139555001 - -ENSG00000275506.1 CTD-2062A1.2 chr5 139612002 139612363 - -ENSG00000272255.1 CTD-3224K15.3 chr5 139644460 139645002 - -ENSG00000171604.11 CXXC5 chr5 139647299 139683882 + -ENSG00000250635.1 CTD-3224K15.2 chr5 139648999 139649728 - -ENSG00000249526.1 CTB-35F21.1 chr5 139684645 139745010 + -ENSG00000200756.1 RNU6-236P chr5 139717985 139718090 - -ENSG00000249131.1 CTB-35F21.2 chr5 139741349 139746223 - -ENSG00000251387.1 CTB-35F21.3 chr5 139772528 139775406 - -ENSG00000271792.1 CTB-35F21.5 chr5 139775305 139775472 + -ENSG00000146005.3 PSD2 chr5 139795821 139844466 + -ENSG00000158458.19 NRG2 chr5 139846779 140043299 - -ENSG00000250692.1 CTB-35F21.4 chr5 139848290 139856389 + -ENSG00000207317.1 Y_RNA chr5 140019492 140019592 + -ENSG00000245146.6 LINC01024 chr5 140072857 140108630 - -ENSG00000185129.5 PURA chr5 140107777 140125619 + -ENSG00000182700.4 IGIP chr5 140125935 140129392 + -ENSG00000254363.6 CTB-131B5.5 chr5 140157319 140173051 + -ENSG00000120306.9 CYSTM1 chr5 140174642 140282052 + -ENSG00000264890.1 AC011379.1 chr5 140195702 140195791 - -ENSG00000250069.1 CTB-131B5.2 chr5 140200163 140203187 + -ENSG00000113068.9 PFDN1 chr5 140245039 140303121 - -ENSG00000281227.1 AC011380.1 chr5 140287313 140289276 + -ENSG00000113070.7 HBEGF chr5 140332843 140346631 - -ENSG00000253965.1 CTC-329D1.3 chr5 140348484 140357794 - -ENSG00000113073.14 SLC4A9 chr5 140360202 140375143 + -ENSG00000249637.1 CTC-329D1.2 chr5 140370891 140401367 - -ENSG00000222790.1 RNU4-14P chr5 140397323 140397444 - -ENSG00000131503.20 ANKHD1 chr5 140401814 140539856 + -ENSG00000254996.5 ANKHD1-EIF4EBP3 chr5 140401908 140549569 + -ENSG00000200051.1 SNORD45 chr5 140527352 140527428 - -ENSG00000213523.9 SRA1 chr5 140537340 140558310 - -ENSG00000243056.1 EIF4EBP3 chr5 140547666 140549578 + -ENSG00000113108.17 APBB3 chr5 140558268 140593752 - -ENSG00000274910.1 MIR6831 chr5 140563671 140563751 - -ENSG00000176087.14 SLC35A4 chr5 140564456 140569103 + -ENSG00000200235.1 SNORA27 chr5 140579667 140579792 + -ENSG00000251453.1 HAUS1P1 chr5 140581504 140582335 + -ENSG00000240518.2 RP11-515C16.1 chr5 140609085 140609400 + -ENSG00000170458.13 CD14 chr5 140631728 140633701 - -ENSG00000131495.8 NDUFA2 chr5 140638740 140647785 - -ENSG00000113119.12 TMCO6 chr5 140639427 140645408 + -ENSG00000113141.15 IK chr5 140647058 140662479 + -ENSG00000264052.1 MIR3655 chr5 140647844 140647926 + -ENSG00000120314.18 WDR55 chr5 140664676 140674124 + -ENSG00000256453.1 DND1 chr5 140670794 140673586 - -ENSG00000170445.12 HARS chr5 140673173 140692024 - -ENSG00000112855.14 HARS2 chr5 140691426 140699291 + -ENSG00000146007.10 ZMAT2 chr5 140698680 140706676 + -ENSG00000199990.1 VTRNA1-1 chr5 140711275 140711373 + -ENSG00000202111.1 VTRNA1-2 chr5 140718925 140719013 + -ENSG00000202515.1 VTRNA1-3 chr5 140726158 140726246 + -ENSG00000250515.1 RP11-515C16.7 chr5 140732290 140732863 - -ENSG00000248106.2 AC005609.2 chr5 140764110 140764821 + -ENSG00000204970.9 PCDHA1 chr5 140786136 141012347 + -ENSG00000279726.1 AC005609.16 chr5 140788457 140822193 - -ENSG00000204969.6 PCDHA2 chr5 140794852 141012344 + -ENSG00000255408.3 PCDHA3 chr5 140801028 141012344 + -ENSG00000204967.10 PCDHA4 chr5 140806929 141012344 + -ENSG00000204965.8 PCDHA5 chr5 140821604 141012344 + -ENSG00000081842.17 PCDHA6 chr5 140827958 141012344 + -ENSG00000204963.5 PCDHA7 chr5 140834248 141012344 + -ENSG00000204962.5 PCDHA8 chr5 140841187 141012344 + -ENSG00000204961.6 PCDHA9 chr5 140847463 141012344 + -ENSG00000278907.1 AC005609.19 chr5 140849105 140849696 - -ENSG00000250120.6 PCDHA10 chr5 140855883 141012344 + -ENSG00000249504.3 PCDHA14 chr5 140861224 140863521 + -ENSG00000278946.1 AC005609.20 chr5 140867513 140867959 - -ENSG00000249158.6 PCDHA11 chr5 140868183 141012344 + -ENSG00000251664.3 PCDHA12 chr5 140875302 141012344 + -ENSG00000278915.1 AC005609.18 chr5 140875346 140875922 - -ENSG00000278901.1 AC005609.17 chr5 140878073 140882642 - -ENSG00000239389.7 PCDHA13 chr5 140882208 141012344 + -ENSG00000248383.4 PCDHAC1 chr5 140926369 141012344 + -ENSG00000279028.1 CTC-270D5.2 chr5 140966212 140966490 - -ENSG00000243232.4 PCDHAC2 chr5 140966235 141012344 + -ENSG00000279047.3 CTC-270D5.1 chr5 141046260 141096402 - -ENSG00000171815.5 PCDHB1 chr5 141051135 141059344 + -ENSG00000279558.1 CH17-140K24.1 chr5 141078076 141084481 + -ENSG00000112852.6 PCDHB2 chr5 141094578 141098703 + -ENSG00000272154.4 AC005754.7 chr5 141100242 141174391 - -ENSG00000113205.4 PCDHB3 chr5 141100473 141152636 + -ENSG00000272108.1 AC005754.8 chr5 141118680 141120765 + -ENSG00000081818.3 PCDHB4 chr5 141121799 141125623 + -ENSG00000113209.8 PCDHB5 chr5 141135218 141138625 + -ENSG00000280029.3 CH17-140K24.2 chr5 141136683 141245380 - -ENSG00000113211.5 PCDHB6 chr5 141150022 141153287 + -ENSG00000255622.3 PCDHB17P chr5 141155996 141159061 + -ENSG00000280336.1 CH17-140K24.3 chr5 141168231 141168893 + -ENSG00000113212.6 PCDHB7 chr5 141172619 141176383 + -ENSG00000120322.3 PCDHB8 chr5 141177790 141180529 + -ENSG00000279472.1 CH17-140K24.4 chr5 141177849 141182369 + -ENSG00000272674.3 PCDHB16 chr5 141181399 141186399 + -ENSG00000279068.1 CH17-140K24.5 chr5 141182409 141188582 + -ENSG00000278936.1 CH17-140K24.7 chr5 141183401 141201396 - -ENSG00000177839.6 PCDHB9 chr5 141187127 141191541 + -ENSG00000120324.6 PCDHB10 chr5 141187319 141195642 + -ENSG00000279375.1 CH17-140K24.6 chr5 141191599 141194088 - -ENSG00000197479.6 PCDHB11 chr5 141199582 141203779 + -ENSG00000120328.6 PCDHB12 chr5 141208697 141212571 + -ENSG00000187372.11 PCDHB13 chr5 141213919 141218979 + -ENSG00000120327.6 PCDHB14 chr5 141222932 141227759 + -ENSG00000279983.1 CH17-140K24.8 chr5 141223372 141245861 + -ENSG00000146001.5 PCDHB18P chr5 141234333 141237529 + -ENSG00000262096.2 PCDHB19P chr5 141239923 141243034 + -ENSG00000113248.5 PCDHB15 chr5 141245349 141249365 + -ENSG00000277795.1 AC005752.10 chr5 141259235 141261364 + -ENSG00000178913.7 TAF7 chr5 141260225 141320821 - -ENSG00000120329.6 SLC25A2 chr5 141302629 141304045 - -ENSG00000272070.1 AC005618.6 chr5 141326210 141329357 + -ENSG00000204956.5 PCDHGA1 chr5 141330571 141512981 + -ENSG00000081853.14 PCDHGA2 chr5 141338760 141512979 + -ENSG00000254245.2 PCDHGA3 chr5 141343829 141512979 + -ENSG00000254221.2 PCDHGB1 chr5 141350102 141512979 + -ENSG00000280026.1 AC005618.8 chr5 141350109 141350662 - -ENSG00000262576.2 PCDHGA4 chr5 141355025 141512979 + -ENSG00000253910.2 PCDHGB2 chr5 141360042 141512979 + -ENSG00000253485.2 PCDHGA5 chr5 141364232 141512979 + -ENSG00000262209.2 PCDHGB3 chr5 141370264 141512979 + -ENSG00000253731.2 PCDHGA6 chr5 141373914 141512979 + -ENSG00000253537.2 PCDHGA7 chr5 141382739 141512979 + -ENSG00000253953.2 PCDHGB4 chr5 141387698 141512979 + -ENSG00000253767.2 PCDHGA8 chr5 141390157 141512979 + -ENSG00000276547.1 PCDHGB5 chr5 141397987 141512979 + -ENSG00000261934.2 PCDHGA9 chr5 141402932 141512979 + -ENSG00000253305.2 PCDHGB6 chr5 141408021 141512979 + -ENSG00000253846.2 PCDHGA10 chr5 141412987 141512979 + -ENSG00000254122.2 PCDHGB7 chr5 141417645 141512979 + -ENSG00000253873.5 PCDHGA11 chr5 141421047 141512979 + -ENSG00000248449.2 PCDHGB8P chr5 141426286 141429158 + -ENSG00000279855.1 AC005618.9 chr5 141427295 141427752 - -ENSG00000253159.2 PCDHGA12 chr5 141430589 141512979 + -ENSG00000276545.1 PCDHGB9P chr5 141439853 141442449 + -ENSG00000273557.1 CTD-2024I7.18 chr5 141468465 141471528 + -ENSG00000240184.6 PCDHGC3 chr5 141475947 141512979 + -ENSG00000242020.3 RN7SL68P chr5 141479316 141479625 + -ENSG00000281646.1 AC008781.1 chr5 141479535 141479617 + -ENSG00000242419.5 PCDHGC4 chr5 141484997 141512979 + -ENSG00000240764.3 PCDHGC5 chr5 141489121 141512979 + -ENSG00000131504.15 DIAPH1 chr5 141515016 141619055 - -ENSG00000246422.2 CTD-2024I7.13 chr5 141558311 141565263 + -ENSG00000240974.1 CTD-2024I7.1 chr5 141588935 141589142 + -ENSG00000228737.2 AC008781.7 chr5 141618414 141626481 + -ENSG00000171720.9 HDAC3 chr5 141620876 141636870 - -ENSG00000164620.8 RELL2 chr5 141636950 141641077 + -ENSG00000197948.10 FCHSD1 chr5 141639302 141651419 - -ENSG00000120318.15 ARAP3 chr5 141653401 141682221 - -ENSG00000278925.1 AC005753.1 chr5 141825708 141826325 - -ENSG00000156453.13 PCDH1 chr5 141853111 141879246 - -ENSG00000226040.3 AC005740.3 chr5 141896168 141896689 - -ENSG00000081791.8 KIAA0141 chr5 141923808 141942047 + -ENSG00000113555.5 PCDH12 chr5 141943585 141969741 - -ENSG00000271871.1 AC005740.6 chr5 141952419 141953375 + -ENSG00000013561.17 RNF14 chr5 141958328 141990291 + -ENSG00000254099.1 AC005740.5 chr5 141970637 141982687 - -ENSG00000113552.15 GNPDA1 chr5 141991749 142013041 - -ENSG00000250347.1 AC005740.4 chr5 142036707 142037125 - -ENSG00000131507.10 NDFIP1 chr5 142108505 142154443 + -ENSG00000280047.1 CTC-463A16.1 chr5 142165767 142168387 + -ENSG00000187678.8 SPRY4 chr5 142310427 142326455 - -ENSG00000281881.1 SPRY4-IT1 chr5 142317620 142318322 - -ENSG00000277968.1 SPRY4-IT1_1 chr5 142317830 142317920 + -ENSG00000274721.1 SPRY4-IT1_2 chr5 142318047 142318167 + -ENSG00000231185.6 AC005592.2 chr5 142325293 142672001 + -ENSG00000280643.1 AC005215.1 chr5 142534255 142534345 - -ENSG00000225147.1 RPS12P10 chr5 142566700 142567076 + -ENSG00000113578.17 FGF1 chr5 142592178 142698070 - -ENSG00000261757.1 AC005592.3 chr5 142703782 142705421 + -ENSG00000236714.1 AC005592.1 chr5 142745600 142760998 + -ENSG00000145819.15 ARHGAP26 chr5 142770384 143229011 + -ENSG00000226272.5 ARHGAP26-AS1 chr5 142859604 142868922 - -ENSG00000230789.1 ARHGAP26-IT1 chr5 143192500 143194166 + -ENSG00000113580.14 NR3C1 chr5 143277931 143435512 - -ENSG00000231579.3 RPL7P21 chr5 143332605 143333239 + -ENSG00000279679.1 RP11-278J6.5 chr5 143375628 143375883 - -ENSG00000279130.1 RP11-278J6.4 chr5 143406959 143407420 + -ENSG00000249429.1 CTD-2050E21.1 chr5 143489855 143531350 - -ENSG00000253023.1 RNU7-156P chr5 143542514 143542587 - -ENSG00000251205.2 CTD-2050E21.2 chr5 143559219 143562548 + -ENSG00000249881.1 CTB-57H20.1 chr5 143605628 143828772 + -ENSG00000266478.1 MIR5197 chr5 143679860 143679971 + -ENSG00000225869.4 CTB-70D19.1 chr5 143752090 143752704 - -ENSG00000158497.2 HMHB1 chr5 143812161 143820719 + -ENSG00000239390.3 RN7SL87P chr5 144140879 144141166 + -ENSG00000145817.16 YIPF5 chr5 144158159 144170714 - -ENSG00000183775.10 KCTD16 chr5 144170832 144485686 + -ENSG00000249605.1 CTC-218H9.1 chr5 144369334 144385310 + -ENSG00000250972.1 CKS1BP5 chr5 144439206 144439478 + -ENSG00000213488.4 CTB-85P21.1 chr5 144522140 144522988 + -ENSG00000201423.1 RN7SKP246 chr5 144535354 144535670 - -ENSG00000281461.1 AC005371.1 chr5 144984708 144984852 - -ENSG00000249229.2 NAMPTP2 chr5 145001853 145005789 - -ENSG00000221467.1 AC132803.1 chr5 145197775 145197859 + -ENSG00000251031.1 CTC-367F4.1 chr5 145222610 145228982 - -ENSG00000215325.4 ASS1P10 chr5 145228811 145230054 + -ENSG00000250842.1 CTC-806A22.1 chr5 145337932 145381670 - -ENSG00000248125.1 CTB-73N10.1 chr5 145429868 145451099 + -ENSG00000186314.11 PRELID2 chr5 145471799 145835369 - -ENSG00000249363.1 CTB-78O21.1 chr5 145728360 145729349 - -ENSG00000204928.1 GRXCR2 chr5 145859733 145872968 - -ENSG00000156463.17 SH3RF2 chr5 145936579 146081791 + -ENSG00000248493.1 AC005351.1 chr5 145997218 145998003 + -ENSG00000173261.8 PLAC8L1 chr5 146084386 146104369 - -ENSG00000251556.1 RP11-118M9.3 chr5 146099406 146120412 + -ENSG00000133706.17 LARS chr5 146113038 146182660 - -ENSG00000239602.1 RP11-449H3.1 chr5 146137755 146138381 + -ENSG00000239317.1 RP11-449H3.2 chr5 146138771 146139008 + -ENSG00000275740.1 RP11-449H3.3 chr5 146203550 146339251 + -ENSG00000091009.7 RBM27 chr5 146203600 146289132 + -ENSG00000238374.1 RNU7-180P chr5 146245191 146245253 - -ENSG00000250025.2 CTC-359M8.1 chr5 146307098 146376963 - -ENSG00000091010.4 POU4F3 chr5 146339024 146340520 + -ENSG00000271724.1 CTC-359M8.3 chr5 146375591 146376219 - -ENSG00000248842.1 CTB-1H10.1 chr5 146400981 146407359 + -ENSG00000113649.11 TCERG1 chr5 146447311 146511961 + -ENSG00000277568.1 uc_338 chr5 146510116 146510271 + -ENSG00000173250.2 GPR151 chr5 146513103 146516190 - -ENSG00000250407.1 CTB-99A3.1 chr5 146563226 146617004 + -ENSG00000156475.18 PPP2R2B chr5 146581146 147084784 - -ENSG00000241291.3 RN7SL791P chr5 146656401 146656695 - -ENSG00000248568.1 KRT8P48 chr5 146706381 146707600 - -ENSG00000265875.1 AC011357.1 chr5 146734835 146734904 + -ENSG00000249553.1 PPP2R2B-IT1 chr5 146914207 146919506 - -ENSG00000250343.1 CTC-255N20.1 chr5 147180204 147234859 - -ENSG00000169302.14 STK32A chr5 147234963 147387852 + -ENSG00000113657.12 DPYSL3 chr5 147390811 147510056 - -ENSG00000272239.1 CTB-108O6.2 chr5 147401760 147401996 + -ENSG00000280780.2 JAKMIP2-AS1 chr5 147559994 147662009 + -ENSG00000176049.15 JAKMIP2 chr5 147585439 147782848 - -ENSG00000164266.10 SPINK1 chr5 147824568 147831786 - -ENSG00000249518.1 CTC-327F10.1 chr5 147851644 147852659 - -ENSG00000164265.8 SCGB3A2 chr5 147870682 147882191 + -ENSG00000178776.4 C5orf46 chr5 147880726 147906538 - -ENSG00000248362.1 CTC-327F10.5 chr5 147886086 147886878 - -ENSG00000251320.1 CTC-327F10.4 chr5 147887112 147887704 + -ENSG00000250346.1 EEF1GP2 chr5 147922179 147923421 + -ENSG00000133710.15 SPINK5 chr5 148025683 148137289 + -ENSG00000196800.6 SPINK14 chr5 148169733 148175398 + -ENSG00000178172.6 SPINK6 chr5 148202794 148215137 + -ENSG00000249503.1 HMGN1P16 chr5 148221360 148221642 - -ENSG00000248109.1 CTC-295J13.3 chr5 148238570 148242594 + -ENSG00000214510.9 SPINK13 chr5 148268180 148286254 + -ENSG00000247199.3 RP11-373N22.3 chr5 148268307 148383783 - -ENSG00000249834.3 PGBD4P3 chr5 148307298 148308258 + -ENSG00000145879.10 SPINK7 chr5 148312419 148315922 + -ENSG00000204909.7 SPINK9 chr5 148321203 148339849 + -ENSG00000145868.16 FBXO38 chr5 148383935 148442836 + -ENSG00000274799.1 Metazoa_SRP chr5 148389748 148390029 + -ENSG00000251330.3 CTD-2283N19.1 chr5 148430159 148430807 - -ENSG00000164270.17 HTR4 chr5 148451032 148677235 - -ENSG00000253297.1 CTB-160O22.1 chr5 148644687 148646390 - -ENSG00000169252.5 ADRB2 chr5 148825245 148828687 + -ENSG00000169247.11 SH3TC2 chr5 148923639 149063163 - -ENSG00000272411.1 RP11-44B19.1 chr5 148970340 148970653 + -ENSG00000251842.1 RNU6-732P chr5 149057554 149057656 - -ENSG00000207714.2 MIR584 chr5 149062304 149062414 - -ENSG00000250072.5 CTC-529P8.1 chr5 149063317 149109787 + -ENSG00000200161.1 RN7SKP145 chr5 149116178 149116480 - -ENSG00000173210.19 ABLIM3 chr5 149141483 149260542 + -ENSG00000248647.2 RP11-331K21.1 chr5 149163955 149276776 - -ENSG00000253406.1 AC012613.2 chr5 149216523 149276805 - -ENSG00000157510.13 AFAP1L1 chr5 149271871 149341802 + -ENSG00000164284.14 GRPEL2 chr5 149345430 149354583 + -ENSG00000253618.1 GRPEL2-AS1 chr5 149348116 149357642 - -ENSG00000145882.10 PCYOX1L chr5 149358007 149369653 + -ENSG00000127743.5 IL17B chr5 149371324 149404202 - -ENSG00000253865.1 RP11-394O4.3 chr5 149372174 149375116 + -ENSG00000249669.7 MIR143HG chr5 149406689 149428678 + -ENSG00000275871.1 RP11-394O4.6 chr5 149425771 149428289 - -ENSG00000208035.1 MIR143 chr5 149428918 149429023 + -ENSG00000269936.3 RP11-394O4.5 chr5 149430286 149432834 + -ENSG00000276365.1 MIR145 chr5 149430646 149430733 + -ENSG00000113712.16 CSNK1A1 chr5 149492197 149551552 - -ENSG00000230551.4 CTB-89H12.4 chr5 149494314 149504670 - -ENSG00000241112.1 RPL29P14 chr5 149545383 149545810 - -ENSG00000183111.11 ARHGEF37 chr5 149551947 149634968 + -ENSG00000221135.1 AC021078.1 chr5 149604276 149604417 - -ENSG00000222213.1 RNU6-588P chr5 149606637 149606741 - -ENSG00000221043.2 U3 chr5 149695748 149695959 - -ENSG00000242928.3 RN7SL868P chr5 149722070 149722372 + -ENSG00000155846.16 PPARGC1B chr5 149730298 149855022 + -ENSG00000199047.2 MIR378A chr5 149732797 149732908 + -ENSG00000132915.10 PDE6A chr5 149857955 149944793 - -ENSG00000251583.1 AC008427.2 chr5 149932014 149932668 - -ENSG00000200334.1 Y_RNA chr5 149940030 149940131 - -ENSG00000155850.7 SLC26A2 chr5 149960737 149993455 + -ENSG00000164296.6 TIGD6 chr5 149993118 150001167 - -ENSG00000113716.12 HMGXB3 chr5 150000046 150053142 + -ENSG00000248696.1 AC011406.2 chr5 150014785 150015154 - -ENSG00000241907.1 RPS20P4 chr5 150021567 150021921 - -ENSG00000182578.13 CSF1R chr5 150053291 150113372 - -ENSG00000214485.6 RPL7P1 chr5 150094302 150095048 + -ENSG00000199409.1 Y_RNA chr5 150098406 150098506 + -ENSG00000113721.13 PDGFRB chr5 150113837 150155872 - -ENSG00000113722.16 CDX1 chr5 150166795 150184558 + -ENSG00000011083.8 SLC6A7 chr5 150189957 150222788 + -ENSG00000070808.15 CAMK2A chr5 150219491 150290291 - -ENSG00000273560.1 AC011372.1 chr5 150250811 150250878 - -ENSG00000183876.8 ARSI chr5 150296343 150339307 - -ENSG00000070814.17 TCOF1 chr5 150357639 150400308 + -ENSG00000019582.14 CD74 chr5 150401637 150412929 - -ENSG00000164587.11 RPS14 chr5 150443190 150449756 - -ENSG00000254333.1 CTC-367J11.1 chr5 150475531 150485968 - -ENSG00000070614.14 NDST1 chr5 150485818 150558211 + -ENSG00000171992.12 SYNPO chr5 150601080 150659220 + -ENSG00000253852.1 CTB-140J7.2 chr5 150608428 150615354 - -ENSG00000164591.13 MYOZ3 chr5 150660874 150679365 + -ENSG00000250309.2 CTC-345K18.2 chr5 150670658 150672390 - -ENSG00000086589.11 RBM22 chr5 150690794 150701107 - -ENSG00000132912.12 DCTN4 chr5 150708440 150759109 - -ENSG00000256235.1 SMIM3 chr5 150777946 150796734 + -ENSG00000237693.4 IRGM chr5 150846523 150900736 + -ENSG00000145908.12 ZNF300 chr5 150894392 150904983 - -ENSG00000197083.11 ZNF300P1 chr5 150930645 150946289 - -ENSG00000274235.1 CTC-311G1.1 chr5 150950109 150952460 - -ENSG00000277866.1 CTC-311G1.2 chr5 150978419 150979175 + -ENSG00000279109.1 AC008641.1 chr5 151016918 151017411 - -ENSG00000211445.11 GPX3 chr5 151020438 151028993 + -ENSG00000145901.14 TNIP1 chr5 151029945 151093577 - -ENSG00000197043.13 ANXA6 chr5 151100712 151157882 - -ENSG00000254298.1 CTB-17P3.4 chr5 151158106 151158462 - -ENSG00000198624.12 CCDC69 chr5 151181052 151224145 - -ENSG00000196743.8 GM2A chr5 151212150 151270440 + -ENSG00000186334.9 SLC36A3 chr5 151276762 151303766 - -ENSG00000186335.8 SLC36A2 chr5 151314978 151347590 - -ENSG00000270904.1 CTC-224D3.1 chr5 151319422 151319776 + -ENSG00000253897.1 CTB-23I7.1 chr5 151366433 151431352 - -ENSG00000252270.1 AC034205.1 chr5 151368444 151368515 - -ENSG00000253472.1 CTB-23I7.2 chr5 151378003 151378640 - -ENSG00000271494.1 CTB-23I7.3 chr5 151380341 151382381 + -ENSG00000123643.12 SLC36A1 chr5 151437046 151492381 + -ENSG00000200227.1 RNA5SP197 chr5 151477459 151477577 - -ENSG00000086570.12 FAT2 chr5 151504093 151568944 - -ENSG00000271795.1 CTC-251D13.1 chr5 151509453 151512769 + -ENSG00000276622.1 MIR6499 chr5 151522087 151522148 - -ENSG00000260581.1 CTB-113P19.4 chr5 151652275 151655449 + -ENSG00000113140.10 SPARC chr5 151661096 151687165 - -ENSG00000249035.6 CTB-113P19.1 chr5 151676945 151724782 + -ENSG00000222102.1 RN7SKP232 chr5 151704289 151704578 - -ENSG00000272112.1 CTB-113P19.5 chr5 151724831 151725356 - -ENSG00000177556.11 ATOX1 chr5 151742316 151772532 - -ENSG00000253921.1 CTB-113P19.3 chr5 151753992 151767247 + -ENSG00000213433.5 RPLP1P6 chr5 151765859 151766378 - -ENSG00000275765.4 RP11-54C4.3 chr5 151769793 151771508 - -ENSG00000145907.14 G3BP1 chr5 151771045 151812785 + -ENSG00000145888.10 GLRA1 chr5 151822513 151924842 - -ENSG00000270978.1 RP11-54C4.2 chr5 151848886 151850791 + -ENSG00000222308.1 RNA5SP198 chr5 151875566 151875692 - -ENSG00000254226.5 CTB-12O2.1 chr5 151949571 152270448 + -ENSG00000132911.4 NMUR2 chr5 152391532 152433368 - -ENSG00000242080.1 CTC-550M4.1 chr5 152495718 152496017 - -ENSG00000249484.8 LINC01470 chr5 152618965 153223543 - -ENSG00000155511.17 GRIA1 chr5 153489615 153813869 + -ENSG00000280480.1 AC025156.1 chr5 153568290 153568412 - -ENSG00000242976.3 RN7SL177P chr5 153755382 153755680 + -ENSG00000251183.1 AC091962.3 chr5 153887428 153898987 - -ENSG00000261382.1 RP11-461L18.1 chr5 153901459 153903223 + -ENSG00000055147.17 FAM114A2 chr5 153990128 154038936 - -ENSG00000037749.11 MFAP3 chr5 154038906 154220478 + -ENSG00000251710.1 AC010295.1 chr5 154093304 154093379 - -ENSG00000164574.15 GALNT10 chr5 154190730 154420984 + -ENSG00000245275.7 SAP30L-AS1 chr5 154329437 154445850 - -ENSG00000253119.1 HNRNPA3P7 chr5 154337471 154338452 - -ENSG00000221070.1 AC008625.1 chr5 154340032 154340126 - -ENSG00000221430.1 MIR1294 chr5 154347106 154347247 + -ENSG00000241963.3 RN7SL655P chr5 154349428 154349725 + -ENSG00000164576.11 SAP30L chr5 154445957 154461054 + -ENSG00000113196.2 HAND1 chr5 154474972 154478264 - -ENSG00000254293.1 CTB-158E9.1 chr5 154483917 154486150 - -ENSG00000253886.1 CTB-158E9.2 chr5 154493576 154494743 + -ENSG00000253146.1 CIR1P1 chr5 154559308 154560440 - -ENSG00000264760.1 MIR3141 chr5 154596012 154596072 - -ENSG00000221552.1 MIR1303 chr5 154685776 154685861 + -ENSG00000274472.1 Y_RNA chr5 154705626 154705727 + -ENSG00000155506.16 LARP1 chr5 154712902 154817607 + -ENSG00000272197.2 RN7SL803P chr5 154718383 154718689 - -ENSG00000241187.1 CTC-209L16.1 chr5 154729231 154729694 + -ENSG00000170271.10 FAXDC2 chr5 154818491 154859252 - -ENSG00000277039.1 Metazoa_SRP chr5 154821943 154822258 + -ENSG00000263361.1 MIR378H chr5 154829458 154829540 + -ENSG00000155508.13 CNOT8 chr5 154857553 154876793 + -ENSG00000082516.8 GEMIN5 chr5 154887416 154938209 - -ENSG00000082515.16 MRPL22 chr5 154941070 154969411 + -ENSG00000253261.1 CTC-280C13.1 chr5 154993598 154994445 + -ENSG00000226650.5 KIF4B chr5 155013755 155018132 + -ENSG00000221131.2 AC008410.1 chr5 155024714 155024800 - -ENSG00000253646.1 CTD-2311A18.1 chr5 155111184 155112324 - -ENSG00000271477.1 CTC-447K7.1 chr5 155397291 155398353 + -ENSG00000270442.1 CTB-95D12.1 chr5 155491336 155493598 + -ENSG00000200275.1 RNA5SP199 chr5 155845437 155845528 + -ENSG00000280546.1 AC140677.1 chr5 155845469 155845527 + -ENSG00000170624.13 SGCD chr5 155870344 156767788 + -ENSG00000253370.2 CTB-56J15.1 chr5 156458398 156458507 - -ENSG00000279646.1 AC016577.1 chr5 156658587 156660435 - -ENSG00000254163.1 CTC-340I23.2 chr5 156704058 156739812 - -ENSG00000199468.1 RNU6-556P chr5 156814130 156814234 + -ENSG00000231989.3 PPP1R2P3 chr5 156850563 156851174 + -ENSG00000145850.8 TIMD4 chr5 156919282 156963255 - -ENSG00000270560.1 APOOP1 chr5 156924119 156924710 + -ENSG00000113249.12 HAVCR1 chr5 157029413 157059119 - -ENSG00000135077.8 HAVCR2 chr5 157085832 157142869 - -ENSG00000254246.1 CTB-120L21.1 chr5 157104788 157114900 + -ENSG00000155868.7 MED7 chr5 157137412 157159019 - -ENSG00000113263.12 ITK chr5 157142933 157255191 + -ENSG00000170613.4 FAM71B chr5 157161846 157166264 - -ENSG00000253980.1 CTB-4E7.1 chr5 157199242 157224380 - -ENSG00000222086.1 AC010609.1 chr5 157235185 157235299 - -ENSG00000253653.1 CTC-248O19.1 chr5 157260122 157266625 - -ENSG00000055163.18 CYFIP2 chr5 157266079 157395595 + -ENSG00000172568.4 FNDC9 chr5 157341600 157345721 - -ENSG00000251405.2 CTB-109A12.1 chr5 157362615 157460078 - -ENSG00000248544.2 CTB-47B11.3 chr5 157375741 157384950 - -ENSG00000135074.15 ADAM19 chr5 157395534 157575775 - -ENSG00000253155.1 CTB-47B11.1 chr5 157422439 157422873 + -ENSG00000172548.14 NIPAL4 chr5 157460019 157474717 + -ENSG00000253519.1 AC106801.1 chr5 157565964 157569098 + -ENSG00000252068.1 RNU6-390P chr5 157579497 157579599 + -ENSG00000254336.1 AC008694.2 chr5 157604707 157605637 - -ENSG00000039600.10 SOX30 chr5 157625679 157671480 - -ENSG00000187658.6 C5orf52 chr5 157671553 157680143 + -ENSG00000253798.1 AC008694.3 chr5 157682985 157690266 - -ENSG00000113272.13 THG1L chr5 157731197 157741448 + -ENSG00000155858.5 LSM11 chr5 157743695 157760709 + -ENSG00000253630.1 CTC-370J7.1 chr5 157747504 157747707 - -ENSG00000113282.13 CLINT1 chr5 157785743 157859175 - -ENSG00000206819.1 RNU6-260P chr5 157809098 157809204 + -ENSG00000244331.1 CTB-47B8.1 chr5 157931258 157931563 - -ENSG00000222626.1 RNU2-48P chr5 157976766 157976956 - -ENSG00000253743.1 MARK2P11 chr5 157984658 157989990 - -ENSG00000213414.3 CTB-47B8.5 chr5 157986146 157987706 - -ENSG00000253422.1 CTB-47B8.4 chr5 158078099 158078764 - -ENSG00000253792.1 CTC-436K13.5 chr5 158173601 158176422 - -ENSG00000253673.1 CTC-436K13.1 chr5 158175396 158200016 + -ENSG00000254047.2 CTC-436K13.4 chr5 158188977 158189911 - -ENSG00000253449.1 CTC-436K13.6 chr5 158225352 158234376 - -ENSG00000253424.1 CTC-436K13.3 chr5 158256137 158258436 + -ENSG00000253134.1 CTC-436K13.2 chr5 158275711 158278813 + -ENSG00000276778.1 RP11-524N5.1 chr5 158320683 158409773 - -ENSG00000254350.1 RP11-542A14.1 chr5 158424585 158452758 + -ENSG00000272085.1 RP11-542A14.2 chr5 158464465 158464678 + -ENSG00000254135.1 RP11-32D16.1 chr5 158485190 158534438 + -ENSG00000281605.1 AC091939.1 chr5 158550836 158550930 - -ENSG00000164330.16 EBF1 chr5 158695916 159099761 - -ENSG00000253811.1 CTD-2363C16.1 chr5 158983006 158984789 + -ENSG00000253456.1 CTD-2363C16.2 chr5 158985806 158987199 + -ENSG00000245812.2 RP11-175K6.1 chr5 159100483 159117478 + -ENSG00000279204.1 RP11-175K6.2 chr5 159106380 159108617 + -ENSG00000145860.11 RNF145 chr5 159157409 159210053 - -ENSG00000253256.1 CTB-11I22.1 chr5 159209921 159248796 + -ENSG00000253315.1 CTB-11I22.2 chr5 159227715 159245127 + -ENSG00000252458.1 SNORA68 chr5 159230194 159230322 + -ENSG00000280648.1 AC011376.1 chr5 159259744 159259828 - -ENSG00000164332.7 UBLCP1 chr5 159263081 159286040 + -ENSG00000249738.6 AC008697.1 chr5 159310933 159362834 + -ENSG00000113302.4 IL12B chr5 159314783 159330887 - -ENSG00000221601.1 RNU4ATAC2P chr5 159318042 159318167 + -ENSG00000253298.1 AC008703.1 chr5 159448556 159466276 - -ENSG00000266432.1 AC008703.2 chr5 159525938 159526010 + -ENSG00000254199.1 AC008691.1 chr5 159748233 159761061 - -ENSG00000253311.1 AC011343.1 chr5 159776772 159871384 - -ENSG00000170214.3 ADRA1B chr5 159916783 159972544 + -ENSG00000248626.1 GAPDHP40 chr5 159950493 159951498 - -ENSG00000199398.1 Y_RNA chr5 160008445 160008546 + -ENSG00000113312.10 TTC1 chr5 160009113 160065543 + -ENSG00000223908.5 AC068657.2 chr5 160023740 160024045 - -ENSG00000170234.12 PWWP2A chr5 160061801 160119423 - -ENSG00000280834.1 U6 chr5 160072268 160072364 + -ENSG00000170231.15 FABP6 chr5 160187367 160238735 + -ENSG00000247699.2 CTB-127C13.1 chr5 160195744 160204826 - -ENSG00000253772.1 RP11-34P1.1 chr5 160247517 160248217 + -ENSG00000135083.14 CCNJL chr5 160251652 160345396 - -ENSG00000254373.1 RP11-34P1.2 chr5 160258253 160258585 + -ENSG00000270612.1 RP11-34P1.4 chr5 160326693 160326969 + -ENSG00000145861.7 C1QTNF2 chr5 160347751 160370641 - -ENSG00000221886.3 ZBED8 chr5 160393148 160400097 - -ENSG00000164609.9 SLU7 chr5 160401641 160421711 - -ENSG00000164611.12 PTTG1 chr5 160421822 160428744 + -ENSG00000253522.3 CTC-231O11.1 chr5 160468268 160487426 + -ENSG00000265237.1 MIR3142 chr5 160474402 160474483 + -ENSG00000277727.1 MIR146A chr5 160485352 160485450 + -ENSG00000118322.12 ATP10B chr5 160563120 160852214 - -ENSG00000253687.1 CTC-348L5.1 chr5 160613873 160639183 + -ENSG00000239192.1 AC011363.1 chr5 160664587 160664681 + -ENSG00000254391.1 CTC-529G1.1 chr5 160685351 160692889 + -ENSG00000253417.5 RP11-109J4.1 chr5 160931778 160938626 - -ENSG00000221002.1 AC022120.1 chr5 161230050 161230147 - -ENSG00000145864.12 GABRB2 chr5 161288429 161549044 - -ENSG00000145863.10 GABRA6 chr5 161547063 161702593 + -ENSG00000253403.1 RP11-348M17.2 chr5 161687347 161689408 - -ENSG00000118990.5 GLRXP3 chr5 161751448 161751768 - -ENSG00000022355.14 GABRA1 chr5 161847191 161899969 + -ENSG00000280776.1 LINC01202 chr5 161910252 162001196 - -ENSG00000113327.14 GABRG2 chr5 162067540 162155536 + -ENSG00000254173.1 RP11-96G10.1 chr5 162424378 162427345 - -ENSG00000201474.1 RNU6-164P chr5 162477891 162477993 + -ENSG00000254186.1 RP11-167P20.1 chr5 162558685 162623461 - -ENSG00000254351.1 ARL2BPP5 chr5 162761833 162762313 + -ENSG00000250061.5 RP11-541P9.3 chr5 163012265 163437326 - -ENSG00000249449.1 MRPL57P6 chr5 163039291 163039599 + -ENSG00000250114.1 CTB-95B16.1 chr5 163416525 163416731 + -ENSG00000113328.18 CCNG1 chr5 163437569 163446151 + -ENSG00000170584.10 NUDCD2 chr5 163446526 163460140 - -ENSG00000072571.19 HMMR chr5 163460203 163491945 + -ENSG00000251018.2 HMMR-AS1 chr5 163483065 163494058 - -ENSG00000038274.16 MAT2B chr5 163503114 163519336 + -ENSG00000224012.3 RP11-756G12.1 chr5 163709210 163709514 - -ENSG00000251998.1 RNU6-168P chr5 163796065 163796165 - -ENSG00000273569.1 CTC-320C6.1 chr5 163855140 163856642 - -ENSG00000271679.1 LSM1P2 chr5 163887506 163887827 - -ENSG00000253331.1 CTC-207P7.1 chr5 164119098 164234097 - -ENSG00000253538.1 CTB-32P11.1 chr5 164209631 164211892 + -ENSG00000241956.9 CTC-340A15.2 chr5 164296696 165171643 + -ENSG00000253236.1 CTD-2313P7.1 chr5 164448422 164467402 - -ENSG00000253600.1 CTC-340A15.1 chr5 164601002 164601452 - -ENSG00000206845.1 RNU6-209P chr5 164935162 164935268 - -ENSG00000254066.1 CTB-181F24.1 chr5 165220577 165241752 - -ENSG00000253693.1 CTC-535M15.2 chr5 165349030 165778689 + -ENSG00000252794.1 RN7SKP60 chr5 165609441 165609679 + -ENSG00000281695.1 AC008562.1 chr5 165754516 165754651 - -ENSG00000253512.1 CTC-535M15.1 chr5 165782805 165783134 - -ENSG00000253946.1 CTC-425K20.1 chr5 165905126 165905608 + -ENSG00000254252.1 RPL7P20 chr5 166028567 166029311 - -ENSG00000254171.1 RP11-67M9.1 chr5 166128498 166155439 + -ENSG00000277612.1 AC026403.1 chr5 166379124 166379209 - -ENSG00000229119.3 CTB-63M22.1 chr5 166382305 166382599 + -ENSG00000254130.1 CTB-7E3.1 chr5 166905222 166926370 - -ENSG00000253713.1 CTC-264O10.2 chr5 167116318 167119585 - -ENSG00000253469.1 CTC-264O10.1 chr5 167164934 167168401 - -ENSG00000145934.15 TENM2 chr5 167284799 168264157 + -ENSG00000254365.1 CTB-180C19.1 chr5 167287320 167294273 - -ENSG00000254297.1 CTC-286N12.1 chr5 167296234 167303372 - -ENSG00000253527.1 CTB-105L4.2 chr5 167306273 167309870 - -ENSG00000254187.1 CTB-78F1.1 chr5 167653228 167660481 - -ENSG00000253357.1 CTB-78F1.2 chr5 167721363 167729124 + -ENSG00000221741.1 AC093304.1 chr5 167870545 167870665 - -ENSG00000281515.1 AC008464.1 chr5 167914585 167914721 - -ENSG00000253660.1 CTC-353G13.1 chr5 167937717 167953469 - -ENSG00000253947.1 CTB-77H17.1 chr5 167965187 167967086 - -ENSG00000253065.1 SNORA40 chr5 168033091 168033205 - -ENSG00000253925.1 CTB-178M22.1 chr5 168085329 168187719 - -ENSG00000279739.1 CTB-105N12.2 chr5 168128856 168130422 + -ENSG00000253978.1 CTB-178M22.2 chr5 168229583 168232357 - -ENSG00000113645.13 WWC1 chr5 168291651 168472303 + -ENSG00000113643.8 RARS chr5 168486445 168519299 + -ENSG00000188573.7 FBLL1 chr5 168529116 168530634 + -ENSG00000120137.6 PANK3 chr5 168548495 168579600 - -ENSG00000253861.1 SLC2A3P1 chr5 168552277 168553727 - -ENSG00000199035.1 MIR103A1 chr5 168560892 168560977 - -ENSG00000233913.7 CTC-575D19.1 chr5 168616352 168616996 + -ENSG00000254192.1 CTC-558O2.2 chr5 168654513 168667761 + -ENSG00000184347.14 SLIT3 chr5 168661733 169301129 - -ENSG00000254042.1 CTC-558O2.1 chr5 168706567 168720884 + -ENSG00000207739.1 MIR218-2 chr5 168768146 168768255 - -ENSG00000202345.1 Y_RNA chr5 168791498 168791610 + -ENSG00000248965.1 CTB-174D11.2 chr5 168993000 168995677 + -ENSG00000279752.1 CTB-174D11.3 chr5 169012148 169013146 - -ENSG00000248222.5 CTB-174D11.1 chr5 169013227 169037998 + -ENSG00000207619.1 MIR585 chr5 169263601 169263694 - -ENSG00000206614.1 RNU6-477P chr5 169552449 169552555 + -ENSG00000040275.16 SPDL1 chr5 169583634 169604778 + -ENSG00000134516.15 DOCK2 chr5 169637247 170083382 + -ENSG00000253269.1 CTB-37A13.1 chr5 169772966 169779365 - -ENSG00000204767.3 FAM196B chr5 169864264 169980740 - -ENSG00000216020.2 AC008449.1 chr5 169923460 169923514 - -ENSG00000263831.1 MIR378E chr5 170028488 170028566 + -ENSG00000168269.8 FOXI1 chr5 170105897 170109725 + -ENSG00000253219.1 KRT18P41 chr5 170140664 170141940 - -ENSG00000249601.2 LINC01187 chr5 170191579 170199141 - -ENSG00000234511.8 C5orf58 chr5 170232447 170252575 + -ENSG00000043462.11 LCP2 chr5 170246237 170298227 - -ENSG00000250274.1 CTB-114C7.4 chr5 170308701 170312716 - -ENSG00000235172.7 LINC01366 chr5 170331429 170333879 + -ENSG00000182132.12 KCNIP1 chr5 170353487 170736632 + -ENSG00000145936.8 KCNMB1 chr5 170374671 170389677 - -ENSG00000253647.1 CTD-2270F17.1 chr5 170389493 170422844 + -ENSG00000253858.1 CTB-147C13.1 chr5 170483806 170486407 - -ENSG00000253591.1 CTC-265N9.1 chr5 170639158 170681437 - -ENSG00000253348.1 CTC-455F18.1 chr5 170747047 170788650 - -ENSG00000094755.16 GABRP chr5 170763350 170814047 + -ENSG00000276554.1 AC008514.1 chr5 170767384 170767451 + -ENSG00000204764.12 RANBP17 chr5 170861870 171300015 + -ENSG00000244501.3 RN7SL623P chr5 170866835 170867144 + -ENSG00000253966.1 CTC-455F18.3 chr5 170896929 170904461 + -ENSG00000253213.1 RP11-546B8.3 chr5 171251866 171252982 + -ENSG00000275038.1 RP11-546B8.6 chr5 171305981 171308755 - -ENSG00000164438.5 TLX3 chr5 171309284 171312134 + -ENSG00000213393.5 RP11-546B8.1 chr5 171345343 171345630 - -ENSG00000265740.2 RN7SL339P chr5 171359117 171359412 + -ENSG00000254256.1 RP11-117L6.1 chr5 171365595 171367693 + -ENSG00000206909.1 SNORA70 chr5 171366118 171366252 + -ENSG00000254012.1 RP11-546B8.5 chr5 171366299 171366611 + -ENSG00000264249.1 MIR3912 chr5 171386656 171386760 - -ENSG00000181163.13 NPM1 chr5 171387116 171411137 + -ENSG00000156427.7 FGF18 chr5 171419656 171457623 + -ENSG00000264303.1 AC011410.1 chr5 171770530 171770720 + -ENSG00000253110.1 CTB-78H18.1 chr5 171773652 171774739 + -ENSG00000185662.8 SMIM23 chr5 171785872 171794598 + -ENSG00000072803.17 FBXW11 chr5 171861549 172006873 - -ENSG00000072786.12 STK10 chr5 172042073 172188386 - -ENSG00000214360.4 EFCAB9 chr5 172194172 172203452 + -ENSG00000168246.5 UBTD2 chr5 172209640 172284071 - -ENSG00000212529.1 SNORA57 chr5 172252334 172252478 - -ENSG00000253218.1 KLF3P1 chr5 172254418 172255439 - -ENSG00000222732.1 AC008671.1 chr5 172279202 172279315 + -ENSG00000174705.11 SH3PXD2B chr5 172325181 172454523 - -ENSG00000254299.1 CTB-54I1.1 chr5 172557392 172559014 - -ENSG00000280318.1 CTB-79E8.4 chr5 172609094 172609444 - -ENSG00000214357.8 NEURL1B chr5 172641266 172691540 + -ENSG00000253683.1 CTB-79E8.3 chr5 172656522 172656713 - -ENSG00000265160.1 MIR5003 chr5 172662165 172662263 + -ENSG00000253445.1 CTB-79E8.2 chr5 172690454 172697720 - -ENSG00000253295.1 RP11-779O18.1 chr5 172758226 172762556 + -ENSG00000213386.3 RP11-779O18.2 chr5 172762521 172763258 - -ENSG00000253736.1 RP11-779O18.3 chr5 172762980 172777774 + -ENSG00000120129.5 DUSP1 chr5 172768090 172771195 - -ENSG00000206741.1 Y_RNA chr5 172779982 172780094 - -ENSG00000270243.1 RP11-779O18.4 chr5 172785262 172785424 - -ENSG00000253628.1 RP11-536N17.1 chr5 172816621 172819958 + -ENSG00000113719.15 ERGIC1 chr5 172834275 172952685 + -ENSG00000204758.7 CTC-308K20.1 chr5 172954786 172959392 - -ENSG00000254295.1 CTC-308K20.2 chr5 172954907 172957162 + -ENSG00000037241.7 RPL26L1 chr5 172958729 172969771 + -ENSG00000253785.1 CTC-308K20.3 chr5 172975511 172976374 + -ENSG00000113732.8 ATP6V0E1 chr5 172983757 173035445 + -ENSG00000254328.1 CTC-308K20.4 chr5 172986680 172987198 + -ENSG00000212402.1 SNORA74B chr5 173020728 173020928 + -ENSG00000207210.1 Y_RNA chr5 173052452 173052555 - -ENSG00000164463.12 CREBRF chr5 173056352 173139284 + -ENSG00000253439.1 CDC42P5 chr5 173085342 173086210 - -ENSG00000253172.1 CTC-209H22.3 chr5 173144162 173145039 - -ENSG00000113734.17 BNIP1 chr5 173144442 173164387 + -ENSG00000281353.1 Metazoa_SRP chr5 173155552 173155834 + -ENSG00000254200.1 RPL7AP33 chr5 173225836 173226423 - -ENSG00000183072.9 NKX2-5 chr5 173232109 173235357 - -ENSG00000201277.1 Y_RNA chr5 173254190 173254290 - -ENSG00000252169.1 RNA5SP200 chr5 173292517 173292619 - -ENSG00000113739.10 STC2 chr5 173314713 173329503 - -ENSG00000274994.1 MIR8056 chr5 173347455 173347536 + -ENSG00000199219.1 RNU6-500P chr5 173362134 173362240 - -ENSG00000253968.1 CTB-32H22.1 chr5 173414035 173451165 + -ENSG00000253141.1 CTB-164N12.1 chr5 173463500 173484584 + -ENSG00000253768.1 CTB-33O18.1 chr5 173562478 173573199 + -ENSG00000254164.1 CTB-33O18.2 chr5 173574938 173576275 + -ENSG00000253955.1 CTB-33O18.3 chr5 173579643 173585068 + -ENSG00000145919.10 BOD1 chr5 173607514 173616660 - -ENSG00000253959.1 CTB-43E15.1 chr5 173642519 173658194 + -ENSG00000253428.1 CTB-43E15.2 chr5 173689459 173705849 + -ENSG00000253686.1 LINC01484 chr5 173707614 173746211 - -ENSG00000263401.1 AC008674.1 chr5 173730078 173730177 + -ENSG00000254211.5 LINC01485 chr5 173786790 173809039 - -ENSG00000113742.12 CPEB4 chr5 173888280 173961976 + -ENSG00000185056.9 C5orf47 chr5 173973779 174006140 + -ENSG00000253109.1 RP11-619L12.1 chr5 174039751 174040240 - -ENSG00000170091.10 HMP19 chr5 174045604 174243501 + -ENSG00000253244.1 RP11-619L12.3 chr5 174056060 174056585 - -ENSG00000253447.5 RP11-619L12.4 chr5 174081506 174086559 - -ENSG00000254011.1 CTC-229L21.1 chr5 174173101 174181814 + -ENSG00000249722.1 CTC-430J12.2 chr5 174329612 174330503 + -ENSG00000249306.5 LINC01411 chr5 174336295 174532457 + -ENSG00000213376.4 GAPDHP71 chr5 174513305 174514307 + -ENSG00000249031.1 SUMO2P6 chr5 174561776 174562063 + -ENSG00000250256.1 RP11-267A15.3 chr5 174618164 174625775 + -ENSG00000248929.1 HIGD1AP3 chr5 174632932 174633209 + -ENSG00000120149.8 MSX2 chr5 174724533 174730893 + -ENSG00000251670.1 CTD-2532K18.1 chr5 174751304 174850725 + -ENSG00000266890.1 MIR4634 chr5 174751734 174751787 + -ENSG00000251144.1 CTD-2532K18.2 chr5 174820027 174826324 + -ENSG00000204754.3 CTC-281M20.1 chr5 174919082 174995513 - -ENSG00000251122.1 NIFKP2 chr5 174923090 174923945 + -ENSG00000248293.1 CTC-281M20.3 chr5 174926541 174926717 + -ENSG00000249403.1 CTC-281M20.4 chr5 174986295 174987050 + -ENSG00000248355.1 ARL2BPP6 chr5 175290731 175291252 + -ENSG00000184845.3 DRD1 chr5 175440039 175444208 - -ENSG00000164466.12 SFXN1 chr5 175477062 175529742 + -ENSG00000270839.1 CTC-571O20.1 chr5 175483595 175484192 - -ENSG00000222111.1 RN7SKP148 chr5 175628188 175628462 + -ENSG00000113749.6 HRH2 chr5 175658030 175686242 + -ENSG00000200648.1 RNU6-226P chr5 175703898 175704004 + -ENSG00000279496.1 CTC-251I16.1 chr5 175709603 175710756 + -ENSG00000145920.14 CPLX2 chr5 175796310 175884020 + -ENSG00000280068.1 RP11-91H12.1 chr5 175903874 175904371 - -ENSG00000250820.1 RP11-91H12.4 chr5 175906939 175958538 - -ENSG00000051596.9 THOC3 chr5 175917873 176034680 - -ENSG00000266083.1 AC138965.1 chr5 175935209 175935301 - -ENSG00000250801.1 RP11-91H12.3 chr5 175972611 175985856 + -ENSG00000272494.1 OR1X1P chr5 176006145 176007387 + -ENSG00000250992.1 RP11-826N14.1 chr5 176040744 176042878 + -ENSG00000248469.1 RP11-826N14.2 chr5 176049678 176062021 - -ENSG00000182230.11 FAM153B chr5 176060689 176132258 + -ENSG00000251458.1 RP11-844P9.1 chr5 176124210 176131461 - -ENSG00000251623.1 RP11-826N14.4 chr5 176137157 176155738 + -ENSG00000248596.6 RP11-844P9.2 chr5 176143085 176199295 - -ENSG00000270989.1 RP11-844P9.4 chr5 176203314 176203710 - -ENSG00000170085.17 SIMC1 chr5 176238367 176345991 + -ENSG00000251667.1 BRCC3P1 chr5 176308063 176309013 + -ENSG00000122203.14 KIAA1191 chr5 176346061 176361968 - -ENSG00000250909.1 RP11-843P14.2 chr5 176347941 176353584 + -ENSG00000251414.1 RP11-843P14.1 chr5 176354206 176356168 + -ENSG00000175414.6 ARL10 chr5 176365468 176401865 + -ENSG00000221464.1 MIR1271 chr5 176367946 176368031 + -ENSG00000048162.19 NOP16 chr5 176383938 176388975 - -ENSG00000146066.2 HIGD2A chr5 176388747 176389771 + -ENSG00000175416.12 CLTB chr5 176392455 176416569 - -ENSG00000280139.1 CTB-162J7.1 chr5 176439090 176439238 + -ENSG00000113194.12 FAF2 chr5 176447628 176510074 + -ENSG00000221373.1 AC010297.1 chr5 176451762 176451872 + -ENSG00000146083.11 RNF44 chr5 176526697 176538025 - -ENSG00000074276.10 CDHR2 chr5 176542511 176595974 + -ENSG00000243959.3 RN7SL684P chr5 176547433 176547726 - -ENSG00000207420.1 Y_RNA chr5 176556704 176556805 + -ENSG00000169258.6 GPRIN1 chr5 176595802 176610133 - -ENSG00000074317.10 SNCB chr5 176620084 176630556 - -ENSG00000266329.1 MIR4281 chr5 176629439 176629500 - -ENSG00000175766.11 EIF4E1B chr5 176630682 176646641 + -ENSG00000048140.17 TSPAN17 chr5 176647387 176659054 + -ENSG00000248484.1 RP11-375B1.1 chr5 176707356 176726243 - -ENSG00000251446.1 RP11-375B1.2 chr5 176726942 176739458 - -ENSG00000248859.2 LINC01574 chr5 176743205 176743871 + -ENSG00000113763.10 UNC5A chr5 176810477 176880895 + -ENSG00000160883.10 HK3 chr5 176880869 176899332 - -ENSG00000087206.16 UIMC1 chr5 176905005 177022633 - -ENSG00000113761.11 ZNF346 chr5 177022696 177081189 + -ENSG00000251666.1 ZNF346-IT1 chr5 177051714 177052963 + -ENSG00000160867.14 FGFR4 chr5 177086886 177098144 + -ENSG00000165671.18 NSD1 chr5 177133025 177300215 + -ENSG00000240729.1 CTD-2301A4.3 chr5 177264766 177265241 + -ENSG00000270706.1 PRMT1P1 chr5 177265580 177266588 - -ENSG00000169228.13 RAB24 chr5 177301198 177303744 - -ENSG00000213347.10 MXD3 chr5 177301461 177312757 - -ENSG00000169230.9 PRELID1 chr5 177303774 177306959 + -ENSG00000169223.14 LMAN2 chr5 177331562 177351852 - -ENSG00000239393.1 CTD-2301A4.1 chr5 177346073 177346426 + -ENSG00000169220.17 RGS14 chr5 177357837 177372601 + -ENSG00000131183.10 SLC34A1 chr5 177379235 177398848 + -ENSG00000196570.2 PFN3 chr5 177400107 177400636 - -ENSG00000131187.9 F12 chr5 177402140 177409576 - -ENSG00000198055.10 GRK6 chr5 177403204 177442901 + -ENSG00000246334.2 PRR7-AS1 chr5 177438503 177447699 - -ENSG00000131188.11 PRR7 chr5 177446445 177456286 + -ENSG00000113758.13 DBN1 chr5 177456608 177474401 - -ENSG00000279821.1 RP11-1334A24.5 chr5 177476631 177479656 - -ENSG00000196923.13 PDLIM7 chr5 177483394 177497606 - -ENSG00000248996.1 RP11-1334A24.6 chr5 177494995 177503647 + -ENSG00000146094.13 DOK3 chr5 177501907 177511274 - -ENSG00000183258.11 DDX41 chr5 177511577 177517469 - -ENSG00000146067.15 FAM193B chr5 177519788 177554541 - -ENSG00000272459.1 RP11-1277A3.3 chr5 177554824 177555364 + -ENSG00000184840.11 TMED9 chr5 177592158 177596124 + -ENSG00000027847.13 B4GALT7 chr5 177600100 177610347 + -ENSG00000247679.2 RP11-1277A3.1 chr5 177611253 177619754 + -ENSG00000246596.6 RP11-1277A3.2 chr5 177619059 177672209 - -ENSG00000249849.1 RP11-1101H11.1 chr5 177682294 177713969 + -ENSG00000170074.19 FAM153A chr5 177707981 177783398 - -ENSG00000249109.1 RP11-1026M7.2 chr5 177782197 177794396 + -ENSG00000248943.1 RP11-1026M7.3 chr5 177801204 177803344 - -ENSG00000170089.15 RP11-423H2.1 chr5 177809407 177950732 + -ENSG00000214351.5 OR1X5P chr5 177836434 177837646 - -ENSG00000249186.1 RP11-423H2.5 chr5 177857945 177871194 - -ENSG00000221204.1 AC106795.1 chr5 177908465 177908557 + -ENSG00000250101.1 RP11-1252I4.2 chr5 177939622 177983054 + -ENSG00000249684.5 RP11-423H2.3 chr5 177950335 177963960 + -ENSG00000280207.1 RP11-423H2.4 chr5 177967004 177967457 + -ENSG00000249129.1 SUDS3P1 chr5 177971316 177972281 + -ENSG00000175325.2 PROP1 chr5 177992235 177996242 - -ENSG00000204677.10 FAM153C chr5 178006405 178055559 + -ENSG00000218227.3 RP11-889L3.1 chr5 178055604 178056194 + -ENSG00000145911.5 N4BP3 chr5 178113443 178126087 + -ENSG00000145916.18 RMND5B chr5 178130996 178150565 + -ENSG00000145912.8 NHP2 chr5 178149460 178153967 - -ENSG00000251211.1 RP11-889L3.4 chr5 178165702 178166562 + -ENSG00000244234.1 GMCL1P1 chr5 178185719 178187299 - -ENSG00000197451.10 HNRNPAB chr5 178204507 178211180 + -ENSG00000175309.14 PHYKPL chr5 178208497 178232791 - -ENSG00000050767.15 COL23A1 chr5 178237618 178590555 - -ENSG00000271681.1 RP11-1259L22.2 chr5 178344843 178345316 + -ENSG00000253698.1 RP11-1259L22.1 chr5 178350867 178352250 + -ENSG00000242341.3 RN7SL646P chr5 178377924 178378220 + -ENSG00000245688.1 CTB-26E19.1 chr5 178438681 178443094 - -ENSG00000113240.12 CLK4 chr5 178602664 178630615 - -ENSG00000252464.1 RN7SKP70 chr5 178619728 178619998 - -ENSG00000169131.10 ZNF354A chr5 178711592 178730702 - -ENSG00000250420.8 AACSP1 chr5 178764861 178818435 - -ENSG00000274813.1 RP11-21I4.3 chr5 178825382 178825571 + -ENSG00000253725.1 RP11-21I4.2 chr5 178840097 178841134 + -ENSG00000278441.1 RP11-21I4.4 chr5 178842028 178842235 - -ENSG00000178338.10 ZNF354B chr5 178859953 178888122 + -ENSG00000206624.1 RNU1-39P chr5 178884715 178884879 + -ENSG00000198939.7 ZFP2 chr5 178895894 178933212 + -ENSG00000213328.3 RP11-281O15.2 chr5 178909710 178910609 - -ENSG00000253869.1 PIGFP1 chr5 178922064 178922716 + -ENSG00000272431.1 RP11-281O15.8 chr5 178938677 178939223 - -ENSG00000178187.7 ZNF454 chr5 178941191 178966433 + -ENSG00000254035.1 RP11-281O15.4 chr5 178969390 178990116 + -ENSG00000113262.14 GRM6 chr5 178978327 178996206 - -ENSG00000254158.1 RP11-281O15.5 chr5 178997969 178998815 - -ENSG00000234284.6 ZNF879 chr5 179023752 179035064 + -ENSG00000177932.6 ZNF354C chr5 179060415 179083537 + -ENSG00000253144.1 RP11-281O15.7 chr5 179082680 179083194 - -ENSG00000087116.13 ADAMTS2 chr5 179110851 179345430 - -ENSG00000253979.1 RP11-443C10.2 chr5 179377505 179378865 + -ENSG00000253163.1 RP11-443C10.1 chr5 179377531 179378761 - -ENSG00000253617.2 RP11-443C10.3 chr5 179385819 179385992 - -ENSG00000250674.1 RP11-798K23.1 chr5 179455415 179456095 + -ENSG00000274716.1 U4 chr5 179492076 179492157 - -ENSG00000253652.1 RP11-798K23.4 chr5 179503322 179515579 - -ENSG00000251545.2 RP11-798K23.3 chr5 179522457 179525074 + -ENSG00000253520.1 RP11-798K23.5 chr5 179527224 179527513 - -ENSG00000176783.14 RUFY1 chr5 179550558 179610026 + -ENSG00000249140.1 PRDX2P3 chr5 179572156 179572741 + -ENSG00000244945.1 RP11-1379J22.2 chr5 179595904 179603741 - -ENSG00000169045.17 HNRNPH1 chr5 179614178 179634784 - -ENSG00000273549.1 Metazoa_SRP chr5 179629151 179629410 + -ENSG00000204661.9 C5orf60 chr5 179641544 179645046 - -ENSG00000228259.3 RP11-1379J22.7 chr5 179651284 179652457 + -ENSG00000250999.1 RP11-1379J22.5 chr5 179657762 179664432 + -ENSG00000204659.4 CBY3 chr5 179678583 179680974 - -ENSG00000127022.14 CANX chr5 179678628 179730925 + -ENSG00000225051.5 HMGB3P22 chr5 179679032 179694768 + -ENSG00000161021.11 MAML1 chr5 179732850 179796511 + -ENSG00000213316.9 LTC4S chr5 179793980 179796647 + -ENSG00000161013.16 MGAT4B chr5 179797597 179806952 - -ENSG00000221394.1 MIR1229 chr5 179798278 179798346 - -ENSG00000161011.19 SQSTM1 chr5 179806398 179838078 + -ENSG00000161010.14 C5orf45 chr5 179835133 179862173 - -ENSG00000222448.1 RN7SKP150 chr5 179845832 179846152 + -ENSG00000252202.1 Y_RNA chr5 179847035 179847130 - -ENSG00000245317.2 CTC-241N9.1 chr5 179859013 179861283 + -ENSG00000197226.12 TBC1D9B chr5 179862066 179907859 - -ENSG00000113269.13 RNF130 chr5 179911651 180072118 - -ENSG00000242979.1 RPS15AP18 chr5 179933805 179934196 - -ENSG00000281431.1 Metazoa_SRP chr5 179936285 179936527 - -ENSG00000249876.1 CTC-563A5.4 chr5 179939457 179940132 - -ENSG00000249412.1 CTC-563A5.2 chr5 179963615 179964419 + -ENSG00000198995.2 MIR340 chr5 180015292 180015402 - -ENSG00000278965.1 RP11-39H3.2 chr5 180078357 180081691 - -ENSG00000253480.1 RP11-39H3.1 chr5 180085717 180087038 - -ENSG00000146090.15 RASGEF1C chr5 180100791 180209153 - -ENSG00000229721.3 RP11-252I14.1 chr5 180226378 180227000 - -ENSG00000050748.17 MAPK9 chr5 180233143 180292099 - -ENSG00000253908.1 RP11-252I14.2 chr5 180257680 180258366 + -ENSG00000248367.1 CTB-129O4.1 chr5 180293245 180295253 + -ENSG00000131459.12 GFPT2 chr5 180300690 180353387 - -ENSG00000250509.1 CTC-573N18.1 chr5 180441559 180443238 + -ENSG00000200555.1 RNU6-525P chr5 180444509 180444612 + -ENSG00000113300.11 CNOT6 chr5 180494412 180578405 + -ENSG00000250749.1 RP11-451H23.1 chr5 180534184 180534642 - -ENSG00000263759.1 AC122714.1 chr5 180582445 180582530 + -ENSG00000161055.3 SCGB3A1 chr5 180590103 180591540 - -ENSG00000037280.15 FLT4 chr5 180601506 180649624 - -ENSG00000251352.1 RP11-451H23.2 chr5 180671892 180672598 - -ENSG00000248717.1 RP11-451H23.3 chr5 180684766 180686546 + -ENSG00000236791.2 OR2AI1P chr5 180692832 180693763 - -ENSG00000199892.2 RNU1-17P chr5 180729586 180729737 + -ENSG00000174339.2 OR2Y1 chr5 180739042 180740099 - -ENSG00000260841.1 CTC-205M6.5 chr5 180784782 180787869 - -ENSG00000131446.15 MGAT1 chr5 180790541 180815652 - -ENSG00000280161.1 CTC-205M6.1 chr5 180810401 180811384 + -ENSG00000278970.1 HEIH chr5 180829954 180831605 - -ENSG00000245060.6 LINC00847 chr5 180830957 180835726 + -ENSG00000196670.13 ZFP62 chr5 180847611 180861285 - -ENSG00000113303.11 BTNL8 chr5 180899077 180950906 + -ENSG00000222852.1 Y_RNA chr5 180909838 180909927 + -ENSG00000243664.1 RPS29P12 chr5 180945756 180945907 + -ENSG00000249287.1 CTD-2593A12.3 chr5 180967189 180970762 - -ENSG00000248761.1 CTD-2593A12.2 chr5 180967848 180968567 + -ENSG00000231228.4 CTD-2593A12.4 chr5 180982273 180982611 + -ENSG00000168903.8 BTNL3 chr5 180988845 181006727 + -ENSG00000206686.1 RNU6-1036P chr5 181007281 181007384 + -ENSG00000165810.16 BTNL9 chr5 181040225 181061523 + -ENSG00000277912.1 MIR8089 chr5 181043403 181043484 - -ENSG00000241870.1 CTB-14A14.1 chr5 181065086 181065677 + -ENSG00000214295.4 FOXO1B chr5 181099140 181100666 - -ENSG00000248560.1 CTB-14A14.2 chr5 181114106 181115674 + -ENSG00000185372.2 OR2V1 chr5 181124357 181125304 - -ENSG00000182613.1 OR2V2 chr5 181154943 181155890 + -ENSG00000248473.1 CTC-338M12.2 chr5 181191046 181191852 - -ENSG00000250222.1 CTC-338M12.5 chr5 181191924 181194429 + -ENSG00000146054.17 TRIM7 chr5 181193924 181205293 - -ENSG00000250900.6 CTC-338M12.6 chr5 181195496 181203103 + -ENSG00000248514.1 CTC-338M12.1 chr5 181205361 181206120 - -ENSG00000146063.18 TRIM41 chr5 181222499 181235809 + -ENSG00000264732.1 MIR4638 chr5 181222566 181222633 - -ENSG00000247049.2 CTC-338M12.7 chr5 181224646 181230685 - -ENSG00000204628.11 GNB2L1 chr5 181236909 181248096 - -ENSG00000272296.1 SNORD96A chr5 181241814 181241892 - -ENSG00000264549.1 SNORD95 chr5 181243312 181243379 - -ENSG00000233937.6 CTC-338M12.4 chr5 181246523 181272167 + -ENSG00000183718.5 TRIM52 chr5 181254417 181261139 - -ENSG00000248275.1 TRIM52-AS1 chr5 181261212 181272307 + -ENSG00000248103.1 CTC-338M12.9 chr5 181281375 181283652 + -ENSG00000274525.1 CTC-338M12.13 chr5 181291673 181295572 + -ENSG00000222533.1 RNU6-705P chr5 181301967 181302070 + -ENSG00000238035.8 AC138035.2 chr5 181306502 181324685 + -ENSG00000274553.1 AC138035.3 chr5 181329049 181331839 - -ENSG00000250765.5 AC138035.1 chr5 181329241 181342213 + -ENSG00000230178.1 OR4F3 chr5 181367268 181368262 + -ENSG00000251035.1 WBP1LP4 chr5 181378695 181379038 - -ENSG00000213285.4 RPL23AP45 chr5 181471963 181472430 + -ENSG00000271530.1 WBP1LP12 chr6 95124 95454 + -ENSG00000220212.1 OR4F1P chr6 105919 106856 - -ENSG00000170590.8 LINC00266-3 chr6 131910 144885 - -ENSG00000217929.3 CICP18 chr6 142272 145083 - -ENSG00000218577.1 RP3-416J7.1 chr6 167607 170631 - -ENSG00000263667.1 RP3-416J7.4 chr6 181466 205484 - -ENSG00000205653.1 RP3-416J7.5 chr6 203313 206392 + -ENSG00000112679.14 DUSP22 chr6 291630 351355 + -ENSG00000137265.14 IRF4 chr6 391739 411447 + -ENSG00000112685.13 EXOC2 chr6 485133 693111 - -ENSG00000230433.1 RP1-20B11.2 chr6 524171 525581 + -ENSG00000188996.4 HUS1B chr6 655939 656963 - -ENSG00000219712.1 RP11-532F6.2 chr6 669081 670307 - -ENSG00000272463.1 RP11-532F6.3 chr6 708592 711405 - -ENSG00000271727.1 RP11-532F6.4 chr6 711533 750729 + -ENSG00000271911.1 RP11-532F6.5 chr6 761675 780648 + -ENSG00000272485.1 RP11-284J1.1 chr6 774747 780214 - -ENSG00000276687.1 RP5-1077H22.2 chr6 905445 909006 - -ENSG00000278343.1 RP5-1077H22.1 chr6 958324 962272 - -ENSG00000270937.1 RP5-856G1.1 chr6 1026494 1027225 - -ENSG00000176515.1 RP5-856G1.2 chr6 1079929 1104946 + -ENSG00000164379.5 FOXQ1 chr6 1312473 1314187 + -ENSG00000281809.1 LINC01394 chr6 1321698 1324022 - -ENSG00000261730.1 RP4-668J24.2 chr6 1383790 1385066 - -ENSG00000137273.3 FOXF2 chr6 1389834 1395597 + -ENSG00000275859.1 MIR6720 chr6 1390314 1390411 - -ENSG00000243439.3 RN7SL352P chr6 1507322 1507598 + -ENSG00000218027.2 RP11-157J24.1 chr6 1513698 1515289 - -ENSG00000272279.1 RP11-157J24.2 chr6 1528364 1528911 - -ENSG00000280916.1 FOXCUT chr6 1605531 1606079 + -ENSG00000054598.6 FOXC1 chr6 1609972 1613897 + -ENSG00000112699.10 GMDS chr6 1623806 2245692 - -ENSG00000250903.8 GMDS-AS1 chr6 2245748 2482022 + -ENSG00000236086.4 HMGN2P28 chr6 2341450 2341711 + -ENSG00000266252.1 AL031768.1 chr6 2409536 2409635 - -ENSG00000272465.1 RP1-136B1.1 chr6 2437549 2438249 + -ENSG00000280423.1 RP11-299J5.1 chr6 2561947 2564143 + -ENSG00000164385.8 LINC01600 chr6 2621913 2634603 - -ENSG00000228718.1 RP11-145H9.3 chr6 2636936 2640001 + -ENSG00000145949.9 MYLK4 chr6 2663629 2750966 - -ENSG00000124535.15 WRNIP1 chr6 2765414 2786952 + -ENSG00000021355.12 SERPINB1 chr6 2832332 2842006 - -ENSG00000266750.1 MIR4645 chr6 2854031 2854107 - -ENSG00000230438.6 SERPINB9P1 chr6 2854657 2881407 - -ENSG00000170542.5 SERPINB9 chr6 2887266 2903280 - -ENSG00000232999.1 RP1-90J20.10 chr6 2910613 2912113 - -ENSG00000228365.1 RP1-90J20.2 chr6 2916894 2917733 + -ENSG00000124570.17 SERPINB6 chr6 2948159 2972165 - -ENSG00000244041.7 LINC01011 chr6 2987967 2991173 + -ENSG00000124588.19 NQO2 chr6 2987987 3028869 + -ENSG00000224846.2 RP1-90J20.8 chr6 2989722 2999134 - -ENSG00000271361.1 HTATSF1P2 chr6 3023142 3023772 - -ENSG00000274855.1 RP1-90J20.14 chr6 3033183 3033288 + -ENSG00000232654.1 FAM136BP chr6 3045384 3045800 + -ENSG00000217707.2 SERPINB8P1 chr6 3048835 3049211 + -ENSG00000229282.1 RP1-40E16.2 chr6 3055890 3056761 + -ENSG00000137275.13 RIPK1 chr6 3063991 3115187 + -ENSG00000272277.1 RP1-40E16.12 chr6 3068045 3068894 - -ENSG00000222248.1 RNA5SP201 chr6 3088686 3088809 - -ENSG00000137274.12 BPHL chr6 3118374 3153578 + -ENSG00000228170.1 RP1-40E16.11 chr6 3138394 3153062 - -ENSG00000137267.5 TUBB2A chr6 3153669 3157526 - -ENSG00000216819.1 TUBB2BP1 chr6 3177044 3179764 - -ENSG00000230269.6 RP1-40E16.9 chr6 3182744 3195756 - -ENSG00000137285.9 TUBB2B chr6 3224261 3231730 - -ENSG00000180822.11 PSMG4 chr6 3231403 3303373 + -ENSG00000137266.14 SLC22A23 chr6 3268962 3457022 - -ENSG00000272320.1 RP11-506K6.4 chr6 3311662 3313650 + -ENSG00000228793.1 RP1-223B1.1 chr6 3594247 3624747 - -ENSG00000270477.1 RP1-72E17.2 chr6 3693923 3694075 - -ENSG00000168994.13 PXDC1 chr6 3722614 3752026 - -ENSG00000270504.1 RP11-420L9.5 chr6 3751111 3753871 + -ENSG00000219992.2 RP11-420L9.2 chr6 3754099 3754840 + -ENSG00000238158.6 RP11-420L9.4 chr6 3831933 3855737 + -ENSG00000145945.5 FAM50B chr6 3849386 3851317 + -ENSG00000233068.2 RP1-140K8.1 chr6 3893126 3894292 + -ENSG00000260604.2 RP1-140K8.5 chr6 3904920 3911979 - -ENSG00000218472.2 RP1-140K8.2 chr6 3913922 3914292 - -ENSG00000217135.2 RP1-140K8.3 chr6 3921847 3922146 + -ENSG00000217566.2 TDGF1P4 chr6 3941282 3941801 + -ENSG00000216657.1 GLRX3P2 chr6 3978062 3979099 + -ENSG00000279926.1 RP3-406P24.5 chr6 3982673 3984130 + -ENSG00000272248.1 RP3-406P24.4 chr6 4018713 4019202 + -ENSG00000230648.1 RP3-406P24.3 chr6 4018843 4021215 - -ENSG00000112739.16 PRPF4B chr6 4021267 4064983 + -ENSG00000145975.13 FAM217A chr6 4049434 4087344 - -ENSG00000185689.15 C6orf201 chr6 4079209 4130951 + -ENSG00000198721.12 ECI2 chr6 4115689 4135597 - -ENSG00000254821.1 RP3-400B16.4 chr6 4135423 4146053 + -ENSG00000234817.2 RP3-400B16.1 chr6 4136072 4157385 + -ENSG00000237716.1 RP3-400B16.3 chr6 4186624 4188109 - -ENSG00000216307.2 RP3-400B16.2 chr6 4189116 4189806 + -ENSG00000231811.2 RP3-527G5.1 chr6 4345743 4347037 - -ENSG00000201185.1 RNA5SP202 chr6 4427963 4428081 + -ENSG00000260239.1 RP11-274H24.1 chr6 4491807 4495769 + -ENSG00000270695.1 RP1-21P18.1 chr6 4529722 4530008 + -ENSG00000260673.1 RP4-529N6.2 chr6 4599287 4602420 - -ENSG00000205444.2 RP4-529N6.1 chr6 4610656 4611304 + -ENSG00000217385.1 PSMC1P11 chr6 4702463 4703779 + -ENSG00000153046.17 CDYL chr6 4706159 4955551 + -ENSG00000236336.1 RP3-430A16.1 chr6 4774526 4775408 - -ENSG00000217030.1 RP11-428J1.2 chr6 4979072 4979494 + -ENSG00000124787.13 RPP40 chr6 4994732 5004063 - -ENSG00000272142.1 RP11-428J1.5 chr6 5029972 5043449 + -ENSG00000271978.1 RP11-428J1.4 chr6 5031756 5054423 - -ENSG00000220685.3 RP11-530A18.1 chr6 5065795 5066982 - -ENSG00000219607.3 PPP1R3G chr6 5084581 5089487 + -ENSG00000214113.10 LYRM4 chr6 5102593 5260939 - -ENSG00000265083.1 MIR3691 chr6 5148233 5148322 - -ENSG00000280624.1 AL162381.1 chr6 5224728 5224797 - -ENSG00000145982.11 FARS2 chr6 5261044 5771580 + -ENSG00000220446.2 RP3-520B18.1 chr6 5291030 5291388 - -ENSG00000269985.1 RP1-232P20.1 chr6 5451683 5458075 - -ENSG00000218574.1 HNRNPA1P37 chr6 5609227 5610195 - -ENSG00000270174.1 RP1-256G22.2 chr6 5664985 5695272 - -ENSG00000217239.3 RP1-182O16.1 chr6 5788346 5788699 - -ENSG00000216360.1 RP1-182O16.2 chr6 5817421 5818366 - -ENSG00000233064.2 RP3-380B8.4 chr6 5851506 5870220 + -ENSG00000239472.3 RN7SL221P chr6 5918564 5918844 - -ENSG00000215057.4 PKMP5 chr6 5972412 5974012 + -ENSG00000124785.8 NRN1 chr6 5997999 6007605 - -ENSG00000124491.15 F13A1 chr6 6144085 6321013 - -ENSG00000263572.2 MIR7853 chr6 6169304 6169435 - -ENSG00000216863.9 LY86-AS1 chr6 6346465 6622771 - -ENSG00000241216.1 SNAPC5P1 chr6 6347081 6347381 - -ENSG00000218868.1 CNN3P1 chr6 6534697 6535631 + -ENSG00000112799.8 LY86 chr6 6588108 6654983 + -ENSG00000261211.1 RP1-80N2.3 chr6 6680309 6683633 - -ENSG00000279368.1 RP1-80N2.4 chr6 6685148 6686984 + -ENSG00000226281.2 RP1-80N2.2 chr6 6692744 6711002 - -ENSG00000224532.2 RP3-470L22.1 chr6 6758276 6759291 - -ENSG00000219986.2 BTF3P7 chr6 6794915 6795402 - -ENSG00000223342.2 RP3-429O6.1 chr6 6901022 6918715 - -ENSG00000240936.3 RN7SL554P chr6 6938606 6938897 - -ENSG00000203498.2 RP11-556O15.1 chr6 6993191 6995554 + -ENSG00000124782.19 RREB1 chr6 7107597 7251980 + -ENSG00000225092.2 RP11-405O10.2 chr6 7183083 7185287 + -ENSG00000201483.1 Y_RNA chr6 7187582 7187686 - -ENSG00000124783.12 SSR1 chr6 7268306 7347446 - -ENSG00000238221.1 RP11-69L16.4 chr6 7276031 7298872 + -ENSG00000164304.15 CAGE1 chr6 7326656 7389743 - -ENSG00000219375.1 RP11-69L16.3 chr6 7331286 7331676 - -ENSG00000220472.1 RP11-69L16.5 chr6 7338839 7339568 - -ENSG00000230570.1 RP11-69L16.6 chr6 7340854 7342056 - -ENSG00000124784.8 RIOK1 chr6 7389496 7418037 + -ENSG00000233503.1 HNRNPLP1 chr6 7481094 7482594 - -ENSG00000219993.1 RP11-288G3.3 chr6 7506203 7506549 + -ENSG00000234115.2 RP11-288G3.4 chr6 7516600 7517840 - -ENSG00000261189.1 RP3-512B11.3 chr6 7540451 7541338 - -ENSG00000096696.13 DSP chr6 7541575 7586717 + -ENSG00000168566.11 SNRNP48 chr6 7590199 7611967 + -ENSG00000236512.1 RP3-336K20__B.2 chr6 7620422 7620878 + -ENSG00000153162.8 BMP6 chr6 7726797 7881422 + -ENSG00000259040.4 BLOC1S5-TXNDC5 chr6 7881250 8064364 - -ENSG00000239264.8 TXNDC5 chr6 7881517 7910814 - -ENSG00000217746.1 RP1-303A1.1 chr6 7938430 7939322 - -ENSG00000219294.6 PIP5K1P1 chr6 7986537 7988192 + -ENSG00000188428.16 BLOC1S5 chr6 8013567 8064414 - -ENSG00000265818.1 EEF1E1-BLOC1S5 chr6 8015726 8102530 - -ENSG00000124802.11 EEF1E1 chr6 8073360 8102578 - -ENSG00000232234.2 RP11-203H2.1 chr6 8329655 8342455 + -ENSG00000234763.1 RP11-203H2.2 chr6 8341937 8343021 - -ENSG00000124786.9 SLC35B3 chr6 8413068 8435483 - -ENSG00000251164.1 HULC chr6 8652137 8653846 + -ENSG00000276019.1 HULC chr6 8653558 8653797 + -ENSG00000230939.1 RP11-314C16.1 chr6 8784178 8785445 + -ENSG00000225775.1 RP11-354I10.1 chr6 9124221 9161777 - -ENSG00000181355.20 OFCC1 chr6 9596110 10211608 - -ENSG00000216368.2 RP3-486D24.1 chr6 10118452 10119253 + -ENSG00000229765.2 RP11-339A7.1 chr6 10213881 10214362 - -ENSG00000221583.1 RNU6ATAC21P chr6 10222036 10222161 + -ENSG00000275271.1 AL138885.1 chr6 10312350 10312458 + -ENSG00000216781.2 RP1-290I10.2 chr6 10365593 10366582 - -ENSG00000137203.10 TFAP2A chr6 10393186 10419659 - -ENSG00000229950.1 TFAP2A-AS1 chr6 10409340 10416446 + -ENSG00000228478.1 RP1-290I10.3 chr6 10423140 10426176 - -ENSG00000183674.11 LINC00518 chr6 10429255 10434874 - -ENSG00000229401.1 RP1-290I10.7 chr6 10434316 10456781 + -ENSG00000263705.1 MIR5689 chr6 10439717 10439794 + -ENSG00000238076.1 MRPL48P1 chr6 10459906 10460541 - -ENSG00000231056.1 RP1-290I10.5 chr6 10474500 10478502 - -ENSG00000111846.15 GCNT2 chr6 10492223 10629368 + -ENSG00000237685.1 RP11-360O19.4 chr6 10511036 10514546 - -ENSG00000216359.1 RP11-360O19.1 chr6 10514282 10514973 + -ENSG00000217181.1 RP11-360O19.5 chr6 10574749 10575227 - -ENSG00000205318.5 GCNT6 chr6 10633762 10634695 + -ENSG00000137434.11 C6orf52 chr6 10671418 10694797 - -ENSG00000201048.1 Y_RNA chr6 10674658 10674768 - -ENSG00000111845.4 PAK1IP1 chr6 10694695 10709782 + -ENSG00000111843.13 TMEM14C chr6 10722915 10731129 + -ENSG00000272097.1 RP11-421M1.8 chr6 10743324 10747663 - -ENSG00000137210.13 TMEM14B chr6 10747759 10852753 + -ENSG00000272162.1 RP11-637O19.3 chr6 10747794 10930423 + -ENSG00000222383.1 RNA5SP203 chr6 10752791 10752926 - -ENSG00000111837.11 MAK chr6 10762723 10838555 - -ENSG00000124827.6 GCM2 chr6 10873223 10881941 - -ENSG00000235051.3 RP11-637O19.2 chr6 10881780 10884349 + -ENSG00000153157.12 SYCP2L chr6 10886831 10979320 + -ENSG00000197977.3 ELOVL2 chr6 10980759 11044314 - -ENSG00000274541.1 RP1-62D2.4 chr6 11015586 11015888 + -ENSG00000230314.6 ELOVL2-AS1 chr6 11043524 11078226 + -ENSG00000224531.5 SMIM13 chr6 11094033 11138733 + -ENSG00000244476.2 ERVFRD-1 chr6 11102489 11111732 - -ENSG00000271245.1 RP4-761I2.5 chr6 11154929 11155150 - -ENSG00000247925.2 RP3-510L9.1 chr6 11173452 11259099 + -ENSG00000111859.16 NEDD9 chr6 11183298 11382348 - -ENSG00000233656.1 RP11-716O23.1 chr6 11417350 11481239 + -ENSG00000242753.1 RP11-716O23.2 chr6 11487226 11515710 + -ENSG00000202313.1 RNU1-64P chr6 11503509 11503671 - -ENSG00000218020.3 PRKRIRP5 chr6 11514192 11516466 + -ENSG00000205269.5 TMEM170B chr6 11538278 11583524 + -ENSG00000271897.1 RP11-679B17.2 chr6 11607552 11607981 + -ENSG00000277473.1 Metazoa_SRP chr6 11644067 11644343 + -ENSG00000207419.1 SNORA67 chr6 11709819 11709960 + -ENSG00000111863.12 ADTRP chr6 11712054 11807046 - -ENSG00000234427.1 RP3-413H6.2 chr6 11810602 11811248 + -ENSG00000215124.2 AMD1P4 chr6 11861626 11862970 - -ENSG00000225102.1 RP11-456H18.1 chr6 11990343 11992012 - -ENSG00000229896.2 RP11-456H18.2 chr6 12007670 12008856 + -ENSG00000095951.16 HIVEP1 chr6 12008762 12164999 + -ENSG00000078401.6 EDN1 chr6 12290363 12297194 + -ENSG00000218893.1 SUMO2P12 chr6 12319453 12319592 + -ENSG00000223321.1 RN7SKP293 chr6 12406486 12406781 - -ENSG00000212802.4 RPL15P3 chr6 12514110 12514724 + -ENSG00000234015.1 RP11-125M16.1 chr6 12582915 12585404 - -ENSG00000112137.16 PHACTR1 chr6 12716805 13290484 + -ENSG00000223291.1 AL354680.1 chr6 12753675 12753771 + -ENSG00000206702.1 RNU1-11P chr6 13214056 13214219 + -ENSG00000215022.7 RP1-257A7.4 chr6 13264861 13295586 - -ENSG00000145979.17 TBC1D7 chr6 13266542 13328583 - -ENSG00000272379.1 RP1-257A7.5 chr6 13290018 13290490 - -ENSG00000145990.10 GFOD1 chr6 13357830 13487662 - -ENSG00000237786.1 GFOD1-AS1 chr6 13486294 13486852 + -ENSG00000218265.1 RPS4XP7 chr6 13521266 13522045 + -ENSG00000202351.1 RN7SKP204 chr6 13547704 13548013 + -ENSG00000124523.14 SIRT5 chr6 13574529 13615158 + -ENSG00000261071.1 RP1-223E5.4 chr6 13614111 13615155 - -ENSG00000225921.6 NOL7 chr6 13615327 13632739 + -ENSG00000010017.12 RANBP9 chr6 13621498 13711564 - -ENSG00000280458.1 U7 chr6 13680080 13680141 + -ENSG00000050393.11 MCUR1 chr6 13786557 13814568 - -ENSG00000272209.1 RP3-500L14.2 chr6 13825432 13826574 + -ENSG00000180537.12 RNF182 chr6 13924446 13980302 + -ENSG00000220868.2 MRPL35P1 chr6 13949095 13949666 + -ENSG00000233981.1 RP3-380E11.2 chr6 14004920 14006901 + -ENSG00000112149.9 CD83 chr6 14117256 14136918 + -ENSG00000238987.1 RNU7-133P chr6 14156462 14156523 + -ENSG00000230631.1 RP11-359N11.1 chr6 14229775 14231570 - -ENSG00000226673.1 LINC01108 chr6 14280127 14285145 - -ENSG00000237346.1 RP3-448I9.2 chr6 14391231 14393288 - -ENSG00000234540.1 RP3-448I9.1 chr6 14394326 14404289 + -ENSG00000229646.2 RP11-330A16.1 chr6 14597514 14599690 - -ENSG00000206960.1 RNU6-793P chr6 14646535 14646638 + -ENSG00000234261.3 RP11-146I2.1 chr6 14661829 15090003 - -ENSG00000216754.2 RP1-190J20.2 chr6 15102946 15104130 - -ENSG00000242989.3 RN7SL332P chr6 15112968 15113221 + -ENSG00000264687.1 AL050335.1 chr6 15149699 15149799 - -ENSG00000271888.1 RP11-560J1.2 chr6 15243923 15245000 - -ENSG00000008083.13 JARID2 chr6 15246296 15522040 + -ENSG00000235488.1 JARID2-AS1 chr6 15247815 15248634 - -ENSG00000201367.1 RNU6-522P chr6 15314920 15315026 + -ENSG00000201519.1 RNU6-645P chr6 15324367 15324472 - -ENSG00000277411.1 5S_rRNA chr6 15522195 15522300 - -ENSG00000047579.19 DTNBP1 chr6 15522801 15663058 - -ENSG00000214027.3 ARPC3P5 chr6 15934782 15935315 + -ENSG00000232947.1 RP11-401E14.2 chr6 15994944 15999797 + -ENSG00000274212.1 RP11-401E14.3 chr6 16041381 16041614 - -ENSG00000217585.1 RP1-13D10.5 chr6 16107622 16108593 + -ENSG00000007944.14 MYLIP chr6 16129125 16148248 + -ENSG00000263712.1 MIR4639 chr6 16141556 16141624 + -ENSG00000218073.1 RP1-13D10.2 chr6 16160926 16161411 + -ENSG00000217078.1 RP1-13D10.3 chr6 16163377 16163762 - -ENSG00000216364.1 MRPL42P2 chr6 16171606 16172031 + -ENSG00000251831.1 RNU6-1114P chr6 16205014 16205120 + -ENSG00000207193.1 Y_RNA chr6 16232231 16232330 - -ENSG00000137198.9 GMPR chr6 16238580 16295549 + -ENSG00000282024.1 RP3-467D16.3 chr6 16259101 16264553 - -ENSG00000124788.17 ATXN1 chr6 16299112 16761491 - -ENSG00000281447.1 AL009031.1 chr6 16301693 16301824 - -ENSG00000265642.1 AL034375.1 chr6 16428444 16428523 - -ENSG00000229931.1 RP1-151F17.1 chr6 16761138 16762652 + -ENSG00000272341.1 RP1-151F17.2 chr6 16764346 16766883 + -ENSG00000221492.2 AL591610.1 chr6 16897425 16897489 + -ENSG00000277100.1 AL133405.1 chr6 17054585 17054684 + -ENSG00000230873.8 STMND1 chr6 17102258 17131372 + -ENSG00000112183.14 RBM24 chr6 17281346 17293875 + -ENSG00000219314.1 RP1-273P12.1 chr6 17381367 17382120 + -ENSG00000112186.11 CAP2 chr6 17393216 17557792 + -ENSG00000184612.8 RPL7P26 chr6 17530899 17531652 - -ENSG00000218359.1 SUMO2P13 chr6 17582034 17582305 + -ENSG00000137414.5 FAM8A1 chr6 17600355 17611719 + -ENSG00000124789.11 NUP153 chr6 17615035 17706834 - -ENSG00000206881.1 RNU6-190P chr6 17619533 17619634 + -ENSG00000272269.1 RP11-500C11.3 chr6 17706257 17707344 + -ENSG00000201415.1 RNA5SP204 chr6 17721786 17721903 - -ENSG00000201442.2 Y_RNA chr6 17737458 17737556 - -ENSG00000137177.18 KIF13A chr6 17759183 17987623 - -ENSG00000220920.1 RP3-525L6.2 chr6 17953572 17953930 + -ENSG00000187566.4 NHLRC1 chr6 18121419 18122606 - -ENSG00000137364.4 TPMT chr6 18128311 18155074 - -ENSG00000165097.13 KDM1B chr6 18155329 18223853 + -ENSG00000124795.14 DEK chr6 18223868 18264823 - -ENSG00000199715.1 Y_RNA chr6 18273165 18273266 - -ENSG00000278102.1 RP11-14J16.1 chr6 18304854 18305045 - -ENSG00000200681.1 RNU6-263P chr6 18306973 18307079 - -ENSG00000217414.2 RP11-528A10.2 chr6 18363417 18365423 - -ENSG00000218976.2 RP11-528A10.1 chr6 18366736 18368644 - -ENSG00000137393.9 RNF144B chr6 18387350 18468874 + -ENSG00000207775.1 MIR548A1 chr6 18571784 18571880 + -ENSG00000217379.2 RP11-254A17.1 chr6 19143695 19144160 + -ENSG00000231662.1 RP11-686D16.1 chr6 19290319 19321021 - -ENSG00000218643.2 RPL5P20 chr6 19348181 19349076 + -ENSG00000201523.1 RNA5SP205 chr6 19438283 19438418 + -ENSG00000226786.2 RP1-167F1.2 chr6 19534944 19839080 - -ENSG00000214012.4 KRT18P38 chr6 19612755 19614036 + -ENSG00000217314.2 UQCRFS1P3 chr6 19638040 19638808 - -ENSG00000200957.1 RNU6-801P chr6 19642425 19642529 - -ENSG00000237404.1 RP3-471C18.2 chr6 19689825 19753113 - -ENSG00000227116.1 RP3-471C18.1 chr6 19730427 19734567 - -ENSG00000228412.6 RP4-625H18.2 chr6 19802164 19804752 - -ENSG00000172201.10 ID4 chr6 19837386 19840684 + -ENSG00000229700.1 RP1-130G2.1 chr6 20042455 20042940 - -ENSG00000172197.10 MBOAT1 chr6 20102145 20212399 - -ENSG00000227803.2 RP11-239H6.2 chr6 20212087 20317739 + -ENSG00000112242.14 E2F3 chr6 20401906 20493715 + -ENSG00000240869.3 RN7SL128P chr6 20421583 20421887 - -ENSG00000281428.1 AL136303.2 chr6 20421686 20421749 - -ENSG00000252949.1 AL136303.1 chr6 20422318 20422401 + -ENSG00000224707.1 E2F3-IT1 chr6 20437821 20440178 + -ENSG00000222431.1 RNU6-141P chr6 20452369 20452473 - -ENSG00000201683.1 Y_RNA chr6 20500175 20500276 + -ENSG00000145996.11 CDKAL1 chr6 20534457 21232404 + -ENSG00000225832.1 RP3-348I23.3 chr6 20722328 20723655 - -ENSG00000233848.1 RP3-348I23.2 chr6 20756103 20800694 - -ENSG00000252046.1 RNU6-150P chr6 20993474 20993568 - -ENSG00000227089.2 RP1-135L22.1 chr6 21354411 21355296 - -ENSG00000280989.1 LINC00581 chr6 21486061 21511895 - -ENSG00000231754.1 RP11-204E9.1 chr6 21522476 21523772 - -ENSG00000124766.5 SOX4 chr6 21592769 21598619 + -ENSG00000220771.2 BOLA2P3 chr6 21602128 21602383 + -ENSG00000272168.5 CASC15 chr6 21664772 22214505 + -ENSG00000280443.1 RP4-551N11.1 chr6 21822536 21822737 + -ENSG00000222515.1 RN7SKP240 chr6 22085544 22085918 + -ENSG00000260455.1 NBAT1 chr6 22134957 22147193 - -ENSG00000219404.2 RP11-524C21.1 chr6 22213306 22214237 - -ENSG00000261568.1 RP11-524C21.2 chr6 22220781 22222395 + -ENSG00000260049.1 RP3-404K8.2 chr6 22260424 22317798 + -ENSG00000172179.11 PRL chr6 22287244 22297501 - -ENSG00000112273.6 HDGFL1 chr6 22569493 22571666 + -ENSG00000228772.2 RP1-309H15.2 chr6 22589137 22593833 - -ENSG00000233358.2 RP1-209A6.1 chr6 22744395 23031780 - -ENSG00000218476.2 RP11-108N13.1 chr6 23102680 23103546 + -ENSG00000207394.1 RNU6-1060P chr6 23124981 23125087 - -ENSG00000235743.1 RP11-439H9.1 chr6 23337711 23346560 + -ENSG00000219453.1 RP4-810F7.1 chr6 23649496 23649774 + -ENSG00000278128.1 RP11-440J4.2 chr6 23854444 23855457 + -ENSG00000218512.2 SPTLC1P2 chr6 23856698 23856818 - -ENSG00000220748.2 RP1-59B16.1 chr6 23971879 23972941 + -ENSG00000219582.2 HNRNPA1P58 chr6 24001824 24002430 + -ENSG00000152954.11 NRSN1 chr6 24126122 24154900 + -ENSG00000251830.1 SNORD46 chr6 24166273 24166374 + -ENSG00000146038.11 DCDC2 chr6 24171756 24358052 - -ENSG00000146049.1 KAAG1 chr6 24356903 24358284 + -ENSG00000202050.1 RNU6-391P chr6 24365651 24365754 + -ENSG00000124532.14 MRS2 chr6 24402908 24426194 + -ENSG00000112293.14 GPLD1 chr6 24424565 24495205 - -ENSG00000112294.12 ALDH5A1 chr6 24494852 24537207 + -ENSG00000137261.13 KIAA0319 chr6 24544104 24646155 - -ENSG00000218186.2 KRT8P43 chr6 24598012 24599790 + -ENSG00000280713.1 AL512385.1 chr6 24599052 24599184 - -ENSG00000111802.13 TDP2 chr6 24649977 24667033 - -ENSG00000112304.10 ACOT13 chr6 24667035 24705065 + -ENSG00000272345.1 RP1-30M3.5 chr6 24700907 24701793 - -ENSG00000112308.12 C6orf62 chr6 24704861 24720836 - -ENSG00000272402.1 RP1-30M3.6 chr6 24706747 24707151 + -ENSG00000224164.1 RP3-369A17.4 chr6 24742302 24751921 + -ENSG00000218806.2 RP3-369A17.2 chr6 24750671 24751625 - -ENSG00000112312.9 GMNN chr6 24774931 24786099 + -ENSG00000260286.3 C6orf229 chr6 24797321 24798889 - -ENSG00000282804.1 RP3-369A17.6 chr6 24797373 24809798 - -ENSG00000111913.15 FAM65B chr6 24804282 25042168 - -ENSG00000263391.1 AL512428.1 chr6 24839967 24840065 - -ENSG00000217083.1 RP1-245M18.2 chr6 24947880 24948344 + -ENSG00000214975.4 PPIAP29 chr6 24976419 24976982 + -ENSG00000272053.1 RP11-367G6.3 chr6 25014952 25042170 - -ENSG00000220517.2 ASS1P1 chr6 25023247 25024483 - -ENSG00000244618.3 RN7SL334P chr6 25031009 25031287 - -ENSG00000229313.1 RP3-425P12.5 chr6 25041839 25056664 + -ENSG00000223623.1 RP3-425P12.1 chr6 25053627 25057073 - -ENSG00000230372.1 RP3-425P12.2 chr6 25061625 25063507 - -ENSG00000168405.14 CMAHP chr6 25081068 25166555 - -ENSG00000219682.4 RP3-425P12.4 chr6 25140003 25141403 + -ENSG00000262400.1 RP11-191A15.1 chr6 25152547 25152883 + -ENSG00000217805.2 RP11-191A15.2 chr6 25181359 25181745 + -ENSG00000264238.1 AL590084.1 chr6 25203253 25203340 + -ENSG00000219681.2 RP11-191A15.4 chr6 25218688 25219069 + -ENSG00000235733.2 RP3-522P13.3 chr6 25245356 25261411 - -ENSG00000271108.1 KATNBL1P5 chr6 25248263 25248779 + -ENSG00000216718.7 RP3-522P13.1 chr6 25261239 25261731 + -ENSG00000213972.3 RP3-522P13.2 chr6 25272200 25273751 - -ENSG00000079691.16 LRRC16A chr6 25279078 25620530 + -ENSG00000207286.1 Y_RNA chr6 25287432 25287533 - -ENSG00000277593.1 AL024509.1 chr6 25326110 25326186 + -ENSG00000207490.1 RNU6-987P chr6 25383599 25383702 + -ENSG00000253017.1 AL160037.1 chr6 25407895 25407971 + -ENSG00000079689.13 SCGN chr6 25652201 25701783 + -ENSG00000217408.2 PRELID1P2 chr6 25678769 25679164 - -ENSG00000164508.4 HIST1H2AA chr6 25726132 25726527 - -ENSG00000146047.5 HIST1H2BA chr6 25726909 25727292 + -ENSG00000178762.4 HIST1H2BPS1 chr6 25731782 25732091 - -ENSG00000216436.2 HIST1H2APS1 chr6 25732497 25732827 + -ENSG00000280964.1 AL512384.1 chr6 25732635 25732774 - -ENSG00000146039.10 SLC17A4 chr6 25754699 25781191 + -ENSG00000124568.10 SLC17A1 chr6 25782897 25832059 - -ENSG00000124564.17 SLC17A3 chr6 25833066 25882286 - -ENSG00000276745.1 AL138726.1 chr6 25846628 25846728 - -ENSG00000242387.1 HIST1H2APS2 chr6 25882026 25882395 - -ENSG00000277410.1 RP1-139G21.4 chr6 25885419 25885751 + -ENSG00000112337.10 SLC17A2 chr6 25912754 25930726 - -ENSG00000112343.10 TRIM38 chr6 25962802 25991226 + -ENSG00000272558.1 U91328.21 chr6 25983812 25999167 - -ENSG00000272462.2 U91328.19 chr6 25992662 26001775 + -ENSG00000272810.1 U91328.22 chr6 26013241 26013757 + -ENSG00000224447.1 HIST1H1PS2 chr6 26016379 26016601 + -ENSG00000124610.4 HIST1H1A chr6 26017085 26017732 - -ENSG00000275714.1 HIST1H3A chr6 26020490 26020900 + -ENSG00000278637.1 HIST1H4A chr6 26021679 26021990 + -ENSG00000278705.1 HIST1H4B chr6 26026815 26027252 - -ENSG00000274267.1 HIST1H3B chr6 26031650 26032060 - -ENSG00000278463.1 HIST1H2AB chr6 26033176 26033568 - -ENSG00000276410.2 HIST1H2BB chr6 26043227 26123904 - -ENSG00000234816.2 U91328.2 chr6 26043989 26044357 + -ENSG00000278272.1 HIST1H3C chr6 26045411 26045821 + -ENSG00000187837.3 HIST1H1C chr6 26055787 26056428 - -ENSG00000010704.18 HFE chr6 26087281 26098343 + -ENSG00000197061.4 HIST1H4C chr6 26103876 26104310 + -ENSG00000187475.5 HIST1H1T chr6 26107419 26108136 - -ENSG00000180596.7 HIST1H2BC chr6 26114873 26123926 - -ENSG00000180573.9 HIST1H2AC chr6 26124145 26139116 + -ENSG00000281052.1 U91328.1 chr6 26124436 26124576 - -ENSG00000168298.5 HIST1H1E chr6 26156391 26157050 + -ENSG00000158373.8 HIST1H2BD chr6 26158146 26171349 + -ENSG00000217159.2 LARP1P1 chr6 26164072 26164363 + -ENSG00000274290.1 HIST1H2BE chr6 26183795 26184180 + -ENSG00000277157.1 HIST1H4D chr6 26188765 26189076 - -ENSG00000216331.1 HIST1H1PS1 chr6 26195566 26195771 + -ENSG00000197409.7 HIST1H3D chr6 26196840 26197250 - -ENSG00000196866.2 HIST1H2AD chr6 26198851 26199243 - -ENSG00000281823.1 AL031777.2 chr6 26198861 26198997 + -ENSG00000277224.1 HIST1H2BF chr6 26199559 26199939 + -ENSG00000217275.2 RP1-34B20.4 chr6 26202156 26202654 + -ENSG00000276966.1 HIST1H4E chr6 26204645 26204956 + -ENSG00000273802.1 HIST1H2BG chr6 26216066 26216692 - -ENSG00000277075.1 HIST1H2AE chr6 26216975 26217367 + -ENSG00000280547.1 AL031777.1 chr6 26217220 26217357 - -ENSG00000277720.1 RP1-34B20.19 chr6 26219045 26219240 + -ENSG00000274750.1 HIST1H3E chr6 26225155 26225565 + -ENSG00000218281.1 HIST1H2APS3 chr6 26233122 26233255 + -ENSG00000124575.6 HIST1H1D chr6 26234268 26234933 - -ENSG00000274618.1 HIST1H4F chr6 26240426 26240737 + -ENSG00000275663.1 HIST1H4G chr6 26246681 26246977 - -ENSG00000277775.1 HIST1H3F chr6 26250195 26250605 - -ENSG00000275713.1 HIST1H2BH chr6 26251651 26252031 + -ENSG00000273983.1 HIST1H3G chr6 26269405 26271815 - -ENSG00000218690.1 HIST1H2APS4 chr6 26272193 26272540 - -ENSG00000278588.1 HIST1H2BI chr6 26272976 26273356 + -ENSG00000158406.3 HIST1H4H chr6 26285113 26285509 - -ENSG00000281724.1 AL021917.1 chr6 26312572 26312685 - -ENSG00000220875.1 HIST1H3PS1 chr6 26321876 26322292 - -ENSG00000186470.13 BTN3A2 chr6 26365159 26378320 + -ENSG00000124508.16 BTN2A2 chr6 26383096 26394874 + -ENSG00000026950.16 BTN3A1 chr6 26402237 26415216 + -ENSG00000124549.14 BTN2A3P chr6 26421391 26432383 + -ENSG00000111801.15 BTN3A3 chr6 26440472 26453415 + -ENSG00000112763.15 BTN2A1 chr6 26457904 26476621 + -ENSG00000124557.12 BTN1A1 chr6 26501221 26510422 + -ENSG00000199289.1 RNU6-502P chr6 26519351 26519458 - -ENSG00000228223.2 HCG11 chr6 26523450 26526579 + -ENSG00000261353.1 CTA-14H9.5 chr6 26527063 26527404 + -ENSG00000182952.4 HMGN4 chr6 26538405 26546254 + -ENSG00000146109.4 ABT1 chr6 26596952 26600744 + -ENSG00000275846.1 RP11-457M11.7 chr6 26602733 26606661 + -ENSG00000271071.1 RP11-457M11.6 chr6 26611903 26613109 - -ENSG00000181315.10 ZNF322 chr6 26634383 26659752 - -ENSG00000281140.1 AL513548.1 chr6 26640702 26640781 - -ENSG00000261584.1 RP11-457M11.5 chr6 26686241 26687964 + -ENSG00000281452.1 Clostridiales-1 chr6 26761897 26762029 - -ENSG00000241549.8 GUSBP2 chr6 26871484 26956554 - -ENSG00000243307.2 POM121L6P chr6 26896952 26898777 + -ENSG00000224843.6 LINC00240 chr6 26956992 27023924 + -ENSG00000272312.1 RP11-239L20.6 chr6 27001208 27001648 - -ENSG00000238621.1 TRI-TAT2-2 chr6 27020335 27020447 + -ENSG00000220581.1 VN1R12P chr6 27033435 27034310 - -ENSG00000216762.1 VN1R13P chr6 27060365 27061249 - -ENSG00000219770.1 VN1R11P chr6 27083280 27084147 + -ENSG00000222800.1 RNU2-62P chr6 27109790 27109980 - -ENSG00000272468.1 RP1-86C11.7 chr6 27122657 27123221 - -ENSG00000124635.8 HIST1H2BJ chr6 27125897 27132750 - -ENSG00000196787.3 HIST1H2AG chr6 27133042 27135291 + -ENSG00000276180.1 HIST1H4I chr6 27138588 27139881 + -ENSG00000197903.7 HIST1H2BK chr6 27146418 27146798 - -ENSG00000274997.1 HIST1H2AH chr6 27147129 27147515 + -ENSG00000280696.1 AL021807.1 chr6 27147375 27147516 - -ENSG00000265565.1 MIR3143 chr6 27147626 27147688 + -ENSG00000174572.3 RP11-209A2.1 chr6 27211244 27211913 + -ENSG00000112812.15 PRSS16 chr6 27247701 27256624 + -ENSG00000270935.1 XXbac-BPGBPG24O18.1 chr6 27268113 27269229 + -ENSG00000158553.4 POM121L2 chr6 27285903 27312170 - -ENSG00000220758.4 VN1R10P chr6 27324894 27325768 + -ENSG00000204789.4 ZNF204P chr6 27357825 27360221 - -ENSG00000124613.8 ZNF391 chr6 27374615 27403904 + -ENSG00000271755.1 RP1-153G14.4 chr6 27404010 27406964 - -ENSG00000237154.2 MCFD2P1 chr6 27407697 27407996 + -ENSG00000096654.15 ZNF184 chr6 27450743 27473118 - -ENSG00000280950.1 AL021918.2 chr6 27495813 27495929 + -ENSG00000278332.1 XXbac-BPGBPG34I8.2 chr6 27510501 27510694 + -ENSG00000270666.1 XXbac-BPGBPG34I8.1 chr6 27515039 27515274 - -ENSG00000218347.2 HNRNPA1P1 chr6 27523076 27524339 + -ENSG00000280871.1 AL021918.1 chr6 27545669 27545777 + -ENSG00000219738.2 XXbac-BPG34I8.3 chr6 27560822 27561744 - -ENSG00000206671.1 RNU6-471P chr6 27596412 27596517 + -ENSG00000238648.1 TRI-TAT2-3 chr6 27631409 27631532 + -ENSG00000216676.2 RP1-15D7.1 chr6 27652602 27652825 - -ENSG00000276793.1 AL031229.1 chr6 27666481 27666589 + -ENSG00000281706.2 LINC01012 chr6 27694035 27710222 + -ENSG00000216915.2 RP1-97D16.1 chr6 27737000 27738494 - -ENSG00000218069.2 RSL24D1P1 chr6 27780619 27781111 - -ENSG00000217862.2 HIST1H4PS1 chr6 27807075 27807339 + -ENSG00000185130.5 HIST1H2BL chr6 27807444 27807931 - -ENSG00000196747.4 HIST1H2AI chr6 27808199 27808701 + -ENSG00000281258.1 AL009179.1 chr6 27808413 27808553 - -ENSG00000278828.1 HIST1H3H chr6 27810064 27811300 + -ENSG00000276368.1 HIST1H2AJ chr6 27814354 27814740 - -ENSG00000280826.1 AL049822.1 chr6 27814397 27814537 + -ENSG00000273703.1 HIST1H2BM chr6 27815044 27815424 + -ENSG00000197238.4 HIST1H4J chr6 27824108 27824480 + -ENSG00000273542.1 HIST1H4K chr6 27831216 27831527 - -ENSG00000233822.4 HIST1H2BN chr6 27837760 27865798 + -ENSG00000275221.1 HIST1H2AK chr6 27837947 27838339 - -ENSG00000281435.1 Z98744.1 chr6 27837957 27838094 + -ENSG00000217646.1 HIST1H2BPS2 chr6 27864062 27864401 - -ENSG00000276903.1 HIST1H2AL chr6 27865355 27865747 + -ENSG00000281512.1 Z98744.2 chr6 27865600 27865738 - -ENSG00000184357.4 HIST1H1B chr6 27866849 27867529 - -ENSG00000275379.1 HIST1H3I chr6 27871905 27872315 - -ENSG00000275126.1 HIST1H4L chr6 27873199 27873510 - -ENSG00000197153.4 HIST1H3J chr6 27890382 27893106 - -ENSG00000278677.1 HIST1H2AM chr6 27892757 27893149 - -ENSG00000281851.1 Z98744.3 chr6 27892767 27892904 + -ENSG00000274641.1 HIST1H2BO chr6 27893463 27893843 + -ENSG00000238610.1 RNU7-26P chr6 27897504 27897566 - -ENSG00000168131.4 OR2B2 chr6 27911185 27912396 - -ENSG00000168126.3 OR2W6P chr6 27937465 27938403 + -ENSG00000124657.1 OR2B6 chr6 27957241 27958182 + -ENSG00000214374.2 RPLP2P1 chr6 27965175 27965514 + -ENSG00000216629.1 OR2W4P chr6 27977150 27978075 + -ENSG00000217539.2 IQCB2P chr6 28010723 28012355 + -ENSG00000199851.2 U3 chr6 28015568 28015777 + -ENSG00000217315.1 OR2W2P chr6 28033947 28034855 + -ENSG00000187763.3 OR2B7P chr6 28046434 28047367 + -ENSG00000182477.5 OR2B8P chr6 28053228 28054165 - -ENSG00000220721.1 OR1F12 chr6 28073316 28074233 + -ENSG00000272009.1 RP1-313I6.12 chr6 28078792 28081130 - -ENSG00000197279.3 ZNF165 chr6 28080975 28089563 + -ENSG00000219891.2 ZSCAN12P1 chr6 28091154 28093664 + -ENSG00000219392.1 RP1-265C24.5 chr6 28115628 28116551 + -ENSG00000269293.2 ZSCAN16-AS1 chr6 28121795 28137293 - -ENSG00000196812.4 ZSCAN16 chr6 28124560 28130082 + -ENSG00000261839.1 RP1-265C24.8 chr6 28136849 28139678 + -ENSG00000198315.10 ZKSCAN8 chr6 28141910 28159472 + -ENSG00000226314.7 ZNF192P1 chr6 28161781 28169594 + -ENSG00000280107.1 AL022393.9 chr6 28170845 28172521 + -ENSG00000216901.1 AL022393.7 chr6 28176188 28176674 + -ENSG00000218016.2 ZNF192P2 chr6 28188050 28189432 + -ENSG00000176933.5 TOB2P1 chr6 28217643 28218634 - -ENSG00000137185.11 ZSCAN9 chr6 28224886 28233482 + -ENSG00000187626.8 ZKSCAN4 chr6 28244623 28252224 - -ENSG00000189134.3 NKAPL chr6 28259320 28260958 + -ENSG00000197062.11 ZSCAN26 chr6 28267010 28278224 + -ENSG00000276302.1 RP5-874C20.8 chr6 28267121 28281580 + -ENSG00000137338.5 PGBD1 chr6 28281572 28302549 + -ENSG00000273712.1 RP5-874C20.7 chr6 28315613 28315883 - -ENSG00000270326.1 RP5-874C20.6 chr6 28319660 28319852 - -ENSG00000235109.7 ZSCAN31 chr6 28324693 28356271 - -ENSG00000189298.13 ZKSCAN3 chr6 28349914 28369177 + -ENSG00000158691.14 ZSCAN12 chr6 28378955 28399734 - -ENSG00000251877.1 RNU2-45P chr6 28410270 28410456 + -ENSG00000187987.9 ZSCAN23 chr6 28431930 28443502 - -ENSG00000231162.4 COX11P1 chr6 28446973 28447807 + -ENSG00000219262.1 OR2E1P chr6 28455648 28456141 - -ENSG00000198704.9 GPX6 chr6 28503296 28528215 - -ENSG00000224586.6 GPX5 chr6 28525925 28534952 + -ENSG00000232040.2 ZBED9 chr6 28571630 28616212 - -ENSG00000246350.1 RP5-1186N24.3 chr6 28587378 28591747 + -ENSG00000271440.1 RP11-373N24.2 chr6 28633381 28633594 - -ENSG00000235570.1 LINC00533 chr6 28648286 28649066 - -ENSG00000265764.2 AL121932.1 chr6 28658234 28658317 - -ENSG00000237425.1 RPSAP2 chr6 28732017 28732904 + -ENSG00000235559.1 NOP56P1 chr6 28783633 28784004 - -ENSG00000225173.1 XXbac-BPG308K3.5 chr6 28837869 28839006 - -ENSG00000225595.2 XXbac-BPG308K3.6 chr6 28859625 28864630 - -ENSG00000213916.2 RPL13P chr6 28861416 28862047 + -ENSG00000233366.1 ZNF90P2 chr6 28888832 28889906 - -ENSG00000224157.1 HCG14 chr6 28896530 28897322 + -ENSG00000204713.10 TRIM27 chr6 28903002 28923989 - -ENSG00000212240.1 RNU6-930P chr6 28915645 28915744 + -ENSG00000204709.4 LINC01556 chr6 28943877 28944537 + -ENSG00000228666.1 KRT18P1 chr6 28969130 28970460 - -ENSG00000263426.2 RN7SL471P chr6 28977475 28977773 + -ENSG00000280628.1 AL662791.1 chr6 28977613 28977709 + -ENSG00000227214.2 HCG15 chr6 28986203 28987484 + -ENSG00000244349.1 HCG16 chr6 28986800 28988536 + -ENSG00000197935.6 ZNF311 chr6 28994785 29005316 - -ENSG00000223677.1 OR2AD1P chr6 29026680 29027607 - -ENSG00000277661.4 XXbac-BPG258E24.10 chr6 29036021 29076524 + -ENSG00000204704.2 OR2W1 chr6 29044213 29045240 - -ENSG00000236909.1 OR2P1P chr6 29071824 29072599 - -ENSG00000228364.1 SAR1P1 chr6 29076573 29077168 - -ENSG00000204703.4 OR2B3 chr6 29086307 29087313 - -ENSG00000204702.4 OR2J1 chr6 29100609 29101881 + -ENSG00000204701.1 OR2J3 chr6 29111891 29112826 + -ENSG00000227206.1 XXbac-BCX196D17.5 chr6 29124210 29128908 + -ENSG00000203492.3 OR2N1P chr6 29137880 29138816 - -ENSG00000204700.4 OR2J2 chr6 29173303 29174574 + -ENSG00000224233.1 OR2J4P chr6 29181510 29182445 + -ENSG00000273960.1 AL645937.1 chr6 29201768 29201834 + -ENSG00000230598.1 OR2H4P chr6 29215236 29216179 + -ENSG00000232505.2 XXbac-BPG308J9.3 chr6 29223973 29290440 + -ENSG00000213911.2 OR2G1P chr6 29229227 29230157 - -ENSG00000204697.3 OR2U1P chr6 29262703 29264079 - -ENSG00000242524.1 OR2U2P chr6 29268462 29269421 - -ENSG00000197171.5 OR2B4P chr6 29290711 29291653 + -ENSG00000204695.3 OR14J1 chr6 29306690 29307655 + -ENSG00000230056.1 DDX6P1 chr6 29329626 29331061 - -ENSG00000243729.3 OR5V1 chr6 29355230 29431967 - -ENSG00000112462.8 OR12D3 chr6 29373423 29375291 - -ENSG00000280236.1 OR12D2 chr6 29396555 29397671 + -ENSG00000168787.6 OR12D2 chr6 29396700 29397623 + -ENSG00000251608.1 OR12D1 chr6 29417280 29418226 + -ENSG00000204694.10 OR11A1 chr6 29425504 29457071 - -ENSG00000206474.7 OR10C1 chr6 29439306 29440977 + -ENSG00000279941.1 AL645927.1 chr6 29440016 29440954 + -ENSG00000277881.1 XXbac-BPG13B8.11 chr6 29450210 29450558 + -ENSG00000204688.9 OR2H1 chr6 29457181 29464328 + -ENSG00000225797.2 UBDP1 chr6 29464596 29469806 - -ENSG00000230164.1 MAS1LP1 chr6 29475025 29476071 - -ENSG00000204687.4 MAS1L chr6 29486697 29487956 - -ENSG00000213900.2 RPS17P1 chr6 29489271 29489676 - -ENSG00000229274.1 XXbac-BPG13B8.10 chr6 29497509 29510556 + -ENSG00000224582.5 LINC01015 chr6 29529420 29533665 + -ENSG00000229281.1 GPR53P chr6 29537704 29538787 - -ENSG00000237988.3 OR2I1P chr6 29553219 29554166 + -ENSG00000213886.3 UBD chr6 29555515 29559925 - -ENSG00000204681.10 GABBR1 chr6 29555629 29633976 - -ENSG00000232173.2 OR2H5P chr6 29573909 29574836 + -ENSG00000227609.2 TMEM183AP1 chr6 29577459 29577748 + -ENSG00000201330.1 SNORD32B chr6 29582249 29582332 + -ENSG00000231301.1 RPL13AP chr6 29582508 29583025 + -ENSG00000204657.3 OR2H2 chr6 29587455 29589038 + -ENSG00000235238.1 SUMO2P1 chr6 29636060 29636343 - -ENSG00000204655.11 MOG chr6 29656981 29672372 + -ENSG00000204644.9 ZFP57 chr6 29672392 29681110 - -ENSG00000233916.1 ZDHHC20P1 chr6 29708125 29708547 - -ENSG00000204642.13 HLA-F chr6 29722775 29738528 + -ENSG00000225864.1 HCG4P11 chr6 29722981 29723971 - -ENSG00000214922.9 HLA-F-AS1 chr6 29726601 29749049 - -ENSG00000239257.1 RPL23AP1 chr6 29726669 29727139 - -ENSG00000273340.1 MICE chr6 29741731 29748969 - -ENSG00000227758.1 HCG9P5 chr6 29748289 29748513 + -ENSG00000199290.1 Y_RNA chr6 29750371 29750472 + -ENSG00000235821.1 IFITM4P chr6 29750729 29751148 - -ENSG00000272236.1 XXbac-BPG170G13.32 chr6 29751965 29752207 - -ENSG00000270896.1 XXbac-BPG170G13.31 chr6 29763258 29763392 - -ENSG00000181126.13 HLA-V chr6 29790954 29797811 + -ENSG00000176998.4 HCG4 chr6 29791753 29792750 - -ENSG00000261548.1 HLA-P chr6 29800415 29802425 + -ENSG00000213880.3 RPL7AP7 chr6 29803195 29803991 - -ENSG00000237042.1 MICG chr6 29812565 29812696 - -ENSG00000204632.11 HLA-G chr6 29826967 29831125 + -ENSG00000229142.1 HCG4P8 chr6 29827385 29828364 - -ENSG00000233265.1 MICF chr6 29852363 29852491 - -ENSG00000281831.1 HCP5B chr6 29871895 29873783 - -ENSG00000230521.1 HCG4P7 chr6 29887294 29888268 - -ENSG00000206341.7 HLA-H chr6 29887752 29890482 + -ENSG00000231130.1 HLA-T chr6 29896654 29897786 + -ENSG00000233677.1 DDX39BP1 chr6 29906543 29906909 + -ENSG00000235963.1 MCCD1P1 chr6 29907783 29908645 - -ENSG00000227262.3 HCG4B chr6 29925983 29926973 - -ENSG00000230795.2 HLA-K chr6 29926459 29929232 + -ENSG00000228078.1 HLA-U chr6 29934101 29934286 + -ENSG00000206503.11 HLA-A chr6 29941260 29945884 + -ENSG00000227766.1 HCG4P5 chr6 29942075 29943067 - -ENSG00000235290.1 HLA-W chr6 29956596 29958570 + -ENSG00000229390.1 MICD chr6 29970801 29972464 - -ENSG00000204625.10 HCG9 chr6 29975112 29978410 + -ENSG00000238024.1 DDX39BP2 chr6 29993209 29993605 + -ENSG00000224312.1 MCCD1P2 chr6 29994437 29995314 - -ENSG00000204623.8 ZNRD1-AS1 chr6 30001011 30061640 - -ENSG00000237669.1 HCG4P3 chr6 30006121 30007116 - -ENSG00000204622.10 HLA-J chr6 30006583 30009956 + -ENSG00000232757.1 ETF1P1 chr6 30031713 30033003 + -ENSG00000278104.1 ZNRD1-AS1_1 chr6 30035916 30035983 + -ENSG00000275856.1 ZNRD1-AS1_2 chr6 30058115 30058190 + -ENSG00000066379.14 ZNRD1 chr6 30058899 30064909 + -ENSG00000278773.1 ZNRD1-AS1_3 chr6 30061080 30061183 + -ENSG00000204619.7 PPP1R11 chr6 30066709 30070333 + -ENSG00000204618.8 RNF39 chr6 30070266 30075887 - -ENSG00000252901.1 AL669914.1 chr6 30088821 30088953 - -ENSG00000204616.10 TRIM31 chr6 30102897 30113106 - -ENSG00000231226.1 TRIM31-AS1 chr6 30105240 30114724 + -ENSG00000252228.1 SNORA48 chr6 30132805 30132966 - -ENSG00000204614.8 TRIM40 chr6 30136108 30148735 + -ENSG00000204613.10 TRIM10 chr6 30151945 30160934 - -ENSG00000204610.12 TRIM15 chr6 30163206 30172696 + -ENSG00000234127.8 TRIM26 chr6 30184455 30213427 - -ENSG00000233892.1 PAIP1P1 chr6 30186798 30188614 - -ENSG00000270604.5 HCG17 chr6 30234039 30326134 - -ENSG00000236475.1 TRIM26BP chr6 30238301 30242279 + -ENSG00000243753.5 HLA-L chr6 30259584 30293014 + -ENSG00000280128.1 XXbac-BPG283O16.9 chr6 30282349 30286054 - -ENSG00000231074.8 HCG18 chr6 30287397 30327150 - -ENSG00000204599.14 TRIM39 chr6 30326479 30343729 + -ENSG00000248167.6 TRIM39-RPP21 chr6 30328907 30346858 + -ENSG00000241370.5 RPP21 chr6 30345131 30346884 + -ENSG00000224372.1 HLA-N chr6 30351416 30351550 + -ENSG00000224486.1 HCG19P chr6 30359278 30359911 - -ENSG00000236405.1 UBQLN1P1 chr6 30363112 30364280 - -ENSG00000226577.1 MICC chr6 30414715 30419319 + -ENSG00000229068.1 TMPOP1 chr6 30466452 30467994 + -ENSG00000224936.1 SUCLA2P1 chr6 30468882 30470251 + -ENSG00000236603.2 RANP1 chr6 30485940 30486590 + -ENSG00000204592.8 HLA-E chr6 30489467 30494205 + -ENSG00000235781.1 XXbac-BPG249D20.9 chr6 30516266 30519217 + -ENSG00000204590.12 GNL1 chr6 30541377 30557174 - -ENSG00000204576.11 PRR3 chr6 30556886 30563723 + -ENSG00000204574.12 ABCF1 chr6 30571376 30597179 + -ENSG00000216101.2 MIR877 chr6 30584312 30584425 + -ENSG00000204569.9 PPP1R10 chr6 30600400 30618612 - -ENSG00000222894.1 AL662800.1 chr6 30616229 30616305 - -ENSG00000204568.11 MRPS18B chr6 30617709 30626395 + -ENSG00000137343.17 ATAT1 chr6 30626842 30646823 + -ENSG00000228415.3 PTMAP1 chr6 30633632 30633956 + -ENSG00000204564.11 C6orf136 chr6 30647039 30653210 + -ENSG00000266183.1 AL662800.2 chr6 30648666 30648759 + -ENSG00000204560.9 DHX16 chr6 30653119 30673037 - -ENSG00000146112.11 PPP1R18 chr6 30676389 30687895 - -ENSG00000277346.1 AL662797.1 chr6 30684796 30684892 + -ENSG00000137404.14 NRM chr6 30688047 30691420 - -ENSG00000230449.1 RPL7P4 chr6 30696806 30697535 - -ENSG00000137337.14 MDC1 chr6 30699807 30717889 - -ENSG00000224328.1 MDC1-AS1 chr6 30703067 30713184 + -ENSG00000196230.12 TUBB chr6 30720201 30725426 + -ENSG00000272540.1 XXbac-BPG252P9.9 chr6 30723105 30723877 - -ENSG00000137312.14 FLOT1 chr6 30727709 30742733 - -ENSG00000201988.2 Y_RNA chr6 30736304 30736414 - -ENSG00000272273.1 XXbac-BPG252P9.10 chr6 30742929 30743592 + -ENSG00000137331.11 IER3 chr6 30743199 30744554 - -ENSG00000263608.2 RN7SL353P chr6 30751038 30751289 + -ENSG00000228022.5 HCG20 chr6 30766825 30792250 + -ENSG00000214894.6 LINC00243 chr6 30798654 30830659 - -ENSG00000237923.1 XXbac-BPG27H4.8 chr6 30839526 30848159 - -ENSG00000202241.1 RN7SKP186 chr6 30864250 30864552 + -ENSG00000237775.1 DDR1-AS1 chr6 30866982 30875918 - -ENSG00000204580.11 DDR1 chr6 30876421 30900156 + -ENSG00000264594.1 MIR4640 chr6 30890883 30890972 + -ENSG00000213780.10 GTF2H4 chr6 30908184 30914106 + -ENSG00000137411.16 VARS2 chr6 30908242 30926459 + -ENSG00000196260.3 SFTA2 chr6 30931353 30932175 - -ENSG00000252761.1 Y_RNA chr6 30932618 30932709 - -ENSG00000168631.11 DPCR1 chr6 30940972 30954221 + -ENSG00000233529.1 HCG21 chr6 30945979 30954862 - -ENSG00000275906.1 XXbac-BPG118E17.10 chr6 30961403 30962396 - -ENSG00000204544.5 MUC21 chr6 30983718 30989903 + -ENSG00000261272.1 MUC22 chr6 31010474 31035402 + -ENSG00000228789.6 HCG22 chr6 31053450 31059890 + -ENSG00000222895.1 RNU6-1133P chr6 31083010 31083109 + -ENSG00000204542.2 C6orf15 chr6 31111223 31112559 - -ENSG00000204540.10 PSORS1C1 chr6 31114750 31140092 + -ENSG00000204539.3 CDSN chr6 31115090 31120446 - -ENSG00000204538.3 PSORS1C2 chr6 31137536 31139350 - -ENSG00000238211.1 POLR2LP chr6 31140727 31140913 + -ENSG00000204536.13 CCHCR1 chr6 31142439 31158238 - -ENSG00000137310.11 TCF19 chr6 31158542 31167159 + -ENSG00000204531.15 POU5F1 chr6 31164337 31180731 - -ENSG00000204528.3 PSORS1C3 chr6 31173735 31177899 - -ENSG00000272501.1 XXbac-BPG299F13.17 chr6 31195200 31198037 - -ENSG00000206344.6 HCG27 chr6 31197760 31203968 + -ENSG00000271821.1 XXbac-BPG299F13.14 chr6 31200165 31201918 - -ENSG00000255726.1 XXbac-BPG299F13.15 chr6 31222913 31223093 + -ENSG00000255899.1 XXbac-BPG299F13.16 chr6 31224342 31225058 - -ENSG00000204525.14 HLA-C chr6 31268749 31357158 - -ENSG00000214892.4 USP8P1 chr6 31275572 31278754 + -ENSG00000227939.1 RPL3P2 chr6 31280317 31281519 + -ENSG00000231402.1 WASF5P chr6 31287510 31288964 - -ENSG00000256166.1 XXbac-BPG248L24.13 chr6 31293908 31301642 - -ENSG00000229836.1 XXbac-BPG248L24.10 chr6 31307815 31308549 - -ENSG00000234745.9 HLA-B chr6 31353872 31357188 - -ENSG00000277402.1 MIR6891 chr6 31355224 31355316 - -ENSG00000271581.1 XXbac-BPG248L24.12 chr6 31356647 31357637 + -ENSG00000228432.1 DHFRP2 chr6 31366352 31366898 - -ENSG00000201658.1 RNU6-283P chr6 31370134 31370240 + -ENSG00000265294.1 AL671883.1 chr6 31374318 31374403 - -ENSG00000230994.1 FGFR3P1 chr6 31377419 31378019 + -ENSG00000223702.1 ZDHHC20P2 chr6 31380411 31380839 + -ENSG00000225851.1 HLA-S chr6 31382074 31382288 - -ENSG00000272221.1 XXbac-BPG181B23.7 chr6 31394289 31395495 - -ENSG00000204520.12 MICA chr6 31399784 31415315 + -ENSG00000206337.10 HCP5 chr6 31400702 31477506 + -ENSG00000199332.1 Y_RNA chr6 31402152 31402250 - -ENSG00000230174.1 LINC01149 chr6 31441667 31446973 + -ENSG00000233902.1 XXbac-BPG181B23.6 chr6 31462728 31463336 - -ENSG00000204516.9 MICB chr6 31494881 31511124 + -ENSG00000201680.1 Y_RNA chr6 31496689 31496790 - -ENSG00000256851.1 XXbac-BPG16N22.5 chr6 31515979 31516211 + -ENSG00000219797.2 PPIAP9 chr6 31519480 31520291 - -ENSG00000225499.1 RPL15P4 chr6 31528114 31528693 + -ENSG00000204511.2 MCCD1 chr6 31528717 31530232 + -ENSG00000198563.13 DDX39B chr6 31530219 31542448 - -ENSG00000254870.5 ATP6V1G2-DDX39B chr6 31530219 31546608 - -ENSG00000276877.1 AL662801.1 chr6 31532757 31532869 - -ENSG00000201785.1 SNORD117 chr6 31536374 31536449 - -ENSG00000265236.1 SNORD84 chr6 31541101 31541178 - -ENSG00000234006.1 DDX39B-AS1 chr6 31542304 31543138 + -ENSG00000213760.10 ATP6V1G2 chr6 31544462 31548427 - -ENSG00000204498.10 NFKBIL1 chr6 31546870 31558829 + -ENSG00000226979.8 LTA chr6 31572054 31574324 + -ENSG00000232810.3 TNF chr6 31575567 31578336 + -ENSG00000227507.2 LTB chr6 31580525 31582522 - -ENSG00000204482.10 LST1 chr6 31586124 31588909 + -ENSG00000204475.9 NCR3 chr6 31588895 31592985 - -ENSG00000230622.1 UQCRHP1 chr6 31611083 31611356 - -ENSG00000204472.12 AIF1 chr6 31615184 31617021 + -ENSG00000204469.12 PRRC2A chr6 31620720 31637771 + -ENSG00000200816.1 SNORA38 chr6 31623079 31623210 + -ENSG00000274494.1 MIR6832 chr6 31633787 31633858 + -ENSG00000204463.12 BAG6 chr6 31639028 31652705 - -ENSG00000204444.10 APOM chr6 31652416 31658210 + -ENSG00000204439.3 C6orf47 chr6 31658298 31660772 - -ENSG00000227198.1 C6orf47-AS1 chr6 31658329 31660721 + -ENSG00000204438.10 GPANK1 chr6 31661229 31666283 - -ENSG00000201207.1 Y_RNA chr6 31663288 31663401 + -ENSG00000204435.13 CSNK2B chr6 31665236 31670343 + -ENSG00000263020.5 CSNK2B-LY6G5B-1181 chr6 31665880 31673546 + -ENSG00000240053.8 LY6G5B chr6 31670167 31673776 + -ENSG00000204428.12 LY6G5C chr6 31676684 31684040 - -ENSG00000204427.11 ABHD16A chr6 31686949 31703444 - -ENSG00000204422.7 XXbac-BPG32J3.20 chr6 31686962 31714072 - -ENSG00000266776.1 MIR4646 chr6 31701029 31701091 - -ENSG00000204424.9 LY6G6F chr6 31706885 31710595 + -ENSG00000250641.1 XXbac-BPG32J3.19 chr6 31706904 31717918 + -ENSG00000255552.7 LY6G6E chr6 31711771 31714065 - -ENSG00000244355.7 LY6G6D chr6 31715356 31717804 + -ENSG00000204420.8 C6orf25 chr6 31718594 31726714 + -ENSG00000204421.2 LY6G6C chr6 31718648 31721845 - -ENSG00000213722.8 DDAH2 chr6 31727038 31730617 - -ENSG00000213719.8 CLIC1 chr6 31730581 31739763 - -ENSG00000204410.14 MSH5 chr6 31739948 31762834 + -ENSG00000255152.8 MSH5-SAPCD1 chr6 31740020 31764851 + -ENSG00000252743.1 RNU6-850P chr6 31756951 31757053 - -ENSG00000228727.8 SAPCD1 chr6 31762799 31764851 + -ENSG00000235663.1 SAPCD1-AS1 chr6 31764310 31765588 - -ENSG00000204396.10 VWA7 chr6 31765590 31777294 - -ENSG00000204394.12 VARS chr6 31777518 31795953 - -ENSG00000201555.1 Y_RNA chr6 31778817 31778905 - -ENSG00000204392.10 LSM2 chr6 31797396 31806984 - -ENSG00000204390.9 HSPA1L chr6 31809619 31815065 - -ENSG00000204389.9 HSPA1A chr6 31815464 31817946 + -ENSG00000204388.6 HSPA1B chr6 31827735 31830255 + -ENSG00000204387.12 C6orf48 chr6 31834608 31839766 + -ENSG00000201823.1 SNORD48 chr6 31835263 31835326 + -ENSG00000201754.1 SNORD52 chr6 31837076 31837142 + -ENSG00000204386.10 NEU1 chr6 31857659 31862906 - -ENSG00000204385.10 SLC44A4 chr6 31863192 31879046 - -ENSG00000204371.11 EHMT2 chr6 31879759 31897687 - -ENSG00000237080.2 EHMT2-AS1 chr6 31883761 31884204 + -ENSG00000166278.14 C2 chr6 31897785 31945672 + -ENSG00000204366.3 ZBTB12 chr6 31899607 31901992 - -ENSG00000244255.5 XXbac-BPG116M5.17 chr6 31927698 31952048 + -ENSG00000281756.1 C2-AS1 chr6 31934474 31941724 - -ENSG00000243649.8 CFB chr6 31945650 31952084 + -ENSG00000204356.11 NELFE chr6 31952087 31959110 - -ENSG00000221267.1 MIR1236 chr6 31956839 31956940 - -ENSG00000204351.11 SKIV2L chr6 31959080 31969755 + -ENSG00000204348.9 DXO chr6 31969810 31972292 - -ENSG00000204344.14 STK19 chr6 31971091 31982821 + -ENSG00000244731.7 C4A chr6 31982024 32002681 + -ENSG00000233627.2 C4A-AS1 chr6 31999976 32003521 - -ENSG00000204338.8 CYP21A1P chr6 32005636 32008451 + -ENSG00000279546.1 AL645922.1 chr6 32006168 32007104 - -ENSG00000248290.1 TNXA chr6 32008614 32012472 - -ENSG00000250535.1 STK19B chr6 32013270 32013787 + -ENSG00000224389.8 C4B chr6 32014762 32035418 + -ENSG00000229776.1 C4B-AS1 chr6 32032713 32036258 - -ENSG00000231852.6 CYP21A2 chr6 32038265 32041670 + -ENSG00000168477.17 TNXB chr6 32041154 32115334 - -ENSG00000252512.1 RNA5SP206 chr6 32078508 32078628 - -ENSG00000213676.10 ATF6B chr6 32098176 32128253 - -ENSG00000204315.3 FKBPL chr6 32128707 32130291 - -ENSG00000204314.10 PRRT1 chr6 32148359 32154373 - -ENSG00000221988.12 PPT2 chr6 32153441 32163680 + -ENSG00000258388.7 PPT2-EGFL8 chr6 32153845 32171978 + -ENSG00000241404.6 EGFL8 chr6 32164583 32168281 + -ENSG00000204310.10 AGPAT1 chr6 32168212 32178096 - -ENSG00000278512.1 MIR6721 chr6 32170030 32170116 - -ENSG00000204308.7 RNF5 chr6 32178354 32180793 + -ENSG00000277264.1 MIR6833 chr6 32179816 32179876 + -ENSG00000204305.13 AGER chr6 32180968 32184324 - -ENSG00000273333.2 XXbac-BPG300A18.13 chr6 32184733 32185882 - -ENSG00000204304.11 PBX2 chr6 32184741 32190186 - -ENSG00000213654.9 GPSM3 chr6 32190766 32195523 - -ENSG00000204301.6 NOTCH4 chr6 32194843 32224067 - -ENSG00000277427.1 XXbac-BPG154L12.5 chr6 32255284 32350039 + -ENSG00000225914.1 XXbac-BPG154L12.4 chr6 32255711 32265838 + -ENSG00000204296.11 C6orf10 chr6 32288526 32371912 - -ENSG00000237285.1 HNRNPA1P2 chr6 32325219 32326178 + -ENSG00000223335.1 RNU6-603P chr6 32352877 32352983 + -ENSG00000228962.1 HCG23 chr6 32390510 32393686 + -ENSG00000204290.10 BTNL2 chr6 32393963 32407128 - -ENSG00000204287.13 HLA-DRA chr6 32439842 32445046 + -ENSG00000196301.3 HLA-DRB9 chr6 32459821 32473500 - -ENSG00000198502.5 HLA-DRB5 chr6 32517343 32530287 - -ENSG00000251916.1 RNU1-61P chr6 32549940 32550090 - -ENSG00000229391.7 HLA-DRB6 chr6 32552713 32560022 - -ENSG00000196126.10 HLA-DRB1 chr6 32552990 32589848 - -ENSG00000196735.11 HLA-DQA1 chr6 32628179 32647062 + -ENSG00000179344.16 HLA-DQB1 chr6 32659467 32668383 - -ENSG00000223534.1 HLA-DQB1-AS1 chr6 32659880 32660729 + -ENSG00000235040.1 MTCO3P1 chr6 32706124 32706955 - -ENSG00000232080.5 XXbac-BPG254F23.7 chr6 32718005 32719170 + -ENSG00000226030.1 HLA-DQB3 chr6 32730758 32731695 - -ENSG00000237541.3 HLA-DQA2 chr6 32741342 32747215 + -ENSG00000263649.1 MIR3135B chr6 32749912 32749979 - -ENSG00000232629.8 HLA-DQB2 chr6 32756098 32763534 - -ENSG00000241106.6 HLA-DOB chr6 32812763 32817048 - -ENSG00000250264.1 XXbac-BPG246D15.9 chr6 32813767 32838822 - -ENSG00000204267.13 TAP2 chr6 32821833 32838780 - -ENSG00000204264.8 PSMB8 chr6 32840717 32844703 - -ENSG00000204261.8 PSMB8-AS1 chr6 32844086 32846495 + -ENSG00000240065.7 PSMB9 chr6 32844136 32859585 + -ENSG00000168394.10 TAP1 chr6 32845209 32853978 - -ENSG00000234515.1 PPP1R2P1 chr6 32879171 32879848 - -ENSG00000235301.1 HLA-Z chr6 32896416 32896490 + -ENSG00000242574.8 HLA-DMB chr6 32934629 32941070 - -ENSG00000212066.1 AL645941.1 chr6 32936916 32937010 - -ENSG00000248993.1 XXbac-BPG181M17.5 chr6 32937364 32953122 - -ENSG00000204257.14 HLA-DMA chr6 32948613 32969094 - -ENSG00000204256.12 BRD2 chr6 32968660 32981505 + -ENSG00000223837.2 BRD2-IT1 chr6 32970232 32970886 + -ENSG00000263756.1 XXbac-BPG181M17.6 chr6 32972065 32972853 - -ENSG00000204252.12 HLA-DOA chr6 33004178 33009612 - -ENSG00000231389.7 HLA-DPA1 chr6 33064569 33080775 - -ENSG00000223865.10 HLA-DPB1 chr6 33075926 33087201 + -ENSG00000224796.1 RPL32P1 chr6 33079451 33079860 + -ENSG00000231461.1 HLA-DPA2 chr6 33091753 33097295 - -ENSG00000228688.1 COL11A2P1 chr6 33103794 33107330 - -ENSG00000224557.7 HLA-DPB2 chr6 33112451 33129084 + -ENSG00000237398.1 HLA-DPA3 chr6 33131216 33143325 - -ENSG00000230313.1 HCG24 chr6 33144783 33147767 + -ENSG00000204248.10 COL11A2 chr6 33162681 33192499 - -ENSG00000204231.10 RXRB chr6 33193588 33200688 - -ENSG00000202441.2 RNY4P10 chr6 33199601 33199696 + -ENSG00000112473.16 SLC39A7 chr6 33200445 33204439 + -ENSG00000204228.3 HSD17B8 chr6 33204642 33206831 + -ENSG00000199036.1 MIR219A1 chr6 33207835 33207944 + -ENSG00000204227.4 RING1 chr6 33208495 33212722 + -ENSG00000225463.1 ZNF70P1 chr6 33215705 33216328 + -ENSG00000223457.1 HTATSF1P1 chr6 33237799 33239690 + -ENSG00000272217.1 XXbac-BPG157A10.21 chr6 33246075 33246856 - -ENSG00000232940.5 HCG25 chr6 33249534 33254989 + -ENSG00000223501.8 VPS52 chr6 33250272 33272047 - -ENSG00000231500.6 RPS18 chr6 33272010 33276510 + -ENSG00000235863.3 B3GALT4 chr6 33277132 33284832 + -ENSG00000227057.7 WDR46 chr6 33279108 33289527 - -ENSG00000274694.1 MIR6873 chr6 33287227 33287289 - -ENSG00000204220.9 PFDN6 chr6 33289302 33298401 + -ENSG00000275010.1 MIR6834 chr6 33290245 33290325 + -ENSG00000237441.9 RGL2 chr6 33291654 33299324 - -ENSG00000231925.11 TAPBP chr6 33299694 33314387 - -ENSG00000236104.2 ZBTB22 chr6 33314406 33317942 - -ENSG00000204209.10 DAXX chr6 33318558 33329269 - -ENSG00000229596.3 MYL8P chr6 33338978 33339495 + -ENSG00000228285.2 LYPLA2P1 chr6 33365548 33366243 - -ENSG00000225644.1 RPL35AP4 chr6 33389374 33389475 - -ENSG00000237649.7 KIFC1 chr6 33391536 33409924 + -ENSG00000204194.1 RPL12P1 chr6 33400059 33400556 - -ENSG00000112511.17 PHF1 chr6 33410399 33416453 + -ENSG00000112514.15 CUTA chr6 33416442 33418317 - -ENSG00000197283.12 SYNGAP1 chr6 33420070 33457541 + -ENSG00000274259.2 XXbac-BPG294E21.9 chr6 33437363 33454453 - -ENSG00000264085.1 MIR5004 chr6 33438331 33438437 + -ENSG00000213588.5 ZBTB9 chr6 33453970 33457548 + -ENSG00000204188.7 GGNBP1 chr6 33540046 33589026 + -ENSG00000242014.3 RN7SL26P chr6 33540694 33541000 + -ENSG00000276746.1 Metazoa_SRP chr6 33562880 33563130 - -ENSG00000030110.12 BAK1 chr6 33572547 33580293 - -ENSG00000197251.3 LINC00336 chr6 33586106 33593338 - -ENSG00000281834.1 Metazoa_SRP chr6 33601007 33601255 - -ENSG00000096433.10 ITPR3 chr6 33620365 33696574 + -ENSG00000137288.9 UQCC2 chr6 33694293 33711727 - -ENSG00000266509.1 MIR3934 chr6 33698128 33698234 + -ENSG00000161896.10 IP6K3 chr6 33721667 33746985 - -ENSG00000161904.11 LEMD2 chr6 33771202 33789136 - -ENSG00000096395.10 MLN chr6 33794673 33804011 - -ENSG00000249346.6 LINC01016 chr6 33867506 33896914 - -ENSG00000271362.1 RP3-468B3.4 chr6 33883170 33883411 + -ENSG00000233183.2 RP3-468B3.2 chr6 33893323 33927631 + -ENSG00000276824.1 MIR7159 chr6 33899135 33899200 + -ENSG00000221697.1 MIR1275 chr6 33999972 34000051 - -ENSG00000124493.13 GRM4 chr6 34018645 34155622 - -ENSG00000271231.1 KRT18P9 chr6 34189780 34191079 + -ENSG00000214810.4 CYCSP55 chr6 34219439 34220066 + -ENSG00000137309.19 HMGA1 chr6 34236873 34246231 + -ENSG00000276404.1 MIR6835 chr6 34240673 34240736 + -ENSG00000186577.11 C6orf1 chr6 34246380 34249470 - -ENSG00000225339.3 RP11-513I15.6 chr6 34248568 34286768 + -ENSG00000220583.1 RPL35P2 chr6 34263311 34263673 - -ENSG00000272325.1 NUDT3 chr6 34279679 34392674 - -ENSG00000270800.1 RPS10-NUDT3 chr6 34288770 34426048 - -ENSG00000124614.13 RPS10 chr6 34417454 34426125 - -ENSG00000124507.10 PACSIN1 chr6 34466061 34535231 + -ENSG00000221635.1 AL157372.1 chr6 34470790 34470929 - -ENSG00000124664.10 SPDEF chr6 34537802 34556333 - -ENSG00000196114.3 RP3-391O22.3 chr6 34576258 34576656 - -ENSG00000196821.9 C6orf106 chr6 34587288 34696859 - -ENSG00000216636.1 RPL7P25 chr6 34616538 34617258 + -ENSG00000265123.2 RN7SL200P chr6 34685355 34685642 - -ENSG00000220643.1 RP3-391O22.1 chr6 34686602 34687106 + -ENSG00000272288.5 RP11-140K17.3 chr6 34696317 34697470 + -ENSG00000186328.4 RP11-140K17.2 chr6 34715613 34715940 + -ENSG00000217130.1 RP3-375P9.2 chr6 34744176 34744673 + -ENSG00000124562.9 SNRPC chr6 34757406 34773794 + -ENSG00000065060.16 UHRF1BP1 chr6 34792015 34883138 + -ENSG00000206717.1 Y_RNA chr6 34821445 34821542 + -ENSG00000252106.2 RNY3P15 chr6 34873831 34873927 + -ENSG00000064995.16 TAF11 chr6 34877778 34888089 - -ENSG00000064999.13 ANKS1A chr6 34889265 35091413 + -ENSG00000187762.5 HSPE1P11 chr6 35023522 35023831 + -ENSG00000273870.1 RP11-174N3.4 chr6 35070871 35071049 - -ENSG00000124678.17 TCP11 chr6 35118071 35148610 - -ENSG00000264241.1 AL138721.1 chr6 35133454 35133538 + -ENSG00000266330.2 AL138721.2 chr6 35139088 35139192 + -ENSG00000146197.8 SCUBE3 chr6 35214419 35253079 + -ENSG00000272374.1 RP3-329A5.8 chr6 35220370 35224630 - -ENSG00000065029.14 ZNF76 chr6 35258909 35295985 + -ENSG00000217004.1 RP3-329A5.1 chr6 35279177 35279819 - -ENSG00000023892.10 DEF6 chr6 35297852 35321771 + -ENSG00000112033.13 PPARD chr6 35342558 35428191 + -ENSG00000227154.3 MKRNP2 chr6 35443044 35449866 + -ENSG00000112039.3 FANCE chr6 35452361 35467103 + -ENSG00000198755.10 RPL10A chr6 35468408 35470785 + -ENSG00000276712.1 MIR7111 chr6 35470508 35470579 + -ENSG00000007866.18 TEAD3 chr6 35473597 35497076 - -ENSG00000112041.12 TULP1 chr6 35497874 35512938 - -ENSG00000228559.1 RP3-340B19.3 chr6 35544632 35545669 + -ENSG00000219023.1 RP3-340B19.2 chr6 35555873 35556264 + -ENSG00000096060.14 FKBP5 chr6 35573585 35728583 - -ENSG00000218749.1 RP3-340B19.5 chr6 35607628 35607934 + -ENSG00000212579.1 SNORA40 chr6 35651818 35651945 + -ENSG00000265527.1 MIR5690 chr6 35664717 35664789 - -ENSG00000223063.1 AL157823.1 chr6 35701003 35701138 - -ENSG00000232909.1 RP3-510O8.4 chr6 35733867 35736947 - -ENSG00000157343.8 ARMC12 chr6 35737032 35749079 + -ENSG00000220734.1 RP3-510O8.3 chr6 35765908 35766927 + -ENSG00000196748.9 CLPSL2 chr6 35776594 35779552 + -ENSG00000204140.9 CLPSL1 chr6 35781017 35793675 + -ENSG00000137392.9 CLPS chr6 35794982 35797344 - -ENSG00000197753.8 LHFPL5 chr6 35805293 35833874 + -ENSG00000096063.14 SRPK1 chr6 35832966 35921342 - -ENSG00000281304.1 Metazoa_SRP chr6 35911481 35911729 - -ENSG00000112053.13 SLC26A8 chr6 35943514 36024868 - -ENSG00000271304.1 DPRXP2 chr6 35989515 35990436 - -ENSG00000112062.10 MAPK14 chr6 36027677 36111236 + -ENSG00000237719.1 RP1-179N16.3 chr6 36091991 36092646 - -ENSG00000156711.16 MAPK13 chr6 36127809 36144524 + -ENSG00000246982.6 RP1-179N16.6 chr6 36146698 36197205 - -ENSG00000096070.19 BRPF3 chr6 36196744 36232790 + -ENSG00000180316.11 PNPLA1 chr6 36243203 36308595 + -ENSG00000189325.6 C6orf222 chr6 36315757 36336885 - -ENSG00000010030.13 ETV7 chr6 36354091 36387800 - -ENSG00000224666.3 RP1-50J22.4 chr6 36386831 36393462 + -ENSG00000179165.10 PXT1 chr6 36390551 36442889 - -ENSG00000112078.13 KCTD20 chr6 36442767 36491143 + -ENSG00000240733.3 RN7SL502P chr6 36450912 36451201 - -ENSG00000112079.8 STK38 chr6 36493892 36547470 - -ENSG00000264878.1 Z85986.1 chr6 36510517 36510598 - -ENSG00000239964.3 RN7SL748P chr6 36522191 36522501 + -ENSG00000112081.16 SRSF3 chr6 36594353 36605600 + -ENSG00000263894.1 MIR3925 chr6 36622436 36622512 - -ENSG00000238554.1 RNU1-88P chr6 36639545 36639672 - -ENSG00000251864.1 Y_RNA chr6 36672838 36672944 + -ENSG00000281450.1 PANDAR chr6 36673621 36675126 - -ENSG00000213500.3 LAP3P2 chr6 36673817 36675270 + -ENSG00000124762.13 CDKN1A chr6 36676460 36687339 + -ENSG00000255587.7 RAB44 chr6 36697851 36733183 + -ENSG00000220349.4 RP3-431A14.4 chr6 36737050 36737986 + -ENSG00000124772.11 CPNE5 chr6 36740775 36840002 - -ENSG00000137168.7 PPIL1 chr6 36854827 36875024 - -ENSG00000198663.16 C6orf89 chr6 36871870 36928964 + -ENSG00000232598.2 RP1-90K10.4 chr6 36940071 36944675 - -ENSG00000164530.13 PI16 chr6 36948263 36964837 + -ENSG00000137409.18 MTCH1 chr6 36968141 36986298 - -ENSG00000146192.14 FGD2 chr6 37005646 37029070 + -ENSG00000226976.3 COX6A1P2 chr6 37044860 37045189 + -ENSG00000216412.4 RPL12P2 chr6 37091314 37091806 + -ENSG00000137193.13 PIM1 chr6 37170203 37175426 + -ENSG00000172738.11 TMEM217 chr6 37212180 37258155 - -ENSG00000065491.8 TBC1D22B chr6 37257772 37332970 + -ENSG00000275550.1 RP4-744I24.4 chr6 37295584 37295742 - -ENSG00000112130.16 RNF8 chr6 37353972 37394738 + -ENSG00000239953.3 RN7SL273P chr6 37361185 37361483 + -ENSG00000137200.12 CMTR1 chr6 37433219 37482827 + -ENSG00000198937.8 CCDC167 chr6 37482920 37499922 - -ENSG00000204110.6 RP1-153P14.8 chr6 37507348 37535616 + -ENSG00000229559.2 RP1-153P14.3 chr6 37543553 37547280 - -ENSG00000227920.2 RP1-153P14.5 chr6 37545145 37550860 + -ENSG00000263926.1 MIR4462 chr6 37555365 37555422 - -ENSG00000279942.1 RP1-153P14.7 chr6 37567716 37571460 + -ENSG00000112139.14 MDGA1 chr6 37630679 37699306 - -ENSG00000225945.1 RP3-441A12.1 chr6 37815777 37819218 - -ENSG00000156639.11 ZFAND3 chr6 37819499 38154624 + -ENSG00000243313.2 RN7SL285P chr6 37832922 37833185 - -ENSG00000200597.1 RNU1-87P chr6 37915573 37915742 + -ENSG00000218521.1 RP11-420A21.1 chr6 38002832 38003313 - -ENSG00000183826.16 BTBD9 chr6 38168451 38640148 - -ENSG00000200706.1 SNORD45 chr6 38207274 38207345 + -ENSG00000238716.1 AL031905.1 chr6 38359148 38359229 - -ENSG00000226533.1 BTBD9-AS1 chr6 38481692 38482531 + -ENSG00000199938.1 Y_RNA chr6 38565950 38566055 + -ENSG00000217227.1 RP1-319M7.2 chr6 38587323 38588529 + -ENSG00000124767.6 GLO1 chr6 38675925 38703141 - -ENSG00000236355.2 RP3-503A6.2 chr6 38714051 38715217 - -ENSG00000124721.17 DNAH8 chr6 38715341 39030529 + -ENSG00000244297.3 RN7SL465P chr6 38744086 38744386 + -ENSG00000219273.1 RP1-217P22.2 chr6 38762905 38764694 + -ENSG00000212586.1 SNORA8 chr6 38822307 38822404 - -ENSG00000231150.5 RP1-207H1.3 chr6 38923029 38953099 - -ENSG00000220076.1 RP1-207H1.2 chr6 38928031 38928153 + -ENSG00000220556.4 RP1-202I21.3 chr6 39039603 39039985 - -ENSG00000112164.5 GLP1R chr6 39048798 39087743 + -ENSG00000112167.9 SAYSD1 chr6 39104064 39115189 - -ENSG00000217165.1 ANKRD18EP chr6 39110321 39112952 + -ENSG00000164626.8 KCNK5 chr6 39188973 39229450 - -ENSG00000124780.13 KCNK17 chr6 39299001 39314553 - -ENSG00000095981.10 KCNK16 chr6 39314698 39322968 - -ENSG00000164627.17 KIF6 chr6 39329990 39725405 - -ENSG00000218986.1 RP1-137F1.3 chr6 39353747 39354172 + -ENSG00000231276.2 E2F4P1 chr6 39553811 39554943 + -ENSG00000252990.1 RNU1-54P chr6 39620345 39620464 - -ENSG00000146122.16 DAAM2 chr6 39792298 39904877 + -ENSG00000281969.1 XXyac-YR38GF2.1 chr6 39818751 39823227 + -ENSG00000235033.7 RP11-61I13.3 chr6 39881804 39900071 - -ENSG00000124615.17 MOCS1 chr6 39899578 39934551 - -ENSG00000180211.5 RP1-278E11.3 chr6 39958414 39958833 - -ENSG00000220586.1 TUBBP9 chr6 39992815 40000233 + -ENSG00000227131.1 RP11-552E20.1 chr6 40271566 40276237 - -ENSG00000204091.7 TDRG1 chr6 40334954 40379887 + -ENSG00000204092.2 LINC00951 chr6 40344344 40346151 - -ENSG00000226070.1 RP11-552E20.4 chr6 40358744 40369474 - -ENSG00000156564.8 LRFN2 chr6 40391586 40587465 - -ENSG00000280824.1 AL591063.1 chr6 40392730 40392874 + -ENSG00000252767.1 RNU6-250P chr6 40407853 40407955 + -ENSG00000236075.1 RP11-121P10.1 chr6 40501631 40502393 - -ENSG00000226454.1 RP3-462C17.1 chr6 40516336 40523933 - -ENSG00000237947.1 RP11-570K4.1 chr6 40713411 40715363 - -ENSG00000124602.9 UNC5CL chr6 41026911 41039217 - -ENSG00000124596.16 OARD1 chr6 41033627 41097787 - -ENSG00000112212.11 TSPO2 chr6 41042554 41044337 + -ENSG00000124701.5 APOBEC2 chr6 41053304 41064511 + -ENSG00000001167.14 NFYA chr6 41072945 41099976 + -ENSG00000161912.17 ADCY10P1 chr6 41101022 41140835 + -ENSG00000161911.11 TREML1 chr6 41149342 41154337 - -ENSG00000095970.16 TREM2 chr6 41158506 41163186 - -ENSG00000112195.8 TREML2 chr6 41190277 41201194 - -ENSG00000184106.8 TREML3P chr6 41208713 41217947 - -ENSG00000188056.11 TREML4 chr6 41228324 41238882 + -ENSG00000212176.1 RNA5SP207 chr6 41239520 41239626 - -ENSG00000225690.1 TREML5P chr6 41247369 41249649 + -ENSG00000274256.1 RP1-229K20.8 chr6 41250851 41251097 + -ENSG00000278745.1 RP1-229K20.9 chr6 41252696 41252858 + -ENSG00000124731.12 TREM1 chr6 41267926 41286719 - -ENSG00000218809.1 RP1-229K20.5 chr6 41269875 41270239 - -ENSG00000206745.1 RNU6-643P chr6 41302466 41302572 - -ENSG00000213461.3 RP13-235E23.1 chr6 41308166 41308565 - -ENSG00000096264.13 NCR2 chr6 41335655 41350887 + -ENSG00000279284.1 RP1-149M18.3 chr6 41381392 41381832 - -ENSG00000280371.1 RP1-149M18.4 chr6 41405819 41406561 + -ENSG00000234753.5 FOXP4-AS1 chr6 41494853 41548621 - -ENSG00000226917.5 LINC01276 chr6 41502444 41519852 + -ENSG00000137166.14 FOXP4 chr6 41546426 41602384 + -ENSG00000266494.1 MIR4641 chr6 41598723 41598788 + -ENSG00000112559.13 MDFI chr6 41636882 41654246 + -ENSG00000230913.1 NPM1P51 chr6 41666906 41667649 + -ENSG00000112561.17 TFEB chr6 41683978 41736259 - -ENSG00000231102.1 RP11-298J23.5 chr6 41720396 41734032 + -ENSG00000096088.16 PGC chr6 41736711 41754109 - -ENSG00000269387.1 RP11-298J23.8 chr6 41764292 41764460 - -ENSG00000137218.10 FRS3 chr6 41770176 41786542 - -ENSG00000124593.14 PRICKLE4 chr6 41780349 41790141 + -ENSG00000278224.4 C6orf49 chr6 41783474 41787129 + -ENSG00000214736.7 TOMM6 chr6 41787662 41789898 + -ENSG00000164663.13 USP49 chr6 41789896 41895361 - -ENSG00000268745.1 RP11-298J23.9 chr6 41791410 41791477 + -ENSG00000206977.1 SNORA8 chr6 41832854 41832993 + -ENSG00000227516.1 RP5-973N23.4 chr6 41868622 41869731 + -ENSG00000124641.14 MED20 chr6 41905354 41921139 - -ENSG00000207371.1 Y_RNA chr6 41917416 41917526 - -ENSG00000112578.9 BYSL chr6 41921188 41933046 + -ENSG00000112576.12 CCND3 chr6 41934933 42050357 - -ENSG00000206875.1 RNU6-761P chr6 42018408 42018514 - -ENSG00000223946.1 RP11-533O20.2 chr6 42030053 42031382 + -ENSG00000137413.15 TAF8 chr6 42050513 42087461 + -ENSG00000261068.2 RP11-7K24.3 chr6 42092233 42094259 - -ENSG00000188112.8 C6orf132 chr6 42101118 42142619 - -ENSG00000048545.13 GUCA1A chr6 42155406 42180056 + -ENSG00000214732.2 RP1-139D8.6 chr6 42155426 42163439 + -ENSG00000112599.8 GUCA1B chr6 42184401 42194916 - -ENSG00000048544.5 MRPS10 chr6 42206801 42217865 - -ENSG00000124496.12 TRERF1 chr6 42224931 42452051 - -ENSG00000237107.3 RP11-256G5.1 chr6 42499710 42500022 + -ENSG00000024048.10 UBR2 chr6 42564062 42693504 + -ENSG00000206848.1 RNU6-890P chr6 42664162 42664268 + -ENSG00000112619.7 PRPH2 chr6 42696600 42722574 - -ENSG00000213435.3 ATP6V0CP3 chr6 42727234 42727700 + -ENSG00000124659.6 TBCC chr6 42744481 42746096 - -ENSG00000112624.12 GLTSCR1L chr6 42746958 42868560 + -ENSG00000146223.14 RPL7L1 chr6 42879618 42889925 + -ENSG00000221821.3 C6orf226 chr6 42890265 42890816 - -ENSG00000171611.9 PTCRA chr6 42915989 42925835 + -ENSG00000137161.16 CNPY3 chr6 42929192 42939287 + -ENSG00000231113.2 RP3-475N16.1 chr6 42940364 42948360 + -ENSG00000181524.6 RPL24P4 chr6 42956345 42956765 - -ENSG00000124713.5 GNMT chr6 42960758 42963880 + -ENSG00000124587.13 PEX6 chr6 42963870 42979220 - -ENSG00000112640.14 PPP2R5D chr6 42984499 43012342 + -ENSG00000124733.3 MEA1 chr6 43012094 43013968 - -ENSG00000124702.17 KLHDC3 chr6 43014103 43021298 + -ENSG00000124541.6 RRP36 chr6 43021645 43034156 + -ENSG00000272223.1 RP1-20C7.6 chr6 43033897 43034405 - -ENSG00000240625.3 RN7SL403P chr6 43036196 43036500 - -ENSG00000044090.8 CUL7 chr6 43037617 43053945 - -ENSG00000137171.14 KLC4 chr6 43040777 43075099 + -ENSG00000112651.11 MRPL2 chr6 43054029 43059806 - -ENSG00000272170.1 RP11-387M24.5 chr6 43074331 43074739 - -ENSG00000112655.15 PTK7 chr6 43076268 43161719 + -ENSG00000112658.7 SRF chr6 43171299 43181507 + -ENSG00000112659.13 CUL9 chr6 43182175 43224587 + -ENSG00000245261.1 RP3-330M21.5 chr6 43213801 43223860 - -ENSG00000112667.12 DNPH1 chr6 43225629 43229484 - -ENSG00000146216.11 TTBK1 chr6 43243680 43288259 + -ENSG00000137204.14 SLC22A7 chr6 43295694 43305538 + -ENSG00000146215.13 CRIP3 chr6 43299710 43308797 - -ENSG00000171467.15 ZNF318 chr6 43307134 43369478 - -ENSG00000219222.1 RP11-480N24.3 chr6 43310231 43310357 + -ENSG00000220614.1 RP11-480N24.4 chr6 43328134 43328476 + -ENSG00000179157.4 RPS2P28 chr6 43363479 43364219 + -ENSG00000226558.1 RP11-213N20.1 chr6 43364220 43364294 + -ENSG00000124574.14 ABCC10 chr6 43427366 43450430 + -ENSG00000276770.1 MIR6780B chr6 43434542 43434620 + -ENSG00000171462.14 DLK2 chr6 43450352 43456632 - -ENSG00000207076.1 RNU6-1113P chr6 43474186 43474292 + -ENSG00000137221.14 TJAP1 chr6 43477523 43506556 + -ENSG00000204052.4 LRRC73 chr6 43506969 43510686 - -ENSG00000171453.17 POLR1C chr6 43509702 43529585 + -ENSG00000137207.11 YIPF3 chr6 43511827 43516990 - -ENSG00000271754.1 RP3-337H4.9 chr6 43519180 43519724 - -ENSG00000124571.17 XPO5 chr6 43522330 43576075 - -ENSG00000219470.1 RP3-337H4.6 chr6 43538822 43539703 - -ENSG00000252218.1 SCARNA15 chr6 43544144 43544270 + -ENSG00000271970.1 RP3-337H4.10 chr6 43561872 43562419 + -ENSG00000170734.11 POLH chr6 43576150 43615660 + -ENSG00000203362.2 RP3-337H4.8 chr6 43588230 43591362 - -ENSG00000172432.18 GTPBP2 chr6 43605316 43629162 - -ENSG00000124688.13 MAD2L1BP chr6 43629540 43640952 + -ENSG00000275849.1 AL353602.1 chr6 43631501 43631601 - -ENSG00000172426.15 RSPH9 chr6 43645046 43672599 + -ENSG00000096080.11 MRPS18A chr6 43671303 43687791 - -ENSG00000218107.1 RP1-261G23.4 chr6 43705949 43706751 - -ENSG00000236961.1 RP1-261G23.5 chr6 43722786 43737834 - -ENSG00000112715.20 VEGFA chr6 43770184 43786487 + -ENSG00000272114.1 RP1-261G23.7 chr6 43770429 43770616 - -ENSG00000223469.1 RP11-344J7.2 chr6 43851757 43852333 - -ENSG00000237686.6 RP5-1120P11.1 chr6 43995723 44074652 - -ENSG00000181577.15 C6orf223 chr6 44000580 44005958 + -ENSG00000265518.1 AL109615.1 chr6 44013001 44013101 + -ENSG00000231881.1 RP5-1120P11.3 chr6 44073913 44077952 + -ENSG00000183239.5 RP5-1120P11.4 chr6 44089242 44089696 - -ENSG00000180992.6 MRPL14 chr6 44113454 44127457 - -ENSG00000137216.18 TMEM63B chr6 44126914 44155519 + -ENSG00000137225.12 CAPN11 chr6 44158811 44184402 + -ENSG00000265439.2 RN7SL811P chr6 44209766 44210063 + -ENSG00000262179.2 RP1-302G2.5 chr6 44216939 44218236 + -ENSG00000112759.16 SLC29A1 chr6 44219505 44234151 + -ENSG00000096384.19 HSP90AB1 chr6 44246166 44253888 + -ENSG00000157593.16 SLC35B2 chr6 44254096 44257890 - -ENSG00000265700.1 MIR4647 chr6 44254206 44254285 - -ENSG00000146232.14 NFKBIE chr6 44258166 44265788 - -ENSG00000178233.17 TMEM151B chr6 44270466 44307506 + -ENSG00000272442.2 RP11-444E17.6 chr6 44273194 44378957 + -ENSG00000146221.9 TCTE1 chr6 44278743 44297688 - -ENSG00000124608.4 AARS2 chr6 44299654 44313326 - -ENSG00000249481.6 SPATS1 chr6 44342660 44377167 + -ENSG00000096401.7 CDC5L chr6 44387525 44450426 + -ENSG00000266619.1 MIR4642 chr6 44435641 44435722 + -ENSG00000237530.1 RP3-449H6.1 chr6 44525259 44526754 + -ENSG00000279076.1 RP3-449H6.2 chr6 44551577 44553281 + -ENSG00000196284.13 SUPT3H chr6 44809317 45377953 - -ENSG00000270900.1 NUDT19P4 chr6 44898711 44899295 + -ENSG00000276156.1 RP11-491H9.4 chr6 45097496 45097976 + -ENSG00000277769.1 RBM22P4 chr6 45098021 45099260 + -ENSG00000219384.1 RP11-491H9.3 chr6 45158870 45159511 + -ENSG00000207769.1 MIR586 chr6 45197674 45197770 - -ENSG00000124813.20 RUNX2 chr6 45328157 45664349 + -ENSG00000271857.1 RP1-244F24.1 chr6 45421079 45422005 - -ENSG00000261080.1 RP1-166H4.2 chr6 45573346 45576770 - -ENSG00000112782.15 CLIC5 chr6 45898451 46080395 - -ENSG00000212468.1 RNU6-754P chr6 46018745 46018851 + -ENSG00000231769.2 RP1-8B1.4 chr6 46097093 46129706 - -ENSG00000001561.6 ENPP4 chr6 46129993 46146699 + -ENSG00000112796.9 ENPP5 chr6 46159187 46170971 - -ENSG00000229349.2 ACTG1P9 chr6 46204729 46207386 + -ENSG00000172348.14 RCAN2 chr6 46220736 46491972 - -ENSG00000226541.1 RP11-795J1.2 chr6 46438310 46438619 + -ENSG00000236466.1 RP11-795J1.1 chr6 46492052 46532758 + -ENSG00000146233.7 CYP39A1 chr6 46549580 46652830 - -ENSG00000153291.15 SLC25A27 chr6 46652915 46678193 + -ENSG00000242973.6 RP11-446F17.3 chr6 46670444 46688165 - -ENSG00000180113.15 TDRD6 chr6 46687875 46704319 + -ENSG00000146070.16 PLA2G7 chr6 46704201 46735693 - -ENSG00000230062.5 ANKRD66 chr6 46746917 46759506 + -ENSG00000236164.1 RP11-268F1.3 chr6 46758296 46761158 - -ENSG00000112818.9 MEP1A chr6 46793390 46839782 + -ENSG00000069122.18 ADGRF5 chr6 46852512 46954943 - -ENSG00000225730.1 RP3-365O12.2 chr6 46903471 46909078 + -ENSG00000153292.15 ADGRF1 chr6 46997703 47042363 - -ENSG00000146072.6 TNFRSF21 chr6 47231532 47309905 - -ENSG00000271328.1 B3GNTL1P2 chr6 47368943 47369230 + -ENSG00000270761.1 RP11-385F7.1 chr6 47477243 47477572 - -ENSG00000198087.7 CD2AP chr6 47477789 47627263 + -ENSG00000199762.1 Y_RNA chr6 47489067 47489170 + -ENSG00000216813.1 RP11-812I20.2 chr6 47562622 47563018 + -ENSG00000164393.8 ADGRF2 chr6 47656436 47697797 + -ENSG00000153294.11 ADGRF4 chr6 47685864 47722021 + -ENSG00000252711.1 RN7SKP116 chr6 47715283 47715601 + -ENSG00000226594.1 RP11-550C4.6 chr6 47729827 47740741 - -ENSG00000216616.1 RP11-550C4.4 chr6 47752828 47753240 - -ENSG00000124818.14 OPN5 chr6 47781982 47832780 + -ENSG00000200340.1 RNU1-105P chr6 47823390 47823550 + -ENSG00000244694.7 PTCHD4 chr6 47878028 48068689 - -ENSG00000226068.1 HNRNPA3P4 chr6 48149203 48150005 - -ENSG00000216835.3 RBMXP1 chr6 48213604 48214794 - -ENSG00000278736.1 RP1-281E18.1 chr6 48701491 48701872 - -ENSG00000271162.1 RP1-57E3.1 chr6 48952070 48952781 - -ENSG00000218337.1 RP4-724P12.1 chr6 49077712 49078051 - -ENSG00000274867.1 RP4-724P12.2 chr6 49115537 49116115 + -ENSG00000217631.1 RP1-142O9.2 chr6 49273600 49273794 + -ENSG00000252457.1 RNU7-65P chr6 49344800 49344861 - -ENSG00000277043.1 EEF1A1P42 chr6 49358185 49360420 - -ENSG00000146085.7 MUT chr6 49430360 49463191 - -ENSG00000031691.6 CENPQ chr6 49463378 49493107 + -ENSG00000203972.9 GLYATL3 chr6 49499958 49527047 + -ENSG00000197261.11 C6orf141 chr6 49550646 49561907 + -ENSG00000216998.1 CYP2AC1P chr6 49565924 49580166 - -ENSG00000112077.15 RHAG chr6 49605158 49636839 - -ENSG00000124490.13 CRISP2 chr6 49692358 49713590 - -ENSG00000279127.1 RP3-442L6.4 chr6 49721931 49724007 + -ENSG00000096006.11 CRISP3 chr6 49727384 49744437 - -ENSG00000170950.4 PGK2 chr6 49785934 49787187 - -ENSG00000235122.3 RP3-417L20.4 chr6 49817430 49820442 + -ENSG00000226707.1 RP11-719J20.1 chr6 49823712 49824782 - -ENSG00000124812.14 CRISP1 chr6 49834257 49877096 - -ENSG00000214643.5 DEFB133 chr6 49946101 49949444 - -ENSG00000177684.3 DEFB114 chr6 49960249 49964105 - -ENSG00000214642.1 DEFB113 chr6 49968677 49969625 - -ENSG00000203970.3 DEFB110 chr6 50009138 50021981 - -ENSG00000180872.4 DEFB112 chr6 50043575 50048651 - -ENSG00000226733.1 RP11-397G17.1 chr6 50093711 50099282 + -ENSG00000233470.1 RP11-524K22.1 chr6 50514035 50521104 + -ENSG00000230472.5 RP1-28O17.1 chr6 50587607 50637205 - -ENSG00000008197.4 TFAP2D chr6 50713828 50772988 + -ENSG00000008196.12 TFAP2B chr6 50818723 50847613 + -ENSG00000060303.5 RPS17P5 chr6 50857255 50857662 - -ENSG00000216913.2 RP4-753D5.3 chr6 50897615 50898225 - -ENSG00000230204.1 FTH1P5 chr6 50912712 50913256 - -ENSG00000270306.1 RP3-437C15.2 chr6 51385282 51385849 - -ENSG00000232702.3 RP3-437C15.1 chr6 51410081 51410537 - -ENSG00000212532.1 SNORD66 chr6 51464690 51464765 + -ENSG00000214641.3 RP11-793K1.1 chr6 51537155 51537543 - -ENSG00000228689.7 RP3-335N17.2 chr6 51599723 51622884 + -ENSG00000170927.14 PKHD1 chr6 51615300 52087625 - -ENSG00000240641.3 RN7SL580P chr6 51975673 51975959 + -ENSG00000207604.2 MIR206 chr6 52144331 52144442 + -ENSG00000225613.2 LINCMD1 chr6 52146814 52151119 - -ENSG00000199080.1 MIR133B chr6 52148923 52149041 + -ENSG00000112115.5 IL17A chr6 52186387 52190638 + -ENSG00000112116.9 IL17F chr6 52236681 52244537 - -ENSG00000218363.1 SLC25A20P1 chr6 52246460 52247362 + -ENSG00000112118.17 MCM3 chr6 52264009 52284881 - -ENSG00000170915.8 PAQR8 chr6 52361421 52407777 + -ENSG00000096093.14 EFHC1 chr6 52420308 52495785 + -ENSG00000065308.4 TRAM2 chr6 52497402 52576915 - -ENSG00000225791.6 TRAM2-AS1 chr6 52577307 52583993 + -ENSG00000270382.1 RP1-152L7.9 chr6 52657373 52657651 + -ENSG00000216775.2 RP1-152L7.5 chr6 52665148 52669155 + -ENSG00000096092.5 TMEM14A chr6 52671109 52686588 + -ENSG00000220377.1 GSTA8P chr6 52687930 52703825 - -ENSG00000271227.1 RP1-152L7.8 chr6 52688661 52688998 + -ENSG00000237674.1 GSTA7P chr6 52739590 52744656 - -ENSG00000244067.2 GSTA2 chr6 52750089 52763569 - -ENSG00000217228.1 GSTA12P chr6 52765280 52778347 - -ENSG00000243955.5 GSTA1 chr6 52791664 52803910 - -ENSG00000223622.2 GSTA6P chr6 52805613 52813460 - -ENSG00000182793.10 GSTA5 chr6 52831655 52870329 - -ENSG00000230375.1 GSTA11P chr6 52847910 52870329 - -ENSG00000174156.13 GSTA3 chr6 52847910 52909685 - -ENSG00000230845.1 GSTA10P chr6 52873014 52879940 - -ENSG00000243236.6 GSTA9P chr6 52939726 52957521 - -ENSG00000170899.10 GSTA4 chr6 52977948 52995378 - -ENSG00000202198.1 RN7SK chr6 52995620 52995950 + -ENSG00000112144.15 ICK chr6 53001279 53061802 - -ENSG00000112146.16 FBXO9 chr6 53051991 53100873 + -ENSG00000242865.3 RN7SL244P chr6 53090961 53091257 + -ENSG00000261745.2 RP11-506E9.3 chr6 53125644 53126146 - -ENSG00000137270.10 GCM1 chr6 53126964 53148829 - -ENSG00000253026.1 RNU6-464P chr6 53153795 53153898 - -ENSG00000219074.1 SOD1P1 chr6 53196720 53197159 - -ENSG00000218713.1 RP1-34L19.1 chr6 53206598 53208697 - -ENSG00000206908.1 RNU1-136P chr6 53219261 53219424 + -ENSG00000219163.2 HMGB1P20 chr6 53235621 53236297 - -ENSG00000012660.13 ELOVL5 chr6 53267398 53349179 - -ENSG00000264056.1 MIR5685 chr6 53276993 53277071 + -ENSG00000217527.1 RPS16P5 chr6 53336943 53337346 - -ENSG00000271367.1 RP3-483K16.4 chr6 53350158 53350705 + -ENSG00000219863.5 RPL31P28 chr6 53354715 53355065 + -ENSG00000218049.1 RPL31P33 chr6 53368670 53369009 + -ENSG00000218261.1 RP11-96J19.1 chr6 53378503 53378861 + -ENSG00000271338.1 RP11-96J19.4 chr6 53381519 53382203 + -ENSG00000253010.1 RN7SKP256 chr6 53415294 53415607 - -ENSG00000271373.1 NANOGP3 chr6 53418452 53418737 - -ENSG00000216072.2 AL591034.1 chr6 53456442 53456533 - -ENSG00000001084.10 GCLC chr6 53497341 53616970 - -ENSG00000249379.1 RP1-27K12.4 chr6 53503185 53506919 + -ENSG00000231683.6 RP1-27K12.2 chr6 53561289 53617171 - -ENSG00000235899.1 LINC01564 chr6 53628380 53631394 + -ENSG00000124743.5 KLHL31 chr6 53647901 53665708 - -ENSG00000275446.1 AL157773.1 chr6 53664170 53664312 + -ENSG00000227885.1 RP11-79N23.1 chr6 53740749 53747022 - -ENSG00000228614.1 RP13-476E20.1 chr6 53790875 53794274 - -ENSG00000137269.14 LRRC1 chr6 53794497 53924121 + -ENSG00000271218.1 RP3-523E19.2 chr6 53918974 53920788 - -ENSG00000146147.14 MLIP chr6 53929982 54266280 + -ENSG00000236740.6 RP11-411K7.1 chr6 53930022 53997667 + -ENSG00000235050.6 MLIP-AS1 chr6 53978549 54079726 - -ENSG00000236996.1 MLIP-IT1 chr6 53998890 54007152 + -ENSG00000218143.2 ERHP2 chr6 54016479 54016777 - -ENSG00000137251.15 TINAG chr6 54307859 54390152 + -ENSG00000228231.2 RP11-124I4.2 chr6 54365335 54369971 - -ENSG00000213335.4 CLNS1AP1 chr6 54485169 54485850 - -ENSG00000216347.1 RP3-334F4.2 chr6 54602487 54603150 - -ENSG00000220773.1 RP3-334F4.1 chr6 54624605 54625488 + -ENSG00000220635.2 KRASP1 chr6 54770583 54771134 + -ENSG00000251946.1 RNU6-1023P chr6 54786387 54786492 + -ENSG00000224984.1 RP11-524H19.2 chr6 54840118 54840855 - -ENSG00000168143.8 FAM83B chr6 54846771 54942022 + -ENSG00000261116.1 RP3-523K23.2 chr6 54943167 54945099 + -ENSG00000137252.9 HCRTR2 chr6 55106460 55282620 + -ENSG00000187871.2 GFRAL chr6 55327469 55402493 + -ENSG00000146151.12 HMGCLL1 chr6 55434369 55579214 - -ENSG00000220725.1 RP11-228O6.2 chr6 55680642 55681021 - -ENSG00000112175.7 BMP5 chr6 55753645 55875564 - -ENSG00000214604.3 NPM1P36 chr6 55939790 55940624 - -ENSG00000124749.16 COL21A1 chr6 56056590 56394094 - -ENSG00000219095.1 RP11-323I14__A.1 chr6 56276529 56276796 - -ENSG00000227602.1 RP3-445N2.1 chr6 56331788 56332117 - -ENSG00000220666.2 RCC2P7 chr6 56431950 56433213 - -ENSG00000266793.1 AL137008.1 chr6 56432379 56432442 - -ENSG00000151914.17 DST chr6 56457987 56954628 - -ENSG00000231441.1 RP11-472M19.2 chr6 56844002 56864078 + -ENSG00000216854.2 RPL17P26 chr6 56871191 56871743 + -ENSG00000200224.2 RNU6-626P chr6 56945730 56945836 + -ENSG00000151917.17 BEND6 chr6 56955126 57027342 + -ENSG00000219790.3 OSTCP6 chr6 56975606 56976062 - -ENSG00000218980.2 FTH1P15 chr6 57004520 57004799 + -ENSG00000276576.1 MRPL30P1 chr6 57029521 57029988 + -ENSG00000168116.13 KIAA1586 chr6 57046532 57055239 + -ENSG00000112200.16 ZNF451 chr6 57086844 57170307 + -ENSG00000226803.7 RP11-203B9.4 chr6 57114894 57174236 - -ENSG00000112208.11 BAG2 chr6 57172326 57189833 + -ENSG00000112210.11 RAB23 chr6 57186992 57222314 - -ENSG00000146143.17 PRIM2 chr6 57314805 57646849 + -ENSG00000212017.2 MIR548U chr6 57390132 57390212 + -ENSG00000266579.1 RP1-71H19.2 chr6 57493855 57497691 + -ENSG00000281746.1 Clostridiales-1 chr6 57663854 57663967 - -ENSG00000272541.1 XXbac-BPGBPG55C20.1 chr6 57855891 57856468 - -ENSG00000271761.1 XXbac-BPGBPG55C20.3 chr6 57902609 57903148 - -ENSG00000272316.1 XXbac-BPGBPG55C20.2 chr6 57908560 57913911 - -ENSG00000239650.4 GUSBP4 chr6 57919784 57930291 - -ENSG00000218189.4 POM121L14P chr6 57937458 57939015 + -ENSG00000215190.8 LINC00680 chr6 57946074 57961501 - -ENSG00000225096.1 XXbac-BPG55C20.7 chr6 57965630 57972218 + -ENSG00000214563.2 GAPDHP15 chr6 57967687 57968661 - -ENSG00000216687.2 RP11-278J20.2 chr6 58071720 58073134 - -ENSG00000214561.3 RBBP4P4 chr6 58119741 58121029 - -ENSG00000223633.2 RP11-143A22.1 chr6 58162610 58187582 + -ENSG00000275046.1 RP11-136G2.1 chr6 58386799 58386961 + -ENSG00000212065.3 AC244258.1 chr6 60291693 60291774 + -ENSG00000280324.2 Clostridiales-1 chr6 60562547 60562700 - -ENSG00000281441.1 Clostridiales-1 chr6 60562705 60562788 + -ENSG00000277172.1 GAPDHP41 chr6 60719222 60720196 - -ENSG00000275773.1 RP11-343D24.2 chr6 60723148 60723898 + -ENSG00000274844.1 RP11-325M4.2 chr6 60826185 60826533 - -ENSG00000276290.1 RBBP4P3 chr6 60873360 60874642 - -ENSG00000221606.1 AL356131.1 chr6 61180832 61180944 - -ENSG00000220030.1 RP1-91N13.1 chr6 61240898 61241311 + -ENSG00000255633.5 MTRNR2L9 chr6 61574328 61574402 + -ENSG00000279892.1 AL356135.1 chr6 61585946 61587035 - -ENSG00000250686.2 RP1-240B8.3 chr6 61630233 61681049 - -ENSG00000112232.8 KHDRBS2 chr6 61679960 62286227 - -ENSG00000216859.1 RP11-448N11.1 chr6 62460940 62461503 - -ENSG00000217067.2 RP11-448N11.2 chr6 62547427 62548272 + -ENSG00000262566.1 RP11-448N11.3 chr6 62611153 62611327 - -ENSG00000264206.2 AL589736.1 chr6 62683176 62683269 + -ENSG00000264410.1 AL121931.1 chr6 62726835 62726924 - -ENSG00000266682.1 AL590558.1 chr6 62983084 62983170 - -ENSG00000217477.2 RP11-184C23.1 chr6 63193072 63193630 - -ENSG00000198225.5 FKBP1C chr6 63211446 63213024 + -ENSG00000219940.2 SPTLC1P3 chr6 63227485 63227743 + -ENSG00000218520.5 RP11-184C23.4 chr6 63229087 63230110 - -ENSG00000146166.16 LGSN chr6 63275951 63319977 - -ENSG00000218617.1 RP3-407E4.2 chr6 63392222 63392606 + -ENSG00000218274.2 RP3-407E4.3 chr6 63395007 63397106 - -ENSG00000218048.2 RP3-407E4.4 chr6 63440766 63443580 + -ENSG00000225121.2 EEF1B2P5 chr6 63480134 63481876 + -ENSG00000112245.9 PTP4A1 chr6 63521761 63583587 + -ENSG00000213312.3 RPL7AP34 chr6 63548708 63549508 - -ENSG00000266680.1 RP5-1148A21.3 chr6 63571005 63572408 - -ENSG00000262651.1 RP11-164N20.2 chr6 63612761 63612903 - -ENSG00000213309.3 RPL9P18 chr6 63615827 63616361 - -ENSG00000118482.11 PHF3 chr6 63635820 63779336 + -ENSG00000188107.13 EYS chr6 63719980 65707225 - -ENSG00000218813.1 RP11-59D5__B.3 chr6 63797189 63798031 + -ENSG00000236345.1 RP11-59D5__B.2 chr6 63806836 63822642 + -ENSG00000219653.1 GCNT1P4 chr6 63857441 63857769 + -ENSG00000232120.1 RP11-349P19.1 chr6 64377795 64412779 + -ENSG00000217811.1 HNRNPDP2 chr6 64631205 64631682 - -ENSG00000243828.2 RP11-307F22.2 chr6 64728837 64733837 - -ENSG00000221312.1 AL109922.1 chr6 64974393 64974492 + -ENSG00000214558.4 RP11-74E24.2 chr6 65302522 65304957 + -ENSG00000274061.1 AL109612.1 chr6 65467000 65467096 + -ENSG00000220483.4 SLC25A51P1 chr6 65788417 65789287 + -ENSG00000233859.2 ADH5P4 chr6 65836930 65838039 - -ENSG00000218890.1 NUFIP1P chr6 66093431 66094909 - -ENSG00000270521.1 RP11-24C14.1 chr6 66710242 66710827 - -ENSG00000238949.1 RNU7-66P chr6 66728843 66728904 - -ENSG00000266073.1 AL590874.1 chr6 67149509 67149599 - -ENSG00000212229.1 SNORD65 chr6 67210408 67210480 - -ENSG00000271111.1 RP11-409K15.1 chr6 67456346 67457250 - -ENSG00000251965.1 RNA5SP208 chr6 67467231 67467308 - -ENSG00000201015.1 RNU6-280P chr6 67546651 67546754 + -ENSG00000206672.1 Y_RNA chr6 67625356 67625464 + -ENSG00000227706.3 RP11-301G19.1 chr6 67887646 67889339 - -ENSG00000270509.1 RP11-301G19.2 chr6 67933485 67934682 + -ENSG00000223504.1 RP11-542F9.1 chr6 68055351 68060502 + -ENSG00000226497.1 RP11-406O16.1 chr6 68226972 68329899 - -ENSG00000278564.1 AL593844.1 chr6 68262189 68262278 - -ENSG00000266675.1 AL606923.1 chr6 68493439 68493526 + -ENSG00000218834.1 RP11-361F19.1 chr6 68598204 68598393 - -ENSG00000230910.2 RP3-525N10.2 chr6 68629962 68635027 - -ENSG00000135298.13 ADGRB3 chr6 68635367 69389511 + -ENSG00000265498.1 AL158051.1 chr6 69214730 69214810 - -ENSG00000265362.2 AL358133.1 chr6 69621381 69621472 + -ENSG00000168216.10 LMBRD1 chr6 69675802 69797111 - -ENSG00000219085.1 NPM1P37 chr6 69705287 69706160 - -ENSG00000219881.1 GAPDHP42 chr6 69745871 69746851 + -ENSG00000082293.12 COL19A1 chr6 69866571 70209976 + -ENSG00000216365.2 RPL37P15 chr6 70098390 70098676 - -ENSG00000112280.15 COL9A1 chr6 70215061 70303083 - -ENSG00000253809.1 RP1-149L1.1 chr6 70222758 70242156 + -ENSG00000237643.1 RP11-462G2.1 chr6 70394887 70399417 + -ENSG00000224349.2 RP11-462G2.2 chr6 70412828 70413950 - -ENSG00000082269.16 FAM135A chr6 70412941 70561174 + -ENSG00000238386.1 RNU7-48P chr6 70513294 70513356 + -ENSG00000154079.5 SDHAF4 chr6 70566917 70589569 + -ENSG00000271967.1 RP11-134K13.4 chr6 70596438 70596980 + -ENSG00000232389.1 RP11-134K13.2 chr6 70608234 70609334 - -ENSG00000218870.1 SLC25A6P6 chr6 70663502 70664279 - -ENSG00000112305.14 SMAP1 chr6 70667776 70862015 + -ENSG00000262803.1 RP11-160A9.3 chr6 70693839 70694619 + -ENSG00000217767.2 RP11-160A9.2 chr6 70734503 70734962 + -ENSG00000112309.10 B3GAT2 chr6 70856679 70957038 - -ENSG00000219669.1 BECN1P2 chr6 71075564 71076375 + -ENSG00000221345.2 U3 chr6 71126893 71127105 - -ENSG00000218350.1 LYPLA1P3 chr6 71165076 71165770 + -ENSG00000207180.1 RNU6-411P chr6 71182612 71182718 + -ENSG00000232295.7 RP11-154D6.1 chr6 71221457 71328228 - -ENSG00000276127.1 RP11-154D6.2 chr6 71251758 71252988 + -ENSG00000119900.7 OGFRL1 chr6 71288803 71308950 + -ENSG00000269966.1 RP3-331H24.5 chr6 71295173 71417436 - -ENSG00000230597.1 RP3-331H24.4 chr6 71328942 71329806 + -ENSG00000233237.6 LINC00472 chr6 71344344 71420769 - -ENSG00000279312.1 RP3-331H24.7 chr6 71373253 71375387 - -ENSG00000199094.2 MIR30C2 chr6 71376933 71377045 - -ENSG00000279289.1 RP3-331H24.6 chr6 71386852 71390829 - -ENSG00000207827.1 MIR30A chr6 71403551 71403621 - -ENSG00000223765.2 RP1-288M22.2 chr6 71450834 71458874 + -ENSG00000212099.1 AL035467.1 chr6 71538884 71538976 - -ENSG00000219575.1 RP1-288M22.1 chr6 71550958 71551643 - -ENSG00000218014.1 KRT19P1 chr6 71584721 71585906 + -ENSG00000211530.1 AL354933.1 chr6 71585089 71585201 + -ENSG00000202069.1 RNU4-66P chr6 71652474 71652611 - -ENSG00000079841.18 RIMS1 chr6 71886703 72403143 + -ENSG00000218732.1 RP5-1046G13.2 chr6 72316599 72317436 - -ENSG00000217483.1 RP11-135M8__A.1 chr6 72522641 72523238 + -ENSG00000274037.1 FO393414.1 chr6 72538579 72538669 + -ENSG00000181514.6 RP3-474G15.1 chr6 72598451 72599634 - -ENSG00000185760.15 KCNQ5 chr6 72621792 73198851 + -ENSG00000233844.1 KCNQ5-IT1 chr6 72630495 72678558 + -ENSG00000266180.1 MIR4282 chr6 72967687 72967753 - -ENSG00000232422.1 KNOP1P4 chr6 72986313 72987750 + -ENSG00000220515.2 PGAM1P10 chr6 73055097 73055857 + -ENSG00000229154.1 KCNQ5-AS1 chr6 73134803 73143514 - -ENSG00000277026.1 AL365232.1 chr6 73150569 73150650 - -ENSG00000234025.1 RBPMS2P1 chr6 73157517 73158139 - -ENSG00000251360.2 KHDC1P1 chr6 73209083 73210080 - -ENSG00000243501.5 RP11-257K9.8 chr6 73209746 73263196 - -ENSG00000256980.4 KHDC1L chr6 73223544 73225770 - -ENSG00000135314.12 KHDC1 chr6 73241314 73310365 - -ENSG00000263378.1 AC019205.1 chr6 73263008 73263084 + -ENSG00000229852.2 RP11-398K22.12 chr6 73263215 73301401 + -ENSG00000239626.1 RPSAP41 chr6 73290403 73291262 + -ENSG00000234882.1 EIF3EP1 chr6 73291962 73293277 + -ENSG00000223389.1 SDCBP2P1 chr6 73322837 73323450 + -ENSG00000226840.1 PAICSP3 chr6 73327524 73329017 + -ENSG00000203909.3 DPPA5 chr6 73353062 73354295 - -ENSG00000203908.3 KHDC3L chr6 73362677 73364171 + -ENSG00000203907.9 OOEP chr6 73368555 73395133 - -ENSG00000231332.2 OOEP-AS1 chr6 73369704 73387717 + -ENSG00000235174.1 RPL39P3 chr6 73373108 73373263 - -ENSG00000224221.1 RPS6P8 chr6 73391038 73391767 - -ENSG00000080007.7 DDX43 chr6 73394748 73417569 + -ENSG00000164430.15 MB21D1 chr6 73413515 73452276 - -ENSG00000135297.15 MTO1 chr6 73461578 73509236 + -ENSG00000207023.1 RNU6-975P chr6 73464073 73464177 + -ENSG00000264609.1 AL603910.1 chr6 73477058 73477142 + -ENSG00000271986.2 RN7SL827P chr6 73487590 73487877 - -ENSG00000223821.1 RP11-505P4.6 chr6 73492025 73492742 - -ENSG00000156508.17 EEF1A1 chr6 73515750 73523797 - -ENSG00000229862.5 RP11-505P4.7 chr6 73523618 73570596 + -ENSG00000223967.1 RP11-505P4.5 chr6 73526744 73526879 - -ENSG00000119899.12 SLC17A5 chr6 73593379 73654155 - -ENSG00000218459.1 RPS27P15 chr6 73618346 73618597 + -ENSG00000231652.2 RP11-553A21.3 chr6 73693903 73696131 - -ENSG00000156535.13 CD109 chr6 73695785 73828316 + -ENSG00000279790.1 RP11-374N7.2 chr6 73971346 73973115 + -ENSG00000217268.1 TXNP7 chr6 74004520 74004812 - -ENSG00000223786.1 RP11-554D15.1 chr6 74069451 74690727 + -ENSG00000217178.1 RP11-9G10.1 chr6 74282266 74282660 + -ENSG00000272243.5 RP11-554D15.3 chr6 74530248 74734279 - -ENSG00000218483.1 RP11-554D15.2 chr6 74610449 74610715 - -ENSG00000224583.1 RP11-554D15.4 chr6 74642384 74652002 + -ENSG00000264884.1 AL590684.1 chr6 74719746 74719843 - -ENSG00000219736.1 RP11-560O20.1 chr6 74849077 74850484 - -ENSG00000111799.20 COL12A1 chr6 75084326 75206051 - -ENSG00000112695.11 COX7A2 chr6 75237675 75250323 - -ENSG00000112697.15 TMEM30A chr6 75252924 75284968 - -ENSG00000225793.2 RP1-234P15.4 chr6 75285014 75297003 + -ENSG00000118407.14 FILIP1 chr6 75291859 75493738 - -ENSG00000203489.3 HMGB1P39 chr6 75319101 75319980 - -ENSG00000237174.7 RP11-415D17.3 chr6 75357214 75399300 + -ENSG00000221332.2 U3 chr6 75398860 75399067 - -ENSG00000263533.1 MIR4463 chr6 75428407 75428473 + -ENSG00000238156.1 RP11-415D17.4 chr6 75454944 75458900 + -ENSG00000217680.1 RP11-415D17.1 chr6 75465123 75465570 + -ENSG00000201291.1 RNU1-34P chr6 75473738 75473894 - -ENSG00000219722.1 RPL26P20 chr6 75499705 75500136 + -ENSG00000220730.2 RP11-474L11.3 chr6 75586122 75586461 + -ENSG00000252137.1 RNU6-1338P chr6 75593055 75593145 + -ENSG00000112701.17 SENP6 chr6 75601509 75718278 + -ENSG00000217488.2 RP11-474L11.5 chr6 75610958 75611945 - -ENSG00000252498.1 RNU6-1016P chr6 75644084 75644177 + -ENSG00000200091.1 RN7SKP163 chr6 75654970 75655299 - -ENSG00000196586.13 MYO6 chr6 75749192 75919537 + -ENSG00000252156.1 RNU6-155P chr6 75768059 75768158 - -ENSG00000223169.1 RNA5SP209 chr6 75865239 75865335 - -ENSG00000112706.11 IMPG1 chr6 75921115 76072678 - -ENSG00000200040.1 Y_RNA chr6 75928513 75928625 + -ENSG00000222652.1 RNU6-248P chr6 76092834 76092940 + -ENSG00000238697.1 RNU6-261P chr6 76446988 76447089 - -ENSG00000236635.2 RP11-35J1.1 chr6 76522451 76593623 - -ENSG00000272445.1 RNU6-84P chr6 76557653 76557754 - -ENSG00000280511.1 RP11-35J1.2 chr6 76561328 76562590 + -ENSG00000231762.1 RP11-354K4.1 chr6 76660486 76662770 + -ENSG00000271945.1 RP11-354K4.2 chr6 76774983 76775860 + -ENSG00000276064.1 RP11-274E6.1 chr6 77343557 77343654 + -ENSG00000135312.5 HTR1B chr6 77462205 77463464 - -ENSG00000219253.1 RPS6P7 chr6 77496119 77496671 + -ENSG00000269964.2 MEI4 chr6 77690658 77926974 + -ENSG00000230309.1 RP3-390M24.1 chr6 78604467 78606036 - -ENSG00000229495.1 RP11-173D14.3 chr6 78809715 78813303 - -ENSG00000146243.13 IRAK1BP1 chr6 78867472 78946440 + -ENSG00000275100.1 AL450327.1 chr6 78909249 78909312 - -ENSG00000146247.13 PHIP chr6 78935867 79078236 - -ENSG00000217512.1 RP11-477E3.2 chr6 79067692 79068138 - -ENSG00000118418.14 HMGN3 chr6 79201245 79234738 - -ENSG00000270362.1 HMGN3-AS1 chr6 79233718 79236797 + -ENSG00000220154.2 RP11-46B11.2 chr6 79278105 79278427 - -ENSG00000201464.1 Y_RNA chr6 79301963 79302066 - -ENSG00000217786.1 RP3-508D13.1 chr6 79326568 79327207 - -ENSG00000218029.3 RP1-232L24.2 chr6 79354443 79354713 - -ENSG00000262048.1 RP1-232L24.4 chr6 79406240 79406774 - -ENSG00000231533.1 RP1-232L24.3 chr6 79420297 79421305 + -ENSG00000218748.1 DBIP1 chr6 79436908 79437167 - -ENSG00000135338.13 LCA5 chr6 79484991 79537458 - -ENSG00000261970.1 RP11-342L8.2 chr6 79552794 79553160 + -ENSG00000272137.1 RP11-177G23.2 chr6 79561132 79561602 + -ENSG00000279659.1 RP11-177G23.1 chr6 79573877 79575530 + -ENSG00000198478.7 SH3BGRL2 chr6 79631283 79703659 + -ENSG00000235357.1 RP1-159G19.1 chr6 79803583 79807225 - -ENSG00000221470.1 AL132875.1 chr6 79826793 79826885 - -ENSG00000220918.1 RP1-92C4.1 chr6 79854684 79855632 + -ENSG00000233835.1 RP1-92C4.2 chr6 79871873 79874610 + -ENSG00000118402.5 ELOVL4 chr6 79914812 79947580 - -ENSG00000218582.2 GAPDHP63 chr6 79953005 79954011 - -ENSG00000220311.1 RPL35AP18 chr6 79964215 79964519 + -ENSG00000281602.1 AL133475.1 chr6 80001402 80001907 - -ENSG00000112742.9 TTK chr6 80003887 80042527 + -ENSG00000218418.2 RP11-296E7.1 chr6 80064286 80070199 - -ENSG00000217377.1 AK4P5 chr6 80077729 80078362 - -ENSG00000083123.14 BCKDHB chr6 80106647 80346270 + -ENSG00000272129.1 RP11-250B2.6 chr6 80355424 80356859 + -ENSG00000219547.1 RPL17P25 chr6 80374015 80374569 - -ENSG00000279022.1 RP11-250B2.4 chr6 80440730 80441172 + -ENSG00000233967.6 RP11-250B2.3 chr6 80443344 80465927 + -ENSG00000260645.1 RP11-250B2.5 chr6 80466958 80469080 + -ENSG00000219361.1 RP11-250B2.2 chr6 80470071 80470428 - -ENSG00000181705.2 RP11-11L12.2 chr6 80499196 80499392 - -ENSG00000216352.1 RP11-486E2.1 chr6 80555841 80557189 - -ENSG00000112773.15 FAM46A chr6 81491439 81752774 - -ENSG00000226089.2 RP1-300G12.2 chr6 81527102 81534915 - -ENSG00000277797.1 RP11-244G12.1 chr6 81551686 81554092 + -ENSG00000212336.1 RNA5SP210 chr6 81622200 81622319 + -ENSG00000232031.1 RP5-991C6.4 chr6 81724722 81736353 - -ENSG00000206886.1 SNORA70 chr6 81764024 81764156 + -ENSG00000219702.1 RP5-991C6.2 chr6 81764211 81764503 + -ENSG00000224995.1 LINC01526 chr6 81813286 81814157 - -ENSG00000226453.1 RP11-379B8.1 chr6 81845185 81933480 - -ENSG00000281694.1 AL360157.1 chr6 81950224 81950338 - -ENSG00000260574.1 RP11-801I18.1 chr6 81969453 81969539 - -ENSG00000005700.14 IBTK chr6 82169983 82247754 - -ENSG00000223044.1 RNU6-130P chr6 82210338 82210440 - -ENSG00000220537.1 RP3-492P14.2 chr6 82263996 82264974 - -ENSG00000146242.8 TPBG chr6 82363206 82370828 + -ENSG00000118420.16 UBE3D chr6 82892398 83065841 - -ENSG00000220091.2 LAP3P1 chr6 82924829 82925122 - -ENSG00000227215.1 RP11-445L13__B.3 chr6 82932601 82938677 + -ENSG00000083097.14 DOPEY1 chr6 83067666 83171350 + -ENSG00000281446.1 AL139333.1 chr6 83072973 83073135 + -ENSG00000013375.15 PGM3 chr6 83161150 83193936 - -ENSG00000013392.7 RWDD2A chr6 83193379 83198932 + -ENSG00000065833.8 ME1 chr6 83210389 83431071 - -ENSG00000252309.1 AL391416.1 chr6 83367706 83367791 + -ENSG00000219951.4 RP11-378G13.2 chr6 83392416 83393409 + -ENSG00000146250.6 PRSS35 chr6 83512538 83525704 + -ENSG00000065609.14 SNAP91 chr6 83552880 83709691 - -ENSG00000237874.2 RP3-393K13.1 chr6 83728055 83736525 + -ENSG00000203877.7 RIPPLY2 chr6 83853266 83857515 + -ENSG00000065615.13 CYB5R4 chr6 83859643 83967424 + -ENSG00000228679.1 RP4-676J13.2 chr6 83983728 84007323 + -ENSG00000230852.1 RP11-51G5.1 chr6 84023055 84024553 + -ENSG00000135324.5 MRAP2 chr6 84033756 84090881 + -ENSG00000135315.11 CEP162 chr6 84124241 84227635 - -ENSG00000231776.5 LINC01611 chr6 84421028 84556152 - -ENSG00000226309.1 SMARCE1P2 chr6 84429584 84430802 - -ENSG00000112837.16 TBX18 chr6 84687351 84764519 - -ENSG00000228290.6 RP11-132M7.3 chr6 84687712 84709578 + -ENSG00000219604.1 RP11-132M7.2 chr6 84689292 84689429 - -ENSG00000216523.1 RP3-435K13.1 chr6 84966397 84966625 - -ENSG00000220291.1 RP3-455E7.1 chr6 85155667 85167749 + -ENSG00000216902.3 RP1-161C16.1 chr6 85257328 85257694 + -ENSG00000217060.1 RP11-30P6.1 chr6 85286076 85290849 + -ENSG00000213211.2 KRT18P64 chr6 85287789 85289007 + -ENSG00000234155.1 RP11-30P6.6 chr6 85387219 85390186 - -ENSG00000216439.1 DUTP5 chr6 85426657 85427125 - -ENSG00000214460.3 TPT1P6 chr6 85427453 85427966 - -ENSG00000135318.11 NT5E chr6 85449584 85495791 + -ENSG00000280232.1 RP11-321N4.4 chr6 85498441 85499058 - -ENSG00000135317.12 SNX14 chr6 85505496 85594156 - -ENSG00000271793.1 RP11-321N4.5 chr6 85557978 85615234 - -ENSG00000135316.17 SYNCRIP chr6 85607785 85643792 - -ENSG00000220563.1 PKMP3 chr6 85659892 85660606 - -ENSG00000203875.10 SNHG5 chr6 85660950 85678736 - -ENSG00000281147.1 SNORD50A chr6 85677294 85677368 - -ENSG00000275072.1 SNORD50B chr6 85677589 85677658 - -ENSG00000217334.1 RP11-33E24.3 chr6 85731371 85732011 + -ENSG00000198738.4 SMIM11P1 chr6 85735744 85735921 - -ENSG00000222686.1 RNU4-72P chr6 85751581 85751753 + -ENSG00000200427.1 Y_RNA chr6 85777639 85777755 - -ENSG00000218766.1 RP11-207F8.1 chr6 85868953 85869464 + -ENSG00000202103.1 RNU4-12P chr6 85993021 85993159 - -ENSG00000220069.1 RPL7P27 chr6 86086415 86087134 - -ENSG00000217272.1 RP1-263J7.2 chr6 86170447 86171018 - -ENSG00000220831.4 NDUFA5P9 chr6 86214237 86214576 - -ENSG00000219500.1 RP11-15J23.1 chr6 86432244 86432669 + -ENSG00000243124.3 RN7SL643P chr6 86435848 86436138 + -ENSG00000218561.1 RP1-253B10.1 chr6 86729708 86730108 - -ENSG00000219190.1 RP1-253B10.2 chr6 86768522 86768932 - -ENSG00000217769.4 RP11-76H14.2 chr6 86897118 86897421 + -ENSG00000220240.1 RP11-76H14.5 chr6 86897547 86897683 + -ENSG00000168830.7 HTR1E chr6 86937306 87016683 + -ENSG00000214457.3 RPL7P29 chr6 86970466 86971193 + -ENSG00000217169.2 MTHFD2P2 chr6 87000045 87000291 - -ENSG00000217776.1 RP11-156F23.2 chr6 87070156 87070461 - -ENSG00000252697.1 RN7SKP209 chr6 87083233 87083536 + -ENSG00000135346.8 CGA chr6 87085498 87095406 - -ENSG00000215477.2 RCN1P1 chr6 87121693 87122688 - -ENSG00000272008.1 RP11-393I2.4 chr6 87151159 87155285 - -ENSG00000188994.12 ZNF292 chr6 87152833 87264196 + -ENSG00000218313.1 RP11-393I2.2 chr6 87173368 87174303 - -ENSG00000164411.10 GJB7 chr6 87282978 87329278 - -ENSG00000216990.2 HSPD1P10 chr6 87298772 87300447 + -ENSG00000111850.10 SMIM8 chr6 87322583 87399749 + -ENSG00000203872.6 C6orf163 chr6 87344849 87365463 + -ENSG00000279616.1 RP1-102H19.7 chr6 87356831 87358605 + -ENSG00000272514.5 C6orf165 chr6 87407983 87464465 + -ENSG00000213204.8 C6orf165 chr6 87408012 87511634 + -ENSG00000216324.1 RP3-382I10.2 chr6 87425795 87426088 - -ENSG00000218793.1 RP3-382I10.3 chr6 87441165 87442146 - -ENSG00000218698.1 ST13P16 chr6 87444395 87445175 - -ENSG00000164414.16 SLC35A1 chr6 87470623 87512336 + -ENSG00000206715.1 RNU6-444P chr6 87488445 87488552 + -ENSG00000146282.17 RARS2 chr6 87514378 87590003 - -ENSG00000135336.14 ORC3 chr6 87590067 87667453 + -ENSG00000135334.8 AKIRIN2 chr6 87675072 87702209 - -ENSG00000238628.1 snoU13 chr6 87720915 87721018 + -ENSG00000207131.1 Y_RNA chr6 87826173 87826285 - -ENSG00000240997.3 RN7SL183P chr6 87845650 87845947 + -ENSG00000265585.2 AL138919.1 chr6 87847542 87847638 + -ENSG00000271114.1 RP11-453D21.1 chr6 87891424 87891869 + -ENSG00000118434.8 SPACA1 chr6 88047789 88066832 + -ENSG00000118432.12 CNR1 chr6 88139864 88166359 - -ENSG00000279565.1 RP4-570O12.3 chr6 88172261 88175762 + -ENSG00000220131.1 RP4-570O12.2 chr6 88265158 88265511 + -ENSG00000220267.1 ACTBP8 chr6 88275882 88276989 - -ENSG00000281199.1 AL139042.1 chr6 88276125 88276208 - -ENSG00000234426.1 RP11-459O1.2 chr6 88298950 88421033 - -ENSG00000111880.15 RNGTT chr6 88610272 88963721 - -ENSG00000222145.1 SNORA73 chr6 88714242 88714430 - -ENSG00000280277.1 RP1-72A23.4 chr6 88964527 88966587 + -ENSG00000220130.1 RP1-72A23.3 chr6 89001548 89001814 + -ENSG00000220960.1 RP1-72A23.1 chr6 89059628 89060109 + -ENSG00000223001.1 RNU2-61P chr6 89063500 89063690 - -ENSG00000271931.1 RP11-63L7.5 chr6 89080164 89080667 - -ENSG00000146278.10 PNRC1 chr6 89080751 89085160 + -ENSG00000264017.2 RN7SL336P chr6 89090946 89091242 + -ENSG00000154548.8 SRSF12 chr6 89095959 89118081 - -ENSG00000146281.5 PM20D2 chr6 89146050 89165565 + -ENSG00000281765.1 AL353135.1 chr6 89176543 89176677 - -ENSG00000146276.11 GABRR1 chr6 89177501 89231278 - -ENSG00000111886.10 GABRR2 chr6 89257208 89315299 - -ENSG00000220418.1 TUBB3P1 chr6 89301783 89303114 + -ENSG00000198833.6 UBE2J1 chr6 89326625 89352848 - -ENSG00000025039.14 RRAGD chr6 89364636 89412270 - -ENSG00000218965.1 NACAP7 chr6 89422099 89423048 - -ENSG00000135299.16 ANKRD6 chr6 89433170 89633834 + -ENSG00000239316.3 RN7SL11P chr6 89478141 89478433 + -ENSG00000237027.1 RP11-16C18.3 chr6 89560875 89567044 - -ENSG00000083099.10 LYRM2 chr6 89568144 89638753 - -ENSG00000112159.11 MDN1 chr6 89642499 89819723 - -ENSG00000228124.1 RP1-122O8.7 chr6 89673469 89675783 + -ENSG00000220871.1 DNAJC19P6 chr6 89797598 89797877 + -ENSG00000217653.1 RP11-63K6.1 chr6 89814709 89815463 + -ENSG00000118412.12 CASP8AP2 chr6 89829894 89874436 + -ENSG00000199630.1 Y_RNA chr6 89841329 89841424 + -ENSG00000218300.1 RP11-63K6.4 chr6 89876544 89876878 + -ENSG00000219240.2 RP11-63K6.5 chr6 89886156 89887848 + -ENSG00000135355.3 GJA10 chr6 89894469 89896120 + -ENSG00000252891.1 Y_RNA chr6 89898283 89898392 - -ENSG00000232532.1 RP11-63K6.7 chr6 89920196 89921760 + -ENSG00000112182.14 BACH2 chr6 89926529 90296908 - -ENSG00000226455.1 RP3-512E2.2 chr6 89950116 89953186 + -ENSG00000222078.1 RN7SKP110 chr6 90001222 90001506 - -ENSG00000218730.1 RP3-453I5.2 chr6 90116700 90117105 - -ENSG00000266760.1 MIR4464 chr6 90312742 90312833 + -ENSG00000260271.1 RP1-45N11.1 chr6 90345219 90362632 + -ENSG00000252676.1 AL391559.1 chr6 90446772 90446846 + -ENSG00000135341.17 MAP3K7 chr6 90513573 90587045 - -ENSG00000224605.1 RP1-177I10.1 chr6 91390313 91393000 - -ENSG00000263734.1 MIR4643 chr6 91521660 91521737 + -ENSG00000224944.1 CASC6 chr6 91629915 91690428 - -ENSG00000262095.1 RP3-433F14.4 chr6 91726810 91727070 + -ENSG00000219087.2 RP3-433F14.2 chr6 91727159 91727324 + -ENSG00000220340.1 RP3-433F14.1 chr6 91727282 91727505 - -ENSG00000240961.3 RN7SL415P chr6 91739609 91739897 + -ENSG00000219867.1 RP11-40G16.1 chr6 91815843 91816428 - -ENSG00000220553.1 RPL5P19 chr6 92013842 92014734 + -ENSG00000200492.2 U3 chr6 92119423 92119633 + -ENSG00000261038.1 RP1-149C7.1 chr6 92387841 92388827 - -ENSG00000265419.1 AL359987.1 chr6 92644741 92644808 + -ENSG00000220908.2 RP11-127B16.1 chr6 92723003 92723829 - -ENSG00000221455.2 U3 chr6 92790453 92790665 + -ENSG00000238412.2 AL589947.1 chr6 92812045 92812171 + -ENSG00000219387.2 ATF1P1 chr6 92887251 92888581 - -ENSG00000235099.1 RP1-23E21.2 chr6 93070387 93103384 + -ENSG00000213187.3 COPS5P1 chr6 93091976 93092760 - -ENSG00000135333.13 EPHA7 chr6 93240020 93419547 - -ENSG00000280451.1 RP11-64I5.1 chr6 93811825 93813036 + -ENSG00000252249.1 SNORA18 chr6 93879106 93879229 + -ENSG00000229600.1 RP11-524K14.1 chr6 93886900 93889410 + -ENSG00000231143.1 RP3-463P15.1 chr6 94163920 94194658 + -ENSG00000220370.1 RP3-399J4.2 chr6 94344737 94344962 + -ENSG00000279403.1 RP3-399J4.3 chr6 94397664 94398829 + -ENSG00000270484.1 RP3-399J4.4 chr6 94442030 94443809 - -ENSG00000216853.1 RP3-399J4.1 chr6 94446740 94447179 - -ENSG00000219627.1 CYCSP17 chr6 95504182 95504496 + -ENSG00000261366.1 MANEA-AS1 chr6 95575183 95577450 - -ENSG00000172469.14 MANEA chr6 95577543 95609457 + -ENSG00000219549.1 RP11-374I15.1 chr6 95630115 95632929 - -ENSG00000219941.1 KRT18P50 chr6 95991107 95992349 + -ENSG00000172461.10 FUT9 chr6 96015984 96215612 + -ENSG00000242560.3 RN7SL797P chr6 96282567 96282863 + -ENSG00000233797.1 UFL1-AS1 chr6 96358374 96521669 - -ENSG00000014123.9 UFL1 chr6 96521595 96555276 + -ENSG00000112214.10 FHL5 chr6 96562548 96616636 + -ENSG00000213183.3 RPS7P8 chr6 96648489 96649069 - -ENSG00000207309.1 RNU4-70P chr6 96649453 96649591 - -ENSG00000219139.1 RP11-304C16.2 chr6 96653274 96654142 + -ENSG00000217331.1 RP11-304C16.3 chr6 96672129 96672969 - -ENSG00000216518.1 EEF1GP6 chr6 96750824 96751728 + -ENSG00000224384.1 RP3-417O22.3 chr6 96785137 96795821 + -ENSG00000112218.8 GPR63 chr6 96794126 96837463 - -ENSG00000123545.5 NDUFAF4 chr6 96889313 96897881 - -ENSG00000263479.2 RN7SL509P chr6 96914699 96914995 - -ENSG00000186231.16 KLHL32 chr6 96924620 97140754 + -ENSG00000146263.11 MMS22L chr6 97142161 97283217 - -ENSG00000226684.2 RP3-418C23.2 chr6 97283303 97310048 + -ENSG00000224849.2 RP1-104O17.1 chr6 97702281 97708103 + -ENSG00000242486.1 RP1-104O17.2 chr6 97707759 97732712 + -ENSG00000226207.1 RP1-104O17.3 chr6 97710953 97717197 - -ENSG00000271860.5 RP11-436D23.1 chr6 97816709 98399872 + -ENSG00000238367.1 MIR2113 chr6 98024531 98024621 + -ENSG00000220505.2 EIF4EBP2P3 chr6 98179499 98179832 - -ENSG00000236920.2 RP11-111D3.2 chr6 98210020 98214683 - -ENSG00000187472.4 RP11-67P15.1 chr6 98780257 98780505 - -ENSG00000184486.8 POU3F2 chr6 98834592 98839490 + -ENSG00000112234.8 FBXL4 chr6 98868538 98948006 - -ENSG00000271042.1 RP3-364H10.1 chr6 99082449 99082761 + -ENSG00000265226.1 MIR548AI chr6 99124609 99124696 + -ENSG00000232699.3 BDH2P1 chr6 99174744 99175479 + -ENSG00000146267.11 FAXC chr6 99271169 99350062 - -ENSG00000132423.10 COQ3 chr6 99369400 99394204 - -ENSG00000132424.14 PNISR chr6 99398051 99425331 - -ENSG00000228506.1 RP11-98I9.4 chr6 99424922 99431373 + -ENSG00000123552.17 USP45 chr6 99432379 99521728 - -ENSG00000228439.4 TSTD3 chr6 99520693 99531918 + -ENSG00000274603.1 Y_RNA chr6 99526097 99526205 + -ENSG00000112237.12 CCNC chr6 99542380 99568973 - -ENSG00000272017.1 RP1-199J3.7 chr6 99568097 99569096 + -ENSG00000219755.1 RP1-199J3.5 chr6 99575712 99576456 + -ENSG00000279170.1 RP1-199J3.6 chr6 99587611 99589898 + -ENSG00000112238.11 PRDM13 chr6 99606730 99615578 + -ENSG00000199303.1 Y_RNA chr6 99642237 99642347 - -ENSG00000152034.10 MCHR2 chr6 99919910 99994247 - -ENSG00000229315.6 MCHR2-AS1 chr6 99993944 100076413 + -ENSG00000219257.2 NPM1P38 chr6 100050372 100051236 - -ENSG00000275716.1 RP3-344J20.3 chr6 100093311 100093768 - -ENSG00000213177.3 PRDX2P4 chr6 100136064 100136663 + -ENSG00000216378.1 RP3-344J20.1 chr6 100177209 100178192 + -ENSG00000275020.1 AL080285.1 chr6 100229545 100229649 - -ENSG00000112246.9 SIM1 chr6 100385015 100464929 - -ENSG00000228082.1 RP1-121G13.2 chr6 100427118 100437484 + -ENSG00000112249.13 ASCC3 chr6 100508194 100881372 - -ENSG00000220695.1 RP1-121G13.3 chr6 100530276 100531052 + -ENSG00000260000.2 RP3-467N11.1 chr6 100881471 100882987 + -ENSG00000270987.1 RP3-467N11.2 chr6 100889603 100890338 + -ENSG00000164418.19 GRIK2 chr6 101398788 102070083 + -ENSG00000218475.2 ACTG1P18 chr6 101430411 101431553 - -ENSG00000218536.1 AP002530.2 chr6 102078872 102079555 + -ENSG00000219757.1 RP11-793L10.1 chr6 102453367 102453792 - -ENSG00000276165.1 AL513011.1 chr6 102828886 102828976 + -ENSG00000217120.1 RP1-76C18.1 chr6 103002514 103003897 + -ENSG00000202283.1 SNORA33 chr6 103583135 103583268 + -ENSG00000216817.1 R3HDM2P2 chr6 104017633 104019748 - -ENSG00000214428.3 NPM1P10 chr6 104025540 104026763 - -ENSG00000218173.1 RP11-427E4.1 chr6 104687241 104687671 + -ENSG00000085382.11 HACE1 chr6 104728093 104859919 - -ENSG00000252944.1 RNU6-897P chr6 104766822 104766926 + -ENSG00000227535.2 RP11-809N15.2 chr6 104831129 104845820 - -ENSG00000271099.1 RP11-809N15.3 chr6 104860449 104862123 + -ENSG00000203809.5 LINC00577 chr6 104936294 104940527 - -ENSG00000187772.6 LIN28B chr6 104957048 105083332 + -ENSG00000212147.1 RNU6-1106P chr6 105045562 105045668 - -ENSG00000112276.13 BVES chr6 105096822 105137174 - -ENSG00000203808.10 BVES-AS1 chr6 105136308 105169945 + -ENSG00000132429.9 POPDC3 chr6 105158280 105179995 - -ENSG00000252918.1 AL359709.1 chr6 105196853 105196936 - -ENSG00000272102.1 RP3-355L5.5 chr6 105273220 105273760 - -ENSG00000085377.13 PREP chr6 105277565 105403084 - -ENSG00000231628.1 RP3-355L5.4 chr6 105279016 105281755 + -ENSG00000216639.1 RP3-355L5.3 chr6 105298149 105298895 + -ENSG00000219902.1 RPL35P3 chr6 105302453 105302823 - -ENSG00000237567.1 RP3-359N14.2 chr6 105612667 105632196 - -ENSG00000219088.1 RP3-359N14.1 chr6 105666326 105667998 + -ENSG00000200198.1 RN7SKP211 chr6 105904373 105904687 + -ENSG00000057657.14 PRDM1 chr6 106086320 106109939 + -ENSG00000269919.1 RP1-134E15.3 chr6 106100140 106100593 + -ENSG00000057663.12 ATG5 chr6 106184476 106325820 - -ENSG00000273744.1 U4 chr6 106271634 106271720 + -ENSG00000244710.3 RN7SL47P chr6 106283413 106283711 - -ENSG00000252444.1 RNU6-344P chr6 106304176 106304286 + -ENSG00000233941.1 RP11-404H14.1 chr6 106358566 106359717 - -ENSG00000112297.14 AIM1 chr6 106360808 106571978 + -ENSG00000207499.1 Y_RNA chr6 106420706 106420807 + -ENSG00000202386.1 RNA5SP211 chr6 106449381 106449497 + -ENSG00000282408.1 RP3-335E1.1 chr6 106451496 106457248 - -ENSG00000200314.1 Y_RNA chr6 106454828 106454929 + -ENSG00000130347.12 RTN4IP1 chr6 106571971 106629487 - -ENSG00000200295.1 RNU6-527P chr6 106607716 106607819 + -ENSG00000130348.11 QRSL1 chr6 106629578 106668417 + -ENSG00000216977.1 RPL21P65 chr6 106642463 106642928 + -ENSG00000229654.1 RP1-60O19.2 chr6 106695535 106699994 + -ENSG00000235142.7 RP1-60O19.1 chr6 106717452 106787541 - -ENSG00000202285.1 RNU6-117P chr6 106738948 106739054 - -ENSG00000207577.1 MIR587 chr6 106784125 106784220 + -ENSG00000272398.5 CD24 chr6 106969831 106975627 - -ENSG00000130349.9 C6orf203 chr6 107028213 107051342 + -ENSG00000178409.13 BEND3 chr6 107065182 107115269 - -ENSG00000252125.1 RNU6-1299P chr6 107133071 107133170 + -ENSG00000164494.11 PDSS2 chr6 107152557 107459564 - -ENSG00000276620.1 RP11-300D11.3 chr6 107192300 107192573 + -ENSG00000220237.1 RPS24P12 chr6 107229759 107230152 + -ENSG00000112320.11 SOBP chr6 107489958 107660167 + -ENSG00000234206.5 RP1-67A8.3 chr6 107509803 107511721 - -ENSG00000280135.1 RP1-47M23.3 chr6 107697299 107700218 - -ENSG00000146285.13 SCML4 chr6 107704104 107824317 - -ENSG00000025796.13 SEC63 chr6 107867756 107958189 - -ENSG00000238420.1 RNU6-437P chr6 107930088 107930182 + -ENSG00000232778.1 RPL23AP50 chr6 107931800 107932254 + -ENSG00000272476.1 RP1-191J18.66 chr6 107957413 107959986 + -ENSG00000224987.1 RP1-191J18.65 chr6 107985089 107985690 - -ENSG00000253090.2 SNORA73 chr6 107985659 107985773 - -ENSG00000231112.1 MTHFD2P3 chr6 107985811 107986031 - -ENSG00000225093.1 RPL3P7 chr6 108004357 108005568 - -ENSG00000271734.1 RP1-111B22.3 chr6 108030249 108030718 - -ENSG00000081087.14 OSTM1 chr6 108041409 108165854 - -ENSG00000238490.1 Y_RNA chr6 108060818 108060930 + -ENSG00000225174.1 OSTM1-AS1 chr6 108123515 108159392 + -ENSG00000112333.11 NR2E1 chr6 108166058 108188809 + -ENSG00000279398.1 RP3-429G5.5 chr6 108178871 108179317 + -ENSG00000112335.14 SNX3 chr6 108211222 108261260 - -ENSG00000233511.1 RP1-128O3.5 chr6 108252214 108252400 + -ENSG00000212525.1 RNA5SP212 chr6 108252401 108252507 + -ENSG00000230248.1 RP1-128O3.4 chr6 108275642 108276546 + -ENSG00000206974.1 RNU6-1144P chr6 108292766 108292869 + -ENSG00000135537.16 LACE1 chr6 108294894 108526796 + -ENSG00000238055.1 RP1-128O3.6 chr6 108318079 108318404 + -ENSG00000279498.1 RP11-72I2.2 chr6 108359084 108359863 - -ENSG00000238079.1 RP11-72I2.1 chr6 108372772 108372927 - -ENSG00000227072.1 RP3-466I7.1 chr6 108387512 108388080 + -ENSG00000200799.1 RNU6-770P chr6 108392073 108392177 + -ENSG00000271608.1 RP11-697G4.4 chr6 108551018 108551207 - -ENSG00000118689.14 FOXO3 chr6 108559835 108684774 + -ENSG00000228976.1 SUMO2P8 chr6 108618000 108618285 - -ENSG00000203801.8 LINC00222 chr6 108751654 108769942 + -ENSG00000219565.2 ZNF259P1 chr6 108782126 108787053 - -ENSG00000231559.1 RP3-354J5.3 chr6 108817680 108817926 + -ENSG00000118690.12 ARMC2 chr6 108848416 108974472 + -ENSG00000218872.1 RP11-249L21.2 chr6 108856400 108856737 - -ENSG00000228834.1 RP11-249L21.4 chr6 108907615 108907873 - -ENSG00000230290.1 ARMC2-AS1 chr6 108922976 108924103 - -ENSG00000080546.13 SESN1 chr6 108986437 109094819 - -ENSG00000271730.1 RP11-787I22.3 chr6 108998482 108999125 + -ENSG00000199944.1 RNU6-653P chr6 109059509 109059614 - -ENSG00000183137.14 CEP57L1 chr6 109095110 109163932 + -ENSG00000243587.6 C6orf183 chr6 109165833 109271014 + -ENSG00000203799.10 CCDC162P chr6 109285485 109355063 + -ENSG00000233908.1 RP11-425D10.1 chr6 109288440 109288562 + -ENSG00000219700.1 PTCHD3P3 chr6 109288571 109290503 - -ENSG00000201023.1 RNY3P11 chr6 109305494 109305595 + -ENSG00000218632.3 RPL7P28 chr6 109327175 109327914 - -ENSG00000135535.14 CD164 chr6 109366514 109382559 - -ENSG00000260273.1 RP11-425D10.10 chr6 109382795 109383666 + -ENSG00000185250.15 PPIL6 chr6 109390215 109441171 - -ENSG00000239160.1 AL109947.1 chr6 109434174 109434240 - -ENSG00000135587.8 SMPD2 chr6 109440763 109443919 + -ENSG00000135596.17 MICAL1 chr6 109444062 109465968 - -ENSG00000112365.4 ZBTB24 chr6 109462594 109483237 - -ENSG00000223537.2 RP5-919F19.5 chr6 109487906 109506800 + -ENSG00000155085.15 AK9 chr6 109492856 109691217 - -ENSG00000253037.1 AL109947.2 chr6 109504387 109504526 + -ENSG00000112367.10 FIG4 chr6 109691312 109825428 + -ENSG00000232311.1 RP1-249I4.2 chr6 109826522 109828785 + -ENSG00000146360.8 GPR6 chr6 109978256 109980718 + -ENSG00000112290.12 WASF1 chr6 110099819 110180004 - -ENSG00000168438.14 CDC40 chr6 110180141 110254275 + -ENSG00000053328.8 METTL24 chr6 110245928 110358272 - -ENSG00000203797.9 DDO chr6 110391771 110415562 - -ENSG00000004809.13 SLC22A16 chr6 110424687 110476641 - -ENSG00000241162.3 RN7SL617P chr6 110439996 110440303 - -ENSG00000281088.1 AC002464.1 chr6 110440082 110440165 - -ENSG00000260188.1 CTA-331P3.1 chr6 110477907 110479436 + -ENSG00000219559.1 RP11-346C16.4 chr6 110562175 110562615 - -ENSG00000270934.1 RP11-346C16.6 chr6 110598093 110598705 + -ENSG00000155111.14 CDK19 chr6 110609978 110815958 - -ENSG00000213150.2 RP11-346C16.2 chr6 110645699 110646558 + -ENSG00000217041.1 RP11-346C16.1 chr6 110700562 110700900 + -ENSG00000219150.2 RP11-569A2.2 chr6 110706362 110706882 - -ENSG00000200522.1 RNU6-957P chr6 110722250 110722348 - -ENSG00000123505.14 AMD1 chr6 110814621 110895713 + -ENSG00000212587.1 SNORA40 chr6 110848546 110848673 + -ENSG00000199360.1 RNU6-1115P chr6 110856417 110856522 + -ENSG00000213149.3 CNN2P9 chr6 110858239 110859147 + -ENSG00000271607.1 RP3-418A9.3 chr6 110863860 110864451 + -ENSG00000219329.1 RP11-397G5.2 chr6 110923566 110924107 + -ENSG00000155115.6 GTF3C6 chr6 110958560 110967890 + -ENSG00000266032.1 AL357515.1 chr6 110969773 110969872 - -ENSG00000197498.12 RPF2 chr6 110982015 111028263 + -ENSG00000207431.1 RNU6-906P chr6 111008270 111008376 - -ENSG00000218803.1 GSTM2P1 chr6 111046868 111047521 - -ENSG00000112394.16 SLC16A10 chr6 111087503 111231194 + -ENSG00000200926.1 RNU6-960P chr6 111091213 111091332 - -ENSG00000231046.1 RP11-428F8.2 chr6 111227747 111259034 - -ENSG00000173214.5 KIAA1919 chr6 111259348 111271167 + -ENSG00000230177.1 RP5-1112D6.4 chr6 111277932 111278742 + -ENSG00000271789.1 RP5-1112D6.7 chr6 111297126 111298510 + -ENSG00000009413.15 REV3L chr6 111299028 111483715 - -ENSG00000272356.1 RP5-1112D6.8 chr6 111309203 111313517 + -ENSG00000220392.1 FCF1P5 chr6 111353702 111354183 + -ENSG00000229276.1 REV3L-IT1 chr6 111360641 111361607 - -ENSG00000218676.1 BRD7P4 chr6 111430260 111431781 + -ENSG00000231889.7 TRAF3IP2-AS1 chr6 111483511 111598302 + -ENSG00000220506.2 RP3-415N12.1 chr6 111494991 111495713 - -ENSG00000056972.18 TRAF3IP2 chr6 111556454 111606278 - -ENSG00000255389.1 C6orf3 chr6 111599875 111602295 + -ENSG00000010810.17 FYN chr6 111660332 111873452 - -ENSG00000227012.2 RP1-97J1.2 chr6 111900489 111901851 - -ENSG00000211983.2 AL158035.1 chr6 111909680 111909767 + -ENSG00000112761.18 WISP3 chr6 112054072 112070969 + -ENSG00000074935.13 TUBE1 chr6 112070777 112087529 - -ENSG00000203778.7 FAM229B chr6 112087599 112102790 + -ENSG00000112769.18 LAMA4 chr6 112108760 112254939 - -ENSG00000237234.6 RP1-142L7.5 chr6 112154765 112166476 + -ENSG00000207044.1 RNU6-1226P chr6 112196440 112196546 - -ENSG00000270661.1 RP1-142L7.9 chr6 112217640 112219570 - -ENSG00000271208.1 RP1-142L7.8 chr6 112234165 112234758 - -ENSG00000226440.7 RP11-506B6.6 chr6 112236093 112307009 + -ENSG00000281613.2 RP11-506B6.7 chr6 112236806 112350094 + -ENSG00000216663.3 RP11-506B6.5 chr6 112325753 112326749 - -ENSG00000251258.1 RFPL4B chr6 112347330 112351296 + -ENSG00000219773.1 RP11-506B6.3 chr6 112355841 112356714 - -ENSG00000215807.4 KRT18P65 chr6 112361437 112362722 - -ENSG00000266485.1 AL365214.1 chr6 112361848 112361939 - -ENSG00000217770.1 FEM1AP3 chr6 112365704 112367444 - -ENSG00000232299.1 RP1-105O18.1 chr6 112476538 112481636 - -ENSG00000252215.1 AL357514.1 chr6 112532182 112532285 + -ENSG00000225580.2 RP1-159M24.1 chr6 112616703 112617880 - -ENSG00000271498.1 RP11-505K1.1 chr6 112825939 112826470 + -ENSG00000201386.1 RNU6-1163P chr6 112971493 112971599 + -ENSG00000218490.1 FCF1P10 chr6 113010937 113011415 + -ENSG00000216904.2 SOCS5P5 chr6 113222166 113224072 + -ENSG00000223811.1 RP11-437J19.1 chr6 113357003 113367944 - -ENSG00000232316.1 RP1-124C6.1 chr6 113428540 113433421 - -ENSG00000280723.1 AL021326.1 chr6 113428797 113428886 + -ENSG00000222677.1 AL513123.1 chr6 113514987 113515083 + -ENSG00000236347.1 RP11-346D19.1 chr6 113531118 113543793 + -ENSG00000218208.1 RP11-367G18.2 chr6 113581501 113581947 + -ENSG00000230943.1 RP11-367G18.1 chr6 113623535 113650074 - -ENSG00000221559.2 AL357519.1 chr6 113704833 113704923 + -ENSG00000231912.2 RP1-249H1.2 chr6 113791829 113837368 - -ENSG00000219758.6 RP1-249H1.3 chr6 113839279 113839621 + -ENSG00000277443.1 MARCKS chr6 113857362 113863471 + -ENSG00000227502.2 LINC01268 chr6 113868013 113873351 - -ENSG00000175967.3 RP11-544L8__B.4 chr6 113904138 113921642 + -ENSG00000196591.11 HDAC2 chr6 113933028 114011308 - -ENSG00000228624.7 RP3-399L15.3 chr6 113969701 114471705 + -ENSG00000216723.1 NUDT19P3 chr6 114019621 114020483 - -ENSG00000249853.7 HS3ST5 chr6 114055586 114343045 - -ENSG00000216471.3 RPSAP43 chr6 114084168 114084792 - -ENSG00000212333.1 RNA5SP213 chr6 114220681 114220786 - -ENSG00000221599.1 AL136446.1 chr6 114277385 114277478 - -ENSG00000218089.1 DNAJA1P4 chr6 114349483 114350648 - -ENSG00000232395.1 RP3-399L15.1 chr6 114477350 114488752 - -ENSG00000226079.1 RP3-399L15.2 chr6 114523451 114535875 - -ENSG00000273817.1 AL590964.1 chr6 114778509 114778595 - -ENSG00000251882.1 RNU6-475P chr6 114866873 114866976 - -ENSG00000219619.2 RP11-126M14.1 chr6 115358498 115358752 - -ENSG00000228777.1 RP11-282C5.1 chr6 115633542 115634191 - -ENSG00000111816.7 FRK chr6 115931149 116060758 - -ENSG00000186743.2 TPI1P3 chr6 116038756 116039495 + -ENSG00000178425.13 NT5DC1 chr6 116100849 116249497 + -ENSG00000123500.9 COL10A1 chr6 116118923 116158747 - -ENSG00000218428.1 NIP7P3 chr6 116137058 116137572 - -ENSG00000236326.1 RP3-486I3.5 chr6 116244187 116244728 - -ENSG00000187189.10 TSPYL4 chr6 116249961 116254140 - -ENSG00000111817.16 DSE chr6 116254173 116444860 + -ENSG00000237021.2 RP3-486I3.7 chr6 116254207 116256743 + -ENSG00000233558.1 RP3-486I3.4 chr6 116258493 116259115 - -ENSG00000189241.6 TSPYL1 chr6 116276578 116279903 - -ENSG00000240050.5 RP1-93H18.1 chr6 116280199 116370273 + -ENSG00000217241.1 CBX3P9 chr6 116453014 116453565 - -ENSG00000218153.2 KRT18P22 chr6 116457323 116458669 - -ENSG00000265516.1 Z84488.1 chr6 116457732 116457822 - -ENSG00000244158.1 RP1-93H18.6 chr6 116460739 116463692 - -ENSG00000188820.12 FAM26F chr6 116461370 116463779 + -ENSG00000234117.2 RP11-259P20.1 chr6 116492297 116497099 + -ENSG00000173626.9 TRAPPC3L chr6 116494989 116545610 - -ENSG00000178033.5 FAM26E chr6 116511646 116524792 + -ENSG00000164451.13 FAM26D chr6 116529013 116558868 + -ENSG00000111832.12 RWDD1 chr6 116571367 116597675 + -ENSG00000111834.12 RSPH4A chr6 116616479 116632985 + -ENSG00000153975.9 ZUFSP chr6 116635618 116668794 - -ENSG00000196911.9 KPNA5 chr6 116681187 116741866 + -ENSG00000183807.7 FAM162B chr6 116752197 116765723 - -ENSG00000173612.9 GPRC6A chr6 116792085 116829037 - -ENSG00000185002.9 RFX6 chr6 116877212 116932163 + -ENSG00000217089.1 RPS29P13 chr6 117048670 117048838 - -ENSG00000200248.1 RNA5SP214 chr6 117060682 117060799 + -ENSG00000170162.13 VGLL2 chr6 117265558 117273565 + -ENSG00000047936.10 ROS1 chr6 117288300 117425855 - -ENSG00000251814.1 RN7SKP18 chr6 117299364 117299638 + -ENSG00000222713.1 RN7SKP51 chr6 117301455 117301758 + -ENSG00000282218.1 RP1-179P9.3 chr6 117318211 117573571 - -ENSG00000219703.1 RAP1BP3 chr6 117431591 117432442 + -ENSG00000281606.1 AL132671.1 chr6 117445390 117445441 + -ENSG00000226181.1 RP1-92C8.3 chr6 117451130 117453525 - -ENSG00000164465.18 DCBLD1 chr6 117453817 117569858 + -ENSG00000207461.1 RNU6-253P chr6 117457734 117457838 - -ENSG00000047932.13 GOPC chr6 117560269 117602542 - -ENSG00000218233.1 NEPNP chr6 117633706 117645087 + -ENSG00000153989.7 NUS1 chr6 117675502 117710640 + -ENSG00000196376.10 SLC35F1 chr6 117907526 118317676 + -ENSG00000230202.1 RP11-632C17__A.1 chr6 117998975 117999448 + -ENSG00000216809.1 RP11-57K17.1 chr6 118452469 118454992 - -ENSG00000111860.13 CEP85L chr6 118460772 118710075 - -ENSG00000169075.7 RP3-509L4.3 chr6 118501430 118502906 + -ENSG00000198523.5 PLN chr6 118548298 118560730 + -ENSG00000217330.1 SSXP10 chr6 118589070 118589634 + -ENSG00000225549.3 RP11-210H10__A.1 chr6 118757518 118783420 + -ENSG00000111877.17 MCM9 chr6 118813442 118935162 - -ENSG00000111875.7 ASF1A chr6 118894220 118909167 + -ENSG00000253194.1 RP11-351A11.1 chr6 118934785 119031541 + -ENSG00000111879.18 FAM184A chr6 118959763 119149387 - -ENSG00000222649.1 Y_RNA chr6 119057880 119057974 + -ENSG00000207982.1 MIR548B chr6 119069047 119069143 - -ENSG00000220139.1 RP3-354N19.1 chr6 119159297 119159476 + -ENSG00000111885.6 MAN1A1 chr6 119177209 119349761 - -ENSG00000216316.1 RP3-354N19.3 chr6 119269133 119269714 - -ENSG00000200732.1 RNU6-194P chr6 119327281 119327385 + -ENSG00000265725.1 MIR3144 chr6 120015179 120015257 + -ENSG00000276617.1 AL590731.1 chr6 120411495 120411606 + -ENSG00000206857.1 RNU6-214P chr6 120526294 120526400 - -ENSG00000200310.1 RNA5SP215 chr6 120686621 120686742 + -ENSG00000216710.1 COX6A1P3 chr6 120781220 120781512 + -ENSG00000146350.13 TBC1D32 chr6 121079494 121334745 - -ENSG00000206598.1 RNU6-1286P chr6 121354354 121354460 + -ENSG00000207403.1 Y_RNA chr6 121378797 121378898 - -ENSG00000220447.1 RP1-276J11.2 chr6 121381472 121381860 + -ENSG00000272714.1 RP1-276J11.3 chr6 121389324 121390357 + -ENSG00000152661.7 GJA1 chr6 121435692 121449727 + -ENSG00000199458.1 RNU4-35P chr6 121453981 121454121 - -ENSG00000219784.2 RP1-172I22.1 chr6 121478273 121479908 - -ENSG00000201379.1 RNU4-76P chr6 121542486 121542626 - -ENSG00000222659.1 RNU2-8P chr6 121580332 121580521 - -ENSG00000220326.2 RP11-129H15.1 chr6 121641009 121641221 - -ENSG00000218180.2 SLC25A5P7 chr6 121653795 121654690 + -ENSG00000219135.1 RPL23AP48 chr6 121679972 121680459 - -ENSG00000217139.2 RP11-129H15.4 chr6 121682925 121684272 + -ENSG00000220184.2 HMGB3P18 chr6 121858179 121858768 - -ENSG00000199932.1 RNU1-18P chr6 122211648 122211811 + -ENSG00000025156.12 HSF2 chr6 122399546 122433119 + -ENSG00000279453.1 RP3-425C14.4 chr6 122436789 122439223 - -ENSG00000111897.6 SERINC1 chr6 122443354 122471822 - -ENSG00000275339.1 RP3-425C14.6 chr6 122454358 122454612 + -ENSG00000135549.14 PKIB chr6 122471917 122726373 + -ENSG00000279114.1 RP3-425C14.5 chr6 122471923 122484161 + -ENSG00000277408.1 RP3-425C14.7 chr6 122531123 122531436 - -ENSG00000272472.1 RP11-95G17.2 chr6 122643388 122644771 + -ENSG00000240606.3 RN7SL564P chr6 122745280 122745529 + -ENSG00000164434.11 FABP7 chr6 122779475 122784074 + -ENSG00000172594.12 SMPDL3A chr6 122789049 122809720 + -ENSG00000232362.1 ATP5LP2 chr6 122859678 122859988 - -ENSG00000146352.12 CLVS2 chr6 122995971 123072927 + -ENSG00000276942.1 AL591428.1 chr6 123058834 123058920 - -ENSG00000186439.12 TRDN chr6 123216339 123637093 - -ENSG00000235535.7 RP11-532N4.2 chr6 123389421 123510241 + -ENSG00000216015.1 AL354936.1 chr6 123740434 123740532 - -ENSG00000188580.13 NKAIN2 chr6 123804141 124825657 + -ENSG00000237321.1 RP11-374A22.1 chr6 123823240 123829285 + -ENSG00000236548.1 RNF217-AS1 chr6 124909093 124963039 - -ENSG00000146373.16 RNF217 chr6 124962545 125092633 + -ENSG00000111907.20 TPD52L1 chr6 125119049 125264407 + -ENSG00000111906.17 HDDC2 chr6 125219962 125302078 - -ENSG00000226409.1 RP11-735G4.1 chr6 125370211 125374324 - -ENSG00000228704.1 RP11-138M12.1 chr6 125425627 125445183 - -ENSG00000237742.6 RP11-624M8.1 chr6 125578558 125749190 - -ENSG00000224506.2 RP1-293L8.2 chr6 125674353 125720218 + -ENSG00000135547.8 HEY2 chr6 125747664 125761269 + -ENSG00000111912.18 NCOA7 chr6 125781161 125932030 + -ENSG00000232131.1 NCOA7-AS1 chr6 125797856 125818858 - -ENSG00000222445.1 RN7SKP56 chr6 125875168 125875498 + -ENSG00000111911.6 HINT3 chr6 125956781 125980244 + -ENSG00000251920.1 RNA5SP216 chr6 125979812 125979934 - -ENSG00000066651.17 TRMT11 chr6 125986430 126039276 + -ENSG00000231842.1 RP11-527F13.1 chr6 126177193 126202239 + -ENSG00000213133.4 PPP1R14BP5 chr6 126257921 126258355 - -ENSG00000203760.8 CENPW chr6 126340174 126348875 + -ENSG00000207632.1 MIR588 chr6 126484631 126484713 + -ENSG00000201613.1 RNU6-200P chr6 126590287 126590393 - -ENSG00000220548.3 VIM2P chr6 126602356 126603649 - -ENSG00000275953.1 RP11-753G20.2 chr6 126627484 126628570 - -ENSG00000217325.2 PRELID1P1 chr6 126643488 126644390 + -ENSG00000217404.2 RPS4XP9 chr6 126683036 126683847 + -ENSG00000146374.13 RSPO3 chr6 127118604 127197765 + -ENSG00000118518.15 RNF146 chr6 127266610 127288567 + -ENSG00000093144.18 ECHDC1 chr6 127288710 127343609 - -ENSG00000251768.1 RNA5SP217 chr6 127317883 127317973 - -ENSG00000213131.3 YWHAZP4 chr6 127355756 127356789 + -ENSG00000220744.1 RPL5P18 chr6 127362513 127363403 + -ENSG00000220522.2 RP1-177A13.1 chr6 127416535 127416952 - -ENSG00000220694.2 RP3-403A15.1 chr6 127435636 127436189 + -ENSG00000255330.8 SOGA3 chr6 127438406 127519355 - -ENSG00000189367.14 KIAA0408 chr6 127440343 127459391 - -ENSG00000214338.10 SOGA3 chr6 127472794 127519191 - -ENSG00000184530.8 C6orf58 chr6 127519455 127591817 + -ENSG00000219284.2 RP11-151M7.1 chr6 127632958 127635321 - -ENSG00000218187.2 RP11-325O24.1 chr6 127654860 127655278 - -ENSG00000260212.1 RP11-325O24.5 chr6 127659424 127660338 + -ENSG00000219699.2 RP11-325O24.2 chr6 127659690 127660579 - -ENSG00000281248.1 RP11-325O24.6 chr6 127664554 127681555 + -ENSG00000172673.10 THEMIS chr6 127708072 127918631 - -ENSG00000274493.1 MRPS17P5 chr6 127909833 127910052 + -ENSG00000152894.14 PTPRK chr6 127968779 128520674 - -ENSG00000227945.1 RP11-103C16.2 chr6 128027886 128085248 + -ENSG00000224733.1 RP1-86D1.5 chr6 128500527 128501176 + -ENSG00000273790.2 AL137006.1 chr6 128556485 128556566 - -ENSG00000213130.3 EEF1DP5 chr6 128580113 128580884 - -ENSG00000206982.1 Y_RNA chr6 128584390 128584491 + -ENSG00000220110.1 RP1-6P5.2 chr6 128639188 128639653 - -ENSG00000202200.1 Y_RNA chr6 128761717 128761808 - -ENSG00000196569.11 LAMA2 chr6 128883141 129516569 + -ENSG00000220884.2 MESTP1 chr6 128928995 128929988 - -ENSG00000219642.2 BMPR1APS1 chr6 129157523 129159120 - -ENSG00000252554.1 RNU6-861P chr6 129436875 129436980 - -ENSG00000233351.1 RP1-69D17.3 chr6 129479615 129481410 - -ENSG00000226149.5 RP1-69D17.4 chr6 129526626 129552587 - -ENSG00000146376.10 ARHGAP18 chr6 129576132 129710225 - -ENSG00000276301.2 Z97352.1 chr6 129747737 129747819 + -ENSG00000218689.2 RPL5P21 chr6 129756298 129757112 - -ENSG00000219666.2 RP11-174C7.1 chr6 129783769 129784045 - -ENSG00000218725.2 B3GALNT2P1 chr6 129800908 129802214 + -ENSG00000219302.2 RP11-174C7.3 chr6 129819637 129820170 - -ENSG00000203756.7 TMEM244 chr6 129831244 129861547 - -ENSG00000198945.7 L3MBTL3 chr6 130013699 130141451 + -ENSG00000227678.7 RP11-73O6.3 chr6 130133410 130146179 - -ENSG00000164483.16 SAMD3 chr6 130144315 130365425 - -ENSG00000164484.11 TMEM200A chr6 130365734 130443063 + -ENSG00000266556.1 AL137251.1 chr6 130434265 130434353 + -ENSG00000202438.1 Y_RNA chr6 130573996 130574112 - -ENSG00000229923.2 RP11-102N11.1 chr6 130697312 130697778 + -ENSG00000256162.2 SMLR1 chr6 130827406 130837135 + -ENSG00000079819.16 EPB41L2 chr6 130839347 131063322 - -ENSG00000118507.15 AKAP7 chr6 131135666 131283535 + -ENSG00000218857.1 RP1-209B5.2 chr6 131184325 131185486 - -ENSG00000219776.2 RPL21P67 chr6 131469059 131469536 + -ENSG00000118520.13 ARG1 chr6 131573144 131584332 + -ENSG00000112282.17 MED23 chr6 131573966 131628229 - -ENSG00000154269.14 ENPP3 chr6 131628442 131747418 + -ENSG00000252560.1 RNU4-18P chr6 131642818 131642966 - -ENSG00000180658.3 OR2A4 chr6 131700469 131701401 - -ENSG00000236761.5 CTAGE9 chr6 131708684 131711017 - -ENSG00000216917.2 RP5-988G15.1 chr6 131780721 131781312 - -ENSG00000266807.1 MIR548H5 chr6 131792172 131792231 + -ENSG00000197594.11 ENPP1 chr6 131808016 131895155 + -ENSG00000219532.2 RP3-323K23.3 chr6 131819803 131820091 - -ENSG00000200895.1 RN7SKP245 chr6 131820334 131820653 + -ENSG00000237115.2 RP1-131F15.2 chr6 131825981 131828413 - -ENSG00000236673.5 RP11-69I8.2 chr6 131901963 131920565 + -ENSG00000280058.1 RP1-131F15.3 chr6 131910191 131911527 + -ENSG00000118523.5 CTGF chr6 131948176 131951373 - -ENSG00000227220.1 RP11-69I8.3 chr6 131950946 132077393 + -ENSG00000236166.1 RP3-523C21.2 chr6 132085084 132099279 + -ENSG00000265669.1 MIR548AJ1 chr6 132115192 132115263 - -ENSG00000280155.1 RP3-523C21.3 chr6 132130252 132131795 - -ENSG00000228495.1 LINC01013 chr6 132131915 132169374 + -ENSG00000223912.1 EEF1A1P36 chr6 132271982 132273332 + -ENSG00000079931.14 MOXD1 chr6 132296055 132401545 - -ENSG00000079950.13 STX7 chr6 132445867 132513198 - -ENSG00000225343.1 RPL21P66 chr6 132518830 132519295 - -ENSG00000237110.2 TAAR9 chr6 132538290 132539336 + -ENSG00000146385.1 TAAR8 chr6 132552693 132553721 + -ENSG00000235998.1 TAAR7P chr6 132559024 132559265 + -ENSG00000146383.7 TAAR6 chr6 132570322 132571359 + -ENSG00000135569.4 TAAR5 chr6 132588673 132589686 - -ENSG00000237449.1 TAAR4P chr6 132594398 132595436 - -ENSG00000179073.6 TAAR3 chr6 132608225 132609302 - -ENSG00000146378.6 TAAR2 chr6 132617022 132624275 - -ENSG00000146399.1 TAAR1 chr6 132644984 132646003 - -ENSG00000218194.1 HLFP1 chr6 132674885 132675383 + -ENSG00000112299.7 VNN1 chr6 132681590 132714049 - -ENSG00000218991.1 CCNG1P1 chr6 132698783 132699667 + -ENSG00000093134.13 VNN3 chr6 132722787 132734765 - -ENSG00000112303.13 VNN2 chr6 132743870 132763459 - -ENSG00000234484.1 RP1-55C23.7 chr6 132752675 132753951 + -ENSG00000271488.1 RBM11P1 chr6 132764660 132765458 + -ENSG00000146409.10 SLC18B1 chr6 132769370 132798553 - -ENSG00000112306.7 RPS12 chr6 132814441 132817564 + -ENSG00000206754.1 SNORD101 chr6 132815307 132815379 + -ENSG00000221500.1 SNORD100 chr6 132816802 132816877 + -ENSG00000200534.1 SNORA33 chr6 132817219 132817348 + -ENSG00000220557.1 HMGB1P13 chr6 132868218 132868859 - -ENSG00000279960.1 RP5-1181K21.4 chr6 132891924 132893819 + -ENSG00000213122.4 RPL23AP46 chr6 132997551 132998040 - -ENSG00000231023.6 LINC00326 chr6 133088080 133106578 + -ENSG00000220113.2 MTCYBP4 chr6 133150568 133150816 + -ENSG00000112319.17 EYA4 chr6 133240598 133532120 + -ENSG00000223542.1 RP1-283K11.3 chr6 133435077 133439464 - -ENSG00000234567.1 RP1-283K11.2 chr6 133452857 133456605 - -ENSG00000227954.6 TARID chr6 133502252 133892802 - -ENSG00000238059.1 HSPE1P21 chr6 133510386 133510693 - -ENSG00000272428.1 RP11-704J17.5 chr6 133540784 133541174 + -ENSG00000218213.1 FTH1P26 chr6 133676729 133677429 - -ENSG00000223586.5 LINC01312 chr6 133821147 133851800 + -ENSG00000118526.6 TCF21 chr6 133889138 133895553 + -ENSG00000028839.9 TBPL1 chr6 133952170 133990432 + -ENSG00000146411.5 SLC2A12 chr6 133988697 134052636 - -ENSG00000278744.1 CTA-444M12.3 chr6 134009033 134009218 + -ENSG00000216753.3 HMGA1P7 chr6 134115235 134115736 - -ENSG00000266875.2 RN7SL408P chr6 134133573 134133868 + -ENSG00000118515.11 SGK1 chr6 134169246 134318112 - -ENSG00000276703.1 RP1-188K17.2 chr6 134211450 134211527 + -ENSG00000200058.1 RNA5SP218 chr6 134257035 134257143 + -ENSG00000201309.1 Y_RNA chr6 134283092 134283193 + -ENSG00000220378.3 KRT8P42 chr6 134296997 134298695 - -ENSG00000213118.4 CHCHD2P4 chr6 134393142 134393900 - -ENSG00000231971.5 RP11-557H15.3 chr6 134428240 134520585 - -ENSG00000236700.5 LINC01010 chr6 134437716 134504581 + -ENSG00000232310.6 RP11-557H15.4 chr6 134525314 134659836 - -ENSG00000218772.2 FAM8A6P chr6 134603564 134604698 - -ENSG00000229722.1 RP11-557H15.5 chr6 134606299 134609437 - -ENSG00000227723.1 CTA-31J9.2 chr6 134636489 134642495 + -ENSG00000236389.1 RP1-287H17.1 chr6 134706060 134707349 - -ENSG00000277231.1 AL121970.1 chr6 134715176 134715266 - -ENSG00000213117.4 RP3-352A20.1 chr6 134897874 134898759 + -ENSG00000118514.13 ALDH8A1 chr6 134917390 134950122 - -ENSG00000240056.2 RP11-349J5.2 chr6 134941392 134942450 + -ENSG00000112339.14 HBS1L chr6 134960378 135103056 - -ENSG00000232876.1 CTA-212D2.2 chr6 135055033 135060550 + -ENSG00000118513.18 MYB chr6 135181315 135219173 + -ENSG00000236703.1 MYB-AS1 chr6 135195083 135195995 - -ENSG00000207689.1 MIR548A2 chr6 135239160 135239256 + -ENSG00000224374.1 RP1-32B1.4 chr6 135259996 135260933 + -ENSG00000135541.20 AHI1 chr6 135283532 135497776 - -ENSG00000234084.1 RP3-388E23.2 chr6 135301568 135307158 + -ENSG00000201012.1 Y_RNA chr6 135474504 135474609 - -ENSG00000231028.8 LINC00271 chr6 135497801 135716055 + -ENSG00000226540.2 GAPDHP73 chr6 135619165 135620171 - -ENSG00000233534.1 RP1-38C16.2 chr6 135629405 135630268 - -ENSG00000217482.2 HMGB1P17 chr6 135636086 135636713 - -ENSG00000236378.1 RP11-394G3.2 chr6 135807148 135808466 - -ENSG00000171408.13 PDE7B chr6 135851696 136195574 + -ENSG00000238921.2 AL360178.1 chr6 135914755 135914847 + -ENSG00000222121.1 AL512290.1 chr6 135977811 135977903 - -ENSG00000237596.6 RP13-143G15.4 chr6 135991936 136225751 - -ENSG00000213111.5 COX5BP2 chr6 136034553 136034886 - -ENSG00000277973.1 RP11-472E5.3 chr6 136206478 136206860 + -ENSG00000146410.11 MTFR2 chr6 136231024 136250335 - -ENSG00000029363.15 BCLAF1 chr6 136256863 136289851 - -ENSG00000216519.2 RP3-406A7.1 chr6 136317961 136318236 + -ENSG00000260418.1 RP3-406A7.7 chr6 136335714 136336087 - -ENSG00000135525.18 MAP7 chr6 136342281 136550819 - -ENSG00000276943.1 AL023284.1 chr6 136343193 136343249 - -ENSG00000220660.2 RP3-406A7.3 chr6 136364129 136365079 + -ENSG00000216613.2 RP3-406A7.5 chr6 136419847 136420425 - -ENSG00000218424.2 NDUFS5P1 chr6 136475862 136476150 - -ENSG00000271765.1 RN7SKP299 chr6 136545192 136545492 + -ENSG00000272189.1 RP3-325F22.5 chr6 136550661 136552554 + -ENSG00000197442.9 MAP3K5 chr6 136557047 136792518 - -ENSG00000234263.1 RP3-325F22.3 chr6 136629172 136647999 + -ENSG00000212242.1 RNA5SP219 chr6 136630243 136630355 + -ENSG00000112357.12 PEX7 chr6 136822564 136913937 + -ENSG00000277822.1 AL121933.1 chr6 136855349 136855457 - -ENSG00000201807.1 SNORA27 chr6 136855698 136855831 - -ENSG00000213109.4 RP11-55K22.2 chr6 136900233 136901529 - -ENSG00000182747.4 SLC35D3 chr6 136922264 136925639 + -ENSG00000207247.1 Y_RNA chr6 136934765 136934866 + -ENSG00000230350.1 RPL35AP3 chr6 136973930 136974217 - -ENSG00000225391.5 NHEG1 chr6 136982165 136993234 - -ENSG00000235399.1 RP11-204P2.3 chr6 136995170 136999504 + -ENSG00000016402.12 IL20RA chr6 136999971 137045180 - -ENSG00000164485.14 IL22RA2 chr6 137143820 137173648 - -ENSG00000027697.12 IFNGR1 chr6 137197484 137219449 - -ENSG00000177468.6 OLIG3 chr6 137492202 137494250 - -ENSG00000213108.3 BTF3L4P3 chr6 137543897 137544372 - -ENSG00000230533.1 RP11-95M15.1 chr6 137673460 137674554 + -ENSG00000220412.1 RP11-95M15.2 chr6 137705423 137707201 - -ENSG00000251969.3 AL357060.1 chr6 137716950 137717079 + -ENSG00000234956.5 RP11-356I2.1 chr6 137730170 137738983 - -ENSG00000207300.1 Y_RNA chr6 137784374 137784486 + -ENSG00000237499.6 RP11-356I2.4 chr6 137823673 137868233 - -ENSG00000118503.14 TNFAIP3 chr6 137867188 137883312 + -ENSG00000226004.1 RP11-10J5.1 chr6 137943079 137945802 - -ENSG00000229922.5 RP11-240M16.1 chr6 137945366 137972522 + -ENSG00000219463.1 RPSAP42 chr6 137995270 137996147 + -ENSG00000112378.11 PERP chr6 138088505 138107511 - -ENSG00000112379.8 ARFGEF3 chr6 138161921 138344663 + -ENSG00000254440.3 PBOV1 chr6 138215986 138218491 - -ENSG00000262543.1 RP3-422G23.4 chr6 138377905 138383075 + -ENSG00000218499.1 RP3-422G23.3 chr6 138393373 138393544 + -ENSG00000215878.3 MARCKSL1P2 chr6 138402585 138403560 - -ENSG00000051620.10 HEBP2 chr6 138403531 138422197 + -ENSG00000135540.11 NHSL1 chr6 138422043 138692571 - -ENSG00000266555.1 MIR3145 chr6 138435213 138435294 - -ENSG00000274594.1 RP11-43P8.2 chr6 138464099 138464383 + -ENSG00000216802.1 RP11-390P2.2 chr6 138650226 138650973 - -ENSG00000225177.5 RP11-390P2.4 chr6 138692548 138697288 + -ENSG00000279968.1 RP3-509I19.11 chr6 138725211 138773652 - -ENSG00000024862.16 CCDC28A chr6 138773509 138793319 + -ENSG00000203734.11 ECT2L chr6 138795926 138904070 + -ENSG00000225415.2 RP3-509I19.1 chr6 138822747 138823799 + -ENSG00000206856.1 RNU6-427P chr6 138859027 138859133 - -ENSG00000220600.2 RP3-509I19.6 chr6 138878899 138879407 - -ENSG00000135597.18 REPS1 chr6 138903493 138988261 - -ENSG00000146386.7 ABRACL chr6 139028682 139043302 + -ENSG00000112406.4 HECA chr6 139135112 139180802 + -ENSG00000231329.7 RP1-225E12.2 chr6 139144204 139239653 - -ENSG00000272446.5 RP1-225E12.3 chr6 139159157 139277181 - -ENSG00000164440.14 TXLNB chr6 139240061 139292139 - -ENSG00000226571.1 RP11-445F6.2 chr6 139271362 139287307 + -ENSG00000218565.2 RP11-12A2.1 chr6 139338018 139339580 + -ENSG00000164442.9 CITED2 chr6 139371807 139374620 - -ENSG00000238099.2 RP11-12A2.3 chr6 139468995 139474596 - -ENSG00000219806.1 ATP5F1P6 chr6 139614438 139615204 - -ENSG00000205695.3 RP11-15H7.2 chr6 139659928 139661513 + -ENSG00000231426.5 RP5-899B16.1 chr6 139854850 139860151 + -ENSG00000225148.1 RP5-899B16.2 chr6 139856104 139877391 - -ENSG00000236013.5 RP3-332B22.1 chr6 140067435 140093721 + -ENSG00000252107.1 RNA5SP220 chr6 140158591 140158694 - -ENSG00000263514.1 MIR3668 chr6 140205252 140205326 + -ENSG00000221336.1 AL356137.1 chr6 140660623 140660713 - -ENSG00000264390.1 MIR4465 chr6 140683814 140683883 + -ENSG00000217684.2 RPS3AP24 chr6 140761529 140762262 + -ENSG00000234147.1 RP3-460G2.2 chr6 140845958 140852924 - -ENSG00000216548.2 RP11-471B18.1 chr6 140922457 140922910 - -ENSG00000275138.1 RP11-432L12.1 chr6 141019788 141020026 - -ENSG00000259828.1 RP11-63E9.1 chr6 141447011 141451006 + -ENSG00000222764.1 RN7SKP106 chr6 141486141 141486412 - -ENSG00000218351.2 RPS3AP23 chr6 141635650 141636503 - -ENSG00000135577.4 NMBR chr6 142058330 142088799 - -ENSG00000270983.1 RP11-137J7.3 chr6 142062717 142063053 + -ENSG00000236822.1 RP11-137J7.2 chr6 142088233 142089219 + -ENSG00000203733.5 GJE1 chr6 142133090 142135151 + -ENSG00000009844.15 VTA1 chr6 142147162 142224689 + -ENSG00000273631.1 AL033522.1 chr6 142183086 142183172 - -ENSG00000237494.1 RP11-753B14.1 chr6 142251847 142259632 - -ENSG00000112414.14 ADGRG6 chr6 142301854 142446266 + -ENSG00000236366.1 RP11-440G9.1 chr6 142526455 142637889 - -ENSG00000233138.1 RP1-67K17.3 chr6 142748443 142753759 + -ENSG00000010818.8 HIVEP2 chr6 142751467 142945201 - -ENSG00000237851.1 RP1-67K17.4 chr6 142788123 142794086 + -ENSG00000224460.1 RP11-439L18.2 chr6 142946047 142956698 - -ENSG00000232618.1 RP11-439L18.1 chr6 142950211 142956646 + -ENSG00000229017.6 LINC01277 chr6 142966421 143038077 - -ENSG00000227192.1 RP1-45I4.3 chr6 143039425 143042324 - -ENSG00000146416.16 AIG1 chr6 143060496 143340304 + -ENSG00000225752.1 RP1-45I4.2 chr6 143094034 143099645 - -ENSG00000217495.2 RP1-95L4.2 chr6 143298770 143299554 - -ENSG00000216642.1 RP1-95L4.3 chr6 143327275 143327655 + -ENSG00000217648.1 RP1-95L4.4 chr6 143342246 143343383 + -ENSG00000270655.1 RP1-20N2.7 chr6 143386581 143387409 + -ENSG00000189007.15 ADAT2 chr6 143422832 143450673 - -ENSG00000218896.1 TUBB8P2 chr6 143436216 143436710 + -ENSG00000278392.1 AL031320.1 chr6 143449603 143449668 - -ENSG00000223203.1 RNA5SP221 chr6 143449809 143449911 + -ENSG00000034693.14 PEX3 chr6 143450807 143490010 + -ENSG00000278206.1 RP1-20N2.8 chr6 143484979 143507327 + -ENSG00000229036.7 VDAC1P8 chr6 143490424 143506406 + -ENSG00000001036.13 FUCA2 chr6 143494811 143511690 - -ENSG00000112419.14 PHACTR2 chr6 143536845 143831185 + -ENSG00000235740.1 RP11-436I24.1 chr6 143554325 143562031 - -ENSG00000257065.1 RP3-468K18.5 chr6 143807092 143844617 + -ENSG00000135521.8 LTV1 chr6 143843344 143863812 + -ENSG00000280148.1 RP3-468K18.7 chr6 143857318 143938471 + -ENSG00000270890.1 RP3-468K18.6 chr6 143858062 143858689 - -ENSG00000118491.9 ZC2HC1B chr6 143864436 143938356 + -ENSG00000118495.18 PLAGL1 chr6 143940300 144064599 - -ENSG00000276680.1 HYMAI chr6 144007227 144007464 + -ENSG00000217231.2 RP3-340H11.2 chr6 144036618 144037704 + -ENSG00000169976.6 SF3B5 chr6 144094881 144095573 - -ENSG00000219297.1 MRPL42P3 chr6 144136450 144136775 + -ENSG00000135604.9 STX11 chr6 144150526 144188370 + -ENSG00000217027.1 TPT1P4 chr6 144200447 144200965 - -ENSG00000216475.1 RP1-91J24.1 chr6 144257034 144257624 - -ENSG00000152818.18 UTRN chr6 144285701 144853034 + -ENSG00000225311.1 RP1-91J24.3 chr6 144311699 144333301 - -ENSG00000219409.2 RP11-106E7.1 chr6 144397959 144398752 + -ENSG00000217195.1 RP11-277I20.2 chr6 144706733 144707047 - -ENSG00000220739.2 RP11-277I20.3 chr6 144708106 144708497 - -ENSG00000221796.1 AL356739.1 chr6 145348758 145348849 + -ENSG00000201119.1 RNU1-33P chr6 145463238 145463399 - -ENSG00000217612.2 RP1-28C20.1 chr6 145489630 145492092 - -ENSG00000112425.13 EPM2A chr6 145501583 145736024 - -ENSG00000270638.1 RP3-466P17.1 chr6 145735570 145737218 + -ENSG00000270828.1 RP3-466P17.2 chr6 145736911 145737173 - -ENSG00000280184.1 AL023806.1 chr6 145789760 145791832 - -ENSG00000118496.4 FBXO30 chr6 145793502 145814753 - -ENSG00000235652.7 RP11-545I5.3 chr6 145799409 145886585 + -ENSG00000146414.15 SHPRH chr6 145864245 145964423 - -ENSG00000152822.13 GRM1 chr6 146027646 146437598 + -ENSG00000187103.3 FUNDC2P3 chr6 146171315 146171847 + -ENSG00000222971.1 RNA5SP222 chr6 146340420 146340524 + -ENSG00000216811.2 RP1-69B13.2 chr6 146364931 146365494 - -ENSG00000118508.4 RAB32 chr6 146543693 146554965 + -ENSG00000237468.2 RP11-715G15.1 chr6 146594516 146598931 - -ENSG00000118492.16 ADGB chr6 146598965 146815462 + -ENSG00000273719.1 RP11-715G15.2 chr6 146638844 146639261 - -ENSG00000228283.3 KATNBL1P6 chr6 146802359 146803824 - -ENSG00000233452.6 STXBP5-AS1 chr6 146841901 147204614 - -ENSG00000227748.1 RP11-497D6.3 chr6 146859181 146863081 + -ENSG00000272397.1 RP11-497D6.5 chr6 146948528 146951159 - -ENSG00000196634.3 RP3-337D23.3 chr6 147158925 147180992 + -ENSG00000164506.14 STXBP5 chr6 147204425 147390476 + -ENSG00000273997.1 RP11-361F15.5 chr6 147406531 147406824 + -ENSG00000220494.4 YAP1P1 chr6 147406889 147408281 + -ENSG00000203727.3 SAMD5 chr6 147508927 147737547 + -ENSG00000227681.5 RP11-307P5.1 chr6 147660703 147953937 + -ENSG00000226249.1 RP11-307P5.2 chr6 147741434 147743324 - -ENSG00000234675.1 RP11-242F11.2 chr6 148017422 148020974 - -ENSG00000230205.1 RP11-631F7.2 chr6 148133809 148137404 - -ENSG00000224658.1 RP11-631F7.1 chr6 148237585 148283408 - -ENSG00000111961.16 SASH1 chr6 148272304 148552050 + -ENSG00000207345.1 RNU6-1222P chr6 148278672 148278778 + -ENSG00000215223.3 CYP51A1P3 chr6 148478693 148480763 + -ENSG00000223322.2 AL033378.1 chr6 148524153 148524240 - -ENSG00000217824.1 SNRPEP6 chr6 148567378 148567654 - -ENSG00000231368.1 RP11-461H3.2 chr6 148647707 148648597 - -ENSG00000111962.7 UST chr6 148747328 149076990 + -ENSG00000227660.1 RP11-162J8.2 chr6 148955628 148964684 - -ENSG00000236591.1 RP11-162J8.3 chr6 149027700 149032573 - -ENSG00000219487.2 RP11-365H23.1 chr6 149112009 149112672 - -ENSG00000263481.1 AL603766.1 chr6 149176707 149176794 - -ENSG00000228408.5 RP1-111D6.3 chr6 149217926 149244072 + -ENSG00000055208.17 TAB2 chr6 149218641 149411613 + -ENSG00000225924.1 RP1-111D6.2 chr6 149243299 149244001 - -ENSG00000241391.3 RN7SL234P chr6 149291352 149291646 + -ENSG00000216265.1 FABP12P1 chr6 149304107 149304428 - -ENSG00000177688.6 SUMO4 chr6 149400227 149401292 + -ENSG00000178199.13 ZC3H12D chr6 149446795 149485061 - -ENSG00000219553.2 RP1-281H8.3 chr6 149491567 149492289 - -ENSG00000131013.3 PPIL4 chr6 149504733 149546038 - -ENSG00000252244.1 RNU7-3P chr6 149516956 149517017 + -ENSG00000235168.1 RP1-12G14.5 chr6 149561152 149563949 + -ENSG00000055211.12 GINM1 chr6 149566294 149591748 + -ENSG00000281021.1 RP1-12G14.9 chr6 149576089 149590864 - -ENSG00000233330.1 RP1-12G14.7 chr6 149591755 149592663 - -ENSG00000220848.4 RPS18P9 chr6 149594084 149594543 + -ENSG00000202343.1 SNORA2 chr6 149594625 149594759 + -ENSG00000186625.13 KATNA1 chr6 149594873 149648972 - -ENSG00000207292.1 Y_RNA chr6 149631437 149631549 + -ENSG00000131023.12 LATS1 chr6 149658153 149718256 - -ENSG00000278899.1 AL358852.1 chr6 149717621 149718888 + -ENSG00000120253.13 NUP43 chr6 149724315 149749665 - -ENSG00000120265.16 PCMT1 chr6 149749443 149811420 + -ENSG00000219433.2 BTBD10P2 chr6 149794763 149795746 + -ENSG00000231760.4 RP11-350J20.5 chr6 149796151 149826294 - -ENSG00000120256.9 LRP11 chr6 149818798 149864026 - -ENSG00000273132.1 RP11-350J20.12 chr6 149852462 149853192 + -ENSG00000268592.3 RAET1E-AS1 chr6 149863494 149919507 + -ENSG00000217733.2 CCT7P1 chr6 149879962 149881572 + -ENSG00000164520.11 RAET1E chr6 149883375 149898102 - -ENSG00000223701.3 RAET1E-AS1 chr6 149884431 149919508 + -ENSG00000216906.2 RP11-350J20.9 chr6 149904243 149906418 + -ENSG00000203722.7 RAET1G chr6 149916878 149923121 - -ENSG00000216621.8 RP11-244K5.6 chr6 149934527 149936782 + -ENSG00000131015.4 ULBP2 chr6 149942000 149949235 + -ENSG00000215094.3 RP11-244K5.7 chr6 149951833 149952239 + -ENSG00000111981.4 ULBP1 chr6 149964007 149973710 + -ENSG00000219298.1 RP11-472G23.3 chr6 149977471 149979105 + -ENSG00000231120.3 BTF3P10 chr6 149977922 149978416 + -ENSG00000218358.2 RAET1K chr6 149998019 150005157 - -ENSG00000155918.7 RAET1L chr6 150018334 150025532 - -ENSG00000216444.1 RAET1M chr6 150032769 150033566 + -ENSG00000235972.1 RP11-472G23.10 chr6 150040547 150042033 - -ENSG00000213091.2 PHBP1 chr6 150042546 150043353 + -ENSG00000131019.10 ULBP3 chr6 150063150 150069095 - -ENSG00000198729.4 PPP1R14C chr6 150143076 150250357 + -ENSG00000238594.1 snoU13 chr6 150164584 150164686 + -ENSG00000201628.1 RNU4-7P chr6 150326623 150326763 - -ENSG00000009765.14 IYD chr6 150368892 150405969 + -ENSG00000220598.1 SSR1P1 chr6 150384307 150385120 - -ENSG00000219622.1 RP11-291C6.1 chr6 150504811 150510300 - -ENSG00000120278.14 PLEKHG1 chr6 150599863 150843665 + -ENSG00000232891.1 RP11-136K14.1 chr6 150600834 150605850 + -ENSG00000224029.1 RP11-136K14.2 chr6 150624677 150626086 + -ENSG00000226599.1 RP11-136K14.3 chr6 150650772 150652025 - -ENSG00000213089.4 PDCL3P5 chr6 150827663 150828384 + -ENSG00000120254.15 MTHFD1L chr6 150865549 151101887 + -ENSG00000218996.1 RP1-99E18.2 chr6 150934968 150935566 + -ENSG00000202119.1 RNU6-302P chr6 150939222 150939328 + -ENSG00000221469.1 AL133260.1 chr6 151039916 151039971 - -ENSG00000232290.1 RP1-292B18.3 chr6 151054897 151056057 - -ENSG00000223598.1 RP1-292B18.4 chr6 151088103 151228447 - -ENSG00000219747.1 RP1-292B18.1 chr6 151099529 151099933 + -ENSG00000231883.1 RP1-297M16.2 chr6 151196681 151197638 - -ENSG00000238616.1 RNU6-300P chr6 151201341 151201444 + -ENSG00000213087.3 RP11-613F7.1 chr6 151225550 151225947 - -ENSG00000131016.16 AKAP12 chr6 151239999 151358557 + -ENSG00000252431.1 RNU6-1247P chr6 151280515 151280612 - -ENSG00000252487.1 RNY4P20 chr6 151298841 151298933 - -ENSG00000223039.1 RN7SKP268 chr6 151319635 151319950 + -ENSG00000181472.4 ZBTB2 chr6 151364117 151391548 - -ENSG00000252615.1 Y_RNA chr6 151378000 151378099 - -ENSG00000155906.16 RMND1 chr6 151404763 151452181 - -ENSG00000219395.2 HSPA8P15 chr6 151411259 151413945 - -ENSG00000146476.10 ARMT1 chr6 151452258 151470101 + -ENSG00000120262.9 CCDC170 chr6 151494030 151621193 + -ENSG00000207422.1 RNU6-813P chr6 151615773 151615879 - -ENSG00000091831.21 ESR1 chr6 151656691 152129619 + -ENSG00000233823.1 RP3-443C4.2 chr6 151813276 151814179 - -ENSG00000131018.22 SYNE1 chr6 152121684 152637801 - -ENSG00000234577.1 SYNE1-AS1 chr6 152380546 152381564 + -ENSG00000226193.1 RP3-398G3.5 chr6 152402398 152404966 + -ENSG00000202044.1 RNA5SP223 chr6 152410275 152410394 + -ENSG00000233464.2 NANOGP11 chr6 152545930 152546984 + -ENSG00000120279.6 MYCT1 chr6 152697895 152724567 + -ENSG00000218792.2 HSPD1P16 chr6 152705735 152706128 + -ENSG00000146469.12 VIP chr6 152750798 152759765 + -ENSG00000224893.5 RP1-200K18.1 chr6 152794496 152831913 - -ENSG00000266595.1 AL133269.1 chr6 152856666 152856744 - -ENSG00000217372.2 TUBB4BP7 chr6 152898047 152899280 + -ENSG00000220745.2 RP1-101K10.4 chr6 152959359 152959605 - -ENSG00000112029.9 FBXO5 chr6 152970519 152983579 - -ENSG00000227627.1 RP1-101K10.6 chr6 152983750 152989223 + -ENSG00000112031.15 MTRF1L chr6 152987362 153002685 - -ENSG00000091844.7 RGS17 chr6 153004459 153131249 - -ENSG00000212101.1 AL080276.1 chr6 153052462 153052544 + -ENSG00000201939.1 RNA5SP224 chr6 153159220 153159345 - -ENSG00000281411.1 AL121967.1 chr6 153223991 153224124 - -ENSG00000213121.2 RP11-306O13.1 chr6 153231320 153347488 + -ENSG00000218426.5 RP11-475C16.1 chr6 153282287 153282733 - -ENSG00000237312.1 RP11-475C16.2 chr6 153304595 153308982 - -ENSG00000264321.1 AL358134.1 chr6 153344113 153344215 + -ENSG00000281329.1 AL358134.2 chr6 153419021 153419090 - -ENSG00000222806.1 RNA5SP225 chr6 153420438 153420572 + -ENSG00000217160.2 RP11-331O9.1 chr6 153665707 153666390 + -ENSG00000242246.2 RP11-331O9.2 chr6 153666466 153666666 + -ENSG00000218776.4 RP11-331O9.3 chr6 153666627 153667318 + -ENSG00000217044.1 RP11-331O9.4 chr6 153667318 153668106 + -ENSG00000220733.1 RP11-331O9.5 chr6 153668177 153668362 + -ENSG00000220514.1 RP11-331O9.6 chr6 153668589 153668858 + -ENSG00000216713.1 MTND4P13 chr6 153668879 153669901 + -ENSG00000199246.1 RNU6-896P chr6 153681447 153681553 + -ENSG00000217085.2 HMGB3P19 chr6 153938433 153938992 - -ENSG00000112038.17 OPRM1 chr6 154010496 154246867 + -ENSG00000074706.13 IPCEF1 chr6 154154496 154356792 - -ENSG00000153721.17 CNKSR3 chr6 154159828 154510659 - -ENSG00000237593.1 RP11-317B3.2 chr6 154216931 154217489 + -ENSG00000277810.1 AL357075.1 chr6 154503980 154504072 + -ENSG00000275419.1 RP11-486M3.3 chr6 154542552 154542740 + -ENSG00000220181.1 RP11-486M3.2 chr6 154549517 154550242 + -ENSG00000219146.1 RPS4XP8 chr6 154576309 154577079 + -ENSG00000231316.1 RP11-134L4.2 chr6 154605616 154605954 - -ENSG00000205625.2 RP11-15G8.1 chr6 154706643 154707795 + -ENSG00000213079.9 SCAF8 chr6 154733325 154834244 + -ENSG00000200594.1 RNU6-824P chr6 154825176 154825279 - -ENSG00000146426.17 TIAM2 chr6 154832697 155257723 + -ENSG00000218757.1 RP3-472M2.2 chr6 154845074 154845620 - -ENSG00000264814.1 MIR1273C chr6 154853360 154853436 + -ENSG00000223286.1 AL121952.1 chr6 154881282 154881370 + -ENSG00000238963.2 U8 chr6 154905076 154905206 - -ENSG00000274451.1 RP1-66H9.1 chr6 155004835 155005318 - -ENSG00000235381.1 RP11-477D19.2 chr6 155253139 155256724 - -ENSG00000029639.10 TFB1M chr6 155257509 155314493 - -ENSG00000171217.5 CLDN20 chr6 155264013 155276548 + -ENSG00000232529.1 RP1-257I9.2 chr6 155380511 155381183 - -ENSG00000074771.3 NOX3 chr6 155395370 155455903 - -ENSG00000238789.1 RNU7-152P chr6 155654963 155655026 - -ENSG00000221456.1 MIR1202 chr6 155946797 155946879 + -ENSG00000212295.1 SNORD28 chr6 156378750 156378824 + -ENSG00000227360.1 RP11-518I13.1 chr6 156493226 156499771 - -ENSG00000220347.1 RP11-230C9.1 chr6 156662050 156662437 + -ENSG00000271265.1 RP11-230C9.4 chr6 156774217 156774662 - -ENSG00000271551.2 RP11-230C9.2 chr6 156776360 156778422 - -ENSG00000049618.21 ARID1B chr6 156777374 157210779 + -ENSG00000271899.1 MIR4466 chr6 156779678 156779731 - -ENSG00000270487.1 RP11-230C9.3 chr6 156780327 156780455 - -ENSG00000218596.2 RP11-2J18.1 chr6 156976294 156977072 + -ENSG00000233044.1 RP1-137K2.2 chr6 157107727 157119706 - -ENSG00000215712.10 TMEM242 chr6 157289386 157323601 - -ENSG00000217783.2 LDHAL6FP chr6 157299045 157300126 - -ENSG00000271040.1 RP5-933K21.3 chr6 157323964 157324477 + -ENSG00000213078.3 RP5-933K21.2 chr6 157365990 157366923 - -ENSG00000218631.1 RP3-395C13.1 chr6 157372556 157373171 - -ENSG00000175048.16 ZDHHC14 chr6 157381133 157678146 + -ENSG00000266617.1 MIR3692 chr6 157529132 157529200 + -ENSG00000130340.14 SNX9 chr6 157700387 157945077 + -ENSG00000234361.1 RP11-52J3.3 chr6 157829143 157830573 - -ENSG00000229502.5 RP11-52J3.2 chr6 157872571 157875210 - -ENSG00000236324.1 RP3-403L10.3 chr6 157885114 157892786 - -ENSG00000220867.1 HSPE1P26 chr6 157924402 157924676 + -ENSG00000252658.1 RNU6-786P chr6 157934168 157934257 + -ENSG00000078269.13 SYNJ2 chr6 157981887 158099176 + -ENSG00000233496.1 SYNJ2-IT1 chr6 158001107 158002383 + -ENSG00000122335.13 SERAC1 chr6 158109515 158168270 - -ENSG00000272047.1 GTF2H5 chr6 158168352 158199344 + -ENSG00000130338.12 TULP4 chr6 158232236 158511828 + -ENSG00000188451.8 SRP72P2 chr6 158237336 158242797 - -ENSG00000274023.1 RP11-732M18.4 chr6 158282841 158428379 + -ENSG00000238019.1 RP11-732M18.2 chr6 158397885 158398561 - -ENSG00000243373.3 RN7SL173P chr6 158437797 158438088 + -ENSG00000219188.1 CACYBPP3 chr6 158515605 158516229 - -ENSG00000146433.8 TMEM181 chr6 158536436 158635428 + -ENSG00000218226.1 TATDN2P2 chr6 158609706 158621636 - -ENSG00000278571.1 MIR7161 chr6 158609707 158609790 + -ENSG00000146425.10 DYNLT1 chr6 158636474 158644739 - -ENSG00000164674.15 SYTL3 chr6 158650014 158764876 + -ENSG00000219249.2 AMZ2P2 chr6 158725747 158726803 - -ENSG00000265558.1 MIR3918 chr6 158764661 158764753 - -ENSG00000092820.17 EZR chr6 158765741 158819412 - -ENSG00000233893.1 EZR-AS1 chr6 158818011 158820593 + -ENSG00000277772.1 AL589931.1 chr6 158839528 158839618 - -ENSG00000243775.2 OSTCP1 chr6 158841117 158857632 - -ENSG00000203711.11 C6orf99 chr6 158869939 158910353 + -ENSG00000213076.3 yR211F11.2 chr6 158921271 158922150 - -ENSG00000223191.1 RNU6-293P chr6 158926466 158926571 - -ENSG00000130363.11 RSPH3 chr6 158972871 159000187 - -ENSG00000271913.5 RP1-111C20.4 chr6 158988178 159064925 + -ENSG00000164691.16 TAGAP chr6 159034468 159045152 - -ENSG00000226032.1 RP1-111C20.3 chr6 159064728 159065273 - -ENSG00000224478.1 RP11-13P5.1 chr6 159107791 159116053 + -ENSG00000233682.3 RP11-13P5.2 chr6 159165899 159170007 - -ENSG00000164694.16 FNDC1 chr6 159169397 159272109 + -ENSG00000235086.1 FNDC1-IT1 chr6 159240786 159243329 + -ENSG00000231178.1 RP11-125D12.1 chr6 159353922 159354673 - -ENSG00000234777.1 RP11-125D12.2 chr6 159383531 159396443 + -ENSG00000216480.2 RP3-393E18.1 chr6 159526062 159526527 - -ENSG00000276413.1 RP3-393E18.3 chr6 159555964 159556174 + -ENSG00000237927.1 RP3-393E18.2 chr6 159586955 159589169 - -ENSG00000112096.16 SOD2 chr6 159669057 159762529 - -ENSG00000220305.1 HNRNPH1P1 chr6 159712801 159713985 - -ENSG00000251988.1 RNU4ATAC18P chr6 159720415 159720540 - -ENSG00000146457.14 WTAP chr6 159725585 159756319 + -ENSG00000120437.8 ACAT2 chr6 159760328 159779055 + -ENSG00000120438.11 TCP1 chr6 159778498 159789749 - -ENSG00000207392.1 SNORA20 chr6 159780250 159780381 - -ENSG00000206910.1 SNORA29 chr6 159785594 159785733 - -ENSG00000112110.9 MRPL18 chr6 159789812 159798436 + -ENSG00000146453.12 PNLDC1 chr6 159800249 159820704 + -ENSG00000236823.1 RP1-249F5.3 chr6 159899186 159902510 + -ENSG00000130368.5 MAS1 chr6 159906690 159916530 + -ENSG00000197081.12 IGF2R chr6 159969099 160113507 + -ENSG00000268257.2 AIRN chr6 160003291 160007664 - -ENSG00000213073.4 RP11-288H12.3 chr6 160093082 160096212 + -ENSG00000175003.12 SLC22A1 chr6 160121789 160158718 + -ENSG00000216516.1 RP11-317M22.1 chr6 160163539 160163755 - -ENSG00000112499.12 SLC22A2 chr6 160171061 160277638 - -ENSG00000230234.1 RP1-276N6.2 chr6 160272617 160276130 + -ENSG00000146477.5 SLC22A3 chr6 160348268 160452581 + -ENSG00000213071.10 LPAL2 chr6 160453428 160511124 - -ENSG00000198670.11 LPA chr6 160531483 160664259 - -ENSG00000243831.1 RP1-81D8.4 chr6 160666228 160676523 - -ENSG00000224477.5 RP1-81D8.3 chr6 160698288 160700632 + -ENSG00000122194.18 PLG chr6 160702238 160753315 + -ENSG00000276960.1 RP1-81D8.5 chr6 160755398 160757518 - -ENSG00000274903.1 RP1-81D8.6 chr6 160773988 160783214 + -ENSG00000224371.5 RP11-235G24.1 chr6 160872888 160918649 - -ENSG00000220913.1 RP11-235G24.2 chr6 160905770 160913638 + -ENSG00000233342.1 RP11-235G24.3 chr6 160926369 160927162 + -ENSG00000231863.1 RP3-428L16.1 chr6 160931080 160969771 + -ENSG00000272841.1 RP3-428L16.2 chr6 160990318 160992342 - -ENSG00000085511.19 MAP3K4 chr6 160991727 161117385 + -ENSG00000026652.13 AGPAT4 chr6 161129979 161274061 - -ENSG00000279355.1 AGPAT4-IT1 chr6 161160105 161161982 - -ENSG00000185345.18 PARK2 chr6 161347420 162727771 - -ENSG00000221021.1 AL035697.1 chr6 161615066 161615159 + -ENSG00000280685.1 AP000887.1 chr6 162500242 162500335 - -ENSG00000227913.1 KRT8P44 chr6 162568379 162569728 + -ENSG00000112530.11 PACRG chr6 162727132 163315492 + -ENSG00000217557.1 RP11-157L10.1 chr6 162957258 162957548 - -ENSG00000225437.5 RP1-257A15.1 chr6 163042557 163054161 - -ENSG00000225683.5 RP1-301L19.1 chr6 163165414 163192002 - -ENSG00000281692.1 PACRG-AS1 chr6 163309985 163324530 - -ENSG00000217514.1 RP3-495O10.1 chr6 163363210 163363463 + -ENSG00000270419.1 CAHM chr6 163413065 163413960 - -ENSG00000112531.16 QKI chr6 163414000 163578596 + -ENSG00000228692.2 RP5-826L7.1 chr6 163586583 163588165 - -ENSG00000235538.1 RP1-230L10.1 chr6 163703904 163759841 + -ENSG00000266128.2 RN7SL366P chr6 163840561 163840852 + -ENSG00000260422.1 RP1-155D22.2 chr6 164084023 164085661 - -ENSG00000230627.1 RP1-155D22.1 chr6 164108620 164109694 - -ENSG00000226739.1 RP11-347L18.1 chr6 164346489 164348644 - -ENSG00000278612.1 AL513023.1 chr6 164539114 164539220 - -ENSG00000227455.2 RP11-300M24.1 chr6 164827750 164831630 + -ENSG00000217878.2 RP11-534P19.1 chr6 165117195 165117524 - -ENSG00000112539.14 C6orf118 chr6 165279664 165309607 - -ENSG00000112541.13 PDE10A chr6 165327287 165986603 - -ENSG00000199523.1 RNA5SP226 chr6 165409562 165409676 + -ENSG00000206681.1 RNU6-730P chr6 165718235 165718338 - -ENSG00000236627.1 RP11-252P19.1 chr6 165754189 165775780 + -ENSG00000223942.1 RP11-252P19.2 chr6 165773201 165775186 - -ENSG00000223414.2 LINC00473 chr6 165908802 165988048 - -ENSG00000281832.1 LINC00602 chr6 165987551 165989615 + -ENSG00000216624.2 GAPDHP72 chr6 166064291 166065300 + -ENSG00000231297.3 RP11-459F1.2 chr6 166099665 166113273 + -ENSG00000276643.1 SNORD45 chr6 166099853 166099924 + -ENSG00000164458.9 T chr6 166157656 166168700 - -ENSG00000201292.1 RNU6-153P chr6 166209403 166209506 + -ENSG00000280991.1 RP4-655C5.7 chr6 166229334 166229554 + -ENSG00000233365.2 RP4-655C5.4 chr6 166236969 166256947 + -ENSG00000213536.2 GNG5P1 chr6 166240290 166240493 - -ENSG00000280850.1 RP4-655C5.9 chr6 166275462 166277077 - -ENSG00000176381.5 PRR18 chr6 166305300 166308448 - -ENSG00000198818.9 SFT2D1 chr6 166319728 166342591 - -ENSG00000233231.1 HNRNPA1P49 chr6 166334568 166335471 + -ENSG00000060762.18 MPC1 chr6 166364919 166383013 - -ENSG00000261420.1 RP1-168L15.5 chr6 166383189 166384824 + -ENSG00000280057.1 RP1-168L15.6 chr6 166388136 166389920 + -ENSG00000071242.11 RPS6KA2 chr6 166409364 166906451 - -ENSG00000232082.1 RPS6KA2-IT1 chr6 166460663 166465383 - -ENSG00000222958.1 MIR1913 chr6 166509354 166509433 - -ENSG00000235272.1 FAM103A2P chr6 166586124 166586477 - -ENSG00000235008.1 RP3-497J21.1 chr6 166701094 166702839 - -ENSG00000249141.1 RP11-514O12.4 chr6 166858094 166956124 - -ENSG00000231654.1 RPS6KA2-AS1 chr6 166903698 166904835 + -ENSG00000026297.15 RNASET2 chr6 166929504 166957191 - -ENSG00000227598.1 RP1-167A14.2 chr6 166969626 166999065 - -ENSG00000265828.1 MIR3939 chr6 166997807 166997912 - -ENSG00000213066.11 FGFR1OP chr6 166999182 167052713 + -ENSG00000272980.3 RP11-517H2.6 chr6 166999405 167139141 + -ENSG00000112486.14 CCR6 chr6 167111807 167139696 + -ENSG00000166984.11 TCP10L2 chr6 167146414 167196913 + -ENSG00000120436.3 GPR31 chr6 167156271 167158329 - -ENSG00000216966.1 RP11-568A7.1 chr6 167208631 167208897 - -ENSG00000280707.2 RP11-568A7.4 chr6 167228300 167237511 + -ENSG00000231720.1 RP11-568A7.3 chr6 167237508 167240480 - -ENSG00000228648.1 RP11-568A7.2 chr6 167241891 167245916 + -ENSG00000112494.9 UNC93A chr6 167271169 167316019 + -ENSG00000120440.13 TTLL2 chr6 167325086 167359503 + -ENSG00000217447.1 RP3-366N23.4 chr6 167347472 167348053 + -ENSG00000203690.11 TCP10 chr6 167357031 167384510 - -ENSG00000272549.1 RP11-351J23.2 chr6 167666840 167679270 - -ENSG00000203688.4 RP11-351J23.1 chr6 167679626 167683787 - -ENSG00000213065.2 RP3-431P23.2 chr6 167767083 167768568 - -ENSG00000146521.9 LINC01558 chr6 167784537 167796859 - -ENSG00000269155.2 RP3-431P23.5 chr6 167795530 167798248 + -ENSG00000198221.8 MLLT4-AS1 chr6 167823876 167826709 - -ENSG00000130396.20 MLLT4 chr6 167826922 167972023 + -ENSG00000235994.4 RP3-470B24.5 chr6 167975924 167979776 - -ENSG00000229921.6 KIF25-AS1 chr6 167992822 167997077 - -ENSG00000125337.16 KIF25 chr6 167996241 168045089 + -ENSG00000153303.16 FRMD1 chr6 168055745 168081557 - -ENSG00000234768.1 RP11-503C24.1 chr6 168194358 168204501 + -ENSG00000237987.1 RP11-503C24.2 chr6 168225279 168226517 - -ENSG00000228361.2 RP11-503C24.3 chr6 168229732 168240715 + -ENSG00000234647.1 RP11-503C24.4 chr6 168242938 168262581 + -ENSG00000230711.2 CTAGE13P chr6 168286905 168289350 - -ENSG00000164488.11 DACT2 chr6 168292830 168319754 - -ENSG00000224417.2 RP11-503C24.6 chr6 168298069 168302114 - -ENSG00000260771.1 RP1-39J2.1 chr6 168374697 168375355 + -ENSG00000112562.18 SMOC2 chr6 168441151 168673445 + -ENSG00000235815.1 RP1-125N5.2 chr6 168716606 168723495 + -ENSG00000280665.1 RP11-35J6.1 chr6 168820423 168820656 + -ENSG00000225879.1 RP3-495K2.3 chr6 168962610 168964341 - -ENSG00000279810.1 RP3-495K2.4 chr6 169033381 169034050 + -ENSG00000229720.1 RP3-495K2.2 chr6 169034197 169035642 - -ENSG00000234519.1 RP3-495K2.1 chr6 169067818 169069424 + -ENSG00000223485.1 RP11-417E7.1 chr6 169158092 169162924 - -ENSG00000261039.2 RP11-417E7.2 chr6 169175304 169182740 - -ENSG00000226445.1 XXyac-YX65C7_A.2 chr6 169213254 169239565 + -ENSG00000186340.14 THBS2 chr6 169215780 169254044 - -ENSG00000233085.5 XXyac-YX65C7_A.3 chr6 169286534 169289216 - -ENSG00000224999.1 VTA1P1 chr6 169296471 169297959 - -ENSG00000226194.5 RP1-137D17.1 chr6 169369998 169388385 - -ENSG00000272848.1 RP1-137D17.2 chr6 169426420 169427069 - -ENSG00000184465.15 WDR27 chr6 169457212 169702048 - -ENSG00000265654.1 AL513547.1 chr6 169697248 169697333 + -ENSG00000185127.6 C6orf120 chr6 169702190 169704856 + -ENSG00000130024.14 PHF10 chr6 169703905 169725566 - -ENSG00000232640.1 RP1-266L20.2 chr6 169725091 169725854 - -ENSG00000227704.1 RP1-266L20.4 chr6 169725504 169738992 + -ENSG00000184786.5 TCTE3 chr6 169740114 169751587 - -ENSG00000130023.15 ERMARD chr6 169751622 169781584 + -ENSG00000266896.1 RP1-266L20.9 chr6 169770413 169772042 + -ENSG00000229214.1 LINC00242 chr6 169788790 169798825 - -ENSG00000231690.2 LINC00574 chr6 169790321 169802873 + -ENSG00000236173.1 RP1-182D15.2 chr6 169809318 169810102 - -ENSG00000232197.1 RP11-302L19.1 chr6 170162517 170163027 + -ENSG00000273100.1 RP11-302L19.3 chr6 170178681 170179660 + -ENSG00000218716.1 RPL12P23 chr6 170199769 170200258 + -ENSG00000230960.1 RP5-1086L22.1 chr6 170254334 170262569 - -ENSG00000271820.1 RP5-894D12.5 chr6 170266669 170276762 - -ENSG00000227508.6 FLJ38122 chr6 170272474 170279887 + -ENSG00000198719.8 DLL1 chr6 170282206 170306565 - -ENSG00000112584.13 FAM120B chr6 170290703 170407065 + -ENSG00000271234.1 RP5-894D12.4 chr6 170297876 170298375 - -ENSG00000266245.1 MIR4644 chr6 170330761 170330844 + -ENSG00000261003.1 RP1-140C12.2 chr6 170414139 170419325 + -ENSG00000008018.8 PSMB1 chr6 170535117 170553341 - -ENSG00000112592.12 TBP chr6 170554302 170572870 + -ENSG00000071994.10 PDCD2 chr6 170575295 170584692 - -ENSG00000217874.2 OR4F7P chr6 170639606 170640536 + -ENSG00000273640.1 WBP1LP8 chr6 170651012 170651338 - -ENSG00000234986.1 XX-C2158C12.1 chr6 170695313 170696950 + -ENSG00000213863.2 XX-C2158C12.2 chr6 170725197 170728488 + -ENSG00000230423.1 XX-C2158C6.1 chr6 170735751 170736545 + -ENSG00000225532.1 XX-C2158C6.3 chr6 170736173 170737777 - -ENSG00000219814.2 RPL23AP47 chr6 170745518 170745977 + -ENSG00000282572.1 RP11-482G13.1 chr7 19619 35489 - -ENSG00000273644.1 ABC7-481722F1.1 chr7 37032 37477 + -ENSG00000232325.4 AC093627.7 chr7 70972 95683 - -ENSG00000242611.1 AC093627.8 chr7 77038 80418 + -ENSG00000242474.2 AC093627.9 chr7 135853 149466 - -ENSG00000240859.1 AC093627.10 chr7 149597 155465 + -ENSG00000261795.1 RP11-90P13.1 chr7 161765 164972 - -ENSG00000239715.1 AC093627.11 chr7 174920 176013 + -ENSG00000240093.1 AC093627.12 chr7 182935 194180 - -ENSG00000177706.8 FAM20C chr7 192969 260745 + -ENSG00000249852.1 AC145676.2 chr7 227554 229557 - -ENSG00000248999.1 WI2-2373I1.1 chr7 290651 290821 + -ENSG00000248767.1 WI2-2373I1.2 chr7 291344 294422 + -ENSG00000249574.1 AC226118.1 chr7 379359 382712 + -ENSG00000234471.1 AC147651.1 chr7 484107 496118 - -ENSG00000197461.13 PDGFA chr7 497258 520296 - -ENSG00000223855.1 FLJ44511 chr7 520391 525232 + -ENSG00000188191.14 PRKAR1B chr7 549197 727650 - -ENSG00000252986.1 AC147651.2 chr7 550733 550813 + -ENSG00000229380.1 AC147651.5 chr7 561958 565619 + -ENSG00000237181.1 AC147651.4 chr7 603185 608482 + -ENSG00000164818.15 DNAAF5 chr7 726701 786475 + -ENSG00000164828.17 SUN1 chr7 816615 896435 + -ENSG00000239857.6 GET4 chr7 876552 896436 + -ENSG00000273151.1 RP11-449P15.2 chr7 879790 886547 - -ENSG00000105963.13 ADAP1 chr7 897901 955407 - -ENSG00000240230.5 COX19 chr7 898778 975599 - -ENSG00000073067.13 CYP2W1 chr7 983199 989640 + -ENSG00000146540.14 C7orf50 chr7 996986 1138260 - -ENSG00000199023.2 MIR339 chr7 1022935 1023045 - -ENSG00000225146.1 AC073957.15 chr7 1029025 1043891 + -ENSG00000164849.8 GPR146 chr7 1044576 1059261 + -ENSG00000257607.1 RP11-449P15.1 chr7 1055360 1059261 - -ENSG00000224079.1 AC091729.7 chr7 1074450 1078036 + -ENSG00000226291.1 AC091729.8 chr7 1080863 1082178 + -ENSG00000164850.14 GPER1 chr7 1082208 1093815 + -ENSG00000178381.11 ZFAND2A chr7 1152071 1160759 - -ENSG00000229043.2 AC091729.9 chr7 1160374 1165267 + -ENSG00000164853.8 UNCX chr7 1232907 1237318 + -ENSG00000233082.1 AC073094.4 chr7 1267353 1269267 + -ENSG00000164877.18 MICALL2 chr7 1428465 1459502 - -ENSG00000225981.1 AC102953.4 chr7 1459937 1464008 + -ENSG00000273230.1 RP11-1246C19.1 chr7 1464497 1467522 - -ENSG00000164880.15 INTS1 chr7 1470277 1504367 - -ENSG00000231927.1 AC102953.6 chr7 1508655 1509427 - -ENSG00000198517.9 MAFK chr7 1530714 1543043 + -ENSG00000164855.15 TMEM184A chr7 1542235 1560821 - -ENSG00000157778.8 PSMG3 chr7 1567330 1571005 - -ENSG00000230487.7 PSMG3-AS1 chr7 1570073 1589626 + -ENSG00000230444.1 TFAMP1 chr7 1614590 1615325 + -ENSG00000231476.1 AC074389.5 chr7 1620654 1621405 + -ENSG00000225968.7 ELFN1 chr7 1688119 1747954 + -ENSG00000234977.1 AC074389.7 chr7 1691906 1692450 - -ENSG00000205971.2 AC074389.6 chr7 1692810 1694325 - -ENSG00000236081.1 ELFN1-AS1 chr7 1738630 1742291 - -ENSG00000266391.1 AC074389.1 chr7 1780694 1780791 - -ENSG00000002822.15 MAD1L1 chr7 1815793 2233243 - -ENSG00000176349.11 AC110781.3 chr7 1838586 1849931 + -ENSG00000265089.1 MIR4655 chr7 1844180 1844253 - -ENSG00000122687.17 FTSJ2 chr7 2234231 2242198 - -ENSG00000106268.15 NUDT1 chr7 2242222 2251146 + -ENSG00000106266.8 SNX8 chr7 2251770 2354318 - -ENSG00000277102.1 MIR6836 chr7 2257515 2257577 - -ENSG00000271098.1 IMMP1LP3 chr7 2287915 2288428 + -ENSG00000106263.17 EIF3B chr7 2354086 2380745 + -ENSG00000230914.2 AC004840.8 chr7 2384121 2388597 + -ENSG00000271163.1 RP4-607J2.1 chr7 2393847 2394131 - -ENSG00000136213.9 CHST12 chr7 2403560 2448483 + -ENSG00000275572.1 GRIFIN chr7 2474844 2476894 - -ENSG00000106003.12 LFNG chr7 2512529 2529177 + -ENSG00000264357.1 MIR4648 chr7 2527074 2527145 + -ENSG00000106009.15 BRAT1 chr7 2537877 2555727 - -ENSG00000106012.17 IQCE chr7 2558972 2614734 + -ENSG00000136295.14 TTYH3 chr7 2631951 2664802 + -ENSG00000174945.13 AMZ1 chr7 2679522 2775500 + -ENSG00000146535.13 GNA12 chr7 2728112 2844324 - -ENSG00000231357.1 AC006028.11 chr7 2835621 2836022 + -ENSG00000198286.9 CARD11 chr7 2906141 3043945 - -ENSG00000237286.1 AC004906.3 chr7 2944035 2947091 + -ENSG00000201794.1 RN7SKP130 chr7 2999094 2999394 + -ENSG00000228334.1 AC024028.1 chr7 3083252 3086421 - -ENSG00000217455.8 AC091801.1 chr7 3140234 3174654 - -ENSG00000231892.1 AC073316.2 chr7 3196626 3198256 - -ENSG00000236708.1 AC073316.1 chr7 3264032 3302452 - -ENSG00000146555.18 SDK1 chr7 3301448 4269000 + -ENSG00000224593.1 RP11-30B1.1 chr7 3337889 3338601 + -ENSG00000211544.1 AC069286.1 chr7 3419067 3419149 + -ENSG00000236510.1 AC011284.3 chr7 3642815 3643784 - -ENSG00000274335.1 AC004984.1 chr7 3840518 3840590 - -ENSG00000261809.1 CYP3A54P chr7 4511959 4512033 - -ENSG00000164916.10 FOXK1 chr7 4682309 4771443 + -ENSG00000242802.6 AP5Z1 chr7 4775622 4794312 + -ENSG00000264474.1 MIR4656 chr7 4788565 4788639 - -ENSG00000157927.16 RADIL chr7 4797055 4883719 - -ENSG00000206895.1 Y_RNA chr7 4811188 4811289 - -ENSG00000218823.1 PAPOLB chr7 4857733 4861994 - -ENSG00000213935.3 AC092610.12 chr7 4865432 4865804 - -ENSG00000136297.14 MMD2 chr7 4905989 4959213 - -ENSG00000196204.11 RNF216P1 chr7 4973988 5040675 + -ENSG00000272968.5 RBAK-RBAKDN chr7 4983718 5073221 + -ENSG00000270822.1 RP11-730B22.1 chr7 5009164 5009328 - -ENSG00000275328.1 SPDYE19P chr7 5031608 5037831 - -ENSG00000146587.17 RBAK chr7 5045821 5069488 + -ENSG00000273313.1 RBAKDN chr7 5072125 5073223 + -ENSG00000272595.1 OR10AH1P chr7 5117169 5118087 + -ENSG00000159904.11 ZNF890P chr7 5121239 5144546 - -ENSG00000202039.1 RNU6-215P chr7 5180061 5180162 + -ENSG00000157954.14 WIPI2 chr7 5190188 5233826 + -ENSG00000164638.10 SLC29A4 chr7 5274369 5306870 + -ENSG00000263808.1 AC093376.1 chr7 5276336 5276415 + -ENSG00000182095.14 TNRC18 chr7 5306790 5425414 - -ENSG00000241269.1 AC093620.5 chr7 5419827 5420767 + -ENSG00000188365.3 AC092171.2 chr7 5419846 5423122 + -ENSG00000272953.1 RP11-1275H24.2 chr7 5425770 5426401 + -ENSG00000234432.4 RP11-1275H24.1 chr7 5426277 5428927 - -ENSG00000273084.1 RP11-1275H24.3 chr7 5428731 5429672 + -ENSG00000155034.18 FBXL18 chr7 5431335 5513798 - -ENSG00000230733.2 AC092171.4 chr7 5475804 5479811 + -ENSG00000207973.1 MIR589 chr7 5495819 5495917 - -ENSG00000075624.13 ACTB chr7 5527151 5563784 - -ENSG00000263900.1 AC006483.1 chr7 5528103 5528186 - -ENSG00000272719.1 CTB-161C1.1 chr7 5556731 5557245 + -ENSG00000228974.5 AC006483.5 chr7 5560743 5561055 + -ENSG00000075618.17 FSCN1 chr7 5592823 5606655 + -ENSG00000011275.18 RNF216 chr7 5620047 5781739 - -ENSG00000237738.1 RNF216-IT1 chr7 5662432 5680461 - -ENSG00000235944.7 ZNF815P chr7 5823160 5854435 + -ENSG00000277265.1 RN7SL556P chr7 5871753 5872050 - -ENSG00000122543.10 OCM chr7 5879827 5886362 + -ENSG00000122674.11 CCZ1 chr7 5898725 5926550 + -ENSG00000155026.16 RSPH10B chr7 5925550 5970683 - -ENSG00000122512.14 PMS2 chr7 5973239 6009125 - -ENSG00000201990.1 Y_RNA chr7 6004283 6004385 - -ENSG00000106305.9 AIMP2 chr7 6009245 6023834 + -ENSG00000207217.1 SNORA42 chr7 6016877 6017011 + -ENSG00000086232.12 EIF2AK1 chr7 6022244 6059230 - -ENSG00000157999.5 ANKRD61 chr7 6031376 6036386 + -ENSG00000240718.3 RN7SL851P chr7 6047721 6048023 - -ENSG00000252929.1 RNU6-218P chr7 6057500 6057604 + -ENSG00000231704.5 AC004895.4 chr7 6081103 6093085 + -ENSG00000106346.11 USP42 chr7 6104884 6161564 + -ENSG00000008256.15 CYTH3 chr7 6161776 6272644 - -ENSG00000278065.1 AC004895.1 chr7 6185275 6185360 - -ENSG00000202273.1 Y_RNA chr7 6212638 6212740 - -ENSG00000178397.12 FAM220A chr7 6329409 6348981 - -ENSG00000274319.1 RP11-425P5.1 chr7 6365441 6365770 + -ENSG00000136238.17 RAC1 chr7 6374523 6403977 + -ENSG00000164535.14 DAGLB chr7 6409126 6484190 - -ENSG00000136240.9 KDELR2 chr7 6445953 6484242 - -ENSG00000231359.3 AC072052.7 chr7 6490793 6491098 - -ENSG00000215045.8 GRID2IP chr7 6497462 6551436 - -ENSG00000136247.14 ZDHHC4 chr7 6577434 6589374 + -ENSG00000232581.1 AC079742.4 chr7 6578565 6588974 - -ENSG00000146576.12 C7orf26 chr7 6590017 6608726 + -ENSG00000236609.3 ZNF853 chr7 6615617 6624290 + -ENSG00000205903.6 ZNF316 chr7 6637322 6656432 + -ENSG00000228010.5 AC073343.13 chr7 6663974 6708901 + -ENSG00000198580.7 RP11-611L7.2 chr7 6673494 6676366 + -ENSG00000164631.18 ZNF12 chr7 6688433 6706923 - -ENSG00000265245.1 AC073343.1 chr7 6691977 6692059 + -ENSG00000187953.10 PMS2CL chr7 6710128 6753862 + -ENSG00000277327.1 SPDYE20P chr7 6715630 6720982 - -ENSG00000169402.15 RSPH10B2 chr7 6754109 6799365 + -ENSG00000146574.15 CCZ1B chr7 6794134 6826770 - -ENSG00000273252.1 OR7E39P chr7 6835420 6835794 - -ENSG00000155070.8 UNC93B2 chr7 6855485 6859830 - -ENSG00000205897.5 OR7E136P chr7 6866658 6867672 - -ENSG00000263457.1 AC079804.1 chr7 6878545 6878632 - -ENSG00000250561.2 OR7E59P chr7 6879627 6880626 - -ENSG00000243531.1 RP11-740N7.3 chr7 6900424 6900623 - -ENSG00000226943.3 ALG1L5P chr7 6923804 6930835 + -ENSG00000241539.1 RP11-740N7.4 chr7 6924078 6924513 - -ENSG00000242731.3 FAM86LP chr7 6931684 6939603 - -ENSG00000264679.1 AC092104.2 chr7 7066611 7066692 - -ENSG00000266287.1 MIR3683 chr7 7066964 7067045 - -ENSG00000263504.1 AC092104.1 chr7 7067367 7067449 - -ENSG00000265155.1 AC092104.3 chr7 7068044 7068126 - -ENSG00000266409.1 AC092104.5 chr7 7068187 7068269 - -ENSG00000266121.1 AC092104.4 chr7 7068823 7068904 - -ENSG00000239696.3 RP11-397J20.1 chr7 7078302 7079742 - -ENSG00000201218.1 Y_RNA chr7 7102573 7102681 - -ENSG00000106392.10 C1GALT1 chr7 7156934 7248651 + -ENSG00000244167.1 RP4-733B9.1 chr7 7177952 7178324 + -ENSG00000230825.1 AC005532.5 chr7 7255154 7277779 + -ENSG00000236712.1 AC079448.1 chr7 7293508 7293880 + -ENSG00000215018.9 COL28A1 chr7 7356203 7535853 - -ENSG00000272732.1 RP5-1159O4.2 chr7 7550104 7552440 - -ENSG00000272894.5 RP5-1159O4.1 chr7 7552462 7566996 - -ENSG00000164654.15 MIOS chr7 7566872 7608929 + -ENSG00000272745.1 RP5-1007H16.1 chr7 7619872 7620543 + -ENSG00000106399.11 RPA3 chr7 7636518 7718607 - -ENSG00000219545.9 UMAD1 chr7 7640711 8004059 + -ENSG00000270314.1 GS1-165B14.2 chr7 7735743 7736851 - -ENSG00000234718.6 AC007161.5 chr7 7738524 7742574 - -ENSG00000269721.1 RPL23AP51 chr7 7742091 7742535 - -ENSG00000201747.1 RNU6-534P chr7 7906519 7906624 + -ENSG00000214998.2 CCNB2P1 chr7 7909300 7910449 - -ENSG00000234141.1 AC009473.1 chr7 7949853 7950709 - -ENSG00000233108.1 AC006042.7 chr7 7958183 7969903 - -ENSG00000106415.12 GLCCI1 chr7 7968794 8094272 + -ENSG00000233264.2 AC006042.8 chr7 7980312 7982228 + -ENSG00000003147.17 ICA1 chr7 8113184 8262687 - -ENSG00000227719.1 AC006042.6 chr7 8114025 8116561 + -ENSG00000265212.2 AC007009.2 chr7 8154916 8155027 + -ENSG00000244239.1 AC007009.1 chr7 8262233 8262821 + -ENSG00000229970.3 AC007128.1 chr7 8262264 8344516 + -ENSG00000272328.1 RP4-594A5.1 chr7 8303741 8341343 + -ENSG00000122584.12 NXPH1 chr7 8433955 8752963 + -ENSG00000236748.1 AC009500.2 chr7 8938787 8939369 + -ENSG00000278254.4 RP4-668E10.4 chr7 9082557 9189857 - -ENSG00000271526.1 RP4-668E10.2 chr7 9084022 9084175 + -ENSG00000278446.1 RP4-668E10.3 chr7 9170948 9171273 - -ENSG00000264766.1 AC079756.1 chr7 9594617 9594723 - -ENSG00000233876.2 GAPDHP68 chr7 9614978 9615985 + -ENSG00000271077.1 AC096553.5 chr7 9634270 9635703 + -ENSG00000197320.5 AC060834.2 chr7 9726241 9728272 + -ENSG00000234710.1 AC060834.3 chr7 9737322 9769513 + -ENSG00000270611.1 GS1-69O6.1 chr7 9850924 9851386 + -ENSG00000235431.1 AC006373.1 chr7 9961024 9981817 + -ENSG00000212422.2 U3 chr7 10222797 10223011 + -ENSG00000229091.2 HSPA8P8 chr7 10451311 10452526 + -ENSG00000234356.1 AC009945.4 chr7 10476581 10476878 + -ENSG00000236414.1 AC004535.2 chr7 10702676 10707406 + -ENSG00000201774.1 Y_RNA chr7 10901978 10902074 + -ENSG00000189043.9 NDUFA4 chr7 10931951 10940256 - -ENSG00000271185.1 RP5-855F16.1 chr7 10940423 10940735 + -ENSG00000106443.14 PHF14 chr7 10973872 11169623 + -ENSG00000230370.1 RPL23AP52 chr7 11006399 11006876 - -ENSG00000230333.6 AC004538.3 chr7 11180902 11520175 + -ENSG00000226827.1 NPM1P11 chr7 11257681 11258535 - -ENSG00000005108.15 THSD7A chr7 11370357 11832198 - -ENSG00000230435.1 AC004160.4 chr7 11406955 11414078 + -ENSG00000235920.1 AC073109.2 chr7 11820317 11821294 - -ENSG00000106460.18 TMEM106B chr7 12211241 12243367 + -ENSG00000146530.11 VWDE chr7 12330885 12403941 - -ENSG00000274970.1 RP11-472F21.1 chr7 12439419 12440404 - -ENSG00000236048.2 AC013470.6 chr7 12471352 12472545 + -ENSG00000203523.3 TAS2R2P chr7 12491095 12492004 + -ENSG00000226690.6 AC005281.1 chr7 12496429 12541910 + -ENSG00000224667.1 AC013470.8 chr7 12506007 12507478 + -ENSG00000225606.1 AC005281.2 chr7 12570125 12571392 - -ENSG00000006747.14 SCIN chr7 12570577 12660179 + -ENSG00000229233.1 CTD-2320J21.2 chr7 12654179 12654985 + -ENSG00000271253.1 CTD-2320J21.1 chr7 12685637 12686033 + -ENSG00000122644.12 ARL4A chr7 12686856 12690934 + -ENSG00000199470.1 SNORA64 chr7 12700758 12700889 - -ENSG00000222974.1 RN7SKP228 chr7 12876684 12876946 + -ENSG00000230879.1 RBMX2P4 chr7 12922545 12922920 - -ENSG00000229618.1 AC011288.2 chr7 13101391 13704149 + -ENSG00000237713.1 AC006000.5 chr7 13339201 13365049 - -ENSG00000224330.1 AC005019.3 chr7 13854355 13859025 - -ENSG00000213875.3 AC005019.2 chr7 13871856 13872513 + -ENSG00000006468.13 ETV1 chr7 13891228 13991425 - -ENSG00000252374.1 Y_RNA chr7 14010669 14010763 - -ENSG00000223445.1 RPL6P21 chr7 14070535 14071380 - -ENSG00000136267.13 DGKB chr7 14145049 14974777 - -ENSG00000233167.1 EEF1A1P26 chr7 14190795 14192157 + -ENSG00000221428.1 AC006150.2 chr7 14775406 14775523 + -ENSG00000226323.1 AC006150.1 chr7 14814131 14816565 + -ENSG00000225816.1 GTF3AP5 chr7 14985378 14986074 - -ENSG00000227489.1 AC006458.3 chr7 15066207 15068651 + -ENSG00000187546.13 AGMO chr7 15200318 15562015 - -ENSG00000106511.5 MEOX2 chr7 15611212 15686812 - -ENSG00000237070.1 AC005550.3 chr7 15667947 15681980 + -ENSG00000229108.1 MEOX2-AS1 chr7 15688378 15695491 + -ENSG00000225974.1 AC005550.5 chr7 15689075 15690854 - -ENSG00000235828.5 RPL36AP26 chr7 15701435 15701752 - -ENSG00000229379.1 AC006041.1 chr7 15841297 15842360 - -ENSG00000214960.9 ISPD chr7 16087527 16421322 - -ENSG00000224683.1 RPL36AP29 chr7 16208945 16209265 + -ENSG00000229688.7 ISPD-AS1 chr7 16210488 16270604 + -ENSG00000171243.7 SOSTDC1 chr7 16461481 16530580 - -ENSG00000272537.1 GS1-166A23.1 chr7 16471184 16471373 + -ENSG00000205858.9 LRRC72 chr7 16526880 16581568 + -ENSG00000224280.1 AC005014.5 chr7 16583782 16586757 - -ENSG00000272361.2 GS1-166A23.2 chr7 16593626 16594224 - -ENSG00000106524.8 ANKMY2 chr7 16599776 16645817 - -ENSG00000136261.14 BZW2 chr7 16646131 16706523 + -ENSG00000235837.1 AC073333.8 chr7 16695871 16719898 - -ENSG00000106537.7 TSPAN13 chr7 16753535 16784536 + -ENSG00000280130.1 AC073333.1 chr7 16789242 16789622 + -ENSG00000106541.11 AGR2 chr7 16791811 16833433 - -ENSG00000270593.1 RP11-455J15.1 chr7 16849957 16850725 - -ENSG00000173467.8 AGR3 chr7 16859405 16881987 - -ENSG00000232400.1 RAD17P1 chr7 16864267 16866308 - -ENSG00000227965.1 AC098592.6 chr7 16888621 16888885 + -ENSG00000223867.1 AC098592.7 chr7 16938225 16938557 + -ENSG00000232841.1 BRWD1P3 chr7 17033089 17033478 - -ENSG00000278569.1 Metazoa_SRP chr7 17205652 17205928 + -ENSG00000237773.5 AC003075.4 chr7 17279834 17299357 - -ENSG00000106546.12 AHR chr7 17298622 17346152 + -ENSG00000199473.1 SNORA63 chr7 17373201 17373326 - -ENSG00000236318.1 AC019117.1 chr7 17374867 17466664 + -ENSG00000236039.1 AC019117.2 chr7 17434477 17460672 - -ENSG00000226598.1 AC017060.1 chr7 17463445 17558909 - -ENSG00000228675.1 AC006482.1 chr7 17679549 17680659 + -ENSG00000071189.21 SNX13 chr7 17790761 17940501 - -ENSG00000279048.1 RP11-511H23.2 chr7 17940503 17942922 + -ENSG00000236195.1 RNMTL1P2 chr7 17962079 17963029 + -ENSG00000280340.1 RP11-511H23.1 chr7 18000290 18000879 - -ENSG00000229937.5 PRPS1L1 chr7 18026774 18027863 - -ENSG00000048052.21 HDAC9 chr7 18086949 19002416 + -ENSG00000221393.1 MIR1302-6 chr7 18127220 18127309 - -ENSG00000223030.1 AC091697.1 chr7 18297339 18297436 + -ENSG00000225000.1 AC010082.2 chr7 18429062 18430738 - -ENSG00000222164.1 RN7SKP266 chr7 18807993 18808279 - -ENSG00000226522.1 AC004744.3 chr7 18892096 18899433 - -ENSG00000232492.1 NPM1P13 chr7 18948898 18949762 - -ENSG00000122691.12 TWIST1 chr7 19020991 19117672 - -ENSG00000232821.1 AC003986.6 chr7 19112474 19114271 + -ENSG00000236536.1 AC003986.7 chr7 19119933 19121916 + -ENSG00000229533.1 AC003986.5 chr7 19144293 19146253 + -ENSG00000146618.3 FERD3L chr7 19144782 19145421 - -ENSG00000223838.1 AC007091.1 chr7 19353534 19578606 + -ENSG00000105849.5 TWISTNB chr7 19695462 19709087 - -ENSG00000265932.1 MIR3146 chr7 19705358 19705436 - -ENSG00000173452.13 TMEM196 chr7 19719310 19773598 - -ENSG00000221576.2 AC004543.1 chr7 19719388 19719451 + -ENSG00000237921.2 AC004543.2 chr7 19813685 19818090 - -ENSG00000243004.5 AC005062.2 chr7 19918981 20140453 - -ENSG00000213860.4 RPL21P75 chr7 20002765 20003247 + -ENSG00000267055.1 RP11-486P11.1 chr7 20096137 20130475 + -ENSG00000183742.12 MACC1 chr7 20134655 20217404 - -ENSG00000228598.1 MACC1-AS1 chr7 20141916 20153531 + -ENSG00000233834.6 AC005083.1 chr7 20217577 20221700 + -ENSG00000226097.5 AC099342.1 chr7 20296708 20311712 + -ENSG00000271133.5 CTA-293F17.1 chr7 20328299 20331747 - -ENSG00000105855.9 ITGB8 chr7 20330702 20415754 + -ENSG00000200753.1 SNORD56 chr7 20377331 20377401 + -ENSG00000179460.5 EEF1A1P27 chr7 20582072 20583206 + -ENSG00000231525.1 AC002486.2 chr7 20588990 20590085 + -ENSG00000004846.16 ABCB5 chr7 20615207 20777038 + -ENSG00000223866.1 AC002486.3 chr7 20641558 20641948 - -ENSG00000164651.16 SP8 chr7 20782283 20786886 - -ENSG00000219451.3 AC005251.3 chr7 20827326 20827753 + -ENSG00000232790.2 LINC01162 chr7 20835431 21023148 + -ENSG00000234839.1 RPS26P30 chr7 20843627 20843961 + -ENSG00000243633.3 RN7SL542P chr7 21215537 21215830 - -ENSG00000225308.2 ASS1P11 chr7 21220213 21221428 - -ENSG00000195024.2 RNU1-15P chr7 21381363 21381506 + -ENSG00000229949.1 AC005094.2 chr7 21400920 21401613 - -ENSG00000266862.1 AC004595.1 chr7 21422269 21422368 - -ENSG00000105866.13 SP4 chr7 21428034 21514822 + -ENSG00000221783.1 MIR1183 chr7 21471058 21471146 + -ENSG00000105877.17 DNAH11 chr7 21543215 21901839 + -ENSG00000164649.19 CDCA7L chr7 21900900 21946084 - -ENSG00000136237.18 RAPGEF5 chr7 22118238 22357144 - -ENSG00000251993.1 RNA5SP227 chr7 22298594 22298706 + -ENSG00000263927.1 AC099759.1 chr7 22380004 22380101 + -ENSG00000105889.14 STEAP1B chr7 22419444 22632925 - -ENSG00000233476.3 EEF1A1P6 chr7 22510616 22511999 - -ENSG00000232759.1 AC002480.3 chr7 22563337 22573996 + -ENSG00000225541.1 AC002480.5 chr7 22571607 22661792 - -ENSG00000232949.1 AC002480.4 chr7 22589705 22591622 + -ENSG00000238033.1 AC002480.2 chr7 22649960 22665533 - -ENSG00000179428.2 AC073072.5 chr7 22725395 22727620 - -ENSG00000136244.11 IL6 chr7 22725884 22732002 + -ENSG00000228803.1 AC073072.6 chr7 22747675 22748804 - -ENSG00000234513.1 AC073072.7 chr7 22773646 22773993 - -ENSG00000281889.1 AC073072.1 chr7 22798447 22798979 + -ENSG00000196683.10 TOMM7 chr7 22812628 22822852 - -ENSG00000228649.8 AC005682.5 chr7 22854178 22861579 + -ENSG00000221740.1 SNORD93 chr7 22856613 22856686 + -ENSG00000226329.2 AC005682.6 chr7 22863874 22881350 - -ENSG00000226279.2 AC005682.7 chr7 22881893 22882390 + -ENSG00000122591.11 FAM126A chr7 22889371 23014130 - -ENSG00000230658.1 KLHL7-AS1 chr7 23101228 23105703 - -ENSG00000122550.17 KLHL7 chr7 23105758 23177914 + -ENSG00000230042.1 AK3P3 chr7 23129178 23129841 + -ENSG00000136243.16 NUPL2 chr7 23181827 23201011 + -ENSG00000226816.2 AC005082.12 chr7 23206013 23208045 + -ENSG00000136235.15 GPNMB chr7 23235967 23275108 + -ENSG00000280508.1 AC005082.1 chr7 23298419 23298506 + -ENSG00000156928.4 MALSU1 chr7 23298739 23311729 + -ENSG00000136231.13 IGF2BP3 chr7 23310209 23470467 - -ENSG00000232627.1 AC021876.4 chr7 23365618 23365976 + -ENSG00000212264.1 SNORD65 chr7 23396446 23396516 + -ENSG00000252590.1 RNU7-143P chr7 23450658 23450722 + -ENSG00000236654.2 AC079780.3 chr7 23480753 23480959 + -ENSG00000281884.1 Metazoa_SRP chr7 23489553 23489827 - -ENSG00000232818.2 RPS2P32 chr7 23490473 23491364 + -ENSG00000200847.1 Y_RNA chr7 23491792 23491893 - -ENSG00000164548.10 TRA2A chr7 23504780 23532041 - -ENSG00000224785.1 AC006026.9 chr7 23562459 23564261 - -ENSG00000232553.3 CLK2P1 chr7 23585062 23586355 - -ENSG00000169193.11 CCDC126 chr7 23597379 23644708 + -ENSG00000227436.1 FCF1P1 chr7 23619333 23622826 + -ENSG00000279448.1 FKSG54 chr7 23638162 23638536 - -ENSG00000228953.1 AC006026.12 chr7 23655682 23655861 + -ENSG00000223275.1 AC006026.1 chr7 23669277 23669354 - -ENSG00000188732.10 FAM221A chr7 23680130 23703249 + -ENSG00000234286.1 AC006026.13 chr7 23680195 23680786 - -ENSG00000196335.12 STK31 chr7 23710167 23832513 + -ENSG00000234800.2 PCMTD1P3 chr7 23721311 23721782 - -ENSG00000231328.1 TPT1P7 chr7 23811144 23811660 - -ENSG00000227930.1 AC009508.1 chr7 23891704 23897335 - -ENSG00000252041.1 RNA5SP228 chr7 24132705 24132837 + -ENSG00000228944.1 AC004485.3 chr7 24196662 24255719 - -ENSG00000122585.7 NPY chr7 24284163 24291865 + -ENSG00000281037.1 AC002530.1 chr7 24396702 24396769 - -ENSG00000206877.1 RNU6-1103P chr7 24537332 24537438 + -ENSG00000105926.15 MPP6 chr7 24573268 24694193 + -ENSG00000271096.1 SUMO2P14 chr7 24589115 24589407 - -ENSG00000271330.1 CTA-298G8.2 chr7 24674309 24674612 - -ENSG00000105928.13 DFNA5 chr7 24698353 24758113 - -ENSG00000070882.12 OSBPL3 chr7 24796539 24981634 - -ENSG00000238976.1 AC004016.1 chr7 24900812 24900905 + -ENSG00000234999.1 SNRPCP19 chr7 24906135 24906594 - -ENSG00000172115.8 CYCS chr7 25120091 25125361 - -ENSG00000153790.11 C7orf31 chr7 25134697 25180356 - -ENSG00000234406.1 AC004129.7 chr7 25185623 25188724 + -ENSG00000213798.3 AC004129.9 chr7 25212170 25212965 - -ENSG00000105954.2 NPVF chr7 25224570 25228486 - -ENSG00000202233.2 U3 chr7 25264656 25264882 + -ENSG00000234922.1 TSEN15P3 chr7 25265924 25266290 - -ENSG00000233824.1 AC003985.1 chr7 25321302 25326815 - -ENSG00000260951.1 RP5-978I12.1 chr7 25358240 25359908 - -ENSG00000227386.1 AC091705.1 chr7 25547762 25551062 - -ENSG00000222101.1 AC091705.2 chr7 25570668 25570758 + -ENSG00000223561.6 AC003090.1 chr7 25593351 25750994 - -ENSG00000239622.1 CTA-242H14.1 chr7 25689580 25689959 - -ENSG00000270933.1 CTD-2227E11.1 chr7 25948657 25949403 - -ENSG00000199085.2 MIR148A chr7 25949903 25950013 - -ENSG00000266430.1 AC004520.1 chr7 26060339 26060438 + -ENSG00000050344.8 NFE2L3 chr7 26152240 26187125 + -ENSG00000273237.1 CTB-119C2.1 chr7 26173533 26174945 - -ENSG00000122566.20 HNRNPA2B1 chr7 26189927 26201529 - -ENSG00000122565.18 CBX3 chr7 26201162 26213356 + -ENSG00000232383.1 AC010677.5 chr7 26276195 26276606 + -ENSG00000086300.15 SNX10 chr7 26291895 26374329 + -ENSG00000225792.1 AC004540.4 chr7 26372144 26376701 - -ENSG00000214870.8 AC004540.5 chr7 26398593 26494256 + -ENSG00000122548.5 KIAA0087 chr7 26533121 26538788 - -ENSG00000280255.1 RP5-1007F24.1 chr7 26538378 26541048 + -ENSG00000233760.1 AC004947.2 chr7 26551822 26557200 + -ENSG00000222004.7 C7orf71 chr7 26637871 26647305 + -ENSG00000005020.12 SKAP2 chr7 26667062 26995239 - -ENSG00000213787.3 RPL7AP38 chr7 26922110 26922912 + -ENSG00000226059.2 HMGB3P20 chr7 26982768 26983367 - -ENSG00000266055.1 AC004079.1 chr7 27022537 27022676 + -ENSG00000214869.5 TPM3P4 chr7 27023737 27024907 + -ENSG00000213786.3 NHP2P2 chr7 27048169 27048628 + -ENSG00000105991.7 HOXA1 chr7 27092993 27095996 - -ENSG00000233429.9 HOTAIRM1 chr7 27095647 27100265 + -ENSG00000276528.1 HOTAIRM1_1 chr7 27096124 27096248 + -ENSG00000276771.1 HOTAIRM1_2 chr7 27098900 27099114 + -ENSG00000274864.1 HOTAIRM1_3 chr7 27099778 27099836 + -ENSG00000274396.1 HOTAIRM1_4 chr7 27099856 27099957 + -ENSG00000277694.1 HOTAIRM1_5 chr7 27099967 27100111 + -ENSG00000105996.6 HOXA2 chr7 27100354 27102811 - -ENSG00000105997.22 HOXA3 chr7 27106184 27152581 - -ENSG00000253552.7 HOXA-AS2 chr7 27107777 27134302 + -ENSG00000197576.13 HOXA4 chr7 27128507 27130799 - -ENSG00000273433.1 RP1-170O19.22 chr7 27128969 27152561 - -ENSG00000254369.6 HOXA-AS3 chr7 27129977 27155928 + -ENSG00000106004.4 HOXA5 chr7 27141052 27143668 - -ENSG00000106006.6 HOXA6 chr7 27145396 27150603 - -ENSG00000272801.1 RP1-170O19.23 chr7 27147366 27152598 - -ENSG00000122592.7 HOXA7 chr7 27153716 27157936 - -ENSG00000270182.1 RP1-170O19.24 chr7 27158344 27158976 + -ENSG00000078399.15 HOXA9 chr7 27162435 27175180 - -ENSG00000257184.3 HOXA10-HOXA9 chr7 27163535 27180013 - -ENSG00000253187.2 HOXA10-AS chr7 27168619 27171915 + -ENSG00000207584.1 MIR196B chr7 27169480 27169564 - -ENSG00000253293.4 HOXA10 chr7 27170591 27180261 - -ENSG00000005073.5 HOXA11 chr7 27181510 27185223 - -ENSG00000240990.9 HOXA11-AS chr7 27184518 27189293 + -ENSG00000273961.1 HOXA11-AS1_1 chr7 27185433 27185530 + -ENSG00000278334.1 HOXA11-AS1_2 chr7 27185832 27186018 + -ENSG00000276496.1 HOXA11-AS1_3 chr7 27186166 27186263 + -ENSG00000253508.1 RP1-170O19.14 chr7 27186573 27193448 - -ENSG00000277966.1 HOXA11-AS1_4 chr7 27186892 27187124 + -ENSG00000278592.1 HOXA11-AS1_5 chr7 27187819 27188021 + -ENSG00000278020.1 HOXA11-AS1_6 chr7 27188816 27188994 + -ENSG00000106031.7 HOXA13 chr7 27193503 27200106 - -ENSG00000243766.7 HOTTIP chr7 27198575 27207259 + -ENSG00000276609.1 HOTTIP_1 chr7 27200465 27200521 + -ENSG00000278708.1 HOTTIP_2 chr7 27201844 27202219 + -ENSG00000277469.1 HOTTIP_3 chr7 27202302 27202638 + -ENSG00000277553.1 HOTTIP_4 chr7 27206139 27206303 + -ENSG00000253308.2 RP1-170O19.17 chr7 27239243 27241228 - -ENSG00000253405.1 EVX1-AS chr7 27241429 27247229 - -ENSG00000106038.12 EVX1 chr7 27242700 27250493 + -ENSG00000213783.4 RPL35P4 chr7 27269357 27269678 - -ENSG00000236569.3 HNRNPA1P73 chr7 27328607 27329534 - -ENSG00000224322.1 AC004009.3 chr7 27361843 27409938 + -ENSG00000279655.1 AC004009.1 chr7 27380562 27381206 + -ENSG00000279429.1 AC004009.2 chr7 27412164 27412891 + -ENSG00000233830.2 EIF4HP1 chr7 27458163 27458849 - -ENSG00000213781.3 PSMC1P2 chr7 27461766 27462969 + -ENSG00000235574.1 AC073150.6 chr7 27491682 27492765 - -ENSG00000106049.8 HIBADH chr7 27525442 27662995 - -ENSG00000229893.2 AC004549.6 chr7 27733064 27740395 - -ENSG00000106052.13 TAX1BP1 chr7 27739331 27844564 + -ENSG00000153814.11 JAZF1 chr7 27830573 28180743 - -ENSG00000206623.1 RNU6-979P chr7 28118113 28118219 - -ENSG00000234336.6 JAZF1-AS1 chr7 28180322 28243917 + -ENSG00000174495.12 AC005017.2 chr7 28279211 28279700 - -ENSG00000146592.16 CREB5 chr7 28299321 28825894 + -ENSG00000225286.1 AC005105.2 chr7 28615097 28615888 - -ENSG00000255690.2 TRIL chr7 28953358 28958292 - -ENSG00000228421.2 AC005013.5 chr7 28957667 28959345 + -ENSG00000272568.5 CTB-113D17.1 chr7 28979967 29013367 + -ENSG00000233517.1 AC005162.5 chr7 28987028 28988899 + -ENSG00000106066.13 CPVL chr7 28995231 29195451 - -ENSG00000229452.1 AC005162.4 chr7 29080284 29082527 + -ENSG00000223052.1 AC007096.1 chr7 29088188 29088311 - -ENSG00000106069.20 CHN2 chr7 29122274 29514328 + -ENSG00000235669.1 AC004593.3 chr7 29199540 29208970 - -ENSG00000237065.2 NANOGP4 chr7 29212302 29213214 + -ENSG00000223813.2 AC007255.8 chr7 29514225 29563670 - -ENSG00000270196.1 RP11-550A18.1 chr7 29551521 29552151 + -ENSG00000176532.3 PRR15 chr7 29563811 29567295 + -ENSG00000225264.3 ZNRF2P2 chr7 29598795 29685255 - -ENSG00000223437.1 TMSB4XP3 chr7 29625870 29625983 + -ENSG00000227855.3 DPY19L2P3 chr7 29650227 29742594 + -ENSG00000212024.2 MIR550A3 chr7 29680734 29680828 - -ENSG00000122574.10 WIPF3 chr7 29806486 29917066 + -ENSG00000238906.1 snoU13 chr7 29912528 29912632 + -ENSG00000136193.16 SCRN1 chr7 29920103 29990289 - -ENSG00000227014.5 AC007285.6 chr7 29988600 30025660 + -ENSG00000276574.1 AC007285.1 chr7 29993142 29993241 - -ENSG00000106080.10 FKBP14 chr7 30010587 30026684 - -ENSG00000106086.18 PLEKHA8 chr7 30027404 30130483 + -ENSG00000231519.1 AC007285.7 chr7 30069658 30075115 - -ENSG00000180354.15 MTURN chr7 30134810 30162762 + -ENSG00000230751.1 AC007036.4 chr7 30140870 30141417 + -ENSG00000251660.1 AC007036.5 chr7 30157531 30159534 + -ENSG00000225907.1 RPS27P16 chr7 30167804 30168004 + -ENSG00000227017.1 AC007036.6 chr7 30176387 30179014 - -ENSG00000180233.10 ZNRF2 chr7 30284307 30367692 + -ENSG00000207771.1 MIR550A1 chr7 30289794 30289890 + -ENSG00000281593.1 GS1-114I9.3 chr7 30362400 30412502 + -ENSG00000235859.5 AC006978.6 chr7 30371508 30372741 + -ENSG00000281404.1 LINC01176 chr7 30390885 30412375 + -ENSG00000106100.10 NOD1 chr7 30424527 30478784 - -ENSG00000272638.1 GS1-114I9.1 chr7 30424672 30425412 + -ENSG00000006625.17 GGCT chr7 30496621 30504844 - -ENSG00000281039.1 RP4-777O23.3 chr7 30497077 30550761 - -ENSG00000196295.11 AC005154.6 chr7 30516309 30594809 - -ENSG00000244480.1 AC005154.7 chr7 30523143 30524535 - -ENSG00000264520.1 RP4-777O23.2 chr7 30525731 30533613 + -ENSG00000226874.1 AC005154.8 chr7 30544053 30544431 + -ENSG00000263683.1 RP4-777O23.1 chr7 30550217 30551569 + -ENSG00000106105.13 GARS chr7 30594681 30634033 + -ENSG00000106113.18 CRHR2 chr7 30651943 30700129 - -ENSG00000241644.2 INMT chr7 30697985 30757602 + -ENSG00000223419.1 AC006022.4 chr7 30742431 30742818 - -ENSG00000254959.6 INMT-FAM188B chr7 30752137 30892081 + -ENSG00000106125.14 FAM188B chr7 30771417 30892387 + -ENSG00000229263.1 AC004691.5 chr7 30796691 30803410 - -ENSG00000250424.4 RP5-877J2.1 chr7 30852273 30923812 + -ENSG00000281634.1 AC004691.1 chr7 30876004 30876149 - -ENSG00000240583.10 AQP1 chr7 30911855 30925516 + -ENSG00000106128.18 GHRHR chr7 30938669 30993254 + -ENSG00000078549.14 ADCYAP1R1 chr7 31052461 31111479 + -ENSG00000232887.1 AC006466.5 chr7 31119284 31119572 - -ENSG00000221751.1 AC006380.1 chr7 31316998 31317124 + -ENSG00000271027.1 RP11-463M14.1 chr7 31330711 31330896 + -ENSG00000164600.5 NEUROD6 chr7 31337461 31340894 - -ENSG00000231418.1 AC006380.3 chr7 31414645 31421286 - -ENSG00000180347.13 CCDC129 chr7 31514071 31658720 + -ENSG00000106341.10 PPP1R17 chr7 31686715 31708455 + -ENSG00000154678.16 PDE1C chr7 31751179 32299329 - -ENSG00000223070.1 AC006377.1 chr7 31794248 31794345 + -ENSG00000236460.1 SNX2P2 chr7 31941261 31941583 + -ENSG00000226468.2 AC018641.7 chr7 32456963 32457758 - -ENSG00000226421.1 SLC25A5P5 chr7 32471513 32472409 + -ENSG00000106355.9 LSM5 chr7 32485332 32495283 - -ENSG00000105778.17 AVL9 chr7 32495426 32588721 + -ENSG00000229358.3 DPY19L1P1 chr7 32580949 32761787 - -ENSG00000237004.3 ZNRF2P1 chr7 32728569 32729011 + -ENSG00000207573.1 MIR550A2 chr7 32732981 32733077 + -ENSG00000273014.1 RP11-225B17.2 chr7 32758882 32759353 + -ENSG00000281332.1 LINC00997 chr7 32760279 32762924 + -ENSG00000250756.1 RP11-225B17.1 chr7 32788334 32788442 + -ENSG00000251999.1 SNORA31 chr7 32791814 32791946 + -ENSG00000231952.3 DPY19L1P2 chr7 32812757 32838570 + -ENSG00000272905.1 RP11-265E18.1 chr7 32845394 32846061 + -ENSG00000170852.10 KBTBD2 chr7 32868172 32894131 - -ENSG00000205763.13 RP9P chr7 32916815 32943176 - -ENSG00000224573.1 AC083863.5 chr7 32951426 32951656 + -ENSG00000122642.10 FKBP9 chr7 32957404 33006931 + -ENSG00000252821.1 RNU6-388P chr7 33001950 33002054 - -ENSG00000122643.18 NT5C3A chr7 33014114 33062797 - -ENSG00000229054.1 AC074338.4 chr7 33036212 33036382 - -ENSG00000241420.3 RN7SL505P chr7 33045798 33046090 - -ENSG00000164610.8 RP9 chr7 33094797 33109401 - -ENSG00000228015.1 AC074338.5 chr7 33128988 33129143 - -ENSG00000122507.20 BBS9 chr7 33129244 33606068 + -ENSG00000222741.1 RNA5SP229 chr7 33177740 33177838 + -ENSG00000224946.1 AC007312.3 chr7 33276834 33277091 - -ENSG00000238090.1 AC006195.2 chr7 33379964 33380886 + -ENSG00000173862.3 RP11-89N17.1 chr7 33725981 33728456 + -ENSG00000227481.1 RP11-89N17.2 chr7 33730292 33732064 - -ENSG00000236494.1 RP11-89N17.4 chr7 33793168 33803156 - -ENSG00000233219.1 RP11-89N17.3 chr7 33868501 33874231 - -ENSG00000164619.8 BMPER chr7 33904911 34155872 + -ENSG00000236212.1 AC009262.2 chr7 34209526 34256343 + -ENSG00000202431.1 RNU6-438P chr7 34297496 34297598 - -ENSG00000265985.1 AC005686.1 chr7 34312950 34313045 - -ENSG00000197085.11 NPSR1-AS1 chr7 34346512 34871582 - -ENSG00000187258.13 NPSR1 chr7 34658239 34878332 + -ENSG00000235379.1 RPL7P31 chr7 34710757 34711480 + -ENSG00000230356.1 NCAPD2P1 chr7 34750253 34752053 - -ENSG00000242653.3 RN7SL132P chr7 34753424 34753719 + -ENSG00000251802.1 SNORA31 chr7 34892417 34892549 + -ENSG00000173852.13 DPY19L1 chr7 34928876 35038271 - -ENSG00000221669.1 MIR548N chr7 34940760 34940834 - -ENSG00000189212.12 DPY19L2P1 chr7 35079989 35186041 - -ENSG00000236592.5 S100A11P2 chr7 35169224 35169535 + -ENSG00000164532.10 TBX20 chr7 35202430 35254147 - -ENSG00000226063.1 AC009531.2 chr7 35258381 35259729 - -ENSG00000235464.1 AC007652.1 chr7 35496021 35510263 - -ENSG00000122557.9 HERPUD2 chr7 35632659 35695571 - -ENSG00000271122.1 RP11-379H18.1 chr7 35695214 35699413 + -ENSG00000227544.8 AC018647.3 chr7 35715034 35734887 + -ENSG00000228878.7 SEPT7-AS1 chr7 35751856 35800616 - -ENSG00000232736.1 AC007551.2 chr7 35768122 35768640 - -ENSG00000122545.17 SEPT7 chr7 35800932 35907105 + -ENSG00000221156.1 AC007551.1 chr7 35842889 35842973 + -ENSG00000274328.1 RP11-239C9.1 chr7 35847038 35847426 - -ENSG00000200446.1 RNU6-1085P chr7 35930158 35930264 - -ENSG00000273580.1 RP11-609L3.2 chr7 35933888 35934569 + -ENSG00000226102.3 SEPT7P3 chr7 35946294 35972587 + -ENSG00000270889.1 RP11-609L3.1 chr7 35971147 35971567 - -ENSG00000232930.1 AC083864.3 chr7 36029611 36055431 + -ENSG00000205745.2 AC083864.4 chr7 36079084 36085736 + -ENSG00000261184.1 RP11-196O2.1 chr7 36095272 36100653 + -ENSG00000228815.1 MARK2P13 chr7 36109024 36110872 - -ENSG00000271117.1 RP11-377H23.1 chr7 36146842 36148024 + -ENSG00000122547.10 EEPD1 chr7 36153149 36301543 + -ENSG00000228770.1 AC007327.6 chr7 36228621 36228884 - -ENSG00000229679.1 AC007327.5 chr7 36229280 36231107 - -ENSG00000234457.1 AC006960.5 chr7 36305631 36305904 + -ENSG00000260070.1 RP11-182J23.1 chr7 36319775 36320479 + -ENSG00000164542.12 KIAA0895 chr7 36324221 36390125 - -ENSG00000201432.1 Y_RNA chr7 36337667 36337778 - -ENSG00000011426.10 ANLN chr7 36389806 36453791 + -ENSG00000237400.1 AC006960.7 chr7 36463023 36504513 + -ENSG00000136250.11 AOAH chr7 36512949 36724549 - -ENSG00000230539.1 AOAH-IT1 chr7 36597834 36600120 - -ENSG00000274526.1 KF511026.1 chr7 36642146 36642244 - -ENSG00000272984.1 RP11-85E16.1 chr7 36734004 36734535 - -ENSG00000229424.1 AC007349.4 chr7 36750687 36763081 + -ENSG00000235728.1 AC007349.5 chr7 36781008 36782789 + -ENSG00000225739.1 NPM1P18 chr7 36818959 36819690 + -ENSG00000230831.1 AC007349.7 chr7 36838972 36841373 + -ENSG00000155849.15 ELMO1 chr7 36854361 37449249 - -ENSG00000221325.1 MIR1200 chr7 36919357 36919432 - -ENSG00000224101.1 ELMO1-AS1 chr7 36997796 37013630 + -ENSG00000221157.1 AC009196.1 chr7 37105523 37105610 - -ENSG00000224706.1 RPS17P13 chr7 37116779 37117185 + -ENSG00000222869.1 RNU6-565P chr7 37351143 37351242 + -ENSG00000213744.3 RPS10P14 chr7 37375522 37376023 + -ENSG00000200113.1 SNORA51 chr7 37419628 37419767 + -ENSG00000201566.1 Y_RNA chr7 37435115 37435216 + -ENSG00000178503.6 NECAP1P1 chr7 37585500 37586329 - -ENSG00000187037.8 GPR141 chr7 37683796 37833788 + -ENSG00000086289.11 EPDR1 chr7 37683843 37951941 + -ENSG00000225314.1 AC018634.9 chr7 37821210 37821610 + -ENSG00000086288.11 NME8 chr7 37848597 37900401 + -ENSG00000106483.11 SFRP4 chr7 37905932 38025695 - -ENSG00000010270.13 STARD3NL chr7 38178222 38230671 + -ENSG00000227191.6 TRGC2 chr7 38239580 38368091 - -ENSG00000211687.1 TRGJ2 chr7 38253380 38253429 - -ENSG00000211688.1 TRGJP2 chr7 38256337 38256396 - -ENSG00000211689.6 TRGC1 chr7 38257879 38330821 - -ENSG00000211690.1 TRGJ1 chr7 38269491 38269540 - -ENSG00000211691.2 TRGJP chr7 38273587 38273647 - -ENSG00000211692.1 TRGJP1 chr7 38276259 38276318 - -ENSG00000211693.2 TRGV11 chr7 38291616 38292078 - -ENSG00000231202.1 TRGVB chr7 38295763 38296233 - -ENSG00000211694.2 TRGV10 chr7 38299811 38300322 - -ENSG00000231916.1 AC006033.22 chr7 38311383 38311808 + -ENSG00000211695.2 TRGV9 chr7 38317017 38318861 - -ENSG00000225992.1 TRGVA chr7 38322446 38322730 - -ENSG00000272908.1 RP11-121A8.1 chr7 38326070 38329643 - -ENSG00000211696.2 TRGV8 chr7 38330343 38330935 - -ENSG00000249978.1 TRGV7 chr7 38335041 38335514 - -ENSG00000226212.2 TRGV6 chr7 38340700 38340998 - -ENSG00000281103.1 TRG-AS1 chr7 38341577 38378804 + -ENSG00000211697.3 TRGV5 chr7 38343894 38350022 - -ENSG00000228668.1 TRGV5P chr7 38345030 38345499 - -ENSG00000211698.2 TRGV4 chr7 38353715 38354517 - -ENSG00000211699.2 TRGV3 chr7 38358512 38359162 - -ENSG00000233306.2 TRGV2 chr7 38362864 38363518 - -ENSG00000211701.2 TRGV1 chr7 38367586 38368169 - -ENSG00000078053.16 AMPH chr7 38383704 38631567 - -ENSG00000241756.3 RN7SL83P chr7 38531042 38531338 - -ENSG00000227404.1 KRT8P20 chr7 38655205 38656613 + -ENSG00000281438.1 AC011309.1 chr7 38655893 38656025 - -ENSG00000164556.7 FAM183B chr7 38685346 38687037 - -ENSG00000274278.1 AC004850.1 chr7 38704222 38704315 - -ENSG00000006715.15 VPS41 chr7 38722963 38932394 - -ENSG00000106536.19 POU6F2 chr7 38977998 39493095 + -ENSG00000233854.1 POU6F2-AS2 chr7 38984243 39013551 - -ENSG00000266481.1 AC092174.1 chr7 39294307 39294406 - -ENSG00000206947.1 SNORA20 chr7 39329003 39329134 - -ENSG00000224122.1 POU6F2-AS1 chr7 39404598 39406346 - -ENSG00000227172.2 AC011290.4 chr7 39545646 39566239 - -ENSG00000241127.7 YAE1D1 chr7 39566376 39610320 + -ENSG00000236015.1 AC011290.5 chr7 39569376 39570198 - -ENSG00000231951.1 AC004837.4 chr7 39609610 39610290 - -ENSG00000106540.4 AC004837.3 chr7 39609717 39610280 + -ENSG00000006451.7 RALA chr7 39623483 39708124 + -ENSG00000275912.1 AC004837.1 chr7 39685011 39685098 - -ENSG00000228554.1 AC004837.5 chr7 39700341 39703296 - -ENSG00000188185.11 LINC00265 chr7 39733632 39793092 + -ENSG00000252480.1 RNU6-719P chr7 39768341 39768444 + -ENSG00000270797.1 RP5-1173I20.1 chr7 39788967 39789304 - -ENSG00000226220.1 CICP22 chr7 39796593 39797911 - -ENSG00000237251.2 AC072061.2 chr7 39816549 39868140 + -ENSG00000231198.1 AC004987.10 chr7 39833286 39833793 - -ENSG00000233225.3 AC004987.9 chr7 39833571 39834718 + -ENSG00000175741.5 RWDD4P2 chr7 39854494 39855056 - -ENSG00000242855.3 RN7SL496P chr7 39888375 39888664 + -ENSG00000259826.1 RP11-467D6.1 chr7 39947522 39949755 - -ENSG00000065883.14 CDK13 chr7 39950037 40097134 + -ENSG00000273444.1 RP5-1147A1.2 chr7 40107288 40107454 + -ENSG00000270577.1 RP5-1147A1.1 chr7 40115685 40115943 + -ENSG00000168303.6 MPLKIP chr7 40126023 40134659 - -ENSG00000199273.1 Y_RNA chr7 40128121 40128232 - -ENSG00000175600.15 SUGCT chr7 40134977 40860763 + -ENSG00000248711.1 THUMPD3P1 chr7 40151613 40154151 + -ENSG00000203446.2 AC004988.1 chr7 40538127 40546928 - -ENSG00000227658.1 AC005160.3 chr7 40775558 40785217 + -ENSG00000232458.1 LINC01450 chr7 40964667 40979939 - -ENSG00000224017.1 LINC01449 chr7 41101604 41133507 + -ENSG00000236310.1 AC005027.3 chr7 41667168 41705335 - -ENSG00000122641.9 INHBA chr7 41685114 41703108 - -ENSG00000224116.6 INHBA-AS1 chr7 41693916 41779388 + -ENSG00000106571.12 GLI3 chr7 41960950 42237870 - -ENSG00000213721.3 HMGN2P30 chr7 42113365 42113620 + -ENSG00000276614.1 AC005158.1 chr7 42218409 42218514 - -ENSG00000238284.1 LINC01448 chr7 42661726 42706447 - -ENSG00000229161.2 TCP1P1 chr7 42794906 42802494 + -ENSG00000231539.1 AC010132.10 chr7 42829672 42844438 - -ENSG00000261019.1 RP11-111K18.2 chr7 42901272 42902639 - -ENSG00000136197.12 C7orf25 chr7 42908726 42912305 - -ENSG00000256646.7 PSMA2 chr7 42909273 42932174 - -ENSG00000106588.10 PSMA2 chr7 42916857 42932223 - -ENSG00000234983.1 AC010132.11 chr7 42918741 42920084 + -ENSG00000106591.3 MRPL32 chr7 42932200 42948958 + -ENSG00000232006.8 AC005537.2 chr7 42954135 43113931 - -ENSG00000201933.1 Y_RNA chr7 43096732 43096844 + -ENSG00000002746.14 HECW1 chr7 43112599 43566001 + -ENSG00000181211.1 HECW1-IT1 chr7 43117896 43163187 + -ENSG00000264069.2 MIR3943 chr7 43150897 43151009 + -ENSG00000252983.1 RNU7-35P chr7 43194421 43194482 + -ENSG00000223258.1 RNU6-575P chr7 43207762 43207866 - -ENSG00000228680.1 AC004692.4 chr7 43239066 43249268 - -ENSG00000213717.3 AC004692.5 chr7 43274159 43274582 + -ENSG00000231638.1 AC011738.4 chr7 43508728 43522542 - -ENSG00000252308.1 AC011738.1 chr7 43578888 43578972 + -ENSG00000164543.5 STK17A chr7 43582758 43626786 + -ENSG00000106603.17 COA1 chr7 43608456 43729717 - -ENSG00000106605.10 BLVRA chr7 43758680 43807342 + -ENSG00000229497.1 AC005189.6 chr7 43767290 43767599 + -ENSG00000062582.13 MRPS24 chr7 43866558 43869893 - -ENSG00000270617.1 URGCP-MRPS24 chr7 43866558 43906589 - -ENSG00000106608.16 URGCP chr7 43875894 43926411 - -ENSG00000237972.1 TUBG1P chr7 43918697 43920054 + -ENSG00000078967.12 UBE2D4 chr7 43926438 43956136 + -ENSG00000214783.9 POLR2J4 chr7 43940895 44019175 - -ENSG00000273432.1 RP5-1165K10.2 chr7 43951910 44019151 - -ENSG00000241057.1 AC004985.12 chr7 43961590 43973325 - -ENSG00000239556.2 AC004951.5 chr7 43984994 43990207 - -ENSG00000136206.3 SPDYE1 chr7 44000889 44010122 + -ENSG00000228434.1 AC004951.6 chr7 44004046 44007866 - -ENSG00000272655.1 POLR2J4 chr7 44013562 44019170 - -ENSG00000228903.6 RASA4CP chr7 44026951 44041892 - -ENSG00000235314.1 LINC00957 chr7 44039171 44042306 + -ENSG00000136279.18 DBNL chr7 44044640 44069456 + -ENSG00000274083.1 MIR6837 chr7 44051766 44051829 + -ENSG00000164708.5 PGAM2 chr7 44062727 44065587 - -ENSG00000239775.1 AC017116.11 chr7 44064908 44066079 + -ENSG00000122678.14 POLM chr7 44072247 44082540 - -ENSG00000277792.1 MIR6838 chr7 44073378 44073433 - -ENSG00000106624.8 AEBP1 chr7 44104361 44114562 + -ENSG00000264652.1 MIR4649 chr7 44110849 44110912 + -ENSG00000106628.10 POLD2 chr7 44114681 44124358 - -ENSG00000252848.1 RNA5SP230 chr7 44125752 44125873 - -ENSG00000106631.8 MYL7 chr7 44138864 44141332 - -ENSG00000106633.15 GCK chr7 44144271 44198170 - -ENSG00000106636.7 YKT6 chr7 44200968 44214294 + -ENSG00000058404.19 CAMK2B chr7 44217150 44334577 - -ENSG00000279853.1 RP5-844F9.1 chr7 44367140 44369292 - -ENSG00000280507.1 AC004453.1 chr7 44367176 44367270 + -ENSG00000015676.17 NUDCD3 chr7 44379121 44490880 - -ENSG00000146677.7 AC004453.8 chr7 44467897 44468304 + -ENSG00000200456.1 RNU6-1097P chr7 44503773 44503879 - -ENSG00000225443.1 AC004938.5 chr7 44511025 44511332 - -ENSG00000015520.14 NPC1L1 chr7 44512535 44541315 - -ENSG00000136271.10 DDX56 chr7 44565417 44575051 - -ENSG00000158604.14 TMED4 chr7 44577894 44582287 - -ENSG00000271586.1 RP11-52M17.1 chr7 44601032 44601487 + -ENSG00000105953.14 OGDH chr7 44606572 44709066 + -ENSG00000122515.14 ZMIZ2 chr7 44748581 44769881 + -ENSG00000228596.1 AC013436.6 chr7 44785050 44787340 - -ENSG00000196262.13 PPIA chr7 44796680 44824564 + -ENSG00000105968.18 H2AFV chr7 44826791 44848083 - -ENSG00000234183.1 AC004854.4 chr7 44848416 44849568 + -ENSG00000146676.6 PURB chr7 44876293 44885361 - -ENSG00000264326.1 MIR4657 chr7 44881748 44881800 - -ENSG00000272768.1 RP4-673M15.1 chr7 44884953 44886393 + -ENSG00000281768.1 Metazoa_SRP chr7 44902790 44903074 - -ENSG00000230160.1 AC004854.5 chr7 44919669 44920329 + -ENSG00000260997.1 RP4-647J21.1 chr7 44958999 44960909 - -ENSG00000136286.14 MYO1G chr7 44962662 44979098 - -ENSG00000232956.8 SNHG15 chr7 44983023 44986961 - -ENSG00000277184.1 SNORA9 chr7 44985378 44985510 - -ENSG00000136280.15 CCM2 chr7 44999475 45076469 + -ENSG00000280981.1 Metazoa_SRP chr7 45031236 45031495 + -ENSG00000136274.8 NACAD chr7 45080438 45088914 - -ENSG00000136270.13 TBRG4 chr7 45100100 45112047 - -ENSG00000206838.1 SNORA5A chr7 45104349 45104482 - -ENSG00000201772.1 SNORA5C chr7 45104906 45105042 - -ENSG00000200656.1 SNORA5B chr7 45105968 45106099 - -ENSG00000122679.8 RAMP3 chr7 45157791 45186302 + -ENSG00000275295.1 RP11-111G20.3 chr7 45303620 45304362 + -ENSG00000234359.3 ELK1P1 chr7 45391626 45392205 - -ENSG00000225537.1 AC073325.1 chr7 45460712 45542182 + -ENSG00000226999.1 AC073325.2 chr7 45534523 45534681 - -ENSG00000164742.14 ADCY1 chr7 45574140 45723116 + -ENSG00000214765.8 SEPT7P2 chr7 45723780 45768985 - -ENSG00000234536.1 GTF2IP13 chr7 45773595 45783157 + -ENSG00000212450.1 RNU6-241P chr7 45789585 45789688 + -ENSG00000272556.1 RP11-638I8.1 chr7 45814602 45815263 + -ENSG00000235955.1 CICP20 chr7 45816216 45819016 - -ENSG00000226838.1 AC096582.8 chr7 45816557 45821064 + -ENSG00000251378.1 AC096582.9 chr7 45818582 45819097 + -ENSG00000202350.1 RNU6-326P chr7 45843634 45843740 + -ENSG00000146678.9 IGFBP1 chr7 45888357 45893668 + -ENSG00000146674.14 IGFBP3 chr7 45912245 45921874 - -ENSG00000237471.1 AC073115.6 chr7 45969657 45980191 + -ENSG00000229628.1 AC073115.7 chr7 45990905 46000898 + -ENSG00000233952.1 FTLP15 chr7 45997540 45998071 - -ENSG00000221971.3 TTC4P1 chr7 45999621 46000778 - -ENSG00000224547.1 ZNF619P1 chr7 46144937 46145688 + -ENSG00000229459.1 AC023669.1 chr7 46261064 46294469 + -ENSG00000237760.1 AC092657.2 chr7 46302120 46343621 + -ENSG00000240355.1 AC004869.3 chr7 46476457 46477940 - -ENSG00000230680.2 AC004869.2 chr7 46477822 46481578 - -ENSG00000224519.1 HMGN1P19 chr7 46634614 46634946 + -ENSG00000233539.5 AC011294.3 chr7 46673785 46759851 - -ENSG00000242948.1 EPS15P1 chr7 46781373 46783443 + -ENSG00000232072.1 AC004901.1 chr7 46890625 47049678 - -ENSG00000223829.5 AC004870.4 chr7 46969702 47027481 + -ENSG00000229192.6 AC004870.3 chr7 47000620 47079128 - -ENSG00000242552.1 MRPL42P4 chr7 47026128 47026570 - -ENSG00000214754.3 AC004870.5 chr7 47052793 47053674 + -ENSG00000136205.16 TNS3 chr7 47275154 47582558 - -ENSG00000236078.1 LINC01447 chr7 47621939 47629893 + -ENSG00000221845.4 C7orf65 chr7 47655244 47661648 + -ENSG00000136273.11 HUS1 chr7 47695730 47979581 - -ENSG00000146666.5 LINC00525 chr7 47761476 47766772 + -ENSG00000158683.7 PKD1L1 chr7 47774652 47948491 - -ENSG00000136275.10 C7orf69 chr7 47795291 47819847 + -ENSG00000225507.1 AC069282.6 chr7 47956793 47957318 + -ENSG00000164744.12 SUN3 chr7 47987148 48029119 - -ENSG00000164746.13 C7orf57 chr7 48035511 48061304 + -ENSG00000183696.13 UPP1 chr7 48088628 48108733 + -ENSG00000179869.14 ABCA13 chr7 48171458 48647496 + -ENSG00000281791.1 AC091770.1 chr7 48652669 48652814 - -ENSG00000228173.1 AC091770.3 chr7 48660575 48663305 - -ENSG00000225705.2 AC004899.3 chr7 48846426 48852898 - -ENSG00000279578.1 RP4-815D20.1 chr7 48847766 48851625 + -ENSG00000229165.1 GDI2P1 chr7 48902556 48903891 - -ENSG00000218305.3 CDC14C chr7 48919765 48926013 + -ENSG00000277285.1 AC096752.1 chr7 49029978 49030068 - -ENSG00000234686.1 AC010971.1 chr7 49230137 49254816 + -ENSG00000270763.1 DDX43P2 chr7 49258493 49259846 - -ENSG00000279104.1 RP11-138B9.1 chr7 49760897 49762764 - -ENSG00000188730.4 VWC2 chr7 49773661 49921950 + -ENSG00000042813.7 ZPBP chr7 49850421 50121329 - -ENSG00000223893.1 GNL2P1 chr7 49942251 49944440 - -ENSG00000164500.6 C7orf72 chr7 50096036 50159830 + -ENSG00000228005.1 AC020743.2 chr7 50141540 50142823 - -ENSG00000231681.1 AC020743.3 chr7 50202239 50204318 - -ENSG00000235620.1 AC020743.4 chr7 50274790 50275622 - -ENSG00000185811.16 IKZF1 chr7 50304124 50405101 + -ENSG00000200815.1 RNU6-1091P chr7 50435380 50435486 + -ENSG00000132436.11 FIGNL1 chr7 50444128 50542535 - -ENSG00000132437.17 DDC chr7 50458436 50565457 - -ENSG00000226122.1 DDC-AS1 chr7 50531759 50543463 + -ENSG00000106070.17 GRB10 chr7 50590063 50793462 - -ENSG00000236046.1 AC004920.3 chr7 50839363 50841992 - -ENSG00000228085.1 AC004920.2 chr7 50843578 50843732 - -ENSG00000228204.2 RP4-724E13.2 chr7 50866747 51022990 + -ENSG00000201133.1 SNORA4 chr7 50935350 50935493 - -ENSG00000106078.17 COBL chr7 51016212 51316818 - -ENSG00000231490.1 RPL7L1P2 chr7 51259429 51260167 - -ENSG00000227233.1 CICP17 chr7 51382284 51384660 + -ENSG00000228897.1 CTD-2021A8.2 chr7 51386363 51387101 - -ENSG00000227080.2 CTD-2021A8.3 chr7 51388430 51389114 - -ENSG00000229478.1 ROBO2P1 chr7 51600286 51600573 - -ENSG00000229403.1 RP4-718N17.2 chr7 51614251 51630870 + -ENSG00000242650.3 RN7SL292P chr7 51716657 51716922 + -ENSG00000274604.1 AC006478.1 chr7 51870335 51870402 - -ENSG00000233960.1 RP11-153N17.1 chr7 52165235 52192913 - -ENSG00000253028.1 SNORA31 chr7 52269437 52269569 - -ENSG00000234304.2 SGOL1P2 chr7 52891837 52897807 - -ENSG00000223970.1 RP11-598O8.1 chr7 53002420 53003429 + -ENSG00000221900.5 POM121L12 chr7 53035642 53036924 + -ENSG00000227344.2 HAUS6P1 chr7 53187388 53188938 + -ENSG00000271194.1 RNF138P2 chr7 53316149 53316740 + -ENSG00000199629.1 RNU1-14P chr7 53366058 53366209 + -ENSG00000222154.1 RN7SKP218 chr7 53490148 53490439 - -ENSG00000234105.1 GS1-278J22.1 chr7 53514992 53517116 - -ENSG00000228627.1 GS1-278J22.2 chr7 53559214 53568249 - -ENSG00000205628.2 LINC01446 chr7 53655509 53811931 - -ENSG00000222355.1 RNU2-29P chr7 53776136 53776324 + -ENSG00000271306.1 RAC1P9 chr7 53779783 53780263 + -ENSG00000232418.1 RP11-678B3.1 chr7 53787167 53787298 + -ENSG00000235454.1 HAUS6P3 chr7 53862233 53863339 + -ENSG00000238131.1 RP11-806J6.1 chr7 53926676 53947744 - -ENSG00000280920.1 HPVC1 chr7 54201224 54202421 + -ENSG00000231427.5 LINC01445 chr7 54330697 54349849 + -ENSG00000213673.3 SLC25A5P3 chr7 54419444 54420328 + -ENSG00000170419.10 VSTM2A chr7 54542325 54571080 + -ENSG00000224223.1 VSTM2A-OT1 chr7 54556970 54571726 + -ENSG00000228735.1 GS1-18A18.2 chr7 54576052 54578794 - -ENSG00000200471.1 RNU6-1125P chr7 54621025 54621131 + -ENSG00000232612.1 RPL31P35 chr7 54656358 54656734 + -ENSG00000132432.13 SEC61G chr7 54752250 54759974 - -ENSG00000234707.2 RP11-745C15.2 chr7 54759425 54804928 + -ENSG00000218586.3 RP4-791C19.1 chr7 54933699 54938184 + -ENSG00000146648.15 EGFR chr7 55019021 55256620 + -ENSG00000224057.1 EGFR-AS1 chr7 55179750 55188934 - -ENSG00000280890.1 ELDR chr7 55235965 55255635 - -ENSG00000237210.1 RP11-339F13.2 chr7 55244247 55245681 + -ENSG00000230564.1 CALM1P2 chr7 55259809 55260256 - -ENSG00000230936.1 RP11-775L16.1 chr7 55342316 55344958 + -ENSG00000132434.9 LANCL2 chr7 55365448 55433742 + -ENSG00000154978.12 VOPP1 chr7 55436056 55572988 - -ENSG00000223475.1 RP11-310H4.1 chr7 55573171 55588336 + -ENSG00000233977.1 RP11-310H4.2 chr7 55592074 55593193 + -ENSG00000231394.1 RP11-310H4.3 chr7 55593777 55595006 + -ENSG00000234844.1 CDC42P2 chr7 55638274 55638842 - -ENSG00000235207.1 TUBBP6 chr7 55645620 55646951 + -ENSG00000231317.1 RP11-310H4.6 chr7 55656768 55678490 - -ENSG00000176826.15 FKBP9P1 chr7 55681074 55713252 - -ENSG00000252857.1 RNU6-389P chr7 55685977 55686081 + -ENSG00000275853.1 Metazoa_SRP chr7 55731100 55731403 + -ENSG00000224971.1 SUMO2P3 chr7 55732144 55732431 + -ENSG00000237799.2 CICP11 chr7 55736779 55739605 + -ENSG00000275875.1 RP11-613E4.5 chr7 55741525 55741869 + -ENSG00000273720.1 RP11-613E4.4 chr7 55743073 55743457 + -ENSG00000226278.1 PSPHP1 chr7 55764797 55773288 + -ENSG00000206729.1 RNU6-1126P chr7 55789368 55789474 + -ENSG00000154997.8 SEPT14 chr7 55793544 55862789 - -ENSG00000235738.1 RP11-419M24.2 chr7 55797946 55798480 - -ENSG00000225270.1 CICP12 chr7 55798034 55798876 + -ENSG00000229762.1 RP11-419M24.1 chr7 55810779 55811411 - -ENSG00000225018.1 RP11-419M24.5 chr7 55876738 55877024 - -ENSG00000227499.1 RP11-419M24.4 chr7 55877912 55878164 + -ENSG00000249773.3 MRPS17 chr7 55887277 55955239 + -ENSG00000178665.14 ZNF713 chr7 55887475 55942225 + -ENSG00000146729.9 GBAS chr7 55951793 56000181 + -ENSG00000239789.5 MRPS17 chr7 55951819 55956501 + -ENSG00000146733.13 PSPH chr7 56011051 56051604 - -ENSG00000146731.10 CCT6A chr7 56051630 56063989 + -ENSG00000206603.1 SNORA22 chr7 56055365 56055502 + -ENSG00000207168.1 SNORA15 chr7 56060470 56060602 + -ENSG00000129103.17 SUMF2 chr7 56064002 56080670 + -ENSG00000164776.9 PHKG1 chr7 56080283 56092996 - -ENSG00000106153.12 CHCHD2 chr7 56101569 56106576 - -ENSG00000185290.3 NUPR1L chr7 56114681 56116400 - -ENSG00000230191.1 RP4-725G10.3 chr7 56163145 56163533 + -ENSG00000233028.1 RP4-725G10.4 chr7 56175634 56176412 + -ENSG00000227491.1 CCNJP1 chr7 56228634 56229782 - -ENSG00000223559.1 RP11-700P18.1 chr7 56288230 56291425 + -ENSG00000224155.2 RP11-700P18.2 chr7 56304678 56305526 - -ENSG00000203462.2 RP11-814E24.1 chr7 56322804 56323601 + -ENSG00000202296.1 RNU6-1335P chr7 56340231 56340337 - -ENSG00000231299.1 SEPT14P24 chr7 56360362 56360541 - -ENSG00000225371.1 CICP8 chr7 56362458 56365270 + -ENSG00000224370.1 RP11-814E24.3 chr7 56380976 56381312 + -ENSG00000223330.1 RNU6-1052P chr7 56402070 56402173 - -ENSG00000232944.1 RP13-492C18.1 chr7 56408699 56409210 - -ENSG00000237268.2 RP13-492C18.2 chr7 56421857 56448375 - -ENSG00000278205.1 RP11-760D2.13 chr7 56462536 56467771 + -ENSG00000225488.1 RP11-760D2.1 chr7 56482105 56483295 - -ENSG00000226485.1 RBM22P3 chr7 56490682 56491635 + -ENSG00000261275.1 RP11-760D2.11 chr7 56493124 56497285 + -ENSG00000231504.1 NMD3P2 chr7 56502284 56503044 - -ENSG00000223740.1 RP11-760D2.4 chr7 56525428 56526113 - -ENSG00000233288.1 RP11-760D2.5 chr7 56534230 56538130 - -ENSG00000224947.1 VN1R25P chr7 56559221 56559958 + -ENSG00000213650.3 RP11-760D2.7 chr7 56567906 56568858 - -ENSG00000234716.1 RP11-760D2.9 chr7 56577848 56578866 + -ENSG00000213067.2 RP11-760D2.10 chr7 56597379 56598342 + -ENSG00000271047.1 RP11-760D2.12 chr7 56603410 56603553 + -ENSG00000229909.1 TRIM60P16 chr7 56631739 56632727 - -ENSG00000228303.1 RP11-10F11.2 chr7 56638943 56650696 - -ENSG00000277174.1 RP11-10F11.3 chr7 56685036 56687366 - -ENSG00000268187.6 AC118758.1 chr7 56804059 56804689 + -ENSG00000277253.1 RP13-580B18.2 chr7 56805336 56808148 + -ENSG00000279072.1 RP13-580B18.4 chr7 56809214 56848800 - -ENSG00000233437.1 RP13-580B18.1 chr7 56875385 56882146 - -ENSG00000225244.3 RP11-220H4.2 chr7 56940341 56944353 - -ENSG00000264426.1 MIR4283-1 chr7 56955785 56955864 - -ENSG00000189166.6 TNRC18P3 chr7 56991888 57009149 + -ENSG00000214668.4 SLC29A4P1 chr7 57014285 57020273 - -ENSG00000229508.2 PHKG1P4 chr7 57060590 57061301 - -ENSG00000275061.2 RP11-220H4.6 chr7 57067950 57074664 - -ENSG00000185177.12 ZNF479 chr7 57119614 57139864 - -ENSG00000235095.1 RP11-1217F2.1 chr7 57147986 57150347 - -ENSG00000231537.1 RP11-1217F2.3 chr7 57167880 57168651 + -ENSG00000225295.1 MTND4P4 chr7 57169406 57170771 + -ENSG00000228440.1 MTND5P6 chr7 57170974 57172771 + -ENSG00000224880.1 RP11-1217F2.7 chr7 57173357 57174362 + -ENSG00000224723.1 GUSBP10 chr7 57177409 57180052 - -ENSG00000230764.1 MTND1P4 chr7 57185788 57186202 + -ENSG00000237309.1 MTND2P6 chr7 57186412 57187441 + -ENSG00000236692.1 RP11-1217F2.9 chr7 57187892 57190140 + -ENSG00000228851.1 RP11-1217F2.10 chr7 57191141 57191927 + -ENSG00000227584.1 MTND4P5 chr7 57192694 57194068 + -ENSG00000230531.1 MTND5P7 chr7 57194257 57196054 + -ENSG00000234671.1 RP11-1217F2.13 chr7 57196638 57197772 + -ENSG00000169325.10 GUSBP12 chr7 57200825 57203597 - -ENSG00000234089.1 RP11-1217F2.15 chr7 57209865 57222174 - -ENSG00000238431.1 RNU7-157P chr7 57227001 57227066 + -ENSG00000274299.1 RP11-114G11.3 chr7 57270839 57275197 + -ENSG00000280225.1 RP11-114G11.4 chr7 57402181 57404717 - -ENSG00000260653.5 RP11-114G11.5 chr7 57404771 57416203 + -ENSG00000266168.1 MIR3147 chr7 57405025 57405090 + -ENSG00000227182.1 VN1R28P chr7 57422830 57423725 - -ENSG00000235368.1 SAPCD2P2 chr7 57424503 57425676 + -ENSG00000182111.8 ZNF716 chr7 57450177 57473546 + -ENSG00000270957.1 RP11-1324A7.2 chr7 57485166 57485895 + -ENSG00000233601.1 NCOR1P3 chr7 57599794 57610104 + -ENSG00000243981.4 RP11-368M16.3 chr7 57628479 57645189 - -ENSG00000270749.1 RP11-368M16.10 chr7 57629285 57630151 + -ENSG00000229627.2 BSNDP4 chr7 57638725 57639112 + -ENSG00000230796.1 RP11-368M16.9 chr7 57650381 57651119 - -ENSG00000237639.2 RP11-368M16.5 chr7 57650521 57650854 + -ENSG00000233962.1 RP11-368M16.8 chr7 57652736 57653459 - -ENSG00000236261.1 RP11-368M16.6 chr7 57652875 57653208 + -ENSG00000234085.1 RP11-368M16.7 chr7 57654822 57655392 + -ENSG00000227015.1 RP11-548K12.6 chr7 57770619 57770946 - -ENSG00000232161.1 RP11-548K12.7 chr7 57770966 57771173 + -ENSG00000230271.1 RP11-548K12.5 chr7 57772584 57773199 - -ENSG00000250923.1 RP11-548K12.8 chr7 57773183 57773381 + -ENSG00000224484.1 RP11-548K12.4 chr7 57776972 57777521 - -ENSG00000236907.1 RP11-548K12.3 chr7 57817601 57818012 - -ENSG00000250618.1 RP11-548K12.9 chr7 57817996 57818197 + -ENSG00000224653.1 RP11-548K12.10 chr7 57819819 57820627 + -ENSG00000223836.1 RP11-548K12.2 chr7 57820032 57820410 - -ENSG00000237236.1 RP11-548K12.11 chr7 57822201 57822942 + -ENSG00000231232.4 RP11-548K12.1 chr7 57822465 57822801 - -ENSG00000231484.1 RP11-548K12.12 chr7 57828331 57837046 + -ENSG00000271696.1 RP11-548K12.13 chr7 57835309 57836251 - -ENSG00000233918.1 RP11-715L17.1 chr7 62275361 62275678 - -ENSG00000207443.1 RNU6-417P chr7 63011463 63011569 - -ENSG00000227148.1 RP11-196D18.1 chr7 63044827 63054431 - -ENSG00000233454.1 RP11-196D18.2 chr7 63057453 63060084 + -ENSG00000265865.1 AC069285.1 chr7 63068087 63068151 - -ENSG00000233782.1 ZNF90P3 chr7 63087070 63088261 - -ENSG00000234312.1 SAPCD2P4 chr7 63113635 63114805 - -ENSG00000231523.1 SEPT14P1 chr7 63117501 63154934 - -ENSG00000199231.1 snoU2_19 chr7 63175940 63176019 - -ENSG00000237572.1 RP11-373D7.1 chr7 63209219 63211822 + -ENSG00000226075.2 PHKG1P1 chr7 63233035 63234245 - -ENSG00000244550.1 RP5-905H7.3 chr7 63233115 63241645 - -ENSG00000240651.1 SEPT7P4 chr7 63241590 63248321 - -ENSG00000236638.1 RP5-905H7.4 chr7 63263065 63263456 + -ENSG00000185037.9 ZNF733P chr7 63291518 63304056 - -ENSG00000226587.1 RP5-905H7.9 chr7 63326674 63354326 - -ENSG00000227298.1 ARAFP3 chr7 63342711 63343200 + -ENSG00000232165.1 RP5-905H7.6 chr7 63345840 63346732 + -ENSG00000230000.2 RP5-905H7.11 chr7 63348861 63351774 + -ENSG00000227545.1 RP5-905H7.10 chr7 63349154 63350059 - -ENSG00000227923.1 RP5-905H7.7 chr7 63354033 63354365 + -ENSG00000229301.1 RP5-905H7.8 chr7 63354457 63359306 + -ENSG00000236284.1 VN1R31P chr7 63367427 63368156 - -ENSG00000230361.1 VN1R32P chr7 63377329 63378233 + -ENSG00000230600.1 RP11-73B2.2 chr7 63380466 63385789 - -ENSG00000232817.1 RP11-73B2.4 chr7 63388808 63393657 - -ENSG00000223889.1 RP11-73B2.3 chr7 63393749 63394109 - -ENSG00000227305.1 RP11-340I6.3 chr7 63393788 63422046 + -ENSG00000234387.1 RP11-340I6.1 chr7 63394277 63395439 + -ENSG00000268181.3 RP11-73B2.7 chr7 63396341 63399250 - -ENSG00000234467.1 SLC25A1P2 chr7 63398046 63398957 + -ENSG00000227426.1 VN1R33P chr7 63401385 63402271 - -ENSG00000224368.1 ARAFP2 chr7 63404842 63405400 - -ENSG00000197990.6 ZNF734P chr7 63449819 63456687 + -ENSG00000230132.1 RP5-1193P9.2 chr7 63480598 63480989 - -ENSG00000164740.5 SEPT7P5 chr7 63495799 63502536 + -ENSG00000228645.2 PHKG1P2 chr7 63509303 63510165 + -ENSG00000214660.6 SLC29A4P2 chr7 63556598 63562588 + -ENSG00000223566.1 TNRC18P2 chr7 63567743 63585075 - -ENSG00000265214.1 MIR4283-2 chr7 63621090 63621169 + -ENSG00000226401.3 RP5-965K10.3 chr7 63632608 63636617 + -ENSG00000226411.1 CTD-2526L21.2 chr7 63699390 63700441 + -ENSG00000275217.2 AC079355.1 chr7 63762476 63765094 + -ENSG00000271466.1 CICP24 chr7 63768257 63771047 - -ENSG00000227397.1 CTD-2526L21.3 chr7 63789909 63790098 + -ENSG00000236574.1 RP11-340I6.4 chr7 63843314 63843505 + -ENSG00000225451.1 RP11-340I6.5 chr7 63876341 63877350 + -ENSG00000236299.7 RP11-340I6.7 chr7 63888200 63900794 - -ENSG00000235720.1 RP11-340I6.6 chr7 63893286 63894641 + -ENSG00000226581.1 RP11-340I6.8 chr7 63900823 63917994 + -ENSG00000263891.1 AC092634.1 chr7 63901068 63901133 + -ENSG00000226342.1 NMD3P1 chr7 63908966 63910453 - -ENSG00000227910.1 RP11-73B2.6 chr7 63924787 63926306 - -ENSG00000265017.1 AC092634.2 chr7 63926836 63926901 + -ENSG00000213645.2 SLC25A1P3 chr7 63931141 63931968 + -ENSG00000233173.1 VN1R34P chr7 63934449 63935331 - -ENSG00000231264.1 ARAFP1 chr7 63937905 63938509 - -ENSG00000228660.1 VN1R35P chr7 63963431 63964123 - -ENSG00000230639.1 VN1R36P chr7 63965834 63966124 - -ENSG00000176232.10 RP5-1193P9.4 chr7 63980385 63981477 - -ENSG00000278577.1 RP11-340I6.11 chr7 63993904 63994006 + -ENSG00000241149.2 RP11-561N12.2 chr7 64005576 64016130 + -ENSG00000228564.1 LINC01005 chr7 64027852 64030105 - -ENSG00000214652.5 ZNF727 chr7 64045443 64078549 + -ENSG00000223558.1 TRIM60P17 chr7 64085560 64086576 + -ENSG00000224458.3 GUSBP6 chr7 64100305 64150721 + -ENSG00000248704.1 MTND4P2 chr7 64104093 64105295 - -ENSG00000248315.1 RP11-3N2.11 chr7 64105292 64105576 - -ENSG00000230052.1 MTND3P2 chr7 64105654 64105995 - -ENSG00000233385.1 RP11-3N2.9 chr7 64106065 64106819 - -ENSG00000227035.1 RP11-3N2.8 chr7 64106822 64107572 - -ENSG00000234234.1 RP11-3N2.7 chr7 64107829 64108486 - -ENSG00000234700.1 RP11-3N2.5 chr7 64108625 64110147 - -ENSG00000230252.1 MTND2P4 chr7 64110547 64111550 - -ENSG00000235646.1 MTND1P2 chr7 64111752 64112572 - -ENSG00000229881.1 RP11-321E8.4 chr7 64140495 64150058 + -ENSG00000236976.1 RP11-165H4.2 chr7 64141538 64142401 - -ENSG00000213643.3 VN1R37P chr7 64149685 64150432 - -ENSG00000235227.1 VN1R38P chr7 64180006 64180892 - -ENSG00000213644.2 SAPCD2P1 chr7 64181710 64182893 + -ENSG00000223614.4 ZNF735 chr7 64207090 64470627 + -ENSG00000197123.9 ZNF679 chr7 64228474 64266931 + -ENSG00000234444.9 ZNF736 chr7 64307459 64354860 + -ENSG00000227986.1 TRIM60P18 chr7 64355078 64356199 + -ENSG00000276650.1 RP11-321E8.8 chr7 64425623 64426334 - -ENSG00000232727.2 YWHAEP1 chr7 64433830 64434592 + -ENSG00000223845.1 VN1R40P chr7 64443802 64444742 - -ENSG00000228014.1 ZNF680P1 chr7 64469185 64470653 + -ENSG00000228653.2 HNRNPCP7 chr7 64500825 64501729 + -ENSG00000173041.11 ZNF680 chr7 64519884 64563106 - -ENSG00000223974.1 BNIP3P42 chr7 64551498 64552066 + -ENSG00000235349.1 RP11-561N12.6 chr7 64566814 64567443 - -ENSG00000213642.3 RP11-561N12.5 chr7 64569428 64570437 - -ENSG00000224669.1 RP11-561N12.1 chr7 64582733 64583207 + -ENSG00000276475.1 RP11-561N12.8 chr7 64590599 64591133 - -ENSG00000196247.11 ZNF107 chr7 64666083 64711582 + -ENSG00000271550.1 BNIP3P11 chr7 64678954 64687393 - -ENSG00000275667.1 MIR6839 chr7 64679064 64679176 + -ENSG00000224172.1 RP11-416N13.1 chr7 64735933 64736743 - -ENSG00000277206.1 RP11-797H7.6 chr7 64768156 64769101 + -ENSG00000197008.9 ZNF138 chr7 64794388 64833681 + -ENSG00000234338.1 RP11-797H7.1 chr7 64835280 64836882 - -ENSG00000182722.5 SEPHS1P1 chr7 64852397 64853354 - -ENSG00000213640.3 EEF1DP4 chr7 64862999 64864370 + -ENSG00000198039.11 ZNF273 chr7 64870172 64930966 + -ENSG00000189316.3 RP11-797H7.5 chr7 64888527 64890100 - -ENSG00000223476.1 VN1R42P chr7 64933273 64933616 + -ENSG00000270948.1 RP11-460N20.7 chr7 64942143 64942926 - -ENSG00000152926.14 ZNF117 chr7 64971776 65006684 - -ENSG00000213462.4 ERV3-1 chr7 64990809 65006743 - -ENSG00000201165.1 RNU6-1229P chr7 65023204 65023310 - -ENSG00000234585.6 CCT6P3 chr7 65038354 65074713 + -ENSG00000239985.2 RP11-460N20.3 chr7 65038372 65038565 + -ENSG00000207344.1 SNORA22 chr7 65065999 65066132 + -ENSG00000207062.1 SNORA15 chr7 65070538 65070672 + -ENSG00000227113.2 RP11-460N20.4 chr7 65075023 65078780 + -ENSG00000226002.1 GTF2IP14 chr7 65084103 65100232 + -ENSG00000280410.1 AC104073.2 chr7 65140528 65141723 - -ENSG00000164669.12 INTS4P1 chr7 65141225 65234216 + -ENSG00000237026.1 RP11-328P23.2 chr7 65235790 65236723 - -ENSG00000229064.1 RP11-746P2.5 chr7 65247608 65247758 - -ENSG00000265175.1 AC104073.1 chr7 65263414 65263509 + -ENSG00000282381.1 RP11-328P23.4 chr7 65269374 65306238 + -ENSG00000277544.1 RP11-746P2.6 chr7 65290429 65292776 + -ENSG00000252102.1 SNORA63 chr7 65326719 65326816 + -ENSG00000200130.1 SNORA63 chr7 65327396 65327473 + -ENSG00000231556.1 RSL24D1P3 chr7 65335174 65335668 - -ENSG00000232906.1 RP11-746P2.3 chr7 65355934 65357176 + -ENSG00000146757.13 ZNF92 chr7 65373799 65401135 + -ENSG00000238124.1 RP11-667F9.2 chr7 65463071 65463438 + -ENSG00000226767.1 RP11-328P23.3 chr7 65508773 65508944 - -ENSG00000235421.1 RP11-667F9.1 chr7 65525629 65554744 - -ENSG00000280427.1 AC104057.1 chr7 65554258 65555459 + -ENSG00000230386.4 RP13-157F18.2 chr7 65617077 65619214 + -ENSG00000272693.3 RP11-479O9.4 chr7 65647010 65770810 - -ENSG00000273024.5 INTS4P2 chr7 65647864 65715661 + -ENSG00000228409.5 CCT6P1 chr7 65751142 65763354 + -ENSG00000206634.1 SNORA22 chr7 65755526 65755659 + -ENSG00000206785.1 SNORA15 chr7 65760052 65760186 + -ENSG00000275833.1 RP11-479O9.3 chr7 65764535 65768306 + -ENSG00000224316.1 GTF2IP5 chr7 65773620 65802067 + -ENSG00000200670.1 RNU6-912P chr7 65814672 65814775 + -ENSG00000236529.1 RP13-254B10.1 chr7 65840212 65840596 + -ENSG00000201560.1 RNU6-973P chr7 65859660 65859766 - -ENSG00000196715.5 VKORC1L1 chr7 65873267 65959563 + -ENSG00000169919.16 GUSB chr7 65960684 65982314 - -ENSG00000224365.1 RP11-252P18.1 chr7 66004017 66004137 + -ENSG00000229886.1 RP5-1132H15.3 chr7 66025126 66031544 - -ENSG00000252997.1 AC068533.1 chr7 66056234 66056318 - -ENSG00000205596.4 RP5-1132H15.2 chr7 66070904 66071318 - -ENSG00000126522.16 ASL chr7 66075798 66093558 + -ENSG00000249319.2 AC068533.7 chr7 66087761 66152277 + -ENSG00000241258.6 CRCP chr7 66114604 66154568 + -ENSG00000234185.2 RP5-1132H15.1 chr7 66119603 66165011 - -ENSG00000169902.13 TPST1 chr7 66205199 66420543 + -ENSG00000252126.2 RNU6-313P chr7 66344303 66344414 + -ENSG00000179406.6 LINC00174 chr7 66376044 66401338 - -ENSG00000222364.1 RNU6-96P chr7 66395191 66395286 + -ENSG00000251451.1 GTF2IP9 chr7 66407288 66409239 - -ENSG00000230189.6 GS1-124K5.2 chr7 66409143 66490059 - -ENSG00000231234.2 SKP1P1 chr7 66423405 66423893 - -ENSG00000236928.3 RP11-792A8.1 chr7 66434634 66435154 - -ENSG00000279785.1 GS1-124K5.13 chr7 66474556 66475749 + -ENSG00000244510.1 GS1-124K5.7 chr7 66482801 66490108 - -ENSG00000244657.1 GS1-124K5.8 chr7 66485095 66486532 - -ENSG00000223473.2 GS1-124K5.3 chr7 66491049 66493566 - -ENSG00000237310.1 GS1-124K5.4 chr7 66493706 66495474 + -ENSG00000179342.4 GS1-124K5.9 chr7 66505155 66506223 - -ENSG00000234500.1 GS1-124K5.10 chr7 66511556 66545066 + -ENSG00000229180.5 GS1-124K5.11 chr7 66526088 66542624 - -ENSG00000275400.1 RP4-756H11.5 chr7 66553805 66554199 - -ENSG00000232559.3 GS1-124K5.12 chr7 66554588 66576923 - -ENSG00000232491.1 SAPCD2P3 chr7 66556216 66557065 + -ENSG00000177418.2 RP4-756H11.4 chr7 66556889 66557362 - -ENSG00000225573.4 RPL35P5 chr7 66606738 66607107 - -ENSG00000243335.8 KCTD7 chr7 66628881 66811187 + -ENSG00000226824.6 RP4-756H11.3 chr7 66654538 66669855 + -ENSG00000154710.15 RABGEF1 chr7 66682164 66811464 + -ENSG00000272831.1 RP11-792A8.4 chr7 66739829 66740385 - -ENSG00000271064.1 RP11-792A8.3 chr7 66748838 66749077 - -ENSG00000230583.6 GTF2IRD1P1 chr7 66809993 66844826 - -ENSG00000232546.1 RP11-458F8.1 chr7 66848496 66858136 + -ENSG00000230295.1 GTF2IP23 chr7 66880708 66882981 + -ENSG00000212568.1 RNU6-1254P chr7 66891188 66891291 + -ENSG00000273142.1 RP11-458F8.4 chr7 66902857 66906297 + -ENSG00000179131.7 RP11-458F8.3 chr7 66914581 66914943 + -ENSG00000274135.1 Metazoa_SRP chr7 66915063 66915334 - -ENSG00000106609.16 TMEM248 chr7 66921225 66958551 + -ENSG00000275878.1 RN7SL43P chr7 66980120 66980410 + -ENSG00000280772.1 AC079920.1 chr7 66980335 66980409 + -ENSG00000126524.9 SBDS chr7 66987677 66995601 - -ENSG00000198874.12 TYW1 chr7 66995173 67239519 + -ENSG00000233383.1 RP11-324F21.1 chr7 67089257 67089470 - -ENSG00000266525.1 MIR4650-1 chr7 67114322 67114397 - -ENSG00000265024.1 AC073089.1 chr7 67139071 67139170 - -ENSG00000230358.3 SPDYE21P chr7 67279778 67286230 + -ENSG00000067601.7 PMS2P4 chr7 67295608 67302907 - -ENSG00000201565.1 Y_RNA chr7 67297653 67297754 - -ENSG00000106610.14 STAG3L4 chr7 67302621 67321526 + -ENSG00000228019.1 RP11-166O4.4 chr7 67307605 67308356 - -ENSG00000273448.1 RP11-166O4.6 chr7 67333047 67334383 + -ENSG00000235475.1 LINC01372 chr7 67335976 67340024 + -ENSG00000265600.1 AC006480.1 chr7 67356680 67356779 + -ENSG00000226392.1 RP4-736H5.1 chr7 67627831 67628019 + -ENSG00000237466.1 RP4-736H5.2 chr7 67628022 67628349 + -ENSG00000233423.1 RP4-736H5.3 chr7 67691058 67697029 - -ENSG00000223948.1 RP11-421N10.1 chr7 67769629 67770468 - -ENSG00000225209.1 RP11-358M3.1 chr7 68020253 68032690 + -ENSG00000236531.2 RP5-945F2.2 chr7 68091223 68119209 + -ENSG00000232975.1 RP5-945F2.1 chr7 68097737 68098250 + -ENSG00000226829.1 RP5-945F2.3 chr7 68150283 68288233 - -ENSG00000237754.1 RP11-521C10.1 chr7 68241637 68242267 + -ENSG00000225959.1 MTND4P3 chr7 68266319 68266859 - -ENSG00000276921.1 AC025540.1 chr7 68405619 68405723 - -ENSG00000228429.1 RP5-859M6.1 chr7 68640798 68641584 + -ENSG00000222428.1 RNA5SP231 chr7 68723911 68724048 - -ENSG00000233689.1 RP11-123O1.1 chr7 69040152 69046803 + -ENSG00000200189.1 RNU6-832P chr7 69125270 69125376 + -ENSG00000236839.1 RP11-3P22.1 chr7 69187833 69189318 - -ENSG00000265655.1 AC069280.1 chr7 69190141 69190224 - -ENSG00000225718.1 RP11-3P22.2 chr7 69224696 69430923 - -ENSG00000230654.1 RP11-666G4.2 chr7 69330698 69331378 - -ENSG00000229031.1 RP11-666G4.1 chr7 69331835 69333633 - -ENSG00000252423.1 RNU6-229P chr7 69401202 69401303 - -ENSG00000200857.1 Y_RNA chr7 69507510 69507622 - -ENSG00000234215.2 RP5-942I16.1 chr7 69595958 69597448 - -ENSG00000158321.15 AUTS2 chr7 69598919 70793068 + -ENSG00000236978.1 RP11-575M4.1 chr7 70837738 70838013 + -ENSG00000281437.1 AC073873.1 chr7 70882405 70882540 - -ENSG00000185274.11 WBSCR17 chr7 71132169 71713600 + -ENSG00000277487.1 AC079398.3 chr7 71306592 71306698 + -ENSG00000265878.2 MIR3914-1 chr7 71307672 71307770 - -ENSG00000266688.1 AC079398.1 chr7 71310459 71310551 - -ENSG00000275687.1 AC079398.2 chr7 71328207 71328303 - -ENSG00000257902.2 AC073330.1 chr7 71617332 71617439 - -ENSG00000199940.1 RN7SKP75 chr7 71685452 71685747 - -ENSG00000183166.10 CALN1 chr7 71779491 72447151 - -ENSG00000201014.1 RNA5SP232 chr7 71913738 71913856 - -ENSG00000235581.1 GS1-111G14.1 chr7 71942259 71942468 + -ENSG00000228769.1 ABCF2P2 chr7 72103181 72104209 + -ENSG00000277149.4 TYW1B chr7 72558744 72828198 - -ENSG00000266772.1 AC211469.1 chr7 72673068 72673167 + -ENSG00000264494.1 MIR4650-2 chr7 72697903 72697978 + -ENSG00000270694.1 RP11-535E8.2 chr7 72722885 72723089 + -ENSG00000270555.1 RP11-1394O16.1 chr7 72768798 72769191 + -ENSG00000266569.2 RN7SL377P chr7 72822894 72823171 - -ENSG00000225648.5 SBDSP1 chr7 72829425 72836701 + -ENSG00000274656.1 RN7SL625P chr7 72841437 72841727 - -ENSG00000179994.10 SPDYE7P chr7 72862757 72870510 - -ENSG00000196313.11 POM121 chr7 72879365 72951440 + -ENSG00000272843.1 RP11-313P13.5 chr7 72924418 72925125 - -ENSG00000106133.17 NSUN5P2 chr7 72947581 72954790 - -ENSG00000155428.12 TRIM74 chr7 72959485 72969466 - -ENSG00000174353.17 STAG3L3 chr7 72969696 73005922 - -ENSG00000205584.6 AC005488.11 chr7 72969814 72971727 + -ENSG00000276178.1 Y_RNA chr7 72983360 72983461 - -ENSG00000229018.5 PMS2P7 chr7 73005541 73021103 + -ENSG00000201282.1 Y_RNA chr7 73011144 73011245 + -ENSG00000273520.4 SPDYE8P chr7 73020338 73029766 - -ENSG00000273897.1 CH17-264B6.4 chr7 73037371 73049246 + -ENSG00000273927.1 Y_RNA chr7 73039085 73039186 + -ENSG00000275976.4 SPDYE11 chr7 73048055 73057911 - -ENSG00000277125.1 CH17-264B6.3 chr7 73065529 73077353 + -ENSG00000274984.1 Y_RNA chr7 73067231 73067332 + -ENSG00000273626.1 AC211476.1 chr7 73068571 73068634 - -ENSG00000262461.5 SPDYE9P chr7 73076165 73086038 - -ENSG00000174384.9 RP11-313P13.4 chr7 73093657 73105389 + -ENSG00000199913.1 Y_RNA chr7 73095357 73095458 + -ENSG00000274570.4 SPDYE10P chr7 73104201 73111140 - -ENSG00000233369.7 GTF2IP4 chr7 73154938 73207283 + -ENSG00000233523.1 PHBP5 chr7 73187969 73188736 - -ENSG00000182487.12 NCF1B chr7 73220624 73235945 + -ENSG00000214544.7 GTF2IRD2P1 chr7 73242751 73280119 - -ENSG00000205578.5 POM121B chr7 73293497 73301161 + -ENSG00000130305.16 NSUN5 chr7 73302517 73308867 - -ENSG00000146755.10 TRIM50 chr7 73312539 73328082 - -ENSG00000225005.1 RP11-483G21.3 chr7 73314107 73315213 + -ENSG00000077800.11 FKBP6 chr7 73328164 73358637 + -ENSG00000206709.1 RNU6-1080P chr7 73339094 73339200 - -ENSG00000202035.1 Y_RNA chr7 73403788 73403889 - -ENSG00000188763.4 FZD9 chr7 73433783 73436120 + -ENSG00000009954.10 BAZ1B chr7 73440398 73522278 - -ENSG00000252713.1 RNU6-1198P chr7 73507208 73507274 + -ENSG00000106635.7 BCL7B chr7 73536356 73558002 - -ENSG00000106638.15 TBL2 chr7 73568932 73578791 - -ENSG00000009950.15 MLXIPL chr7 73593194 73624543 - -ENSG00000274080.1 CTA-315H11.2 chr7 73609262 73611502 - -ENSG00000176428.5 VPS37D chr7 73667825 73672112 + -ENSG00000176410.7 DNAJC30 chr7 73680969 73683453 - -ENSG00000071462.11 WBSCR22 chr7 73683025 73705161 + -ENSG00000106089.11 STX1A chr7 73699206 73719672 - -ENSG00000265724.1 MIR4284 chr7 73711317 73711397 + -ENSG00000241709.3 RN7SL265P chr7 73732569 73732868 - -ENSG00000225969.1 ABHD11-AS1 chr7 73735038 73736054 + -ENSG00000106077.18 ABHD11 chr7 73736094 73738867 - -ENSG00000165215.6 CLDN3 chr7 73768997 73770270 - -ENSG00000189143.9 CLDN4 chr7 73799542 73832693 + -ENSG00000165171.10 WBSCR27 chr7 73834590 73842535 - -ENSG00000175877.3 WBSCR28 chr7 73861159 73865893 + -ENSG00000261467.2 RP11-731K22.1 chr7 73985992 73988767 + -ENSG00000049540.16 ELN chr7 74027789 74069907 + -ENSG00000232415.1 CTB-51J22.1 chr7 74059576 74062284 - -ENSG00000106683.14 LIMK1 chr7 74082933 74122525 + -ENSG00000106682.14 EIF4H chr7 74174245 74197101 + -ENSG00000207741.1 MIR590 chr7 74191198 74191294 + -ENSG00000086730.16 LAT2 chr7 74199652 74229834 + -ENSG00000049541.10 RFC2 chr7 74231499 74254458 - -ENSG00000106665.15 CLIP2 chr7 74289475 74405943 + -ENSG00000006704.10 GTF2IRD1 chr7 74453790 74602604 + -ENSG00000280743.1 Metazoa_SRP chr7 74486691 74486955 + -ENSG00000238391.1 RNA5SP233 chr7 74487428 74487540 - -ENSG00000273069.1 RP5-1186P10.2 chr7 74606913 74607299 + -ENSG00000279005.1 RP5-1186P10.1 chr7 74633510 74633884 - -ENSG00000263001.5 GTF2I chr7 74657667 74760692 + -ENSG00000232729.7 AC083884.8 chr7 74688939 74729001 - -ENSG00000262648.1 PHBP15 chr7 74741457 74742121 - -ENSG00000158517.13 NCF1 chr7 74773962 74789315 + -ENSG00000196275.13 GTF2IRD2 chr7 74796144 74851551 - -ENSG00000277072.4 STAG3L2 chr7 74882163 74890610 - -ENSG00000123965.13 PMS2P5 chr7 74894116 74897835 + -ENSG00000239069.1 Y_RNA chr7 74895816 74895917 + -ENSG00000184616.8 SPDYE12P chr7 74906673 74913256 - -ENSG00000274070.1 GATSL2 chr7 74964818 75024798 + -ENSG00000274523.4 WBSCR16 chr7 75027122 75074228 - -ENSG00000277127.1 Metazoa_SRP chr7 75057877 75058188 + -ENSG00000174428.16 GTF2IRD2B chr7 75092573 75149817 + -ENSG00000165178.9 NCF1C chr7 75156639 75172044 - -ENSG00000277053.4 GTF2IP1 chr7 75185385 75237696 - -ENSG00000276592.1 PHBP6 chr7 75203926 75204711 + -ENSG00000277675.1 AC004878.2 chr7 75225433 75234310 + -ENSG00000263081.1 AC004878.8 chr7 75232928 75233924 + -ENSG00000275121.1 CH17-232I21.1 chr7 75237293 75237405 - -ENSG00000274959.1 SPDYE13P chr7 75281267 75287118 + -ENSG00000276840.1 PMS2P10 chr7 75288120 75299795 - -ENSG00000267828.1 Y_RNA chr7 75297990 75298091 - -ENSG00000278807.1 SPDYE14P chr7 75309144 75315046 + -ENSG00000273598.1 PMS2P6 chr7 75316048 75327765 - -ENSG00000202021.1 Y_RNA chr7 75325959 75326060 - -ENSG00000278080.1 SPDYE15P chr7 75337162 75343013 + -ENSG00000278416.1 PMS2P2 chr7 75344015 75359550 - -ENSG00000199870.1 Y_RNA chr7 75353885 75353986 - -ENSG00000205583.13 STAG3L1 chr7 75359194 75395383 + -ENSG00000275930.1 Y_RNA chr7 75381638 75381739 + -ENSG00000146722.11 AC006014.8 chr7 75391955 75395434 - -ENSG00000178809.11 TRIM73 chr7 75395063 75410996 + -ENSG00000223705.9 NSUN5P1 chr7 75410322 75416787 + -ENSG00000272391.5 POM121C chr7 75416787 75486271 - -ENSG00000242073.2 AC006014.7 chr7 75474707 75486108 - -ENSG00000170092.14 SPDYE5 chr7 75493625 75504304 + -ENSG00000127957.16 PMS2P3 chr7 75502930 75528148 - -ENSG00000200874.1 Y_RNA chr7 75513025 75513126 - -ENSG00000127946.16 HIP1 chr7 75533300 75738962 - -ENSG00000279996.1 CTB-139P11.2 chr7 75625089 75626970 - -ENSG00000006606.8 CCL26 chr7 75769533 75789896 - -ENSG00000106178.6 CCL24 chr7 75811665 75823356 - -ENSG00000219039.2 AC005102.1 chr7 75835663 75836141 + -ENSG00000005486.16 RHBDD2 chr7 75842602 75888926 + -ENSG00000127948.13 POR chr7 75899200 75986855 + -ENSG00000265020.1 MIR4651 chr7 75915197 75915269 + -ENSG00000235090.1 RPL7L1P3 chr7 75922755 75923443 + -ENSG00000201643.1 SNORA14A chr7 75943782 75943916 + -ENSG00000189077.10 TMEM120A chr7 75986837 75994659 - -ENSG00000127952.16 STYXL1 chr7 75996338 76048004 - -ENSG00000280388.1 RP11-229D13.3 chr7 76043977 76045963 - -ENSG00000146701.11 MDH2 chr7 76048051 76067508 + -ENSG00000230882.1 AC005077.14 chr7 76071469 76074963 - -ENSG00000251798.1 RNU6-863P chr7 76087444 76087547 + -ENSG00000227038.2 GTF2IP7 chr7 76090431 76108779 - -ENSG00000241778.1 AC005077.9 chr7 76108434 76108763 - -ENSG00000213549.3 AC005077.8 chr7 76113026 76113400 - -ENSG00000224273.1 AC005077.7 chr7 76117725 76132187 - -ENSG00000228829.1 AC005077.5 chr7 76173733 76177205 + -ENSG00000177679.15 SRRM3 chr7 76201900 76287288 + -ENSG00000106211.8 HSPB1 chr7 76302544 76304295 + -ENSG00000170027.6 YWHAG chr7 76326794 76359031 - -ENSG00000213548.3 AC005522.6 chr7 76361768 76362113 + -ENSG00000146700.8 SSC4D chr7 76389334 76409695 - -ENSG00000188372.14 ZP3 chr7 76397518 76442071 + -ENSG00000091073.19 DTX2 chr7 76461676 76505995 + -ENSG00000233980.1 FDPSP2 chr7 76470162 76471058 - -ENSG00000250614.1 AC007078.4 chr7 76474587 76478856 - -ENSG00000243566.6 UPK3B chr7 76510428 76516521 + -ENSG00000250778.1 AC004980.8 chr7 76521611 76522074 + -ENSG00000238560.1 Y_RNA chr7 76523605 76523706 + -ENSG00000230305.2 AC004980.9 chr7 76524515 76532692 + -ENSG00000185040.13 SPDYE16 chr7 76531319 76541459 - -ENSG00000205485.13 AC004980.7 chr7 76549360 76627982 + -ENSG00000146707.14 POMZP3 chr7 76609986 76627261 - -ENSG00000214243.3 AC004980.10 chr7 76650401 76650897 - -ENSG00000221249.1 AC004980.1 chr7 76697502 76697654 - -ENSG00000231183.3 AC007003.1 chr7 76902491 76919191 + -ENSG00000231087.2 FDPSP7 chr7 76968197 76969250 - -ENSG00000236280.1 AC114737.3 chr7 76968346 76968518 + -ENSG00000225703.1 AC005522.7 chr7 76972679 76976961 - -ENSG00000186704.9 DTX2P1 chr7 76978617 77004308 + -ENSG00000265479.5 DTX2P1-UPK3BP1-PMS2P11 chr7 76980949 77043775 + -ENSG00000242435.1 UPK3BP1 chr7 77004662 77005774 + -ENSG00000241350.1 PMS2P11 chr7 77011551 77015853 + -ENSG00000201885.1 Y_RNA chr7 77013583 77013684 + -ENSG00000186645.7 SPDYE17 chr7 77024691 77030572 - -ENSG00000233448.2 PMS2P9 chr7 77039944 77043776 + -ENSG00000201959.1 Y_RNA chr7 77041647 77041748 + -ENSG00000259628.1 RP11-467H10.2 chr7 77043721 77198626 + -ENSG00000205482.8 SPDYE18 chr7 77052785 77059440 - -ENSG00000237815.1 AC007000.11 chr7 77060345 77060479 - -ENSG00000225726.1 AC007000.10 chr7 77071751 77072237 - -ENSG00000214439.3 FAM185BP chr7 77083886 77122116 - -ENSG00000213542.3 RP11-467H10.1 chr7 77115399 77116192 - -ENSG00000135205.14 CCDC146 chr7 77122434 77329533 + -ENSG00000127951.5 FGL2 chr7 77193371 77199826 - -ENSG00000250990.1 AC073635.5 chr7 77246340 77258123 - -ENSG00000186088.15 GSAP chr7 77310751 77416400 - -ENSG00000273341.1 RP5-899E9.1 chr7 77416673 77425443 + -ENSG00000237620.1 GCNT1P5 chr7 77461458 77462139 + -ENSG00000127947.15 PTPN12 chr7 77537275 77640071 + -ENSG00000214293.8 APTR chr7 77657660 77696265 - -ENSG00000187257.14 RSBN1L chr7 77696443 77783022 + -ENSG00000135211.5 TMEM60 chr7 77793728 77798580 - -ENSG00000006576.16 PHTF2 chr7 77798792 77957503 + -ENSG00000222432.1 Y_RNA chr7 77895880 77895992 + -ENSG00000232756.1 RP5-1185I7.1 chr7 77990384 77995171 + -ENSG00000187391.17 MAGI2 chr7 78017057 79453574 - -ENSG00000281008.1 RP4-587D13.1 chr7 78134079 78134851 + -ENSG00000280958.1 RP4-587D13.2 chr7 78170195 78170915 + -ENSG00000231322.5 RPL13AP17 chr7 78347142 78359458 + -ENSG00000226230.1 AC007237.2 chr7 78486530 78487028 + -ENSG00000235751.3 MAGI2-IT1 chr7 78901275 79000298 - -ENSG00000251276.1 MAGI2-AS1 chr7 78939850 78940895 + -ENSG00000226978.1 MAGI2-AS2 chr7 79008988 79012277 + -ENSG00000212545.1 RNU6-337P chr7 79030240 79030345 + -ENSG00000229110.1 AC006355.3 chr7 79124739 79125750 + -ENSG00000281120.1 RP5-1093G23.1 chr7 79139829 79177210 + -ENSG00000212482.1 RNU6-530P chr7 79343266 79343372 - -ENSG00000222024.2 AC004945.1 chr7 79353410 79354392 + -ENSG00000234456.7 MAGI2-AS3 chr7 79452877 79471208 + -ENSG00000226285.1 AC091813.2 chr7 79543911 79544853 - -ENSG00000200786.1 RNA5SP234 chr7 79654109 79654227 + -ENSG00000206818.1 RNU6-849P chr7 79912104 79912208 - -ENSG00000230853.1 AC004159.1 chr7 80096600 80097215 - -ENSG00000127955.15 GNAI1 chr7 80133955 80219402 + -ENSG00000244392.3 RN7SL869P chr7 80245926 80246225 + -ENSG00000234223.2 AC003988.1 chr7 80246409 80312456 - -ENSG00000232667.9 AC004862.6 chr7 80312574 80391474 - -ENSG00000240347.3 RN7SL35P chr7 80318253 80318544 + -ENSG00000135218.17 CD36 chr7 80369575 80679277 + -ENSG00000223550.1 SNRPBP1 chr7 80377554 80377835 - -ENSG00000214415.3 GNAT3 chr7 80458671 80512020 - -ENSG00000229436.1 AC073850.6 chr7 80662331 80662585 - -ENSG00000075223.13 SEMA3C chr7 80742538 80922359 - -ENSG00000279326.1 RP5-1136A10.1 chr7 80972516 80974724 - -ENSG00000237896.6 AC005008.2 chr7 81175508 81199115 + -ENSG00000226671.1 AC005008.3 chr7 81191398 81192009 + -ENSG00000273949.1 AC004541.1 chr7 81294538 81294621 - -ENSG00000223514.1 AC004866.1 chr7 81335106 81335183 + -ENSG00000224134.1 AC004866.3 chr7 81431731 81432796 + -ENSG00000232968.1 EIF4EP4 chr7 81463036 81463613 - -ENSG00000234113.2 AC008163.4 chr7 81528403 81561783 - -ENSG00000233491.6 AC010091.1 chr7 81576386 81626216 - -ENSG00000230196.1 DDX43P3 chr7 81610884 81611326 - -ENSG00000019991.15 HGF chr7 81699006 81770438 - -ENSG00000263416.1 AC006145.1 chr7 81920203 81920270 - -ENSG00000153956.15 CACNA2D1 chr7 81946444 82443798 - -ENSG00000223770.5 AC006145.4 chr7 82009177 82029955 + -ENSG00000221262.1 AC005159.1 chr7 82290077 82290162 + -ENSG00000213530.3 MTHFD2P5 chr7 82589848 82590691 - -ENSG00000228711.1 AC004006.2 chr7 82657035 82657411 + -ENSG00000186472.19 PCLO chr7 82754013 83162930 - -ENSG00000202281.1 RNA5SP235 chr7 83017898 83018011 + -ENSG00000235503.2 AC079799.2 chr7 83355154 83362266 + -ENSG00000170381.12 SEMA3E chr7 83363906 83649010 - -ENSG00000230617.1 AC079987.2 chr7 83424880 83425002 + -ENSG00000230244.1 RAD23BP2 chr7 83663419 83664625 + -ENSG00000222994.1 AC006322.1 chr7 83919602 83919703 - -ENSG00000075213.10 SEMA3A chr7 83955777 84492724 - -ENSG00000227982.1 RPL7P30 chr7 84528122 84528830 - -ENSG00000235139.2 AC003984.1 chr7 84532476 84584322 + -ENSG00000265050.1 AC092022.1 chr7 84665924 84666008 - -ENSG00000235243.1 AC093716.1 chr7 84847877 84848253 - -ENSG00000232605.2 HMGN2P11 chr7 84876554 84876956 + -ENSG00000280325.1 AC074183.3 chr7 84939335 84940256 - -ENSG00000232019.1 AC074183.4 chr7 84939349 84940245 - -ENSG00000229251.3 HNRNPA1P8 chr7 84983556 84984506 + -ENSG00000153993.13 SEMA3D chr7 84995553 85186855 - -ENSG00000224059.1 HSPA8P16 chr7 85027828 85029692 + -ENSG00000230614.3 DYNLL1P7 chr7 85381118 85381375 - -ENSG00000225128.1 LINC00972 chr7 85421122 85489293 + -ENSG00000227785.1 AC092013.1 chr7 85636013 85636344 - -ENSG00000236610.1 SOCS5P1 chr7 86216785 86217733 - -ENSG00000198822.10 GRM3 chr7 86643914 86864884 + -ENSG00000231255.1 AC005009.1 chr7 86775081 86776022 - -ENSG00000233073.1 AC005009.2 chr7 86784226 86786670 - -ENSG00000164659.14 KIAA1324L chr7 86876906 87059699 - -ENSG00000261462.1 CTA-254O6.1 chr7 87109539 87111282 + -ENSG00000224046.1 AC005076.5 chr7 87151423 87152420 - -ENSG00000135164.18 DMTF1 chr7 87152361 87196337 + -ENSG00000278236.1 uc_338 chr7 87184849 87185020 + -ENSG00000135185.11 TMEM243 chr7 87196160 87220587 - -ENSG00000200397.1 Y_RNA chr7 87218611 87218712 - -ENSG00000182165.17 TP53TG1 chr7 87325225 87345515 - -ENSG00000273623.1 TP53TG1_1 chr7 87345082 87345233 + -ENSG00000276185.1 TP53TG1_2 chr7 87345305 87345486 + -ENSG00000005469.11 CROT chr7 87345681 87399795 + -ENSG00000005471.15 ABCB4 chr7 87401697 87480435 - -ENSG00000085563.14 ABCB1 chr7 87503633 87713323 - -ENSG00000231956.1 HNRNPA1P9 chr7 87521461 87522410 + -ENSG00000105784.15 RUNDC3B chr7 87627548 87832296 + -ENSG00000075303.12 SLC25A40 chr7 87833568 87876357 - -ENSG00000006634.7 DBF4 chr7 87876216 87909541 + -ENSG00000008277.14 ADAM22 chr7 87934143 88202889 + -ENSG00000075142.13 SRI chr7 88205118 88226993 - -ENSG00000254003.1 CTB-167B5.1 chr7 88216660 88219226 + -ENSG00000228113.7 AC003991.3 chr7 88219359 88304367 + -ENSG00000127954.12 STEAP4 chr7 88270892 88306891 - -ENSG00000225701.1 EIF4A1P13 chr7 88448788 88449017 - -ENSG00000207094.1 SNORA67 chr7 88449092 88449231 - -ENSG00000270812.1 CTA-326K9.1 chr7 88455309 88456191 + -ENSG00000235639.1 AC002069.6 chr7 88512029 88513187 - -ENSG00000228928.1 AC002069.5 chr7 88564793 88566281 - -ENSG00000231763.1 PQLC1P1 chr7 88610241 88610669 - -ENSG00000237709.1 EEF1A1P28 chr7 88639014 88640416 + -ENSG00000211518.1 AC006988.1 chr7 88640521 88640627 + -ENSG00000233420.1 AC002127.4 chr7 88710631 88756725 + -ENSG00000227979.1 AC002127.2 chr7 88749470 88749694 + -ENSG00000182348.6 ZNF804B chr7 88759368 89337057 + -ENSG00000164645.2 C7orf62 chr7 88794106 88795721 - -ENSG00000227863.2 AC002383.2 chr7 89443974 89494262 + -ENSG00000239075.1 RNU6-274P chr7 89754620 89754726 - -ENSG00000227646.7 STEAP2-AS1 chr7 89882353 90211635 - -ENSG00000238358.2 RP5-1121E10.2 chr7 90119299 90122890 - -ENSG00000235436.10 DPY19L2P4 chr7 90119400 90125600 + -ENSG00000164647.8 STEAP1 chr7 90154375 90164829 + -ENSG00000157214.13 STEAP2 chr7 90167590 90238137 + -ENSG00000223029.1 AC004969.1 chr7 90171341 90171424 + -ENSG00000105792.19 CFAP69 chr7 90245174 90311063 + -ENSG00000207488.1 Y_RNA chr7 90251923 90252020 + -ENSG00000234459.1 AC002064.4 chr7 90266034 90270216 - -ENSG00000225498.1 AC002064.5 chr7 90312496 90322592 + -ENSG00000105793.15 GTPBP10 chr7 90335223 90391455 + -ENSG00000280440.1 AC002064.7 chr7 90345873 90346218 - -ENSG00000157224.15 CLDN12 chr7 90383721 90513402 + -ENSG00000273299.1 CTB-13L3.1 chr7 90403434 90513391 + -ENSG00000058091.16 CDK14 chr7 90466424 91210590 + -ENSG00000251154.1 AC006153.3 chr7 90469787 90488964 + -ENSG00000223969.5 AC002456.2 chr7 90590619 90597353 - -ENSG00000223584.1 TVP23CP1 chr7 90631906 90632568 + -ENSG00000226254.1 PTP4A1P3 chr7 91107374 91107793 + -ENSG00000157240.3 FZD1 chr7 91264364 91271326 + -ENSG00000243144.6 RP11-115N4.1 chr7 91311368 91515409 + -ENSG00000225843.1 NIPA2P1 chr7 91320128 91321103 - -ENSG00000235450.1 RP11-142A5.1 chr7 91380778 91556848 - -ENSG00000223665.1 CTB-111F10.1 chr7 91638847 91643512 - -ENSG00000127989.13 MTERF1 chr7 91692008 91880720 - -ENSG00000127914.16 AKAP9 chr7 91940867 92110673 + -ENSG00000001630.15 CYP51A1 chr7 92112151 92142952 - -ENSG00000240720.7 LRRD1 chr7 92112159 92179531 - -ENSG00000188693.7 CYP51A1-AS1 chr7 92134604 92180725 + -ENSG00000001631.14 KRIT1 chr7 92198969 92246166 - -ENSG00000243107.1 AC000120.7 chr7 92200014 92206857 - -ENSG00000200769.1 Y_RNA chr7 92202243 92202334 - -ENSG00000221520.1 MIR1285-1 chr7 92204015 92204098 - -ENSG00000001629.9 ANKIB1 chr7 92246234 92401384 + -ENSG00000230927.2 TMBIM7P chr7 92412976 92439562 - -ENSG00000270453.1 CTB-10G5.1 chr7 92442077 92442489 + -ENSG00000157259.6 GATAD1 chr7 92447453 92458836 + -ENSG00000244055.1 AC007566.10 chr7 92457564 92491610 + -ENSG00000242950.6 ERVW-1 chr7 92468380 92477986 - -ENSG00000127980.15 PEX1 chr7 92487020 92528531 - -ENSG00000127993.14 RBM48 chr7 92528773 92538005 + -ENSG00000278819.1 RP5-1099C19.2 chr7 92540268 92557877 - -ENSG00000234545.7 FAM133B chr7 92560793 92590394 - -ENSG00000105810.9 CDK6 chr7 92604921 92836594 - -ENSG00000206763.1 RNU6-10P chr7 92701708 92701814 - -ENSG00000237819.5 AC002454.1 chr7 92836483 92917187 + -ENSG00000266794.2 RN7SL7P chr7 92971002 92971299 - -ENSG00000205413.7 SAMD9 chr7 93099513 93118023 - -ENSG00000177409.11 SAMD9L chr7 93130055 93148369 - -ENSG00000188175.9 HEPACAM2 chr7 93188586 93226524 - -ENSG00000004766.15 CCDC132 chr7 93232340 93361121 + -ENSG00000004948.13 CALCR chr7 93424487 93574730 - -ENSG00000208014.1 MIR653 chr7 93482760 93482855 - -ENSG00000207656.1 MIR489 chr7 93483936 93484019 - -ENSG00000127928.12 GNGT1 chr7 93591573 93911265 + -ENSG00000281203.1 AC005024.1 chr7 93640349 93640416 - -ENSG00000237729.2 AC002075.4 chr7 93669826 93670077 - -ENSG00000265423.1 MIR4652 chr7 93716928 93717005 + -ENSG00000225898.1 AC002075.3 chr7 93777839 93778514 + -ENSG00000213483.4 NDUFAF4P2 chr7 93844789 93845308 + -ENSG00000105825.11 TFPI2 chr7 93885397 93890991 - -ENSG00000234695.1 AC002076.10 chr7 93890913 93893601 + -ENSG00000278388.1 GS1-345D13.1 chr7 93914987 93915108 + -ENSG00000127920.5 GNG11 chr7 93921699 93928610 + -ENSG00000278959.1 RP11-455I9.1 chr7 93954044 93956519 - -ENSG00000105829.11 BET1 chr7 93962762 94004382 - -ENSG00000236861.6 AC006378.2 chr7 93969442 94011113 + -ENSG00000236453.5 AC003092.1 chr7 94022833 94066661 + -ENSG00000236938.1 AC003092.2 chr7 94071759 94077157 - -ENSG00000164692.17 COL1A2 chr7 94394561 94431232 + -ENSG00000222870.1 RNU6-1328P chr7 94495299 94495404 + -ENSG00000127995.16 CASD1 chr7 94509219 94557019 + -ENSG00000127990.15 SGCE chr7 94585230 94656209 - -ENSG00000242265.5 PEG10 chr7 94656325 94669695 + -ENSG00000232385.2 RPS3AP25 chr7 94695027 94695819 - -ENSG00000239030.1 RNU6-956P chr7 94712409 94712511 + -ENSG00000214342.2 ATP5F1P2 chr7 94738652 94739411 + -ENSG00000230682.1 GRPEL2P3 chr7 94782886 94783525 + -ENSG00000222220.1 RN7SKP129 chr7 94801514 94801812 + -ENSG00000219807.2 ARF1P1 chr7 94833904 94834447 + -ENSG00000158528.11 PPP1R9A chr7 94907202 95296415 + -ENSG00000271159.1 HINT1P2 chr7 95018163 95018397 - -ENSG00000231153.1 AC002429.4 chr7 95018407 95018554 + -ENSG00000201607.1 RNU4-16P chr7 95098227 95098367 + -ENSG00000236197.2 AC002429.5 chr7 95154713 95214332 - -ENSG00000277296.1 AC002429.1 chr7 95156606 95156671 - -ENSG00000005421.8 PON1 chr7 95297676 95324707 - -ENSG00000237160.2 AC004022.7 chr7 95348718 95348910 - -ENSG00000228751.1 AC004022.8 chr7 95350164 95351229 + -ENSG00000105852.10 PON3 chr7 95359944 95396368 - -ENSG00000105854.12 PON2 chr7 95404863 95435329 - -ENSG00000273138.1 GS1-293C5.1 chr7 95416108 95416462 + -ENSG00000233942.1 AC004012.1 chr7 95471835 95473998 + -ENSG00000005981.12 ASB4 chr7 95478444 95540232 + -ENSG00000279525.1 GS1-306C12.1 chr7 95542145 95544542 + -ENSG00000004799.7 PDK4 chr7 95583499 95596491 - -ENSG00000231170.5 AC002451.3 chr7 95596682 95613719 + -ENSG00000158560.14 DYNC1I1 chr7 95772506 96110322 + -ENSG00000279067.1 GS1-25M2.1 chr7 96118647 96119995 + -ENSG00000004864.13 SLC25A13 chr7 96120220 96322147 - -ENSG00000208025.1 MIR591 chr7 96219662 96219756 - -ENSG00000237551.1 AC096775.2 chr7 96283357 96283804 + -ENSG00000220987.1 AC084368.1 chr7 96306760 96306860 - -ENSG00000275834.1 RP11-440E5.1 chr7 96306810 96306874 + -ENSG00000207045.1 RNU6-532P chr7 96330638 96330744 + -ENSG00000207115.1 RNU6-364P chr7 96341140 96341246 + -ENSG00000252872.1 RNU7-188P chr7 96377857 96377920 + -ENSG00000238385.1 AC004458.1 chr7 96468331 96468422 - -ENSG00000127922.9 SHFM1 chr7 96481626 96709891 - -ENSG00000227284.2 MARK2P10 chr7 96858182 96859618 + -ENSG00000244318.3 RN7SL252P chr7 96940068 96940364 - -ENSG00000231764.8 DLX6-AS1 chr7 96955141 97014065 - -ENSG00000274409.1 Evf1_1 chr7 96965302 96965481 + -ENSG00000277124.1 Evf1_2 chr7 96965489 96965695 + -ENSG00000006377.10 DLX6 chr7 97005548 97011039 + -ENSG00000274709.1 Evf-2_5p chr7 97013925 97014066 - -ENSG00000105880.4 DLX5 chr7 97020392 97025097 - -ENSG00000196636.7 SDHAF3 chr7 97116590 97181763 + -ENSG00000224551.1 HMGB3P21 chr7 97135015 97135561 - -ENSG00000224475.1 AC073900.4 chr7 97200708 97201483 - -ENSG00000221192.1 AC004745.1 chr7 97291514 97291596 - -ENSG00000226046.1 AP1S2P1 chr7 97437518 97437896 + -ENSG00000199475.1 RN7SKP104 chr7 97598933 97599260 - -ENSG00000006128.11 TAC1 chr7 97731908 97740472 + -ENSG00000070669.16 ASNS chr7 97852118 97872542 - -ENSG00000226744.1 AC079781.5 chr7 97870167 97870289 + -ENSG00000231812.1 SNRPCP9 chr7 97885868 97886074 + -ENSG00000237818.1 RPS3AP29 chr7 97898347 97899115 - -ENSG00000221048.1 AC079781.1 chr7 97905972 97906119 + -ENSG00000231859.1 AC007875.2 chr7 97906429 97906822 + -ENSG00000232032.1 AC079781.7 chr7 97908256 97908424 + -ENSG00000232097.1 AC079781.8 chr7 97938439 97938794 - -ENSG00000238228.1 OR7E7P chr7 97946987 97947998 - -ENSG00000266318.1 MIR5692A1 chr7 97963658 97963726 + -ENSG00000266668.1 MIR5692C2 chr7 97964405 97964481 - -ENSG00000183444.10 OR7E38P chr7 97966090 97967074 - -ENSG00000243554.1 AC004967.7 chr7 97969005 97972254 - -ENSG00000135175.5 OCM2 chr7 97984684 97991169 - -ENSG00000277946.1 RN7SL478P chr7 97998325 97998622 + -ENSG00000164715.5 LMTK2 chr7 98106885 98209633 + -ENSG00000180535.3 BHLHA15 chr7 98211427 98212979 + -ENSG00000205356.9 TECPR1 chr7 98214624 98252251 - -ENSG00000164713.9 BRI3 chr7 98252379 98310441 + -ENSG00000006453.13 BAIAP2L1 chr7 98291651 98401068 - -ENSG00000272950.1 RP11-307C18.1 chr7 98322853 98323430 + -ENSG00000214389.2 RPS3AP26 chr7 98385801 98386584 - -ENSG00000213455.3 AC091654.7 chr7 98454119 98454617 - -ENSG00000223402.1 AC074121.4 chr7 98478551 98479225 - -ENSG00000106236.3 NPTX2 chr7 98617297 98629868 + -ENSG00000207204.1 RNU6-393P chr7 98794718 98794824 - -ENSG00000166448.14 TMEM130 chr7 98846488 98870771 - -ENSG00000196367.12 TRRAP chr7 98877933 99013243 + -ENSG00000266019.1 MIR3609 chr7 98881650 98881729 + -ENSG00000238109.1 AC004893.10 chr7 98998538 98999930 - -ENSG00000242687.2 AC004893.11 chr7 99013165 99048240 + -ENSG00000198742.9 SMURF1 chr7 99027438 99144100 - -ENSG00000185467.7 KPNA7 chr7 99173574 99207506 - -ENSG00000002079.12 MYH16 chr7 99238794 99311130 + -ENSG00000241685.8 ARPC1A chr7 99325898 99388164 + -ENSG00000130429.12 ARPC1B chr7 99374249 99394801 + -ENSG00000106244.12 PDAP1 chr7 99392048 99408829 - -ENSG00000106245.9 BUD31 chr7 99408641 99419616 + -ENSG00000106246.17 PTCD1 chr7 99416739 99466163 - -ENSG00000248919.7 ATP5J2-PTCD1 chr7 99419749 99466197 - -ENSG00000160917.14 CPSF4 chr7 99438922 99457371 + -ENSG00000228335.1 AC073063.10 chr7 99442890 99443496 - -ENSG00000241468.7 ATP5J2 chr7 99448475 99466331 - -ENSG00000198556.13 ZNF789 chr7 99472841 99503650 + -ENSG00000160908.14 ZNF394 chr7 99486519 99500324 - -ENSG00000196652.11 ZKSCAN5 chr7 99504651 99534700 + -ENSG00000221909.2 FAM200A chr7 99546308 99558536 - -ENSG00000197343.10 ZNF655 chr7 99558406 99576453 + -ENSG00000272647.1 GS1-259H13.11 chr7 99558668 99607810 + -ENSG00000265324.1 AC005020.1 chr7 99586915 99586999 + -ENSG00000244219.6 GS1-259H13.2 chr7 99598066 99610813 + -ENSG00000197037.10 ZSCAN25 chr7 99616946 99632407 + -ENSG00000224448.1 GS1-259H13.7 chr7 99638242 99638767 - -ENSG00000106258.13 CYP3A5 chr7 99648194 99679998 - -ENSG00000282301.1 CYP3A7-CYP3A51P chr7 99684957 99735102 - -ENSG00000282277.1 CYP3AP1 chr7 99685145 99700034 - -ENSG00000160870.12 CYP3A7 chr7 99705037 99735196 - -ENSG00000221487.1 AC069294.1 chr7 99713037 99713152 + -ENSG00000160868.14 CYP3A4 chr7 99756960 99784265 - -ENSG00000273407.1 RP11-757A13.1 chr7 99766543 99766892 + -ENSG00000261511.1 CTD-3244O18.7 chr7 99820018 99820086 + -ENSG00000021461.16 CYP3A43 chr7 99828013 99866102 + -ENSG00000260445.1 CTD-3244O18.5 chr7 99869841 99869894 + -ENSG00000260524.1 CYP3A52P chr7 99872168 99872258 + -ENSG00000244623.1 OR2AE1 chr7 99875987 99877057 - -ENSG00000146833.15 TRIM4 chr7 99876958 99919600 - -ENSG00000176402.5 GJC3 chr7 99923269 99929620 - -ENSG00000237640.1 RP4-604G5.1 chr7 99929392 99948620 + -ENSG00000199711.1 Y_RNA chr7 99936610 99936711 + -ENSG00000222966.1 SNORA40 chr7 99952033 99952158 + -ENSG00000160862.12 AZGP1 chr7 99966720 99976157 - -ENSG00000214313.8 AZGP1P1 chr7 99980762 99987535 + -ENSG00000235713.1 RP4-604G5.3 chr7 99992397 99993050 + -ENSG00000106261.16 ZKSCAN1 chr7 100015572 100041689 + -ENSG00000166529.14 ZSCAN21 chr7 100049774 100065038 + -ENSG00000166526.16 ZNF3 chr7 100064033 100082548 - -ENSG00000168090.9 COPS6 chr7 100088954 100092200 + -ENSG00000166508.17 MCM7 chr7 100092728 100101940 - -ENSG00000207547.1 MIR25 chr7 100093560 100093643 - -ENSG00000207757.1 MIR93 chr7 100093768 100093847 - -ENSG00000208036.1 MIR106B chr7 100093993 100094074 - -ENSG00000221838.9 AP4M1 chr7 100101549 100110345 + -ENSG00000106290.14 TAF6 chr7 100107070 100119841 - -ENSG00000242798.1 RP11-506M12.1 chr7 100115214 100127139 - -ENSG00000166997.7 CNPY4 chr7 100119613 100125511 + -ENSG00000214309.4 MBLAC1 chr7 100126694 100128498 + -ENSG00000235077.1 AC073842.19 chr7 100130964 100140439 + -ENSG00000214142.2 RPL7P60 chr7 100139629 100140682 - -ENSG00000188186.10 LAMTOR4 chr7 100148907 100155944 + -ENSG00000146826.14 C7orf43 chr7 100154420 100158715 - -ENSG00000266154.1 MIR4658 chr7 100156605 100156669 - -ENSG00000197093.10 GAL3ST4 chr7 100159244 100168750 - -ENSG00000213420.7 GPC2 chr7 100169606 100177372 - -ENSG00000066923.17 STAG3 chr7 100177563 100221488 + -ENSG00000239521.7 GATS chr7 100200653 100272218 - -ENSG00000281555.1 AC005071.3 chr7 100217065 100217165 - -ENSG00000213413.2 PVRIG chr7 100218241 100221490 + -ENSG00000222482.1 AC005071.1 chr7 100220027 100220120 - -ENSG00000214300.7 SPDYE3 chr7 100307702 100322196 + -ENSG00000078319.8 PMS2P1 chr7 100320992 100341908 - -ENSG00000201913.1 Y_RNA chr7 100330777 100330877 - -ENSG00000242294.6 STAG3L5P chr7 100336079 100351900 + -ENSG00000272752.5 STAG3L5P-PVRIG2P-PILRB chr7 100336104 100367831 + -ENSG00000281827.1 AC005071.4 chr7 100344375 100344475 - -ENSG00000121716.18 PILRB chr7 100352176 100367733 + -ENSG00000235333.3 PVRIG2P chr7 100352360 100353692 + -ENSG00000278005.1 MIR6840 chr7 100356651 100356721 + -ENSG00000085514.15 PILRA chr7 100367530 100400099 + -ENSG00000278832.1 AC005071.2 chr7 100372544 100372609 + -ENSG00000078487.17 ZCWPW1 chr7 100400826 100428992 - -ENSG00000146834.13 MEPCE chr7 100428790 100434126 + -ENSG00000241357.1 RP11-758P17.2 chr7 100435257 100436510 + -ENSG00000160813.6 PPP1R35 chr7 100435282 100436565 - -ENSG00000240211.1 RP11-758P17.3 chr7 100436204 100438504 + -ENSG00000185955.4 C7orf61 chr7 100456615 100464271 - -ENSG00000166925.8 TSC22D4 chr7 100463359 100479279 - -ENSG00000166924.8 NYAP1 chr7 100483927 100494799 + -ENSG00000225807.1 RP11-44M6.1 chr7 100509717 100519926 + -ENSG00000242101.3 RN7SL416P chr7 100530362 100530659 - -ENSG00000106351.12 AGFG2 chr7 100539211 100568219 + -ENSG00000184414.2 RP11-44M6.3 chr7 100570131 100571136 + -ENSG00000205307.10 SAP25 chr7 100572228 100573820 - -ENSG00000274272.1 RP11-44M6.7 chr7 100572232 100578700 - -ENSG00000077454.15 LRCH4 chr7 100574011 100586153 - -ENSG00000106336.12 FBXO24 chr7 100583982 100601117 + -ENSG00000224729.5 PCOLCE-AS1 chr7 100589402 100604206 - -ENSG00000106333.12 PCOLCE chr7 100602177 100608175 + -ENSG00000106330.11 MOSPD3 chr7 100612102 100615384 + -ENSG00000106327.12 TFR2 chr7 100620416 100642779 - -ENSG00000077080.9 ACTL6B chr7 100643097 100656461 - -ENSG00000172354.9 GNB2 chr7 100673531 100679174 + -ENSG00000146830.9 GIGYF1 chr7 100679507 100689448 - -ENSG00000172336.4 POP7 chr7 100706053 100707495 + -ENSG00000130427.2 EPO chr7 100720800 100723700 + -ENSG00000146839.18 ZAN chr7 100733626 100797797 + -ENSG00000196411.9 EPHB4 chr7 100802565 100827521 - -ENSG00000263672.2 RN7SL750P chr7 100821027 100821264 - -ENSG00000146828.17 SLC12A9 chr7 100826820 100867009 + -ENSG00000236305.1 RP11-126L15.4 chr7 100837314 100852616 - -ENSG00000087077.11 TRIP6 chr7 100867138 100873454 + -ENSG00000273985.1 MIR6875 chr7 100868036 100868107 + -ENSG00000087087.18 SRRT chr7 100875111 100888664 + -ENSG00000176125.4 UFSP1 chr7 100888723 100889718 - -ENSG00000087085.13 ACHE chr7 100889994 100896974 - -ENSG00000239825.3 RN7SL549P chr7 100906291 100906572 - -ENSG00000235926.1 RP13-650G11.1 chr7 100928370 100928540 + -ENSG00000169894.17 MUC3A chr7 100949555 100968346 + -ENSG00000274993.1 RP11-395B7.2 chr7 100963828 100968124 - -ENSG00000205277.9 MUC12 chr7 100969623 101018949 + -ENSG00000227053.1 RP11-395B7.4 chr7 101014320 101017608 - -ENSG00000169876.13 MUC17 chr7 101020072 101058745 + -ENSG00000222636.1 RN7SKP54 chr7 101058299 101058567 + -ENSG00000169871.12 TRIM56 chr7 101085439 101097967 + -ENSG00000106366.8 SERPINE1 chr7 101127089 101139266 + -ENSG00000106367.13 AP1S1 chr7 101154397 101161596 + -ENSG00000264425.1 MIR4653 chr7 101159473 101159555 + -ENSG00000128564.6 VGF chr7 101162509 101165593 - -ENSG00000167011.8 NAT16 chr7 101170493 101180276 - -ENSG00000106384.10 MOGAT3 chr7 101195007 101201021 - -ENSG00000205267.5 DGAT2L7P chr7 101201809 101203526 - -ENSG00000213394.3 RP4-747G18.5 chr7 101203614 101204495 - -ENSG00000106397.11 PLOD3 chr7 101205977 101218420 - -ENSG00000106400.11 ZNHIT1 chr7 101217668 101224190 + -ENSG00000106404.13 CLDN15 chr7 101232092 101238820 - -ENSG00000214253.8 FIS1 chr7 101239458 101252316 - -ENSG00000207454.1 RNU6-1104P chr7 101269938 101270041 - -ENSG00000278683.1 RP11-132A1.6 chr7 101273322 101273715 + -ENSG00000214252.4 AZGP1P2 chr7 101287482 101289771 - -ENSG00000232301.1 RP11-132A1.3 chr7 101299613 101301270 + -ENSG00000232445.1 RP11-132A1.4 chr7 101308346 101310985 + -ENSG00000128581.15 IFT22 chr7 101313367 101321823 - -ENSG00000160963.13 COL26A1 chr7 101362820 101559024 + -ENSG00000233683.1 RP5-1106H14.1 chr7 101388868 101389080 - -ENSG00000233123.1 LINC01007 chr7 101562779 101569006 - -ENSG00000106436.4 MYL10 chr7 101613325 101629296 - -ENSG00000279538.1 AC004953.1 chr7 101635218 101638685 + -ENSG00000257923.9 CUX1 chr7 101815904 102283957 + -ENSG00000259294.1 CTA-339C12.1 chr7 101822247 101824729 - -ENSG00000272219.1 CTB-181H17.1 chr7 101960116 101961894 + -ENSG00000261535.1 CTA-305I2.1 chr7 102153355 102154463 - -ENSG00000280404.1 AC005086.3 chr7 102161120 102161337 - -ENSG00000280004.1 AC005086.2 chr7 102186819 102187039 - -ENSG00000279724.1 AC005086.1 chr7 102188599 102188828 - -ENSG00000252824.1 SNORA48 chr7 102194076 102194164 - -ENSG00000264642.1 AC005088.1 chr7 102238321 102238406 - -ENSG00000278586.1 CTA-313A17.5 chr7 102264706 102264979 - -ENSG00000160999.10 SH2B2 chr7 102285091 102321711 + -ENSG00000264675.1 MIR4285 chr7 102293103 102293187 + -ENSG00000170409.7 CTA-313A17.2 chr7 102327256 102329530 - -ENSG00000200552.1 Y_RNA chr7 102336869 102336970 + -ENSG00000228546.2 CTA-313A17.3 chr7 102337316 102339115 + -ENSG00000260097.2 SPDYE6 chr7 102347206 102356444 - -ENSG00000128563.13 PRKRIP1 chr7 102363872 102426676 + -ENSG00000239969.5 RP11-163E9.2 chr7 102364162 102380633 + -ENSG00000239486.1 RP11-163E9.1 chr7 102380465 102382737 - -ENSG00000221510.1 MIR548O chr7 102405742 102405855 - -ENSG00000239480.1 RP11-514P8.2 chr7 102426818 102434780 - -ENSG00000160991.15 ORAI2 chr7 102433106 102456821 + -ENSG00000160993.3 ALKBH4 chr7 102456238 102464876 - -ENSG00000161036.10 LRWD1 chr7 102464929 102473168 + -ENSG00000266715.1 MIR5090 chr7 102465742 102465826 + -ENSG00000264471.1 MIR4467 chr7 102471469 102471531 + -ENSG00000005075.15 POLR2J chr7 102473118 102478907 - -ENSG00000271745.1 AC093668.2 chr7 102480080 102480165 + -ENSG00000170667.14 RASA4B chr7 102482445 102517781 - -ENSG00000272949.1 RP11-514P8.8 chr7 102483344 102543764 - -ENSG00000238392.1 AC093668.1 chr7 102507203 102507287 - -ENSG00000168255.18 POLR2J3 chr7 102537918 102572656 - -ENSG00000270249.1 RP11-514P8.7 chr7 102541501 102592444 - -ENSG00000205238.9 SPDYE2 chr7 102551232 102562308 + -ENSG00000105808.17 RASA4 chr7 102573807 102616757 - -ENSG00000205236.6 RP11-514P8.6 chr7 102582523 102642869 - -ENSG00000238997.1 AC105052.1 chr7 102606366 102606450 - -ENSG00000267368.1 UPK3BL chr7 102637025 102642791 - -ENSG00000267645.5 POLR2J2 chr7 102637049 102671641 - -ENSG00000173678.14 SPDYE2B chr7 102650325 102661398 + -ENSG00000228049.7 POLR2J2 chr7 102665368 102671629 - -ENSG00000279168.1 HSPC047 chr7 102672879 102678856 - -ENSG00000233297.4 RASA4DP chr7 102681836 102690469 - -ENSG00000222011.8 FAM185A chr7 102748971 102809225 + -ENSG00000213385.3 RP11-577H5.1 chr7 102755146 102755939 + -ENSG00000161040.16 FBXL13 chr7 102813230 103074843 - -ENSG00000252643.1 RNU6-1136P chr7 102834605 102834708 + -ENSG00000238324.1 RN7SKP198 chr7 102857450 102857755 + -ENSG00000128606.12 LRRC17 chr7 102912991 102944949 + -ENSG00000230257.1 NFE4 chr7 102973522 102988856 + -ENSG00000264045.1 AC073127.1 chr7 103014256 103014355 + -ENSG00000236226.1 RP11-645N11.3 chr7 103030104 103031354 + -ENSG00000170632.13 ARMC10 chr7 103074881 103099764 + -ENSG00000233025.1 CRYZP1 chr7 103088664 103089610 - -ENSG00000161048.11 NAPEPLD chr7 103099776 103149560 - -ENSG00000224415.1 RP11-401L13.4 chr7 103141349 103141939 - -ENSG00000236848.2 RPL23AP95 chr7 103152007 103152325 - -ENSG00000279482.1 RP11-401L13.7 chr7 103161947 103162660 - -ENSG00000170629.14 DPY19L2P2 chr7 103175133 103280410 - -ENSG00000237632.3 S100A11P1 chr7 103262000 103262311 + -ENSG00000105819.13 PMPCB chr7 103297422 103329511 + -ENSG00000105821.14 DNAJC2 chr7 103312474 103344873 - -ENSG00000161057.10 PSMC2 chr7 103344254 103369395 + -ENSG00000235354.1 CTA-276O3.4 chr7 103348601 103348771 + -ENSG00000170615.14 SLC26A5 chr7 103352730 103446177 - -ENSG00000251852.1 Y_RNA chr7 103433461 103433561 - -ENSG00000252047.1 Y_RNA chr7 103434994 103435092 - -ENSG00000234715.1 CTB-107G13.1 chr7 103445207 103514007 + -ENSG00000189056.13 RELN chr7 103471784 103989516 - -ENSG00000222386.1 RN7SKP86 chr7 103484208 103484539 - -ENSG00000164815.10 ORC5 chr7 104126341 104208047 - -ENSG00000187416.11 LHFPL3 chr7 104328656 104907232 + -ENSG00000197258.5 EIF4BP6 chr7 104667749 104669576 + -ENSG00000226869.6 LHFPL3-AS1 chr7 104738597 104804107 - -ENSG00000280478.1 AC079796.1 chr7 104762011 104762094 + -ENSG00000237606.2 RP11-203P23.2 chr7 104826336 104826796 + -ENSG00000225329.3 LHFPL3-AS2 chr7 104894628 104926645 - -ENSG00000243352.3 RN7SL8P chr7 104911928 104912193 + -ENSG00000237513.1 RP11-325F22.2 chr7 104941063 104962334 + -ENSG00000228393.3 LINC01004 chr7 104950315 105013044 - -ENSG00000239569.3 KMT2E-AS1 chr7 105013425 105014321 - -ENSG00000280574.1 AC007384.1 chr7 105014152 105014199 - -ENSG00000005483.19 KMT2E chr7 105014179 105114361 + -ENSG00000272918.1 CTB-152G17.6 chr7 105102838 105105483 - -ENSG00000135250.16 SRPK2 chr7 105110704 105399308 - -ENSG00000270764.1 CTB-152G17.5 chr7 105189190 105189814 + -ENSG00000271482.1 CTB-152G17.4 chr7 105204600 105204859 + -ENSG00000213361.2 RP4-778K6.1 chr7 105244652 105244970 + -ENSG00000244490.1 RWDD4P1 chr7 105301522 105302086 + -ENSG00000242154.1 RP4-778K6.3 chr7 105304277 105306642 + -ENSG00000201179.1 RNU6-1322P chr7 105332790 105332896 + -ENSG00000091127.13 PUS7 chr7 105439661 105522267 - -ENSG00000223886.3 RP11-251G23.2 chr7 105530209 105530671 + -ENSG00000135249.7 RINT1 chr7 105532085 105567677 + -ENSG00000185055.10 EFCAB10 chr7 105565120 105600875 - -ENSG00000272604.1 RP11-251G23.5 chr7 105571083 105573660 + -ENSG00000231167.3 YBX1P2 chr7 105582258 105583256 - -ENSG00000146776.14 ATXN7L1 chr7 105605067 105876604 - -ENSG00000226624.1 CTA-351J1.1 chr7 105819492 105820101 + -ENSG00000128536.15 CDHR3 chr7 105876796 106033773 + -ENSG00000280439.1 RP4-568B10.1 chr7 106035798 106036431 + -ENSG00000008282.7 SYPL1 chr7 106090503 106112576 - -ENSG00000242562.1 DCAF13P1 chr7 106125371 106126700 + -ENSG00000201796.1 RNU6-392P chr7 106208167 106208267 + -ENSG00000105835.11 NAMPT chr7 106248285 106286326 - -ENSG00000273320.1 RP11-22N19.2 chr7 106285480 106286326 + -ENSG00000243438.1 LARP1BP2 chr7 106315225 106315743 + -ENSG00000243797.6 CTB-111H14.1 chr7 106372251 106770207 - -ENSG00000267052.1 CTB-30L5.1 chr7 106570947 106598908 - -ENSG00000253276.2 CCDC71L chr7 106656765 106660996 - -ENSG00000228742.9 RP5-884M6.1 chr7 106775011 106795564 + -ENSG00000251978.1 RNA5SP236 chr7 106781600 106781715 - -ENSG00000105851.10 PIK3CG chr7 106865278 106907145 + -ENSG00000005249.12 PRKAR2B chr7 107044649 107161811 + -ENSG00000243193.4 CTA-360L10.1 chr7 107066591 107133733 - -ENSG00000105856.13 HBP1 chr7 107168961 107202529 + -ENSG00000272072.1 CTA-363E19.2 chr7 107192559 107193300 - -ENSG00000164597.13 COG5 chr7 107201555 107564514 - -ENSG00000221356.1 AC004492.1 chr7 107294885 107294951 + -ENSG00000228341.1 CTB-20D2.1 chr7 107450083 107450362 + -ENSG00000172209.5 GPR22 chr7 107470018 107475659 + -ENSG00000105865.10 DUS4L chr7 107563484 107578464 + -ENSG00000272854.1 RP4-593H12.1 chr7 107579557 107580057 - -ENSG00000075790.10 BCAP29 chr7 107579977 107629170 + -ENSG00000238832.1 snoU109 chr7 107603363 107603507 + -ENSG00000250474.1 WBP1LP2 chr7 107628553 107629498 + -ENSG00000225935.1 BANF1P5 chr7 107642765 107643023 - -ENSG00000233705.6 SLC26A4-AS1 chr7 107653968 107662151 - -ENSG00000091137.11 SLC26A4 chr7 107660635 107717809 + -ENSG00000241764.3 AC002467.7 chr7 107742817 107744581 - -ENSG00000105879.11 CBLL1 chr7 107743697 107761667 + -ENSG00000091138.12 SLC26A3 chr7 107765467 107803225 - -ENSG00000229626.1 PIGCP2 chr7 107808734 107809568 + -ENSG00000091140.12 DLD chr7 107890970 107931730 + -ENSG00000091136.13 LAMB1 chr7 107923799 108003255 - -ENSG00000273055.1 CTB-13F3.1 chr7 107942116 107942740 + -ENSG00000238297.2 U3 chr7 107999791 107999982 - -ENSG00000091128.12 LAMB4 chr7 108023548 108130356 - -ENSG00000216085.1 AC005048.1 chr7 108036846 108036936 - -ENSG00000091129.19 NRCAM chr7 108147623 108456717 - -ENSG00000251712.2 RNU7-20P chr7 108271000 108271061 + -ENSG00000266112.1 AC007567.1 chr7 108358307 108358405 + -ENSG00000135241.16 PNPLA8 chr7 108470422 108569666 - -ENSG00000231006.1 RPL7P32 chr7 108510233 108510976 + -ENSG00000177683.13 THAP5 chr7 108554543 108569750 - -ENSG00000128590.4 DNAJB9 chr7 108569568 108574850 + -ENSG00000225647.1 AC005487.2 chr7 108598375 108614267 + -ENSG00000270425.1 CTA-369K23.1 chr7 108720608 108721601 - -ENSG00000205174.4 C7orf66 chr7 108883975 108884587 - -ENSG00000279043.1 CTB-22K14.1 chr7 108900105 108905226 - -ENSG00000229603.1 AC004014.3 chr7 108909453 108952666 + -ENSG00000227968.1 BUB3P1 chr7 108994031 108995029 - -ENSG00000230941.1 AC002386.1 chr7 109322320 109326315 - -ENSG00000234273.1 AC073071.1 chr7 109521981 109597166 - -ENSG00000230192.1 AC073387.2 chr7 109660094 109660802 + -ENSG00000271368.1 RP11-10E6.1 chr7 109763574 109764357 + -ENSG00000237064.1 EIF3IP1 chr7 109959218 109960184 - -ENSG00000232199.1 RPL3P8 chr7 109998434 109999624 - -ENSG00000278424.1 RP11-745H7.1 chr7 110215891 110216380 + -ENSG00000226965.1 AC003088.1 chr7 110432239 110534754 - -ENSG00000184903.9 IMMP2L chr7 110663051 111562517 - -ENSG00000228540.1 AC073326.3 chr7 110724159 110725825 - -ENSG00000173114.12 LRRN3 chr7 111091006 111125454 + -ENSG00000243621.1 AC003989.3 chr7 111394875 111395043 + -ENSG00000227948.4 AC003989.4 chr7 111411319 111411883 + -ENSG00000128512.19 DOCK4 chr7 111726110 112206411 - -ENSG00000225572.1 DOCK4-AS1 chr7 111808516 111821773 + -ENSG00000222346.1 RNA5SP237 chr7 111953653 111953765 - -ENSG00000234358.1 AC003080.4 chr7 111971222 111971988 - -ENSG00000198839.9 ZNF277 chr7 112206588 112343096 + -ENSG00000202406.1 RN7SKP187 chr7 112288623 112288952 + -ENSG00000226851.1 AC004112.4 chr7 112328189 112409623 - -ENSG00000230999.1 MTND5P8 chr7 112372647 112373729 + -ENSG00000232922.1 AC004112.5 chr7 112373733 112374250 - -ENSG00000236232.1 AC004112.7 chr7 112374324 112375429 + -ENSG00000006652.13 IFRD1 chr7 112422968 112481017 + -ENSG00000180019.5 AC079741.2 chr7 112446164 112446375 - -ENSG00000181016.9 LSMEM1 chr7 112480853 112491062 + -ENSG00000182965.6 NPM1P14 chr7 112520488 112521670 + -ENSG00000223646.1 AC002463.3 chr7 112622378 112708080 + -ENSG00000225358.1 MIPEPP1 chr7 112735166 112738693 - -ENSG00000146802.12 TMEM168 chr7 112762382 112790592 - -ENSG00000164603.11 C7orf60 chr7 112819147 112939916 - -ENSG00000234520.5 AC018464.3 chr7 112954646 112995634 - -ENSG00000279288.1 RP11-736E3.3 chr7 113075124 113077181 - -ENSG00000164604.12 GPR85 chr7 113078331 113087778 - -ENSG00000225457.1 RP11-736E3.1 chr7 113100663 113146330 + -ENSG00000214194.8 LINC00998 chr7 113116718 113118613 - -ENSG00000277061.1 AC073137.1 chr7 113345470 113345580 + -ENSG00000270997.1 RP11-703P11.1 chr7 113415689 113416322 + -ENSG00000278894.1 RP11-786A20.1 chr7 113451072 113451402 + -ENSG00000154415.7 PPP1R3A chr7 113876777 114075920 - -ENSG00000128573.22 FOXP2 chr7 114086327 114693772 + -ENSG00000236580.1 RP11-95P9.1 chr7 114297114 114297429 - -ENSG00000224595.1 AC073626.2 chr7 114414244 114419875 - -ENSG00000202334.1 RNA5SP238 chr7 114613787 114613906 - -ENSG00000266229.1 AC020606.1 chr7 114629855 114629956 + -ENSG00000272230.1 MIR3666 chr7 114653345 114653455 + -ENSG00000135272.9 MDFIC chr7 114922154 115019916 + -ENSG00000233607.1 LINC01392 chr7 115061537 115231355 - -ENSG00000225535.6 LINC01393 chr7 115078958 115126314 + -ENSG00000226962.1 RAC1P6 chr7 115136475 115137220 - -ENSG00000199764.1 Y_RNA chr7 115207894 115207996 - -ENSG00000244565.1 RP11-222O23.1 chr7 115503367 115504081 + -ENSG00000202377.1 SNORA25 chr7 115581315 115581442 - -ENSG00000242072.1 RP11-458K10.1 chr7 115647461 115676329 - -ENSG00000240973.1 RP11-458K10.2 chr7 115679345 115682618 - -ENSG00000243345.1 RP11-458K10.3 chr7 115789729 115791049 + -ENSG00000199224.1 Y_RNA chr7 115833273 115833373 - -ENSG00000105967.15 TFEC chr7 115935148 116159896 - -ENSG00000279086.1 RP11-667F14.1 chr7 116209234 116211511 - -ENSG00000135269.17 TES chr7 116210493 116258783 + -ENSG00000243243.5 AC073130.3 chr7 116237929 116327896 - -ENSG00000237813.3 AC002066.1 chr7 116238260 116499465 - -ENSG00000281656.1 AC073130.2 chr7 116248600 116249422 - -ENSG00000237870.6 AC073130.1 chr7 116275606 116286734 - -ENSG00000105971.14 CAV2 chr7 116287380 116508541 + -ENSG00000213167.3 Metazoa_SRP chr7 116320751 116321031 + -ENSG00000105974.11 CAV1 chr7 116524785 116561184 + -ENSG00000235427.1 AC006159.5 chr7 116542718 116551969 - -ENSG00000243220.1 AC006159.4 chr7 116563594 116571234 - -ENSG00000231210.2 LINC01510 chr7 116570960 116614820 - -ENSG00000105976.14 MET chr7 116672390 116798386 + -ENSG00000198898.12 CAPZA2 chr7 116811070 116922049 + -ENSG00000235945.1 AC002543.2 chr7 116873454 116876376 - -ENSG00000252115.1 Y_RNA chr7 116909877 116909964 - -ENSG00000222150.1 RNA5SP239 chr7 116944286 116944414 - -ENSG00000227199.1 ST7-AS1 chr7 116952446 116954334 - -ENSG00000275359.1 ST7-AS1_1 chr7 116952698 116952813 + -ENSG00000277583.1 ST7-AS1_2 chr7 116953214 116953324 + -ENSG00000004866.18 ST7 chr7 116953238 117230103 + -ENSG00000214188.9 ST7-OT4 chr7 116953899 117098806 + -ENSG00000273596.1 ST7-OT4_1 chr7 116954480 116954679 + -ENSG00000273571.1 ST7-OT4_2 chr7 116954983 116955154 + -ENSG00000276100.1 ST7-OT4_3 chr7 116956431 116956723 + -ENSG00000274606.1 ST7-OT4_4 chr7 116959593 116959805 + -ENSG00000228368.1 AC106873.4 chr7 116965846 116967472 - -ENSG00000213050.5 TPM3P1 chr7 116972165 116972911 - -ENSG00000275870.1 MIR6132 chr7 117020211 117020319 + -ENSG00000226367.5 ST7-AS2 chr7 117072072 117146480 - -ENSG00000274344.1 ST7-AS2_1 chr7 117117912 117117983 + -ENSG00000275054.1 ST7-OT3_1 chr7 117184126 117184199 + -ENSG00000227532.1 AC002542.2 chr7 117187548 117187740 - -ENSG00000278526.1 ST7-OT3_2 chr7 117190133 117190269 + -ENSG00000278482.1 ST7-OT3_3 chr7 117191647 117191761 + -ENSG00000230785.2 AC006326.3 chr7 117262918 117264888 - -ENSG00000224042.2 MTND4P6 chr7 117263917 117264388 + -ENSG00000230605.1 AC006326.5 chr7 117264393 117264530 - -ENSG00000105989.8 WNT2 chr7 117276631 117323289 - -ENSG00000238202.1 AC002465.2 chr7 117300861 117322236 + -ENSG00000154438.7 ASZ1 chr7 117363222 117428123 - -ENSG00000214684.2 AC003045.1 chr7 117439982 117440780 - -ENSG00000001626.14 CFTR chr7 117465784 117715971 + -ENSG00000237974.1 AC000111.4 chr7 117487737 117487929 + -ENSG00000232661.1 AC000111.3 chr7 117560733 117564676 - -ENSG00000234001.1 AC000111.5 chr7 117586207 117586416 - -ENSG00000083622.8 AC000111.6 chr7 117604791 117647415 - -ENSG00000077063.10 CTTNBP2 chr7 117710651 117874139 - -ENSG00000224136.1 AC007568.1 chr7 117882859 117883675 + -ENSG00000234826.1 AC003084.2 chr7 117998858 118004045 - -ENSG00000128534.7 LSM8 chr7 118184032 118192824 + -ENSG00000106013.12 ANKRD7 chr7 118214673 118242731 + -ENSG00000222226.1 AC006926.1 chr7 118462499 118462594 + -ENSG00000229982.1 GTF3AP6 chr7 118880103 118881288 - -ENSG00000230520.1 RP11-533K11.1 chr7 118950386 118951259 - -ENSG00000270516.1 RP11-500M10.1 chr7 119178177 119179149 - -ENSG00000263692.1 AC091320.1 chr7 119484325 119484409 - -ENSG00000225546.5 RP11-328J2.1 chr7 119704556 119907375 - -ENSG00000271739.1 RNU1-29P chr7 120005976 120006101 - -ENSG00000276899.1 AC004915.1 chr7 120009634 120009701 - -ENSG00000233417.1 RP4-742N3.1 chr7 120141016 120142996 - -ENSG00000233969.1 RP5-1006K12.1 chr7 120168345 120186064 + -ENSG00000281290.1 AC004946.1 chr7 120182534 120182599 - -ENSG00000184408.9 KCND2 chr7 120273668 120750331 + -ENSG00000252023.1 RNU6-581P chr7 120672871 120672975 + -ENSG00000231295.1 RP4-797C5.2 chr7 120746738 120752514 - -ENSG00000106025.8 TSPAN12 chr7 120787320 120858402 - -ENSG00000071243.15 ING3 chr7 120950749 120977216 + -ENSG00000202225.1 RNA5SP240 chr7 120981426 120981553 - -ENSG00000106034.17 CPED1 chr7 120988677 121297444 + -ENSG00000234927.1 HMGN1P18 chr7 121050927 121051203 + -ENSG00000212628.1 RNA5SP241 chr7 121083700 121083813 - -ENSG00000207090.1 RNU6-517P chr7 121194948 121195057 - -ENSG00000002745.12 WNT16 chr7 121325367 121341104 + -ENSG00000196937.10 FAM3C chr7 121348851 121396364 - -ENSG00000213310.3 CYCSP19 chr7 121398452 121398767 + -ENSG00000227371.1 RP11-3L10.2 chr7 121419072 121419845 + -ENSG00000234985.2 RP11-3L10.3 chr7 121440834 121441261 - -ENSG00000221690.1 AC004875.1 chr7 121574669 121574754 - -ENSG00000227743.1 RP4-745K6.1 chr7 121643334 121650360 - -ENSG00000252704.1 RN7SKP277 chr7 121736443 121736725 + -ENSG00000233272.1 PNPT1P2 chr7 121842368 121845131 - -ENSG00000106278.11 PTPRZ1 chr7 121873089 122062036 + -ENSG00000008311.14 AASS chr7 122075647 122144280 - -ENSG00000252003.1 RNU7-154P chr7 122081720 122081781 + -ENSG00000226636.1 RP5-1049N15.2 chr7 122159300 122162243 + -ENSG00000234418.1 RP11-560I19.1 chr7 122216347 122218437 + -ENSG00000213302.3 RP11-560I19.2 chr7 122234531 122234903 + -ENSG00000128610.11 FEZF1 chr7 122301394 122310691 - -ENSG00000230316.6 FEZF1-AS1 chr7 122303658 122310077 + -ENSG00000081803.15 CADPS2 chr7 122318425 122886759 - -ENSG00000240499.7 RP5-1101C3.1 chr7 122328469 122440388 + -ENSG00000225795.1 RP11-395G17.1 chr7 122676580 122676811 + -ENSG00000235459.5 RPS26P31 chr7 122681315 122681662 + -ENSG00000188050.2 RNF133 chr7 122697712 122699156 - -ENSG00000235631.1 RNF148 chr7 122701664 122702967 - -ENSG00000227573.2 RP5-1166A24.1 chr7 122849746 122850352 + -ENSG00000128519.3 TAS2R16 chr7 122994704 122995700 - -ENSG00000226680.2 RP11-61D3.1 chr7 123069249 123103589 - -ENSG00000081800.8 SLC13A1 chr7 123113531 123199986 - -ENSG00000223595.1 LYPLA1P1 chr7 123230120 123230741 - -ENSG00000164675.10 IQUB chr7 123452400 123535077 - -ENSG00000232524.1 RP11-332K15.1 chr7 123456629 123459856 + -ENSG00000207338.1 RNU6-296P chr7 123457988 123458094 - -ENSG00000128609.14 NDUFA5 chr7 123536997 123558255 - -ENSG00000146809.12 ASB15 chr7 123567010 123639481 + -ENSG00000230442.5 RP11-390E23.3 chr7 123584859 123624957 - -ENSG00000170807.11 LMOD2 chr7 123655807 123664290 + -ENSG00000106299.7 WASL chr7 123681935 123749067 - -ENSG00000272686.1 RP11-390E23.6 chr7 123749068 123751166 + -ENSG00000201104.1 RNU6-11P chr7 123790605 123790711 - -ENSG00000228211.2 HYALP1 chr7 123814139 123829252 + -ENSG00000106302.9 HYAL4 chr7 123828983 123877478 + -ENSG00000106304.15 SPAM1 chr7 123925237 123971414 + -ENSG00000225583.1 RP4-630C24.1 chr7 123932132 123932459 + -ENSG00000241345.1 RP4-630C24.3 chr7 123994622 124027659 + -ENSG00000234224.2 TMEM229A chr7 124030916 124033023 - -ENSG00000242593.5 RP5-921G16.1 chr7 124032205 124395118 + -ENSG00000243574.1 RP11-264K23.1 chr7 124274679 124287544 - -ENSG00000241324.1 RP5-921G16.2 chr7 124337380 124349860 - -ENSG00000230268.3 SSU72P8 chr7 124476371 124476955 + -ENSG00000213296.4 RP5-1106E3.1 chr7 124480524 124481395 + -ENSG00000207214.1 RNU6-102P chr7 124647719 124647822 + -ENSG00000279419.1 RP5-907C10.3 chr7 124742312 124745017 - -ENSG00000170775.2 GPR37 chr7 124745997 124765627 - -ENSG00000275356.3 C7orf77 chr7 124777292 124790689 - -ENSG00000128513.14 POT1 chr7 124822386 124929983 - -ENSG00000224897.6 POT1-AS1 chr7 124929873 125179315 + -ENSG00000186676.3 EEF1GP1 chr7 125033453 125035301 + -ENSG00000224899.1 RP11-3B12.5 chr7 125151326 125153611 - -ENSG00000205898.3 RP11-3B12.4 chr7 125159974 125160547 - -ENSG00000237764.2 RP11-3B12.2 chr7 125172218 125379321 + -ENSG00000219445.2 RP11-3B12.3 chr7 125229579 125264291 - -ENSG00000213291.3 RP11-420H19.3 chr7 125300504 125300878 - -ENSG00000234071.1 RP11-420H19.1 chr7 125344969 125345377 + -ENSG00000227847.1 RP11-420H19.2 chr7 125345825 125346197 + -ENSG00000227869.1 RP11-807H17.1 chr7 125431347 125466401 + -ENSG00000197462.3 AC005276.1 chr7 125917871 125933832 + -ENSG00000221418.1 AC003968.1 chr7 126040229 126040300 + -ENSG00000241921.1 AC000370.2 chr7 126378970 126424185 + -ENSG00000179603.17 GRM8 chr7 126438598 127253294 - -ENSG00000227249.1 AC000374.1 chr7 126511135 126512879 + -ENSG00000224981.1 AC000367.1 chr7 126868767 126870532 - -ENSG00000230820.2 AC000362.1 chr7 126980967 126981778 + -ENSG00000207692.2 MIR592 chr7 127058079 127058187 - -ENSG00000280995.1 AC000354.1 chr7 127120442 127120546 - -ENSG00000236340.5 AC000099.1 chr7 127215127 127229921 + -ENSG00000236105.1 AC000110.1 chr7 127295620 127296203 + -ENSG00000048405.9 ZNF800 chr7 127346790 127431924 - -ENSG00000279265.1 AC000123.3 chr7 127349833 127350293 - -ENSG00000224138.1 AC000123.4 chr7 127350128 127351523 + -ENSG00000280347.1 AC000123.2 chr7 127359785 127364759 - -ENSG00000226770.1 AC000124.1 chr7 127476883 127485804 + -ENSG00000179562.2 GCC1 chr7 127580618 127593611 - -ENSG00000004059.10 ARF5 chr7 127588345 127591705 + -ENSG00000106328.9 FSCN3 chr7 127591409 127602144 + -ENSG00000106331.14 PAX4 chr7 127610292 127615928 - -ENSG00000240790.1 AC073934.6 chr7 127644685 127652012 - -ENSG00000197157.10 SND1 chr7 127652180 128092609 + -ENSG00000240579.1 RP11-20L24.1 chr7 127857852 127858488 - -ENSG00000279078.1 SND1-IT1 chr7 127997597 128000077 + -ENSG00000128594.7 LRRC4 chr7 128027071 128032107 - -ENSG00000207588.1 MIR593 chr7 128081861 128081960 + -ENSG00000207705.1 MIR129-1 chr7 128207871 128207943 + -ENSG00000174697.4 LEP chr7 128241284 128257628 + -ENSG00000272915.1 RP11-62J1.4 chr7 128264526 128264889 - -ENSG00000221429.1 AC018635.1 chr7 128290004 128290091 + -ENSG00000106344.8 RBM28 chr7 128297685 128343908 - -ENSG00000242261.1 RP11-62J1.3 chr7 128306649 128307678 + -ENSG00000238750.1 RNU7-27P chr7 128344081 128344142 + -ENSG00000224940.8 PRRT4 chr7 128350325 128361685 - -ENSG00000106348.16 IMPDH1 chr7 128392277 128410252 - -ENSG00000228700.1 RP11-155G14.1 chr7 128433422 128433713 - -ENSG00000279916.1 AC010655.1 chr7 128441694 128442726 - -ENSG00000238590.1 RNU7-54P chr7 128443449 128443510 - -ENSG00000273184.1 RP11-212P7.3 chr7 128455840 128493859 + -ENSG00000135245.9 HILPDA chr7 128455849 128458418 + -ENSG00000240758.2 RP11-155G14.6 chr7 128455937 128469197 + -ENSG00000272601.1 RP11-155G14.5 chr7 128466563 128469171 + -ENSG00000165055.15 METTL2B chr7 128476729 128506602 + -ENSG00000276988.1 Metazoa_SRP chr7 128483907 128484158 - -ENSG00000273270.1 RP11-212P7.2 chr7 128524016 128531069 - -ENSG00000280828.1 RP11-274B21.1 chr7 128533652 128615970 + -ENSG00000213280.2 RP11-212P7.1 chr7 128570241 128570688 - -ENSG00000242588.5 RP11-274B21.14 chr7 128574751 128622694 + -ENSG00000281896.1 RP11-274B21.13 chr7 128617865 128625905 + -ENSG00000223189.1 RNU6-177P chr7 128627172 128627275 + -ENSG00000243302.3 RP11-274B21.2 chr7 128651185 128652334 + -ENSG00000230715.3 RP11-274B21.4 chr7 128652841 128653243 + -ENSG00000229413.2 RP11-274B21.12 chr7 128653690 128654019 - -ENSG00000243679.1 RP11-274B21.3 chr7 128653969 128654722 + -ENSG00000281490.1 CICP14 chr7 128655962 128658791 - -ENSG00000271553.1 RP11-274B21.10 chr7 128667043 128668156 + -ENSG00000241493.1 RP11-274B21.5 chr7 128669087 128669892 - -ENSG00000205085.8 FAM71F2 chr7 128672288 128687872 + -ENSG00000271344.1 RP11-274B21.9 chr7 128690451 128691717 + -ENSG00000239722.1 IMP3P2 chr7 128693450 128693924 + -ENSG00000201041.1 RNA5SP242 chr7 128697439 128697556 + -ENSG00000252866.1 RNA5SP243 chr7 128697710 128697744 + -ENSG00000135248.15 FAM71F1 chr7 128709061 128731743 + -ENSG00000128595.16 CALU chr7 128739292 128771807 + -ENSG00000244218.3 RN7SL81P chr7 128761338 128761598 + -ENSG00000128617.2 OPN1SW chr7 128772491 128775790 - -ENSG00000128596.16 CCDC136 chr7 128790757 128822132 + -ENSG00000128591.15 FLNC chr7 128830377 128859274 + -ENSG00000242902.1 RP11-309L24.2 chr7 128850162 128862626 - -ENSG00000135253.13 KCP chr7 128862451 128910719 - -ENSG00000128524.4 ATP6V1F chr7 128862826 128865844 + -ENSG00000272899.2 RP11-309L24.4 chr7 128866579 128872044 + -ENSG00000221401.1 AC025594.1 chr7 128906772 128906890 + -ENSG00000224163.4 RP11-309L24.6 chr7 128912732 128914063 - -ENSG00000128604.18 IRF5 chr7 128937612 128950035 + -ENSG00000275106.1 RP11-309L24.10 chr7 128952527 128953316 - -ENSG00000064419.13 TNPO3 chr7 128954180 129055173 - -ENSG00000242241.3 RN7SL306P chr7 128970734 128971029 + -ENSG00000244556.1 ODCP chr7 129028889 129030527 + -ENSG00000230359.4 TPI1P2 chr7 129056019 129056770 + -ENSG00000242162.1 RP11-128A6.3 chr7 129066021 129066462 - -ENSG00000241102.1 RP11-286H14.2 chr7 129095301 129095811 - -ENSG00000241573.1 RP11-286H14.1 chr7 129096027 129096735 - -ENSG00000240416.1 CYCSP20 chr7 129117513 129117827 - -ENSG00000230626.3 RP11-286H14.4 chr7 129126518 129130793 + -ENSG00000158457.5 TSPAN33 chr7 129144892 129169697 + -ENSG00000200629.1 RNY1P11 chr7 129164849 129164961 + -ENSG00000128602.9 SMO chr7 129188872 129213545 + -ENSG00000243230.1 RP11-286H14.8 chr7 129209775 129213545 - -ENSG00000158467.16 AHCYL2 chr7 129225023 129430211 + -ENSG00000238072.1 RP11-305M3.2 chr7 129410113 129410370 - -ENSG00000128578.9 STRIP2 chr7 129434433 129488399 + -ENSG00000239919.1 SNRPGP3 chr7 129477875 129478101 + -ENSG00000199846.1 RNU1-72P chr7 129484504 129484656 + -ENSG00000240204.2 SMKR1 chr7 129502479 129512932 + -ENSG00000273329.1 RP11-448A19.1 chr7 129604548 129611630 - -ENSG00000106459.14 NRF1 chr7 129611714 129757082 + -ENSG00000212238.1 RNA5SP244 chr7 129756266 129756377 + -ENSG00000207990.2 MIR182 chr7 129770379 129770490 - -ENSG00000199158.1 MIR96 chr7 129774692 129774769 - -ENSG00000207691.1 MIR183 chr7 129774905 129775014 - -ENSG00000242078.1 RP11-738B7.1 chr7 129783370 129785185 - -ENSG00000186591.11 UBE2H chr7 129830732 129952949 - -ENSG00000244036.3 RP11-306G20.1 chr7 129953234 130026989 + -ENSG00000199516.1 Y_RNA chr7 129954693 129954794 + -ENSG00000091732.15 ZC3HC1 chr7 130018286 130051451 - -ENSG00000201109.1 RNA5SP245 chr7 130027277 130027397 + -ENSG00000128607.13 KLHDC10 chr7 130070510 130135720 + -ENSG00000229196.3 RP11-775D22.2 chr7 130141731 130142615 + -ENSG00000146842.16 TMEM209 chr7 130164715 130207770 - -ENSG00000240571.1 RP11-775D22.3 chr7 130173718 130205361 + -ENSG00000165120.3 SSMEM1 chr7 130207860 130216843 + -ENSG00000270992.1 RP11-190G13.4 chr7 130255902 130262770 + -ENSG00000158516.11 CPA2 chr7 130266827 130289798 + -ENSG00000128510.10 CPA4 chr7 130293134 130324180 + -ENSG00000158525.15 CPA5 chr7 130344816 130368730 + -ENSG00000091704.9 CPA1 chr7 130380339 130388114 + -ENSG00000106477.18 CEP41 chr7 130393771 130442433 - -ENSG00000259920.1 RP11-2E11.5 chr7 130481491 130484392 - -ENSG00000272701.2 MESTIT1 chr7 130486042 130491033 - -ENSG00000106484.14 MEST chr7 130486171 130506296 + -ENSG00000277269.1 MESTIT1_1 chr7 130487483 130487622 + -ENSG00000278055.1 MESTIT1_2 chr7 130488304 130488538 + -ENSG00000274500.1 MESTIT1_3 chr7 130489868 130489966 + -ENSG00000270823.1 RP11-2E11.6 chr7 130495794 130498427 - -ENSG00000199043.1 MIR335 chr7 130496111 130496204 + -ENSG00000158623.14 COPG2 chr7 130506238 130668748 - -ENSG00000270953.1 RP11-2E11.9 chr7 130507660 130508282 + -ENSG00000239021.1 RNA5SP246 chr7 130602795 130602913 - -ENSG00000226045.1 AC009274.6 chr7 130645225 130645594 - -ENSG00000213265.8 TSGA13 chr7 130668648 130687432 - -ENSG00000266265.2 KLF14 chr7 130731235 130734061 - -ENSG00000271522.1 RP11-36B6.1 chr7 130790208 130791724 + -ENSG00000229858.2 AC016831.5 chr7 130822868 130823219 - -ENSG00000240680.1 AC016831.3 chr7 130823205 130823511 - -ENSG00000232716.2 AC016831.6 chr7 130840204 130843725 - -ENSG00000233559.1 AC016831.7 chr7 130853720 130928649 + -ENSG00000277934.2 MIR29A chr7 130876735 130876821 - -ENSG00000226380.7 AC058791.1 chr7 130876809 130913310 - -ENSG00000274250.1 MIR29B1 chr7 130877459 130877539 - -ENSG00000271204.1 RP11-138A9.1 chr7 130930209 130932206 - -ENSG00000273319.1 RP11-138A9.2 chr7 130936464 130939661 + -ENSG00000231721.6 LINC-PINT chr7 130941760 131110176 - -ENSG00000199627.1 RNU6-1010P chr7 131054886 131054992 - -ENSG00000128585.17 MKLN1 chr7 131110096 131496636 + -ENSG00000233287.1 AC009362.2 chr7 131242590 131242995 + -ENSG00000236753.5 MKLN1-AS chr7 131309744 131328222 - -ENSG00000273489.1 RP11-180C16.1 chr7 131493964 131497694 - -ENSG00000128567.16 PODXL chr7 131500262 131558217 - -ENSG00000224545.1 AC008264.4 chr7 131520137 131520503 + -ENSG00000213261.3 EEF1B2P6 chr7 131661952 131662624 - -ENSG00000236238.2 AC093106.4 chr7 131665507 131665858 + -ENSG00000236395.1 AC093106.6 chr7 131702269 131702653 - -ENSG00000236281.1 AC093106.5 chr7 131753746 131754252 - -ENSG00000252811.1 AC008085.1 chr7 131852680 131852774 - -ENSG00000233263.1 AC009518.2 chr7 131892616 131893615 - -ENSG00000236386.1 AC009518.3 chr7 131893822 131894074 + -ENSG00000224865.7 AC009518.4 chr7 131897641 131948953 + -ENSG00000229532.1 AC105443.2 chr7 132086266 132087992 + -ENSG00000221866.9 PLXNA4 chr7 132123332 132648688 - -ENSG00000225144.2 AC018643.4 chr7 132264152 132271269 + -ENSG00000223436.1 AC011625.1 chr7 132352334 132367976 + -ENSG00000183470.9 FLJ40288 chr7 132648794 132728769 + -ENSG00000201009.1 SNORD46 chr7 132753023 132753126 + -ENSG00000225881.1 AC009365.4 chr7 132758970 132760632 + -ENSG00000106554.11 CHCHD3 chr7 132784868 133082088 - -ENSG00000227197.1 AC009518.8 chr7 132830693 132849593 + -ENSG00000272393.1 RNU6-92P chr7 133082829 133082932 + -ENSG00000237821.1 AC083873.4 chr7 133169416 133170514 - -ENSG00000131558.14 EXOC4 chr7 133253073 134066589 + -ENSG00000238844.1 AC083875.1 chr7 133262640 133262730 - -ENSG00000276137.1 MIR6133 chr7 133290881 133290988 + -ENSG00000235429.1 AC083875.2 chr7 133315009 133315413 - -ENSG00000235967.1 COX5BP3 chr7 133727368 133727734 - -ENSG00000226205.1 AC007790.4 chr7 133732493 133733595 - -ENSG00000155530.2 LRGUK chr7 134127299 134264591 + -ENSG00000231098.1 AC008154.4 chr7 134284500 134286055 + -ENSG00000205060.10 SLC35B4 chr7 134289332 134317051 - -ENSG00000229177.1 AC008154.5 chr7 134346071 134350791 - -ENSG00000273297.1 RP11-38M8.1 chr7 134416290 134432453 - -ENSG00000085662.13 AKR1B1 chr7 134442350 134459284 - -ENSG00000198074.9 AKR1B10 chr7 134527592 134541408 + -ENSG00000227471.8 AKR1B15 chr7 134549136 134579875 + -ENSG00000172331.11 BPGM chr7 134646808 134679813 + -ENSG00000224375.1 AC009276.4 chr7 134684144 134687990 + -ENSG00000230101.5 TUBB3P2 chr7 134734898 134735129 - -ENSG00000122786.19 CALD1 chr7 134744252 134970728 + -ENSG00000146856.14 AGBL3 chr7 134986508 135147963 + -ENSG00000122783.16 C7orf49 chr7 135092363 135170795 - -ENSG00000223500.1 AC083862.6 chr7 135128444 135129685 + -ENSG00000146859.6 TMEM140 chr7 135148072 135166215 + -ENSG00000272941.1 RP11-134L10.1 chr7 135168403 135169547 + -ENSG00000105875.13 WDR91 chr7 135183839 135211534 - -ENSG00000231794.5 AC009542.2 chr7 135198401 135209837 + -ENSG00000277138.1 MIR6509 chr7 135206994 135207078 - -ENSG00000146857.3 STRA8 chr7 135231979 135258492 + -ENSG00000276067.1 RP11-260N14.1 chr7 135270017 135277409 - -ENSG00000080802.18 CNOT4 chr7 135361795 135510127 - -ENSG00000227073.1 SDHDP2 chr7 135444461 135444925 + -ENSG00000155561.14 NUP205 chr7 135557919 135648757 + -ENSG00000271414.1 RP11-751K21.1 chr7 135650972 135651416 + -ENSG00000223718.3 AC093107.7 chr7 135660039 135660647 + -ENSG00000243317.7 C7orf73 chr7 135662496 135693418 + -ENSG00000212303.1 RNU6-1154P chr7 135665599 135665702 - -ENSG00000164707.15 SLC13A4 chr7 135681237 135729258 - -ENSG00000273219.1 RP11-644N4.1 chr7 135704537 135704841 + -ENSG00000189320.8 FAM180A chr7 135728348 135748846 - -ENSG00000222219.1 AC091736.1 chr7 135798006 135798109 - -ENSG00000224746.1 AC015987.1 chr7 135926455 135932881 + -ENSG00000105887.10 MTPN chr7 135926761 135977353 - -ENSG00000267697.1 LUZP6 chr7 135927274 135927450 - -ENSG00000199700.1 RNU6-223P chr7 135960703 135960809 + -ENSG00000230649.2 AC024084.1 chr7 136025761 136084668 + -ENSG00000274268.1 AC024084.2 chr7 136052813 136052917 + -ENSG00000232053.6 AC009784.3 chr7 136092925 136437426 + -ENSG00000206705.1 Y_RNA chr7 136129980 136130081 - -ENSG00000220982.3 AC009784.1 chr7 136244444 136244536 + -ENSG00000236503.1 AC009784.4 chr7 136262558 136263017 - -ENSG00000226066.1 AC009541.1 chr7 136485656 136488317 + -ENSG00000234352.9 AC009264.1 chr7 136685559 137182107 - -ENSG00000231244.1 PSMC1P3 chr7 136713871 136715188 + -ENSG00000181072.11 CHRM2 chr7 136868669 137020255 + -ENSG00000207597.1 MIR490 chr7 136903167 136903294 + -ENSG00000223657.2 KRT8P51 chr7 136938280 136938553 - -ENSG00000224469.1 AC009517.2 chr7 137164043 137164612 + -ENSG00000105894.11 PTN chr7 137227341 137343865 - -ENSG00000202023.1 SNORD81 chr7 137287687 137287762 + -ENSG00000231114.1 AC078842.4 chr7 137318592 137326953 + -ENSG00000228031.2 AC078842.3 chr7 137344930 137354483 - -ENSG00000157680.15 DGKI chr7 137381037 137847092 - -ENSG00000279483.1 RPL41 chr7 137513832 137514238 + -ENSG00000230383.1 AC009245.3 chr7 137721985 137722846 + -ENSG00000182158.14 CREB3L2 chr7 137874979 138002067 - -ENSG00000237243.1 AC022173.2 chr7 137953348 137957966 + -ENSG00000122787.14 AKR1D1 chr7 138002324 138117986 + -ENSG00000234639.1 AC009263.2 chr7 138022458 138024339 + -ENSG00000231923.1 AC024082.3 chr7 138046654 138047897 + -ENSG00000231931.1 AC024082.4 chr7 138060056 138060293 + -ENSG00000221558.2 AC024082.1 chr7 138068542 138068629 - -ENSG00000222514.1 RN7SKP223 chr7 138091254 138091315 + -ENSG00000233951.3 RCC2P3 chr7 138122202 138124595 + -ENSG00000266193.1 MIR4468 chr7 138123758 138123821 + -ENSG00000225559.1 AC083867.4 chr7 138163440 138164637 + -ENSG00000252820.1 Y_RNA chr7 138175045 138175136 + -ENSG00000201465.1 SNORA51 chr7 138187998 138188129 - -ENSG00000213238.6 AC008155.2 chr7 138298088 138298484 - -ENSG00000213237.4 AC008155.1 chr7 138404195 138404523 - -ENSG00000281271.1 Y_RNA chr7 138415480 138415574 + -ENSG00000214815.2 AC008265.2 chr7 138440690 138442238 + -ENSG00000122779.16 TRIM24 chr7 138460334 138589993 + -ENSG00000234995.1 AC013429.5 chr7 138490581 138491361 - -ENSG00000157703.15 SVOPL chr7 138594285 138701352 - -ENSG00000252188.1 SNORA40 chr7 138625060 138625179 - -ENSG00000234658.1 AC013429.4 chr7 138645671 138646448 - -ENSG00000243099.1 AC020983.5 chr7 138688980 138689522 + -ENSG00000223721.3 UQCRFS1P2 chr7 138701607 138703062 + -ENSG00000105929.15 ATP6V0A4 chr7 138706295 138799560 - -ENSG00000214128.10 TMEM213 chr7 138797952 138838101 + -ENSG00000122778.9 KIAA1549 chr7 138831381 138981318 - -ENSG00000199646.1 RNU6-1272P chr7 138876359 138876465 - -ENSG00000146858.7 ZC3HAV1L chr7 139025706 139036029 - -ENSG00000105939.12 ZC3HAV1 chr7 139043520 139109719 - -ENSG00000229677.1 RP11-383F6.1 chr7 139049456 139050006 - -ENSG00000105948.13 TTC26 chr7 139133744 139191986 + -ENSG00000239254.1 RP11-365F18.3 chr7 139172516 139174266 - -ENSG00000271537.1 RP11-365F18.6 chr7 139198557 139199142 - -ENSG00000228360.1 RP11-365F18.1 chr7 139227537 139227828 - -ENSG00000271404.1 MZT1P2 chr7 139228221 139228605 + -ENSG00000157741.14 UBN2 chr7 139230356 139308236 + -ENSG00000206843.1 RNU6-206P chr7 139315291 139315394 - -ENSG00000164898.12 C7orf55 chr7 139339457 139346319 + -ENSG00000146963.17 C7orf55-LUC7L2 chr7 139340359 139423457 + -ENSG00000269955.2 LUC7L2 chr7 139341360 139422599 + -ENSG00000273391.1 RP11-634H22.1 chr7 139359032 139359566 - -ENSG00000252332.1 RNU6-911P chr7 139448740 139448843 + -ENSG00000188883.4 KLRG2 chr7 139452690 139483712 - -ENSG00000253183.1 RP4-701O16.5 chr7 139502453 139503812 + -ENSG00000236279.6 CLEC2L chr7 139523856 139544984 + -ENSG00000254270.1 ERHP1 chr7 139534240 139534549 + -ENSG00000064393.15 HIPK2 chr7 139561570 139777778 - -ENSG00000059377.15 TBXAS1 chr7 139777051 140020325 + -ENSG00000059378.12 PARP12 chr7 140023744 140063721 - -ENSG00000006459.10 KDM7A chr7 140084746 140177035 - -ENSG00000251728.1 Y_RNA chr7 140094697 140094792 - -ENSG00000260231.1 JHDM1D-AS1 chr7 140177261 140179640 + -ENSG00000199971.1 RNU6-797P chr7 140209563 140209671 - -ENSG00000199283.1 RNU1-58P chr7 140241870 140242032 + -ENSG00000270512.1 RP5-1136G2.1 chr7 140282465 140282920 + -ENSG00000241661.1 PPP1R2P6 chr7 140292752 140293339 + -ENSG00000157800.17 SLC37A3 chr7 140293693 140404433 - -ENSG00000223113.1 RNA5SP247 chr7 140370441 140370545 + -ENSG00000202472.1 RNA5SP248 chr7 140386781 140386907 - -ENSG00000146955.10 RAB19 chr7 140404043 140426250 + -ENSG00000103200.6 RP11-723C11.2 chr7 140435316 140435787 - -ENSG00000133606.10 MKRN1 chr7 140453040 140479569 - -ENSG00000146966.12 DENND2A chr7 140518420 140673993 - -ENSG00000221732.1 AC006452.1 chr7 140580287 140580349 + -ENSG00000201354.1 Y_RNA chr7 140609847 140609955 + -ENSG00000240173.3 RN7SL771P chr7 140645829 140646126 + -ENSG00000280499.1 AC006452.2 chr7 140645966 140646034 + -ENSG00000133597.9 ADCK2 chr7 140673153 140696261 + -ENSG00000090266.12 NDUFB2 chr7 140690777 140722790 + -ENSG00000240889.1 NDUFB2-AS1 chr7 140695336 140697077 - -ENSG00000157764.12 BRAF chr7 140719327 140924764 - -ENSG00000271932.1 RNU6-85P chr7 140884072 140884178 + -ENSG00000271611.1 RP4-813F11.3 chr7 140934867 140935010 + -ENSG00000242703.1 CCT4P1 chr7 140997952 140999800 - -ENSG00000090263.15 MRPS33 chr7 141002610 141015228 - -ENSG00000223212.1 RNU4-74P chr7 141052249 141052409 + -ENSG00000261115.5 TMEM178B chr7 141074232 141480380 + -ENSG00000261778.1 RP5-1173P7.1 chr7 141173043 141173216 - -ENSG00000261624.1 RP5-914M6.1 chr7 141351977 141352768 + -ENSG00000204990.3 RP5-842K16.1 chr7 141414383 141416390 - -ENSG00000261629.1 RP5-842K16.2 chr7 141429711 141431268 - -ENSG00000261797.1 RP11-744I24.3 chr7 141512698 141513183 - -ENSG00000261570.1 RP11-744I24.2 chr7 141529203 141551304 - -ENSG00000006530.15 AGK chr7 141551189 141655244 + -ENSG00000244701.1 RP5-894A10.2 chr7 141652381 141656810 - -ENSG00000257093.6 KIAA1147 chr7 141656728 141702153 - -ENSG00000270157.1 RP5-894A10.6 chr7 141662922 141663846 - -ENSG00000228775.7 WEE2-AS1 chr7 141704338 141738346 - -ENSG00000214102.7 WEE2 chr7 141708353 141731271 + -ENSG00000212153.1 RNU1-82P chr7 141727984 141728148 + -ENSG00000106028.10 SSBP1 chr7 141738321 141787922 + -ENSG00000127362.2 TAS2R3 chr7 141764097 141765197 + -ENSG00000127364.3 TAS2R4 chr7 141778442 141780819 + -ENSG00000270923.1 TAS2R6P chr7 141787815 141788640 + -ENSG00000127366.5 TAS2R5 chr7 141790217 141791367 + -ENSG00000241926.1 RP5-1154E9.7 chr7 141801315 141802059 - -ENSG00000224354.2 MTND2P5 chr7 141802482 141803487 - -ENSG00000239648.1 MTND1P3 chr7 141803701 141804652 - -ENSG00000240677.1 MYL6P4 chr7 141811805 141812257 + -ENSG00000165076.13 PRSS37 chr7 141836286 141841487 - -ENSG00000240031.1 OR9A3P chr7 141862860 141863737 + -ENSG00000237621.3 OR9A1P chr7 141887148 141888092 + -ENSG00000257335.8 MGAM chr7 141907813 142106747 + -ENSG00000244292.1 OR9N1P chr7 141911217 141911943 + -ENSG00000258083.1 OR9A4 chr7 141918817 141919909 + -ENSG00000258227.6 CLEC5A chr7 141927357 141947007 - -ENSG00000257138.1 TAS2R38 chr7 141972631 141973773 - -ENSG00000257743.8 MGAM2 chr7 142111749 142222324 + -ENSG00000240268.6 MOXD2P chr7 142240740 142247067 - -ENSG00000258223.6 PRSS58 chr7 142252143 142258058 - -ENSG00000186163.9 TRY2P chr7 142265833 142272235 - -ENSG00000241881.1 U66059.58 chr7 142285750 142288869 + -ENSG00000277083.1 PRSS3P3 chr7 142287251 142291597 - -ENSG00000242736.1 TRBV1 chr7 142299177 142299460 + -ENSG00000226660.2 TRBV2 chr7 142300924 142301432 + -ENSG00000237702.2 TRBV3-1 chr7 142308542 142309048 + -ENSG00000211710.3 TRBV4-1 chr7 142313184 142313666 + -ENSG00000211734.3 TRBV5-1 chr7 142320677 142321544 + -ENSG00000211706.2 TRBV6-1 chr7 142328297 142328786 + -ENSG00000211707.3 TRBV7-1 chr7 142332182 142332701 + -ENSG00000211745.3 TRBV4-2 chr7 142345421 142345985 + -ENSG00000243889.1 TRBV8-1 chr7 142358639 142358917 + -ENSG00000242771.1 TRBV5-2 chr7 142372640 142372912 + -ENSG00000211713.3 TRBV6-4 chr7 142380806 142381261 + -ENSG00000211714.3 TRBV7-3 chr7 142384329 142384841 + -ENSG00000239944.1 TRBV8-2 chr7 142386378 142386647 + -ENSG00000211715.1 TRBV5-3 chr7 142389202 142389668 + -ENSG00000211716.2 TRBV9 chr7 142391891 142392412 + -ENSG00000211717.3 TRBV10-1 chr7 142399860 142400377 + -ENSG00000211720.3 TRBV11-1 chr7 142407672 142408136 + -ENSG00000244661.1 TRBV12-1 chr7 142415224 142415666 + -ENSG00000229769.2 TRBV10-2 chr7 142424965 142425465 + -ENSG00000241657.1 TRBV11-2 chr7 142433895 142434394 + -ENSG00000211739.4 TRBV12-2 chr7 142440883 142441325 + -ENSG00000211721.2 TRBV6-5 chr7 142450947 142451448 + -ENSG00000253409.1 TRBV7-4 chr7 142455174 142455635 + -ENSG00000230099.2 TRBV5-4 chr7 142462916 142463581 + -ENSG00000211724.3 TRBV6-6 chr7 142469537 142470013 + -ENSG00000227550.2 TRBV7-5 chr7 142474096 142474567 + -ENSG00000211725.3 TRBV5-5 chr7 142482548 142483019 + -ENSG00000253188.1 TRBV6-7 chr7 142487863 142488295 + -ENSG00000211727.3 TRBV7-6 chr7 142492132 142492673 + -ENSG00000211728.2 TRBV5-6 chr7 142500028 142500534 + -ENSG00000253534.1 TRBV6-8 chr7 142507382 142507810 + -ENSG00000253291.1 TRBV7-7 chr7 142511626 142512127 + -ENSG00000211731.1 TRBV5-7 chr7 142520090 142520556 + -ENSG00000278030.1 TRBV7-9 chr7 142529290 142529762 + -ENSG00000276405.1 TRBV13 chr7 142535809 142536292 + -ENSG00000275791.1 TRBV10-3 chr7 142544212 142544685 + -ENSG00000276597.1 TRBV11-3 chr7 142554836 142555318 + -ENSG00000274752.1 TRBV12-3 chr7 142560423 142560931 + -ENSG00000276953.1 TRBV12-4 chr7 142563740 142564245 + -ENSG00000275158.1 TRBV12-5 chr7 142580917 142581427 + -ENSG00000275743.1 TRBV14 chr7 142587868 142588359 + -ENSG00000276819.1 TRBV15 chr7 142592928 142593473 + -ENSG00000275243.1 TRBV16 chr7 142598016 142598469 + -ENSG00000277880.1 TRBV17 chr7 142601628 142602360 + -ENSG00000276557.1 TRBV18 chr7 142615716 142616415 + -ENSG00000211746.3 TRBV19 chr7 142618849 142619532 + -ENSG00000211747.3 TRBV20-1 chr7 142626649 142627399 + -ENSG00000251578.1 TRBV21-1 chr7 142636924 142637384 + -ENSG00000240578.1 TRBV22-1 chr7 142641746 142642196 + -ENSG00000211749.1 TRBV23-1 chr7 142645961 142646467 + -ENSG00000211750.2 TRBV24-1 chr7 142656701 142657213 + -ENSG00000270672.1 MTRNR2L6 chr7 142666272 142667718 + -ENSG00000282499.1 TCRBV11S1A1T chr7 142670740 142671244 + -ENSG00000211751.7 TRBV25-1 chr7 142670777 142793368 + -ENSG00000211772.8 TRBC2 chr7 142670777 142802748 + -ENSG00000239992.1 TRBVA chr7 142681415 142681869 + -ENSG00000249912.1 TRBV26 chr7 142695699 142696183 + -ENSG00000241911.1 TRBVB chr7 142711384 142711924 + -ENSG00000211752.3 TRBV27 chr7 142715346 142715861 + -ENSG00000211753.4 TRBV28 chr7 142720660 142721160 + -ENSG00000244273.1 PGBD4P1 chr7 142722358 142722764 + -ENSG00000232869.2 TRBV29-1 chr7 142740206 142740894 + -ENSG00000275896.4 PRSS2 chr7 142748662 142774564 + -ENSG00000204983.12 PRSS1 chr7 142749468 142763997 + -ENSG00000250591.3 PRSS3P1 chr7 142760415 142763943 + -ENSG00000243661.1 WBP1LP1 chr7 142778642 142779537 - -ENSG00000282431.1 TRBD1 chr7 142786213 142786224 + -ENSG00000282320.1 TRBJ1-1 chr7 142786880 142786927 + -ENSG00000282420.1 TRBJ1-2 chr7 142787017 142787064 + -ENSG00000282133.1 TRBJ1-3 chr7 142787630 142787679 + -ENSG00000281958.1 TRBJ1-4 chr7 142788225 142788275 + -ENSG00000282173.1 TRBJ1-5 chr7 142788498 142788547 + -ENSG00000282780.1 TRBJ1-6 chr7 142788988 142789040 + -ENSG00000211764.1 TRBJ2-1 chr7 142796365 142796414 + -ENSG00000211765.1 TRBJ2-2 chr7 142796560 142796610 + -ENSG00000211766.1 TRBJ2-2P chr7 142796697 142796742 + -ENSG00000211767.1 TRBJ2-3 chr7 142796847 142796895 + -ENSG00000211768.1 TRBJ2-4 chr7 142796998 142797047 + -ENSG00000211769.1 TRBJ2-5 chr7 142797119 142797166 + -ENSG00000211770.1 TRBJ2-6 chr7 142797239 142797291 + -ENSG00000211771.1 TRBJ2-7 chr7 142797456 142797502 + -ENSG00000237254.2 TRBV30 chr7 142812586 142813399 - -ENSG00000106123.11 EPHB6 chr7 142855061 142871094 + -ENSG00000165125.17 TRPV6 chr7 142871203 142885762 - -ENSG00000224970.2 RP11-114L10.2 chr7 142875836 142892743 + -ENSG00000127412.6 TRPV5 chr7 142908101 142933808 - -ENSG00000165131.6 C7orf34 chr7 142939343 142940868 + -ENSG00000197993.7 KEL chr7 142941114 142962681 - -ENSG00000179468.5 OR9A2 chr7 143026158 143027195 - -ENSG00000239293.1 OR9P1P chr7 143047213 143047580 - -ENSG00000225781.1 OR6V1 chr7 143052320 143053347 + -ENSG00000179420.11 OR6W1P chr7 143062330 143063585 - -ENSG00000159763.3 PIP chr7 143132077 143139746 + -ENSG00000236398.2 TAS2R39 chr7 143183419 143184435 + -ENSG00000268170.2 RP11-556I13.2 chr7 143220468 143222267 - -ENSG00000221937.4 TAS2R40 chr7 143222037 143223079 + -ENSG00000279223.1 RP11-556I13.1 chr7 143224042 143224234 - -ENSG00000197448.13 GSTK1 chr7 143244093 143270854 + -ENSG00000231840.1 AC073342.12 chr7 143255264 143287380 - -ENSG00000178826.10 TMEM139 chr7 143279957 143288048 + -ENSG00000106144.19 CASP2 chr7 143288215 143307696 + -ENSG00000239419.3 RN7SL535P chr7 143290615 143290910 + -ENSG00000240322.3 RN7SL481P chr7 143298516 143298814 + -ENSG00000231531.5 HINT1P1 chr7 143312684 143313061 - -ENSG00000188037.10 CLCN1 chr7 143316126 143352083 + -ENSG00000159784.17 FAM131B chr7 143353400 143362770 - -ENSG00000272619.1 RP11-563K23.1 chr7 143363899 143364229 + -ENSG00000232533.1 AC093673.5 chr7 143379692 143380495 - -ENSG00000159840.15 ZYX chr7 143381080 143391111 + -ENSG00000278449.1 MIR6892 chr7 143382686 143382800 + -ENSG00000146904.8 EPHA1 chr7 143390289 143408892 - -ENSG00000229153.5 EPHA1-AS1 chr7 143407813 143523449 + -ENSG00000234066.1 TAS2R62P chr7 143437034 143437973 + -ENSG00000185899.1 TAS2R60 chr7 143443453 143444409 + -ENSG00000221855.1 TAS2R41 chr7 143477873 143478796 + -ENSG00000236853.1 OR2R1P chr7 143488489 143489402 - -ENSG00000176510.4 OR10AC1 chr7 143510933 143511911 - -ENSG00000229977.2 AC073264.10 chr7 143532749 143533164 - -ENSG00000229877.1 PAICSP5 chr7 143545186 143546735 - -ENSG00000271079.1 CTAGE15 chr7 143571801 143574387 + -ENSG00000252037.1 RNU6-162P chr7 143574746 143574848 + -ENSG00000230556.1 AC073264.6 chr7 143578907 143579072 + -ENSG00000223459.5 TCAF1P1 chr7 143598040 143604839 + -ENSG00000170379.19 TCAF2 chr7 143620950 143730409 + -ENSG00000252523.1 RNU6-267P chr7 143754628 143754730 - -ENSG00000271321.1 CTAGE6 chr7 143755089 143757696 - -ENSG00000253882.6 RP11-61L23.2 chr7 143761790 143836933 - -ENSG00000241136.1 PAICSP6 chr7 143782667 143784284 + -ENSG00000232145.1 RP11-307I2.1 chr7 143796295 143796720 + -ENSG00000159860.6 TCAF2P1 chr7 143800732 143817973 + -ENSG00000198420.9 TCAF1 chr7 143851375 143902198 - -ENSG00000221910.2 OR2F2 chr7 143935166 143936279 + -ENSG00000243583.1 RP4-669B10.3 chr7 143954844 143997312 + -ENSG00000213215.3 OR2F1 chr7 143959927 143961015 + -ENSG00000279723.1 AC004853.1 chr7 143959971 143960924 + -ENSG00000270729.1 RP4-669B10.6 chr7 143979121 143980225 - -ENSG00000273377.1 OR2Q1P chr7 143980905 143981820 + -ENSG00000242280.1 SLC16A1P1 chr7 143985142 143986651 + -ENSG00000221813.3 OR6B1 chr7 144003929 144004983 + -ENSG00000221836.2 OR2A5 chr7 144050368 144051380 + -ENSG00000221933.2 OR2A25 chr7 144074182 144075195 + -ENSG00000239967.1 OR2A41P chr7 144077721 144077825 + -ENSG00000221858.2 OR2A12 chr7 144095048 144096093 + -ENSG00000221989.2 OR2A2 chr7 144109514 144110564 + -ENSG00000221938.3 OR2A14 chr7 144109583 144130069 + -ENSG00000239981.1 OR2A15P chr7 144118461 144119360 - -ENSG00000273234.1 OR2A13P chr7 144142009 144142938 + -ENSG00000183122.4 OR2A3P chr7 144157226 144158178 + -ENSG00000240621.1 OR2AO1P chr7 144176740 144177142 + -ENSG00000225932.3 CTAGE4 chr7 144183466 144186053 + -ENSG00000213214.4 ARHGEF35 chr7 144186083 144195655 - -ENSG00000244198.5 RP4-545C24.1 chr7 144194858 144280547 + -ENSG00000212807.1 OR2A42 chr7 144231911 144232843 - -ENSG00000170356.8 OR2A20P chr7 144250045 144252957 - -ENSG00000244479.6 OR2A1-AS1 chr7 144251264 144356181 - -ENSG00000243896.3 OR2A7 chr7 144258607 144259722 - -ENSG00000244693.1 CTAGE8 chr7 144266701 144269288 - -ENSG00000204959.4 ARHGEF34P chr7 144272445 144286966 - -ENSG00000228960.5 OR2A9P chr7 144294480 144300934 + -ENSG00000221970.1 OR2A1 chr7 144318125 144319057 + -ENSG00000050327.14 ARHGEF5 chr7 144355288 144380632 + -ENSG00000106410.14 NOBOX chr7 144397240 144410227 - -ENSG00000242978.1 RP4-545C24.5 chr7 144434826 144435314 - -ENSG00000221507.1 RNU6ATAC40P chr7 144451681 144451817 + -ENSG00000196511.13 TPK1 chr7 144451941 144836395 - -ENSG00000243746.1 EEF1A1P10 chr7 144647186 144648575 - -ENSG00000200673.1 RN7SKP174 chr7 144849755 144850084 - -ENSG00000236343.1 EI24P4 chr7 145005058 145006135 + -ENSG00000214035.3 AC073310.4 chr7 145009961 145010993 + -ENSG00000225918.1 RPL7P59 chr7 145039999 145040941 - -ENSG00000226592.1 AC004911.2 chr7 145269514 145270384 + -ENSG00000231839.1 AC073055.2 chr7 145583197 145584817 + -ENSG00000230746.1 AC006007.1 chr7 145675882 145681369 - -ENSG00000280144.1 RP11-13M3.1 chr7 146050062 146050366 + -ENSG00000174469.17 CNTNAP2 chr7 146116002 148420998 + -ENSG00000274127.1 uc_338 chr7 146208665 146208819 - -ENSG00000274118.1 Y_RNA chr7 146311720 146311822 + -ENSG00000221766.1 AC084872.1 chr7 146896597 146896693 - -ENSG00000236795.1 AC006004.1 chr7 147080934 147097609 - -ENSG00000226857.1 DUTP3 chr7 147146342 147146756 + -ENSG00000232391.1 RANP2 chr7 147167344 147167572 + -ENSG00000221442.1 MIR548F4 chr7 147378017 147378121 - -ENSG00000230190.1 AC005518.2 chr7 147671711 147673143 + -ENSG00000270634.1 RP4-777G9.1 chr7 147704294 147704575 - -ENSG00000207318.1 RNU6-1184P chr7 147831770 147831877 + -ENSG00000251936.1 RNA5SP249 chr7 147849884 147849982 + -ENSG00000242266.3 RN7SL456P chr7 147940007 147940301 + -ENSG00000199370.2 U3 chr7 148389645 148389859 + -ENSG00000243374.3 RN7SL72P chr7 148438309 148438577 + -ENSG00000274133.1 RP11-163I18.2 chr7 148445786 148446299 + -ENSG00000213210.4 AC005229.5 chr7 148580401 148580799 + -ENSG00000170279.2 C7orf33 chr7 148590565 148615860 + -ENSG00000213209.2 AC005229.7 chr7 148637179 148637587 + -ENSG00000270200.1 RP5-1136G13.1 chr7 148649547 148650240 + -ENSG00000273314.1 RP5-1136G13.2 chr7 148696467 148698664 - -ENSG00000055130.15 CUL1 chr7 148697914 148801036 + -ENSG00000264918.1 AC005229.1 chr7 148730829 148730928 - -ENSG00000106462.10 EZH2 chr7 148807383 148884321 - -ENSG00000275586.1 Metazoa_SRP chr7 148876018 148876286 + -ENSG00000239468.3 RN7SL569P chr7 148890226 148890513 + -ENSG00000252316.1 RNY4 chr7 148963315 148963410 + -ENSG00000202354.1 RNY3 chr7 148983755 148983856 + -ENSG00000201098.1 RNY1 chr7 148987136 148987248 - -ENSG00000281189.1 GHET1 chr7 148987527 148989432 + -ENSG00000155660.10 PDIA4 chr7 149003062 149028641 - -ENSG00000202528.1 RNU6-650P chr7 149033057 149033167 + -ENSG00000234565.1 COX6B1P1 chr7 149053961 149054173 + -ENSG00000197362.13 ZNF786 chr7 149069643 149090782 - -ENSG00000204947.8 ZNF425 chr7 149102784 149126346 - -ENSG00000240877.3 RN7SL521P chr7 149125690 149125986 - -ENSG00000197024.8 ZNF398 chr7 149126416 149182802 + -ENSG00000239719.1 RP4-800G7.1 chr7 149191043 149191223 - -ENSG00000170265.11 ZNF282 chr7 149195485 149226248 + -ENSG00000170260.8 ZNF212 chr7 149239651 149255609 + -ENSG00000204946.9 ZNF783 chr7 149262171 149297302 + -ENSG00000271664.1 RP4-800G7.3 chr7 149275619 149277992 - -ENSG00000244560.6 RP4-800G7.2 chr7 149285281 149297312 + -ENSG00000231397.1 AC004941.5 chr7 149321865 149322092 - -ENSG00000215311.3 NPM1P12 chr7 149334024 149334857 + -ENSG00000228151.1 AC004941.3 chr7 149398204 149401456 + -ENSG00000261842.1 RP11-143I21.1 chr7 149422675 149424890 + -ENSG00000196453.7 ZNF777 chr7 149431363 149461123 - -ENSG00000181220.15 ZNF746 chr7 149472794 149497817 - -ENSG00000280992.1 AC004932.1 chr7 149541747 149541846 - -ENSG00000133624.13 ZNF767P chr7 149547154 149624752 - -ENSG00000133619.17 KRBA1 chr7 149714781 149734575 + -ENSG00000181444.12 ZNF467 chr7 149764182 149773479 - -ENSG00000197558.11 SSPO chr7 149776042 149833979 + -ENSG00000106479.10 ZNF862 chr7 149838367 149867479 + -ENSG00000280149.1 RP4-751H13.5 chr7 149851572 149852170 + -ENSG00000273419.1 RP4-751H13.7 chr7 149858400 149862492 - -ENSG00000204934.10 ATP6V0E2-AS1 chr7 149867697 149880610 - -ENSG00000171130.17 ATP6V0E2 chr7 149872968 149880698 + -ENSG00000273293.1 RP11-445N20.3 chr7 149881359 149881580 - -ENSG00000279536.1 RP11-445N20.2 chr7 149881477 149882105 + -ENSG00000273011.1 RP11-728K20.3 chr7 149890739 149891416 + -ENSG00000224016.2 RP11-728K20.1 chr7 149891191 149909704 - -ENSG00000260555.1 RP11-728K20.2 chr7 150000752 150005124 + -ENSG00000241449.5 RP11-545G3.1 chr7 150040521 150076655 + -ENSG00000276538.1 RP11-545G3.2 chr7 150047609 150047854 - -ENSG00000280676.1 AC092666.1 chr7 150079905 150079993 - -ENSG00000106526.10 ACTR3C chr7 150243916 150323725 - -ENSG00000127399.14 LRRC61 chr7 150322639 150338150 + -ENSG00000188707.5 ZBED6CL chr7 150329789 150332721 + -ENSG00000106538.9 RARRES2 chr7 150338317 150341674 - -ENSG00000261305.1 RP4-584D14.7 chr7 150341771 150342607 + -ENSG00000240449.1 RP4-584D14.5 chr7 150363777 150372590 - -ENSG00000214022.11 REPIN1 chr7 150368189 150374044 + -ENSG00000196456.8 ZNF775 chr7 150368790 150412470 + -ENSG00000239377.1 RP4-584D14.6 chr7 150379854 150383885 - -ENSG00000242258.1 LINC00996 chr7 150433654 150448140 + -ENSG00000171115.3 GIMAP8 chr7 150450630 150479392 + -ENSG00000271582.1 RP11-511P7.4 chr7 150484061 150485135 - -ENSG00000213205.3 STRADBP1 chr7 150512559 150513839 - -ENSG00000179144.4 GIMAP7 chr7 150514830 150521073 + -ENSG00000243853.1 ALDH7A1P3 chr7 150541754 150542098 - -ENSG00000133574.9 GIMAP4 chr7 150567277 150573955 + -ENSG00000271568.1 RP11-632K21.7 chr7 150603561 150604644 - -ENSG00000232361.3 RP11-632K21.3 chr7 150614061 150614764 - -ENSG00000133561.15 GIMAP6 chr7 150625375 150632648 - -ENSG00000270990.1 RP11-632K21.6 chr7 150676833 150677918 - -ENSG00000106560.10 GIMAP2 chr7 150685697 150693641 + -ENSG00000213203.2 GIMAP1 chr7 150716557 150724284 + -ENSG00000281887.2 GIMAP1-GIMAP5 chr7 150716557 150743649 + -ENSG00000196329.10 GIMAP5 chr7 150722253 150750033 + -ENSG00000177590.7 GIMAP3P chr7 150746893 150747728 - -ENSG00000241134.3 BET1P1 chr7 150749736 150750094 + -ENSG00000106565.17 TMEM176B chr7 150791285 150801360 - -ENSG00000002933.7 TMEM176A chr7 150800403 150805120 + -ENSG00000002726.19 AOC1 chr7 150824627 150861504 + -ENSG00000055118.14 KCNH2 chr7 150944961 150978315 - -ENSG00000164867.10 NOS3 chr7 150990995 151014588 + -ENSG00000181652.18 ATG9B chr7 151012209 151024499 - -ENSG00000197150.12 ABCB8 chr7 151028422 151047782 + -ENSG00000243433.1 RP11-148K1.10 chr7 151028781 151029754 - -ENSG00000213199.7 ASIC3 chr7 151048292 151052756 + -ENSG00000164885.12 CDK5 chr7 151053812 151058530 - -ENSG00000164889.12 SLC4A2 chr7 151057210 151076527 + -ENSG00000244151.1 RP11-148K1.12 chr7 151074742 151076530 - -ENSG00000164896.19 FASTK chr7 151076593 151080866 - -ENSG00000164897.12 TMUB1 chr7 151081080 151083546 - -ENSG00000133612.18 AGAP3 chr7 151085831 151144436 + -ENSG00000164900.4 GBX1 chr7 151148589 151174745 - -ENSG00000146926.10 ASB10 chr7 151175698 151187832 - -ENSG00000278685.4 IQCA1L chr7 151190873 151205496 - -ENSG00000033050.7 ABCF2 chr7 151207837 151227230 - -ENSG00000033100.14 CHPF2 chr7 151232489 151238827 + -ENSG00000211517.1 MIR671 chr7 151238421 151238538 + -ENSG00000082014.16 SMARCD3 chr7 151238764 151277896 - -ENSG00000272661.1 RP4-548D19.3 chr7 151240399 151240972 + -ENSG00000243018.1 RP5-1070G24.2 chr7 151249325 151254390 + -ENSG00000013374.15 NUB1 chr7 151341699 151378449 + -ENSG00000187260.15 WDR86 chr7 151375909 151410727 - -ENSG00000243836.5 WDR86-AS1 chr7 151409161 151413354 + -ENSG00000241456.1 RP4-555L14.4 chr7 151427683 151439124 + -ENSG00000127377.8 CRYGN chr7 151428835 151440813 - -ENSG00000265810.1 MIR3907 chr7 151433489 151433639 - -ENSG00000241959.3 RN7SL76P chr7 151464650 151464938 - -ENSG00000106615.9 RHEB chr7 151466012 151520120 - -ENSG00000240132.1 ETF1P2 chr7 151501878 151503463 + -ENSG00000106617.13 PRKAG2 chr7 151556111 151877125 - -ENSG00000242048.3 RP13-452N2.1 chr7 151806490 151810820 + -ENSG00000239911.2 PRKAG2-AS1 chr7 151877042 151879223 + -ENSG00000212219.1 RNU6-604P chr7 151900275 151900374 + -ENSG00000222941.2 Y_RNA chr7 151916331 151916418 + -ENSG00000227562.1 RP11-796I2.1 chr7 151950386 151954985 - -ENSG00000106648.13 GALNTL5 chr7 151956379 152019934 + -ENSG00000276213.1 Metazoa_SRP chr7 152025194 152025472 - -ENSG00000178234.12 GALNT11 chr7 152025674 152122347 + -ENSG00000229591.1 RP5-981O7.2 chr7 152120001 152121717 - -ENSG00000213188.3 YBX1P4 chr7 152128879 152129686 + -ENSG00000055609.17 KMT2C chr7 152134922 152436005 - -ENSG00000278435.1 AC104692.1 chr7 152267507 152267611 - -ENSG00000270405.1 RP11-208G20.3 chr7 152366763 152367015 + -ENSG00000204894.4 RP11-208G20.2 chr7 152367171 152367260 + -ENSG00000241007.1 SEPT7P6 chr7 152367519 152368661 + -ENSG00000253088.1 Y_RNA chr7 152402780 152402893 + -ENSG00000241735.1 FABP5P3 chr7 152436895 152443187 + -ENSG00000221454.1 AC005631.1 chr7 152439221 152439308 + -ENSG00000020219.9 CCT8L1P chr7 152445477 152447150 + -ENSG00000261455.1 LINC01003 chr7 152463786 152465549 + -ENSG00000231139.1 AC104843.4 chr7 152590641 152590941 - -ENSG00000199404.1 RNA5SP250 chr7 152592973 152593091 - -ENSG00000225416.1 AC104843.3 chr7 152602213 152602892 - -ENSG00000212590.1 SNORA26 chr7 152609313 152609434 + -ENSG00000196584.2 XRCC2 chr7 152644779 152676165 - -ENSG00000214003.2 ATP5F1P3 chr7 152749079 152749735 + -ENSG00000244328.3 RN7SL845P chr7 152757662 152757951 + -ENSG00000133627.17 ACTR3B chr7 152759749 152855378 + -ENSG00000265275.1 AF104455.1 chr7 153056737 153056819 + -ENSG00000224104.1 AC079809.2 chr7 153144313 153144588 - -ENSG00000234722.3 LINC01287 chr7 153399920 153413963 - -ENSG00000233489.1 PAXBP1P1 chr7 153449429 153449875 + -ENSG00000130226.16 DPP6 chr7 153887097 154894285 + -ENSG00000226509.1 AC005588.2 chr7 153968665 153968826 - -ENSG00000281640.1 AC006019.1 chr7 154020657 154020737 + -ENSG00000270114.1 RP5-1048B16.1 chr7 154026287 154038604 - -ENSG00000203335.4 AC006019.3 chr7 154055585 154059561 - -ENSG00000233363.1 AC006019.4 chr7 154092201 154096043 - -ENSG00000236408.1 RP11-476H24.1 chr7 154838388 154865483 - -ENSG00000214106.7 PAXIP1-AS2 chr7 154928498 154949908 + -ENSG00000157212.18 PAXIP1 chr7 154943687 155003084 - -ENSG00000272760.1 RP11-5C23.1 chr7 154951226 154952188 + -ENSG00000273183.1 RP11-5C23.2 chr7 154956429 154957107 + -ENSG00000273344.1 PAXIP1-AS1 chr7 155003448 155005703 + -ENSG00000220575.7 HTR5A-AS1 chr7 155067067 155071557 - -ENSG00000157219.3 HTR5A chr7 155070324 155085749 + -ENSG00000274637.1 RP11-279O22.1 chr7 155106062 155106400 - -ENSG00000228806.1 AC092628.3 chr7 155106400 155106651 + -ENSG00000201066.1 RN7SKP280 chr7 155181881 155182184 + -ENSG00000217825.2 AC099552.4 chr7 155196563 155198455 - -ENSG00000228521.2 AC099552.3 chr7 155204147 155205189 + -ENSG00000278998.1 RP11-1430O6.1 chr7 155222903 155223851 + -ENSG00000225612.1 AC099552.2 chr7 155267299 155268052 + -ENSG00000273117.1 AC144652.1 chr7 155295918 155297541 - -ENSG00000186480.12 INSIG1 chr7 155297776 155310235 + -ENSG00000204960.6 BLACE chr7 155356985 155367934 - -ENSG00000218672.1 AC008060.7 chr7 155382076 155396356 + -ENSG00000260426.1 RP5-912I13.1 chr7 155399922 155401782 + -ENSG00000236544.1 AC008060.8 chr7 155421206 155457099 - -ENSG00000164778.4 EN2 chr7 155458129 155464831 + -ENSG00000146910.11 CNPY1 chr7 155474206 155533862 - -ENSG00000280862.1 AC008060.1 chr7 155478232 155478369 + -ENSG00000227365.1 AC008060.5 chr7 155510283 155518623 + -ENSG00000216895.8 AC009403.2 chr7 155611231 155645205 - -ENSG00000184863.10 RBM33 chr7 155644451 155781485 + -ENSG00000164690.7 SHH chr7 155799986 155812273 - -ENSG00000221113.1 AC104133.1 chr7 155871891 155872007 + -ENSG00000204876.4 AC021218.2 chr7 155962632 155966343 + -ENSG00000207061.1 Y_RNA chr7 156186122 156186223 - -ENSG00000270584.1 RP11-362B23.1 chr7 156263547 156263802 + -ENSG00000228569.1 AC073133.2 chr7 156432523 156435833 - -ENSG00000233878.1 AC073133.1 chr7 156437789 156445588 - -ENSG00000182648.11 LINC01006 chr7 156472196 156640654 - -ENSG00000279418.1 LINC00244 chr7 156540491 156541103 + -ENSG00000234450.1 AC005534.6 chr7 156633355 156633787 + -ENSG00000105982.16 RNF32 chr7 156640281 156677130 + -ENSG00000224903.1 AC005534.8 chr7 156654185 156657693 - -ENSG00000105983.19 LMBR1 chr7 156668946 156893230 - -ENSG00000206938.1 RNU4-31P chr7 156872078 156872218 + -ENSG00000230033.1 RP5-1121A15.3 chr7 156944721 156945645 + -ENSG00000146909.7 NOM1 chr7 156949723 156973182 + -ENSG00000130675.14 MNX1 chr7 156994051 157010651 - -ENSG00000235029.1 MNX1-AS2 chr7 157006307 157007132 + -ENSG00000243479.3 MNX1-AS1 chr7 157010805 157016426 + -ENSG00000236102.2 RP4-639J15.1 chr7 157057709 157058514 - -ENSG00000229365.3 RP4-639J15.2 chr7 157087955 157088543 - -ENSG00000269446.2 RP4-639J15.3 chr7 157109980 157111072 + -ENSG00000009335.17 UBE3C chr7 157138913 157269372 + -ENSG00000225224.1 RP4-814D15.2 chr7 157192368 157192832 + -ENSG00000236018.2 RP4-814D15.1 chr7 157197600 157198511 - -ENSG00000224629.1 RP5-1142J19.2 chr7 157263022 157263229 - -ENSG00000229660.1 RP5-1142J19.1 chr7 157281536 157282686 - -ENSG00000105993.14 DNAJB6 chr7 157335381 157417439 + -ENSG00000234210.1 AC006372.4 chr7 157466231 157499716 + -ENSG00000223872.1 AC006372.5 chr7 157501322 157503577 + -ENSG00000233191.1 AC006372.6 chr7 157513294 157516841 + -ENSG00000280266.1 RP11-331D5.2 chr7 157525783 157527325 + -ENSG00000155093.17 PTPRN2 chr7 157539056 158587788 - -ENSG00000207960.1 MIR153-2 chr7 157574336 157574422 - -ENSG00000222012.1 AC005481.5 chr7 157614023 157618765 + -ENSG00000231515.1 AC006003.3 chr7 157739010 157740456 - -ENSG00000233038.5 AC011899.9 chr7 157854529 157866092 + -ENSG00000272839.1 RP11-452C13.1 chr7 157868538 157869154 + -ENSG00000231980.1 AC011899.10 chr7 158027373 158031128 + -ENSG00000207637.1 MIR595 chr7 158532718 158532813 - -ENSG00000225365.1 AC078942.1 chr7 158537495 158539879 + -ENSG00000232715.1 LINC01022 chr7 158590629 158591120 + -ENSG00000265598.1 MIR5707 chr7 158591616 158591696 + -ENSG00000224324.1 THAP5P1 chr7 158623188 158623449 - -ENSG00000146918.19 NCAPG2 chr7 158631311 158704829 - -ENSG00000228030.2 AC019084.7 chr7 158719730 158720161 + -ENSG00000117868.15 ESYT2 chr7 158730995 158830253 - -ENSG00000126870.15 WDR60 chr7 158856578 158956747 + -ENSG00000231419.6 LINC00689 chr7 159006522 159030195 + -ENSG00000106018.13 VIPR2 chr7 159028175 159144957 - -ENSG00000229435.2 PIP5K1P2 chr7 159231435 159233377 + -ENSG00000253620.2 AC144568.4 chr8 64091 64320 - -ENSG00000253896.3 AC144568.2 chr8 72601 79775 + -ENSG00000254193.1 RP11-585F1.8 chr8 150584 150728 - -ENSG00000253612.1 WBP1LP3 chr8 155274 155481 + -ENSG00000176269.3 OR4F21 chr8 166049 167043 - -ENSG00000255464.1 SEPT14P8 chr8 200385 200562 - -ENSG00000253166.2 RP11-585F1.6 chr8 202660 202897 - -ENSG00000223508.5 RPL23AP53 chr8 213186 232231 - -ENSG00000172748.12 ZNF596 chr8 232137 247342 + -ENSG00000272812.1 RP5-855D21.3 chr8 233119 233692 + -ENSG00000272240.1 RP5-855D21.1 chr8 234347 234887 - -ENSG00000273402.1 RP5-855D21.2 chr8 237045 237669 + -ENSG00000254104.2 RP11-63E5.1 chr8 264315 264672 + -ENSG00000249868.5 RP11-63E5.6 chr8 311133 331026 - -ENSG00000182366.9 FAM87A chr8 375931 383174 - -ENSG00000147364.16 FBXO25 chr8 406428 477967 + -ENSG00000272293.1 RP11-91J19.3 chr8 450714 451343 - -ENSG00000279852.1 RP11-91J19.2 chr8 486117 488512 - -ENSG00000180190.11 TDRP chr8 489792 545781 - -ENSG00000104714.13 ERICH1 chr8 614746 738106 - -ENSG00000254207.1 RP11-43A14.1 chr8 725188 725877 - -ENSG00000237647.8 ERICH1-AS1 chr8 737651 1137777 + -ENSG00000282375.1 RP11-43A14.2 chr8 738548 740374 + -ENSG00000282759.1 RP11-555E9.1 chr8 891251 893112 - -ENSG00000282692.1 CTD-3212A4.2 chr8 1018757 1019704 + -ENSG00000254269.5 CTD-2281E23.2 chr8 1104882 1262580 + -ENSG00000254160.1 CTD-2281E23.3 chr8 1246789 1248760 - -ENSG00000275427.1 CTD-2281E23.1 chr8 1296034 1302607 - -ENSG00000260721.1 AF067845.1 chr8 1368642 1369833 - -ENSG00000282160.1 AF067845.2 chr8 1373685 1381394 + -ENSG00000281961.1 AF067845.3 chr8 1377867 1380307 + -ENSG00000198010.11 DLGAP2 chr8 1501366 1708476 + -ENSG00000253267.5 DLGAP2-AS1 chr8 1565509 1622417 - -ENSG00000254265.1 CTD-2336O2.2 chr8 1730206 1731452 + -ENSG00000182372.7 CLN8 chr8 1755778 1786572 + -ENSG00000282021.1 CTD-2336O2.3 chr8 1758208 1760447 - -ENSG00000253982.1 CTD-2336O2.1 chr8 1761990 1764502 - -ENSG00000207826.1 MIR596 chr8 1817231 1817307 + -ENSG00000104728.15 ARHGEF10 chr8 1823976 1958641 + -ENSG00000253696.2 KBTBD11-OT1 chr8 1971397 1976478 + -ENSG00000253764.1 RP11-439C15.4 chr8 1972570 1974637 - -ENSG00000176595.3 KBTBD11 chr8 1973878 2006936 + -ENSG00000270988.1 RP11-439C15.5 chr8 1974818 1975314 + -ENSG00000253805.1 RP11-1049H7.2 chr8 2033508 2035587 + -ENSG00000036448.9 MYOM2 chr8 2045040 2165552 + -ENSG00000273593.1 MIR7160 chr8 2076589 2076640 + -ENSG00000253444.1 AC133633.2 chr8 2493876 2512580 - -ENSG00000282686.1 CH17-31A6.1 chr8 2495522 2499428 + -ENSG00000282142.1 CH17-174L20.1 chr8 2517898 2529710 - -ENSG00000253855.1 AC133633.1 chr8 2518998 2522182 + -ENSG00000277526.4 RP11-378A12.1 chr8 2589985 2623382 - -ENSG00000254319.5 RP11-134O21.1 chr8 2666079 2728451 - -ENSG00000253853.1 GS1-57L11.1 chr8 2727318 2822482 + -ENSG00000183117.17 CSMD1 chr8 2935353 4994972 - -ENSG00000281850.1 AC021523.1 chr8 3121968 3122060 - -ENSG00000253162.1 RP11-279L11.1 chr8 3373353 3375226 - -ENSG00000222546.1 RNA5SP251 chr8 3700492 3700628 + -ENSG00000254244.1 PAICSP4 chr8 4787332 4788584 + -ENSG00000253262.1 RP11-221H10.1 chr8 5072645 5072869 - -ENSG00000273876.1 RP11-221H10.2 chr8 5127919 5128233 - -ENSG00000206661.1 SNORA70 chr8 5128279 5128412 - -ENSG00000242079.1 RN7SL318P chr8 5142411 5142707 - -ENSG00000278256.1 RP11-29A2.1 chr8 5363371 5363650 + -ENSG00000271248.1 RP11-745K9.2 chr8 5455218 5455665 - -ENSG00000240486.2 RPL23AP54 chr8 5476548 5476966 + -ENSG00000253510.1 RP5-991O23.1 chr8 5506068 5509126 - -ENSG00000254007.1 RP11-281H11.1 chr8 5659679 5670077 - -ENSG00000275461.1 RP11-281H11.2 chr8 5716584 5716804 + -ENSG00000253571.1 RP11-728L1.1 chr8 5848697 5849692 + -ENSG00000222589.1 RN7SKP159 chr8 5910945 5911236 - -ENSG00000274464.1 AC079054.1 chr8 5951206 5951330 - -ENSG00000253189.1 RP11-158A14.1 chr8 6036433 6036974 - -ENSG00000253880.1 RP11-124B13.1 chr8 6044353 6257537 - -ENSG00000246089.3 RP11-115C21.2 chr8 6403551 6407142 - -ENSG00000147316.12 MCPH1 chr8 6406592 6648504 + -ENSG00000253550.1 RP11-115C21.4 chr8 6473845 6474288 - -ENSG00000091879.13 ANGPT2 chr8 6499651 6563409 - -ENSG00000271743.1 CTD-2541M15.3 chr8 6615604 6617198 - -ENSG00000249898.7 MCPH1-AS1 chr8 6618475 6708209 - -ENSG00000276580.1 MIR8055 chr8 6622124 6622220 - -ENSG00000155189.11 AGPAT5 chr8 6708357 6759666 + -ENSG00000266038.1 MIR4659B chr8 6745164 6745244 + -ENSG00000275591.4 XKR5 chr8 6808517 6835644 - -ENSG00000245857.2 GS1-24F4.2 chr8 6835554 6885276 + -ENSG00000164825.3 DEFB1 chr8 6870575 6878022 - -ENSG00000250752.2 RPL23AP96 chr8 6898878 6899468 - -ENSG00000164822.4 DEFA6 chr8 6924693 6926076 - -ENSG00000254625.1 GS1-24F4.3 chr8 6928608 6930473 + -ENSG00000164821.4 DEFA4 chr8 6935822 6938338 - -ENSG00000223629.1 DEFA8P chr8 6950726 6951599 - -ENSG00000233238.1 DEFA9P chr8 6959289 6960161 - -ENSG00000233531.1 DEFA10P chr8 6968141 6969113 - -ENSG00000206047.2 DEFA1 chr8 6977649 6980080 - -ENSG00000215378.3 DEFT1P chr8 6987178 6989721 - -ENSG00000240247.6 DEFA1B chr8 6996766 7018289 - -ENSG00000239839.5 DEFA3 chr8 6996837 7018301 - -ENSG00000232039.2 DEFT1P2 chr8 7006293 7007389 - -ENSG00000234178.1 DEFA11P chr8 7028641 7029489 - -ENSG00000206042.1 DEFA7P chr8 7038571 7039439 - -ENSG00000164816.7 DEFA5 chr8 7055304 7056734 - -ENSG00000255273.1 AF238378.7 chr8 7082971 7083328 + -ENSG00000234120.1 AF228730.8 chr8 7112314 7113728 - -ENSG00000216206.1 AF228730.1 chr8 7115899 7116048 - -ENSG00000228744.1 RPS3AP30 chr8 7122857 7123704 + -ENSG00000254683.1 SNRPCP6 chr8 7143632 7143841 - -ENSG00000230106.1 SNRPCP15 chr8 7170550 7170741 + -ENSG00000214268.2 RPS3AP33 chr8 7190901 7191563 - -ENSG00000221567.1 AF228730.2 chr8 7198440 7198588 + -ENSG00000231930.1 AF228730.5 chr8 7200756 7200857 + -ENSG00000255025.1 AF228730.13 chr8 7238286 7238631 - -ENSG00000177306.4 OR7E125P chr8 7246726 7247571 - -ENSG00000230045.4 FAM90A15P chr8 7256904 7259914 + -ENSG00000233132.4 FAM90A3P chr8 7264526 7267536 + -ENSG00000249005.3 FAM90A4P chr8 7272148 7275158 + -ENSG00000223885.4 FAM90A13P chr8 7279770 7282780 + -ENSG00000215373.4 FAM90A5P chr8 7287392 7290402 + -ENSG00000233295.3 FAM90A20P chr8 7295014 7298024 + -ENSG00000215374.5 FAM66B chr8 7301611 7355354 - -ENSG00000206034.1 DEFB109P1B chr8 7312846 7319951 + -ENSG00000230549.3 USP17L1 chr8 7332387 7333979 + -ENSG00000236125.3 USP17L4 chr8 7337115 7338707 + -ENSG00000235778.1 AC130360.8 chr8 7341826 7342942 + -ENSG00000215372.6 ZNF705G chr8 7355517 7385558 - -ENSG00000215371.3 DEFB108P2 chr8 7373114 7377500 + -ENSG00000177257.2 DEFB4B chr8 7414860 7416863 - -ENSG00000255128.1 HSPD1P3 chr8 7418991 7420546 + -ENSG00000177243.3 DEFB103B chr8 7428888 7430348 - -ENSG00000164871.17 SPAG11B chr8 7442684 7463674 - -ENSG00000177023.2 DEFB104B chr8 7470308 7475082 - -ENSG00000187082.2 DEFB106B chr8 7482504 7486400 - -ENSG00000186599.7 DEFB105B chr8 7487669 7489593 + -ENSG00000198129.2 DEFB107B chr8 7495846 7509311 + -ENSG00000255251.1 PRR23D1 chr8 7539628 7542450 + -ENSG00000248944.1 FAM90A6P chr8 7549053 7552062 - -ENSG00000236660.6 FAM90A7P chr8 7556700 7559712 - -ENSG00000234749.5 FAM90A21P chr8 7564350 7567360 - -ENSG00000215365.4 FAM90A22P chr8 7571995 7575006 - -ENSG00000241737.2 FAM90A23P chr8 7579644 7582653 - -ENSG00000233176.3 OR7E157P chr8 7592006 7592916 + -ENSG00000254796.1 RP11-1118M6.2 chr8 7601004 7601267 + -ENSG00000254889.1 AC084121.14 chr8 7696830 7697093 - -ENSG00000254715.3 OR7E154P chr8 7705182 7706113 - -ENSG00000189393.5 FAM90A14P chr8 7715443 7718453 + -ENSG00000231656.4 FAM90A18P chr8 7723091 7726101 + -ENSG00000229477.3 FAM90A16P chr8 7730739 7733749 + -ENSG00000224710.3 FAM90A8P chr8 7738387 7741396 + -ENSG00000223535.4 FAM90A17P chr8 7746034 7749606 + -ENSG00000237122.3 FAM90A19P chr8 7753682 7756692 + -ENSG00000235825.3 FAM90A9P chr8 7761330 7764340 + -ENSG00000254597.1 FAM90A10P chr8 7768977 7771988 + -ENSG00000255378.1 PRR23D2 chr8 7778591 7781413 - -ENSG00000254776.1 AC084121.17 chr8 7793716 7795870 - -ENSG00000186572.2 DEFB107A chr8 7811720 7815716 - -ENSG00000186562.7 DEFB105A chr8 7821966 7823889 - -ENSG00000186579.2 DEFB106A chr8 7825172 7829053 + -ENSG00000176782.2 DEFB104A chr8 7836471 7841242 + -ENSG00000178287.17 SPAG11A chr8 7847876 7868867 + -ENSG00000176797.3 DEFB103A chr8 7881204 7882664 + -ENSG00000254543.1 HSPD1P2 chr8 7891003 7892555 - -ENSG00000171711.2 DEFB4A chr8 7894629 7896711 + -ENSG00000215356.4 ZNF705B chr8 7926337 7952413 + -ENSG00000229907.3 DEFB108P1 chr8 7934412 7938770 - -ENSG00000225725.4 FAM66E chr8 7955014 8008755 + -ENSG00000255211.1 RP11-1195F20.7 chr8 7967344 7968544 - -ENSG00000237038.4 USP17L8 chr8 7971661 7977985 - -ENSG00000225327.3 USP17L3 chr8 7976393 7977985 - -ENSG00000205989.1 DEFB109P1B chr8 7990415 7997521 - -ENSG00000233115.4 FAM90A11P chr8 8011782 8017011 - -ENSG00000215354.9 FAM90A24P chr8 8019429 8024652 - -ENSG00000254229.2 FAM90A12P chr8 8027077 8032305 - -ENSG00000227013.3 OR7E96P chr8 8039978 8040953 + -ENSG00000253881.1 RP11-52B19.8 chr8 8048919 8049267 + -ENSG00000255459.1 RP11-52B19.10 chr8 8086022 8086765 - -ENSG00000221305.1 MIR548I3 chr8 8088941 8089089 - -ENSG00000244427.1 RP11-52B19.1 chr8 8095946 8096726 + -ENSG00000254311.1 SNRPCP17 chr8 8116745 8116949 - -ENSG00000249188.1 ENPP7P1 chr8 8154308 8216916 + -ENSG00000253893.2 FAM85B chr8 8167819 8226614 - -ENSG00000268955.2 RP11-556O5.6 chr8 8188535 8189195 - -ENSG00000173295.7 FAM86B3P chr8 8228595 8244865 + -ENSG00000253981.5 ALG1L13P chr8 8236003 8244667 - -ENSG00000275342.4 SGK223 chr8 8317736 8386498 - -ENSG00000253505.1 CTA-398F10.1 chr8 8414690 8424632 - -ENSG00000254153.1 CTA-398F10.2 chr8 8456909 8461337 - -ENSG00000253343.1 CTD-3023L14.3 chr8 8555738 8560965 - -ENSG00000253774.1 CTD-3023L14.1 chr8 8559894 8562124 + -ENSG00000253130.1 CTD-3023L14.2 chr8 8561391 8569688 + -ENSG00000281480.1 AC114550.1 chr8 8582352 8582427 - -ENSG00000263616.2 RN7SL178P chr8 8582352 8582655 - -ENSG00000264445.1 AC087269.1 chr8 8633464 8633548 + -ENSG00000253958.1 CLDN23 chr8 8701938 8704106 + -ENSG00000254367.5 RP11-211C9.1 chr8 8723693 8782479 - -ENSG00000147324.10 MFHAS1 chr8 8783354 8893645 - -ENSG00000200713.1 RNU6-682P chr8 8895813 8895918 + -ENSG00000270966.1 RP11-62H7.3 chr8 8933721 8934006 - -ENSG00000233609.3 RP11-62H7.2 chr8 8961200 8979025 + -ENSG00000207244.1 SNORA70 chr8 8961575 8961708 + -ENSG00000104626.14 ERI1 chr8 9002147 9116746 + -ENSG00000263407.1 MIR4660 chr8 9048445 9048518 + -ENSG00000239078.1 RNU7-55P chr8 9072455 9072516 - -ENSG00000197334.2 Metazoa_SRP chr8 9091240 9091508 + -ENSG00000173281.4 PPP1R3B chr8 9136255 9151574 - -ENSG00000254340.1 RP11-10A14.3 chr8 9141424 9145435 + -ENSG00000253426.5 RP11-10A14.4 chr8 9151742 9168136 + -ENSG00000279949.1 RP11-10A14.9 chr8 9158063 9158621 + -ENSG00000253252.2 RP11-10A14.6 chr8 9180251 9182519 - -ENSG00000248538.6 RP11-10A14.5 chr8 9189011 9202854 + -ENSG00000254091.2 RP11-10A14.8 chr8 9233013 9233449 + -ENSG00000254235.5 RP11-115J16.1 chr8 9249417 9413714 + -ENSG00000253887.1 RP11-10A14.7 chr8 9255349 9260295 - -ENSG00000207415.1 RNU6-1151P chr8 9287472 9287578 - -ENSG00000253735.1 RP11-115J16.3 chr8 9351238 9358441 - -ENSG00000201815.1 RNU6-526P chr8 9371090 9371195 - -ENSG00000254237.5 RP11-115J16.2 chr8 9371970 9436205 - -ENSG00000249050.1 RP11-375N15.1 chr8 9453698 9457418 + -ENSG00000272267.2 RP11-375N15.2 chr8 9555144 9556520 - -ENSG00000173273.15 TNKS chr8 9555914 9782346 + -ENSG00000253697.1 RP11-1081K18.1 chr8 9658295 9658438 - -ENSG00000207701.1 MIR597 chr8 9741672 9741768 + -ENSG00000253230.6 LINC00599 chr8 9900064 9905366 - -ENSG00000275677.1 MIR124-1 chr8 9903388 9903472 - -ENSG00000260093.1 RP11-1E4.1 chr8 10050485 10054254 - -ENSG00000175806.14 MSRA chr8 10054268 10428891 + -ENSG00000221320.1 AC023385.1 chr8 10087921 10088031 + -ENSG00000249848.1 RP11-212F11.1 chr8 10336782 10337677 - -ENSG00000261451.1 RP11-981G7.1 chr8 10433672 10438312 + -ENSG00000253641.5 LINCR-0001 chr8 10474565 10481974 + -ENSG00000207128.1 RNU6-729P chr8 10476223 10476329 + -ENSG00000253678.1 RP11-981G7.3 chr8 10477491 10479375 - -ENSG00000253649.2 PRSS51 chr8 10482878 10547585 - -ENSG00000272505.1 RP11-981G7.6 chr8 10486807 10489666 + -ENSG00000184647.10 PRSS55 chr8 10525546 10554166 + -ENSG00000183638.5 RP1L1 chr8 10606349 10712187 - -ENSG00000263762.1 MIR4286 chr8 10666978 10667070 + -ENSG00000171060.10 C8orf74 chr8 10672637 10700593 + -ENSG00000212433.1 RNA5SP252 chr8 10686569 10686687 + -ENSG00000171056.7 SOX7 chr8 10723768 10730512 - -ENSG00000258724.1 CTD-2135J3.4 chr8 10725399 10839847 - -ENSG00000248896.2 CTD-2135J3.3 chr8 10729314 10771392 + -ENSG00000254093.8 PINX1 chr8 10764963 10839884 - -ENSG00000253695.1 RP11-177H2.2 chr8 10840576 10846501 + -ENSG00000280294.1 RP11-177H2.1 chr8 10856085 10859436 - -ENSG00000171044.10 XKR6 chr8 10896045 11201366 - -ENSG00000207600.2 MIR598 chr8 11035201 11035312 - -ENSG00000254839.1 AF131215.6 chr8 11062647 11067089 - -ENSG00000269918.1 AF131215.9 chr8 11104691 11106704 - -ENSG00000255310.2 AF131215.2 chr8 11107788 11109726 - -ENSG00000254936.4 AF131215.3 chr8 11123381 11126064 - -ENSG00000254556.1 AF131215.4 chr8 11136898 11138607 - -ENSG00000231965.4 AF131215.1 chr8 11175051 11175570 + -ENSG00000270076.1 AF131215.8 chr8 11202965 11203671 + -ENSG00000236827.1 LINC00529 chr8 11247626 11267865 - -ENSG00000239315.4 RPL19P13 chr8 11256020 11256602 + -ENSG00000249316.2 CTC-493P15.2 chr8 11281364 11282501 - -ENSG00000280273.1 AF131216.1 chr8 11283500 11285068 - -ENSG00000104643.9 MTMR9 chr8 11284416 11328146 + -ENSG00000246477.3 AF131216.6 chr8 11315859 11325429 - -ENSG00000177710.5 SLC35G5 chr8 11330888 11332208 + -ENSG00000154316.14 TDH chr8 11339637 11368452 + -ENSG00000255020.1 AF131216.5 chr8 11345748 11347502 - -ENSG00000184608.8 FAM167A-AS1 chr8 11368402 11438658 + -ENSG00000242483.3 RN7SL293P chr8 11379395 11379675 + -ENSG00000199368.1 RNU6-1084P chr8 11392411 11392517 - -ENSG00000154319.14 FAM167A chr8 11421463 11474715 - -ENSG00000136573.12 BLK chr8 11494001 11564604 + -ENSG00000269954.1 RP11-148O21.6 chr8 11552488 11552991 - -ENSG00000254774.1 RP11-148O21.3 chr8 11553224 11554207 - -ENSG00000255518.1 RP11-148O21.4 chr8 11556251 11558022 - -ENSG00000255354.1 RP11-148O21.2 chr8 11558466 11560020 - -ENSG00000170983.3 LINC00208 chr8 11576313 11581342 + -ENSG00000136574.17 GATA4 chr8 11676959 11760002 + -ENSG00000255394.4 C8orf49 chr8 11761256 11763223 + -ENSG00000154328.15 NEIL2 chr8 11769639 11787346 + -ENSG00000227203.3 SUB1P1 chr8 11790005 11790386 + -ENSG00000079459.12 FDFT1 chr8 11795573 11839309 + -ENSG00000255046.1 RP11-297N6.4 chr8 11797928 11802568 - -ENSG00000164733.20 CTSB chr8 11842524 11869448 - -ENSG00000269899.1 RP11-589N15.2 chr8 11846154 11846391 - -ENSG00000255144.1 RP11-589N15.1 chr8 11895850 11896870 - -ENSG00000254948.1 OR7E158P chr8 11919900 11920809 - -ENSG00000206014.6 OR7E161P chr8 11928597 11929563 - -ENSG00000205884.2 DEFB136 chr8 11973937 11974599 - -ENSG00000205883.2 DEFB135 chr8 11982321 11984590 + -ENSG00000205882.8 DEFB134 chr8 11993174 11996312 - -ENSG00000255174.1 RP11-481A20.4 chr8 11999087 11999468 + -ENSG00000254507.2 RP11-481A20.10 chr8 12003400 12004082 - -ENSG00000255016.1 RP11-481A20.8 chr8 12025244 12025598 - -ENSG00000254817.1 OR7E160P chr8 12033646 12034612 - -ENSG00000254700.1 RP11-1236K1.11 chr8 12043506 12043670 - -ENSG00000233050.1 RP11-1236K1.1 chr8 12064389 12071747 - -ENSG00000252029.1 RNA5SP253 chr8 12087396 12087445 - -ENSG00000255544.2 DEFB108P3 chr8 12095176 12099536 - -ENSG00000215343.7 ZNF705D chr8 12104389 12115516 + -ENSG00000255052.4 FAM66D chr8 12115782 12177550 + -ENSG00000254923.1 RP11-1236K1.8 chr8 12128107 12129298 - -ENSG00000226430.5 USP17L7 chr8 12132417 12134444 - -ENSG00000223443.2 USP17L2 chr8 12137168 12139077 - -ENSG00000254866.2 DEFB109P3 chr8 12150895 12151134 - -ENSG00000205879.4 FAM90A2P chr8 12172202 12178575 - -ENSG00000249889.1 ALG1L11P chr8 12178697 12182719 + -ENSG00000266637.1 AC145124.1 chr8 12180689 12180754 + -ENSG00000186523.14 FAM86B1 chr8 12182096 12194133 - -ENSG00000255495.1 AC145124.2 chr8 12194467 12196280 + -ENSG00000254527.1 ENPP7P12 chr8 12205759 12206389 - -ENSG00000237215.3 ABC12-47043100G14.2 chr8 12290071 12296180 - -ENSG00000232948.1 DEFB130 chr8 12310962 12318316 - -ENSG00000252535.1 RNA5SP254 chr8 12333644 12333693 - -ENSG00000254623.1 DEFB108P4 chr8 12341426 12345776 - -ENSG00000215339.3 ZNF705CP chr8 12356136 12359391 + -ENSG00000227888.4 FAM66A chr8 12362019 12388296 + -ENSG00000254423.1 RP11-351I21.7 chr8 12374366 12375546 - -ENSG00000255556.2 RP11-351I21.6 chr8 12378679 12380265 - -ENSG00000242296.2 DEFB109P1 chr8 12393209 12400366 - -ENSG00000270074.1 RP11-351I21.11 chr8 12412827 12414373 + -ENSG00000251402.3 FAM90A25P chr8 12415080 12418090 - -ENSG00000250794.2 ALG1L12P chr8 12421032 12425000 + -ENSG00000145002.12 FAM86B2 chr8 12425614 12436343 - -ENSG00000255549.2 ENPP7P6 chr8 12448013 12511278 - -ENSG00000270154.1 RP11-419I17.1 chr8 12476462 12477122 + -ENSG00000242607.1 RPS3AP34 chr8 12570350 12571130 - -ENSG00000238460.1 AC068587.2 chr8 12578005 12578152 + -ENSG00000255122.1 RP11-303G3.6 chr8 12580287 12581063 + -ENSG00000244289.1 RPS3AP35 chr8 12628476 12629256 - -ENSG00000238323.1 AC068587.1 chr8 12636104 12636252 + -ENSG00000255253.1 RP11-303G3.9 chr8 12638428 12638602 + -ENSG00000254581.1 RP11-303G3.10 chr8 12676035 12676389 - -ENSG00000177400.6 OR7E8P chr8 12684154 12685153 - -ENSG00000254917.1 OR7E15P chr8 12696307 12697273 - -ENSG00000254724.1 OR7E10P chr8 12703066 12704056 - -ENSG00000264512.1 MIR5692A2 chr8 12719127 12719195 + -ENSG00000154359.12 LONRF1 chr8 12721894 12756073 - -ENSG00000266206.1 MIR3926-1 chr8 12727232 12727304 - -ENSG00000254813.5 RP11-252C15.1 chr8 12765849 12811478 - -ENSG00000255494.1 LINC00681 chr8 12794243 12818291 + -ENSG00000264463.1 AC090133.1 chr8 12905838 12905921 + -ENSG00000250305.8 KIAA1456 chr8 12945642 13031503 + -ENSG00000251468.2 RP11-369K16.1 chr8 12958387 12962200 + -ENSG00000206996.1 RNU6-842P chr8 13044350 13044456 + -ENSG00000164741.14 DLC1 chr8 13083361 13604610 - -ENSG00000200630.1 Y_RNA chr8 13160178 13160279 + -ENSG00000253932.1 RP11-10C8.2 chr8 13338574 13342754 + -ENSG00000253257.1 MTND4P7 chr8 13353401 13353530 - -ENSG00000252179.1 RNA5SP255 chr8 13536029 13536135 + -ENSG00000164743.4 C8orf48 chr8 13566843 13568287 + -ENSG00000254491.1 RP11-145O15.2 chr8 13583889 13584533 - -ENSG00000255457.1 RP11-436P7.1 chr8 13695574 13705506 + -ENSG00000255413.1 RP11-436P7.2 chr8 13741809 13742781 + -ENSG00000254753.1 RP11-480O10.1 chr8 13844101 13849109 - -ENSG00000254425.1 RP11-480O10.2 chr8 13909231 13909780 - -ENSG00000255437.1 RP11-510I21.1 chr8 14022687 14023422 - -ENSG00000185053.12 SGCZ chr8 14089864 15238339 - -ENSG00000254575.1 RP11-3G21.1 chr8 14161297 14165359 + -ENSG00000214366.4 EIF4EP5 chr8 14309033 14309672 + -ENSG00000252264.1 RNU7-153P chr8 14319455 14319516 + -ENSG00000206950.1 Y_RNA chr8 14332555 14332663 + -ENSG00000252035.1 RNU6-397P chr8 14487776 14487879 - -ENSG00000263415.1 AC021760.1 chr8 14514741 14514865 + -ENSG00000255365.1 RP11-776K3.1 chr8 14690382 14690619 + -ENSG00000199127.1 MIR383 chr8 14853438 14853510 - -ENSG00000255076.2 CTD-2023J5.1 chr8 14879057 14879819 - -ENSG00000249368.1 RP11-782K4.1 chr8 15325296 15325569 + -ENSG00000104723.20 TUSC3 chr8 15417215 15766649 + -ENSG00000223214.1 AC091559.1 chr8 15521884 15521966 + -ENSG00000248423.1 RP11-235P11.1 chr8 15688914 15689562 - -ENSG00000250483.1 PPM1AP1 chr8 15806149 15807283 - -ENSG00000226836.5 RP11-77B22.1 chr8 15943127 15943532 + -ENSG00000253648.1 RP11-77B22.2 chr8 15973315 16000324 + -ENSG00000038945.14 MSR1 chr8 16107878 16567490 - -ENSG00000253951.1 RP11-447G11.1 chr8 16275681 16276296 + -ENSG00000253934.2 MRPL49P2 chr8 16374618 16375082 + -ENSG00000253184.1 RP11-13N12.2 chr8 16604255 16664879 + -ENSG00000253496.2 RP11-13N12.1 chr8 16676905 16915044 - -ENSG00000264092.2 RN7SL474P chr8 16863196 16863496 - -ENSG00000078579.8 FGF20 chr8 16992169 17002181 - -ENSG00000155970.11 MICU3 chr8 17027238 17122644 + -ENSG00000249258.2 RP11-468H14.2 chr8 17131181 17149789 + -ENSG00000244113.1 RP11-468H14.1 chr8 17150301 17150888 - -ENSG00000104219.12 ZDHHC2 chr8 17156029 17224799 + -ENSG00000198791.11 CNOT7 chr8 17224964 17246878 - -ENSG00000155975.9 VPS37A chr8 17246571 17302427 + -ENSG00000003987.13 MTMR7 chr8 17298030 17413528 - -ENSG00000264599.2 AC124074.1 chr8 17303945 17304035 + -ENSG00000214607.2 ADAM24P chr8 17469518 17471618 + -ENSG00000003989.16 SLC7A2 chr8 17497088 17570573 + -ENSG00000279271.1 RP11-349F21.3 chr8 17498647 17499238 - -ENSG00000280453.1 RP11-349F21.4 chr8 17498737 17499157 + -ENSG00000279903.1 RP11-349F21.5 chr8 17500012 17500605 + -ENSG00000279932.1 RP11-349F21.2 chr8 17510613 17511300 + -ENSG00000104213.12 PDGFRL chr8 17576433 17644071 + -ENSG00000277466.1 RP11-349F21.1 chr8 17596312 17596378 - -ENSG00000129422.13 MTUS1 chr8 17643795 17800917 - -ENSG00000265520.1 MIR548V chr8 17681578 17681657 - -ENSG00000253168.1 RP11-326L2.1 chr8 17703988 17706187 + -ENSG00000212280.1 RNA5SP256 chr8 17748118 17748230 + -ENSG00000253944.1 RP11-156K13.1 chr8 17801345 17861069 + -ENSG00000253671.1 RP11-806O11.1 chr8 17808941 17820868 + -ENSG00000104760.16 FGL1 chr8 17864380 17910365 - -ENSG00000253215.1 RP11-156K13.2 chr8 17882043 17882661 + -ENSG00000254054.2 RP11-156K13.3 chr8 17905756 17907887 + -ENSG00000078674.17 PCM1 chr8 17922840 18029944 + -ENSG00000104763.17 ASAH1 chr8 18056425 18084985 - -ENSG00000245281.6 CTD-2547L16.1 chr8 18084868 18096394 + -ENSG00000253384.1 CTD-2547L16.3 chr8 18088569 18089687 - -ENSG00000171428.13 NAT1 chr8 18170477 18223689 + -ENSG00000254015.1 CTD-2547L16.2 chr8 18200924 18201205 - -ENSG00000253937.1 NATP chr8 18370607 18371484 + -ENSG00000244593.1 RP11-685B14.1 chr8 18383274 18383917 - -ENSG00000271654.1 RP11-685B14.3 chr8 18387108 18387777 - -ENSG00000156006.4 NAT2 chr8 18391245 18401218 + -ENSG00000156011.16 PSD3 chr8 18527301 19084730 - -ENSG00000274368.1 AC100800.2 chr8 18582843 18582943 - -ENSG00000238787.2 AC100800.1 chr8 18664693 18664764 - -ENSG00000187229.3 RP11-161I2.1 chr8 18720905 18734405 + -ENSG00000244018.1 RPL35P6 chr8 18774547 18774918 - -ENSG00000251963.1 AC090420.1 chr8 18809500 18809626 - -ENSG00000278886.1 RP11-108A14.1 chr8 18864681 18865247 - -ENSG00000201157.1 SNORA62 chr8 18979619 18979772 + -ENSG00000253335.1 RP11-420B22.1 chr8 18989279 19000952 + -ENSG00000270255.1 RP11-420B22.2 chr8 19001627 19001950 + -ENSG00000253557.5 RP11-1080G15.1 chr8 19084992 19259469 - -ENSG00000254242.1 RP11-1080G15.2 chr8 19091733 19115024 + -ENSG00000250316.1 RP11-618M23.1 chr8 19237737 19241912 + -ENSG00000254201.1 RP11-618M23.2 chr8 19246350 19249240 + -ENSG00000253280.1 RP11-618M23.4 chr8 19254241 19257334 - -ENSG00000279919.1 RP11-618M23.3 chr8 19277284 19277573 + -ENSG00000104611.11 SH2D4A chr8 19313617 19396218 + -ENSG00000279858.1 RP11-618M23.5 chr8 19375128 19375622 - -ENSG00000147408.14 CSGALNACT1 chr8 19404161 19758029 - -ENSG00000253270.1 RP11-1105O14.1 chr8 19678572 19688934 + -ENSG00000104613.11 INTS10 chr8 19817140 19852083 + -ENSG00000175445.14 LPL chr8 19901717 19967258 + -ENSG00000253775.1 AC100802.3 chr8 20079305 20118442 + -ENSG00000242709.1 RPL30P9 chr8 20113343 20113672 - -ENSG00000036565.14 SLC18A1 chr8 20144855 20183206 - -ENSG00000147416.10 ATP6V1B2 chr8 20197367 20226819 + -ENSG00000222267.1 RNU6-892P chr8 20229779 20229877 + -ENSG00000061337.15 LZTS1 chr8 20246165 20303963 - -ENSG00000253733.3 LZTS1-AS1 chr8 20275773 20290458 + -ENSG00000274467.1 RNA5SP257 chr8 20290174 20290289 + -ENSG00000253164.5 RP11-563N12.2 chr8 20350210 20372769 + -ENSG00000253178.1 RP11-404E12.1 chr8 20551201 20551405 + -ENSG00000253300.1 RP11-108E14.1 chr8 20655691 20700134 - -ENSG00000253866.1 TMEM97P2 chr8 20934435 20934837 - -ENSG00000254260.1 RP11-369E15.1 chr8 20941428 20950175 + -ENSG00000254092.1 RP11-369E15.3 chr8 20952645 20973877 - -ENSG00000253147.5 RP11-369E15.4 chr8 20953127 20968904 + -ENSG00000254026.1 RP11-369E15.2 chr8 20954012 20968904 + -ENSG00000253199.1 RP11-421P23.1 chr8 20973797 20995119 + -ENSG00000254040.1 RP11-421P23.2 chr8 21023296 21029058 + -ENSG00000280215.1 RP11-279N21.1 chr8 21129990 21130100 - -ENSG00000215945.2 AC021613.1 chr8 21156131 21156233 + -ENSG00000254334.1 RP11-24P4.1 chr8 21298206 21309449 + -ENSG00000266713.1 AC009695.1 chr8 21494028 21494116 + -ENSG00000266630.1 AC022716.1 chr8 21549998 21550084 + -ENSG00000168546.10 GFRA2 chr8 21690403 21812357 - -ENSG00000273484.1 OR6R2P chr8 21797460 21797759 + -ENSG00000147443.12 DOK2 chr8 21908873 21913860 - -ENSG00000130227.16 XPO7 chr8 21919671 22006585 + -ENSG00000158806.13 NPM2 chr8 22024125 22036897 + -ENSG00000158815.10 FGF17 chr8 22042398 22048809 + -ENSG00000158856.17 DMTN chr8 22048995 22082527 + -ENSG00000158863.21 FAM160B2 chr8 22089159 22104898 + -ENSG00000275074.1 NUDT18 chr8 22106872 22109419 - -ENSG00000168453.14 HR chr8 22114415 22133384 - -ENSG00000168476.11 REEP4 chr8 22138020 22141951 - -ENSG00000168481.8 LGI3 chr8 22146825 22157084 - -ENSG00000168484.12 SFTPC chr8 22156913 22164479 + -ENSG00000168487.17 BMP1 chr8 22164736 22212326 + -ENSG00000177725.5 CTD-2530N21.5 chr8 22169338 22171710 + -ENSG00000168490.13 PHYHIP chr8 22219704 22232341 - -ENSG00000208037.1 MIR320A chr8 22244962 22245043 - -ENSG00000168495.12 POLR3D chr8 22245104 22254600 + -ENSG00000254064.1 CTD-2530N21.4 chr8 22254576 22275162 - -ENSG00000197181.11 PIWIL2 chr8 22275297 22357563 + -ENSG00000104635.13 SLC39A14 chr8 22367249 22434129 + -ENSG00000241026.1 CTD-2036J7.1 chr8 22389865 22390655 - -ENSG00000201761.1 RNU6-336P chr8 22434391 22434497 + -ENSG00000120910.14 PPP3CC chr8 22440819 22541142 + -ENSG00000254272.1 RP11-382J24.2 chr8 22492631 22493044 + -ENSG00000251034.1 RP11-582J16.4 chr8 22540845 22545405 - -ENSG00000120896.13 SORBS3 chr8 22544986 22575788 + -ENSG00000254230.1 RP11-582J16.3 chr8 22565997 22567171 - -ENSG00000120913.23 PDLIM2 chr8 22578279 22598025 + -ENSG00000248235.6 AC037459.4 chr8 22589274 22602084 + -ENSG00000241852.9 C8orf58 chr8 22599601 22604150 + -ENSG00000158941.16 CCAR2 chr8 22604632 22621514 + -ENSG00000253200.1 RP11-582J16.5 chr8 22613908 22616657 - -ENSG00000147439.11 BIN3 chr8 22620418 22669148 - -ENSG00000261026.1 CTD-3247F14.2 chr8 22679013 22684009 - -ENSG00000179388.8 EGR3 chr8 22687659 22693302 - -ENSG00000253125.1 RP11-459E5.1 chr8 22690150 22798616 + -ENSG00000134020.7 PEBP4 chr8 22713251 23000000 - -ENSG00000248738.6 RP11-87E22.2 chr8 22877972 22888022 + -ENSG00000253142.1 RP11-87E22.1 chr8 22895434 22897813 - -ENSG00000240116.3 RN7SL303P chr8 22977877 22978127 + -ENSG00000245025.2 RP11-875O11.1 chr8 22984596 23019335 - -ENSG00000008853.16 RHOBTB2 chr8 22987417 23020199 + -ENSG00000120889.12 TNFRSF10B chr8 23020133 23069179 - -ENSG00000246130.1 RP11-875O11.2 chr8 23068229 23083619 + -ENSG00000253616.5 RP11-875O11.3 chr8 23071377 23074488 - -ENSG00000173535.13 TNFRSF10C chr8 23084355 23117437 + -ENSG00000173530.5 TNFRSF10D chr8 23135588 23164030 - -ENSG00000253930.1 RP11-1149O23.2 chr8 23189279 23190675 + -ENSG00000104689.9 TNFRSF10A chr8 23190452 23225126 - -ENSG00000243265.1 RPL23AP55 chr8 23206918 23207369 + -ENSG00000246582.2 RP11-1149O23.3 chr8 23224471 23230926 + -ENSG00000250714.3 RP11-1149O23.4 chr8 23225233 23230915 - -ENSG00000147457.13 CHMP7 chr8 23243637 23262000 + -ENSG00000104679.10 R3HCC1 chr8 23270120 23296279 + -ENSG00000134013.15 LOXL2 chr8 23297189 23425328 - -ENSG00000253837.1 RP11-177H13.2 chr8 23336171 23366125 + -ENSG00000197217.12 ENTPD4 chr8 23385783 23457695 - -ENSG00000253390.1 CTC-756D1.2 chr8 23458601 23484971 + -ENSG00000253483.1 CTC-756D1.1 chr8 23483016 23483534 - -ENSG00000253986.1 CTC-756D1.3 chr8 23493009 23494198 - -ENSG00000147454.13 SLC25A37 chr8 23528805 23575463 + -ENSG00000252067.1 RNU4-71P chr8 23600026 23600138 - -ENSG00000253488.1 FAM60DP chr8 23634876 23635507 - -ENSG00000167034.9 NKX3-1 chr8 23678693 23682927 - -ENSG00000180053.7 NKX2-6 chr8 23702451 23706598 - -ENSG00000253471.1 RP11-175E9.1 chr8 23707141 23789487 + -ENSG00000254002.1 RP11-213G6.2 chr8 23726331 23743042 - -ENSG00000216123.1 AC012119.1 chr8 23768556 23768645 - -ENSG00000271118.1 RP11-175E9.2 chr8 23805933 23806154 - -ENSG00000207027.1 SNORA67 chr8 23806229 23806377 - -ENSG00000159167.11 STC1 chr8 23841915 23854807 - -ENSG00000207201.1 RNU1-148P chr8 24076997 24077158 - -ENSG00000253891.1 RP11-203E8.1 chr8 24169957 24177080 - -ENSG00000042980.12 ADAM28 chr8 24294040 24359018 + -ENSG00000253535.5 RP11-624C23.1 chr8 24295814 24912073 - -ENSG00000134028.14 ADAMDEC1 chr8 24384285 24406013 + -ENSG00000069206.15 ADAM7 chr8 24440930 24526970 + -ENSG00000253643.5 RP11-561E1.1 chr8 24490312 24514829 - -ENSG00000277760.1 AF106564.1 chr8 24811213 24811298 + -ENSG00000272163.1 GS1-72M22.1 chr8 24912165 24914717 - -ENSG00000104722.13 NEFM chr8 24913012 24919098 + -ENSG00000277586.1 NEFL chr8 24950955 24957110 - -ENSG00000272157.1 CTD-2168K21.2 chr8 24956621 24957110 + -ENSG00000253832.1 CTD-2168K21.1 chr8 24992002 25009777 + -ENSG00000253670.1 RP11-429O2.1 chr8 25141394 25141968 - -ENSG00000147459.17 DOCK5 chr8 25184723 25418082 + -ENSG00000277665.1 AC091185.1 chr8 25282121 25282217 - -ENSG00000274988.1 MIR6876 chr8 25345402 25345474 + -ENSG00000147437.9 GNRH1 chr8 25419260 25424654 - -ENSG00000253476.1 RP11-395I14.2 chr8 25425521 25426580 - -ENSG00000104756.15 KCTD9 chr8 25427847 25458476 - -ENSG00000184661.13 CDCA2 chr8 25458997 25507920 + -ENSG00000253100.1 RP11-219J21.1 chr8 25685798 25687524 + -ENSG00000253342.1 RP11-219J21.2 chr8 25776679 25777456 + -ENSG00000254178.1 RP11-299D14.2 chr8 25834129 25840135 - -ENSG00000221818.8 EBF2 chr8 25841730 26045397 - -ENSG00000199620.1 RNA5SP258 chr8 26136880 26136998 + -ENSG00000249213.1 RP11-98P2.1 chr8 26254883 26256628 - -ENSG00000221914.8 PPP2R2A chr8 26291491 26372680 + -ENSG00000228451.3 SDAD1P1 chr8 26379259 26382953 - -ENSG00000104765.14 BNIP3L chr8 26382898 26505636 + -ENSG00000253430.1 RP11-14I17.2 chr8 26422593 26423929 + -ENSG00000251203.1 RP11-14I17.1 chr8 26433029 26434065 - -ENSG00000254362.1 RP11-14I17.3 chr8 26440491 26442595 + -ENSG00000240694.8 PNMA2 chr8 26504686 26514092 - -ENSG00000092964.16 DPYSL2 chr8 26514275 26658178 + -ENSG00000253208.1 RP11-1G11.2 chr8 26547669 26548463 + -ENSG00000120907.17 ADRA1A chr8 26748150 26867273 - -ENSG00000240519.1 RP11-384C12.1 chr8 26771790 26772140 + -ENSG00000253813.1 COX6B1P4 chr8 26835817 26836300 - -ENSG00000275115.1 RP11-613H2.3 chr8 27010486 27010746 + -ENSG00000215288.4 RP11-613H2.1 chr8 27011147 27012371 - -ENSG00000221616.1 MIR548H4 chr8 27048853 27048963 - -ENSG00000253899.1 RP11-613H2.2 chr8 27063996 27065278 - -ENSG00000253903.2 RP11-521M14.2 chr8 27086076 27087783 + -ENSG00000221623.2 AC090150.1 chr8 27147709 27147797 + -ENSG00000253888.1 RP11-521M14.1 chr8 27184321 27210494 + -ENSG00000015592.16 STMN4 chr8 27235323 27258420 - -ENSG00000104228.12 TRIM35 chr8 27284887 27311319 - -ENSG00000120899.17 PTK2B chr8 27311482 27459391 + -ENSG00000273836.1 MIR6842 chr8 27433370 27433434 + -ENSG00000120903.10 CHRNA2 chr8 27459762 27479883 - -ENSG00000120915.13 EPHX2 chr8 27490779 27545564 + -ENSG00000234770.1 GULOP chr8 27560274 27589073 + -ENSG00000120885.19 CLU chr8 27596917 27615031 - -ENSG00000273705.1 MIR6843 chr8 27610601 27610751 - -ENSG00000168077.13 SCARA3 chr8 27633868 27676776 + -ENSG00000222862.2 RNU6-1086P chr8 27679836 27679935 + -ENSG00000253560.1 RP11-16P20.2 chr8 27697217 27697526 - -ENSG00000279302.1 RP11-16P20.4 chr8 27701194 27703789 + -ENSG00000265075.1 MIR3622B chr8 27701673 27701767 - -ENSG00000147419.16 CCDC25 chr8 27733311 27772653 - -ENSG00000253875.1 RP11-16P20.3 chr8 27733338 27756426 + -ENSG00000171320.14 ESCO2 chr8 27771949 27812640 + -ENSG00000202242.1 RNU6-1276P chr8 27773645 27773748 + -ENSG00000168078.9 PBK chr8 27809620 27838095 - -ENSG00000253176.3 RP11-1149M3.2 chr8 27838477 27840382 + -ENSG00000168079.16 SCARA5 chr8 27869882 27992727 - -ENSG00000265847.1 MIR4287 chr8 27886039 27886116 - -ENSG00000253290.1 RP11-597M17.3 chr8 27903229 27903495 - -ENSG00000253615.1 RP11-597M17.2 chr8 27903566 27903715 + -ENSG00000253397.1 RP11-597M17.1 chr8 27904481 27910310 + -ENSG00000189233.11 NUGGC chr8 28021964 28083871 - -ENSG00000134014.16 ELP3 chr8 28089673 28191156 + -ENSG00000250516.1 RP11-380I10.2 chr8 28225929 28227562 + -ENSG00000253907.1 RP11-380I10.3 chr8 28238430 28238905 + -ENSG00000253690.1 RP11-380I10.4 chr8 28250063 28339255 - -ENSG00000239198.1 RPL5P22 chr8 28299683 28300566 + -ENSG00000168081.8 PNOC chr8 28316986 28343355 + -ENSG00000186918.13 ZNF395 chr8 28345585 28402701 - -ENSG00000214050.7 FBXO16 chr8 28348287 28490318 - -ENSG00000254370.1 RP11-181B11.1 chr8 28415524 28420055 - -ENSG00000207361.1 RNU6-178P chr8 28416448 28416551 + -ENSG00000253567.1 RP11-181B11.2 chr8 28447264 28455902 + -ENSG00000104290.10 FZD3 chr8 28494205 28574268 + -ENSG00000265251.1 MIR4288 chr8 28505116 28505182 - -ENSG00000202411.1 RNA5SP259 chr8 28530411 28530519 + -ENSG00000012232.8 EXTL3 chr8 28600469 28755599 + -ENSG00000246339.5 EXTL3-AS1 chr8 28696198 28701464 - -ENSG00000104299.14 INTS9 chr8 28767661 28890242 - -ENSG00000254034.1 RP11-662B19.2 chr8 28798142 28799469 + -ENSG00000242958.1 RP11-662B19.1 chr8 28810103 28810418 + -ENSG00000147421.17 HMBOX1 chr8 28890394 29064764 + -ENSG00000273710.1 Metazoa_SRP chr8 28915579 28915864 - -ENSG00000259196.1 HMBOX1-IT1 chr8 28949676 28955955 + -ENSG00000200719.1 RNA5SP260 chr8 29048494 29048604 - -ENSG00000259366.1 CTD-2647L4.4 chr8 29055935 29056685 + -ENSG00000259607.1 CTD-2647L4.5 chr8 29067279 29068454 + -ENSG00000197892.12 KIF13B chr8 29067279 29263124 - -ENSG00000254129.1 CTD-2647L4.1 chr8 29110573 29140729 + -ENSG00000253770.1 HMGB1P23 chr8 29218905 29219472 + -ENSG00000212034.1 AC084262.1 chr8 29269974 29270061 - -ENSG00000263392.1 AC084262.2 chr8 29313756 29313848 - -ENSG00000266476.1 AC084262.3 chr8 29323264 29323356 - -ENSG00000120875.8 DUSP4 chr8 29333064 29350668 - -ENSG00000260253.1 RP4-676L2.1 chr8 29352420 29353170 - -ENSG00000253632.1 RP11-486M23.1 chr8 29527312 29530323 + -ENSG00000253182.1 RP11-486M23.2 chr8 29548171 29564341 + -ENSG00000280147.1 RP11-486M23.3 chr8 29587001 29588426 + -ENSG00000280487.1 AC069181.1 chr8 29626721 29626854 - -ENSG00000243844.1 RPL17P33 chr8 29632091 29632644 + -ENSG00000251191.7 LINC00589 chr8 29673922 29748109 - -ENSG00000253490.5 AC145110.1 chr8 29748309 29798492 + -ENSG00000248964.6 RP11-94H18.1 chr8 29815004 29854543 - -ENSG00000254086.1 RP11-94H18.2 chr8 29864644 29871661 + -ENSG00000253604.1 RP11-489E7.1 chr8 29905735 29908956 + -ENSG00000253279.5 FAM183CP chr8 29921513 29953724 + -ENSG00000221003.1 AC131254.1 chr8 29928605 29928689 + -ENSG00000264788.1 MIR3148 chr8 29957272 29957348 - -ENSG00000254013.1 MAP2K1P1 chr8 30027713 30028900 + -ENSG00000239175.1 RNU6-1218P chr8 30043801 30043908 - -ENSG00000133872.13 SARAF chr8 30063012 30083208 - -ENSG00000272256.1 RP11-489E7.4 chr8 30082758 30083467 + -ENSG00000104660.17 LEPROTL1 chr8 30095398 30177208 + -ENSG00000241511.1 RPS15AP24 chr8 30117384 30117779 - -ENSG00000177669.3 MBOAT4 chr8 30131824 30144686 - -ENSG00000271869.1 RP11-51J9.5 chr8 30155830 30156232 - -ENSG00000104671.7 DCTN6 chr8 30156297 30183640 + -ENSG00000253708.1 RP11-51J9.4 chr8 30176554 30180888 - -ENSG00000272375.1 RP11-51J9.6 chr8 30197404 30198048 + -ENSG00000248159.1 HSPA8P11 chr8 30237382 30240997 + -ENSG00000254316.1 CTD-2345M20.2 chr8 30249502 30250092 - -ENSG00000253346.1 CTD-3107M8.1 chr8 30331961 30332277 - -ENSG00000254152.1 CTD-3107M8.2 chr8 30349866 30350347 - -ENSG00000127589.4 TUBBP1 chr8 30351873 30353518 + -ENSG00000254109.5 RBPMS-AS1 chr8 30382119 30385401 - -ENSG00000157110.15 RBPMS chr8 30384479 30572261 + -ENSG00000279041.1 CTD-2373N4.3 chr8 30552345 30553766 + -ENSG00000197265.8 GTF2E2 chr8 30578318 30658251 - -ENSG00000253112.1 CTD-2373N4.5 chr8 30596914 30597532 + -ENSG00000253457.2 SMIM18 chr8 30638600 30646064 + -ENSG00000254172.1 RNU5A-3P chr8 30643689 30643802 + -ENSG00000104687.12 GSR chr8 30678061 30727926 - -ENSG00000104691.14 UBXN8 chr8 30732247 30767006 + -ENSG00000271081.1 RP11-465K4.4 chr8 30754236 30754539 - -ENSG00000104695.12 PPP2CB chr8 30774457 30814314 - -ENSG00000133863.6 TEX15 chr8 30831544 30890606 - -ENSG00000253204.1 RP5-1009N12.1 chr8 30921060 30921335 + -ENSG00000253793.1 RP11-293D9.2 chr8 30983459 30984321 - -ENSG00000172733.11 PURG chr8 30995802 31033715 - -ENSG00000165392.9 WRN chr8 31033801 31173769 + -ENSG00000253579.1 SUMO2P16 chr8 31131539 31131802 - -ENSG00000253961.1 RP11-363L24.3 chr8 31167078 31177167 - -ENSG00000229211.3 KCTD9P6 chr8 31219894 31220984 - -ENSG00000253377.1 RP11-566H8.3 chr8 31275596 31384279 + -ENSG00000254095.1 RP11-566H8.2 chr8 31339197 31346479 + -ENSG00000253275.1 RP11-566H8.1 chr8 31497423 31498612 + -ENSG00000264794.2 AC104000.1 chr8 31585154 31585246 + -ENSG00000222468.1 RNA5SP261 chr8 31598099 31598204 - -ENSG00000157168.18 NRG1 chr8 31639386 32767959 + -ENSG00000253974.5 NRG1-IT1 chr8 32026219 32139475 + -ENSG00000252261.1 RNA5SP262 chr8 32192028 32192153 - -ENSG00000200246.1 RNA5SP263 chr8 32256496 32256623 + -ENSG00000254049.1 NRG1-IT3 chr8 32440746 32442725 + -ENSG00000212407.1 RNU6-663P chr8 32911493 32911598 - -ENSG00000247134.6 RP11-11N9.4 chr8 32996178 33044855 + -ENSG00000254346.2 MTND1P6 chr8 33014081 33015026 + -ENSG00000254090.1 MTND2P32 chr8 33015261 33017043 + -ENSG00000253393.1 RANP9 chr8 33039523 33039793 + -ENSG00000265562.1 AC104037.1 chr8 33195837 33195937 + -ENSG00000253993.1 RP11-451O18.1 chr8 33226848 33227147 - -ENSG00000252735.1 RNU6-528P chr8 33338867 33338966 + -ENSG00000272338.2 RP11-722E23.2 chr8 33360839 33361415 - -ENSG00000172728.15 FUT10 chr8 33370824 33473422 - -ENSG00000254061.1 RP11-359B20.1 chr8 33436268 33436700 - -ENSG00000129696.12 TTI2 chr8 33473386 33513601 - -ENSG00000198042.10 MAK16 chr8 33484750 33501260 + -ENSG00000239039.1 SNORD13 chr8 33513475 33513578 + -ENSG00000253232.1 RP11-359B20.5 chr8 33523154 33523291 + -ENSG00000252505.1 SNORA70 chr8 33540040 33540137 + -ENSG00000253995.1 RP11-10D7.5 chr8 33540185 33540493 + -ENSG00000133874.1 RNF122 chr8 33547755 33567125 - -ENSG00000240189.3 RN7SL621P chr8 33580210 33580508 - -ENSG00000133878.8 DUSP26 chr8 33591332 33600106 - -ENSG00000253642.5 RP11-317N12.1 chr8 33604856 34039008 + -ENSG00000253684.1 BUD31P1 chr8 33641581 33641939 - -ENSG00000263794.2 RN7SL457P chr8 33715784 33716070 + -ENSG00000253569.1 VENTXP5 chr8 33722305 33723079 - -ENSG00000240738.1 RP1-273G13.1 chr8 33859480 33860223 - -ENSG00000188512.6 RP1-273G13.2 chr8 33969567 33969879 - -ENSG00000254194.5 RP1-273G13.3 chr8 33973701 34009595 - -ENSG00000254302.1 RP11-431M3.1 chr8 34174886 34184895 + -ENSG00000253108.1 RP1-84O15.2 chr8 34228439 34346731 + -ENSG00000254033.1 RP11-431M3.2 chr8 34229294 34248946 - -ENSG00000215264.4 RPL10AP3 chr8 34322992 34323642 - -ENSG00000254344.1 LINC01288 chr8 34784052 34864798 + -ENSG00000243181.2 RP11-734J24.1 chr8 34874159 34874633 + -ENSG00000265560.1 AC098612.1 chr8 34970206 34970299 + -ENSG00000156687.10 UNC5D chr8 35235457 35796550 + -ENSG00000279099.1 RP11-595O22.1 chr8 35254344 35256605 + -ENSG00000232024.2 LSM12P1 chr8 35525176 35525763 - -ENSG00000253452.5 RP11-473J6.1 chr8 35862123 35970665 + -ENSG00000253524.1 RP11-89M20.2 chr8 36004316 36095046 - -ENSG00000254309.1 RP11-89M20.1 chr8 36121398 36121683 - -ENSG00000253504.1 RP11-593P24.2 chr8 36277763 36278886 - -ENSG00000254384.1 MTND6P19 chr8 36278960 36279483 + -ENSG00000253685.1 RP11-593P24.3 chr8 36279491 36279696 - -ENSG00000253610.1 RP11-139F9.1 chr8 36308245 36308364 + -ENSG00000206871.1 RNU6-533P chr8 36309584 36309690 - -ENSG00000254320.1 RP11-593P24.4 chr8 36321039 36321404 - -ENSG00000253363.5 RP11-962G15.1 chr8 36537391 36779164 - -ENSG00000244708.1 RPL23P10 chr8 36581180 36581591 - -ENSG00000199985.1 RNA5SP264 chr8 36764445 36764551 + -ENSG00000215262.7 KCNU1 chr8 36784324 36936128 + -ENSG00000274489.1 RP11-962G15.2 chr8 36795255 36795862 - -ENSG00000219491.6 TPT1P8 chr8 36888482 36889307 + -ENSG00000243503.2 AC090453.1 chr8 36987977 36988412 - -ENSG00000254038.1 RP11-419C23.1 chr8 37067441 37069418 - -ENSG00000253650.1 SMARCE1P4 chr8 37095150 37095390 + -ENSG00000275998.1 AC068207.1 chr8 37173829 37173923 + -ENSG00000253123.3 RP11-527N22.1 chr8 37326575 37331984 - -ENSG00000253746.1 RP11-527N22.2 chr8 37405439 37406724 - -ENSG00000253161.5 LINC01605 chr8 37421341 37554183 - -ENSG00000253388.1 RP11-150O12.2 chr8 37480089 37480809 + -ENSG00000253414.2 RP11-150O12.6 chr8 37516410 37517021 - -ENSG00000254111.2 RP11-150O12.5 chr8 37560366 37565377 + -ENSG00000254290.1 RP11-150O12.3 chr8 37597480 37599858 - -ENSG00000254306.1 RP11-150O12.4 chr8 37600537 37625873 - -ENSG00000253344.1 RP11-346L1.2 chr8 37626015 37674387 - -ENSG00000223215.1 RNU6-607P chr8 37668898 37669005 + -ENSG00000183779.6 ZNF703 chr8 37695751 37700021 + -ENSG00000253181.1 RP11-863K10.2 chr8 37717579 37733756 + -ENSG00000183154.1 RP11-863K10.7 chr8 37734761 37737426 - -ENSG00000147475.14 ERLIN2 chr8 37736599 37759101 + -ENSG00000233170.4 RP11-863K10.4 chr8 37747338 37748004 - -ENSG00000147471.11 PROSC chr8 37762593 37779767 + -ENSG00000020181.17 ADGRA2 chr8 37784191 37844896 + -ENSG00000104221.12 BRF2 chr8 37843268 37849904 - -ENSG00000156675.15 RAB11FIP1 chr8 37858618 37899467 - -ENSG00000280064.1 RP11-205M5.3 chr8 37858949 37861333 + -ENSG00000241032.3 RN7SL709P chr8 37908738 37909037 + -ENSG00000169154.5 GOT1L1 chr8 37934281 37940129 - -ENSG00000264965.1 AC144573.1 chr8 37949736 37949831 - -ENSG00000188778.4 ADRB3 chr8 37962991 37966965 - -ENSG00000270865.1 KB-1836B5.3 chr8 37983070 37983373 + -ENSG00000187840.4 EIF4EBP1 chr8 38030341 38060365 + -ENSG00000260949.1 KB-1836B5.1 chr8 38062881 38063791 + -ENSG00000272128.1 KB-1836B5.4 chr8 38099471 38099931 + -ENSG00000129691.15 ASH2L chr8 38105242 38144076 + -ENSG00000253437.1 RNU6-988P chr8 38122374 38122480 + -ENSG00000240015.2 RP11-90P5.5 chr8 38123274 38124651 + -ENSG00000147465.11 STAR chr8 38143649 38151265 - -ENSG00000253356.1 RP11-90P5.2 chr8 38148741 38163772 + -ENSG00000175324.9 LSM1 chr8 38163321 38176730 - -ENSG00000253739.1 RNU6-323P chr8 38166012 38166118 - -ENSG00000156735.10 BAG4 chr8 38176533 38213301 + -ENSG00000248585.2 RP11-90P5.1 chr8 38201699 38204238 - -ENSG00000085788.13 DDHD2 chr8 38225218 38275558 + -ENSG00000147535.16 PPAPDC1B chr8 38263130 38269243 - -ENSG00000147548.16 WHSC1L1 chr8 38269697 38382272 - -ENSG00000255487.1 RP11-513D5.5 chr8 38275888 38276680 + -ENSG00000254898.1 RP11-513D5.2 chr8 38335981 38337551 + -ENSG00000272092.1 RP11-350N15.5 chr8 38382364 38383461 + -ENSG00000165046.12 LETM2 chr8 38386207 38409527 + -ENSG00000254981.1 RP11-350N15.3 chr8 38400536 38401683 - -ENSG00000272159.1 RP11-350N15.6 chr8 38408048 38408742 - -ENSG00000077782.19 FGFR1 chr8 38411138 38468834 - -ENSG00000255201.1 RP11-350N15.4 chr8 38421889 38426096 + -ENSG00000239218.2 RPS20P22 chr8 38434347 38435664 - -ENSG00000196166.3 C8orf86 chr8 38510834 38528662 - -ENSG00000253361.1 RP11-675F6.3 chr8 38543652 38552680 - -ENSG00000254100.1 RP11-675F6.4 chr8 38552248 38559020 - -ENSG00000253570.1 RNF5P1 chr8 38600661 38601200 - -ENSG00000254321.1 RP11-495O10.1 chr8 38700626 38704855 - -ENSG00000147526.19 TACC1 chr8 38728186 38853028 + -ENSG00000207258.1 Y_RNA chr8 38744020 38744131 + -ENSG00000253586.1 RP11-723D22.2 chr8 38799643 38802296 + -ENSG00000253829.1 RP11-723D22.3 chr8 38844866 38846439 - -ENSG00000169499.14 PLEKHA2 chr8 38901235 38973909 + -ENSG00000253645.1 CTD-2544N14.3 chr8 38970360 38973011 - -ENSG00000169495.4 HTRA4 chr8 38974164 38988662 + -ENSG00000169490.16 TM2D2 chr8 38988808 38996824 - -ENSG00000168615.11 ADAM9 chr8 38996869 39105144 + -ENSG00000207199.1 SNORD38 chr8 39018615 39018683 - -ENSG00000197140.14 ADAM32 chr8 39106990 39284911 + -ENSG00000243095.1 RPL3P10 chr8 39157538 39158701 - -ENSG00000253160.1 RP11-1113C11.2 chr8 39309909 39310443 - -ENSG00000196115.12 ADAM5 chr8 39314591 39417378 + -ENSG00000197475.11 ADAM3A chr8 39451045 39522852 - -ENSG00000278810.1 RP11-122L4.2 chr8 39536219 39552035 + -ENSG00000254067.1 RP11-122L4.1 chr8 39556146 39558533 + -ENSG00000254082.5 CTD-2024D23.1 chr8 39566705 39580134 + -ENSG00000168619.15 ADAM18 chr8 39584489 39730064 + -ENSG00000104755.14 ADAM2 chr8 39743735 39838289 - -ENSG00000221018.1 AC136365.1 chr8 39756082 39756188 - -ENSG00000253332.1 KB-1582A10.1 chr8 39860219 39860525 + -ENSG00000253233.1 KB-1582A10.2 chr8 39867436 39867812 - -ENSG00000131203.12 IDO1 chr8 39902275 39928444 + -ENSG00000253939.1 RP11-44K6.3 chr8 39903775 39995248 - -ENSG00000253838.1 RP11-44K6.2 chr8 39914229 39915721 + -ENSG00000254287.1 RP11-44K6.4 chr8 39918076 39920890 - -ENSG00000188676.13 IDO2 chr8 39934614 40016391 + -ENSG00000253790.1 RP11-44K6.5 chr8 39997869 39998499 - -ENSG00000253381.1 RP11-359E19.1 chr8 40104169 40107935 + -ENSG00000253665.1 RP11-359E19.2 chr8 40114651 40127468 + -ENSG00000176907.4 C8orf4 chr8 40153455 40155308 + -ENSG00000254143.1 RP11-470M17.2 chr8 40161458 40172612 + -ENSG00000253802.1 CTA-392C11.1 chr8 40298741 40343402 - -ENSG00000253354.1 CTA-392C11.2 chr8 40370028 40401848 + -ENSG00000272479.1 RP11-301G7.1 chr8 40519565 40520158 - -ENSG00000165061.14 ZMAT4 chr8 40530590 40897833 - -ENSG00000254383.1 RP11-465K16.1 chr8 40900016 40901854 - -ENSG00000206867.1 RNU6-356P chr8 41032892 41032998 + -ENSG00000104332.11 SFRP1 chr8 41261958 41309497 - -ENSG00000263372.1 MIR548AO chr8 41271048 41271143 - -ENSG00000239281.2 RPS29P2 chr8 41271431 41271566 + -ENSG00000253509.1 CTD-3080F16.3 chr8 41275115 41277003 - -ENSG00000206852.1 RNU6-895P chr8 41298163 41298265 + -ENSG00000238936.1 SNORD65 chr8 41426655 41426727 + -ENSG00000253396.1 RP11-15G16.1 chr8 41435298 41440419 + -ENSG00000147533.16 GOLGA7 chr8 41490396 41510980 + -ENSG00000253943.1 KRT18P37 chr8 41511240 41512521 + -ENSG00000147536.11 GINS4 chr8 41529206 41545046 + -ENSG00000253133.1 RP11-360L9.4 chr8 41534155 41578368 - -ENSG00000253174.2 RP11-360L9.7 chr8 41540381 41545044 - -ENSG00000158669.11 AGPAT6 chr8 41577187 41625001 + -ENSG00000264578.1 RP11-360L9.8 chr8 41609692 41621502 - -ENSG00000165066.12 NKX6-3 chr8 41645178 41650669 - -ENSG00000029534.19 ANK1 chr8 41653220 41896762 - -ENSG00000274705.1 AC113133.1 chr8 41660414 41660525 - -ENSG00000253389.2 RP11-930P14.1 chr8 41660991 41665566 + -ENSG00000277839.1 AC113133.2 chr8 41734814 41734892 + -ENSG00000207101.1 Y_RNA chr8 41803349 41803450 + -ENSG00000260588.1 RP11-930P14.2 chr8 41828165 41829934 - -ENSG00000241834.3 RN7SL149P chr8 41840059 41840339 - -ENSG00000083168.9 KAT6A chr8 41929479 42051990 - -ENSG00000238966.1 SNORD112 chr8 42043504 42043575 - -ENSG00000277937.1 AC103724.1 chr8 42078863 42078973 - -ENSG00000244235.2 RP11-589C21.1 chr8 42101318 42101836 + -ENSG00000253135.1 RP11-589C21.2 chr8 42128774 42129249 - -ENSG00000271938.1 RP11-589C21.6 chr8 42139461 42139752 - -ENSG00000261449.1 RP11-589C21.5 chr8 42151772 42152763 - -ENSG00000070718.11 AP3M2 chr8 42152946 42171673 + -ENSG00000104368.17 PLAT chr8 42175233 42207724 - -ENSG00000253408.5 RP11-231D20.2 chr8 42233675 42271197 - -ENSG00000104365.13 IKBKB chr8 42271302 42332653 + -ENSG00000070501.11 POLB chr8 42338454 42371808 + -ENSG00000240395.1 RPL5P23 chr8 42341767 42342634 - -ENSG00000104371.4 DKK4 chr8 42374068 42377232 - -ENSG00000078668.13 VDAC3 chr8 42391624 42405897 + -ENSG00000168575.9 SLC20A2 chr8 42416475 42541926 - -ENSG00000254131.1 RP11-1007J8.1 chr8 42484600 42485019 + -ENSG00000254165.1 RP11-503E24.2 chr8 42537529 42538304 - -ENSG00000176209.11 SMIM19 chr8 42541155 42555193 + -ENSG00000147432.6 CHRNB3 chr8 42697376 42737407 + -ENSG00000255101.1 RP11-412B14.1 chr8 42705583 42721946 - -ENSG00000255361.1 RP11-412B14.2 chr8 42725547 42726228 - -ENSG00000147434.8 CHRNA6 chr8 42752620 42796392 - -ENSG00000131931.8 THAP1 chr8 42836674 42843325 - -ENSG00000120925.13 RNF170 chr8 42849637 42897290 - -ENSG00000242719.3 RN7SL806P chr8 42881236 42881517 + -ENSG00000266044.1 MIR4469 chr8 42896197 42896275 - -ENSG00000168172.8 HOOK3 chr8 42896932 43030539 + -ENSG00000202514.1 Y_RNA chr8 42949388 42949495 - -ENSG00000254673.1 RP11-598P20.5 chr8 43018424 43077334 + -ENSG00000168522.12 FNTA chr8 43034194 43085788 + -ENSG00000200731.1 RNU1-124P chr8 43073474 43073618 + -ENSG00000185900.9 POMK chr8 43093506 43123434 + -ENSG00000254198.1 RP11-598P20.3 chr8 43125995 43126397 - -ENSG00000165102.14 HGSNAT chr8 43140455 43202855 + -ENSG00000253611.1 VN1R46P chr8 43219960 43220809 - -ENSG00000253884.1 RP11-726G23.2 chr8 43246755 43246935 - -ENSG00000255166.1 RP11-726G23.11 chr8 43247191 43247410 + -ENSG00000253312.1 RP11-359P18.2 chr8 43251711 43251858 + -ENSG00000253186.2 RP11-726G23.3 chr8 43253732 43254089 + -ENSG00000253606.2 AFG3L2P1 chr8 43270198 43271960 - -ENSG00000234713.3 RP11-726G23.10 chr8 43276270 43276823 - -ENSG00000253707.1 RP11-726G23.8 chr8 43284626 43284806 - -ENSG00000188877.11 POTEA chr8 43292483 43363518 + -ENSG00000238509.1 RNU6-104P chr8 43303376 43303482 + -ENSG00000255497.1 RP11-726G23.12 chr8 43313948 43314200 + -ENSG00000280822.1 AC022616.1 chr8 43366713 43366789 - -ENSG00000254342.1 RP11-726G23.6 chr8 43372559 43372677 + -ENSG00000201329.2 U3 chr8 43378297 43378510 + -ENSG00000281402.1 AC022616.2 chr8 43381784 43381874 - -ENSG00000250637.2 RP11-359P18.1 chr8 43442902 43452912 + -ENSG00000254069.2 RP11-359P18.7 chr8 43493937 43494762 + -ENSG00000253319.1 RP11-359P18.8 chr8 43511820 43512033 - -ENSG00000253418.1 SNX18P27 chr8 43513643 43514421 + -ENSG00000254145.1 RP11-359P18.5 chr8 43539137 43539472 + -ENSG00000253748.2 CYP4F44P chr8 43539973 43540927 + -ENSG00000253195.2 RP11-359P18.6 chr8 43542076 43544057 + -ENSG00000253845.1 RP11-643N23.2 chr8 43672823 43673075 + -ENSG00000253198.1 RP11-643N23.1 chr8 43674270 43674591 - -ENSG00000276685.1 pRNA chr8 46028804 46028892 - -ENSG00000253425.2 HSPA8P13 chr8 46549089 46550802 + -ENSG00000248498.3 ASNSP1 chr8 46579213 46614523 - -ENSG00000254070.1 RP11-790L1.3 chr8 46671839 46671926 + -ENSG00000251470.1 ASNSP4 chr8 46697630 46698688 + -ENSG00000228984.3 RP11-101E19.8 chr8 46784800 46785928 + -ENSG00000250857.3 TRIM60P15 chr8 46792065 46793064 + -ENSG00000253314.5 LINC00293 chr8 46822237 46854307 + -ENSG00000253828.3 MTND1P7 chr8 46827228 46827894 - -ENSG00000282321.1 RP11-101E19.10 chr8 46828117 46828413 - -ENSG00000252594.1 RNU6-656P chr8 46831050 46831156 + -ENSG00000254118.1 RP11-101E19.4 chr8 46837578 46838706 - -ENSG00000254156.1 MTND6P20 chr8 46838788 46839205 + -ENSG00000253803.1 RP11-101E19.7 chr8 46870902 46872045 - -ENSG00000253745.1 RP11-350F16.1 chr8 46922561 46928832 + -ENSG00000253782.1 RP11-350F16.2 chr8 46930840 46934446 - -ENSG00000215179.5 MAPK6PS4 chr8 46972476 46974617 - -ENSG00000222099.1 RN7SKP32 chr8 47068021 47068323 - -ENSG00000281136.1 AC026241.1 chr8 47085350 47085426 + -ENSG00000248347.3 RP11-1134I14.2 chr8 47089572 47198861 - -ENSG00000200986.1 RNU6-819P chr8 47131781 47131887 - -ENSG00000188873.4 RPL10AP2 chr8 47157118 47157771 + -ENSG00000248531.3 NDUFA5P12 chr8 47164870 47165524 + -ENSG00000254348.1 RP11-1134I14.4 chr8 47189305 47189560 + -ENSG00000255366.1 RP11-1134I14.8 chr8 47190772 47193262 + -ENSG00000253502.1 ATP6V1G1P2 chr8 47194002 47194347 - -ENSG00000253817.1 RP11-1134I14.6 chr8 47198032 47198323 - -ENSG00000215177.3 IGLV8OR8-1 chr8 47202444 47202897 - -ENSG00000164808.16 SPIDR chr8 47260575 47736306 + -ENSG00000253330.1 RP11-697N18.3 chr8 47511034 47512141 - -ENSG00000269924.1 RP11-697N18.4 chr8 47527397 47528148 + -ENSG00000251354.3 RP11-697N18.1 chr8 47546804 47547926 - -ENSG00000254065.1 RP11-697N18.2 chr8 47592147 47592609 - -ENSG00000207369.1 RNU6-665P chr8 47667771 47667877 + -ENSG00000221869.4 CEBPD chr8 47736909 47739086 - -ENSG00000253729.7 PRKDC chr8 47773108 47960183 - -ENSG00000207450.1 Y_RNA chr8 47805079 47805179 - -ENSG00000211562.2 AC103686.1 chr8 47890058 47890130 + -ENSG00000104738.16 MCM4 chr8 47960185 47978160 + -ENSG00000222522.1 RNU6-519P chr8 47979414 47979521 + -ENSG00000169139.11 UBE2V2 chr8 48008400 48064708 + -ENSG00000253843.1 RP11-769N21.2 chr8 48193850 48194627 - -ENSG00000253654.2 CTD-2210A23.1 chr8 48294026 48294694 - -ENSG00000252710.1 RNU6-295P chr8 48307927 48308030 - -ENSG00000277418.1 5S_rRNA chr8 48316669 48316770 + -ENSG00000224594.2 RPL29P19 chr8 48384590 48385049 + -ENSG00000279881.1 RP11-513O13.1 chr8 48428143 48431041 - -ENSG00000253140.1 RP11-567J20.3 chr8 48515852 48517089 - -ENSG00000253608.1 RP11-770E5.1 chr8 48551567 48698510 + -ENSG00000253688.1 RP11-567J20.2 chr8 48552015 48556441 - -ENSG00000233858.4 AC026904.1 chr8 48590401 48594621 + -ENSG00000253702.1 RP11-567J20.1 chr8 48597458 48621018 - -ENSG00000253455.1 RP11-770E5.3 chr8 48620465 48623895 + -ENSG00000253892.1 RP11-770E5.2 chr8 48657260 48658894 - -ENSG00000034239.10 EFCAB1 chr8 48710789 48735311 - -ENSG00000233109.4 RP11-22C8.1 chr8 48913916 48914380 + -ENSG00000019549.8 SNAI2 chr8 48917690 48921740 - -ENSG00000275096.1 AC013701.1 chr8 48938840 48938934 + -ENSG00000168333.13 C8orf22 chr8 49054311 49076090 + -ENSG00000253474.1 RP11-10H3.1 chr8 49168539 49228925 + -ENSG00000199640.1 RN7SKP294 chr8 49330210 49330547 + -ENSG00000254268.1 RFPL4AP7 chr8 49352630 49352844 - -ENSG00000253380.1 RP11-738G5.1 chr8 49496763 49512180 - -ENSG00000253206.1 RP11-738G5.2 chr8 49536386 49554414 - -ENSG00000253810.1 PSAT1P1 chr8 49740216 49741321 - -ENSG00000253484.1 RP11-109P6.2 chr8 49817586 49820944 - -ENSG00000271148.1 RP11-401N18.1 chr8 49906863 49907446 - -ENSG00000147481.13 SNTG1 chr8 49909789 50794118 + -ENSG00000253849.1 RP11-759A9.1 chr8 50381015 50382275 + -ENSG00000254392.1 RP11-759A9.2 chr8 50490795 50491465 + -ENSG00000254358.1 CYCSP22 chr8 50762460 50762798 - -ENSG00000253340.1 RP11-139G7.1 chr8 50859530 50860062 + -ENSG00000201316.1 SNORA7 chr8 51015021 51015165 + -ENSG00000253664.1 RP11-401H2.1 chr8 51257688 51321118 + -ENSG00000147485.12 PXDNL chr8 51319578 51809445 - -ENSG00000254025.1 BRIX1P1 chr8 51435602 51436509 + -ENSG00000254225.1 RP11-11C20.1 chr8 51721670 51722164 - -ENSG00000272076.1 RP11-11C20.3 chr8 51810110 51810681 - -ENSG00000168300.13 PCMTD1 chr8 51817575 51899186 - -ENSG00000253475.1 RP11-110G21.2 chr8 51895957 51896374 - -ENSG00000228801.5 RP11-110G21.1 chr8 51899325 51947173 + -ENSG00000272024.1 RP11-546K22.3 chr8 51950284 51950690 + -ENSG00000253844.1 RP11-546K22.1 chr8 51961458 52022974 + -ENSG00000254136.1 RP11-546K22.2 chr8 51996210 52008355 - -ENSG00000147488.11 ST18 chr8 52110839 52460959 - -ENSG00000254314.1 RP11-26M5.3 chr8 52150820 52154892 + -ENSG00000253551.1 RP11-26M5.2 chr8 52194362 52199580 + -ENSG00000253924.1 RP11-1023P17.2 chr8 52294455 52301942 + -ENSG00000240534.1 RPL34P17 chr8 52313154 52313500 - -ENSG00000196711.8 FAM150A chr8 52534037 52565507 - -ENSG00000023287.12 RB1CC1 chr8 52622456 52745843 - -ENSG00000271555.1 CTD-3214K23.1 chr8 52722903 52723141 + -ENSG00000281352.1 AC087348.1 chr8 52891846 52891976 - -ENSG00000183729.3 NPBWR1 chr8 52938431 52941117 + -ENSG00000248911.2 RP11-182E14.1 chr8 52975111 52976116 - -ENSG00000265835.2 AC009800.1 chr8 52995348 52995458 - -ENSG00000251871.1 AC016113.1 chr8 53037629 53037749 - -ENSG00000250494.1 RP11-162D9.1 chr8 53162339 53162987 + -ENSG00000254687.1 RP11-162D9.3 chr8 53177571 53242683 + -ENSG00000082556.10 OPRK1 chr8 53225716 53251697 - -ENSG00000260484.1 RP11-1081M5.2 chr8 53388701 53390872 - -ENSG00000274295.1 RP11-1081M5.3 chr8 53394215 53394795 + -ENSG00000253369.1 RP11-1081M5.1 chr8 53395211 53395946 - -ENSG00000254204.1 RP11-400K9.3 chr8 53515170 53515905 + -ENSG00000237807.3 RP11-400K9.4 chr8 53515171 53523931 - -ENSG00000240919.1 RP11-400K9.1 chr8 53532908 53533704 + -ENSG00000206144.5 RP11-400K9.2 chr8 53537060 53540300 + -ENSG00000253668.1 RP11-463C14.1 chr8 53712697 53712896 + -ENSG00000047249.16 ATP6V1H chr8 53715557 53843558 - -ENSG00000147509.13 RGS20 chr8 53851808 53959303 + -ENSG00000272457.1 RP11-1070A24.2 chr8 53876150 53876649 - -ENSG00000244159.1 RP11-1070A24.1 chr8 53887008 53887244 - -ENSG00000200528.1 RNU6-1331P chr8 53914719 53914824 + -ENSG00000187735.12 TCEA1 chr8 53966552 54022529 - -ENSG00000253667.2 RP11-30L15.4 chr8 53971231 53974210 + -ENSG00000280473.1 AC100821.2 chr8 53993605 53994438 + -ENSG00000260955.2 RP11-30L15.6 chr8 54042989 54045629 - -ENSG00000120992.17 LYPLA1 chr8 54046367 54102017 - -ENSG00000276621.1 AC100821.1 chr8 54066681 54066781 + -ENSG00000254274.1 TDGF1P5 chr8 54073114 54073566 + -ENSG00000276353.1 Metazoa_SRP chr8 54130582 54130860 + -ENSG00000137547.8 MRPL15 chr8 54135210 54147901 + -ENSG00000251835.1 RNU6ATAC32P chr8 54152807 54152882 - -ENSG00000270980.1 RP11-626A5.2 chr8 54191582 54192035 - -ENSG00000253840.1 RP11-767C6.1 chr8 54247633 54247906 + -ENSG00000199212.1 RNU105C chr8 54330687 54330895 + -ENSG00000276605.1 RP11-793H4.1 chr8 54354168 54355118 + -ENSG00000244107.3 RN7SL250P chr8 54420468 54420725 + -ENSG00000164736.5 SOX17 chr8 54457935 54460888 + -ENSG00000274310.1 RP11-53M11.5 chr8 54467208 54470609 + -ENSG00000270275.1 TRMT112P7 chr8 54479597 54479963 - -ENSG00000226098.4 SEC11B chr8 54522799 54523297 - -ENSG00000254142.2 RP11-53M11.3 chr8 54554361 54561927 + -ENSG00000104237.6 RP1 chr8 54616067 54630834 + -ENSG00000254608.1 RP11-56A10.1 chr8 54648993 54869903 + -ENSG00000253114.2 RP11-550I15.1 chr8 54696398 54697127 + -ENSG00000206579.8 XKR4 chr8 55102389 55542054 + -ENSG00000253976.1 RP11-386G21.1 chr8 55135203 55142358 - -ENSG00000253857.1 RP11-386G21.2 chr8 55161483 55164727 + -ENSG00000248522.1 SBF1P1 chr8 55449509 55455139 - -ENSG00000254357.1 RP11-628E19.2 chr8 55517240 55520977 - -ENSG00000221589.1 AC100817.1 chr8 55677233 55677324 - -ENSG00000167904.14 TMEM68 chr8 55696424 55773407 - -ENSG00000222955.1 RNA5SP265 chr8 55745232 55745342 + -ENSG00000137574.10 TGS1 chr8 55773142 55825448 + -ENSG00000254087.7 LYN chr8 55879813 56014168 + -ENSG00000254325.2 RP11-318K15.2 chr8 55893595 55895739 + -ENSG00000199405.1 SNORA1 chr8 55902723 55902855 - -ENSG00000240905.3 RN7SL798P chr8 55980240 55980540 - -ENSG00000241997.3 RN7SL323P chr8 56022019 56022313 - -ENSG00000280728.1 AC046176.1 chr8 56042371 56042458 + -ENSG00000236814.1 RP11-446E9.1 chr8 56050038 56051207 - -ENSG00000008988.9 RPS20 chr8 56067295 56074581 - -ENSG00000238650.1 SNORD54 chr8 56073835 56073901 - -ENSG00000253603.1 CTA-397H3.3 chr8 56074592 56075274 + -ENSG00000248578.1 NPM1P21 chr8 56101199 56102267 - -ENSG00000172680.1 MOS chr8 56112942 56113982 - -ENSG00000221093.1 SNORA3 chr8 56121242 56121352 - -ENSG00000181690.7 PLAG1 chr8 56160904 56211324 - -ENSG00000170791.17 CHCHD7 chr8 56211686 56218798 + -ENSG00000272343.1 RP11-140I16.3 chr8 56222688 56223173 + -ENSG00000254216.1 RP11-140I16.2 chr8 56252960 56253372 - -ENSG00000170786.12 SDR16C5 chr8 56300010 56320776 - -ENSG00000253542.7 SDR16C6P chr8 56373064 56395365 - -ENSG00000181195.10 PENK chr8 56436674 56446734 - -ENSG00000254254.5 RP11-17A4.2 chr8 56445807 56552067 + -ENSG00000253541.1 SEPT10P1 chr8 56476826 56477987 - -ENSG00000246430.6 LINC00968 chr8 56496246 56559823 - -ENSG00000253139.1 RP11-17A4.3 chr8 56536758 56540497 - -ENSG00000241431.1 RPL37P6 chr8 56588385 56588787 + -ENSG00000254055.1 RP11-17A4.4 chr8 56639901 56656465 - -ENSG00000270328.1 RP11-33E15.1 chr8 56776283 56776874 + -ENSG00000206975.1 RNU6-13P chr8 56917084 56917190 + -ENSG00000104331.8 IMPAD1 chr8 56957933 56993844 - -ENSG00000222205.1 RNA5SP266 chr8 57126655 57126762 - -ENSG00000253301.5 LINC01606 chr8 57142689 57240298 + -ENSG00000220984.1 AC025674.1 chr8 57183634 57183720 + -ENSG00000251142.1 RP11-513O17.1 chr8 57240057 57240541 + -ENSG00000253614.1 RP11-513O17.3 chr8 57261226 57266613 + -ENSG00000215117.5 LINC00588 chr8 57279543 57284731 + -ENSG00000202265.1 RNU6-596P chr8 57289552 57289649 + -ENSG00000253871.1 RP11-756K15.2 chr8 57343787 57364857 + -ENSG00000243050.1 RPL30P10 chr8 57392546 57392882 + -ENSG00000253821.1 RP11-246K15.1 chr8 57492884 57591559 + -ENSG00000253322.1 RP11-388G22.1 chr8 57594166 57805029 - -ENSG00000254139.1 CTD-2339F6.1 chr8 57746149 57750199 + -ENSG00000253376.1 RP11-44D19.1 chr8 57889576 57890809 - -ENSG00000205293.3 LINC01602 chr8 57978358 57984126 + -ENSG00000169122.11 FAM110B chr8 57994509 58204279 + -ENSG00000253523.1 RP11-1112C15.2 chr8 58031334 58032682 - -ENSG00000253116.1 RP11-648L3.2 chr8 58091442 58106294 - -ENSG00000242595.1 RP11-648L3.1 chr8 58113189 58113622 - -ENSG00000253281.6 RP11-716D16.1 chr8 58255771 58272119 - -ENSG00000215114.7 UBXN2B chr8 58411264 58451501 + -ENSG00000250031.1 RP11-114M5.1 chr8 58424588 58426685 - -ENSG00000167910.3 CYP7A1 chr8 58490178 58500236 - -ENSG00000254103.1 RP11-114M5.3 chr8 58503588 58504068 + -ENSG00000137575.11 SDCBP chr8 58552924 58582860 + -ENSG00000035681.7 NSMAF chr8 58583504 58659844 - -ENSG00000242970.2 AC068522.4 chr8 58588420 58588764 - -ENSG00000198846.5 TOX chr8 58805418 59119208 - -ENSG00000201231.1 RNU4-50P chr8 58814412 58814552 - -ENSG00000254048.1 RP11-328K2.1 chr8 58991720 58992938 - -ENSG00000167912.5 RP11-25K19.1 chr8 59119040 59121346 + -ENSG00000206853.1 SNORA51 chr8 59137372 59137502 - -ENSG00000201763.1 RNA5SP267 chr8 59455885 59456010 + -ENSG00000254150.1 RP11-379I19.2 chr8 59557528 59557855 - -ENSG00000253260.1 RP11-379I19.1 chr8 59561327 59593701 - -ENSG00000253879.1 RP11-379I19.3 chr8 59601378 59613775 + -ENSG00000253413.1 RP11-960H2.2 chr8 59760047 59760263 + -ENSG00000253723.1 RP11-960H2.1 chr8 59821124 59821433 + -ENSG00000278428.1 RP11-88H1.1 chr8 59893856 59893942 - -ENSG00000254775.1 RP11-27P7.1 chr8 60049587 60074715 + -ENSG00000254954.1 SLC2A13P1 chr8 60141821 60142142 + -ENSG00000178538.9 CA8 chr8 60187347 60281412 - -ENSG00000251396.6 LINC01301 chr8 60384588 60516795 - -ENSG00000226301.3 PDCL3P1 chr8 60387262 60387995 + -ENSG00000104388.14 RAB2A chr8 60516857 60623627 + -ENSG00000255321.1 RP11-91I20.4 chr8 60551957 60553036 - -ENSG00000228862.3 RP11-91I20.3 chr8 60631509 60636271 - -ENSG00000254869.1 RP11-91I20.2 chr8 60652502 60653561 - -ENSG00000255289.1 RP11-91I20.1 chr8 60660820 60664530 + -ENSG00000171316.11 CHD7 chr8 60678778 60868028 + -ENSG00000254432.1 RP11-33I11.2 chr8 60808735 60809606 - -ENSG00000271377.1 RP11-33I11.3 chr8 60906059 60906452 + -ENSG00000254777.5 AC022182.1 chr8 60910053 60966557 + -ENSG00000255397.1 AC022182.2 chr8 60937705 60939871 - -ENSG00000254802.1 AC022182.3 chr8 60965802 60967775 - -ENSG00000177182.10 CLVS1 chr8 61057158 61501645 + -ENSG00000213881.3 NPM1P6 chr8 61202350 61203220 + -ENSG00000254222.1 RP11-787D18.2 chr8 61264624 61292039 - -ENSG00000253711.1 RP11-787D18.1 chr8 61300164 61301069 - -ENSG00000198363.15 ASPH chr8 61500556 61714640 - -ENSG00000254285.3 KRT8P3 chr8 61578220 61579668 + -ENSG00000222898.1 RN7SKP97 chr8 61631680 61632012 - -ENSG00000264408.1 MIR4470 chr8 61714788 61714859 + -ENSG00000251127.2 RP11-280G9.1 chr8 61759094 61765969 - -ENSG00000254119.5 RP11-705O24.1 chr8 61785047 61944180 + -ENSG00000253834.1 RP11-705O24.3 chr8 61821481 61825252 - -ENSG00000254120.1 RP11-705O24.2 chr8 61889839 61894206 + -ENSG00000253544.1 C1GALT1P3 chr8 61909984 61910802 - -ENSG00000253789.1 NARSP2 chr8 62110524 62119898 + -ENSG00000237810.3 CTD-2571E19.3 chr8 62143311 62144769 - -ENSG00000185942.11 NKAIN3 chr8 62248591 62999652 + -ENSG00000254050.1 RP11-577N1.1 chr8 62473217 62474269 - -ENSG00000253975.1 RP11-577N1.2 chr8 62482198 62483811 - -ENSG00000253517.1 XRCC6P4 chr8 62855068 62857134 - -ENSG00000253431.1 SRPK2P chr8 62863082 62864181 - -ENSG00000274956.2 UG0898H09 chr8 62977861 62984900 + -ENSG00000240915.2 RP11-659E9.2 chr8 63013068 63014681 + -ENSG00000137563.11 GGH chr8 63015079 63039171 - -ENSG00000253121.1 RP11-659E9.4 chr8 63024372 63025294 + -ENSG00000137561.4 TTPA chr8 63048553 63086053 - -ENSG00000253555.1 RP11-16E18.1 chr8 63136223 63138084 - -ENSG00000270673.1 YTHDF3-AS1 chr8 63167725 63168442 - -ENSG00000185728.16 YTHDF3 chr8 63168553 63212786 + -ENSG00000261542.1 RP11-16E18.3 chr8 63215981 63218034 + -ENSG00000241964.3 RN7SL135P chr8 63234634 63234911 - -ENSG00000253205.5 CTD-3046C4.1 chr8 63384839 63470205 - -ENSG00000215096.3 IFITM8P chr8 63409064 63409457 + -ENSG00000253894.1 RP11-45K10.2 chr8 63465849 63475482 + -ENSG00000253583.1 RP11-573J24.1 chr8 63586000 63589408 + -ENSG00000252358.1 RN7SKP135 chr8 63609354 63609600 - -ENSG00000253554.5 RP11-32K4.1 chr8 63687179 64368558 - -ENSG00000253762.1 RP11-579E24.2 chr8 63704756 63751677 + -ENSG00000253734.1 LINC01289 chr8 63769430 63785501 + -ENSG00000253231.1 COX6CP8 chr8 64331927 64332152 + -ENSG00000254377.5 MIR124-2HG chr8 64373328 64383787 + -ENSG00000207816.1 MIR124-2 chr8 64379149 64379257 + -ENSG00000253750.1 RP11-21C4.4 chr8 64554236 64554475 - -ENSG00000253800.1 RP11-21C4.5 chr8 64570913 64571332 - -ENSG00000254102.1 RP11-21C4.1 chr8 64574306 64581888 - -ENSG00000180828.2 BHLHE22 chr8 64580367 64583628 + -ENSG00000172817.3 CYP7B1 chr8 64587763 64798761 - -ENSG00000254330.1 RP11-1D12.1 chr8 64703774 64734459 - -ENSG00000254006.5 RP11-1D12.2 chr8 64801236 64817573 - -ENSG00000253493.1 RP11-89A16.1 chr8 64973488 64973848 - -ENSG00000239261.1 RPL31P41 chr8 65155407 65155778 + -ENSG00000280725.1 LINC00251 chr8 65161145 65180341 - -ENSG00000213873.4 RP11-678D18.1 chr8 65377592 65378111 + -ENSG00000254081.1 LINC01299 chr8 65527008 65562780 - -ENSG00000272010.1 CTD-3025N20.3 chr8 65591850 65592472 - -ENSG00000200714.1 Y_RNA chr8 65592731 65592820 + -ENSG00000104442.9 ARMC1 chr8 65602456 65634217 - -ENSG00000066855.15 MTFR1 chr8 65644734 65771261 + -ENSG00000272155.1 RP11-707M3.3 chr8 65714334 65714778 - -ENSG00000205268.10 PDE7A chr8 65717510 65842322 - -ENSG00000272192.1 CTD-2532N20.1 chr8 65842752 65843331 + -ENSG00000147570.9 DNAJC5B chr8 66021560 66100526 + -ENSG00000253190.3 AC084082.3 chr8 66112667 66115207 + -ENSG00000147573.16 TRIM55 chr8 66126896 66175487 + -ENSG00000147571.4 CRH chr8 66176382 66178725 - -ENSG00000253138.5 LINC00967 chr8 66192093 66197315 + -ENSG00000246145.1 RRS1-AS1 chr8 66419589 66428977 - -ENSG00000179041.3 RRS1 chr8 66429028 66430733 + -ENSG00000147576.15 ADHFE1 chr8 66430185 66471601 + -ENSG00000169085.11 C8orf46 chr8 66460003 66518524 + -ENSG00000253623.1 RP11-346I3.2 chr8 66480648 66481486 + -ENSG00000206949.1 RNU6-1324P chr8 66501205 66501311 - -ENSG00000185697.16 MYBL1 chr8 66562175 66614247 - -ENSG00000175073.7 VCPIP1 chr8 66628487 66667217 - -ENSG00000201365.1 Y_RNA chr8 66653469 66653576 + -ENSG00000270024.5 C8orf44-SGK3 chr8 66667596 66860472 + -ENSG00000213865.7 C8orf44 chr8 66667615 66685564 + -ENSG00000278888.1 AC090154.1 chr8 66674499 66675916 - -ENSG00000104205.12 SGK3 chr8 66712418 66862022 + -ENSG00000213005.3 PTTG3P chr8 66767400 66768005 - -ENSG00000178460.17 MCMDC2 chr8 66870749 66922048 + -ENSG00000245910.8 SNHG6 chr8 66921684 66926398 - -ENSG00000254341.2 SNORD87 chr8 66922467 66922555 - -ENSG00000261787.1 TCF24 chr8 66946501 66962590 - -ENSG00000178125.14 PPP1R42 chr8 66964099 67056604 - -ENSG00000253223.1 RP11-409C19.2 chr8 66984135 66986187 - -ENSG00000121022.13 COPS5 chr8 67043079 67083783 - -ENSG00000266491.1 AC109335.1 chr8 67058906 67059003 + -ENSG00000104218.13 CSPP1 chr8 67062426 67196263 + -ENSG00000252637.1 RNA5SP268 chr8 67099302 67099425 + -ENSG00000250869.2 RP11-453N18.1 chr8 67133554 67135911 - -ENSG00000066777.8 ARFGEF1 chr8 67173511 67343677 - -ENSG00000271966.1 RP11-7F18.2 chr8 67343975 67345087 + -ENSG00000241961.1 RP11-7F18.1 chr8 67406515 67407072 + -ENSG00000165078.11 CPA6 chr8 67422125 67746345 - -ENSG00000254253.1 RP11-343B22.2 chr8 67569416 67570078 + -ENSG00000255130.1 RP11-396J6.1 chr8 67732587 67735665 + -ENSG00000255531.1 NDUFS5P6 chr8 67849044 67849338 + -ENSG00000046889.18 PREX2 chr8 67952118 68237030 + -ENSG00000255206.1 RP11-403D15.2 chr8 68082204 68095081 - -ENSG00000254051.1 RP11-403D15.1 chr8 68176768 68177221 + -ENSG00000252210.1 Y_RNA chr8 68223318 68223402 - -ENSG00000253964.1 RPL31P40 chr8 68293446 68293818 - -ENSG00000248801.6 C8orf34-AS1 chr8 68303468 68331491 - -ENSG00000165084.15 C8orf34 chr8 68330722 68819022 + -ENSG00000236191.3 RPS15AP25 chr8 68525517 68525906 - -ENSG00000239184.1 RNA5SP269 chr8 68695643 68695779 + -ENSG00000254337.1 RP11-865I6.2 chr8 68848742 68852763 - -ENSG00000253658.5 LINC01592 chr8 68911803 69104190 - -ENSG00000238808.1 RNU7-102P chr8 69110513 69110574 - -ENSG00000254332.1 GS1-44D20.1 chr8 69129598 69130345 + -ENSG00000253373.1 RP11-21C17.1 chr8 69175579 69178189 - -ENSG00000253479.5 LINC01603 chr8 69425035 69448244 - -ENSG00000253216.1 RP11-744J10.2 chr8 69446057 69446260 + -ENSG00000137573.13 SULF1 chr8 69466624 69660915 + -ENSG00000137571.10 SLCO5A1 chr8 69667047 69835064 - -ENSG00000222889.1 RN7SKP29 chr8 69700224 69700495 + -ENSG00000254557.1 RP11-102F4.2 chr8 69713390 69719722 + -ENSG00000271113.1 RP11-159H10.4 chr8 69794062 69794734 + -ENSG00000246528.3 RP11-159H10.3 chr8 69834111 69854971 + -ENSG00000277740.1 Metazoa_SRP chr8 69851148 69851436 - -ENSG00000255107.1 RP11-159H10.1 chr8 69859264 69860540 - -ENSG00000239580.3 RN7SL675P chr8 69922751 69923047 - -ENSG00000223293.1 RNA5SP270 chr8 69929905 69930022 + -ENSG00000280393.1 RP11-449M6.3 chr8 69938168 69938400 + -ENSG00000247570.2 SDCBPP2 chr8 69942948 69944648 + -ENSG00000253721.1 SUMO2P20 chr8 69987415 69987697 - -ENSG00000147596.3 PRDM14 chr8 70051651 70071693 - -ENSG00000212473.1 RNU1-101P chr8 70077906 70078032 - -ENSG00000253173.3 RP11-152C15.1 chr8 70103798 70104179 - -ENSG00000140396.12 NCOA2 chr8 70109762 70403805 - -ENSG00000213003.3 BTF3P12 chr8 70273369 70273837 + -ENSG00000207036.1 RNY3P14 chr8 70357347 70357448 + -ENSG00000241204.1 RP11-333A23.1 chr8 70424125 70424576 - -ENSG00000253143.3 RP11-333A23.3 chr8 70471112 70480623 - -ENSG00000253967.1 RP11-333A23.4 chr8 70471134 70485687 + -ENSG00000275128.1 RN7SL203P chr8 70480192 70480487 - -ENSG00000241105.1 RP11-333A23.2 chr8 70506251 70506818 - -ENSG00000067167.7 TRAM1 chr8 70573442 70608387 - -ENSG00000246366.6 LACTB2-AS1 chr8 70608577 70663279 + -ENSG00000147592.8 LACTB2 chr8 70635318 70669174 - -ENSG00000243532.3 RN7SL19P chr8 70654578 70654883 - -ENSG00000221947.7 XKR9 chr8 70669365 70790371 + -ENSG00000223220.1 Y_RNA chr8 70780914 70781008 - -ENSG00000254031.5 RP11-326E22.1 chr8 71155457 71204223 + -ENSG00000104313.17 EYA1 chr8 71197433 71362232 - -ENSG00000253379.5 RP11-1102P16.1 chr8 71403440 71592025 - -ENSG00000253124.1 TRAPPC2P2 chr8 71448811 71449219 - -ENSG00000221446.1 AC099805.1 chr8 71449695 71449808 + -ENSG00000254277.1 RP11-1144P22.1 chr8 71675300 71702786 + -ENSG00000253287.1 RP11-281N10.1 chr8 71779605 71792875 - -ENSG00000200191.1 U8 chr8 71815494 71815625 - -ENSG00000235531.9 MSC-AS1 chr8 71828167 72118393 + -ENSG00000264576.1 AC104012.1 chr8 71832604 71832688 - -ENSG00000178860.8 MSC chr8 71841549 71844468 - -ENSG00000241942.2 RPS20P20 chr8 71895991 71896330 + -ENSG00000104321.10 TRPA1 chr8 72019917 72075617 - -ENSG00000253317.1 RP11-142A23.1 chr8 72196334 72202269 + -ENSG00000250979.1 RP11-656G20.1 chr8 72202751 72251565 - -ENSG00000252509.1 RNA5SP271 chr8 72357728 72357815 + -ENSG00000212989.3 RP11-351E7.2 chr8 72429620 72430112 + -ENSG00000254347.1 RP11-351E7.1 chr8 72462311 72470972 + -ENSG00000182674.5 KCNB2 chr8 72537391 72938349 + -ENSG00000253226.1 HAUS1P3 chr8 72618722 72619383 - -ENSG00000278193.1 RP11-313C15.2 chr8 72660584 72661470 - -ENSG00000253726.1 RP11-313C15.1 chr8 72732045 72751843 + -ENSG00000253784.1 RP11-1145L24.1 chr8 72874859 72881740 - -ENSG00000260838.3 RP11-531A24.3 chr8 72947150 72950445 + -ENSG00000147601.13 TERF1 chr8 73008864 73048122 + -ENSG00000222488.1 RNU6-285P chr8 73018945 73019044 - -ENSG00000272254.1 RP11-531A24.7 chr8 73042910 73043346 - -ENSG00000253636.1 RP11-531A24.5 chr8 73052178 73063061 + -ENSG00000164764.10 SBSPON chr8 73064540 73124088 - -ENSG00000237061.1 RP11-956J14.1 chr8 73083787 73085879 - -ENSG00000253564.1 RP11-956J14.2 chr8 73215929 73216627 - -ENSG00000274443.4 C8orf89 chr8 73241329 73259502 - -ENSG00000222334.4 AC008598.1 chr8 73273105 73273182 + -ENSG00000254213.2 RP11-434I12.5 chr8 73277364 73278046 - -ENSG00000147604.13 RPL7 chr8 73290267 73295789 - -ENSG00000121039.9 RDH10 chr8 73294612 73325281 + -ENSG00000250295.6 RDH10-AS1 chr8 73297711 73356461 - -ENSG00000253339.1 RP11-434I12.3 chr8 73358913 73362788 + -ENSG00000253235.1 RP11-434I12.4 chr8 73368770 73369295 - -ENSG00000253302.1 STAU2-AS1 chr8 73420004 73441526 + -ENSG00000040341.17 STAU2 chr8 73420369 73747708 - -ENSG00000254273.1 RP11-181D18.4 chr8 73511276 73511654 - -ENSG00000253383.1 RP11-116B19.2 chr8 73590574 73590883 + -ENSG00000254105.1 VENTXP6 chr8 73651289 73651602 + -ENSG00000254538.1 RP11-463D19.1 chr8 73670441 73732897 + -ENSG00000258677.2 RP11-463D19.2 chr8 73688691 73878854 - -ENSG00000104343.19 UBE2W chr8 73780097 73878910 - -ENSG00000253273.2 RP11-99A14.1 chr8 73831143 73831947 + -ENSG00000272469.2 RN7SL760P chr8 73833773 73834042 - -ENSG00000251633.3 GYG1P1 chr8 73905357 73915010 - -ENSG00000154582.16 TCEB1 chr8 73939169 73972287 - -ENSG00000175606.10 TMEM70 chr8 73972437 73982783 + -ENSG00000244295.2 RPS20P21 chr8 73982125 73982467 + -ENSG00000253833.1 RP11-367E12.4 chr8 73984493 73984883 + -ENSG00000154589.6 LY96 chr8 73991352 74029087 + -ENSG00000212348.1 RNU6-1300P chr8 74048677 74048784 + -ENSG00000254288.1 RP11-6I2.3 chr8 74052340 74099853 + -ENSG00000240047.2 RPS3AP32 chr8 74055882 74056647 + -ENSG00000212485.1 RNU6-1197P chr8 74079537 74079643 + -ENSG00000253115.1 RP11-6I2.4 chr8 74103516 74106744 + -ENSG00000253983.2 RP1-16A9.1 chr8 74199396 74208441 + -ENSG00000104369.4 JPH1 chr8 74234700 74321328 - -ENSG00000104381.12 GDAP1 chr8 74321130 74488872 + -ENSG00000253596.1 CTD-2320G14.2 chr8 74347757 74350050 - -ENSG00000207417.1 Y_RNA chr8 74376687 74376793 + -ENSG00000266502.1 MIR5681A chr8 74548543 74548617 + -ENSG00000254349.5 MIR2052HG chr8 74599775 74823313 + -ENSG00000253341.1 RP11-730G20.2 chr8 74603244 74604244 - -ENSG00000254080.1 RP11-730G20.1 chr8 74609698 74633320 - -ENSG00000253706.5 RP11-758M4.4 chr8 74798784 74866939 - -ENSG00000253777.1 RP11-758M4.3 chr8 74804287 74804811 - -ENSG00000137558.7 PI15 chr8 74824537 74855029 + -ENSG00000254043.1 RP11-3N13.2 chr8 74891151 74896302 - -ENSG00000121005.8 CRISPLD1 chr8 74984515 75034558 + -ENSG00000254238.1 RP11-300E4.2 chr8 75026428 75029460 - -ENSG00000253712.1 RP11-697M17.2 chr8 75167704 75176656 - -ENSG00000249395.2 CASC9 chr8 75223404 75324741 - -ENSG00000253229.1 HIGD1AP6 chr8 75302296 75302574 + -ENSG00000254023.1 PKMP4 chr8 75376709 75377014 + -ENSG00000164749.11 HNF4G chr8 75407914 75566843 + -ENSG00000221029.1 AC016194.1 chr8 75786365 75786460 - -ENSG00000222231.1 RNU2-54P chr8 76265543 76265732 - -ENSG00000270866.1 RP11-706J10.2 chr8 76403998 76405091 + -ENSG00000271167.1 LINC01109 chr8 76404058 76407138 + -ENSG00000254300.1 LINC01111 chr8 76406654 76524356 + -ENSG00000253661.1 ZFHX4-AS1 chr8 76491200 76683278 - -ENSG00000253681.1 RP11-115I9.1 chr8 76576551 76579345 - -ENSG00000254305.1 MRPL9P1 chr8 76603240 76603852 - -ENSG00000091656.15 ZFHX4 chr8 76681219 76867285 + -ENSG00000276673.1 uc_338 chr8 76733302 76733476 - -ENSG00000253416.1 RP11-48D4.2 chr8 76904591 76913399 + -ENSG00000266712.2 AC090810.1 chr8 76966759 76966870 - -ENSG00000164751.14 PEX2 chr8 76980258 77001044 - -ENSG00000253952.1 HIGD1AP18 chr8 77013751 77014028 - -ENSG00000254366.6 RP11-38H17.1 chr8 77399072 77537290 + -ENSG00000254001.5 RP11-91P17.1 chr8 78148101 78153913 + -ENSG00000252935.1 RNU6-1220P chr8 78398515 78398622 - -ENSG00000254266.5 PKIA-AS1 chr8 78426103 78558503 - -ENSG00000171033.12 PKIA chr8 78516139 78605267 + -ENSG00000260398.1 RP11-594N15.3 chr8 78605952 78609705 + -ENSG00000104427.11 ZC2HC1A chr8 78666047 78719765 + -ENSG00000104432.12 IL7 chr8 78675743 78805523 - -ENSG00000254352.1 RP11-578O24.2 chr8 78723796 78724136 - -ENSG00000253919.1 PRKRIRP7 chr8 78760142 78762431 - -ENSG00000261618.1 RP11-79H23.3 chr8 78837529 78840522 + -ENSG00000264969.1 AC009941.1 chr8 79097363 79097453 + -ENSG00000253659.1 RP11-1114I9.1 chr8 79297717 79314471 + -ENSG00000253391.1 RP11-758H6.1 chr8 79520145 79520649 + -ENSG00000240540.2 RPL3P9 chr8 79571153 79572335 - -ENSG00000104435.13 STMN2 chr8 79610814 79666175 + -ENSG00000164683.16 HEY1 chr8 79764010 79767863 - -ENSG00000272138.1 LINC01607 chr8 79768142 79802842 + -ENSG00000249328.2 RP11-26J3.1 chr8 79769372 79871759 - -ENSG00000238884.1 RNU7-85P chr8 79800133 79800195 - -ENSG00000147586.9 MRPS28 chr8 79918717 80030289 - -ENSG00000276418.4 RP11-26J3.4 chr8 79918860 80080831 - -ENSG00000272518.1 RP11-26J3.3 chr8 79956465 79957381 - -ENSG00000272264.1 RP11-92K15.3 chr8 80032724 80033300 - -ENSG00000076554.15 TPD52 chr8 80034745 80231232 - -ENSG00000254205.1 RP11-92K15.1 chr8 80122852 80127670 + -ENSG00000241550.3 RN7SL41P chr8 80204606 80204902 + -ENSG00000265588.1 MIR5708 chr8 80241389 80241473 + -ENSG00000241746.1 RP11-941H19.1 chr8 80265528 80266155 - -ENSG00000253238.1 RP11-941H19.3 chr8 80266154 80339840 + -ENSG00000213791.4 RP11-941H19.2 chr8 80300869 80301481 + -ENSG00000206649.1 SNORA20 chr8 80316939 80317069 - -ENSG00000253237.2 RP11-775E10.1 chr8 80351132 80351416 + -ENSG00000252884.1 RNU6-1213P chr8 80405516 80405609 + -ENSG00000251867.3 RP11-48B3.5 chr8 80484561 80485619 - -ENSG00000277604.1 Y_RNA chr8 80484589 80484683 - -ENSG00000205189.11 ZBTB10 chr8 80485619 80526265 + -ENSG00000254162.1 RP11-48B3.3 chr8 80535006 80539135 - -ENSG00000260317.1 RP11-48B3.4 chr8 80541300 80543104 + -ENSG00000188856.6 RPSAP47 chr8 80558870 80559757 + -ENSG00000252057.2 RNU7-174P chr8 80560567 80560625 + -ENSG00000253760.1 RP11-48B3.2 chr8 80568050 80568506 - -ENSG00000223327.1 RNU2-71P chr8 80585585 80585773 - -ENSG00000254181.1 SLC25A51P3 chr8 80594815 80595703 - -ENSG00000243424.2 RN7SL107P chr8 80613544 80613826 - -ENSG00000164684.13 ZNF704 chr8 80628451 80874781 - -ENSG00000254331.1 CKS1BP7 chr8 80644939 80645173 - -ENSG00000212429.1 RNU11-6P chr8 80749561 80749693 - -ENSG00000243951.1 RN7SL308P chr8 80776666 80776962 - -ENSG00000253516.1 HMGB1P41 chr8 80812142 80812581 - -ENSG00000076641.4 PAG1 chr8 80967810 81112068 - -ENSG00000254060.1 RP11-172E10.1 chr8 81036964 81040831 + -ENSG00000254177.1 RP11-1149M10.1 chr8 81058523 81067744 + -ENSG00000253214.1 RP11-1149M10.2 chr8 81154279 81164599 + -ENSG00000254014.1 RP11-363E6.1 chr8 81244156 81244338 + -ENSG00000253677.1 UBE2HP1 chr8 81254870 81255229 + -ENSG00000272425.1 RP11-363E6.4 chr8 81275399 81277570 - -ENSG00000254027.1 RP11-363E6.3 chr8 81279871 81281446 - -ENSG00000164687.10 FABP5 chr8 81280363 81284777 + -ENSG00000273902.1 AC018616.1 chr8 81356161 81356274 + -ENSG00000253859.2 RP11-157I4.4 chr8 81439436 81521818 + -ENSG00000147588.6 PMP2 chr8 81440326 81447523 - -ENSG00000205186.2 FABP9 chr8 81458341 81461579 - -ENSG00000170323.8 FABP4 chr8 81478419 81483263 - -ENSG00000253374.5 RP11-257P3.3 chr8 81521618 81533275 + -ENSG00000237264.4 FTH1P11 chr8 81521682 81522232 - -ENSG00000197416.4 FABP12 chr8 81524981 81531378 - -ENSG00000251521.2 IMPA1P chr8 81605569 81631134 - -ENSG00000254151.1 NIPA2P4 chr8 81617220 81618560 - -ENSG00000240427.1 RPS26P34 chr8 81627269 81627617 + -ENSG00000205184.2 SLC10A5P1 chr8 81634357 81635662 - -ENSG00000133731.9 IMPA1 chr8 81657961 81686693 - -ENSG00000253598.1 SLC10A5 chr8 81693607 81696174 - -ENSG00000280193.1 RP13-923O23.7 chr8 81696368 81698694 + -ENSG00000104231.10 ZFAND1 chr8 81701334 81732903 - -ENSG00000164695.4 CHMP4C chr8 81732434 81759515 + -ENSG00000253334.1 RP13-923O23.6 chr8 81791823 81815714 + -ENSG00000104497.13 SNX16 chr8 81799581 81842866 - -ENSG00000231942.3 HNRNPA1P36 chr8 81807772 81808726 + -ENSG00000254689.1 RP11-354A14.1 chr8 81885377 81923193 + -ENSG00000254123.1 RP11-99H20.1 chr8 82098451 82160577 - -ENSG00000206228.4 HNRNPA1P4 chr8 82291624 82292379 - -ENSG00000253503.5 RP11-653B10.1 chr8 82514568 82677153 - -ENSG00000253836.1 RP11-731N10.1 chr8 82862779 82958696 - -ENSG00000254394.1 CTD-2272D18.1 chr8 82912104 82961926 + -ENSG00000253581.1 CTD-2272D18.2 chr8 82979411 82979886 + -ENSG00000277929.1 AC090095.1 chr8 83024813 83024909 + -ENSG00000254189.1 RP11-296C13.1 chr8 83099976 83100846 - -ENSG00000253423.1 RP11-813B8.1 chr8 83200952 83202431 - -ENSG00000274116.1 RP11-813B8.2 chr8 83293925 83294271 - -ENSG00000275537.1 AC090132.1 chr8 83314617 83314710 - -ENSG00000253898.1 LINC01419 chr8 83403758 83408900 + -ENSG00000254202.1 RP11-120I21.2 chr8 83912713 84140283 + -ENSG00000254195.1 TPM3P3 chr8 84162118 84162471 + -ENSG00000253362.1 RP11-120I21.3 chr8 84163449 84164564 - -ENSG00000184672.11 RALYL chr8 84182787 84921844 + -ENSG00000221185.2 AC103816.1 chr8 84296003 84296088 - -ENSG00000275039.1 AC092699.1 chr8 84408607 84408663 + -ENSG00000206701.1 RNU6-1040P chr8 84665759 84665865 - -ENSG00000253137.1 RP11-509P12.1 chr8 84678798 84679842 + -ENSG00000248978.2 RP11-98H4.1 chr8 84828573 84829479 - -ENSG00000254212.1 RP11-98H4.4 chr8 84864668 84864907 - -ENSG00000203413.3 ACTBP6 chr8 84948585 84949674 + -ENSG00000253655.2 IGJP1 chr8 84980073 84980547 - -ENSG00000253283.1 RP11-146E23.2 chr8 85086615 85087186 + -ENSG00000133739.15 LRRCC1 chr8 85107147 85146076 + -ENSG00000260493.1 RP11-219B4.7 chr8 85172077 85177062 - -ENSG00000133740.10 E2F5 chr8 85177225 85217158 + -ENSG00000254208.1 RP11-219B4.3 chr8 85177522 85178150 - -ENSG00000176731.11 C8orf59 chr8 85214076 85220421 - -ENSG00000185015.7 CA13 chr8 85220587 85284073 + -ENSG00000258256.1 RP11-219B4.5 chr8 85222446 85245717 - -ENSG00000257962.1 RP11-219B4.6 chr8 85246295 85249848 - -ENSG00000133742.13 CA1 chr8 85327608 85379014 - -ENSG00000164879.6 CA3 chr8 85373436 85449040 + -ENSG00000253549.5 CA3-AS1 chr8 85441851 85464915 - -ENSG00000104267.9 CA2 chr8 85463852 85481493 + -ENSG00000254380.1 RP11-317J10.4 chr8 85523899 85540511 + -ENSG00000253680.1 RP11-59O2.1 chr8 85617344 85617512 - -ENSG00000270971.2 REXO1L8P chr8 85642777 85646325 - -ENSG00000273567.1 REXO1L3P chr8 85654684 85658514 - -ENSG00000205176.3 REXO1L1P chr8 85656442 85663497 - -ENSG00000276006.1 REXO1L12P chr8 85714922 85715833 + -ENSG00000275928.1 REXO1L11P chr8 85733459 85737286 + -ENSG00000276540.1 REXO1L10P chr8 85744543 85748373 - -ENSG00000271381.2 REXO1L9P chr8 85762909 85766931 - -ENSG00000276998.1 REXO1L2P chr8 85775106 85779090 - -ENSG00000274343.1 REXO1L7P chr8 85790382 85794399 - -ENSG00000270416.2 REXO1L12P chr8 85802574 85806435 - -ENSG00000277436.1 REXO1L5P chr8 85814767 85818783 - -ENSG00000277422.1 REXO1L6P chr8 85826865 85828467 - -ENSG00000253154.1 CTA-392E5.1 chr8 85839705 85951083 + -ENSG00000147614.3 ATP6V0D2 chr8 85987323 86154228 + -ENSG00000227753.3 RP11-216N21.1 chr8 86016819 86017126 + -ENSG00000243761.1 RP11-216N21.2 chr8 86043102 86043507 + -ENSG00000147613.7 PSKH2 chr8 86048373 86088621 - -ENSG00000253675.1 CTD-3118D11.2 chr8 86098965 86154225 - -ENSG00000253699.1 CTD-3118D11.3 chr8 86180418 86212236 + -ENSG00000164893.8 SLC7A13 chr8 86214052 86321146 - -ENSG00000254231.1 CTD-2284J15.1 chr8 86333274 86343314 - -ENSG00000123124.13 WWP1 chr8 86342738 86478420 + -ENSG00000176623.11 RMDN1 chr8 86468257 86514357 - -ENSG00000250569.1 NTAN1P2 chr8 86481754 86483002 - -ENSG00000085719.11 CPNE3 chr8 86484830 86561498 + -ENSG00000254088.1 SLC2A3P4 chr8 86503591 86505061 + -ENSG00000170289.12 CNGB3 chr8 86553977 86743675 - -ENSG00000253292.1 MIOXP1 chr8 86593755 86594589 - -ENSG00000205333.5 GOLGA2P1 chr8 86657388 86660293 - -ENSG00000221137.1 AC013751.1 chr8 86657870 86657952 - -ENSG00000233915.4 UBE2Q2P10 chr8 86660525 86661922 - -ENSG00000254115.1 RP11-386D6.1 chr8 86707547 86765023 + -ENSG00000253778.1 RP11-386D6.2 chr8 86765935 86818558 + -ENSG00000253568.1 RP11-386D6.3 chr8 86776479 86776638 - -ENSG00000176571.11 CNBD1 chr8 86866442 87615219 + -ENSG00000253500.5 AF121898.3 chr8 87540835 87755718 - -ENSG00000253401.1 VTA1P2 chr8 87575598 87576508 - -ENSG00000251563.1 IARS2P1 chr8 87598462 87601634 - -ENSG00000254376.2 SOX5P chr8 87788562 87789688 - -ENSG00000273978.1 CTB-118P15.3 chr8 87867601 87868607 + -ENSG00000176566.4 DCAF4L2 chr8 87870743 87874068 - -ENSG00000253171.1 CTB-118P15.2 chr8 87974165 88019113 + -ENSG00000156103.15 MMP16 chr8 88032009 88328025 - -ENSG00000253553.5 RP11-586K2.1 chr8 88326836 88737134 + -ENSG00000251904.1 RNA5SP272 chr8 88396437 88396547 - -ENSG00000250962.1 RP11-69I13.1 chr8 88485110 88486094 + -ENSG00000278105.1 AC090578.1 chr8 88732497 88732594 + -ENSG00000271156.1 RP11-642C5.1 chr8 88808318 88808908 - -ENSG00000253621.1 RP11-255L13.1 chr8 89243401 89243793 - -ENSG00000248231.1 KRT8P4 chr8 89412621 89415071 - -ENSG00000251136.8 RP11-37B2.1 chr8 89609409 89757727 - -ENSG00000104312.7 RIPK2 chr8 89757747 89791063 + -ENSG00000253349.1 COX6B1P6 chr8 89823548 89823802 - -ENSG00000275103.1 SCb-64M4.1 chr8 89826593 89833564 + -ENSG00000207359.1 RNU6-925P chr8 89900721 89900824 - -ENSG00000164823.9 OSGIN2 chr8 89901859 89927888 + -ENSG00000104320.13 NBN chr8 89933336 90003228 - -ENSG00000104325.6 DECR1 chr8 90001405 90052092 + -ENSG00000104327.7 CALB1 chr8 90058608 90095475 - -ENSG00000253394.5 LINC00534 chr8 90221488 90569318 + -ENSG00000199354.1 RNA5SP273 chr8 90511128 90511240 + -ENSG00000254180.1 AB015752.3 chr8 90534611 90620070 - -ENSG00000253799.1 LINC01030 chr8 90592804 90606065 - -ENSG00000180694.13 TMEM64 chr8 90621995 90791632 - -ENSG00000246792.2 RP11-68L18.1 chr8 90646441 90656598 + -ENSG00000254182.1 RP11-68L18.2 chr8 90701082 90701876 + -ENSG00000123119.11 NECAB1 chr8 90791550 90959408 + -ENSG00000254251.1 RP11-662G23.1 chr8 90806474 90859240 - -ENSG00000253250.2 C8orf88 chr8 90958637 90985257 - -ENSG00000155099.7 TMEM55A chr8 90993796 91041064 - -ENSG00000253358.1 GS1-251I9.3 chr8 91016588 91018655 + -ENSG00000254219.1 GS1-251I9.2 chr8 91042690 91044762 - -ENSG00000253738.1 OTUD6B-AS1 chr8 91059909 91070189 - -ENSG00000155100.10 OTUD6B chr8 91070196 91087095 + -ENSG00000214954.8 LRRC69 chr8 91101832 91219236 + -ENSG00000253525.1 CTD-2114J12.1 chr8 91157285 91158748 + -ENSG00000266194.1 MIR4661 chr8 91205485 91205559 + -ENSG00000147606.8 SLC26A7 chr8 91209494 91398152 + -ENSG00000253901.1 RP11-122C21.1 chr8 91542924 91907619 - -ENSG00000200151.1 RN7SKP231 chr8 91594965 91595241 + -ENSG00000271202.1 PRR13P7 chr8 91909738 91910167 - -ENSG00000229182.3 MRPS16P1 chr8 91917507 91917918 + -ENSG00000079102.16 RUNX1T1 chr8 91954967 92103286 - -ENSG00000253576.1 GS1-5L10.1 chr8 91975908 91977418 + -ENSG00000233778.3 RP11-777J24.1 chr8 92144088 92144435 - -ENSG00000253118.1 RP11-700E23.3 chr8 92351912 92352148 - -ENSG00000253682.1 RP11-700E23.2 chr8 92403545 92413645 - -ENSG00000253749.1 RP11-700E23.1 chr8 92420850 92421798 - -ENSG00000253371.1 RP11-587H10.1 chr8 92500583 92509816 - -ENSG00000253634.1 RP11-587H10.2 chr8 92565443 92655494 - -ENSG00000221172.1 AC091096.1 chr8 92635335 92635465 + -ENSG00000253177.1 RP11-100L22.1 chr8 92668836 92679594 + -ENSG00000248858.7 FLJ46284 chr8 92699742 92879502 - -ENSG00000254020.1 RP11-100L22.4 chr8 92723024 92725111 - -ENSG00000253577.1 RP11-100L22.3 chr8 92765702 92776451 + -ENSG00000253197.5 CTD-3239E11.2 chr8 92882984 92965645 + -ENSG00000205133.11 TRIQK chr8 92883530 93017673 - -ENSG00000251347.2 IRF5P1 chr8 92972575 92974738 + -ENSG00000277063.1 MIR8084 chr8 93029751 93029839 + -ENSG00000279847.3 C8orf87 chr8 93134095 93166850 - -ENSG00000246662.6 LINC00535 chr8 93213302 93700433 - -ENSG00000253960.1 RP11-388K12.1 chr8 93215925 93234878 - -ENSG00000268080.2 RP11-388K12.3 chr8 93229659 93229916 + -ENSG00000254089.1 RP11-388K12.2 chr8 93259667 93297976 + -ENSG00000222416.1 RNA5SP274 chr8 93441277 93441384 + -ENSG00000253781.1 ZNF317P1 chr8 93646066 93647092 + -ENSG00000188343.12 FAM92A1 chr8 93698561 93731527 + -ENSG00000271971.1 CTD-2006H14.2 chr8 93715378 93716113 - -ENSG00000253854.1 RP11-10N23.2 chr8 93719574 93721167 + -ENSG00000183808.11 RBM12B chr8 93729356 93741017 - -ENSG00000253722.1 RP11-10N23.4 chr8 93733216 93734022 + -ENSG00000279331.1 RBM12B-AS1 chr8 93740121 93740773 + -ENSG00000253848.1 RP11-10N23.5 chr8 93741193 93744534 + -ENSG00000164953.15 TMEM67 chr8 93754844 93819234 + -ENSG00000254057.1 RP3-388N13.3 chr8 93834454 93846743 - -ENSG00000254387.1 MYL12AP1 chr8 93849561 93850075 + -ENSG00000164951.15 PDP1 chr8 93857807 93926066 + -ENSG00000264448.3 RP3-388N13.5 chr8 93915734 93916682 - -ENSG00000276513.1 MIR378D2 chr8 93916022 93916119 - -ENSG00000251234.1 PSMA2P2 chr8 93939364 93942877 - -ENSG00000240509.1 RPL34P18 chr8 93957338 93957691 - -ENSG00000263855.1 AC105081.1 chr8 93973854 93973923 + -ENSG00000275386.1 CTC-788C1.2 chr8 93974671 93974776 - -ENSG00000253585.1 KB-1184D12.1 chr8 94097764 94104322 - -ENSG00000079112.9 CDH17 chr8 94127171 94217303 - -ENSG00000249510.1 KB-1247B1.1 chr8 94201913 94203052 - -ENSG00000164949.7 GEM chr8 94249253 94262350 - -ENSG00000244217.1 RPS4XP10 chr8 94352923 94353653 + -ENSG00000197275.12 RAD54B chr8 94371960 94475109 - -ENSG00000265817.1 FSBP chr8 94378377 94436952 - -ENSG00000280123.1 RP11-267M23.1 chr8 94427712 94429888 - -ENSG00000164944.11 KIAA1429 chr8 94487693 94553529 - -ENSG00000254315.1 RP11-267M23.3 chr8 94533628 94534391 + -ENSG00000253704.1 RP11-267M23.4 chr8 94553722 94569745 + -ENSG00000253175.1 RP11-267M23.6 chr8 94565036 94565715 + -ENSG00000254190.1 RP11-267M23.5 chr8 94590115 94590259 + -ENSG00000254283.1 RP11-267M23.7 chr8 94594411 94594601 + -ENSG00000261437.1 RP11-22C11.2 chr8 94637285 94639467 - -ENSG00000104413.15 ESRP1 chr8 94641074 94707466 + -ENSG00000274701.1 Metazoa_SRP chr8 94655911 94656208 + -ENSG00000241003.1 RP11-22C11.1 chr8 94688228 94688610 + -ENSG00000253429.1 KB-1090H4.2 chr8 94708952 94709244 - -ENSG00000199701.1 Y_RNA chr8 94713715 94713812 - -ENSG00000156162.16 DPY19L4 chr8 94719703 94793836 + -ENSG00000254307.2 KB-1608C10.2 chr8 94791643 94793106 - -ENSG00000164941.13 INTS8 chr8 94813311 94881746 + -ENSG00000175305.16 CCNE2 chr8 94879770 94896678 - -ENSG00000272509.1 RP11-347C18.5 chr8 94884609 94885070 + -ENSG00000243979.2 RP11-347C18.1 chr8 94891239 94892107 + -ENSG00000156170.12 NDUFAF6 chr8 94895767 95116455 + -ENSG00000164938.13 TP53INP1 chr8 94925972 94949411 - -ENSG00000253878.5 RP11-347C18.3 chr8 94950037 94951396 + -ENSG00000253528.2 RP11-347C18.4 chr8 94974573 94974853 - -ENSG00000200525.1 RNU6-1209P chr8 95055214 95055320 + -ENSG00000245080.5 RP11-320N21.1 chr8 95066808 95073182 - -ENSG00000254248.1 RP11-320N21.2 chr8 95071732 95087924 - -ENSG00000275241.1 MIR3150B chr8 95072911 95072996 - -ENSG00000175895.3 PLEKHF2 chr8 95133804 95156684 + -ENSG00000253773.2 C8orf37-AS1 chr8 95204456 95810136 + -ENSG00000253351.1 LINC01298 chr8 95207007 95216374 - -ENSG00000156172.5 C8orf37 chr8 95244919 95269201 - -ENSG00000281115.1 AC024995.1 chr8 95269616 95269738 - -ENSG00000253945.1 RP11-328L11.1 chr8 95403802 95403894 + -ENSG00000253872.1 RP11-90D11.1 chr8 95505406 95527524 + -ENSG00000202112.1 RNU6-690P chr8 95599114 95599219 + -ENSG00000223297.1 AC116154.1 chr8 95678838 95678915 - -ENSG00000254079.1 RP11-31K23.1 chr8 95947781 95948233 - -ENSG00000248762.2 RP11-31K23.2 chr8 95986108 95993103 - -ENSG00000183663.6 RP11-44N17.1 chr8 96068729 96069681 - -ENSG00000271349.1 RP11-44N17.2 chr8 96126967 96127801 - -ENSG00000270131.1 KB-1043D8.8 chr8 96140572 96140944 - -ENSG00000156466.9 GDF6 chr8 96142330 96160792 - -ENSG00000156467.9 UQCRB chr8 96225920 96235634 - -ENSG00000254224.1 KB-1043D8.6 chr8 96235427 96238034 + -ENSG00000156469.8 MTERF3 chr8 96239398 96261610 - -ENSG00000156471.12 PTDSS1 chr8 96261715 96336995 + -ENSG00000199732.1 Y_RNA chr8 96309221 96309322 - -ENSG00000253105.5 KB-1448A5.1 chr8 96371865 96387438 - -ENSG00000202095.1 RNU6-1172P chr8 96431054 96431160 - -ENSG00000169439.11 SDC2 chr8 96493351 96611780 + -ENSG00000104324.15 CPQ chr8 96645227 97149654 + -ENSG00000272249.1 KB-1958F4.2 chr8 97132835 97133379 - -ENSG00000270077.1 KB-1958F4.1 chr8 97144170 97144723 + -ENSG00000260640.1 KB-1000E4.2 chr8 97241742 97242204 - -ENSG00000180543.4 TSPYL5 chr8 97273474 97277964 - -ENSG00000207215.2 U3 chr8 97358265 97358478 + -ENSG00000213750.4 KB-1683C8.1 chr8 97624203 97625079 - -ENSG00000147649.9 MTDH chr8 97644179 97728770 + -ENSG00000202399.1 Y_RNA chr8 97772313 97772425 + -ENSG00000104341.16 LAPTM4B chr8 97775057 97853013 + -ENSG00000270682.1 KB-1907C4.2 chr8 97788210 97788357 - -ENSG00000270861.1 KB-1589B1.4 chr8 97853021 97853253 - -ENSG00000253639.1 SUMO2P18 chr8 97858049 97858947 - -ENSG00000243504.1 RPS23P1 chr8 97865054 97865485 + -ENSG00000132561.13 MATN2 chr8 97868840 98036716 + -ENSG00000156482.10 RPL30 chr8 98024851 98046469 - -ENSG00000245970.2 KB-1208A12.3 chr8 98041726 98044121 + -ENSG00000207067.1 SNORA72 chr8 98042086 98042217 - -ENSG00000252755.1 RNU6-703P chr8 98048856 98048962 + -ENSG00000177459.10 ERICH5 chr8 98064311 98093610 + -ENSG00000132541.10 HRSP12 chr8 98102344 98117241 - -ENSG00000104356.10 POP1 chr8 98117297 98159834 + -ENSG00000104361.9 NIPAL2 chr8 98189833 98294393 - -ENSG00000252558.1 RNU6-914P chr8 98192205 98192313 - -ENSG00000254267.1 KB-1458E12.1 chr8 98371355 98388247 - -ENSG00000278914.1 KB-1517D11.3 chr8 98391401 98391514 - -ENSG00000104375.15 STK3 chr8 98401403 98942827 - -ENSG00000253468.1 KB-1517D11.2 chr8 98412882 98413784 - -ENSG00000156486.7 KCNS2 chr8 98427022 98432848 + -ENSG00000272321.1 KB-1517D11.4 chr8 98436669 98439290 + -ENSG00000207378.1 RNU6-748P chr8 98462944 98463050 - -ENSG00000253911.1 KB-1205A7.2 chr8 98603253 98606340 + -ENSG00000254112.1 KB-1205A7.1 chr8 98633547 98633865 + -ENSG00000240870.2 RPL19P14 chr8 98782055 98782628 + -ENSG00000253415.1 RP11-44N12.4 chr8 98904603 98905671 - -ENSG00000254312.1 MRPL57P7 chr8 98906260 98906517 - -ENSG00000223281.1 RN7SKP85 chr8 98921233 98921550 - -ENSG00000271930.1 RP11-44N12.5 chr8 98943595 98944098 + -ENSG00000164920.9 OSR2 chr8 98944403 98952104 + -ENSG00000229625.3 RP11-44N12.2 chr8 98961428 98968284 + -ENSG00000253948.1 RP11-410L14.2 chr8 98996763 99013044 - -ENSG00000263842.1 AC104986.1 chr8 98999284 98999401 + -ENSG00000253180.1 RP11-410L14.1 chr8 99003407 99003842 - -ENSG00000132549.18 VPS13B chr8 99013266 99877580 + -ENSG00000253562.1 CTD-2340D6.2 chr8 99091738 99094060 - -ENSG00000253532.1 CTD-2340D6.1 chr8 99119352 99120581 + -ENSG00000236583.1 AP004290.1 chr8 99233048 99234459 - -ENSG00000237704.1 AP004289.2 chr8 99340305 99341761 - -ENSG00000225017.1 AP004289.1 chr8 99346052 99348256 - -ENSG00000206699.1 Y_RNA chr8 99527826 99527927 + -ENSG00000207804.1 MIR599 chr8 99536636 99536730 - -ENSG00000216069.1 MIR875 chr8 99536786 99536861 - -ENSG00000243254.3 RN7SL350P chr8 99613783 99614081 - -ENSG00000235683.1 AC018442.1 chr8 99695957 99698017 + -ENSG00000253539.1 RP11-402L5.1 chr8 99796615 99799187 - -ENSG00000253912.1 RP11-402L5.2 chr8 99804159 99804341 - -ENSG00000164919.10 COX6C chr8 99873200 99894062 - -ENSG00000132554.19 RGS22 chr8 99960936 100131268 - -ENSG00000212414.1 SNORD77 chr8 100004583 100004649 + -ENSG00000221753.1 MIR1273A chr8 100023982 100024084 - -ENSG00000156509.13 FBXO43 chr8 100133360 100145800 - -ENSG00000147669.10 POLR2K chr8 100150584 100154002 + -ENSG00000104450.12 SPAG1 chr8 100157906 100259278 + -ENSG00000202310.1 Y_RNA chr8 100158868 100158975 + -ENSG00000253299.1 RP11-316J7.4 chr8 100165226 100165478 - -ENSG00000199667.1 Y_RNA chr8 100185138 100185239 + -ENSG00000034677.11 RNF19A chr8 100257059 100410015 - -ENSG00000253217.1 KB-1991G8.1 chr8 100337595 100350707 + -ENSG00000253824.1 KB-173C10.2 chr8 100381260 100414459 - -ENSG00000265599.1 MIR4471 chr8 100382763 100382845 + -ENSG00000253842.1 KB-173C10.1 chr8 100428834 100430997 - -ENSG00000253666.1 KB-1615E4.2 chr8 100475675 100501148 + -ENSG00000254364.1 KB-1615E4.3 chr8 100492528 100493713 + -ENSG00000186106.11 ANKRD46 chr8 100509752 100559784 - -ENSG00000251013.1 GAPDHP62 chr8 100550724 100551713 - -ENSG00000174226.8 SNX31 chr8 100572882 100663415 - -ENSG00000253740.5 KB-1083B1.1 chr8 100618581 100619993 + -ENSG00000252764.1 RNU6-1092P chr8 100683488 100683574 + -ENSG00000070756.13 PABPC1 chr8 100685816 100722809 - -ENSG00000277719.1 MIR7705 chr8 100702968 100703024 - -ENSG00000264991.1 AP001205.1 chr8 100707878 100707963 - -ENSG00000221527.1 RNU6ATAC41P chr8 100739802 100739927 - -ENSG00000202001.2 Y_RNA chr8 100755099 100755195 - -ENSG00000242399.1 RPS20P23 chr8 100776512 100776865 - -ENSG00000222795.1 RNU4-83P chr8 100831728 100831860 - -ENSG00000212994.5 RPS26P6 chr8 100895771 100896118 + -ENSG00000275041.1 Metazoa_SRP chr8 100897853 100898136 - -ENSG00000260368.1 RP11-521I2.3 chr8 100913247 100914388 - -ENSG00000164924.17 YWHAZ chr8 100916525 100953388 - -ENSG00000242315.3 RN7SL685P chr8 100957883 100958180 + -ENSG00000248599.1 FLJ42969 chr8 101052054 101076251 + -ENSG00000253395.1 KB-1460A1.1 chr8 101122145 101126158 - -ENSG00000253355.1 KB-1460A1.2 chr8 101128987 101133486 + -ENSG00000202360.1 RN7SKP249 chr8 101137959 101138313 + -ENSG00000253737.1 KB-1460A1.3 chr8 101139665 101140929 + -ENSG00000261087.1 KB-1460A1.5 chr8 101166805 101169629 - -ENSG00000120963.11 ZNF706 chr8 101177878 101206193 - -ENSG00000271882.1 KB-1410C5.5 chr8 101208148 101208558 + -ENSG00000253942.1 KB-1410C5.1 chr8 101223941 101224573 - -ENSG00000253679.1 KB-1410C5.2 chr8 101261541 101262903 - -ENSG00000253282.1 KB-1410C5.3 chr8 101287445 101293783 + -ENSG00000239115.1 RNU7-67P chr8 101307367 101307428 + -ENSG00000271560.1 KB-1410C5.4 chr8 101337496 101337649 + -ENSG00000228224.3 NACAP1 chr8 101361794 101372707 + -ENSG00000254063.2 DUXAP2 chr8 101366417 101367005 - -ENSG00000253644.1 KB-1930G5.3 chr8 101387299 101393186 - -ENSG00000239211.3 RN7SL563P chr8 101397636 101397933 - -ENSG00000254084.1 KB-1930G5.4 chr8 101411873 101452452 - -ENSG00000254024.1 KB-1562D12.1 chr8 101461177 101492499 - -ENSG00000083307.10 GRHL2 chr8 101492432 101669726 + -ENSG00000253991.1 KB-1562D12.2 chr8 101528723 101529569 - -ENSG00000253153.1 KB-1562D12.3 chr8 101562008 101562488 - -ENSG00000104490.17 NCALD chr8 101686543 102124907 - -ENSG00000253629.1 KB-1107E3.1 chr8 101686547 101689093 + -ENSG00000238372.1 snoU13 chr8 101847256 101847360 - -ENSG00000266756.1 MIR5680 chr8 102125432 102125515 + -ENSG00000254492.1 KB-1073A2.1 chr8 102154550 102154725 + -ENSG00000048392.11 RRM2B chr8 102204502 102239118 - -ENSG00000246263.2 UBR5-AS1 chr8 102239394 102253333 + -ENSG00000253328.2 SUMO2P19 chr8 102242040 102242619 - -ENSG00000104517.12 UBR5 chr8 102253012 102412841 - -ENSG00000272037.1 KB-431C1.5 chr8 102256392 102257821 + -ENSG00000253923.2 KB-1980E6.2 chr8 102417979 102418953 + -ENSG00000221387.1 RNU6ATAC8P chr8 102421197 102421322 + -ENSG00000271612.1 HSPE1P14 chr8 102451763 102452483 + -ENSG00000240724.2 RPS12P15 chr8 102503753 102504137 + -ENSG00000274329.1 AP002852.1 chr8 102521867 102521977 + -ENSG00000253633.1 KB-1980E6.3 chr8 102528740 102538668 + -ENSG00000252593.1 RNU6-1224P chr8 102533241 102533339 - -ENSG00000155087.3 ODF1 chr8 102551572 102561017 + -ENSG00000253382.3 POU5F1P2 chr8 102621509 102622331 - -ENSG00000155090.14 KLF10 chr8 102648779 102655902 - -ENSG00000250684.4 KB-1042C11.1 chr8 102688317 102688906 - -ENSG00000266799.1 AP003356.1 chr8 102733635 102733719 - -ENSG00000253669.3 KB-1732A1.1 chr8 102805517 102809971 + -ENSG00000155096.13 AZIN1 chr8 102826357 102893864 - -ENSG00000253385.1 KB-1254G8.1 chr8 102854455 102856075 + -ENSG00000253320.5 AZIN1-AS1 chr8 102864300 102977876 + -ENSG00000253263.1 KB-1507C5.3 chr8 102891876 102893608 + -ENSG00000244052.1 RPL5P24 chr8 102923371 102924255 - -ENSG00000201216.1 Y_RNA chr8 102950467 102950564 - -ENSG00000265898.1 AP003354.1 chr8 102960813 102960920 - -ENSG00000254281.1 KB-1507C5.4 chr8 102978785 103000184 + -ENSG00000253663.1 NPM1P52 chr8 103016744 103017589 + -ENSG00000254236.1 KB-1639H6.2 chr8 103020187 103021428 - -ENSG00000155097.11 ATP6V1C1 chr8 103021063 103073051 + -ENSG00000253795.1 MTND1P5 chr8 103085651 103086590 + -ENSG00000253556.1 MTCO1P4 chr8 103088796 103090671 + -ENSG00000253977.1 MTCO2P4 chr8 103091263 103091509 + -ENSG00000265667.1 AP003550.1 chr8 103092624 103092721 - -ENSG00000250929.2 LINC01181 chr8 103121032 103132966 + -ENSG00000236939.2 BAALC-AS2 chr8 103132963 103141475 - -ENSG00000164929.16 BAALC chr8 103140710 103230305 + -ENSG00000265657.1 MIR3151 chr8 103154614 103154689 + -ENSG00000247081.7 BAALC-AS1 chr8 103156990 103298772 - -ENSG00000253851.1 RP11-318M2.3 chr8 103228425 103229314 - -ENSG00000164930.11 FZD6 chr8 103298433 103332866 + -ENSG00000164932.12 CTHRC1 chr8 103371515 103382997 + -ENSG00000266289.1 RP11-1C8.6 chr8 103383078 103383854 - -ENSG00000207399.1 RNU6-1011P chr8 103384961 103385067 + -ENSG00000164933.11 SLC25A32 chr8 103398635 103415189 - -ENSG00000164934.13 DCAF13 chr8 103414714 103443453 + -ENSG00000261670.1 RP11-1C8.5 chr8 103464389 103468985 + -ENSG00000271830.1 RP11-1C8.7 chr8 103481266 103481619 - -ENSG00000253477.5 RP11-1C8.4 chr8 103483398 103501676 - -ENSG00000176406.20 RIMS2 chr8 103500748 104256094 + -ENSG00000255105.1 RP11-5A11.1 chr8 103559099 103559389 - -ENSG00000254644.1 RP11-5A11.2 chr8 103568603 103568978 - -ENSG00000239344.1 RP11-771F20.1 chr8 103768281 103769029 + -ENSG00000147647.12 DPYS chr8 104330324 104467053 - -ENSG00000164935.6 DCSTAMP chr8 104339087 104356689 + -ENSG00000179577.3 KB-1552D7.2 chr8 104419512 104421500 - -ENSG00000222158.1 AP003471.1 chr8 104425359 104425438 + -ENSG00000266734.1 AP003471.2 chr8 104435453 104435546 - -ENSG00000279138.1 KB-1742H10.3 chr8 104478539 104480783 - -ENSG00000208032.1 MIR548A3 chr8 104484369 104484465 - -ENSG00000147650.11 LRP12 chr8 104489231 104589024 - -ENSG00000253454.1 NDUFA5P2 chr8 104566086 104566429 + -ENSG00000169946.13 ZFPM2 chr8 104590733 105804532 + -ENSG00000243939.1 RP11-200A13.1 chr8 104981164 104981579 - -ENSG00000253997.1 RP11-200A13.3 chr8 104990308 104990692 - -ENSG00000240271.1 RP11-200A13.2 chr8 105011107 105011568 + -ENSG00000254041.1 RP11-574O7.1 chr8 105142860 105188606 - -ENSG00000253318.1 TMCC1P1 chr8 105194990 105196969 - -ENSG00000280925.1 AC041039.1 chr8 105271505 105271605 - -ENSG00000243171.1 RP11-273P3.1 chr8 105287830 105288365 - -ENSG00000253420.1 RP11-642D21.2 chr8 105662352 105685765 - -ENSG00000254141.1 RP11-642D21.1 chr8 105669991 105679031 + -ENSG00000243601.1 RPL12P24 chr8 105737280 105737765 - -ENSG00000251003.7 ZFPM2-AS1 chr8 105780246 106060524 - -ENSG00000253526.1 RP11-152P17.3 chr8 105826570 105834038 + -ENSG00000201627.1 Y_RNA chr8 105929126 105929238 - -ENSG00000213708.6 SLC16A14P1 chr8 106215763 106217218 + -ENSG00000254021.1 RP11-778D12.2 chr8 106265435 106268741 - -ENSG00000254615.2 RP11-395G23.3 chr8 106270144 106272899 + -ENSG00000164830.17 OXR1 chr8 106270178 106752694 + -ENSG00000253582.1 RP11-649G15.2 chr8 106520474 106657548 - -ENSG00000253676.1 TAGLN2P1 chr8 106697427 106698013 - -ENSG00000251892.1 RNU7-84P chr8 106729795 106729856 - -ENSG00000174429.3 ABRA chr8 106759483 106770245 - -ENSG00000275905.1 KB-1433G4.1 chr8 106980967 106981571 - -ENSG00000254146.1 HMGB1P46 chr8 107173200 107173809 - -ENSG00000154188.9 ANGPT1 chr8 107249482 107498055 - -ENSG00000211995.1 AP000428.1 chr8 107254407 107254498 - -ENSG00000248838.2 PGAM1P13 chr8 107647279 107648032 + -ENSG00000200806.1 RNA5SP275 chr8 107884494 107884611 + -ENSG00000147655.10 RSPO2 chr8 107899316 108083648 - -ENSG00000253228.1 NRBF2P4 chr8 107983116 107983965 + -ENSG00000230948.1 AP001331.1 chr8 108131100 108132114 - -ENSG00000104408.9 EIF3E chr8 108201216 108435333 - -ENSG00000253754.1 RP11-35G22.1 chr8 108226200 108227544 + -ENSG00000243287.2 RPS17P14 chr8 108378831 108379545 - -ENSG00000104412.7 EMC2 chr8 108443601 108486918 + -ENSG00000253657.1 RP11-25P11.2 chr8 108572643 108573174 + -ENSG00000253949.1 RP11-790J24.1 chr8 108581062 108626767 + -ENSG00000164841.4 TMEM74 chr8 108606850 108787615 - -ENSG00000253580.1 RP11-790J24.2 chr8 108652373 108653315 + -ENSG00000253796.1 RP11-1084E5.1 chr8 108895029 109063417 - -ENSG00000174417.2 TRHR chr8 109086621 109119584 + -ENSG00000120526.10 NUDCD1 chr8 109240919 109334385 - -ENSG00000250267.2 RP11-122A21.2 chr8 109298598 109316513 + -ENSG00000120533.12 ENY2 chr8 109334324 109345953 + -ENSG00000205038.11 PKHD1L1 chr8 109362477 109530330 + -ENSG00000254185.1 RP11-419L20.2 chr8 109470131 109471117 + -ENSG00000147654.14 EBAG9 chr8 109539711 109565996 + -ENSG00000147642.16 SYBU chr8 109573978 109691791 - -ENSG00000248050.1 RP11-422N16.3 chr8 109644115 109648084 + -ENSG00000255099.1 RP11-25D10.2 chr8 109777912 109782288 + -ENSG00000241385.1 RP11-25D10.1 chr8 109899246 109899762 - -ENSG00000164794.8 KCNV1 chr8 109963645 109975847 - -ENSG00000255402.1 RP11-696P8.2 chr8 109973943 109974781 + -ENSG00000240590.1 RP11-403P13.1 chr8 110105076 110105964 - -ENSG00000253956.1 RP11-211F2.1 chr8 110334743 110349607 - -ENSG00000253107.1 CTD-2544L4.1 chr8 110555408 110556518 + -ENSG00000253122.1 RP11-238I10.1 chr8 110609241 110632394 + -ENSG00000253717.1 KB-1299A7.2 chr8 110766863 110772759 + -ENSG00000253994.1 KB-1299A7.1 chr8 110809394 110809894 - -ENSG00000254241.1 RP11-946L20.1 chr8 110933263 110934533 - -ENSG00000273996.1 AC104946.1 chr8 110934669 110934731 - -ENSG00000253877.5 LINC01608 chr8 110937690 111027433 - -ENSG00000253103.1 LINC01609 chr8 111098961 111236203 - -ENSG00000253489.1 RP11-114O8.1 chr8 111179193 111179872 - -ENSG00000254124.1 EEF1A1P37 chr8 111225585 111227049 + -ENSG00000253434.5 RP11-1101K5.1 chr8 111376639 111542973 + -ENSG00000255033.1 SERPINA15P chr8 111380603 111380868 + -ENSG00000253156.1 RP11-58O3.1 chr8 111621458 111621797 - -ENSG00000254262.1 RP11-58O3.2 chr8 111742012 111756826 + -ENSG00000222146.1 RNU4-37P chr8 112148742 112148825 - -ENSG00000164796.17 CSMD3 chr8 112222928 113437099 - -ENSG00000276813.1 AC024996.1 chr8 112475590 112475696 - -ENSG00000230169.1 RPL30P16 chr8 112538889 112539317 + -ENSG00000238399.1 MIR2053 chr8 112643493 112643583 + -ENSG00000275892.1 AC067903.1 chr8 113190050 113190153 - -ENSG00000227514.3 RP11-709P2.1 chr8 113376669 113377227 + -ENSG00000221610.1 AC107890.1 chr8 113407527 113407594 - -ENSG00000253207.3 RP11-67H2.1 chr8 113600310 113616958 + -ENSG00000206719.1 Y_RNA chr8 113950886 113950998 + -ENSG00000254339.5 RP11-267L5.1 chr8 114282067 114295839 + -ENSG00000253499.2 RP11-393K19.1 chr8 114318400 114318911 - -ENSG00000253756.1 CARSP2 chr8 114791653 114791929 - -ENSG00000104447.11 TRPS1 chr8 115408496 115809673 - -ENSG00000227170.1 AF178030.2 chr8 115509602 115511325 + -ENSG00000249917.2 LINC00536 chr8 115950511 116325059 - -ENSG00000199450.1 RNA5SP276 chr8 116022686 116022779 - -ENSG00000221793.1 AC103863.1 chr8 116136773 116136914 + -ENSG00000253672.1 RP11-536K17.1 chr8 116402543 116403757 - -ENSG00000147677.10 EIF3H chr8 116642130 116766925 - -ENSG00000147679.11 UTP23 chr8 116766503 116849463 + -ENSG00000164754.12 RAD21 chr8 116845935 116874866 - -ENSG00000281527.1 AC087350.1 chr8 116849884 116851073 + -ENSG00000253327.2 RAD21-AS1 chr8 116874424 116876868 + -ENSG00000264875.1 MIR3610 chr8 116874728 116874800 - -ENSG00000205002.3 AARD chr8 116938199 116944487 + -ENSG00000164756.12 SLC30A8 chr8 116950273 117176714 + -ENSG00000244033.3 RN7SL228P chr8 117017946 117018248 + -ENSG00000253271.2 RP11-1059L18.1 chr8 117055818 117056145 + -ENSG00000253622.1 RP11-654G14.1 chr8 117128455 117130299 + -ENSG00000240151.3 RN7SL826P chr8 117163968 117164255 + -ENSG00000281002.1 AC084114.1 chr8 117164179 117164255 + -ENSG00000252852.1 SNORA31 chr8 117313528 117313661 + -ENSG00000164758.7 MED30 chr8 117520713 117540262 + -ENSG00000239917.3 RPS10P16 chr8 117523271 117524061 - -ENSG00000182197.10 EXT1 chr8 117794490 118111853 - -ENSG00000279535.1 AC113188.2 chr8 118189455 118189970 - -ENSG00000177570.13 SAMD12 chr8 118189459 118621995 - -ENSG00000225885.6 AC023590.1 chr8 118282139 118400605 + -ENSG00000281641.2 SAMD12-AS1 chr8 118621001 118858218 + -ENSG00000242206.2 RPS26P35 chr8 118761856 118762201 - -ENSG00000164761.8 TNFRSF11B chr8 118923557 118952200 - -ENSG00000207334.1 RNU6-12P chr8 118976513 118976619 + -ENSG00000254247.1 RP11-278I4.1 chr8 118982579 118982875 - -ENSG00000184374.2 COLEC10 chr8 118995452 119106582 + -ENSG00000254278.1 RP11-278I4.2 chr8 119062942 119068782 - -ENSG00000147676.13 MAL2 chr8 119165034 119245673 + -ENSG00000253972.5 RP11-4K16.2 chr8 119215111 119246848 - -ENSG00000276479.1 MIR548AZ chr8 119325171 119325265 + -ENSG00000206776.1 SNORA32 chr8 119388348 119388469 + -ENSG00000136999.4 NOV chr8 119416306 119424353 + -ENSG00000253398.1 RP11-775B15.2 chr8 119419910 119462350 - -ENSG00000254037.2 RP11-775B15.3 chr8 119480279 119480775 - -ENSG00000136960.12 ENPP2 chr8 119557086 119673453 - -ENSG00000253495.1 CYCSP23 chr8 119618162 119618474 - -ENSG00000201896.1 RN7SKP153 chr8 119711830 119712145 - -ENSG00000064313.11 TAF2 chr8 119730775 119832863 - -ENSG00000136982.5 DSCC1 chr8 119833976 119856010 - -ENSG00000279347.1 RP11-85I17.2 chr8 119838736 119840385 - -ENSG00000244642.3 RN7SL396P chr8 119862662 119862956 + -ENSG00000245330.4 KB-1471A8.1 chr8 119867419 119874488 - -ENSG00000155792.9 DEPTOR chr8 119873717 120050913 + -ENSG00000202356.1 RNA5SP277 chr8 119891132 119891229 - -ENSG00000254343.2 RP11-760H22.2 chr8 120052180 120056201 + -ENSG00000187955.11 COL14A1 chr8 120059780 120372036 + -ENSG00000172172.7 MRPL13 chr8 120380761 120445402 - -ENSG00000172167.7 MTBP chr8 120445400 120542133 + -ENSG00000172164.13 SNTB1 chr8 120535745 120813273 - -ENSG00000250290.1 CTC-820M8.1 chr8 120635558 120638204 - -ENSG00000248318.1 RP11-713M15.1 chr8 120761253 120776832 + -ENSG00000272502.1 RP11-713M15.2 chr8 120812219 120813359 + -ENSG00000253619.1 RP11-369K17.1 chr8 120913065 121119754 + -ENSG00000271219.1 RP11-369K17.2 chr8 121113358 121113919 - -ENSG00000221644.1 AC027238.1 chr8 121186758 121186892 - -ENSG00000239872.1 RPL35AP19 chr8 121380137 121380465 - -ENSG00000263525.1 AC022909.1 chr8 121542897 121542995 - -ENSG00000170961.6 HAS2 chr8 121612116 121641390 - -ENSG00000248690.6 HAS2-AS1 chr8 121639293 121644693 + -ENSG00000254209.1 RP11-3G20.1 chr8 121671773 121684562 - -ENSG00000248478.2 RP11-3G20.2 chr8 121679126 121707631 + -ENSG00000254018.1 RP11-785H20.1 chr8 121884724 121904273 + -ENSG00000254303.1 RP11-398G24.2 chr8 121954640 122127184 - -ENSG00000253814.1 MRPS36P3 chr8 122091480 122091609 + -ENSG00000255364.1 RP11-94A24.1 chr8 122414332 122428551 - -ENSG00000255325.2 RP11-96B2.1 chr8 122485515 122489815 - -ENSG00000253819.1 LINC01151 chr8 122670385 122694106 - -ENSG00000238901.1 snoU13 chr8 122671291 122671394 + -ENSG00000263443.1 RP11-973F15.2 chr8 122700269 122703423 - -ENSG00000235165.2 CDK5PS chr8 122769274 122770150 + -ENSG00000272384.1 RP11-44N11.2 chr8 122779971 122780830 - -ENSG00000272043.1 RP11-44N11.3 chr8 122780760 122781071 + -ENSG00000178764.7 ZHX2 chr8 122781394 122974512 + -ENSG00000253372.5 RP11-44N11.1 chr8 122807746 122816517 + -ENSG00000221542.1 AC016405.1 chr8 122846691 122846779 - -ENSG00000259631.1 RP11-557C18.4 chr8 122977026 122985629 - -ENSG00000253607.1 RP11-557C18.3 chr8 123002560 123030751 + -ENSG00000136986.9 DERL1 chr8 123013164 123042423 - -ENSG00000156787.16 TBC1D31 chr8 123041968 123152153 + -ENSG00000280598.1 Y_RNA chr8 123044717 123044812 + -ENSG00000253463.1 HMGB1P19 chr8 123123106 123123682 + -ENSG00000147689.16 FAM83A chr8 123178960 123210079 + -ENSG00000221461.2 U3 chr8 123180310 123180525 - -ENSG00000253258.1 RP11-539E17.5 chr8 123181638 123182788 - -ENSG00000253410.1 RP11-539E17.3 chr8 123192875 123192932 + -ENSG00000204949.8 FAM83A-AS1 chr8 123201172 123202743 - -ENSG00000266324.1 MIR4663 chr8 123215788 123215863 - -ENSG00000189376.11 C8orf76 chr8 123219957 123241398 - -ENSG00000259305.5 ZHX1-C8orf76 chr8 123226189 123274487 - -ENSG00000243498.2 UBA52P5 chr8 123236852 123237062 + -ENSG00000165156.14 ZHX1 chr8 123248451 123275541 - -ENSG00000222607.1 RNU6-628P chr8 123262843 123262949 + -ENSG00000253336.1 RP11-468O2.1 chr8 123288355 123290503 + -ENSG00000156802.12 ATAD2 chr8 123319850 123416350 - -ENSG00000252297.1 RNU6-875P chr8 123342414 123342519 + -ENSG00000207704.2 MIR548D1 chr8 123348034 123348130 + -ENSG00000254388.1 DUTP2 chr8 123352181 123352643 + -ENSG00000254294.1 IMPDH1P6 chr8 123400582 123402095 + -ENSG00000156795.6 WDYHV1 chr8 123416725 123467230 + -ENSG00000278374.1 U4 chr8 123454981 123455107 - -ENSG00000156804.7 FBXO32 chr8 123497889 123541206 - -ENSG00000254113.1 RP11-174I12.2 chr8 123563070 123568762 - -ENSG00000251840.1 RN7SKP155 chr8 123588759 123589046 + -ENSG00000253286.5 CTD-2552K11.2 chr8 123614225 123658570 + -ENSG00000175946.8 KLHL38 chr8 123645527 123652950 - -ENSG00000104537.16 ANXA13 chr8 123680794 123737407 - -ENSG00000176853.15 FAM91A1 chr8 123768456 123815452 + -ENSG00000214814.6 FER1L6 chr8 123851987 124120061 + -ENSG00000254000.1 RP11-245A18.1 chr8 123924759 123925933 - -ENSG00000181171.5 FER1L6-AS1 chr8 123984138 124040782 - -ENSG00000254249.1 RP11-959I15.4 chr8 124036010 124040468 - -ENSG00000253868.3 FER1L6-AS2 chr8 124046073 124171522 - -ENSG00000250727.1 RP11-959I15.1 chr8 124141888 124143512 + -ENSG00000253885.1 ARF1P3 chr8 124151923 124152433 + -ENSG00000214803.3 RP11-37N22.1 chr8 124192671 124247398 - -ENSG00000206724.1 RNU6-756P chr8 124260646 124260752 + -ENSG00000253227.1 RP11-383J24.1 chr8 124271683 124277584 + -ENSG00000237586.3 RP11-383J24.2 chr8 124301315 124301804 + -ENSG00000164983.7 TMEM65 chr8 124306189 124372692 - -ENSG00000183665.5 TRMT12 chr8 124450820 124462150 + -ENSG00000245149.3 RNF139-AS1 chr8 124462485 124474576 - -ENSG00000170881.4 RNF139 chr8 124474738 124487914 + -ENSG00000147687.16 TATDN1 chr8 124488485 124539458 - -ENSG00000253106.1 RP11-158K1.3 chr8 124488510 124491643 + -ENSG00000147684.7 NDUFB9 chr8 124539103 124568510 + -ENSG00000170873.18 MTSS1 chr8 124550790 124728429 - -ENSG00000272486.1 RP11-532M24.1 chr8 124579631 124580648 + -ENSG00000255491.1 RP11-1082L8.4 chr8 124811618 124815682 - -ENSG00000263735.1 MIR4662B chr8 124821978 124822058 - -ENSG00000255080.1 RP11-1082L8.3 chr8 124834884 124857516 - -ENSG00000281439.1 Metazoa_SRP chr8 124838058 124838331 + -ENSG00000249816.6 LINC00964 chr8 124848737 124954328 + -ENSG00000250428.1 RP11-1082L8.1 chr8 124920428 124922076 + -ENSG00000255313.1 RP11-1082L8.2 chr8 124936524 124943765 - -ENSG00000180938.5 ZNF572 chr8 124973298 124979389 + -ENSG00000253513.1 RP11-6D1.3 chr8 124996985 124998198 - -ENSG00000104549.11 SQLE chr8 124998497 125022283 + -ENSG00000164961.15 KIAA0196 chr8 125024260 125091840 - -ENSG00000253167.1 KIAA0196-AS1 chr8 125040684 125044989 + -ENSG00000156831.7 NSMCE2 chr8 125091679 125367120 + -ENSG00000242170.3 RN7SL329P chr8 125270604 125270902 + -ENSG00000254431.1 RP11-550A5.2 chr8 125348196 125351416 - -ENSG00000173334.3 TRIB1 chr8 125430321 125438405 + -ENSG00000253111.1 RP11-136O12.2 chr8 125466939 125541373 + -ENSG00000277329.1 AC091114.1 chr8 125524878 125524964 + -ENSG00000253470.1 RP11-697B24.1 chr8 125749055 125750241 - -ENSG00000206695.1 RNU6-442P chr8 125900951 125901054 + -ENSG00000245164.6 LINC00861 chr8 125922308 125951249 - -ENSG00000253651.1 SOD1P3 chr8 125951861 125952314 - -ENSG00000254227.1 RP11-622O11.4 chr8 125998994 126001001 - -ENSG00000250563.1 KNOP1P5 chr8 126072587 126074231 + -ENSG00000253841.1 RP11-622O11.5 chr8 126073046 126073532 - -ENSG00000221706.1 AC090573.1 chr8 126141676 126141759 - -ENSG00000248720.1 RFPL4AP5 chr8 126174186 126175014 - -ENSG00000244791.2 RP11-65D17.1 chr8 126325495 126329535 + -ENSG00000253427.1 RP11-103H7.1 chr8 126474189 126492596 + -ENSG00000253220.1 RP11-103H7.2 chr8 126498149 126500303 + -ENSG00000207138.1 RNU6-869P chr8 126504763 126504869 + -ENSG00000253530.1 RP11-103H7.3 chr8 126518698 126522351 + -ENSG00000168672.3 FAM84B chr8 126552442 126558393 - -ENSG00000254010.1 RP11-103H7.5 chr8 126556896 126557433 + -ENSG00000254286.5 RP11-89K10.1 chr8 126557875 126713415 + -ENSG00000253543.1 RP11-89K10.2 chr8 126582631 126583006 - -ENSG00000212451.1 RNU11-4P chr8 126671522 126671654 + -ENSG00000253573.1 RP11-351C8.1 chr8 126766876 126790637 - -ENSG00000253438.2 PCAT1 chr8 126847055 127021014 + -ENSG00000253264.1 PCAT2 chr8 127072694 127082221 - -ENSG00000224722.3 RP11-255B23.1 chr8 127086263 127087510 - -ENSG00000254166.1 CASC19 chr8 127185635 127203222 - -ENSG00000247844.1 CCAT1 chr8 127207866 127219088 - -ENSG00000246228.6 CASC8 chr8 127289817 127482139 - -ENSG00000271509.1 RP11-382A18.3 chr8 127292233 127292440 + -ENSG00000253929.1 CASC21 chr8 127339274 127392631 + -ENSG00000280997.1 CCAT2 chr8 127400399 127402150 + -ENSG00000212993.4 POU5F1B chr8 127414290 127420069 + -ENSG00000279524.1 AC108925.1 chr8 127630283 127630657 - -ENSG00000249375.7 CASC11 chr8 127686343 127733967 - -ENSG00000136997.14 MYC chr8 127735434 127741434 + -ENSG00000249859.7 PVT1 chr8 127794533 128101253 + -ENSG00000276443.1 PVT1_1 chr8 127794541 127794734 + -ENSG00000275264.1 MIR1204 chr8 127795962 127796028 + -ENSG00000278324.1 PVT1_3 chr8 127890626 127890720 + -ENSG00000280055.1 TMEM75 chr8 127946559 127948723 - -ENSG00000221771.1 MIR1205 chr8 127960633 127960695 + -ENSG00000207110.1 RNU1-106P chr8 127999131 127999294 + -ENSG00000278275.1 RP11-55J15.2 chr8 128010188 128010428 - -ENSG00000222501.1 RNU4-25P chr8 128010382 128010611 - -ENSG00000221176.1 MIR1207 chr8 128049152 128049238 + -ENSG00000280151.1 FKSG59 chr8 128118011 128118385 + -ENSG00000221261.1 MIR1208 chr8 128150116 128150188 + -ENSG00000201782.1 RN7SKP226 chr8 128220504 128220803 + -ENSG00000254275.6 LINC00824 chr8 128405269 128564679 - -ENSG00000221351.1 AC068570.1 chr8 128819794 128819878 + -ENSG00000281657.2 LINC00976 chr8 128904773 128966001 - -ENSG00000250400.3 LINC00977 chr8 129216467 129241250 - -ENSG00000253225.1 RP11-1057N3.2 chr8 129250967 129251138 + -ENSG00000222755.1 RN7SKP206 chr8 129290983 129291275 + -ENSG00000229140.8 CCDC26 chr8 129351691 129680239 - -ENSG00000253926.1 RP11-26E5.1 chr8 129415949 129445852 + -ENSG00000263763.1 MIR3686 chr8 129484057 129484142 - -ENSG00000254223.1 RP11-419K12.1 chr8 129679135 129683679 - -ENSG00000224110.3 MTRF1LP2 chr8 129728744 129730445 + -ENSG00000147697.8 GSDMC chr8 129748196 129786888 - -ENSG00000254317.1 RP11-473O4.5 chr8 129832301 129844504 + -ENSG00000153310.18 FAM49B chr8 129839593 130017129 - -ENSG00000243402.1 RP11-473O4.1 chr8 129864478 129865052 + -ENSG00000200075.1 SNORA25 chr8 129868590 129868716 - -ENSG00000254263.1 RP11-473O4.4 chr8 129890465 129901758 + -ENSG00000253720.1 RP11-473O4.3 chr8 129939856 129949394 + -ENSG00000253043.1 RNU7-181P chr8 130004528 130004601 - -ENSG00000264653.1 MIR5194 chr8 130008334 130008453 - -ENSG00000153317.14 ASAP1 chr8 130052104 130443660 - -ENSG00000200304.1 RNU6-1255P chr8 130069541 130069652 - -ENSG00000280543.1 ASAP1-IT2 chr8 130082738 130084768 - -ENSG00000212342.1 SNORA12 chr8 130162972 130163127 + -ENSG00000253656.1 KB-1568E2.1 chr8 130595299 130655712 - -ENSG00000155897.9 ADCY8 chr8 130780301 131042426 - -ENSG00000253259.1 RP11-737F9.2 chr8 130892070 130892785 - -ENSG00000253992.1 RP11-737F9.1 chr8 130935409 130949665 + -ENSG00000253407.1 RP11-381I15.1 chr8 131130388 131144881 - -ENSG00000253507.5 CTD-2501M5.1 chr8 131308545 131317632 + -ENSG00000252158.1 SNORA72 chr8 131432776 131432869 - -ENSG00000254255.1 CTD-2008O4.1 chr8 131712512 131712980 + -ENSG00000132294.13 EFR3A chr8 131904088 132013642 + -ENSG00000253117.4 OC90 chr8 132024220 132059380 - -ENSG00000258417.3 RP11-240B13.2 chr8 132024238 132085655 - -ENSG00000132297.11 HHLA1 chr8 132061486 132111159 - -ENSG00000184156.15 KCNQ3 chr8 132120859 132480953 - -ENSG00000253521.1 HPYR1 chr8 132560498 132561479 - -ENSG00000129295.8 LRRC6 chr8 132571953 132675617 - -ENSG00000222570.1 AF216667.1 chr8 132680900 132681002 - -ENSG00000165071.14 TMEM71 chr8 132685007 132760712 - -ENSG00000129292.20 PHF20L1 chr8 132775358 132848807 + -ENSG00000270137.1 CTC-137K3.1 chr8 132826179 132826903 + -ENSG00000223697.3 AF230666.2 chr8 132838117 132844298 - -ENSG00000042832.11 TG chr8 132866958 133134903 + -ENSG00000240237.1 CTD-2182N23.1 chr8 133002605 133003075 - -ENSG00000155926.13 SLA chr8 133036724 133103054 - -ENSG00000276961.1 MIR7848 chr8 133046481 133046581 - -ENSG00000104415.13 WISP1 chr8 133191039 133230344 + -ENSG00000270132.1 WISP1-OT1 chr8 133229056 133229697 + -ENSG00000104419.14 NDRG1 chr8 133237171 133302022 - -ENSG00000243537.1 CTC-458A3.1 chr8 133325997 133326404 + -ENSG00000253638.1 CTC-369M3.1 chr8 133392211 133392690 - -ENSG00000225259.4 ST13P6 chr8 133408006 133409107 + -ENSG00000008513.14 ST3GAL1 chr8 133454848 133571940 - -ENSG00000261220.2 RP11-629O1.2 chr8 133573183 133573861 + -ENSG00000212273.1 SNORA40 chr8 133644598 133644725 - -ENSG00000276193.1 Metazoa_SRP chr8 133668420 133668701 - -ENSG00000253970.1 MTND2P7 chr8 133754811 133755450 + -ENSG00000253916.1 CTD-2309H9.2 chr8 133755845 133756646 + -ENSG00000253561.1 CTD-2588J1.1 chr8 133771409 133814537 + -ENSG00000253165.1 CTD-2309H9.3 chr8 133775551 133777352 - -ENSG00000254313.1 CTD-2309H9.4 chr8 133786093 133786268 - -ENSG00000253593.2 RP11-157E21.1 chr8 133886496 133902407 + -ENSG00000277576.1 RP11-157E21.3 chr8 133946677 133947335 + -ENSG00000271240.1 RP11-157E21.2 chr8 133962992 133963259 - -ENSG00000253627.1 RP11-513H8.1 chr8 134211865 134320447 - -ENSG00000066827.15 ZFAT chr8 134477788 134713049 - -ENSG00000276140.1 ZFAT-AS1_1 chr8 134598071 134598149 + -ENSG00000248492.1 ZFAT-AS1 chr8 134598071 134600689 + -ENSG00000277732.1 ZFAT-AS1_2 chr8 134598318 134598518 + -ENSG00000278454.1 ZFAT-AS1_3 chr8 134600257 134600336 + -ENSG00000271048.1 CTD-2342N23.2 chr8 134673131 134673512 + -ENSG00000272456.1 CTD-2342N23.3 chr8 134722947 134723949 + -ENSG00000278898.1 CTD-2342N23.1 chr8 134764809 134767276 + -ENSG00000279518.1 AC083843.4 chr8 134783694 134785879 - -ENSG00000259820.1 AC083843.1 chr8 134792020 134798272 - -ENSG00000207582.1 MIR30B chr8 134800520 134800607 - -ENSG00000199153.1 MIR30D chr8 134804876 134804945 - -ENSG00000254028.1 AC083843.2 chr8 134832747 134834482 + -ENSG00000253433.1 NCRNA00250 chr8 134838069 134842637 + -ENSG00000251218.1 RP11-1057B8.2 chr8 134849935 134881899 + -ENSG00000244413.1 RPL23AP56 chr8 134978827 134979279 - -ENSG00000254083.5 LINC01591 chr8 135234131 135299719 + -ENSG00000265266.1 AC022681.1 chr8 135239790 135239859 + -ENSG00000254372.1 RP11-343P9.1 chr8 135455865 135456952 - -ENSG00000131773.13 KHDRBS3 chr8 135457457 135656722 + -ENSG00000253915.1 MAPRE1P1 chr8 135625185 135625981 - -ENSG00000199652.2 RNU1-35P chr8 135742343 135742495 - -ENSG00000253248.5 RP11-149P24.1 chr8 136047021 136166122 + -ENSG00000253839.1 RP11-431D12.1 chr8 136489448 136529876 + -ENSG00000254101.5 RP11-30J20.1 chr8 136530798 136984935 + -ENSG00000206678.1 RNU6-144P chr8 137105352 137105458 + -ENSG00000274572.1 ZYXP1 chr8 137424904 137425021 - -ENSG00000254076.1 CTD-3145H4.1 chr8 137696724 137698467 + -ENSG00000253288.1 RP11-238K6.1 chr8 137809444 138083570 - -ENSG00000254361.1 RP11-238K6.2 chr8 137852327 137929044 + -ENSG00000253988.1 RP11-489O18.1 chr8 138063268 138073240 + -ENSG00000147724.11 FAM135B chr8 138130023 138496822 - -ENSG00000169436.16 COL22A1 chr8 138588235 138914006 - -ENSG00000276933.1 MIR7641-1 chr8 138803386 138803446 - -ENSG00000253432.1 RP11-324F11.1 chr8 139096305 139102830 - -ENSG00000251744.1 SNORA25 chr8 139108430 139108534 + -ENSG00000253783.1 CTD-2534J5.1 chr8 139114193 139127953 - -ENSG00000254258.1 RP11-398H6.1 chr8 139460062 139463016 - -ENSG00000275078.1 RP11-656A10.1 chr8 139508701 139508971 - -ENSG00000169427.6 KCNK9 chr8 139600838 139703056 - -ENSG00000167632.14 TRAPPC9 chr8 139730343 140458579 - -ENSG00000253574.5 RP11-284H18.1 chr8 139911238 139916620 + -ENSG00000250733.5 C8orf17 chr8 139931172 139933946 + -ENSG00000274064.1 RP11-570L14.1 chr8 140039756 140041037 + -ENSG00000282164.1 RP11-570L14.2 chr8 140094894 140099137 - -ENSG00000259891.1 CTA-204B4.2 chr8 140505813 140508043 - -ENSG00000104472.9 CHRAC1 chr8 140511298 140517137 + -ENSG00000123908.11 AGO2 chr8 140520156 140635619 - -ENSG00000279766.1 RP11-642A1.2 chr8 140572142 140572812 - -ENSG00000280326.1 RP11-642A1.1 chr8 140591684 140593201 + -ENSG00000280303.2 ERICD chr8 140636281 140638283 + -ENSG00000169398.19 PTK2 chr8 140657900 141002216 - -ENSG00000254324.2 MIR151A chr8 140732565 140732676 - -ENSG00000279786.1 CTD-2014D20.1 chr8 140820599 140822414 - -ENSG00000281855.1 AC105009.1 chr8 140880336 140883127 + -ENSG00000252864.1 RNA5SP278 chr8 140940562 140940663 + -ENSG00000253266.1 RP11-128L5.1 chr8 141055290 141060596 + -ENSG00000105339.10 DENND3 chr8 141117278 141195808 + -ENSG00000253210.1 RP11-809O17.1 chr8 141126044 141129961 - -ENSG00000022567.9 SLC45A4 chr8 141207166 141308305 - -ENSG00000280035.1 RP11-10J21.2 chr8 141224288 141226947 - -ENSG00000253307.1 RP11-10J21.4 chr8 141252286 141253292 - -ENSG00000254019.1 RP11-10J21.3 chr8 141254565 141256817 + -ENSG00000254197.1 RP11-10J21.5 chr8 141278228 141292862 + -ENSG00000254291.1 RP11-10J21.6 chr8 141326130 141327137 + -ENSG00000253595.5 LINC01300 chr8 141340549 141344621 + -ENSG00000261655.1 CTD-3064M3.3 chr8 141353403 141355365 - -ENSG00000204882.3 GPR20 chr8 141356500 141367267 - -ENSG00000244998.1 CTD-3064M3.4 chr8 141389939 141392574 - -ENSG00000184489.11 PTP4A3 chr8 141391993 141432454 + -ENSG00000226807.6 MROH5 chr8 141433829 141507230 - -ENSG00000271959.1 CTD-3064M3.7 chr8 141434545 141437954 + -ENSG00000238854.1 SNORD5 chr8 141447475 141447549 + -ENSG00000253605.1 HNRNPA1P38 chr8 141459075 141460031 + -ENSG00000226490.1 AC138647.1 chr8 141514638 141518737 + -ENSG00000221123.1 AC104417.1 chr8 141945499 141945625 + -ENSG00000254183.1 RP11-953B20.2 chr8 141968091 141968841 - -ENSG00000261710.1 RP11-953B20.1 chr8 142089827 142091619 + -ENSG00000265247.1 MIR4472-1 chr8 142176339 142176418 + -ENSG00000254008.1 LINC00051 chr8 142198356 142209003 + -ENSG00000171045.14 TSNARE1 chr8 142212080 142403240 - -ENSG00000253602.2 RN7SL260P chr8 142247585 142247866 - -ENSG00000261693.1 RP13-467H17.1 chr8 142403652 142407028 + -ENSG00000181790.10 ADGRB1 chr8 142449430 142545009 + -ENSG00000232722.1 MROH4P chr8 142567260 142572005 - -ENSG00000198576.3 ARC chr8 142611044 142614472 - -ENSG00000261044.1 AP006547.3 chr8 142620373 142621064 + -ENSG00000277332.1 AC145123.2 chr8 142638596 142640648 + -ENSG00000234616.8 JRK chr8 142657460 142681968 - -ENSG00000167653.4 PSCA chr8 142670308 142682724 + -ENSG00000160886.13 LY6K chr8 142700111 142705127 + -ENSG00000253741.1 CTD-2292P10.4 chr8 142702252 142726973 - -ENSG00000130193.7 THEM6 chr8 142727203 142736927 + -ENSG00000253806.1 CTD-2292P10.2 chr8 142727283 142727690 - -ENSG00000126233.1 SLURP1 chr8 142740944 142742411 - -ENSG00000197353.3 LYPD2 chr8 142750150 142752534 - -ENSG00000253196.1 RP11-706C16.7 chr8 142763116 142766427 + -ENSG00000180155.18 LYNX1 chr8 142764334 142778224 - -ENSG00000167656.4 LY6D chr8 142784880 142786592 - -ENSG00000253715.1 RP11-706C16.8 chr8 142785374 142812120 + -ENSG00000253728.5 RP11-706C16.5 chr8 142834138 142834940 - -ENSG00000104499.6 GML chr8 142834247 142916506 + -ENSG00000253421.1 ZNHIT1P1 chr8 142858354 142858797 + -ENSG00000160882.11 CYP11B1 chr8 142872356 142879846 - -ENSG00000179142.2 CYP11B2 chr8 142910559 142917843 - -ENSG00000247317.3 RP11-273G15.2 chr8 142981738 143018437 - -ENSG00000253971.1 CDC42P3 chr8 142995850 142996482 + -ENSG00000160932.10 LY6E chr8 143017982 143023832 + -ENSG00000177335.10 C8orf31 chr8 143039209 143059942 + -ENSG00000250115.2 AK3P2 chr8 143057060 143057816 - -ENSG00000243328.1 RP11-520P18.1 chr8 143065915 143066587 - -ENSG00000261667.1 RP11-520P18.5 chr8 143080457 143083001 + -ENSG00000176956.12 LY6H chr8 143157914 143160711 - -ENSG00000277494.1 GPIHBP1 chr8 143213193 143217170 + -ENSG00000181638.17 ZFP41 chr8 143246821 143262705 + -ENSG00000264668.1 RP13-582O9.6 chr8 143247110 143276403 + -ENSG00000250571.6 GLI4 chr8 143267433 143276931 + -ENSG00000253716.5 LINC01604 chr8 143280161 143281690 - -ENSG00000185730.7 ZNF696 chr8 143289676 143298061 + -ENSG00000272172.1 RP13-582O9.7 chr8 143290399 143290621 - -ENSG00000184428.12 TOP1MT chr8 143304384 143359979 - -ENSG00000263660.1 AC087793.1 chr8 143314921 143315006 + -ENSG00000212221.1 RNU6-220P chr8 143350172 143350278 + -ENSG00000254389.3 RHPN1-AS1 chr8 143366631 143368548 - -ENSG00000158106.12 RHPN1 chr8 143368855 143384220 + -ENSG00000253931.1 RP11-909N17.2 chr8 143412749 143417054 + -ENSG00000254338.1 MAFA-AS1 chr8 143417679 143419150 + -ENSG00000182759.3 MAFA chr8 143419182 143430406 - -ENSG00000014164.6 ZC3H3 chr8 143437655 143541453 - -ENSG00000254859.1 RP11-661A12.5 chr8 143541973 143549729 - -ENSG00000275558.1 RN7SKP175 chr8 143542110 143542398 + -ENSG00000254144.3 RP11-661A12.4 chr8 143542110 143542400 + -ENSG00000104518.10 GSDMD chr8 143553207 143563062 + -ENSG00000204839.8 MROH6 chr8 143566187 143572971 - -ENSG00000255050.1 RP11-661A12.9 chr8 143573490 143577397 + -ENSG00000147813.15 NAPRT chr8 143574785 143578649 - -ENSG00000279605.1 RP11-661A12.8 chr8 143578358 143583304 + -ENSG00000254741.1 RP11-661A12.7 chr8 143579636 143580670 + -ENSG00000104529.17 EEF1D chr8 143579697 143599541 - -ENSG00000179886.5 TIGD5 chr8 143597835 143603224 + -ENSG00000104524.13 PYCRL chr8 143603913 143609773 - -ENSG00000104522.15 TSTA3 chr8 143612618 143618048 - -ENSG00000254812.1 RP11-661A12.12 chr8 143632071 143633756 - -ENSG00000183309.11 ZNF623 chr8 143636013 143656418 + -ENSG00000181135.15 ZNF707 chr8 143684452 143713898 + -ENSG00000181097.5 RP11-429J17.2 chr8 143696154 143698413 + -ENSG00000255181.3 CCDC166 chr8 143706694 143708109 - -ENSG00000254574.1 RP11-429J17.4 chr8 143709007 143713584 - -ENSG00000181085.14 MAPK15 chr8 143716259 143722458 + -ENSG00000254548.1 RP11-429J17.5 chr8 143718246 143718891 - -ENSG00000180921.6 FAM83H chr8 143723933 143733801 - -ENSG00000265660.1 MIR4664 chr8 143733083 143733153 - -ENSG00000203499.10 FAM83H-AS1 chr8 143734140 143746337 + -ENSG00000254973.1 RP11-429J17.7 chr8 143758153 143771822 - -ENSG00000214733.8 RP11-429J17.8 chr8 143788920 143790459 + -ENSG00000180900.16 SCRIB chr8 143790920 143815379 - -ENSG00000216090.1 MIR937 chr8 143812957 143813042 - -ENSG00000179950.13 PUF60 chr8 143816344 143829859 - -ENSG00000255343.1 RP11-299M14.2 chr8 143833270 143834063 - -ENSG00000185189.15 NRBP2 chr8 143833594 143840974 - -ENSG00000274094.1 MIR6845 chr8 143837756 143837816 - -ENSG00000264144.1 AC234917.1 chr8 143844068 143844153 + -ENSG00000261150.2 EPPK1 chr8 143857324 143878464 - -ENSG00000178209.14 PLEC chr8 143915147 143976734 - -ENSG00000207574.1 MIR661 chr8 143945191 143945279 - -ENSG00000178685.13 PARP10 chr8 143977153 144012772 - -ENSG00000178719.16 GRINA chr8 143990058 143993415 + -ENSG00000186583.11 SPATC1 chr8 144012414 144047085 + -ENSG00000204791.8 CTD-3065J16.6 chr8 144049129 144051522 + -ENSG00000178814.15 OPLAH chr8 144051266 144063832 - -ENSG00000277888.1 MIR6846 chr8 144057321 144057380 - -ENSG00000255224.1 CTD-3065J16.9 chr8 144078002 144079265 - -ENSG00000178896.6 EXOSC4 chr8 144078626 144080647 + -ENSG00000276472.1 MIR6847 chr8 144079874 144079942 + -ENSG00000197858.10 GPAA1 chr8 144082590 144086216 + -ENSG00000179091.4 CYC1 chr8 144095027 144097525 + -ENSG00000179526.16 SHARPIN chr8 144098633 144108124 - -ENSG00000179632.9 MAF1 chr8 144104499 144107611 + -ENSG00000179698.13 KIAA1875 chr8 144107726 144118315 + -ENSG00000235173.6 HGH1 chr8 144137769 144140843 + -ENSG00000227473.1 TSSK5P chr8 144141214 144143664 - -ENSG00000179832.17 MROH1 chr8 144148016 144261940 + -ENSG00000264721.1 AC104592.1 chr8 144155898 144155989 - -ENSG00000261236.5 BOP1 chr8 144262102 144291370 - -ENSG00000277158.1 MIR7112 chr8 144262673 144262737 - -ENSG00000260428.2 SCX chr8 144266560 144268481 + -ENSG00000185122.10 HSF1 chr8 144291591 144314722 + -ENSG00000185000.9 DGAT1 chr8 144314584 144326910 - -ENSG00000254690.1 GS1-393G12.12 chr8 144314590 144315138 - -ENSG00000276987.1 MIR6848 chr8 144317246 144317315 - -ENSG00000261678.2 SCRT1 chr8 144330565 144336281 - -ENSG00000261587.2 TMEM249 chr8 144352219 144354914 - -ENSG00000271698.1 GS1-393G12.13 chr8 144353228 144355609 - -ENSG00000185803.8 SLC52A2 chr8 144354135 144361272 + -ENSG00000182325.10 FBXL6 chr8 144355431 144359376 - -ENSG00000173137.11 ADCK5 chr8 144373101 144393242 + -ENSG00000071894.14 CPSF1 chr8 144393229 144409349 - -ENSG00000216133.1 MIR939 chr8 144394149 144394230 - -ENSG00000266624.1 MIR1234 chr8 144400086 144400165 - -ENSG00000274683.1 MIR6849 chr8 144400277 144400345 - -ENSG00000272115.1 GS1-393G12.14 chr8 144409492 144409976 + -ENSG00000147804.9 SLC39A4 chr8 144409742 144416895 - -ENSG00000160948.13 VPS28 chr8 144423601 144428563 - -ENSG00000160949.16 TONSL chr8 144428775 144444444 - -ENSG00000276598.1 MIR6893 chr8 144435551 144435619 - -ENSG00000232600.3 TONSL-AS1 chr8 144437675 144439971 + -ENSG00000187954.12 CYHR1 chr8 144449582 144465677 - -ENSG00000254578.1 CTD-2517M22.16 chr8 144463817 144465101 + -ENSG00000167702.11 KIFC2 chr8 144466043 144474202 + -ENSG00000160973.7 FOXH1 chr8 144473412 144476335 - -ENSG00000160972.9 PPP1R16A chr8 144477969 144502121 + -ENSG00000255182.2 CTD-2517M22.14 chr8 144495458 144505444 - -ENSG00000167701.13 GPT chr8 144502973 144507174 + -ENSG00000167700.8 MFSD3 chr8 144509074 144511213 + -ENSG00000160957.12 RECQL4 chr8 144511288 144517845 - -ENSG00000265393.1 CTD-2517M22.17 chr8 144512567 144513672 + -ENSG00000160959.7 LRRC14 chr8 144517992 144525178 + -ENSG00000254402.6 LRRC24 chr8 144522377 144527032 - -ENSG00000213563.6 C8orf82 chr8 144525733 144529132 - -ENSG00000147799.11 ARHGAP39 chr8 144529179 144605816 - -ENSG00000265295.1 AC084125.1 chr8 144567307 144567392 + -ENSG00000255456.1 CTD-2517M22.9 chr8 144584040 144586488 + -ENSG00000274772.1 Metazoa_SRP chr8 144683169 144683464 + -ENSG00000254533.1 AF186192.1 chr8 144698614 144699185 - -ENSG00000255085.8 AF186192.5 chr8 144700353 144708517 + -ENSG00000263612.1 AF186192.6 chr8 144713899 144714845 + -ENSG00000198169.8 ZNF251 chr8 144720907 144756417 - -ENSG00000196378.11 ZNF34 chr8 144773114 144787345 - -ENSG00000244307.3 RN7SL395P chr8 144785298 144785588 + -ENSG00000161016.15 RPL8 chr8 144789765 144792587 - -ENSG00000274673.1 MIR6850 chr8 144791931 144791991 - -ENSG00000197363.9 ZNF517 chr8 144798876 144811169 + -ENSG00000147789.15 ZNF7 chr8 144827464 144847509 + -ENSG00000170619.9 COMMD5 chr8 144841042 144853736 - -ENSG00000263640.1 AF235103.1 chr8 144853413 144853522 + -ENSG00000196150.13 ZNF250 chr8 144876497 144902168 - -ENSG00000170631.14 ZNF16 chr8 144930358 144950888 - -ENSG00000196922.10 ZNF252P chr8 144973589 145002895 - -ENSG00000255164.1 RP5-1047A19.4 chr8 144992914 144994837 + -ENSG00000254618.1 TMED10P1 chr8 144994886 144995540 + -ENSG00000255559.1 ZNF252P-AS1 chr8 145002811 145006046 + -ENSG00000255530.1 RP5-1047A19.6 chr8 145005561 145005906 - -ENSG00000255000.1 AC139103.1 chr8 145047860 145048889 + -ENSG00000182307.12 C8orf33 chr8 145052378 145056030 + -ENSG00000236875.3 DDX11L5 chr9 12134 13783 + -ENSG00000181404.15 WASH1 chr9 14521 29739 - -ENSG00000275076.1 AL928970.1 chr9 17480 17547 - -ENSG00000227518.3 XXyac-YRM2039.3 chr9 27657 30891 + -ENSG00000278579.1 MIR1302-9 chr9 30144 30281 + -ENSG00000218839.4 FAM138C chr9 34394 35871 - -ENSG00000277631.4 PGM5P3-AS1 chr9 72674 88826 + -ENSG00000227917.2 RP11-143M1.3 chr9 100804 102941 - -ENSG00000231808.2 LINC01388 chr9 112713 113754 - -ENSG00000170122.5 FOXD4 chr9 116231 118204 - -ENSG00000172785.18 CBWD1 chr9 121038 179147 - -ENSG00000183784.6 C9orf66 chr9 212824 215741 - -ENSG00000107099.15 DOCK8 chr9 214854 465259 + -ENSG00000235880.1 RP11-59O6.3 chr9 267966 273002 - -ENSG00000227155.7 RP11-165F24.3 chr9 452492 492248 - -ENSG00000107104.18 KANK1 chr9 470291 746106 + -ENSG00000235330.2 RP11-165F24.2 chr9 477750 478423 + -ENSG00000228115.1 RP11-165F24.5 chr9 487774 495610 + -ENSG00000226403.1 RP11-31F19.1 chr9 547317 549531 + -ENSG00000202172.1 RNU6-1327P chr9 558826 558930 + -ENSG00000229875.1 EIF1P1 chr9 659986 660326 + -ENSG00000227914.3 RP11-130C19.3 chr9 673478 685555 - -ENSG00000137090.11 DMRT1 chr9 841690 969090 + -ENSG00000064218.4 DMRT3 chr9 976964 991731 + -ENSG00000252991.1 RNU6-1073P chr9 1001858 1001963 - -ENSG00000228783.1 RP11-147I11.1 chr9 1011085 1011799 + -ENSG00000281769.1 LINC01230 chr9 1045625 1048641 + -ENSG00000173253.14 DMRT2 chr9 1050354 1057552 + -ENSG00000224836.1 RP11-341G2.3 chr9 1151807 1152140 - -ENSG00000236594.2 RPS27AP14 chr9 1164414 1164867 - -ENSG00000233575.2 RP11-459D20.1 chr9 1328664 1328987 + -ENSG00000202383.1 RNA5SP279 chr9 1333837 1333953 + -ENSG00000224092.1 RP11-443B9.1 chr9 1977784 1978547 - -ENSG00000080503.19 SMARCA2 chr9 2015219 2193624 + -ENSG00000236199.1 RP11-264I13.2 chr9 2041900 2046023 - -ENSG00000222973.1 RNU2-25P chr9 2162763 2162953 - -ENSG00000264615.2 RN7SL592P chr9 2228961 2229241 - -ENSG00000236404.8 VLDLR-AS1 chr9 2422702 2643359 - -ENSG00000231052.1 RP11-91N2.3 chr9 2541097 2541635 + -ENSG00000147852.15 VLDLR chr9 2621834 2660053 + -ENSG00000168263.8 KCNV2 chr9 2717502 2730037 + -ENSG00000080608.9 KIAA0020 chr9 2720469 2844241 - -ENSG00000236496.2 GPS2P1 chr9 2875442 2876427 - -ENSG00000229184.2 ATP5HP2 chr9 2900320 2900804 - -ENSG00000227835.8 CARM1P1 chr9 2907073 3053408 - -ENSG00000221450.3 AL589675.1 chr9 2924321 2924407 - -ENSG00000236511.1 LINC01231 chr9 3181589 3198517 + -ENSG00000080298.15 RFX3 chr9 3218297 3526004 - -ENSG00000215297.3 RP11-62E14.2 chr9 3364329 3364792 - -ENSG00000279745.1 AL365202.1 chr9 3452305 3453987 - -ENSG00000232104.3 RFX3-AS1 chr9 3526723 3691814 + -ENSG00000237359.1 RP11-509J21.2 chr9 3647335 3648338 + -ENSG00000226669.2 RP11-509J21.4 chr9 3684076 3689626 - -ENSG00000107249.21 GLIS3 chr9 3824127 4348392 - -ENSG00000236724.1 RP11-252M18.3 chr9 3875584 3878809 + -ENSG00000237009.2 GLIS3-AS1 chr9 3898642 3901248 + -ENSG00000230001.1 RP11-70J12.1 chr9 4070906 4071884 - -ENSG00000228322.1 RP11-358M14.2 chr9 4299390 4306046 + -ENSG00000221730.1 AL162419.1 chr9 4378423 4378494 - -ENSG00000200941.1 RNU6-694P chr9 4386410 4386556 - -ENSG00000106688.11 SLC1A1 chr9 4490444 4587469 + -ENSG00000106686.16 SPATA6L chr9 4553386 4666674 - -ENSG00000225893.1 RP11-6J24.3 chr9 4633027 4633756 + -ENSG00000205808.5 PPAPDC2 chr9 4662315 4665258 + -ENSG00000273061.1 CDC37L1-AS1 chr9 4676600 4679502 - -ENSG00000106993.11 CDC37L1 chr9 4679559 4708398 + -ENSG00000147853.16 AK3 chr9 4709559 4742043 - -ENSG00000276893.1 AL136231.1 chr9 4719746 4719841 - -ENSG00000270639.1 ECM1P1 chr9 4768617 4769895 - -ENSG00000220105.2 RP11-307I14.2 chr9 4781475 4782078 - -ENSG00000120158.11 RCL1 chr9 4792869 4885917 + -ENSG00000233186.2 KLF4P1 chr9 4803788 4804972 - -ENSG00000199065.2 MIR101-2 chr9 4850291 4850381 + -ENSG00000228165.1 RP11-125K10.5 chr9 4850299 4850373 - -ENSG00000220937.3 HNRNPA1P41 chr9 4944670 4945902 - -ENSG00000238362.1 AL158147.1 chr9 4968097 4968185 + -ENSG00000096968.12 JAK2 chr9 4985033 5128183 + -ENSG00000234534.1 CSNK1G2P1 chr9 5040945 5041940 + -ENSG00000182347.10 PDSS1P1 chr9 5084999 5086112 - -ENSG00000227730.2 MTND6P5 chr9 5091093 5091604 + -ENSG00000228166.1 MTND1P11 chr9 5094139 5095014 + -ENSG00000224083.1 RP11-39K24.4 chr9 5096666 5098193 + -ENSG00000235917.1 RP11-39K24.14 chr9 5098341 5099325 + -ENSG00000228097.1 RP11-39K24.12 chr9 5099560 5100229 + -ENSG00000237711.1 RP11-39K24.13 chr9 5100236 5101009 + -ENSG00000236254.1 MTND4P14 chr9 5107937 5109290 + -ENSG00000230225.1 MTND5P14 chr9 5109496 5110762 + -ENSG00000236567.2 TCF3P1 chr9 5110913 5112849 + -ENSG00000254017.1 IGHEP2 chr9 5113549 5114804 + -ENSG00000120210.6 INSL6 chr9 5131979 5185668 - -ENSG00000237553.1 RP11-140C18.2 chr9 5193339 5193558 - -ENSG00000120211.4 INSL4 chr9 5231419 5235304 + -ENSG00000107014.8 RLN2 chr9 5299868 5304969 - -ENSG00000214195.4 HMGN2P31 chr9 5311444 5311716 + -ENSG00000107018.7 RLN1 chr9 5334969 5339873 - -ENSG00000272866.1 RP11-12D24.10 chr9 5351796 5352410 - -ENSG00000231967.1 RP11-12D24.6 chr9 5356312 5356525 - -ENSG00000107020.9 PLGRKT chr9 5357973 5437878 - -ENSG00000214190.2 RNF152P1 chr9 5418373 5418976 - -ENSG00000120217.13 CD274 chr9 5450503 5470566 + -ENSG00000197646.7 PDCD1LG2 chr9 5510570 5571254 + -ENSG00000231509.1 RP11-574F11.3 chr9 5584490 5588994 + -ENSG00000107036.11 RIC1 chr9 5629025 5776557 + -ENSG00000225408.1 RP11-207C16.4 chr9 5719021 5720244 - -ENSG00000099219.13 ERMP1 chr9 5765076 5833117 - -ENSG00000223621.1 AK4P4 chr9 5855781 5856426 - -ENSG00000183354.11 KIAA2026 chr9 5881596 6007901 - -ENSG00000120215.9 MLANA chr9 5890802 5910606 + -ENSG00000263575.1 MIR4665 chr9 6007826 6007904 + -ENSG00000137040.9 RANBP6 chr9 6011043 6015625 - -ENSG00000228739.1 RP11-218I7.2 chr9 6047360 6066714 + -ENSG00000237274.2 GTF3AP1 chr9 6195934 6197248 + -ENSG00000137033.11 IL33 chr9 6215786 6257983 + -ENSG00000228132.2 RP11-279E1.1 chr9 6276640 6276974 + -ENSG00000233846.2 RP11-307L3.2 chr9 6278667 6279153 + -ENSG00000170777.10 TPD52L3 chr9 6328375 6331900 + -ENSG00000147854.16 UHRF2 chr9 6413151 6507054 + -ENSG00000233367.1 RP11-307L3.4 chr9 6415145 6449558 - -ENSG00000178445.8 GLDC chr9 6532464 6645650 - -ENSG00000264530.2 RN7SL25P chr9 6542094 6542353 + -ENSG00000237158.1 RP11-472F14.4 chr9 6568844 6569360 + -ENSG00000206147.5 RPL23AP57 chr9 6639139 6639604 + -ENSG00000236924.1 RP11-390F4.6 chr9 6645956 6670635 + -ENSG00000266863.2 RN7SL123P chr9 6661651 6661942 + -ENSG00000229057.1 RPS3AP54 chr9 6662424 6663792 + -ENSG00000231381.2 RNF2P1 chr9 6668999 6670008 - -ENSG00000232946.1 RP11-390F4.2 chr9 6675284 6675614 + -ENSG00000229611.1 RP11-390F4.10 chr9 6704471 6707780 + -ENSG00000225489.6 RP11-390F4.3 chr9 6716495 6727438 + -ENSG00000274527.4 RP11-146B14.1 chr9 6720863 7077263 + -ENSG00000231108.2 SLMO2P11 chr9 6734598 6735076 - -ENSG00000256968.1 SNRPEP2 chr9 6748703 6748981 - -ENSG00000107077.17 KDM4C chr9 6757641 7175648 + -ENSG00000230581.2 ACTG1P14 chr9 6834456 6835577 + -ENSG00000224972.1 RP11-403H13.1 chr9 6902670 6978859 + -ENSG00000230207.1 RPL4P5 chr9 7477045 7478320 - -ENSG00000178654.11 PPIAP33 chr9 7597823 7598377 + -ENSG00000276273.1 AL591509.1 chr9 7624260 7624354 - -ENSG00000273056.1 RP11-77E14.2 chr9 7786105 7786688 - -ENSG00000137038.7 TMEM261 chr9 7796490 7888380 - -ENSG00000226376.1 RP11-29B9.1 chr9 7930827 7935137 - -ENSG00000231902.1 RP11-29B9.2 chr9 7960413 7961080 - -ENSG00000153707.15 PTPRD chr9 8314246 10612723 - -ENSG00000235389.2 RP11-134K1.3 chr9 8700595 8701552 - -ENSG00000212695.5 RP11-134K1.2 chr9 8713311 8713841 + -ENSG00000239102.1 RNU7-185P chr9 8797135 8797194 + -ENSG00000225706.1 PTPRD-AS1 chr9 8858130 8862255 + -ENSG00000280796.1 Clostridiales-1 chr9 8919806 8919947 - -ENSG00000234021.1 RP11-75C9.2 chr9 8936079 8963077 + -ENSG00000212829.8 RPS26P3 chr9 9090898 9091245 + -ENSG00000221708.2 AL353733.1 chr9 9425461 9425558 - -ENSG00000265735.2 RN7SL5P chr9 9442060 9442380 + -ENSG00000230920.1 RP11-527D15.1 chr9 9799423 9803784 + -ENSG00000234360.1 RP11-87N24.1 chr9 10532145 10532411 + -ENSG00000226717.2 PTPRD-AS2 chr9 10613202 10620420 + -ENSG00000232035.1 RP11-87N24.3 chr9 10631750 10632203 - -ENSG00000227138.1 RP11-421B23.2 chr9 10777357 10777525 + -ENSG00000230589.1 IMP3P1 chr9 10829752 10830308 - -ENSG00000270372.1 RP11-109M17.2 chr9 10948372 10948481 - -ENSG00000234146.1 AKAP8P1 chr9 11011748 11013096 + -ENSG00000230365.1 RP11-23D5.1 chr9 11275314 11276314 - -ENSG00000275130.1 RP11-32D4.1 chr9 11618496 11618621 - -ENSG00000224935.1 RP11-74C3.1 chr9 12098660 12159147 - -ENSG00000231491.2 JKAMPP1 chr9 12287320 12288238 + -ENSG00000222581.1 RNU2-47P chr9 12300266 12300451 - -ENSG00000107165.12 TYRP1 chr9 12685439 12710290 + -ENSG00000235448.1 LURAP1L-AS1 chr9 12700100 12814345 - -ENSG00000243115.3 RN7SL849P chr9 12764761 12765055 - -ENSG00000153714.5 LURAP1L chr9 12775021 12822131 + -ENSG00000222658.1 Y_RNA chr9 12885321 12885417 + -ENSG00000214121.4 PRDX1P1 chr9 12972843 12973438 - -ENSG00000234586.2 RP11-382H24.2 chr9 13021694 13022892 - -ENSG00000107186.16 MPDZ chr9 13105704 13279590 - -ENSG00000234740.1 RP11-272P10.2 chr9 13274510 13279187 - -ENSG00000223672.2 RP11-272P10.3 chr9 13322806 13323450 - -ENSG00000270547.5 LINC01235 chr9 13406380 13433053 - -ENSG00000226197.2 RP11-536O18.1 chr9 13446491 13487511 + -ENSG00000205636.3 LINC00583 chr9 13927971 13945610 + -ENSG00000229268.1 PES1P2 chr9 13986175 13987909 + -ENSG00000235533.1 RP11-284P20.3 chr9 14025971 14030115 + -ENSG00000223568.1 RPL3P11 chr9 14040716 14041861 - -ENSG00000213954.3 ATP5HP3 chr9 14068932 14069417 + -ENSG00000147862.14 NFIB chr9 14081843 14398983 - -ENSG00000234982.1 RP11-280O24.3 chr9 14204248 14205039 + -ENSG00000225472.1 RP11-120J1.1 chr9 14317085 14357908 + -ENSG00000237137.1 RP11-408A13.2 chr9 14531916 14532042 - -ENSG00000273399.2 RP11-408A13.3 chr9 14586766 14587326 - -ENSG00000272871.1 RP11-408A13.4 chr9 14588797 14590065 - -ENSG00000229029.2 CDCA4P1 chr9 14593577 14594200 + -ENSG00000175893.11 ZDHHC21 chr9 14611071 14693471 - -ENSG00000147869.4 CER1 chr9 14719724 14722717 - -ENSG00000164946.19 FREM1 chr9 14734666 14910995 - -ENSG00000199814.1 RNU6-1260P chr9 14850429 14850535 + -ENSG00000214110.3 LDHAP4 chr9 14921337 14922334 - -ENSG00000232000.2 CLCN3P1 chr9 14987302 15146401 - -ENSG00000215237.6 RP11-54D18.2 chr9 14993312 15019729 + -ENSG00000234297.2 RP11-54D18.4 chr9 15055057 15056052 + -ENSG00000251960.1 RNU6-559P chr9 15143289 15143386 + -ENSG00000155158.20 TTC39B chr9 15163622 15307360 - -ENSG00000215236.3 RPL7P33 chr9 15361393 15362134 + -ENSG00000164975.15 SNAPC3 chr9 15422704 15465953 + -ENSG00000251834.1 RNU6-319P chr9 15431899 15432006 - -ENSG00000164985.14 PSIP1 chr9 15464066 15511019 - -ENSG00000278754.1 RP11-518K17.4 chr9 15524576 15524707 - -ENSG00000240613.3 RN7SL98P chr9 15525782 15526081 - -ENSG00000213362.3 FTH1P12 chr9 15527133 15527683 - -ENSG00000207433.1 RNU6-246P chr9 15544188 15544294 + -ENSG00000164989.15 CCDC171 chr9 15552897 16061663 + -ENSG00000231376.1 HMGN2P16 chr9 15588355 15588615 + -ENSG00000207360.1 RNU6-14P chr9 15776181 15776286 - -ENSG00000205549.8 C9orf92 chr9 16203935 16276313 - -ENSG00000281869.1 Clostridiales-1 chr9 16340098 16340232 + -ENSG00000173068.17 BNC2 chr9 16409503 16870843 - -ENSG00000231756.1 RP11-183I6.2 chr9 16473188 16476237 + -ENSG00000230694.1 RP11-62F24.1 chr9 16625676 16626390 + -ENSG00000234779.1 RP11-62F24.2 chr9 16726814 16727524 + -ENSG00000233551.2 LSM1P1 chr9 16775573 16775845 - -ENSG00000237153.1 RP11-132E11.2 chr9 17048919 17112815 + -ENSG00000241152.3 RN7SL720P chr9 17053901 17054204 + -ENSG00000226470.1 RP11-132E11.3 chr9 17096301 17096446 - -ENSG00000237083.1 RP11-132E11.4 chr9 17108304 17108604 - -ENSG00000044459.14 CNTLN chr9 17134982 17503923 + -ENSG00000224488.1 SAMM50P1 chr9 17447145 17448543 - -ENSG00000107295.9 SH3GL2 chr9 17579082 17797129 + -ENSG00000228810.1 PABPC1P11 chr9 17589161 17591318 - -ENSG00000227167.1 RP11-570H19.2 chr9 18360597 18362220 - -ENSG00000178031.15 ADAMTSL1 chr9 18473894 18910950 + -ENSG00000264638.1 MIR3152 chr9 18573306 18573379 + -ENSG00000252960.1 RN7SKP258 chr9 18651147 18651450 + -ENSG00000236857.3 RAP1BP1 chr9 18717974 18718526 - -ENSG00000155875.13 SAXO1 chr9 18927658 19049354 - -ENSG00000236680.1 RP11-296P7.4 chr9 19026892 19028129 + -ENSG00000155876.5 RRAGA chr9 19049395 19050983 + -ENSG00000147874.10 HAUS6 chr9 19053143 19103119 - -ENSG00000251733.1 SCARNA8 chr9 19063656 19063786 - -ENSG00000252943.1 RNU6-264P chr9 19073843 19073946 + -ENSG00000201118.1 Y_RNA chr9 19089593 19089688 + -ENSG00000147872.9 PLIN2 chr9 19108375 19149290 - -ENSG00000232176.1 RP11-146N23.1 chr9 19200335 19201046 - -ENSG00000137145.20 DENND4C chr9 19230435 19373545 + -ENSG00000232978.2 RP11-146N23.4 chr9 19291337 19292576 - -ENSG00000272842.1 RP11-513M16.7 chr9 19371386 19371945 - -ENSG00000273226.1 RP11-513M16.8 chr9 19375451 19375996 + -ENSG00000137154.12 RPS6 chr9 19375715 19380254 - -ENSG00000234853.2 NDUFA5P3 chr9 19383217 19383887 - -ENSG00000177076.5 ACER2 chr9 19409059 19452020 + -ENSG00000260912.1 RP11-363E7.4 chr9 19453209 19455173 + -ENSG00000231909.7 MAP1LC3BP1 chr9 19460926 19464524 - -ENSG00000155886.11 SLC24A2 chr9 19507452 19786928 - -ENSG00000232158.1 C11orf98P1 chr9 19705338 19705655 + -ENSG00000266224.1 AL158077.1 chr9 19829753 19829847 + -ENSG00000276667.1 RP11-471J7.1 chr9 19895800 19895973 - -ENSG00000261402.1 RP11-378I6.1 chr9 19926094 19929937 + -ENSG00000270712.1 RP11-378I6.2 chr9 19957394 19958147 - -ENSG00000277711.1 RP11-378I6.3 chr9 19967239 19967994 - -ENSG00000281142.1 AL512635.1 chr9 20285852 20285983 - -ENSG00000237434.1 RP11-15P13.1 chr9 20331446 20332277 + -ENSG00000171843.15 MLLT3 chr9 20341665 20622543 - -ENSG00000263790.1 MIR4473 chr9 20411148 20411238 - -ENSG00000222202.1 RNU4-26P chr9 20418321 20418427 + -ENSG00000264941.1 MIR4474 chr9 20502265 20502342 - -ENSG00000237088.1 RP11-73E6.2 chr9 20532552 20533339 + -ENSG00000252324.1 AL163193.1 chr9 20576217 20576301 + -ENSG00000188352.12 FOCAD chr9 20658309 20995955 + -ENSG00000227071.1 FOCAD-AS1 chr9 20683304 20684688 - -ENSG00000207609.2 MIR491 chr9 20716100 20716209 + -ENSG00000202189.1 SNORA30 chr9 20786927 20787055 + -ENSG00000188921.13 HACD4 chr9 20999515 21031636 - -ENSG00000230208.1 IFNNP1 chr9 21058771 21059323 - -ENSG00000171855.6 IFNB1 chr9 21077105 21077963 - -ENSG00000225027.2 IFNWP4 chr9 21106543 21106836 + -ENSG00000275980.1 RP11-113D19.9 chr9 21135598 21136350 - -ENSG00000177047.6 IFNW1 chr9 21140214 21142145 - -ENSG00000199635.1 Y_RNA chr9 21160235 21160336 - -ENSG00000137080.4 IFNA21 chr9 21165637 21166660 - -ENSG00000232281.2 IFNWP15 chr9 21178589 21179188 - -ENSG00000236637.2 IFNA4 chr9 21186694 21187671 - -ENSG00000226597.1 IFNWP9 chr9 21190654 21191244 - -ENSG00000214042.1 IFNA7 chr9 21201469 21202205 - -ENSG00000186803.3 IFNA10 chr9 21206181 21207143 - -ENSG00000234829.3 IFNA17 chr9 21206528 21228222 - -ENSG00000223684.1 IFNWP18 chr9 21209189 21209779 - -ENSG00000147885.4 IFNA16 chr9 21216373 21217311 - -ENSG00000232138.1 IFNWP5 chr9 21231266 21231853 - -ENSG00000228083.2 IFNA14 chr9 21239002 21239991 - -ENSG00000224416.2 IFNA22P chr9 21278050 21278619 - -ENSG00000147873.5 IFNA5 chr9 21304326 21305312 - -ENSG00000226393.1 IFNA20P chr9 21321300 21321827 + -ENSG00000198642.6 KLHL9 chr9 21329671 21335380 - -ENSG00000120235.4 IFNA6 chr9 21349835 21351378 - -ENSG00000233816.3 IFNA13 chr9 21367424 21368962 - -ENSG00000188379.6 IFNA2 chr9 21384254 21385388 - -ENSG00000261696.1 RP11-354P17.15 chr9 21394888 21396346 - -ENSG00000231195.1 IFNA11P chr9 21398614 21399139 - -ENSG00000235108.1 IFNA12P chr9 21403081 21403651 + -ENSG00000120242.3 IFNA8 chr9 21409147 21410185 + -ENSG00000197919.4 IFNA1 chr9 21409169 21441316 + -ENSG00000237691.1 IFNWP2 chr9 21420234 21420813 + -ENSG00000238271.2 IFNWP19 chr9 21455484 21456049 + -ENSG00000171889.3 MIR31HG chr9 21455642 21559669 - -ENSG00000184995.7 IFNE chr9 21480839 21482313 - -ENSG00000199177.1 MIR31 chr9 21512115 21512185 - -ENSG00000264379.1 SNORD39 chr9 21524307 21524382 - -ENSG00000227443.2 RP11-344A7.1 chr9 21638285 21638676 + -ENSG00000229835.2 KHSRPP1 chr9 21695176 21696943 + -ENSG00000244230.3 RN7SL151P chr9 21699314 21699596 + -ENSG00000099810.18 MTAP chr9 21802543 21937651 + -ENSG00000264545.1 RP11-145E5.5 chr9 21802636 22032986 + -ENSG00000229298.1 TUBB8P1 chr9 21811621 21812347 - -ENSG00000265194.1 RP11-70L8.4 chr9 21858910 21861926 - -ENSG00000279670.1 RP11-70L8.5 chr9 21892188 21893857 + -ENSG00000264801.1 ERVFRD-3 chr9 21929457 21931073 + -ENSG00000224854.3 CDKN2A-AS1 chr9 21966929 21967751 + -ENSG00000147889.16 CDKN2A chr9 21967753 21995301 - -ENSG00000240498.6 CDKN2B-AS1 chr9 21994778 22121097 + -ENSG00000266446.1 RP11-149I2.4 chr9 21995482 21996013 + -ENSG00000147883.10 CDKN2B chr9 22002903 22009363 - -ENSG00000215221.2 UBA52P6 chr9 22012155 22012536 + -ENSG00000274055.1 CDKN2B-AS_3 chr9 22046758 22046901 + -ENSG00000277653.1 CDKN2B-AS chr9 22117665 22117814 + -ENSG00000236921.1 RP11-408N14.1 chr9 22203990 22214672 - -ENSG00000176399.3 DMRTA1 chr9 22446841 22455740 + -ENSG00000234840.1 LINC01239 chr9 22646200 22824213 + -ENSG00000236739.3 CLIC4P1 chr9 22747700 22748234 + -ENSG00000224549.1 RP11-370B11.3 chr9 22767175 22768316 + -ENSG00000227607.2 SUMO2P2 chr9 23632106 23632360 + -ENSG00000233906.1 RP11-315I14.2 chr9 23671788 23672399 - -ENSG00000226626.2 NOP56P2 chr9 23681894 23682662 + -ENSG00000107105.14 ELAVL2 chr9 23690104 23826337 - -ENSG00000231460.2 RP11-321L2.1 chr9 23829670 23849914 + -ENSG00000237414.2 RP11-321L2.2 chr9 23894990 23898054 - -ENSG00000277608.1 RP11-321L2.3 chr9 23955760 23956444 + -ENSG00000205442.12 IZUMO3 chr9 24542952 24545946 - -ENSG00000269957.5 RP11-20A20.2 chr9 24545952 24591993 + -ENSG00000216088.1 AL157830.1 chr9 24872712 24872798 - -ENSG00000223088.1 RMRPP5 chr9 24905469 24905735 + -ENSG00000222693.1 RN7SKP120 chr9 25088811 25089151 - -ENSG00000198680.4 TUSC1 chr9 25676389 25678440 - -ENSG00000236306.2 LINC01241 chr9 25780056 25812968 + -ENSG00000270683.1 FAM71BP1 chr9 25937912 25938434 + -ENSG00000276759.2 RP11-80I3.1 chr9 26066675 26118408 + -ENSG00000277875.1 AL356791.1 chr9 26178394 26178489 + -ENSG00000266429.1 AL442639.1 chr9 26614040 26614125 - -ENSG00000279256.1 RP11-5P15.1 chr9 26642697 26644595 - -ENSG00000254261.1 RP11-18A15.1 chr9 26746953 26786874 + -ENSG00000252580.1 SNORA31 chr9 26796173 26796304 - -ENSG00000253400.1 RP11-337A23.6 chr9 26801733 26805862 + -ENSG00000120159.11 CAAP1 chr9 26840685 26892804 - -ENSG00000232466.1 RP11-337A23.5 chr9 26880178 26880549 - -ENSG00000240306.2 RN7SL100P chr9 26895678 26895970 + -ENSG00000137055.14 PLAA chr9 26904083 26947463 - -ENSG00000096872.15 IFT74 chr9 26947039 27062930 + -ENSG00000234676.1 IFT74-AS1 chr9 26955780 26956295 - -ENSG00000184434.7 LRRC19 chr9 26993136 27005693 - -ENSG00000254396.1 RP11-56F10.3 chr9 27102630 27104728 + -ENSG00000120156.20 TEK chr9 27109141 27230175 + -ENSG00000223162.1 RNA5SP280 chr9 27198287 27198401 + -ENSG00000232867.1 RP11-179D22.1 chr9 27210327 27210626 + -ENSG00000231459.1 LINC00032 chr9 27245684 27282793 - -ENSG00000120160.10 EQTN chr9 27284659 27297139 - -ENSG00000120162.9 MOB3B chr9 27325209 27529781 - -ENSG00000237734.1 RP11-298E2.2 chr9 27391734 27397563 + -ENSG00000147896.3 IFNK chr9 27524314 27526498 + -ENSG00000147894.14 C9orf72 chr9 27546545 27573866 - -ENSG00000215441.3 CTAGE12P chr9 27608382 27610745 - -ENSG00000260390.1 RP11-575I8.1 chr9 27829276 27844481 + -ENSG00000260412.1 RP11-438B23.2 chr9 27937617 27944497 - -ENSG00000174482.10 LINGO2 chr9 27948078 28670286 - -ENSG00000229060.4 RP11-20P5.2 chr9 28148211 28149236 + -ENSG00000224955.1 KCTD10P1 chr9 28598668 28599292 - -ENSG00000215966.1 MIR876 chr9 28863626 28863706 - -ENSG00000215939.2 MIR873 chr9 28888856 28888965 - -ENSG00000230276.2 RP11-373A6.1 chr9 29254075 29254426 - -ENSG00000277646.1 RP11-275A14.1 chr9 29317833 29318952 + -ENSG00000229834.1 RP11-48L13.1 chr9 29636486 29636853 + -ENSG00000230097.2 ME2P1 chr9 29824742 29826711 - -ENSG00000280683.1 LINC01242 chr9 30388935 30575012 - -ENSG00000232060.3 SLC4A1APP1 chr9 30558880 30559481 - -ENSG00000239792.2 C2orf27AP2 chr9 30670964 30671966 - -ENSG00000215210.3 RBMXP2 chr9 30689105 30690272 + -ENSG00000221111.1 AL590726.2 chr9 30771097 30771199 - -ENSG00000235626.2 KRT18P66 chr9 30773464 30774732 + -ENSG00000211510.2 AL590726.1 chr9 30774228 30774319 + -ENSG00000226246.1 KRT18P36 chr9 30799471 30800746 - -ENSG00000233278.1 RPS26P2 chr9 30831878 30832225 - -ENSG00000214020.3 FTLP4 chr9 30935485 30935977 + -ENSG00000228557.1 HSPA8P17 chr9 30988085 30990572 + -ENSG00000223421.1 RP11-572H4.1 chr9 31165618 31166980 - -ENSG00000232203.3 SLC25A6P2 chr9 31253901 31254777 + -ENSG00000274793.1 AL353783.1 chr9 31326759 31326826 - -ENSG00000260720.1 LINC01243 chr9 31371611 31381490 - -ENSG00000226998.1 RP11-291J9.1 chr9 31505280 31505943 + -ENSG00000229080.1 RP11-291J9.2 chr9 31505946 31506615 + -ENSG00000235148.2 HMGB3P23 chr9 31644576 31645160 - -ENSG00000252313.1 RNA5SP281 chr9 32293558 32293692 + -ENSG00000225347.1 SLC25A5P8 chr9 32333457 32334354 - -ENSG00000122729.18 ACO1 chr9 32384603 32454769 + -ENSG00000107201.9 DDX58 chr9 32455705 32526324 - -ENSG00000197579.7 TOPORS chr9 32540544 32552553 - -ENSG00000235453.7 TOPORS-AS1 chr9 32551144 32567005 + -ENSG00000165264.10 NDUFB6 chr9 32552999 32573184 - -ENSG00000232303.2 DFFBP1 chr9 32566148 32567126 - -ENSG00000241043.1 GVQW1 chr9 32566789 32568621 + -ENSG00000122728.6 TAF1L chr9 32629454 32635669 - -ENSG00000223440.1 RP11-555J4.4 chr9 32633454 32648685 + -ENSG00000230516.1 RP11-555J4.3 chr9 32643103 32645026 - -ENSG00000238001.2 SNRPCP1 chr9 32676063 32676520 - -ENSG00000230867.1 RP11-462B18.1 chr9 32727069 32727522 - -ENSG00000221696.1 AL157884.1 chr9 32764296 32764422 + -ENSG00000188133.5 TMEM215 chr9 32783499 32787399 + -ENSG00000272113.2 Y_RNA chr9 32820261 32820350 + -ENSG00000236796.1 RP11-462B18.3 chr9 32836575 32869595 - -ENSG00000231193.1 RP11-462B18.2 chr9 32840598 32841762 - -ENSG00000223807.1 BOLA3P4 chr9 32926051 32926450 + -ENSG00000237437.1 ASS1P12 chr9 32945996 32947222 + -ENSG00000137074.18 APTX chr9 32972606 33025168 - -ENSG00000236184.1 TCEA1P4 chr9 32979560 32980403 - -ENSG00000225693.1 LAGE3P1 chr9 33019682 33020165 - -ENSG00000086061.15 DNAJA1 chr9 33025211 33039907 + -ENSG00000122692.8 SMU1 chr9 33041764 33076659 - -ENSG00000222169.1 AL162590.1 chr9 33042109 33042216 - -ENSG00000086062.12 B4GALT1 chr9 33104082 33167356 - -ENSG00000233554.5 B4GALT1-AS1 chr9 33166975 33179983 + -ENSG00000252224.1 RNU4ATAC15P chr9 33174170 33174295 + -ENSG00000122711.8 SPINK4 chr9 33218365 33248567 + -ENSG00000107262.16 BAG1 chr9 33247820 33264763 - -ENSG00000086065.13 CHMP5 chr9 33264879 33282069 + -ENSG00000086102.18 NFX1 chr9 33290511 33371157 + -ENSG00000200544.1 Y_RNA chr9 33352788 33352874 - -ENSG00000165269.12 AQP7 chr9 33383179 33402682 - -ENSG00000223678.1 RP11-311H10.4 chr9 33402857 33409948 + -ENSG00000165272.14 AQP3 chr9 33441154 33447611 - -ENSG00000270542.1 RP11-311H10.7 chr9 33449755 33449941 + -ENSG00000165271.16 NOL6 chr9 33461441 33473930 - -ENSG00000275651.1 MIR6851 chr9 33467869 33467935 - -ENSG00000226823.1 SUGT1P chr9 33503655 33510711 - -ENSG00000228072.1 RP11-255A11.2 chr9 33512959 33514773 - -ENSG00000230453.9 ANKRD18B chr9 33524394 33573009 + -ENSG00000225123.2 RP11-255A11.4 chr9 33574361 33574588 - -ENSG00000234373.1 SNX18P7 chr9 33576380 33577014 + -ENSG00000226562.3 CYP4F26P chr9 33580695 33605293 + -ENSG00000204982.3 PRSS3P4 chr9 33613848 33614009 - -ENSG00000205274.3 TRBV20OR9-2 chr9 33617762 33618506 + -ENSG00000231991.4 ANXA2P2 chr9 33624274 33625293 + -ENSG00000183938.5 TRBV21OR9-2 chr9 33629121 33629586 + -ENSG00000234122.1 TRBV22OR9-2 chr9 33634111 33634246 + -ENSG00000229063.2 TRBV23OR9-2 chr9 33638035 33638494 + -ENSG00000215206.5 TRBV24OR9-2 chr9 33649047 33649614 + -ENSG00000240215.4 TRBV25OR9-2 chr9 33662166 33662663 + -ENSG00000237984.3 PTENP1 chr9 33673504 33677499 - -ENSG00000281128.1 PTENP1-AS chr9 33677268 33688011 + -ENSG00000231165.3 TRBV26OR9-2 chr9 33695767 33696059 + -ENSG00000260947.1 RP11-384P7.7 chr9 33697459 33700986 + -ENSG00000227301.1 RP11-384P7.5 chr9 33719690 33722555 + -ENSG00000233776.5 LINC01251 chr9 33732975 33738416 - -ENSG00000010438.16 PRSS3 chr9 33750466 33799231 + -ENSG00000235481.2 UBE2R2-AS1 chr9 33785950 33818795 - -ENSG00000223394.2 TRBV29OR9-2 chr9 33786221 33786828 + -ENSG00000107341.4 UBE2R2 chr9 33817567 33920404 + -ENSG00000200834.1 Y_RNA chr9 33830978 33831078 + -ENSG00000251748.1 RNU4ATAC11P chr9 33868540 33868665 + -ENSG00000137073.20 UBAP2 chr9 33921693 34048949 - -ENSG00000238300.1 SNORD121B chr9 33934296 33934376 - -ENSG00000238886.1 SNORD121A chr9 33952769 33952850 - -ENSG00000226801.2 OSTCP8 chr9 33968071 33968518 - -ENSG00000222259.1 RN7SKP114 chr9 34049966 34050244 + -ENSG00000228352.2 RP11-537H15.3 chr9 34084332 34096225 + -ENSG00000198876.12 DCAF12 chr9 34086387 34127399 - -ENSG00000224802.2 TUBB4BP2 chr9 34109171 34109968 - -ENSG00000239392.2 RP11-537H15.4 chr9 34133157 34134696 - -ENSG00000165006.13 UBAP1 chr9 34179005 34252523 + -ENSG00000227383.1 RP11-571F15.2 chr9 34191555 34191881 + -ENSG00000279336.1 AL353662.2 chr9 34201273 34201515 - -ENSG00000252164.1 RNA5SP282 chr9 34206134 34206241 - -ENSG00000233668.1 RP11-571F15.3 chr9 34223984 34224628 - -ENSG00000186638.15 KIF24 chr9 34252381 34329200 - -ENSG00000222426.1 RNU2-50P chr9 34282528 34282670 - -ENSG00000266881.1 AL353662.1 chr9 34296379 34296430 + -ENSG00000229207.1 SERPINH1P1 chr9 34318407 34319655 + -ENSG00000164978.17 NUDT2 chr9 34329506 34343713 + -ENSG00000164976.8 KIAA1161 chr9 34366670 34376853 - -ENSG00000164972.12 C9orf24 chr9 34379019 34397832 - -ENSG00000207032.1 Y_RNA chr9 34389943 34390051 - -ENSG00000164970.14 FAM219A chr9 34398184 34458570 - -ENSG00000122735.15 DNAI1 chr9 34457414 34520989 + -ENSG00000251697.1 RN7SKP24 chr9 34478622 34478905 + -ENSG00000168913.6 ENHO chr9 34521040 34523041 - -ENSG00000230729.1 RP11-296L22.8 chr9 34521527 34524241 + -ENSG00000232983.2 RP11-296L22.7 chr9 34546524 34546996 - -ENSG00000122756.14 CNTFR chr9 34551432 34590140 - -ENSG00000237159.5 CNTFR-AS1 chr9 34568015 34582829 + -ENSG00000164967.9 RPP25L chr9 34610486 34612104 - -ENSG00000137100.15 DCTN3 chr9 34613545 34620523 - -ENSG00000205143.2 ARID3C chr9 34621379 34628107 - -ENSG00000147955.16 SIGMAR1 chr9 34634722 34637809 - -ENSG00000213930.11 GALT chr9 34638133 34651035 + -ENSG00000258728.1 RP11-195F19.29 chr9 34646645 34657113 + -ENSG00000137070.17 IL11RA chr9 34650702 34661892 + -ENSG00000213927.3 CCL27 chr9 34661880 34664048 - -ENSG00000261215.1 RP11-195F19.30 chr9 34661903 34666029 - -ENSG00000187186.14 RP11-195F19.5 chr9 34664163 34666112 - -ENSG00000230074.1 RP11-195F19.9 chr9 34665665 34681298 + -ENSG00000172724.11 CCL19 chr9 34689567 34691277 - -ENSG00000137077.7 CCL21 chr9 34709005 34710124 - -ENSG00000205108.5 FAM205A chr9 34723055 34729467 - -ENSG00000257198.6 FAM205BP chr9 34832295 34838586 - -ENSG00000187791.11 FAM205C chr9 34889064 34895778 - -ENSG00000178723.7 GLULP4 chr9 34917175 34918296 + -ENSG00000215199.3 YWHAZP6 chr9 34922184 34922921 - -ENSG00000122733.12 PHF24 chr9 34957608 34982544 + -ENSG00000281491.1 DNAJB5-AS1 chr9 34985410 34989379 - -ENSG00000137094.14 DNAJB5 chr9 34989641 34998900 + -ENSG00000273597.1 RP11-392A14.9 chr9 35001342 35002994 - -ENSG00000279489.1 RP11-392A14.8 chr9 35001913 35003663 + -ENSG00000233148.2 SYF2P2 chr9 35010703 35011285 + -ENSG00000279608.1 RP11-182N22.9 chr9 35038625 35044326 - -ENSG00000174038.12 C9orf131 chr9 35041095 35045991 + -ENSG00000241568.3 RN7SL338P chr9 35049271 35049563 + -ENSG00000165280.15 VCP chr9 35056064 35073249 - -ENSG00000221829.9 FANCG chr9 35073835 35080016 - -ENSG00000165282.13 PIGO chr9 35088688 35096601 - -ENSG00000234181.1 RP11-182N22.8 chr9 35096378 35098141 + -ENSG00000165283.15 STOML2 chr9 35099776 35103195 - -ENSG00000005238.19 FAM214B chr9 35104112 35116341 - -ENSG00000215198.3 RP11-182N22.7 chr9 35147410 35149184 - -ENSG00000198722.12 UNC13B chr9 35161992 35405338 + -ENSG00000279083.1 RP11-395N21.2 chr9 35360540 35362054 - -ENSG00000179766.17 ATP8B5P chr9 35406755 35483035 + -ENSG00000244213.1 ZFAND6P1 chr9 35449748 35450352 + -ENSG00000198853.11 RUSC2 chr9 35490127 35561898 + -ENSG00000235619.1 RPL36AP33 chr9 35507564 35507873 + -ENSG00000215187.9 FAM166B chr9 35561831 35563899 - -ENSG00000227852.1 RP11-156G14.6 chr9 35592786 35592951 + -ENSG00000107140.15 TESK1 chr9 35605305 35610041 + -ENSG00000263892.2 AL357874.1 chr9 35608077 35608188 + -ENSG00000137101.12 CD72 chr9 35609533 35646810 - -ENSG00000231393.1 RP11-331F9.3 chr9 35642514 35643517 + -ENSG00000227933.1 RP11-331F9.4 chr9 35646270 35647099 + -ENSG00000137078.8 SIT1 chr9 35649295 35650950 - -ENSG00000269900.3 RMRP chr9 35657751 35658018 - -ENSG00000277027.1 RMRP chr9 35657754 35658017 - -ENSG00000159884.11 CCDC107 chr9 35658290 35661511 + -ENSG00000137135.17 ARHGEF39 chr9 35658875 35675866 - -ENSG00000243136.3 RN7SL22P chr9 35671776 35672044 + -ENSG00000107159.12 CA9 chr9 35673856 35681159 + -ENSG00000198467.13 TPM2 chr9 35681992 35691020 - -ENSG00000137076.18 TLN1 chr9 35696948 35732395 - -ENSG00000275831.1 MIR6852 chr9 35710676 35710741 - -ENSG00000107175.10 CREB3 chr9 35732320 35737007 + -ENSG00000273945.1 MIR6853 chr9 35732922 35732995 + -ENSG00000070610.14 GBA2 chr9 35736866 35749228 - -ENSG00000107185.9 RGP1 chr9 35749287 35758575 + -ENSG00000215183.4 MSMP chr9 35752990 35756613 - -ENSG00000228843.2 RP11-112J3.15 chr9 35756712 35757940 - -ENSG00000227388.2 RP11-112J3.16 chr9 35772163 35790432 + -ENSG00000159899.14 NPR2 chr9 35792154 35809732 + -ENSG00000137098.13 SPAG8 chr9 35808045 35812272 - -ENSG00000263448.1 AL133410.1 chr9 35811476 35811550 - -ENSG00000137133.10 HINT2 chr9 35812960 35815354 - -ENSG00000137103.16 TMEM8B chr9 35814451 35854847 + -ENSG00000204930.9 FAM221B chr9 35816391 35828747 - -ENSG00000281205.1 LINC00950 chr9 35858738 35865518 + -ENSG00000236083.1 OR13E1P chr9 35859062 35859983 - -ENSG00000168828.5 OR13J1 chr9 35869263 35870601 - -ENSG00000233659.1 NDUFA5P4 chr9 35874810 35875194 - -ENSG00000196196.2 HRCT1 chr9 35906192 35907141 + -ENSG00000235387.1 LINC00961 chr9 35909483 35911686 + -ENSG00000231518.1 RP11-327L3.3 chr9 35930012 35937151 + -ENSG00000225639.1 PGAM1P2 chr9 35943210 35943934 - -ENSG00000278889.3 OR2S2 chr9 35957108 35958154 - -ENSG00000122718.5 OR2S2 chr9 35957139 35958098 - -ENSG00000213866.3 YBX1P10 chr9 35971344 35972318 - -ENSG00000179443.5 OR13C6P chr9 35991336 35992285 - -ENSG00000243641.3 OR13C7 chr9 36002909 36003867 - -ENSG00000228307.1 OR2S1P chr9 36013184 36014133 + -ENSG00000236110.1 OR2AM1P chr9 36021692 36022113 + -ENSG00000122707.11 RECK chr9 36036433 36124451 + -ENSG00000276730.1 Hammerhead_HH9 chr9 36072686 36072762 + -ENSG00000122694.15 GLIPR2 chr9 36136536 36163913 + -ENSG00000185972.5 CCIN chr9 36169394 36171334 + -ENSG00000122705.16 CLTA chr9 36190856 36304781 + -ENSG00000159921.14 GNE chr9 36214441 36277056 - -ENSG00000222760.1 RNU4-53P chr9 36267783 36267922 + -ENSG00000215283.3 HMGB3P24 chr9 36303499 36304924 - -ENSG00000137075.17 RNF38 chr9 36336396 36487548 - -ENSG00000280576.1 AL354932.1 chr9 36499976 36500116 - -ENSG00000165304.7 MELK chr9 36572862 36677683 + -ENSG00000266255.1 MIR4475 chr9 36823539 36823599 - -ENSG00000196092.12 PAX5 chr9 36833275 37034185 - -ENSG00000258885.1 RP11-344B23.2 chr9 36856555 36861375 + -ENSG00000264922.1 MIR4540 chr9 36864254 36864308 - -ENSG00000265368.1 MIR4476 chr9 36893462 36893531 - -ENSG00000250850.2 RP11-297B17.3 chr9 37002697 37008040 + -ENSG00000125385.9 RP11-297B17.2 chr9 37046835 37047237 + -ENSG00000232920.1 LINC01400 chr9 37073531 37075792 - -ENSG00000260100.1 RP11-220I1.5 chr9 37078813 37079776 - -ENSG00000281649.1 EBLN3 chr9 37079857 37090507 + -ENSG00000233242.2 RP11-220I1.2 chr9 37112548 37115490 - -ENSG00000147905.17 ZCCHC7 chr9 37120539 37358149 + -ENSG00000200502.1 Y_RNA chr9 37160137 37160237 + -ENSG00000228292.1 RP11-220I1.4 chr9 37205112 37205368 - -ENSG00000216070.1 AL158155.1 chr9 37296023 37296104 - -ENSG00000206784.1 Y_RNA chr9 37322259 37322371 + -ENSG00000252723.2 RNU6-677P chr9 37333857 37333957 - -ENSG00000224648.1 RP11-397D12.4 chr9 37383178 37384434 - -ENSG00000137106.17 GRHPR chr9 37422666 37436990 + -ENSG00000236156.2 CHCHD4P3 chr9 37434177 37434586 + -ENSG00000168795.4 ZBTB5 chr9 37438114 37465399 - -ENSG00000187988.5 KCTD9P3 chr9 37477149 37478317 + -ENSG00000137054.15 POLR1E chr9 37485935 37503697 + -ENSG00000230188.1 RP11-405L18.4 chr9 37490421 37490893 - -ENSG00000234160.1 RP11-613M10.6 chr9 37509150 37510299 + -ENSG00000147912.12 FBXO10 chr9 37510892 37576349 - -ENSG00000256966.6 RP11-613M10.8 chr9 37512547 37592469 - -ENSG00000175768.12 TOMM5 chr9 37582646 37592642 - -ENSG00000255872.3 RP11-613M10.9 chr9 37588413 38068687 - -ENSG00000233111.1 RAB1C chr9 37636688 37637293 - -ENSG00000070601.9 FRMPD1 chr9 37651000 37746904 + -ENSG00000201287.1 RN7SKP171 chr9 37661747 37662049 - -ENSG00000165275.9 TRMT10B chr9 37753803 37778972 + -ENSG00000107371.12 EXOSC3 chr9 37766978 37801437 - -ENSG00000122741.15 DCAF10 chr9 37800502 37867666 + -ENSG00000232454.2 RP11-3J10.7 chr9 37836044 37836394 + -ENSG00000226055.2 PAICSP1 chr9 37878116 37879493 + -ENSG00000122696.12 SLC25A51 chr9 37879400 37904353 - -ENSG00000213839.4 TMX2P1 chr9 37885683 37886390 + -ENSG00000107338.9 SHB chr9 37919134 38069211 - -ENSG00000251745.1 RNU7-124P chr9 37936707 37936768 - -ENSG00000277122.1 AL161448.1 chr9 38146494 38146578 + -ENSG00000200026.1 U8 chr9 38147428 38147561 + -ENSG00000223716.2 RP11-113O24.3 chr9 38360427 38376430 + -ENSG00000137124.6 ALDH1B1 chr9 38392664 38398661 + -ENSG00000137142.4 IGFBPL1 chr9 38408994 38424447 - -ENSG00000225254.2 ARMC8P1 chr9 38452782 38454070 - -ENSG00000215165.3 TCEA1P3 chr9 38478471 38479350 + -ENSG00000229511.1 GAS2L1P1 chr9 38486859 38488338 - -ENSG00000237487.1 VN1R48P chr9 38504447 38505482 - -ENSG00000243085.1 RP11-392E22.3 chr9 38526831 38527032 + -ENSG00000176007.10 FAM220BP chr9 38527097 38527912 + -ENSG00000273036.2 FAM95C chr9 38540567 38545372 - -ENSG00000273170.5 RP11-392E22.9 chr9 38540569 38577207 - -ENSG00000259898.1 CYP4F33P chr9 38542314 38542569 - -ENSG00000272934.1 RP11-392E22.10 chr9 38542389 38543215 - -ENSG00000272904.1 RP11-392E22.11 chr9 38542479 38568422 - -ENSG00000250989.1 RP11-392E22.5 chr9 38543104 38543446 - -ENSG00000180071.18 ANKRD18A chr9 38543253 38620660 - -ENSG00000225345.3 SNX18P3 chr9 38566260 38568211 - -ENSG00000204860.4 FAM201A chr9 38620474 38624990 + -ENSG00000237557.1 YWHABP1 chr9 38643042 38643768 + -ENSG00000252725.1 RNU6-765P chr9 38680006 38680104 + -ENSG00000228467.2 RP11-402N8.1 chr9 38804007 38851916 + -ENSG00000234680.1 VN2R3P chr9 39016969 39039594 + -ENSG00000106714.17 CNTNAP3 chr9 39072767 39288315 - -ENSG00000226625.1 RBM17P1 chr9 39154075 39155479 + -ENSG00000271454.1 RP11-290L7.5 chr9 39159071 39160319 + -ENSG00000243695.1 RP11-290L7.3 chr9 39173794 39174513 - -ENSG00000278825.1 RN7SL640P chr9 39191100 39191360 + -ENSG00000204849.7 SPATA31A1 chr9 39355669 39361959 + -ENSG00000277024.1 RP11-347J14.4 chr9 39359890 39369105 - -ENSG00000215112.6 FAM74A1 chr9 39371065 39376916 + -ENSG00000224038.1 RP11-347J14.8 chr9 39384506 39405305 - -ENSG00000231140.3 RP11-347J14.7 chr9 39395737 39397406 - -ENSG00000198416.9 ZNF658B chr9 39443815 39508885 - -ENSG00000229707.1 SKP1P3 chr9 39485379 39485865 + -ENSG00000269692.1 FKBP4P2 chr9 39631046 39632416 + -ENSG00000273994.1 SDR42E1P1 chr9 39651901 39652377 - -ENSG00000234720.3 ATP5A1P8 chr9 39654241 39655531 - -ENSG00000226108.2 RAB28P1 chr9 39734670 39735628 + -ENSG00000232239.2 RBPJP5 chr9 39739747 39741193 - -ENSG00000278175.2 GLIDR chr9 39807361 39810063 - -ENSG00000229273.1 RP11-104G3.2 chr9 39809562 39810019 + -ENSG00000204837.3 RP11-204M4.2 chr9 39817530 39818923 - -ENSG00000276692.1 RP11-104G3.7 chr9 39873931 39874390 - -ENSG00000277774.1 RN7SL763P chr9 39886861 39887144 - -ENSG00000252724.1 SNORA70 chr9 39892446 39892540 + -ENSG00000232798.1 RP11-204M4.1 chr9 39892550 39892895 + -ENSG00000184961.5 AL772307.1 chr9 39983821 39984401 - -ENSG00000237846.1 RP11-216M21.1 chr9 40105822 40106527 + -ENSG00000230804.2 C2orf27AP3 chr9 40121962 40122540 + -ENSG00000228136.1 RP11-216M21.5 chr9 40130921 40153147 + -ENSG00000236966.1 RP11-216M21.4 chr9 40131747 40132218 + -ENSG00000183148.6 ANKRD20A2 chr9 40223285 40266392 + -ENSG00000212441.1 RNU6-1269P chr9 40233923 40234029 + -ENSG00000240240.8 RP11-146D12.2 chr9 40264971 40329221 + -ENSG00000234812.1 RP11-146D12.6 chr9 40291275 40291502 - -ENSG00000231390.1 SNX18P8 chr9 40293082 40293955 + -ENSG00000223839.7 FAM95B1 chr9 40321299 40329221 + -ENSG00000224681.1 RP11-146D12.5 chr9 40332995 40333460 - -ENSG00000227069.1 CNN2P2 chr9 40346144 40347052 - -ENSG00000232433.2 GXYLT1P3 chr9 40348599 40349791 + -ENSG00000274157.1 RP11-341A11.3 chr9 40358454 40358682 + -ENSG00000278122.1 AQP7P3 chr9 40481558 40497592 - -ENSG00000274067.1 ABC12-47964100C23.1 chr9 40481559 40497591 - -ENSG00000184906.9 AC129778.2 chr9 40497850 40566779 + -ENSG00000276500.1 BMS1P14 chr9 40505399 40566281 - -ENSG00000276266.1 CH17-80A12.1 chr9 40611252 40622155 - -ENSG00000225380.4 IGKV1OR9-2 chr9 40641841 40642117 - -ENSG00000273743.1 FP325318.1 chr9 40685887 40685968 - -ENSG00000276963.1 RP11-318K12.1 chr9 40755407 40767875 - -ENSG00000278331.1 RNU6-156P chr9 40759600 40759706 - -ENSG00000275390.1 RP11-318K12.2 chr9 40767870 40806344 + -ENSG00000276868.1 RP11-318K12.3 chr9 40883634 40883763 + -ENSG00000274550.1 AL353626.1 chr9 40905509 40905584 - -ENSG00000275704.1 FP565210.1 chr9 40915323 40915405 - -ENSG00000278366.1 AL353763.1 chr9 40928770 40928852 - -ENSG00000275377.1 MIR1299 chr9 40929010 40929092 - -ENSG00000276291.4 RP11-87H9.2 chr9 40992249 41217197 + -ENSG00000277778.1 PGM5P2 chr9 41006999 41074617 - -ENSG00000280077.1 RP11-87H9.4 chr9 41012231 41014133 + -ENSG00000279456.1 RP11-87H9.5 chr9 41061290 41062917 + -ENSG00000225655.5 PGM5-AS1 chr9 41073710 41076392 + -ENSG00000276462.1 BX255923.3 chr9 41100794 41106229 - -ENSG00000273514.1 FOXD4L6 chr9 41126430 41128463 - -ENSG00000215126.10 CBWD7 chr9 41131306 41199261 - -ENSG00000276029.1 MIR4477A chr9 41233755 41233835 + -ENSG00000277049.1 5S_rRNA chr9 41237440 41237557 - -ENSG00000279561.2 RP11-4L24.4 chr9 41269916 41273997 - -ENSG00000275450.1 RP11-4L24.3 chr9 41276280 41282846 + -ENSG00000278647.1 CDK2AP2P1 chr9 41280460 41280787 + -ENSG00000274680.1 MYO5BP1 chr9 41292887 41294125 + -ENSG00000276502.1 RP11-187C18.5 chr9 41310816 41332962 - -ENSG00000276832.1 RP11-187C18.4 chr9 41341000 41342041 - -ENSG00000275160.1 RP11-187C18.3 chr9 41479960 41480548 + -ENSG00000277340.1 RP11-157L3.3 chr9 41573156 41573453 - -ENSG00000276094.1 SNORA70 chr9 41573512 41573606 - -ENSG00000276562.1 RN7SL565P chr9 41578903 41579186 + -ENSG00000275493.1 FAM27D1 chr9 41644430 41644770 - -ENSG00000278077.1 RP11-157L3.10 chr9 41644771 41644981 + -ENSG00000278054.1 RP11-34H11.3 chr9 41647825 41648035 - -ENSG00000276135.1 FAM27E2 chr9 41648023 41648425 + -ENSG00000276412.1 RP11-157L3.9 chr9 41651935 41652172 - -ENSG00000277979.1 RP11-157L3.6 chr9 41652895 41652973 - -ENSG00000275239.4 RP11-157L3.12 chr9 41657708 41699072 - -ENSG00000278028.1 Y_RNA chr9 41672295 41672406 - -ENSG00000274688.1 RP11-34H11.6 chr9 41700480 41700696 - -ENSG00000278001.1 RP11-157L3.11 chr9 41700682 41701096 + -ENSG00000275297.1 RP11-292F9.1 chr9 41760088 41764175 + -ENSG00000154529.14 CNTNAP3B chr9 41890314 42129510 - -ENSG00000237207.2 RBM17P3 chr9 41974362 41975768 + -ENSG00000270909.1 RP11-24B13.2 chr9 41979352 41983753 + -ENSG00000273717.1 RN7SL343P chr9 42011350 42011610 + -ENSG00000185775.9 SPATA31A6 chr9 42183659 42189882 + -ENSG00000239986.2 RP11-366N18.2 chr9 42196333 42196662 - -ENSG00000277260.1 FAM74A7 chr9 42199000 42204988 + -ENSG00000276277.1 RP11-366N18.5 chr9 42213841 42213918 - -ENSG00000275649.1 RP11-286O1.1 chr9 42231811 42354454 + -ENSG00000268234.1 FKBP4P6 chr9 42384805 42386136 + -ENSG00000277213.1 RP11-286O1.2 chr9 42408526 42409006 - -ENSG00000234861.2 ATP5A1P1 chr9 42410830 42412150 - -ENSG00000227353.1 RAB28P3 chr9 42492663 42493570 + -ENSG00000227924.2 RBPJP6 chr9 42497704 42499134 - -ENSG00000237357.2 RP11-475I24.3 chr9 42566679 42569353 - -ENSG00000212952.6 RP11-475I24.9 chr9 42568865 42569315 + -ENSG00000229311.1 RP11-475I24.8 chr9 42579414 42586534 - -ENSG00000204816.5 RP11-475I24.1 chr9 42625436 42626813 + -ENSG00000230245.2 RP11-475I24.7 chr9 42636788 42637139 - -ENSG00000216829.6 RP11-175I6.1 chr9 42667506 42668887 - -ENSG00000233424.2 RP11-175I6.5 chr9 42707800 42714539 + -ENSG00000204818.4 ADGRF5P2 chr9 42795392 42800672 + -ENSG00000224537.1 MEP1AP4 chr9 42817105 42823213 - -ENSG00000236816.2 ANKRD20A7P chr9 42852675 42894751 + -ENSG00000238529.1 RNU6-599P chr9 42863200 42863306 + -ENSG00000170165.5 CR848007.2 chr9 42901238 42920095 + -ENSG00000273900.1 RP11-459O16.7 chr9 42921443 42921670 - -ENSG00000275144.1 SNX18P5 chr9 42923277 42924144 + -ENSG00000230635.2 CYP4F60P chr9 42950566 42951630 + -ENSG00000229079.1 CR848007.5 chr9 42959280 42960066 - -ENSG00000213816.3 CNN2P4 chr9 42972386 42973289 - -ENSG00000276591.1 GXYLT1P5 chr9 42974855 42978320 + -ENSG00000277697.1 RP11-459O16.9 chr9 42978851 42979918 + -ENSG00000276128.1 RP11-459O16.8 chr9 42981772 42988167 + -ENSG00000277737.2 FP325317.1 chr9 43109628 43127172 - -ENSG00000274431.1 BX088702.1 chr9 60519734 60519817 + -ENSG00000276235.1 BX088702.2 chr9 60521458 60521541 + -ENSG00000277648.1 BX088702.3 chr9 60522897 60522978 + -ENSG00000277886.1 BX088702.4 chr9 60523280 60523362 + -ENSG00000277598.1 RP11-49E18.1 chr9 60546920 60547154 - -ENSG00000276581.2 SPATA31A5 chr9 60914374 60920650 + -ENSG00000275628.1 RP11-144A16.6 chr9 60918581 60927822 - -ENSG00000274916.1 RP11-144A16.5 chr9 60927098 60927491 - -ENSG00000274516.1 FAM74A6 chr9 60929774 60936746 + -ENSG00000273676.1 RP11-144A16.3 chr9 60929927 60930407 + -ENSG00000276422.1 RP11-144A16.8 chr9 60943311 60964185 - -ENSG00000278485.1 RP11-144A16.4 chr9 60944555 60944636 - -ENSG00000276040.4 SPATA31A7 chr9 61190003 61196280 + -ENSG00000277412.1 RP11-101E5.6 chr9 61194211 61203446 - -ENSG00000276149.1 RP11-101E5.2 chr9 61202718 61203087 - -ENSG00000274583.1 FAM74A4 chr9 61205258 61212373 + -ENSG00000275676.1 RP11-101E5.1 chr9 61229913 61231863 - -ENSG00000276522.1 RN7SL462P chr9 61427617 61427877 - -ENSG00000277109.1 RP11-160N1.11 chr9 61581813 61582675 + -ENSG00000231248.2 RP11-160N1.9 chr9 61615876 61627683 + -ENSG00000238933.1 Y_RNA chr9 61642383 61642494 + -ENSG00000204814.5 RP11-160N1.10 chr9 61659733 61662690 + -ENSG00000231454.2 RP11-160N1.8 chr9 61665579 61666386 + -ENSG00000273940.1 RN7SL722P chr9 61789143 61789426 + -ENSG00000154537.4 FAM27C chr9 61854162 61855331 + -ENSG00000277624.1 RP11-374M1.11 chr9 61858710 61858908 + -ENSG00000170152.4 RP11-374M1.7 chr9 61861853 61862567 - -ENSG00000204805.8 FAM27E4 chr9 61861995 61862336 + -ENSG00000235659.1 RP11-374M1.5 chr9 61865755 61866965 - -ENSG00000223379.1 RP11-374M1.4 chr9 61868727 61887084 + -ENSG00000238749.1 Y_RNA chr9 61883640 61883751 - -ENSG00000229697.2 RP11-374M1.3 chr9 61898805 61911022 - -ENSG00000276795.1 RP11-374M1.10 chr9 61912704 61913115 + -ENSG00000276845.1 RP11-374M1.9 chr9 61944232 61945136 - -ENSG00000231527.5 RP11-374M1.2 chr9 61972240 61976380 + -ENSG00000231838.1 RP11-449H15.2 chr9 62028426 62076349 + -ENSG00000231995.2 RP11-111F5.2 chr9 62266319 62266919 + -ENSG00000231212.1 RP11-111F5.3 chr9 62349941 62351536 - -ENSG00000236450.1 RP11-111F5.1 chr9 62357834 62358140 - -ENSG00000252133.1 SNORA70 chr9 62358191 62358285 - -ENSG00000275230.1 RN7SL544P chr9 62363581 62363864 + -ENSG00000204802.3 RP11-111F5.4 chr9 62374128 62376836 - -ENSG00000227449.8 RP11-111F5.5 chr9 62376161 62435199 + -ENSG00000233651.2 RP11-111F5.8 chr9 62387171 62394004 - -ENSG00000226429.2 RP11-111F5.6 chr9 62395370 62395678 - -ENSG00000224603.1 RP11-96J15.1 chr9 62444256 62444634 - -ENSG00000204801.7 RP11-96J15.2 chr9 62474948 62476333 - -ENSG00000232827.2 LINC01189 chr9 62515191 62522018 + -ENSG00000226007.2 RP11-211N8.2 chr9 62532337 62534724 + -ENSG00000212951.5 RP11-211N8.3 chr9 62532397 62532853 - -ENSG00000278213.1 CNTNAP3P5 chr9 62559839 62569907 + -ENSG00000234217.2 RBPJP7 chr9 62601226 62602672 + -ENSG00000236825.2 RAB28P2 chr9 62606797 62607748 - -ENSG00000234451.1 RP11-211N8.6 chr9 62609725 62610799 - -ENSG00000241571.2 ATP5A1P7 chr9 62686912 62688190 + -ENSG00000234276.1 BX664724.4 chr9 62690033 62690534 + -ENSG00000235256.1 FKBP4P7 chr9 62710036 62711398 - -ENSG00000238113.6 LINC01410 chr9 62801461 62813486 + -ENSG00000202474.1 RNA5SP283 chr9 62802320 62802438 - -ENSG00000229422.1 RP11-262H14.5 chr9 62837748 62838372 - -ENSG00000184523.3 PTGER4P2 chr9 62843919 62844170 + -ENSG00000237451.3 CDK2AP2P2 chr9 62844818 62845184 + -ENSG00000234665.8 RP11-262H14.3 chr9 62856999 62898087 - -ENSG00000238245.2 MYO5BP2 chr9 62857208 62858484 + -ENSG00000227582.2 ADGRF5P1 chr9 62860873 62864957 - -ENSG00000219693.3 RP11-262H14.11 chr9 62888535 62889921 + -ENSG00000170161.6 RP11-262H14.4 chr9 62897449 62900104 + -ENSG00000273509.1 CNTNAP3P1 chr9 62924911 62934964 + -ENSG00000244081.1 RP11-350D23.4 chr9 63025597 63025993 + -ENSG00000198312.4 BMS1P9 chr9 63055641 63059217 + -ENSG00000182021.9 RP11-381O7.3 chr9 63111255 63127100 - -ENSG00000176115.9 AQP7P4 chr9 63127359 63143401 + -ENSG00000265285.1 AL591379.1 chr9 63189961 63190027 + -ENSG00000186466.5 AQP7P1 chr9 63317067 63333091 - -ENSG00000228522.2 RP11-236F9.2 chr9 63330326 63343660 + -ENSG00000237238.2 BMS1P10 chr9 63372803 63380011 - -ENSG00000276059.1 FO203515.1 chr9 63485285 63485366 - -ENSG00000233555.2 RP11-452D2.1 chr9 63581254 63581834 - -ENSG00000234042.1 RP11-452D2.2 chr9 63703065 63703755 + -ENSG00000268951.1 RP11-149F8.3 chr9 63719864 63720441 + -ENSG00000224267.1 RP11-149F8.5 chr9 63728877 63744910 + -ENSG00000225360.1 RP11-149F8.4 chr9 63729702 63730173 + -ENSG00000228656.1 MYO5BP3 chr9 63761546 63762824 - -ENSG00000226020.4 CDK2AP2P3 chr9 63774870 63775241 - -ENSG00000239684.2 PTGER4P3 chr9 63775892 63776143 - -ENSG00000225411.2 RP11-764K9.1 chr9 63802144 63814159 - -ENSG00000207277.1 RNA5SP284 chr9 63813190 63813307 + -ENSG00000232815.1 DUX4L50 chr9 63817748 63818462 - -ENSG00000266017.1 MIR4477B chr9 63819574 63819654 + -ENSG00000215548.2 RP11-764K9.4 chr9 63832127 63859641 - -ENSG00000204790.9 BX255923.2 chr9 63974762 64004155 - -ENSG00000275068.1 U6 chr9 64082429 64082534 + -ENSG00000172014.12 ANKRD20A4 chr9 64369394 64413142 + -ENSG00000238551.1 RNU6-1193P chr9 64380194 64380300 + -ENSG00000224185.1 SNX18P9 chr9 64439346 64440180 + -ENSG00000229156.1 RP11-250H24.2 chr9 64462819 64463196 + -ENSG00000224106.1 CYP4F25P chr9 64465463 64466498 + -ENSG00000224762.1 CR769776.3 chr9 64473040 64473826 - -ENSG00000235832.2 CNN2P3 chr9 64486164 64487069 - -ENSG00000235310.1 GXYLT1P6 chr9 64488600 64489786 + -ENSG00000277869.1 RP11-250H24.7 chr9 64498517 64498745 + -ENSG00000181997.8 AQP7P2 chr9 64621560 64637586 - -ENSG00000176134.5 RP11-574E24.3 chr9 64637845 64652556 + -ENSG00000225883.2 BMS1P11 chr9 64705734 64709311 - -ENSG00000235932.2 RP11-250H24.6 chr9 64737403 64737755 - -ENSG00000156755.10 IGKV1OR-2 chr9 64765054 64765535 - -ENSG00000239028.1 AL359955.1 chr9 64809342 64809423 - -ENSG00000271225.1 BNIP3P4 chr9 64810865 64811429 - -ENSG00000197550.3 RP11-460N11.2 chr9 64817870 64836341 + -ENSG00000223602.2 AC125634.1 chr9 64878790 64889063 - -ENSG00000206804.1 RNU6-1293P chr9 64880369 64880475 - -ENSG00000224599.1 BMS1P12 chr9 65189995 65193610 - -ENSG00000236252.2 RP11-15J10.8 chr9 65219987 65230861 - -ENSG00000267085.1 RP11-15J10.9 chr9 65222522 65222777 - -ENSG00000204780.5 IGKV1OR9-1 chr9 65250543 65250826 - -ENSG00000204779.2 FOXD4L5 chr9 65282101 65285209 - -ENSG00000204778.4 RP11-15J10.1 chr9 65287914 65323015 - -ENSG00000276723.1 Y_RNA chr9 65573384 65573495 + -ENSG00000280286.1 ABC14-1080714F14.1 chr9 65646982 65652679 - -ENSG00000147996.16 CBWD5 chr9 65668805 65734041 + -ENSG00000184659.5 FOXD4L4 chr9 65736555 65738784 + -ENSG00000204776.6 IGKV1OR-3 chr9 65770955 65771434 + -ENSG00000237904.2 RP11-460E7.9 chr9 65798726 65799124 + -ENSG00000235893.5 RP11-460E7.8 chr9 65816932 65817472 - -ENSG00000231701.1 BMS1P13 chr9 65828120 65831696 + -ENSG00000279955.3 RP11-1221G12.2 chr9 65865190 65877274 - -ENSG00000279688.1 AQP7P3 chr9 65878766 65894790 + -ENSG00000274893.1 RP11-15E1.5 chr9 66014525 66020816 - -ENSG00000273668.1 RP11-15E1.4 chr9 66017643 66017868 - -ENSG00000275026.1 GXYLT1P4 chr9 66022661 66027719 - -ENSG00000278068.1 RP11-15E1.6 chr9 66029264 66030169 + -ENSG00000278720.1 RP11-399F4.1 chr9 66042646 66043342 + -ENSG00000274628.4 FAM95B1 chr9 66047084 66055006 - -ENSG00000229146.2 SNX18P4 chr9 66082350 66083187 - -ENSG00000276257.1 RP11-327I22.3 chr9 66084804 66085031 + -ENSG00000276203.4 ANKRD20A3 chr9 66106815 66153135 - -ENSG00000275030.1 RNU6-538P chr9 66142221 66142327 - -ENSG00000278849.1 RP11-327I22.5 chr9 66159954 66179430 - -ENSG00000233765.1 RP11-154P18.2 chr9 66253424 66254464 - -ENSG00000274181.1 RBPJP2 chr9 66635754 66637197 + -ENSG00000276894.1 RAB28P4 chr9 66641314 66642277 - -ENSG00000277297.1 ATP5A1P10 chr9 66721158 66722760 + -ENSG00000273849.1 ATP5A1P10 chr9 66724584 66725064 + -ENSG00000276457.1 FKBP4P8 chr9 66744561 66745929 - -ENSG00000274349.4 ZNF658 chr9 66856426 66932141 + -ENSG00000277490.1 RP11-1082I11.2 chr9 66879454 66879940 - -ENSG00000277350.1 RP11-395E19.6 chr9 66942703 66952344 + -ENSG00000276039.1 RP11-395E19.5 chr9 66962271 66962348 + -ENSG00000274355.1 FAM74A3 chr9 66976520 66976991 - -ENSG00000276348.1 RP11-395E19.2 chr9 66979132 66988373 + -ENSG00000274820.1 RP11-395E19.4 chr9 66979460 66979862 + -ENSG00000275969.2 SPATA31A3 chr9 66986304 66992583 - -ENSG00000276386.1 CNTNAP3P2 chr9 67059560 67293468 + -ENSG00000274852.1 RN7SL422P chr9 67175775 67176035 - -ENSG00000277575.1 RP11-292B8.2 chr9 67203635 67208072 - -ENSG00000273999.1 RBM17P2 chr9 67211663 67213067 - -ENSG00000276204.1 RP11-203I2.2 chr9 67328207 67329404 - -ENSG00000276898.1 RP11-118H15.1 chr9 67512034 67515393 - -ENSG00000275904.1 Y_RNA chr9 67697076 67697187 + -ENSG00000277208.1 RP11-12A20.11 chr9 67713910 67713967 + -ENSG00000275614.1 RP11-12A20.12 chr9 67714723 67714914 + -ENSG00000274026.1 FAM27E3 chr9 67717411 67719178 - -ENSG00000278735.1 RP11-12A20.10 chr9 67718821 67719022 + -ENSG00000274100.1 FAM27AP1 chr9 67721884 67722094 - -ENSG00000278134.1 RP11-12A20.4 chr9 67722083 67722683 + -ENSG00000276032.1 RP11-12A20.6 chr9 67723736 67724105 + -ENSG00000278763.1 FAM27B chr9 67725690 67725902 - -ENSG00000274911.1 RP11-12A20.7 chr9 67725890 67726544 + -ENSG00000274098.1 RN7SL787P chr9 67791499 67791782 - -ENSG00000278010.1 SNORA70 chr9 67797087 67797181 + -ENSG00000277618.1 RP11-12A20.8 chr9 67797221 67797500 + -ENSG00000260691.5 ANKRD20A1 chr9 67859147 67902094 + -ENSG00000278551.1 RNU6-368P chr9 67869947 67870053 + -ENSG00000274869.1 RP11-195B21.3 chr9 67901099 67920634 + -ENSG00000226904.1 RP11-561O23.8 chr9 68228651 68229312 + -ENSG00000196873.15 CBWD3 chr9 68232003 68300015 + -ENSG00000279706.1 RP11-561O23.9 chr9 68250469 68251656 - -ENSG00000187559.5 FOXD4L3 chr9 68302867 68304905 + -ENSG00000234394.8 RP11-561O23.5 chr9 68306528 68330626 + -ENSG00000225337.1 RP11-561O23.7 chr9 68307393 68308445 + -ENSG00000154330.12 PGM5 chr9 68328308 68531061 + -ENSG00000224958.5 PGM5-AS1 chr9 68355189 68357852 - -ENSG00000233178.7 RP11-88I18.2 chr9 68393881 68406500 - -ENSG00000229019.1 RP11-88I18.3 chr9 68426843 68429369 + -ENSG00000181778.4 TMEM252 chr9 68536580 68540867 - -ENSG00000226337.3 RP11-274B18.4 chr9 68541036 68644442 + -ENSG00000234506.5 LINC01506 chr9 68543541 68546589 - -ENSG00000224025.2 RP11-274B18.3 chr9 68609125 68611984 + -ENSG00000107242.17 PIP5K1B chr9 68705414 69009176 + -ENSG00000187866.7 FAM122A chr9 68780055 68784608 + -ENSG00000236998.2 RP11-203L2.3 chr9 68788307 68789670 - -ENSG00000236733.1 RP11-203L2.4 chr9 68822403 68843275 - -ENSG00000207000.1 RNU6-820P chr9 68935873 68935979 - -ENSG00000165059.6 PRKACG chr9 69012505 69014113 - -ENSG00000165060.11 FXN chr9 69035259 69100178 + -ENSG00000270236.1 RP11-265B8.5 chr9 69107926 69108217 - -ENSG00000119139.16 TJP2 chr9 69121264 69255208 + -ENSG00000278910.3 BANCR chr9 69296682 69306977 - -ENSG00000135063.17 FAM189A2 chr9 69324572 69392455 + -ENSG00000107282.7 APBA1 chr9 69427530 69672306 - -ENSG00000243888.1 RP11-548B3.3 chr9 69428248 69428721 - -ENSG00000229312.2 RP11-470P21.2 chr9 69472466 69494513 + -ENSG00000261447.1 RP11-109D9.4 chr9 69672749 69673713 + -ENSG00000188647.12 PTAR1 chr9 69709522 69759959 - -ENSG00000225626.2 C9orf135-AS1 chr9 69818983 69820739 - -ENSG00000204711.8 C9orf135 chr9 69820793 69906232 + -ENSG00000241174.3 RN7SL570P chr9 69884363 69884654 - -ENSG00000204706.14 MAMDC2-AS1 chr9 70033921 70175888 - -ENSG00000165072.9 MAMDC2 chr9 70043581 70226970 + -ENSG00000222465.1 RNU2-5P chr9 70188571 70188750 - -ENSG00000268364.1 SMC5-AS1 chr9 70193997 70258866 - -ENSG00000236801.1 RPL24P8 chr9 70217195 70217668 + -ENSG00000198887.8 SMC5 chr9 70258962 70354888 + -ENSG00000274421.1 RP11-386J22.3 chr9 70310875 70312120 + -ENSG00000239180.1 Y_RNA chr9 70311607 70311701 - -ENSG00000119138.4 KLF9 chr9 70384597 70414624 - -ENSG00000083067.22 TRPM3 chr9 70529063 71446904 - -ENSG00000272232.2 RN7SL726P chr9 70579163 70579461 - -ENSG00000232086.1 RP11-141J10.1 chr9 70708047 70712863 + -ENSG00000223966.1 RP11-141J10.2 chr9 70726040 70730856 + -ENSG00000207935.2 MIR204 chr9 70809957 70810087 - -ENSG00000224437.2 PIGUP1 chr9 70916997 70917501 - -ENSG00000229814.1 RPL35AP21 chr9 71589601 71589933 + -ENSG00000135048.13 TMEM2 chr9 71683366 71816690 - -ENSG00000271166.1 RP11-409O11.3 chr9 71804283 71804826 + -ENSG00000107362.13 ABHD17B chr9 71862452 71910931 - -ENSG00000281760.1 AL138751.1 chr9 71897213 71897646 - -ENSG00000200922.1 Y_RNA chr9 71902455 71902550 - -ENSG00000155621.14 C9orf85 chr9 71911510 71986054 + -ENSG00000236060.2 HSPB1P1 chr9 72007881 72008136 - -ENSG00000204669.9 C9orf57 chr9 72051376 72072721 - -ENSG00000224820.2 BTF3P4 chr9 72107818 72108312 - -ENSG00000119125.16 GDA chr9 72114595 72257193 + -ENSG00000235523.1 RP11-63P12.7 chr9 72257336 72257783 + -ENSG00000233933.2 RP11-63P12.2 chr9 72275453 72275973 + -ENSG00000252428.1 RNA5SP285 chr9 72299720 72299838 - -ENSG00000225434.2 LINC01504 chr9 72305430 72343210 + -ENSG00000107372.12 ZFAND5 chr9 72351425 72365235 - -ENSG00000230003.2 RP11-217F16.1 chr9 72445754 72445969 - -ENSG00000225947.1 RP11-313E4.1 chr9 72470374 72471076 + -ENSG00000165091.15 TMC1 chr9 72521801 72836351 + -ENSG00000236862.1 RPS20P24 chr9 72655832 72656192 - -ENSG00000229753.1 RP11-28P17.3 chr9 72741152 72741617 - -ENSG00000236849.5 LINC01474 chr9 72871728 72874109 - -ENSG00000165092.12 ALDH1A1 chr9 72900662 73080442 - -ENSG00000228024.1 CYP1D1P chr9 73042745 73056528 + -ENSG00000135046.13 ANXA1 chr9 73151757 73170393 + -ENSG00000221110.1 AL449083.1 chr9 73291120 73291227 - -ENSG00000221844.2 DPP3P2 chr9 73474378 73476073 - -ENSG00000232590.1 RP11-128I7.1 chr9 73573615 73579498 + -ENSG00000236701.3 RP11-549A6.1 chr9 73648828 73649839 + -ENSG00000212454.1 RNA5SP286 chr9 73750972 73751077 - -ENSG00000223368.2 RP11-401G5.1 chr9 73870896 73873297 - -ENSG00000227809.1 RP11-171A24.2 chr9 74371531 74383530 + -ENSG00000224825.2 RORB-AS1 chr9 74485551 74499127 - -ENSG00000198963.10 RORB chr9 74497365 74693177 + -ENSG00000119121.21 TRPM6 chr9 74722495 74888094 - -ENSG00000202217.1 RN7SKP47 chr9 74799895 74800222 + -ENSG00000270954.1 RP11-174B4.2 chr9 74804473 74804773 + -ENSG00000281621.1 Y_RNA chr9 74847506 74847601 + -ENSG00000252758.1 RNU6-445P chr9 74857675 74857781 + -ENSG00000224297.2 RP11-197P3.1 chr9 74935176 74935696 + -ENSG00000135045.6 C9orf40 chr9 74946581 74952886 - -ENSG00000203321.2 C9orf41-AS1 chr9 74952968 74996293 + -ENSG00000156017.12 C9orf41 chr9 74981020 75028423 - -ENSG00000229587.2 RP11-197P3.5 chr9 75009828 75016036 - -ENSG00000278040.1 uc_338 chr9 75016681 75016848 - -ENSG00000106733.20 NMRK1 chr9 75060573 75088217 - -ENSG00000134996.11 OSTF1 chr9 75088543 75147265 + -ENSG00000200041.1 Y_RNA chr9 75181520 75181621 - -ENSG00000212316.1 RNU6-1228P chr9 75198071 75198177 + -ENSG00000235707.2 RP11-323A7.1 chr9 75401889 75402992 - -ENSG00000236376.1 RP11-470F18.1 chr9 75579669 75588548 + -ENSG00000280790.1 AL157883.1 chr9 75723745 75723830 - -ENSG00000234644.2 OTX2P1 chr9 75724222 75724575 - -ENSG00000099139.13 PCSK5 chr9 75890644 76362339 + -ENSG00000238826.1 AL359253.1 chr9 75912453 75912549 + -ENSG00000231137.1 RBM22P5 chr9 76286494 76288081 - -ENSG00000135002.11 RFK chr9 76385517 76394517 - -ENSG00000234618.1 RPSAP9 chr9 76398699 76399586 + -ENSG00000187210.12 GCNT1 chr9 76419850 76507416 + -ENSG00000233814.1 RP11-66C24.1 chr9 76419934 76420631 + -ENSG00000219149.4 RP11-214N16.2 chr9 76549282 76549771 - -ENSG00000241781.2 AL161626.1 chr9 76571815 76571871 + -ENSG00000106772.17 PRUNE2 chr9 76611376 76906087 - -ENSG00000265488.1 AL359314.1 chr9 76666086 76666171 + -ENSG00000225937.1 PCA3 chr9 76764436 76787569 + -ENSG00000274326.1 PCA3_1 chr9 76779657 76779917 + -ENSG00000277320.1 PCA3_2 chr9 76785782 76786190 + -ENSG00000230335.1 DNAJB5P1 chr9 76931261 76932066 - -ENSG00000236604.1 LYPLA2P3 chr9 76970322 76971028 + -ENSG00000229857.1 RP11-159H20.3 chr9 76992099 76993108 + -ENSG00000204612.1 FOXB2 chr9 77019655 77020953 + -ENSG00000232851.3 ATP5J2P3 chr9 77040416 77040673 + -ENSG00000233526.1 RFC5P1 chr9 77072100 77073295 + -ENSG00000232998.1 VPS13A-AS1 chr9 77176756 77177994 - -ENSG00000197969.11 VPS13A chr9 77177353 77421541 + -ENSG00000156049.6 GNA14 chr9 77423079 77648307 - -ENSG00000231373.1 GNA14-AS1 chr9 77456295 77526697 + -ENSG00000228248.1 NUTF2P3 chr9 77580245 77580628 + -ENSG00000201711.1 RNU6-1303P chr9 77635203 77635309 - -ENSG00000156052.10 GNAQ chr9 77716087 78031458 - -ENSG00000233457.1 RP11-336N8.1 chr9 78150532 78151193 - -ENSG00000222452.1 RN7SKP59 chr9 78165465 78165778 + -ENSG00000233947.1 RP11-336N8.2 chr9 78178263 78179512 + -ENSG00000228781.1 RP11-336N8.3 chr9 78180214 78180693 - -ENSG00000234819.1 RP11-336N8.4 chr9 78219120 78219357 + -ENSG00000148019.12 CEP78 chr9 78236062 78279690 + -ENSG00000135069.13 PSAT1 chr9 78297143 78330093 + -ENSG00000270627.1 RP11-216F5.1 chr9 78589158 78589539 + -ENSG00000237257.1 MTND2P8 chr9 78741720 78742744 - -ENSG00000226234.2 KRT18P24 chr9 79036413 79037568 - -ENSG00000260995.1 RP11-165H23.1 chr9 79135422 79145674 - -ENSG00000186940.6 CHCHD2P9 chr9 79391304 79391759 + -ENSG00000233086.7 RP11-375O18.2 chr9 79505804 79532342 - -ENSG00000106829.18 TLE4 chr9 79571773 79726882 + -ENSG00000240979.1 RP11-79D8.2 chr9 79726069 79726321 + -ENSG00000270691.1 RP11-403N16.5 chr9 79850871 79851498 + -ENSG00000238002.2 NPAP1P6 chr9 79863019 79866875 + -ENSG00000232494.1 RP11-403N16.2 chr9 79874696 79886678 - -ENSG00000260564.1 RP11-403N16.3 chr9 79889001 79892007 + -ENSG00000279715.1 RP11-403N16.4 chr9 79913269 79915736 + -ENSG00000280366.1 RP11-327L9.1 chr9 79975023 79990064 + -ENSG00000230945.1 LINC01507 chr9 80030579 80034555 + -ENSG00000236521.1 NPAP1P4 chr9 80357029 80360338 - -ENSG00000275603.1 AL390788.1 chr9 80396890 80396964 - -ENSG00000232981.1 RP11-117O7.2 chr9 80563571 80564630 - -ENSG00000225901.1 MTND2P9 chr9 80565032 80565962 - -ENSG00000221581.1 AL353707.1 chr9 80734242 80734329 - -ENSG00000234637.1 RPS19P6 chr9 80782338 80782770 - -ENSG00000226798.1 RP11-289F5.1 chr9 80869758 80871295 - -ENSG00000280565.1 AL354682.1 chr9 81009486 81009553 - -ENSG00000228375.1 RPS20P25 chr9 81410279 81410630 + -ENSG00000237072.1 RP11-232A1.2 chr9 81488308 81488837 + -ENSG00000196781.13 TLE1 chr9 81583683 81689305 - -ENSG00000233926.1 RP11-154D17.1 chr9 81689713 81776900 + -ENSG00000207206.1 RNU6-1035P chr9 81725243 81725349 - -ENSG00000263404.1 AL158154.1 chr9 81805996 81806081 - -ENSG00000252167.1 RNA5SP287 chr9 81885496 81885598 + -ENSG00000278507.1 AL158154.2 chr9 81887673 81887764 + -ENSG00000200969.1 SNORD95 chr9 81888918 81888985 + -ENSG00000240632.6 SPATA31D5P chr9 81913437 81919926 + -ENSG00000230846.1 RP11-383M4.2 chr9 81928021 81931368 - -ENSG00000189357.8 SPATA31D4 chr9 81928514 81934948 + -ENSG00000267559.5 RP11-383M4.6 chr9 81930226 81977089 - -ENSG00000186788.12 SPATA31D3 chr9 81943500 81995251 + -ENSG00000237770.2 SPATA31D2P chr9 81966564 81972130 + -ENSG00000214929.3 SPATA31D1 chr9 81988772 81995256 + -ENSG00000231649.3 SPATA31B1P chr9 82057647 82063682 - -ENSG00000230360.1 DDX10P2 chr9 82086155 82088768 - -ENSG00000235377.1 RP11-388B24.4 chr9 82130752 82131632 + -ENSG00000228430.8 RP11-15B24.5 chr9 82272756 82564432 + -ENSG00000225085.1 RP11-15B24.1 chr9 82405188 82406239 + -ENSG00000228046.2 RP11-15B24.2 chr9 82427350 82428025 - -ENSG00000228123.4 RP11-15B24.3 chr9 82431889 82432905 - -ENSG00000232749.2 RP11-15B24.4 chr9 82451656 82455225 + -ENSG00000278988.1 RP11-333B6.1 chr9 82543718 82544196 + -ENSG00000275270.1 AL133391.1 chr9 82705777 82705844 + -ENSG00000233309.1 RPS6P12 chr9 82744067 82744792 - -ENSG00000165105.9 RASEF chr9 82979585 83063177 - -ENSG00000251776.1 RN7SKP242 chr9 83200940 83201228 - -ENSG00000273806.1 RP11-439K3.4 chr9 83201957 83202065 + -ENSG00000229109.1 RP11-439K3.1 chr9 83219331 83234242 + -ENSG00000172159.15 FRMD3 chr9 83242990 83538546 - -ENSG00000251752.1 RNU4-29P chr9 83275941 83276114 + -ENSG00000237529.1 RP11-439K3.3 chr9 83276376 83279499 + -ENSG00000199483.1 RNU4-15P chr9 83596444 83596584 - -ENSG00000148057.15 IDNK chr9 83623049 83644130 + -ENSG00000135018.13 UBQLN1 chr9 83659963 83708203 - -ENSG00000254473.1 RP11-522I20.3 chr9 83707594 83713378 + -ENSG00000165113.12 GKAP1 chr9 83739421 83829516 - -ENSG00000226877.7 RP11-575L7.2 chr9 83829656 83837861 + -ENSG00000231616.8 RP11-575L7.4 chr9 83831586 83868532 + -ENSG00000165115.14 KIF27 chr9 83836698 83921465 - -ENSG00000165118.14 C9orf64 chr9 83938311 83956986 - -ENSG00000165119.18 HNRNPK chr9 83968083 83980616 - -ENSG00000207603.1 MIR7-1 chr9 83969748 83969857 - -ENSG00000235298.1 RP11-575L7.8 chr9 83972233 83975777 + -ENSG00000178966.15 RMI1 chr9 83980711 84004074 + -ENSG00000202523.1 Y_RNA chr9 83992932 83993033 + -ENSG00000227463.2 RP11-158D2.2 chr9 84063443 84094577 + -ENSG00000270166.1 RP11-158D2.1 chr9 84078584 84078857 + -ENSG00000197506.7 SLC28A3 chr9 84275457 84340683 - -ENSG00000233262.1 RP11-380F14.2 chr9 84278219 84290131 + -ENSG00000228095.3 RP11-361M4.1 chr9 84604111 84604425 - -ENSG00000148053.15 NTRK2 chr9 84668551 85027070 + -ENSG00000226590.1 UBE2V1P10 chr9 85159682 85159950 + -ENSG00000227412.1 STK33P1 chr9 85492579 85494094 + -ENSG00000135049.15 AGTPBP1 chr9 85546539 85742029 - -ENSG00000216181.2 AL157882.1 chr9 85668963 85669039 - -ENSG00000234424.2 RP11-213G2.1 chr9 85753306 85786575 + -ENSG00000229454.1 RP11-202I11.2 chr9 85756042 85765112 - -ENSG00000230303.5 RP11-213G2.2 chr9 85785722 85793480 - -ENSG00000165121.10 RP11-213G2.3 chr9 85815966 85849511 + -ENSG00000213711.3 PHBP7 chr9 85898903 85899716 + -ENSG00000231741.2 RP11-213G2.5 chr9 85934588 85936599 + -ENSG00000135040.15 NAA35 chr9 85941146 86022298 + -ENSG00000135052.16 GOLM1 chr9 86026146 86100173 - -ENSG00000233713.2 RP11-379P1.4 chr9 86132622 86132851 + -ENSG00000187753.12 C9orf153 chr9 86220265 86259657 - -ENSG00000270688.1 RP11-507D14.4 chr9 86228815 86228983 + -ENSG00000223012.1 RN7SKP264 chr9 86258358 86258646 - -ENSG00000135070.13 ISCA1 chr9 86264546 86282538 - -ENSG00000083223.17 ZCCHC6 chr9 86287733 86354454 - -ENSG00000214908.3 RP11-229M1.2 chr9 86374966 86375706 - -ENSG00000235819.1 RP11-359J6.1 chr9 86414282 86414570 + -ENSG00000222293.1 RNU2-36P chr9 86422938 86423128 - -ENSG00000232211.1 RP11-395D3.1 chr9 86632147 86696496 + -ENSG00000180447.6 GAS1 chr9 86944363 86947189 - -ENSG00000226237.1 RP11-276H19.1 chr9 86948699 87002033 + -ENSG00000269994.1 RP11-276H19.2 chr9 87008455 87042126 - -ENSG00000231007.5 CDC20P1 chr9 87011652 87013151 + -ENSG00000224887.1 RP11-276H19.4 chr9 87084161 87085151 - -ENSG00000276743.1 AL513318.1 chr9 87113940 87114027 - -ENSG00000204446.4 C9orf170 chr9 87148644 87159556 + -ENSG00000212421.1 SNORA26 chr9 87260450 87260585 + -ENSG00000228373.2 RP11-497K15.1 chr9 87423634 87423893 + -ENSG00000196730.12 DAPK1 chr9 87497228 87708633 + -ENSG00000219928.2 RP11-40C6.2 chr9 87525302 87525475 + -ENSG00000236709.1 DAPK1-IT1 chr9 87553454 87554459 + -ENSG00000135047.14 CTSL chr9 87725519 87731393 + -ENSG00000237747.1 RP11-65B23.3 chr9 87741233 87741953 + -ENSG00000222408.1 AL160279.1 chr9 87744901 87744993 - -ENSG00000188029.8 CTSL3P chr9 87772453 87786884 + -ENSG00000276478.1 RP11-65B23.5 chr9 87799501 87821803 - -ENSG00000237743.3 FBP2P1 chr9 87810642 87837225 - -ENSG00000232743.2 XXyac-YM21GA2.1 chr9 87816465 87817970 + -ENSG00000277357.1 NPAP1P7 chr9 87825146 87825968 + -ENSG00000234575.1 CTSLP8 chr9 87844152 87847314 + -ENSG00000233884.1 XXyac-YM21GA2.3 chr9 87848113 87853442 - -ENSG00000214888.2 XXyac-YM21GA2.7 chr9 87857015 87859399 - -ENSG00000234460.1 XXyac-YM21GA2.4 chr9 87864166 87866290 + -ENSG00000177992.9 SPATA31E1 chr9 87882826 87888899 + -ENSG00000230246.7 SPATA31C1 chr9 87914493 87923505 + -ENSG00000238110.1 RP11-350E12.5 chr9 87944276 87945023 - -ENSG00000156345.17 CDK20 chr9 87966441 87974753 - -ENSG00000271923.1 RNU6-86P chr9 87998229 87998335 - -ENSG00000217716.3 RPS10P3 chr9 88016300 88016793 + -ENSG00000225385.3 RP11-350E12.4 chr9 88066915 88068037 + -ENSG00000177910.7 SPATA31C2 chr9 88129458 88138446 - -ENSG00000276535.1 RP11-345K9.3 chr9 88144851 88145850 - -ENSG00000279154.1 RP11-345K9.2 chr9 88177695 88178578 + -ENSG00000204429.4 RP11-1E11.1 chr9 88180673 88181447 + -ENSG00000229288.1 RP11-1E11.2 chr9 88187735 88190202 - -ENSG00000226327.3 RP11-350G13.1 chr9 88324454 88325339 + -ENSG00000106723.16 SPIN1 chr9 88388419 88478694 + -ENSG00000275017.1 RP11-317B17.4 chr9 88391362 88391832 - -ENSG00000227638.2 HNRNPA1P14 chr9 88410529 88411463 - -ENSG00000231804.1 RP11-317B17.3 chr9 88484852 88485325 - -ENSG00000130045.15 NXNL2 chr9 88535101 88584274 + -ENSG00000228189.4 RP13-60M5.2 chr9 88627189 88652160 - -ENSG00000265873.1 MIR4289 chr9 88745836 88745905 - -ENSG00000225856.2 PCNPP2 chr9 88970887 88971341 - -ENSG00000228658.1 RP11-791O21.5 chr9 88971638 88976298 + -ENSG00000186354.10 C9orf47 chr9 88990863 88996140 + -ENSG00000213694.3 S1PR3 chr9 88991447 89005010 + -ENSG00000148082.9 SHC3 chr9 89005771 89178767 - -ENSG00000224945.1 RP11-82L18.2 chr9 89088604 89109934 - -ENSG00000123975.4 CKS2 chr9 89311198 89316703 + -ENSG00000265112.1 MIR3153 chr9 89312225 89312306 + -ENSG00000187742.14 SECISBP2 chr9 89318506 89359662 + -ENSG00000187764.11 SEMA4D chr9 89360787 89498130 - -ENSG00000231799.2 RP13-93L13.2 chr9 89449558 89450754 + -ENSG00000225460.1 RP13-93L13.1 chr9 89472237 89472692 + -ENSG00000264913.1 AL590233.1 chr9 89497938 89498021 + -ENSG00000130222.10 GADD45G chr9 89605013 89606555 + -ENSG00000237372.2 UNQ6494 chr9 89639814 89719759 + -ENSG00000226206.1 RP5-1050E16.2 chr9 89799695 89821753 + -ENSG00000236507.1 RP5-1050E16.1 chr9 89801727 89803061 - -ENSG00000237626.1 RP11-406A20.1 chr9 89978282 89987486 + -ENSG00000227555.1 RP11-406A20.4 chr9 90020654 90041499 - -ENSG00000263967.1 MIR4290 chr9 90023441 90023535 - -ENSG00000234910.2 IL6RP1 chr9 90081297 90082569 - -ENSG00000278382.1 RP11-406A20.5 chr9 90108244 90108518 + -ENSG00000279503.1 RP11-30P16.1 chr9 90158028 90158646 + -ENSG00000185074.7 OR7E31P chr9 90216039 90216924 + -ENSG00000225072.1 OR7E116P chr9 90232185 90233141 + -ENSG00000231107.1 LINC01508 chr9 90300902 90433505 - -ENSG00000229613.1 LINC01501 chr9 90463524 90582744 - -ENSG00000165023.5 DIRAS2 chr9 90609832 90643104 - -ENSG00000236316.2 OR7E109P chr9 90742526 90743380 - -ENSG00000270432.1 OR7E108P chr9 90751240 90752230 - -ENSG00000165025.14 SYK chr9 90801787 90898549 + -ENSG00000228216.1 RP11-367F23.1 chr9 90957260 90965393 - -ENSG00000260454.1 RP11-367F23.2 chr9 90997054 91001871 + -ENSG00000230537.1 RP11-305L7.1 chr9 91104957 91107304 - -ENSG00000229694.6 RP11-305L7.6 chr9 91119062 91182762 + -ENSG00000237422.1 RP11-305L7.3 chr9 91119138 91163087 - -ENSG00000235641.4 LINC00484 chr9 91159573 91165658 + -ENSG00000230147.2 RP11-305L7.5 chr9 91169585 91170045 - -ENSG00000273381.1 RP11-305L7.7 chr9 91206175 91210299 - -ENSG00000148090.11 AUH chr9 91213815 91361913 - -ENSG00000165030.3 NFIL3 chr9 91409045 91423862 - -ENSG00000233081.1 RP11-440G5.2 chr9 91426238 91427144 + -ENSG00000169071.14 ROR2 chr9 91563091 91950162 - -ENSG00000228595.1 PAICSP2 chr9 91611343 91612492 + -ENSG00000266855.1 MIR3910-1 chr9 91636251 91636361 + -ENSG00000227399.1 RP11-118F2.2 chr9 92006062 92006544 + -ENSG00000237306.1 HSPE1P22 chr9 92027498 92027824 + -ENSG00000090054.13 SPTLC1 chr9 92031999 92115384 - -ENSG00000275756.1 RP11-100G15.12 chr9 92104425 92105451 + -ENSG00000232179.1 RP11-100G15.2 chr9 92108858 92108989 + -ENSG00000228069.1 RP11-100G15.3 chr9 92109013 92110095 + -ENSG00000238288.1 RP11-100G15.4 chr9 92110168 92110514 + -ENSG00000240791.1 RP11-100G15.5 chr9 92110575 92110868 + -ENSG00000227321.2 MTND4P15 chr9 92110865 92111897 + -ENSG00000234537.1 RP11-100G15.7 chr9 92132398 92138629 + -ENSG00000225511.6 LINC00475 chr9 92141298 92160114 + -ENSG00000236717.2 RP11-100G15.10 chr9 92150382 92157445 - -ENSG00000224809.2 BEND3P2 chr9 92171241 92173494 + -ENSG00000276717.1 RP11-62C3.10 chr9 92177235 92188652 - -ENSG00000236115.1 RP11-62C3.6 chr9 92205356 92210158 + -ENSG00000196305.17 IARS chr9 92210207 92293756 - -ENSG00000279007.1 FKSG56 chr9 92227001 92227375 + -ENSG00000281156.1 MIR3651 chr9 92292458 92292547 - -ENSG00000239183.1 SNORA84 chr9 92292461 92292593 - -ENSG00000198000.11 NOL8 chr9 92297358 92325636 - -ENSG00000188312.13 CENPP chr9 92325484 92620533 + -ENSG00000229530.1 RP11-62C3.8 chr9 92339658 92341663 - -ENSG00000106809.10 OGN chr9 92383967 92404696 - -ENSG00000127083.7 OMD chr9 92414245 92424461 - -ENSG00000106819.11 ASPN chr9 92456205 92482506 - -ENSG00000106823.12 ECM2 chr9 92493554 92536655 - -ENSG00000264158.1 MIR4670 chr9 92527984 92528058 - -ENSG00000225551.1 RP11-19J3.5 chr9 92539053 92539184 - -ENSG00000127080.9 IPPK chr9 92613184 92670265 - -ENSG00000213669.2 RP11-476B13.2 chr9 92676943 92677407 - -ENSG00000185963.13 BICD2 chr9 92711363 92764812 - -ENSG00000187984.12 ANKRD19P chr9 92809388 92888693 + -ENSG00000252772.1 RNU6-714P chr9 92820977 92821079 + -ENSG00000226721.2 EEF1DP2 chr9 92836826 92837668 - -ENSG00000275318.1 RP11-526D8.11 chr9 92840955 92841688 - -ENSG00000127081.13 ZNF484 chr9 92845031 92878038 - -ENSG00000226668.5 RP11-526D8.7 chr9 92882567 92899608 + -ENSG00000232843.2 SNX18P2 chr9 92893698 92894505 - -ENSG00000188101.5 ALOX15P2 chr9 92913156 92921560 + -ENSG00000127084.17 FGD3 chr9 92947451 93036236 + -ENSG00000157303.10 SUSD3 chr9 93058688 93085138 + -ENSG00000223446.1 RP11-274J16.5 chr9 93094939 93095529 - -ENSG00000165233.17 C9orf89 chr9 93096218 93113283 + -ENSG00000131669.9 NINJ1 chr9 93121489 93134288 - -ENSG00000203364.2 RP11-370F5.4 chr9 93147040 93148556 + -ENSG00000165238.16 WNK2 chr9 93184916 93320572 + -ENSG00000204352.2 C9orf129 chr9 93318199 93346414 - -ENSG00000200570.1 RNU6-829P chr9 93375556 93375667 + -ENSG00000201074.1 Y_RNA chr9 93417855 93417966 + -ENSG00000237385.1 RP11-165J3.5 chr9 93430342 93431299 - -ENSG00000227603.1 RP11-165J3.6 chr9 93435332 93437121 - -ENSG00000188938.15 FAM120AOS chr9 93446494 93453592 - -ENSG00000048828.16 FAM120A chr9 93451722 93566107 + -ENSG00000197724.10 PHF2 chr9 93576407 93679587 + -ENSG00000265347.1 MIR4291 chr9 93819357 93819421 + -ENSG00000231990.1 RP11-53B5.1 chr9 93857083 93858333 + -ENSG00000131668.13 BARX1 chr9 93951622 93955372 - -ENSG00000235601.1 BARX1-AS1 chr9 93955597 93959140 + -ENSG00000158079.14 PTPDC1 chr9 94030794 94109856 + -ENSG00000227666.1 CYCSP24 chr9 94038030 94038345 + -ENSG00000269946.1 RP11-2B6.3 chr9 94166289 94200627 + -ENSG00000199165.2 MIRLET7A1 chr9 94175952 94176043 + -ENSG00000199072.2 MIRLET7F1 chr9 94176333 94176442 + -ENSG00000269929.1 RP11-2B6.2 chr9 94176458 94177892 + -ENSG00000230262.6 MIRLET7DHG chr9 94176602 94204568 - -ENSG00000199133.2 MIRLET7D chr9 94178826 94178930 + -ENSG00000175787.16 ZNF169 chr9 94259311 94301454 + -ENSG00000237679.2 VDAC1P11 chr9 94287699 94288550 - -ENSG00000130950.13 NUTM2F chr9 94318196 94328644 - -ENSG00000232063.1 RP11-307E17.8 chr9 94332476 94360948 + -ENSG00000224815.3 RP11-307E17.9 chr9 94338347 94338733 - -ENSG00000148110.15 HIATL1 chr9 94374551 94461042 + -ENSG00000278486.1 YRDCP1 chr9 94432631 94433273 - -ENSG00000224245.1 RP11-533K9.3 chr9 94496275 94512879 + -ENSG00000202445.1 RNU6-669P chr9 94507738 94507844 + -ENSG00000231806.2 PCAT7 chr9 94555069 94568127 + -ENSG00000130957.4 FBP2 chr9 94558720 94593793 - -ENSG00000165140.9 FBP1 chr9 94603133 94640249 - -ENSG00000148120.14 C9orf3 chr9 94726701 95087218 + -ENSG00000252153.1 MIR2278 chr9 94809962 94810057 + -ENSG00000230815.1 RP11-49O14.3 chr9 94824272 94824773 + -ENSG00000236095.1 RP11-49O14.2 chr9 94900429 94904754 + -ENSG00000224764.1 RP11-54O15.3 chr9 94928551 94934946 - -ENSG00000274115.1 MIR6081 chr9 95065350 95065446 + -ENSG00000207563.1 MIR23B chr9 95085208 95085304 + -ENSG00000207864.2 MIR27B chr9 95085435 95085542 + -ENSG00000207617.3 MIR3074 chr9 95086012 95086096 - -ENSG00000158169.11 FANCC chr9 95099054 95317709 - -ENSG00000229065.1 RP11-80I15.4 chr9 95113708 95114461 + -ENSG00000223849.1 RP11-80I15.1 chr9 95123521 95123868 + -ENSG00000251884.1 RNA5SP288 chr9 95142449 95142541 - -ENSG00000230221.2 RP11-173G21.1 chr9 95292338 95294810 + -ENSG00000271384.1 RP11-435O5.7 chr9 95406990 95407662 - -ENSG00000213761.4 MT1P1 chr9 95413267 95413449 - -ENSG00000237857.2 RP11-435O5.2 chr9 95414834 95426796 - -ENSG00000185920.15 PTCH1 chr9 95442980 95517057 - -ENSG00000271314.1 RP11-435O5.6 chr9 95494924 95495379 + -ENSG00000271155.1 RP11-435O5.5 chr9 95506235 95507636 + -ENSG00000271659.1 RP11-435O5.4 chr9 95514045 95514520 + -ENSG00000229345.1 RP11-332M4.1 chr9 95599545 95606286 - -ENSG00000228142.2 RP11-180I4.2 chr9 95650154 95715718 + -ENSG00000227358.1 RP11-180I4.1 chr9 95652912 95653266 + -ENSG00000175611.11 LINC00476 chr9 95759231 95875977 - -ENSG00000268926.2 RP11-180I4.4 chr9 95772323 95774734 + -ENSG00000252847.1 RNU2-46P chr9 95859904 95860016 + -ENSG00000182150.15 ERCC6L2 chr9 95875701 96014571 + -ENSG00000199202.1 RNA5SP289 chr9 95905005 95905141 + -ENSG00000237631.2 RP11-72B4.2 chr9 95918136 95918704 + -ENSG00000225194.2 LINC00092 chr9 96019732 96027965 - -ENSG00000237212.1 RP11-569G13.2 chr9 96095211 96101912 + -ENSG00000201938.1 Y_RNA chr9 96103079 96103174 - -ENSG00000275465.4 RP11-569G13.3 chr9 96106661 96116411 - -ENSG00000224546.2 EIF4BP3 chr9 96146007 96147856 + -ENSG00000130948.9 HSD17B3 chr9 96235306 96302152 - -ENSG00000265367.1 AL160269.1 chr9 96235823 96235922 - -ENSG00000232283.1 RP11-240L7.4 chr9 96246462 96250393 + -ENSG00000207276.1 RNU6-1160P chr9 96256216 96256319 - -ENSG00000130958.11 SLC35D2 chr9 96320706 96383710 - -ENSG00000165244.6 ZNF367 chr9 96385941 96418329 - -ENSG00000238251.2 RP11-172F4.2 chr9 96407284 96407797 + -ENSG00000130956.13 HABP4 chr9 96450201 96491336 + -ENSG00000081377.16 CDC14B chr9 96490241 96619830 - -ENSG00000158122.11 AAED1 chr9 96639577 96655303 - -ENSG00000224848.1 RP11-535M15.1 chr9 96687056 96721121 + -ENSG00000233820.2 RP11-535M15.2 chr9 96725890 96727469 + -ENSG00000280644.1 AL589843.1 chr9 96729014 96729155 + -ENSG00000081386.12 ZNF510 chr9 96755865 96778129 - -ENSG00000196597.11 ZNF782 chr9 96816472 96875623 - -ENSG00000196312.11 HIATL2 chr9 96898066 97013580 - -ENSG00000269907.1 RP11-330M2.4 chr9 96910076 96910405 + -ENSG00000227257.1 RP11-330M2.3 chr9 96918928 96919318 + -ENSG00000188152.12 NUTM2G chr9 96928310 96940253 + -ENSG00000236745.2 YRDCP2 chr9 96954820 96955461 + -ENSG00000136943.10 CTSV chr9 97029679 97039643 - -ENSG00000197214.5 TCEA1P1 chr9 97067749 97068628 + -ENSG00000228376.3 GAS2L1P2 chr9 97075671 97081945 - -ENSG00000228038.1 VN1R51P chr9 97093694 97094638 - -ENSG00000213612.3 FAM220CP chr9 97121659 97122489 + -ENSG00000277103.1 RP11-520B13.8 chr9 97151894 97152694 - -ENSG00000159712.10 ANKRD18CP chr9 97156570 97221235 - -ENSG00000252721.1 RNU6-798P chr9 97192923 97193025 - -ENSG00000242375.1 RP11-498P14.3 chr9 97195351 97197687 - -ENSG00000188801.9 ZNF322P1 chr9 97198303 97199511 - -ENSG00000203279.3 RP11-498P14.5 chr9 97200475 97238700 - -ENSG00000235494.1 RP11-498P14.4 chr9 97233201 97235014 + -ENSG00000254876.5 RP11-23J9.5 chr9 97238449 97297314 + -ENSG00000255036.5 RP11-23J9.4 chr9 97238497 97377287 + -ENSG00000254483.1 RP11-23J9.6 chr9 97238645 97246184 + -ENSG00000254633.1 RP11-23J9.7 chr9 97276566 97295759 + -ENSG00000197816.13 CCDC180 chr9 97307304 97378524 + -ENSG00000221269.1 MIR1302-8 chr9 97363554 97363681 - -ENSG00000228957.1 RP11-23J9.3 chr9 97386240 97396112 - -ENSG00000196116.7 TDRD7 chr9 97411950 97496125 + -ENSG00000136842.13 TMOD1 chr9 97501180 97601748 + -ENSG00000228174.7 RP11-244N9.6 chr9 97512706 97517836 - -ENSG00000136925.14 TSTD2 chr9 97600080 97633575 - -ENSG00000136937.12 NCBP1 chr9 97633626 97673748 + -ENSG00000231521.1 RP11-244N9.4 chr9 97634515 97636051 - -ENSG00000136936.10 XPA chr9 97674909 97697357 - -ENSG00000214417.4 KRT18P13 chr9 97698922 97700734 + -ENSG00000266608.1 AL445531.1 chr9 97700234 97700325 + -ENSG00000260677.1 RP11-546O6.4 chr9 97743208 97744935 + -ENSG00000236130.1 PTCSC2 chr9 97805935 97810008 - -ENSG00000178919.8 FOXE1 chr9 97853254 97856715 + -ENSG00000136932.13 C9orf156 chr9 97904489 97922570 - -ENSG00000201830.1 Y_RNA chr9 97915690 97915796 + -ENSG00000136929.12 HEMGN chr9 97926791 97944856 - -ENSG00000136938.8 ANP32B chr9 97983361 98015943 + -ENSG00000236896.1 RP11-535C21.3 chr9 97986551 97987656 - -ENSG00000212521.1 RNU6-918P chr9 98032230 98032335 + -ENSG00000095380.10 NANS chr9 98056739 98083075 + -ENSG00000106785.14 TRIM14 chr9 98069275 98119212 - -ENSG00000274011.1 Metazoa_SRP chr9 98115885 98116135 + -ENSG00000106789.12 CORO2A chr9 98120975 98192640 - -ENSG00000095383.19 TBC1D2 chr9 98198999 98255721 - -ENSG00000278412.1 MIR6854 chr9 98229149 98229217 - -ENSG00000224001.2 RP11-270F18.2 chr9 98234709 98235567 + -ENSG00000136928.4 GABBR2 chr9 98288109 98709197 - -ENSG00000229897.2 SEPT7P7 chr9 98606833 98608133 + -ENSG00000281579.1 AL353782.2 chr9 98634605 98634730 + -ENSG00000273751.2 AL353782.1 chr9 98712730 98712814 - -ENSG00000165138.16 ANKS6 chr9 98731329 98796965 - -ENSG00000119514.6 GALNT12 chr9 98807699 98850081 + -ENSG00000267026.5 RP11-92C4.3 chr9 98847172 98872415 - -ENSG00000229338.1 RP11-92C4.4 chr9 98890590 98891937 + -ENSG00000204291.10 COL15A1 chr9 98943179 99070792 + -ENSG00000270412.1 RP11-92C4.6 chr9 98943337 98943775 - -ENSG00000264740.2 AL354923.1 chr9 99074120 99074230 - -ENSG00000106799.12 TGFBR1 chr9 99104038 99154192 + -ENSG00000252942.1 RNA5SP290 chr9 99145840 99145966 - -ENSG00000227269.1 RP11-96L7.2 chr9 99183373 99184891 + -ENSG00000240235.3 RN7SL794P chr9 99185587 99185866 - -ENSG00000119523.9 ALG2 chr9 99216426 99221956 - -ENSG00000106803.9 SEC61B chr9 99222064 99230615 + -ENSG00000222337.1 RN7SKP225 chr9 99284022 99284373 + -ENSG00000255815.3 KRT8P11 chr9 99305176 99306611 + -ENSG00000271086.5 NAMA chr9 99355337 99377240 - -ENSG00000277828.1 NAMA_1 chr9 99357827 99357957 + -ENSG00000277465.1 NAMA_2 chr9 99368447 99368566 + -ENSG00000234860.1 RP11-547C13.1 chr9 99531696 99536924 + -ENSG00000237461.1 RP11-554F20.1 chr9 99585786 99819889 - -ENSG00000119508.17 NR4A3 chr9 99821855 99866891 + -ENSG00000255145.2 STX17-AS1 chr9 99886322 99906601 - -ENSG00000136874.10 STX17 chr9 99906633 99970341 + -ENSG00000254571.1 RP11-60I3.4 chr9 99915077 99929896 - -ENSG00000023318.7 ERP44 chr9 99979179 100099040 - -ENSG00000234709.2 UPF3AP3 chr9 99998301 99999069 - -ENSG00000119509.12 INVS chr9 100099256 100301000 + -ENSG00000239908.3 RN7SL75P chr9 100102559 100102839 + -ENSG00000238172.2 RPS2P35 chr9 100116755 100117651 - -ENSG00000270995.1 RP11-29B11.5 chr9 100120435 100120900 - -ENSG00000231697.3 NANOGP5 chr9 100175178 100176054 + -ENSG00000136891.13 TEX10 chr9 100302077 100352939 - -ENSG00000263475.2 AL353805.1 chr9 100395629 100395740 + -ENSG00000066697.14 MSANTD3 chr9 100427156 100451711 + -ENSG00000251349.3 MSANTD3-TMEFF1 chr9 100442271 100577636 + -ENSG00000241697.4 TMEFF1 chr9 100473113 100577636 + -ENSG00000170681.6 MURC chr9 100578079 100587906 + -ENSG00000200966.1 RN7SKP87 chr9 100581079 100581379 - -ENSG00000237999.2 ACTG1P19 chr9 100731240 100732355 + -ENSG00000281312.1 AL390876.1 chr9 100732033 100732116 + -ENSG00000230161.1 RP11-62L10.1 chr9 100912320 100912741 + -ENSG00000229541.2 GAPDHP26 chr9 100975668 100976682 + -ENSG00000148123.14 RP11-35N6.1 chr9 101028709 101325135 + -ENSG00000238143.1 RP11-70K10.2 chr9 101125436 101125921 - -ENSG00000253041.1 SNORA31 chr9 101322477 101322533 + -ENSG00000227411.1 BAATP1 chr9 101334084 101339347 - -ENSG00000236763.2 TRMT112P4 chr9 101356466 101356844 - -ENSG00000230328.2 RP11-35N6.6 chr9 101358932 101361242 + -ENSG00000136881.11 BAAT chr9 101360417 101383519 - -ENSG00000234502.2 FYTTD1P1 chr9 101375344 101376603 - -ENSG00000136897.7 MRPL50 chr9 101387633 101398614 - -ENSG00000136870.10 ZNF189 chr9 101398873 101410660 + -ENSG00000136872.17 ALDOB chr9 101420578 101435823 - -ENSG00000270982.1 RP11-490D19.11 chr9 101449801 101449933 + -ENSG00000225376.5 TMEM246-AS1 chr9 101468439 101481502 + -ENSG00000165152.8 TMEM246 chr9 101473171 101533537 - -ENSG00000233055.1 RP11-490D19.8 chr9 101501643 101501885 - -ENSG00000155827.11 RNF20 chr9 101533851 101563344 + -ENSG00000265068.1 AL591377.1 chr9 101549686 101549771 - -ENSG00000198785.4 GRIN3A chr9 101569353 101738580 - -ENSG00000188386.5 PPP3R2 chr9 101591615 101595001 - -ENSG00000230302.2 MTND3P4 chr9 101793454 101793756 - -ENSG00000230418.2 ARL2BPP7 chr9 102055252 102055741 - -ENSG00000238882.1 RNU6-329P chr9 102256604 102256710 + -ENSG00000222117.1 AL391867.1 chr9 102295377 102295464 + -ENSG00000235901.2 RP11-342F21.1 chr9 102515204 102518308 + -ENSG00000204250.3 LINC00587 chr9 102519636 102657514 + -ENSG00000232242.2 ZYG11AP1 chr9 102611162 102612155 - -ENSG00000234269.2 RP11-338N12.1 chr9 102922574 102923244 + -ENSG00000155833.14 CYLC2 chr9 102995311 103018488 + -ENSG00000229830.1 RP11-341A22.1 chr9 103065416 103065598 + -ENSG00000225564.6 LINC01492 chr9 103140523 103325034 - -ENSG00000226566.2 RP11-436F21.1 chr9 103361952 103429892 - -ENSG00000253031.1 RNA5SP291 chr9 103689473 103689577 - -ENSG00000270332.1 SMC2-AS1 chr9 104080024 104093073 - -ENSG00000136824.18 SMC2 chr9 104094260 104141417 + -ENSG00000242111.1 TOPORSLP chr9 104270228 104286955 + -ENSG00000203396.3 RP11-217O12.1 chr9 104328320 104329396 - -ENSG00000186881.3 OR13F1 chr9 104504263 104505222 + -ENSG00000148136.5 OR13C4 chr9 104526253 104527209 - -ENSG00000204246.2 OR13C3 chr9 104535749 104536856 - -ENSG00000186943.1 OR13C8 chr9 104569168 104570130 + -ENSG00000237443.1 OR13D2P chr9 104590044 104590950 + -ENSG00000277556.1 OR13C5 chr9 104598457 104599413 - -ENSG00000276119.1 OR13C2 chr9 104604671 104605627 - -ENSG00000136839.1 OR13C9 chr9 104617248 104618204 - -ENSG00000273423.1 OR13I1P chr9 104629754 104631017 + -ENSG00000235248.2 OR13C1P chr9 104656754 104657716 - -ENSG00000179055.6 OR13D1 chr9 104694422 104695462 + -ENSG00000188712.4 OR13D3P chr9 104722335 104723271 + -ENSG00000136783.9 NIPSNAP3A chr9 104747688 104760122 + -ENSG00000165028.11 NIPSNAP3B chr9 104764157 104777457 + -ENSG00000165029.15 ABCA1 chr9 104781002 104928237 - -ENSG00000226334.1 RP11-217B7.2 chr9 104927553 104928892 + -ENSG00000230013.1 RP11-217B7.3 chr9 104990796 104991781 - -ENSG00000201583.1 RN7SKP191 chr9 105096756 105097061 + -ENSG00000070214.15 SLC44A1 chr9 105244622 105439171 + -ENSG00000106701.11 FSD1L chr9 105447796 105552433 + -ENSG00000229419.1 RALGAPA1P chr9 105520128 105526359 + -ENSG00000228317.1 RP11-235C23.5 chr9 105554035 105558029 - -ENSG00000106692.13 FKTN chr9 105558130 105641118 + -ENSG00000279609.1 RP11-235C23.6 chr9 105656369 105657989 + -ENSG00000186051.6 TAL2 chr9 105662457 105663112 + -ENSG00000095209.11 TMEM38B chr9 105694544 105776612 + -ENSG00000228366.1 RP11-18B3.3 chr9 105710290 105710781 - -ENSG00000232486.1 RP11-18B3.2 chr9 105758164 105760755 + -ENSG00000228948.2 SLC25A6P5 chr9 105849710 105851425 + -ENSG00000225002.2 RP11-6F6.1 chr9 106061354 106064825 - -ENSG00000234323.5 RP11-308N19.1 chr9 106278392 106604795 + -ENSG00000229297.1 RP11-540H22.2 chr9 106584142 106591952 - -ENSG00000277889.1 MIR8081 chr9 106600928 106601022 + -ENSG00000237062.1 RP11-308N19.3 chr9 106615078 106615806 - -ENSG00000234229.7 LINC01505 chr9 106616058 106702662 + -ENSG00000200131.1 RN7SKP77 chr9 106679977 106680329 + -ENSG00000228143.2 RP11-308N19.5 chr9 106722350 106722930 + -ENSG00000212276.1 RNA5SP292 chr9 106843749 106843866 - -ENSG00000148143.12 ZNF462 chr9 106863097 107013634 + -ENSG00000230782.1 RP11-508N12.2 chr9 106974833 107102988 - -ENSG00000231562.1 RP11-508N12.3 chr9 106978776 106979554 - -ENSG00000223615.2 RP11-196I18.2 chr9 107115784 107115954 + -ENSG00000225531.1 RP11-196I18.3 chr9 107116829 107117557 + -ENSG00000226047.1 RP11-196I18.4 chr9 107117459 107121705 - -ENSG00000226535.1 RP11-417L14.1 chr9 107169569 107171148 - -ENSG00000119318.12 RAD23B chr9 107283137 107332194 + -ENSG00000276883.1 AL137852.1 chr9 107292369 107292456 - -ENSG00000226825.1 LINC01509 chr9 107420284 107430802 - -ENSG00000213558.3 HMGN2P32 chr9 107458038 107458306 - -ENSG00000199905.1 RNU6-492P chr9 107475036 107475139 - -ENSG00000136826.14 KLF4 chr9 107484852 107490482 - -ENSG00000236005.1 RP11-438P9.1 chr9 107534390 107535162 + -ENSG00000227350.1 RP11-438P9.2 chr9 107543151 107543616 - -ENSG00000202308.1 RNU6-996P chr9 107663140 107663246 - -ENSG00000275701.1 AL389915.1 chr9 107712364 107712461 + -ENSG00000222558.1 RNU6-1064P chr9 107797744 107797847 - -ENSG00000244104.3 RN7SL659P chr9 107811616 107811914 - -ENSG00000231293.1 RPL36AP6 chr9 107834509 107834829 - -ENSG00000233727.1 RP11-380I20.2 chr9 107853783 107854258 - -ENSG00000222459.1 RNA5SP293 chr9 107918866 107918978 - -ENSG00000236783.1 RPS15AP27 chr9 107963703 107964045 - -ENSG00000213557.4 RP11-240E2.2 chr9 108040213 108040592 + -ENSG00000237360.2 CHCHD4P2 chr9 108097432 108097851 - -ENSG00000230030.1 RP11-505C13.1 chr9 108252154 108254820 - -ENSG00000222512.1 AL137019.1 chr9 108358852 108358929 - -ENSG00000169253.3 RP11-220D10.1 chr9 108626833 108627150 + -ENSG00000231678.2 RP11-339N8.1 chr9 108701370 108703092 - -ENSG00000231810.1 RPL36AP35 chr9 108821697 108822004 + -ENSG00000213556.3 RP11-3J11.1 chr9 108836333 108836597 + -ENSG00000148156.7 ACTL7B chr9 108854589 108856967 - -ENSG00000187003.6 ACTL7A chr9 108862266 108863759 + -ENSG00000070061.14 IKBKAP chr9 108867517 108934116 - -ENSG00000119328.11 FAM206A chr9 108934181 108950744 + -ENSG00000119326.14 CTNNAL1 chr9 108942569 109013529 - -ENSG00000201227.1 RNA5-8SP3 chr9 108992409 108992569 - -ENSG00000106771.12 TMEM245 chr9 109015152 109119945 - -ENSG00000199331.1 Y_RNA chr9 109042386 109042487 - -ENSG00000207698.1 MIR32 chr9 109046229 109046298 - -ENSG00000260230.2 FRRS1L chr9 109130293 109167291 - -ENSG00000095203.14 EPB41L4B chr9 109171975 109320964 - -ENSG00000200106.1 RNU6-984P chr9 109196201 109196309 - -ENSG00000265647.1 AL358815.1 chr9 109266277 109266375 + -ENSG00000237124.1 MTND2P11 chr9 109300186 109301172 + -ENSG00000207329.1 Y_RNA chr9 109324685 109324796 + -ENSG00000070159.13 PTPN3 chr9 109375466 109498313 - -ENSG00000263861.1 MIR3927 chr9 109511475 109511545 - -ENSG00000213539.4 YBX1P6 chr9 109532830 109534332 - -ENSG00000243444.7 PALM2 chr9 109640788 109946703 + -ENSG00000232939.1 RP11-406O23.2 chr9 109760360 109772043 - -ENSG00000157654.17 PALM2-AKAP2 chr9 109780309 110172512 + -ENSG00000228053.1 RP11-151F5.2 chr9 110024881 110025358 - -ENSG00000241978.9 AKAP2 chr9 110048598 110172512 + -ENSG00000188959.9 C9orf152 chr9 110190048 110208189 - -ENSG00000136810.12 TXN chr9 110243811 110256640 - -ENSG00000204193.10 TXNDC8 chr9 110303521 110337884 - -ENSG00000165124.17 SVEP1 chr9 110365251 110579880 - -ENSG00000206658.1 RNU6-1039P chr9 110369592 110369698 - -ENSG00000212254.1 RNU6-124P chr9 110539690 110539798 - -ENSG00000232896.1 RP11-410K21.2 chr9 110599475 110605219 + -ENSG00000030304.12 MUSK chr9 110668771 110801579 + -ENSG00000223918.1 RP13-461N9.2 chr9 110727456 110727679 - -ENSG00000198121.13 LPAR1 chr9 110873263 111038458 - -ENSG00000206923.1 RNU6-432P chr9 110903337 110903445 + -ENSG00000207401.1 Y_RNA chr9 110934406 110934507 + -ENSG00000212409.1 RNY4P18 chr9 111097325 111097413 - -ENSG00000227531.1 RP11-202G18.1 chr9 111139246 111284836 - -ENSG00000274263.1 MIR7702 chr9 111271156 111271214 - -ENSG00000171133.2 OR2K2 chr9 111327483 111328520 - -ENSG00000136813.14 KIAA0368 chr9 111360692 111484745 - -ENSG00000223238.1 RNA5SP294 chr9 111411644 111411742 - -ENSG00000173258.12 ZNF483 chr9 111525159 111577844 + -ENSG00000106853.16 PTGR1 chr9 111549722 111599855 - -ENSG00000224644.1 RP11-16L21.7 chr9 111574192 111575427 + -ENSG00000204173.10 LRRC37A5P chr9 111602831 111631289 - -ENSG00000059769.19 DNAJC25 chr9 111631352 111654351 + -ENSG00000244115.1 DNAJC25-GNG10 chr9 111631386 111670229 + -ENSG00000242616.3 GNG10 chr9 111661335 111670246 + -ENSG00000165181.16 C9orf84 chr9 111686173 111795008 - -ENSG00000224067.2 RP11-430K21.2 chr9 111802980 111803435 + -ENSG00000206907.1 RNU6-1013P chr9 111839828 111839934 + -ENSG00000148154.9 UGCG chr9 111896766 111935369 + -ENSG00000266315.1 MIR4668 chr9 111932100 111932169 + -ENSG00000222356.1 RNU6-710P chr9 111996635 111996739 - -ENSG00000259953.1 RP11-4O1.2 chr9 112032555 112037730 - -ENSG00000106868.16 SUSD1 chr9 112040785 112175408 - -ENSG00000222327.1 RNU6-855P chr9 112137797 112137900 + -ENSG00000200261.1 Y_RNA chr9 112169286 112169397 + -ENSG00000225513.1 RP11-165N19.2 chr9 112173522 112173971 - -ENSG00000119314.15 PTBP3 chr9 112217716 112333667 - -ENSG00000242256.3 RN7SL57P chr9 112242550 112242839 - -ENSG00000199525.1 RNA5SP295 chr9 112252258 112252378 + -ENSG00000243911.3 RN7SL430P chr9 112272596 112272837 - -ENSG00000230081.2 HSPE1P28 chr9 112280978 112281335 - -ENSG00000213529.3 RP11-432F4.2 chr9 112362714 112363116 + -ENSG00000119471.14 HSDL2 chr9 112379937 112472410 + -ENSG00000230185.4 C9orf147 chr9 112433816 112487204 - -ENSG00000165185.14 KIAA1958 chr9 112486847 112669397 + -ENSG00000250068.1 RP11-576C12.1 chr9 112581779 112582590 - -ENSG00000148153.13 INIP chr9 112683926 112718236 - -ENSG00000226609.1 RP11-276E15.4 chr9 112748902 112750456 - -ENSG00000148158.16 SNX30 chr9 112750838 112881671 + -ENSG00000119457.7 SLC46A2 chr9 112878920 112890913 - -ENSG00000271631.1 RP11-408O19.5 chr9 112885158 112885767 + -ENSG00000237906.1 MUPP chr9 112959134 112962261 - -ENSG00000228623.3 ZNF883 chr9 112997120 113050043 - -ENSG00000136866.13 ZFP37 chr9 113038380 113056759 - -ENSG00000225684.3 FAM225B chr9 113103338 113111500 - -ENSG00000231528.2 FAM225A chr9 113113073 113119928 + -ENSG00000136867.10 SLC31A2 chr9 113150942 113164137 + -ENSG00000119321.8 FKBP15 chr9 113161006 113221361 - -ENSG00000136868.10 SLC31A1 chr9 113221562 113264492 + -ENSG00000176386.8 CDC26 chr9 113255835 113275589 - -ENSG00000136875.12 PRPF4 chr9 113275343 113292905 + -ENSG00000165188.13 RNF183 chr9 113297093 113303376 - -ENSG00000148225.15 WDR31 chr9 113313222 113340298 - -ENSG00000119411.10 BSPRY chr9 113349541 113371233 + -ENSG00000119431.9 HDHD3 chr9 113373419 113376999 - -ENSG00000148218.15 ALAD chr9 113386317 113401333 - -ENSG00000148229.12 POLE3 chr9 113407235 113410672 - -ENSG00000157653.11 C9orf43 chr9 113410054 113429684 + -ENSG00000138835.22 RGS3 chr9 113444731 113597743 + -ENSG00000237073.1 RP11-168K11.2 chr9 113570190 113590019 - -ENSG00000233817.1 RP11-168K11.3 chr9 113619228 113622634 + -ENSG00000227482.1 RP11-18B16.2 chr9 113650956 113682855 + -ENSG00000214669.3 RP11-18B16.1 chr9 113758994 113759419 - -ENSG00000211556.2 AL157702.1 chr9 113792358 113792439 - -ENSG00000232905.2 RP11-534I8.1 chr9 113850687 113851632 - -ENSG00000157657.14 ZNF618 chr9 113876282 114056591 + -ENSG00000106927.11 AMBP chr9 114060127 114078472 - -ENSG00000136883.12 KIF12 chr9 114086126 114099227 - -ENSG00000196739.14 COL27A1 chr9 114155560 114312511 + -ENSG00000207726.2 MIR455 chr9 114209417 114209526 + -ENSG00000229314.5 ORM1 chr9 114323056 114326475 + -ENSG00000228278.3 ORM2 chr9 114329869 114333252 + -ENSG00000106948.16 AKNA chr9 114334156 114394405 - -ENSG00000235119.1 RP11-9M16.2 chr9 114396724 114398503 - -ENSG00000095397.13 DFNB31 chr9 114402080 114505450 - -ENSG00000271214.1 RP11-9M16.3 chr9 114491564 114491741 + -ENSG00000235797.2 RP11-402G3.6 chr9 114572901 114573371 + -ENSG00000136888.6 ATP6V1G1 chr9 114587746 114598373 + -ENSG00000157693.14 C9orf91 chr9 114611206 114646422 + -ENSG00000201749.1 Y_RNA chr9 114615455 114615568 - -ENSG00000230054.1 RP11-402G3.5 chr9 114656304 114662374 - -ENSG00000230601.5 RP11-402G3.3 chr9 114666434 114682089 - -ENSG00000230284.1 RP11-402G3.4 chr9 114695922 114696315 - -ENSG00000263546.2 AL390240.1 chr9 114774319 114774407 - -ENSG00000274919.1 RP11-428F18.2 chr9 114774737 114775120 - -ENSG00000181634.7 TNFSF15 chr9 114784635 114806126 - -ENSG00000229817.1 RP11-78H18.2 chr9 114845594 114848585 + -ENSG00000106952.7 TNFSF8 chr9 114893343 114930595 - -ENSG00000041982.14 TNC chr9 115019578 115118257 - -ENSG00000236461.1 RP11-523L1.2 chr9 115119539 115138409 - -ENSG00000173077.14 DEC1 chr9 115141818 115402644 + -ENSG00000234692.1 RP11-445L6.3 chr9 115252538 115254251 - -ENSG00000274755.1 U2 chr9 115734392 115734491 + -ENSG00000228714.2 RP11-284G10.1 chr9 115739663 115744239 - -ENSG00000204148.3 LINC00474 chr9 115888169 115925207 - -ENSG00000228707.1 RP11-787B4.2 chr9 116012361 116012965 + -ENSG00000182752.9 PAPPA chr9 116153804 116402322 + -ENSG00000221772.3 AL353141.1 chr9 116198990 116199079 + -ENSG00000226604.2 PAPPA-AS2 chr9 116285829 116288769 - -ENSG00000244757.1 RP11-45A16.4 chr9 116288618 116318689 - -ENSG00000216182.1 AL137024.1 chr9 116393589 116393676 - -ENSG00000256040.2 PAPPA-AS1 chr9 116398157 116400606 - -ENSG00000148219.16 ASTN2 chr9 116425225 117415070 - -ENSG00000229105.1 ASTN2-AS1 chr9 116504283 116562293 + -ENSG00000230894.1 RP11-67K19.3 chr9 116568449 116586328 + -ENSG00000119401.10 TRIM32 chr9 116687302 116701300 + -ENSG00000265662.1 AL354981.1 chr9 117099007 117099106 + -ENSG00000230734.1 RPL10P3 chr9 117180628 117181095 - -ENSG00000207268.1 SNORA70C chr9 117181066 117181200 - -ENSG00000201140.1 RN7SKP128 chr9 117197118 117197420 + -ENSG00000222413.1 RN7SKP125 chr9 117276985 117277286 + -ENSG00000233516.1 RP11-388N2.1 chr9 117462294 117466260 - -ENSG00000233569.1 RP11-500B12.1 chr9 117648606 117657027 + -ENSG00000235133.1 RPL35AP22 chr9 117685254 117685588 - -ENSG00000136869.13 TLR4 chr9 117704332 117716871 + -ENSG00000201444.1 RNU6-1082P chr9 117707996 117708102 - -ENSG00000228512.2 RP11-281A20.2 chr9 117783448 117868071 + -ENSG00000231901.1 RP11-281A20.1 chr9 117840322 117897256 - -ENSG00000234782.3 TPT1P9 chr9 118082869 118083382 - -ENSG00000225050.1 RP11-349E4.1 chr9 118687752 118705960 - -ENSG00000235201.1 RP11-127L21.1 chr9 118740563 118745312 + -ENSG00000231166.2 TUBB4BP6 chr9 118763867 118764345 + -ENSG00000078725.12 BRINP1 chr9 119153458 119369467 - -ENSG00000260970.1 RP11-295D22.1 chr9 119495375 119524125 + -ENSG00000276419.1 AC006288.1 chr9 119511669 119511760 + -ENSG00000281143.1 AL354931.1 chr9 119884947 119885056 + -ENSG00000261432.1 RP11-360A18.2 chr9 119935053 119937832 + -ENSG00000225960.1 RP11-360A18.1 chr9 119973094 119974322 + -ENSG00000207814.1 MIR147A chr9 120244979 120245050 - -ENSG00000280558.1 AL592549.1 chr9 120302782 120302882 - -ENSG00000136861.17 CDK5RAP2 chr9 120388869 120580170 - -ENSG00000106780.8 MEGF9 chr9 120600813 120714470 - -ENSG00000238181.2 AHCYP2 chr9 120720673 120721972 + -ENSG00000119402.16 FBXW2 chr9 120751978 120793412 - -ENSG00000214654.6 RP11-27I1.4 chr9 120793551 120799570 + -ENSG00000270917.1 RP11-27I1.6 chr9 120812475 120812845 - -ENSG00000095261.13 PSMD5 chr9 120815496 120842984 - -ENSG00000226752.7 PSMD5-AS1 chr9 120824828 120854385 + -ENSG00000119403.13 PHF19 chr9 120855652 120894896 - -ENSG00000056558.10 TRAF1 chr9 120902393 120929173 - -ENSG00000106804.7 C5 chr9 120952335 121050276 - -ENSG00000119397.16 CNTRL chr9 121074863 121177610 + -ENSG00000119396.10 RAB14 chr9 121178137 121223014 - -ENSG00000243738.3 RN7SL181P chr9 121203159 121203435 + -ENSG00000148180.16 GSN chr9 121207794 121332843 + -ENSG00000214651.4 RP11-477J21.2 chr9 121238117 121240089 - -ENSG00000239593.1 RP11-477J21.6 chr9 121279863 121282730 - -ENSG00000235865.2 GSN-AS1 chr9 121280768 121285530 - -ENSG00000148175.12 STOM chr9 121338988 121370304 - -ENSG00000227355.1 RP11-162D16.2 chr9 121375241 121452177 + -ENSG00000204136.10 GGTA1P chr9 121444991 121500027 - -ENSG00000240299.3 RN7SL187P chr9 121494519 121494821 + -ENSG00000213467.4 HMGB1P37 chr9 121519816 121520424 - -ENSG00000252940.2 AL357936.1 chr9 121539876 121539962 + -ENSG00000136848.16 DAB2IP chr9 121567057 121785530 + -ENSG00000229854.1 RP11-524G24.2 chr9 121574891 121576214 - -ENSG00000274557.1 AL365274.1 chr9 121790455 121790522 - -ENSG00000261534.1 RP11-244O19.1 chr9 121815674 121819452 - -ENSG00000175764.14 TTLL11 chr9 121821928 122093606 - -ENSG00000237548.1 TTLL11-IT1 chr9 121884636 121963719 - -ENSG00000266583.1 MIR4478 chr9 122120082 122120167 - -ENSG00000119421.6 NDUFA8 chr9 122144058 122159819 - -ENSG00000185681.12 MORN5 chr9 122159908 122200088 + -ENSG00000106852.15 LHX6 chr9 122202577 122229626 - -ENSG00000119446.13 RBM18 chr9 122237624 122264839 - -ENSG00000148187.17 MRRF chr9 122264603 122331343 + -ENSG00000095303.14 PTGS1 chr9 122370530 122395703 + -ENSG00000269970.1 RP11-498E2.9 chr9 122372605 122372825 + -ENSG00000233616.2 RP11-542K23.10 chr9 122400970 122402906 - -ENSG00000229245.2 RP11-542K23.7 chr9 122403407 122448977 + -ENSG00000231465.2 RP11-542K23.9 chr9 122471358 122475817 + -ENSG00000136834.3 OR1J1 chr9 122476958 122477926 - -ENSG00000197233.7 OR1J2 chr9 122510802 122511743 + -ENSG00000239590.1 OR1J4 chr9 122519141 122520082 + -ENSG00000171505.5 OR1N1 chr9 122526358 122527296 - -ENSG00000171501.8 OR1N2 chr9 122553112 122555173 + -ENSG00000171496.3 OR1L8 chr9 122567548 122568477 - -ENSG00000228914.1 OR1H1P chr9 122608036 122608800 + -ENSG00000234156.1 RP11-64P14.7 chr9 122609915 122639685 + -ENSG00000165202.3 OR1Q1 chr9 122614738 122615682 + -ENSG00000171484.4 OR1B1 chr9 122628579 122629535 - -ENSG00000280094.1 OR1B1 chr9 122628579 122629573 - -ENSG00000173679.2 OR1L1 chr9 122661566 122662648 + -ENSG00000171481.3 OR1L3 chr9 122675130 122676104 + -ENSG00000226783.1 TLK1P1 chr9 122685933 122688372 + -ENSG00000136939.1 OR1L4 chr9 122723990 122724925 + -ENSG00000171459.3 OR1L6 chr9 122749740 122750783 + -ENSG00000232387.2 SKA2P1 chr9 122761844 122762233 + -ENSG00000148215.4 OR5C1 chr9 122788933 122789895 + -ENSG00000136940.13 PDCL chr9 122798389 122828631 - -ENSG00000165204.3 OR1K1 chr9 122800123 122801073 + -ENSG00000233425.1 KRT18P67 chr9 122837557 122838820 + -ENSG00000056586.15 RC3H2 chr9 122844556 122905341 - -ENSG00000212447.1 SNORD90 chr9 122880213 122880323 - -ENSG00000186130.4 ZBTB6 chr9 122908056 122913330 - -ENSG00000171448.8 ZBTB26 chr9 122915566 122931500 - -ENSG00000261094.2 RP11-355O1.11 chr9 122937623 122940333 + -ENSG00000011454.16 RABGAP1 chr9 122940833 123104866 + -ENSG00000222351.1 RNY1P15 chr9 122945988 122946094 - -ENSG00000213216.2 RP11-355O1.7 chr9 123029373 123029753 - -ENSG00000188394.6 GPR21 chr9 123034527 123035696 + -ENSG00000225078.2 RP11-123N4.4 chr9 123061845 123063312 - -ENSG00000236901.4 MIR600HG chr9 123109494 123115477 - -ENSG00000165209.18 STRBP chr9 123109500 123268576 - -ENSG00000274325.1 MIR600 chr9 123111546 123111643 - -ENSG00000148204.11 CRB2 chr9 123356170 123380324 + -ENSG00000119522.15 DENND1A chr9 123379654 123930152 - -ENSG00000207991.1 MIR601 chr9 123402525 123402603 - -ENSG00000274932.1 MIR7150 chr9 123485529 123485622 - -ENSG00000237336.1 RP11-230L22.4 chr9 123491884 123493156 + -ENSG00000222722.1 AL161790.1 chr9 123585384 123585457 - -ENSG00000230826.1 RP11-417B4.2 chr9 123736437 123751941 + -ENSG00000229115.1 RP11-417B4.3 chr9 123759220 123759775 + -ENSG00000281130.1 U7 chr9 123842422 123842479 + -ENSG00000234881.1 PIGFP2 chr9 123843036 123843686 + -ENSG00000106689.10 LHX2 chr9 124001670 124033301 + -ENSG00000236668.2 RP11-85O21.2 chr9 124006277 124009396 - -ENSG00000231227.1 RP11-85O21.4 chr9 124010530 124011114 + -ENSG00000234921.1 RP11-85O21.5 chr9 124031624 124032524 - -ENSG00000119408.16 NEK6 chr9 124257606 124353307 + -ENSG00000235204.1 RP11-121A14.2 chr9 124259250 124261156 - -ENSG00000227200.1 RP11-121A14.3 chr9 124262876 124265809 + -ENSG00000136930.12 PSMB7 chr9 124353466 124415444 - -ENSG00000180264.10 ADGRD2 chr9 124451600 124478589 + -ENSG00000136931.9 NR5A1 chr9 124481236 124507430 - -ENSG00000231149.2 RP11-10J18.3 chr9 124514938 124516056 - -ENSG00000148200.16 NR6A1 chr9 124517275 124771310 - -ENSG00000231744.1 RP11-164H5.1 chr9 124598707 124599580 - -ENSG00000241246.3 RN7SL302P chr9 124607159 124607458 + -ENSG00000224020.1 MIR181A2HG chr9 124658467 124698631 + -ENSG00000207595.1 MIR181A2 chr9 124692442 124692551 + -ENSG00000207737.1 MIR181B2 chr9 124693710 124693798 + -ENSG00000236643.1 RP11-175D17.3 chr9 124770123 124772927 + -ENSG00000185585.19 OLFML2A chr9 124777158 124814885 + -ENSG00000136918.7 WDR38 chr9 124853417 124857890 + -ENSG00000136942.14 RPL35 chr9 124857880 124861981 - -ENSG00000136950.13 ARPC5L chr9 124862130 124877733 + -ENSG00000136935.13 GOLGA1 chr9 124878357 124948492 - -ENSG00000199313.1 RNU4-82P chr9 124887410 124887549 - -ENSG00000264641.1 AL354928.1 chr9 124896833 124896932 + -ENSG00000173611.17 SCAI chr9 124942608 125143506 - -ENSG00000177736.4 FXNP2 chr9 124968294 124968840 - -ENSG00000119414.11 PPP6C chr9 125146573 125189939 - -ENSG00000232630.1 PRPS1P2 chr9 125150653 125151589 + -ENSG00000235332.2 RP11-366O20.5 chr9 125194649 125195821 - -ENSG00000136933.16 RABEPK chr9 125200542 125234158 + -ENSG00000044574.7 HSPA5 chr9 125234853 125241330 - -ENSG00000239705.1 RP11-65N13.8 chr9 125241663 125257018 + -ENSG00000165219.21 GAPVD1 chr9 125261794 125367207 + -ENSG00000214593.3 RP11-65N13.6 chr9 125263845 125264090 - -ENSG00000200554.1 RNU6-1020P chr9 125303920 125304026 - -ENSG00000227845.2 RP11-184B22.2 chr9 125372325 125372766 - -ENSG00000274510.1 Metazoa_SRP chr9 125417305 125417586 + -ENSG00000119487.16 MAPKAP1 chr9 125437393 125707234 - -ENSG00000243845.3 RN7SL30P chr9 125512902 125513207 - -ENSG00000227068.1 RP11-12A16.3 chr9 125567579 125573023 + -ENSG00000214761.3 HNRNPA1P15 chr9 125595669 125596628 + -ENSG00000229582.3 RP11-423C15.3 chr9 125743754 125746552 - -ENSG00000167081.16 PBX3 chr9 125747345 125967377 + -ENSG00000232413.1 RP11-343J18.2 chr9 126057580 126159613 + -ENSG00000228392.1 RP11-343J18.1 chr9 126270121 126275918 - -ENSG00000196814.14 MVB12B chr9 126326849 126507041 + -ENSG00000253079.1 NRON chr9 126408041 126408410 - -ENSG00000252985.1 SNORD116 chr9 126426893 126426970 + -ENSG00000233721.1 RP11-205K6.1 chr9 126516417 126518808 + -ENSG00000279137.1 RP11-205K6.3 chr9 126518840 126520773 + -ENSG00000226078.1 RP11-205K6.2 chr9 126527618 126530343 + -ENSG00000221768.1 AL356309.1 chr9 126530915 126530991 - -ENSG00000221173.1 AL161908.1 chr9 126576530 126576630 - -ENSG00000224842.2 RP11-123K19.1 chr9 126589594 126613700 - -ENSG00000136944.17 LMX1B chr9 126614443 126701032 + -ENSG00000238010.1 RP11-123K19.2 chr9 126640756 126641293 + -ENSG00000266403.1 AL161731.1 chr9 126718243 126718333 - -ENSG00000169155.9 ZBTB43 chr9 126805006 126838210 + -ENSG00000177125.5 ZBTB34 chr9 126860665 126885878 + -ENSG00000136828.18 RALGPS1 chr9 126914774 127223166 + -ENSG00000136859.9 ANGPTL2 chr9 127087332 127122883 - -ENSG00000228487.2 RP13-225O21.2 chr9 127213783 127221907 - -ENSG00000136895.18 GARNL3 chr9 127224265 127393660 + -ENSG00000229369.1 RP13-225O21.5 chr9 127300093 127300982 - -ENSG00000271833.1 RP11-356B19.11 chr9 127366770 127367397 + -ENSG00000136856.17 SLC2A8 chr9 127397138 127408424 + -ENSG00000196152.10 ZNF79 chr9 127424374 127445372 + -ENSG00000197958.12 RPL12 chr9 127447674 127451405 - -ENSG00000201302.1 SNORA65 chr9 127448501 127448630 - -ENSG00000148356.13 LRSAM1 chr9 127451486 127503501 + -ENSG00000200788.1 Y_RNA chr9 127470875 127470987 + -ENSG00000136830.11 FAM129B chr9 127505339 127578989 - -ENSG00000136854.17 STXBP1 chr9 127611760 127692936 + -ENSG00000279571.1 RP11-56D16.8 chr9 127690098 127690840 - -ENSG00000264329.1 MIR3911 chr9 127690687 127690795 - -ENSG00000187024.13 PTRH1 chr9 127692978 127724873 - -ENSG00000160401.14 C9orf117 chr9 127706989 127716002 + -ENSG00000167094.15 TTC16 chr9 127716066 127731600 + -ENSG00000160404.17 TOR2A chr9 127731524 127735317 - -ENSG00000095370.19 SH2D3C chr9 127738317 127778741 - -ENSG00000279363.1 AL162426.1 chr9 127742855 127743407 + -ENSG00000136807.11 CDK9 chr9 127785679 127790787 + -ENSG00000266070.1 MIR3960 chr9 127785833 127785923 + -ENSG00000281546.1 AL162586.1 chr9 127785836 127785905 + -ENSG00000136877.14 FPGS chr9 127794597 127814327 + -ENSG00000106991.13 ENG chr9 127815012 127854756 - -ENSG00000225032.5 RP11-228B15.4 chr9 127816066 127822520 + -ENSG00000222421.1 Y_RNA chr9 127832635 127832743 - -ENSG00000280697.1 Y_RNA chr9 127833951 127834042 - -ENSG00000222455.1 RNA5SP296 chr9 127841112 127841222 - -ENSG00000106992.17 AK1 chr9 127866480 127877743 - -ENSG00000257524.5 RP11-203J24.9 chr9 127867864 127886787 - -ENSG00000263979.1 MIR4672 chr9 127869415 127869495 - -ENSG00000160408.14 ST6GALNAC6 chr9 127885321 127905408 - -ENSG00000136840.18 ST6GALNAC4 chr9 127907886 127917038 - -ENSG00000167103.11 PIP5KL1 chr9 127920879 127930797 - -ENSG00000227218.7 RP11-203J24.8 chr9 127934503 127940952 + -ENSG00000136908.17 DPM2 chr9 127935099 127938484 - -ENSG00000167106.11 FAM102A chr9 127940579 127980513 - -ENSG00000230848.1 RP11-379C10.1 chr9 128039135 128057362 - -ENSG00000171169.8 NAIF1 chr9 128061233 128068206 - -ENSG00000148339.12 SLC25A25 chr9 128068201 128109245 + -ENSG00000230536.1 RP11-379C10.4 chr9 128090969 128094457 - -ENSG00000234771.3 SLC25A25-AS1 chr9 128108581 128118693 - -ENSG00000148334.14 PTGES2 chr9 128120693 128128462 - -ENSG00000232850.3 PTGES2-AS1 chr9 128128529 128130628 + -ENSG00000148346.11 LCN2 chr9 128149071 128153455 + -ENSG00000171159.4 C9orf16 chr9 128160260 128163928 + -ENSG00000281669.1 Metazoa_SRP chr9 128165104 128165375 + -ENSG00000148337.19 CIZ1 chr9 128166064 128204383 - -ENSG00000106976.18 DNM1 chr9 128203352 128255248 + -ENSG00000207581.1 MIR199B chr9 128244721 128244830 - -ENSG00000264823.2 AL590708.2 chr9 128244936 128245047 - -ENSG00000167110.16 GOLGA2 chr9 128255829 128275995 - -ENSG00000221297.1 AL590708.1 chr9 128257707 128257789 - -ENSG00000280459.1 Metazoa_SRP chr9 128258709 128258955 - -ENSG00000274982.1 AL590708.3 chr9 128260749 128260817 - -ENSG00000175854.11 SWI5 chr9 128275379 128288990 + -ENSG00000167112.9 TRUB2 chr9 128305161 128322742 - -ENSG00000281892.1 Metazoa_SRP chr9 128314614 128314876 - -ENSG00000272696.1 RP11-339B21.13 chr9 128316337 128316909 + -ENSG00000167113.10 COQ4 chr9 128322536 128334072 + -ENSG00000167114.12 SLC27A4 chr9 128340646 128361470 + -ENSG00000223551.1 TMSB4XP4 chr9 128342153 128342770 + -ENSG00000167118.10 URM1 chr9 128371319 128392016 + -ENSG00000272593.1 RP11-339B21.11 chr9 128391461 128392016 + -ENSG00000207955.3 MIR219A2 chr9 128392007 128393510 - -ENSG00000273685.1 MIR219B chr9 128392618 128392714 - -ENSG00000167123.18 CERCAM chr9 128411751 128437351 + -ENSG00000273186.1 RP11-339B21.10 chr9 128431598 128432006 + -ENSG00000228510.2 RP11-339B21.8 chr9 128444587 128446628 + -ENSG00000136811.16 ODF2 chr9 128455186 128501292 + -ENSG00000225951.1 ODF2-AS1 chr9 128468957 128473012 - -ENSG00000264891.1 AL359091.1 chr9 128476905 128476996 + -ENSG00000119392.14 GLE1 chr9 128504700 128542288 + -ENSG00000228395.1 RP11-216B9.6 chr9 128528901 128552410 - -ENSG00000238406.1 RNU7-171P chr9 128543916 128543977 + -ENSG00000197694.13 SPTAN1 chr9 128552558 128633662 + -ENSG00000280474.1 RP11-216B9.8 chr9 128595893 128596633 + -ENSG00000280758.1 RP11-216B9.9 chr9 128630328 128631685 - -ENSG00000119333.11 WDR34 chr9 128633661 128656787 - -ENSG00000227759.2 VTI1BP4 chr9 128650998 128652145 + -ENSG00000234705.1 HMGA1P4 chr9 128663134 128663578 - -ENSG00000119335.16 SET chr9 128683424 128696400 + -ENSG00000160447.6 PKN3 chr9 128702523 128720918 + -ENSG00000264438.2 RN7SL560P chr9 128709780 128710043 + -ENSG00000160446.18 ZDHHC12 chr9 128720869 128724127 - -ENSG00000223478.1 RP11-545E17.3 chr9 128724445 128733194 + -ENSG00000160445.10 ZER1 chr9 128729786 128772414 - -ENSG00000203286.5 Metazoa_SRP chr9 128745857 128746138 - -ENSG00000107021.15 TBC1D13 chr9 128787204 128810432 + -ENSG00000167136.6 ENDOG chr9 128818474 128822677 + -ENSG00000198917.11 C9orf114 chr9 128819651 128829821 - -ENSG00000171097.13 CCBL1 chr9 128832942 128882494 - -ENSG00000136802.11 LRRC8A chr9 128882112 128918039 + -ENSG00000175287.18 PHYHD1 chr9 128920895 128942041 + -ENSG00000251184.1 RP11-101E3.5 chr9 128941478 128957021 + -ENSG00000175283.7 DOLK chr9 128945530 128947619 - -ENSG00000095319.14 NUP188 chr9 128947699 129007096 + -ENSG00000267834.1 RP11-167N5.5 chr9 129004502 129004998 - -ENSG00000148341.17 SH3GLB2 chr9 129007036 129028303 - -ENSG00000148343.18 FAM73B chr9 129036621 129072082 + -ENSG00000280692.1 AL592211.1 chr9 129040566 129040674 + -ENSG00000167130.17 DOLPP1 chr9 129081100 129090438 + -ENSG00000095321.16 CRAT chr9 129094810 129111189 - -ENSG00000234055.1 RP11-247A12.1 chr9 129097854 129100266 + -ENSG00000221521.1 AL158151.2 chr9 129107050 129107151 - -ENSG00000119383.19 PPP2R4 chr9 129110950 129148946 + -ENSG00000268707.1 RP11-247A12.7 chr9 129170434 129170940 + -ENSG00000188483.7 IER5L chr9 129175552 129178262 - -ENSG00000268050.2 RP11-247A12.8 chr9 129175807 129177575 + -ENSG00000204055.4 RP11-247A12.2 chr9 129176771 129210548 + -ENSG00000220992.1 AL158151.1 chr9 129230572 129230717 - -ENSG00000235007.2 RP11-344B5.4 chr9 129258354 129259846 + -ENSG00000241084.1 RP11-344B5.3 chr9 129259062 129261581 + -ENSG00000224307.1 RP11-344B5.2 chr9 129282458 129285728 + -ENSG00000179082.3 C9orf106 chr9 129321016 129324905 + -ENSG00000268615.1 RP11-65J3.15 chr9 129328261 129328401 + -ENSG00000233901.5 LINC01503 chr9 129332300 129359538 + -ENSG00000242281.3 RN7SL159P chr9 129370170 129370461 - -ENSG00000236146.2 RP11-65J3.6 chr9 129380136 129380470 - -ENSG00000230676.1 RP11-65J3.3 chr9 129430652 129451422 - -ENSG00000226355.1 RP11-65J3.2 chr9 129438216 129439118 + -ENSG00000264298.1 AL353803.1 chr9 129478556 129478652 + -ENSG00000261334.1 RP11-65J3.14 chr9 129480605 129482538 - -ENSG00000204054.11 LINC00963 chr9 129483451 129513683 + -ENSG00000239353.1 RP11-492E3.51 chr9 129501990 129513686 + -ENSG00000227619.1 RP11-492E3.2 chr9 129575409 129584556 + -ENSG00000148335.14 NTMT1 chr9 129608884 129636131 + -ENSG00000179058.6 C9orf50 chr9 129612225 129620776 - -ENSG00000148331.11 ASB6 chr9 129634604 129642169 - -ENSG00000234789.1 RP11-483H20.4 chr9 129640476 129641282 + -ENSG00000167157.10 PRRX2 chr9 129665641 129722674 + -ENSG00000236024.1 PRRX2-AS1 chr9 129712896 129718635 - -ENSG00000148344.10 PTGES chr9 129738331 129753047 - -ENSG00000233909.1 UBE2V1P4 chr9 129791196 129791837 + -ENSG00000136816.15 TOR1B chr9 129803153 129811281 + -ENSG00000136827.11 TOR1A chr9 129812944 129824134 - -ENSG00000136819.14 C9orf78 chr9 129827290 129835863 - -ENSG00000136878.12 USP20 chr9 129834698 129881838 + -ENSG00000276124.1 MIR6855 chr9 129869605 129869671 + -ENSG00000224988.1 RP11-409K20.7 chr9 129883693 129884170 - -ENSG00000187239.16 FNBP1 chr9 129887187 130043194 - -ENSG00000230684.1 RP11-409K20.6 chr9 129933536 129936541 + -ENSG00000270755.1 RP11-138E2.1 chr9 130044713 130045081 + -ENSG00000148358.19 GPR107 chr9 130053426 130140169 + -ENSG00000223188.1 Y_RNA chr9 130120806 130120912 + -ENSG00000196979.1 RP11-88G17.6 chr9 130140610 130144219 - -ENSG00000107130.9 NCS1 chr9 130172578 130237304 + -ENSG00000148357.16 HMCN2 chr9 130265882 130434123 + -ENSG00000264169.2 RN7SL665P chr9 130400266 130400565 + -ENSG00000130707.17 ASS1 chr9 130444929 130501274 + -ENSG00000107164.15 FUBP3 chr9 130578965 130638352 + -ENSG00000277713.1 MIR6856 chr9 130626297 130626363 + -ENSG00000232172.1 RP11-57C19.2 chr9 130651799 130652383 + -ENSG00000130711.3 PRDM12 chr9 130664594 130682981 + -ENSG00000130713.15 EXOSC2 chr9 130693721 130704894 + -ENSG00000097007.17 ABL1 chr9 130713946 130887675 + -ENSG00000224797.1 RP11-57C19.6 chr9 130724786 130725050 - -ENSG00000188710.2 QRFP chr9 130892702 130896812 - -ENSG00000130720.12 FIBCD1 chr9 130902438 130939286 - -ENSG00000236658.1 RP11-83J21.3 chr9 130933851 130945520 + -ENSG00000050555.17 LAMC3 chr9 131009082 131094473 + -ENSG00000252582.1 SNORA31 chr9 131021168 131021306 - -ENSG00000126878.12 AIF1L chr9 131096476 131123152 + -ENSG00000126883.16 NUP214 chr9 131125561 131234670 + -ENSG00000252622.1 RNU6-881P chr9 131126990 131127091 + -ENSG00000236986.6 RP11-544A12.4 chr9 131132852 131167505 - -ENSG00000246851.1 RP11-544A12.8 chr9 131189910 131194205 - -ENSG00000226987.1 RP11-544A12.5 chr9 131240687 131241724 + -ENSG00000126882.12 FAM78A chr9 131258076 131276547 - -ENSG00000160539.4 PPAPDC3 chr9 131289694 131309262 + -ENSG00000130723.17 PRRC2B chr9 131394093 131500197 + -ENSG00000235284.1 SNORD62A chr9 131485665 131485750 + -ENSG00000231587.1 SNORD62B chr9 131490486 131490571 + -ENSG00000176868.2 RP11-334J6.7 chr9 131497479 131500191 - -ENSG00000130714.15 POMT1 chr9 131502902 131523806 + -ENSG00000230289.1 RP11-334J6.6 chr9 131516558 131522229 - -ENSG00000130717.12 UCK1 chr9 131523801 131531268 - -ENSG00000107263.18 RAPGEF1 chr9 131576770 131740074 - -ENSG00000240853.3 RN7SL328P chr9 131725168 131725467 - -ENSG00000231018.1 EIF4A1P3 chr9 131782570 131782813 - -ENSG00000212395.1 SNORA67 chr9 131782860 131782958 - -ENSG00000236687.1 RP11-323H21.3 chr9 131816192 131820988 + -ENSG00000160563.13 MED27 chr9 131860107 132079908 - -ENSG00000196358.10 NTNG2 chr9 132161676 132244534 + -ENSG00000221105.1 AL159997.1 chr9 132214751 132214875 - -ENSG00000107290.13 SETX chr9 132261356 132354985 - -ENSG00000125482.12 TTF1 chr9 132375548 132406851 - -ENSG00000188523.8 C9orf171 chr9 132410043 132573317 + -ENSG00000252521.1 RNU5D-2P chr9 132421641 132421690 + -ENSG00000125492.9 BARHL1 chr9 132582185 132590266 + -ENSG00000125485.17 DDX31 chr9 132592997 132670401 - -ENSG00000276629.1 AL160165.1 chr9 132623250 132623333 - -ENSG00000125484.11 GTF3C4 chr9 132670035 132694955 + -ENSG00000165695.9 AK8 chr9 132725578 132878777 - -ENSG00000224992.2 RP11-295G24.5 chr9 132768965 132770212 - -ENSG00000165698.15 C9orf9 chr9 132878027 132890201 + -ENSG00000165699.13 TSC1 chr9 132891348 132944633 - -ENSG00000165702.12 GFI1B chr9 132945533 132991687 + -ENSG00000263816.1 MIR548AW chr9 132945707 132945771 + -ENSG00000233800.3 RP11-295G24.4 chr9 132947069 132951560 + -ENSG00000234907.1 RP11-415H23.4 chr9 132962511 132962667 + -ENSG00000238558.1 RNU7-21P chr9 132963732 132963793 + -ENSG00000196205.8 EEF1A1P5 chr9 133019486 133020874 + -ENSG00000148308.17 GTF3C5 chr9 133030675 133058503 + -ENSG00000273932.1 MIR6877 chr9 133051996 133052059 + -ENSG00000170835.13 CEL chr9 133061978 133087355 + -ENSG00000170827.9 CELP chr9 133079900 133087355 + -ENSG00000160271.14 RALGDS chr9 133097720 133149334 - -ENSG00000148288.11 GBGT1 chr9 133152948 133163945 - -ENSG00000171102.14 OBP2B chr9 133205277 133209250 - -ENSG00000119440.8 LCN1P1 chr9 133224905 133228591 - -ENSG00000175164.13 ABO chr9 133250401 133275214 - -ENSG00000201843.1 Y_RNA chr9 133302470 133302563 + -ENSG00000204031.3 LCN1P2 chr9 133317794 133318469 + -ENSG00000148296.6 SURF6 chr9 133328774 133336398 - -ENSG00000201451.1 Y_RNA chr9 133337728 133337824 - -ENSG00000148297.15 MED22 chr9 133338323 133348131 - -ENSG00000230064.1 RP11-244N20.7 chr9 133338990 133339465 + -ENSG00000148303.16 RPL7A chr9 133348214 133351426 + -ENSG00000206611.1 SNORD24 chr9 133349396 133349470 + -ENSG00000200831.1 SNORD36B chr9 133350095 133350168 + -ENSG00000199744.1 SNORD36A chr9 133350456 133350528 + -ENSG00000252542.1 SNORD36C chr9 133350847 133350912 + -ENSG00000148290.9 SURF1 chr9 133351755 133356676 - -ENSG00000281114.1 AL593848.2 chr9 133353713 133353831 - -ENSG00000148291.9 SURF2 chr9 133356552 133361169 + -ENSG00000148248.13 SURF4 chr9 133361449 133376166 - -ENSG00000198870.7 STKLD1 chr9 133376367 133406096 + -ENSG00000148300.11 REXO4 chr9 133406059 133418096 - -ENSG00000160323.18 ADAMTS13 chr9 133414358 133459402 + -ENSG00000160325.14 CACFD1 chr9 133459965 133470848 + -ENSG00000160326.13 SLC2A6 chr9 133471095 133479137 - -ENSG00000187616.4 TMEM8C chr9 133514586 133528612 - -ENSG00000197859.9 ADAMTSL2 chr9 133532164 133575519 + -ENSG00000196990.8 FAM163B chr9 133578415 133586197 - -ENSG00000261018.1 LL09NC01-254D11.1 chr9 133611798 133633099 - -ENSG00000123454.10 DBH chr9 133636360 133659344 + -ENSG00000225756.1 DBH-AS1 chr9 133654586 133657313 - -ENSG00000123453.16 SARDH chr9 133663560 133739955 - -ENSG00000160293.16 VAV2 chr9 133761894 133992604 - -ENSG00000235106.8 LINC00094 chr9 134025439 134034666 + -ENSG00000169925.16 BRD3 chr9 134030305 134068535 - -ENSG00000235138.1 RP11-374P20.4 chr9 134054290 134058805 + -ENSG00000271525.1 ARF4P1 chr9 134078904 134079444 + -ENSG00000273249.1 LL09NC01-251B2.3 chr9 134132242 134135772 - -ENSG00000196363.9 WDR5 chr9 134135365 134159968 + -ENSG00000221676.1 RNU6ATAC chr9 134164439 134164564 - -ENSG00000273473.1 LL09NC01-139C3.1 chr9 134168769 134169340 + -ENSG00000223729.1 RP11-145E17.2 chr9 134293931 134295397 - -ENSG00000279929.1 RP11-145E17.3 chr9 134298463 134300413 + -ENSG00000186350.9 RXRA chr9 134317098 134440585 + -ENSG00000263897.1 MIR4669 chr9 134379411 134379472 + -ENSG00000223795.2 RP11-473E2.2 chr9 134505472 134521442 + -ENSG00000228877.2 RP11-473E2.4 chr9 134527182 134545244 + -ENSG00000227150.1 RP11-473E2.3 chr9 134552738 134553897 + -ENSG00000130635.15 COL5A1 chr9 134641774 134844843 + -ENSG00000204011.4 COL5A1-AS1 chr9 134649385 134652843 - -ENSG00000264877.1 AL603650.2 chr9 134848973 134849120 - -ENSG00000265286.1 AL603650.3 chr9 134849175 134849252 - -ENSG00000264744.1 MIR3689C chr9 134849298 134849369 - -ENSG00000265872.1 MIR3689A chr9 134849487 134849564 - -ENSG00000265848.1 MIR3689D1 chr9 134849609 134849682 - -ENSG00000266060.1 AL603650.4 chr9 134849813 134849960 - -ENSG00000263507.1 AL603650.1 chr9 134849991 134850068 - -ENSG00000264163.1 MIR3689B chr9 134850125 134850272 - -ENSG00000264136.1 MIR3689D2 chr9 134850277 134850356 - -ENSG00000266827.1 MIR3689E chr9 134850570 134850641 - -ENSG00000281636.1 AL603650.5 chr9 134850615 134850692 - -ENSG00000266514.1 MIR3689F chr9 134850742 134850807 - -ENSG00000232355.2 RP11-263F14.3 chr9 134868236 134868475 + -ENSG00000160339.15 FCN2 chr9 134880812 134887520 + -ENSG00000085265.10 FCN1 chr9 134905890 134917963 - -ENSG00000236403.1 RP11-447M12.2 chr9 134937151 134943195 + -ENSG00000279935.1 RP11-447M12.3 chr9 134992958 134995854 + -ENSG00000130558.18 OLFM1 chr9 135075243 135121179 + -ENSG00000227958.1 RP11-399H11.3 chr9 135204722 135237597 - -ENSG00000233936.1 RP11-399H11.2 chr9 135245696 135252708 - -ENSG00000178243.4 C9orf62 chr9 135343249 135346562 + -ENSG00000235572.1 RP11-555H7.2 chr9 135352684 135354220 + -ENSG00000224682.1 SOCS5P2 chr9 135447446 135450154 + -ENSG00000225361.3 PPP1R26-AS1 chr9 135462727 135480777 - -ENSG00000196422.10 PPP1R26 chr9 135479079 135488893 + -ENSG00000160345.12 C9orf116 chr9 135495181 135501734 - -ENSG00000122140.10 MRPS2 chr9 135499984 135504673 + -ENSG00000226706.1 RP11-426A6.5 chr9 135503273 135506447 - -ENSG00000160349.9 LCN1 chr9 135521438 135526532 + -ENSG00000221613.1 AL161452.1 chr9 135528611 135528700 - -ENSG00000122136.13 OBP2A chr9 135546139 135549969 + -ENSG00000122133.16 PAEP chr9 135561756 135566955 + -ENSG00000237339.5 LINC01502 chr9 135574935 135587112 + -ENSG00000224045.1 RP11-98L5.4 chr9 135588002 135591975 + -ENSG00000236543.1 RP11-98L5.5 chr9 135614296 135615508 + -ENSG00000204007.6 GLT6D1 chr9 135623656 135639540 - -ENSG00000148386.9 LCN9 chr9 135663322 135666422 + -ENSG00000165643.10 SOHLH1 chr9 135693407 135699528 - -ENSG00000107147.11 KCNT1 chr9 135702185 135795508 + -ENSG00000130559.18 CAMSAP1 chr9 135808487 135907228 - -ENSG00000238058.1 RP11-432J22.2 chr9 135907812 135913513 + -ENSG00000130560.8 UBAC1 chr9 135932969 135961380 - -ENSG00000148411.7 NACC2 chr9 136006537 136095285 - -ENSG00000260193.1 RP11-83N9.5 chr9 136107808 136109424 - -ENSG00000238227.7 C9orf69 chr9 136114581 136118863 - -ENSG00000275329.1 RP11-83N9.6 chr9 136122521 136124363 + -ENSG00000107187.15 LHX3 chr9 136196250 136205109 - -ENSG00000165661.15 QSOX2 chr9 136206333 136245841 - -ENSG00000264527.2 WI2-1959D15.1 chr9 136249971 136251205 - -ENSG00000279813.1 CR392000.1 chr9 136249978 136251205 + -ENSG00000260220.5 WI2-2610K16.2 chr9 136280942 136306901 - -ENSG00000262075.3 DKFZP434A062 chr9 136322303 136327323 - -ENSG00000160360.11 GPSM1 chr9 136327476 136359605 + -ENSG00000213221.4 DNLZ chr9 136359480 136363789 - -ENSG00000187796.13 CARD9 chr9 136361903 136373681 - -ENSG00000165684.3 SNAPC4 chr9 136375577 136398797 - -ENSG00000165689.16 SDCCAG3 chr9 136401922 136410609 - -ENSG00000165688.11 PMPCA chr9 136410570 136423761 + -ENSG00000148384.11 INPP5E chr9 136428619 136439822 - -ENSG00000148396.18 SEC16A chr9 136440096 136483759 - -ENSG00000196366.3 C9orf163 chr9 136483495 136486067 + -ENSG00000148400.9 NOTCH1 chr9 136494444 136545862 - -ENSG00000263403.1 MIR4673 chr9 136519568 136519626 - -ENSG00000227512.1 RP11-413M3.4 chr9 136542881 136543835 + -ENSG00000265181.1 MIR4674 chr9 136546173 136546259 - -ENSG00000237886.1 LINC01573 chr9 136546212 136549893 + -ENSG00000279141.3 LINC01451 chr9 136612024 136617181 - -ENSG00000228401.4 RP11-251M1.1 chr9 136648610 136660421 - -ENSG00000172889.15 EGFL7 chr9 136658856 136672678 + -ENSG00000199161.1 MIR126 chr9 136670602 136670686 + -ENSG00000169692.12 AGPAT2 chr9 136673143 136687423 - -ENSG00000221693.1 AL590226.1 chr9 136694136 136694262 + -ENSG00000165716.9 FAM69B chr9 136712570 136724050 + -ENSG00000233016.6 SNHG7 chr9 136721366 136728184 - -ENSG00000280496.1 SNORA43 chr9 136726104 136726239 - -ENSG00000276161.1 SNORA43 chr9 136726105 136726234 - -ENSG00000274998.1 SNORA17 chr9 136726747 136726879 - -ENSG00000281808.1 SNORA17 chr9 136726748 136726879 - -ENSG00000274356.1 RP11-216L13.21 chr9 136728953 136729855 - -ENSG00000187922.13 LCN10 chr9 136738167 136743356 - -ENSG00000204003.8 RP11-216L13.16 chr9 136738167 136748453 - -ENSG00000267206.5 LCN6 chr9 136744011 136748528 - -ENSG00000278756.1 MIR6722 chr9 136746893 136746970 - -ENSG00000204001.9 LCN8 chr9 136754386 136758543 - -ENSG00000177984.6 LCN15 chr9 136759634 136766255 - -ENSG00000224662.2 ATP6V1G1P3 chr9 136779939 136780218 + -ENSG00000244187.7 TMEM141 chr9 136791355 136793257 + -ENSG00000272896.1 RP11-216L13.17 chr9 136791379 136800595 + -ENSG00000213213.13 CCDC183 chr9 136796350 136807741 + -ENSG00000273066.5 RP11-216L13.19 chr9 136799223 136810042 + -ENSG00000272679.1 RP11-216L13.18 chr9 136800366 136829466 + -ENSG00000228544.1 CCDC183-AS1 chr9 136803927 136808848 - -ENSG00000196642.15 RABL6 chr9 136807922 136957733 + -ENSG00000213212.3 NCLP1 chr9 136812788 136815536 - -ENSG00000265806.1 MIR4292 chr9 136830957 136831023 + -ENSG00000232434.2 C9orf172 chr9 136844415 136848801 + -ENSG00000054148.17 PHPT1 chr9 136848724 136851027 + -ENSG00000177943.13 MAMDC4 chr9 136850943 136860799 + -ENSG00000107223.12 EDF1 chr9 136862119 136866286 - -ENSG00000127191.17 TRAF2 chr9 136881912 136926607 + -ENSG00000266507.1 MIR4479 chr9 136886733 136886803 + -ENSG00000213590.2 RP11-229P13.2 chr9 136935840 136937161 + -ENSG00000260190.1 RP11-229P13.25 chr9 136937169 136937988 - -ENSG00000159069.13 FBXW5 chr9 136940435 136944696 - -ENSG00000176919.11 C8G chr9 136945246 136946974 + -ENSG00000184925.11 LCN12 chr9 136949551 136955497 + -ENSG00000198454.2 PRR31 chr9 136969243 136971990 + -ENSG00000238268.2 RP11-229P13.19 chr9 136975094 136976981 + -ENSG00000107317.11 PTGDS chr9 136977505 136985435 + -ENSG00000214402.6 LCNL1 chr9 136981904 136986410 + -ENSG00000148362.10 C9orf142 chr9 136992418 136993984 + -ENSG00000169583.12 CLIC3 chr9 136994635 136996803 - -ENSG00000107331.16 ABCA2 chr9 137007227 137028922 - -ENSG00000180539.7 C9orf139 chr9 137027464 137037957 + -ENSG00000180549.7 FUT7 chr9 137030174 137033010 - -ENSG00000279073.3 RP11-229P13.27 chr9 137031241 137040436 - -ENSG00000107281.9 NPDC1 chr9 137039470 137046203 - -ENSG00000054179.11 ENTPD2 chr9 137048098 137054045 - -ENSG00000236394.2 RP11-229P13.15 chr9 137052662 137053375 + -ENSG00000229257.2 RP11-229P13.22 chr9 137057663 137062461 + -ENSG00000186193.8 SAPCD2 chr9 137062124 137070588 - -ENSG00000231864.2 RP11-229P13.23 chr9 137063535 137064581 + -ENSG00000197355.10 UAP1L1 chr9 137077501 137084539 + -ENSG00000268996.3 MAN1B1-AS1 chr9 137084946 137086817 - -ENSG00000177239.14 MAN1B1 chr9 137086927 137109187 + -ENSG00000199411.1 SNORD62 chr9 137094345 137094430 + -ENSG00000176978.13 DPP7 chr9 137110542 137115177 - -ENSG00000176884.14 GRIN1 chr9 137138390 137168762 + -ENSG00000184709.7 LRRC26 chr9 137168758 137170051 - -ENSG00000261793.1 RP11-350O14.18 chr9 137168854 137171984 - -ENSG00000263697.1 MIR3621 chr9 137169186 137169270 - -ENSG00000185863.7 TMEM210 chr9 137170858 137172409 - -ENSG00000176248.8 ANAPC2 chr9 137174784 137188549 - -ENSG00000176101.11 SSNA1 chr9 137188647 137190370 + -ENSG00000176058.11 TPRN chr9 137191617 137204193 - -ENSG00000187713.6 TMEM203 chr9 137204082 137205638 - -ENSG00000188566.11 NDOR1 chr9 137205670 137217009 + -ENSG00000212864.3 RNF208 chr9 137220247 137221581 - -ENSG00000197191.4 CYSRT1 chr9 137224635 137226311 + -ENSG00000233198.3 RNF224 chr9 137227271 137229638 + -ENSG00000198569.9 SLC34A3 chr9 137230757 137236554 + -ENSG00000188229.5 TUBB4B chr9 137241213 137243707 + -ENSG00000188163.7 FAM166A chr9 137243584 137247770 - -ENSG00000275549.1 C9orf173-AS1 chr9 137250219 137253497 - -ENSG00000197768.10 C9orf173 chr9 137251261 137253483 + -ENSG00000188986.4 NELFB chr9 137255173 137273546 + -ENSG00000198113.2 TOR4A chr9 137277749 137282641 + -ENSG00000270259.2 RP13-122B23.9 chr9 137286112 137287236 + -ENSG00000260996.1 RP13-122B23.8 chr9 137293868 137295721 - -ENSG00000198435.3 NRARP chr9 137300482 137302251 - -ENSG00000187609.15 EXD3 chr9 137306896 137423262 - -ENSG00000188747.8 NOXA1 chr9 137423350 137434406 + -ENSG00000188833.9 ENTPD8 chr9 137434364 137441816 - -ENSG00000165802.19 NSMF chr9 137447570 137459334 - -ENSG00000276682.1 MIR7114 chr9 137450026 137450086 - -ENSG00000130653.15 PNPLA7 chr9 137459953 137550534 - -ENSG00000263933.1 AL365502.1 chr9 137545748 137545833 + -ENSG00000182154.7 MRPL41 chr9 137551199 137552555 + -ENSG00000148399.11 DPH7 chr9 137554904 137578935 - -ENSG00000165724.5 ZMYND19 chr9 137582079 137590490 - -ENSG00000197070.13 ARRDC1 chr9 137605654 137615360 + -ENSG00000203993.4 ARRDC1-AS1 chr9 137615332 137618906 - -ENSG00000181090.17 EHMT1 chr9 137618963 137870016 + -ENSG00000274841.1 Metazoa_SRP chr9 137638128 137638408 - -ENSG00000233998.1 SETP5 chr9 137640986 137641547 - -ENSG00000281796.1 EHMT1-IT1 chr9 137763022 137764770 + -ENSG00000255585.3 RP11-188C12.2 chr9 137776539 137789235 - -ENSG00000207693.1 MIR602 chr9 137838419 137838516 + -ENSG00000203987.2 RP11-188C12.3 chr9 137867925 137892570 - -ENSG00000148408.12 CACNA1B chr9 137877789 138124624 + -ENSG00000276388.1 RP11-424E7.5 chr9 138129399 138129526 + -ENSG00000229926.1 RP11-424E7.3 chr9 138137095 138143864 + -ENSG00000159247.12 TUBBP5 chr9 138150113 138177369 + -ENSG00000278130.1 RP11-424E7.6 chr9 138177426 138179774 - -ENSG00000237419.1 RP11-885N19.6 chr9 138199933 138203325 - -ENSG00000233013.8 FAM157B chr9 138216187 138252994 + -ENSG00000223256.1 RNU6-785P chr9 138259595 138259698 + -ENSG00000250210.4 FO082796.1 chr9 138281751 138294550 + -ENSG00000260370.1 RP11-631M21.1 chr10 14061 16544 - -ENSG00000237297.1 RP11-631M21.6 chr10 44712 46884 + -ENSG00000261456.5 TUBB8 chr10 46892 74163 - -ENSG00000232420.2 IL9RP2 chr10 80394 86265 - -ENSG00000015171.18 ZMYND11 chr10 134465 254637 + -ENSG00000276662.1 RP11-631M21.7 chr10 147820 148751 - -ENSG00000212331.1 RNA5SP297 chr10 154831 154943 - -ENSG00000264544.2 AL589988.1 chr10 199882 199981 - -ENSG00000151240.15 DIP2C chr10 274190 689743 - -ENSG00000264248.1 AL603831.1 chr10 277184 277308 + -ENSG00000201861.1 RNA5SP298 chr10 282015 282125 - -ENSG00000239822.3 RN7SL754P chr10 430239 430504 - -ENSG00000233021.2 RP11-490E15.2 chr10 437561 441170 + -ENSG00000225140.1 RP11-809C18.3 chr10 628638 631255 + -ENSG00000263511.1 MIR5699 chr10 641689 641778 - -ENSG00000180525.11 PRR26 chr10 649948 669581 + -ENSG00000231601.1 RP11-164C1.2 chr10 743992 744958 + -ENSG00000107929.14 LARP4B chr10 806914 931705 - -ENSG00000229869.1 RP11-363N22.2 chr10 933026 942743 + -ENSG00000205740.2 RP11-363N22.3 chr10 971146 988341 - -ENSG00000107937.18 GTPBP4 chr10 988019 1019936 + -ENSG00000148377.5 IDI2 chr10 1018907 1025859 - -ENSG00000232656.7 IDI2-AS1 chr10 1022666 1044201 + -ENSG00000067064.10 IDI1 chr10 1039908 1049170 - -ENSG00000047056.14 WDR37 chr10 1049538 1132297 + -ENSG00000229205.2 LINC00200 chr10 1159768 1164672 + -ENSG00000185736.15 ADARB2 chr10 1177318 1737476 - -ENSG00000282390.1 RP11-29A19.2 chr10 1290018 1293002 - -ENSG00000233052.1 RP11-398B16.2 chr10 1361001 1361637 - -ENSG00000205696.4 ADARB2-AS1 chr10 1526637 1556984 + -ENSG00000234962.5 LINC00700 chr10 2005473 2014348 - -ENSG00000226694.2 RP11-69C17.2 chr10 2071845 2081097 + -ENSG00000278069.1 MIR6072 chr10 2076019 2076089 - -ENSG00000252998.1 RNU6-889P chr10 2098167 2098269 + -ENSG00000227912.1 RP11-69C17.3 chr10 2166332 2169460 + -ENSG00000231326.6 RP11-69C17.4 chr10 2169140 2189474 - -ENSG00000212156.1 RNU6-576P chr10 2199387 2199488 + -ENSG00000234556.1 LINC00701 chr10 2305083 2315075 - -ENSG00000234170.5 RP11-446F3.2 chr10 2446253 2447352 - -ENSG00000264261.1 AC024908.1 chr10 2453135 2453224 - -ENSG00000237500.1 RP11-526P5.1 chr10 2499721 2500570 + -ENSG00000235281.1 RP11-526P5.2 chr10 2501783 2567239 + -ENSG00000265463.2 AL355361.1 chr10 2789039 2789125 - -ENSG00000231743.1 RP11-89K18.1 chr10 2936021 2936441 + -ENSG00000234182.1 RP11-118K6.2 chr10 3010531 3013111 + -ENSG00000273001.1 RP11-118K6.3 chr10 3065424 3066001 - -ENSG00000067057.16 PFKP chr10 3066333 3137712 + -ENSG00000278419.1 RP11-298E9.7 chr10 3134566 3145166 + -ENSG00000107959.15 PITRM1 chr10 3137728 3172841 - -ENSG00000237399.7 PITRM1-AS1 chr10 3141632 3167972 + -ENSG00000236968.1 RP11-298E9.5 chr10 3223816 3227407 + -ENSG00000275926.1 AL451164.1 chr10 3234463 3234600 + -ENSG00000226762.1 RP11-298E9.6 chr10 3240371 3257210 - -ENSG00000227338.1 RP11-195B3.1 chr10 3266003 3267015 + -ENSG00000233321.1 RP11-482E14.1 chr10 3486894 3502838 - -ENSG00000236892.1 RP11-482E14.2 chr10 3532094 3537031 - -ENSG00000229672.2 RP11-184A2.3 chr10 3751067 3763226 + -ENSG00000228353.1 RP11-184A2.2 chr10 3767915 3768751 + -ENSG00000067082.14 KLF6 chr10 3775996 3785281 - -ENSG00000230573.1 RP11-464C19.2 chr10 3833950 3834728 + -ENSG00000226005.3 RP11-464C19.3 chr10 3934519 3935813 + -ENSG00000274809.1 MIR6078 chr10 3991160 3991259 + -ENSG00000227101.1 RP11-433J20.2 chr10 4024940 4028394 + -ENSG00000236990.1 RP11-433J20.1 chr10 4051726 4089013 + -ENSG00000233117.2 LINC00702 chr10 4201141 4243912 - -ENSG00000224382.1 LINC00703 chr10 4384246 4410612 + -ENSG00000230096.1 RP11-34C15.2 chr10 4415305 4426179 - -ENSG00000207124.1 RNU6-163P chr10 4514952 4515057 + -ENSG00000231298.6 LINC00704 chr10 4650185 4678154 - -ENSG00000225269.2 LINC00705 chr10 4655427 4662419 + -ENSG00000165568.17 AKR1E2 chr10 4786629 4848062 + -ENSG00000151631.8 AKR1C6P chr10 4871901 4891975 - -ENSG00000151632.16 AKR1C2 chr10 4922564 5135226 - -ENSG00000238840.1 U8 chr10 4962436 4962568 - -ENSG00000187134.12 AKR1C1 chr10 4963253 5107522 + -ENSG00000224251.6 RP11-499O7.7 chr10 4995488 4997380 + -ENSG00000239148.1 U8 chr10 5004710 5004842 + -ENSG00000196139.11 AKR1C3 chr10 5035354 5107686 + -ENSG00000237831.1 RP11-499O7.4 chr10 5048812 5051670 + -ENSG00000239142.1 U8 chr10 5093408 5093543 - -ENSG00000225418.1 AKR1C5P chr10 5122087 5135226 - -ENSG00000264006.6 AKR1C8P chr10 5154143 5185187 - -ENSG00000198610.10 AKR1C4 chr10 5195462 5218949 + -ENSG00000228291.1 RP11-445P17.6 chr10 5207169 5207742 + -ENSG00000231039.2 RP11-445P17.3 chr10 5234358 5263408 + -ENSG00000224034.1 RP11-445P17.8 chr10 5266033 5271236 - -ENSG00000215267.8 AKR1C7P chr10 5275173 5288470 - -ENSG00000223987.1 RP11-445P17.5 chr10 5304431 5304865 - -ENSG00000280450.1 XXyac-YR21CG7.1 chr10 5346651 5347277 + -ENSG00000178473.6 UCN3 chr10 5365009 5374692 + -ENSG00000178462.11 TUBAL3 chr10 5393098 5404830 - -ENSG00000173848.18 NET1 chr10 5412551 5458463 + -ENSG00000178372.7 CALML5 chr10 5498697 5499555 - -ENSG00000205488.8 CALML3-AS1 chr10 5514244 5526246 - -ENSG00000178363.4 CALML3 chr10 5524009 5526771 + -ENSG00000256462.1 RP11-116G8.5 chr10 5524976 5525742 - -ENSG00000242147.1 RP13-463N16.6 chr10 5594991 5596118 - -ENSG00000231483.1 RP11-336A10.5 chr10 5608475 5610793 - -ENSG00000228951.1 RP11-336A10.4 chr10 5616862 5618161 - -ENSG00000228685.1 RP11-336A10.7 chr10 5624931 5625126 + -ENSG00000240577.3 RN7SL445P chr10 5631463 5631755 + -ENSG00000196372.12 ASB13 chr10 5638867 5666595 - -ENSG00000108021.19 FAM208B chr10 5684838 5763740 + -ENSG00000226647.2 RP11-336A10.2 chr10 5712174 5744067 - -ENSG00000057608.16 GDI2 chr10 5765223 5842132 - -ENSG00000270427.1 NRBF2P5 chr10 5776071 5776858 + -ENSG00000272764.1 RP11-318E3.9 chr10 5813985 5814441 + -ENSG00000134461.15 ANKRD16 chr10 5861617 5889906 - -ENSG00000240180.1 RP11-318E3.4 chr10 5861805 5862594 - -ENSG00000134452.19 FBXO18 chr10 5890203 5937594 + -ENSG00000232807.2 RP11-536K7.3 chr10 5934270 5945900 - -ENSG00000134470.19 IL15RA chr10 5937569 5978187 - -ENSG00000134460.15 IL2RA chr10 6010689 6062325 - -ENSG00000251922.1 SNORA14 chr10 6017054 6017194 - -ENSG00000229664.1 RP11-536K7.5 chr10 6025978 6036427 + -ENSG00000214015.3 RP11-414H17.2 chr10 6071514 6071918 - -ENSG00000134453.15 RBM17 chr10 6088987 6117457 + -ENSG00000170525.18 PFKFB3 chr10 6144934 6235545 + -ENSG00000201581.1 RN7SKP78 chr10 6149623 6149940 + -ENSG00000263628.1 MIR3155A chr10 6152196 6152277 + -ENSG00000213994.3 RP11-414H17.5 chr10 6197612 6202693 - -ENSG00000238366.1 Y_RNA chr10 6245731 6245831 - -ENSG00000215244.2 RP11-563J2.2 chr10 6277687 6335982 + -ENSG00000226705.1 SDCBPP1 chr10 6293100 6294684 - -ENSG00000212743.2 RP11-563J2.3 chr10 6350316 6352762 + -ENSG00000065675.14 PRKCQ chr10 6427143 6580301 - -ENSG00000237943.6 PRKCQ-AS1 chr10 6580419 6616452 + -ENSG00000225948.2 RP11-554I8.1 chr10 6618716 6625346 + -ENSG00000281532.1 AL158210.1 chr10 6655662 6655798 + -ENSG00000223784.1 RP11-554I8.2 chr10 6737382 6739026 + -ENSG00000281186.1 LINC00706 chr10 6774307 6779180 - -ENSG00000238266.1 LINC00707 chr10 6779598 6842906 + -ENSG00000234248.1 RP11-799O21.2 chr10 6891457 6920472 - -ENSG00000223581.1 RP11-393K12.2 chr10 7097152 7097675 + -ENSG00000270811.1 RP11-393K12.4 chr10 7154120 7154236 + -ENSG00000198879.11 SFMBT2 chr10 7158624 7411486 - -ENSG00000235141.1 COX6CP17 chr10 7295106 7295290 - -ENSG00000278982.1 RP5-1031D4.3 chr10 7411599 7413467 + -ENSG00000232591.1 RP5-1031D4.2 chr10 7445558 7471942 - -ENSG00000207453.1 RNU6-535P chr10 7486703 7486809 - -ENSG00000230121.1 RP11-385N23.1 chr10 7533207 7536565 + -ENSG00000123243.14 ITIH5 chr10 7559270 7666998 - -ENSG00000151655.17 ITIH2 chr10 7703269 7749520 + -ENSG00000151657.11 KIN chr10 7750962 7787981 - -ENSG00000165629.19 ATP5C1 chr10 7788129 7807815 + -ENSG00000165632.7 TAF3 chr10 7818504 8016627 + -ENSG00000233990.1 RP11-401E9.3 chr10 7833618 7833957 - -ENSG00000197308.8 GATA3-AS1 chr10 8050450 8053484 - -ENSG00000232638.1 RP11-379F12.4 chr10 8051541 8053084 + -ENSG00000243350.1 RP11-379F12.3 chr10 8052242 8053449 - -ENSG00000107485.15 GATA3 chr10 8053604 8075198 + -ENSG00000225053.1 PRPF38AP1 chr10 8161260 8162192 + -ENSG00000232170.5 LINC00708 chr10 8259331 8268305 - -ENSG00000226861.1 RP5-1119O21.2 chr10 8298897 8301667 + -ENSG00000226990.1 RP11-543F8.2 chr10 8400860 8461863 + -ENSG00000271251.1 RP11-543F8.3 chr10 8472719 8472952 + -ENSG00000213771.3 KRT8P37 chr10 8513687 8515106 - -ENSG00000236420.1 CHCHD3P1 chr10 8619933 8620608 + -ENSG00000212505.1 RNA5SP299 chr10 8656716 8656831 - -ENSG00000270234.1 RP11-575N15.1 chr10 8724010 8724288 + -ENSG00000234752.1 RP11-428L9.1 chr10 8897989 8914596 + -ENSG00000223808.1 RP11-428L9.2 chr10 8970125 8973468 + -ENSG00000230014.1 LINC00709 chr10 9275833 9287057 + -ENSG00000235838.1 HSP90AB7P chr10 9721963 9724416 - -ENSG00000228636.1 RP5-1051H14.2 chr10 9758783 9759237 - -ENSG00000224788.1 RP5-933E2.1 chr10 10058722 10063502 + -ENSG00000229919.3 TCEB1P3 chr10 10174230 10174577 + -ENSG00000200849.1 Y_RNA chr10 10232611 10232712 + -ENSG00000272436.1 CUX2P1 chr10 10257169 10257466 - -ENSG00000234306.1 RP11-271F18.1 chr10 10365180 10366487 - -ENSG00000279575.1 RP11-271F18.3 chr10 10394670 10395737 + -ENSG00000270111.1 RP11-271F18.4 chr10 10419538 10462349 - -ENSG00000228997.1 RP1-186E20.1 chr10 10776223 10776661 - -ENSG00000225383.6 SFTA1P chr10 10784437 10794980 - -ENSG00000229240.7 LINC00710 chr10 10917880 10952234 - -ENSG00000231496.1 RP1-251M9.2 chr10 10960151 10970816 + -ENSG00000048740.17 CELF2 chr10 11005321 11336675 + -ENSG00000228027.1 RP1-251M9.3 chr10 11010164 11011119 - -ENSG00000229206.3 RP11-397O4.1 chr10 11030334 11030868 - -ENSG00000237986.2 CELF2-AS2 chr10 11075131 11098473 - -ENSG00000230322.1 RP3-323N1.2 chr10 11168922 11171376 - -ENSG00000181800.5 CELF2-AS1 chr10 11316834 11319884 - -ENSG00000280086.1 RP11-544P1.3 chr10 11395808 11398792 + -ENSG00000148429.14 USP6NL chr10 11453946 11611754 - -ENSG00000271360.1 RP11-138I18.1 chr10 11611305 11612227 + -ENSG00000271046.1 RP11-138I18.2 chr10 11679675 11680514 + -ENSG00000134463.14 ECHDC3 chr10 11742366 11764070 + -ENSG00000148426.12 PROSER2 chr10 11823339 11872277 + -ENSG00000225778.5 PROSER2-AS1 chr10 11849608 11894700 - -ENSG00000151461.19 UPF2 chr10 11920022 12043170 - -ENSG00000251957.1 RNU6-1095P chr10 11923181 11923288 + -ENSG00000273781.1 AL138898.1 chr10 11927351 11927441 - -ENSG00000181192.11 DHTKD1 chr10 12068972 12123225 + -ENSG00000272507.1 RNU6-88P chr10 12116280 12116379 - -ENSG00000065665.20 SEC61A2 chr10 12129637 12169961 + -ENSG00000265653.1 MIR548AK chr10 12130760 12130816 - -ENSG00000165609.12 NUDT5 chr10 12165325 12196144 - -ENSG00000151465.13 CDC123 chr10 12195965 12250589 + -ENSG00000228302.2 RP11-186N15.3 chr10 12244751 12247845 - -ENSG00000264036.2 RN7SL198P chr10 12328132 12328389 - -ENSG00000183049.12 CAMK1D chr10 12349482 12835545 + -ENSG00000252438.1 SNORD45 chr10 12415928 12416000 + -ENSG00000252118.1 RNU6ATAC39P chr10 12456483 12456631 + -ENSG00000263584.1 MIR4480 chr10 12578753 12578823 + -ENSG00000221331.1 MIR548Q chr10 12725254 12725353 - -ENSG00000151468.10 CCDC3 chr10 12896625 13099652 - -ENSG00000212499.1 RNA5SP300 chr10 12924679 12924785 - -ENSG00000225251.1 RPL5P25 chr10 13057902 13058676 - -ENSG00000123240.16 OPTN chr10 13099449 13138308 + -ENSG00000235763.1 SNRPGP5 chr10 13104574 13104793 - -ENSG00000234175.1 RP11-730A19.9 chr10 13139196 13139533 - -ENSG00000228330.1 RP11-730A19.5 chr10 13142185 13142977 - -ENSG00000203414.2 BTBD7P1 chr10 13156684 13158136 - -ENSG00000237540.1 RP11-730A19.7 chr10 13159477 13159777 - -ENSG00000065328.16 MCM10 chr10 13161554 13211104 + -ENSG00000272055.1 RNU6-6P chr10 13217269 13217375 + -ENSG00000165623.9 UCMA chr10 13221767 13234334 - -ENSG00000107537.13 PHYH chr10 13277796 13302412 - -ENSG00000226209.1 C8orf59P1 chr10 13308145 13308447 - -ENSG00000086475.14 SEPHS1 chr10 13317424 13348298 - -ENSG00000233256.1 RP11-445K13.2 chr10 13415202 13423133 + -ENSG00000165626.16 BEND7 chr10 13438484 13528974 - -ENSG00000202508.1 Y_RNA chr10 13511206 13511313 - -ENSG00000227175.1 RP11-214D15.2 chr10 13528516 13530262 + -ENSG00000165630.13 PRPF18 chr10 13586927 13630868 + -ENSG00000227474.1 RP11-295P9.2 chr10 13591460 13592323 - -ENSG00000282246.1 RP11-295P9.13 chr10 13610047 13655929 + -ENSG00000239665.8 RP11-295P9.3 chr10 13631143 13668445 + -ENSG00000151474.19 FRMD4A chr10 13643706 14462142 - -ENSG00000273474.1 RP11-295P9.12 chr10 13675646 13675990 + -ENSG00000268549.1 RP11-295P9.8 chr10 13682521 13684874 + -ENSG00000222235.1 AL157392.1 chr10 13704978 13705072 + -ENSG00000225112.1 RP11-295P9.6 chr10 13710415 13712054 + -ENSG00000199407.1 RNA5SP301 chr10 13727796 13727916 + -ENSG00000234091.1 RP11-353M9.1 chr10 13729383 13756200 + -ENSG00000215227.4 NUTF2P5 chr10 13870797 13871175 + -ENSG00000229751.1 RP11-142M10.2 chr10 13991815 14007526 + -ENSG00000235410.1 RP11-397C18.2 chr10 14074284 14087605 + -ENSG00000266321.1 MIR4293 chr10 14383200 14383277 - -ENSG00000278100.1 Metazoa_SRP chr10 14391875 14392196 + -ENSG00000221371.1 MIR1265 chr10 14436576 14436661 + -ENSG00000065809.13 FAM107B chr10 14518557 14774897 - -ENSG00000236495.1 RP11-7C6.1 chr10 14652742 14661691 + -ENSG00000201766.1 RNA5SP302 chr10 14663395 14663494 - -ENSG00000237032.1 RP11-398C13.2 chr10 14723171 14724055 - -ENSG00000185267.9 CDNF chr10 14819250 14838575 - -ENSG00000187522.13 HSPA14 chr10 14838164 14871741 + -ENSG00000272853.1 RP11-398C13.6 chr10 14877688 14878686 - -ENSG00000152455.15 SUV39H2 chr10 14878820 14904315 + -ENSG00000152457.17 DCLRE1C chr10 14897359 14954432 - -ENSG00000197889.9 MEIG1 chr10 14959439 14988050 + -ENSG00000235623.2 OR7E110P chr10 14986942 14987515 - -ENSG00000228547.5 OR7E26P chr10 14999050 15000055 - -ENSG00000182531.7 OR7E115P chr10 15007861 15008884 - -ENSG00000237470.3 DCLRE1CP1 chr10 15015370 15021863 - -ENSG00000152463.14 OLAH chr10 15032227 15073852 + -ENSG00000176244.6 ACBD7 chr10 15077523 15088776 - -ENSG00000228312.1 GAPDHP45 chr10 15093263 15093611 - -ENSG00000176236.6 C10orf111 chr10 15095385 15097319 - -ENSG00000152464.14 RPP38 chr10 15097180 15139818 + -ENSG00000152465.17 NMT2 chr10 15102584 15168693 - -ENSG00000206448.3 PPIAP30 chr10 15154802 15155320 - -ENSG00000228181.1 RP11-455B2.9 chr10 15171036 15171278 - -ENSG00000148468.16 FAM171A1 chr10 15211643 15371062 - -ENSG00000232739.1 RP11-25G10.2 chr10 15237492 15241767 + -ENSG00000077943.7 ITGA8 chr10 15513949 15720125 - -ENSG00000148481.13 FAM188A chr10 15778170 15860520 - -ENSG00000252537.1 SNORA31 chr10 16005808 16005923 + -ENSG00000237913.1 FTLP19 chr10 16071416 16071809 - -ENSG00000201260.1 RNU6-1075P chr10 16207821 16207927 - -ENSG00000226140.5 RP11-461K13.1 chr10 16278701 16295858 + -ENSG00000165983.14 PTER chr10 16436943 16513745 + -ENSG00000223156.1 RNU2-18P chr10 16476003 16476164 + -ENSG00000165985.9 C1QL3 chr10 16513743 16522005 - -ENSG00000148484.17 RSU1 chr10 16590611 16817528 - -ENSG00000225213.2 RP11-197M22.2 chr10 16721352 16748377 - -ENSG00000275001.1 uc_338 chr10 16767235 16767416 + -ENSG00000107611.14 CUBN chr10 16823964 17129831 - -ENSG00000273153.1 RP11-406H21.2 chr10 17137336 17137585 - -ENSG00000107614.21 TRDMT1 chr10 17142254 17202054 - -ENSG00000229124.6 VIM-AS1 chr10 17214239 17229985 - -ENSG00000026025.13 VIM chr10 17228259 17237593 + -ENSG00000234961.1 RP11-124N14.3 chr10 17233325 17234833 - -ENSG00000148488.15 ST8SIA6 chr10 17318383 17454330 - -ENSG00000204832.9 ST8SIA6-AS1 chr10 17386936 17413503 + -ENSG00000251803.1 Y_RNA chr10 17403508 17403620 + -ENSG00000236582.1 PRPF38AP2 chr10 17577362 17578212 + -ENSG00000165996.13 HACD1 chr10 17589032 17617377 - -ENSG00000280126.2 AC069542.1 chr10 17602910 17603127 + -ENSG00000260589.1 STAM-AS1 chr10 17641284 17643878 - -ENSG00000136738.14 STAM chr10 17644125 17715914 + -ENSG00000229190.1 RP11-390B4.3 chr10 17695709 17700232 - -ENSG00000148483.8 TMEM236 chr10 17752252 17800868 + -ENSG00000260314.2 MRC1 chr10 17809344 17911170 + -ENSG00000281531.1 Metazoa_SRP chr10 17832409 17832705 + -ENSG00000207938.1 MIR511 chr10 17845107 17845193 + -ENSG00000235637.1 RP11-457D2.3 chr10 17862887 17865471 - -ENSG00000148482.11 SLC39A12 chr10 17951839 18043292 + -ENSG00000226083.5 SLC39A12-AS1 chr10 18001786 18010562 - -ENSG00000165995.18 CACNB2 chr10 18140677 18541869 + -ENSG00000235020.4 RP11-109I13.2 chr10 18206127 18261194 - -ENSG00000240291.1 RP11-499P20.2 chr10 18513115 18545651 - -ENSG00000225527.1 RP11-383B4.4 chr10 18531849 18533336 - -ENSG00000241058.3 NSUN6 chr10 18545561 18659285 - -ENSG00000165997.4 ARL5B chr10 18659405 18681639 + -ENSG00000225509.1 AIFM1P1 chr10 18735745 18738631 + -ENSG00000234244.1 RP11-139J15.5 chr10 18746433 18747853 + -ENSG00000234813.1 RP11-288D15.1 chr10 18940501 18940953 + -ENSG00000204740.9 MALRD1 chr10 19048771 19790401 + -ENSG00000226255.1 UBE2V2P1 chr10 19051455 19052170 + -ENSG00000227734.1 RP11-49L2.1 chr10 19290223 19291480 - -ENSG00000239539.1 HMGN1P20 chr10 19489101 19489400 + -ENSG00000236960.1 RP11-265G8.3 chr10 19491072 19491299 - -ENSG00000200545.2 U3 chr10 19598247 19598463 + -ENSG00000252001.1 RNA5SP303 chr10 19633683 19633812 - -ENSG00000233968.6 RP11-354E11.2 chr10 19710328 19728550 - -ENSG00000230818.1 MTND2P16 chr10 19747823 19748621 + -ENSG00000212072.1 AL353147.1 chr10 19783557 19783660 - -ENSG00000252832.1 RNU6-1212P chr10 19792998 19793101 - -ENSG00000120594.16 PLXDC2 chr10 19816239 20289856 + -ENSG00000238246.1 RP11-575A19.2 chr10 20070805 20091784 - -ENSG00000228339.1 AMD1P1 chr10 20350049 20351100 + -ENSG00000270727.1 RP11-51E20.1 chr10 20547171 20547422 + -ENSG00000265372.1 MIR4675 chr10 20551970 20552046 + -ENSG00000078114.18 NEBL chr10 20779973 21174187 - -ENSG00000235940.1 MTND1P21 chr10 20804293 20804577 + -ENSG00000230112.1 RP11-56H7.2 chr10 20841375 20841560 + -ENSG00000228753.1 EIF4BP2 chr10 21028999 21030792 + -ENSG00000228219.1 NPM1P30 chr10 21110682 21113388 + -ENSG00000204683.10 C10orf113 chr10 21125763 21146559 - -ENSG00000231920.1 NEBL-AS1 chr10 21174014 21175048 + -ENSG00000228860.1 RP11-565H13.3 chr10 21217891 21218279 + -ENSG00000232853.1 LUZP4P1 chr10 21247752 21248095 + -ENSG00000207264.1 RNU6-15P chr10 21321961 21322067 + -ENSG00000230109.1 RP11-275N1.1 chr10 21340233 21372950 - -ENSG00000231553.1 RNMTL1P1 chr10 21394033 21394592 + -ENSG00000278650.1 RP11-275N1.3 chr10 21452197 21452412 + -ENSG00000273566.1 Metazoa_SRP chr10 21455236 21455515 - -ENSG00000199222.1 Y_RNA chr10 21481716 21481817 + -ENSG00000204682.5 CASC10 chr10 21492658 21497262 - -ENSG00000222071.1 MIR1915 chr10 21496562 21496641 - -ENSG00000180592.16 SKIDA1 chr10 21513478 21526368 - -ENSG00000078403.16 MLLT10 chr10 21524675 21743630 + -ENSG00000207347.1 RNU6-306P chr10 21564471 21564577 - -ENSG00000223984.1 HNRNPRP1 chr10 21624592 21626286 - -ENSG00000201390.1 RNU6-1141P chr10 21661635 21661741 - -ENSG00000136770.10 DNAJC1 chr10 21756537 22003769 - -ENSG00000252634.1 RN7SKP219 chr10 21785292 21785587 + -ENSG00000279623.1 RP11-399C16.3 chr10 21865335 21865921 - -ENSG00000201364.1 RN7SKP37 chr10 21933143 21933438 + -ENSG00000232497.1 ADIPOR1P1 chr10 22162992 22165794 + -ENSG00000236777.1 RP11-108B14.1 chr10 22163092 22164306 + -ENSG00000223601.2 EBLN1 chr10 22208814 22210021 - -ENSG00000260205.1 RP11-108B14.5 chr10 22218074 22221168 + -ENSG00000227462.1 RP11-108B14.4 chr10 22225698 22226024 + -ENSG00000279631.1 RP11-573G6.4 chr10 22252072 22254589 + -ENSG00000261671.1 RP11-573G6.6 chr10 22257786 22258548 + -ENSG00000233318.2 RP11-573G6.2 chr10 22266991 22267346 + -ENSG00000148444.15 COMMD3 chr10 22315974 22320308 + -ENSG00000269897.5 COMMD3-BMI1 chr10 22316388 22329542 + -ENSG00000168283.13 BMI1 chr10 22321211 22331484 + -ENSG00000272516.1 RP11-573G6.9 chr10 22332404 22332987 + -ENSG00000271981.1 RP11-573G6.8 chr10 22332587 22332981 - -ENSG00000272366.1 RP11-573G6.10 chr10 22340377 22340615 - -ENSG00000077327.15 SPAG6 chr10 22345445 22454224 + -ENSG00000233451.1 RP11-301N24.3 chr10 22361172 22413067 + -ENSG00000150867.13 PIP4K2A chr10 22534849 22714555 - -ENSG00000279819.1 RP11-142L16.2 chr10 22693953 22694639 - -ENSG00000206842.1 RNU6-413P chr10 22787393 22787499 + -ENSG00000165309.13 ARMC3 chr10 22928024 23038523 + -ENSG00000223131.1 RNA5SP304 chr10 22997255 22997358 + -ENSG00000221221.1 AL139815.1 chr10 23074383 23074478 - -ENSG00000148450.12 MSRB2 chr10 23095506 23122013 + -ENSG00000229932.3 YWHAZP3 chr10 23136924 23137661 + -ENSG00000252049.1 SNORA40 chr10 23166985 23167101 + -ENSG00000168267.5 PTF1A chr10 23192327 23194252 + -ENSG00000204566.6 LINC01552 chr10 23203816 23239816 - -ENSG00000227537.1 RP11-215C7.3 chr10 23258211 23258545 + -ENSG00000179133.11 C10orf67 chr10 23267195 23344845 - -ENSG00000224215.1 RP11-371A19.2 chr10 23343957 23345181 + -ENSG00000264574.1 MIR1254-2 chr10 23393405 23393467 + -ENSG00000165312.6 OTUD1 chr10 23439458 23442390 + -ENSG00000120549.15 KIAA1217 chr10 23694746 24547848 + -ENSG00000276037.1 AL355977.1 chr10 23718087 23718188 + -ENSG00000223928.1 RP11-183E9.2 chr10 24157835 24158781 + -ENSG00000277563.1 PRINS chr10 24255246 24255333 + -ENSG00000207930.1 MIR603 chr10 24275685 24275781 + -ENSG00000279029.1 RP11-144I2.1 chr10 24481180 24483034 - -ENSG00000107863.16 ARHGAP21 chr10 24583609 24723668 - -ENSG00000199535.1 RNA5SP305 chr10 24640166 24640284 + -ENSG00000099256.18 PRTFDC1 chr10 24848607 24952604 - -ENSG00000228667.1 RP11-129O7.2 chr10 24867645 24868190 + -ENSG00000240294.2 RN7SKP241 chr10 24908522 24908812 - -ENSG00000273107.1 RP11-165A20.3 chr10 24953241 24953513 + -ENSG00000151023.16 ENKUR chr10 24981979 25062279 - -ENSG00000185875.12 THNSL1 chr10 25016658 25026664 + -ENSG00000266069.1 AL139821.1 chr10 25091456 25091554 - -ENSG00000231422.2 LINC01516 chr10 25113058 25161236 + -ENSG00000233642.1 GPR158-AS1 chr10 25158072 25176276 - -ENSG00000151025.9 GPR158 chr10 25175062 25602226 + -ENSG00000274242.1 RP11-20I6.1 chr10 25244061 25244854 - -ENSG00000222543.1 RN7SKP220 chr10 25393557 25393844 - -ENSG00000227465.1 GPN3P1 chr10 25647570 25648104 - -ENSG00000280809.2 LINC00836 chr10 25651712 25732935 + -ENSG00000271563.1 HIRAP1 chr10 25691537 25692323 + -ENSG00000223019.1 RNA5SP306 chr10 25813811 25813917 - -ENSG00000251711.1 RNU6-632P chr10 25819363 25819426 - -ENSG00000226304.1 RP11-435M3.2 chr10 25924448 25933710 - -ENSG00000095777.14 MYO3A chr10 25934267 26212527 + -ENSG00000273952.1 AL360217.1 chr10 26159494 26159545 - -ENSG00000136750.11 GAD2 chr10 26216307 26304558 + -ENSG00000077420.15 APBB1IP chr10 26438203 26567803 + -ENSG00000199733.1 RNA5SP307 chr10 26509589 26509704 + -ENSG00000236894.2 RP11-128B16.3 chr10 26577676 26579095 - -ENSG00000233261.2 LINC00264 chr10 26589865 26594330 + -ENSG00000234296.1 RP13-16H11.7 chr10 26643228 26645016 + -ENSG00000231976.7 LINC00202-2 chr10 26647986 26653454 + -ENSG00000227932.1 RP13-16H11.2 chr10 26664206 26676159 - -ENSG00000279212.1 RP13-16H11.8 chr10 26695091 26697625 - -ENSG00000148459.15 PDSS1 chr10 26697659 26746798 + -ENSG00000234788.1 HSPA8P3 chr10 26714622 26715832 + -ENSG00000235843.1 RP13-16H11.5 chr10 26717635 26718778 + -ENSG00000136754.16 ABI1 chr10 26746593 26861087 - -ENSG00000223027.1 SNORA57 chr10 26789017 26789157 + -ENSG00000206605.1 RNU6-946P chr10 26790540 26790646 - -ENSG00000232224.5 LINC00202-1 chr10 26931206 26942001 - -ENSG00000236983.1 LINC00614 chr10 26943323 26944418 - -ENSG00000107890.16 ANKRD26 chr10 26991914 27100498 - -ENSG00000199855.1 RNU6-490P chr10 27088321 27088427 - -ENSG00000136758.18 YME1L1 chr10 27110112 27155266 - -ENSG00000120539.14 MASTL chr10 27154824 27186924 + -ENSG00000252639.1 RNU2-24P chr10 27193358 27193500 - -ENSG00000107897.18 ACBD5 chr10 27195214 27242130 - -ENSG00000251839.1 RNU7-12P chr10 27232255 27232316 - -ENSG00000263577.1 AL160291.1 chr10 27235917 27236000 - -ENSG00000262412.1 RP11-85G18.6 chr10 27243130 27250804 + -ENSG00000230445.4 LRRC37A6P chr10 27246350 27259455 - -ENSG00000238021.6 ARMC4P1 chr10 27258762 27288824 + -ENSG00000278830.1 RP11-748L13.7 chr10 27313723 27316587 + -ENSG00000200369.1 RNU6-666P chr10 27315120 27315226 + -ENSG00000215409.4 RP11-748L13.2 chr10 27331357 27341252 - -ENSG00000207135.1 RNU6-452P chr10 27335501 27335607 - -ENSG00000260151.1 RP11-748L13.6 chr10 27343436 27344917 + -ENSG00000213770.3 FAM210CP chr10 27349717 27350290 - -ENSG00000237956.1 TRIAP1P1 chr10 27378138 27378362 - -ENSG00000182077.10 PTCHD3 chr10 27398187 27414368 - -ENSG00000099246.16 RAB18 chr10 27504174 27542237 + -ENSG00000150051.13 MKX chr10 27672875 27746060 - -ENSG00000230500.1 MKX-AS1 chr10 27744786 27767794 + -ENSG00000251810.1 RN7SKP132 chr10 27783846 27784053 - -ENSG00000169126.15 ARMC4 chr10 27812164 27999048 - -ENSG00000226016.1 RPL36AP55 chr10 27904209 27905162 + -ENSG00000233472.1 RP11-218D6.4 chr10 27999788 28049615 + -ENSG00000226395.1 RP11-218D6.3 chr10 28004702 28004932 + -ENSG00000150054.18 MPP7 chr10 28050993 28334486 - -ENSG00000275036.1 MIR8086 chr10 28289258 28289350 - -ENSG00000222374.1 AC022021.1 chr10 28310853 28310959 + -ENSG00000237746.1 ZNF101P1 chr10 28338554 28340942 - -ENSG00000222666.2 U3 chr10 28408039 28408251 - -ENSG00000237128.1 RP11-351M16.3 chr10 28433008 28495813 - -ENSG00000224439.2 RP11-351M16.1 chr10 28436201 28437078 + -ENSG00000222705.1 RN7SKP39 chr10 28442575 28442896 - -ENSG00000254635.5 WAC-AS1 chr10 28522652 28532743 - -ENSG00000095787.21 WAC chr10 28532493 28623112 + -ENSG00000252401.1 RNU4ATAC6P chr10 28652630 28652755 + -ENSG00000231911.1 TPRKBP1 chr10 28658987 28659467 + -ENSG00000207483.1 RNU6-1067P chr10 28667919 28668025 + -ENSG00000095739.10 BAMBI chr10 28677342 28682939 + -ENSG00000236716.1 RP11-478H13.1 chr10 28743745 28744663 + -ENSG00000201001.1 RNU6-270P chr10 28760699 28760803 - -ENSG00000235824.4 LINC00837 chr10 28789188 28796113 - -ENSG00000232624.6 LINC01517 chr10 28792668 28808219 + -ENSG00000271220.1 RP11-478H13.4 chr10 28806121 28813458 + -ENSG00000204365.5 C10orf126 chr10 28846408 28881898 + -ENSG00000199402.1 RNA5SP308 chr10 28874393 28874507 - -ENSG00000229605.5 RP11-492M23.2 chr10 28898996 28899484 - -ENSG00000120563.8 LYZL1 chr10 29289061 29318328 + -ENSG00000224597.9 SVIL-AS1 chr10 29409402 29487745 + -ENSG00000274985.1 PTCHD3P1 chr10 29421476 29422012 - -ENSG00000197321.14 SVIL chr10 29457338 29736781 - -ENSG00000207612.1 MIR604 chr10 29545004 29545097 - -ENSG00000212411.1 SNORD115 chr10 29575306 29575381 + -ENSG00000216035.1 MIR938 chr10 29602264 29602346 - -ENSG00000225976.5 RP11-192N10.2 chr10 29697935 29698174 + -ENSG00000222092.1 RNU6-908P chr10 29711915 29712008 + -ENSG00000237936.1 RP11-224P11.1 chr10 29891032 29891467 - -ENSG00000165757.8 KIAA1462 chr10 30012800 30115494 - -ENSG00000200887.1 RNU6-598P chr10 30299569 30299673 - -ENSG00000230125.1 EEF1A1P39 chr10 30301823 30302072 - -ENSG00000259994.1 RP11-305E6.4 chr10 30302826 30306066 - -ENSG00000107951.12 MTPAP chr10 30309801 30374448 - -ENSG00000250833.1 DNM1P17 chr10 30353706 30357365 + -ENSG00000241621.1 GOLGA2P6 chr10 30364410 30374386 - -ENSG00000220997.1 AL161651.1 chr10 30365067 30365148 - -ENSG00000239625.3 RN7SL241P chr10 30366064 30366299 - -ENSG00000276347.1 MIR7162 chr10 30368597 30368665 - -ENSG00000214434.2 NIFKP1 chr10 30380174 30381062 + -ENSG00000235679.1 RP11-449I17.9 chr10 30383400 30383622 + -ENSG00000224473.1 CCND3P1 chr10 30403197 30403776 - -ENSG00000107968.9 MAP3K8 chr10 30433937 30461833 + -ENSG00000213778.2 HNRNPA1P32 chr10 30517616 30518861 - -ENSG00000228800.1 RP11-253D19.1 chr10 30553854 30554483 - -ENSG00000239744.3 RN7SL63P chr10 30555601 30555904 - -ENSG00000230298.1 RP11-253D19.2 chr10 30576699 30580182 + -ENSG00000151033.8 LYZL2 chr10 30611779 30629762 - -ENSG00000230998.1 RP11-14C22.3 chr10 30655489 30657535 + -ENSG00000234814.7 SVILP1 chr10 30671566 30717266 + -ENSG00000230720.1 RP11-14C22.6 chr10 30723251 30723740 + -ENSG00000183621.15 ZNF438 chr10 30820207 31031937 - -ENSG00000272914.1 RP11-330O11.3 chr10 30831828 30833387 - -ENSG00000237135.1 DDX10P1 chr10 30919012 30921235 - -ENSG00000263578.1 AL359546.1 chr10 31065951 31066047 - -ENSG00000272381.1 RP11-192P3.4 chr10 31187883 31261910 + -ENSG00000237036.4 ZEB1-AS1 chr10 31206278 31320447 - -ENSG00000252479.1 RNA5SP309 chr10 31259599 31259704 + -ENSG00000148516.21 ZEB1 chr10 31318495 31529814 + -ENSG00000230397.1 SPTLC1P1 chr10 31360955 31361215 + -ENSG00000223834.2 RP11-472N13.2 chr10 31604600 31606218 + -ENSG00000231855.1 GLUDP5 chr10 31628540 31628599 - -ENSG00000223243.2 AL161935.1 chr10 31651354 31651450 - -ENSG00000237797.1 RP11-472N13.3 chr10 31693084 31707388 - -ENSG00000222412.1 Y_RNA chr10 31756042 31756136 - -ENSG00000165322.17 ARHGAP12 chr10 31805404 31928876 - -ENSG00000231148.1 HMGB1P7 chr10 31913143 31913754 + -ENSG00000230240.1 RP11-241I20.1 chr10 31983885 31984554 + -ENSG00000239731.3 RN7SL825P chr10 31992087 31992381 - -ENSG00000170759.10 KIF5B chr10 32009010 32056431 - -ENSG00000206660.1 Y_RNA chr10 32056746 32056839 + -ENSG00000234335.1 RPS4XP11 chr10 32102522 32103293 - -ENSG00000235113.1 RP11-241I20.4 chr10 32109861 32111666 + -ENSG00000234811.1 RP11-241I20.5 chr10 32111644 32111789 - -ENSG00000252482.1 RNU7-22P chr10 32173684 32173744 + -ENSG00000217094.2 PPIAP31 chr10 32188323 32188817 - -ENSG00000233190.1 RPS24P13 chr10 32231849 32232245 - -ENSG00000227253.3 RP11-166N17.1 chr10 32266289 32269474 + -ENSG00000120616.15 EPC1 chr10 32267751 32378798 - -ENSG00000226842.1 RP11-166N17.3 chr10 32281686 32282829 + -ENSG00000233825.1 RP11-135A24.4 chr10 32346499 32347179 + -ENSG00000222309.1 AL391839.1 chr10 32346864 32346946 - -ENSG00000229327.1 RP11-135A24.2 chr10 32347397 32374488 + -ENSG00000200484.1 RNU6-1244P chr10 32394558 32394665 - -ENSG00000216937.11 CCDC7 chr10 32446140 32574564 + -ENSG00000231245.2 C1DP1 chr10 32511336 32511737 - -ENSG00000279242.1 RP11-195O1.5 chr10 32543369 32583286 + -ENSG00000150076.22 CCDC7 chr10 32567723 32882874 + -ENSG00000273038.2 RP11-479G22.8 chr10 32887255 32889311 - -ENSG00000150093.18 ITGB1 chr10 32900319 33005792 - -ENSG00000228816.1 AK3P5 chr10 32944481 32944999 + -ENSG00000229656.6 RP11-462L8.1 chr10 32958845 33082102 + -ENSG00000234163.1 RP11-479G22.6 chr10 33023368 33023647 - -ENSG00000265319.2 RN7SL847P chr10 33034655 33034924 - -ENSG00000229878.1 RP11-479G22.7 chr10 33035469 33035664 - -ENSG00000235962.5 RP11-462L8.2 chr10 33057615 33058407 - -ENSG00000233387.1 RP11-342D11.3 chr10 33096257 33116672 - -ENSG00000263576.1 AL121748.1 chr10 33098535 33098636 - -ENSG00000099250.17 NRP1 chr10 33177492 33336262 - -ENSG00000238258.1 RP11-342D11.2 chr10 33211277 33213804 + -ENSG00000244356.3 RN7SL398P chr10 33288304 33288601 - -ENSG00000273012.1 RP11-90B22.1 chr10 33341655 33341905 + -ENSG00000226412.1 RP11-476F14.1 chr10 33578931 33600040 - -ENSG00000203565.2 RP13-259N13.2 chr10 33684755 33687064 + -ENSG00000261683.1 LINC00838 chr10 33759713 33772658 - -ENSG00000226407.1 RPL23P11 chr10 33864313 33864723 + -ENSG00000223470.3 RP11-490O24.2 chr10 33909238 33917804 + -ENSG00000148498.15 PARD3 chr10 34109560 34815325 - -ENSG00000199200.2 Y_RNA chr10 34201979 34202074 - -ENSG00000234167.1 TCEB2P4 chr10 34488583 34488878 - -ENSG00000229235.1 RP11-8L18.3 chr10 34663859 34664101 - -ENSG00000215184.2 RP11-8L18.2 chr10 34675635 34676041 - -ENSG00000226386.1 PARD3-AS1 chr10 34815767 34816386 + -ENSG00000232525.1 SS18L2P1 chr10 34875210 34875422 + -ENSG00000223047.1 RNU6-847P chr10 34926775 34926882 + -ENSG00000222909.1 RNU6-193P chr10 34942969 34943075 + -ENSG00000213724.4 PRDX2P2 chr10 34965069 34966259 + -ENSG00000108094.14 CUL2 chr10 35008551 35090642 - -ENSG00000266228.1 MIR3611 chr10 35079598 35079680 - -ENSG00000230534.6 RP11-297A16.2 chr10 35098006 35127020 - -ENSG00000095794.19 CREM chr10 35126791 35212958 + -ENSG00000253054.1 RNU7-77P chr10 35135443 35135502 + -ENSG00000233343.1 ATP6V1G1P4 chr10 35158306 35158640 + -ENSG00000269952.1 RP11-324I22.3 chr10 35210416 35210750 + -ENSG00000233200.1 RP11-324I22.2 chr10 35219894 35230598 - -ENSG00000253070.1 RNU6-794P chr10 35231331 35231394 - -ENSG00000108100.17 CCNY chr10 35247025 35572669 + -ENSG00000200097.1 RNU6-1167P chr10 35250959 35251052 - -ENSG00000271335.5 RP11-324I22.4 chr10 35314552 35336401 - -ENSG00000177291.3 GJD4 chr10 35605410 35608935 + -ENSG00000273312.1 RP11-425A6.5 chr10 35606001 35608153 - -ENSG00000177283.5 FZD8 chr10 35638249 35642278 - -ENSG00000264780.1 MIR4683 chr10 35641172 35641252 - -ENSG00000226646.1 RPL7P37 chr10 35697300 35698037 + -ENSG00000280719.1 PCAT5 chr10 35778302 35800920 + -ENSG00000227313.1 RP11-309N24.1 chr10 35896874 35898963 - -ENSG00000227475.1 RP11-810B23.1 chr10 36089086 36089389 - -ENSG00000236626.1 MTND5P17 chr10 36432882 36434484 - -ENSG00000228694.1 MTND4P18 chr10 36434710 36435174 - -ENSG00000237002.6 RP11-92J19.3 chr10 36438616 36442392 + -ENSG00000274458.1 SNORA40 chr10 36438661 36438788 + -ENSG00000229644.6 NAMPTP1 chr10 36521721 36524234 - -ENSG00000207271.1 Y_RNA chr10 36626015 36626138 - -ENSG00000238176.1 RP11-322I2.1 chr10 36940109 36943932 + -ENSG00000233533.1 MKNK2P1 chr10 36944111 36944738 - -ENSG00000225355.1 ARL6IP1P2 chr10 36995023 36995585 + -ENSG00000148513.17 ANKRD30A chr10 37125788 37384111 + -ENSG00000206796.1 RNU6-811P chr10 37135237 37135343 + -ENSG00000234918.1 RP11-20F24.2 chr10 37240887 37242049 + -ENSG00000240800.1 ATP8A2P1 chr10 37248118 37315801 + -ENSG00000244402.3 RN7SL314P chr10 37297398 37297689 + -ENSG00000252621.1 Y_RNA chr10 37303000 37303109 - -ENSG00000235687.8 LINC00993 chr10 37309185 37347031 + -ENSG00000237970.1 TMEM161BP1 chr10 37337415 37338871 + -ENSG00000236313.1 VN1R53P chr10 37348616 37349572 + -ENSG00000224920.1 TACC1P1 chr10 37523011 37544701 + -ENSG00000225276.1 MTND1P18 chr10 37600796 37601368 - -ENSG00000256892.2 MTRNR2L7 chr10 37601440 37602974 - -ENSG00000226578.1 RP11-258F22.1 chr10 37775371 37784131 - -ENSG00000198105.11 ZNF248 chr10 37776526 37858106 - -ENSG00000260137.1 RP11-258F22.2 chr10 37791580 37791937 + -ENSG00000225192.1 ZNF33BP1 chr10 37794276 37796109 - -ENSG00000228828.1 RP11-162G10.1 chr10 37818606 37820982 - -ENSG00000266800.1 AL135791.1 chr10 37831889 37831971 + -ENSG00000236514.1 RP11-162G10.5 chr10 37857740 37859110 + -ENSG00000151963.4 ZNF37CP chr10 37883594 37884109 + -ENSG00000235197.1 ZNF33AP1 chr10 37894637 37896666 + -ENSG00000175395.15 ZNF25 chr10 37949572 37976633 - -ENSG00000226447.1 RP11-393J16.4 chr10 37976825 37992467 + -ENSG00000206840.1 Y_RNA chr10 37994863 37994975 + -ENSG00000189180.15 ZNF33A chr10 38010650 38065088 + -ENSG00000252132.1 RNU6-795P chr10 38043873 38043975 - -ENSG00000275675.1 RP11-1021O19.2 chr10 38068449 38068694 - -ENSG00000226086.5 EIF3LP3 chr10 38080056 38080877 - -ENSG00000235964.1 FXYD6P2 chr10 38091764 38092051 - -ENSG00000075407.17 ZNF37A chr10 38094336 38125544 + -ENSG00000272983.1 RP11-508N22.12 chr10 38137337 38144399 + -ENSG00000273019.1 RP11-508N22.13 chr10 38149968 38150293 + -ENSG00000225965.1 RP11-508N22.6 chr10 38161570 38161749 + -ENSG00000224761.3 RP11-508N22.9 chr10 38164648 38212357 + -ENSG00000236309.1 RP11-508N22.10 chr10 38186670 38186771 + -ENSG00000226113.1 RP11-672F9.1 chr10 38247922 38333155 + -ENSG00000234941.1 RP11-508N22.11 chr10 38250442 38250603 - -ENSG00000099251.14 HSD17B7P2 chr10 38356380 38378505 + -ENSG00000120555.13 SEPT7P9 chr10 38383069 38402916 - -ENSG00000222314.1 RNU6-1118P chr10 38423625 38423728 + -ENSG00000263064.2 RP11-291L22.7 chr10 38448689 38448949 + -ENSG00000275858.1 RP11-291L22.8 chr10 38450738 38451069 - -ENSG00000276805.1 RP11-291L22.6 chr10 38451030 38451785 + -ENSG00000228882.1 CICP9 chr10 38452987 38455365 - -ENSG00000203496.8 RP11-291L22.4 chr10 38453181 38466176 + -ENSG00000215151.4 ABCD1P2 chr10 38601418 38605609 + -ENSG00000277133.1 RP11-453N3.7 chr10 38617255 38617344 + -ENSG00000225638.1 PABPC1P12 chr10 38635908 38638082 + -ENSG00000233867.2 SLC9B1P3 chr10 38640971 38689068 - -ENSG00000227264.3 ACTR3BP5 chr10 38696424 38697902 + -ENSG00000234541.2 CHEK2P5 chr10 38713195 38719229 + -ENSG00000227679.1 RP11-453N3.1 chr10 38762095 38762491 - -ENSG00000233832.1 RP11-96F8.1 chr10 38783004 38783108 + -ENSG00000229485.1 KSR1P1 chr10 42149310 42149549 - -ENSG00000237592.2 IGKV1OR10-1 chr10 42185339 42185791 + -ENSG00000271650.1 AL031601.4 chr10 42209990 42210383 + -ENSG00000274167.4 AL031601.5 chr10 42242721 42276842 + -ENSG00000228755.1 PABPC1P8 chr10 42279734 42281819 - -ENSG00000215146.4 RP11-313J2.1 chr10 42331866 42367974 - -ENSG00000182632.14 CCNYL2 chr10 42409727 42454385 - -ENSG00000279239.1 RP11-178A10.3 chr10 42470082 42470268 - -ENSG00000185904.11 LINC00839 chr10 42475543 42495336 + -ENSG00000234420.7 ZNF37BP chr10 42513510 42552822 - -ENSG00000270762.1 FXYD6P1 chr10 42555440 42555724 + -ENSG00000233837.1 EIF3LP2 chr10 42566677 42567483 + -ENSG00000196693.14 ZNF33B chr10 42574185 42638568 - -ENSG00000277479.1 AL022345.10 chr10 42578500 42578727 + -ENSG00000272319.1 AL022345.7 chr10 42579724 42582772 + -ENSG00000272387.1 AL022345.8 chr10 42583235 42583387 + -ENSG00000271831.1 AL022345.9 chr10 42583767 42583793 + -ENSG00000251783.1 RNU6-1170P chr10 42605158 42605263 + -ENSG00000232109.1 AL022344.2 chr10 42660728 42661776 + -ENSG00000233515.1 LINC01518 chr10 42674197 42691723 - -ENSG00000231009.1 CUBNP1 chr10 42694371 42714575 - -ENSG00000234864.1 AL022344.5 chr10 42696035 42706453 + -ENSG00000230425.1 RSU1P1 chr10 42725857 42737159 + -ENSG00000270552.1 DUXAP3 chr10 42747544 42748687 - -ENSG00000259869.1 AL022344.7 chr10 42751178 42752145 - -ENSG00000165733.7 BMS1 chr10 42782801 42834937 + -ENSG00000252416.1 RNU6-885P chr10 42832447 42832550 - -ENSG00000234944.1 RP11-124O11.1 chr10 42871521 42874060 + -ENSG00000229630.1 LINC01264 chr10 42979017 42981507 - -ENSG00000263795.1 MIR5100 chr10 42997563 42997681 + -ENSG00000165731.17 RET chr10 43077027 43130351 + -ENSG00000273008.1 RP11-351D16.3 chr10 43136824 43138334 - -ENSG00000169826.7 CSGALNACT2 chr10 43138486 43185308 + -ENSG00000198915.11 RASGEF1A chr10 43194535 43266919 - -ENSG00000224265.1 RP11-168L22.2 chr10 43323665 43327932 + -ENSG00000221468.1 RNU6ATAC11P chr10 43341786 43341910 + -ENSG00000150201.14 FXYD4 chr10 43371642 43376335 + -ENSG00000169813.16 HNRNPF chr10 43385617 43409166 - -ENSG00000221400.2 U3 chr10 43417249 43417438 - -ENSG00000230555.2 RP11-517P14.2 chr10 43420738 43422100 + -ENSG00000243660.9 ZNF487 chr10 43436841 43483179 + -ENSG00000252532.1 RNU7-193P chr10 43458065 43458129 + -ENSG00000236114.1 RP11-517P14.7 chr10 43523256 43525217 + -ENSG00000196793.13 ZNF239 chr10 43556344 43574618 - -ENSG00000232004.1 CAP1P2 chr10 43604843 43606251 - -ENSG00000198298.12 ZNF485 chr10 43606407 43617903 + -ENSG00000223910.1 ZNF32-AS3 chr10 43628817 43674703 + -ENSG00000237389.1 RP11-402L1.4 chr10 43630882 43631564 - -ENSG00000238263.1 RP11-402L1.12 chr10 43630947 43631382 + -ENSG00000169740.13 ZNF32 chr10 43643859 43648856 - -ENSG00000226245.1 ZNF32-AS1 chr10 43643872 43645047 + -ENSG00000230565.1 ZNF32-AS2 chr10 43645942 43648019 + -ENSG00000228426.1 RP11-402L1.11 chr10 43665668 43667005 + -ENSG00000271173.1 RP11-272J7.6 chr10 43728217 43728728 + -ENSG00000224162.1 UQCRHP3 chr10 43732334 43732584 + -ENSG00000223746.1 TCEB1P30 chr10 43741437 43742350 - -ENSG00000234973.5 RP11-272J7.4 chr10 43777562 43778825 - -ENSG00000226790.3 HNRNPA3P1 chr10 43789249 43790387 - -ENSG00000204187.5 LINC00619 chr10 43845306 43850622 + -ENSG00000226808.1 LINC00840 chr10 43859411 43895433 + -ENSG00000236769.1 RP11-168P8.5 chr10 43901365 43912326 - -ENSG00000227029.1 RP11-168P8.3 chr10 43912444 43914236 + -ENSG00000233395.1 LINC00841 chr10 43939003 43944466 + -ENSG00000238957.1 AL512640.1 chr10 44034540 44034611 + -ENSG00000237590.1 RP11-20J15.2 chr10 44259602 44261813 - -ENSG00000229116.2 RP11-20J15.3 chr10 44282926 44293709 - -ENSG00000277288.3 C10orf142 chr10 44292569 44294649 + -ENSG00000107562.16 CXCL12 chr10 44370165 44386493 - -ENSG00000214089.3 RP11-256K7.1 chr10 44414649 44415153 - -ENSG00000270767.1 RP11-733D4.2 chr10 44488335 44488445 - -ENSG00000234580.1 RP11-733D4.1 chr10 44591208 44602104 - -ENSG00000227395.1 EIF2AP4 chr10 44806443 44808223 + -ENSG00000224812.2 TMEM72-AS1 chr10 44811024 44959689 - -ENSG00000234504.2 RP11-285G1.2 chr10 44899614 44920220 - -ENSG00000187783.11 TMEM72 chr10 44911200 44937002 + -ENSG00000223462.2 RP11-285G1.9 chr10 44937508 44955725 + -ENSG00000273363.1 RP11-285G1.14 chr10 44958917 44959458 - -ENSG00000107551.20 RASSF4 chr10 44959407 44995891 + -ENSG00000165507.8 C10orf10 chr10 44970981 44978810 - -ENSG00000165511.6 C10orf25 chr10 44997698 45000888 - -ENSG00000165512.4 ZNF22 chr10 45000475 45005326 + -ENSG00000226937.9 CEP164P1 chr10 45002222 45076066 - -ENSG00000277757.4 RP11-285G1.15 chr10 45016080 45147221 - -ENSG00000270258.1 DUXAP4 chr10 45055656 45056268 + -ENSG00000228462.1 RP11-445N18.3 chr10 45073146 45073541 - -ENSG00000232554.8 RSU1P2 chr10 45099487 45154596 - -ENSG00000235690.2 CUBNP3 chr10 45127318 45148914 + -ENSG00000243349.2 RP11-445N18.7 chr10 45147394 45171389 + -ENSG00000236442.1 ANKRD54P1 chr10 45151445 45151915 - -ENSG00000230501.1 ANKRD30BP3 chr10 45156775 45176925 + -ENSG00000263476.1 MIR3156-1 chr10 45164014 45164088 + -ENSG00000227683.1 RP11-445N18.5 chr10 45164228 45181427 - -ENSG00000275312.1 RP11-432I13.5 chr10 45180400 45180616 + -ENSG00000278531.1 RP11-432I13.6 chr10 45187292 45198323 - -ENSG00000207071.1 RNU6-1207P chr10 45188790 45188896 - -ENSG00000234993.1 CUBNP2 chr10 45232026 45247361 - -ENSG00000224402.1 OR6D1P chr10 45258185 45259123 + -ENSG00000256574.6 OR13A1 chr10 45302654 45315608 - -ENSG00000012779.10 ALOX5 chr10 45374176 45446119 + -ENSG00000231964.1 RP11-67C2.2 chr10 45444570 45453121 - -ENSG00000165406.15 MARCH8 chr10 45454585 45594906 - -ENSG00000172671.19 ZFAND4 chr10 45615501 45672780 - -ENSG00000230869.1 AGAP10P chr10 45678692 45700532 + -ENSG00000237840.6 FAM21FP chr10 45706431 45727231 - -ENSG00000228702.1 RP11-671E7.1 chr10 45725694 45726038 - -ENSG00000172661.17 FAM21C chr10 45727200 45792961 + -ENSG00000270434.1 RP11-175I17.6 chr10 45812648 45812944 - -ENSG00000231122.5 FAM25E chr10 45815428 45817324 - -ENSG00000188234.13 AGAP4 chr10 45825594 45853875 - -ENSG00000239883.8 PARGP1 chr10 45854093 45972154 - -ENSG00000239152.1 RNA5SP310 chr10 45856307 45856422 + -ENSG00000264217.2 RPL35AP25 chr10 45940522 45940851 + -ENSG00000265354.3 TIMM23 chr10 45972449 46003734 + -ENSG00000265733.1 SNORA74 chr10 45984610 45984810 + -ENSG00000266412.5 NCOA4 chr10 46005088 46030714 - -ENSG00000263639.5 MSMB chr10 46033307 46046269 - -ENSG00000280012.2 RPL23AP61 chr10 46063250 46063715 + -ENSG00000264204.2 AGAP7P chr10 46109621 46131358 + -ENSG00000263482.3 ANTXRLP1 chr10 46233885 46273557 - -ENSG00000274209.4 ANTXRL chr10 46286345 46330207 + -ENSG00000279058.1 CTGLF11P chr10 46337224 46358714 + -ENSG00000273225.4 FAM25BP chr10 46369113 46373563 + -ENSG00000279458.2 CH17-335B8.4 chr10 46370759 46382626 + -ENSG00000264230.7 ANXA8L1 chr10 46375627 46537864 + -ENSG00000213412.3 HNRNPA1P33 chr10 46415853 46416413 + -ENSG00000204174.6 NPY4R chr10 46461099 46465881 - -ENSG00000204175.5 GPRIN2 chr10 46549044 46555530 - -ENSG00000204176.13 SYT15 chr10 46578217 46594173 + -ENSG00000231187.2 RP11-38L15.3 chr10 46582782 46598145 - -ENSG00000229227.8 RP11-38L15.2 chr10 46597918 46612154 + -ENSG00000165874.12 FAM35BP chr10 46610474 46652025 - -ENSG00000272430.1 RP11-38L15.8 chr10 46632387 46635472 + -ENSG00000229927.2 RHEBP1 chr10 46634911 46635466 - -ENSG00000274186.1 RN7SL248P chr10 46648948 46649276 + -ENSG00000280913.2 CTSLP2 chr10 46753605 46759740 + -ENSG00000265366.6 GLUD1P7 chr10 46759019 46786770 - -ENSG00000215097.3 DUSP8P3 chr10 46774421 46776180 - -ENSG00000204177.10 BMS1P1 chr10 46786674 46811989 + -ENSG00000238405.1 RNA5SP311 chr10 46807458 46807573 - -ENSG00000243289.1 CTGLF8P chr10 46816516 46832476 + -ENSG00000150175.13 FRMPD2B chr10 46870858 46894562 + -ENSG00000204179.10 PTPN20 chr10 46911396 47002488 + -ENSG00000266524.2 GDF10 chr10 47300386 47313547 + -ENSG00000263761.2 GDF2 chr10 47322490 47326270 + -ENSG00000265203.1 RBP3 chr10 47348371 47357875 + -ENSG00000265383.1 AL731561.1 chr10 47351740 47351838 - -ENSG00000265763.3 ZNF488 chr10 47365496 47384273 - -ENSG00000265190.6 ANXA8 chr10 47460162 47484158 - -ENSG00000270369.1 RP11-144G6.13 chr10 47484457 47484754 - -ENSG00000189090.7 FAM25G chr10 47487219 47491693 - -ENSG00000224919.1 RP11-144G6.4 chr10 47496212 47502195 + -ENSG00000204172.11 AGAP9 chr10 47501854 47549750 - -ENSG00000254929.6 RP11-144G6.12 chr10 47517816 47553514 - -ENSG00000252877.1 RNA5SP312 chr10 47532352 47532467 + -ENSG00000251079.6 BMS1P2 chr10 47538377 47551954 - -ENSG00000265630.2 GLUD1P8 chr10 47563604 47569697 + -ENSG00000215065.3 DUSP8P4 chr10 47564256 47566016 + -ENSG00000266217.2 CTSLP2 chr10 47581211 47582321 - -ENSG00000264404.2 LINC00864 chr10 47588681 47599830 - -ENSG00000189014.7 FAM35DP chr10 47689707 47730436 + -ENSG00000276544.1 RN7SL453P chr10 47692399 47692727 - -ENSG00000226964.1 RHEBP2 chr10 47706203 47706802 + -ENSG00000277758.4 ABC7-42404400C24.1 chr10 47750864 47763592 - -ENSG00000276850.4 CH17-360D5.2 chr10 47908064 47991850 - -ENSG00000264717.5 CH17-360D5.1 chr10 47918739 47923524 + -ENSG00000273760.1 CH17-360D5.3 chr10 47970043 47973496 - -ENSG00000276430.2 FAM25C chr10 47995355 47999791 - -ENSG00000265018.6 CTGLF12P chr10 48009873 48031640 - -ENSG00000252149.1 RNA5SP315 chr10 48040462 48040577 + -ENSG00000270025.2 BMS1P7 chr10 48050282 48060016 - -ENSG00000278561.1 PTPN20CP chr10 48064308 48119455 - -ENSG00000232462.1 RP11-13E1.5 chr10 48155325 48156134 - -ENSG00000170324.19 FRMPD2 chr10 48156558 48274870 - -ENSG00000225482.1 RP11-542E6.3 chr10 48292699 48293417 + -ENSG00000107643.15 MAPK8 chr10 48306639 48439360 + -ENSG00000279822.1 RP11-541M12.6 chr10 48443836 48445820 - -ENSG00000128805.14 ARHGAP22 chr10 48446034 48656265 - -ENSG00000248682.1 ARHGAP22-IT1 chr10 48510525 48511589 - -ENSG00000231906.1 RP11-541M12.3 chr10 48546472 48546713 - -ENSG00000251413.1 RP11-534L6.5 chr10 48624004 48625093 - -ENSG00000236800.1 RP11-534L6.2 chr10 48664199 48672424 - -ENSG00000128815.17 WDFY4 chr10 48684876 48982956 + -ENSG00000228754.1 RP11-534L6.3 chr10 48745545 48746128 - -ENSG00000228403.1 RP11-563N6.6 chr10 48878022 48878649 + -ENSG00000241577.1 RP11-523O18.7 chr10 48883955 48935213 - -ENSG00000165383.10 LRRC18 chr10 48909483 48935190 - -ENSG00000233665.8 RP11-523O18.5 chr10 48976554 48993046 - -ENSG00000226576.1 RP11-523O18.1 chr10 48984564 49018897 + -ENSG00000264800.1 MIR4294 chr10 48985512 48985587 - -ENSG00000165633.12 VSTM4 chr10 49014245 49115509 - -ENSG00000234736.5 FAM170B-AS1 chr10 49121839 49151547 + -ENSG00000172538.6 FAM170B chr10 49131154 49134008 - -ENSG00000204161.13 C10orf128 chr10 49154725 49188585 - -ENSG00000236208.1 C10orf71-AS1 chr10 49296112 49299018 - -ENSG00000177354.11 C10orf71 chr10 49299193 49327487 + -ENSG00000165606.8 DRGX chr10 49364181 49396016 - -ENSG00000235939.1 RP11-123B3.2 chr10 49419277 49472903 + -ENSG00000225830.10 ERCC6 chr10 49455368 49539538 - -ENSG00000243251.5 PGBD3 chr10 49515105 49524227 - -ENSG00000258838.5 ERCC6-PGBD3 chr10 49515201 49539538 - -ENSG00000271237.1 RP11-140C5.3 chr10 49551308 49552652 + -ENSG00000070748.17 CHAT chr10 49609095 49665104 + -ENSG00000187714.6 SLC18A3 chr10 49610301 49612720 + -ENSG00000178645.12 C10orf53 chr10 49679651 49710261 + -ENSG00000197444.9 OGDHL chr10 49734643 49762379 - -ENSG00000226389.3 RP11-507K13.4 chr10 49771841 49773299 + -ENSG00000229870.1 RP11-507K13.6 chr10 49815096 49815562 + -ENSG00000227345.8 PARG chr10 49818279 49970203 - -ENSG00000230166.1 RP11-526K21.2 chr10 49909613 49909942 + -ENSG00000204152.10 TIMM23B chr10 49942033 49974850 + -ENSG00000223111.1 SNORA74 chr10 49954214 49954414 + -ENSG00000178440.5 LINC00843 chr10 49972763 49982053 + -ENSG00000222108.1 RNA5SP317 chr10 49979665 49979780 - -ENSG00000204149.9 AGAP6 chr10 49982190 50010499 + -ENSG00000235618.7 FAM21EP chr10 50021182 50067803 - -ENSG00000226631.1 SLC9A3P3 chr10 50025135 50027363 - -ENSG00000099290.15 FAM21A chr10 50067888 50133506 + -ENSG00000233011.1 SLC9A3P1 chr10 50150603 50152287 + -ENSG00000188611.14 ASAH2 chr10 50182778 50248610 - -ENSG00000225137.1 DYNC1I2P1 chr10 50264978 50266815 + -ENSG00000198964.13 SGMS1 chr10 50305586 50625163 - -ENSG00000279863.1 RP11-521C22.2 chr10 50334538 50336123 + -ENSG00000225303.2 RP11-512N4.2 chr10 50472814 50474246 + -ENSG00000280509.1 AL117341.1 chr10 50562231 50562330 - -ENSG00000238523.1 RNU7-107P chr10 50590652 50590712 - -ENSG00000226200.6 SGMS1-AS1 chr10 50624951 50641451 + -ENSG00000231588.1 RP11-50E11.2 chr10 50629532 50631075 - -ENSG00000231345.3 BEND3P1 chr10 50655967 50660472 + -ENSG00000232706.3 NUTM2HP chr10 50676743 50686326 + -ENSG00000226168.1 RP11-564C4.4 chr10 50695592 50695981 + -ENSG00000230011.2 CTSLP4 chr10 50705380 50708906 - -ENSG00000213667.3 PGGT1BP1 chr10 50726947 50727969 - -ENSG00000204147.9 ASAH2B chr10 50739318 50816495 + -ENSG00000148584.14 A1CF chr10 50799409 50885675 - -ENSG00000229711.1 RP11-449O16.2 chr10 50822692 50824525 - -ENSG00000236944.1 CCDC58P2 chr10 50962993 50963358 - -ENSG00000261368.1 RP11-96B5.4 chr10 50964270 50965220 + -ENSG00000185532.14 PRKG1 chr10 50991358 52298350 + -ENSG00000223502.1 RP11-96B5.3 chr10 51062579 51068553 - -ENSG00000231132.1 RP11-40C11.2 chr10 51244894 51245806 - -ENSG00000266591.1 AC022537.1 chr10 51265325 51265452 + -ENSG00000207813.1 MIR605 chr10 51299573 51299655 + -ENSG00000235279.1 RP11-539E19.2 chr10 51302566 51306709 + -ENSG00000213659.4 RSU1P3 chr10 51319826 51320660 + -ENSG00000278260.1 AL157399.1 chr10 51526341 51526433 + -ENSG00000216022.1 AC068062.1 chr10 51639743 51639832 - -ENSG00000177613.8 CSTF2T chr10 51695487 51699591 - -ENSG00000236671.7 PRKG1-AS1 chr10 52230742 52314128 - -ENSG00000107984.9 DKK1 chr10 52314296 52318042 + -ENSG00000213657.3 RP11-346D6.4 chr10 52389112 52389488 - -ENSG00000227972.1 PRKRIRP3 chr10 52411135 52413492 + -ENSG00000231131.6 LINC01468 chr10 52450874 52470533 - -ENSG00000228651.1 RP11-556E13.1 chr10 52556702 52755409 - -ENSG00000165471.6 MBL2 chr10 52765380 52771700 - -ENSG00000201196.1 Y_RNA chr10 52852607 52852703 + -ENSG00000227121.1 RP11-319F12.2 chr10 52973488 52975815 - -ENSG00000231399.1 SNRPEP8 chr10 53038285 53038544 + -ENSG00000226296.1 RP11-71J2.1 chr10 53291072 53311065 - -ENSG00000252161.1 RNA5SP318 chr10 53458197 53458288 + -ENSG00000233805.1 RP11-449J3.3 chr10 53766400 53766614 + -ENSG00000150275.17 PCDH15 chr10 53802771 55627942 - -ENSG00000263921.1 AC013737.1 chr10 54347963 54348014 - -ENSG00000252252.1 RNU6-687P chr10 54452423 54452511 - -ENSG00000234173.1 RP11-257I14.1 chr10 54486230 54656051 + -ENSG00000224697.1 NEFMP1 chr10 54599678 54600683 + -ENSG00000221594.1 MIR548F1 chr10 54607874 54607957 - -ENSG00000236958.1 RP11-264A11.1 chr10 54864674 54869122 - -ENSG00000236744.2 RP11-168O22.1 chr10 55247755 55597233 - -ENSG00000223800.1 RP11-598C10.2 chr10 55468327 55469222 + -ENSG00000228048.1 RP11-598C10.1 chr10 55506219 55513217 + -ENSG00000249860.3 MTRNR2L5 chr10 55599303 55600041 + -ENSG00000236993.2 GAPDHP21 chr10 55667341 55668350 - -ENSG00000270541.1 RP11-478B11.2 chr10 55746551 55746908 + -ENSG00000122952.16 ZWINT chr10 56357228 56361275 - -ENSG00000238707.1 SNORD2 chr10 56595963 56596031 - -ENSG00000276818.1 AC026393.1 chr10 57095699 57095781 + -ENSG00000264747.1 MIR3924 chr10 57304479 57304559 - -ENSG00000235810.1 RP11-550A9.1 chr10 57513157 57513425 + -ENSG00000223841.1 RP11-448K10.1 chr10 57955295 57957178 + -ENSG00000270192.1 MRPS35P3 chr10 57982285 57982993 + -ENSG00000232115.1 RP11-123G9.1 chr10 58106423 58106879 - -ENSG00000151151.5 IPMK chr10 58191517 58267934 - -ENSG00000180221.6 TPT1P10 chr10 58212541 58213036 - -ENSG00000122873.11 CISD1 chr10 58269058 58289586 + -ENSG00000228527.1 RP11-179B15.5 chr10 58304553 58305621 + -ENSG00000261076.1 RP11-179B15.6 chr10 58325614 58327030 - -ENSG00000072401.14 UBE2D1 chr10 58334975 58370753 + -ENSG00000108064.10 TFAM chr10 58385022 58399221 + -ENSG00000122870.11 BICC1 chr10 58513140 58831437 + -ENSG00000281826.1 AC012168.1 chr10 58694927 58695005 - -ENSG00000183055.5 FAM133CP chr10 58715554 58716257 + -ENSG00000252076.1 RN7SKP196 chr10 58869184 58869528 + -ENSG00000237949.1 LINC00844 chr10 58999626 59001543 + -ENSG00000226888.2 RP11-561G1.3 chr10 59088701 59089039 - -ENSG00000226557.1 TRAF6P1 chr10 59136625 59138182 - -ENSG00000165443.11 PHYHIPL chr10 59176590 59247774 + -ENSG00000148541.12 FAM13C chr10 59246129 59363181 - -ENSG00000236556.1 RP11-443O13.3 chr10 59282147 59282835 + -ENSG00000280779.1 AC025038.1 chr10 59340779 59340862 - -ENSG00000235469.1 MRPL50P4 chr10 59551404 59551878 - -ENSG00000235140.1 RP11-135D11.2 chr10 59589150 59611248 + -ENSG00000165449.11 SLC16A9 chr10 59650761 59736002 - -ENSG00000227877.6 MRLN chr10 59736692 59756041 - -ENSG00000108091.10 CCDC6 chr10 59788763 59906656 - -ENSG00000235931.2 LINC01553 chr10 59955430 59960913 - -ENSG00000151150.20 ANK3 chr10 60026298 60733490 - -ENSG00000232682.2 RP11-388P9.2 chr10 60050668 60060743 + -ENSG00000202190.1 Y_RNA chr10 60081741 60081854 + -ENSG00000282121.1 RP11-388P9.3 chr10 60139912 60140877 + -ENSG00000122872.8 ARL4P chr10 60684505 60685209 + -ENSG00000254271.1 RP11-131N11.4 chr10 60734342 60741828 + -ENSG00000170312.15 CDK1 chr10 60778331 60794852 + -ENSG00000072422.16 RHOBTB1 chr10 60869438 61001440 - -ENSG00000223107.1 RNU2-72P chr10 60912765 60912927 - -ENSG00000227244.2 LINC00845 chr10 61016275 61026420 + -ENSG00000196932.11 TMEM26 chr10 61406643 61453450 - -ENSG00000237233.2 TMEM26-AS1 chr10 61452639 61481956 + -ENSG00000183346.6 C10orf107 chr10 61662961 61766766 + -ENSG00000272592.1 RP11-63A2.2 chr10 61684892 61685388 - -ENSG00000233643.2 RP11-491H19.1 chr10 61781745 61821246 - -ENSG00000150347.14 ARID5B chr10 61901300 62096944 + -ENSG00000221272.2 AC067742.1 chr10 61926936 61927018 - -ENSG00000221094.1 AL671972.1 chr10 62116215 62116301 + -ENSG00000182010.10 RTKN2 chr10 62183035 62268707 - -ENSG00000234756.1 RP11-120C12.3 chr10 62289521 62304033 + -ENSG00000240940.3 RN7SL591P chr10 62350006 62350297 + -ENSG00000138311.15 ZNF365 chr10 62374192 62672011 + -ENSG00000234489.1 ALDH7A1P4 chr10 62741208 62741385 - -ENSG00000238280.1 RP11-436D10.3 chr10 62793562 62805887 - -ENSG00000181915.4 ADO chr10 62804857 62808483 + -ENSG00000122877.13 EGR2 chr10 62811996 62919900 - -ENSG00000199446.1 RNU6-543P chr10 63110139 63110246 + -ENSG00000224301.1 RP11-144G16.1 chr10 63123938 63125537 - -ENSG00000148572.14 NRBF2 chr10 63133247 63155031 + -ENSG00000171988.17 JMJD1C chr10 63167221 63521850 - -ENSG00000234369.1 TATDN1P1 chr10 63222155 63223045 + -ENSG00000270421.1 RP11-351O1.4 chr10 63358745 63359104 + -ENSG00000221063.2 MIR1296 chr10 63372942 63373053 - -ENSG00000235816.3 PRELID1P3 chr10 63427297 63427939 + -ENSG00000272767.1 JMJD1C-AS1 chr10 63465229 63466563 + -ENSG00000224412.1 RP11-351O1.3 chr10 63489461 63489638 + -ENSG00000165476.12 REEP3 chr10 63521363 63625123 + -ENSG00000232075.1 MRPL35P2 chr10 63634317 63634827 - -ENSG00000270352.1 RP11-111N20.4 chr10 63658074 63658521 + -ENSG00000228566.1 RP11-170M17.1 chr10 63664664 63990568 + -ENSG00000213609.3 RP11-170M17.2 chr10 63902451 63903245 - -ENSG00000226426.1 RP11-174J11.1 chr10 64036345 64037280 - -ENSG00000235489.4 DBF4P1 chr10 64168959 64170850 - -ENSG00000233900.1 RPL17P35 chr10 64620374 64620922 - -ENSG00000270648.1 CYP2C61P chr10 64762883 64763172 - -ENSG00000216740.2 ANXA2P3 chr10 64825572 64826579 + -ENSG00000224714.2 RP11-179K3.2 chr10 64901136 64924518 - -ENSG00000270754.1 NEK4P3 chr10 65054460 65055003 + -ENSG00000227173.1 MYL6P3 chr10 65169438 65169869 - -ENSG00000233724.1 RP11-252C24.2 chr10 65248032 65248792 - -ENSG00000235356.1 RP11-428G2.1 chr10 65313785 65314970 + -ENSG00000222197.2 AL592466.1 chr10 65324367 65324455 + -ENSG00000228065.10 LINC01515 chr10 65570338 65768835 + -ENSG00000253012.1 AC022538.1 chr10 65710060 65710144 + -ENSG00000183230.16 CTNNA3 chr10 65912518 67696169 - -ENSG00000273360.1 RP11-210G22.1 chr10 66079243 66118326 + -ENSG00000274065.1 AC016819.1 chr10 66497277 66497380 - -ENSG00000277056.1 RP11-65E10.1 chr10 66837457 66837704 + -ENSG00000198739.10 LRRTM3 chr10 66926006 67099830 + -ENSG00000225299.1 RP11-344A5.1 chr10 67052609 67055028 + -ENSG00000226448.1 RP11-93L14.1 chr10 67334123 67334882 + -ENSG00000276866.1 MIR7151 chr10 67403351 67403410 - -ENSG00000213606.3 AKR1B10P1 chr10 67750284 67751225 + -ENSG00000225922.1 RP11-57G10.1 chr10 67793770 67794245 + -ENSG00000108176.14 DNAJC12 chr10 67796665 67838166 - -ENSG00000212520.1 RNU6-1250P chr10 67808502 67808608 + -ENSG00000239942.2 RN7SL394P chr10 67825310 67825600 - -ENSG00000237141.1 DNAJC19P1 chr10 67833763 67834081 + -ENSG00000272892.1 RP11-57G10.8 chr10 67849525 67850746 + -ENSG00000252113.2 RNU6-523P chr10 67858818 67858871 - -ENSG00000219932.6 RPL12P8 chr10 67874332 67874911 + -ENSG00000096717.11 SIRT1 chr10 67884669 67918390 + -ENSG00000148634.15 HERC4 chr10 67921899 68075348 - -ENSG00000226318.1 RP11-474D14.2 chr10 67960702 67961464 - -ENSG00000266467.2 RN7SL220P chr10 68007718 68008017 - -ENSG00000236375.3 POU5F1P5 chr10 68010205 68010862 - -ENSG00000138347.15 MYPN chr10 68106117 68212017 + -ENSG00000222371.1 RN7SKP202 chr10 68158079 68158408 + -ENSG00000179774.8 ATOH7 chr10 68230624 68232103 - -ENSG00000233590.1 RP11-153K11.3 chr10 68233251 68242379 - -ENSG00000234102.1 KRT19P4 chr10 68260557 68261499 + -ENSG00000108187.15 PBLD chr10 68282660 68333049 - -ENSG00000096746.17 HNRNPH3 chr10 68331174 68343191 + -ENSG00000204130.12 RUFY2 chr10 68341107 68407294 - -ENSG00000138346.14 DNA2 chr10 68414064 68472121 - -ENSG00000234806.1 RP11-9E13.4 chr10 68424560 68424997 + -ENSG00000199638.1 RNA5SP319 chr10 68461407 68461525 + -ENSG00000122912.14 SLC25A16 chr10 68477999 68527474 - -ENSG00000226493.1 RP11-524O24.2 chr10 68499532 68499968 + -ENSG00000207438.1 Y_RNA chr10 68503152 68503259 + -ENSG00000214881.4 TMEM14D chr10 68544489 68544833 - -ENSG00000138336.8 TET1 chr10 68560656 68694482 + -ENSG00000213025.2 COX20P1 chr10 68632371 68632727 + -ENSG00000227583.1 RP11-119F7.3 chr10 68674356 68675100 + -ENSG00000260400.1 RP11-119F7.5 chr10 68698500 68700794 + -ENSG00000270494.1 RP11-119F7.6 chr10 68717311 68717795 - -ENSG00000060339.13 CCAR1 chr10 68721012 68792377 + -ENSG00000195401.2 Y_RNA chr10 68735720 68735823 - -ENSG00000221184.1 MIR1254-1 chr10 68759318 68759414 + -ENSG00000165730.14 STOX1 chr10 68827541 68895432 + -ENSG00000200218.1 RNU6-697P chr10 68846805 68846911 + -ENSG00000107625.12 DDX50 chr10 68901278 68946847 + -ENSG00000206855.1 RNU6-571P chr10 68911653 68911759 - -ENSG00000165732.12 DDX21 chr10 68956128 68985073 + -ENSG00000198954.6 KIF1BP chr10 68988721 69016982 + -ENSG00000214875.2 MED28P1 chr10 68991137 68991707 + -ENSG00000229001.1 ACTBP14 chr10 69022778 69023866 + -ENSG00000122862.4 SRGN chr10 69088106 69104811 + -ENSG00000274008.1 Metazoa_SRP chr10 69098496 69098794 + -ENSG00000122958.14 VPS26A chr10 69123512 69172861 + -ENSG00000233163.1 RP11-259F16.3 chr10 69161530 69161906 - -ENSG00000156502.13 SUPV3L1 chr10 69180232 69209099 + -ENSG00000229261.1 RP11-227H15.4 chr10 69215333 69232490 - -ENSG00000156510.12 HKDC1 chr10 69220303 69267559 + -ENSG00000231748.1 RP11-227H15.5 chr10 69265342 69268148 - -ENSG00000156515.21 HK1 chr10 69269984 69401882 + -ENSG00000229197.1 RP11-227H15.7 chr10 69300432 69300817 - -ENSG00000221774.1 AC016821.1 chr10 69363555 69363641 - -ENSG00000075073.14 TACR2 chr10 69403903 69416867 - -ENSG00000232734.1 ATP5G1P7 chr10 69432972 69433371 - -ENSG00000099282.9 TSPAN15 chr10 69451473 69507669 + -ENSG00000273530.1 AC016821.2 chr10 69458672 69458738 + -ENSG00000233197.1 TMEM256P1 chr10 69523311 69523650 - -ENSG00000122859.4 NEUROG3 chr10 69571698 69573238 - -ENSG00000236154.1 RP11-343J3.2 chr10 69575807 69577154 + -ENSG00000230755.1 RP11-343J3.7 chr10 69589880 69590355 - -ENSG00000235803.1 RP11-343J3.6 chr10 69590583 69591262 - -ENSG00000235524.1 RP11-343J3.5 chr10 69591406 69592931 - -ENSG00000231152.1 MTND2P15 chr10 69594041 69594932 - -ENSG00000226794.1 MTND1P20 chr10 69595487 69596436 - -ENSG00000171224.8 C10orf35 chr10 69630251 69633599 + -ENSG00000235645.2 RP11-242G20.1 chr10 69684899 69692452 + -ENSG00000230469.1 RPL5P26 chr10 69778962 69779838 + -ENSG00000197467.13 COL13A1 chr10 69801931 69964275 + -ENSG00000266082.1 AL138925.1 chr10 69859214 69859299 - -ENSG00000224222.1 RP11-262I2.2 chr10 69994626 70007836 - -ENSG00000099284.13 H2AFY2 chr10 70052796 70112280 + -ENSG00000042286.14 AIFM2 chr10 70098223 70132934 - -ENSG00000156521.13 TYSND1 chr10 70137981 70146676 - -ENSG00000079332.14 SAR1A chr10 70147289 70170523 - -ENSG00000229097.1 CALM2P2 chr10 70163685 70164124 + -ENSG00000232142.1 RP11-367H5.8 chr10 70198988 70199239 - -ENSG00000180817.11 PPA1 chr10 70202830 70233911 - -ENSG00000148734.7 NPFFR1 chr10 70247329 70283676 - -ENSG00000172731.13 LRRC20 chr10 70298970 70382650 - -ENSG00000224725.3 CEP57L1P1 chr10 70389426 70390626 + -ENSG00000148730.6 EIF4EBP2 chr10 70404379 70428618 + -ENSG00000156574.9 NODAL chr10 70432315 70447951 - -ENSG00000280401.1 RP11-104F15.9 chr10 70434829 70436556 + -ENSG00000107719.8 PALD1 chr10 70478821 70568449 + -ENSG00000230661.1 YY1P1 chr10 70485336 70486325 - -ENSG00000180644.6 PRF1 chr10 70597348 70602775 - -ENSG00000138316.10 ADAMTS14 chr10 70672803 70762441 + -ENSG00000166220.12 TBATA chr10 70771239 70785401 - -ENSG00000231366.1 RP11-399N22.3 chr10 70794230 70794523 - -ENSG00000166224.16 SGPL1 chr10 70815961 70881173 + -ENSG00000166228.8 PCBD1 chr10 70882280 70888784 - -ENSG00000271409.1 RP11-432J9.3 chr10 70929925 70932057 + -ENSG00000259267.2 RP11-432J9.6 chr10 70939053 70955641 + -ENSG00000107731.12 UNC5B chr10 71212570 71302864 + -ENSG00000237512.6 UNC5B-AS1 chr10 71217224 71218228 - -ENSG00000198246.7 SLC29A3 chr10 71319258 71363385 + -ENSG00000279406.1 RP11-327E2.5 chr10 71364243 71366374 + -ENSG00000107736.19 CDH23 chr10 71396934 71815947 + -ENSG00000223817.1 CDH23-AS1 chr10 71508153 71511873 - -ENSG00000214688.4 C10orf105 chr10 71711701 71737824 - -ENSG00000107738.19 C10orf54 chr10 71747559 71773498 - -ENSG00000274824.1 MIR7152 chr10 71790747 71790800 + -ENSG00000197746.13 PSAP chr10 71816298 71851375 - -ENSG00000238446.1 RNU7-38P chr10 71844735 71844794 - -ENSG00000230526.1 RP11-472G21.2 chr10 71878356 71879107 + -ENSG00000278651.1 AC073370.1 chr10 71894311 71894411 - -ENSG00000122863.5 CHST3 chr10 71964365 72013564 + -ENSG00000272988.1 RP11-150D20.5 chr10 72053294 72054037 - -ENSG00000107742.12 SPOCK2 chr10 72059035 72089032 - -ENSG00000138303.17 ASCC1 chr10 72096032 72217134 - -ENSG00000200294.1 SNORA36 chr10 72180858 72180989 + -ENSG00000226701.1 RP11-570G20.1 chr10 72189941 72190576 + -ENSG00000166295.8 ANAPC16 chr10 72216000 72235860 + -ENSG00000200170.1 Y_RNA chr10 72220752 72220852 + -ENSG00000168209.4 DDIT4 chr10 72273920 72276036 + -ENSG00000269926.1 RP11-442H21.2 chr10 72274915 72275980 - -ENSG00000148719.14 DNAJB12 chr10 72332830 72355230 - -ENSG00000107745.16 MICU1 chr10 72367327 72626191 - -ENSG00000202513.1 RNU6-805P chr10 72391964 72392069 + -ENSG00000276531.1 RP11-205A8.3 chr10 72483245 72483812 + -ENSG00000226163.1 RP11-167P22.3 chr10 72501746 72502956 + -ENSG00000230609.1 RP11-167P22.4 chr10 72560264 72560456 + -ENSG00000272536.2 RN7SL840P chr10 72582803 72583086 + -ENSG00000231471.1 HMGN2P34 chr10 72636497 72636765 - -ENSG00000238215.1 RP11-167P22.5 chr10 72643011 72644650 + -ENSG00000201881.1 Y_RNA chr10 72654165 72654276 - -ENSG00000156026.14 MCU chr10 72692131 72887694 + -ENSG00000266719.1 MIR4676 chr10 72721029 72721100 + -ENSG00000280166.1 RP11-354E23.3 chr10 72730557 72731175 + -ENSG00000279502.1 RP11-354E23.4 chr10 72756398 72757016 + -ENSG00000272627.1 RP11-354E23.5 chr10 72766560 72767052 + -ENSG00000138315.12 OIT3 chr10 72893581 72933033 + -ENSG00000215086.2 NPM1P24 chr10 72917641 72918534 - -ENSG00000138308.5 PLA2G12B chr10 72935170 72954778 - -ENSG00000213700.3 RPL17P50 chr10 73005833 73006595 - -ENSG00000122884.12 P4HA1 chr10 73007217 73096974 - -ENSG00000232646.1 RP11-344N10.4 chr10 73065126 73065467 + -ENSG00000237768.2 RP11-344N10.2 chr10 73071295 73074008 + -ENSG00000201047.1 Y_RNA chr10 73082494 73082595 - -ENSG00000272630.1 RP11-344N10.5 chr10 73098044 73101297 - -ENSG00000166321.13 NUDT13 chr10 73110375 73131828 + -ENSG00000272599.2 RP11-152N13.16 chr10 73124573 73125532 - -ENSG00000221164.1 SNORA11 chr10 73126080 73126207 - -ENSG00000122882.10 ECD chr10 73130155 73169055 - -ENSG00000138286.14 FAM149B1 chr10 73168166 73244504 + -ENSG00000213551.4 DNAJC9 chr10 73183362 73248862 - -ENSG00000199201.1 Y_RNA chr10 73192223 73192325 - -ENSG00000227382.1 EIF4A2P2 chr10 73199826 73201225 + -ENSG00000236756.4 DNAJC9-AS1 chr10 73247360 73276984 + -ENSG00000182180.13 MRPS16 chr10 73248843 73252693 - -ENSG00000227540.1 RP11-152N13.5 chr10 73252791 73254349 + -ENSG00000156042.17 CFAP70 chr10 73253759 73358859 - -ENSG00000200356.1 RNU6-833P chr10 73279062 73279168 + -ENSG00000207473.1 Y_RNA chr10 73346936 73347048 + -ENSG00000138279.15 ANXA7 chr10 73375101 73414076 - -ENSG00000233144.1 RP11-537A6.9 chr10 73381433 73383496 + -ENSG00000229659.1 RP11-345K20.2 chr10 73422259 73422696 - -ENSG00000166343.9 MSS51 chr10 73423579 73433561 - -ENSG00000266344.1 AL353731.1 chr10 73428667 73428736 + -ENSG00000107758.15 PPP3CB chr10 73436428 73496024 - -ENSG00000221817.9 PPP3CB-AS1 chr10 73495525 73520070 + -ENSG00000166348.17 USP54 chr10 73497538 73625953 - -ENSG00000207327.1 RNU6-883P chr10 73529051 73529157 - -ENSG00000237139.1 RP11-137L10.5 chr10 73537803 73538391 + -ENSG00000268584.1 RP11-464F9.20 chr10 73625996 73626790 + -ENSG00000272791.1 RP11-464F9.22 chr10 73630556 73631490 + -ENSG00000177791.11 MYOZ1 chr10 73631654 73641757 - -ENSG00000166317.11 SYNPO2L chr10 73644881 73663803 - -ENSG00000271848.1 RP11-464F9.21 chr10 73654039 73674719 + -ENSG00000172650.12 AGAP5 chr10 73674285 73698159 - -ENSG00000242288.9 RP11-464F9.1 chr10 73674295 73730466 - -ENSG00000271816.1 BMS1P4 chr10 73699151 73730487 - -ENSG00000272140.2 RP11-574K11.29 chr10 73703735 73713581 - -ENSG00000252072.1 RNA5SP320 chr10 73706490 73706613 + -ENSG00000242338.6 BMS1P4 chr10 73715843 73730469 - -ENSG00000250959.2 GLUD1P3 chr10 73730562 73737311 + -ENSG00000235316.1 DUSP8P5 chr10 73731824 73733638 + -ENSG00000270808.1 RP11-574K11.27 chr10 73740538 73740823 - -ENSG00000279088.1 RP11-574K11.24 chr10 73742995 73744230 - -ENSG00000176986.14 SEC24C chr10 73744384 73772161 + -ENSG00000279689.1 RP11-574K11.32 chr10 73769264 73772862 - -ENSG00000196968.10 FUT11 chr10 73772291 73780251 + -ENSG00000172586.7 CHCHD1 chr10 73782047 73783652 + -ENSG00000214655.10 ZSWIM8 chr10 73785582 73801797 + -ENSG00000280238.1 RP11-574K11.26 chr10 73791218 73791490 + -ENSG00000272589.1 ZSWIM8-AS1 chr10 73796514 73801399 - -ENSG00000272916.5 RP11-574K11.31 chr10 73796514 73811651 - -ENSG00000166507.16 NDST2 chr10 73801911 73811798 - -ENSG00000148660.20 CAMK2G chr10 73812501 73874591 - -ENSG00000224195.1 RP11-574K11.5 chr10 73813518 73814737 + -ENSG00000229990.3 RP11-574K11.8 chr10 73841833 73847115 + -ENSG00000122861.15 PLAU chr10 73909177 73917497 + -ENSG00000222047.8 C10orf55 chr10 73909969 73922777 - -ENSG00000035403.16 VCL chr10 73995193 74121363 + -ENSG00000225761.1 RP11-417O11.5 chr10 74005137 74027915 + -ENSG00000185009.12 AP3M1 chr10 74120255 74151063 - -ENSG00000156110.13 ADK chr10 74151185 74709303 + -ENSG00000236900.1 TIMM9P1 chr10 74344550 74344805 - -ENSG00000214629.3 RPSAP6 chr10 74371535 74372416 + -ENSG00000213731.2 RAB5CP1 chr10 74423435 74424014 - -ENSG00000232342.7 RP11-46O21.2 chr10 74506081 74530553 - -ENSG00000226253.1 MRPL35P3 chr10 74527584 74527947 + -ENSG00000206756.1 Y_RNA chr10 74551392 74551493 + -ENSG00000271710.1 RP11-312P12.3 chr10 74641410 74641776 - -ENSG00000214626.2 POLR3DP1 chr10 74654956 74656131 + -ENSG00000213525.3 RP11-383B24.3 chr10 74744386 74744707 - -ENSG00000272748.1 RP11-222G7.2 chr10 74821610 74822130 - -ENSG00000156650.12 KAT6B chr10 74825582 75032622 + -ENSG00000234149.1 RP11-77G23.2 chr10 75003055 75025174 - -ENSG00000227186.1 RP11-77G23.5 chr10 75023475 75024251 - -ENSG00000188716.5 DUPD1 chr10 75037836 75058514 - -ENSG00000237882.1 PPIAP13 chr10 75089248 75089725 - -ENSG00000079393.20 DUSP13 chr10 75094432 75109221 - -ENSG00000156671.12 SAMD8 chr10 75099586 75182123 + -ENSG00000232437.1 RP11-487I5.4 chr10 75125217 75125862 + -ENSG00000263626.1 AL392111.1 chr10 75184958 75185058 + -ENSG00000165637.13 VDAC2 chr10 75210154 75231448 + -ENSG00000165644.10 COMTD1 chr10 75233969 75236030 - -ENSG00000227271.1 RPL39P25 chr10 75269392 75269545 - -ENSG00000226051.6 ZNF503-AS1 chr10 75269819 75373500 + -ENSG00000233313.2 HMGA1P5 chr10 75276376 75276646 - -ENSG00000270087.5 RP11-399K21.11 chr10 75279726 75401246 - -ENSG00000223428.1 RP11-399K21.5 chr10 75288333 75288682 - -ENSG00000236797.1 SPA17P1 chr10 75382393 75382844 - -ENSG00000165655.15 ZNF503 chr10 75397830 75401906 - -ENSG00000237149.5 ZNF503-AS2 chr10 75401519 75408982 + -ENSG00000273248.1 RP11-399K21.13 chr10 75408973 75409326 - -ENSG00000272692.1 RP11-399K21.14 chr10 75409157 75411842 + -ENSG00000236842.1 RP11-399K21.10 chr10 75430571 75431588 - -ENSG00000148655.14 C10orf11 chr10 75431453 76560167 + -ENSG00000279814.1 RP11-399K21.12 chr10 75450081 75451725 + -ENSG00000207583.1 MIR606 chr10 75552458 75552553 + -ENSG00000277338.1 AL589863.1 chr10 75568543 75568639 + -ENSG00000268659.2 RP11-310J24.3 chr10 75642476 75643106 + -ENSG00000228280.1 RP11-367B6.2 chr10 75742740 75743755 + -ENSG00000221232.1 AC012047.1 chr10 76127251 76127311 - -ENSG00000265486.2 RN7SL518P chr10 76242022 76242301 - -ENSG00000201954.1 RNU6-673P chr10 76260800 76260903 - -ENSG00000278992.1 RP11-43N22.1 chr10 76270206 76270800 + -ENSG00000281042.1 AC013286.1 chr10 76350749 76351228 - -ENSG00000230575.1 RP11-369F10.2 chr10 76437408 76438775 - -ENSG00000269256.1 RP11-325D15.2 chr10 76558350 76560994 - -ENSG00000277257.1 AC013738.1 chr10 76818713 76818778 - -ENSG00000252888.1 SNORA31 chr10 76835377 76835502 - -ENSG00000224948.1 ATP5G1P8 chr10 76836568 76836861 + -ENSG00000156113.20 KCNMA1 chr10 76869601 77638595 - -ENSG00000236467.7 KCNMA1-AS1 chr10 76888044 76980624 + -ENSG00000225497.5 KCNMA1-AS2 chr10 77147652 77150100 + -ENSG00000224500.1 RP11-328K22.1 chr10 77313941 77315694 + -ENSG00000225652.1 KCNMA1-AS3 chr10 77354404 77376613 + -ENSG00000228092.1 COX6CP15 chr10 77433572 77433782 - -ENSG00000199592.1 RNA5SP321 chr10 77587049 77587159 + -ENSG00000213514.2 RP11-428P16.2 chr10 77730766 77734769 + -ENSG00000277981.1 RP11-428P16.3 chr10 77738246 77739015 + -ENSG00000199664.1 RNU6-1266P chr10 77776951 77777055 - -ENSG00000213513.3 RP13-39P12.2 chr10 77780337 77781876 - -ENSG00000228748.2 RP13-39P12.3 chr10 77782866 77793176 + -ENSG00000151208.16 DLG5 chr10 77790791 77926526 - -ENSG00000204049.1 RP11-126H7.4 chr10 77866875 77869610 + -ENSG00000243446.3 RN7SL284P chr10 77912271 77912545 - -ENSG00000281632.1 AL391421.1 chr10 77912280 77912362 - -ENSG00000233871.2 DLG5-AS1 chr10 77927372 77929824 + -ENSG00000234612.1 H2AFZP5 chr10 77953495 77953876 + -ENSG00000274686.1 Metazoa_SRP chr10 77966173 77966440 + -ENSG00000148606.12 POLR3A chr10 77969251 78029545 - -ENSG00000138326.18 RPS24 chr10 78033760 78056812 + -ENSG00000231957.2 GNAI2P2 chr10 78068623 78069538 - -ENSG00000230417.10 LINC00856 chr10 78238255 78675109 + -ENSG00000227136.2 LINC00595 chr10 78267328 78330595 + -ENSG00000229543.1 RP11-90J7.2 chr10 78293842 78301003 + -ENSG00000230229.1 RP11-90J7.4 chr10 78352597 78356100 + -ENSG00000201393.1 SNORA71 chr10 78367507 78367623 + -ENSG00000228683.1 RP11-31E13.2 chr10 78696062 78697022 - -ENSG00000224596.7 ZMIZ1-AS1 chr10 78943328 79067895 - -ENSG00000229569.1 RP11-481G8.2 chr10 79000484 79003803 - -ENSG00000108175.16 ZMIZ1 chr10 79069035 79316528 + -ENSG00000108179.13 PPIF chr10 79347469 79355337 + -ENSG00000165424.6 ZCCHC24 chr10 79382325 79445627 - -ENSG00000235426.2 RP11-342M3.5 chr10 79382328 79409274 + -ENSG00000259021.2 TPRX1P1 chr10 79499666 79499984 - -ENSG00000241317.1 RP11-342M3.1 chr10 79504073 79506281 - -ENSG00000235705.5 RP11-342M3.2 chr10 79507597 79510922 - -ENSG00000253626.3 EIF5AL1 chr10 79512601 79516440 + -ENSG00000271985.1 RP11-589B3.7 chr10 79526508 79526631 - -ENSG00000232965.1 RPS12P18 chr10 79544087 79544356 + -ENSG00000185303.15 SFTPA2 chr10 79555852 79560397 - -ENSG00000219430.2 MBL3P chr10 79582298 79584877 - -ENSG00000225827.1 SFTPA3P chr10 79595294 79595660 - -ENSG00000122852.14 SFTPA1 chr10 79610939 79615455 + -ENSG00000226676.1 RP11-589B3.6 chr10 79628757 79632188 - -ENSG00000244733.5 RP11-506M13.3 chr10 79660891 79677996 + -ENSG00000225484.6 NUTM2B-AS1 chr10 79663088 79826594 - -ENSG00000272489.1 RP11-182L21.5 chr10 79663192 79664786 + -ENSG00000280355.1 RP11-119F19.5 chr10 79681973 79684094 - -ENSG00000278616.1 BEND3P3 chr10 79682997 79685436 + -ENSG00000224886.2 RP11-119F19.4 chr10 79684494 79684983 - -ENSG00000188199.10 NUTM2B chr10 79703227 79714681 + -ENSG00000272447.1 RP11-182L21.6 chr10 79825902 79827602 + -ENSG00000228570.7 NUTM2E chr10 79841358 79850878 + -ENSG00000214695.3 NPAP1P2 chr10 79860573 79861806 + -ENSG00000204437.7 CTSLP6 chr10 79870375 79873903 - -ENSG00000214584.3 PGGT1BP2 chr10 79892148 79893175 - -ENSG00000242600.6 MBL1P chr10 79904898 79950336 + -ENSG00000133661.15 SFTPD chr10 79937740 79982614 - -ENSG00000273372.1 SFTPD-AS1 chr10 79968213 79973213 + -ENSG00000280259.1 RP11-479O17.9 chr10 79970963 79973213 - -ENSG00000235924.1 ZNRF2P3 chr10 79981839 79982212 + -ENSG00000225100.2 DPY19L2P5 chr10 79982910 79983240 - -ENSG00000282070.1 RP11-369J21.14 chr10 79998812 79998952 - -ENSG00000229616.2 RP11-369J21.11 chr10 80017713 80017911 - -ENSG00000224760.4 C1DP3 chr10 80024737 80025159 - -ENSG00000236217.4 C1DP2 chr10 80031968 80032393 - -ENSG00000227515.3 C1DP4 chr10 80040621 80041044 - -ENSG00000230091.6 TMEM254-AS1 chr10 80046860 80078912 - -ENSG00000282432.1 RP11-369J21.13 chr10 80053428 80053548 - -ENSG00000133678.13 TMEM254 chr10 80078646 80092557 + -ENSG00000279399.1 RP11-369J21.12 chr10 80091411 80091867 - -ENSG00000230171.1 RPL22P18 chr10 80125941 80126317 + -ENSG00000189129.13 PLAC9 chr10 80131682 80145359 + -ENSG00000122359.17 ANXA11 chr10 80150889 80205572 - -ENSG00000280954.1 Metazoa_SRP chr10 80193746 80193982 - -ENSG00000237523.1 LINC00857 chr10 80207710 80219657 + -ENSG00000234319.1 RPS12P2 chr10 80215851 80216119 - -ENSG00000234382.2 RP11-40F6.1 chr10 80233664 80245367 + -ENSG00000234743.1 EIF5AP4 chr10 80247219 80247683 - -ENSG00000279359.1 RP11-36D19.9 chr10 80249710 80254121 + -ENSG00000151224.12 MAT1A chr10 80271820 80289684 - -ENSG00000232950.1 ZNF519P1 chr10 80297720 80299655 + -ENSG00000235858.1 RP11-36D19.8 chr10 80333771 80334426 + -ENSG00000170788.13 DYDC1 chr10 80336105 80356755 - -ENSG00000133665.12 DYDC2 chr10 80344745 80368073 + -ENSG00000122378.13 FAM213A chr10 80407829 80437115 + -ENSG00000108219.14 TSPAN14 chr10 80454166 80533123 + -ENSG00000226659.1 RP11-137H2.4 chr10 80529597 80535942 - -ENSG00000178217.13 SH2D4B chr10 80537902 80646560 + -ENSG00000231082.1 RP11-514F8.2 chr10 80649797 80653732 + -ENSG00000233353.1 RPS7P9 chr10 80716483 80717068 - -ENSG00000233703.1 RP11-20E23.1 chr10 80749632 80751231 - -ENSG00000231060.1 FARSBP1 chr10 80776165 80778088 - -ENSG00000227209.1 WARS2P1 chr10 80940665 80941201 - -ENSG00000226466.2 RPA2P2 chr10 81136540 81137335 - -ENSG00000265990.1 AL356154.1 chr10 81144652 81144731 + -ENSG00000185737.12 NRG3 chr10 81875314 82987179 + -ENSG00000221378.1 AL096864.1 chr10 82050262 82050348 + -ENSG00000229458.2 RP11-202D18.2 chr10 82224213 82229179 - -ENSG00000225738.2 NRG3-AS1 chr10 82228985 82232920 - -ENSG00000207275.1 RNU6-441P chr10 82340771 82340876 + -ENSG00000274635.1 AL354749.1 chr10 82864174 82864259 - -ENSG00000200774.1 RNU6-478P chr10 83067962 83068071 - -ENSG00000234931.1 MARK2P15 chr10 83311628 83314475 - -ENSG00000265268.1 AL356140.1 chr10 83437034 83437129 - -ENSG00000233945.1 RP11-344L13.2 chr10 83672406 83675439 - -ENSG00000223565.1 RP11-344L13.1 chr10 83735506 83736493 + -ENSG00000212324.1 RNU6-129P chr10 83764358 83764464 + -ENSG00000233258.1 RP11-219F10.1 chr10 83911654 83912922 - -ENSG00000200789.1 RNU1-65P chr10 84003332 84003479 + -ENSG00000212769.5 HMGN2P8 chr10 84081429 84081995 + -ENSG00000271933.1 RP11-338I21.1 chr10 84138420 84140582 - -ENSG00000165678.19 GHITM chr10 84139440 84153555 + -ENSG00000188373.4 C10orf99 chr10 84173738 84185294 + -ENSG00000148600.14 CDHR1 chr10 84194635 84219621 + -ENSG00000204033.9 LRIT2 chr10 84220495 84225589 - -ENSG00000148602.5 LRIT1 chr10 84231593 84241461 - -ENSG00000148604.13 RGR chr10 84245053 84259960 + -ENSG00000229404.5 LINC00858 chr10 84279980 84294659 + -ENSG00000107771.15 CCSER2 chr10 84328586 84518521 + -ENSG00000233189.1 RPL12P29 chr10 84389170 84389626 - -ENSG00000225423.1 TNPO1P1 chr10 84390908 84392045 + -ENSG00000225928.2 CACYBPP1 chr10 84454679 84456056 - -ENSG00000178429.9 RPS3AP5 chr10 84560443 84561263 + -ENSG00000238469.1 AC091487.1 chr10 84863265 84863362 + -ENSG00000237267.1 LINC01519 chr10 85193421 85197958 - -ENSG00000223993.1 RP11-475D12.1 chr10 85431943 85432515 - -ENSG00000224504.2 RP11-475D12.2 chr10 85432863 85448961 + -ENSG00000230962.1 LINC01520 chr10 85449592 85491996 + -ENSG00000279910.1 RP11-113E21.2 chr10 85526880 85531115 - -ENSG00000223064.1 RNU6-325P chr10 85537379 85537483 + -ENSG00000280134.1 RP11-113E21.3 chr10 85555484 85557436 - -ENSG00000234942.2 GRID1-AS1 chr10 85577731 85607213 + -ENSG00000182771.17 GRID1 chr10 85599555 86366493 - -ENSG00000278333.1 uc_338 chr10 85613017 85613186 - -ENSG00000270002.1 RP11-93H12.4 chr10 85644073 85648066 + -ENSG00000252292.1 RN7SKP238 chr10 85650012 85650260 - -ENSG00000236606.1 RP11-93H12.3 chr10 85708760 85709167 + -ENSG00000200487.1 RNA5SP322 chr10 86052448 86052566 + -ENSG00000199104.2 MIR346 chr10 86264694 86264788 - -ENSG00000238803.1 AL732479.1 chr10 86302826 86302921 - -ENSG00000062650.17 WAPAL chr10 86435256 86521815 - -ENSG00000212332.1 RNU6-780P chr10 86488446 86488549 + -ENSG00000227896.2 RP11-77P6.2 chr10 86521945 86525101 + -ENSG00000230507.5 RPL7AP8 chr10 86630825 86631628 - -ENSG00000122375.11 OPN4 chr10 86654557 86666848 + -ENSG00000122367.19 LDB3 chr10 86668449 86736068 + -ENSG00000272631.1 RP11-359E3.4 chr10 86749754 86756298 - -ENSG00000281735.1 Clostridiales-1 chr10 86751611 86751772 - -ENSG00000107779.11 BMPR1A chr10 86756650 86932838 + -ENSG00000270874.1 RP11-420K10.1 chr10 86854696 86856236 - -ENSG00000200176.1 RNU1-19P chr10 86889569 86889733 + -ENSG00000173269.13 MMRN2 chr10 86935540 86969481 - -ENSG00000281974.1 RP11-411A19.5 chr10 86948677 86949875 + -ENSG00000173267.13 SNCG chr10 86958618 86963260 + -ENSG00000272734.1 ADIRF-AS1 chr10 86965345 86971311 - -ENSG00000148671.13 ADIRF chr10 86968192 86983934 + -ENSG00000273413.1 RP11-96C23.15 chr10 86970237 86970826 - -ENSG00000271880.1 AGAP11 chr10 86970741 87010126 + -ENSG00000240089.2 BMS1P3 chr10 86992253 87000435 + -ENSG00000151303.11 RP11-96C23.13 chr10 86992406 87010203 + -ENSG00000272508.1 RP11-96C23.14 chr10 86993432 87024732 + -ENSG00000261011.1 RP11-96C23.11 chr10 87001636 87009905 + -ENSG00000229969.1 RP11-96C23.10 chr10 87009785 87015782 - -ENSG00000188100.8 FAM25A chr10 87020306 87024730 + -ENSG00000271573.1 RP11-96C23.12 chr10 87027184 87027477 + -ENSG00000200253.1 RNU6-529P chr10 87041238 87041341 - -ENSG00000148672.8 GLUD1 chr10 87050486 87094866 - -ENSG00000122376.11 FAM35A chr10 87094161 87191468 + -ENSG00000237280.1 RP11-96C23.9 chr10 87113954 87115523 + -ENSG00000273946.1 RN7SL733P chr10 87154041 87154369 - -ENSG00000223482.7 NUTM2A-AS1 chr10 87203875 87342612 - -ENSG00000184923.12 NUTM2A chr10 87225448 87236908 + -ENSG00000224914.2 LINC00863 chr10 87342736 87357882 + -ENSG00000214562.13 NUTM2D chr10 87357668 87370695 + -ENSG00000237740.1 NPAP1P3 chr10 87376896 87378481 + -ENSG00000236417.2 CTSLP1 chr10 87386685 87390203 - -ENSG00000228055.2 LINC00864 chr10 87397023 87424792 - -ENSG00000231569.1 RP11-399L7.3 chr10 87408044 87408258 - -ENSG00000107789.15 MINPP1 chr10 87504875 87553460 + -ENSG00000223761.1 RP11-57C13.4 chr10 87591607 87606024 - -ENSG00000225913.2 RP11-57C13.6 chr10 87607985 87659279 + -ENSG00000196566.2 RP11-57C13.3 chr10 87610163 87660003 - -ENSG00000234192.1 RP11-57C13.5 chr10 87642607 87642954 + -ENSG00000198682.12 PAPSS2 chr10 87659613 87747705 + -ENSG00000138138.13 ATAD1 chr10 87751512 87841343 - -ENSG00000223820.5 CFL1P1 chr10 87817928 87845612 + -ENSG00000243782.3 RN7SL78P chr10 87832818 87833098 - -ENSG00000227268.3 KLLN chr10 87859161 87863437 - -ENSG00000171862.9 PTEN chr10 87863113 87971930 + -ENSG00000224745.1 RP11-380G5.2 chr10 87878692 87880427 + -ENSG00000213613.2 RP11-380G5.3 chr10 87945502 87946024 + -ENSG00000200891.1 SNORD74 chr10 87994618 87994695 - -ENSG00000227905.1 MED6P1 chr10 88048135 88049823 - -ENSG00000275015.1 RP11-129G17.2 chr10 88259129 88259372 - -ENSG00000184719.11 RNLS chr10 88273864 88584530 - -ENSG00000201548.1 Y_RNA chr10 88585638 88585733 - -ENSG00000204022.9 LIPJ chr10 88586753 88606976 + -ENSG00000237205.1 RPL7P34 chr10 88618223 88618934 - -ENSG00000182333.14 LIPF chr10 88664441 88678814 + -ENSG00000271408.1 RP11-186O14.7 chr10 88699683 88700401 + -ENSG00000204021.3 LIPK chr10 88724544 88752786 + -ENSG00000226358.1 KRT8P38 chr10 88727485 88728914 + -ENSG00000204020.5 LIPN chr10 88761406 88778242 + -ENSG00000235150.1 RCBTB2P1 chr10 88785600 88787061 - -ENSG00000173239.13 LIPM chr10 88802730 88820546 + -ENSG00000152766.5 ANKRD22 chr10 88822132 88851818 - -ENSG00000234256.2 PTCD2P2 chr10 88876450 88877544 + -ENSG00000138134.11 STAMBPL1 chr10 88879734 88975153 + -ENSG00000180139.11 ACTA2-AS1 chr10 88932390 88940820 + -ENSG00000107796.12 ACTA2 chr10 88935074 88991390 - -ENSG00000026103.19 FAS chr10 88990531 89015785 + -ENSG00000275693.1 FAS-AS1 chr10 88992370 88992539 + -ENSG00000261438.1 RP11-399O19.9 chr10 89015836 89017059 + -ENSG00000265375.1 MIR4679-1 chr10 89063335 89063411 - -ENSG00000233292.1 RP11-341B24.3 chr10 89139044 89139458 + -ENSG00000138135.6 CH25H chr10 89205629 89207314 - -ENSG00000107798.17 LIPA chr10 89213569 89414557 - -ENSG00000266769.1 AL353751.1 chr10 89264340 89264406 - -ENSG00000232110.7 RP11-149I23.3 chr10 89283765 89292125 + -ENSG00000119922.8 IFIT2 chr10 89301955 89309276 + -ENSG00000119917.13 IFIT3 chr10 89327894 89340971 + -ENSG00000224289.1 IFIT6P chr10 89362294 89363487 + -ENSG00000204010.3 IFIT1B chr10 89378056 89385205 + -ENSG00000185745.9 IFIT1 chr10 89392546 89406486 + -ENSG00000152778.8 IFIT5 chr10 89414586 89421001 + -ENSG00000152779.13 SLC16A12 chr10 89430299 89556641 - -ENSG00000234452.5 SLC16A12-AS1 chr10 89456064 89468140 + -ENSG00000152782.16 PANK1 chr10 89579497 89645572 - -ENSG00000198997.1 MIR107 chr10 89592743 89592829 - -ENSG00000249962.1 RP11-80H5.5 chr10 89644603 89645223 - -ENSG00000232936.5 RP11-80H5.2 chr10 89645282 89650667 + -ENSG00000225836.1 RP11-80H5.6 chr10 89646289 89650822 - -ENSG00000235100.3 RP11-80H5.9 chr10 89667181 89699671 - -ENSG00000240996.1 RP11-80H5.7 chr10 89694295 89697928 - -ENSG00000138182.14 KIF20B chr10 89701610 89774939 + -ENSG00000232229.5 LINC00865 chr10 89829510 89840861 + -ENSG00000270670.1 RP11-248C1.3 chr10 89837612 89839334 - -ENSG00000280560.1 LINC01374 chr10 89853906 89914948 + -ENSG00000226159.1 LINC01375 chr10 89915489 89957373 - -ENSG00000228938.3 SNRPD2P1 chr10 89978717 89979070 + -ENSG00000274223.1 AL139340.1 chr10 90086269 90086336 + -ENSG00000222451.1 RN7SKP143 chr10 90163651 90163960 - -ENSG00000236373.1 RP11-15K3.1 chr10 90402521 90540805 - -ENSG00000224750.6 RP11-94M14.2 chr10 90454170 90502968 + -ENSG00000238291.1 RP11-94M14.3 chr10 90462717 90467952 + -ENSG00000148680.15 HTR7 chr10 90740823 90857698 - -ENSG00000148688.13 RPP30 chr10 90871716 90908553 + -ENSG00000222305.1 Y_RNA chr10 90880040 90880179 - -ENSG00000148677.6 ANKRD1 chr10 90912096 90921276 - -ENSG00000201604.1 RNU6-740P chr10 90922731 90922835 - -ENSG00000225519.1 RP11-236B18.2 chr10 90994620 91006390 + -ENSG00000273124.1 RP11-236B18.5 chr10 90997480 90997713 - -ENSG00000224851.1 LINC00502 chr10 91047166 91062159 + -ENSG00000220585.4 DDX18P6 chr10 91053051 91055047 + -ENSG00000234043.3 RP11-56M3.1 chr10 91152605 91153349 - -ENSG00000180628.14 PCGF5 chr10 91163012 91284331 + -ENSG00000165338.16 HECTD2 chr10 91409280 91514829 + -ENSG00000271385.1 RP11-108M11.3 chr10 91464578 91464708 - -ENSG00000223876.1 RPS27P1 chr10 91544852 91545098 + -ENSG00000119938.8 PPP1R3C chr10 91628442 91633054 - -ENSG00000213449.2 GAPDHP28 chr10 91666780 91667782 - -ENSG00000228759.1 FAF2P1 chr10 91765899 91767196 - -ENSG00000228701.1 TNKS2-AS1 chr10 91782839 91798291 - -ENSG00000107854.5 TNKS2 chr10 91798312 91865276 + -ENSG00000180581.7 SRP9P1 chr10 91807179 91807439 - -ENSG00000273497.1 RP11-402D21.3 chr10 91896704 91896897 + -ENSG00000174721.9 FGFBP3 chr10 91906589 91909483 - -ENSG00000272817.1 RP11-402D21.2 chr10 91908131 91909348 + -ENSG00000095564.13 BTAF1 chr10 91923769 92030325 + -ENSG00000107864.14 CPEB3 chr10 92046692 92291087 - -ENSG00000252993.1 SNORA25 chr10 92076242 92076365 + -ENSG00000214549.2 SDHCP2 chr10 92118664 92119164 + -ENSG00000213484.2 EIF4A1P8 chr10 92136875 92138370 + -ENSG00000264076.1 AL158040.1 chr10 92159572 92159672 + -ENSG00000221042.1 CPEB3_ribozyme chr10 92204229 92204306 - -ENSG00000105988.6 NHP2P1 chr10 92216332 92216793 + -ENSG00000199881.1 Y_RNA chr10 92272147 92272250 - -ENSG00000198060.9 MARCH5 chr10 92291163 92353964 + -ENSG00000202297.1 RNY3P12 chr10 92334463 92334564 + -ENSG00000232709.1 MARK2P9 chr10 92418667 92420875 + -ENSG00000207895.1 AL161652.1 chr10 92441211 92441304 - -ENSG00000119912.15 IDE chr10 92451684 92574076 - -ENSG00000138160.5 KIF11 chr10 92593286 92655395 + -ENSG00000184111.6 RP11-366I13.3 chr10 92596852 92597287 - -ENSG00000264313.2 RN7SL644P chr10 92659044 92659302 + -ENSG00000236493.2 EIF2S2P3 chr10 92668745 92669743 - -ENSG00000152804.10 HHEX chr10 92689951 92695646 + -ENSG00000201412.1 Y_RNA chr10 92710499 92710608 - -ENSG00000138190.16 EXOC6 chr10 92834713 93059493 + -ENSG00000225118.1 RP11-477L16.2 chr10 92878092 92878289 - -ENSG00000226425.1 RP11-348J12.2 chr10 93059663 93060426 - -ENSG00000187553.8 CYP26C1 chr10 93060808 93069536 + -ENSG00000279607.1 RP11-348J12.5 chr10 93071972 93073466 + -ENSG00000095596.11 CYP26A1 chr10 93073475 93077890 + -ENSG00000232805.1 NIP7P1 chr10 93106872 93107383 - -ENSG00000237417.1 XRCC6P1 chr10 93206857 93209627 - -ENSG00000213432.2 RP11-624L12.1 chr10 93284004 93284558 - -ENSG00000138119.16 MYOF chr10 93306429 93482317 - -ENSG00000138180.15 CEP55 chr10 93496632 93529092 + -ENSG00000212396.1 RNA5SP323 chr10 93510548 93510680 - -ENSG00000186188.10 FFAR4 chr10 93566665 93604480 + -ENSG00000138207.12 RBP4 chr10 93591687 93601744 - -ENSG00000221352.1 AL356214.1 chr10 93608586 93608699 + -ENSG00000095464.9 PDE6C chr10 93612588 93666010 + -ENSG00000148690.11 FRA10AC1 chr10 93667883 93702572 - -ENSG00000108231.11 LGI1 chr10 93757809 93798174 + -ENSG00000280660.1 RP11-437J2.3 chr10 93762453 93771991 + -ENSG00000280485.1 RP11-437J2.4 chr10 93772681 93788605 - -ENSG00000227995.1 RAB11AP1 chr10 93881293 93881938 - -ENSG00000176273.14 SLC35G1 chr10 93893973 93956062 + -ENSG00000180764.13 PIPSL chr10 93958191 93961540 - -ENSG00000274289.1 AL365510.1 chr10 93975258 93975349 + -ENSG00000138193.14 PLCE1 chr10 93993989 94332823 + -ENSG00000232913.7 PLCE1-AS2 chr10 94081950 94108814 - -ENSG00000231575.1 RP11-162K11.4 chr10 94109116 94121107 + -ENSG00000234724.1 HDAC1P1 chr10 94137748 94139500 + -ENSG00000206631.1 RNU6-657P chr10 94155639 94155745 - -ENSG00000228553.1 RP11-391J2.3 chr10 94225160 94227288 - -ENSG00000268894.6 PLCE1-AS1 chr10 94279277 94287478 - -ENSG00000273450.1 RP11-76P2.4 chr10 94314907 94315327 - -ENSG00000173145.11 NOC3L chr10 94333226 94362959 - -ENSG00000108239.8 TBC1D12 chr10 94402504 94535930 + -ENSG00000119969.14 HELLS chr10 94501434 94613905 + -ENSG00000244332.1 RP11-119K6.6 chr10 94577439 94611238 + -ENSG00000235746.1 CTBP2P2 chr10 94646364 94647996 - -ENSG00000108242.12 CYP2C18 chr10 94683621 94736190 + -ENSG00000276490.1 RP11-400G3.5 chr10 94688154 94853073 + -ENSG00000165841.9 CYP2C19 chr10 94762624 94853260 + -ENSG00000230338.1 MTND4P19 chr10 94774156 94774633 - -ENSG00000235199.1 CYP2C58P chr10 94865852 94873129 - -ENSG00000225354.1 RP11-400G3.3 chr10 94882554 94883343 + -ENSG00000138109.9 CYP2C9 chr10 94938658 94989390 + -ENSG00000233377.1 MTND4P20 chr10 94940253 94941121 - -ENSG00000228460.1 CYP2C59P chr10 95007126 95007556 - -ENSG00000260863.1 CYP2C60P chr10 95009674 95009812 + -ENSG00000237885.1 RP11-208C17.4 chr10 95031640 95032048 + -ENSG00000138115.13 CYP2C8 chr10 95036772 95069497 - -ENSG00000231829.2 RP11-310E22.5 chr10 95141925 95168425 - -ENSG00000274691.1 RP11-310E22.6 chr10 95173085 95173187 - -ENSG00000225533.1 PAWRP1 chr10 95183653 95184217 + -ENSG00000173124.14 ACSM6 chr10 95194200 95228928 + -ENSG00000234026.1 RP11-310E22.4 chr10 95228243 95231144 - -ENSG00000107438.8 PDLIM1 chr10 95237572 95291024 - -ENSG00000095637.20 SORBS1 chr10 95311771 95561414 - -ENSG00000214362.2 RP11-7D5.2 chr10 95594598 95595372 + -ENSG00000059573.8 ALDH18A1 chr10 95605929 95656706 - -ENSG00000119977.20 TCTN3 chr10 95663396 95694143 - -ENSG00000138185.16 ENTPD1 chr10 95711779 95877266 + -ENSG00000226688.6 ENTPD1-AS1 chr10 95753206 96090238 - -ENSG00000240527.1 RP11-429G19.3 chr10 95833508 95873758 + -ENSG00000270099.1 RP11-248J23.7 chr10 95860548 95924844 + -ENSG00000173088.12 C10orf131 chr10 95907603 95938723 + -ENSG00000269948.5 RP11-248J23.6 chr10 95949968 95996252 + -ENSG00000269920.1 RP11-690P14.4 chr10 95974029 96032675 + -ENSG00000227805.1 RP11-248J23.5 chr10 95999778 96000243 - -ENSG00000188649.11 CC2D2B chr10 96000091 96032684 + -ENSG00000107443.15 CCNJ chr10 96043394 96060870 + -ENSG00000266407.1 MIR3157 chr10 96064315 96064399 - -ENSG00000200728.1 RNU6-271P chr10 96112747 96112851 + -ENSG00000278748.1 AC021037.2 chr10 96128392 96128452 + -ENSG00000177853.14 ZNF518A chr10 96129715 96205288 + -ENSG00000273577.1 AC021037.1 chr10 96130031 96130117 + -ENSG00000229417.1 NPM1P25 chr10 96189366 96190219 - -ENSG00000095585.16 BLNK chr10 96191702 96271587 - -ENSG00000229418.2 RP11-35J23.1 chr10 96292685 96306695 - -ENSG00000107447.7 DNTT chr10 96304396 96338564 + -ENSG00000197430.10 OPALIN chr10 96343216 96359365 - -ENSG00000095587.8 TLL2 chr10 96364606 96513918 - -ENSG00000077147.14 TM9SF3 chr10 96518109 96587452 - -ENSG00000235677.1 NPM1P26 chr10 96560185 96560922 + -ENSG00000155629.14 PIK3AP1 chr10 96593312 96720514 - -ENSG00000202047.1 RNA5SP324 chr10 96619376 96619483 + -ENSG00000227032.1 RP11-34E5.4 chr10 96620877 96621707 - -ENSG00000207287.1 RNU6-1274P chr10 96743167 96743273 + -ENSG00000236552.2 RPL13AP5 chr10 96750288 96750899 + -ENSG00000207976.1 MIR607 chr10 96828669 96828764 - -ENSG00000196233.11 LCOR chr10 96832260 96981043 + -ENSG00000232875.1 HMGN2P35 chr10 96915633 96915902 - -ENSG00000155640.6 C10orf12 chr10 96981284 96986212 + -ENSG00000231025.1 RP11-175O19.4 chr10 96992450 96995959 + -ENSG00000187122.16 SLIT1 chr10 96998038 97185920 - -ENSG00000234855.1 SLIT1-AS1 chr10 97102756 97103747 + -ENSG00000269891.2 ARHGAP19-SLIT1 chr10 97153045 97292637 - -ENSG00000213390.10 ARHGAP19 chr10 97222173 97292673 - -ENSG00000231398.1 RP11-375N9.2 chr10 97275012 97278097 + -ENSG00000277308.1 Metazoa_SRP chr10 97297290 97297557 + -ENSG00000237169.1 RP11-452K12.3 chr10 97309138 97309958 - -ENSG00000165879.8 FRAT1 chr10 97319267 97321915 + -ENSG00000181274.6 FRAT2 chr10 97332497 97334709 - -ENSG00000225850.3 RP11-452K12.4 chr10 97334564 97343203 + -ENSG00000052749.13 RRP12 chr10 97356358 97426076 - -ENSG00000231508.1 RP11-452K12.6 chr10 97393197 97393547 - -ENSG00000231970.1 RP11-452K12.7 chr10 97401115 97419524 + -ENSG00000200737.1 Y_RNA chr10 97421195 97421307 - -ENSG00000171314.8 PGAM1 chr10 97426160 97433441 + -ENSG00000171311.12 EXOSC1 chr10 97436142 97446017 - -ENSG00000171307.18 ZDHHC16 chr10 97446131 97457370 + -ENSG00000155229.20 MMS19 chr10 97458324 97498794 - -ENSG00000264677.1 AL355490.1 chr10 97482669 97482773 + -ENSG00000165886.4 UBTD1 chr10 97498868 97571209 + -ENSG00000165887.11 ANKRD2 chr10 97572499 97583884 + -ENSG00000241935.8 HOGA1 chr10 97584323 97612802 + -ENSG00000249967.1 RP11-548K23.11 chr10 97584374 97673910 + -ENSG00000203942.4 C10orf62 chr10 97589727 97590934 + -ENSG00000171160.17 MORN4 chr10 97614553 97633500 - -ENSG00000155252.13 PI4K2A chr10 97640686 97676434 + -ENSG00000119986.6 AVPI1 chr10 97677424 97687323 - -ENSG00000155254.12 MARVELD1 chr10 97713173 97718152 + -ENSG00000155256.17 ZFYVE27 chr10 97737121 97760907 + -ENSG00000120057.4 SFRP5 chr10 97766751 97771952 - -ENSG00000227356.2 LINC00866 chr10 97828478 97849798 - -ENSG00000155265.10 GOLGA7B chr10 97850239 97871580 + -ENSG00000095713.13 CRTAC1 chr10 97865000 98030828 - -ENSG00000265398.1 AL139239.1 chr10 97875812 97875897 - -ENSG00000278752.1 KCNQ1DN chr10 98076361 98076421 - -ENSG00000166024.13 R3HCC1L chr10 98134624 98244897 + -ENSG00000138131.3 LOXL4 chr10 98247690 98268250 - -ENSG00000230928.1 RP11-34A14.3 chr10 98252023 98256575 + -ENSG00000119943.10 PYROXD2 chr10 98383565 98415184 - -ENSG00000221419.1 MIR1287 chr10 98395218 98395307 - -ENSG00000107521.18 HPS1 chr10 98416198 98446947 - -ENSG00000264610.1 MIR4685 chr10 98431292 98431360 - -ENSG00000172987.12 HPSE2 chr10 98457077 99235862 - -ENSG00000274056.1 MIR6507 chr10 98924499 98924568 - -ENSG00000236818.1 ARL5AP2 chr10 99013103 99013952 - -ENSG00000234109.1 RPL7P36 chr10 99047639 99048319 + -ENSG00000119946.10 CNNM1 chr10 99329099 99394330 + -ENSG00000120053.10 GOT1 chr10 99396870 99430624 - -ENSG00000224934.2 RP11-441O15.3 chr10 99431191 99438117 + -ENSG00000281581.1 U7 chr10 99502665 99502707 + -ENSG00000257582.5 LINC01475 chr10 99526350 99531177 - -ENSG00000228778.1 RP11-129J12.1 chr10 99527081 99528261 + -ENSG00000119919.10 NKX2-3 chr10 99532933 99536524 + -ENSG00000155287.10 SLC25A28 chr10 99610522 99620609 - -ENSG00000260475.1 RP11-85A1.3 chr10 99621055 99621918 + -ENSG00000229278.1 RP11-483F11.7 chr10 99651989 99653905 - -ENSG00000198018.6 ENTPD7 chr10 99659506 99706240 + -ENSG00000233690.1 EBAG9P1 chr10 99697407 99697949 - -ENSG00000119929.12 CUTC chr10 99702558 99756134 + -ENSG00000014919.12 COX15 chr10 99711844 99732100 - -ENSG00000023839.10 ABCC2 chr10 99782732 99852192 + -ENSG00000227351.2 NANOGP6 chr10 99788564 99789410 - -ENSG00000107554.15 DNMBP chr10 99875577 100009919 - -ENSG00000227695.5 DNMBP-AS1 chr10 99927010 99958381 + -ENSG00000120054.11 CPN1 chr10 100042193 100081877 - -ENSG00000232230.1 TPM4P1 chr10 100114417 100115223 - -ENSG00000270623.1 RP11-316M21.9 chr10 100143065 100143995 - -ENSG00000107566.13 ERLIN1 chr10 100150094 100188334 - -ENSG00000213341.10 CHUK chr10 100188298 100229619 - -ENSG00000236308.1 RP11-316M21.7 chr10 100190036 100190747 + -ENSG00000227492.1 RP11-316M21.6 chr10 100229667 100234000 + -ENSG00000095485.16 CWF19L1 chr10 100232298 100267680 - -ENSG00000212464.1 SNORA12 chr10 100237156 100237302 - -ENSG00000230224.1 PHBP9 chr10 100248271 100249095 + -ENSG00000207362.1 RNU6-422P chr10 100258571 100258677 + -ENSG00000196072.11 BLOC1S2 chr10 100273280 100286712 - -ENSG00000107593.16 PKD2L1 chr10 100288154 100330486 - -ENSG00000231188.1 RP11-34D15.2 chr10 100335563 100346390 - -ENSG00000099194.5 SCD chr10 100347124 100364834 + -ENSG00000235823.1 OLMALINC chr10 100373615 100383368 + -ENSG00000212325.1 Y_RNA chr10 100398352 100398446 - -ENSG00000273030.1 RP11-285F16.1 chr10 100412934 100413421 + -ENSG00000075290.7 WNT8B chr10 100463041 100483744 + -ENSG00000075826.16 SEC31B chr10 100486642 100519864 - -ENSG00000255339.6 RP11-411B6.6 chr10 100505628 100529881 - -ENSG00000166136.15 NDUFB8 chr10 100523740 100530000 - -ENSG00000166135.13 HIF1AN chr10 100529072 100559998 + -ENSG00000274660.1 Metazoa_SRP chr10 100666695 100667009 - -ENSG00000075891.21 PAX2 chr10 100735603 100829941 + -ENSG00000222072.1 Y_RNA chr10 100907174 100907280 - -ENSG00000272572.1 RP11-179B2.2 chr10 100911103 100912739 - -ENSG00000119906.11 FAM178A chr10 100912569 100965136 + -ENSG00000273476.1 RP11-108L7.14 chr10 100967688 100968135 + -ENSG00000055950.16 MRPL43 chr10 100969458 100987515 - -ENSG00000095539.15 SEMA4G chr10 100969518 100985871 + -ENSG00000207551.1 MIR608 chr10 100974985 100975084 + -ENSG00000236662.1 RP11-108L7.4 chr10 100980507 100985614 - -ENSG00000107815.7 C10orf2 chr10 100987367 100994401 + -ENSG00000107816.17 LZTS2 chr10 100996618 101007836 + -ENSG00000186862.17 PDZD7 chr10 101007683 101031157 - -ENSG00000107819.13 SFXN3 chr10 101031234 101041244 + -ENSG00000273162.1 RP11-108L7.15 chr10 101060029 101061005 - -ENSG00000107821.14 KAZALD1 chr10 101061841 101068131 + -ENSG00000236311.6 TLX1NB chr10 101089321 101131126 - -ENSG00000107807.12 TLX1 chr10 101130505 101137789 + -ENSG00000237579.2 LINC01514 chr10 101176323 101194147 + -ENSG00000270973.1 SMARCE1P7 chr10 101181144 101181951 - -ENSG00000138136.6 LBX1 chr10 101226195 101229794 - -ENSG00000227128.4 LBX1-AS1 chr10 101229594 101270148 + -ENSG00000229649.1 RP11-107I14.4 chr10 101252821 101263550 - -ENSG00000222238.1 RNU2-43P chr10 101307529 101307718 + -ENSG00000225208.1 RP11-107I14.2 chr10 101311018 101311505 + -ENSG00000230967.2 RP11-107I14.5 chr10 101322485 101323394 - -ENSG00000166167.17 BTRC chr10 101354033 101557321 + -ENSG00000222414.1 RNU2-59P chr10 101364845 101365035 - -ENSG00000166171.12 DPCD chr10 101570560 101609668 + -ENSG00000166169.16 POLL chr10 101578882 101588270 - -ENSG00000263436.1 MIR3158-1 chr10 101601417 101601497 + -ENSG00000107829.13 FBXW4 chr10 101610664 101695295 - -ENSG00000222051.1 RNU6-1165P chr10 101622859 101622965 + -ENSG00000224817.1 RP11-190J1.3 chr10 101704652 101708401 - -ENSG00000107831.12 FGF8 chr10 101770130 101780369 - -ENSG00000107833.10 NPM3 chr10 101781325 101783413 - -ENSG00000198408.13 MGEA5 chr10 101784443 101818465 - -ENSG00000226009.1 KCNIP2-AS1 chr10 101819078 101828779 + -ENSG00000120049.18 KCNIP2 chr10 101825974 101843920 - -ENSG00000120029.12 C10orf76 chr10 101845599 102056193 - -ENSG00000278628.1 AL391827.1 chr10 101902600 101902658 - -ENSG00000274742.1 Metazoa_SRP chr10 101912998 101913279 - -ENSG00000222430.1 Y_RNA chr10 101952605 101952704 - -ENSG00000166189.7 HPS6 chr10 102065390 102068038 + -ENSG00000224302.1 RP11-302K17.3 chr10 102085476 102085730 - -ENSG00000229629.1 RP11-302K17.4 chr10 102089968 102090062 + -ENSG00000198728.10 LDB1 chr10 102107560 102120453 - -ENSG00000148840.10 PPRC1 chr10 102132994 102150331 + -ENSG00000166197.16 NOLC1 chr10 102152176 102163871 + -ENSG00000119915.4 ELOVL3 chr10 102226328 102229589 + -ENSG00000107859.9 PITX3 chr10 102230186 102241474 - -ENSG00000107862.4 GBF1 chr10 102245532 102382899 + -ENSG00000251989.2 AL160011.1 chr10 102261230 102261306 + -ENSG00000077150.17 NFKB2 chr10 102394110 102402529 + -ENSG00000059915.16 PSD chr10 102402617 102421539 - -ENSG00000275957.1 AL121928.1 chr10 102409042 102409102 - -ENSG00000107872.12 FBXL15 chr10 102419189 102423136 + -ENSG00000107874.10 CUEDC2 chr10 102423245 102432661 - -ENSG00000202569.3 MIR146B chr10 102436500 102436609 + -ENSG00000269609.5 RPARP-AS1 chr10 102449817 102461106 + -ENSG00000120055.7 C10orf95 chr10 102449837 102451543 - -ENSG00000138111.14 TMEM180 chr10 102461395 102477045 + -ENSG00000138107.11 ACTR1A chr10 102479229 102502711 - -ENSG00000273262.1 RP11-18I14.11 chr10 102483039 102483559 + -ENSG00000107882.11 SUFU chr10 102503987 102633535 + -ENSG00000228657.1 RPL23AP58 chr10 102572757 102573225 - -ENSG00000207029.1 RNU6-43P chr10 102591524 102591630 + -ENSG00000272933.1 RP11-47A8.5 chr10 102642792 102644140 - -ENSG00000171206.13 TRIM8 chr10 102644496 102658407 + -ENSG00000138175.8 ARL3 chr10 102673731 102714407 - -ENSG00000156398.12 SFXN2 chr10 102714538 102743492 + -ENSG00000166272.16 WBP1L chr10 102743970 102816267 + -ENSG00000252994.1 RNU6-1231P chr10 102803929 102804031 + -ENSG00000148795.5 CYP17A1 chr10 102830531 102837533 - -ENSG00000203886.4 CYP17A1-AS1 chr10 102832721 102834516 + -ENSG00000213061.2 PFN1P11 chr10 102838011 102845473 - -ENSG00000236937.2 PTGES3P4 chr10 102845595 102845950 + -ENSG00000282772.1 RP11-753C18.12 chr10 102845761 102854513 - -ENSG00000166275.15 C10orf32 chr10 102854223 102864961 + -ENSG00000270316.1 C10orf32-ASMT chr10 102854272 102901899 + -ENSG00000214435.7 AS3MT chr10 102869516 102901899 + -ENSG00000235266.1 RP11-753C18.8 chr10 102887874 102888188 - -ENSG00000272912.1 RP11-724N1.1 chr10 102914585 102915404 + -ENSG00000148842.17 CNNM2 chr10 102918293 103090221 + -ENSG00000278498.1 uc_338 chr10 103027336 103027498 + -ENSG00000076685.18 NT5C2 chr10 103088017 103193306 - -ENSG00000237827.1 RP11-332O19.2 chr10 103125017 103125416 - -ENSG00000276694.1 AL360001.1 chr10 103165134 103165196 - -ENSG00000213277.3 MARCKSL1P1 chr10 103175554 103176094 + -ENSG00000229256.1 ST13P13 chr10 103215709 103216800 + -ENSG00000235376.5 RPEL1 chr10 103245887 103248016 + -ENSG00000148798.9 INA chr10 103277163 103290351 + -ENSG00000156374.14 PCGF6 chr10 103302796 103351134 - -ENSG00000212413.1 RNU11-3P chr10 103312436 103312568 - -ENSG00000148835.10 TAF5 chr10 103367967 103389065 + -ENSG00000173915.12 USMG5 chr10 103389041 103396466 - -ENSG00000221767.1 MIR1307 chr10 103394253 103394401 - -ENSG00000148843.13 PDCD11 chr10 103396648 103446292 + -ENSG00000138172.10 CALHM2 chr10 103446786 103452402 - -ENSG00000273485.1 RP11-225H22.7 chr10 103450196 103450852 + -ENSG00000234699.1 RP11-225H22.4 chr10 103452846 103462695 + -ENSG00000185933.6 CALHM1 chr10 103453387 103458888 - -ENSG00000183128.7 CALHM3 chr10 103472804 103479240 - -ENSG00000235470.5 NEURL1-AS1 chr10 103479603 103517393 - -ENSG00000107954.10 NEURL1 chr10 103493979 103592552 + -ENSG00000226431.1 RP11-416N2.3 chr10 103549075 103550964 + -ENSG00000107957.16 SH3PXD2A chr10 103594027 103855543 - -ENSG00000273108.1 RP11-416N2.4 chr10 103608619 103610050 + -ENSG00000222503.1 Y_RNA chr10 103673158 103673265 + -ENSG00000280693.2 SH3PXD2A-AS1 chr10 103745966 103755423 + -ENSG00000260461.1 RP11-541N10.3 chr10 103877374 103879761 - -ENSG00000107960.10 OBFC1 chr10 103882542 103918205 - -ENSG00000065613.13 SLK chr10 103967201 104029233 + -ENSG00000266754.2 RN7SL524P chr10 103974515 103974814 - -ENSG00000065618.16 COL17A1 chr10 104031286 104086002 - -ENSG00000216083.1 MIR936 chr10 104048089 104048186 - -ENSG00000156384.14 SFR1 chr10 104122058 104126385 + -ENSG00000197748.12 CFAP43 chr10 104129888 104232362 - -ENSG00000208033.1 MIR609 chr10 104218789 104218883 - -ENSG00000148834.12 GSTO1 chr10 104235356 104267459 + -ENSG00000266852.2 MIR4482 chr10 104268336 104268405 - -ENSG00000065621.14 GSTO2 chr10 104268873 104304945 + -ENSG00000148841.15 ITPRIP chr10 104309698 104338404 - -ENSG00000270075.1 RP11-127L20.5 chr10 104312141 104313881 + -ENSG00000228261.1 RP11-127L20.3 chr10 104323369 104327004 + -ENSG00000231233.1 CFAP58-AS1 chr10 104351591 104353575 - -ENSG00000120051.14 CFAP58 chr10 104353764 104455090 + -ENSG00000225768.1 RP11-127O4.3 chr10 104474939 104480274 - -ENSG00000237761.1 RP11-127O4.2 chr10 104616102 104616973 + -ENSG00000156395.12 SORCS3 chr10 104641101 105265235 + -ENSG00000226387.2 SORCS3-AS1 chr10 104664608 104666200 - -ENSG00000207068.1 RNU6-463P chr10 105534659 105534765 + -ENSG00000233477.1 RP11-45P22.2 chr10 105685383 105685865 - -ENSG00000213260.3 YWHAZP5 chr10 105686322 105687051 + -ENSG00000229466.1 RP11-56I23.1 chr10 105808775 105819197 - -ENSG00000229775.6 RP11-298H24.1 chr10 106140264 106188722 + -ENSG00000215002.2 RPL23AP59 chr10 106550106 106551121 + -ENSG00000108018.15 SORCS1 chr10 106573663 107164534 - -ENSG00000281014.1 AL160010.1 chr10 106952525 106952680 + -ENSG00000200626.1 RNA5SP325 chr10 106970021 106970150 + -ENSG00000200079.1 RNA5SP326 chr10 107461560 107461669 + -ENSG00000229981.7 LINC01435 chr10 107694973 108197849 - -ENSG00000234544.2 PTGES3P5 chr10 108296099 108296532 + -ENSG00000203434.2 RP11-163F15.1 chr10 108547975 108561815 - -ENSG00000222631.3 AL356476.1 chr10 108703829 108703930 - -ENSG00000223381.1 RP11-655H13.2 chr10 108710518 108839363 + -ENSG00000224498.1 MAPKAPK5P1 chr10 108848186 108849561 + -ENSG00000222436.1 RN7SKP278 chr10 108940969 108941310 - -ENSG00000252574.2 RNU5B-6P chr10 109184934 109185001 - -ENSG00000200217.1 RNU6-839P chr10 109239639 109239746 + -ENSG00000232728.1 PHB2P1 chr10 109528119 109529008 + -ENSG00000237242.1 BTF3P15 chr10 109534655 109534990 + -ENSG00000270333.1 RP11-566F5.2 chr10 109661814 109662050 + -ENSG00000270294.1 RP11-566F5.1 chr10 109680442 109681041 + -ENSG00000224907.1 RP11-451M19.2 chr10 109807651 109808129 + -ENSG00000108039.17 XPNPEP1 chr10 109864766 109923553 - -ENSG00000272160.1 RNU4-5P chr10 109869858 109869992 + -ENSG00000203876.9 ADD3-AS1 chr10 109940104 110008381 - -ENSG00000148700.13 ADD3 chr10 109996368 110135565 + -ENSG00000226734.1 SNRPGP12 chr10 110139214 110139426 - -ENSG00000119950.20 MXI1 chr10 110207605 110287365 + -ENSG00000228417.1 RP11-549L6.3 chr10 110207850 110208591 - -ENSG00000214067.2 RP11-549L6.2 chr10 110257064 110257843 + -ENSG00000119953.12 SMNDC1 chr10 110290730 110304951 - -ENSG00000273143.1 RP11-525A16.4 chr10 110428840 110496204 - -ENSG00000221359.1 AL355512.1 chr10 110434241 110434385 + -ENSG00000237642.1 HMGB3P5 chr10 110450629 110451240 + -ENSG00000138166.5 DUSP5 chr10 110497838 110511544 + -ENSG00000233518.1 RPL7P35 chr10 110550115 110550854 - -ENSG00000108055.9 SMC3 chr10 110567691 110604636 + -ENSG00000223302.1 Y_RNA chr10 110642678 110642785 - -ENSG00000203867.7 RBM20 chr10 110644397 110839469 + -ENSG00000252036.1 RN7SKP288 chr10 110756456 110756723 + -ENSG00000199364.1 RNA5SP327 chr10 110761142 110761242 + -ENSG00000232470.1 RP11-313D6.3 chr10 110869743 110871594 + -ENSG00000203497.2 PDCD4-AS1 chr10 110869868 110872233 - -ENSG00000150593.15 PDCD4 chr10 110871795 110900006 + -ENSG00000265827.1 MIR4680 chr10 110898090 110898155 + -ENSG00000214413.7 BBIP1 chr10 110898730 110919274 - -ENSG00000278601.1 RP11-348N5.9 chr10 110907483 110908182 + -ENSG00000270589.1 RP11-348N5.7 chr10 110910596 110912244 + -ENSG00000108061.11 SHOC2 chr10 110919547 111013667 + -ENSG00000234118.1 RPL13AP6 chr10 110936622 110937233 - -ENSG00000221214.1 MIR548E chr10 110988926 110989013 + -ENSG00000150594.6 ADRA2A chr10 111077163 111080907 + -ENSG00000213247.3 RP11-479A21.1 chr10 111104956 111105248 + -ENSG00000237618.1 BTBD7P2 chr10 111322778 111323397 + -ENSG00000227851.1 RP11-381K7.1 chr10 111349939 111352103 - -ENSG00000230809.1 RP11-309P22.1 chr10 111498191 111498941 - -ENSG00000277847.1 AL392167.1 chr10 111958712 111958799 + -ENSG00000119927.13 GPAM chr10 112149864 112215377 - -ENSG00000119913.4 TECTB chr10 112283735 112305035 + -ENSG00000276857.1 MIR6715A chr10 112299612 112299690 + -ENSG00000243316.6 GUCY2GP chr10 112308181 112356574 - -ENSG00000197142.10 ACSL5 chr10 112374018 112428380 + -ENSG00000232934.7 RP11-324O2.3 chr10 112395813 112425589 - -ENSG00000023041.11 ZDHHC6 chr10 112424428 112446917 - -ENSG00000151532.13 VTI1A chr10 112446998 112818744 + -ENSG00000234017.1 RP11-214N15.5 chr10 112548632 112548872 - -ENSG00000264763.1 MIR4295 chr10 112634170 112634254 + -ENSG00000233340.1 RP11-25C19.3 chr10 112671812 112677819 - -ENSG00000260917.1 RP11-57H14.4 chr10 112823490 112827726 + -ENSG00000279315.1 RP11-57H14.5 chr10 112831169 112832454 + -ENSG00000225292.2 RP11-57H14.3 chr10 112888735 112906111 + -ENSG00000148737.15 TCF7L2 chr10 112950250 113167678 + -ENSG00000233547.1 RP11-57H14.2 chr10 112950646 112951875 - -ENSG00000227560.1 RP11-139K1.2 chr10 112987476 112987865 + -ENSG00000238380.1 RNU7-165P chr10 113353425 113353484 + -ENSG00000230018.1 RP11-481H12.1 chr10 113482616 113483113 + -ENSG00000148702.14 HABP2 chr10 113550837 113589602 + -ENSG00000197893.13 NRAP chr10 113588716 113664127 - -ENSG00000165806.19 CASP7 chr10 113679162 113730907 + -ENSG00000234393.1 RP11-211N11.5 chr10 113710681 113719332 - -ENSG00000281294.1 AL592546.1 chr10 113733116 113733234 - -ENSG00000148735.14 PLEKHS1 chr10 113751454 113783429 + -ENSG00000212589.1 SNORA17 chr10 113820459 113820590 + -ENSG00000198924.7 DCLRE1A chr10 113834725 113854383 - -ENSG00000196865.4 NHLRC2 chr10 113854661 113917194 + -ENSG00000043591.5 ADRB1 chr10 114044056 114046908 + -ENSG00000253066.1 RNU6-709P chr10 114111414 114111517 + -ENSG00000226582.1 UBE2V1P5 chr10 114117147 114117551 + -ENSG00000165813.16 CCDC186 chr10 114120862 114174220 - -ENSG00000273904.1 Hammerhead_HH10 chr10 114168156 114168280 - -ENSG00000238742.1 MIR2110 chr10 114174105 114174179 - -ENSG00000095627.9 TDRD1 chr10 114179270 114232304 + -ENSG00000165816.12 VWA2 chr10 114239330 114291513 + -ENSG00000230165.1 CTB-1144G6.5 chr10 114246074 114246714 + -ENSG00000275024.1 CTB-1144G6.6 chr10 114280725 114281258 - -ENSG00000169129.14 AFAP1L2 chr10 114294824 114404756 - -ENSG00000242912.3 RN7SL384P chr10 114423770 114424067 - -ENSG00000279796.1 RP11-317F20.3 chr10 114424445 114427398 - -ENSG00000099204.18 ABLIM1 chr10 114431113 114685003 - -ENSG00000229668.1 RP11-317F20.2 chr10 114501997 114502347 - -ENSG00000275685.1 AL354873.1 chr10 114688011 114688101 - -ENSG00000228169.3 PPIAP19 chr10 114690143 114690634 - -ENSG00000228484.1 RP11-106M7.1 chr10 114764788 114779903 + -ENSG00000215760.2 TAF9BP2 chr10 114809375 114811170 + -ENSG00000151553.14 FAM160B1 chr10 114821744 114899832 + -ENSG00000226428.1 RP11-106M7.4 chr10 114900722 114901366 + -ENSG00000165832.5 TRUB1 chr10 114938193 114977676 + -ENSG00000252611.1 RNU6-1121P chr10 114969460 114969568 - -ENSG00000236799.1 RP11-383C6.2 chr10 114994657 114996593 + -ENSG00000107518.16 ATRNL1 chr10 115093365 115948992 + -ENSG00000270965.1 RP11-169K19.1 chr10 115819842 115820487 - -ENSG00000151892.14 GFRA1 chr10 116056925 116273467 - -ENSG00000182645.5 CCDC172 chr10 116324428 116380029 + -ENSG00000205433.4 SNRPGP6 chr10 116409256 116409475 + -ENSG00000203837.4 PNLIPRP3 chr10 116427867 116477957 + -ENSG00000227096.1 HMGB3P8 chr10 116439468 116440044 - -ENSG00000200935.1 RNU6-1090P chr10 116538183 116538276 + -ENSG00000175535.6 PNLIP chr10 116545931 116567855 + -ENSG00000232091.1 PNLIPP1 chr10 116577308 116583317 + -ENSG00000187021.14 PNLIPRP1 chr10 116590385 116609175 + -ENSG00000266200.6 PNLIPRP2 chr10 116620953 116645143 + -ENSG00000165863.16 C10orf82 chr10 116663696 116670264 - -ENSG00000232767.1 RP11-498B4.5 chr10 116670103 116672739 + -ENSG00000165868.12 HSPA12A chr10 116671192 116742574 - -ENSG00000228195.2 RPL5P27 chr10 116749905 116751261 + -ENSG00000281599.1 AC023283.1 chr10 116827489 116827564 - -ENSG00000225302.2 RP11-539I5.1 chr10 116828761 116850205 - -ENSG00000188316.13 ENO4 chr10 116849512 116911788 + -ENSG00000187164.17 SHTN1 chr10 116881482 117126586 - -ENSG00000235742.1 RP11-5G18.2 chr10 117023674 117023851 - -ENSG00000148704.12 VAX1 chr10 117128521 117138301 - -ENSG00000234474.2 MIR3663HG chr10 117158656 117169059 - -ENSG00000266782.1 MIR3663 chr10 117167678 117167774 - -ENSG00000236171.1 RP11-501J20.3 chr10 117196168 117196654 - -ENSG00000186795.1 KCNK18 chr10 117197489 117210299 + -ENSG00000225936.1 RP11-501J20.5 chr10 117239600 117241923 - -ENSG00000165646.11 SLC18A2 chr10 117241093 117279430 + -ENSG00000277879.1 RP11-129M16.4 chr10 117267116 117268668 - -ENSG00000165650.11 PDZD8 chr10 117277274 117375467 - -ENSG00000258114.1 CTA-109P11.4 chr10 117425194 117490419 + -ENSG00000229847.8 EMX2OS chr10 117473215 117545068 - -ENSG00000170370.11 EMX2 chr10 117542444 117549546 + -ENSG00000235198.1 CTA-109P11.1 chr10 117562084 117572457 - -ENSG00000234952.1 RP11-328K15.1 chr10 117735313 117736407 + -ENSG00000263041.1 RP11-355F22.1 chr10 117825903 117830518 - -ENSG00000107560.10 RAB11FIP2 chr10 118004916 118046603 - -ENSG00000231104.8 RP11-354M20.3 chr10 118017487 118045810 + -ENSG00000177640.15 CASC2 chr10 118046279 118210153 + -ENSG00000273672.1 AC022395.1 chr10 118113310 118113418 + -ENSG00000238276.5 RP11-245J24.1 chr10 118241564 118267710 + -ENSG00000165669.13 FAM204A chr10 118297930 118342328 - -ENSG00000232139.5 LINC00867 chr10 118357108 118365103 + -ENSG00000234309.1 SLC25A18P1 chr10 118572871 118573620 + -ENSG00000119973.4 PRLHR chr10 118589989 118595699 - -ENSG00000263658.1 AL356865.1 chr10 118630923 118631042 - -ENSG00000225155.4 TOMM22P5 chr10 118643760 118644198 + -ENSG00000151893.14 CACUL1 chr10 118674167 118755249 - -ENSG00000277687.1 RP11-427L15.2 chr10 118692361 118693535 - -ENSG00000236058.3 RP11-215A21.2 chr10 118872054 118872602 - -ENSG00000213574.2 LDHAP5 chr10 118932674 118933295 - -ENSG00000229272.1 RP11-498J9.2 chr10 119003536 119003884 - -ENSG00000215925.1 AL157788.1 chr10 119005790 119005899 + -ENSG00000188613.6 NANOS1 chr10 119029716 119033732 + -ENSG00000107581.12 EIF3A chr10 119033670 119080823 - -ENSG00000280522.1 AL355598.1 chr10 119060010 119060078 - -ENSG00000207468.1 SNORA19 chr10 119060011 119060138 - -ENSG00000222588.1 SNORA19 chr10 119060983 119061111 - -ENSG00000271343.1 RP11-435O11.5 chr10 119093140 119093341 + -ENSG00000119979.15 FAM45A chr10 119104086 119137984 + -ENSG00000183605.16 SFXN4 chr10 119140767 119165667 - -ENSG00000165672.6 PRDX3 chr10 119167703 119178833 - -ENSG00000198873.11 GRK5 chr10 119207589 119459742 + -ENSG00000228485.1 GRK5-IT1 chr10 119208531 119211760 + -ENSG00000242853.3 RN7SL749P chr10 119212857 119213146 + -ENSG00000236426.5 RP11-79M19.2 chr10 119330233 119336182 - -ENSG00000265719.1 MIR4681 chr10 119377972 119378043 + -ENSG00000148908.14 RGS10 chr10 119499828 119542708 - -ENSG00000271353.1 RP11-179H18.8 chr10 119562101 119562530 - -ENSG00000151923.17 TIAL1 chr10 119571802 119597029 - -ENSG00000234569.1 RAD1P1 chr10 119621068 119621880 + -ENSG00000227437.1 RP11-179H18.5 chr10 119638456 119639082 + -ENSG00000151929.9 BAG3 chr10 119651370 119677819 + -ENSG00000232823.2 TXNP1 chr10 119683127 119683823 - -ENSG00000198825.11 INPP5F chr10 119726097 119829278 + -ENSG00000242818.3 RN7SL846P chr10 119768247 119768538 + -ENSG00000270300.1 PHACTR2P1 chr10 119815229 119816642 - -ENSG00000282413.1 RP11-359E7.3 chr10 119818866 119819133 + -ENSG00000197771.12 MCMBP chr10 119829404 119892556 - -ENSG00000107651.12 SEC23IP chr10 119892711 119944658 + -ENSG00000265370.1 MIR4682 chr10 119958513 119958592 + -ENSG00000180230.6 NACAP2 chr10 119997086 119997709 - -ENSG00000223455.1 RP11-781P14.3 chr10 120069980 120070159 - -ENSG00000221402.1 AL353664.1 chr10 120124132 120124226 - -ENSG00000220842.6 RP11-572P18.1 chr10 120354701 120355183 - -ENSG00000234522.1 RP11-572P18.2 chr10 120434983 120440376 + -ENSG00000203805.10 PPAPDC1A chr10 120456954 120589855 + -ENSG00000265239.1 AC073587.1 chr10 120463834 120463931 - -ENSG00000177234.7 LINC01561 chr10 120597949 120600124 + -ENSG00000227165.7 WDR11-AS1 chr10 120761812 120851345 - -ENSG00000274461.1 RP11-323P17.2 chr10 120819307 120825311 + -ENSG00000120008.15 WDR11 chr10 120851175 120909524 + -ENSG00000271670.1 RP11-95I16.4 chr10 120879256 120880667 - -ENSG00000227307.1 RP11-95I16.2 chr10 120925547 120980700 - -ENSG00000278484.1 RP11-95I16.6 chr10 120984966 120985596 - -ENSG00000236762.1 RP11-159H3.1 chr10 121133090 121133723 - -ENSG00000227143.1 LINC01153 chr10 121178700 121185966 + -ENSG00000222979.1 RN7SKP167 chr10 121410916 121411200 + -ENSG00000066468.20 FGFR2 chr10 121478334 121598458 - -ENSG00000223432.1 RP11-62L18.3 chr10 121615425 121615839 - -ENSG00000223540.1 RPS15AP5 chr10 121713607 121713994 + -ENSG00000224250.1 RP11-78A18.2 chr10 121736303 121739730 + -ENSG00000107669.17 ATE1 chr10 121740421 121928801 - -ENSG00000201884.1 Y_RNA chr10 121846600 121846700 + -ENSG00000226864.1 ATE1-AS1 chr10 121928312 121951965 + -ENSG00000273767.1 ZNRD1-AS1_2 chr10 121949412 121949487 - -ENSG00000276742.1 RP11-500G22.4 chr10 121956782 121957098 + -ENSG00000107672.14 NSMCE4A chr10 121957088 121975217 - -ENSG00000273891.1 RP11-500G22.5 chr10 121965764 121967700 + -ENSG00000138162.17 TACC2 chr10 121989174 122254545 + -ENSG00000138152.8 BTBD16 chr10 122271306 122338162 + -ENSG00000202245.1 RNU6-728P chr10 122345690 122345793 + -ENSG00000107679.14 PLEKHA1 chr10 122374696 122442602 + -ENSG00000265442.1 MIR3941 chr10 122416965 122417067 + -ENSG00000254636.1 ARMS2 chr10 122454653 122457352 + -ENSG00000166033.11 HTRA1 chr10 122461525 122514908 + -ENSG00000187908.15 DMBT1 chr10 122560665 122643736 + -ENSG00000183559.11 C10orf120 chr10 122697709 122699822 - -ENSG00000274087.1 RP11-318C4.3 chr10 122729455 122729740 + -ENSG00000176584.15 DMBT1P1 chr10 122756694 122799180 + -ENSG00000272135.5 RP11-107C16.2 chr10 122818816 122826449 + -ENSG00000138161.12 CUZD1 chr10 122832149 122850793 - -ENSG00000213185.6 FAM24B chr10 122849078 122879641 - -ENSG00000255624.2 RP11-564D11.3 chr10 122879851 122898024 + -ENSG00000203795.2 FAM24A chr10 122910701 122913111 + -ENSG00000119965.12 C10orf88 chr10 122930903 122954403 - -ENSG00000179988.13 PSTK chr10 122954381 122997513 + -ENSG00000095574.11 IKZF5 chr10 122990806 123008817 - -ENSG00000196177.12 ACADSB chr10 123008979 123058311 + -ENSG00000188620.9 HMX3 chr10 123135962 123137741 + -ENSG00000188816.3 HMX2 chr10 123148122 123150672 + -ENSG00000154473.17 BUB3 chr10 123154277 123170467 + -ENSG00000227586.5 RP11-162A23.5 chr10 123171535 123171875 - -ENSG00000270902.1 RP11-338O1.3 chr10 123323422 123323586 - -ENSG00000230131.5 RP11-282I1.1 chr10 123356450 123517708 + -ENSG00000225152.1 RP11-338O1.2 chr10 123425713 123427640 - -ENSG00000234542.1 RP11-282I1.2 chr10 123574227 123583767 + -ENSG00000154478.3 GPR26 chr10 123666355 123694607 + -ENSG00000121898.12 CPXM2 chr10 123706207 123940267 - -ENSG00000221293.2 AC009987.1 chr10 123734785 123734856 - -ENSG00000231138.1 RP11-391M7.3 chr10 123776670 123777749 + -ENSG00000221437.1 AC068058.1 chr10 123911479 123911561 - -ENSG00000234677.1 RP11-285A18.2 chr10 123913574 123931597 - -ENSG00000213438.2 YBX2P1 chr10 123991910 123992669 + -ENSG00000232334.1 RP11-47G11.2 chr10 124004304 124004828 - -ENSG00000182022.17 CHST15 chr10 124007666 124093607 - -ENSG00000065154.11 OAT chr10 124397303 124418976 - -ENSG00000229544.8 NKX1-2 chr10 124445239 124450184 - -ENSG00000271434.3 RP13-238F13.3 chr10 124447152 124450048 + -ENSG00000107902.13 LHPP chr10 124461834 124617888 + -ENSG00000229455.2 RPS10P18 chr10 124489823 124490578 - -ENSG00000258539.1 RP11-12J10.3 chr10 124617080 124791727 - -ENSG00000189319.13 FAM53B chr10 124619292 124744269 - -ENSG00000278831.1 RP11-12J10.4 chr10 124623353 124624079 + -ENSG00000233334.3 FAM53B-AS1 chr10 124703625 124714217 + -ENSG00000203791.13 METTL10 chr10 124748149 124791870 - -ENSG00000199466.1 Y_RNA chr10 124766196 124766297 + -ENSG00000165660.7 FAM175B chr10 124801785 124836670 + -ENSG00000207494.1 Y_RNA chr10 124814958 124815062 - -ENSG00000214807.2 NPM1P31 chr10 124867510 124868326 + -ENSG00000249456.1 RP11-298J20.4 chr10 124917143 124942881 + -ENSG00000019995.6 ZRANB1 chr10 124942123 124988189 + -ENSG00000226899.1 RP11-298J20.3 chr10 124945204 124946432 - -ENSG00000175029.16 CTBP2 chr10 124984317 125161170 - -ENSG00000273599.1 RP11-59C5.3 chr10 124996064 125001491 + -ENSG00000264572.1 MIR4296 chr10 125032783 125032870 - -ENSG00000282787.1 RP11-151A10.3 chr10 125162379 125162971 + -ENSG00000214298.3 MRPS21P6 chr10 125166677 125166937 + -ENSG00000281698.1 Metazoa_SRP chr10 125173745 125173986 + -ENSG00000233135.1 RPS27P18 chr10 125473686 125473932 - -ENSG00000237675.5 TEX36-AS1 chr10 125574371 125578445 + -ENSG00000175018.12 TEX36 chr10 125576522 125683144 - -ENSG00000214297.3 ALDOAP2 chr10 125666875 125667950 - -ENSG00000228021.7 RP11-383C5.3 chr10 125683229 125709677 + -ENSG00000224023.10 FLJ37035 chr10 125700436 125719566 - -ENSG00000280561.1 RP11-383C5.8 chr10 125707416 125749525 - -ENSG00000234134.1 RP11-383C5.5 chr10 125718771 125719365 - -ENSG00000107938.17 EDRF1 chr10 125719515 125764143 + -ENSG00000236991.6 EDRF1-AS1 chr10 125725634 125752110 - -ENSG00000154485.4 MMP21 chr10 125766453 125775821 - -ENSG00000188690.12 UROS chr10 125784980 125823248 - -ENSG00000265092.1 MIR4484 chr10 125819740 125819822 + -ENSG00000107949.16 BCCIP chr10 125823546 125853695 + -ENSG00000089876.11 DHX32 chr10 125836337 125896436 - -ENSG00000215972.1 AL360176.1 chr10 125842944 125843029 + -ENSG00000277371.1 Metazoa_SRP chr10 125869295 125869576 + -ENSG00000222629.1 RNU2-42P chr10 125890566 125890678 - -ENSG00000203780.10 FANK1 chr10 125896539 126009592 + -ENSG00000234016.1 GNG10P1 chr10 125960208 125960406 - -ENSG00000233409.1 FANK1-AS1 chr10 125972188 125973126 - -ENSG00000148848.14 ADAM12 chr10 126012381 126388455 - -ENSG00000222740.1 RNA5SP328 chr10 126145474 126145582 - -ENSG00000213170.3 RP11-81B10.2 chr10 126272818 126273411 + -ENSG00000277259.1 AL589787.1 chr10 126387727 126387782 - -ENSG00000235180.1 LINC00601 chr10 126413869 126421879 - -ENSG00000154493.17 C10orf90 chr10 126424997 126670446 - -ENSG00000221717.1 AL583860.1 chr10 126556963 126557064 - -ENSG00000199321.1 SNORD60 chr10 126779702 126779774 - -ENSG00000150760.12 DOCK1 chr10 126905409 127452517 + -ENSG00000223528.7 RP11-223P11.3 chr10 126988095 127026507 - -ENSG00000232935.2 RP11-223P11.2 chr10 127013501 127026475 - -ENSG00000188916.8 FAM196A chr10 127135426 127196158 - -ENSG00000214285.2 NPS chr10 127549369 127552639 + -ENSG00000279725.1 RP11-288A5.2 chr10 127734562 127736996 - -ENSG00000186766.7 FOXI2 chr10 127737235 127741186 + -ENSG00000270778.1 BUB1P1 chr10 127867881 127868487 + -ENSG00000180745.4 CLRN3 chr10 127877841 127892947 - -ENSG00000132334.16 PTPRE chr10 127907061 128085855 + -ENSG00000232259.1 RP11-4C20.3 chr10 127929376 127934517 - -ENSG00000227076.1 RP11-4C20.4 chr10 127934698 127936167 + -ENSG00000148773.12 MKI67 chr10 128096659 128126385 - -ENSG00000280953.2 LINC01163 chr10 128181032 128317726 + -ENSG00000234640.1 RP11-264E18.1 chr10 128316282 128320214 - -ENSG00000224190.1 RP11-442O18.2 chr10 128912879 128916271 + -ENSG00000232985.1 RP11-442O18.1 chr10 128958772 128960062 - -ENSG00000275089.1 AL355537.1 chr10 129053003 129053052 - -ENSG00000225424.1 RP11-168C9.1 chr10 129278251 129291722 + -ENSG00000170430.9 MGMT chr10 129467184 129768007 + -ENSG00000266061.1 AL355531.1 chr10 129487869 129487982 + -ENSG00000237224.4 RP11-109A6.2 chr10 129693722 129702117 - -ENSG00000227374.1 RP11-109A6.3 chr10 129768844 129769435 + -ENSG00000108001.13 EBF3 chr10 129835283 129963841 - -ENSG00000275327.1 RP11-234G16.4 chr10 129837505 129837794 + -ENSG00000266676.1 MIR4297 chr10 129843299 129843374 - -ENSG00000275005.1 RP11-234G16.5 chr10 129845328 129845895 + -ENSG00000237489.2 LINC00959 chr10 130066374 130110817 - -ENSG00000277218.1 RP11-500G10.5 chr10 130104569 130104998 - -ENSG00000233122.2 CTAGE7P chr10 130106046 130108481 + -ENSG00000233319.1 PPIAP32 chr10 130131770 130132241 - -ENSG00000108010.11 GLRX3 chr10 130136399 130184521 + -ENSG00000276375.1 RP11-339B9.1 chr10 130282445 130286604 - -ENSG00000236303.2 RP11-540N6.1 chr10 130439067 130483154 + -ENSG00000222997.1 Y_RNA chr10 130505106 130505201 + -ENSG00000264803.1 MIR378C chr10 130962588 130962668 - -ENSG00000266057.1 AL607076.1 chr10 130995306 130995387 - -ENSG00000176769.9 TCERG1L chr10 131092391 131311721 - -ENSG00000230098.1 TCERG1L-AS1 chr10 131095218 131095777 + -ENSG00000189275.3 LINC01164 chr10 131772398 131790199 - -ENSG00000280446.1 XX-FYM637E10_5.1 chr10 131831910 131833508 - -ENSG00000175470.18 PPP2R2D chr10 131900644 131959834 + -ENSG00000176171.11 BNIP3 chr10 131966455 131982013 - -ENSG00000277959.1 RP11-45A17.2 chr10 131971202 131971533 + -ENSG00000273521.1 RP11-45A17.4 chr10 131980240 131981337 + -ENSG00000279982.1 RP11-45A17.3 chr10 131996738 131999846 + -ENSG00000188385.11 JAKMIP3 chr10 132104671 132184809 + -ENSG00000235010.1 RP11-140A10.3 chr10 132181225 132185962 - -ENSG00000151640.12 DPYSL4 chr10 132186900 132205776 + -ENSG00000165752.16 STK32C chr10 132207492 132331847 - -ENSG00000148814.17 LRRC27 chr10 132332154 132379918 + -ENSG00000171813.13 PWWP2B chr10 132397168 132417863 + -ENSG00000231705.1 RP11-432J24.2 chr10 132419083 132420953 + -ENSG00000234311.1 RP11-432J24.3 chr10 132433733 132441484 - -ENSG00000180066.9 C10orf91 chr10 132444327 132449408 + -ENSG00000226900.1 RP11-432J24.5 chr10 132511626 132518191 - -ENSG00000229081.1 LINC01165 chr10 132520827 132522449 - -ENSG00000068383.18 INPP5A chr10 132537820 132783480 + -ENSG00000148826.8 NKX6-2 chr10 132783179 132786052 - -ENSG00000171811.12 CFAP46 chr10 132808392 132942823 - -ENSG00000232903.2 LINC01166 chr10 132943967 132965289 - -ENSG00000224758.1 LINC01167 chr10 132961340 132962237 - -ENSG00000240707.2 LINC01168 chr10 132965534 132976354 + -ENSG00000197177.15 ADGRA1 chr10 133070929 133131675 + -ENSG00000256925.2 ADGRA1-AS1 chr10 133083073 133088491 - -ENSG00000238766.2 AL445199.1 chr10 133120003 133120074 + -ENSG00000235264.1 RPL5P28 chr10 133144612 133145304 - -ENSG00000171798.17 KNDC1 chr10 133160447 133226412 + -ENSG00000171794.3 UTF1 chr10 133230274 133231558 + -ENSG00000151650.7 VENTX chr10 133237404 133241929 + -ENSG00000166917.8 MIR202HG chr10 133246478 133247891 - -ENSG00000278352.1 MIR202 chr10 133247511 133247620 - -ENSG00000273980.1 RP13-49I15.6 chr10 133257144 133257551 - -ENSG00000151651.15 ADAM8 chr10 133262403 133276868 - -ENSG00000130640.13 TUBGCP2 chr10 133278630 133312337 - -ENSG00000235245.1 RP11-122K13.12 chr10 133295187 133295977 - -ENSG00000198546.14 ZNF511 chr10 133308475 133313162 + -ENSG00000165828.13 PRAP1 chr10 133309410 133352683 + -ENSG00000130643.8 CALY chr10 133324072 133336935 - -ENSG00000230306.1 BANF1P2 chr10 133344643 133344906 - -ENSG00000226699.1 RP11-122K13.7 chr10 133345754 133350726 - -ENSG00000148803.11 FUOM chr10 133355154 133358035 - -ENSG00000127884.4 ECHS1 chr10 133362480 133373689 - -ENSG00000265395.1 MIR3944 chr10 133371556 133371663 - -ENSG00000274685.1 RP11-122K13.15 chr10 133374736 133374869 - -ENSG00000148832.14 PAOX chr10 133379234 133391694 + -ENSG00000254536.1 RP11-108K14.8 chr10 133390834 133420495 + -ENSG00000148824.18 MTG1 chr10 133394094 133421307 + -ENSG00000203772.7 SPRN chr10 133420666 133424572 - -ENSG00000273327.1 OR6L2P chr10 133430394 133431318 - -ENSG00000214279.12 SCART1 chr10 133453928 133523558 + -ENSG00000273336.1 OR7M1P chr10 133481238 133481770 + -ENSG00000266547.1 AL161645.1 chr10 133497551 133497636 - -ENSG00000130649.9 CYP2E1 chr10 133520406 133561220 + -ENSG00000278518.1 RP11-108K14.12 chr10 133526259 133527513 - -ENSG00000171772.15 SYCE1 chr10 133553901 133569835 - -ENSG00000233685.1 OR6L1P chr10 133575122 133576031 - -ENSG00000225899.7 FRG2B chr10 133623895 133626795 - -ENSG00000213543.2 RARRES2P2 chr10 133637408 133637892 - -ENSG00000233435.2 AGGF1P2 chr10 133640789 133642894 + -ENSG00000230468.1 CLUHP5 chr10 133657235 133660635 - -ENSG00000221108.1 AL845259.1 chr10 133659580 133659675 - -ENSG00000279626.1 DUX4L28 chr10 133664429 133665106 + -ENSG00000278452.1 AL845259.8 chr10 133665202 133665285 + -ENSG00000280337.1 DUX4L25 chr10 133667151 133668419 + -ENSG00000274241.1 AL845259.4 chr10 133668512 133668595 + -ENSG00000274599.2 DUX4L24 chr10 133670450 133671718 + -ENSG00000276499.1 AL845259.7 chr10 133671811 133671894 + -ENSG00000276964.1 DUX4L23 chr10 133673749 133675017 + -ENSG00000275883.1 AL845259.6 chr10 133675110 133675193 + -ENSG00000277274.1 DUX4L22 chr10 133677059 133678327 + -ENSG00000274014.1 AL845259.3 chr10 133678420 133678503 + -ENSG00000275610.1 DUX4L21 chr10 133680369 133681637 + -ENSG00000275292.1 AL845259.5 chr10 133681730 133681813 + -ENSG00000276164.1 DUX4L20 chr10 133683668 133684936 + -ENSG00000273678.1 AL845259.2 chr10 133685029 133685112 + -ENSG00000237635.2 DUX4L29 chr10 133740606 133741284 + -ENSG00000275535.1 AL732375.3 chr10 133741381 133741464 + -ENSG00000278664.1 DUX4L10 chr10 133743332 133744598 + -ENSG00000277023.1 AL732375.5 chr10 133744691 133744774 + -ENSG00000278761.1 DUX4L11 chr10 133746641 133747907 + -ENSG00000273801.1 AL732375.1 chr10 133748001 133748084 + -ENSG00000278790.1 DUX4L12 chr10 133749950 133751216 + -ENSG00000276677.1 AL732375.4 chr10 133751310 133751393 + -ENSG00000276046.1 DUX4L13 chr10 133753250 133754516 + -ENSG00000278717.1 AL732375.7 chr10 133754609 133754692 + -ENSG00000276904.1 DUX4L14 chr10 133756559 133757825 + -ENSG00000274074.1 AL732375.2 chr10 133757919 133758002 + -ENSG00000278641.1 DUX4L15 chr10 133759859 133761125 + -ENSG00000277045.1 AL732375.6 chr10 133761218 133761301 + -ENSG00000226880.2 XX-2136C48.7 chr10 133768366 133768592 + -ENSG00000213147.3 RPL23AP60 chr10 133778246 133778699 + -ENSG00000253826.1 WBP1LP10 chr11 75780 76143 + -ENSG00000224777.3 OR4F2P chr11 86649 87586 - -ENSG00000254468.2 RP11-304M2.6 chr11 112967 125927 - -ENSG00000270921.1 CICP23 chr11 123312 126123 + -ENSG00000230724.9 LINC01001 chr11 127204 139612 - -ENSG00000255229.1 RP11-304M2.3 chr11 129279 186136 + -ENSG00000222225.1 RNU6-447P chr11 152999 153102 - -ENSG00000177951.17 BET1L chr11 167784 207428 - -ENSG00000188076.2 SCGB1C1 chr11 193080 194573 + -ENSG00000177947.13 ODF3 chr11 196738 200261 + -ENSG00000254559.1 RP11-304M2.5 chr11 203623 205470 + -ENSG00000177963.12 RIC8A chr11 207511 215113 + -ENSG00000274298.1 MIR6743 chr11 209336 209406 + -ENSG00000142082.14 SIRT3 chr11 215458 236931 - -ENSG00000185627.17 PSMD13 chr11 236546 252984 + -ENSG00000277290.1 RP11-326C3.16 chr11 243099 243483 - -ENSG00000174885.12 NLRP6 chr11 278365 285359 + -ENSG00000255026.1 RP11-326C3.2 chr11 287305 288987 + -ENSG00000142102.15 ATHL1 chr11 289135 296107 + -ENSG00000206013.2 IFITM5 chr11 298200 299526 - -ENSG00000255533.1 RP11-326C3.4 chr11 303856 304144 - -ENSG00000185201.16 IFITM2 chr11 307631 315272 + -ENSG00000254910.1 RP11-326C3.7 chr11 310139 311141 - -ENSG00000185885.15 IFITM1 chr11 313506 315272 + -ENSG00000251661.3 RP11-326C3.11 chr11 318640 325631 + -ENSG00000142089.15 IFITM3 chr11 319669 327537 - -ENSG00000255089.1 RP11-326C3.10 chr11 321991 322426 + -ENSG00000270105.1 RP11-326C3.14 chr11 322186 322727 - -ENSG00000270030.1 RP11-326C3.13 chr11 325703 326294 - -ENSG00000255328.1 RP11-326C3.12 chr11 327171 330122 + -ENSG00000270972.1 RP11-326C3.15 chr11 333192 333688 + -ENSG00000182272.11 B4GALNT4 chr11 369796 382116 + -ENSG00000184363.9 PKP3 chr11 392614 404908 + -ENSG00000185187.12 SIGIRR chr11 405716 417455 - -ENSG00000185101.12 ANO9 chr11 417933 442011 - -ENSG00000243562.3 RN7SL838P chr11 440399 440693 - -ENSG00000174915.11 PTDSS2 chr11 448268 491399 + -ENSG00000255237.1 RP13-317D12.3 chr11 462930 463899 - -ENSG00000023191.16 RNH1 chr11 494512 507300 - -ENSG00000254739.1 RP13-46H24.1 chr11 528907 529659 + -ENSG00000174775.16 HRAS chr11 532242 537287 - -ENSG00000161328.10 LRRC56 chr11 537527 554916 + -ENSG00000185522.8 LMNTD2 chr11 554855 560779 - -ENSG00000254815.5 RP11-496I9.1 chr11 557595 560107 + -ENSG00000099849.14 RASSF7 chr11 560404 564021 + -ENSG00000247095.2 MIR210HG chr11 565660 568457 - -ENSG00000199038.1 MIR210 chr11 568089 568198 - -ENSG00000070047.11 PHRF1 chr11 576486 612222 + -ENSG00000185507.19 IRF7 chr11 612553 615999 - -ENSG00000099834.18 CDHR5 chr11 616565 626078 - -ENSG00000070031.3 SCT chr11 626431 627143 - -ENSG00000069696.6 DRD4 chr11 637293 640706 + -ENSG00000177030.16 DEAF1 chr11 644233 706715 - -ENSG00000255158.1 RP11-754B17.1 chr11 665910 678391 + -ENSG00000177106.14 EPS8L2 chr11 694438 727727 + -ENSG00000177042.14 TMEM80 chr11 695428 705028 + -ENSG00000269915.1 AP006621.9 chr11 708564 727047 - -ENSG00000177156.10 TALDO1 chr11 747329 765024 + -ENSG00000177225.16 PDDC1 chr11 767220 777488 - -ENSG00000255284.1 AP006621.5 chr11 777578 784297 + -ENSG00000279672.1 CMB9-55F22.1 chr11 779617 780755 + -ENSG00000255142.1 AP006621.6 chr11 781645 782105 + -ENSG00000184524.5 CEND1 chr11 787104 790123 - -ENSG00000177542.10 SLC25A22 chr11 790475 798333 - -ENSG00000274897.2 PANO1 chr11 797511 799190 + -ENSG00000177595.17 PIDD1 chr11 799179 809753 - -ENSG00000177600.8 RPLP2 chr11 809647 812880 + -ENSG00000199785.1 SNORA52 chr11 811681 811814 + -ENSG00000177666.15 PNPLA2 chr11 818902 825573 + -ENSG00000255108.1 AP006621.8 chr11 823634 832883 - -ENSG00000177685.16 CRACR2B chr11 826144 831991 + -ENSG00000177697.17 CD151 chr11 832843 839831 + -ENSG00000177700.5 POLR2L chr11 837356 842545 - -ENSG00000214063.10 TSPAN4 chr11 842808 867116 + -ENSG00000250397.2 RP11-1391J7.1 chr11 856880 859795 - -ENSG00000177830.17 CHID1 chr11 867860 915058 - -ENSG00000183020.13 AP2A2 chr11 924894 1012245 + -ENSG00000222561.1 RNU6-1025P chr11 948421 948524 + -ENSG00000264671.1 AP006477.1 chr11 951295 951364 - -ENSG00000184956.15 MUC6 chr11 1012821 1036706 - -ENSG00000254872.3 RP13-870H17.3 chr11 1049880 1055749 + -ENSG00000198788.8 MUC2 chr11 1074875 1110511 + -ENSG00000215182.8 MUC5AC chr11 1157953 1201138 + -ENSG00000117983.17 MUC5B chr11 1223066 1262172 + -ENSG00000255177.2 RP11-532E4.2 chr11 1242261 1249676 - -ENSG00000275669.1 MIR6744 chr11 1256605 1256670 + -ENSG00000078902.15 TOLLIP chr11 1274371 1309654 - -ENSG00000255153.1 TOLLIP-AS1 chr11 1309769 1310707 + -ENSG00000174672.15 BRSK2 chr11 1389899 1462689 + -ENSG00000182208.12 MOB2 chr11 1469457 1501247 - -ENSG00000184545.10 DUSP8 chr11 1554044 1571920 - -ENSG00000233930.3 KRTAP5-AS1 chr11 1571353 1599184 + -ENSG00000278919.1 AP006285.2 chr11 1580492 1585989 + -ENSG00000205869.2 KRTAP5-1 chr11 1584342 1585283 - -ENSG00000205867.3 KRTAP5-2 chr11 1597177 1598294 - -ENSG00000196224.7 KRTAP5-3 chr11 1607565 1608463 - -ENSG00000241598.5 KRTAP5-4 chr11 1620958 1622138 - -ENSG00000185940.10 KRTAP5-5 chr11 1629775 1630707 + -ENSG00000231487.1 AP006285.7 chr11 1662584 1663343 - -ENSG00000205866.3 FAM99A chr11 1665597 1667856 + -ENSG00000205865.4 FAM99B chr11 1683269 1685629 - -ENSG00000227306.1 AP006285.6 chr11 1688297 1689056 + -ENSG00000205864.1 KRTAP5-6 chr11 1697195 1697755 + -ENSG00000244242.1 IFITM10 chr11 1732410 1750591 - -ENSG00000250644.2 RP11-295K3.1 chr11 1747806 1759051 - -ENSG00000117984.12 CTSD chr11 1752752 1763992 - -ENSG00000235027.1 AC068580.6 chr11 1760348 1762486 + -ENSG00000229512.1 AC068580.5 chr11 1763009 1763749 - -ENSG00000265587.1 AC068580.1 chr11 1763931 1764025 + -ENSG00000230834.1 AC068580.7 chr11 1776930 1778388 - -ENSG00000230980.1 RPL36AP39 chr11 1792553 1792870 + -ENSG00000230080.2 AC139143.2 chr11 1802889 1804095 - -ENSG00000149043.16 SYT8 chr11 1828307 1837521 + -ENSG00000130598.15 TNNI2 chr11 1838989 1841680 + -ENSG00000130592.13 LSP1 chr11 1852970 1892267 + -ENSG00000264493.1 MIR4298 chr11 1859464 1859536 - -ENSG00000249086.1 AC051649.12 chr11 1864177 1866667 + -ENSG00000273848.1 MIR7847 chr11 1880045 1880147 + -ENSG00000184682.5 PRR33 chr11 1889145 1890854 - -ENSG00000229671.1 LINC01150 chr11 1902647 1907915 + -ENSG00000130595.16 TNNT3 chr11 1919562 1938706 + -ENSG00000214026.10 MRPL23 chr11 1947278 1984522 + -ENSG00000226416.1 MRPL23-AS1 chr11 1983237 1989920 - -ENSG00000232987.1 LINC01219 chr11 1991096 1993469 + -ENSG00000130600.15 H19 chr11 1995163 2001470 - -ENSG00000275266.1 H19_1 chr11 1996540 1996610 + -ENSG00000278648.1 MIR675 chr11 1996730 1996842 - -ENSG00000274866.1 H19_2 chr11 1997484 1997552 + -ENSG00000280586.1 H19_3 chr11 1997713 1997828 + -ENSG00000167244.17 IGF2 chr11 2129112 2149603 - -ENSG00000240801.1 AC132217.4 chr11 2129121 2129964 - -ENSG00000129965.13 INS-IGF2 chr11 2132538 2161209 - -ENSG00000207805.2 MIR483 chr11 2134111 2134222 - -ENSG00000099869.7 IGF2-AS chr11 2140501 2148666 + -ENSG00000254647.6 INS chr11 2159779 2161341 - -ENSG00000180176.14 TH chr11 2163929 2171877 - -ENSG00000265258.1 MIR4686 chr11 2173063 2173138 + -ENSG00000183734.4 ASCL2 chr11 2268495 2270952 - -ENSG00000110665.11 C11orf21 chr11 2295645 2303049 - -ENSG00000064201.15 TSPAN32 chr11 2301997 2318200 + -ENSG00000207308.1 RNU6-878P chr11 2321718 2321827 + -ENSG00000238184.1 CD81-AS1 chr11 2328749 2377992 - -ENSG00000236264.4 RPL26P30 chr11 2335132 2335776 - -ENSG00000199550.1 Y_RNA chr11 2372638 2372750 + -ENSG00000110651.11 CD81 chr11 2376177 2397419 + -ENSG00000184281.14 TSSC4 chr11 2400488 2403878 + -ENSG00000230483.1 AC124057.5 chr11 2404515 2407908 + -ENSG00000070985.13 TRPM5 chr11 2404515 2423045 - -ENSG00000053918.15 KCNQ1 chr11 2444684 2849109 + -ENSG00000269821.1 KCNQ1OT1 chr11 2608328 2699994 - -ENSG00000275666.1 KCNQ1OT1_1 chr11 2652099 2652562 + -ENSG00000276105.1 KCNQ1OT1_2 chr11 2674097 2674292 + -ENSG00000276494.1 KCNQ1OT1_3 chr11 2674625 2674740 + -ENSG00000276015.1 KCNQ1OT1_5 chr11 2697851 2698076 + -ENSG00000236041.1 COX6CP18 chr11 2771356 2771577 + -ENSG00000229414.2 KCNQ1-AS1 chr11 2840135 2861568 - -ENSG00000237941.2 KCNQ1DN chr11 2870033 2872105 + -ENSG00000274740.1 KCNQ1DN chr11 2871437 2871498 + -ENSG00000129757.12 CDKN1C chr11 2883213 2885881 - -ENSG00000254827.5 SLC22A18AS chr11 2887780 2903740 - -ENSG00000110628.13 SLC22A18 chr11 2899721 2925246 + -ENSG00000181649.5 PHLDA2 chr11 2928273 2929455 - -ENSG00000205531.12 NAP1L4 chr11 2944431 2992377 - -ENSG00000207008.1 SNORA54 chr11 2963771 2963893 - -ENSG00000183562.3 CTC-343N3.1 chr11 2989863 2991344 + -ENSG00000110619.16 CARS chr11 3000922 3057613 - -ENSG00000247473.2 CARS-AS1 chr11 3029009 3041260 + -ENSG00000201616.1 RNU1-91P chr11 3048359 3048521 - -ENSG00000236710.1 AC108448.2 chr11 3084393 3085443 - -ENSG00000021762.19 OSBPL5 chr11 3087116 3166739 - -ENSG00000234791.1 AC108448.3 chr11 3189546 3189929 + -ENSG00000280914.1 Metazoa_SRP chr11 3210285 3210551 + -ENSG00000182170.3 MRGPRG chr11 3217944 3218813 - -ENSG00000236301.5 MRGPRG-AS1 chr11 3218332 3223131 + -ENSG00000224513.2 AC109309.4 chr11 3226061 3232838 + -ENSG00000184350.9 MRGPRE chr11 3227698 3232386 - -ENSG00000236987.2 NDUFA5P8 chr11 3276045 3276390 + -ENSG00000276951.1 RP11-11A9.1 chr11 3289311 3289642 - -ENSG00000232390.3 NDUFA5P1 chr11 3321862 3322202 + -ENSG00000273813.1 RP11-11A9.2 chr11 3335125 3335407 - -ENSG00000254592.1 RP5-1173A5.1 chr11 3336721 3340630 + -ENSG00000005801.16 ZNF195 chr11 3339261 3379222 - -ENSG00000263365.1 AC123788.1 chr11 3373529 3373621 - -ENSG00000223756.6 TSSC2 chr11 3380961 3408978 + -ENSG00000189398.5 OR7E12P chr11 3390780 3391752 - -ENSG00000166492.9 FAM86GP chr11 3410352 3422496 - -ENSG00000254757.1 RP13-726E6.1 chr11 3469319 3531328 + -ENSG00000255367.1 RP13-726E6.2 chr11 3481520 3581211 - -ENSG00000255522.1 SNRPCP5 chr11 3531420 3531608 + -ENSG00000237226.1 RPS3AP39 chr11 3549745 3550519 - -ENSG00000221019.1 AC127526.1 chr11 3557342 3557489 + -ENSG00000223688.2 RPS24P14 chr11 3559657 3560022 + -ENSG00000230851.1 AP006294.2 chr11 3591277 3591615 - -ENSG00000238161.1 OR7E117P chr11 3599595 3600706 - -ENSG00000182048.11 TRPC2 chr11 3609901 3637559 + -ENSG00000167311.13 ART5 chr11 3638503 3642316 - -ENSG00000129744.2 ART1 chr11 3645128 3664416 + -ENSG00000201279.1 Y_RNA chr11 3663815 3663911 - -ENSG00000200201.1 Y_RNA chr11 3665164 3665259 - -ENSG00000129749.3 CHRNA10 chr11 3665587 3671384 - -ENSG00000110713.15 NUP98 chr11 3671083 3797792 - -ENSG00000251934.1 RNU6-1143P chr11 3714772 3714875 - -ENSG00000238304.1 RNU7-50P chr11 3781395 3781456 + -ENSG00000148985.19 PGAP2 chr11 3797724 3826371 + -ENSG00000177105.9 RHOG chr11 3826978 3840983 - -ENSG00000228661.1 AC090587.5 chr11 3854318 3855509 - -ENSG00000167323.9 STIM1 chr11 3854527 4093210 + -ENSG00000229368.1 AC090587.4 chr11 3854612 3855399 + -ENSG00000263421.1 MIR4687 chr11 3856062 3856141 + -ENSG00000230593.3 AC090804.1 chr11 3892398 3892887 - -ENSG00000206976.1 SNORA7 chr11 3922567 3922703 + -ENSG00000255232.1 RP11-438N5.4 chr11 3961277 3961538 + -ENSG00000255141.1 HNRNPA1P76 chr11 3972881 3974237 - -ENSG00000224555.3 RP11-438N5.2 chr11 3989163 3989463 - -ENSG00000240385.1 RPS29P20 chr11 4018948 4019118 + -ENSG00000167325.14 RRM1 chr11 4094707 4138876 + -ENSG00000255276.1 RRM1-AS1 chr11 4137116 4138257 - -ENSG00000231548.1 OR55B1P chr11 4146282 4147295 - -ENSG00000254480.1 RP11-23F23.2 chr11 4187140 4202655 + -ENSG00000255387.1 RP11-23F23.3 chr11 4210354 4212091 - -ENSG00000237565.3 SSU72P5 chr11 4233286 4233869 + -ENSG00000255194.3 SSU72P2 chr11 4242062 4242641 - -ENSG00000236175.3 SSU72P6 chr11 4278705 4279192 + -ENSG00000186223.4 SSU72P4 chr11 4287502 4288083 - -ENSG00000186232.3 SSU72P3 chr11 4329865 4330446 + -ENSG00000229542.3 SSU72P7 chr11 4338663 4339245 - -ENSG00000221996.5 OR52B4 chr11 4367263 4368386 - -ENSG00000280253.1 AC009758.1 chr11 4367351 4368295 - -ENSG00000175800.5 OR52B3P chr11 4378282 4379209 + -ENSG00000132109.9 TRIM21 chr11 4384897 4393696 - -ENSG00000237272.1 OR51R1P chr11 4418060 4418963 + -ENSG00000171999.7 OR52P2P chr11 4431323 4432277 - -ENSG00000221030.1 AC010930.1 chr11 4446642 4446727 + -ENSG00000181963.5 OR52K2 chr11 4449295 4450361 + -ENSG00000225101.4 OR52K3P chr11 4474813 4475755 + -ENSG00000196778.2 OR52K1 chr11 4488879 4489908 + -ENSG00000226616.1 OR52M2P chr11 4514966 4515924 - -ENSG00000197790.1 OR52M1 chr11 4545191 4546144 + -ENSG00000171987.1 C11orf40 chr11 4571423 4577820 - -ENSG00000226288.1 OR52I2 chr11 4586791 4587905 + -ENSG00000232268.5 OR52I1 chr11 4593750 4595013 + -ENSG00000167333.12 TRIM68 chr11 4598672 4608259 - -ENSG00000197428.2 OR51D1 chr11 4639715 4640838 + -ENSG00000180785.8 OR51E1 chr11 4643420 4655488 + -ENSG00000180723.6 OR51A9P chr11 4660853 4661763 - -ENSG00000167332.7 OR51E2 chr11 4680171 4697854 - -ENSG00000197674.5 OR51C1P chr11 4690761 4691702 - -ENSG00000167346.7 MMP26 chr11 4704927 4992429 + -ENSG00000272634.1 OR51F5P chr11 4709569 4710510 + -ENSG00000272664.1 OR51C4P chr11 4718612 4719559 + -ENSG00000271602.1 KRT8P49 chr11 4722740 4724171 - -ENSG00000272559.1 OR51F3P chr11 4736178 4737078 - -ENSG00000273051.1 OR51F4P chr11 4752046 4752944 - -ENSG00000201980.1 SNORA62 chr11 4756645 4756797 + -ENSG00000188069.4 OR51F1 chr11 4768979 4769917 - -ENSG00000280021.1 OR51F1 chr11 4768979 4769938 - -ENSG00000176951.6 OR51N1P chr11 4786754 4787705 + -ENSG00000231070.1 OR52Y1P chr11 4793778 4795284 - -ENSG00000176937.9 OR52R1 chr11 4803433 4804380 - -ENSG00000279270.1 OR52R1 chr11 4803433 4804380 - -ENSG00000176925.6 OR51F2 chr11 4821386 4822414 + -ENSG00000197984.3 OR51A8P chr11 4832133 4833072 + -ENSG00000176922.3 OR51S1 chr11 4848237 4849208 - -ENSG00000176904.1 OR51H1 chr11 4859656 4860564 - -ENSG00000198217.3 OR51H2P chr11 4876557 4877462 + -ENSG00000176900.2 OR51T1 chr11 4881819 4882883 + -ENSG00000197023.6 OR51A6P chr11 4889593 4890596 - -ENSG00000176895.8 OR51A7 chr11 4907370 4908308 + -ENSG00000176893.4 OR51G2 chr11 4914719 4915663 - -ENSG00000278870.1 OR51G1 chr11 4923301 4924407 - -ENSG00000176879.3 OR51G1 chr11 4923374 4924339 - -ENSG00000227023.1 OR51A3P chr11 4937371 4938294 - -ENSG00000205497.3 OR51A4 chr11 4946159 4947100 - -ENSG00000205496.1 OR51A2 chr11 4954772 4955713 - -ENSG00000225003.1 OR51A5P chr11 4972943 4973884 - -ENSG00000176798.1 OR51L1 chr11 4998983 4999930 + -ENSG00000224300.1 OR51P1P chr11 5015138 5016079 + -ENSG00000230261.1 OR52J2P chr11 5037013 5037951 + -ENSG00000205495.1 OR52J3 chr11 5046526 5047461 + -ENSG00000176787.2 OR52E2 chr11 5058650 5059627 - -ENSG00000236621.3 OR52E1 chr11 5069572 5070461 + -ENSG00000273085.1 OR52E1 chr11 5069572 5070497 + -ENSG00000237354.1 OR52S1P chr11 5076130 5077066 - -ENSG00000226157.1 OR52E3P chr11 5092676 5093611 + -ENSG00000203560.3 OR52J1P chr11 5104153 5105084 + -ENSG00000236897.1 AC113331.9 chr11 5106062 5107530 - -ENSG00000205494.9 OR52A4P chr11 5120621 5124513 - -ENSG00000171944.1 OR52A5 chr11 5131692 5132642 - -ENSG00000182070.4 OR52A1 chr11 5151009 5186382 - -ENSG00000176752.6 OR51A1P chr11 5170351 5171296 - -ENSG00000176748.5 OR52Z1 chr11 5177714 5178610 - -ENSG00000176742.1 OR51V1 chr11 5199735 5200700 - -ENSG00000224091.1 AC104389.16 chr11 5205041 5207308 + -ENSG00000221031.1 CoTC_ribozyme chr11 5224448 5224639 - -ENSG00000244734.3 HBB chr11 5225464 5229395 - -ENSG00000223609.7 HBD chr11 5232678 5235370 - -ENSG00000229988.1 HBBP1 chr11 5241954 5243537 - -ENSG00000260629.1 BGLT3 chr11 5244554 5245547 - -ENSG00000213934.6 HBG1 chr11 5248083 5249892 - -ENSG00000196565.12 HBG2 chr11 5248274 5645789 - -ENSG00000279824.1 AC104389.2 chr11 5248449 5249858 + -ENSG00000279346.1 AC104389.1 chr11 5253367 5254782 + -ENSG00000213931.5 HBE1 chr11 5268345 5505617 - -ENSG00000229093.1 OR51AB1P chr11 5291761 5292380 - -ENSG00000183251.3 OR51B4 chr11 5301014 5301996 - -ENSG00000167355.7 AC104389.28 chr11 5304976 5505652 - -ENSG00000223735.1 OR51B3P chr11 5314772 5315684 - -ENSG00000279012.1 OR51B2 chr11 5323311 5324352 - -ENSG00000184881.3 OR51B2 chr11 5323359 5324297 - -ENSG00000236359.1 OR51B8P chr11 5330592 5331360 - -ENSG00000242180.3 OR51B5 chr11 5342586 5343524 - -ENSG00000176239.7 OR51B6 chr11 5351508 5352446 + -ENSG00000230087.1 AC104389.31 chr11 5354692 5355578 + -ENSG00000236248.1 AC104389.32 chr11 5362615 5362849 + -ENSG00000184698.4 OR51M1 chr11 5389399 5390379 + -ENSG00000184321.1 OR51J1 chr11 5402597 5403547 + -ENSG00000167360.4 OR51Q1 chr11 5422111 5423206 + -ENSG00000248424.1 OR51K1P chr11 5430653 5431602 - -ENSG00000167359.8 OR51I1 chr11 5440570 5441514 - -ENSG00000187918.4 OR51I2 chr11 5453489 5454427 + -ENSG00000230484.2 OR51A10P chr11 5468486 5469422 - -ENSG00000181609.5 OR52D1 chr11 5488685 5489749 + -ENSG00000175520.8 UBQLN3 chr11 5507300 5509985 - -ENSG00000175518.6 UBQLNL chr11 5514393 5516705 - -ENSG00000224295.2 AC087380.14 chr11 5518441 5524955 - -ENSG00000249633.1 OR52V1P chr11 5527277 5528174 - -ENSG00000181616.8 OR52H1 chr11 5544561 5545523 - -ENSG00000248553.1 OR52H2P chr11 5551662 5552563 - -ENSG00000231049.1 OR52B5P chr11 5560967 5561917 + -ENSG00000233646.1 OR52T1P chr11 5566678 5567616 - -ENSG00000229534.1 HNRNPA1P53 chr11 5571247 5572192 - -ENSG00000239920.1 AC015691.13 chr11 5572322 5624896 - -ENSG00000187747.2 OR52B6 chr11 5580877 5581884 + -ENSG00000121236.19 TRIM6 chr11 5596109 5612958 + -ENSG00000258588.3 TRIM6-TRIM34 chr11 5596725 5644398 + -ENSG00000258659.6 TRIM34 chr11 5619764 5644398 + -ENSG00000132256.18 TRIM5 chr11 5663557 5938619 - -ENSG00000132274.15 TRIM22 chr11 5689689 5737089 + -ENSG00000232381.1 OR52U1P chr11 5719290 5720212 + -ENSG00000181109.3 OR52P1P chr11 5726502 5727464 + -ENSG00000181023.6 OR56B1 chr11 5736517 5737491 + -ENSG00000181074.3 OR52N4 chr11 5754693 5755729 + -ENSG00000181017.4 OR56B2P chr11 5765096 5766049 + -ENSG00000181009.4 OR52N5 chr11 5777634 5778667 - -ENSG00000181001.1 OR52N1 chr11 5787854 5788816 - -ENSG00000236965.4 OR52N3P chr11 5800364 5801297 + -ENSG00000180988.2 OR52N2 chr11 5820314 5821348 + -ENSG00000205409.3 OR52E6 chr11 5840928 5841952 - -ENSG00000183269.5 OR52E8 chr11 5856674 5857734 - -ENSG00000233563.1 OR52E7P chr11 5873960 5874892 + -ENSG00000180974.3 OR52E4 chr11 5884271 5885300 + -ENSG00000277932.1 OR52E5 chr11 5900777 5902090 + -ENSG00000277514.1 OR52Q1P chr11 5903767 5904448 + -ENSG00000255257.1 AC025016.1 chr11 5938751 5944984 + -ENSG00000184478.6 OR56A3 chr11 5947340 5948361 + -ENSG00000188691.5 OR56A5 chr11 5967177 5968494 - -ENSG00000183313.4 OR52L1 chr11 5985892 5986985 - -ENSG00000254831.1 KRT18P58 chr11 5993876 5994995 - -ENSG00000183389.4 OR56A4 chr11 6001986 6003194 - -ENSG00000202147.1 RNA5SP329 chr11 6016996 6017114 + -ENSG00000180934.5 OR56A1 chr11 6026671 6027741 - -ENSG00000255481.2 OR56A7P chr11 6045807 6046747 - -ENSG00000262980.1 OR52L2P chr11 6057316 6058275 - -ENSG00000234895.1 OR52X1P chr11 6066873 6067786 - -ENSG00000180919.3 OR56B4 chr11 6107684 6108835 + -ENSG00000254444.1 RP11-290F24.3 chr11 6108135 6185576 - -ENSG00000180913.3 OR56B3P chr11 6128610 6129556 + -ENSG00000180909.2 OR52B1P chr11 6151641 6152549 - -ENSG00000255307.1 OR52B2 chr11 6169330 6170408 - -ENSG00000175485.2 OR52W1 chr11 6199146 6200259 + -ENSG00000267940.1 RP11-290F24.6 chr11 6201901 6203253 - -ENSG00000180878.2 C11orf42 chr11 6205566 6211132 + -ENSG00000051009.10 FAM160A2 chr11 6211335 6234711 - -ENSG00000132259.12 CNGA4 chr11 6234765 6244429 + -ENSG00000110148.9 CCKBR chr11 6259736 6272127 + -ENSG00000270435.1 RP11-304C12.4 chr11 6297189 6298606 - -ENSG00000170955.9 PRKCDBP chr11 6318946 6320647 - -ENSG00000282556.1 RP11-304C12.5 chr11 6323554 6324023 + -ENSG00000254443.1 RP11-304C12.3 chr11 6362799 6365267 + -ENSG00000166311.9 SMPD1 chr11 6390431 6394998 + -ENSG00000166313.18 APBB1 chr11 6395124 6419414 - -ENSG00000110169.10 HPX chr11 6431049 6442617 - -ENSG00000110171.18 TRIM3 chr11 6448613 6474459 - -ENSG00000132254.12 ARFIP2 chr11 6474683 6481479 - -ENSG00000132286.11 TIMM10B chr11 6481447 6484679 + -ENSG00000265264.5 TIMM10B chr11 6481485 6508978 + -ENSG00000254595.1 CTD-2010I16.1 chr11 6488186 6489377 - -ENSG00000179532.12 DNHD1 chr11 6497260 6593758 + -ENSG00000132275.10 RRP8 chr11 6595075 6603620 - -ENSG00000254400.1 RP11-732A19.8 chr11 6603642 6604420 - -ENSG00000166333.13 ILK chr11 6603708 6610874 + -ENSG00000166337.9 TAF10 chr11 6606296 6612667 - -ENSG00000254641.1 RP11-732A19.2 chr11 6608667 6610135 - -ENSG00000166340.14 TPP1 chr11 6612763 6619461 - -ENSG00000255680.1 RP11-732A19.9 chr11 6618790 6619764 + -ENSG00000166341.7 DCHS1 chr11 6621323 6655854 - -ENSG00000255390.1 RP11-732A19.5 chr11 6621451 6622322 + -ENSG00000255410.1 RP11-732A19.6 chr11 6630603 6635208 + -ENSG00000158042.8 MRPL17 chr11 6680782 6683401 - -ENSG00000241678.1 RP11-732A19.1 chr11 6685891 6686369 - -ENSG00000254838.5 GVINP1 chr11 6713536 6746439 - -ENSG00000254781.1 GVINP2 chr11 6748131 6750324 + -ENSG00000188124.2 OR2AG2 chr11 6767987 6769055 - -ENSG00000279486.3 OR2AG1 chr11 6785017 6786014 + -ENSG00000170803.5 OR2AG1 chr11 6785038 6785988 + -ENSG00000184933.4 OR6A2 chr11 6794627 6795783 - -ENSG00000254712.1 RP11-560B16.5 chr11 6843664 6844666 - -ENSG00000166363.5 OR10A5 chr11 6845652 6846705 + -ENSG00000170790.4 OR10A2 chr11 6869693 6870745 + -ENSG00000170782.3 OR10A4 chr11 6876625 6877619 + -ENSG00000166368.2 OR2D2 chr11 6891490 6892599 - -ENSG00000178358.4 OR2D3 chr11 6920974 6922043 + -ENSG00000149054.14 ZNF215 chr11 6926404 6984632 + -ENSG00000149050.9 ZNF214 chr11 6999318 7020368 - -ENSG00000158077.4 NLRP14 chr11 7020446 7071308 + -ENSG00000170748.6 RBMXL2 chr11 7089027 7090900 + -ENSG00000255179.1 RP11-324J3.1 chr11 7222933 7230863 + -ENSG00000221703.1 MIR302E chr11 7234766 7234837 + -ENSG00000170743.16 SYT9 chr11 7238778 7469042 + -ENSG00000251364.6 CTD-2516F10.2 chr11 7427266 7512515 - -ENSG00000183801.7 OLFML1 chr11 7485388 7511377 + -ENSG00000166387.11 PPFIBP2 chr11 7513298 7657127 + -ENSG00000254864.1 CTD-2516F10.4 chr11 7568866 7572046 - -ENSG00000166394.14 CYB5R2 chr11 7665100 7677222 - -ENSG00000183378.11 OVCH2 chr11 7689438 7706421 - -ENSG00000275612.1 RP11-35J10.6 chr11 7698951 7699393 - -ENSG00000276668.1 RP11-35J10.7 chr11 7699562 7699988 - -ENSG00000271758.2 RP11-35J10.5 chr11 7704628 7882947 - -ENSG00000254707.1 RP11-35J10.4 chr11 7705288 7709517 + -ENSG00000176716.4 OR10AB1P chr11 7728400 7729337 + -ENSG00000227892.1 OR5P4P chr11 7745990 7746906 + -ENSG00000254951.7 RP11-494M8.4 chr11 7754393 7905955 - -ENSG00000166408.4 OR5P1P chr11 7772890 7773814 - -ENSG00000241008.1 RP11-494M8.1 chr11 7783697 7784407 + -ENSG00000183303.2 OR5P2 chr11 7795905 7796973 - -ENSG00000182334.1 OR5P3 chr11 7825037 7825972 - -ENSG00000170688.4 OR5E1P chr11 7848700 7849626 + -ENSG00000252769.1 RNU6-943P chr11 7889182 7889279 - -ENSG00000279000.1 OR10A6 chr11 7927633 7928662 - -ENSG00000175393.3 OR10A6 chr11 7927718 7928662 - -ENSG00000170683.5 OR10A3 chr11 7938534 7939594 - -ENSG00000182261.3 NLRP10 chr11 7959424 7965426 - -ENSG00000175390.12 EIF3F chr11 7970251 8001862 + -ENSG00000254642.1 COX6CP5 chr11 7977481 7977708 + -ENSG00000255420.1 CASC23 chr11 8011278 8016489 - -ENSG00000166402.8 TUB chr11 8019244 8106112 + -ENSG00000254921.1 RP11-236J17.6 chr11 8035446 8039718 - -ENSG00000248332.6 TUB-AS1 chr11 8060038 8069373 + -ENSG00000279391.1 RP11-236J17.7 chr11 8075573 8077781 - -ENSG00000166405.14 RIC3 chr11 8106093 8169055 - -ENSG00000246820.2 RP11-379P15.1 chr11 8169167 8178903 + -ENSG00000166407.13 LMO1 chr11 8224304 8268716 - -ENSG00000130413.15 STK33 chr11 8391868 8594289 - -ENSG00000252778.1 SCARNA20 chr11 8555016 8555146 + -ENSG00000166436.15 TRIM66 chr11 8612037 8671866 - -ENSG00000254900.1 RP11-152H18.4 chr11 8679089 8680913 + -ENSG00000166441.12 RPL27A chr11 8682411 8714759 + -ENSG00000280884.1 AC091053.1 chr11 8684204 8684314 + -ENSG00000200983.1 SNORA45A chr11 8684227 8684356 + -ENSG00000281902.1 AC091053.2 chr11 8685410 8685529 + -ENSG00000212607.1 SNORA45B chr11 8685439 8685569 + -ENSG00000166444.17 ST5 chr11 8693351 8910951 - -ENSG00000254665.1 RP11-152H18.3 chr11 8693357 8696607 + -ENSG00000255159.1 RP11-318C2.1 chr11 8768778 8810231 + -ENSG00000252905.1 RNA5SP330 chr11 8845263 8845358 + -ENSG00000202276.1 Y_RNA chr11 8877417 8877518 - -ENSG00000166452.11 AKIP1 chr11 8911139 8920084 + -ENSG00000176029.13 C11orf16 chr11 8920076 8933006 - -ENSG00000176009.3 ASCL3 chr11 8937579 8938211 - -ENSG00000223080.1 Y_RNA chr11 8943380 8943467 - -ENSG00000175348.10 TMEM9B chr11 8947294 8965011 - -ENSG00000254860.5 TMEM9B-AS1 chr11 8964675 8977527 + -ENSG00000175352.10 NRIP3 chr11 8980576 9004049 - -ENSG00000253973.2 RP11-467K18.2 chr11 9004162 9065154 + -ENSG00000175356.12 SCUBE2 chr11 9020391 9138114 - -ENSG00000264984.1 MIR5691 chr11 9090312 9090379 - -ENSG00000213538.5 KRT8P41 chr11 9094377 9095890 + -ENSG00000184014.7 DENND5A chr11 9138825 9265390 - -ENSG00000255097.1 RP11-5L12.1 chr11 9242448 9245509 - -ENSG00000273725.1 Metazoa_SRP chr11 9279532 9279816 - -ENSG00000166471.10 TMEM41B chr11 9280654 9314780 - -ENSG00000254884.1 PRR13P2 chr11 9311284 9311689 - -ENSG00000205339.9 IPO7 chr11 9384622 9448126 + -ENSG00000201998.1 SNORA23 chr11 9428773 9428954 + -ENSG00000254397.1 CTD-2371O3.2 chr11 9430356 9433486 - -ENSG00000278792.1 AC132192.1 chr11 9434165 9434251 + -ENSG00000268403.2 CTD-2371O3.3 chr11 9459556 9460702 - -ENSG00000166478.9 ZNF143 chr11 9460319 9528524 + -ENSG00000277962.1 AC127030.1 chr11 9520689 9520799 + -ENSG00000166483.10 WEE1 chr11 9573681 9593457 + -ENSG00000238387.1 snoU13 chr11 9578028 9578131 + -ENSG00000243964.1 RPL23AP65 chr11 9606142 9606609 + -ENSG00000255463.1 RP11-16F15.4 chr11 9631008 9631359 - -ENSG00000239470.3 RP11-16F15.2 chr11 9660438 9660920 + -ENSG00000133789.14 SWAP70 chr11 9664077 9752991 + -ENSG00000201564.1 RN7SKP50 chr11 9680924 9681238 + -ENSG00000245522.2 RP11-540A21.2 chr11 9754770 9759533 - -ENSG00000246273.6 SBF2-AS1 chr11 9758292 9811319 + -ENSG00000133812.14 SBF2 chr11 9778667 10294207 - -ENSG00000255476.1 RP11-1H15.2 chr11 9839143 9929263 + -ENSG00000252568.1 RNU7-28P chr11 9843815 9843876 - -ENSG00000254765.1 RP11-1H15.1 chr11 9958744 9959790 - -ENSG00000254865.1 RP11-748C4.1 chr11 10149192 10165109 + -ENSG00000254719.1 RP11-351I24.3 chr11 10272052 10272259 - -ENSG00000254554.1 RP11-351I24.1 chr11 10302657 10303704 - -ENSG00000148926.9 ADM chr11 10304680 10307397 + -ENSG00000133805.15 AMPD3 chr11 10308313 10507579 + -ENSG00000221574.1 RNU6ATAC33P chr11 10399192 10399317 - -ENSG00000281108.1 AC021914.1 chr11 10494948 10495056 + -ENSG00000255823.2 MTRNR2L8 chr11 10507887 10509189 - -ENSG00000110315.6 RNF141 chr11 10511678 10541230 - -ENSG00000177112.7 MRVI1-AS1 chr11 10541272 10599932 + -ENSG00000133800.8 LYVE1 chr11 10556966 10611689 - -ENSG00000072952.18 MRVI1 chr11 10573091 10693988 - -ENSG00000206858.1 Y_RNA chr11 10725903 10726004 + -ENSG00000198730.7 CTR9 chr11 10750987 10779743 + -ENSG00000255125.1 RP11-685M7.5 chr11 10783313 10801625 + -ENSG00000110321.15 EIF4G2 chr11 10797050 10809110 - -ENSG00000238622.1 SNORD97 chr11 10801467 10801608 - -ENSG00000246308.1 RP11-685M7.3 chr11 10809297 10822931 + -ENSG00000236287.7 ZBED5 chr11 10812074 10858796 - -ENSG00000247271.6 ZBED5-AS1 chr11 10858259 10906802 + -ENSG00000250041.2 CTD-2003C8.2 chr11 10884885 10899322 - -ENSG00000254401.1 RP11-179A10.1 chr11 11117854 11183611 + -ENSG00000254957.1 RP11-179A10.2 chr11 11135482 11137658 + -ENSG00000270897.1 RP11-179A10.3 chr11 11182107 11182413 - -ENSG00000255123.1 MTND5P21 chr11 11239759 11240280 + -ENSG00000255260.1 CTD-3224I3.3 chr11 11243188 11243715 - -ENSG00000110328.5 GALNT18 chr11 11270876 11622005 - -ENSG00000254598.2 CSNK2A3 chr11 11351942 11353357 - -ENSG00000255351.1 RP11-567I13.1 chr11 11352426 11353307 + -ENSG00000255462.1 RP11-483L5.1 chr11 11570084 11573782 + -ENSG00000266645.1 MIR4299 chr11 11656651 11656722 - -ENSG00000280288.1 RP11-756D7.2 chr11 11725332 11726702 - -ENSG00000255309.1 RP11-756D7.1 chr11 11759101 11759433 - -ENSG00000278645.1 AC104383.1 chr11 11783030 11783115 - -ENSG00000278529.1 MIR8070 chr11 11783135 11783222 - -ENSG00000170242.17 USP47 chr11 11841423 11959323 + -ENSG00000255492.1 CTD-2381F24.1 chr11 11856490 11856859 - -ENSG00000050165.17 DKK3 chr11 11963106 12009769 - -ENSG00000254486.1 RP13-631K18.2 chr11 12030875 12061785 + -ENSG00000254991.1 RP13-631K18.3 chr11 12066929 12073014 + -ENSG00000281672.1 AC124276.1 chr11 12084823 12084935 - -ENSG00000255400.1 RP13-631K18.5 chr11 12086891 12089441 + -ENSG00000133816.13 MICAL2 chr11 12094008 12263789 + -ENSG00000275373.1 MIR6124 chr11 12163683 12163767 + -ENSG00000254680.1 RP11-265D17.2 chr11 12261426 12263173 - -ENSG00000133808.4 MICALCL chr11 12276080 12359144 + -ENSG00000254983.1 RP11-573E11.2 chr11 12303533 12308216 + -ENSG00000264283.1 AC025300.1 chr11 12344767 12344861 + -ENSG00000197702.11 PARVA chr11 12377185 12530801 + -ENSG00000254847.1 RP11-51B23.3 chr11 12538083 12540967 - -ENSG00000187079.14 TEAD1 chr11 12674591 12944483 + -ENSG00000254688.1 RP11-47J17.3 chr11 12822435 12823667 - -ENSG00000255067.1 RP11-47J17.1 chr11 12848795 12849433 + -ENSG00000280762.1 AC013549.1 chr11 12904813 12904893 - -ENSG00000252329.1 SCARNA16 chr11 12904817 12904988 - -ENSG00000203258.3 RP11-47J17.2 chr11 12921186 12922925 - -ENSG00000251381.6 LINC00958 chr11 12962510 12989548 - -ENSG00000266625.1 AC084859.1 chr11 12963640 12963691 + -ENSG00000254670.1 CTC-497E21.3 chr11 13001090 13009159 - -ENSG00000189431.7 RASSF10 chr11 13009577 13012106 + -ENSG00000255558.1 CTC-497E21.5 chr11 13054615 13134839 - -ENSG00000255018.1 RP11-413N13.1 chr11 13152200 13152348 + -ENSG00000133794.17 ARNTL chr11 13276652 13387266 + -ENSG00000222162.1 RN7SKP151 chr11 13353208 13353523 + -ENSG00000148925.10 BTBD10 chr11 13388001 13463297 - -ENSG00000254583.1 RP11-15D14.1 chr11 13478333 13479037 + -ENSG00000255401.1 RP11-15D14.2 chr11 13488612 13489390 + -ENSG00000152266.6 PTH chr11 13492055 13496181 - -ENSG00000228901.3 HMGN2P36 chr11 13610363 13610771 - -ENSG00000197601.12 FAR1 chr11 13668670 13732346 + -ENSG00000254791.1 FAR1-IT1 chr11 13669327 13670149 + -ENSG00000240454.1 RPL39P26 chr11 13685499 13685656 - -ENSG00000200685.1 Y_RNA chr11 13686550 13686658 - -ENSG00000255075.1 CENPUP1 chr11 13756027 13757560 + -ENSG00000255088.1 RP11-23B7.4 chr11 13758111 13758345 - -ENSG00000255411.1 RP11-98J9.1 chr11 13785390 13848002 + -ENSG00000254927.1 RP11-98J9.2 chr11 13826843 13879499 - -ENSG00000254930.1 RP11-98J9.3 chr11 13844862 13870616 - -ENSG00000201856.1 RNA5SP331 chr11 13907484 13907590 - -ENSG00000254438.1 RP11-231N3.1 chr11 13921450 13924863 - -ENSG00000262655.3 SPON1 chr11 13962689 14267884 + -ENSG00000277787.1 AC074191.1 chr11 13977938 13978043 + -ENSG00000212365.1 RNA5SP332 chr11 14134986 14135100 + -ENSG00000254418.1 RP11-21L19.1 chr11 14262846 14273691 - -ENSG00000133818.12 RRAS2 chr11 14277926 14364506 - -ENSG00000255074.1 RP11-140L24.3 chr11 14440787 14441677 + -ENSG00000129083.12 COPB1 chr11 14443440 14500027 - -ENSG00000251991.1 RNU7-49P chr11 14478892 14478953 + -ENSG00000256206.2 PSMA1 chr11 14493783 14520344 - -ENSG00000129084.17 PSMA1 chr11 14504874 14643635 - -ENSG00000152270.8 PDE3B chr11 14643723 14872044 + -ENSG00000255040.1 RP11-677N16.1 chr11 14673606 14674555 - -ENSG00000186104.10 CYP2R1 chr11 14877440 14892252 - -ENSG00000175868.13 CALCB chr11 14904997 15082342 + -ENSG00000253179.1 CALCP chr11 14907518 14907986 + -ENSG00000110680.12 CALCA chr11 14966668 14972354 - -ENSG00000250640.2 OR7E41P chr11 14987671 14988694 - -ENSG00000188487.11 INSC chr11 15112424 15247208 + -ENSG00000276762.1 AC105179.1 chr11 15378531 15378615 + -ENSG00000253072.1 snoMBII-202 chr11 15481808 15481893 - -ENSG00000254946.1 RP11-531H8.1 chr11 15552855 15591098 + -ENSG00000254789.1 RP11-531H8.2 chr11 15572023 15622391 - -ENSG00000254695.1 RP11-396O20.1 chr11 15643885 15705368 + -ENSG00000254645.1 RP11-396O20.2 chr11 15701963 15758898 - -ENSG00000254661.2 RP11-222N13.1 chr11 15910957 15927443 + -ENSG00000110693.15 SOX6 chr11 15966449 16739591 - -ENSG00000274140.1 MIR6073 chr11 15969533 15969621 - -ENSG00000254878.1 CTD-3096P4.1 chr11 16023190 16031515 + -ENSG00000221556.1 AC103794.1 chr11 16124316 16124396 + -ENSG00000213785.3 RP11-449L13.2 chr11 16484084 16484671 - -ENSG00000241943.2 RN7SL188P chr11 16576851 16577135 + -ENSG00000110696.9 C11orf58 chr11 16613132 16756881 + -ENSG00000166689.14 PLEKHA7 chr11 16778295 17014443 - -ENSG00000199883.1 RN7SKP90 chr11 16842253 16842587 + -ENSG00000244398.1 RP11-466H18.1 chr11 16974693 16975013 - -ENSG00000266493.1 AC116533.3 chr11 17007878 17007968 - -ENSG00000184669.7 OR7E14P chr11 17013998 17053024 + -ENSG00000264378.1 AC116533.2 chr11 17054912 17055007 + -ENSG00000221322.1 AC116533.1 chr11 17073952 17074035 + -ENSG00000110700.6 RPS13 chr11 17074389 17077787 - -ENSG00000272034.1 SNORD14A chr11 17074654 17074744 - -ENSG00000201403.1 SNORD14B chr11 17075779 17075868 - -ENSG00000011405.13 PIK3C2A chr11 17077730 17207983 - -ENSG00000278353.1 AC116533.4 chr11 17092784 17092888 - -ENSG00000201586.1 RNU6-593P chr11 17115652 17115763 - -ENSG00000240808.1 CTD-3236F5.1 chr11 17137976 17138265 - -ENSG00000213779.4 RP11-452G18.1 chr11 17193489 17194308 + -ENSG00000070081.15 NUCB2 chr11 17208153 17349974 + -ENSG00000197149.5 RP11-452G18.2 chr11 17228279 17229151 + -ENSG00000188211.8 NCR3LG1 chr11 17351726 17377341 + -ENSG00000260196.1 RP1-239B22.5 chr11 17380649 17383531 + -ENSG00000187486.5 KCNJ11 chr11 17385859 17389331 - -ENSG00000006071.11 ABCC8 chr11 17392885 17476845 - -ENSG00000255035.2 SDHCP4 chr11 17435672 17436181 - -ENSG00000006611.15 USH1C chr11 17493895 17544416 - -ENSG00000188162.10 OTOG chr11 17547373 17647150 + -ENSG00000254586.1 RP11-358H18.3 chr11 17695022 17697471 + -ENSG00000255335.1 RP11-358H18.2 chr11 17695267 17696940 - -ENSG00000129152.3 MYOD1 chr11 17719568 17722131 + -ENSG00000129159.6 KCNC1 chr11 17734812 17783055 + -ENSG00000129158.10 SERGEF chr11 17788048 18013162 - -ENSG00000255448.1 RP1-59M18.2 chr11 18000542 18022931 - -ENSG00000129167.9 TPH1 chr11 18017564 18042426 - -ENSG00000166788.9 SAAL1 chr11 18069935 18106091 - -ENSG00000255254.1 HIGD1AP5 chr11 18106583 18106841 + -ENSG00000166787.3 SAA3P chr11 18112472 18116132 - -ENSG00000148965.8 SAA4 chr11 18112617 18236893 - -ENSG00000179826.6 MRGPRX3 chr11 18120955 18138480 + -ENSG00000255470.1 RP11-113D6.6 chr11 18140186 18189495 - -ENSG00000254857.1 RP11-113D6.3 chr11 18153277 18154255 + -ENSG00000179817.4 MRGPRX4 chr11 18172837 18197348 + -ENSG00000255138.1 GLTPP1 chr11 18189000 18189621 + -ENSG00000254546.1 RP11-113D6.9 chr11 18196657 18197337 + -ENSG00000189332.5 RP11-113D6.10 chr11 18209138 18214562 + -ENSG00000255071.3 SAA2-SAA4 chr11 18231423 18248635 - -ENSG00000134339.8 SAA2 chr11 18239223 18248643 - -ENSG00000200336.1 RNA5SP333 chr11 18248389 18248506 - -ENSG00000212789.4 ST13P5 chr11 18261982 18263091 + -ENSG00000173432.10 SAA1 chr11 18266174 18269977 + -ENSG00000201695.1 RNA5SP334 chr11 18266393 18266510 + -ENSG00000110756.17 HPS5 chr11 18278668 18322198 - -ENSG00000110768.11 GTF2H1 chr11 18322295 18367044 + -ENSG00000264603.1 MIR3159 chr11 18387787 18387860 + -ENSG00000134333.13 LDHA chr11 18394388 18408425 + -ENSG00000256006.1 AC084117.3 chr11 18405609 18406731 + -ENSG00000166796.11 LDHC chr11 18412307 18452058 + -ENSG00000256734.1 RP11-613F22.7 chr11 18450112 18450868 - -ENSG00000166800.9 LDHAL6A chr11 18455824 18479600 + -ENSG00000074319.12 TSG101 chr11 18468336 18527232 - -ENSG00000256464.1 YWHABP2 chr11 18490243 18490955 - -ENSG00000256588.1 RP11-613F22.8 chr11 18507608 18508820 - -ENSG00000256361.1 RP11-613F22.6 chr11 18511043 18511475 - -ENSG00000151116.16 UEVLD chr11 18529609 18588747 - -ENSG00000274589.1 Metazoa_SRP chr11 18538885 18539189 + -ENSG00000256282.1 RP11-504G3.4 chr11 18595459 18599683 - -ENSG00000247595.2 SPTY2D1-AS1 chr11 18599787 18610255 + -ENSG00000279837.1 RP11-504G3.2 chr11 18601882 18602649 + -ENSG00000179119.14 SPTY2D1 chr11 18606401 18634791 - -ENSG00000257043.1 RP11-137N23.1 chr11 18665050 18665548 + -ENSG00000151117.8 TMEM86A chr11 18693122 18704785 + -ENSG00000179057.13 IGSF22 chr11 18704305 18726230 - -ENSG00000254966.1 RP11-1081L13.4 chr11 18706537 18740568 + -ENSG00000110786.17 PTPN5 chr11 18727928 18792721 - -ENSG00000276789.1 RP11-1081L13.5 chr11 18836304 18837081 + -ENSG00000254529.1 RP11-583F24.7 chr11 18863558 18864509 - -ENSG00000255511.1 RP11-1081L13.3 chr11 18870989 18873462 - -ENSG00000254541.1 RP11-583F24.6 chr11 18886933 18887920 - -ENSG00000255536.1 RP11-583F24.5 chr11 18910436 18911396 - -ENSG00000170255.7 MRGPRX1 chr11 18933813 18939507 - -ENSG00000255244.1 RP11-583F24.8 chr11 18934985 18939721 + -ENSG00000254738.1 RP11-583F24.4 chr11 18956055 18957015 - -ENSG00000254720.1 RP11-583F24.3 chr11 18971746 18972703 - -ENSG00000255424.1 RP11-589F4.2 chr11 19029697 19030438 - -ENSG00000183695.2 MRGPRX2 chr11 19054455 19060681 - -ENSG00000177054.13 ZDHHC13 chr11 19117099 19176422 + -ENSG00000129170.8 CSRP3 chr11 19182030 19210573 - -ENSG00000255308.1 RP11-428C19.4 chr11 19196775 19281426 + -ENSG00000129173.12 E2F8 chr11 19224063 19241620 - -ENSG00000254544.1 PCNAP4 chr11 19274540 19275269 - -ENSG00000255160.5 RP11-428C19.5 chr11 19299883 19308358 + -ENSG00000166833.19 NAV2 chr11 19350724 20121598 + -ENSG00000255270.1 NAV2-IT1 chr11 19380484 19385014 + -ENSG00000200687.1 RNA5SP335 chr11 19401872 19401981 - -ENSG00000255043.1 NAV2-AS5 chr11 19502672 19507229 - -ENSG00000254622.1 NAV2-AS4 chr11 19510890 19519896 - -ENSG00000265210.1 MIR4486 chr11 19575310 19575372 + -ENSG00000207407.1 SNORA1 chr11 19591156 19591291 - -ENSG00000270607.1 RP11-359E10.1 chr11 19710934 19712619 - -ENSG00000264309.1 MIR4694 chr11 19760004 19760083 - -ENSG00000254542.1 NAV2-AS3 chr11 19978699 19981337 - -ENSG00000254453.1 NAV2-AS2 chr11 20043846 20049303 - -ENSG00000254894.1 NAV2-AS1 chr11 20119684 20120632 - -ENSG00000279266.1 RP11-371I20.2 chr11 20131730 20135465 + -ENSG00000109851.6 DBX1 chr11 20156155 20160613 - -ENSG00000109854.13 HTATIP2 chr11 20363685 20383783 + -ENSG00000185238.12 PRMT3 chr11 20387530 20509294 + -ENSG00000276401.1 AC090707.1 chr11 20568317 20568384 - -ENSG00000255291.1 RP11-701I24.1 chr11 20574186 20574950 + -ENSG00000165970.11 SLC6A5 chr11 20599400 20659285 + -ENSG00000165973.17 NELL1 chr11 20669551 21575681 + -ENSG00000254906.1 RP11-701I24.3 chr11 20670425 20671297 - -ENSG00000201059.1 RNA5SP336 chr11 21000881 21000997 - -ENSG00000254816.1 RP11-670N15.2 chr11 21169748 21170137 + -ENSG00000255167.1 RP11-670N15.1 chr11 21260061 21262570 - -ENSG00000225477.3 CTD-2302A16.2 chr11 21283779 21284955 + -ENSG00000252816.1 RNA5SP337 chr11 21383801 21383909 - -ENSG00000254820.1 CTD-2019O4.1 chr11 22113448 22117001 + -ENSG00000171714.10 ANO5 chr11 22193176 22283357 + -ENSG00000255372.1 CTD-3064C13.1 chr11 22261209 22262256 - -ENSG00000254768.5 CTD-2140G10.2 chr11 22283730 22338245 - -ENSG00000091664.7 SLC17A6 chr11 22338097 22379503 + -ENSG00000254540.1 CTD-2140G10.4 chr11 22361213 22362294 - -ENSG00000255323.5 LINC01495 chr11 22445688 22492019 - -ENSG00000255357.1 RP11-34N19.1 chr11 22492112 22502846 + -ENSG00000183161.4 FANCF chr11 22622519 22626787 - -ENSG00000148935.10 GAS2 chr11 22625642 22813055 + -ENSG00000222427.1 RNA5SP338 chr11 22688351 22688435 + -ENSG00000198168.8 SVIP chr11 22813799 22830299 - -ENSG00000246225.6 RP11-17A1.3 chr11 22829380 22945393 + -ENSG00000255359.2 CCDC179 chr11 22846931 22860426 - -ENSG00000255418.5 RP11-266A24.1 chr11 23164900 23203161 + -ENSG00000271491.1 RP11-787P24.4 chr11 23370116 23377644 - -ENSG00000255293.1 WIZP1 chr11 23403805 23406103 + -ENSG00000275868.1 MIR8054 chr11 23419105 23419190 - -ENSG00000254564.1 RP11-787P24.2 chr11 23431677 23431799 + -ENSG00000264478.1 AC100767.1 chr11 23471644 23471713 - -ENSG00000254465.1 PRKRIRP4 chr11 23478068 23480430 + -ENSG00000240881.1 RP11-713P14.1 chr11 23520322 23521202 + -ENSG00000255193.1 RP11-945A11.1 chr11 23730588 23796970 + -ENSG00000254861.1 RP11-945A11.2 chr11 23761330 23804598 - -ENSG00000252519.1 RNU6-783P chr11 23849778 23849882 + -ENSG00000277803.1 RP11-747E23.1 chr11 23886135 23893557 + -ENSG00000254594.5 RP11-2F20.1 chr11 24235477 24262218 - -ENSG00000207252.1 Y_RNA chr11 24455911 24456010 + -ENSG00000187398.11 LUZP2 chr11 24496970 25082631 + -ENSG00000255489.1 CTC-830E23.1 chr11 24701275 24701575 + -ENSG00000255368.1 RP11-54J7.2 chr11 25140533 25141023 - -ENSG00000265837.1 AC015820.1 chr11 25537278 25537371 + -ENSG00000240298.3 RPL36AP40 chr11 25588475 25588795 - -ENSG00000255454.1 RP11-46P12.1 chr11 25630720 25631041 + -ENSG00000254456.5 RP11-405K6.1 chr11 25734770 25781758 + -ENSG00000254754.1 RP11-20J1.1 chr11 25924188 25926808 + -ENSG00000255086.1 RP11-336F14.1 chr11 26045987 26047598 + -ENSG00000255243.1 CTD-2507G9.1 chr11 26189123 26208347 + -ENSG00000254819.1 RP11-430L3.1 chr11 26285711 26288007 - -ENSG00000134343.12 ANO3 chr11 26309599 26663288 + -ENSG00000255505.1 RP11-485O14.1 chr11 26427051 26427412 + -ENSG00000169550.12 MUC15 chr11 26559033 26572233 - -ENSG00000148942.14 SLC5A12 chr11 26667019 26723427 - -ENSG00000176971.3 FIBIN chr11 26994184 26996121 + -ENSG00000129151.8 BBOX1 chr11 27040725 27127809 + -ENSG00000254560.5 BBOX1-AS1 chr11 27047186 27220113 - -ENSG00000109881.16 CCDC34 chr11 27330827 27363868 - -ENSG00000205213.13 LGR4 chr11 27365961 27472775 - -ENSG00000254862.5 RP11-159H22.2 chr11 27471729 27482433 + -ENSG00000242527.1 RP11-159H22.1 chr11 27483850 27484128 + -ENSG00000148943.11 LIN7C chr11 27494576 27506773 - -ENSG00000245573.7 BDNF-AS chr11 27506838 27698174 + -ENSG00000278483.1 MIR8087 chr11 27514970 27515047 - -ENSG00000212289.1 RNA5SP339 chr11 27521605 27521726 - -ENSG00000240036.4 RP11-587D21.1 chr11 27581680 27582055 + -ENSG00000254934.5 LINC00678 chr11 27617626 27634627 - -ENSG00000176697.18 BDNF chr11 27654893 27722058 - -ENSG00000255496.1 RP11-587D21.4 chr11 27696312 27877648 - -ENSG00000177447.6 CBX3P1 chr11 27806443 27806996 + -ENSG00000224411.3 HSP90AA2P chr11 27888838 27891033 - -ENSG00000255094.1 RP11-406D1.2 chr11 27978669 28019575 - -ENSG00000121621.6 KIF18A chr11 28020620 28108308 - -ENSG00000207874.1 MIR610 chr11 28056815 28056910 + -ENSG00000169519.19 METTL15 chr11 28108248 28333507 + -ENSG00000271332.1 RP11-797J4.1 chr11 28144907 28145204 - -ENSG00000222385.1 RN7SKP158 chr11 28261194 28261519 - -ENSG00000238149.1 AC104978.1 chr11 28287235 28287625 - -ENSG00000255322.1 RP11-22P4.1 chr11 28352107 28527041 + -ENSG00000273912.1 MIR8068 chr11 28477481 28477548 - -ENSG00000254606.1 RP11-22P4.2 chr11 28516832 28519341 + -ENSG00000248990.1 RP11-960D24.1 chr11 28679183 28683469 + -ENSG00000249867.5 RP11-115J23.1 chr11 28702615 29063821 + -ENSG00000272882.1 OR2BH1P chr11 28986635 28987498 + -ENSG00000254526.1 RP11-466I1.1 chr11 29159956 29266734 + -ENSG00000255450.1 CTD-2063L20.1 chr11 29275655 29276565 + -ENSG00000211499.1 AC110056.1 chr11 29276689 29276805 + -ENSG00000254530.1 RP11-460B17.3 chr11 29335878 29594295 - -ENSG00000255281.1 RP11-460B17.1 chr11 29391525 29393844 + -ENSG00000255227.1 RP11-460B17.2 chr11 29445487 29457393 + -ENSG00000255029.1 CTD-3012A18.1 chr11 29519076 29552639 + -ENSG00000255117.5 RP5-1027O15.1 chr11 29594918 29630664 + -ENSG00000255047.1 HNRNPRP2 chr11 29668886 29669628 - -ENSG00000254734.1 CTD-3138F19.1 chr11 29713909 29881714 + -ENSG00000243505.3 RN7SL240P chr11 29721399 29721684 - -ENSG00000240554.1 RPL7AP58 chr11 29725764 29726565 + -ENSG00000261340.1 RP11-215H22.1 chr11 29980113 29982392 - -ENSG00000182255.6 KCNA4 chr11 30009741 30017023 - -ENSG00000254532.1 RP11-624D11.2 chr11 30044058 30084343 - -ENSG00000255288.1 RP4-562D20.2 chr11 30167163 30167306 + -ENSG00000131808.10 FSHB chr11 30231016 30235261 + -ENSG00000152219.4 ARL14EP chr11 30323051 30338227 + -ENSG00000242353.1 RP4-710M3.1 chr11 30368148 30368646 + -ENSG00000066382.16 MPPED2 chr11 30384493 30586872 - -ENSG00000255480.1 RP4-710M3.2 chr11 30425552 30429268 + -ENSG00000254489.1 RP5-1024C24.1 chr11 30584130 30630508 + -ENSG00000170959.14 DCDC1 chr11 30830369 31369810 - -ENSG00000221629.1 AL162614.1 chr11 31205759 31205894 + -ENSG00000255370.1 CYCSP25 chr11 31280672 31280987 - -ENSG00000255525.1 RP1-296L11.1 chr11 31305685 31314548 + -ENSG00000170946.14 DNAJC24 chr11 31369840 31431849 + -ENSG00000148950.9 IMMP1L chr11 31432401 31509645 - -ENSG00000221338.2 AC108456.1 chr11 31435470 31435562 - -ENSG00000109911.17 ELP4 chr11 31509750 31783998 + -ENSG00000281686.1 AC108456.2 chr11 31571991 31572124 - -ENSG00000228061.5 Z83001.1 chr11 31637328 31767953 - -ENSG00000007372.20 PAX6 chr11 31784792 31817961 - -ENSG00000049449.8 RCN1 chr11 31812391 32105755 + -ENSG00000281880.1 PAUPAR chr11 31826347 31829311 + -ENSG00000254584.1 RP1-17K7.2 chr11 32035981 32041318 - -ENSG00000254836.1 RP1-17K7.3 chr11 32052843 32053260 - -ENSG00000254627.1 RP1-17K7.1 chr11 32064912 32072173 + -ENSG00000212551.2 U3 chr11 32081764 32081973 + -ENSG00000255490.1 EIF4A2P5 chr11 32085111 32085712 + -ENSG00000255252.3 RP1-65P5.3 chr11 32097143 32105091 - -ENSG00000227160.2 THEM7P chr11 32112049 32343409 - -ENSG00000255375.1 RP1-65P5.5 chr11 32132699 32143579 + -ENSG00000184937.12 WT1 chr11 32387775 32435630 - -ENSG00000183242.11 WT1-AS chr11 32435518 32458769 + -ENSG00000278822.1 WT1-AS_1 chr11 32435738 32435846 + -ENSG00000273677.1 WT1-AS_2 chr11 32436311 32436447 + -ENSG00000278045.1 WT1-AS_3 chr11 32436797 32437030 + -ENSG00000276530.1 WT1-AS_6 chr11 32439086 32439206 + -ENSG00000273908.1 WT1-AS_7 chr11 32439716 32440009 + -ENSG00000277119.1 WT1-AS_8 chr11 32440109 32440383 + -ENSG00000274141.1 AC087653.1 chr11 32497587 32497666 - -ENSG00000149100.12 EIF3M chr11 32583798 32606262 + -ENSG00000270903.1 HNRNPA3P9 chr11 32591793 32592771 - -ENSG00000186714.12 CCDC73 chr11 32602246 32794658 - -ENSG00000244535.1 RP1-181J22.1 chr11 32758268 32758614 + -ENSG00000135378.3 PRRG4 chr11 32829943 32858123 + -ENSG00000060749.14 QSER1 chr11 32893178 32993316 + -ENSG00000200615.1 Y_RNA chr11 33004250 33004345 - -ENSG00000121690.9 DEPDC7 chr11 33015864 33033582 + -ENSG00000176148.15 TCP11L1 chr11 33039417 33105943 + -ENSG00000280550.1 AC131263.1 chr11 33073925 33074214 - -ENSG00000213713.3 PIGCP1 chr11 33075566 33076460 - -ENSG00000280798.1 LINC00294 chr11 33076149 33079454 + -ENSG00000176102.11 CSTF3 chr11 33077188 33162371 - -ENSG00000247151.6 CSTF3-AS1 chr11 33161657 33191598 + -ENSG00000206808.1 Y_RNA chr11 33171381 33171490 - -ENSG00000241950.1 RPL29P23 chr11 33190062 33190503 - -ENSG00000200485.1 Y_RNA chr11 33196547 33196637 - -ENSG00000241255.1 RP1-89D4.1 chr11 33237008 33237409 + -ENSG00000110422.11 HIPK3 chr11 33256672 33357023 + -ENSG00000223134.1 AL122015.1 chr11 33354465 33354545 + -ENSG00000254537.1 RP1-130L23.1 chr11 33403216 33403605 + -ENSG00000255207.1 RP1-305G21.1 chr11 33450646 33450943 + -ENSG00000110427.14 KIAA1549L chr11 33542072 33674102 + -ENSG00000255202.1 RP4-541C22.5 chr11 33665220 33696701 - -ENSG00000205177.6 C11orf91 chr11 33698261 33700801 - -ENSG00000085063.14 CD59 chr11 33698261 33736445 - -ENSG00000110429.13 FBXO3 chr11 33740939 33774543 - -ENSG00000254508.5 FBXO3-AS1 chr11 33774699 33775670 + -ENSG00000255272.1 RP11-646J21.6 chr11 33776188 33779495 + -ENSG00000255161.1 RP11-646J21.7 chr11 33787054 33787795 - -ENSG00000255169.1 RP11-646J21.3 chr11 33804768 33805641 + -ENSG00000254619.1 RP11-646J21.4 chr11 33810145 33811178 + -ENSG00000255133.1 RP11-646J21.2 chr11 33814877 33822095 - -ENSG00000135363.11 LMO2 chr11 33858576 33892289 - -ENSG00000281628.1 AC113192.1 chr11 33860672 33860769 + -ENSG00000184566.3 RP13-786C16.1 chr11 33880643 33881800 + -ENSG00000135387.19 CAPRIN1 chr11 34051683 34101156 + -ENSG00000135372.8 NAT10 chr11 34105602 34147670 + -ENSG00000166016.5 ABTB2 chr11 34150988 34358008 - -ENSG00000201867.1 Y_RNA chr11 34189174 34189275 + -ENSG00000254708.1 RP1-145M24.1 chr11 34335118 34336003 - -ENSG00000220204.1 RP1-53C18.3 chr11 34404663 34404949 - -ENSG00000216708.1 CIR1P3 chr11 34430880 34431649 + -ENSG00000121691.4 CAT chr11 34438925 34472062 + -ENSG00000135374.9 ELF5 chr11 34478793 34513805 - -ENSG00000264667.1 AL137224.1 chr11 34484436 34484538 - -ENSG00000255271.1 RP4-594L9.2 chr11 34533014 34557924 - -ENSG00000255427.1 RP11-350D17.2 chr11 34570876 34573982 + -ENSG00000135373.12 EHF chr11 34621093 34661057 + -ENSG00000271369.1 RP11-350D17.3 chr11 34709600 34710161 + -ENSG00000270491.1 RP4-743O11.1 chr11 34742906 34743199 + -ENSG00000149089.12 APIP chr11 34853094 34916499 - -ENSG00000110435.11 PDHX chr11 34915829 35020591 + -ENSG00000251862.2 MIR1343 chr11 34941837 34941920 + -ENSG00000280915.1 AL138810.1 chr11 34945112 34945187 + -ENSG00000255521.1 RP4-607I7.1 chr11 35132655 35138032 - -ENSG00000026508.16 CD44 chr11 35138870 35232402 + -ENSG00000255443.1 RP1-68D18.4 chr11 35210343 35214985 - -ENSG00000251194.2 RP1-68D18.2 chr11 35212550 35214007 + -ENSG00000110436.11 SLC1A2 chr11 35251206 35420063 - -ENSG00000255004.1 RP1-68D18.3 chr11 35281813 35286009 + -ENSG00000215380.2 AC090625.1 chr11 35374265 35374474 + -ENSG00000255542.1 RP4-683L5.1 chr11 35419057 35421002 + -ENSG00000149090.11 PAMR1 chr11 35431823 35530300 - -ENSG00000254669.1 RP5-945I17.2 chr11 35579430 35585310 - -ENSG00000179431.6 FJX1 chr11 35618419 35620868 + -ENSG00000254686.2 RP1-276E15.1 chr11 35656694 35661339 + -ENSG00000166326.6 TRIM44 chr11 35662805 35818007 + -ENSG00000186082.9 KRT18P14 chr11 35860249 35861498 - -ENSG00000266590.1 AC090692.1 chr11 35860654 35860744 - -ENSG00000254919.1 RP11-698N11.2 chr11 35915051 35918739 - -ENSG00000179241.12 LDLRAD3 chr11 35943981 36232136 + -ENSG00000254672.1 RP5-916O11.3 chr11 35967010 35968676 - -ENSG00000255256.1 RP5-916O11.2 chr11 35972428 35989007 + -ENSG00000241228.1 RP5-916O11.1 chr11 35997226 35997675 - -ENSG00000263389.1 MIR3973 chr11 36010098 36010204 + -ENSG00000280321.1 RP11-1110F20.1 chr11 36196248 36197901 + -ENSG00000110442.11 COMMD9 chr11 36269284 36289449 - -ENSG00000135362.13 PRR5L chr11 36296288 36465204 + -ENSG00000254566.1 RP11-514F3.4 chr11 36321158 36323440 - -ENSG00000255186.1 RP11-514F3.5 chr11 36386521 36388250 + -ENSG00000255060.1 RP11-219O3.2 chr11 36425447 36426122 - -ENSG00000175104.14 TRAF6 chr11 36487027 36510272 - -ENSG00000280331.1 RP11-545D22.1 chr11 36510361 36510537 + -ENSG00000166349.9 RAG1 chr11 36510709 36593156 + -ENSG00000175097.7 RAG2 chr11 36575574 36598279 - -ENSG00000166352.15 C11orf74 chr11 36594493 36659290 + -ENSG00000254498.1 CTD-2119L1.1 chr11 36696317 36697867 + -ENSG00000275364.1 AC087174.1 chr11 37278322 37278417 + -ENSG00000251838.1 SNORA31 chr11 37702125 37702220 - -ENSG00000242834.1 RPL7AP56 chr11 37725666 37726456 + -ENSG00000254516.1 RP11-159D8.1 chr11 37938601 37954663 + -ENSG00000279004.1 RP11-159D8.2 chr11 38013510 38014141 - -ENSG00000254784.1 LRRC6P1 chr11 38211389 38212799 + -ENSG00000255477.1 RP11-63D14.1 chr11 38498995 38500186 + -ENSG00000255175.5 RP11-277K23.1 chr11 38618264 38646356 - -ENSG00000254562.5 LINC01493 chr11 38646476 38674241 + -ENSG00000240975.1 RP11-313M3.1 chr11 39161453 39161967 + -ENSG00000201591.1 RNU6-99P chr11 39261107 39261213 + -ENSG00000281643.1 AC027806.1 chr11 39730812 39730908 - -ENSG00000221804.1 AC021749.1 chr11 39861506 39861594 - -ENSG00000270588.1 RP11-810F22.1 chr11 39873782 39874388 + -ENSG00000255347.1 RP11-40H19.1 chr11 40083710 40084517 - -ENSG00000279675.1 RP11-454H19.2 chr11 40107244 40112599 - -ENSG00000148948.7 LRRC4C chr11 40114203 41459773 - -ENSG00000206806.1 Y_RNA chr11 40351564 40351672 + -ENSG00000254579.1 RP11-407P18.1 chr11 40445304 40447141 - -ENSG00000221357.1 AC104387.1 chr11 40759522 40759605 + -ENSG00000252922.1 RNU6-365P chr11 41122907 41123012 - -ENSG00000255132.1 RP11-63C8.1 chr11 41394595 41426504 + -ENSG00000255388.5 RP11-124G5.3 chr11 41518895 41714448 - -ENSG00000242729.1 RP11-124G5.1 chr11 41538434 41538986 + -ENSG00000255563.1 RP11-124G5.2 chr11 41660030 41660221 + -ENSG00000255171.5 LINC01499 chr11 41714568 41836442 + -ENSG00000254668.1 RP11-375D13.1 chr11 41797543 41797964 + -ENSG00000255279.1 RP11-375D13.4 chr11 41855920 41875997 + -ENSG00000254822.1 RP11-375D13.3 chr11 41876634 41877078 + -ENSG00000255300.5 RP11-148I19.1 chr11 41993385 42163851 - -ENSG00000274470.1 AC079917.1 chr11 42121101 42121168 - -ENSG00000255109.5 CTD-2572N17.1 chr11 42183292 42253712 - -ENSG00000254914.1 CTD-2537L20.1 chr11 42939775 42939998 + -ENSG00000271028.1 RP11-111A24.2 chr11 43063637 43065932 - -ENSG00000254725.1 RP11-111A24.1 chr11 43065686 43066076 - -ENSG00000251557.2 HNRNPKP3 chr11 43120762 43269393 - -ENSG00000166181.12 API5 chr11 43311963 43344529 + -ENSG00000254907.1 RP11-484D2.2 chr11 43328748 43359296 - -ENSG00000252652.1 Y_RNA chr11 43331261 43331356 + -ENSG00000052841.14 TTC17 chr11 43358932 43494933 + -ENSG00000255340.1 RP11-484D2.5 chr11 43378882 43385671 - -ENSG00000254577.1 RP11-484D2.4 chr11 43390283 43395495 + -ENSG00000252355.1 RN7SKP287 chr11 43435132 43435397 - -ENSG00000254463.1 RP11-484D2.3 chr11 43466392 43466871 + -ENSG00000213697.3 CTBP2P6 chr11 43522036 43523264 + -ENSG00000149084.11 HSD17B12 chr11 43556436 43856617 + -ENSG00000235661.2 MIR670HG chr11 43556758 43570395 + -ENSG00000211568.1 MIR670 chr11 43559656 43559753 + -ENSG00000199077.2 MIR129-2 chr11 43581380 43581487 + -ENSG00000243721.1 RPL23AP63 chr11 43718676 43719146 + -ENSG00000254512.1 PHBP2 chr11 43733759 43734564 + -ENSG00000246250.2 RP11-613D13.5 chr11 43829709 43880726 - -ENSG00000166199.12 ALKBH3 chr11 43880811 43920266 + -ENSG00000213693.4 SEC14L1P1 chr11 43897456 43899636 + -ENSG00000244926.6 ALKBH3-AS1 chr11 43909292 43920944 - -ENSG00000254409.1 RP11-613D13.4 chr11 43921059 44001157 + -ENSG00000187479.5 C11orf96 chr11 43925342 43944338 + -ENSG00000244953.1 RP11-613D13.8 chr11 43943787 43947206 - -ENSG00000205126.2 ACCSL chr11 44047981 44059977 + -ENSG00000110455.13 ACCS chr11 44065925 44084222 + -ENSG00000255165.1 CTD-2609K8.3 chr11 44071462 44072403 + -ENSG00000151348.13 EXT2 chr11 44095549 44245429 + -ENSG00000052850.5 ALX4 chr11 44260444 44310166 - -ENSG00000255451.1 RP11-58K22.1 chr11 44468464 44470429 + -ENSG00000255106.1 RP11-58K22.2 chr11 44539778 44540693 - -ENSG00000085117.11 CD82 chr11 44564427 44620363 + -ENSG00000254693.1 RP11-58K22.5 chr11 44604508 44605337 - -ENSG00000255092.1 RP11-58K22.4 chr11 44606170 44608101 - -ENSG00000244267.1 RPL34P22 chr11 44629357 44629674 + -ENSG00000275725.1 RP11-244C20.2 chr11 44656771 44656920 + -ENSG00000255079.1 RP11-45A12.1 chr11 44694863 44696301 - -ENSG00000255032.1 RP11-45A12.2 chr11 44719392 44736692 - -ENSG00000157570.11 TSPAN18 chr11 44726465 44932421 + -ENSG00000175274.18 TP53I11 chr11 44885903 44951306 - -ENSG00000254654.1 AC068858.1 chr11 44973902 44978028 + -ENSG00000019485.12 PRDM11 chr11 45095806 45235124 + -ENSG00000254664.1 CTD-2560E9.3 chr11 45215815 45235292 - -ENSG00000019505.7 SYT13 chr11 45240301 45286319 - -ENSG00000254497.1 CTD-2560E9.5 chr11 45253884 45254649 + -ENSG00000254427.1 RP11-430H10.1 chr11 45355371 45366121 + -ENSG00000255267.3 RP11-430H10.2 chr11 45371397 45388508 + -ENSG00000255041.1 RP11-430H10.4 chr11 45387215 45513802 - -ENSG00000254651.1 RP11-430H10.3 chr11 45399448 45400528 + -ENSG00000254746.5 RP11-958J22.1 chr11 45489689 45542474 - -ENSG00000255519.1 RP11-958J22.2 chr11 45514187 45514451 + -ENSG00000254514.1 RP11-958J22.3 chr11 45582525 45583474 + -ENSG00000175264.7 CHST1 chr11 45648877 45665622 - -ENSG00000255091.1 RP11-495O11.1 chr11 45651529 45652691 + -ENSG00000276639.1 MIR7154 chr11 45691704 45691776 - -ENSG00000254519.2 CTD-2210P24.1 chr11 45722308 45744250 + -ENSG00000255426.1 CTD-2210P24.2 chr11 45733994 45735766 - -ENSG00000255226.1 CTD-2210P24.3 chr11 45750823 45751871 - -ENSG00000205106.4 DKFZp779M0652 chr11 45771432 45772358 + -ENSG00000181830.8 SLC35C1 chr11 45804072 45813015 + -ENSG00000255447.1 CTD-2210P24.6 chr11 45813219 45825258 + -ENSG00000121671.11 CRY2 chr11 45847118 45883248 + -ENSG00000121653.11 MAPK8IP1 chr11 45885651 45906465 + -ENSG00000255498.1 RP11-618K13.2 chr11 45905941 45906461 - -ENSG00000234776.4 C11orf94 chr11 45906513 45907282 - -ENSG00000121680.15 PEX16 chr11 45909669 45918812 - -ENSG00000165905.16 GYLTL1B chr11 45921621 45929096 + -ENSG00000135365.15 PHF21A chr11 45929323 46121178 - -ENSG00000263539.1 AC024475.1 chr11 46113122 46113218 - -ENSG00000254653.1 RP11-702F3.1 chr11 46116578 46117318 + -ENSG00000254871.1 RP11-702F3.2 chr11 46142716 46143594 + -ENSG00000255314.1 RP11-702F3.3 chr11 46171947 46177105 + -ENSG00000255269.1 RP11-702F3.4 chr11 46213821 46215858 - -ENSG00000254639.1 CTD-2589M5.5 chr11 46238382 46239267 + -ENSG00000281554.1 Y_RNA chr11 46244159 46244273 + -ENSG00000255007.1 CTD-2589M5.4 chr11 46256355 46274547 - -ENSG00000157613.10 CREB3L1 chr11 46277661 46321422 + -ENSG00000149091.15 DGKZ chr11 46332905 46380554 + -ENSG00000264102.1 MIR4688 chr11 46376402 46376484 + -ENSG00000110492.15 MDK chr11 46380756 46383837 + -ENSG00000180720.7 CHRM4 chr11 46385098 46386608 - -ENSG00000110497.14 AMBRA1 chr11 46396414 46594125 - -ENSG00000244313.3 RP11-425L10.1 chr11 46428653 46429150 - -ENSG00000265014.1 MIR3160-1 chr11 46451805 46451889 - -ENSG00000180423.4 HARBI1 chr11 46602861 46617909 - -ENSG00000175224.16 ATG13 chr11 46617527 46674818 + -ENSG00000175220.11 ARHGAP1 chr11 46677080 46700615 - -ENSG00000175213.2 ZNF408 chr11 46700818 46705912 + -ENSG00000180210.14 F2 chr11 46719180 46739506 + -ENSG00000175216.14 CKAP5 chr11 46743048 46846308 - -ENSG00000263540.1 MIR5582 chr11 46753125 46753192 - -ENSG00000252427.1 SNORD67 chr11 46758766 46758873 - -ENSG00000212135.1 SNORD67 chr11 46762389 46762499 - -ENSG00000247675.6 LRP4-AS1 chr11 46846412 46874396 + -ENSG00000134569.9 LRP4 chr11 46856868 46918642 - -ENSG00000149179.13 C11orf49 chr11 46936689 47164385 + -ENSG00000271350.1 CTD-2384B9.1 chr11 47041027 47041945 - -ENSG00000255520.1 RP11-390K5.3 chr11 47123104 47130801 - -ENSG00000149182.14 ARFGAP2 chr11 47164299 47177125 - -ENSG00000270060.1 RP11-390K5.6 chr11 47168281 47169563 - -ENSG00000165912.15 PACSIN3 chr11 47177525 47186443 - -ENSG00000275208.1 MIR6745 chr11 47179611 47179737 - -ENSG00000243802.2 RP11-390K5.1 chr11 47191181 47191542 - -ENSG00000134574.11 DDB2 chr11 47214465 47239240 + -ENSG00000256897.1 RP11-17G12.2 chr11 47220218 47221751 - -ENSG00000134575.9 ACP2 chr11 47239302 47248906 - -ENSG00000025434.18 NR1H3 chr11 47248300 47269032 + -ENSG00000110514.18 MADD chr11 47269161 47330031 + -ENSG00000256746.5 RP11-17G12.3 chr11 47270657 47272110 - -ENSG00000134571.10 MYBPC3 chr11 47331397 47352702 - -ENSG00000066336.11 SPI1 chr11 47354860 47378576 - -ENSG00000255197.5 RP11-750H9.5 chr11 47383148 47409190 - -ENSG00000264583.1 MIR4487 chr11 47400970 47401042 + -ENSG00000165915.13 SLC39A13 chr11 47407132 47416501 + -ENSG00000165916.8 PSMC3 chr11 47418769 47426473 - -ENSG00000165917.9 RAPSN chr11 47437757 47449178 - -ENSG00000149187.17 CELF1 chr11 47465944 47565569 - -ENSG00000265467.1 AC090559.1 chr11 47485822 47485913 - -ENSG00000270072.1 RP11-750H9.7 chr11 47513605 47514889 - -ENSG00000265559.2 RN7SL652P chr11 47557534 47557833 - -ENSG00000213619.9 NDUFS3 chr11 47565336 47584562 + -ENSG00000110536.13 PTPMT1 chr11 47565430 47573461 + -ENSG00000123444.13 KBTBD4 chr11 47572197 47579015 - -ENSG00000200376.1 RNU5E-10P chr11 47576471 47576588 - -ENSG00000231880.2 RP11-76I23.7 chr11 47577725 47578277 + -ENSG00000196666.4 FAM180B chr11 47586693 47589194 + -ENSG00000172247.3 C1QTNF4 chr11 47589664 47594659 - -ENSG00000280615.1 Y_RNA chr11 47614898 47614994 - -ENSG00000109919.9 MTCH2 chr11 47617315 47642623 - -ENSG00000165923.15 AGBL2 chr11 47659591 47715389 - -ENSG00000109920.12 FNBP4 chr11 47716517 47767443 - -ENSG00000200090.1 Y_RNA chr11 47726894 47726992 - -ENSG00000030066.13 NUP160 chr11 47778087 47848555 - -ENSG00000271543.1 RP11-692M12.5 chr11 47796169 47796379 + -ENSG00000252941.1 RNA5SP340 chr11 47804296 47804402 - -ENSG00000252874.2 Y_RNA chr11 47820200 47820289 - -ENSG00000271557.1 YPEL5P2 chr11 47841324 47841682 + -ENSG00000254780.1 RP11-793I11.1 chr11 47905323 47905607 - -ENSG00000149177.12 PTPRJ chr11 47980558 48170841 + -ENSG00000254879.1 PTPRJ-AS1 chr11 48014406 48015855 - -ENSG00000263693.1 MIR3161 chr11 48096782 48096858 + -ENSG00000175619.2 OR4B1 chr11 48216792 48217762 + -ENSG00000255514.1 OR4B2P chr11 48227429 48228310 + -ENSG00000172208.5 OR4X2 chr11 48245056 48246080 + -ENSG00000279556.1 OR4X2 chr11 48245104 48246015 + -ENSG00000176567.1 OR4X1 chr11 48263861 48264778 + -ENSG00000279260.1 OR4X1 chr11 48263861 48264778 + -ENSG00000176555.1 OR4S1 chr11 48306223 48307152 + -ENSG00000176547.8 OR4C3 chr11 48324920 48328471 + -ENSG00000197161.7 OR4C4P chr11 48345351 48352447 - -ENSG00000176540.3 OR4C5 chr11 48365485 48366465 - -ENSG00000182565.8 OR4C2P chr11 48420210 48421273 + -ENSG00000184789.6 OR4C10P chr11 48432217 48433147 - -ENSG00000254925.1 OR4C9P chr11 48464053 48464977 - -ENSG00000255215.1 OR4R1P chr11 48486363 48486825 - -ENSG00000237388.2 OR4A47 chr11 48488717 48489780 + -ENSG00000255113.1 OR4A48P chr11 48492026 48492416 + -ENSG00000255304.1 OR4A46P chr11 48496348 48497280 + -ENSG00000254832.1 OR4A40P chr11 48512273 48513220 + -ENSG00000255534.1 OR4A43P chr11 48526064 48526971 + -ENSG00000213607.4 OR4A45P chr11 48579436 48580336 + -ENSG00000255297.1 OR4A41P chr11 48589760 48590687 + -ENSG00000254674.1 OR4A42P chr11 48610063 48611000 + -ENSG00000255053.1 OR4A44P chr11 48627546 48628493 + -ENSG00000255551.1 RP11-56P9.5 chr11 48880111 48885237 + -ENSG00000254728.1 RP11-56P9.10 chr11 48881723 48902181 - -ENSG00000254920.1 RP11-56P9.6 chr11 48893256 48898703 + -ENSG00000255527.1 RP11-56P9.4 chr11 48907103 48908946 + -ENSG00000249910.3 TRIM51CP chr11 48945694 48951895 + -ENSG00000254517.1 RP11-56P9.8 chr11 48959928 48961810 + -ENSG00000220948.4 TRIM51GP chr11 48975501 48981695 - -ENSG00000254764.1 TRIM53CP chr11 48985871 48991881 - -ENSG00000205044.3 RP11-56P9.11 chr11 49013943 49015894 - -ENSG00000182053.12 TRIM49B chr11 49027501 49038451 + -ENSG00000214891.8 TRIM64C chr11 49053714 49059112 - -ENSG00000276637.1 CTD-2132H18.5 chr11 49067610 49069301 + -ENSG00000254801.1 CTD-2132H18.3 chr11 49070752 49071000 - -ENSG00000229361.5 UBTFL7 chr11 49081907 49083097 + -ENSG00000255452.1 RP11-107P7.1 chr11 49092404 49092767 + -ENSG00000254412.1 RP11-107P7.6 chr11 49098163 49101168 - -ENSG00000255338.1 RP11-107P7.2 chr11 49110756 49111220 + -ENSG00000254993.1 TRIM77BP chr11 49117019 49124570 - -ENSG00000254567.2 UBTFL9 chr11 49133653 49134800 - -ENSG00000086205.16 FOLH1 chr11 49146635 49208670 - -ENSG00000255532.1 CTD-2026G22.1 chr11 49305714 49379669 + -ENSG00000123447.6 TYRL chr11 49405091 49415789 - -ENSG00000254496.1 CBX3P8 chr11 49406190 49406714 + -ENSG00000226268.3 RP11-61N20.3 chr11 49433480 49434438 - -ENSG00000205035.8 RP11-707M1.1 chr11 49558546 49810419 + -ENSG00000254487.2 RP11-707M1.7 chr11 49817778 49825553 + -ENSG00000255268.2 RP11-707M1.9 chr11 49824839 49826724 - -ENSG00000219061.4 TRIM51FP chr11 49833140 49839320 - -ENSG00000265973.1 RP11-163O19.16 chr11 49843488 49846533 - -ENSG00000254714.1 RP11-163O19.1 chr11 49850629 49862528 + -ENSG00000255550.1 RP11-163O19.11 chr11 49854080 49859402 - -ENSG00000255214.1 RP11-163O19.10 chr11 49871826 49874067 - -ENSG00000255190.2 TRIM51DP chr11 49874945 49876638 + -ENSG00000254800.2 RP11-163O19.3 chr11 49882999 49884093 + -ENSG00000255111.1 RP11-163O19.8 chr11 49892262 49893777 - -ENSG00000254408.1 OR4A1P chr11 49898267 49899186 - -ENSG00000254472.1 OR4A49P chr11 49915013 49915644 - -ENSG00000254637.1 OR4A18P chr11 49917391 49918478 - -ENSG00000254940.1 OR4A19P chr11 49920312 49921414 - -ENSG00000254624.1 OR4R3P chr11 49923049 49923886 + -ENSG00000258817.1 OR4C13 chr11 49952391 49953419 + -ENSG00000221954.2 OR4C12 chr11 49981473 49982535 - -ENSG00000260811.1 OR4C45 chr11 50032874 50033794 + -ENSG00000260595.1 OR4C49P chr11 50053410 50054309 - -ENSG00000255199.2 GTF2IP11 chr11 50100892 50102898 - -ENSG00000255442.1 RP11-347H15.1 chr11 50170156 50190441 + -ENSG00000236919.3 RP11-347H15.6 chr11 50246554 50247761 - -ENSG00000255500.2 RP11-347H15.2 chr11 50268161 50269273 + -ENSG00000255042.1 RP11-347H15.5 chr11 50287661 50295334 - -ENSG00000255001.1 RP11-347H15.3 chr11 50290749 50290933 + -ENSG00000254518.1 RP11-347H15.4 chr11 50298579 50304656 + -ENSG00000254840.1 RP11-574M7.1 chr11 50307681 50361706 + -ENSG00000214883.4 RP11-574M7.2 chr11 50409042 50422316 + -ENSG00000237610.1 OR4C50P chr11 54591480 54592409 + -ENSG00000185926.1 OR4C46 chr11 54603069 54603998 - -ENSG00000255312.1 OR4C7P chr11 54635037 54635955 - -ENSG00000255560.1 OR4R2P chr11 54657120 54657716 - -ENSG00000254769.3 OR4A4P chr11 54659666 54660595 + -ENSG00000254464.1 OR4A3P chr11 54662580 54663450 + -ENSG00000227547.3 OR4A2P chr11 54667298 54668210 + -ENSG00000225997.1 OR4A8 chr11 54682877 54683821 + -ENSG00000255349.1 OR4A7P chr11 54692450 54693359 + -ENSG00000221840.3 OR4A5 chr11 54706885 54707832 + -ENSG00000255078.1 OR4A6P chr11 54724847 54725816 + -ENSG00000264637.1 AC110283.1 chr11 54855186 54855271 + -ENSG00000150244.11 TRIM48 chr11 55262182 55271119 + -ENSG00000255543.1 RP11-72M10.2 chr11 55267408 55267636 + -ENSG00000255283.3 RP11-72M10.4 chr11 55279447 55284749 - -ENSG00000255110.1 RP11-72M10.8 chr11 55279949 55280289 + -ENSG00000254696.1 RP11-72M10.7 chr11 55282502 55282977 + -ENSG00000166007.11 TRIM51HP chr11 55291883 55298270 - -ENSG00000254828.1 RP11-72M10.5 chr11 55302290 55305060 - -ENSG00000254663.1 OR4A11P chr11 55318560 55319465 + -ENSG00000254723.1 OR4A12P chr11 55325756 55326673 + -ENSG00000181961.3 OR4A16 chr11 55343201 55344187 + -ENSG00000181958.3 OR4A15 chr11 55367884 55368918 + -ENSG00000254891.1 OR4A9P chr11 55388529 55389472 + -ENSG00000255077.1 OR4X7P chr11 55411526 55411717 + -ENSG00000255493.1 RP11-131J4.12 chr11 55430487 55430994 + -ENSG00000254886.1 OR4A10P chr11 55431957 55432367 + -ENSG00000255196.1 OR4A17P chr11 55444435 55445338 + -ENSG00000181950.3 OR4A13P chr11 55466771 55467712 + -ENSG00000255294.1 OR4A50P chr11 55475943 55476428 + -ENSG00000254962.1 OR4A14P chr11 55477551 55478509 + -ENSG00000181943.4 OR4A21P chr11 55491152 55492142 + -ENSG00000254576.1 OR4C1P chr11 55509741 55510671 + -ENSG00000233301.1 OR4C14P chr11 55537002 55537924 + -ENSG00000181939.2 OR4C15 chr11 55554307 55555419 + -ENSG00000181935.3 OR4C16 chr11 55572128 55573060 + -ENSG00000279514.1 OR4C16 chr11 55572128 55573060 + -ENSG00000172188.4 OR4C11 chr11 55603354 55604398 - -ENSG00000181927.2 OR4P4 chr11 55638358 55639296 + -ENSG00000174982.2 OR4S2 chr11 55650904 55651839 + -ENSG00000181903.4 OR4C6 chr11 55665167 55666096 + -ENSG00000254841.1 OR4V1P chr11 55673536 55674675 + -ENSG00000188439.3 OR4P1P chr11 55683239 55684374 + -ENSG00000254804.1 RP11-674C21.9 chr11 55684141 55686160 - -ENSG00000254457.1 OR5D2P chr11 55714996 55715632 + -ENSG00000186886.6 OR5D3P chr11 55726118 55727158 + -ENSG00000181837.6 OR5D17P chr11 55754976 55755953 + -ENSG00000198877.1 OR5D13 chr11 55773438 55774382 + -ENSG00000279761.1 OR5D13 chr11 55773438 55774382 + -ENSG00000255019.1 OR5D15P chr11 55786964 55787905 + -ENSG00000186113.1 OR5D14 chr11 55795556 55796500 + -ENSG00000279395.1 OR5L1 chr11 55811367 55812476 + -ENSG00000186117.3 OR5L1 chr11 55811467 55812402 + -ENSG00000186119.7 OR5D18 chr11 55819630 55820571 + -ENSG00000205030.1 OR5L2 chr11 55827219 55828154 + -ENSG00000205029.1 OR5D16 chr11 55838752 55839738 + -ENSG00000186124.3 OR9M1P chr11 55855592 55856512 + -ENSG00000255204.1 RP11-738O11.9 chr11 55863932 55881243 + -ENSG00000255499.1 RP11-738O11.12 chr11 55865709 55865820 + -ENSG00000254547.1 RP11-738O11.13 chr11 55867569 55874537 - -ENSG00000124900.12 TRIM51 chr11 55883297 55891810 + -ENSG00000227806.1 OR5W1P chr11 55903341 55904278 - -ENSG00000187612.1 OR5W2 chr11 55913650 55914582 - -ENSG00000167825.3 OR5I1 chr11 55935456 55936400 - -ENSG00000255416.1 OR10AF1P chr11 55948120 55948924 - -ENSG00000254807.1 OR10AK1P chr11 55957216 55957630 - -ENSG00000174970.3 OR10AG1 chr11 55967558 55968463 - -ENSG00000214880.3 OR7E5P chr11 55979398 55980103 - -ENSG00000149133.1 OR5F1 chr11 55993681 55994625 - -ENSG00000182365.4 OR5F2P chr11 56015017 56015957 - -ENSG00000181785.1 OR5AS1 chr11 56030419 56031393 + -ENSG00000184741.5 OR5AQ1P chr11 56054364 56055299 + -ENSG00000181780.4 OR5J1P chr11 56071111 56072049 + -ENSG00000225538.1 OR5BE1P chr11 56082801 56083739 + -ENSG00000172154.8 OR8I2 chr11 56093308 56094240 + -ENSG00000254524.1 OR8I4P chr11 56097244 56097384 - -ENSG00000181767.2 OR8H2 chr11 56105018 56106055 + -ENSG00000255140.1 OR5BN2P chr11 56116639 56117256 - -ENSG00000181761.5 OR8H3 chr11 56122373 56123311 + -ENSG00000254848.1 OR5BN1P chr11 56132666 56133494 - -ENSG00000167822.1 OR8J3 chr11 56136771 56137718 - -ENSG00000254947.1 OR8K4P chr11 56142516 56143387 - -ENSG00000181752.3 OR8K5 chr11 56159394 56160317 - -ENSG00000255217.1 OR5J7P chr11 56165500 56165921 + -ENSG00000174957.1 OR5J2 chr11 56176618 56177556 + -ENSG00000230213.1 OR8V1P chr11 56188379 56189251 - -ENSG00000213604.4 RP11-444K7.8 chr11 56205125 56205625 - -ENSG00000254658.2 OR8J2 chr11 56210873 56211820 - -ENSG00000181718.5 OR5T2 chr11 56232106 56233185 - -ENSG00000172489.5 OR5T3 chr11 56252200 56253222 + -ENSG00000181698.3 OR5T1 chr11 56275639 56276619 + -ENSG00000181693.7 OR8H1 chr11 56290053 56291090 - -ENSG00000255461.1 OR8I1P chr11 56296541 56297471 - -ENSG00000181689.1 OR8K3 chr11 56318307 56319245 + -ENSG00000280314.1 OR8K3 chr11 56318307 56319245 + -ENSG00000254722.1 FAM8A2P chr11 56331347 56332488 - -ENSG00000255134.1 OR8K2P chr11 56335142 56336068 + -ENSG00000150261.3 OR8K1 chr11 56346039 56346998 + -ENSG00000242208.1 RPL5P29 chr11 56357328 56358221 + -ENSG00000172487.3 OR8J1 chr11 56360215 56361288 + -ENSG00000172199.1 OR8U1 chr11 56375624 56376553 + -ENSG00000254903.1 OR8L1P chr11 56381635 56382589 + -ENSG00000255466.1 OR5AL2P chr11 56393729 56394648 + -ENSG00000272987.1 OR5AL1 chr11 56412696 56413680 + -ENSG00000181395.6 OR5AL1 chr11 56412744 56413668 + -ENSG00000174942.1 OR5R1 chr11 56417258 56418232 - -ENSG00000279961.1 OR5R1 chr11 56417258 56418232 - -ENSG00000230416.3 OR5M4P chr11 56448668 56449592 + -ENSG00000150269.1 OR5M9 chr11 56462469 56463401 - -ENSG00000174937.3 OR5M3 chr11 56469574 56470497 - -ENSG00000254752.1 OR5M2P chr11 56479492 56480427 - -ENSG00000181371.3 OR5M8 chr11 56490435 56491370 - -ENSG00000254411.1 CTD-3051L14.13 chr11 56495760 56496412 + -ENSG00000254490.1 OR5M7P chr11 56500300 56501271 - -ENSG00000254660.1 CTD-3051L14.14 chr11 56509573 56510195 + -ENSG00000254603.1 OR5M6P chr11 56512235 56513171 - -ENSG00000185701.7 OR5M5P chr11 56526568 56527503 - -ENSG00000255223.3 OR5M11 chr11 56542340 56543257 - -ENSG00000254834.3 OR5M10 chr11 56576774 56577721 - -ENSG00000166693.7 OR5M13P chr11 56597426 56598362 - -ENSG00000255012.1 OR5M1 chr11 56612555 56613502 - -ENSG00000255172.2 OR5AM1P chr11 56619779 56620810 - -ENSG00000197866.3 OR5M12P chr11 56628932 56629860 + -ENSG00000254795.1 OR5AP1P chr11 56633164 56634103 - -ENSG00000172464.2 OR5AP2 chr11 56641466 56642471 - -ENSG00000172459.3 OR5AR1 chr11 56663662 56664687 + -ENSG00000279911.1 OR5AR1 chr11 56663686 56664618 + -ENSG00000232511.3 OR2AH1P chr11 56669017 56669944 - -ENSG00000238041.3 RP11-59K5.1 chr11 56690465 56690723 + -ENSG00000174914.1 OR9G1 chr11 56700388 56701305 + -ENSG00000254953.1 RP11-100N3.2 chr11 56736316 56736462 - -ENSG00000181325.7 OR9G3P chr11 56740179 56741096 + -ENSG00000172457.5 OR9G4 chr11 56742827 56743811 - -ENSG00000274770.1 MIR6128 chr11 56743873 56743981 + -ENSG00000254825.1 OR9G2P chr11 56751023 56751902 - -ENSG00000181296.3 OR5G1P chr11 56775261 56776206 - -ENSG00000255485.1 OR5G4P chr11 56790206 56790965 - -ENSG00000205025.8 OR5G5P chr11 56801856 56820422 - -ENSG00000241356.1 OR5G3 chr11 56819576 56820504 - -ENSG00000255433.5 AP000479.1 chr11 56848478 56878078 + -ENSG00000274150.1 FADS2P1 chr11 56890613 56927885 + -ENSG00000181282.4 OR5AK3P chr11 56970850 56972146 + -ENSG00000181273.2 OR5AK2 chr11 56988872 56989867 + -ENSG00000255083.1 OR5AK1P chr11 57018100 57018886 + -ENSG00000273228.1 OR5BQ1P chr11 57029408 57029722 + -ENSG00000224196.1 OR5AK4P chr11 57037437 57037534 + -ENSG00000272676.1 OR5AO1P chr11 57045091 57045390 + -ENSG00000273255.1 OR5BP1P chr11 57055587 57056132 + -ENSG00000281575.1 AP001786.1 chr11 57137920 57138064 - -ENSG00000183908.5 LRRC55 chr11 57181747 57191717 + -ENSG00000134817.10 APLNR chr11 57233577 57237314 - -ENSG00000149115.13 TNKS1BP1 chr11 57299638 57324952 - -ENSG00000254662.1 RP11-872D17.4 chr11 57325603 57327958 + -ENSG00000149136.7 SSRP1 chr11 57325985 57335877 - -ENSG00000109991.8 P2RX3 chr11 57338374 57370600 + -ENSG00000266018.1 AP000781.1 chr11 57359722 57359821 + -ENSG00000156575.2 PRG3 chr11 57376769 57381150 - -ENSG00000186652.9 PRG2 chr11 57386794 57390657 - -ENSG00000254979.5 RP11-872D17.8 chr11 57387365 57424059 - -ENSG00000134802.17 SLC43A3 chr11 57406954 57427580 - -ENSG00000252070.1 RNA5SP341 chr11 57450183 57450299 + -ENSG00000222998.1 RN7SKP259 chr11 57451690 57452022 + -ENSG00000186907.7 RTN4RL2 chr11 57460549 57477534 + -ENSG00000255301.1 RP11-624G17.3 chr11 57476493 57477534 - -ENSG00000149150.8 SLC43A1 chr11 57484534 57515786 - -ENSG00000280581.1 Y_RNA chr11 57510559 57510644 + -ENSG00000265566.2 RN7SL605P chr11 57528085 57528365 - -ENSG00000134809.8 TIMM10 chr11 57528463 57530803 - -ENSG00000214872.8 SMTNL1 chr11 57542641 57550274 + -ENSG00000156587.15 UBE2L6 chr11 57551656 57568284 - -ENSG00000240371.1 RPS4XP13 chr11 57576292 57577080 - -ENSG00000149131.15 SERPING1 chr11 57597387 57614853 + -ENSG00000254602.1 AP000662.4 chr11 57638024 57652790 + -ENSG00000208009.1 MIR130A chr11 57641198 57641286 + -ENSG00000166793.10 YPEL4 chr11 57645087 57649944 - -ENSG00000172409.5 CLP1 chr11 57648992 57661868 + -ENSG00000156599.10 ZDHHC5 chr11 57667747 57701187 + -ENSG00000156603.14 MED19 chr11 57703714 57712221 - -ENSG00000213593.9 TMX2 chr11 57712600 57740973 + -ENSG00000254462.1 TMX2-CTNND1 chr11 57712605 57791586 + -ENSG00000213592.4 AP000662.9 chr11 57718044 57718530 - -ENSG00000211450.9 C11orf31 chr11 57741250 57743554 + -ENSG00000254732.1 RP11-691N7.6 chr11 57742163 57793243 + -ENSG00000233436.7 BTBD18 chr11 57743514 57751781 - -ENSG00000198561.12 CTNND1 chr11 57753243 57819546 + -ENSG00000255303.1 OR5BA1P chr11 57866298 57867279 - -ENSG00000255266.1 RP11-734C14.2 chr11 57870322 57870571 - -ENSG00000180714.3 OR5AZ1P chr11 57917297 57918239 - -ENSG00000254749.1 OR5BD1P chr11 57945598 57946414 - -ENSG00000254601.1 CYCSP26 chr11 58005386 58005705 + -ENSG00000186509.4 OR9Q1 chr11 58023881 58181616 + -ENSG00000200817.1 RNU6-899P chr11 58026706 58026812 - -ENSG00000279051.3 OR6Q1 chr11 58030930 58031931 + -ENSG00000172381.4 OR6Q1 chr11 58030953 58031906 + -ENSG00000236541.1 VN2R9P chr11 58040708 58041660 - -ENSG00000255146.1 RP11-659P15.1 chr11 58044110 58060138 - -ENSG00000254853.1 RP11-659P15.2 chr11 58072378 58075438 - -ENSG00000255131.2 OR9L1P chr11 58077348 58078603 - -ENSG00000272685.1 OR9I3P chr11 58108720 58109661 - -ENSG00000172377.1 OR9I1 chr11 58118500 58119444 - -ENSG00000186508.4 OR9I2P chr11 58144495 58145397 + -ENSG00000272569.1 OR5BL1P chr11 58171098 58171721 + -ENSG00000186513.2 OR9Q2 chr11 58190434 58191518 + -ENSG00000197887.3 OR1S2 chr11 58203202 58204181 - -ENSG00000172774.7 OR1S1 chr11 58214745 58215722 + -ENSG00000280204.1 OR1S1 chr11 58214745 58215723 + -ENSG00000180475.4 OR10Q1 chr11 58227882 58228918 - -ENSG00000254589.1 EIF4A2P3 chr11 58242043 58243097 - -ENSG00000172772.3 OR10W1 chr11 58266792 58268260 - -ENSG00000272900.1 OR10Q2P chr11 58291826 58292765 - -ENSG00000255218.1 OR5BC1P chr11 58317637 58318375 - -ENSG00000255431.1 OR5B19P chr11 58343737 58344664 - -ENSG00000255096.2 OR5B10P chr11 58348989 58349630 - -ENSG00000255333.1 AP000435.3 chr11 58354004 58354499 - -ENSG00000197786.3 OR5B17 chr11 58358124 58359069 - -ENSG00000233499.1 OR5B1P chr11 58365836 58366763 - -ENSG00000273408.1 OR5B15P chr11 58387583 58388486 - -ENSG00000172769.2 OR5B3 chr11 58402464 58403409 - -ENSG00000172365.2 OR5B2 chr11 58422265 58423313 - -ENSG00000172362.2 OR5B12 chr11 58439120 58440173 - -ENSG00000255299.5 RP11-655C2.3 chr11 58497888 58505758 - -ENSG00000198283.2 OR5B21 chr11 58507175 58508105 - -ENSG00000110031.12 LPXN chr11 58526871 58578220 - -ENSG00000186660.14 ZFP91 chr11 58579111 58621042 + -ENSG00000255073.8 ZFP91-CNTF chr11 58579172 58624639 + -ENSG00000269570.2 CMB9-55A18.1 chr11 58611119 58612642 - -ENSG00000242689.2 CNTF chr11 58622673 58625733 + -ENSG00000280010.1 AP001350.4 chr11 58627435 58628528 + -ENSG00000149124.10 GLYAT chr11 58640426 58731974 - -ENSG00000265783.1 AP000445.3 chr11 58665801 58665893 + -ENSG00000197254.4 AP000445.1 chr11 58685086 58691861 + -ENSG00000254926.1 AP000445.2 chr11 58748999 58761053 - -ENSG00000255265.1 TMA16P1 chr11 58796237 58796854 - -ENSG00000156689.6 GLYATL2 chr11 58834065 58904215 - -ENSG00000254717.2 GLYATL1P2 chr11 58878302 58893460 + -ENSG00000166840.13 GLYATL1 chr11 58905398 59043527 + -ENSG00000255523.1 RP11-780O24.2 chr11 58917015 58928689 - -ENSG00000255240.5 RP11-142C4.6 chr11 58933643 59058659 - -ENSG00000254877.1 RP11-142C4.4 chr11 58967596 58968291 - -ENSG00000255189.1 GLYATL1P1 chr11 58978787 58994120 + -ENSG00000254786.1 RP11-142C4.5 chr11 58995439 58999689 - -ENSG00000254399.2 GLYATL1P4 chr11 59042737 59050971 + -ENSG00000255151.2 GLYATL1P3 chr11 59086307 59094786 + -ENSG00000189057.10 FAM111B chr11 59107185 59127410 + -ENSG00000245571.6 AP001258.4 chr11 59130133 59143015 - -ENSG00000255381.1 AP001258.5 chr11 59142121 59142610 - -ENSG00000166801.15 FAM111A chr11 59142748 59155039 + -ENSG00000110042.7 DTX4 chr11 59171430 59208587 + -ENSG00000197629.5 MPEG1 chr11 59208510 59212951 - -ENSG00000263999.2 RN7SL42P chr11 59214406 59214699 - -ENSG00000225802.3 WARSP1 chr11 59255360 59259486 + -ENSG00000254799.1 SLC25A47P1 chr11 59263389 59263802 - -ENSG00000214797.3 RP11-1036E20.9 chr11 59268876 59284033 - -ENSG00000254704.3 RP11-1036E20.7 chr11 59287339 59289486 - -ENSG00000263944.2 RN7SL435P chr11 59291052 59291333 - -ENSG00000235678.3 OR5AN2P chr11 59309681 59310576 - -ENSG00000255386.1 OR5BR1P chr11 59332757 59334086 - -ENSG00000176495.2 OR5AN1 chr11 59364412 59365448 + -ENSG00000198261.3 OR5BB1P chr11 59391354 59392292 - -ENSG00000172324.4 OR5A2 chr11 59421943 59422976 - -ENSG00000172320.2 OR5A1 chr11 59443144 59444194 + -ENSG00000166884.2 OR4D6 chr11 59456938 59457991 + -ENSG00000254466.1 OR4D10 chr11 59477373 59478396 + -ENSG00000204989.3 OR4D8P chr11 59491652 59492581 + -ENSG00000176200.1 OR4D11 chr11 59503576 59504511 + -ENSG00000172742.4 OR4D9 chr11 59514913 59515857 + -ENSG00000254770.1 OR4D7P chr11 59531754 59532695 + -ENSG00000255008.2 AP000442.4 chr11 59561146 59566074 - -ENSG00000110048.11 OSBP chr11 59574398 59616144 - -ENSG00000264559.1 MIR3162 chr11 59595077 59595158 - -ENSG00000255139.1 AP000442.1 chr11 59616429 59639861 + -ENSG00000166889.13 PATL1 chr11 59636716 59668980 - -ENSG00000255355.1 AP000640.2 chr11 59669312 59676041 + -ENSG00000223223.1 RN7SKP192 chr11 59706057 59706383 - -ENSG00000172289.2 OR10V1 chr11 59712823 59713864 - -ENSG00000166900.14 STX3 chr11 59713456 59805882 + -ENSG00000254403.1 OR10Y1P chr11 59728519 59729492 + -ENSG00000254743.1 OR10V3P chr11 59741325 59742049 + -ENSG00000255538.1 OR10V2P chr11 59748811 59749574 + -ENSG00000254477.1 AP000640.10 chr11 59753015 59754975 - -ENSG00000234964.4 FABP5P7 chr11 59781318 59781722 - -ENSG00000166902.4 MRPL16 chr11 59806135 59810872 - -ENSG00000134812.7 GIF chr11 59829268 59845501 - -ENSG00000134827.7 TCN1 chr11 59852800 59866575 - -ENSG00000270929.1 SRD5A3P1 chr11 59898185 59899133 + -ENSG00000214788.2 OOSP1 chr11 59938455 59995845 + -ENSG00000255393.1 RP11-736I10.1 chr11 60024908 60031077 + -ENSG00000149507.6 OOSP2 chr11 60040275 60048044 + -ENSG00000149516.13 MS4A3 chr11 60056587 60071128 + -ENSG00000255331.1 RP11-736I10.2 chr11 60077350 60078401 + -ENSG00000149534.8 MS4A2 chr11 60088261 60098466 + -ENSG00000254952.1 AP001257.1 chr11 60159687 60160822 - -ENSG00000110077.14 MS4A6A chr11 60172014 60184666 - -ENSG00000214787.8 MS4A4E chr11 60201253 60243088 - -ENSG00000275344.1 MIR6503 chr11 60209071 60209156 - -ENSG00000110079.16 MS4A4A chr11 60280541 60308972 + -ENSG00000166926.8 MS4A6E chr11 60334831 60396596 + -ENSG00000166927.12 MS4A7 chr11 60378482 60395951 + -ENSG00000166928.10 MS4A14 chr11 60378530 60417756 + -ENSG00000166930.6 MS4A5 chr11 60429589 60455214 + -ENSG00000156738.17 MS4A1 chr11 60455752 60470760 + -ENSG00000071203.9 MS4A12 chr11 60492778 60507430 + -ENSG00000204979.7 MS4A13 chr11 60515413 60542721 + -ENSG00000181995.11 LINC00301 chr11 60615736 60687149 + -ENSG00000166959.7 MS4A8 chr11 60699574 60715811 + -ENSG00000214782.7 MS4A18 chr11 60729304 60744212 + -ENSG00000166961.14 MS4A15 chr11 60756953 60776732 + -ENSG00000172689.1 MS4A10 chr11 60785348 60801305 + -ENSG00000255845.1 RP11-804A23.1 chr11 60813932 60821739 - -ENSG00000255959.1 RP11-804A23.2 chr11 60835996 60842965 - -ENSG00000256813.1 RP11-804A23.4 chr11 60841806 60851081 - -ENSG00000110104.11 CCDC86 chr11 60842071 60851081 + -ENSG00000183134.4 PTGDR2 chr11 60850940 60855971 - -ENSG00000149506.10 ZP1 chr11 60867562 60875693 + -ENSG00000110107.8 PRPF19 chr11 60890730 60906588 - -ENSG00000257052.1 RP11-881M11.2 chr11 60906789 60909742 + -ENSG00000256944.1 RP11-881M11.1 chr11 60913166 60914052 - -ENSG00000110108.9 TMEM109 chr11 60913874 60923443 + -ENSG00000256196.1 RP11-881M11.4 chr11 60918469 60925397 - -ENSG00000006118.14 TMEM132A chr11 60924463 60937159 + -ENSG00000110446.9 SLC15A3 chr11 60937083 60952530 - -ENSG00000013725.14 CD6 chr11 60971680 61020377 + -ENSG00000207153.1 RNU6-933P chr11 60985061 60985167 - -ENSG00000256733.1 RP11-881M11.8 chr11 61055737 61067535 + -ENSG00000110448.10 CD5 chr11 61102395 61127852 + -ENSG00000167987.10 VPS37C chr11 61130256 61161617 - -ENSG00000279549.1 AP000437.3 chr11 61143380 61145464 - -ENSG00000229859.8 PGA3 chr11 61203307 61213098 + -ENSG00000229183.8 PGA4 chr11 61222216 61231927 + -ENSG00000256220.1 CTD-2331C18.5 chr11 61227168 61248533 + -ENSG00000256713.7 PGA5 chr11 61241042 61251448 + -ENSG00000167992.12 VWCE chr11 61258286 61295424 - -ENSG00000167986.13 DDB1 chr11 61299451 61342596 - -ENSG00000149476.14 TKFC chr11 61333210 61353295 + -ENSG00000162144.9 CYB561A3 chr11 61348745 61362299 - -ENSG00000279246.1 RP11-286N22.14 chr11 61352244 61354477 + -ENSG00000149483.11 TMEM138 chr11 61362001 61369509 + -ENSG00000187049.9 TMEM216 chr11 61391687 61398863 + -ENSG00000149532.15 CPSF7 chr11 61402641 61430031 - -ENSG00000279632.1 RP11-286N22.6 chr11 61426448 61427325 - -ENSG00000256591.5 RP11-286N22.8 chr11 61429220 61485822 + -ENSG00000167985.6 SDHAF2 chr11 61430042 61447529 + -ENSG00000240823.3 RN7SL23P chr11 61444149 61444423 + -ENSG00000162148.10 PPP1R32 chr11 61481120 61490931 + -ENSG00000255931.1 RP11-286N22.10 chr11 61496440 61500076 + -ENSG00000266006.1 MIR4488 chr11 61508596 61508657 + -ENSG00000204950.3 LRRC10B chr11 61508800 61511018 + -ENSG00000011347.9 SYT7 chr11 61515313 61581148 - -ENSG00000279878.1 RP11-286N22.16 chr11 61525708 61526602 - -ENSG00000256443.1 RP11-794G24.1 chr11 61539516 61542259 - -ENSG00000250230.2 RP11-855O10.2 chr11 61588494 61607550 + -ENSG00000243742.5 RPLP0P2 chr11 61615036 61639449 + -ENSG00000255947.1 RP11-855O10.3 chr11 61654665 61655702 - -ENSG00000134780.9 DAGLA chr11 61680433 61747001 + -ENSG00000124915.10 DKFZP434K028 chr11 61746493 61757655 - -ENSG00000124920.13 MYRF chr11 61752642 61788518 + -ENSG00000134825.13 TMEM258 chr11 61768501 61792802 - -ENSG00000207601.1 MIR611 chr11 61792495 61792561 - -ENSG00000168496.3 FEN1 chr11 61792637 61797244 + -ENSG00000134824.13 FADS2 chr11 61792980 61867354 + -ENSG00000149485.16 FADS1 chr11 61799625 61829318 - -ENSG00000222326.1 MIR1908 chr11 61815161 61815240 - -ENSG00000221968.8 FADS3 chr11 61873519 61892051 - -ENSG00000277892.1 MIR6746 chr11 61878216 61878278 - -ENSG00000167994.11 RAB3IL1 chr11 61897301 61920269 - -ENSG00000200898.1 RNU6-1243P chr11 61937894 61938000 + -ENSG00000167995.15 BEST1 chr11 61949821 61965515 + -ENSG00000167996.15 FTH1 chr11 61959718 61967660 - -ENSG00000279491.1 RP11-810P12.7 chr11 61967794 61969490 + -ENSG00000280642.1 Metazoa_SRP chr11 61974378 61974632 + -ENSG00000244176.1 RP11-810P12.1 chr11 62011751 62012602 - -ENSG00000254424.1 RP11-810P12.6 chr11 62072882 62073052 - -ENSG00000255553.1 RP11-810P12.5 chr11 62077277 62082184 - -ENSG00000149503.12 INCENP chr11 62123973 62153163 + -ENSG00000236607.3 EEF1DP8 chr11 62169293 62169828 + -ENSG00000168515.3 SCGB1D1 chr11 62190216 62193539 + -ENSG00000124939.5 SCGB2A1 chr11 62208668 62213939 + -ENSG00000254404.1 RP11-703H8.9 chr11 62213427 62260549 - -ENSG00000124935.3 SCGB1D2 chr11 62242210 62244808 + -ENSG00000110484.6 SCGB2A2 chr11 62270155 62273156 + -ENSG00000197745.2 SCGB1D4 chr11 62296277 62299064 - -ENSG00000255213.1 NPM1P35 chr11 62330946 62331813 + -ENSG00000255118.1 RP11-703H8.7 chr11 62336911 62338090 - -ENSG00000162174.12 ASRGL1 chr11 62337448 62393412 + -ENSG00000254454.2 RCC2P6 chr11 62371146 62373168 + -ENSG00000265696.1 AP003064.2 chr11 62372656 62372719 + -ENSG00000255126.1 CTD-2531D15.5 chr11 62391516 62393372 - -ENSG00000149021.6 SCGB1A1 chr11 62405103 62423195 + -ENSG00000255446.1 CTD-2531D15.4 chr11 62421845 62426724 - -ENSG00000124942.13 AHNAK chr11 62433542 62556235 - -ENSG00000238861.1 AP003064.1 chr11 62463635 62463724 + -ENSG00000250659.2 RP11-864I4.3 chr11 62537312 62542018 + -ENSG00000257058.1 RP11-864I4.4 chr11 62545999 62547699 + -ENSG00000254772.9 EEF1G chr11 62559601 62574086 - -ENSG00000255508.7 RP11-864I4.1 chr11 62559603 62591531 - -ENSG00000276102.1 MIR6747 chr11 62567011 62567071 - -ENSG00000149016.15 TUT1 chr11 62575045 62592177 - -ENSG00000149480.6 MTA2 chr11 62593214 62601840 - -ENSG00000149499.11 EML3 chr11 62602218 62612765 - -ENSG00000254964.1 RP11-831H9.3 chr11 62606161 62606405 + -ENSG00000149489.8 ROM1 chr11 62611722 62615120 + -ENSG00000149541.9 B3GAT3 chr11 62615296 62622175 - -ENSG00000089597.16 GANAB chr11 62624826 62646726 - -ENSG00000185085.2 INTS5 chr11 62646848 62653302 - -ENSG00000255432.1 RP11-831H9.11 chr11 62649694 62665178 - -ENSG00000278615.4 C11orf98 chr11 62662816 62665217 - -ENSG00000162194.12 LBHD1 chr11 62662817 62672255 - -ENSG00000214756.7 METTL12 chr11 62665309 62668496 + -ENSG00000206597.1 SNORA57 chr11 62665422 62665570 + -ENSG00000204922.4 UQCC3 chr11 62670273 62673687 + -ENSG00000162191.13 UBXN1 chr11 62676498 62679117 - -ENSG00000177363.4 LRRN4CL chr11 62686402 62689899 - -ENSG00000168000.14 BSCL2 chr11 62690275 62709845 - -ENSG00000234857.2 HNRNPUL2-BSCL2 chr11 62690275 62727384 - -ENSG00000162188.5 GNG3 chr11 62707658 62709201 + -ENSG00000214753.2 HNRNPUL2 chr11 62712630 62727349 - -ENSG00000162222.13 TTC9C chr11 62728069 62740293 + -ENSG00000185670.7 ZBTB3 chr11 62748319 62754188 - -ENSG00000168002.11 POLR2G chr11 62761544 62766710 + -ENSG00000267811.1 RP11-727F15.11 chr11 62771120 62771606 - -ENSG00000162227.7 TAF6L chr11 62771303 62787342 + -ENSG00000168569.7 TMEM223 chr11 62771629 62792021 - -ENSG00000269176.2 RP11-727F15.12 chr11 62786023 62786785 - -ENSG00000185475.8 TMEM179B chr11 62787415 62790405 + -ENSG00000274856.1 MIR6748 chr11 62789815 62789885 + -ENSG00000162231.13 NXF1 chr11 62792123 62806302 - -ENSG00000274066.1 MIR6514 chr11 62792702 62792771 - -ENSG00000162236.11 STX5 chr11 62806897 62832088 - -ENSG00000269463.1 RP11-727F15.13 chr11 62807682 62808063 - -ENSG00000252361.1 RNU6-118P chr11 62815966 62816067 - -ENSG00000256690.1 RP11-727F15.9 chr11 62832234 62834043 + -ENSG00000133316.15 WDR74 chr11 62832342 62841809 - -ENSG00000222328.1 RNU2-2P chr11 62841619 62841809 - -ENSG00000255717.6 SNHG1 chr11 62851988 62855914 - -ENSG00000277194.1 SNORD22 chr11 62852910 62853035 - -ENSG00000277846.1 SNORD30 chr11 62853663 62853732 - -ENSG00000278527.1 SNORD22 chr11 62854161 62854285 - -ENSG00000274544.1 SNORD28 chr11 62854621 62854695 - -ENSG00000275996.1 SNORD27 chr11 62855012 62855083 - -ENSG00000276788.1 SNORD26 chr11 62855292 62855366 - -ENSG00000275043.1 SNORD25 chr11 62855564 62855632 - -ENSG00000168003.16 SLC3A2 chr11 62856102 62888875 + -ENSG00000168539.3 CHRM1 chr11 62908679 62921807 - -ENSG00000257002.1 AP000438.2 chr11 62909546 62918361 + -ENSG00000241082.3 RN7SL259P chr11 62935982 62936234 - -ENSG00000197901.11 SLC22A6 chr11 62936385 62984983 - -ENSG00000149452.15 SLC22A8 chr11 62989154 63015839 - -ENSG00000256041.1 RP11-959F10.4 chr11 63032503 63033103 - -ENSG00000253547.2 RP11-959F10.5 chr11 63046785 63048126 + -ENSG00000197658.9 SLC22A24 chr11 63079940 63144221 - -ENSG00000239924.1 RPL29P22 chr11 63115880 63116338 - -ENSG00000184999.11 SLC22A10 chr11 63137867 63369718 + -ENSG00000196600.12 SLC22A25 chr11 63163776 63229652 - -ENSG00000256863.1 RP11-959F10.6 chr11 63237957 63239114 - -ENSG00000256847.1 CCND2P1 chr11 63243085 63244004 + -ENSG00000256181.1 AP000438.4 chr11 63265836 63266256 - -ENSG00000149742.9 SLC22A9 chr11 63369789 63410294 + -ENSG00000168004.9 HRASLS5 chr11 63461404 63491194 - -ENSG00000275598.1 CMB9-14B22.1 chr11 63469376 63470944 + -ENSG00000133317.14 LGALS12 chr11 63506084 63516774 + -ENSG00000133321.10 RARRES3 chr11 63536809 63546462 + -ENSG00000133328.3 HRASLS2 chr11 63552770 63563383 - -ENSG00000176485.10 PLA2G16 chr11 63573195 63616883 - -ENSG00000203520.3 RP11-697H9.3 chr11 63616308 63621671 + -ENSG00000184743.12 ATL3 chr11 63624087 63671921 - -ENSG00000270269.1 IMMP1LP1 chr11 63632233 63632720 + -ENSG00000256789.1 RP11-697H9.2 chr11 63637677 63658962 + -ENSG00000133318.13 RTN3 chr11 63681446 63759891 + -ENSG00000271100.1 RP11-697H9.5 chr11 63698596 63698764 - -ENSG00000188070.9 C11orf95 chr11 63759892 63768775 - -ENSG00000264519.2 RN7SL596P chr11 63797784 63798071 - -ENSG00000168005.8 C11orf84 chr11 63813388 63827718 + -ENSG00000256280.1 RP11-466C23.5 chr11 63834667 63834943 - -ENSG00000072518.20 MARK2 chr11 63838928 63911019 + -ENSG00000202089.1 RNU6-1306P chr11 63882587 63882685 - -ENSG00000167771.5 RCOR2 chr11 63911221 63916844 - -ENSG00000110583.12 NAA40 chr11 63938959 63957328 + -ENSG00000207200.1 RNU6-45P chr11 63970470 63970576 + -ENSG00000176340.3 COX8A chr11 63974607 63976543 + -ENSG00000256100.1 AP000721.4 chr11 63974620 63988346 + -ENSG00000278375.1 AP000721.1 chr11 63978006 63978080 + -ENSG00000167770.11 OTUB1 chr11 63985853 64001811 + -ENSG00000133315.10 MACROD1 chr11 63998558 64166106 - -ENSG00000256824.1 RP11-21A7A.2 chr11 64035970 64103653 + -ENSG00000256481.1 RP11-21A7A.4 chr11 64081690 64087175 + -ENSG00000126500.3 FLRT1 chr11 64103188 64119173 + -ENSG00000256341.1 RP11-21A7A.3 chr11 64118272 64119210 - -ENSG00000168439.16 STIP1 chr11 64185272 64204543 + -ENSG00000149781.12 FERMT3 chr11 64206678 64223886 + -ENSG00000149743.13 TRPT1 chr11 64223799 64226254 - -ENSG00000149761.8 NUDT22 chr11 64225941 64230686 + -ENSG00000256116.1 RP11-783K16.14 chr11 64229214 64234352 - -ENSG00000110011.13 DNAJC4 chr11 64230278 64234286 + -ENSG00000173511.9 VEGFB chr11 64234538 64238793 + -ENSG00000173486.12 FKBP2 chr11 64241003 64244132 + -ENSG00000173457.10 PPP1R14B chr11 64244480 64246941 - -ENSG00000256940.1 RP11-783K16.5 chr11 64245964 64248217 + -ENSG00000257086.1 RP11-783K16.13 chr11 64246939 64249494 - -ENSG00000149782.11 PLCB3 chr11 64251523 64269150 + -ENSG00000002330.13 BAD chr11 64269830 64284704 - -ENSG00000173264.13 GPR137 chr11 64270062 64289500 + -ENSG00000182450.12 KCNK4 chr11 64291302 64300031 + -ENSG00000257069.5 RP11-783K16.10 chr11 64291722 64304769 + -ENSG00000207024.1 Y_RNA chr11 64296037 64296138 + -ENSG00000219435.4 TEX40 chr11 64300446 64304770 + -ENSG00000173153.13 ESRRA chr11 64305572 64316743 + -ENSG00000278148.1 AP001453.1 chr11 64313860 64313950 + -ENSG00000173113.6 TRMT112 chr11 64316460 64318084 - -ENSG00000126432.13 PRDX5 chr11 64318088 64321811 + -ENSG00000236935.1 AP003774.1 chr11 64325050 64329504 - -ENSG00000168071.21 CCDC88B chr11 64340223 64357534 + -ENSG00000278359.1 MIR7155 chr11 64341849 64341904 - -ENSG00000162302.12 RPS6KA4 chr11 64359148 64372215 + -ENSG00000221273.1 MIR1237 chr11 64368602 64368703 + -ENSG00000231680.1 AP003774.6 chr11 64394342 64395831 - -ENSG00000231492.2 AP003774.5 chr11 64420391 64432670 + -ENSG00000181908.5 AP003774.4 chr11 64449074 64451657 + -ENSG00000232500.1 AP005273.1 chr11 64500853 64505386 + -ENSG00000237363.1 AP006288.1 chr11 64531044 64532970 + -ENSG00000168065.15 SLC22A11 chr11 64555626 64572875 + -ENSG00000197891.11 SLC22A12 chr11 64590641 64602353 + -ENSG00000110076.18 NRXN2 chr11 64606174 64723188 - -ENSG00000237410.1 AP001092.4 chr11 64646399 64659681 + -ENSG00000068831.18 RASGRP2 chr11 64726911 64745456 - -ENSG00000068976.13 PYGM chr11 64746389 64760297 - -ENSG00000168066.20 SF1 chr11 64764606 64778786 - -ENSG00000269038.1 AP001462.6 chr11 64778954 64779405 + -ENSG00000168067.11 MAP4K2 chr11 64784914 64803241 - -ENSG00000133895.14 MEN1 chr11 64803510 64811294 - -ENSG00000171219.8 CDC42BPG chr11 64823387 64844569 - -ENSG00000110047.17 EHD1 chr11 64851642 64888296 - -ENSG00000230835.1 AP001187.11 chr11 64881535 64881945 + -ENSG00000229719.3 AP001187.9 chr11 64889560 64893449 - -ENSG00000207648.2 MIR192 chr11 64891132 64891243 - -ENSG00000277225.1 MIR194-2 chr11 64891355 64891439 - -ENSG00000110046.12 ATG2A chr11 64894546 64917248 - -ENSG00000274986.1 MIR6750 chr11 64898363 64898437 - -ENSG00000274314.1 MIR6749 chr11 64902387 64902455 - -ENSG00000068971.13 PPP2R5B chr11 64917553 64934473 + -ENSG00000281443.1 AP001187.1 chr11 64926418 64926519 + -ENSG00000149735.6 GPHA2 chr11 64934471 64935888 - -ENSG00000168070.11 C11orf85 chr11 64937517 64972085 - -ENSG00000168062.9 BATF2 chr11 64987943 64997045 - -ENSG00000213465.7 ARL2 chr11 65014113 65022184 + -ENSG00000273003.1 ARL2-SNX15 chr11 65014182 65040570 + -ENSG00000278851.1 MIR6879 chr11 65018505 65018570 + -ENSG00000270775.1 AP000436.4 chr11 65025390 65026515 - -ENSG00000110025.12 SNX15 chr11 65027408 65040572 + -ENSG00000168061.13 SAC3D1 chr11 65040901 65044828 + -ENSG00000168060.14 NAALADL1 chr11 65044818 65058549 - -ENSG00000146670.9 CDCA5 chr11 65066300 65084164 - -ENSG00000162300.11 ZFPL1 chr11 65084223 65088400 + -ENSG00000187066.8 TMEM262 chr11 65084979 65089375 - -ENSG00000149823.7 VPS51 chr11 65089324 65111860 + -ENSG00000254501.1 AP003068.9 chr11 65110714 65111695 - -ENSG00000149809.14 TM7SF2 chr11 65111845 65116384 + -ENSG00000174276.6 ZNHIT2 chr11 65116403 65117708 - -ENSG00000255173.1 AP003068.12 chr11 65117157 65117458 + -ENSG00000278952.1 RP11-399J13.2 chr11 65118310 65119111 + -ENSG00000149806.10 FAU chr11 65120628 65122473 - -ENSG00000162298.16 SYVN1 chr11 65121780 65134533 - -ENSG00000149792.8 MRPL49 chr11 65122183 65127371 + -ENSG00000277547.1 MIR6751 chr11 65129916 65129978 - -ENSG00000254455.1 HIGD1AP10 chr11 65145691 65145972 - -ENSG00000222477.1 RNU2-23P chr11 65147584 65147778 + -ENSG00000255058.1 PDCL2P2 chr11 65160194 65160382 - -ENSG00000204710.2 SPDYC chr11 65170154 65173244 + -ENSG00000255200.1 AP003068.18 chr11 65174117 65176470 - -ENSG00000249251.1 PGAM1P8 chr11 65175035 65175502 - -ENSG00000254614.2 AP003068.23 chr11 65177606 65181834 - -ENSG00000014216.15 CAPN1 chr11 65180566 65212006 + -ENSG00000197847.12 SLC22A20 chr11 65213840 65242757 + -ENSG00000014138.8 POLA2 chr11 65261762 65305589 + -ENSG00000274509.1 AP000944.1 chr11 65286440 65286509 + -ENSG00000149798.4 CDC42EP2 chr11 65314818 65322429 + -ENSG00000133884.9 DPF2 chr11 65333754 65353249 + -ENSG00000173825.6 TIGD3 chr11 65354767 65357613 + -ENSG00000255478.1 RP11-867O8.5 chr11 65367438 65375299 + -ENSG00000162241.12 SLC25A45 chr11 65375192 65383701 - -ENSG00000126391.13 FRMD8 chr11 65386599 65413525 + -ENSG00000245532.5 NEAT1 chr11 65422774 65445540 + -ENSG00000278144.1 NEAT1_1 chr11 65423273 65423392 + -ENSG00000278050.1 NEAT1_2 chr11 65423638 65423742 + -ENSG00000277599.1 NEAT1_3 chr11 65423960 65424118 + -ENSG00000273834.1 MIR612 chr11 65444458 65444557 + -ENSG00000275948.1 mascRNA-menRNA chr11 65445541 65445598 + -ENSG00000173727.11 CMB9-22P13.1 chr11 65455258 65466720 + -ENSG00000279243.1 CMB9-22P13.2 chr11 65487241 65488136 - -ENSG00000251562.7 MALAT1 chr11 65497762 65506516 + -ENSG00000270117.1 AP000769.7 chr11 65498010 65498405 - -ENSG00000279576.1 MALAT1 chr11 65502034 65503622 - -ENSG00000278217.1 MALAT1 chr11 65502914 65503008 + -ENSG00000274072.1 mascRNA-menRNA chr11 65506117 65506173 + -ENSG00000270526.1 SNRPGP19 chr11 65514403 65514923 - -ENSG00000142186.16 SCYL1 chr11 65525077 65538704 + -ENSG00000168056.14 LTBP3 chr11 65538560 65558930 - -ENSG00000279093.1 RP11-856B14.10 chr11 65561484 65561607 + -ENSG00000260233.3 SSSCA1-AS1 chr11 65568482 65570423 - -ENSG00000173465.7 SSSCA1 chr11 65570430 65573942 + -ENSG00000176973.7 FAM89B chr11 65572349 65574198 + -ENSG00000173442.11 EHBP1L1 chr11 65576038 65592650 + -ENSG00000213445.8 SIPA1 chr11 65585395 65650930 + -ENSG00000173338.12 KCNK7 chr11 65592855 65595996 - -ENSG00000173327.7 MAP3K11 chr11 65597755 65615382 - -ENSG00000197136.4 PCNXL3 chr11 65615773 65637439 + -ENSG00000266041.1 MIR4690 chr11 65636310 65636369 + -ENSG00000265874.1 MIR4489 chr11 65649192 65649253 + -ENSG00000173039.18 RELA chr11 65653596 65663094 - -ENSG00000239356.3 RN7SL309P chr11 65695552 65695837 + -ENSG00000172977.12 KAT5 chr11 65711996 65719604 + -ENSG00000172922.8 RNASEH2C chr11 65714896 65720947 - -ENSG00000214659.4 KRT8P26 chr11 65726939 65728214 + -ENSG00000255557.1 RP11-770G2.2 chr11 65745729 65771585 + -ENSG00000254470.2 AP5B1 chr11 65775893 65780802 - -ENSG00000172818.9 OVOL1 chr11 65787022 65797219 + -ENSG00000255120.5 OVOL1-AS1 chr11 65789051 65790868 - -ENSG00000255404.1 RP11-770G2.5 chr11 65795946 65797219 - -ENSG00000172757.12 CFL1 chr11 65823022 65862026 - -ENSG00000172803.17 SNX32 chr11 65833641 65856896 + -ENSG00000172732.11 MUS81 chr11 65857126 65867653 + -ENSG00000172638.12 EFEMP2 chr11 65866441 65873592 - -ENSG00000172543.7 CTSW chr11 65879809 65883741 + -ENSG00000172500.12 FIBP chr11 65883741 65888539 - -ENSG00000175602.3 CCDC85B chr11 65890112 65891635 + -ENSG00000175592.8 FOSL1 chr11 65892049 65900573 - -ENSG00000175573.6 C11orf68 chr11 65916808 65919117 - -ENSG00000175550.7 DRAP1 chr11 65919257 65921561 + -ENSG00000175513.9 TSGA10IP chr11 65945445 65959963 + -ENSG00000175467.14 SART1 chr11 65961689 65979828 + -ENSG00000254867.1 RP11-1167A19.6 chr11 65983679 65984331 - -ENSG00000175376.8 EIF1AD chr11 65996545 66002176 - -ENSG00000175334.7 BANF1 chr11 66002079 66004149 + -ENSG00000175315.2 CST6 chr11 66011841 66013505 + -ENSG00000175294.5 CATSPER1 chr11 66016752 66026517 - -ENSG00000175229.6 GAL3ST3 chr11 66041952 66049180 - -ENSG00000087365.14 SF3B2 chr11 66050729 66069308 + -ENSG00000255038.1 RP11-1167A19.2 chr11 66067277 66069619 - -ENSG00000175115.11 PACS1 chr11 66070363 66244747 + -ENSG00000281025.1 Metazoa_SRP chr11 66164490 66164747 - -ENSG00000255320.1 RP11-755F10.1 chr11 66244840 66246239 - -ENSG00000174996.11 KLC2 chr11 66257294 66267860 + -ENSG00000254461.1 RP11-755F10.3 chr11 66259567 66261834 - -ENSG00000280605.1 AP001107.1 chr11 66260055 66260173 + -ENSG00000254855.1 RP11-867G23.1 chr11 66264777 66265666 - -ENSG00000254762.1 RP11-867G23.2 chr11 66267635 66268129 - -ENSG00000174903.14 RAB1B chr11 66268533 66277492 + -ENSG00000245156.1 RP11-867G23.3 chr11 66269832 66278525 - -ENSG00000254452.1 RP11-867G23.4 chr11 66276779 66277492 - -ENSG00000174871.10 CNIH2 chr11 66278190 66285301 + -ENSG00000174851.14 YIF1A chr11 66284580 66289170 - -ENSG00000179292.4 TMEM151A chr11 66291870 66296664 + -ENSG00000254458.1 RP11-867G23.13 chr11 66312853 66319237 + -ENSG00000174807.3 CD248 chr11 66314487 66317044 - -ENSG00000174791.10 RIN1 chr11 66330242 66336840 - -ENSG00000254756.1 RP11-867G23.12 chr11 66334494 66339875 + -ENSG00000174744.13 BRMS1 chr11 66337333 66345125 - -ENSG00000174684.6 B4GAT1 chr11 66345372 66347692 - -ENSG00000255468.6 RP11-867G23.8 chr11 66347950 66364804 + -ENSG00000174669.11 SLC29A2 chr11 66362521 66372214 - -ENSG00000276918.1 Metazoa_SRP chr11 66374138 66374435 - -ENSG00000254736.1 BRD9P1 chr11 66389609 66390168 + -ENSG00000202317.1 RNU1-84P chr11 66393449 66393612 + -ENSG00000254510.1 RP11-867G23.10 chr11 66409158 66417137 + -ENSG00000174576.8 NPAS4 chr11 66421004 66426707 + -ENSG00000201733.1 SNORA43 chr11 66432763 66432902 + -ENSG00000174547.13 MRPL11 chr11 66435075 66466738 - -ENSG00000254596.1 CTD-3074O7.7 chr11 66454234 66454581 + -ENSG00000174516.14 PELI3 chr11 66466327 66477337 + -ENSG00000255517.6 CTD-3074O7.5 chr11 66473490 66480233 - -ENSG00000254986.7 DPP3 chr11 66480013 66509657 + -ENSG00000256349.1 CTD-3074O7.11 chr11 66509079 66533613 + -ENSG00000174483.19 BBS1 chr11 66510606 66533627 + -ENSG00000174165.7 ZDHHC24 chr11 66520637 66546238 - -ENSG00000248746.5 ACTN3 chr11 66546395 66563329 + -ENSG00000250105.1 CTD-3074O7.2 chr11 66558866 66560384 - -ENSG00000174080.10 CTSF chr11 66563463 66568841 - -ENSG00000182791.4 CCDC87 chr11 66590176 66593083 - -ENSG00000173992.8 CCS chr11 66592821 66606019 + -ENSG00000199325.1 RNU4-39P chr11 66614964 66615090 - -ENSG00000239306.4 RBM14 chr11 66616582 66627347 + -ENSG00000248643.5 RBM14-RBM4 chr11 66616626 66646469 + -ENSG00000173933.19 RBM4 chr11 66638617 66666682 + -ENSG00000173914.11 RBM4B chr11 66664998 66677921 - -ENSG00000258297.1 RP11-658F2.8 chr11 66666036 66668374 + -ENSG00000173898.11 SPTBN2 chr11 66685248 66729226 - -ENSG00000239553.3 RN7SL12P chr11 66712720 66713009 - -ENSG00000173715.15 C11orf80 chr11 66744451 66843328 + -ENSG00000213409.4 C1QBPP2 chr11 66761575 66762399 - -ENSG00000254984.1 FTLP6 chr11 66771246 66771667 - -ENSG00000173653.7 RCE1 chr11 66842835 66846546 + -ENSG00000173599.13 PC chr11 66848233 66958376 - -ENSG00000173621.8 LRFN4 chr11 66856647 66860475 + -ENSG00000274255.1 AP003176.1 chr11 66882812 66882870 - -ENSG00000239099.1 RNU7-23P chr11 66919762 66919823 + -ENSG00000266423.1 MIR3163 chr11 66934434 66934506 - -ENSG00000173237.4 C11orf86 chr11 66975277 66977004 + -ENSG00000173227.13 SYT12 chr11 67006778 67050863 + -ENSG00000173156.6 RHOD chr11 67056818 67072013 + -ENSG00000173120.14 KDM2A chr11 67119269 67258087 + -ENSG00000179038.8 RP11-157K17.5 chr11 67195569 67197167 - -ENSG00000173020.10 ADRBK1 chr11 67266410 67286556 + -ENSG00000172932.14 ANKRD13D chr11 67288547 67302485 + -ENSG00000172830.12 SSH3 chr11 67303448 67312607 + -ENSG00000275200.1 AP001885.1 chr11 67310006 67310065 + -ENSG00000172613.7 RAD9A chr11 67317871 67398410 + -ENSG00000175482.8 POLD4 chr11 67350777 67356972 - -ENSG00000256514.1 AP003419.11 chr11 67351572 67373584 - -ENSG00000274251.1 CTC-1337H24.3 chr11 67353629 67354348 + -ENSG00000201684.1 RN7SKP239 chr11 67362414 67362708 + -ENSG00000175505.10 CLCF1 chr11 67364168 67374177 - -ENSG00000275484.1 CTC-1337H24.4 chr11 67374416 67374932 + -ENSG00000253024.1 RNU6-1238P chr11 67395210 67395311 - -ENSG00000172531.14 PPP1CA chr11 67398183 67421183 - -ENSG00000175463.11 TBC1D10C chr11 67403915 67410089 + -ENSG00000172508.10 CARNS1 chr11 67414968 67425607 + -ENSG00000175634.14 RPS6KB2 chr11 67428460 67435408 + -ENSG00000255949.1 AP003419.16 chr11 67431367 67435399 - -ENSG00000213402.2 PTPRCAP chr11 67435510 67438067 - -ENSG00000172725.13 CORO1B chr11 67435510 67443821 - -ENSG00000175514.2 GPR152 chr11 67451301 67452729 - -ENSG00000175544.13 CABP4 chr11 67452406 67460313 + -ENSG00000172663.8 TMEM134 chr11 67461710 67469272 - -ENSG00000110711.9 AIP chr11 67483041 67491103 + -ENSG00000276769.1 MIR6752 chr11 67490245 67490315 + -ENSG00000110697.12 PITPNM1 chr11 67491768 67506263 - -ENSG00000167797.7 CDK2AP2 chr11 67506497 67508649 - -ENSG00000167791.11 CABP2 chr11 67518912 67523428 - -ENSG00000084207.15 GSTP1 chr11 67583595 67586660 + -ENSG00000184224.3 C11orf72 chr11 67602880 67606706 - -ENSG00000255119.1 RP11-655M14.12 chr11 67605521 67606642 + -ENSG00000167792.11 NDUFV1 chr11 67606852 67612535 + -ENSG00000231793.4 DOC2GP chr11 67612653 67616257 - -ENSG00000255318.1 RP11-655M14.13 chr11 67618279 67627304 - -ENSG00000167799.9 NUDT8 chr11 67627938 67629930 - -ENSG00000167800.9 TBX10 chr11 67631303 67639560 - -ENSG00000132744.7 ACY3 chr11 67642555 67650659 - -ENSG00000227834.1 AP003385.2 chr11 67651576 67653404 - -ENSG00000132746.14 ALDH3B2 chr11 67662162 67681200 - -ENSG00000239559.2 RPL37P2 chr11 67682772 67683058 - -ENSG00000184795.9 UNC93B5 chr11 67711702 67716005 - -ENSG00000235855.3 OR7E145P chr11 67722483 67723455 - -ENSG00000266451.1 AP003385.1 chr11 67734521 67734608 - -ENSG00000254447.1 OR7E11P chr11 67735608 67736559 - -ENSG00000254883.1 RP11-655M14.14 chr11 67744322 67744645 + -ENSG00000255147.1 RP11-655M14.4 chr11 67749043 67756968 - -ENSG00000227620.4 ALG1L8P chr11 67785273 67792335 + -ENSG00000160172.10 FAM86C2P chr11 67791648 67805336 - -ENSG00000273819.1 ENPP7P7 chr11 67812557 67873367 - -ENSG00000254792.1 RP11-119D9.4 chr11 67840942 67841049 + -ENSG00000251637.6 RP11-119D9.1 chr11 67886477 67906350 + -ENSG00000206587.1 RNU6-46P chr11 67895631 67895737 + -ENSG00000243672.1 RPS3AP40 chr11 67925651 67926431 - -ENSG00000221553.1 AC004924.1 chr11 67933214 67933362 + -ENSG00000254610.2 RP5-903G2.2 chr11 67934563 67955802 - -ENSG00000254850.2 RP5-901A4.4 chr11 67935558 67935926 + -ENSG00000255230.1 RP5-901A4.5 chr11 67965873 67966227 - -ENSG00000255554.1 OR7E1P chr11 67974286 67975243 - -ENSG00000110057.7 UNC93B1 chr11 67991104 68004982 - -ENSG00000006534.15 ALDH3B1 chr11 68008578 68029282 + -ENSG00000255306.1 RP5-901A4.1 chr11 68024809 68030461 - -ENSG00000110717.10 NDUFS8 chr11 68030617 68036644 + -ENSG00000277703.1 MIR7113 chr11 68032864 68032922 + -ENSG00000266737.1 MIR4691 chr11 68033897 68033981 + -ENSG00000110719.9 TCIRG1 chr11 68039016 68050895 + -ENSG00000275022.1 MIR6753 chr11 68044794 68044957 + -ENSG00000255031.5 RP11-802E16.3 chr11 68050740 68053762 + -ENSG00000110721.11 CHKA chr11 68052859 68121444 - -ENSG00000255236.2 CTD-2655K5.1 chr11 68122053 68130518 + -ENSG00000110066.14 SUV420H1 chr11 68154863 68213828 - -ENSG00000171067.10 C11orf24 chr11 68261335 68272001 - -ENSG00000162337.11 LRP5 chr11 68312609 68449275 + -ENSG00000110075.14 PPP6R3 chr11 68460731 68615334 + -ENSG00000254856.1 NDUFA3P2 chr11 68488609 68488840 - -ENSG00000222339.1 AP000807.2 chr11 68505572 68505651 - -ENSG00000212093.1 AP000807.1 chr11 68506083 68506166 - -ENSG00000260808.1 CTD-2007L18.5 chr11 68612899 68616711 - -ENSG00000266854.1 AP003096.1 chr11 68619499 68619595 + -ENSG00000069482.6 GAL chr11 68683779 68691175 + -ENSG00000132749.10 MTL5 chr11 68707440 68751564 - -ENSG00000110090.12 CPT1A chr11 68754620 68844410 - -ENSG00000250508.1 RP11-757G1.6 chr11 68870664 68874542 + -ENSG00000197345.12 MRPL21 chr11 68891276 68903835 - -ENSG00000132740.8 IGHMBP2 chr11 68903842 68940602 + -ENSG00000255741.1 RP11-757G1.5 chr11 68941503 68942852 - -ENSG00000172938.3 MRGPRD chr11 68980021 68980986 - -ENSG00000261625.1 RP11-554A11.4 chr11 69000765 69002048 - -ENSG00000261276.1 RP11-554A11.5 chr11 69004394 69005100 + -ENSG00000172935.8 MRGPRF chr11 69004395 69013409 - -ENSG00000256508.2 MRGPRF-AS1 chr11 69012283 69018447 + -ENSG00000162341.15 TPCN2 chr11 69048897 69090604 + -ENSG00000265539.1 MIR3164 chr11 69083176 69083258 + -ENSG00000260895.1 RP11-554A11.7 chr11 69103493 69109094 + -ENSG00000261070.1 RP11-554A11.8 chr11 69147228 69171564 - -ENSG00000259799.1 RP11-554A11.9 chr11 69155910 69159752 + -ENSG00000172927.7 MYEOV chr11 69294138 69367726 + -ENSG00000213275.2 IFITM9P chr11 69303412 69303807 - -ENSG00000260877.1 RP11-211G23.2 chr11 69371463 69372511 + -ENSG00000259854.1 RP11-211G23.1 chr11 69414307 69416832 + -ENSG00000255980.1 AP000439.1 chr11 69425690 69429621 + -ENSG00000255606.1 AP000439.2 chr11 69438365 69444743 - -ENSG00000261347.1 AP000439.5 chr11 69467598 69469705 + -ENSG00000255774.1 AP000439.3 chr11 69477133 69479940 - -ENSG00000110092.3 CCND1 chr11 69641087 69654474 + -ENSG00000149716.12 ORAOV1 chr11 69653076 69675416 - -ENSG00000281781.1 AP001888.1 chr11 69671952 69672075 + -ENSG00000162344.3 FGF19 chr11 69698232 69704642 - -ENSG00000256441.1 RP11-300I6.5 chr11 69737298 69738017 - -ENSG00000075388.3 FGF4 chr11 69771016 69775403 - -ENSG00000186895.2 FGF3 chr11 69810224 69819024 - -ENSG00000260348.1 RP11-643C9.1 chr11 69909184 69910994 - -ENSG00000260679.1 RP11-643C9.2 chr11 69921638 69926813 - -ENSG00000255191.1 RP11-626H12.1 chr11 69985876 70015815 + -ENSG00000254605.1 RP11-626H12.2 chr11 70014858 70021059 - -ENSG00000248844.6 RP11-626H12.3 chr11 70056230 70065371 - -ENSG00000254417.1 ANO1-AS2 chr11 70072434 70075433 - -ENSG00000202070.1 RNU6-1175P chr11 70075363 70075469 + -ENSG00000131620.17 ANO1 chr11 70078302 70189528 + -ENSG00000255143.1 RP11-805J14.3 chr11 70129297 70149623 + -ENSG00000254902.1 ANO1-AS1 chr11 70187788 70188509 - -ENSG00000168040.4 FADD chr11 70203163 70207390 + -ENSG00000254721.1 RP11-805J14.5 chr11 70206291 70207390 - -ENSG00000131626.15 PPFIA1 chr11 70270700 70384403 + -ENSG00000255329.1 H2AFZP4 chr11 70278921 70279297 - -ENSG00000254604.1 AP000487.6 chr11 70282367 70363368 - -ENSG00000221333.1 MIR548K chr11 70283955 70284070 + -ENSG00000254484.1 CTA-797E19.1 chr11 70319928 70321415 + -ENSG00000255539.1 CTA-797E19.2 chr11 70324871 70327209 - -ENSG00000254495.1 AP000487.4 chr11 70358198 70358677 - -ENSG00000246889.2 AP000487.5 chr11 70372246 70398488 - -ENSG00000085733.15 CTTN chr11 70398404 70436584 + -ENSG00000162105.16 SHANK2 chr11 70467856 71252577 - -ENSG00000227726.1 AP001271.3 chr11 70477277 70477592 - -ENSG00000279459.1 RP11-826F13.1 chr11 70603304 70604859 + -ENSG00000226627.1 SHANK2-AS1 chr11 70631094 70635490 + -ENSG00000236262.1 SHANK2-AS2 chr11 70646165 70647562 + -ENSG00000207196.1 Y_RNA chr11 70705167 70705269 - -ENSG00000280089.1 CMB9-52H4.1 chr11 70705605 70706068 - -ENSG00000171671.6 SHANK2-AS3 chr11 70862790 70865115 + -ENSG00000263744.1 MIR3664 chr11 70872270 70872368 - -ENSG00000172900.11 FLJ42102 chr11 71382601 71423423 - -ENSG00000172893.15 DHCR7 chr11 71428193 71452868 - -ENSG00000254682.1 RP11-660L16.2 chr11 71448674 71452157 + -ENSG00000172890.11 NADSYN1 chr11 71453109 71524107 + -ENSG00000278349.1 MIR6754 chr11 71473503 71473568 + -ENSG00000254924.2 RP11-684B2.3 chr11 71506061 71506380 - -ENSG00000204572.7 KRTAP5-10 chr11 71527263 71568934 + -ENSG00000244411.3 KRTAP5-7 chr11 71527267 71528674 + -ENSG00000241233.2 KRTAP5-8 chr11 71527301 71549167 + -ENSG00000254997.3 KRTAP5-9 chr11 71548418 71549553 + -ENSG00000248903.1 AP000867.14 chr11 71568680 71568934 + -ENSG00000204571.5 KRTAP5-11 chr11 71579714 71603353 - -ENSG00000249387.1 KRTAP5-14P chr11 71579728 71579848 - -ENSG00000184055.4 OR7E87P chr11 71593454 71594382 + -ENSG00000255562.2 UNC93B6 chr11 71603260 71608040 + -ENSG00000255261.1 OR7E4P chr11 71620020 71621032 + -ENSG00000255415.1 RP11-684B2.5 chr11 71629045 71629421 + -ENSG00000221458.1 AP003498.1 chr11 71662547 71662695 - -ENSG00000239481.1 RPS3AP41 chr11 71669520 71670297 + -ENSG00000254805.1 SNRPCP14 chr11 71690453 71690657 - -ENSG00000254972.1 RP11-167J8.3 chr11 71701268 71705404 - -ENSG00000255319.5 ENPP7P8 chr11 71711740 71781183 + -ENSG00000158483.15 FAM86C1 chr11 71787510 71801236 + -ENSG00000248671.7 ALG1L9P chr11 71794363 71818238 - -ENSG00000254978.2 ALG1L9P chr11 71800541 71804640 - -ENSG00000264091.1 AP002495.1 chr11 71802585 71802649 - -ENSG00000214534.4 ZNF705E chr11 71814045 71821548 - -ENSG00000184276.2 DEFB108B chr11 71833200 71837710 + -ENSG00000252902.1 RNA5SP342 chr11 71845196 71845245 - -ENSG00000255157.1 CTD-2313N18.8 chr11 71856277 71863658 + -ENSG00000254469.7 RP11-849H4.2 chr11 71865509 71928654 - -ENSG00000225805.4 CTD-2313N18.7 chr11 71878453 71884561 + -ENSG00000228915.3 OR7E128P chr11 71893410 71894433 + -ENSG00000254593.1 OR7E126P chr11 71903194 71904081 + -ENSG00000266859.1 AP000719.1 chr11 71905107 71905194 + -ENSG00000137522.17 RNF121 chr11 71928701 71997597 + -ENSG00000255296.1 RP11-757C15.4 chr11 71938671 71939544 - -ENSG00000137496.17 IL18BP chr11 71998541 72005715 + -ENSG00000137497.17 NUMA1 chr11 72002864 72080693 - -ENSG00000251143.1 RP11-849H4.4 chr11 72014291 72020910 + -ENSG00000263742.1 MIR3165 chr11 72072228 72072302 - -ENSG00000212089.1 AP002490.1 chr11 72078330 72078420 - -ENSG00000184154.12 LRTOMT chr11 72080331 72110782 + -ENSG00000149357.9 LAMTOR1 chr11 72085895 72103387 - -ENSG00000110200.8 ANAPC15 chr11 72106378 72112780 - -ENSG00000110203.8 FOLR3 chr11 72114869 72139892 + -ENSG00000257075.1 RPEP6 chr11 72131282 72131907 + -ENSG00000256518.2 RP11-807H22.5 chr11 72158822 72159861 + -ENSG00000204971.3 RP11-807H22.7 chr11 72163322 72209241 - -ENSG00000255860.2 RP11-807H22.6 chr11 72172439 72178042 + -ENSG00000110195.11 FOLR1 chr11 72189558 72196301 + -ENSG00000165457.13 FOLR2 chr11 72216601 72221950 + -ENSG00000165458.13 INPPL1 chr11 72223701 72239105 + -ENSG00000165462.5 PHOX2A chr11 72239077 72245664 - -ENSG00000228286.3 AP000593.5 chr11 72249856 72251288 - -ENSG00000213365.3 AP000593.6 chr11 72280151 72281178 + -ENSG00000162129.12 CLPB chr11 72292425 72434680 - -ENSG00000255843.1 AP000593.7 chr11 72302139 72302965 + -ENSG00000256739.1 RP11-45F15.1 chr11 72351347 72353210 + -ENSG00000255672.1 RP11-45F15.2 chr11 72354516 72363555 + -ENSG00000256403.1 RP11-7N14.1 chr11 72410716 72412079 + -ENSG00000237408.1 ART2BP chr11 72478221 72479237 + -ENSG00000238048.1 ART2P chr11 72519986 72521733 + -ENSG00000276109.1 RP11-169D4.3 chr11 72551049 72551919 - -ENSG00000274664.1 RP11-169D4.4 chr11 72562044 72562554 + -ENSG00000227467.3 LINC01537 chr11 72570660 72573229 + -ENSG00000186642.15 PDE2A chr11 72576141 72674591 - -ENSG00000256633.1 RP11-169D4.2 chr11 72584572 72587979 + -ENSG00000272036.1 MIR139 chr11 72615063 72615130 - -ENSG00000251919.1 RNU7-105P chr11 72621766 72621827 + -ENSG00000255808.1 RP11-31L22.3 chr11 72643237 72659407 + -ENSG00000186635.14 ARAP1 chr11 72685069 72793599 - -ENSG00000256007.1 ARAP1-AS1 chr11 72685075 72693808 + -ENSG00000245148.2 ARAP1-AS2 chr11 72700474 72705607 + -ENSG00000244134.1 RPS12P20 chr11 72708186 72708565 + -ENSG00000214530.7 STARD10 chr11 72754729 72794168 - -ENSG00000202522.1 Y_RNA chr11 72766004 72766116 + -ENSG00000265064.1 MIR4692 chr11 72783530 72783592 + -ENSG00000168010.10 ATG16L2 chr11 72814308 72843674 + -ENSG00000137478.14 FCHSD2 chr11 72836745 73142261 - -ENSG00000206638.1 RNU6-672P chr11 72869544 72869650 - -ENSG00000234751.1 AP002381.2 chr11 72940498 72941112 + -ENSG00000256568.1 RP11-800A3.3 chr11 73176694 73181696 + -ENSG00000215841.3 RP11-800A3.2 chr11 73214998 73215913 - -ENSG00000175591.11 P2RY2 chr11 73218298 73236352 + -ENSG00000260401.1 RP11-800A3.4 chr11 73238975 73242335 + -ENSG00000256347.1 OR8R1P chr11 73248779 73249867 + -ENSG00000171631.14 P2RY6 chr11 73264505 73298617 + -ENSG00000257038.1 RP11-800A3.7 chr11 73307235 73309361 - -ENSG00000110237.3 ARHGEF17 chr11 73308289 73369091 + -ENSG00000054967.12 RELT chr11 73376264 73397474 + -ENSG00000256928.1 RP11-809N8.2 chr11 73395559 73396436 - -ENSG00000054965.10 FAM168A chr11 73400487 73598189 - -ENSG00000256448.5 RP11-809N8.4 chr11 73405297 73410682 + -ENSG00000255786.1 RP11-809N8.6 chr11 73452020 73452344 + -ENSG00000256148.1 RP11-809N8.5 chr11 73510658 73510820 + -ENSG00000231726.2 HMGN2P38 chr11 73580253 73580517 + -ENSG00000270323.1 AP000860.2 chr11 73640479 73641037 + -ENSG00000021300.13 PLEKHB1 chr11 73646178 73662819 + -ENSG00000175582.19 RAB6A chr11 73675638 73761137 - -ENSG00000255928.1 RP11-456I15.2 chr11 73722349 73722694 + -ENSG00000256034.1 RP11-707G14.1 chr11 73760563 73761070 + -ENSG00000175581.13 MRPL48 chr11 73787316 73865133 + -ENSG00000199975.1 RN7SKP243 chr11 73832382 73832690 - -ENSG00000256681.1 CCDC58P5 chr11 73850469 73851211 - -ENSG00000181924.6 COA4 chr11 73872667 73876988 - -ENSG00000175575.12 PAAF1 chr11 73876699 73931124 + -ENSG00000256898.1 RP11-707G14.8 chr11 73921665 73922196 - -ENSG00000187726.8 DNAJB13 chr11 73950319 73970366 + -ENSG00000255847.5 RP11-167N4.2 chr11 73963657 73970287 - -ENSG00000175567.8 UCP2 chr11 73974667 73983307 - -ENSG00000256189.1 RP11-167N4.5 chr11 73991283 73992180 - -ENSG00000256723.1 RP11-167N4.4 chr11 73994972 73996151 - -ENSG00000175564.12 UCP3 chr11 74000281 74009435 - -ENSG00000168014.16 C2CD3 chr11 74012714 74171210 - -ENSG00000256098.1 RP11-691F15.1 chr11 74142151 74142358 + -ENSG00000214517.8 PPME1 chr11 74171099 74254703 + -ENSG00000200649.1 RNA5SP343 chr11 74198748 74198854 - -ENSG00000280269.1 AP000577.2 chr11 74204869 74205746 + -ENSG00000149380.11 P4HA3 chr11 74235801 74311657 - -ENSG00000206913.1 SNORA7 chr11 74252414 74252552 - -ENSG00000246211.2 RP11-632K5.3 chr11 74311362 74324705 + -ENSG00000165434.7 PGM2L1 chr11 74330318 74398473 - -ENSG00000212961.4 HNRNPA1P40 chr11 74354443 74355720 + -ENSG00000254631.5 RP11-702H23.4 chr11 74397549 74485742 + -ENSG00000264402.1 MIR548AL chr11 74399237 74399333 + -ENSG00000255440.1 RP11-632K5.2 chr11 74409060 74416379 + -ENSG00000175538.10 KCNE3 chr11 74454841 74467729 - -ENSG00000254928.1 RP11-702H23.6 chr11 74455348 74456825 + -ENSG00000255444.1 CYCSP27 chr11 74482250 74482542 + -ENSG00000254974.1 RP11-702H23.2 chr11 74485580 74486051 - -ENSG00000175536.6 LIPT2 chr11 74491712 74493733 - -ENSG00000254837.2 AP001372.2 chr11 74493366 74498533 + -ENSG00000077514.8 POLD3 chr11 74493851 74669117 + -ENSG00000254500.1 RANP3 chr11 74652636 74652911 + -ENSG00000223202.1 RN7SKP297 chr11 74685224 74685505 + -ENSG00000054938.15 CHRDL2 chr11 74696429 74731385 - -ENSG00000279353.1 RP11-864N7.4 chr11 74698231 74699658 - -ENSG00000265902.1 MIR4696 chr11 74720268 74720337 - -ENSG00000241097.2 RP11-864N7.1 chr11 74738478 74738796 - -ENSG00000227615.1 RP11-864N7.2 chr11 74745716 74746114 - -ENSG00000166439.5 RNF169 chr11 74748868 74842413 + -ENSG00000264095.1 AP000560.1 chr11 74753474 74753584 - -ENSG00000166435.15 XRRA1 chr11 74807739 74949200 - -ENSG00000278879.1 AP000560.3 chr11 74830574 74832510 - -ENSG00000242999.3 RN7SL239P chr11 74845910 74846209 + -ENSG00000241170.2 RP11-147I3.1 chr11 74876286 74920022 + -ENSG00000265344.1 AP001992.1 chr11 74945981 74946078 - -ENSG00000118363.11 SPCS2 chr11 74949247 74979031 + -ENSG00000200152.1 RNU6-216P chr11 74968189 74968292 - -ENSG00000162139.9 NEU3 chr11 74988134 75018893 + -ENSG00000234611.1 OR2AT2P chr11 75071148 75072052 - -ENSG00000213333.3 NPM1P50 chr11 75079265 75080131 - -ENSG00000171561.3 OR2AT4 chr11 75088713 75089754 - -ENSG00000255395.1 CTD-2562J17.2 chr11 75099172 75140148 - -ENSG00000137491.14 SLCO2B1 chr11 75100563 75206549 + -ENSG00000254475.1 OR2AT1P chr11 75131138 75131880 - -ENSG00000255136.2 CTD-2562J17.4 chr11 75208054 75241173 - -ENSG00000255460.1 ZDHHC20P3 chr11 75228322 75228657 - -ENSG00000261594.3 TPBGL chr11 75240905 75243697 + -ENSG00000254429.1 CTD-2562J17.7 chr11 75260127 75261025 + -ENSG00000279117.1 CTD-2562J17.6 chr11 75260129 75262466 - -ENSG00000137486.16 ARRB1 chr11 75264182 75351705 - -ENSG00000254963.1 CTD-2562J17.9 chr11 75264289 75265170 + -ENSG00000199090.1 MIR326 chr11 75335092 75335186 - -ENSG00000149273.14 RPS3 chr11 75399486 75422280 + -ENSG00000206941.1 SNORD15A chr11 75400391 75400538 + -ENSG00000207445.1 SNORD15B chr11 75404421 75404566 + -ENSG00000149243.15 KLHL35 chr11 75422394 75430629 - -ENSG00000158555.14 GDPD5 chr11 75434640 75525903 - -ENSG00000281259.1 AP002815.1 chr11 75491459 75491563 + -ENSG00000254460.1 RP11-939C17.4 chr11 75506937 75508391 - -ENSG00000149257.13 SERPINH1 chr11 75562056 75572783 + -ENSG00000255326.1 CTD-2530H12.4 chr11 75583196 75594665 + -ENSG00000171533.11 MAP6 chr11 75586918 75669120 - -ENSG00000255434.1 CTD-2530H12.8 chr11 75596144 75597270 - -ENSG00000254630.1 CTD-2530H12.7 chr11 75635883 75638587 - -ENSG00000255280.1 CTD-2530H12.5 chr11 75642600 75642889 + -ENSG00000166391.14 MOGAT2 chr11 75717819 75732958 + -ENSG00000263993.2 RN7SL786P chr11 75742129 75742426 + -ENSG00000281528.1 AP001922.1 chr11 75742270 75742331 + -ENSG00000247867.2 CTD-2530H12.1 chr11 75758455 75768647 - -ENSG00000062282.14 DGAT2 chr11 75759512 75801535 + -ENSG00000254826.1 CTD-2530H12.2 chr11 75775904 75776929 + -ENSG00000254814.1 RP11-535A19.1 chr11 75800877 75803415 - -ENSG00000255507.5 RP11-535A19.2 chr11 75803431 75815406 - -ENSG00000198382.8 UVRAG chr11 75815167 76143195 + -ENSG00000200256.1 Y_RNA chr11 75835215 75835323 - -ENSG00000199362.1 Y_RNA chr11 75837544 75837645 - -ENSG00000255255.1 PPP1R1AP1 chr11 75911204 75911628 - -ENSG00000255081.1 RP11-263C24.1 chr11 75914201 75915213 + -ENSG00000223013.1 RNA5SP344 chr11 75934936 75935039 + -ENSG00000254915.1 RP11-263C24.3 chr11 75942129 75942435 - -ENSG00000255421.1 CTD-2011F17.2 chr11 76137315 76137731 - -ENSG00000085741.12 WNT11 chr11 76186325 76210736 - -ENSG00000254933.1 RP11-619A14.2 chr11 76190725 76195071 + -ENSG00000255362.1 RP11-619A14.3 chr11 76210956 76216025 - -ENSG00000137492.7 PRKRIR chr11 76349956 76380971 - -ENSG00000179240.8 RP11-111M22.2 chr11 76381313 76414619 + -ENSG00000272301.1 RP11-111M22.4 chr11 76389648 76390128 + -ENSG00000271757.1 RP11-111M22.5 chr11 76392196 76392905 + -ENSG00000201756.1 Y_RNA chr11 76404140 76404252 - -ENSG00000255135.3 RP11-111M22.3 chr11 76441338 76444656 - -ENSG00000158636.16 C11orf30 chr11 76444923 76553025 + -ENSG00000254755.1 RP11-672A2.7 chr11 76591023 76591211 + -ENSG00000255479.1 RP11-672A2.6 chr11 76625462 76626834 - -ENSG00000255363.1 RP11-672A2.5 chr11 76628096 76630363 - -ENSG00000254810.1 RP11-672A2.4 chr11 76654169 76656712 - -ENSG00000236304.1 AP001189.4 chr11 76657056 76663866 + -ENSG00000137507.11 LRRC32 chr11 76657524 76670747 - -ENSG00000254975.1 RP11-672A2.3 chr11 76675079 76703195 + -ENSG00000204529.3 GUCY2EP chr11 76694043 76707641 - -ENSG00000254761.1 RP11-672A2.1 chr11 76712396 76719608 - -ENSG00000254632.1 RP11-21L23.4 chr11 76759916 76768223 - -ENSG00000182704.7 TSKU chr11 76782251 76798154 + -ENSG00000255100.1 RP11-21L23.3 chr11 76782581 76783062 - -ENSG00000261578.1 RP11-21L23.2 chr11 76800364 76804555 + -ENSG00000078124.11 ACER3 chr11 76860867 77026797 + -ENSG00000212030.1 AP002498.1 chr11 76878232 76878318 + -ENSG00000254988.1 CTD-2547H18.1 chr11 76955417 76978619 - -ENSG00000198488.10 B3GNT6 chr11 77034398 77041973 + -ENSG00000149260.14 CAPN5 chr11 77066932 77126155 + -ENSG00000254550.1 OMP chr11 77102840 77103331 + -ENSG00000137474.19 MYO7A chr11 77128264 77215239 + -ENSG00000178795.9 GDPD4 chr11 77216558 77301687 - -ENSG00000224829.3 TOMM20P1 chr11 77313606 77314032 + -ENSG00000149269.9 PAK1 chr11 77321707 77474635 - -ENSG00000268635.2 RP11-739B23.1 chr11 77473371 77477030 + -ENSG00000074201.8 CLNS1A chr11 77514936 77637805 - -ENSG00000238880.1 RNU7-59P chr11 77566934 77566994 - -ENSG00000178301.3 AQP11 chr11 77589391 77610355 + -ENSG00000048649.13 RSF1 chr11 77659996 77821017 - -ENSG00000206816.1 Y_RNA chr11 77691650 77691751 + -ENSG00000254985.1 RSF1-IT2 chr11 77717712 77718411 - -ENSG00000227376.1 FTH1P16 chr11 77734475 77735026 - -ENSG00000255409.1 RSF1-IT1 chr11 77738680 77739568 - -ENSG00000219529.2 AP000580.1 chr11 77813319 77813676 - -ENSG00000087884.14 AAMDC chr11 77821109 77918432 + -ENSG00000254459.1 RP11-91P24.7 chr11 77829654 77872262 - -ENSG00000254691.1 RP11-91P24.5 chr11 77850604 77851511 + -ENSG00000255449.1 RP11-91P24.6 chr11 77866412 77870091 - -ENSG00000241782.1 RP11-91P24.1 chr11 77868722 77869195 - -ENSG00000149262.16 INTS4 chr11 77878720 77994678 - -ENSG00000255115.2 RP11-91P24.3 chr11 77914990 77915275 - -ENSG00000254829.1 RP11-7I15.3 chr11 78015715 78016495 + -ENSG00000151364.15 KCTD14 chr11 78015715 78080219 - -ENSG00000259112.1 NDUFC2-KCTD14 chr11 78016971 78079865 - -ENSG00000254675.1 RP11-7I15.4 chr11 78022933 78023721 + -ENSG00000151365.2 THRSP chr11 78063861 78068351 + -ENSG00000151366.12 NDUFC2 chr11 78068304 78080219 - -ENSG00000159063.12 ALG8 chr11 78100936 78139660 - -ENSG00000252494.1 RNU6-126P chr11 78133420 78133522 - -ENSG00000246174.7 KCTD21-AS1 chr11 78139771 78175323 + -ENSG00000188997.7 KCTD21 chr11 78171249 78188822 - -ENSG00000118369.12 USP35 chr11 78188812 78214711 + -ENSG00000033327.12 GAB2 chr11 78215297 78418348 - -ENSG00000254420.1 RP11-452H21.1 chr11 78324758 78444049 + -ENSG00000254649.1 RP11-452H21.2 chr11 78388061 78392405 + -ENSG00000251323.2 RP11-452H21.4 chr11 78423982 78429836 - -ENSG00000137513.9 NARS2 chr11 78435961 78574874 - -ENSG00000255084.1 RP11-843A23.1 chr11 78533176 78558565 + -ENSG00000252033.1 RNU6-311P chr11 78579255 78579356 - -ENSG00000254697.1 COPS8P3 chr11 78581675 78582156 + -ENSG00000149256.14 TENM4 chr11 78652831 79440948 - -ENSG00000254563.1 RP11-673F18.1 chr11 78749250 78756480 + -ENSG00000266550.1 AP002958.1 chr11 78973721 78973809 - -ENSG00000255345.1 CTD-2337I7.1 chr11 79092848 79098003 + -ENSG00000254885.1 RP11-802F5.1 chr11 79191558 79193160 + -ENSG00000211997.1 MIR708 chr11 79402022 79402109 - -ENSG00000266570.1 MIR5579 chr11 79422169 79422226 - -ENSG00000255209.1 RP11-258O13.1 chr11 79604967 79612300 - -ENSG00000221551.1 AP000478.1 chr11 79692379 79692529 + -ENSG00000279295.1 RP11-683O4.1 chr11 79966805 79968708 + -ENSG00000254471.1 RP11-885L14.1 chr11 79987513 79989630 + -ENSG00000254434.1 CTD-2555I5.1 chr11 80321620 80327911 - -ENSG00000200146.1 RNU6-544P chr11 80527960 80528066 + -ENSG00000255014.1 ARL6IP1P3 chr11 80653429 80653988 - -ENSG00000255178.1 RP11-686G23.2 chr11 80751200 80762826 - -ENSG00000254437.1 RP11-170L9.1 chr11 80957317 80957634 + -ENSG00000277854.1 AP003464.1 chr11 81122519 81122586 - -ENSG00000254747.1 RP11-664H7.1 chr11 81552226 81552516 + -ENSG00000255316.1 RP11-664H7.2 chr11 81555910 81556425 - -ENSG00000275554.1 AP002802.1 chr11 81806571 81806635 - -ENSG00000270701.1 RP11-876F14.2 chr11 81842435 81842669 - -ENSG00000245832.6 RP11-179A16.1 chr11 81879851 82718082 - -ENSG00000264110.1 MIR4300 chr11 81890741 81890836 - -ENSG00000254511.1 RP11-876F14.1 chr11 81970994 81987813 + -ENSG00000255246.1 RP11-179A16.2 chr11 82603743 82643419 - -ENSG00000227097.5 RPS28P7 chr11 82689559 82689768 + -ENSG00000182103.4 FAM181B chr11 82729941 82733864 - -ENSG00000255382.1 RP11-718B12.2 chr11 82791662 82817146 + -ENSG00000255063.1 RP11-718B12.1 chr11 82805354 82806509 + -ENSG00000137509.10 PRCP chr11 82823502 82970584 - -ENSG00000254441.1 RP11-718B12.5 chr11 82835509 82837222 + -ENSG00000165490.12 DDIAS chr11 82899975 82958277 + -ENSG00000242279.1 RP11-659G9.1 chr11 82957423 82958216 + -ENSG00000254698.1 RP11-659G9.3 chr11 82963681 83039115 - -ENSG00000137502.9 RAB30 chr11 82973133 83071923 - -ENSG00000254522.1 RP11-113K21.1 chr11 83040806 83041403 - -ENSG00000207221.1 SNORA70E chr11 83041464 83041598 - -ENSG00000246067.7 RAB30-AS1 chr11 83072066 83106719 + -ENSG00000255503.1 RP11-113K21.4 chr11 83072402 83097196 - -ENSG00000279900.1 RP11-113K21.6 chr11 83083687 83084138 + -ENSG00000255010.1 RP11-113K21.3 chr11 83106580 83106961 - -ENSG00000254965.1 C1DP5 chr11 83111060 83111442 - -ENSG00000255051.1 BCAS2P1 chr11 83132056 83134737 + -ENSG00000165494.10 PCF11 chr11 83156988 83187451 + -ENSG00000254676.1 RP11-727A23.4 chr11 83180144 83184520 + -ENSG00000247137.8 RP11-727A23.5 chr11 83184491 83193794 - -ENSG00000269939.1 RP11-727A23.11 chr11 83185521 83187036 - -ENSG00000137494.13 ANKRD42 chr11 83193739 83260694 + -ENSG00000255541.1 RP11-727A23.8 chr11 83209399 83209634 + -ENSG00000254551.1 RP11-727A23.7 chr11 83209431 83213379 - -ENSG00000241020.1 RP11-727A23.1 chr11 83213005 83213404 + -ENSG00000137500.9 CCDC90B chr11 83259097 83286407 - -ENSG00000255234.5 RP11-727A23.10 chr11 83286128 83423516 + -ENSG00000255003.1 CYCSP28 chr11 83328926 83329246 + -ENSG00000274004.1 H19_3 chr11 83386988 83387102 + -ENSG00000150672.16 DLG2 chr11 83455012 85627922 - -ENSG00000255311.5 RP11-160H12.2 chr11 83643602 83725390 + -ENSG00000254629.1 RP11-160H12.3 chr11 83789977 83791578 - -ENSG00000250257.1 LDHAL6DP chr11 83814571 83815263 - -ENSG00000264838.1 AP003305.1 chr11 84229560 84229649 + -ENSG00000254713.2 HNRNPA1P72 chr11 84545131 84546846 - -ENSG00000240174.1 RP11-851M3.1 chr11 84639993 84640565 + -ENSG00000254787.1 CTD-2537O9.1 chr11 84720826 84800701 + -ENSG00000274006.1 DLG2-AS1_1 chr11 84887207 84887419 + -ENSG00000276179.1 DLG2-AS1_2 chr11 84890744 84890961 + -ENSG00000255555.1 AP000857.3 chr11 84936689 84955705 + -ENSG00000255396.2 AP000857.2 chr11 84997226 84997768 - -ENSG00000213305.3 HNRNPCP6 chr11 85020785 85021655 - -ENSG00000254684.1 RP11-882I15.1 chr11 85336075 85336572 - -ENSG00000254897.1 RP11-482L11.1 chr11 85452282 85453698 - -ENSG00000206583.1 RNU6-1292P chr11 85509938 85510044 + -ENSG00000171204.12 TMEM126B chr11 85628573 85636539 + -ENSG00000171202.6 TMEM126A chr11 85647967 85656547 + -ENSG00000137504.13 CREBZF chr11 85659708 85682908 - -ENSG00000179071.4 CCDC89 chr11 85684866 85686277 - -ENSG00000137501.16 SYTL2 chr11 85694224 85811159 - -ENSG00000279742.1 RP11-700A24.1 chr11 85852557 85854943 - -ENSG00000150676.12 CCDC83 chr11 85855101 85920021 + -ENSG00000255005.1 RP11-90K17.2 chr11 85916502 85923682 - -ENSG00000254479.1 SLC25A1P1 chr11 85934737 85935663 + -ENSG00000073921.17 PICALM chr11 85957684 86069882 - -ENSG00000200877.1 RNU6-560P chr11 86153227 86153334 + -ENSG00000254699.1 RP11-12D16.2 chr11 86192787 86193482 - -ENSG00000254502.1 FNTAL1 chr11 86195132 86196266 + -ENSG00000276669.1 Metazoa_SRP chr11 86216596 86216878 + -ENSG00000074266.17 EED chr11 86244544 86278813 + -ENSG00000273630.1 MIR6755 chr11 86278333 86278398 + -ENSG00000254783.1 RP11-320L11.2 chr11 86283927 86284668 + -ENSG00000255222.1 SETP17 chr11 86294760 86295576 + -ENSG00000149196.15 C11orf73 chr11 86302211 86345931 + -ENSG00000239856.3 RN7SL225P chr11 86324012 86324309 - -ENSG00000149201.9 CCDC81 chr11 86374736 86423109 + -ENSG00000254733.1 RP11-317J19.1 chr11 86431590 86622867 + -ENSG00000254727.1 PTP4A1P6 chr11 86432098 86432575 + -ENSG00000278989.1 RP11-762L8.6 chr11 86434924 86437282 - -ENSG00000151376.16 ME3 chr11 86441108 86672636 - -ENSG00000254731.1 CTD-2005H7.1 chr11 86703099 86714092 + -ENSG00000255250.1 CTD-2005H7.2 chr11 86727355 86765265 + -ENSG00000150687.11 PRSS23 chr11 86791059 86952910 + -ENSG00000271318.1 AP000654.5 chr11 86821143 86821728 - -ENSG00000197882.3 OR7E13P chr11 86832540 86833449 - -ENSG00000269895.1 AP000654.4 chr11 86833068 86837615 + -ENSG00000255203.1 OR7E2P chr11 86857059 86857947 - -ENSG00000255471.1 RP11-736K20.5 chr11 86892214 86925037 - -ENSG00000280339.1 RP11-736K20.4 chr11 86908990 86912238 - -ENSG00000174804.3 FZD4 chr11 86945679 86955391 - -ENSG00000246523.7 RP11-736K20.6 chr11 86955619 87000959 + -ENSG00000254748.1 HNRNPCP8 chr11 87024583 87025777 + -ENSG00000166575.16 TMEM135 chr11 87037844 87323758 + -ENSG00000277121.1 AP002967.1 chr11 87089014 87089120 + -ENSG00000254843.1 RP11-648O15.1 chr11 87094734 87096585 - -ENSG00000279836.1 RP11-648O15.2 chr11 87121058 87121596 + -ENSG00000213287.3 RP11-680L20.1 chr11 87258851 87259259 - -ENSG00000270510.1 RP11-777F6.3 chr11 87323709 87324359 - -ENSG00000254582.1 PSMA2P1 chr11 87329407 87330052 - -ENSG00000255391.1 CTD-2028E8.1 chr11 87480736 87481297 - -ENSG00000279701.1 CTD-2028E8.2 chr11 87490144 87491110 + -ENSG00000278929.1 RP11-137O10.1 chr11 87565994 87566421 + -ENSG00000223015.1 RNU6-1135P chr11 87606783 87606885 + -ENSG00000255183.1 RP11-720D4.3 chr11 87718354 87719411 - -ENSG00000279341.1 RP11-720D4.2 chr11 87718667 87721233 - -ENSG00000254650.1 RP11-665E10.5 chr11 87815035 87816157 - -ENSG00000255022.1 RP11-665E10.1 chr11 87816224 87816524 + -ENSG00000279793.1 RP11-665E10.2 chr11 87816999 87817567 + -ENSG00000280307.1 RP11-665E10.4 chr11 87879473 87880095 - -ENSG00000254794.1 RP11-665E10.3 chr11 87917948 87917999 - -ENSG00000255516.1 RP11-164N3.1 chr11 88050106 88062110 + -ENSG00000255102.1 RP11-164N3.2 chr11 88061774 88098147 - -ENSG00000255241.1 RP11-164N3.3 chr11 88098591 88115835 + -ENSG00000206690.1 Y_RNA chr11 88099995 88100105 + -ENSG00000123892.11 RAB38 chr11 88113242 88175467 - -ENSG00000277712.1 5S_rRNA chr11 88131569 88131657 + -ENSG00000279733.1 RP11-685B24.1 chr11 88165575 88167691 - -ENSG00000266581.1 MIR3166 chr11 88176502 88176593 + -ENSG00000109861.15 CTSC chr11 88293592 88337787 - -ENSG00000249489.1 GAPDHP70 chr11 88408179 88409223 - -ENSG00000255082.1 GRM5-AS1 chr11 88504576 88524054 + -ENSG00000168959.14 GRM5 chr11 88504576 89065945 - -ENSG00000207113.1 RNU6-16P chr11 88612805 88612911 - -ENSG00000221130.1 AP001482.1 chr11 89112710 89112824 + -ENSG00000077498.8 TYR chr11 89177452 89295759 + -ENSG00000197692.5 CBX3P7 chr11 89293745 89294246 - -ENSG00000279297.1 RP11-796A5.3 chr11 89297717 89298199 + -ENSG00000279603.1 RP11-796A5.4 chr11 89300709 89301477 - -ENSG00000086991.12 NOX4 chr11 89324356 89498187 - -ENSG00000255295.1 RP11-745I13.1 chr11 89498748 89499198 - -ENSG00000279248.1 RP11-643G5.1 chr11 89533645 89534043 - -ENSG00000279697.1 RP11-643G5.2 chr11 89545128 89545744 + -ENSG00000255429.1 RP11-643G5.6 chr11 89546637 89589611 - -ENSG00000279045.1 RP11-643G5.7 chr11 89548130 89548795 - -ENSG00000279056.1 RP11-643G5.4 chr11 89556860 89557205 + -ENSG00000280201.1 RP11-643G5.5 chr11 89576913 89577652 + -ENSG00000134612.11 FOLH1B chr11 89639227 89698718 + -ENSG00000255385.1 UBTFL10 chr11 89700764 89701325 + -ENSG00000279163.1 RP11-313I2.3 chr11 89704164 89704658 + -ENSG00000214414.9 TRIM77 chr11 89710299 89717872 + -ENSG00000255486.1 RP11-313I2.13 chr11 89723482 89727253 - -ENSG00000255540.1 RP11-313I2.5 chr11 89731017 89734782 + -ENSG00000234376.4 UBTFL2 chr11 89752785 89753975 - -ENSG00000254971.1 RP11-313I2.11 chr11 89753982 89754953 - -ENSG00000255170.2 RP11-313I2.6 chr11 89764884 89765138 + -ENSG00000204456.4 RP11-313I2.10 chr11 89766440 89768836 - -ENSG00000254751.2 TRIM64DP chr11 89776981 89782377 + -ENSG00000255162.1 RP11-358N4.3 chr11 89785945 89787838 + -ENSG00000255285.1 RP11-358N4.5 chr11 89789412 89789733 - -ENSG00000168930.13 TRIM49 chr11 89797655 89808575 - -ENSG00000250946.2 RP11-358N4.6 chr11 89820082 89826922 + -ENSG00000166013.11 TRIM53BP chr11 89841997 89850970 + -ENSG00000204455.7 TRIM51BP chr11 89854953 89862893 + -ENSG00000254558.1 RP11-81M19.3 chr11 89863848 89865550 - -ENSG00000189253.7 TRIM64B chr11 89869282 89876017 - -ENSG00000255235.1 RP11-313I2.8 chr11 89883927 89886213 - -ENSG00000254617.1 AP000648.3 chr11 89887366 89889991 + -ENSG00000254785.1 RP11-81M19.1 chr11 89895799 89900449 - -ENSG00000255055.1 MTND1P35 chr11 89908540 89909047 + -ENSG00000223417.8 TRIM49D1 chr11 89911111 89921767 - -ENSG00000233802.8 TRIM49D2 chr11 89924064 89933063 + -ENSG00000254818.1 RP11-529A4.4 chr11 89944035 89949402 + -ENSG00000278837.1 RP11-529A4.16 chr11 89954593 89954908 - -ENSG00000255360.1 RP11-529A4.15 chr11 89955146 89957165 - -ENSG00000254655.1 RP11-529A4.5 chr11 89960422 89960624 + -ENSG00000204450.7 TRIM64 chr11 89968502 89975228 + -ENSG00000255305.1 RP11-529A4.7 chr11 89978540 89980661 + -ENSG00000237706.4 TRIM51EP chr11 89981441 89989559 - -ENSG00000225581.3 TRIM53AP chr11 89993536 89999741 - -ENSG00000255184.1 RP11-313I2.7 chr11 90017611 90024511 - -ENSG00000204449.3 TRIM49C chr11 90031106 90042025 + -ENSG00000254803.1 RP11-529A4.9 chr11 90049945 90050266 + -ENSG00000254916.1 RP11-529A4.12 chr11 90051837 90053736 - -ENSG00000223709.5 TRIM64EP chr11 90057605 90062999 - -ENSG00000255011.1 RP11-529A4.10 chr11 90071136 90073055 + -ENSG00000254888.2 RP11-716D19.1 chr11 90074839 90075096 - -ENSG00000255009.4 UBTFL1 chr11 90085950 90087131 + -ENSG00000254436.1 AP000648.6 chr11 90098421 90098817 - -ENSG00000207299.1 SNORD56 chr11 90118391 90118461 + -ENSG00000279299.1 AP000648.4 chr11 90125658 90126061 + -ENSG00000077616.10 NAALAD2 chr11 90131515 90192894 + -ENSG00000280385.1 AP000648.5 chr11 90193614 90198120 + -ENSG00000110172.11 CHORDC1 chr11 90201160 90223364 - -ENSG00000280367.1 RP11-121L10.2 chr11 90223153 90226538 + -ENSG00000261645.5 DISC1FP1 chr11 90251232 90915052 + -ENSG00000214391.3 TUBAP2 chr11 90282560 90284172 + -ENSG00000223101.1 AP002364.1 chr11 90324776 90324884 + -ENSG00000266703.1 MIR4490 chr11 90555774 90555857 - -ENSG00000280430.1 RP11-660M18.1 chr11 90731110 90731723 + -ENSG00000221586.1 MIR1261 chr11 90869121 90869202 - -ENSG00000280085.1 RP11-678K21.1 chr11 90972316 90972521 - -ENSG00000279209.1 RP11-678K21.2 chr11 91013787 91015299 + -ENSG00000279438.1 RP11-678K21.3 chr11 91093875 91094260 - -ENSG00000254677.1 OSBPL9P2 chr11 91114724 91115951 - -ENSG00000255070.1 OSBPL9P3 chr11 91115961 91116555 + -ENSG00000255187.1 RP11-699F16.2 chr11 91158083 91167294 + -ENSG00000280124.1 RP11-739P6.1 chr11 91184934 91185543 - -ENSG00000278980.1 RP11-739P6.2 chr11 91208838 91209590 - -ENSG00000280093.1 RP11-843F11.1 chr11 91382909 91383289 + -ENSG00000255332.7 RP11-201M22.1 chr11 91794362 91812294 + -ENSG00000254961.1 TUBB4BP4 chr11 91949731 91950034 - -ENSG00000278859.1 RP11-806N19.2 chr11 91992833 91993255 + -ENSG00000242248.2 RPL7AP57 chr11 92161106 92161889 + -ENSG00000235547.3 NDUFB11P1 chr11 92336032 92336496 - -ENSG00000165323.15 FAT3 chr11 92352096 92896470 + -ENSG00000249255.1 PGAM1P9 chr11 92366496 92367250 - -ENSG00000254705.1 RP11-675M1.2 chr11 92400191 92408176 - -ENSG00000244244.2 RPS3AP42 chr11 92498152 92498935 - -ENSG00000255506.1 RP11-203F8.1 chr11 92748732 92766867 - -ENSG00000255127.1 RP11-676F20.2 chr11 92914602 92916591 + -ENSG00000255287.1 SNRPGP16 chr11 92937441 92937666 + -ENSG00000254874.1 RP11-676F20.1 chr11 92965797 92966603 + -ENSG00000134640.2 MTNR1B chr11 92969720 92985066 + -ENSG00000242807.1 RPL26P31 chr11 93052395 93052827 - -ENSG00000278892.1 RP11-183A22.3 chr11 93071529 93072031 + -ENSG00000279304.1 RP11-573M3.6 chr11 93133855 93134164 + -ENSG00000180773.14 SLC36A4 chr11 93144171 93197964 - -ENSG00000255445.1 RP11-573M3.3 chr11 93152075 93152750 + -ENSG00000280379.1 RP11-573M3.2 chr11 93171134 93171906 + -ENSG00000279269.1 RP11-573M3.5 chr11 93206990 93207583 - -ENSG00000233737.3 RP11-573M3.4 chr11 93221486 93221630 - -ENSG00000255233.1 RP11-755E23.3 chr11 93240133 93241168 + -ENSG00000279684.1 RP11-755E23.2 chr11 93286629 93288903 - -ENSG00000165325.13 CCDC67 chr11 93329971 93438487 + -ENSG00000221565.1 AP004242.1 chr11 93407825 93407913 - -ENSG00000166002.6 SMCO4 chr11 93478472 93543508 - -ENSG00000234106.3 RP11-288E14.2 chr11 93535468 93535816 + -ENSG00000240202.3 RN7SL223P chr11 93556913 93557206 + -ENSG00000279454.1 RP11-178H8.1 chr11 93587703 93588559 + -ENSG00000278953.1 RP11-178H8.2 chr11 93592187 93592669 + -ENSG00000255515.1 RP11-178H8.3 chr11 93609760 93610333 - -ENSG00000166004.14 CEP295 chr11 93661639 93730358 + -ENSG00000199875.1 Y_RNA chr11 93719603 93719715 + -ENSG00000254911.3 SCARNA9 chr11 93721513 93721865 + -ENSG00000275146.1 snoU2_19 chr11 93721542 93721621 + -ENSG00000273885.1 snoU2-30 chr11 93721797 93721866 + -ENSG00000279696.1 RP11-178H8.7 chr11 93726654 93729805 - -ENSG00000166012.14 TAF1D chr11 93729948 93784391 - -ENSG00000207112.1 SNORA25 chr11 93730513 93730646 - -ENSG00000206799.1 SNORA32 chr11 93730979 93731099 - -ENSG00000202314.1 SNORD6 chr11 93731502 93731574 - -ENSG00000206834.1 SNORA1 chr11 93732004 93732133 - -ENSG00000207304.1 SNORA8 chr11 93732361 93732499 - -ENSG00000281293.1 AP001273.1 chr11 93732435 93732501 - -ENSG00000239195.1 SNORD5 chr11 93733228 93733300 - -ENSG00000207145.1 SNORA18 chr11 93733466 93733597 - -ENSG00000221170.1 MIR1304 chr11 93733674 93733764 - -ENSG00000210825.1 SNORA40 chr11 93735111 93735236 - -ENSG00000182919.14 C11orf54 chr11 93741591 93764749 + -ENSG00000042429.10 MED17 chr11 93784227 93814695 + -ENSG00000214376.5 VSTM5 chr11 93818232 93850531 - -ENSG00000206911.1 Y_RNA chr11 93827622 93827734 + -ENSG00000255995.1 HPRTP4 chr11 93991346 93991429 - -ENSG00000256752.1 HPRT1P3 chr11 93998643 93999218 - -ENSG00000181333.11 HEPHL1 chr11 94021361 94113751 + -ENSG00000227593.2 PHBP16 chr11 94055023 94055972 - -ENSG00000110218.8 PANX1 chr11 94128928 94181972 + -ENSG00000256745.1 RP11-680H20.1 chr11 94188449 94188997 - -ENSG00000250519.6 RP11-680H20.2 chr11 94238150 94279206 + -ENSG00000183560.8 IZUMO1R chr11 94305593 94307721 + -ENSG00000123901.8 GPR83 chr11 94377311 94401419 - -ENSG00000020922.12 MRE11A chr11 94415578 94493908 - -ENSG00000221230.1 MIR548L chr11 94466495 94466580 - -ENSG00000255893.1 RP11-685N10.1 chr11 94472908 94473570 - -ENSG00000168876.8 ANKRD49 chr11 94493629 94499583 + -ENSG00000257057.1 C11orf97 chr11 94512581 94532123 + -ENSG00000196371.3 FUT4 chr11 94543840 94549898 + -ENSG00000134627.11 PIWIL4 chr11 94543840 94621421 + -ENSG00000255929.5 RP11-867G2.8 chr11 94545330 94740355 - -ENSG00000280167.1 RP11-867G2.4 chr11 94559018 94559374 + -ENSG00000233536.2 RP11-867G2.5 chr11 94638038 94640833 + -ENSG00000255666.5 RP11-867G2.6 chr11 94641907 94651631 + -ENSG00000166025.17 AMOTL1 chr11 94706431 94876753 + -ENSG00000256469.1 RP11-856F16.2 chr11 94874052 94925521 - -ENSG00000213368.3 ST13P11 chr11 94913047 94913766 + -ENSG00000150316.11 CWC15 chr11 94962622 94973612 - -ENSG00000186280.6 KDM4D chr11 94973681 94999518 + -ENSG00000255653.1 RP11-60C6.3 chr11 95011858 95012532 + -ENSG00000235268.2 KDM4E chr11 95025258 95027596 + -ENSG00000274486.1 RP11-60C6.8 chr11 95030549 95031245 + -ENSG00000256779.1 RP11-60C6.5 chr11 95037482 95038456 + -ENSG00000257012.1 RP11-60C6.6 chr11 95040411 95041571 + -ENSG00000255855.1 RP11-735A19.2 chr11 95049422 95050945 + -ENSG00000277984.1 RP11-735A19.3 chr11 95057282 95057984 + -ENSG00000263465.3 SRSF8 chr11 95067197 95071224 + -ENSG00000149218.4 ENDOD1 chr11 95089810 95132645 + -ENSG00000270689.1 BUD13P1 chr11 95143637 95145125 + -ENSG00000270578.1 RP11-712B9.5 chr11 95145437 95146004 + -ENSG00000245552.6 RP11-712B9.2 chr11 95150539 95234104 + -ENSG00000149212.10 SESN3 chr11 95165540 95232541 - -ENSG00000276602.2 AP000787.1 chr11 95254503 95254621 + -ENSG00000201204.1 Y_RNA chr11 95473272 95473374 - -ENSG00000250390.2 RP11-338H14.1 chr11 95482406 95497553 + -ENSG00000255605.1 RP11-644L4.1 chr11 95698086 95700623 + -ENSG00000273600.1 CTD-2564P9.3 chr11 95756959 95757442 - -ENSG00000077458.12 FAM76B chr11 95768942 95790409 - -ENSG00000166037.10 CEP57 chr11 95789965 95832693 + -ENSG00000087053.18 MTMR2 chr11 95832882 95925315 - -ENSG00000222578.1 RNA5SP345 chr11 95840017 95840124 - -ENSG00000242993.1 RP11-697H10.1 chr11 95963219 95963624 + -ENSG00000184384.13 MAML2 chr11 95976598 96343180 - -ENSG00000216073.3 AP000870.1 chr11 95990932 95991017 - -ENSG00000266192.2 MIR1260B chr11 96341427 96341534 + -ENSG00000149231.11 CCDC82 chr11 96352769 96389923 - -ENSG00000183340.6 JRKL chr11 96389989 96507574 + -ENSG00000255679.1 JRKL-AS1 chr11 96447132 96506826 - -ENSG00000200411.1 RNA5SP346 chr11 96474572 96474692 - -ENSG00000256684.1 RP11-49K4.2 chr11 96508425 96514748 + -ENSG00000254587.1 RP11-360K13.1 chr11 96590317 96713822 + -ENSG00000255376.1 RP11-360K13.2 chr11 96642671 96643225 - -ENSG00000255205.1 MED28P5 chr11 97000274 97000711 - -ENSG00000270753.1 RP11-693I21.1 chr11 97086160 97086682 - -ENSG00000255039.1 RP11-882G5.1 chr11 97222644 97259987 - -ENSG00000199315.1 RNA5SP347 chr11 97657464 97657582 + -ENSG00000255502.5 RP11-379J13.2 chr11 97878781 97942762 - -ENSG00000254555.1 RP11-379J13.1 chr11 97908253 97908537 - -ENSG00000255380.1 RP11-684B20.1 chr11 98130239 98131198 - -ENSG00000254939.1 CTD-2342I9.1 chr11 98565074 98566827 - -ENSG00000254599.1 RP11-115E19.1 chr11 98676391 98683735 + -ENSG00000254830.1 RP11-99C10.1 chr11 98938912 98945079 - -ENSG00000149972.10 CNTN5 chr11 99020953 100358885 + -ENSG00000223269.1 RN7SKP53 chr11 99120176 99120490 + -ENSG00000266616.1 AP003558.1 chr11 99424938 99425005 - -ENSG00000255547.1 RPA2P3 chr11 100336856 100337625 + -ENSG00000242165.3 RN7SL222P chr11 100641975 100642273 - -ENSG00000255059.1 AP000620.1 chr11 100666459 100666962 + -ENSG00000248027.1 CTD-2383M3.1 chr11 100684162 100687955 - -ENSG00000165895.17 ARHGAP42 chr11 100687653 100991937 + -ENSG00000265208.2 AC015600.1 chr11 100794450 100794535 + -ENSG00000200047.1 RN7SKP115 chr11 100839630 100839946 + -ENSG00000170647.3 TMEM133 chr11 100991989 100993941 + -ENSG00000082175.14 PGR chr11 101029624 101130524 - -ENSG00000282728.1 RP11-788M5.4 chr11 101129077 101209591 + -ENSG00000255504.2 RP11-788M5.3 chr11 101208905 101209450 + -ENSG00000137672.12 TRPC6 chr11 101451564 101872562 - -ENSG00000263885.1 MIR3920 chr11 101519820 101519905 - -ENSG00000254506.1 RP11-748H22.1 chr11 101584295 101595156 + -ENSG00000254534.1 RP11-748H22.2 chr11 101765935 101769961 - -ENSG00000187151.7 ANGPTL5 chr11 101890674 101916522 - -ENSG00000110318.13 CEP126 chr11 101915015 102001058 + -ENSG00000137691.12 C11orf70 chr11 102047443 102084560 + -ENSG00000274097.1 5S_rRNA chr11 102057854 102057960 + -ENSG00000260008.1 RP11-732A21.2 chr11 102107886 102109842 + -ENSG00000277459.1 RP11-732A21.3 chr11 102109827 102110457 - -ENSG00000137693.13 YAP1 chr11 102110461 102233423 + -ENSG00000254422.1 RP11-864G5.3 chr11 102229851 102230922 - -ENSG00000243777.1 RP11-864G5.1 chr11 102295060 102295806 + -ENSG00000270868.1 RP11-864G5.7 chr11 102306112 102306271 + -ENSG00000271600.1 RP11-864G5.8 chr11 102308557 102308797 - -ENSG00000212466.1 RNU6-952P chr11 102313722 102313829 + -ENSG00000023445.13 BIRC3 chr11 102317450 102339403 + -ENSG00000110330.8 BIRC2 chr11 102347211 102378670 + -ENSG00000152558.14 TMEM123 chr11 102396332 102470384 - -ENSG00000255337.1 RP11-315O6.1 chr11 102452919 102462008 + -ENSG00000255482.1 RP11-315O6.2 chr11 102467255 102498801 + -ENSG00000137673.8 MMP7 chr11 102520508 102530753 - -ENSG00000137674.3 MMP20 chr11 102576835 102625332 - -ENSG00000256916.1 RP11-817J15.2 chr11 102606916 102628070 + -ENSG00000281655.1 RP11-817J15.3 chr11 102681310 102683913 + -ENSG00000137675.4 MMP27 chr11 102691487 102705806 - -ENSG00000118113.11 MMP8 chr11 102711795 102727050 - -ENSG00000255282.6 WTAPP1 chr11 102746968 102836766 + -ENSG00000225678.2 AP000619.5 chr11 102751070 102754943 - -ENSG00000256254.1 AP000647.3 chr11 102766801 102767927 - -ENSG00000166670.9 MMP10 chr11 102770503 102780628 - -ENSG00000196611.4 MMP1 chr11 102789920 102798160 - -ENSG00000256035.1 AP000619.6 chr11 102806948 102807916 - -ENSG00000149968.11 MMP3 chr11 102835801 102843803 - -ENSG00000262406.2 MMP12 chr11 102862736 102875034 - -ENSG00000255469.1 BOLA3P1 chr11 102880492 102880846 + -ENSG00000238562.1 RNU7-159P chr11 102903892 102903953 - -ENSG00000137745.11 MMP13 chr11 102942995 102955734 - -ENSG00000276521.1 RP11-690D19.4 chr11 102963460 102966628 - -ENSG00000239861.1 RP11-690D19.1 chr11 103045237 103045712 + -ENSG00000260966.1 RP11-690D19.3 chr11 103050687 103055799 - -ENSG00000137692.11 DCUN1D5 chr11 103062076 103092215 - -ENSG00000187240.13 DYNC2H1 chr11 103109431 103479863 + -ENSG00000254895.2 RP11-37O16.7 chr11 103402013 103402586 - -ENSG00000254931.2 RP11-37O16.6 chr11 103402588 103403422 - -ENSG00000255417.1 RP11-37O16.4 chr11 103403512 103404167 - -ENSG00000255350.1 RP11-37O16.3 chr11 103404309 103405834 - -ENSG00000254565.1 MTND2P26 chr11 103406213 103407241 - -ENSG00000253245.2 MTND1P36 chr11 103407441 103408376 - -ENSG00000254824.1 RP11-37O16.8 chr11 103409580 103409657 - -ENSG00000254987.1 RP11-563P16.1 chr11 103675994 103895271 - -ENSG00000264200.1 MIR4693 chr11 103849906 103849980 + -ENSG00000170962.12 PDGFD chr11 103907186 104164379 - -ENSG00000255548.1 RP11-617B3.2 chr11 103945548 103946546 + -ENSG00000170967.4 DDI1 chr11 104036580 104039188 + -ENSG00000256422.5 RP11-886D15.1 chr11 104445868 104609321 - -ENSG00000270449.1 RP11-681H10.1 chr11 104682383 104682581 - -ENSG00000254569.1 RP11-693N9.1 chr11 104873264 104873417 + -ENSG00000204403.9 CASP12 chr11 104885718 104898670 - -ENSG00000235505.7 RP11-693N9.2 chr11 104901549 104919073 - -ENSG00000196954.12 CASP4 chr11 104942866 104969436 - -ENSG00000137757.10 CASP5 chr11 104994235 105023168 - -ENSG00000137752.22 CASP1 chr11 105025443 105035250 - -ENSG00000204397.7 CARD16 chr11 105041326 105101431 - -ENSG00000254750.1 CASP1P2 chr11 105063345 105071541 - -ENSG00000255221.2 CARD17 chr11 105092469 105101431 - -ENSG00000255430.1 CASP1P1 chr11 105122661 105123339 - -ENSG00000255501.1 CARD18 chr11 105137721 105139726 - -ENSG00000254998.1 RP11-94P11.4 chr11 105157927 105531697 - -ENSG00000254767.1 OR2AL1P chr11 105194440 105194946 - -ENSG00000255336.1 RP11-94P11.3 chr11 105246880 105247060 - -ENSG00000278640.1 Metazoa_SRP chr11 105352670 105352956 - -ENSG00000152578.12 GRIA4 chr11 105609994 105982092 + -ENSG00000255403.1 AP000641.1 chr11 105706299 105707937 + -ENSG00000222663.1 RNU4-55P chr11 105824634 105824770 + -ENSG00000263371.2 AP000673.1 chr11 105933951 105934034 + -ENSG00000252081.1 RNU6-277P chr11 105974826 105974931 - -ENSG00000170903.10 MSANTD4 chr11 105995623 106022403 - -ENSG00000182359.14 KBTBD3 chr11 106051098 106077765 - -ENSG00000149313.10 AASDHPPT chr11 106075501 106098710 + -ENSG00000254433.1 RP11-677I18.3 chr11 106085990 106101975 - -ENSG00000254580.1 RP11-677I18.4 chr11 106112459 106132116 - -ENSG00000281713.1 AP001001.1 chr11 106139000 106139077 - -ENSG00000254811.5 RP11-680E19.1 chr11 106250019 106264905 + -ENSG00000255065.1 RP11-680E19.2 chr11 106310045 106311791 + -ENSG00000152402.10 GUCY1A2 chr11 106674012 107018524 - -ENSG00000264542.1 AP001282.1 chr11 106801349 106801492 - -ENSG00000274584.1 RP11-819M15.2 chr11 106824025 106824954 + -ENSG00000213252.3 RP11-819M15.1 chr11 106826392 106827890 - -ENSG00000255353.1 RP11-382M14.1 chr11 107176286 107177530 + -ENSG00000261098.1 RP11-819C21.1 chr11 107312132 107316271 - -ENSG00000152404.15 CWF19L2 chr11 107326345 107457844 - -ENSG00000225215.1 SMARCE1P1 chr11 107403404 107404589 - -ENSG00000137760.14 ALKBH8 chr11 107502726 107565746 - -ENSG00000270969.1 CTD-2355J17.2 chr11 107585901 107586903 - -ENSG00000110675.12 ELMOD1 chr11 107591091 107666779 + -ENSG00000255483.1 AP000889.2 chr11 107600379 107600868 - -ENSG00000273930.1 AP000889.3 chr11 107614347 107614456 - -ENSG00000254758.1 AP000889.1 chr11 107642887 107643871 - -ENSG00000170290.3 SLN chr11 107707378 107719693 - -ENSG00000254702.1 CTD-2651C21.3 chr11 107736009 107738718 - -ENSG00000110660.14 SLC35F2 chr11 107790991 107928293 - -ENSG00000240652.1 RP11-832N8.1 chr11 107908420 107908764 + -ENSG00000179331.2 RAB39A chr11 107928503 107963482 + -ENSG00000276237.1 AP003307.1 chr11 107957902 107958009 - -ENSG00000166266.13 CUL5 chr11 108008733 108107776 + -ENSG00000200855.1 Y_RNA chr11 108084913 108085014 + -ENSG00000255467.1 RP11-144G7.2 chr11 108105074 108121684 - -ENSG00000075239.13 ACAT1 chr11 108121516 108147776 + -ENSG00000149308.16 NPAT chr11 108157215 108222642 - -ENSG00000149311.17 ATM chr11 108222484 108369102 + -ENSG00000206967.1 Y_RNA chr11 108229503 108229604 - -ENSG00000166323.12 C11orf65 chr11 108308519 108467531 - -ENSG00000221607.1 AP005718.1 chr11 108469455 108469552 - -ENSG00000178202.12 KDELC2 chr11 108472105 108498432 - -ENSG00000110723.11 EXPH5 chr11 108505431 108593738 - -ENSG00000178105.9 DDX10 chr11 108665025 108940930 + -ENSG00000240698.1 RPS2P39 chr11 108690289 108690956 - -ENSG00000254730.1 RP11-801G16.2 chr11 108727741 108730104 - -ENSG00000255379.1 CYCSP29 chr11 108822333 108822650 - -ENSG00000203334.4 RP11-25I9.3 chr11 108957718 108959797 + -ENSG00000255528.1 RP11-25I9.2 chr11 109002465 109037967 - -ENSG00000201243.1 RNU6-654P chr11 109005517 109005623 + -ENSG00000200613.1 RNA5SP349 chr11 109120878 109120986 - -ENSG00000264997.1 SNORD39 chr11 109263494 109263564 - -ENSG00000255028.5 RP11-708B6.2 chr11 109355085 109583907 - -ENSG00000185742.6 C11orf87 chr11 109422120 109429114 + -ENSG00000254890.1 RP11-10A7.1 chr11 109486968 109487424 - -ENSG00000254482.1 RP11-386B1.1 chr11 109637468 109638128 - -ENSG00000254659.2 RP11-262A12.1 chr11 109751442 109823847 - -ENSG00000254798.1 TFAMP2 chr11 109907004 109907741 - -ENSG00000224776.3 RP11-361A21.1 chr11 109982192 109983043 + -ENSG00000270423.1 RP11-361A21.3 chr11 109985243 109985660 - -ENSG00000255210.1 RP11-344L21.1 chr11 110049528 110050160 + -ENSG00000149289.10 ZC3H12C chr11 110093361 110171841 + -ENSG00000137710.14 RDX chr11 110174880 110296722 - -ENSG00000254416.5 RP11-347E10.1 chr11 110355130 110406400 + -ENSG00000137714.2 FDX1 chr11 110429883 110464881 + -ENSG00000137727.12 ARHGAP20 chr11 110577042 110713189 - -ENSG00000233497.4 HNRNPA1P60 chr11 110788026 110788976 - -ENSG00000255149.1 RP11-97I14.1 chr11 110876994 110877177 - -ENSG00000200168.1 RNA5SP350 chr11 111040098 111040208 - -ENSG00000271390.1 RP11-89C3.3 chr11 111089870 111090368 - -ENSG00000271584.1 RP11-89C3.4 chr11 111091932 111097357 - -ENSG00000239354.1 RPS17P15 chr11 111105547 111105895 - -ENSG00000270202.1 RP11-89C3.2 chr11 111107060 111107750 - -ENSG00000150750.6 C11orf53 chr11 111255982 111286401 + -ENSG00000196167.9 COLCA1 chr11 111290787 111305045 - -ENSG00000214290.7 COLCA2 chr11 111298546 111308735 + -ENSG00000264032.1 MIR4491 chr11 111347757 111347824 + -ENSG00000110777.11 POU2AF1 chr11 111352252 111455630 - -ENSG00000253099.1 RNU2-60P chr11 111383092 111383219 + -ENSG00000255428.1 RP11-794P6.1 chr11 111414242 111418186 - -ENSG00000255208.1 RP11-794P6.3 chr11 111449868 111451311 + -ENSG00000255093.1 RP11-794P6.2 chr11 111451339 111458151 + -ENSG00000137707.13 BTG4 chr11 111467526 111512354 - -ENSG00000207811.2 MIR34B chr11 111512931 111513040 + -ENSG00000207562.2 MIR34C chr11 111513431 111513538 + -ENSG00000254980.1 RP11-794P6.6 chr11 111514043 111526755 - -ENSG00000183644.13 C11orf88 chr11 111514785 111537031 + -ENSG00000204381.11 LAYN chr11 111540280 111561745 + -ENSG00000170145.4 SIK2 chr11 111602391 111730853 + -ENSG00000235286.1 AP000925.2 chr11 111670956 111672404 - -ENSG00000223324.1 RN7SKP273 chr11 111683111 111683424 + -ENSG00000137713.15 PPP2R1B chr11 111726908 111766427 - -ENSG00000254990.5 RP11-108O10.2 chr11 111768668 111778350 - -ENSG00000086848.14 ALG9 chr11 111782195 111871581 - -ENSG00000258529.5 RP11-108O10.8 chr11 111786286 111879425 - -ENSG00000254450.1 ALG9-IT1 chr11 111817214 111829212 - -ENSG00000254949.1 GNG5P3 chr11 111864254 111864460 + -ENSG00000255561.6 FDXACB1 chr11 111874056 111881243 - -ENSG00000137720.7 C11orf1 chr11 111878935 111885975 + -ENSG00000176343.5 RPL37AP8 chr11 111889199 111889474 - -ENSG00000109846.7 CRYAB chr11 111908565 111923722 - -ENSG00000170276.5 HSPB2 chr11 111912242 111914093 + -ENSG00000254445.1 HSPB2-C11orf52 chr11 111912736 111926871 + -ENSG00000149300.9 C11orf52 chr11 111918032 111926872 + -ENSG00000150764.13 DIXDC1 chr11 111927144 112022584 + -ENSG00000238965.1 RNA5SP351 chr11 111928400 111928508 + -ENSG00000255286.2 RP11-708L7.7 chr11 111945639 111946892 - -ENSG00000255334.1 RP11-708L7.6 chr11 112015307 112016124 + -ENSG00000150768.15 DLAT chr11 112024814 112064390 + -ENSG00000230911.1 PPIHP1 chr11 112029858 112030367 - -ENSG00000238444.1 RNU6-893P chr11 112032499 112032598 - -ENSG00000271025.1 RP11-708L7.9 chr11 112036627 112036863 - -ENSG00000150773.10 PIH1D2 chr11 112064010 112074274 - -ENSG00000150776.17 C11orf57 chr11 112074086 112085150 + -ENSG00000150779.11 TIMM8B chr11 112084800 112086798 - -ENSG00000204370.8 SDHD chr11 112086773 112120013 + -ENSG00000255292.6 AP002884.2 chr11 112086903 112193805 + -ENSG00000150782.11 IL18 chr11 112143251 112164117 - -ENSG00000254638.1 RP11-356J5.4 chr11 112165197 112172606 - -ENSG00000150783.9 TEX12 chr11 112167372 112172559 + -ENSG00000197580.11 BCO2 chr11 112175467 112224699 + -ENSG00000214264.4 KCTD9P4 chr11 112180773 112183191 + -ENSG00000255231.1 MRPS36P4 chr11 112208601 112208898 + -ENSG00000243930.1 RPS12P21 chr11 112218326 112218720 + -ENSG00000150787.7 PTS chr11 112226365 112269955 + -ENSG00000243250.1 RPS6P16 chr11 112235371 112236025 - -ENSG00000215954.2 AP002884.1 chr11 112247844 112247932 + -ENSG00000188771.4 PLET1 chr11 112248479 112260860 - -ENSG00000268472.2 RP11-356J5.13 chr11 112260265 112261396 + -ENSG00000213234.4 ST13P10 chr11 112267290 112268371 - -ENSG00000250303.3 RP11-356J5.12 chr11 112270749 112362534 + -ENSG00000206772.1 RNU6-44P chr11 112352556 112352662 - -ENSG00000254968.6 RP11-65M17.3 chr11 112393118 112621729 + -ENSG00000213233.5 RPL23AP62 chr11 112461468 112461920 - -ENSG00000255484.2 RP11-65M17.1 chr11 112534220 112555802 - -ENSG00000212397.1 snosnR66 chr11 112602354 112602452 - -ENSG00000254626.1 RP11-27G22.1 chr11 112787304 112795854 + -ENSG00000247416.2 RP11-629G13.1 chr11 112959279 112963460 - -ENSG00000149294.16 NCAM1 chr11 112961247 113278436 + -ENSG00000238998.1 RNU7-187P chr11 112977353 112977420 + -ENSG00000227487.3 NCAM1-AS1 chr11 113269532 113273901 - -ENSG00000255129.5 RP11-839D17.3 chr11 113278437 113314437 - -ENSG00000149292.16 TTC12 chr11 113314529 113383544 + -ENSG00000270179.1 RP11-159N11.4 chr11 113368478 113369117 + -ENSG00000170209.4 ANKK1 chr11 113387791 113400418 + -ENSG00000256757.1 RP11-159N11.3 chr11 113405321 113412117 + -ENSG00000149295.13 DRD2 chr11 113409615 113475691 - -ENSG00000265140.1 MIR4301 chr11 113450023 113450088 - -ENSG00000166682.10 TMPRSS5 chr11 113687550 113706373 - -ENSG00000256091.1 MTRF1LP1 chr11 113711720 113712398 + -ENSG00000086827.8 ZW10 chr11 113733187 113773811 - -ENSG00000243353.1 RP11-667M19.1 chr11 113751116 113751286 - -ENSG00000257070.1 RP11-667M19.4 chr11 113769660 113769994 + -ENSG00000256603.1 RP11-667M19.2 chr11 113770393 113771691 - -ENSG00000228607.2 CLDN25 chr11 113779747 113780500 + -ENSG00000256167.1 ATF4P4 chr11 113789231 113791366 + -ENSG00000255870.1 RP11-667M19.5 chr11 113789242 113790027 + -ENSG00000257101.1 LRRC37A13P chr11 113791466 113791752 + -ENSG00000048028.11 USP28 chr11 113797874 113875570 - -ENSG00000256452.1 RP11-667M19.10 chr11 113818077 113822458 + -ENSG00000255710.2 RP11-667M19.9 chr11 113820856 113821885 - -ENSG00000201687.1 RNU6-1107P chr11 113859346 113859449 + -ENSG00000149305.6 HTR3B chr11 113904677 113946565 + -ENSG00000166736.11 HTR3A chr11 113974881 113990313 + -ENSG00000109906.13 ZBTB16 chr11 114059593 114250676 + -ENSG00000221112.1 AP000908.1 chr11 114086811 114086929 - -ENSG00000256947.1 RP11-64D24.2 chr11 114210616 114356571 - -ENSG00000166741.7 NNMT chr11 114257787 114313285 + -ENSG00000280653.1 AP002518.1 chr11 114312063 114312207 + -ENSG00000256195.2 RP11-64D24.4 chr11 114360635 114380045 - -ENSG00000180425.10 C11orf71 chr11 114391443 114400550 - -ENSG00000282682.1 C11orf71 chr11 114399960 114400331 - -ENSG00000076053.10 RBM7 chr11 114400030 114414203 + -ENSG00000255663.1 RP11-212D19.4 chr11 114400682 114443932 + -ENSG00000076043.9 REXO2 chr11 114439386 114450279 + -ENSG00000256533.1 RP11-212D19.5 chr11 114453064 114454123 + -ENSG00000255982.1 NXPE2P1 chr11 114512706 114513431 - -ENSG00000270204.1 RP11-172C16.5 chr11 114517864 114518371 + -ENSG00000095110.7 NXPE1 chr11 114521715 114559895 - -ENSG00000238724.1 snoU13 chr11 114527129 114527232 + -ENSG00000137634.9 NXPE4 chr11 114570591 114595762 - -ENSG00000256674.1 RP11-172C16.4 chr11 114583253 114584692 + -ENSG00000204361.8 NXPE2 chr11 114678386 114706933 + -ENSG00000252870.1 ACA59 chr11 115128218 115128373 - -ENSG00000182985.16 CADM1 chr11 115169218 115504957 - -ENSG00000256972.1 AP000462.3 chr11 115333577 115340262 + -ENSG00000255580.1 AP000462.2 chr11 115363629 115377931 + -ENSG00000256315.1 AP000462.1 chr11 115396756 115397658 + -ENSG00000256281.1 RP11-136I14.2 chr11 115532322 115532953 - -ENSG00000257087.1 RP11-136I14.3 chr11 115538869 115539384 - -ENSG00000255903.2 RP11-136I14.4 chr11 115578049 115578243 + -ENSG00000255689.1 RP11-136I14.5 chr11 115582297 115600339 + -ENSG00000239153.1 snoU13 chr11 115627082 115627185 - -ENSG00000255599.1 AP000997.1 chr11 115628065 115629743 + -ENSG00000260254.1 AP000997.2 chr11 115638563 115646962 + -ENSG00000279771.1 AP000997.3 chr11 115659168 115661417 + -ENSG00000256717.1 AP000797.3 chr11 115659658 115843146 + -ENSG00000279818.1 CTC-774J1.1 chr11 115731942 115734742 - -ENSG00000246100.3 LINC00900 chr11 115754248 115760627 - -ENSG00000257067.5 AP000797.4 chr11 115932774 115942995 + -ENSG00000281717.1 AP000797.5 chr11 115938736 115938824 - -ENSG00000244259.1 AP000797.1 chr11 115950196 115950801 - -ENSG00000239600.1 AP000797.2 chr11 115951105 115951491 - -ENSG00000236437.1 AP001891.1 chr11 116496899 116500630 - -ENSG00000278945.1 AP000770.2 chr11 116609995 116610094 - -ENSG00000237937.5 AP000770.1 chr11 116639422 116658252 + -ENSG00000137656.11 BUD13 chr11 116748170 116772988 - -ENSG00000226645.1 AP006216.10 chr11 116773389 116774205 + -ENSG00000109917.10 ZPR1 chr11 116773799 116788050 - -ENSG00000110243.11 APOA5 chr11 116789367 116792420 - -ENSG00000236267.1 AP006216.5 chr11 116813204 116814003 - -ENSG00000110244.6 APOA4 chr11 116820700 116823306 - -ENSG00000110245.11 APOC3 chr11 116829706 116833072 + -ENSG00000118137.9 APOA1 chr11 116835751 116837950 - -ENSG00000235910.1 APOA1-AS chr11 116836117 116855729 + -ENSG00000160584.15 SIK3 chr11 116843402 117098437 - -ENSG00000264344.1 AP000936.2 chr11 117015430 117015529 - -ENSG00000200537.1 RNY4P6 chr11 117015897 117015992 + -ENSG00000234268.1 AP000936.1 chr11 117035797 117036051 - -ENSG00000224077.1 AP000936.4 chr11 117098987 117108170 + -ENSG00000225236.1 AP000936.5 chr11 117117794 117119181 - -ENSG00000254851.1 RP11-109L13.1 chr11 117135528 117138582 + -ENSG00000254678.1 RP11-109L13.5 chr11 117143891 117144191 - -ENSG00000168092.13 PAFAH1B2 chr11 117144267 117176894 + -ENSG00000149577.15 SIDT2 chr11 117178733 117197445 + -ENSG00000149591.16 TAGLN chr11 117199321 117204782 + -ENSG00000160613.12 PCSK7 chr11 117204337 117232525 - -ENSG00000280143.1 AP000892.6 chr11 117204967 117210292 + -ENSG00000167257.10 RNF214 chr11 117232625 117286445 + -ENSG00000252992.1 SCARNA11 chr11 117263799 117263952 + -ENSG00000186318.16 BACE1 chr11 117285207 117316259 - -ENSG00000278768.1 BACE1-AS chr11 117290874 117293571 + -ENSG00000276505.1 CMB9-94B1.2 chr11 117297005 117297328 - -ENSG00000110274.14 CEP164 chr11 117314557 117413268 + -ENSG00000250699.1 AP000892.4 chr11 117316362 117328038 - -ENSG00000271412.1 PRR13P3 chr11 117336256 117336631 - -ENSG00000177103.13 DSCAML1 chr11 117427773 117817525 - -ENSG00000279586.1 AP000711.1 chr11 117611101 117612017 - -ENSG00000270403.1 RP11-35P15.1 chr11 117668483 117668858 + -ENSG00000137731.13 FXYD2 chr11 117800844 117828698 - -ENSG00000254844.4 RP11-728F11.3 chr11 117818443 117821992 + -ENSG00000137726.15 FXYD6 chr11 117820075 117877486 - -ENSG00000255245.3 FXYD6-FXYD2 chr11 117820163 117876667 - -ENSG00000254528.7 RP11-728F11.4 chr11 117833719 117838942 + -ENSG00000137747.14 TMPRSS13 chr11 117900643 117929459 - -ENSG00000110324.9 IL10RA chr11 117986348 118001483 + -ENSG00000280008.1 RP11-652L8.4 chr11 118002348 118003037 + -ENSG00000255274.8 TMPRSS4-AS1 chr11 118015772 118086793 - -ENSG00000279906.1 DKFZp313A047 chr11 118025369 118029863 - -ENSG00000272075.2 RN7SL828P chr11 118067237 118067539 + -ENSG00000137648.16 TMPRSS4 chr11 118077012 118121890 + -ENSG00000177098.8 SCN4B chr11 118133377 118152888 - -ENSG00000149575.5 SCN2B chr11 118161951 118176673 - -ENSG00000160593.17 AMICA1 chr11 118193740 118225094 - -ENSG00000255163.1 HSPE1P18 chr11 118208932 118209211 - -ENSG00000160588.9 MPZL3 chr11 118226690 118252350 - -ENSG00000149573.8 MPZL2 chr11 118253403 118264536 - -ENSG00000280032.1 RP11-832A4.7 chr11 118264593 118266817 + -ENSG00000198851.9 CD3E chr11 118304545 118316175 + -ENSG00000254992.1 RP11-215H18.5 chr11 118322789 118323083 - -ENSG00000167286.9 CD3D chr11 118338954 118342744 - -ENSG00000160654.9 CD3G chr11 118344344 118355161 + -ENSG00000110344.9 UBE4A chr11 118359585 118399211 + -ENSG00000254873.1 RP11-770J1.5 chr11 118397095 118401895 - -ENSG00000167283.7 ATP5L chr11 118401154 118431496 + -ENSG00000269944.1 RP11-770J1.7 chr11 118415977 118416521 + -ENSG00000255384.1 RP11-770J1.4 chr11 118433121 118435206 - -ENSG00000118058.20 KMT2A chr11 118436490 118526832 + -ENSG00000255435.6 RP11-770J1.3 chr11 118511911 118531094 - -ENSG00000172425.10 TTC36 chr11 118527472 118531197 + -ENSG00000149582.15 TMEM25 chr11 118531041 118547280 + -ENSG00000118096.7 IFT46 chr11 118544528 118572970 - -ENSG00000243431.1 RPL5P30 chr11 118560690 118561580 + -ENSG00000095139.13 ARCN1 chr11 118572390 118603033 + -ENSG00000207185.1 RNU6-1157P chr11 118593988 118594093 + -ENSG00000019144.16 PHLDB1 chr11 118606440 118658038 + -ENSG00000255176.1 AP002954.3 chr11 118636620 118638097 + -ENSG00000275466.1 MIR6716 chr11 118644000 118644079 + -ENSG00000118094.11 TREH chr11 118657316 118679690 - -ENSG00000255239.1 AP002954.6 chr11 118688039 118690600 - -ENSG00000207462.1 RNU6-376P chr11 118702342 118702447 + -ENSG00000255422.1 AP002954.4 chr11 118704607 118750263 + -ENSG00000110367.11 DDX6 chr11 118747766 118791149 - -ENSG00000278376.1 RP11-158I9.8 chr11 118791254 118793137 + -ENSG00000254478.1 RP11-158I9.1 chr11 118821895 118822084 + -ENSG00000254621.1 SETP16 chr11 118833846 118834556 - -ENSG00000201535.2 Y_RNA chr11 118836010 118836111 + -ENSG00000160683.4 CXCR5 chr11 118883766 118897799 + -ENSG00000245869.2 RP11-158I9.5 chr11 118885841 118887742 - -ENSG00000186174.12 BCL9L chr11 118893875 118925608 - -ENSG00000264211.1 MIR4492 chr11 118910708 118910787 + -ENSG00000110375.2 UPK2 chr11 118925164 118958559 + -ENSG00000239726.3 RN7SL688P chr11 118931216 118931490 + -ENSG00000222529.1 Y_RNA chr11 118970498 118970595 + -ENSG00000176302.12 FOXR1 chr11 118971707 118981291 + -ENSG00000280502.1 Metazoa_SRP chr11 118994334 118994630 + -ENSG00000255121.2 RP11-110I1.12 chr11 118994824 118998004 - -ENSG00000186166.8 CCDC84 chr11 118998142 119015791 + -ENSG00000240970.1 RPL23AP64 chr11 119003012 119003446 - -ENSG00000254428.1 RP11-110I1.11 chr11 119003742 119004893 - -ENSG00000254909.1 RP11-110I1.5 chr11 119005727 119005934 - -ENSG00000118181.10 RPS25 chr11 119015712 119018691 - -ENSG00000196655.9 TRAPPC4 chr11 119018432 119025454 + -ENSG00000266398.1 MIR3656 chr11 119018944 119019012 + -ENSG00000137700.16 SLC37A4 chr11 119024114 119030906 - -ENSG00000255114.1 RP11-110I1.6 chr11 119044188 119045493 + -ENSG00000149428.18 HYOU1 chr11 119044189 119057202 - -ENSG00000271751.1 RP11-110I1.14 chr11 119065263 119065677 - -ENSG00000272186.1 RP11-110I1.13 chr11 119067374 119067698 - -ENSG00000160695.14 VPS11 chr11 119067692 119081978 + -ENSG00000256269.6 HMBS chr11 119084866 119093549 + -ENSG00000188486.3 H2AFX chr11 119093854 119095467 - -ENSG00000281272.1 AP003391.1 chr11 119095051 119095191 + -ENSG00000172269.16 DPAGT1 chr11 119096503 119108331 - -ENSG00000172375.12 C2CD2L chr11 119102198 119118544 + -ENSG00000172273.12 HINFP chr11 119121587 119136044 + -ENSG00000172350.9 ABCG4 chr11 119149012 119162653 + -ENSG00000160703.15 NLRX1 chr11 119166568 119184016 + -ENSG00000172367.15 PDZD3 chr11 119185457 119190223 + -ENSG00000248712.7 CCDC153 chr11 119189638 119196769 - -ENSG00000110395.4 CBL chr11 119206042 119308149 + -ENSG00000222249.1 RNU6-262P chr11 119289562 119289677 - -ENSG00000076706.14 MCAM chr11 119308529 119321521 - -ENSG00000277325.1 MIR6756 chr11 119312950 119313012 - -ENSG00000252119.1 ACA64 chr11 119323293 119323409 - -ENSG00000173456.4 RNF26 chr11 119334527 119337313 + -ENSG00000245385.2 RP11-334E6.10 chr11 119336249 119337309 - -ENSG00000259159.5 MFRP chr11 119338934 119346673 - -ENSG00000223953.4 C1QTNF5 chr11 119338942 119340883 - -ENSG00000235718.7 MFRP chr11 119341168 119346673 - -ENSG00000036672.15 USP2 chr11 119355215 119381726 - -ENSG00000254740.2 RP11-334E6.3 chr11 119372706 119381613 + -ENSG00000245248.7 USP2-AS1 chr11 119381778 119526664 + -ENSG00000254590.1 RP11-334E6.2 chr11 119402792 119404088 + -ENSG00000254892.1 RP11-334E6.4 chr11 119403963 119404227 - -ENSG00000154096.13 THY1 chr11 119417378 119424985 - -ENSG00000263873.1 RP11-334E6.12 chr11 119417951 119419114 + -ENSG00000255377.1 DUXAP5 chr11 119444991 119445519 - -ENSG00000230716.3 KRT8P7 chr11 119602875 119604306 - -ENSG00000254561.3 RP11-196E1.3 chr11 119608423 119659284 + -ENSG00000110400.10 PVRL1 chr11 119623408 119729084 - -ENSG00000199217.1 RNU6-1123P chr11 119656311 119656416 + -ENSG00000255247.1 CTD-2523D13.1 chr11 119709920 119713925 + -ENSG00000254854.1 CTD-2523D13.2 chr11 119729583 119739623 + -ENSG00000254406.1 RP11-215D10.1 chr11 119821304 119822129 - -ENSG00000276827.1 AP001994.1 chr11 119821829 119821927 - -ENSG00000254863.1 RP11-831A10.2 chr11 119987954 119995037 - -ENSG00000255216.1 RP11-831A10.1 chr11 120008604 120012158 - -ENSG00000137699.16 TRIM29 chr11 120111275 120185529 - -ENSG00000176984.6 AP000679.2 chr11 120168977 120171679 + -ENSG00000184232.8 OAF chr11 120210767 120230332 + -ENSG00000137709.9 POU2F3 chr11 120236640 120319944 + -ENSG00000259541.5 RP11-778O17.4 chr11 120249759 120265932 - -ENSG00000181264.8 TMEM136 chr11 120325129 120333682 + -ENSG00000196914.8 ARHGEF12 chr11 120336914 120489936 + -ENSG00000274303.1 7SK chr11 120365666 120365963 + -ENSG00000149403.11 GRIK4 chr11 120511759 120988904 + -ENSG00000255006.1 TCEB1P22 chr11 120619934 120620267 - -ENSG00000250493.2 RP11-640N11.2 chr11 120867933 120894797 - -ENSG00000254735.1 HMGB1P42 chr11 120936102 120936654 - -ENSG00000281726.1 GRIK4_3p_UTR chr11 120986258 120986353 + -ENSG00000154114.12 TBCEL chr11 121024072 121090775 + -ENSG00000281492.1 AP000646.1 chr11 121055207 121055275 - -ENSG00000109927.9 TECTA chr11 121101173 121191493 + -ENSG00000254515.1 RP11-775A1.2 chr11 121238304 121238688 + -ENSG00000244400.2 RPS4XP12 chr11 121250270 121250978 - -ENSG00000109929.9 SC5D chr11 121292453 121308694 + -ENSG00000232460.4 BMPR1APS2 chr11 121361854 121362865 - -ENSG00000271022.1 RP11-142I2.1 chr11 121426645 121427416 - -ENSG00000246790.2 RP11-730K11.1 chr11 121447331 121453013 - -ENSG00000137642.12 SORL1 chr11 121452203 121633693 + -ENSG00000252556.1 RNU6-256P chr11 122004355 122004451 + -ENSG00000255248.6 RP11-166D19.1 chr11 122028355 122116323 - -ENSG00000207971.1 MIR125B1 chr11 122099757 122099844 - -ENSG00000259571.1 BLID chr11 122115354 122116215 - -ENSG00000198975.1 MIRLET7A2 chr11 122146521 122146593 - -ENSG00000207994.1 MIR100 chr11 122152229 122152308 - -ENSG00000255090.5 MIR100HG chr11 122155422 122422871 - -ENSG00000255015.1 RP11-716H6.1 chr11 122294938 122301763 - -ENSG00000255219.1 RP11-716H6.2 chr11 122295190 122308019 + -ENSG00000252776.1 RNU4ATAC10P chr11 122449210 122449331 + -ENSG00000253035.1 RNU4ATAC5P chr11 122451474 122451599 + -ENSG00000223265.1 RNU6-592P chr11 122579205 122579307 - -ENSG00000254572.2 GLULP3 chr11 122613444 122614486 - -ENSG00000254935.1 RP11-266E8.2 chr11 122618851 122619274 + -ENSG00000154127.9 UBASH3B chr11 122655675 122814473 + -ENSG00000239079.1 snoU13 chr11 122726208 122726311 - -ENSG00000109943.8 CRTAM chr11 122838500 122872639 + -ENSG00000109944.10 C11orf63 chr11 122882528 122959798 + -ENSG00000199709.1 RNU4-23P chr11 122927034 122927173 + -ENSG00000254944.1 ATP5F1P5 chr11 122960327 122961086 + -ENSG00000188909.4 BSX chr11 122977570 122981720 - -ENSG00000213184.3 RP11-335F8.2 chr11 123017638 123018661 + -ENSG00000243669.2 RPL34P23 chr11 123035867 123036224 + -ENSG00000244641.2 RPS26P43 chr11 123049787 123050353 - -ENSG00000233541.4 RPL31P47 chr11 123051161 123051401 + -ENSG00000109971.13 HSPA8 chr11 123057489 123063230 - -ENSG00000200879.1 SNORD14E chr11 123058077 123058161 - -ENSG00000207118.1 SNORD14D chr11 123058909 123058995 - -ENSG00000202252.1 SNORD14C chr11 123059335 123059422 - -ENSG00000166250.11 CLMP chr11 123069865 123195281 - -ENSG00000255342.1 RP11-762B21.5 chr11 123135923 123136376 - -ENSG00000254710.1 CTD-2216M2.1 chr11 123188802 123228277 + -ENSG00000200496.1 U8 chr11 123301390 123301523 + -ENSG00000254823.1 RP11-109E10.1 chr11 123313674 123314770 - -ENSG00000254407.1 PHBP17 chr11 123340174 123340714 - -ENSG00000265357.1 MIR4493 chr11 123381440 123381512 - -ENSG00000254667.2 AP000783.1 chr11 123430737 123435710 + -ENSG00000023171.14 GRAMD1B chr11 123454398 123627774 + -ENSG00000254449.1 SF3A3P2 chr11 123597946 123599452 - -ENSG00000166257.8 SCN3B chr11 123629187 123655244 - -ENSG00000254467.1 RP11-634B22.4 chr11 123668499 123671637 + -ENSG00000266814.1 AP000868.1 chr11 123708673 123708770 - -ENSG00000166261.10 ZNF202 chr11 123724177 123741675 - -ENSG00000221931.2 OR6X1 chr11 123753488 123754545 - -ENSG00000200197.1 RNU1-21P chr11 123763927 123764089 + -ENSG00000196099.4 OR6M1 chr11 123805335 123806387 - -ENSG00000254613.1 OR6M2P chr11 123841006 123841876 - -ENSG00000254430.1 OR6M3P chr11 123861822 123862521 - -ENSG00000204300.6 TMEM225 chr11 123882926 123885642 - -ENSG00000181518.3 OR8D4 chr11 123906146 123907476 + -ENSG00000171014.2 OR4D5 chr11 123939543 123940637 + -ENSG00000181499.2 OR6T1 chr11 123942785 123943873 - -ENSG00000196248.4 OR10S1 chr11 123976661 123977781 - -ENSG00000198674.3 OR10G6 chr11 123994163 123995161 - -ENSG00000226461.3 OR10G5P chr11 124009655 124010012 + -ENSG00000254737.1 OR10G4 chr11 124015575 124016510 + -ENSG00000236981.1 OR10G9 chr11 124023013 124023948 + -ENSG00000234560.3 OR10G8 chr11 124029590 124030634 + -ENSG00000182634.7 OR10G7 chr11 124038066 124039010 - -ENSG00000213182.3 OR10D5P chr11 124054870 124055707 + -ENSG00000186268.3 OR10D4P chr11 124093582 124094532 - -ENSG00000213181.2 OR10N1P chr11 124105100 124105968 - -ENSG00000110002.15 VWA5A chr11 124115362 124147721 + -ENSG00000196403.4 OR10D1P chr11 124158421 124159356 + -ENSG00000197309.2 OR10D3 chr11 124185216 124186245 + -ENSG00000239426.4 OR8F1P chr11 124207183 124208112 + -ENSG00000255425.4 OR8G3P chr11 124214767 124215687 + -ENSG00000181214.7 OR8G2P chr11 124224732 124225639 + -ENSG00000276316.1 OR8G7P chr11 124238420 124239486 + -ENSG00000197849.5 OR8G1 chr11 124249676 124250611 + -ENSG00000255298.2 OR8G5 chr11 124264827 124265867 + -ENSG00000255116.2 SLC5A4P1 chr11 124273970 124274581 + -ENSG00000196341.2 OR8D1 chr11 124309812 124310837 - -ENSG00000279116.1 OR8D2 chr11 124319238 124320288 - -ENSG00000197263.3 OR8D2 chr11 124319262 124320197 - -ENSG00000254976.1 OR8B7P chr11 124324871 124325789 - -ENSG00000255225.1 OR8B6P chr11 124338783 124339662 - -ENSG00000255030.1 OR8B5P chr11 124357560 124358469 - -ENSG00000227737.2 OR8B1P chr11 124365634 124366551 - -ENSG00000229254.1 OR8C1P chr11 124376877 124377801 - -ENSG00000204293.2 OR8B2 chr11 124382395 124383362 - -ENSG00000196661.3 OR8B3 chr11 124396382 124397368 - -ENSG00000255048.1 OR8X1P chr11 124404234 124405102 - -ENSG00000280090.1 OR8B4 chr11 124423904 124424893 - -ENSG00000198657.5 OR8B4 chr11 124423942 124424871 - -ENSG00000197125.2 OR8B8 chr11 124440126 124441158 - -ENSG00000255510.1 OR8A2P chr11 124460534 124461485 + -ENSG00000229386.2 OR8B9P chr11 124480999 124481923 - -ENSG00000254646.1 OR8B10P chr11 124516311 124517242 - -ENSG00000255315.1 OR8A3P chr11 124531625 124531910 + -ENSG00000254937.1 RP11-728D14.6 chr11 124538500 124539334 - -ENSG00000170953.2 OR8B12 chr11 124542682 124543679 - -ENSG00000196119.6 OR8A1 chr11 124569997 124571142 + -ENSG00000255341.1 OR8Q1P chr11 124601584 124602238 + -ENSG00000154143.2 PANX3 chr11 124611490 124620356 + -ENSG00000154144.12 TBRG1 chr11 124622836 124635398 + -ENSG00000110013.12 SIAE chr11 124633113 124695707 - -ENSG00000200278.1 RNA5SP352 chr11 124636459 124636592 + -ENSG00000280773.1 AP001524.1 chr11 124636491 124636552 + -ENSG00000064199.6 SPA17 chr11 124673798 124697518 + -ENSG00000154146.12 NRGN chr11 124739846 124747210 + -ENSG00000255045.1 RP11-677M14.2 chr11 124744634 124746337 - -ENSG00000019102.11 VSIG2 chr11 124747472 124752238 - -ENSG00000149564.11 ESAM chr11 124752583 124762290 - -ENSG00000250073.2 RP11-677M14.3 chr11 124759129 124765936 + -ENSG00000120458.9 MSANTD2 chr11 124766498 124800673 - -ENSG00000279342.1 AP000866.1 chr11 124789244 124790069 - -ENSG00000254509.1 RP11-677M14.6 chr11 124791228 124791660 + -ENSG00000245498.6 RP11-677M14.7 chr11 124800450 124834487 + -ENSG00000254941.1 RP11-677M14.5 chr11 124807822 124808269 - -ENSG00000154134.14 ROBO3 chr11 124865386 124881470 + -ENSG00000254568.1 RP11-664I21.5 chr11 124883691 124887789 + -ENSG00000154133.14 ROBO4 chr11 124883691 124898500 - -ENSG00000254943.1 RP11-664I21.6 chr11 124891304 124892126 + -ENSG00000165478.6 HEPACAM chr11 124919193 124936412 - -ENSG00000221932.6 HEPN1 chr11 124919244 124920677 + -ENSG00000149548.14 CCDC15 chr11 124954121 125041489 + -ENSG00000134955.11 SLC37A2 chr11 125063067 125090312 + -ENSG00000150433.9 TMEM218 chr11 125096545 125111763 - -ENSG00000187686.4 KRT18P59 chr11 125113161 125126781 + -ENSG00000255475.1 RP11-687M24.4 chr11 125132847 125139587 - -ENSG00000254880.1 PKNOX2-AS1 chr11 125158461 125164609 - -ENSG00000165495.15 PKNOX2 chr11 125164687 125433389 + -ENSG00000259290.1 RP11-687M24.7 chr11 125188115 125191404 + -ENSG00000254932.2 RP11-687M24.8 chr11 125258626 125266798 - -ENSG00000222844.1 RNU6-321P chr11 125277552 125277657 + -ENSG00000149557.12 FEZ1 chr11 125445745 125496317 - -ENSG00000255537.1 AP000708.1 chr11 125495214 125499528 + -ENSG00000149547.14 EI24 chr11 125569216 125584687 + -ENSG00000254671.2 STT3A-AS1 chr11 125570284 125592568 - -ENSG00000222297.1 RNU6-1156P chr11 125574719 125574818 + -ENSG00000134910.12 STT3A chr11 125591712 125625215 + -ENSG00000149554.12 CHEK1 chr11 125625136 125676255 + -ENSG00000252255.1 RNU2-35P chr11 125649746 125649887 + -ENSG00000134940.13 ACRV1 chr11 125671522 125681123 - -ENSG00000171053.9 PATE1 chr11 125746293 125749867 + -ENSG00000196844.8 PATE2 chr11 125776113 125778819 - -ENSG00000236027.2 PATE3 chr11 125788111 125791600 + -ENSG00000237353.6 PATE4 chr11 125833316 125840069 + -ENSG00000260209.1 RP11-680F20.10 chr11 125873031 125874528 - -ENSG00000198331.10 HYLS1 chr11 125883614 125900648 + -ENSG00000110060.8 PUS3 chr11 125893485 125903221 - -ENSG00000255027.2 RP11-680F20.9 chr11 125903247 125938916 - -ENSG00000109832.12 DDX25 chr11 125903376 125928829 + -ENSG00000255124.1 RP11-680F20.5 chr11 125939212 125943702 + -ENSG00000254790.1 RP11-680F20.4 chr11 125940496 125941193 - -ENSG00000254967.6 RP11-680F20.6 chr11 125950116 125956319 + -ENSG00000064309.14 CDON chr11 125955796 126063335 - -ENSG00000264299.1 RP11-680F20.12 chr11 125957900 125958652 + -ENSG00000254759.1 NAP1L1P1 chr11 126067539 126068601 + -ENSG00000261257.1 RP11-673E11.2 chr11 126100505 126102413 - -ENSG00000254833.1 RP11-50B3.2 chr11 126160714 126176035 + -ENSG00000254771.1 RP11-50B3.1 chr11 126179497 126179698 - -ENSG00000165526.8 RPUSD4 chr11 126202094 126211692 - -ENSG00000254694.1 RP11-50B3.4 chr11 126208611 126209027 - -ENSG00000197798.8 FAM118B chr11 126211414 126262986 + -ENSG00000222067.1 RNU4-86P chr11 126214260 126214478 - -ENSG00000240098.3 RN7SL351P chr11 126245035 126245282 + -ENSG00000182934.11 SRPR chr11 126262919 126269144 - -ENSG00000110074.10 FOXRED1 chr11 126269055 126278131 + -ENSG00000243607.3 RPL35AP26 chr11 126278257 126278577 - -ENSG00000150455.13 TIRAP chr11 126283065 126298845 + -ENSG00000254905.1 RP11-712L6.7 chr11 126292922 126294254 - -ENSG00000255062.1 RP11-712L6.5 chr11 126294298 126304318 - -ENSG00000110063.8 DCPS chr11 126303752 126345749 + -ENSG00000280832.1 ST3GAL4-AS1 chr11 126340889 126355587 - -ENSG00000110080.18 ST3GAL4 chr11 126355640 126440344 + -ENSG00000278215.1 RP11-712L6.8 chr11 126376773 126376893 - -ENSG00000149571.10 KIRREL3 chr11 126423359 127003460 - -ENSG00000257271.1 KIRREL3-AS1 chr11 126543947 126610948 + -ENSG00000254607.2 RP11-115C10.1 chr11 126652852 126682104 + -ENSG00000254938.1 RP11-688I9.4 chr11 126920188 126940659 - -ENSG00000279358.1 RP11-688I9.5 chr11 126934886 126937150 - -ENSG00000254960.2 KIRREL3-AS2 chr11 126940746 126945090 + -ENSG00000266215.1 MIR3167 chr11 126988458 126988542 - -ENSG00000255317.1 RP11-688I9.2 chr11 126992452 126995458 + -ENSG00000218109.5 KIRREL3-AS3 chr11 127002910 127006058 + -ENSG00000255546.1 RP11-168K9.1 chr11 127021754 127053553 + -ENSG00000255087.2 RP11-168K9.2 chr11 127067002 127101320 + -ENSG00000272981.1 CTD-2234N14.2 chr11 127119326 127139735 + -ENSG00000272642.1 CTD-2234N14.1 chr11 127190769 127223449 + -ENSG00000273409.1 RP11-480C22.1 chr11 127271062 127337033 + -ENSG00000222774.1 RN7SKP121 chr11 127406028 127406332 - -ENSG00000223315.1 RN7SKP279 chr11 127407851 127408148 + -ENSG00000254591.1 RP11-822P1.1 chr11 127657568 127657877 + -ENSG00000254612.2 RP11-676M6.1 chr11 127940913 127941654 - -ENSG00000273415.1 RP11-702B10.2 chr11 128180427 128183554 + -ENSG00000272575.5 RP11-702B10.1 chr11 128208829 128241441 + -ENSG00000134954.14 ETS1 chr11 128458761 128587558 - -ENSG00000276176.1 MIR6090 chr11 128522390 128522449 + -ENSG00000254588.1 RP11-1007G5.2 chr11 128526142 128530389 + -ENSG00000270160.1 RP11-264E20.2 chr11 128614340 128615236 - -ENSG00000255465.3 RP11-264E20.1 chr11 128615867 128621806 - -ENSG00000245008.3 RP11-744N12.3 chr11 128629653 128686922 - -ENSG00000151702.16 FLI1 chr11 128686535 128813267 + -ENSG00000254703.2 SENCR chr11 128691672 128696023 - -ENSG00000151704.15 KCNJ1 chr11 128836315 128867373 - -ENSG00000255369.1 RP11-740D6.3 chr11 128880325 128880668 - -ENSG00000120457.11 KCNJ5 chr11 128891356 128921035 + -ENSG00000174370.9 C11orf45 chr11 128899565 128906035 - -ENSG00000120471.14 TP53AIP1 chr11 128934731 128943399 - -ENSG00000134909.18 ARHGAP32 chr11 128965060 129279324 - -ENSG00000212597.1 RNU6-876P chr11 128993237 128993340 - -ENSG00000206847.1 Y_RNA chr11 129030459 129030572 + -ENSG00000199260.1 RNU6-874P chr11 129202966 129203070 + -ENSG00000255259.2 ZNF123P chr11 129295286 129296481 - -ENSG00000043039.6 BARX2 chr11 129375940 129452279 + -ENSG00000240121.1 RPS27P20 chr11 129537869 129538114 + -ENSG00000281386.1 RP11-237N19.3 chr11 129591493 129612110 + -ENSG00000281097.1 LINC01395 chr11 129612116 129617269 - -ENSG00000255188.1 RP11-507F16.1 chr11 129788064 129788190 - -ENSG00000151715.7 TMEM45B chr11 129815819 129860003 + -ENSG00000170322.14 NFRKB chr11 129863636 129895590 - -ENSG00000170325.14 PRDM10 chr11 129899706 130002835 - -ENSG00000233220.3 LINC00167 chr11 130002938 130004356 + -ENSG00000255057.1 RP11-567M21.3 chr11 130008586 130009765 + -ENSG00000255262.3 TCEB2P2 chr11 130032866 130033220 - -ENSG00000255535.2 RP11-679I18.4 chr11 130040365 130041071 + -ENSG00000084234.16 APLP2 chr11 130069837 130144811 + -ENSG00000244451.1 RPL34P21 chr11 130082495 130082781 - -ENSG00000274197.1 U4 chr11 130114251 130114335 - -ENSG00000277300.1 AP003041.1 chr11 130121672 130121780 - -ENSG00000149418.10 ST14 chr11 130159562 130210376 + -ENSG00000196323.11 ZBTB44 chr11 130226677 130314686 - -ENSG00000255358.1 RP11-567O18.1 chr11 130285023 130285833 - -ENSG00000255220.1 DDX18P5 chr11 130295641 130296946 + -ENSG00000272412.2 RN7SL778P chr11 130310180 130310476 + -ENSG00000175773.12 RP11-121M22.1 chr11 130314993 130403657 + -ENSG00000134917.9 ADAMTS8 chr11 130404925 130428993 - -ENSG00000166106.3 ADAMTS15 chr11 130448974 130476641 + -ENSG00000255155.1 RP11-535N6.2 chr11 130544643 130544856 - -ENSG00000236616.3 BAK1P2 chr11 130546799 130547429 - -ENSG00000274490.1 AP004371.1 chr11 130569460 130569527 + -ENSG00000274999.1 MIR8052 chr11 130666735 130666803 + -ENSG00000175728.4 C11orf44 chr11 130672956 130717352 + -ENSG00000255352.1 PPP1R10P1 chr11 130789231 130791025 - -ENSG00000254842.6 RP11-890B15.2 chr11 130844191 130865561 - -ENSG00000255455.2 RP11-890B15.3 chr11 130866254 130870247 - -ENSG00000120451.10 SNX19 chr11 130875436 130916509 - -ENSG00000242673.3 RN7SL167P chr11 131004128 131004429 - -ENSG00000221516.1 AP002806.1 chr11 131111935 131112015 - -ENSG00000236129.1 AP002856.4 chr11 131187022 131189753 + -ENSG00000227125.1 AP002856.6 chr11 131204999 131215163 + -ENSG00000237612.1 AP002856.7 chr11 131234538 131251816 + -ENSG00000231698.2 AP002856.5 chr11 131253422 131350917 + -ENSG00000182667.14 NTM chr11 131370478 132336822 + -ENSG00000252351.1 RNU6ATAC12P chr11 131385249 131385363 + -ENSG00000237654.5 AP003025.2 chr11 131502759 131540867 - -ENSG00000236082.2 RP11-217L21.1 chr11 131546662 131573600 - -ENSG00000224795.1 C11orf39 chr11 131662131 131663583 - -ENSG00000271624.1 RP11-651K21.1 chr11 131770795 131771638 - -ENSG00000238117.1 AP004372.1 chr11 131877680 131897108 - -ENSG00000224700.2 RP11-697E14.2 chr11 131981096 131984661 - -ENSG00000238262.1 NTM-IT chr11 132284302 132285081 + -ENSG00000279090.1 RP11-684N3.1 chr11 132403360 132404060 - -ENSG00000183715.13 OPCML chr11 132414977 133532519 - -ENSG00000279497.1 RP11-654C20.1 chr11 132771623 132773371 - -ENSG00000255371.1 OPCML-IT2 chr11 132859245 132860077 - -ENSG00000279711.1 AP004782.1 chr11 133064697 133068129 + -ENSG00000280900.1 AP003972.1 chr11 133257701 133257804 - -ENSG00000279189.1 RP11-861E23.2 chr11 133297189 133302634 - -ENSG00000254896.1 OPCML-IT1 chr11 133360029 133366080 - -ENSG00000238504.1 AP005638.1 chr11 133502877 133502956 + -ENSG00000255258.2 RP11-448P19.1 chr11 133783671 133810376 - -ENSG00000166118.7 SPATA19 chr11 133840631 133845538 - -ENSG00000213153.3 RP11-259P6.3 chr11 133864877 133865627 - -ENSG00000280237.1 MIR4697HG chr11 133896438 133901601 - -ENSG00000264919.1 MIR4697 chr11 133898504 133898581 - -ENSG00000080854.14 IGSF9B chr11 133908564 133956985 - -ENSG00000255406.1 RP11-713P17.5 chr11 134026987 134028118 + -ENSG00000204241.7 RP11-713P17.3 chr11 134032272 134046849 + -ENSG00000254648.1 RP11-713P17.4 chr11 134035832 134037107 - -ENSG00000166086.12 JAM3 chr11 134068925 134152001 + -ENSG00000254481.1 PTP4A2P2 chr11 134123828 134124329 - -ENSG00000151503.12 NCAPD3 chr11 134150119 134225454 - -ENSG00000254616.1 RP11-700F16.2 chr11 134173095 134173680 + -ENSG00000255348.1 RP11-700F16.3 chr11 134178824 134186166 + -ENSG00000151502.10 VPS26B chr11 134224645 134247792 + -ENSG00000151500.14 THYN1 chr11 134248279 134253370 - -ENSG00000151498.11 ACAD8 chr11 134253495 134265855 + -ENSG00000166105.15 GLB1L3 chr11 134274245 134319564 + -ENSG00000254442.1 AP000859.4 chr11 134316782 134317088 - -ENSG00000149328.14 GLB1L2 chr11 134331874 134378341 + -ENSG00000109956.12 B3GAT1 chr11 134378504 134411918 - -ENSG00000255545.7 RP11-627G23.1 chr11 134436473 134505661 + -ENSG00000254573.1 AP004550.1 chr11 134563396 134573056 + -ENSG00000254989.1 RP11-469N6.3 chr11 134671426 134672024 - -ENSG00000255344.1 RP11-469N6.2 chr11 134714542 134715922 + -ENSG00000251226.1 RP11-469N6.1 chr11 134735596 134763810 + -ENSG00000255327.1 RP11-555G19.1 chr11 134950708 134951568 + -ENSG00000279046.1 RP11-555G19.2 chr11 134985683 134986799 + -ENSG00000255512.1 AP005135.2 chr11 135061781 135075899 - -ENSG00000256263.1 DDX11L8 chr12 12310 13501 + -ENSG00000226210.3 WASH7P chr12 14522 32015 - -ENSG00000273823.1 AC215219.2 chr12 17484 17551 - -ENSG00000238823.1 AC215219.1 chr12 32418 32555 + -ENSG00000249054.2 FAM138D chr12 36602 38133 - -ENSG00000120645.11 IQSEC3 chr12 66765 178460 + -ENSG00000256948.1 RP11-598F7.3 chr12 106524 111850 - -ENSG00000249695.6 RP11-598F7.4 chr12 137411 149169 - -ENSG00000256694.1 RP11-598F7.5 chr12 164664 166321 - -ENSG00000256540.1 RP11-598F7.6 chr12 166856 182399 - -ENSG00000111181.12 SLC6A12 chr12 190077 214570 - -ENSG00000255671.1 RP11-283I3.1 chr12 193036 194130 + -ENSG00000256577.2 RP11-283I3.2 chr12 203642 205094 + -ENSG00000010379.15 SLC6A13 chr12 220621 262873 - -ENSG00000255746.1 RP11-283I3.4 chr12 253442 257299 - -ENSG00000261799.1 RP11-283I3.6 chr12 273954 277123 - -ENSG00000073614.11 KDM5A chr12 280129 389454 - -ENSG00000120647.9 CCDC77 chr12 389273 442645 + -ENSG00000139044.10 B4GALNT3 chr12 460364 563509 + -ENSG00000171840.11 NINJ2 chr12 564296 663779 - -ENSG00000256020.1 RP5-1154L15.2 chr12 585865 586486 - -ENSG00000238370.1 RNU7-103P chr12 589530 589589 - -ENSG00000255825.1 RP5-1154L15.1 chr12 590633 591269 + -ENSG00000177406.4 RP11-218M22.1 chr12 630891 663706 + -ENSG00000256672.1 RP11-218M22.2 chr12 674801 684127 - -ENSG00000060237.16 WNK1 chr12 752593 911452 + -ENSG00000221439.1 RNU4ATAC16P chr12 781133 781258 + -ENSG00000002016.16 RAD52 chr12 912077 990053 - -ENSG00000250132.6 RP11-359B12.2 chr12 974133 991190 - -ENSG00000082805.19 ERC1 chr12 990509 1495933 + -ENSG00000275811.1 HTR1DP1 chr12 1151810 1153059 - -ENSG00000249028.2 RP5-951N9.1 chr12 1380060 1391502 - -ENSG00000267285.1 RP5-951N9.2 chr12 1385833 1386987 + -ENSG00000249628.2 LINC00942 chr12 1500525 1507318 - -ENSG00000111186.12 WNT5B chr12 1529891 1647243 + -ENSG00000171823.6 FBXL14 chr12 1565993 1594165 - -ENSG00000266043.1 MIR3649 chr12 1660315 1660380 - -ENSG00000006831.9 ADIPOR2 chr12 1688574 1788678 + -ENSG00000271500.1 RP11-288K12.1 chr12 1695830 1698044 - -ENSG00000243663.1 RPS4XP14 chr12 1757231 1758011 - -ENSG00000151062.14 CACNA2D4 chr12 1791957 1918836 - -ENSG00000166159.10 LRTM2 chr12 1820267 1836752 + -ENSG00000256706.1 RP5-1096D14.3 chr12 1917951 1922867 + -ENSG00000235049.1 LINC00940 chr12 1929202 1936574 - -ENSG00000151065.13 DCP1B chr12 1946054 2004535 - -ENSG00000151067.20 CACNA1C chr12 1970786 2697950 + -ENSG00000203593.3 RP5-1096D14.6 chr12 2004666 2011392 + -ENSG00000256837.1 CACNA1C-IT1 chr12 2018213 2020532 + -ENSG00000256257.1 CACNA1C-IT2 chr12 2048352 2049463 + -ENSG00000278255.1 RP1-53O8.2 chr12 2217462 2217920 - -ENSG00000256025.1 CACNA1C-AS4 chr12 2220537 2223479 - -ENSG00000256721.1 CACNA1C-IT3 chr12 2269776 2288937 + -ENSG00000256769.1 CACNA1C-AS3 chr12 2603350 2607440 - -ENSG00000203648.3 AC007618.3 chr12 2659937 2660969 + -ENSG00000256271.1 CACNA1C-AS2 chr12 2668500 2672220 - -ENSG00000246627.6 CACNA1C-AS1 chr12 2676001 2691200 - -ENSG00000274659.1 RP11-986G18.2 chr12 2740093 2742855 + -ENSG00000256150.1 RP11-885B4.1 chr12 2742626 2771908 - -ENSG00000256902.1 IQSEC3P1 chr12 2752597 2753132 - -ENSG00000255669.1 RP11-885B4.2 chr12 2761200 2770455 - -ENSG00000224438.3 RPL23AP14 chr12 2781904 2782371 + -ENSG00000256030.1 CBX3P4 chr12 2786931 2794295 - -ENSG00000004478.7 FKBP4 chr12 2794953 2805423 + -ENSG00000258325.2 RP4-816N1.6 chr12 2796877 2812902 - -ENSG00000258092.1 RP4-816N1.7 chr12 2797136 2803938 - -ENSG00000111203.11 ITFG2 chr12 2812622 2859791 + -ENSG00000053702.14 NRIP2 chr12 2825348 2835544 - -ENSG00000111206.12 FOXM1 chr12 2857681 2877155 - -ENSG00000171792.10 RHNO1 chr12 2876258 2889523 + -ENSG00000078246.15 TULP3 chr12 2877223 2941140 + -ENSG00000278356.1 RP11-372B4.3 chr12 2885819 2886329 + -ENSG00000252996.1 RNU6-1315P chr12 2954240 2954338 - -ENSG00000197905.8 TEAD4 chr12 2959330 3040673 + -ENSG00000250899.3 RP11-253E3.3 chr12 3041437 3044950 + -ENSG00000234589.4 RP11-253E3.1 chr12 3071532 3072145 - -ENSG00000011105.11 TSPAN9 chr12 3077355 3286564 + -ENSG00000278469.1 Metazoa_SRP chr12 3124777 3125063 + -ENSG00000256197.1 TSPAN9-IT1 chr12 3149797 3151476 + -ENSG00000275850.1 RP11-543P15.3 chr12 3171657 3174056 + -ENSG00000227081.5 RP11-543P15.1 chr12 3211663 3211917 - -ENSG00000250770.2 RP5-1063M23.1 chr12 3296202 3300224 - -ENSG00000236908.2 RP5-1063M23.2 chr12 3318718 3325343 + -ENSG00000257048.1 RP11-476M19.2 chr12 3367833 3371346 + -ENSG00000111218.11 PRMT8 chr12 3381349 3593973 + -ENSG00000256691.1 RP11-476M19.3 chr12 3462718 3463586 - -ENSG00000243507.1 RP11-476M19.1 chr12 3468950 3469296 + -ENSG00000130038.9 CRACR2A chr12 3606633 3764819 - -ENSG00000280202.1 RP5-1180D12.1 chr12 3610307 3612003 - -ENSG00000222338.1 RNU6-174P chr12 3726222 3726327 - -ENSG00000111224.13 PARP11 chr12 3791047 3873448 - -ENSG00000118976.5 OTUD4P1 chr12 3839459 3842525 + -ENSG00000256862.1 RP11-664D1.1 chr12 3871734 3910338 + -ENSG00000256969.1 RP11-320N7.2 chr12 4020977 4026658 + -ENSG00000256356.1 HSPA8P5 chr12 4097451 4099519 + -ENSG00000242444.3 RP11-320N7.1 chr12 4109661 4118132 - -ENSG00000256164.1 CCND2-AS1 chr12 4248765 4276184 - -ENSG00000255920.1 CCND2-AS2 chr12 4252735 4275065 - -ENSG00000118971.7 CCND2 chr12 4273772 4305350 + -ENSG00000078237.5 TIGAR chr12 4321205 4354593 + -ENSG00000213970.3 RP11-264F23.1 chr12 4324372 4324811 - -ENSG00000118972.1 FGF23 chr12 4368227 4379728 - -ENSG00000111241.2 FGF6 chr12 4428155 4445614 - -ENSG00000047621.11 C12orf4 chr12 4487728 4538508 - -ENSG00000111247.14 RAD51AP1 chr12 4538798 4560048 + -ENSG00000010219.13 DYRK4 chr12 4562204 4615302 + -ENSG00000256748.1 RP11-234B24.5 chr12 4601991 4603420 - -ENSG00000272921.1 RP11-500M8.7 chr12 4604944 4662643 + -ENSG00000111254.7 AKAP3 chr12 4615508 4649047 - -ENSG00000256799.1 RP11-500M8.6 chr12 4635349 4636140 - -ENSG00000256381.1 RP11-500M8.4 chr12 4645496 4648027 + -ENSG00000139180.10 NDUFA9 chr12 4649095 4694317 + -ENSG00000255639.2 RP11-234B24.6 chr12 4657634 4744581 + -ENSG00000255474.1 RP11-234B24.2 chr12 4700417 4720102 - -ENSG00000130035.6 GALNT8 chr12 4720341 4851927 + -ENSG00000256988.1 RP11-234B24.4 chr12 4806542 4808641 - -ENSG00000151079.7 KCNA6 chr12 4809176 4813412 + -ENSG00000255608.1 RP3-377H17.2 chr12 4838955 4842675 + -ENSG00000111262.4 KCNA1 chr12 4909905 4931361 + -ENSG00000256790.1 RP11-429A20.3 chr12 5018465 5021713 + -ENSG00000256654.2 RP11-429A20.4 chr12 5023682 5025594 + -ENSG00000255996.1 RP11-429A20.2 chr12 5032388 5032941 - -ENSG00000130037.4 KCNA5 chr12 5043989 5046788 + -ENSG00000256115.5 RP11-319E16.1 chr12 5233997 5243151 - -ENSG00000256417.1 RP11-1038A11.3 chr12 5290480 5383653 + -ENSG00000256146.1 RP11-319E16.2 chr12 5315961 5319347 + -ENSG00000256218.1 RP11-1038A11.2 chr12 5366048 5367774 - -ENSG00000255983.1 RP11-1038A11.1 chr12 5388589 5406651 + -ENSG00000185652.11 NTF3 chr12 5432112 5521536 + -ENSG00000047617.14 ANO2 chr12 5531869 5946232 - -ENSG00000255973.1 RP11-592H6.3 chr12 5583797 5584085 + -ENSG00000110799.13 VWF chr12 5948874 6124770 - -ENSG00000240533.3 RN7SL69P chr12 6095699 6095970 - -ENSG00000255775.1 RP3-454B23.1 chr12 6155035 6160719 - -ENSG00000010278.11 CD9 chr12 6199715 6238271 + -ENSG00000202318.1 Y_RNA chr12 6234345 6234455 - -ENSG00000256103.2 RP1-96H9.5 chr12 6270168 6270425 - -ENSG00000008323.15 PLEKHG6 chr12 6310436 6328506 + -ENSG00000067182.7 TNFRSF1A chr12 6328757 6342114 - -ENSG00000265388.2 RN7SL391P chr12 6344554 6344837 + -ENSG00000111319.12 SCNN1A chr12 6346843 6377730 - -ENSG00000111321.10 LTBR chr12 6375045 6391571 + -ENSG00000256433.2 RP1-102E24.8 chr12 6393905 6396148 + -ENSG00000213942.3 RP1-102E24.1 chr12 6409637 6410013 - -ENSG00000224906.3 RP1-102E24.9 chr12 6438498 6438852 + -ENSG00000215039.6 CD27-AS1 chr12 6439001 6451567 - -ENSG00000139193.3 CD27 chr12 6444867 6451718 + -ENSG00000139192.11 TAPBPL chr12 6451690 6466517 + -ENSG00000139190.16 VAMP1 chr12 6462237 6470987 - -ENSG00000276718.1 RP1-102E24.10 chr12 6466537 6467135 + -ENSG00000256913.1 RP1-102E24.6 chr12 6477714 6480207 + -ENSG00000111639.7 MRPL51 chr12 6491886 6493841 - -ENSG00000010292.12 NCAPD2 chr12 6493356 6531955 + -ENSG00000239002.3 SCARNA10 chr12 6510222 6510551 + -ENSG00000276232.1 SCARNA10 chr12 6510275 6510522 + -ENSG00000255966.1 RP5-940J5.3 chr12 6532290 6533498 - -ENSG00000111640.14 GAPDH chr12 6533927 6538374 + -ENSG00000269968.1 RP5-940J5.9 chr12 6537794 6538370 - -ENSG00000010295.19 IFFO1 chr12 6538375 6556083 - -ENSG00000245667.2 RP5-940J5.8 chr12 6543504 6544931 + -ENSG00000111641.10 NOP2 chr12 6556863 6568691 - -ENSG00000111642.14 CHD4 chr12 6570083 6607476 - -ENSG00000247853.2 RP5-940J5.6 chr12 6578622 6584739 + -ENSG00000251898.1 SCARNA11 chr12 6581474 6581609 - -ENSG00000184574.9 LPAR5 chr12 6618835 6636447 - -ENSG00000111644.7 ACRBP chr12 6638075 6647460 - -ENSG00000111653.19 ING4 chr12 6650280 6663148 - -ENSG00000219410.5 RP4-761J14.8 chr12 6663260 6672069 + -ENSG00000126746.17 ZNF384 chr12 6666477 6689572 - -ENSG00000139200.13 PIANP chr12 6693792 6700800 - -ENSG00000252186.1 RNU6-781P chr12 6709452 6709552 + -ENSG00000280974.1 Metazoa_SRP chr12 6722041 6722287 + -ENSG00000270068.1 RP4-761J14.9 chr12 6723233 6723687 + -ENSG00000111652.9 COPS7A chr12 6723741 6731875 + -ENSG00000269892.1 RP4-761J14.10 chr12 6742985 6743641 + -ENSG00000089693.10 MLF2 chr12 6747996 6767475 - -ENSG00000159335.15 PTMS chr12 6765516 6770952 + -ENSG00000089692.8 LAG3 chr12 6772512 6778455 + -ENSG00000244532.1 RN7SL380P chr12 6783854 6784161 - -ENSG00000010610.9 CD4 chr12 6786858 6820808 + -ENSG00000250510.7 GPR162 chr12 6821545 6829972 + -ENSG00000110811.19 P3H3 chr12 6828410 6839851 + -ENSG00000111664.10 GNB3 chr12 6839954 6847393 + -ENSG00000111665.11 CDCA3 chr12 6844793 6852066 - -ENSG00000111667.13 USP5 chr12 6852128 6866632 + -ENSG00000111669.14 TPI1 chr12 6867119 6870948 + -ENSG00000111671.9 SPSB2 chr12 6870935 6889358 - -ENSG00000240370.6 U47924.6 chr12 6873389 6884741 + -ENSG00000010626.14 LRRC23 chr12 6873569 6914243 + -ENSG00000248593.3 DSTNP2 chr12 6884682 6885786 + -ENSG00000275703.1 U47924.32 chr12 6899752 6900212 + -ENSG00000111674.8 ENO2 chr12 6913745 6923698 + -ENSG00000111676.14 ATN1 chr12 6924463 6942321 + -ENSG00000111678.10 C12orf57 chr12 6942978 6946003 + -ENSG00000272173.1 U47924.31 chr12 6943508 6944604 - -ENSG00000238923.1 RNU7-1 chr12 6943816 6943878 + -ENSG00000111679.16 PTPN6 chr12 6946468 6961316 + -ENSG00000257084.1 U47924.27 chr12 6963246 6964447 + -ENSG00000207713.2 MIR200C chr12 6963672 6963780 + -ENSG00000207708.1 MIR141 chr12 6964097 6964191 + -ENSG00000271969.1 U47924.29 chr12 6964949 6965382 + -ENSG00000215021.8 PHB2 chr12 6965327 6970825 - -ENSG00000238795.1 SCARNA12 chr12 6967337 6967606 - -ENSG00000126749.14 EMG1 chr12 6970893 6979941 + -ENSG00000268439.5 RP3-461F17.3 chr12 6970921 6997428 + -ENSG00000111684.10 LPCAT3 chr12 6976186 7018510 - -ENSG00000182326.14 C1S chr12 6988259 7071032 + -ENSG00000239701.1 RP3-461F17.1 chr12 7032108 7032398 + -ENSG00000257078.1 RP3-461F17.2 chr12 7041156 7041641 - -ENSG00000159403.15 C1R chr12 7080209 7092607 - -ENSG00000139178.10 C1RL chr12 7089587 7109273 - -ENSG00000205885.7 C1RL-AS1 chr12 7108052 7122501 + -ENSG00000276144.1 ABC12-49244600F4.4 chr12 7115736 7116486 - -ENSG00000200345.2 RNU6-485P chr12 7118785 7118891 + -ENSG00000139194.7 RBP5 chr12 7123684 7128942 - -ENSG00000256967.1 RP11-273B20.1 chr12 7129079 7131198 - -ENSG00000139182.13 CLSTN3 chr12 7129698 7158945 + -ENSG00000255572.1 RP11-273B20.3 chr12 7166674 7189069 - -ENSG00000139197.10 PEX5 chr12 7188685 7218574 + -ENSG00000256480.1 RP11-185H22.1 chr12 7237432 7240986 + -ENSG00000215009.5 ACSM4 chr12 7304284 7328724 + -ENSG00000177675.8 CD163L1 chr12 7346685 7479897 - -ENSG00000255836.1 RP11-157G21.2 chr12 7438780 7439990 - -ENSG00000177575.12 CD163 chr12 7470813 7503893 - -ENSG00000235868.3 GAPDHP31 chr12 7566369 7567382 + -ENSG00000256331.1 NIFKP3 chr12 7604350 7605214 - -ENSG00000255977.1 RP11-444J21.2 chr12 7606834 7607331 + -ENSG00000111701.6 APOBEC1 chr12 7649400 7665903 - -ENSG00000184344.3 GDF3 chr12 7689782 7695776 - -ENSG00000187569.2 DPPA3 chr12 7711454 7717559 + -ENSG00000198178.10 CLEC4C chr12 7729415 7751605 - -ENSG00000205857.1 NANOGNB chr12 7765216 7774121 + -ENSG00000201549.1 Y_RNA chr12 7784403 7784511 - -ENSG00000111704.10 NANOG chr12 7787794 7799141 + -ENSG00000199912.1 Y_RNA chr12 7800361 7800467 - -ENSG00000173262.11 SLC2A14 chr12 7812512 7891148 - -ENSG00000201663.1 Y_RNA chr12 7850717 7850818 - -ENSG00000278459.1 Metazoa_SRP chr12 7856169 7856471 + -ENSG00000241828.2 RP11-277J24.1 chr12 7860437 7860764 + -ENSG00000255885.1 RP11-815D16.1 chr12 7870852 7871370 + -ENSG00000176654.12 NANOGP1 chr12 7890801 7900140 + -ENSG00000255356.2 RP11-277E18.2 chr12 7896608 7896956 - -ENSG00000059804.15 SLC2A3 chr12 7919230 7936275 - -ENSG00000206636.1 Y_RNA chr12 7976259 7976360 + -ENSG00000240739.1 RP11-69M1.1 chr12 7994770 7995084 - -ENSG00000282080.1 RP11-69M1.8 chr12 8014093 8019007 - -ENSG00000255964.1 RP11-69M1.3 chr12 8015024 8016406 + -ENSG00000255581.1 RP11-69M1.4 chr12 8017201 8017860 - -ENSG00000065970.8 FOXJ2 chr12 8032703 8055503 + -ENSG00000171860.4 C3AR1 chr12 8058302 8066471 - -ENSG00000279865.1 RP11-69M1.6 chr12 8080381 8082163 - -ENSG00000089818.16 NECAP1 chr12 8082211 8097771 + -ENSG00000111729.12 CLEC4A chr12 8123632 8138607 + -ENSG00000235602.5 POU5F1P3 chr12 8133772 8134849 - -ENSG00000196946.9 ZNF705A chr12 8138137 8188537 + -ENSG00000256171.1 GCSHP4 chr12 8141168 8142697 - -ENSG00000226711.6 FAM66C chr12 8180209 8216151 + -ENSG00000244050.2 RP11-266K4.1 chr12 8199599 8218911 - -ENSG00000276417.1 RP11-266K4.13 chr12 8205984 8207397 + -ENSG00000275367.1 RP11-266K4.14 chr12 8217758 8221115 + -ENSG00000171847.10 FAM90A1 chr12 8221260 8227618 - -ENSG00000254016.2 ALG1L10P chr12 8227734 8231764 + -ENSG00000164845.16 FAM86FP chr12 8232512 8242948 - -ENSG00000215241.3 RP11-266K4.9 chr12 8235415 8242564 + -ENSG00000256589.1 ENPP7P5 chr12 8254527 8308849 - -ENSG00000226091.7 LINC00937 chr12 8295986 8396803 - -ENSG00000256552.2 RP11-113C12.4 chr12 8320381 8369555 + -ENSG00000256101.5 RP11-90D4.3 chr12 8321876 8329614 + -ENSG00000277952.1 RP11-90D4.4 chr12 8340182 8340397 + -ENSG00000242661.1 RPS3AP43 chr12 8359054 8359834 - -ENSG00000221104.1 AC092865.1 chr12 8366686 8366831 + -ENSG00000256136.1 RP11-113C12.8 chr12 8406833 8407195 - -ENSG00000238152.2 OR7E140P chr12 8414780 8415805 - -ENSG00000266218.1 AC092865.2 chr12 8426600 8426687 - -ENSG00000214487.3 OR7E148P chr12 8427640 8428610 - -ENSG00000177586.6 OR7E149P chr12 8437403 8438425 - -ENSG00000205846.3 CLEC6A chr12 8455926 8478330 + -ENSG00000243830.2 RP11-113C12.2 chr12 8460618 8461232 + -ENSG00000201780.1 RNU6-275P chr12 8484746 8484852 + -ENSG00000166527.7 CLEC4D chr12 8509475 8522366 + -ENSG00000246115.3 RP11-561P12.2 chr12 8512374 8512726 - -ENSG00000166523.7 CLEC4E chr12 8533305 8540963 - -ENSG00000255801.1 RP11-561P12.5 chr12 8548361 8567613 - -ENSG00000238943.1 Y_RNA chr12 8592476 8592585 + -ENSG00000252727.1 SCARNA11 chr12 8597509 8597640 + -ENSG00000111732.10 AICDA chr12 8602166 8612871 - -ENSG00000280345.1 RP11-438L7.1 chr12 8631545 8632259 - -ENSG00000255967.1 RP11-438L7.3 chr12 8634367 8637608 + -ENSG00000197614.10 MFAP5 chr12 8637346 8662888 - -ENSG00000255829.1 RP11-20D14.3 chr12 8664011 8669011 + -ENSG00000256004.1 RP11-20D14.4 chr12 8678773 8679670 + -ENSG00000166532.15 RIMKLB chr12 8681600 8783095 + -ENSG00000244131.2 RPSAP51 chr12 8742428 8743072 + -ENSG00000256661.1 A2ML1-AS1 chr12 8776219 8830947 - -ENSG00000249790.2 RP11-20D14.6 chr12 8788257 8795789 + -ENSG00000256904.1 A2ML1-AS2 chr12 8819816 8820713 - -ENSG00000166535.19 A2ML1 chr12 8822472 8887001 + -ENSG00000282022.1 RP11-259O18.5 chr12 8858143 8915276 - -ENSG00000111752.10 PHC1 chr12 8913896 8941467 + -ENSG00000003056.7 M6PR chr12 8940363 8949955 - -ENSG00000139187.9 KLRG1 chr12 8950044 9010760 + -ENSG00000257105.1 RP11-259O18.4 chr12 8987175 8996566 - -ENSG00000213049.3 HNRNPA1P34 chr12 9027532 9029089 - -ENSG00000255776.1 RP11-436I9.3 chr12 9036344 9037244 + -ENSG00000214851.4 LINC00612 chr12 9055586 9065070 - -ENSG00000245105.2 A2M-AS1 chr12 9065177 9068060 + -ENSG00000175899.14 A2M chr12 9067664 9116229 - -ENSG00000256937.1 KRT17P8 chr12 9127783 9128645 + -ENSG00000211542.1 AC007436.1 chr12 9127871 9127985 + -ENSG00000256720.1 BTG1P1 chr12 9135084 9135591 + -ENSG00000126838.9 PZP chr12 9148840 9208370 - -ENSG00000256817.1 TPT1P12 chr12 9155881 9156372 - -ENSG00000256069.7 A2MP1 chr12 9228533 9275817 - -ENSG00000231503.4 PTMAP4 chr12 9239986 9240331 - -ENSG00000237248.4 LINC00987 chr12 9240003 9243052 + -ENSG00000256427.1 RP11-118B22.4 chr12 9246497 9257960 + -ENSG00000111788.10 RP11-22B23.1 chr12 9277235 9313241 + -ENSG00000212440.1 SNORA75 chr12 9286673 9286822 - -ENSG00000255753.1 RP11-22B23.2 chr12 9314402 9316173 - -ENSG00000260423.1 RP13-735L24.1 chr12 9367464 9397617 + -ENSG00000256673.1 RP11-599J14.2 chr12 9398355 9414851 - -ENSG00000278635.1 CTD-2318O12.1 chr12 9415641 9416718 + -ENSG00000214826.5 DDX12P chr12 9418673 9448229 - -ENSG00000212432.1 SNORA75 chr12 9445058 9445205 + -ENSG00000214776.9 RP11-726G1.1 chr12 9467552 9576275 + -ENSG00000256975.1 RP11-525E9.1 chr12 9506347 9508440 - -ENSG00000111796.3 KLRB1 chr12 9594551 9607886 - -ENSG00000256594.7 RP11-705C15.2 chr12 9617284 9658412 + -ENSG00000212345.1 RNU6-700P chr12 9624122 9624228 - -ENSG00000233719.4 GOT2P3 chr12 9641723 9643011 + -ENSG00000272917.1 RP11-705C15.5 chr12 9642872 9657070 + -ENSG00000256442.1 RP11-705C15.4 chr12 9647014 9648009 - -ENSG00000257027.1 RP11-705C15.3 chr12 9658567 9662085 + -ENSG00000069493.14 CLEC2D chr12 9664969 9699555 + -ENSG00000213443.2 RP11-75L1.2 chr12 9695384 9696227 + -ENSG00000256582.1 RP11-75L1.1 chr12 9704077 9709350 + -ENSG00000184293.7 CLECL1 chr12 9715860 9733299 - -ENSG00000110848.8 CD69 chr12 9752486 9760901 - -ENSG00000256912.1 RP11-75L1.6 chr12 9817350 9818025 - -ENSG00000150045.11 KLRF1 chr12 9827481 9845007 + -ENSG00000110852.4 CLEC2B chr12 9852984 9870136 - -ENSG00000255882.1 RP11-290C10.1 chr12 9867027 9869808 + -ENSG00000256797.1 KLRF2 chr12 9881489 9895833 + -ENSG00000188393.8 CLEC2A chr12 9898673 9932381 - -ENSG00000225231.1 AC091814.2 chr12 9936579 9943495 - -ENSG00000231560.1 AC091814.3 chr12 9948137 9953336 - -ENSG00000172322.13 CLEC12A chr12 9951316 9995694 + -ENSG00000165682.14 CLEC1B chr12 9985642 10013424 - -ENSG00000256660.5 CLEC12B chr12 10010627 10018619 + -ENSG00000256803.1 RP11-133L14.5 chr12 10015240 10030606 - -ENSG00000197992.6 CLEC9A chr12 10030677 10066027 + -ENSG00000256626.1 RP11-133L14.2 chr12 10040848 10045711 + -ENSG00000150048.10 CLEC1A chr12 10069554 10111627 - -ENSG00000223042.1 RN7SKP161 chr12 10084186 10084490 + -ENSG00000255734.1 HNRNPABP1 chr12 10111738 10112471 + -ENSG00000172243.17 CLEC7A chr12 10116777 10130258 - -ENSG00000173391.8 OLR1 chr12 10158301 10172138 - -ENSG00000165685.8 TMEM52B chr12 10170542 10191801 + -ENSG00000139112.10 GABARAPL1 chr12 10212458 10223130 + -ENSG00000255958.1 RP11-656E20.5 chr12 10214161 10214761 - -ENSG00000134539.16 KLRD1 chr12 10226058 10329600 + -ENSG00000256288.1 RP11-277P12.10 chr12 10332861 10338292 - -ENSG00000256155.1 RP11-277P12.9 chr12 10358464 10361045 - -ENSG00000245648.1 RP11-277P12.20 chr12 10363769 10398506 + -ENSG00000213809.8 KLRK1 chr12 10372353 10391874 - -ENSG00000255819.6 KLRC4-KLRK1 chr12 10372353 10410146 - -ENSG00000183542.5 KLRC4 chr12 10407382 10409757 - -ENSG00000205810.8 KLRC3 chr12 10412312 10420595 - -ENSG00000255641.1 RP11-277P12.6 chr12 10412312 10436001 - -ENSG00000205809.9 KLRC2 chr12 10426854 10442300 - -ENSG00000134545.13 KLRC1 chr12 10442264 10454685 - -ENSG00000180574.3 EIF2S3L chr12 10505602 10523135 + -ENSG00000257016.1 SLC25A39P2 chr12 10551266 10551535 - -ENSG00000256039.1 RP11-291B21.2 chr12 10553363 10558049 + -ENSG00000256667.6 KLRAP1 chr12 10588063 10599669 - -ENSG00000111196.9 MAGOHB chr12 10604190 10613623 - -ENSG00000060140.8 STYK1 chr12 10618939 10674318 - -ENSG00000060138.12 YBX3 chr12 10699089 10723312 - -ENSG00000256888.5 RP13-81N3.2 chr12 10750234 10777444 + -ENSG00000235930.3 HSPE1P12 chr12 10770305 10770605 + -ENSG00000121377.2 TAS2R7 chr12 10801532 10802627 - -ENSG00000121314.2 TAS2R8 chr12 10806051 10807293 - -ENSG00000121381.3 TAS2R9 chr12 10809137 10810168 - -ENSG00000231887.6 PRH1 chr12 10824960 11171544 - -ENSG00000121318.2 TAS2R10 chr12 10825317 10826358 - -ENSG00000256651.1 RP11-144O23.8 chr12 10831074 10832016 - -ENSG00000275778.1 PRH1-PRR4 chr12 10845849 11171598 - -ENSG00000111215.11 PRR4 chr12 10845849 11171613 - -ENSG00000256682.2 TAS2R12 chr12 10894943 10896952 - -ENSG00000212128.2 TAS2R13 chr12 10907926 10909562 - -ENSG00000134551.12 PRH2 chr12 10929236 10932341 + -ENSG00000212127.5 TAS2R14 chr12 10937406 11171573 - -ENSG00000212125.2 TAS2R15P chr12 10964425 10965352 - -ENSG00000212126.3 TAS2R50 chr12 10985913 10986912 - -ENSG00000255837.1 TAS2R20 chr12 10996495 10997875 - -ENSG00000212124.2 TAS2R19 chr12 11021619 11022620 - -ENSG00000256436.1 TAS2R31 chr12 11030387 11031407 - -ENSG00000256019.1 TAS2R63P chr12 11048332 11049256 - -ENSG00000226761.3 TAS2R46 chr12 11061365 11062294 - -ENSG00000256274.1 TAS2R64P chr12 11076769 11079171 - -ENSG00000256188.2 TAS2R30 chr12 11077313 11134644 - -ENSG00000255374.2 TAS2R43 chr12 11091287 11134244 - -ENSG00000256400.1 RP11-673D15.7 chr12 11097179 11097274 - -ENSG00000256981.1 TAS2R18 chr12 11158785 11159694 - -ENSG00000256712.1 RP11-785H5.2 chr12 11166090 11171353 - -ENSG00000256537.4 SMIM10L1 chr12 11171222 11176016 + -ENSG00000186136.1 TAS2R42 chr12 11185993 11186937 - -ENSG00000256657.1 RP11-144O23.22 chr12 11196075 11196996 - -ENSG00000275119.1 RP11-711K1.8 chr12 11212219 11251389 + -ENSG00000197870.12 PRB3 chr12 11265924 11269805 - -ENSG00000230657.6 PRB4 chr12 11307083 11310435 - -ENSG00000251655.6 PRB1 chr12 11351823 11395566 - -ENSG00000121335.11 PRB2 chr12 11391540 11501041 - -ENSG00000255790.5 RP11-711K1.7 chr12 11399381 11486678 - -ENSG00000281730.1 AC078950.1 chr12 11467499 11467566 + -ENSG00000237303.2 HIGD1AP8 chr12 11481383 11481656 + -ENSG00000278654.1 RP11-434C1.4 chr12 11500499 11501022 + -ENSG00000277705.1 RP11-434C1.5 chr12 11507162 11507408 - -ENSG00000270863.1 DDX55P1 chr12 11512723 11514136 + -ENSG00000274551.1 RP11-434C1.6 chr12 11516425 11521686 - -ENSG00000256237.1 RP11-434C1.2 chr12 11541395 11555838 - -ENSG00000221128.1 AC007450.1 chr12 11541923 11542045 - -ENSG00000251747.1 RNU7-60P chr12 11546479 11546540 + -ENSG00000247157.6 LINC01252 chr12 11548030 11590369 + -ENSG00000139083.10 ETV6 chr12 11649854 11895402 + -ENSG00000121380.12 BCL2L14 chr12 12049844 12211084 + -ENSG00000198134.3 RP11-267J23.4 chr12 12111163 12111489 + -ENSG00000070018.8 LRP6 chr12 12116025 12267012 - -ENSG00000242405.2 RP11-267J23.1 chr12 12155262 12155772 + -ENSG00000199551.1 RNU6-292P chr12 12226674 12226777 + -ENSG00000270857.1 RP11-757G14.3 chr12 12248991 12249427 + -ENSG00000207010.1 RNU6-1295P chr12 12289227 12289329 - -ENSG00000111261.13 MANSC1 chr12 12326056 12350541 - -ENSG00000243141.2 RPL23AP66 chr12 12338776 12339254 + -ENSG00000205791.3 LOH12CR2 chr12 12355406 12357067 - -ENSG00000165714.10 LOH12CR1 chr12 12357079 12469694 + -ENSG00000271370.1 RP11-253I19.4 chr12 12452103 12452481 - -ENSG00000111266.8 DUSP16 chr12 12474210 12562383 - -ENSG00000255670.1 RP11-253I19.3 chr12 12485353 12491581 + -ENSG00000240424.2 RP11-158N24.1 chr12 12568201 12568776 - -ENSG00000111269.2 CREBL2 chr12 12611827 12645108 + -ENSG00000271215.1 RPL21P136 chr12 12614359 12615907 - -ENSG00000275963.1 RP11-180M15.6 chr12 12648939 12649713 + -ENSG00000183150.7 GPR19 chr12 12660891 12696207 - -ENSG00000257004.1 RP11-180M15.3 chr12 12668982 12685075 + -ENSG00000111276.10 CDKN1B chr12 12715058 12722371 + -ENSG00000275560.1 RP11-180M15.7 chr12 12718973 12719521 + -ENSG00000256658.1 RP11-180M15.4 chr12 12723297 12724011 - -ENSG00000178878.12 APOLD1 chr12 12725917 12829975 + -ENSG00000207983.1 MIR613 chr12 12764649 12764743 + -ENSG00000270296.1 STX8P1 chr12 12771351 12771705 - -ENSG00000213782.7 DDX47 chr12 12813316 12829981 + -ENSG00000242329.1 RP11-59H1.1 chr12 12840804 12841079 - -ENSG00000241352.3 RP11-392P7.1 chr12 12850982 12851740 + -ENSG00000234498.3 RPL13AP20 chr12 12875499 12876107 + -ENSG00000013588.5 GPRC5A chr12 12890782 12917937 + -ENSG00000207817.1 MIR614 chr12 12915829 12915918 + -ENSG00000247498.9 RP11-392P7.6 chr12 12927726 12984645 + -ENSG00000111291.8 GPRC5D chr12 12940775 12952147 - -ENSG00000256011.1 RP11-392P7.7 chr12 12962300 12963539 + -ENSG00000221611.1 SNORD88 chr12 12972053 12972143 + -ENSG00000013583.8 HEBP1 chr12 12974864 13000273 - -ENSG00000183935.5 HTR7P1 chr12 13000420 13004830 + -ENSG00000255621.1 RP11-377D9.3 chr12 13000451 13040679 + -ENSG00000243129.2 RP11-377D9.1 chr12 13021260 13021606 - -ENSG00000084444.13 KIAA1467 chr12 13044284 13142521 + -ENSG00000111305.18 GSG1 chr12 13083560 13103683 - -ENSG00000134531.9 EMP1 chr12 13196716 13219939 + -ENSG00000180861.9 LINC01559 chr12 13371089 13387167 - -ENSG00000201476.1 RNA5SP353 chr12 13440884 13441001 - -ENSG00000201909.1 RNU6-590P chr12 13459670 13459776 - -ENSG00000256306.1 RP11-4N23.1 chr12 13526854 13547582 + -ENSG00000273079.4 GRIN2B chr12 13537337 13981957 - -ENSG00000277935.1 RP11-4N23.4 chr12 13540231 13544540 + -ENSG00000252445.1 AC007535.1 chr12 13587880 13587984 - -ENSG00000200475.1 RN7SKP162 chr12 13683542 13683886 + -ENSG00000274302.1 AC092470.1 chr12 14126008 14126074 + -ENSG00000256346.1 RP11-72J9.1 chr12 14169746 14169877 + -ENSG00000227760.2 RP11-298E10.1 chr12 14192002 14192284 + -ENSG00000256084.1 RP11-134N1.2 chr12 14216590 14221297 + -ENSG00000255763.1 MRPS18CP4 chr12 14237091 14237321 + -ENSG00000251908.1 RNU6-491P chr12 14250232 14250341 - -ENSG00000255749.1 GNAI2P1 chr12 14254912 14255226 + -ENSG00000244573.3 RPL30P11 chr12 14356842 14365503 - -ENSG00000171681.12 ATF7IP chr12 14365632 14502935 + -ENSG00000121316.10 PLBD1 chr12 14503661 14568349 - -ENSG00000255649.1 RP11-502N13.2 chr12 14530151 14533229 + -ENSG00000200830.1 RN7SKP134 chr12 14553702 14553970 - -ENSG00000256751.5 PLBD1-AS1 chr12 14567750 14619755 + -ENSG00000070019.4 GUCY2C chr12 14612632 14696585 - -ENSG00000214772.2 RP11-174G6.1 chr12 14665655 14757963 + -ENSG00000261324.2 RP11-174G6.5 chr12 14762504 14767931 - -ENSG00000197837.3 HIST4H4 chr12 14767999 14771131 - -ENSG00000246705.4 H2AFJ chr12 14774383 14778002 + -ENSG00000281457.1 AC010168.1 chr12 14774716 14774860 - -ENSG00000084463.7 WBP11 chr12 14784579 14803540 - -ENSG00000182993.3 C12orf60 chr12 14803572 14906586 + -ENSG00000179256.2 SMCO3 chr12 14804650 14814182 - -ENSG00000111339.10 ART4 chr12 14825569 14843495 - -ENSG00000256339.1 RP11-233G1.4 chr12 14841092 14844708 + -ENSG00000111341.9 MGP chr12 14881181 14885926 - -ENSG00000139055.6 ERP27 chr12 14914035 14939082 - -ENSG00000111348.8 ARHGDIB chr12 14942017 14961728 - -ENSG00000139053.2 PDE6H chr12 14973022 14981865 + -ENSG00000255727.1 LINC01489 chr12 15001833 15006683 + -ENSG00000134533.6 RERG chr12 15107783 15348675 - -ENSG00000256650.1 RERG-IT1 chr12 15112363 15114698 - -ENSG00000255660.1 RERG-AS1 chr12 15151923 15155283 + -ENSG00000256283.1 METTL8P1 chr12 15255213 15255823 - -ENSG00000151490.13 PTPRO chr12 15322397 15597399 + -ENSG00000243916.1 RP11-6K23.1 chr12 15439527 15440401 + -ENSG00000151491.12 EPS8 chr12 15620158 15882329 - -ENSG00000200105.1 RNU6-251P chr12 15671707 15671810 - -ENSG00000255565.1 RP11-6B19.1 chr12 15780068 15782120 + -ENSG00000256627.1 RP11-6B19.3 chr12 15803164 15804158 + -ENSG00000256953.1 RP11-6B19.2 chr12 15813493 15828274 - -ENSG00000023734.10 STRAP chr12 15882391 15903478 + -ENSG00000023697.12 DERA chr12 15911172 16037282 + -ENSG00000256134.1 EGLN3P1 chr12 15971890 15972609 - -ENSG00000277216.1 AC022073.1 chr12 15988408 15988493 - -ENSG00000188991.3 SLC15A5 chr12 16188485 16277685 - -ENSG00000008394.12 MGST1 chr12 16347142 16609259 + -ENSG00000274188.1 AC007528.2 chr12 16388101 16388192 + -ENSG00000256238.1 RP11-473N11.2 chr12 16399274 16402406 - -ENSG00000215923.1 AC007528.1 chr12 16409255 16409331 - -ENSG00000256450.1 RP11-424M22.1 chr12 16513445 16514371 + -ENSG00000048540.14 LMO3 chr12 16548373 16610594 - -ENSG00000256564.1 RP11-424M22.3 chr12 16567411 16573940 + -ENSG00000255871.2 RP11-69C13.1 chr12 16693800 16695977 + -ENSG00000255740.2 RP11-239A17.1 chr12 16786762 16787845 + -ENSG00000256211.1 RP11-1018J11.1 chr12 16989126 16989936 + -ENSG00000213235.3 EEF1A1P16 chr12 16990670 16992083 + -ENSG00000212358.1 RNU6-837P chr12 17071398 17071505 - -ENSG00000242991.2 RPL7P40 chr12 17121716 17122460 + -ENSG00000256896.1 PSMC1P8 chr12 17383352 17384647 - -ENSG00000256756.1 TIMM17BP1 chr12 17400399 17400914 + -ENSG00000256994.1 RP11-871F6.3 chr12 17509353 17589992 - -ENSG00000256389.1 RP11-606D9.1 chr12 17589257 17615463 + -ENSG00000206662.1 Y_RNA chr12 17710934 17711046 + -ENSG00000111404.6 RERGL chr12 18080869 18320107 - -ENSG00000139144.9 PIK3C2G chr12 18247614 18648416 + -ENSG00000255892.1 NDFIP1P1 chr12 18358443 18358967 - -ENSG00000255960.1 RP11-459D22.1 chr12 18424663 18425140 + -ENSG00000256138.1 ZKSCAN7P1 chr12 18493051 18493723 + -ENSG00000139151.14 PLCZ1 chr12 18683169 18738057 - -ENSG00000255993.1 PSMC1P9 chr12 18692762 18694096 + -ENSG00000255648.1 RP11-361I14.2 chr12 18714795 18737878 + -ENSG00000177938.4 CAPZA3 chr12 18738101 18739187 + -ENSG00000227525.4 RPL7P6 chr12 19089151 19089888 + -ENSG00000256844.1 MEF2BNBP1 chr12 19107854 19108183 - -ENSG00000052126.14 PLEKHA5 chr12 19129752 19376400 + -ENSG00000253284.2 RP11-282K24.3 chr12 19147074 19154659 + -ENSG00000240993.3 RN7SL459P chr12 19176288 19176589 - -ENSG00000243854.3 RN7SL67P chr12 19303480 19303775 + -ENSG00000139154.14 AEBP2 chr12 19404045 19720801 + -ENSG00000255909.1 PDCD5P1 chr12 19413153 19413461 + -ENSG00000271462.1 RP11-841C19.4 chr12 19418927 19419161 - -ENSG00000200247.1 RNU6-254P chr12 19445949 19446055 - -ENSG00000245205.3 EEF1A1P4 chr12 19456244 19457648 - -ENSG00000240328.1 RP11-841C19.1 chr12 19508904 19509245 + -ENSG00000200885.1 RNU1-146P chr12 19724435 19724599 + -ENSG00000255910.1 RP11-405A12.2 chr12 19775451 20009937 + -ENSG00000256849.1 RP11-405A12.1 chr12 19941521 19943018 + -ENSG00000221679.1 AC087237.1 chr12 19972865 19972981 + -ENSG00000256287.1 RP11-664H17.1 chr12 20014780 20098868 + -ENSG00000256499.1 CTC-465D4.1 chr12 20120980 20129813 - -ENSG00000256879.1 RP11-284H19.1 chr12 20361732 20370262 - -ENSG00000172572.6 PDE3A chr12 20369245 20684381 + -ENSG00000131982.5 UBE2L2 chr12 20449655 20450083 - -ENSG00000256663.1 RP11-424C20.2 chr12 20551590 20553012 + -ENSG00000139155.8 SLCO1C1 chr12 20695355 20753386 + -ENSG00000111700.12 SLCO1B3 chr12 20810702 20916911 + -ENSG00000257046.5 RP11-545J16.1 chr12 20815674 21090245 + -ENSG00000256157.1 RP11-80N2.2 chr12 20845065 20845260 + -ENSG00000205754.10 SLCO1B7 chr12 21015696 21092745 + -ENSG00000257062.6 RP11-125O5.2 chr12 21047179 21176895 + -ENSG00000134538.2 SLCO1B1 chr12 21131202 21239246 + -ENSG00000084453.16 SLCO1A2 chr12 21264600 21419594 - -ENSG00000121351.7 IAPP chr12 21354959 21379978 + -ENSG00000121350.15 PYROXD1 chr12 21437615 21471252 + -ENSG00000256021.1 TCEB1P31 chr12 21447545 21448314 - -ENSG00000004700.15 RECQL chr12 21468911 21501669 - -ENSG00000111711.9 GOLT1B chr12 21501781 21518408 + -ENSG00000134548.9 SPX chr12 21526307 21537377 + -ENSG00000111713.2 GYS2 chr12 21536189 21604847 - -ENSG00000111716.12 LDHB chr12 21635342 21757857 - -ENSG00000256615.1 RP11-59N23.3 chr12 21662313 21760032 + -ENSG00000255644.1 RP11-59N23.1 chr12 21759980 21766705 + -ENSG00000121361.3 KCNJ8 chr12 21764955 21775581 - -ENSG00000069431.10 ABCC9 chr12 21797401 21941402 - -ENSG00000257022.1 RP11-729I10.2 chr12 21827210 21887957 + -ENSG00000275567.1 RP11-729I10.3 chr12 21828360 21828564 - -ENSG00000255627.1 RP11-547L9.1 chr12 22008348 22008880 + -ENSG00000111726.12 CMAS chr12 22046174 22065674 + -ENSG00000111728.10 ST8SIA1 chr12 22063773 22437041 - -ENSG00000274624.1 RP11-49G2.3 chr12 22104491 22105320 - -ENSG00000212172.1 RNU1-149P chr12 22195469 22195629 - -ENSG00000256714.1 RP11-73M14.1 chr12 22395088 22398075 - -ENSG00000111731.12 C2CD5 chr12 22448583 22544546 - -ENSG00000256973.1 RP11-359J14.2 chr12 22460519 22463914 - -ENSG00000256371.1 LRRC34P1 chr12 22573425 22575105 + -ENSG00000256774.1 RP11-268P4.2 chr12 22596228 22596551 + -ENSG00000250166.2 RP11-268P4.5 chr12 22601425 22618867 + -ENSG00000257023.1 RP11-268P4.4 chr12 22609228 22625015 - -ENSG00000139163.15 ETNK1 chr12 22625075 22690665 + -ENSG00000274885.1 RP11-268P4.6 chr12 22638464 22638943 + -ENSG00000256995.6 RP11-114G22.1 chr12 22699859 23174125 + -ENSG00000241451.2 RPS27P22 chr12 22722229 22722469 + -ENSG00000256923.1 RP11-449P1.1 chr12 22742582 22743091 + -ENSG00000256321.5 RP11-153K16.1 chr12 23099368 23191587 + -ENSG00000256353.1 RP11-686N4.1 chr12 23108458 23108493 - -ENSG00000115934.11 RP11-153K16.2 chr12 23181334 23251499 - -ENSG00000134532.15 SOX5 chr12 23529500 23951032 - -ENSG00000256473.1 RP11-437F6.1 chr12 23637973 23638487 + -ENSG00000216192.1 MIR920 chr12 24212421 24212495 + -ENSG00000255864.5 RP11-444D3.1 chr12 24213256 24562590 - -ENSG00000256120.1 RP11-778H2.1 chr12 24223271 24237965 + -ENSG00000197503.4 LINC00477 chr12 24566964 24584168 - -ENSG00000256852.1 KNOP1P1 chr12 24583561 24584549 + -ENSG00000244662.1 RP11-615I16.1 chr12 24642687 24643166 + -ENSG00000255745.1 RP11-625L16.1 chr12 24704565 24774213 + -ENSG00000240481.3 RN7SL38P chr12 24706788 24707083 + -ENSG00000060982.14 BCAT1 chr12 24810022 24949459 - -ENSG00000256482.1 RP11-625L16.3 chr12 24830421 24836558 + -ENSG00000278969.1 RP11-662I13.3 chr12 24902309 24904681 + -ENSG00000255921.1 RP11-662I13.2 chr12 24949163 24960158 + -ENSG00000213736.2 RP11-662I13.1 chr12 24967127 24967504 - -ENSG00000226397.7 C12orf77 chr12 24993424 24997519 - -ENSG00000258879.1 RP11-713N11.5 chr12 25011415 25020893 + -ENSG00000118308.14 LRMP chr12 25021002 25108334 + -ENSG00000258546.1 CENPUP2 chr12 25092715 25093900 - -ENSG00000258449.1 RP11-713N11.4 chr12 25096868 25100980 - -ENSG00000276842.1 RP11-713N11.6 chr12 25103124 25103869 - -ENSG00000118307.18 CASC1 chr12 25108420 25195162 - -ENSG00000205707.10 LYRM5 chr12 25195216 25209645 + -ENSG00000133703.11 KRAS chr12 25204789 25250936 - -ENSG00000274987.1 RP11-295I5.3 chr12 25210652 25211233 + -ENSG00000275197.1 RP11-295I5.4 chr12 25225103 25225665 + -ENSG00000278743.1 RP11-707G18.1 chr12 25385670 25386241 - -ENSG00000201439.1 RNU4-67P chr12 25404288 25404428 - -ENSG00000241846.1 RP11-318G8.1 chr12 25409293 25409445 - -ENSG00000152936.10 LMNTD1 chr12 25409307 25648579 - -ENSG00000279173.1 RP11-318G8.4 chr12 25423600 25424942 + -ENSG00000256079.1 RP11-318G8.2 chr12 25435581 25436238 - -ENSG00000255988.1 TUBB4BP1 chr12 25440875 25441052 - -ENSG00000257009.1 RP11-685B13.2 chr12 25585994 25592928 - -ENSG00000222950.1 RN7SKP262 chr12 25779287 25779569 - -ENSG00000256686.1 RP11-443N24.2 chr12 25782706 25814171 - -ENSG00000255725.2 TDGP1 chr12 25803298 25804526 + -ENSG00000256440.1 RP11-443N24.3 chr12 25831416 25834182 - -ENSG00000256256.1 RP11-443N24.4 chr12 25882955 25885855 - -ENSG00000246695.7 RASSF8-AS1 chr12 25939329 25959765 - -ENSG00000123094.15 RASSF8 chr12 25959029 26079892 + -ENSG00000123095.5 BHLHE41 chr12 26120026 26125127 - -ENSG00000123096.11 SSPN chr12 26121991 26299290 + -ENSG00000256894.1 RP11-283G6.3 chr12 26125155 26126617 - -ENSG00000256234.1 RP11-283G6.4 chr12 26211164 26335856 - -ENSG00000255750.5 RP11-283G6.5 chr12 26230819 26319720 - -ENSG00000278095.1 RP11-283G6.6 chr12 26273329 26273900 - -ENSG00000255858.1 RP11-612B6.1 chr12 26315715 26317813 + -ENSG00000255968.1 RP11-513G19.1 chr12 26318953 26421462 + -ENSG00000256185.1 RP11-612B6.2 chr12 26335864 26336950 - -ENSG00000123104.11 ITPR2 chr12 26336515 26833198 - -ENSG00000212549.1 RNA5SP354 chr12 26373598 26373733 - -ENSG00000234428.2 RP11-666F17.1 chr12 26623369 26649479 + -ENSG00000256640.1 RP11-666F17.2 chr12 26800843 26801302 + -ENSG00000064102.14 ASUN chr12 26905181 26938326 - -ENSG00000111790.13 FGFR1OP2 chr12 26938383 26966650 + -ENSG00000247903.1 RP11-421F16.3 chr12 26971586 26979582 + -ENSG00000064115.10 TM7SF3 chr12 26973195 27014434 - -ENSG00000280746.1 AC024896.1 chr12 26985934 26985985 - -ENSG00000152944.8 MED21 chr12 27022546 27066343 + -ENSG00000275764.1 RP11-582E3.6 chr12 27037100 27038960 + -ENSG00000214700.5 C12orf71 chr12 27081058 27082514 - -ENSG00000271418.1 RP11-582E3.5 chr12 27093923 27094223 - -ENSG00000256226.1 RP11-582E3.2 chr12 27105151 27161393 - -ENSG00000256625.1 RP11-582E3.4 chr12 27121910 27147664 + -ENSG00000211455.7 STK38L chr12 27243968 27325959 + -ENSG00000029153.14 ARNTL2 chr12 27332854 27425289 + -ENSG00000245311.2 ARNTL2-AS1 chr12 27389789 27446625 - -ENSG00000165935.9 SMCO2 chr12 27466810 27502185 + -ENSG00000257037.1 RARSP1 chr12 27496937 27498589 + -ENSG00000110841.13 PPFIBP1 chr12 27523431 27695564 + -ENSG00000248100.2 RP11-709A23.1 chr12 27547050 27552773 - -ENSG00000256056.1 RP11-709A23.2 chr12 27592461 27594039 - -ENSG00000256557.1 RP11-1060J15.3 chr12 27608733 27609046 - -ENSG00000256377.5 RP11-1060J15.4 chr12 27696388 27710770 - -ENSG00000174236.3 REP15 chr12 27696519 27697596 + -ENSG00000276261.1 RP11-1060J15.9 chr12 27700066 27700574 + -ENSG00000230519.2 RP11-1060J15.5 chr12 27702338 27702906 + -ENSG00000256504.2 RP11-1060J15.7 chr12 27704568 27708365 + -ENSG00000061794.12 MRPS35 chr12 27710773 27756295 + -ENSG00000252585.1 Y_RNA chr12 27752874 27752986 + -ENSG00000205693.3 MANSC4 chr12 27762738 27771276 - -ENSG00000256747.1 RP11-860B13.1 chr12 27779821 27781067 - -ENSG00000087448.9 KLHL42 chr12 27780020 27803040 + -ENSG00000256512.1 RP11-860B13.3 chr12 27798641 27800708 - -ENSG00000201612.1 RN7SKP15 chr12 27806082 27806390 - -ENSG00000274075.1 uc_338 chr12 27824207 27824382 - -ENSG00000256378.1 RP11-993B23.1 chr12 27935523 27935749 - -ENSG00000087494.15 PTHLH chr12 27958084 27972705 - -ENSG00000257042.1 RP11-993B23.3 chr12 27958517 27969813 + -ENSG00000123106.10 CCDC91 chr12 28133249 28581511 + -ENSG00000247934.4 RP11-967K21.1 chr12 28163298 28190738 - -ENSG00000255951.1 RP11-967K21.2 chr12 28164958 28165662 + -ENSG00000278733.1 RP11-425D17.1 chr12 28185625 28186190 - -ENSG00000273989.1 RP11-425D17.2 chr12 28236227 28236828 + -ENSG00000252237.1 RNU4-54P chr12 28319335 28319463 - -ENSG00000202187.1 RNA5SP355 chr12 28505394 28505528 + -ENSG00000244712.1 RP11-874G11.1 chr12 28564678 28565141 - -ENSG00000256513.1 RP11-977P2.1 chr12 28821975 28825831 - -ENSG00000278687.1 RP11-31A23.1 chr12 28978584 28978685 + -ENSG00000222481.1 AC012150.1 chr12 29120783 29120882 - -ENSG00000257258.1 RP11-946L16.1 chr12 29143196 29148675 - -ENSG00000064763.10 FAR2 chr12 29149103 29340980 + -ENSG00000275278.1 RP11-946L16.2 chr12 29156448 29156991 - -ENSG00000275476.1 RP11-996F15.4 chr12 29277397 29277882 - -ENSG00000257176.2 RP11-996F15.2 chr12 29280418 29317848 - -ENSG00000274315.1 RP11-996F15.5 chr12 29331434 29331936 - -ENSG00000273680.1 RP11-996F15.6 chr12 29332733 29333383 - -ENSG00000087502.17 ERGIC2 chr12 29337352 29381189 - -ENSG00000257599.1 OVCH1-AS1 chr12 29389294 29487488 + -ENSG00000187950.8 OVCH1 chr12 29412474 29497686 - -ENSG00000133687.15 TMTC1 chr12 29500840 29784759 - -ENSG00000257456.1 RP11-310I24.1 chr12 29519731 29529974 + -ENSG00000242986.2 RP11-1110J8.1 chr12 29658376 29658798 - -ENSG00000276431.1 RP11-776A13.4 chr12 30169881 30170091 - -ENSG00000257262.1 RP11-776A13.1 chr12 30200983 30217916 + -ENSG00000257756.5 RP11-776A13.3 chr12 30230779 30296707 - -ENSG00000251781.1 RNA5SP356 chr12 30306431 30306524 - -ENSG00000257932.1 RP11-155I9.1 chr12 30320834 30321617 + -ENSG00000258202.1 RP11-776A13.2 chr12 30454919 30492302 + -ENSG00000133704.9 IPO8 chr12 30628988 30695986 - -ENSG00000110888.17 CAPRIN2 chr12 30709552 30754951 - -ENSG00000246331.2 RP11-77I22.2 chr12 30755074 30780739 + -ENSG00000235884.3 LINC00941 chr12 30795681 30802711 + -ENSG00000258118.1 RP11-77I22.4 chr12 30861921 30862179 + -ENSG00000110900.14 TSPAN11 chr12 30926428 30996599 + -ENSG00000226472.7 RP11-551L14.4 chr12 30978308 31006010 - -ENSG00000256984.1 RP11-551L14.6 chr12 31012503 31015667 + -ENSG00000245614.3 DDX11-AS1 chr12 31020763 31073847 - -ENSG00000013573.16 DDX11 chr12 31073845 31104791 + -ENSG00000212533.1 SNORA75 chr12 31076867 31077016 - -ENSG00000270926.1 RP11-551L14.7 chr12 31105105 31106830 - -ENSG00000177359.17 OVOS2 chr12 31111652 31206154 - -ENSG00000270766.1 RP11-627K11.5 chr12 31244440 31244685 + -ENSG00000243517.1 RP11-627K11.1 chr12 31251992 31252597 - -ENSG00000270395.1 MREGP1 chr12 31254361 31254445 - -ENSG00000275097.1 RP11-627K11.6 chr12 31280422 31280895 - -ENSG00000139146.13 FAM60A chr12 31280584 31327058 - -ENSG00000256176.1 RP11-627K11.3 chr12 31311617 31312029 + -ENSG00000177340.5 FLJ13224 chr12 31324316 31325829 + -ENSG00000256232.1 RP11-771K4.1 chr12 31363481 31369301 - -ENSG00000170456.14 DENND5B chr12 31382223 31591097 - -ENSG00000200388.1 RNU6-618P chr12 31396390 31396501 + -ENSG00000275769.1 RP11-771K4.3 chr12 31443792 31444208 - -ENSG00000203437.3 RP11-820K3.3 chr12 31465062 31465842 + -ENSG00000256159.1 RP11-820K3.4 chr12 31477506 31477987 + -ENSG00000201228.1 Y_RNA chr12 31506303 31506404 - -ENSG00000225349.2 RP11-820K3.2 chr12 31534715 31535247 - -ENSG00000255867.1 DENND5B-AS1 chr12 31589923 31615666 + -ENSG00000252390.1 RNU5F-4P chr12 31594093 31594206 - -ENSG00000231788.4 RPL31P50 chr12 31597114 31597409 - -ENSG00000233381.3 AK4P3 chr12 31615771 31616439 - -ENSG00000139160.13 METTL20 chr12 31647160 31673114 + -ENSG00000151743.10 AMN1 chr12 31671137 31729174 - -ENSG00000266482.1 AC023157.1 chr12 31713750 31713848 + -ENSG00000276058.1 STMN1P1 chr12 31715342 31715781 - -ENSG00000276900.1 RP11-467L13.7 chr12 31729117 31731204 + -ENSG00000256843.1 RP11-467L13.4 chr12 31748100 31748240 - -ENSG00000223722.3 RP11-467L13.5 chr12 31754720 31755121 + -ENSG00000188375.4 H3F3C chr12 31791185 31792241 - -ENSG00000252421.1 RNU6-1069P chr12 31802958 31803090 - -ENSG00000252204.1 SNORA25 chr12 31811088 31811190 + -ENSG00000256372.1 RP11-428G5.4 chr12 31853021 31853407 - -ENSG00000255760.1 RP11-428G5.5 chr12 31877079 31887203 - -ENSG00000256465.1 RP11-428G5.6 chr12 31893370 31893702 + -ENSG00000244436.2 RP11-428G5.1 chr12 31897820 31898123 + -ENSG00000252584.1 AC023050.1 chr12 31915636 31915707 - -ENSG00000242314.1 RP11-428G5.2 chr12 31948334 31948827 + -ENSG00000256987.1 RP11-428G5.7 chr12 31953889 31955268 + -ENSG00000174718.11 KIAA1551 chr12 31959370 31993107 + -ENSG00000276136.1 RP11-50I19.2 chr12 32000375 32001222 + -ENSG00000257094.1 RP11-50I19.1 chr12 32007127 32007435 + -ENSG00000257852.1 RP11-843B15.1 chr12 32072734 32072880 + -ENSG00000271357.1 RP11-843B15.3 chr12 32100485 32100735 - -ENSG00000257530.1 RP11-843B15.2 chr12 32104117 32107528 - -ENSG00000151746.13 BICD1 chr12 32106835 32383633 + -ENSG00000277342.1 RP11-843B15.4 chr12 32109076 32109602 + -ENSG00000258134.1 RP11-956A19.1 chr12 32227410 32228154 - -ENSG00000274964.1 RP11-817I4.1 chr12 32339368 32340724 + -ENSG00000276115.1 RP11-817I4.2 chr12 32352349 32354144 + -ENSG00000207176.1 Y_RNA chr12 32396050 32396147 - -ENSG00000139132.14 FGD4 chr12 32399529 32646050 + -ENSG00000253063.1 RNU6-494P chr12 32477382 32477471 - -ENSG00000087470.17 DNM1L chr12 32679200 32745650 + -ENSG00000257643.1 RP11-278C7.2 chr12 32692504 32692848 - -ENSG00000201563.1 Y_RNA chr12 32705403 32705506 - -ENSG00000276148.1 RP11-278C7.4 chr12 32725248 32725660 - -ENSG00000257511.1 RP11-278C7.1 chr12 32726383 32727387 - -ENSG00000139131.12 YARS2 chr12 32727490 32755902 - -ENSG00000274105.1 RP11-278C7.3 chr12 32728169 32729024 - -ENSG00000275854.1 RP11-278C7.5 chr12 32736930 32737660 - -ENSG00000057294.13 PKP2 chr12 32790745 32896840 - -ENSG00000274976.1 RP11-8P13.5 chr12 32820142 32820567 - -ENSG00000244743.1 RP11-8P13.1 chr12 32863118 32863433 + -ENSG00000257316.1 RP11-267D19.2 chr12 32985838 32987070 + -ENSG00000257435.1 RP11-267D19.1 chr12 32988763 32993754 + -ENSG00000238911.1 AC026357.1 chr12 33041725 33041821 - -ENSG00000110975.8 SYT10 chr12 33374238 33439819 - -ENSG00000259937.2 RP11-438D14.2 chr12 33404872 33405896 - -ENSG00000281105.1 AC023158.1 chr12 33412530 33412611 - -ENSG00000273853.1 RP11-438D14.3 chr12 33432311 33432853 - -ENSG00000256070.1 RP11-56H16.1 chr12 33454345 33455452 + -ENSG00000212475.1 RNU6-400P chr12 33576095 33576200 + -ENSG00000270807.1 RP13-359K18.1 chr12 33717853 33718217 + -ENSG00000207026.1 RNU6-472P chr12 33923374 33923480 - -ENSG00000201624.1 Y_RNA chr12 33982465 33982566 - -ENSG00000139133.6 ALG10 chr12 34022281 34029694 + -ENSG00000245482.2 RP11-847H18.2 chr12 34022281 34046417 - -ENSG00000264446.1 AC046130.1 chr12 34027268 34027362 - -ENSG00000256538.1 RP11-847H18.3 chr12 34037438 34056740 + -ENSG00000255628.1 RP11-313F23.3 chr12 34149839 34162238 + -ENSG00000256986.1 RP11-313F23.2 chr12 34162462 34162968 + -ENSG00000250788.1 TUBB8P4 chr12 34164773 34166954 - -ENSG00000255652.2 RP11-313F23.4 chr12 34191037 34218853 - -ENSG00000272435.1 RNA5SP357 chr12 34205699 34205817 + -ENSG00000258794.3 DUX4L27 chr12 34208415 34209675 - -ENSG00000256614.1 AK6P1 chr12 34249481 34249958 + -ENSG00000257794.1 RP11-125N22.4 chr12 37542012 37542386 - -ENSG00000257899.1 RP11-125N22.3 chr12 37544285 37544584 - -ENSG00000257933.1 RP11-125N22.1 chr12 37544607 37544798 + -ENSG00000258368.1 ZNF970P chr12 37575449 37576384 + -ENSG00000257173.1 AK6P2 chr12 38078529 38078999 - -ENSG00000258278.1 CLUHP8 chr12 38082046 38084082 + -ENSG00000274293.1 pRNA chr12 38150050 38150138 + -ENSG00000199843.1 RNA5SP358 chr12 38161466 38161582 - -ENSG00000201708.1 RNA5SP359 chr12 38163403 38163515 - -ENSG00000254381.3 TUBB8P5 chr12 38201566 38203792 + -ENSG00000257292.1 RP11-266O15.4 chr12 38205386 38206012 - -ENSG00000258360.1 NF1P12 chr12 38206231 38207192 - -ENSG00000253016.1 Y_RNA chr12 38274448 38274549 - -ENSG00000175548.8 ALG10B chr12 38316578 38329728 + -ENSG00000266333.1 AC117372.1 chr12 38321566 38321660 - -ENSG00000281888.1 AC087897.1 chr12 38520233 38520301 + -ENSG00000257645.1 RP11-804F13.2 chr12 38532895 38533050 - -ENSG00000258119.1 RP11-804F13.1 chr12 38544177 38589812 - -ENSG00000139117.13 CPNE8 chr12 38646822 38907430 - -ENSG00000257718.1 RP11-396F22.1 chr12 38906451 38909592 + -ENSG00000252801.2 AC067735.1 chr12 38913240 38913326 - -ENSG00000257586.1 RP11-554L12.3 chr12 38994803 38996882 - -ENSG00000257237.1 RP11-554L12.2 chr12 39058028 39059933 - -ENSG00000258144.1 RP11-554L12.1 chr12 39087713 39092874 - -ENSG00000270718.1 RP11-421H10.2 chr12 39170646 39170880 + -ENSG00000139116.17 KIF21A chr12 39293228 39443390 - -ENSG00000252974.1 AC121334.1 chr12 39443048 39443116 - -ENSG00000255991.2 RP11-242C24.2 chr12 39466442 39467345 - -ENSG00000270273.1 RP11-242C24.3 chr12 39539581 39539851 - -ENSG00000173208.3 ABCD2 chr12 39550033 39619751 - -ENSG00000180116.15 C12orf40 chr12 39626167 39908300 + -ENSG00000151229.12 SLC2A13 chr12 39755021 40106089 - -ENSG00000223082.1 AC121336.1 chr12 39807095 39807174 - -ENSG00000199571.1 SNORA22 chr12 39819750 39819883 - -ENSG00000229014.3 RPL30P13 chr12 40068243 40068590 - -ENSG00000260943.1 RP11-476D10.1 chr12 40140926 40142876 - -ENSG00000223914.1 AC079630.2 chr12 40156239 40167707 + -ENSG00000225342.2 AC079630.4 chr12 40186009 40224915 - -ENSG00000188906.13 LRRK2 chr12 40196744 40369285 + -ENSG00000229899.1 AC084290.2 chr12 40286289 40286662 + -ENSG00000205592.13 MUC19 chr12 40393395 40570832 + -ENSG00000258167.1 RP11-115F18.1 chr12 40395853 40443847 - -ENSG00000207492.1 RNU6-713P chr12 40554161 40554267 - -ENSG00000018236.14 CNTN1 chr12 40692442 41072418 + -ENSG00000257680.1 RP11-367O10.1 chr12 40728811 40729897 + -ENSG00000274682.1 RP11-385G16.1 chr12 40978744 40979244 + -ENSG00000165966.14 PDZRN4 chr12 41188448 41574590 + -ENSG00000257228.5 RP11-413B19.2 chr12 41409467 41473510 - -ENSG00000252364.1 RNA5SP360 chr12 41658676 41658793 + -ENSG00000258239.1 MTND2P17 chr12 41698495 41699182 - -ENSG00000257858.1 MTND1P24 chr12 41699391 41700251 - -ENSG00000257784.1 RP11-630C16.1 chr12 41764189 41765581 + -ENSG00000257239.1 RP11-630C16.2 chr12 41829898 41932592 - -ENSG00000257128.1 RP11-2A1.1 chr12 41911256 41912212 + -ENSG00000271379.1 RP11-440G2.2 chr12 42069935 42070625 - -ENSG00000222884.1 AC023513.1 chr12 42079761 42079882 + -ENSG00000151233.10 GXYLT1 chr12 42081845 42144879 - -ENSG00000015153.14 YAF2 chr12 42157104 42238349 - -ENSG00000134283.17 PPHLN1 chr12 42238447 42459715 + -ENSG00000257674.1 RP11-76E16.2 chr12 42286911 42288560 + -ENSG00000139168.7 ZCRB1 chr12 42312078 42326118 - -ENSG00000278520.1 MIR7851 chr12 42323700 42323859 - -ENSG00000252917.1 SNORA74 chr12 42347061 42347214 - -ENSG00000274943.1 RP11-351C21.2 chr12 42361267 42361703 + -ENSG00000199886.1 RNU6-249P chr12 42398550 42398651 + -ENSG00000257376.1 RP11-328C8.2 chr12 42431665 42433357 - -ENSG00000207142.1 Y_RNA chr12 42454720 42454821 + -ENSG00000139174.10 PRICKLE1 chr12 42456754 42590355 - -ENSG00000257225.1 RP11-328C8.4 chr12 42459366 42466128 + -ENSG00000258068.1 RP11-328C8.5 chr12 42485353 42490019 - -ENSG00000257510.1 RP11-609L23.1 chr12 42615503 42646498 - -ENSG00000257687.1 RP11-609L23.3 chr12 42627008 42627137 - -ENSG00000257405.1 RP11-609L23.2 chr12 42636815 42637111 - -ENSG00000257164.5 RP11-25I15.2 chr12 42646583 42686701 + -ENSG00000240759.1 RP11-25I15.1 chr12 42678873 42679124 - -ENSG00000257114.2 RP11-25I15.3 chr12 42692216 42717119 + -ENSG00000271272.1 RP11-510P12.1 chr12 42929848 42930579 - -ENSG00000257849.1 RP11-547C5.1 chr12 42966122 42967353 + -ENSG00000257373.1 RP11-547C5.2 chr12 42979254 42996486 - -ENSG00000257927.1 MRPS36P5 chr12 43054089 43054386 - -ENSG00000258331.1 RP11-118A3.1 chr12 43155315 43163110 + -ENSG00000215993.1 AC079603.1 chr12 43291495 43291580 - -ENSG00000264437.2 AC107018.1 chr12 43318999 43319078 - -ENSG00000173157.16 ADAMTS20 chr12 43353866 43551921 - -ENSG00000265012.2 AC120104.1 chr12 43416635 43416686 - -ENSG00000241251.2 RP11-73B8.1 chr12 43560784 43561297 - -ENSG00000257813.2 RP11-73B8.2 chr12 43569769 43572038 - -ENSG00000271508.1 RP11-73B8.3 chr12 43633093 43633281 + -ENSG00000257907.2 EEF1A1P17 chr12 43659827 43661101 + -ENSG00000129317.14 PUS7L chr12 43718993 43758817 - -ENSG00000257896.1 RP11-210N13.1 chr12 43736628 43741067 + -ENSG00000198001.13 IRAK4 chr12 43758944 43789543 + -ENSG00000151239.13 TWF1 chr12 43793723 43806375 - -ENSG00000139173.9 TMEM117 chr12 43835967 44389762 + -ENSG00000265029.2 AC076972.1 chr12 43983468 43983547 - -ENSG00000258212.1 ZNF75BP chr12 44008620 44010143 - -ENSG00000257947.1 RP11-46I1.1 chr12 44244394 44263982 - -ENSG00000257864.1 RP11-46I1.2 chr12 44248432 44249004 - -ENSG00000275286.1 RP11-499A10.3 chr12 44498616 44499158 - -ENSG00000184613.10 NELL2 chr12 44508275 44921848 - -ENSG00000201788.1 Y_RNA chr12 44880868 44880969 - -ENSG00000185610.6 DBX2 chr12 45014672 45051099 - -ENSG00000257319.1 RP11-478B9.1 chr12 45050901 45103107 + -ENSG00000257331.1 RP11-478B9.3 chr12 45063473 45065351 - -ENSG00000257572.1 RP11-478B9.2 chr12 45071769 45072843 + -ENSG00000199556.1 RNA5SP361 chr12 45117771 45117888 + -ENSG00000134297.6 PLEKHA8P1 chr12 45173064 45216041 - -ENSG00000257738.2 RP11-139E19.2 chr12 45200817 45201551 + -ENSG00000177119.15 ANO6 chr12 45215987 45440404 + -ENSG00000278351.1 RP11-139E19.3 chr12 45256473 45256726 + -ENSG00000257368.2 RP11-438E8.2 chr12 45444766 45445438 + -ENSG00000257657.2 RP11-352M15.1 chr12 45481871 45610620 - -ENSG00000273015.2 RP11-352M15.2 chr12 45718046 45727775 - -ENSG00000189079.15 ARID2 chr12 45729665 45908040 + -ENSG00000278475.1 RP11-19E18.2 chr12 45789189 45789657 + -ENSG00000265093.2 RN7SL246P chr12 45874035 45874330 + -ENSG00000270429.1 KNOP1P2 chr12 45880950 45882266 - -ENSG00000139218.17 SCAF11 chr12 45919131 45992120 - -ENSG00000239397.1 RP11-101K23.1 chr12 46004038 46004685 - -ENSG00000111371.15 SLC38A1 chr12 46183063 46270017 - -ENSG00000274591.1 RP11-474P2.5 chr12 46239106 46239473 - -ENSG00000134294.13 SLC38A2 chr12 46358189 46372867 - -ENSG00000258096.1 RP11-474P2.2 chr12 46371463 46373778 + -ENSG00000257261.5 RP11-96H19.1 chr12 46383679 46876159 + -ENSG00000257496.1 RP11-474P2.4 chr12 46384233 46386991 - -ENSG00000275481.1 RP11-474P2.6 chr12 46388856 46392126 + -ENSG00000278896.1 RP11-474P2.7 chr12 46404644 46407166 + -ENSG00000272369.1 RP11-446N19.1 chr12 46537502 46652550 + -ENSG00000272963.1 OR7A19P chr12 46592573 46593305 + -ENSG00000271642.1 MARK3P1 chr12 46682071 46682713 - -ENSG00000139209.15 SLC38A4 chr12 46764761 46832408 - -ENSG00000274723.1 RP11-618L22.1 chr12 46970504 46972155 + -ENSG00000139211.6 AMIGO2 chr12 47075707 47079951 - -ENSG00000179715.12 PCED1B chr12 47079603 47236662 + -ENSG00000258352.1 RP11-23J18.1 chr12 47135498 47138370 - -ENSG00000263838.1 MIR4698 chr12 47187812 47187891 + -ENSG00000247774.6 PCED1B-AS1 chr12 47205898 47216456 - -ENSG00000257925.1 RP11-493L12.3 chr12 47237734 47279021 - -ENSG00000258181.1 RP11-493L12.4 chr12 47248124 47257539 + -ENSG00000276454.1 RP11-493L12.7 chr12 47265665 47266108 + -ENSG00000258116.1 RP11-493L12.6 chr12 47341614 47342089 - -ENSG00000199566.1 SNORA64 chr12 47346166 47346297 - -ENSG00000257924.1 RP11-493L12.5 chr12 47353754 47369935 + -ENSG00000264906.1 MIR4494 chr12 47364186 47364269 - -ENSG00000257906.1 RP1-90J4.1 chr12 47415008 47420179 + -ENSG00000258369.1 RP1-90J4.2 chr12 47463087 47463621 + -ENSG00000257807.1 RP1-90J4.3 chr12 47484689 47485722 + -ENSG00000257905.1 RP3-432I18.1 chr12 47593208 47593440 + -ENSG00000005175.9 RPAP3 chr12 47661249 47706061 - -ENSG00000276390.1 RP1-197B17.5 chr12 47699401 47699917 - -ENSG00000257433.5 RP1-197B17.3 chr12 47706085 47742294 + -ENSG00000111405.8 ENDOU chr12 47709734 47725567 - -ENSG00000280054.1 RP1-197B17.7 chr12 47728151 47730598 - -ENSG00000274902.1 RP1-197B17.4 chr12 47731908 47732351 + -ENSG00000079337.15 RAPGEF3 chr12 47734367 47771040 - -ENSG00000211584.13 SLC48A1 chr12 47753916 47782753 + -ENSG00000277173.1 CTD-2024F21.1 chr12 47768529 47769648 + -ENSG00000061273.17 HDAC7 chr12 47782722 47833132 - -ENSG00000268069.2 RP5-1057I20.4 chr12 47784923 47786002 + -ENSG00000276691.1 RP5-1057I20.5 chr12 47788426 47788971 + -ENSG00000274737.1 RP5-1057I20.6 chr12 47817451 47817966 - -ENSG00000257488.5 RP5-1057I20.2 chr12 47826854 47837898 + -ENSG00000111424.10 VDR chr12 47841537 47943048 - -ENSG00000205537.2 RP11-89H19.1 chr12 47882649 47901525 + -ENSG00000278385.1 RP11-89H19.2 chr12 47905122 47906865 + -ENSG00000279840.1 RP1-228P16.9 chr12 47960497 47963469 - -ENSG00000134291.11 TMEM106C chr12 47963569 47968878 + -ENSG00000139219.17 COL2A1 chr12 47972965 48004486 - -ENSG00000258203.5 RP1-228P16.3 chr12 48005277 48011227 - -ENSG00000257985.1 RP1-228P16.4 chr12 48011304 48025469 + -ENSG00000257955.1 RP1-228P16.5 chr12 48019771 48025382 - -ENSG00000276814.1 RP1-228P16.8 chr12 48039784 48040761 - -ENSG00000079387.13 SENP1 chr12 48042898 48106308 - -ENSG00000240399.1 RP1-228P16.1 chr12 48054813 48055591 - -ENSG00000222635.1 RNU6-1203P chr12 48081319 48081428 + -ENSG00000226138.4 RP1-228P16.7 chr12 48085062 48085421 + -ENSG00000152556.15 PFKM chr12 48105139 48146404 + -ENSG00000275770.1 MIR6505 chr12 48132797 48132867 + -ENSG00000177981.10 ASB8 chr12 48147788 48181213 - -ENSG00000274124.1 RP11-474C8.8 chr12 48152817 48153128 + -ENSG00000258051.1 RP11-474C8.3 chr12 48160245 48160878 - -ENSG00000257885.1 PHBP18 chr12 48168847 48169659 - -ENSG00000257848.1 RP11-474C8.5 chr12 48171590 48173353 + -ENSG00000177875.4 CCDC184 chr12 48183584 48185926 + -ENSG00000279875.1 RP11-474C8.7 chr12 48189349 48191207 + -ENSG00000269514.1 RP11-370I10.12 chr12 48198387 48202031 + -ENSG00000172640.3 OR10AD1 chr12 48202083 48203387 - -ENSG00000258234.1 RP11-370I10.2 chr12 48231098 48284210 - -ENSG00000275228.1 RP11-370I10.10 chr12 48327942 48328472 - -ENSG00000187166.1 H1FNT chr12 48328980 48330279 + -ENSG00000258273.1 RP11-370I10.4 chr12 48333755 48333901 - -ENSG00000167528.12 ZNF641 chr12 48337180 48351414 - -ENSG00000257735.1 RP11-370I10.6 chr12 48350945 48442411 + -ENSG00000257763.1 OR5BK1P chr12 48355792 48356614 - -ENSG00000273765.1 RP11-370I10.11 chr12 48360920 48361377 + -ENSG00000258024.1 OR5BT1P chr12 48385417 48386265 - -ENSG00000257792.1 OR5BJ1P chr12 48394510 48395392 - -ENSG00000273434.1 OR8S21P chr12 48417150 48417337 - -ENSG00000226413.2 OR8T1P chr12 48442030 48442947 - -ENSG00000139223.2 ANP32D chr12 48472665 48473624 + -ENSG00000177627.9 C12orf54 chr12 48482503 48496512 + -ENSG00000258121.1 RP11-722P11.4 chr12 48483287 48500961 - -ENSG00000240443.1 RPS10P20 chr12 48487946 48488408 + -ENSG00000197376.2 OR8S1 chr12 48507354 48529897 + -ENSG00000198678.5 OR5BS1P chr12 48559882 48562956 + -ENSG00000167531.6 LALBA chr12 48567684 48570066 - -ENSG00000224709.1 OR11M1P chr12 48627888 48628782 + -ENSG00000139620.12 KANSL2 chr12 48653401 48682238 - -ENSG00000221491.2 SNORA34 chr12 48654382 48654518 - -ENSG00000281842.1 AC079951.1 chr12 48654426 48654537 - -ENSG00000206612.1 SNORA2A chr12 48656648 48656782 - -ENSG00000207313.1 SNORA2B chr12 48667457 48667593 - -ENSG00000129315.9 CCNT1 chr12 48688458 48716998 - -ENSG00000257987.5 LINC00935 chr12 48727435 48765786 + -ENSG00000257653.1 RP11-579D7.2 chr12 48766194 48767323 + -ENSG00000174233.11 ADCY6 chr12 48766194 48789037 - -ENSG00000264201.1 MIR4701 chr12 48771975 48772037 - -ENSG00000257660.5 RP11-579D7.4 chr12 48789147 48790535 + -ENSG00000271547.1 RP11-579D7.8 chr12 48800576 48801086 - -ENSG00000207467.1 Y_RNA chr12 48809911 48810016 + -ENSG00000167535.7 CACNB3 chr12 48813794 48828941 + -ENSG00000174243.9 DDX23 chr12 48829764 48852842 - -ENSG00000172602.9 RND1 chr12 48857145 48865898 - -ENSG00000199394.1 RNU6-600P chr12 48892130 48892228 - -ENSG00000239617.1 RP11-302B13.1 chr12 48903418 48903813 - -ENSG00000272822.1 RP11-302B13.5 chr12 48903503 48957365 - -ENSG00000139537.10 CCDC65 chr12 48904110 48931840 + -ENSG00000134285.10 FKBP11 chr12 48921518 48926474 - -ENSG00000255863.2 AC073610.5 chr12 48921963 48939663 - -ENSG00000281789.1 Y_RNA chr12 48927939 48928033 - -ENSG00000134287.9 ARF3 chr12 48935723 48957551 - -ENSG00000169884.13 WNT10B chr12 48965340 48971763 - -ENSG00000200303.1 RNU6-940P chr12 48975543 48975646 + -ENSG00000125084.11 WNT1 chr12 48978453 48981676 + -ENSG00000181418.7 DDN chr12 48995149 48999309 - -ENSG00000258283.1 RP11-386G11.3 chr12 48995150 48996334 + -ENSG00000257913.2 RP11-386G11.5 chr12 48998367 49019235 + -ENSG00000181929.11 PRKAG1 chr12 49002274 49019197 - -ENSG00000167548.14 KMT2D chr12 49018975 49059774 - -ENSG00000167550.10 RHEBL1 chr12 49064685 49070025 - -ENSG00000277672.1 RP11-386G11.11 chr12 49075039 49075802 + -ENSG00000139549.2 DHH chr12 49089421 49094819 - -ENSG00000257346.1 RP11-386G11.8 chr12 49090208 49093312 + -ENSG00000139636.15 LMBR1L chr12 49096551 49110900 - -ENSG00000123416.15 TUBA1B chr12 49127782 49131397 - -ENSG00000258017.1 RP11-386G11.10 chr12 49127782 49147869 + -ENSG00000200309.1 Y_RNA chr12 49132853 49132947 - -ENSG00000167552.13 TUBA1A chr12 49184796 49189324 - -ENSG00000167553.14 TUBA1C chr12 49188736 49274603 + -ENSG00000274017.1 Metazoa_SRP chr12 49196784 49197062 + -ENSG00000258101.2 RP11-977B10.2 chr12 49232790 49264756 - -ENSG00000258232.2 RP11-161H23.5 chr12 49265156 49273306 - -ENSG00000258334.1 RP11-161H23.9 chr12 49292631 49324576 - -ENSG00000135406.13 PRPH chr12 49293252 49298686 + -ENSG00000135451.12 TROAP chr12 49323236 49331731 + -ENSG00000186897.4 C1QL4 chr12 49332411 49337188 - -ENSG00000178401.14 DNAJC22 chr12 49346917 49357546 + -ENSG00000123352.17 SPATS2 chr12 49366584 49527424 + -ENSG00000257954.1 RP11-161H23.10 chr12 49389516 49390162 + -ENSG00000257464.1 RP11-161H23.8 chr12 49442424 49442652 - -ENSG00000135519.6 KCNH3 chr12 49539157 49558308 + -ENSG00000187778.13 MCRS1 chr12 49556544 49568153 - -ENSG00000110844.13 PRPF40B chr12 49568218 49644666 + -ENSG00000257964.1 RP11-133N21.10 chr12 49576840 49577505 - -ENSG00000135436.8 FAM186B chr12 49582885 49605639 - -ENSG00000199237.1 RNU6-834P chr12 49593104 49593213 + -ENSG00000258284.1 POLR2KP1 chr12 49594091 49594258 + -ENSG00000257243.1 RP11-133N21.7 chr12 49595148 49595688 + -ENSG00000258104.1 HIGD1AP9 chr12 49619334 49619612 + -ENSG00000161791.13 FMNL3 chr12 49636499 49708165 - -ENSG00000139644.12 TMBIM6 chr12 49707725 49764934 + -ENSG00000257570.1 RP11-133N21.12 chr12 49709237 49709336 + -ENSG00000257730.1 LSM6P2 chr12 49770960 49771136 + -ENSG00000167566.16 NCKAP5L chr12 49791146 49828750 - -ENSG00000258057.5 BCDIN3D-AS1 chr12 49828542 49841143 + -ENSG00000186666.5 BCDIN3D chr12 49836039 49843129 - -ENSG00000257253.2 RP11-70F11.7 chr12 49861207 49865802 + -ENSG00000242041.1 RP11-70F11.2 chr12 49863173 49863503 + -ENSG00000135472.8 FAIM2 chr12 49866896 49904217 - -ENSG00000258135.5 RP11-70F11.11 chr12 49908882 49911863 - -ENSG00000257771.5 RP11-70F11.8 chr12 49911953 49930320 + -ENSG00000167580.7 AQP2 chr12 49950741 49958881 + -ENSG00000257588.1 RP11-469H8.6 chr12 49951512 49962924 - -ENSG00000257378.1 RP11-469H8.8 chr12 49954639 49956125 - -ENSG00000161798.6 AQP5 chr12 49961870 49965681 + -ENSG00000086159.12 AQP6 chr12 49967194 49977139 + -ENSG00000161800.12 RACGAP1 chr12 49976923 50033136 - -ENSG00000110881.11 ASIC1 chr12 50057548 50083611 + -ENSG00000066117.14 SMARCD1 chr12 50084972 50100712 + -ENSG00000167588.12 GPD1 chr12 50103819 50111319 + -ENSG00000178449.8 COX14 chr12 50111979 50120457 + -ENSG00000272368.2 RP4-605O3.4 chr12 50112197 50165618 + -ENSG00000139624.12 CERS5 chr12 50129306 50167533 - -ENSG00000050405.13 LIMA1 chr12 50175788 50283546 - -ENSG00000257298.1 RP3-405J10.3 chr12 50185580 50191363 - -ENSG00000257531.2 RP3-405J10.2 chr12 50217662 50218343 - -ENSG00000257256.1 RP3-405J10.4 chr12 50219604 50229984 + -ENSG00000221604.1 MIR1293 chr12 50234142 50234212 - -ENSG00000212496.1 RNU6-1093P chr12 50256238 50256344 - -ENSG00000278842.1 RP3-405J10.5 chr12 50286244 50289231 + -ENSG00000185958.9 FAM186A chr12 50326230 50396622 - -ENSG00000244266.1 RP11-112N23.1 chr12 50365652 50366086 + -ENSG00000161813.20 LARP4 chr12 50392383 50480004 + -ENSG00000066084.12 DIP2B chr12 50504985 50748667 + -ENSG00000207136.1 RNU6-769P chr12 50633273 50633376 + -ENSG00000200183.1 RNU6-238P chr12 50656973 50657078 + -ENSG00000200428.1 Y_RNA chr12 50743568 50743684 + -ENSG00000271018.1 RP11-60E8.2 chr12 50756892 50757433 + -ENSG00000123268.8 ATF1 chr12 50763710 50821122 + -ENSG00000271490.1 RP11-60E8.4 chr12 50806335 50806437 - -ENSG00000243075.3 RN7SL519P chr12 50841498 50841785 - -ENSG00000186452.10 TMPRSS12 chr12 50842920 50887884 + -ENSG00000271621.1 RP11-60E8.3 chr12 50847925 50848312 - -ENSG00000185432.11 METTL7A chr12 50923472 50932517 + -ENSG00000274156.1 RP11-407N8.6 chr12 50934942 50935464 - -ENSG00000199740.1 Y_RNA chr12 50939927 50940026 - -ENSG00000271596.1 RP11-407N8.4 chr12 50949117 50949384 - -ENSG00000214511.3 HIGD1C chr12 50953922 50970506 + -ENSG00000274797.1 RP11-407N8.5 chr12 50953924 50954356 - -ENSG00000110911.14 SLC11A2 chr12 50979401 51028566 - -ENSG00000272028.1 RNU6-87P chr12 51014134 51014241 - -ENSG00000199903.1 RNU6-1273P chr12 51037499 51037602 + -ENSG00000050426.15 LETMD1 chr12 51047962 51060424 + -ENSG00000277201.1 AC087884.1 chr12 51049921 51050025 + -ENSG00000110925.6 CSRNP2 chr12 51061205 51083664 - -ENSG00000135457.9 TFCP2 chr12 51093663 51173134 - -ENSG00000244540.2 RP11-416A17.1 chr12 51106817 51107144 + -ENSG00000257246.1 PHBP19 chr12 51124628 51125381 - -ENSG00000200953.1 Y_RNA chr12 51156868 51156977 - -ENSG00000199824.1 RNU6-199P chr12 51162901 51163007 + -ENSG00000184271.15 POU6F1 chr12 51186936 51217693 - -ENSG00000278126.1 RP11-454E5.4 chr12 51201684 51202581 - -ENSG00000183283.15 DAZAP2 chr12 51238292 51271362 + -ENSG00000170545.16 SMAGP chr12 51244558 51270890 - -ENSG00000110934.10 BIN2 chr12 51281038 51324668 - -ENSG00000139610.1 CELA1 chr12 51328443 51346679 - -ENSG00000139629.15 GALNT6 chr12 51351247 51392867 - -ENSG00000050438.16 SLC4A8 chr12 51391317 51515763 + -ENSG00000271065.1 RP11-607P23.1 chr12 51421956 51424611 - -ENSG00000196876.13 SCN8A chr12 51590266 51812864 + -ENSG00000257851.2 HNRNPA3P10 chr12 51712469 51713606 - -ENSG00000260122.1 RP11-923I11.3 chr12 51809705 51810600 - -ENSG00000278451.1 RP11-923I11.8 chr12 51817889 51818358 - -ENSG00000261586.2 RP11-923I11.6 chr12 51817899 51820150 + -ENSG00000261308.1 FIGNL2 chr12 51820459 51822415 - -ENSG00000260473.1 RP11-923I11.4 chr12 51823503 51835496 + -ENSG00000259887.1 RP11-923I11.5 chr12 51848223 51852729 + -ENSG00000167612.12 ANKRD33 chr12 51887960 51891664 + -ENSG00000258021.1 RP11-1100L3.4 chr12 51900565 51901336 + -ENSG00000139567.12 ACVRL1 chr12 51906908 51923361 + -ENSG00000135503.12 ACVR1B chr12 51951667 51997078 + -ENSG00000206992.1 RNU6-574P chr12 51987657 51987763 + -ENSG00000161835.10 GRASP chr12 52006940 52015889 + -ENSG00000123358.19 NR4A1 chr12 52022832 52059507 + -ENSG00000259884.1 RP11-1100L3.8 chr12 52058459 52059503 - -ENSG00000123395.14 ATG101 chr12 52069246 52077494 + -ENSG00000257663.1 RP11-1100L3.7 chr12 52076841 52082084 - -ENSG00000257542.4 OR7E47P chr12 52079696 52108261 + -ENSG00000272724.1 OR7E47P chr12 52084744 52092285 + -ENSG00000257989.1 RP1-288H2.2 chr12 52092485 52104297 - -ENSG00000265009.1 AC078864.1 chr12 52110634 52110704 - -ENSG00000265804.1 AC078864.2 chr12 52113925 52114012 + -ENSG00000167767.13 KRT80 chr12 52168996 52192000 - -ENSG00000257137.5 C12orf80 chr12 52205584 52210855 - -ENSG00000258279.2 LINC00592 chr12 52210930 52223804 + -ENSG00000257649.1 METTL7AP1 chr12 52229093 52229588 - -ENSG00000135480.14 KRT7 chr12 52232520 52252186 + -ENSG00000281415.1 AC021066.1 chr12 52241481 52241613 - -ENSG00000257671.1 RP3-416H24.1 chr12 52245048 52247448 - -ENSG00000170442.11 KRT86 chr12 52249300 52309163 + -ENSG00000135477.11 KRT87P chr12 52250466 52258867 - -ENSG00000257830.1 RP11-845M18.7 chr12 52274647 52279156 - -ENSG00000205426.10 KRT81 chr12 52285913 52291534 - -ENSG00000257829.1 RP11-845M18.6 chr12 52306616 52308371 - -ENSG00000170523.3 KRT83 chr12 52314301 52321398 - -ENSG00000274928.4 KRT89P chr12 52341197 52353154 + -ENSG00000135443.8 KRT85 chr12 52360006 52367481 - -ENSG00000161849.3 KRT84 chr12 52377812 52385652 - -ENSG00000258253.1 RP3-416H24.4 chr12 52380460 52402407 + -ENSG00000161850.2 KRT82 chr12 52393931 52406355 - -ENSG00000257500.1 RP11-1020M18.10 chr12 52407580 52428494 + -ENSG00000257844.1 KRT90P chr12 52413960 52421876 - -ENSG00000170454.5 KRT75 chr12 52424070 52434525 - -ENSG00000185479.5 KRT6B chr12 52446651 52452126 - -ENSG00000280966.1 AC055736.2 chr12 52449492 52449620 + -ENSG00000170465.9 KRT6C chr12 52468516 52473785 - -ENSG00000281474.1 AC055736.4 chr12 52471155 52471283 + -ENSG00000205420.10 KRT6A chr12 52487174 52493257 - -ENSG00000281194.1 AC055736.3 chr12 52490592 52490720 + -ENSG00000186081.11 KRT5 chr12 52514575 52520687 - -ENSG00000280827.1 AC055736.1 chr12 52517613 52517741 + -ENSG00000139648.6 KRT71 chr12 52543909 52553147 - -ENSG00000170484.9 KRT74 chr12 52565782 52573825 - -ENSG00000170486.10 KRT72 chr12 52585589 52601538 - -ENSG00000257495.5 KRT73-AS1 chr12 52601467 52615305 + -ENSG00000186049.8 KRT73 chr12 52607570 52618559 - -ENSG00000258120.1 KRT128P chr12 52632866 52634456 - -ENSG00000172867.3 KRT2 chr12 52644558 52652164 - -ENSG00000167768.4 KRT1 chr12 52674736 52680407 - -ENSG00000189182.9 KRT77 chr12 52689626 52703463 - -ENSG00000257700.1 RP11-641A6.3 chr12 52692605 52696788 + -ENSG00000257402.1 KRT126P chr12 52715567 52719040 - -ENSG00000257616.1 RP11-641A6.5 chr12 52730425 52732865 + -ENSG00000258036.1 KRT125P chr12 52735266 52736142 - -ENSG00000257343.1 RP11-641A6.8 chr12 52746596 52748308 - -ENSG00000257675.1 BTBD10P1 chr12 52748776 52750127 + -ENSG00000257125.1 KRT127P chr12 52751978 52753821 - -ENSG00000258071.1 ARL2BPP2 chr12 52763405 52763893 + -ENSG00000185069.2 KRT76 chr12 52768155 52777345 - -ENSG00000257404.1 RP11-153F5.2 chr12 52782650 52782839 + -ENSG00000186442.7 KRT3 chr12 52789685 52796117 - -ENSG00000170477.12 KRT4 chr12 52806549 52814551 - -ENSG00000185640.5 KRT79 chr12 52821410 52834295 - -ENSG00000281110.1 AC107016.2 chr12 52824221 52824358 + -ENSG00000257389.1 RP11-153F5.3 chr12 52837403 52837739 + -ENSG00000170423.12 KRT78 chr12 52837804 52849092 - -ENSG00000241146.1 RPL7P41 chr12 52885429 52886385 + -ENSG00000170421.11 KRT8 chr12 52897187 52949954 - -ENSG00000278185.1 RP11-153F5.7 chr12 52946614 52947125 - -ENSG00000111057.10 KRT18 chr12 52948871 52952901 + -ENSG00000265039.1 AC107016.1 chr12 52951708 52951795 + -ENSG00000063046.17 EIF4B chr12 53006158 53042209 + -ENSG00000257475.2 RP11-983P16.2 chr12 53012104 53013921 + -ENSG00000257337.6 RP11-983P16.4 chr12 53014596 53054438 - -ENSG00000111077.17 TNS2 chr12 53046969 53064372 + -ENSG00000278108.1 MIR6757 chr12 53056944 53057012 + -ENSG00000167778.8 SPRYD3 chr12 53064316 53079420 - -ENSG00000167779.7 IGFBP6 chr12 53097436 53102345 + -ENSG00000167780.11 SOAT2 chr12 53103518 53124538 + -ENSG00000258074.1 VTI1BP3 chr12 53131350 53131985 + -ENSG00000238669.1 RNU6-333P chr12 53138545 53138651 - -ENSG00000258016.1 HIGD1AP1 chr12 53142053 53142327 + -ENSG00000257790.1 EIF4A1P4 chr12 53153272 53154484 + -ENSG00000139631.18 CSAD chr12 53157663 53180909 - -ENSG00000257808.1 RP11-1136G11.8 chr12 53159586 53161000 + -ENSG00000139651.10 ZNF740 chr12 53180700 53195141 + -ENSG00000139626.15 ITGB7 chr12 53191318 53207307 - -ENSG00000172819.16 RARG chr12 53210567 53232980 - -ENSG00000182544.8 MFSD5 chr12 53251251 53254405 + -ENSG00000135476.11 ESPL1 chr12 53268299 53293643 + -ENSG00000123349.13 PFDN5 chr12 53295291 53299450 + -ENSG00000257605.2 RP11-680A11.5 chr12 53298655 53300314 - -ENSG00000139637.13 C12orf10 chr12 53299686 53307177 + -ENSG00000094914.12 AAAS chr12 53307456 53324864 - -ENSG00000170374.5 SP7 chr12 53326575 53345315 - -ENSG00000185591.9 SP1 chr12 53380176 53416446 + -ENSG00000280756.1 Metazoa_SRP chr12 53408146 53408400 - -ENSG00000135409.10 AMHR2 chr12 53423855 53431534 + -ENSG00000205352.10 PRR13 chr12 53441605 53446645 + -ENSG00000257379.1 RP11-793H13.8 chr12 53441741 53467528 + -ENSG00000197111.15 PCBP2 chr12 53452102 53481162 + -ENSG00000273658.1 uc_338 chr12 53464720 53464901 + -ENSG00000139625.12 MAP3K12 chr12 53479669 53500063 - -ENSG00000270175.1 RP11-793H13.11 chr12 53500162 53500936 - -ENSG00000139546.10 TARBP2 chr12 53500921 53506431 + -ENSG00000267281.2 RP11-793H13.10 chr12 53506688 53625979 - -ENSG00000139574.8 NPFF chr12 53506690 53507638 - -ENSG00000170653.18 ATF7 chr12 53507856 53626410 - -ENSG00000257550.1 RP11-793H13.3 chr12 53513984 53517608 + -ENSG00000275488.1 RP11-793H13.12 chr12 53574632 53576103 + -ENSG00000135390.17 ATP5G2 chr12 53632726 53677408 - -ENSG00000213470.4 RP11-972K6.1 chr12 53632788 53633151 - -ENSG00000012822.15 CALCOCO1 chr12 53708517 53727745 - -ENSG00000260492.2 CISTR chr12 53750447 53757034 - -ENSG00000260030.1 RP11-686F15.2 chr12 53754358 53762104 + -ENSG00000253053.1 RN7SKP289 chr12 53816185 53816479 + -ENSG00000249641.2 HOXC13-AS chr12 53935328 53939643 - -ENSG00000123364.4 HOXC13 chr12 53938765 53946544 + -ENSG00000123407.3 HOXC12 chr12 53954834 53958956 + -ENSG00000228630.5 HOTAIR chr12 53962308 53974956 - -ENSG00000275589.1 HOTAIR_2 chr12 53963629 53963697 + -ENSG00000277994.1 HOTAIR_3 chr12 53965965 53966061 + -ENSG00000274817.1 HOTAIR_4 chr12 53968002 53968178 + -ENSG00000277129.1 HOTAIR_5 chr12 53968351 53968501 + -ENSG00000123388.4 HOXC11 chr12 53973126 53977643 + -ENSG00000251151.2 HOXC-AS3 chr12 53981509 53985519 - -ENSG00000180818.4 HOXC10 chr12 53985065 53990279 + -ENSG00000273049.1 RP11-834C11.12 chr12 53985845 54034888 + -ENSG00000197757.7 HOXC6 chr12 53990624 54030823 + -ENSG00000207924.2 MIR196A2 chr12 53991732 53991852 + -ENSG00000250133.2 HOXC-AS2 chr12 53993810 53996785 - -ENSG00000180806.4 HOXC9 chr12 53994895 54003337 + -ENSG00000250451.5 HOXC-AS1 chr12 53999022 54000010 - -ENSG00000037965.5 HOXC8 chr12 54009106 54012362 + -ENSG00000198353.7 HOXC4 chr12 54016931 54056030 + -ENSG00000273046.1 RP11-834C11.14 chr12 54017110 54035361 + -ENSG00000260597.1 AC012531.25 chr12 54019910 54022589 + -ENSG00000172789.3 HOXC5 chr12 54032853 54035358 + -ENSG00000207571.1 MIR615 chr12 54033950 54034045 + -ENSG00000248265.1 FLJ12825 chr12 54058254 54122234 + -ENSG00000250654.7 RP11-834C11.7 chr12 54076838 54081903 - -ENSG00000249388.1 RP11-834C11.6 chr12 54082118 54102693 + -ENSG00000250432.5 RP11-834C11.5 chr12 54085132 54125992 - -ENSG00000202146.1 Y_RNA chr12 54099191 54099302 - -ENSG00000250742.1 RP11-834C11.4 chr12 54126098 54132843 + -ENSG00000260470.1 RP11-834C11.11 chr12 54145069 54147225 - -ENSG00000257534.1 RP11-834C11.10 chr12 54162065 54164452 - -ENSG00000248576.1 RP11-834C11.8 chr12 54163139 54168595 + -ENSG00000123415.14 SMUG1 chr12 54164745 54188994 - -ENSG00000094916.13 CBX5 chr12 54230940 54280133 - -ENSG00000265371.1 MIR3198-2 chr12 54231397 54231476 - -ENSG00000241785.3 RN7SL390P chr12 54255627 54255910 - -ENSG00000257596.1 RP11-968A15.2 chr12 54262615 54279063 + -ENSG00000258344.1 RP11-968A15.8 chr12 54276631 54345083 + -ENSG00000135486.17 HNRNPA1 chr12 54280193 54287088 + -ENSG00000123405.13 NFE2 chr12 54292111 54301121 - -ENSG00000111481.9 COPZ1 chr12 54301202 54351849 + -ENSG00000207381.1 RNU6-950P chr12 54317781 54317887 - -ENSG00000199122.2 MIR148B chr12 54337208 54337316 + -ENSG00000264028.2 RN7SL744P chr12 54344610 54344876 + -ENSG00000258137.5 RP11-753H16.3 chr12 54353661 54497688 + -ENSG00000258086.1 RP11-753H16.5 chr12 54353792 54466985 + -ENSG00000139572.3 GPR84 chr12 54362445 54364487 - -ENSG00000161642.17 ZNF385A chr12 54369133 54391298 - -ENSG00000161638.10 ITGA5 chr12 54395261 54419460 - -ENSG00000257477.1 LINC01154 chr12 54428303 54429403 + -ENSG00000170627.9 GTSF1 chr12 54455950 54473602 - -ENSG00000123338.12 NCKAP1L chr12 54497711 54548238 + -ENSG00000257824.1 RP11-1049A21.2 chr12 54543111 54544105 - -ENSG00000123360.11 PDE1B chr12 54549350 54579239 + -ENSG00000135447.16 PPP1R1A chr12 54575387 54588659 - -ENSG00000257780.5 GLYCAM1 chr12 54608187 54610462 - -ENSG00000135413.8 LACRT chr12 54630811 54634895 - -ENSG00000161634.11 DCD chr12 54644591 54648493 - -ENSG00000257634.1 RP11-850F7.7 chr12 54682973 54687434 + -ENSG00000270858.1 VDAC1P5 chr12 54802746 54803589 - -ENSG00000172551.10 MUCL1 chr12 54830519 54858393 + -ENSG00000135426.14 TESPA1 chr12 54948018 54984746 - -ENSG00000257870.1 RP11-616L12.1 chr12 55009746 55014247 + -ENSG00000123307.3 NEUROD4 chr12 55019945 55030014 + -ENSG00000196534.4 OR9K1P chr12 55115533 55116473 + -ENSG00000257350.1 RP11-616L12.4 chr12 55122668 55124120 - -ENSG00000170605.5 OR9K2 chr12 55129681 55130802 + -ENSG00000224622.1 OR9R1P chr12 55158847 55159723 + -ENSG00000227423.2 OR10U1P chr12 55193882 55194786 - -ENSG00000179919.3 OR10A7 chr12 55221025 55221975 + -ENSG00000197706.3 OR6C74 chr12 55247198 55248302 + -ENSG00000213451.2 OR6C69P chr12 55262539 55263431 + -ENSG00000205331.5 OR6C72P chr12 55283750 55284641 + -ENSG00000188324.3 OR6C6 chr12 55294288 55295232 - -ENSG00000230307.1 OR6C5P chr12 55311835 55312757 + -ENSG00000205330.3 OR6C1 chr12 55320561 55321624 + -ENSG00000205329.1 OR6C3 chr12 55331701 55332636 + -ENSG00000257757.1 OR6C7P chr12 55342841 55343774 + -ENSG00000187857.3 OR6C75 chr12 55365111 55366049 + -ENSG00000203408.3 OR6C71P chr12 55376824 55377736 - -ENSG00000233606.1 OR6C66P chr12 55388445 55389374 + -ENSG00000257414.1 OR6C73P chr12 55396340 55396697 + -ENSG00000205328.2 OR6C65 chr12 55400430 55401505 + -ENSG00000179899.8 PHC1P1 chr12 55411727 55414787 - -ENSG00000185821.3 OR6C76 chr12 55426254 55427192 + -ENSG00000258763.5 RP11-110A12.2 chr12 55434734 55585471 - -ENSG00000179695.1 OR6C2 chr12 55452214 55453152 + -ENSG00000184954.4 OR6C70 chr12 55469200 55470138 - -ENSG00000205327.3 OR6C68 chr12 55492378 55493316 + -ENSG00000234670.1 OR6C64P chr12 55522593 55523417 + -ENSG00000179626.3 OR6C4 chr12 55551199 55552244 + -ENSG00000179615.1 OR2AP1 chr12 55574415 55575344 + -ENSG00000272937.1 OR6U2P chr12 55611623 55612554 + -ENSG00000175398.2 OR10P1 chr12 55636860 55637854 + -ENSG00000258921.1 RP11-644F5.16 chr12 55638912 55659795 - -ENSG00000272837.1 OR10AE3P chr12 55646195 55646663 - -ENSG00000258907.2 RP11-644F5.15 chr12 55654558 55655168 - -ENSG00000270458.1 RP11-644F5.17 chr12 55662337 55662501 - -ENSG00000170439.6 METTL7B chr12 55681546 55684611 + -ENSG00000135424.15 ITGA7 chr12 55684568 55716043 - -ENSG00000258311.5 RP11-644F5.10 chr12 55716036 55724703 + -ENSG00000135441.7 BLOC1S1 chr12 55716037 55720087 + -ENSG00000135437.9 RDH5 chr12 55720367 55724705 + -ENSG00000135404.11 CD63 chr12 55725323 55729707 - -ENSG00000258056.2 RP11-644F5.11 chr12 55729104 55730852 + -ENSG00000258045.2 Metazoa_SRP chr12 55731264 55731531 - -ENSG00000257384.1 RP11-644F5.12 chr12 55732366 55732648 - -ENSG00000135414.9 GDF11 chr12 55743280 55757278 + -ENSG00000205323.8 SARNP chr12 55752463 55817756 - -ENSG00000257390.5 RP11-762I7.5 chr12 55757275 55827546 - -ENSG00000257509.1 RP11-762I7.4 chr12 55761550 55762628 - -ENSG00000123353.9 ORMDL2 chr12 55817919 55821879 + -ENSG00000135392.15 DNAJC14 chr12 55820960 55830824 - -ENSG00000182796.12 TMEM198B chr12 55829745 55836246 + -ENSG00000123342.15 MMP19 chr12 55835433 55842966 - -ENSG00000257966.1 OLA1P3 chr12 55870048 55872602 - -ENSG00000265119.2 RN7SL676P chr12 55870941 55871219 - -ENSG00000207339.1 RNU1-69P chr12 55874678 55874841 + -ENSG00000257569.1 GSTP1P1 chr12 55900300 55900618 + -ENSG00000170473.16 WIBG chr12 55901413 55932618 - -ENSG00000065357.19 DGKA chr12 55927319 55954027 + -ENSG00000273973.1 RP11-973D8.5 chr12 55929170 55929729 + -ENSG00000185664.14 PMEL chr12 55954105 55973317 - -ENSG00000123374.10 CDK2 chr12 55966769 55972784 + -ENSG00000258554.1 RP11-973D8.4 chr12 55966838 55967474 - -ENSG00000111540.15 RAB5B chr12 55973913 55996683 + -ENSG00000237493.3 RP11-603J24.7 chr12 55980432 55981035 - -ENSG00000139531.12 SUOX chr12 55997180 56006641 + -ENSG00000123411.14 IKZF4 chr12 56007659 56038435 + -ENSG00000273890.1 RP11-603J24.21 chr12 56010091 56010574 - -ENSG00000257449.1 RP11-603J24.4 chr12 56029649 56041806 - -ENSG00000197728.9 RPS26 chr12 56041853 56044675 + -ENSG00000065361.14 ERBB3 chr12 56079857 56103505 + -ENSG00000257411.1 RP11-603J24.9 chr12 56101331 56109289 + -ENSG00000170515.13 PA2G4 chr12 56104319 56113907 + -ENSG00000257553.1 RP11-603J24.17 chr12 56104614 56113905 - -ENSG00000229117.8 RPL41 chr12 56116586 56117943 + -ENSG00000135482.6 ZC3H10 chr12 56118159 56127514 + -ENSG00000139641.12 ESYT1 chr12 56118250 56144671 + -ENSG00000258345.1 RP11-603J24.6 chr12 56118968 56119939 - -ENSG00000258317.1 RP11-603J24.5 chr12 56120033 56129619 - -ENSG00000257809.1 RP11-603J24.14 chr12 56150796 56158220 - -ENSG00000196465.10 MYL6B chr12 56152256 56159647 + -ENSG00000092841.18 MYL6 chr12 56158161 56163496 + -ENSG00000258199.1 RP11-977G19.5 chr12 56162359 56190284 - -ENSG00000139613.11 SMARCC2 chr12 56162983 56189567 - -ENSG00000181852.17 RNF41 chr12 56202175 56221933 - -ENSG00000139579.12 NABP2 chr12 56222015 56229854 + -ENSG00000139540.11 SLC39A5 chr12 56230049 56237846 + -ENSG00000139645.9 ANKRD52 chr12 56237807 56258391 - -ENSG00000135469.13 COQ10A chr12 56266858 56270966 + -ENSG00000258260.1 RP11-977G19.14 chr12 56267793 56270104 - -ENSG00000062485.18 CS chr12 56271699 56300392 - -ENSG00000144785.8 RP11-977G19.10 chr12 56285916 56316059 - -ENSG00000257303.1 RP11-977G19.11 chr12 56300142 56314808 + -ENSG00000257740.1 RP11-977G19.12 chr12 56308868 56309449 + -ENSG00000257727.5 CNPY2 chr12 56309842 56316336 - -ENSG00000135473.14 PAN2 chr12 56316223 56334053 - -ENSG00000110944.8 IL23A chr12 56334174 56340410 + -ENSG00000170581.13 STAT2 chr12 56341597 56360155 - -ENSG00000252206.1 RNU7-40P chr12 56352387 56352450 - -ENSG00000175336.9 APOF chr12 56360569 56362823 - -ENSG00000274823.1 RP11-348M3.6 chr12 56376818 56377331 - -ENSG00000259099.2 RP11-348M3.2 chr12 56380361 56382711 - -ENSG00000276272.1 RP11-121C6.5 chr12 56411944 56413190 - -ENSG00000274569.1 RP11-121C6.4 chr12 56413647 56414045 - -ENSG00000111602.11 TIMELESS chr12 56416373 56449403 - -ENSG00000135517.6 MIP chr12 56449502 56469166 - -ENSG00000176422.12 SPRYD4 chr12 56468567 56479707 + -ENSG00000135423.12 GLS2 chr12 56470944 56488414 - -ENSG00000257576.1 RP11-153M3.1 chr12 56511002 56512703 + -ENSG00000076067.11 RBMS2 chr12 56521929 56596196 + -ENSG00000201579.1 RNU6-343P chr12 56588518 56588621 + -ENSG00000076108.11 BAZ2A chr12 56595596 56636816 - -ENSG00000110955.8 ATP5B chr12 56638175 56646068 - -ENSG00000207031.1 SNORD59A chr12 56645027 56645101 - -ENSG00000110958.15 PTGES3 chr12 56663341 56688408 - -ENSG00000241217.3 RN7SL809P chr12 56670450 56670746 - -ENSG00000196531.10 NACA chr12 56712428 56731628 - -ENSG00000198056.13 PRIM1 chr12 56731596 56752373 - -ENSG00000025423.11 HSD17B6 chr12 56752161 56787790 + -ENSG00000258679.1 RP11-74M13.4 chr12 56822985 56874268 + -ENSG00000273536.1 RP11-74M13.6 chr12 56840973 56841273 - -ENSG00000258816.1 RP11-74M13.3 chr12 56855694 56855886 + -ENSG00000212383.1 SNORA48 chr12 56861375 56861508 + -ENSG00000170426.1 SDR9C7 chr12 56923154 56934405 - -ENSG00000278400.1 RP11-474N8.9 chr12 56941174 56941482 - -ENSG00000139547.7 RDH16 chr12 56951431 56959374 - -ENSG00000278399.1 RP11-74M13.5 chr12 56981211 56985960 - -ENSG00000166856.2 GPR182 chr12 56994446 56998441 + -ENSG00000166860.2 ZBTB39 chr12 56998834 57006446 - -ENSG00000166863.11 TAC3 chr12 57010000 57028883 - -ENSG00000166866.12 MYO1A chr12 57028517 57051198 - -ENSG00000166881.9 NEMP1 chr12 57055643 57088063 - -ENSG00000166886.12 NAB2 chr12 57088894 57095476 + -ENSG00000166888.10 STAT6 chr12 57095408 57132139 - -ENSG00000123384.13 LRP1 chr12 57128493 57213351 + -ENSG00000259125.1 LRP1-AS chr12 57144620 57147619 - -ENSG00000221365.1 MIR1228 chr12 57194504 57194576 + -ENSG00000182379.9 NXPH4 chr12 57216795 57226449 + -ENSG00000182199.10 SHMT2 chr12 57229327 57234935 + -ENSG00000276727.1 RP11-123K3.9 chr12 57229498 57230198 - -ENSG00000185633.10 NDUFA4L2 chr12 57234903 57240715 - -ENSG00000185482.7 STAC3 chr12 57243453 57251193 - -ENSG00000258830.1 RP11-123K3.4 chr12 57249609 57296484 - -ENSG00000179912.19 R3HDM2 chr12 57253762 57431005 - -ENSG00000201198.1 RNU6-879P chr12 57415296 57415403 + -ENSG00000258001.1 RP11-756H6.1 chr12 57431116 57433935 + -ENSG00000175189.3 INHBC chr12 57434760 57450828 + -ENSG00000139269.2 INHBE chr12 57452323 57459280 + -ENSG00000111087.9 GLI1 chr12 57460135 57472262 + -ENSG00000123329.17 ARHGAP9 chr12 57472255 57488814 - -ENSG00000166986.12 MARS chr12 57475445 57517569 + -ENSG00000275657.1 MIR6758 chr12 57512688 57512750 + -ENSG00000175197.10 DDIT3 chr12 57516588 57520517 - -ENSG00000208028.1 MIR616 chr12 57519163 57519259 - -ENSG00000166987.14 MBD6 chr12 57520710 57530148 + -ENSG00000175203.15 DCTN2 chr12 57530102 57547331 - -ENSG00000155980.11 KIF5A chr12 57549998 57586632 + -ENSG00000166908.17 PIP4K2C chr12 57591174 57603418 + -ENSG00000178498.15 DTX3 chr12 57604622 57609804 + -ENSG00000240771.6 ARHGEF25 chr12 57610180 57619379 + -ENSG00000224713.4 AC025165.8 chr12 57612118 57619638 - -ENSG00000135502.16 SLC26A10 chr12 57619527 57626151 + -ENSG00000135454.13 B4GALNT1 chr12 57623410 57633355 - -ENSG00000242990.2 RPL13AP23 chr12 57674665 57675250 + -ENSG00000135506.15 OS9 chr12 57693955 57721557 + -ENSG00000257342.1 RP11-571M6.7 chr12 57694132 57721510 - -ENSG00000135439.11 AGAP2 chr12 57723761 57742157 - -ENSG00000255737.2 AGAP2-AS1 chr12 57726271 57728356 + -ENSG00000135452.9 TSPAN31 chr12 57738013 57750211 + -ENSG00000135446.16 CDK4 chr12 57747727 57756013 - -ENSG00000139266.5 MARCH9 chr12 57755098 57760407 + -ENSG00000111012.9 CYP27B1 chr12 57762334 57768986 - -ENSG00000037897.16 METTL1 chr12 57768471 57772793 - -ENSG00000123427.15 METTL21B chr12 57771492 57782798 + -ENSG00000257921.5 RP11-571M6.15 chr12 57773028 57787046 + -ENSG00000123297.16 TSFM chr12 57782589 57808071 + -ENSG00000135407.10 AVIL chr12 57797376 57818704 - -ENSG00000270039.1 RP11-571M6.17 chr12 57803838 57804415 + -ENSG00000206749.1 RNU6-1083P chr12 57806154 57806260 - -ENSG00000269903.1 RP11-571M6.18 chr12 57814494 57814926 + -ENSG00000175215.9 CTDSP2 chr12 57819927 57846739 - -ENSG00000207789.1 MIR26A2 chr12 57824609 57824692 - -ENSG00000257953.1 RP11-620J15.1 chr12 57837092 57842745 + -ENSG00000245651.2 RP11-620J15.2 chr12 57869835 57896482 - -ENSG00000273805.1 RP11-620J15.4 chr12 57894232 57896846 + -ENSG00000257698.1 RP11-620J15.3 chr12 57931528 57936175 - -ENSG00000166896.7 XRCC6BP1 chr12 57941541 57957269 + -ENSG00000257159.1 RP11-58A17.3 chr12 57967058 57968399 + -ENSG00000222210.1 RN7SKP65 chr12 57977965 57978277 - -ENSG00000257668.1 RP11-58A17.2 chr12 57983795 57984761 - -ENSG00000257541.1 RP11-58A17.4 chr12 58087892 58093362 + -ENSG00000279134.1 RP11-489P6.1 chr12 58094914 58098013 - -ENSG00000279411.1 RP11-489P6.2 chr12 58103907 58105935 + -ENSG00000241423.2 RPL21P103 chr12 58244378 58244865 + -ENSG00000258133.1 RP11-340M11.1 chr12 58394596 58395138 + -ENSG00000258231.5 RP11-362K2.2 chr12 58544124 58813060 + -ENSG00000257259.1 RP11-767I20.1 chr12 58565960 58781747 - -ENSG00000139263.11 LRIG3 chr12 58872149 58920522 - -ENSG00000257443.1 RP11-150C16.1 chr12 58920639 59064238 + -ENSG00000244390.2 RPS6P22 chr12 59020169 59020894 + -ENSG00000257288.1 RP11-557F20.2 chr12 59052980 59054184 - -ENSG00000258214.1 RP11-272B17.1 chr12 59366218 59411171 - -ENSG00000212599.1 RNU6-279P chr12 59369051 59369151 - -ENSG00000251931.1 RNU6-871P chr12 59450673 59450772 - -ENSG00000257230.1 RP11-272B17.2 chr12 59523278 59524184 - -ENSG00000266724.1 AC108721.2 chr12 59528059 59528141 - -ENSG00000265430.1 AC108721.1 chr12 59528177 59528268 - -ENSG00000202471.1 RNU4-20P chr12 59586793 59586943 - -ENSG00000118596.11 SLC16A7 chr12 59596067 59789855 + -ENSG00000257146.1 RP11-813P10.1 chr12 59719698 59719944 - -ENSG00000237176.4 RP11-813P10.2 chr12 59812102 59812576 + -ENSG00000280886.1 AC091517.1 chr12 60026771 60026857 - -ENSG00000257294.2 RP11-316A16.1 chr12 60092864 60096071 + -ENSG00000258184.1 RP11-335M9.1 chr12 60215994 60216384 + -ENSG00000252607.1 Y_RNA chr12 60341824 60341941 - -ENSG00000251822.1 SNORA19 chr12 60363822 60363935 + -ENSG00000257865.1 RP11-154D9.1 chr12 60418983 60419293 + -ENSG00000257308.1 RP11-471N19.1 chr12 61231159 61232937 - -ENSG00000258336.1 RP11-410B16.1 chr12 61600450 61600843 - -ENSG00000198673.10 FAM19A2 chr12 61708259 62279150 - -ENSG00000242922.2 RPL21P104 chr12 61775923 61776400 + -ENSG00000257528.1 KRT8P19 chr12 61879318 61880772 + -ENSG00000213363.4 RPS3P6 chr12 62021570 62022174 - -ENSG00000257880.1 RP11-769N19.2 chr12 62139999 62145643 - -ENSG00000258316.1 KLF17P1 chr12 62234390 62235515 - -ENSG00000135655.13 USP15 chr12 62260338 62417431 + -ENSG00000276811.1 MIR6125 chr12 62260359 62260454 + -ENSG00000200814.1 RNU6-595P chr12 62334091 62334197 - -ENSG00000275881.1 Metazoa_SRP chr12 62393607 62393880 - -ENSG00000061987.14 MON2 chr12 62466817 62600479 + -ENSG00000257568.1 RP11-863H1.1 chr12 62482349 62484932 - -ENSG00000202034.1 RNU6-399P chr12 62545582 62545679 - -ENSG00000221949.5 LINC01465 chr12 62601751 62603690 - -ENSG00000257354.2 RP11-631N16.2 chr12 62602752 62622213 + -ENSG00000199179.2 MIRLET7I chr12 62603671 62603778 + -ENSG00000275180.1 RP11-631N16.4 chr12 62603909 62604399 + -ENSG00000111110.11 PPM1H chr12 62643982 62935037 - -ENSG00000241941.2 RPL32P26 chr12 62658823 62659225 + -ENSG00000213352.3 GAPDHP44 chr12 62755227 62756233 + -ENSG00000200296.1 RNU1-83P chr12 62850738 62850901 - -ENSG00000275729.1 AC078814.1 chr12 62934507 62934607 - -ENSG00000252660.1 Y_RNA chr12 62935701 62935802 + -ENSG00000139239.7 RPL14P1 chr12 62965325 62965969 + -ENSG00000257779.1 RP11-848D3.4 chr12 63002469 63002795 + -ENSG00000250517.2 LDHAL6CP chr12 63003553 63006902 + -ENSG00000257235.1 RP11-848D3.5 chr12 63004338 63006541 - -ENSG00000257664.1 RSL24D1P5 chr12 63055275 63055765 - -ENSG00000276315.1 AC135584.1 chr12 63120335 63120416 + -ENSG00000166148.3 AVPR1A chr12 63142759 63150942 - -ENSG00000279444.1 RP11-715H19.2 chr12 63151065 63154006 + -ENSG00000257332.1 HNRNPA1P69 chr12 63271404 63272336 + -ENSG00000258117.2 RP11-1022B3.1 chr12 63292625 63360037 - -ENSG00000177990.11 DPY19L2 chr12 63558913 63668939 - -ENSG00000249753.2 RP11-415I12.3 chr12 63623788 63795718 - -ENSG00000257005.1 RP11-972L6.2 chr12 63651627 63651930 + -ENSG00000255583.2 RP11-415I12.2 chr12 63682523 63724935 - -ENSG00000240027.2 RP11-415I12.1 chr12 63760358 63760612 - -ENSG00000118600.11 TMEM5 chr12 63779803 63809558 + -ENSG00000255850.1 TMEM5-AS1 chr12 63808845 63822156 - -ENSG00000255642.1 PABPC1P4 chr12 63822021 63823895 + -ENSG00000275027.1 AC084357.1 chr12 63824238 63824294 + -ENSG00000281594.1 AC084357.2 chr12 63830754 63830823 - -ENSG00000196935.8 SRGAP1 chr12 63844293 64162221 + -ENSG00000242087.2 RPL36AP41 chr12 63871739 63872044 - -ENSG00000256571.1 RP11-274J7.2 chr12 63878787 63879474 + -ENSG00000256399.1 RP11-274J7.3 chr12 63887379 63888598 - -ENSG00000255780.1 RP11-1029F8.1 chr12 64032412 64032665 + -ENSG00000255886.1 RP11-196H14.2 chr12 64038562 64097618 - -ENSG00000255817.1 RP11-196H14.4 chr12 64108763 64120489 - -ENSG00000255629.1 RP11-196H14.3 chr12 64146388 64147857 - -ENSG00000174206.12 C12orf66 chr12 64186316 64222296 - -ENSG00000212298.1 RNU6-1009P chr12 64204793 64204899 + -ENSG00000243024.6 RPS11P6 chr12 64222337 64397065 + -ENSG00000251788.1 RNU5A-7P chr12 64228560 64228675 - -ENSG00000185306.12 C12orf56 chr12 64264762 64391192 - -ENSG00000256192.1 RP11-290I21.2 chr12 64266413 64266766 + -ENSG00000256293.2 RP11-114F3.2 chr12 64338178 64338797 - -ENSG00000238440.1 snoU13 chr12 64355762 64355865 - -ENSG00000184575.11 XPOT chr12 64404350 64451127 + -ENSG00000255566.1 RP11-114F3.5 chr12 64442510 64443330 - -ENSG00000277895.1 RP11-114F3.4 chr12 64451591 64452901 - -ENSG00000183735.9 TBK1 chr12 64451880 64502108 + -ENSG00000256199.1 RP11-439H13.2 chr12 64507166 64533638 - -ENSG00000223294.1 SNORD83 chr12 64575665 64575741 + -ENSG00000256670.1 RP11-338E21.1 chr12 64599078 64609459 - -ENSG00000153179.11 RASSF3 chr12 64610513 64697567 + -ENSG00000207546.1 MIR548C chr12 64622509 64622605 + -ENSG00000225195.2 RP11-338E21.2 chr12 64628344 64629976 + -ENSG00000256314.1 RP11-338E21.3 chr12 64654060 64655019 - -ENSG00000280320.1 RP11-629N8.5 chr12 64696191 64696550 - -ENSG00000280181.1 RP11-629N8.4 chr12 64709458 64710513 + -ENSG00000135677.10 GNS chr12 64713445 64759447 - -ENSG00000215159.3 RP11-629N8.3 chr12 64759521 64779318 + -ENSG00000111490.12 TBC1D30 chr12 64781193 64881032 + -ENSG00000243020.1 RPL7P39 chr12 64867956 64868699 - -ENSG00000255693.1 RP11-766N7.3 chr12 64883394 64977522 + -ENSG00000248995.2 RP11-766N7.4 chr12 64920845 64982524 - -ENSG00000221564.1 RNU6ATAC42P chr12 64939023 64939117 + -ENSG00000198671.3 RP11-168J19.2 chr12 65017468 65054124 + -ENSG00000156076.9 WIF1 chr12 65050626 65121566 - -ENSG00000207099.1 RNU6-166P chr12 65095749 65095855 + -ENSG00000255700.2 APOOP3 chr12 65134688 65135273 + -ENSG00000174106.2 LEMD3 chr12 65169571 65248327 + -ENSG00000276853.1 RP11-305O6.4 chr12 65171262 65171917 + -ENSG00000174099.10 MSRB3 chr12 65278643 65488244 + -ENSG00000250280.2 RP11-305O6.3 chr12 65281657 65286728 + -ENSG00000215208.3 KRT18P60 chr12 65418731 65420027 - -ENSG00000250748.6 RP11-230G5.2 chr12 65466820 65642372 - -ENSG00000255866.1 RP11-221N13.2 chr12 65559591 65560889 + -ENSG00000256268.1 RP11-221N13.3 chr12 65602869 65612997 + -ENSG00000256915.1 RP11-221N13.4 chr12 65644334 65663299 + -ENSG00000213344.2 PCNPP3 chr12 65645992 65646462 - -ENSG00000241749.4 RPSAP52 chr12 65758020 65826997 - -ENSG00000149948.13 HMGA2 chr12 65824131 65966295 + -ENSG00000277945.1 RP11-677M24.1 chr12 65830750 65831050 + -ENSG00000197301.7 RP11-366L20.2 chr12 65851340 65882167 - -ENSG00000211577.1 AC090673.1 chr12 65858013 65858132 + -ENSG00000256083.1 RP11-366L20.3 chr12 65934777 65948479 - -ENSG00000276878.1 MIR6074 chr12 66023620 66023726 - -ENSG00000256259.1 RP11-366L20.4 chr12 66027725 66031066 - -ENSG00000213343.5 RPL21P18 chr12 66037235 66037714 + -ENSG00000251857.1 RNA5SP362 chr12 66066221 66066338 + -ENSG00000221807.3 AC078927.1 chr12 66091174 66091257 - -ENSG00000139233.6 LLPH chr12 66116555 66130768 - -ENSG00000228144.2 RP11-745O10.4 chr12 66123917 66169985 - -ENSG00000239335.4 LLPH-AS1 chr12 66130751 66134449 + -ENSG00000155957.16 TMBIM4 chr12 66135846 66170072 - -ENSG00000282031.1 TMBIM4 chr12 66137960 66169896 - -ENSG00000090376.8 IRAK3 chr12 66188879 66254622 + -ENSG00000225422.4 RBMS1P1 chr12 66234079 66235234 - -ENSG00000266539.1 AC078889.1 chr12 66235556 66235622 - -ENSG00000275058.1 MIR6502 chr12 66251082 66251157 + -ENSG00000256072.1 RP11-335I12.2 chr12 66251745 66257434 - -ENSG00000256777.1 PDCL3P7 chr12 66275940 66276651 - -ENSG00000222744.1 RN7SKP166 chr12 66292683 66292987 + -ENSG00000127311.9 HELB chr12 66302545 66347645 + -ENSG00000155974.11 GRIP1 chr12 66347431 66804186 - -ENSG00000256285.1 OSBPL9P5 chr12 66563524 66563694 + -ENSG00000256420.1 OSBPL9P4 chr12 66563967 66569194 - -ENSG00000256248.1 RP11-123O10.4 chr12 66891876 67069162 - -ENSG00000257083.5 RP11-123O10.3 chr12 67035508 67096406 - -ENSG00000279310.1 RP11-123O10.1 chr12 67065018 67065278 - -ENSG00000255976.1 RAB11AP2 chr12 67131567 67132205 - -ENSG00000237766.2 GGTA2P chr12 67265842 67266966 - -ENSG00000111530.12 CAND1 chr12 67269281 67319951 + -ENSG00000256037.1 MRPL40P1 chr12 67351436 67352039 + -ENSG00000256355.1 NTAN1P3 chr12 67424272 67424986 - -ENSG00000256172.1 RP11-473M14.3 chr12 67440998 67442559 - -ENSG00000203585.3 RP11-542B15.1 chr12 67519829 67567126 + -ENSG00000256077.5 RP11-335O4.1 chr12 67571197 67589987 - -ENSG00000127334.10 DYRK2 chr12 67648338 67665406 + -ENSG00000235872.2 RP11-335O4.3 chr12 67658991 67670919 - -ENSG00000255970.1 RP11-43N5.1 chr12 67709047 67729475 - -ENSG00000279505.1 RP11-43N5.2 chr12 67753701 67753817 + -ENSG00000255772.5 LINC01479 chr12 67929235 67970017 + -ENSG00000256835.1 GS1-410F4.5 chr12 67978107 67978387 - -ENSG00000255733.5 IFNG-AS1 chr12 67989445 68234686 + -ENSG00000244432.2 RPL39P28 chr12 68001394 68001548 - -ENSG00000236946.2 HNRNPA1P70 chr12 68035767 68036853 + -ENSG00000256708.1 RP11-444B24.2 chr12 68143318 68143690 + -ENSG00000111537.4 IFNG chr12 68154768 68159747 - -ENSG00000111536.4 IL26 chr12 68201351 68225821 - -ENSG00000127318.10 IL22 chr12 68248242 68253607 - -ENSG00000111554.14 MDM1 chr12 68272443 68332381 - -ENSG00000251301.6 RP11-81H14.2 chr12 68332888 68451663 - -ENSG00000256273.1 RP11-71J4.2 chr12 68344664 68349959 + -ENSG00000273824.1 RP11-81H14.1 chr12 68426331 68427737 - -ENSG00000256075.1 RP11-81H14.3 chr12 68473741 68474902 + -ENSG00000256917.1 RP11-81H14.4 chr12 68487687 68487863 + -ENSG00000240087.3 RP11-254B13.1 chr12 68552995 68553882 - -ENSG00000274459.1 Metazoa_SRP chr12 68575858 68576136 - -ENSG00000127314.17 RAP1B chr12 68610839 68671901 + -ENSG00000234040.3 RP11-254B13.4 chr12 68626870 68627187 - -ENSG00000206650.1 SNORA70G chr12 68627234 68627375 - -ENSG00000234925.2 ATP5HP4 chr12 68642519 68642993 - -ENSG00000247363.2 RP11-637A17.2 chr12 68674371 68687755 - -ENSG00000241825.2 RPL7P42 chr12 68684595 68686308 + -ENSG00000111581.9 NUP107 chr12 68686734 68745809 + -ENSG00000233560.2 KRT8P39 chr12 68705634 68707066 + -ENSG00000175782.9 SLC35E3 chr12 68746106 68793964 + -ENSG00000256678.1 RP11-611O2.2 chr12 68805011 68805479 - -ENSG00000135679.21 MDM2 chr12 68808172 68850686 + -ENSG00000256325.1 RP11-611O2.1 chr12 68828118 68828553 + -ENSG00000257181.1 RP11-611O2.5 chr12 68841288 68843237 - -ENSG00000256664.1 RP11-611O2.3 chr12 68841946 68842384 + -ENSG00000135678.11 CPM chr12 68842197 68971570 - -ENSG00000252770.1 RNU7-4P chr12 68911921 68911982 + -ENSG00000257289.1 RP11-611O2.6 chr12 68913804 68914022 + -ENSG00000280493.1 AC133749.1 chr12 68956406 68956486 - -ENSG00000257336.1 PRELID2P1 chr12 68957377 68957677 - -ENSG00000258140.1 RP11-324P9.1 chr12 69212123 69224242 + -ENSG00000111605.16 CPSF6 chr12 69239537 69274358 + -ENSG00000257818.1 C1GALT1P1 chr12 69284397 69285485 + -ENSG00000274979.1 RP11-1143G9.5 chr12 69326574 69331882 - -ENSG00000090382.6 LYZ chr12 69348341 69354234 + -ENSG00000257764.2 RP11-1143G9.4 chr12 69353493 69354225 - -ENSG00000127337.6 YEATS4 chr12 69359703 69390796 + -ENSG00000266185.2 RN7SL804P chr12 69400903 69401200 + -ENSG00000241765.2 RP11-159A18.1 chr12 69422656 69422995 + -ENSG00000257507.1 RP11-956E11.1 chr12 69449470 69460724 + -ENSG00000166225.8 FRS2 chr12 69470349 69579789 + -ENSG00000264405.1 MIR3913-2 chr12 69584722 69584823 - -ENSG00000166226.12 CCT2 chr12 69585334 69601570 + -ENSG00000198812.4 LRRC10 chr12 69608564 69611162 - -ENSG00000127325.18 BEST3 chr12 69643360 69699476 - -ENSG00000279551.1 RP11-588G21.1 chr12 69660034 69661429 - -ENSG00000247131.5 RP11-588G21.2 chr12 69713633 69738568 - -ENSG00000127328.21 RAB3IP chr12 69738681 69823204 + -ENSG00000258052.1 AC025263.3 chr12 69801669 69855363 + -ENSG00000166268.10 MYRFL chr12 69825304 69959097 + -ENSG00000257815.5 LINC01481 chr12 69904033 70243360 - -ENSG00000257241.1 RP11-611E13.3 chr12 69946543 69947081 - -ENSG00000257139.1 RP11-320P7.2 chr12 70180338 70202004 + -ENSG00000257613.1 LINC01481 chr12 70219132 70221862 - -ENSG00000111596.11 CNOT2 chr12 70242994 70354993 + -ENSG00000279530.1 AC092881.1 chr12 70321677 70324274 - -ENSG00000135643.4 KCNMB4 chr12 70366276 70434292 + -ENSG00000222405.1 RNU4-65P chr12 70443784 70443923 - -ENSG00000268721.1 RP11-588H23.5 chr12 70446460 70447585 - -ENSG00000258168.5 RP11-588H23.3 chr12 70468080 70543040 + -ENSG00000127329.14 PTPRB chr12 70515866 70637440 - -ENSG00000277247.1 RP11-785D18.3 chr12 70570969 70571440 + -ENSG00000153233.12 PTPRR chr12 70638073 70920843 - -ENSG00000257302.1 FAHD2P1 chr12 70671918 70672856 + -ENSG00000207387.1 Y_RNA chr12 70906917 70907018 + -ENSG00000257265.1 CTD-2021H9.1 chr12 71007773 71032083 - -ENSG00000257454.1 CTD-2021H9.2 chr12 71034122 71104526 - -ENSG00000258053.1 CTD-2021H9.3 chr12 71047402 71118247 - -ENSG00000127324.8 TSPAN8 chr12 71125085 71441898 - -ENSG00000139292.12 LGR5 chr12 71439770 71586310 + -ENSG00000277223.1 RP11-578B16.1 chr12 71448405 71448850 + -ENSG00000257761.1 RP11-186F10.2 chr12 71582293 71583852 - -ENSG00000133858.15 ZFC3H1 chr12 71609472 71667725 - -ENSG00000212461.1 SNORA17 chr12 71639355 71639483 + -ENSG00000173451.6 THAP2 chr12 71663009 71680639 + -ENSG00000258064.1 RP11-293I14.2 chr12 71674204 71698968 + -ENSG00000139291.13 TMEM19 chr12 71686087 71705046 + -ENSG00000257515.1 RP11-498M15.1 chr12 71709171 71710374 - -ENSG00000080371.5 RAB21 chr12 71754874 71800285 + -ENSG00000257410.1 RP11-2H8.2 chr12 71793855 71799627 - -ENSG00000257991.1 RP11-2H8.3 chr12 71835034 71835396 - -ENSG00000121749.15 TBC1D15 chr12 71839707 71927248 + -ENSG00000257802.1 RP11-2H8.4 chr12 71849228 71850428 - -ENSG00000139287.12 TPH2 chr12 71938846 72186618 + -ENSG00000258115.1 RP11-89M22.3 chr12 72046149 72057377 - -ENSG00000072657.8 TRHDE chr12 72087266 72670757 + -ENSG00000236333.3 TRHDE-AS1 chr12 72253508 72274907 - -ENSG00000257287.1 RP11-98E6.1 chr12 72431722 72432075 - -ENSG00000257723.1 CHCHD3P2 chr12 72610678 72611316 + -ENSG00000258235.1 RP11-12K6.2 chr12 72727923 72728844 - -ENSG00000216084.1 AC131213.1 chr12 72790451 72790645 - -ENSG00000258294.5 RP11-314D7.1 chr12 73115957 73143858 - -ENSG00000258123.1 RP11-314D7.2 chr12 73159190 73208317 + -ENSG00000257682.1 RP11-314D7.3 chr12 73203815 73206835 - -ENSG00000243164.1 RP11-166B14.1 chr12 73648666 73649039 + -ENSG00000252415.1 RNU6-1012P chr12 73679188 73679296 - -ENSG00000257750.1 RP11-295G12.1 chr12 73760689 73798727 + -ENSG00000201809.1 U8 chr12 73764279 73764413 - -ENSG00000276652.1 AC136188.1 chr12 73881987 73882073 + -ENSG00000257587.1 RP11-711C17.1 chr12 73906940 73919337 + -ENSG00000264155.1 AC090015.1 chr12 74017775 74017856 - -ENSG00000258332.1 RP11-711C17.2 chr12 74039086 74045828 + -ENSG00000251138.6 RP11-81H3.2 chr12 74133166 74402535 - -ENSG00000258320.1 RP11-274M17.1 chr12 74170445 74171830 + -ENSG00000257183.1 RP11-274M17.3 chr12 74248637 74283669 - -ENSG00000257113.1 RP11-274M17.2 chr12 74274952 74275231 + -ENSG00000257364.1 VENTXP3 chr12 74292324 74293096 + -ENSG00000253719.3 ATXN7L3B chr12 74537827 74545430 + -ENSG00000257386.1 RP11-56G10.2 chr12 74538145 74538633 - -ENSG00000257323.1 RP11-361A23.1 chr12 74656561 74656860 + -ENSG00000188646.6 RP11-361A23.2 chr12 74663774 74664141 - -ENSG00000257998.1 RP11-361A23.3 chr12 74728038 74728851 - -ENSG00000257434.1 RP11-81K13.1 chr12 75020969 75044793 + -ENSG00000166006.12 KCNC2 chr12 75040077 75209868 - -ENSG00000254451.2 RP11-560G2.1 chr12 75234740 75298508 + -ENSG00000258112.1 CCNG2P1 chr12 75257635 75258634 - -ENSG00000180881.19 CAPS2 chr12 75275979 75390928 - -ENSG00000257823.1 RP11-560G2.2 chr12 75305452 75306357 + -ENSG00000273987.1 RP11-585P4.6 chr12 75333798 75334486 - -ENSG00000173401.9 GLIPR1L1 chr12 75334639 75370560 + -ENSG00000180481.10 GLIPR1L2 chr12 75391070 75432688 + -ENSG00000139278.9 GLIPR1 chr12 75480680 75503853 + -ENSG00000257497.2 RP11-585P4.5 chr12 75483454 75489820 - -ENSG00000111615.12 KRR1 chr12 75490861 75511636 - -ENSG00000258077.2 RP11-114H23.1 chr12 75563202 75984015 - -ENSG00000257777.1 RP11-25J3.2 chr12 75600047 75601551 + -ENSG00000258245.1 RP11-114H23.3 chr12 75688794 75689096 - -ENSG00000251893.2 SNORA70 chr12 75689152 75689304 - -ENSG00000258088.1 RP11-114H23.2 chr12 75694010 75698816 - -ENSG00000264062.1 AC131012.1 chr12 75724453 75724541 - -ENSG00000258091.1 RP11-290L1.6 chr12 75926213 75926467 + -ENSG00000243420.3 RN7SL734P chr12 75957833 75958130 - -ENSG00000257329.1 RP11-290L1.5 chr12 75964440 75967062 + -ENSG00000198923.4 RP11-290L1.7 chr12 75964799 75964995 + -ENSG00000139289.13 PHLDA1 chr12 76025447 76033932 - -ENSG00000257453.1 RP11-290L1.3 chr12 76030494 76031378 + -ENSG00000257839.1 RP11-290L1.2 chr12 76032658 76033897 + -ENSG00000187109.13 NAP1L1 chr12 76036587 76085033 - -ENSG00000257941.1 RP11-290L1.4 chr12 76057538 76058115 + -ENSG00000258304.1 RP11-453D16.1 chr12 76115711 76116100 + -ENSG00000257872.1 RP11-453D16.2 chr12 76137425 76138610 + -ENSG00000252858.1 RNU6-1271P chr12 76139567 76139671 + -ENSG00000257219.5 RP11-54A9.1 chr12 76259839 76305131 + -ENSG00000223273.1 RN7SKP172 chr12 76315751 76316048 + -ENSG00000179941.6 BBS10 chr12 76344474 76348442 - -ENSG00000091039.16 OSBPL8 chr12 76351797 76559809 - -ENSG00000257526.2 RP11-20E24.1 chr12 76562294 76615567 + -ENSG00000213272.5 RP11-613M5.1 chr12 76599671 76600470 + -ENSG00000271142.1 YWHAQP7 chr12 76619386 76620043 + -ENSG00000243071.1 RP11-613M5.2 chr12 76660405 76660884 + -ENSG00000241045.1 RPL7P43 chr12 76721534 76722286 + -ENSG00000258090.1 RP11-734E19.1 chr12 76757191 76757914 + -ENSG00000186908.14 ZDHHC17 chr12 76763588 76853696 + -ENSG00000175183.9 CSRP2 chr12 76858715 76879060 - -ENSG00000257910.1 RP11-461F16.3 chr12 76878193 76880352 + -ENSG00000257199.2 RP11-669B18.1 chr12 76984079 76984669 - -ENSG00000165891.15 E2F7 chr12 77021247 77065580 - -ENSG00000257677.1 RP1-81P11.1 chr12 77219603 77228693 - -ENSG00000278578.1 AC068797.1 chr12 77282752 77282850 - -ENSG00000231121.3 RP1-34H18.1 chr12 77324641 77572275 + -ENSG00000257835.1 RP1-97G4.1 chr12 77379820 77390864 + -ENSG00000258066.1 RP11-781A6.1 chr12 77775783 77783576 + -ENSG00000067798.13 NAV3 chr12 77830905 78213008 + -ENSG00000258225.1 RP11-136F16.1 chr12 78052181 78091737 - -ENSG00000257220.1 RP11-136F16.2 chr12 78130337 78131004 - -ENSG00000258220.1 RP11-38F22.1 chr12 78326680 78359746 - -ENSG00000258084.5 RP11-754N21.1 chr12 78352519 78483019 + -ENSG00000257879.1 RP11-90C1.1 chr12 78426826 78442952 - -ENSG00000257165.5 RP11-171L9.1 chr12 78448995 78540675 - -ENSG00000257564.1 RP11-123M21.2 chr12 78793526 78794114 - -ENSG00000257948.1 RP11-123M21.1 chr12 78804348 78808499 + -ENSG00000067715.13 SYT1 chr12 78863993 79452008 + -ENSG00000257191.1 RP11-390N6.1 chr12 78960258 79045644 - -ENSG00000257894.2 RP1-78O14.1 chr12 79341205 79503396 - -ENSG00000238890.1 AC078917.1 chr12 79348319 79348391 + -ENSG00000221788.1 MIR1252 chr12 79419257 79419321 + -ENSG00000266390.1 AC027288.2 chr12 79462464 79462550 - -ENSG00000263757.1 AC027288.1 chr12 79481048 79481140 - -ENSG00000257604.1 RP11-359M6.2 chr12 79500119 79500687 - -ENSG00000257474.5 RP11-359M6.1 chr12 79540203 79550535 + -ENSG00000257956.1 NOP56P3 chr12 79558782 79559166 + -ENSG00000177425.10 PAWR chr12 79574979 79691097 - -ENSG00000258048.1 RP11-530C5.1 chr12 79690144 79778451 + -ENSG00000058272.15 PPP1R12A chr12 79773563 79935460 - -ENSG00000277130.1 RP11-530C5.4 chr12 79818784 79819465 - -ENSG00000258044.1 RP11-530C5.2 chr12 79823778 79825496 + -ENSG00000201942.1 RNA5SP363 chr12 79878305 79878419 - -ENSG00000257557.2 RP11-84G21.1 chr12 79934901 79942712 + -ENSG00000271496.1 SNRPGP20 chr12 79989014 79989218 - -ENSG00000239473.1 RPL7P38 chr12 80028893 80029631 + -ENSG00000238842.1 RNU7-106P chr12 80068691 80068757 - -ENSG00000230291.5 RP11-244J10.1 chr12 80102899 80103333 - -ENSG00000165899.10 OTOGL chr12 80209453 80379090 + -ENSG00000222880.1 RN7SKP261 chr12 80343515 80343792 - -ENSG00000139304.12 PTPRQ chr12 80402178 80680234 + -ENSG00000257786.1 AKIRIN1P1 chr12 80561017 80561560 - -ENSG00000257429.1 RP11-272K23.3 chr12 80583683 80593701 - -ENSG00000111046.3 MYF6 chr12 80707498 80709474 + -ENSG00000111049.3 MYF5 chr12 80716912 80719673 + -ENSG00000257741.5 LINC01490 chr12 80763154 80770717 + -ENSG00000111052.7 LIN7A chr12 80792520 80937925 - -ENSG00000207763.1 MIR617 chr12 80832533 80832629 - -ENSG00000258215.1 RP11-299A16.1 chr12 80860955 80861508 - -ENSG00000208022.1 MIR618 chr12 80935736 80935833 - -ENSG00000111058.7 ACSS3 chr12 80936414 81261205 + -ENSG00000258026.1 RP11-543H12.1 chr12 81094375 81125845 - -ENSG00000265227.1 MIR4699 chr12 81158388 81158461 + -ENSG00000139220.16 PPFIA2 chr12 81257975 81759553 - -ENSG00000257467.5 RP11-121G22.3 chr12 81270675 81312422 + -ENSG00000258162.2 RP11-315E17.1 chr12 81378042 81472954 + -ENSG00000258375.2 RP11-617J18.1 chr12 81545326 81546450 - -ENSG00000257609.1 RP11-275O18.1 chr12 81868368 81869046 + -ENSG00000257747.1 RP11-362A1.1 chr12 81953719 81993133 + -ENSG00000258193.1 RP11-362A1.2 chr12 81998632 81998962 + -ENSG00000133773.11 CCDC59 chr12 82223681 82358805 - -ENSG00000221260.2 AC083810.1 chr12 82264943 82265044 + -ENSG00000221121.1 AC083811.1 chr12 82342596 82342710 - -ENSG00000127720.7 METTL25 chr12 82358497 82479236 + -ENSG00000257875.1 RP11-263K4.1 chr12 82468456 82468948 + -ENSG00000258170.1 RP11-263K4.5 chr12 82481118 82497560 - -ENSG00000257837.1 RP11-263K4.4 chr12 82505211 82506188 - -ENSG00000257431.1 RP11-263K4.3 chr12 82512677 82515817 + -ENSG00000179104.8 TMTC2 chr12 82686880 83134870 + -ENSG00000252220.1 RNU6-977P chr12 83021890 83021992 + -ENSG00000213270.5 RPL6P25 chr12 83151331 83152190 + -ENSG00000258338.1 RP11-87P13.2 chr12 83171590 83172740 + -ENSG00000257124.2 RP11-384P14.1 chr12 83661009 83661719 - -ENSG00000221148.1 SNORA3 chr12 84183324 84183448 - -ENSG00000257729.1 RP11-788H18.1 chr12 84271340 84294562 + -ENSG00000258358.2 RP11-228G3.1 chr12 84448625 84449878 - -ENSG00000257296.1 RP11-701B6.1 chr12 84671598 84672026 + -ENSG00000072041.16 SLC6A15 chr12 84859488 84913615 - -ENSG00000258073.1 RP11-1079J22.1 chr12 84939524 84939668 - -ENSG00000231738.10 TSPAN19 chr12 85014311 85036277 - -ENSG00000133640.18 LRRIQ1 chr12 85036314 85263224 + -ENSG00000269916.1 RP11-193M21.1 chr12 85263544 85264457 + -ENSG00000180318.3 ALX1 chr12 85280107 85301784 + -ENSG00000258815.1 RP11-408B11.2 chr12 85318060 85342912 + -ENSG00000257855.1 RP11-629O19.1 chr12 85567878 85568239 + -ENSG00000263449.1 AC021887.1 chr12 85647253 85647320 - -ENSG00000258206.1 RP13-619I2.2 chr12 85781892 85782444 - -ENSG00000198774.4 RASSF9 chr12 85800697 85836570 - -ENSG00000133636.10 NTS chr12 85874295 85882992 + -ENSG00000266016.2 AC016993.1 chr12 85879928 85880014 - -ENSG00000182050.13 MGAT4C chr12 85955666 86838904 - -ENSG00000258178.1 RP11-18J9.3 chr12 85958686 85960946 + -ENSG00000257897.1 RP11-812D23.1 chr12 86015697 86016441 + -ENSG00000258185.2 RP11-202H2.1 chr12 86599578 86838998 - -ENSG00000264077.2 AC010196.1 chr12 86745078 86745136 - -ENSG00000280049.1 RP11-324H9.1 chr12 87041916 87042423 + -ENSG00000242850.3 RPL23AP68 chr12 87169985 87170429 - -ENSG00000258205.1 RP11-248E9.1 chr12 87746567 87746683 + -ENSG00000257648.1 CYCSP30 chr12 87750142 87750313 + -ENSG00000258173.1 RP11-248E9.4 chr12 87753414 87753447 - -ENSG00000258128.2 MKRN9P chr12 87782163 87784568 - -ENSG00000257912.1 RP11-248E9.5 chr12 87795733 87802028 + -ENSG00000257940.1 RP11-248E9.6 chr12 87816486 87817831 + -ENSG00000258179.1 RP11-248E9.7 chr12 87820654 87820918 - -ENSG00000240721.2 RPS4XP15 chr12 87944885 87950819 + -ENSG00000165805.9 C12orf50 chr12 87980035 88034037 - -ENSG00000278142.1 AC090060.1 chr12 87981412 87981516 + -ENSG00000133641.17 C12orf29 chr12 88033846 88050160 + -ENSG00000198707.14 CEP290 chr12 88049014 88142216 - -ENSG00000252747.1 RNA5SP364 chr12 88051701 88051778 + -ENSG00000257752.1 RP11-474L23.3 chr12 88057876 88058578 - -ENSG00000139324.11 TMTC3 chr12 88142296 88199887 + -ENSG00000199245.1 Y_RNA chr12 88430442 88430550 + -ENSG00000049130.13 KITLG chr12 88492793 88580851 - -ENSG00000281333.1 RP11-900F13.3 chr12 88580531 88598218 + -ENSG00000252850.1 RNU1-117P chr12 88581639 88581796 + -ENSG00000278011.1 RP11-900F13.2 chr12 88601862 88602195 + -ENSG00000246363.2 RP11-13A1.1 chr12 89010681 89019679 - -ENSG00000257629.1 RP11-13A1.2 chr12 89027757 89028522 + -ENSG00000257156.1 RP11-13A1.3 chr12 89048187 89309553 - -ENSG00000238302.1 RNU7-120P chr12 89282223 89282285 - -ENSG00000257820.1 MRPS6P4 chr12 89319364 89319649 + -ENSG00000139318.7 DUSP6 chr12 89347232 89353271 - -ENSG00000274021.1 RP11-823E8.3 chr12 89351015 89353271 + -ENSG00000271327.1 RP11-1109F11.3 chr12 89367807 89369301 + -ENSG00000271259.1 RP11-1109F11.5 chr12 89371820 89372359 + -ENSG00000139323.13 POC1B chr12 89419718 89526024 - -ENSG00000226982.4 CENPCP1 chr12 89500093 89502670 + -ENSG00000257594.3 GALNT4 chr12 89519408 89524806 - -ENSG00000259075.6 POC1B-GALNT4 chr12 89519408 89526262 - -ENSG00000270344.2 RP11-734K2.4 chr12 89525654 89548005 + -ENSG00000279939.1 RP11-734K2.3 chr12 89544203 89544488 - -ENSG00000258302.2 RP11-981P6.1 chr12 89561129 89594878 + -ENSG00000070961.14 ATP2B1 chr12 89588049 89709300 - -ENSG00000266347.2 AC068641.1 chr12 89592833 89592927 + -ENSG00000271614.1 LINC00936 chr12 89708959 89712590 + -ENSG00000252207.1 RNA5SP365 chr12 89726936 89727042 + -ENSG00000257480.1 MRPL2P1 chr12 89752913 89753831 + -ENSG00000252823.1 RNU6-148P chr12 89754059 89754152 + -ENSG00000258216.5 RP11-654D12.2 chr12 89882665 89989289 + -ENSG00000258290.1 BRWD1P2 chr12 89919437 89919776 - -ENSG00000257725.1 RP11-654D12.3 chr12 89947693 89949726 + -ENSG00000257194.2 RP11-567C2.1 chr12 90107739 90112779 + -ENSG00000258183.5 RP11-753N8.1 chr12 90280894 90300340 + -ENSG00000257995.1 RP11-632B21.1 chr12 90617759 90622822 - -ENSG00000257787.1 RP11-20L19.1 chr12 90809276 90810680 + -ENSG00000197651.4 CCER1 chr12 90905622 90955176 - -ENSG00000196243.5 LINC00615 chr12 90918023 90948669 + -ENSG00000083782.7 EPYC chr12 90963679 91005026 - -ENSG00000139330.5 KERA chr12 91050491 91057983 - -ENSG00000139329.4 LUM chr12 91102629 91111831 - -ENSG00000011465.16 DCN chr12 91140484 91183123 - -ENSG00000258148.2 AC007115.3 chr12 91193709 91193942 + -ENSG00000258100.1 RP11-121E16.1 chr12 91362196 91368606 + -ENSG00000274647.1 DLEU2_6 chr12 91632912 91633023 - -ENSG00000277738.1 RP11-693J15.6 chr12 91634887 91635644 + -ENSG00000258125.1 RP11-1041F24.1 chr12 91680131 91680873 + -ENSG00000258224.1 RP11-587P21.1 chr12 91871122 91871230 - -ENSG00000257893.2 RP11-587P21.2 chr12 91877391 91880655 + -ENSG00000257863.1 RP11-587P21.3 chr12 91901458 91906187 + -ENSG00000257242.6 C12orf79 chr12 91984976 92142914 - -ENSG00000279037.1 C12orf79 chr12 91986626 91993403 - -ENSG00000280112.1 C12orf79 chr12 91986682 91993403 - -ENSG00000133639.4 BTG1 chr12 92140278 92145897 - -ENSG00000245904.3 RP11-796E2.4 chr12 92145573 92189660 + -ENSG00000239201.1 RPL21P106 chr12 92168400 92168877 + -ENSG00000199895.1 Y_RNA chr12 92170353 92170453 - -ENSG00000277851.1 RP11-756G20.1 chr12 92247756 92363832 - -ENSG00000205057.4 CLLU1OS chr12 92420094 92428148 - -ENSG00000257127.6 CLLU1 chr12 92421531 92431002 + -ENSG00000266923.1 RP11-693J15.4 chr12 92421531 92483680 + -ENSG00000205056.8 RP11-693J15.5 chr12 92466451 92492091 + -ENSG00000258262.1 RP11-693J15.3 chr12 92530460 92531324 + -ENSG00000214215.3 C12orf74 chr12 92702843 92708549 + -ENSG00000187510.7 PLEKHG7 chr12 92721505 92772455 + -ENSG00000102189.16 EEA1 chr12 92770637 92929331 - -ENSG00000258012.1 RP11-603K19.1 chr12 92858079 92859273 + -ENSG00000257195.1 HNRNPA1P50 chr12 92883773 92884700 + -ENSG00000202534.1 RNU6-1329P chr12 92952639 92952745 + -ENSG00000257345.2 RP11-511B23.1 chr12 92999218 93019820 + -ENSG00000257322.5 RP11-511B23.2 chr12 93003415 93215679 - -ENSG00000207365.1 Y_RNA chr12 93021606 93021712 + -ENSG00000270506.1 RP11-511B23.4 chr12 93035261 93035744 + -ENSG00000256393.1 RPL41P5 chr12 93083598 93083675 - -ENSG00000257746.1 RP11-202G11.2 chr12 93090522 93107600 + -ENSG00000221617.1 AC138123.1 chr12 93097251 93097344 + -ENSG00000257210.1 NACAP3 chr12 93124063 93124543 - -ENSG00000258171.1 RP11-511B23.3 chr12 93174366 93181832 + -ENSG00000201502.1 SNORD74 chr12 93266017 93266096 + -ENSG00000257512.1 RP11-486A14.1 chr12 93314809 93315941 + -ENSG00000257252.5 RP11-486A14.2 chr12 93317135 93377736 - -ENSG00000173598.13 NUDT4 chr12 93377883 93408146 + -ENSG00000177889.9 UBE2N chr12 93405673 93442262 - -ENSG00000200011.1 Y_RNA chr12 93460725 93460826 - -ENSG00000198015.12 MRPL42 chr12 93467488 93516213 + -ENSG00000243015.2 RN7SL737P chr12 93509487 93509768 + -ENSG00000258271.1 RP11-356O22.4 chr12 93529560 93529989 - -ENSG00000246985.7 SOCS2-AS1 chr12 93542463 93571768 - -ENSG00000120833.13 SOCS2 chr12 93569814 93583487 + -ENSG00000186076.5 RP11-887P2.3 chr12 93640822 93641586 - -ENSG00000169372.12 CRADD chr12 93677375 93894840 + -ENSG00000258274.1 RP11-887P2.5 chr12 93707791 93737823 - -ENSG00000264978.2 RN7SL630P chr12 93831076 93831372 + -ENSG00000258303.1 RP11-887P2.6 chr12 93836167 93838038 + -ENSG00000257283.1 RP11-1060G2.1 chr12 93894965 93943603 - -ENSG00000271382.1 RP11-1060G2.2 chr12 93945041 93947813 + -ENSG00000223126.1 RN7SKP263 chr12 94008739 94009047 - -ENSG00000257360.1 RP11-74K11.1 chr12 94140077 94141337 + -ENSG00000136040.8 PLXNC1 chr12 94148723 94307675 + -ENSG00000258035.1 RP11-74K11.2 chr12 94168006 94186044 - -ENSG00000258172.1 RP11-1105G2.4 chr12 94272150 94277195 - -ENSG00000258365.1 RP11-1105G2.3 chr12 94277758 94282844 - -ENSG00000173588.14 CEP83 chr12 94306449 94459988 - -ENSG00000244391.3 RN7SL330P chr12 94361220 94361526 + -ENSG00000213250.5 RBMS2P1 chr12 94423744 94424969 - -ENSG00000278916.1 CEP83-AS1 chr12 94460003 94462484 + -ENSG00000257400.1 RP11-778J16.3 chr12 94491546 94496442 - -ENSG00000244091.1 RN7SL483P chr12 94515476 94515760 + -ENSG00000258357.1 RP11-778J16.2 chr12 94521090 94521869 - -ENSG00000236349.1 SUCLG2P2 chr12 94548241 94549536 + -ENSG00000266099.1 MIR5700 chr12 94561789 94561859 + -ENSG00000057704.10 TMCC3 chr12 94567124 94650562 - -ENSG00000277302.1 MIR7844 chr12 94571231 94571352 - -ENSG00000257847.1 LSM3P2 chr12 94590821 94591093 + -ENSG00000216306.3 KRT19P2 chr12 94834147 94835158 + -ENSG00000208038.1 MIR492 chr12 94834398 94834513 + -ENSG00000184752.12 NDUFA12 chr12 94897055 95003770 - -ENSG00000120798.16 NR2C1 chr12 95020229 95073703 - -ENSG00000180263.13 FGD6 chr12 95076749 95217482 - -ENSG00000257121.1 RP11-129B9.2 chr12 95100531 95101045 + -ENSG00000237774.3 RP11-129B9.1 chr12 95125760 95126389 + -ENSG00000028203.17 VEZT chr12 95217746 95302790 + -ENSG00000202470.1 Y_RNA chr12 95275770 95275872 + -ENSG00000257666.1 CBX3P5 chr12 95286318 95286838 - -ENSG00000212535.1 RNU6-808P chr12 95290692 95290799 + -ENSG00000199172.2 MIR331 chr12 95308410 95308520 + -ENSG00000265917.1 MIR3685 chr12 95309923 95309984 + -ENSG00000258247.1 RP11-167N24.6 chr12 95377208 95380896 - -ENSG00000258313.1 RP11-167N24.5 chr12 95387890 95388558 - -ENSG00000257583.1 RP11-167N24.4 chr12 95388599 95405504 - -ENSG00000257943.1 RP11-167N24.3 chr12 95407935 95436828 - -ENSG00000222544.1 RNU6-735P chr12 95438737 95438843 - -ENSG00000241556.1 RP11-490G8.1 chr12 95467397 95467861 - -ENSG00000111142.13 METAP2 chr12 95473520 95515839 + -ENSG00000136014.11 USP44 chr12 95516560 95551490 - -ENSG00000257150.3 PGAM1P5 chr12 95551582 95673999 + -ENSG00000212448.1 Y_RNA chr12 95617689 95617786 + -ENSG00000074527.11 NTN4 chr12 95657807 95791152 - -ENSG00000199506.1 RNU6-247P chr12 95792529 95792635 - -ENSG00000258343.1 RP11-536G4.2 chr12 95795345 95858839 - -ENSG00000258292.1 RP11-536G4.1 chr12 95803097 95823307 + -ENSG00000139343.10 SNRPF chr12 95858928 95903828 + -ENSG00000165972.12 CCDC38 chr12 95867048 95942974 - -ENSG00000139344.7 AMDHD1 chr12 95943293 95968716 + -ENSG00000084110.10 HAL chr12 95972662 95996365 - -ENSG00000257878.1 RP11-256L6.3 chr12 95996521 96011489 + -ENSG00000111144.9 LTA4H chr12 96000828 96043520 - -ENSG00000257715.1 RP11-256L6.2 chr12 96025323 96027971 + -ENSG00000258251.1 YPEL5P3 chr12 96060024 96060375 - -ENSG00000277062.1 RN7SL88P chr12 96101951 96102249 - -ENSG00000111145.7 ELK3 chr12 96194382 96269835 + -ENSG00000258177.1 RP11-394J1.2 chr12 96222797 96223973 - -ENSG00000059758.7 CDK17 chr12 96278261 96400560 - -ENSG00000201435.1 RNU4-24P chr12 96303375 96303513 - -ENSG00000257169.1 RP11-117N2.2 chr12 96386818 96387194 - -ENSG00000258272.1 RP11-510I5.4 chr12 96422326 96485442 - -ENSG00000252827.1 RN7SKP11 chr12 96427200 96427486 - -ENSG00000280856.1 AC021052.1 chr12 96443480 96443549 + -ENSG00000188596.9 CFAP54 chr12 96489571 96875555 + -ENSG00000258846.1 EEF1A1P33 chr12 96900697 96902698 - -ENSG00000139350.11 NEDD1 chr12 96907223 96953777 + -ENSG00000202368.1 Y_RNA chr12 96979528 96979629 - -ENSG00000258131.1 RP11-541G9.1 chr12 96985656 97185609 + -ENSG00000257470.1 RP11-397H6.1 chr12 97024021 97051129 + -ENSG00000279190.1 RP11-534P6.1 chr12 97150081 97154627 - -ENSG00000257920.1 RP11-541G9.2 chr12 97272692 97276209 - -ENSG00000255794.6 RMST chr12 97431653 97565035 + -ENSG00000221479.2 MIR1251 chr12 97491900 97491983 + -ENSG00000273942.1 RMST_2 chr12 97492462 97492597 + -ENSG00000274230.1 RMST_3 chr12 97493178 97493286 + -ENSG00000275231.1 RMST_4 chr12 97493897 97494003 + -ENSG00000273570.1 RMST_5 chr12 97495932 97496057 + -ENSG00000275971.1 RMST_6 chr12 97530656 97530858 + -ENSG00000274819.1 RMST_7 chr12 97532691 97532958 + -ENSG00000251844.1 snoMe28S-Am2634 chr12 97552137 97552228 - -ENSG00000278802.1 RMST_8 chr12 97560557 97560721 + -ENSG00000276398.1 RMST_9 chr12 97560856 97561048 + -ENSG00000279798.1 RP11-528M18.2 chr12 97563257 97563971 - -ENSG00000207586.1 MIR135A2 chr12 97563812 97563911 + -ENSG00000277081.1 RMST_10 chr12 97564174 97564327 + -ENSG00000257157.1 RP11-528M18.3 chr12 97679879 97680047 - -ENSG00000257501.6 RP11-1016B18.1 chr12 97713412 97761859 - -ENSG00000206899.1 RNU6-36P chr12 97721716 97721822 + -ENSG00000265861.1 MIR4495 chr12 97939056 97939121 - -ENSG00000263890.1 MIR4303 chr12 97995383 97995448 - -ENSG00000258312.1 RP11-690J15.1 chr12 98113014 98292445 - -ENSG00000257580.1 RP11-718L23.1 chr12 98317741 98318349 + -ENSG00000201296.1 RNU4-41P chr12 98417896 98418038 - -ENSG00000227825.4 SLC9A7P1 chr12 98453835 98457145 - -ENSG00000245017.2 RP11-181C3.1 chr12 98485544 98503855 - -ENSG00000257167.2 TMPO-AS1 chr12 98512973 98516422 - -ENSG00000120802.13 TMPO chr12 98515512 98550379 + -ENSG00000225185.3 RP11-481K9.4 chr12 98590723 98591214 - -ENSG00000075415.12 SLC25A3 chr12 98593591 98606379 + -ENSG00000212443.1 SNORA53 chr12 98599635 98599883 + -ENSG00000166130.14 IKBIP chr12 98613405 98645113 - -ENSG00000120868.13 APAF1 chr12 98645141 98735433 + -ENSG00000185046.18 ANKS1B chr12 98726457 99984654 - -ENSG00000258204.1 RP11-90E9.1 chr12 98794485 98794964 + -ENSG00000257458.1 RP11-473C19.1 chr12 98931682 98976656 + -ENSG00000202324.1 RNA5SP366 chr12 99083783 99083905 - -ENSG00000258039.2 RP11-406H4.1 chr12 99093359 99105011 + -ENSG00000180219.1 FAM71C chr12 99647753 99650046 + -ENSG00000277393.1 AC078916.1 chr12 99884046 99884146 + -ENSG00000214203.4 RPS4XP1 chr12 100009052 100009838 - -ENSG00000279148.1 RP11-135F9.4 chr12 100026248 100027540 - -ENSG00000111647.12 UHRF1BP1L chr12 100028455 100142848 - -ENSG00000280088.1 RP11-135F9.3 chr12 100032325 100034074 - -ENSG00000257696.1 RP11-175P13.2 chr12 100143058 100144671 + -ENSG00000238105.7 GOLGA2P5 chr12 100156357 100173659 - -ENSG00000221770.1 AC010203.1 chr12 100157256 100157338 - -ENSG00000266610.2 RN7SL176P chr12 100158502 100158765 - -ENSG00000257489.6 RP11-175P13.3 chr12 100173196 100199783 - -ENSG00000075089.9 ACTR6 chr12 100199122 100241865 + -ENSG00000166153.16 DEPDC4 chr12 100203669 100267079 - -ENSG00000206790.1 Y_RNA chr12 100257688 100257790 - -ENSG00000136021.17 SCYL2 chr12 100267140 100341724 + -ENSG00000179520.10 SLC17A8 chr12 100357079 100422059 + -ENSG00000012504.13 NR1H4 chr12 100473708 100564413 + -ENSG00000271177.1 RP11-575G13.3 chr12 100525186 100525420 - -ENSG00000139354.10 GAS2L3 chr12 100573683 100628286 + -ENSG00000257803.2 RP11-575G13.2 chr12 100578744 100580197 + -ENSG00000239036.1 AC010209.1 chr12 100655722 100655804 - -ENSG00000151572.16 ANO4 chr12 100717526 101128641 + -ENSG00000257325.1 RP11-263E1.1 chr12 100852331 100859262 - -ENSG00000258007.1 RP11-350G24.1 chr12 101038420 101039094 - -ENSG00000258033.1 RP11-350G24.2 chr12 101066734 101069232 + -ENSG00000256870.2 SLC5A8 chr12 101155493 101210407 - -ENSG00000207414.1 RNU6-768P chr12 101199271 101199377 - -ENSG00000241744.1 RP11-399D15.1 chr12 101228141 101228876 - -ENSG00000120800.4 UTP20 chr12 101280109 101386616 + -ENSG00000120805.13 ARL1 chr12 101393120 101407820 - -ENSG00000257543.1 RP11-321F8.4 chr12 101408372 101409060 - -ENSG00000222890.1 RNU6-1068P chr12 101411357 101411459 + -ENSG00000239413.1 RPS27P23 chr12 101424441 101424691 + -ENSG00000206929.1 Y_RNA chr12 101446825 101446932 + -ENSG00000202249.1 RNU5E-5P chr12 101466705 101466820 + -ENSG00000252366.1 RNA5SP367 chr12 101472339 101472456 + -ENSG00000166211.7 SPIC chr12 101475421 101486997 + -ENSG00000196091.12 MYBPC1 chr12 101568353 101686018 + -ENSG00000257514.5 RP11-755O11.2 chr12 101646720 101659970 - -ENSG00000274560.1 RP11-285E23.2 chr12 101696002 101696450 - -ENSG00000111666.10 CHPT1 chr12 101696947 101744140 + -ENSG00000199933.1 RNY1P16 chr12 101719808 101719918 + -ENSG00000139351.14 SYCP3 chr12 101728648 101739472 - -ENSG00000111670.14 GNPTAB chr12 101745497 101830938 - -ENSG00000222255.1 RNU6-101P chr12 101765406 101765509 - -ENSG00000258230.2 RP11-511H9.3 chr12 101773114 101773755 - -ENSG00000201168.1 RNA5SP368 chr12 101779814 101779929 + -ENSG00000222932.1 RNU6-172P chr12 101796410 101796502 - -ENSG00000223046.1 RNA5SP369 chr12 101836820 101836927 + -ENSG00000252863.1 RNU6-1183P chr12 101871742 101871801 - -ENSG00000258153.1 HSPE1P4 chr12 101873316 101873623 - -ENSG00000136048.13 DRAM1 chr12 101877351 102012130 + -ENSG00000257202.1 RP11-512N21.3 chr12 101923410 101924719 - -ENSG00000241917.1 RP11-512N21.1 chr12 101936216 101936674 + -ENSG00000258308.5 RP11-554E23.2 chr12 101954998 101962390 - -ENSG00000258288.1 NENFP2 chr12 101963901 101964340 + -ENSG00000120860.10 CCDC53 chr12 102012927 102062149 - -ENSG00000257222.1 RP11-554E23.4 chr12 102063355 102074820 + -ENSG00000075188.8 NUP37 chr12 102073103 102120124 - -ENSG00000281370.1 AC079907.1 chr12 102075068 102075229 + -ENSG00000185480.11 PARPBP chr12 102120185 102197520 + -ENSG00000183395.4 PMCH chr12 102196459 102197845 - -ENSG00000281344.1 HELLPAR chr12 102197585 102402596 + -ENSG00000264554.2 RN7SL793P chr12 102217318 102217613 - -ENSG00000258142.2 RP11-18O15.1 chr12 102230027 102230533 - -ENSG00000017427.15 IGF1 chr12 102395867 102480645 - -ENSG00000257254.1 RP11-210L7.1 chr12 102513251 102513655 - -ENSG00000258169.1 LINC00485 chr12 102809280 102824399 - -ENSG00000171759.8 PAH chr12 102836885 102958410 - -ENSG00000139352.3 ASCL1 chr12 102957686 102960516 + -ENSG00000257703.5 RP11-328J6.1 chr12 103080950 103178675 - -ENSG00000257860.5 RP11-552I14.1 chr12 103151842 103168309 + -ENSG00000179088.14 C12orf42 chr12 103237591 103496010 - -ENSG00000238909.1 AC068643.1 chr12 103238398 103238475 - -ENSG00000257415.1 RP11-626I20.1 chr12 103503381 103504936 + -ENSG00000257994.1 RP11-626I20.2 chr12 103505411 103506174 - -ENSG00000257762.5 RP11-626I20.3 chr12 103547794 103559815 + -ENSG00000136011.14 STAB2 chr12 103587273 103766727 + -ENSG00000212594.1 U8 chr12 103592112 103592243 + -ENSG00000257737.1 RP11-341G23.2 chr12 103654780 103657995 - -ENSG00000257766.1 RP11-341G23.3 chr12 103668575 103669406 - -ENSG00000257681.1 RP11-341G23.4 chr12 103746315 103768858 - -ENSG00000111696.11 NT5DC3 chr12 103770453 103841197 - -ENSG00000257754.1 RP11-650K20.2 chr12 103819610 103822085 + -ENSG00000257327.1 RP11-650K20.3 chr12 103841451 103844664 + -ENSG00000214198.7 TTC41P chr12 103843749 103930211 - -ENSG00000166598.12 HSP90B1 chr12 103930107 103953645 + -ENSG00000265072.1 MIR3652 chr12 103930425 103930555 + -ENSG00000204954.9 C12orf73 chr12 103950202 103965708 - -ENSG00000139372.14 TDG chr12 103965804 103988874 + -ENSG00000215976.1 AC078819.1 chr12 103985111 103985204 + -ENSG00000120820.12 GLT8D2 chr12 103988984 104064183 - -ENSG00000216285.5 RP11-490H24.5 chr12 104030779 104031543 + -ENSG00000111727.11 HCFC2 chr12 104064457 104106524 + -ENSG00000120837.7 NFYB chr12 104117077 104138289 - -ENSG00000199415.1 RNA5SP370 chr12 104125236 104125356 + -ENSG00000280646.1 AC089983.1 chr12 104125268 104125329 + -ENSG00000257193.1 RP11-818F20.4 chr12 104170395 104177659 + -ENSG00000198431.15 TXNRD1 chr12 104215779 104350305 + -ENSG00000257732.1 RP11-818F20.5 chr12 104262314 104280722 - -ENSG00000213442.5 RPL18AP3 chr12 104265309 104265836 + -ENSG00000255150.1 EID3 chr12 104303739 104305202 + -ENSG00000171310.10 CHST11 chr12 104455295 104762014 + -ENSG00000258111.1 RP11-43D4.2 chr12 104514029 104514439 + -ENSG00000279176.1 RP11-43D4.3 chr12 104552073 104553447 + -ENSG00000264295.1 MIR3922 chr12 104591633 104591716 + -ENSG00000136052.9 SLC41A2 chr12 104802553 104958744 - -ENSG00000222579.1 Y_RNA chr12 104851824 104851918 + -ENSG00000265054.1 AC090051.1 chr12 104951760 104951846 + -ENSG00000257758.1 KRT18P20 chr12 104976749 104978027 - -ENSG00000151131.9 C12orf45 chr12 104986310 105049737 + -ENSG00000136010.13 ALDH1L2 chr12 105019784 105084577 - -ENSG00000257886.1 RP11-61E11.1 chr12 105072486 105074021 + -ENSG00000257999.1 RP11-61E11.2 chr12 105102472 105107179 - -ENSG00000136051.13 KIAA1033 chr12 105107324 105169134 + -ENSG00000136044.11 APPL2 chr12 105173296 105236238 - -ENSG00000235162.8 C12orf75 chr12 105235290 105396097 + -ENSG00000257642.1 RP11-474B16.1 chr12 105304867 105327017 - -ENSG00000264749.1 AC011313.1 chr12 105327906 105327992 - -ENSG00000257859.1 CASC18 chr12 105704203 105744062 + -ENSG00000257773.1 ST13P3 chr12 106015897 106017006 + -ENSG00000257890.1 RP11-114F10.2 chr12 106050961 106058254 - -ENSG00000074590.13 NUAK1 chr12 106063340 106140033 - -ENSG00000257438.1 RP11-114F10.3 chr12 106103163 106106165 + -ENSG00000257611.1 RP11-185N2.1 chr12 106170004 106172437 + -ENSG00000136026.13 CKAP4 chr12 106237877 106304279 - -ENSG00000258355.1 RP11-651L5.2 chr12 106245613 106246956 - -ENSG00000277715.1 RP11-651L5.3 chr12 106250759 106252786 + -ENSG00000238609.1 RNU7-94P chr12 106282927 106282989 - -ENSG00000166046.10 TCP11L2 chr12 106301929 106347015 + -ENSG00000013503.9 POLR3B chr12 106357658 106510198 + -ENSG00000257545.4 RP11-144F15.1 chr12 106495958 106774918 - -ENSG00000111783.12 RFX4 chr12 106582907 106762803 + -ENSG00000257711.1 RP11-482D24.2 chr12 106680758 106684700 - -ENSG00000257918.1 RP11-482D24.3 chr12 106714924 106733066 - -ENSG00000111785.18 RIC8B chr12 106774595 106889316 + -ENSG00000257119.1 EEF1B2P4 chr12 106901283 106901984 - -ENSG00000240631.1 RPL30P12 chr12 106910757 106911109 + -ENSG00000260329.1 RP11-412D9.4 chr12 106954029 106955497 - -ENSG00000151135.9 TMEM263 chr12 106955719 106978778 + -ENSG00000120832.9 MTERF2 chr12 106977291 106987166 - -ENSG00000008405.11 CRY1 chr12 106991364 107093829 - -ENSG00000257548.1 RP11-797M17.1 chr12 107093298 107123314 + -ENSG00000257444.1 SETP7 chr12 107271394 107271846 + -ENSG00000151136.14 BTBD11 chr12 107318413 107659642 + -ENSG00000200897.1 SNORD74 chr12 107374747 107374827 + -ENSG00000222302.1 RNA5SP371 chr12 107486511 107486635 - -ENSG00000257579.1 RP11-128P10.1 chr12 107610034 107617721 - -ENSG00000222160.1 Y_RNA chr12 107650789 107650892 + -ENSG00000136045.11 PWP1 chr12 107685732 107713167 + -ENSG00000240441.1 RP11-864J10.2 chr12 107719599 107720133 + -ENSG00000110851.11 PRDM4 chr12 107732866 107761272 - -ENSG00000258136.1 RP11-864J10.4 chr12 107736555 107759968 + -ENSG00000187855.5 ASCL4 chr12 107774385 107776644 + -ENSG00000263632.1 AC126177.1 chr12 107799635 107799720 - -ENSG00000257141.1 RP11-554D14.7 chr12 107832858 107835030 - -ENSG00000274395.1 RP11-554D14.8 chr12 107835541 107836555 - -ENSG00000257398.6 RP11-554D14.6 chr12 107839291 107864562 - -ENSG00000257951.1 RP11-554D14.4 chr12 107881242 107883382 + -ENSG00000257392.1 RP11-554D14.5 chr12 107887730 107889886 + -ENSG00000257426.1 RP11-554D14.3 chr12 107899638 107899815 + -ENSG00000258072.1 RP11-554D14.2 chr12 107903270 107903948 - -ENSG00000257129.1 RP11-554D14.1 chr12 107910403 107912620 - -ENSG00000075035.9 WSCD2 chr12 108129471 108250537 + -ENSG00000276750.1 AC009729.1 chr12 108133601 108133679 + -ENSG00000257281.1 RP11-1K3.1 chr12 108281103 108282235 - -ENSG00000174600.13 CMKLR1 chr12 108288044 108339341 - -ENSG00000280860.1 AC063957.1 chr12 108301525 108301596 - -ENSG00000247213.6 LINC01498 chr12 108434130 108492585 - -ENSG00000198855.6 FICD chr12 108515185 108525837 + -ENSG00000075856.11 SART3 chr12 108522580 108561400 - -ENSG00000136003.15 ISCU chr12 108562582 108569384 + -ENSG00000183160.8 TMEM119 chr12 108589846 108598320 - -ENSG00000110876.9 SELPLG chr12 108622277 108633959 - -ENSG00000257221.1 RP11-689B22.2 chr12 108628687 108641318 + -ENSG00000110880.10 CORO1C chr12 108645109 108731596 - -ENSG00000238457.1 RNU7-169P chr12 108668448 108668508 + -ENSG00000200060.1 Y_RNA chr12 108738484 108738604 + -ENSG00000273499.1 SNORA40 chr12 108778144 108778271 - -ENSG00000084112.14 SSH1 chr12 108778192 108857590 - -ENSG00000280110.1 RP11-423G4.8 chr12 108778912 108779166 + -ENSG00000274598.1 RP11-423G4.10 chr12 108833721 108834384 - -ENSG00000207622.1 MIR619 chr12 108836908 108837006 - -ENSG00000110887.7 DAO chr12 108858932 108901043 + -ENSG00000166111.9 SVOP chr12 108907741 109021240 - -ENSG00000201324.1 RNU6-361P chr12 108926435 108926541 - -ENSG00000238424.1 AC190387.2 chr12 108987555 108987645 - -ENSG00000279630.1 AC190387.1 chr12 109020833 109021240 - -ENSG00000135093.12 USP30 chr12 109023089 109088026 + -ENSG00000256262.1 USP30-AS1 chr12 109052350 109053952 - -ENSG00000212138.1 RNA5SP372 chr12 109059986 109060100 + -ENSG00000189046.10 ALKBH2 chr12 109088188 109093631 - -ENSG00000076248.10 UNG chr12 109097574 109110992 + -ENSG00000256139.2 RP11-968O1.5 chr12 109111218 109125594 + -ENSG00000076555.15 ACACB chr12 109116595 109268226 + -ENSG00000139445.17 FOXN4 chr12 109277979 109309220 - -ENSG00000174527.9 MYO1H chr12 109347903 109455523 + -ENSG00000256560.1 LINC01486 chr12 109354083 109359488 - -ENSG00000255655.1 RP11-256L11.3 chr12 109445410 109447497 - -ENSG00000110906.12 KCTD10 chr12 109448656 109477544 - -ENSG00000151148.13 UBE3B chr12 109477402 109536705 + -ENSG00000139428.11 MMAB chr12 109553737 109573874 - -ENSG00000200274.1 RNU4-32P chr12 109567975 109568115 - -ENSG00000110921.11 MVK chr12 109573255 109598117 + -ENSG00000200794.1 RN7SKP250 chr12 109662863 109663183 - -ENSG00000139438.5 FAM222A chr12 109714228 109770507 + -ENSG00000255650.5 FAM222A-AS1 chr12 109734166 109773508 - -ENSG00000111199.10 TRPV4 chr12 109783085 109833401 - -ENSG00000263510.1 MIR4497 chr12 109833348 109833436 + -ENSG00000139433.9 GLTP chr12 109850943 109880488 - -ENSG00000256351.1 RP1-7G5.5 chr12 109859767 109860420 - -ENSG00000241413.3 RN7SL441P chr12 109866214 109866509 - -ENSG00000249094.2 RP1-7G5.6 chr12 109880676 109888467 + -ENSG00000139437.17 TCHP chr12 109900264 109983841 + -ENSG00000139436.20 GIT2 chr12 109929792 109996389 - -ENSG00000277299.1 RP11-837J7.4 chr12 109948389 109949029 + -ENSG00000280426.1 RP11-837J7.3 chr12 109997419 109999127 - -ENSG00000076513.16 ANKRD13A chr12 109999186 110039763 + -ENSG00000174456.13 C12orf76 chr12 110027028 110073686 - -ENSG00000277595.1 RP11-946P6.6 chr12 110032245 110032803 + -ENSG00000279360.1 RP11-946P6.4 chr12 110056916 110057275 - -ENSG00000122970.15 IFT81 chr12 110124335 110218797 + -ENSG00000174437.16 ATP2A2 chr12 110280756 110351093 + -ENSG00000276956.1 RN7SL769P chr12 110360452 110360746 - -ENSG00000281030.1 AC006088.1 chr12 110360456 110360538 - -ENSG00000196510.12 ANAPC7 chr12 110372900 110403730 - -ENSG00000258210.1 RP11-478C19.2 chr12 110387463 110445548 - -ENSG00000258011.2 HMGA1P3 chr12 110429959 110430282 - -ENSG00000111229.15 ARPC3 chr12 110434825 110450422 - -ENSG00000111231.8 GPN3 chr12 110452484 110469268 - -ENSG00000241680.1 RPL31P49 chr12 110460988 110461362 + -ENSG00000204856.11 FAM216A chr12 110468364 110490385 + -ENSG00000111237.18 VPS29 chr12 110491097 110502117 - -ENSG00000202335.1 SNORD50 chr12 110496352 110496421 - -ENSG00000278993.1 RP3-424M6.4 chr12 110501614 110503441 + -ENSG00000151164.18 RAD9B chr12 110501655 110532086 + -ENSG00000196850.5 PPTC7 chr12 110533245 110583320 - -ENSG00000204852.15 TCTN1 chr12 110614027 110649430 + -ENSG00000263537.2 RN7SL387P chr12 110625645 110625917 - -ENSG00000122986.13 HVCN1 chr12 110627841 110704950 - -ENSG00000221246.1 AC144522.1 chr12 110632604 110632693 + -ENSG00000186298.11 PPP1CC chr12 110719680 110742939 - -ENSG00000279925.1 RP11-481J8.3 chr12 110744549 110746206 + -ENSG00000257268.1 RP1-74B13.2 chr12 110831779 110845963 + -ENSG00000241286.2 RPL29P25 chr12 110841538 110842387 - -ENSG00000173093.12 CCDC63 chr12 110846769 110907535 + -ENSG00000111245.14 MYL2 chr12 110910819 110920722 - -ENSG00000185847.7 LINC01405 chr12 110936585 110958208 + -ENSG00000258240.5 RP1-46F2.3 chr12 110951683 110957812 - -ENSG00000111249.13 CUX2 chr12 111034024 111350554 + -ENSG00000221259.1 AC002978.1 chr12 111073968 111074089 + -ENSG00000221386.1 AC002979.1 chr12 111302800 111302899 + -ENSG00000273700.1 MIR6760 chr12 111304142 111304209 + -ENSG00000253080.1 RNA5SP373 chr12 111339527 111339621 + -ENSG00000198324.13 FAM109A chr12 111360651 111369121 - -ENSG00000257595.2 RP3-473L9.4 chr12 111369282 111403310 + -ENSG00000257539.2 HSPA8P14 chr12 111381867 111385638 + -ENSG00000111252.10 SH2B3 chr12 111405948 111451623 + -ENSG00000204842.14 ATXN2 chr12 111452214 111599676 - -ENSG00000266269.1 AC002395.1 chr12 111487478 111487578 - -ENSG00000272215.1 U7 chr12 111564821 111564883 - -ENSG00000238168.5 RP11-686G8.1 chr12 111581379 111581773 + -ENSG00000281280.1 AC137055.1 chr12 111598951 111599031 - -ENSG00000258099.1 RP11-686G8.2 chr12 111599498 111600256 + -ENSG00000089234.15 BRAP chr12 111642146 111685986 - -ENSG00000273903.1 RP11-686G8.5 chr12 111649573 111649938 + -ENSG00000258359.1 PCNPP1 chr12 111669852 111670362 - -ENSG00000111271.14 ACAD10 chr12 111686056 111757107 + -ENSG00000257767.2 RP11-162P23.2 chr12 111753890 111791418 + -ENSG00000111275.12 ALDH2 chr12 111766887 111817529 + -ENSG00000274697.1 MIR6761 chr12 111799834 111799905 + -ENSG00000234608.7 MAPKAPK5-AS1 chr12 111839764 111842902 - -ENSG00000089022.13 MAPKAPK5 chr12 111841978 111902238 + -ENSG00000244060.2 RPS2P41 chr12 111879338 111880249 - -ENSG00000229186.4 ADAM1A chr12 111899263 111901391 + -ENSG00000226469.1 ADAM1B chr12 111927018 111929017 + -ENSG00000198270.12 TMEM116 chr12 111931282 112013185 - -ENSG00000258373.1 SLC25A3P2 chr12 111992996 111993875 + -ENSG00000257624.1 RP1-128M12.3 chr12 112000739 112000985 - -ENSG00000089248.6 ERP29 chr12 112013316 112023451 + -ENSG00000274227.1 RP1-267L14.6 chr12 112018804 112019430 - -ENSG00000111300.9 NAA25 chr12 112026689 112109022 - -ENSG00000266370.1 MIR3657 chr12 112037599 112037715 - -ENSG00000258323.1 RP1-267L14.3 chr12 112063909 112065755 + -ENSG00000200688.1 Y_RNA chr12 112069104 112069209 + -ENSG00000135148.11 TRAFD1 chr12 112125501 112153609 + -ENSG00000200135.1 Y_RNA chr12 112149360 112149472 + -ENSG00000173064.10 HECTD4 chr12 112160188 112382439 - -ENSG00000273826.1 MIR6861 chr12 112163258 112163321 - -ENSG00000257494.1 RP3-521E19.2 chr12 112256800 112259091 + -ENSG00000201428.1 RN7SKP71 chr12 112267077 112267394 + -ENSG00000213152.5 RPL7AP60 chr12 112301870 112302663 - -ENSG00000257658.1 RP3-521E19.3 chr12 112321759 112323089 + -ENSG00000089009.15 RPL6 chr12 112405190 112418838 - -ENSG00000179295.15 PTPN11 chr12 112418351 112509913 + -ENSG00000089169.14 RPH3A chr12 112570380 112898881 + -ENSG00000089127.12 OAS1 chr12 112906777 112933222 + -ENSG00000257452.1 RP1-71H24.1 chr12 112907628 113017751 - -ENSG00000111331.12 OAS3 chr12 112938352 112973249 + -ENSG00000111335.12 OAS2 chr12 112978395 113011723 + -ENSG00000258159.1 IMMP1LP2 chr12 113015607 113016098 + -ENSG00000242461.1 RPS15AP32 chr12 113054062 113054435 + -ENSG00000135144.7 DTX1 chr12 113056709 113098028 + -ENSG00000111344.11 RASAL1 chr12 113098819 113136239 - -ENSG00000186710.11 CCDC42B chr12 113149858 113159276 + -ENSG00000199899.2 Y_RNA chr12 113156763 113156861 - -ENSG00000123064.12 DDX54 chr12 113157174 113185479 - -ENSG00000276908.1 MIR7106 chr12 113159113 113159177 - -ENSG00000201208.1 Y_RNA chr12 113178423 113178519 - -ENSG00000139405.15 RITA1 chr12 113185526 113192368 + -ENSG00000257286.1 RP11-545P7.4 chr12 113185624 113192161 - -ENSG00000166578.9 IQCD chr12 113195441 113221094 - -ENSG00000186815.12 TPCN1 chr12 113221050 113298585 + -ENSG00000277566.1 RP11-545P7.9 chr12 113249466 113250042 + -ENSG00000274822.1 MIR6762 chr12 113291523 113291608 + -ENSG00000089060.11 SLC8B1 chr12 113298759 113359493 - -ENSG00000151176.7 PLBD2 chr12 113358566 113391625 + -ENSG00000135094.10 SDS chr12 113392445 113426301 - -ENSG00000139410.14 SDSL chr12 113422237 113438276 + -ENSG00000089116.3 LHX5 chr12 113462034 113472280 - -ENSG00000257935.2 LHX5-AS1 chr12 113472003 113480624 + -ENSG00000249550.6 LINC01234 chr12 113679459 113773683 - -ENSG00000257231.1 DYNLL1P4 chr12 113789542 113789807 - -ENSG00000122965.10 RBM19 chr12 113816738 113966371 - -ENSG00000257359.1 RP11-780K2.1 chr12 113932569 113937255 + -ENSG00000257603.1 RP11-100F15.1 chr12 114077133 114079902 + -ENSG00000257997.5 RP11-100F15.2 chr12 114080381 114113489 + -ENSG00000257300.1 HAUS8P1 chr12 114097682 114098223 + -ENSG00000257915.1 GLULP5 chr12 114104542 114105931 + -ENSG00000257476.1 RP11-139B1.1 chr12 114238970 114241770 - -ENSG00000280861.1 AC009260.1 chr12 114340790 114340908 + -ENSG00000089225.19 TBX5 chr12 114353931 114408442 - -ENSG00000255399.3 TBX5-AS1 chr12 114408191 114412831 + -ENSG00000222982.1 RN7SKP216 chr12 114504876 114505187 - -ENSG00000255830.2 RP11-385N17.3 chr12 114548854 114549852 + -ENSG00000265632.1 AC069240.1 chr12 114550762 114550849 - -ENSG00000258244.1 OSTF1P1 chr12 114588194 114588802 + -ENSG00000258254.1 RP11-162N7.1 chr12 114621761 114622922 + -ENSG00000199220.1 Y_RNA chr12 114657949 114658062 - -ENSG00000135111.14 TBX3 chr12 114670254 114684164 - -ENSG00000257817.1 RP4-601P9.2 chr12 114713811 114767957 + -ENSG00000252459.1 SNORA27 chr12 114737704 114737798 + -ENSG00000257517.1 RP4-601P9.1 chr12 114768674 114771851 + -ENSG00000274879.1 RP11-411G2.1 chr12 114929757 114929935 - -ENSG00000257958.1 RP11-25E2.1 chr12 115077325 115080153 + -ENSG00000257519.1 RP11-116D17.2 chr12 115263170 115270596 + -ENSG00000271579.1 RP11-116D17.3 chr12 115299588 115300708 - -ENSG00000276308.1 RP11-116D17.4 chr12 115318657 115320405 - -ENSG00000276972.1 RP11-116D17.5 chr12 115332146 115332566 - -ENSG00000257726.1 RP11-116D17.1 chr12 115363012 115364745 + -ENSG00000258108.1 RP11-1028N23.3 chr12 115569664 115581739 + -ENSG00000258280.1 RP11-1028N23.2 chr12 115576676 115577615 + -ENSG00000257407.1 RP11-1028N23.4 chr12 115582061 115639734 - -ENSG00000241656.1 UBA52P7 chr12 115592604 115592983 - -ENSG00000240205.3 RN7SL865P chr12 115717725 115718013 + -ENSG00000257781.1 RP11-110L15.1 chr12 115755262 115799936 + -ENSG00000257683.1 RP11-110L15.2 chr12 115810359 115886137 - -ENSG00000200112.1 SNORD56 chr12 115852648 115852718 - -ENSG00000123066.7 MED13L chr12 115953872 116277338 - -ENSG00000258034.1 RP11-493P1.2 chr12 115961187 115962733 + -ENSG00000200665.1 RNU6-1188P chr12 116082570 116082676 + -ENSG00000207967.1 MIR620 chr12 116148560 116148654 - -ENSG00000257979.1 SNRPGP18 chr12 116169045 116169258 + -ENSG00000258337.1 RP11-115H15.2 chr12 116174502 116181295 - -ENSG00000263768.1 AC060226.1 chr12 116255883 116255988 - -ENSG00000258346.1 RP11-148B3.2 chr12 116368764 116389471 + -ENSG00000264037.1 MIR4472-2 chr12 116428252 116428318 - -ENSG00000258018.1 RP11-148B3.1 chr12 116517858 116518820 + -ENSG00000196668.3 LINC00173 chr12 116533422 116536518 + -ENSG00000258102.3 MAP1LC3B2 chr12 116548105 116576448 + -ENSG00000275898.1 RP11-497G19.7 chr12 116580974 116583672 + -ENSG00000258249.1 RP11-497G19.3 chr12 116599270 116603585 + -ENSG00000257883.1 RP11-497G19.1 chr12 116661582 116698065 + -ENSG00000257654.1 RP11-497G19.2 chr12 116698336 116703130 + -ENSG00000111412.5 C12orf49 chr12 116710185 116738070 - -ENSG00000135119.14 RNFT2 chr12 116738178 116853631 + -ENSG00000239374.1 RP11-407P2.1 chr12 116755395 116755874 - -ENSG00000201382.1 RNU6-558P chr12 116782105 116782208 + -ENSG00000275467.1 RP11-240G22.4 chr12 116801023 116801477 + -ENSG00000135116.9 HRK chr12 116856144 116881441 - -ENSG00000240100.1 RP11-240G22.1 chr12 116908312 116908627 + -ENSG00000174989.12 FBXW8 chr12 116910956 117031148 + -ENSG00000274554.1 RP11-240G22.5 chr12 116948738 116951422 - -ENSG00000257279.1 RP11-231I16.1 chr12 116977442 116987337 - -ENSG00000277840.1 RP11-103B5.4 chr12 117002463 117003152 + -ENSG00000088992.17 TESC chr12 117038923 117099479 - -ENSG00000258285.1 TESC-AS1 chr12 117099481 117142091 + -ENSG00000135108.14 FBXO21 chr12 117141988 117190531 - -ENSG00000089250.18 NOS1 chr12 117208142 117452170 - -ENSG00000257465.2 TCEB1P32 chr12 117245551 117246164 - -ENSG00000281291.1 AC068799.1 chr12 117278268 117278361 - -ENSG00000255686.1 RP11-227B21.2 chr12 117453012 117456986 + -ENSG00000171435.13 KSR2 chr12 117453012 117968983 - -ENSG00000281843.1 AC079127.1 chr12 117557441 117557571 + -ENSG00000256071.1 RP11-465L8.1 chr12 117889454 117891008 + -ENSG00000111445.13 RFC5 chr12 118013588 118033130 + -ENSG00000277873.1 RP11-33N14.3 chr12 118024817 118025518 - -ENSG00000176871.8 WSB2 chr12 118032694 118062430 - -ENSG00000276292.1 RP11-33N14.5 chr12 118037869 118038081 + -ENSG00000176834.13 VSIG10 chr12 118063593 118136026 - -ENSG00000274859.1 RP11-136L23.2 chr12 118066398 118066725 + -ENSG00000089220.4 PEBP1 chr12 118135858 118145584 + -ENSG00000135090.13 TAOK3 chr12 118149801 118372945 - -ENSG00000221280.2 AC026366.1 chr12 118166799 118166875 + -ENSG00000240342.3 RPS2P5 chr12 118246084 118246962 + -ENSG00000278227.1 AC026367.1 chr12 118368464 118368558 + -ENSG00000270482.1 RP11-131L12.2 chr12 118375350 118376275 - -ENSG00000111707.11 SUDS3 chr12 118376380 118418031 + -ENSG00000275759.1 RP11-131L12.3 chr12 118428281 118428870 + -ENSG00000275409.1 RP11-131L12.4 chr12 118430147 118430699 + -ENSG00000255714.1 RP11-121J20.1 chr12 118645315 118648724 - -ENSG00000241590.1 RPL17P37 chr12 118737964 118738511 - -ENSG00000256750.1 RP11-3L23.2 chr12 118758754 118761679 - -ENSG00000255618.1 RP11-357K6.1 chr12 118773032 118775137 - -ENSG00000255814.1 RP11-357K6.2 chr12 118818804 118833536 - -ENSG00000199809.1 RNA5SP374 chr12 118829681 118829805 + -ENSG00000256149.1 RP11-357K6.3 chr12 118849354 118908930 - -ENSG00000201042.1 SNORA38 chr12 118888434 118888564 - -ENSG00000139767.8 SRRM4 chr12 118981495 119163051 + -ENSG00000244112.3 RN7SL508P chr12 118993857 118994159 + -ENSG00000256031.1 RP11-364C11.3 chr12 119000776 119001842 + -ENSG00000257095.1 RP11-364C11.2 chr12 119031039 119116961 - -ENSG00000256884.1 RP11-64B16.3 chr12 119174065 119176484 - -ENSG00000152137.6 HSPB8 chr12 119178642 119221131 + -ENSG00000256609.1 RP11-64B16.4 chr12 119182048 119183259 - -ENSG00000213144.2 RP11-64B16.2 chr12 119194850 119195394 + -ENSG00000256311.1 RP11-64B16.5 chr12 119225834 119259017 - -ENSG00000281196.1 LINC00934 chr12 119283825 119303380 - -ENSG00000183273.6 CCDC60 chr12 119334712 119541047 + -ENSG00000248636.6 RP11-768F21.1 chr12 119387987 119668079 - -ENSG00000222647.1 AC002070.1 chr12 119580792 119580895 + -ENSG00000224982.3 TMEM233 chr12 119593459 119643066 + -ENSG00000252886.1 RN7SKP197 chr12 119631090 119631386 - -ENSG00000111725.10 PRKAB1 chr12 119667753 119681630 + -ENSG00000122966.13 CIT chr12 119685790 119877291 - -ENSG00000255692.1 RP1-127H14.3 chr12 119699768 119701011 + -ENSG00000221323.1 MIR1178 chr12 119713634 119713724 - -ENSG00000279777.1 AC004813.1 chr12 119918001 119918375 + -ENSG00000226729.3 RPL35AP30 chr12 119959424 119959754 + -ENSG00000135127.11 CCDC64 chr12 119989869 120094494 + -ENSG00000278250.1 Metazoa_SRP chr12 120018900 120019261 + -ENSG00000255575.1 RP1-267D11.1 chr12 120057035 120057180 + -ENSG00000111737.11 RAB35 chr12 120095095 120117502 - -ENSG00000277283.1 RP1-267D11.6 chr12 120116907 120119000 + -ENSG00000089154.10 GCN1L1 chr12 120127203 120194710 - -ENSG00000266704.1 MIR4498 chr12 120155434 120155499 - -ENSG00000263913.1 AC004812.1 chr12 120172039 120172126 - -ENSG00000089157.15 RPLP0 chr12 120196686 120201235 - -ENSG00000255857.5 PXN-AS1 chr12 120201291 120213138 + -ENSG00000089159.15 PXN chr12 120210439 120265771 - -ENSG00000275936.1 RP1-278C19.8 chr12 120224744 120225421 + -ENSG00000240925.1 RPS20P31 chr12 120247460 120247791 + -ENSG00000123009.4 NME2P1 chr12 120282303 120282716 + -ENSG00000202538.1 RNU4-2 chr12 120291763 120291903 - -ENSG00000200795.1 RNU4-1 chr12 120293097 120293237 - -ENSG00000089163.4 SIRT4 chr12 120302316 120313249 + -ENSG00000252659.1 RNU6-1088P chr12 120313238 120313341 - -ENSG00000170890.13 PLA2G1B chr12 120322111 120327789 - -ENSG00000135097.6 MSI1 chr12 120341330 120369180 - -ENSG00000239881.1 RPS27P25 chr12 120369440 120371688 + -ENSG00000256695.1 RP1-166H1.2 chr12 120389546 120395994 + -ENSG00000111775.2 COX6A1 chr12 120438090 120440742 + -ENSG00000111780.8 AL021546.6 chr12 120438198 120460006 + -ENSG00000170855.3 TRIAP1 chr12 120443961 120446412 - -ENSG00000257218.5 GATC chr12 120446438 120463749 + -ENSG00000219355.2 RPL31P52 chr12 120450437 120450803 - -ENSG00000111786.8 SRSF9 chr12 120461668 120469793 - -ENSG00000088986.10 DYNLL1 chr12 120469850 120498493 + -ENSG00000248008.2 NRAV chr12 120490328 120495940 - -ENSG00000278344.1 RP11-18C24.8 chr12 120500735 120501090 - -ENSG00000110871.14 COQ5 chr12 120503274 120534434 - -ENSG00000222601.1 Y_RNA chr12 120504571 120504659 - -ENSG00000241030.1 RPL29P24 chr12 120522664 120523443 - -ENSG00000022840.15 RNF10 chr12 120533480 120577594 + -ENSG00000167272.10 POP5 chr12 120578764 120581398 - -ENSG00000242137.1 RPL11P5 chr12 120594015 120594548 - -ENSG00000256008.2 RP11-728G15.1 chr12 120629611 120641591 - -ENSG00000157782.9 CABP1 chr12 120640552 120667324 + -ENSG00000110917.7 MLEC chr12 120686869 120701864 + -ENSG00000256364.1 RP11-173P15.3 chr12 120697124 120699541 - -ENSG00000277423.1 RP11-173P15.9 chr12 120703867 120704282 + -ENSG00000276188.1 RP11-173P15.10 chr12 120709112 120709523 + -ENSG00000175970.8 UNC119B chr12 120710435 120723640 + -ENSG00000256569.1 RP11-173P15.5 chr12 120721507 120723639 - -ENSG00000265455.1 MIR4700 chr12 120723193 120723266 + -ENSG00000122971.8 ACADS chr12 120725735 120740008 + -ENSG00000255946.1 RP11-173P15.7 chr12 120740470 120761592 - -ENSG00000157837.15 SPPL3 chr12 120762510 120904371 - -ENSG00000213137.3 ARF1P2 chr12 120845110 120845647 - -ENSG00000231313.2 CLIC1P1 chr12 120914400 120915123 + -ENSG00000244585.1 RPL12P33 chr12 120916745 120917236 + -ENSG00000241388.4 HNF1A-AS1 chr12 120941728 120980965 - -ENSG00000135100.17 HNF1A chr12 120978543 121002512 + -ENSG00000157895.11 C12orf43 chr12 121000486 121016502 - -ENSG00000135114.12 OASL chr12 121019111 121039242 - -ENSG00000256963.1 RP11-216P16.4 chr12 121079842 121080124 + -ENSG00000279001.1 RP11-216P16.5 chr12 121096027 121096429 - -ENSG00000201945.1 SNORA70 chr12 121107043 121107174 + -ENSG00000223538.2 RP11-216P16.6 chr12 121107220 121107490 + -ENSG00000089041.16 P2RX7 chr12 121132819 121188032 + -ENSG00000257053.1 Z98941.1 chr12 121149010 121149109 + -ENSG00000274029.1 RP11-340F14.6 chr12 121190868 121191518 + -ENSG00000135124.14 P2RX4 chr12 121209857 121234106 + -ENSG00000110931.18 CAMKK2 chr12 121237691 121298308 - -ENSG00000089053.12 ANAPC5 chr12 121308245 121399896 - -ENSG00000258435.1 RP11-711D18.2 chr12 121391962 121399859 + -ENSG00000170633.16 RNF34 chr12 121400041 121430623 + -ENSG00000089094.16 KDM2B chr12 121429097 121581015 - -ENSG00000277819.1 MIR7107 chr12 121444273 121444352 - -ENSG00000256742.1 RP13-941N14.1 chr12 121580792 121593504 + -ENSG00000252393.1 RNU6-1004P chr12 121604902 121605012 + -ENSG00000276045.1 ORAI1 chr12 121626550 121642677 + -ENSG00000139714.12 MORN3 chr12 121648742 121672631 - -ENSG00000188735.12 TMEM120B chr12 121712752 121783001 + -ENSG00000139725.7 RHOF chr12 121777754 121803403 - -ENSG00000212694.8 LINC01089 chr12 121795267 121803906 - -ENSG00000272849.1 RP11-347I19.8 chr12 121797511 121801972 + -ENSG00000274292.1 RP11-347I19.7 chr12 121800797 121803403 + -ENSG00000139718.10 SETD1B chr12 121804180 121832584 + -ENSG00000158104.11 HPD chr12 121839527 121863596 - -ENSG00000256811.1 RP11-7M8.2 chr12 121856259 121857059 + -ENSG00000278084.1 RP11-87C12.6 chr12 121874193 121874337 + -ENSG00000110801.13 PSMD9 chr12 121888731 121918297 + -ENSG00000256950.2 RP11-87C12.2 chr12 121888809 121921470 + -ENSG00000239082.1 RNU7-170P chr12 121908103 121908163 + -ENSG00000158023.9 WDR66 chr12 121917862 122003927 + -ENSG00000255856.2 RP11-87C12.5 chr12 122007434 122020063 - -ENSG00000110987.8 BCL7A chr12 122019422 122062044 + -ENSG00000256546.1 AC156455.1 chr12 122063306 122068616 + -ENSG00000175727.13 MLXIP chr12 122078722 122147347 + -ENSG00000158113.12 LRRC43 chr12 122167738 122203471 + -ENSG00000204671.1 IL31 chr12 122172030 122174199 - -ENSG00000176383.8 B3GNT4 chr12 122203543 122208952 + -ENSG00000184047.15 DIABLO chr12 122207662 122227534 - -ENSG00000256861.1 RP11-512M8.5 chr12 122207779 122266423 - -ENSG00000139719.9 VPS33A chr12 122229564 122266521 - -ENSG00000280389.1 RP11-512M8.11 chr12 122255119 122260274 - -ENSG00000130779.19 CLIP1 chr12 122271432 122422632 - -ENSG00000256304.1 CCDC150P1 chr12 122322122 122324336 - -ENSG00000214760.2 RPL21P1 chr12 122364780 122365629 + -ENSG00000257097.1 CLIP1-AS1 chr12 122395542 122400857 + -ENSG00000033030.13 ZCCHC8 chr12 122471600 122501073 - -ENSG00000252192.1 SNORA9 chr12 122492113 122492241 - -ENSG00000275265.1 RP11-15J22.8 chr12 122501187 122501641 + -ENSG00000111011.17 RSRC2 chr12 122503458 122527000 - -ENSG00000184445.11 KNTC1 chr12 122527246 122626396 + -ENSG00000255972.1 RP11-324E6.8 chr12 122563735 122563762 - -ENSG00000274191.1 RP11-324E6.10 chr12 122634130 122634673 + -ENSG00000256249.1 RP11-324E6.6 chr12 122687125 122715979 + -ENSG00000182782.7 HCAR2 chr12 122701293 122703343 - -ENSG00000255398.2 HCAR3 chr12 122714756 122716892 - -ENSG00000196917.5 HCAR1 chr12 122726076 122730843 - -ENSG00000256044.1 RP11-324E6.4 chr12 122749481 122749586 - -ENSG00000139726.10 DENR chr12 122752774 122771064 + -ENSG00000206914.1 Y_RNA chr12 122768099 122768200 + -ENSG00000130783.13 CCDC62 chr12 122774327 122827528 + -ENSG00000130787.13 HIP1R chr12 122834453 122862960 + -ENSG00000139722.6 VPS37B chr12 122865328 122896444 - -ENSG00000256152.2 RP11-463O12.3 chr12 122865335 122867021 + -ENSG00000280138.1 RP11-463O12.5 chr12 122870059 122888720 - -ENSG00000150967.17 ABCB9 chr12 122920951 122981649 - -ENSG00000111325.16 OGFOD2 chr12 122974580 122980043 + -ENSG00000256028.2 RP11-197N18.2 chr12 122975320 122982907 + -ENSG00000182196.13 ARL6IP4 chr12 122980060 122982913 + -ENSG00000090975.12 PITPNM2 chr12 122983480 123150015 - -ENSG00000265526.1 MIR4304 chr12 123010667 123010728 - -ENSG00000251497.2 RP11-197N18.7 chr12 123081384 123084744 + -ENSG00000280381.1 RP11-197N18.8 chr12 123087256 123092821 - -ENSG00000051825.14 MPHOSPH9 chr12 123152320 123244014 - -ENSG00000280120.1 RP11-546D6.3 chr12 123152324 123153377 - -ENSG00000130921.7 C12orf65 chr12 123232916 123257959 + -ENSG00000235423.8 RP11-282O18.3 chr12 123252030 123261483 - -ENSG00000111328.6 CDK2AP1 chr12 123260971 123272334 - -ENSG00000269980.1 RP11-282O18.7 chr12 123262060 123262402 + -ENSG00000199845.1 RNA5SP375 chr12 123282916 123283034 - -ENSG00000139697.11 SBNO1 chr12 123289109 123364843 - -ENSG00000207189.1 Y_RNA chr12 123348999 123349100 - -ENSG00000256092.2 RP13-942N8.1 chr12 123363868 123366113 + -ENSG00000277700.1 MIR8072 chr12 123364764 123364843 - -ENSG00000183955.12 SETD8 chr12 123383773 123409358 + -ENSG00000150977.10 RILPL2 chr12 123410683 123436717 - -ENSG00000270445.1 RP11-972P1.8 chr12 123441517 123441852 - -ENSG00000184209.14 SNRNP35 chr12 123457641 123473154 + -ENSG00000188026.11 RILPL1 chr12 123470054 123533718 - -ENSG00000280328.1 RP11-972P1.7 chr12 123472200 123476093 - -ENSG00000274427.1 RP11-972P1.10 chr12 123515275 123515513 - -ENSG00000278112.1 RP11-972P1.11 chr12 123519390 123519856 - -ENSG00000266655.1 MIR3908 chr12 123536409 123536534 + -ENSG00000247373.3 RP11-486O12.2 chr12 123575891 123585115 - -ENSG00000086598.10 TMED2 chr12 123584531 123598577 + -ENSG00000111364.15 DDX55 chr12 123602077 123620941 + -ENSG00000206897.1 SNORA9 chr12 123616708 123616840 + -ENSG00000111361.12 EIF2B1 chr12 123620406 123633766 - -ENSG00000111358.13 GTF2H3 chr12 123633739 123662606 + -ENSG00000279953.1 RP11-338K17.5 chr12 123649068 123650485 + -ENSG00000278861.1 RP11-338K17.6 chr12 123655528 123656128 + -ENSG00000168778.11 TCTN2 chr12 123671113 123708403 + -ENSG00000255839.1 RP11-338K17.8 chr12 123707602 123708386 - -ENSG00000185344.13 ATP6V0A2 chr12 123712318 123761755 + -ENSG00000239215.1 RPL27P12 chr12 123721246 123721639 - -ENSG00000280300.1 RP11-338K17.10 chr12 123754246 123754794 - -ENSG00000197653.14 DNAH10 chr12 123762188 123936206 + -ENSG00000119242.8 CCDC92 chr12 123918660 123972831 - -ENSG00000270028.1 RP11-380L11.4 chr12 123925461 123926083 - -ENSG00000250091.2 DNAH10OS chr12 123926424 123934984 - -ENSG00000270130.1 RP11-214K3.23 chr12 123960717 123961244 - -ENSG00000270048.1 RP11-214K3.22 chr12 123962555 123962817 - -ENSG00000269997.1 RP11-214K3.21 chr12 123966077 123966629 - -ENSG00000269938.1 RP11-214K3.20 chr12 123968023 123968579 - -ENSG00000270061.1 RP11-214K3.19 chr12 123969990 123970344 - -ENSG00000270095.1 RP11-214K3.18 chr12 123971457 123971714 - -ENSG00000179195.15 ZNF664 chr12 123971845 124015439 + -ENSG00000178882.13 FAM101A chr12 123973215 124316024 + -ENSG00000274874.1 RP11-214K3.25 chr12 123973944 124088594 + -ENSG00000256827.1 RP11-214K3.5 chr12 124005871 124006225 - -ENSG00000275389.1 RP11-214K3.24 chr12 124085761 124088598 + -ENSG00000256596.1 RP11-522N14.2 chr12 124206228 124209018 + -ENSG00000196498.13 NCOR2 chr12 124324415 124567589 - -ENSG00000275967.1 MIR6880 chr12 124337181 124337242 - -ENSG00000255965.1 RP11-408I18.9 chr12 124383381 124383510 + -ENSG00000214650.2 RP11-83B20.1 chr12 124513222 124514813 + -ENSG00000279527.1 RP11-83B20.2 chr12 124529722 124530228 - -ENSG00000279071.1 RP11-83B20.3 chr12 124537844 124539677 + -ENSG00000280354.1 RP11-83B20.4 chr12 124542503 124542873 + -ENSG00000279121.1 RP11-83B20.5 chr12 124555905 124556432 + -ENSG00000279334.1 RP11-83B20.6 chr12 124561869 124562283 + -ENSG00000280097.1 RP11-83B20.7 chr12 124593181 124593691 - -ENSG00000278973.1 RP11-83B20.9 chr12 124622290 124623069 - -ENSG00000280444.1 RP11-83B20.8 chr12 124623391 124623987 + -ENSG00000279087.1 RP11-83B20.10 chr12 124637999 124638444 - -ENSG00000279931.1 RP11-13J12.2 chr12 124725524 124725934 + -ENSG00000073060.15 SCARB1 chr12 124776856 124882668 - -ENSG00000252008.1 RNU6-927P chr12 124901512 124901611 + -ENSG00000150991.14 UBC chr12 124911604 124917368 - -ENSG00000265345.1 MIR5188 chr12 124915547 124915659 + -ENSG00000241129.3 RPL22P19 chr12 124935455 124935895 - -ENSG00000150990.7 DHX37 chr12 124946825 124989122 - -ENSG00000184992.10 BRI3BP chr12 124993700 125031231 + -ENSG00000280634.1 THRIL chr12 125025434 125027410 - -ENSG00000256093.1 RP11-158L12.2 chr12 125056359 125056581 - -ENSG00000081760.16 AACS chr12 125065379 125143333 + -ENSG00000279233.1 RP11-158L12.4 chr12 125138245 125141711 + -ENSG00000256814.1 RP11-158L12.5 chr12 125150058 125151394 + -ENSG00000280117.1 RP11-158L12.6 chr12 125160525 125164918 + -ENSG00000139364.10 TMEM132B chr12 125186836 125662377 + -ENSG00000279462.1 RP11-604N13.1 chr12 125300936 125301917 + -ENSG00000280125.1 RP4-800O15.1 chr12 125808668 125809808 + -ENSG00000280415.1 RP4-800O15.2 chr12 125858862 125861119 + -ENSG00000271184.1 RP4-800O15.3 chr12 125900421 125901483 - -ENSG00000249267.6 LINC00939 chr12 125958688 125983374 - -ENSG00000256276.1 RP5-916L7.2 chr12 125983702 125986234 + -ENSG00000275212.1 RP3-446N13.5 chr12 126032995 126043485 + -ENSG00000256342.1 RP3-446N13.1 chr12 126095992 126103935 + -ENSG00000280364.1 RP3-446N13.2 chr12 126106459 126107047 - -ENSG00000280398.1 RP3-446N13.3 chr12 126130166 126130865 - -ENSG00000280272.1 RP3-446N13.4 chr12 126141952 126142377 + -ENSG00000256763.1 RP1-116K23.1 chr12 126168235 126171666 + -ENSG00000255778.1 RP4-765H13.1 chr12 126191378 126225314 + -ENSG00000257061.1 RP4-809F18.2 chr12 126358034 126358896 + -ENSG00000255595.1 RP4-809F18.1 chr12 126359302 126361065 + -ENSG00000256494.1 RP5-944M2.1 chr12 126400792 126405528 - -ENSG00000256927.1 RP5-944M2.2 chr12 126425990 126434008 + -ENSG00000214043.7 RP5-944M2.3 chr12 126442481 126472790 + -ENSG00000256125.1 RP5-944M2.4 chr12 126458462 126458792 - -ENSG00000255853.1 RP11-407A16.1 chr12 126510910 126511711 - -ENSG00000256310.1 NDUFA5P6 chr12 126524248 126524626 + -ENSG00000256732.1 RP11-407A16.3 chr12 126610034 126690318 - -ENSG00000255900.1 RP11-407A16.8 chr12 126616344 126616554 - -ENSG00000255944.1 RP11-407A16.4 chr12 126628172 126690322 - -ENSG00000278866.1 RP11-407A16.6 chr12 126675895 126676243 - -ENSG00000279171.1 RP11-407A16.5 chr12 126677262 126677806 + -ENSG00000255998.1 RP11-407A16.7 chr12 126690479 126695832 + -ENSG00000189238.5 LINC00943 chr12 126726270 126746252 + -ENSG00000256128.5 LINC00944 chr12 126729787 126772411 - -ENSG00000255923.1 RP11-983C2.1 chr12 126864465 126865422 + -ENSG00000249873.6 RP11-983C2.2 chr12 126869490 126874690 - -ENSG00000256286.1 RP11-983C2.3 chr12 126874821 126876232 + -ENSG00000257021.1 HSPE1P20 chr12 126912034 126912322 + -ENSG00000249345.6 RP11-575F12.1 chr12 126915203 127060401 - -ENSG00000256001.1 RP11-575F12.2 chr12 127145072 127146532 - -ENSG00000278266.1 RP11-575F12.3 chr12 127147149 127150081 + -ENSG00000239776.2 AC079949.1 chr12 127166071 127166127 - -ENSG00000256292.1 RP11-955H22.1 chr12 127274467 127284283 - -ENSG00000256496.1 RP11-955H22.4 chr12 127317709 127319986 - -ENSG00000253089.1 RNU1-104P chr12 127321355 127321529 + -ENSG00000256362.1 RP11-955H22.3 chr12 127324155 127340072 - -ENSG00000256502.1 RP11-955H22.2 chr12 127344258 127344402 - -ENSG00000280024.1 RP11-367G12.1 chr12 127372243 127372669 + -ENSG00000279952.1 RP11-483I24.1 chr12 127462507 127463197 + -ENSG00000255945.1 RP11-351O2.1 chr12 127598168 127599715 + -ENSG00000199584.1 Y_RNA chr12 127619336 127619447 - -ENSG00000257035.1 RP11-351O2.2 chr12 127624153 127626267 + -ENSG00000256022.5 RP11-526P6.1 chr12 127631248 127636467 - -ENSG00000256922.1 RP11-749H20.1 chr12 127793527 127821183 - -ENSG00000279475.1 RP11-749H20.2 chr12 127825938 127826286 - -ENSG00000255757.1 RP11-749H20.3 chr12 127876999 127877516 - -ENSG00000256597.2 FLJ37505 chr12 127881617 127898639 + -ENSG00000256193.5 LINC00507 chr12 127915372 127951552 + -ENSG00000256971.1 LINC00508 chr12 127940595 127950160 - -ENSG00000256643.1 RP11-349K16.1 chr12 128023788 128027166 - -ENSG00000256551.1 RP13-653N12.1 chr12 128086985 128118132 - -ENSG00000256659.1 RP13-653N12.2 chr12 128118217 128121952 + -ENSG00000276487.1 RP11-417O18.2 chr12 128187934 128191389 - -ENSG00000265061.1 MIR4419B chr12 128244506 128244573 + -ENSG00000181234.9 TMEM132C chr12 128267403 128707915 + -ENSG00000279180.1 RP11-417O18.1 chr12 128288159 128289056 + -ENSG00000265635.1 MIR3612 chr12 128294092 128294178 + -ENSG00000257025.1 RP11-553N19.1 chr12 128399978 128404814 + -ENSG00000256630.1 RP11-428I12.1 chr12 128437778 128439206 - -ENSG00000221749.1 AC107020.1 chr12 128669880 128669974 - -ENSG00000139370.10 SLC15A4 chr12 128793191 128823983 - -ENSG00000279500.1 RP11-21K12.2 chr12 128813186 128814750 - -ENSG00000274695.1 RP11-21K12.3 chr12 128826836 128827579 + -ENSG00000151948.11 GLT1D1 chr12 128853427 128984968 + -ENSG00000255838.1 RP11-753B7.2 chr12 128944274 128945203 - -ENSG00000256581.1 NLRP9P chr12 129013336 129016663 + -ENSG00000151952.14 TMEM132D chr12 129071725 129903666 - -ENSG00000249196.6 RP11-669N7.2 chr12 129109629 129113294 + -ENSG00000277217.1 uc_338 chr12 129170092 129170238 - -ENSG00000256699.1 RP11-669N7.3 chr12 129208601 129212662 + -ENSG00000280051.1 RP11-206B11.1 chr12 129262345 129262824 + -ENSG00000256085.1 RP11-337L12.1 chr12 129521303 129522763 - -ENSG00000256137.1 RP11-174M13.2 chr12 129681427 129698227 - -ENSG00000280196.1 RP11-572C21.2 chr12 129839928 129840522 - -ENSG00000251536.2 RP11-572C21.1 chr12 129852208 129854944 - -ENSG00000261650.1 RP11-474D1.4 chr12 130024493 130044956 - -ENSG00000214039.8 RP11-474D1.3 chr12 130033454 130045057 - -ENSG00000256298.1 RP11-474D1.1 chr12 130047132 130048376 + -ENSG00000256906.1 RP11-474D1.2 chr12 130070325 130072685 + -ENSG00000279193.1 RP11-143E21.2 chr12 130121925 130122974 - -ENSG00000276122.1 RP11-143E21.3 chr12 130138693 130140768 + -ENSG00000250208.6 FZD10-AS1 chr12 130144315 130162256 - -ENSG00000280405.1 RP11-143E21.4 chr12 130144954 130145691 + -ENSG00000111432.4 FZD10 chr12 130162459 130165740 + -ENSG00000242963.1 RP11-143E21.1 chr12 130216807 130217157 - -ENSG00000259862.1 RP11-143E21.6 chr12 130249679 130266725 + -ENSG00000125207.7 PIWIL1 chr12 130337887 130372637 + -ENSG00000279343.1 RP11-200K12.3 chr12 130350996 130351707 - -ENSG00000279478.1 RP11-200K12.2 chr12 130383364 130383890 + -ENSG00000060709.13 RIMBP2 chr12 130396137 130716281 - -ENSG00000256064.1 RP11-117L5.4 chr12 130419535 130421019 - -ENSG00000279905.1 RP11-117L5.1 chr12 130425004 130430661 + -ENSG00000279146.1 RP11-117L5.3 chr12 130465008 130466315 - -ENSG00000256725.1 RP11-662M24.2 chr12 130628316 130716281 - -ENSG00000256343.7 RP11-662M24.1 chr12 130651371 130669233 + -ENSG00000279650.1 RP11-989F5.4 chr12 130775694 130776546 - -ENSG00000111450.13 STX2 chr12 130789600 130839266 - -ENSG00000256250.1 RP11-989F5.1 chr12 130810606 130812438 + -ENSG00000256299.1 RP11-989F5.3 chr12 130810821 130812622 - -ENSG00000222438.1 RNU6-1077P chr12 130869736 130869837 - -ENSG00000132341.11 RAN chr12 130871879 130877678 + -ENSG00000206850.1 Y_RNA chr12 130906838 130906949 + -ENSG00000111452.12 ADGRD1 chr12 130953907 131141469 + -ENSG00000279940.1 RP11-243M5.5 chr12 130956384 130958031 - -ENSG00000279976.1 RP11-243M5.4 chr12 130962175 130963028 + -ENSG00000280200.1 RP11-243M5.2 chr12 130976786 130978812 + -ENSG00000256204.1 RP11-243M5.1 chr12 130977562 130978768 + -ENSG00000279581.1 RP11-243M5.3 chr12 130980667 130981367 - -ENSG00000280002.1 RP11-76C10.6 chr12 130988312 130990028 - -ENSG00000256151.1 RP11-76C10.5 chr12 130990138 130993976 - -ENSG00000279128.1 RP11-76C10.4 chr12 131022769 131024741 - -ENSG00000279993.1 RP11-76C10.3 chr12 131025561 131028060 - -ENSG00000256810.1 RP11-76C10.2 chr12 131030570 131035487 - -ENSG00000204603.6 LINC01257 chr12 131165011 131212931 + -ENSG00000280217.1 RP11-638F5.2 chr12 131235511 131237523 + -ENSG00000226356.2 RPS6P20 chr12 131292068 131293176 - -ENSG00000279746.1 RP11-495K9.2 chr12 131295522 131298218 + -ENSG00000248703.2 RP11-495K9.3 chr12 131296110 131297972 - -ENSG00000212251.1 RNA5SP376 chr12 131299640 131299751 - -ENSG00000230294.4 RP13-507P19.2 chr12 131347470 131367555 + -ENSG00000256484.1 RP13-507P19.1 chr12 131366660 131371059 + -ENSG00000280319.1 RP11-897M7.3 chr12 131436447 131436960 + -ENSG00000275232.1 RP11-897M7.4 chr12 131447337 131455436 - -ENSG00000256209.1 RP11-897M7.1 chr12 131469311 131492951 - -ENSG00000279388.1 RP11-897M7.2 chr12 131478844 131483034 - -ENSG00000280698.1 AC073578.1 chr12 131500849 131500961 - -ENSG00000255704.1 RP11-292I17.1 chr12 131596857 131597115 - -ENSG00000279455.1 RP11-495K9.10 chr12 131620178 131620765 - -ENSG00000256258.1 RP11-495K9.9 chr12 131621891 131623203 - -ENSG00000279153.1 RP11-495K9.8 chr12 131645918 131646444 + -ENSG00000256424.1 RP11-495K9.7 chr12 131647113 131648121 - -ENSG00000212154.1 RNA5SP377 chr12 131661063 131661174 + -ENSG00000249926.2 RP11-495K9.6 chr12 131662596 131664704 + -ENSG00000243499.1 RPS6P21 chr12 131667492 131668246 + -ENSG00000061936.9 SFSWAP chr12 131711081 131799737 + -ENSG00000255933.1 RP11-495K9.5 chr12 131756966 131758047 - -ENSG00000200516.1 RNA5SP378 chr12 131801315 131801434 - -ENSG00000200483.1 RNU6-1017P chr12 131815263 131815368 - -ENSG00000198598.6 MMP17 chr12 131828393 131851783 + -ENSG00000256955.2 RP11-417L19.2 chr12 131857420 131864538 + -ENSG00000177169.9 ULK1 chr12 131894651 131923167 + -ENSG00000279283.1 RP11-417L19.5 chr12 131896500 131898239 + -ENSG00000255992.1 RP11-417L19.4 chr12 131924736 131929351 - -ENSG00000177192.13 PUS1 chr12 131929200 131945896 + -ENSG00000273568.1 RP11-417L19.6 chr12 131934642 131934928 + -ENSG00000183495.13 EP400 chr12 131949920 132081102 + -ENSG00000271905.1 AC137590.1 chr12 132001690 132001775 - -ENSG00000208892.1 SNORA49 chr12 132031224 132031359 + -ENSG00000257000.1 RP13-820C6.2 chr12 132077803 132080460 - -ENSG00000274670.1 RP13-820C6.4 chr12 132083540 132083779 - -ENSG00000185684.12 EP400NL chr12 132084283 132131639 + -ENSG00000279640.1 RP13-977J11.6 chr12 132100013 132100820 - -ENSG00000256804.1 RP13-977J11.5 chr12 132126461 132126764 - -ENSG00000185163.9 DDX51 chr12 132136594 132144335 - -ENSG00000184967.6 NOC4L chr12 132144448 132152473 + -ENSG00000276693.1 RP13-977J11.9 chr12 132169823 132170043 + -ENSG00000256576.2 RP13-977J11.2 chr12 132186735 132189695 - -ENSG00000256312.1 RP13-977J11.8 chr12 132190213 132190997 + -ENSG00000182870.12 GALNT9 chr12 132196372 132329349 - -ENSG00000279480.1 RP13-977J11.3 chr12 132200436 132201287 + -ENSG00000256943.1 RP13-895J2.2 chr12 132275391 132278329 + -ENSG00000256542.2 RP13-895J2.3 chr12 132277349 132280900 + -ENSG00000278872.1 RP13-895J2.4 chr12 132279256 132280900 - -ENSG00000277011.1 RP13-895J2.6 chr12 132282814 132284606 + -ENSG00000255916.1 RP13-895J2.7 chr12 132329850 132331575 + -ENSG00000279113.1 RP13-895J2.8 chr12 132332005 132332432 + -ENSG00000279704.1 RP13-895J2.9 chr12 132351855 132352322 + -ENSG00000279023.1 RP13-895J2.10 chr12 132360734 132361198 + -ENSG00000280150.1 RP13-895J2.11 chr12 132362810 132363348 + -ENSG00000274373.1 RP13-714J12.1 chr12 132424504 132425208 - -ENSG00000256783.1 RP11-503G7.1 chr12 132457160 132460024 + -ENSG00000256875.2 RP11-503G7.2 chr12 132462242 132462856 + -ENSG00000112787.12 FBRSL1 chr12 132489551 132585188 + -ENSG00000280287.1 RP13-554M15.7 chr12 132550729 132554947 + -ENSG00000279700.1 RP13-554M15.2 chr12 132565071 132566425 + -ENSG00000277052.1 MIR6763 chr12 132581997 132582061 + -ENSG00000277186.1 RP13-554M15.8 chr12 132593031 132593698 - -ENSG00000204583.9 LRCOL1 chr12 132603150 132610543 - -ENSG00000187848.12 P2RX2 chr12 132618780 132622386 + -ENSG00000280311.1 RP13-554M15.5 chr12 132621999 132622973 - -ENSG00000177084.16 POLE chr12 132623753 132687365 - -ENSG00000176894.9 PXMP2 chr12 132687606 132704991 + -ENSG00000256632.3 RP13-672B3.2 chr12 132688049 132714912 + -ENSG00000247077.6 PGAM5 chr12 132710819 132722734 + -ENSG00000201469.1 RNA5SP379 chr12 132723945 132724057 - -ENSG00000176915.14 ANKLE2 chr12 132725503 132761888 - -ENSG00000256108.1 RP13-672B3.5 chr12 132745156 132745729 + -ENSG00000090615.12 GOLGA3 chr12 132768909 132828858 - -ENSG00000072609.17 CHFR chr12 132822187 132956304 - -ENSG00000232888.4 RPS11P5 chr12 132825701 132826184 + -ENSG00000252079.1 RNU6-327P chr12 132835374 132835500 - -ENSG00000278949.1 RP11-46H11.11 chr12 132865855 132867958 - -ENSG00000236617.2 RP11-46H11.12 chr12 132887842 132888583 + -ENSG00000255703.1 RP11-46H11.2 chr12 132899984 132900368 + -ENSG00000250790.4 RP11-46H11.3 chr12 132911470 132914732 + -ENSG00000196458.10 ZNF605 chr12 132918308 132956306 - -ENSG00000256563.2 NANOGNBP2 chr12 132972338 132972890 - -ENSG00000198393.7 ZNF26 chr12 132986365 133032952 + -ENSG00000252269.1 RNU4ATAC12P chr12 132995190 132995302 - -ENSG00000246394.7 RP11-386I8.6 chr12 133030389 133037222 - -ENSG00000255807.1 PTP4A1P2 chr12 133033503 133033956 + -ENSG00000198040.10 ZNF84 chr12 133037292 133063304 + -ENSG00000279466.1 RP11-386I8.5 chr12 133073516 133073983 - -ENSG00000279817.1 RP11-386I8.4 chr12 133077762 133078392 - -ENSG00000196387.9 ZNF140 chr12 133079838 133107544 + -ENSG00000281302.1 Y_RNA chr12 133087513 133087615 - -ENSG00000214029.4 ZNF891 chr12 133106817 133130473 - -ENSG00000271963.1 CTD-2140B24.6 chr12 133115692 133122340 + -ENSG00000240991.3 RPL23AP67 chr12 133125479 133125952 + -ENSG00000256223.5 ZNF10 chr12 133130575 133159465 + -ENSG00000256825.4 CTD-2140B24.4 chr12 133130984 133202369 + -ENSG00000090612.20 ZNF268 chr12 133181409 133214831 + -ENSG00000255919.1 AC226150.3 chr12 133217210 133217675 - -ENSG00000227059.6 ANHX chr12 133218312 133236095 - -ENSG00000239190.1 RNU6-717P chr12 133238335 133238438 - -ENSG00000238443.1 Y_RNA chr12 133238455 133238549 + -ENSG00000279924.1 RP11-341D18.2 chr13 18174010 18178465 - -ENSG00000279516.1 FAM230C chr13 18195297 18232024 + -ENSG00000279081.1 AL356585.2 chr13 18206570 18207469 - -ENSG00000280208.1 RP11-341D18.4 chr13 18253526 18270822 - -ENSG00000279124.1 RP11-341D18.5 chr13 18279320 18309934 - -ENSG00000216097.3 AL356585.1 chr13 18282729 18282822 - -ENSG00000279730.2 RP11-341D18.7 chr13 18297554 18298733 + -ENSG00000279231.1 RP11-341D18.6 chr13 18331933 18348596 + -ENSG00000268486.5 ABC7-42418200C9.1 chr13 18408806 18431605 + -ENSG00000276183.1 U6 chr13 18418526 18418632 + -ENSG00000215604.3 ZNF962P chr13 18467172 18485448 - -ENSG00000270496.1 BNIP3P7 chr13 18491904 18492419 + -ENSG00000231238.1 LINC00349 chr13 18540497 18550697 + -ENSG00000233905.1 LONRF2P2 chr13 18609132 18609702 + -ENSG00000229788.1 LINC00388 chr13 18610298 18611675 - -ENSG00000277682.1 AL359737.1 chr13 18629193 18629278 + -ENSG00000235876.2 FEM1AP4 chr13 18665235 18667221 + -ENSG00000231914.1 LINC00387 chr13 18672827 18676163 + -ENSG00000226361.5 TERF1P5 chr13 18680494 18681700 + -ENSG00000228797.2 FAM207BP chr13 18697003 18697507 + -ENSG00000230931.2 GXYLT1P1 chr13 18724415 18724904 - -ENSG00000204718.3 CNN2P12 chr13 18726706 18727414 + -ENSG00000227784.1 ZNF965P chr13 18734080 18734896 + -ENSG00000244155.1 CYP4F34P chr13 18741730 18742718 - -ENSG00000227568.1 SNX18P26 chr13 18807279 18808018 - -ENSG00000225016.1 LINC00328-2P chr13 18809830 18810048 + -ENSG00000206192.7 ANKRD20A9P chr13 18816718 18871967 - -ENSG00000242756.2 RHOT1P3 chr13 18837768 18838098 - -ENSG00000223024.1 RNU6-55P chr13 18869185 18869291 - -ENSG00000206787.1 RNU6-76P chr13 18880054 18880157 + -ENSG00000235500.2 SNX19P2 chr13 18892260 18895230 - -ENSG00000226250.1 LINC00408 chr13 18905439 18907810 + -ENSG00000231358.2 RP11-442J17.3 chr13 18921889 18923765 - -ENSG00000226057.6 PHF2P2 chr13 18946755 19062718 - -ENSG00000232685.4 LINC00442 chr13 19008259 19012559 + -ENSG00000229375.1 USP24P1 chr13 19015487 19019336 - -ENSG00000187721.8 GTF2IP3 chr13 19026001 19032626 - -ENSG00000226619.1 RP11-301J16.7 chr13 19027837 19028701 + -ENSG00000252287.1 RNA5SP24 chr13 19088487 19088581 + -ENSG00000224778.1 CENPIP1 chr13 19126399 19139611 + -ENSG00000234894.1 RP11-408E5.6 chr13 19151554 19152307 - -ENSG00000229147.1 SMPD4P2 chr13 19152567 19171194 - -ENSG00000278337.1 RP11-408E5.8 chr13 19172773 19172925 + -ENSG00000198033.11 TUBA3C chr13 19173770 19181852 - -ENSG00000121388.5 RP11-408E5.4 chr13 19185225 19187349 + -ENSG00000227879.2 PSPC1P1 chr13 19201637 19227432 - -ENSG00000232243.1 RP11-408E5.5 chr13 19262797 19263873 - -ENSG00000237636.2 ANKRD26P3 chr13 19290593 19344825 - -ENSG00000215349.2 MRPL3P1 chr13 19304593 19305625 - -ENSG00000236834.1 LINC00421 chr13 19345049 19346749 + -ENSG00000224976.2 PARP4P2 chr13 19349137 19407962 + -ENSG00000231184.3 FAM58DP chr13 19382454 19383072 + -ENSG00000229791.1 RP11-385E5.5 chr13 19408042 19409529 - -ENSG00000237164.1 SLC25A15P2 chr13 19411231 19416188 + -ENSG00000132958.17 TPTE2 chr13 19422877 19536762 - -ENSG00000223625.1 CYCSP32 chr13 19458398 19458718 - -ENSG00000232894.1 MRPS31P2 chr13 19552571 19570288 - -ENSG00000215572.2 ESRRAP1 chr13 19560013 19561269 - -ENSG00000238132.2 CASC4P1 chr13 19563589 19564900 - -ENSG00000225316.1 LINC00350 chr13 19587118 19588350 + -ENSG00000196199.13 MPHOSPH8 chr13 19633681 19673459 + -ENSG00000226352.2 RP11-523H24.3 chr13 19674624 19675884 + -ENSG00000121390.17 PSPC1 chr13 19674752 19783019 - -ENSG00000275014.1 RN7SL166P chr13 19736975 19737254 - -ENSG00000233469.1 ST6GALNAC4P1 chr13 19818121 19818619 - -ENSG00000132950.18 ZMYM5 chr13 19823482 19863636 - -ENSG00000223576.2 RP11-61K9.2 chr13 19841827 19843672 + -ENSG00000275964.1 RP11-61K9.3 chr13 19863858 19865048 + -ENSG00000266230.1 AL591925.1 chr13 19930804 19930891 - -ENSG00000121741.16 ZMYM2 chr13 19958670 20091829 + -ENSG00000237672.1 KRR1P1 chr13 20070250 20072136 - -ENSG00000279951.1 RP11-264J4.8 chr13 20092632 20094144 + -ENSG00000236076.1 LINC01072 chr13 20102701 20103230 + -ENSG00000121743.3 GJA3 chr13 20138255 20161049 - -ENSG00000226633.2 PPIAP28 chr13 20178978 20179462 - -ENSG00000260131.1 LINC00556 chr13 20181531 20181942 + -ENSG00000165474.5 GJB2 chr13 20187470 20192898 - -ENSG00000279065.1 RP11-264J4.10 chr13 20194412 20196005 + -ENSG00000121742.15 GJB6 chr13 20221971 20232395 - -ENSG00000165475.13 CRYL1 chr13 20403667 20525857 - -ENSG00000263978.1 MIR4499 chr13 20433778 20433846 - -ENSG00000277020.4 RP11-476H16.1 chr13 20564708 20567045 - -ENSG00000032742.17 IFT88 chr13 20567069 20691437 + -ENSG00000276024.1 AL590096.1 chr13 20575758 20575835 - -ENSG00000238286.1 SLC35E1P1 chr13 20607268 20608131 + -ENSG00000222726.1 RNU2-7P chr13 20612161 20612338 + -ENSG00000278291.1 RP11-172H24.4 chr13 20699307 20703718 - -ENSG00000172458.4 IL17D chr13 20702127 20723098 + -ENSG00000279135.1 RP11-261P13.5 chr13 20712431 20714146 + -ENSG00000150456.10 N6AMT2 chr13 20728731 20773958 - -ENSG00000233524.1 RANP8 chr13 20747035 20748057 - -ENSG00000275485.1 RP11-261P13.6 chr13 20768876 20769375 - -ENSG00000132953.16 XPO4 chr13 20777329 20903048 - -ENSG00000236704.1 CNOT4P1 chr13 20921664 20923233 - -ENSG00000233780.3 HNRNPA1P30 chr13 20938564 20949599 - -ENSG00000234363.1 PPIAP27 chr13 20956179 20956443 - -ENSG00000213621.3 RPSAP54 chr13 20961310 20962195 + -ENSG00000150457.8 LATS2 chr13 20973032 21061547 - -ENSG00000280785.1 U6 chr13 20999367 20999467 - -ENSG00000233851.1 LATS2-AS1 chr13 21005157 21018122 + -ENSG00000201821.1 RNU4-9P chr13 21038529 21038667 - -ENSG00000180172.6 RPS12P23 chr13 21094318 21094714 - -ENSG00000225585.1 IPPKP1 chr13 21103003 21104371 - -ENSG00000275689.1 FAS-AS1 chr13 21126271 21126396 - -ENSG00000252128.1 SNORD27 chr13 21139886 21139957 - -ENSG00000150459.12 SAP18 chr13 21140514 21149084 + -ENSG00000165480.15 SKA3 chr13 21153595 21176602 - -ENSG00000173141.4 MRPL57 chr13 21176645 21179084 + -ENSG00000271250.1 RP11-101P17.14 chr13 21216555 21216660 + -ENSG00000233405.1 LINC01046 chr13 21234568 21235204 + -ENSG00000235438.7 ESRRAP2 chr13 21260015 21295003 + -ENSG00000277077.1 RP11-101P17.15 chr13 21287634 21287828 - -ENSG00000233325.3 MIPEPP3 chr13 21298139 21306373 + -ENSG00000224429.7 LINC00539 chr13 21303515 21348721 - -ENSG00000215571.5 GRK6P1 chr13 21319156 21320866 + -ENSG00000235076.2 GAPDHP52 chr13 21358373 21359314 + -ENSG00000222747.1 RNA5SP25 chr13 21369790 21369899 - -ENSG00000180776.15 ZDHHC20 chr13 21372573 21459370 - -ENSG00000236953.1 ZDHHC20-IT1 chr13 21376977 21377874 - -ENSG00000226908.1 HIST1H2BPS3 chr13 21483834 21484174 - -ENSG00000165487.13 MICU2 chr13 21492691 21604214 - -ENSG00000230022.1 FNTAP2 chr13 21530690 21531323 + -ENSG00000207518.1 RNU6-59P chr13 21551304 21551410 - -ENSG00000226525.5 RPS7P10 chr13 21628413 21629015 - -ENSG00000102678.6 FGF9 chr13 21671383 21704498 + -ENSG00000244197.3 RN7SL766P chr13 21790537 21790845 + -ENSG00000226722.3 LINC00424 chr13 21872770 21878160 - -ENSG00000276476.2 LINC00540 chr13 22040975 22276524 + -ENSG00000237175.1 NME1P1 chr13 22099163 22099544 - -ENSG00000226118.1 MTND3P1 chr13 22113119 22113338 - -ENSG00000279282.1 AL354828.1 chr13 22663953 22679652 + -ENSG00000280175.1 AL354828.2 chr13 22664217 22675253 - -ENSG00000232187.1 FTH1P7 chr13 22696023 22696574 - -ENSG00000225777.1 DDX39AP1 chr13 22704739 22706206 - -ENSG00000253094.1 SNORD36 chr13 22803145 22803224 + -ENSG00000237952.1 RPL7AP73 chr13 22803296 22803648 + -ENSG00000226507.1 IPMKP1 chr13 22837026 22837880 - -ENSG00000231650.1 RFESDP1 chr13 22850101 22850561 + -ENSG00000229556.2 RP11-363G2.4 chr13 22851773 22854138 + -ENSG00000240341.2 AL162853.1 chr13 22879125 22879199 - -ENSG00000262619.1 LINC00621 chr13 22894656 22916369 - -ENSG00000230535.1 BASP1P1 chr13 22897341 22898005 - -ENSG00000234685.1 NUS1P2 chr13 22915651 22916523 + -ENSG00000262198.1 RP11-124N19.3 chr13 22918591 22924602 + -ENSG00000223116.1 AL157931.1 chr13 22977855 22977997 - -ENSG00000233440.2 HMGA1P6 chr13 23134174 23134564 + -ENSG00000207157.1 RNY3P4 chr13 23152586 23152686 - -ENSG00000229483.2 LINC00362 chr13 23169835 23170597 - -ENSG00000102683.7 SGCG chr13 23180952 23325165 + -ENSG00000252952.1 RNU6-58P chr13 23217432 23217534 - -ENSG00000235205.1 TATDN2P3 chr13 23243520 23247184 + -ENSG00000236803.1 SDAD1P4 chr13 23267506 23269150 + -ENSG00000151835.13 SACS chr13 23328823 23433728 - -ENSG00000232163.2 RPLP1P13 chr13 23373423 23374061 + -ENSG00000229558.2 SACS-AS1 chr13 23418971 23428869 + -ENSG00000232977.6 LINC00327 chr13 23466571 23487464 + -ENSG00000227893.1 LINC00352 chr13 23498796 23502874 + -ENSG00000127863.15 TNFRSF19 chr13 23570370 23676104 + -ENSG00000281906.1 AL161422.1 chr13 23698747 23698815 - -ENSG00000027001.9 MIPEP chr13 23730189 23889419 - -ENSG00000232102.1 MTCO3P2 chr13 23765934 23766104 - -ENSG00000205861.11 C1QTNF9B-AS1 chr13 23888889 23897263 + -ENSG00000205863.9 C1QTNF9B chr13 23891099 23902655 - -ENSG00000196593.9 ANKRD20A19P chr13 23939557 23946782 - -ENSG00000273167.1 RP11-307N16.6 chr13 23979700 24321031 + -ENSG00000182957.15 SPATA13 chr13 23979805 24307074 + -ENSG00000228741.2 SPATA13 chr13 23979810 24035027 + -ENSG00000225674.1 IPO7P2 chr13 24122065 24123814 - -ENSG00000252695.1 MIR2276 chr13 24162416 24162504 + -ENSG00000227213.1 SPATA13-AS1 chr13 24252749 24254439 - -ENSG00000240654.6 C1QTNF9 chr13 24307166 24322535 + -ENSG00000240868.1 C1QTNF9-AS1 chr13 24315725 24321598 - -ENSG00000281899.1 C1QTNF9B-AS1 chr13 24321126 24321428 - -ENSG00000277040.1 RP11-307N16.7 chr13 24323021 24323457 + -ENSG00000234627.3 NUS1P3 chr13 24328211 24329072 + -ENSG00000261498.1 LINC00566 chr13 24331450 24337121 + -ENSG00000233545.1 CYCSP33 chr13 24400703 24401029 + -ENSG00000205822.10 TPTE2P6 chr13 24408157 24597676 + -ENSG00000102699.5 PARP4 chr13 24420926 24512810 - -ENSG00000266216.1 AL359538.2 chr13 24555228 24555313 - -ENSG00000244615.1 PSPC1P2 chr13 24566843 24570728 + -ENSG00000243008.2 RP11-556N21.1 chr13 24566873 24597676 + -ENSG00000211508.1 AL359538.1 chr13 24609079 24609175 + -ENSG00000075673.11 ATP12A chr13 24680411 24712493 + -ENSG00000207474.1 RNY1P7 chr13 24703556 24703665 - -ENSG00000225404.2 RPL26P34 chr13 24704338 24704788 - -ENSG00000231417.2 IRX1P1 chr13 24742677 24746184 + -ENSG00000226695.1 ANKRD20A10P chr13 24750657 24752171 - -ENSG00000132972.18 RNF17 chr13 24764152 24879921 + -ENSG00000151849.14 CENPJ chr13 24882284 24922889 - -ENSG00000253771.5 TPTE2P1 chr13 24924677 24968487 - -ENSG00000273628.1 RP11-756A22.7 chr13 24933006 24936796 + -ENSG00000251299.1 SLC25A15P3 chr13 24943575 24944498 + -ENSG00000232858.1 RPL34P27 chr13 24988577 24988925 - -ENSG00000269099.2 LSP1P1 chr13 25017404 25017536 + -ENSG00000276958.1 RP11-458I4.2 chr13 25017766 25017903 - -ENSG00000151846.8 PABPC3 chr13 25095868 25099254 + -ENSG00000279695.1 RP11-165I9.10 chr13 25141536 25141809 + -ENSG00000165566.12 AMER2 chr13 25161684 25172288 - -ENSG00000234056.1 LINC00463 chr13 25172828 25180079 - -ENSG00000238169.1 LINC01053 chr13 25181441 25189760 + -ENSG00000279550.1 RP11-165I9.9 chr13 25190063 25190317 - -ENSG00000225105.2 LINC01076 chr13 25193107 25210295 - -ENSG00000235315.2 RPL23AP69 chr13 25206049 25206506 + -ENSG00000139505.11 MTMR6 chr13 25246201 25288009 - -ENSG00000221324.1 AL590787.1 chr13 25246531 25246615 + -ENSG00000260509.2 RP11-271M24.2 chr13 25300124 25301438 - -ENSG00000139496.15 NUPL1 chr13 25301524 25349800 + -ENSG00000234152.1 TCEB2P1 chr13 25365799 25366155 - -ENSG00000132932.16 ATP8A2 chr13 25372071 26025851 + -ENSG00000199767.1 RNU6-78P chr13 25517119 25517225 + -ENSG00000180803.3 RP11-467D10.2 chr13 25863250 25863667 - -ENSG00000242381.3 RN7SL741P chr13 25944478 25944766 + -ENSG00000281497.1 AL138815.1 chr13 25944606 25944673 + -ENSG00000223158.1 RNY1P3 chr13 25950704 25950821 - -ENSG00000180730.4 SHISA2 chr13 26044597 26051031 - -ENSG00000231983.1 LINC00415 chr13 26052276 26053385 - -ENSG00000233963.1 ATP8A2P3 chr13 26114409 26154175 - -ENSG00000234706.1 PRUNEP1 chr13 26117548 26118964 - -ENSG00000127870.16 RNF6 chr13 26132115 26222493 - -ENSG00000277368.1 RP11-380N8.7 chr13 26222191 26222654 + -ENSG00000271559.1 RP11-380N8.6 chr13 26229332 26229644 - -ENSG00000227882.1 PRKRIRP6 chr13 26234213 26237129 + -ENSG00000132964.11 CDK8 chr13 26254104 26405238 + -ENSG00000278413.1 uc_338 chr13 26359529 26359702 - -ENSG00000132970.12 WASF3 chr13 26557703 26688948 + -ENSG00000234031.1 RPS3AP44 chr13 26576886 26577675 + -ENSG00000237001.6 WASF3-AS1 chr13 26606544 26641364 - -ENSG00000132975.7 GPR12 chr13 26755200 26760785 - -ENSG00000230256.1 FGFR1OP2P1 chr13 26905362 26905861 + -ENSG00000223782.1 RPS21P8 chr13 26977543 26977789 + -ENSG00000218198.3 RPS20P32 chr13 27017554 27017909 - -ENSG00000152484.13 USP12 chr13 27066142 27171896 - -ENSG00000278496.1 RP11-144H23.2 chr13 27077218 27077962 + -ENSG00000232162.1 USP12-AS1 chr13 27162855 27169135 + -ENSG00000230641.1 USP12-AS2 chr13 27172259 27182998 + -ENSG00000275294.4 RP11-428O18.6 chr13 27178263 27251288 - -ENSG00000234772.1 LINC00412 chr13 27236282 27236811 - -ENSG00000122026.10 RPL21 chr13 27251309 27256691 + -ENSG00000207500.1 SNORD102 chr13 27255064 27255135 + -ENSG00000207051.1 SNORA27 chr13 27255401 27255526 + -ENSG00000122035.6 RASL11A chr13 27270327 27273690 + -ENSG00000221756.1 AL159977.1 chr13 27320013 27320159 + -ENSG00000252247.2 RNU6-70P chr13 27343687 27343746 - -ENSG00000229609.1 LINC01079 chr13 27373348 27374366 + -ENSG00000201242.1 RNY1P1 chr13 27402476 27402587 - -ENSG00000122034.12 GTF3A chr13 27424544 27435823 + -ENSG00000122033.14 MTIF3 chr13 27435643 27450591 - -ENSG00000252499.1 RNU6-63P chr13 27488138 27488232 + -ENSG00000139517.7 LNX2 chr13 27545911 27620404 - -ENSG00000186184.15 POLR1D chr13 27620742 27667415 + -ENSG00000273552.1 RP11-87C7.3 chr13 27667540 27680566 - -ENSG00000226703.1 NPM1P4 chr13 27696393 27697204 - -ENSG00000169840.4 GSX1 chr13 27792643 27794768 + -ENSG00000207330.1 RNU6-73P chr13 27828763 27828869 + -ENSG00000247381.2 PDX1-AS1 chr13 27833444 27921404 - -ENSG00000139515.5 PDX1 chr13 27920020 27926231 + -ENSG00000180389.6 ATP5EP2 chr13 27945206 27945590 + -ENSG00000260704.1 LINC00543 chr13 27953526 27955370 + -ENSG00000165556.9 CDX2 chr13 27962137 27971139 - -ENSG00000183463.5 URAD chr13 27977714 27988654 - -ENSG00000242360.3 RN7SL272P chr13 27989296 27989584 - -ENSG00000122025.14 FLT3 chr13 28003274 28100592 - -ENSG00000271026.1 KATNBL1P1 chr13 28067587 28068334 + -ENSG00000235115.3 CHCHD2P8 chr13 28107431 28107877 + -ENSG00000261485.1 PAN3-AS1 chr13 28136843 28138193 - -ENSG00000152520.13 PAN3 chr13 28138506 28295335 + -ENSG00000232587.1 EEF1A1P3 chr13 28214513 28215897 + -ENSG00000200840.1 RNU6-82P chr13 28232501 28232607 + -ENSG00000102755.10 FLT1 chr13 28300344 28495128 - -ENSG00000279393.1 RP11-95G6.1 chr13 28495633 28497267 + -ENSG00000235472.1 EIF4A1P7 chr13 28598833 28600052 + -ENSG00000273964.1 Y_RNA chr13 28629794 28629883 + -ENSG00000132963.7 POMP chr13 28659104 28678925 + -ENSG00000139508.14 SLC46A3 chr13 28700064 28718970 - -ENSG00000202237.1 RNU6-53P chr13 28703702 28703807 - -ENSG00000233588.1 CYP51A1P2 chr13 28722386 28724021 - -ENSG00000277227.1 RP11-161P17.2 chr13 28778224 28778448 - -ENSG00000236339.1 POM121L13P chr13 28778558 28778937 + -ENSG00000132938.18 MTUS2 chr13 28820348 29505947 + -ENSG00000221670.1 AL596092.1 chr13 29222562 29222641 + -ENSG00000236758.5 MTUS2-AS2 chr13 29239379 29250554 - -ENSG00000223460.1 GAPDHP69 chr13 29306778 29307785 + -ENSG00000270680.1 RP11-351N4.4 chr13 29339566 29339869 - -ENSG00000179141.9 MTUS2-AS1 chr13 29476515 29490105 - -ENSG00000139514.12 SLC7A1 chr13 29509410 29595688 - -ENSG00000122042.9 UBL3 chr13 29764371 29850684 - -ENSG00000277180.1 AL139188.1 chr13 29864111 29864187 - -ENSG00000278172.1 Metazoa_SRP chr13 29864372 29864629 - -ENSG00000236258.1 TIMM8BP1 chr13 29865959 29866169 - -ENSG00000224329.2 LINC00297 chr13 29872613 29888405 - -ENSG00000224405.1 LINC00572 chr13 29918647 29926651 - -ENSG00000122043.10 LINC00544 chr13 29935905 29950488 + -ENSG00000266505.1 RP11-629E24.2 chr13 30022021 30023800 - -ENSG00000224511.1 LINC00365 chr13 30103178 30108875 - -ENSG00000232117.1 LINC00384 chr13 30151886 30159621 - -ENSG00000232643.1 LINC00385 chr13 30154066 30154586 + -ENSG00000279499.1 RP11-490N5.3 chr13 30196443 30196881 - -ENSG00000102781.13 KATNAL1 chr13 30202630 30307484 - -ENSG00000266816.1 AL356750.1 chr13 30206616 30206699 - -ENSG00000252928.1 RNU6-64P chr13 30281765 30281869 + -ENSG00000215049.3 PRDX2P1 chr13 30296147 30296735 + -ENSG00000236463.1 LINC00427 chr13 30316360 30319903 - -ENSG00000238121.5 LINC00426 chr13 30340270 30377145 - -ENSG00000279149.1 RP11-374F3.5 chr13 30344672 30347167 + -ENSG00000225039.1 LINC01058 chr13 30419519 30422237 - -ENSG00000236444.3 UBE2L5P chr13 30427991 30428455 + -ENSG00000189403.14 HMGB1 chr13 30456704 30617597 - -ENSG00000213411.2 RBM22P2 chr13 30539597 30543461 - -ENSG00000232489.1 MFAP1P1 chr13 30541643 30542897 - -ENSG00000224117.1 PTPN2P2 chr13 30553670 30554693 + -ENSG00000132952.11 USPL1 chr13 30617693 30660770 + -ENSG00000275788.1 Metazoa_SRP chr13 30684029 30684278 - -ENSG00000132965.9 ALOX5AP chr13 30713478 30764426 + -ENSG00000237879.1 LINC00398 chr13 30803206 30810645 + -ENSG00000224743.6 TEX26-AS1 chr13 30881933 30933846 - -ENSG00000236094.1 LINC00545 chr13 30882551 30883395 + -ENSG00000102802.9 MEDAG chr13 30906191 30925572 + -ENSG00000175664.9 TEX26 chr13 30932703 30975502 + -ENSG00000238185.1 RP11-252M21.6 chr13 30973289 30977623 - -ENSG00000230403.1 LINC01066 chr13 30995162 30996138 - -ENSG00000231894.2 WDR95P chr13 31063306 31115699 + -ENSG00000120694.19 HSPH1 chr13 31134974 31162388 - -ENSG00000187676.7 B3GLCT chr13 31199936 31332276 + -ENSG00000229427.1 ANKRD26P4 chr13 31311289 31312921 + -ENSG00000278305.1 RP11-326L9.1 chr13 31419989 31437999 + -ENSG00000277319.1 RP11-326L9.2 chr13 31483414 31483699 - -ENSG00000133105.7 RXFP2 chr13 31739542 31803388 + -ENSG00000229715.4 EEF1DP3 chr13 31846841 31953472 + -ENSG00000279314.1 RP1-257C22.2 chr13 31960325 31961946 - -ENSG00000278732.1 Metazoa_SRP chr13 31975167 31975448 + -ENSG00000235822.1 LINC01073 chr13 31985685 31990997 + -ENSG00000237637.1 FRY-AS1 chr13 32025314 32031639 - -ENSG00000073910.19 FRY chr13 32031300 32299122 + -ENSG00000189167.11 ZAR1L chr13 32303700 32315344 - -ENSG00000139618.14 BRCA2 chr13 32315474 32400266 + -ENSG00000215515.2 IFIT1P1 chr13 32384660 32386108 + -ENSG00000139597.16 N4BP2L1 chr13 32400723 32428178 - -ENSG00000212293.1 SNORA16 chr13 32420390 32420516 - -ENSG00000270008.1 RP11-298P3.4 chr13 32425358 32432954 - -ENSG00000244754.8 N4BP2L2 chr13 32432417 32538885 - -ENSG00000229800.1 ATP8A2P2 chr13 32477274 32478841 + -ENSG00000281026.1 N4BP2L2-IT2 chr13 32504506 32509395 - -ENSG00000083642.18 PDS5B chr13 32586427 32778019 + -ENSG00000207325.1 RNY1P4 chr13 32763438 32763552 - -ENSG00000277151.1 RP11-380B4.3 chr13 32782874 32788178 + -ENSG00000226968.1 LINC00423 chr13 32877431 32911650 - -ENSG00000227604.3 TOMM22P3 chr13 32954057 32954401 - -ENSG00000133116.7 KL chr13 33016433 33066145 + -ENSG00000221677.2 AL161898.1 chr13 33041352 33041443 + -ENSG00000133121.20 STARD13 chr13 33103135 33350630 - -ENSG00000230300.1 STARD13-IT1 chr13 33158587 33164409 - -ENSG00000236581.8 STARD13-AS chr13 33180401 33281584 + -ENSG00000277160.1 AL139187.1 chr13 33203171 33203223 + -ENSG00000227911.3 RP11-141M1.1 chr13 33333679 33335277 - -ENSG00000277386.1 RP11-141M1.4 chr13 33336216 33336716 - -ENSG00000264288.1 AL138999.1 chr13 33336883 33336972 - -ENSG00000230490.2 RP11-141M1.3 chr13 33355206 33676768 - -ENSG00000277992.1 AL139383.1 chr13 33378468 33378566 - -ENSG00000234535.1 RP11-37L2.1 chr13 33610967 33611522 + -ENSG00000232986.1 RP11-179A7.2 chr13 33657436 33659928 + -ENSG00000133119.12 RFC3 chr13 33818049 33966558 + -ENSG00000252397.1 RNU5A-4P chr13 33829539 33829649 - -ENSG00000276672.1 RP11-142E9.1 chr13 33846190 33850825 + -ENSG00000263663.1 AL161891.1 chr13 33911992 33912081 + -ENSG00000280431.1 RP11-218I21.2 chr13 34079411 34080134 + -ENSG00000227254.1 VDAC1P12 chr13 34082429 34083310 - -ENSG00000199196.1 SNORA25 chr13 34100711 34100838 - -ENSG00000278477.1 RP11-282M24.1 chr13 34262863 34263090 + -ENSG00000271850.1 RP11-16D22.2 chr13 34348043 34614170 + -ENSG00000225179.1 LINC00457 chr13 34435450 34640685 - -ENSG00000271901.1 RP11-266E6.3 chr13 34545929 34671182 - -ENSG00000231910.1 GAMTP2 chr13 34574204 34574666 - -ENSG00000273886.1 Metazoa_SRP chr13 34910545 34910815 - -ENSG00000261728.1 RP11-307O13.1 chr13 34925834 34928076 - -ENSG00000172915.18 NBEA chr13 34942287 35673022 + -ENSG00000232795.1 SCAND3P1 chr13 35185294 35186679 + -ENSG00000234835.1 PHBP13 chr13 35251070 35251829 + -ENSG00000180660.7 MAB21L1 chr13 35474182 35477209 - -ENSG00000221519.2 AL390071.1 chr13 35494428 35494519 + -ENSG00000236036.1 LINC00445 chr13 35697524 35699256 + -ENSG00000133083.14 DCLK1 chr13 35768652 36131306 - -ENSG00000120669.15 SOHLH2 chr13 36168208 36214615 - -ENSG00000250709.1 CCDC169-SOHLH2 chr13 36168794 36297842 - -ENSG00000242715.7 CCDC169 chr13 36222008 36297840 - -ENSG00000207203.1 RNU6-71P chr13 36267168 36267274 + -ENSG00000133104.12 SPG20 chr13 36301638 36370180 - -ENSG00000120664.10 SPG20-AS1 chr13 36346431 36369601 + -ENSG00000266047.1 AL139377.1 chr13 36355791 36355878 + -ENSG00000133101.9 CCNA1 chr13 36431520 36442882 + -ENSG00000223383.1 HIST1H2APS6 chr13 36490078 36490441 - -ENSG00000180440.3 SERTM1 chr13 36673912 36697839 + -ENSG00000222602.1 AL136160.1 chr13 36728602 36728692 - -ENSG00000235306.2 GAPDHP34 chr13 36740041 36740863 + -ENSG00000223543.1 TCEAL4P1 chr13 36741878 36742465 - -ENSG00000215486.5 ARL2BPP3 chr13 36789332 36795050 + -ENSG00000271337.1 NDE1P2 chr13 36804198 36805302 - -ENSG00000133111.3 RFXAP chr13 36819224 36829104 + -ENSG00000120693.13 SMAD9 chr13 36844831 36920765 - -ENSG00000236711.2 SMAD9-IT1 chr13 36849366 36850046 - -ENSG00000228825.1 LAMTOR3P1 chr13 36922539 36922908 + -ENSG00000232378.1 RPL29P28 chr13 36926438 36927219 - -ENSG00000226161.1 EIF4A1P5 chr13 36938400 36939494 - -ENSG00000120697.8 ALG5 chr13 36949775 37000261 - -ENSG00000120699.12 EXOSC8 chr13 36998816 37009613 + -ENSG00000102710.19 SUPT20H chr13 37009312 37059713 - -ENSG00000279238.1 AL138706.2 chr13 37020528 37020772 + -ENSG00000221100.1 AL138706.1 chr13 37034677 37034792 - -ENSG00000180138.7 CSNK1A1L chr13 37103259 37105664 - -ENSG00000274549.1 RP11-676B18.2 chr13 37139176 37139585 - -ENSG00000279511.1 RP11-676B18.1 chr13 37142967 37146718 - -ENSG00000202395.1 RN7SKP1 chr13 37166352 37166658 - -ENSG00000230283.1 RPS12P24 chr13 37220860 37221246 - -ENSG00000230390.1 LINC01048 chr13 37481467 37484769 - -ENSG00000275226.1 LINC00547 chr13 37534940 37551536 + -ENSG00000133110.14 POSTN chr13 37562583 37598844 - -ENSG00000133107.14 TRPC4 chr13 37636636 37870425 - -ENSG00000199276.1 RNA5SP26 chr13 37854852 37854970 - -ENSG00000274317.1 RP11-93G5.1 chr13 37934565 38048169 + -ENSG00000228036.1 HSPD1P9 chr13 37993085 37994720 - -ENSG00000223685.5 LINC00571 chr13 38050817 38143232 - -ENSG00000120686.11 UFM1 chr13 38349849 38363619 + -ENSG00000279025.1 RP11-131P10.2 chr13 38372856 38373935 + -ENSG00000236354.1 LINC00437 chr13 38533343 38545299 - -ENSG00000229437.1 LINC00366 chr13 38576640 38578994 + -ENSG00000234701.1 PRDX3P3 chr13 38617419 38617940 - -ENSG00000150893.10 FREM2 chr13 38687129 38887131 + -ENSG00000252795.1 RNU6-56P chr13 38779424 38779516 + -ENSG00000212049.1 AL590007.1 chr13 38790644 38790754 + -ENSG00000225350.1 FREM2-AS1 chr13 38821798 38827570 - -ENSG00000225221.1 PLA2G12AP2 chr13 38902387 38902650 + -ENSG00000235550.1 ANKRD26P2 chr13 38922727 38936199 - -ENSG00000133115.11 STOML3 chr13 38965925 38991066 - -ENSG00000120685.19 PROSER1 chr13 39009866 39038076 - -ENSG00000188811.12 NHLRC3 chr13 39038306 39050109 + -ENSG00000273507.4 RP11-50D16.4 chr13 39053072 39221927 + -ENSG00000214823.3 NXT1P1 chr13 39169636 39169951 - -ENSG00000183722.7 LHFP chr13 39342892 39603528 - -ENSG00000216014.1 AL512505.1 chr13 39652578 39652669 + -ENSG00000133103.16 COG6 chr13 39655627 39791665 + -ENSG00000264171.1 MIR4305 chr13 39664034 39664135 - -ENSG00000200526.1 RNY4P14 chr13 39785415 39785510 - -ENSG00000224351.2 CDKN2AIPNLP3 chr13 39817741 39818049 - -ENSG00000270444.1 AZU1P1 chr13 39856710 39857094 - -ENSG00000212553.1 SNORD116 chr13 39857135 39857227 - -ENSG00000275149.1 RP11-427J23.1 chr13 40079106 40273509 - -ENSG00000230710.1 LINC00332 chr13 40181809 40189028 + -ENSG00000278772.1 LINC00548 chr13 40194509 40220502 - -ENSG00000280465.1 AL356217.1 chr13 40200007 40200122 - -ENSG00000271429.1 RPL17P51 chr13 40224625 40224862 - -ENSG00000207458.1 RNY3P9 chr13 40226827 40226932 + -ENSG00000230058.1 RP11-172E9.2 chr13 40343957 40350303 - -ENSG00000252812.1 RN7SKP2 chr13 40407122 40407440 - -ENSG00000215483.8 LINC00598 chr13 40450934 40535807 - -ENSG00000150907.6 FOXO1 chr13 40555667 40666597 - -ENSG00000229456.1 RLIMP1 chr13 40618738 40621348 + -ENSG00000211491.2 MIR320D1 chr13 40727828 40727875 - -ENSG00000102738.7 MRPS31 chr13 40729135 40771173 - -ENSG00000277794.1 Metazoa_SRP chr13 40730981 40731253 + -ENSG00000102743.14 SLC25A15 chr13 40789412 40810111 + -ENSG00000207652.1 MIR621 chr13 40810766 40810861 + -ENSG00000168852.12 TPTE2P5 chr13 40822296 40921749 - -ENSG00000176268.5 CYCSP34 chr13 40863599 40863902 - -ENSG00000239827.8 SUGT1P3 chr13 40882577 40921774 - -ENSG00000120690.13 ELF1 chr13 40931920 41061440 - -ENSG00000229473.2 RGS17P1 chr13 40992779 40993331 - -ENSG00000120688.8 WBP4 chr13 41061274 41084006 + -ENSG00000264226.1 MIR3168 chr13 41101019 41101100 - -ENSG00000244264.3 RN7SL597P chr13 41121876 41122171 + -ENSG00000165572.7 KBTBD6 chr13 41127569 41132746 - -ENSG00000278390.4 RP11-74J13.8 chr13 41132939 41236686 + -ENSG00000215482.3 CALM2P3 chr13 41170700 41171148 - -ENSG00000120696.8 KBTBD7 chr13 41189833 41194566 - -ENSG00000225133.1 MORF4L1P4 chr13 41199832 41200807 - -ENSG00000120662.15 MTRF1 chr13 41216369 41263577 - -ENSG00000277662.1 RP11-74J13.9 chr13 41229180 41229676 - -ENSG00000231404.2 RAC1P3 chr13 41287741 41288320 - -ENSG00000172766.18 NAA16 chr13 41311205 41377030 + -ENSG00000223280.1 RNU6-57P chr13 41354557 41354659 - -ENSG00000214222.2 TUBBP2 chr13 41384773 41385183 - -ENSG00000205240.4 OR7E36P chr13 41431248 41432201 - -ENSG00000234655.3 OR7E155P chr13 41439834 41440847 - -ENSG00000215480.4 OR7E37P chr13 41442770 41443666 + -ENSG00000263907.1 AL354833.1 chr13 41445291 41445367 + -ENSG00000263928.1 AL354833.2 chr13 41446057 41446125 - -ENSG00000264042.1 AL354833.3 chr13 41450012 41450099 + -ENSG00000102760.12 RGCC chr13 41457559 41470882 + -ENSG00000102763.15 VWA8 chr13 41566837 41961120 - -ENSG00000264190.1 MIR5006 chr13 41568286 41568395 - -ENSG00000241406.3 RN7SL515P chr13 41807677 41807973 + -ENSG00000280988.1 AL442203.1 chr13 41863393 41863477 - -ENSG00000206962.1 RNU6-74P chr13 41905118 41905224 + -ENSG00000229696.1 KARSP1 chr13 41925598 41927349 + -ENSG00000278338.4 VWA8-AS1 chr13 41955808 41981565 + -ENSG00000226093.1 RPS28P8 chr13 42003430 42003637 + -ENSG00000102780.16 DGKH chr13 42040036 42256578 + -ENSG00000231530.1 RP11-187A9.3 chr13 42043727 42044247 - -ENSG00000237263.1 MAPK6PS3 chr13 42068932 42071093 - -ENSG00000265679.1 AL139328.1 chr13 42172990 42173087 - -ENSG00000270809.1 CHCHD2P11 chr13 42181465 42181921 - -ENSG00000234213.1 FHP1 chr13 42255873 42256575 + -ENSG00000023516.8 AKAP11 chr13 42272153 42323267 + -ENSG00000233259.4 FABP3P2 chr13 42369259 42369657 - -ENSG00000120659.14 TNFSF11 chr13 42562736 42608013 + -ENSG00000179813.6 FAM216B chr13 42781550 42791549 + -ENSG00000271216.1 LINC01050 chr13 42810366 42812562 - -ENSG00000229546.1 LINC00428 chr13 42842414 42842887 - -ENSG00000133106.14 EPSTI1 chr13 42886388 42992271 - -ENSG00000238025.1 ZDHHC4P1 chr13 42933858 42934892 + -ENSG00000120675.5 DNAJC15 chr13 43023203 43114224 + -ENSG00000229928.1 LINC00400 chr13 43158631 43159466 + -ENSG00000276569.1 RP11-460G11.2 chr13 43179501 43181193 - -ENSG00000120658.12 ENOX1 chr13 43213518 43786908 - -ENSG00000273697.1 AL607148.1 chr13 43250061 43250120 - -ENSG00000232540.1 RPL36P19 chr13 43394525 43394825 + -ENSG00000238189.2 ENOX1-AS2 chr13 43458465 43459484 + -ENSG00000233821.1 ENOX1-AS1 chr13 43543918 43548056 + -ENSG00000270522.1 RP11-168P13.1 chr13 43787591 43787852 + -ENSG00000151773.12 CCDC122 chr13 43823909 43879727 - -ENSG00000274001.1 RP11-5G9.5 chr13 43877715 43878163 - -ENSG00000276108.1 AL512506.1 chr13 43878214 43878307 - -ENSG00000179630.10 LACC1 chr13 43879284 43893932 + -ENSG00000281883.1 RP11-65B7.2 chr13 43883800 44028526 + -ENSG00000280060.1 RP11-5G9.6 chr13 43894725 43895182 - -ENSG00000233725.7 LINC00284 chr13 43908669 44030461 + -ENSG00000179611.3 DGKZP1 chr13 43968424 43971199 + -ENSG00000226519.1 LINC00390 chr13 44106378 44137236 - -ENSG00000227258.5 SMIM2-AS1 chr13 44110451 44240517 + -ENSG00000139656.6 SMIM2 chr13 44143543 44161257 - -ENSG00000235285.1 SMIM2-IT1 chr13 44146470 44158222 - -ENSG00000276854.1 RP11-478K15.7 chr13 44196006 44197298 + -ENSG00000276319.1 MIR8079 chr13 44196129 44196200 - -ENSG00000230731.2 RP11-478K15.6 chr13 44234118 44243192 - -ENSG00000277831.1 RP11-269C23.5 chr13 44369365 44369877 - -ENSG00000151778.10 SERP2 chr13 44373665 44397714 + -ENSG00000237361.2 TUSC8 chr13 44400250 44405984 - -ENSG00000102804.14 TSC22D1 chr13 44432143 44577147 - -ENSG00000280357.1 RP11-269C23.4 chr13 44432144 44432678 + -ENSG00000225727.2 RP11-71C5.2 chr13 44437207 44452827 + -ENSG00000276862.1 AL139184.1 chr13 44442078 44442127 - -ENSG00000278156.1 TSC22D1-AS1 chr13 44575893 44580432 + -ENSG00000230793.1 SMARCE1P5 chr13 44594858 44596082 + -ENSG00000237585.1 LINC00407 chr13 44651812 44701016 + -ENSG00000276527.1 RP11-442J21.2 chr13 44684487 44715393 - -ENSG00000235097.1 LINC00330 chr13 44799503 44809630 - -ENSG00000083635.7 NUFIP1 chr13 44939249 44989483 - -ENSG00000223732.2 RP11-321C24.1 chr13 44982077 45083125 - -ENSG00000133114.17 GPALPP1 chr13 44989529 45037669 + -ENSG00000265802.2 RN7SL49P chr13 45002150 45002447 + -ENSG00000223341.1 RN7SKP3 chr13 45060729 45061086 + -ENSG00000188342.11 GTF2F2 chr13 45120515 45284909 + -ENSG00000271818.1 RN7SKP4 chr13 45123093 45123414 + -ENSG00000277358.1 RP11-321C24.4 chr13 45124015 45124143 - -ENSG00000180332.6 KCTD4 chr13 45192853 45194717 - -ENSG00000270381.1 RP11-290D2.5 chr13 45263690 45263915 + -ENSG00000221163.1 AL138963.1 chr13 45300014 45300100 - -ENSG00000133112.16 TPT1 chr13 45333471 45341370 - -ENSG00000253051.1 SNORA31 chr13 45336314 45336447 - -ENSG00000199477.1 SNORA31 chr13 45337480 45337609 - -ENSG00000273149.1 RP11-290D2.6 chr13 45340039 45341183 + -ENSG00000170919.15 TPT1-AS1 chr13 45341345 45393413 + -ENSG00000228886.1 RP11-290D2.3 chr13 45350323 45351350 + -ENSG00000214455.4 RCN1P2 chr13 45390353 45391267 - -ENSG00000174032.16 SLC25A30 chr13 45393316 45418455 - -ENSG00000251015.1 SLC25A30-AS1 chr13 45418162 45420371 + -ENSG00000229303.1 PPIAP25 chr13 45436121 45436660 + -ENSG00000136152.14 COG3 chr13 45464898 45536630 + -ENSG00000165837.11 ERICH6B chr13 45534522 45615739 - -ENSG00000200709.1 RNA5SP27 chr13 45551485 45551603 - -ENSG00000232786.1 TIMM9P3 chr13 45552863 45553136 - -ENSG00000228869.1 COX4I1P2 chr13 45671845 45672391 + -ENSG00000235366.2 LINC01055 chr13 45680184 45701184 - -ENSG00000237876.1 AKR1B1P4 chr13 45687548 45688469 - -ENSG00000174015.9 SPERT chr13 45702311 45714559 + -ENSG00000274357.1 Metazoa_SRP chr13 45732082 45732356 - -ENSG00000280848.1 AL139320.1 chr13 45732089 45732172 - -ENSG00000215475.4 SIAH3 chr13 45777243 45851736 - -ENSG00000281729.1 AL445232.1 chr13 45915083 45915153 + -ENSG00000123200.16 ZC3H13 chr13 45954465 46052759 - -ENSG00000235903.7 CPB2-AS1 chr13 46052806 46113332 + -ENSG00000080618.13 CPB2 chr13 46053186 46105076 - -ENSG00000278937.1 RP11-139H14.5 chr13 46117864 46122699 + -ENSG00000136167.13 LCP1 chr13 46125920 46211871 - -ENSG00000240767.3 RN7SL288P chr13 46169458 46169748 - -ENSG00000173988.12 LRRC63 chr13 46211943 46277366 + -ENSG00000252854.1 RN7SKP5 chr13 46249942 46250213 + -ENSG00000251106.1 FAM206BP chr13 46270077 46270617 + -ENSG00000261097.1 LINC00563 chr13 46296445 46297844 - -ENSG00000102445.18 KIAA0226L chr13 46342000 46438190 - -ENSG00000223336.1 RNU2-6P chr13 46374401 46374590 - -ENSG00000252385.1 RNU6-68P chr13 46410454 46410557 + -ENSG00000241353.3 PPP1R2P4 chr13 46437394 46437988 - -ENSG00000231817.7 LINC01198 chr13 46455135 46486506 - -ENSG00000227019.2 OR7E101P chr13 46460609 46461121 + -ENSG00000277228.1 RP11-189B4.7 chr13 46474246 46493268 + -ENSG00000205105.6 COX17P1 chr13 46490930 46491121 + -ENSG00000230243.1 FKBP1AP3 chr13 46505118 46505436 + -ENSG00000136141.14 LRCH1 chr13 46553168 46753040 + -ENSG00000278462.1 RP11-165D6.1 chr13 46717423 46717688 + -ENSG00000139684.13 ESD chr13 46771256 46797232 - -ENSG00000102468.10 HTR2A chr13 46831550 46897076 - -ENSG00000224517.6 HTR2A-AS1 chr13 46852143 46856299 + -ENSG00000234590.1 GNG5P5 chr13 47307082 47307301 + -ENSG00000244521.3 RN7SL700P chr13 47458941 47459234 - -ENSG00000234145.1 NAP1L4P3 chr13 47763460 47764606 + -ENSG00000229423.2 RPL27AP8 chr13 47766640 47767085 - -ENSG00000228573.1 RP11-279N8.1 chr13 47825330 47835956 - -ENSG00000234689.1 LINC00444 chr13 47905329 47907357 - -ENSG00000260388.2 LINC00562 chr13 47930153 47932622 - -ENSG00000136143.13 SUCLA2 chr13 47936487 48001326 - -ENSG00000227848.1 SUCLA2-AS1 chr13 48001389 48002552 + -ENSG00000136159.3 NUDT15 chr13 48037567 48047222 + -ENSG00000276968.1 RP11-90M2.5 chr13 48041751 48042184 - -ENSG00000136146.14 MED4 chr13 48053323 48095131 - -ENSG00000229111.1 MED4-AS1 chr13 48077137 48079991 + -ENSG00000224510.2 POLR2KP2 chr13 48134358 48134534 - -ENSG00000136156.12 ITM2B chr13 48233158 48270357 + -ENSG00000231473.2 LINC00441 chr13 48296513 48303661 - -ENSG00000139687.13 RB1 chr13 48303751 48481986 + -ENSG00000238086.5 PPP1R26P1 chr13 48316863 48320475 - -ENSG00000177197.7 PCNPP5 chr13 48328084 48328564 - -ENSG00000277684.1 RP11-305D15.8 chr13 48340797 48341330 - -ENSG00000139679.15 LPAR6 chr13 48389567 48444704 - -ENSG00000277233.1 Metazoa_SRP chr13 48429269 48429554 + -ENSG00000136161.12 RCBTB2 chr13 48488959 48533256 - -ENSG00000274929.1 RP11-165D7.5 chr13 48532013 48532599 - -ENSG00000233456.1 LINC01077 chr13 48570639 48573317 - -ENSG00000233610.1 LINC00462 chr13 48576974 48578088 - -ENSG00000152207.7 CYSLTR2 chr13 48653711 48711226 + -ENSG00000222391.1 AL137118.1 chr13 48752089 48752156 - -ENSG00000225131.2 PSME2P2 chr13 48771128 48771827 + -ENSG00000275202.1 RP11-156K23.3 chr13 48974967 48976867 - -ENSG00000102531.16 FNDC3A chr13 48975912 49209779 + -ENSG00000201662.1 RNU6-60P chr13 48987915 48988017 + -ENSG00000223724.1 RAD17P2 chr13 49044079 49046794 - -ENSG00000199788.1 RNY3P2 chr13 49095391 49095492 + -ENSG00000235957.1 COX7CP1 chr13 49187479 49187670 - -ENSG00000231665.1 OGFOD1P1 chr13 49210422 49212294 - -ENSG00000102539.5 MLNR chr13 49220338 49222377 + -ENSG00000274351.1 RP11-203I16.7 chr13 49232874 49234399 + -ENSG00000102543.14 CDADC1 chr13 49247925 49293485 + -ENSG00000102547.18 CAB39L chr13 49308650 49444126 - -ENSG00000136169.16 SETDB2 chr13 49444374 49495003 + -ENSG00000236577.1 SNRPGP14 chr13 49488970 49489364 + -ENSG00000136147.16 PHF11 chr13 49495610 49528987 + -ENSG00000136144.11 RCBTB1 chr13 49531946 49585583 - -ENSG00000176882.5 RP11-432M24.4 chr13 49620314 49620646 + -ENSG00000152213.3 ARL11 chr13 49628299 49633872 + -ENSG00000123179.13 EBPL chr13 49660723 49691475 - -ENSG00000102753.9 KPNA3 chr13 49699307 49792921 - -ENSG00000276436.1 RP11-195L15.2 chr13 49792886 49793307 + -ENSG00000222148.1 RNY4P30 chr13 49889634 49889728 - -ENSG00000181358.3 CTAGE10P chr13 49890591 49892998 + -ENSG00000200064.1 RNY4P9 chr13 49908634 49908730 - -ENSG00000123178.14 SPRYD7 chr13 49912706 49936490 - -ENSG00000264526.1 AL136123.1 chr13 49952534 49952614 - -ENSG00000231607.8 DLEU2 chr13 49982552 50125720 - -ENSG00000204977.9 TRIM13 chr13 49995888 50020481 + -ENSG00000264864.1 MIR3613 chr13 49996415 49996501 - -ENSG00000198553.8 KCNRG chr13 50015254 50020922 + -ENSG00000277913.1 DLEU2_1 chr13 50044649 50044768 + -ENSG00000277066.1 DLEU2_2 chr13 50045143 50045232 + -ENSG00000208006.1 MIR16-1 chr13 50048973 50049061 - -ENSG00000275952.2 MIR15A chr13 50049108 50049202 - -ENSG00000274878.1 DLEU2_3 chr13 50049591 50049663 + -ENSG00000273612.1 DLEU2_4 chr13 50068107 50068164 + -ENSG00000277752.1 DLEU2_5 chr13 50075570 50075653 + -ENSG00000275559.1 DLEU2_6 chr13 50081843 50081978 + -ENSG00000176124.11 DLEU1 chr13 50082171 50723236 + -ENSG00000276089.1 DLEU1_1 chr13 50082295 50082484 + -ENSG00000214359.3 RPL18P10 chr13 50099331 50099868 + -ENSG00000273541.1 DLEU1_2 chr13 50104833 50105174 + -ENSG00000274270.1 RP11-34F20.7 chr13 50125816 50128463 + -ENSG00000232150.3 ST13P4 chr13 50172089 50173181 + -ENSG00000223676.1 RPL34P26 chr13 50361410 50361763 - -ENSG00000221198.2 AL138696.1 chr13 50363148 50363237 - -ENSG00000229323.1 DLEU1-AS1 chr13 50520933 50527449 - -ENSG00000281190.1 AC007304.1 chr13 50643015 50643140 + -ENSG00000186047.9 DLEU7 chr13 50711008 50843939 - -ENSG00000237152.3 DLEU7-AS1 chr13 50807856 50849905 + -ENSG00000200711.1 RNA5SP28 chr13 50812988 50813106 - -ENSG00000233672.6 RNASEH2B-AS1 chr13 50862172 50910764 - -ENSG00000136104.18 RNASEH2B chr13 50909678 50973745 + -ENSG00000123201.14 GUCY1B2 chr13 50994511 51080862 - -ENSG00000222920.1 RNA5SP29 chr13 51027747 51027852 - -ENSG00000226792.6 LINC00371 chr13 51082119 51172388 - -ENSG00000214878.2 RPL5P31 chr13 51161723 51162357 - -ENSG00000274652.1 RP11-457D13.4 chr13 51180178 51180967 + -ENSG00000271242.1 SLMO2P2 chr13 51195881 51196081 + -ENSG00000150510.15 FAM124A chr13 51222334 51284241 + -ENSG00000253309.6 SERPINE3 chr13 51335773 51364735 + -ENSG00000266072.1 MIR5693 chr13 51348567 51348639 - -ENSG00000102786.14 INTS6 chr13 51354077 51454264 - -ENSG00000236778.7 INTS6-AS1 chr13 51452367 51552364 + -ENSG00000224892.6 RPS4XP16 chr13 51454164 51461315 + -ENSG00000274190.1 AL354820.1 chr13 51456200 51456284 - -ENSG00000243900.3 RN7SL320P chr13 51469753 51470047 + -ENSG00000229906.1 SNRPGP11 chr13 51496020 51496251 - -ENSG00000266611.1 MIR4703 chr13 51552589 51552667 + -ENSG00000252141.1 RNU6-65P chr13 51565412 51565509 + -ENSG00000139668.8 WDFY2 chr13 51584455 51767707 + -ENSG00000206920.1 RNY1P6 chr13 51586424 51586532 - -ENSG00000242893.3 RN7SL413P chr13 51593919 51594215 - -ENSG00000224451.2 ATP5F1P1 chr13 51598416 51599460 + -ENSG00000102796.10 DHRS12 chr13 51767993 51804157 - -ENSG00000231856.2 RP11-327P2.5 chr13 51803838 51813832 + -ENSG00000281106.2 LINC00282 chr13 51813347 51845175 - -ENSG00000123171.6 CCDC70 chr13 51861981 51866232 + -ENSG00000232872.2 CTAGE3P chr13 51908218 51910621 - -ENSG00000279677.1 RP11-327P2.6 chr13 51921251 51921587 + -ENSG00000123191.13 ATP7B chr13 51932673 52011494 - -ENSG00000236044.1 FABP5P2 chr13 51966742 51967149 + -ENSG00000253710.2 ALG11 chr13 52012398 52029664 + -ENSG00000253797.2 UTP14C chr13 52024691 52033600 + -ENSG00000197168.11 NEK5 chr13 52033611 52129078 - -ENSG00000273523.1 RP11-248G5.9 chr13 52128891 52132723 + -ENSG00000136098.16 NEK3 chr13 52132639 52159861 - -ENSG00000243406.6 MRPS31P5 chr13 52167709 52194465 - -ENSG00000217576.7 RP11-248G5.8 chr13 52167709 52291557 - -ENSG00000272281.6 TPTE2P2 chr13 52219344 52334277 - -ENSG00000271564.1 RP13-444H2.1 chr13 52334295 52341896 + -ENSG00000136114.15 THSD1 chr13 52377167 52406494 - -ENSG00000199605.1 RNY4P24 chr13 52400004 52400099 + -ENSG00000136100.12 VPS36 chr13 52412602 52450628 - -ENSG00000278238.1 RP11-245D16.4 chr13 52454775 52455331 - -ENSG00000136108.14 CKAP2 chr13 52455429 52476628 + -ENSG00000235660.1 LINC00345 chr13 52484161 52484680 - -ENSG00000244471.5 RP11-78J21.4 chr13 52488993 52499305 + -ENSG00000280296.1 RP11-78J21.6 chr13 52497097 52500195 - -ENSG00000198384.8 TPTE2P3 chr13 52522632 52586906 + -ENSG00000273784.4 RP11-78J21.7 chr13 52600042 52642542 + -ENSG00000250299.5 MRPS31P4 chr13 52600119 52637446 + -ENSG00000139675.11 HNRNPA1L2 chr13 52640786 52643796 + -ENSG00000273723.1 RP11-93H24.3 chr13 52651305 52652279 - -ENSG00000165416.14 SUGT1 chr13 52652709 52700909 + -ENSG00000136110.12 LECT1 chr13 52703264 52739812 - -ENSG00000211579.1 MIR759 chr13 52810044 52810139 + -ENSG00000150276.8 PPIAP26 chr13 52820497 52821018 + -ENSG00000136099.13 PCDH8 chr13 52842889 52848641 - -ENSG00000102837.6 OLFM4 chr13 53028759 53052057 + -ENSG00000237092.1 LINC01065 chr13 53146539 53151808 - -ENSG00000279325.1 RP11-24H2.3 chr13 53193667 53198540 + -ENSG00000225510.2 PCDH8P1 chr13 53199981 53202753 + -ENSG00000241613.3 RN7SL618P chr13 53258077 53258372 + -ENSG00000273919.1 RP11-384G23.1 chr13 53345211 53410880 + -ENSG00000220990.1 AL450423.1 chr13 53367845 53367956 - -ENSG00000274316.1 RP11-384G23.2 chr13 53408882 53409876 - -ENSG00000261517.1 LINC00558 chr13 53815419 53876119 + -ENSG00000234787.7 LINC00458 chr13 54115783 54132866 - -ENSG00000271652.1 RP11-168P6.2 chr13 54116476 54116851 + -ENSG00000136149.6 RPL13AP25 chr13 54440704 54441315 - -ENSG00000266699.1 AL512655.1 chr13 54805867 54805957 - -ENSG00000277047.4 RP11-108H9.1 chr13 54940843 54986719 + -ENSG00000278630.1 RP11-78L16.1 chr13 55062945 55161490 + -ENSG00000275071.1 uc_338 chr13 55128285 55128444 + -ENSG00000264387.1 MIR5007 chr13 55174454 55174548 + -ENSG00000274090.1 RP11-415G4.1 chr13 55535697 55583524 - -ENSG00000228611.2 HNF4GP1 chr13 55999200 56000448 - -ENSG00000228319.1 SPATA2P1 chr13 56214373 56216942 + -ENSG00000201665.1 RN7SKP6 chr13 56885284 56885602 - -ENSG00000204919.1 PRR20A chr13 57140918 57143939 + -ENSG00000229665.8 PRR20C chr13 57140918 57157082 + -ENSG00000204918.3 PRR20B chr13 57147488 57150509 + -ENSG00000227151.4 PRR20D chr13 57160632 57163653 + -ENSG00000234278.3 PRR20E chr13 57167197 57170218 + -ENSG00000271140.1 PRR20FP chr13 57173453 57173632 + -ENSG00000230009.1 MTCO2P3 chr13 57204379 57204799 + -ENSG00000234421.2 SLC25A5P4 chr13 57314739 57315909 + -ENSG00000225352.1 RPL31P53 chr13 57391171 57391518 - -ENSG00000118946.11 PCDH17 chr13 57631810 57729311 + -ENSG00000278722.1 RP11-95F22.1 chr13 57632759 57633575 - -ENSG00000202422.1 RNA5SP30 chr13 57991350 57991464 + -ENSG00000277448.1 RP11-538C21.2 chr13 58165827 58209483 + -ENSG00000232954.2 LINC00374 chr13 58211697 58233117 - -ENSG00000276208.1 RP11-168J5.2 chr13 58377513 58377774 + -ENSG00000222733.1 RNY4P29 chr13 58527655 58527751 - -ENSG00000214335.3 CTAGE16P chr13 58528615 58531026 + -ENSG00000223717.1 DNAJA1P1 chr13 58751047 58752233 - -ENSG00000278150.1 AL359262.1 chr13 58937273 58937372 + -ENSG00000214281.3 HMGN2P39 chr13 59010332 59010604 + -ENSG00000232647.1 POLR3KP1 chr13 59071462 59071803 - -ENSG00000271190.1 RPP40P2 chr13 59262680 59263391 + -ENSG00000239003.1 RNU7-88P chr13 59480070 59480132 + -ENSG00000139734.17 DIAPH3 chr13 59665583 60163987 - -ENSG00000227528.5 DIAPH3-AS1 chr13 60012751 60044357 + -ENSG00000265745.2 RN7SL375P chr13 60034465 60034762 - -ENSG00000223815.1 DIAPH3-AS2 chr13 60144698 60153505 + -ENSG00000202151.1 RNY4P28 chr13 60187738 60187830 - -ENSG00000227336.1 LINC00434 chr13 60214352 60214946 - -ENSG00000238213.1 TARDBPP2 chr13 60274776 60276006 + -ENSG00000277549.1 RP11-359P14.3 chr13 60322591 60322766 + -ENSG00000083544.13 TDRD3 chr13 60396457 60573878 + -ENSG00000212054.2 AL354764.1 chr13 60452704 60452785 - -ENSG00000223076.1 RNA5SP31 chr13 60613608 60613734 + -ENSG00000236608.1 EIF4A1P6 chr13 60636888 60638097 - -ENSG00000225249.5 LINC00378 chr13 60685199 60694528 + -ENSG00000279657.1 RP11-521H3.3 chr13 60730176 60733600 + -ENSG00000206854.1 RNY3P5 chr13 60789560 60789661 + -ENSG00000281390.1 Y_RNA chr13 60816701 60816786 - -ENSG00000227510.3 LINC01442 chr13 60917001 60941768 + -ENSG00000266663.1 MIR3169 chr13 61199798 61199880 - -ENSG00000280165.1 PCDH20 chr13 61409685 61415522 - -ENSG00000197991.11 PCDH20 chr13 61409858 61427849 - -ENSG00000279797.1 RP11-432J3.4 chr13 61424689 61427946 - -ENSG00000212007.3 AL596329.1 chr13 61760284 61760376 + -ENSG00000234033.1 RAC1P8 chr13 61805150 61805676 + -ENSG00000281714.1 AL353765.2 chr13 61890981 61891122 - -ENSG00000270856.1 RP11-429G17.2 chr13 61927090 61927272 - -ENSG00000274645.1 AL353765.1 chr13 61952980 61953070 - -ENSG00000229578.2 LINC00358 chr13 62003525 62029548 - -ENSG00000230142.2 LINC01075 chr13 62212577 62249947 + -ENSG00000227611.1 LINC01074 chr13 62321305 62322398 + -ENSG00000229307.1 LINC00459 chr13 62323657 62328833 + -ENSG00000232105.1 RPL32P28 chr13 62327988 62328384 + -ENSG00000276586.1 RP11-490P13.2 chr13 62397645 62397916 + -ENSG00000271465.1 SQSTM1P1 chr13 62406058 62406916 - -ENSG00000228669.1 LINC00448 chr13 62672285 62732359 - -ENSG00000276056.1 AL442643.1 chr13 62919471 62919556 - -ENSG00000273550.1 RP11-527N12.2 chr13 63034992 63097797 + -ENSG00000227564.2 LINC00376 chr13 63183101 63328094 - -ENSG00000231061.1 LINC00395 chr13 63667681 63738018 - -ENSG00000274052.1 OR7E156P chr13 63742341 63742804 + -ENSG00000237378.2 RP11-473M10.3 chr13 63746741 63751080 + -ENSG00000202478.1 RNU6-81P chr13 63783801 63783904 + -ENSG00000213232.2 PPP1R2P10 chr13 63811014 63811608 - -ENSG00000219926.10 RP11-394A14.2 chr13 63828840 63844125 - -ENSG00000278380.1 OR7E104P chr13 63836994 63837456 - -ENSG00000272299.1 RP11-394A14.4 chr13 63837295 63838031 - -ENSG00000237849.1 NFYAP1 chr13 63975451 63976422 - -ENSG00000227674.1 LINC00355 chr13 63986371 64076011 - -ENSG00000277097.1 AL356253.1 chr13 64712008 64712072 - -ENSG00000214269.3 LGMNP1 chr13 64958097 64959396 - -ENSG00000214266.2 STARP1 chr13 65309855 65310953 - -ENSG00000236565.3 HNRNPA3P5 chr13 65787932 65788764 - -ENSG00000221685.1 AL354775.1 chr13 65864173 65864266 + -ENSG00000234767.1 LINC01052 chr13 65866174 65878219 + -ENSG00000263581.1 MIR548X2 chr13 65966330 65966429 - -ENSG00000263561.1 MIR4704 chr13 66218250 66218324 + -ENSG00000235737.1 TRIM60P19 chr13 66268997 66270458 + -ENSG00000184226.14 PCDH9 chr13 66302834 67230445 - -ENSG00000234527.1 PCDH9-AS1 chr13 66303871 66323561 + -ENSG00000238500.1 RNU7-87P chr13 66630715 66630776 - -ENSG00000228842.3 PCDH9-AS2 chr13 66825169 66915031 + -ENSG00000225263.1 PCDH9-AS3 chr13 66977432 66985776 + -ENSG00000233840.1 PCDH9-AS4 chr13 66990886 67002007 + -ENSG00000214263.2 RPSAP53 chr13 67266845 67267706 - -ENSG00000230040.1 LINC00364 chr13 67372387 67379976 + -ENSG00000271287.1 BCRP9 chr13 67790407 67790794 + -ENSG00000227969.1 NPM1P22 chr13 67831876 67832827 - -ENSG00000231667.2 OR7E111P chr13 67902208 67903221 + -ENSG00000226537.2 OR7E33P chr13 67910986 67911951 + -ENSG00000234765.1 ELL2P3 chr13 68289679 68291280 - -ENSG00000229910.1 HNRNPA1P18 chr13 68301605 68303302 - -ENSG00000236433.1 RPL37P21 chr13 68331338 68331613 - -ENSG00000230405.1 RPS3AP52 chr13 68634190 68634486 + -ENSG00000229824.1 RPL12P34 chr13 68654572 68655050 + -ENSG00000243671.3 RN7SL761P chr13 68693804 68694081 - -ENSG00000281778.1 LINC00550 chr13 68861284 68885325 - -ENSG00000280580.1 RP11-411G9.2 chr13 68878380 68893573 + -ENSG00000232380.1 ZDHHC20P4 chr13 68985058 68986064 + -ENSG00000225501.1 SNRPFP3 chr13 69101832 69102056 - -ENSG00000237534.1 LINC00383 chr13 69222346 69292154 + -ENSG00000235221.1 RP11-459J23.1 chr13 69311333 69322101 + -ENSG00000224640.1 SRSF1P1 chr13 69408216 69408735 - -ENSG00000150361.11 KLHL1 chr13 69700594 70108493 - -ENSG00000207495.1 RNY3P10 chr13 69802940 69803041 + -ENSG00000232314.1 PSMC1P13 chr13 69894101 69895085 - -ENSG00000230223.6 ATXN8OS chr13 70107213 70139429 + -ENSG00000202433.1 RNU6-54P chr13 70459464 70459570 + -ENSG00000276841.1 RP11-475F14.1 chr13 70564267 70564437 - -ENSG00000275653.1 AL391123.1 chr13 70901151 70901241 - -ENSG00000226554.1 MTCL1P1 chr13 70923664 70924455 + -ENSG00000226846.1 LINC00348 chr13 71015141 71168417 + -ENSG00000225801.1 RABEPKP1 chr13 71296210 71297235 + -ENSG00000276644.4 DACH1 chr13 71437966 71867192 - -ENSG00000236534.1 H3F3BP1 chr13 71675067 71675469 + -ENSG00000237816.1 RPL21P109 chr13 71704181 71704655 + -ENSG00000233460.1 RPL35AP31 chr13 71845981 71846317 + -ENSG00000232881.2 RPS10P21 chr13 71913704 71914178 - -ENSG00000200037.1 RNA5SP32 chr13 71978088 71978206 + -ENSG00000212377.1 SNORD37 chr13 72453902 72453967 - -ENSG00000227952.2 RPL18AP17 chr13 72460132 72460329 - -ENSG00000251715.1 SNORA68 chr13 72460519 72460601 - -ENSG00000278113.1 uc_338 chr13 72567213 72567380 + -ENSG00000199282.1 SNORA9 chr13 72586680 72586810 + -ENSG00000226617.1 RPL21P110 chr13 72703693 72704138 + -ENSG00000206922.1 RNU6-80P chr13 72706017 72706123 - -ENSG00000204899.5 MZT1 chr13 72708357 72727687 - -ENSG00000136122.15 BORA chr13 72727749 72756198 + -ENSG00000083520.14 DIS3 chr13 72752169 72782096 - -ENSG00000083535.15 PIBF1 chr13 72782059 73016461 + -ENSG00000220981.1 AL391384.1 chr13 72851088 72851169 + -ENSG00000199381.1 RNU6-79P chr13 72881108 72881214 - -ENSG00000232041.1 PSMD10P3 chr13 73036401 73036848 + -ENSG00000102554.13 KLF5 chr13 73054976 73077542 + -ENSG00000236972.2 FABP5P1 chr13 73100575 73100985 - -ENSG00000200267.1 RNU6-66P chr13 73112915 73113018 - -ENSG00000265959.1 AL354720.1 chr13 73124712 73124810 - -ENSG00000201253.1 RNU4-10P chr13 73191528 73191667 + -ENSG00000206697.1 RNY1P8 chr13 73227147 73227260 + -ENSG00000279754.1 RP11-309J13.1 chr13 73399031 73399205 + -ENSG00000229708.1 MARK2P12 chr13 73407768 73408352 - -ENSG00000224853.1 LINC00393 chr13 73413473 73648253 - -ENSG00000228295.1 LINC00392 chr13 73564244 73588070 + -ENSG00000118922.16 KLF12 chr13 73686089 74133905 - -ENSG00000280348.1 RP11-552M6.1 chr13 73800074 73802203 + -ENSG00000279463.1 RP11-157H4.1 chr13 73844683 73845130 - -ENSG00000235532.1 LINC00402 chr13 74231457 74259976 + -ENSG00000206617.1 RNY1P5 chr13 74289100 74289214 - -ENSG00000232701.1 RPL21P108 chr13 74377163 74377951 - -ENSG00000177596.1 RP11-512C24.3 chr13 74412957 74419115 - -ENSG00000226240.1 LINC00381 chr13 74419173 74435159 + -ENSG00000281167.1 RP11-285E18.2 chr13 74434538 74555515 + -ENSG00000236678.7 LINC00347 chr13 74552503 74565445 + -ENSG00000225944.1 RIOK3P1 chr13 74828553 74830080 + -ENSG00000206812.1 RNU6-38P chr13 75109587 75109693 + -ENSG00000226665.1 SSR1P2 chr13 75136154 75136940 + -ENSG00000214249.3 CTAGE11P chr13 75237944 75240296 - -ENSG00000223880.1 LINC01078 chr13 75250480 75252012 + -ENSG00000136111.12 TBC1D4 chr13 75284665 75482114 - -ENSG00000225203.2 RP11-182M20.2 chr13 75375511 75377294 - -ENSG00000188243.12 COMMD6 chr13 75525219 75549439 - -ENSG00000118939.17 UCHL3 chr13 75549480 75606020 + -ENSG00000261553.5 RP11-29G8.3 chr13 75549773 75807120 + -ENSG00000261105.5 LMO7-AS1 chr13 75604700 75635994 - -ENSG00000136153.19 LMO7 chr13 75620434 75859870 + -ENSG00000228444.2 RP11-173B14.4 chr13 75631271 75632135 + -ENSG00000230902.1 FAM204CP chr13 75688556 75689197 - -ENSG00000178734.5 LMO7DN chr13 75871038 75883811 + -ENSG00000223458.2 LMO7DN-IT1 chr13 75876886 75881127 + -ENSG00000261206.1 LINC00561 chr13 75932395 75935132 - -ENSG00000224933.2 LINC01034 chr13 76013023 76014501 - -ENSG00000243274.3 RN7SL571P chr13 76134931 76135225 + -ENSG00000178695.5 KCTD12 chr13 76880166 76886390 - -ENSG00000264908.1 AC000403.1 chr13 76886321 76886400 - -ENSG00000278727.1 AC000403.4 chr13 76887551 76891135 + -ENSG00000118903.6 BTF3P11 chr13 76928066 76928836 + -ENSG00000102794.9 IRG1 chr13 76948497 76958642 + -ENSG00000233873.1 RPL7P44 chr13 76981175 76981916 - -ENSG00000228002.2 DHX9P1 chr13 76984868 76987943 + -ENSG00000102805.13 CLN5 chr13 76990660 77002517 + -ENSG00000005812.10 FBXL3 chr13 76992598 77027195 - -ENSG00000274898.1 AC001226.7 chr13 77027944 77028482 + -ENSG00000005810.17 MYCBP2 chr13 77044655 77327050 - -ENSG00000236051.6 MYCBP2-AS1 chr13 77075514 77129717 + -ENSG00000229521.2 MYCBP2-AS2 chr13 77080511 77081190 - -ENSG00000136155.16 SCEL chr13 77535674 77645263 + -ENSG00000224347.6 SCEL-AS1 chr13 77599755 77606551 - -ENSG00000206800.1 RNY3P7 chr13 77623372 77623472 + -ENSG00000227922.1 SPTLC1P5 chr13 77659413 77659664 + -ENSG00000139737.21 SLAIN1 chr13 77697854 77764242 + -ENSG00000266325.1 MIR3665 chr13 77698012 77698116 - -ENSG00000225579.1 EDNRB-AS1 chr13 77828222 77833950 + -ENSG00000136160.14 EDNRB chr13 77895481 77919768 - -ENSG00000234377.7 RNF219-AS1 chr13 77919689 78617328 + -ENSG00000233379.1 RP11-318G21.4 chr13 77939162 77944874 - -ENSG00000243035.3 RN7SL810P chr13 77947497 77947772 - -ENSG00000236133.1 LINC01069 chr13 77989372 77990646 - -ENSG00000229249.6 LINC00446 chr13 78012883 78053595 + -ENSG00000235625.1 RP11-203P2.2 chr13 78275720 78277514 - -ENSG00000271386.1 SRGNP1 chr13 78285838 78286288 + -ENSG00000200686.1 RNY3P3 chr13 78355227 78355328 - -ENSG00000229865.1 RPL31P54 chr13 78422823 78423192 + -ENSG00000224686.1 TCEB1P23 chr13 78488182 78488513 + -ENSG00000271776.1 RP11-52L5.6 chr13 78596129 78599619 + -ENSG00000152192.7 POU4F1 chr13 78598362 78603560 - -ENSG00000152193.7 RNF219 chr13 78614291 78659179 - -ENSG00000263868.1 AL139319.1 chr13 78665838 78665930 + -ENSG00000237109.1 RPL21P111 chr13 78761175 78761651 + -ENSG00000225427.1 LINC00331 chr13 78787319 78792307 - -ENSG00000215357.2 HSPD1P8 chr13 78849231 78851208 + -ENSG00000230584.1 CCT5P2 chr13 78908919 78910542 + -ENSG00000236277.1 NIPA2P5 chr13 79090783 79094119 + -ENSG00000226670.1 BCAS2P3 chr13 79166119 79166885 + -ENSG00000139746.15 RBM26 chr13 79311824 79406477 - -ENSG00000252496.1 RNA5SP33 chr13 79389534 79389631 - -ENSG00000227354.6 RBM26-AS1 chr13 79406309 79424328 + -ENSG00000232132.1 NDFIP2-AS1 chr13 79477364 79481231 - -ENSG00000102471.13 NDFIP2 chr13 79481124 79556075 + -ENSG00000227676.3 LINC01068 chr13 79566727 79571436 + -ENSG00000229011.1 LINC01038 chr13 79804418 79805685 + -ENSG00000229175.1 LINC00382 chr13 79872586 79917944 + -ENSG00000281721.1 LINC01080 chr13 80011077 80028283 + -ENSG00000136158.10 SPRY2 chr13 80335976 80340951 - -ENSG00000202398.1 RNU6-61P chr13 80369426 80369534 - -ENSG00000227862.1 HNRNPA1P31 chr13 80619098 80620067 - -ENSG00000226683.2 PWWP2AP1 chr13 80654755 80657027 + -ENSG00000231222.1 ARF4P4 chr13 80888348 80888867 + -ENSG00000229246.1 LINC00377 chr13 81043670 81044442 + -ENSG00000270415.1 DPPA3P3 chr13 81114866 81115295 - -ENSG00000238980.2 AL354806.1 chr13 81204263 81204356 - -ENSG00000260094.1 LINC00564 chr13 81225865 81226983 - -ENSG00000229309.2 RP11-452B18.2 chr13 81250438 81302407 + -ENSG00000222486.1 RNU6-77P chr13 81265747 81265837 + -ENSG00000237148.1 HIGD1AP2 chr13 81272891 81273170 + -ENSG00000214182.5 PTMAP5 chr13 81689911 81691072 + -ENSG00000237099.1 GYG1P2 chr13 82823131 82824136 + -ENSG00000270400.1 RP11-464I4.1 chr13 83145540 83145903 + -ENSG00000222791.1 RNU6-67P chr13 83298071 83298167 - -ENSG00000178235.7 SLITRK1 chr13 83877205 83882393 - -ENSG00000215037.2 VENTXP2 chr13 83907301 83907781 - -ENSG00000224188.1 UBE2D3P4 chr13 84020327 84020762 + -ENSG00000228597.1 MTND4P1 chr13 84520103 84521568 + -ENSG00000232447.1 MTND5P3 chr13 84521725 84523915 + -ENSG00000233349.1 LINC00333 chr13 84562364 84563236 + -ENSG00000226370.1 LINC00375 chr13 85065087 85078920 - -ENSG00000226317.2 LINC00351 chr13 85363601 85544570 + -ENSG00000207012.1 RNU6-72P chr13 85584748 85584853 - -ENSG00000184564.8 SLITRK6 chr13 85792790 85799488 - -ENSG00000278580.1 RP11-272M24.2 chr13 85837126 85837532 - -ENSG00000228241.1 MOB1AP1 chr13 85968999 85969533 + -ENSG00000232252.1 RP11-30L8.1 chr13 86060813 86170890 + -ENSG00000277914.1 DDX6P2 chr13 86275493 86277262 + -ENSG00000231879.1 TXNL1P1 chr13 86725500 86726053 + -ENSG00000233528.4 LINC00430 chr13 86909586 86937108 + -ENSG00000228074.1 UBBP5 chr13 87219004 87219269 + -ENSG00000228473.1 LIN28AP2 chr13 87379472 87380258 - -ENSG00000232636.2 RP11-342C20.2 chr13 87427200 87447235 - -ENSG00000228824.6 MIR4500HG chr13 87427214 87671259 - -ENSG00000272515.1 RP11-29P20.1 chr13 87607907 87609234 - -ENSG00000266052.1 MIR4500 chr13 87618665 87618740 - -ENSG00000165300.7 SLITRK5 chr13 87672615 87696272 + -ENSG00000277640.1 RP11-471M2.4 chr13 87765752 87765881 - -ENSG00000223404.3 LINC00397 chr13 87801036 87803808 - -ENSG00000272046.1 RP11-471M2.3 chr13 87807634 87811232 - -ENSG00000232204.1 TET1P1 chr13 87890172 87892472 - -ENSG00000231019.1 RP11-545P6.2 chr13 88142867 88236082 + -ENSG00000223059.1 AL354896.1 chr13 88187859 88187920 - -ENSG00000225289.1 RPL29P29 chr13 88236547 88236969 - -ENSG00000229443.1 LINC00433 chr13 88540864 88545509 + -ENSG00000261666.1 LINC00560 chr13 88626853 88630397 + -ENSG00000233211.2 GRPEL2P1 chr13 88978447 88978785 - -ENSG00000232225.6 LINC01047 chr13 89214847 89236890 - -ENSG00000227247.1 TRIM60P13 chr13 89248818 89250100 - -ENSG00000234660.1 LINC00440 chr13 89273203 89280240 + -ENSG00000225530.1 SP3P chr13 89361160 89363224 - -ENSG00000226037.1 LINC01040 chr13 89477608 89500509 - -ENSG00000236176.2 LINC00353 chr13 89548691 89553804 - -ENSG00000271395.1 RP11-75N6.3 chr13 89551233 89552389 + -ENSG00000275813.1 AL355821.1 chr13 89783883 89783968 - -ENSG00000234227.1 RPL7L1P1 chr13 89833157 89833941 - -ENSG00000200733.1 SNORD38 chr13 89837170 89837237 + -ENSG00000215418.2 PEX12P1 chr13 89991831 89992878 + -ENSG00000261446.2 LINC00559 chr13 90060247 90119719 - -ENSG00000252696.1 RNA5SP34 chr13 90135712 90135841 - -ENSG00000235879.1 FAR1P1 chr13 90170866 90171799 + -ENSG00000224419.1 KRT18P27 chr13 90230384 90231682 + -ENSG00000207858.1 MIR622 chr13 90231182 90231277 + -ENSG00000234384.1 LINC01049 chr13 90493287 90535080 + -ENSG00000251753.1 RNU6-75P chr13 90781766 90781869 - -ENSG00000231674.1 LINC00410 chr13 90890954 90926597 - -ENSG00000227983.1 BRK1P2 chr13 91023732 91023954 - -ENSG00000234625.1 LINC00380 chr13 91087254 91089593 - -ENSG00000229557.1 LINC00379 chr13 91127613 91131407 - -ENSG00000214178.3 PPIAP23 chr13 91272081 91272577 - -ENSG00000215417.10 MIR17HG chr13 91347820 91354579 + -ENSG00000275042.1 MIR17 chr13 91350605 91350688 + -ENSG00000274160.1 MIR18A chr13 91350743 91350834 + -ENSG00000277328.1 MIR19A chr13 91350891 91350972 + -ENSG00000275534.1 MIR20A chr13 91351065 91351135 + -ENSG00000275802.1 MIR19B1 chr13 91351192 91351278 + -ENSG00000276018.1 MIR92A1 chr13 91351314 91351393 + -ENSG00000281253.1 AL138714.1 chr13 91379595 91379713 - -ENSG00000179399.13 GPC5 chr13 91398675 92873682 + -ENSG00000280901.1 Y_RNA chr13 91585934 91586041 + -ENSG00000252508.1 RNU4ATAC3P chr13 92059844 92059969 + -ENSG00000229287.1 FABP5P4 chr13 92180715 92180885 - -ENSG00000232885.1 GPC5-AS2 chr13 92339794 92340603 - -ENSG00000236240.1 GPC5-IT1 chr13 92484606 92510094 + -ENSG00000263741.1 MIR548AS chr13 92490163 92490220 + -ENSG00000235984.5 GPC5-AS1 chr13 92701389 92721614 - -ENSG00000232849.1 LINC00363 chr13 93056657 93057926 + -ENSG00000278177.1 RP11-632L2.2 chr13 93226612 93227317 - -ENSG00000183098.10 GPC6 chr13 93226842 94407401 + -ENSG00000235784.2 HNRNPA1P29 chr13 93394977 93395855 - -ENSG00000224394.1 GPC6-AS2 chr13 93818424 93836144 - -ENSG00000212559.1 RNA5SP35 chr13 94025470 94025598 - -ENSG00000236520.2 GPC6-AS1 chr13 94154193 94187991 - -ENSG00000080166.15 DCT chr13 94436808 94479682 - -ENSG00000212057.1 AL139318.1 chr13 94465300 94465390 - -ENSG00000088451.10 TGDS chr13 94574051 94596257 - -ENSG00000152749.7 GPR180 chr13 94601903 94634645 + -ENSG00000222129.1 RNA5SP36 chr13 94651397 94651529 - -ENSG00000274168.1 RN7SL585P chr13 94699223 94699502 - -ENSG00000238230.1 LINC00391 chr13 94699694 94702862 - -ENSG00000125285.5 SOX21 chr13 94709622 94712399 - -ENSG00000227640.2 SOX21-AS1 chr13 94712716 94716246 + -ENSG00000235768.1 BRD7P5 chr13 94757451 94759272 - -ENSG00000237924.1 RPL21P112 chr13 94760553 94761015 - -ENSG00000260962.1 LINC00557 chr13 94960041 94961319 + -ENSG00000252335.1 RNU6-62P chr13 95019235 95019336 + -ENSG00000125257.13 ABCC4 chr13 95019829 95301446 - -ENSG00000223298.1 RNY3P8 chr13 95310830 95310955 - -ENSG00000200211.1 RNY4P27 chr13 95336106 95336201 - -ENSG00000271492.1 MEMO1P5 chr13 95394049 95394454 + -ENSG00000134873.9 CLDN10 chr13 95433604 95579759 + -ENSG00000223392.1 CLDN10-AS1 chr13 95479444 95533910 - -ENSG00000134874.17 DZIP1 chr13 95578202 95644703 - -ENSG00000247400.3 DNAJC3-AS1 chr13 95648733 95676925 - -ENSG00000102580.14 DNAJC3 chr13 95677139 95794989 + -ENSG00000229622.1 MTND5P2 chr13 95692538 95693972 + -ENSG00000227714.1 MTND6P18 chr13 95693983 95694495 - -ENSG00000232373.2 MTCYBP3 chr13 95694569 95695705 + -ENSG00000276809.1 RP11-10E18.7 chr13 95744726 95745765 + -ENSG00000102595.18 UGGT2 chr13 95801580 96053482 - -ENSG00000226977.1 HMGN1P24 chr13 95809310 95809607 - -ENSG00000185352.8 HS6ST3 chr13 96090839 96839562 + -ENSG00000242614.3 RN7SL164P chr13 96169545 96169847 + -ENSG00000233273.1 AMMECR1LP1 chr13 96573659 96574499 + -ENSG00000235137.2 HSP90AB6P chr13 96883842 96885821 - -ENSG00000243300.2 LINC00359 chr13 96941281 96984172 - -ENSG00000234267.2 TULP3P1 chr13 96947637 96948927 - -ENSG00000272329.1 RP11-65L19.4 chr13 96948018 96949584 + -ENSG00000222472.1 RN7SKP7 chr13 96949249 96949533 - -ENSG00000165621.8 OXGR1 chr13 96985719 96994730 - -ENSG00000233124.1 LINC00456 chr13 97172469 97179622 - -ENSG00000139793.18 MBNL2 chr13 97221434 97394120 + -ENSG00000202290.1 RNA5SP37 chr13 97362972 97363101 - -ENSG00000281389.1 AL442067.1 chr13 97363007 97363069 - -ENSG00000125249.6 RAP2A chr13 97434222 97469128 + -ENSG00000276573.1 RP11-128N14.5 chr13 97435946 97436168 + -ENSG00000276704.1 RP11-128N14.4 chr13 97437268 97437630 + -ENSG00000271625.1 PSMA6P4 chr13 97475742 97476459 + -ENSG00000226134.1 RP11-120E13.1 chr13 97675011 97677963 - -ENSG00000233291.1 RPL7AP61 chr13 97901653 97902288 + -ENSG00000270725.1 RP11-383H17.4 chr13 97939356 97953539 + -ENSG00000065150.18 IPO5 chr13 97953658 98024297 + -ENSG00000232217.1 FTLP8 chr13 97986950 97987216 - -ENSG00000152767.15 FARP1 chr13 98142562 98455176 + -ENSG00000139797.7 RNF113B chr13 98175785 98177265 - -ENSG00000222969.1 RN7SKP8 chr13 98203835 98204192 - -ENSG00000263399.1 MIR3170 chr13 98208524 98208600 + -ENSG00000269189.1 RP11-573N10.1 chr13 98233650 98234700 + -ENSG00000269599.1 RP11-261P24.2 chr13 98329655 98333236 - -ENSG00000231194.1 FARP1-AS1 chr13 98435405 98435840 - -ENSG00000102572.14 STK24 chr13 98445185 98577940 - -ENSG00000271437.1 RP11-295B17.6 chr13 98553243 98553780 + -ENSG00000224418.1 STK24-AS1 chr13 98577244 98578830 + -ENSG00000217686.2 NUS1P4 chr13 98610292 98610876 - -ENSG00000233549.2 CYCSP35 chr13 98629686 98629989 - -ENSG00000233662.1 CALM2P4 chr13 98640814 98641239 - -ENSG00000243366.3 RN7SL60P chr13 98671980 98672278 + -ENSG00000088386.15 SLC15A1 chr13 98683801 98752654 - -ENSG00000088387.17 DOCK9 chr13 98793487 99086625 - -ENSG00000229918.1 DOCK9-AS1 chr13 98832084 98834629 + -ENSG00000275919.1 RP11-155N3.4 chr13 98871742 98872005 + -ENSG00000231981.3 RPL7L1P12 chr13 98949719 98950447 - -ENSG00000207298.1 RNU6-83P chr13 99025234 99025345 + -ENSG00000260992.1 DOCK9-AS2 chr13 99087819 99088625 + -ENSG00000230871.1 RPS6P23 chr13 99173593 99174490 + -ENSG00000234005.3 GAPDHP22 chr13 99190579 99190991 - -ENSG00000228889.6 UBAC2-AS1 chr13 99196377 99200710 - -ENSG00000134882.15 UBAC2 chr13 99200774 99386434 + -ENSG00000201793.1 RN7SKP9 chr13 99205708 99206006 + -ENSG00000218502.3 H2AFZP3 chr13 99215372 99215758 - -ENSG00000125245.12 GPR18 chr13 99254714 99261744 - -ENSG00000169508.6 GPR183 chr13 99294530 99307405 - -ENSG00000207719.1 MIR623 chr13 99356131 99356228 + -ENSG00000228808.1 HMGB3P4 chr13 99372173 99372686 + -ENSG00000238241.1 CCR12P chr13 99407781 99409062 - -ENSG00000266207.1 AL583784.1 chr13 99453396 99453469 - -ENSG00000280734.2 LINC01232 chr13 99486962 99499306 - -ENSG00000280710.2 RP11-214F16.8 chr13 99498524 99501315 + -ENSG00000203441.2 LINC00449 chr13 99499727 99501052 - -ENSG00000125304.8 TM9SF2 chr13 99501417 99564006 + -ENSG00000234168.2 LINC01039 chr13 99577112 99580368 + -ENSG00000234239.1 CFL1P8 chr13 99582706 99583180 + -ENSG00000125246.15 CLYBL chr13 99606669 99897134 + -ENSG00000263615.1 MIR4306 chr13 99643059 99643149 + -ENSG00000227659.1 CLYBL-AS2 chr13 99690081 99690971 - -ENSG00000234303.2 CLYBL-AS1 chr13 99726247 99727491 - -ENSG00000201245.1 SNORA25 chr13 99783857 99783983 - -ENSG00000139800.8 ZIC5 chr13 99962964 99971909 - -ENSG00000043355.10 ZIC2 chr13 99981772 99986773 + -ENSG00000260738.1 LINC00554 chr13 99994899 99997909 - -ENSG00000225999.1 NDUFA12P1 chr13 100027769 100028174 - -ENSG00000280533.1 Metazoa_SRP chr13 100037592 100037850 + -ENSG00000236554.1 ASNSP3 chr13 100062296 100063601 - -ENSG00000274605.1 RP11-12G12.7 chr13 100086031 100088848 - -ENSG00000175198.14 PCCA chr13 100089015 100530435 + -ENSG00000228501.2 RPL15P18 chr13 100150481 100151092 - -ENSG00000270632.1 RP11-340C20.3 chr13 100198187 100198469 - -ENSG00000234650.5 PCCA-AS1 chr13 100464440 100481157 - -ENSG00000134864.10 GGACT chr13 100530164 100589528 - -ENSG00000224356.5 RP11-151A6.4 chr13 100535741 100587146 - -ENSG00000280169.1 RP11-151A6.6 chr13 100537365 100539567 + -ENSG00000234354.3 RPS26P47 chr13 100539901 100540248 - -ENSG00000125247.15 TMTC4 chr13 100603927 100675093 - -ENSG00000237082.1 COX5BP6 chr13 100623875 100624429 - -ENSG00000233009.1 NALCN-AS1 chr13 100708325 101059286 + -ENSG00000214051.3 ARF4P3 chr13 100756551 100757059 - -ENSG00000229599.1 LINC00411 chr13 100940862 100944364 - -ENSG00000102452.15 NALCN chr13 101053776 101416492 - -ENSG00000198542.13 ITGBL1 chr13 101452593 101720856 + -ENSG00000102466.15 FGF14 chr13 101710804 102402457 - -ENSG00000276012.1 RP11-397O8.7 chr13 101717564 101723106 + -ENSG00000201155.1 RNU1-24P chr13 101778884 101779048 - -ENSG00000215399.2 HMGB3P7 chr13 101801878 101802488 + -ENSG00000265164.1 MIR2681 chr13 101967642 101967746 - -ENSG00000229975.1 LIPT1P1 chr13 102002125 102003310 + -ENSG00000201690.1 RNY1P2 chr13 102016953 102017069 - -ENSG00000264482.1 MIR4705 chr13 102045934 102046004 - -ENSG00000236860.1 RPL39P29 chr13 102263046 102263202 - -ENSG00000243319.7 FGF14-IT1 chr13 102292327 102394519 - -ENSG00000279702.1 RP11-347N5.3 chr13 102299790 102300272 - -ENSG00000234445.1 FGF14-AS1 chr13 102367539 102373666 + -ENSG00000272143.1 FGF14-AS2 chr13 102394630 102395703 + -ENSG00000261057.1 LINC00555 chr13 102589372 102589813 - -ENSG00000276957.1 RP11-29B2.6 chr13 102593338 102593873 - -ENSG00000134900.11 TPP2 chr13 102597003 102679958 + -ENSG00000139780.7 METTL21C chr13 102685744 102694504 - -ENSG00000175820.3 CCDC168 chr13 102729369 102759070 - -ENSG00000231633.1 LINC00283 chr13 102742990 102745224 + -ENSG00000151287.16 TEX30 chr13 102765990 102773811 - -ENSG00000134901.12 KDELC1 chr13 102784281 102799007 - -ENSG00000134897.13 BIVM chr13 102799049 102841535 + -ENSG00000270181.1 BIVM-ERCC5 chr13 102807354 102872398 + -ENSG00000134899.17 ERCC5 chr13 102844844 102876001 + -ENSG00000250878.3 METTL21EP chr13 102880099 102896033 + -ENSG00000272542.1 RP11-255P5.2 chr13 102888858 102889834 + -ENSG00000278445.1 RP11-255P5.3 chr13 102903339 102904000 + -ENSG00000125255.6 SLC10A2 chr13 103043998 103066846 - -ENSG00000234551.1 LINC01309 chr13 103425200 103427685 + -ENSG00000230474.1 ATP6V1G1P7 chr13 103444620 103444968 - -ENSG00000225823.1 RPL7P45 chr13 104814327 104815069 + -ENSG00000232307.1 DAOA-AS1 chr13 105459055 105505681 - -ENSG00000275968.1 DAOA-AS1_1 chr13 105459815 105460015 + -ENSG00000275502.1 DAOA-AS1_2 chr13 105462302 105462505 + -ENSG00000182346.17 DAOA chr13 105465867 105491034 + -ENSG00000280455.1 RP11-252M24.1 chr13 105690429 105702689 + -ENSG00000226620.7 LINC00343 chr13 105704280 105764440 + -ENSG00000252550.1 SNORA25 chr13 105897523 105897643 - -ENSG00000222643.1 AL603632.1 chr13 106128371 106128488 + -ENSG00000222682.1 RNA5SP38 chr13 106155372 106155490 - -ENSG00000233532.5 LINC00460 chr13 106376563 106378217 + -ENSG00000174418.7 RPL35P9 chr13 106425773 106426122 + -ENSG00000125266.6 EFNB2 chr13 106489731 106535114 - -ENSG00000274204.1 RP11-272L14.2 chr13 106506046 106506713 - -ENSG00000134884.13 ARGLU1 chr13 106541673 106568164 - -ENSG00000278371.2 AL442127.1 chr13 106567662 106567799 + -ENSG00000272274.1 LINC00551 chr13 106617810 106631359 + -ENSG00000230156.2 LINC00443 chr13 106653916 106672163 + -ENSG00000227590.2 ATP5G1P5 chr13 106663437 106663847 + -ENSG00000278698.1 RP11-282A11.3 chr13 106773623 106774279 - -ENSG00000174408.8 PPIAP24 chr13 106863816 106864286 - -ENSG00000277863.1 RP11-282A11.4 chr13 106903150 106904099 - -ENSG00000279157.1 RP11-282A11.2 chr13 106941950 106942561 - -ENSG00000239050.1 AL354741.1 chr13 106974938 106975026 - -ENSG00000221316.1 AL445204.1 chr13 107121033 107121123 + -ENSG00000204442.3 FAM155A chr13 107163510 107866735 - -ENSG00000201847.1 SNORD31 chr13 107320895 107320963 - -ENSG00000276740.1 RP11-381O6.1 chr13 107465984 107466674 - -ENSG00000221650.1 MIR1267 chr13 107531171 107531248 - -ENSG00000221473.2 AL138710.1 chr13 107636031 107636116 + -ENSG00000227248.1 FAM155A-IT1 chr13 107788342 107835451 - -ENSG00000274718.1 RP11-346C4.3 chr13 107870383 107873372 + -ENSG00000174405.13 LIG4 chr13 108207439 108218368 - -ENSG00000139826.5 ABHD13 chr13 108218379 108234255 + -ENSG00000102524.11 TNFSF13B chr13 108251240 108308484 + -ENSG00000277246.1 RP11-153I24.4 chr13 108267320 108267734 + -ENSG00000223177.1 RNA5SP39 chr13 108301212 108301331 - -ENSG00000232087.1 HCFC2P1 chr13 108480226 108481817 + -ENSG00000041515.15 MYO16 chr13 108596152 109208007 + -ENSG00000229938.1 MYO16-AS2 chr13 109101261 109101919 - -ENSG00000236242.1 MYO16-AS1 chr13 109163902 109201483 - -ENSG00000275216.1 RP11-54H7.4 chr13 109269634 109273838 + -ENSG00000223617.1 LINC00370 chr13 109281973 109287733 + -ENSG00000236053.1 LINC01067 chr13 109310135 109311773 + -ENSG00000229792.1 LINC00399 chr13 109400696 109401641 + -ENSG00000234854.1 LINC00676 chr13 109728282 109730007 + -ENSG00000185950.8 IRS2 chr13 109752698 109786568 - -ENSG00000275741.1 RP11-40E6.1 chr13 109785831 109808252 + -ENSG00000275248.1 RP11-40E6.2 chr13 109805317 109805868 + -ENSG00000201161.1 RN7SKP10 chr13 109915096 109915420 + -ENSG00000274331.1 RP11-403A3.1 chr13 109984858 109986565 - -ENSG00000275830.1 RP11-403A3.3 chr13 109988097 110057331 - -ENSG00000276269.1 RP11-403A3.2 chr13 110031101 110031567 - -ENSG00000231428.2 LINC00396 chr13 110053285 110054952 + -ENSG00000265885.2 RN7SL783P chr13 110097851 110098151 - -ENSG00000279965.1 RP11-472K17.3 chr13 110123208 110125234 + -ENSG00000187498.14 COL4A1 chr13 110148963 110307149 - -ENSG00000279237.1 RP11-212E4.1 chr13 110265251 110266113 - -ENSG00000134871.17 COL4A2 chr13 110305812 110513027 + -ENSG00000276765.1 MIR8073 chr13 110340958 110341029 + -ENSG00000275611.1 RP11-291I6.2 chr13 110429026 110429342 + -ENSG00000224821.5 COL4A2-AS2 chr13 110456396 110463287 - -ENSG00000232814.2 COL4A2-AS1 chr13 110502575 110508179 - -ENSG00000139832.4 RAB20 chr13 110523066 110561733 - -ENSG00000275880.1 RP11-90L1.8 chr13 110613082 110616353 - -ENSG00000213995.11 CARKD chr13 110615460 110639993 + -ENSG00000134905.16 CARS2 chr13 110641412 110713603 - -ENSG00000153487.12 ING1 chr13 110712736 110723339 + -ENSG00000225239.1 RPL21P107 chr13 110762674 110763133 - -ENSG00000259831.1 LINC00567 chr13 110809676 110813084 - -ENSG00000255874.2 LINC00346 chr13 110863987 110870251 - -ENSG00000088448.14 ANKRD10 chr13 110878540 110915069 - -ENSG00000229152.2 ANKRD10-IT1 chr13 110894639 110899172 - -ENSG00000277767.1 RP11-365P13.5 chr13 110916004 110917827 + -ENSG00000227105.1 PARP1P1 chr13 110936759 110939784 + -ENSG00000275989.1 RP11-365P13.6 chr13 110952722 110952811 - -ENSG00000225760.1 LINC00431 chr13 110983307 110990564 + -ENSG00000225870.1 LINC00368 chr13 111095838 111103097 + -ENSG00000235875.3 ARHGEF7-AS2 chr13 111113812 111115678 - -ENSG00000102606.17 ARHGEF7 chr13 111114559 111305737 + -ENSG00000233644.1 ARHGEF7-IT1 chr13 111122652 111144264 + -ENSG00000227352.1 ARHGEF7-AS1 chr13 111144305 111144733 - -ENSG00000274614.1 RP11-17E4.1 chr13 111182111 111182692 - -ENSG00000153495.10 TEX29 chr13 111316184 111344249 + -ENSG00000204398.5 RP11-65D24.2 chr13 111588201 111672608 + -ENSG00000215881.3 RP11-65D24.1 chr13 111596009 111642079 + -ENSG00000226903.1 LINC00354 chr13 111899985 111901176 + -ENSG00000200072.1 SNORD44 chr13 112052078 112052138 + -ENSG00000182968.4 SOX1 chr13 112067647 112070488 + -ENSG00000260385.1 RP11-450H6.3 chr13 112083549 112085471 + -ENSG00000229520.1 LINC00404 chr13 112106095 112106882 - -ENSG00000224243.1 LINC00403 chr13 112107119 112108015 + -ENSG00000260102.1 LINC01070 chr13 112197350 112201000 + -ENSG00000260343.1 LINC01043 chr13 112313467 112321758 + -ENSG00000223626.1 LINC01044 chr13 112322567 112331225 - -ENSG00000153498.11 SPACA7 chr13 112376319 112434689 + -ENSG00000126216.12 TUBGCP3 chr13 112485005 112588167 - -ENSG00000277159.1 RP11-88E10.4 chr13 112602828 112606417 - -ENSG00000197595.4 ATP11AUN chr13 112647044 112684497 + -ENSG00000274922.1 RP11-88E10.5 chr13 112686769 112689815 - -ENSG00000068650.18 ATP11A chr13 112690329 112887168 + -ENSG00000264726.1 AL162711.1 chr13 112717845 112717914 - -ENSG00000232684.1 ATP11A-AS1 chr13 112745449 112754693 - -ENSG00000277545.1 RP11-73M11.3 chr13 112811566 112812158 + -ENSG00000126217.20 MCF2L chr13 112894378 113099739 + -ENSG00000267868.1 RP11-120K24.3 chr13 112964835 112966131 - -ENSG00000235280.2 MCF2L-AS1 chr13 112967484 112968824 - -ENSG00000269356.1 RP11-120K24.4 chr13 113008778 113009424 + -ENSG00000269376.1 RP11-120K24.5 chr13 113009671 113010319 + -ENSG00000057593.13 F7 chr13 113105788 113120681 + -ENSG00000126218.11 F10 chr13 113122814 113149529 + -ENSG00000231882.1 F10-AS1 chr13 113128155 113128880 - -ENSG00000230371.1 KARSP2 chr13 113130416 113132054 + -ENSG00000126231.13 PROZ chr13 113158654 113172383 + -ENSG00000269125.1 RP11-98F14.11 chr13 113165002 113165183 - -ENSG00000126226.21 PCID2 chr13 113177539 113208715 - -ENSG00000139842.14 CUL4A chr13 113208193 113267108 + -ENSG00000278639.1 AL136221.3 chr13 113262834 113262913 + -ENSG00000277942.1 MIR8075 chr13 113262920 113262999 + -ENSG00000275403.1 AL136221.2 chr13 113263006 113263085 + -ENSG00000275261.1 AL136221.1 chr13 113263092 113263171 + -ENSG00000232662.2 LDHBP1 chr13 113276616 113277734 + -ENSG00000185896.10 LAMP1 chr13 113297241 113323672 + -ENSG00000139835.13 GRTP1 chr13 113324164 113364148 - -ENSG00000276434.1 RP11-391H12.8 chr13 113339450 113339958 - -ENSG00000225083.1 GRTP1-AS1 chr13 113351673 113361868 + -ENSG00000278309.1 RP11-102K13.5 chr13 113399610 113405572 - -ENSG00000153531.12 ADPRHL1 chr13 113421940 113453524 - -ENSG00000150401.14 DCUN1D2 chr13 113455819 113490952 - -ENSG00000233613.5 DCUN1D2-AS chr13 113468901 113476135 + -ENSG00000202347.1 RNU1-16P chr13 113478915 113479078 - -ENSG00000150403.17 TMCO3 chr13 113490995 113554590 + -ENSG00000276916.1 RP11-230F18.6 chr13 113511747 113514473 + -ENSG00000276248.1 RP11-230F18.5 chr13 113527260 113530621 + -ENSG00000198176.12 TFDP1 chr13 113584721 113641470 + -ENSG00000186009.4 ATP4B chr13 113648804 113658186 - -ENSG00000185974.6 GRK1 chr13 113667155 113737735 + -ENSG00000279770.1 LINC00552 chr13 113748511 113751089 - -ENSG00000184497.12 TMEM255B chr13 113759240 113816995 + -ENSG00000233695.2 GAS6-AS1 chr13 113815630 113845744 + -ENSG00000183087.14 GAS6 chr13 113820549 113864067 - -ENSG00000272695.1 GAS6-AS2 chr13 113864168 113866833 + -ENSG00000237699.1 RP11-199F6.4 chr13 113877608 113879376 + -ENSG00000226921.6 LINC00454 chr13 113878489 113883651 - -ENSG00000274766.1 LINC00453 chr13 113883667 113885335 + -ENSG00000229373.8 LINC00452 chr13 113888306 113923512 + -ENSG00000260910.1 LINC00565 chr13 113926514 113928844 - -ENSG00000185989.10 RASA3 chr13 113977783 114132611 - -ENSG00000232487.1 RASA3-IT1 chr13 114107569 114108820 - -ENSG00000130177.14 CDC16 chr13 114234887 114272723 + -ENSG00000264539.1 MIR548AR chr13 114244505 114244561 + -ENSG00000265450.1 MIR4502 chr13 114273828 114273908 + -ENSG00000169062.14 UPF3A chr13 114281584 114305817 + -ENSG00000226158.1 CLCP2 chr13 114306646 114307066 + -ENSG00000198824.5 CHAMP1 chr13 114314513 114327328 + -ENSG00000229723.1 LINC01054 chr13 114329559 114333948 - -ENSG00000260615.1 RPL23AP97 chr13 114346167 114346637 + -ENSG00000215398.11 RP11-754I20.1 chr14 18333726 18341859 + -ENSG00000206906.1 RNU6-458P chr14 18343038 18343144 + -ENSG00000257171.2 RP11-754I20.3 chr14 18395626 18412264 - -ENSG00000257356.2 BNIP3P6 chr14 18418775 18419273 + -ENSG00000238442.1 CR383657.1 chr14 18477371 18477453 + -ENSG00000257959.1 RP11-536C10.4 chr14 18555677 18596310 - -ENSG00000257721.1 RP11-536C10.2 chr14 18560047 18560191 + -ENSG00000258367.2 RP11-536C10.3 chr14 18562928 18568790 + -ENSG00000257825.1 RP11-536C10.5 chr14 18588274 18588315 - -ENSG00000257115.1 OR11H12 chr14 18601045 18602129 + -ENSG00000257672.2 RP11-536C10.17 chr14 18614388 18614561 + -ENSG00000258233.1 ARHGAP42P5 chr14 18623852 18626787 - -ENSG00000257504.1 RP11-536C10.7 chr14 18630318 18633634 - -ENSG00000257644.1 RP11-536C10.13 chr14 18631388 18650966 + -ENSG00000257175.2 RP11-536C10.12 chr14 18634955 18637208 - -ENSG00000258364.1 RP11-536C10.16 chr14 18636043 18637421 + -ENSG00000257731.2 RP11-536C10.11 chr14 18645044 18646221 - -ENSG00000258076.1 RP11-536C10.14 chr14 18645991 18646503 + -ENSG00000257558.2 RP11-536C10.15 chr14 18667249 18667370 + -ENSG00000239200.1 RP11-536C10.1 chr14 18692032 18692408 + -ENSG00000257635.2 RP11-536C10.10 chr14 18698639 18699978 - -ENSG00000257224.1 RP11-536C10.9 chr14 18702281 18702463 - -ENSG00000277529.1 NF1P10 chr14 18709478 18712643 - -ENSG00000277367.1 RP11-536C10.26 chr14 18889084 18890424 - -ENSG00000278143.1 NF1P7 chr14 18899942 18909673 - -ENSG00000257853.2 MED15P1 chr14 18912805 18916642 - -ENSG00000257891.1 CTD-2311B13.1 chr14 18920109 18934078 + -ENSG00000258265.1 CTD-2311B13.2 chr14 18944199 18945139 + -ENSG00000222036.7 POTEM chr14 18967434 18999012 + -ENSG00000275563.1 CTD-2311B13.5 chr14 18977180 18980742 - -ENSG00000212612.1 RNU6-1239P chr14 18978847 18978953 + -ENSG00000258314.3 CTD-2314B22.1 chr14 19024090 19055551 + -ENSG00000274369.1 GRAMD4P4 chr14 19026521 19028189 - -ENSG00000225210.9 DUXAP9 chr14 19062316 19115270 + -ENSG00000277128.1 RP11-146E13.4 chr14 19127736 19175530 - -ENSG00000278594.1 RP11-146E13.5 chr14 19131842 19132890 - -ENSG00000277710.1 CTD-2314B22.2 chr14 19154134 19155089 + -ENSG00000196143.4 OR11H13P chr14 19180291 19181269 + -ENSG00000271632.1 RP11-496I2.7 chr14 19199763 19200279 - -ENSG00000277252.1 RP11-496I2.8 chr14 19220796 19220912 - -ENSG00000258781.2 RP11-496I2.4 chr14 19228924 19244931 - -ENSG00000257310.1 RP11-496I2.2 chr14 19244962 19247673 + -ENSG00000277156.1 RP11-496I2.5 chr14 19267115 19268164 + -ENSG00000244306.9 LINC01296 chr14 19284653 19337730 - -ENSG00000279508.1 AL589743.1 chr14 19300177 19302924 - -ENSG00000228294.6 BMS1P17 chr14 19301704 19316914 + -ENSG00000274827.4 LINC01297 chr14 19344578 19384587 - -ENSG00000278301.1 GRAMD4P3 chr14 19371822 19373490 + -ENSG00000187537.13 POTEG chr14 19402486 19434341 - -ENSG00000276888.1 RP11-244H18.1 chr14 19420975 19425017 + -ENSG00000212516.1 RNU6-1268P chr14 19422815 19422921 - -ENSG00000257162.6 MED15P6 chr14 19485336 19489148 + -ENSG00000258027.2 NF1P4 chr14 19492281 19501740 + -ENSG00000273639.4 RP11-597A11.11 chr14 19499737 19677923 + -ENSG00000274649.1 CTD-2311B13.10 chr14 19511244 19511712 + -ENSG00000278184.1 NF1P11 chr14 19612191 19619490 + -ENSG00000257432.1 RP11-244H18.4 chr14 19629006 19630340 + -ENSG00000273558.1 RP11-244H18.3 chr14 19637225 19641306 + -ENSG00000258324.2 RP11-536C10.22 chr14 19653623 19653742 - -ENSG00000257493.1 RP11-536C10.20 chr14 19664098 19683677 - -ENSG00000257751.2 RP11-536C10.21 chr14 19668542 19669056 - -ENSG00000257846.2 RP11-597A11.3 chr14 19668829 19670003 + -ENSG00000259069.1 RP11-597A11.6 chr14 19677644 19679016 - -ENSG00000257884.2 RP11-597A11.4 chr14 19677837 19680104 + -ENSG00000257395.1 RP11-597A11.2 chr14 19681420 19684739 + -ENSG00000258080.1 ARHGAP42P4 chr14 19688261 19691194 + -ENSG00000257142.1 RP11-536C10.19 chr14 19700479 19700650 - -ENSG00000258453.2 OR11H2 chr14 19712936 19713920 - -ENSG00000176294.4 OR4N2 chr14 19719015 19828372 + -ENSG00000258438.3 OR11K2P chr14 19733355 19734302 - -ENSG00000182652.1 OR4Q3 chr14 19747428 19748369 + -ENSG00000176312.4 OR4H12P chr14 19759868 19760774 + -ENSG00000176299.4 OR4M1 chr14 19780242 19781357 + -ENSG00000258564.1 OR4N1P chr14 19796345 19797260 + -ENSG00000228304.1 OR4K6P chr14 19847367 19848263 + -ENSG00000176290.7 OR4K3 chr14 19868242 19869143 - -ENSG00000165762.2 OR4K2 chr14 19876232 19877309 + -ENSG00000258541.1 OR4K4P chr14 19905917 19906600 + -ENSG00000259016.1 CTD-2335L22.6 chr14 19908096 19908649 - -ENSG00000176281.4 OR4K5 chr14 19920582 19921659 + -ENSG00000155249.4 OR4K1 chr14 19935608 19936683 + -ENSG00000258822.1 OR4K16P chr14 19956600 19957568 + -ENSG00000169488.5 OR4K15 chr14 19975444 19976659 + -ENSG00000196383.5 OR4Q2 chr14 20002163 20003163 + -ENSG00000169484.2 OR4K14 chr14 20014260 20015193 - -ENSG00000265199.1 AL359218.1 chr14 20033661 20033764 + -ENSG00000176253.2 OR4K13 chr14 20033844 20034760 - -ENSG00000258899.1 OR4U1P chr14 20043916 20044827 + -ENSG00000176246.1 OR4L1 chr14 20060045 20060983 + -ENSG00000252999.1 RNA5SP380 chr14 20090130 20090227 + -ENSG00000258641.1 OR4T1P chr14 20093353 20094263 + -ENSG00000176230.4 OR4K17 chr14 20117407 20118438 + -ENSG00000184394.1 OR4N5 chr14 20143736 20144662 + -ENSG00000259074.1 PSMB7P1 chr14 20149232 20149745 + -ENSG00000259095.1 GTF2IP22 chr14 20173632 20173813 - -ENSG00000258468.1 OR11G1P chr14 20179189 20180156 + -ENSG00000196832.3 OR11G2 chr14 20197336 20198446 + -ENSG00000258625.1 OR11H5P chr14 20209240 20210210 + -ENSG00000266336.1 AL356019.1 chr14 20217154 20217239 - -ENSG00000176219.2 OR11H6 chr14 20223632 20224805 + -ENSG00000258806.1 OR11H7 chr14 20229402 20230341 + -ENSG00000176198.2 OR11H4 chr14 20242739 20243820 + -ENSG00000136319.11 TTC5 chr14 20256558 20305994 - -ENSG00000258768.2 CTD-2292M16.8 chr14 20260480 20264308 - -ENSG00000258459.1 CTD-2292M16.7 chr14 20305730 20306811 + -ENSG00000100814.17 CCNB1IP1 chr14 20311368 20333312 - -ENSG00000222489.1 SNORA79 chr14 20323179 20323326 - -ENSG00000281684.1 AL355075.1 chr14 20323246 20323349 - -ENSG00000238344.1 SNORD126 chr14 20326450 20326526 - -ENSG00000259001.3 RPPH1 chr14 20343048 20343685 - -ENSG00000277209.1 RPPH1 chr14 20343075 20343407 - -ENSG00000129484.13 PARP2 chr14 20343582 20357905 + -ENSG00000254846.1 RP11-203M5.2 chr14 20344233 20346888 - -ENSG00000129566.12 TEP1 chr14 20365667 20413429 - -ENSG00000200225.1 RNA5SP382 chr14 20414987 20415098 + -ENSG00000185271.6 KLHL33 chr14 20428811 20435642 - -ENSG00000259162.1 RP11-203M5.6 chr14 20437982 20441268 + -ENSG00000092094.10 OSGEP chr14 20446411 20455105 - -ENSG00000258515.1 RP11-203M5.7 chr14 20451305 20451918 + -ENSG00000100823.11 APEX1 chr14 20455191 20457772 + -ENSG00000165782.10 TMEM55B chr14 20457719 20461612 - -ENSG00000198805.11 PNP chr14 20468954 20477094 + -ENSG00000258908.1 RP11-203M5.8 chr14 20474789 20477089 - -ENSG00000182545.6 RNASE10 chr14 20505537 20511169 + -ENSG00000258456.2 PTCD2P1 chr14 20524287 20525422 - -ENSG00000258863.1 SETP1 chr14 20528115 20528959 - -ENSG00000188655.10 RNASE9 chr14 20556093 20560931 - -ENSG00000259060.6 RNASE11 chr14 20582892 20609795 - -ENSG00000173464.14 RNASE11 chr14 20583559 20609884 - -ENSG00000258573.5 RP11-14J7.6 chr14 20587644 20607137 + -ENSG00000258436.1 RNASE12 chr14 20590193 20590823 - -ENSG00000239327.1 RP11-14J7.1 chr14 20616644 20616991 - -ENSG00000181803.3 OR6S1 chr14 20640696 20641691 - -ENSG00000199461.1 Y_RNA chr14 20679411 20679512 + -ENSG00000258818.3 RNASE4 chr14 20684100 20701215 + -ENSG00000214274.9 ANG chr14 20684177 20698971 + -ENSG00000259171.1 RP11-903H12.5 chr14 20684587 20700576 + -ENSG00000258451.1 RP11-903H12.3 chr14 20693480 20707120 - -ENSG00000259144.2 RANBP20P chr14 20720742 20723127 - -ENSG00000181562.3 EDDM3A chr14 20731699 20748380 + -ENSG00000258963.1 EDDM3DP chr14 20734578 20735011 + -ENSG00000181552.3 EDDM3B chr14 20768427 20770948 + -ENSG00000169413.2 RNASE6 chr14 20781051 20782467 + -ENSG00000258810.1 RP11-219E7.1 chr14 20783888 20784293 + -ENSG00000129538.13 RNASE1 chr14 20801228 20803278 - -ENSG00000259130.1 RP11-219E7.3 chr14 20870278 20873592 - -ENSG00000258642.1 RP11-219E7.2 chr14 20874305 20875768 - -ENSG00000169397.3 RNASE3 chr14 20891399 20892348 + -ENSG00000258918.1 RP11-219E7.4 chr14 20897985 20936255 - -ENSG00000258772.1 RP11-84C10.3 chr14 20916766 20928580 - -ENSG00000136315.4 RP11-84C10.2 chr14 20919361 20920299 + -ENSG00000169385.2 RNASE2 chr14 20955452 20956436 + -ENSG00000243817.3 RN7SL189P chr14 20963579 20963867 + -ENSG00000258599.2 RP11-84C10.1 chr14 20983155 20985066 - -ENSG00000165792.17 METTL17 chr14 20989770 20997035 + -ENSG00000258471.1 RP11-84C10.4 chr14 20995837 20999163 - -ENSG00000165794.9 SLC39A2 chr14 20999255 21001871 + -ENSG00000165795.20 NDRG2 chr14 21016763 21070872 - -ENSG00000278629.1 MIR6717 chr14 21023314 21023386 - -ENSG00000179636.14 TPPP2 chr14 21024109 21036276 + -ENSG00000258604.1 AL161668.5 chr14 21024172 21029271 + -ENSG00000255472.1 RP11-998D10.1 chr14 21032818 21033895 + -ENSG00000206150.3 RNASE13 chr14 21032820 21034785 - -ENSG00000165799.4 RNASE7 chr14 21042226 21044234 + -ENSG00000173431.2 RNASE8 chr14 21057822 21058455 + -ENSG00000165801.9 ARHGEF40 chr14 21070270 21090240 + -ENSG00000165804.15 ZNF219 chr14 21090046 21104722 - -ENSG00000232070.8 TMEM253 chr14 21098937 21103724 + -ENSG00000178107.2 RP11-998D10.4 chr14 21108043 21116703 + -ENSG00000258722.2 CKAP2P1 chr14 21110295 21113472 - -ENSG00000200102.1 RNU6-252P chr14 21113639 21113745 - -ENSG00000169327.4 OR5AU1 chr14 21154865 21156063 - -ENSG00000259102.2 SMARCE1P3 chr14 21162513 21163743 + -ENSG00000258906.2 CTD-2552B11.3 chr14 21184341 21184959 - -ENSG00000258441.1 LINC00641 chr14 21200079 21206900 - -ENSG00000092199.17 HNRNPC chr14 21209136 21269494 - -ENSG00000092200.12 RPGRIP1 chr14 21287939 21351301 + -ENSG00000092201.9 SUPT16H chr14 21351472 21384266 - -ENSG00000260830.1 RP11-524O1.4 chr14 21384292 21384920 + -ENSG00000100888.12 CHD8 chr14 21385194 21456126 - -ENSG00000199436.1 SNORD9 chr14 21392150 21392253 - -ENSG00000200785.1 SNORD8 chr14 21397292 21397401 - -ENSG00000241035.2 RP11-689J19.1 chr14 21398925 21399282 + -ENSG00000258870.1 EIF4EBP1P1 chr14 21419620 21419960 + -ENSG00000274475.1 RN7SL650P chr14 21429508 21429806 - -ENSG00000129472.12 RAB2B chr14 21459020 21476973 - -ENSG00000092203.13 TOX4 chr14 21476597 21499175 + -ENSG00000165819.11 METTL3 chr14 21498133 21511375 - -ENSG00000165821.11 SALL2 chr14 21521081 21537216 - -ENSG00000257096.1 AE000658.22 chr14 21521083 21522660 + -ENSG00000256737.1 RBBP4P5 chr14 21563819 21565084 + -ENSG00000169208.1 OR10G3 chr14 21569803 21570744 - -ENSG00000256081.2 AE000658.25 chr14 21585290 21586280 - -ENSG00000273586.1 OR10G1P chr14 21601899 21602825 - -ENSG00000256385.1 UBE2NP1 chr14 21611924 21612381 - -ENSG00000255569.1 TRAV1-1 chr14 21621838 21622567 + -ENSG00000255582.1 OR10G2 chr14 21633836 21634940 - -ENSG00000256553.1 TRAV1-2 chr14 21642889 21643578 + -ENSG00000255664.1 ARL6IP1P1 chr14 21649728 21650337 - -ENSG00000221977.1 OR4E2 chr14 21665083 21666024 + -ENSG00000276240.1 OR4E1 chr14 21669990 21670935 - -ENSG00000256350.1 AE000658.30 chr14 21698954 21699151 - -ENSG00000211776.2 TRAV2 chr14 21712321 21712843 + -ENSG00000248358.2 AE000658.31 chr14 21714795 21716262 - -ENSG00000211777.2 TRAV3 chr14 21723713 21724321 + -ENSG00000211778.2 TRAV4 chr14 21736152 21736982 + -ENSG00000211779.3 TRAV5 chr14 21749178 21749705 + -ENSG00000240954.1 RPL4P1 chr14 21750269 21751546 + -ENSG00000211780.3 TRAV6 chr14 21768489 21769080 + -ENSG00000222776.1 AC243980.1 chr14 21780568 21780649 + -ENSG00000211781.3 TRAV7 chr14 21782993 21783503 + -ENSG00000211782.2 TRAV8-1 chr14 21797287 21797886 + -ENSG00000211783.3 TRAV9-1 chr14 21811502 21811977 + -ENSG00000211784.2 TRAV10 chr14 21825472 21826075 + -ENSG00000256474.1 TRAV11 chr14 21829539 21830070 + -ENSG00000211785.1 TRAV12-1 chr14 21841240 21841774 + -ENSG00000211786.3 TRAV8-2 chr14 21846537 21847221 + -ENSG00000211787.1 TRAV8-3 chr14 21852558 21853006 + -ENSG00000211788.2 TRAV13-1 chr14 21868839 21869365 + -ENSG00000211789.2 TRAV12-2 chr14 21887857 21888502 + -ENSG00000211790.2 TRAV8-4 chr14 21894433 21895030 + -ENSG00000256379.1 TRAV8-5 chr14 21903077 21903598 + -ENSG00000211791.2 TRAV13-2 chr14 21918188 21918756 + -ENSG00000211792.2 TRAV14DV4 chr14 21924063 21924651 + -ENSG00000211793.2 TRAV9-2 chr14 21941128 21941657 + -ENSG00000258482.1 TRAV15 chr14 21950406 21950654 + -ENSG00000258557.1 AE000659.41 chr14 21962819 21963042 - -ENSG00000211794.3 TRAV12-3 chr14 21965451 21966061 + -ENSG00000211795.3 TRAV8-6 chr14 21978459 21979120 + -ENSG00000211796.1 TRAV16 chr14 21990496 21990938 + -ENSG00000211797.2 TRAV17 chr14 21997539 21998168 + -ENSG00000211798.3 TRAV18 chr14 22003106 22003673 + -ENSG00000211799.3 TRAV19 chr14 22007512 22008181 + -ENSG00000258705.2 AE000660.4 chr14 22011910 22014964 + -ENSG00000211800.3 TRAV20 chr14 22040594 22041153 + -ENSG00000211801.3 TRAV21 chr14 22052514 22053056 + -ENSG00000276428.1 AE000660.21 chr14 22066016 22066373 + -ENSG00000211802.3 TRAV22 chr14 22070557 22071208 + -ENSG00000211803.2 TRAV23DV6 chr14 22086407 22086961 + -ENSG00000211804.3 TRDV1 chr14 22096032 22096619 + -ENSG00000211805.1 TRAV24 chr14 22105343 22105846 + -ENSG00000211806.2 TRAV25 chr14 22112347 22113031 + -ENSG00000211807.3 TRAV26-1 chr14 22123318 22124285 + -ENSG00000211808.3 TRAV8-7 chr14 22132553 22133034 + -ENSG00000238634.1 AC245470.1 chr14 22142926 22143003 + -ENSG00000211809.2 TRAV27 chr14 22147995 22148633 + -ENSG00000258835.1 TRAV28 chr14 22155079 22155638 + -ENSG00000211810.3 TRAV29DV5 chr14 22163238 22163870 + -ENSG00000259092.1 TRAV30 chr14 22168429 22168988 + -ENSG00000249048.2 TRAV31 chr14 22177273 22177864 + -ENSG00000258905.1 TRAV32 chr14 22185562 22186057 + -ENSG00000258812.1 TRAV33 chr14 22190158 22190713 + -ENSG00000211812.1 TRAV26-2 chr14 22202583 22203368 + -ENSG00000211813.2 TRAV34 chr14 22207522 22208129 + -ENSG00000211814.1 TRAV35 chr14 22221896 22222475 + -ENSG00000211815.3 TRAV36DV7 chr14 22226746 22227254 + -ENSG00000259068.1 TRAV37 chr14 22265749 22266264 + -ENSG00000211816.2 TRAV38-1 chr14 22271968 22272563 + -ENSG00000211817.2 TRAV38-2DV8 chr14 22281105 22281748 + -ENSG00000277734.4 TRAC chr14 22281105 22552155 + -ENSG00000211818.1 TRAV39 chr14 22304054 22304553 + -ENSG00000211819.3 TRAV40 chr14 22314490 22314919 + -ENSG00000211820.1 TRAV41 chr14 22320188 22320691 + -ENSG00000256221.1 AE000661.36 chr14 22332922 22334685 - -ENSG00000251002.7 AE000661.37 chr14 22380680 22482959 - -ENSG00000259042.2 AE000661.50 chr14 22417836 22418657 + -ENSG00000211821.2 TRDV2 chr14 22422371 22423042 + -ENSG00000211829.6 TRDC chr14 22422546 22465787 + -ENSG00000223997.1 TRDD1 chr14 22438547 22438554 + -ENSG00000237235.2 TRDD2 chr14 22439007 22439015 + -ENSG00000228985.1 TRDD3 chr14 22449113 22449125 + -ENSG00000211825.1 TRDJ1 chr14 22450089 22450139 + -ENSG00000211826.1 TRDJ4 chr14 22455249 22455296 + -ENSG00000211827.1 TRDJ2 chr14 22456689 22456742 + -ENSG00000211828.1 TRDJ3 chr14 22459098 22459156 + -ENSG00000256590.2 TRDV3 chr14 22469041 22469698 - -ENSG00000211831.2 TRAJ61 chr14 22475316 22475375 + -ENSG00000249446.2 TRAJ60 chr14 22476306 22476362 + -ENSG00000211832.2 TRAJ59 chr14 22476553 22476606 + -ENSG00000211833.1 TRAJ58 chr14 22477707 22477769 + -ENSG00000211834.1 TRAJ57 chr14 22478872 22478934 + -ENSG00000211835.1 TRAJ56 chr14 22479521 22479582 + -ENSG00000250688.1 TRAJ55 chr14 22481697 22481753 + -ENSG00000211836.1 TRAJ54 chr14 22482287 22482346 + -ENSG00000211837.1 TRAJ53 chr14 22483004 22483069 + -ENSG00000211838.1 TRAJ52 chr14 22486228 22486296 + -ENSG00000248366.1 TRAJ51 chr14 22487183 22487245 + -ENSG00000211839.1 TRAJ50 chr14 22488593 22488652 + -ENSG00000211840.1 TRAJ49 chr14 22489488 22489543 + -ENSG00000211841.1 TRAJ48 chr14 22490491 22490553 + -ENSG00000211842.1 TRAJ47 chr14 22492851 22492907 + -ENSG00000211843.1 TRAJ46 chr14 22493403 22493465 + -ENSG00000211844.1 TRAJ45 chr14 22493925 22493990 + -ENSG00000211845.1 TRAJ44 chr14 22494821 22494883 + -ENSG00000211846.1 TRAJ43 chr14 22495913 22495966 + -ENSG00000211847.1 TRAJ42 chr14 22496887 22496952 + -ENSG00000211848.1 TRAJ41 chr14 22497657 22497718 + -ENSG00000211849.1 TRAJ40 chr14 22499689 22499749 + -ENSG00000211850.1 TRAJ39 chr14 22501601 22501663 + -ENSG00000211851.1 TRAJ38 chr14 22502231 22502292 + -ENSG00000278661.1 TRAJ37 chr14 22503750 22503814 + -ENSG00000276699.1 TRAJ36 chr14 22505110 22505167 + -ENSG00000211854.1 TRAJ35 chr14 22506644 22506702 + -ENSG00000211855.1 TRAJ34 chr14 22507666 22507723 + -ENSG00000211856.1 TRAJ33 chr14 22508602 22508658 + -ENSG00000211857.1 TRAJ32 chr14 22509341 22509406 + -ENSG00000211858.1 TRAJ31 chr14 22510968 22511024 + -ENSG00000211859.1 TRAJ30 chr14 22512852 22512908 + -ENSG00000211860.1 TRAJ29 chr14 22513939 22513998 + -ENSG00000211861.1 TRAJ28 chr14 22515623 22515688 + -ENSG00000211862.1 TRAJ27 chr14 22516273 22516331 + -ENSG00000211863.1 TRAJ26 chr14 22518446 22518505 + -ENSG00000211864.2 TRAJ25 chr14 22518812 22518871 + -ENSG00000211865.1 TRAJ24 chr14 22519969 22520031 + -ENSG00000211866.1 TRAJ23 chr14 22520416 22520478 + -ENSG00000211867.1 TRAJ22 chr14 22522040 22522102 + -ENSG00000211868.1 TRAJ21 chr14 22523600 22523654 + -ENSG00000211869.1 TRAJ20 chr14 22524325 22524381 + -ENSG00000211870.1 TRAJ19 chr14 22525263 22525322 + -ENSG00000211871.1 TRAJ18 chr14 22525650 22525715 + -ENSG00000211872.1 TRAJ17 chr14 22526844 22526906 + -ENSG00000211873.1 TRAJ16 chr14 22528527 22528586 + -ENSG00000211875.1 TRAJ14 chr14 22530327 22530378 + -ENSG00000211876.1 TRAJ13 chr14 22531076 22531138 + -ENSG00000211877.1 TRAJ12 chr14 22531939 22531998 + -ENSG00000211878.1 TRAJ11 chr14 22532502 22532561 + -ENSG00000211879.1 TRAJ10 chr14 22533497 22533560 + -ENSG00000211880.1 TRAJ9 chr14 22535554 22535614 + -ENSG00000211881.1 TRAJ8 chr14 22536145 22536204 + -ENSG00000211882.1 TRAJ7 chr14 22537622 22537680 + -ENSG00000211883.1 TRAJ6 chr14 22539073 22539134 + -ENSG00000211884.1 TRAJ5 chr14 22540247 22540306 + -ENSG00000211885.1 TRAJ4 chr14 22542199 22542261 + -ENSG00000211886.1 TRAJ3 chr14 22543179 22543240 + -ENSG00000211887.2 TRAJ2 chr14 22544071 22544136 + -ENSG00000211888.2 TRAJ1 chr14 22545037 22545098 + -ENSG00000259054.1 AE000662.93 chr14 22556311 22557062 - -ENSG00000259003.1 AE000662.92 chr14 22556640 22559037 + -ENSG00000129562.10 DAD1 chr14 22564905 22589269 - -ENSG00000275552.1 CH17-302M23.1 chr14 22595808 22598946 - -ENSG00000100439.10 ABHD4 chr14 22598237 22613215 + -ENSG00000255804.1 OR6J1 chr14 22633768 22634811 - -ENSG00000279510.1 AC243945.1 chr14 22638099 22638473 - -ENSG00000242061.1 CTD-2555K7.1 chr14 22694098 22694535 - -ENSG00000235213.1 OR6E1P chr14 22702143 22703065 + -ENSG00000258458.5 CTD-2555K7.2 chr14 22702611 22766562 - -ENSG00000258823.1 CTD-2555K7.3 chr14 22723476 22726572 - -ENSG00000212302.1 SNORD41 chr14 22756761 22756829 - -ENSG00000155463.12 OXA1L chr14 22766522 22773041 + -ENSG00000155465.18 SLC7A7 chr14 22773222 22829820 - -ENSG00000172590.18 MRPL52 chr14 22829879 22835037 + -ENSG00000157227.12 MMP14 chr14 22836557 22849027 + -ENSG00000212335.1 Y_RNA chr14 22852616 22852728 - -ENSG00000199716.1 Y_RNA chr14 22867818 22867917 + -ENSG00000197324.8 LRP10 chr14 22871613 22881580 + -ENSG00000139890.9 REM2 chr14 22883165 22887686 + -ENSG00000100461.17 RBM23 chr14 22893206 22919184 - -ENSG00000237054.9 PRMT5-AS1 chr14 22918947 22926900 + -ENSG00000100462.15 PRMT5 chr14 22920511 22929585 - -ENSG00000257285.5 RP11-298I3.1 chr14 22929609 22955562 + -ENSG00000092036.16 HAUS4 chr14 22946228 22957161 - -ENSG00000259132.1 RP11-298I3.5 chr14 22946270 22982258 - -ENSG00000265037.1 MIR4707 chr14 22956950 22957029 - -ENSG00000129474.15 AJUBA chr14 22971174 22982642 - -ENSG00000258457.5 RP11-298I3.4 chr14 22982698 22999078 + -ENSG00000100802.14 C14orf93 chr14 22985908 23010166 - -ENSG00000280129.1 RP11-298I3.3 chr14 23005499 23007123 - -ENSG00000100804.18 PSMB5 chr14 23016543 23035230 - -ENSG00000279656.1 RP11-298I3.6 chr14 23023083 23024217 - -ENSG00000207765.1 AL132780.1 chr14 23033530 23033638 - -ENSG00000222028.3 PSMB11 chr14 23042167 23044276 + -ENSG00000139880.19 CDH24 chr14 23047062 23057538 - -ENSG00000100813.14 ACIN1 chr14 23058564 23095614 - -ENSG00000179933.5 C14orf119 chr14 23094765 23100462 + -ENSG00000092067.5 CEBPE chr14 23117304 23119616 - -ENSG00000092068.18 SLC7A8 chr14 23125295 23183674 - -ENSG00000202229.1 RNU6-1138P chr14 23156309 23156414 - -ENSG00000215277.8 RNF212B chr14 23185316 23273477 + -ENSG00000240131.1 RP11-124D2.1 chr14 23229961 23230116 - -ENSG00000252347.1 RNU6-1046P chr14 23259460 23259566 - -ENSG00000215271.7 HOMEZ chr14 23272422 23299447 - -ENSG00000270433.1 RP11-124D2.7 chr14 23293852 23295798 + -ENSG00000235194.8 PPP1R3E chr14 23295643 23302848 - -ENSG00000129473.9 BCL2L2 chr14 23298790 23311759 + -ENSG00000258643.5 BCL2L2-PABPN1 chr14 23306835 23325369 + -ENSG00000100836.10 PABPN1 chr14 23321289 23326185 + -ENSG00000092096.14 SLC22A17 chr14 23346306 23352912 - -ENSG00000100842.12 EFS chr14 23356402 23365752 - -ENSG00000259018.1 RP11-124D2.3 chr14 23356406 23357003 + -ENSG00000166090.8 IL25 chr14 23372809 23376403 + -ENSG00000166091.19 CMTM5 chr14 23376808 23379772 + -ENSG00000197616.11 MYH6 chr14 23381990 23408277 - -ENSG00000199157.1 MIR208A chr14 23388590 23388672 - -ENSG00000092054.12 MYH7 chr14 23412738 23435718 - -ENSG00000258444.1 CTD-2201G16.1 chr14 23415339 23415686 + -ENSG00000215991.1 MIR208B chr14 23417987 23418063 - -ENSG00000129460.15 NGDN chr14 23469688 23509862 + -ENSG00000157306.14 RP11-66N24.4 chr14 23511760 23560778 + -ENSG00000136367.13 ZFHX2 chr14 23520855 23556192 - -ENSG00000273618.1 RP11-66N24.7 chr14 23530682 23532367 + -ENSG00000259431.5 THTPA chr14 23555988 23560271 + -ENSG00000213983.11 AP1G2 chr14 23559565 23568070 - -ENSG00000258727.1 RP11-66N24.3 chr14 23561097 23568073 + -ENSG00000092051.16 JPH4 chr14 23568035 23578800 - -ENSG00000274002.1 RP11-66N24.6 chr14 23619201 23620012 + -ENSG00000100867.14 DHRS2 chr14 23630115 23645639 + -ENSG00000258464.1 RP11-388E23.2 chr14 23729038 23729741 - -ENSG00000259043.1 BRD7P1 chr14 23749236 23751150 + -ENSG00000270618.1 RP11-388E23.4 chr14 23767662 23768998 + -ENSG00000222931.1 RN7SKP205 chr14 23791930 23792236 + -ENSG00000258887.2 RP11-388E23.3 chr14 23825636 23827396 - -ENSG00000259334.1 LINC00596 chr14 23922247 23934568 - -ENSG00000215256.3 DHRS4-AS1 chr14 23938731 23988839 - -ENSG00000157326.18 DHRS4 chr14 23953586 23969279 + -ENSG00000187630.14 DHRS4L2 chr14 23969874 24006408 + -ENSG00000225766.8 DHRS4L1 chr14 24036453 24051028 + -ENSG00000186648.14 LRRC16B chr14 24052000 24069728 + -ENSG00000100884.9 CPNE6 chr14 24070837 24078100 + -ENSG00000129535.12 NRL chr14 24080107 24115014 - -ENSG00000100889.11 PCK2 chr14 24094053 24110598 + -ENSG00000100897.17 DCAF11 chr14 24114195 24125242 + -ENSG00000259371.2 RP11-468E2.6 chr14 24120956 24131829 + -ENSG00000139914.6 FITM1 chr14 24131275 24132849 + -ENSG00000092010.14 PSME1 chr14 24136158 24138967 + -ENSG00000100908.13 EMC9 chr14 24138959 24141588 - -ENSG00000259321.1 RP11-468E2.5 chr14 24139445 24140444 + -ENSG00000100911.13 PSME2 chr14 24143362 24147570 - -ENSG00000276511.1 MIR7703 chr14 24143489 24143565 - -ENSG00000092098.16 RNF31 chr14 24146683 24160661 + -ENSG00000259529.1 RP11-468E2.4 chr14 24151218 24167402 + -ENSG00000199804.1 RNA5SP383 chr14 24158603 24158722 + -ENSG00000213928.8 IRF9 chr14 24161053 24166565 + -ENSG00000100918.12 REC8 chr14 24171853 24180257 + -ENSG00000196497.15 IPO4 chr14 24180219 24188964 - -ENSG00000259522.2 RP11-468E2.2 chr14 24180395 24190416 - -ENSG00000100926.14 TM9SF1 chr14 24189143 24195687 - -ENSG00000254692.1 RP11-468E2.1 chr14 24189157 24213473 - -ENSG00000276698.1 RP11-468E2.10 chr14 24198433 24199090 + -ENSG00000278784.1 RP11-468E2.11 chr14 24201612 24202811 - -ENSG00000139908.14 TSSK4 chr14 24205697 24208362 + -ENSG00000254505.8 CHMP4A chr14 24209583 24213869 - -ENSG00000260669.2 AL136419.6 chr14 24209646 24215987 - -ENSG00000213920.8 MDP1 chr14 24213937 24216070 - -ENSG00000255526.6 NEDD8-MDP1 chr14 24213955 24232352 - -ENSG00000129559.12 NEDD8 chr14 24216852 24232454 - -ENSG00000100938.17 GMPR2 chr14 24232422 24239242 + -ENSG00000092330.15 TINF2 chr14 24239643 24242674 - -ENSG00000092295.11 TGM1 chr14 24249114 24264432 - -ENSG00000100949.14 RABGGTA chr14 24265538 24271739 - -ENSG00000157379.13 DHRS1 chr14 24290598 24299833 - -ENSG00000196943.12 NOP9 chr14 24299862 24309124 + -ENSG00000136305.11 CIDEB chr14 24305096 24311430 - -ENSG00000213906.9 LTB4R2 chr14 24305734 24312053 + -ENSG00000213903.8 LTB4R chr14 24311450 24318036 + -ENSG00000129467.13 ADCY4 chr14 24318349 24335093 - -ENSG00000258973.1 RP11-934B9.3 chr14 24332310 24337382 - -ENSG00000129465.15 RIPK3 chr14 24336021 24340045 - -ENSG00000100968.13 NFATC4 chr14 24365673 24379604 + -ENSG00000205978.5 NYNRIN chr14 24398786 24419288 + -ENSG00000139899.10 CBLN3 chr14 24426532 24430954 - -ENSG00000100441.9 KHNYN chr14 24429286 24441834 + -ENSG00000100445.16 SDR39U1 chr14 24439766 24442905 - -ENSG00000258744.1 RP11-80A15.1 chr14 24501594 24508688 + -ENSG00000092009.10 CMA1 chr14 24505353 24508265 - -ENSG00000100448.3 CTSG chr14 24573522 24576260 - -ENSG00000258657.5 RP11-104E19.1 chr14 24595723 24657774 + -ENSG00000100450.12 GZMH chr14 24606480 24609699 - -ENSG00000100453.12 GZMB chr14 24630954 24634267 - -ENSG00000168952.15 STXBP6 chr14 24809656 25050297 - -ENSG00000281282.1 AL137164.1 chr14 24968813 24969619 + -ENSG00000258098.1 RP11-89K22.1 chr14 25124487 25126998 - -ENSG00000257179.1 HMGN2P6 chr14 25267064 25267336 - -ENSG00000258275.1 OR7K1P chr14 25357764 25358689 + -ENSG00000257976.1 RP11-388G3.1 chr14 25431193 25432234 - -ENSG00000212270.1 SNORD37 chr14 25806648 25806712 - -ENSG00000279521.1 RP11-314P15.1 chr14 25820366 25822741 + -ENSG00000257986.1 RP11-314P15.2 chr14 25835858 26143305 - -ENSG00000212037.1 AL049831.1 chr14 26172166 26172258 - -ENSG00000257503.1 CYB5AP5 chr14 26208036 26208424 + -ENSG00000139910.19 NOVA1 chr14 26443093 26597754 - -ENSG00000262119.1 RP11-483C6.1 chr14 26592747 26594517 - -ENSG00000257842.5 NOVA1-AS1 chr14 26598412 26806467 + -ENSG00000257845.1 RP11-626P14.1 chr14 26775495 26822107 - -ENSG00000257185.1 RP11-626P14.2 chr14 26809417 26836458 + -ENSG00000258081.3 RP11-384J4.2 chr14 26836728 27160420 + -ENSG00000257612.1 RP11-384J4.1 chr14 26873133 26914743 + -ENSG00000265165.1 MIR4307 chr14 26908642 26908725 + -ENSG00000222899.1 AL110292.1 chr14 26927653 26927775 + -ENSG00000258932.5 CTD-3006G17.2 chr14 27258717 27845286 - -ENSG00000258548.5 LINC00645 chr14 27612588 27639636 + -ENSG00000264657.1 MIR3171 chr14 27633205 27633278 - -ENSG00000223164.1 AL445384.1 chr14 27990005 27990115 + -ENSG00000197358.9 BNIP3P1 chr14 28264390 28265974 + -ENSG00000257869.1 CTD-2591A6.2 chr14 28318141 28418612 + -ENSG00000240179.1 RPL26P3 chr14 28489910 28490362 + -ENSG00000258175.1 RP11-412H8.2 chr14 28592223 28613623 - -ENSG00000257662.1 EIF4A1P12 chr14 28593779 28593919 + -ENSG00000258282.2 BTF3P2 chr14 28673241 28673727 - -ENSG00000257126.5 FOXG1-AS1 chr14 28729083 28765277 - -ENSG00000176165.9 FOXG1 chr14 28765388 28770277 + -ENSG00000186960.10 LINC01551 chr14 28772704 28813453 + -ENSG00000257056.2 RP11-966I7.2 chr14 28783491 28785787 - -ENSG00000257748.1 RP11-966I7.3 chr14 28800084 28830204 - -ENSG00000274762.1 RP11-966I7.4 chr14 28818741 28819258 + -ENSG00000258038.5 CTD-2384A14.1 chr14 28830244 28968400 + -ENSG00000258065.1 RP11-30H9.1 chr14 28857384 28858701 - -ENSG00000207164.1 Y_RNA chr14 28901236 28901347 - -ENSG00000258028.1 RP11-148E17.1 chr14 28936889 29028763 + -ENSG00000257523.1 CTD-2384A14.2 chr14 28975836 28978924 - -ENSG00000252065.1 RNU6-864P chr14 28982303 28982410 - -ENSG00000281812.1 AL135878.1 chr14 29059754 29059848 - -ENSG00000257522.5 RP11-562L8.1 chr14 29264381 29381295 - -ENSG00000258107.1 RP11-260G13.1 chr14 29390346 29436412 + -ENSG00000212518.1 RNU11-5P chr14 29476784 29476912 + -ENSG00000184304.14 PRKD1 chr14 29576479 30191898 - -ENSG00000257120.1 CTD-2503I6.1 chr14 29652809 29657916 + -ENSG00000264797.1 AL356756.1 chr14 29705299 29705402 - -ENSG00000252686.1 RNU6-1234P chr14 29811916 29812018 + -ENSG00000257904.1 RP11-269C4.2 chr14 29940745 29980212 + -ENSG00000248975.2 CTD-2251F13.1 chr14 29952397 30297043 - -ENSG00000240201.1 RP11-269C4.1 chr14 30055210 30055954 + -ENSG00000279032.1 RP11-306B9.1 chr14 30370108 30373115 + -ENSG00000257636.6 RP11-1103G16.1 chr14 30437992 30573629 - -ENSG00000278587.1 uc_338 chr14 30519161 30519318 + -ENSG00000258350.1 SYF2P1 chr14 30541776 30542188 - -ENSG00000092140.14 G2E3 chr14 30559123 30620063 + -ENSG00000092108.20 SCFD1 chr14 30622112 30735812 + -ENSG00000258648.1 UBE2CP1 chr14 30683045 30683598 - -ENSG00000258558.1 RP11-159L20.2 chr14 30734926 30822702 - -ENSG00000243855.1 RP11-114O13.1 chr14 30791098 30791489 + -ENSG00000240513.1 RP11-829H16.1 chr14 30819714 30819914 + -ENSG00000213867.4 RP11-829H16.2 chr14 30821419 30821843 + -ENSG00000100473.15 COCH chr14 30874514 30895065 + -ENSG00000258525.1 RP11-829H16.3 chr14 30876179 30889808 - -ENSG00000196792.11 STRN3 chr14 30893799 31026401 - -ENSG00000258886.2 HIGD1AP17 chr14 30964347 30964622 + -ENSG00000207952.1 MIR624 chr14 31014646 31014742 - -ENSG00000258968.2 RP11-829H16.5 chr14 31018446 31018796 + -ENSG00000100478.14 AP4S1 chr14 31025106 31096450 + -ENSG00000092148.12 HECTD1 chr14 31100112 31207804 - -ENSG00000258640.3 RPL21P5 chr14 31111569 31112239 - -ENSG00000207440.1 RNU6-541P chr14 31142939 31143048 + -ENSG00000202402.1 Y_RNA chr14 31244761 31244861 + -ENSG00000257831.1 RP11-596D21.1 chr14 31248628 31302739 + -ENSG00000199291.1 Y_RNA chr14 31258608 31258709 - -ENSG00000129493.14 HEATR5A chr14 31291791 31420582 - -ENSG00000203546.7 RP11-176H8.1 chr14 31334312 31457441 - -ENSG00000250365.6 CTD-2213F21.2 chr14 31420286 31452883 + -ENSG00000129480.12 DTD2 chr14 31446036 31457510 - -ENSG00000239323.1 CTD-2213F21.1 chr14 31462795 31463371 - -ENSG00000214943.3 GPR33 chr14 31482964 31487945 - -ENSG00000151413.16 NUBPL chr14 31489956 31861224 + -ENSG00000258196.1 CTD-2213F21.4 chr14 31553358 31558498 - -ENSG00000257155.1 CTD-2213F21.3 chr14 31558507 31561334 - -ENSG00000223087.2 RNU6-602P chr14 31662039 31662143 - -ENSG00000207412.1 RNU6-455P chr14 31686692 31686798 - -ENSG00000257472.1 RP11-159D23.2 chr14 31925801 31930146 - -ENSG00000258474.1 RP11-187E13.1 chr14 31944853 31950382 + -ENSG00000275002.1 RP11-187E13.3 chr14 31964550 31965095 + -ENSG00000258386.1 RP11-187E13.2 chr14 32006902 32018685 + -ENSG00000258655.2 ARHGAP5-AS1 chr14 32074946 32076793 - -ENSG00000100852.12 ARHGAP5 chr14 32076114 32159728 + -ENSG00000201654.1 RNU6-7 chr14 32202045 32202151 + -ENSG00000202337.1 RNU6-8 chr14 32203163 32203269 - -ENSG00000258619.2 RP11-134E15.1 chr14 32241524 32243093 - -ENSG00000259086.3 RP11-134E15.2 chr14 32271857 32272301 - -ENSG00000151320.10 AKAP6 chr14 32329273 32837681 + -ENSG00000258580.1 RP11-320M16.2 chr14 32373337 32417974 - -ENSG00000278746.1 RN7SL660P chr14 32442341 32442639 + -ENSG00000259045.1 RP11-320M16.1 chr14 32484098 32484800 - -ENSG00000277394.1 AL132988.1 chr14 32484915 32484991 - -ENSG00000280281.1 RP11-340L3.1 chr14 32879246 32882830 + -ENSG00000151322.18 NPAS3 chr14 32934933 33804176 + -ENSG00000276444.1 AL139296.1 chr14 33200164 33200260 - -ENSG00000129521.13 EGLN3 chr14 33924231 34462774 - -ENSG00000265244.1 AL358340.1 chr14 33977310 33977391 - -ENSG00000258897.1 EGLN3-AS1 chr14 34040097 34059300 + -ENSG00000223593.1 AL356806.3 chr14 34416687 34417602 - -ENSG00000165389.6 SPTSSA chr14 34432789 34462356 - -ENSG00000237450.5 RPL23AP71 chr14 34485979 34486447 + -ENSG00000129518.8 EAPP chr14 34515929 34539711 - -ENSG00000279423.1 RP11-671J11.5 chr14 34541044 34541714 + -ENSG00000259002.2 RP11-671J11.7 chr14 34541740 34546329 - -ENSG00000206596.1 RNU1-27P chr14 34546714 34546877 + -ENSG00000206588.1 RNU1-28P chr14 34556226 34556389 - -ENSG00000259135.1 RP11-671J11.4 chr14 34556774 34561298 + -ENSG00000129515.18 SNX6 chr14 34561094 34630183 - -ENSG00000240463.1 RPS19P3 chr14 34568689 34569129 - -ENSG00000275978.1 Metazoa_SRP chr14 34659564 34659878 - -ENSG00000253003.1 RNU6-1261P chr14 34675891 34675994 + -ENSG00000241582.1 RPL23AP8 chr14 34694170 34694644 + -ENSG00000165410.14 CFL2 chr14 34706769 34714823 - -ENSG00000243824.1 RP11-434O22.1 chr14 34740336 34740833 - -ENSG00000198604.10 BAZ1A chr14 34752731 34875647 - -ENSG00000263691.1 AL355885.1 chr14 34801531 34801585 - -ENSG00000251726.1 RNU7-41P chr14 34845300 34845360 - -ENSG00000258738.1 RP11-73E17.2 chr14 34874343 34876459 + -ENSG00000258704.5 SRP54-AS1 chr14 34920858 34982532 - -ENSG00000258493.2 RP11-73E17.3 chr14 34920865 34921006 + -ENSG00000226677.3 IGBP1P1 chr14 34939324 34940332 + -ENSG00000100883.11 SRP54 chr14 34981957 35029567 + -ENSG00000151327.12 FAM177A1 chr14 35044907 35113130 + -ENSG00000092020.10 PPP2R3C chr14 35085467 35122517 - -ENSG00000279434.1 RP11-85K15.3 chr14 35086035 35088059 + -ENSG00000100890.15 KIAA0391 chr14 35121846 35277614 + -ENSG00000258790.1 RP11-561B11.2 chr14 35122549 35317474 + -ENSG00000241052.1 RPL23AP70 chr14 35144021 35144480 - -ENSG00000259090.1 SEPT7P1 chr14 35157904 35159099 - -ENSG00000282625.1 MRPL57P8 chr14 35219023 35219283 - -ENSG00000282308.1 DPRXP3 chr14 35222174 35222746 + -ENSG00000256243.2 RPL7AP3 chr14 35235180 35235651 - -ENSG00000240392.1 RPL9P3 chr14 35262462 35263036 + -ENSG00000100902.10 PSMA6 chr14 35278633 35317493 + -ENSG00000265530.1 AL121594.1 chr14 35291486 35291576 + -ENSG00000258860.1 RP11-561B11.3 chr14 35362232 35363628 - -ENSG00000240023.1 RP11-561B11.1 chr14 35388121 35389069 - -ENSG00000100906.10 NFKBIA chr14 35401511 35404749 - -ENSG00000259022.2 DNAJC8P1 chr14 35430260 35430631 + -ENSG00000259017.1 RP11-561B11.6 chr14 35447003 35447625 - -ENSG00000259105.1 RPS3AP4 chr14 35468272 35469330 + -ENSG00000258783.1 KRT18P6 chr14 35511825 35513089 - -ENSG00000168348.3 INSM2 chr14 35534042 35537054 + -ENSG00000174373.15 RALGAPA1 chr14 35538352 35809304 - -ENSG00000280729.1 AL160231.1 chr14 35576760 35576859 - -ENSG00000253059.1 SNORA31 chr14 35756327 35756463 + -ENSG00000257957.1 QRSL1P3 chr14 35765795 35767110 + -ENSG00000266264.1 AL162311.1 chr14 35809212 35809300 - -ENSG00000258938.1 RP11-317N8.5 chr14 35819224 35826765 - -ENSG00000258300.2 NUTF2P2 chr14 35819837 35820220 + -ENSG00000100916.13 BRMS1L chr14 35826318 35932325 + -ENSG00000257272.1 RP11-317N8.3 chr14 35873857 35875303 + -ENSG00000257307.1 RP11-317N8.4 chr14 35881001 35881709 + -ENSG00000258342.1 RP11-116N8.1 chr14 35897982 36063743 + -ENSG00000257614.1 RP11-116N8.2 chr14 35947556 35950044 - -ENSG00000257720.1 ILF2P2 chr14 36054197 36055313 - -ENSG00000257826.1 RP11-116N8.4 chr14 36061026 36067190 - -ENSG00000257585.1 LINC00609 chr14 36070427 36165288 + -ENSG00000259104.2 PTCSC3 chr14 36136108 36176468 - -ENSG00000212071.1 AL162511.1 chr14 36196480 36196568 - -ENSG00000258844.1 RP11-259K15.2 chr14 36214607 36235608 + -ENSG00000252312.1 RN7SKP21 chr14 36231555 36231774 - -ENSG00000151332.18 MBIP chr14 36298558 36320676 - -ENSG00000188831.4 DPPA3P2 chr14 36371165 36372383 + -ENSG00000238540.1 RNU7-93P chr14 36405214 36405274 + -ENSG00000257520.1 RP11-896J10.3 chr14 36473207 36519521 - -ENSG00000229415.9 SFTA3 chr14 36473288 36513829 - -ENSG00000136352.17 NKX2-1 chr14 36516392 36521149 - -ENSG00000253563.2 NKX2-1-AS1 chr14 36519278 36523016 + -ENSG00000258467.1 PHKBP2 chr14 36533506 36534538 - -ENSG00000243730.2 RPL29P3 chr14 36577543 36578005 - -ENSG00000136327.6 NKX2-8 chr14 36580579 36582607 - -ENSG00000201395.1 RN7SKP257 chr14 36593839 36594147 - -ENSG00000258661.1 RP11-964E11.2 chr14 36647083 36658801 - -ENSG00000198807.12 PAX9 chr14 36657568 36679715 + -ENSG00000183032.10 SLC25A21 chr14 36677921 37172866 - -ENSG00000258690.1 RP11-81F13.1 chr14 36788644 36807163 + -ENSG00000258601.1 RP11-81F13.2 chr14 36808871 36828729 + -ENSG00000266327.1 MIR4503 chr14 36952309 36952391 - -ENSG00000258827.2 RP11-537P22.2 chr14 37097062 37098563 - -ENSG00000258708.1 SLC25A21-AS1 chr14 37171888 37173811 + -ENSG00000252746.1 RNU6-273P chr14 37187219 37187314 + -ENSG00000151338.18 MIPOL1 chr14 37197913 37552361 + -ENSG00000207046.1 RNU6-886P chr14 37434469 37434573 - -ENSG00000259087.5 RP11-356O9.2 chr14 37556158 37567095 - -ENSG00000258414.1 RP11-356O9.1 chr14 37564047 37579125 + -ENSG00000129514.5 FOXA1 chr14 37589984 37596059 - -ENSG00000139865.16 TTC6 chr14 37595847 38041442 + -ENSG00000200385.1 SNORA42 chr14 37720425 37720561 + -ENSG00000201431.1 RNU6-1277P chr14 37827798 37827904 - -ENSG00000259091.1 LINC00517 chr14 37896060 37902372 - -ENSG00000258696.1 CTD-2058B24.3 chr14 38003113 38004847 - -ENSG00000259048.1 CTD-2058B24.2 chr14 38034287 38194281 - -ENSG00000258649.1 CTD-2142D14.1 chr14 38190983 38202923 + -ENSG00000139874.5 SSTR1 chr14 38207999 38213067 + -ENSG00000176435.6 CLEC14A chr14 38254103 38256369 - -ENSG00000259072.1 RP11-96D24.1 chr14 38290953 38311930 + -ENSG00000271468.1 RP11-14N4.1 chr14 38605255 38606098 + -ENSG00000258948.2 KRT8P1 chr14 38727275 38728481 + -ENSG00000259070.5 LINC00639 chr14 38749339 38948273 - -ENSG00000258680.2 RP11-506K19.1 chr14 38835389 38835788 + -ENSG00000270713.1 RP11-506K19.2 chr14 38973399 38974085 - -ENSG00000199285.1 Y_RNA chr14 38987281 38987383 + -ENSG00000100934.14 SEC23A chr14 39031919 39109646 - -ENSG00000259121.2 RP11-545M17.2 chr14 39090901 39091101 + -ENSG00000258651.1 RP11-545M17.1 chr14 39103140 39103812 + -ENSG00000258591.2 RP11-545M17.3 chr14 39108342 39108707 + -ENSG00000092208.16 GEMIN2 chr14 39114223 39136973 + -ENSG00000182400.14 TRAPPC6B chr14 39147811 39170532 - -ENSG00000241984.2 RPL7AP2 chr14 39156742 39157852 + -ENSG00000259083.1 RP11-407N17.4 chr14 39174885 39175880 - -ENSG00000100941.8 PNN chr14 39175183 39183218 + -ENSG00000258671.2 RP11-407N17.2 chr14 39211781 39212255 + -ENSG00000270503.1 RP11-407N17.6 chr14 39215065 39216335 + -ENSG00000150526.11 MIA2 chr14 39230231 39253655 + -ENSG00000258941.3 RP11-407N17.3 chr14 39233902 39350423 + -ENSG00000150527.16 CTAGE5 chr14 39265284 39388513 + -ENSG00000258940.2 RP11-407N17.5 chr14 39265703 39267061 - -ENSG00000271424.1 RP11-647O20.1 chr14 39370279 39370756 - -ENSG00000259100.1 RP11-1074O12.1 chr14 39385404 39387102 - -ENSG00000165355.7 FBXO33 chr14 39397669 39432500 - -ENSG00000258526.5 RP11-111A21.1 chr14 39474840 39513780 + -ENSG00000258418.1 RP11-662J14.1 chr14 40386252 40386794 + -ENSG00000258480.1 RP11-662J14.2 chr14 40387558 40389140 + -ENSG00000251363.2 RP11-129M6.1 chr14 40954898 40975877 + -ENSG00000258385.1 RP11-629F19.1 chr14 41296286 41298734 + -ENSG00000221695.1 AL390335.1 chr14 41349294 41349367 + -ENSG00000279972.1 RP11-354G16.1 chr14 41514972 41515350 - -ENSG00000258901.2 CTD-2298J14.1 chr14 41555662 41556055 - -ENSG00000258636.1 CTD-2298J14.2 chr14 41587861 41604856 - -ENSG00000251858.1 SNORA31 chr14 41594463 41594591 + -ENSG00000165379.13 LRFN5 chr14 41607570 41904549 + -ENSG00000258536.1 RP11-1053O12.1 chr14 41742639 41742963 + -ENSG00000266500.1 AL138498.1 chr14 41952476 41952560 + -ENSG00000259149.1 RP11-313C4.1 chr14 42259731 42268586 - -ENSG00000222084.1 AL445074.1 chr14 42300751 42300862 + -ENSG00000258394.1 CTD-2307P3.1 chr14 42362983 42703655 + -ENSG00000258850.1 RP11-214N1.1 chr14 42412573 42528888 + -ENSG00000258505.1 RP11-90P16.1 chr14 42608868 42609577 + -ENSG00000258622.2 RP11-90P16.2 chr14 42657763 42657918 - -ENSG00000258934.1 RP11-97N10.1 chr14 42807378 42808112 - -ENSG00000259047.1 RP11-16O13.1 chr14 42989201 42989483 + -ENSG00000258406.1 RP11-88E18.1 chr14 43274824 43275697 + -ENSG00000259051.1 HNRNPUP1 chr14 43300263 43300595 + -ENSG00000258828.2 KRT8P2 chr14 43540883 43541826 - -ENSG00000258387.1 RP11-557C9.3 chr14 43592142 43592262 - -ENSG00000258894.1 RP11-557C9.1 chr14 43595136 43596683 + -ENSG00000258969.1 RP11-305B6.3 chr14 43995781 44384545 - -ENSG00000259019.1 EIF4BP1 chr14 44077534 44077884 - -ENSG00000259137.1 RP11-305B6.1 chr14 44120210 44120761 - -ENSG00000259148.1 RP11-322L17.1 chr14 44290997 44291718 - -ENSG00000259126.1 RP11-99L13.2 chr14 44392531 44393716 - -ENSG00000277472.1 AL161752.1 chr14 44394175 44394265 - -ENSG00000258487.1 RP11-99L13.1 chr14 44444747 44480618 - -ENSG00000189139.5 FSCB chr14 44504342 44507279 - -ENSG00000258747.1 RP11-163M18.1 chr14 44507407 44538513 + -ENSG00000258998.1 RP11-398E10.1 chr14 44763157 44782829 - -ENSG00000259000.1 DOCK11P1 chr14 44860316 44866247 - -ENSG00000258633.1 RP11-857B24.1 chr14 44876874 44897077 - -ENSG00000258509.1 RP11-857B24.3 chr14 44887434 44887741 - -ENSG00000259046.1 RP11-857B24.2 chr14 44888556 44889041 - -ENSG00000179476.7 C14orf28 chr14 44897295 44907257 + -ENSG00000258949.1 RP11-857B24.5 chr14 44898908 44911863 - -ENSG00000179454.13 KLHL28 chr14 44924319 45042322 - -ENSG00000198718.12 FAM179B chr14 44962208 45074431 + -ENSG00000278147.1 CTD-3028N15.3 chr14 45079849 45080189 + -ENSG00000249163.3 CTD-3028N15.1 chr14 45083045 45083977 - -ENSG00000185246.17 PRPF39 chr14 45084099 45116282 + -ENSG00000212615.1 SNORD58 chr14 45088243 45088308 + -ENSG00000239043.1 SNORD127 chr14 45110883 45110968 + -ENSG00000100442.10 FKBP3 chr14 45115600 45135319 - -ENSG00000187790.10 FANCM chr14 45135940 45200890 + -ENSG00000129534.13 MIS18BP1 chr14 45203190 45253540 - -ENSG00000199739.1 RNU6-552P chr14 45274359 45274477 - -ENSG00000258608.1 DNAJC19P9 chr14 45290036 45290386 + -ENSG00000260046.1 RP11-454K7.3 chr14 45369215 45370839 + -ENSG00000257900.2 RP11-454K7.1 chr14 45377268 45389286 + -ENSG00000258746.2 RP11-454K7.2 chr14 45502742 45503140 - -ENSG00000258845.1 RP11-945F5.1 chr14 45567995 45569069 + -ENSG00000258616.5 RP11-369C8.1 chr14 45706250 45715952 - -ENSG00000264420.1 AL158111.1 chr14 45816143 45816229 - -ENSG00000258700.5 LINC00871 chr14 45940943 46501823 + -ENSG00000165496.4 RPL10L chr14 46651010 46651821 - -ENSG00000139915.18 MDGA2 chr14 46839629 47674954 - -ENSG00000251735.1 SNORA25 chr14 46960423 46960546 + -ENSG00000258392.1 RPA2P1 chr14 46996454 46997174 + -ENSG00000244053.1 RPL13AP2 chr14 47200575 47201104 - -ENSG00000214903.4 RPS15AP3 chr14 47444106 47444494 - -ENSG00000281262.1 AL079306.1 chr14 47540522 47540580 + -ENSG00000263945.1 MIR548Y chr14 47760995 47761104 - -ENSG00000259129.5 LINC00648 chr14 47764954 47795092 - -ENSG00000259117.1 RP11-476J6.1 chr14 47801926 47802201 - -ENSG00000258639.1 RP11-10A2.1 chr14 48045481 48046216 + -ENSG00000270359.1 RP11-2G1.3 chr14 48319068 48319394 - -ENSG00000207366.1 RNU6-297P chr14 48341226 48341332 - -ENSG00000258751.1 RP11-2G1.1 chr14 48396508 48491767 - -ENSG00000258750.2 RP11-2G1.2 chr14 48398310 48399375 + -ENSG00000242417.1 RP11-286B5.1 chr14 48489883 48490434 + -ENSG00000251731.1 AL512359.1 chr14 48493933 48494064 - -ENSG00000258381.1 RP11-737F10.1 chr14 48819360 48819593 + -ENSG00000258868.1 RP11-816J8.1 chr14 49057713 49077505 - -ENSG00000258401.1 RP11-326E7.1 chr14 49373966 49374383 + -ENSG00000252424.1 RNA5SP384 chr14 49552633 49552748 + -ENSG00000213741.8 RPS29 chr14 49570984 49599164 - -ENSG00000244270.1 RPL32P29 chr14 49577392 49577794 - -ENSG00000276168.1 RN7SL1 chr14 49586580 49586878 + -ENSG00000281893.1 AL139099.3 chr14 49586722 49586791 + -ENSG00000281255.1 AL139099.2 chr14 49586803 49586882 + -ENSG00000252919.1 Y_RNA chr14 49592236 49592337 - -ENSG00000165501.16 LRR1 chr14 49598697 49614672 + -ENSG00000258568.1 RHOQP1 chr14 49599994 49600572 + -ENSG00000278009.1 RP11-649E7.8 chr14 49601011 49601124 - -ENSG00000165502.6 RPL36AL chr14 49618519 49620685 - -ENSG00000168282.5 MGAT2 chr14 49620795 49623481 + -ENSG00000258377.1 RP11-649E7.5 chr14 49620815 49623480 - -ENSG00000165506.14 DNAAF2 chr14 49625174 49635230 - -ENSG00000258450.1 RP11-649E7.7 chr14 49629291 49629890 - -ENSG00000275425.1 AL139099.1 chr14 49635000 49635077 + -ENSG00000100479.12 POLE2 chr14 49643555 49688422 - -ENSG00000259155.2 RP11-831F12.3 chr14 49677369 49677893 + -ENSG00000258462.2 RP11-831F12.4 chr14 49681302 49681886 + -ENSG00000221114.1 RNU6ATAC30P chr14 49684544 49684665 + -ENSG00000197776.7 KLHDC1 chr14 49693105 49753152 + -ENSG00000258400.1 RP11-831F12.2 chr14 49707667 49708792 - -ENSG00000165516.10 KLHDC2 chr14 49767608 49786385 + -ENSG00000165525.17 NEMF chr14 49782083 49853203 - -ENSG00000277634.1 Y_RNA chr14 49839401 49839493 - -ENSG00000252474.1 RNU6-539P chr14 49839725 49839827 + -ENSG00000278771.1 Metazoa_SRP chr14 49853616 49853914 - -ENSG00000279868.2 RN7SL3 chr14 49853703 49853772 - -ENSG00000280102.2 RN7SL2 chr14 49862547 49862626 - -ENSG00000274012.1 Metazoa_SRP chr14 49862550 49862849 - -ENSG00000280602.1 AL627171.1 chr14 49862638 49862707 - -ENSG00000278002.1 RP11-596C23.2 chr14 49863072 49864379 + -ENSG00000165527.6 ARF6 chr14 49893092 49897054 + -ENSG00000251929.1 RNU6-189P chr14 49901850 49901950 - -ENSG00000274704.1 Metazoa_SRP chr14 49913493 49913760 - -ENSG00000258946.5 RP11-58E21.4 chr14 49927571 49961960 - -ENSG00000278038.1 MIR6076 chr14 49966399 49966511 + -ENSG00000214900.8 LINC01588 chr14 49981712 50007520 - -ENSG00000258929.6 RP11-58E21.3 chr14 50007313 50041229 - -ENSG00000273065.1 RP11-58E21.5 chr14 50039145 50089195 - -ENSG00000273307.1 RP11-58E21.7 chr14 50041643 50089175 - -ENSG00000270788.1 PDLIM1P1 chr14 50050368 50051336 + -ENSG00000243038.1 RP11-58E21.1 chr14 50052857 50053569 + -ENSG00000201358.1 RN7SKP193 chr14 50068568 50068873 + -ENSG00000168260.3 LINC01599 chr14 50083651 50092643 - -ENSG00000251792.1 Y_RNA chr14 50086982 50087083 + -ENSG00000100483.13 VCPKMT chr14 50108632 50116600 - -ENSG00000100485.11 SOS2 chr14 50117120 50231558 - -ENSG00000087299.11 L2HGDH chr14 50237563 50312548 - -ENSG00000264712.2 MIR4504 chr14 50299850 50299962 - -ENSG00000125375.14 ATP5S chr14 50312326 50335558 + -ENSG00000259071.1 RP11-247L20.4 chr14 50326526 50327909 - -ENSG00000100490.9 CDKL1 chr14 50329404 50416461 - -ENSG00000258857.1 RP11-247L20.3 chr14 50397013 50398345 + -ENSG00000012983.11 MAP4K5 chr14 50418501 50561126 - -ENSG00000259113.1 RP11-406H23.2 chr14 50448807 50456742 + -ENSG00000201573.1 Y_RNA chr14 50468397 50468498 - -ENSG00000273675.1 RP11-406H23.5 chr14 50471769 50472592 + -ENSG00000198513.11 ATL1 chr14 50532509 50633068 + -ENSG00000258577.1 SNRPGP1 chr14 50571919 50572140 - -ENSG00000151748.14 SAV1 chr14 50632058 50668331 - -ENSG00000243103.3 RN7SL452P chr14 50637691 50637981 - -ENSG00000269906.1 RP11-248J18.2 chr14 50662511 50663178 - -ENSG00000258491.2 ZFP64P1 chr14 50704343 50705511 - -ENSG00000100503.23 NIN chr14 50719763 50831121 - -ENSG00000270062.1 RP11-248J18.3 chr14 50723777 50724272 - -ENSG00000258843.1 RP11-286O18.1 chr14 50821880 50823501 + -ENSG00000252945.1 snoU83B chr14 50844625 50844712 + -ENSG00000258687.1 RP11-218E20.2 chr14 50848122 50865659 + -ENSG00000100504.16 PYGL chr14 50857891 50944736 - -ENSG00000131969.14 ABHD12B chr14 50872160 50904970 + -ENSG00000258745.1 RP11-218E20.5 chr14 50912226 50913358 + -ENSG00000258711.2 RP11-218E20.3 chr14 50956259 50962002 - -ENSG00000100505.13 TRIM9 chr14 50975262 51096061 - -ENSG00000259055.1 RP11-1140I5.1 chr14 51088957 51091288 + -ENSG00000139921.12 TMX1 chr14 51240162 51257546 + -ENSG00000201376.1 SNORA70 chr14 51244090 51244224 + -ENSG00000201820.1 Y_RNA chr14 51253933 51254023 - -ENSG00000258955.1 LINC00519 chr14 51304416 51328386 - -ENSG00000258479.5 LINC00640 chr14 51333393 51365557 + -ENSG00000258942.1 RP11-255G12.2 chr14 51344914 51385603 - -ENSG00000258808.1 RP11-255G12.3 chr14 51392128 51397135 - -ENSG00000258893.1 SETP2 chr14 51436038 51436963 + -ENSG00000258537.5 FRMD6-AS2 chr14 51454512 51599952 - -ENSG00000139926.15 FRMD6 chr14 51489100 51730727 + -ENSG00000252400.1 RNU6-1291P chr14 51522864 51522967 + -ENSG00000277050.1 RP11-102G14.1 chr14 51637348 51637947 - -ENSG00000273888.1 FRMD6-AS1 chr14 51649516 51651744 - -ENSG00000251756.1 RNA5SP385 chr14 51692752 51692861 + -ENSG00000207004.1 RNU6-301P chr14 51724103 51724209 + -ENSG00000259111.1 RP11-280K24.1 chr14 51750560 51763114 + -ENSG00000258423.1 OR7E105P chr14 51756996 51757988 + -ENSG00000258550.1 OR7E106P chr14 51763056 51764076 - -ENSG00000258535.1 RP11-280K24.4 chr14 51765276 51825422 + -ENSG00000258849.1 OR7E159P chr14 51771789 51772086 - -ENSG00000259157.1 RP11-280K24.6 chr14 51787461 51787743 + -ENSG00000186469.8 GNG2 chr14 51826195 51979342 + -ENSG00000258928.1 RP11-463J10.2 chr14 51916145 51918571 - -ENSG00000259007.1 RP11-463J10.3 chr14 51967003 51969800 - -ENSG00000258854.1 RP11-463J10.4 chr14 51982520 51987219 - -ENSG00000087302.8 C14orf166 chr14 51989475 52010691 + -ENSG00000087303.16 NID2 chr14 52004803 52069228 - -ENSG00000258694.1 RP11-1033H12.1 chr14 52111122 52129625 - -ENSG00000258981.1 COX5AP2 chr14 52117602 52117995 + -ENSG00000258440.1 RP11-1033H12.3 chr14 52155740 52156179 + -ENSG00000168229.3 PTGDR chr14 52267713 52276724 + -ENSG00000261208.1 RP11-452D12.1 chr14 52286797 52289268 + -ENSG00000125384.6 PTGER2 chr14 52314305 52328606 + -ENSG00000087301.8 TXNDC16 chr14 52430590 52552522 - -ENSG00000180998.11 GPR137C chr14 52553148 52637713 + -ENSG00000197930.12 ERO1L chr14 52639916 52695900 - -ENSG00000258757.1 RP11-841O20.2 chr14 52640839 52641566 + -ENSG00000100519.11 PSMC6 chr14 52707172 52728587 + -ENSG00000198252.11 STYX chr14 52730180 52774998 + -ENSG00000100522.8 GNPNAT1 chr14 52775194 52791668 - -ENSG00000259049.1 RP11-589M4.1 chr14 52775237 52777740 + -ENSG00000258698.1 RP11-589M4.3 chr14 52792875 52820034 - -ENSG00000258802.1 RP11-589M4.2 chr14 52798904 52799061 - -ENSG00000073712.13 FERMT2 chr14 52857268 52952435 - -ENSG00000271075.1 RP11-589M4.4 chr14 52871458 52872217 + -ENSG00000258503.1 RP11-368P15.1 chr14 53011971 53012267 + -ENSG00000258993.1 RP11-368P15.2 chr14 53023055 53023597 + -ENSG00000100523.14 DDHD1 chr14 53036745 53153282 - -ENSG00000258985.1 RP11-368P15.3 chr14 53036755 53038251 + -ENSG00000266552.1 AL356020.1 chr14 53153049 53153115 - -ENSG00000258731.1 RP11-547D23.1 chr14 53153354 53157528 + -ENSG00000237356.5 AL163953.3 chr14 53169054 53687258 + -ENSG00000225680.1 AL163953.2 chr14 53599832 53614026 - -ENSG00000226132.1 RPS3AP46 chr14 53612724 53613405 + -ENSG00000235269.1 AL162759.1 chr14 53768942 53850882 - -ENSG00000231922.1 AL138479.3 chr14 53917270 53917753 - -ENSG00000266431.1 MIR5580 chr14 53948427 53948484 - -ENSG00000125378.15 BMP4 chr14 53949736 53958761 - -ENSG00000224004.2 ATP5C1P1 chr14 53991101 53991995 - -ENSG00000100526.19 CDKN3 chr14 54396849 54420218 + -ENSG00000100528.11 CNIH1 chr14 54423560 54441431 - -ENSG00000258753.1 RP11-794A8.1 chr14 54470709 54471218 + -ENSG00000197045.12 GMFB chr14 54474484 54489196 - -ENSG00000100532.11 CGRRF1 chr14 54509812 54539309 + -ENSG00000020577.13 SAMD4A chr14 54567097 54793315 + -ENSG00000274983.1 AL138994.1 chr14 54641608 54641705 - -ENSG00000131979.18 GCH1 chr14 54842008 54902852 - -ENSG00000252019.1 RNU6ATAC9P chr14 54859215 54859330 + -ENSG00000265432.1 MIR4308 chr14 54878113 54878193 - -ENSG00000258872.2 FDPSP3 chr14 54884849 54886213 - -ENSG00000198554.11 WDHD1 chr14 54938950 55027105 - -ENSG00000233924.1 AL160471.6 chr14 55004813 55005687 - -ENSG00000180008.8 SOCS4 chr14 55027230 55049488 + -ENSG00000168175.14 MAPK1IP1L chr14 55051631 55070192 + -ENSG00000131981.15 LGALS3 chr14 55124110 55145413 + -ENSG00000126787.12 DLGAP5 chr14 55148112 55191678 - -ENSG00000258050.2 RP11-698F20.3 chr14 55196727 55199013 - -ENSG00000279392.1 AL158801.1 chr14 55229217 55229681 + -ENSG00000271180.1 RP11-665C16.8 chr14 55240622 55241080 - -ENSG00000258413.1 RP11-665C16.6 chr14 55262767 55272075 - -ENSG00000178974.9 FBXO34 chr14 55271303 55361918 + -ENSG00000239686.1 RP11-665C16.1 chr14 55282296 55282643 - -ENSG00000278818.1 Metazoa_SRP chr14 55285227 55285558 + -ENSG00000258469.1 CHMP4BP1 chr14 55298644 55299231 + -ENSG00000258455.1 RP11-665C16.5 chr14 55325834 55339501 - -ENSG00000126775.8 ATG14 chr14 55366392 55411858 - -ENSG00000259318.1 RP11-454L9.2 chr14 55394940 55395233 - -ENSG00000182521.5 TBPL2 chr14 55413541 55456726 - -ENSG00000239199.1 RPL21P6 chr14 55413556 55414059 - -ENSG00000186615.10 KTN1-AS1 chr14 55499278 55580110 - -ENSG00000213641.4 RPL7AP4 chr14 55543401 55544169 + -ENSG00000271484.1 RP11-132J14.3 chr14 55546674 55548123 + -ENSG00000126777.17 KTN1 chr14 55559072 55701526 + -ENSG00000200742.1 Y_RNA chr14 55651534 55651634 + -ENSG00000258784.1 RP11-813I20.2 chr14 55748208 55773203 + -ENSG00000177350.6 RPL13AP3 chr14 55766177 55767717 + -ENSG00000258791.7 LINC00520 chr14 55781135 55796688 - -ENSG00000259868.2 RP11-1012E15.2 chr14 55896547 55962970 + -ENSG00000221254.2 AL163952.1 chr14 56075480 56075566 + -ENSG00000277763.1 CTD-2588E21.1 chr14 56117316 56117990 - -ENSG00000139946.9 PELI2 chr14 56117814 56301526 + -ENSG00000259483.1 RP11-930O11.2 chr14 56303490 56310761 - -ENSG00000275569.1 RP11-930O11.3 chr14 56305838 56306394 + -ENSG00000259719.5 RP11-930O11.1 chr14 56310880 56345001 + -ENSG00000070269.13 TMEM260 chr14 56488354 56650606 + -ENSG00000258803.1 RP11-624J12.1 chr14 56514331 56551309 + -ENSG00000258428.5 RP11-1085N6.2 chr14 56633244 56648658 - -ENSG00000259133.5 RP11-1085N6.3 chr14 56648965 56730535 - -ENSG00000242995.1 RP11-1085N6.1 chr14 56683421 56683741 - -ENSG00000258703.1 RP11-1085N6.4 chr14 56759379 56765757 + -ENSG00000276389.1 AL161757.1 chr14 56781728 56781837 + -ENSG00000165588.16 OTX2 chr14 56799905 56810479 - -ENSG00000248550.3 OTX2-AS1 chr14 56813183 57152177 + -ENSG00000258776.1 RP11-1085N6.5 chr14 56817570 56893710 - -ENSG00000243801.3 RN7SL461P chr14 56824375 56824656 - -ENSG00000200818.1 RNU6-1204P chr14 56824986 56825092 + -ENSG00000243388.1 RPL3P3 chr14 56978409 56979621 + -ENSG00000258758.1 RP11-613G13.1 chr14 57040885 57042504 + -ENSG00000259136.1 RP11-108M12.2 chr14 57044646 57044960 - -ENSG00000258592.1 RP11-108M12.3 chr14 57066260 57112660 - -ENSG00000070367.15 EXOC5 chr14 57200507 57269008 - -ENSG00000053770.11 AP5M1 chr14 57268909 57298742 + -ENSG00000259008.1 RP11-932A10.1 chr14 57355446 57359410 + -ENSG00000139977.13 NAA30 chr14 57390544 57415917 + -ENSG00000100557.9 C14orf105 chr14 57469301 57493867 - -ENSG00000151812.14 SLC35F4 chr14 57563922 57982194 - -ENSG00000259039.1 RP11-409I10.2 chr14 57578632 57581320 + -ENSG00000258856.2 CTD-2325K12.1 chr14 57629841 57631162 + -ENSG00000252837.1 RN7SKP99 chr14 57837354 57837660 - -ENSG00000259969.1 RP11-999E24.3 chr14 57993545 57994525 - -ENSG00000139971.15 C14orf37 chr14 57999735 58298139 - -ENSG00000258836.2 RP11-349A22.2 chr14 58100985 58101574 + -ENSG00000243023.2 UBA52P3 chr14 58141279 58141660 + -ENSG00000243700.3 RN7SL598P chr14 58179771 58180064 + -ENSG00000258519.1 RP11-349A22.3 chr14 58184576 58185507 + -ENSG00000131966.13 ACTR10 chr14 58200080 58235636 + -ENSG00000100567.12 PSMA3 chr14 58244831 58272012 + -ENSG00000258682.1 CTD-2002H8.2 chr14 58264662 58269681 + -ENSG00000257621.7 PSMA3-AS1 chr14 58265365 58298134 - -ENSG00000180189.10 HMGB1P14 chr14 58284773 58285363 + -ENSG00000279636.2 LINC00216 chr14 58288033 58289158 + -ENSG00000252782.1 RNU6-341P chr14 58292293 58292388 - -ENSG00000032219.18 ARID4A chr14 58298385 58373887 + -ENSG00000258658.1 RP11-517O13.3 chr14 58370023 58395641 - -ENSG00000196860.7 TOMM20L chr14 58395916 58408701 + -ENSG00000258378.1 RP11-517O13.1 chr14 58398557 58427125 + -ENSG00000100575.13 TIMM9 chr14 58408494 58427614 - -ENSG00000100578.14 KIAA0586 chr14 58427385 58551289 + -ENSG00000252198.1 Y_RNA chr14 58441844 58441992 + -ENSG00000258650.1 HSBP1P1 chr14 58463971 58464136 + -ENSG00000278479.1 AL139021.1 chr14 58506587 58506695 + -ENSG00000258900.1 HNRNPCP1 chr14 58521223 58521988 + -ENSG00000239510.2 RPL9P5 chr14 58564146 58564616 + -ENSG00000165617.14 DACT1 chr14 58633967 58648321 + -ENSG00000221427.1 AL121819.1 chr14 58771152 58771246 - -ENSG00000213598.4 RP11-112J1.1 chr14 58794654 58795029 + -ENSG00000258734.2 RP11-112J1.3 chr14 58827679 58828176 - -ENSG00000258583.5 LINC01500 chr14 58828234 59017328 + -ENSG00000258685.2 CTD-2315A10.2 chr14 59135488 59136421 - -ENSG00000258996.2 CTD-2315A10.1 chr14 59181593 59181940 + -ENSG00000100592.15 DAAM1 chr14 59188646 59371405 + -ENSG00000252869.1 AL159140.1 chr14 59400023 59400151 + -ENSG00000181619.11 GPR135 chr14 59429022 59465342 - -ENSG00000126790.11 L3HYPDH chr14 59460363 59484430 - -ENSG00000258782.3 RP11-701B16.2 chr14 59479274 59525437 - -ENSG00000050130.17 JKAMP chr14 59484443 59505410 + -ENSG00000151838.11 CCDC175 chr14 59504539 59576831 - -ENSG00000139970.16 RTN1 chr14 59595976 59870966 - -ENSG00000263629.1 MIR5586 chr14 59646962 59647020 - -ENSG00000261120.1 RP11-62H20.1 chr14 59919423 59920339 - -ENSG00000131951.10 LRRC9 chr14 59919713 60063559 + -ENSG00000258553.5 RP11-16B13.1 chr14 59969116 60091783 - -ENSG00000126773.12 PCNXL4 chr14 60091911 60169133 + -ENSG00000100612.13 DHRS7 chr14 60144120 60169856 - -ENSG00000258896.1 SCOCP1 chr14 60158976 60159324 + -ENSG00000258563.2 PSMA3P chr14 60179382 60180016 + -ENSG00000242135.2 RPL17P2 chr14 60212462 60212912 - -ENSG00000254718.6 CTD-2184C24.2 chr14 60240121 60248765 - -ENSG00000100614.17 PPM1A chr14 60245752 60299087 + -ENSG00000258556.1 CTD-2568P8.1 chr14 60323236 60323907 + -ENSG00000179008.8 C14orf39 chr14 60396469 60515543 - -ENSG00000258427.3 RBM8B chr14 60397757 60398281 + -ENSG00000259169.1 GNRHR2P1 chr14 60398934 60400013 - -ENSG00000258692.2 SALL4P7 chr14 60493766 60496885 - -ENSG00000184302.6 SIX6 chr14 60508951 60512850 + -ENSG00000258670.1 RP11-1042B17.3 chr14 60515119 60554916 + -ENSG00000258764.1 RP11-1042B17.4 chr14 60544400 60544654 + -ENSG00000244756.1 RP11-1042B17.1 chr14 60572024 60572311 - -ENSG00000241354.2 RP11-1042B17.2 chr14 60602146 60602533 - -ENSG00000258952.2 SALRNA1 chr14 60639216 60642589 + -ENSG00000126778.8 SIX1 chr14 60643415 60658259 - -ENSG00000100625.8 SIX4 chr14 60709528 60724348 - -ENSG00000020426.10 MNAT1 chr14 60734742 60969953 + -ENSG00000258445.3 RP11-307P22.1 chr14 60779978 60780595 + -ENSG00000258892.1 RP11-193F5.1 chr14 60879714 60982585 + -ENSG00000258485.2 SRMP2 chr14 60919240 60920155 - -ENSG00000126814.6 TRMT5 chr14 60971451 60981358 - -ENSG00000258656.1 RP11-193F5.4 chr14 60972272 60972466 - -ENSG00000206870.1 RNU6-398P chr14 60974327 60974435 + -ENSG00000139974.15 SLC38A6 chr14 60981114 61083733 + -ENSG00000027075.13 PRKCH chr14 61187559 61550976 + -ENSG00000182107.6 TMEM30B chr14 61277370 61281840 - -ENSG00000247287.2 RP11-902B17.1 chr14 61298164 61322818 - -ENSG00000258989.1 RP11-47I22.4 chr14 61529128 61657964 + -ENSG00000258926.1 RP11-47I22.1 chr14 61537508 61545287 - -ENSG00000250548.6 RP11-47I22.2 chr14 61556313 61570653 - -ENSG00000232774.7 FLJ22447 chr14 61570540 61658696 + -ENSG00000258777.1 HIF1A-AS1 chr14 61681041 61695823 - -ENSG00000100644.16 HIF1A chr14 61695513 61748259 + -ENSG00000258667.1 HIF1A-AS2 chr14 61715558 61751097 - -ENSG00000258964.1 RP11-618G20.1 chr14 61734138 61776260 + -ENSG00000023608.4 SNAPC1 chr14 61762357 61796428 + -ENSG00000279633.1 RP11-442G21.2 chr14 61801713 61803634 + -ENSG00000258882.1 CTD-2277K2.1 chr14 61811974 61970319 + -ENSG00000258956.2 COX4I1P1 chr14 61831861 61832369 - -ENSG00000139973.15 SYT16 chr14 61995823 62112550 + -ENSG00000258842.1 RP11-355I22.5 chr14 62069518 62081154 - -ENSG00000258903.1 RP11-355I22.2 chr14 62103378 62117175 - -ENSG00000186369.9 LINC00643 chr14 62114353 62130962 + -ENSG00000259142.1 LINC00644 chr14 62134149 62139973 - -ENSG00000270852.1 RP11-355I22.8 chr14 62150656 62152258 - -ENSG00000258638.2 RP11-395B20.2 chr14 62514872 62515123 - -ENSG00000258877.2 ATP5A1P4 chr14 62604113 62605717 - -ENSG00000140015.19 KCNH5 chr14 62699454 63102037 - -ENSG00000258995.1 RP11-1112J20.1 chr14 63123007 63123201 + -ENSG00000259093.1 RP11-1112J20.2 chr14 63123033 63128214 - -ENSG00000126785.12 RHOJ chr14 63204114 63293219 + -ENSG00000265711.1 AL049871.1 chr14 63232715 63232812 - -ENSG00000258943.1 RP11-696D21.2 chr14 63298126 63299547 - -ENSG00000179600.3 GPHB5 chr14 63312835 63318879 - -ENSG00000154001.13 PPP2R5E chr14 63371357 63543374 - -ENSG00000281544.1 U6 chr14 63477774 63477839 + -ENSG00000252800.1 SCARNA20 chr14 63479272 63479413 + -ENSG00000261242.1 CTD-2302E22.4 chr14 63543569 63544664 + -ENSG00000205767.4 CTD-2302E22.1 chr14 63567958 63568308 + -ENSG00000270878.1 CTD-2302E22.5 chr14 63594031 63595291 - -ENSG00000140006.11 WDR89 chr14 63597039 63641861 - -ENSG00000258800.1 CTD-2302E22.2 chr14 63598874 63599248 + -ENSG00000258645.2 HSPE1P2 chr14 63601509 63601814 + -ENSG00000202490.1 RNU6-597P chr14 63618043 63618144 + -ENSG00000206822.1 Y_RNA chr14 63621760 63621871 + -ENSG00000207172.1 RNU6-1162P chr14 63630678 63630781 + -ENSG00000274015.1 CTD-2302E22.6 chr14 63642143 63642696 + -ENSG00000200693.2 U3 chr14 63651296 63651499 - -ENSG00000126821.7 SGPP1 chr14 63684214 63728039 - -ENSG00000258778.2 RP11-804M7.1 chr14 63734697 63735923 + -ENSG00000252749.1 RNU7-116P chr14 63736444 63736505 + -ENSG00000258411.2 RP11-804M7.2 chr14 63762013 63762149 + -ENSG00000270912.1 RPS28P1 chr14 63808546 63808732 + -ENSG00000202182.1 Y_RNA chr14 63848261 63848362 - -ENSG00000054654.15 SYNE2 chr14 63852983 64226433 + -ENSG00000140009.18 ESR2 chr14 64084232 64338112 - -ENSG00000221537.1 MIR548H1 chr14 64095024 64095125 - -ENSG00000214770.2 RP11-544I20.2 chr14 64329431 64338599 - -ENSG00000234911.1 TEX21P chr14 64346171 64374666 - -ENSG00000258809.1 CTD-2555O16.1 chr14 64358768 64379318 - -ENSG00000271511.1 RP11-712C19.1 chr14 64361392 64361637 + -ENSG00000100714.15 MTHFD1 chr14 64388031 64463457 + -ENSG00000258824.2 CTD-2555O16.2 chr14 64422935 64448557 - -ENSG00000272909.1 CTD-2555O16.4 chr14 64440369 64442238 - -ENSG00000089775.11 ZBTB25 chr14 64449106 64505213 - -ENSG00000179841.8 AKAP5 chr14 64465499 64474503 + -ENSG00000126804.13 ZBTB1 chr14 64503712 64533690 + -ENSG00000259116.1 RP11-973N13.4 chr14 64514154 64540368 - -ENSG00000259160.1 RP11-973N13.5 chr14 64535702 64535879 - -ENSG00000126803.9 HSPA2 chr14 64535905 64546173 + -ENSG00000165807.7 PPP1R36 chr14 64549902 64589380 + -ENSG00000259076.1 RP11-973N13.3 chr14 64552694 64596536 - -ENSG00000259010.1 RP11-973N13.2 chr14 64600243 64601644 - -ENSG00000126822.15 PLEKHG3 chr14 64704102 64750247 + -ENSG00000070182.17 SPTB chr14 64746283 64879883 - -ENSG00000277239.1 MIR7855 chr14 64785626 64785686 - -ENSG00000279654.1 AL135745.1 chr14 64894339 64894713 + -ENSG00000252497.1 RPPH1-2P chr14 64909488 64909780 - -ENSG00000258289.7 CHURC1 chr14 64914361 64944591 + -ENSG00000125954.12 CHURC1-FNTB chr14 64914485 65061803 + -ENSG00000176153.11 GPX2 chr14 64939152 64942905 - -ENSG00000139998.14 RAB15 chr14 64945814 64972776 - -ENSG00000257365.7 FNTB chr14 64986720 65062652 + -ENSG00000272158.1 RP11-840I19.5 chr14 65003325 65003767 - -ENSG00000125952.18 MAX chr14 65006174 65102695 - -ENSG00000264620.1 AL139022.1 chr14 65014715 65014814 + -ENSG00000266531.1 MIR4706 chr14 65044688 65044769 + -ENSG00000259118.5 RP11-840I19.3 chr14 65082034 65094212 + -ENSG00000222985.1 RNU2-14P chr14 65124352 65124542 - -ENSG00000255002.1 CTD-2509G16.2 chr14 65212893 65222347 - -ENSG00000258878.1 CTD-2509G16.3 chr14 65234515 65235101 - -ENSG00000258760.1 CTD-2509G16.5 chr14 65236480 65318790 - -ENSG00000258613.1 RPL21P7 chr14 65266638 65267690 - -ENSG00000214759.3 CTD-2509G16.1 chr14 65268829 65269098 + -ENSG00000259078.2 PTBP1P chr14 65279267 65281166 + -ENSG00000266740.1 MIR4708 chr14 65335117 65335183 - -ENSG00000033170.16 FUT8 chr14 65410592 65744121 + -ENSG00000276116.2 FUT8-AS1 chr14 65411170 65412690 - -ENSG00000180662.8 RPL21P8 chr14 65467807 65468341 - -ENSG00000207781.1 MIR625 chr14 65471102 65471186 + -ENSG00000258980.1 EIF1AXP2 chr14 65528830 65529574 - -ENSG00000258629.1 CTD-2014B16.1 chr14 65879592 65881070 - -ENSG00000258960.1 CTD-2014B16.2 chr14 65900932 65901451 - -ENSG00000258847.1 CTD-2014B16.3 chr14 65957297 66004523 - -ENSG00000277651.1 CTD-2014B16.5 chr14 65986967 65987447 - -ENSG00000238876.1 AL391261.1 chr14 66011641 66011733 - -ENSG00000224861.1 YBX1P1 chr14 66012830 66013789 - -ENSG00000258502.5 RP11-783L4.1 chr14 66111581 66125847 + -ENSG00000200860.1 Y_RNA chr14 66177527 66177635 - -ENSG00000258561.1 RP11-72M17.1 chr14 66212810 66509394 - -ENSG00000196553.13 LINC00238 chr14 66486354 66498553 + -ENSG00000171723.15 GPHN chr14 66507407 67181803 + -ENSG00000281779.1 AL139295.1 chr14 66597716 66597794 - -ENSG00000258796.1 CTD-2560C21.1 chr14 66760532 66761018 + -ENSG00000258490.1 RP11-862P13.1 chr14 66969038 66969816 - -ENSG00000172717.15 FAM71D chr14 67189393 67228550 + -ENSG00000258988.1 RP11-125H8.1 chr14 67199062 67200327 + -ENSG00000072415.8 MPP5 chr14 67241109 67335819 + -ENSG00000100554.11 ATP6V1D chr14 67294371 67360265 - -ENSG00000199755.1 Y_RNA chr14 67340068 67340176 + -ENSG00000134001.12 EIF2S1 chr14 67359997 67386516 + -ENSG00000100558.8 PLEK2 chr14 67386983 67412200 - -ENSG00000265993.1 MIR5694 chr14 67441855 67441930 - -ENSG00000198133.8 TMEM229B chr14 67447084 67533739 - -ENSG00000054690.13 PLEKHH1 chr14 67533301 67589612 + -ENSG00000100564.8 PIGH chr14 67581955 67600287 - -ENSG00000259502.1 RP11-643G16.3 chr14 67610986 67613864 + -ENSG00000259648.1 RP11-643G16.4 chr14 67614929 67616626 + -ENSG00000281228.1 AL132640.1 chr14 67616903 67617084 + -ENSG00000201529.1 Y_RNA chr14 67617302 67617415 - -ENSG00000081181.7 ARG2 chr14 67619798 67651720 + -ENSG00000100568.10 VTI1B chr14 67647075 67674831 - -ENSG00000258626.2 COX7A2P1 chr14 67652300 67652614 - -ENSG00000272253.1 RNA5SP386 chr14 67657105 67657211 - -ENSG00000258466.5 RP11-1012A1.4 chr14 67659820 67690367 - -ENSG00000072042.12 RDH11 chr14 67676801 67695814 - -ENSG00000139988.9 RDH12 chr14 67701886 67734452 + -ENSG00000241542.3 RN7SL369P chr14 67705954 67706252 + -ENSG00000258618.2 RPL21P9 chr14 67714545 67715204 + -ENSG00000072121.15 ZFYVE26 chr14 67727374 67816590 - -ENSG00000271697.1 RP11-1012A1.10 chr14 67735195 67735350 + -ENSG00000239820.3 RN7SL213P chr14 67751228 67751544 - -ENSG00000258759.1 RP11-1012A1.7 chr14 67799004 67799609 + -ENSG00000182185.18 RAD51B chr14 67819779 68730218 + -ENSG00000274666.1 CTD-2566J3.2 chr14 68113706 68114144 - -ENSG00000258837.1 CTD-2566J3.1 chr14 68125004 68130196 - -ENSG00000244677.3 RN7SL706P chr14 68149617 68149908 - -ENSG00000243546.3 RN7SL108P chr14 68236243 68236539 - -ENSG00000240210.3 RP11-204K16.1 chr14 68338728 68339528 - -ENSG00000258477.1 PPIAP6 chr14 68421698 68422196 - -ENSG00000259038.1 CTD-2325P2.4 chr14 68627166 68628445 - -ENSG00000258623.1 CTD-2325P2.3 chr14 68683411 68685565 - -ENSG00000242941.1 CTD-2325P2.2 chr14 68693090 68693583 + -ENSG00000207089.1 RNU6-921P chr14 68735922 68736028 - -ENSG00000185650.9 ZFP36L1 chr14 68787660 68796253 - -ENSG00000270975.1 MAGOH3P chr14 68861762 68862525 + -ENSG00000258565.1 BLZF2P chr14 68867857 68869951 - -ENSG00000072110.13 ACTN1 chr14 68874143 68979440 - -ENSG00000258967.1 HMGN1P3 chr14 68887785 68888084 - -ENSG00000258531.2 BANF1P1 chr14 68936602 68936864 + -ENSG00000259062.2 ACTN1-AS1 chr14 68979682 68987463 + -ENSG00000242293.1 RP11-226F19.1 chr14 69023150 69023308 - -ENSG00000139990.17 DCAF5 chr14 69050881 69153150 - -ENSG00000259165.1 DDX18P1 chr14 69083398 69085389 + -ENSG00000206768.1 Y_RNA chr14 69143852 69143953 - -ENSG00000276063.1 RP11-817G13.3 chr14 69154311 69154804 + -ENSG00000258957.1 RP11-363J20.1 chr14 69183020 69214092 - -ENSG00000081177.18 EXD2 chr14 69191511 69244020 + -ENSG00000258520.1 RP11-363J20.2 chr14 69239166 69260567 - -ENSG00000100626.16 GALNT16 chr14 69259277 69357033 + -ENSG00000280073.1 CTD-2525P14.5 chr14 69357010 69359308 + -ENSG00000100632.10 ERH chr14 69380123 69398627 - -ENSG00000029364.11 SLC39A9 chr14 69398015 69462388 + -ENSG00000175985.9 PLEKHD1 chr14 69484692 69531551 + -ENSG00000244237.1 RP11-1046B16.1 chr14 69561019 69561470 - -ENSG00000267909.2 CCDC177 chr14 69569816 69574837 - -ENSG00000100647.7 SUSD6 chr14 69611596 69715142 + -ENSG00000273797.1 RP11-1046B16.3 chr14 69617122 69617648 + -ENSG00000100650.15 SRSF5 chr14 69726900 69772005 + -ENSG00000100652.4 SLC10A1 chr14 69775417 69797289 - -ENSG00000221060.1 SNORA11 chr14 69804203 69804331 - -ENSG00000198732.10 SMOC1 chr14 69854131 70032366 + -ENSG00000242071.3 RPL7AP6 chr14 69885340 69886140 - -ENSG00000100678.18 SLC8A3 chr14 70044217 70189070 - -ENSG00000258422.5 RP11-486O13.2 chr14 70187123 70230187 + -ENSG00000274330.1 RP11-486O13.5 chr14 70230224 70232426 + -ENSG00000270610.1 RP11-486O13.3 chr14 70234495 70235095 + -ENSG00000235812.4 ADAM21P1 chr14 70245491 70247801 - -ENSG00000259033.1 RP11-718G2.5 chr14 70275296 70291859 + -ENSG00000133983.14 COX16 chr14 70325081 70359731 - -ENSG00000258644.5 SYNJ2BP-COX16 chr14 70326064 70417074 - -ENSG00000222640.1 RNU2-51P chr14 70360892 70361088 + -ENSG00000213463.4 SYNJ2BP chr14 70366496 70417061 - -ENSG00000257759.2 RP11-486O13.4 chr14 70425812 70547464 - -ENSG00000139985.6 ADAM21 chr14 70452157 70459899 + -ENSG00000259158.2 ADAM20P1 chr14 70468881 70483756 - -ENSG00000252263.1 RNU6-659P chr14 70496107 70496210 + -ENSG00000134007.3 ADAM20 chr14 70522358 70535015 - -ENSG00000274397.1 CTD-2540L5.9 chr14 70556206 70557478 + -ENSG00000133997.11 MED6 chr14 70581257 70600690 - -ENSG00000259115.1 CTD-2540L5.5 chr14 70593314 70641204 - -ENSG00000258951.1 KRT18P7 chr14 70594552 70595770 + -ENSG00000245466.1 CTD-2540L5.6 chr14 70608798 70641298 - -ENSG00000240837.3 RN7SL77P chr14 70610086 70610379 + -ENSG00000133985.2 TTC9 chr14 70641787 70675360 + -ENSG00000258689.1 LINC01269 chr14 70698698 70712153 + -ENSG00000006432.15 MAP3K9 chr14 70722526 70809534 - -ENSG00000280875.1 AC004816.1 chr14 70769486 70769621 - -ENSG00000259153.1 RP6-65G23.3 chr14 70810205 70815403 + -ENSG00000275630.1 RP6-65G23.5 chr14 70822004 70823984 + -ENSG00000258431.1 RP1-292L20.2 chr14 70858844 70859429 - -ENSG00000274818.1 RP1-292L20.3 chr14 70906657 70907111 - -ENSG00000100731.15 PCNX chr14 70907405 71115382 + -ENSG00000258930.1 RP5-1163L11.2 chr14 71031686 71031970 - -ENSG00000258966.1 GTF3AP2 chr14 71044375 71044640 - -ENSG00000258571.1 PTTG4P chr14 71085482 71085833 - -ENSG00000269927.1 RP6-91H8.3 chr14 71141125 71143253 - -ENSG00000259907.1 RP6-91H8.2 chr14 71181456 71182106 + -ENSG00000258517.1 RP6-91H8.1 chr14 71212633 71218216 + -ENSG00000269945.1 RP6-91H8.5 chr14 71219100 71222724 + -ENSG00000259146.3 RP1-261D10.2 chr14 71292729 71321814 - -ENSG00000197555.9 SIPA1L1 chr14 71320449 71741229 + -ENSG00000259079.1 RP1-261D10.1 chr14 71330342 71330738 - -ENSG00000207444.1 SNORD56B chr14 71398337 71398407 + -ENSG00000242330.3 RN7SL683P chr14 71448689 71448958 + -ENSG00000266869.1 RP6-114E22.1 chr14 71848606 71908430 + -ENSG00000182732.16 RGS6 chr14 71932439 72566529 + -ENSG00000280188.1 AC005477.1 chr14 71965306 71966899 + -ENSG00000200298.1 Y_RNA chr14 72022407 72022516 - -ENSG00000275829.1 AC005227.1 chr14 72070845 72070915 + -ENSG00000273830.1 MIR7843 chr14 72516820 72516898 + -ENSG00000258871.1 RP3-514A23.2 chr14 72552580 72595125 - -ENSG00000205683.11 DPF3 chr14 72619296 72894116 - -ENSG00000206751.1 Y_RNA chr14 72853224 72853331 - -ENSG00000119599.16 DCAF4 chr14 72926332 72959703 + -ENSG00000176043.5 RP1-146I3.1 chr14 72929612 72929930 - -ENSG00000259015.1 RP11-109N23.6 chr14 72960595 72961993 + -ENSG00000239544.1 RP11-109N23.1 chr14 72963645 72964008 - -ENSG00000165861.13 ZFYVE1 chr14 72969451 73027212 - -ENSG00000241487.3 RN7SL586P chr14 73040619 73040914 - -ENSG00000258813.2 RP11-109N23.4 chr14 73057925 73059415 - -ENSG00000119707.13 RBM25 chr14 73058436 73123898 + -ENSG00000258448.1 RP11-109N23.5 chr14 73068108 73068618 - -ENSG00000080815.18 PSEN1 chr14 73136418 73223691 + -ENSG00000259109.1 RP4-687K1.2 chr14 73189763 73190004 + -ENSG00000274991.1 AC004846.1 chr14 73208378 73208463 - -ENSG00000100767.15 PAPLN chr14 73237497 73274640 + -ENSG00000258376.2 RP4-647C14.2 chr14 73242651 73245979 - -ENSG00000252839.1 RNU6-419P chr14 73246818 73246880 - -ENSG00000258944.1 RP4-647C14.3 chr14 73272182 73274081 - -ENSG00000133961.19 NUMB chr14 73275107 73463642 - -ENSG00000251393.3 RP1-240K6.3 chr14 73462423 73477175 + -ENSG00000187105.8 HEATR4 chr14 73478484 73558947 - -ENSG00000170468.7 C14orf169 chr14 73490964 73493392 + -ENSG00000258443.1 RP3-414A15.11 chr14 73517233 73520648 - -ENSG00000258695.2 RP3-414A15.2 chr14 73522878 73530610 + -ENSG00000184227.7 ACOT1 chr14 73537114 73543794 + -ENSG00000258408.1 NT5CP2 chr14 73539221 73539781 - -ENSG00000119673.14 ACOT2 chr14 73567620 73575658 + -ENSG00000258524.1 NT5CP1 chr14 73571159 73571667 - -ENSG00000279026.1 RP3-414A15.12 chr14 73580694 73582918 + -ENSG00000177465.4 ACOT4 chr14 73591706 73596496 + -ENSG00000205669.2 ACOT6 chr14 73610945 73619888 + -ENSG00000258603.3 RP3-414A15.10 chr14 73616700 73633941 - -ENSG00000258972.1 NDUFB8P1 chr14 73631475 73632019 + -ENSG00000119661.14 DNAL1 chr14 73644875 73703732 + -ENSG00000251907.1 RNU6-240P chr14 73659564 73659660 - -ENSG00000258660.1 RP4-693M11.3 chr14 73698103 73700351 - -ENSG00000176903.4 PNMA1 chr14 73711783 73714372 - -ENSG00000156030.12 ELMSAN1 chr14 73715122 73790285 - -ENSG00000264741.1 MIR4505 chr14 73758747 73758819 + -ENSG00000259065.1 RP5-1021I20.1 chr14 73787360 73803270 + -ENSG00000258586.1 RP5-1021I20.2 chr14 73822559 73830135 - -ENSG00000270576.1 RP5-1021I20.7 chr14 73840520 73840609 - -ENSG00000140043.11 PTGR2 chr14 73851844 73886827 + -ENSG00000258653.3 RP5-1021I20.4 chr14 73851971 73932278 + -ENSG00000223300.1 Y_RNA chr14 73858061 73858165 - -ENSG00000273711.1 RP5-1021I20.8 chr14 73885392 73885555 - -ENSG00000119725.17 ZNF410 chr14 73886617 73932511 + -ENSG00000258891.1 RP5-1021I20.5 chr14 73896164 73938114 - -ENSG00000270140.1 RP5-1021I20.6 chr14 73905267 73905636 + -ENSG00000199472.1 Y_RNA chr14 73906316 73906427 - -ENSG00000156050.8 FAM161B chr14 73931501 73950414 - -ENSG00000119723.15 COQ6 chr14 73949926 73963670 + -ENSG00000187097.12 ENTPD5 chr14 73958010 74019399 - -ENSG00000279461.1 AC005480.1 chr14 74003369 74003777 + -ENSG00000119636.15 CCDC176 chr14 74019353 74082863 + -ENSG00000119711.12 ALDH6A1 chr14 74056850 74084493 - -ENSG00000205659.10 LIN52 chr14 74084796 74201235 + -ENSG00000239910.3 RN7SL530P chr14 74174456 74174753 + -ENSG00000258513.1 RP5-892G5.2 chr14 74192589 74192823 + -ENSG00000119614.2 VSX2 chr14 74239472 74262738 + -ENSG00000119688.20 ABCD4 chr14 74285423 74303056 - -ENSG00000258559.2 AC005519.4 chr14 74289127 74294425 - -ENSG00000133980.4 VRTN chr14 74303069 74360008 + -ENSG00000258737.2 SUB1P2 chr14 74305425 74306527 + -ENSG00000177776.8 RPS2P2 chr14 74377818 74378418 - -ENSG00000183379.8 SYNDIG1L chr14 74405893 74426102 - -ENSG00000270000.1 RP3-449M8.9 chr14 74471930 74472360 - -ENSG00000259005.1 RP3-449M8.6 chr14 74474007 74474864 - -ENSG00000119655.8 NPC2 chr14 74476192 74494177 - -ENSG00000265649.1 MIR4709 chr14 74480133 74480204 - -ENSG00000258769.1 RAP1AP chr14 74482985 74483435 + -ENSG00000165898.13 ISCA2 chr14 74493720 74497106 + -ENSG00000119681.11 LTBP2 chr14 74498170 74612378 - -ENSG00000258425.1 CTD-2207P18.1 chr14 74552181 74560048 + -ENSG00000258976.1 CTD-2207P18.2 chr14 74614693 74616647 - -ENSG00000119682.16 AREL1 chr14 74653437 74713115 - -ENSG00000258439.1 RP11-173A8.2 chr14 74658049 74658590 + -ENSG00000222604.2 SNORA7 chr14 74711936 74712045 + -ENSG00000119616.11 FCF1 chr14 74713144 74738620 + -ENSG00000119596.17 YLPM1 chr14 74763366 74859435 + -ENSG00000119608.12 PROX2 chr14 74852871 74871940 - -ENSG00000258587.1 RP11-316E14.2 chr14 74873684 74874254 + -ENSG00000119689.14 DLST chr14 74881891 74903745 + -ENSG00000198208.11 RPS6KL1 chr14 74903954 74923396 - -ENSG00000119630.13 PGF chr14 74941834 74955784 - -ENSG00000119718.10 EIF2B2 chr14 75002911 75012366 + -ENSG00000258646.1 RP11-950C14.3 chr14 75004719 75008481 - -ENSG00000279594.1 RP11-950C14.10 chr14 75011269 75012851 - -ENSG00000119684.15 MLH3 chr14 75013764 75051532 - -ENSG00000206924.1 RNU6-689P chr14 75020761 75020867 + -ENSG00000119640.8 ACYP1 chr14 75053221 75069483 - -ENSG00000119703.13 ZC2HC1C chr14 75064170 75079987 + -ENSG00000119638.12 NEK9 chr14 75079353 75127344 - -ENSG00000258978.1 HIF1AP1 chr14 75116426 75116600 - -ENSG00000259138.1 RP11-950C14.7 chr14 75127153 75136930 + -ENSG00000170348.8 TMED10 chr14 75131470 75176631 - -ENSG00000273565.1 CTD-3075F15.1 chr14 75176929 75177418 + -ENSG00000252013.1 RNU4ATAC14P chr14 75202081 75202169 - -ENSG00000258740.1 RP11-293M10.1 chr14 75238616 75269283 - -ENSG00000258820.5 RP11-293M10.2 chr14 75259411 75271950 + -ENSG00000170345.9 FOS chr14 75278774 75282230 + -ENSG00000119660.4 DPPA5P4 chr14 75292131 75292495 - -ENSG00000259687.1 LINC01220 chr14 75294404 75296638 + -ENSG00000259319.1 RP11-293M10.6 chr14 75423683 75427741 - -ENSG00000140044.12 JDP2 chr14 75427716 75474111 + -ENSG00000156127.6 BATF chr14 75522425 75547015 + -ENSG00000224721.1 AC007182.6 chr14 75574888 75579588 - -ENSG00000119686.9 FLVCR2 chr14 75578617 75663214 + -ENSG00000242951.1 RP11-507E23.1 chr14 75595805 75596206 - -ENSG00000201096.1 RNA5SP387 chr14 75604173 75604278 + -ENSG00000119685.19 TTLL5 chr14 75633625 75955078 + -ENSG00000133935.6 C14orf1 chr14 75649791 75661189 - -ENSG00000259103.1 RP11-270M14.4 chr14 75814502 75847698 - -ENSG00000242488.2 RP11-270M14.1 chr14 75838157 75839114 - -ENSG00000119650.12 IFT43 chr14 75902136 76084585 + -ENSG00000119699.7 TGFB3 chr14 75958099 75982991 - -ENSG00000258876.1 RP11-270M14.5 chr14 75970924 75971587 + -ENSG00000258578.2 RP11-98L12.2 chr14 76013679 76014143 + -ENSG00000089916.17 GPATCH2L chr14 76151916 76254342 + -ENSG00000258454.1 RP11-361H10.3 chr14 76235817 76263474 + -ENSG00000280078.1 RP11-361H10.5 chr14 76279173 76283103 + -ENSG00000258402.1 RP11-516J2.1 chr14 76280943 76310066 - -ENSG00000119715.14 ESRRB chr14 76310614 76501841 + -ENSG00000212061.2 AC016543.1 chr14 76348055 76348138 - -ENSG00000259124.1 RP11-187O7.3 chr14 76495363 76726712 - -ENSG00000271423.1 CYCSP1 chr14 76633714 76634028 + -ENSG00000242952.1 RP11-187O7.1 chr14 76634775 76635661 - -ENSG00000258566.2 RP11-99E15.3 chr14 76690139 76690742 - -ENSG00000258569.1 RP11-99E15.2 chr14 76710658 76761388 - -ENSG00000071246.10 VASH1 chr14 76762189 76783015 + -ENSG00000259081.1 RP11-488C13.6 chr14 76774284 76781518 - -ENSG00000258610.1 RP11-488C13.7 chr14 76778952 76782249 + -ENSG00000258301.3 RP11-488C13.5 chr14 76781733 76786724 - -ENSG00000013523.9 ANGEL1 chr14 76786178 76826246 - -ENSG00000100565.15 LRRC74A chr14 76826372 76870302 + -ENSG00000241081.1 RP11-488C13.1 chr14 76886377 76886750 - -ENSG00000223174.1 RN7SKP17 chr14 76890263 76890613 + -ENSG00000259058.1 RP11-488C13.4 chr14 76921840 76924649 - -ENSG00000258602.1 RP11-7F17.7 chr14 76959638 76965802 + -ENSG00000266553.2 RN7SL356P chr14 76967518 76967765 - -ENSG00000243225.2 RP11-7F17.1 chr14 76968683 76969145 + -ENSG00000119669.4 IRF2BPL chr14 77024543 77028699 - -ENSG00000273729.1 RP11-7F17.8 chr14 77028086 77031572 + -ENSG00000246548.3 RP11-7F17.5 chr14 77041064 77069503 + -ENSG00000258473.1 RP11-7F17.4 chr14 77048172 77086446 - -ENSG00000258819.1 RP11-7F17.3 chr14 77069180 77076344 - -ENSG00000198894.7 CIPC chr14 77098097 77117287 + -ENSG00000259164.1 RP11-463C8.4 chr14 77098311 77225462 + -ENSG00000165548.10 TMEM63C chr14 77116568 77259495 + -ENSG00000177108.5 ZDHHC22 chr14 77131270 77142734 - -ENSG00000269883.1 RP11-463C8.7 chr14 77140683 77142996 + -ENSG00000258552.1 RP11-463C8.5 chr14 77173075 77173652 - -ENSG00000201384.1 SNORA32 chr14 77201026 77201140 - -ENSG00000276659.1 AC007375.1 chr14 77244287 77244348 + -ENSG00000165553.4 NGB chr14 77265483 77271312 - -ENSG00000221754.1 MIR1260A chr14 77266218 77266290 + -ENSG00000009830.11 POMT2 chr14 77274956 77320884 - -ENSG00000100577.18 GSTZ1 chr14 77320884 77331597 + -ENSG00000100580.7 TMED8 chr14 77335021 77377109 - -ENSG00000258510.2 RP11-493G17.4 chr14 77359423 77359916 + -ENSG00000100583.4 SAMD15 chr14 77376689 77391497 + -ENSG00000165555.9 NOXRED1 chr14 77394021 77423517 - -ENSG00000280308.1 FKSG61 chr14 77416398 77416772 + -ENSG00000151445.15 VIPAS39 chr14 77426675 77457952 - -ENSG00000277645.1 AF111168.1 chr14 77447966 77448072 - -ENSG00000100591.7 AHSA1 chr14 77457870 77469474 + -ENSG00000280888.1 AF111168.2 chr14 77458206 77458277 + -ENSG00000212371.1 SNORA46 chr14 77466284 77466436 + -ENSG00000100593.17 ISM2 chr14 77474394 77498850 - -ENSG00000100596.6 SPTLC2 chr14 77505997 77616773 - -ENSG00000281458.1 AF111168.3 chr14 77547564 77547641 - -ENSG00000240233.3 RN7SL587P chr14 77547566 77547846 - -ENSG00000258668.1 COX6CP11 chr14 77652827 77653055 - -ENSG00000100601.9 ALKBH1 chr14 77672404 77708020 - -ENSG00000239272.1 RPL21P10 chr14 77683202 77683989 - -ENSG00000258917.1 ZMYND19P1 chr14 77696591 77697377 + -ENSG00000119705.9 SLIRP chr14 77708071 77761104 + -ENSG00000100603.13 SNW1 chr14 77717599 77761207 - -ENSG00000197734.8 C14orf178 chr14 77760830 77769742 + -ENSG00000063761.15 ADCK1 chr14 77800083 77935012 + -ENSG00000199440.1 Y_RNA chr14 77821030 77821142 - -ENSG00000258421.2 FXNP1 chr14 78059942 78060278 - -ENSG00000199454.1 RNA5SP388 chr14 78177803 78177921 - -ENSG00000239438.1 RP11-332E19.1 chr14 78231281 78231619 - -ENSG00000021645.17 NRXN3 chr14 78242391 79868290 + -ENSG00000258723.1 RP11-332E19.2 chr14 78279572 78283376 - -ENSG00000239163.1 AC007056.1 chr14 78397878 78397959 - -ENSG00000221178.1 AC008045.1 chr14 78617866 78617975 + -ENSG00000258719.1 RP11-232C2.3 chr14 78695321 78698122 - -ENSG00000258874.1 RP11-232C2.2 chr14 78703615 78709934 - -ENSG00000258478.1 RP11-232C2.1 chr14 78744398 78753878 - -ENSG00000258829.1 CTD-2243E23.1 chr14 79072132 79074767 - -ENSG00000258419.1 RP11-588P7.1 chr14 79199982 79201632 + -ENSG00000258662.1 RP11-588P7.2 chr14 79246668 79249023 - -ENSG00000259106.1 RP11-242P2.2 chr14 79611418 79633311 - -ENSG00000258637.1 RP11-242P2.1 chr14 79661666 79791263 - -ENSG00000258416.1 RP11-526N18.1 chr14 79893080 79974169 - -ENSG00000211448.11 DIO2 chr14 80197527 80387757 - -ENSG00000258766.1 DIO2-AS1 chr14 80211419 80455469 + -ENSG00000100629.16 CEP128 chr14 80476983 80959517 - -ENSG00000258452.1 RP11-757H14.2 chr14 80822524 80822796 + -ENSG00000165409.15 TSHR chr14 80954989 81146302 + -ENSG00000258915.1 BHLHB9P1 chr14 80981988 80983638 + -ENSG00000271705.1 RPL17P3 chr14 81001166 81001786 - -ENSG00000271656.1 RP11-114N19.5 chr14 81003325 81003645 - -ENSG00000259167.2 NMNAT1P1 chr14 81032529 81033404 + -ENSG00000258999.1 RP11-114N19.3 chr14 81107033 81170414 - -ENSG00000165417.11 GTF2A1 chr14 81175452 81221377 - -ENSG00000273941.1 AL136040.1 chr14 81195040 81195148 + -ENSG00000221303.1 SNORA79 chr14 81202695 81202834 - -ENSG00000273783.1 CTD-2506P8.6 chr14 81221218 81222460 + -ENSG00000205579.3 DYNLL1P1 chr14 81246295 81246563 - -ENSG00000270343.1 UNGP3 chr14 81259565 81260239 - -ENSG00000140022.9 STON2 chr14 81260656 81436465 - -ENSG00000242163.1 RP11-299L17.1 chr14 81332961 81333361 - -ENSG00000258605.1 DYNLL1P2 chr14 81412970 81413239 + -ENSG00000258675.1 RP11-299L17.3 chr14 81441987 81450157 - -ENSG00000071537.13 SEL1L chr14 81471549 81533861 - -ENSG00000258977.1 LINC01467 chr14 81605347 81623061 - -ENSG00000258841.1 EEF1A1P2 chr14 81661428 81662874 + -ENSG00000258718.1 RP11-226P1.2 chr14 81727780 81743138 - -ENSG00000259035.1 RP11-666E17.1 chr14 81741002 82030349 + -ENSG00000241891.1 RP11-226P1.1 chr14 81777016 81777613 - -ENSG00000258501.1 EIF3LP1 chr14 81916231 81917888 + -ENSG00000275986.1 AL357095.1 chr14 82427420 82427508 - -ENSG00000276782.1 Metazoa_SRP chr14 82429872 82430156 + -ENSG00000258743.5 RP11-406A9.2 chr14 82642620 82706825 + -ENSG00000259032.2 ENSAP2 chr14 82692704 82693055 - -ENSG00000258683.1 RP11-11K13.1 chr14 82788478 82796221 - -ENSG00000258600.1 RP11-452D21.2 chr14 83017106 83018144 - -ENSG00000258426.1 RP11-452D21.1 chr14 83018201 83039602 - -ENSG00000252369.1 RNU7-51P chr14 83048579 83048640 + -ENSG00000238561.1 RNU6ATAC28P chr14 83750384 83750501 + -ENSG00000258549.1 RP11-22K10.1 chr14 83805496 83805640 - -ENSG00000258532.1 RP11-353P15.1 chr14 83906872 83915050 - -ENSG00000258762.1 CTD-2320B12.3 chr14 84172841 84173606 + -ENSG00000258923.2 CTD-2320B12.1 chr14 84173791 84175510 + -ENSG00000259012.2 CTD-2320B12.2 chr14 84176419 84177088 + -ENSG00000251895.1 RNU6-976P chr14 84739942 84740052 + -ENSG00000258506.2 RP11-688D15.1 chr14 84951274 84951373 + -ENSG00000271712.1 RP11-688D15.2 chr14 84998278 84999296 - -ENSG00000259044.1 RP11-789A21.1 chr14 85202849 85239474 - -ENSG00000258902.1 CTD-2128A3.2 chr14 85362457 85516934 - -ENSG00000258814.1 CTD-2128A3.3 chr14 85387275 85388765 + -ENSG00000259107.1 LINC00911 chr14 85393879 85420074 + -ENSG00000205562.2 RP11-497E19.1 chr14 85524432 85529988 - -ENSG00000258945.1 RP11-497E19.2 chr14 85528599 85529386 + -ENSG00000185070.10 FLRT2 chr14 85530144 85654426 + -ENSG00000258733.5 CTD-2341M24.1 chr14 85934710 86129778 + -ENSG00000258912.1 RP11-1079H9.1 chr14 86014686 86062960 - -ENSG00000258994.1 RP11-26L16.1 chr14 86332376 86401285 + -ENSG00000258804.1 RP11-322L20.1 chr14 86905778 86922755 + -ENSG00000259061.1 RP11-736P16.1 chr14 86936640 86989125 + -ENSG00000258496.1 RP11-1141N12.1 chr14 87251103 87251679 + -ENSG00000258958.1 RP11-594C13.2 chr14 87323753 87332390 + -ENSG00000258859.1 RP11-594C13.1 chr14 87353070 87573022 - -ENSG00000259028.1 RP11-325D8.1 chr14 87568181 87569399 + -ENSG00000258770.1 CTD-2007A10.1 chr14 87634379 87655294 - -ENSG00000258807.5 RP11-1152H15.1 chr14 87710419 87872291 - -ENSG00000259077.1 RP11-804L24.2 chr14 87810982 87838339 + -ENSG00000054983.16 GALC chr14 87837820 87993665 - -ENSG00000259096.1 FAM35CP chr14 87952527 87955203 + -ENSG00000252783.1 RNU6-835P chr14 87996345 87996448 - -ENSG00000140030.5 GPR65 chr14 88005124 88014811 + -ENSG00000258407.1 RP11-300J18.2 chr14 88010787 88015611 - -ENSG00000258826.5 RP11-300J18.1 chr14 88018605 88036319 - -ENSG00000258867.5 LINC01146 chr14 88024550 88097619 + -ENSG00000258975.1 RP11-753D20.1 chr14 88136733 88159845 - -ENSG00000259998.1 RP11-753D20.4 chr14 88158240 88160591 - -ENSG00000258538.5 RP11-753D20.3 chr14 88175391 88180198 + -ENSG00000100433.15 KCNK10 chr14 88180103 88326907 - -ENSG00000042317.16 SPATA7 chr14 88384924 88470350 + -ENSG00000070778.12 PTPN21 chr14 88465778 88554733 - -ENSG00000258983.2 RP11-507K2.2 chr14 88499334 88515502 + -ENSG00000222990.1 RNU4-22P chr14 88513498 88513663 + -ENSG00000258789.1 RP11-507K2.3 chr14 88551597 88552493 + -ENSG00000100722.18 ZC3H14 chr14 88562909 88627596 + -ENSG00000278576.1 RP11-507K2.6 chr14 88589231 88592408 + -ENSG00000165521.15 EML5 chr14 88612431 88792752 - -ENSG00000274492.1 RP11-976B16.1 chr14 88819608 88822151 - -ENSG00000200653.1 RNU4-92P chr14 88820297 88820432 + -ENSG00000165533.18 TTC8 chr14 88824153 88881078 + -ENSG00000207342.1 Y_RNA chr14 88840165 88840263 + -ENSG00000258990.2 MPPE1P1 chr14 89110148 89111223 - -ENSG00000053254.15 FOXN3 chr14 89124871 89619149 - -ENSG00000277801.1 RP11-681H18.2 chr14 89156743 89157574 + -ENSG00000259151.2 CAP2P1 chr14 89290205 89291594 - -ENSG00000258752.1 RP11-356K23.1 chr14 89350285 89364699 + -ENSG00000258699.1 RP11-356K23.2 chr14 89355060 89356571 + -ENSG00000258380.1 RP11-33N16.2 chr14 89399995 89409469 + -ENSG00000259053.1 RP11-33N16.3 chr14 89412312 89954659 - -ENSG00000258920.1 FOXN3-AS1 chr14 89417354 89419793 + -ENSG00000259073.1 FOXN3-AS2 chr14 89576216 89577477 + -ENSG00000281485.1 Y_RNA chr14 89585662 89585761 + -ENSG00000201027.1 RN7SKP107 chr14 89621918 89622207 + -ENSG00000258792.4 RP11-944C7.1 chr14 89628921 89642671 - -ENSG00000252655.1 Y_RNA chr14 89650793 89650903 - -ENSG00000200312.1 RN7SKP255 chr14 89712511 89712823 + -ENSG00000259050.2 CHORDC2P chr14 89736965 89738391 - -ENSG00000140025.15 EFCAB11 chr14 89794669 89954777 - -ENSG00000230997.5 RAB42P1 chr14 89892128 89892443 + -ENSG00000042088.13 TDP1 chr14 89954939 90044768 + -ENSG00000152315.4 KCNK13 chr14 90061765 90185857 + -ENSG00000258544.1 RP11-750I4.2 chr14 90107675 90107995 + -ENSG00000201351.1 Y_RNA chr14 90177222 90177330 + -ENSG00000100764.13 PSMC1 chr14 90256495 90275429 + -ENSG00000119720.17 NRDE2 chr14 90267856 90332137 - -ENSG00000242571.1 RPL21P11 chr14 90366697 90367179 - -ENSG00000238758.1 AL512791.1 chr14 90381198 90381252 + -ENSG00000275198.1 RP11-471B22.3 chr14 90383365 90387973 + -ENSG00000198668.10 CALM1 chr14 90396502 90408261 + -ENSG00000258424.1 RP11-471B22.2 chr14 90402523 90405235 - -ENSG00000258678.1 RP11-1078H9.1 chr14 90452063 90455117 - -ENSG00000233208.5 LINC00642 chr14 90455230 90458905 + -ENSG00000259789.1 RP11-1078H9.6 chr14 90489012 90491637 - -ENSG00000165914.14 TTC7B chr14 90524564 90816479 - -ENSG00000252748.1 AL096869.1 chr14 90565141 90565225 + -ENSG00000258935.1 RP11-1078H9.2 chr14 90567495 90569976 + -ENSG00000259163.1 RP11-1078H9.5 chr14 90642638 90648894 + -ENSG00000258437.1 RP11-661G16.1 chr14 90675118 90676294 + -ENSG00000258716.1 RP11-661G16.2 chr14 90697333 90699374 + -ENSG00000213315.5 CTD-3035D6.1 chr14 90766531 90766989 + -ENSG00000258884.1 CTD-3035D6.2 chr14 90822365 90828128 - -ENSG00000100784.9 RPS6KA5 chr14 90847862 91060636 - -ENSG00000133943.20 C14orf159 chr14 91060333 91225632 + -ENSG00000252644.1 RNU7-30P chr14 91091077 91091138 + -ENSG00000221102.1 SNORA11B chr14 91126425 91126553 + -ENSG00000119714.10 GPR68 chr14 91232532 91253925 - -ENSG00000258875.5 CTD-2547L24.3 chr14 91242759 91252211 + -ENSG00000260810.1 CTD-2547L24.4 chr14 91258299 91259003 + -ENSG00000015133.18 CCDC88C chr14 91271323 91417844 - -ENSG00000265856.1 AL133153.1 chr14 91333713 91333823 + -ENSG00000258798.1 RP11-895M11.3 chr14 91418266 91421176 + -ENSG00000258446.1 RP11-895M11.2 chr14 91419449 91419751 + -ENSG00000100796.17 SMEK1 chr14 91457611 91510554 - -ENSG00000278342.1 RP11-248B24.5 chr14 91554410 91554503 + -ENSG00000279286.2 RP11-248B24.1 chr14 91572444 91575271 - -ENSG00000133962.7 CATSPERB chr14 91580696 91780707 - -ENSG00000268295.1 POLR3GP1 chr14 91603173 91603433 - -ENSG00000258774.1 NANOGP7 chr14 91604402 91605319 - -ENSG00000258962.2 RP11-747H7.1 chr14 91709111 91710617 + -ENSG00000275154.1 U3 chr14 91714915 91715130 - -ENSG00000260711.2 RP11-747H7.3 chr14 91752856 91759798 - -ENSG00000165929.12 TC2N chr14 91779751 91867536 - -ENSG00000140092.14 FBLN5 chr14 91869412 91947987 - -ENSG00000100815.12 TRIP11 chr14 91965991 92040896 - -ENSG00000259020.3 RP11-529H20.3 chr14 92026566 92026887 + -ENSG00000066427.21 ATXN3 chr14 92038652 92106621 - -ENSG00000279963.1 AL049872.1 chr14 92070230 92071042 + -ENSG00000183648.9 NDUFB1 chr14 92116122 92121917 - -ENSG00000165934.12 CPSF2 chr14 92121937 92172145 + -ENSG00000258481.1 RP11-472N19.3 chr14 92253493 92263656 - -ENSG00000201097.1 RNU6-366P chr14 92265702 92265807 + -ENSG00000140090.17 SLC24A4 chr14 92322581 92501483 + -ENSG00000100599.15 RIN3 chr14 92513774 92688994 + -ENSG00000100600.14 LGMN chr14 92703807 92748702 - -ENSG00000066455.12 GOLGA5 chr14 92794231 92839963 + -ENSG00000258742.5 RP11-862G15.1 chr14 92886352 92893506 + -ENSG00000258499.1 RP11-862G15.2 chr14 92905697 92907482 - -ENSG00000100604.12 CHGA chr14 92923080 92935293 + -ENSG00000100605.16 ITPK1 chr14 92936914 93116320 - -ENSG00000258730.1 ITPK1-AS1 chr14 93067452 93072152 + -ENSG00000258595.2 RP11-371E8.2 chr14 93138066 93138465 + -ENSG00000165943.4 MOAP1 chr14 93182196 93184928 - -ENSG00000153485.5 TMEM251 chr14 93184951 93187089 + -ENSG00000259066.5 RP11-371E8.4 chr14 93184973 93218586 + -ENSG00000170270.4 C14orf142 chr14 93202894 93207094 - -ENSG00000012963.13 UBR7 chr14 93207056 93229215 + -ENSG00000240096.1 RP11-85G20.1 chr14 93223598 93224139 - -ENSG00000011114.14 BTBD7 chr14 93237550 93333092 - -ENSG00000241499.1 RP11-85G20.2 chr14 93244010 93244323 + -ENSG00000133958.13 UNC79 chr14 93333219 93707876 + -ENSG00000278396.1 RP11-120E11.2 chr14 93334528 93335057 + -ENSG00000187581.2 COX8C chr14 93347191 93348356 + -ENSG00000202306.1 Y_RNA chr14 93397139 93397234 - -ENSG00000252720.1 RNU6-1258P chr14 93437400 93437510 - -ENSG00000277826.1 uc_338 chr14 93637179 93637338 + -ENSG00000175785.12 PRIMA1 chr14 93718298 93788481 - -ENSG00000279593.1 RP11-131H24.5 chr14 93895762 93897759 + -ENSG00000258584.1 FAM181A-AS1 chr14 93904730 93927066 - -ENSG00000140067.6 FAM181A chr14 93918894 93929608 + -ENSG00000100628.11 ASB2 chr14 93934153 93976791 - -ENSG00000258987.1 RP11-131H24.4 chr14 93939555 93944129 + -ENSG00000265768.1 MIR4506 chr14 93948226 93948302 - -ENSG00000175699.12 LINC00521 chr14 93997270 94008863 + -ENSG00000089723.9 OTUB2 chr14 94026329 94048930 + -ENSG00000089737.15 DDX24 chr14 94048291 94081245 - -ENSG00000165948.10 IFI27L1 chr14 94081282 94103846 + -ENSG00000165949.12 IFI27 chr14 94104836 94116698 + -ENSG00000119632.3 IFI27L2 chr14 94127779 94130253 - -ENSG00000119698.11 PPP4R4 chr14 94146128 94279735 + -ENSG00000140093.9 SERPINA10 chr14 94280455 94293271 - -ENSG00000170099.5 SERPINA6 chr14 94304248 94323394 - -ENSG00000258597.2 SERPINA2 chr14 94363714 94366698 - -ENSG00000197249.12 SERPINA1 chr14 94376747 94390693 - -ENSG00000256357.1 RP11-349I1.2 chr14 94430633 94464730 + -ENSG00000186910.3 SERPINA11 chr14 94442464 94452790 - -ENSG00000170054.14 SERPINA9 chr14 94462717 94479689 - -ENSG00000165953.9 SERPINA12 chr14 94487274 94517844 - -ENSG00000100665.11 SERPINA4 chr14 94561091 94569913 + -ENSG00000188488.13 SERPINA5 chr14 94561442 94593120 + -ENSG00000273259.2 SERPINA3 chr14 94592058 94624646 + -ENSG00000196136.16 SERPINA3 chr14 94612384 94624055 + -ENSG00000258805.1 ADIPOR1P2 chr14 94633705 94634524 + -ENSG00000187483.9 SERPINA13P chr14 94640725 94646994 + -ENSG00000259140.2 RP11-986E7.2 chr14 94674877 94675829 - -ENSG00000239269.1 RPSAP4 chr14 94726288 94727175 + -ENSG00000133937.4 GSC chr14 94768216 94770230 - -ENSG00000240914.1 RPL15P2 chr14 94800849 94801463 - -ENSG00000274379.1 RP11-179A9.3 chr14 94918253 94918734 - -ENSG00000258933.1 RP11-991C1.1 chr14 94960277 94962976 - -ENSG00000258866.1 RP11-991C1.2 chr14 95048220 95050953 + -ENSG00000100697.14 DICER1 chr14 95086228 95158010 - -ENSG00000264607.1 MIR3173 chr14 95137919 95137986 - -ENSG00000235706.7 DICER1-AS1 chr14 95157645 95179933 + -ENSG00000165959.11 CLMN chr14 95181940 95319906 - -ENSG00000259143.1 CTD-2240H23.2 chr14 95185117 95185854 - -ENSG00000258615.1 RP11-725G5.3 chr14 95199039 95199345 + -ENSG00000258630.1 RP11-725G5.2 chr14 95329584 95335504 + -ENSG00000276090.1 AL117187.1 chr14 95335840 95335943 + -ENSG00000176438.12 SYNE3 chr14 95407266 95475836 - -ENSG00000258572.1 RP11-1070N10.3 chr14 95516136 95517911 + -ENSG00000247092.6 SNHG10 chr14 95532297 95534872 - -ENSG00000252481.1 SCARNA13 chr14 95533355 95533629 - -ENSG00000182512.4 GLRX5 chr14 95533503 95544724 + -ENSG00000258390.1 RP11-1070N10.4 chr14 95573562 95581956 + -ENSG00000258927.1 RP11-1070N10.5 chr14 95620914 95643285 + -ENSG00000270038.1 RP11-1070N10.7 chr14 95644508 95645232 + -ENSG00000187621.14 TCL6 chr14 95650498 95679833 + -ENSG00000275033.1 TCL6_2 chr14 95662480 95662598 + -ENSG00000259084.6 RP11-1070N10.6 chr14 95663256 95692630 + -ENSG00000277468.1 TCL6_3 chr14 95670441 95670577 + -ENSG00000213231.12 TCL1B chr14 95686417 95692643 + -ENSG00000100721.10 TCL1A chr14 95709967 95714196 - -ENSG00000257275.6 RP11-164H13.1 chr14 95711747 95757656 + -ENSG00000263357.1 AL133167.1 chr14 95851481 95851590 - -ENSG00000258516.1 RP11-185P18.2 chr14 95855548 95866464 - -ENSG00000250366.2 TUNAR chr14 95876392 95925571 + -ENSG00000278166.1 AL133167.2 chr14 95973435 95973502 - -ENSG00000271358.1 RP11-241N4.2 chr14 96019484 96019765 + -ENSG00000227051.5 C14orf132 chr14 96039324 96094080 + -ENSG00000221236.2 AL137190.1 chr14 96136851 96136943 + -ENSG00000168398.6 BDKRB2 chr14 96204679 96244166 + -ENSG00000258691.1 RP11-404P21.8 chr14 96204844 96263929 + -ENSG00000258412.1 RP11-404P21.5 chr14 96210860 96214818 + -ENSG00000258788.3 RP11-404P21.9 chr14 96223108 96223347 + -ENSG00000259036.1 RP11-404P21.1 chr14 96233431 96234101 - -ENSG00000100739.10 BDKRB1 chr14 96255824 96268967 + -ENSG00000258793.1 RP11-404P21.3 chr14 96259411 96268624 - -ENSG00000258729.2 RP11-404P21.6 chr14 96275046 96276723 - -ENSG00000066739.11 ATG2B chr14 96279202 96363870 - -ENSG00000100744.14 GSKIP chr14 96363452 96387288 + -ENSG00000222276.1 RNU2-33P chr14 96384624 96384815 + -ENSG00000140057.8 AK7 chr14 96392111 96489427 + -ENSG00000259059.1 PEBP1P1 chr14 96423700 96424209 - -ENSG00000240051.1 RPL23AP10 chr14 96456576 96457041 - -ENSG00000260806.1 RP11-872J21.3 chr14 96500810 96502321 - -ENSG00000090060.17 PAPOLA chr14 96501433 96567111 + -ENSG00000276182.1 RP11-872J21.5 chr14 96537170 96537904 + -ENSG00000258702.1 RP11-433J8.1 chr14 96592733 96595762 + -ENSG00000223299.1 RN7SKP108 chr14 96638187 96638514 - -ENSG00000258979.1 RP11-433J8.2 chr14 96741191 96790613 + -ENSG00000100749.7 VRK1 chr14 96797304 96931722 + -ENSG00000258825.1 AL133168.3 chr14 96931367 96943580 + -ENSG00000225163.3 LINC00618 chr14 96943579 96945394 + -ENSG00000280070.1 RP11-907D1.3 chr14 96992864 96996601 + -ENSG00000259026.1 RP11-907D1.1 chr14 97110416 97119247 - -ENSG00000258393.1 RP11-907D1.2 chr14 97116355 97121501 + -ENSG00000259110.1 RP11-359N5.1 chr14 97154857 97158736 + -ENSG00000246084.2 CTD-2506J14.1 chr14 97458816 97581601 + -ENSG00000281689.1 AL355098.1 chr14 97523095 97523230 + -ENSG00000197176.7 RP11-76E12.1 chr14 97632647 97686658 - -ENSG00000258869.1 RP11-204N11.1 chr14 97749264 97763989 - -ENSG00000258379.1 RP11-204N11.2 chr14 97786565 97789256 - -ENSG00000246223.8 LINC01550 chr14 97925610 97978124 - -ENSG00000259097.1 RP11-61O1.1 chr14 98068240 98205143 - -ENSG00000258511.1 RP11-61O1.2 chr14 98136074 98139242 + -ENSG00000222066.1 AL163760.1 chr14 98331632 98331750 - -ENSG00000241757.3 RN7SL714P chr14 98351367 98351664 - -ENSG00000258795.1 RP11-1082A3.1 chr14 98497132 98514798 + -ENSG00000176605.7 C14orf177 chr14 98711613 98717761 + -ENSG00000237342.1 AL132796.1 chr14 98844896 98845597 + -ENSG00000278990.1 RP11-1127D7.2 chr14 98916902 98917801 - -ENSG00000259119.1 RP11-1127D7.1 chr14 98925137 98927805 - -ENSG00000232573.1 RPL3P4 chr14 98972879 98973301 - -ENSG00000234648.1 AL162151.3 chr14 98973314 98973471 + -ENSG00000229402.1 AL162151.4 chr14 99158416 99159669 + -ENSG00000127152.17 BCL11B chr14 99169287 99271524 - -ENSG00000235785.1 AL109767.1 chr14 99262948 99264735 + -ENSG00000258383.1 CTD-2200A16.1 chr14 99324799 99332015 - -ENSG00000183576.12 SETD3 chr14 99397746 99480889 - -ENSG00000272439.1 RNU6-91P chr14 99444306 99444412 + -ENSG00000090061.17 CCNK chr14 99481169 99535044 + -ENSG00000205476.8 CCDC85C chr14 99500180 99604026 - -ENSG00000258749.1 RP11-688G15.3 chr14 99512501 99513576 + -ENSG00000200506.1 Y_RNA chr14 99583017 99583118 + -ENSG00000247970.2 RP11-543C4.1 chr14 99604556 99625740 + -ENSG00000182218.9 HHIPL1 chr14 99645110 99680569 + -ENSG00000036530.8 CYP46A1 chr14 99684304 99727301 + -ENSG00000258672.1 RP11-543C4.3 chr14 99691445 99693648 - -ENSG00000066629.16 EML1 chr14 99737693 99942060 + -ENSG00000199836.1 RNU1-47P chr14 99945315 99945477 + -ENSG00000271198.1 VDAC3P1 chr14 99964529 99965378 + -ENSG00000196405.12 EVL chr14 99971449 100144236 + -ENSG00000242888.1 RP11-436M15.1 chr14 99974336 99975149 - -ENSG00000258693.1 RP11-436M15.3 chr14 99977115 99978098 - -ENSG00000258560.1 CTD-2376I20.1 chr14 100052803 100074878 - -ENSG00000265154.1 MIR151B chr14 100109419 100109514 - -ENSG00000199082.1 MIR342 chr14 100109655 100109753 + -ENSG00000168350.7 DEGS2 chr14 100143957 100160163 - -ENSG00000258982.1 RP11-638I2.4 chr14 100207407 100238555 - -ENSG00000100811.10 YY1 chr14 100238298 100282792 + -ENSG00000258904.1 RP11-638I2.2 chr14 100263781 100265405 + -ENSG00000259052.1 AL157871.2 chr14 100279959 100291456 - -ENSG00000197119.12 SLC25A29 chr14 100291111 100306547 - -ENSG00000258504.2 RP11-638I2.6 chr14 100291117 100294656 + -ENSG00000198984.1 MIR345 chr14 100307859 100307956 + -ENSG00000243976.2 RN7SL523P chr14 100319073 100319370 - -ENSG00000263519.1 AL157871.1 chr14 100322828 100322933 - -ENSG00000140107.10 SLC25A47 chr14 100323337 100330378 + -ENSG00000140105.17 WARS chr14 100333788 100376805 - -ENSG00000258666.1 RP11-638I2.8 chr14 100333790 100354061 + -ENSG00000258521.1 RP11-638I2.9 chr14 100339832 100340554 + -ENSG00000258581.2 RP11-638I2.10 chr14 100366628 100366920 + -ENSG00000176473.13 WDR25 chr14 100376418 100530303 + -ENSG00000258620.1 RP11-362L22.1 chr14 100406599 100407613 + -ENSG00000258500.2 CTD-2062F14.2 chr14 100480952 100481274 + -ENSG00000253075.1 RN7SKP92 chr14 100487544 100487787 + -ENSG00000183092.15 BEGAIN chr14 100537149 100587413 - -ENSG00000259031.1 CTD-2062F14.3 chr14 100538939 100540409 + -ENSG00000258576.1 CTD-2644I21.1 chr14 100587775 100589326 - -ENSG00000196273.7 LINC00523 chr14 100657250 100676069 + -ENSG00000258717.1 RP11-566J3.2 chr14 100675930 100679884 - -ENSG00000185559.13 DLK1 chr14 100725705 100738224 + -ENSG00000214548.14 MEG3 chr14 100779410 100861031 + -ENSG00000266461.1 MIR2392 chr14 100814491 100814574 + -ENSG00000275161.1 Mico1 chr14 100816041 100816244 + -ENSG00000274884.1 MEG3_1 chr14 100826284 100826370 + -ENSG00000276919.1 MEG3_2 chr14 100829350 100829454 + -ENSG00000258663.1 RP11-123M6.2 chr14 100834432 100861026 - -ENSG00000211574.1 MIR770 chr14 100852390 100852487 + -ENSG00000207989.2 MIR493 chr14 100869055 100869164 + -ENSG00000199151.2 MIR337 chr14 100874495 100874603 + -ENSG00000254656.1 RTL1 chr14 100880655 100884847 - -ENSG00000208001.1 MIR431 chr14 100881007 100881120 + -ENSG00000207569.1 MIR433 chr14 100881883 100882006 + -ENSG00000207608.2 MIR127 chr14 100882965 100883075 + -ENSG00000272458.1 MIR432 chr14 100884483 100884576 + -ENSG00000207942.1 MIR136 chr14 100884697 100884788 + -ENSG00000258399.6 MEG8 chr14 100894770 100935999 + -ENSG00000276225.1 MEG8_1 chr14 100894817 100894913 + -ENSG00000275662.1 SNORD112 chr14 100897920 100897996 + -ENSG00000275134.1 MEG8_2 chr14 100898958 100899079 + -ENSG00000221077.1 AL117190.1 chr14 100903597 100903716 + -ENSG00000199005.3 MIR370 chr14 100911166 100911275 + -ENSG00000202191.1 SNORD113-1 chr14 100924824 100924892 + -ENSG00000212384.1 SNORD113-2 chr14 100927342 100927413 + -ENSG00000201700.3 SNORD113-3 chr14 100929919 100929990 + -ENSG00000201672.1 SNORD113-4 chr14 100936491 100936565 + -ENSG00000225746.8 SNHG23 chr14 100937401 100960199 + -ENSG00000272474.1 SNORD113-5 chr14 100938187 100938264 + -ENSG00000200215.3 SNORD113-6 chr14 100939556 100939630 + -ENSG00000200632.1 SNORD113-7 chr14 100941126 100941202 + -ENSG00000200367.1 SNORD113-8 chr14 100943451 100943524 + -ENSG00000201950.1 SNORD113-9 chr14 100945649 100945720 + -ENSG00000199575.1 SNORD114-1 chr14 100949833 100949904 + -ENSG00000200823.1 SNORD114-2 chr14 100951856 100951933 + -ENSG00000201839.1 SNORD114-3 chr14 100953349 100953423 + -ENSG00000200832.1 SNORD114-4 chr14 100954374 100954448 + -ENSG00000199798.1 SNORD114-5 chr14 100955370 100955439 + -ENSG00000200150.1 SNORD113 chr14 100956240 100956312 + -ENSG00000201263.1 SNORD114-6 chr14 100957166 100957237 + -ENSG00000232018.4 AL132709.8 chr14 100960509 100967040 + -ENSG00000199390.1 SNORD114-7 chr14 100963054 100963130 + -ENSG00000201240.1 SNORD114-9 chr14 100966029 100966100 + -ENSG00000200279.1 SNORD114-10 chr14 100967052 100967123 + -ENSG00000271417.2 SNHG24 chr14 100967652 100987280 + -ENSG00000200608.1 SNORD114-11 chr14 100968111 100968185 + -ENSG00000202270.1 SNORD114-12 chr14 100968948 100969022 + -ENSG00000201247.1 SNORD114-13 chr14 100969879 100969952 + -ENSG00000199593.1 SNORD114-14 chr14 100972103 100972177 + -ENSG00000201557.1 SNORD114-15 chr14 100972670 100972741 + -ENSG00000199914.1 SNORD114-16 chr14 100973595 100973664 + -ENSG00000201569.1 SNORD114-17 chr14 100974806 100974880 + -ENSG00000202142.1 SNORD114-18 chr14 100975825 100975896 + -ENSG00000199942.1 SNORD114-19 chr14 100976477 100976551 + -ENSG00000201500.1 SNORD113 chr14 100977389 100977466 + -ENSG00000201036.1 SNORD113 chr14 100979002 100979090 + -ENSG00000201710.1 SNORD113 chr14 100979992 100980066 + -ENSG00000202048.1 SNORD114-20 chr14 100981004 100981075 + -ENSG00000272344.1 SNORD114-21 chr14 100981975 100982046 + -ENSG00000202293.1 SNORD114-22 chr14 100982926 100982997 + -ENSG00000200406.1 SNORD114-23 chr14 100983876 100983947 + -ENSG00000201899.1 SNORD114-24 chr14 100984777 100984848 + -ENSG00000200612.1 SNORD114-25 chr14 100986057 100986128 + -ENSG00000200413.1 SNORD114-26 chr14 100987046 100987117 + -ENSG00000200636.1 SNORD114-27 chr14 100988161 100988230 + -ENSG00000200480.1 SNORD114-28 chr14 100989130 100989201 + -ENSG00000201689.1 SNORD114-29 chr14 100990091 100990160 + -ENSG00000201318.1 SNORD114-30 chr14 100991919 100991990 + -ENSG00000200089.1 SNORD114-31 chr14 100993236 100993310 + -ENSG00000222095.1 SNORD113 chr14 100994257 100994330 + -ENSG00000222185.1 SNORD113 chr14 100998467 100998541 + -ENSG00000199088.4 MIR379 chr14 101022051 101022159 + -ENSG00000199109.3 MIR411 chr14 101023319 101023429 + -ENSG00000207749.3 MIR299 chr14 101023780 101023890 + -ENSG00000198982.3 AL132709.2 chr14 101025000 101025110 + -ENSG00000221745.2 MIR1197 chr14 101025550 101025659 + -ENSG00000199069.2 MIR323A chr14 101025712 101025819 + -ENSG00000211582.1 MIR758 chr14 101026020 101026107 + -ENSG00000207761.2 MIR329-1 chr14 101026753 101026895 + -ENSG00000207762.1 MIR329-2 chr14 101027100 101027183 + -ENSG00000194717.3 MIR494 chr14 101029611 101029719 + -ENSG00000221036.4 MIR1193 chr14 101030041 101030153 + -ENSG00000212040.2 MIR543 chr14 101031963 101032070 + -ENSG00000207743.2 MIR495 chr14 101033734 101033841 + -ENSG00000265032.2 AL132709.3 chr14 101039338 101039437 + -ENSG00000277933.1 MIR376C chr14 101039662 101039771 + -ENSG00000281098.1 AL132709.6 chr14 101040052 101040162 + -ENSG00000207934.1 MIR654 chr14 101040219 101040299 + -ENSG00000277780.1 MIR376B chr14 101040427 101040536 + -ENSG00000277815.1 MIR376A1 chr14 101040755 101040864 + -ENSG00000215957.1 MIR300 chr14 101041363 101041445 + -ENSG00000221525.1 MIR1185-1 chr14 101042977 101043062 + -ENSG00000221614.1 MIR1185-2 chr14 101044198 101044283 + -ENSG00000258861.1 MIR381HG chr14 101045157 101051795 + -ENSG00000199020.2 MIR381 chr14 101045898 101046005 + -ENSG00000207754.2 MIR487B chr14 101046435 101046544 + -ENSG00000202560.3 MIR539 chr14 101047313 101047416 + -ENSG00000216099.2 MIR889 chr14 101047879 101047988 + -ENSG00000207587.1 MIR544A chr14 101048658 101048748 + -ENSG00000207646.1 MIR655 chr14 101049550 101049646 + -ENSG00000265250.2 AL132709.4 chr14 101051993 101052104 + -ENSG00000207558.2 MIR487A chr14 101052424 101052533 + -ENSG00000207742.2 MIR382 chr14 101054301 101054386 - -ENSG00000207993.3 MIR134 chr14 101054687 101054759 + -ENSG00000276352.1 AL132709.5 chr14 101055229 101055339 + -ENSG00000208027.3 MIR485 chr14 101055407 101055515 + -ENSG00000208004.2 MIR323B chr14 101056219 101056300 + -ENSG00000207978.1 MIR154 chr14 101059755 101059838 + -ENSG00000207961.2 MIR496 chr14 101060558 101060667 + -ENSG00000199015.3 MIR377 chr14 101062024 101062132 + -ENSG00000216179.1 MIR541 chr14 101064495 101064578 + -ENSG00000199107.2 MIR409 chr14 101065294 101065405 + -ENSG00000199012.2 MIR412 chr14 101065447 101065537 + -ENSG00000199025.4 MIR369 chr14 101065598 101065667 + -ENSG00000199092.3 MIR410 chr14 101065891 101065998 + -ENSG00000207959.1 MIR656 chr14 101066724 101066801 + -ENSG00000223403.3 MEG9 chr14 101069911 101072937 + -ENSG00000230805.6 AL132709.1 chr14 101073869 101077910 - -ENSG00000259004.1 RP11-8L8.2 chr14 101120856 101123542 + -ENSG00000277754.1 U3 chr14 101145480 101145695 - -ENSG00000258681.1 RP11-8L8.1 chr14 101217372 101218241 - -ENSG00000258497.1 CTD-2561F5.1 chr14 101257332 101278318 + -ENSG00000258460.1 RP11-168L7.1 chr14 101332516 101334331 - -ENSG00000259023.2 LINC00524 chr14 101405987 101407922 - -ENSG00000259082.1 RP11-168L7.3 chr14 101442076 101444315 + -ENSG00000259166.1 RP11-1029J19.2 chr14 101447642 101457117 + -ENSG00000258498.6 DIO3OS chr14 101552221 101560431 - -ENSG00000277601.1 MIR1247 chr14 101560287 101560422 - -ENSG00000197406.7 DIO3 chr14 101561351 101563452 + -ENSG00000258919.1 RP11-1029J19.4 chr14 101628984 101632530 - -ENSG00000258404.1 RP11-1029J19.5 chr14 101634454 101731108 - -ENSG00000241494.1 RP11-796G6.1 chr14 101677943 101678380 + -ENSG00000258512.1 LINC00239 chr14 101730437 101732522 + -ENSG00000078304.19 PPP2R5C chr14 101761798 101927989 + -ENSG00000259088.1 CTD-2017C7.2 chr14 101796555 101810321 - -ENSG00000207208.1 RNU6-790P chr14 101803227 101803331 + -ENSG00000256705.3 CTD-2017C7.1 chr14 101833435 101839531 - -ENSG00000259161.2 CTD-2017C7.3 chr14 101843394 101844122 - -ENSG00000271780.1 RP11-1017G21.5 chr14 101948347 101949425 + -ENSG00000272444.1 RP11-1017G21.6 chr14 101952416 101953063 + -ENSG00000197102.10 DYNC1H1 chr14 101964528 102050792 + -ENSG00000259013.2 RP11-1017G21.3 chr14 101969364 101969601 - -ENSG00000258959.1 RP11-1017G21.4 chr14 102036315 102066228 - -ENSG00000240457.3 RN7SL472P chr14 102077180 102077472 - -ENSG00000080824.18 HSP90AA1 chr14 102080738 102139699 - -ENSG00000140153.17 WDR20 chr14 102139503 102224847 + -ENSG00000080823.21 MOK chr14 102224500 102305200 - -ENSG00000022976.15 ZNF839 chr14 102317377 102342702 + -ENSG00000280608.1 AL137229.1 chr14 102340969 102341069 + -ENSG00000100865.14 CINP chr14 102341102 102362916 - -ENSG00000196663.15 TECPR2 chr14 102362963 102502481 + -ENSG00000212330.1 RNU6-244P chr14 102501676 102501779 + -ENSG00000156381.8 ANKRD9 chr14 102501760 102509799 - -ENSG00000266015.1 MIR4309 chr14 102539644 102539726 + -ENSG00000259230.1 CTD-2555C10.3 chr14 102545254 102555826 + -ENSG00000239224.3 RN7SL546P chr14 102582888 102583177 - -ENSG00000089902.9 RCOR1 chr14 102592661 102730576 + -ENSG00000230988.3 RPL23AP11 chr14 102662240 102662708 - -ENSG00000202459.1 Y_RNA chr14 102695388 102695495 + -ENSG00000259508.1 RP11-661D19.3 chr14 102770040 102774791 - -ENSG00000131323.14 TRAF3 chr14 102777476 102911500 + -ENSG00000206969.1 RNU6-1316P chr14 102865856 102865963 + -ENSG00000211990.1 AL117209.1 chr14 102879621 102879738 + -ENSG00000166126.10 AMN chr14 102922656 102933596 + -ENSG00000198752.9 CDC42BPB chr14 102932379 103057462 - -ENSG00000259515.1 RP11-365N19.2 chr14 102933574 102937177 + -ENSG00000213176.4 RPL13P6 chr14 103041469 103042094 + -ENSG00000259444.1 RP11-736N17.8 chr14 103094723 103098885 + -ENSG00000205436.7 EXOC3L4 chr14 103100144 103110559 + -ENSG00000259717.1 LINC00677 chr14 103120847 103123007 - -ENSG00000185215.8 TNFAIP2 chr14 103123442 103137439 + -ENSG00000259374.2 RP11-736N17.4 chr14 103139675 103141959 + -ENSG00000259535.1 RPL21P12 chr14 103148597 103149408 + -ENSG00000259525.1 GCSHP2 chr14 103184204 103185039 + -ENSG00000251533.2 LINC00605 chr14 103187221 103189028 - -ENSG00000270705.1 RP11-736N17.9 chr14 103207748 103207789 + -ENSG00000278071.1 RP11-736N17.10 chr14 103208100 103208876 + -ENSG00000242837.1 RPL21P13 chr14 103241492 103241972 + -ENSG00000270938.1 RAP2CP1 chr14 103279223 103279955 + -ENSG00000240624.1 RP11-45P15.2 chr14 103282933 103283468 + -ENSG00000259775.1 RP11-45P15.4 chr14 103331674 103332367 - -ENSG00000100664.10 EIF5 chr14 103333544 103345025 + -ENSG00000272533.1 SNORA28 chr14 103337849 103337974 + -ENSG00000259428.1 HMGB3P26 chr14 103364239 103364820 - -ENSG00000243904.1 RP11-600F24.1 chr14 103374033 103374916 - -ENSG00000075413.17 MARK3 chr14 103385392 103503831 + -ENSG00000244691.1 RPL10AP1 chr14 103412119 103412761 - -ENSG00000166165.12 CKB chr14 103519659 103523111 - -ENSG00000260285.1 RP11-600F24.7 chr14 103525010 103529072 - -ENSG00000166166.12 TRMT61A chr14 103529184 103537073 + -ENSG00000252469.1 RNU7-160P chr14 103550345 103550406 + -ENSG00000258851.1 RP11-894P9.2 chr14 103553421 103561877 + -ENSG00000166170.9 BAG5 chr14 103556544 103562831 - -ENSG00000126214.20 KLC1 chr14 103561896 103714249 + -ENSG00000256053.7 APOPT1 chr14 103562962 103607523 + -ENSG00000256500.5 RP11-73M18.2 chr14 103562962 103685924 + -ENSG00000201184.1 RNU4-68P chr14 103567405 103567545 + -ENSG00000246451.2 RP11-894P9.1 chr14 103682362 103684015 - -ENSG00000270108.1 RP11-73M18.6 chr14 103687576 103688127 + -ENSG00000269910.1 RP11-73M18.10 chr14 103694516 103695050 - -ENSG00000269940.1 RP11-73M18.7 chr14 103694560 103695170 + -ENSG00000269958.1 RP11-73M18.8 chr14 103696353 103697163 + -ENSG00000126215.13 XRCC3 chr14 103697609 103715504 - -ENSG00000100711.13 ZFYVE21 chr14 103715730 103733668 + -ENSG00000253096.1 Y_RNA chr14 103725728 103725825 - -ENSG00000088808.16 PPP1R13B chr14 103733752 103847590 - -ENSG00000270591.1 RP11-73M18.11 chr14 103762803 103763277 + -ENSG00000202275.1 SNORD51 chr14 103797272 103797348 - -ENSG00000258735.1 LINC00637 chr14 103847721 103858049 + -ENSG00000258534.1 CTD-2134A5.4 chr14 103854366 103880111 - -ENSG00000258914.1 CTD-2134A5.3 chr14 103875055 103877478 + -ENSG00000156411.9 C14orf2 chr14 103912288 103928269 - -ENSG00000156414.18 TDRD9 chr14 103928462 104052667 + -ENSG00000227729.3 RD3L chr14 103940426 103942308 - -ENSG00000264439.1 AL136001.1 chr14 103980798 103980883 - -ENSG00000242894.3 RN7SL634P chr14 104013642 104013933 + -ENSG00000166183.15 ASPG chr14 104085679 104115581 + -ENSG00000207568.1 MIR203A chr14 104117405 104117514 + -ENSG00000258748.1 CTD-2223O18.1 chr14 104137150 104137898 - -ENSG00000066735.14 KIF26A chr14 104138723 104180894 + -ENSG00000258913.1 RP11-260M19.2 chr14 104223584 104288069 + -ENSG00000258598.1 RP11-260M19.1 chr14 104376530 104378951 - -ENSG00000222761.1 RNU6-684P chr14 104400943 104401048 - -ENSG00000213159.4 CEND1P1 chr14 104450979 104451433 + -ENSG00000258986.6 TMEM179 chr14 104474678 104605647 - -ENSG00000184601.10 C14orf180 chr14 104579684 104590515 + -ENSG00000259037.1 RP11-614O9.1 chr14 104589021 104589847 - -ENSG00000258736.1 RP11-982M15.7 chr14 104653548 104655787 - -ENSG00000260792.1 RP11-982M15.8 chr14 104661120 104665558 - -ENSG00000265291.1 MIR4710 chr14 104677694 104677749 - -ENSG00000256050.2 RP11-982M15.6 chr14 104681146 104684932 + -ENSG00000203485.12 INF2 chr14 104689606 104722535 + -ENSG00000258858.1 RP11-982M15.5 chr14 104690091 104691284 - -ENSG00000185100.10 ADSSL1 chr14 104724186 104747325 + -ENSG00000184990.12 SIVA1 chr14 104753100 104768494 + -ENSG00000258430.1 RP11-982M15.2 chr14 104769349 104770271 + -ENSG00000142208.15 AKT1 chr14 104769349 104795751 - -ENSG00000179627.9 ZBTB42 chr14 104800596 104804712 + -ENSG00000279140.1 RP11-477I4.4 chr14 104815449 104815753 - -ENSG00000258701.1 LINC00638 chr14 104821201 104823718 + -ENSG00000239365.2 RPS26P49 chr14 104830838 104831171 - -ENSG00000196183.5 RPS2P4 chr14 104835997 104836852 - -ENSG00000258811.1 CTD-3051D23.1 chr14 104842663 104845916 + -ENSG00000258593.2 CTD-3051D23.4 chr14 104857792 104858836 - -ENSG00000099814.15 CEP170B chr14 104865280 104896770 + -ENSG00000259067.1 CTD-3051D23.3 chr14 104904342 104905204 + -ENSG00000166428.12 PLD4 chr14 104924816 104937790 + -ENSG00000185567.6 AHNAK2 chr14 104937244 104978357 - -ENSG00000140104.13 C14orf79 chr14 104985775 105010482 + -ENSG00000170779.10 CDCA4 chr14 105009573 105021148 - -ENSG00000183484.11 GPR132 chr14 105049389 105065445 - -ENSG00000257556.1 RP11-44N21.1 chr14 105093609 105099004 + -ENSG00000280244.1 RP11-44N21.3 chr14 105110347 105110807 - -ENSG00000258154.2 RP11-44N21.2 chr14 105112690 105112863 - -ENSG00000184916.8 JAG2 chr14 105140981 105168824 - -ENSG00000273778.1 MIR6765 chr14 105150778 105150864 - -ENSG00000257622.1 RP11-44N21.4 chr14 105152194 105181194 - -ENSG00000183828.14 NUDT14 chr14 105172938 105181323 - -ENSG00000185024.15 BRF1 chr14 105209286 105315589 - -ENSG00000184887.13 BTBD6 chr14 105248490 105251093 + -ENSG00000179364.13 PACS2 chr14 105300563 105398147 + -ENSG00000279495.1 RP11-521B24.4 chr14 105370418 105372918 + -ENSG00000242085.1 RPS20P33 chr14 105374618 105374971 + -ENSG00000281275.1 AL928654.1 chr14 105384360 105384461 - -ENSG00000226174.6 TEX22 chr14 105398579 105450106 + -ENSG00000251602.6 RP11-521B24.3 chr14 105416884 105419739 - -ENSG00000182979.17 MTA1 chr14 105419820 105470729 + -ENSG00000257270.1 RP11-521B24.5 chr14 105467793 105470617 - -ENSG00000182809.10 CRIP2 chr14 105472962 105480170 + -ENSG00000213145.9 CRIP1 chr14 105486317 105488947 + -ENSG00000257341.5 AL928654.7 chr14 105487199 105492267 + -ENSG00000185347.17 C14orf80 chr14 105489855 105499575 + -ENSG00000184986.10 TMEM121 chr14 105526603 105530202 + -ENSG00000230157.1 ATP5G1P1 chr14 105536861 105537239 - -ENSG00000234402.1 ELK2BP chr14 105546610 105549694 - -ENSG00000211890.3 IGHA2 chr14 105586889 105588395 - -ENSG00000266597.1 AL928742.1 chr14 105591070 105591129 - -ENSG00000227468.4 AL928742.12 chr14 105597691 105600209 - -ENSG00000211891.5 IGHE chr14 105599941 105601728 - -ENSG00000254140.1 RP11-731F5.1 chr14 105601472 105605357 - -ENSG00000274172.1 MIR8071-1 chr14 105621116 105621180 + -ENSG00000211892.3 IGHG4 chr14 105624341 105626066 - -ENSG00000277030.1 MIR8071-2 chr14 105640168 105640232 + -ENSG00000211893.3 IGHG2 chr14 105643052 105644790 - -ENSG00000253364.1 RP11-731F5.2 chr14 105644496 105649057 - -ENSG00000275301.1 AL928761.1 chr14 105663828 105663892 + -ENSG00000253755.1 IGHGP chr14 105664633 105669843 - -ENSG00000211896.6 IGHG1 chr14 105668113 106538344 - -ENSG00000213140.3 ELK2AP chr14 105672308 105673314 - -ENSG00000253701.2 AL928768.3 chr14 105703961 105704602 - -ENSG00000211895.4 IGHA1 chr14 105707118 105708665 - -ENSG00000264024.1 AL901608.1 chr14 105711923 105711992 - -ENSG00000253692.3 IGHEP1 chr14 105721794 105722527 - -ENSG00000278556.1 AL122127.3 chr14 105736956 105737020 + -ENSG00000277054.1 AL122127.2 chr14 105765117 105765180 + -ENSG00000211897.7 IGHG3 chr14 105769102 106038345 - -ENSG00000270371.1 RP11-417P24.1 chr14 105785505 105785831 - -ENSG00000211898.7 IGHD chr14 105836765 105845678 - -ENSG00000211899.7 IGHM chr14 105854220 106235572 - -ENSG00000265612.1 MIR4539 chr14 105857513 105857572 - -ENSG00000266706.1 AC246787.5 chr14 105857573 105857632 - -ENSG00000265517.1 AC246787.3 chr14 105857743 105857802 - -ENSG00000263413.2 MIR4538 chr14 105858165 105858242 - -ENSG00000263751.1 AC246787.1 chr14 105858335 105858412 - -ENSG00000264781.1 MIR4537 chr14 105859484 105859553 - -ENSG00000265714.1 AC246787.4 chr14 105859738 105859804 - -ENSG00000211900.2 IGHJ6 chr14 105863198 105863258 - -ENSG00000237111.1 IGHJ3P chr14 105863416 105863465 - -ENSG00000242472.1 IGHJ5 chr14 105863814 105863862 - -ENSG00000240041.1 IGHJ4 chr14 105864215 105864260 - -ENSG00000242887.1 IGHJ3 chr14 105864587 105864635 - -ENSG00000237547.1 IGHJ2P chr14 105864793 105864852 - -ENSG00000211904.2 IGHJ2 chr14 105865199 105865250 - -ENSG00000211905.1 IGHJ1 chr14 105865407 105865458 - -ENSG00000236597.1 IGHD7-27 chr14 105865551 105865561 - -ENSG00000227335.1 IGHJ1P chr14 105865624 105865678 - -ENSG00000211907.1 IGHD1-26 chr14 105881034 105881053 - -ENSG00000225825.1 IGHD6-25 chr14 105881539 105881556 - -ENSG00000211909.1 IGHD5-24 chr14 105883903 105883922 - -ENSG00000227196.1 IGHD4-23 chr14 105884870 105884888 - -ENSG00000211911.1 IGHD3-22 chr14 105886031 105886061 - -ENSG00000211912.1 IGHD2-21 chr14 105888551 105888578 - -ENSG00000244620.1 AL122127.25 chr14 105890084 105896577 + -ENSG00000237020.1 IGHD1-20 chr14 105891191 105891207 - -ENSG00000211914.1 IGHD6-19 chr14 105891699 105891719 - -ENSG00000211915.1 IGHD5-18 chr14 105893542 105893561 - -ENSG00000227800.1 IGHD4-17 chr14 105894508 105894523 - -ENSG00000211917.1 IGHD3-16 chr14 105895634 105895670 - -ENSG00000211918.1 IGHD2-15 chr14 105897957 105897987 - -ENSG00000227108.1 IGHD1-14 chr14 105900638 105900654 - -ENSG00000211920.1 IGHD6-13 chr14 105901142 105901162 - -ENSG00000211921.1 IGHD5-12 chr14 105902649 105902671 - -ENSG00000232543.2 IGHD4-11 chr14 105903616 105903631 - -ENSG00000211923.1 IGHD3-10 chr14 105904497 105904527 - -ENSG00000211924.1 IGHD3-9 chr14 105904681 105904711 - -ENSG00000211925.1 IGHD2-8 chr14 105907211 105907241 - -ENSG00000237197.1 IGHD1-7 chr14 105909907 105909923 - -ENSG00000228131.1 IGHD6-6 chr14 105910410 105910427 - -ENSG00000211928.1 IGHD5-5 chr14 105912257 105912276 - -ENSG00000233655.1 IGHD4-4 chr14 105913222 105913237 - -ENSG00000211930.1 IGHD3-3 chr14 105914359 105914389 - -ENSG00000211931.1 IGHD2-2 chr14 105916826 105916856 - -ENSG00000226777.7 KIAA0125 chr14 105917979 105932642 + -ENSG00000236170.1 IGHD1-1 chr14 105919502 105919518 - -ENSG00000211933.2 IGHV6-1 chr14 105939756 105940253 - -ENSG00000254279.1 IGHVII-1-1 chr14 105945210 105945389 - -ENSG00000271968.2 ADAM6 chr14 105969729 105972269 - -ENSG00000225200.2 AB019441.29 chr14 105978520 105979146 - -ENSG00000211934.3 IGHV1-2 chr14 105986582 105987083 - -ENSG00000253780.1 IGHVIII-2-1 chr14 106001534 106001824 - -ENSG00000211935.3 IGHV1-3 chr14 106005095 106005574 - -ENSG00000276775.1 IGHV4-4 chr14 106011922 106012420 - -ENSG00000282122.1 CH17-262H11.1 chr14 106025145 106025630 - -ENSG00000211937.3 IGHV2-5 chr14 106037902 106038365 - -ENSG00000253387.1 IGHVIII-5-1 chr14 106039666 106039764 - -ENSG00000254053.1 IGHVIII-5-2 chr14 106045600 106045860 - -ENSG00000253763.1 IGHV3-6 chr14 106055549 106055998 - -ENSG00000211938.2 IGHV3-7 chr14 106062151 106062683 - -ENSG00000282639.1 CH17-224D4.1 chr14 106088122 106088573 - -ENSG00000282651.1 CH17-224D4.2 chr14 106107972 106108407 - -ENSG00000211941.3 IGHV3-11 chr14 106116635 106117204 - -ENSG00000254215.1 IGHVIII-11-1 chr14 106120207 106120473 - -ENSG00000254174.1 IGHV1-12 chr14 106122420 106122709 - -ENSG00000211942.3 IGHV3-13 chr14 106129540 106130072 - -ENSG00000253412.1 IGHVIII-13-1 chr14 106142287 106142577 - -ENSG00000253709.1 IGHV1-14 chr14 106145891 106146131 - -ENSG00000211943.2 IGHV3-15 chr14 106153624 106154163 - -ENSG00000253458.1 IGHVII-15-1 chr14 106163583 106163802 - -ENSG00000211944.2 IGHV3-16 chr14 106165205 106165730 - -ENSG00000254046.1 IGHV1-17 chr14 106174342 106174760 - -ENSG00000273894.1 SLC20A1P2 chr14 106179554 106180519 - -ENSG00000211945.2 IGHV1-18 chr14 106184901 106185394 - -ENSG00000253883.1 IGHV3-19 chr14 106196700 106196990 - -ENSG00000271201.1 AB019440.50 chr14 106206603 106208571 + -ENSG00000211946.3 IGHV3-20 chr14 106210936 106211453 - -ENSG00000211947.2 IGHV3-21 chr14 106235064 106235594 - -ENSG00000253957.1 IGHV3-22 chr14 106257762 106258223 - -ENSG00000253345.1 IGHVII-22-1 chr14 106263362 106263626 - -ENSG00000254045.1 IGHVIII-22-2 chr14 106264688 106264715 - -ENSG00000211949.3 IGHV3-23 chr14 106268606 106269140 - -ENSG00000211950.2 IGHV1-24 chr14 106276548 106277043 - -ENSG00000238275.2 HOMER2P2 chr14 106286811 106287657 - -ENSG00000276210.2 LINC00226 chr14 106287674 106288828 + -ENSG00000253441.1 IGHV3-25 chr14 106289029 106289479 - -ENSG00000253367.1 IGHVIII-25-1 chr14 106293568 106293808 - -ENSG00000211951.2 IGHV2-26 chr14 106301396 106301862 - -ENSG00000253462.1 IGHVIII-26-1 chr14 106309417 106309666 - -ENSG00000253482.1 IGHVII-26-2 chr14 106314651 106314975 - -ENSG00000254326.1 IGHV7-27 chr14 106317823 106318236 - -ENSG00000211952.3 IGHV4-28 chr14 106324254 106324760 - -ENSG00000270474.1 IGHV3-29 chr14 106331116 106331552 - -ENSG00000270550.1 IGHV3-30 chr14 106335082 106335613 - -ENSG00000253491.1 IGHVII-30-1 chr14 106342724 106342955 - -ENSG00000253587.1 IGHV3-30-2 chr14 106344395 106344833 - -ENSG00000231475.3 IGHV4-31 chr14 106349283 106349792 - -ENSG00000253149.1 IGHVII-31-1 chr14 106354672 106354708 - -ENSG00000254289.1 IGHV3-32 chr14 106356165 106356591 - -ENSG00000211955.2 IGHV3-33 chr14 106359793 106360324 - -ENSG00000254203.1 IGHVII-33-1 chr14 106367385 106367664 - -ENSG00000253440.1 IGHV3-33-2 chr14 106369107 106369546 - -ENSG00000211956.2 IGHV4-34 chr14 106373663 106374145 - -ENSG00000253325.1 IGHV7-34-1 chr14 106377300 106377733 - -ENSG00000211957.2 IGHV3-35 chr14 106389392 106389858 - -ENSG00000253240.1 IGHV3-36 chr14 106392774 106393231 - -ENSG00000253359.1 IGHV3-37 chr14 106396676 106397114 - -ENSG00000211958.2 IGHV3-38 chr14 106410493 106411021 - -ENSG00000253989.1 IGHVIII-38-1 chr14 106418025 106418078 - -ENSG00000211959.2 IGHV4-39 chr14 106421711 106422218 - -ENSG00000253467.1 IGHV7-40 chr14 106425365 106425563 - -ENSG00000228757.1 AB019438.66 chr14 106436415 106436555 - -ENSG00000253294.1 IGHVII-40-1 chr14 106440950 106441007 - -ENSG00000278473.1 IGHV3-41 chr14 106443133 106443583 - -ENSG00000228966.2 HOMER2P1 chr14 106460092 106461055 - -ENSG00000254228.1 IGHV3-42 chr14 106463258 106463558 - -ENSG00000232216.1 IGHV3-43 chr14 106470264 106470800 - -ENSG00000253588.1 IGHVIII-44 chr14 106478220 106478393 - -ENSG00000270816.5 LINC00221 chr14 106482439 106521073 + -ENSG00000253465.1 IGHVIV-44-1 chr14 106489345 106489756 - -ENSG00000253895.1 IGHVII-44-2 chr14 106494134 106494383 - -ENSG00000211961.3 IGHV1-45 chr14 106506996 106507491 - -ENSG00000211962.2 IGHV1-46 chr14 106511117 106511856 - -ENSG00000253808.1 IGHVII-46-1 chr14 106515818 106515854 - -ENSG00000229092.2 IGHV3-47 chr14 106518582 106519027 - -ENSG00000253862.1 IGHVIII-47-1 chr14 106531141 106531471 - -ENSG00000211964.3 IGHV3-48 chr14 106537810 106538344 - -ENSG00000211965.3 IGHV3-49 chr14 106556920 106675432 - -ENSG00000253386.1 IGHVII-49-1 chr14 106564375 106564598 - -ENSG00000253241.1 IGHV3-50 chr14 106566117 106566555 - -ENSG00000211966.2 IGHV5-51 chr14 106578744 106579236 - -ENSG00000254167.1 IGHVIII-51-1 chr14 106583506 106583807 - -ENSG00000253941.1 IGHVII-51-2 chr14 106584718 106584976 - -ENSG00000253545.1 IGHV3-52 chr14 106586376 106586826 - -ENSG00000211967.3 IGHV3-53 chr14 106592676 106593347 - -ENSG00000253714.1 IGHVII-53-1 chr14 106599670 106599924 - -ENSG00000275475.1 IGHV3-54 chr14 106601346 106601792 - -ENSG00000254395.1 IGHV4-55 chr14 106606101 106606551 - -ENSG00000253131.1 IGHV7-56 chr14 106609762 106610196 - -ENSG00000253759.1 IGHV3-57 chr14 106618894 106619173 - -ENSG00000211968.3 IGHV1-58 chr14 106622357 106622855 - -ENSG00000224373.3 IGHV4-59 chr14 106627249 106627825 - -ENSG00000253742.1 IGHV3-60 chr14 106631197 106631653 - -ENSG00000199480.1 RNA5SP389 chr14 106636672 106636786 + -ENSG00000280494.1 AC245369.1 chr14 106636704 106636763 + -ENSG00000254329.1 IGHVII-60-1 chr14 106637718 106637973 - -ENSG00000211970.3 IGHV4-61 chr14 106639119 106639657 - -ENSG00000223648.3 IGHV3-64 chr14 106643132 106658258 - -ENSG00000253132.1 IGHV3-62 chr14 106643142 106643585 - -ENSG00000253747.1 IGHVII-62-1 chr14 106650551 106650785 - -ENSG00000253936.1 IGHV3-63 chr14 106652237 106652681 - -ENSG00000253209.1 IGHV3-65 chr14 106666092 106666532 - -ENSG00000253169.1 IGHVII-65-1 chr14 106671797 106672044 - -ENSG00000211972.2 IGHV3-66 chr14 106675017 106675544 - -ENSG00000253274.1 IGHV1-67 chr14 106680603 106681042 - -ENSG00000223506.2 SLC20A1P1 chr14 106683395 106684350 - -ENSG00000253820.1 IGHVII-67-1 chr14 106686517 106686562 - -ENSG00000254036.1 IGHVIII-67-2 chr14 106687113 106687200 - -ENSG00000253635.1 IGHVIII-67-3 chr14 106692657 106692888 - -ENSG00000254052.1 IGHVIII-67-4 chr14 106695102 106695397 - -ENSG00000282359.1 CH17-212P11.6 chr14 106703846 106704299 - -ENSG00000253703.1 IGHV1-68 chr14 106703852 106704146 - -ENSG00000211973.2 IGHV1-69 chr14 106714684 106715181 - -ENSG00000211974.3 IGHV2-70 chr14 106723574 106724093 - -ENSG00000282600.1 CH17-212P11.4 chr14 106728163 106728607 - -ENSG00000281990.1 CH17-212P11.5 chr14 106737110 106737547 - -ENSG00000280411.1 IGHV1-69-2 chr14 106762092 106762588 - -ENSG00000274576.2 IGHV2-70 chr14 106770577 106771020 - -ENSG00000254056.1 IGHV3-71 chr14 106775157 106775618 - -ENSG00000225698.3 IGHV3-72 chr14 106790691 106791233 - -ENSG00000211976.2 IGHV3-73 chr14 106802694 106803233 - -ENSG00000224650.2 IGHV3-74 chr14 106810442 106811131 - -ENSG00000254134.1 IGHVII-74-1 chr14 106821174 106821414 - -ENSG00000254176.1 IGHV3-75 chr14 106823687 106824147 - -ENSG00000253247.1 IGHV3-76 chr14 106827869 106828163 - -ENSG00000253310.1 IGHVIII-76-1 chr14 106831767 106832052 - -ENSG00000265929.1 MIR5195 chr14 106850885 106850999 - -ENSG00000211978.2 IGHV5-78 chr14 106851123 106851417 - -ENSG00000253674.1 IGHVII-78-1 chr14 106865627 106865895 - -ENSG00000275747.1 IGHV3-79 chr14 106867660 106868092 - -ENSG00000211979.2 IGHV7-81 chr14 106874583 106875071 - -ENSG00000253303.1 IGHVIII-82 chr14 106879563 106879812 - -ENSG00000215567.5 RP11-79C23.1 chr15 19878555 19887814 + -ENSG00000201241.1 RNU6-978P chr15 19883614 19883716 + -ENSG00000258463.1 RP11-173D3.3 chr15 19899334 19899559 + -ENSG00000274347.1 RP11-1360M22.10 chr15 19955300 19955602 - -ENSG00000188403.7 IGHV1OR15-9 chr15 19964666 19965101 - -ENSG00000258706.1 SLC20A1P3 chr15 19967414 19968352 - -ENSG00000259337.4 IGHV1OR15-2 chr15 19972782 19973218 - -ENSG00000259490.2 IGHV3OR15-7 chr15 19987656 19988117 - -ENSG00000270961.1 IGHD5OR15-5A chr15 20003840 20003862 - -ENSG00000271317.1 IGHD4OR15-4A chr15 20004797 20004815 - -ENSG00000282520.1 IGHD3OR15-3A chr15 20005905 20005935 - -ENSG00000282599.1 IGHD2OR15-2A chr15 20008402 20008432 - -ENSG00000271336.1 IGHD1OR15-1A chr15 20011153 20011169 - -ENSG00000277988.1 KIAA0125P1 chr15 20012741 20014208 + -ENSG00000259769.1 RP11-1360M22.2 chr15 20046296 20047994 - -ENSG00000258397.1 BCAR1P1 chr15 20073699 20074334 - -ENSG00000239471.3 RN7SL584P chr15 20095733 20096029 - -ENSG00000258410.1 RP11-173D3.1 chr15 20128745 20147953 - -ENSG00000278935.1 RP11-173D3.4 chr15 20141794 20146430 + -ENSG00000258780.1 BMS1P15 chr15 20153776 20160826 + -ENSG00000258628.1 RP11-492D6.3 chr15 20228620 20277503 - -ENSG00000259156.7 CHEK2P2 chr15 20282744 20291586 + -ENSG00000258654.1 RP11-509A17.3 chr15 20344736 20359166 + -ENSG00000265002.1 AC026495.1 chr15 20358108 20358181 + -ENSG00000180229.12 HERC2P3 chr15 20379495 20506180 - -ENSG00000258488.2 RP11-467L19.8 chr15 20516252 20520627 + -ENSG00000277322.1 GOLGA6L6 chr15 20531856 20541800 - -ENSG00000258797.2 RP11-467L19.6 chr15 20545576 20549444 - -ENSG00000181984.11 GOLGA8CP chr15 20562375 20575696 + -ENSG00000278497.1 RN7SL759P chr15 20570886 20571175 + -ENSG00000221354.1 AC023310.1 chr15 20572047 20572129 + -ENSG00000258916.2 SPATA31E2P chr15 20593494 20599195 - -ENSG00000258707.2 RP11-467L19.11 chr15 20626819 20627365 - -ENSG00000270685.1 IGHV1OR15-6 chr15 20639464 20639890 - -ENSG00000278626.1 RP11-467L19.16 chr15 20642799 20643448 - -ENSG00000258590.5 NBEAP1 chr15 20657638 20688408 - -ENSG00000279628.1 RP11-467L19.14 chr15 20658900 20664970 + -ENSG00000260409.1 RP11-403B2.7 chr15 20729747 20756183 - -ENSG00000238478.1 RNU6-498P chr15 20738679 20738785 + -ENSG00000273699.1 AC012414.1 chr15 20755375 20755460 - -ENSG00000259383.1 RP11-403B2.6 chr15 20759311 20774794 - -ENSG00000259443.1 RP11-403B2.5 chr15 20773084 20774871 + -ENSG00000258420.1 RP11-403B2.3 chr15 20775464 20775998 - -ENSG00000274499.1 RP11-403B2.10 chr15 20803505 20826173 - -ENSG00000259089.2 GRAMD4P5 chr15 20813299 20814958 + -ENSG00000259214.1 RP11-810K23.7 chr15 20826454 20826640 - -ENSG00000265322.1 MIR3118-2 chr15 20832795 20832869 + -ENSG00000230031.10 POTEB2 chr15 20835372 20866314 - -ENSG00000238489.1 RNU6-749P chr15 20855251 20855357 - -ENSG00000261048.1 RP11-810K23.9 chr15 20890206 20890606 - -ENSG00000261554.1 RP11-810K23.10 chr15 20893383 20893980 - -ENSG00000258799.1 ZNF519P2 chr15 20901441 20901609 - -ENSG00000270831.1 NF1P1 chr15 20916686 20935658 - -ENSG00000266545.1 MIR5701-1 chr15 20940252 20940333 + -ENSG00000258710.7 LINC01193 chr15 20940438 20993303 + -ENSG00000258855.1 OR11J2P chr15 20960675 20961581 + -ENSG00000258494.1 OR11J5P chr15 20969282 20970215 - -ENSG00000270824.1 IGHD5OR15-5B chr15 21010494 21010516 - -ENSG00000270451.1 IGHD4OR15-4B chr15 21011451 21011469 - -ENSG00000282089.1 IGHD3OR15-3B chr15 21012559 21012589 - -ENSG00000282268.1 IGHD2OR15-2B chr15 21015048 21015078 - -ENSG00000270185.1 IGHD1OR15-1B chr15 21017800 21017816 - -ENSG00000259698.1 KIAA0125P2 chr15 21019388 21020851 + -ENSG00000259025.1 RP11-810K23.6 chr15 21053004 21054702 - -ENSG00000258771.1 BCAR1P2 chr15 21080812 21081447 - -ENSG00000243059.3 RN7SL400P chr15 21102843 21103138 - -ENSG00000260986.1 RP11-854K16.3 chr15 21127698 21130095 - -ENSG00000279595.1 RP11-854K16.4 chr15 21148334 21152970 + -ENSG00000258684.2 BMS1P16 chr15 21160305 21167357 + -ENSG00000258883.1 RP11-32B5.2 chr15 21250180 21260147 - -ENSG00000237161.4 RP11-32B5.1 chr15 21293653 21295201 - -ENSG00000247765.2 RP11-32B5.7 chr15 21298233 21325241 - -ENSG00000207289.1 RNU6-1235P chr15 21307749 21307855 + -ENSG00000276038.1 AC068446.1 chr15 21324433 21324518 - -ENSG00000280881.1 RP11-275E15.2 chr15 21328380 21343881 - -ENSG00000280703.1 RP11-275E15.3 chr15 21342171 21343958 + -ENSG00000258415.2 RP11-32B5.4 chr15 21344548 21345085 - -ENSG00000268531.3 RP11-32B5.8 chr15 21368459 21370621 + -ENSG00000258712.2 CXADRP2 chr15 21372793 21373881 - -ENSG00000258767.1 RP11-32B5.5 chr15 21382383 21382842 + -ENSG00000258848.1 GRAMD4P6 chr15 21383821 21384064 + -ENSG00000277243.1 MIR3118-3 chr15 21406385 21406459 + -ENSG00000278522.4 POTEB3 chr15 21408243 21440451 - -ENSG00000275174.1 U6 chr15 21428879 21428985 - -ENSG00000281347.2 NF1P9 chr15 21490364 21509404 - -ENSG00000277841.1 MIR5701-2 chr15 21513959 21514040 + -ENSG00000280724.1 RP11-11H9.2 chr15 21514144 21567053 + -ENSG00000280709.2 RP11-983G14.1 chr15 21552795 21653276 + -ENSG00000279639.2 RP11-294C11.7 chr15 21574225 21575207 - -ENSG00000182974.3 OR4M2 chr15 21637909 21638992 + -ENSG00000279408.2 RP11-294C11.3 chr15 21651844 21653039 + -ENSG00000279445.2 OR4N3P chr15 21683038 21683962 + -ENSG00000281113.1 RP11-294C11.6 chr15 21703428 21705627 - -ENSG00000281087.1 RP11-983G14.3 chr15 21709649 21710270 - -ENSG00000281179.1 RP11-294C11.4 chr15 21717808 21718245 - -ENSG00000281550.1 RP11-294C11.5 chr15 21735506 21735945 - -ENSG00000278263.2 RP11-294C11.2 chr15 21742364 21742799 - -ENSG00000280655.1 RP11-361C13.1 chr15 21752278 21752710 - -ENSG00000265793.1 MIR3118-4 chr15 21843750 21843824 + -ENSG00000233917.8 POTEB chr15 21846329 21877703 - -ENSG00000200790.1 RNU6-631P chr15 21866210 21866316 - -ENSG00000258585.2 ZNF519P3 chr15 21911559 21912590 - -ENSG00000258997.1 NF1P2 chr15 21927657 21946641 - -ENSG00000264902.1 MIR5701-3 chr15 21951242 21951323 + -ENSG00000258786.1 RP11-928F19.3 chr15 21980321 21981209 - -ENSG00000259176.5 RP11-69H14.6 chr15 21990061 22125546 + -ENSG00000258721.2 OR11H3P chr15 22009548 22010529 - -ENSG00000259324.1 OR11K1P chr15 22030931 22031834 - -ENSG00000258652.2 OR4Q1P chr15 22044864 22045399 + -ENSG00000261277.2 OR4H6P chr15 22056709 22057949 + -ENSG00000274102.1 OR4M2 chr15 22080527 22081659 + -ENSG00000183706.4 OR4N4 chr15 22094431 22095556 + -ENSG00000259435.2 OR4N3P chr15 22125618 22126435 + -ENSG00000260739.1 RP11-2F9.4 chr15 22145939 22148226 - -ENSG00000223877.4 RP11-2F9.3 chr15 22152276 22152897 - -ENSG00000270505.1 IGHV1OR15-1 chr15 22160431 22160868 - -ENSG00000271288.1 IGHV1OR15-3 chr15 22178107 22178542 - -ENSG00000259261.2 IGHV4OR15-8 chr15 22184967 22185402 - -ENSG00000270356.1 IGHV1OR15-4 chr15 22194885 22195317 - -ENSG00000271507.1 RP11-603B24.6 chr15 22202392 22202734 - -ENSG00000221641.1 MIR1268A chr15 22225278 22225329 - -ENSG00000259098.1 RP11-603B24.2 chr15 22258138 22258848 + -ENSG00000258732.1 RP11-603B24.1 chr15 22278971 22282872 + -ENSG00000274835.1 RP11-566K19.11 chr15 22360639 22360918 + -ENSG00000273679.1 RP11-566K19.8 chr15 22371736 22373570 + -ENSG00000274279.1 SPATA31E3P chr15 22401208 22406944 + -ENSG00000185182.14 GOLGA8DP chr15 22427039 22437902 - -ENSG00000221000.1 AC100757.1 chr15 22428246 22428328 - -ENSG00000274568.1 RN7SL545P chr15 22429200 22429489 - -ENSG00000275363.1 RP11-566K19.12 chr15 22451209 22455154 + -ENSG00000277865.4 GOLGA6L22 chr15 22458903 22469230 + -ENSG00000281909.1 RP11-439M15.1 chr15 22480439 22484840 - -ENSG00000276550.4 HERC2P2 chr15 22495570 22590815 + -ENSG00000277561.4 GOLGA8IP chr15 22607540 22617854 - -ENSG00000274728.1 AC091565.1 chr15 22608148 22608230 - -ENSG00000277515.1 RN7SL495P chr15 22609141 22609377 - -ENSG00000276141.4 WHAMMP3 chr15 22664359 22686213 + -ENSG00000277435.1 RP11-1180F24.1 chr15 22690454 22691158 - -ENSG00000277867.1 AC138649.1 chr15 22714939 22715225 + -ENSG00000275325.4 PDCD6IPP1 chr15 22727104 22744918 + -ENSG00000277755.1 RP11-26F2.2 chr15 22756172 22756729 - -ENSG00000274253.4 RP11-566K19.6 chr15 22757857 22778741 + -ENSG00000259425.5 RP11-566K19.5 chr15 22770523 22776199 - -ENSG00000170113.15 NIPA1 chr15 22773063 22829791 + -ENSG00000140157.14 NIPA2 chr15 22838641 22868384 + -ENSG00000273749.4 CYFIP1 chr15 22867052 22981063 - -ENSG00000275835.4 TUBGCP5 chr15 22983192 23039673 - -ENSG00000276172.1 ELMO2P1 chr15 23083094 23121324 + -ENSG00000273976.1 GOLGA6L1 chr15 23128268 23136822 - -ENSG00000277505.1 RP11-467N20.6 chr15 23140563 23144422 - -ENSG00000175676.15 GOLGA8EP chr15 23157366 23170711 + -ENSG00000273981.1 RN7SL106P chr15 23165897 23166186 + -ENSG00000238347.1 AC116165.1 chr15 23167058 23167140 + -ENSG00000274099.1 ABCB10P1 chr15 23179869 23182049 + -ENSG00000278541.1 RP11-467N20.8 chr15 23193491 23193696 + -ENSG00000276941.1 MIR4509-1 chr15 23197827 23197920 + -ENSG00000278552.1 RP11-467N20.7 chr15 23225876 23226391 - -ENSG00000259414.1 HERC2P7 chr15 23289303 23293667 - -ENSG00000274471.1 RP11-228M15.1 chr15 23309607 23313276 + -ENSG00000273756.4 RP11-566K19.9 chr15 23326256 23334127 - -ENSG00000260399.1 RP11-529J17.5 chr15 23337985 23341848 - -ENSG00000261739.2 GOLGA8S chr15 23354748 23367231 + -ENSG00000275876.1 AC100756.2 chr15 23361206 23361274 + -ENSG00000278222.1 RN7SL536P chr15 23363272 23363561 + -ENSG00000238737.1 AC100756.1 chr15 23364444 23364526 + -ENSG00000261418.1 RP11-529J17.3 chr15 23430839 23435212 + -ENSG00000174450.11 GOLGA6L2 chr15 23439498 23447234 - -ENSG00000265673.1 MIR4508 chr15 23562062 23562131 - -ENSG00000179455.7 MKRN3 chr15 23565678 23630075 + -ENSG00000281873.1 AC126407.1 chr15 23565857 23566366 - -ENSG00000260978.1 MKRN3-AS1 chr15 23567264 23569657 - -ENSG00000254585.2 MAGEL2 chr15 23643544 23647841 - -ENSG00000182636.5 NDN chr15 23685400 23687330 - -ENSG00000206616.1 RNU6-741P chr15 23777437 23777543 - -ENSG00000261622.1 RP11-484P15.1 chr15 23912409 23941716 + -ENSG00000260232.1 PWRN4 chr15 23975172 24003435 + -ENSG00000260551.1 PWRN2 chr15 24162754 24169948 - -ENSG00000260780.1 RP11-580I1.1 chr15 24206784 24225854 + -ENSG00000261621.1 RP11-580I1.2 chr15 24235078 24276829 + -ENSG00000260959.1 RP11-350A1.2 chr15 24238145 24240192 - -ENSG00000261598.1 RP11-107D24.2 chr15 24299749 24300638 + -ENSG00000260760.1 PWRN3 chr15 24441127 24447967 + -ENSG00000259905.5 PWRN1 chr15 24493137 24652130 + -ENSG00000185823.3 NPAP1 chr15 24675868 24683393 + -ENSG00000128739.20 SNRPN chr15 24823647 24978723 + -ENSG00000280118.1 RP11-385H1.1 chr15 24848357 24852253 + -ENSG00000241061.3 RPL5P1 chr15 24908932 24909825 - -ENSG00000242088.1 AC090602.2 chr15 24910874 24911125 - -ENSG00000273173.5 SNURF chr15 24954986 24977850 + -ENSG00000214265.11 SNURF chr15 24955034 25000276 + -ENSG00000224078.12 SNHG14 chr15 24978583 25419462 + -ENSG00000276314.1 SNORD107 chr15 24981994 24982068 + -ENSG00000270704.3 RP11-701H24.5 chr15 24984864 24985173 + -ENSG00000279192.1 PWAR5 chr15 24985053 24988232 + -ENSG00000276610.1 SNORD64 chr15 24985100 24985166 + -ENSG00000239014.1 SNORD108 chr15 24986925 24986995 + -ENSG00000271347.1 RP11-701H24.7 chr15 24991486 24991753 + -ENSG00000257647.1 RP11-701H24.3 chr15 25027736 25032047 - -ENSG00000257151.1 PWAR6 chr15 25031873 25036490 + -ENSG00000270246.3 RP11-701H24.8 chr15 25041918 25042428 + -ENSG00000274640.1 SNORD109A chr15 25041974 25042040 + -ENSG00000207063.1 SNORD116-1 chr15 25051477 25051571 + -ENSG00000207001.1 SNORD116-2 chr15 25054210 25054304 + -ENSG00000207014.1 SNORD116-3 chr15 25056860 25056954 + -ENSG00000275529.1 SNORD116-4 chr15 25059538 25059633 + -ENSG00000207191.1 SNORD116-5 chr15 25062333 25062427 + -ENSG00000207442.1 SNORD116-6 chr15 25065026 25065121 + -ENSG00000207133.1 SNORD116-7 chr15 25067788 25067882 + -ENSG00000207093.1 SNORD116-8 chr15 25070432 25070526 + -ENSG00000206727.1 SNORD116-9 chr15 25073107 25073201 + -ENSG00000200661.1 SNORD116-10 chr15 25074114 25074215 + -ENSG00000206609.1 SNORD116-11 chr15 25075929 25076020 + -ENSG00000207197.1 SNORD116-12 chr15 25077051 25077142 + -ENSG00000207137.1 SNORD116-13 chr15 25079058 25079149 + -ENSG00000206621.1 SNORD116-14 chr15 25080142 25080233 + -ENSG00000207174.1 SNORD116-15 chr15 25081287 25081378 + -ENSG00000207263.1 SNORD116-16 chr15 25082768 25082859 + -ENSG00000206656.1 SNORD116-17 chr15 25083588 25083679 + -ENSG00000206688.1 SNORD116-18 chr15 25085385 25085476 + -ENSG00000207460.1 SNORD116-19 chr15 25086527 25086618 + -ENSG00000261069.3 RP11-701H24.4 chr15 25087661 25088896 + -ENSG00000278715.1 SNORD116-20 chr15 25087662 25087753 + -ENSG00000277785.1 SNORD116-21 chr15 25088804 25088895 + -ENSG00000275127.1 SNORD116-22 chr15 25089923 25090014 + -ENSG00000207375.1 SNORD116-23 chr15 25091786 25091877 + -ENSG00000279735.1 AC124312.1 chr15 25091960 25092377 - -ENSG00000207279.1 SNORD116-24 chr15 25094037 25094128 + -ENSG00000252326.1 SNORD116-25 chr15 25097663 25097754 + -ENSG00000251815.1 SNORD116-26 chr15 25099499 25099594 + -ENSG00000251896.1 SNORD116-27 chr15 25101575 25101666 + -ENSG00000278123.1 SNORD116-28 chr15 25104642 25104732 + -ENSG00000207245.1 SNORD116-29 chr15 25106521 25106603 + -ENSG00000252277.1 SNORD116-30 chr15 25108268 25108352 + -ENSG00000270523.1 RP11-145P16.3 chr15 25130978 25131337 + -ENSG00000279050.1 PWAR1 chr15 25135642 25138055 + -ENSG00000212428.1 SNORD115 chr15 25159221 25159279 + -ENSG00000270814.1 TMEM261P1 chr15 25169337 25169676 - -ENSG00000201831.1 SNORD115-1 chr15 25170723 25170804 + -ENSG00000199712.1 SNORD115-2 chr15 25172635 25172716 + -ENSG00000199970.1 SNORD115-3 chr15 25174927 25175008 + -ENSG00000200680.1 SNORD115-4 chr15 25176832 25176913 + -ENSG00000200503.1 SNORD115-5 chr15 25178738 25178819 + -ENSG00000200812.1 SNORD115-6 chr15 25180497 25180578 + -ENSG00000278089.1 SNORD115-7 chr15 25182385 25182466 + -ENSG00000200726.1 SNORD115-8 chr15 25184306 25184387 + -ENSG00000199782.1 SNORD115-9 chr15 25185631 25185712 + -ENSG00000201943.1 SNORD115-10 chr15 25187536 25187616 + -ENSG00000200486.1 SNORD115-11 chr15 25189414 25189495 + -ENSG00000199453.1 SNORD115-12 chr15 25191416 25191497 + -ENSG00000273835.1 SNORD115-13 chr15 25193321 25193402 + -ENSG00000199960.1 SNORD115-14 chr15 25194921 25195001 + -ENSG00000201679.1 SNORD115-15 chr15 25197576 25197656 + -ENSG00000200757.1 SNORD115-16 chr15 25199448 25199529 + -ENSG00000201482.1 SNORD115-17 chr15 25201323 25201404 + -ENSG00000200163.1 SNORD115-18 chr15 25203227 25203308 + -ENSG00000199968.1 SNORD115-19 chr15 25204357 25204438 + -ENSG00000201969.1 SNORD115-20 chr15 25206262 25206343 + -ENSG00000199833.1 SNORD115-21 chr15 25208083 25208163 + -ENSG00000201326.1 SNORD115-22 chr15 25209918 25209999 + -ENSG00000201331.1 SNORD115-23 chr15 25211796 25211877 + -ENSG00000200398.1 SNORD115-24 chr15 25213648 25213729 + -ENSG00000199489.1 SNORD115-25 chr15 25215541 25215622 + -ENSG00000275524.1 SNORD115-26 chr15 25218617 25218698 + -ENSG00000201300.1 SNORD115-27 chr15 25220497 25220578 + -ENSG00000200801.1 SNORD115-28 chr15 25222348 25222428 + -ENSG00000199704.1 SNORD115-29 chr15 25223246 25223327 + -ENSG00000200987.1 SNORD115-30 chr15 25225203 25225284 + -ENSG00000202188.1 SNORD115-31 chr15 25227109 25227190 + -ENSG00000200949.1 SNORD115-32 chr15 25228967 25229048 + -ENSG00000200593.1 SNORD115-33 chr15 25230838 25230919 + -ENSG00000199311.1 SNORD115-34 chr15 25232387 25232468 + -ENSG00000201992.1 SNORD115-35 chr15 25234247 25234328 + -ENSG00000202499.1 SNORD115-36 chr15 25236085 25236166 + -ENSG00000200638.1 SNORD115-37 chr15 25237986 25238067 + -ENSG00000201907.1 SNORD115-38 chr15 25239838 25239919 + -ENSG00000200564.1 SNORD115-39 chr15 25241746 25241827 + -ENSG00000272460.1 SNORD115-40 chr15 25243614 25243695 + -ENSG00000200478.1 SNORD115-41 chr15 25245478 25245559 + -ENSG00000201143.1 SNORD115-42 chr15 25247345 25247426 + -ENSG00000202373.1 SNORD115-43 chr15 25249198 25249279 + -ENSG00000202261.1 SNORD115-44 chr15 25250859 25250940 + -ENSG00000280234.1 RP11-145P16.2 chr15 25255579 25257027 + -ENSG00000212380.1 SNORD115-45 chr15 25264510 25264590 + -ENSG00000276844.1 SNORD115-46 chr15 25266591 25266661 + -ENSG00000212528.1 SNORD115-47 chr15 25268466 25268551 + -ENSG00000201634.1 SNORD115-48 chr15 25269783 25269858 + -ENSG00000239169.1 SNORD109B chr15 25278343 25278409 + -ENSG00000114062.17 UBE3A chr15 25333728 25439056 - -ENSG00000261529.1 RP13-487P22.1 chr15 25345633 25347235 - -ENSG00000235731.1 AC124997.1 chr15 25484831 25578791 - -ENSG00000223628.2 AC023449.2 chr15 25580969 25581122 + -ENSG00000206190.11 ATP10A chr15 25677273 25865172 - -ENSG00000274307.1 RP11-345J18.2 chr15 25708470 25710869 - -ENSG00000222123.1 RNA5SP390 chr15 25738508 25738620 + -ENSG00000281355.1 Y_RNA chr15 25817983 25818070 + -ENSG00000266517.1 MIR4715 chr15 25848747 25848825 - -ENSG00000259011.1 RP11-2C7.1 chr15 25865295 25877211 + -ENSG00000206187.3 RP11-1084I9.1 chr15 25902360 26053120 + -ENSG00000258965.2 RP11-446P9.1 chr15 25928146 25928575 - -ENSG00000212604.1 SNORA48 chr15 26008940 26009074 - -ENSG00000258931.1 RP11-1084I9.2 chr15 26050538 26052276 - -ENSG00000259150.5 LINC00929 chr15 26115813 26133037 + -ENSG00000235160.1 AC009878.2 chr15 26395072 26446774 + -ENSG00000166206.13 GABRB3 chr15 26543546 26939539 - -ENSG00000278840.1 RP11-345N11.1 chr15 26557598 26557937 - -ENSG00000235518.2 AC011196.3 chr15 26657030 26658763 - -ENSG00000242793.1 AC135999.2 chr15 26851132 26851610 - -ENSG00000186297.11 GABRA5 chr15 26866363 26949207 + -ENSG00000259122.2 TVP23BP1 chr15 26964917 26970385 + -ENSG00000182256.12 GABRG3 chr15 26971282 27541991 + -ENSG00000228740.2 GABRG3-AS1 chr15 27157615 27161319 - -ENSG00000214254.3 AC136896.2 chr15 27208089 27208635 - -ENSG00000200326.1 RNA5SP391 chr15 27280318 27280436 - -ENSG00000258624.1 SERPINE4P chr15 27340524 27340804 + -ENSG00000261426.1 AC144833.1 chr15 27362310 27366398 + -ENSG00000258970.1 RP11-100M12.1 chr15 27418796 27420735 - -ENSG00000259152.1 RP11-100M12.2 chr15 27422381 27428338 + -ENSG00000275847.1 AC104002.1 chr15 27449182 27449242 + -ENSG00000259168.1 RP11-100M12.3 chr15 27483035 27541991 - -ENSG00000258594.1 RP11-30G8.2 chr15 27621534 27629289 + -ENSG00000258853.1 RP11-30G8.1 chr15 27684498 27685768 - -ENSG00000104044.15 OCA2 chr15 27754875 28099358 - -ENSG00000232394.1 AC090696.2 chr15 27775621 27776798 + -ENSG00000228992.2 RPL5P32 chr15 27895704 27896582 + -ENSG00000128731.15 HERC2 chr15 28111040 28322152 - -ENSG00000256338.2 RPL41P2 chr15 28315651 28316059 + -ENSG00000261401.1 RP11-578F21.3 chr15 28332237 28336609 + -ENSG00000261561.1 RP11-536P16.2 chr15 28346490 28346647 + -ENSG00000237850.7 RP11-483E23.2 chr15 28349051 28358080 - -ENSG00000261497.1 RP11-483E23.3 chr15 28362796 28365731 - -ENSG00000153684.14 GOLGA8F chr15 28378621 28392018 + -ENSG00000276891.1 RN7SL238P chr15 28387196 28387485 + -ENSG00000221050.1 AC091304.1 chr15 28388369 28388451 + -ENSG00000261524.1 ABCB10P3 chr15 28402868 28405033 + -ENSG00000276928.1 RP11-483E23.9 chr15 28416449 28416674 + -ENSG00000274532.1 RP11-483E23.10 chr15 28422172 28422373 + -ENSG00000266039.1 MIR4509-2 chr15 28426491 28426584 + -ENSG00000260159.1 RP11-483E23.4 chr15 28454660 28457783 - -ENSG00000261365.1 RP11-483E23.5 chr15 28473322 28473448 - -ENSG00000263964.1 MIR4509-3 chr15 28490752 28490845 - -ENSG00000274814.1 RP11-536P16.5 chr15 28494975 28495182 - -ENSG00000260053.2 ABCB10P4 chr15 28506625 28508808 - -ENSG00000183629.13 GOLGA8G chr15 28519611 28533014 - -ENSG00000238607.1 AC138749.1 chr15 28523185 28523267 - -ENSG00000276955.1 Metazoa_SRP chr15 28524151 28524440 - -ENSG00000261041.1 RP11-536P16.4 chr15 28545912 28549777 + -ENSG00000227717.4 RP11-578F21.4 chr15 28553638 28561379 + -ENSG00000260444.1 RP11-483E23.7 chr15 28564986 28565152 - -ENSG00000261581.1 HERC2P11 chr15 28575019 28579400 - -ENSG00000206149.10 HERC2P9 chr15 28589492 28685264 + -ENSG00000254398.1 RP11-578F21.2 chr15 28679405 28682252 - -ENSG00000188626.6 GOLGA8M chr15 28701954 28738384 - -ENSG00000238340.1 AC055876.2 chr15 28702562 28702644 - -ENSG00000274632.1 RN7SL719P chr15 28703554 28703790 - -ENSG00000261480.1 RP11-578F21.6 chr15 28719377 28738431 - -ENSG00000248334.6 WHAMMP2 chr15 28737583 28759204 + -ENSG00000260844.2 RP11-578F21.9 chr15 28763440 28764151 - -ENSG00000232431.3 RP11-578F21.10 chr15 28788243 28792002 + -ENSG00000256951.1 AC055876.1 chr15 28789199 28789486 + -ENSG00000261377.5 PDCD6IPP2 chr15 28789664 28859007 + -ENSG00000271616.1 RP11-578F21.13 chr15 28830619 28831182 - -ENSG00000261649.5 GOLGA6L7P chr15 28842235 28848675 - -ENSG00000270301.1 WI2-2334D6.1 chr15 28857882 28858398 - -ENSG00000034053.14 APBA2 chr15 28884483 29118315 + -ENSG00000259277.1 RP13-126C7.1 chr15 28970196 28977464 - -ENSG00000104059.4 FAM189A1 chr15 29120254 29570723 - -ENSG00000259299.1 RP11-37J13.1 chr15 29233673 29235137 - -ENSG00000252868.1 snoZ278 chr15 29233868 29233979 + -ENSG00000185115.4 NDNL2 chr15 29268149 29269829 - -ENSG00000259690.1 CTD-3118D7.1 chr15 29373602 29376956 - -ENSG00000259814.1 RP11-300A12.2 chr15 29609676 29611212 - -ENSG00000259300.2 TUBBP8 chr15 29612570 29614274 + -ENSG00000256802.2 RP11-680F8.1 chr15 29674990 29680957 + -ENSG00000104067.16 TJP1 chr15 29699367 29968865 - -ENSG00000259644.1 RP11-680F8.4 chr15 29728186 29729531 - -ENSG00000234664.1 HMGN2P5 chr15 29730713 29730985 + -ENSG00000259523.1 RP11-680F8.3 chr15 29822631 29824081 + -ENSG00000259749.1 CTD-2022H16.2 chr15 30005205 30006430 + -ENSG00000259647.1 RP11-143J24.1 chr15 30005443 30045848 - -ENSG00000260174.1 CTD-2022H16.3 chr15 30044455 30045296 + -ENSG00000229389.1 CTD-2022H16.1 chr15 30052942 30073064 - -ENSG00000179938.12 GOLGA8J chr15 30083053 30093499 + -ENSG00000273818.1 RN7SL673P chr15 30091662 30091898 + -ENSG00000221250.1 AC120045.1 chr15 30092809 30092891 + -ENSG00000261792.1 DNM1P28 chr15 30098826 30102093 - -ENSG00000178081.12 ULK4P3 chr15 30103720 30131757 + -ENSG00000207432.1 U8 chr15 30112198 30112330 + -ENSG00000261247.1 GOLGA8T chr15 30135149 30145567 + -ENSG00000277637.1 RN7SL469P chr15 30143733 30143969 + -ENSG00000221785.1 AC120045.2 chr15 30144877 30144959 + -ENSG00000260897.1 DNM1P30 chr15 30150872 30153409 - -ENSG00000261747.3 RP11-932O9.3 chr15 30153933 30154110 - -ENSG00000259906.1 RP11-932O9.4 chr15 30170563 30179943 - -ENSG00000225930.3 DKFZP434L187 chr15 30196036 30214540 + -ENSG00000259993.1 RP11-261B23.1 chr15 30223017 30225564 + -ENSG00000206972.1 RNU6-17P chr15 30254402 30254508 - -ENSG00000270955.1 RP11-261B23.2 chr15 30282533 30288389 + -ENSG00000279417.1 RP11-382B18.1 chr15 30344307 30348236 - -ENSG00000238783.1 Y_RNA chr15 30355436 30355540 + -ENSG00000166664.13 CHRFAM7A chr15 30357766 30393849 - -ENSG00000263070.1 RP11-382B18.3 chr15 30380353 30386987 - -ENSG00000238519.1 U8 chr15 30384959 30385091 - -ENSG00000274966.1 RP11-382B18.6 chr15 30395146 30396368 + -ENSG00000186399.10 GOLGA8R chr15 30403740 30414162 - -ENSG00000221723.1 AC019322.1 chr15 30404349 30404431 - -ENSG00000274424.1 RN7SL196P chr15 30405307 30405597 - -ENSG00000271333.1 RP11-382B18.5 chr15 30420283 30420429 - -ENSG00000215302.8 CTD-3092A11.1 chr15 30470779 30507623 + -ENSG00000270055.1 CTD-3092A11.2 chr15 30487963 30490313 + -ENSG00000260784.1 AC026150.6 chr15 30516079 30517867 + -ENSG00000260693.1 AC026150.8 chr15 30540093 30545969 + -ENSG00000178115.11 GOLGA8Q chr15 30552078 30562501 + -ENSG00000277031.1 RN7SL796P chr15 30560644 30560934 + -ENSG00000221593.1 AC026150.2 chr15 30561810 30561892 + -ENSG00000259890.1 DNM1P50 chr15 30567822 30571089 - -ENSG00000260128.6 ULK4P2 chr15 30572738 30600647 + -ENSG00000207430.1 U8 chr15 30581184 30581316 + -ENSG00000261794.1 GOLGA8H chr15 30604126 30614561 + -ENSG00000270016.1 RP11-932O9.8 chr15 30607695 30608193 - -ENSG00000277467.1 RN7SL628P chr15 30612724 30612960 + -ENSG00000221358.1 AC026150.1 chr15 30613871 30613953 + -ENSG00000269930.1 RP11-932O9.9 chr15 30616958 30617749 + -ENSG00000247728.2 RP11-932O9.7 chr15 30616998 30625773 - -ENSG00000187951.10 ARHGAP11B chr15 30624494 30772993 + -ENSG00000269974.1 RP11-932O9.10 chr15 30648797 30649529 + -ENSG00000206846.1 Y_RNA chr15 30673750 30673843 + -ENSG00000280998.1 AC091057.1 chr15 30700663 30700747 + -ENSG00000103832.10 GOLGA8UP chr15 30791573 30801859 + -ENSG00000278696.1 RN7SL82P chr15 30800160 30800396 + -ENSG00000221379.1 AC004460.1 chr15 30801306 30801388 + -ENSG00000259845.1 HERC2P10 chr15 30815271 30844153 + -ENSG00000260382.1 RP11-540B6.2 chr15 30882267 30883231 - -ENSG00000261628.1 RP11-540B6.3 chr15 30899480 30900327 + -ENSG00000198690.9 FAN1 chr15 30903852 30943108 + -ENSG00000270015.1 RP11-540B6.6 chr15 30926514 30928407 + -ENSG00000166912.16 MTMR10 chr15 30938941 30991607 - -ENSG00000212526.1 RNU6-466P chr15 30956248 30956350 - -ENSG00000134160.13 TRPM1 chr15 31001061 31161273 - -ENSG00000259720.1 RP11-348B17.1 chr15 31002013 31042302 + -ENSG00000207702.1 MIR211 chr15 31065032 31065141 - -ENSG00000259448.2 RP11-16E12.1 chr15 31216020 31224445 + -ENSG00000259772.6 RP11-16E12.2 chr15 31221999 31230838 - -ENSG00000169926.9 KLF13 chr15 31326855 31435665 + -ENSG00000259179.1 UBE2CP4 chr15 31420128 31420662 + -ENSG00000259696.2 RP11-126F18.2 chr15 31453201 31454139 - -ENSG00000169918.9 OTUD7A chr15 31475398 31870789 - -ENSG00000280902.1 AC026951.1 chr15 31704945 31705029 - -ENSG00000259358.1 RP11-456J20.1 chr15 31765743 31768201 - -ENSG00000277500.1 RP11-456J20.2 chr15 31787494 31787734 + -ENSG00000206849.1 SNORA18 chr15 31928303 31928434 + -ENSG00000175344.16 CHRNA7 chr15 32030488 32172521 + -ENSG00000201084.1 Y_RNA chr15 32175247 32175351 - -ENSG00000279912.1 RP11-624A21.1 chr15 32182551 32186475 + -ENSG00000271078.1 RP13-395E19.4 chr15 32250302 32256125 - -ENSG00000207257.1 RNU6-18P chr15 32284152 32284258 + -ENSG00000260211.2 RP13-395E19.2 chr15 32313126 32315654 - -ENSG00000260642.1 RP11-717I24.1 chr15 32359538 32367784 + -ENSG00000261491.1 DNM1P31 chr15 32384937 32387484 + -ENSG00000249931.4 GOLGA8K chr15 32392782 32403292 - -ENSG00000221444.1 AC139426.1 chr15 32393390 32393472 - -ENSG00000275776.1 RN7SL185P chr15 32394365 32394613 - -ENSG00000215304.3 RP13-395E19.3 chr15 32398956 32435233 - -ENSG00000261279.5 ULK4P1 chr15 32406597 32434992 - -ENSG00000206987.1 U8 chr15 32426288 32426420 - -ENSG00000261708.1 DNM1P32 chr15 32436503 32439767 + -ENSG00000206127.10 GOLGA8O chr15 32445106 32455634 - -ENSG00000221318.1 AC135983.1 chr15 32445715 32445797 - -ENSG00000274076.1 RN7SL539P chr15 32446674 32446964 - -ENSG00000270789.1 RP11-632K20.8 chr15 32461666 32461809 - -ENSG00000261375.1 RP11-632K20.6 chr15 32489267 32491586 - -ENSG00000254912.2 RP11-632K20.2 chr15 32494003 32500346 - -ENSG00000223509.8 RP11-632K20.7 chr15 32519848 32536926 - -ENSG00000261064.1 RP11-1000B6.3 chr15 32536047 32587613 + -ENSG00000276724.1 RP11-1000B6.7 chr15 32583612 32584312 + -ENSG00000262728.5 RP11-1000B6.8 chr15 32586105 32615158 - -ENSG00000232653.8 GOLGA8N chr15 32593456 32607310 + -ENSG00000277464.1 RN7SL286P chr15 32602121 32602411 + -ENSG00000221405.1 AC123768.1 chr15 32603287 32603369 + -ENSG00000244952.2 RP11-1000B6.5 chr15 32613733 32615111 + -ENSG00000198826.10 ARHGAP11A chr15 32615144 32639949 + -ENSG00000166922.8 SCG5 chr15 32641676 32697098 + -ENSG00000241818.1 RP11-1000B6.2 chr15 32656084 32673065 - -ENSG00000259721.1 RP11-758N13.1 chr15 32717270 32719007 - -ENSG00000166923.10 GREM1 chr15 32717974 32745107 + -ENSG00000248905.8 FMN1 chr15 32765545 33194733 - -ENSG00000259392.2 RP11-758N13.3 chr15 32836983 32837326 - -ENSG00000212415.1 SNORD77 chr15 32970727 32970791 + -ENSG00000259686.1 HNRNPA1P71 chr15 33012119 33013068 + -ENSG00000279958.1 RP11-12O16.1 chr15 33105758 33106236 - -ENSG00000215296.9 TMCO5B chr15 33235552 33247621 - -ENSG00000259446.5 RP11-489D6.2 chr15 33303657 33310659 - -ENSG00000198838.11 RYR3 chr15 33310962 33866102 + -ENSG00000200008.1 Y_RNA chr15 33722492 33722596 + -ENSG00000276702.1 RP11-3D4.4 chr15 33850538 33851178 - -ENSG00000259408.2 RP11-3D4.3 chr15 33851785 33856809 - -ENSG00000259287.2 RP11-3D4.2 chr15 33858602 33864825 - -ENSG00000169857.7 AVEN chr15 33866227 34039176 - -ENSG00000184984.9 CHRM5 chr15 33968720 34067457 + -ENSG00000278472.1 RP11-74D7.3 chr15 33972059 33972515 - -ENSG00000259505.1 RP11-74D7.1 chr15 33990686 33992048 + -ENSG00000134153.9 EMC7 chr15 34084017 34101948 - -ENSG00000243094.1 RP11-1084A12.1 chr15 34085911 34086314 - -ENSG00000182405.5 PGBD4 chr15 34102073 34108684 + -ENSG00000134152.10 KATNBL1 chr15 34140674 34210096 - -ENSG00000128463.12 EMC4 chr15 34224999 34230156 + -ENSG00000140199.11 SLC12A6 chr15 34229996 34338060 - -ENSG00000259468.1 RP11-1084A12.2 chr15 34255286 34257832 + -ENSG00000207091.1 Y_RNA chr15 34314728 34314828 + -ENSG00000182117.5 NOP10 chr15 34341713 34343177 - -ENSG00000184507.15 NUTM1 chr15 34343315 34357737 + -ENSG00000176454.13 LPCAT4 chr15 34358618 34367278 - -ENSG00000259904.1 ACTG1P15 chr15 34373541 34374603 - -ENSG00000266205.1 AC025678.1 chr15 34373789 34373871 - -ENSG00000175265.17 GOLGA8A chr15 34379068 34437466 - -ENSG00000221649.1 MIR1233-1 chr15 34382069 34382150 - -ENSG00000260639.1 RP11-602M11.4 chr15 34394594 34394931 + -ENSG00000261081.1 RP11-1H8.1 chr15 34409625 34410594 + -ENSG00000279092.1 RP11-1H8.5 chr15 34415450 34420273 - -ENSG00000259917.1 HNRNPLP2 chr15 34489002 34490571 - -ENSG00000261559.1 FSCN1P1 chr15 34494420 34495900 + -ENSG00000278582.1 RP11-1H8.6 chr15 34520608 34521791 + -ENSG00000215252.11 GOLGA8B chr15 34525207 34588503 - -ENSG00000221065.1 MIR1233-2 chr15 34528290 34528371 - -ENSG00000259892.1 RP11-1H8.4 chr15 34555870 34556820 + -ENSG00000252425.1 SNORA18 chr15 34597458 34597558 - -ENSG00000261304.1 CTD-2125J1.1 chr15 34651135 34655764 - -ENSG00000159248.4 GJD2 chr15 34751032 34754965 - -ENSG00000250007.6 RP11-814P5.1 chr15 34755084 34812923 + -ENSG00000159251.6 ACTC1 chr15 34788096 34796139 - -ENSG00000259751.1 RP11-83J16.3 chr15 34849137 34850395 - -ENSG00000021776.10 AQR chr15 34851782 34969839 - -ENSG00000231409.3 RP11-83J16.1 chr15 34943080 34943394 + -ENSG00000198146.4 ZNF770 chr15 34978341 34988287 - -ENSG00000279364.1 RP11-463I20.1 chr15 34978351 34980084 + -ENSG00000259181.1 RP11-463I20.3 chr15 34993646 35003221 + -ENSG00000280396.1 RP11-463I20.4 chr15 34999902 35000270 + -ENSG00000259587.2 RP11-463I20.2 chr15 35008469 35011191 + -ENSG00000259665.1 RP11-323I15.3 chr15 35081144 35081513 + -ENSG00000255192.5 NANOGP8 chr15 35084193 35085110 - -ENSG00000259397.3 RP11-323I15.2 chr15 35092481 35093210 + -ENSG00000281647.1 AC021231.1 chr15 35097680 35097814 - -ENSG00000259336.1 RP11-323I15.5 chr15 35099022 35169698 - -ENSG00000259592.1 PRELID1P4 chr15 35121573 35122084 - -ENSG00000259516.2 ANP32AP1 chr15 35181799 35238197 + -ENSG00000134146.11 DPH6 chr15 35217345 35546193 - -ENSG00000259710.1 NUTF2P6 chr15 35282596 35282980 + -ENSG00000259585.2 RBM17P4 chr15 35298249 35299440 - -ENSG00000265102.1 MIR3942 chr15 35372256 35372364 - -ENSG00000259688.1 RP11-139F4.2 chr15 35396221 35396444 + -ENSG00000259411.1 HNRNPA1P45 chr15 35400691 35401768 + -ENSG00000248079.2 DPH6-AS1 chr15 35546195 35859001 + -ENSG00000259217.2 RP11-702M1.2 chr15 35774801 35774950 + -ENSG00000265098.2 AC100828.1 chr15 35926843 35926953 + -ENSG00000259639.5 RP11-184D12.1 chr15 35939167 36252257 - -ENSG00000259245.1 RP11-684B21.1 chr15 36046082 36049529 + -ENSG00000259395.1 RP11-475A13.2 chr15 36341739 36344166 + -ENSG00000259737.6 RP11-475A13.1 chr15 36438972 36471016 - -ENSG00000270500.1 COX6CP4 chr15 36571985 36572212 + -ENSG00000186073.11 C15orf41 chr15 36579611 36810248 + -ENSG00000261635.2 RP11-618N24.1 chr15 36613474 36614198 + -ENSG00000261315.2 LARP4P chr15 36617089 36619265 + -ENSG00000260582.1 TPST2P1 chr15 36626674 36627775 - -ENSG00000261191.1 RP11-16L14.2 chr15 36641186 36669097 - -ENSG00000223518.5 CSNK1A1P1 chr15 36798596 36818459 - -ENSG00000212511.2 U3 chr15 36852640 36852859 + -ENSG00000259280.1 RP11-122D10.1 chr15 36876379 36887035 - -ENSG00000134138.19 MEIS2 chr15 36889204 37101299 - -ENSG00000277202.1 MIR8063 chr15 36972821 36972901 - -ENSG00000206676.1 Y_RNA chr15 37050828 37050930 - -ENSG00000259460.1 RP11-128A17.1 chr15 37099339 37100173 + -ENSG00000274444.1 RP11-128A17.2 chr15 37109587 37109984 + -ENSG00000274216.1 Metazoa_SRP chr15 37216617 37216898 + -ENSG00000270304.1 RP11-597G23.1 chr15 37253879 37254952 + -ENSG00000259434.1 RP11-720L8.1 chr15 37365027 37490808 - -ENSG00000243122.1 RP11-25H11.1 chr15 37490691 37491103 + -ENSG00000166069.13 TMCO5A chr15 37921939 37967724 + -ENSG00000259225.6 RP11-1008C21.1 chr15 37984766 38062340 + -ENSG00000236914.3 RP11-1008C21.2 chr15 38069481 38072959 - -ENSG00000259380.5 RP11-346D14.1 chr15 38139595 38226887 - -ENSG00000166068.12 SPRED1 chr15 38252326 38357249 + -ENSG00000171262.11 FAM98B chr15 38454127 38487710 + -ENSG00000259192.1 AC109631.1 chr15 38458760 38459540 - -ENSG00000172575.11 RASGRP1 chr15 38488103 38565575 - -ENSG00000259326.1 RP11-102L12.2 chr15 38502853 38504981 + -ENSG00000259598.1 RP11-275I4.1 chr15 38524070 38534655 + -ENSG00000281795.1 Y_RNA chr15 38542243 38542343 + -ENSG00000259747.1 RP11-275I4.2 chr15 38671847 38689191 + -ENSG00000175779.1 C15orf53 chr15 38696598 38700038 + -ENSG00000259731.2 RP11-326N17.1 chr15 38756552 38759413 - -ENSG00000274281.1 RP11-326N17.2 chr15 38851306 38853432 - -ENSG00000259345.5 RP11-624L4.1 chr15 38865322 39427195 - -ENSG00000259278.1 RP11-62C7.2 chr15 39019233 39024918 + -ENSG00000259423.2 RP11-265N7.2 chr15 39167739 39180048 + -ENSG00000259450.1 RP11-265N7.1 chr15 39188438 39194309 - -ENSG00000175746.6 C15orf54 chr15 39250684 39254845 + -ENSG00000259447.1 RP11-462P6.1 chr15 39300418 39310782 - -ENSG00000259269.1 RP11-624L4.2 chr15 39472703 39481206 + -ENSG00000259390.2 RP11-27M9.1 chr15 39512404 39519854 - -ENSG00000137801.10 THBS1 chr15 39581079 39599466 + -ENSG00000276107.1 CTD-2033D15.2 chr15 39586561 39587293 + -ENSG00000278621.1 CTD-2033D15.3 chr15 39588357 39588882 - -ENSG00000259279.1 CTD-2033D15.1 chr15 39593580 39594231 - -ENSG00000150667.6 FSIP1 chr15 39600031 39782830 - -ENSG00000259580.1 RP11-37C7.1 chr15 39770559 39801333 - -ENSG00000261136.1 RP11-37C7.3 chr15 39782571 39785617 + -ENSG00000166073.8 GPR176 chr15 39799023 39920892 - -ENSG00000259432.1 RP11-37C7.2 chr15 39813223 39815429 - -ENSG00000246863.2 RP11-325N19.3 chr15 39921042 39925880 + -ENSG00000200305.1 Y_RNA chr15 39922782 39922886 - -ENSG00000128829.11 EIF2AK4 chr15 39934146 40035591 + -ENSG00000259389.2 H3F3AP1 chr15 39951375 39951708 - -ENSG00000140319.10 SRP14 chr15 40035739 40039188 - -ENSG00000248508.6 SRP14-AS1 chr15 40039311 40067290 + -ENSG00000259584.1 RP11-521C20.2 chr15 40075204 40078704 - -ENSG00000275636.1 RP11-521C20.5 chr15 40078892 40079347 + -ENSG00000104081.13 BMF chr15 40087890 40108892 - -ENSG00000259409.1 RP11-521C20.3 chr15 40088832 40089386 + -ENSG00000259239.1 RP11-521C20.1 chr15 40133768 40135214 - -ENSG00000156970.12 BUB1B chr15 40161023 40221136 + -ENSG00000259288.5 PAK6 chr15 40217428 40277486 + -ENSG00000273786.1 RP11-133K1.11 chr15 40226386 40227069 + -ENSG00000260648.3 RP11-133K1.7 chr15 40232082 40236109 + -ENSG00000137843.11 PAK6 chr15 40238759 40277487 + -ENSG00000279537.1 RP11-133K1.8 chr15 40244925 40247366 + -ENSG00000176753.5 C15orf56 chr15 40250664 40252969 - -ENSG00000279409.1 RP11-133K1.9 chr15 40258501 40260370 + -ENSG00000137841.11 PLCB2 chr15 40278176 40307935 - -ENSG00000230778.1 ANKRD63 chr15 40281444 40282586 - -ENSG00000273855.1 RP11-133K1.12 chr15 40285468 40285909 - -ENSG00000259307.1 PLCB2-AS1 chr15 40300670 40301820 + -ENSG00000244705.1 RP11-133K1.1 chr15 40312352 40313289 - -ENSG00000259198.1 RP11-133K1.6 chr15 40312615 40316634 + -ENSG00000259330.1 INAFM2 chr15 40325216 40326715 + -ENSG00000188549.12 C15orf52 chr15 40331452 40340967 - -ENSG00000252714.1 RNA5SP392 chr15 40331537 40331648 - -ENSG00000233041.8 PHGR1 chr15 40351033 40356434 + -ENSG00000140323.5 DISP2 chr15 40358235 40378639 + -ENSG00000259368.1 RP11-64K12.4 chr15 40368925 40369640 - -ENSG00000128944.13 KNSTRN chr15 40382721 40394246 + -ENSG00000128928.8 IVD chr15 40405795 40435947 + -ENSG00000140320.11 BAHD1 chr15 40439721 40468242 + -ENSG00000259364.1 RP11-64K12.9 chr15 40453444 40454639 - -ENSG00000259211.1 RP11-64K12.8 chr15 40464193 40466726 - -ENSG00000169105.7 CHST14 chr15 40470998 40474571 + -ENSG00000244251.1 RP11-64K12.1 chr15 40480752 40481315 - -ENSG00000259536.5 RP11-111A22.1 chr15 40488041 40558019 + -ENSG00000128891.15 C15orf57 chr15 40528683 40565057 - -ENSG00000223313.1 RNU6-516P chr15 40529570 40529673 + -ENSG00000166133.17 RPUSD2 chr15 40569300 40574943 + -ENSG00000203573.4 Metazoa_SRP chr15 40585454 40585751 - -ENSG00000137812.19 CASC5 chr15 40594020 40664342 + -ENSG00000280903.1 Metazoa_SRP chr15 40601754 40602005 - -ENSG00000265814.2 RN7SL376P chr15 40615665 40615928 - -ENSG00000259254.1 CTD-2339L15.3 chr15 40642933 40646857 + -ENSG00000279084.1 AC022405.1 chr15 40683694 40684068 - -ENSG00000245849.6 RAD51-AS1 chr15 40686724 40695107 - -ENSG00000051180.16 RAD51 chr15 40694774 40732339 + -ENSG00000137824.15 RMDN3 chr15 40735884 40755851 - -ENSG00000271236.1 SUMO2P15 chr15 40760597 40760874 + -ENSG00000137880.5 GCHFR chr15 40764020 40767710 + -ENSG00000104129.9 DNAJC17 chr15 40765155 40807478 - -ENSG00000188277.9 C15orf62 chr15 40770080 40772449 + -ENSG00000166140.17 ZFYVE19 chr15 40807086 40815084 + -ENSG00000276198.1 AC012476.1 chr15 40810282 40810373 - -ENSG00000166143.9 PPP1R14D chr15 40815445 40828709 - -ENSG00000261183.5 RP11-532F12.5 chr15 40835808 40844387 - -ENSG00000166145.14 SPINT1 chr15 40844018 40858207 + -ENSG00000104140.6 RHOV chr15 40872214 40874289 - -ENSG00000274798.1 CTD-2129N1.1 chr15 40874433 40874595 + -ENSG00000264256.1 AC025166.1 chr15 40875313 40875410 + -ENSG00000104142.10 VPS18 chr15 40894430 40903975 + -ENSG00000251161.3 RP11-540O11.1 chr15 40906811 40910337 + -ENSG00000128917.6 DLL4 chr15 40929340 40939072 + -ENSG00000259405.1 ISCA1P4 chr15 40948736 40948869 - -ENSG00000128965.11 CHAC1 chr15 40952962 40956519 + -ENSG00000128908.15 INO80 chr15 40978880 41116354 - -ENSG00000259617.1 RP11-540O11.6 chr15 40999274 41004865 + -ENSG00000259463.1 RP11-540O11.7 chr15 41011597 41013300 + -ENSG00000259521.1 RP11-540O11.4 chr15 41016807 41027893 + -ENSG00000280036.1 RP11-540O11.8 chr15 41016990 41018843 - -ENSG00000259547.1 CYCSP2 chr15 41108878 41109178 + -ENSG00000157021.9 FAM92A1P1 chr15 41163162 41164374 + -ENSG00000178997.11 EXD1 chr15 41182725 41230743 - -ENSG00000240847.3 RN7SL497P chr15 41191965 41192265 - -ENSG00000187446.11 CHP1 chr15 41230839 41281890 + -ENSG00000247556.6 OIP5-AS1 chr15 41283990 41309737 + -ENSG00000104147.8 OIP5 chr15 41309268 41332621 - -ENSG00000137804.12 NUSAP1 chr15 41332694 41381050 + -ENSG00000259396.1 RP11-16O9.2 chr15 41343080 41344225 + -ENSG00000137806.8 NDUFAF1 chr15 41387349 41402519 - -ENSG00000137815.14 RTF1 chr15 41408408 41483563 + -ENSG00000200407.1 RNU6-1169P chr15 41448742 41448844 - -ENSG00000137825.10 ITPKA chr15 41493393 41503551 + -ENSG00000062524.15 LTK chr15 41503638 41513887 - -ENSG00000103932.11 RPAP1 chr15 41517176 41544269 - -ENSG00000259838.1 TCEB1P2 chr15 41557027 41557435 + -ENSG00000092445.11 TYRO3 chr15 41557675 41583586 + -ENSG00000260926.2 RP11-380D11.2 chr15 41609466 41612727 - -ENSG00000174197.16 MGA chr15 41621224 41773081 + -ENSG00000207766.1 MIR626 chr15 41691585 41691678 + -ENSG00000270702.1 RP11-107F6.4 chr15 41718370 41718672 - -ENSG00000260814.2 RP11-107F6.3 chr15 41770756 41772732 - -ENSG00000137802.13 MAPKBP1 chr15 41774434 41827855 + -ENSG00000279937.1 AC073657.1 chr15 41781148 41784031 - -ENSG00000250379.1 RP11-23P13.4 chr15 41825099 41827936 - -ENSG00000243789.10 JMJD7 chr15 41828085 41837581 + -ENSG00000168970.20 JMJD7-PLA2G4B chr15 41828095 41848155 + -ENSG00000243708.8 PLA2G4B chr15 41837775 41848147 + -ENSG00000137877.9 SPTBN5 chr15 41848144 41894077 - -ENSG00000200293.1 RNA5SP393 chr15 41851913 41852029 - -ENSG00000264850.1 MIR4310 chr15 41866495 41866551 - -ENSG00000174171.5 RP11-23P13.6 chr15 41892793 41898575 + -ENSG00000103966.9 EHD4 chr15 41895939 41972578 - -ENSG00000278493.1 CTD-2382E5.6 chr15 41908204 41908714 - -ENSG00000259883.1 EHD4-AS1 chr15 41921417 41928883 + -ENSG00000246740.2 PLA2G4E-AS1 chr15 41972763 41999094 + -ENSG00000188089.13 PLA2G4E chr15 41981582 42051190 - -ENSG00000257797.1 CTD-2382E5.2 chr15 42006132 42010117 + -ENSG00000159337.6 PLA2G4D chr15 42067009 42094554 - -ENSG00000168907.13 PLA2G4F chr15 42139034 42156636 - -ENSG00000166887.15 VPS39 chr15 42158701 42208316 - -ENSG00000207712.1 MIR627 chr15 42199570 42199666 - -ENSG00000261002.5 RP11-546B15.1 chr15 42208413 42226990 + -ENSG00000103978.15 TMEM87A chr15 42210452 42273663 - -ENSG00000214013.9 GANC chr15 42273233 42356935 + -ENSG00000260571.1 BNIP3P5 chr15 42313687 42314386 + -ENSG00000258461.5 RP11-164J13.1 chr15 42348103 42412317 + -ENSG00000092529.22 CAPN3 chr15 42359500 42412318 + -ENSG00000103994.16 ZNF106 chr15 42412823 42491123 - -ENSG00000201077.1 RNU6-188P chr15 42427591 42427697 - -ENSG00000092531.9 SNAP23 chr15 42491233 42545356 + -ENSG00000261684.1 RP11-265N6.1 chr15 42531867 42532840 - -ENSG00000180979.9 LRRC57 chr15 42537820 42548802 - -ENSG00000137814.9 HAUS2 chr15 42548810 42569994 + -ENSG00000261822.1 RP11-265N6.2 chr15 42567031 42569994 - -ENSG00000260490.2 MYL12BP1 chr15 42571927 42572433 + -ENSG00000159433.11 STARD9 chr15 42575659 42720981 + -ENSG00000260282.1 EIF4EBP2P2 chr15 42581156 42581488 - -ENSG00000140326.12 CDAN1 chr15 42723559 42737126 - -ENSG00000278769.1 CTD-2036P10.5 chr15 42724102 42724922 + -ENSG00000274403.1 CTD-2036P10.6 chr15 42726583 42727211 + -ENSG00000128881.16 TTBK2 chr15 42738734 42920809 - -ENSG00000246283.2 CTD-2036P10.3 chr15 42739118 42743202 + -ENSG00000260799.1 KRT8P50 chr15 42800968 42802405 - -ENSG00000254793.1 FDPSP4 chr15 42939310 42940358 - -ENSG00000159459.11 UBR1 chr15 42942897 43106113 - -ENSG00000273690.1 AC090514.1 chr15 43008838 43008922 + -ENSG00000166947.11 EPB42 chr15 43106225 43221283 - -ENSG00000281269.1 AC068724.2 chr15 43109928 43110018 + -ENSG00000205871.5 RPS3AP47 chr15 43115702 43116493 - -ENSG00000137842.6 TMEM62 chr15 43123279 43185146 + -ENSG00000260928.2 SPCS2P1 chr15 43131008 43131686 + -ENSG00000281124.1 AC068724.1 chr15 43134212 43134284 - -ENSG00000261687.1 RP11-473C18.3 chr15 43184079 43185141 - -ENSG00000166946.13 CCNDBP1 chr15 43185118 43197176 + -ENSG00000104055.14 TGM5 chr15 43232595 43266857 - -ENSG00000202211.1 Y_RNA chr15 43247680 43247781 + -ENSG00000261679.2 ATP5HP1 chr15 43267904 43268388 - -ENSG00000159495.7 TGM7 chr15 43276280 43302255 - -ENSG00000260406.1 RP11-402F9.3 chr15 43302096 43302772 + -ENSG00000168806.7 LCMT2 chr15 43323649 43330605 - -ENSG00000168803.14 ADAL chr15 43330674 43354555 + -ENSG00000140265.12 ZSCAN29 chr15 43358172 43371025 - -ENSG00000137822.12 TUBGCP4 chr15 43369221 43409771 + -ENSG00000243871.3 RN7SL487P chr15 43391384 43391727 - -ENSG00000067369.13 TP53BP1 chr15 43403061 43510728 - -ENSG00000166963.12 MAP1A chr15 43510958 43531620 + -ENSG00000275702.1 AC019011.1 chr15 43519409 43519489 + -ENSG00000168781.21 PPIP5K1 chr15 43533462 43590253 - -ENSG00000237289.9 CKMT1B chr15 43593054 43604901 + -ENSG00000242866.9 STRC chr15 43599398 43618800 - -ENSG00000222398.1 RNU6-554P chr15 43602543 43602648 + -ENSG00000166762.16 CATSPER2 chr15 43628503 43668118 - -ENSG00000206991.1 RNU6-610P chr15 43637632 43637738 - -ENSG00000275601.1 AC011330.13 chr15 43642389 43643023 - -ENSG00000224677.1 PDIA3P2 chr15 43649123 43649280 + -ENSG00000249839.1 AC011330.5 chr15 43663654 43684339 - -ENSG00000223572.9 CKMT1A chr15 43692886 43699222 + -ENSG00000166763.7 STRCP1 chr15 43699488 43718184 - -ENSG00000201136.1 RNU6-353P chr15 43702363 43702470 + -ENSG00000205771.6 CATSPER2P1 chr15 43726918 43747094 - -ENSG00000206589.1 RNU6-354P chr15 43734179 43734285 - -ENSG00000167004.12 PDIA3 chr15 43746392 43773279 + -ENSG00000128886.11 ELL3 chr15 43772600 43777543 - -ENSG00000262560.1 RP11-296A16.1 chr15 43772617 43799133 - -ENSG00000140264.19 SERF2 chr15 43777087 43802589 + -ENSG00000279808.1 AC018512.1 chr15 43782843 43783033 - -ENSG00000221792.1 MIR1282 chr15 43793659 43793759 - -ENSG00000184716.13 SERINC4 chr15 43794162 43800221 - -ENSG00000242028.5 HYPK chr15 43796142 43803043 + -ENSG00000140259.6 MFAP1 chr15 43804492 43824802 - -ENSG00000092470.11 WDR76 chr15 43826963 43868419 + -ENSG00000200391.1 Y_RNA chr15 43863893 43864005 - -ENSG00000171877.19 FRMD5 chr15 43870761 44195252 - -ENSG00000227973.1 PIN4P1 chr15 43875849 43876244 - -ENSG00000185607.5 ACTBP7 chr15 43989061 43990184 - -ENSG00000224055.1 GAPDHP55 chr15 44063511 44064313 + -ENSG00000166734.18 CASC4 chr15 44288729 44415758 + -ENSG00000250130.1 RP11-616K22.1 chr15 44354691 44355692 + -ENSG00000259499.1 RP11-616K22.2 chr15 44387320 44390451 - -ENSG00000259595.1 RP11-516C1.1 chr15 44402685 44427144 - -ENSG00000137770.13 CTDSPL2 chr15 44427234 44529038 + -ENSG00000259335.1 HNRNPMP1 chr15 44447577 44449344 - -ENSG00000259563.1 CTD-2329K10.1 chr15 44516650 44517483 - -ENSG00000179523.4 EIF3J-AS1 chr15 44527257 44536923 - -ENSG00000104131.12 EIF3J chr15 44537057 44563029 + -ENSG00000259659.1 RP11-151N17.1 chr15 44557829 44559188 + -ENSG00000104133.14 SPG11 chr15 44562696 44663678 - -ENSG00000229474.6 PATL2 chr15 44665732 44711316 - -ENSG00000206957.2 Y_RNA chr15 44697333 44697430 - -ENSG00000166710.17 B2M chr15 44711477 44718877 + -ENSG00000185880.12 TRIM69 chr15 44728988 44767829 + -ENSG00000276121.1 CTD-2008A1.3 chr15 44778196 44778721 - -ENSG00000259479.6 SORD2P chr15 44825747 44884694 - -ENSG00000259187.1 CTD-2008A1.1 chr15 44826540 44827094 + -ENSG00000238845.1 Y_RNA chr15 44843612 44843724 + -ENSG00000212424.1 RNU1-119P chr15 44884616 44884780 + -ENSG00000259742.1 CTD-2014N11.1 chr15 44914802 44930622 - -ENSG00000259231.2 CTD-2014N11.2 chr15 44919376 44920820 + -ENSG00000252117.1 RNU6-1108P chr15 44927600 44927703 - -ENSG00000167014.10 C15orf43 chr15 44956702 44979229 + -ENSG00000252475.1 RNU6-1332P chr15 44962830 44962933 + -ENSG00000259304.1 CTD-2014N11.3 chr15 44970035 44971178 - -ENSG00000252288.1 RNU6-966P chr15 44973558 44973661 + -ENSG00000212550.1 RNU1-78P chr15 45002864 45003028 - -ENSG00000140263.13 SORD chr15 45023104 45077185 + -ENSG00000259418.1 RP11-109D20.1 chr15 45041716 45058707 - -ENSG00000252171.1 Y_RNA chr15 45047103 45047215 - -ENSG00000259352.1 RP11-109D20.2 chr15 45073492 45074048 - -ENSG00000140279.12 DUOX2 chr15 45092650 45114344 - -ENSG00000140274.13 DUOXA2 chr15 45114321 45118421 + -ENSG00000140254.12 DUOXA1 chr15 45117367 45129938 - -ENSG00000137857.17 DUOX1 chr15 45129933 45165576 + -ENSG00000259539.1 CTD-2651B20.1 chr15 45152664 45167526 - -ENSG00000138606.19 SHF chr15 45167214 45201175 - -ENSG00000259519.1 RP11-519G16.2 chr15 45170344 45199958 + -ENSG00000259932.1 CTD-2651B20.7 chr15 45198517 45199139 - -ENSG00000260035.1 CTD-2651B20.6 chr15 45200325 45200632 - -ENSG00000279014.1 CTD-2651B20.8 chr15 45214448 45215044 - -ENSG00000261709.3 SNORA11 chr15 45214906 45215033 - -ENSG00000259338.1 CTD-2651B20.2 chr15 45215547 45215943 + -ENSG00000259520.5 CTD-2651B20.3 chr15 45251580 45279251 - -ENSG00000137860.11 SLC28A2 chr15 45252230 45277845 + -ENSG00000235390.4 CTD-2651B20.5 chr15 45321077 45321692 - -ENSG00000259433.2 CTD-2651B20.4 chr15 45330209 45332634 - -ENSG00000238941.1 RNU6-953P chr15 45354779 45354885 - -ENSG00000171766.15 GATM chr15 45361124 45402327 - -ENSG00000275672.1 GATM-AS1 chr15 45378700 45380123 + -ENSG00000171763.17 SPATA5L1 chr15 45402331 45421419 + -ENSG00000166920.10 C15orf48 chr15 45430529 45448761 + -ENSG00000259342.1 RP11-519G16.5 chr15 45430652 45441808 - -ENSG00000211519.1 MIR147B chr15 45433050 45433129 + -ENSG00000259354.5 RP11-519G16.3 chr15 45448427 45513767 + -ENSG00000104154.6 SLC30A4 chr15 45479611 45522807 - -ENSG00000179362.14 HMGN2P46 chr15 45511136 45586290 + -ENSG00000207516.1 SNORA41 chr15 45537250 45537377 + -ENSG00000259681.1 RP11-96O20.2 chr15 45558598 45562877 + -ENSG00000259427.2 DPPA5P2 chr15 45566776 45567074 + -ENSG00000275709.1 RP11-96O20.5 chr15 45585757 45586304 - -ENSG00000104164.10 BLOC1S6 chr15 45587123 45615999 + -ENSG00000260170.1 RP11-96O20.4 chr15 45587351 45676314 + -ENSG00000200419.1 Y_RNA chr15 45591984 45592085 + -ENSG00000137767.13 SQRDL chr15 45631148 45691294 + -ENSG00000273972.1 CTD-2306A12.1 chr15 45702640 45703183 + -ENSG00000259200.1 RP11-718O11.1 chr15 45705078 45931069 + -ENSG00000259743.2 RP11-315O8.1 chr15 46099193 46100392 - -ENSG00000259593.1 RP11-640I2.1 chr15 46341354 46341599 + -ENSG00000238819.1 SNORD11 chr15 46351662 46351746 - -ENSG00000238456.1 RNU6-1014P chr15 46660658 46660760 + -ENSG00000259255.1 RP11-627D16.1 chr15 46693288 46804844 + -ENSG00000223308.1 RN7SKP101 chr15 46720193 46720512 - -ENSG00000259509.2 RP11-627D16.2 chr15 46827526 46827958 + -ENSG00000252500.1 AC087433.1 chr15 46957533 46957617 - -ENSG00000259752.2 AC066615.1 chr15 47133652 47134026 - -ENSG00000137872.15 SEMA6D chr15 47184101 47774223 + -ENSG00000222311.1 AC084882.1 chr15 47242204 47242279 + -ENSG00000222343.1 RN7SKP139 chr15 47272597 47272889 + -ENSG00000259554.1 RP11-408J6.1 chr15 47274183 47275164 + -ENSG00000259221.5 CTD-2050N2.1 chr15 47359430 47396732 - -ENSG00000259360.1 RP11-142J21.1 chr15 47397501 47399554 - -ENSG00000259740.1 RP11-142J21.2 chr15 47525169 47527756 + -ENSG00000259588.1 RP11-552E10.1 chr15 47603880 47606352 - -ENSG00000213862.4 CTD-2270N23.1 chr15 47730144 47730935 - -ENSG00000259572.5 LINC01491 chr15 47803384 47846236 - -ENSG00000259754.1 RP11-208K4.1 chr15 47884310 48049112 + -ENSG00000259730.1 CTD-2007H18.1 chr15 47944044 47949509 + -ENSG00000188467.10 SLC24A5 chr15 48120972 48142672 + -ENSG00000104177.17 MYEF2 chr15 48134631 48178517 - -ENSG00000266143.1 AC066612.1 chr15 48161805 48161903 + -ENSG00000259235.1 RP11-605F22.2 chr15 48189037 48191691 - -ENSG00000233932.4 CTXN2 chr15 48191539 48203756 + -ENSG00000074803.17 SLC12A1 chr15 48191664 48304078 + -ENSG00000259385.1 RP11-605F22.1 chr15 48192191 48201684 - -ENSG00000259488.2 RP11-154J22.1 chr15 48312353 48331856 - -ENSG00000202542.1 Y_RNA chr15 48325558 48325671 - -ENSG00000128951.13 DUT chr15 48331011 48343373 + -ENSG00000166147.13 FBN1 chr15 48408306 48645849 - -ENSG00000274654.1 CTD-3247H4.2 chr15 48528980 48529728 - -ENSG00000259705.1 RP11-227D13.1 chr15 48645951 48652016 + -ENSG00000273925.1 RP11-227D13.5 chr15 48662531 48663056 - -ENSG00000103995.13 CEP152 chr15 48712928 48811146 - -ENSG00000259216.2 RP11-227D13.2 chr15 48725338 48725827 + -ENSG00000259469.1 RP11-227D13.4 chr15 48729080 48729844 - -ENSG00000259670.1 RP11-485O10.2 chr15 48783190 48784121 + -ENSG00000259700.3 RP11-485O10.3 chr15 48810701 48811909 + -ENSG00000185634.11 SHC4 chr15 48823735 48963444 - -ENSG00000255302.3 EID1 chr15 48877886 48880183 + -ENSG00000259602.1 RP11-138E16.1 chr15 48938236 48948031 + -ENSG00000259500.1 KRT8P24 chr15 48971803 48973361 + -ENSG00000280771.1 AC091073.1 chr15 48972595 48972727 - -ENSG00000138593.8 SECISBP2L chr15 48988476 49046563 - -ENSG00000207105.1 Y_RNA chr15 48995912 48996022 - -ENSG00000265942.2 RN7SL577P chr15 49042341 49042643 - -ENSG00000259656.1 RP11-325E5.1 chr15 49101791 49103264 + -ENSG00000166200.14 COPS2 chr15 49106068 49155661 - -ENSG00000200120.1 Y_RNA chr15 49137762 49137863 - -ENSG00000156958.14 GALK2 chr15 49155656 49367869 + -ENSG00000259467.1 NDUFAF4P1 chr15 49156329 49156847 + -ENSG00000264210.1 MIR4716 chr15 49169070 49169153 - -ENSG00000259545.2 RP11-325E5.4 chr15 49177610 49178741 - -ENSG00000243338.3 RN7SL307P chr15 49198900 49199194 - -ENSG00000166262.15 FAM227B chr15 49326962 49620931 - -ENSG00000275580.1 RP11-295H24.4 chr15 49343608 49344254 + -ENSG00000276593.1 RP11-295H24.5 chr15 49353485 49354034 + -ENSG00000259531.2 RP11-295H24.3 chr15 49365124 49366685 - -ENSG00000140285.9 FGF7 chr15 49423096 49488775 + -ENSG00000104047.14 DTWD1 chr15 49620980 49656232 + -ENSG00000259388.1 CTD-2647E9.1 chr15 49794246 49796097 + -ENSG00000104043.14 ATP8B4 chr15 49858238 50182817 - -ENSG00000259188.5 CTD-2647E9.3 chr15 49879604 49883525 + -ENSG00000201086.1 RNA5SP394 chr15 49982443 49982561 + -ENSG00000140284.10 SLC27A2 chr15 50182196 50236395 + -ENSG00000200605.1 Y_RNA chr15 50221888 50221996 + -ENSG00000140287.10 HDC chr15 50241947 50266026 - -ENSG00000241175.3 RN7SL494P chr15 50244628 50244931 - -ENSG00000104064.16 GABPB1 chr15 50275392 50355408 - -ENSG00000271819.1 RNU6-94P chr15 50347423 50347529 - -ENSG00000244879.4 GABPB1-AS1 chr15 50354959 50372202 + -ENSG00000259715.1 CTD-3110H11.1 chr15 50359450 50360194 - -ENSG00000264109.1 MIR4712 chr15 50360329 50360410 + -ENSG00000259465.2 AHCYP7 chr15 50417385 50418692 + -ENSG00000138592.13 USP8 chr15 50424380 50514419 + -ENSG00000252376.1 RNA5SP395 chr15 50463381 50463498 + -ENSG00000242737.1 RP11-562A8.1 chr15 50466738 50467096 + -ENSG00000259618.1 RP11-562A8.5 chr15 50494018 50497080 - -ENSG00000259298.1 RP11-562A8.4 chr15 50497195 50498744 - -ENSG00000170236.14 USP50 chr15 50500562 50546708 - -ENSG00000092439.13 TRPM7 chr15 50552473 50686815 - -ENSG00000259684.1 RP11-120K9.2 chr15 50557601 50560500 + -ENSG00000243027.3 RN7SL354P chr15 50688900 50689193 + -ENSG00000138600.9 SPPL2A chr15 50702266 50765808 - -ENSG00000279665.1 RP11-507J18.5 chr15 50742702 50743276 - -ENSG00000259773.1 RP11-507J18.2 chr15 50746709 50749829 + -ENSG00000241130.1 RP11-507J18.1 chr15 50798670 50798951 + -ENSG00000273674.4 CTD-2378E12.1 chr15 50839875 50908599 - -ENSG00000081014.10 AP4E1 chr15 50908672 51005900 + -ENSG00000259378.1 DCAF13P3 chr15 50944663 50945996 + -ENSG00000259240.1 RP11-108K3.1 chr15 51037488 51293912 + -ENSG00000183578.5 TNFAIP8L3 chr15 51056598 51105276 - -ENSG00000259204.1 RP11-394B5.2 chr15 51064609 51069586 - -ENSG00000137869.13 CYP19A1 chr15 51208057 51338610 - -ENSG00000266593.1 MIR4713 chr15 51242190 51242264 + -ENSG00000259701.1 RP11-108K3.3 chr15 51278927 51280015 - -ENSG00000278098.1 MIR7973-2 chr15 51314034 51314109 + -ENSG00000259306.2 RP11-108K3.2 chr15 51315841 51321996 + -ENSG00000186417.13 GLDN chr15 51341629 51408013 + -ENSG00000270378.1 RP11-108K3.5 chr15 51351100 51351192 - -ENSG00000259194.1 RP11-108K3.4 chr15 51367377 51369110 + -ENSG00000259678.1 RP11-707P17.1 chr15 51414097 51498833 + -ENSG00000104093.13 DMXL2 chr15 51447711 51622833 - -ENSG00000259668.5 RP11-707P17.2 chr15 51457286 51460582 + -ENSG00000104112.8 SCG3 chr15 51681353 51721031 + -ENSG00000259241.1 RP11-313P18.2 chr15 51693216 51695765 - -ENSG00000259296.1 RP11-313P18.1 chr15 51707995 51715220 - -ENSG00000140280.13 LYSMD2 chr15 51723011 51751585 - -ENSG00000128872.9 TMOD2 chr15 51751561 51816368 + -ENSG00000259377.1 CTD-2308G16.1 chr15 51752485 51756475 + -ENSG00000138594.12 TMOD3 chr15 51829628 51947295 + -ENSG00000274954.1 RP11-56B16.6 chr15 51833134 51833426 + -ENSG00000277677.1 Metazoa_SRP chr15 51858070 51858352 - -ENSG00000259632.2 RP11-56B16.1 chr15 51859185 51861293 - -ENSG00000207484.1 Y_RNA chr15 51884556 51884653 + -ENSG00000259201.1 RP11-56B16.5 chr15 51887560 51901123 - -ENSG00000272337.1 RNU6-90P chr15 51907200 51907305 + -ENSG00000259185.1 RP11-56B16.4 chr15 51908902 51909642 - -ENSG00000259556.2 RP11-56B16.2 chr15 51919073 51930627 - -ENSG00000166477.12 LEO1 chr15 51938025 51971806 - -ENSG00000069956.11 MAPK6 chr15 51952106 52067372 + -ENSG00000259438.1 CTD-2650P22.1 chr15 52010999 52019095 - -ENSG00000274528.1 CTD-2650P22.2 chr15 52017167 52018032 - -ENSG00000259398.1 RP11-430B1.1 chr15 52033707 52035625 + -ENSG00000259712.1 CTD-2184D3.5 chr15 52056675 52100523 - -ENSG00000259178.1 CTD-2184D3.3 chr15 52082302 52086574 + -ENSG00000242327.1 CTD-2184D3.1 chr15 52095295 52095747 + -ENSG00000137875.4 BCL2L10 chr15 52109263 52112775 - -ENSG00000069966.18 GNB5 chr15 52115105 52191369 - -ENSG00000259327.1 CTD-2184D3.6 chr15 52116574 52122131 + -ENSG00000259709.1 CTD-2184D3.7 chr15 52124561 52140246 + -ENSG00000206995.1 Y_RNA chr15 52162751 52162852 + -ENSG00000259577.1 RP11-430B1.2 chr15 52180093 52205874 + -ENSG00000128833.12 MYO5C chr15 52192322 52295798 - -ENSG00000221052.2 MIR1266 chr15 52277095 52277207 - -ENSG00000197535.14 MYO5A chr15 52307283 52529050 - -ENSG00000280817.1 AC018902.1 chr15 52430064 52430768 + -ENSG00000231169.4 EEF1B2P1 chr15 52505191 52505862 + -ENSG00000128989.10 ARPP19 chr15 52547045 52569883 - -ENSG00000260618.1 RP11-23N2.4 chr15 52577842 52598709 + -ENSG00000047346.12 FAM214A chr15 52581317 52709817 - -ENSG00000259935.1 RP11-519C12.1 chr15 52648634 52649866 - -ENSG00000169856.8 ONECUT1 chr15 52756989 52791078 - -ENSG00000259203.1 RP11-209K10.2 chr15 52801614 52804942 - -ENSG00000214896.4 RPSAP55 chr15 52885595 52886470 + -ENSG00000259612.1 EEF1A1P22 chr15 52937139 52938518 - -ENSG00000259237.1 RP11-209E8.1 chr15 53116365 53129698 + -ENSG00000278568.1 AC066614.1 chr15 53431960 53432027 + -ENSG00000166415.14 WDR72 chr15 53513741 53762878 - -ENSG00000252066.1 RNU2-53P chr15 53651977 53652123 + -ENSG00000206641.1 RNU6-449P chr15 53764204 53764310 + -ENSG00000259301.2 RP11-643A5.1 chr15 53837271 53837560 - -ENSG00000280362.1 RP11-643A5.3 chr15 53910769 53914712 + -ENSG00000259669.5 RP11-643A5.2 chr15 53947624 53976908 - -ENSG00000137766.16 UNC13C chr15 54012904 54633414 + -ENSG00000259619.2 RP11-390M11.1 chr15 54048588 54050876 - -ENSG00000259550.2 HNRNPA1P74 chr15 54320731 54321565 - -ENSG00000260937.5 RP11-548M13.1 chr15 55056747 55092173 + -ENSG00000279145.1 RP11-547D13.1 chr15 55171972 55178175 - -ENSG00000137876.9 RSL24D1 chr15 55180806 55197067 - -ENSG00000069974.15 RAB27A chr15 55202966 55319113 - -ENSG00000276533.1 RP11-139H15.5 chr15 55288849 55289346 - -ENSG00000225973.3 PIGBOS1 chr15 55317184 55319161 - -ENSG00000069943.9 PIGB chr15 55318960 55355648 + -ENSG00000260916.5 CCPG1 chr15 55340032 55408510 - -ENSG00000274765.1 RP11-139H15.7 chr15 55343141 55343575 - -ENSG00000277548.1 RP11-139H15.6 chr15 55346347 55346752 - -ENSG00000261771.5 DYX1C1-CCPG1 chr15 55355248 55498360 - -ENSG00000207964.2 MIR628 chr15 55372921 55373032 - -ENSG00000261652.2 C15orf65 chr15 55408548 55418764 + -ENSG00000256061.7 DYX1C1 chr15 55410525 55508234 - -ENSG00000260036.1 RP11-178D12.2 chr15 55442635 55443357 - -ENSG00000171016.11 PYGO1 chr15 55538890 55588947 - -ENSG00000166450.12 PRTG chr15 55611546 55743090 - -ENSG00000259180.1 RP11-420M1.2 chr15 55680385 55681463 + -ENSG00000259369.1 RP11-291H24.1 chr15 55746639 55746767 + -ENSG00000069869.15 NEDD4 chr15 55826922 55993746 - -ENSG00000230183.4 CNOT6LP1 chr15 56005715 56007176 - -ENSG00000239703.3 RN7SL568P chr15 56029684 56029981 - -ENSG00000261333.2 CD24P2 chr15 56071421 56071639 + -ENSG00000181827.14 RFX7 chr15 56087280 56243266 - -ENSG00000261072.2 RP11-5N19.3 chr15 56192353 56193262 - -ENSG00000151575.14 TEX9 chr15 56244009 56445997 + -ENSG00000275417.1 RP11-844G16.3 chr15 56248787 56249127 + -ENSG00000199784.1 RNU6-1287P chr15 56274530 56274636 - -ENSG00000261174.2 RP11-844G16.1 chr15 56323193 56323719 + -ENSG00000259941.1 RP11-48G14.2 chr15 56394321 56396785 - -ENSG00000261823.1 RP11-48G14.1 chr15 56408483 56410186 - -ENSG00000138587.5 MNS1 chr15 56421544 56465137 - -ENSG00000277245.1 RP11-48G14.3 chr15 56447120 56447697 + -ENSG00000260392.5 RP11-1129I3.1 chr15 56542952 56629592 - -ENSG00000137871.19 ZNF280D chr15 56630181 56918571 - -ENSG00000276696.1 Y_RNA chr15 56634038 56634167 - -ENSG00000274667.1 RP11-31H5.3 chr15 56729932 56730611 - -ENSG00000279683.1 RP11-31H5.2 chr15 56795382 56795522 + -ENSG00000225625.4 RP11-31H5.1 chr15 56846340 56846605 + -ENSG00000276524.1 RP11-323F24.3 chr15 56887107 56888219 + -ENSG00000275343.1 RP11-323F24.4 chr15 56908312 56908635 - -ENSG00000140262.17 TCF12 chr15 56918623 57299281 + -ENSG00000222586.1 AC010999.1 chr15 56966325 56966397 - -ENSG00000260689.2 HNRNPA3P11 chr15 57246960 57247893 - -ENSG00000239035.1 snoU13 chr15 57278570 57278673 - -ENSG00000247982.6 LINC00926 chr15 57300365 57307769 + -ENSG00000260172.1 LINC01413 chr15 57319138 57323908 + -ENSG00000260870.1 RP11-358M11.4 chr15 57325472 57326447 - -ENSG00000128849.10 CGNL1 chr15 57375967 57550727 + -ENSG00000252984.1 RNU6-844P chr15 57405074 57405175 - -ENSG00000261489.1 CTD-2515H24.3 chr15 57477484 57478329 - -ENSG00000261265.1 CTD-2515H24.4 chr15 57527187 57529009 - -ENSG00000276772.1 CTD-2515H24.2 chr15 57553955 57555680 + -ENSG00000240874.1 CTD-2515H24.1 chr15 57555951 57556379 - -ENSG00000137878.16 GCOM1 chr15 57591908 57714745 + -ENSG00000263155.5 MYZAP chr15 57591941 57685364 + -ENSG00000255529.7 POLR2M chr15 57706629 57782762 + -ENSG00000261219.1 RP11-344A16.2 chr15 57720295 57720928 + -ENSG00000128918.14 ALDH1A2 chr15 57953424 58497866 - -ENSG00000259477.1 RP11-86K22.1 chr15 57979716 57980646 - -ENSG00000274719.1 RP11-86K22.2 chr15 57990217 57990636 - -ENSG00000259285.1 CTD-2330J20.2 chr15 58065225 58071043 + -ENSG00000103569.9 AQP9 chr15 58138169 58185911 + -ENSG00000259651.2 CTD-2330J20.1 chr15 58150275 58150563 + -ENSG00000259626.2 RP11-925D8.2 chr15 58150635 58150962 + -ENSG00000259600.2 RP11-925D8.3 chr15 58151033 58152513 + -ENSG00000259379.1 RP11-925D8.5 chr15 58152606 58154407 + -ENSG00000259671.1 RP11-925D8.6 chr15 58154960 58156061 + -ENSG00000240934.2 RP11-925D8.1 chr15 58200606 58201018 + -ENSG00000166035.10 LIPC chr15 58410569 58569843 + -ENSG00000259293.1 RP11-355N15.1 chr15 58434890 58498735 - -ENSG00000277229.1 RP11-355N15.3 chr15 58454327 58454982 + -ENSG00000277790.1 RP11-355N15.2 chr15 58456188 58456348 + -ENSG00000259476.1 RP11-50C13.2 chr15 58521311 58523371 + -ENSG00000259250.1 RP11-50C13.1 chr15 58587507 58591676 + -ENSG00000137845.14 ADAM10 chr15 58588807 58749978 - -ENSG00000270986.1 RP11-123C21.2 chr15 58672296 58672933 + -ENSG00000182625.3 RP11-123C21.1 chr15 58686411 58686617 + -ENSG00000282100.1 HSP90AB4P chr15 58691106 58693125 - -ENSG00000199730.1 RN7SKP95 chr15 58703852 58704154 - -ENSG00000278513.1 RP11-123C21.3 chr15 58732188 58733149 + -ENSG00000259173.2 RP11-30K9.7 chr15 58755625 58756247 - -ENSG00000200318.2 U3 chr15 58760466 58760681 - -ENSG00000245975.2 RP11-30K9.6 chr15 58768072 58770974 - -ENSG00000128923.10 FAM63B chr15 58771192 58861900 + -ENSG00000259402.1 RP11-30K9.4 chr15 58815272 58817728 + -ENSG00000259353.1 RP11-30K9.5 chr15 58856831 58865063 - -ENSG00000259738.1 ZNF444P1 chr15 58865006 58865303 + -ENSG00000157450.15 RNF111 chr15 58865175 59097419 + -ENSG00000242747.1 RP11-30K9.1 chr15 58869659 58870134 + -ENSG00000137776.16 SLTM chr15 58879045 58933653 - -ENSG00000225798.1 AC025918.2 chr15 58889967 58894082 + -ENSG00000278439.1 AC025918.1 chr15 58892507 58892590 + -ENSG00000259393.2 RP11-313H3.1 chr15 58967046 58967808 - -ENSG00000241640.2 RP11-59H7.1 chr15 59049399 59050385 - -ENSG00000157456.7 CCNB2 chr15 59105078 59125045 + -ENSG00000277144.1 RP11-59H7.4 chr15 59115547 59116089 - -ENSG00000259732.1 RP11-59H7.3 chr15 59121034 59133250 + -ENSG00000157483.8 MYO1E chr15 59132434 59372900 - -ENSG00000253030.1 MIR2116 chr15 59171183 59171262 - -ENSG00000171989.5 LDHAL6B chr15 59206823 59208515 + -ENSG00000200070.1 RNU4-80P chr15 59212648 59212788 - -ENSG00000259771.1 RP11-429D19.1 chr15 59266720 59271162 - -ENSG00000199512.1 RNU6-212P chr15 59341314 59341417 - -ENSG00000259735.1 RP11-356M20.3 chr15 59348648 59359889 - -ENSG00000157470.11 FAM81A chr15 59372693 59523549 + -ENSG00000259750.1 RP11-356M20.2 chr15 59401221 59402004 - -ENSG00000259674.1 RP11-356M20.1 chr15 59406963 59408154 - -ENSG00000200252.1 Y_RNA chr15 59408905 59409015 + -ENSG00000243780.1 RP11-112N19.1 chr15 59525422 59525881 - -ENSG00000240238.1 RP11-112N19.2 chr15 59552615 59553093 - -ENSG00000201704.1 RNA5SP396 chr15 59574103 59574222 - -ENSG00000140297.12 GCNT3 chr15 59594875 59640239 + -ENSG00000140307.10 GTF2A2 chr15 59638062 59657541 - -ENSG00000227161.1 AC092755.4 chr15 59644298 59672302 - -ENSG00000140299.11 BNIP2 chr15 59659146 59689534 - -ENSG00000259657.1 PIGHP1 chr15 59676757 59677321 + -ENSG00000259238.1 RP11-361D15.2 chr15 59688517 59689418 + -ENSG00000234797.5 RPS3AP6 chr15 59768352 59769146 + -ENSG00000259601.2 RP11-568G20.2 chr15 59871511 59873495 - -ENSG00000259573.1 NMNAT1P5 chr15 59964942 59966084 + -ENSG00000171956.6 FOXB1 chr15 60004222 60061730 + -ENSG00000259558.1 MESTP2 chr15 60053204 60054092 - -ENSG00000259223.2 RP11-82L7.4 chr15 60073554 60118320 - -ENSG00000182718.16 ANXA2 chr15 60347134 60402883 - -ENSG00000240163.1 RP11-745A24.1 chr15 60390371 60390682 + -ENSG00000242667.1 RP11-745A24.2 chr15 60404463 60404960 + -ENSG00000273721.1 RP11-745A24.3 chr15 60409234 60409420 - -ENSG00000128915.11 ICE2 chr15 60419609 60479160 - -ENSG00000245534.6 RORA-AS1 chr15 60479178 60630637 + -ENSG00000069667.15 RORA chr15 60488284 61229319 - -ENSG00000259274.1 CTD-2501E16.2 chr15 60529973 60545159 + -ENSG00000259513.1 CYCSP38 chr15 60558080 60558401 + -ENSG00000273958.1 RP11-219B17.3 chr15 60593027 60593460 + -ENSG00000277413.1 uc_338 chr15 60677109 60677272 - -ENSG00000259482.1 RORA-AS2 chr15 60681569 60686888 + -ENSG00000212625.1 RNA5SP397 chr15 60736769 60736886 + -ENSG00000259591.1 RP11-554D20.1 chr15 60763906 60765625 + -ENSG00000273792.1 RP11-554D20.2 chr15 60847757 60849068 - -ENSG00000259481.1 RP11-39M21.1 chr15 61181249 61195938 + -ENSG00000259575.1 RP11-39M21.2 chr15 61211913 61214231 + -ENSG00000276473.1 CTD-2026J24.1 chr15 61239906 61240331 + -ENSG00000259616.2 RP11-507B12.2 chr15 61298791 61635449 - -ENSG00000259530.1 RP11-259A24.1 chr15 61598514 61605241 + -ENSG00000259675.1 RP11-507B12.1 chr15 61639349 61715171 - -ENSG00000271195.1 RP11-162I7.2 chr15 61674767 61675212 + -ENSG00000259284.1 RP11-162I7.1 chr15 61729850 61731389 + -ENSG00000266349.1 AC018618.1 chr15 61743941 61744019 + -ENSG00000259564.1 RP11-16B9.1 chr15 61834752 61852152 + -ENSG00000129003.15 VPS13C chr15 61852389 62060473 - -ENSG00000273653.1 AC104590.1 chr15 62045225 62045319 - -ENSG00000259251.2 RP11-643M14.1 chr15 62060503 62062434 + -ENSG00000198535.5 C2CD4A chr15 62066977 62070917 + -ENSG00000259466.1 NPM1P47 chr15 62082450 62083305 - -ENSG00000205502.3 C2CD4B chr15 62163535 62165283 - -ENSG00000259697.1 RP11-299H22.1 chr15 62196145 62203318 - -ENSG00000166104.14 RP11-299H22.3 chr15 62227896 62253235 - -ENSG00000259878.1 RP11-1O10.1 chr15 62230384 62231895 - -ENSG00000221141.1 AC126323.1 chr15 62243366 62243448 - -ENSG00000276713.1 Metazoa_SRP chr15 62244330 62244595 - -ENSG00000277779.1 AC126323.2 chr15 62246284 62246349 - -ENSG00000260062.3 GOLGA2P11 chr15 62253730 62270680 - -ENSG00000260375.1 RP11-299H22.4 chr15 62255686 62256421 - -ENSG00000261296.1 RP11-299H22.6 chr15 62274163 62278365 + -ENSG00000260957.1 RP11-299H22.7 chr15 62284190 62285006 + -ENSG00000277919.1 MIR8067 chr15 62304658 62304734 - -ENSG00000275451.1 MIR6085 chr15 62343029 62343138 + -ENSG00000259557.2 HMGN1P26 chr15 62362029 62362331 - -ENSG00000274340.1 RP11-435J9.2 chr15 62387327 62388875 - -ENSG00000171914.14 TLN2 chr15 62390526 62844631 + -ENSG00000259458.1 MGC15885 chr15 62637172 62645291 - -ENSG00000259756.1 RP11-625H11.2 chr15 62682916 62690448 - -ENSG00000265317.1 AC103740.1 chr15 62786807 62786894 + -ENSG00000211137.1 MIR190A chr15 62823957 62824041 + -ENSG00000259370.2 RP11-1069G10.1 chr15 62827675 62884034 - -ENSG00000259727.1 RP11-1069G10.2 chr15 62895812 62899543 + -ENSG00000259394.2 RP11-244F12.1 chr15 62953173 62954124 + -ENSG00000140416.19 TPM1 chr15 63042632 63071915 + -ENSG00000259498.1 RP11-244F12.3 chr15 63046034 63049387 - -ENSG00000259627.1 RP11-244F12.2 chr15 63070025 63071911 - -ENSG00000259672.1 RP11-69G7.1 chr15 63098870 63110403 + -ENSG00000103642.11 LACTB chr15 63121800 63142061 + -ENSG00000185088.12 RPS27L chr15 63125872 63158021 - -ENSG00000166128.12 RAB8B chr15 63189469 63267782 + -ENSG00000138613.13 APH1B chr15 63276018 63309126 + -ENSG00000074410.13 CA12 chr15 63321378 63382161 - -ENSG00000259459.5 RP11-321G12.1 chr15 63390136 63438320 + -ENSG00000259268.1 AC007950.1 chr15 63456294 63469351 - -ENSG00000276651.1 AC007950.2 chr15 63500737 63503083 - -ENSG00000140455.16 USP3 chr15 63504511 63594640 + -ENSG00000259248.5 USP3-AS1 chr15 63544247 63601589 - -ENSG00000197361.6 FBXL22 chr15 63597353 63602428 + -ENSG00000103657.13 HERC1 chr15 63608618 63833942 - -ENSG00000259589.2 RP11-317G6.1 chr15 63675146 63713758 + -ENSG00000199156.1 MIR422A chr15 63870930 63871019 - -ENSG00000275785.1 RP11-111E14.2 chr15 63890030 63890317 + -ENSG00000035664.11 DAPK2 chr15 63907036 64072033 - -ENSG00000259351.1 RP11-111E14.1 chr15 63928274 63935953 + -ENSG00000166797.10 FAM96A chr15 64072559 64094018 - -ENSG00000028528.14 SNX1 chr15 64094123 64146090 + -ENSG00000201071.1 Y_RNA chr15 64111458 64111569 - -ENSG00000157734.13 SNX22 chr15 64151715 64157481 + -ENSG00000166794.4 PPIB chr15 64155812 64163205 - -ENSG00000169118.15 CSNK1G1 chr15 64165517 64356187 - -ENSG00000259316.7 CTD-2116N17.1 chr15 64180348 64373781 - -ENSG00000252774.1 SNORA48 chr15 64342539 64342698 + -ENSG00000166803.10 KIAA0101 chr15 64364311 64387687 - -ENSG00000103671.9 TRIP4 chr15 64387748 64455303 + -ENSG00000206781.1 Y_RNA chr15 64445130 64445243 - -ENSG00000180357.9 ZNF609 chr15 64460742 64686068 + -ENSG00000259682.1 RP11-702L15.4 chr15 64470253 64471364 + -ENSG00000248415.1 GAPDHP61 chr15 64528667 64529671 - -ENSG00000243403.1 RP11-330L19.1 chr15 64592979 64593326 + -ENSG00000239465.1 RP11-330L19.2 chr15 64631109 64631914 - -ENSG00000207223.1 Y_RNA chr15 64652888 64652989 + -ENSG00000207162.1 RNU6-549P chr15 64671263 64671369 + -ENSG00000180304.14 OAZ2 chr15 64687573 64703281 - -ENSG00000265967.1 AC100830.4 chr15 64695041 64695594 + -ENSG00000264937.1 AC100830.5 chr15 64696622 64696861 + -ENSG00000259635.1 AC100830.3 chr15 64701248 64719602 + -ENSG00000166831.8 RBPMS2 chr15 64739892 64775587 - -ENSG00000221033.1 MIR1272 chr15 64762387 64762515 - -ENSG00000140451.12 PIF1 chr15 64815632 64825668 - -ENSG00000241839.9 PLEKHO2 chr15 64841883 64868007 + -ENSG00000249240.2 AC069368.3 chr15 64841883 64930920 + -ENSG00000166839.16 ANKDD1A chr15 64911902 64958700 + -ENSG00000275332.1 CTD-2017F17.1 chr15 64943240 64943672 - -ENSG00000274383.1 CTD-2017F17.2 chr15 64950916 64951435 - -ENSG00000090487.10 SPG21 chr15 64963021 64990310 - -ENSG00000103707.9 MTFMT chr15 65001512 65029639 - -ENSG00000270218.1 RP11-325L12.5 chr15 65026088 65026676 + -ENSG00000186198.3 SLC51B chr15 65045370 65053396 + -ENSG00000277351.1 RP11-325L12.6 chr15 65049188 65049802 - -ENSG00000103710.10 RASL12 chr15 65053337 65076690 - -ENSG00000234438.3 KBTBD13 chr15 65076816 65078192 + -ENSG00000281328.1 AC013553.1 chr15 65077894 65078008 - -ENSG00000278737.1 RP11-325L12.7 chr15 65083042 65083663 - -ENSG00000246922.8 UBAP1L chr15 65092770 65115197 - -ENSG00000259258.1 RP11-325L12.3 chr15 65105534 65105800 + -ENSG00000090470.14 PDCD7 chr15 65117379 65133836 - -ENSG00000166855.9 CLPX chr15 65148219 65185342 - -ENSG00000138615.5 CILP chr15 65194758 65211488 - -ENSG00000279268.1 RP11-628M2.1 chr15 65226472 65226697 - -ENSG00000201709.1 RNU6-686P chr15 65229861 65229967 + -ENSG00000138617.14 PARP16 chr15 65234460 65300618 - -ENSG00000206903.1 SNORA24 chr15 65285461 65285591 - -ENSG00000199568.1 RNU5A-1 chr15 65296051 65296166 + -ENSG00000259346.2 RP11-349G13.2 chr15 65301922 65302311 + -ENSG00000200156.1 RNU5B-1 chr15 65304677 65304792 + -ENSG00000174498.13 IGDCC3 chr15 65327127 65378040 - -ENSG00000103742.11 IGDCC4 chr15 65381464 65423072 - -ENSG00000074603.18 DPP8 chr15 65442463 65517704 - -ENSG00000270690.1 RP11-349G13.3 chr15 65458574 65459534 + -ENSG00000259232.2 RP11-349G13.1 chr15 65475318 65475614 - -ENSG00000252217.1 Y_RNA chr15 65502741 65502836 + -ENSG00000074696.12 HACD3 chr15 65530418 65578352 + -ENSG00000207449.1 RNU6-19P chr15 65553081 65553187 - -ENSG00000138614.14 VWA9 chr15 65578753 65611289 - -ENSG00000074621.13 SLC24A1 chr15 65611366 65660995 + -ENSG00000275638.1 RP11-16E23.5 chr15 65655620 65656085 - -ENSG00000174485.14 DENND4A chr15 65658046 65792293 - -ENSG00000238311.1 snoU13 chr15 65696833 65696936 - -ENSG00000264737.1 MIR4511 chr15 65719246 65719332 - -ENSG00000103769.9 RAB11A chr15 65726054 65891991 + -ENSG00000261544.1 RP11-16E23.3 chr15 65766460 65767398 - -ENSG00000259924.1 RP11-16E23.4 chr15 65771176 65772139 - -ENSG00000249271.2 HNRNPA1P44 chr15 65816302 65817481 - -ENSG00000281318.1 AC084854.1 chr15 65877849 65877983 + -ENSG00000157890.17 MEGF11 chr15 65895079 66253747 - -ENSG00000263512.1 MIR4311 chr15 66040233 66040332 + -ENSG00000261318.1 RP11-653J6.1 chr15 66278498 66293357 - -ENSG00000166938.12 DIS3L chr15 66293217 66333898 + -ENSG00000260773.1 RP11-352G18.2 chr15 66314914 66331703 - -ENSG00000075131.9 TIPIN chr15 66336206 66386746 - -ENSG00000252712.1 SCARNA14 chr15 66347207 66347342 - -ENSG00000223271.1 Y_RNA chr15 66348276 66348375 + -ENSG00000240821.1 RPL9P25 chr15 66379337 66379915 - -ENSG00000169032.9 MAP2K1 chr15 66386817 66492312 + -ENSG00000261102.2 ATP5J2P6 chr15 66414933 66415198 - -ENSG00000243404.2 RPL35AP32 chr15 66446455 66446777 - -ENSG00000261351.2 CTD-3185P2.1 chr15 66488658 66492109 - -ENSG00000174446.12 SNAPC5 chr15 66490135 66497813 - -ENSG00000266589.1 MIR4512 chr15 66496958 66497034 - -ENSG00000174444.14 RPL4 chr15 66498015 66524532 - -ENSG00000199574.1 SNORD18C chr15 66501250 66501318 - -ENSG00000280554.1 snoU18 chr15 66502019 66502089 - -ENSG00000202529.1 SNORD18B chr15 66502020 66502091 - -ENSG00000199673.1 SNORD16 chr15 66502812 66502910 - -ENSG00000200623.1 SNORD18A chr15 66503243 66503314 - -ENSG00000174442.11 ZWILCH chr15 66504959 66550128 + -ENSG00000188501.11 LCTL chr15 66547179 66565979 - -ENSG00000259471.1 LINC01169 chr15 66582190 66685794 + -ENSG00000137834.14 SMAD6 chr15 66702228 66782848 + -ENSG00000274995.1 RP11-321F6.2 chr15 66740445 66741151 + -ENSG00000270490.1 RP11-622C24.1 chr15 66808404 66810560 + -ENSG00000277152.1 RP11-622C24.2 chr15 66860303 66867023 + -ENSG00000259437.1 RP11-798K3.4 chr15 66919811 66931755 + -ENSG00000259289.2 RP11-798K3.3 chr15 66931537 66956518 - -ENSG00000259347.5 RP11-798K3.2 chr15 66984108 67059253 - -ENSG00000259246.4 HMGN2P47 chr15 67000814 67001085 - -ENSG00000166949.15 SMAD3 chr15 67063763 67195195 + -ENSG00000259202.1 RP11-342M21.2 chr15 67142734 67146939 - -ENSG00000103591.12 AAGAB chr15 67201033 67255195 - -ENSG00000242634.1 RPS24P16 chr15 67232446 67232837 + -ENSG00000103599.19 IQCH chr15 67254800 67502260 + -ENSG00000259673.5 IQCH-AS1 chr15 67403619 67521844 - -ENSG00000189227.5 C15orf61 chr15 67521068 67530143 + -ENSG00000270964.1 RP11-502I4.3 chr15 67541072 67542604 - -ENSG00000137764.19 MAP2K5 chr15 67542709 67807123 + -ENSG00000259512.3 HNRNPA1P5 chr15 67627852 67629135 + -ENSG00000188779.10 SKOR1 chr15 67819704 67834561 + -ENSG00000259410.5 RP11-34F13.3 chr15 67832725 67873866 + -ENSG00000245719.1 RP11-34F13.2 chr15 67834310 67838879 - -ENSG00000206625.1 RNU6-1 chr15 67839939 67840045 - -ENSG00000261702.2 RP11-282M16.1 chr15 67974391 67974625 - -ENSG00000260109.1 RP11-883G10.1 chr15 67985059 67986288 + -ENSG00000033800.13 PIAS1 chr15 68054179 68198603 + -ENSG00000129007.14 CALML4 chr15 68190705 68206110 - -ENSG00000260007.1 RP11-315D16.2 chr15 68193801 68229718 - -ENSG00000128973.11 CLN6 chr15 68206992 68257211 - -ENSG00000264779.1 AC107871.1 chr15 68229672 68229789 + -ENSG00000260602.2 HMGN2P40 chr15 68254549 68254939 + -ENSG00000260657.2 RP11-315D16.4 chr15 68267792 68277994 - -ENSG00000169018.5 FEM1B chr15 68277803 68295865 + -ENSG00000137809.16 ITGA11 chr15 68296533 68432162 - -ENSG00000103647.12 CORO2B chr15 68578969 68727806 + -ENSG00000271232.1 CARSP1 chr15 68749501 68750691 + -ENSG00000140350.15 ANP32A chr15 68778535 68820897 - -ENSG00000265195.1 MIR4312 chr15 68801850 68801925 - -ENSG00000258484.3 SPESP1 chr15 68818221 68946811 + -ENSG00000259286.3 RP11-696L21.2 chr15 68833830 68834749 + -ENSG00000137808.12 RP11-809H16.2 chr15 68930504 69028889 + -ENSG00000255346.9 NOX5 chr15 68930525 69062743 + -ENSG00000273851.1 RP11-809H16.3 chr15 69022230 69024176 + -ENSG00000259265.1 RP11-809H16.4 chr15 69037549 69043565 - -ENSG00000212766.9 EWSAT1 chr15 69072926 69095820 + -ENSG00000259222.2 RP11-809H16.5 chr15 69080879 69099987 + -ENSG00000281169.1 AC027088.1 chr15 69103820 69103945 + -ENSG00000138604.9 GLCE chr15 69160584 69272217 + -ENSG00000266374.1 AC026512.1 chr15 69160651 69160724 + -ENSG00000265047.3 AC026992.1 chr15 69247109 69247210 + -ENSG00000241774.3 RN7SL438P chr15 69250525 69250795 - -ENSG00000261634.3 RP11-352D13.6 chr15 69278328 69298763 - -ENSG00000259504.2 RP11-352D13.5 chr15 69278675 69295322 + -ENSG00000137819.13 PAQR5 chr15 69298947 69407780 + -ENSG00000221376.1 SNORA77 chr15 69325293 69325420 - -ENSG00000252972.1 RNA5SP398 chr15 69367585 69367681 + -ENSG00000259645.1 RP11-253M7.6 chr15 69391192 69392149 + -ENSG00000259426.5 RP11-253M7.1 chr15 69396904 69415029 - -ENSG00000207395.1 Y_RNA chr15 69406441 69406552 + -ENSG00000137807.13 KIF23 chr15 69414246 69448427 + -ENSG00000259191.2 RP11-253M7.3 chr15 69434466 69435120 - -ENSG00000137818.11 RPLP1 chr15 69452784 69456194 + -ENSG00000207119.2 U3 chr15 69457941 69458149 - -ENSG00000259215.1 RP11-253M7.4 chr15 69458522 69461806 - -ENSG00000245750.7 DRAIC chr15 69463026 69571440 + -ENSG00000259457.1 RP11-279F6.2 chr15 69564724 69565790 - -ENSG00000259641.5 PCAT29 chr15 69592129 69695750 + -ENSG00000238870.1 AC009677.1 chr15 69730740 69730822 - -ENSG00000259496.2 RP11-19J5.1 chr15 69803316 69804046 - -ENSG00000259309.1 RP11-19J5.2 chr15 69820756 69822856 - -ENSG00000259703.5 LINC00593 chr15 69835234 69843120 + -ENSG00000140332.15 TLE3 chr15 70047790 70098176 - -ENSG00000207965.1 MIR629 chr15 70079372 70079468 - -ENSG00000200216.2 RNU6-745P chr15 70193236 70193341 + -ENSG00000259252.1 AC011648.1 chr15 70195638 70198509 - -ENSG00000259503.1 RP11-543G18.1 chr15 70321576 70326742 + -ENSG00000259473.1 RP11-96C21.1 chr15 70503907 70505928 - -ENSG00000280639.1 RP11-96C21.2 chr15 70570958 70586606 - -ENSG00000259227.2 RP11-64K10.1 chr15 70602124 70602516 + -ENSG00000281264.1 SALRNA3 chr15 70615547 70616567 + -ENSG00000280515.1 SALRNA2 chr15 70635249 70637314 + -ENSG00000137831.14 UACA chr15 70654554 70763593 - -ENSG00000259532.1 RP11-138H8.2 chr15 70748932 70754177 + -ENSG00000274297.1 RP11-138H8.8 chr15 70758269 70758856 - -ENSG00000259624.1 RP11-138H8.3 chr15 70768011 70778868 - -ENSG00000259452.2 RP11-138H8.4 chr15 70791013 70791486 + -ENSG00000235420.7 RPL29P30 chr15 70796597 70802688 - -ENSG00000166173.10 LARP6 chr15 70829130 70854159 - -ENSG00000259744.1 RP11-138H8.6 chr15 70848883 70849770 - -ENSG00000137821.11 LRRC49 chr15 70853239 71053657 + -ENSG00000259470.2 KRT8P9 chr15 70858714 70860162 + -ENSG00000129028.8 THAP10 chr15 70881342 70892785 - -ENSG00000242276.2 RPL5P3 chr15 71063101 71063989 - -ENSG00000187720.14 THSD4 chr15 71096952 71783383 + -ENSG00000225362.8 CT62 chr15 71110244 71115494 - -ENSG00000259964.6 THSD4-AS1 chr15 71147650 71189042 - -ENSG00000259781.1 RP11-673C5.1 chr15 71164770 71165415 - -ENSG00000212664.5 RP11-592N21.1 chr15 71341158 71341712 - -ENSG00000260586.1 RP11-592N21.2 chr15 71342324 71348471 + -ENSG00000278408.1 RP11-1123I8.1 chr15 71547280 71549832 - -ENSG00000274096.1 AC104938.1 chr15 71772610 71772689 + -ENSG00000278570.4 NR2E3 chr15 71792638 71818259 + -ENSG00000260037.5 CTD-2524L6.3 chr15 71818396 71823384 + -ENSG00000066933.15 MYO9A chr15 71822289 72118577 - -ENSG00000200873.1 RNA5SP399 chr15 71858570 71858686 + -ENSG00000261632.1 RP11-390D11.1 chr15 71972206 72040265 + -ENSG00000260576.1 EIF5A2P1 chr15 72041194 72041653 - -ENSG00000222094.1 RNU2-65P chr15 72045183 72045367 + -ENSG00000223253.1 AC022872.1 chr15 72051251 72051329 + -ENSG00000166192.14 SENP8 chr15 72114258 72143688 + -ENSG00000243568.2 RP11-2I17.1 chr15 72134641 72135436 + -ENSG00000260173.1 RP11-2I17.4 chr15 72140504 72155459 - -ENSG00000175318.11 GRAMD2 chr15 72159807 72197785 - -ENSG00000067225.17 PKM chr15 72199029 72231822 - -ENSG00000137817.16 PARP6 chr15 72241181 72272999 - -ENSG00000273025.1 RP11-106M3.5 chr15 72266746 72319946 - -ENSG00000261460.1 RP11-106M3.3 chr15 72278867 72351794 + -ENSG00000140488.14 CELF6 chr15 72284727 72320129 - -ENSG00000260729.1 RP11-106M3.2 chr15 72284727 72375981 - -ENSG00000213614.9 HEXA chr15 72340919 72376476 - -ENSG00000260339.1 HEXA-AS1 chr15 72376113 72378788 + -ENSG00000243007.1 RP11-106M3.1 chr15 72379215 72379710 - -ENSG00000187806.7 TMEM202 chr15 72398273 72408029 + -ENSG00000261423.1 RP11-1007O24.3 chr15 72407778 72475168 - -ENSG00000271072.1 PHBP20 chr15 72450657 72451474 + -ENSG00000261187.1 RP11-1007O24.2 chr15 72465128 72466262 - -ENSG00000166233.12 ARIH1 chr15 72474326 72602985 + -ENSG00000207690.1 MIR630 chr15 72587217 72587313 + -ENSG00000260534.1 RP11-1006G14.4 chr15 72589691 72591845 + -ENSG00000278313.1 RP11-1006G14.5 chr15 72604399 72605008 - -ENSG00000260144.1 RP11-361M10.3 chr15 72605183 72612326 + -ENSG00000259783.5 RP11-1006G14.2 chr15 72608481 72636919 - -ENSG00000260672.1 RP11-1006G14.1 chr15 72615810 72618250 + -ENSG00000259909.1 RP11-1006G14.3 chr15 72638821 72640125 + -ENSG00000215186.6 GOLGA6B chr15 72654738 72666394 + -ENSG00000274350.1 RN7SL853P chr15 72664577 72664799 + -ENSG00000175202.3 HIGD2B chr15 72675783 72686149 - -ENSG00000261281.1 RP11-361M10.4 chr15 72682266 72682904 - -ENSG00000140463.13 BBS4 chr15 72686179 72738476 + -ENSG00000159322.17 ADPGK chr15 72751369 72785846 - -ENSG00000260898.5 ADPGK-AS1 chr15 72782835 72798199 + -ENSG00000259259.1 NPM1P42 chr15 72899399 72900260 - -ENSG00000067141.16 NEO1 chr15 73051710 73305206 + -ENSG00000259691.2 FKBP1AP2 chr15 73143236 73143518 - -ENSG00000259440.2 NPM1P43 chr15 73161779 73162928 - -ENSG00000259528.1 RP11-272D12.2 chr15 73255334 73256109 - -ENSG00000138622.3 HCN4 chr15 73319859 73369264 - -ENSG00000259650.1 RP11-272D12.1 chr15 73335260 73342387 + -ENSG00000183324.10 REC114 chr15 73443158 73560014 + -ENSG00000259186.1 MRPS15P1 chr15 73483196 73483943 - -ENSG00000156642.16 NPTN chr15 73560014 73634134 - -ENSG00000281183.1 NPTN-IT1 chr15 73567012 73569294 - -ENSG00000103855.17 CD276 chr15 73683966 73714518 + -ENSG00000276807.1 RP11-8P11.4 chr15 73730048 73731711 - -ENSG00000205363.5 C15orf59 chr15 73735431 73752747 - -ENSG00000260469.2 C15orf59-AS1 chr15 73752317 73770613 + -ENSG00000260624.1 RP11-24D15.1 chr15 73870950 73873366 - -ENSG00000167139.8 TBC1D21 chr15 73873608 73889214 + -ENSG00000222064.1 AC108137.1 chr15 73891409 73891487 + -ENSG00000261801.5 LOXL1-AS1 chr15 73908071 73928248 - -ENSG00000129038.15 LOXL1 chr15 73925989 73952137 + -ENSG00000067221.13 STOML1 chr15 73978923 73994622 - -ENSG00000140464.19 PML chr15 73994673 74047812 + -ENSG00000260096.1 DNM1P33 chr15 74062780 74063785 + -ENSG00000159289.6 GOLGA6A chr15 74069857 74082550 - -ENSG00000278604.1 RN7SL429P chr15 74072454 74072676 - -ENSG00000214702.6 RP11-247C2.1 chr15 74097106 74098414 - -ENSG00000167178.15 ISLR2 chr15 74100311 74138540 + -ENSG00000274013.1 AC010931.1 chr15 74115396 74115469 - -ENSG00000248540.2 RP11-247C2.2 chr15 74125915 74129278 - -ENSG00000261543.1 RP11-665J16.1 chr15 74152800 74179226 - -ENSG00000278348.1 Metazoa_SRP chr15 74162340 74162620 - -ENSG00000129009.12 ISLR chr15 74173671 74176872 + -ENSG00000137868.18 STRA6 chr15 74179466 74212267 - -ENSG00000259264.5 RP11-60L3.1 chr15 74202705 74221557 + -ENSG00000140481.13 CCDC33 chr15 74236289 74336472 + -ENSG00000280309.1 RP11-60L3.3 chr15 74299503 74304527 + -ENSG00000261384.1 RP11-60L3.2 chr15 74303005 74304343 + -ENSG00000277749.1 RP11-60L3.6 chr15 74311516 74319688 - -ENSG00000140459.17 CYP11A1 chr15 74337759 74367740 - -ENSG00000260266.1 CTD-2311M21.2 chr15 74350768 74364620 + -ENSG00000261821.2 CTD-2311M21.3 chr15 74365435 74371211 + -ENSG00000274937.1 CTD-2311M21.4 chr15 74374678 74375511 + -ENSG00000277718.1 CTD-2311M21.5 chr15 74379083 74390535 + -ENSG00000138623.9 SEMA7A chr15 74409289 74434467 - -ENSG00000277391.1 MIR6881 chr15 74411357 74411432 - -ENSG00000138629.15 UBL7 chr15 74445977 74461182 - -ENSG00000247240.7 UBL7-AS1 chr15 74461265 74481302 + -ENSG00000260103.2 RP11-10O17.1 chr15 74478070 74490286 - -ENSG00000261775.1 RP11-10O17.3 chr15 74489602 74516959 + -ENSG00000212279.2 SNORD77 chr15 74490959 74491028 - -ENSG00000179361.17 ARID3B chr15 74541177 74598131 + -ENSG00000179335.18 CLK3 chr15 74598500 74645414 + -ENSG00000275527.1 CTD-3154N5.2 chr15 74598919 74599397 - -ENSG00000260919.1 CTD-3154N5.1 chr15 74613194 74615596 - -ENSG00000179151.11 EDC3 chr15 74630558 74696292 - -ENSG00000140465.13 CYP1A1 chr15 74719542 74725610 - -ENSG00000140505.6 CYP1A2 chr15 74748844 74756202 + -ENSG00000103653.16 CSK chr15 74782057 74803198 + -ENSG00000264386.1 MIR4513 chr15 74788672 74788757 - -ENSG00000140506.16 LMAN1L chr15 74812716 74825758 + -ENSG00000261606.5 RP11-414J4.2 chr15 74816223 74831795 + -ENSG00000213578.5 CPLX3 chr15 74826547 74831802 + -ENSG00000140474.12 ULK3 chr15 74836116 74843346 - -ENSG00000275411.1 MIR6882 chr15 74840642 74840707 - -ENSG00000140497.16 SCAMP2 chr15 74843730 74873365 - -ENSG00000178802.17 MPI chr15 74890005 74902219 + -ENSG00000178761.14 FAM219B chr15 74899987 74907121 - -ENSG00000178741.11 COX5A chr15 74919791 74938168 - -ENSG00000178718.6 RPP25 chr15 74954416 74957464 - -ENSG00000198794.11 SCAMP5 chr15 74957219 75021496 + -ENSG00000261813.2 RP11-151H2.3 chr15 74976240 74976573 - -ENSG00000199580.1 Y_RNA chr15 74983274 74983376 - -ENSG00000273798.1 AC015720.1 chr15 75012418 75012484 + -ENSG00000260483.2 RP11-151H2.1 chr15 75022980 75023256 + -ENSG00000138621.11 PPCDC chr15 75023555 75117462 + -ENSG00000260152.2 RP11-69H7.4 chr15 75114261 75114868 + -ENSG00000203411.3 Metazoa_SRP chr15 75120265 75120562 - -ENSG00000252722.1 SCARNA20 chr15 75121536 75121666 - -ENSG00000240366.1 RPL36AP45 chr15 75186651 75186968 - -ENSG00000167173.18 C15orf39 chr15 75195643 75212169 + -ENSG00000261779.1 RP11-69H7.3 chr15 75211301 75212167 - -ENSG00000264950.1 AC113208.1 chr15 75225871 75225971 + -ENSG00000260660.1 RP11-69H7.2 chr15 75226753 75233951 - -ENSG00000260104.1 RP11-817O13.1 chr15 75249232 75249407 - -ENSG00000261205.2 NIFKP4 chr15 75251743 75252934 - -ENSG00000140478.14 GOLGA6D chr15 75258558 75295530 + -ENSG00000167195.7 GOLGA6C chr15 75258599 75270199 + -ENSG00000277295.1 RN7SL489P chr15 75268430 75268652 + -ENSG00000275992.1 RN7SL327P chr15 75292706 75292928 + -ENSG00000260357.1 DNM1P34 chr15 75299953 75302965 - -ENSG00000259790.1 ANP32BP1 chr15 75321397 75322693 - -ENSG00000140365.15 COMMD4 chr15 75335891 75343224 + -ENSG00000275645.1 RP11-817O13.9 chr15 75346744 75347161 - -ENSG00000140398.13 NEIL1 chr15 75346955 75357114 + -ENSG00000207636.1 MIR631 chr15 75353611 75353685 - -ENSG00000140400.14 MAN2C1 chr15 75355207 75368630 - -ENSG00000260274.1 RP11-817O13.8 chr15 75368155 75369584 + -ENSG00000169375.15 SIN3A chr15 75369379 75455842 - -ENSG00000241890.1 RPL13P4 chr15 75388267 75388828 + -ENSG00000261714.2 CTD-2562G15.2 chr15 75415249 75416020 + -ENSG00000276744.1 CTD-2562G15.3 chr15 75452964 75453947 - -ENSG00000169410.9 PTPN9 chr15 75463251 75579289 - -ENSG00000260165.1 CTD-2323K18.3 chr15 75480661 75480836 + -ENSG00000259931.2 CTD-2323K18.2 chr15 75512770 75513040 - -ENSG00000260269.5 CTD-2323K18.1 chr15 75527150 75601205 - -ENSG00000281061.1 Metazoa_SRP chr15 75540933 75541205 + -ENSG00000169371.13 SNUPN chr15 75598083 75626469 - -ENSG00000260235.1 CTD-2026K11.3 chr15 75624793 75625690 + -ENSG00000260206.1 CTD-2026K11.2 chr15 75636139 75639239 + -ENSG00000177971.8 IMP3 chr15 75639085 75648706 - -ENSG00000275454.1 CTD-2026K11.4 chr15 75639760 75640976 + -ENSG00000274515.1 CTD-2026K11.5 chr15 75645020 75645442 + -ENSG00000173548.8 SNX33 chr15 75647906 75662301 + -ENSG00000173546.7 CSPG4 chr15 75674322 75712848 - -ENSG00000260892.1 CTD-2026K11.1 chr15 75676227 75677162 + -ENSG00000203392.3 CTD-2026K11.6 chr15 75678548 75680752 + -ENSG00000182950.2 ODF3L1 chr15 75723977 75727688 + -ENSG00000246877.1 DNM1P35 chr15 75727670 75738623 - -ENSG00000260288.3 RP11-24M17.4 chr15 75737820 75763321 + -ENSG00000260815.3 RP11-24M17.3 chr15 75746769 75747263 + -ENSG00000261043.3 RP11-24M17.6 chr15 75759501 75762405 - -ENSG00000274496.1 MIR4313 chr15 75762215 75762315 - -ENSG00000187812.12 RP11-24M17.5 chr15 75775553 75786898 + -ENSG00000241807.3 RN7SL319P chr15 75785134 75785354 + -ENSG00000261820.1 DNM1P49 chr15 75791470 75792683 - -ENSG00000140367.11 UBE2Q2 chr15 75843285 75901078 + -ENSG00000266308.2 RN7SL510P chr15 75895040 75895302 + -ENSG00000167196.13 FBXO22 chr15 75903859 75942510 + -ENSG00000169752.16 NRG4 chr15 75935969 76059795 - -ENSG00000260685.1 RP11-326L17.1 chr15 75950464 75951144 - -ENSG00000169758.12 C15orf27 chr15 76059837 76229121 + -ENSG00000259422.1 RP11-593F23.1 chr15 76174891 76181486 - -ENSG00000140374.15 ETFA chr15 76215355 76311472 - -ENSG00000196274.5 Metazoa_SRP chr15 76230048 76230390 - -ENSG00000259581.3 TYRO3P chr15 76258986 76261690 - -ENSG00000159556.9 ISL2 chr15 76336724 76342476 + -ENSG00000259514.1 RP11-685G9.2 chr15 76339609 76342063 - -ENSG00000270036.1 RP11-685G9.4 chr15 76343642 76344365 + -ENSG00000140386.12 SCAPER chr15 76347904 76905444 - -ENSG00000261232.2 RP11-331H13.1 chr15 76472099 76472365 + -ENSG00000266449.1 MIR3713 chr15 76586647 76586691 + -ENSG00000201510.1 RN7SKP217 chr15 76736641 76736980 + -ENSG00000117906.13 RCN2 chr15 76931619 76954392 + -ENSG00000243365.3 RN7SL278P chr15 76976915 76977210 - -ENSG00000259565.2 KRT8P23 chr15 76979245 76980451 - -ENSG00000140368.12 PSTPIP1 chr15 76993359 77037332 + -ENSG00000140391.14 TSPAN3 chr15 77041404 77083984 - -ENSG00000259652.1 RP11-797A18.3 chr15 77043680 77045160 + -ENSG00000280730.1 AC090181.1 chr15 77056895 77057021 + -ENSG00000278991.1 RP11-797A18.5 chr15 77063397 77064910 - -ENSG00000269951.1 RP11-797A18.6 chr15 77067654 77068325 - -ENSG00000173517.10 PEAK1 chr15 77100656 77420144 - -ENSG00000259722.2 RP11-94P14.1 chr15 77204578 77205100 + -ENSG00000230459.3 RP11-741G21.1 chr15 77278465 77278774 + -ENSG00000140382.14 HMG20A chr15 77420412 77485607 + -ENSG00000279033.1 RP11-500C12.1 chr15 77484275 77485606 - -ENSG00000259362.2 RP11-307C19.1 chr15 77525540 77534110 + -ENSG00000259420.5 RP11-307C19.2 chr15 77568970 77608888 + -ENSG00000169783.12 LINGO1 chr15 77613027 77820900 - -ENSG00000259666.2 LINGO1-AS1 chr15 77641764 77652288 + -ENSG00000259281.1 LINGO1-AS2 chr15 77660052 77668074 + -ENSG00000280359.1 CTD-2071N1.2 chr15 77784610 77785070 - -ENSG00000259213.1 CTD-2071N1.1 chr15 77787193 77788674 + -ENSG00000260139.6 CSPG4P13 chr15 77894684 77904674 + -ENSG00000260776.5 RP11-114H24.2 chr15 77914217 77926846 - -ENSG00000261244.1 RP11-114H24.7 chr15 77916522 77922019 + -ENSG00000242066.3 RN7SL214P chr15 77916718 77916982 - -ENSG00000214646.8 RP11-114H24.4 chr15 77941442 77944582 - -ENSG00000261403.1 RP11-114H24.3 chr15 77954075 77963654 - -ENSG00000261143.1 ADAMTS7P3 chr15 77976042 77993057 + -ENSG00000167202.11 TBC1D2B chr15 77984036 78077724 - -ENSG00000259792.1 RP11-114H24.6 chr15 77993405 77995289 + -ENSG00000221476.1 MIR1827 chr15 78038531 78038595 + -ENSG00000183476.12 SH2D7 chr15 78077808 78104909 + -ENSG00000199633.1 SNORA63 chr15 78091172 78091297 - -ENSG00000136425.12 CIB2 chr15 78104606 78131544 - -ENSG00000166411.13 IDH3A chr15 78131498 78171949 + -ENSG00000260988.1 RP11-285A1.1 chr15 78141243 78143173 + -ENSG00000103740.9 ACSBG1 chr15 78167468 78245688 - -ENSG00000259708.1 RP11-762H8.3 chr15 78250502 78264156 - -ENSG00000140403.12 DNAJA4 chr15 78264086 78282196 + -ENSG00000140395.8 WDR61 chr15 78277835 78299794 - -ENSG00000272418.1 RP11-762H8.4 chr15 78280950 78282190 - -ENSG00000259562.2 RP11-762H8.2 chr15 78290527 78291221 - -ENSG00000259322.1 RP11-762H8.1 chr15 78293286 78296049 + -ENSG00000277482.1 RP11-762H8.5 chr15 78299701 78299924 + -ENSG00000281816.1 AC090607.1 chr15 78328352 78328461 + -ENSG00000279694.1 RP11-5O23.2 chr15 78339208 78341757 - -ENSG00000166426.7 CRABP1 chr15 78340324 78348230 + -ENSG00000259413.2 RP11-5O23.1 chr15 78382573 78383155 + -ENSG00000136381.12 IREB2 chr15 78437431 78501456 + -ENSG00000259474.1 RP11-650L12.1 chr15 78480057 78481820 - -ENSG00000188266.13 HYKK chr15 78507564 78537372 + -ENSG00000279373.1 RP11-650L12.4 chr15 78537681 78538946 + -ENSG00000041357.15 PSMA4 chr15 78540405 78552419 + -ENSG00000169684.13 CHRNA5 chr15 78565520 78595269 + -ENSG00000261762.1 RP11-650L12.2 chr15 78589123 78591276 - -ENSG00000080644.15 CHRNA3 chr15 78593052 78621295 - -ENSG00000279421.1 RP11-335K5.3 chr15 78599892 78600013 - -ENSG00000117971.11 CHRNB4 chr15 78624119 78727754 - -ENSG00000259555.1 RP11-335K5.2 chr15 78625895 78628193 + -ENSG00000261303.5 RP11-160C18.2 chr15 78660644 78735495 + -ENSG00000213307.4 RPL18P11 chr15 78661047 78661576 - -ENSG00000273512.1 RP11-160C18.5 chr15 78749833 78750107 - -ENSG00000238166.2 RP11-160C18.4 chr15 78752107 78753373 + -ENSG00000136378.14 ADAMTS7 chr15 78759203 78811431 - -ENSG00000185787.14 MORF4L1 chr15 78810487 78898133 + -ENSG00000243711.1 RPL21P116 chr15 78863247 78863729 - -ENSG00000252061.1 RNU6-415P chr15 78898840 78898936 - -ENSG00000279235.1 RP11-16K12.2 chr15 78906127 78906809 + -ENSG00000103811.15 CTSH chr15 78921058 78949574 - -ENSG00000058335.15 RASGRF1 chr15 78959947 79090773 - -ENSG00000177699.4 RP11-16K12.1 chr15 78978889 78985926 + -ENSG00000239022.1 AC069082.1 chr15 79114293 79114359 + -ENSG00000259234.5 ANKRD34C-AS1 chr15 79191707 79283945 - -ENSG00000207695.1 MIR184 chr15 79209788 79209871 + -ENSG00000259419.2 HNRNPCP3 chr15 79236332 79237206 + -ENSG00000235711.4 ANKRD34C chr15 79293285 79298235 + -ENSG00000166557.12 TMED3 chr15 79311062 79427432 + -ENSG00000266543.1 AC027811.1 chr15 79338730 79338814 + -ENSG00000169330.8 KIAA1024 chr15 79432516 79472290 + -ENSG00000259493.2 RP11-621H8.2 chr15 79559256 79560304 - -ENSG00000259208.2 RP11-621H8.1 chr15 79668342 79668816 - -ENSG00000260674.2 RP11-591L14.2 chr15 79743311 79743468 + -ENSG00000213527.5 RP11-591L14.1 chr15 79751689 79752049 - -ENSG00000259229.2 RP11-38G5.3 chr15 79758549 79758762 - -ENSG00000252995.1 RNU6-667P chr15 79817349 79817450 - -ENSG00000259548.1 RP11-38G5.2 chr15 79832466 79833554 - -ENSG00000136371.9 MTHFS chr15 79833585 79897379 - -ENSG00000261229.5 MTHFS chr15 79843547 79897285 - -ENSG00000259332.2 ST20-MTHFS chr15 79845195 79923754 - -ENSG00000279394.1 RP11-81A1.4 chr15 79875920 79878179 - -ENSG00000180953.11 ST20 chr15 79898840 79923702 - -ENSG00000278600.1 RP11-81A1.6 chr15 79920195 79922455 - -ENSG00000259642.2 ST20-AS1 chr15 79922771 79926993 + -ENSG00000259770.2 RP11-81A1.3 chr15 79944498 79945578 + -ENSG00000140379.7 BCL2A1 chr15 79960889 79971446 - -ENSG00000271364.1 RP11-81A1.8 chr15 79984151 79985724 + -ENSG00000279719.1 RP11-81A1.7 chr15 79989905 79990606 + -ENSG00000279705.1 RP11-758M2.1 chr15 80014157 80015707 + -ENSG00000275460.1 Metazoa_SRP chr15 80057425 80057684 - -ENSG00000086666.18 ZFAND6 chr15 80059568 80138393 + -ENSG00000103876.11 FAH chr15 80152490 80186946 + -ENSG00000259967.1 RP11-2E17.2 chr15 80165923 80166980 + -ENSG00000259417.2 LINC01314 chr15 80195484 80252213 - -ENSG00000259361.5 LINC00927 chr15 80263068 80341805 - -ENSG00000259495.2 RP11-210M15.2 chr15 80344853 80403575 - -ENSG00000172379.18 ARNT2 chr15 80404350 80597937 + -ENSG00000258010.3 RP11-210M15.1 chr15 80433795 80445152 - -ENSG00000259175.1 RP11-379K22.2 chr15 80554609 80562944 - -ENSG00000270919.1 RP11-379K22.3 chr15 80580029 80580566 - -ENSG00000266542.1 MIR5572 chr15 80581103 80581239 + -ENSG00000222139.1 RNU6-380P chr15 80663772 80663878 + -ENSG00000136379.11 ABHD17C chr15 80679684 80755621 + -ENSG00000271983.1 RP11-28H5.2 chr15 80693216 80693707 - -ENSG00000103888.15 CEMIP chr15 80779343 80951776 + -ENSG00000208003.1 MIR549A chr15 80841978 80842073 - -ENSG00000259546.1 RP11-351M8.2 chr15 80896190 80948867 - -ENSG00000259649.4 RP11-351M8.1 chr15 80896191 80909777 - -ENSG00000117899.10 MESDC2 chr15 80946289 80989878 - -ENSG00000260619.1 RP11-775C24.3 chr15 80990804 80993258 - -ENSG00000265855.1 MIR4514 chr15 80997417 80997473 - -ENSG00000277782.1 RP11-775C24.5 chr15 80999593 80999981 - -ENSG00000140406.3 MESDC1 chr15 81000944 81005788 + -ENSG00000156206.13 C15orf26 chr15 81007033 81149175 + -ENSG00000279834.1 RP11-775C24.4 chr15 81060953 81063488 + -ENSG00000259461.1 ANP32BP3 chr15 81117635 81118340 - -ENSG00000172349.16 IL16 chr15 81159575 81314058 + -ENSG00000271725.1 RP11-761I4.4 chr15 81303215 81309391 - -ENSG00000172345.13 STARD5 chr15 81309053 81324183 - -ENSG00000259343.5 TMC3-AS1 chr15 81324377 81362037 + -ENSG00000188869.12 TMC3 chr15 81331217 81374213 - -ENSG00000273920.1 RP11-761I4.5 chr15 81335577 81336119 + -ENSG00000278029.1 CTD-2240J17.2 chr15 81392759 81393384 + -ENSG00000278448.1 CTD-2240J17.3 chr15 81393625 81394082 + -ENSG00000275995.1 CTD-2240J17.4 chr15 81403026 81403570 + -ENSG00000259372.2 CTD-2240J17.1 chr15 81410517 81419127 + -ENSG00000259543.1 CTD-2034I4.1 chr15 81427448 81755217 + -ENSG00000259594.5 CTD-2034I4.2 chr15 81554003 81696780 + -ENSG00000259610.1 RP11-499F3.1 chr15 81633887 81642190 - -ENSG00000259692.5 RP11-499F3.2 chr15 81660482 81871125 - -ENSG00000259445.1 RP11-276M12.1 chr15 81953303 81995666 - -ENSG00000259622.1 RP11-597K23.1 chr15 82010212 82010607 - -ENSG00000183496.5 MEX3B chr15 82041778 82046141 - -ENSG00000222521.1 AC026956.1 chr15 82044294 82044376 + -ENSG00000259518.1 LINC01583 chr15 82088594 82097694 + -ENSG00000140598.13 EFTUD1 chr15 82130230 82262763 - -ENSG00000212170.1 RNU1-77P chr15 82174224 82174385 - -ENSG00000188659.9 SAXO2 chr15 82262810 82284930 + -ENSG00000274376.4 ADAMTS7P1 chr15 82298553 82334609 + -ENSG00000278662.4 GOLGA6L10 chr15 82339998 82349475 - -ENSG00000259429.5 UBE2Q2P2 chr15 82355142 82420075 + -ENSG00000237550.5 UBE2Q2P6 chr15 82372196 82372912 - -ENSG00000278202.1 RP11-152F13.8 chr15 82418651 82434235 + -ENSG00000197978.9 GOLGA6L9 chr15 82430018 82439153 + -ENSG00000275695.1 UBE2Q2P6 chr15 82445719 82454837 + -ENSG00000276710.4 CSPG4P10 chr15 82459472 82477258 + -ENSG00000278603.1 RP13-608F4.5 chr15 82472203 82472426 + -ENSG00000255769.7 GOLGA2P10 chr15 82472993 82513950 - -ENSG00000221095.1 AC245033.1 chr15 82477123 82477206 - -ENSG00000277741.4 GOLGA6L17P chr15 82519590 82526412 + -ENSG00000259637.1 DNM1P38 chr15 82531653 82534139 - -ENSG00000182774.10 RPS17 chr15 82536753 82540564 - -ENSG00000260836.1 RP11-152F13.10 chr15 82540032 82555932 - -ENSG00000278013.1 RP11-379H8.1 chr15 82540870 82562374 + -ENSG00000214575.9 CPEB1 chr15 82543201 82648861 - -ENSG00000259462.2 CPEB1-AS1 chr15 82647770 82692820 + -ENSG00000103723.12 AP3B2 chr15 82659281 82709914 - -ENSG00000259707.1 RP11-752G15.4 chr15 82691723 82692358 - -ENSG00000228141.6 AC105339.1 chr15 82710471 82714026 - -ENSG00000259315.1 ACTG1P17 chr15 82725873 82738904 - -ENSG00000266697.1 AC105339.2 chr15 82726550 82726633 - -ENSG00000279758.1 RP11-752G15.10 chr15 82738386 82739122 + -ENSG00000259442.1 RP11-752G15.8 chr15 82744223 82750289 + -ENSG00000250988.7 SNHG21 chr15 82750564 82757206 + -ENSG00000252690.3 SCARNA15 chr15 82752884 82757208 + -ENSG00000186628.12 FSD2 chr15 82755362 82806070 - -ENSG00000277864.1 SCARNA15 chr15 82755945 82756071 + -ENSG00000280933.1 AC105339.3 chr15 82756006 82756069 + -ENSG00000156232.7 WHAMM chr15 82809628 82836108 + -ENSG00000103942.12 HOMER2 chr15 82836946 82986153 - -ENSG00000280753.1 AC044907.1 chr15 82847870 82847998 - -ENSG00000259805.1 RP11-382A20.5 chr15 82925884 83103443 + -ENSG00000169612.3 FAM103A1 chr15 82986207 82991057 + -ENSG00000169609.13 C15orf40 chr15 82988441 83011641 - -ENSG00000260608.1 RP11-382A20.7 chr15 83012661 83061845 + -ENSG00000064726.9 BTBD1 chr15 83016422 83067354 - -ENSG00000273747.1 RP11-90B9.3 chr15 83020115 83020802 + -ENSG00000259767.1 RP11-90B9.2 chr15 83022236 83024336 - -ENSG00000260351.1 RP11-382A20.6 chr15 83022571 83090782 + -ENSG00000259308.3 RP11-382A20.1 chr15 83044368 83044771 + -ENSG00000263643.1 MIR4515 chr15 83067335 83067415 + -ENSG00000136404.15 TM6SF1 chr15 83107407 83144854 + -ENSG00000166503.8 HDGFRP3 chr15 83112738 83208018 - -ENSG00000260579.1 RP11-382A20.2 chr15 83113617 83114566 - -ENSG00000259986.1 RP11-382A20.4 chr15 83179182 83439445 + -ENSG00000169594.12 BNC1 chr15 83255903 83284716 - -ENSG00000140600.16 SH3GL3 chr15 83447228 83618743 + -ENSG00000223180.1 AC087738.1 chr15 83616186 83616258 + -ENSG00000156218.12 ADAMTSL3 chr15 83654086 84039842 + -ENSG00000212374.1 RNU6-401P chr15 83717427 83717522 + -ENSG00000261665.2 TUBAP4 chr15 83739784 83740199 + -ENSG00000200444.1 RNU6-1339P chr15 83824863 83824953 - -ENSG00000274128.1 RP11-342A23.2 chr15 83962176 83962583 + -ENSG00000259609.1 RP11-342A23.1 chr15 84053113 84080097 - -ENSG00000259404.5 EFTUD1P1 chr15 84080168 84126604 + -ENSG00000280038.1 DNM1P41 chr15 84166547 84169896 - -ENSG00000259694.1 RP13-262C2.3 chr15 84171178 84173194 - -ENSG00000259511.1 UBE2Q2L chr15 84172490 84182234 + -ENSG00000259726.1 CSPG4P11 chr15 84186752 84197384 + -ENSG00000225151.10 GOLGA2P7 chr15 84199311 84230136 - -ENSG00000221008.1 AC136698.1 chr15 84204516 84204599 - -ENSG00000278422.1 RN7SL331P chr15 84205454 84205700 - -ENSG00000184206.11 GOLGA6L4 chr15 84235773 84245368 + -ENSG00000259633.1 UBE2Q2P8 chr15 84255913 84256014 + -ENSG00000259683.1 RP11-182J1.14 chr15 84389729 84395903 + -ENSG00000244056.3 RN7SL417P chr15 84394072 84394336 + -ENSG00000259570.1 RP11-671M22.4 chr15 84394512 84395514 + -ENSG00000221247.1 AC243562.1 chr15 84395179 84395262 + -ENSG00000235370.6 DNM1P51 chr15 84398316 84411701 - -ENSG00000272887.1 CSPG4P5 chr15 84401807 84408005 - -ENSG00000259538.1 UBE2Q2P11 chr15 84412773 84421837 - -ENSG00000259774.1 RP11-182J1.13 chr15 84422618 84425882 + -ENSG00000278785.1 Metazoa_SRP chr15 84467901 84468147 + -ENSG00000273531.1 AC243562.2 chr15 84468965 84469048 + -ENSG00000197627.3 UBE2Q2P12 chr15 84491480 84500599 - -ENSG00000259551.1 RP11-182J1.10 chr15 84500378 84502381 + -ENSG00000259302.1 RP11-182J1.11 chr15 84505463 84505495 + -ENSG00000230373.8 GOLGA6L5P chr15 84507885 84516814 - -ENSG00000259244.1 RP11-182J1.12 chr15 84513241 84526949 - -ENSG00000189136.8 UBE2Q2P1 chr15 84526781 84571216 - -ENSG00000259728.5 LINC00933 chr15 84570649 84580175 + -ENSG00000275120.1 RP11-182J1.17 chr15 84599434 84606463 - -ENSG00000176371.13 ZSCAN2 chr15 84600986 84627796 + -ENSG00000256278.1 RP11-182J1.5 chr15 84611689 84614969 - -ENSG00000276278.1 RP11-182J1.3 chr15 84622015 84623237 - -ENSG00000176700.19 SCAND2P chr15 84631451 84647478 + -ENSG00000254414.1 RP11-182J1.1 chr15 84631898 84633987 - -ENSG00000254779.4 EGLN1P1 chr15 84633874 84634635 + -ENSG00000177082.12 WDR73 chr15 84639281 84654343 - -ENSG00000277578.1 Metazoa_SRP chr15 84642487 84642763 - -ENSG00000197696.9 NMB chr15 84655129 84658563 - -ENSG00000140612.13 SEC11A chr15 84669538 84716716 - -ENSG00000259654.1 RP11-245C17.2 chr15 84685884 84686946 + -ENSG00000166716.9 ZNF592 chr15 84748635 84806432 + -ENSG00000259415.1 RP11-7M10.2 chr15 84753122 84754502 + -ENSG00000136383.6 ALPK3 chr15 84816680 84873482 + -ENSG00000200991.1 SNORA25 chr15 84852498 84852615 - -ENSG00000156222.11 SLC28A1 chr15 84884654 84945796 + -ENSG00000207037.1 RNU6-339P chr15 84938416 84938522 - -ENSG00000212388.1 RNU6-796P chr15 84939617 84939723 - -ENSG00000271044.1 RP11-255M6.1 chr15 84940504 84941133 - -ENSG00000073417.14 PDE8A chr15 84980440 85139145 + -ENSG00000259270.1 RP11-561C5.1 chr15 85178628 85178806 - -ENSG00000259449.1 NIFKP8 chr15 85181210 85182083 - -ENSG00000259295.6 CSPG4P12 chr15 85191438 85213905 + -ENSG00000229212.7 RP11-561C5.4 chr15 85205440 85234795 - -ENSG00000221266.1 AC044860.1 chr15 85209115 85209198 - -ENSG00000277582.1 RN7SL428P chr15 85210053 85210299 - -ENSG00000188388.10 GOLGA6L3 chr15 85240472 85247170 + -ENSG00000218052.5 ADAMTS7P4 chr15 85255369 85330334 - -ENSG00000259317.1 RP11-561C5.7 chr15 85272527 85272974 + -ENSG00000170776.19 AKAP13 chr15 85380571 85749358 + -ENSG00000276648.1 MIR7706 chr15 85380596 85380662 + -ENSG00000251891.1 RNU7-79P chr15 85389823 85389884 - -ENSG00000259630.2 CTD-2262B20.1 chr15 85415228 85415633 + -ENSG00000259375.1 RP11-815J21.2 chr15 85579046 85580178 - -ENSG00000259367.1 RP11-815J21.4 chr15 85619623 85670948 - -ENSG00000259276.1 RP11-815J21.3 chr15 85621264 85627689 - -ENSG00000202081.1 RNU6-1280P chr15 85651522 85651628 - -ENSG00000259453.1 RP11-815J21.1 chr15 85701109 85702771 + -ENSG00000259544.1 RP11-158M2.2 chr15 85726115 85727227 - -ENSG00000259407.1 RP11-158M2.3 chr15 85744109 85750281 - -ENSG00000259762.1 RP11-158M2.4 chr15 85750336 85752901 - -ENSG00000259416.2 RP11-158M2.5 chr15 85754941 85756237 - -ENSG00000183655.12 KLHL25 chr15 85759323 85795030 - -ENSG00000221634.1 MIR1276 chr15 85770496 85770578 - -ENSG00000259195.1 RP11-158M2.6 chr15 85770990 85771163 + -ENSG00000252931.1 RNU6-231P chr15 85821855 85821957 + -ENSG00000264406.1 MIR548AP chr15 85825635 85825730 + -ENSG00000259608.1 RP11-23A22.1 chr15 85958717 85958971 - -ENSG00000260758.1 RP11-553E24.3 chr15 86078743 86079792 - -ENSG00000260477.6 LINC01584 chr15 86083345 86116717 - -ENSG00000252964.1 RNA5SP400 chr15 86138269 86138379 - -ENSG00000261077.1 RP11-553E24.1 chr15 86139838 86140240 - -ENSG00000166748.12 AGBL1 chr15 86141996 87029052 + -ENSG00000200206.1 SNORD74 chr15 86173198 86173270 - -ENSG00000260125.1 AGBL1-AS1 chr15 86295649 86317173 - -ENSG00000259734.1 RP11-182L7.1 chr15 86630266 86631136 - -ENSG00000273540.1 RP11-133L19.3 chr15 86914443 86916155 + -ENSG00000281239.1 AC016987.1 chr15 86931559 86931652 - -ENSG00000259636.1 RP11-133L19.2 chr15 86932880 86946331 + -ENSG00000259620.1 RP11-133L19.1 chr15 86938797 86988426 - -ENSG00000259761.1 RP11-138H10.2 chr15 87042054 87047161 + -ENSG00000259560.1 RP11-648K4.2 chr15 87432058 87703852 - -ENSG00000207150.1 RNU6-185P chr15 87474183 87474289 - -ENSG00000259527.2 LINC00052 chr15 87576929 87579866 + -ENSG00000140538.16 NTRK3 chr15 87859751 88256768 - -ENSG00000259183.1 MED28P6 chr15 88143935 88144165 - -ENSG00000260305.1 NTRK3-AS1 chr15 88252730 88271066 + -ENSG00000259494.1 MRPL46 chr15 88459476 88467419 - -ENSG00000173867.8 RP11-97O12.7 chr15 88459717 88512529 - -ENSG00000181991.15 MRPS11 chr15 88467453 88480773 + -ENSG00000279945.1 RP11-97O12.5 chr15 88477871 88478387 - -ENSG00000271997.1 RP11-97O12.6 chr15 88501944 88505787 - -ENSG00000140543.13 DET1 chr15 88511559 88546675 - -ENSG00000259569.2 RP11-97O12.3 chr15 88568287 88568562 + -ENSG00000249487.6 LINC01586 chr15 88585566 88605110 - -ENSG00000221630.2 MIR1179 chr15 88608101 88608211 + -ENSG00000207703.1 MIR7-2 chr15 88611825 88611934 + -ENSG00000181026.14 AEN chr15 88621296 88632282 + -ENSG00000172183.14 ISG20 chr15 88636153 88656483 + -ENSG00000259676.1 RP11-343B18.2 chr15 88797413 88798734 - -ENSG00000157766.15 ACAN chr15 88803443 88875354 + -ENSG00000140511.11 HAPLN3 chr15 88877288 88895626 - -ENSG00000140545.14 MFGE8 chr15 88898683 88913411 - -ENSG00000259350.2 RP11-63A23.2 chr15 88952683 88953460 + -ENSG00000259489.2 KRT18P47 chr15 88960070 88961046 + -ENSG00000265866.1 AC067805.1 chr15 88972401 88972452 - -ENSG00000261549.2 RP11-320A16.1 chr15 88989519 88990245 - -ENSG00000260275.1 RP11-326A19.2 chr15 89037977 89038286 - -ENSG00000260123.1 RP11-326A19.4 chr15 89041223 89082819 + -ENSG00000261407.1 RP11-326A19.3 chr15 89087078 89088267 - -ENSG00000140526.16 ABHD2 chr15 89087459 89202360 + -ENSG00000239151.1 RNU7-195P chr15 89120779 89120840 + -ENSG00000259699.2 HMGB1P8 chr15 89135547 89136495 - -ENSG00000259948.2 RP11-326A19.5 chr15 89201091 89201768 - -ENSG00000140522.11 RLBP1 chr15 89209869 89221751 - -ENSG00000140525.17 FANCI chr15 89243949 89317261 + -ENSG00000140521.11 POLG chr15 89316305 89334861 - -ENSG00000275101.1 MIR6766 chr15 89326739 89326810 - -ENSG00000261441.1 RP11-217B1.2 chr15 89335053 89336161 + -ENSG00000279708.1 CTD-2335A18.2 chr15 89358841 89360377 + -ENSG00000255571.6 LINC00925 chr15 89361579 89398487 + -ENSG00000207819.1 MIR9-3 chr15 89368017 89368106 + -ENSG00000140519.12 RHCG chr15 89471398 89496613 - -ENSG00000259218.5 LINC00928 chr15 89505277 89524034 - -ENSG00000261478.1 RP11-429B14.4 chr15 89508961 89510416 + -ENSG00000259713.1 RP11-429B14.1 chr15 89518523 89591956 + -ENSG00000140534.13 TICRR chr15 89575482 89631056 + -ENSG00000259615.1 RP11-429B14.3 chr15 89579765 89582297 - -ENSG00000166813.14 KIF7 chr15 89608789 89655451 - -ENSG00000166819.11 PLIN1 chr15 89664365 89679427 - -ENSG00000166821.8 PEX11A chr15 89677764 89690783 - -ENSG00000241362.2 RPL36AP43 chr15 89687937 89688243 - -ENSG00000140527.14 WDR93 chr15 89690797 89743638 + -ENSG00000259561.1 RP11-300G22.2 chr15 89704665 89705415 + -ENSG00000206590.1 RNU6-132P chr15 89714232 89714338 + -ENSG00000166823.5 MESP1 chr15 89748661 89751310 - -ENSG00000259441.2 MRPL15P1 chr15 89752296 89753493 + -ENSG00000188095.4 MESP2 chr15 89760591 89778754 + -ENSG00000166825.13 ANPEP chr15 89784889 89815401 - -ENSG00000157823.16 AP3S2 chr15 89830599 89894638 - -ENSG00000250021.7 C15orf38-AP3S2 chr15 89834308 89912882 - -ENSG00000264966.1 MIR5094 chr15 89850637 89850721 - -ENSG00000259677.1 RP11-493E3.1 chr15 89876540 89877285 + -ENSG00000264796.1 MIR5009 chr15 89883931 89884030 - -ENSG00000212420.1 RNU6-1111P chr15 89886485 89886591 - -ENSG00000242498.7 ARPIN chr15 89895006 89912956 - -ENSG00000252645.1 RNU7-111P chr15 89897576 89897637 + -ENSG00000259273.1 RP11-493E3.2 chr15 89936492 89937005 + -ENSG00000280377.1 RP11-493E3.3 chr15 89950760 89951345 + -ENSG00000140548.9 ZNF710 chr15 90001392 90082206 + -ENSG00000265871.1 MIR3174 chr15 90006755 90006841 + -ENSG00000273691.1 RP11-617F23.2 chr15 90024955 90026003 + -ENSG00000259291.2 RP11-617F23.1 chr15 90074512 90082207 - -ENSG00000276376.1 U7 chr15 90076424 90076486 + -ENSG00000182054.9 IDH2 chr15 90083045 90102504 - -ENSG00000259685.2 CTD-2315E11.1 chr15 90102649 90133445 + -ENSG00000185033.14 SEMA4B chr15 90160604 90229679 + -ENSG00000240470.3 RN7SL346P chr15 90166233 90166526 + -ENSG00000225193.5 RPS12P26 chr15 90206572 90206967 + -ENSG00000185043.10 CIB1 chr15 90229975 90234047 - -ENSG00000183208.12 GDPGP1 chr15 90233808 90245811 + -ENSG00000213471.8 TTLL13P chr15 90249530 90265482 + -ENSG00000261147.1 RP11-697E2.6 chr15 90249556 90272208 + -ENSG00000182768.8 NGRN chr15 90265659 90278141 + -ENSG00000275674.1 RP11-697E2.12 chr15 90266317 90314499 + -ENSG00000228998.4 RP11-697E2.7 chr15 90275129 90275716 + -ENSG00000270322.1 RP11-697E2.10 chr15 90281848 90282031 - -ENSG00000275345.1 RP11-697E2.11 chr15 90281858 90282270 + -ENSG00000271396.1 RP11-697E2.9 chr15 90284376 90285580 - -ENSG00000214433.4 GOLGA2P8 chr15 90291962 90295683 + -ENSG00000275803.1 RN7SL736P chr15 90293939 90294207 + -ENSG00000280965.1 AC091167.2 chr15 90294059 90294142 + -ENSG00000221309.1 AC091167.1 chr15 90295041 90295123 + -ENSG00000279980.1 GABARAPL3 chr15 90347587 90349437 + -ENSG00000238244.3 GABARAPL3 chr15 90348844 90349197 - -ENSG00000196391.10 ZNF774 chr15 90352245 90369146 + -ENSG00000259262.1 NDUFA3P4 chr15 90385814 90386063 + -ENSG00000140575.12 IQGAP1 chr15 90388218 90502243 + -ENSG00000259177.1 RP11-154B12.3 chr15 90393490 90397881 - -ENSG00000140577.15 CRTC3 chr15 90529925 90645345 + -ENSG00000259212.1 CTD-3065B20.2 chr15 90595840 90596447 - -ENSG00000259314.1 CTD-3065B20.3 chr15 90604225 90614558 - -ENSG00000259736.1 CRTC3-AS1 chr15 90620007 90717141 - -ENSG00000259746.1 HSPE1P3 chr15 90634725 90635033 + -ENSG00000278370.1 RP11-387D10.4 chr15 90650631 90651103 + -ENSG00000245479.2 LINC01585 chr15 90660234 90664967 + -ENSG00000197299.10 BLM chr15 90717327 90816165 + -ENSG00000200677.1 SNORD18 chr15 90755243 90755312 - -ENSG00000259704.1 CTD-3094K11.1 chr15 90839724 90841378 + -ENSG00000241869.3 RN7SL363P chr15 90855935 90856207 - -ENSG00000140564.10 FURIN chr15 90868592 90883458 + -ENSG00000182511.11 FES chr15 90883695 90895776 + -ENSG00000196547.14 MAN2A2 chr15 90902218 90922584 + -ENSG00000259661.1 AC068831.15 chr15 90920218 90921186 - -ENSG00000184508.10 HDDC3 chr15 90929964 90932569 - -ENSG00000140553.16 UNC45A chr15 90930180 90954093 + -ENSG00000224441.1 AC068831.3 chr15 90932586 90935130 - -ENSG00000258384.1 AC068831.6 chr15 90952239 90955225 - -ENSG00000166965.12 RCCD1 chr15 90954870 90963125 + -ENSG00000198901.13 PRC1 chr15 90966038 90995629 - -ENSG00000258725.1 PRC1-AS1 chr15 90966345 90988624 + -ENSG00000200142.1 Y_RNA chr15 90977208 90977305 - -ENSG00000184056.14 VPS33B chr15 90998416 91022603 - -ENSG00000214432.9 AC068831.10 chr15 91022619 91036611 + -ENSG00000278514.1 AC068831.16 chr15 91022766 91023200 + -ENSG00000258542.1 AC068831.11 chr15 91029888 91029996 + -ENSG00000275929.1 AC068831.17 chr15 91031246 91031691 - -ENSG00000258665.1 AC068831.12 chr15 91031712 91032435 - -ENSG00000185518.11 SV2B chr15 91099950 91301309 + -ENSG00000258551.5 RP11-661P17.1 chr15 91408708 91605211 + -ENSG00000258954.1 RP11-692C24.1 chr15 91532891 91535095 + -ENSG00000258765.1 RP11-692C24.2 chr15 91643017 91649114 - -ENSG00000258540.1 RP11-692C24.3 chr15 91676771 91677060 + -ENSG00000259057.1 CTD-2343P13.1 chr15 91742841 91743955 - -ENSG00000176463.13 SLCO3A1 chr15 91853695 92172435 + -ENSG00000260661.1 RP11-152L20.3 chr15 92148752 92331037 - -ENSG00000258761.1 RP11-24J19.1 chr15 92162798 92172436 - -ENSG00000258726.1 DUXAP6 chr15 92281484 92282084 + -ENSG00000258925.2 NPM1P5 chr15 92285841 92286678 + -ENSG00000140557.11 ST8SIA2 chr15 92393828 92468728 + -ENSG00000239197.1 snoU109 chr15 92417547 92417689 + -ENSG00000258739.1 ENO1P2 chr15 92420860 92422735 + -ENSG00000259170.1 RP11-763K15.1 chr15 92470233 92471546 - -ENSG00000183643.4 C15orf32 chr15 92471654 92501117 + -ENSG00000258647.5 LINC00930 chr15 92567818 92572042 - -ENSG00000258676.4 RP11-386M24.3 chr15 92580829 92600545 + -ENSG00000260337.3 RP11-386M24.6 chr15 92592574 92596462 - -ENSG00000271763.1 RP11-386M24.9 chr15 92602910 92620015 + -ENSG00000185442.12 FAM174B chr15 92617443 92809884 - -ENSG00000259064.2 RP11-386M24.5 chr15 92627073 92627414 + -ENSG00000275965.1 RP11-386M24.10 chr15 92634305 92634665 + -ENSG00000272298.1 RP11-386M24.8 chr15 92699040 92724277 - -ENSG00000253954.3 HMGN1P38 chr15 92711808 92712110 + -ENSG00000258741.3 RP11-386M24.4 chr15 92715710 92734195 - -ENSG00000240484.1 RP11-386M24.1 chr15 92719393 92719740 + -ENSG00000258562.2 CTD-2313J17.3 chr15 92762757 92763750 + -ENSG00000260361.1 CTD-2313J17.5 chr15 92779757 92781492 - -ENSG00000258527.1 ASB9P1 chr15 92795647 92796439 + -ENSG00000258922.1 CTD-2313J17.1 chr15 92805770 92808567 - -ENSG00000274215.1 CTD-2313J17.6 chr15 92808451 92809057 + -ENSG00000275175.1 CTD-2313J17.7 chr15 92819598 92819992 + -ENSG00000272888.5 LINC01578 chr15 92882707 92899701 + -ENSG00000279765.3 RP11-437B10.1 chr15 92883413 92949230 + -ENSG00000173575.18 CHD2 chr15 92900189 93028005 + -ENSG00000264173.1 MIR3175 chr15 92904399 92904475 + -ENSG00000182175.13 RGMA chr15 93035273 93089204 - -ENSG00000258611.2 RP11-368J22.2 chr15 93065586 93066606 - -ENSG00000280076.1 RP11-326A13.2 chr15 93206066 93208048 + -ENSG00000258888.1 RP11-326A13.1 chr15 93257198 93260475 + -ENSG00000212063.1 AC112693.1 chr15 93286235 93286323 - -ENSG00000258971.1 RP11-326A13.3 chr15 93301416 93301647 - -ENSG00000257060.6 RP11-266O8.1 chr15 93312557 93569483 + -ENSG00000258909.1 RP11-164C12.2 chr15 93416850 93422576 - -ENSG00000258787.1 RP11-164C12.1 chr15 93430659 93431217 - -ENSG00000258631.2 RP11-739G5.1 chr15 93589867 93760799 + -ENSG00000258754.7 LINC01579 chr15 93718542 94070820 - -ENSG00000258627.1 RP11-76E17.1 chr15 93825058 93825159 - -ENSG00000259123.1 RP11-76E17.2 chr15 93837611 93852981 - -ENSG00000258476.5 RP11-76E17.3 chr15 93863109 93878356 + -ENSG00000258831.1 RP11-76E17.4 chr15 93882082 93886743 + -ENSG00000222409.1 AC103996.1 chr15 93896912 93897027 - -ENSG00000258785.5 LINC01580 chr15 93900701 93984150 + -ENSG00000259724.1 LINC01581 chr15 93905405 94107938 - -ENSG00000258895.1 CTD-2643K12.1 chr15 94033658 94034177 + -ENSG00000212022.1 AC080032.1 chr15 94081098 94081191 - -ENSG00000258570.1 RP11-452K20.1 chr15 94168349 94168751 + -ENSG00000140563.14 MCTP2 chr15 94231538 94483952 + -ENSG00000258632.2 RP11-354B3.1 chr15 94273496 94274005 + -ENSG00000259331.1 RP11-57P19.1 chr15 94600014 94600821 + -ENSG00000277654.4 RP11-255M2.3 chr15 94841059 95169864 + -ENSG00000260521.2 CTD-2576F9.1 chr15 94855474 94856914 + -ENSG00000270017.1 CTD-2576F9.2 chr15 94855586 94857011 - -ENSG00000258433.1 RP11-255M2.1 chr15 95034384 95035737 - -ENSG00000258773.1 RP11-255M2.2 chr15 95080095 95132859 - -ENSG00000248441.6 LINC01197 chr15 95209099 95327129 - -ENSG00000273923.1 CTD-2536I1.3 chr15 95225326 95225864 - -ENSG00000280304.1 CTD-2536I1.2 chr15 95280753 95284249 - -ENSG00000259134.5 LINC00924 chr15 95433095 95507847 + -ENSG00000258489.3 RP11-398J10.2 chr15 95463592 95493770 - -ENSG00000275016.4 RP11-61O11.1 chr15 95638346 95825451 + -ENSG00000222076.1 RNU2-3P chr15 95745804 95745994 + -ENSG00000275443.1 RP11-759A24.3 chr15 95990582 96300990 + -ENSG00000259348.1 RP11-4G2.1 chr15 96028089 96046930 - -ENSG00000259702.1 RP11-236L14.1 chr15 96049275 96064426 - -ENSG00000273771.1 RP11-236L14.2 chr15 96080713 96084584 - -ENSG00000247809.7 NR2F2-AS1 chr15 96110040 96327361 - -ENSG00000280048.1 RP11-327J17.7 chr15 96112628 96116051 - -ENSG00000277135.1 RP11-327J17.9 chr15 96139472 96140452 - -ENSG00000259359.1 RP11-327J17.2 chr15 96171581 96174339 + -ENSG00000278146.1 RP11-327J17.8 chr15 96230897 96231145 + -ENSG00000259763.1 RP11-327J17.1 chr15 96235785 96236703 + -ENSG00000279645.1 RP11-759A24.1 chr15 96285068 96289265 - -ENSG00000280291.1 RP11-759A24.2 chr15 96294935 96298023 - -ENSG00000185551.12 NR2F2 chr15 96325938 96340263 + -ENSG00000222651.1 MIR1469 chr15 96333261 96333307 + -ENSG00000275322.1 RP11-262A16.1 chr15 96342953 96345651 + -ENSG00000259275.2 RP11-522B15.3 chr15 96354237 96403803 + -ENSG00000259614.2 RP11-522B15.6 chr15 96388214 96389056 - -ENSG00000259542.5 RP11-522B15.4 chr15 96393146 96405189 - -ENSG00000259312.1 RP11-522B15.5 chr15 96438570 96444266 + -ENSG00000250825.1 PGAM1P12 chr15 96441566 96442313 - -ENSG00000242295.1 RP11-522B15.1 chr15 96448154 96448493 + -ENSG00000259534.1 RP11-522B15.7 chr15 96448842 96449749 + -ENSG00000222617.1 RN7SKP254 chr15 96486582 96486891 + -ENSG00000274079.1 Metazoa_SRP chr15 96496180 96496462 - -ENSG00000259340.2 CTD-2027G2.1 chr15 96551381 96551517 + -ENSG00000214424.5 FAM149B1P1 chr15 96756987 96758596 + -ENSG00000259282.5 SPATA8-AS1 chr15 96772005 96783312 - -ENSG00000185594.4 SPATA8 chr15 96783389 96785615 + -ENSG00000223120.1 RN7SKP181 chr15 96842069 96842384 + -ENSG00000215948.1 AC055873.1 chr15 97091262 97091352 - -ENSG00000259403.1 RP11-315L6.1 chr15 97272177 97319288 - -ENSG00000259485.1 CTD-2147F2.1 chr15 97295881 97432094 + -ENSG00000242863.3 RN7SL677P chr15 97353497 97353815 + -ENSG00000259664.2 CTD-2147F2.2 chr15 97370371 97521811 - -ENSG00000251729.1 RNA5SP401 chr15 97472126 97472252 - -ENSG00000279091.1 RP11-461F11.2 chr15 97533738 97541476 - -ENSG00000259582.3 RP11-461F11.3 chr15 97540597 97560702 - -ENSG00000251209.7 LINC00923 chr15 97572185 97874550 - -ENSG00000259870.1 RP11-753A21.2 chr15 97876289 97878386 + -ENSG00000215983.2 AC024651.1 chr15 97895114 97895200 - -ENSG00000140450.8 ARRDC4 chr15 97960698 97973838 + -ENSG00000259478.2 RP11-753A21.1 chr15 97982509 97991142 - -ENSG00000258483.2 AC144835.1 chr15 98003081 98021777 + -ENSG00000259199.1 CTD-2544M6.1 chr15 98046667 98293177 - -ENSG00000222361.1 RNU6-1186P chr15 98074667 98074763 - -ENSG00000259611.1 LINC01582 chr15 98085627 98103712 - -ENSG00000259266.1 RP11-183E24.1 chr15 98118171 98118320 + -ENSG00000259320.1 RP11-183E24.2 chr15 98122563 98131607 - -ENSG00000259041.1 RP11-167B3.1 chr15 98282075 98285907 + -ENSG00000274312.1 RP11-167B3.2 chr15 98319687 98320237 - -ENSG00000277987.1 RP11-167B3.3 chr15 98324273 98327494 - -ENSG00000185087.11 FAM169B chr15 98437162 98514382 - -ENSG00000259507.1 RP11-719C20.1 chr15 98466840 98467412 + -ENSG00000259424.1 RP11-35O15.1 chr15 98646951 98647371 - -ENSG00000140443.13 IGF1R chr15 98648971 98964530 + -ENSG00000278022.1 RP11-35O15.2 chr15 98660210 98660668 + -ENSG00000264480.1 MIR4714 chr15 98784426 98784502 + -ENSG00000259621.1 RP11-654A16.1 chr15 98880659 98893535 - -ENSG00000259475.1 RP11-654A16.3 chr15 98954149 99105824 - -ENSG00000183571.9 PGPEP1L chr15 98968230 99007795 - -ENSG00000278090.1 RP11-6O2.2 chr15 99028538 99031053 + -ENSG00000182253.14 SYNM chr15 99098217 99135593 + -ENSG00000261054.1 RP11-6O2.4 chr15 99128832 99131806 - -ENSG00000103852.12 TTC23 chr15 99136323 99251223 - -ENSG00000261616.1 RP11-6O2.3 chr15 99139317 99145370 + -ENSG00000259921.1 AC022819.3 chr15 99157231 99161140 - -ENSG00000168904.14 LRRC28 chr15 99251362 99390729 + -ENSG00000264771.1 AC022819.1 chr15 99257539 99257670 + -ENSG00000259706.1 HSP90B2P chr15 99257632 99260015 + -ENSG00000259228.1 HNRNPA1P62 chr15 99284625 99285576 - -ENSG00000281635.1 AC022819.2 chr15 99319095 99319623 - -ENSG00000259257.1 RP11-616M17.1 chr15 99337857 99338481 + -ENSG00000259590.1 RP11-20G13.3 chr15 99395179 99396593 - -ENSG00000259760.1 RP11-20G13.2 chr15 99396613 99401315 - -ENSG00000274294.1 RP11-20G13.5 chr15 99416584 99417204 + -ENSG00000259341.1 RP11-20G13.1 chr15 99427009 99431028 - -ENSG00000279846.1 RP11-20G13.4 chr15 99497812 99498375 - -ENSG00000241562.2 RPL7P5 chr15 99551382 99552117 - -ENSG00000068305.17 MEF2A chr15 99565417 99716466 + -ENSG00000201724.1 Y_RNA chr15 99681786 99681877 - -ENSG00000183060.15 LYSMD4 chr15 99715697 99733561 - -ENSG00000221691.1 AC090825.2 chr15 99751719 99751805 + -ENSG00000182397.14 DNM1P46 chr15 99790156 99806927 - -ENSG00000259655.1 CTD-2054N24.1 chr15 99791127 99792847 + -ENSG00000241588.3 RN7SL484P chr15 99791209 99791410 + -ENSG00000221511.1 AC090825.1 chr15 99792297 99792379 + -ENSG00000259363.5 CTD-2054N24.2 chr15 99807023 99877148 + -ENSG00000254744.3 CTD-3076O17.1 chr15 99970215 99974010 + -ENSG00000140470.13 ADAMTS17 chr15 99971589 100342005 - -ENSG00000259219.1 CTD-3076O17.2 chr15 99976481 99980774 + -ENSG00000252957.1 RNA5SP402 chr15 100074081 100074190 - -ENSG00000259356.1 RP11-90E5.1 chr15 100126106 100129743 + -ENSG00000189419.6 SPATA41 chr15 100344457 100349655 - -ENSG00000259430.1 CERS3-AS1 chr15 100372939 100437914 + -ENSG00000154227.13 CERS3 chr15 100400395 100544995 - -ENSG00000270127.2 RP11-526I2.5 chr15 100547765 100550153 - -ENSG00000251819.1 RNU6-322P chr15 100551820 100551922 - -ENSG00000259205.2 PRKXP1 chr15 100553529 100558954 - -ENSG00000259540.1 RP11-526I2.1 chr15 100558677 100559798 + -ENSG00000140471.16 LINS chr15 100559369 100603230 - -ENSG00000200095.1 RNU6-181P chr15 100560686 100560792 - -ENSG00000183475.12 ASB7 chr15 100602534 100651705 + -ENSG00000212306.1 Y_RNA chr15 100638363 100638457 + -ENSG00000259381.2 RP11-192M23.1 chr15 100645434 100646655 - -ENSG00000259579.1 RP11-66B24.5 chr15 100716249 100828497 + -ENSG00000279588.1 AC087762.1 chr15 100783470 100785235 - -ENSG00000259586.1 RP11-66B24.3 chr15 100846604 100846767 - -ENSG00000232386.9 RP11-66B24.2 chr15 100849561 100861756 + -ENSG00000272808.2 RP11-66B24.7 chr15 100849831 100865457 + -ENSG00000259604.5 RP11-66B24.1 chr15 100861843 100874369 + -ENSG00000272639.1 RP11-66B24.8 chr15 100861924 100885329 + -ENSG00000184254.16 ALDH1A3 chr15 100877714 100916626 + -ENSG00000278456.1 RP11-66B24.9 chr15 100888472 100889106 - -ENSG00000259583.2 RP11-66B24.4 chr15 100892859 100919283 - -ENSG00000154237.12 LRRK1 chr15 100919215 101078254 + -ENSG00000259376.1 RP11-505E24.3 chr15 101043716 101049456 - -ENSG00000259755.1 RP11-505E24.2 chr15 101050732 101086066 - -ENSG00000259365.1 RP11-424I19.1 chr15 101116603 101117546 + -ENSG00000259182.5 RP11-424I19.2 chr15 101168530 101170821 + -ENSG00000131873.5 CHSY1 chr15 101175723 101251932 - -ENSG00000131871.14 VIMP chr15 101270817 101277500 - -ENSG00000131876.16 SNRPA1 chr15 101281510 101295282 - -ENSG00000259172.1 RP11-299G20.2 chr15 101295419 101305737 + -ENSG00000140479.16 PCSK6 chr15 101297142 101525202 - -ENSG00000279970.1 RP11-299G20.5 chr15 101299656 101301648 - -ENSG00000259764.1 PCSK6-AS1 chr15 101334437 101337428 + -ENSG00000274139.1 RP11-14C10.3 chr15 101495052 101495567 - -ENSG00000277210.3 RP11-14C10.4 chr15 101522597 101524739 - -ENSG00000282793.1 RP11-14C10.4 chr15 101527581 101528349 - -ENSG00000259464.2 SNRPCP18 chr15 101562536 101562974 + -ENSG00000259695.2 RP11-14C10.2 chr15 101580893 101581556 - -ENSG00000273585.1 RP11-14C10.5 chr15 101613676 101614339 - -ENSG00000184277.12 TM2D3 chr15 101621444 101652391 - -ENSG00000252614.1 RNU6-807P chr15 101648206 101648312 - -ENSG00000185418.15 TARSL2 chr15 101653598 101724604 - -ENSG00000259658.3 RP11-89K11.1 chr15 101737099 101745710 - -ENSG00000259660.2 DNM1P47 chr15 101751032 101794302 + -ENSG00000259236.1 GOLGA8VP chr15 101771758 101781989 - -ENSG00000277814.1 AC107977.2 chr15 101772300 101772381 - -ENSG00000240927.3 RN7SL209P chr15 101773238 101773513 - -ENSG00000274913.1 AC107977.1 chr15 101775463 101775531 - -ENSG00000184140.5 OR4F6 chr15 101805699 101806686 + -ENSG00000182854.6 OR4F15 chr15 101805720 101819147 + -ENSG00000232459.1 OR4F14P chr15 101828741 101829679 + -ENSG00000214344.4 OR4F13P chr15 101842119 101850324 + -ENSG00000257109.3 OR4F28P chr15 101875964 101876901 + -ENSG00000259454.1 WBP1LP5 chr15 101887354 101887767 - -ENSG00000259646.1 AC140725.7 chr15 101903154 101903204 + -ENSG00000177693.3 OR4F4 chr15 101922042 101923095 - -ENSG00000183909.5 OR4G2P chr15 101926805 101927707 - -ENSG00000275771.1 AC140725.8 chr15 101937591 101938470 - -ENSG00000248893.3 FAM138E chr15 101954885 101956412 + -ENSG00000259553.3 AC140725.4 chr15 101959848 101961408 - -ENSG00000275690.1 MIR1302-9 chr15 101960459 101960596 - -ENSG00000185596.16 WASH3P chr15 101961603 101976543 + -ENSG00000275449.1 MIR6859-3 chr15 101973524 101973591 + -ENSG00000248472.8 DDX11L9 chr15 101976558 101979093 - -ENSG00000233614.6 DDX11L10 chr16 11555 14090 + -ENSG00000234769.7 WASH4P chr16 14381 18068 - -ENSG00000278739.1 MIR6859-4 chr16 17052 17119 - -ENSG00000260803.1 Z84812.4 chr16 17514 35195 - -ENSG00000231439.4 WASIR2 chr16 22910 25123 + -ENSG00000226942.2 IL9RP3 chr16 29336 38321 - -ENSG00000161980.5 POLR3K chr16 46407 53628 - -ENSG00000281807.1 Metazoa_SRP chr16 47735 48007 + -ENSG00000161981.10 SNRNP25 chr16 53010 57669 + -ENSG00000007384.15 RHBDF1 chr16 58059 76355 - -ENSG00000278995.1 Z69720.3 chr16 74683 74961 + -ENSG00000103152.11 MPG chr16 77007 85853 + -ENSG00000103148.15 NPRL3 chr16 84271 138860 - -ENSG00000269482.1 Z69720.2 chr16 90631 91102 + -ENSG00000228779.1 Z69666.2 chr16 125737 127219 + -ENSG00000130656.4 HBZ chr16 152687 154503 + -ENSG00000206177.6 HBM chr16 153892 166768 + -ENSG00000206178.2 HBZP1 chr16 163122 165156 + -ENSG00000225323.1 Z84721.4 chr16 168679 169334 + -ENSG00000188536.12 HBA2 chr16 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-ENSG00000230428.1 RP1-196A12.1 chr16 451404 453461 + -ENSG00000277142.1 LINC00235 chr16 525155 527407 - -ENSG00000103326.10 CAPN15 chr16 527717 554636 + -ENSG00000266124.1 MIR5587 chr16 535316 535368 + -ENSG00000266235.1 MIR3176 chr16 543277 543366 + -ENSG00000261691.1 LA16c-366D1.3 chr16 547185 553847 - -ENSG00000161992.5 PRR35 chr16 560422 565528 + -ENSG00000007541.14 PIGQ chr16 566995 584136 + -ENSG00000257108.1 NHLRC4 chr16 566996 569495 + -ENSG00000197562.9 RAB40C chr16 589357 629272 + -ENSG00000127578.6 WFIKKN1 chr16 629239 634116 + -ENSG00000130731.15 C16orf13 chr16 634427 636366 - -ENSG00000172366.19 FAM195A chr16 636817 648474 + -ENSG00000102854.14 MSLN chr16 643262 768865 + -ENSG00000228201.1 AL022341.3 chr16 648473 649200 - -ENSG00000161996.17 WDR90 chr16 649311 667833 + -ENSG00000262528.2 LA16c-349E10.1 chr16 654611 656194 - -ENSG00000140983.13 RHOT2 chr16 668086 674174 + -ENSG00000103269.13 RHBDL1 chr16 675666 678268 + -ENSG00000260394.2 LA16c-313D11.9 chr16 678504 679777 - -ENSG00000279441.1 LA16c-313D11.13 chr16 678645 679061 + -ENSG00000103266.10 STUB1 chr16 680224 682870 + -ENSG00000161999.11 JMJD8 chr16 681671 684528 - -ENSG00000127580.15 WDR24 chr16 684622 690444 - -ENSG00000261659.2 LA16c-313D11.12 chr16 689001 692554 + -ENSG00000127585.11 FBXL16 chr16 692498 705829 - -ENSG00000279255.1 LA16c-380A1.2 chr16 707650 709067 + -ENSG00000259840.1 LA16c-380A1.1 chr16 710746 711277 - -ENSG00000103260.8 METRN chr16 715115 719655 + -ENSG00000103254.9 FAM173A chr16 720581 722601 + -ENSG00000162004.16 CCDC78 chr16 722582 726954 - -ENSG00000103253.17 HAGHL chr16 726936 735525 + -ENSG00000103245.13 NARFL chr16 729753 741329 - -ENSG00000279136.1 LA16c-335H7.2 chr16 769119 769443 - -ENSG00000162006.9 MSLNL chr16 769428 783370 - -ENSG00000207579.1 MIR662 chr16 770183 770277 + -ENSG00000007376.7 RPUSD1 chr16 784974 788397 - -ENSG00000127586.16 CHTF18 chr16 788046 800737 + -ENSG00000127588.4 GNG13 chr16 798041 800733 - -ENSG00000167945.1 PRR25 chr16 805443 813861 + -ENSG00000275438.1 LA16c-360A4.1 chr16 848525 849065 - -ENSG00000103227.18 LMF1 chr16 853634 981318 - -ENSG00000260022.1 LA16c-306A4.1 chr16 883780 885090 + -ENSG00000260316.2 LA16c-306A4.2 chr16 898967 905224 - -ENSG00000260439.1 LMF1-AS1 chr16 921033 934495 + -ENSG00000276931.1 RP11-161M6.6 chr16 968375 969012 - -ENSG00000260807.6 RP11-161M6.2 chr16 975761 981596 - -ENSG00000005513.9 SOX8 chr16 981808 986979 + -ENSG00000260496.3 RP11-161M6.3 chr16 991151 1000926 - -ENSG00000261713.6 SSTR5-AS1 chr16 1064093 1078731 - -ENSG00000261720.1 RP11-161M6.5 chr16 1065240 1066502 + -ENSG00000162009.8 SSTR5 chr16 1078781 1080142 + -ENSG00000184471.7 C1QTNF8 chr16 1090005 1096244 - -ENSG00000260702.2 LA16c-349E11.1 chr16 1103280 1105461 - -ENSG00000260532.1 LA16c-381G6.1 chr16 1111627 1113399 + -ENSG00000273551.1 RP11-616M22.11 chr16 1148224 1148754 - -ENSG00000196557.10 CACNA1H chr16 1153241 1221771 + -ENSG00000260403.1 RP11-616M22.1 chr16 1156976 1157974 - -ENSG00000259910.1 RP11-616M22.2 chr16 1159548 1160176 - -ENSG00000261294.1 RP11-616M22.3 chr16 1206560 1207124 - -ENSG00000116176.6 TPSG1 chr16 1221651 1225257 - -ENSG00000277010.1 RP11-616M22.12 chr16 1223639 1224143 + -ENSG00000197253.13 TPSB2 chr16 1227272 1230184 - -ENSG00000172236.16 TPSAB1 chr16 1240696 1242554 + -ENSG00000095917.13 TPSD1 chr16 1256059 1258998 + -ENSG00000260182.1 RP11-616M22.5 chr16 1257339 1258074 + -ENSG00000196364.9 PRSS29P chr16 1260952 1263845 - -ENSG00000261564.1 RP11-616M22.10 chr16 1273751 1276522 - -ENSG00000260991.2 RP11-616M22.9 chr16 1280161 1280544 - -ENSG00000260284.1 TPSP2 chr16 1286351 1288837 - -ENSG00000260710.1 RP11-616M22.7 chr16 1294551 1299166 - -ENSG00000274751.1 LA16c-358B7.4 chr16 1305547 1309413 - -ENSG00000103275.18 UBE2I chr16 1308880 1327018 + -ENSG00000261505.1 LA16c-358B7.3 chr16 1317891 1322845 - -ENSG00000219274.1 RPS20P2 chr16 1329078 1329777 + -ENSG00000007516.13 BAIAP3 chr16 1333601 1349441 + -ENSG00000007520.3 TSR3 chr16 1349240 1351911 - -ENSG00000090581.9 GNPTG chr16 1351923 1364113 + -ENSG00000260425.1 LA16c-316G12.2 chr16 1358900 1361405 - -ENSG00000059145.18 UNKL chr16 1363205 1414751 - -ENSG00000265529.1 AL031721.1 chr16 1379289 1379423 - -ENSG00000260132.1 LA16c-312E8.2 chr16 1408834 1412248 + -ENSG00000174109.4 C16orf91 chr16 1419744 1420800 - -ENSG00000197599.12 CCDC154 chr16 1434383 1444556 - -ENSG00000279930.1 LA16c-312E8.4 chr16 1437154 1439315 + -ENSG00000103249.17 CLCN7 chr16 1444934 1475580 - -ENSG00000261641.2 LA16c-390E6.5 chr16 1445343 1446519 + -ENSG00000260051.1 LA16c-390E6.4 chr16 1451760 1452653 + -ENSG00000261430.1 LA16c-390E6.3 chr16 1467673 1472684 - -ENSG00000219027.2 RPS3AP2 chr16 1477830 1478583 + -ENSG00000251692.7 PTX4 chr16 1485886 1488981 - -ENSG00000100726.14 TELO2 chr16 1493344 1510457 + -ENSG00000187535.13 IFT140 chr16 1510427 1612110 - -ENSG00000260646.1 LA16c-385E7.1 chr16 1512979 1514675 + -ENSG00000131634.13 TMEM204 chr16 1528688 1555580 + -ENSG00000280062.1 LA16c-380F5.1 chr16 1530715 1533301 + -ENSG00000280231.1 LA16c-380F5.3 chr16 1553655 1554130 - -ENSG00000280327.1 LA16c-313F4.1 chr16 1576716 1578371 - -ENSG00000260954.1 LA16c-425C2.1 chr16 1579242 1580308 - -ENSG00000260989.1 LA16c-395F10.2 chr16 1580527 1610328 + -ENSG00000007545.15 CRAMP1L chr16 1612325 1677908 + -ENSG00000226890.1 LA16c-395F10.1 chr16 1625628 1626160 - -ENSG00000261732.1 LA16c-431H6.6 chr16 1632259 1686715 + -ENSG00000206053.12 HN1L chr16 1678256 1702280 + -ENSG00000278987.1 LA16c-431H6.7 chr16 1688355 1690536 + -ENSG00000138834.12 MAPK8IP3 chr16 1706183 1770317 + -ENSG00000275092.1 LA16c-329F2.2 chr16 1707252 1707973 + -ENSG00000261399.1 LA16c-329F2.1 chr16 1713527 1714208 - -ENSG00000265820.1 MIR3177 chr16 1734985 1735066 + -ENSG00000261207.1 LA16c-361A3.3 chr16 1751559 1752262 - -ENSG00000103024.7 NME3 chr16 1770286 1771730 - -ENSG00000074071.13 MRPS34 chr16 1771890 1773155 - -ENSG00000197774.12 EME2 chr16 1773207 1781708 + -ENSG00000162032.15 SPSB3 chr16 1776712 1793700 - -ENSG00000095906.16 NUBP2 chr16 1782901 1789191 + -ENSG00000099769.5 IGFALS chr16 1790413 1794971 - -ENSG00000063854.12 HAGH chr16 1795620 1827194 - -ENSG00000180185.11 FAHD1 chr16 1826941 1840207 + -ENSG00000162039.14 MEIOB chr16 1833983 1884294 - -ENSG00000260541.1 LA16c-429E7.1 chr16 1841020 1843547 - -ENSG00000281219.2 LINC00254 chr16 1878285 1884233 - -ENSG00000259947.1 XX-DJ76P10__A.2 chr16 1889114 1890434 + -ENSG00000162040.6 HS3ST6 chr16 1911463 1918440 - -ENSG00000198736.11 MSRB1 chr16 1938210 1943326 - -ENSG00000140986.7 RPL3L chr16 1943974 1957606 - -ENSG00000140990.14 NDUFB10 chr16 1959508 1961975 + -ENSG00000140988.15 RPS2 chr16 1962052 1964860 - -ENSG00000206811.1 SNORA10 chr16 1962334 1962466 - -ENSG00000207405.1 SNORA64 chr16 1962973 1963106 - -ENSG00000255513.1 AC005363.9 chr16 1963745 1964095 - -ENSG00000255198.4 SNHG9 chr16 1964959 1965509 + -ENSG00000273587.1 SNORA78 chr16 1965184 1965310 + -ENSG00000179580.9 RNF151 chr16 1966823 1968975 + -ENSG00000277602.1 AC005363.11 chr16 1971655 1971896 - -ENSG00000183751.14 TBL3 chr16 1972037 1982933 + -ENSG00000196408.11 NOXO1 chr16 1978917 1984192 - -ENSG00000127554.12 GFER chr16 1984207 1987749 + -ENSG00000261790.1 AC005606.14 chr16 1984877 1990357 - -ENSG00000127561.14 SYNGR3 chr16 1989660 1994275 + -ENSG00000260107.1 AC005606.15 chr16 1997654 1998374 + -ENSG00000167962.12 ZNF598 chr16 1997654 2009823 - -ENSG00000183971.5 NPW chr16 2009926 2020755 + -ENSG00000265386.2 RN7SL219P chr16 2013181 2013476 + -ENSG00000065054.13 SLC9A3R2 chr16 2025356 2039026 + -ENSG00000065057.7 NTHL1 chr16 2039815 2047866 - -ENSG00000103197.16 TSC2 chr16 2047465 2088720 + -ENSG00000008710.17 PKD1 chr16 2088710 2135898 - -ENSG00000221656.1 MIR1225 chr16 2090195 2090284 - -ENSG00000259933.6 RP11-304L19.1 chr16 2091436 2095433 + -ENSG00000261123.1 RP11-304L19.3 chr16 2094830 2097026 - -ENSG00000276783.1 AC009065.3 chr16 2102257 2102316 - -ENSG00000273879.1 MIR6511B1 chr16 2106669 2106753 - -ENSG00000261240.1 RP11-304L19.4 chr16 2112335 2113342 + -ENSG00000260447.1 RP11-304L19.2 chr16 2119207 2120248 + -ENSG00000200059.1 Y_RNA chr16 2131851 2131950 + -ENSG00000265867.1 MIR4516 chr16 2133119 2133204 + -ENSG00000264397.1 MIR3180-5 chr16 2135977 2136129 - -ENSG00000167964.12 RAB26 chr16 2140803 2154165 + -ENSG00000260260.1 SNHG19 chr16 2154797 2155358 - -ENSG00000206630.1 SNORD60 chr16 2155023 2155105 - -ENSG00000281010.1 snoR1 chr16 2155025 2155104 - -ENSG00000131653.12 TRAF7 chr16 2155698 2178129 + -ENSG00000167971.15 CASKIN1 chr16 2177180 2196525 - -ENSG00000167965.17 MLST8 chr16 2204248 2209416 + -ENSG00000252958.1 AC009065.2 chr16 2205030 2205136 - -ENSG00000182685.7 BRICD5 chr16 2209253 2211950 - -ENSG00000261532.1 RP11-304L19.8 chr16 2211997 2212863 + -ENSG00000184207.8 PGP chr16 2211997 2214807 - -ENSG00000167967.15 E4F1 chr16 2223566 2235742 + -ENSG00000259780.3 RP11-304L19.12 chr16 2235689 2236913 - -ENSG00000167968.12 DNASE1L2 chr16 2235816 2238711 + -ENSG00000167969.12 ECI1 chr16 2239395 2252300 - -ENSG00000261663.1 RP11-304L19.11 chr16 2240487 2241818 + -ENSG00000205937.11 RNPS1 chr16 2253116 2268412 - -ENSG00000279473.1 AC009065.4 chr16 2253737 2262342 + -ENSG00000207715.1 AC009065.1 chr16 2267787 2267880 - -ENSG00000260778.3 RP11-304L19.13 chr16 2268155 2273418 + -ENSG00000266643.1 MIR3677 chr16 2270713 2270772 + -ENSG00000274753.1 MIR940 chr16 2271737 2271846 + -ENSG00000264004.1 MIR4717 chr16 2274620 2274691 + -ENSG00000167972.13 ABCA3 chr16 2275881 2340746 - -ENSG00000243445.1 RP11-715J22.1 chr16 2332313 2332732 - -ENSG00000238098.8 ABCA17P chr16 2339150 2426699 + -ENSG00000162063.12 CCNF chr16 2429394 2458854 + -ENSG00000260095.1 RP11-715J22.3 chr16 2452581 2452977 - -ENSG00000260874.5 RP11-715J22.4 chr16 2456252 2459979 - -ENSG00000162062.14 C16orf59 chr16 2460080 2464963 + -ENSG00000274805.1 MIR6768 chr16 2463967 2464038 + -ENSG00000259895.1 RP11-715J22.2 chr16 2464950 2468213 - -ENSG00000162068.1 NTN3 chr16 2471499 2474145 + -ENSG00000162065.11 TBC1D24 chr16 2475118 2505734 + -ENSG00000260293.2 RP11-715J22.6 chr16 2476558 2482173 + -ENSG00000260272.1 RP11-20I23.1 chr16 2496032 2520218 + -ENSG00000185883.10 ATP6V0C chr16 2513726 2520223 + -ENSG00000259784.1 RP11-20I23.3 chr16 2513965 2527955 + -ENSG00000279520.1 RP11-20I23.2 chr16 2516658 2517999 + -ENSG00000162066.14 AMDHD2 chr16 2520357 2531422 + -ENSG00000205923.3 CEMP1 chr16 2530035 2531417 - -ENSG00000266232.1 MIR3178 chr16 2531922 2532005 - -ENSG00000140992.18 PDPK1 chr16 2537964 2603188 + -ENSG00000261613.2 RP11-20I23.13 chr16 2554060 2556060 - -ENSG00000261288.1 RP11-20I23.11 chr16 2554975 2556105 + -ENSG00000269937.1 RP11-20I23.8 chr16 2561471 2565096 - -ENSG00000261140.1 RP11-20I23.6 chr16 2569043 2571936 - -ENSG00000260436.1 RP11-20I23.7 chr16 2571570 2572353 - -ENSG00000279568.1 RP11-20I23.5 chr16 2575628 2577373 - -ENSG00000280402.1 RP11-20I23.10 chr16 2578395 2579963 + -ENSG00000279162.1 CTD-3126B10.2 chr16 2592514 2594563 + -ENSG00000261093.1 CTD-3126B10.1 chr16 2597881 2599718 - -ENSG00000215154.6 AC141586.5 chr16 2603350 2630494 + -ENSG00000205918.9 PDPK2P chr16 2616121 2643296 - -ENSG00000279057.1 CTD-3126B10.5 chr16 2620222 2621794 - -ENSG00000260176.1 CTD-3126B10.4 chr16 2644084 2645214 - -ENSG00000260565.6 CTD-2270P14.1 chr16 2660349 2673444 - -ENSG00000167977.8 KCTD5 chr16 2682475 2709030 + -ENSG00000279901.1 CTD-2270P14.2 chr16 2683106 2684764 + -ENSG00000172382.9 PRSS27 chr16 2712418 2720551 - -ENSG00000222055.1 AC092117.1 chr16 2713019 2713100 + -ENSG00000205913.6 SRRM2-AS1 chr16 2737076 2752600 - -ENSG00000167978.16 SRRM2 chr16 2752329 2772538 + -ENSG00000265864.1 AC092117.2 chr16 2769872 2769949 + -ENSG00000103363.14 TCEB2 chr16 2771414 2777297 - -ENSG00000276791.1 CTD-2270P14.5 chr16 2777319 2780568 + -ENSG00000103355.12 PRSS33 chr16 2783953 2787948 - -ENSG00000221719.1 SNORA3 chr16 2796408 2796532 - -ENSG00000215148.7 PRSS41 chr16 2798485 2805132 + -ENSG00000007038.10 PRSS21 chr16 2817180 2826304 + -ENSG00000262154.1 EIF1P4 chr16 2822659 2822993 - -ENSG00000162078.11 ZG16B chr16 2830169 2839585 + -ENSG00000172460.14 PRSS30P chr16 2839568 2842744 - -ENSG00000005001.9 PRSS22 chr16 2852727 2858170 - -ENSG00000263325.1 LA16c-325D7.1 chr16 2857898 2859726 + -ENSG00000263280.1 LA16c-325D7.2 chr16 2866348 2867618 - -ENSG00000162076.12 FLYWCH2 chr16 2883186 2899382 + -ENSG00000059122.16 FLYWCH1 chr16 2911937 2951208 + -ENSG00000262959.2 RPL23AP86 chr16 2922662 2923202 - -ENSG00000262482.1 LA16c-321D4.2 chr16 2939714 2954276 - -ENSG00000131650.13 KREMEN2 chr16 2963944 2968383 + -ENSG00000127564.16 PKMYT1 chr16 2968024 2980539 - -ENSG00000162073.13 PAQR4 chr16 2969245 2973489 + -ENSG00000274367.1 LA16c-380H5.6 chr16 2981175 2981591 - -ENSG00000270168.2 LA16c-380H5.3 chr16 2988256 3002016 + -ENSG00000262152.6 LA16c-380H5.1 chr16 2988961 2994509 + -ENSG00000262362.1 LA16c-380H5.2 chr16 3003431 3005101 - -ENSG00000272079.2 LA16c-380H5.5 chr16 3006120 3007388 + -ENSG00000213937.3 CLDN9 chr16 3012456 3014505 + -ENSG00000184697.6 CLDN6 chr16 3014712 3020071 - -ENSG00000006327.13 TNFRSF12A chr16 3018445 3022383 + -ENSG00000103145.10 HCFC1R1 chr16 3022620 3024286 - -ENSG00000131652.13 THOC6 chr16 3024027 3027755 + -ENSG00000162069.14 CCDC64B chr16 3027682 3036926 - -ENSG00000205890.3 RP11-473M20.5 chr16 3032481 3039133 + -ENSG00000008516.16 MMP25 chr16 3046681 3060726 + -ENSG00000261971.6 MMP25-AS1 chr16 3051096 3059370 - -ENSG00000008517.16 IL32 chr16 3065297 3082192 + -ENSG00000252561.1 RNU1-125P chr16 3069523 3069651 + -ENSG00000262370.5 RP11-473M20.9 chr16 3076911 3087100 - -ENSG00000200204.1 RNU1-22P chr16 3086143 3086300 + -ENSG00000130182.7 ZSCAN10 chr16 3088890 3099317 - -ENSG00000263011.1 RP11-473M20.11 chr16 3106764 3109576 + -ENSG00000263214.1 ZNF205-AS1 chr16 3110460 3115598 - -ENSG00000122386.10 ZNF205 chr16 3112560 3120517 + -ENSG00000263072.5 ZNF213-AS1 chr16 3116042 3134882 - -ENSG00000085644.13 ZNF213 chr16 3129777 3142805 + -ENSG00000228146.6 CASP16 chr16 3144219 3149963 + -ENSG00000261889.1 RP11-473M20.16 chr16 3156736 3157483 - -ENSG00000262521.1 AJ003147.8 chr16 3181233 3184018 - -ENSG00000262668.1 AJ003147.9 chr16 3188212 3224779 + -ENSG00000168124.2 OR1F1 chr16 3204247 3205188 + -ENSG00000203581.7 OR1F2P chr16 3215611 3216543 + -ENSG00000010539.11 ZNF200 chr16 3222325 3236221 - -ENSG00000103313.11 MEFV chr16 3242028 3256627 - -ENSG00000281005.1 LINC00921 chr16 3263743 3267567 + -ENSG00000006194.9 ZNF263 chr16 3263800 3301401 + -ENSG00000279330.1 AJ003147.11 chr16 3273609 3275807 + -ENSG00000279031.1 LA16c-360H6.1 chr16 3292879 3293403 + -ENSG00000140993.10 TIGD7 chr16 3298832 3305729 - -ENSG00000162086.14 ZNF75A chr16 3305406 3318852 + -ENSG00000262899.1 LA16c-360H6.3 chr16 3307573 3308393 - -ENSG00000262554.1 LA16c-360H6.2 chr16 3308609 3308816 + -ENSG00000262316.1 RP11-433P17.1 chr16 3323192 3323925 - -ENSG00000168158.3 OR2C1 chr16 3355889 3357294 + -ENSG00000262621.4 LA16c-306E5.2 chr16 3365099 3479550 + -ENSG00000262118.1 RP11-433P17.3 chr16 3367719 3369246 - -ENSG00000263177.1 RP11-433P17.2 chr16 3369957 3370906 - -ENSG00000232196.3 MTRNR2L4 chr16 3370979 3372740 - -ENSG00000140987.19 ZSCAN32 chr16 3382081 3401065 - -ENSG00000103343.12 ZNF174 chr16 3401235 3409370 + -ENSG00000167981.5 ZNF597 chr16 3432422 3443542 - -ENSG00000122390.17 NAA60 chr16 3443611 3486963 + -ENSG00000263212.2 LA16c-306E5.3 chr16 3458071 3515564 + -ENSG00000273776.1 MIR6126 chr16 3485381 3485469 - -ENSG00000215131.10 C16orf90 chr16 3493484 3495480 - -ENSG00000240311.1 LA16c-306E5.1 chr16 3496201 3496768 + -ENSG00000103351.12 CLUAP1 chr16 3500924 3539048 + -ENSG00000278942.1 LA16c-390H2.1 chr16 3533429 3534258 - -ENSG00000167984.16 NLRC3 chr16 3539033 3577400 - -ENSG00000262312.2 LA16c-390H2.4 chr16 3542739 3545785 + -ENSG00000261938.1 RP11-461A8.1 chr16 3581181 3583266 + -ENSG00000188827.10 SLX4 chr16 3581181 3611598 - -ENSG00000213918.10 DNASE1 chr16 3611728 3680143 + -ENSG00000263235.1 RP11-461A8.4 chr16 3650636 3651703 - -ENSG00000126602.10 TRAP1 chr16 3651639 3717597 - -ENSG00000276754.1 RP11-461A8.5 chr16 3686998 3687380 + -ENSG00000005339.12 CREBBP chr16 3725054 3880726 - -ENSG00000262516.1 RP11-95J11.1 chr16 3840528 3841010 + -ENSG00000262888.1 RP11-462G12.2 chr16 3931217 3946305 - -ENSG00000262185.1 RP11-462G12.1 chr16 3947609 3950444 - -ENSG00000162104.9 ADCY9 chr16 3953387 4116185 - -ENSG00000263159.1 RP11-462G12.4 chr16 4032012 4032936 + -ENSG00000262471.1 RP11-95P2.4 chr16 4130555 4130820 + -ENSG00000263105.1 RP11-95P2.3 chr16 4180117 4183515 - -ENSG00000185739.13 SRL chr16 4189374 4242080 - -ENSG00000262468.5 LINC01569 chr16 4245825 4253789 - -ENSG00000090447.11 TFAP4 chr16 4257186 4273075 - -ENSG00000126603.8 GLIS2 chr16 4314761 4339597 + -ENSG00000262686.1 GLIS2-AS1 chr16 4324667 4328340 - -ENSG00000217930.7 PAM16 chr16 4331549 4355607 - -ENSG00000262712.1 RP11-295D4.1 chr16 4335870 4337818 - -ENSG00000103426.12 CORO7-PAM16 chr16 4340251 4420494 - -ENSG00000280063.1 RP11-295D4.3 chr16 4346694 4348648 - -ENSG00000262246.5 CORO7 chr16 4354542 4425705 - -ENSG00000168140.4 VASN chr16 4371848 4383528 + -ENSG00000103423.13 DNAJA3 chr16 4425805 4456775 + -ENSG00000277170.1 RP11-295D4.4 chr16 4426902 4427380 + -ENSG00000277440.1 RP11-295D4.5 chr16 4430522 4431103 + -ENSG00000275515.1 RP11-295D4.7 chr16 4433202 4433387 - -ENSG00000153406.13 NMRAL1 chr16 4461680 4495763 - -ENSG00000103415.11 HMOX2 chr16 4474690 4510347 + -ENSG00000089486.16 CDIP1 chr16 4510675 4538828 - -ENSG00000278434.1 RP11-709D24.8 chr16 4532216 4533670 - -ENSG00000205832.7 C16orf96 chr16 4556490 4600714 + -ENSG00000261789.1 RP11-709D24.5 chr16 4560001 4561662 - -ENSG00000261612.1 SUB1P3 chr16 4562814 4563128 - -ENSG00000153443.12 UBALD1 chr16 4608883 4615027 - -ENSG00000102858.12 MGRN1 chr16 4616493 4690974 + -ENSG00000263955.2 RN7SL850P chr16 4633591 4633881 - -ENSG00000261442.1 RP11-709D24.6 chr16 4634329 4640623 - -ENSG00000278700.1 Metazoa_SRP chr16 4658851 4659151 + -ENSG00000276641.1 MIR6769A chr16 4671318 4671390 + -ENSG00000168101.14 NUDT16L1 chr16 4693694 4695859 + -ENSG00000168096.14 ANKS3 chr16 4696510 4734378 - -ENSG00000266994.1 RP11-127I20.7 chr16 4730115 4752565 - -ENSG00000166246.13 C16orf71 chr16 4734272 4749396 + -ENSG00000103199.13 ZNF500 chr16 4748239 4767624 - -ENSG00000276096.1 Metazoa_SRP chr16 4756338 4756633 + -ENSG00000140623.13 SEPT12 chr16 4777669 4788521 - -ENSG00000267795.5 SMIM22 chr16 4788397 4796491 + -ENSG00000267077.1 RP11-127I20.5 chr16 4795265 4796532 - -ENSG00000067836.12 ROGDI chr16 4796968 4802950 - -ENSG00000140632.16 GLYR1 chr16 4803203 4847342 - -ENSG00000275056.1 RP11-127I20.8 chr16 4839244 4840334 - -ENSG00000118900.14 UBN1 chr16 4846665 4882360 + -ENSG00000118898.15 PPL chr16 4882507 4960741 - -ENSG00000281522.1 Y_RNA chr16 4951773 4951891 - -ENSG00000103184.11 SEC14L5 chr16 4958317 5019158 + -ENSG00000267072.2 RP11-165E7.1 chr16 5010909 5043999 + -ENSG00000103174.11 NAGPA chr16 5024844 5034141 - -ENSG00000033011.11 ALG1 chr16 5033960 5087379 + -ENSG00000153446.15 C16orf89 chr16 5044122 5066110 - -ENSG00000260882.1 RP11-10K17.3 chr16 5078168 5078605 - -ENSG00000118894.14 EEF2KMT chr16 5084304 5097808 - -ENSG00000267070.1 RP11-10K17.6 chr16 5098739 5142595 + -ENSG00000273963.1 ENPP7P14 chr16 5110793 5148685 - -ENSG00000260431.2 RP11-382N13.6 chr16 5207088 5207439 + -ENSG00000261811.1 RP11-382N13.2 chr16 5215394 5220594 - -ENSG00000279877.1 RP11-420N3.3 chr16 5239802 6776014 + -ENSG00000260411.4 RP11-420N3.2 chr16 5239815 5600151 + -ENSG00000260817.2 RP11-382N13.4 chr16 5260686 5261043 - -ENSG00000221809.1 AC074051.1 chr16 5263223 5263371 - -ENSG00000242278.1 RP11-382N13.1 chr16 5270174 5270954 + -ENSG00000267182.1 SNRPCP20 chr16 5289200 5289409 - -ENSG00000261007.2 RP11-382N13.3 chr16 5365797 5366688 + -ENSG00000275398.1 AC074051.2 chr16 5369821 5369915 - -ENSG00000260338.1 LINC01570 chr16 5601169 5616196 - -ENSG00000273648.1 MIR8065 chr16 5632467 5632566 + -ENSG00000221257.1 AC012175.1 chr16 5760687 5760788 - -ENSG00000270440.1 RP11-19H6.1 chr16 5838131 5838661 - -ENSG00000078328.19 RBFOX1 chr16 6019094 7713338 + -ENSG00000280000.1 RP11-509E10.3 chr16 6037210 6038977 + -ENSG00000257180.1 RP11-509E10.1 chr16 6056975 6092954 + -ENSG00000260835.1 RP11-468I15.1 chr16 6573767 6577359 + -ENSG00000278975.1 RP11-185J20.1 chr16 6703883 6705558 + -ENSG00000259963.1 RP11-185J20.2 chr16 6721786 6721960 + -ENSG00000252080.1 RNU7-99P chr16 6748908 6748969 + -ENSG00000200869.1 RNU6-457P chr16 6873899 6874005 + -ENSG00000212189.1 RNU6-328P chr16 7004007 7004112 - -ENSG00000240419.1 RP11-545E8.1 chr16 7126293 7126639 - -ENSG00000261198.1 RP11-26O3.1 chr16 7614230 7614992 - -ENSG00000252138.1 SNORA40 chr16 7726841 7726951 - -ENSG00000260289.1 CTD-2535I10.1 chr16 7888489 7894395 - -ENSG00000222109.1 AC093515.1 chr16 7899338 7899431 - -ENSG00000260003.1 RP11-279O17.2 chr16 8276263 8295700 - -ENSG00000261319.1 RP11-279O17.1 chr16 8298492 8299772 + -ENSG00000264844.1 AC018767.1 chr16 8309539 8309657 - -ENSG00000260058.1 RP11-279O17.3 chr16 8309962 8357860 + -ENSG00000259819.1 RP11-568A19.1 chr16 8369864 8376276 + -ENSG00000260379.1 RP11-483K5.2 chr16 8508069 8508585 + -ENSG00000261066.1 RP11-483K5.3 chr16 8526549 8532013 - -ENSG00000232258.6 TMEM114 chr16 8537605 8590193 - -ENSG00000067365.14 METTL22 chr16 8621683 8649654 + -ENSG00000279357.1 RP11-475D10.4 chr16 8666762 8667271 + -ENSG00000183044.11 ABAT chr16 8674565 8784575 + -ENSG00000243954.3 RN7SL743P chr16 8683254 8683551 + -ENSG00000281170.1 AC007224.1 chr16 8683461 8683543 + -ENSG00000238417.1 RNU7-63P chr16 8705456 8705517 - -ENSG00000260764.1 RP11-475D10.5 chr16 8731416 8731559 - -ENSG00000184857.7 TMEM186 chr16 8780384 8797648 - -ENSG00000140650.11 PMM2 chr16 8788823 8849331 + -ENSG00000260350.1 RP11-152P23.2 chr16 8847650 8848724 - -ENSG00000260276.2 RP11-77H9.2 chr16 8848105 8860456 + -ENSG00000153048.10 CARHSP1 chr16 8852942 8869012 - -ENSG00000259939.1 RP11-77H9.5 chr16 8853312 8854347 + -ENSG00000261481.1 RP11-77H9.6 chr16 8869251 8870032 + -ENSG00000187555.14 USP7 chr16 8892094 8964514 - -ENSG00000260979.1 RP11-77H9.8 chr16 8962706 8966990 + -ENSG00000261392.1 RP11-473I1.6 chr16 9068554 9072412 + -ENSG00000182831.11 C16orf72 chr16 9091648 9121640 + -ENSG00000263244.2 RP11-473I1.9 chr16 9104848 9113181 + -ENSG00000260349.1 RP11-473I1.5 chr16 9105834 9107174 - -ENSG00000220793.5 RPL21P119 chr16 9156402 9156881 - -ENSG00000261617.1 RP11-243A14.1 chr16 9355588 9408093 + -ENSG00000261397.1 LINC01177 chr16 9441294 9444985 - -ENSG00000261075.1 LINC01195 chr16 9446010 9455505 - -ENSG00000260071.1 RP11-418I22.2 chr16 9466655 9517564 + -ENSG00000200468.1 RNA5SP403 chr16 9564390 9564497 - -ENSG00000252927.1 RNA5SP404 chr16 9600097 9600228 + -ENSG00000260362.1 RP11-297M9.1 chr16 9666885 9676843 - -ENSG00000183454.13 GRIN2A chr16 9753404 10182754 - -ENSG00000275533.1 AC026423.1 chr16 9955461 9955563 - -ENSG00000261810.1 RP11-895K13.2 chr16 10033684 10037297 + -ENSG00000261647.1 IMPDH1P11 chr16 10111382 10112885 + -ENSG00000266439.2 RN7SL493P chr16 10221775 10222073 - -ENSG00000166669.13 ATF7IP2 chr16 10326434 10483638 + -ENSG00000260756.1 RP11-609N14.1 chr16 10351440 10352752 - -ENSG00000279662.1 RP11-609N14.4 chr16 10445309 10449747 - -ENSG00000199482.1 RNU6-633P chr16 10496272 10496374 + -ENSG00000260468.1 LINC01290 chr16 10514842 10528202 - -ENSG00000213853.9 EMP2 chr16 10528422 10580698 - -ENSG00000256013.1 RP11-27M24.1 chr16 10529440 10532082 + -ENSG00000260310.1 RP11-27M24.2 chr16 10576499 10578183 - -ENSG00000153060.7 TEKT5 chr16 10627501 10694945 - -ENSG00000263279.1 RP11-109M19.1 chr16 10691273 10692973 + -ENSG00000263241.1 RP11-109M19.4 chr16 10718633 10719762 - -ENSG00000262107.1 RP11-109M19.5 chr16 10719833 10720015 + -ENSG00000261904.1 RP11-109M19.3 chr16 10720015 10721464 - -ENSG00000262322.1 RP11-109M19.2 chr16 10721698 10723068 - -ENSG00000262259.1 CTD-2318B16.4 chr16 10723065 10723355 - -ENSG00000263196.1 CTD-2318B16.3 chr16 10723424 10723766 - -ENSG00000262158.1 CTD-2318B16.2 chr16 10723836 10724617 - -ENSG00000262381.1 CTD-2318B16.1 chr16 10724620 10725296 - -ENSG00000103274.10 NUBP1 chr16 10743786 10769351 + -ENSG00000166676.14 TVP23A chr16 10760919 10818794 - -ENSG00000262488.1 RP11-876N24.1 chr16 10840384 10841544 - -ENSG00000262151.1 RP11-876N24.2 chr16 10864914 10888752 - -ENSG00000179583.17 CIITA chr16 10877198 10932281 + -ENSG00000182108.9 DEXI chr16 10928891 10942460 - -ENSG00000280153.1 RP11-876N24.3 chr16 10933903 10936280 + -ENSG00000275673.1 RP11-876N24.7 chr16 10934258 10934887 - -ENSG00000263013.1 RP11-876N24.5 chr16 10938886 10940044 - -ENSG00000262222.1 RP11-876N24.4 chr16 10940719 10943021 + -ENSG00000038532.14 CLEC16A chr16 10944488 11182189 + -ENSG00000229917.2 RPL7P46 chr16 11027024 11027763 + -ENSG00000274038.1 RP11-66H6.4 chr16 11056556 11057034 + -ENSG00000262020.1 RP11-66H6.3 chr16 11066496 11071102 - -ENSG00000263033.2 RP11-396B14.2 chr16 11196177 11224969 + -ENSG00000263179.1 HNRNPCP4 chr16 11242653 11243552 + -ENSG00000175643.8 RMI2 chr16 11249619 11351762 + -ENSG00000185338.4 SOCS1 chr16 11254405 11256179 - -ENSG00000178279.3 TNP2 chr16 11267748 11269533 - -ENSG00000178257.3 PRM3 chr16 11273218 11273641 - -ENSG00000212228.1 SNORA48 chr16 11274113 11274236 - -ENSG00000122304.10 PRM2 chr16 11275639 11276480 - -ENSG00000175646.3 PRM1 chr16 11280836 11281350 - -ENSG00000221801.1 MIR548H2 chr16 11306440 11306527 - -ENSG00000199668.1 Y_RNA chr16 11315067 11315178 + -ENSG00000263080.1 RP11-485G7.5 chr16 11341809 11345211 - -ENSG00000280717.1 AC009121.2 chr16 11345483 11345560 - -ENSG00000262703.1 RP11-485G7.6 chr16 11348143 11349321 - -ENSG00000238774.1 AC009121.1 chr16 11348727 11348796 + -ENSG00000188897.8 CTD-3088G3.8 chr16 11359845 11523588 - -ENSG00000262636.1 CTD-3088G3.4 chr16 11380859 11381118 - -ENSG00000262999.1 CTD-3088G3.6 chr16 11465260 11473174 + -ENSG00000189067.12 LITAF chr16 11547722 11636381 - -ENSG00000184602.5 SNN chr16 11668414 11679159 + -ENSG00000153066.12 TXNDC11 chr16 11679080 11742878 - -ENSG00000262420.3 RP11-490O6.2 chr16 11741910 11744506 + -ENSG00000122299.11 ZC3H7A chr16 11750586 11797267 - -ENSG00000274505.1 Metazoa_SRP chr16 11753666 11753948 - -ENSG00000277369.1 RP11-486I11.2 chr16 11797468 11798275 + -ENSG00000262117.5 BCAR4 chr16 11819829 11828845 - -ENSG00000171490.12 RSL1D1 chr16 11833850 11851585 - -ENSG00000263307.1 RP11-166B2.8 chr16 11851649 11895611 + -ENSG00000103342.12 GSPT1 chr16 11868128 11916082 - -ENSG00000261560.1 RP11-166B2.3 chr16 11881075 11882569 - -ENSG00000260318.1 COX6CP1 chr16 11903923 11904137 - -ENSG00000261216.1 RP11-166B2.5 chr16 11908208 11908916 + -ENSG00000266163.1 AC007216.1 chr16 11915661 11915738 - -ENSG00000277458.1 RP11-166B2.9 chr16 11926199 11926307 + -ENSG00000234719.8 RP11-166B2.1 chr16 11927373 11976643 - -ENSG00000048462.10 TNFRSF17 chr16 11965107 11968068 + -ENSG00000260224.1 UBL5P4 chr16 11968508 11968743 - -ENSG00000048471.13 SNX29 chr16 11976737 12574289 + -ENSG00000260488.1 RP11-166B2.7 chr16 11976851 11977850 - -ENSG00000241641.1 RPS23P6 chr16 12081237 12081902 + -ENSG00000175604.2 RP11-276H1.3 chr16 12086746 12090302 - -ENSG00000261293.1 RP11-276H1.2 chr16 12093627 12095307 - -ENSG00000238685.1 ACA64 chr16 12297197 12297323 - -ENSG00000261394.1 RP11-165M1.3 chr16 12366982 12372582 - -ENSG00000260723.1 RP11-165M1.2 chr16 12372812 12373899 + -ENSG00000278979.1 RP11-165M1.1 chr16 12374355 12376032 + -ENSG00000260601.1 RP11-552C15.1 chr16 12545482 12546684 + -ENSG00000259876.1 CTD-3037G24.4 chr16 12556353 12557694 - -ENSG00000259899.1 CTD-3037G24.3 chr16 12560756 12611044 - -ENSG00000274834.1 CTD-3037G24.5 chr16 12614451 12614852 + -ENSG00000103381.11 CPPED1 chr16 12659799 12804017 - -ENSG00000264733.1 MIR4718 chr16 12720321 12720371 + -ENSG00000260378.1 CTD-2583P5.1 chr16 12745873 12757835 + -ENSG00000261158.1 CTD-2583P5.3 chr16 12759282 12761162 + -ENSG00000199474.1 SNORA27 chr16 12842487 12842610 - -ENSG00000241932.1 RP11-14K2.1 chr16 12881170 12881493 + -ENSG00000237515.7 SHISA9 chr16 12901620 13240413 + -ENSG00000263984.1 AC092380.1 chr16 13043472 13043576 + -ENSG00000262116.1 AC009134.1 chr16 13197606 13204907 - -ENSG00000262801.5 U91319.1 chr16 13246316 13562918 + -ENSG00000262011.1 AC003009.1 chr16 13331368 13332583 - -ENSG00000262235.2 TMF1P1 chr16 13458326 13458698 + -ENSG00000262267.5 U95743.1 chr16 13730137 13779760 - -ENSG00000175595.14 ERCC4 chr16 13920157 13952345 + -ENSG00000242307.1 RPS26P52 chr16 13922332 13922679 - -ENSG00000262732.1 CTD-2135D7.2 chr16 13930677 13935635 - -ENSG00000263234.1 CTD-2135D7.3 chr16 13953155 13954825 + -ENSG00000262097.1 CTD-2135D7.5 chr16 14009280 14016016 - -ENSG00000261856.1 CTD-2135D7.4 chr16 14018880 14021077 - -ENSG00000186260.16 MKL2 chr16 14071321 14266773 + -ENSG00000276564.1 CTA-276F8.1 chr16 14150833 14153235 + -ENSG00000262529.1 CTA-276F8.2 chr16 14191820 14200277 - -ENSG00000262470.2 TVP23CP2 chr16 14200357 14200979 + -ENSG00000201075.2 Y_RNA chr16 14275508 14275600 + -ENSG00000262454.1 RP11-65J21.3 chr16 14302288 14326353 + -ENSG00000207639.1 MIR193B chr16 14303967 14304049 + -ENSG00000199130.2 MIR365A chr16 14309270 14309380 + -ENSG00000260009.1 RP11-65J21.1 chr16 14363109 14370266 - -ENSG00000263257.1 RP11-65J21.4 chr16 14408039 14418872 - -ENSG00000140694.16 PARN chr16 14435701 14632728 - -ENSG00000242430.3 RN7SL274P chr16 14601823 14602094 - -ENSG00000103429.10 BFAR chr16 14632815 14669236 + -ENSG00000238964.1 RNU7-125P chr16 14643788 14643849 + -ENSG00000069764.9 PLA2G10 chr16 14672545 14694669 - -ENSG00000261523.1 RP11-82O18.2 chr16 14695567 14707055 - -ENSG00000224712.10 NPIPA3 chr16 14708944 14952073 + -ENSG00000254609.1 RP11-719K4.3 chr16 14727282 14733347 - -ENSG00000261695.1 RP11-719K4.6 chr16 14734685 14746177 - -ENSG00000254852.8 NPIPA2 chr16 14748066 14765413 + -ENSG00000183426.15 NPIPA1 chr16 14750813 14952060 + -ENSG00000255037.1 RP11-680G24.1 chr16 14766402 14770075 - -ENSG00000255277.3 ABCC6P2 chr16 14820792 14824702 - -ENSG00000103512.14 NOMO1 chr16 14833681 14896160 + -ENSG00000270734.1 RP11-719K4.7 chr16 14862380 14862749 - -ENSG00000257264.3 MIR3179-1 chr16 14901499 14902174 + -ENSG00000274301.1 MIR3179-1 chr16 14901508 14901591 + -ENSG00000263918.1 MIR3670-1 chr16 14907717 14907781 + -ENSG00000258354.1 MIR3180-1 chr16 14909887 14911345 - -ENSG00000265537.1 MIR3180-1 chr16 14911220 14911313 + -ENSG00000183458.13 RP11-958N24.1 chr16 14911551 14935708 + -ENSG00000207425.1 Y_RNA chr16 14915457 14915556 - -ENSG00000275259.1 MIR6511A1 chr16 14925937 14926003 + -ENSG00000278265.1 MIR6770-1 chr16 14930820 14930879 + -ENSG00000273804.1 RP11-680G24.7 chr16 14953012 14953120 - -ENSG00000179889.18 PDXDC1 chr16 14974591 15139339 + -ENSG00000261819.1 RP11-680G24.4 chr16 14988259 14990160 - -ENSG00000238728.1 MIR1972-1 chr16 15010321 15010397 - -ENSG00000275910.1 RP11-680G24.6 chr16 15015828 15016390 - -ENSG00000157045.8 NTAN1 chr16 15037853 15056079 - -ENSG00000085721.12 RRN3 chr16 15060022 15094317 - -ENSG00000260735.1 RP11-72I8.1 chr16 15094411 15109197 + -ENSG00000188599.17 NPIPP1 chr16 15104312 15123498 - -ENSG00000270580.5 PKD1P6 chr16 15104723 15131601 - -ENSG00000250251.6 PKD1P6 chr16 15125242 15154564 - -ENSG00000277652.1 AC139256.1 chr16 15130078 15130137 - -ENSG00000275105.1 MIR6511B2 chr16 15134066 15134150 - -ENSG00000207294.1 Y_RNA chr16 15150697 15150796 + -ENSG00000264115.1 MIR3180-4 chr16 15154850 15155002 - -ENSG00000257391.1 MIR3180-4 chr16 15154903 15157020 + -ENSG00000264182.1 AC126763.1 chr16 15158457 15158521 - -ENSG00000277770.1 RP11-72I8.2 chr16 15358978 15362674 + -ENSG00000183793.13 NPIPA5 chr16 15363624 15381047 - -ENSG00000156968.8 MPV17L chr16 15395754 15413268 + -ENSG00000261130.5 RP11-1021N1.1 chr16 15395754 15515348 + -ENSG00000166780.10 C16orf45 chr16 15434295 15625028 + -ENSG00000166783.19 KIAA0430 chr16 15594386 15643166 - -ENSG00000257769.1 CTB-193M12.1 chr16 15608474 15610563 + -ENSG00000275184.1 MIR6506 chr16 15611030 15611095 - -ENSG00000072864.12 NDE1 chr16 15643267 15726353 + -ENSG00000272213.2 MIR484 chr16 15643281 15643390 + -ENSG00000262380.1 CTB-193M12.3 chr16 15683290 15684570 + -ENSG00000280206.1 CTB-193M12.5 chr16 15701237 15702118 + -ENSG00000133392.16 MYH11 chr16 15703135 15857033 - -ENSG00000263335.1 AF001548.5 chr16 15726674 15732993 + -ENSG00000263065.1 AF001548.6 chr16 15741151 15741791 + -ENSG00000280429.1 AF001548.3 chr16 15790975 15792717 - -ENSG00000133393.12 FOPNL chr16 15865720 15888625 - -ENSG00000206778.1 RNU6-213P chr16 15877163 15877266 - -ENSG00000262171.1 CTA-972D3.2 chr16 15885029 15886158 + -ENSG00000215003.4 RPL15P20 chr16 15931697 15932294 - -ENSG00000103222.18 ABCC1 chr16 15949577 16143074 + -ENSG00000241067.2 RPL17P40 chr16 16094192 16095209 - -ENSG00000091262.14 ABCC6 chr16 16148928 16223522 - -ENSG00000262332.1 RP11-517A5.7 chr16 16223027 16224261 + -ENSG00000103226.17 NOMO3 chr16 16232495 16294814 + -ENSG00000263029.1 RP11-517A5.6 chr16 16260866 16261235 - -ENSG00000262848.1 RP11-517A5.5 chr16 16290135 16292242 - -ENSG00000257381.3 MIR3179-2 chr16 16300159 16300242 + -ENSG00000264722.1 MIR3670-2 chr16 16306370 16306434 + -ENSG00000257366.1 MIR3180-2 chr16 16308542 16310000 - -ENSG00000265373.1 MIR3180-2 chr16 16309875 16309968 + -ENSG00000244257.5 PKD1P1 chr16 16310341 16334190 + -ENSG00000206706.1 Y_RNA chr16 16314112 16314211 - -ENSG00000183889.12 NPIPA5 chr16 16317444 16350590 + -ENSG00000278221.1 MIR6511A2 chr16 16324588 16324654 + -ENSG00000277698.1 MIR6770-2 chr16 16329305 16329364 + -ENSG00000277920.1 RP11-958N24.4 chr16 16351545 16351653 - -ENSG00000227827.3 RP11-958N24.2 chr16 16356224 16377507 + -ENSG00000276311.1 MIR6511A3 chr16 16368876 16368942 + -ENSG00000277330.1 AC138969.1 chr16 16372604 16372663 + -ENSG00000214967.5 NPIPA7 chr16 16379055 16393954 + -ENSG00000261181.1 RP11-467M13.2 chr16 16394912 16398594 - -ENSG00000261362.1 RP11-467M13.3 chr16 16541217 16541847 - -ENSG00000260126.1 RP11-14N9.2 chr16 16658227 16664135 + -ENSG00000280488.1 AC092326.1 chr16 16709402 16709528 - -ENSG00000279729.1 RP11-14N9.1 chr16 16760905 16762465 + -ENSG00000261748.1 RP11-419L9.1 chr16 16952502 16953468 - -ENSG00000279490.1 CTD-2576D5.1 chr16 17082295 17085049 - -ENSG00000260675.1 CTD-2576D5.3 chr16 17094351 17094927 - -ENSG00000260405.1 CTD-2576D5.2 chr16 17096202 17096421 - -ENSG00000103489.11 XYLT1 chr16 17101769 17470881 - -ENSG00000261448.1 CTD-2576D5.4 chr16 17134504 17138736 + -ENSG00000279410.1 RP11-1102P22.3 chr16 17192863 17194232 - -ENSG00000279415.1 RP11-1102P22.1 chr16 17227023 17228000 - -ENSG00000279620.1 RP11-1102P22.2 chr16 17249674 17251395 - -ENSG00000275927.1 RP11-567P19.1 chr16 17445825 17446380 - -ENSG00000260945.1 RP11-916L7.1 chr16 17540331 17540985 - -ENSG00000261555.1 CTD-3229J4.1 chr16 17825252 17826906 + -ENSG00000228071.4 RPL7P47 chr16 17932720 17933275 + -ENSG00000259929.5 CTA-481E9.4 chr16 17933189 18151595 - -ENSG00000280283.1 CTA-481E9.2 chr16 17961597 17962370 + -ENSG00000260242.1 CTA-481E9.3 chr16 18002806 18173063 - -ENSG00000260933.1 RP11-164A6.1 chr16 18170356 18170959 + -ENSG00000278994.1 CTD-2036A2.1 chr16 18201501 18201956 + -ENSG00000281558.1 AC126755.3 chr16 18263636 18263756 - -ENSG00000276484.1 RP11-1212A22.7 chr16 18313294 18316984 + -ENSG00000214940.8 NPIPA8 chr16 18317942 18336736 - -ENSG00000205746.9 RP11-1212A22.1 chr16 18334400 18352476 - -ENSG00000275085.1 AC126755.1 chr16 18339244 18339303 - -ENSG00000273613.1 MIR6511A4 chr16 18344013 18344079 - -ENSG00000277647.1 RP11-1212A22.8 chr16 18357026 18357136 + -ENSG00000233024.7 RP11-1212A22.4 chr16 18358086 18379331 - -ENSG00000254681.6 PKD1P5 chr16 18374521 18401940 - -ENSG00000275391.1 MIR6770-3 chr16 18379351 18379410 - -ENSG00000278675.1 AC126755.2 chr16 18383230 18383314 - -ENSG00000206927.1 Y_RNA chr16 18397937 18398036 + -ENSG00000257563.1 MIR3180-3 chr16 18402146 18403604 + -ENSG00000266291.1 MIR3180-3 chr16 18402178 18402271 - -ENSG00000265776.1 MIR3670-3 chr16 18405698 18405762 - -ENSG00000257527.1 MIR3179-3 chr16 18411309 18411851 - -ENSG00000266454.1 MIR3179-3 chr16 18411894 18411977 - -ENSG00000185164.14 NOMO2 chr16 18417325 18562211 - -ENSG00000274025.1 MIR3670-4 chr16 18488301 18488365 - -ENSG00000277014.1 MIR3179-4 chr16 18494493 18494576 - -ENSG00000262974.1 RP11-457I16.4 chr16 18533418 18533817 + -ENSG00000260550.2 RP11-457I16.2 chr16 18570448 18571683 - -ENSG00000256340.8 ABCC6P1 chr16 18571162 18598328 + -ENSG00000281585.1 AC138811.1 chr16 18649699 18649825 + -ENSG00000134419.15 RPS15A chr16 18781295 18790383 - -ENSG00000260342.2 RP11-1035H13.3 chr16 18788063 18801519 - -ENSG00000170540.14 ARL6IP1 chr16 18791667 18801678 - -ENSG00000260017.1 RP11-1035H13.2 chr16 18803083 18812181 + -ENSG00000157106.16 SMG1 chr16 18804853 18926454 - -ENSG00000260352.1 CTD-2288F12.1 chr16 18926863 18937043 + -ENSG00000265515.1 AC092287.1 chr16 18930196 18930282 - -ENSG00000170537.12 TMC7 chr16 18983934 19063942 + -ENSG00000207167.1 RNU6-1340P chr16 19012157 19012263 + -ENSG00000261465.6 RP11-626G11.5 chr16 19062499 19067691 - -ENSG00000261357.1 RP11-626G11.1 chr16 19065991 19066694 + -ENSG00000167186.10 COQ7 chr16 19067599 19080095 + -ENSG00000260430.1 RP11-626G11.4 chr16 19086856 19098110 + -ENSG00000278389.1 RP11-626G11.6 chr16 19111035 19111484 - -ENSG00000205730.6 ITPRIPL2 chr16 19113932 19121629 + -ENSG00000261427.6 CTD-2349B8.1 chr16 19114002 19173578 + -ENSG00000261759.1 RP11-626G11.3 chr16 19119976 19121629 - -ENSG00000103528.16 SYT17 chr16 19167971 19268334 + -ENSG00000261210.5 CLEC19A chr16 19285739 19322145 + -ENSG00000188477.12 AC003003.5 chr16 19285783 19310947 + -ENSG00000259871.1 CTA-363E6.1 chr16 19315164 19316526 + -ENSG00000259925.1 CTA-363E6.2 chr16 19343647 19401693 - -ENSG00000280265.1 CTA-363E6.3 chr16 19392213 19393468 - -ENSG00000103534.16 TMC5 chr16 19410496 19499113 + -ENSG00000260681.1 CTA-363E6.5 chr16 19410729 19411662 - -ENSG00000260592.1 CTA-363E6.6 chr16 19476916 19487899 - -ENSG00000222750.1 RNU4-46P chr16 19498610 19498747 + -ENSG00000260934.1 CTA-363E6.7 chr16 19501689 19502286 + -ENSG00000006007.11 GDE1 chr16 19501689 19522145 - -ENSG00000279747.1 CTA-363E6.8 chr16 19503861 19504625 + -ENSG00000103540.16 CCP110 chr16 19523811 19553408 + -ENSG00000103544.14 C16orf62 chr16 19555240 19706793 + -ENSG00000276571.1 AC002550.6 chr16 19694035 19694428 - -ENSG00000103550.13 KNOP1 chr16 19701934 19718235 - -ENSG00000261312.1 AC002550.5 chr16 19706351 19715383 + -ENSG00000174628.16 IQCK chr16 19716456 19858467 + -ENSG00000261195.1 CTD-2380F24.1 chr16 19761172 19766099 - -ENSG00000261939.1 LARP7P2 chr16 19819504 19819628 - -ENSG00000167191.11 GPRC5B chr16 19856691 19886167 - -ENSG00000265524.1 AC134300.1 chr16 19890501 19890597 + -ENSG00000180269.7 GPR139 chr16 20031485 20073917 - -ENSG00000277211.1 RP11-204E4.4 chr16 20155648 20158391 + -ENSG00000263253.1 RP11-204E4.3 chr16 20208925 20209525 + -ENSG00000227624.2 SNRPEP3 chr16 20238972 20239247 - -ENSG00000169347.16 GP2 chr16 20309572 20327808 - -ENSG00000169344.15 UMOD chr16 20333052 20356301 - -ENSG00000169340.9 PDILT chr16 20359170 20404737 - -ENSG00000263237.1 RP11-429K17.1 chr16 20385957 20391164 + -ENSG00000183549.10 ACSM5 chr16 20409534 20441336 + -ENSG00000262995.1 CTD-2194A8.2 chr16 20440266 20447000 - -ENSG00000183747.11 ACSM2A chr16 20451461 20487667 + -ENSG00000280306.1 CTD-3076M17.1 chr16 20487702 20489659 + -ENSG00000066813.14 ACSM2B chr16 20536226 20576427 - -ENSG00000260201.2 RP11-143N13.2 chr16 20580999 20586640 + -ENSG00000260762.1 ACSM5P1 chr16 20586550 20607107 - -ENSG00000005187.11 ACSM3 chr16 20610243 20797581 + -ENSG00000275315.1 RP11-143N13.4 chr16 20616409 20616532 - -ENSG00000274730.1 RP11-143N13.3 chr16 20618205 20620758 - -ENSG00000166743.9 ACSM1 chr16 20623237 20698890 - -ENSG00000066654.12 THUMPD1 chr16 20733664 20742084 - -ENSG00000260510.1 AC004381.7 chr16 20743663 20766620 - -ENSG00000196678.13 ERI2 chr16 20780193 20900349 - -ENSG00000200893.1 RNU6-944P chr16 20784509 20784615 + -ENSG00000005189.19 AC004381.6 chr16 20806429 20849668 + -ENSG00000275908.1 U4atac chr16 20823443 20823537 + -ENSG00000188215.9 DCUN1D3 chr16 20854925 20900384 - -ENSG00000102897.9 LYRM1 chr16 20899868 20925006 + -ENSG00000158486.13 DNAH3 chr16 20933111 21159441 - -ENSG00000263331.1 CTC-508F8.1 chr16 21120758 21130108 + -ENSG00000011638.10 TMEM159 chr16 21158377 21180616 + -ENSG00000262983.1 AF001550.7 chr16 21194847 21205977 + -ENSG00000103310.10 ZP2 chr16 21197450 21214510 - -ENSG00000175311.6 ANKS4B chr16 21233665 21253845 + -ENSG00000103316.10 CRYM chr16 21238874 21303083 - -ENSG00000189149.11 CRYM-AS1 chr16 21300849 21318591 + -ENSG00000257403.2 CTD-2547E10.3 chr16 21347139 21352138 + -ENSG00000158482.9 SNX29P1 chr16 21380173 21386064 + -ENSG00000276548.1 CTD-2547E10.5 chr16 21401089 21401198 + -ENSG00000169246.16 NPIPB3 chr16 21402237 21448567 - -ENSG00000276555.1 AC008740.1 chr16 21444108 21444216 - -ENSG00000180747.15 SMG1P3 chr16 21446683 21520444 - -ENSG00000265462.1 MIR3680-1 chr16 21506049 21506135 - -ENSG00000258186.2 SLC7A5P2 chr16 21519830 21520365 - -ENSG00000273956.1 CTB-31N19.5 chr16 21526824 21531141 - -ENSG00000257639.1 CTB-31N19.2 chr16 21532945 21550373 - -ENSG00000271609.1 CTB-31N19.4 chr16 21538487 21538794 + -ENSG00000252798.1 SCARNA6 chr16 21587627 21587864 + -ENSG00000197006.13 METTL9 chr16 21597218 21657473 + -ENSG00000261596.2 CTB-31N19.3 chr16 21626742 21627569 + -ENSG00000140749.8 IGSF6 chr16 21639537 21652660 - -ENSG00000207248.1 RNU6-1005P chr16 21642054 21642160 + -ENSG00000207042.1 RNU6-196P chr16 21642294 21642400 + -ENSG00000155719.16 OTOA chr16 21678514 21760729 + -ENSG00000260306.1 RP11-645C24.5 chr16 21794095 21795759 - -ENSG00000248124.7 RRN3P1 chr16 21796106 21820410 - -ENSG00000276721.1 RP11-645C24.6 chr16 21833516 21833621 + -ENSG00000185864.16 NPIPB4 chr16 21834569 21880827 - -ENSG00000275727.1 AC092375.1 chr16 21876370 21876478 - -ENSG00000185710.9 SMG1P4 chr16 21879338 21919156 - -ENSG00000257408.1 RP11-645C24.4 chr16 21938865 21945130 + -ENSG00000274460.1 CTD-2649C14.2 chr16 21950218 21951708 - -ENSG00000140740.10 UQCRC2 chr16 21952660 21983660 + -ENSG00000155714.13 PDZD9 chr16 21983865 22001110 - -ENSG00000260395.1 CTD-2649C14.1 chr16 21998310 21999656 + -ENSG00000275445.1 CTD-2649C14.3 chr16 22007480 22008062 - -ENSG00000185716.11 C16orf52 chr16 22007638 22087534 + -ENSG00000260277.1 RP11-101E7.2 chr16 22083256 22092231 - -ENSG00000175267.14 VWA3A chr16 22092538 22156966 + -ENSG00000183921.7 SDR42E2 chr16 22165583 22191754 + -ENSG00000103319.11 EEF2K chr16 22206282 22288732 + -ENSG00000261113.1 RP11-141O15.1 chr16 22286708 22288738 - -ENSG00000058600.15 POLR3E chr16 22297375 22335103 + -ENSG00000140743.7 CDR2 chr16 22345936 22437165 - -ENSG00000260635.1 RP11-21M24.3 chr16 22365121 22369047 + -ENSG00000260790.1 RP11-21M24.2 chr16 22374859 22378180 + -ENSG00000230872.1 AC092338.5 chr16 22382436 22407428 + -ENSG00000257122.5 RRN3P3 chr16 22418672 22437715 - -ENSG00000237296.9 SMG1P1 chr16 22437008 22492220 + -ENSG00000243716.10 NPIPB5 chr16 22479121 22536521 + -ENSG00000276305.1 AC106788.1 chr16 22494687 22494795 + -ENSG00000277041.1 RP11-368J21.4 chr16 22537478 22537584 - -ENSG00000257838.5 RP11-368J21.3 chr16 22545698 22576865 + -ENSG00000260973.1 RP11-105C19.2 chr16 22610531 22612196 - -ENSG00000260905.1 RP11-105C19.1 chr16 22612543 22613483 - -ENSG00000122254.6 HS3ST2 chr16 22814177 22916338 + -ENSG00000261090.1 RP11-20G6.2 chr16 23020337 23023611 + -ENSG00000260566.2 RP11-20G6.3 chr16 23061406 23064173 - -ENSG00000103404.14 USP31 chr16 23061406 23149270 - -ENSG00000280400.1 RP11-20G6.1 chr16 23061767 23062232 + -ENSG00000166828.2 SCNN1G chr16 23182715 23216883 + -ENSG00000260741.1 CTC-391G2.1 chr16 23194878 23213104 - -ENSG00000168447.10 SCNN1B chr16 23278231 23381299 + -ENSG00000168434.12 COG7 chr16 23388493 23453180 - -ENSG00000280039.1 RN7SKP23 chr16 23412380 23416680 + -ENSG00000212593.1 SNORA75 chr16 23441841 23441921 + -ENSG00000259782.2 CTD-2270L9.2 chr16 23446446 23447282 - -ENSG00000260136.5 CTD-2270L9.4 chr16 23452758 23457606 + -ENSG00000103365.15 GGA2 chr16 23463542 23521995 - -ENSG00000261528.2 AC002400.1 chr16 23500905 23501630 + -ENSG00000103356.15 EARS2 chr16 23522014 23557731 - -ENSG00000260247.1 SUB1P4 chr16 23537061 23537556 + -ENSG00000103353.15 UBFD1 chr16 23557362 23574389 + -ENSG00000260751.2 CTD-2196E14.6 chr16 23568673 23569696 + -ENSG00000279618.1 CTD-2196E14.7 chr16 23571854 23572278 - -ENSG00000004779.9 NDUFAB1 chr16 23581002 23596356 - -ENSG00000083093.9 PALB2 chr16 23603160 23641310 - -ENSG00000261723.1 CTD-2196E14.3 chr16 23605841 23624107 + -ENSG00000166847.9 DCTN5 chr16 23641392 23677455 + -ENSG00000260482.3 CTD-2196E14.9 chr16 23670011 23675499 + -ENSG00000166851.14 PLK1 chr16 23677656 23690367 + -ENSG00000261266.2 CTD-2196E14.5 chr16 23687049 23687689 - -ENSG00000134398.12 ERN2 chr16 23690326 23713500 - -ENSG00000278912.1 CTD-2196E14.8 chr16 23696665 23697314 - -ENSG00000261583.1 CTD-2385L22.1 chr16 23711990 23712793 + -ENSG00000279756.1 CTD-2385L22.2 chr16 23753689 23755939 - -ENSG00000166869.2 CHP2 chr16 23754627 23758951 + -ENSG00000166501.12 PRKCB chr16 23836001 24220611 + -ENSG00000279276.1 CTA-345G4.1 chr16 23962951 23963351 + -ENSG00000279202.1 CTA-113A6.1 chr16 24098239 24099971 + -ENSG00000274466.1 MIR1273H chr16 24203116 24203231 + -ENSG00000279554.1 CTA-113A6.2 chr16 24208105 24208478 + -ENSG00000260264.1 AC004125.3 chr16 24236104 24252863 + -ENSG00000006116.3 CACNG3 chr16 24255553 24362801 + -ENSG00000201541.1 SNORA1 chr16 24333415 24333547 - -ENSG00000239081.1 RNU7-24P chr16 24400056 24400117 - -ENSG00000264465.1 AC008938.1 chr16 24438988 24439087 + -ENSG00000260072.1 CTD-2313J23.1 chr16 24472798 24495177 - -ENSG00000122257.18 RBBP6 chr16 24537693 24572863 + -ENSG00000259888.1 CTD-2540M10.1 chr16 24610266 24640957 + -ENSG00000224310.1 LINC01567 chr16 24661422 24671062 - -ENSG00000090905.17 TNRC6A chr16 24729695 24827632 + -ENSG00000261669.1 CTD-2515A14.1 chr16 24803451 24819739 - -ENSG00000158865.12 SLC5A11 chr16 24845841 24911628 + -ENSG00000140750.16 ARHGAP17 chr16 24919385 25015666 - -ENSG00000260714.1 RP11-266L9.1 chr16 25015978 25021023 + -ENSG00000281675.1 AC133552.1 chr16 25022528 25022625 - -ENSG00000262587.2 RP11-266L9.4 chr16 25031744 25058109 + -ENSG00000262155.1 RP11-266L9.5 chr16 25066937 25068943 + -ENSG00000271105.1 SCML2P2 chr16 25069570 25070109 + -ENSG00000263326.1 RP11-266L9.6 chr16 25071490 25072727 - -ENSG00000260448.5 LCMT1-AS1 chr16 25085592 25111555 - -ENSG00000262700.1 RP11-266L9.3 chr16 25093387 25095255 + -ENSG00000275494.1 RP11-266L9.8 chr16 25106569 25107102 - -ENSG00000205629.11 LCMT1 chr16 25111729 25178231 + -ENSG00000260034.1 LCMT1-AS2 chr16 25140577 25149032 - -ENSG00000266166.2 RN7SL557P chr16 25185253 25185538 - -ENSG00000103375.10 AQP8 chr16 25215731 25228940 + -ENSG00000155592.15 ZKSCAN2 chr16 25236001 25257931 - -ENSG00000259955.1 CTD-2547G23.2 chr16 25238318 25239287 + -ENSG00000274925.1 CTD-2547G23.4 chr16 25257952 25261066 + -ENSG00000261636.1 CTA-249B10.1 chr16 25419814 25424169 - -ENSG00000260690.1 CYCSP39 chr16 25454339 25454647 - -ENSG00000182601.6 HS3ST4 chr16 25692026 26137688 + -ENSG00000260255.1 RP11-185O21.1 chr16 25824710 25826330 - -ENSG00000265005.1 MIR548W chr16 26025237 26025310 + -ENSG00000199929.1 RNA5SP405 chr16 26028912 26029025 + -ENSG00000230330.1 HMGN2P3 chr16 26032539 26032811 - -ENSG00000237140.2 HSPE1P16 chr16 26062750 26063097 - -ENSG00000231876.7 AC009158.1 chr16 26302064 26334428 + -ENSG00000228480.1 AC130464.1 chr16 26354796 26358355 - -ENSG00000281090.1 AC008756.1 chr16 26547024 26547119 - -ENSG00000236481.1 AC002331.1 chr16 26584755 26594813 - -ENSG00000260580.1 RP11-142A12.1 chr16 26721874 26729126 + -ENSG00000264935.1 AC009035.1 chr16 26736229 26736317 + -ENSG00000234186.2 C16orf82 chr16 27066707 27069165 + -ENSG00000261482.1 RP11-673P17.2 chr16 27066928 27067858 - -ENSG00000261557.1 EEF1A1P38 chr16 27133483 27135179 - -ENSG00000261045.2 RP11-673P17.4 chr16 27158451 27176587 - -ENSG00000155666.11 KDM8 chr16 27203495 27221768 + -ENSG00000259940.2 CTD-3203P2.1 chr16 27213308 27214993 - -ENSG00000169189.16 NSMCE1 chr16 27224991 27268794 - -ENSG00000245888.6 FLJ21408 chr16 27268205 27290492 + -ENSG00000274092.1 CTD-3203P2.3 chr16 27313387 27314101 - -ENSG00000077238.13 IL4R chr16 27313668 27364778 + -ENSG00000103522.15 IL21R chr16 27402162 27452042 + -ENSG00000259954.1 IL21R-AS1 chr16 27447669 27453393 - -ENSG00000077235.17 GTF3C1 chr16 27459555 27549913 - -ENSG00000047578.12 KIAA0556 chr16 27550133 27780369 + -ENSG00000261736.1 AC002551.1 chr16 27643199 27644663 + -ENSG00000221528.1 AC016597.1 chr16 27661900 27662018 + -ENSG00000261329.5 CTD-2049O4.1 chr16 27678940 27718806 - -ENSG00000273553.1 CTD-2049O4.2 chr16 27687182 27687522 + -ENSG00000201371.1 Y_RNA chr16 27722284 27722392 - -ENSG00000169181.12 GSG1L chr16 27787535 28063509 - -ENSG00000212382.1 RNU6-159P chr16 27863251 27863356 + -ENSG00000207266.1 RNU6-1241P chr16 27998295 27998401 - -ENSG00000169180.11 XPO6 chr16 28097979 28211920 - -ENSG00000260452.1 TPRKBP2 chr16 28111173 28111647 - -ENSG00000281854.1 AC136611.1 chr16 28179091 28179164 + -ENSG00000200652.1 SNORA25 chr16 28179098 28179223 + -ENSG00000200138.1 RNY1P10 chr16 28183318 28183430 + -ENSG00000250982.2 RP11-159J3.1 chr16 28239693 28240668 - -ENSG00000246465.1 RP11-57A19.2 chr16 28284885 28292064 - -ENSG00000188322.4 SBK1 chr16 28292519 28323849 + -ENSG00000277191.1 RP11-57A19.6 chr16 28341437 28341543 + -ENSG00000198156.10 NPIPB6 chr16 28342555 28363508 - -ENSG00000271623.1 RP11-435I10.5 chr16 28364700 28365333 + -ENSG00000205609.12 EIF3CL chr16 28379579 28403879 - -ENSG00000275429.1 MIR6862-1 chr16 28390982 28391051 - -ENSG00000261089.1 RP11-435I10.3 chr16 28413703 28415018 + -ENSG00000275654.1 RP11-435I10.6 chr16 28451644 28455356 + -ENSG00000270118.1 RP11-57A19.5 chr16 28454141 28454511 - -ENSG00000233232.6 NPIPB7 chr16 28456372 28471175 - -ENSG00000261832.4 CLN3 chr16 28466653 28492012 - -ENSG00000188603.16 CLN3 chr16 28477279 28495575 - -ENSG00000184730.10 APOBR chr16 28494649 28498970 + -ENSG00000197272.2 IL27 chr16 28499362 28512051 - -ENSG00000176046.8 NUPR1 chr16 28532708 28539174 - -ENSG00000271495.1 RP11-666O2.1 chr16 28548331 28548658 - -ENSG00000275441.1 RP11-666O2.2 chr16 28553709 28554140 - -ENSG00000176476.8 CCDC101 chr16 28553915 28591790 + -ENSG00000197165.10 SULT1A2 chr16 28591943 28597109 - -ENSG00000278665.1 RP11-666O2.4 chr16 28599241 28601881 - -ENSG00000278725.1 RP11-666O2.5 chr16 28602340 28604519 + -ENSG00000196502.11 SULT1A1 chr16 28605196 28623625 - -ENSG00000255524.7 NPIPB8 chr16 28637654 28658682 + -ENSG00000261419.1 RP11-57A19.4 chr16 28659696 28740781 - -ENSG00000184110.14 EIF3C chr16 28688558 28735730 + -ENSG00000259982.1 CDC37P1 chr16 28700294 28701540 - -ENSG00000278340.1 MIR6862-2 chr16 28724252 28724321 + -ENSG00000270424.1 RP11-1348G14.6 chr16 28749959 28750595 - -ENSG00000196993.8 NPIPB9 chr16 28751787 28772807 + -ENSG00000278528.1 RP11-1348G14.7 chr16 28773824 28777534 - -ENSG00000251417.2 RP11-1348G14.4 chr16 28802743 28817828 + -ENSG00000240634.1 RP11-1348G14.1 chr16 28813980 28814673 - -ENSG00000260796.1 RP11-1348G14.5 chr16 28820570 28822033 - -ENSG00000275807.1 RP11-1348G14.8 chr16 28822431 28823969 - -ENSG00000168488.18 ATXN2L chr16 28823035 28837237 + -ENSG00000260570.1 RP11-24N18.1 chr16 28830612 28837200 - -ENSG00000178952.8 TUFM chr16 28842411 28846408 - -ENSG00000264455.1 MIR4721 chr16 28843919 28844007 - -ENSG00000178188.14 SH2B1 chr16 28846600 28874212 + -ENSG00000261766.1 RP11-22P6.2 chr16 28862166 28863340 - -ENSG00000196296.13 ATP2A1 chr16 28878405 28904509 + -ENSG00000260442.5 ATP2A1-AS1 chr16 28878957 28879920 - -ENSG00000252461.1 SNORA43 chr16 28881480 28881607 - -ENSG00000177548.12 RABEP2 chr16 28904421 28936526 - -ENSG00000177455.11 CD19 chr16 28931939 28939346 + -ENSG00000176953.10 NFATC2IP chr16 28950807 28967097 + -ENSG00000260853.1 RP11-264B17.2 chr16 28956687 28966883 - -ENSG00000266868.1 MIR4517 chr16 28958583 28958661 + -ENSG00000260367.2 RP11-264B17.4 chr16 28973962 28978824 - -ENSG00000169682.17 SPNS1 chr16 28974221 28984548 + -ENSG00000261067.6 RP11-264B17.3 chr16 28974804 28990783 + -ENSG00000281146.1 AC109460.1 chr16 28982014 28982130 + -ENSG00000213658.10 LAT chr16 28984826 28990783 + -ENSG00000261552.1 RP11-264B17.5 chr16 28989140 28990778 - -ENSG00000196796.5 CTB-134H23.2 chr16 29038655 29052726 + -ENSG00000260908.1 CTB-134H23.3 chr16 29053732 29108108 - -ENSG00000103472.9 RRN3P2 chr16 29074976 29116718 + -ENSG00000260517.2 RP11-426C22.5 chr16 29116127 29217860 + -ENSG00000279106.1 RP11-426C22.1 chr16 29204633 29205855 + -ENSG00000259807.1 RP11-426C22.4 chr16 29217170 29220031 - -ENSG00000273582.1 RP11-426C22.7 chr16 29225594 29226348 - -ENSG00000260953.1 RP11-426C22.6 chr16 29262273 29264479 - -ENSG00000277999.1 RP11-426C22.8 chr16 29272220 29272772 + -ENSG00000198106.8 SNX29P2 chr16 29291220 29372110 + -ENSG00000260413.1 RP11-231C14.6 chr16 29312350 29331277 + -ENSG00000271699.5 SNX29P2 chr16 29350746 29370272 + -ENSG00000278078.1 RP11-231C14.8 chr16 29380242 29380345 + -ENSG00000254206.5 NPIPB11 chr16 29381354 29404029 - -ENSG00000278509.1 AC025279.1 chr16 29422851 29422959 - -ENSG00000254634.4 SMG1P6 chr16 29425800 29447026 - -ENSG00000261740.5 RP11-345J4.5 chr16 29443056 29454651 - -ENSG00000260335.1 RP11-345J4.6 chr16 29449191 29449625 + -ENSG00000183336.7 BOLA2 chr16 29453593 29454964 - -ENSG00000181625.17 SLX1B chr16 29454501 29458219 + -ENSG00000260280.5 SLX1B-SULT1A4 chr16 29455105 29464963 + -ENSG00000213648.10 SULT1A4 chr16 29459889 29464976 + -ENSG00000258150.5 RP11-345J4.3 chr16 29464967 29467833 - -ENSG00000279228.1 RP11-345J4.4 chr16 29467161 29467578 + -ENSG00000257691.2 RP11-345J4.1 chr16 29475064 29475355 + -ENSG00000257506.1 RP11-231C14.5 chr16 29478879 29482591 + -ENSG00000169203.16 RP11-231C14.4 chr16 29483642 29505999 - -ENSG00000276338.1 AC133555.1 chr16 29524592 29524700 - -ENSG00000205534.6 SMG1P2 chr16 29527568 29594966 - -ENSG00000279583.1 RP11-368N21.5 chr16 29595130 29596137 - -ENSG00000266758.1 MIR3680-2 chr16 29599179 29599265 - -ENSG00000260727.1 SLC7A5P1 chr16 29613104 29613640 - -ENSG00000260133.1 CA5AP1 chr16 29618785 29636328 - -ENSG00000260514.1 RP11-368N21.1 chr16 29624517 29624825 + -ENSG00000197471.11 SPN chr16 29662979 29670876 + -ENSG00000277669.1 AC009133.22 chr16 29663279 29695144 + -ENSG00000103485.17 QPRT chr16 29679008 29698699 + -ENSG00000222375.1 RN7SKP127 chr16 29731051 29731404 - -ENSG00000185905.3 C16orf54 chr16 29742463 29746006 - -ENSG00000260719.1 AC009133.17 chr16 29745247 29748299 + -ENSG00000174992.7 ZG16 chr16 29778240 29782973 + -ENSG00000079616.12 KIF22 chr16 29790719 29805385 + -ENSG00000275857.1 AC009133.21 chr16 29804430 29804990 - -ENSG00000103495.13 MAZ chr16 29806106 29811164 + -ENSG00000259952.1 AC009133.15 chr16 29806496 29807732 - -ENSG00000238045.9 PAGR1 chr16 29808636 29821252 - -ENSG00000280607.1 AC009133.24 chr16 29808679 29812227 + -ENSG00000167371.16 PRRT2 chr16 29811382 29815892 + -ENSG00000280893.1 PAGR1 chr16 29812261 29820092 + -ENSG00000280789.1 PAGR1 chr16 29815952 29820117 + -ENSG00000281348.1 CTD-2574D22.6 chr16 29817239 29830627 + -ENSG00000013364.18 MVP chr16 29820394 29848039 + -ENSG00000103502.13 CDIPT chr16 29858357 29863736 - -ENSG00000278713.1 CTD-2574D22.7 chr16 29862760 29863417 + -ENSG00000214725.7 CDIPT-AS1 chr16 29863593 29868053 + -ENSG00000174938.14 SEZ6L2 chr16 29871159 29899547 - -ENSG00000174939.10 ASPHD1 chr16 29900375 29919864 + -ENSG00000174943.9 KCTD13 chr16 29905012 29927035 - -ENSG00000279789.1 CTD-2574D22.3 chr16 29913144 29915337 - -ENSG00000260114.2 CTD-2574D22.4 chr16 29919634 29921905 - -ENSG00000247735.2 CTD-2574D22.2 chr16 29926836 29928933 + -ENSG00000149932.16 TMEM219 chr16 29940885 29973052 + -ENSG00000149930.17 TAOK2 chr16 29973641 29992261 + -ENSG00000149929.15 HIRIP3 chr16 29992321 29996436 - -ENSG00000169592.14 INO80E chr16 29995294 30005793 + -ENSG00000149927.17 DOC2A chr16 30005509 30023270 - -ENSG00000167194.7 C16orf92 chr16 30023334 30027736 + -ENSG00000149926.13 FAM57B chr16 30024427 30052978 - -ENSG00000149925.16 ALDOA chr16 30053090 30070457 + -ENSG00000274904.1 CTD-2515O10.5 chr16 30064306 30064825 - -ENSG00000149923.13 PPP4C chr16 30075978 30085377 + -ENSG00000149922.10 TBX6 chr16 30085793 30091887 - -ENSG00000090238.11 YPEL3 chr16 30092314 30096915 - -ENSG00000250616.2 RP11-455F5.3 chr16 30096430 30104116 + -ENSG00000102886.14 GDPD3 chr16 30104810 30113856 - -ENSG00000261367.1 RP11-455F5.4 chr16 30107675 30110541 + -ENSG00000275371.1 RP11-455F5.6 chr16 30110895 30111955 + -ENSG00000102882.11 MAPK3 chr16 30114105 30123506 - -ENSG00000102879.15 CORO1A chr16 30182827 30189076 + -ENSG00000261416.1 RP11-455F5.5 chr16 30183505 30184957 - -ENSG00000169627.7 BOLA2B chr16 30192934 30194306 - -ENSG00000132207.17 SLX1A chr16 30193887 30197561 + -ENSG00000213599.9 SLX1A-SULT1A3 chr16 30193892 30204310 + -ENSG00000261052.5 SULT1A3 chr16 30199228 30204310 + -ENSG00000258130.7 RP11-347C12.3 chr16 30204316 30209071 - -ENSG00000278887.1 RP11-347C12.4 chr16 30206510 30206927 + -ENSG00000261444.1 RP11-347C12.9 chr16 30214409 30214699 + -ENSG00000261203.1 RP11-347C12.8 chr16 30218220 30221930 + -ENSG00000198064.13 RP11-347C12.1 chr16 30222937 30254510 - -ENSG00000278557.1 AC106782.1 chr16 30264576 30264684 - -ENSG00000183604.14 SMG1P5 chr16 30267553 30335374 - -ENSG00000273724.1 RP11-347C12.12 chr16 30336400 30343336 + -ENSG00000169217.8 CD2BP2 chr16 30350766 30355361 - -ENSG00000260219.2 RP11-347C12.10 chr16 30355441 30357104 + -ENSG00000169221.13 TBC1D10B chr16 30357102 30370264 - -ENSG00000274653.1 RP11-347C12.11 chr16 30359825 30360336 + -ENSG00000180209.11 MYLPF chr16 30370934 30377991 + -ENSG00000180035.10 ZNF48 chr16 30378106 30400108 + -ENSG00000180096.11 SEPT1 chr16 30378133 30395991 - -ENSG00000280137.1 RP11-297C4.6 chr16 30379763 30380110 - -ENSG00000179965.11 ZNF771 chr16 30407297 30431108 + -ENSG00000199787.1 SNORA42 chr16 30419625 30419759 - -ENSG00000179958.8 DCTPP1 chr16 30423619 30430075 - -ENSG00000179918.16 SEPHS2 chr16 30443631 30446181 - -ENSG00000202476.1 Y_RNA chr16 30453997 30454097 - -ENSG00000222701.1 Y_RNA chr16 30471587 30471703 + -ENSG00000005844.17 ITGAL chr16 30472658 30523185 + -ENSG00000261346.1 RP11-297C4.2 chr16 30477180 30489353 - -ENSG00000260487.1 RP11-297C4.3 chr16 30480588 30481346 - -ENSG00000251706.1 RNU7-61P chr16 30483135 30483195 - -ENSG00000261332.1 RP11-297C4.1 chr16 30498766 30499554 - -ENSG00000266305.1 MIR4518 chr16 30503919 30504001 + -ENSG00000169957.9 ZNF768 chr16 30524001 30526821 - -ENSG00000261459.1 AC002310.11 chr16 30525923 30534852 - -ENSG00000278922.1 AC002310.14 chr16 30526918 30528294 + -ENSG00000169955.7 ZNF747 chr16 30530367 30535347 - -ENSG00000260869.1 AC002310.13 chr16 30534227 30558279 - -ENSG00000235560.3 AC002310.12 chr16 30534752 30537144 + -ENSG00000260494.1 AC002310.10 chr16 30537202 30538231 - -ENSG00000169951.9 ZNF764 chr16 30553764 30558498 - -ENSG00000229809.8 ZNF688 chr16 30569346 30572734 - -ENSG00000239791.1 AC002310.7 chr16 30572250 30583860 + -ENSG00000197162.9 ZNF785 chr16 30573740 30585771 - -ENSG00000260167.1 RP11-146F11.5 chr16 30585907 30608593 + -ENSG00000261588.1 AC002310.17 chr16 30587662 30587920 - -ENSG00000156853.11 ZNF689 chr16 30602558 30624012 - -ENSG00000260678.1 RP11-146F11.4 chr16 30615256 30615679 - -ENSG00000261680.1 RP11-146F11.3 chr16 30624285 30624714 - -ENSG00000260113.3 RP11-146F11.2 chr16 30626976 30627178 + -ENSG00000156858.11 PRR14 chr16 30650717 30656440 + -ENSG00000156860.15 FBRS chr16 30658431 30670814 + -ENSG00000280843.1 AC093249.1 chr16 30670160 30670297 + -ENSG00000252074.1 RNU6-416P chr16 30675300 30675402 - -ENSG00000261840.2 RP11-146F11.1 chr16 30697707 30699058 - -ENSG00000080603.16 SRCAP chr16 30698209 30741409 + -ENSG00000222287.1 RNU6-1043P chr16 30701337 30701435 - -ENSG00000282034.1 RP11-2C24.9 chr16 30704067 30745169 + -ENSG00000206755.1 SNORA30 chr16 30710537 30710665 + -ENSG00000281991.1 TMEM265 chr16 30740381 30744281 + -ENSG00000260899.1 RP11-2C24.4 chr16 30740667 30751381 + -ENSG00000156873.15 PHKG2 chr16 30748270 30761176 + -ENSG00000196118.11 C16orf93 chr16 30757423 30762710 - -ENSG00000103549.21 RNF40 chr16 30761745 30776307 + -ENSG00000280211.1 RP11-2C24.3 chr16 30773532 30776033 - -ENSG00000102870.5 ZNF629 chr16 30778449 30787202 - -ENSG00000274848.1 Metazoa_SRP chr16 30816030 30816302 + -ENSG00000260082.1 RP11-2C24.5 chr16 30821068 30822110 - -ENSG00000274678.1 RP11-2C24.7 chr16 30821338 30821884 + -ENSG00000099385.11 BCL7C chr16 30833626 30894960 - -ENSG00000260083.1 MIR762HG chr16 30875222 30895220 + -ENSG00000265991.1 MIR4519 chr16 30875266 30875323 - -ENSG00000262721.1 AC106782.20 chr16 30875766 30895216 - -ENSG00000211591.1 MIR762 chr16 30893903 30893985 + -ENSG00000150281.6 CTF1 chr16 30896607 30903560 + -ENSG00000230447.2 CTF2P chr16 30904348 30910208 - -ENSG00000260852.1 FBXL19-AS1 chr16 30919319 30923269 - -ENSG00000099364.16 FBXL19 chr16 30923055 30948783 + -ENSG00000261487.1 AC135048.13 chr16 30948386 30956511 + -ENSG00000175938.6 ORAI3 chr16 30949066 30956461 + -ENSG00000275263.1 RP11-1072A3.4 chr16 30956872 30957199 - -ENSG00000099381.16 SETD1A chr16 30957294 30985116 + -ENSG00000279196.1 RP11-1072A3.3 chr16 30984630 30988270 - -ENSG00000099377.13 HSD3B7 chr16 30985207 30989152 + -ENSG00000099365.9 STX1B chr16 30989256 31010628 - -ENSG00000103496.14 STX4 chr16 31032889 31042975 + -ENSG00000260911.2 RP11-196G11.2 chr16 31043150 31049868 + -ENSG00000232748.3 RP11-196G11.6 chr16 31056460 31062803 + -ENSG00000167394.12 ZNF668 chr16 31060843 31074320 - -ENSG00000261124.1 AC135050.5 chr16 31065495 31069246 + -ENSG00000167395.10 ZNF646 chr16 31074422 31084196 + -ENSG00000151006.7 PRSS53 chr16 31083425 31089628 - -ENSG00000255439.6 RP11-196G11.1 chr16 31083439 31094956 - -ENSG00000167397.14 VKORC1 chr16 31090842 31095980 - -ENSG00000280160.1 RP11-196G11.3 chr16 31093727 31095944 + -ENSG00000103507.13 BCKDK chr16 31106107 31112791 + -ENSG00000252809.3 AC135050.1 chr16 31109211 31109318 + -ENSG00000103510.19 KAT8 chr16 31115754 31131393 + -ENSG00000262766.1 RP11-196G11.4 chr16 31118078 31118747 + -ENSG00000278133.1 RP11-196G11.5 chr16 31122235 31124064 + -ENSG00000261385.1 RP11-388M20.2 chr16 31131433 31131877 + -ENSG00000052344.15 PRSS8 chr16 31131433 31135762 - -ENSG00000178226.10 PRSS36 chr16 31138925 31150094 - -ENSG00000263343.1 RP11-388M20.7 chr16 31165648 31165927 + -ENSG00000262366.1 NDUFA3P6 chr16 31174573 31174822 + -ENSG00000089280.18 FUS chr16 31180110 31194871 + -ENSG00000260304.1 RP11-388M20.6 chr16 31182511 31183285 - -ENSG00000260060.1 RP11-388M20.1 chr16 31196131 31196963 + -ENSG00000103490.13 PYCARD chr16 31201485 31203450 - -ENSG00000261359.2 PYCARD-AS1 chr16 31201885 31203452 + -ENSG00000177238.13 TRIM72 chr16 31214021 31231537 + -ENSG00000169900.7 PYDC1 chr16 31215962 31217359 - -ENSG00000169896.16 ITGAM chr16 31259990 31332892 + -ENSG00000140678.16 ITGAX chr16 31355134 31382997 + -ENSG00000261245.2 RP11-120K18.3 chr16 31361278 31361695 - -ENSG00000156886.11 ITGAD chr16 31393312 31426505 + -ENSG00000260757.1 RP11-120K18.2 chr16 31402565 31404699 + -ENSG00000156885.5 COX6A2 chr16 31427731 31428428 - -ENSG00000277543.1 RP11-452L6.8 chr16 31428180 31428646 + -ENSG00000176723.9 ZNF843 chr16 31432593 31443160 - -ENSG00000261474.1 RP11-452L6.1 chr16 31449535 31453493 - -ENSG00000260267.1 RP11-452L6.5 chr16 31456711 31459736 - -ENSG00000140691.16 ARMC5 chr16 31458080 31467166 + -ENSG00000280132.1 RP11-452L6.6 chr16 31470204 31472108 - -ENSG00000140682.18 TGFB1I1 chr16 31471585 31477960 + -ENSG00000140675.12 SLC5A2 chr16 31483002 31490860 + -ENSG00000260740.2 AC026471.6 chr16 31487370 31488492 - -ENSG00000140688.16 C16orf58 chr16 31489471 31509309 - -ENSG00000260625.2 RP11-452L6.7 chr16 31508471 31509256 + -ENSG00000169877.9 AHSP chr16 31527864 31528803 + -ENSG00000261648.1 CTD-2014E2.2 chr16 31546698 31547237 - -ENSG00000213547.3 VN1R64P chr16 31546805 31547737 + -ENSG00000261475.2 CTD-2014E2.6 chr16 31549143 31553567 - -ENSG00000260883.1 VN1R65P chr16 31554105 31554912 + -ENSG00000261741.5 CTD-2014E2.5 chr16 31563082 31567716 - -ENSG00000278885.1 CTD-2014E2.7 chr16 31566360 31567000 - -ENSG00000261614.1 CSDAP1 chr16 31568386 31569475 - -ENSG00000260010.1 ZNF720P1 chr16 31601593 31603531 - -ENSG00000237185.1 VN1R66P chr16 31648307 31649222 + -ENSG00000260631.1 RBM22P12 chr16 31680847 31682101 + -ENSG00000260472.1 CTD-2358C21.2 chr16 31697397 31697607 - -ENSG00000260568.1 CTD-2358C21.3 chr16 31699676 31700465 - -ENSG00000131797.12 CLUHP3 chr16 31700590 31711986 + -ENSG00000276867.1 CTD-2358C21.5 chr16 31704728 31705260 + -ENSG00000261731.2 CTD-2358C21.4 chr16 31709113 31711984 - -ENSG00000197302.10 ZNF720 chr16 31713229 31794869 + -ENSG00000259810.2 AC002519.8 chr16 31788202 31790993 + -ENSG00000260722.1 VN1R67P chr16 31801585 31802497 - -ENSG00000261457.3 AC002519.6 chr16 31802947 31807973 + -ENSG00000180663.5 VN1R3 chr16 31807926 31808844 - -ENSG00000261284.2 RBM22P13 chr16 31863633 31864876 + -ENSG00000259874.1 RP11-170L3.2 chr16 31870887 31871124 - -ENSG00000185947.14 ZNF267 chr16 31873758 31917357 + -ENSG00000259950.1 RP11-170L3.4 chr16 31894542 31894983 - -ENSG00000261289.2 RP11-170L3.5 chr16 31952160 31952473 + -ENSG00000197476.3 RP11-170L3.7 chr16 31962063 31962381 + -ENSG00000260218.1 RP11-170L3.6 chr16 31963803 31964079 + -ENSG00000260628.5 RP11-1166P10.1 chr16 31975803 32003728 + -ENSG00000261727.2 RP11-1166P10.6 chr16 32008438 32084785 - -ENSG00000261704.2 IGHV1OR16-1 chr16 32034853 32035326 + -ENSG00000223931.2 RP11-1166P10.8 chr16 32051825 32052280 + -ENSG00000260048.2 IGHV1OR16-3 chr16 32059084 32059372 + -ENSG00000270472.2 IGHV3OR16-9 chr16 32066065 32066358 + -ENSG00000230267.7 HERC2P4 chr16 32103245 32188107 - -ENSG00000260584.1 RP11-1166P10.7 chr16 32116700 32116997 + -ENSG00000279997.1 RP11-56L13.3 chr16 32185624 32186311 + -ENSG00000260847.1 RP11-17M15.1 chr16 32188333 32193530 + -ENSG00000260649.1 RP11-56L13.4 chr16 32189262 32189481 + -ENSG00000260540.2 FAM108A9P chr16 32199902 32202822 + -ENSG00000260344.2 RP11-56L13.6 chr16 32213380 32213503 - -ENSG00000260575.1 RP11-56L13.7 chr16 32250620 32254422 - -ENSG00000205456.11 TP53TG3D chr16 32252719 32255922 + -ENSG00000260402.1 RP11-56L13.1 chr16 32262827 32265514 - -ENSG00000259822.2 RP11-1292F20.1 chr16 32278866 32279115 + -ENSG00000261127.2 RP11-17M15.2 chr16 32289547 32310555 - -ENSG00000260516.2 RP11-17M15.4 chr16 32356981 32363695 - -ENSG00000260327.2 ACTR3BP3 chr16 32379071 32380049 - -ENSG00000260866.1 RP11-626K17.5 chr16 32388135 32436200 + -ENSG00000260307.2 PABPC1P13 chr16 32439069 32441159 - -ENSG00000261541.1 RP11-626K17.3 chr16 32454612 32458758 - -ENSG00000260662.2 RP11-626K17.2 chr16 32460266 32460362 - -ENSG00000261233.2 ABCD1P3 chr16 32475051 32478250 - -ENSG00000259966.5 RP11-652G5.1 chr16 32600299 32615639 + -ENSG00000262187.1 RP11-652G5.2 chr16 32618733 32618852 + -ENSG00000261111.1 RP11-96K14.1 chr16 32635673 32636045 - -ENSG00000261569.5 RP11-586K12.11 chr16 32649193 32663956 + -ENSG00000261263.2 RP11-586K12.13 chr16 32650195 32650910 - -ENSG00000260311.1 RP11-586K12.10 chr16 32663925 32666533 + -ENSG00000183632.14 TP53TG3 chr16 32673528 32676732 - -ENSG00000260974.1 RP11-586K12.8 chr16 32675037 32678831 + -ENSG00000261391.1 RP11-586K12.7 chr16 32715931 32716056 + -ENSG00000260864.1 FAM108A8P chr16 32726615 32729537 - -ENSG00000260845.1 RP11-586K12.4 chr16 32735909 32741094 - -ENSG00000261108.2 RP11-586K12.5 chr16 32739627 32740166 - -ENSG00000260644.6 HERC2P5 chr16 32741314 32776196 + -ENSG00000278950.1 RP11-67H24.3 chr16 32781883 32784138 + -ENSG00000279780.1 RP11-586K12.2 chr16 32786394 32787379 + -ENSG00000279795.1 RP11-586K12.1 chr16 32787962 32788944 + -ENSG00000260158.1 RP11-67H24.2 chr16 32809556 32824645 + -ENSG00000261719.1 RP11-67H24.1 chr16 32811029 32811251 - -ENSG00000259934.1 RP11-989E6.1 chr16 32845964 32846180 - -ENSG00000259303.5 IGHV2OR16-5 chr16 32847713 32848156 + -ENSG00000260047.2 BCAP31P2 chr16 32869985 32873128 + -ENSG00000214617.9 SLC6A10P chr16 32877469 32885501 - -ENSG00000214614.2 RP11-989E6.3 chr16 32885194 32888874 + -ENSG00000261834.2 IGHV3OR16-15 chr16 32903442 32903894 + -ENSG00000270864.1 IGHV3OR16-6 chr16 32915074 32915536 + -ENSG00000277304.1 RP11-989E6.13 chr16 32916974 32946392 + -ENSG00000260610.1 RP11-989E6.11 chr16 32931768 32932569 - -ENSG00000261259.1 RP11-19N8.2 chr16 32951993 33028037 - -ENSG00000259852.2 IGHV1OR16-2 chr16 32978461 32978891 + -ENSG00000233732.5 IGHV3OR16-10 chr16 32995048 32995505 + -ENSG00000260921.1 RP11-989E6.8 chr16 32995537 32996770 + -ENSG00000259997.2 IGHV1OR16-4 chr16 33002333 33002621 + -ENSG00000271130.1 IGHV3OR16-8 chr16 33009175 33009620 + -ENSG00000260141.1 RP11-19N8.4 chr16 33043609 33095431 - -ENSG00000260900.1 RP11-19N8.3 chr16 33059936 33060098 + -ENSG00000261599.5 HERC2P8 chr16 33094204 33129090 - -ENSG00000261682.1 RP11-19N8.7 chr16 33129316 33134499 + -ENSG00000259800.1 RP11-19N8.6 chr16 33130235 33130442 + -ENSG00000261536.2 ABHD17AP9 chr16 33140850 33143797 + -ENSG00000260414.1 RP11-1437A8.2 chr16 33154352 33154475 - -ENSG00000260419.1 RP11-1437A8.3 chr16 33191561 33195354 - -ENSG00000205457.10 TP53TG3C chr16 33193659 33306938 + -ENSG00000260827.1 RP11-1437A8.4 chr16 33203773 33206462 - -ENSG00000261507.1 RP11-1437A8.6 chr16 33206431 33330342 - -ENSG00000275034.2 RP11-1277H1.5 chr16 33303739 33306935 + -ENSG00000263337.1 RP11-1277H1.3 chr16 33345182 33345356 + -ENSG00000261509.6 TP53TG3B chr16 33360274 33363478 + -ENSG00000261009.1 RP11-1437A8.5 chr16 33370473 33372915 - -ENSG00000263204.1 RP11-1437A8.7 chr16 33386117 33386351 + -ENSG00000278848.2 RP11-23E10.6 chr16 33459045 33462249 + -ENSG00000262090.1 RP11-23E10.5 chr16 33495943 33496093 - -ENSG00000260626.1 RP11-23E10.3 chr16 33533816 33534976 - -ENSG00000261200.1 RP11-989E6.10 chr16 33541842 33545812 - -ENSG00000261466.2 RP11-23E10.2 chr16 33548297 33554408 - -ENSG00000261405.2 RP11-23E10.4 chr16 33562649 33570935 - -ENSG00000263277.2 RP11-293B20.3 chr16 33577495 33577624 + -ENSG00000259882.1 RP11-293B20.2 chr16 33587939 33622544 + -ENSG00000260518.1 BMS1P8 chr16 33687025 33698504 - -ENSG00000261580.1 ENPP7P13 chr16 33769421 33769679 + -ENSG00000260308.1 RP11-104C4.4 chr16 33771035 33771248 + -ENSG00000270467.1 IGHV3OR16-12 chr16 33802764 33803217 + -ENSG00000261153.2 RP11-104C4.2 chr16 33808778 33810767 + -ENSG00000271178.1 IGHV3OR16-13 chr16 33827214 33827661 + -ENSG00000259680.5 RP11-812E19.9 chr16 33844784 33845229 - -ENSG00000270924.1 RP11-812E19.13 chr16 33848476 33848644 - -ENSG00000271691.1 RP11-812E19.12 chr16 33851785 33852069 - -ENSG00000260312.1 RP11-812E19.7 chr16 33857935 33858864 - -ENSG00000270318.1 IGHV3OR16-11 chr16 33858896 33859352 - -ENSG00000260525.1 RP11-812E19.10 chr16 33875039 33875468 - -ENSG00000260781.1 ARHGAP23P1 chr16 33907419 33937167 - -ENSG00000271620.1 IGHV3OR16-7 chr16 33938337 33938799 - -ENSG00000261607.1 RP11-812E19.5 chr16 33948278 33948548 - -ENSG00000259842.2 IGHV3OR16-16 chr16 33949976 33950420 - -ENSG00000270401.1 RP11-812E19.14 chr16 33965655 33966091 - -ENSG00000205452.4 RP11-812E19.3 chr16 33972912 33976346 - -ENSG00000198555.7 RP11-598D12.4 chr16 33976039 33987630 + -ENSG00000261217.2 BCAP31P1 chr16 33988406 33991551 - -ENSG00000259990.2 RP11-598D12.1 chr16 34013394 34013830 - -ENSG00000261197.1 RP11-598D12.2 chr16 34015262 34051361 + -ENSG00000262561.1 CTD-2522B17.8 chr16 34120470 34120677 + -ENSG00000261440.1 DUX4L45 chr16 34135736 34136792 - -ENSG00000260087.1 PCMTD1P2 chr16 34139189 34139543 + -ENSG00000259987.1 DUX4L46 chr16 34141256 34142006 - -ENSG00000260207.1 DUX4L47 chr16 34142456 34142849 + -ENSG00000265616.1 AC136932.2 chr16 34143482 34143554 - -ENSG00000256642.1 LINC00273 chr16 34158585 34160036 - -ENSG00000207986.1 AC136932.1 chr16 34159185 34159299 + -ENSG00000200434.1 RNA5-8SP2 chr16 34162959 34163110 + -ENSG00000279800.2 ABBA01017803.1 chr16 34266041 34268649 - -ENSG00000279165.1 CTD-2144E22.9 chr16 34941977 34943880 + -ENSG00000260854.1 CTD-2144E22.8 chr16 34978744 34979844 - -ENSG00000261331.1 CTD-2144E22.7 chr16 34979375 34979615 + -ENSG00000179755.3 CTD-2144E22.5 chr16 35021749 35024229 + -ENSG00000261566.1 CTD-2144E22.6 chr16 35022851 35024250 - -ENSG00000262885.1 CTD-2144E22.11 chr16 35023339 35023765 + -ENSG00000216671.6 CCNYL3 chr16 35040164 35084313 + -ENSG00000278138.1 CTD-2144E22.13 chr16 35082264 35085060 + -ENSG00000261053.1 NAMPTP3 chr16 35085896 35086119 + -ENSG00000260809.1 CTD-2144E22.10 chr16 35090501 35104834 + -ENSG00000259979.1 VN1R68P chr16 35118238 35118956 - -ENSG00000260724.1 VN1R69P chr16 35134514 35135075 + -ENSG00000260449.1 RP11-244B22.14 chr16 35140898 35141408 - -ENSG00000261800.1 RP11-244B22.11 chr16 35143722 35144881 + -ENSG00000261836.1 RP11-244B22.12 chr16 35143985 35144474 - -ENSG00000280180.1 RP11-244B22.10 chr16 35148636 35154366 + -ENSG00000261510.1 RP11-244B22.13 chr16 35149457 35149790 - -ENSG00000261461.1 UBE2MP1 chr16 35169692 35170241 - -ENSG00000261608.1 SLC25A1P4 chr16 35173316 35174093 + -ENSG00000260073.2 RP11-488I20.9 chr16 35192687 35195661 - -ENSG00000260590.1 RP11-244B22.7 chr16 35193335 35193734 + -ENSG00000261398.1 RP11-244B22.6 chr16 35195779 35197544 + -ENSG00000261274.1 RP11-244B22.5 chr16 35207903 35208236 - -ENSG00000260958.2 RP11-488I20.8 chr16 35207937 35284146 + -ENSG00000264479.1 AC023824.1 chr16 35208506 35208571 + -ENSG00000260967.1 RARRES2P5 chr16 35221583 35222048 - -ENSG00000260984.1 FGFR3P5 chr16 35232412 35235984 - -ENSG00000259897.2 RP11-244B22.3 chr16 35245916 35247534 - -ENSG00000261010.1 RARRES2P6 chr16 35255192 35255633 - -ENSG00000261752.1 AGGF1P8 chr16 35258630 35259629 + -ENSG00000260846.2 RP11-488I20.7 chr16 35335277 35336889 - -ENSG00000261486.1 RARRES2P9 chr16 35344091 35344559 - -ENSG00000260427.1 AGGF1P9 chr16 35347385 35348297 + -ENSG00000260480.1 RP11-488I20.4 chr16 35352482 35353022 + -ENSG00000259841.6 LINC01566 chr16 35363412 35390584 + -ENSG00000260291.1 FRG2GP chr16 35384144 35385086 - -ENSG00000261689.1 AGGF1P4 chr16 35389203 35390003 - -ENSG00000260598.1 RP11-80F22.13 chr16 35405747 35407349 - -ENSG00000260812.1 RARRES2P7 chr16 35414279 35414747 - -ENSG00000260680.1 AGGF1P5 chr16 35420291 35421209 + -ENSG00000261299.1 RP11-80F22.11 chr16 35425364 35426483 + -ENSG00000278681.1 RP11-80F22.16 chr16 35436162 35436304 - -ENSG00000214581.4 RP11-80F22.10 chr16 35446898 35449024 - -ENSG00000261711.6 FRG2DP chr16 35477414 35480481 - -ENSG00000260153.1 RARRES2P10 chr16 35485766 35486225 - -ENSG00000259836.1 AGGF1P6 chr16 35489237 35490212 + -ENSG00000261350.1 RP11-80F22.14 chr16 35491174 35492395 - -ENSG00000260341.1 RP11-80F22.6 chr16 35492324 35493446 + -ENSG00000261445.1 RP11-80F22.4 chr16 35493754 35496457 - -ENSG00000260857.2 RP11-80F22.15 chr16 35505093 35506462 - -ENSG00000269622.1 RP11-80F22.2 chr16 35506592 35507170 - -ENSG00000261733.1 RP11-80F22.8 chr16 35529122 35529317 - -ENSG00000259996.1 RARRES2P8 chr16 35543279 35543645 - -ENSG00000260994.1 AGGF1P7 chr16 35547917 35548829 + -ENSG00000261046.1 RP11-14K3.4 chr16 35552909 35554001 + -ENSG00000260134.1 RP11-14K3.2 chr16 35574834 35575494 + -ENSG00000260746.1 RP11-14K3.1 chr16 35638623 35645180 - -ENSG00000259791.1 RP11-14K3.7 chr16 35640029 35640582 + -ENSG00000260522.1 RP11-352B15.5 chr16 35722268 35722529 - -ENSG00000251915.1 RNA5SP406 chr16 35734393 35734504 + -ENSG00000222207.1 RNA5SP407 chr16 35734639 35734748 + -ENSG00000251924.1 RNA5SP408 chr16 35735372 35735471 + -ENSG00000252624.1 RNA5SP409 chr16 35735625 35735733 + -ENSG00000261122.6 FLJ26245 chr16 35743268 35756515 + -ENSG00000252094.1 RNA5SP410 chr16 35745989 35746094 + -ENSG00000276599.1 RNA5SP411 chr16 35746523 35746636 + -ENSG00000277004.1 RNA5SP412 chr16 35746772 35746894 + -ENSG00000252182.1 RNA5SP413 chr16 35747032 35747140 + -ENSG00000274228.1 RNA5SP414 chr16 35748520 35748655 + -ENSG00000253055.1 RNA5SP415 chr16 35750061 35750175 + -ENSG00000252647.1 RNA5SP416 chr16 35751574 35751684 + -ENSG00000252268.1 RNA5SP417 chr16 35751828 35751935 + -ENSG00000251760.1 RNA5SP418 chr16 35752826 35752942 + -ENSG00000251717.1 RNA5SP419 chr16 35753796 35753930 + -ENSG00000252806.1 RNA5SP420 chr16 35754046 35754182 + -ENSG00000252673.1 RNA5SP421 chr16 35754555 35754688 + -ENSG00000252587.1 RNA5SP422 chr16 35754923 35755033 + -ENSG00000252936.1 RNA5SP423 chr16 35755177 35755285 + -ENSG00000260611.1 RP11-352B15.2 chr16 35785569 35786887 - -ENSG00000261620.1 HMGN2P41 chr16 35802869 35803280 - -ENSG00000261515.1 VN1R70P chr16 35836886 35837732 + -ENSG00000261782.1 RP11-43P5.1 chr16 35879036 35879498 - -ENSG00000279666.1 RP11-43P5.3 chr16 35903117 35904916 + -ENSG00000261084.1 PPP1R1AP2 chr16 35912120 35912516 + -ENSG00000261239.6 ANKRD26P1 chr16 46469341 46569097 - -ENSG00000199448.1 RNU6-845P chr16 46556089 46556191 - -ENSG00000261356.2 RP11-46D6.5 chr16 46571537 46572136 + -ENSG00000260251.1 RP11-46D6.4 chr16 46573763 46575094 + -ENSG00000171241.8 SHCBP1 chr16 46580554 46621626 - -ENSG00000261512.2 RP11-46D6.1 chr16 46622861 46624451 - -ENSG00000259856.1 RAB43P1 chr16 46626404 46626992 - -ENSG00000260909.1 RP11-93O14.1 chr16 46649126 46649849 + -ENSG00000069329.15 VPS35 chr16 46656132 46689518 - -ENSG00000261131.1 RP11-93O14.2 chr16 46660696 46661591 - -ENSG00000280376.1 RP11-93O14.3 chr16 46673443 46673927 - -ENSG00000091651.8 ORC6 chr16 46689643 46698394 + -ENSG00000140795.12 MYLK3 chr16 46703369 46790407 - -ENSG00000260782.1 RP11-480G7.2 chr16 46789898 46792040 + -ENSG00000155330.9 C16orf87 chr16 46796607 46831411 - -ENSG00000260889.1 CKBP1 chr16 46842632 46844618 - -ENSG00000261725.1 RP11-480G7.3 chr16 46850999 46851254 + -ENSG00000166123.13 GPT2 chr16 46884378 46931297 + -ENSG00000069345.11 DNAJA2 chr16 46955362 46973788 - -ENSG00000261173.1 RP11-169E6.1 chr16 46973989 46978983 + -ENSG00000259821.1 RP11-169E6.4 chr16 47004513 47035385 + -ENSG00000259983.1 RP11-169E6.3 chr16 47013957 47014365 + -ENSG00000171208.9 NETO2 chr16 47077703 47143997 - -ENSG00000260281.5 ITFG1-AS1 chr16 47144323 47162747 + -ENSG00000239840.1 RPL23AP72 chr16 47150132 47150566 - -ENSG00000129636.12 ITFG1 chr16 47154387 47464149 - -ENSG00000260744.1 RP11-329J18.3 chr16 47196311 47202429 + -ENSG00000279509.1 RP11-329J18.5 chr16 47218026 47218768 + -ENSG00000260012.1 RP11-329J18.4 chr16 47262741 47263500 + -ENSG00000261369.1 RP11-474B12.1 chr16 47299447 47317814 + -ENSG00000222767.1 Y_RNA chr16 47313027 47313121 - -ENSG00000212290.1 RNA5SP424 chr16 47450347 47450461 - -ENSG00000102893.15 PHKB chr16 47461123 47701523 + -ENSG00000222268.1 RNA5SP425 chr16 47505432 47505543 + -ENSG00000262038.1 RP11-177N22.3 chr16 47529190 47529916 + -ENSG00000259866.1 RP11-177N22.2 chr16 47561307 47562480 - -ENSG00000261336.1 EIF4BP5 chr16 47565090 47566884 - -ENSG00000259918.1 NDUFA5P11 chr16 47598654 47598996 - -ENSG00000261231.6 RP11-523L20.2 chr16 47724568 47908431 + -ENSG00000260497.1 CTB-55P19.1 chr16 47760780 47760921 - -ENSG00000261325.1 AC140542.2 chr16 47849314 47887130 - -ENSG00000260450.1 RP11-523L20.1 chr16 47965672 47971687 + -ENSG00000261017.1 RP11-3M1.3 chr16 48059671 48059995 - -ENSG00000140798.15 ABCC12 chr16 48082973 48156018 - -ENSG00000261538.1 RP11-3M1.1 chr16 48164952 48167238 - -ENSG00000121270.15 ABCC11 chr16 48166910 48247568 - -ENSG00000102910.13 LONP2 chr16 48244296 48363122 + -ENSG00000240793.1 UBA52P8 chr16 48334471 48334854 - -ENSG00000280067.1 CTD-2600H12.2 chr16 48343755 48346058 - -ENSG00000196470.11 SIAH1 chr16 48356364 48448402 - -ENSG00000239138.1 AC023818.1 chr16 48421127 48421203 - -ENSG00000275909.1 Metazoa_SRP chr16 48432927 48433208 - -ENSG00000261802.1 RP11-44I10.6 chr16 48447904 48448398 - -ENSG00000260688.1 RP11-44I10.5 chr16 48470953 48471133 - -ENSG00000260347.1 MOCS1P1 chr16 48496990 48498601 + -ENSG00000102921.7 N4BP1 chr16 48538726 48620148 - -ENSG00000261267.1 RP11-44I10.3 chr16 48559661 48587403 + -ENSG00000243609.1 RPS2P44 chr16 48577524 48578369 - -ENSG00000260033.1 CTC-527H23.1 chr16 48600176 48600644 + -ENSG00000259912.1 CTC-527H23.2 chr16 48620319 48622033 + -ENSG00000260086.2 RP11-42I10.1 chr16 48623436 48744921 + -ENSG00000260052.1 CTC-527H23.3 chr16 48637143 48638719 + -ENSG00000272545.1 CTC-527H23.4 chr16 48640473 48641052 + -ENSG00000220993.1 AC007611.1 chr16 48651331 48651423 + -ENSG00000260726.2 KLF8P1 chr16 48718083 48719143 + -ENSG00000222170.1 RNU6-257P chr16 48731704 48731801 - -ENSG00000260184.1 RP11-42I10.3 chr16 48849919 48850015 - -ENSG00000260067.1 RP11-98C8.1 chr16 49066567 49066729 - -ENSG00000261421.1 RP11-22D3.1 chr16 49159508 49162023 + -ENSG00000261815.1 RP11-22D3.2 chr16 49170552 49171786 + -ENSG00000102924.11 CBLN1 chr16 49277917 49281831 - -ENSG00000260614.1 RP11-491F9.1 chr16 49287430 49290227 + -ENSG00000259957.2 RP11-491F9.8 chr16 49294886 49296736 + -ENSG00000280189.1 RP11-491F9.2 chr16 49297143 49299762 + -ENSG00000259839.1 RP11-491F9.6 chr16 49336683 49337345 + -ENSG00000260769.1 RP11-491F9.5 chr16 49337167 49338993 + -ENSG00000279249.1 RP11-491F9.3 chr16 49341663 49350554 + -ENSG00000166152.3 C16orf78 chr16 49373823 49399431 + -ENSG00000262950.1 RP11-189E14.5 chr16 49442910 49454078 - -ENSG00000263110.1 RP11-189E14.3 chr16 49454229 49457269 + -ENSG00000261623.1 RP11-189E14.4 chr16 49466106 49469875 + -ENSG00000102935.11 ZNF423 chr16 49487524 49857919 - -ENSG00000260089.2 ADAM3B chr16 49517762 49518601 - -ENSG00000221134.1 AC007339.1 chr16 49679220 49679301 + -ENSG00000276695.1 AC007339.2 chr16 49680190 49680274 + -ENSG00000260024.1 MRPS21P7 chr16 49708006 49708243 + -ENSG00000280131.1 CTD-2595P9.2 chr16 49711273 49711914 + -ENSG00000259978.1 MRPS21P8 chr16 49764454 49764688 + -ENSG00000265708.1 AC027348.1 chr16 49816685 49816784 + -ENSG00000275155.1 CTD-2595P9.4 chr16 49847018 49847632 - -ENSG00000279842.1 RP11-305A4.2 chr16 49900019 49900524 + -ENSG00000261751.1 RP11-305A4.3 chr16 49920730 49924154 - -ENSG00000244551.2 RPL34P29 chr16 49935028 49935352 + -ENSG00000205423.11 CNEP1R1 chr16 50024410 50037088 + -ENSG00000259843.2 RP11-429P3.3 chr16 50046429 50066224 - -ENSG00000261835.1 RP11-429P3.2 chr16 50046496 50047798 + -ENSG00000273829.1 Metazoa_SRP chr16 50054143 50054430 + -ENSG00000260298.2 ACTG1P16 chr16 50058150 50059231 - -ENSG00000155393.12 HEATR3 chr16 50065941 50106387 + -ENSG00000279356.1 RP11-429P3.8 chr16 50072862 50074986 + -ENSG00000202124.1 RNY4P3 chr16 50098264 50098358 + -ENSG00000260381.2 RP11-429P3.5 chr16 50100339 50121943 - -ENSG00000260031.1 RPL10P14 chr16 50151280 50151577 - -ENSG00000252526.1 SNORA70 chr16 50151642 50151731 - -ENSG00000121274.12 PAPD5 chr16 50152918 50235310 + -ENSG00000121281.12 ADCY7 chr16 50246137 50318135 + -ENSG00000274969.1 MIR6771 chr16 50292616 50292675 + -ENSG00000166164.15 BRD7 chr16 50313487 50368934 - -ENSG00000261393.1 RP11-21B23.1 chr16 50368580 50371480 + -ENSG00000261092.1 RP11-21B23.2 chr16 50390916 50395133 - -ENSG00000260573.1 RP11-21B23.3 chr16 50407701 50408513 + -ENSG00000140807.5 NKD1 chr16 50548330 50640739 + -ENSG00000260029.2 RP11-401P9.1 chr16 50551824 50553940 - -ENSG00000278909.1 RP11-401P9.7 chr16 50555355 50558719 + -ENSG00000205414.1 RP11-401P9.6 chr16 50606076 50613684 - -ENSG00000261685.2 RP11-401P9.4 chr16 50645809 50649249 + -ENSG00000260249.2 RP11-401P9.5 chr16 50666211 50671639 + -ENSG00000167208.14 SNX20 chr16 50666300 50681353 - -ENSG00000167207.11 NOD2 chr16 50693603 50733077 + -ENSG00000270120.1 RP11-327F22.6 chr16 50712844 50713589 + -ENSG00000261644.1 RP11-327F22.2 chr16 50735713 50740716 - -ENSG00000260929.1 RP11-327F22.1 chr16 50740910 50742815 - -ENSG00000083799.17 CYLD chr16 50742050 50801935 + -ENSG00000264947.1 MIR3181 chr16 50742305 50742377 + -ENSG00000260616.6 RP11-327F22.4 chr16 50783859 50803338 - -ENSG00000261703.1 RP11-327F22.5 chr16 50806668 50807629 + -ENSG00000260042.1 CTD-2034I21.1 chr16 50856614 50879278 - -ENSG00000199771.1 RNA5SP426 chr16 50869455 50869575 - -ENSG00000263082.1 CTD-2034I21.2 chr16 50880209 50884101 + -ENSG00000261241.5 RP11-883G14.1 chr16 50884209 50901061 + -ENSG00000261637.1 RP11-883G14.2 chr16 51017758 51035777 + -ENSG00000260605.1 RP11-883G14.3 chr16 51035118 51038764 - -ENSG00000260620.1 RP11-883G14.4 chr16 51054728 51056399 - -ENSG00000261282.1 SOD1P2 chr16 51107571 51108021 + -ENSG00000103449.11 SALL1 chr16 51135975 51151367 - -ENSG00000261238.1 AC009166.5 chr16 51149239 51149819 + -ENSG00000280344.1 AC009166.7 chr16 51176066 51178898 + -ENSG00000261047.1 AC137527.2 chr16 51244054 51244123 + -ENSG00000260818.2 UNGP1 chr16 51277852 51279112 + -ENSG00000260850.1 RP11-437L7.1 chr16 51354456 51356532 - -ENSG00000224578.4 HNRNPA1P48 chr16 51645756 51647132 + -ENSG00000223168.1 RN7SKP142 chr16 51671236 51671563 - -ENSG00000260057.5 LINC01571 chr16 51762519 51773173 + -ENSG00000261190.5 C16orf97 chr16 52005487 52078474 - -ENSG00000261470.1 RP11-152O14.4 chr16 52078622 52080489 + -ENSG00000279779.1 RP11-152O14.3 chr16 52081568 52082096 - -ENSG00000260268.5 LINC00919 chr16 52083065 52085109 - -ENSG00000261749.2 RP11-152O14.1 chr16 52085280 52099067 + -ENSG00000260975.1 RP11-142G1.3 chr16 52198012 52227956 - -ENSG00000260478.1 RP11-142G1.1 chr16 52238082 52269440 + -ENSG00000221515.1 AC007333.1 chr16 52255451 52255549 - -ENSG00000260887.2 CASC22 chr16 52258564 52280638 + -ENSG00000279427.1 RP11-132F7.2 chr16 52436772 52437474 - -ENSG00000103460.16 TOX3 chr16 52438005 52547802 - -ENSG00000249231.7 CASC16 chr16 52552090 52652105 - -ENSG00000260963.1 RP11-297L17.2 chr16 52607349 52613908 + -ENSG00000260393.1 RP11-297L17.3 chr16 52607762 52608158 - -ENSG00000261261.2 RP11-297L17.4 chr16 52622115 52631088 + -ENSG00000234337.4 RP11-297L17.6 chr16 52655307 52656045 + -ENSG00000260326.1 PHBP21 chr16 52934813 52935635 + -ENSG00000260258.2 RP11-467J12.2 chr16 52942139 52943464 + -ENSG00000260939.1 RP11-467J12.3 chr16 53010395 53011286 - -ENSG00000261550.1 RP11-467J12.4 chr16 53035690 53052873 - -ENSG00000277639.1 RP11-295M3.4 chr16 53043066 53044216 - -ENSG00000177200.15 CHD9 chr16 53055033 53329150 + -ENSG00000261291.1 RP11-295M3.2 chr16 53168522 53169450 + -ENSG00000279018.1 AC007906.1 chr16 53207941 53226385 - -ENSG00000280227.1 RP11-454F8.3 chr16 53227146 53227694 + -ENSG00000261056.2 RP11-454F8.2 chr16 53298224 53299792 + -ENSG00000279589.1 RP11-454F8.4 chr16 53310797 53311989 + -ENSG00000238645.1 snoU13 chr16 53334562 53334664 + -ENSG00000202193.1 RNA5SP427 chr16 53337453 53337571 + -ENSG00000259962.1 RP11-44F14.4 chr16 53362019 53363678 - -ENSG00000260078.3 RP11-44F14.1 chr16 53364982 53373083 - -ENSG00000261804.1 RP11-44F14.2 chr16 53373493 53384745 + -ENSG00000262714.1 RP11-44F14.8 chr16 53386944 53389085 + -ENSG00000279741.1 RP11-44F14.9 chr16 53389886 53390563 + -ENSG00000280027.1 RP11-44F14.10 chr16 53391089 53392473 + -ENSG00000103479.14 RBL2 chr16 53433977 53491649 + -ENSG00000252569.1 RNU6-1153P chr16 53443228 53443332 - -ENSG00000259926.1 RP11-44F14.5 chr16 53448748 53449590 + -ENSG00000279344.1 RP11-44F14.7 chr16 53478957 53481550 - -ENSG00000279722.1 RP11-44F14.6 chr16 53487607 53489943 - -ENSG00000166971.16 AKTIP chr16 53491040 53504411 - -ENSG00000103494.12 RPGRIP1L chr16 53597683 53703938 - -ENSG00000275191.1 RP11-36I17.2 chr16 53628256 53628816 - -ENSG00000140718.18 FTO chr16 53703963 54121941 + -ENSG00000261630.1 RP11-357N13.3 chr16 53981229 53981912 - -ENSG00000280392.1 RP11-357N13.6 chr16 53991012 53994454 + -ENSG00000260194.1 RP11-357N13.2 chr16 53998313 53999969 - -ENSG00000261049.2 RP11-357N13.1 chr16 54033997 54054583 - -ENSG00000260936.1 FTO-IT1 chr16 54039393 54040726 + -ENSG00000280454.1 AC007347.1 chr16 54114697 54114878 - -ENSG00000275147.1 RP11-324D17.3 chr16 54152855 54153448 + -ENSG00000259759.1 RP11-324D17.2 chr16 54239693 54240654 + -ENSG00000259517.2 RP11-324D17.1 chr16 54245618 54270746 - -ENSG00000177508.11 IRX3 chr16 54283304 54286763 - -ENSG00000277559.1 RP11-434E6.4 chr16 54290965 54292422 + -ENSG00000261803.1 RP11-434E6.2 chr16 54366007 54370699 - -ENSG00000261171.1 RP11-1136G4.1 chr16 54847247 54848233 - -ENSG00000273615.1 RP11-1136G4.2 chr16 54851640 54852733 - -ENSG00000245694.8 CRNDE chr16 54918863 54929189 - -ENSG00000176842.14 IRX5 chr16 54930862 54934485 + -ENSG00000259711.1 CTD-3032H12.2 chr16 54934913 54954665 + -ENSG00000259725.1 CTD-3032H12.1 chr16 54937786 54938671 - -ENSG00000260147.1 CTD-3032H12.3 chr16 55007982 55008306 + -ENSG00000259283.2 RP11-26L20.3 chr16 55259969 55333588 - -ENSG00000239555.3 RN7SL841P chr16 55291379 55291675 - -ENSG00000159387.7 IRX6 chr16 55323760 55330760 + -ENSG00000263207.2 RP11-26L20.4 chr16 55332355 55332967 + -ENSG00000240760.1 RPL31P56 chr16 55352721 55353088 - -ENSG00000087245.12 MMP2 chr16 55389700 55506691 + -ENSG00000274508.1 RP11-212I21.5 chr16 55425574 55426130 - -ENSG00000260135.6 RP11-212I21.2 chr16 55426797 55462297 - -ENSG00000279030.1 RP11-212I21.3 chr16 55486618 55488777 + -ENSG00000087253.11 LPCAT2 chr16 55508998 55586670 + -ENSG00000261997.1 RP11-212I21.4 chr16 55538200 55542027 + -ENSG00000256812.1 CAPNS2 chr16 55566672 55567687 + -ENSG00000103546.18 SLC6A2 chr16 55655604 55706192 + -ENSG00000278928.1 RP11-481F24.3 chr16 55704119 55706422 + -ENSG00000260765.2 CES1P2 chr16 55728115 55750111 + -ENSG00000228695.9 CES1P1 chr16 55760548 55794158 + -ENSG00000198848.12 CES1 chr16 55802851 55833337 - -ENSG00000159398.15 CES5A chr16 55846154 55956031 - -ENSG00000246379.6 RP11-461O7.1 chr16 56092987 56191094 - -ENSG00000279523.1 RP11-461O7.2 chr16 56108980 56109970 + -ENSG00000260041.5 RP11-355E10.1 chr16 56109537 56137000 + -ENSG00000261013.1 CTD-2050B12.1 chr16 56183726 56186306 - -ENSG00000087258.13 GNAO1 chr16 56191390 56357444 + -ENSG00000261439.1 DKFZP434H168 chr16 56192614 56194518 - -ENSG00000265281.1 MIR3935 chr16 56245520 56245623 + -ENSG00000260198.1 RP11-441F2.2 chr16 56300616 56302904 + -ENSG00000279764.1 RP11-441F2.4 chr16 56306845 56308335 + -ENSG00000272372.1 RP11-441F2.5 chr16 56351886 56353524 - -ENSG00000159461.14 AMFR chr16 56361452 56425538 - -ENSG00000260621.1 RP11-413H22.2 chr16 56409320 56411683 + -ENSG00000167005.13 NUDT21 chr16 56429133 56452199 - -ENSG00000087263.16 OGFOD1 chr16 56451490 56479100 + -ENSG00000274031.1 RP11-413H22.3 chr16 56465642 56466162 - -ENSG00000125124.11 BBS2 chr16 56466836 56520283 - -ENSG00000102891.3 MT4 chr16 56565049 56568957 + -ENSG00000280654.1 U7 chr16 56574401 56574462 + -ENSG00000087250.8 MT3 chr16 56589074 56591088 + -ENSG00000125148.6 MT2A chr16 56608199 56609497 + -ENSG00000260823.1 RP11-249C24.10 chr16 56609501 56611375 - -ENSG00000260549.1 MT1L chr16 56617476 56618818 + -ENSG00000169715.14 MT1E chr16 56625475 56627112 + -ENSG00000205364.3 MT1M chr16 56632233 56633986 + -ENSG00000255986.6 MT1JP chr16 56635739 56637086 + -ENSG00000205362.10 MT1A chr16 56638666 56750276 + -ENSG00000205361.8 MT1DP chr16 56643705 56644786 + -ENSG00000205360.6 MT1CP chr16 56648248 56649514 + -ENSG00000259923.1 RP11-249C24.11 chr16 56648881 56652636 + -ENSG00000169688.10 MT1B chr16 56651899 56653204 + -ENSG00000198417.6 MT1F chr16 56657694 56660698 + -ENSG00000125144.13 MT1G chr16 56666731 56668065 - -ENSG00000205358.3 MT1H chr16 56669814 56671129 + -ENSG00000275691.1 RP11-249C24.12 chr16 56676132 56677763 + -ENSG00000187193.8 MT1X chr16 56682424 56684196 + -ENSG00000259827.1 RP11-343H19.2 chr16 56682470 56687807 + -ENSG00000261429.2 DPPA2P4 chr16 56686851 56688052 + -ENSG00000261302.5 RP11-343H19.1 chr16 56708772 56729968 - -ENSG00000102900.12 NUP93 chr16 56730105 56850286 + -ENSG00000207649.2 MIR138-2 chr16 56858507 56858616 + -ENSG00000274182.1 AC012181.2 chr16 56864952 56865012 + -ENSG00000070915.9 SLC12A3 chr16 56865207 56915850 + -ENSG00000243988.1 RPS24P17 chr16 56906534 56906956 + -ENSG00000051108.14 HERPUD1 chr16 56932048 56944863 + -ENSG00000261270.1 RP11-325K4.3 chr16 56940278 56941342 + -ENSG00000261114.1 RP11-325K4.2 chr16 56941028 56941726 + -ENSG00000263441.1 AC012181.1 chr16 56957265 56957361 + -ENSG00000087237.10 CETP chr16 56961850 56983845 + -ENSG00000140853.15 NLRC5 chr16 56989485 57083531 + -ENSG00000259922.1 RP11-322D14.1 chr16 57013071 57014100 - -ENSG00000260145.1 RP11-322D14.2 chr16 57052505 57058497 - -ENSG00000260148.1 RP11-407G23.1 chr16 57091213 57092303 - -ENSG00000140848.16 CPNE2 chr16 57092537 57148367 + -ENSG00000279019.1 RP11-407G23.2 chr16 57140896 57144586 - -ENSG00000279803.1 RP11-407G23.5 chr16 57142652 57144936 + -ENSG00000172775.16 FAM192A chr16 57152466 57186116 - -ENSG00000159579.13 RSPRY1 chr16 57186137 57240475 + -ENSG00000102931.7 ARL2BP chr16 57245098 57253635 + -ENSG00000276663.1 RP11-407G23.7 chr16 57245832 57246396 - -ENSG00000260038.1 RP11-407G23.4 chr16 57247350 57248492 + -ENSG00000102934.9 PLLP chr16 57248547 57284687 - -ENSG00000260965.1 RPL23AP91 chr16 57321352 57322117 + -ENSG00000271456.1 CTC-661I16.2 chr16 57332379 57332599 - -ENSG00000102962.4 CCL22 chr16 57358772 57366190 + -ENSG00000006210.6 CX3CL1 chr16 57372458 57385048 + -ENSG00000102970.10 CCL17 chr16 57404767 57416062 + -ENSG00000005194.14 CIAPIN1 chr16 57428169 57447528 - -ENSG00000088682.13 COQ9 chr16 57447425 57461275 + -ENSG00000260345.1 AC009052.12 chr16 57461055 57462737 + -ENSG00000102978.12 POLR2C chr16 57462387 57472010 + -ENSG00000125170.10 DOK4 chr16 57471922 57487327 - -ENSG00000135736.5 CCDC102A chr16 57512178 57536599 - -ENSG00000159618.15 ADGRG5 chr16 57542421 57591681 + -ENSG00000260828.1 HMGB3P32 chr16 57603137 57603697 + -ENSG00000205336.11 ADGRG1 chr16 57610652 57665580 + -ENSG00000261633.1 RP11-405F3.5 chr16 57622034 57631647 - -ENSG00000182885.16 ADGRG3 chr16 57668187 57689378 + -ENSG00000260467.1 RP11-405F3.4 chr16 57681124 57701730 - -ENSG00000159625.14 DRC7 chr16 57694793 57731805 + -ENSG00000260438.1 RP11-405F3.2 chr16 57713782 57714957 + -ENSG00000140854.12 KATNB1 chr16 57735730 57757250 + -ENSG00000140859.15 KIFC3 chr16 57758217 57863053 - -ENSG00000276166.1 CTD-2600O9.2 chr16 57759358 57760024 + -ENSG00000274816.1 MIR6772 chr16 57772289 57772352 - -ENSG00000187185.4 CTD-2600O9.1 chr16 57798186 57816946 + -ENSG00000206833.1 RNU6-20P chr16 57830536 57830642 - -ENSG00000265209.1 AC010543.1 chr16 57874384 57874530 - -ENSG00000070729.13 CNGB1 chr16 57882340 57971116 - -ENSG00000159648.11 TEPP chr16 57976435 57988116 + -ENSG00000166188.2 ZNF319 chr16 57994668 58000453 - -ENSG00000103005.11 USB1 chr16 57999546 58021618 + -ENSG00000102996.4 MMP15 chr16 58025566 58046901 + -ENSG00000207173.1 Y_RNA chr16 58083068 58083168 - -ENSG00000261151.1 RP11-332G1.1 chr16 58092053 58092947 - -ENSG00000070761.7 CFAP20 chr16 58113588 58129450 - -ENSG00000260545.1 CTB-134F13.1 chr16 58116885 58119353 + -ENSG00000260927.1 RP11-459F6.3 chr16 58129529 58159133 + -ENSG00000070770.8 CSNK2A2 chr16 58157907 58197920 - -ENSG00000260867.1 RP11-459F6.1 chr16 58197112 58217805 + -ENSG00000240863.3 RN7SL645P chr16 58199568 58199836 - -ENSG00000103021.9 CCDC113 chr16 58231157 58283836 + -ENSG00000103023.11 PRSS54 chr16 58279997 58295047 - -ENSG00000181938.13 GINS3 chr16 58295080 58406144 + -ENSG00000212379.1 RNU6-269P chr16 58378052 58378148 - -ENSG00000261078.1 RP11-481J2.1 chr16 58382989 58383798 - -ENSG00000252271.1 RNU6-1110P chr16 58384442 58384542 - -ENSG00000276131.1 RP11-481J2.3 chr16 58392153 58392807 - -ENSG00000260186.5 RP11-481J2.2 chr16 58421326 58462470 + -ENSG00000103034.14 NDRG4 chr16 58462846 58513628 + -ENSG00000200556.1 RNU6-103P chr16 58496908 58497014 + -ENSG00000103037.11 SETD6 chr16 58515479 58521181 + -ENSG00000125107.16 CNOT1 chr16 58519951 58629886 - -ENSG00000276259.1 RP11-481J2.4 chr16 58522970 58523842 + -ENSG00000207493.1 SNORA46 chr16 58548499 58548633 - -ENSG00000279816.1 AC010287.1 chr16 58554337 58554935 + -ENSG00000206952.3 SNORA76A chr16 58559796 58559929 - -ENSG00000281910.1 SNORA76A chr16 58559796 58559931 - -ENSG00000260865.1 CTA-331F8.1 chr16 58597589 58597945 - -ENSG00000103042.8 SLC38A7 chr16 58665109 58685104 - -ENSG00000279889.1 RP11-451N19.3 chr16 58705799 58706297 - -ENSG00000125166.12 GOT2 chr16 58707131 58734357 - -ENSG00000245768.6 RP11-410D17.2 chr16 58733912 59108974 + -ENSG00000200424.1 RNU6-1155P chr16 58744251 58744357 - -ENSG00000244003.3 RN7SL143P chr16 58770524 58770820 + -ENSG00000260451.1 GEMIN8P2 chr16 58776540 58777563 + -ENSG00000242423.2 RP11-451N19.1 chr16 58825891 58826368 + -ENSG00000261638.1 RP11-700H13.1 chr16 58847807 58880213 - -ENSG00000275808.1 Metazoa_SRP chr16 59004213 59004494 + -ENSG00000244043.1 RPS27P27 chr16 59088837 59089091 + -ENSG00000261144.1 RP11-102D18.1 chr16 59166951 59167152 - -ENSG00000200062.1 RNU4-58P chr16 59540126 59540266 + -ENSG00000270222.1 RP11-105C20.3 chr16 59655602 59656336 + -ENSG00000260240.4 APOOP5 chr16 59709993 59755026 - -ENSG00000261807.2 RP11-430C1.1 chr16 59855353 60053973 + -ENSG00000261278.1 RP11-430C1.2 chr16 60024578 60025141 - -ENSG00000261590.1 RP11-457D20.1 chr16 60357214 60357474 + -ENSG00000278499.2 RP11-457D20.2 chr16 60358455 60359480 - -ENSG00000261436.5 RP11-354I13.2 chr16 60359842 60442245 + -ENSG00000265167.1 AC009081.1 chr16 60429648 60429733 - -ENSG00000261310.1 RP11-354I13.1 chr16 60486819 60523250 - -ENSG00000259844.2 GNPATP chr16 60654235 60656649 - -ENSG00000265127.1 AC009080.1 chr16 60769979 60770083 + -ENSG00000261178.2 RP11-90K18.1 chr16 60925733 60928541 - -ENSG00000224631.4 RP11-51O6.1 chr16 61055399 61055964 - -ENSG00000150394.13 CDH8 chr16 61647242 62037035 - -ENSG00000260600.1 RP11-109D24.1 chr16 61691756 61693750 - -ENSG00000201289.1 RN7SKP76 chr16 61743154 61743476 - -ENSG00000260115.1 CTC-420A11.2 chr16 61918321 61940697 + -ENSG00000207441.1 RNU6-21P chr16 62187540 62187646 - -ENSG00000280261.1 RP11-75D3.1 chr16 62342420 62342557 + -ENSG00000237901.1 AC009161.1 chr16 62357371 62357746 + -ENSG00000231589.1 AC009110.1 chr16 62596372 62598449 + -ENSG00000222299.2 AC092116.1 chr16 62720824 62720914 - -ENSG00000260332.1 RP11-50O21.1 chr16 62808222 62808706 - -ENSG00000223123.1 AC010546.1 chr16 62825961 62826048 - -ENSG00000261502.3 RP11-96H17.1 chr16 63056786 63129654 - -ENSG00000269986.1 RP11-96H17.3 chr16 63066526 63066990 - -ENSG00000261199.1 UBE2FP2 chr16 63180610 63181071 - -ENSG00000260658.5 RP11-368L12.1 chr16 63314264 63618046 - -ENSG00000241808.1 RPS15AP34 chr16 63350763 63351149 - -ENSG00000261743.1 RP11-2K6.2 chr16 63368844 63369456 + -ENSG00000279225.1 RP11-2K6.1 chr16 63397707 63397946 + -ENSG00000259864.1 RP11-370P15.1 chr16 63703483 63703665 + -ENSG00000261014.1 RP11-370P15.2 chr16 63730277 63754757 + -ENSG00000261653.1 RP11-21L1.1 chr16 63935778 63936906 + -ENSG00000260715.1 RP11-744D14.2 chr16 64155169 64156574 + -ENSG00000261028.1 AC012322.1 chr16 64242608 64343909 - -ENSG00000260668.1 RP11-744D14.1 chr16 64260570 64261239 - -ENSG00000259846.1 RP11-467L24.1 chr16 64364781 64600247 + -ENSG00000259859.1 RP11-439I14.2 chr16 64735925 64736804 + -ENSG00000260187.1 RP11-439I14.1 chr16 64736788 64737280 + -ENSG00000260068.1 RP11-439I14.3 chr16 64738323 64738564 + -ENSG00000140937.13 CDH11 chr16 64943753 65126112 - -ENSG00000278893.1 RP11-229O3.1 chr16 64981123 64983227 - -ENSG00000259847.1 RP11-95H3.1 chr16 65141756 65176713 - -ENSG00000260834.1 RP11-256I9.2 chr16 65190973 65234914 - -ENSG00000260364.1 RP11-256I9.3 chr16 65233056 65432820 + -ENSG00000261742.5 LINC00922 chr16 65284499 65576300 - -ENSG00000261818.1 RP11-351A20.1 chr16 65580668 65646947 + -ENSG00000260004.1 RP11-351A20.2 chr16 65601101 65601698 - -ENSG00000260695.1 RP11-513N24.1 chr16 65861112 65863784 - -ENSG00000261234.1 RP11-356O24.1 chr16 65938189 65938453 - -ENSG00000201999.1 RNA5SP428 chr16 66301809 66301940 + -ENSG00000179776.17 CDH5 chr16 66366622 66404786 + -ENSG00000246898.1 LINC00920 chr16 66408524 66412135 + -ENSG00000166546.13 BEAN1 chr16 66427297 66493529 + -ENSG00000260146.1 CTD-2258A20.3 chr16 66450998 66451351 - -ENSG00000261656.5 BEAN1-AS1 chr16 66469796 66481230 - -ENSG00000260851.6 RP11-403P17.5 chr16 66469812 66517312 - -ENSG00000166548.15 TK2 chr16 66508003 66552544 - -ENSG00000260755.1 RP11-403P17.3 chr16 66509437 66510048 + -ENSG00000261519.3 RP11-403P17.4 chr16 66549280 66551189 + -ENSG00000275745.1 Y_RNA chr16 66550457 66550567 + -ENSG00000217555.12 CKLF chr16 66552563 66566251 + -ENSG00000254788.6 CKLF-CMTM1 chr16 66552563 66579135 + -ENSG00000277978.1 RP11-403P17.6 chr16 66565620 66566001 - -ENSG00000089505.17 CMTM1 chr16 66566393 66579137 + -ENSG00000140932.9 CMTM2 chr16 66579448 66588275 + -ENSG00000260650.1 RP11-403P17.2 chr16 66579983 66580716 - -ENSG00000140931.19 CMTM3 chr16 66603874 66613892 + -ENSG00000183723.12 CMTM4 chr16 66614750 66696707 - -ENSG00000135720.12 DYNC1LI2 chr16 66720893 66751798 - -ENSG00000260465.1 RP11-63M22.2 chr16 66720897 66731785 + -ENSG00000260558.1 RP11-63M22.1 chr16 66738263 66739326 + -ENSG00000246777.1 RP11-61A14.4 chr16 66751752 66754740 + -ENSG00000249961.9 CCDC79 chr16 66754976 66801620 - -ENSG00000159593.14 NAE1 chr16 66802875 66873256 - -ENSG00000258122.1 RP11-61A14.1 chr16 66841433 66853448 - -ENSG00000168748.13 CA7 chr16 66844379 66854153 + -ENSG00000172840.6 PDP2 chr16 66878589 66895754 + -ENSG00000166589.12 CDH16 chr16 66908122 66918984 - -ENSG00000166592.11 RRAD chr16 66921679 66925644 - -ENSG00000166595.11 FAM96B chr16 66932055 66934423 - -ENSG00000172831.11 CES2 chr16 66934444 66945096 + -ENSG00000265408.1 RP11-361L15.4 chr16 66942712 66963256 + -ENSG00000280416.1 RP11-361L15.3 chr16 66944660 66945096 - -ENSG00000172828.12 CES3 chr16 66961237 66975148 + -ENSG00000172824.14 CES4A chr16 66988589 67009758 + -ENSG00000280334.1 RP11-361L15.5 chr16 67006672 67009481 - -ENSG00000265918.2 RN7SL543P chr16 67019519 67019817 + -ENSG00000281589.1 AC009084.1 chr16 67019727 67019811 + -ENSG00000067955.13 CBFB chr16 67029116 67101058 + -ENSG00000125149.11 C16orf70 chr16 67109958 67148539 + -ENSG00000237172.3 B3GNT9 chr16 67148105 67151214 - -ENSG00000102871.15 TRADD chr16 67154180 67160298 - -ENSG00000135722.8 FBXL8 chr16 67159931 67164570 + -ENSG00000265690.7 RP11-5A19.5 chr16 67163385 67165815 + -ENSG00000102878.15 HSF4 chr16 67163385 67169945 + -ENSG00000140939.14 NOL3 chr16 67170154 67175735 + -ENSG00000196123.12 KIAA0895L chr16 67175602 67184040 - -ENSG00000179044.15 EXOC3L1 chr16 67184366 67190204 - -ENSG00000205250.8 E2F4 chr16 67192169 67198918 + -ENSG00000102890.14 ELMO3 chr16 67199111 67204029 + -ENSG00000207948.2 MIR328 chr16 67202308 67202418 - -ENSG00000280163.1 CTC-277H1.6 chr16 67205175 67206849 - -ENSG00000125122.14 LRRC29 chr16 67207139 67227048 - -ENSG00000168701.18 TMEM208 chr16 67227103 67229278 + -ENSG00000135723.13 FHOD1 chr16 67229387 67247658 - -ENSG00000135740.16 SLC9A5 chr16 67237683 67272190 + -ENSG00000262691.1 CTC-277H1.7 chr16 67261108 67263784 + -ENSG00000196155.12 PLEKHG4 chr16 67277510 67289499 + -ENSG00000168676.10 KCTD19 chr16 67289428 67326763 - -ENSG00000201201.1 RN7SKP118 chr16 67321658 67321987 - -ENSG00000159708.17 LRRC36 chr16 67326798 67385203 + -ENSG00000159713.10 TPPP3 chr16 67389809 67393535 - -ENSG00000239194.1 RNU1-123P chr16 67390691 67390850 - -ENSG00000159714.10 ZDHHC1 chr16 67394419 67416833 - -ENSG00000176387.6 HSD11B2 chr16 67430652 67437553 + -ENSG00000261320.1 RP11-297D21.2 chr16 67430667 67431464 - -ENSG00000159720.11 ATP6V0D1 chr16 67438014 67481237 - -ENSG00000270049.1 RP11-297D21.4 chr16 67481314 67487250 + -ENSG00000159723.4 AGRP chr16 67482571 67483813 - -ENSG00000276075.1 CTD-2012K14.8 chr16 67517862 67528675 - -ENSG00000039523.17 FAM65A chr16 67518418 67546788 + -ENSG00000261396.1 CTD-2012K14.2 chr16 67538557 67540106 - -ENSG00000259945.1 CTD-2012K14.3 chr16 67542123 67542963 - -ENSG00000260894.1 CTD-2012K14.4 chr16 67542304 67542572 - -ENSG00000261386.2 CTD-2012K14.6 chr16 67549214 67563958 - -ENSG00000280214.1 CTD-2012K14.5 chr16 67550815 67552935 - -ENSG00000259804.1 CTD-2012K14.7 chr16 67561411 67562309 - -ENSG00000102974.14 CTCF chr16 67562407 67639183 + -ENSG00000237718.2 AC009095.4 chr16 67614381 67616146 - -ENSG00000159753.13 RLTPR chr16 67644919 67657569 + -ENSG00000102977.13 ACD chr16 67657512 67660815 - -ENSG00000102981.9 PARD6A chr16 67660946 67662778 + -ENSG00000124074.11 ENKD1 chr16 67662945 67667265 - -ENSG00000159761.14 C16orf86 chr16 67666816 67668758 + -ENSG00000141098.12 GFOD2 chr16 67674531 67719421 - -ENSG00000141084.10 RANBP10 chr16 67723066 67806652 - -ENSG00000270165.1 RP11-167P11.2 chr16 67738588 67739922 - -ENSG00000102904.14 TSNAXIP1 chr16 67806765 67832148 + -ENSG00000102901.12 CENPT chr16 67828157 67847811 - -ENSG00000168286.2 THAP11 chr16 67842082 67844195 + -ENSG00000102898.11 NUTF2 chr16 67846732 67872567 + -ENSG00000262141.1 CTC-479C5.11 chr16 67855955 67856111 - -ENSG00000038358.14 EDC4 chr16 67873023 67884503 + -ENSG00000221526.1 AC040162.1 chr16 67877657 67877740 + -ENSG00000263126.1 CTC-479C5.10 chr16 67882461 67886367 + -ENSG00000188038.7 NRN1L chr16 67884805 67888855 + -ENSG00000159792.9 PSKH1 chr16 67893272 67929678 + -ENSG00000141086.17 CTRL chr16 67927640 67932414 - -ENSG00000261884.2 CTC-479C5.12 chr16 67929614 67936017 - -ENSG00000205220.11 PSMB10 chr16 67934502 67937087 - -ENSG00000213398.7 LCAT chr16 67939750 67944131 - -ENSG00000124067.16 SLC12A4 chr16 67943474 67969601 - -ENSG00000141096.4 DPEP3 chr16 67975663 67980829 - -ENSG00000167261.13 DPEP2 chr16 67987394 68000586 - -ENSG00000167264.17 DUS2 chr16 67987746 68079320 + -ENSG00000262962.1 KARSP3 chr16 68002432 68004952 - -ENSG00000263201.1 CTC-479C5.6 chr16 68013436 68015911 - -ENSG00000202336.1 RNU6-359P chr16 68017710 68017817 - -ENSG00000182810.6 DDX28 chr16 68021274 68023442 - -ENSG00000221789.1 AC130462.1 chr16 68055779 68055884 - -ENSG00000261864.1 RP11-67A1.2 chr16 68077340 68122271 + -ENSG00000072736.18 NFATC3 chr16 68084751 68229259 + -ENSG00000201850.1 Y_RNA chr16 68089449 68089543 - -ENSG00000212445.1 SNORA48 chr16 68189287 68189421 + -ENSG00000262514.1 RP11-96D1.9 chr16 68199795 68200981 + -ENSG00000279621.1 RP11-67A1.4 chr16 68199841 68200981 - -ENSG00000240435.2 RPS12P27 chr16 68209442 68209778 + -ENSG00000260891.1 RP11-96D1.5 chr16 68212401 68221671 - -ENSG00000263276.1 RP11-96D1.10 chr16 68224713 68227734 + -ENSG00000262160.1 RP11-96D1.11 chr16 68225969 68229145 - -ENSG00000103067.11 ESRP2 chr16 68229111 68238102 - -ENSG00000276151.1 MIR6773 chr16 68233426 68233499 - -ENSG00000261469.1 RP11-96D1.6 chr16 68236845 68237667 - -ENSG00000103066.12 PLA2G15 chr16 68245304 68261062 + -ENSG00000260441.5 RP11-96D1.7 chr16 68256162 68260443 - -ENSG00000103064.13 SLC7A6 chr16 68264516 68301823 + -ENSG00000252026.1 RNU6-1262P chr16 68284223 68284318 - -ENSG00000103061.11 SLC7A6OS chr16 68284503 68310951 - -ENSG00000279649.1 RP11-96D1.8 chr16 68290087 68292790 - -ENSG00000132600.16 PRMT7 chr16 68310974 68358563 + -ENSG00000259797.1 RP11-96D1.3 chr16 68316801 68319036 + -ENSG00000222177.1 RNU4-30P chr16 68329387 68329529 - -ENSG00000103056.11 SMPD3 chr16 68358325 68448688 - -ENSG00000279693.1 RP11-71L14.3 chr16 68367325 68370262 - -ENSG00000274698.1 RP11-71L14.4 chr16 68450283 68452318 + -ENSG00000199263.1 Y_RNA chr16 68474553 68474664 - -ENSG00000241334.2 RPL35AP33 chr16 68477237 68477570 - -ENSG00000184939.15 ZFP90 chr16 68530090 68576072 + -ENSG00000201164.1 RNU4-36P chr16 68535515 68535658 + -ENSG00000260084.1 RP11-615I2.1 chr16 68573782 68589512 - -ENSG00000275383.1 RP11-615I2.6 chr16 68591382 68594424 + -ENSG00000252040.1 snoU109 chr16 68630223 68630354 - -ENSG00000252640.1 snoU109 chr16 68630851 68630968 - -ENSG00000062038.13 CDH3 chr16 68636189 68722616 + -ENSG00000260577.2 RP11-615I2.2 chr16 68644248 68646168 - -ENSG00000260860.2 RP11-615I2.3 chr16 68651056 68651948 - -ENSG00000261395.3 HSPE1P5 chr16 68686399 68686670 + -ENSG00000039068.18 CDH1 chr16 68737225 68835548 + -ENSG00000200558.1 RNA5SP429 chr16 68742480 68742588 + -ENSG00000281454.1 AC099314.1 chr16 68742495 68742551 + -ENSG00000260798.1 RP11-354M1.2 chr16 68814330 68823526 - -ENSG00000260459.2 FTLP14 chr16 68822587 68823070 + -ENSG00000103047.7 TANGO6 chr16 68843604 69085180 + -ENSG00000199979.1 Y_RNA chr16 68885576 68885677 - -ENSG00000275504.1 U7 chr16 68926894 68926957 - -ENSG00000260999.1 RP11-521L9.1 chr16 68927547 68948261 - -ENSG00000266801.1 RP11-521L9.2 chr16 68933820 68937725 + -ENSG00000202497.1 RNU6-898P chr16 69007052 69007155 - -ENSG00000271129.1 RP11-123C5.5 chr16 69025860 69026643 - -ENSG00000244378.1 RPS2P45 chr16 69033675 69036042 + -ENSG00000103044.10 HAS3 chr16 69105564 69118719 + -ENSG00000168802.12 CHTF8 chr16 69118010 69132584 - -ENSG00000141076.17 CIRH1A chr16 69131291 69231130 + -ENSG00000207083.1 RNU6-22P chr16 69175671 69175777 - -ENSG00000168807.16 SNTB2 chr16 69187129 69309052 + -ENSG00000200164.1 Y_RNA chr16 69191123 69191223 + -ENSG00000265113.1 RP11-70O5.2 chr16 69240549 69241929 + -ENSG00000260914.3 RP11-343C2.11 chr16 69299682 69322700 + -ENSG00000132612.15 VPS4A chr16 69311356 69326939 + -ENSG00000213380.13 COG8 chr16 69320140 69339667 - -ENSG00000258429.1 PDF chr16 69328621 69330595 - -ENSG00000272617.1 RP11-343C2.12 chr16 69328644 69334871 - -ENSG00000260371.1 RP11-343C2.9 chr16 69335091 69356306 - -ENSG00000259900.5 RP11-343C2.7 chr16 69335276 69351730 - -ENSG00000132603.13 NIP7 chr16 69339430 69343111 + -ENSG00000157315.4 TMED6 chr16 69343248 69351809 - -ENSG00000132604.10 TERF2 chr16 69355561 69408571 - -ENSG00000103018.16 CYB5B chr16 69424525 69466266 + -ENSG00000261527.1 RP11-343C2.10 chr16 69443240 69444290 - -ENSG00000260108.1 RP11-140H17.1 chr16 69463844 69466264 + -ENSG00000102908.20 NFAT5 chr16 69565094 69704666 + -ENSG00000223109.1 MIR1538 chr16 69565808 69565868 - -ENSG00000274093.1 RP11-140H17.2 chr16 69632141 69632571 + -ENSG00000260772.1 RP11-311C24.1 chr16 69703065 69704652 + -ENSG00000181019.12 NQO1 chr16 69706996 69726951 - -ENSG00000261602.1 CTD-2033A16.1 chr16 69709874 69710583 + -ENSG00000262136.1 CTD-2033A16.3 chr16 69727013 69742563 + -ENSG00000141101.12 NOB1 chr16 69741867 69754940 - -ENSG00000260290.2 CTD-2033A16.2 chr16 69756536 69757937 - -ENSG00000198373.12 WWP2 chr16 69762306 69941741 + -ENSG00000252443.1 SNORA62 chr16 69785994 69786113 - -ENSG00000208017.2 MIR140 chr16 69933073 69933182 + -ENSG00000157322.16 CLEC18A chr16 69950705 69964452 + -ENSG00000277003.1 RP11-419C5.3 chr16 69975238 69975344 + -ENSG00000196696.12 PDXDC2P chr16 69976297 70065948 - -ENSG00000226232.8 RP11-419C5.2 chr16 69976388 69996188 - -ENSG00000255185.5 PDXDC2P chr16 70010751 70065945 - -ENSG00000239118.1 MIR1972-2 chr16 70030346 70030422 + -ENSG00000279533.1 AC009022.1 chr16 70052395 70052769 - -ENSG00000241183.1 RP11-106J23.1 chr16 70079129 70079624 - -ENSG00000090857.13 PDPR chr16 70113626 70162537 + -ENSG00000247228.2 RP11-296I10.3 chr16 70156340 70173448 - -ENSG00000157335.19 CLEC18C chr16 70173322 70187361 + -ENSG00000261145.1 RP11-296I10.5 chr16 70202354 70202459 + -ENSG00000280006.1 AC009060.2 chr16 70205400 70205780 - -ENSG00000276989.1 AC009060.1 chr16 70216895 70217003 - -ENSG00000261556.8 SMG1P7 chr16 70219574 70245616 - -ENSG00000280252.1 FKSG63 chr16 70224358 70224738 + -ENSG00000223496.2 EXOSC6 chr16 70246778 70251930 - -ENSG00000090861.15 AARS chr16 70252295 70289543 - -ENSG00000265648.2 RN7SL279P chr16 70276069 70276352 + -ENSG00000157349.15 DDX19B chr16 70289663 70335283 + -ENSG00000260537.1 RP11-529K1.3 chr16 70299194 70366260 + -ENSG00000168872.15 DDX19A chr16 70299224 70373383 + -ENSG00000261777.5 RP11-529K1.2 chr16 70315640 70346747 - -ENSG00000157350.12 ST3GAL2 chr16 70375978 70439237 - -ENSG00000260111.1 RP11-529K1.4 chr16 70379457 70399502 + -ENSG00000240043.1 RPS27P26 chr16 70444674 70444912 - -ENSG00000200153.1 RNU6-23P chr16 70445293 70445399 - -ENSG00000157353.16 FUK chr16 70454421 70480274 + -ENSG00000103051.18 COG4 chr16 70480568 70523565 - -ENSG00000189091.12 SF3B3 chr16 70523788 70577670 + -ENSG00000221514.1 SNORD111B chr16 70529509 70529588 + -ENSG00000221066.1 SNORD111 chr16 70538005 70538098 + -ENSG00000157368.10 IL34 chr16 70579895 70660682 + -ENSG00000132613.14 MTSS1L chr16 70661204 70686066 - -ENSG00000279569.1 RP11-394B2.1 chr16 70661667 70665836 + -ENSG00000103043.14 VAC14 chr16 70687439 70801161 - -ENSG00000279412.1 RP11-394B2.5 chr16 70713987 70716890 + -ENSG00000260156.1 RP11-394B2.6 chr16 70747057 70747926 + -ENSG00000214353.7 VAC14-AS1 chr16 70755098 70773251 + -ENSG00000279815.1 RP11-394B2.7 chr16 70768356 70768785 + -ENSG00000279122.1 RP11-394B2.3 chr16 70768967 70770221 - -ENSG00000279123.1 RP11-424M24.3 chr16 70778433 70779145 + -ENSG00000262890.1 RP11-424M24.5 chr16 70802083 70802840 - -ENSG00000157423.17 HYDIN chr16 70807378 71230722 - -ENSG00000221725.1 RNU6ATAC25P chr16 70852698 70852814 + -ENSG00000223316.1 AC027281.1 chr16 70873184 70873313 - -ENSG00000259833.5 RP11-23E19.1 chr16 71080866 71093667 + -ENSG00000259798.1 RP11-23E19.2 chr16 71113352 71114000 + -ENSG00000180917.16 CMTR2 chr16 71281389 71289715 - -ENSG00000261260.1 CTD-2520I13.1 chr16 71301583 71302869 + -ENSG00000221237.1 AC106736.1 chr16 71331189 71331299 + -ENSG00000172137.18 CALB2 chr16 71358713 71390438 + -ENSG00000261348.1 RP11-510M2.1 chr16 71410440 71426464 - -ENSG00000262120.1 RP11-510M2.7 chr16 71420483 71421518 + -ENSG00000260734.3 RP11-510M2.4 chr16 71430262 71432282 - -ENSG00000262008.1 RP11-510M2.8 chr16 71443055 71443856 - -ENSG00000167377.17 ZNF23 chr16 71447597 71463095 - -ENSG00000261611.5 AC010547.9 chr16 71447600 71489311 - -ENSG00000247324.2 RP11-510M2.2 chr16 71462278 71465941 + -ENSG00000157429.15 ZNF19 chr16 71464555 71565089 - -ENSG00000260520.1 RP11-510M2.6 chr16 71513863 71517849 + -ENSG00000140835.9 CHST4 chr16 71525233 71538746 + -ENSG00000260015.1 RP11-510M2.5 chr16 71539834 71541825 - -ENSG00000252339.1 RNU6-1061P chr16 71563430 71563528 - -ENSG00000198650.10 TAT chr16 71565660 71577130 - -ENSG00000260886.1 TAT-AS1 chr16 71565789 71578187 + -ENSG00000260593.1 RP11-432I5.2 chr16 71623708 71626816 - -ENSG00000140832.9 MARVELD3 chr16 71626161 71642114 + -ENSG00000040199.18 PHLPP2 chr16 71637835 71724701 - -ENSG00000260185.1 RP11-432I5.6 chr16 71655027 71664212 + -ENSG00000199301.1 RNU6-208P chr16 71666091 71666197 + -ENSG00000263666.1 SNORA70D chr16 71698567 71698701 - -ENSG00000261513.1 RP11-432I5.8 chr16 71723180 71724230 + -ENSG00000260612.1 RP11-432I5.4 chr16 71726975 71727992 + -ENSG00000166747.12 AP1G1 chr16 71729000 71809201 - -ENSG00000223224.1 SNORD71 chr16 71758402 71758487 - -ENSG00000262140.1 RP11-417N10.3 chr16 71833787 71835932 + -ENSG00000224470.7 ATXN1L chr16 71845991 71885268 + -ENSG00000182149.20 IST1 chr16 71845996 71931199 + -ENSG00000279592.1 RP11-417N10.4 chr16 71859680 71860676 + -ENSG00000102984.14 ZNF821 chr16 71859680 71895336 - -ENSG00000261765.1 RP11-498D10.3 chr16 71881553 71882273 - -ENSG00000277481.1 PKD1L3 chr16 71929538 71999978 - -ENSG00000264079.2 AC009127.1 chr16 71978441 71978541 + -ENSG00000242176.1 RPL39P31 chr16 71991151 71991305 - -ENSG00000263311.1 RP11-498D10.8 chr16 72004239 72004803 - -ENSG00000263232.2 ATP5A1P3 chr16 72005037 72006543 - -ENSG00000102967.11 DHODH chr16 72008588 72027664 + -ENSG00000140830.8 TXNL4B chr16 72044289 72094431 - -ENSG00000257017.8 HP chr16 72054592 72061055 + -ENSG00000261701.6 HPR chr16 72063224 72077246 + -ENSG00000260252.1 RP11-384M15.3 chr16 72084857 72087443 + -ENSG00000140829.11 DHX38 chr16 72093562 72112912 + -ENSG00000118557.15 PMFBP1 chr16 72112157 72176878 - -ENSG00000261673.1 RP11-328J14.1 chr16 72224565 72225144 - -ENSG00000261774.1 RP11-328J14.2 chr16 72278268 72278568 + -ENSG00000261008.6 LINC01572 chr16 72283301 72665009 - -ENSG00000260664.2 AC004158.3 chr16 72425948 72533892 + -ENSG00000280264.1 AC004158.1 chr16 72496967 72497341 - -ENSG00000221286.1 AC092289.1 chr16 72579542 72579637 - -ENSG00000273581.1 AC092289.2 chr16 72607780 72607888 + -ENSG00000259768.5 RP5-991G20.1 chr16 72665170 72791624 + -ENSG00000238731.1 RNU7-90P chr16 72673503 72673564 + -ENSG00000261764.1 KRT18P18 chr16 72728616 72729894 + -ENSG00000279206.1 RP5-991G20.6 chr16 72772673 72773272 + -ENSG00000140836.14 ZFHX3 chr16 72782885 73059698 - -ENSG00000265573.1 AC004943.1 chr16 72787693 72787773 - -ENSG00000259209.3 RP5-991G20.2 chr16 72805998 72809872 + -ENSG00000251868.1 RNU7-71P chr16 72821933 72821992 - -ENSG00000279757.1 CTD-2326C4.1 chr16 72973374 72973832 - -ENSG00000221799.1 AC132068.1 chr16 72984857 72984954 + -ENSG00000280092.1 AC002044.3 chr16 73005601 73006141 - -ENSG00000272330.1 AC002044.4 chr16 73014319 73014476 - -ENSG00000279591.1 AC002044.1 chr16 73015047 73016016 - -ENSG00000272250.1 RP11-346C20.4 chr16 73060245 73060759 + -ENSG00000271009.2 RP11-346C20.3 chr16 73060470 73062316 + -ENSG00000260880.2 HCCAT5 chr16 73092349 73093774 + -ENSG00000197445.2 C16orf47 chr16 73126637 73144447 - -ENSG00000261227.2 AC140912.1 chr16 73232055 73233970 + -ENSG00000279120.1 RP11-140I24.2 chr16 73293866 73294296 - -ENSG00000258779.6 LINC01568 chr16 73386805 73421393 + -ENSG00000258582.1 RP11-44L9.1 chr16 73483317 73487744 + -ENSG00000260687.1 RP11-44L9.2 chr16 73499309 73499763 + -ENSG00000259971.1 RP11-44L9.3 chr16 73511176 73511654 + -ENSG00000260848.1 CTD-2009A10.1 chr16 73543941 73558522 + -ENSG00000259817.1 RP11-53L24.1 chr16 73812621 73816054 + -ENSG00000279420.1 RP11-42H13.1 chr16 74053365 74053965 + -ENSG00000261404.5 AC009120.4 chr16 74054151 74296762 - -ENSG00000279100.1 AC009120.9 chr16 74150520 74151299 + -ENSG00000260471.1 AC009120.8 chr16 74220929 74221427 + -ENSG00000261248.1 AC009120.10 chr16 74282415 74287519 + -ENSG00000275236.1 AC009120.11 chr16 74289593 74291052 - -ENSG00000103035.10 PSMD7 chr16 74296775 74306288 + -ENSG00000259972.2 AC009120.6 chr16 74305127 74335346 - -ENSG00000239763.2 AC009120.3 chr16 74312609 74313390 - -ENSG00000260884.1 AC009120.5 chr16 74313337 74315634 + -ENSG00000214331.8 RP11-252A24.2 chr16 74332402 74368240 - -ENSG00000261079.1 RP11-252A24.3 chr16 74367462 74369826 + -ENSG00000196436.8 NPIPB15 chr16 74377878 74392080 + -ENSG00000276822.1 RP11-252A24.8 chr16 74393076 74393183 - -ENSG00000140839.11 CLEC18B chr16 74408270 74421953 - -ENSG00000261170.1 RP11-252A24.5 chr16 74422120 74435254 + -ENSG00000090863.11 GLG1 chr16 74447427 74607144 - -ENSG00000251794.1 RNU6-237P chr16 74456541 74456611 + -ENSG00000207525.1 Y_RNA chr16 74463888 74463988 - -ENSG00000240861.1 RP11-572F4.1 chr16 74552251 74552746 + -ENSG00000270945.1 HSPE1P7 chr16 74612596 74613221 - -ENSG00000168411.13 RFWD3 chr16 74621394 74666881 - -ENSG00000262904.1 TMPOP2 chr16 74667506 74668706 + -ENSG00000168404.12 MLKL chr16 74671855 74700960 - -ENSG00000103089.8 FA2H chr16 74712955 74774831 - -ENSG00000261458.1 RP11-787D11.1 chr16 74842587 74843883 + -ENSG00000103091.14 WDR59 chr16 74871367 75000173 - -ENSG00000186187.11 ZNRF1 chr16 74999030 75110994 + -ENSG00000247033.1 RP11-252E2.1 chr16 75108601 75110712 - -ENSG00000166816.13 LDHD chr16 75111860 75116771 - -ENSG00000261058.1 RP11-252E2.2 chr16 75119558 75144200 + -ENSG00000184517.11 ZFP1 chr16 75148492 75172236 + -ENSG00000213318.4 RP11-331F4.1 chr16 75192465 75193247 - -ENSG00000168928.12 CTRB2 chr16 75204096 75207185 - -ENSG00000168925.10 CTRB1 chr16 75219000 75224924 + -ENSG00000240338.5 RP11-331F4.4 chr16 75226074 75228197 + -ENSG00000050820.16 BCAR1 chr16 75228187 75268053 - -ENSG00000280152.1 RP11-331F4.5 chr16 75245994 75250077 - -ENSG00000252101.2 RNU6-758P chr16 75286712 75286800 - -ENSG00000153774.8 CFDP1 chr16 75293698 75433485 - -ENSG00000259999.1 RP11-252K23.1 chr16 75321890 75325048 - -ENSG00000261783.1 RP11-252K23.2 chr16 75379818 75381260 - -ENSG00000252122.1 SNORA76 chr16 75409332 75409466 - -ENSG00000261717.5 RP11-77K12.1 chr16 75412684 75464706 - -ENSG00000274220.1 RP11-77K12.9 chr16 75433836 75436392 + -ENSG00000166822.12 TMEM170A chr16 75443054 75465497 - -ENSG00000261476.1 RP11-77K12.3 chr16 75458252 75460017 - -ENSG00000183196.8 CHST6 chr16 75472052 75495384 - -ENSG00000203472.3 RP11-77K12.4 chr16 75475896 75495407 + -ENSG00000273971.1 RP11-77K12.10 chr16 75497948 75498289 - -ENSG00000262583.1 RP11-77K12.5 chr16 75499788 75516280 - -ENSG00000260092.1 RP11-77K12.7 chr16 75528532 75545428 - -ENSG00000135702.14 CHST5 chr16 75528535 75535247 - -ENSG00000205084.10 TMEM231 chr16 75536744 75556286 - -ENSG00000259992.1 RP11-77K12.8 chr16 75541399 75608445 - -ENSG00000276408.1 RP11-490B18.5 chr16 75556392 75557059 + -ENSG00000034713.7 GABARAPL2 chr16 75566351 75577881 + -ENSG00000276523.1 RP11-490B18.6 chr16 75572185 75572685 - -ENSG00000065457.10 ADAT1 chr16 75596981 75623300 - -ENSG00000065427.14 KARS chr16 75627474 75648643 - -ENSG00000166848.5 TERF2IP chr16 75647786 75761872 + -ENSG00000282757.1 RP11-490B18.8 chr16 75694434 75696107 - -ENSG00000282434.1 RP11-490B18.7 chr16 75696902 75700152 - -ENSG00000240199.3 RN7SL520P chr16 75698531 75698816 - -ENSG00000261424.1 ATP5F1P7 chr16 75709056 75709815 - -ENSG00000261313.1 RP11-2C15.1 chr16 75838630 75860867 - -ENSG00000199299.1 RNA5SP430 chr16 75861048 75861157 - -ENSG00000260223.1 RP11-293N14.1 chr16 76107283 76147806 - -ENSG00000260983.1 RP11-150D5.2 chr16 76228385 76262365 - -ENSG00000244485.1 RPL18P13 chr16 76235055 76235623 - -ENSG00000152910.18 CNTNAP4 chr16 76277278 76559238 + -ENSG00000252814.1 RN7SKP233 chr16 76287630 76287739 + -ENSG00000264645.1 AC010528.1 chr16 76380026 76380159 + -ENSG00000252022.1 SNORD33 chr16 76469508 76469595 - -ENSG00000261833.2 RP11-58C22.1 chr16 76553417 76819624 + -ENSG00000273659.1 RP11-58C22.2 chr16 76582556 76583098 + -ENSG00000250514.1 RP11-96P7.1 chr16 76634998 76658478 + -ENSG00000259995.1 CTD-2336H13.2 chr16 76736342 76928169 + -ENSG00000266426.1 MIR4719 chr16 76868936 76869019 + -ENSG00000260797.1 CTD-2336H13.1 chr16 76878274 76878936 - -ENSG00000279856.1 CTD-2300H10.2 chr16 77104260 77105297 + -ENSG00000103111.14 MON1B chr16 77190835 77202405 + -ENSG00000205078.5 SYCE1L chr16 77199397 77213215 + -ENSG00000261063.1 RP11-538I12.2 chr16 77201474 77249957 - -ENSG00000226348.1 VN2R10P chr16 77220406 77221258 + -ENSG00000260922.1 RP11-538I12.3 chr16 77234877 77290934 + -ENSG00000140873.15 ADAMTS18 chr16 77247813 77435114 - -ENSG00000260701.1 RP11-449J10.1 chr16 77433382 77444336 + -ENSG00000216131.2 AC025284.1 chr16 77436012 77436100 - -ENSG00000261154.1 RP11-571O6.1 chr16 77590806 77610681 + -ENSG00000278862.1 RP11-571O6.2 chr16 77657174 77660570 + -ENSG00000140876.11 NUDT7 chr16 77722492 77742260 + -ENSG00000261707.1 RP11-264M12.2 chr16 77741468 77743000 - -ENSG00000171724.2 VAT1L chr16 77788530 77980107 + -ENSG00000278926.1 RP11-264M12.4 chr16 77800023 77801714 + -ENSG00000261330.1 RP11-281J9.1 chr16 77892422 77892915 + -ENSG00000261540.1 RP11-281J9.2 chr16 78014683 78059454 - -ENSG00000166509.10 CLEC3A chr16 78022515 78066761 + -ENSG00000260731.1 KRT8P22 chr16 78048483 78049897 - -ENSG00000261776.1 RP11-358L22.2 chr16 78055824 78056927 - -ENSG00000186153.16 WWOX chr16 78099413 79212667 + -ENSG00000276007.1 RP11-358L22.3 chr16 78123243 78124332 + -ENSG00000279991.1 RP11-190D6.1 chr16 78166717 78168514 - -ENSG00000260969.1 RP11-190D6.2 chr16 78237362 78241218 - -ENSG00000260014.1 LSM3P5 chr16 78355529 78355834 + -ENSG00000260733.1 RP11-264L1.4 chr16 78495926 78506568 - -ENSG00000279887.1 RP11-264L1.1 chr16 78525189 78526535 - -ENSG00000261837.1 RP11-264L1.3 chr16 78534374 78535648 + -ENSG00000279129.1 RP11-264L1.2 chr16 78550739 78553296 - -ENSG00000243101.1 RPS3P7 chr16 78825281 78826006 + -ENSG00000280115.1 RP11-133M8.3 chr16 78872739 78873505 + -ENSG00000280190.1 RP11-319G9.1 chr16 78890231 78892302 + -ENSG00000260816.2 RP11-319G9.3 chr16 78895361 78899644 + -ENSG00000279732.1 RP11-319G9.4 chr16 78981722 78981843 - -ENSG00000261537.1 RP11-319G9.5 chr16 78994345 79004730 + -ENSG00000280274.1 RP11-556H2.1 chr16 79016136 79017429 + -ENSG00000260694.1 RP11-556H2.4 chr16 79077376 79078234 - -ENSG00000260479.1 RP11-556H2.3 chr16 79090050 79101754 + -ENSG00000260511.1 RP11-556H2.2 chr16 79105957 79110882 + -ENSG00000277954.1 RP11-679B19.1 chr16 79202624 79206739 - -ENSG00000261722.1 RP11-679B19.2 chr16 79212711 79229453 - -ENSG00000222244.1 RNA5SP431 chr16 79264454 79264573 + -ENSG00000261472.1 RP11-467I17.1 chr16 79505603 79516293 + -ENSG00000178573.6 MAF chr16 79585843 79600714 - -ENSG00000277214.1 RP11-70D24.3 chr16 79603572 79604177 + -ENSG00000278058.1 RP11-70D24.2 chr16 79605802 79606605 + -ENSG00000275040.1 RP11-70D24.4 chr16 79619469 79620110 + -ENSG00000221330.1 AC009159.1 chr16 79669655 79669737 - -ENSG00000279378.1 RP11-70D24.1 chr16 79675685 79677715 - -ENSG00000260876.5 LINC01229 chr16 79676108 79807922 + -ENSG00000261390.5 MAFTRR chr16 79715232 79770563 - -ENSG00000261082.1 LINC01228 chr16 79798050 79827150 - -ENSG00000260237.1 RP11-148M9.1 chr16 80040662 80045745 + -ENSG00000260706.5 RP11-525K10.1 chr16 80065836 80167577 + -ENSG00000259867.5 RP11-525K10.3 chr16 80155053 80563135 - -ENSG00000261376.1 RP11-525K10.2 chr16 80179129 80180682 + -ENSG00000168589.14 DYNLRB2 chr16 80540734 80550760 + -ENSG00000260183.1 RP11-109P11.1 chr16 80547842 80552514 - -ENSG00000260737.5 LINC01227 chr16 80566794 80572808 - -ENSG00000166446.14 CDYL2 chr16 80597906 80804329 - -ENSG00000260064.1 RP11-18F14.4 chr16 80627551 80628379 - -ENSG00000265341.1 AC092332.1 chr16 80665461 80665563 - -ENSG00000260594.1 CTD-2055G21.1 chr16 80736360 80742305 + -ENSG00000260896.5 PRCAT47 chr16 80828735 80892595 - -ENSG00000103121.8 CMC2 chr16 80966448 81020270 - -ENSG00000278985.1 RP11-303E16.9 chr16 80982319 80984094 - -ENSG00000166451.13 CENPN chr16 81006498 81033114 + -ENSG00000260213.5 RP11-303E16.3 chr16 81016792 81035759 - -ENSG00000261061.1 RP11-303E16.2 chr16 81030770 81031485 + -ENSG00000166454.9 ATMIN chr16 81035847 81047358 + -ENSG00000166455.13 C16orf46 chr16 81053497 81077267 - -ENSG00000260643.1 RP11-303E16.8 chr16 81053665 81087651 - -ENSG00000261141.1 RP11-303E16.5 chr16 81055301 81056426 + -ENSG00000261838.5 RP11-303E16.6 chr16 81069854 81076598 + -ENSG00000245059.2 RP11-303E16.7 chr16 81077319 81078861 + -ENSG00000140905.9 GCSH chr16 81081961 81096403 - -ENSG00000166473.16 PKD1L2 chr16 81100875 81220370 - -ENSG00000252608.1 RNU6-1191P chr16 81106533 81106639 - -ENSG00000279362.1 AC092718.1 chr16 81170740 81181213 - -ENSG00000135697.9 BCO1 chr16 81238448 81291142 + -ENSG00000280182.1 RP11-626G3.1 chr16 81261924 81264091 - -ENSG00000260495.1 RP11-55K13.1 chr16 81310731 81313423 - -ENSG00000261609.3 GAN chr16 81314952 81390884 + -ENSG00000273048.1 MIR4720 chr16 81385018 81385093 + -ENSG00000272923.1 RP11-391L3.1 chr16 81385463 81387560 + -ENSG00000153815.16 CMIP chr16 81445170 81711762 + -ENSG00000279021.1 RP11-391L3.4 chr16 81463892 81464859 - -ENSG00000260229.1 RP11-391L3.5 chr16 81476023 81476519 - -ENSG00000279476.1 RP11-391L3.3 chr16 81517824 81520617 + -ENSG00000277255.1 MIR7854 chr16 81533902 81533966 + -ENSG00000275109.1 MIR6504 chr16 81611348 81611408 + -ENSG00000279681.1 RP11-274A11.5 chr16 81617038 81617543 - -ENSG00000279294.1 RP11-274A11.3 chr16 81618505 81620563 + -ENSG00000279841.1 RP11-274A11.4 chr16 81630193 81632038 + -ENSG00000261218.5 RP11-960L18.1 chr16 81738248 81767868 + -ENSG00000197943.9 PLCG2 chr16 81739097 81962693 + -ENSG00000260682.3 RN7SKP176 chr16 81961926 81962243 + -ENSG00000276519.1 RP11-510J16.6 chr16 81987948 81989016 + -ENSG00000184860.9 SDR42E1 chr16 81988855 82011488 - -ENSG00000086696.10 HSD17B2 chr16 82035004 82098534 + -ENSG00000261235.1 RP11-510J16.5 chr16 82044336 82139631 - -ENSG00000263636.1 AC138304.1 chr16 82111053 82111153 + -ENSG00000260161.1 CTD-2588J6.1 chr16 82120638 82121769 - -ENSG00000135698.9 MPHOSPH6 chr16 82147798 82170226 - -ENSG00000261029.1 CTD-2588J6.2 chr16 82170296 82175803 + -ENSG00000251888.1 RN7SKP190 chr16 82192505 82192790 - -ENSG00000264502.1 AC024590.1 chr16 82347507 82347579 - -ENSG00000259873.1 RP11-481E4.1 chr16 82434828 82435381 + -ENSG00000261285.5 RP11-481E4.2 chr16 82495993 82510919 - -ENSG00000261176.1 RP11-2L4.1 chr16 82554049 82575210 - -ENSG00000140945.15 CDH13 chr16 82626803 83800640 + -ENSG00000277387.1 MIR8058 chr16 82688931 82689019 + -ENSG00000280044.1 RP11-22H5.1 chr16 82727474 82727694 + -ENSG00000260862.1 RP11-22H5.2 chr16 82773319 82829638 + -ENSG00000221395.1 AC099506.1 chr16 82842086 82842200 + -ENSG00000263360.2 RN7SL134P chr16 82844455 82844757 + -ENSG00000260832.1 CTD-3253I12.1 chr16 82953230 82990298 - -ENSG00000261410.1 RP11-543N12.1 chr16 83383007 83398170 - -ENSG00000263785.1 MIR3182 chr16 83508346 83508408 + -ENSG00000261103.1 RP11-298D21.3 chr16 83710179 83717898 - -ENSG00000260788.5 RP11-298D21.1 chr16 83721119 83772936 - -ENSG00000259914.1 RP11-298D21.2 chr16 83725676 83726377 - -ENSG00000260228.5 RP11-483P21.2 chr16 83789967 83807834 - -ENSG00000230989.6 HSBP1 chr16 83807843 83819737 + -ENSG00000103150.5 MLYCD chr16 83899126 83927026 + -ENSG00000260300.5 RP11-505K9.4 chr16 83908132 83951445 + -ENSG00000260932.1 RP11-483P21.6 chr16 83929796 83931223 - -ENSG00000140961.12 OSGIN1 chr16 83948282 83966332 + -ENSG00000103154.9 NECAB2 chr16 83968632 84002776 + -ENSG00000166558.10 SLC38A8 chr16 84009667 84042636 - -ENSG00000199350.1 RNA5SP432 chr16 84039918 84040033 - -ENSG00000140943.16 MBTPS1 chr16 84053761 84116906 - -ENSG00000274677.1 RP11-505K9.5 chr16 84085979 84086590 - -ENSG00000260018.1 RP11-505K9.1 chr16 84117051 84117571 + -ENSG00000260410.2 RP11-505K9.3 chr16 84119293 84121153 + -ENSG00000103160.11 HSDL1 chr16 84122146 84145192 - -ENSG00000154099.17 DNAAF1 chr16 84145287 84178767 + -ENSG00000103168.16 TAF1C chr16 84177847 84187070 - -ENSG00000140955.10 ADAD2 chr16 84191138 84197168 + -ENSG00000250685.7 RP11-486L19.2 chr16 84192558 84197053 - -ENSG00000168418.7 KCNG4 chr16 84218667 84239750 - -ENSG00000260858.1 RP11-558A11.1 chr16 84255270 84261049 - -ENSG00000201361.1 RNA5SP433 chr16 84262815 84262928 - -ENSG00000103175.10 WFDC1 chr16 84294646 84329851 + -ENSG00000260530.1 RP11-558A11.2 chr16 84295498 84296985 - -ENSG00000260504.1 RP11-558A11.3 chr16 84342464 84343407 - -ENSG00000064270.12 ATP2C2 chr16 84368527 84464187 + -ENSG00000261286.1 RP11-517C16.2 chr16 84459259 84467361 - -ENSG00000140950.15 TLDC1 chr16 84476421 84554033 - -ENSG00000261243.1 RP11-517C16.4 chr16 84495599 84497495 + -ENSG00000103187.7 COTL1 chr16 84565594 84618077 - -ENSG00000261471.1 RP11-61F12.1 chr16 84594393 84596826 + -ENSG00000135686.12 KLHL36 chr16 84648525 84667686 + -ENSG00000103194.15 USP10 chr16 84699978 84779922 + -ENSG00000103196.11 CRISPLD2 chr16 84819984 84920768 + -ENSG00000260859.1 RP11-254F19.2 chr16 84828263 84829242 + -ENSG00000265249.1 AC025280.1 chr16 84852968 84853067 + -ENSG00000279622.1 RP11-254F19.4 chr16 84917377 84919923 - -ENSG00000260340.1 RP11-254F19.3 chr16 84928353 84939603 + -ENSG00000153786.12 ZDHHC7 chr16 84974181 85011535 - -ENSG00000135709.12 KIAA0513 chr16 85027751 85094230 + -ENSG00000153789.12 FAM92B chr16 85098358 85112508 - -ENSG00000278214.1 RP11-442O1.4 chr16 85137150 85149443 + -ENSG00000275088.1 RP11-442O1.3 chr16 85142696 85146001 - -ENSG00000276331.1 AC092275.1 chr16 85160295 85160381 + -ENSG00000262601.1 CTC-786C10.1 chr16 85171276 85185363 + -ENSG00000270313.1 COX6CP16 chr16 85278820 85279035 - -ENSG00000179219.5 LINC00311 chr16 85282958 85285963 + -ENSG00000266307.1 MIR5093 chr16 85306226 85306325 - -ENSG00000261567.1 RP11-680G10.1 chr16 85357463 85359449 + -ENSG00000264203.1 AC092377.1 chr16 85441423 85441492 - -ENSG00000278716.1 LA16c-352F7.1 chr16 85489813 85490831 + -ENSG00000270124.1 RP11-118F19.1 chr16 85580009 85583571 - -ENSG00000260417.1 CTD-2542L18.1 chr16 85592266 85595720 + -ENSG00000131149.17 GSE1 chr16 85611409 85676204 + -ENSG00000263968.2 RN7SL381P chr16 85659378 85659675 + -ENSG00000131153.8 GINS2 chr16 85676198 85690073 - -ENSG00000154102.10 C16orf74 chr16 85690084 85751129 - -ENSG00000275393.1 RP11-568J23.8 chr16 85697335 85697868 - -ENSG00000269898.1 RP11-568J23.4 chr16 85743287 85744225 + -ENSG00000131148.8 EMC8 chr16 85771758 85799608 - -ENSG00000252311.1 RNU1-103P chr16 85781775 85781899 - -ENSG00000270184.1 RP11-568J23.5 chr16 85784382 85787617 + -ENSG00000270159.1 RP11-568J23.6 chr16 85792415 85792933 + -ENSG00000131143.8 COX4I1 chr16 85798633 85807044 + -ENSG00000270698.1 RP11-568J23.7 chr16 85814425 85815062 - -ENSG00000214259.3 RP11-568J23.1 chr16 85815873 85816536 - -ENSG00000279907.1 RP11-568J23.2 chr16 85859521 85862012 + -ENSG00000140968.10 IRF8 chr16 85898803 85922609 + -ENSG00000274134.1 MIR6774 chr16 85918347 85918416 + -ENSG00000268804.1 RP11-542M13.3 chr16 85935281 85936223 - -ENSG00000269667.1 RP11-542M13.2 chr16 85981750 85984723 + -ENSG00000279604.1 RP11-542M13.1 chr16 86035627 86036419 + -ENSG00000261177.1 RP11-805I24.1 chr16 86081409 86089526 - -ENSG00000268078.1 RP11-805I24.4 chr16 86158206 86158798 - -ENSG00000268505.1 RP11-805I24.3 chr16 86192793 86198913 - -ENSG00000269186.1 LINC01082 chr16 86196181 86199720 + -ENSG00000270058.1 RP11-514D23.3 chr16 86221423 86222729 - -ENSG00000268754.1 RP11-514D23.2 chr16 86225580 86275745 - -ENSG00000199949.2 Y_RNA chr16 86275429 86275523 - -ENSG00000268532.1 RP11-514D23.1 chr16 86286427 86293389 + -ENSG00000168367.9 LINC00917 chr16 86331844 86349683 - -ENSG00000269826.1 RP11-158I3.3 chr16 86347387 86349611 + -ENSG00000268473.1 RP11-158I3.1 chr16 86434830 86435884 - -ENSG00000268388.5 FENDRR chr16 86474529 86509099 - -ENSG00000103241.6 FOXF1 chr16 86510527 86515418 + -ENSG00000277360.1 AC009108.2 chr16 86510780 86510877 - -ENSG00000270020.1 RP11-463O9.9 chr16 86520383 86523897 - -ENSG00000243697.1 RP11-463O9.1 chr16 86525457 86526252 + -ENSG00000103248.17 MTHFSD chr16 86530176 86555235 - -ENSG00000280278.1 FLJ30679 chr16 86555320 86557299 + -ENSG00000260944.1 FOXC2-AS1 chr16 86565145 86567761 - -ENSG00000176692.5 FOXC2 chr16 86567251 86569728 + -ENSG00000176678.5 FOXL1 chr16 86576368 86582160 + -ENSG00000279142.1 RP11-463O9.2 chr16 86595189 86597639 + -ENSG00000275934.1 AC009108.1 chr16 86613416 86613498 - -ENSG00000260387.1 RP11-463O9.6 chr16 86636328 86637145 - -ENSG00000261161.1 RP11-58A18.1 chr16 86646301 86668923 + -ENSG00000274478.1 RP11-58A18.2 chr16 86698118 86698841 + -ENSG00000260026.1 CTD-2015G9.1 chr16 86720688 86721954 - -ENSG00000261175.5 CTD-2015G9.2 chr16 86722091 86741059 + -ENSG00000260795.1 RP11-107C10.1 chr16 86906175 86906472 - -ENSG00000232190.2 RP11-134D3.1 chr16 87057784 87063991 + -ENSG00000261363.2 RP11-134D3.2 chr16 87066705 87069752 + -ENSG00000260456.6 C16orf95 chr16 87083562 87317420 - -ENSG00000261095.1 RP11-899L11.1 chr16 87212122 87226430 + -ENSG00000261651.1 RP11-899L11.3 chr16 87215915 87216452 + -ENSG00000261697.5 RP11-178L8.5 chr16 87262759 87292438 - -ENSG00000243705.1 RP11-178L8.1 chr16 87268185 87268337 + -ENSG00000280419.1 RP11-178L8.6 chr16 87296949 87297633 + -ENSG00000131152.4 RP11-178L8.4 chr16 87302876 87334273 - -ENSG00000270006.2 RP11-178L8.7 chr16 87317509 87318043 + -ENSG00000270082.1 RP11-178L8.8 chr16 87326987 87327584 + -ENSG00000103264.15 FBXO31 chr16 87326987 87392142 - -ENSG00000269901.1 RP11-178L8.9 chr16 87362536 87367476 + -ENSG00000140941.12 MAP1LC3B chr16 87383995 87404779 + -ENSG00000261592.1 RP11-178L8.3 chr16 87396704 87400295 - -ENSG00000140948.11 ZCCHC14 chr16 87406246 87492045 - -ENSG00000276393.1 RP11-106D4.3 chr16 87467138 87467654 + -ENSG00000276337.1 RP11-106D4.2 chr16 87470370 87474370 - -ENSG00000260750.5 RP11-482M8.1 chr16 87492555 87515635 + -ENSG00000269935.1 RP11-482M8.3 chr16 87600526 87602190 - -ENSG00000154118.12 JPH3 chr16 87601835 87698156 + -ENSG00000277504.1 RP11-278A23.4 chr16 87683945 87684477 - -ENSG00000226180.3 RP11-278A23.1 chr16 87693537 87696147 - -ENSG00000104731.13 KLHDC4 chr16 87696485 87765992 - -ENSG00000260671.2 RP11-278A23.2 chr16 87739771 87747706 - -ENSG00000260498.5 RP4-536B24.4 chr16 87773488 87779374 - -ENSG00000260177.1 RP4-536B24.3 chr16 87780134 87806476 - -ENSG00000103257.8 SLC7A5 chr16 87830023 87869488 - -ENSG00000278598.1 MIR6775 chr16 87834592 87834660 - -ENSG00000260466.1 RP4-536B24.2 chr16 87836532 87837663 + -ENSG00000174990.4 CA5A chr16 87881546 87936529 - -ENSG00000260603.1 GS1-21A4.1 chr16 87892938 87893685 - -ENSG00000270385.1 GS1-21A4.2 chr16 87892955 87893735 + -ENSG00000260443.1 CTD-3057O21.1 chr16 87945058 87945202 - -ENSG00000172530.19 BANP chr16 87949244 88118422 + -ENSG00000261193.1 RP11-863P13.5 chr16 88079161 88087383 - -ENSG00000260166.1 RP11-863P13.6 chr16 88087387 88087932 + -ENSG00000205037.2 RP11-863P13.4 chr16 88088041 88100985 - -ENSG00000260162.2 RP11-863P13.1 chr16 88177289 88178646 + -ENSG00000261327.4 RP11-863P13.3 chr16 88177298 88178941 - -ENSG00000261816.1 RP11-863P13.2 chr16 88191486 88193667 - -ENSG00000260420.2 LA16c-444G7.2 chr16 88194281 88195217 + -ENSG00000261273.1 LA16c-444G7.1 chr16 88234785 88302511 + -ENSG00000225614.2 ZNF469 chr16 88427471 88440757 + -ENSG00000179588.8 ZFPM1 chr16 88453317 88537016 + -ENSG00000263456.1 MIR5189 chr16 88468918 88469031 + -ENSG00000261744.1 RP11-21B21.4 chr16 88512960 88531053 - -ENSG00000158545.15 ZC3H18 chr16 88570381 88631966 + -ENSG00000124391.4 IL17C chr16 88638591 88640473 + -ENSG00000051523.10 CYBA chr16 88643283 88651152 - -ENSG00000167508.10 MVD chr16 88651935 88663161 - -ENSG00000260630.6 SNAI3-AS1 chr16 88663298 88687186 + -ENSG00000185669.5 SNAI3 chr16 88677682 88686493 - -ENSG00000280603.1 AC138028.1 chr16 88686544 88687053 - -ENSG00000158717.10 RNF166 chr16 88696495 88706421 - -ENSG00000259813.1 RP5-1142A6.5 chr16 88696501 88698610 + -ENSG00000174177.12 CTU2 chr16 88706463 88715386 + -ENSG00000278341.1 RP5-1142A6.10 chr16 88708956 88710437 - -ENSG00000103335.19 PIEZO1 chr16 88715343 88785211 - -ENSG00000265672.1 MIR4722 chr16 88716278 88716337 - -ENSG00000260121.1 RP5-1142A6.9 chr16 88718615 88720459 + -ENSG00000224888.4 RP5-1142A6.2 chr16 88731180 88741425 + -ENSG00000260617.1 RP5-1142A6.7 chr16 88741631 88742367 + -ENSG00000182376.2 RP5-1142A6.8 chr16 88742767 88745748 + -ENSG00000167513.8 CDT1 chr16 88803213 88809258 + -ENSG00000198931.10 APRT chr16 88809339 88811944 - -ENSG00000141012.12 GALNS chr16 88813734 88856970 - -ENSG00000280675.1 AC092384.1 chr16 88827958 88828137 + -ENSG00000167515.10 TRAPPC2L chr16 88856220 88862686 + -ENSG00000205022.9 PABPN1L chr16 88863333 88866660 - -ENSG00000129993.14 CBFA2T3 chr16 88874858 88977204 - -ENSG00000259881.1 RP11-830F9.5 chr16 88881038 88887136 + -ENSG00000261226.1 RP11-830F9.7 chr16 88936779 88939651 - -ENSG00000205018.2 RP11-830F9.6 chr16 88939789 88951524 + -ENSG00000259989.1 CTD-2555A7.1 chr16 88984032 88995369 + -ENSG00000256982.1 CTD-2555A7.2 chr16 89046172 89052965 - -ENSG00000176715.15 ACSF3 chr16 89088375 89155846 + -ENSG00000261546.1 CTD-2555A7.3 chr16 89113175 89115279 - -ENSG00000180422.3 LINC00304 chr16 89159146 89164245 + -ENSG00000205015.1 RP11-46C24.3 chr16 89166383 89169147 + -ENSG00000129910.7 CDH15 chr16 89171767 89195492 + -ENSG00000259803.6 SLC22A31 chr16 89195761 89201664 - -ENSG00000259877.2 RP11-46C24.7 chr16 89215211 89217653 - -ENSG00000170100.13 ZNF778 chr16 89217703 89237071 + -ENSG00000260659.1 RP11-46C24.6 chr16 89226807 89228692 - -ENSG00000167522.14 ANKRD11 chr16 89267627 89490561 - -ENSG00000268218.1 AC137932.4 chr16 89268104 89273044 + -ENSG00000260279.2 AC137932.5 chr16 89297508 89298317 + -ENSG00000261253.2 AC137932.6 chr16 89321133 89325110 + -ENSG00000261574.1 RP1-168P16.2 chr16 89392375 89412564 - -ENSG00000261692.1 RP1-168P16.1 chr16 89420075 89422226 - -ENSG00000252887.1 RNU6-430P chr16 89443318 89443424 + -ENSG00000270832.1 RP1-168P16.3 chr16 89458870 89459437 + -ENSG00000197912.13 SPG7 chr16 89490917 89557768 + -ENSG00000261118.1 RP11-104N10.1 chr16 89492017 89504460 - -ENSG00000274627.1 RP11-104N10.2 chr16 89516797 89522217 + -ENSG00000167526.13 RPL13 chr16 89560657 89566828 + -ENSG00000200084.1 SNORD68 chr16 89561434 89561517 + -ENSG00000178773.14 CPNE7 chr16 89575768 89597246 + -ENSG00000015413.9 DPEP1 chr16 89613308 89638456 + -ENSG00000131165.14 CHMP1A chr16 89644431 89657845 - -ENSG00000167523.13 SPATA33 chr16 89657802 89671272 + -ENSG00000185324.21 CDK10 chr16 89680737 89696364 + -ENSG00000260259.1 RP11-368I7.4 chr16 89682620 89686569 - -ENSG00000275734.1 RP11-368I7.6 chr16 89684642 89685304 + -ENSG00000158792.15 SPATA2L chr16 89696343 89701705 - -ENSG00000075399.12 VPS9D1 chr16 89707134 89720986 - -ENSG00000261373.1 VPS9D1-AS1 chr16 89711856 89718165 + -ENSG00000158805.11 ZNF276 chr16 89720400 89740903 + -ENSG00000187741.14 FANCA chr16 89737549 89816657 - -ENSG00000204991.10 SPIRE2 chr16 89818179 89871319 + -ENSG00000141002.18 TCF25 chr16 89873586 89911384 + -ENSG00000267048.1 RP11-566K11.7 chr16 89906157 89918233 + -ENSG00000258839.2 MC1R chr16 89912119 89920977 + -ENSG00000198211.8 TUBB3 chr16 89919165 89936092 + -ENSG00000259006.1 RP11-566K11.4 chr16 89919827 89922662 - -ENSG00000258947.6 TUBB3 chr16 89921392 89938761 + -ENSG00000140995.16 DEF8 chr16 89947925 89968060 + -ENSG00000177946.5 CENPBD1 chr16 89969791 89972534 - -ENSG00000261317.1 RP11-566K11.5 chr16 89969791 89972544 + -ENSG00000223959.8 AFG3L1P chr16 89972586 90002161 + -ENSG00000003249.13 DBNDD1 chr16 90004865 90020128 - -ENSG00000141013.14 GAS8 chr16 90019629 90044975 + -ENSG00000221819.5 GAS8-AS1 chr16 90028908 90029367 - -ENSG00000222019.7 URAHP chr16 90039761 90047773 - -ENSG00000126856.13 PRDM7 chr16 90056566 90092072 - -ENSG00000261812.5 TUBB8P7 chr16 90093154 90096354 + -ENSG00000260528.3 FAM157C chr16 90102271 90186204 + -ENSG00000260507.1 RP11-356C4.3 chr16 90105095 90106316 - -ENSG00000261172.1 RP11-356C4.5 chr16 90110574 90168225 - -ENSG00000222359.1 RNU6-355P chr16 90144592 90144695 + -ENSG00000277349.1 RP11-356C4.6 chr16 90174062 90175865 - -ENSG00000260923.5 AC137934.1 chr16 90185997 90222678 + -ENSG00000280279.1 RP11-1228E12.1 chr17 64099 76866 - -ENSG00000280136.2 RP11-1228E12.2 chr17 88641 118578 - -ENSG00000277613.1 U6 chr17 90796 90899 - -ENSG00000268320.3 SCGB1C2 chr17 137526 139067 + -ENSG00000272636.3 DOC2B chr17 142789 181636 - -ENSG00000273288.1 AC108004.1 chr17 155168 155255 - -ENSG00000273172.1 AC108004.2 chr17 183824 191587 - -ENSG00000181031.15 RPH3AL chr17 212389 386254 - -ENSG00000262920.5 RP11-1260E13.1 chr17 321392 322453 + -ENSG00000262061.5 RP11-1260E13.4 chr17 331205 333488 + -ENSG00000262294.1 RP11-1260E13.2 chr17 352638 357581 + -ENSG00000262558.1 RP11-1260E13.3 chr17 354737 356882 + -ENSG00000241525.4 AC108004.3 chr17 404468 414023 - -ENSG00000187624.8 C17orf97 chr17 410327 431062 + -ENSG00000183688.4 FAM101B chr17 439978 445939 - -ENSG00000263015.1 RP5-1029F21.3 chr17 503171 511347 + -ENSG00000141252.19 VPS53 chr17 508668 721717 - -ENSG00000263300.1 RP5-1029F21.4 chr17 523140 540576 + -ENSG00000262905.1 RP5-1029F21.2 chr17 552566 553417 + -ENSG00000262708.1 RP11-411G7.2 chr17 616002 616595 + -ENSG00000244097.1 RPS4XP17 chr17 656794 657547 - -ENSG00000167695.14 FAM57A chr17 732412 742972 + -ENSG00000179409.10 GEMIN4 chr17 744414 753999 - -ENSG00000231784.8 DBIL5P chr17 752660 755336 + -ENSG00000167699.13 GLOD4 chr17 757097 783390 - -ENSG00000262228.2 RP11-676J12.4 chr17 763565 765319 - -ENSG00000281182.1 AC087392.1 chr17 775201 775574 - -ENSG00000171861.10 RNMTL1 chr17 782273 792509 + -ENSG00000262434.1 RP11-676J12.8 chr17 789744 790525 - -ENSG00000277491.1 RP11-676J12.9 chr17 795306 795794 + -ENSG00000167693.16 NXN chr17 799313 979770 - -ENSG00000262133.1 RP11-676J12.6 chr17 877902 880093 + -ENSG00000262003.1 RP11-676J12.7 chr17 909632 911212 + -ENSG00000263017.1 RP11-356I18.1 chr17 959034 959366 + -ENSG00000265403.1 AC015884.1 chr17 982036 982121 + -ENSG00000177370.4 TIMM22 chr17 997117 1003671 + -ENSG00000159842.14 ABR chr17 1003518 1229021 - -ENSG00000264429.1 MIR3183 chr17 1022476 1022559 - -ENSG00000278794.1 Metazoa_SRP chr17 1101007 1101273 - -ENSG00000275997.1 RP11-216P6.2 chr17 1155966 1156175 + -ENSG00000235361.1 AC016292.1 chr17 1181893 1185086 + -ENSG00000262213.1 AC144836.1 chr17 1241939 1254000 - -ENSG00000205899.3 BHLHA9 chr17 1270559 1271460 + -ENSG00000184811.3 TUSC5 chr17 1279663 1300987 + -ENSG00000108953.16 YWHAE chr17 1344272 1400378 - -ENSG00000280408.1 RP11-818O24.2 chr17 1352070 1352255 + -ENSG00000167193.7 CRK chr17 1420689 1463162 - -ENSG00000262777.1 RP11-818O24.3 chr17 1424473 1426484 + -ENSG00000197879.14 MYO1C chr17 1464098 1492812 - -ENSG00000132376.19 INPP5K chr17 1494571 1516888 - -ENSG00000236618.2 PITPNA-AS1 chr17 1516931 1518096 + -ENSG00000174238.14 PITPNA chr17 1517718 1562816 - -ENSG00000167703.14 SLC43A2 chr17 1569267 1628886 - -ENSG00000243704.3 RN7SL105P chr17 1604374 1604672 - -ENSG00000074660.15 SCARF1 chr17 1633858 1645747 - -ENSG00000167705.11 RILP chr17 1646145 1650077 - -ENSG00000174231.16 PRPF8 chr17 1650629 1684882 - -ENSG00000277597.1 RP11-961A15.3 chr17 1684726 1685151 + -ENSG00000185561.9 TLCD2 chr17 1702790 1710438 - -ENSG00000186594.12 MIR22HG chr17 1711493 1717174 - -ENSG00000275595.1 MIR22 chr17 1713895 1714005 - -ENSG00000167716.18 WDR81 chr17 1716523 1738599 + -ENSG00000262791.1 RP11-961A15.1 chr17 1725748 1738585 - -ENSG00000167711.13 SERPINF2 chr17 1742836 1755268 + -ENSG00000132386.10 SERPINF1 chr17 1761959 1777574 + -ENSG00000186532.11 SMYD4 chr17 1779485 1830634 - -ENSG00000132383.11 RPA1 chr17 1829702 1900082 + -ENSG00000265504.1 AC130689.1 chr17 1829841 1829923 - -ENSG00000108958.4 AC016292.3 chr17 1858039 1858446 - -ENSG00000185924.6 RTN4RL1 chr17 1934677 2025345 - -ENSG00000262445.3 CTD-2545H1.2 chr17 1995614 2003671 + -ENSG00000228133.2 AC099684.1 chr17 2017716 2020706 + -ENSG00000262869.1 CTD-2545H1.1 chr17 2019952 2023664 - -ENSG00000108963.17 DPH1 chr17 2030110 2043430 + -ENSG00000262664.2 OVCA2 chr17 2041936 2043430 + -ENSG00000262533.1 RP11-667K14.4 chr17 2042900 2043425 - -ENSG00000263050.1 RP11-667K14.3 chr17 2043475 2044968 - -ENSG00000267200.1 MIR132 chr17 2049908 2050008 - -ENSG00000267195.1 MIR212 chr17 2050271 2050380 - -ENSG00000177374.12 HIC1 chr17 2054154 2063241 + -ENSG00000070366.13 SMG6 chr17 2059839 2303771 - -ENSG00000280333.1 RP11-667K14.14 chr17 2072823 2072956 + -ENSG00000262810.1 RP11-667K14.5 chr17 2089681 2101560 + -ENSG00000279040.1 RP11-667K14.13 chr17 2101542 2101667 + -ENSG00000279562.1 RP11-667K14.10 chr17 2117626 2117772 + -ENSG00000279340.1 RP11-667K14.9 chr17 2122342 2122508 - -ENSG00000262402.1 RP11-667K14.8 chr17 2127430 2127904 - -ENSG00000265777.2 RN7SL624P chr17 2199762 2200039 + -ENSG00000236838.2 AC090617.1 chr17 2213697 2214414 + -ENSG00000236457.1 AC130689.5 chr17 2215482 2216015 - -ENSG00000225084.1 AL450226.2 chr17 2232680 2233610 + -ENSG00000278941.1 SMG6-IT1 chr17 2235713 2236086 - -ENSG00000280242.1 RP5-1037N22.2 chr17 2255719 2256157 + -ENSG00000167720.12 SRR chr17 2303383 2325260 + -ENSG00000262333.1 HNRNPA1P16 chr17 2306761 2307715 + -ENSG00000167721.10 TSR1 chr17 2322503 2337507 - -ENSG00000275084.3 SNORD91B chr17 2329016 2329237 - -ENSG00000212163.5 SNORD91A chr17 2330180 2330370 - -ENSG00000141258.12 SGSM2 chr17 2337498 2381058 + -ENSG00000274758.1 RP1-59D14.10 chr17 2366589 2366791 - -ENSG00000263345.1 RP1-59D14.5 chr17 2375061 2379306 - -ENSG00000070444.14 MNT chr17 2384060 2401118 - -ENSG00000262456.1 RP1-59D14.1 chr17 2384847 2386664 + -ENSG00000127804.12 METTL16 chr17 2405562 2511891 - -ENSG00000279872.1 RP1-59D14.9 chr17 2424179 2424412 - -ENSG00000280280.1 RP1-59D14.8 chr17 2460183 2460294 - -ENSG00000243049.3 RN7SL33P chr17 2557753 2558094 - -ENSG00000262953.1 EIF4A1P9 chr17 2586330 2587866 - -ENSG00000007168.12 PAFAH1B1 chr17 2593210 2685615 + -ENSG00000262480.2 SAMD11P1 chr17 2613284 2613944 - -ENSG00000279432.1 RP11-135N5.3 chr17 2639297 2642418 + -ENSG00000239884.3 RN7SL608P chr17 2680958 2681236 + -ENSG00000272770.1 RP11-74E22.5 chr17 2683305 2685088 - -ENSG00000272911.1 RP11-74E22.6 chr17 2688473 2688960 + -ENSG00000132361.16 CLUH chr17 2689386 2712663 - -ENSG00000273606.1 MIR6776 chr17 2692861 2692919 - -ENSG00000262050.1 RP11-74E22.3 chr17 2712309 2712833 + -ENSG00000277200.1 RP11-74E22.8 chr17 2720801 2723947 - -ENSG00000261963.2 RP11-74E22.4 chr17 2724420 2749420 - -ENSG00000221200.1 MIR1253 chr17 2748078 2748182 - -ENSG00000272920.1 hsa-mir-1253 chr17 2748078 2748182 + -ENSG00000132359.13 RAP1GAP2 chr17 2777056 3037739 + -ENSG00000262884.1 CTD-3060P21.1 chr17 2962248 2965895 - -ENSG00000262628.1 OR1D5 chr17 3062669 3063607 - -ENSG00000184166.1 OR1D2 chr17 3092058 3092996 - -ENSG00000142163.7 OR1E3 chr17 3116423 3117366 + -ENSG00000183024.3 OR1G1 chr17 3126584 3127581 - -ENSG00000261848.5 CTD-2309O5.3 chr17 3134969 3177031 - -ENSG00000262085.2 OR1P1 chr17 3153889 3154882 - -ENSG00000172150.4 OR1A2 chr17 3197519 3198448 + -ENSG00000172146.1 OR1A1 chr17 3215621 3216550 + -ENSG00000255095.1 OR1D4 chr17 3240676 3241614 + -ENSG00000262106.1 OR1D3P chr17 3265611 3266541 + -ENSG00000221882.2 OR3A2 chr17 3277899 3278974 - -ENSG00000262670.5 RP11-64J4.2 chr17 3278775 3386339 - -ENSG00000180090.4 OR3A1 chr17 3291635 3292600 - -ENSG00000279517.1 RP11-64J4.7 chr17 3309986 3311446 + -ENSG00000180068.8 OR3A4P chr17 3310312 3311189 + -ENSG00000272546.1 OR3A5P chr17 3311193 3311892 + -ENSG00000267129.1 OR1AC1P chr17 3377527 3377602 - -ENSG00000180042.4 OR1R1P chr17 3385930 3386833 + -ENSG00000180016.2 OR1E1 chr17 3397104 3398410 - -ENSG00000159961.1 OR3A3 chr17 3420568 3421533 + -ENSG00000127780.3 OR1E2 chr17 3432870 3433841 - -ENSG00000280268.1 RP11-147K16.3 chr17 3439923 3441844 - -ENSG00000141255.12 SPATA22 chr17 3440019 3513852 - -ENSG00000108381.10 ASPA chr17 3472374 3503419 + -ENSG00000167723.14 TRPV3 chr17 3510502 3557995 - -ENSG00000196689.10 TRPV1 chr17 3565444 3597098 - -ENSG00000262304.1 TRPV1 chr17 3565444 3636249 - -ENSG00000263338.1 RP11-235E17.3 chr17 3577955 3578853 - -ENSG00000261916.1 RP11-235E17.4 chr17 3601761 3602272 - -ENSG00000197417.7 SHPK chr17 3608262 3636322 - -ENSG00000262248.1 RP11-235E17.5 chr17 3619256 3619913 - -ENSG00000040531.14 CTNS chr17 3636468 3661542 + -ENSG00000262903.1 RP11-235E17.6 chr17 3655621 3658092 - -ENSG00000213977.7 TAX1BP3 chr17 3662896 3668682 - -ENSG00000257950.3 P2RX5-TAX1BP3 chr17 3663063 3696194 - -ENSG00000240898.1 RP11-48B14.1 chr17 3665220 3665702 + -ENSG00000127774.6 EMC6 chr17 3668815 3669668 + -ENSG00000083454.21 P2RX5 chr17 3672199 3696404 - -ENSG00000083457.11 ITGAE chr17 3714628 3801243 - -ENSG00000262692.1 CTD-3195I5.3 chr17 3721628 3722488 + -ENSG00000177602.5 GSG2 chr17 3723903 3726699 + -ENSG00000262358.1 CTD-3195I5.4 chr17 3729361 3730493 + -ENSG00000074356.16 C17orf85 chr17 3802165 3846251 - -ENSG00000004660.14 CAMKK1 chr17 3860315 3894891 - -ENSG00000108405.3 P2RX1 chr17 3896592 3916500 - -ENSG00000074370.17 ATP2A3 chr17 3923870 3964464 - -ENSG00000263312.1 RP11-459C13.1 chr17 3977103 3981899 + -ENSG00000074755.14 ZZEF1 chr17 4004445 4143020 - -ENSG00000252456.1 RNA5SP434 chr17 4056756 4056876 - -ENSG00000167740.9 CYB5D2 chr17 4143168 4187310 + -ENSG00000185722.16 ANKFY1 chr17 4163907 4263977 - -ENSG00000263165.1 RP11-810M2.2 chr17 4163910 4164713 + -ENSG00000251812.1 Y_RNA chr17 4186326 4186424 + -ENSG00000263219.1 RYKP1 chr17 4222091 4223828 + -ENSG00000274363.1 RP11-104O19.4 chr17 4267691 4268430 + -ENSG00000132388.12 UBE2G1 chr17 4269259 4366628 - -ENSG00000261868.1 MFSD1P1 chr17 4301372 4302698 + -ENSG00000263882.2 RN7SL774P chr17 4364164 4364453 - -ENSG00000182557.7 SPNS3 chr17 4433688 4488208 + -ENSG00000262823.1 RP13-580F15.2 chr17 4481966 4486353 - -ENSG00000229782.1 AC118754.4 chr17 4497394 4499674 - -ENSG00000183018.8 SPNS2 chr17 4498838 4539035 + -ENSG00000132382.14 MYBBP1A chr17 4538897 4555631 - -ENSG00000167741.10 GGT6 chr17 4556927 4560818 - -ENSG00000262921.1 RP11-141J13.3 chr17 4565752 4571760 + -ENSG00000262519.1 TXNP4 chr17 4572206 4572515 + -ENSG00000188176.11 SMTNL2 chr17 4583999 4608319 + -ENSG00000261863.1 RP11-141J13.5 chr17 4610449 4617650 + -ENSG00000222429.1 RNU6-955P chr17 4619749 4619852 - -ENSG00000161905.12 ALOX15 chr17 4630902 4642294 - -ENSG00000141456.14 PELP1 chr17 4669774 4704337 - -ENSG00000235085.3 AC091153.4 chr17 4673830 4696831 + -ENSG00000244184.1 RP11-314A20.2 chr17 4704230 4705529 + -ENSG00000213939.4 RP11-314A20.1 chr17 4704816 4705217 - -ENSG00000141480.17 ARRB2 chr17 4710489 4721499 + -ENSG00000161920.9 MED11 chr17 4731428 4733610 + -ENSG00000261898.2 RP11-314A20.5 chr17 4731756 4732371 - -ENSG00000161921.14 CXCL16 chr17 4733526 4739922 - -ENSG00000141497.13 ZMYND15 chr17 4740015 4746119 + -ENSG00000142484.6 TM4SF5 chr17 4771884 4783213 + -ENSG00000182853.11 VMO1 chr17 4785285 4786433 - -ENSG00000280254.1 RP11-81A22.4 chr17 4787057 4789162 + -ENSG00000182327.7 GLTPD2 chr17 4788959 4790390 + -ENSG00000142507.9 PSMB6 chr17 4796144 4798503 + -ENSG00000262165.1 RP11-81A22.5 chr17 4801159 4807013 - -ENSG00000129219.13 PLD2 chr17 4807096 4823434 + -ENSG00000141503.15 MINK1 chr17 4833388 4898061 + -ENSG00000230201.5 ATP6V0CP1 chr17 4856757 4857374 - -ENSG00000264113.2 RN7SL784P chr17 4882975 4883316 + -ENSG00000108556.7 CHRNE chr17 4897774 4903074 - -ENSG00000205710.3 C17orf107 chr17 4899418 4902932 + -ENSG00000185245.7 GP1BA chr17 4932297 4935030 + -ENSG00000108528.13 SLC25A11 chr17 4937130 4940251 - -ENSG00000108523.15 RNF167 chr17 4940008 4945222 + -ENSG00000108518.7 PFN1 chr17 4945652 4949061 - -ENSG00000108515.17 ENO3 chr17 4948092 4957131 + -ENSG00000091640.7 SPAG7 chr17 4959226 4967872 - -ENSG00000108509.20 CAMTA2 chr17 4967992 4987652 - -ENSG00000262429.1 RP5-1050D4.3 chr17 4967995 4968822 + -ENSG00000274300.1 MIR6864 chr17 4969702 4969771 - -ENSG00000278517.1 MIR6865 chr17 4970086 4970150 - -ENSG00000234203.1 RP5-1050D4.2 chr17 4972851 4974681 + -ENSG00000262678.1 RP5-1050D4.4 chr17 4986466 4987324 + -ENSG00000262227.1 RP5-1050D4.5 chr17 4987706 4988446 + -ENSG00000196388.8 INCA1 chr17 4988130 4997610 - -ENSG00000129250.11 KIF1C chr17 4997948 5028401 + -ENSG00000227495.1 AC109333.10 chr17 5019214 5020093 - -ENSG00000132517.14 SLC52A1 chr17 5032600 5052009 - -ENSG00000262495.1 RP11-46I8.1 chr17 5060356 5062123 + -ENSG00000262693.1 RP11-46I8.3 chr17 5075678 5078113 - -ENSG00000180787.5 ZFP3 chr17 5078248 5096374 + -ENSG00000167840.13 ZNF232 chr17 5105541 5123116 - -ENSG00000234327.7 AC012146.7 chr17 5111468 5115004 + -ENSG00000129204.16 USP6 chr17 5116438 5175034 + -ENSG00000262855.1 RP11-46I8.4 chr17 5126740 5127010 - -ENSG00000180626.9 ZNF594 chr17 5179536 5191883 - -ENSG00000261879.5 RP11-333E1.1 chr17 5192084 5248069 + -ENSG00000161929.14 SCIMP chr17 5208961 5234860 - -ENSG00000263164.1 RP11-333E1.2 chr17 5240508 5241543 - -ENSG00000029725.16 RABEP1 chr17 5282265 5385812 + -ENSG00000108559.11 NUP88 chr17 5360963 5420160 - -ENSG00000263220.1 RP11-420A6.2 chr17 5364315 5371626 - -ENSG00000129197.14 RPAIN chr17 5419641 5432876 + -ENSG00000263272.1 CTC-524C5.2 chr17 5425139 5432876 - -ENSG00000108561.8 C1QBP chr17 5432777 5448830 - -ENSG00000005100.12 DHX33 chr17 5440912 5469060 - -ENSG00000262099.1 CTC-524C5.5 chr17 5469092 5470360 + -ENSG00000072849.10 DERL2 chr17 5471251 5486811 - -ENSG00000167842.15 MIS12 chr17 5486285 5490814 + -ENSG00000091592.15 NLRP1 chr17 5499427 5619424 - -ENSG00000280489.1 U7 chr17 5514209 5514270 - -ENSG00000262961.1 CTB-162E12.1 chr17 5730289 5731085 + -ENSG00000179314.13 WSCD1 chr17 5772234 6124427 + -ENSG00000262231.1 RP11-960B9.2 chr17 6189361 6190541 - -ENSG00000206618.1 RNU6-1264P chr17 6207163 6207269 + -ENSG00000276283.1 AC005668.1 chr17 6296644 6296746 - -ENSG00000262609.1 BTF3P14 chr17 6322413 6323228 - -ENSG00000129221.14 AIPL1 chr17 6393693 6435199 - -ENSG00000262818.1 RP11-636N17.1 chr17 6417685 6418264 + -ENSG00000129195.15 FAM64A chr17 6444415 6451469 + -ENSG00000091622.15 PITPNM3 chr17 6451264 6556494 - -ENSG00000274860.1 Metazoa_SRP chr17 6521131 6521412 + -ENSG00000198920.9 KIAA0753 chr17 6578148 6640927 - -ENSG00000200914.1 RNA5SP435 chr17 6600944 6601051 - -ENSG00000129235.10 TXNDC17 chr17 6640758 6644541 + -ENSG00000108590.10 MED31 chr17 6643315 6651634 - -ENSG00000256806.3 C17orf100 chr17 6651718 6653473 + -ENSG00000279257.1 C17orf100 chr17 6651914 6652270 + -ENSG00000261996.1 CTC-281F24.1 chr17 6653464 6655009 - -ENSG00000264468.1 MIR4520-1 chr17 6655440 6655509 - -ENSG00000274114.1 CTC-281F24.3 chr17 6657214 6661413 + -ENSG00000141485.15 SLC13A5 chr17 6684713 6713567 - -ENSG00000262990.1 CTC-281F24.2 chr17 6749685 6749978 - -ENSG00000244283.1 RPL23AP73 chr17 6749718 6750188 + -ENSG00000132530.16 XAF1 chr17 6755447 6775647 + -ENSG00000279296.1 RP11-609D21.3 chr17 6772831 6776116 - -ENSG00000177294.6 FBXO39 chr17 6776223 6797101 + -ENSG00000167858.12 TEKT1 chr17 6789133 6831761 - -ENSG00000262943.7 ALOX12P2 chr17 6853861 6954107 + -ENSG00000215067.9 ALOX12-AS1 chr17 6876635 7012349 - -ENSG00000262503.1 RP11-530N7.2 chr17 6927472 6928191 - -ENSG00000263316.1 RP11-530N7.3 chr17 6954098 6978960 - -ENSG00000267047.1 RP11-589P10.7 chr17 6985494 7019414 - -ENSG00000262089.1 RP11-589P10.5 chr17 6994642 6995189 - -ENSG00000108839.11 ALOX12 chr17 6996065 7010736 + -ENSG00000219200.10 RNASEK chr17 7012417 7014532 + -ENSG00000161939.18 RNASEK-C17orf49 chr17 7012635 7017520 + -ENSG00000258315.5 C17orf49 chr17 7014495 7017525 + -ENSG00000267532.3 MIR497HG chr17 7015818 7019659 - -ENSG00000275739.1 MIR195 chr17 7017615 7017701 - -ENSG00000273895.1 MIR497 chr17 7017911 7018022 - -ENSG00000161940.10 BCL6B chr17 7023020 7030290 + -ENSG00000174327.6 SLC16A13 chr17 7036075 7040121 + -ENSG00000174326.11 SLC16A11 chr17 7041630 7043923 - -ENSG00000262067.1 CTD-2545G14.2 chr17 7058934 7059204 + -ENSG00000132514.13 CLEC10A chr17 7074537 7080307 - -ENSG00000161944.16 ASGR2 chr17 7101322 7115700 - -ENSG00000213876.4 RPL7AP64 chr17 7140930 7141592 + -ENSG00000141505.11 ASGR1 chr17 7173431 7179564 - -ENSG00000132535.18 DLG4 chr17 7189890 7219702 - -ENSG00000279812.1 CTD-2545G14.4 chr17 7192295 7192448 - -ENSG00000072778.19 ACADVL chr17 7217125 7225273 + -ENSG00000199053.2 MIR324 chr17 7223273 7223384 - -ENSG00000004975.11 DVL2 chr17 7225341 7234545 - -ENSG00000040633.12 PHF23 chr17 7235028 7239722 - -ENSG00000170296.9 GABARAP chr17 7240014 7242770 - -ENSG00000262526.2 CTD-2545G14.7 chr17 7240427 7244635 - -ENSG00000279641.1 CTD-2545G14.6 chr17 7242200 7243814 + -ENSG00000175826.11 CTDNEP1 chr17 7243591 7252491 - -ENSG00000262302.1 RP1-4G17.5 chr17 7246829 7262089 - -ENSG00000170291.14 ELP5 chr17 7251416 7259940 + -ENSG00000281419.1 AC003688.1 chr17 7251969 7252099 - -ENSG00000181885.18 CLDN7 chr17 7259903 7263983 - -ENSG00000202251.1 Y_RNA chr17 7266055 7266166 - -ENSG00000181856.14 SLC2A4 chr17 7281667 7288257 + -ENSG00000263342.1 RP1-4G17.2 chr17 7282947 7284071 - -ENSG00000006047.12 YBX2 chr17 7288252 7294615 - -ENSG00000132507.17 EIF5A chr17 7306999 7312463 + -ENSG00000132522.15 GPS2 chr17 7311324 7315564 - -ENSG00000261915.6 RP11-542C16.2 chr17 7312661 7319174 - -ENSG00000215041.9 NEURL4 chr17 7315628 7329393 - -ENSG00000224647.2 AC026954.6 chr17 7330452 7335413 + -ENSG00000072818.11 ACAP1 chr17 7336529 7351478 + -ENSG00000213859.4 KCTD11 chr17 7351889 7354944 + -ENSG00000263171.1 RP11-542C16.1 chr17 7352687 7354944 - -ENSG00000182896.12 TMEM95 chr17 7355123 7357219 + -ENSG00000281080.1 Metazoa_SRP chr17 7378793 7379060 - -ENSG00000174292.12 TNK1 chr17 7380534 7389774 + -ENSG00000187838.16 TMEM256-PLSCR3 chr17 7389727 7394843 - -ENSG00000262481.5 TMEM256-PLSCR3 chr17 7389734 7404097 - -ENSG00000205544.3 TMEM256 chr17 7402975 7404137 - -ENSG00000169992.9 NLGN2 chr17 7404874 7419860 + -ENSG00000262880.1 RP11-104H15.7 chr17 7420103 7444081 + -ENSG00000181323.7 SPEM1 chr17 7420360 7421632 + -ENSG00000184560.7 C17orf74 chr17 7425615 7427568 + -ENSG00000181284.2 TMEM102 chr17 7435443 7437679 + -ENSG00000262624.1 RP11-104H15.9 chr17 7436557 7437523 - -ENSG00000161958.10 FGF11 chr17 7438273 7444937 + -ENSG00000263301.1 RP11-104H15.8 chr17 7439159 7443327 - -ENSG00000272884.1 RP11-104H15.10 chr17 7439506 7445966 + -ENSG00000170175.10 CHRNB1 chr17 7445061 7457707 + -ENSG00000174282.11 ZBTB4 chr17 7459366 7484263 - -ENSG00000259224.2 SLC35G6 chr17 7481332 7483496 + -ENSG00000181222.14 POLR2A chr17 7484366 7514618 + -ENSG00000201489.1 Y_RNA chr17 7537096 7537196 - -ENSG00000239697.10 TNFSF12 chr17 7548891 7557890 + -ENSG00000248871.1 TNFSF12-TNFSF13 chr17 7549099 7561601 + -ENSG00000276384.1 RP11-186B7.7 chr17 7557820 7558245 - -ENSG00000161955.16 TNFSF13 chr17 7558292 7561608 + -ENSG00000161956.12 SENP3 chr17 7561875 7571969 + -ENSG00000277957.1 SENP3-EIF4A1 chr17 7563287 7578715 + -ENSG00000161960.14 EIF4A1 chr17 7572706 7579005 + -ENSG00000264772.5 RP11-186B7.4 chr17 7572706 7582024 + -ENSG00000209582.1 SNORA48 chr17 7574713 7574847 + -ENSG00000238917.1 SNORD10 chr17 7576811 7576952 + -ENSG00000277985.1 SNORA67 chr17 7577955 7578091 + -ENSG00000129226.13 CD68 chr17 7579467 7582113 + -ENSG00000233223.2 AC113189.5 chr17 7581964 7584072 - -ENSG00000129255.14 MPDU1 chr17 7583529 7592789 + -ENSG00000129194.7 SOX15 chr17 7588178 7590170 - -ENSG00000129245.11 FXR2 chr17 7591230 7614871 - -ENSG00000129214.14 SHBG chr17 7613946 7633383 + -ENSG00000141504.11 SAT2 chr17 7626234 7627876 - -ENSG00000129244.8 ATP1B2 chr17 7646627 7657768 + -ENSG00000141510.15 TP53 chr17 7661779 7687550 - -ENSG00000262251.1 RP11-199F11.2 chr17 7685260 7686371 - -ENSG00000141499.16 WRAP53 chr17 7686071 7703502 + -ENSG00000108947.4 EFNB3 chr17 7705202 7711378 + -ENSG00000183914.14 DNAH2 chr17 7717354 7833744 + -ENSG00000240480.1 RPL29P2 chr17 7754320 7754976 + -ENSG00000132510.10 KDM6B chr17 7839904 7854796 + -ENSG00000167874.6 TMEM88 chr17 7855065 7856099 + -ENSG00000183011.13 NAA38 chr17 7856685 7885238 - -ENSG00000182224.11 CYB5D1 chr17 7857746 7862282 + -ENSG00000280046.1 RP11-1099M24.6 chr17 7858943 7866083 + -ENSG00000170004.16 CHD3 chr17 7884806 7912760 + -ENSG00000252835.1 SCARNA21 chr17 7906122 7906260 + -ENSG00000179859.7 AC025335.1 chr17 7913324 7915953 - -ENSG00000281523.1 AC104581.1 chr17 7920952 7921254 + -ENSG00000170049.9 KCNAB3 chr17 7921859 7929803 - -ENSG00000262730.1 RP11-1099M24.7 chr17 7925931 7930622 - -ENSG00000170043.11 TRAPPC1 chr17 7930345 7932123 - -ENSG00000170037.13 CNTROB chr17 7932101 7949918 + -ENSG00000262492.1 RP11-1099M24.8 chr17 7954868 7955622 + -ENSG00000132518.6 GUCY2D chr17 8002594 8020339 + -ENSG00000279174.1 RP11-1099M24.9 chr17 8013327 8016378 - -ENSG00000179593.15 ALOX15B chr17 8039017 8049134 + -ENSG00000263427.1 RP11-599B13.3 chr17 8056225 8057621 - -ENSG00000275011.1 RP11-599B13.9 chr17 8063936 8072533 + -ENSG00000179477.9 ALOX12B chr17 8072636 8087703 - -ENSG00000214999.3 AC129492.6 chr17 8079482 8081565 + -ENSG00000264005.1 MIR4314 chr17 8088056 8088147 + -ENSG00000179148.9 ALOXE3 chr17 8095900 8119047 - -ENSG00000179111.8 HES7 chr17 8120590 8124092 - -ENSG00000179094.13 PER1 chr17 8140472 8156506 - -ENSG00000278027.1 MIR6883 chr17 8144994 8145071 - -ENSG00000263620.1 RP11-599B13.6 chr17 8150816 8162975 - -ENSG00000220205.8 VAMP2 chr17 8159149 8163546 - -ENSG00000179029.14 TMEM107 chr17 8173237 8176399 - -ENSG00000200463.1 SNORD118 chr17 8173454 8173587 - -ENSG00000266824.1 RP11-599B13.7 chr17 8176812 8182812 + -ENSG00000196544.7 C17orf59 chr17 8188333 8190907 - -ENSG00000279152.1 AC129492.1 chr17 8188933 8189688 + -ENSG00000271002.1 RP11-599B13.8 chr17 8199123 8199437 - -ENSG00000178999.12 AURKB chr17 8204733 8210600 - -ENSG00000178977.3 LINC00324 chr17 8220642 8224043 - -ENSG00000178971.13 CTC1 chr17 8224821 8248044 - -ENSG00000178921.13 PFAS chr17 8247618 8270491 + -ENSG00000269947.1 RP11-849F2.9 chr17 8277763 8278436 + -ENSG00000125434.10 SLC25A35 chr17 8287763 8295343 - -ENSG00000108961.13 RANGRF chr17 8288497 8290092 + -ENSG00000271029.1 RP11-849F2.10 chr17 8296505 8297216 - -ENSG00000198844.10 ARHGEF15 chr17 8310241 8322516 + -ENSG00000226871.1 AC135178.7 chr17 8318088 8318712 - -ENSG00000212206.1 SNORA69 chr17 8329583 8329719 + -ENSG00000266279.1 RP11-849F2.4 chr17 8337697 8338758 + -ENSG00000184650.9 ODF4 chr17 8339864 8346046 + -ENSG00000265749.5 RP11-849F2.5 chr17 8365563 8381328 + -ENSG00000184619.3 KRBA2 chr17 8368637 8376711 - -ENSG00000263809.1 RP11-849F2.7 chr17 8368638 8383187 - -ENSG00000161970.12 RPL26 chr17 8377520 8383213 - -ENSG00000189051.5 RNF222 chr17 8390704 8397826 - -ENSG00000166579.15 NDEL1 chr17 8413131 8490411 + -ENSG00000133026.12 MYH10 chr17 8474205 8630761 - -ENSG00000252363.1 RNU7-43P chr17 8511125 8511188 + -ENSG00000270606.1 RP11-713H12.2 chr17 8560471 8560962 + -ENSG00000244604.1 RP11-713H12.1 chr17 8561230 8561576 + -ENSG00000161973.10 CCDC42 chr17 8729934 8745219 - -ENSG00000183318.11 SPDYE4 chr17 8753106 8758559 - -ENSG00000185156.5 MFSD6L chr17 8797162 8799349 - -ENSG00000276231.4 PIK3R6 chr17 8802723 8867677 - -ENSG00000141506.13 PIK3R5 chr17 8878911 8965712 - -ENSG00000266389.1 CTB-41I6.1 chr17 8965896 8967070 + -ENSG00000265975.1 CTB-41I6.2 chr17 8967523 8976995 + -ENSG00000065320.8 NTN1 chr17 9021542 9244000 + -ENSG00000262966.2 RP11-85B7.2 chr17 9171068 9179118 - -ENSG00000273816.1 RP11-85B7.5 chr17 9244666 9244897 - -ENSG00000170310.14 STX8 chr17 9250471 9576591 - -ENSG00000263708.2 RP11-85B7.4 chr17 9283174 9305651 + -ENSG00000225751.2 AC087501.1 chr17 9452197 9470014 + -ENSG00000262815.1 RP11-565F19.4 chr17 9464742 9467422 + -ENSG00000263051.1 RP11-565F19.3 chr17 9547298 9548541 + -ENSG00000271851.1 RP11-565F19.2 chr17 9553323 9555696 - -ENSG00000166596.14 CFAP52 chr17 9576627 9643459 + -ENSG00000241654.1 RPL19P18 chr17 9589902 9590482 - -ENSG00000265349.1 RP11-55L4.2 chr17 9638768 9645325 - -ENSG00000154914.16 USP43 chr17 9644698 9729691 + -ENSG00000262296.1 RP11-55L4.1 chr17 9647020 9647660 - -ENSG00000184544.11 DHRS7C chr17 9771434 9791297 - -ENSG00000278944.1 RP11-477N12.4 chr17 9791227 9808855 - -ENSG00000214978.7 RP11-477N12.3 chr17 9802386 9822071 - -ENSG00000065325.12 GLP2R chr17 9822206 9892102 + -ENSG00000265593.1 NPM1P45 chr17 9852748 9853306 - -ENSG00000109047.7 RCVRN chr17 9896320 9905621 - -ENSG00000007237.18 GAS7 chr17 9910609 10198551 - -ENSG00000280845.1 Clostridiales-1 chr17 10005113 10005260 + -ENSG00000221486.1 AC000003.1 chr17 10070890 10071004 + -ENSG00000242692.1 RPS27AP1 chr17 10258762 10259232 + -ENSG00000273388.1 RP11-401O9.4 chr17 10291820 10317926 + -ENSG00000006788.12 MYH13 chr17 10298084 10373130 - -ENSG00000264067.1 RP11-401O9.3 chr17 10320392 10341458 + -ENSG00000272736.5 RP11-799N11.1 chr17 10383132 10537862 + -ENSG00000272975.1 MYHAS chr17 10383144 10623886 + -ENSG00000133020.4 MYH8 chr17 10390322 10421950 - -ENSG00000264424.1 MYH4 chr17 10443290 10469559 - -ENSG00000109061.9 MYH1 chr17 10492307 10518543 - -ENSG00000125414.18 MYH2 chr17 10521148 10549957 - -ENSG00000214970.8 CTC-297N7.7 chr17 10579040 10623036 + -ENSG00000109063.14 MYH3 chr17 10628526 10657309 - -ENSG00000261433.1 CTC-297N7.1 chr17 10658542 10659082 - -ENSG00000133028.10 SCO1 chr17 10672474 10698375 - -ENSG00000263388.1 CTC-297N7.10 chr17 10680734 10683988 + -ENSG00000170222.11 ADPRM chr17 10697594 10711233 + -ENSG00000187824.8 TMEM220 chr17 10699015 10730316 - -ENSG00000264176.1 MAGOH2P chr17 10716002 10716511 - -ENSG00000263400.6 TMEM220-AS1 chr17 10729777 10815164 + -ENSG00000264016.2 CTC-297N7.9 chr17 10741267 10769016 - -ENSG00000240813.2 RP11-963H4.2 chr17 10745553 10746543 - -ENSG00000266114.1 RP11-963H4.5 chr17 10792059 10794985 + -ENSG00000263429.3 LINC00675 chr17 10794913 10804099 - -ENSG00000279542.1 RP11-963H4.6 chr17 10821901 10822243 - -ENSG00000233670.6 PIRT chr17 10822475 10838445 - -ENSG00000263508.5 RP11-963H4.3 chr17 10849541 10880895 + -ENSG00000207242.1 RNU6-1065P chr17 10857899 10858004 - -ENSG00000244753.2 RPL15P21 chr17 10860535 10861462 - -ENSG00000281891.1 AC005284.2 chr17 10995707 10995773 - -ENSG00000221701.1 AC005284.1 chr17 11053788 11053935 + -ENSG00000243346.3 RN7SL601P chr17 11157455 11157747 + -ENSG00000188803.14 SHISA6 chr17 11241263 11564063 + -ENSG00000253002.1 AC005725.1 chr17 11267305 11267379 - -ENSG00000264727.1 RP11-680C21.1 chr17 11288205 11290811 + -ENSG00000007174.17 DNAH9 chr17 11598431 11969748 + -ENSG00000263623.1 AC005701.1 chr17 11741376 11741464 - -ENSG00000263684.1 RP11-628O18.1 chr17 11874932 11875828 - -ENSG00000266368.1 RP11-1096G20.5 chr17 11953889 11977594 - -ENSG00000154957.13 ZNF18 chr17 11977439 11997510 - -ENSG00000241185.2 RPL21P122 chr17 11998353 12021508 - -ENSG00000065559.14 MAP2K4 chr17 12020824 12143830 + -ENSG00000252707.1 RNU11-2P chr17 12036496 12036637 - -ENSG00000266297.1 MIR744 chr17 12081899 12081996 + -ENSG00000263648.1 RP11-471L13.3 chr17 12115547 12115885 + -ENSG00000265400.1 RP11-471L13.2 chr17 12201600 12215267 + -ENSG00000179136.6 LINC00670 chr17 12549782 12642854 + -ENSG00000141052.17 MYOCD chr17 12665890 12768949 + -ENSG00000227274.1 AC005358.3 chr17 12671862 12706135 - -ENSG00000265489.1 RP11-1090M7.1 chr17 12760140 12790242 - -ENSG00000006740.16 ARHGAP44 chr17 12789539 12991643 + -ENSG00000265503.1 MIR1269B chr17 12917268 12917342 - -ENSG00000280168.1 RP11-1090M7.3 chr17 12973033 12973834 - -ENSG00000277621.1 RP11-597M12.2 chr17 12982613 12983002 - -ENSG00000263707.1 RP11-597M12.1 chr17 12990149 12990610 - -ENSG00000006744.18 ELAC2 chr17 12992391 13018187 - -ENSG00000273098.1 RP11-488L1.1 chr17 13095908 13100928 + -ENSG00000234634.1 AC003664.1 chr17 13299184 13306760 - -ENSG00000153976.2 HS3ST3A1 chr17 13495689 13601927 - -ENSG00000266115.1 AC005375.1 chr17 13500254 13500328 - -ENSG00000221698.1 MIR548H3 chr17 13543529 13543646 - -ENSG00000236088.9 COX10-AS1 chr17 13756478 14069495 - -ENSG00000265494.1 RP11-131K5.2 chr17 13909231 13911212 + -ENSG00000233852.1 AC005304.1 chr17 13932720 13940594 - -ENSG00000266744.1 RP11-131K5.1 chr17 13957748 13966952 - -ENSG00000141028.6 CDRT15P1 chr17 14024514 14025488 + -ENSG00000006695.10 COX10 chr17 14069496 14208677 + -ENSG00000252305.1 SNORA74 chr17 14177131 14177310 + -ENSG00000231595.1 AC005224.2 chr17 14210488 14217922 + -ENSG00000223510.6 CDRT15 chr17 14235673 14236862 - -ENSG00000262786.1 RP11-214O1.1 chr17 14295512 14297600 - -ENSG00000125430.8 HS3ST3B1 chr17 14301083 14349404 + -ENSG00000266709.1 RP11-214O1.2 chr17 14303854 14305505 + -ENSG00000266378.1 RP11-214O1.3 chr17 14327335 14329474 + -ENSG00000230647.1 AC022816.2 chr17 14374139 14421026 + -ENSG00000230897.1 RPS18P12 chr17 14705076 14705534 - -ENSG00000226130.1 AC013248.2 chr17 14725729 14729686 + -ENSG00000205325.1 AC005863.1 chr17 14767583 14780203 - -ENSG00000238212.2 AC005863.2 chr17 14834638 14900554 + -ENSG00000226156.1 RPL23AP76 chr17 14947741 14948198 - -ENSG00000232058.1 AC005772.2 chr17 15014805 15052276 + -ENSG00000259944.1 CDRT7 chr17 15030975 15031957 + -ENSG00000265163.1 CDRT8 chr17 15105237 15106187 - -ENSG00000109099.13 PMP22 chr17 15229777 15265326 - -ENSG00000265110.1 MIR4731 chr17 15251627 15251696 - -ENSG00000279660.1 RP11-849N15.3 chr17 15260513 15261841 + -ENSG00000265445.1 RP11-849N15.1 chr17 15261015 15265707 + -ENSG00000230971.1 AC005703.3 chr17 15267461 15272290 - -ENSG00000237377.2 AC005703.2 chr17 15276562 15279477 - -ENSG00000125409.12 TEKT3 chr17 15303811 15341641 - -ENSG00000200437.1 RNU6-799P chr17 15311345 15311451 + -ENSG00000279567.1 RP11-849N15.5 chr17 15365323 15365877 + -ENSG00000266667.1 RP11-849N15.4 chr17 15379864 15417878 - -ENSG00000239888.3 RN7SL792P chr17 15408384 15408688 + -ENSG00000239704.10 CDRT4 chr17 15436015 15503608 - -ENSG00000259024.6 TVP23C-CDRT4 chr17 15436021 15563561 - -ENSG00000234324.1 RPL9P2 chr17 15443639 15444191 + -ENSG00000175106.16 TVP23C chr17 15502264 15563595 - -ENSG00000223878.1 AC005517.3 chr17 15506866 15507354 + -ENSG00000266538.1 RP11-385D13.3 chr17 15530773 15531089 - -ENSG00000241322.8 CDRT1 chr17 15565483 15619704 - -ENSG00000251537.4 RP11-385D13.1 chr17 15571491 15651653 - -ENSG00000252129.1 SNORA74 chr17 15574019 15574198 + -ENSG00000223544.1 AC005838.2 chr17 15588852 15589084 + -ENSG00000221926.11 TRIM16 chr17 15627960 15684311 - -ENSG00000266261.1 RP11-640I15.1 chr17 15651590 15654489 + -ENSG00000108452.1 ZNF29P chr17 15675476 15675643 + -ENSG00000187607.15 ZNF286A chr17 15699577 15720787 + -ENSG00000255104.7 ZNF286A chr17 15699692 15744783 + -ENSG00000233966.1 UBE2SP1 chr17 15704232 15704900 - -ENSG00000214946.13 TBC1D26 chr17 15732247 15749192 + -ENSG00000233002.2 AC005324.6 chr17 15735023 15749192 - -ENSG00000267227.1 RP11-640I15.2 chr17 15748703 15749315 - -ENSG00000233193.1 AC005324.7 chr17 15761614 15763769 - -ENSG00000227255.1 CDRT15P2 chr17 15764703 15765664 + -ENSG00000235430.1 ZSWIM5P1 chr17 15768717 15771426 - -ENSG00000251829.1 RNA5SP436 chr17 15782341 15782455 + -ENSG00000227018.1 IL6STP1 chr17 15783288 15784307 + -ENSG00000179277.9 MEIS3P1 chr17 15786618 15787575 + -ENSG00000265519.1 CTD-3157E16.1 chr17 15787787 15788205 - -ENSG00000276855.1 CTD-3157E16.2 chr17 15789016 15789705 + -ENSG00000233090.1 AC015922.7 chr17 15792862 15793045 + -ENSG00000237057.2 AC015922.6 chr17 15806241 15817742 - -ENSG00000227790.6 AC015922.5 chr17 15829369 15864153 + -ENSG00000170425.3 ADORA2B chr17 15944917 15975746 + -ENSG00000214941.7 ZSWIM7 chr17 15976560 15999717 - -ENSG00000011295.15 TTC19 chr17 15999380 16045015 + -ENSG00000275413.1 CTC-529I10.1 chr17 16023323 16023653 - -ENSG00000141027.20 NCOR1 chr17 16029157 16218185 - -ENSG00000227782.2 CTC-529I10.2 chr17 16040472 16041273 + -ENSG00000243686.2 RPLP1P11 chr17 16044621 16044961 + -ENSG00000233979.1 AC002553.4 chr17 16084042 16084381 + -ENSG00000252383.1 RNU6-314P chr17 16098704 16098807 + -ENSG00000199674.1 RNU6-862P chr17 16137768 16137872 - -ENSG00000239221.3 RN7SL442P chr17 16191832 16192151 + -ENSG00000108474.16 PIGL chr17 16217191 16351797 + -ENSG00000221355.1 MIR1288 chr17 16282014 16282088 + -ENSG00000166582.9 CENPV chr17 16342534 16353656 - -ENSG00000170315.13 UBB chr17 16380798 16382745 + -ENSG00000265401.1 RP11-138I1.4 chr17 16382152 16382669 - -ENSG00000265095.1 FTLP12 chr17 16391434 16391882 + -ENSG00000264739.1 RP11-138I1.2 chr17 16414524 16416689 - -ENSG00000187688.14 TRPV2 chr17 16415542 16437003 + -ENSG00000239203.1 AC093484.4 chr17 16427474 16428719 + -ENSG00000175061.17 LRRC75A-AS1 chr17 16438822 16478678 + -ENSG00000277108.1 SNORD49B chr17 16439505 16439576 + -ENSG00000277370.1 SNORD49A chr17 16440036 16440106 + -ENSG00000266651.1 RP11-138I1.3 chr17 16440479 16440952 - -ENSG00000277512.1 SNORD65 chr17 16441226 16441298 + -ENSG00000181350.11 LRRC75A chr17 16441577 16492153 - -ENSG00000141040.14 ZNF287 chr17 16551387 16569206 - -ENSG00000266803.1 RP1-77H15.1 chr17 16557985 16559269 - -ENSG00000235554.1 AC005822.1 chr17 16616848 16617881 - -ENSG00000197566.9 ZNF624 chr17 16620737 16653856 - -ENSG00000264765.1 RP11-92B11.4 chr17 16653904 16654787 + -ENSG00000264359.1 NEK4P2 chr17 16666107 16667118 - -ENSG00000231458.2 RNASEH1P2 chr17 16683438 16684227 + -ENSG00000170160.16 CCDC144A chr17 16689537 16777881 + -ENSG00000266302.5 RP11-219A15.1 chr17 16690261 16804453 + -ENSG00000252446.1 RNU6-405P chr17 16691798 16691907 + -ENSG00000276088.1 RN7SL620P chr17 16710059 16710361 + -ENSG00000226478.3 UPF3AP1 chr17 16745636 16746761 - -ENSG00000188933.14 USP32P1 chr17 16786489 16804455 + -ENSG00000266129.1 SRP68P1 chr17 16787235 16788141 - -ENSG00000272815.1 RP11-219A15.4 chr17 16788057 16816540 + -ENSG00000264673.1 RP11-92B11.3 chr17 16788248 16789234 - -ENSG00000266486.1 FAM106CP chr17 16788901 16789407 + -ENSG00000264729.1 RP11-219A15.2 chr17 16804627 16805707 + -ENSG00000264892.1 NOS2P4 chr17 16812447 16812651 + -ENSG00000226145.7 KRT16P6 chr17 16817983 16822579 - -ENSG00000227300.12 KRT16P2 chr17 16829999 16832830 - -ENSG00000131885.16 KRT17P1 chr17 16840743 16845883 - -ENSG00000205312.8 KRT17P4 chr17 16847635 16852777 - 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-ENSG00000265109.1 AC055811.1 chr17 17242564 17242647 + -ENSG00000141030.12 COPS3 chr17 17246820 17281293 - -ENSG00000205309.13 NT5M chr17 17303335 17347663 + -ENSG00000215030.5 RPL13P12 chr17 17383377 17384012 - -ENSG00000227158.1 AC073621.2 chr17 17422681 17423704 + -ENSG00000230865.1 TSEN15P1 chr17 17456427 17457259 + -ENSG00000201741.1 Y_RNA chr17 17460444 17460522 + -ENSG00000141026.5 MED9 chr17 17476986 17493226 + -ENSG00000108551.4 RASD1 chr17 17494437 17496395 - -ENSG00000133027.17 PEMT chr17 17505563 17591708 - -ENSG00000265511.1 RP11-524F11.1 chr17 17507351 17508308 + -ENSG00000206730.1 RNU6-468P chr17 17578631 17578739 + -ENSG00000264666.1 RP11-524F11.2 chr17 17591428 17610485 + -ENSG00000279200.1 RP11-524F11.3 chr17 17616043 17617745 + -ENSG00000223979.2 SMCR2 chr17 17674026 17677688 - -ENSG00000273948.1 SMCR2_1 chr17 17675366 17675522 + -ENSG00000274836.1 SMCR2_2 chr17 17676211 17676371 + -ENSG00000108557.17 RAI1 chr17 17681473 17811453 + -ENSG00000237328.1 RAI1-AS1 chr17 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-ENSG00000091542.8 ALKBH5 chr17 18183078 18209954 + -ENSG00000131899.10 LLGL1 chr17 18225587 18244875 + -ENSG00000177731.15 FLII chr17 18244836 18258916 - -ENSG00000177427.12 MIEF2 chr17 18260534 18266552 + -ENSG00000260647.1 RP1-178F10.1 chr17 18268080 18268828 + -ENSG00000177302.14 TOP3A chr17 18271428 18315007 - -ENSG00000228000.1 RPL7AP65 chr17 18311904 18312651 + -ENSG00000237382.2 RPL21P121 chr17 18312760 18313533 + -ENSG00000176994.10 SMCR8 chr17 18315310 18328055 + -ENSG00000176974.17 SHMT1 chr17 18327860 18363563 - -ENSG00000275820.1 MIR6778 chr17 18340814 18340886 - -ENSG00000214860.4 EVPLL chr17 18377662 18389647 + -ENSG00000264177.1 RP1-37N7.1 chr17 18379855 18388984 - -ENSG00000267441.1 RP1-37N7.5 chr17 18388871 18389459 + -ENSG00000275206.1 RP1-37N7.7 chr17 18390153 18390323 - -ENSG00000204471.3 TBC1D3P4 chr17 18393480 18400961 + -ENSG00000220161.4 FLJ35934 chr17 18411159 18414380 + -ENSG00000205266.9 KRT17P5 chr17 18415728 18425097 + -ENSG00000266162.1 YWHAEP2 chr17 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18638370 - -ENSG00000174977.8 AC026271.5 chr17 18650195 18651542 + -ENSG00000249459.8 ZNF286B chr17 18658429 18682262 - -ENSG00000264885.1 RP11-815I9.4 chr17 18667629 18669461 - -ENSG00000240445.3 FOXO3B chr17 18670946 18672873 - -ENSG00000224126.2 UBE2SP2 chr17 18677261 18677757 + -ENSG00000108448.20 TRIM16L chr17 18697998 18736118 + -ENSG00000265693.1 RP11-815I9.5 chr17 18704640 18704769 + -ENSG00000171931.12 FBXW10 chr17 18744024 18779349 + -ENSG00000171928.13 TVP23B chr17 18780995 18806714 + -ENSG00000265478.2 CTD-2145A24.5 chr17 18809956 18810940 + -ENSG00000250111.3 AC107982.4 chr17 18835707 18842364 + -ENSG00000141127.14 PRPSAP2 chr17 18840085 18931287 + -ENSG00000274747.1 RN7SL627P chr17 18840618 18840920 + -ENSG00000264273.1 CTD-2145A24.4 chr17 18859354 18861466 - -ENSG00000235672.1 AC090286.2 chr17 18908279 18908865 + -ENSG00000212618.1 snoMBII-202 chr17 18943999 18944073 + -ENSG00000154025.15 SLC5A10 chr17 18950345 19022595 + -ENSG00000196893.3 AC090286.4 chr17 18951625 18954149 - -ENSG00000188522.14 FAM83G chr17 18968789 19004804 - -ENSG00000263045.1 RP11-28B23.1 chr17 18986148 18986334 - -ENSG00000154016.13 GRAP chr17 19020673 19047637 - -ENSG00000279825.1 CTC-457L16.1 chr17 19030857 19033529 + -ENSG00000265185.5 SNORD3B-1 chr17 19061912 19062669 + -ENSG00000262074.6 SNORD3B-2 chr17 19063346 19064136 - -ENSG00000230197.6 RP11-160E2.17 chr17 19077775 19087878 + -ENSG00000265746.1 KYNUP2 chr17 19082437 19084834 + -ENSG00000263394.1 RP11-160E2.19 chr17 19091069 19091825 - -ENSG00000228157.4 AC007952.5 chr17 19092974 19096837 + -ENSG00000262202.4 RP11-160E2.6 chr17 19112000 19112636 - -ENSG00000277947.1 SNORD3D chr17 19112419 19112636 - -ENSG00000281000.1 SNORD3D chr17 19112420 19112636 - -ENSG00000189152.10 GRAPL chr17 19127469 19159176 + -ENSG00000262319.1 CTC-457L16.2 chr17 19141017 19143689 - -ENSG00000266664.1 RP11-160E2.21 chr17 19150279 19151286 + -ENSG00000197665.7 AC007952.6 chr17 19155727 19159111 - -ENSG00000262292.2 RP11-160E2.11 chr17 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20508931 - -ENSG00000231645.2 KRT17P6 chr17 20512560 20517479 - -ENSG00000205215.8 KRT17P7 chr17 20519312 20528687 - -ENSG00000266042.1 AC015818.6 chr17 20526102 20526210 + -ENSG00000260907.1 AC008088.4 chr17 20530042 20530881 - -ENSG00000265916.1 RP11-434D2.9 chr17 20532248 20532881 - -ENSG00000264981.1 RP11-434D2.10 chr17 20542974 20544123 - -ENSG00000235203.2 TBC1D3P3 chr17 20543481 20550963 - -ENSG00000267075.1 RP11-434D2.3 chr17 20545371 20549952 + -ENSG00000230339.2 RP11-434D2.8 chr17 20554137 20554380 + -ENSG00000263946.1 RP11-434D2.11 chr17 20554971 20559410 - -ENSG00000235323.2 COTL1P2 chr17 20564538 20564889 + -ENSG00000264422.1 RP11-434D2.12 chr17 20576667 20578748 - -ENSG00000214819.1 CDRT15L2 chr17 20579724 20580911 + -ENSG00000231258.2 ZSWIM5P2 chr17 20583758 20591180 - -ENSG00000188013.6 MEIS3P2 chr17 20589293 20590367 + -ENSG00000232889.2 AC087499.4 chr17 20595531 20595708 + -ENSG00000226096.1 AC087499.9 chr17 20609462 20609610 - -ENSG00000235546.2 AC087499.5 chr17 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RP11-344E13.1 chr17 20938023 20938344 - -ENSG00000244456.2 AC090774.2 chr17 20956682 20958404 + -ENSG00000264660.2 RP11-381P6.1 chr17 20963722 20980238 + -ENSG00000266009.1 RP11-746M1.2 chr17 20981489 20981654 + -ENSG00000263729.1 RP11-746M1.8 chr17 20983902 20984046 + -ENSG00000124422.11 USP22 chr17 20999593 21043760 - -ENSG00000263986.1 RP11-746M1.1 chr17 20999747 21000323 + -ENSG00000236819.1 LINC01563 chr17 21075556 21090615 + -ENSG00000109016.17 DHRS7B chr17 21123364 21193265 + -ENSG00000278176.1 AC087393.1 chr17 21176259 21176347 - -ENSG00000178307.9 TMEM11 chr17 21197280 21214624 - -ENSG00000235530.6 AC087294.2 chr17 21214331 21230035 + -ENSG00000263815.2 RN7SL426P chr17 21229334 21229628 - -ENSG00000274180.1 NATD1 chr17 21238870 21253410 - -ENSG00000266563.1 EIF1P5 chr17 21259968 21260501 - -ENSG00000034152.18 MAP2K3 chr17 21284672 21315240 + -ENSG00000184185.9 KCNJ12 chr17 21376197 21419872 + -ENSG00000265881.1 PDLIM1P2 chr17 21444833 21445439 - -ENSG00000265043.1 RP11-728E14.3 chr17 21456513 21460215 - -ENSG00000264023.1 RP11-728E14.2 chr17 21457434 21458989 + -ENSG00000244582.2 RPL21P120 chr17 21504558 21505059 + -ENSG00000265265.1 RP11-822E23.7 chr17 21519514 21521269 + -ENSG00000212719.10 C17orf51 chr17 21524790 21574458 - -ENSG00000272780.5 RP11-822E23.8 chr17 21532477 21574517 - -ENSG00000266466.1 RP11-822E23.2 chr17 21532974 21542786 + -ENSG00000266673.1 RP11-822E23.3 chr17 21552509 21552711 + -ENSG00000266050.2 RP11-822E23.6 chr17 21566569 21574517 - -ENSG00000264245.1 RP11-822E23.4 chr17 21573770 21574073 + -ENSG00000216100.2 AC233702.1 chr17 21577818 21577905 + -ENSG00000263375.1 RP11-822E23.5 chr17 21592794 21594180 + -ENSG00000260157.3 CH17-53B9.2 chr17 21614487 21641536 + -ENSG00000264617.1 AC144838.3 chr17 21655843 21657633 - -ENSG00000274748.1 CH17-53B9.4 chr17 21678086 21678418 + -ENSG00000260458.3 KCNJ18 chr17 21692523 21704612 + -ENSG00000265233.1 AC144838.2 chr17 22056587 22056755 - -ENSG00000265019.1 NCOR1P2 chr17 22061961 22070538 - -ENSG00000263563.5 UBBP4 chr17 22202995 22205154 + -ENSG00000263725.1 FTLP13 chr17 22221221 22221605 + -ENSG00000263609.1 RP11-1109M24.16 chr17 22234328 22266362 - -ENSG00000264956.1 RP11-1109M24.5 chr17 22266425 22288133 + -ENSG00000266691.1 RP11-1109M24.15 chr17 22277867 22279289 - -ENSG00000222770.1 AC138761.1 chr17 22295293 22295380 - -ENSG00000178130.9 FAM27L chr17 22298691 22299893 + -ENSG00000264811.1 RP11-1109M24.14 chr17 22299134 22299467 - -ENSG00000265567.1 RP11-1109M24.13 chr17 22301333 22301657 - -ENSG00000264562.1 RP11-1109M24.12 chr17 22305671 22306013 - -ENSG00000266806.1 RP11-744K17.3 chr17 22331597 22332410 + -ENSG00000276399.1 FLJ36000 chr17 22406019 22413744 + -ENSG00000266746.1 RP11-1109M24.7 chr17 22411893 22412229 - -ENSG00000261020.1 RP11-744K17.1 chr17 22420022 22424731 + -ENSG00000266885.2 RP11-744K17.8 chr17 22435390 22439033 + -ENSG00000266529.1 RP11-846F4.1 chr17 22519617 22520709 + -ENSG00000256618.2 MTRNR2L1 chr17 22523111 22524663 + -ENSG00000243655.2 RP11-846F4.12 chr17 22524563 22525330 - -ENSG00000264168.1 MTND1P15 chr17 22524738 22525696 + -ENSG00000263914.1 RP11-846F4.5 chr17 22525899 22526937 + -ENSG00000273754.1 AC132825.1 chr17 22527150 22527213 + -ENSG00000240103.2 RP11-846F4.6 chr17 22527324 22529570 + -ENSG00000241225.2 NMTRS-TGA3-1 chr17 22528853 22528921 - -ENSG00000263483.1 MTATP6P3 chr17 22529934 22530609 + -ENSG00000264316.1 RP11-846F4.9 chr17 22530612 22531392 + -ENSG00000275480.1 RP11-846F4.14 chr17 22567423 22568713 - -ENSG00000264930.1 RP11-846F4.10 chr17 22606388 22606703 + -ENSG00000264262.1 RP11-285M22.3 chr17 22676695 22692618 - -ENSG00000265114.1 RP11-285M22.1 chr17 22692834 22693613 + -ENSG00000264431.1 RP11-285M22.2 chr17 22693325 22694831 - -ENSG00000264970.1 RP11-846F4.11 chr17 22704415 22705685 + -ENSG00000263433.1 RP11-260A9.1 chr17 26981694 26982090 + -ENSG00000264734.1 RP11-260A9.6 chr17 26989189 26999941 - -ENSG00000264172.1 PDLIM1P3 chr17 27002661 27003259 - -ENSG00000266736.1 GTF2IP6 chr17 27019527 27047934 - -ENSG00000264837.1 VN1R71P chr17 27057399 27058221 + -ENSG00000265646.2 TUFMP1 chr17 27082690 27084036 - -ENSG00000265246.1 RP11-663N22.1 chr17 27237859 27241661 - -ENSG00000277627.2 AC026254.1 chr17 27255416 27255516 + -ENSG00000239223.3 RPL34P31 chr17 27274107 27274477 + -ENSG00000213664.4 RPS16P8 chr17 27280482 27280912 + -ENSG00000265453.1 RP11-173M1.3 chr17 27281094 27281415 + -ENSG00000263583.1 MIR4522 chr17 27293910 27293996 - -ENSG00000109046.14 WSB1 chr17 27294076 27315926 + -ENSG00000266313.1 RP11-173M1.4 chr17 27333256 27348491 + -ENSG00000265683.1 RP11-173M1.5 chr17 27351858 27352584 - -ENSG00000266356.1 RP11-578C11.2 chr17 27411438 27412806 - -ENSG00000266433.6 TBC1D3P5 chr17 27417690 27431623 + -ENSG00000141068.13 KSR1 chr17 27456714 27626438 + -ENSG00000265801.1 RP11-720N19.2 chr17 27465112 27465541 + -ENSG00000263368.1 RP11-720N19.1 chr17 27526386 27527223 - -ENSG00000266853.1 ITM2BP1 chr17 27612588 27613251 - -ENSG00000266728.5 AC015688.3 chr17 27623364 27640777 + -ENSG00000266872.1 RP11-19P22.8 chr17 27625484 27626438 - -ENSG00000168961.16 LGALS9 chr17 27629798 27649560 + -ENSG00000264216.1 NOS2P1 chr17 27651334 27665712 - -ENSG00000265788.1 RP11-19P22.5 chr17 27661549 27663658 - -ENSG00000265041.1 RP11-19P22.7 chr17 27666749 27672803 - -ENSG00000266771.1 RP11-19P22.10 chr17 27675894 27675997 - -ENSG00000264240.1 RP11-19P22.6 chr17 27677805 27678087 - -ENSG00000264689.1 RP11-19P22.2 chr17 27682476 27682737 + -ENSG00000263604.1 RP11-19P22.3 chr17 27683946 27684144 - -ENSG00000265833.1 RP1-66C13.1 chr17 27707178 27707250 + -ENSG00000266416.1 RP1-66C13.2 chr17 27708111 27708138 + -ENSG00000266786.1 LGALS9DP chr17 27746132 27754954 + -ENSG00000007171.16 NOS2 chr17 27756766 27800499 - -ENSG00000266202.1 RP1-66C13.4 chr17 27798806 27893365 - -ENSG00000266527.1 RP11-138P22.1 chr17 27874645 27881237 + -ENSG00000232859.9 LYRM9 chr17 27878314 27894752 - -ENSG00000260019.1 RP11-218F4.1 chr17 27929548 27974223 - -ENSG00000251818.1 SCARNA20 chr17 28018770 28018907 + -ENSG00000266190.1 RP11-218F4.2 chr17 28021668 28022265 - -ENSG00000202389.1 SNORA70 chr17 28022330 28022464 - -ENSG00000087095.12 NLK chr17 28041737 28196381 + -ENSG00000252283.1 Vault chr17 28061967 28062068 + -ENSG00000240873.1 RPS29P22 chr17 28116239 28116406 - -ENSG00000267644.1 CTD-2008P7.10 chr17 28219285 28220005 + -ENSG00000237575.4 PYY2 chr17 28226563 28228065 + -ENSG00000267259.1 CTD-2008P7.9 chr17 28232590 28235281 - -ENSG00000266830.1 CTD-2008P7.8 chr17 28246454 28248006 - -ENSG00000265060.1 PPY2P chr17 28247444 28248289 + -ENSG00000263788.1 CTD-2008P7.7 chr17 28256375 28256669 - -ENSG00000264486.1 CTD-2008P7.3 chr17 28256438 28265551 + -ENSG00000260777.1 CTD-2008P7.1 chr17 28263634 28266369 - -ENSG00000266306.1 CTD-2008P7.6 chr17 28269203 28272365 - -ENSG00000264029.1 CTD-2008P7.5 chr17 28274657 28275716 - -ENSG00000265480.5 KRT18P55 chr17 28275986 28317783 - -ENSG00000207844.1 AC061975.1 chr17 28276463 28276553 - -ENSG00000109084.13 TMEM97 chr17 28319095 28328685 + -ENSG00000109083.13 IFT20 chr17 28328325 28335489 - -ENSG00000109079.9 TNFAIP1 chr17 28335602 28347009 + -ENSG00000004142.11 POLDIP2 chr17 28347177 28357522 - -ENSG00000244045.10 TMEM199 chr17 28357581 28363683 + -ENSG00000258924.4 CTB-96E2.3 chr17 28357647 28381697 + -ENSG00000264302.1 MIR4723 chr17 28360654 28360734 + -ENSG00000265618.1 CTB-96E2.7 chr17 28361601 28362859 - -ENSG00000274529.4 SEBOX chr17 28364268 28365244 - -ENSG00000273171.1 CTB-96E2.2 chr17 28364288 28368012 - -ENSG00000004139.13 SARM1 chr17 28364356 28404049 + -ENSG00000109072.13 VTN chr17 28367276 28373091 - -ENSG00000277450.1 CTB-96E2.10 chr17 28373256 28373562 + -ENSG00000279532.1 CTB-96E2.6 chr17 28373673 28374301 - -ENSG00000076351.12 SLC46A1 chr17 28394756 28407197 - -ENSG00000265254.1 CTD-2350C19.2 chr17 28405240 28406796 + -ENSG00000265541.1 H3F3BP2 chr17 28416922 28417492 + -ENSG00000263870.1 CTD-2350C19.5 chr17 28444063 28445563 - -ENSG00000258472.8 RP11-192H23.4 chr17 28455752 28614197 - -ENSG00000263266.2 RPS7P1 chr17 28467822 28468406 + -ENSG00000007216.14 SLC13A2 chr17 28473293 28497781 + -ENSG00000109101.7 FOXN1 chr17 28506243 28538896 + -ENSG00000109103.11 UNC119 chr17 28546707 28552668 - -ENSG00000087111.20 PIGS chr17 28553383 28571872 - -ENSG00000109107.13 ALDOC chr17 28573115 28577264 - -ENSG00000265168.1 RP11-192H23.5 chr17 28573117 28574243 + -ENSG00000076382.16 SPAG5 chr17 28577565 28599279 - -ENSG00000227543.4 SPAG5-AS1 chr17 28598790 28617377 + -ENSG00000264608.1 RP11-192H23.8 chr17 28601827 28602284 - -ENSG00000265287.2 RP11-192H23.6 chr17 28607963 28609730 + -ENSG00000167524.14 SGK494 chr17 28607964 28614200 - -ENSG00000007202.14 KIAA0100 chr17 28614440 28645454 - -ENSG00000264044.1 RP11-192H23.7 chr17 28633206 28635950 + -ENSG00000132581.9 SDF2 chr17 28648356 28662189 - -ENSG00000240494.2 RPS12P28 chr17 28655557 28655983 + -ENSG00000109111.14 SUPT6H chr17 28662091 28702684 + -ENSG00000265205.1 AC010761.13 chr17 28670054 28672804 - -ENSG00000167525.13 PROCA1 chr17 28703197 28711854 - -ENSG00000109113.17 RAB34 chr17 28714281 28718429 - -ENSG00000198242.13 RPL23A chr17 28719393 28724359 + -ENSG00000238423.1 SNORD42B chr17 28720550 28720616 + -ENSG00000264577.1 AC010761.8 chr17 28721487 28722877 - -ENSG00000238578.1 SNORD4A chr17 28722582 28722653 + -ENSG00000238649.1 SNORD42A chr17 28723429 28723492 + -ENSG00000238597.1 SNORD4B chr17 28723682 28723753 + -ENSG00000160606.10 TLCD1 chr17 28724348 28727935 - -ENSG00000160602.13 NEK8 chr17 28725897 28743455 + -ENSG00000267729.1 AC010761.14 chr17 28727258 28727739 + -ENSG00000265073.1 AC010761.6 chr17 28732963 28743102 - -ENSG00000076604.14 TRAF4 chr17 28743984 28750958 + -ENSG00000265474.1 AC010761.9 chr17 28745569 28747652 - -ENSG00000265840.1 AC010761.10 chr17 28749731 28750079 - -ENSG00000173065.13 FAM222B chr17 28755978 28855232 - -ENSG00000243053.2 RPL31P58 chr17 28802444 28802822 + -ENSG00000238516.1 Y_RNA chr17 28834722 28834822 + -ENSG00000264138.1 RP11-20B24.3 chr17 28848860 28849592 + -ENSG00000132591.11 ERAL1 chr17 28854938 28861067 + -ENSG00000264066.4 RP11-20B24.2 chr17 28861072 28861966 - -ENSG00000273915.1 MIR451B chr17 28861369 28861440 - -ENSG00000277441.1 MIR144 chr17 28861514 28861624 - -ENSG00000278521.1 MIR4732 chr17 28861655 28861730 - -ENSG00000132589.15 FLOT2 chr17 28879335 28897679 - -ENSG00000264304.1 RP11-20B24.7 chr17 28892469 28893342 + -ENSG00000266642.2 RP11-20B24.4 chr17 28897738 28899402 + -ENSG00000167536.13 DHRS13 chr17 28897781 28903071 - -ENSG00000109118.13 PHF12 chr17 28905250 28951771 - -ENSG00000265845.2 RP11-20B24.5 chr17 28926275 28944749 + -ENSG00000265908.1 RP11-20B24.6 chr17 28944796 28945394 + -ENSG00000179761.11 PIPOX chr17 28950513 29057220 + -ENSG00000063015.19 SEZ6 chr17 28954901 29006440 - -ENSG00000263613.1 RP11-321A17.5 chr17 29009799 29011009 - -ENSG00000238007.1 AC024619.2 chr17 29012865 29016512 + -ENSG00000263781.3 RP11-321A17.3 chr17 29021325 29021640 - -ENSG00000276995.1 RP11-321A17.6 chr17 29071124 29071594 - -ENSG00000196535.14 MYO18A chr17 29073517 29180412 - -ENSG00000221995.5 TIAF1 chr17 29073521 29078857 - -ENSG00000263709.1 RP11-321A17.4 chr17 29140483 29155489 + -ENSG00000264050.1 RP11-22N12.2 chr17 29197071 29197785 - -ENSG00000178082.6 TWF1P1 chr17 29203426 29204474 - -ENSG00000108255.7 CRYBA1 chr17 29246863 29254494 + -ENSG00000108256.8 NUFIP2 chr17 29255836 29294118 - -ENSG00000277347.1 AC005412.1 chr17 29301154 29301228 + -ENSG00000239256.1 RPL35AP35 chr17 29340482 29340822 - -ENSG00000266111.2 RP11-296K13.4 chr17 29352069 29404105 + -ENSG00000264808.1 RP11-802D6.1 chr17 29369717 29390777 - -ENSG00000222363.1 RNU4-34P chr17 29388560 29388683 + -ENSG00000160551.9 TAOK1 chr17 29390464 29551904 + -ENSG00000263719.1 MIR4523 chr17 29390662 29390730 + -ENSG00000253064.1 RNU6-711P chr17 29424762 29424867 - -ENSG00000202205.1 RNU6-1034P chr17 29445300 29445400 - -ENSG00000168792.4 ABHD15 chr17 29560547 29567137 - -ENSG00000264031.1 ABHD15-AS1 chr17 29560547 29707090 + -ENSG00000167543.15 TP53I13 chr17 29566052 29573157 + -ENSG00000264290.1 RP11-68I3.4 chr17 29569580 29570519 + -ENSG00000108262.15 GIT1 chr17 29573469 29594054 - -ENSG00000198720.12 ANKRD13B chr17 29589769 29614761 + -ENSG00000264647.1 RP11-68I3.7 chr17 29591703 29592241 - -ENSG00000167549.18 CORO6 chr17 29614756 29622907 - -ENSG00000264007.1 RP11-68I3.10 chr17 29621617 29622254 - -ENSG00000141298.17 SSH2 chr17 29625938 29930276 - -ENSG00000263370.1 RP11-68I3.5 chr17 29639627 29640825 + -ENSG00000222858.1 RNU6-920P chr17 29641611 29641702 - -ENSG00000265625.1 RP11-68I3.11 chr17 29644796 29645847 - -ENSG00000240531.1 RPL21P123 chr17 29716279 29716685 - -ENSG00000263657.1 RP11-82O19.1 chr17 29761103 29787836 + -ENSG00000265713.1 RP11-82O19.2 chr17 29775747 29776701 - -ENSG00000252657.1 SNORA70 chr17 29777619 29777744 + -ENSG00000240074.1 RPL9P30 chr17 29855759 29856332 + -ENSG00000263477.1 RP11-338L22.2 chr17 29863402 29866092 + -ENSG00000239129.1 snoU13 chr17 29883006 29883109 + -ENSG00000176927.14 EFCAB5 chr17 29929200 30108452 + -ENSG00000264435.1 RP11-338L22.3 chr17 29972514 29973027 + -ENSG00000264715.1 AC104996.1 chr17 30012033 30012118 + -ENSG00000207011.1 RNY4P13 chr17 30059052 30059147 - -ENSG00000267482.1 RNY4P13 chr17 30059054 30059147 - -ENSG00000265289.1 AC104984.4 chr17 30059339 30065677 - -ENSG00000266876.1 RP11-1148O4.1 chr17 30068632 30069631 + -ENSG00000265394.1 RP11-1148O4.2 chr17 30090366 30117497 - -ENSG00000126653.15 NSRP1 chr17 30115521 30186475 + -ENSG00000266919.1 MIR3184 chr17 30117079 30117172 - -ENSG00000199071.2 MIR423 chr17 30117079 30117172 + -ENSG00000265739.1 RP11-354P11.3 chr17 30122429 30126118 - -ENSG00000266987.1 RP11-354P11.8 chr17 30144062 30144790 - -ENSG00000108576.9 SLC6A4 chr17 30194319 30236002 - -ENSG00000264125.1 RP11-354P11.4 chr17 30204318 30206468 + -ENSG00000266120.1 RP11-354P11.2 chr17 30238741 30252237 + -ENSG00000252112.1 SNORD63 chr17 30246757 30246820 - -ENSG00000108578.14 BLMH chr17 30248195 30292056 - -ENSG00000222679.1 RNU6-1267P chr17 30288071 30288177 - -ENSG00000182271.12 TMIGD1 chr17 30316333 30334059 - -ENSG00000207132.1 Y_RNA chr17 30344503 30344604 - -ENSG00000201255.1 RNU6-990P chr17 30360463 30360566 + -ENSG00000108582.11 CPD chr17 30378905 30469989 + -ENSG00000108587.14 GOSR1 chr17 30477362 30527592 + -ENSG00000264958.2 ALOX12P1 chr17 30529688 30542416 + -ENSG00000263860.1 RP11-218M11.3 chr17 30550493 30551189 - -ENSG00000279431.1 RP11-218M11.7 chr17 30551193 30551802 + -ENSG00000264242.2 RP11-271K11.1 chr17 30553697 30558962 + -ENSG00000266733.5 TBC1D29 chr17 30557112 30563493 + -ENSG00000266775.1 RP11-218M11.6 chr17 30557732 30558502 - -ENSG00000259928.1 RP11-218M11.1 chr17 30564057 30565576 - -ENSG00000231870.4 KRT17P3 chr17 30567700 30571748 - -ENSG00000231421.7 AC006050.2 chr17 30573471 30577000 - -ENSG00000214719.11 AC005562.1 chr17 30576464 30672789 + -ENSG00000248121.8 SMURF2P1 chr17 30600796 30615980 + -ENSG00000273609.1 RP11-271K11.6 chr17 30617680 30617790 - -ENSG00000264943.1 SH3GL1P2 chr17 30624413 30625494 + -ENSG00000250462.8 LRRC37BP1 chr17 30629680 30637466 + -ENSG00000241631.3 RN7SL316P chr17 30702504 30702775 - -ENSG00000281673.1 AC005562.2 chr17 30702506 30702586 - -ENSG00000264538.6 SUZ12P1 chr17 30709299 30790908 + -ENSG00000279337.1 CTD-2349P21.7 chr17 30724982 30725181 - -ENSG00000265443.1 CTD-2349P21.6 chr17 30726305 30727564 - -ENSG00000263603.1 CTD-2349P21.5 chr17 30729469 30731202 + -ENSG00000280069.1 CTD-2349P21.3 chr17 30738182 30740275 + -ENSG00000176390.11 CRLF3 chr17 30769388 30824776 - -ENSG00000265791.1 CTD-2349P21.10 chr17 30781493 30782221 - -ENSG00000266490.1 CTD-2349P21.9 chr17 30792372 30792833 + -ENSG00000276250.1 CTD-2349P21.12 chr17 30803654 30804077 + -ENSG00000242439.1 CTD-2349P21.1 chr17 30830901 30831318 + -ENSG00000176208.8 ATAD5 chr17 30831970 30895869 + -ENSG00000265334.1 CTD-2349P21.11 chr17 30834325 30863028 - -ENSG00000212190.1 RNU6-298P chr17 30861843 30861938 + -ENSG00000263531.1 RP13-753N3.1 chr17 30863921 30864940 - -ENSG00000172171.10 TEFM chr17 30897336 30906820 - -ENSG00000275185.1 RP13-753N3.3 chr17 30899110 30899651 + -ENSG00000184060.10 ADAP2 chr17 30906344 30959322 + -ENSG00000230113.1 AC091177.1 chr17 30956280 30956961 - -ENSG00000266274.2 RN7SL138P chr17 30959564 30959850 + -ENSG00000265743.1 RP11-848P1.3 chr17 30964935 30965500 - -ENSG00000181481.13 RNF135 chr17 30968785 30999911 + -ENSG00000264456.1 RP11-848P1.2 chr17 30971652 30973312 + -ENSG00000264743.2 DPRXP4 chr17 30975387 30975954 + -ENSG00000266340.1 RP11-848P1.4 chr17 30978610 30980250 - -ENSG00000264148.1 RP11-848P1.7 chr17 31008154 31008319 - -ENSG00000266865.6 RP11-848P1.9 chr17 31008497 31093127 + -ENSG00000265798.6 RP11-271K11.5 chr17 31038575 31059121 - -ENSG00000264107.1 RP11-848P1.5 chr17 31090787 31095450 - -ENSG00000265444.1 MIR4733 chr17 31094350 31094425 - -ENSG00000196712.16 NF1 chr17 31094927 31382116 + -ENSG00000266371.1 RP11-142O6.1 chr17 31133182 31138518 + -ENSG00000126861.4 OMG chr17 31272013 31297539 - -ENSG00000185862.6 EVI2B chr17 31303766 31314112 - -ENSG00000265118.5 CTD-2370N5.3 chr17 31305213 31318831 - -ENSG00000126860.11 EVI2A chr17 31317560 31321884 - -ENSG00000263535.1 AK4P1 chr17 31345521 31346187 + -ENSG00000131242.15 RAB11FIP4 chr17 31391624 31538217 + -ENSG00000276244.1 AC135724.1 chr17 31427203 31427296 + -ENSG00000239595.3 RN7SL79P chr17 31465543 31465832 + -ENSG00000264862.2 RN7SL45P chr17 31518432 31518729 + -ENSG00000278977.1 RP1-41C23.2 chr17 31533171 31533938 - -ENSG00000266459.1 MIR4724 chr17 31534883 31534971 + -ENSG00000207614.1 MIR193A chr17 31559996 31560083 + -ENSG00000278546.1 RP1-41C23.4 chr17 31560132 31560573 + -ENSG00000221038.1 RNU6ATAC7P chr17 31563768 31563894 - -ENSG00000228768.1 AC003101.1 chr17 31571142 31575659 + -ENSG00000265976.1 MIR4725 chr17 31575269 31575358 + -ENSG00000199187.1 MIR365B chr17 31575411 31575521 + -ENSG00000266877.1 RP1-41C23.1 chr17 31583162 31637543 + -ENSG00000266448.1 RP11-805L22.1 chr17 31709568 31709859 + -ENSG00000202026.1 RNU6-1134P chr17 31713753 31713853 + -ENSG00000265863.1 RP11-805L22.2 chr17 31759795 31761385 + -ENSG00000263567.1 RP11-805L22.3 chr17 31762440 31769048 + -ENSG00000265046.1 CTC-542B22.1 chr17 31830731 31831750 + -ENSG00000172301.10 COPRS chr17 31851864 31859337 - -ENSG00000108651.9 UTP6 chr17 31860899 31901765 - -ENSG00000263990.1 CTC-542B22.2 chr17 31873926 31886666 + -ENSG00000178691.10 SUZ12 chr17 31937018 32001045 + -ENSG00000253058.1 RNA5SP437 chr17 31963805 31963933 - -ENSG00000264300.1 RP11-640N20.1 chr17 32003110 32006688 - -ENSG00000185158.12 LRRC37B chr17 32007872 32053504 + -ENSG00000264497.1 RP11-640N20.5 chr17 32024469 32024583 - -ENSG00000266777.1 SH3GL1P1 chr17 32039974 32042828 + -ENSG00000278867.1 RP11-640N20.4 chr17 32051030 32053208 + -ENSG00000264164.1 RP11-640N20.6 chr17 32083179 32097065 + -ENSG00000266379.6 RP11-640N20.8 chr17 32088160 32094933 - -ENSG00000263369.6 RP11-640N20.9 chr17 32106330 32114125 - -ENSG00000265574.1 WDR45BP1 chr17 32111562 32112590 - -ENSG00000277511.1 CTD-2095E4.5 chr17 32127595 32128454 + -ENSG00000263985.1 AC116407.1 chr17 32135729 32135814 - -ENSG00000214708.4 AC090616.2 chr17 32141226 32143135 - -ENSG00000126858.16 RHOT1 chr17 32142454 32253374 + -ENSG00000265293.2 ARGFXP2 chr17 32150433 32151504 - -ENSG00000280033.1 CTD-2095E4.3 chr17 32159311 32160371 + -ENSG00000280020.1 CTD-2095E4.4 chr17 32178946 32180074 - -ENSG00000266282.1 UBL5P2 chr17 32227890 32228108 - -ENSG00000141314.12 RHBDL3 chr17 32266176 32324661 + -ENSG00000263674.1 RP11-443G13.2 chr17 32280387 32280953 - -ENSG00000265794.5 RP11-227G15.3 chr17 32324431 32360700 + -ENSG00000108666.9 C17orf75 chr17 32324565 32350023 - -ENSG00000265139.1 RP11-227G15.2 chr17 32328441 32329395 + -ENSG00000263749.1 OOSP1P2 chr17 32343774 32344124 - -ENSG00000207928.1 MIR632 chr17 32350109 32350202 + -ENSG00000010244.16 ZNF207 chr17 32350117 32381886 + -ENSG00000274341.1 RP11-227G15.10 chr17 32408013 32408309 + -ENSG00000278668.1 RP11-227G15.11 chr17 32410159 32410746 + -ENSG00000266385.1 RP11-227G15.8 chr17 32411217 32412420 + -ENSG00000279762.3 RP11-227G15.12 chr17 32423971 32446038 - -ENSG00000264083.1 RP11-227G15.9 chr17 32430967 32432841 + -ENSG00000264373.1 RP11-227G15.6 chr17 32434939 32435028 - -ENSG00000108671.9 PSMD11 chr17 32444261 32483318 + -ENSG00000202100.1 Y_RNA chr17 32463374 32463482 - -ENSG00000176749.8 CDK5R1 chr17 32486619 32491256 + -ENSG00000176658.16 MYO1D chr17 32492522 32877177 - -ENSG00000266718.1 RP11-466A19.1 chr17 32495536 32499333 + -ENSG00000280245.1 RP11-466A19.4 chr17 32504567 32505644 - -ENSG00000265222.1 RP11-466A19.8 chr17 32509954 32523424 - -ENSG00000263717.1 RP11-466A19.6 chr17 32512869 32519350 - -ENSG00000279781.1 RP11-466A19.7 chr17 32518322 32518934 - -ENSG00000266599.1 RP11-466A19.3 chr17 32518953 32531492 + -ENSG00000265337.1 RP11-466A19.5 chr17 32529008 32530049 - -ENSG00000264458.1 RP11-220C2.1 chr17 32627739 32686484 + -ENSG00000201178.1 Y_RNA chr17 32830219 32830329 - -ENSG00000226377.1 AC084809.2 chr17 32876759 32878637 + -ENSG00000236377.1 AC084809.3 chr17 32905662 32906584 + -ENSG00000006042.11 TMEM98 chr17 32927910 32945106 + -ENSG00000141316.12 SPACA3 chr17 32970376 32997877 + -ENSG00000108684.14 ASIC2 chr17 33013087 34174964 - -ENSG00000264598.1 RP1-29G21.1 chr17 33052107 33052867 - -ENSG00000280349.1 RP11-40A13.2 chr17 33099969 33100319 - -ENSG00000266535.1 RP11-40A13.1 chr17 33111858 33131743 + -ENSG00000265544.1 AA06 chr17 33529787 33533760 - -ENSG00000265697.1 RP11-31I22.4 chr17 33534110 33541339 + -ENSG00000265125.5 RP11-31I22.3 chr17 33565764 33624122 + -ENSG00000265115.1 RP11-31I22.2 chr17 33627027 33635057 + -ENSG00000264643.1 RP11-118G23.2 chr17 33680577 33680883 + -ENSG00000265689.1 RP11-118G23.1 chr17 33688803 33689174 + -ENSG00000221699.1 AC024610.1 chr17 33874318 33874458 - -ENSG00000265356.1 RP11-17M24.1 chr17 33931132 33936206 - -ENSG00000263435.1 RP11-17M24.2 chr17 33976531 33980851 + -ENSG00000279674.1 RP11-1086I4.2 chr17 34000789 34006772 - -ENSG00000226049.3 TLK2P1 chr17 34036681 34039872 - -ENSG00000279668.1 CTC-304I17.1 chr17 34069317 34071251 - -ENSG00000263485.1 CTC-304I17.4 chr17 34080882 34082224 - -ENSG00000265775.1 CTC-304I17.3 chr17 34118347 34118882 - -ENSG00000252370.1 RNA5SP438 chr17 34120056 34120167 - -ENSG00000264791.1 CTC-304I17.2 chr17 34142947 34147047 + -ENSG00000263571.1 CTC-304I17.5 chr17 34161737 34164251 + -ENSG00000261156.6 RP11-215E13.1 chr17 34169372 34195937 - -ENSG00000263383.2 AC005549.1 chr17 34174220 34174332 + -ENSG00000264990.1 RP11-215E13.2 chr17 34176538 34178166 + -ENSG00000265501.1 AC005549.2 chr17 34183084 34183135 - -ENSG00000108691.9 CCL2 chr17 34255218 34257203 + -ENSG00000108688.11 CCL7 chr17 34270221 34272242 + -ENSG00000172156.3 CCL11 chr17 34285668 34288334 + -ENSG00000108700.4 CCL8 chr17 34319036 34321402 + -ENSG00000265614.1 RP11-521P1.1 chr17 34331862 34332228 - -ENSG00000181374.7 CCL13 chr17 34356452 34358610 + -ENSG00000108702.3 CCL1 chr17 34360328 34363231 - -ENSG00000225582.1 AC011193.1 chr17 34479312 34479957 + -ENSG00000197322.3 C17orf102 chr17 34574123 34579369 - -ENSG00000181291.6 TMEM132E chr17 34580749 34639318 + -ENSG00000278860.1 RP11-28A22.2 chr17 34614409 34614809 + -ENSG00000264174.1 RP11-212E8.1 chr17 34725509 34726170 - -ENSG00000264622.1 RP11-642M2.1 chr17 34837871 34859046 - -ENSG00000132141.13 CCT6B chr17 34927859 34981078 - -ENSG00000198783.5 ZNF830 chr17 34961530 34963775 + -ENSG00000005156.11 LIG3 chr17 34980494 35009743 + -ENSG00000092871.16 RFFL chr17 35005990 35089319 - -ENSG00000267618.5 RAD51L3-RFFL chr17 35011349 35121493 - -ENSG00000273687.1 RP5-837J1.6 chr17 35018660 35018991 + -ENSG00000267457.1 RP5-837J1.4 chr17 35073831 35074374 - -ENSG00000243423.1 RP5-837J1.1 chr17 35076737 35077007 + -ENSG00000185379.20 RAD51D chr17 35092208 35121522 - -ENSG00000252328.1 Vault chr17 35097560 35097657 - -ENSG00000073598.5 FNDC8 chr17 35121579 35130732 + -ENSG00000073536.17 NLE1 chr17 35128753 35142315 - -ENSG00000141161.11 UNC45B chr17 35147817 35189345 + -ENSG00000267782.1 RP11-799D4.3 chr17 35164243 35167012 - -ENSG00000266981.1 RP11-799D4.2 chr17 35188522 35191343 + -ENSG00000267744.1 RP11-799D4.1 chr17 35190961 35191702 + -ENSG00000164729.7 SLC35G3 chr17 35192520 35194523 - -ENSG00000266947.1 RP11-799D4.4 chr17 35231450 35242963 - -ENSG00000166750.9 SLFN5 chr17 35243036 35273655 + -ENSG00000267364.1 RP11-47L3.1 chr17 35313502 35324900 + -ENSG00000267271.1 RP11-686D22.2 chr17 35344231 35344564 + -ENSG00000172716.16 SLFN11 chr17 35350305 35373701 - -ENSG00000267315.1 RP11-686D22.6 chr17 35377416 35377678 - -ENSG00000267711.1 RP11-686D22.5 chr17 35400878 35403006 - -ENSG00000267547.1 RP11-686D22.4 chr17 35403837 35404373 - -ENSG00000267745.1 RP11-686D22.8 chr17 35406684 35409768 - -ENSG00000267648.1 RP11-686D22.3 chr17 35406948 35407818 - -ENSG00000267102.1 RP11-686D22.7 chr17 35409602 35410228 - -ENSG00000172123.12 SLFN12 chr17 35411060 35433283 - -ENSG00000154760.13 SLFN13 chr17 35435096 35448837 - -ENSG00000267312.1 RP11-1094M14.7 chr17 35459481 35460550 - -ENSG00000205045.8 SLFN12L chr17 35464249 35537861 - -ENSG00000267554.1 RP11-686D22.10 chr17 35470069 35470628 - -ENSG00000267349.1 RP11-686D22.9 chr17 35477994 35478444 + -ENSG00000267046.1 E2F3P1 chr17 35490009 35491238 + -ENSG00000267369.1 RP11-1094M14.8 chr17 35498218 35499175 + -ENSG00000267074.1 RP11-1094M14.5 chr17 35499690 35510270 - -ENSG00000255987.1 TOMM20P2 chr17 35514766 35515186 - -ENSG00000267035.1 RP11-1094M14.10 chr17 35540039 35540797 - -ENSG00000236320.3 SLFN14 chr17 35548125 35558098 - -ENSG00000267359.1 RP11-1094M14.12 chr17 35553205 35554767 + -ENSG00000267625.1 RP11-1094M14.14 chr17 35561539 35562077 - -ENSG00000242660.1 RP11-1094M14.1 chr17 35566517 35566672 + -ENSG00000267321.1 RP11-1094M14.11 chr17 35568120 35574792 + -ENSG00000207297.1 SNORD7 chr17 35573657 35573753 + -ENSG00000108733.9 PEX12 chr17 35574795 35578863 - -ENSG00000006125.16 AP2B1 chr17 35578046 35726409 + -ENSG00000267592.1 CTC-507E2.2 chr17 35596904 35597128 - -ENSG00000270647.5 TAF15 chr17 35713791 35864615 + -ENSG00000270885.1 RASL10B chr17 35731649 35743521 + -ENSG00000270765.5 GAS2L2 chr17 35744511 35752878 - -ENSG00000271447.5 MMP28 chr17 35756249 35795707 - -ENSG00000271392.1 RP1-161P9.5 chr17 35757199 35758325 - -ENSG00000270806.1 C17orf50 chr17 35760897 35765079 + -ENSG00000270829.1 AC015849.12 chr17 35808489 35808897 - -ENSG00000270871.1 AC015849.19 chr17 35816717 35830293 - -ENSG00000270894.1 AC015849.13 chr17 35818399 35823713 + -ENSG00000270379.5 HEATR9 chr17 35854946 35868891 - -ENSG00000271268.1 AC015849.14 chr17 35861093 35861566 - -ENSG00000270240.2 AC015849.2 chr17 35868967 35885863 + -ENSG00000271503.5 CCL5 chr17 35871491 35880793 - -ENSG00000271394.1 7SK chr17 35889558 35889804 + -ENSG00000270977.1 AC015849.16 chr17 35893707 35911023 - -ENSG00000271013.1 LRRC37A9P chr17 35912635 35918010 - -ENSG00000278023.4 RDM1 chr17 35918066 35930773 - -ENSG00000275722.4 LYZL6 chr17 35934518 35943699 - -ENSG00000273736.1 CTB-186H2.2 chr17 35963488 35965472 - -ENSG00000275152.4 CCL16 chr17 35976493 35981496 - -ENSG00000276409.4 CCL14 chr17 35983291 35987004 - -ENSG00000275431.1 CTB-186H2.3 chr17 35983656 35990270 + -ENSG00000275688.4 CCL15-CCL14 chr17 35983656 36001621 - -ENSG00000275718.1 CCL15 chr17 35996440 36002038 - -ENSG00000275944.1 RP11-104J23.1 chr17 36001419 36011618 + -ENSG00000278690.1 RP11-104J23.2 chr17 36012504 36012891 + -ENSG00000274736.4 CCL23 chr17 36013056 36017968 - -ENSG00000275385.1 CCL18 chr17 36064280 36072032 + -ENSG00000277089.4 AC069363.1 chr17 36072866 36090134 + -ENSG00000277632.1 CCL3 chr17 36088256 36090169 - -ENSG00000275302.1 CCL4 chr17 36103590 36105621 + -ENSG00000276014.1 RN7SL301P chr17 36110150 36110447 + -ENSG00000276241.1 CTB-91J4.1 chr17 36116177 36177510 + -ENSG00000282738.1 RP11-428O23.1 chr17 36161607 36162926 + -ENSG00000274808.4 TBC1D3B chr17 36165624 36264527 - -ENSG00000274767.1 AC131056.3 chr17 36183235 36196471 + -ENSG00000276085.1 CCL3L3 chr17 36194869 36196758 - -ENSG00000276070.4 CCL4L2 chr17 36210924 36212878 + -ENSG00000278097.1 AC131056.5 chr17 36225246 36226807 - -ENSG00000276755.1 RP11-893G17.4 chr17 36234447 36234554 - -ENSG00000278395.1 AC131056.6 chr17 36241701 36241806 + -ENSG00000274933.4 TBC1D3I chr17 36253456 36439559 - -ENSG00000261499.2 CH17-260O16.1 chr17 36274191 36320547 + -ENSG00000265889.1 Y_RNA chr17 36285312 36285413 + -ENSG00000260287.4 TBC1D3G chr17 36323884 36334759 + -ENSG00000274226.4 TBC1D3H chr17 36377348 36439566 - -ENSG00000275954.4 TBC1D3F chr17 36377846 36439566 - -ENSG00000277029.1 RNU6-1192P chr17 36404826 36404932 - -ENSG00000274658.1 TBC1D3J chr17 36450146 36457535 - -ENSG00000273611.4 ZNHIT3 chr17 36486629 36499310 + -ENSG00000274164.1 RNA5SP439 chr17 36491199 36491322 - -ENSG00000278259.4 MYO19 chr17 36495633 36543435 - -ENSG00000277161.1 PIGW chr17 36535020 36539310 + -ENSG00000278311.4 GGNBP2 chr17 36544888 36589848 + -ENSG00000274756.1 CTB-75G16.1 chr17 36574462 36575325 - -ENSG00000278535.4 DHRS11 chr17 36591798 36600806 + -ENSG00000278619.4 MRM1 chr17 36601572 36608971 + -ENSG00000275720.1 CTB-75G16.3 chr17 36634069 36634698 + -ENSG00000276508.1 CTD-3194G12.1 chr17 36684754 36685129 + -ENSG00000275613.1 CTD-3194G12.2 chr17 36722583 36726340 + -ENSG00000277268.1 RP11-445F12.1 chr17 36861674 36936661 - -ENSG00000273706.4 LHX1 chr17 36936785 36944612 + -ENSG00000276707.1 RP11-445F12.2 chr17 36940049 36943456 - -ENSG00000275700.4 AATF chr17 36948875 37056871 + -ENSG00000277911.1 RP11-333J10.2 chr17 36980167 36980422 + -ENSG00000277589.1 RP11-333J10.3 chr17 36998598 37000034 + -ENSG00000276326.1 MIR2909 chr17 37033745 37033813 + -ENSG00000277579.1 CTC-268N12.3 chr17 37034668 37043252 + -ENSG00000278638.1 CTC-268N12.2 chr17 37045462 37052775 - -ENSG00000278540.4 ACACA chr17 37084988 37406818 - -ENSG00000274308.1 RP11-19G24.1 chr17 37140611 37141424 - -ENSG00000275029.1 HMGB1P24 chr17 37143607 37144463 - -ENSG00000276810.1 RP11-19G24.2 chr17 37162616 37163139 + -ENSG00000278660.1 AC243654.1 chr17 37314341 37314439 + -ENSG00000278505.4 C17orf78 chr17 37375986 37392708 + -ENSG00000276054.1 RP11-378E13.3 chr17 37386886 37387926 + -ENSG00000276234.4 TADA2A chr17 37406874 37479730 + -ENSG00000273965.1 RP11-378E13.4 chr17 37407936 37408594 - -ENSG00000275839.1 CTC-421K24.1 chr17 37454171 37454931 + -ENSG00000276023.4 DUSP14 chr17 37489831 37513501 + -ENSG00000275066.4 SYNRG chr17 37514797 37609496 - -ENSG00000277688.1 RP11-697E22.1 chr17 37609739 37613841 + -ENSG00000278053.4 DDX52 chr17 37609739 37643464 - -ENSG00000274620.1 MIR378J chr17 37614931 37615039 - -ENSG00000277501.1 RP11-697E22.2 chr17 37642947 37684252 + -ENSG00000274244.1 RP11-697E22.3 chr17 37649133 37650894 + -ENSG00000275410.4 HNF1B chr17 37686432 37745247 - -ENSG00000275173.1 AC091199.1 chr17 37798894 37802788 - -ENSG00000276715.4 YWHAEP7 chr17 37828305 37884743 - -ENSG00000277341.1 RNU6-489P chr17 37907957 37908063 + -ENSG00000273513.1 TBC1D3K chr17 37924415 37935365 + -ENSG00000274419.4 TBC1D3D chr17 37924458 38139051 + -ENSG00000277488.1 5S_rRNA chr17 37940704 37940790 - -ENSG00000274512.4 TBC1D3L chr17 37977972 38068651 - -ENSG00000278299.4 TBC1D3C chr17 37978470 38068592 - -ENSG00000278599.4 TBC1D3E chr17 38005561 38138862 + -ENSG00000274615.1 CH17-258A22.4 chr17 38078262 38124770 + -ENSG00000275006.1 Y_RNA chr17 38089399 38089500 + -ENSG00000274663.1 5S_rRNA chr17 38144201 38144287 - -ENSG00000274611.3 TBC1D3 chr17 38181659 38192541 - -ENSG00000274487.1 CH17-431G21.1 chr17 38195740 38257152 - -ENSG00000274284.1 Y_RNA chr17 38231043 38231144 - -ENSG00000278845.4 MRPL45 chr17 38297023 38323218 + -ENSG00000277399.4 GPR179 chr17 38325530 38343847 - -ENSG00000274211.4 SOCS7 chr17 38352228 38405593 + -ENSG00000275832.4 ARHGAP23 chr17 38419280 38512392 + -ENSG00000276170.4 AC124789.1 chr17 38450394 38452444 - -ENSG00000277363.4 SRCIN1 chr17 38530016 38605930 - -ENSG00000274996.1 CTB-58E17.2 chr17 38601049 38602701 + -ENSG00000273604.1 C17orf96 chr17 38671703 38675421 - -ENSG00000275238.1 MIR4734 chr17 38702262 38702331 - -ENSG00000277969.1 CTB-58E17.1 chr17 38702452 38704747 + -ENSG00000275532.1 CTB-58E17.3 chr17 38703480 38706261 - -ENSG00000275023.4 MLLT6 chr17 38705542 38729803 + -ENSG00000275665.1 CTB-58E17.9 chr17 38715328 38720272 - -ENSG00000273627.1 MIR4726 chr17 38719691 38719748 + -ENSG00000279119.1 AC006449.2 chr17 38727833 38728198 - -ENSG00000277972.1 CISD3 chr17 38730235 38735044 + -ENSG00000276036.1 RNA5SP440 chr17 38731802 38731920 - -ENSG00000277258.4 PCGF2 chr17 38733897 38749817 - -ENSG00000277182.1 CTB-58E17.5 chr17 38749360 38751457 + -ENSG00000277791.4 PSMB3 chr17 38752736 38764231 + -ENSG00000274607.1 RNU6-866P chr17 38755279 38755400 - -ENSG00000276293.4 PIP4K2B chr17 38765689 38800126 - -ENSG00000273559.4 CWC25 chr17 38800434 38825481 - -ENSG00000274054.1 MIR4727 chr17 38825838 38825892 + -ENSG00000275489.1 C17orf98 chr17 38835088 38841455 - -ENSG00000125691.12 RPL23 chr17 38847865 38853843 - -ENSG00000252699.1 SNORA21 chr17 38851524 38851659 - -ENSG00000199293.1 SNORA21 chr17 38852863 38852994 - -ENSG00000244086.1 RPS20P35 chr17 38855314 38855670 + -ENSG00000002834.17 LASP1 chr17 38869859 38921770 + -ENSG00000263466.1 RP1-56K13.2 chr17 38903704 38904600 - -ENSG00000277057.1 MIR6779 chr17 38914979 38915042 + -ENSG00000265784.1 RP1-56K13.3 chr17 38918801 38921769 - -ENSG00000263874.1 LINC00672 chr17 38925168 38928057 + -ENSG00000204952.2 FBXO47 chr17 38936432 38967402 - -ENSG00000265428.1 RP1-56K13.6 chr17 38996323 38996624 - -ENSG00000266588.1 RP1-56K13.5 chr17 39003248 39013032 - -ENSG00000277426.1 CTD-2206N4.5 chr17 39023394 39026742 + -ENSG00000266013.1 CTD-2206N4.2 chr17 39026715 39027110 - -ENSG00000214553.9 LRRC37A11P chr17 39027277 39053205 + -ENSG00000266048.1 CTD-2206N4.1 chr17 39033926 39034042 - -ENSG00000277021.1 AC091178.2 chr17 39047468 39047576 + -ENSG00000263818.5 CTD-2206N4.4 chr17 39057019 39113190 + -ENSG00000161381.13 PLXDC1 chr17 39063303 39154394 - -ENSG00000222494.1 AC091178.1 chr17 39081065 39081187 + -ENSG00000141748.12 ARL5C chr17 39156894 39167484 - -ENSG00000280177.1 RP5-906A24.1 chr17 39165073 39167849 + -ENSG00000266101.1 RP5-906A24.2 chr17 39173290 39177503 + -ENSG00000067191.15 CACNB1 chr17 39173456 39197703 - -ENSG00000108298.9 RPL19 chr17 39200283 39204727 + -ENSG00000141750.6 STAC2 chr17 39210536 39225872 - -ENSG00000265460.6 RP11-690G19.4 chr17 39238466 39250818 + -ENSG00000108306.11 FBXL20 chr17 39252644 39402523 - -ENSG00000265904.1 AC005288.1 chr17 39297405 39297489 - -ENSG00000266469.1 CTB-131K11.1 chr17 39401793 39406233 + -ENSG00000125686.11 MED1 chr17 39404285 39451286 - -ENSG00000167258.13 CDK12 chr17 39461511 39564907 + -ENSG00000223091.1 RNU6-981P chr17 39482486 39482590 - -ENSG00000222777.1 RNU6-233P chr17 39546104 39546244 - -ENSG00000273576.1 RP11-390P24.1 chr17 39566915 39567559 + -ENSG00000171532.4 NEUROD2 chr17 39603536 39609777 - -ENSG00000214546.3 AC087491.2 chr17 39619613 39622513 + -ENSG00000131771.13 PPP1R1B chr17 39626740 39636626 + -ENSG00000131748.15 STARD3 chr17 39637065 39663484 + -ENSG00000173991.5 TCAP chr17 39664187 39666555 + -ENSG00000141744.3 PNMT chr17 39667981 39670475 + -ENSG00000161395.12 PGAP3 chr17 39671122 39696797 - -ENSG00000141736.13 ERBB2 chr17 39687914 39730426 + -ENSG00000265178.1 MIR4728 chr17 39726495 39726561 + -ENSG00000141741.11 MIEN1 chr17 39728496 39730787 - -ENSG00000141738.13 GRB7 chr17 39737927 39747291 + -ENSG00000161405.16 IKZF3 chr17 39757715 39864188 - -ENSG00000264663.1 KRT8P34 chr17 39835037 39836080 - -ENSG00000226117.1 AC079199.2 chr17 39839369 39839524 - -ENSG00000186075.12 ZPBP2 chr17 39868164 39877896 + -ENSG00000073605.18 GSDMB chr17 39904595 39919854 - -ENSG00000172057.9 ORMDL3 chr17 39921041 39927601 - -ENSG00000264968.1 RP11-387H17.4 chr17 39927742 39939601 + -ENSG00000204913.5 LRRC3C chr17 39941474 39944747 + -ENSG00000167914.10 GSDMA chr17 39962973 39977766 + -ENSG00000108344.14 PSMD3 chr17 39980797 39997960 + -ENSG00000265799.1 RP11-387H17.6 chr17 40012226 40014705 - -ENSG00000108342.12 CSF3 chr17 40015361 40017813 + -ENSG00000008838.17 MED24 chr17 40019097 40061215 - -ENSG00000275267.1 MIR6884 chr17 40026332 40026409 - -ENSG00000238793.1 SNORD124 chr17 40027542 40027645 - -ENSG00000126351.12 THRA chr17 40058290 40093867 + -ENSG00000126368.5 NR1D1 chr17 40092787 40100725 - -ENSG00000279199.1 RP11-749I16.3 chr17 40113215 40115442 - -ENSG00000188895.11 MSL1 chr17 40122298 40136916 + -ENSG00000108349.14 CASC3 chr17 40140318 40172183 + -ENSG00000221555.1 AC068669.1 chr17 40150136 40150222 + -ENSG00000108352.11 RAPGEFL1 chr17 40177010 40195656 + -ENSG00000274621.1 MIR6867 chr17 40193597 40193663 + -ENSG00000171475.13 WIPF2 chr17 40219304 40284136 + -ENSG00000094804.9 CDC6 chr17 40287633 40304657 + -ENSG00000131759.17 RARA chr17 40309192 40357643 + -ENSG00000265666.1 RARA-AS1 chr17 40340867 40343136 - -ENSG00000278918.1 CTD-2267D19.1 chr17 40348049 40350539 - -ENSG00000266208.1 CTD-2267D19.3 chr17 40360655 40364693 + -ENSG00000183153.6 GJD3 chr17 40362931 40363815 - -ENSG00000264655.1 CTD-2267D19.4 chr17 40367952 40368438 + -ENSG00000252618.1 RNA5SP441 chr17 40374089 40374176 + -ENSG00000278346.1 CTD-2267D19.7 chr17 40380666 40381838 - -ENSG00000131747.14 TOP2A chr17 40388516 40417950 - -ENSG00000222881.1 Y_RNA chr17 40391232 40391338 - -ENSG00000240125.1 RPL23AP75 chr17 40439467 40439917 - -ENSG00000141753.6 IGFBP4 chr17 40443461 40457731 + -ENSG00000279806.1 RP11-58O9.2 chr17 40473554 40475289 - -ENSG00000131746.12 TNS4 chr17 40475828 40501597 - -ENSG00000266088.5 RP5-1028K7.2 chr17 40517026 40527002 + -ENSG00000126353.3 CCR7 chr17 40553769 40565472 - -ENSG00000279775.1 RP5-1028K7.1 chr17 40597113 40598585 - -ENSG00000073584.18 SMARCE1 chr17 40624962 40648508 - -ENSG00000264058.1 RP5-1028K7.3 chr17 40628797 40665141 - -ENSG00000278834.1 RP11-458J1.1 chr17 40648300 40649718 + -ENSG00000213424.8 KRT222 chr17 40654665 40665181 - -ENSG00000271876.1 AC073508.1 chr17 40665624 40665723 + -ENSG00000224244.1 AC090283.3 chr17 40687038 40689360 - -ENSG00000167916.4 KRT24 chr17 40697991 40703750 - -ENSG00000229028.2 KRT223P chr17 40717235 40721932 - -ENSG00000204897.6 KRT25 chr17 40748021 40755332 - -ENSG00000186393.5 KRT26 chr17 40766238 40772162 - -ENSG00000171446.6 KRT27 chr17 40776808 40782534 - -ENSG00000173908.8 KRT28 chr17 40792203 40799959 - -ENSG00000264488.1 RP11-605F20.1 chr17 40803744 40809296 + -ENSG00000186395.6 KRT10 chr17 40818117 40822595 - -ENSG00000167920.8 TMEM99 chr17 40819106 40836274 + -ENSG00000265359.1 RP5-1110E20.1 chr17 40850800 40863282 + -ENSG00000187242.4 KRT12 chr17 40861303 40867210 - -ENSG00000171431.3 KRT20 chr17 40875941 40885227 - -ENSG00000234477.1 AC004231.2 chr17 40921430 40975926 + -ENSG00000108244.16 KRT23 chr17 40922696 40937634 - -ENSG00000196859.7 KRT39 chr17 40958417 40966892 - -ENSG00000204889.10 KRT40 chr17 40977716 40987135 - -ENSG00000212899.2 KRTAP3-3 chr17 40993430 40994133 - -ENSG00000212900.2 KRTAP3-2 chr17 40999193 40999894 - -ENSG00000226776.1 KRTAP3-4P chr17 41004481 41004760 - -ENSG00000212901.3 KRTAP3-1 chr17 41008521 41019324 - -ENSG00000221852.4 KRTAP1-5 chr17 41026026 41027202 - -ENSG00000204887.4 KRTAP1-4 chr17 41029697 41030104 - -ENSG00000221880.3 KRTAP1-3 chr17 41033884 41034855 - -ENSG00000188581.8 KRTAP1-1 chr17 41040559 41041461 - -ENSG00000212725.3 KRTAP2-1 chr17 41046541 41047316 - -ENSG00000214518.3 KRTAP2-2 chr17 41054498 41055230 - -ENSG00000212724.3 KRTAP2-3 chr17 41059240 41060114 - -ENSG00000213417.3 KRTAP2-4 chr17 41065116 41065879 - -ENSG00000237230.1 KRTAP2-5P chr17 41071946 41072341 + -ENSG00000240871.4 KRTAP4-7 chr17 41084150 41106067 + -ENSG00000204880.7 KRTAP4-8 chr17 41096981 41098141 - -ENSG00000241241.1 KRTAP4-16P chr17 41101502 41102209 - -ENSG00000212722.7 KRTAP4-9 chr17 41105332 41106488 + -ENSG00000212721.3 KRTAP4-11 chr17 41117181 41118360 - -ENSG00000213416.3 KRTAP4-12 chr17 41123091 41124167 - -ENSG00000198090.3 KRTAP4-6 chr17 41139433 41140487 - -ENSG00000198271.4 KRTAP4-5 chr17 41148924 41149802 - -ENSG00000171396.11 KRTAP4-4 chr17 41159651 41160731 - -ENSG00000196156.4 KRTAP4-3 chr17 41167231 41168194 - -ENSG00000244537.2 KRTAP4-2 chr17 41177446 41178208 - -ENSG00000198443.6 KRTAP4-1 chr17 41184102 41185342 - -ENSG00000251439.1 AC006070.12 chr17 41186944 41187136 - -ENSG00000239886.4 KRTAP9-2 chr17 41189853 41227652 + -ENSG00000240542.3 KRTAP9-1 chr17 41189887 41190639 + -ENSG00000248807.1 KRTAP9-12P chr17 41212706 41213237 + -ENSG00000198083.8 KRTAP9-9 chr17 41226653 41256364 + -ENSG00000204873.4 KRTAP9-3 chr17 41232463 41233454 + -ENSG00000187272.5 KRTAP9-8 chr17 41232475 41239004 + -ENSG00000241595.2 KRTAP9-4 chr17 41249687 41250653 + -ENSG00000212659.1 KRTAP9-6 chr17 41265339 41266641 + -ENSG00000229351.1 KRTAP9-11P chr17 41271311 41271835 + -ENSG00000180386.7 KRTAP9-7 chr17 41275659 41276697 + -ENSG00000237183.1 KRTAP9-10P chr17 41280604 41280810 + -ENSG00000212658.1 KRTAP29-1 chr17 41301826 41302851 - -ENSG00000212657.1 KRTAP16-1 chr17 41307700 41309253 - -ENSG00000186860.4 KRTAP17-1 chr17 41314917 41315695 - -ENSG00000233014.1 TBC1D3P7 chr17 41323427 41329545 + -ENSG00000108516.5 AC003958.6 chr17 41334632 41335733 + -ENSG00000006059.3 KRT33A chr17 41346092 41350812 - -ENSG00000131738.9 KRT33B chr17 41363494 41397592 - -ENSG00000131737.5 KRT34 chr17 41377650 41382403 - -ENSG00000094796.4 KRT31 chr17 41393724 41397592 - -ENSG00000234859.5 AC003958.2 chr17 41402416 41425049 + -ENSG00000225438.1 KRT41P chr17 41406512 41411775 - -ENSG00000108417.3 KRT37 chr17 41420753 41424523 - -ENSG00000171360.3 KRT38 chr17 41436446 41440921 - -ENSG00000236473.1 KRT43P chr17 41448183 41454055 - -ENSG00000108759.3 KRT32 chr17 41459811 41467429 - -ENSG00000223125.1 RNU2-32P chr17 41467956 41468146 + -ENSG00000197079.8 KRT35 chr17 41476689 41481140 - -ENSG00000126337.13 KRT36 chr17 41486136 41492546 - -ENSG00000171401.14 KRT13 chr17 41500981 41505705 - -ENSG00000229732.1 AC019349.5 chr17 41500983 41502409 + -ENSG00000171346.13 KRT15 chr17 41513743 41522529 - -ENSG00000276252.1 MIR6510 chr17 41517164 41517217 - -ENSG00000171345.13 KRT19 chr17 41523617 41528308 - -ENSG00000226629.1 LINC00974 chr17 41549606 41554495 - -ENSG00000171403.9 KRT9 chr17 41565841 41572058 - -ENSG00000186847.5 KRT14 chr17 41582279 41586921 - -ENSG00000186832.8 KRT16 chr17 41609778 41615899 - -ENSG00000128422.15 KRT17 chr17 41619437 41624842 - -ENSG00000214514.7 KRT42P chr17 41626327 41640199 - -ENSG00000278954.1 RP13-415G19.2 chr17 41665566 41668031 + -ENSG00000173812.10 EIF1 chr17 41688885 41692668 + -ENSG00000184502.3 GAST chr17 41712326 41715969 + -ENSG00000173805.15 HAP1 chr17 41717742 41734644 - -ENSG00000201920.1 RNA5SP442 chr17 41718154 41718260 + -ENSG00000239542.3 RN7SL399P chr17 41730127 41730405 - -ENSG00000173801.16 JUP chr17 41754604 41786931 - -ENSG00000141696.12 P3H4 chr17 41801947 41812604 - -ENSG00000141756.18 FKBP10 chr17 41812680 41823217 + -ENSG00000141698.16 NT5C3B chr17 41825181 41836263 - -ENSG00000161594.6 KLHL10 chr17 41835685 41848384 + -ENSG00000259623.1 RP11-156E6.1 chr17 41848518 41851447 - -ENSG00000178502.5 KLHL11 chr17 41853545 41865431 - -ENSG00000131473.16 ACLY chr17 41866908 41930542 - -ENSG00000274630.1 RP11-229E13.4 chr17 41867581 41867736 + -ENSG00000204815.8 TTC25 chr17 41930635 41965651 + -ENSG00000173786.16 CNP chr17 41966741 41977731 + -ENSG00000168259.14 DNAJC7 chr17 41976433 42021376 - -ENSG00000168256.17 NKIRAS2 chr17 42011382 42025644 + -ENSG00000187595.14 ZNF385C chr17 42025576 42065365 - -ENSG00000270010.1 CTD-2132N18.4 chr17 42038232 42038734 - -ENSG00000267221.1 CTD-2132N18.2 chr17 42040713 42043117 - -ENSG00000108771.12 DHX58 chr17 42101404 42112733 - -ENSG00000108773.10 KAT2A chr17 42113108 42121358 - -ENSG00000267261.5 CTD-2132N18.3 chr17 42119674 42154916 - -ENSG00000260325.1 HSPB9 chr17 42121431 42123352 + -ENSG00000108774.14 RAB5C chr17 42124976 42155044 - -ENSG00000267658.1 RP11-358B23.1 chr17 42154600 42155972 + -ENSG00000089558.8 KCNH4 chr17 42156891 42181278 - -ENSG00000161610.1 HCRT chr17 42184060 42185452 - -ENSG00000167925.15 GHDC chr17 42188799 42194532 - -ENSG00000173757.9 STAT5B chr17 42199168 42276707 - -ENSG00000280295.1 RP11-358B23.6 chr17 42233832 42235469 + -ENSG00000267758.1 RP11-358B23.5 chr17 42268587 42269807 + -ENSG00000236194.3 AC003104.1 chr17 42270517 42272683 - -ENSG00000278829.1 RP11-358B23.7 chr17 42272069 42275571 - -ENSG00000126561.16 STAT5A chr17 42287547 42311943 + -ENSG00000168610.14 STAT3 chr17 42313324 42388568 - -ENSG00000221020.1 AC107993.1 chr17 42399009 42399091 + -ENSG00000177469.12 PTRF chr17 42402452 42423517 - -ENSG00000238704.1 RNU7-97P chr17 42440198 42440259 - -ENSG00000033627.14 ATP6V0A1 chr17 42458844 42522611 + -ENSG00000264314.1 MIR548AT chr17 42494773 42494830 + -ENSG00000267222.1 RP11-194N12.2 chr17 42495867 42496550 + -ENSG00000267632.1 RP11-400F19.18 chr17 42509784 42511519 + -ENSG00000265611.1 MIR5010 chr17 42514188 42514307 + -ENSG00000267185.1 PTP4A2P1 chr17 42533532 42534009 + -ENSG00000108784.9 NAGLU chr17 42536172 42544449 + -ENSG00000266929.1 RP11-400F19.8 chr17 42536510 42562062 + -ENSG00000108785.7 HSD17B1P1 chr17 42546764 42548706 + -ENSG00000108786.10 HSD17B1 chr17 42549214 42555213 + -ENSG00000266962.2 RP11-400F19.6 chr17 42552436 42554748 - -ENSG00000068120.14 COASY chr17 42561467 42566277 + -ENSG00000108788.11 MLX chr17 42567068 42573239 + -ENSG00000131470.14 PSMC3IP chr17 42572315 42577831 - -ENSG00000141699.10 FAM134C chr17 42579513 42610623 - -ENSG00000280183.1 RP11-400F19.12 chr17 42598643 42599177 + -ENSG00000131462.7 TUBG1 chr17 42609676 42615234 + -ENSG00000267189.1 ATP5LP7 chr17 42647834 42648143 + -ENSG00000267132.1 HMGB3P27 chr17 42648178 42648738 + -ENSG00000037042.8 TUBG2 chr17 42659305 42667006 + -ENSG00000068137.14 PLEKHH3 chr17 42667914 42676994 - -ENSG00000184451.5 CCR10 chr17 42678889 42683917 - -ENSG00000267042.1 CTD-3193K9.4 chr17 42679963 42682020 + -ENSG00000108797.11 CNTNAP1 chr17 42682613 42699814 + -ENSG00000267765.1 CTD-3193K9.3 chr17 42683187 42699466 - -ENSG00000108799.12 EZH1 chr17 42700275 42745049 - -ENSG00000275273.1 MIR6780A chr17 42708084 42708151 - -ENSG00000239671.1 CTD-3193K9.1 chr17 42714299 42714643 + -ENSG00000273650.1 CTD-3193K9.11 chr17 42751289 42751717 - -ENSG00000214578.5 HMGN2P15 chr17 42753530 42753799 - -ENSG00000197291.8 RAMP2-AS1 chr17 42753914 42761257 - -ENSG00000131477.10 RAMP2 chr17 42758447 42763041 + -ENSG00000131475.6 VPS25 chr17 42773436 42779599 + -ENSG00000126562.16 WNK4 chr17 42780678 42796936 + -ENSG00000183978.7 COA3 chr17 42795147 42798704 - -ENSG00000176563.9 CNTD1 chr17 42798792 42811587 + -ENSG00000126581.12 BECN1 chr17 42810134 42833350 - -ENSG00000278447.1 MIR6781 chr17 42823880 42823943 - -ENSG00000131467.10 PSME3 chr17 42824385 42843758 + -ENSG00000131480.8 AOC2 chr17 42844600 42850707 + -ENSG00000131471.6 AOC3 chr17 42851184 42858130 + -ENSG00000260105.6 AOC4P chr17 42865922 42874369 + -ENSG00000213373.7 LINC00671 chr17 42874670 42898704 - -ENSG00000252039.1 RNU6-287P chr17 42891338 42891435 - -ENSG00000131482.9 G6PC chr17 42900797 42913369 + -ENSG00000212149.1 SNORA40 chr17 42940575 42940702 - -ENSG00000266967.6 AARSD1 chr17 42950526 42964498 - -ENSG00000108825.17 PTGES3L-AARSD1 chr17 42950526 42980528 - -ENSG00000267060.5 PTGES3L chr17 42968088 42980433 - -ENSG00000198863.7 RUNDC1 chr17 42980565 42993690 + -ENSG00000281079.1 AC055866.1 chr17 42993098 42993781 - -ENSG00000131469.12 RPL27 chr17 42998273 43002959 + -ENSG00000068079.7 IFI35 chr17 43006725 43014456 + -ENSG00000108828.15 VAT1 chr17 43014605 43025123 - -ENSG00000108830.9 RND2 chr17 43025241 43032036 + -ENSG00000012048.19 BRCA1 chr17 43044295 43125483 - -ENSG00000240828.1 RPL21P4 chr17 43079302 43079780 + -ENSG00000198496.10 NBR2 chr17 43125610 43153671 + -ENSG00000267681.1 CTD-3199J23.6 chr17 43144956 43145255 + -ENSG00000267002.1 RP11-242D8.1 chr17 43164183 43170403 - -ENSG00000267595.1 RP11-242D8.2 chr17 43168170 43168249 - -ENSG00000267340.1 RP11-242D8.3 chr17 43169880 43170077 - -ENSG00000188554.13 NBR1 chr17 43170481 43211689 + -ENSG00000184988.8 TMEM106A chr17 43211835 43220041 + -ENSG00000236383.7 LINC00854 chr17 43216941 43305976 - -ENSG00000274585.1 RNU2-1 chr17 43233787 43233977 - -ENSG00000275616.1 U2 chr17 43239921 43240111 - -ENSG00000273709.1 U2 chr17 43241180 43241370 - -ENSG00000274432.1 U2 chr17 43245674 43245864 - -ENSG00000278048.1 U2 chr17 43251829 43252019 - -ENSG00000276596.1 U2 chr17 43266633 43266823 - -ENSG00000277903.1 U2 chr17 43271369 43271559 - -ENSG00000278774.1 U2 chr17 43273101 43273292 - -ENSG00000274862.1 U2 chr17 43277978 43278168 - -ENSG00000274062.1 U2 chr17 43284139 43284329 - -ENSG00000274452.1 U2 chr17 43290291 43290481 - -ENSG00000275219.1 U2 chr17 43296425 43296615 - -ENSG00000278591.1 U2 chr17 43300041 43300231 - -ENSG00000279602.1 CTD-3014M21.1 chr17 43360041 43361361 - -ENSG00000188825.13 LINC00910 chr17 43369845 43389199 - -ENSG00000277084.1 RNU2-4P chr17 43387226 43387417 - -ENSG00000252882.1 RNU6-1137P chr17 43395993 43396091 - -ENSG00000175906.4 ARL4D chr17 43398959 43401137 + -ENSG00000251763.1 RNU6-470P chr17 43412427 43412530 + -ENSG00000267151.3 RP11-100E5.2 chr17 43444707 43451200 + -ENSG00000278547.1 MIR2117 chr17 43444806 43444885 + -ENSG00000252279.1 RNU6-406P chr17 43445507 43445613 + -ENSG00000252729.1 RNU6-971P chr17 43473585 43473690 + -ENSG00000237888.1 AC087650.1 chr17 43476198 43476665 + -ENSG00000067596.10 DHX8 chr17 43483865 43544463 + -ENSG00000175832.12 ETV4 chr17 43527844 43579620 - -ENSG00000267747.1 RP11-392O1.4 chr17 43544785 43610338 + -ENSG00000278109.1 Metazoa_SRP chr17 43607436 43607723 - -ENSG00000005102.12 MEOX1 chr17 43640388 43661954 - -ENSG00000267440.1 CTC-501O10.1 chr17 43680273 43705884 + -ENSG00000267253.1 RP11-209M4.1 chr17 43718314 43720436 - -ENSG00000167941.2 SOST chr17 43753731 43758788 - -ENSG00000108861.8 DUSP3 chr17 43766121 43778988 - -ENSG00000231256.7 C17orf105 chr17 43780435 43787612 + -ENSG00000267604.1 RP5-905N1.2 chr17 43782804 43784682 - -ENSG00000161647.18 MPP3 chr17 43800799 43833170 - -ENSG00000161649.12 CD300LG chr17 43847148 43863629 + -ENSG00000108852.14 MPP2 chr17 43875357 43909711 - -ENSG00000282199.1 RP11-527L4.5 chr17 43914433 43923001 - -ENSG00000267496.4 FAM215A chr17 43917194 43917985 + -ENSG00000267166.5 RP11-527L4.9 chr17 43922775 43927388 - -ENSG00000267420.1 RP11-527L4.6 chr17 43927563 43932622 + -ENSG00000261514.1 RP11-527L4.2 chr17 43938363 43938959 + -ENSG00000108849.7 PPY chr17 43940804 43942468 - -ENSG00000131096.10 PYY chr17 43952738 44004469 - -ENSG00000161653.10 NAGS chr17 44004546 44009063 + -ENSG00000091947.9 TMEM101 chr17 44011188 44023946 - -ENSG00000221044.2 U3 chr17 44025020 44025223 - -ENSG00000161654.9 LSM12 chr17 44034635 44067619 - -ENSG00000141349.8 G6PC3 chr17 44070735 44076344 + -ENSG00000108840.15 HDAC5 chr17 44076746 44123702 - -ENSG00000267638.1 RP11-546M21.6 chr17 44115912 44120595 + -ENSG00000274433.1 AC023855.1 chr17 44123539 44123649 - -ENSG00000212446.1 RNU6-131P chr17 44135883 44135989 - -ENSG00000125319.14 C17orf53 chr17 44141906 44162476 + -ENSG00000161664.6 ASB16 chr17 44170447 44179083 + -ENSG00000267080.5 ASB16-AS1 chr17 44175973 44186717 - -ENSG00000168591.15 TMUB2 chr17 44186970 44191731 + -ENSG00000087152.15 ATXN7L3 chr17 44191805 44200113 - -ENSG00000267394.1 CTB-175E5.7 chr17 44198882 44216565 + -ENSG00000108312.14 UBTF chr17 44205033 44221626 - -ENSG00000275107.1 MIR6782 chr17 44207771 44207839 - -ENSG00000260793.2 RP5-882C2.2 chr17 44221401 44223710 + -ENSG00000267691.1 SHC1P2 chr17 44228760 44230228 - -ENSG00000004939.13 SLC4A1 chr17 44248385 44268141 - -ENSG00000239702.3 RN7SL507P chr17 44290856 44291151 - -ENSG00000267750.5 RUNDC3A-AS1 chr17 44299574 44315315 - -ENSG00000221496.2 U3 chr17 44303965 44304203 + -ENSG00000252628.2 RNU6-453P chr17 44307088 44307172 + -ENSG00000108309.12 RUNDC3A chr17 44308413 44318671 + -ENSG00000013306.15 SLC25A39 chr17 44319625 44324870 - -ENSG00000267211.1 RP5-1067M6.3 chr17 44328613 44331462 + -ENSG00000030582.16 GRN chr17 44345086 44353102 + -ENSG00000161682.14 FAM171A2 chr17 44353215 44363875 - -ENSG00000267634.1 RPL7L1P5 chr17 44365014 44365751 - -ENSG00000005961.17 ITGA2B chr17 44372180 44389505 - -ENSG00000186566.11 GPATCH8 chr17 44395284 44503430 - -ENSG00000240589.3 RN7SL258P chr17 44409059 44409358 - -ENSG00000180340.6 FZD2 chr17 44557459 44559570 + -ENSG00000271222.1 RP11-1072C15.7 chr17 44596346 44597344 + -ENSG00000267384.3 SMCO4P1 chr17 44645411 44645587 + -ENSG00000266979.1 LINC01180 chr17 44646364 44650349 - -ENSG00000180336.17 C17orf104 chr17 44656404 44690308 + -ENSG00000180329.13 CCDC43 chr17 44673069 44689779 - -ENSG00000267160.1 RP11-1072C15.4 chr17 44673689 44676257 - -ENSG00000279879.1 RP11-1072C15.6 chr17 44689858 44693340 + -ENSG00000161692.17 DBF4B chr17 44708608 44752264 + -ENSG00000264251.2 RN7SL819P chr17 44718861 44719130 - -ENSG00000240305.1 RP11-1072C15.1 chr17 44719760 44720597 - -ENSG00000073670.13 ADAM11 chr17 44759031 44781846 + -ENSG00000267505.1 CTC-296K1.3 chr17 44793199 44794474 + -ENSG00000267405.1 CTC-296K1.4 chr17 44794747 44797783 - -ENSG00000182963.9 GJC1 chr17 44798448 44830816 - -ENSG00000131097.6 HIGD1B chr17 44846353 44850480 + -ENSG00000108883.12 EFTUD2 chr17 44849943 44899662 - -ENSG00000264540.2 RN7SL405P chr17 44883986 44884274 + -ENSG00000167131.16 CCDC103 chr17 44899142 44905390 + -ENSG00000214447.4 FAM187A chr17 44899712 44905390 + -ENSG00000224911.1 AC015936.3 chr17 44903161 44904546 - -ENSG00000131095.11 GFAP chr17 44905008 44916937 - -ENSG00000186185.13 KIF18B chr17 44924709 44947711 - -ENSG00000278223.1 MIR6783 chr17 44934618 44934681 - -ENSG00000267334.1 CTD-2534I21.8 chr17 44947912 44948939 + -ENSG00000131094.3 C1QL1 chr17 44959693 44968071 - -ENSG00000267788.1 CTD-2534I21.9 chr17 44982514 44982772 + -ENSG00000172992.11 DCAKD chr17 45023340 45061109 - -ENSG00000136448.11 NMT1 chr17 45051610 45109016 + -ENSG00000200888.1 Y_RNA chr17 45071442 45071543 + -ENSG00000161714.11 PLCD3 chr17 45108967 45133354 - -ENSG00000277249.1 MIR6784 chr17 45114367 45114433 - -ENSG00000181513.14 ACBD4 chr17 45132600 45144181 + -ENSG00000276728.1 AC142472.6 chr17 45146730 45148470 - -ENSG00000186834.3 HEXIM1 chr17 45148502 45152101 + -ENSG00000224505.2 AC002117.1 chr17 45150400 45161510 - -ENSG00000168517.10 HEXIM2 chr17 45160700 45170040 + -ENSG00000267288.2 RP13-890H12.2 chr17 45168800 45171584 - -ENSG00000267121.5 CTD-2020K17.1 chr17 45190931 45222222 - -ENSG00000184922.13 FMNL1 chr17 45221444 45247320 + -ENSG00000233175.2 CTD-2020K17.3 chr17 45238028 45241734 - -ENSG00000233483.2 CTD-2020K17.4 chr17 45245186 45248836 - -ENSG00000267278.5 MAP3K14-AS1 chr17 45247925 45268630 + -ENSG00000184361.12 SPATA32 chr17 45254393 45262112 - -ENSG00000006062.13 MAP3K14 chr17 45263121 45317040 - -ENSG00000199953.1 RNA5SP443 chr17 45327366 45327497 - -ENSG00000267446.1 CTB-39G8.2 chr17 45371402 45372057 - -ENSG00000159314.11 ARHGAP27 chr17 45393902 45434421 - -ENSG00000267344.1 CTB-39G8.3 chr17 45396932 45397477 + -ENSG00000264038.1 AC091132.2 chr17 45416813 45416906 - -ENSG00000225190.8 PLEKHM1 chr17 45435900 45490749 - -ENSG00000236234.1 AC091132.1 chr17 45452844 45464065 + -ENSG00000214425.6 LRRC37A4P chr17 45506741 45550335 - -ENSG00000278770.1 Metazoa_SRP chr17 45526466 45526746 - -ENSG00000266918.1 RP11-798G7.8 chr17 45531577 45533838 + -ENSG00000131484.4 RP11-798G7.5 chr17 45533963 45534710 + -ENSG00000267198.1 RP11-798G7.6 chr17 45545804 45563230 + -ENSG00000267246.1 RP11-798G7.7 chr17 45549781 45558738 - -ENSG00000266504.1 RP11-798G7.4 chr17 45553710 45559070 - -ENSG00000264070.1 DND1P1 chr17 45585871 45586929 + -ENSG00000280022.1 RP11-707O23.1 chr17 45592621 45593369 + -ENSG00000263503.1 RP11-707O23.5 chr17 45600869 45602340 - -ENSG00000204652.6 RPS26P8 chr17 45608571 45608918 + -ENSG00000204650.13 CRHR1-IT1 chr17 45620328 45655156 + -ENSG00000263715.6 RP11-105N13.4 chr17 45621908 45816543 + -ENSG00000282774.1 AC126544.4 chr17 45633049 45636444 + -ENSG00000273917.1 AC126544.1 chr17 45637110 45637206 + -ENSG00000265547.1 RP11-293E1.2 chr17 45731703 45732977 - -ENSG00000265964.1 RP11-293E1.1 chr17 45733353 45734669 - -ENSG00000120088.14 CRHR1 chr17 45784280 45835828 + -ENSG00000264589.1 MAPT-AS1 chr17 45843651 45895600 - -ENSG00000185294.6 SPPL2C chr17 45844835 45847072 + -ENSG00000186868.15 MAPT chr17 45894382 46028334 + -ENSG00000279685.2 MAPT-IT1 chr17 45895783 45898798 + -ENSG00000262881.1 RP11-669E14.4 chr17 45907670 45910779 - -ENSG00000274883.1 Metazoa_SRP chr17 45931806 45932083 + -ENSG00000256762.1 STH chr17 45999250 45999694 + -ENSG00000120071.12 KANSL1 chr17 46029916 46225374 - -ENSG00000262372.1 RP11-669E14.6 chr17 46035313 46035770 + -ENSG00000280985.1 AC217773.1 chr17 46172089 46172239 - -ENSG00000214401.4 KANSL1-AS1 chr17 46193576 46196723 + -ENSG00000238723.1 Y_RNA chr17 46215070 46215171 - -ENSG00000262500.1 RP11-259G18.2 chr17 46243606 46245044 + -ENSG00000262539.1 RP11-259G18.3 chr17 46259551 46260606 - -ENSG00000261575.2 RP11-259G18.1 chr17 46267037 46268694 + -ENSG00000228696.8 ARL17B chr17 46274784 46361797 - -ENSG00000176681.14 LRRC37A chr17 46292733 46337794 + -ENSG00000265411.1 RN7SL656P chr17 46319679 46319959 + -ENSG00000260075.1 NSFP1 chr17 46372855 46487141 + -ENSG00000266497.1 RP11-995C19.2 chr17 46503946 46509339 + -ENSG00000238083.7 LRRC37A2 chr17 46511511 46555650 + -ENSG00000185829.15 ARL17A chr17 46516702 46579722 - -ENSG00000265315.1 RN7SL199P chr17 46537534 46537814 + -ENSG00000280583.1 AC138645.1 chr17 46537734 46537813 + -ENSG00000232300.1 FAM215B chr17 46558830 46562795 - -ENSG00000073969.18 NSF chr17 46590669 46757464 + -ENSG00000213326.4 RPS7P11 chr17 46721582 46722167 - -ENSG00000108379.9 WNT3 chr17 46762506 46833154 - -ENSG00000158955.10 WNT9B chr17 46833201 46886730 + -ENSG00000262031.1 RP11-63A1.2 chr17 46909742 46911512 - -ENSG00000261886.1 RP11-63A1.1 chr17 46916770 46923034 - -ENSG00000210709.1 RNU6ATAC3P chr17 46921124 46921249 + -ENSG00000108433.15 GOSR2 chr17 46923117 46967019 + -ENSG00000262633.1 RP11-156P1.2 chr17 46923133 47047154 + -ENSG00000280158.1 RP11-63A1.4 chr17 46939155 46939860 - -ENSG00000264999.1 MIR5089 chr17 46973017 46973100 + -ENSG00000179673.4 RPRML chr17 46978156 46979248 - -ENSG00000263142.5 LRRC37A17P chr17 46978481 47054569 + -ENSG00000262879.5 RP11-156P1.3 chr17 46984045 47100323 - -ENSG00000277198.1 RN7SL270P chr17 47041825 47042105 + -ENSG00000281864.1 AC068152.1 chr17 47042025 47042104 + -ENSG00000004897.11 CDC27 chr17 47117703 47189422 - -ENSG00000221016.1 AC002558.1 chr17 47118502 47118591 + -ENSG00000239291.1 RP5-867C24.1 chr17 47159191 47159993 - -ENSG00000262265.1 RP5-867C24.4 chr17 47161075 47162064 - -ENSG00000261872.1 RP5-867C24.5 chr17 47169826 47171049 + -ENSG00000198336.9 MYL4 chr17 47200446 47223679 + -ENSG00000259207.7 ITGB3 chr17 47253846 47311816 + -ENSG00000259753.1 RP11-290H9.2 chr17 47253897 47344292 + -ENSG00000238419.1 RNU7-186P chr17 47259358 47259420 - -ENSG00000276790.1 RP11-290H9.5 chr17 47279526 47280047 - -ENSG00000263293.2 THCAT158 chr17 47303460 47323613 - -ENSG00000178852.15 EFCAB13 chr17 47323290 47441312 + -ENSG00000253347.1 CTD-2026D20.2 chr17 47409322 47423526 - -ENSG00000228782.7 CTD-2026D20.3 chr17 47450568 47492492 - -ENSG00000141279.15 NPEPPS chr17 47522942 47623276 + -ENSG00000206734.1 Y_RNA chr17 47557413 47557514 + -ENSG00000263766.5 RP11-580I16.2 chr17 47603860 47649420 - -ENSG00000108424.9 KPNB1 chr17 47649476 47685505 + -ENSG00000264558.1 RP11-138C9.1 chr17 47682417 47682683 - -ENSG00000198933.9 TBKBP1 chr17 47694081 47712050 + -ENSG00000073861.2 TBX21 chr17 47733244 47746119 + -ENSG00000006025.11 OSBPL7 chr17 47807372 47821834 - -ENSG00000159111.12 MRPL10 chr17 47823272 47831534 - -ENSG00000141294.9 LRRC46 chr17 47831627 47837713 + -ENSG00000141295.13 SCRN2 chr17 47837692 47841333 - -ENSG00000189120.4 SP6 chr17 47844908 47855874 - -ENSG00000264243.1 RP11-6N17.1 chr17 47863342 47865190 + -ENSG00000266821.1 RP11-6N17.2 chr17 47879472 47882398 - -ENSG00000264920.1 RP11-6N17.4 chr17 47891255 47895812 - -ENSG00000167182.12 SP2 chr17 47896150 47928957 + -ENSG00000234494.7 SP2-AS1 chr17 47897330 47941410 - -ENSG00000266601.1 RP11-6N17.3 chr17 47929682 47933106 - -ENSG00000108439.9 PNPO chr17 47941506 47948288 + -ENSG00000263798.1 RP11-6N17.9 chr17 47945424 47974438 + -ENSG00000264019.1 RP11-6N17.6 chr17 47946802 47948275 - -ENSG00000167183.2 PRR15L chr17 47951967 47957878 - -ENSG00000108465.14 CDK5RAP3 chr17 47967810 47981774 + -ENSG00000264701.1 RP11-6N17.10 chr17 47980398 47996196 - -ENSG00000005243.9 COPZ2 chr17 48026167 48038030 - -ENSG00000207947.2 MIR152 chr17 48037154 48037262 - -ENSG00000263412.1 RP5-890E16.2 chr17 48045141 48048073 - -ENSG00000082641.15 NFE2L1 chr17 48048329 48061487 + -ENSG00000273862.1 AC004477.1 chr17 48048365 48048430 + -ENSG00000266341.1 RP5-890E16.4 chr17 48060383 48060669 - -ENSG00000278765.1 RP5-890E16.5 chr17 48066704 48067293 - -ENSG00000108468.14 CBX1 chr17 48070052 48101521 - -ENSG00000206954.1 RNU6-1201P chr17 48088678 48088784 - -ENSG00000002919.14 SNX11 chr17 48103357 48123074 + -ENSG00000141293.15 SKAP1 chr17 48133440 48430275 - -ENSG00000221739.1 MIR1203 chr17 48156427 48156511 - -ENSG00000263787.1 RP11-456D7.1 chr17 48185938 48204529 + -ENSG00000207306.1 RNU6-1152P chr17 48196680 48196786 - -ENSG00000235300.4 THRA1/BTR chr17 48294335 48308762 + -ENSG00000266222.1 RP11-433M22.1 chr17 48377262 48380370 - -ENSG00000280959.1 ACEA_U3 chr17 48382370 48382586 - -ENSG00000200538.2 U3 chr17 48382371 48382586 - -ENSG00000264451.1 RP11-433M22.2 chr17 48460370 48466040 + -ENSG00000206805.1 Y_RNA chr17 48479097 48479198 + -ENSG00000120094.6 HOXB1 chr17 48528526 48530997 - -ENSG00000173917.10 HOXB2 chr17 48540894 48544989 - -ENSG00000230148.8 HOXB-AS1 chr17 48543551 48551250 + -ENSG00000120093.11 HOXB3 chr17 48548870 48604912 - -ENSG00000233101.10 HOXB-AS3 chr17 48549630 48606414 + -ENSG00000239552.2 HOXB-AS2 chr17 48557262 48560333 + -ENSG00000182742.5 HOXB4 chr17 48575513 48580111 - -ENSG00000257178.3 RP11-357H14.16 chr17 48579630 48582259 - -ENSG00000274592.1 MIR10A chr17 48579838 48579947 - -ENSG00000120075.5 HOXB5 chr17 48591257 48593961 - -ENSG00000108511.9 HOXB6 chr17 48595751 48604992 - -ENSG00000260027.4 HOXB7 chr17 48607227 48633572 - -ENSG00000120068.6 HOXB8 chr17 48611377 48614939 - -ENSG00000170689.9 HOXB9 chr17 48621159 48626356 - -ENSG00000242207.1 HOXB-AS4 chr17 48628675 48634932 + -ENSG00000210741.1 MIR196A1 chr17 48632490 48632559 - -ENSG00000272763.1 RP11-357H14.17 chr17 48635923 48647023 - -ENSG00000244649.4 CTD-2377D24.6 chr17 48646923 48707346 + -ENSG00000244559.1 CTD-2377D24.2 chr17 48690481 48690624 - -ENSG00000242067.1 RPL9P28 chr17 48691116 48691694 - -ENSG00000241788.2 COX6B1P2 chr17 48713730 48713959 + -ENSG00000159182.4 PRAC1 chr17 48721719 48722522 - -ENSG00000229637.3 PRAC2 chr17 48723168 48724758 + -ENSG00000273750.1 HOXB13-AS1_1 chr17 48723188 48723314 + -ENSG00000277542.1 HOXB13-AS1_2 chr17 48723692 48723772 + -ENSG00000263602.1 MIR3185 chr17 48724408 48724475 - -ENSG00000159184.7 HOXB13 chr17 48724763 48729178 - -ENSG00000242407.1 CTD-2377D24.4 chr17 48733091 48733888 + -ENSG00000170703.15 TTLL6 chr17 48762235 48817214 - -ENSG00000244514.3 RN7SL125P chr17 48765554 48765847 - -ENSG00000136436.14 CALCOCO2 chr17 48830988 48866522 + -ENSG00000248278.1 SUMO2P17 chr17 48874860 48908983 - -ENSG00000212565.1 SNORA68 chr17 48880840 48880967 + -ENSG00000248895.1 RP11-463M16.5 chr17 48881122 48881316 + -ENSG00000159199.13 ATP5G1 chr17 48892765 48895871 + -ENSG00000270781.1 RP11-501C14.9 chr17 48899131 48899748 + -ENSG00000159202.17 UBE2Z chr17 48908369 48929056 + -ENSG00000159210.9 SNF8 chr17 48929316 48945117 - -ENSG00000230532.1 AC091133.1 chr17 48931791 48937100 + -ENSG00000200903.1 RNU1-42P chr17 48949361 48949520 - -ENSG00000238804.1 snoU13 chr17 48956650 48956753 - -ENSG00000159224.4 GIP chr17 48958554 48968596 - -ENSG00000250838.1 RP11-501C14.5 chr17 48995266 48997492 - -ENSG00000159217.9 IGF2BP1 chr17 48997412 49055650 + -ENSG00000251461.3 RP11-501C14.6 chr17 49004731 49013725 - -ENSG00000255851.2 Metazoa_SRP chr17 49017793 49018061 - -ENSG00000252636.1 RNU6-826P chr17 49036352 49036455 + -ENSG00000251550.1 RP11-501C14.7 chr17 49037122 49037429 + -ENSG00000264552.1 AC105030.1 chr17 49049540 49049624 + -ENSG00000248883.2 B4GALNT2P1 chr17 49085511 49086702 + -ENSG00000167080.8 B4GALNT2 chr17 49132460 49176840 + -ENSG00000240995.2 RP11-708H21.1 chr17 49148339 49149111 - -ENSG00000167083.6 GNGT2 chr17 49202791 49210574 - -ENSG00000108798.8 ABI3 chr17 49210227 49223225 + -ENSG00000173868.11 PHOSPHO1 chr17 49223362 49230766 - -ENSG00000177369.8 FLJ40194 chr17 49248239 49258662 + -ENSG00000273500.1 MIR6129 chr17 49288346 49288454 - -ENSG00000198740.8 ZNF652 chr17 49289206 49362473 - -ENSG00000281414.1 U7 chr17 49325840 49325901 - -ENSG00000248714.6 RP11-1079K10.3 chr17 49361165 49369998 + -ENSG00000262039.1 RP11-81K2.1 chr17 49370740 49476988 + -ENSG00000250948.1 RP11-1079K10.2 chr17 49375380 49380094 + -ENSG00000186244.7 RP11-1079K10.1 chr17 49400429 49400800 - -ENSG00000167085.11 PHB chr17 49404049 49414905 - -ENSG00000250186.3 RP11-1079K10.4 chr17 49404081 49405197 + -ENSG00000281126.1 AC091180.1 chr17 49408209 49408427 + -ENSG00000207127.1 Y_RNA chr17 49416744 49416850 - -ENSG00000229944.3 EIF4EP2 chr17 49424269 49424922 - -ENSG00000249497.1 RP11-1079K10.5 chr17 49457861 49461749 - -ENSG00000279036.1 RP11-81K2.2 chr17 49494223 49497800 - -ENSG00000064300.8 NGFR chr17 49495293 49515017 + -ENSG00000249906.1 RP5-1029K10.2 chr17 49505657 49574064 - -ENSG00000277478.1 MIR6165 chr17 49510817 49510900 + -ENSG00000250310.1 RP5-1029K10.4 chr17 49544847 49577962 - -ENSG00000252789.1 AC006487.1 chr17 49561002 49561085 - -ENSG00000182575.7 NXPH3 chr17 49575858 49583827 + -ENSG00000121067.17 SPOP chr17 49598884 49678234 - -ENSG00000121073.13 SLC35B1 chr17 49700943 49709014 - -ENSG00000250751.1 RP11-613C6.2 chr17 49708334 49720060 + -ENSG00000121104.7 FAM117A chr17 49710332 49789180 - -ENSG00000136504.11 KAT7 chr17 49788555 49835030 + -ENSG00000235183.3 RP11-613C6.4 chr17 49795343 49795669 + -ENSG00000262837.1 RP11-304F15.7 chr17 49834239 49836454 + -ENSG00000176358.15 TAC4 chr17 49838309 49848017 - -ENSG00000204584.1 RP11-304F15.3 chr17 49845910 49848837 + -ENSG00000248954.1 RP11-304F15.4 chr17 49887598 49900893 + -ENSG00000254039.1 RP11-304F15.6 chr17 49914403 49932918 + -ENSG00000249176.1 RP11-304F15.5 chr17 49939122 49939819 + -ENSG00000199492.1 RNU6-1313P chr17 49966075 49966176 - -ENSG00000108813.10 DLX4 chr17 49968970 49974959 + -ENSG00000064195.7 DLX3 chr17 49990005 49995224 - -ENSG00000248172.1 RP11-1094H24.3 chr17 49996889 50016844 + -ENSG00000281242.1 Clostridiales-1 chr17 50023661 50023794 + -ENSG00000280736.1 Clostridiales-1 chr17 50024129 50024285 - -ENSG00000281631.1 Clostridiales-1 chr17 50024408 50024572 - -ENSG00000246640.1 RP11-1094H24.4 chr17 50050349 50055739 - -ENSG00000005884.17 ITGA3 chr17 50055968 50090481 + -ENSG00000276851.1 RP5-875H18.9 chr17 50094065 50094647 + -ENSG00000005882.11 PDK2 chr17 50094737 50112152 + -ENSG00000275025.1 RP5-875H18.10 chr17 50098460 50098899 - -ENSG00000250282.1 RP5-875H18.4 chr17 50100704 50101920 - -ENSG00000167100.14 SAMD14 chr17 50110040 50129882 - -ENSG00000108819.10 PPP1R9B chr17 50133735 50150630 - -ENSG00000236472.1 AC002401.1 chr17 50135586 50146176 + -ENSG00000253730.1 RP11-893F2.13 chr17 50158333 50161276 - -ENSG00000261959.1 RP11-893F2.14 chr17 50163523 50165316 - -ENSG00000108823.15 SGCA chr17 50164214 50175931 + -ENSG00000188662.6 HILS1 chr17 50171428 50181178 - -ENSG00000108821.13 COL1A1 chr17 50183289 50201632 - -ENSG00000249406.1 RP11-893F2.5 chr17 50208972 50214459 + -ENSG00000263176.1 RP11-893F2.15 chr17 50212933 50215357 - -ENSG00000251085.1 RP11-893F2.6 chr17 50214694 50215420 + -ENSG00000249838.1 SUMO2P7 chr17 50235845 50236129 + -ENSG00000167105.7 TMEM92 chr17 50271406 50281485 + -ENSG00000251179.1 TMEM92-AS1 chr17 50281577 50287855 - -ENSG00000274668.1 AC015909.1 chr17 50325345 50325442 + -ENSG00000015532.9 XYLT2 chr17 50346092 50363138 + -ENSG00000279792.1 RP11-893F2.18 chr17 50362967 50365232 - -ENSG00000108826.15 MRPL27 chr17 50367857 50373214 - -ENSG00000154920.14 EME1 chr17 50373220 50381483 + -ENSG00000108829.9 LRRC59 chr17 50375059 50397553 - -ENSG00000206824.1 Y_RNA chr17 50386145 50386246 - -ENSG00000253102.1 RP1-117B12.4 chr17 50396438 50397888 + -ENSG00000167107.12 ACSF2 chr17 50426158 50474845 + -ENSG00000262759.1 MRPS21P9 chr17 50450179 50450725 - -ENSG00000136457.9 CHAD chr17 50464496 50468966 - -ENSG00000275897.1 RP11-94C24.13 chr17 50475819 50478391 + -ENSG00000136444.9 RSAD1 chr17 50478800 50485975 + -ENSG00000249451.1 RP11-94C24.6 chr17 50503412 50508328 - -ENSG00000136449.13 MYCBPAP chr17 50508384 50531501 + -ENSG00000049283.17 EPN3 chr17 50532543 50543750 + -ENSG00000250286.1 RP11-94C24.8 chr17 50537294 50538754 - -ENSG00000006282.19 SPATA20 chr17 50543058 50555852 + -ENSG00000250107.1 CACNA1G-AS1 chr17 50556207 50562108 - -ENSG00000006283.17 CACNA1G chr17 50561068 50627474 + -ENSG00000250976.1 RP11-94C24.11 chr17 50563203 50563783 - -ENSG00000251239.1 CTB-22K21.2 chr17 50627032 50631940 - -ENSG00000108846.15 ABCC3 chr17 50634777 50692252 + -ENSG00000154945.6 ANKRD40 chr17 50693190 50707924 - -ENSG00000262967.1 RP11-294J22.6 chr17 50693448 50695449 + -ENSG00000201340.1 Y_RNA chr17 50696644 50696760 + -ENSG00000108848.15 LUC7L3 chr17 50719544 50756213 + -ENSG00000278963.1 RP11-294J22.7 chr17 50722074 50724224 + -ENSG00000167117.8 LINC00483 chr17 50761029 50767557 - -ENSG00000278672.1 MIR8059 chr17 50768650 50768730 + -ENSG00000248702.1 RP11-294J22.5 chr17 50797366 50797651 - -ENSG00000173714.7 WFIKKN2 chr17 50834650 50842348 + -ENSG00000261976.2 RP11-506D12.5 chr17 50840057 50841626 - -ENSG00000243521.2 RPL5P33 chr17 50847950 50849270 + -ENSG00000141232.4 TOB1 chr17 50862223 50867978 - -ENSG00000229980.4 TOB1-AS1 chr17 50866679 50909737 + -ENSG00000262006.1 RP11-700H6.4 chr17 50909637 50910232 - -ENSG00000247011.2 RP11-700H6.1 chr17 50934989 50944713 - -ENSG00000251665.1 RP11-700H6.2 chr17 50944104 50948750 + -ENSG00000008294.20 SPAG9 chr17 50962174 51120865 - -ENSG00000249870.1 RP11-481C4.1 chr17 51042524 51085471 + -ENSG00000239672.7 NME1 chr17 51153536 51162428 + -ENSG00000011052.21 NME2 chr17 51153590 51171744 + -ENSG00000243678.11 NME1-NME2 chr17 51165435 51171747 + -ENSG00000011258.15 MBTD1 chr17 51177425 51260163 - -ENSG00000279089.1 RP11-481C4.2 chr17 51183191 51186403 - -ENSG00000264895.1 RP11-421E14.2 chr17 51249579 51251748 - -ENSG00000011260.13 UTP18 chr17 51260528 51297936 + -ENSG00000249383.1 RP11-1018N14.1 chr17 51312609 51335165 - -ENSG00000249982.1 RP11-1018N14.3 chr17 51332679 51334090 + -ENSG00000249658.1 RP11-1018N14.4 chr17 51335261 51336240 + -ENSG00000225860.2 RP11-1018N14.2 chr17 51336715 51342571 + -ENSG00000267452.1 RP11-1018N14.5 chr17 51435427 51445802 + -ENSG00000187504.6 RPL7P48 chr17 51502488 51503233 - -ENSG00000154975.13 CA10 chr17 51630313 52160017 - -ENSG00000279743.1 CTB-43I4.1 chr17 51761260 51763397 - -ENSG00000280846.1 AC004108.1 chr17 51831646 51831733 + -ENSG00000263317.1 RP11-429O1.1 chr17 52390515 52535701 + -ENSG00000226364.1 AC102948.2 chr17 52862121 52899588 + -ENSG00000227011.3 C17orf112 chr17 52985520 52987652 + -ENSG00000262902.1 RP11-750B16.1 chr17 53105734 53106358 + -ENSG00000276078.1 AC091154.1 chr17 53106069 53106157 - -ENSG00000263252.1 RP11-146P2.1 chr17 53353427 53354134 - -ENSG00000262271.1 CTD-2535P7.1 chr17 53434131 53435829 + -ENSG00000262518.1 CTD-2535P7.2 chr17 53438556 53439721 + -ENSG00000221534.2 AC090079.1 chr17 53537514 53537604 + -ENSG00000262384.1 RP11-312B18.1 chr17 53681630 53682111 - -ENSG00000233380.1 RPS2P48 chr17 53756989 53757870 - -ENSG00000141200.7 KIF2B chr17 53822901 53825213 + -ENSG00000263189.1 RP11-618P13.1 chr17 53952936 53955324 + -ENSG00000261965.1 ISCA1P3 chr17 54477796 54478168 + -ENSG00000263199.1 RP11-372K20.1 chr17 54702936 54703430 + -ENSG00000263125.1 ARL2BPP8 chr17 54754165 54754649 - -ENSG00000251809.1 RN7SKP14 chr17 54770949 54771277 + -ENSG00000141198.13 TOM1L1 chr17 54899387 54961956 + -ENSG00000166260.10 COX11 chr17 54951902 54968785 - -ENSG00000279059.1 RP11-257O5.2 chr17 54956760 54958426 - -ENSG00000275710.1 RP11-257O5.4 chr17 54964474 54964679 + -ENSG00000166263.13 STXBP4 chr17 54968727 55173632 + -ENSG00000108924.13 HLF chr17 55265012 55325065 + -ENSG00000263096.1 RP11-515O17.2 chr17 55271504 55273653 - -ENSG00000262079.1 RP11-515O17.3 chr17 55325757 55327791 - -ENSG00000108960.7 MMD chr17 55392613 55421992 - -ENSG00000262395.1 RP11-515E23.2 chr17 55454046 55458450 - -ENSG00000261873.1 RP11-515E23.1 chr17 55468066 55510938 - -ENSG00000236319.2 CTD-2033D24.2 chr17 55526964 55561577 - -ENSG00000262135.1 GARSP1 chr17 55550931 55551649 - -ENSG00000200107.1 RNU6-1249P chr17 55551810 55551920 + -ENSG00000166292.11 TMEM100 chr17 55719627 55732121 - -ENSG00000141179.13 PCTP chr17 55750979 55842830 + -ENSG00000262052.1 RP11-763E3.1 chr17 55842677 55872939 - -ENSG00000264277.1 AC011073.1 chr17 56054787 56054886 + -ENSG00000153930.10 ANKFN1 chr17 56110958 56511659 + -ENSG00000274924.1 AC006925.1 chr17 56236720 56236810 + -ENSG00000261882.1 RP11-502F1.2 chr17 56368063 56368215 + -ENSG00000279606.1 RP11-502F1.1 chr17 56471142 56473647 + -ENSG00000243058.1 RPL39P33 chr17 56573040 56573195 + -ENSG00000183691.4 NOG chr17 56593699 56595590 + -ENSG00000214226.8 C17orf67 chr17 56791913 56838773 - -ENSG00000153933.9 DGKE chr17 56834099 56869567 + -ENSG00000212469.1 RNU6-1158P chr17 56871170 56871276 + -ENSG00000262408.1 RP11-670E13.3 chr17 56884639 56884819 - -ENSG00000121060.14 TRIM25 chr17 56887909 56914038 - -ENSG00000262112.1 RP11-670E13.5 chr17 56888880 56891841 + -ENSG00000265238.1 MIR3614 chr17 56891270 56891355 - -ENSG00000274213.1 RP11-670E13.6 chr17 56914186 56914533 + -ENSG00000121058.4 COIL chr17 56938187 56961054 - -ENSG00000262298.1 RP5-1107A17.3 chr17 56939932 56941275 + -ENSG00000262623.1 RP5-1107A17.2 chr17 56951664 56952404 + -ENSG00000121064.12 SCPEP1 chr17 56978105 57006768 + -ENSG00000263120.1 RP5-1107A17.4 chr17 56982749 56985104 + -ENSG00000261192.1 RNF126P1 chr17 57045478 57046797 + -ENSG00000263004.1 RP11-166P13.3 chr17 57078298 57085024 - -ENSG00000121057.12 AKAP1 chr17 57085092 57121349 + -ENSG00000263089.1 RP11-166P13.4 chr17 57092145 57096425 - -ENSG00000153944.10 MSI2 chr17 57255851 57684685 + -ENSG00000279555.1 RP11-426D19.1 chr17 57277920 57280017 + -ENSG00000279281.1 RP11-226M10.3 chr17 57448218 57450291 + -ENSG00000278285.1 AC015883.1 chr17 57488508 57488598 - -ENSG00000266100.1 RP11-118E18.2 chr17 57522248 57523597 - -ENSG00000280028.1 RP11-118E18.1 chr17 57531769 57532355 + -ENSG00000263499.1 RP11-118E18.4 chr17 57600856 57608412 - -ENSG00000242889.3 RN7SL449P chr17 57618108 57618393 + -ENSG00000238447.1 RNU7-134P chr17 57685529 57685592 - -ENSG00000166329.2 CCDC182 chr17 57744481 57745312 - -ENSG00000265542.5 RP11-60A24.3 chr17 57771946 57834749 - -ENSG00000222976.1 RN7SKP94 chr17 57789449 57789732 + -ENSG00000181610.12 MRPS23 chr17 57834781 57850056 - -ENSG00000180891.12 CUEDC1 chr17 57861243 57955323 - -ENSG00000264914.1 RP11-343K8.3 chr17 57912333 57922581 + -ENSG00000278642.1 RP11-159D12.11 chr17 57955965 57956143 + -ENSG00000136451.8 VEZF1 chr17 57971547 57988259 - -ENSG00000280233.1 RP11-159D12.3 chr17 57988180 57988760 + -ENSG00000266086.1 RP11-159D12.5 chr17 57989038 58005253 - -ENSG00000264112.1 RP11-159D12.2 chr17 57989039 57994850 - -ENSG00000136450.12 SRSF1 chr17 58003360 58007346 - -ENSG00000279069.1 RP11-159D12.6 chr17 58006674 58008187 + -ENSG00000266290.1 RP11-159D12.10 chr17 58076891 58083204 - -ENSG00000264364.2 DYNLL2 chr17 58083415 58095536 + -ENSG00000279207.1 RP11-159D12.8 chr17 58095672 58101479 + -ENSG00000141194.5 OR4D1 chr17 58155133 58156156 + -ENSG00000229590.3 MSX2P1 chr17 58157028 58157800 + -ENSG00000255713.1 OR4D2 chr17 58169656 58170579 + -ENSG00000121053.5 EPX chr17 58192737 58205174 + -ENSG00000278627.1 RP11-506H21.5 chr17 58202352 58203003 - -ENSG00000011143.16 MKS1 chr17 58205437 58219605 - -ENSG00000167419.10 LPO chr17 58218548 58268518 + -ENSG00000005381.7 MPO chr17 58269856 58280935 - -ENSG00000005379.15 BZRAP1 chr17 58301228 58328760 - -ENSG00000265148.5 BZRAP1-AS1 chr17 58325450 58415766 + -ENSG00000265206.3 RP5-1171I10.5 chr17 58330884 58332508 - -ENSG00000273667.1 MIR142 chr17 58331215 58331325 - -ENSG00000264399.1 MIR4736 chr17 58335976 58336022 - -ENSG00000213246.6 SUPT4H1 chr17 58345175 58353093 - -ENSG00000108375.12 RNF43 chr17 58352500 58417595 - -ENSG00000176160.9 HSF5 chr17 58420167 58488384 - -ENSG00000266051.1 AC023992.1 chr17 58456124 58456214 - -ENSG00000266648.1 SETP3 chr17 58476138 58476950 - -ENSG00000108389.9 MTMR4 chr17 58489529 58517905 - -ENSG00000264672.5 SEPT4-AS1 chr17 58519837 58556977 + -ENSG00000108387.14 SEPT4 chr17 58520250 58540818 - -ENSG00000181013.3 C17orf47 chr17 58541587 58544368 - -ENSG00000121101.15 TEX14 chr17 58556678 58692055 - -ENSG00000212195.2 U3 chr17 58631641 58631836 - -ENSG00000266826.1 CTD-2200P10.1 chr17 58660580 58661599 - -ENSG00000199426.1 RNU1-108P chr17 58666537 58666697 - -ENSG00000266561.2 CTD-2200P10.3 chr17 58675286 58675462 + -ENSG00000206917.1 RNU1-52P chr17 58677574 58677737 - -ENSG00000200997.1 RNU1-85P chr17 58679527 58679690 - -ENSG00000108384.14 RAD51C chr17 58692573 58735611 + -ENSG00000274198.1 RP11-579A4.1 chr17 58747055 58747340 + -ENSG00000175175.5 PPM1E chr17 58755869 58985176 + -ENSG00000276601.1 Metazoa_SRP chr17 58785323 58785608 - -ENSG00000251865.1 RNU6-518P chr17 58835899 58835994 + -ENSG00000241462.1 RP11-579O24.1 chr17 58897776 58899692 + -ENSG00000275680.1 Metazoa_SRP chr17 58951185 58951513 + -ENSG00000263938.1 RP11-579O24.3 chr17 58965952 58966727 + -ENSG00000108395.13 TRIM37 chr17 58982638 59106921 - -ENSG00000216168.1 AC100832.1 chr17 58988868 58988954 - -ENSG00000263558.2 RN7SL716P chr17 59059226 59059493 + -ENSG00000224738.1 AC099850.1 chr17 59106598 59118267 + -ENSG00000182628.12 SKA2 chr17 59109951 59155269 - -ENSG00000252212.1 RNU2-58P chr17 59129276 59129458 - -ENSG00000211514.1 MIR454 chr17 59137758 59137872 - -ENSG00000207996.1 MIR301A chr17 59151136 59151221 - -ENSG00000068489.12 PRR11 chr17 59155499 59204705 + -ENSG00000266537.1 SPDYE22P chr17 59174983 59181787 - -ENSG00000265303.1 CTD-2510F5.6 chr17 59197566 59215226 + -ENSG00000265415.1 CTD-2510F5.4 chr17 59202677 59203829 - -ENSG00000167447.12 SMG8 chr17 59209400 59215247 + -ENSG00000153982.10 GDPD1 chr17 59220467 59275967 + -ENSG00000207235.1 Y_RNA chr17 59260748 59260846 + -ENSG00000271063.1 SNRPGP17 chr17 59281130 59281343 + -ENSG00000175155.8 YPEL2 chr17 59331689 59401729 + -ENSG00000278863.1 RP11-567L7.3 chr17 59362665 59363278 + -ENSG00000263857.1 MIR4729 chr17 59366083 59366154 + -ENSG00000266002.1 RP11-567L7.5 chr17 59400488 59403303 - -ENSG00000265313.5 LINC01476 chr17 59430869 59526946 - -ENSG00000200889.1 RNU4-13P chr17 59537359 59537499 - -ENSG00000108406.9 DHX40 chr17 59565525 59608345 + -ENSG00000273702.1 RP11-758H9.2 chr17 59618553 59619714 - -ENSG00000141367.11 CLTC chr17 59619689 59696956 + -ENSG00000141378.14 PTRH2 chr17 59674636 59707626 - -ENSG00000062716.10 VMP1 chr17 59707192 59842255 + -ENSG00000267637.1 RP11-619I22.1 chr17 59784813 59785035 + -ENSG00000199004.1 MIR21 chr17 59841266 59841337 + -ENSG00000201524.1 RNU6-450P chr17 59847438 59847544 - -ENSG00000108423.14 TUBD1 chr17 59859482 59892945 - -ENSG00000270264.1 NDUFB8P2 chr17 59885015 59885552 + -ENSG00000108443.13 RPS6KB1 chr17 59893046 59950564 + -ENSG00000241913.1 RP5-1073F15.1 chr17 59912197 59912366 + -ENSG00000267318.1 RP11-178C3.1 chr17 59940908 59973101 + -ENSG00000189050.14 RNFT1 chr17 59952240 59964761 - -ENSG00000267104.2 TBC1D3P1-DHX40P1 chr17 59962363 60018975 - -ENSG00000267302.5 RP11-178C3.2 chr17 59964832 59996972 + -ENSG00000266992.1 DHX40P1 chr17 59976009 60002384 - -ENSG00000238283.3 TBC1D3P1 chr17 60008437 60017498 - -ENSG00000275860.1 RP11-178C3.7 chr17 60021072 60022436 + -ENSG00000274378.1 RP11-178C3.8 chr17 60025859 60030746 + -ENSG00000263422.1 AC005702.1 chr17 60042361 60042442 - -ENSG00000266701.1 AC005702.4 chr17 60042546 60042627 - -ENSG00000265638.1 AC005702.3 chr17 60042694 60042772 - -ENSG00000263820.1 AC005702.2 chr17 60042805 60042882 - -ENSG00000264049.1 MIR4737 chr17 60043025 60043105 - -ENSG00000068097.14 HEATR6 chr17 60043194 60078931 - -ENSG00000267526.1 RP11-178C3.6 chr17 60063004 60064782 - -ENSG00000267416.1 CTD-2319I12.2 chr17 60079309 60088695 + -ENSG00000261040.6 WFDC21P chr17 60083566 60091885 - -ENSG00000280852.1 AC025048.1 chr17 60102183 60102662 - -ENSG00000267295.1 CTD-2319I12.3 chr17 60113793 60120687 - -ENSG00000277532.1 CTD-2319I12.9 chr17 60124110 60125474 - -ENSG00000267248.1 CTD-2319I12.4 chr17 60126535 60135644 - -ENSG00000267095.1 CTD-2319I12.5 chr17 60135762 60140081 - -ENSG00000167434.9 CA4 chr17 60149936 60170899 + -ENSG00000266960.1 FAM106DP chr17 60173322 60173822 + -ENSG00000281662.1 Metazoa_SRP chr17 60175423 60175669 + -ENSG00000170832.12 USP32 chr17 60179094 60422470 - -ENSG00000252577.1 SCARNA20 chr17 60231516 60231646 - -ENSG00000241157.1 RP11-3K24.1 chr17 60245288 60245647 - -ENSG00000275562.1 RP11-3K24.3 chr17 60256720 60258411 + -ENSG00000280588.1 AC104763.1 chr17 60296500 60296638 + -ENSG00000271626.1 RP11-3K24.2 chr17 60315834 60316215 + -ENSG00000141371.12 C17orf64 chr17 60392429 60431421 + -ENSG00000213228.5 RPL12P38 chr17 60433678 60435996 - -ENSG00000062725.9 APPBP2 chr17 60443149 60526219 - -ENSG00000270553.1 RP11-15E18.5 chr17 60513190 60513550 + -ENSG00000259349.1 RP11-15E18.1 chr17 60526293 60550798 + -ENSG00000267678.1 RP11-15E18.3 chr17 60562010 60562161 - -ENSG00000267772.1 RP11-15E18.4 chr17 60564547 60586623 + -ENSG00000266943.1 RP11-15E18.2 chr17 60564740 60565671 - -ENSG00000170836.11 PPM1D chr17 60600183 60666280 + -ENSG00000281267.1 AC110602.1 chr17 60659523 60660839 - -ENSG00000200013.1 RNU6-623P chr17 60662333 60662437 - -ENSG00000141376.20 BCAS3 chr17 60677453 61392838 + -ENSG00000239932.3 RN7SL606P chr17 60696313 60696605 + -ENSG00000224011.1 AC111155.1 chr17 60727165 60727482 - -ENSG00000252534.1 Y_RNA chr17 60748940 60749046 - -ENSG00000267083.1 KRT18P61 chr17 60810165 60811462 + -ENSG00000211515.1 AC079005.1 chr17 60810957 60811052 + -ENSG00000254114.1 HMGN1P28 chr17 60851382 60851745 + -ENSG00000264322.2 RN7SL448P chr17 60899891 60900185 + -ENSG00000267207.1 RP11-264B14.1 chr17 61034636 61070122 - -ENSG00000267449.1 RP11-264B14.2 chr17 61069856 61070356 - -ENSG00000227694.1 RPL23AP74 chr17 61069871 61070341 + -ENSG00000267667.1 RP11-136H19.1 chr17 61130704 61135964 - -ENSG00000273982.1 RP11-332H18.7 chr17 61354763 61355155 - -ENSG00000267131.1 RP11-332H18.5 chr17 61361668 61400243 - -ENSG00000266934.1 RP11-332H18.3 chr17 61382785 61384680 + -ENSG00000267280.5 TBX2-AS1 chr17 61393456 61411555 - -ENSG00000121068.13 TBX2 chr17 61399896 61409466 + -ENSG00000187013.4 C17orf82 chr17 61411751 61413280 + -ENSG00000121075.9 TBX4 chr17 61452404 61485110 + -ENSG00000267137.1 RP11-15K2.2 chr17 61460224 61463384 - -ENSG00000278751.1 AC005901.1 chr17 61485684 61485801 - -ENSG00000253506.2 NACA2 chr17 61590426 61591202 - -ENSG00000136492.8 BRIP1 chr17 61681266 61863521 - -ENSG00000108506.11 INTS2 chr17 61865367 61928016 - -ENSG00000202361.1 Y_RNA chr17 61874084 61874182 - -ENSG00000108510.9 MED13 chr17 61942605 62065282 - -ENSG00000279133.1 RP11-342K2.1 chr17 62003700 62007518 - -ENSG00000242398.3 RN7SL800P chr17 62005737 62006016 - -ENSG00000221302.1 AC018628.1 chr17 62015857 62015937 - -ENSG00000200842.1 Y_RNA chr17 62036833 62036945 + -ENSG00000207123.1 Y_RNA chr17 62122320 62122421 + -ENSG00000266066.1 POLRMTP1 chr17 62136972 62140639 - -ENSG00000266365.1 RP11-51L5.3 chr17 62231470 62247153 - -ENSG00000266647.1 RP11-51L5.4 chr17 62260634 62261936 + -ENSG00000188755.9 TBC1D3P2 chr17 62264705 62275655 - -ENSG00000270033.1 RP11-51L5.7 chr17 62272487 62282915 - -ENSG00000263887.6 RP11-51L5.5 chr17 62282387 62297026 - -ENSG00000242123.1 RP11-51L5.1 chr17 62319884 62320189 + -ENSG00000172421.7 EFCAB3 chr17 62370218 62416476 + -ENSG00000239809.1 RP11-51L5.2 chr17 62381668 62382015 + -ENSG00000251981.1 RNU7-52P chr17 62383104 62383166 + -ENSG00000239527.1 RPS23P7 chr17 62397397 62398142 + -ENSG00000087995.15 METTL2A chr17 62423867 62450822 + -ENSG00000146872.17 TLK2 chr17 62458658 62615481 + -ENSG00000239246.3 RP11-464D20.2 chr17 62516321 62516767 - -ENSG00000264546.1 RP11-464D20.6 chr17 62549726 62552121 + -ENSG00000277463.1 CTD-3035K23.6 chr17 62626031 62626453 + -ENSG00000274565.1 CTD-3035K23.7 chr17 62626437 62627590 - -ENSG00000011028.13 MRC2 chr17 62627401 62693597 + -ENSG00000207382.1 Y_RNA chr17 62661621 62661725 - -ENSG00000279713.1 CTD-3035K23.3 chr17 62679403 62681354 - -ENSG00000199697.1 RNU6-446P chr17 62683905 62684010 + -ENSG00000265702.1 RP11-156L14.1 chr17 62699244 62737922 + -ENSG00000173838.11 MARCH10 chr17 62701314 62808344 - -ENSG00000265000.1 RP11-453A12.1 chr17 62808500 62836371 + -ENSG00000264907.1 SLMO2P3 chr17 62841101 62841645 + -ENSG00000263931.1 RP11-180P8.1 chr17 62935402 62966810 - -ENSG00000207552.1 MIR633 chr17 62944215 62944312 + -ENSG00000265262.1 TRMT112P3 chr17 62950831 62951188 - -ENSG00000266411.1 RP11-180P8.3 chr17 62966817 62968549 - -ENSG00000270324.1 RP11-180P8.4 chr17 62978494 62978841 - -ENSG00000272164.1 RP11-180P8.5 chr17 63004672 63005152 - -ENSG00000170921.14 TANC2 chr17 63009556 63427699 + -ENSG00000272383.1 RP11-556O9.4 chr17 63088162 63089197 - -ENSG00000264513.1 RP11-556O9.2 chr17 63117019 63130947 - -ENSG00000264529.1 RP11-556O9.3 chr17 63182166 63182817 + -ENSG00000233635.2 AC037445.1 chr17 63193930 63339053 - -ENSG00000281576.1 AC015923.2 chr17 63281928 63282064 + -ENSG00000263501.1 RP11-269G24.2 chr17 63305262 63313521 - -ENSG00000271919.1 RP11-269G24.8 chr17 63331984 63332539 - -ENSG00000278282.1 AC005828.1 chr17 63362009 63362093 - -ENSG00000226797.1 AC015923.1 chr17 63381231 63414312 - -ENSG00000263644.1 RP11-269G24.3 chr17 63391191 63431089 - -ENSG00000271749.1 RP11-269G24.7 chr17 63393355 63393586 + -ENSG00000265282.1 RP11-269G24.4 chr17 63430468 63432211 - -ENSG00000008283.15 CYB561 chr17 63432304 63446378 - -ENSG00000265971.1 RP11-269G24.6 chr17 63454993 63455817 + -ENSG00000228979.4 CTD-2501B8.5 chr17 63471604 63472093 + -ENSG00000159640.14 ACE chr17 63477061 63498380 + -ENSG00000264813.5 CTD-2501B8.1 chr17 63484817 63521848 + -ENSG00000224353.2 ACE3P chr17 63507056 63519806 + -ENSG00000173826.14 KCNH6 chr17 63523334 63548977 + -ENSG00000136485.14 DCAF7 chr17 63550461 63594266 + -ENSG00000200560.1 RNU6-288P chr17 63573242 63573345 - -ENSG00000136463.7 TACO1 chr17 63600872 63608365 + -ENSG00000270587.1 RP11-51F16.9 chr17 63610772 63611184 - -ENSG00000198909.7 MAP3K3 chr17 63622415 63696303 + -ENSG00000263883.1 EEF1DP7 chr17 63636601 63637113 + -ENSG00000136490.8 LIMD2 chr17 63695902 63701172 - -ENSG00000279369.1 RP11-51F16.1 chr17 63700847 63702670 + -ENSG00000266173.5 STRADA chr17 63702832 63741970 - -ENSG00000125695.12 RP11-51F16.8 chr17 63702845 63752097 - -ENSG00000108588.13 CCDC47 chr17 63745250 63776351 - -ENSG00000198231.12 DDX42 chr17 63773603 63819317 + -ENSG00000108592.16 FTSJ3 chr17 63819433 63830012 - -ENSG00000087191.12 PSMC5 chr17 63827152 63832026 + -ENSG00000108604.15 SMARCD2 chr17 63832081 63843065 - -ENSG00000240280.6 TCAM1P chr17 63849292 63864379 + -ENSG00000213218.9 CSH2 chr17 63872012 63881863 - -ENSG00000136487.17 GH2 chr17 63880215 63881935 - -ENSG00000259533.1 RP11-630H24.3 chr17 63885851 63886051 + -ENSG00000136488.14 CSH1 chr17 63894909 63896661 - -ENSG00000259333.1 RP11-630H24.4 chr17 63900643 63900879 + -ENSG00000204414.11 CSHL1 chr17 63909597 63918838 - -ENSG00000259384.6 GH1 chr17 63917200 63918838 - -ENSG00000007312.12 CD79B chr17 63928740 63932354 - -ENSG00000007314.11 SCN4A chr17 63938554 63972918 - -ENSG00000263489.1 CTC-264K15.6 chr17 63972920 63989422 - -ENSG00000264954.1 RP11-214C8.2 chr17 63996071 63999899 - -ENSG00000224383.7 PRR29 chr17 63998351 64004304 + -ENSG00000108622.10 ICAM2 chr17 64002594 64020634 - -ENSG00000178607.15 ERN1 chr17 64039142 64130819 - -ENSG00000266402.3 SNHG25 chr17 64145970 64146476 + -ENSG00000199753.1 SNORD104 chr17 64146083 64146152 + -ENSG00000281311.1 SNORA50 chr17 64146337 64146471 + -ENSG00000277887.1 SNORA76C chr17 64146339 64146471 + -ENSG00000136478.7 TEX2 chr17 64147227 64263301 - -ENSG00000256358.1 RPL31P57 chr17 64308316 64308690 - -ENSG00000261371.5 PECAM1 chr17 64319415 64413776 - -ENSG00000239823.2 Y_RNA chr17 64390158 64390263 - -ENSG00000265031.1 MIR1273E chr17 64425069 64425170 - -ENSG00000271605.5 MILR1 chr17 64449037 64468643 + -ENSG00000266804.1 AC234063.1 chr17 64462550 64462647 - -ENSG00000256525.6 POLG2 chr17 64477785 64497036 - -ENSG00000256826.1 AC138744.2 chr17 64491523 64491789 + -ENSG00000108654.11 DDX5 chr17 64499616 64508199 - -ENSG00000265695.1 MIR3064 chr17 64500773 64500839 - -ENSG00000266241.1 MIR5047 chr17 64501214 64501313 - -ENSG00000258890.6 CEP95 chr17 64506588 64542461 + -ENSG00000108854.15 SMURF2 chr17 64542295 64662068 - -ENSG00000271779.1 RP11-87N3.6 chr17 64572829 64573081 + -ENSG00000274483.1 AC132812.1 chr17 64662278 64662378 - -ENSG00000270714.1 MINOS1P2 chr17 64747264 64747492 - -ENSG00000215769.8 RP13-104F24.2 chr17 64749663 64781707 - -ENSG00000266820.1 RP13-104F24.1 chr17 64749918 64758603 - -ENSG00000265298.1 RP13-104F24.3 chr17 64750420 64751311 + -ENSG00000263647.1 RP11-927P21.5 chr17 64761912 64762710 - -ENSG00000265982.1 RP11-927P21.4 chr17 64778842 64778937 - -ENSG00000214176.9 PLEKHM1P chr17 64779259 64837154 - -ENSG00000278581.1 MIR6080 chr17 64780759 64780824 + -ENSG00000252242.1 RNU7-115P chr17 64825765 64825819 - -ENSG00000272400.1 RP11-927P21.7 chr17 64847386 64847728 + -ENSG00000176809.10 LRRC37A3 chr17 64854312 64919480 - -ENSG00000264840.1 RN7SL404P chr17 64871504 64871784 - -ENSG00000272134.1 RP11-927P21.8 chr17 64881091 64881181 + -ENSG00000272220.1 RP11-927P21.9 chr17 64892728 64892845 + -ENSG00000265218.1 RP11-927P21.1 chr17 64892729 64910180 + -ENSG00000266644.1 RP11-927P21.2 chr17 64899766 64900716 + -ENSG00000271974.1 RP11-927P21.12 chr17 64905883 64906018 - -ENSG00000264057.1 RP11-583F2.1 chr17 64927634 64934203 + -ENSG00000266155.2 RP11-927P21.6 chr17 64936485 64940229 - -ENSG00000280299.1 RP11-583F2.7 chr17 64940602 64954177 + -ENSG00000272346.2 RP11-927P21.11 chr17 64940606 64940717 + -ENSG00000265912.1 RP11-583F2.2 chr17 64943262 64951054 + -ENSG00000272006.1 RP11-583F2.6 chr17 64951498 64951609 - -ENSG00000232457.4 SLC16A6P1 chr17 64953683 64956546 + -ENSG00000214174.8 AMZ2P1 chr17 64966550 64975576 - -ENSG00000120063.9 GNA13 chr17 65010715 65056839 - -ENSG00000266598.1 RP11-583F2.5 chr17 65051909 65053308 + -ENSG00000263470.1 RP11-160O5.1 chr17 65100812 65111058 + -ENSG00000108370.15 RGS9 chr17 65137431 65227703 + -ENSG00000265883.1 RP11-169I9.2 chr17 65185319 65185482 - -ENSG00000263520.1 CRAT40 chr17 65457541 65458408 + -ENSG00000168646.12 AXIN2 chr17 65528563 65561647 - -ENSG00000266076.1 CTD-2535L24.2 chr17 65538102 65641033 - -ENSG00000154240.16 CEP112 chr17 65635538 66192084 - -ENSG00000271587.1 GS1-531I17.3 chr17 65644308 65644617 + -ENSG00000270870.1 GS1-531I17.2 chr17 65654914 65655395 + -ENSG00000266707.1 PSMD7P1 chr17 66197693 66198238 + -ENSG00000091583.10 APOH chr17 66212033 66256525 - -ENSG00000252653.1 RNA5SP444 chr17 66267743 66267848 + -ENSG00000154229.11 PRKCA chr17 66302636 66810743 + -ENSG00000244044.3 RN7SL735P chr17 66364029 66364320 + -ENSG00000264630.5 PRKCA-AS1 chr17 66398069 66416854 - -ENSG00000252685.1 RNU6-928P chr17 66638271 66638374 + -ENSG00000251698.1 RNA5SP445 chr17 66639269 66639383 + -ENSG00000229330.2 AC006947.1 chr17 66676372 66677404 + -ENSG00000207943.1 MIR634 chr17 66787072 66787168 + -ENSG00000075429.8 CACNG5 chr17 66835117 66885486 + -ENSG00000251764.1 RNA5SP446 chr17 66895491 66895572 + -ENSG00000075461.5 CACNG4 chr17 66964910 67033398 + -ENSG00000264491.1 RP11-349A8.3 chr17 67019934 67021743 - -ENSG00000265664.1 RP11-74H8.1 chr17 67032409 67033290 - -ENSG00000108878.4 CACNG1 chr17 67044590 67056797 + -ENSG00000198265.11 HELZ chr17 67070438 67245989 - -ENSG00000264421.1 RP11-401F2.4 chr17 67224303 67225541 + -ENSG00000213180.4 RPL36AP48 chr17 67224728 67225041 + -ENSG00000266473.1 RP11-401F2.3 chr17 67244837 67245806 + -ENSG00000200619.1 RNA5SP447 chr17 67268110 67268228 + -ENSG00000207410.1 SNORA8 chr17 67271469 67271607 + -ENSG00000264093.1 RP11-401F2.2 chr17 67276118 67276351 - -ENSG00000197170.9 PSMD12 chr17 67337916 67366627 - -ENSG00000154217.14 PITPNC1 chr17 67377281 67697261 + -ENSG00000201547.1 Y_RNA chr17 67408774 67408881 - -ENSG00000244610.3 RN7SL756P chr17 67457023 67457290 - -ENSG00000207688.2 MIR548AA2 chr17 67471489 67471585 + -ENSG00000264754.1 CTD-2653B5.1 chr17 67524481 67525422 + -ENSG00000279917.1 RP11-360N9.2 chr17 67611277 67613822 + -ENSG00000279361.1 RP11-360N9.3 chr17 67637774 67638973 + -ENSG00000130935.9 NOL11 chr17 67717833 67744531 + -ENSG00000277123.1 AC006534.3 chr17 67720543 67720618 + -ENSG00000200394.1 SNORA38B chr17 67740669 67740799 + -ENSG00000266858.1 RP11-557B23.3 chr17 67774591 67777324 - -ENSG00000213179.4 RPL17P41 chr17 67784753 67785293 + -ENSG00000222548.2 AC006534.1 chr17 67813582 67813654 + -ENSG00000171634.16 BPTF chr17 67825524 67984378 + -ENSG00000265086.1 AC006534.2 chr17 67843945 67844014 + -ENSG00000266717.1 RP11-855A2.3 chr17 67950885 67951746 - -ENSG00000279573.1 RP11-855A2.1 chr17 67955314 67957291 + -ENSG00000279880.1 RP11-855A2.2 chr17 67973934 67976072 + -ENSG00000265052.2 RN7SL622P chr17 67977698 67977972 + -ENSG00000186665.8 C17orf58 chr17 67991101 67993649 - -ENSG00000266176.1 RP11-855A2.5 chr17 67993880 67996431 - -ENSG00000182481.8 KPNA2 chr17 68035519 68046842 + -ENSG00000266117.1 FBXO36P1 chr17 68095068 68095757 + -ENSG00000265055.1 AC145343.2 chr17 68096046 68101474 - -ENSG00000278219.1 AC145343.1 chr17 68101538 68101639 + -ENSG00000237854.3 LINC00674 chr17 68101908 68115518 + -ENSG00000267023.5 LRRC37A16P chr17 68125777 68152468 - -ENSG00000278730.1 RP11-147L13.11 chr17 68126666 68129586 + -ENSG00000274561.1 RP11-147L13.12 chr17 68131462 68131907 + -ENSG00000277476.1 RP11-147L13.13 chr17 68133201 68135935 + -ENSG00000267352.1 SH3GL1P3 chr17 68134675 68135604 - -ENSG00000267708.1 RP11-147L13.7 chr17 68152776 68159043 - -ENSG00000278740.1 RP11-147L13.14 chr17 68188547 68189165 + -ENSG00000267731.1 RP11-147L13.8 chr17 68189884 68192802 + -ENSG00000267472.1 LOC440461 chr17 68198921 68199596 + -ENSG00000274712.1 RP11-147L13.15 chr17 68205489 68207493 + -ENSG00000265100.1 RP11-147L13.2 chr17 68246629 68247938 - -ENSG00000196704.11 AMZ2 chr17 68247574 68257164 + -ENSG00000141337.12 ARSG chr17 68259182 68422731 + -ENSG00000108932.11 SLC16A6 chr17 68267026 68291267 - -ENSG00000267009.6 RP11-120M18.2 chr17 68413623 68524949 + -ENSG00000070540.12 WIPI1 chr17 68420948 68457513 - -ENSG00000207561.1 MIR635 chr17 68424451 68424548 - -ENSG00000108946.14 PRKAR1A chr17 68511780 68551319 + -ENSG00000108950.11 FAM20A chr17 68535113 68601389 - -ENSG00000267461.1 RP11-120M18.5 chr17 68557516 68582577 + -ENSG00000267659.5 LINC01482 chr17 68591796 68763882 + -ENSG00000263690.1 AC011591.1 chr17 68766473 68766559 - -ENSG00000267250.1 RP11-118B18.2 chr17 68793549 68797822 - -ENSG00000141338.13 ABCA8 chr17 68867292 68955392 - -ENSG00000231749.3 ABCA9-AS1 chr17 68944531 69042784 + -ENSG00000154258.16 ABCA9 chr17 68974488 69061064 - -ENSG00000154262.12 ABCA6 chr17 69078702 69141888 - -ENSG00000267361.1 LOC100421166 chr17 69094289 69095499 - -ENSG00000265331.1 MIR4524B chr17 69099542 69099656 + -ENSG00000154263.17 ABCA10 chr17 69147214 69244846 - -ENSG00000278873.1 PRO1804 chr17 69232963 69235012 - -ENSG00000154265.15 ABCA5 chr17 69244311 69327244 - -ENSG00000267203.1 SNRPGP4 chr17 69318733 69318961 + -ENSG00000252352.1 SNORA40 chr17 69355133 69355218 - -ENSG00000108984.13 MAP2K6 chr17 69414698 69543331 + -ENSG00000278972.1 CTD-3022L24.1 chr17 69433084 69435533 + -ENSG00000267653.1 RP1-193H18.3 chr17 69477139 69501755 - -ENSG00000267194.1 RP1-193H18.2 chr17 69551358 69553861 + -ENSG00000227517.6 LINC01483 chr17 69577251 69903000 + -ENSG00000267184.1 RP1-200G19.1 chr17 69707193 69707373 - -ENSG00000252100.2 AC002539.2 chr17 69948861 69948947 - -ENSG00000237560.5 LINC01497 chr17 69961707 69983538 + -ENSG00000199801.1 Y_RNA chr17 69985986 69986094 + -ENSG00000230258.6 AC002539.1 chr17 70017324 70128859 - -ENSG00000267603.1 LINC01028 chr17 70051277 70068095 + -ENSG00000153822.13 KCNJ16 chr17 70053429 70135608 + -ENSG00000267365.1 KCNJ2-AS1 chr17 70166961 70169402 - -ENSG00000123700.4 KCNJ2 chr17 70168673 70180048 + -ENSG00000267170.1 CALM2P1 chr17 70241324 70241761 + -ENSG00000267109.1 CTD-2378E21.1 chr17 70312831 70368916 - -ENSG00000267471.1 RP11-1058G23.1 chr17 70628917 70629265 - -ENSG00000271239.1 RP11-238F2.1 chr17 70778604 70779230 - -ENSG00000271101.1 RP11-1003J3.1 chr17 71011997 71013587 + -ENSG00000260785.1 CASC17 chr17 71097775 71202177 - -ENSG00000238759.1 RNU7-155P chr17 71298156 71298218 - -ENSG00000225818.1 AC118653.2 chr17 71596338 71597279 + -ENSG00000228118.3 MYL6P5 chr17 71620978 71621436 + -ENSG00000228639.6 AC005152.3 chr17 72021851 72034092 - -ENSG00000256124.5 LINC01152 chr17 72030291 72041297 + -ENSG00000234899.9 SOX9-AS1 chr17 72034107 72237203 - -ENSG00000226101.1 AC007461.2 chr17 72072333 72093481 + -ENSG00000125398.5 SOX9 chr17 72121020 72126420 + -ENSG00000227036.6 LINC00511 chr17 72323123 72640472 - -ENSG00000264026.1 RP11-1124B17.1 chr17 72342940 72355136 + -ENSG00000263680.2 RP11-57A1.1 chr17 72425939 72428852 + -ENSG00000243514.2 RPL32P33 chr17 72627231 72627624 + -ENSG00000263893.2 CTD-3010D24.3 chr17 72642731 72644490 + -ENSG00000133195.11 SLC39A11 chr17 72645949 73092712 - -ENSG00000200783.1 RN7SKP180 chr17 72663823 72664152 - -ENSG00000222545.1 AC080037.1 chr17 72714383 72714471 - -ENSG00000252274.1 SCARNA24 chr17 72818836 72818972 - -ENSG00000264196.1 RP11-171G2.1 chr17 72839039 72839718 + -ENSG00000266501.1 RP11-766H1.1 chr17 73067870 73068288 - -ENSG00000265469.1 POLR3KP2 chr17 73163035 73163359 - -ENSG00000264860.1 RP11-143K11.5 chr17 73164977 73196593 + -ENSG00000180616.8 SSTR2 chr17 73165012 73176633 + -ENSG00000166685.11 COG1 chr17 73192632 73208507 + -ENSG00000277728.1 RP11-143K11.7 chr17 73202968 73203431 - -ENSG00000133193.12 FAM104A chr17 73207353 73236753 - -ENSG00000141219.15 C17orf80 chr17 73232233 73248947 + -ENSG00000265010.1 RP11-661C3.2 chr17 73243093 73244706 + -ENSG00000187959.9 CPSF4L chr17 73248449 73262352 - -ENSG00000179604.9 CDC42EP4 chr17 73283624 73312175 - -ENSG00000069188.16 SDK2 chr17 73334384 73644089 - -ENSG00000264985.1 RP11-449L23.2 chr17 73513685 73518770 + -ENSG00000265780.1 RP11-449L23.3 chr17 73519846 73521407 + -ENSG00000264750.1 RP11-277J6.2 chr17 73641026 73643106 + -ENSG00000265935.1 RP11-277J6.3 chr17 73662568 73663848 - -ENSG00000263574.1 CTD-2532D12.4 chr17 73737854 73756557 + -ENSG00000177338.13 LINC00469 chr17 73750330 73828520 - -ENSG00000234721.2 AC125421.1 chr17 73786802 73800793 + -ENSG00000265927.1 CTD-2532D12.5 chr17 73831572 73836019 - -ENSG00000266765.1 CTD-2582D11.1 chr17 73894749 73911878 - -ENSG00000266357.5 RP11-101O21.1 chr17 74043452 74154212 - -ENSG00000172809.12 RPL38 chr17 74203582 74210655 + -ENSG00000246731.2 MGC16275 chr17 74209980 74213342 - -ENSG00000141540.10 TTYH2 chr17 74213514 74262020 + -ENSG00000264272.1 CTD-2514K5.4 chr17 74256896 74262020 - -ENSG00000171595.13 DNAI2 chr17 74274247 74314884 + -ENSG00000266106.1 RP11-647F2.2 chr17 74307210 74309790 - -ENSG00000196169.14 KIF19 chr17 74326210 74355820 + -ENSG00000204347.3 BTBD17 chr17 74356416 74361946 - -ENSG00000257008.6 GPR142 chr17 74367407 74372622 + -ENSG00000200021.1 RNA5SP448 chr17 74417594 74417704 - -ENSG00000170412.16 GPRC5C chr17 74424851 74451653 + -ENSG00000167851.13 CD300A chr17 74466416 74484796 + -ENSG00000178789.8 CD300LB chr17 74521174 74531474 - -ENSG00000167850.3 CD300C chr17 74541108 74546143 - -ENSG00000236770.1 AC079325.5 chr17 74549399 74552737 - -ENSG00000231027.1 AC079325.6 chr17 74560716 74567343 - -ENSG00000204345.1 CD300LD chr17 74579365 74592283 - -ENSG00000182352.8 C17orf77 chr17 74584679 74594209 + -ENSG00000261222.2 CTD-2006K23.1 chr17 74599840 74607229 + -ENSG00000186407.6 CD300E chr17 74609887 74623738 - -ENSG00000172794.19 RAB37 chr17 74670578 74747335 + -ENSG00000264659.1 CTD-2006K23.2 chr17 74672712 74677600 - -ENSG00000186074.18 CD300LF chr17 74694311 74712978 - -ENSG00000266036.1 RP11-452I5.2 chr17 74747319 74748912 - -ENSG00000264624.1 MIR3615 chr17 74748613 74748699 + -ENSG00000109062.9 SLC9A3R1 chr17 74748652 74769353 + -ENSG00000109065.11 NAT9 chr17 74770547 74776367 - -ENSG00000109066.13 TMEM104 chr17 74776483 74839779 + -ENSG00000161509.13 GRIN2C chr17 74842023 74861504 - -ENSG00000161513.11 FDXR chr17 74862497 74873031 - -ENSG00000172782.11 FADS6 chr17 74877299 74893781 - -ENSG00000182040.8 USH1G chr17 74916084 74923256 - -ENSG00000183034.12 OTOP2 chr17 74924275 74933912 + -ENSG00000281273.1 AC087651.1 chr17 74935426 74936187 - -ENSG00000182938.4 OTOP3 chr17 74935719 74949992 + -ENSG00000167861.15 HID1 chr17 74950743 74973166 - -ENSG00000263586.1 HID1-AS1 chr17 74970704 74975728 + -ENSG00000109089.7 CDR2L chr17 74987632 75005800 + -ENSG00000167862.9 ICT1 chr17 75012670 75021261 + -ENSG00000252545.1 RNU6-362P chr17 75031097 75031186 + -ENSG00000180901.10 KCTD2 chr17 75032575 75065889 + -ENSG00000281674.1 AC087651.2 chr17 75038085 75038357 + -ENSG00000167863.11 ATP5H chr17 75038863 75046985 - -ENSG00000239607.3 RN7SL573P chr17 75041740 75042015 + -ENSG00000270993.1 RP11-1112G13.3 chr17 75060491 75060620 - -ENSG00000232724.1 TRIM80P chr17 75074306 75079549 + -ENSG00000170190.15 SLC16A5 chr17 75087727 75106162 + -ENSG00000206713.1 Y_RNA chr17 75089862 75089974 - -ENSG00000125449.6 ARMC7 chr17 75109952 75130265 + -ENSG00000125458.6 NT5C chr17 75130225 75131795 - -ENSG00000279035.1 RP11-649A18.3 chr17 75130883 75133043 + -ENSG00000189159.15 HN1 chr17 75135248 75168281 - -ENSG00000265800.1 RP11-649A18.5 chr17 75138416 75141350 - -ENSG00000263786.1 RP11-649A18.4 chr17 75145261 75146546 - -ENSG00000252042.1 Y_RNA chr17 75145670 75145762 + -ENSG00000188612.11 SUMO2 chr17 75165586 75182983 - -ENSG00000125450.10 NUP85 chr17 75205659 75235758 + -ENSG00000125447.16 GGA3 chr17 75236599 75262363 - -ENSG00000125445.10 MRPS7 chr17 75261674 75266373 + -ENSG00000125457.13 MIF4GD chr17 75266228 75271227 - -ENSG00000263843.1 RP11-649A18.12 chr17 75271369 75273895 + -ENSG00000125454.11 SLC25A19 chr17 75272981 75289510 - -ENSG00000177885.13 GRB2 chr17 75318076 75405709 - -ENSG00000228007.1 AC011933.2 chr17 75338827 75339147 + -ENSG00000265987.1 RP11-16C1.3 chr17 75344405 75373662 + -ENSG00000264853.1 RP11-16C1.2 chr17 75370947 75373736 - -ENSG00000265342.1 RP11-16C1.1 chr17 75394123 75394963 + -ENSG00000264511.1 MIR3678 chr17 75406069 75406162 + -ENSG00000223217.1 RNU6-938P chr17 75409086 75409188 - -ENSG00000202332.1 Y_RNA chr17 75431990 75432087 + -ENSG00000177728.14 KIAA0195 chr17 75441159 75500090 + -ENSG00000265636.1 AC100787.1 chr17 75496645 75496756 + -ENSG00000276372.1 MIR6785 chr17 75498548 75498628 + -ENSG00000177303.9 CASKIN2 chr17 75500261 75515583 - -ENSG00000182173.12 TSEN54 chr17 75516060 75524739 + -ENSG00000073350.13 LLGL2 chr17 75525080 75575208 + -ENSG00000266714.6 MYO15B chr17 75588058 75626501 + -ENSG00000108469.14 RECQL5 chr17 75626845 75667189 - -ENSG00000204323.5 SMIM5 chr17 75633434 75641404 + -ENSG00000259120.2 SMIM6 chr17 75646243 75647977 + -ENSG00000161526.14 SAP30BP chr17 75667116 75708062 + -ENSG00000264829.1 RP11-474I11.8 chr17 75679474 75679967 - -ENSG00000264270.1 RP11-474I11.7 chr17 75683543 75684799 - -ENSG00000132470.13 ITGB4 chr17 75721328 75757818 + -ENSG00000108479.11 GALK1 chr17 75751594 75765711 - -ENSG00000132475.8 H3F3B chr17 75776434 75785893 - -ENSG00000263565.1 MIR4738 chr17 75784521 75784607 - -ENSG00000132478.9 UNK chr17 75784771 75825799 + -ENSG00000266980.1 RP11-552F3.4 chr17 75818815 75820055 - -ENSG00000092929.11 UNC13D chr17 75827225 75844717 - -ENSG00000132471.11 WBP2 chr17 75845699 75856507 - -ENSG00000132481.6 TRIM47 chr17 75874161 75878575 - -ENSG00000267801.1 RP11-552F3.9 chr17 75876372 75879546 + -ENSG00000141569.10 TRIM65 chr17 75880335 75897003 - -ENSG00000267342.1 RP11-552F3.10 chr17 75897060 75900148 + -ENSG00000204316.12 MRPL38 chr17 75898643 75905413 - -ENSG00000267426.5 RP11-552F3.12 chr17 75898645 75930129 - -ENSG00000188878.16 FBF1 chr17 75909574 75941140 - -ENSG00000281844.1 FBF1 chr17 75910723 75938149 - -ENSG00000161533.11 ACOX1 chr17 75941507 75979363 - -ENSG00000267615.1 RP11-552F3.13 chr17 75943832 75945142 + -ENSG00000257949.6 TEN1 chr17 75979220 76000586 + -ENSG00000261408.5 TEN1-CDK3 chr17 75979231 76005999 + -ENSG00000250506.6 CDK3 chr17 76000906 76005999 + -ENSG00000167880.7 EVPL chr17 76004502 76027452 - -ENSG00000167881.14 SRP68 chr17 76038775 76072653 - -ENSG00000186919.12 ZACN chr17 76071961 76083666 + -ENSG00000182687.3 GALR2 chr17 76074794 76077541 + -ENSG00000182473.20 EXOC7 chr17 76081017 76121576 - -ENSG00000279382.1 RP11-449J21.3 chr17 76090308 76091669 + -ENSG00000275360.1 MIR6868 chr17 76098019 76098076 - -ENSG00000129654.7 FOXJ1 chr17 76136333 76141299 - -ENSG00000267128.1 RP11-449J21.5 chr17 76140556 76154650 + -ENSG00000141576.14 RNF157 chr17 76142453 76240373 - -ENSG00000267376.1 ATP5LP6 chr17 76202644 76202796 - -ENSG00000228218.1 ATF4P3 chr17 76225751 76226806 - -ENSG00000185262.8 UBALD2 chr17 76265202 76271299 + -ENSG00000129646.13 QRICH2 chr17 76274049 76307680 - -ENSG00000161542.16 PRPSAP1 chr17 76309486 76384521 - -ENSG00000251779.1 Y_RNA chr17 76319376 76319473 + -ENSG00000207169.1 RNU6-24P chr17 76337316 76337422 + -ENSG00000267518.1 RP11-794C22.2 chr17 76345761 76346081 + -ENSG00000176170.13 SPHK1 chr17 76376584 76387860 + -ENSG00000175931.12 UBE2O chr17 76389451 76453206 - -ENSG00000242931.1 RPL7P49 chr17 76430417 76431124 - -ENSG00000129673.9 AANAT chr17 76453351 76470117 + -ENSG00000129667.12 RHBDF2 chr17 76470891 76501790 - -ENSG00000161544.9 CYGB chr17 76527356 76551175 - -ENSG00000214140.10 PRCD chr17 76527586 76553578 + -ENSG00000267546.2 RP11-666A8.8 chr17 76545668 76557683 - -ENSG00000267543.1 RP11-666A8.7 chr17 76549951 76550826 + -ENSG00000272386.1 RP11-666A8.12 chr17 76551352 76551750 + -ENSG00000163597.14 SNHG16 chr17 76557766 76565348 + -ENSG00000274091.1 SNORD1C chr17 76558791 76558868 + -ENSG00000199961.1 SNORD1B chr17 76561109 76561192 + -ENSG00000278261.1 SNORD1A chr17 76561634 76561705 + -ENSG00000070731.9 ST6GALNAC2 chr17 76563710 76586956 - -ENSG00000267078.1 RP11-666A8.9 chr17 76569792 76571240 + -ENSG00000267084.1 RP11-666A8.11 chr17 76595584 76595772 - -ENSG00000070526.14 ST6GALNAC1 chr17 76624761 76643838 - -ENSG00000199735.1 RNU6-227P chr17 76656320 76656422 + -ENSG00000261335.1 RP11-318A15.2 chr17 76671942 76673658 + -ENSG00000182534.13 MXRA7 chr17 76672551 76711016 - -ENSG00000212418.1 RNY4P36 chr17 76703632 76703727 - -ENSG00000277382.1 RP11-318A15.8 chr17 76709760 76710045 + -ENSG00000070495.14 JMJD6 chr17 76712832 76726799 - -ENSG00000274051.1 uc_338 chr17 76721216 76721396 - -ENSG00000181038.13 METTL23 chr17 76726830 76733936 + -ENSG00000267168.1 RP11-318A15.7 chr17 76732978 76738522 + -ENSG00000161547.14 SRSF2 chr17 76734115 76737374 - -ENSG00000092931.11 MFSD11 chr17 76735865 76781449 + -ENSG00000207556.1 MIR636 chr17 76736450 76736548 - -ENSG00000200257.1 RNU6-97P chr17 76752912 76753015 + -ENSG00000267065.2 CTD-2246P4.1 chr17 76799044 76807102 + -ENSG00000267535.1 LINC00868 chr17 76850176 76861836 + -ENSG00000167889.12 MGAT5B chr17 76868456 76950393 + -ENSG00000267568.6 RP11-87G24.3 chr17 76950317 76969156 - -ENSG00000267521.1 RP11-87G24.6 chr17 76957023 76958222 - -ENSG00000280122.1 RP11-87G24.2 chr17 76966285 76969530 - -ENSG00000276202.1 Metazoa_SRP chr17 77014880 77015138 + -ENSG00000234912.9 SNHG20 chr17 77086716 77094990 + -ENSG00000129657.14 SEC14L1 chr17 77086716 77217101 + -ENSG00000275143.1 SCARNA16 chr17 77089307 77089493 + -ENSG00000281678.1 MIR6516 chr17 77089417 77089497 + -ENSG00000222808.1 RNU4-47P chr17 77152561 77152674 - -ENSG00000262870.1 CYCSP40 chr17 77198950 77199543 - -ENSG00000263718.2 RP11-285E9.6 chr17 77257737 77281897 - -ENSG00000265121.1 RP11-285E9.5 chr17 77264180 77264776 - -ENSG00000184640.17 SEPT9 chr17 77280569 77500596 + -ENSG00000266998.1 RP11-936I5.1 chr17 77373818 77377236 - -ENSG00000264060.1 MIR4316 chr17 77396984 77397054 - -ENSG00000200651.1 Y_RNA chr17 77442109 77442213 + -ENSG00000279801.1 RP11-75C10.6 chr17 77444704 77447167 + -ENSG00000267263.1 RP11-75C10.7 chr17 77469068 77471045 + -ENSG00000267016.1 RP11-75C10.9 chr17 77469162 77472770 - -ENSG00000267665.1 RP11-13K12.2 chr17 77526998 77536592 + -ENSG00000267506.5 RP11-13K12.1 chr17 77546940 77563243 + -ENSG00000267466.1 RP11-13K12.5 chr17 77563368 77568695 - -ENSG00000279572.1 RP11-13K12.6 chr17 77571418 77572516 + -ENSG00000267790.1 RP11-316M20.1 chr17 77722872 77728559 - -ENSG00000278938.1 AC104981.1 chr17 77777090 77777464 - -ENSG00000204283.3 FLJ45079 chr17 77879027 77884087 - -ENSG00000238898.1 RNU1-80P chr17 77920098 77920258 + -ENSG00000078687.16 TNRC6C chr17 78004168 78108835 + -ENSG00000279600.1 RP11-637C24.5 chr17 78008421 78008855 + -ENSG00000267463.1 UBE2V2P2 chr17 78066258 78066761 - -ENSG00000238658.1 RNU6-625P chr17 78066947 78067053 + -ENSG00000204282.4 TNRC6C-AS1 chr17 78107398 78111799 - -ENSG00000141524.15 TMC6 chr17 78110458 78132407 - -ENSG00000167895.14 TMC8 chr17 78130770 78142968 + -ENSG00000187997.11 C17orf99 chr17 78146353 78166177 + -ENSG00000267679.1 EIF5AP2 chr17 78157403 78159135 + -ENSG00000108639.7 SYNGR2 chr17 78168558 78173527 + -ENSG00000167900.11 TK1 chr17 78174075 78187233 - -ENSG00000183077.15 AFMID chr17 78187317 78207701 + -ENSG00000267624.1 RP11-219G17.6 chr17 78211618 78211908 - -ENSG00000089685.14 BIRC5 chr17 78214186 78225636 + -ENSG00000204278.12 TMEM235 chr17 78231310 78240987 + -ENSG00000267676.1 THA1P chr17 78248493 78254416 - -ENSG00000279886.1 RP11-219G17.8 chr17 78250346 78250932 - -ENSG00000204277.1 RP11-219G17.4 chr17 78261349 78278492 - -ENSG00000267737.1 AC061992.2 chr17 78315729 78347798 + -ENSG00000184557.4 SOCS3 chr17 78356778 78360077 - -ENSG00000266970.1 RP11-806H10.4 chr17 78360453 78373911 + -ENSG00000243870.3 RN7SL236P chr17 78370852 78371135 - -ENSG00000087157.18 PGS1 chr17 78378640 78425114 + -ENSG00000281727.1 AC061992.1 chr17 78398304 78398403 + -ENSG00000200063.1 SNORA30 chr17 78399935 78400063 + -ENSG00000187775.16 DNAH17 chr17 78423697 78577394 - -ENSG00000267432.5 DNAH17-AS1 chr17 78484882 78503056 + -ENSG00000267770.1 RP11-559N14.6 chr17 78522247 78522828 + -ENSG00000243426.3 RN7SL454P chr17 78532813 78533055 - -ENSG00000267123.5 CTD-2357A8.3 chr17 78617389 78632057 - -ENSG00000108669.16 CYTH1 chr17 78674048 78782297 - -ENSG00000279570.1 CTD-2357A8.2 chr17 78691266 78691979 - -ENSG00000252391.1 RNU6-638P chr17 78696694 78696797 - -ENSG00000055483.19 USP36 chr17 78787381 78841441 - -ENSG00000267355.2 RPL9P29 chr17 78845953 78846868 - -ENSG00000035862.12 TIMP2 chr17 78852977 78925387 - -ENSG00000267601.1 RP11-323N12.5 chr17 78855478 78855844 + -ENSG00000178404.9 CEP295NL chr17 78870910 78903217 - -ENSG00000279339.1 CTD-2373H9.3 chr17 78897264 78900152 + -ENSG00000267491.1 CTD-2373H9.5 chr17 78903263 78905024 + -ENSG00000108679.12 LGALS3BP chr17 78971238 78980109 - -ENSG00000171302.16 CANT1 chr17 78991717 79009867 - -ENSG00000265096.1 C1QTNF1-AS1 chr17 79019209 79027655 - -ENSG00000173918.14 C1QTNF1 chr17 79022814 79049788 + -ENSG00000167280.16 ENGASE chr17 79074939 79088599 + -ENSG00000167281.18 RBFOX3 chr17 79089345 79516148 - -ENSG00000266711.1 RP11-398J5.1 chr17 79132722 79136402 + -ENSG00000278460.1 AC020689.1 chr17 79401970 79402032 - -ENSG00000263278.2 CH17-351M24.1 chr17 79598032 79603921 - -ENSG00000266665.1 MIR4739 chr17 79707176 79707249 - -ENSG00000267719.1 HP09025 chr17 79707266 79712317 + -ENSG00000182156.9 ENPP7 chr17 79730919 79742222 + -ENSG00000173894.10 CBX2 chr17 79778132 79787983 + -ENSG00000141570.10 CBX8 chr17 79792132 79801683 - -ENSG00000262768.2 RP11-353N14.1 chr17 79800598 79802529 + -ENSG00000262772.1 RP11-353N14.2 chr17 79823452 79827704 + -ENSG00000141582.14 CBX4 chr17 79833156 79839429 - -ENSG00000262343.1 RP11-353N14.3 chr17 79848058 79850110 - -ENSG00000262585.1 RP11-353N14.5 chr17 79915252 79926725 - -ENSG00000262188.1 RP11-353N14.4 chr17 79919357 79925462 + -ENSG00000167291.15 TBC1D16 chr17 79932343 80035848 - -ENSG00000275516.1 RP11-353N14.7 chr17 79952663 79952992 + -ENSG00000262172.1 CTD-2529O21.1 chr17 79991944 79992841 - -ENSG00000261978.1 CTD-2529O21.2 chr17 80023894 80026107 + -ENSG00000141519.14 CCDC40 chr17 80036632 80100613 + -ENSG00000171298.12 GAA chr17 80101556 80119879 + -ENSG00000141543.9 EIF4A3 chr17 80135214 80147183 - -ENSG00000279259.1 RP11-334C17.3 chr17 80147250 80148596 + -ENSG00000275479.1 RP11-334C17.6 chr17 80149627 80149798 + -ENSG00000141527.16 CARD14 chr17 80169992 80209331 + -ENSG00000262580.5 RP11-334C17.5 chr17 80200673 80205949 - -ENSG00000181523.12 SGSH chr17 80206716 80220923 - -ENSG00000181045.14 SLC26A11 chr17 80219699 80253500 + -ENSG00000173821.19 RNF213 chr17 80260866 80398786 + -ENSG00000262979.1 CTD-2047H16.2 chr17 80315651 80316633 + -ENSG00000276863.1 CTD-2047H16.5 chr17 80333841 80334366 - -ENSG00000280248.1 CTD-2047H16.3 chr17 80339898 80342058 + -ENSG00000263069.5 CTD-2047H16.4 chr17 80351828 80415168 - -ENSG00000173818.16 ENDOV chr17 80415165 80438086 + -ENSG00000264961.1 MIR4730 chr17 80419418 80419493 + -ENSG00000260369.2 CTD-2526A2.2 chr17 80453735 80454729 - -ENSG00000279273.1 CTD-2526A2.4 chr17 80463451 80465593 - -ENSG00000171246.5 NPTX1 chr17 80467148 80477843 - -ENSG00000262000.1 CTD-2526A2.5 chr17 80515215 80515389 + -ENSG00000271340.1 CTD-2526A2.6 chr17 80515657 80515812 + -ENSG00000213128.3 RPL32P31 chr17 80542203 80542605 + -ENSG00000141564.13 RPTOR chr17 80544819 80966371 + -ENSG00000232083.3 RPL31P7 chr17 80602549 80602926 - -ENSG00000262833.1 RP11-28G8.1 chr17 80801640 80805632 - -ENSG00000262313.1 CTD-2561B21.4 chr17 80940418 80942033 - -ENSG00000262662.1 CTD-2561B21.3 chr17 80960766 80961713 - -ENSG00000261924.1 CTD-2561B21.5 chr17 80966239 80971213 - -ENSG00000240270.1 RPL12P37 chr17 80976454 80976948 + -ENSG00000176108.9 CHMP6 chr17 80991598 81009517 + -ENSG00000263218.2 CTD-2561B21.7 chr17 80999509 81000130 - -ENSG00000280351.2 CTD-2561B21.8 chr17 81003335 81005132 + -ENSG00000262873.1 CTD-2561B21.11 chr17 81017969 81020011 - -ENSG00000262098.1 CTD-2561B21.10 chr17 81023545 81025503 - -ENSG00000226137.5 BAIAP2-AS1 chr17 81029130 81034881 - -ENSG00000175866.15 BAIAP2 chr17 81035122 81117432 + -ENSG00000181409.11 AATK chr17 81117295 81166077 - -ENSG00000207736.1 MIR657 chr17 81125276 81125373 - -ENSG00000211563.3 AC115099.1 chr17 81125870 81125978 - -ENSG00000221025.1 MIR1250 chr17 81133196 81133308 - -ENSG00000263167.1 RP11-149I9.2 chr17 81135771 81136256 + -ENSG00000225180.6 AATK-AS1 chr17 81165507 81183164 + -ENSG00000141577.13 CEP131 chr17 81189593 81222999 - -ENSG00000262115.1 RP11-455O6.2 chr17 81197393 81200288 + -ENSG00000167302.9 ENTHD2 chr17 81228277 81239091 - -ENSG00000260005.6 AC027601.1 chr17 81228707 81233983 + -ENSG00000224877.3 C17orf89 chr17 81239239 81241281 + -ENSG00000157637.12 SLC38A10 chr17 81245000 81295547 - -ENSG00000276101.1 RP11-455O6.8 chr17 81251194 81251803 + -ENSG00000279187.1 RP11-455O6.5 chr17 81262920 81265401 + -ENSG00000185168.5 LINC00482 chr17 81303771 81309248 - -ENSG00000185332.6 TMEM105 chr17 81311270 81330674 - -ENSG00000275542.1 RP11-455O6.9 chr17 81339183 81339691 - -ENSG00000275966.1 RP11-1055B8.9 chr17 81345476 81345966 - -ENSG00000263154.1 RP11-1055B8.2 chr17 81362272 81374214 + -ENSG00000262223.6 RP11-1055B8.3 chr17 81376001 81385360 - -ENSG00000274833.1 RP11-1055B8.10 chr17 81387415 81387766 + -ENSG00000262877.4 RP11-1055B8.4 chr17 81388126 81390256 - -ENSG00000266074.8 BAHCC1 chr17 81395475 81466332 + -ENSG00000279692.1 RP11-1055B8.1 chr17 81395609 81397144 - -ENSG00000266392.1 MIR4740 chr17 81400716 81400778 - -ENSG00000266189.1 MIR3186 chr17 81451104 81451188 - -ENSG00000263271.1 RP11-1055B8.8 chr17 81461013 81461937 - -ENSG00000278200.1 RP13-766D20.4 chr17 81480523 81481570 - -ENSG00000184009.9 ACTG1 chr17 81509971 81523847 - -ENSG00000266077.1 AC139149.1 chr17 81511026 81511109 - -ENSG00000229947.1 RP13-766D20.1 chr17 81513063 81513184 + -ENSG00000229848.1 RP13-766D20.2 chr17 81514047 81527776 + -ENSG00000186765.11 FSCN2 chr17 81528396 81537130 + -ENSG00000185504.16 FAAP100 chr17 81539885 81553961 - -ENSG00000182446.13 NPLOC4 chr17 81556887 81648465 - -ENSG00000207021.1 Y_RNA chr17 81573490 81573602 + -ENSG00000182612.10 TSPAN10 chr17 81637171 81648749 + -ENSG00000185527.11 PDE6G chr17 81650459 81663112 - -ENSG00000204237.4 OXLD1 chr17 81665036 81666635 - -ENSG00000185298.12 CCDC137 chr17 81666364 81673904 + -ENSG00000263853.1 AC139530.1 chr17 81676001 81676086 + -ENSG00000214087.8 ARL16 chr17 81681174 81683924 - -ENSG00000185359.12 HGS chr17 81683326 81703138 + -ENSG00000277784.1 MIR6786 chr17 81693757 81693869 + -ENSG00000275902.1 RP13-1032I1.11 chr17 81697025 81697714 - -ENSG00000262049.1 RP13-1032I1.7 chr17 81701324 81703300 - -ENSG00000262814.6 MRPL12 chr17 81703357 81707526 + -ENSG00000262660.1 RP13-1032I1.10 chr17 81703371 81720539 + -ENSG00000183048.11 SLC25A10 chr17 81712236 81721016 + -ENSG00000281517.1 Metazoa_SRP chr17 81718849 81719095 - -ENSG00000215644.9 GCGR chr17 81804132 81814013 + -ENSG00000225663.7 FAM195B chr17 81822361 81833302 - -ENSG00000182676.4 PPP1R27 chr17 81833492 81835050 - -ENSG00000185624.14 P4HB chr17 81843159 81860694 - -ENSG00000262831.1 RP11-498C9.2 chr17 81843165 81843958 + -ENSG00000278876.1 RP11-498C9.4 chr17 81862778 81863102 + -ENSG00000262413.1 RP11-498C9.3 chr17 81867721 81868552 + -ENSG00000141522.11 ARHGDIA chr17 81867721 81871406 - -ENSG00000263731.1 RP11-498C9.15 chr17 81878425 81881106 - -ENSG00000263859.1 RP11-498C9.16 chr17 81878667 81879557 + -ENSG00000183684.7 ALYREF chr17 81887844 81891586 - -ENSG00000141552.17 ANAPC11 chr17 81890790 81900991 + -ENSG00000183979.7 NPB chr17 81900745 81902905 + -ENSG00000185813.10 PCYT2 chr17 81900965 81911464 - -ENSG00000187531.13 SIRT7 chr17 81911939 81921323 - -ENSG00000197063.10 MAFG chr17 81918270 81927714 - -ENSG00000264769.1 RP11-498C9.12 chr17 81922899 81924511 + -ENSG00000265688.1 MAFG-AS1 chr17 81927829 81930753 + -ENSG00000183010.16 PYCR1 chr17 81932384 81942412 - -ENSG00000263585.1 RP11-498C9.13 chr17 81932398 81933058 + -ENSG00000185105.4 MYADML2 chr17 81939645 81947233 - -ENSG00000235296.1 AC137723.5 chr17 81941869 81947601 + -ENSG00000185269.11 NOTUM chr17 81952507 81961840 - -ENSG00000264735.1 RP11-498C9.17 chr17 81965632 81966589 - -ENSG00000169696.15 ASPSCR1 chr17 81976807 82017406 + -ENSG00000169689.14 STRA13 chr17 82018702 82024107 - -ENSG00000169683.7 LRRC45 chr17 82023302 82031151 + -ENSG00000275682.1 AC137723.1 chr17 82024633 82024692 + -ENSG00000169750.8 RAC3 chr17 82031624 82034204 + -ENSG00000169738.7 DCXR chr17 82035136 82037732 - -ENSG00000279372.1 RP11-1182P23.5 chr17 82035403 82035800 - -ENSG00000264569.1 RP13-650J16.1 chr17 82037905 82039380 + -ENSG00000169733.11 RFNG chr17 82047902 82051831 - -ENSG00000169727.12 GPS1 chr17 82050691 82057470 + -ENSG00000169718.17 DUS1L chr17 82057506 82065887 - -ENSG00000169710.6 FASN chr17 82078338 82098332 - -ENSG00000176155.18 CCDC57 chr17 82101460 82212830 - -ENSG00000265678.1 RP11-1376P16.2 chr17 82153430 82154815 + -ENSG00000266654.1 RP11-1376P16.1 chr17 82160056 82160452 + -ENSG00000264548.1 RP13-516M14.2 chr17 82214227 82217352 + -ENSG00000141526.14 SLC16A3 chr17 82228397 82261129 + -ENSG00000275505.1 MIR6787 chr17 82236668 82236728 + -ENSG00000141551.14 CSNK1D chr17 82239023 82273731 - -ENSG00000275888.1 RP13-516M14.10 chr17 82244770 82245591 + -ENSG00000280407.2 RP13-516M14.8 chr17 82249067 82251844 + -ENSG00000265692.1 RP13-516M14.4 chr17 82290046 82292814 - -ENSG00000260563.3 RP13-516M14.1 chr17 82293716 82294910 + -ENSG00000173762.7 CD7 chr17 82314868 82317602 - -ENSG00000141574.7 SECTM1 chr17 82321024 82334074 - -ENSG00000182459.4 TEX19 chr17 82359247 82363776 + -ENSG00000278964.1 RP13-20L14.2 chr17 82362349 82363196 - -ENSG00000181408.3 UTS2R chr17 82374230 82375586 + -ENSG00000260011.2 RP13-20L14.1 chr17 82381110 82382690 - -ENSG00000181396.12 OGFOD3 chr17 82389223 82418637 - -ENSG00000264812.1 RP13-20L14.4 chr17 82400703 82401382 - -ENSG00000201239.1 Y_RNA chr17 82417226 82417321 + -ENSG00000169660.15 HEXDC chr17 82418318 82442645 + -ENSG00000279066.1 HEXDC-IT1 chr17 82425498 82427310 + -ENSG00000178927.16 C17orf62 chr17 82442589 82450829 - -ENSG00000265458.1 RP13-20L14.6 chr17 82454273 82458521 - -ENSG00000141562.17 NARF chr17 82458180 82490537 + -ENSG00000279744.1 RP13-20L14.10 chr17 82462601 82464255 + -ENSG00000266445.1 RP13-991F5.2 chr17 82476597 82477924 - -ENSG00000266236.1 NARF-IT1 chr17 82482098 82483388 + -ENSG00000141568.19 FOXK2 chr17 82519713 82644662 + -ENSG00000265136.1 RP13-638C3.6 chr17 82576616 82577391 - -ENSG00000262652.1 RP13-638C3.2 chr17 82578023 82578616 + -ENSG00000262147.1 RP13-638C3.3 chr17 82587313 82588411 - -ENSG00000261845.2 RP13-638C3.4 chr17 82602989 82604178 - -ENSG00000141580.15 WDR45B chr17 82614562 82648553 - -ENSG00000279613.1 RP13-638C3.5 chr17 82648849 82650657 + -ENSG00000141542.10 RAB40B chr17 82654973 82698728 - -ENSG00000266107.1 MIR4525 chr17 82668233 82668307 - -ENSG00000263063.1 RP11-388C12.1 chr17 82713908 82716255 - -ENSG00000141560.14 FN3KRP chr17 82716683 82730328 + -ENSG00000280575.1 AC024361.1 chr17 82718516 82718640 - -ENSG00000263321.1 RP11-388C12.5 chr17 82729164 82734143 - -ENSG00000167363.13 FN3K chr17 82735575 82751197 + -ENSG00000262410.1 RP11-388C12.8 chr17 82745068 82745709 + -ENSG00000141556.20 TBCD chr17 82752064 82945922 + -ENSG00000264383.1 AC068014.1 chr17 82777954 82778039 - -ENSG00000265461.1 AC068014.2 chr17 82778477 82778574 - -ENSG00000263098.1 RP11-567O16.1 chr17 82795486 82796095 - -ENSG00000141579.6 ZNF750 chr17 82829435 82840578 - -ENSG00000262663.1 RP11-497H17.1 chr17 82918282 82918785 + -ENSG00000175711.8 B3GNTL1 chr17 82942155 83051810 - -ENSG00000262339.5 RP11-1197K16.2 chr17 82978525 82981738 + -ENSG00000176845.12 METRNL chr17 83079691 83095119 + -ENSG00000274370.1 AC144831.3 chr17 83098377 83098987 + -ENSG00000261888.1 AC144831.1 chr17 83104255 83106910 + -ENSG00000279143.1 AC139099.7 chr17 83132647 83136150 - -ENSG00000262898.1 AC139099.4 chr17 83144131 83177607 + -ENSG00000262952.1 AC139099.6 chr17 83211996 83221190 + -ENSG00000262094.1 AC139099.5 chr17 83220527 83227721 - -ENSG00000232938.2 RPL23AP87 chr17 83226897 83240804 + -ENSG00000262352.1 AP005530.1 chr18 11103 15928 + -ENSG00000263305.1 AP005530.2 chr18 14195 16898 - -ENSG00000262181.1 RP11-683L23.2 chr18 45004 45556 + -ENSG00000173213.8 TUBB8P12 chr18 47221 73545 - -ENSG00000262081.2 IL9RP4 chr18 80140 88570 - -ENSG00000274446.1 RP11-683L23.6 chr18 94202 94330 - -ENSG00000263006.6 ROCK1P1 chr18 109065 122219 + -ENSG00000277521.1 MIR8078 chr18 112256 112339 - -ENSG00000101557.14 USP14 chr18 158383 214629 + -ENSG00000079134.11 THOC1 chr18 214520 268050 - -ENSG00000263884.1 RP11-705O1.8 chr18 268148 270278 + -ENSG00000264514.1 RP11-720L2.4 chr18 316737 319165 + -ENSG00000158270.11 COLEC12 chr18 316740 500722 - -ENSG00000265477.1 RP11-720L2.2 chr18 423744 424416 - -ENSG00000264265.1 RP11-14P20.1 chr18 508568 515294 - -ENSG00000177143.4 CETN1 chr18 580357 582114 + -ENSG00000222174.1 RN7SKP146 chr18 586517 586850 - -ENSG00000079101.16 CLUL1 chr18 596988 650334 + -ENSG00000239158.1 AP001178.1 chr18 603166 603258 - -ENSG00000176912.3 TYMSOS chr18 641320 658340 - -ENSG00000266456.1 RP11-806L2.2 chr18 650229 652843 + -ENSG00000263727.1 RP11-806L2.5 chr18 653985 657259 - -ENSG00000176890.15 TYMS chr18 657604 673578 + -ENSG00000132199.18 ENOSF1 chr18 670324 712676 - -ENSG00000265490.1 RP11-806L2.6 chr18 706523 707648 + -ENSG00000176105.13 YES1 chr18 721588 812546 - -ENSG00000266171.1 RP11-769O8.1 chr18 735746 737459 + -ENSG00000264339.1 RP11-769O8.2 chr18 738058 739444 + -ENSG00000264635.1 RP11-769O8.3 chr18 738058 739662 - -ENSG00000206687.1 RNU1-109P chr18 797989 798135 - -ENSG00000273355.1 RP11-672L10.6 chr18 813274 813756 + -ENSG00000266575.1 BOLA2P1 chr18 832238 832469 + -ENSG00000264179.1 RP11-672L10.5 chr18 856526 857045 + -ENSG00000265671.1 RP11-672L10.3 chr18 894435 907680 - -ENSG00000265179.6 RP11-672L10.2 chr18 902766 906667 - -ENSG00000141433.12 ADCYAP1 chr18 904943 912172 + -ENSG00000259837.1 RP11-672L10.1 chr18 926083 927993 - -ENSG00000272461.1 RP11-689C9.1 chr18 962592 976883 - -ENSG00000263551.5 RP11-78F17.1 chr18 976589 1174823 + -ENSG00000263505.1 RP11-78F17.3 chr18 1159198 1160404 - -ENSG00000266251.1 COX6CP3 chr18 1176790 1177012 - -ENSG00000132204.13 LINC00470 chr18 1254383 1408344 - -ENSG00000199197.1 RN7SKP72 chr18 1323794 1324085 - -ENSG00000263396.1 RP11-288C17.3 chr18 1357651 1357942 + -ENSG00000265417.1 RP11-288C17.1 chr18 1362445 1363873 - -ENSG00000266602.1 RP11-476K15.1 chr18 1509183 1647097 + -ENSG00000266450.1 CTD-2015H3.2 chr18 1655177 1779955 + -ENSG00000264080.1 CTD-2015H3.1 chr18 1780329 1782064 + -ENSG00000263745.5 RP11-161I6.2 chr18 1883524 2240847 - -ENSG00000264189.1 CTD-2533G20.1 chr18 1927727 1929094 - -ENSG00000101574.14 METTL4 chr18 2537525 2571509 - -ENSG00000238575.1 snoU109 chr18 2555358 2555492 + -ENSG00000266783.1 RP11-715F3.2 chr18 2561172 2562220 - -ENSG00000264150.1 RP11-715F3.1 chr18 2568392 2569122 + -ENSG00000080986.12 NDC80 chr18 2571511 2616635 + -ENSG00000235422.1 KATNBL1P3 chr18 2593674 2594913 - -ENSG00000202224.1 Y_RNA chr18 2621090 2621201 + -ENSG00000200875.1 RNU6-340P chr18 2649761 2649867 - -ENSG00000266405.3 CBX3P2 chr18 2652170 2655395 - -ENSG00000101596.14 SMCHD1 chr18 2655738 2805017 + -ENSG00000266049.1 RP11-703M24.5 chr18 2688564 2833065 - -ENSG00000207034.1 Y_RNA chr18 2778941 2779057 + -ENSG00000132205.10 EMILIN2 chr18 2847030 2915993 + -ENSG00000101577.9 LPIN2 chr18 2916994 3013315 - -ENSG00000272625.1 RP11-737O24.5 chr18 2920966 2921685 + -ENSG00000263606.1 RP11-737O24.3 chr18 2945550 2946890 - -ENSG00000265907.1 RP11-737O24.2 chr18 2948238 2960756 + -ENSG00000266397.1 RP11-737O24.1 chr18 2967018 2985410 + -ENSG00000264186.1 SNRPCP4 chr18 2990652 2991078 + -ENSG00000277447.1 RP11-193E15.4 chr18 3025069 3025387 - -ENSG00000252258.1 SNORA70 chr18 3025434 3025566 - -ENSG00000101605.12 MYOM1 chr18 3066807 3220108 - -ENSG00000252353.1 RNU7-25P chr18 3093568 3093629 + -ENSG00000265399.1 RP13-270P17.2 chr18 3190397 3247277 + -ENSG00000272688.1 RP13-270P17.3 chr18 3246401 3247086 - -ENSG00000101608.12 MYL12A chr18 3247481 3256236 + -ENSG00000264235.5 RP13-270P17.1 chr18 3255436 3261850 - -ENSG00000118680.12 MYL12B chr18 3261909 3278284 + -ENSG00000266578.1 RP11-838N2.5 chr18 3284145 3327292 + -ENSG00000259256.1 RP11-838N2.3 chr18 3347776 3350559 - -ENSG00000240364.1 RPL31P59 chr18 3377916 3378247 - -ENSG00000265243.1 IGLJCOR18 chr18 3394889 3395312 + -ENSG00000243720.1 RPL21P127 chr18 3406342 3406818 - -ENSG00000177426.20 TGIF1 chr18 3411608 3459978 + -ENSG00000263460.1 BOD1P1 chr18 3415145 3415580 + -ENSG00000266835.5 GAPLINC chr18 3466250 3478978 + -ENSG00000170579.14 DLGAP1 chr18 3496032 4455335 - -ENSG00000241223.3 RN7SL39P chr18 3571215 3571511 - -ENSG00000266373.1 RP11-710M11.1 chr18 3580169 3580754 + -ENSG00000177337.7 DLGAP1-AS1 chr18 3593732 3598352 + -ENSG00000262001.1 DLGAP1-AS2 chr18 3603000 3608336 + -ENSG00000266401.1 RP11-874J12.4 chr18 3653410 3656282 + -ENSG00000266513.1 RP11-874J12.3 chr18 3770017 3771430 - -ENSG00000263724.1 DLGAP1-AS3 chr18 3878180 3897069 + -ENSG00000275518.1 MIR6718 chr18 3885353 3885432 + -ENSG00000207278.1 RNU6-831P chr18 3894699 3894805 - -ENSG00000263878.1 DLGAP1-AS4 chr18 3962353 4013943 + -ENSG00000250933.1 GAPDHP66 chr18 3977649 3978615 - -ENSG00000261520.5 DLGAP1-AS5 chr18 4264602 4295405 + -ENSG00000264246.1 RP11-138C24.2 chr18 4430945 4431152 + -ENSG00000265545.1 RP11-183C12.1 chr18 4459230 4459458 + -ENSG00000266268.5 RP11-172F10.1 chr18 4775054 5004537 - -ENSG00000222463.1 AP005138.1 chr18 4988092 4988169 - -ENSG00000264775.1 PPIAP14 chr18 5002759 5003254 - -ENSG00000265514.1 RP11-92G19.2 chr18 5081182 5095815 + -ENSG00000215368.5 BOD1P2 chr18 5132749 5133229 - -ENSG00000231824.3 C18orf42 chr18 5145285 5197503 - -ENSG00000266153.1 RP11-190I17.2 chr18 5159332 5171026 + -ENSG00000265091.5 RP11-835E18.5 chr18 5232876 5238526 - -ENSG00000264575.1 LINC00526 chr18 5236724 5238598 - -ENSG00000263753.6 LINC00667 chr18 5237826 5246508 + -ENSG00000265188.1 RP11-835E18.4 chr18 5240255 5241167 - -ENSG00000198081.10 ZBTB14 chr18 5289019 5297053 - -ENSG00000264254.1 CTD-3096M3.1 chr18 5310396 5317664 + -ENSG00000266288.1 CTD-3096M3.2 chr18 5381641 5385330 - -ENSG00000082397.15 EPB41L3 chr18 5392381 5630700 - -ENSG00000265316.1 RP11-286N3.1 chr18 5463627 5480975 + -ENSG00000264000.1 RP11-286N3.2 chr18 5567130 5570942 + -ENSG00000252432.1 AP001032.1 chr18 5661945 5662050 - -ENSG00000261738.6 MIR3976HG chr18 5748819 5876328 + -ENSG00000272380.1 MIR3976 chr18 5840695 5840833 + -ENSG00000206432.4 TMEM200C chr18 5882072 5895955 - -ENSG00000264449.5 RP11-945C19.4 chr18 5887487 5909122 + -ENSG00000154655.14 L3MBTL4 chr18 5954706 6415237 - -ENSG00000265487.1 RP11-793A3.1 chr18 5956101 5960785 + -ENSG00000200637.1 RNU5F-3P chr18 6017723 6017839 - -ENSG00000266846.1 RP11-793A3.2 chr18 6025091 6082455 + -ENSG00000264707.1 L3MBTL4-AS1 chr18 6256747 6260934 + -ENSG00000279885.1 RP11-637N19.1 chr18 6394847 6398020 - -ENSG00000199272.1 RNU6-349P chr18 6454962 6455068 + -ENSG00000235552.4 RPL6P27 chr18 6462144 6463015 - -ENSG00000266065.1 CTD-2124B20.2 chr18 6493420 6495668 + -ENSG00000265944.1 LINC01387 chr18 6511416 6590653 + -ENSG00000265174.1 CTD-2124B20.3 chr18 6557822 6558654 + -ENSG00000243591.3 RN7SL282P chr18 6601540 6601836 + -ENSG00000261627.1 RP11-91I8.1 chr18 6641971 6642478 - -ENSG00000279479.1 RP11-91I8.2 chr18 6727053 6728981 + -ENSG00000266441.1 RP11-91I8.3 chr18 6728821 6729862 - -ENSG00000088756.12 ARHGAP28 chr18 6729718 6915716 + -ENSG00000263797.1 RP11-146G7.2 chr18 6873399 6875024 - -ENSG00000265933.5 LINC00668 chr18 6919496 6929966 - -ENSG00000264127.1 SCML2P1 chr18 6926944 6928210 + -ENSG00000251897.1 RNU6-916P chr18 6936912 6937020 - -ENSG00000101680.13 LAMA1 chr18 6941744 7117814 - -ENSG00000265069.1 RP11-781P6.1 chr18 6954677 6957419 + -ENSG00000264475.1 RP11-76K13.3 chr18 7076817 7080123 + -ENSG00000263716.1 SLC25A51P2 chr18 7134931 7135819 + -ENSG00000206422.2 LRRC30 chr18 7231125 7232047 + -ENSG00000212626.1 SNORA48 chr18 7301020 7301153 - -ENSG00000173482.16 PTPRM chr18 7566782 8406861 + -ENSG00000221631.1 AP000897.1 chr18 7738111 7738225 - -ENSG00000266767.1 RP11-678G15.2 chr18 7741310 7754831 - -ENSG00000264596.1 RP11-678G15.1 chr18 7814118 7815730 + -ENSG00000263827.1 AP005118.1 chr18 7840937 7841060 + -ENSG00000199856.2 U3 chr18 7995570 7995785 + -ENSG00000273368.1 RP11-376P6.3 chr18 8154558 8155070 + -ENSG00000212067.1 AP005227.1 chr18 8227103 8227185 - -ENSG00000266149.1 RP11-789C17.3 chr18 8360820 8367034 - -ENSG00000265413.1 RP11-789C17.1 chr18 8402847 8405161 + -ENSG00000263970.1 RP11-789C17.5 chr18 8406761 8406953 - -ENSG00000266613.1 RFWD2P1 chr18 8412129 8414304 + -ENSG00000242985.3 RN7SL50P chr18 8471831 8472128 + -ENSG00000229442.2 THEMIS3P chr18 8486997 8513849 + -ENSG00000225212.4 AKR1B1P6 chr18 8545635 8546817 + -ENSG00000206418.3 RAB12 chr18 8609445 8639381 + -ENSG00000266708.1 RP11-661O13.1 chr18 8635179 8636347 - -ENSG00000263935.1 TOMM20P3 chr18 8688022 8688410 - -ENSG00000265962.1 GACAT2 chr18 8695856 8707621 - -ENSG00000168502.17 MTCL1 chr18 8705661 8832778 + -ENSG00000252319.1 Y_RNA chr18 8720034 8720132 - -ENSG00000272788.1 RP11-674N23.4 chr18 8801656 8802305 + -ENSG00000242058.2 RPS4XP19 chr18 9020029 9020764 + -ENSG00000178127.12 NDUFV2 chr18 9102630 9134345 + -ENSG00000265257.5 RP11-21J18.1 chr18 9102736 9254346 + -ENSG00000263847.1 RP11-143J12.3 chr18 9112404 9115877 - -ENSG00000266053.2 NDUFV2-AS1 chr18 9121265 9136645 - -ENSG00000101745.15 ANKRD12 chr18 9136228 9285985 + -ENSG00000200883.1 Y_RNA chr18 9249649 9249746 - -ENSG00000207092.1 Y_RNA chr18 9250110 9250211 + -ENSG00000273284.1 RP11-888D10.4 chr18 9259388 9260390 + -ENSG00000264964.1 RP11-888D10.3 chr18 9315194 9334441 - -ENSG00000128791.11 TWSG1 chr18 9334767 9402420 + -ENSG00000273335.1 RP11-61L19.2 chr18 9473421 9474006 - -ENSG00000017797.11 RALBP1 chr18 9475009 9538116 + -ENSG00000266805.1 RP11-61L19.1 chr18 9506242 9509726 + -ENSG00000251994.1 RNU2-27P chr18 9518119 9518260 - -ENSG00000273352.1 RP11-61L19.3 chr18 9519449 9520199 + -ENSG00000154845.15 PPP4R1 chr18 9546791 9615240 - -ENSG00000266541.1 RP11-881L2.1 chr18 9587386 9590182 + -ENSG00000263627.1 PPP4R1-AS1 chr18 9615264 9619363 + -ENSG00000212572.1 RNU6-903P chr18 9617964 9618072 - -ENSG00000264644.1 KRT18P8 chr18 9678248 9679493 - -ENSG00000168461.12 RAB31 chr18 9708165 9862551 + -ENSG00000266891.1 RP11-692N5.2 chr18 9734882 9735602 - -ENSG00000266127.1 ZNF415P1 chr18 9785108 9787805 + -ENSG00000242651.3 RN7SL862P chr18 9830330 9830627 - -ENSG00000252680.1 RNA5SP449 chr18 9844717 9844846 - -ENSG00000265564.1 PIGPP4 chr18 9880580 9880886 - -ENSG00000168454.11 TXNDC2 chr18 9885726 9889275 + -ENSG00000272799.1 RP11-474N24.6 chr18 9912316 9912849 - -ENSG00000101558.13 VAPA chr18 9914002 9960021 + -ENSG00000223138.1 RNA5SP450 chr18 9923920 9924021 + -ENSG00000263630.1 AP005271.1 chr18 10005100 10005197 - -ENSG00000265554.1 RP11-419J16.1 chr18 10125340 10144406 + -ENSG00000264876.1 RP11-138E9.2 chr18 10323132 10372380 - -ENSG00000266102.1 RP11-243E13.2 chr18 10375103 10378114 + -ENSG00000260913.1 LINC01254 chr18 10405133 10414515 - -ENSG00000154856.12 APCDD1 chr18 10454628 10489948 + -ENSG00000134265.12 NAPG chr18 10525905 10552761 + -ENSG00000265728.1 RP11-883A18.3 chr18 10594590 10604798 + -ENSG00000266604.1 RP11-856M7.6 chr18 10612304 10626353 - -ENSG00000264503.1 RP11-856M7.7 chr18 10622123 10622267 - -ENSG00000264311.1 CCDC58P1 chr18 10623876 10624305 - -ENSG00000264072.1 RP11-856M7.4 chr18 10627646 10628846 - -ENSG00000266470.1 RP11-856M7.8 chr18 10632238 10632396 + -ENSG00000265038.1 PMM2P1 chr18 10636670 10637399 + -ENSG00000260779.1 RP11-856M7.1 chr18 10661933 10666887 + -ENSG00000154864.11 PIEZO2 chr18 10666483 11148762 - -ENSG00000264843.1 RP11-856M7.2 chr18 10704297 10709599 + -ENSG00000264714.1 RP11-21G15.1 chr18 10724619 10728539 + -ENSG00000274838.1 MIR6788 chr18 10759584 10759649 - -ENSG00000263952.5 RP11-513M1.1 chr18 10893617 10908783 + -ENSG00000263682.1 RP11-93H10.1 chr18 11326270 11328832 + -ENSG00000267051.1 RP11-128P17.2 chr18 11366913 11378409 - -ENSG00000273119.1 RP11-128P17.4 chr18 11390033 11390729 - -ENSG00000267564.1 RP11-128P17.3 chr18 11447756 11489369 - -ENSG00000267425.1 RP11-128P17.1 chr18 11454478 11465996 + -ENSG00000267252.5 LINC01255 chr18 11488570 11506983 + -ENSG00000267371.1 RP11-712C7.2 chr18 11552366 11552847 + -ENSG00000236396.6 SLC35G4 chr18 11609596 11610612 + -ENSG00000267794.1 RP11-677O4.5 chr18 11618208 11618315 + -ENSG00000257513.7 NPIPB1P chr18 11619509 11639699 - -ENSG00000267143.1 RP11-677O4.6 chr18 11620717 11621158 - -ENSG00000267773.1 RP11-677O4.4 chr18 11644336 11644824 + -ENSG00000260759.1 RP11-677O4.2 chr18 11666456 11670165 - -ENSG00000141404.15 GNAL chr18 11688956 11885685 + -ENSG00000267333.1 ASNSP6 chr18 11745626 11747581 + -ENSG00000267455.1 RP11-78A19.2 chr18 11810406 11811484 - -ENSG00000255112.2 CHMP1B chr18 11851396 11854449 + -ENSG00000267165.1 RP11-78A19.3 chr18 11851414 11852751 - -ENSG00000272703.1 RP11-78A19.4 chr18 11857155 11857554 - -ENSG00000154889.16 MPPE1 chr18 11882622 11909223 - -ENSG00000273141.1 RP11-820I16.4 chr18 11908712 11909223 + -ENSG00000267079.1 RP11-820I16.1 chr18 11910634 11914344 - -ENSG00000267661.1 RP11-820I16.2 chr18 11928838 11929476 + -ENSG00000141401.11 IMPA2 chr18 11981025 12030883 + -ENSG00000266955.1 RP11-820I16.3 chr18 11993988 11994938 - -ENSG00000267480.1 RP11-703I16.1 chr18 12031178 12032181 - -ENSG00000266995.1 RP11-703I16.3 chr18 12040101 12040300 - -ENSG00000267292.1 RP11-703I16.2 chr18 12050309 12050672 - -ENSG00000212712.2 AP002414.1 chr18 12056676 12057822 - -ENSG00000267533.1 RP11-815J4.7 chr18 12067173 12068417 - -ENSG00000256616.3 RP11-815J4.6 chr18 12073232 12076654 - -ENSG00000267722.1 RP11-815J4.1 chr18 12081540 12085267 + -ENSG00000267478.1 RP11-815J4.5 chr18 12091674 12093141 - -ENSG00000181626.11 ANKRD62 chr18 12093853 12129749 + -ENSG00000200827.1 RNU6-324P chr18 12098427 12098532 + -ENSG00000267162.1 SDHDP1 chr18 12101997 12102470 - -ENSG00000267116.1 RP11-64C12.7 chr18 12192203 12192934 - -ENSG00000279285.1 RP11-64C12.5 chr18 12199345 12200089 + -ENSG00000267643.1 RP11-64C12.4 chr18 12200779 12201979 + -ENSG00000267733.5 RP11-64C12.3 chr18 12201982 12223539 + -ENSG00000267076.1 CCDC58P3 chr18 12211378 12211807 + -ENSG00000267247.1 RP11-64C12.6 chr18 12230411 12231573 - -ENSG00000267663.1 RP11-64C12.9 chr18 12246589 12247055 + -ENSG00000176194.17 CIDEA chr18 12254319 12277595 + -ENSG00000280302.1 RP11-64C12.1 chr18 12279427 12282739 + -ENSG00000267069.1 RP11-64C12.8 chr18 12288308 12291488 + -ENSG00000199702.1 RNU6-170P chr18 12304091 12304194 - -ENSG00000176014.12 TUBB6 chr18 12307669 12344320 + -ENSG00000141385.9 AFG3L2 chr18 12328944 12377314 - -ENSG00000251937.1 RNU7-129P chr18 12400412 12400473 + -ENSG00000141391.13 SLMO1 chr18 12407896 12432238 + -ENSG00000267108.1 RP11-861E21.1 chr18 12432897 12437635 + -ENSG00000267199.1 RP11-861E21.2 chr18 12438890 12448205 + -ENSG00000134278.14 SPIRE1 chr18 12446512 12658134 - -ENSG00000267515.1 RP11-861E21.3 chr18 12450447 12451042 + -ENSG00000128789.20 PSMG2 chr18 12658043 12725740 + -ENSG00000101624.10 CEP76 chr18 12661833 12702777 - -ENSG00000267249.1 RP11-973H7.3 chr18 12670426 12671145 - -ENSG00000266961.1 RP11-973H7.5 chr18 12738965 12750068 - -ENSG00000267654.1 RP11-973H7.4 chr18 12739490 12749421 - -ENSG00000201466.1 Y_RNA chr18 12760717 12760818 + -ENSG00000260302.1 RP11-973H7.1 chr18 12774651 12775923 - -ENSG00000175354.18 PTPN2 chr18 12785478 12929643 - -ENSG00000267570.1 STK25P1 chr18 12911186 12912023 + -ENSG00000267336.1 EIF4A2P1 chr18 12912844 12913906 + -ENSG00000085415.15 SEH1L chr18 12947133 12987536 + -ENSG00000266969.1 RP11-773H22.4 chr18 12984694 12991173 - -ENSG00000101639.18 CEP192 chr18 12991362 13125052 + -ENSG00000267656.1 RP11-807E13.3 chr18 13139780 13140489 - -ENSG00000267032.1 RP11-807E13.2 chr18 13151637 13152689 - -ENSG00000267286.1 RP11-794M8.2 chr18 13183402 13185617 - -ENSG00000278652.1 AP001198.1 chr18 13195652 13195703 - -ENSG00000267239.1 RP11-794M8.1 chr18 13203774 13216367 - -ENSG00000168675.18 LDLRAD4 chr18 13217498 13652755 + -ENSG00000267177.1 RP11-756J15.3 chr18 13234945 13236470 - -ENSG00000279020.1 C18orf15 chr18 13239543 13242076 + -ENSG00000279275.1 RP11-756J15.2 chr18 13279415 13280110 - -ENSG00000267393.1 RP11-691H4.3 chr18 13362203 13366243 - -ENSG00000267690.1 LDLRAD4-AS1 chr18 13419421 13427480 - -ENSG00000266146.1 MIR5190 chr18 13459947 13460026 + -ENSG00000267694.1 RP11-691H4.4 chr18 13461020 13470823 - -ENSG00000267529.3 RP11-53B2.1 chr18 13471012 13472709 - -ENSG00000267702.1 RP11-53B2.2 chr18 13486462 13490676 + -ENSG00000267366.1 RP11-53B2.5 chr18 13500641 13501289 - -ENSG00000267136.1 RP11-53B2.3 chr18 13514520 13522888 - -ENSG00000272746.1 RP11-53B2.6 chr18 13526078 13526688 + -ENSG00000267503.1 RP11-53B2.4 chr18 13561399 13565035 - -ENSG00000263527.1 MIR4526 chr18 13611114 13611200 + -ENSG00000266954.1 RP11-701H16.4 chr18 13644815 13645685 - -ENSG00000177150.12 FAM210A chr18 13663347 13726663 - -ENSG00000279962.1 RP11-720L3.1 chr18 13710249 13710484 - -ENSG00000242707.3 RN7SL362P chr18 13715102 13715368 - -ENSG00000101654.17 RNMT chr18 13726660 13764558 + -ENSG00000211528.2 AP001525.1 chr18 13823915 13823986 - -ENSG00000176136.5 MC5R chr18 13824155 13826743 + -ENSG00000185231.4 MC2R chr18 13882044 13915707 - -ENSG00000243779.1 RP11-681N23.1 chr18 13919603 13919923 - -ENSG00000279352.1 RP11-411B10.7 chr18 14010054 14010917 + -ENSG00000270469.1 RP11-411B10.8 chr18 14053951 14054761 + -ENSG00000175322.11 ZNF519 chr18 14057457 14132490 - -ENSG00000267756.1 RP11-411B10.4 chr18 14074912 14075741 - -ENSG00000267150.1 RP11-411B10.2 chr18 14089935 14091019 + -ENSG00000267356.1 RP11-411B10.3 chr18 14104542 14105226 + -ENSG00000252234.1 AC006557.1 chr18 14118594 14118702 - -ENSG00000267704.1 RP11-411B10.6 chr18 14137710 14139272 + -ENSG00000267324.1 RP11-411B10.5 chr18 14143596 14151139 - -ENSG00000175319.3 NF1P5 chr18 14153001 14157342 - -ENSG00000186481.15 ANKRD20A5P chr18 14179097 14234797 + -ENSG00000212329.1 RNU6-316P chr18 14190700 14190806 + -ENSG00000266145.1 RHOT1P1 chr18 14222008 14222331 + -ENSG00000264222.1 RP11-757O6.1 chr18 14244625 14252140 + -ENSG00000274214.1 RP11-757O6.6 chr18 14253548 14254075 + -ENSG00000265787.1 CYP4F35P chr18 14337423 14342525 + -ENSG00000277743.1 RP11-757O6.7 chr18 14346214 14346923 - -ENSG00000265437.1 RP11-757O6.4 chr18 14361434 14361943 - -ENSG00000187589.8 TERF1P2 chr18 14377546 14378757 - -ENSG00000265296.1 FEM1AP2 chr18 14391913 14393909 - -ENSG00000274057.1 AP006261.1 chr18 14430629 14430714 - -ENSG00000266605.1 LONRF2P1 chr18 14450216 14450883 - -ENSG00000265766.2 CXADRP3 chr18 14477955 14499278 - -ENSG00000266242.1 GRAMD4P7 chr18 14485806 14487501 + -ENSG00000183206.16 POTEC chr18 14507339 14543585 - -ENSG00000200132.1 RNU6-1021P chr18 14531676 14531782 - -ENSG00000265340.1 OR4K7P chr18 14570844 14571788 + -ENSG00000266693.1 OR4K8P chr18 14613137 14614184 + -ENSG00000264570.1 SNX19P3 chr18 14629832 14632806 - -ENSG00000273732.1 VN1R74P chr18 14680604 14681106 - -ENSG00000276318.1 GTF2IP8 chr18 14695422 14706597 + -ENSG00000180777.13 ANKRD30B chr18 14728272 14852738 + -ENSG00000200645.1 RNU6-1210P chr18 14759188 14759294 + -ENSG00000265481.1 AP006564.1 chr18 14771249 14771327 + -ENSG00000265737.1 RP11-1157N2__B.2 chr18 14816151 14825249 - -ENSG00000265499.1 MIR3156-2 chr18 14830166 14830242 + -ENSG00000265786.1 RP11-527H14.6 chr18 14877611 14884052 + -ENSG00000264061.1 FGF7P1 chr18 14888709 14890086 - -ENSG00000263618.5 RP11-527H14.4 chr18 14903580 14915628 + -ENSG00000266554.1 LINC01443 chr18 14946267 14973770 + -ENSG00000264301.1 LINC01444 chr18 14969001 14970468 - -ENSG00000263821.1 RP11-527H14.1 chr18 14978739 14979839 + -ENSG00000279042.1 RP11-805F19.3 chr18 14990707 14993235 - -ENSG00000266522.1 RP11-805F19.4 chr18 15003975 15006352 - -ENSG00000278923.1 AP005242.1 chr18 15057125 15066579 - -ENSG00000263635.1 RP11-805F19.2 chr18 15075445 15122767 + -ENSG00000264880.1 RP11-805F19.1 chr18 15159724 15164467 - -ENSG00000265015.1 RP11-454P7.3 chr18 15196999 15197775 - -ENSG00000265631.1 BNIP3P3 chr18 15247429 15247997 - -ENSG00000266818.1 RP11-454P7.1 chr18 15254418 15271744 + -ENSG00000215512.9 AP005901.1 chr18 15307663 15330282 - -ENSG00000222087.1 RNU6-721P chr18 15320840 15320944 - -ENSG00000067900.6 ROCK1 chr18 20946906 21111851 - -ENSG00000216205.1 AC036178.1 chr18 21062383 21062473 - -ENSG00000244527.1 RP11-254G11.1 chr18 21119182 21119661 - -ENSG00000251886.1 RNU6-120P chr18 21120404 21120506 - -ENSG00000263748.1 EXOGP1 chr18 21182503 21183499 - -ENSG00000265984.1 RP11-699A5.2 chr18 21240675 21241371 - -ENSG00000141449.14 GREB1L chr18 21242242 21525417 + -ENSG00000265948.1 RP11-296E23.2 chr18 21316878 21317795 + -ENSG00000265751.1 RP11-296E23.1 chr18 21380286 21451017 - -ENSG00000221139.1 SNORD23 chr18 21450653 21450756 - -ENSG00000141446.10 ESCO1 chr18 21529281 21600884 - -ENSG00000167088.10 SNRPD1 chr18 21612267 21633524 + -ENSG00000158201.9 ABHD3 chr18 21650897 21704805 - -ENSG00000264188.1 RP11-13N13.5 chr18 21661787 21662395 - -ENSG00000265656.1 RP11-13N13.6 chr18 21673628 21682561 + -ENSG00000221493.1 MIR320C1 chr18 21683510 21683597 + -ENSG00000101752.11 MIB1 chr18 21704957 21870957 + -ENSG00000252677.1 SNORA81 chr18 21711950 21712119 - -ENSG00000281568.1 AC106037.1 chr18 21712017 21712119 - -ENSG00000200750.1 Y_RNA chr18 21724119 21724229 + -ENSG00000264183.1 AC091038.1 chr18 21776878 21776977 + -ENSG00000242971.3 RN7SL233P chr18 21793883 21794159 + -ENSG00000199977.1 SNORA73 chr18 21817624 21817828 + -ENSG00000265142.6 MIR133A1HG chr18 21825487 21831410 - -ENSG00000276792.1 MIR133A1 chr18 21825698 21825785 - -ENSG00000278753.1 MIR1-2 chr18 21828996 21829106 - -ENSG00000243303.1 RP11-268I9.1 chr18 21854640 21854987 - -ENSG00000264149.1 RP11-268I9.3 chr18 21871446 21893996 - -ENSG00000252325.1 RNU6-1038P chr18 21879801 21879904 + -ENSG00000264289.1 RP11-268I9.4 chr18 21914369 21914660 - -ENSG00000222520.1 RNA5SP451 chr18 21928985 21929094 - -ENSG00000265758.1 RP11-595B24.1 chr18 21981121 22051159 + -ENSG00000265568.1 AC091043.1 chr18 21999569 21999651 + -ENSG00000263588.1 RP11-595B24.2 chr18 22088060 22098780 + -ENSG00000221363.1 RNU6ATAC20P chr18 22130603 22130729 - -ENSG00000266010.1 GATA6-AS1 chr18 22166898 22168968 - -ENSG00000141448.8 GATA6 chr18 22169443 22202528 + -ENSG00000264012.1 RP11-627G18.2 chr18 22175465 22176662 - -ENSG00000201852.1 RNU6-702P chr18 22180112 22180218 - -ENSG00000266283.1 RP11-627G18.1 chr18 22200619 22205229 - -ENSG00000264825.1 RP11-627G18.4 chr18 22213778 22228029 + -ENSG00000273348.1 RP11-535A5.1 chr18 22347846 22348252 - -ENSG00000212710.4 CTAGE1 chr18 22413601 22417915 - -ENSG00000270855.1 RP11-863N1.4 chr18 22418829 22419294 - -ENSG00000239490.1 RPS4XP18 chr18 22586465 22587227 + -ENSG00000206827.1 RNU6-1032P chr18 22647582 22647688 + -ENSG00000265943.1 RP11-739L10.1 chr18 22699481 22933764 - -ENSG00000266850.1 RP11-370A5.1 chr18 22723491 22907721 - -ENSG00000101773.16 RBBP8 chr18 22798261 23026488 + -ENSG00000273232.1 RP11-370A5.2 chr18 22882825 22883357 - -ENSG00000265939.1 UBE2CP2 chr18 22900486 22900995 - -ENSG00000264817.1 MIR4741 chr18 22933349 22933438 + -ENSG00000242182.3 RN7SL745P chr18 23004564 23004862 + -ENSG00000223023.1 Y_RNA chr18 23024596 23024703 + -ENSG00000134508.12 CABLES1 chr18 23134564 23260467 + -ENSG00000222999.1 AC105247.1 chr18 23136435 23136512 - -ENSG00000134490.13 TMEM241 chr18 23197144 23437961 - -ENSG00000266495.1 RP11-17J14.2 chr18 23257164 23260354 - -ENSG00000101782.14 RIOK3 chr18 23452823 23486603 + -ENSG00000199357.1 Y_RNA chr18 23456371 23456467 + -ENSG00000141452.9 C18orf8 chr18 23503470 23531807 + -ENSG00000141458.12 NPC1 chr18 23506184 23586898 - -ENSG00000199366.1 Y_RNA chr18 23582016 23582121 - -ENSG00000154065.16 ANKRD29 chr18 23598926 23662885 - -ENSG00000267752.1 RPS10P27 chr18 23672253 23672748 - -ENSG00000053747.15 LAMA3 chr18 23689443 23955066 + -ENSG00000267301.1 RPL23AP77 chr18 23709825 23710287 - -ENSG00000221389.1 AC010754.1 chr18 23894115 23894206 - -ENSG00000265752.2 RP11-403A21.1 chr18 23957754 23982556 - -ENSG00000168234.12 TTC39C chr18 23992773 24135610 + -ENSG00000264745.1 TTC39C-AS1 chr18 23994213 24015339 - -ENSG00000265204.1 RP11-403A21.3 chr18 24076794 24099320 - -ENSG00000264924.1 RP11-799B12.2 chr18 24113637 24121003 - -ENSG00000206863.1 RNU5A-6P chr18 24124170 24124285 - -ENSG00000279332.1 RP11-799B12.1 chr18 24135468 24135829 - -ENSG00000154040.20 CABYR chr18 24138956 24161603 + -ENSG00000265750.1 RP11-799B12.4 chr18 24159509 24162211 - -ENSG00000141447.16 OSBPL1A chr18 24162044 24397880 - -ENSG00000199874.1 RNA5SP452 chr18 24170505 24170623 - -ENSG00000273524.1 Metazoa_SRP chr18 24179038 24179295 - -ENSG00000206766.1 RNU6-435P chr18 24218300 24218404 + -ENSG00000212051.1 MIR320C2 chr18 24321686 24321735 + -ENSG00000264365.1 RP11-621L6.2 chr18 24364787 24367984 + -ENSG00000273321.1 RP11-621L6.3 chr18 24402153 24402714 + -ENSG00000154059.9 IMPACT chr18 24426616 24453535 + -ENSG00000199636.1 Y_RNA chr18 24429505 24429609 + -ENSG00000265094.1 RP11-178F10.1 chr18 24435364 24439638 + -ENSG00000134489.6 HRH4 chr18 24460629 24479957 + -ENSG00000264695.1 RP11-178F10.2 chr18 24489375 24491080 + -ENSG00000266489.1 RP11-178F10.3 chr18 24516883 24518006 - -ENSG00000266181.1 EIF4A3P1 chr18 24522273 24522919 - -ENSG00000265485.5 RP11-449D8.1 chr18 24628182 24662198 + -ENSG00000263553.1 RP11-449D8.2 chr18 24673163 24674348 + -ENSG00000266520.1 RAC1P1 chr18 24685772 24686351 - -ENSG00000266809.1 RP11-449D8.3 chr18 24689914 24690161 - -ENSG00000266573.5 RP11-449D8.5 chr18 24725781 24929076 + -ENSG00000264345.1 RP11-958F21.1 chr18 24933487 24987682 - -ENSG00000229248.1 WBP2P1 chr18 25016434 25017204 - -ENSG00000265552.1 RP11-958F21.3 chr18 25055600 25056760 + -ENSG00000198795.10 ZNF521 chr18 25061926 25352190 - -ENSG00000279439.1 CTD-2576N18.1 chr18 25200976 25202837 - -ENSG00000264434.2 CTD-2006O16.2 chr18 25302126 25302960 + -ENSG00000242216.3 RN7SL97P chr18 25818234 25818532 - -ENSG00000264193.1 RP11-737G21.1 chr18 25953216 25953468 - -ENSG00000141380.13 SS18 chr18 26016253 26091217 - -ENSG00000243925.1 RPS24P18 chr18 26098839 26099226 + -ENSG00000154611.14 PSMA8 chr18 26133852 26193355 + -ENSG00000188985.6 DHFRP1 chr18 26170726 26171284 - -ENSG00000266227.1 NPM1P2 chr18 26204869 26205904 + -ENSG00000141384.11 TAF4B chr18 26225936 26391685 + -ENSG00000263829.1 FAM60BP chr18 26255698 26256355 - -ENSG00000266237.1 RP11-25D3.1 chr18 26266009 26267409 + -ENSG00000264911.1 RP11-107K17.2 chr18 26348347 26349004 + -ENSG00000207160.1 RNU6-1289P chr18 26366301 26366406 - -ENSG00000263862.1 LINC01543 chr18 26422995 26426101 + -ENSG00000134504.12 KCTD1 chr18 26454910 26657401 - -ENSG00000277534.1 RP11-9E17.1 chr18 26542971 26545791 - -ENSG00000275805.1 RP11-349H17.2 chr18 26565723 26575626 - -ENSG00000252846.1 AC090206.1 chr18 26586714 26586798 - -ENSG00000276221.1 MIR8057 chr18 26591467 26591535 - -ENSG00000263846.1 CIAPIN1P chr18 26599408 26600338 + -ENSG00000260372.6 AQP4-AS1 chr18 26655742 27190698 + -ENSG00000265369.3 PCAT18 chr18 26687621 26703638 - -ENSG00000263677.1 RP11-17A19.2 chr18 26688111 26689668 + -ENSG00000275900.1 U3 chr18 26689316 26689529 - -ENSG00000263382.1 RP11-552O4.1 chr18 26822813 26823979 - -ENSG00000266184.1 RP11-552O4.2 chr18 26831520 26832432 - -ENSG00000171885.13 AQP4 chr18 26852038 26865818 - -ENSG00000154080.12 CHST9 chr18 26906481 27185317 - -ENSG00000266549.1 RP11-526I8.2 chr18 26952201 26952558 - -ENSG00000265374.1 RP11-57J16.1 chr18 27225742 27247188 + -ENSG00000264151.5 RP11-739N10.1 chr18 27336379 27595164 - -ENSG00000264790.1 RP11-26N15.2 chr18 27343252 27346110 + -ENSG00000244329.1 UBA52P9 chr18 27355406 27355764 - -ENSG00000263611.1 RP11-612A1.1 chr18 27397952 27401904 + -ENSG00000265097.1 RBM22P1 chr18 27418884 27420435 - -ENSG00000263405.1 PA2G4P3 chr18 27452514 27453657 - -ENSG00000280492.1 AC068408.1 chr18 27452623 27452712 - -ENSG00000170558.8 CDH2 chr18 27950966 28177446 - -ENSG00000227279.1 AC015933.2 chr18 27954519 27963687 + -ENSG00000274578.1 RP11-430E17.1 chr18 28146233 28146703 - -ENSG00000266296.1 ARIH2P1 chr18 28651732 28653208 + -ENSG00000265994.1 RP11-510D21.1 chr18 28785068 28789260 + -ENSG00000271238.1 RP11-510D21.2 chr18 28824652 28824826 - -ENSG00000251719.1 RNU6-408P chr18 29048620 29048719 + -ENSG00000265730.1 AC090349.1 chr18 29095575 29095679 - -ENSG00000212085.3 AC105245.1 chr18 29196441 29196527 + -ENSG00000266479.1 CTD-2515C13.1 chr18 29256817 29257060 - -ENSG00000265980.1 CTD-2515C13.2 chr18 29278509 29361963 - -ENSG00000221731.1 AC091321.1 chr18 29483328 29483423 + -ENSG00000264587.5 RP11-784B15.1 chr18 29518259 29548241 + -ENSG00000274900.1 AC013660.1 chr18 29928555 29928708 + -ENSG00000266196.1 RP11-675P14.1 chr18 30713275 30714286 + -ENSG00000279734.1 RP11-675P14.2 chr18 30780006 30780424 + -ENSG00000265670.1 RP11-25I11.1 chr18 30954820 30980917 - -ENSG00000251702.1 RNU6-857P chr18 30984106 30984215 + -ENSG00000134762.16 DSC3 chr18 30990008 31042815 - -ENSG00000134755.14 DSC2 chr18 31058840 31102415 - -ENSG00000265888.1 DSCAS chr18 31101588 31162789 + -ENSG00000134765.9 DSC1 chr18 31129236 31162856 - -ENSG00000263698.1 RP11-408H20.3 chr18 31131456 31132494 + -ENSG00000134760.5 DSG1 chr18 31318089 31357029 + -ENSG00000266729.5 DSG1-AS1 chr18 31343368 31426988 - -ENSG00000207019.1 RNU6-167P chr18 31345362 31345467 - -ENSG00000175065.11 DSG4 chr18 31376777 31414912 + -ENSG00000207240.1 Y_RNA chr18 31382317 31382430 + -ENSG00000134757.4 DSG3 chr18 31447795 31478702 + -ENSG00000266521.1 RP11-650P15.1 chr18 31496645 31497195 - -ENSG00000046604.12 DSG2 chr18 31498043 31549008 + -ENSG00000264859.5 DSG2-AS1 chr18 31542146 31556911 - -ENSG00000118271.9 TTR chr18 31591726 31599021 + -ENSG00000118276.11 B4GALT6 chr18 31622247 31685836 - -ENSG00000259985.1 RP11-549B18.1 chr18 31685655 31686823 + -ENSG00000200472.1 RN7SKP44 chr18 31718893 31719208 + -ENSG00000265158.1 LRRC37A7P chr18 31724198 31726956 + -ENSG00000263772.1 RP11-549B18.3 chr18 31726043 31726397 - -ENSG00000141437.8 SLC25A52 chr18 31759562 31760880 - -ENSG00000153339.13 TRAPPC8 chr18 31829173 31953136 - -ENSG00000263924.1 RP11-210K20.2 chr18 31844388 31845178 + -ENSG00000276486.1 RP11-210K20.6 chr18 31883288 31883728 + -ENSG00000276282.1 RP11-210K20.5 chr18 31895745 31896410 - -ENSG00000222320.1 RNU6-1050P chr18 31937533 31937639 + -ENSG00000263823.1 RP11-326K13.4 chr18 31942575 31944156 + -ENSG00000265273.1 PGDP1 chr18 31962178 31963618 + -ENSG00000266105.1 RP11-326K13.2 chr18 31966960 31967545 + -ENSG00000280380.1 RP11-326K13.3 chr18 31982899 31986087 + -ENSG00000101695.8 RNF125 chr18 32018372 32073213 + -ENSG00000263917.1 RP11-53I6.2 chr18 32018829 32111779 + -ENSG00000274275.1 RP11-326K13.5 chr18 32031035 32031359 + -ENSG00000265063.1 AC009831.1 chr18 32060905 32060989 - -ENSG00000214917.3 RP11-53I6.1 chr18 32075885 32076272 - -ENSG00000265008.1 RP11-53I6.3 chr18 32091295 32092119 - -ENSG00000134758.13 RNF138 chr18 32091855 32131561 + -ENSG00000263393.1 RP11-53I6.4 chr18 32122400 32124478 - -ENSG00000141441.15 GAREM chr18 32124877 32470484 - -ENSG00000199373.1 RNA5SP453 chr18 32176050 32176168 - -ENSG00000141434.11 MEP1B chr18 32185069 32220404 + -ENSG00000265279.1 CLUHP6 chr18 32196026 32196966 - -ENSG00000263904.1 RP11-344B2.3 chr18 32245946 32249032 - -ENSG00000222395.2 Y_RNA chr18 32263135 32263234 - -ENSG00000264982.1 RP11-344B2.2 chr18 32287437 32290340 + -ENSG00000262477.1 AC021224.1 chr18 32412182 32413236 + -ENSG00000215492.6 HNRNPA1P7 chr18 32412214 32413176 - -ENSG00000260389.1 WBP11P1 chr18 32511663 32514634 + -ENSG00000221621.1 AC009835.1 chr18 32526142 32526222 + -ENSG00000263688.1 RP11-386P4.1 chr18 32581528 32582828 + -ENSG00000197705.9 KLHL14 chr18 32672671 32773062 - -ENSG00000228835.1 AC012123.1 chr18 32769795 32774413 + -ENSG00000243355.1 RP11-57G22.1 chr18 32779039 32779286 + -ENSG00000263765.5 RP11-746B8.1 chr18 32833454 32938316 + -ENSG00000166960.16 CCDC178 chr18 32937402 33441101 - -ENSG00000263450.1 RP11-680N20.1 chr18 32954075 32957998 + -ENSG00000267642.1 RP11-258B16.1 chr18 33552123 33578187 - -ENSG00000141431.9 ASXL3 chr18 33578615 33751192 + -ENSG00000101746.15 NOL4 chr18 33851100 34224952 - -ENSG00000199204.1 Y_RNA chr18 34001698 34001799 - -ENSG00000280406.1 RP11-379L18.2 chr18 34221007 34221603 - -ENSG00000267746.1 RP11-379L18.1 chr18 34222965 34224761 + -ENSG00000278052.1 RP11-379L18.3 chr18 34225930 34226429 + -ENSG00000134769.21 DTNA chr18 34493290 34891844 + -ENSG00000267585.1 RP11-115P21.1 chr18 34573987 34574523 - -ENSG00000268873.1 RP11-138H11.1 chr18 34737795 34767663 - -ENSG00000221409.1 AC068506.1 chr18 34819946 34820031 - -ENSG00000278464.1 RP11-96A15.1 chr18 34892013 34902885 - -ENSG00000166974.12 MAPRE2 chr18 34976928 35143470 + -ENSG00000280096.1 RP11-294N21.2 chr18 35082009 35082242 + -ENSG00000274400.1 RP11-294N21.3 chr18 35144942 35145417 + -ENSG00000186812.12 ZNF397 chr18 35241030 35267133 + -ENSG00000186814.12 ZSCAN30 chr18 35251058 35290245 - -ENSG00000279989.1 RP11-158H5.2 chr18 35257040 35257512 + -ENSG00000274184.1 RP11-158H5.8 chr18 35268218 35270238 + -ENSG00000268573.1 RP11-158H5.7 chr18 35280867 35290201 - -ENSG00000257267.2 ZNF271P chr18 35290282 35310766 + -ENSG00000274918.1 RP11-54G14.1 chr18 35317396 35317848 + -ENSG00000172466.15 ZNF24 chr18 35332212 35345482 - -ENSG00000186496.10 ZNF396 chr18 35366697 35377337 - -ENSG00000239683.1 RP11-322E11.1 chr18 35383354 35384025 - -ENSG00000275512.1 RP11-322E11.2 chr18 35403996 35406528 - -ENSG00000267583.5 RP11-322E11.5 chr18 35443869 35467088 - -ENSG00000267140.1 RP11-322E11.6 chr18 35443871 35497940 - -ENSG00000153391.15 INO80C chr18 35452230 35497991 - -ENSG00000277489.1 AC007998.1 chr18 35466938 35466991 - -ENSG00000279074.1 RP11-322E11.3 chr18 35483431 35483667 - -ENSG00000141429.13 GALNT1 chr18 35581117 35711834 + -ENSG00000266965.1 RP11-712P20.2 chr18 35595901 35597599 + -ENSG00000267397.1 RP11-873E20.1 chr18 35716370 35717978 + -ENSG00000267797.1 NRBF2P1 chr18 35841759 35842617 + -ENSG00000207797.1 MIR187 chr18 35904818 35904926 - -ENSG00000265641.1 MIR3929 chr18 35934088 35934142 - -ENSG00000267627.5 RP11-905K4.1 chr18 35951803 35966118 - -ENSG00000141428.16 C18orf21 chr18 35972083 35979286 + -ENSG00000278986.1 RP11-723J4.3 chr18 35972151 35973916 + -ENSG00000141425.17 RPRD1A chr18 35984387 36067576 - -ENSG00000141424.12 SLC39A6 chr18 36108532 36129385 - -ENSG00000134759.13 ELP2 chr18 36129444 36180556 + -ENSG00000260552.1 RP11-49I11.1 chr18 36179996 36187448 - -ENSG00000075643.5 MOCOS chr18 36187519 36272157 + -ENSG00000274849.1 RP11-49I11.4 chr18 36189824 36190272 + -ENSG00000267404.1 RP11-49I11.2 chr18 36273574 36274599 + -ENSG00000267456.2 RP11-49I11.3 chr18 36278735 36279119 - -ENSG00000134775.15 FHOD3 chr18 36297714 36780055 + -ENSG00000134779.14 TPGS2 chr18 36777647 36829216 - -ENSG00000150477.14 KIAA1328 chr18 36829106 37232172 + -ENSG00000267039.1 RP11-58G13.1 chr18 36901946 36923814 - -ENSG00000267651.1 RP11-95O2.1 chr18 37234119 37236242 - -ENSG00000101489.18 CELF4 chr18 37243047 37566037 - -ENSG00000267707.2 RP11-95O2.5 chr18 37243776 37247506 + -ENSG00000267202.5 RP11-797E24.3 chr18 37273706 37276572 + -ENSG00000279678.1 RP11-797E24.1 chr18 37305295 37306333 - -ENSG00000279543.1 RP11-1147P1.1 chr18 37473330 37473977 - -ENSG00000266530.1 MIR4318 chr18 37657135 37657215 + -ENSG00000243516.1 RP11-19F9.1 chr18 37672689 37673176 + -ENSG00000268566.5 RP11-687D19.1 chr18 38655209 38687998 - -ENSG00000222704.1 RN7SKP182 chr18 39016047 39016344 - -ENSG00000253038.1 RNU6-706P chr18 39034007 39034110 + -ENSG00000267374.1 RP11-244M2.1 chr18 39206924 39800318 - -ENSG00000175886.10 RPL7AP66 chr18 39334872 39335672 - -ENSG00000266148.1 MIR5583-1 chr18 39676721 39676779 + -ENSG00000212354.1 RNU6-1242P chr18 39678520 39678622 - -ENSG00000267413.1 RP11-636O21.1 chr18 39841174 39924840 - -ENSG00000279034.1 RP11-5A1.1 chr18 40062903 40066471 - -ENSG00000261715.1 LINC01477 chr18 40066286 40099233 + -ENSG00000267664.1 RPL17P45 chr18 40143926 40144504 - -ENSG00000267313.6 KC6 chr18 41465783 41632185 - -ENSG00000267652.1 RP11-188I24.1 chr18 41789162 41789395 - -ENSG00000225253.1 AC011225.1 chr18 41819053 41819421 + -ENSG00000078142.11 PIK3C3 chr18 41955206 42087830 + -ENSG00000276174.1 RP11-687E1.2 chr18 42052705 42053030 + -ENSG00000267088.1 RP11-115N12.1 chr18 42089312 42089752 + -ENSG00000267586.6 LINC00907 chr18 42159283 42691422 + -ENSG00000253040.1 RNA5SP454 chr18 42270589 42270715 + -ENSG00000152214.12 RIT2 chr18 42743227 43115691 - -ENSG00000132872.11 SYT4 chr18 43267878 43277650 - -ENSG00000278933.1 RP11-789C7.1 chr18 43499173 43499836 + -ENSG00000202250.1 RNU6-443P chr18 43832159 43832265 - -ENSG00000267716.1 AC083760.1 chr18 44039471 44040140 + -ENSG00000202060.1 RNA5SP455 chr18 44071583 44071701 + -ENSG00000267573.1 KRT8P5 chr18 44320800 44322257 - -ENSG00000267337.1 LINC01478 chr18 44323436 44531697 - -ENSG00000277899.1 MLECP1 chr18 44522366 44523074 + -ENSG00000267414.1 RP11-456K23.1 chr18 44676927 44679717 - -ENSG00000152217.16 SETBP1 chr18 44680173 45068510 + -ENSG00000280365.1 RP11-9H20.2 chr18 44732575 44733315 + -ENSG00000265957.1 MIR4319 chr18 44970082 44970166 - -ENSG00000279319.1 RP11-693M3.1 chr18 44986109 44989203 + -ENSG00000267101.5 RP11-846C15.2 chr18 45130565 45181347 - -ENSG00000132874.13 SLC14A2 chr18 45212995 45683686 + -ENSG00000267097.1 SLC14A2-AS1 chr18 45423764 45483218 - -ENSG00000266988.5 RP11-749H17.1 chr18 45483345 45529855 + -ENSG00000267354.1 RP11-749H17.2 chr18 45507202 45550183 + -ENSG00000266968.2 RP11-116O18.1 chr18 45646153 45647937 + -ENSG00000267193.5 RP11-116O18.3 chr18 45669367 45747215 - -ENSG00000141469.16 SLC14A1 chr18 45724127 45752520 + -ENSG00000267558.2 RP11-618K16.4 chr18 45788530 45788670 + -ENSG00000197046.11 SIGLEC15 chr18 45825512 45844080 + -ENSG00000152223.12 EPG5 chr18 45847609 45967274 - -ENSG00000152229.18 PSTPIP2 chr18 45983536 46072272 - -ENSG00000222179.1 RN7SKP26 chr18 45989653 45989945 - -ENSG00000267293.1 RP11-8H2.1 chr18 46028306 46029829 + -ENSG00000252034.1 RNY4P37 chr18 46077004 46077099 - -ENSG00000152234.15 ATP5A1 chr18 46080248 46104334 - -ENSG00000152240.12 HAUS1 chr18 46104332 46128333 + -ENSG00000251939.1 RNU6-1278P chr18 46121615 46121721 - -ENSG00000152242.10 C18orf25 chr18 46173553 46266991 + -ENSG00000141622.13 RNF165 chr18 46326809 46463140 + -ENSG00000279829.1 RP11-63I8.1 chr18 46385707 46387083 + -ENSG00000167210.16 LOXHD1 chr18 46476972 46657033 - -ENSG00000101638.13 ST8SIA5 chr18 46667821 46759257 - -ENSG00000274794.1 AC090311.1 chr18 46706446 46706558 - -ENSG00000240983.1 RP11-742D12.1 chr18 46722975 46723223 + -ENSG00000270112.3 RP11-742D12.2 chr18 46756487 46764408 + -ENSG00000274776.1 RP11-687F6.5 chr18 46786699 46789297 - -ENSG00000078043.15 PIAS2 chr18 46803224 46920160 - -ENSG00000267587.1 RP11-687F6.4 chr18 46852632 46853882 - -ENSG00000279354.1 RP11-776B3.1 chr18 46915021 46915623 - -ENSG00000167216.16 KATNAL2 chr18 46917492 47102243 + -ENSG00000274744.1 TCEB3CL2 chr18 46962768 46964408 - -ENSG00000275553.2 TCEB3CL chr18 46968695 47029842 - -ENSG00000278674.1 RP11-49K24.9 chr18 47022287 47023927 - -ENSG00000183791.4 TCEB3C chr18 47028202 47030078 - -ENSG00000206181.5 TCEB3B chr18 47032572 47035621 - -ENSG00000280212.1 RP11-49K24.3 chr18 47076117 47076594 + -ENSG00000266957.1 RP11-49K24.4 chr18 47077361 47091280 - -ENSG00000267724.1 RP11-49K24.8 chr18 47105946 47108062 + -ENSG00000167220.11 HDHD2 chr18 47107403 47150520 - -ENSG00000267228.6 RP11-49K24.6 chr18 47134656 47176281 - -ENSG00000267800.1 RP11-49K24.5 chr18 47137018 47137290 + -ENSG00000134049.4 IER3IP1 chr18 47152998 47176374 - -ENSG00000215474.6 SKOR2 chr18 47212089 47249183 - -ENSG00000201825.1 RNU6-1131P chr18 47234442 47234548 - -ENSG00000267761.3 CTD-2130O13.1 chr18 47285725 47594550 + -ENSG00000266582.1 MIR4527 chr18 47380496 47380565 + -ENSG00000279367.1 RP11-157P23.1 chr18 47501172 47503106 + -ENSG00000261307.1 RP11-157P23.2 chr18 47501172 47558383 + -ENSG00000267156.1 TPMTP1 chr18 47630112 47630848 + -ENSG00000267187.1 RP11-767C4.1 chr18 47703175 47703745 + -ENSG00000175387.15 SMAD2 chr18 47808957 47931146 - -ENSG00000267541.1 RP11-380M21.2 chr18 47853233 47853457 - -ENSG00000279707.1 RP11-380M21.1 chr18 47866839 47867367 + -ENSG00000269365.2 RP11-380M21.4 chr18 47878295 47882444 + -ENSG00000279366.1 RP11-380M21.3 chr18 47912207 47912504 - -ENSG00000184828.9 ZBTB7C chr18 48026673 48410752 - -ENSG00000278891.1 RP11-246E12.2 chr18 48147634 48150864 - -ENSG00000206944.1 RNU6-708P chr18 48169784 48169890 - -ENSG00000280197.1 C18orf12 chr18 48252301 48252837 + -ENSG00000200872.1 RNA5SP456 chr18 48475487 48475600 - -ENSG00000277907.1 RP11-23B5.2 chr18 48478282 48478491 - -ENSG00000266984.1 POLR3GP2 chr18 48478561 48479228 + -ENSG00000134030.13 CTIF chr18 48539046 48863217 + -ENSG00000278983.1 RP11-426J5.3 chr18 48564795 48568342 + -ENSG00000279629.1 RP11-426J5.1 chr18 48661840 48662635 - -ENSG00000266276.2 AC048380.1 chr18 48670582 48670693 + -ENSG00000267762.1 RP11-426J5.2 chr18 48673575 48688419 - -ENSG00000279250.1 RP11-46D1.2 chr18 48755693 48756318 + -ENSG00000267764.1 RP11-484L8.1 chr18 48826051 48834770 - -ENSG00000101665.8 SMAD7 chr18 48919853 48950711 - -ENSG00000266905.1 RP11-1058N17.1 chr18 48962951 48963941 - -ENSG00000280335.1 RP11-15F12.6 chr18 49013106 49013819 + -ENSG00000264269.1 RP11-15F12.1 chr18 49023703 49048474 + -ENSG00000141627.13 DYM chr18 49041474 49461347 - -ENSG00000263849.1 MIR4744 chr18 49049687 49049768 - -ENSG00000276157.1 AC016866.1 chr18 49066100 49066174 - -ENSG00000265128.1 RP11-15F12.3 chr18 49116301 49126479 + -ENSG00000266696.1 RP11-30L3.2 chr18 49205912 49208781 + -ENSG00000263895.1 RP11-110H1.9 chr18 49431744 49447420 - -ENSG00000264971.1 PRR13P4 chr18 49469803 49470223 + -ENSG00000177576.10 C18orf32 chr18 49477250 49492565 - -ENSG00000215472.9 RPL17-C18orf32 chr18 49481681 49491586 - -ENSG00000263916.1 RP11-110H1.4 chr18 49484536 49486149 - -ENSG00000265496.3 MIR1539 chr18 49487339 49491878 + -ENSG00000278544.1 MIR1539 chr18 49487373 49487422 + -ENSG00000265681.6 RPL17 chr18 49488453 49492565 - -ENSG00000202093.1 SNORD58C chr18 49489245 49489308 - -ENSG00000206602.1 SNORD58A chr18 49491283 49491347 - -ENSG00000271982.1 SNORD58B chr18 49491664 49491729 - -ENSG00000265182.1 SRP72P1 chr18 49495147 49496896 - -ENSG00000264464.1 RP11-110H1.8 chr18 49499390 49501860 + -ENSG00000101670.11 LIPG chr18 49560699 49599182 + -ENSG00000267444.1 SMUG1P1 chr18 49650350 49651160 + -ENSG00000267674.1 RP11-813F20.2 chr18 49739823 49742063 - -ENSG00000167315.17 ACAA2 chr18 49782167 49813960 - -ENSG00000266997.2 RP11-886H22.1 chr18 49795793 49837623 - -ENSG00000267322.2 SNHG22 chr18 49814023 49851059 + -ENSG00000251992.1 SCARNA17 chr18 49814133 49814276 + -ENSG00000252139.1 SCARNA18 chr18 49814361 49814443 + -ENSG00000167306.18 MYO5B chr18 49822813 50195093 - -ENSG00000201668.1 Y_RNA chr18 49871555 49871666 - -ENSG00000200527.1 RNA5SP457 chr18 49946266 49946389 - -ENSG00000267196.1 RP11-813F20.4 chr18 49969721 49970957 - -ENSG00000267511.1 ADAD1P2 chr18 50063795 50064440 + -ENSG00000267591.1 RP11-689E3.2 chr18 50098742 50099162 + -ENSG00000240663.3 RN7SL310P chr18 50206998 50207278 - -ENSG00000172361.5 CFAP53 chr18 50227193 50266522 - -ENSG00000277310.1 RP11-699C17.1 chr18 50256036 50256461 - -ENSG00000141644.17 MBD1 chr18 50266882 50281774 - -ENSG00000154832.14 CXXC1 chr18 50282343 50288304 - -ENSG00000267695.1 RP11-1030E3.1 chr18 50302190 50313595 + -ENSG00000274930.1 RP11-1030E3.2 chr18 50318420 50319024 + -ENSG00000251997.1 RNA5SP458 chr18 50319002 50319120 + -ENSG00000154839.9 SKA1 chr18 50374995 50394173 + -ENSG00000239780.1 RPLP0P11 chr18 50457887 50458795 + -ENSG00000141639.11 MAPK4 chr18 50560078 50731824 + -ENSG00000267713.1 RP11-10I6.2 chr18 50669510 50670215 + -ENSG00000134042.12 MRO chr18 50795120 50825402 - -ENSG00000267233.1 HNRNPA3P16 chr18 50814392 50815730 + -ENSG00000239689.1 RPL17P46 chr18 50823577 50824120 + -ENSG00000082212.11 ME2 chr18 50879049 50954257 + -ENSG00000200752.1 Y_RNA chr18 50959267 50959379 - -ENSG00000141642.8 ELAC1 chr18 50967991 50988121 + -ENSG00000267699.2 RP11-729L2.2 chr18 50968019 51058144 + -ENSG00000141646.13 SMAD4 chr18 51028394 51085045 + -ENSG00000267717.1 SRSF10P1 chr18 51158282 51159383 - -ENSG00000176624.10 MEX3C chr18 51174550 51218304 - -ENSG00000207154.1 RNU1-46P chr18 51283733 51283896 - -ENSG00000227115.6 RP11-267C16.1 chr18 51346249 51562569 + -ENSG00000266201.1 SS18L2P2 chr18 51421063 51421674 - -ENSG00000266003.1 RP11-267C16.2 chr18 51433437 51434783 + -ENSG00000265402.1 RSL24D1P9 chr18 51612639 51613110 - -ENSG00000265712.1 RP11-440L16.1 chr18 51687525 51688209 - -ENSG00000215457.5 RPS8P3 chr18 51845007 51845628 - -ENSG00000266335.1 RP11-25O3.1 chr18 52336361 52339025 - -ENSG00000187323.11 DCC chr18 52340172 53535903 + -ENSG00000280098.1 AC011155.1 chr18 52409042 52409257 + -ENSG00000273762.1 VN1R76P chr18 52419189 52419644 - -ENSG00000221291.1 AC090660.1 chr18 52937294 52937403 + -ENSG00000263872.1 MIR4528 chr18 53237101 53237190 + -ENSG00000264263.1 RP11-671P2.1 chr18 53480835 53568283 - -ENSG00000263438.5 RP11-202D1.3 chr18 53568447 53597851 + -ENSG00000260433.1 RP11-202D1.2 chr18 53579623 53581059 - -ENSG00000242945.2 RPL29P32 chr18 53605254 53605725 - -ENSG00000221058.1 AC090666.1 chr18 54086586 54086656 - -ENSG00000264296.1 RP11-116K4.1 chr18 54142133 54142577 + -ENSG00000134046.11 MBD2 chr18 54151601 54224788 - -ENSG00000207233.1 SNORA37 chr18 54222284 54222412 - -ENSG00000277324.1 RP11-850A17.1 chr18 54268346 54270028 - -ENSG00000101751.10 POLI chr18 54269404 54321266 + -ENSG00000174448.8 STARD6 chr18 54324358 54357964 - -ENSG00000166845.13 C18orf54 chr18 54357917 54385218 + -ENSG00000264350.1 SNRPGP2 chr18 54406889 54407114 - -ENSG00000264564.1 RP11-61D1.2 chr18 54525434 54525563 + -ENSG00000267428.1 RP11-289E15.1 chr18 54566997 54567303 + -ENSG00000178690.2 DYNAP chr18 54587757 54599493 + -ENSG00000041353.9 RAB27B chr18 54717860 54895516 + -ENSG00000267524.1 RPSAP57 chr18 54744750 54745581 + -ENSG00000267311.1 RP11-99A1.2 chr18 54879457 54880809 + -ENSG00000267112.1 RP11-839G9.1 chr18 54885866 54898083 - -ENSG00000166510.13 CCDC68 chr18 54901509 54959508 - -ENSG00000267647.1 MAP1LC3P chr18 54954403 54954732 + -ENSG00000264804.1 AC098848.1 chr18 55001296 55001398 - -ENSG00000267013.5 CTD-2171N6.1 chr18 55105904 55124306 - -ENSG00000252437.1 RNA5SP459 chr18 55146546 55146645 - -ENSG00000196628.13 TCF4 chr18 55222331 55664787 - -ENSG00000267028.1 TCF4-AS1 chr18 55452533 55482940 + -ENSG00000264571.1 MIR4529 chr18 55479221 55479298 + -ENSG00000267402.1 TCF4-AS2 chr18 55492175 55496392 + -ENSG00000242320.2 RPL21P126 chr18 55635833 55636310 + -ENSG00000267284.1 RP11-397A16.1 chr18 55721063 55788761 + -ENSG00000267325.1 LINC01415 chr18 55776727 55781721 - -ENSG00000267172.1 RP11-397A16.3 chr18 55817167 55819759 + -ENSG00000260930.1 LINC01416 chr18 55881688 55920199 - -ENSG00000267327.1 CTD-2008L17.1 chr18 55893038 56023522 + -ENSG00000206129.3 CTD-2008L17.2 chr18 56003613 56191262 - -ENSG00000267057.5 RP11-456O19.2 chr18 56042135 56096319 + -ENSG00000267399.1 RP11-456O19.5 chr18 56061109 56063078 - -ENSG00000201816.1 SNORA73 chr18 56079394 56079594 - -ENSG00000267712.5 LINC01539 chr18 56083356 56137536 - -ENSG00000267732.1 RP11-456O19.3 chr18 56138612 56143221 + -ENSG00000091164.12 TXNL1 chr18 56597208 56651600 - -ENSG00000091157.13 WDR7 chr18 56651343 57036606 + -ENSG00000206865.1 Y_RNA chr18 56753226 56753326 - -ENSG00000267146.1 RP11-383D22.1 chr18 56872668 56873970 - -ENSG00000212539.2 U3 chr18 56957270 56957469 + -ENSG00000267225.1 WDR7-OT1 chr18 57027832 57038845 + -ENSG00000258609.2 LINC-ROR chr18 57054559 57072119 - -ENSG00000267789.1 CTD-2526M8.3 chr18 57136322 57146998 - -ENSG00000228075.4 BOD1L2 chr18 57147062 57150300 + -ENSG00000267726.1 CTD-2526M8.2 chr18 57169615 57171194 - -ENSG00000202240.1 RNU6-737P chr18 57284602 57284708 - -ENSG00000177511.5 ST8SIA3 chr18 57350813 57371731 + -ENSG00000277837.1 RP11-714M23.2 chr18 57427133 57432112 + -ENSG00000119547.5 ONECUT2 chr18 57435685 57491297 + -ENSG00000266636.1 AC090340.1 chr18 57435821 57435880 + -ENSG00000066926.10 FECH chr18 57548283 57586772 - -ENSG00000278703.1 RP11-706P11.2 chr18 57588611 57589091 - -ENSG00000134440.11 NARS chr18 57600656 57622213 - -ENSG00000267040.6 RP11-35G9.3 chr18 57630302 57669296 + -ENSG00000267787.5 RP11-35G9.5 chr18 57639455 57738044 + -ENSG00000081923.10 ATP8B1 chr18 57646426 57803101 - -ENSG00000202159.1 RNU6-742P chr18 57755394 57755500 + -ENSG00000231544.3 RSL24D1P11 chr18 57838476 57838966 + -ENSG00000267209.5 RP11-693L9.2 chr18 57961231 57964434 - -ENSG00000265200.1 AC090324.1 chr18 58016784 58016884 - -ENSG00000235028.3 HMGN1P30 chr18 58018794 58019061 - -ENSG00000049759.16 NEDD4L chr18 58044367 58401540 + -ENSG00000267743.5 RP11-718I15.1 chr18 58189834 58195696 - -ENSG00000267504.1 RP11-845C23.2 chr18 58371566 58372666 + -ENSG00000267396.1 RP11-845C23.3 chr18 58398663 58400082 - -ENSG00000267675.1 RP11-1151B14.2 chr18 58416765 58417628 + -ENSG00000267391.2 RP11-1151B14.3 chr18 58446275 58453766 + -ENSG00000207778.2 MIR122 chr18 58451068 58451176 + -ENSG00000276403.1 RP11-1151B14.1 chr18 58476191 58477484 + -ENSG00000198796.6 ALPK2 chr18 58481247 58628957 - -ENSG00000274354.1 RP11-1151B14.5 chr18 58511598 58512310 - -ENSG00000267257.1 RP11-1151B14.4 chr18 58535415 58538552 + -ENSG00000267579.1 RP11-126O1.2 chr18 58557070 58566677 + -ENSG00000252284.1 SNORD28 chr18 58600631 58600698 + -ENSG00000239659.2 RPL9P31 chr18 58631259 58632120 + -ENSG00000275418.1 RP11-126O1.6 chr18 58659858 58660524 + -ENSG00000267226.2 RP11-126O1.5 chr18 58670009 58671877 - -ENSG00000172175.12 MALT1 chr18 58671386 58754477 + -ENSG00000267476.1 RP11-126O1.4 chr18 58672613 58752730 - -ENSG00000266946.1 MRPL37P1 chr18 58690356 58692153 + -ENSG00000267705.1 RP11-108P20.3 chr18 58752179 58753898 - -ENSG00000267501.1 RP11-108P20.2 chr18 58754859 58757842 - -ENSG00000201598.1 RNU6-219P chr18 58805268 58805374 + -ENSG00000267593.1 RP11-108P20.4 chr18 58813880 58834364 + -ENSG00000199713.1 U8 chr18 58818883 58819016 - -ENSG00000074657.13 ZNF532 chr18 58862600 58986480 + -ENSG00000251870.1 RNU2-69P chr18 58926197 58926296 - -ENSG00000224367.6 OACYLP chr18 58996734 59069338 + -ENSG00000267215.1 RP11-685A21.1 chr18 59081924 59084981 + -ENSG00000166562.8 SEC11C chr18 59139477 59158836 + -ENSG00000134443.9 GRP chr18 59220168 59230774 + -ENSG00000134438.9 RAX chr18 59267035 59274086 - -ENSG00000166569.8 CPLX4 chr18 59275156 59318649 - -ENSG00000074695.5 LMAN1 chr18 59327823 59359962 - -ENSG00000267677.1 RP11-27G24.1 chr18 59360700 59386749 + -ENSG00000183287.13 CCBE1 chr18 59430940 59697380 - -ENSG00000267000.1 RP11-27G24.3 chr18 59459072 59465682 + -ENSG00000267061.1 RP11-760L24.1 chr18 59563709 59568615 + -ENSG00000267269.1 RP11-2N1.1 chr18 59685820 59688400 + -ENSG00000267774.2 RP11-2N1.2 chr18 59696459 59698111 + -ENSG00000273664.1 RP11-2N1.3 chr18 59700523 59700946 + -ENSG00000221471.1 AC098847.1 chr18 59749677 59749757 + -ENSG00000224161.3 RPS26P54 chr18 59761558 59761905 + -ENSG00000267486.1 GLUD1P4 chr18 59778572 59778989 + -ENSG00000267669.1 RP11-824M15.3 chr18 59821040 59825261 + -ENSG00000141682.11 PMAIP1 chr18 59899948 59904306 + -ENSG00000267066.1 RP11-866E20.1 chr18 59929226 59930330 + -ENSG00000267497.1 NFE2L3P1 chr18 59969438 59971396 + -ENSG00000239398.3 RN7SL342P chr18 59972914 59973207 + -ENSG00000256704.3 SDCCAG3P1 chr18 60009994 60011143 - -ENSG00000267462.1 RP11-866E20.3 chr18 60010281 60014258 + -ENSG00000267742.1 FAM60CP chr18 60016778 60017441 - -ENSG00000252555.1 RNU6-567P chr18 60018625 60018731 + -ENSG00000267686.1 RP11-795H16.3 chr18 60125033 60161195 + -ENSG00000242060.1 RPS3AP49 chr18 60149576 60150365 + -ENSG00000202468.1 RNU4-17P chr18 60163567 60163707 + -ENSG00000267620.1 RP11-795H16.2 chr18 60196555 60198172 + -ENSG00000267401.1 RP11-396N11.1 chr18 60294151 60301118 + -ENSG00000166603.4 MC4R chr18 60371110 60372775 - -ENSG00000267400.1 RP11-325K19.3 chr18 60495868 60496336 - -ENSG00000266915.1 MRPS5P4 chr18 60519841 60520165 + -ENSG00000267687.1 RP11-325K19.6 chr18 60525616 60526156 - -ENSG00000253011.1 AC010928.1 chr18 60555143 60555224 + -ENSG00000267382.1 RP11-325K19.2 chr18 60611773 60654623 + -ENSG00000267098.1 RP11-325K19.1 chr18 60630167 60902726 - -ENSG00000267153.1 CTBP2P3 chr18 60663115 60664369 + -ENSG00000267513.3 RP11-622J9.1 chr18 60794613 60794916 - -ENSG00000101542.9 CDH20 chr18 61333582 61555773 + -ENSG00000206769.1 RNU6-116P chr18 61391595 61391703 + -ENSG00000243256.1 RPL30P14 chr18 61404858 61405205 - -ENSG00000267316.5 RP11-879F14.3 chr18 61571342 61579456 - -ENSG00000267279.1 RP11-879F14.2 chr18 61585746 61606916 - -ENSG00000267175.5 RP11-879F14.1 chr18 61592375 61748832 - -ENSG00000267038.1 RP11-1096D5.2 chr18 61681653 61682695 + -ENSG00000260440.2 LINC01544 chr18 61748176 61756646 + -ENSG00000176641.10 RNF152 chr18 61808063 61894247 - -ENSG00000267597.1 RPIAP1 chr18 61957273 61958014 - -ENSG00000197563.9 PIGN chr18 62043567 62187118 - -ENSG00000134444.13 KIAA1468 chr18 62187258 62307829 + -ENSG00000266900.1 RP11-173A16.2 chr18 62245810 62247412 + -ENSG00000267560.1 RP11-173A16.1 chr18 62300036 62300998 - -ENSG00000141655.15 TNFRSF11A chr18 62325287 62391292 + -ENSG00000199867.1 Y_RNA chr18 62330812 62330913 + -ENSG00000267341.1 RP11-640A1.3 chr18 62372894 62378130 - -ENSG00000241088.2 RPL17P44 chr18 62415678 62416227 + -ENSG00000267487.1 RP11-640A1.4 chr18 62418318 62418576 + -ENSG00000266920.1 ACTBP9 chr18 62442028 62443126 + -ENSG00000141664.9 ZCCHC2 chr18 62523007 62587709 + -ENSG00000278017.1 RP11-120K19.4 chr18 62525919 62526325 - -ENSG00000279236.1 RP11-120K19.3 chr18 62551203 62552505 + -ENSG00000243549.3 RN7SL705P chr18 62650308 62650601 - -ENSG00000081913.13 PHLPP1 chr18 62715450 62980433 + -ENSG00000206746.1 RNU6-142P chr18 62731226 62731332 - -ENSG00000171791.11 BCL2 chr18 63123346 63320128 - -ENSG00000267766.1 RP11-299P2.1 chr18 63151114 63151320 - -ENSG00000267701.2 RP11-28F1.2 chr18 63313802 63314376 - -ENSG00000119537.15 KDSR chr18 63327726 63367510 - -ENSG00000267390.1 RP11-635N19.1 chr18 63367328 63381629 + -ENSG00000119541.9 VPS4B chr18 63389190 63422483 - -ENSG00000267430.1 RP11-635N19.2 chr18 63415317 63416469 - -ENSG00000206075.13 SERPINB5 chr18 63476761 63505085 + -ENSG00000269989.1 RP11-635N19.3 chr18 63485601 63486018 + -ENSG00000214318.3 ATP5G1P6 chr18 63496989 63497400 + -ENSG00000166634.6 SERPINB12 chr18 63556160 63567011 + -ENSG00000197641.11 SERPINB13 chr18 63586989 63604639 + -ENSG00000206073.10 SERPINB4 chr18 63637259 63644298 - -ENSG00000057149.14 SERPINB3 chr18 63637719 63661963 - -ENSG00000206072.12 SERPINB11 chr18 63647579 63726432 + -ENSG00000166396.12 SERPINB7 chr18 63752935 63805376 + -ENSG00000197632.8 SERPINB2 chr18 63871692 63903890 + -ENSG00000242550.5 SERPINB10 chr18 63897174 63936111 + -ENSG00000221887.5 HMSD chr18 63949301 63981774 + -ENSG00000166401.13 SERPINB8 chr18 63969925 64005667 + -ENSG00000237314.2 RPL12P39 chr18 64072158 64072653 + -ENSG00000179676.6 LINC00305 chr18 64080009 64149030 - -ENSG00000267134.1 RP11-146N18.1 chr18 64104091 64423601 + -ENSG00000236392.2 AC100848.1 chr18 64147209 64159299 + -ENSG00000266952.1 LINC01538 chr18 64213082 64260055 - -ENSG00000275448.1 RP11-762J3.1 chr18 64677796 64677993 - -ENSG00000280718.1 AC027506.1 chr18 64682136 64682203 - -ENSG00000263863.1 AC007948.1 chr18 65105873 65125710 - -ENSG00000264131.1 AC007631.1 chr18 65186159 65187018 + -ENSG00000264232.1 RP11-453M23.1 chr18 65424013 65447512 + -ENSG00000265217.1 RP11-775G23.1 chr18 65606090 65652053 + -ENSG00000081138.13 CDH7 chr18 65750252 65890341 + -ENSG00000263720.1 RP11-389J22.1 chr18 65865262 65866397 + -ENSG00000263622.1 RP11-389J22.3 chr18 65917782 65920942 - -ENSG00000264685.1 PRPF19P1 chr18 66068750 66069647 - -ENSG00000071991.8 CDH19 chr18 66501083 66604138 - -ENSG00000221536.1 AC091643.1 chr18 66653409 66653501 - -ENSG00000238680.1 RNU6-1037P chr18 66946116 66946222 + -ENSG00000263354.1 MIR5011 chr18 67081584 67081686 + -ENSG00000264054.1 RPL31P9 chr18 67137611 67137751 - -ENSG00000281905.1 AC091042.1 chr18 67296282 67296382 + -ENSG00000265936.1 RP11-563H6.1 chr18 67375133 67375305 + -ENSG00000260578.1 CTD-2541J13.1 chr18 67481791 67484966 - -ENSG00000171451.13 DSEL chr18 67506582 67516980 - -ENSG00000263424.1 CTD-2541J13.2 chr18 67506589 67514030 + -ENSG00000265533.1 RP11-638L3.1 chr18 67516546 67899619 + -ENSG00000264040.1 RP11-29O13.1 chr18 67602692 67603022 - -ENSG00000263594.1 RP11-28O3.2 chr18 67672221 67676078 - -ENSG00000265472.1 RP11-28O3.1 chr18 67707929 67708246 - -ENSG00000264104.1 RP11-638L3.4 chr18 67788268 67791035 - -ENSG00000265555.1 RP11-638L3.3 chr18 67808505 67814822 - -ENSG00000265240.1 RP11-638L3.2 chr18 67830671 67831967 - -ENSG00000264634.1 RP11-659F24.1 chr18 67940949 67956426 + -ENSG00000264869.1 RP11-526H11.1 chr18 68102116 68114377 + -ENSG00000264699.1 RP11-421N8.2 chr18 68258339 68264827 - -ENSG00000260747.1 RP11-421N8.1 chr18 68277802 68278243 - -ENSG00000265425.1 RP11-128D14.1 chr18 68427030 68436918 + -ENSG00000263355.1 AKR1B10P2 chr18 68455951 68456877 + -ENSG00000264697.1 RP11-585K6.2 chr18 68527970 68528123 + -ENSG00000166479.9 TMX3 chr18 68673688 68715298 - -ENSG00000150636.15 CCDC102B chr18 68715209 69055189 + -ENSG00000276092.1 RP11-734B5.2 chr18 68721082 68721560 + -ENSG00000263637.1 RP11-106E15.1 chr18 68753179 68754583 - -ENSG00000207072.1 RNU6-39P chr18 68858934 68859040 + -ENSG00000264444.1 SDHCP1 chr18 68866517 68867028 + -ENSG00000264472.4 RP11-861L17.3 chr18 68899781 68902255 - -ENSG00000273584.1 RP11-861L17.4 chr18 68908048 68908599 + -ENSG00000264236.1 RP11-861L17.2 chr18 68992718 68993375 - -ENSG00000264705.1 RP11-674P19.2 chr18 69212277 69214350 + -ENSG00000278532.1 RP11-17E3.1 chr18 69398726 69399249 - -ENSG00000206052.10 DOK6 chr18 69401055 69849087 + -ENSG00000264845.2 RP11-465I4.3 chr18 69469517 69471736 + -ENSG00000265643.1 RP11-465I4.2 chr18 69483627 69618694 - -ENSG00000279221.1 RP11-543H23.1 chr18 69659837 69663413 + -ENSG00000266840.1 RP11-543H23.2 chr18 69704978 69724975 - -ENSG00000150637.8 CD226 chr18 69831158 69961803 - -ENSG00000176225.12 RTTN chr18 70003793 70205945 - -ENSG00000170677.5 SOCS6 chr18 70288901 70330200 + -ENSG00000266258.1 RP11-41O4.1 chr18 70335439 70352459 + -ENSG00000266304.1 RP11-484N16.1 chr18 70335929 70337310 - -ENSG00000266278.1 RP11-41O4.2 chr18 70380140 70384591 - -ENSG00000265698.1 LARP7P3 chr18 70412055 70412391 + -ENSG00000214255.5 RPS2P6 chr18 70430231 70431125 + -ENSG00000278971.1 RP11-644A7.2 chr18 70489630 70491205 + -ENSG00000239748.3 RN7SL795P chr18 70512727 70513008 + -ENSG00000263417.4 GTSCR1 chr18 70630534 70650744 - -ENSG00000265781.1 RP11-384E22.1 chr18 71000477 71011490 - -ENSG00000265639.1 RP11-529J17.1 chr18 71028770 71033056 + -ENSG00000265484.1 RP11-47G4.2 chr18 71216704 71237102 - -ENSG00000263733.1 RP11-47G4.1 chr18 71225704 71226721 + -ENSG00000260676.5 LINC01541 chr18 71519962 71578956 - -ENSG00000264388.1 RP11-752P2.1 chr18 71588537 71588884 + -ENSG00000265946.1 RP11-752P2.2 chr18 71665148 71665525 + -ENSG00000265352.1 RP11-723G8.2 chr18 71732615 71788128 - -ENSG00000260457.2 RP11-723G8.1 chr18 71837039 71870788 + -ENSG00000265995.1 RP11-736G13.1 chr18 71890409 71944577 - -ENSG00000271313.1 RP11-736G13.2 chr18 71932493 71932796 + -ENSG00000141668.9 CBLN2 chr18 72536680 72638521 - -ENSG00000264315.1 HNRNPA1P11 chr18 72618267 72619222 + -ENSG00000166342.18 NETO1 chr18 72742314 72868146 - -ENSG00000265579.1 RP11-713C5.1 chr18 72743756 72745961 - -ENSG00000252598.1 RNA5SP460 chr18 72751952 72752051 + -ENSG00000263750.1 MIR548AV chr18 72853321 72853382 - -ENSG00000263958.1 RP11-676J15.1 chr18 72868388 72881399 + -ENSG00000263711.5 RP11-169F17.1 chr18 73151241 73264480 - -ENSG00000261780.2 CTD-2354A18.1 chr18 73324941 73349878 + -ENSG00000265380.1 RP11-126K15.1 chr18 73711329 73715490 - -ENSG00000241866.3 RN7SL401P chr18 73744935 73745232 + -ENSG00000263655.1 RP11-25L3.3 chr18 73914405 74034161 - -ENSG00000278902.1 RP11-25L3.1 chr18 73921939 73922631 - -ENSG00000141665.11 FBXO15 chr18 74073353 74147865 - -ENSG00000075336.11 TIMM21 chr18 74148511 74160530 + -ENSG00000260569.2 RP11-669I1.1 chr18 74211391 74240555 - -ENSG00000243856.3 RN7SL551P chr18 74227506 74227803 + -ENSG00000166347.18 CYB5A chr18 74250847 74292016 - -ENSG00000206043.6 C18orf63 chr18 74315813 74359187 + -ENSG00000235297.3 FAUP1 chr18 74389884 74390297 - -ENSG00000259779.1 RP11-231E4.2 chr18 74409415 74413209 + -ENSG00000187773.8 FAM69C chr18 74434099 74457944 - -ENSG00000133313.14 CNDP2 chr18 74495816 74523454 + -ENSG00000276934.1 RP11-231E4.5 chr18 74504766 74505248 + -ENSG00000150656.14 CNDP1 chr18 74534440 74587212 + -ENSG00000264340.1 RP11-231E4.3 chr18 74561381 74562100 - -ENSG00000264247.1 LINC00909 chr18 74591774 74598508 - -ENSG00000215421.9 ZNF407 chr18 74597870 75065671 + -ENSG00000252330.2 AC023380.1 chr18 74821126 74821220 + -ENSG00000278607.1 RP11-405M12.3 chr18 75070197 75071091 - -ENSG00000273669.1 RP11-405M12.4 chr18 75073543 75074205 + -ENSG00000278911.1 RP11-405M12.2 chr18 75103587 75106260 - -ENSG00000180011.6 ZADH2 chr18 75195108 75209348 - -ENSG00000179981.9 TSHZ1 chr18 75210755 75289950 + -ENSG00000276993.1 RP11-321M21.4 chr18 75387056 75387596 + -ENSG00000264116.4 RP11-321M21.3 chr18 75407012 75419040 + -ENSG00000206026.7 SMIM21 chr18 75409476 75427703 - -ENSG00000266774.1 RP11-321M21.1 chr18 75432703 75436957 - -ENSG00000261194.1 RP11-704C2.1 chr18 75696079 75712385 - -ENSG00000277497.1 AC090338.1 chr18 75753580 75753665 - -ENSG00000266460.1 RP11-173L6.1 chr18 75844925 75868252 - -ENSG00000275827.1 RP11-1O2.2 chr18 75927836 75928004 + -ENSG00000264108.1 RP11-357H3.1 chr18 76008118 76015861 - -ENSG00000263547.1 RP11-1O2.1 chr18 76122998 76145255 + -ENSG00000266743.1 RP11-94B19.6 chr18 76173304 76177738 - -ENSG00000264260.1 RP11-94B19.1 chr18 76209510 76215702 + -ENSG00000264595.1 RP11-94B19.5 chr18 76227990 76233387 - -ENSG00000266014.1 RP11-94B19.2 chr18 76247725 76251388 + -ENSG00000265717.1 RP11-94B19.7 chr18 76254292 76255214 - -ENSG00000264212.1 RP11-94B19.3 chr18 76256891 76258337 + -ENSG00000266614.1 RP11-94B19.4 chr18 76259166 76260114 + -ENSG00000101493.10 ZNF516 chr18 76358190 76495190 - -ENSG00000263982.1 RP11-504I13.3 chr18 76372717 76378275 + -ENSG00000280205.1 RP11-504I13.2 chr18 76385642 76389406 - -ENSG00000265778.2 RP11-17M16.2 chr18 76491652 76493918 + -ENSG00000275763.3 C18orf65 chr18 76495521 76498088 + -ENSG00000263812.5 LINC00908 chr18 76528655 76610968 + -ENSG00000266256.1 LINC00683 chr18 76615212 76625940 + -ENSG00000266312.1 RP11-111H3.3 chr18 76623006 76639011 - -ENSG00000276397.1 AC034110.1 chr18 76690029 76693636 + -ENSG00000265934.1 ARL2BPP1 chr18 76703444 76704254 - -ENSG00000265836.1 CCND3P2 chr18 76751305 76751841 + -ENSG00000265626.1 AC139085.2 chr18 76759685 76759866 - -ENSG00000264278.1 RP11-162A12.2 chr18 76794732 76822295 - -ENSG00000252097.1 RNU6-346P chr18 76800664 76800774 - -ENSG00000278107.1 RP11-162A12.4 chr18 76805151 76805736 - -ENSG00000130856.15 ZNF236 chr18 76822607 76970727 + -ENSG00000244229.1 RPL26P35 chr18 76834429 76834888 - -ENSG00000275355.1 Metazoa_SRP chr18 76840838 76841102 - -ENSG00000265261.1 RP11-162A12.3 chr18 76884935 76888724 - -ENSG00000266844.1 RP11-862L9.3 chr18 76974690 76984162 + -ENSG00000197971.14 MBP chr18 76978827 77133683 - -ENSG00000279811.1 RP11-862L9.2 chr18 77002849 77006846 - -ENSG00000275178.1 RP11-4B16.3 chr18 77093086 77093446 + -ENSG00000279433.1 RP11-4B16.1 chr18 77108284 77110537 - -ENSG00000278330.1 RP11-4B16.4 chr18 77112602 77115726 + -ENSG00000265844.1 RP11-751H17.1 chr18 77180106 77235430 + -ENSG00000166573.5 GALR1 chr18 77250549 77277896 + -ENSG00000264015.1 RP11-176N18.2 chr18 77421619 77560763 + -ENSG00000199392.1 SNORA25 chr18 77431563 77431689 - -ENSG00000264736.1 BDP1P chr18 77435253 77437242 - -ENSG00000264693.1 RP11-63N3.1 chr18 77622552 77624515 + -ENSG00000271702.1 RP11-63N3.2 chr18 77632928 77633360 - -ENSG00000252260.1 RNA5SP461 chr18 77863464 77863567 - -ENSG00000265843.2 LINC01029 chr18 77971294 77993722 - -ENSG00000264334.1 RP11-671C19.2 chr18 77983020 77986610 - -ENSG00000199728.1 RNU6-655P chr18 78036739 78036845 + -ENSG00000266213.1 RP11-100K18.1 chr18 78137223 78140887 + -ENSG00000265644.1 RP11-451L19.1 chr18 78480549 78484867 + -ENSG00000265378.1 RP11-123I22.1 chr18 78505165 78506410 + -ENSG00000201723.2 Y_RNA chr18 78544095 78544188 - -ENSG00000266273.1 RP11-715C4.1 chr18 78795612 78796672 - -ENSG00000266586.1 CTD-2382H12.2 chr18 78908629 78918993 - -ENSG00000265101.1 CTD-2382H12.1 chr18 78925064 78927441 - -ENSG00000263146.2 RP11-849I19.1 chr18 78976555 78979074 - -ENSG00000256463.8 SALL3 chr18 78980275 79002677 + -ENSG00000166377.19 ATP9B chr18 79069285 79378283 + -ENSG00000279416.1 RP11-849I19.2 chr18 79085134 79086435 + -ENSG00000267655.1 CTD-2286N8.2 chr18 79117207 79117920 + -ENSG00000279474.1 CTD-2286N8.1 chr18 79144752 79146918 + -ENSG00000267628.1 RP11-1136J12.1 chr18 79253577 79254856 - -ENSG00000267015.1 RP11-800A18.4 chr18 79340258 79343972 - -ENSG00000279077.1 RP11-800A18.3 chr18 79352458 79354567 + -ENSG00000131196.17 NFATC1 chr18 79395856 79529325 + -ENSG00000279637.1 RP11-196B3.1 chr18 79420836 79422780 + -ENSG00000275186.1 RP11-196B3.3 chr18 79470120 79470940 - -ENSG00000279981.1 RP11-196B3.2 chr18 79496058 79498348 + -ENSG00000279397.1 RP11-196B3.4 chr18 79515798 79516057 - -ENSG00000267287.1 RP11-567M16.1 chr18 79576460 79589010 + -ENSG00000267409.1 RP11-567M16.2 chr18 79610747 79612303 + -ENSG00000178412.4 RP11-567M16.3 chr18 79638928 79679745 - -ENSG00000274828.1 RP11-567M16.6 chr18 79677287 79679358 - -ENSG00000060069.16 CTDP1 chr18 79679801 79756623 + -ENSG00000266901.1 RP11-567M16.5 chr18 79702721 79703651 - -ENSG00000266924.1 RP11-154H12.2 chr18 79787121 79791432 + -ENSG00000267780.2 RP11-154H12.3 chr18 79792726 79816529 + -ENSG00000178342.4 KCNG2 chr18 79863668 79900184 + -ENSG00000278075.1 RP11-248M19.1 chr18 79900555 79900903 - -ENSG00000122490.18 PQLC1 chr18 79902420 79951664 - -ENSG00000226742.3 HSBP1L1 chr18 79964561 79970822 + -ENSG00000141759.14 TXNL4A chr18 79970811 80033949 - -ENSG00000267127.6 RP11-795F19.5 chr18 80034346 80097088 + -ENSG00000101546.12 RBFA chr18 80034358 80046397 + -ENSG00000261126.7 RP11-795F19.1 chr18 80046900 80095482 + -ENSG00000266909.1 SLC25A6P4 chr18 80077707 80078259 + -ENSG00000101544.8 ADNP2 chr18 80109031 80147523 + -ENSG00000267270.5 PARD6G-AS1 chr18 80147924 80178432 + -ENSG00000178184.15 PARD6G chr18 80157232 80247546 - -ENSG00000278000.1 AC139100.4 chr18 80161752 80162413 + -ENSG00000267251.2 AC139100.3 chr18 80183680 80202992 + -ENSG00000282458.1 WASH5P chr19 60951 71626 - -ENSG00000282542.1 AC008993.2 chr19 68403 69178 + -ENSG00000282798.1 LLNLR-222A1.1 chr19 69167 69972 + -ENSG00000282807.1 AC008993.3 chr19 71778 72718 + -ENSG00000275604.1 MIR1302-11 chr19 71973 72110 + -ENSG00000282591.1 FAM138F chr19 76163 77686 - -ENSG00000282137.1 OR4G3P chr19 94062 94974 + -ENSG00000267310.1 OR4G1P chr19 104535 105471 + -ENSG00000176695.6 OR4F17 chr19 107461 111696 + -ENSG00000267792.1 WBP1LP11 chr19 145485 145812 + -ENSG00000266971.1 OR4F8P chr19 156279 157215 - -ENSG00000282535.1 AC092192.1 chr19 176896 177913 + -ENSG00000281379.2 SEPT14P19 chr19 186373 195696 - -ENSG00000282059.1 AC092299.1 chr19 193239 195595 + -ENSG00000282416.1 LLNLF-173C4.2 chr19 197310 198066 - -ENSG00000282051.1 LLNLF-173C4.1 chr19 197961 200775 + -ENSG00000282508.1 LINC01002 chr19 198264 239440 - -ENSG00000282339.1 LLNLF-176F2.1 chr19 200499 201174 - -ENSG00000222329.1 RNU6-1076P chr19 223158 223261 - -ENSG00000282393.1 CTD-3113P16.11 chr19 248551 251571 - -ENSG00000141934.9 PPAP2C chr19 281040 291504 - -ENSG00000105556.10 MIER2 chr19 301444 344807 - -ENSG00000267124.2 CTD-3113P16.5 chr19 305573 306467 + -ENSG00000105549.10 THEG chr19 361747 376670 - -ENSG00000267443.2 AC010641.1 chr19 397589 399173 + -ENSG00000183186.7 C2CD4C chr19 405438 409170 - -ENSG00000129946.10 SHC2 chr19 416583 460996 - -ENSG00000252539.1 RNA5SP462 chr19 453134 453245 + -ENSG00000181781.9 ODF3L2 chr19 463346 474983 - -ENSG00000099866.14 MADCAM1 chr19 489176 505342 + -ENSG00000266933.2 AC005775.2 chr19 490046 507833 - -ENSG00000141933.9 TPGS1 chr19 507497 519654 + -ENSG00000099804.8 CDC34 chr19 531712 542092 + -ENSG00000197540.7 GZMM chr19 544034 549924 + -ENSG00000267751.5 AC009005.2 chr19 567210 572228 - -ENSG00000172270.18 BSG chr19 571277 583493 + -ENSG00000099822.2 HCN2 chr19 589893 617159 + -ENSG00000267036.2 AC005559.3 chr19 590430 591300 - -ENSG00000099821.13 POLRMT chr19 617224 633604 - -ENSG00000261204.1 AC004449.6 chr19 637105 637537 - -ENSG00000070388.11 FGF22 chr19 639879 644371 + -ENSG00000070423.17 RNF126 chr19 647526 663277 - -ENSG00000267666.2 AC004156.3 chr19 663482 669500 + -ENSG00000070404.9 FSTL3 chr19 676365 683399 + -ENSG00000185198.11 PRSS57 chr19 685546 695498 - -ENSG00000213726.5 RPS2P52 chr19 690353 691172 + -ENSG00000099864.17 PALM chr19 708939 748329 + -ENSG00000099812.8 MISP chr19 751126 764318 + -ENSG00000272473.1 AC006273.4 chr19 781002 781862 - -ENSG00000267530.2 AC006273.5 chr19 782755 785080 + -ENSG00000011304.16 PTBP1 chr19 797075 812327 + -ENSG00000265767.1 MIR4745 chr19 804940 805001 + -ENSG00000129951.18 LPPR3 chr19 812488 821977 - -ENSG00000263414.1 MIR3187 chr19 813584 813653 + -ENSG00000172232.9 AZU1 chr19 825097 832018 + -ENSG00000196415.9 PRTN3 chr19 840960 848175 + -ENSG00000197561.6 ELANE chr19 851014 856247 + -ENSG00000197766.7 CFD chr19 859643 863630 + -ENSG00000175221.14 MED16 chr19 867630 893218 - -ENSG00000207507.1 RNU6-9 chr19 893484 893590 + -ENSG00000198858.9 R3HDM4 chr19 896503 913245 - -ENSG00000116014.9 KISS1R chr19 917287 921015 + -ENSG00000116017.10 ARID3A chr19 925781 975934 + -ENSG00000267159.2 AC005391.2 chr19 928259 928817 - -ENSG00000275162.1 LLNLR-260G6.1 chr19 956485 958149 + -ENSG00000065268.10 WDR18 chr19 984271 998438 + -ENSG00000266990.1 LLNLR-284B4.2 chr19 999796 1002757 - -ENSG00000116032.5 GRIN3B chr19 1000419 1009732 + -ENSG00000182087.12 TMEM259 chr19 1009648 1021179 - -ENSG00000274177.1 LLNLR-284B4.1 chr19 1010221 1010907 + -ENSG00000207357.1 RNU6-2 chr19 1021522 1021628 + -ENSG00000064666.14 CNN2 chr19 1026581 1039068 + -ENSG00000279753.1 AC011558.5 chr19 1038727 1039064 - -ENSG00000064687.12 ABCA7 chr19 1040101 1065572 + -ENSG00000180448.10 HMHA1 chr19 1065923 1086628 + -ENSG00000099817.11 POLR2E chr19 1086579 1095380 - -ENSG00000167468.16 GPX4 chr19 1103926 1106791 + -ENSG00000064932.15 SBNO2 chr19 1107636 1174283 - -ENSG00000118046.14 STK11 chr19 1177558 1228435 + -ENSG00000267736.2 HMGB2P1 chr19 1203209 1203842 + -ENSG00000099625.12 C19orf26 chr19 1228287 1238027 - -ENSG00000267778.1 AC004221.2 chr19 1238179 1239522 + -ENSG00000099624.7 ATP5D chr19 1241746 1244826 + -ENSG00000167470.12 MIDN chr19 1248553 1259140 + -ENSG00000099622.13 CIRBP chr19 1259384 1274880 + -ENSG00000267493.3 CIRBP-AS1 chr19 1267814 1270241 - -ENSG00000228300.13 C19orf24 chr19 1275438 1279249 + -ENSG00000160953.14 MUM1 chr19 1285893 1378431 + -ENSG00000099617.3 EFNA2 chr19 1286154 1300237 + -ENSG00000240846.2 RPS15P9 chr19 1307401 1307719 - -ENSG00000267372.2 AC005330.2 chr19 1321225 1322846 + -ENSG00000279488.1 AC004623.3 chr19 1372238 1374364 - -ENSG00000267755.1 AC004623.2 chr19 1376773 1377520 - -ENSG00000115286.19 NDUFS7 chr19 1383527 1395589 + -ENSG00000280486.1 LLNLR-307A6.1 chr19 1386804 1389651 - -ENSG00000248015.6 AC005329.7 chr19 1392170 1396467 - -ENSG00000130005.11 GAMT chr19 1397084 1401570 - -ENSG00000071626.16 DAZAP1 chr19 1407569 1435687 + -ENSG00000115268.9 RPS15 chr19 1438358 1440494 + -ENSG00000268798.1 CTB-25B13.5 chr19 1440839 1441938 + -ENSG00000115266.11 APC2 chr19 1446302 1473244 + -ENSG00000267317.2 CTB-25B13.12 chr19 1457670 1458580 - -ENSG00000119559.15 C19orf25 chr19 1461143 1479556 - -ENSG00000115257.15 PCSK4 chr19 1481428 1490752 - -ENSG00000115255.10 REEP6 chr19 1490747 1497927 + -ENSG00000185761.10 ADAMTSL5 chr19 1505018 1513604 - -ENSG00000267092.2 CTB-25B13.9 chr19 1508375 1508963 + -ENSG00000185988.11 PLK5 chr19 1524074 1535456 + -ENSG00000266399.1 AC027307.2 chr19 1553981 1554032 - -ENSG00000181588.16 MEX3D chr19 1554669 1568058 - -ENSG00000222720.1 AC027307.1 chr19 1556605 1556686 + -ENSG00000239367.2 RN7SL477P chr19 1570575 1570860 - -ENSG00000071655.17 MBD3 chr19 1573596 1592801 - -ENSG00000279009.1 AC005943.6 chr19 1576939 1577086 + -ENSG00000267059.2 AC005943.2 chr19 1578339 1605445 - -ENSG00000127540.11 UQCR11 chr19 1597172 1605490 - -ENSG00000071564.14 TCF3 chr19 1609290 1652605 - -ENSG00000252933.1 RNU6-1223P chr19 1616492 1616595 - -ENSG00000275642.1 Metazoa_SRP chr19 1724115 1724395 + -ENSG00000267073.1 AC005256.1 chr19 1748056 1748745 + -ENSG00000205922.4 ONECUT3 chr19 1752373 1780988 + -ENSG00000130270.16 ATP8B3 chr19 1782075 1812276 - -ENSG00000079313.11 REXO1 chr19 1815246 1848463 - -ENSG00000267007.1 CTB-31O20.3 chr19 1815249 1815873 + -ENSG00000223244.1 MIR1909 chr19 1816159 1816238 - -ENSG00000267244.5 CTB-31O20.4 chr19 1822089 1824542 + -ENSG00000267125.2 CTB-31O20.6 chr19 1852382 1853622 + -ENSG00000129911.8 KLF16 chr19 1852399 1863568 - -ENSG00000267141.1 CTB-31O20.8 chr19 1860250 1862019 + -ENSG00000261526.2 CTB-31O20.2 chr19 1874871 1876169 - -ENSG00000267232.1 CTB-31O20.9 chr19 1875016 1875992 + -ENSG00000129968.15 ABHD17A chr19 1876810 1885547 - -ENSG00000227500.9 SCAMP4 chr19 1905214 1926013 + -ENSG00000213638.5 ADAT3 chr19 1905378 1913447 + -ENSG00000133275.15 CSNK1G2 chr19 1941149 1981338 + -ENSG00000180846.8 CSNK1G2-AS1 chr19 1952531 1954586 - -ENSG00000133243.8 BTBD2 chr19 1985438 2034881 - -ENSG00000267283.1 AC005306.3 chr19 1989401 1990370 + -ENSG00000279653.1 LLNLR-304A6.1 chr19 2002580 2003581 - -ENSG00000275468.1 LLNLR-304A6.2 chr19 2013728 2014656 - -ENSG00000267180.1 AC007136.1 chr19 2030853 2031051 - -ENSG00000099875.14 MKNK2 chr19 2037465 2051244 - -ENSG00000172081.13 MOB3A chr19 2071038 2096673 - -ENSG00000099840.13 IZUMO4 chr19 2096429 2099593 + -ENSG00000065000.15 AP3D1 chr19 2100988 2164465 - -ENSG00000104885.17 DOT1L chr19 2164149 2232578 + -ENSG00000267122.1 AC004490.1 chr19 2212029 2215565 - -ENSG00000104886.9 PLEKHJ1 chr19 2230084 2237704 - -ENSG00000221411.1 MIR1227 chr19 2234062 2234149 - -ENSG00000276587.1 MIR6789 chr19 2235829 2235926 - -ENSG00000104897.9 SF3A2 chr19 2236504 2248679 + -ENSG00000104899.5 AMH chr19 2249309 2252073 + -ENSG00000267021.1 MIR4321 chr19 2250639 2250718 + -ENSG00000167476.10 JSRP1 chr19 2252252 2269759 - -ENSG00000104904.12 OAZ1 chr19 2269509 2273490 + -ENSG00000273734.1 LLfos-48D6.2 chr19 2269525 2341172 + -ENSG00000188305.5 C19orf35 chr19 2274622 2282176 - -ENSG00000220008.3 LINGO3 chr19 2289784 2292024 - -ENSG00000130332.14 LSM7 chr19 2321517 2328620 - -ENSG00000005206.16 SPPL2B chr19 2328615 2354806 + -ENSG00000178297.12 TMPRSS9 chr19 2389771 2426239 + -ENSG00000099800.7 TIMM13 chr19 2425624 2427894 - -ENSG00000176619.10 LMNB2 chr19 2427638 2456996 - -ENSG00000274304.1 MIR7108 chr19 2434914 2435000 - -ENSG00000267201.1 AC005624.2 chr19 2458935 2462185 - -ENSG00000099860.8 GADD45B chr19 2476122 2478259 + -ENSG00000252962.1 RNU6-993P chr19 2503047 2503141 - -ENSG00000176533.12 GNG7 chr19 2511219 2702709 - -ENSG00000105694.3 TCEB1P28 chr19 2538112 2538754 + -ENSG00000263974.2 RN7SL121P chr19 2595019 2595291 - -ENSG00000267412.1 CTC-265F19.2 chr19 2610155 2611862 - -ENSG00000277904.1 MIR7850 chr19 2630715 2630793 + -ENSG00000267214.1 CTC-265F19.3 chr19 2631954 2632849 + -ENSG00000267749.1 CTC-265F19.1 chr19 2641838 2643853 - -ENSG00000276097.1 AC006538.8 chr19 2700689 2701266 - -ENSG00000176490.4 DIRAS1 chr19 2714567 2721418 - -ENSG00000267001.1 AC006538.4 chr19 2717769 2740048 - -ENSG00000261342.1 AC006538.1 chr19 2727743 2729327 - -ENSG00000141873.10 SLC39A3 chr19 2732204 2740152 - -ENSG00000104969.9 SGTA chr19 2754714 2783371 - -ENSG00000172009.14 THOP1 chr19 2785460 2815807 + -ENSG00000172006.11 ZNF554 chr19 2819874 2835773 + -ENSG00000186300.11 ZNF555 chr19 2841435 2860484 + -ENSG00000267063.1 AC006130.3 chr19 2847227 2858716 - -ENSG00000172000.7 ZNF556 chr19 2867335 2883445 + -ENSG00000263997.1 AC006130.1 chr19 2872345 2872430 - -ENSG00000267398.1 AC006130.4 chr19 2874950 2875592 - -ENSG00000266938.1 AC119403.1 chr19 2896625 2897222 - -ENSG00000171970.12 ZNF57 chr19 2900898 2918476 + -ENSG00000253392.2 AC006277.2 chr19 2915146 2926807 - -ENSG00000175691.8 ZNF77 chr19 2933218 2944971 - -ENSG00000279452.1 AC006277.3 chr19 2949035 2950644 + -ENSG00000104953.18 TLE6 chr19 2977446 2995184 + -ENSG00000065717.14 TLE2 chr19 2997638 3047635 - -ENSG00000267469.1 AC005944.2 chr19 3052910 3053724 + -ENSG00000104964.14 AES chr19 3052910 3063107 - -ENSG00000088256.8 GNA11 chr19 3094410 3124004 + -ENSG00000267139.1 AC005262.3 chr19 3118665 3119304 - -ENSG00000267688.1 AC005262.2 chr19 3121116 3122128 - -ENSG00000266944.1 AC005262.4 chr19 3130717 3131398 + -ENSG00000060558.3 GNA15 chr19 3136193 3163769 + -ENSG00000267551.3 AC005264.2 chr19 3141576 3155175 - -ENSG00000125910.5 S1PR4 chr19 3172346 3180332 + -ENSG00000125912.10 NCLN chr19 3185563 3209575 + -ENSG00000161082.12 CELF5 chr19 3224703 3297076 + -ENSG00000267448.5 AC010649.1 chr19 3296765 3303003 - -ENSG00000280103.1 AC007792.1 chr19 3355554 3355955 - -ENSG00000141905.17 NFIC chr19 3359563 3469217 + -ENSG00000279599.1 AC005514.2 chr19 3371395 3371602 + -ENSG00000095932.6 SMIM24 chr19 3473986 3480542 - -ENSG00000129932.7 DOHH chr19 3490821 3500940 - -ENSG00000105325.13 FZR1 chr19 3506273 3538330 + -ENSG00000252408.1 SNORD38 chr19 3521248 3521320 - -ENSG00000161091.12 MFSD12 chr19 3538261 3574290 - -ENSG00000183397.5 C19orf71 chr19 3539154 3544030 + -ENSG00000267436.1 AC005786.7 chr19 3544199 3557569 + -ENSG00000267231.1 AC005786.5 chr19 3558015 3558486 + -ENSG00000279590.1 AC005786.6 chr19 3567278 3567959 - -ENSG00000266959.1 AC005786.3 chr19 3568120 3568273 - -ENSG00000064961.18 HMG20B chr19 3572777 3579088 + -ENSG00000179855.5 GIPC3 chr19 3585553 3593541 + -ENSG00000006638.11 TBXA2R chr19 3594506 3606840 - -ENSG00000226800.5 CACTIN-AS1 chr19 3607247 3613930 + -ENSG00000105298.13 CACTIN chr19 3610641 3626815 - -ENSG00000186111.8 PIP5K1C chr19 3630183 3700479 - -ENSG00000267304.1 AC004637.1 chr19 3672582 3674295 + -ENSG00000105289.14 TJP3 chr19 3708109 3750813 + -ENSG00000011132.11 APBA3 chr19 3750819 3761699 - -ENSG00000267205.1 AC005954.4 chr19 3753840 3756517 + -ENSG00000267138.1 AC005954.3 chr19 3754620 3756659 - -ENSG00000183617.4 MRPL54 chr19 3762664 3768575 + -ENSG00000173976.15 RAX2 chr19 3769089 3772221 - -ENSG00000267148.1 AC005777.3 chr19 3775996 3776182 - -ENSG00000007264.13 MATK chr19 3777970 3802129 - -ENSG00000105278.10 ZFR2 chr19 3804024 3869032 - -ENSG00000266989.1 FTLP5 chr19 3870991 3872107 + -ENSG00000167654.17 ATCAY chr19 3879864 3928079 + -ENSG00000266627.2 RN7SL202P chr19 3920245 3920506 - -ENSG00000077009.13 NMRK2 chr19 3933103 3942416 + -ENSG00000167657.11 DAPK3 chr19 3958453 3971123 - -ENSG00000207733.1 MIR637 chr19 3961414 3961512 - -ENSG00000167658.15 EEF2 chr19 3976056 3985469 - -ENSG00000206775.1 SNORD37 chr19 3982507 3982572 - -ENSG00000105229.6 PIAS4 chr19 4007646 4039386 + -ENSG00000178951.8 ZBTB7A chr19 4044364 4066945 - -ENSG00000268670.1 CTD-2622I13.3 chr19 4061615 4062749 - -ENSG00000126934.13 MAP2K2 chr19 4090321 4124129 - -ENSG00000278007.1 Metazoa_SRP chr19 4127492 4127732 + -ENSG00000060566.13 CREB3L3 chr19 4153601 4173054 + -ENSG00000077463.14 SIRT6 chr19 4174109 4182604 - -ENSG00000089847.12 ANKRD24 chr19 4183354 4224814 + -ENSG00000105246.5 EBI3 chr19 4229498 4237531 + -ENSG00000280247.1 AC005578.3 chr19 4246339 4247358 - -ENSG00000105248.15 CCDC94 chr19 4247079 4269090 + -ENSG00000105251.10 SHD chr19 4278601 4290724 + -ENSG00000167664.8 TMIGD2 chr19 4292232 4302431 - -ENSG00000105255.10 FSD1 chr19 4304600 4323843 + -ENSG00000178078.11 STAP2 chr19 4324043 4342786 - -ENSG00000269425.1 AC007292.7 chr19 4339577 4343491 + -ENSG00000008382.15 MPND chr19 4343527 4360086 + -ENSG00000269807.1 AC007292.4 chr19 4347244 4354057 - -ENSG00000267938.1 EIF1P6 chr19 4347780 4349061 - -ENSG00000269318.1 AC007292.3 chr19 4356637 4358448 - -ENSG00000141985.9 SH3GL1 chr19 4360370 4400547 - -ENSG00000267980.1 AC007292.6 chr19 4363789 4364640 + -ENSG00000276751.1 AC011498.1 chr19 4385004 4385113 + -ENSG00000167670.15 CHAF1A chr19 4402662 4445018 + -ENSG00000267255.1 CTB-50L17.5 chr19 4429689 4430934 - -ENSG00000167671.11 UBXN6 chr19 4444999 4457822 - -ENSG00000266437.1 MIR4746 chr19 4445978 4446048 + -ENSG00000267030.1 CTB-50L17.7 chr19 4447304 4448217 + -ENSG00000280239.1 CTB-50L17.8 chr19 4448810 4450836 + -ENSG00000267769.1 CTB-50L17.9 chr19 4454014 4455286 + -ENSG00000267011.5 CTB-50L17.16 chr19 4457962 4471493 - -ENSG00000167674.14 HDGFRP2 chr19 4472287 4502211 + -ENSG00000167676.4 PLIN4 chr19 4502180 4518465 - -ENSG00000214456.8 PLIN5 chr19 4522531 4535224 - -ENSG00000267385.1 CTB-50L17.14 chr19 4528427 4540067 - -ENSG00000171236.9 LRG1 chr19 4536409 4540474 - -ENSG00000167680.15 SEMA6B chr19 4542593 4559808 - -ENSG00000267408.1 CTB-50L17.2 chr19 4621194 4622307 + -ENSG00000185361.8 TNFAIP8L1 chr19 4639518 4655568 + -ENSG00000074842.7 MYDGF chr19 4641374 4670370 - -ENSG00000280849.1 AC005339.1 chr19 4652171 4652283 - -ENSG00000268565.1 AC005339.2 chr19 4654964 4655524 - -ENSG00000142002.16 DPP9 chr19 4675224 4724673 - -ENSG00000205790.1 DPP9-AS1 chr19 4679282 4685948 + -ENSG00000266209.1 AC005783.1 chr19 4726291 4726379 - -ENSG00000176840.11 MIR7-3HG chr19 4769140 4772533 + -ENSG00000207630.1 MIR7-3 chr19 4770670 4770779 + -ENSG00000268536.1 AC005523.3 chr19 4785120 4791207 - -ENSG00000141965.4 FEM1A chr19 4791681 4801273 + -ENSG00000269604.1 AC005523.2 chr19 4791745 4795559 - -ENSG00000127666.9 TICAM1 chr19 4815932 4831704 - -ENSG00000267484.1 CTC-518P12.6 chr19 4838332 4838907 + -ENSG00000105355.8 PLIN3 chr19 4838341 4867768 - -ENSG00000264899.1 AC027319.2 chr19 4876712 4876798 + -ENSG00000221535.1 AC027319.1 chr19 4889203 4889298 - -ENSG00000205784.2 ARRDC5 chr19 4890437 4902867 - -ENSG00000276043.4 UHRF1 chr19 4903080 4962154 + -ENSG00000273632.1 AC027319.3 chr19 4920332 4920442 + -ENSG00000263409.1 MIR4747 chr19 4932687 4932740 + -ENSG00000127663.14 KDM4B chr19 4969113 5153595 + -ENSG00000105426.14 PTPRS chr19 5158495 5340803 - -ENSG00000267550.1 CTC-482H14.5 chr19 5178119 5178464 + -ENSG00000239524.2 RPL32P34 chr19 5277734 5278133 + -ENSG00000274447.1 LLNLR-304G9.1 chr19 5294247 5294696 + -ENSG00000105428.5 ZNRF4 chr19 5455431 5456856 + -ENSG00000223573.6 TINCR chr19 5558167 5568034 - -ENSG00000233270.1 SNRPEP4 chr19 5576660 5576938 - -ENSG00000130254.11 SAFB2 chr19 5586999 5624046 - -ENSG00000160633.12 SAFB chr19 5623035 5668478 + -ENSG00000130255.12 RPL36 chr19 5674947 5691876 + -ENSG00000174917.8 C19orf70 chr19 5678421 5680896 - -ENSG00000167733.13 HSD11B1L chr19 5680604 5688523 + -ENSG00000196365.11 LONP1 chr19 5691834 5720572 - -ENSG00000174898.15 CATSPERD chr19 5720677 5778734 + -ENSG00000212123.3 PRR22 chr19 5782960 5784765 - -ENSG00000267157.1 CTB-54O9.9 chr19 5784005 5785619 - -ENSG00000141994.15 DUS3L chr19 5784832 5791238 - -ENSG00000263995.1 AC011499.1 chr19 5822925 5823024 + -ENSG00000171119.2 NRTN chr19 5823802 5828324 + -ENSG00000156413.13 FUT6 chr19 5830610 5839731 - -ENSG00000171124.12 FUT3 chr19 5842888 5851474 - -ENSG00000267709.1 AC024592.9 chr19 5847467 5858239 + -ENSG00000130383.7 FUT5 chr19 5865826 5870540 - -ENSG00000267740.5 AC024592.12 chr19 5866171 5903787 - -ENSG00000174886.12 NDUFA11 chr19 5891276 5904006 - -ENSG00000266941.1 AC104532.3 chr19 5899895 5901511 + -ENSG00000267314.1 AC104532.2 chr19 5904841 5914707 + -ENSG00000187650.3 VMAC chr19 5904858 5910853 + -ENSG00000267571.1 AC104532.4 chr19 5911578 5913899 - -ENSG00000105519.12 CAPS chr19 5911707 5916208 + -ENSG00000031823.14 RANBP3 chr19 5916139 5978142 - -ENSG00000266983.1 CTC-232P5.1 chr19 5978403 6020363 + -ENSG00000087903.12 RFX2 chr19 5993164 6199572 - -ENSG00000267262.1 CTC-232P5.3 chr19 6067953 6077119 + -ENSG00000267589.1 CTC-232P5.4 chr19 6072823 6073527 + -ENSG00000267299.1 CTB-66B24.1 chr19 6109322 6125797 + -ENSG00000130377.13 ACSBG2 chr19 6135247 6193094 + -ENSG00000267415.1 CTC-503J8.2 chr19 6176256 6176442 - -ENSG00000130382.8 MLLT1 chr19 6210379 6279948 - -ENSG00000267563.1 CTC-503J8.4 chr19 6259157 6259799 + -ENSG00000280394.1 CTC-503J8.8 chr19 6263068 6263469 - -ENSG00000167769.4 ACER1 chr19 6306142 6333629 - -ENSG00000269802.1 CTB-180A7.3 chr19 6343761 6362149 - -ENSG00000125656.8 CLPP chr19 6361452 6368908 + -ENSG00000125652.7 ALKBH7 chr19 6372433 6375251 + -ENSG00000125650.4 PSPN chr19 6375148 6379058 - -ENSG00000125651.13 GTF2F1 chr19 6379569 6393981 - -ENSG00000269444.1 CTB-180A7.6 chr19 6386762 6390400 - -ENSG00000274390.1 MIR6885 chr19 6389638 6389703 - -ENSG00000273758.1 MIR6790 chr19 6392921 6392983 - -ENSG00000214347.6 CTB-180A7.8 chr19 6393809 6412404 + -ENSG00000088247.15 KHSRP chr19 6413348 6424794 - -ENSG00000266722.1 MIR3940 chr19 6416410 6416511 - -ENSG00000181240.13 SLC25A41 chr19 6426037 6433779 - -ENSG00000125648.14 SLC25A23 chr19 6436079 6465203 - -ENSG00000130545.15 CRB3 chr19 6463777 6467221 + -ENSG00000205744.9 DENND1C chr19 6467207 6482557 - -ENSG00000275234.1 CTD-2396E7.11 chr19 6469465 6470152 + -ENSG00000104833.10 TUBB4A chr19 6494319 6502848 - -ENSG00000268203.1 CTD-2396E7.9 chr19 6494320 6494805 + -ENSG00000268191.1 CTD-2396E7.10 chr19 6494320 6495025 + -ENSG00000125657.4 TNFSF9 chr19 6530999 6535928 + -ENSG00000268742.1 CTD-2396E7.7 chr19 6552358 6554494 - -ENSG00000269546.1 CLIC4P2 chr19 6562123 6563848 - -ENSG00000199223.1 Y_RNA chr19 6572956 6573057 - -ENSG00000125726.10 CD70 chr19 6583183 6604103 - -ENSG00000268785.1 RPL7P50 chr19 6593329 6594055 + -ENSG00000125735.10 TNFSF14 chr19 6661253 6670588 - -ENSG00000125730.16 C3 chr19 6677704 6730562 - -ENSG00000276980.1 CTD-3128G10.7 chr19 6716386 6717742 - -ENSG00000125734.13 GPR108 chr19 6729914 6737603 - -ENSG00000277714.1 MIR6791 chr19 6736712 6736778 - -ENSG00000125733.17 TRIP10 chr19 6737925 6751526 + -ENSG00000269680.1 CTD-3128G10.6 chr19 6748293 6751467 - -ENSG00000125731.12 SH2D3A chr19 6752160 6767588 - -ENSG00000141968.7 VAV1 chr19 6772714 6857366 + -ENSG00000174837.14 ADGRE1 chr19 6887566 6940459 + -ENSG00000280091.1 CTC-312O10.3 chr19 6894994 6896832 - -ENSG00000269385.1 CTC-312O10.2 chr19 6898299 6898686 + -ENSG00000276568.1 Metazoa_SRP chr19 6928345 6928629 + -ENSG00000268758.5 ADGRE4P chr19 6952500 6990846 - -ENSG00000268845.1 RP11-1137G4.3 chr19 6953211 6954904 + -ENSG00000269761.1 RP11-1137G4.4 chr19 7005012 7006074 - -ENSG00000196589.5 CTB-25J19.1 chr19 7018971 7021432 - -ENSG00000237247.5 MBD3L5 chr19 7030577 7033011 + -ENSG00000205718.8 MBD3L4 chr19 7037748 7040179 - -ENSG00000230522.4 MBD3L2 chr19 7049321 7051735 + -ENSG00000182315.8 MBD3L3 chr19 7056209 7058640 - -ENSG00000130544.11 ZNF557 chr19 7069444 7087968 + -ENSG00000171105.13 INSR chr19 7112255 7294034 - -ENSG00000266483.1 AC010311.1 chr19 7160420 7160495 - -ENSG00000263264.1 CTB-133G6.1 chr19 7348943 7383385 + -ENSG00000268861.5 CTD-2207O23.3 chr19 7380964 7472477 + -ENSG00000267852.1 CTB-133G6.2 chr19 7390522 7395039 - -ENSG00000104880.17 ARHGEF18 chr19 7395113 7472477 + -ENSG00000104883.7 PEX11G chr19 7476875 7497449 - -ENSG00000198723.10 C19orf45 chr19 7492976 7508450 + -ENSG00000267952.1 CTD-2207O23.12 chr19 7507052 7519622 + -ENSG00000198816.5 ZNF358 chr19 7515292 7521026 + -ENSG00000269371.1 CTD-2207O23.11 chr19 7519916 7520460 - -ENSG00000090674.15 MCOLN1 chr19 7522626 7534009 + -ENSG00000268614.1 CTD-2207O23.10 chr19 7533595 7540059 + -ENSG00000032444.15 PNPLA6 chr19 7534004 7561764 + -ENSG00000076826.9 CAMSAP3 chr19 7595902 7618304 + -ENSG00000273657.1 MIR6792 chr19 7617439 7617505 + -ENSG00000076924.11 XAB2 chr19 7619525 7629565 - -ENSG00000229833.9 PET100 chr19 7629737 7631956 + -ENSG00000268400.5 CTD-3214H19.4 chr19 7629796 7643048 + -ENSG00000174788.9 PCP2 chr19 7631611 7633748 - -ENSG00000268204.1 CTD-3214H19.6 chr19 7633766 7636990 - -ENSG00000076944.14 STXBP2 chr19 7636881 7647873 + -ENSG00000269228.1 CTD-3214H19.12 chr19 7665717 7666476 + -ENSG00000104918.7 RETN chr19 7669044 7670454 + -ENSG00000183019.7 MCEMP1 chr19 7676628 7679826 + -ENSG00000269711.1 CTD-3214H19.16 chr19 7678501 7682854 + -ENSG00000181029.8 TRAPPC5 chr19 7680843 7687703 + -ENSG00000104921.14 FCER2 chr19 7688758 7702146 - -ENSG00000182566.12 CLEC4G chr19 7728957 7733906 - -ENSG00000090659.17 CD209 chr19 7739994 7747564 - -ENSG00000242636.1 RPL21P129 chr19 7750684 7751161 + -ENSG00000104938.16 CLEC4M chr19 7763149 7769605 + -ENSG00000268297.1 CLEC4GP1 chr19 7787549 7790621 + -ENSG00000269763.1 EXOSC3P2 chr19 7813615 7814425 - -ENSG00000142459.8 EVI5L chr19 7830233 7864976 + -ENSG00000183248.11 PRR36 chr19 7868719 7874379 - -ENSG00000268120.1 CTD-3193O13.11 chr19 7870561 7871296 + -ENSG00000269153.1 LYPLA2P2 chr19 7879445 7880120 - -ENSG00000199900.1 RNA5SP463 chr19 7886977 7887096 - -ENSG00000171017.10 LRRC8E chr19 7888505 7902021 + -ENSG00000214248.2 CTD-3193O13.12 chr19 7898804 7903542 - -ENSG00000076984.17 MAP2K7 chr19 7903843 7914478 + -ENSG00000268149.1 CTD-3193O13.13 chr19 7912648 7913518 - -ENSG00000260001.6 TGFBR3L chr19 7916145 7919097 + -ENSG00000260500.1 CTD-3193O13.1 chr19 7918652 7919157 - -ENSG00000104976.11 SNAPC2 chr19 7920316 7923250 + -ENSG00000178531.5 CTXN1 chr19 7924485 7926166 - -ENSG00000269139.2 CTD-3193O13.8 chr19 7926001 7926810 + -ENSG00000104980.7 TIMM44 chr19 7926718 7943920 - -ENSG00000066044.13 ELAVL1 chr19 7958579 8445041 - -ENSG00000269813.1 CTD-3193O13.14 chr19 7959123 7960012 + -ENSG00000267939.1 CTD-2325M2.1 chr19 8008729 8016025 + -ENSG00000131142.13 CCL25 chr19 8052767 8062650 + -ENSG00000142449.12 FBN3 chr19 8065402 8149846 - -ENSG00000269651.1 CTD-3020H12.3 chr19 8173272 8175567 + -ENSG00000090661.11 CERS4 chr19 8206736 8262421 + -ENSG00000271717.1 CTD-3020H12.4 chr19 8222153 8239648 - -ENSG00000167775.10 CD320 chr19 8302127 8308356 - -ENSG00000167774.2 NDUFA7 chr19 8308283 8321379 - -ENSG00000267855.5 NDUFA7 chr19 8308768 8321396 - -ENSG00000233927.4 RPS28 chr19 8321158 8323340 + -ENSG00000186994.11 KANK3 chr19 8322584 8343262 - -ENSG00000265364.1 AC010323.1 chr19 8346010 8346096 - -ENSG00000268884.1 CTD-2550O8.7 chr19 8346517 8347687 + -ENSG00000167772.11 ANGPTL4 chr19 8363289 8374373 + -ENSG00000269386.5 RAB11B-AS1 chr19 8374373 8390685 - -ENSG00000265390.1 MIR4999 chr19 8389290 8389380 - -ENSG00000185236.11 RAB11B chr19 8389981 8404434 + -ENSG00000099785.10 MARCH2 chr19 8413270 8439017 + -ENSG00000268931.1 RP11-886P16.6 chr19 8423355 8427827 - -ENSG00000279827.1 RP11-886P16.10 chr19 8444570 8445597 - -ENSG00000099783.11 HNRNPM chr19 8444767 8489114 + -ENSG00000133246.11 PRAM1 chr19 8490056 8503112 - -ENSG00000133250.13 ZNF414 chr19 8509678 8514164 - -ENSG00000142347.16 MYO1F chr19 8520790 8577577 - -ENSG00000268618.1 AC092316.1 chr19 8549506 8550139 + -ENSG00000279396.1 AC130469.1 chr19 8575079 8576170 - -ENSG00000142303.13 ADAMTS10 chr19 8580242 8610735 - -ENSG00000267986.1 AC130469.2 chr19 8581160 8582715 + -ENSG00000268480.1 CTD-2586B10.1 chr19 8630671 8638649 + -ENSG00000261866.1 AC092566.1 chr19 8676844 8677068 + -ENSG00000279426.1 AC093230.2 chr19 8695721 8696321 - -ENSG00000181786.4 ACTL9 chr19 8697397 8698822 - -ENSG00000269244.1 RPL23AP78 chr19 8728735 8729204 - -ENSG00000181733.2 OR2Z1 chr19 8730954 8732009 + -ENSG00000268922.1 CTD-2557P19.4 chr19 8778665 8778861 - -ENSG00000167785.8 ZNF558 chr19 8806170 8832328 - -ENSG00000269300.1 CTD-2529P6.3 chr19 8821501 8824110 + -ENSG00000170948.3 MBD3L1 chr19 8832398 8843340 + -ENSG00000269400.1 CTD-2529P6.4 chr19 8833065 8833541 + -ENSG00000181143.15 MUC16 chr19 8848844 8981342 - -ENSG00000267332.1 BOLA3P2 chr19 9019344 9019984 + -ENSG00000267154.1 OR1M4P chr19 9083112 9083398 - -ENSG00000170929.5 OR1M1 chr19 9093179 9094213 + -ENSG00000170923.2 OR7G2 chr19 9102269 9103306 - -ENSG00000161807.3 OR7G1 chr19 9114828 9115763 - -ENSG00000275787.1 OR7G15P chr19 9122160 9122492 - -ENSG00000170920.2 OR7G3 chr19 9126012 9126950 - -ENSG00000130803.14 ZNF317 chr19 9140380 9163424 + -ENSG00000267418.1 TCEB1P29 chr19 9182369 9183048 - -ENSG00000188000.3 OR7D2 chr19 9185594 9188817 + -ENSG00000267775.1 OR7E16P chr19 9191286 9192170 + -ENSG00000187847.3 OR7E25P chr19 9204308 9205217 + -ENSG00000174667.3 OR7D4 chr19 9213850 9214871 - -ENSG00000188314.3 OR7D1P chr19 9235144 9236076 + -ENSG00000237521.2 OR7E24 chr19 9250930 9252479 + -ENSG00000180926.6 OR7E18P chr19 9261015 9261716 - -ENSG00000225980.3 OR7E19P chr19 9265440 9266283 - -ENSG00000226480.1 OR7H1P chr19 9278448 9279369 - -ENSG00000267510.1 CTC-325H20.4 chr19 9291515 9294482 + -ENSG00000196110.7 ZNF699 chr19 9294275 9309838 - -ENSG00000188321.13 ZNF559 chr19 9323772 9351162 + -ENSG00000270011.6 ZNF559-ZNF177 chr19 9324174 9382617 + -ENSG00000270614.1 CTC-325H20.7 chr19 9348106 9348703 - -ENSG00000188629.11 ZNF177 chr19 9363020 9382617 + -ENSG00000174652.17 ZNF266 chr19 9412598 9435578 - -ENSG00000198028.3 ZNF560 chr19 9466507 9498607 - -ENSG00000267273.1 CTC-543D15.3 chr19 9498678 9510079 + -ENSG00000260112.1 CTC-543D15.1 chr19 9518150 9519341 + -ENSG00000130818.10 ZNF426 chr19 9523224 9538627 - -ENSG00000278611.1 CTC-543D15.8 chr19 9538733 9539734 + -ENSG00000197961.11 ZNF121 chr19 9560353 9584533 - -ENSG00000171469.10 ZNF561 chr19 9604680 9621399 - -ENSG00000279471.1 AC008759.1 chr19 9615561 9616905 - -ENSG00000267106.5 ZNF561-AS1 chr19 9621291 9645896 + -ENSG00000171466.9 ZNF562 chr19 9641808 9675086 - -ENSG00000239830.1 RPS4XP22 chr19 9683294 9684073 - -ENSG00000224689.7 ZNF812 chr19 9689924 9700817 - -ENSG00000277587.1 CTD-3116E22.8 chr19 9721903 9722410 + -ENSG00000267490.1 CTD-3116E22.6 chr19 9724008 9725086 - -ENSG00000267612.1 CTD-3116E22.7 chr19 9730853 9731943 + -ENSG00000196605.7 ZNF846 chr19 9751993 9793180 - -ENSG00000267370.1 CTD-2623N2.3 chr19 9756152 9756863 - -ENSG00000267741.1 UBE2L4 chr19 9774497 9774960 + -ENSG00000265379.1 AC008752.1 chr19 9776009 9776095 + -ENSG00000266950.1 CTD-2623N2.5 chr19 9793621 9802301 + -ENSG00000127452.8 FBXL12 chr19 9810267 9827816 - -ENSG00000200237.1 SNORA70 chr19 9819954 9820094 + -ENSG00000267119.1 RPL10P15 chr19 9820141 9820455 + -ENSG00000198258.10 UBL5 chr19 9827892 9830115 + -ENSG00000267289.1 CTD-2623N2.11 chr19 9834079 9835013 - -ENSG00000127445.13 PIN1 chr19 9835257 9849682 + -ENSG00000105088.8 OLFM2 chr19 9853718 9936552 - -ENSG00000080573.6 COL5A3 chr19 9959561 10010471 - -ENSG00000267650.1 CTD-2553C6.1 chr19 9995997 9997163 + -ENSG00000080511.3 RDH8 chr19 10013249 10022279 + -ENSG00000167798.16 C3P1 chr19 10037803 10074135 + -ENSG00000266204.1 MIR5589 chr19 10038354 10038413 + -ENSG00000130813.17 C19orf66 chr19 10086122 10093252 + -ENSG00000267387.1 CTD-2240E14.4 chr19 10089032 10090377 - -ENSG00000130812.10 ANGPTL6 chr19 10092338 10102796 - -ENSG00000243207.6 PPAN-P2RY11 chr19 10106223 10114780 + -ENSG00000130810.19 PPAN chr19 10106289 10111634 + -ENSG00000209645.1 SNORD105 chr19 10107651 10107735 + -ENSG00000238531.1 SNORD105B chr19 10109757 10109835 + -ENSG00000244165.1 P2RY11 chr19 10111538 10115372 + -ENSG00000130811.10 EIF3G chr19 10115017 10119920 - -ENSG00000257110.2 AC020931.1 chr19 10123043 10123134 + -ENSG00000130816.14 DNMT1 chr19 10133345 10231286 - -ENSG00000267534.2 S1PR2 chr19 10221435 10231272 - -ENSG00000264266.1 MIR4322 chr19 10230413 10230485 + -ENSG00000105364.13 MRPL4 chr19 10251901 10260045 + -ENSG00000266978.1 CTD-2369P2.5 chr19 10252268 10285108 - -ENSG00000267105.1 CTD-2369P2.4 chr19 10259109 10260045 - -ENSG00000090339.8 ICAM1 chr19 10270835 10286615 + -ENSG00000267607.1 CTD-2369P2.8 chr19 10285801 10289019 - -ENSG00000105371.8 ICAM4 chr19 10286967 10288522 + -ENSG00000105376.4 ICAM5 chr19 10289981 10296778 + -ENSG00000220201.7 ZGLP1 chr19 10304803 10309880 - -ENSG00000167807.15 CTD-2369P2.10 chr19 10305427 10316009 - -ENSG00000267673.6 FDX1L chr19 10310045 10316015 - -ENSG00000267303.1 CTD-2369P2.12 chr19 10315471 10320678 - -ENSG00000161847.13 RAVER1 chr19 10316212 10333640 - -ENSG00000274425.1 AC114271.2 chr19 10333436 10336248 + -ENSG00000076662.9 ICAM3 chr19 10333776 10339823 - -ENSG00000105397.13 TYK2 chr19 10350529 10380676 - -ENSG00000105401.6 CDC37 chr19 10391134 10420121 - -ENSG00000221566.1 MIR1181 chr19 10403458 10403538 - -ENSG00000065989.15 PDE4A chr19 10416773 10469631 + -ENSG00000079999.13 KEAP1 chr19 10486120 10503741 - -ENSG00000267197.1 CTC-429L19.3 chr19 10490339 10491000 - -ENSG00000180739.13 S1PR5 chr19 10512742 10517931 - -ENSG00000130734.9 ATG4D chr19 10543895 10553418 + -ENSG00000238364.1 RNU7-140P chr19 10551033 10551092 - -ENSG00000221410.1 MIR1238 chr19 10552122 10552204 + -ENSG00000129347.19 KRI1 chr19 10553078 10566037 - -ENSG00000129355.6 CDKN2D chr19 10566462 10569059 - -ENSG00000129354.11 AP1M2 chr19 10572671 10587315 - -ENSG00000271010.1 CTC-539A10.7 chr19 10598001 10598965 - -ENSG00000129353.14 SLC44A2 chr19 10602457 10644559 + -ENSG00000267100.1 ILF3-AS1 chr19 10651862 10653844 - -ENSG00000129351.17 ILF3 chr19 10654261 10692417 + -ENSG00000213339.8 QTRT1 chr19 10701430 10713437 + -ENSG00000079805.16 DNM2 chr19 10718079 10833488 + -ENSG00000207972.1 MIR638 chr19 10718404 10718503 + -ENSG00000265879.1 MIR4748 chr19 10780254 10780335 + -ENSG00000207752.1 MIR199A1 chr19 10817426 10817496 - -ENSG00000275640.1 MIR6793 chr19 10828973 10829035 + -ENSG00000099203.6 TMED1 chr19 10832438 10836318 - -ENSG00000214212.8 C19orf38 chr19 10836575 10869790 + -ENSG00000267544.1 AC007229.3 chr19 10841839 10842250 + -ENSG00000142453.11 CARM1 chr19 10871513 10923070 + -ENSG00000130733.10 YIPF2 chr19 10922185 10928681 - -ENSG00000142444.6 C19orf52 chr19 10928733 10933535 + -ENSG00000127616.17 SMARCA4 chr19 10961001 11065395 + -ENSG00000266936.1 CTC-215O4.4 chr19 11010917 11016011 - -ENSG00000276757.1 RN7SL192P chr19 11011708 11012006 + -ENSG00000278643.1 uc_338 chr19 11033727 11033912 + -ENSG00000130164.11 LDLR chr19 11089362 11133816 + -ENSG00000273892.1 MIR6886 chr19 11113474 11113534 + -ENSG00000161888.11 SPC24 chr19 11131520 11155808 - -ENSG00000197256.10 KANK2 chr19 11164267 11197791 - -ENSG00000130158.13 DOCK6 chr19 11199295 11262481 - -ENSG00000267082.1 CTC-510F12.2 chr19 11203628 11216168 + -ENSG00000279807.1 CTC-510F12.3 chr19 11208195 11208702 + -ENSG00000273733.1 CTC-510F12.7 chr19 11221083 11221573 + -ENSG00000130173.13 C19orf80 chr19 11237450 11241943 + -ENSG00000130167.13 TSPAN16 chr19 11296139 11326996 + -ENSG00000267174.5 CTC-510F12.4 chr19 11300777 11324441 - -ENSG00000105514.7 RAB3D chr19 11322046 11346270 - -ENSG00000267576.1 CTC-510F12.6 chr19 11322156 11324195 + -ENSG00000105518.13 TMEM205 chr19 11342776 11346518 - -ENSG00000183401.11 CCDC159 chr19 11344684 11354944 + -ENSG00000105520.10 LPPR2 chr19 11355386 11365698 + -ENSG00000267277.1 CTD-2342J14.6 chr19 11368123 11374935 - -ENSG00000173928.2 SWSAP1 chr19 11374685 11376951 + -ENSG00000187266.13 EPOR chr19 11377205 11384342 - -ENSG00000205517.12 RGL3 chr19 11384341 11419342 - -ENSG00000202357.1 Y_RNA chr19 11408772 11408880 + -ENSG00000198003.11 CCDC151 chr19 11420604 11435782 - -ENSG00000130175.9 PRKCSH chr19 11435288 11450968 + -ENSG00000196361.9 ELAVL3 chr19 11451326 11481046 - -ENSG00000267477.1 CTC-398G3.6 chr19 11466240 11505698 - -ENSG00000161914.9 ZNF653 chr19 11483427 11505923 - -ENSG00000274713.1 MIR7974 chr19 11495544 11495622 - -ENSG00000130159.13 ECSIT chr19 11505916 11529174 - -ENSG00000244080.3 RN7SL833P chr19 11516047 11516330 - -ENSG00000213304.3 CTC-398G3.1 chr19 11521968 11522498 + -ENSG00000213303.3 CTC-398G3.2 chr19 11523436 11523831 + -ENSG00000130176.7 CNN1 chr19 11538717 11550323 + -ENSG00000130165.10 ELOF1 chr19 11551147 11559236 - -ENSG00000198551.9 ZNF627 chr19 11559374 11619135 + -ENSG00000102575.10 ACP5 chr19 11574660 11579008 - -ENSG00000249840.2 GAPDHP76 chr19 11585246 11587135 + -ENSG00000197332.8 ZNF833P chr19 11639776 11686569 + -ENSG00000267500.1 CTD-2006C1.6 chr19 11648364 11652877 + -ENSG00000214223.4 HNRNPA1P10 chr19 11666069 11667030 - -ENSG00000267343.1 CTC-499B15.4 chr19 11682546 11686190 + -ENSG00000197933.12 ZNF823 chr19 11721265 11739009 - -ENSG00000266922.1 CTC-499B15.6 chr19 11725961 11730783 - -ENSG00000220949.2 CTC-499B15.1 chr19 11756533 11759933 - -ENSG00000197044.10 ZNF441 chr19 11767000 11784078 + -ENSG00000267646.1 CTC-499B15.7 chr19 11796084 11798598 - -ENSG00000177599.12 ZNF491 chr19 11797667 11809622 + -ENSG00000171295.12 ZNF440 chr19 11814284 11835201 + -ENSG00000267089.1 CTC-499B15.8 chr19 11841241 11842439 - -ENSG00000171291.8 ZNF439 chr19 11848726 11883750 + -ENSG00000278897.1 AC020951.1 chr19 11856032 11858302 + -ENSG00000198429.9 ZNF69 chr19 11887784 11914329 + -ENSG00000196757.7 ZNF700 chr19 11925068 11950773 + -ENSG00000267179.1 CTD-2006C1.13 chr19 11925075 11979290 + -ENSG00000267274.1 CTD-2006C1.12 chr19 11939959 11953381 + -ENSG00000197054.11 ZNF763 chr19 11965037 11980381 + -ENSG00000219665.8 CTD-2006C1.2 chr19 11987617 12046275 + -ENSG00000252060.1 RNA5SP464 chr19 11996809 11996916 + -ENSG00000197647.11 ZNF433 chr19 12014732 12035741 - -ENSG00000257355.1 CTD-2006C1.10 chr19 12017888 12052967 - -ENSG00000212497.1 RNA5SP465 chr19 12027913 12028021 - -ENSG00000257446.3 ZNF878 chr19 12043805 12052939 - -ENSG00000223547.9 ZNF844 chr19 12064699 12081565 + -ENSG00000252546.1 RNA5SP466 chr19 12070164 12070271 + -ENSG00000199444.1 Y_RNA chr19 12088245 12088346 - -ENSG00000214189.8 ZNF788 chr19 12092263 12137235 + -ENSG00000132010.15 ZNF20 chr19 12092843 12140407 - -ENSG00000237273.1 RSL24D1P8 chr19 12096424 12096915 + -ENSG00000212576.1 RNA5SP467 chr19 12106497 12106614 + -ENSG00000213297.8 ZNF625-ZNF20 chr19 12132117 12156731 - -ENSG00000242615.1 CTC-359D24.3 chr19 12141806 12143322 - -ENSG00000257591.5 ZNF625 chr19 12142090 12156729 - -ENSG00000196646.11 ZNF136 chr19 12163064 12189881 + -ENSG00000234773.6 CTD-2666L21.1 chr19 12195015 12237767 + -ENSG00000197857.13 ZNF44 chr19 12224686 12294887 - -ENSG00000213293.4 CTD-2666L21.3 chr19 12260126 12260537 + -ENSG00000234750.1 CTD-2666L21.2 chr19 12284337 12285185 + -ENSG00000188868.13 ZNF563 chr19 12317477 12333720 - -ENSG00000198342.9 ZNF442 chr19 12345949 12365905 - -ENSG00000231361.1 CTD-3105H18.5 chr19 12373609 12373731 + -ENSG00000268744.1 CTD-3105H18.14 chr19 12379189 12401274 - -ENSG00000248406.1 CTD-3105H18.4 chr19 12379746 12383687 - -ENSG00000196466.10 ZNF799 chr19 12390016 12401271 - -ENSG00000268870.1 CTD-3105H18.16 chr19 12391949 12441082 - -ENSG00000180855.15 ZNF443 chr19 12429707 12441112 - -ENSG00000269755.1 CTD-3105H18.18 chr19 12433103 12484816 - -ENSG00000234848.1 CTD-3105H18.7 chr19 12450935 12460705 + -ENSG00000242852.6 ZNF709 chr19 12461184 12513854 - -ENSG00000196826.7 CTD-2192J16.17 chr19 12461559 12551474 - -ENSG00000236483.1 CTD-3105H18.8 chr19 12502675 12504106 + -ENSG00000232579.1 CTD-3105H18.10 chr19 12504665 12504890 + -ENSG00000230321.1 CTD-3105H18.9 chr19 12504905 12505976 + -ENSG00000234003.1 CTD-3105H18.11 chr19 12506249 12508030 + -ENSG00000235686.1 PPIAP20 chr19 12508129 12508263 + -ENSG00000249709.7 ZNF564 chr19 12525370 12551542 - -ENSG00000269693.1 CTD-2192J16.20 chr19 12525720 12580975 - -ENSG00000269560.1 CTD-2192J16.21 chr19 12529768 12532973 - -ENSG00000230310.1 CTD-2192J16.11 chr19 12552597 12553644 + -ENSG00000213290.4 PGK1P2 chr19 12559571 12561105 + -ENSG00000188033.9 ZNF490 chr19 12577961 12640098 - -ENSG00000173875.13 ZNF791 chr19 12610918 12633840 + -ENSG00000178464.6 CTD-2192J16.15 chr19 12643275 12643919 - -ENSG00000269242.1 CTD-2192J16.22 chr19 12643831 12648397 - -ENSG00000104774.12 MAN2B1 chr19 12646511 12666742 - -ENSG00000269590.1 CTD-2192J16.24 chr19 12664828 12669397 - -ENSG00000123154.11 WDR83 chr19 12666800 12675832 + -ENSG00000105583.9 WDR83OS chr19 12668071 12671356 - -ENSG00000095059.15 DHPS chr19 12675717 12681902 - -ENSG00000268945.1 CTD-2192J16.26 chr19 12682693 12687279 - -ENSG00000132004.12 FBXW9 chr19 12688053 12696643 - -ENSG00000267791.1 CTD-2659N19.2 chr19 12688922 12689238 + -ENSG00000105576.15 TNPO2 chr19 12699194 12724011 - -ENSG00000209702.1 SNORD41 chr19 12706449 12706518 - -ENSG00000267004.1 CTD-2659N19.4 chr19 12725517 12725886 - -ENSG00000123144.10 C19orf43 chr19 12730640 12734775 - -ENSG00000198356.11 ASNA1 chr19 12737139 12748323 + -ENSG00000039987.6 BEST2 chr19 12751702 12758458 + -ENSG00000095066.11 HOOK2 chr19 12763003 12872740 - -ENSG00000281408.1 AC018761.1 chr19 12768058 12768189 + -ENSG00000280783.1 Metazoa_SRP chr19 12781157 12781444 + -ENSG00000267212.1 CTD-2659N19.9 chr19 12784539 12785101 - -ENSG00000263800.1 MIR5684 chr19 12787128 12787192 + -ENSG00000171223.5 JUNB chr19 12791496 12793315 + -ENSG00000167815.11 PRDX2 chr19 12796820 12801859 - -ENSG00000267062.1 CTD-2659N19.10 chr19 12796823 12801849 + -ENSG00000104889.4 RNASEH2A chr19 12806580 12813638 + -ENSG00000132026.13 RTBDN chr19 12825478 12835428 - -ENSG00000267424.1 CTD-2265O21.3 chr19 12825711 12832983 + -ENSG00000105613.9 MAST1 chr19 12833951 12874951 + -ENSG00000276181.1 MIR6794 chr19 12852260 12852327 + -ENSG00000265759.1 AC020934.1 chr19 12872661 12872730 - -ENSG00000105612.8 DNASE2 chr19 12875211 12881468 - -ENSG00000267735.1 CTD-2265O21.7 chr19 12880969 12884088 + -ENSG00000105610.4 KLF1 chr19 12884423 12887181 - -ENSG00000105607.12 GCDH chr19 12891026 12914207 + -ENSG00000240616.1 AD000092.3 chr19 12894133 12894880 + -ENSG00000161860.7 SYCE2 chr19 12898786 12919276 - -ENSG00000266721.1 MIR5695 chr19 12920320 12920404 + -ENSG00000179115.10 FARSA chr19 12922479 12934037 - -ENSG00000266975.1 FARSA-AS1 chr19 12930522 12933296 + -ENSG00000179218.13 CALR chr19 12938578 12944489 + -ENSG00000274417.1 MIR6515 chr19 12940484 12940540 + -ENSG00000267458.1 CTC-425F1.4 chr19 12944118 12944487 - -ENSG00000179262.9 RAD23A chr19 12945855 12953642 + -ENSG00000179271.2 GADD45GIP1 chr19 12953119 12957236 - -ENSG00000280662.1 AC092069.1 chr19 12958855 12958947 + -ENSG00000179284.5 DAND5 chr19 12965159 12974762 + -ENSG00000008441.16 NFIX chr19 12995608 13098796 + -ENSG00000267417.1 CTC-239J10.1 chr19 13013662 13014511 - -ENSG00000267610.2 AC007787.2 chr19 13069792 13071374 - -ENSG00000279044.1 AC007787.3 chr19 13081966 13082564 + -ENSG00000104903.4 LYL1 chr19 13099033 13103161 - -ENSG00000104907.12 TRMT1 chr19 13104902 13117567 - -ENSG00000160877.5 NACC1 chr19 13118103 13141141 + -ENSG00000266897.1 AC005546.2 chr19 13131571 13132410 + -ENSG00000267512.1 CTC-250I14.3 chr19 13139617 13141147 - -ENSG00000104915.14 STX10 chr19 13144058 13150383 - -ENSG00000160888.6 IER2 chr19 13150415 13154908 + -ENSG00000267598.1 CTC-250I14.6 chr19 13153071 13154193 - -ENSG00000213253.5 CTC-250I14.1 chr19 13157959 13158788 - -ENSG00000141837.18 CACNA1A chr19 13206442 13623990 - -ENSG00000252177.1 AC005513.1 chr19 13375929 13376013 - -ENSG00000104957.13 CCDC130 chr19 13731760 13763296 + -ENSG00000037757.13 MRI1 chr19 13764532 13774282 + -ENSG00000267633.1 CTB-5E10.3 chr19 13772118 13774118 - -ENSG00000104979.8 C19orf53 chr19 13774168 13778462 + -ENSG00000280221.1 AC008686.1 chr19 13780070 13790158 - -ENSG00000132003.9 ZSWIM4 chr19 13795460 13832230 + -ENSG00000267582.1 CTD-3252C9.2 chr19 13796574 13796933 - -ENSG00000266770.2 RN7SL619P chr19 13815062 13815319 - -ENSG00000267519.3 CTD-3252C9.4 chr19 13834516 13836289 - -ENSG00000276797.1 MIR24-2 chr19 13836287 13836359 - -ENSG00000207808.1 MIR27A chr19 13836440 13836517 - -ENSG00000207980.1 MIR23A chr19 13836587 13836659 - -ENSG00000187556.7 NANOS3 chr19 13862063 13880757 + -ENSG00000207613.1 MIR181C chr19 13874699 13874808 + -ENSG00000207585.1 MIR181D chr19 13874875 13875011 + -ENSG00000132016.11 C19orf57 chr19 13882348 13906452 - -ENSG00000132024.17 CC2D1A chr19 13906201 13930879 + -ENSG00000132000.11 PODNL1 chr19 13931187 13953392 - -ENSG00000132017.10 DCAF15 chr19 13952492 13961449 + -ENSG00000132005.8 RFX1 chr19 13961538 14007039 - -ENSG00000275091.1 CTB-55O6.13 chr19 14006422 14006773 + -ENSG00000171136.6 RLN3 chr19 14028148 14031042 + -ENSG00000267670.1 CTB-55O6.4 chr19 14030855 14031557 - -ENSG00000104998.3 IL27RA chr19 14031748 14053216 + -ENSG00000187867.8 PALM3 chr19 14053365 14059159 - -ENSG00000228887.3 EEF1DP1 chr19 14070342 14071237 + -ENSG00000141854.7 CTB-55O6.8 chr19 14072536 14075062 + -ENSG00000277805.1 MIR1199 chr19 14073361 14073479 + -ENSG00000188032.9 C19orf67 chr19 14081619 14085875 - -ENSG00000141858.11 SAMD1 chr19 14087840 14091036 - -ENSG00000072062.13 PRKACA chr19 14091688 14118084 - -ENSG00000267783.1 CTB-55O6.10 chr19 14119106 14119537 + -ENSG00000105011.8 ASF1B chr19 14119509 14136956 - -ENSG00000267169.1 CTB-55O6.12 chr19 14137179 14171267 + -ENSG00000072071.16 ADGRL1 chr19 14147743 14206187 - -ENSG00000281044.1 AC022098.2 chr19 14163039 14163183 + -ENSG00000280483.1 AC022098.1 chr19 14163314 14163429 + -ENSG00000240803.3 RN7SL231P chr19 14213052 14213323 + -ENSG00000280955.1 AC011509.1 chr19 14213241 14213321 + -ENSG00000267723.1 CTD-2189E23.1 chr19 14254189 14293205 - -ENSG00000267406.1 CTD-2189E23.2 chr19 14267807 14269377 - -ENSG00000266913.1 CTC-548K16.2 chr19 14305458 14370196 - -ENSG00000267147.2 CTC-548K16.1 chr19 14333743 14343916 + -ENSG00000123146.19 ADGRE5 chr19 14380501 14408725 + -ENSG00000267379.1 CTC-548K16.5 chr19 14402717 14408723 - -ENSG00000123136.14 DDX39A chr19 14408819 14419383 - -ENSG00000123143.12 PKN1 chr19 14433053 14471867 + -ENSG00000267474.1 CTC-548K16.6 chr19 14458401 14459366 + -ENSG00000160951.3 PTGER1 chr19 14472466 14475362 - -ENSG00000123159.15 GIPC1 chr19 14477760 14496149 - -ENSG00000224543.4 SNRPGP15 chr19 14489388 14489609 + -ENSG00000132002.7 DNAJB1 chr19 14514770 14529770 - -ENSG00000099797.11 TECR chr19 14517085 14565980 + -ENSG00000207707.1 MIR639 chr19 14529543 14529640 + -ENSG00000099795.6 NDUFB7 chr19 14566078 14572062 - -ENSG00000187912.11 CLEC17A chr19 14583084 14611157 + -ENSG00000243488.3 RN7SL337P chr19 14584095 14584395 + -ENSG00000243066.3 RN7SL842P chr19 14588357 14588656 + -ENSG00000131355.14 ADGRE3 chr19 14619117 14690027 - -ENSG00000269378.1 ITGB1P1 chr19 14621634 14622242 - -ENSG00000275432.1 CTD-3093B17.2 chr19 14628599 14628801 + -ENSG00000160961.11 ZNF333 chr19 14689801 14733746 + -ENSG00000127507.17 ADGRE2 chr19 14732393 14778541 - -ENSG00000256210.3 AC005255.3 chr19 14792318 14792533 + -ENSG00000188269.8 OR7A5 chr19 14792490 14835376 - -ENSG00000127530.2 OR7C1 chr19 14799146 14800211 - -ENSG00000127515.1 OR7A10 chr19 14840948 14841877 - -ENSG00000269552.1 AC005255.5 chr19 14852032 14852944 - -ENSG00000172148.2 AC005255.6 chr19 14863786 14864715 - -ENSG00000185385.3 OR7A17 chr19 14880426 14881452 - -ENSG00000269678.1 OR7A18P chr19 14886839 14887115 - -ENSG00000268834.1 OR7A1P chr19 14891895 14892804 - -ENSG00000269787.2 OR7A3P chr19 14903232 14904138 - -ENSG00000198367.3 OR7A11P chr19 14916428 14917380 + -ENSG00000176923.4 OR7A15P chr19 14927058 14928024 + -ENSG00000127529.7 OR7C2 chr19 14941489 14942448 + -ENSG00000105143.12 SLC1A6 chr19 14950034 15022990 - -ENSG00000160994.3 CCDC105 chr19 15010744 15023269 + -ENSG00000105141.5 CASP14 chr19 15049384 15058293 + -ENSG00000223201.1 AC004699.1 chr19 15052930 15053074 + -ENSG00000094661.2 OR1I1 chr19 15086980 15088221 + -ENSG00000105137.12 SYDE1 chr19 15107403 15114988 + -ENSG00000105135.15 ILVBL chr19 15114984 15125785 - -ENSG00000268564.1 AC003956.1 chr19 15124160 15126174 + -ENSG00000267961.1 OR10B1P chr19 15141132 15142038 - -ENSG00000252661.1 RNU6-782P chr19 15145215 15145318 + -ENSG00000074181.8 NOTCH3 chr19 15159038 15200981 - -ENSG00000275711.1 MIR6795 chr19 15179283 15179350 - -ENSG00000269635.1 AC004257.1 chr19 15221015 15222297 - -ENSG00000105131.7 EPHX3 chr19 15226919 15233435 - -ENSG00000141867.17 BRD4 chr19 15235519 15332545 - -ENSG00000270802.2 AC005776.1 chr19 15338948 15339237 + -ENSG00000273218.1 LLNLR-246C6.1 chr19 15346068 15348417 - -ENSG00000105127.8 AKAP8 chr19 15353385 15379798 - -ENSG00000268189.2 AC005785.2 chr19 15379076 15381194 + -ENSG00000011243.17 AKAP8L chr19 15380048 15419141 - -ENSG00000279203.1 AC005785.5 chr19 15383202 15383832 - -ENSG00000279716.1 AC006128.2 chr19 15398696 15400356 + -ENSG00000011451.17 WIZ chr19 15419980 15449951 - -ENSG00000269782.1 MIR1470 chr19 15449548 15449608 + -ENSG00000105122.12 RASAL3 chr19 15451624 15464571 - -ENSG00000161031.12 PGLYRP2 chr19 15468645 15498956 - -ENSG00000171954.12 CYP4F22 chr19 15508493 15552317 + -ENSG00000269765.2 CTB-187L3.1 chr19 15515342 15516836 - -ENSG00000269516.6 CYP4F23P chr19 15564074 15584709 + -ENSG00000267135.2 AD000091.3 chr19 15611623 15611909 - -ENSG00000225067.4 RPL23AP2 chr19 15611657 15612122 + -ENSG00000266951.2 AD000091.2 chr19 15613247 15614553 - -ENSG00000186526.12 CYP4F8 chr19 15615218 15630638 + -ENSG00000186529.14 CYP4F3 chr19 15615617 15662825 + -ENSG00000267241.2 CYP4F10P chr19 15664106 15669826 + -ENSG00000186204.14 CYP4F12 chr19 15672757 15697174 + -ENSG00000171942.4 OR10H2 chr19 15728020 15729060 + -ENSG00000171936.1 OR10H3 chr19 15741393 15742343 + -ENSG00000267594.5 CYP4F24P chr19 15760241 15779909 - -ENSG00000268673.3 LLNLR-249E10.1 chr19 15760375 15770828 + -ENSG00000172519.8 OR10H5 chr19 15793951 15795082 + -ENSG00000186723.3 OR10H1 chr19 15807003 15808126 - -ENSG00000267235.2 ZNF861P chr19 15821796 15823797 - -ENSG00000267308.1 AC004510.3 chr19 15827045 15835853 - -ENSG00000214049.6 UCA1 chr19 15828961 15836320 + -ENSG00000273782.1 UCA1 chr19 15834730 15834804 + -ENSG00000267453.6 AC004791.2 chr19 15851993 15864904 - -ENSG00000273330.1 CYP4F36P chr19 15871667 15871852 - -ENSG00000186115.12 CYP4F2 chr19 15878023 15898120 - -ENSG00000267218.2 AC005336.5 chr19 15902300 15903238 - -ENSG00000279717.1 LLNLF-158E9.1 chr19 15904556 15907234 + -ENSG00000267056.2 AC005336.4 chr19 15910582 15911824 - -ENSG00000171903.16 CYP4F11 chr19 15912367 15934867 - -ENSG00000176231.1 OR10H4 chr19 15949008 15949958 + -ENSG00000267392.3 CYP4F9P chr19 15979835 15999020 - -ENSG00000205396.11 LINC00661 chr19 16015287 16027462 + -ENSG00000280412.1 AC114273.3 chr19 16019719 16020290 + -ENSG00000167459.16 LINC00905 chr19 16031307 16042116 + -ENSG00000267609.2 SNX33P1 chr19 16034776 16036537 - -ENSG00000277766.1 LLNLF-136C3.1 chr19 16037009 16038455 - -ENSG00000267450.1 OR1AB1P chr19 16051929 16052689 + -ENSG00000267517.1 CTD-2231E14.4 chr19 16065737 16066312 + -ENSG00000167460.14 TPM4 chr19 16067021 16103005 + -ENSG00000279198.1 CTD-2231E14.2 chr19 16074293 16077395 - -ENSG00000267373.1 CTD-2231E14.5 chr19 16103761 16104254 - -ENSG00000167461.11 RAB8A chr19 16111629 16134234 + -ENSG00000269243.1 CTD-2231E14.8 chr19 16123661 16139892 - -ENSG00000196684.12 HSH2D chr19 16134028 16158575 + -ENSG00000141977.9 CIB3 chr19 16161368 16173525 - -ENSG00000105058.11 FAM32A chr19 16185380 16192046 + -ENSG00000267033.1 CTD-2562J15.4 chr19 16186276 16189458 - -ENSG00000275901.1 Metazoa_SRP chr19 16187313 16187566 + -ENSG00000072958.8 AP1M1 chr19 16197578 16245907 + -ENSG00000267275.1 CTD-2562J15.6 chr19 16283359 16324514 - -ENSG00000127528.5 KLF2 chr19 16324817 16327874 + -ENSG00000277825.1 CTD-2013N17.7 chr19 16352462 16353182 - -ENSG00000127527.13 EPS15L1 chr19 16355239 16472085 - -ENSG00000280332.1 CTD-2013N17.6 chr19 16356329 16358327 - -ENSG00000240418.1 CTD-2013N17.1 chr19 16412684 16413576 + -ENSG00000267703.1 CTD-2013N17.4 chr19 16440946 16443584 + -ENSG00000269058.5 CALR3 chr19 16479057 16496192 - -ENSG00000141979.4 CTD-3222D19.2 chr19 16479067 16628204 - -ENSG00000105072.8 C19orf44 chr19 16496311 16521352 + -ENSG00000085872.14 CHERP chr19 16517889 16542530 - -ENSG00000240106.2 RN7SL146P chr19 16539688 16539984 - -ENSG00000269399.2 CTD-3222D19.12 chr19 16542746 16544814 + -ENSG00000127526.13 SLC35E1 chr19 16549831 16572382 - -ENSG00000268309.1 CTD-3222D19.11 chr19 16551773 16552328 + -ENSG00000269085.1 CTD-3222D19.10 chr19 16565551 16566330 + -ENSG00000279529.1 CTD-3222D19.8 chr19 16572624 16575340 + -ENSG00000105085.10 MED26 chr19 16574907 16629062 - -ENSG00000268790.5 CTC-429P9.4 chr19 16577642 16660115 - -ENSG00000269578.1 CTD-3222D19.5 chr19 16586905 16587985 - -ENSG00000279748.1 CTD-3222D19.9 chr19 16586905 16589409 + -ENSG00000279977.1 CTD-3222D19.4 chr19 16610374 16612203 - -ENSG00000268087.1 CTC-429P9.2 chr19 16610411 16636531 + -ENSG00000269427.1 CTC-429P9.1 chr19 16630743 16643942 + -ENSG00000214046.8 SMIM7 chr19 16630751 16660442 - -ENSG00000269044.2 CTC-429P9.3 chr19 16633797 16635269 - -ENSG00000267904.1 CTC-429P9.5 chr19 16639967 16640668 - -ENSG00000072954.6 TMEM38A chr19 16661127 16690029 + -ENSG00000269419.1 CTD-2538G9.3 chr19 16712317 16712434 + -ENSG00000188039.13 NWD1 chr19 16719976 16817963 + -ENSG00000269799.1 CTD-2538G9.6 chr19 16801426 16801714 + -ENSG00000127511.9 SIN3B chr19 16829400 16880353 + -ENSG00000268743.1 CTD-2538G9.5 chr19 16844025 16846473 + -ENSG00000127533.3 F2RL3 chr19 16888860 16892606 + -ENSG00000160111.12 CPAMD8 chr19 16892947 17026815 - -ENSG00000264250.2 RN7SL835P chr19 16907462 16907723 + -ENSG00000263595.2 RN7SL823P chr19 16910490 16910784 - -ENSG00000280536.1 AC008737.1 chr19 16910496 16910579 - -ENSG00000268985.1 CTD-2528A14.1 chr19 17009189 17013460 + -ENSG00000131351.14 HAUS8 chr19 17049729 17075625 - -ENSG00000268289.1 CTD-2528A14.3 chr19 17051994 17055087 + -ENSG00000099331.13 MYO9B chr19 17075781 17214537 + -ENSG00000269066.1 CTD-2528A14.5 chr19 17095418 17099307 - -ENSG00000268056.5 CTD-3032J10.2 chr19 17152588 17168051 - -ENSG00000269836.1 CTD-3032J10.4 chr19 17177511 17178476 - -ENSG00000269480.1 CTD-3032J10.3 chr19 17207138 17208010 - -ENSG00000053501.12 USE1 chr19 17215346 17219829 + -ENSG00000099330.8 OCEL1 chr19 17226204 17229219 + -ENSG00000160113.5 NR2F6 chr19 17231883 17245940 - -ENSG00000269095.1 AC010646.3 chr19 17235940 17255448 - -ENSG00000130307.11 USHBP1 chr19 17249176 17282786 - -ENSG00000105393.15 BABAM1 chr19 17267350 17281249 + -ENSG00000269307.1 CTD-2278I10.6 chr19 17267418 17282966 + -ENSG00000160117.14 ANKLE1 chr19 17281645 17287646 + -ENSG00000127220.5 ABHD8 chr19 17292131 17310236 - -ENSG00000130312.6 MRPL34 chr19 17292609 17306843 + -ENSG00000269815.1 CTD-2278I10.4 chr19 17296196 17296695 - -ENSG00000130311.10 DDA1 chr19 17309518 17323301 + -ENSG00000074855.10 ANO8 chr19 17323223 17334829 - -ENSG00000130299.16 GTPBP3 chr19 17334920 17342735 + -ENSG00000130300.8 PLVAP chr19 17351448 17377350 - -ENSG00000269350.1 CTD-2278I10.1 chr19 17360932 17362753 + -ENSG00000269720.1 CTD-2521M24.5 chr19 17391429 17392284 - -ENSG00000130303.12 BST2 chr19 17402939 17405648 - -ENSG00000141971.12 MVB12A chr19 17405722 17433724 + -ENSG00000269481.1 CTD-2521M24.6 chr19 17414257 17422324 - -ENSG00000254503.1 CTD-2521M24.4 chr19 17417031 17418288 - -ENSG00000269053.1 CTD-2521M24.8 chr19 17419305 17419774 - -ENSG00000188051.6 TMEM221 chr19 17435509 17448567 - -ENSG00000269035.1 CTD-2521M24.10 chr19 17436611 17460804 - -ENSG00000269736.1 CTD-2521M24.11 chr19 17452211 17452969 - -ENSG00000171773.2 NXNL1 chr19 17455425 17460954 - -ENSG00000222805.1 AC010319.1 chr19 17457257 17457357 + -ENSG00000130304.16 SLC27A1 chr19 17468769 17506168 + -ENSG00000269439.5 CTD-3131K8.2 chr19 17488990 17511889 - -ENSG00000130313.6 PGLS chr19 17511629 17521288 + -ENSG00000269161.1 CTD-3131K8.3 chr19 17518330 17520565 - -ENSG00000167483.17 FAM129C chr19 17523301 17553839 + -ENSG00000130309.10 COLGALT1 chr19 17555594 17583162 + -ENSG00000243771.1 CTD-3131K8.1 chr19 17589595 17590071 - -ENSG00000130477.14 UNC13A chr19 17601328 17688365 - -ENSG00000269752.1 CTD-3149D2.3 chr19 17613722 17614430 + -ENSG00000279300.1 CTD-3149D2.2 chr19 17622447 17623338 + -ENSG00000130479.10 MAP1S chr19 17719242 17734516 + -ENSG00000268112.1 CTD-3149D2.4 chr19 17727840 17734513 - -ENSG00000130475.14 FCHO1 chr19 17747718 17788568 + -ENSG00000179913.10 B3GNT3 chr19 17794828 17813082 + -ENSG00000248099.3 INSL3 chr19 17816512 17821574 - -ENSG00000105639.18 JAK3 chr19 17824780 17848071 - -ENSG00000105640.12 RPL18A chr19 17859876 17864153 + -ENSG00000207166.1 SNORA68 chr19 17862588 17862720 + -ENSG00000279617.1 AC005796.2 chr19 17871273 17871705 - -ENSG00000105641.3 SLC5A5 chr19 17871973 17895174 + -ENSG00000007080.10 CCDC124 chr19 17933016 17943991 + -ENSG00000105642.15 KCNN1 chr19 17951293 18000080 + -ENSG00000252591.1 RNA5SP468 chr19 17972025 17972117 + -ENSG00000105643.9 ARRDC2 chr19 18001132 18014102 + -ENSG00000279172.1 CTB-52I2.7 chr19 18009440 18009881 - -ENSG00000273654.1 CTB-52I2.4 chr19 18022403 18032099 + -ENSG00000268623.2 CTB-52I2.3 chr19 18040355 18041083 + -ENSG00000243455.3 RPS18P13 chr19 18048637 18049090 + -ENSG00000096996.15 IL12RB1 chr19 18058995 18098944 - -ENSG00000099308.10 MAST3 chr19 18097793 18151692 + -ENSG00000269145.2 AC007192.6 chr19 18144522 18151691 - -ENSG00000105647.14 PIK3R2 chr19 18153118 18170540 + -ENSG00000268173.1 PIK3R2 chr19 18153158 18178117 + -ENSG00000216490.3 IFI30 chr19 18173162 18178117 + -ENSG00000254858.9 MPV17L2 chr19 18193182 18196948 + -ENSG00000105649.9 RAB3A chr19 18196784 18204074 - -ENSG00000268650.3 AC068499.10 chr19 18204730 18220480 + -ENSG00000105650.21 PDE4C chr19 18207961 18255419 - -ENSG00000130518.16 KIAA1683 chr19 18257097 18274509 - -ENSG00000130522.5 JUND chr19 18279760 18281622 - -ENSG00000267959.3 MIR3188 chr19 18282077 18282161 + -ENSG00000241464.3 RPL39P38 chr19 18285343 18285495 - -ENSG00000130520.10 LSM4 chr19 18306230 18323274 - -ENSG00000239821.3 RN7SL513P chr19 18333276 18333573 + -ENSG00000130517.13 PGPEP1 chr19 18340587 18369950 + -ENSG00000130513.6 GDF15 chr19 18374731 18389176 + -ENSG00000264175.1 MIR3189 chr19 18386562 18386634 + -ENSG00000175489.9 LRRC25 chr19 18391144 18397617 - -ENSG00000130511.15 SSBP4 chr19 18418864 18434562 + -ENSG00000105655.18 ISYNA1 chr19 18434388 18438301 - -ENSG00000268199.2 CTD-3137H5.1 chr19 18441419 18443597 + -ENSG00000105656.12 ELL chr19 18442663 18522127 - -ENSG00000279262.1 CTD-3137H5.5 chr19 18448275 18448802 + -ENSG00000280121.1 CTD-3137H5.4 chr19 18448275 18448805 - -ENSG00000268938.2 AC005387.3 chr19 18531613 18532632 + -ENSG00000105701.15 FKBP8 chr19 18531751 18544077 - -ENSG00000269191.1 AC005387.2 chr19 18532908 18536188 + -ENSG00000105700.10 KXD1 chr19 18557762 18569387 + -ENSG00000268030.1 AC005253.2 chr19 18557775 18561560 - -ENSG00000268983.1 AC005253.4 chr19 18568506 18569375 - -ENSG00000221983.7 UBA52 chr19 18571730 18577550 + -ENSG00000006016.10 CRLF1 chr19 18572220 18607741 - -ENSG00000006015.17 C19orf60 chr19 18588685 18592336 + -ENSG00000105696.8 TMEM59L chr19 18607430 18621039 + -ENSG00000263490.2 RN7SL155P chr19 18631646 18631908 - -ENSG00000167487.11 KLHL26 chr19 18636965 18671714 + -ENSG00000105662.15 CRTC1 chr19 18683677 18782333 + -ENSG00000105664.10 COMP chr19 18782773 18791314 - -ENSG00000005007.12 UPF1 chr19 18831938 18868236 + -ENSG00000130283.8 GDF1 chr19 18868545 18896096 - -ENSG00000223802.7 CERS1 chr19 18868545 18896727 - -ENSG00000269694.1 AC005197.2 chr19 18881680 18883376 + -ENSG00000105669.12 COPE chr19 18899514 18919397 - -ENSG00000268193.5 AC002985.3 chr19 18907013 18934397 - -ENSG00000105671.11 DDX49 chr19 18919675 18928633 + -ENSG00000051128.18 HOMER3 chr19 18929201 18941261 - -ENSG00000269019.1 AC005932.1 chr19 18940322 18946831 + -ENSG00000241172.3 RN7SL70P chr19 18957957 18958258 - -ENSG00000064607.16 SUGP2 chr19 18990888 19034023 - -ENSG00000105676.13 ARMC6 chr19 19033575 19060311 + -ENSG00000181035.13 SLC25A42 chr19 19063999 19112888 + -ENSG00000064545.14 TMEM161A chr19 19119169 19138513 - -ENSG00000064489.21 MEF2BNB-MEF2B chr19 19145567 19192158 - -ENSG00000213999.15 MEF2B chr19 19145568 19170289 - -ENSG00000254901.7 MEF2BNB chr19 19176903 19192591 - -ENSG00000064490.13 RFXANK chr19 19192229 19201869 + -ENSG00000184162.14 NR2C2AP chr19 19201416 19203424 - -ENSG00000130287.13 NCAN chr19 19211973 19252233 + -ENSG00000252973.1 RNU6-1028P chr19 19232855 19232947 + -ENSG00000267629.3 AC138430.4 chr19 19254748 19273369 - -ENSG00000280282.1 LLNLR-259H9.1 chr19 19255638 19256141 + -ENSG00000187664.8 HAPLN4 chr19 19255641 19262796 - -ENSG00000213996.12 TM6SF2 chr19 19264364 19273391 - -ENSG00000105705.15 SUGP1 chr19 19276018 19320844 - -ENSG00000129933.20 MAU2 chr19 19320681 19358755 + -ENSG00000167491.17 GATAD2A chr19 19385826 19508931 + -ENSG00000267234.1 CTB-184G21.3 chr19 19401979 19402603 - -ENSG00000207821.1 MIR640 chr19 19435063 19435158 + -ENSG00000178093.13 TSSK6 chr19 19512418 19515685 - -ENSG00000186010.18 NDUFA13 chr19 19515736 19529054 + -ENSG00000258674.5 CTC-260F20.3 chr19 19516227 19536076 + -ENSG00000250067.11 YJEFN3 chr19 19528861 19537581 + -ENSG00000160161.9 CILP2 chr19 19538248 19546659 + -ENSG00000105717.13 PBX4 chr19 19561707 19618916 - -ENSG00000267178.3 PHF5CP chr19 19588091 19588415 - -ENSG00000259242.2 AC002306.1 chr19 19606350 19608660 + -ENSG00000064547.13 LPAR2 chr19 19623668 19628930 - -ENSG00000089639.10 GMIP chr19 19629476 19643667 - -ENSG00000105726.16 ATP13A1 chr19 19645198 19663693 - -ENSG00000181896.11 ZNF101 chr19 19668796 19683509 + -ENSG00000271283.1 CTC-412M14.6 chr19 19699203 19699409 - -ENSG00000270402.1 CTC-412M14.5 chr19 19708965 19710465 + -ENSG00000105708.8 ZNF14 chr19 19710471 19733097 - -ENSG00000275540.1 CTC-559E9.12 chr19 19740884 19750127 + -ENSG00000271499.1 CTC-559E9.9 chr19 19750618 19752544 + -ENSG00000266904.5 CTC-559E9.1 chr19 19757366 19776423 - -ENSG00000267581.1 CTC-559E9.4 chr19 19761038 19821716 - -ENSG00000267693.1 CTC-559E9.2 chr19 19768731 19768989 + -ENSG00000267419.2 CTC-559E9.6 chr19 19776602 19836073 + -ENSG00000081665.13 ZNF506 chr19 19785839 19821751 - -ENSG00000267481.1 CTC-559E9.5 chr19 19788755 19790531 - -ENSG00000270325.1 BNIP3P9 chr19 19856975 19857527 + -ENSG00000256771.2 ZNF253 chr19 19865886 19894674 + -ENSG00000270270.1 BNIP3P10 chr19 19870723 19871299 - -ENSG00000265339.1 AC011477.1 chr19 19891159 19891241 + -ENSG00000267565.1 CTC-559E9.8 chr19 19892433 19895847 - -ENSG00000184635.13 ZNF93 chr19 19900913 19935575 + -ENSG00000267268.1 AC007204.2 chr19 19900968 19963464 + -ENSG00000273791.1 CTC-559E9.13 chr19 19908268 19909146 - -ENSG00000274800.1 AC007204.3 chr19 19978190 19979610 - -ENSG00000197124.11 ZNF682 chr19 19997058 20039506 - -ENSG00000264441.1 AC006539.1 chr19 20027027 20027117 - -ENSG00000268070.1 AC006539.3 chr19 20033444 20034332 + -ENSG00000274033.1 AC006539.6 chr19 20056466 20056594 - -ENSG00000269154.1 BNIP3P13 chr19 20062755 20063320 + -ENSG00000213988.9 ZNF90 chr19 20077994 20127076 + -ENSG00000240673.1 AC006539.2 chr19 20079818 20080539 - -ENSG00000274612.1 CTC-260E6.12 chr19 20087013 20087576 - -ENSG00000224864.4 CTC-260E6.2 chr19 20125044 20125484 + -ENSG00000267383.6 CTC-260E6.6 chr19 20125377 20321305 - -ENSG00000267220.1 CTC-260E6.9 chr19 20131894 20151908 - -ENSG00000270716.1 BNIP3P15 chr19 20136933 20137233 + -ENSG00000256229.7 ZNF486 chr19 20167228 20200490 + -ENSG00000267641.1 BNIP3P16 chr19 20175013 20177063 - -ENSG00000267771.1 CTC-260E6.7 chr19 20206844 20206954 - -ENSG00000279039.1 CTC-260E6.3 chr19 20207192 20209789 - -ENSG00000280079.1 CTC-260E6.4 chr19 20220597 20222186 - -ENSG00000271524.1 BNIP3P17 chr19 20221869 20222463 + -ENSG00000268620.1 AC078899.4 chr19 20249052 20250295 + -ENSG00000213985.4 AC078899.1 chr19 20257720 20259418 + -ENSG00000269055.1 BNIP3P18 chr19 20267817 20268391 + -ENSG00000269274.1 AC078899.3 chr19 20295089 20303794 + -ENSG00000266609.1 AC078899.2 chr19 20302590 20302672 + -ENSG00000271638.1 BNIP3P19 chr19 20323992 20324568 - -ENSG00000276294.1 CTC-575C13.3 chr19 20330121 20331517 + -ENSG00000231205.11 ZNF826P chr19 20340269 20424969 - -ENSG00000271704.1 BNIP3P20 chr19 20351502 20352079 + -ENSG00000268461.2 CTC-575C13.4 chr19 20389658 20390689 + -ENSG00000238517.1 MIR1270 chr19 20399272 20399354 - -ENSG00000268174.1 BNIP3P22 chr19 20416514 20417069 + -ENSG00000269043.1 CTC-513N18.6 chr19 20432552 20528615 + -ENSG00000268335.1 BNIP3P23 chr19 20443215 20443725 - -ENSG00000237440.8 ZNF737 chr19 20535825 20565809 - -ENSG00000188171.14 ZNF626 chr19 20544571 20863281 - -ENSG00000269110.1 CTC-513N18.7 chr19 20553792 20661583 - -ENSG00000268272.1 VN1R78P chr19 20583084 20583647 - -ENSG00000268560.1 CTD-2332E11.2 chr19 20611559 20615389 + -ENSG00000280171.1 CTD-2542C24.14 chr19 20674923 20696533 + -ENSG00000269779.1 CTD-2542C24.2 chr19 20691336 20697615 + -ENSG00000268416.1 CTD-2626G11.2 chr19 20746923 20755250 - -ENSG00000269885.1 VN1R79P chr19 20758440 20758952 + -ENSG00000160229.11 ZNF66 chr19 20776304 20807322 + -ENSG00000269040.1 BNIP3P24 chr19 20784596 20785152 - -ENSG00000266156.1 AC010329.1 chr19 20805511 20805594 + -ENSG00000269373.1 CTD-2542C24.3 chr19 20838515 20847417 - -ENSG00000105750.14 ZNF85 chr19 20923222 20950697 + -ENSG00000279404.1 CTD-2542C24.5 chr19 20926777 20928714 - -ENSG00000269012.2 KRT18P40 chr19 20961057 20965140 + -ENSG00000268326.1 CTD-2542C24.8 chr19 20972262 20983210 + -ENSG00000118620.12 ZNF430 chr19 21020620 21060050 + -ENSG00000271598.1 CTD-2542C24.9 chr19 21025915 21026041 - -ENSG00000265650.1 AC012627.1 chr19 21056003 21056080 + -ENSG00000268598.1 VN1R80P chr19 21063924 21064261 + -ENSG00000160352.15 ZNF714 chr19 21082159 21125270 + -ENSG00000201035.1 RNA5SP469 chr19 21113128 21113236 - -ENSG00000268357.1 VN1R81P chr19 21123817 21124188 + -ENSG00000196705.8 ZNF431 chr19 21142024 21196053 + -ENSG00000240522.1 RPL7AP10 chr19 21149648 21150438 - -ENSG00000268995.1 VN1R82P chr19 21188598 21188953 + -ENSG00000182141.9 ZNF708 chr19 21221500 21329425 - -ENSG00000268892.1 CTD-3233P19.8 chr19 21221645 21222746 - -ENSG00000269839.1 CTD-3233P19.7 chr19 21225098 21245241 - -ENSG00000242291.1 RPL36AP51 chr19 21233335 21233652 + -ENSG00000268747.1 CTD-3030D20.1 chr19 21276023 21276332 - -ENSG00000268521.1 VN1R83P chr19 21289554 21289998 - -ENSG00000268322.1 BNIP3P25 chr19 21318161 21318719 + -ENSG00000172687.13 ZNF738 chr19 21358930 21379302 + -ENSG00000268731.1 CTD-2561J22.1 chr19 21381220 21381921 - -ENSG00000213976.4 CTD-2561J22.2 chr19 21382865 21387177 + -ENSG00000196268.11 ZNF493 chr19 21397119 21427573 + -ENSG00000269237.1 CTD-2561J22.3 chr19 21405159 21491266 + -ENSG00000268119.5 CTD-2561J22.5 chr19 21444241 21463908 - -ENSG00000268658.5 LINC00664 chr19 21483374 21503238 + -ENSG00000197013.9 ZNF429 chr19 21496682 21556270 + -ENSG00000268705.1 BNIP3P26 chr19 21521343 21521896 - -ENSG00000268081.1 RP11-678G14.2 chr19 21554640 21569237 - -ENSG00000268555.1 RP11-678G14.3 chr19 21570822 21587322 - -ENSG00000268240.1 RP11-678G14.4 chr19 21587432 21594628 - -ENSG00000274503.1 RP11-678G14.6 chr19 21592727 21593041 + -ENSG00000271182.1 RP11-678G14.5 chr19 21634833 21635175 - -ENSG00000268278.1 RP11-420K14.1 chr19 21637974 21656300 + -ENSG00000268433.1 RP11-420K14.2 chr19 21677550 21678221 - -ENSG00000268535.1 RP11-420K14.3 chr19 21709522 21710191 + -ENSG00000268117.1 VN1R84P chr19 21719801 21720035 - -ENSG00000197020.10 ZNF100 chr19 21722766 21767628 - -ENSG00000269845.1 RP11-420K14.6 chr19 21750747 21753438 + -ENSG00000265084.1 AC092364.1 chr19 21753011 21753083 + -ENSG00000268184.1 RP11-420K14.8 chr19 21768772 21793860 - -ENSG00000269136.1 BRI3BPP1 chr19 21800480 21801266 + -ENSG00000198521.11 ZNF43 chr19 21804949 21852125 - -ENSG00000268438.1 BNIP3P27 chr19 21826513 21827279 + -ENSG00000160321.14 ZNF208 chr19 21932958 22010949 - -ENSG00000269615.1 AC003973.1 chr19 21940820 21941533 + -ENSG00000279377.1 AC003973.3 chr19 21965708 21968529 - -ENSG00000271095.1 BNIP3P28 chr19 21997648 21998840 + -ENSG00000269504.1 AC003973.4 chr19 22017959 22036315 - -ENSG00000269199.1 AC003973.5 chr19 22043500 22050005 - -ENSG00000197134.11 ZNF257 chr19 22052452 22091480 + -ENSG00000269742.1 BNIP3P29 chr19 22065828 22066398 - -ENSG00000269505.2 ZNF92P2 chr19 22128627 22130318 - -ENSG00000268116.1 RP11-157B13.1 chr19 22130325 22130489 + -ENSG00000268140.1 PCGF7P chr19 22137931 22138981 + -ENSG00000269575.1 RP11-157B13.3 chr19 22140532 22141117 + -ENSG00000269345.1 VN1R85P chr19 22174766 22175191 - -ENSG00000196109.6 ZNF676 chr19 22179091 22196951 - -ENSG00000268079.1 BNIP3P30 chr19 22203128 22204003 + -ENSG00000282732.1 RP11-157B13.10 chr19 22215634 22215661 - -ENSG00000267872.1 RP11-157B13.7 chr19 22243254 22245347 - -ENSG00000268597.1 RP11-157B13.8 chr19 22259693 22261335 + -ENSG00000196350.8 ZNF729 chr19 22286408 22317176 + -ENSG00000270191.1 BNIP3P31 chr19 22298977 22299868 - -ENSG00000268685.1 CTB-31C7.3 chr19 22362589 22362825 + -ENSG00000236312.3 RPL34P34 chr19 22368599 22368952 - -ENSG00000197360.9 ZNF98 chr19 22391019 22532485 - -ENSG00000269796.1 AC011516.1 chr19 22422513 22426045 + -ENSG00000268830.1 BNIP3P32 chr19 22447934 22448777 - -ENSG00000270947.1 AC025811.3 chr19 22455988 22456459 + -ENSG00000268717.1 BNIP3P33 chr19 22457329 22458212 - -ENSG00000269138.1 ZNF209P chr19 22463922 22473036 + -ENSG00000270317.1 AC004004.2 chr19 22501699 22501948 - -ENSG00000260599.1 CTC-457E21.1 chr19 22520995 22527949 - -ENSG00000269364.1 LINC01233 chr19 22532626 22533494 + -ENSG00000207397.1 RNU6-1179P chr19 22555261 22555367 + -ENSG00000271149.1 CTC-457E21.10 chr19 22595479 22596163 - -ENSG00000269332.5 GOLGA2P9 chr19 22596257 22603550 + -ENSG00000240713.3 RN7SL860P chr19 22601485 22601707 + -ENSG00000221790.1 AC011467.1 chr19 22602706 22602788 + -ENSG00000268823.2 CTC-457E21.6 chr19 22603269 22608501 + -ENSG00000269025.2 CTC-457E21.5 chr19 22605739 22608211 + -ENSG00000269316.1 CTC-457E21.4 chr19 22609606 22610601 + -ENSG00000268038.1 AC011516.2 chr19 22615557 22623971 - -ENSG00000268589.1 CTC-457E21.7 chr19 22620483 22620724 + -ENSG00000229676.2 ZNF492 chr19 22634324 22667670 + -ENSG00000268981.5 CTC-457E21.9 chr19 22665552 22716991 - -ENSG00000198153.8 ZNF849P chr19 22685167 22686732 + -ENSG00000241282.1 RPL34P33 chr19 22699352 22699685 + -ENSG00000270475.1 CTC-451A6.5 chr19 22708834 22709314 - -ENSG00000268789.1 VN1R87P chr19 22742924 22743410 - -ENSG00000213973.8 ZNF99 chr19 22752183 22784107 - -ENSG00000279966.2 CTB-159G17.4 chr19 22770375 22770622 + -ENSG00000270518.2 CTB-159G17.3 chr19 22770937 22771191 + -ENSG00000269509.1 BNIP3P34 chr19 22773853 22774424 + -ENSG00000268696.1 ZNF723P chr19 22832201 22859422 + -ENSG00000271655.1 BNIP3P35 chr19 22840432 22840921 - -ENSG00000268541.1 VN1R88P chr19 22861303 22861594 + -ENSG00000268296.1 CTD-2579N5.3 chr19 22907086 22914289 - -ENSG00000269458.1 CTD-2579N5.4 chr19 22925377 22925547 + -ENSG00000269067.1 ZNF728 chr19 22975468 23003176 - -ENSG00000271661.1 BNIP3P36 chr19 22994968 22995847 + -ENSG00000261558.1 CTD-2291D10.2 chr19 23015075 23023697 - -ENSG00000261615.6 CTD-2291D10.1 chr19 23046958 23061752 - -ENSG00000269543.5 CTD-2291D10.3 chr19 23068473 23071476 - -ENSG00000267886.1 CTD-2291D10.4 chr19 23075201 23100361 + -ENSG00000183850.13 ZNF730 chr19 23075210 23147219 + -ENSG00000270479.1 BNIP3P37 chr19 23123188 23124088 - -ENSG00000268105.1 RP11-369G6.2 chr19 23125665 23128543 + -ENSG00000267920.1 SNX6P1 chr19 23126569 23127792 - -ENSG00000269471.1 RP11-15H20.2 chr19 23204010 23204556 + -ENSG00000196081.9 ZNF724P chr19 23221599 23250390 - -ENSG00000268469.1 BNIP3P38 chr19 23236308 23236851 + -ENSG00000269837.1 IPO5P1 chr19 23255053 23257939 - -ENSG00000269107.1 RP11-15H20.7 chr19 23257255 23274232 - -ENSG00000213971.7 RP11-15H20.6 chr19 23259906 23274251 - -ENSG00000268794.1 VN1R90P chr19 23288620 23289345 + -ENSG00000268148.1 VN1R91P chr19 23290849 23291017 + -ENSG00000167232.13 ZNF91 chr19 23304991 23395560 - -ENSG00000267934.1 CTB-176F20.3 chr19 23323968 23329101 + -ENSG00000269431.1 BNIP3P8 chr19 23380317 23380876 + -ENSG00000268992.1 CDC42EP3P1 chr19 23384530 23385293 + -ENSG00000269416.5 LINC01224 chr19 23399233 23416075 - -ENSG00000268908.1 VN1R92P chr19 23444262 23445189 + -ENSG00000275201.1 LLNLF-18A12.1 chr19 23479762 23480468 - -ENSG00000268100.1 ZNF725P chr19 23492428 23512656 - -ENSG00000197372.9 ZNF675 chr19 23525631 23687220 - -ENSG00000268455.1 RP11-359H18.2 chr19 23596122 23598159 + -ENSG00000240231.1 RPS27P29 chr19 23597341 23597592 + -ENSG00000269320.1 VN1R93P chr19 23602567 23603106 + -ENSG00000196172.9 ZNF681 chr19 23739195 23758891 - -ENSG00000233836.7 RP11-255H23.2 chr19 23762944 23833314 + -ENSG00000269662.1 BNIP3P39 chr19 23798924 23799477 - -ENSG00000267924.1 RP11-255H23.4 chr19 23817599 23874701 - -ENSG00000225178.5 RPSAP58 chr19 23827162 23828049 + -ENSG00000277493.1 RP11-255H23.5 chr19 23842549 23843230 + -ENSG00000213967.10 ZNF726 chr19 23914876 23945159 + -ENSG00000269289.5 CTB-92J24.3 chr19 23919081 23957930 - -ENSG00000269397.1 CTB-92J24.2 chr19 23927788 23929287 + -ENSG00000269421.1 ZNF92P3 chr19 23935220 23936173 + -ENSG00000201966.1 RNA5-8SP4 chr19 24004358 24004507 - -ENSG00000213096.9 ZNF254 chr19 24033405 24129961 + -ENSG00000268362.5 CTD-2017D11.1 chr19 24033445 24066909 + -ENSG00000279425.1 CTD-2017D11.2 chr19 24078481 24080669 + -ENSG00000268058.1 BNIP3P40 chr19 24098425 24098980 - -ENSG00000276030.1 CTD-2027I19.3 chr19 24146701 24147081 + -ENSG00000268442.1 CTD-2027I19.2 chr19 24162370 24163425 - -ENSG00000267696.6 CTB-151G24.1 chr19 27638483 27646483 - -ENSG00000279882.1 CTB-151G24.2 chr19 27639300 27639665 - -ENSG00000261824.6 LINC00662 chr19 27684580 27793940 - -ENSG00000261770.1 CTC-459F4.1 chr19 27757184 27760849 - -ENSG00000267575.6 CTC-459F4.3 chr19 27793463 27918863 + -ENSG00000272635.1 LLNLF-65H9.1 chr19 27793488 27984984 + -ENSG00000281468.1 CTC-459F4.9 chr19 27802838 27803472 + -ENSG00000267264.1 CTC-459F4.6 chr19 27803538 27804060 + -ENSG00000267323.1 SLC25A1P5 chr19 27805423 27806205 - -ENSG00000266977.1 CTC-459F4.5 chr19 27849730 27889222 - -ENSG00000267389.2 CTC-459F4.7 chr19 27892495 27898927 - -ENSG00000267623.3 AC022153.1 chr19 27902595 27984743 + -ENSG00000267768.1 CTC-459F4.8 chr19 27908356 27908554 - -ENSG00000267630.1 AC005758.1 chr19 27918943 27929370 + -ENSG00000266906.1 AC005357.1 chr19 27983032 27983332 - -ENSG00000267509.5 CTD-2043I16.1 chr19 28065267 28125430 + -ENSG00000266928.1 CTB-70G10.1 chr19 28294093 28313500 - -ENSG00000267320.5 AC005780.1 chr19 28316705 28386204 - -ENSG00000267238.1 AC093074.1 chr19 28394851 28396428 - -ENSG00000260725.1 AC005307.1 chr19 28418483 28429490 - -ENSG00000267243.5 AC005307.3 chr19 28435388 28727777 - -ENSG00000266893.1 AC005616.1 chr19 28491864 28632728 - -ENSG00000267423.1 AC005616.2 chr19 28509238 28518728 + -ENSG00000267537.1 AC005394.1 chr19 28602379 28648303 - -ENSG00000266976.1 AC079466.1 chr19 28606688 28615229 + -ENSG00000267799.1 MAN1A2P1 chr19 28790812 28792871 - -ENSG00000267617.1 AC007795.1 chr19 28869796 28879170 + -ENSG00000267528.1 AC011524.1 chr19 28883430 28953245 + -ENSG00000267683.1 AC008991.1 chr19 28892931 28895949 + -ENSG00000267027.1 AC011524.2 chr19 28949437 28950200 - -ENSG00000267240.1 AC011524.3 chr19 28960506 28964943 - -ENSG00000267339.5 LINC00906 chr19 28965131 28970874 + -ENSG00000252272.1 RNA5SP470 chr19 29001670 29001775 + -ENSG00000267014.5 LINC01532 chr19 29002555 29013955 + -ENSG00000169021.5 UQCRFS1 chr19 29205321 29213541 - -ENSG00000267498.1 CTB-32O4.2 chr19 29213235 29215815 + -ENSG00000276251.1 CTB-32O4.3 chr19 29220864 29221666 + -ENSG00000276631.1 CTB-32O4.4 chr19 29222542 29223137 + -ENSG00000241604.3 RN7SL340P chr19 29233090 29233385 - -ENSG00000264515.5 CTC-525D6.1 chr19 29287011 29525752 - -ENSG00000267574.1 CTC-525D6.5 chr19 29448038 29448380 + -ENSG00000266248.1 CTC-525D6.2 chr19 29489775 29526948 - -ENSG00000279387.1 CTC-525D6.3 chr19 29506966 29509041 - -ENSG00000187135.7 VSTM2B chr19 29526499 29564479 + -ENSG00000105171.9 POP4 chr19 29604017 29617237 + -ENSG00000166289.5 PLEKHF1 chr19 29665056 29675457 + -ENSG00000131943.17 C19orf12 chr19 29698886 29715789 - -ENSG00000105173.13 CCNE1 chr19 29811898 29824308 + -ENSG00000274103.1 AC008798.1 chr19 29846709 29846801 + -ENSG00000267433.1 CTD-2057D4.2 chr19 29901696 29901869 - -ENSG00000278895.1 CTC-448F2.7 chr19 29915862 29917830 + -ENSG00000267258.1 CTC-448F2.3 chr19 29921182 29921653 + -ENSG00000105176.17 URI1 chr19 29923644 30016608 + -ENSG00000242100.2 RPL9P32 chr19 29956369 29956988 - -ENSG00000267006.1 CTC-448F2.4 chr19 30028741 30029916 - -ENSG00000267692.1 TAF9P3 chr19 30037285 30037411 + -ENSG00000266910.1 CTC-448F2.6 chr19 30037423 30038156 + -ENSG00000267223.1 AC005597.1 chr19 30219666 30228715 - -ENSG00000198597.8 ZNF536 chr19 30228290 30713538 + -ENSG00000280061.1 CTD-2001J20.1 chr19 30553956 30558058 + -ENSG00000267760.1 CTC-565M22.1 chr19 30665274 30668647 - -ENSG00000267081.1 CTC-400I9.2 chr19 30850975 30872507 + -ENSG00000261316.1 CTC-400I9.1 chr19 30907199 30909155 + -ENSG00000267378.1 CTC-400I9.3 chr19 30946582 30957192 + -ENSG00000267777.1 CTC-439O9.3 chr19 31167516 31207663 + -ENSG00000121297.6 TSHZ3 chr19 31274945 31349547 - -ENSG00000267662.1 AC007796.1 chr19 31348881 31417794 + -ENSG00000278875.1 CTC-439O9.1 chr19 31364297 31366098 + -ENSG00000267636.1 AC008992.1 chr19 31421997 31427302 + -ENSG00000267599.1 CTD-2050I18.2 chr19 31465653 31466431 + -ENSG00000267407.1 CTD-2050I18.1 chr19 31542039 31554797 + -ENSG00000261400.1 AC011525.2 chr19 31588040 31595720 - -ENSG00000267465.6 AC011525.4 chr19 31588196 31593781 + -ENSG00000252780.1 RNA5SP471 chr19 31655356 31655461 - -ENSG00000201894.1 RNU6-967P chr19 31787148 31787255 - -ENSG00000267012.1 CTC-360P9.1 chr19 31886704 31908284 - -ENSG00000267094.1 CTC-360P9.5 chr19 31922884 31945398 - -ENSG00000221504.1 AC011456.1 chr19 31926573 31926688 + -ENSG00000267684.1 CTC-360P9.2 chr19 31965642 31966969 - -ENSG00000267489.2 CTC-360P9.4 chr19 31967099 32025791 - -ENSG00000267779.5 LINC01533 chr19 32025862 32056865 + -ENSG00000267204.1 AC011518.1 chr19 32102088 32105916 - -ENSG00000267133.1 AC011518.2 chr19 32103583 32106537 + -ENSG00000200738.1 RNA5SP472 chr19 32243965 32244083 - -ENSG00000168813.16 ZNF507 chr19 32345594 32387667 + -ENSG00000263960.1 AC007773.1 chr19 32377282 32377367 - -ENSG00000267213.4 AC007773.2 chr19 32390050 32405560 - -ENSG00000178904.18 DPY19L3 chr19 32405543 32485895 + -ENSG00000263780.1 AC005621.1 chr19 32500856 32500941 - -ENSG00000105185.11 PDCD5 chr19 32581068 32587452 + -ENSG00000105186.14 ANKRD27 chr19 32597007 32676597 - -ENSG00000201388.1 SNORA68 chr19 32608337 32608469 - -ENSG00000242325.1 RPS12P31 chr19 32636078 32636475 + -ENSG00000242436.3 RN7SL789P chr19 32655016 32655308 - -ENSG00000267557.1 CTC-379B2.4 chr19 32666298 32673210 + -ENSG00000186326.3 RGS9BP chr19 32675407 32678300 + -ENSG00000267475.1 CTD-2538C1.2 chr19 32687089 32691750 - -ENSG00000213965.3 NUDT19 chr19 32691961 32713796 + -ENSG00000267567.1 CTD-2538C1.3 chr19 32718298 32719595 - -ENSG00000173809.15 TDRD12 chr19 32719753 32829580 + -ENSG00000267245.1 CTD-2085J24.5 chr19 32824142 32824505 - -ENSG00000021488.12 SLC7A9 chr19 32830509 32869766 - -ENSG00000267555.1 CTD-2085J24.3 chr19 32831295 32833168 + -ENSG00000201967.1 RN7SKP22 chr19 32862800 32863092 - -ENSG00000121289.17 CEP89 chr19 32875925 32971991 - -ENSG00000239988.1 RPL31P60 chr19 32963499 32963865 + -ENSG00000131944.9 FAAP24 chr19 32972209 32978222 + -ENSG00000131941.7 RHPN2 chr19 32978593 33064888 - -ENSG00000267611.1 CTC-461H2.2 chr19 33051515 33051701 + -ENSG00000267725.1 CTC-461H2.3 chr19 33067175 33067433 + -ENSG00000076650.6 GPATCH1 chr19 33080880 33130542 + -ENSG00000281685.1 AC008521.1 chr19 33090303 33090416 - -ENSG00000166359.10 WDR88 chr19 33132090 33175795 + -ENSG00000130881.13 LRP3 chr19 33177603 33208867 + -ENSG00000267054.1 CTD-2540B15.10 chr19 33178056 33178651 + -ENSG00000273420.1 CTD-2540B15.13 chr19 33207129 33207639 + -ENSG00000130876.11 SLC7A10 chr19 33208664 33225850 - -ENSG00000267714.1 CTD-2540B15.6 chr19 33217817 33221170 + -ENSG00000270212.1 CTD-2540B15.12 chr19 33283978 33285739 - -ENSG00000267580.1 CTD-2540B15.11 chr19 33299934 33301168 + -ENSG00000245848.2 CEBPA chr19 33299934 33302564 - -ENSG00000267727.1 CTD-2540B15.7 chr19 33301279 33301940 + -ENSG00000267296.2 CEBPA-AS1 chr19 33302857 33305054 + -ENSG00000267130.1 CTD-2540B15.9 chr19 33305036 33309387 + -ENSG00000243864.1 RPS3AP50 chr19 33340686 33341984 + -ENSG00000266899.1 AKR1B1P7 chr19 33360500 33361448 - -ENSG00000153879.8 CEBPG chr19 33373330 33382686 + -ENSG00000124299.13 PEPD chr19 33386950 33521794 - -ENSG00000266985.1 CTD-2329C7.2 chr19 33555568 33557470 + -ENSG00000232429.3 RPL21P131 chr19 33589206 33589688 - -ENSG00000124302.12 CHST8 chr19 33621955 33773509 + -ENSG00000153885.14 KCTD15 chr19 33795933 33815763 + -ENSG00000277013.1 CTC-526N19.1 chr19 33906352 33908391 + -ENSG00000240626.3 RN7SL150P chr19 33927364 33927625 - -ENSG00000239253.1 RPS4XP23 chr19 34021659 34021895 + -ENSG00000249987.1 RPS4XP20 chr19 34022656 34023427 - -ENSG00000186008.7 RPS4XP21 chr19 34092561 34093310 - -ENSG00000270849.1 CHCHD2P3 chr19 34126973 34127423 + -ENSG00000257103.8 LSM14A chr19 34172504 34229515 + -ENSG00000166398.12 KIAA0355 chr19 34254537 34355586 + -ENSG00000257074.3 RPL29P33 chr19 34296277 34296592 - -ENSG00000267219.1 AC010504.2 chr19 34348356 34359412 - -ENSG00000105220.14 GPI chr19 34359480 34402156 + -ENSG00000266953.6 RP11-618P17.4 chr19 34396315 34409364 + -ENSG00000126249.7 PDCD2L chr19 34404384 34426168 + -ENSG00000264317.2 RN7SL154P chr19 34421988 34422311 - -ENSG00000267024.1 CTD-2588C8.8 chr19 34426112 34428273 - -ENSG00000126261.12 UBA2 chr19 34428352 34471251 + -ENSG00000142279.12 WTIP chr19 34481638 34512304 + -ENSG00000239210.2 RPS26P55 chr19 34533427 34534084 - -ENSG00000248830.1 ZNF807 chr19 34542462 34545395 - -ENSG00000268751.1 SCGB1B2P chr19 34576733 34577701 - -ENSG00000205209.7 SCGB2B2 chr19 34593329 34675699 - -ENSG00000271049.1 CTD-2553L13.7 chr19 34634844 34635717 + -ENSG00000252230.1 SNORD111 chr19 34637696 34637781 - -ENSG00000268683.1 CTD-2553L13.4 chr19 34638122 34640689 - -ENSG00000279971.1 CTD-2553L13.5 chr19 34645380 34646838 + -ENSG00000269811.2 SCGB2B3P chr19 34645662 34646070 + -ENSG00000279329.1 CTD-2553L13.9 chr19 34675717 34677581 - -ENSG00000089335.20 ZNF302 chr19 34677639 34686397 + -ENSG00000274104.1 CTD-2553L13.10 chr19 34733298 34733837 - -ENSG00000197841.14 ZNF181 chr19 34734155 34745378 + -ENSG00000153896.17 ZNF599 chr19 34758076 34773229 - -ENSG00000270281.1 CTC-523E23.10 chr19 34779412 34780021 - -ENSG00000267767.2 CTC-523E23.4 chr19 34788582 34832869 - -ENSG00000261754.2 CTC-523E23.1 chr19 34811589 34814345 - -ENSG00000271666.1 CTC-523E23.9 chr19 34825414 34825996 + -ENSG00000269086.2 CTC-523E23.5 chr19 34837889 34855304 + -ENSG00000271109.1 CTC-523E23.11 chr19 34849278 34860576 - -ENSG00000270624.1 LOC401913 chr19 34866352 34866919 + -ENSG00000271649.1 LINC00904 chr19 34892029 34898943 - -ENSG00000270544.1 CTC-523E23.14 chr19 34902202 34904195 - -ENSG00000271171.1 CTC-523E23.15 chr19 34904392 34905057 - -ENSG00000269037.1 CTC-523E23.6 chr19 34905315 34908188 + -ENSG00000270876.1 ZNF30-AS1 chr19 34923299 34926812 - -ENSG00000168661.14 ZNF30 chr19 34926903 34945170 + -ENSG00000280106.1 CTC-523E23.3 chr19 34949038 34951205 - -ENSG00000180884.9 ZNF792 chr19 34956354 34964049 - -ENSG00000089351.14 GRAMD1A chr19 34994784 35026471 + -ENSG00000269303.1 CTD-2527I21.7 chr19 34998233 35000170 - -ENSG00000271032.1 CTD-2527I21.14 chr19 35014961 35025335 - -ENSG00000105711.10 SCN1B chr19 35030684 35040448 + -ENSG00000267874.1 CTD-2527I21.9 chr19 35036334 35037060 + -ENSG00000105707.13 HPN chr19 35040506 35066571 + -ENSG00000227392.1 HPN-AS1 chr19 35059059 35106304 - -ENSG00000179066.7 CTD-2527I21.15 chr19 35105969 35107318 + -ENSG00000089356.16 FXYD3 chr19 35115879 35124324 + -ENSG00000278663.1 MIR6887 chr19 35122700 35122764 + -ENSG00000153902.13 LGI4 chr19 35124513 35142451 - -ENSG00000279619.1 CTD-2527I21.5 chr19 35137645 35139580 - -ENSG00000266964.5 FXYD1 chr19 35138808 35143109 + -ENSG00000221857.7 CTD-2527I21.4 chr19 35138824 35151336 + -ENSG00000221946.7 FXYD7 chr19 35143250 35154301 + -ENSG00000089327.14 FXYD5 chr19 35154730 35169883 + -ENSG00000177558.3 FAM187B chr19 35224800 35228729 - -ENSG00000262497.1 FAM187B2P chr19 35232291 35233003 - -ENSG00000105699.16 LSR chr19 35248330 35267964 + -ENSG00000271366.1 AC002128.5 chr19 35251440 35253639 - -ENSG00000268947.1 AD000684.2 chr19 35262846 35264804 + -ENSG00000105698.15 USF2 chr19 35268978 35279821 + -ENSG00000105697.7 HAMP chr19 35280716 35285143 + -ENSG00000105695.14 MAG chr19 35292125 35313804 + -ENSG00000012124.14 CD22 chr19 35319261 35347355 + -ENSG00000269553.1 U62631.5 chr19 35330843 35331920 + -ENSG00000263397.1 MIR5196 chr19 35345513 35345627 + -ENSG00000126266.3 FFAR1 chr19 35351552 35353862 + -ENSG00000185897.6 FFAR3 chr19 35358460 35360485 + -ENSG00000126251.6 GPR42 chr19 35370929 35372962 + -ENSG00000268222.1 EEF1A1P7 chr19 35382172 35384052 + -ENSG00000205786.8 LINC01531 chr19 35399511 35419385 + -ENSG00000264400.2 RN7SL491P chr19 35414881 35415149 - -ENSG00000233214.1 AC002511.2 chr19 35424062 35424652 - -ENSG00000232680.2 AC002511.3 chr19 35432957 35434642 - -ENSG00000126262.4 FFAR2 chr19 35443907 35451767 + -ENSG00000188508.10 KRTDAP chr19 35487324 35495558 - -ENSG00000161249.20 DMKN chr19 35497220 35513658 - -ENSG00000189001.10 SBSN chr19 35523367 35528351 - -ENSG00000105679.8 GAPDHS chr19 35533412 35545316 + -ENSG00000236144.6 TMEM147-AS1 chr19 35540738 35546029 - -ENSG00000105677.11 TMEM147 chr19 35545595 35547526 + -ENSG00000105675.8 ATP4A chr19 35550043 35563658 - -ENSG00000278423.1 AC002389.1 chr19 35553831 35553895 - -ENSG00000224910.1 AC002115.5 chr19 35597907 35601501 + -ENSG00000267626.1 AC002115.9 chr19 35608285 35612666 - -ENSG00000249115.8 HAUS5 chr19 35612744 35625349 + -ENSG00000126254.11 RBM42 chr19 35629030 35637686 + -ENSG00000105672.14 ETV2 chr19 35641745 35644871 + -ENSG00000126267.8 COX6B1 chr19 35648223 35658861 + -ENSG00000105668.7 UPK1A chr19 35666516 35678483 + -ENSG00000226510.1 UPK1A-AS1 chr19 35667948 35673291 - -ENSG00000267190.1 AC002314.4 chr19 35683778 35684201 - -ENSG00000011590.13 ZBTB32 chr19 35704527 35717038 + -ENSG00000272333.5 KMT2B chr19 35718019 35738878 + -ENSG00000126246.9 IGFLR1 chr19 35738801 35742453 - -ENSG00000267120.3 AD000671.6 chr19 35739252 35745432 - -ENSG00000161265.14 U2AF1L4 chr19 35742464 35745445 - -ENSG00000205155.7 PSENEN chr19 35745114 35747519 + -ENSG00000188223.9 AC002398.9 chr19 35745678 35754519 + -ENSG00000267439.1 AC002398.11 chr19 35747057 35753415 - -ENSG00000267796.7 LIN37 chr19 35748361 35754519 + -ENSG00000267328.1 AC002398.12 chr19 35754566 35755490 + -ENSG00000004776.11 HSPB6 chr19 35754568 35758079 - -ENSG00000167595.14 PROSER3 chr19 35758143 35771028 + -ENSG00000267049.1 AC002398.13 chr19 35769144 35771028 - -ENSG00000004777.18 ARHGAP33 chr19 35774532 35788822 + -ENSG00000225872.2 LINC01529 chr19 35788876 35797885 - -ENSG00000250799.9 PRODH2 chr19 35799988 35813299 - -ENSG00000161270.19 NPHS1 chr19 35825964 35869287 - -ENSG00000126259.19 KIRREL2 chr19 35855861 35867109 + -ENSG00000105290.11 APLP1 chr19 35867899 35879791 + -ENSG00000243968.2 RN7SL402P chr19 35881890 35882153 + -ENSG00000167604.13 NFKBID chr19 35887653 35902303 - -ENSG00000280194.1 AD000864.6 chr19 35901561 35903855 - -ENSG00000126264.9 HCST chr19 35902480 35904377 + -ENSG00000011600.11 TYROBP chr19 35904401 35908295 - -ENSG00000126243.8 LRFN3 chr19 35935358 35945767 + -ENSG00000267786.1 AF038458.3 chr19 35947115 35959192 + -ENSG00000267113.1 AF038458.4 chr19 35957121 35957382 - -ENSG00000267388.1 AF038458.5 chr19 35960512 35964063 + -ENSG00000205138.3 SDHAF1 chr19 35995199 35996315 + -ENSG00000181392.14 SYNE4 chr19 36003307 36008793 - -ENSG00000248101.2 AC002116.8 chr19 36008638 36014235 - -ENSG00000239382.10 ALKBH6 chr19 36009120 36014239 - -ENSG00000267698.1 AC002116.7 chr19 36014508 36045972 + -ENSG00000105270.14 CLIP3 chr19 36014660 36033343 - -ENSG00000161277.10 THAP8 chr19 36034985 36054762 - -ENSG00000075702.16 WDR62 chr19 36054881 36105106 + -ENSG00000280023.1 LLNLR-276H7.1 chr19 36070239 36071070 + -ENSG00000105261.7 OVOL3 chr19 36111151 36113711 + -ENSG00000105258.8 POLR2I chr19 36113710 36115346 - -ENSG00000105254.11 TBCB chr19 36114289 36125947 + -ENSG00000279504.1 AD001527.4 chr19 36114362 36115146 + -ENSG00000126247.10 CAPNS1 chr19 36139575 36150353 + -ENSG00000270760.1 AD001527.7 chr19 36144081 36148348 - -ENSG00000161281.10 COX7A1 chr19 36150922 36152869 - -ENSG00000267005.1 AC002984.2 chr19 36173406 36173853 - -ENSG00000196357.11 ZNF565 chr19 36182060 36246257 - -ENSG00000200179.1 Y_RNA chr19 36203347 36203459 - -ENSG00000167635.11 ZNF146 chr19 36214602 36238774 + -ENSG00000267053.6 CTD-3162L10.1 chr19 36304580 36312668 + -ENSG00000232677.6 LINC00665 chr19 36313067 36331718 - -ENSG00000142065.13 ZFP14 chr19 36334453 36379199 - -ENSG00000266973.1 CTD-3162L10.3 chr19 36378028 36378832 + -ENSG00000267363.1 CTD-3162L10.4 chr19 36379351 36380912 - -ENSG00000181007.8 ZFP82 chr19 36383120 36418656 - -ENSG00000267142.1 CTD-3162L10.5 chr19 36421536 36422534 + -ENSG00000186017.14 ZNF566 chr19 36445119 36489902 - -ENSG00000267309.1 CTD-2630F21.1 chr19 36489649 36491040 + -ENSG00000267091.1 CTBP2P7 chr19 36496916 36498159 - -ENSG00000254004.6 ZNF260 chr19 36510695 36528660 - -ENSG00000228629.2 AC092295.4 chr19 36528318 36535235 + -ENSG00000186020.12 ZNF529 chr19 36534774 36605276 - -ENSG00000233527.8 ZNF529-AS1 chr19 36573070 36594708 + -ENSG00000161298.16 ZNF382 chr19 36604817 36634113 + -ENSG00000197808.11 ZNF461 chr19 36637192 36666853 - -ENSG00000276071.1 CTD-3234P18.6 chr19 36668102 36669404 + -ENSG00000225975.6 LINC01534 chr19 36685440 36687449 - -ENSG00000189042.13 ZNF567 chr19 36687612 36727701 + -ENSG00000267041.5 ZNF850 chr19 36714383 36772825 - -ENSG00000267260.1 CTD-2162K18.4 chr19 36773153 36777078 + -ENSG00000267353.1 CTD-2162K18.3 chr19 36773712 36775908 - -ENSG00000267254.5 ZNF790-AS1 chr19 36797518 36828115 + -ENSG00000197863.8 ZNF790 chr19 36817428 36850787 - -ENSG00000251247.9 ZNF345 chr19 36850361 36913029 + -ENSG00000206669.1 Y_RNA chr19 36858227 36858329 - -ENSG00000185869.13 ZNF829 chr19 36888124 36916291 - -ENSG00000243297.2 RPL31P61 chr19 36901742 36902117 + -ENSG00000198453.12 ZNF568 chr19 36916329 36998700 + -ENSG00000197050.10 ZNF420 chr19 37007857 37130314 + -ENSG00000275547.1 CTD-2293H3.3 chr19 37024886 37025254 - -ENSG00000267345.1 CTD-2293H3.2 chr19 37075113 37078605 - -ENSG00000267672.1 CTD-2293H3.1 chr19 37091341 37092564 + -ENSG00000267360.6 CTC-454I21.3 chr19 37093019 37210512 - -ENSG00000196967.10 ZNF585A chr19 37106734 37172741 - -ENSG00000267437.1 CTC-454I21.4 chr19 37128679 37141640 - -ENSG00000245680.9 ZNF585B chr19 37181579 37218153 - -ENSG00000188283.11 ZNF383 chr19 37217926 37248738 + -ENSG00000226686.7 LINC01535 chr19 37251912 37265535 + -ENSG00000267605.5 CTD-3220F14.1 chr19 37265939 37271518 - -ENSG00000181666.17 HKR1 chr19 37312837 37369365 + -ENSG00000276846.1 CTD-3220F14.3 chr19 37314868 37315620 - -ENSG00000267682.1 CTD-3220F14.2 chr19 37337236 37337743 + -ENSG00000189164.14 ZNF527 chr19 37371061 37393066 + -ENSG00000279936.1 CTD-2086O20.1 chr19 37401404 37403846 - -ENSG00000196437.10 ZNF569 chr19 37411155 37469275 - -ENSG00000171827.10 ZNF570 chr19 37467585 37488652 + -ENSG00000266916.5 ZNF793-AS1 chr19 37497159 37507046 - -ENSG00000267115.1 CTD-3064H18.2 chr19 37503906 37504465 - -ENSG00000188227.12 ZNF793 chr19 37506939 37548762 + -ENSG00000180458.2 CTD-3064H18.4 chr19 37545470 37549171 - -ENSG00000267470.5 ZNF571-AS1 chr19 37548914 37587348 + -ENSG00000171817.16 ZNF540 chr19 37551406 37614097 + -ENSG00000180479.13 ZNF571 chr19 37554782 37594790 - -ENSG00000120784.15 ZFP30 chr19 37613749 37692337 - -ENSG00000196381.10 ZNF781 chr19 37667751 37692322 - -ENSG00000267552.6 CTD-2528L19.4 chr19 37689865 37719188 - -ENSG00000267319.1 CTD-2528L19.3 chr19 37693280 37693564 - -ENSG00000198182.12 ZNF607 chr19 37696363 37719790 - -ENSG00000267152.1 CTD-2528L19.6 chr19 37728586 37730643 - -ENSG00000189144.13 ZNF573 chr19 37735833 37817300 - -ENSG00000267422.1 CTD-2554C21.1 chr19 37779686 37792865 + -ENSG00000267640.5 CTD-2554C21.2 chr19 37817359 37826638 + -ENSG00000225868.6 AC016582.2 chr19 37823722 37855215 - -ENSG00000229481.2 CTD-2554C21.3 chr19 37829551 37832160 + -ENSG00000171804.9 WDR87 chr19 37884823 37906677 - -ENSG00000105738.10 SIPA1L3 chr19 37907228 38208372 + -ENSG00000268051.1 CTC-244M17.1 chr19 37963853 37964790 + -ENSG00000221258.1 AC011465.1 chr19 38053878 38053965 - -ENSG00000268764.1 CTC-450M9.1 chr19 38108500 38109533 - -ENSG00000269653.1 CTB-102L5.7 chr19 38184376 38186265 + -ENSG00000268499.1 CTB-102L5.8 chr19 38199836 38200934 + -ENSG00000275132.1 RN7SL663P chr19 38200234 38200532 + -ENSG00000011332.19 DPF1 chr19 38211006 38229714 - -ENSG00000167642.12 SPINT2 chr19 38244035 38292614 + -ENSG00000167641.10 PPP1R14A chr19 38251237 38256591 - -ENSG00000267748.4 CTB-102L5.4 chr19 38289151 38304910 + -ENSG00000200209.1 Y_RNA chr19 38294544 38294636 + -ENSG00000167644.11 C19orf33 chr19 38304161 38305009 + -ENSG00000167645.16 YIF1B chr19 38305104 38317273 - -ENSG00000099337.4 KCNK6 chr19 38319844 38332076 + -ENSG00000099338.22 CATSPERG chr19 38335775 38370943 + -ENSG00000266963.1 AC005625.1 chr19 38361795 38362484 - -ENSG00000099341.11 PSMD8 chr19 38374536 38383824 + -ENSG00000179168.14 GGN chr19 38384265 38388082 - -ENSG00000267090.1 AC005789.9 chr19 38385522 38386759 + -ENSG00000188766.12 SPRED3 chr19 38388421 38399587 + -ENSG00000130244.12 FAM98C chr19 38403135 38409088 + -ENSG00000171777.15 RASGRP4 chr19 38409051 38426305 - -ENSG00000196218.11 RYR1 chr19 38433699 38587564 + -ENSG00000269445.1 AC067969.1 chr19 38526954 38528555 - -ENSG00000268055.1 AC067969.2 chr19 38535517 38537128 - -ENSG00000280910.1 AC067969.3 chr19 38535953 38536046 - -ENSG00000104814.12 MAP4K1 chr19 38587641 38618882 - -ENSG00000267291.1 CTB-186G2.1 chr19 38596346 38601694 + -ENSG00000178982.9 EIF3K chr19 38619082 38636955 + -ENSG00000130402.11 ACTN4 chr19 38647649 38731583 + -ENSG00000267375.1 CTB-186G2.4 chr19 38683873 38693606 - -ENSG00000182472.8 CAPN12 chr19 38730187 38769904 - -ENSG00000267892.1 CTD-2540F13.2 chr19 38738284 38739863 + -ENSG00000205076.4 LGALS7 chr19 38770971 38773492 - -ENSG00000178934.4 LGALS7B chr19 38789211 38791749 + -ENSG00000207296.1 RNU6-140P chr19 38797002 38797109 - -ENSG00000171747.8 LGALS4 chr19 38801671 38813364 - -ENSG00000104823.8 ECH1 chr19 38815422 38832005 - -ENSG00000268083.5 AC104534.3 chr19 38817471 38840178 - -ENSG00000268756.1 AC104534.2 chr19 38820166 38823223 + -ENSG00000104824.16 HNRNPL chr19 38836388 38852347 - -ENSG00000269688.1 AC008982.2 chr19 38844729 38845499 - -ENSG00000187994.13 RINL chr19 38867834 38878279 - -ENSG00000269050.1 CTC-360G5.6 chr19 38870159 38873763 + -ENSG00000068903.19 SIRT2 chr19 38878555 38899862 - -ENSG00000104825.16 NFKBIB chr19 38899700 38908893 + -ENSG00000262484.1 CCER2 chr19 38908980 38912158 - -ENSG00000104835.14 SARS2 chr19 38915266 38930896 - -ENSG00000269547.1 CTC-360G5.8 chr19 38915404 38949855 - -ENSG00000128626.11 MRPS12 chr19 38930548 38933162 + -ENSG00000269486.2 CTC-360G5.9 chr19 38935297 38938632 - -ENSG00000269190.5 FBXO17 chr19 38941401 38975910 - -ENSG00000161243.8 FBXO27 chr19 38990714 39032785 - -ENSG00000267992.1 CTB-189B5.3 chr19 39030436 39031323 + -ENSG00000183760.10 PAPL chr19 39083913 39111493 + -ENSG00000130669.17 PAK4 chr19 39125770 39182816 + -ENSG00000269172.1 CTC-218B8.3 chr19 39134882 39136463 - -ENSG00000188505.4 NCCRP1 chr19 39196961 39201884 + -ENSG00000179751.6 SYCN chr19 39202831 39204266 - -ENSG00000268510.1 IFNL3P1 chr19 39236433 39237293 - -ENSG00000197110.8 IFNL3 chr19 39243553 39245129 - -ENSG00000272395.5 IFNL4 chr19 39246314 39248856 - -ENSG00000213926.3 MSRB1P1 chr19 39254916 39255269 - -ENSG00000272311.1 IFNL4P1 chr19 39264382 39265817 + -ENSG00000183709.7 IFNL2 chr19 39268514 39270092 + -ENSG00000182393.2 IFNL1 chr19 39296325 39298673 + -ENSG00000128011.4 LRFN1 chr19 39306568 39315336 - -ENSG00000268262.1 CTC-246B18.8 chr19 39314651 39320858 - -ENSG00000130755.12 GMFG chr19 39328353 39342372 - -ENSG00000269246.1 CTC-246B18.10 chr19 39341773 39341945 - -ENSG00000179134.14 SAMD4B chr19 39342396 39385710 + -ENSG00000241983.3 RN7SL566P chr19 39369153 39369448 + -ENSG00000006712.14 PAF1 chr19 39385852 39391195 - -ENSG00000063322.13 MED29 chr19 39391303 39400637 + -ENSG00000128016.5 ZFP36 chr19 39406813 39409412 + -ENSG00000266559.1 MIR4530 chr19 39409623 39409678 - -ENSG00000090924.14 PLEKHG2 chr19 39412585 39428415 + -ENSG00000105193.8 RPS16 chr19 39433207 39435948 - -ENSG00000196235.13 SUPT5H chr19 39436156 39476670 + -ENSG00000105197.10 TIMM50 chr19 39480412 39493785 + -ENSG00000090932.10 DLL3 chr19 39498895 39508481 + -ENSG00000186838.13 SELV chr19 39515113 39520686 + -ENSG00000176401.5 EID2B chr19 39530990 39532854 - -ENSG00000269792.1 CTB-60E11.9 chr19 39532412 39534422 + -ENSG00000269584.1 TDGF1P7 chr19 39534463 39535021 + -ENSG00000176396.9 EID2 chr19 39538250 39540230 - -ENSG00000269588.1 CTB-60E11.11 chr19 39553034 39555356 + -ENSG00000269188.1 CTB-60E11.12 chr19 39584042 39586489 + -ENSG00000244253.1 RPS29P24 chr19 39588955 39589125 + -ENSG00000243581.1 RPS29P25 chr19 39590981 39591151 + -ENSG00000239320.1 RPS29P26 chr19 39597832 39598002 + -ENSG00000105198.10 LGALS13 chr19 39602501 39607476 + -ENSG00000269519.1 AC005176.1 chr19 39631300 39631446 - -ENSG00000268153.5 AC005176.2 chr19 39638685 39642401 + -ENSG00000268243.1 AC005176.3 chr19 39644502 39644612 + -ENSG00000249861.3 LGALS16 chr19 39655894 39660647 + -ENSG00000226025.9 LGALS17A chr19 39679374 39686373 + -ENSG00000269460.1 AC093063.3 chr19 39685244 39694577 + -ENSG00000268088.1 AC093063.2 chr19 39693925 39696258 + -ENSG00000240320.1 AC006133.3 chr19 39697904 39698073 + -ENSG00000006659.12 LGALS14 chr19 39704306 39709444 + -ENSG00000278813.1 AC006133.7 chr19 39726030 39726775 - -ENSG00000105205.6 CLC chr19 39731250 39738028 - -ENSG00000213921.6 LEUTX chr19 39776595 39786135 + -ENSG00000276445.1 LLNLR-268E12.1 chr19 39812972 39813555 - -ENSG00000105204.13 DYRK1B chr19 39825350 39834201 - -ENSG00000277759.1 MIR6719 chr19 39829716 39829802 - -ENSG00000105202.7 FBL chr19 39834458 39846414 - -ENSG00000275395.4 FCGBP chr19 39863323 39934626 - -ENSG00000187534.6 PRR13P5 chr19 39943239 39943680 - -ENSG00000013275.7 PSMC4 chr19 39971005 39981441 + -ENSG00000187187.13 ZNF546 chr19 39984134 40021041 + -ENSG00000221233.2 AC007842.1 chr19 39991944 39992039 - -ENSG00000269069.1 CTC-471F3.5 chr19 40023384 40025502 - -ENSG00000128000.15 ZNF780B chr19 40028260 40056209 - -ENSG00000269749.1 AC005614.5 chr19 40048757 40090925 - -ENSG00000197782.14 ZNF780A chr19 40069152 40090938 - -ENSG00000269296.1 AC005614.3 chr19 40090754 40094406 + -ENSG00000230086.1 VN1R96P chr19 40121311 40122168 - -ENSG00000130758.7 MAP3K10 chr19 40191744 40215575 + -ENSG00000221051.1 AC118344.1 chr19 40204112 40204199 + -ENSG00000174521.7 TTC9B chr19 40216058 40218399 - -ENSG00000105219.8 CNTD2 chr19 40222208 40226690 - -ENSG00000105221.16 AKT2 chr19 40230317 40285536 - -ENSG00000205041.1 CTC-425O23.2 chr19 40273489 40275479 - -ENSG00000207631.1 MIR641 chr19 40282543 40282641 - -ENSG00000206674.1 RNU6-945P chr19 40299478 40299584 - -ENSG00000160392.13 C19orf47 chr19 40319536 40348527 - -ENSG00000207281.1 Y_RNA chr19 40339059 40339164 - -ENSG00000206925.1 Y_RNA chr19 40342329 40342441 + -ENSG00000105223.18 PLD3 chr19 40348456 40380439 + -ENSG00000279759.1 CTC-425O23.5 chr19 40355842 40360606 + -ENSG00000275652.1 MIR6796 chr19 40369846 40369907 + -ENSG00000160396.8 HIPK4 chr19 40379271 40390187 - -ENSG00000105227.14 PRX chr19 40393768 40413366 - -ENSG00000197019.4 SERTAD1 chr19 40421592 40426025 - -ENSG00000277453.1 CTC-492K19.7 chr19 40426115 40426702 + -ENSG00000167565.12 SERTAD3 chr19 40440844 40444705 - -ENSG00000268366.1 CTC-492K19.4 chr19 40443436 40444087 + -ENSG00000090013.9 BLVRB chr19 40447789 40465840 - -ENSG00000277510.1 Metazoa_SRP chr19 40450225 40450480 + -ENSG00000160460.15 SPTBN4 chr19 40466241 40576464 + -ENSG00000160410.14 SHKBP1 chr19 40576851 40591399 + -ENSG00000090006.17 LTBP4 chr19 40592883 40629818 + -ENSG00000279183.1 FKSG66 chr19 40647563 40647937 + -ENSG00000105245.9 NUMBL chr19 40665905 40690972 - -ENSG00000123815.11 ADCK4 chr19 40691529 40718207 - -ENSG00000223284.1 RNU6-195P chr19 40708055 40708163 - -ENSG00000086544.2 ITPKC chr19 40717103 40740860 + -ENSG00000188493.14 C19orf54 chr19 40740856 40751553 - -ENSG00000077312.8 SNRPA chr19 40750637 40765389 + -ENSG00000261857.6 MIA chr19 40771648 40777490 + -ENSG00000268975.1 MIA-RAB4B chr19 40771648 40786685 + -ENSG00000167578.16 RAB4B chr19 40778216 40796944 + -ENSG00000171570.10 RAB4B-EGLN2 chr19 40778242 40808198 + -ENSG00000269858.5 EGLN2 chr19 40798996 40808433 + -ENSG00000268797.1 CTC-490E21.12 chr19 40801297 40898282 + -ENSG00000233622.1 CYP2T1P chr19 40808525 40811390 - -ENSG00000237118.2 CYP2F2P chr19 40818721 40826772 - -ENSG00000269843.1 CTC-490E21.10 chr19 40831221 40837210 - -ENSG00000279108.1 CTC-490E21.11 chr19 40840159 40842039 + -ENSG00000255974.6 CYP2A6 chr19 40843538 40882210 - -ENSG00000198077.10 CYP2A7 chr19 40875439 40882752 - -ENSG00000130612.14 CYP2G1P chr19 40890826 40900508 + -ENSG00000198251.7 CTC-490E21.13 chr19 40908480 40910685 - -ENSG00000256612.7 CYP2B7P chr19 40924219 40950660 + -ENSG00000269353.1 AC092071.1 chr19 40946347 40947450 + -ENSG00000197408.8 CYP2B6 chr19 40991299 41018398 + -ENSG00000213908.4 CYP2A7P1 chr19 41024268 41027720 - -ENSG00000268101.2 CYP2G2P chr19 41050449 41062444 - -ENSG00000271299.1 CTD-2356P16.6 chr19 41073804 41074107 - -ENSG00000197838.4 CYP2A13 chr19 41088472 41096195 + -ENSG00000197446.8 CYP2F1 chr19 41114432 41128366 + -ENSG00000268529.1 CYP2T3P chr19 41134722 41137308 + -ENSG00000224476.3 RPL36P16 chr19 41169861 41170166 + -ENSG00000264423.2 RN7SL718P chr19 41190927 41191229 - -ENSG00000167600.13 CYP2S1 chr19 41193049 41207539 + -ENSG00000167601.11 AXL chr19 41219203 41261766 + -ENSG00000269652.1 CTD-2195B23.3 chr19 41221426 41222051 - -ENSG00000105323.16 HNRNPUL1 chr19 41262496 41307598 + -ENSG00000239868.3 RN7SL34P chr19 41286424 41286693 - -ENSG00000105329.9 TGFB1 chr19 41301587 41353911 - -ENSG00000142039.3 CCDC97 chr19 41310189 41324883 + -ENSG00000255730.4 CTC-435M10.3 chr19 41350853 41425004 + -ENSG00000142046.14 TMEM91 chr19 41350911 41384083 + -ENSG00000123810.7 B9D2 chr19 41354421 41364173 - -ENSG00000277744.1 CTC-435M10.12 chr19 41373971 41374419 + -ENSG00000077348.8 EXOSC5 chr19 41386374 41397479 - -ENSG00000248098.10 BCKDHA chr19 41397460 41431345 + -ENSG00000268987.1 CTC-435M10.10 chr19 41399372 41400365 + -ENSG00000268475.1 CTC-435M10.6 chr19 41425359 41426237 + -ENSG00000177191.2 B3GNT8 chr19 41425359 41428730 - -ENSG00000105341.18 ATP5SL chr19 41431318 41440717 - -ENSG00000277136.1 Metazoa_SRP chr19 41442102 41442392 - -ENSG00000204978.2 ERICH4 chr19 41443158 41444765 + -ENSG00000267107.6 PCAT19 chr19 41454169 41500649 - -ENSG00000268034.1 AC005795.1 chr19 41506152 41506898 + -ENSG00000269800.1 PLEKHA3P1 chr19 41521043 41521989 - -ENSG00000268355.1 AC006129.1 chr19 41531206 41532174 + -ENSG00000270164.1 LINC01480 chr19 41535183 41536904 + -ENSG00000268027.5 AC006129.2 chr19 41545192 41555462 + -ENSG00000007129.17 CEACAM21 chr19 41549518 41586844 + -ENSG00000280014.1 AC006129.3 chr19 41551568 41552274 - -ENSG00000105388.14 CEACAM5 chr19 41576273 41729798 + -ENSG00000239736.2 CEACAMP3 chr19 41599735 41605984 + -ENSG00000269266.1 DNAJC19P2 chr19 41605341 41605671 - -ENSG00000105352.10 CEACAM4 chr19 41618971 41627074 - -ENSG00000268997.1 DNAJC19P3 chr19 41638569 41638899 - -ENSG00000269354.1 AC005626.3 chr19 41639659 41640602 - -ENSG00000268582.1 AC005794.1 chr19 41652676 41652963 + -ENSG00000007306.14 CEACAM7 chr19 41673307 41706976 - -ENSG00000267881.1 AC011513.3 chr19 41708612 41761282 + -ENSG00000086548.8 CEACAM6 chr19 41750977 41772208 + -ENSG00000268833.1 AC011513.4 chr19 41757898 41786893 - -ENSG00000170956.16 CEACAM3 chr19 41796437 41811553 + -ENSG00000269119.1 HNRNPA1P52 chr19 41829692 41830938 + -ENSG00000278239.1 AC020956.3 chr19 41833686 41835950 - -ENSG00000273111.5 LYPD4 chr19 41837074 41844697 - -ENSG00000142025.15 DMRTC2 chr19 41844743 41852333 + -ENSG00000105372.6 RPS19 chr19 41859918 41872926 + -ENSG00000276926.1 MIR6797 chr19 41869627 41869698 + -ENSG00000105369.9 CD79A chr19 41877120 41881372 + -ENSG00000076928.17 ARHGEF1 chr19 41883161 41930150 + -ENSG00000268041.1 CTD-2575K13.6 chr19 41908519 41910097 - -ENSG00000105404.10 RABAC1 chr19 41956681 41959390 - -ENSG00000105409.15 ATP1A3 chr19 41966582 41997497 - -ENSG00000105737.9 GRIK5 chr19 41998321 42069498 - -ENSG00000105732.11 ZNF574 chr19 42068477 42081565 + -ENSG00000268525.1 CTB-59C6.3 chr19 42078588 42080107 - -ENSG00000028277.20 POU2F2 chr19 42086110 42196585 - -ENSG00000254887.1 CTC-378H22.1 chr19 42132555 42137099 + -ENSG00000266226.1 MIR4323 chr19 42133445 42133513 - -ENSG00000259436.1 CTC-378H22.2 chr19 42152569 42157523 + -ENSG00000160570.13 DEDD2 chr19 42198598 42220140 - -ENSG00000167625.10 ZNF526 chr19 42220271 42228201 + -ENSG00000105723.11 GSK3A chr19 42230186 42242625 - -ENSG00000268643.1 AC006486.9 chr19 42234583 42255132 - -ENSG00000279539.1 AC006486.10 chr19 42242775 42244973 + -ENSG00000105722.9 ERF chr19 42247572 42255157 - -ENSG00000079432.7 CIC chr19 42268537 42295797 + -ENSG00000079462.7 PAFAH1B3 chr19 42297033 42303546 - -ENSG00000188368.9 PRR19 chr19 42302098 42310821 + -ENSG00000167619.11 TMEM145 chr19 42313325 42325062 + -ENSG00000105429.12 MEGF8 chr19 42325609 42378769 + -ENSG00000277533.1 MIR8077 chr19 42351131 42351205 + -ENSG00000105427.9 CNFN chr19 42387019 42390287 - -ENSG00000213904.8 LIPE-AS1 chr19 42397128 42652355 + -ENSG00000079435.9 LIPE chr19 42401507 42427426 - -ENSG00000268605.1 CTB-50E14.4 chr19 42424384 42425071 - -ENSG00000189377.8 CXCL17 chr19 42428288 42443048 - -ENSG00000253048.1 RNU4-60P chr19 42472875 42473009 + -ENSG00000269374.1 CTB-50E14.5 chr19 42485076 42485714 - -ENSG00000079385.21 CEACAM1 chr19 42507304 42561234 - -ENSG00000230558.2 CEACAMP2 chr19 42560433 42561750 - -ENSG00000124469.10 CEACAM8 chr19 42580241 42740384 - -ENSG00000233681.1 CEACAMP1 chr19 42620212 42633034 - -ENSG00000231561.2 CEACAMP5 chr19 42654200 42669076 + -ENSG00000243167.1 RPS10P28 chr19 42670005 42670816 + -ENSG00000277756.1 AC005204.1 chr19 42673581 42673680 - -ENSG00000221826.9 PSG3 chr19 42721638 42740569 - -ENSG00000124467.18 PSG8 chr19 42752686 42855691 - -ENSG00000238092.1 CEACAMP6 chr19 42781206 42786595 - -ENSG00000225877.1 AC004603.4 chr19 42821863 42826878 + -ENSG00000248257.7 PSG10P chr19 42839368 42855718 - -ENSG00000231924.9 PSG1 chr19 42866464 42879822 - -ENSG00000170848.15 PSG6 chr19 42902079 42919563 - -ENSG00000221878.10 PSG7 chr19 42906822 43082671 - -ENSG00000227349.1 CEACAMP7 chr19 42949503 42950387 - -ENSG00000243130.7 PSG11 chr19 43007656 43026512 - -ENSG00000236932.2 CEACAMP8 chr19 43035869 43041248 - -ENSG00000242221.8 PSG2 chr19 43064211 43083045 - -ENSG00000230529.1 CEACAMP9 chr19 43096456 43097360 - -ENSG00000227606.2 AC005392.13 chr19 43153279 43160862 + -ENSG00000204941.13 PSG5 chr19 43166256 43186536 - -ENSG00000243137.7 PSG4 chr19 43192702 43207299 - -ENSG00000241104.5 CEACAMP10 chr19 43211791 43248646 - -ENSG00000183668.17 PSG9 chr19 43211791 43269530 - -ENSG00000236123.1 CEACAMP11 chr19 43278933 43284318 - -ENSG00000230681.1 CEACAMP4 chr19 43303171 43304523 - -ENSG00000231412.2 CTC-490G23.2 chr19 43329295 43331430 - -ENSG00000204936.9 CD177 chr19 43353659 43363172 + -ENSG00000272396.1 CTC-490G23.4 chr19 43360685 43368970 - -ENSG00000204933.3 CD177P1 chr19 43372742 43379123 - -ENSG00000131126.18 TEX101 chr19 43401496 43418597 + -ENSG00000124466.8 LYPD3 chr19 43460787 43465660 - -ENSG00000176531.10 PHLDB3 chr19 43474954 43504935 - -ENSG00000105755.7 ETHE1 chr19 43506719 43527244 - -ENSG00000176472.10 ZNF575 chr19 43525497 43536130 + -ENSG00000073050.11 XRCC1 chr19 43543040 43580473 - -ENSG00000269177.1 L34079.3 chr19 43553445 43555494 + -ENSG00000268361.1 L34079.2 chr19 43554692 43593036 - -ENSG00000269583.1 L34079.4 chr19 43574638 43575618 + -ENSG00000234465.10 PINLYP chr19 43576800 43583964 + -ENSG00000167378.8 IRGQ chr19 43584369 43596135 - -ENSG00000124444.15 ZNF576 chr19 43596392 43601157 + -ENSG00000226763.4 SRRM5 chr19 43596617 43614497 + -ENSG00000131116.11 ZNF428 chr19 43607219 43619874 - -ENSG00000105767.2 CADM4 chr19 43622368 43639839 - -ENSG00000011422.11 PLAUR chr19 43646095 43670547 - -ENSG00000239948.2 RN7SL368P chr19 43660500 43660776 - -ENSG00000124449.6 IRGC chr19 43716010 43720021 + -ENSG00000105771.13 SMG9 chr19 43727992 43754990 - -ENSG00000104783.11 KCNN4 chr19 43766533 43781257 - -ENSG00000268601.1 AC115522.3 chr19 43794309 43795658 - -ENSG00000159871.14 LYPD5 chr19 43795929 43827206 - -ENSG00000167637.16 ZNF283 chr19 43827292 43852017 + -ENSG00000176222.8 ZNF404 chr19 43872363 43901385 - -ENSG00000278917.1 RP11-15A1.4 chr19 43891233 43895411 + -ENSG00000267058.1 RP11-15A1.3 chr19 43891804 43901805 - -ENSG00000267191.1 RP11-15A1.2 chr19 43902001 43926545 + -ENSG00000124459.11 ZNF45 chr19 43912629 43935278 - -ENSG00000159905.14 ZNF221 chr19 43951223 43967709 + -ENSG00000204920.10 ZNF155 chr19 43967862 43998325 + -ENSG00000277806.1 RP11-15A1.8 chr19 43976815 43977448 + -ENSG00000278492.1 RP11-15A1.9 chr19 43978376 43978663 + -ENSG00000266921.1 RP11-15A1.7 chr19 43996896 44002836 - -ENSG00000159882.12 ZNF230 chr19 44002948 44013926 + -ENSG00000267144.1 AC067968.3 chr19 44023604 44025262 - -ENSG00000159885.13 ZNF222 chr19 44025342 44033112 + -ENSG00000267022.1 AC084219.2 chr19 44025354 44087318 + -ENSG00000178386.12 ZNF223 chr19 44051367 44067991 + -ENSG00000186026.6 ZNF284 chr19 44072144 44089613 + -ENSG00000253021.1 RNU6-902P chr19 44085213 44085303 - -ENSG00000267680.5 ZNF224 chr19 44094339 44109886 + -ENSG00000267163.1 AC084219.3 chr19 44094350 44099711 - -ENSG00000186019.10 AC084219.4 chr19 44105463 44113145 - -ENSG00000256294.7 ZNF225 chr19 44112181 44134816 + -ENSG00000263002.7 ZNF234 chr19 44141557 44160309 + -ENSG00000167380.16 ZNF226 chr19 44165073 44178381 + -ENSG00000131115.15 ZNF227 chr19 44207547 44237268 + -ENSG00000159917.14 ZNF235 chr19 44228729 44305046 - -ENSG00000279103.1 CTC-204F22.1 chr19 44246478 44248374 - -ENSG00000159915.12 ZNF233 chr19 44259880 44275317 + -ENSG00000270679.1 CTC-512J12.7 chr19 44290081 44290911 + -ENSG00000267590.1 NDUFA3P1 chr19 44297104 44297355 + -ENSG00000062370.16 ZNF112 chr19 44326555 44367217 - -ENSG00000267173.1 CTC-512J12.6 chr19 44329695 44401608 - -ENSG00000267508.5 ZNF285 chr19 44382298 44401608 - -ENSG00000267188.1 CTC-512J12.4 chr19 44392439 44448452 - -ENSG00000278318.4 ZNF229 chr19 44417519 44448578 - -ENSG00000176761.7 ZNF285B chr19 44467641 44473227 + -ENSG00000167384.10 ZNF180 chr19 44474428 44500524 - -ENSG00000273777.4 CEACAM20 chr19 44501677 44529788 - -ENSG00000267614.1 AC138472.6 chr19 44536263 44536613 - -ENSG00000230666.5 CEACAM22P chr19 44537058 44620821 - -ENSG00000224366.1 AC138472.4 chr19 44570304 44570564 - -ENSG00000216588.8 IGSF23 chr19 44613630 44636781 + -ENSG00000266903.1 CTB-171A8.1 chr19 44632199 44718759 - -ENSG00000073008.14 PVR chr19 44643798 44663583 + -ENSG00000186567.12 CEACAM19 chr19 44662278 44684359 + -ENSG00000279095.1 AC092066.1 chr19 44664131 44666158 + -ENSG00000213892.10 CEACAM16 chr19 44699151 44710714 + -ENSG00000252200.1 snoZ6 chr19 44725984 44726058 - -ENSG00000069399.12 BCL3 chr19 44747705 44760044 + -ENSG00000277736.1 MIR8085 chr19 44758657 44758721 + -ENSG00000253027.1 SNORA70 chr19 44764950 44765100 + -ENSG00000236807.1 AC092066.6 chr19 44765148 44765464 + -ENSG00000142273.10 CBLC chr19 44777869 44800634 + -ENSG00000187244.10 BCAM chr19 44809059 44821420 + -ENSG00000130202.9 PVRL2 chr19 44846175 44889228 + -ENSG00000267282.1 CTB-129P6.4 chr19 44882027 44890876 - -ENSG00000130204.12 TOMM40 chr19 44890569 44903689 + -ENSG00000130203.9 APOE chr19 44905754 44909393 + -ENSG00000280087.1 CTB-129P6.7 chr19 44909375 44914968 + -ENSG00000130208.9 APOC1 chr19 44914247 44919349 + -ENSG00000214855.9 APOC1P1 chr19 44926804 44931386 + -ENSG00000267467.3 APOC4 chr19 44942238 44945496 + -ENSG00000224916.8 APOC4-APOC2 chr19 44942238 44949565 + -ENSG00000234906.8 APOC2 chr19 44946035 44949565 + -ENSG00000267114.1 CTB-129P6.11 chr19 44950044 44954007 - -ENSG00000104853.15 CLPTM1 chr19 44954585 44993341 + -ENSG00000104856.13 RELB chr19 45001430 45038198 + -ENSG00000104859.14 CLASRP chr19 45039040 45070956 + -ENSG00000207003.1 RNU6-611P chr19 45047458 45047561 + -ENSG00000170684.8 ZNF296 chr19 45071500 45076588 - -ENSG00000267348.2 CTB-179K24.3 chr19 45076510 45090391 - -ENSG00000142252.10 GEMIN7 chr19 45079195 45091524 + -ENSG00000007047.14 MARK4 chr19 45079288 45305283 + -ENSG00000104866.10 PPP1R37 chr19 45091396 45148077 + -ENSG00000267346.1 EIF5AP3 chr19 45128569 45129030 + -ENSG00000267044.1 AC005757.6 chr19 45135993 45136977 - -ENSG00000267037.1 AC005757.7 chr19 45149750 45150605 - -ENSG00000179846.8 NKPD1 chr19 45149750 45160150 - -ENSG00000007255.10 TRAPPC6A chr19 45162928 45178237 - -ENSG00000189114.6 BLOC1S3 chr19 45178745 45181801 + -ENSG00000267545.1 AC005779.2 chr19 45179822 45202444 + -ENSG00000266958.1 AC006126.3 chr19 45187388 45216933 + -ENSG00000130201.7 EXOC3L2 chr19 45212621 45234211 - -ENSG00000267045.1 AC006126.4 chr19 45238632 45245370 - -ENSG00000104879.4 CKM chr19 45306414 45322977 - -ENSG00000242675.1 RPS16P9 chr19 45332698 45333124 - -ENSG00000104892.16 KLC3 chr19 45333434 45351520 + -ENSG00000104884.14 ERCC2 chr19 45349837 45370918 - -ENSG00000275943.1 AC092309.1 chr19 45377222 45377322 - -ENSG00000104881.14 PPP1R13L chr19 45379634 45406349 - -ENSG00000117877.10 CD3EAP chr19 45406209 45410766 + -ENSG00000012061.15 ERCC1 chr19 45407333 45478828 - -ENSG00000275726.1 MIR6088 chr19 45436654 45436704 + -ENSG00000125740.13 FOSB chr19 45467995 45475179 + -ENSG00000125744.11 RTN2 chr19 45485289 45497061 - -ENSG00000213889.10 PPM1N chr19 45488777 45502510 + -ENSG00000125753.13 VASP chr19 45506579 45526983 + -ENSG00000125741.4 OPA3 chr19 45527427 45602212 - -ENSG00000177464.4 GPR4 chr19 45589764 45602208 - -ENSG00000125746.14 EML2 chr19 45606994 45645629 - -ENSG00000199066.1 MIR330 chr19 45638994 45639087 - -ENSG00000267757.4 EML2-AS1 chr19 45641494 45642840 + -ENSG00000241226.3 RN7SL836P chr19 45651510 45651805 + -ENSG00000010310.8 GIPR chr19 45668244 45683724 + -ENSG00000207773.1 MIR642A chr19 45674928 45675024 + -ENSG00000125743.10 SNRPD2 chr19 45687454 45692569 - -ENSG00000011478.11 QPCTL chr19 45692483 45703989 + -ENSG00000177051.5 FBXO46 chr19 45710629 45730904 - -ENSG00000279407.1 AC007191.4 chr19 45714387 45717381 - -ENSG00000237452.2 BHMG1 chr19 45733251 45764534 + -ENSG00000177045.7 SIX5 chr19 45764785 45769226 - -ENSG00000259605.3 AC074212.5 chr19 45764785 45769806 + -ENSG00000267395.5 AC074212.6 chr19 45767796 45772504 + -ENSG00000104936.17 DMPK chr19 45769717 45782552 - -ENSG00000268434.5 AC011530.4 chr19 45779437 45785973 - -ENSG00000185800.11 DMWD chr19 45782947 45792802 - -ENSG00000104941.7 RSPH6A chr19 45795710 45815319 - -ENSG00000125755.18 SYMPK chr19 45815410 45863290 - -ENSG00000269148.1 AC092301.3 chr19 45830164 45831108 + -ENSG00000170608.2 FOXA3 chr19 45863989 45873797 + -ENSG00000170604.4 IRF2BP1 chr19 45883607 45886170 - -ENSG00000176182.5 MYPOP chr19 45890020 45902604 - -ENSG00000188425.3 NANOS2 chr19 45913214 45914870 - -ENSG00000104967.6 NOVA2 chr19 45933734 45973546 - -ENSG00000280818.1 AC008623.1 chr19 45938139 45938282 - -ENSG00000104983.8 CCDC61 chr19 45995461 46021318 + -ENSG00000211580.1 MIR769 chr19 46018932 46019049 + -ENSG00000008438.4 PGLYRP1 chr19 46019153 46023065 - -ENSG00000268401.1 CTC-344H19.4 chr19 46027654 46030161 + -ENSG00000204869.8 IGFL4 chr19 46039748 46077118 - -ENSG00000267922.1 AC007193.6 chr19 46101122 46196218 + -ENSG00000268053.1 CTC-344H19.6 chr19 46111079 46113863 - -ENSG00000188624.2 IGFL3 chr19 46120071 46124674 - -ENSG00000259339.2 TGIF1P1 chr19 46136746 46137547 - -ENSG00000204866.8 IGFL2 chr19 46143106 46161299 + -ENSG00000269729.1 AC006262.4 chr19 46163893 46180647 - -ENSG00000268621.5 AC006262.5 chr19 46189166 46203083 - -ENSG00000268879.1 IGFL1P1 chr19 46196238 46197323 + -ENSG00000268460.1 DKFZp434J0226 chr19 46203426 46214837 + -ENSG00000269637.1 RPL12P41 chr19 46219423 46219920 + -ENSG00000269745.1 AC006262.10 chr19 46228964 46230388 - -ENSG00000188293.5 IGFL1 chr19 46229752 46231243 + -ENSG00000277748.1 AC006262.11 chr19 46249394 46250163 - -ENSG00000268238.1 IGFL1P2 chr19 46260420 46260858 - -ENSG00000124440.15 HIF3A chr19 46297046 46343433 + -ENSG00000199796.1 RNU6-924P chr19 46306470 46306577 - -ENSG00000269124.1 AC007193.10 chr19 46320197 46340004 - -ENSG00000011485.14 PPP5C chr19 46346994 46392981 + -ENSG00000268810.1 AC007193.9 chr19 46382492 46383169 - -ENSG00000269151.1 AC007193.8 chr19 46390515 46390852 - -ENSG00000169515.5 CCDC8 chr19 46410372 46413584 - -ENSG00000277531.1 LLNLF-187D8.1 chr19 46424697 46425237 - -ENSG00000182013.17 PNMAL1 chr19 46466491 46471563 - -ENSG00000230510.6 PPP5D1 chr19 46480796 46601200 - -ENSG00000204851.6 PNMAL2 chr19 46486906 46496498 - -ENSG00000204850.4 CTB-158D10.3 chr19 46494508 46496502 + -ENSG00000278797.1 LLNLR-276E7.1 chr19 46533669 46534351 + -ENSG00000268423.4 AC011551.3 chr19 46547056 46600861 - -ENSG00000249210.1 GAPDHP38 chr19 46558641 46559642 + -ENSG00000160014.16 CALM3 chr19 46601074 46610793 + -ENSG00000269292.1 CTB-12A17.3 chr19 46609277 46610779 - -ENSG00000160013.8 PTGIR chr19 46620468 46625118 - -ENSG00000167414.4 GNG8 chr19 46634076 46634685 - -ENSG00000279161.1 CTB-12A17.2 chr19 46636810 46639161 - -ENSG00000197380.10 DACT3 chr19 46647612 46661138 - -ENSG00000245598.6 DACT3-AS1 chr19 46660364 46677447 + -ENSG00000105287.12 PRKD2 chr19 46674275 46717127 - -ENSG00000243560.3 RN7SL364P chr19 46688797 46689068 - -ENSG00000211513.4 MIR320E chr19 46709271 46709382 - -ENSG00000090372.14 STRN4 chr19 46719507 46746994 - -ENSG00000269487.1 CTB-174O21.2 chr19 46728603 46732700 + -ENSG00000222614.1 Y_RNA chr19 46736312 46736419 + -ENSG00000181027.10 FKRP chr19 46746046 46776988 + -ENSG00000105281.12 SLC1A5 chr19 46774883 46788594 - -ENSG00000275719.1 CTB-147N14.6 chr19 46787815 46789043 + -ENSG00000280050.1 AC008622.1 chr19 46792971 46793189 - -ENSG00000275862.1 CTB-147N14.7 chr19 46809583 46810182 + -ENSG00000269576.1 HNRNPMP2 chr19 46809585 46810183 + -ENSG00000269014.1 CTB-147N14.4 chr19 46826895 46828440 - -ENSG00000042753.11 AP2S1 chr19 46838136 46850992 - -ENSG00000160007.17 ARHGAP35 chr19 46918676 47005077 + -ENSG00000279948.1 CTD-2233K9.1 chr19 46946535 46949156 + -ENSG00000130751.9 NPAS1 chr19 47019820 47045775 + -ENSG00000130748.6 TMEM160 chr19 47045907 47048630 - -ENSG00000130749.9 ZC3H4 chr19 47064187 47113752 - -ENSG00000142230.11 SAE1 chr19 47113274 47210636 + -ENSG00000105327.15 BBC3 chr19 47220822 47232766 - -ENSG00000265134.1 MIR3191 chr19 47226942 47227021 + -ENSG00000105321.12 CCDC9 chr19 47255980 47271953 + -ENSG00000257704.3 INAFM1 chr19 47274453 47275707 + -ENSG00000197405.7 C5AR1 chr19 47290023 47322066 + -ENSG00000134830.5 C5AR2 chr19 47332147 47347327 + -ENSG00000134815.18 DHX34 chr19 47349281 47382704 + -ENSG00000105419.17 MEIS3 chr19 47403124 47419523 - -ENSG00000118160.13 SLC8A2 chr19 47428017 47472168 - -ENSG00000118162.13 KPTN chr19 47475144 47484268 - -ENSG00000268061.5 NAPA-AS1 chr19 47484282 47501597 + -ENSG00000105402.7 NAPA chr19 47487637 47515240 - -ENSG00000279861.1 RP11-43N16.4 chr19 47487638 47489519 - -ENSG00000118156.12 ZNF541 chr19 47520685 47555856 - -ENSG00000276588.1 RN7SL322P chr19 47581023 47581321 + -ENSG00000281476.1 AC010331.1 chr19 47581231 47581313 + -ENSG00000268746.1 CTD-2571L23.8 chr19 47607524 47733098 + -ENSG00000277383.1 CTD-3001H11.2 chr19 47607873 47608454 - -ENSG00000063169.10 GLTSCR1 chr19 47608196 47703277 + -ENSG00000269806.1 GLTSCR1-AS1 chr19 47615699 47626395 - -ENSG00000278999.1 AC008985.1 chr19 47661657 47663895 - -ENSG00000024422.11 EHD2 chr19 47713343 47743134 + -ENSG00000105373.18 GLTSCR2 chr19 47745522 47757058 + -ENSG00000221803.1 SNORD23 chr19 47755853 47755962 + -ENSG00000269656.1 GLTSCR2-AS1 chr19 47757036 47768840 - -ENSG00000178980.14 SEPW1 chr19 47778572 47784686 + -ENSG00000213035.4 RPL23AP80 chr19 47794467 47794890 - -ENSG00000271150.1 CTD-2571L23.9 chr19 47794650 47794920 + -ENSG00000178928.8 TPRX1 chr19 47801243 47819051 - -ENSG00000105392.15 CRX chr19 47819779 47843330 + -ENSG00000259009.4 TPRX2P chr19 47860113 47861512 + -ENSG00000259108.2 LINC01595 chr19 47863483 47865341 - -ENSG00000105398.3 SULT2A1 chr19 47870466 47886397 - -ENSG00000221072.1 AC124853.1 chr19 47898733 47898816 - -ENSG00000188334.3 BSPH1 chr19 47968046 47992170 - -ENSG00000169393.8 ELSPBP1 chr19 47994651 48025153 + -ENSG00000105507.2 CABP5 chr19 48029953 48044053 - -ENSG00000105499.13 PLA2G4C chr19 48047843 48110817 - -ENSG00000221595.1 AC010458.1 chr19 48051424 48051509 - -ENSG00000269420.5 PLA2G4C-AS1 chr19 48061371 48064945 + -ENSG00000105486.13 LIG1 chr19 48115445 48170603 - -ENSG00000269534.5 CTC-453G23.5 chr19 48118432 48127706 + -ENSG00000269321.1 CTC-453G23.4 chr19 48145908 48147413 + -ENSG00000185453.12 C19orf68 chr19 48170692 48197620 + -ENSG00000178150.8 ZNF114 chr19 48172318 48287608 + -ENSG00000105483.16 CARD8 chr19 48180770 48255946 - -ENSG00000280353.1 CTC-453G23.7 chr19 48198107 48199720 - -ENSG00000268583.1 CTC-453G23.8 chr19 48204083 48213154 + -ENSG00000268001.1 CARD8-AS1 chr19 48255675 48258199 + -ENSG00000268186.1 CTC-241F20.4 chr19 48262900 48271283 - -ENSG00000105479.15 CCDC114 chr19 48296457 48321894 - -ENSG00000142227.10 EMP3 chr19 48321509 48330553 + -ENSG00000161558.10 TMEM143 chr19 48332356 48364237 - -ENSG00000105467.8 SYNGR4 chr19 48364395 48376376 + -ENSG00000105438.8 KDELR1 chr19 48382570 48391553 - -ENSG00000105464.3 GRIN2D chr19 48394875 48444931 + -ENSG00000105447.12 GRWD1 chr19 48445773 48457022 + -ENSG00000182324.6 KCNJ14 chr19 48455509 48466980 + -ENSG00000268530.5 CTC-273B12.5 chr19 48465593 48469693 - -ENSG00000268465.1 CTC-273B12.7 chr19 48465837 48472431 + -ENSG00000105443.13 CYTH2 chr19 48469032 48482314 + -ENSG00000142235.8 LMTK3 chr19 48485271 48513189 - -ENSG00000269814.1 CTC-273B12.10 chr19 48513207 48513660 - -ENSG00000088002.11 SULT2B1 chr19 48552075 48599425 + -ENSG00000105523.3 FAM83E chr19 48600810 48614854 - -ENSG00000177202.2 SPACA4 chr19 48606743 48607714 + -ENSG00000063177.12 RPL18 chr19 48615328 48619536 - -ENSG00000268093.1 AC022154.7 chr19 48619272 48624132 - -ENSG00000063176.15 SPHK2 chr19 48619291 48630717 + -ENSG00000105516.10 DBP chr19 48630030 48637438 - -ENSG00000063180.8 CA11 chr19 48637942 48646312 - -ENSG00000232871.8 SEC1P chr19 48638071 48682245 + -ENSG00000142233.11 NTN5 chr19 48661407 48673081 - -ENSG00000176920.11 FUT2 chr19 48695971 48705950 + -ENSG00000176909.11 MAMSTR chr19 48712742 48719721 - -ENSG00000105538.8 RASIP1 chr19 48720587 48740721 - -ENSG00000182264.8 IZUMO1 chr19 48740852 48746909 - -ENSG00000174951.10 FUT1 chr19 48748011 48755390 - -ENSG00000105550.8 FGF21 chr19 48755559 48758330 + -ENSG00000206758.1 RNU6-317P chr19 48793152 48793258 - -ENSG00000105552.14 BCAT2 chr19 48795062 48811029 - -ENSG00000087076.8 HSD17B14 chr19 48813017 48836678 - -ENSG00000105559.11 PLEKHA4 chr19 48837097 48868632 - -ENSG00000087074.7 PPP1R15A chr19 48872392 48876057 + -ENSG00000104804.7 TULP2 chr19 48880965 48898733 - -ENSG00000104805.15 NUCB1 chr19 48900050 48923372 + -ENSG00000235191.1 NUCB1-AS1 chr19 48910930 48918891 - -ENSG00000260366.1 CTD-2639E6.4 chr19 48926171 48926444 + -ENSG00000104808.7 DHDH chr19 48933682 48944969 + -ENSG00000087088.19 BAX chr19 48954815 48961798 + -ENSG00000267898.1 CTD-2639E6.9 chr19 48963975 48965158 + -ENSG00000087086.13 FTL chr19 48965301 48966878 + -ENSG00000281206.1 AC026803.1 chr19 48966694 48966775 - -ENSG00000104812.14 GYS1 chr19 48968125 48993310 - -ENSG00000183207.12 RUVBL2 chr19 48993448 49015995 + -ENSG00000273898.1 MIR6798 chr19 49009906 49009972 + -ENSG00000104826.11 LHB chr19 49015980 49017090 - -ENSG00000268655.1 CTB-60B18.10 chr19 49018247 49019484 - -ENSG00000104827.12 CGB chr19 49022869 49024333 - -ENSG00000267335.2 CTB-60B18.6 chr19 49022953 49036895 - -ENSG00000267019.1 NTF6A chr19 49025461 49026020 - -ENSG00000267099.1 NTF6G chr19 49029726 49030341 + -ENSG00000104818.14 CGB2 chr19 49031912 49033238 + -ENSG00000267631.4 CGB1 chr19 49035610 49036895 - -ENSG00000267685.2 NTF6B chr19 49038479 49039038 - -ENSG00000268669.1 CTB-60B18.17 chr19 49042174 49042731 + -ENSG00000189052.6 CGB5 chr19 49043884 49045311 + -ENSG00000213030.5 CGB8 chr19 49047638 49049106 - -ENSG00000269706.1 CTB-60B18.15 chr19 49050217 49050846 - -ENSG00000196337.10 CGB7 chr19 49054275 49058860 - -ENSG00000225950.7 NTF4 chr19 49055793 49065076 - -ENSG00000268108.1 CTB-60B18.12 chr19 49060613 49061132 + -ENSG00000268287.1 CTB-60B18.18 chr19 49064259 49064856 + -ENSG00000104848.1 KCNA7 chr19 49067418 49072941 - -ENSG00000265675.2 RN7SL708P chr19 49081332 49081630 + -ENSG00000104852.14 SNRNP70 chr19 49085419 49108605 + -ENSG00000104863.11 LIN7B chr19 49114324 49118460 + -ENSG00000221916.3 C19orf73 chr19 49118397 49119140 - -ENSG00000177380.13 PPFIA3 chr19 49119389 49151026 + -ENSG00000130528.11 HRC chr19 49151198 49155424 - -ENSG00000130529.15 TRPM4 chr19 49157741 49211836 + -ENSG00000269009.1 SLC6A21P chr19 49255472 49256102 - -ENSG00000265023.1 AC011450.1 chr19 49266483 49266568 + -ENSG00000235555.1 SUMO1P4 chr19 49275119 49275420 + -ENSG00000063127.15 SLC6A16 chr19 49289638 49325225 - -ENSG00000265407.1 MIR4324 chr19 49308797 49308868 - -ENSG00000197813.5 CTC-301O7.4 chr19 49331617 49340303 - -ENSG00000104894.11 CD37 chr19 49335171 49343335 + -ENSG00000074219.13 TEAD2 chr19 49340595 49362457 - -ENSG00000268157.1 AC010524.4 chr19 49356152 49357769 + -ENSG00000104901.6 DKKL1 chr19 49361783 49375116 + -ENSG00000268686.1 AC010524.2 chr19 49368705 49388081 - -ENSG00000161609.9 CCDC155 chr19 49388218 49417994 + -ENSG00000142538.1 PTH2 chr19 49422414 49423441 - -ENSG00000261949.5 GFY chr19 49423749 49428818 + -ENSG00000104888.9 SLC17A7 chr19 49429401 49442360 - -ENSG00000104872.10 PIH1D1 chr19 49446298 49453497 - -ENSG00000161618.9 ALDH16A1 chr19 49453169 49471048 + -ENSG00000269469.1 CTD-3148I10.9 chr19 49462752 49486231 + -ENSG00000090554.12 FLT3LG chr19 49474207 49486231 + -ENSG00000273189.1 CTD-3148I10.15 chr19 49474586 49487637 + -ENSG00000142541.16 RPL13A chr19 49487554 49492308 + -ENSG00000201675.1 SNORD32A chr19 49489965 49490048 + -ENSG00000199631.1 SNORD33 chr19 49490615 49490699 + -ENSG00000202503.1 SNORD34 chr19 49490904 49490974 + -ENSG00000200259.1 SNORD35A chr19 49491175 49491260 + -ENSG00000142534.6 RPS11 chr19 49496365 49499689 + -ENSG00000200530.1 SNORD35B chr19 49497720 49497806 + -ENSG00000207782.2 MIR150 chr19 49500762 49500873 - -ENSG00000268681.1 COX6CP7 chr19 49502432 49502639 - -ENSG00000104870.12 FCGRT chr19 49506816 49526333 + -ENSG00000142552.7 RCN3 chr19 49527618 49546962 + -ENSG00000142546.13 NOSIP chr19 49555711 49590262 - -ENSG00000207073.1 Y_RNA chr19 49566672 49566772 + -ENSG00000126460.10 PRRG2 chr19 49580646 49591015 + -ENSG00000126464.13 PRR12 chr19 49591643 49626439 + -ENSG00000268636.1 CTB-33G10.11 chr19 49625994 49626439 - -ENSG00000126458.3 RRAS chr19 49635292 49640201 - -ENSG00000126461.14 SCAF1 chr19 49642125 49658642 + -ENSG00000126456.15 IRF3 chr19 49659569 49665875 - -ENSG00000126453.9 BCL2L12 chr19 49665142 49673916 + -ENSG00000126457.20 PRMT1 chr19 49675786 49689029 + -ENSG00000274306.1 MIR5088 chr19 49682117 49682195 + -ENSG00000224420.3 ADM5 chr19 49688664 49690575 + -ENSG00000268677.1 CTB-33G10.6 chr19 49688853 49690573 - -ENSG00000169169.14 CPT1C chr19 49690898 49713731 + -ENSG00000243829.1 CTB-33G10.1 chr19 49719498 49720081 - -ENSG00000126467.10 TSKS chr19 49739753 49763330 - -ENSG00000206599.1 RNU6-841P chr19 49764524 49764630 - -ENSG00000196961.12 AP2A1 chr19 49766968 49807113 + -ENSG00000276270.1 MIR6799 chr19 49791866 49791934 + -ENSG00000010361.13 FUZ chr19 49806869 49817376 - -ENSG00000269194.1 AC006942.4 chr19 49808933 49809738 + -ENSG00000104973.14 MED25 chr19 49818279 49838816 + -ENSG00000277609.1 MIR6800 chr19 49832018 49832099 + -ENSG00000268006.1 PTOV1-AS1 chr19 49838639 49851676 - -ENSG00000104960.15 PTOV1 chr19 49850735 49860744 + -ENSG00000268047.1 AC018766.6 chr19 49852887 49854967 - -ENSG00000265954.1 MIR4749 chr19 49854591 49854651 + -ENSG00000269352.1 PTOV1-AS2 chr19 49856970 49859289 - -ENSG00000267896.1 AC018766.4 chr19 49859882 49860514 - -ENSG00000039650.9 PNKP chr19 49861204 49878351 - -ENSG00000204673.10 AKT1S1 chr19 49869033 49878459 - -ENSG00000104946.10 TBC1D17 chr19 49877425 49888749 + -ENSG00000263462.1 MIR4750 chr19 49888175 49888230 + -ENSG00000104951.15 IL4I1 chr19 49889654 49929539 - -ENSG00000213024.10 NUP62 chr19 49906825 49929763 - -ENSG00000269179.1 CTC-326K19.6 chr19 49909501 49958391 - -ENSG00000169136.8 ATF5 chr19 49928702 49933935 + -ENSG00000265438.1 MIR4751 chr19 49933064 49933137 + -ENSG00000161640.15 SIGLEC11 chr19 49948985 49961172 - -ENSG00000221125.2 U3 chr19 49949316 49949527 - -ENSG00000161643.12 SIGLEC16 chr19 49969673 49975814 + -ENSG00000105053.10 VRK3 chr19 49976467 50025946 - -ENSG00000276729.1 Metazoa_SRP chr19 50019019 50019320 + -ENSG00000142528.15 ZNF473 chr19 50025714 50053414 + -ENSG00000269091.5 CTD-2126E3.3 chr19 50043196 50051062 - -ENSG00000204666.3 FLJ26850 chr19 50050589 50066793 + -ENSG00000269540.1 CTD-2126E3.5 chr19 50058882 50060232 - -ENSG00000267890.1 CTD-2126E3.4 chr19 50075123 50075902 + -ENSG00000161652.12 IZUMO2 chr19 50152548 50163195 - -ENSG00000105357.15 MYH14 chr19 50188186 50310545 + -ENSG00000276002.1 Metazoa_SRP chr19 50258443 50258722 + -ENSG00000267815.1 CTB-191K22.5 chr19 50310022 50310539 - -ENSG00000131398.13 KCNC3 chr19 50311937 50333515 - -ENSG00000131408.13 NR1H2 chr19 50329653 50382982 + -ENSG00000131401.11 NAPSB chr19 50333796 50344767 - -ENSG00000131400.7 NAPSA chr19 50358477 50365830 - -ENSG00000269392.1 CTB-191K22.6 chr19 50365880 50369331 - -ENSG00000062822.12 POLD1 chr19 50384204 50418018 + -ENSG00000142539.9 CTD-2545M3.6 chr19 50415799 50428409 + -ENSG00000269404.6 SPIB chr19 50418938 50431313 + -ENSG00000086967.9 MYBPC2 chr19 50432903 50466321 + -ENSG00000142530.10 FAM71E1 chr19 50466785 50476753 - -ENSG00000281744.1 Clostridiales-1 chr19 50471746 50471907 + -ENSG00000161671.16 EMC10 chr19 50476400 50490870 + -ENSG00000268854.1 CTD-2545M3.2 chr19 50480119 50483351 - -ENSG00000268518.1 CTD-2545M3.8 chr19 50486810 50487638 - -ENSG00000161677.11 JOSD2 chr19 50505998 50511353 - -ENSG00000204653.9 ASPDH chr19 50511600 50514690 - -ENSG00000131409.12 LRRC4B chr19 50516892 50568045 - -ENSG00000268231.1 CTD-2560K21.6 chr19 50555370 50557969 - -ENSG00000213023.9 SYT3 chr19 50621307 50668394 - -ENSG00000235034.6 C19orf81 chr19 50649445 50659310 + -ENSG00000161681.15 SHANK1 chr19 50661827 50719450 - -ENSG00000105472.12 CLEC11A chr19 50723329 50725718 + -ENSG00000269565.1 GPR32P1 chr19 50758382 50759192 + -ENSG00000142511.4 GPR32 chr19 50770464 50771732 + -ENSG00000261341.5 CTD-2568A17.1 chr19 50776141 50786210 - -ENSG00000142513.5 ACPT chr19 50790415 50795224 + -ENSG00000268375.1 CTD-2568A17.8 chr19 50792685 50793584 - -ENSG00000167747.13 C19orf48 chr19 50797704 50804929 - -ENSG00000221381.1 SNORD88B chr19 50799032 50799122 - -ENSG00000221241.1 SNORD88A chr19 50799442 50799532 - -ENSG00000220988.1 SNORD88C chr19 50802328 50802418 - -ENSG00000180279.5 MGC45922 chr19 50817681 50818878 + -ENSG00000167748.10 KLK1 chr19 50819148 50823787 - -ENSG00000174562.13 KLK15 chr19 50825289 50837213 - -ENSG00000267968.1 AC011523.2 chr19 50830530 50851089 + -ENSG00000142515.14 KLK3 chr19 50854915 50860764 + -ENSG00000167751.12 KLK2 chr19 50861568 50880567 + -ENSG00000197588.9 KLKP1 chr19 50882096 50896398 - -ENSG00000167749.11 KLK4 chr19 50906352 50910738 - -ENSG00000228674.4 CTB-147C22.3 chr19 50927079 50927571 - -ENSG00000167754.12 KLK5 chr19 50943303 50953093 - -ENSG00000269495.1 CTB-147C22.8 chr19 50950185 50963649 + -ENSG00000167755.13 KLK6 chr19 50958631 50969673 - -ENSG00000279676.1 CTB-147C22.6 chr19 50962197 50962781 - -ENSG00000267879.1 CTB-147C22.9 chr19 50968210 51012129 + -ENSG00000169035.11 KLK7 chr19 50976482 50984099 - -ENSG00000129455.15 KLK8 chr19 50996007 51002711 - -ENSG00000269741.5 KLK9 chr19 50996018 51009581 - -ENSG00000213022.5 KLK9 chr19 51003111 51009634 - -ENSG00000129451.11 KLK10 chr19 51012739 51020175 - -ENSG00000268739.1 CTC-518B2.12 chr19 51014374 51014734 + -ENSG00000167757.13 KLK11 chr19 51022216 51028039 - -ENSG00000186474.15 KLK12 chr19 51029092 51035230 - -ENSG00000268906.1 CTC-518B2.9 chr19 51030076 51034335 + -ENSG00000268390.1 CTC-518B2.10 chr19 51043806 51052077 + -ENSG00000167759.12 KLK13 chr19 51056206 51065114 - -ENSG00000129437.9 KLK14 chr19 51077495 51084245 - -ENSG00000142544.6 CTU1 chr19 51097606 51108370 - -ENSG00000268581.1 SIGLEC18P chr19 51119987 51122965 + -ENSG00000129450.8 SIGLEC9 chr19 51124908 51136651 + -ENSG00000267990.1 CTD-3187F8.15 chr19 51137970 51138634 + -ENSG00000168995.13 SIGLEC7 chr19 51142299 51153526 + -ENSG00000267895.1 SIGLEC19P chr19 51143826 51144196 + -ENSG00000269072.1 CTD-3187F8.14 chr19 51152923 51181966 - -ENSG00000269681.1 CTD-3187F8.6 chr19 51155288 51155624 - -ENSG00000171101.13 SIGLEC17P chr19 51167328 51173524 + -ENSG00000268336.1 SIGLEC20P chr19 51184905 51190809 + -ENSG00000268652.1 CTD-3187F8.7 chr19 51194118 51195540 - -ENSG00000269253.1 SIGLEC21P chr19 51198855 51201449 + -ENSG00000278617.1 MIR8074 chr19 51206929 51207009 - -ENSG00000268849.5 SIGLEC22P chr19 51211080 51212088 + -ENSG00000105383.14 CD33 chr19 51225064 51243860 + -ENSG00000179213.13 SIGLECL1 chr19 51246348 51269330 + -ENSG00000268595.1 CTD-3187F8.2 chr19 51251231 51271179 - -ENSG00000268318.5 CTD-3187F8.11 chr19 51271266 51281234 + -ENSG00000269021.1 CTD-3187F8.12 chr19 51280862 51283022 + -ENSG00000142549.9 IGLON5 chr19 51311848 51330354 + -ENSG00000186806.5 VSIG10L chr19 51331536 51342124 - -ENSG00000267905.5 CTD-2616J11.16 chr19 51340695 51344117 + -ENSG00000267984.1 CTD-2616J11.9 chr19 51345169 51353293 + -ENSG00000105379.9 ETFB chr19 51345169 51366418 - -ENSG00000269403.1 CTD-2616J11.11 chr19 51350373 51368099 - -ENSG00000268520.1 CTD-2616J11.10 chr19 51361712 51365544 - -ENSG00000160318.6 CLDND2 chr19 51367098 51369003 - -ENSG00000105374.9 NKG7 chr19 51371606 51372715 - -ENSG00000105370.7 LIM2 chr19 51379909 51387960 - -ENSG00000262874.1 C19orf84 chr19 51388289 51390574 - -ENSG00000268889.1 CTD-2616J11.14 chr19 51394488 51403650 + -ENSG00000268144.1 NIFKP6 chr19 51396755 51403526 - -ENSG00000142512.14 SIGLEC10 chr19 51410021 51417803 - -ENSG00000254760.1 CTD-2616J11.3 chr19 51414298 51414965 + -ENSG00000255441.1 CTD-2616J11.2 chr19 51415724 51417425 + -ENSG00000268711.1 CTD-2616J11.15 chr19 51426347 51426668 - -ENSG00000269181.1 CTD-3073N11.5 chr19 51442379 51442650 + -ENSG00000105366.15 SIGLEC8 chr19 51450847 51458456 - -ENSG00000268957.1 SIGLEC26P chr19 51468360 51468636 - -ENSG00000213822.6 CEACAM18 chr19 51478622 51490952 + -ENSG00000254521.6 SIGLEC12 chr19 51491357 51501789 - -ENSG00000268839.1 CTD-3073N11.7 chr19 51505059 51505362 - -ENSG00000269580.2 SIGLEC27P chr19 51508573 51509311 + -ENSG00000105492.15 SIGLEC6 chr19 51519525 51531856 - -ENSG00000268777.1 CTD-3073N11.9 chr19 51519731 51520260 + -ENSG00000269130.1 SIGLEC28P chr19 51560122 51560590 - -ENSG00000268267.1 SIGLEC29P chr19 51563797 51564910 - -ENSG00000105497.7 ZNF175 chr19 51571298 51592508 + -ENSG00000269388.1 AC018755.16 chr19 51594561 51606150 + -ENSG00000267808.1 AC018755.17 chr19 51599289 51600470 + -ENSG00000105501.11 SIGLEC5 chr19 51611503 51645545 - -ENSG00000268500.5 AC018755.18 chr19 51612091 51646889 - -ENSG00000244071.1 RPL9P33 chr19 51621136 51621701 + -ENSG00000273837.1 LLNLR-470E3.1 chr19 51639478 51639931 - -ENSG00000254415.3 SIGLEC14 chr19 51642553 51646801 - -ENSG00000243469.1 RPL7P51 chr19 51648862 51649610 + -ENSG00000269959.1 SPACA6P-AS chr19 51685363 51693456 - -ENSG00000207550.1 MIR99B chr19 51692612 51692681 + -ENSG00000198972.2 MIRLET7E chr19 51692773 51692881 + -ENSG00000208008.1 MIR125A chr19 51693254 51693339 + -ENSG00000182310.12 SPACA6P chr19 51693340 51712387 + -ENSG00000105509.10 HAS1 chr19 51713112 51723994 - -ENSG00000171051.8 FPR1 chr19 51745172 51804110 - -ENSG00000171049.8 FPR2 chr19 51752026 51770526 + -ENSG00000187474.4 FPR3 chr19 51795163 51826189 + -ENSG00000268316.1 AC006272.2 chr19 51839771 51840945 - -ENSG00000269483.1 AC006272.1 chr19 51839924 51843324 - -ENSG00000161551.12 ZNF577 chr19 51855802 51890950 - -ENSG00000176024.16 ZNF613 chr19 51879872 51948759 + -ENSG00000268095.1 ZNF649-AS1 chr19 51888025 51900463 + -ENSG00000198093.10 ZNF649 chr19 51889224 51905040 - -ENSG00000269235.1 ZNF350-AS1 chr19 51949134 51981367 + -ENSG00000256683.6 ZNF350 chr19 51964343 51986856 - -ENSG00000197619.13 ZNF615 chr19 51991332 52008230 - -ENSG00000142556.18 ZNF614 chr19 52012765 52030240 - -ENSG00000256087.6 ZNF432 chr19 52031379 52095738 - -ENSG00000275055.1 CTC-471J1.11 chr19 52049007 52049754 + -ENSG00000260160.1 CTC-471J1.2 chr19 52058490 52063703 - -ENSG00000197608.11 ZNF841 chr19 52064466 52095765 - -ENSG00000270248.1 CTC-471J1.10 chr19 52110318 52110726 - -ENSG00000204611.6 ZNF616 chr19 52113091 52139922 - -ENSG00000267827.5 CTC-471J1.8 chr19 52130548 52171533 - -ENSG00000268458.1 CTC-471J1.9 chr19 52142626 52144156 + -ENSG00000243680.1 RPL37P23 chr19 52143043 52143336 + -ENSG00000196267.12 ZNF836 chr19 52153864 52171643 - -ENSG00000267927.1 CTD-2525I3.2 chr19 52171158 52177002 + -ENSG00000105568.17 PPP2R1A chr19 52190039 52229533 + -ENSG00000274380.1 MIR6801 chr19 52222020 52222098 + -ENSG00000268015.1 CTD-2525I3.3 chr19 52222225 52231294 - -ENSG00000277562.1 CTD-2525I3.8 chr19 52241765 52242440 - -ENSG00000207265.1 Y_RNA chr19 52259076 52259187 - -ENSG00000196214.10 ZNF766 chr19 52269571 52296046 + -ENSG00000208002.1 MIR643 chr19 52281797 52281893 + -ENSG00000269102.1 CTD-2525I3.5 chr19 52284780 52297920 - -ENSG00000198464.13 ZNF480 chr19 52297177 52325922 + -ENSG00000269535.1 CTD-2525I3.6 chr19 52300693 52345229 - -ENSG00000167554.14 ZNF610 chr19 52336245 52367778 + -ENSG00000221923.8 ZNF880 chr19 52369917 52385795 + -ENSG00000269834.5 ZNF528-AS1 chr19 52388842 52397766 - -ENSG00000277977.1 CTD-3018O17.5 chr19 52392659 52392755 + -ENSG00000167555.13 ZNF528 chr19 52397849 52418412 + -ENSG00000269776.1 DPPA5P1 chr19 52425863 52426202 - -ENSG00000198633.10 ZNF534 chr19 52429187 52452315 + -ENSG00000258405.9 ZNF578 chr19 52453576 52512154 + -ENSG00000278543.1 CTD-3018O17.6 chr19 52473336 52475239 - -ENSG00000269349.1 CTD-3099C6.5 chr19 52511282 52512342 - -ENSG00000198482.10 ZNF808 chr19 52527652 52564464 + -ENSG00000167562.11 ZNF701 chr19 52555822 52587174 + -ENSG00000242255.1 RPL39P34 chr19 52564076 52564231 + -ENSG00000268886.1 CTD-3099C6.7 chr19 52575883 52585561 - -ENSG00000123870.10 ZNF137P chr19 52588505 52597345 + -ENSG00000167766.18 ZNF83 chr19 52594060 52690496 - -ENSG00000268970.1 CTD-3099C6.11 chr19 52597699 52598887 - -ENSG00000269825.1 CTD-3099C6.9 chr19 52650437 52653284 - -ENSG00000213020.8 ZNF611 chr19 52702813 52735073 - -ENSG00000189190.8 ZNF600 chr19 52764195 52818004 - -ENSG00000198538.10 ZNF28 chr19 52797409 52857600 - -ENSG00000255875.2 CTD-2102P23.1 chr19 52809824 52810708 + -ENSG00000204604.9 ZNF468 chr19 52838008 52857649 - -ENSG00000268225.1 CTD-2331H12.5 chr19 52861807 52862866 - -ENSG00000182986.12 ZNF320 chr19 52863790 52897693 - -ENSG00000213793.4 ZNF888 chr19 52915196 52923470 - -ENSG00000269646.1 CTD-2331H12.7 chr19 52923382 52924075 + -ENSG00000213801.4 ZNF816-ZNF321P chr19 52927135 52942601 - -ENSG00000221874.4 ZNF321P chr19 52928475 52962823 - -ENSG00000180257.12 ZNF816 chr19 52949379 52962911 - -ENSG00000269082.1 CTD-2620I22.1 chr19 52956041 52981654 - -ENSG00000242779.6 ZNF702P chr19 52968251 53037898 - -ENSG00000268282.1 CTD-2620I22.2 chr19 53004040 53005150 + -ENSG00000267943.1 CTD-2620I22.3 chr19 53007512 53013180 + -ENSG00000269526.1 ERVV-1 chr19 53013921 53016122 + -ENSG00000268964.1 ERVV-2 chr19 53044738 53051076 + -ENSG00000170949.17 ZNF160 chr19 53066606 53103436 - -ENSG00000170954.11 ZNF415 chr19 53107879 53133077 - -ENSG00000197937.12 ZNF347 chr19 53124072 53159075 - -ENSG00000197497.10 ZNF665 chr19 53159213 53193386 - -ENSG00000268842.1 CTD-2245F17.2 chr19 53162428 53163563 + -ENSG00000269051.5 CTD-2245F17.3 chr19 53197111 53211015 + -ENSG00000269001.1 ZNF818P chr19 53212988 53213396 + -ENSG00000267809.1 NDUFV2P1 chr19 53223973 53224879 - -ENSG00000197928.10 ZNF677 chr19 53235381 53254898 - -ENSG00000269288.1 CTD-2245F17.6 chr19 53240675 53241913 + -ENSG00000196131.6 VN1R2 chr19 53258292 53261837 + -ENSG00000228567.3 VN1R4 chr19 53266676 53267723 - -ENSG00000269758.1 CTD-2245F17.9 chr19 53267870 53270932 - -ENSG00000189348.6 FAM90A27P chr19 53281559 53284944 + -ENSG00000163098.4 BIRC8 chr19 53289601 53291626 - -ENSG00000269118.1 FAM90A28P chr19 53299051 53308644 - -ENSG00000174677.4 VN1R6P chr19 53315137 53316043 + -ENSG00000213799.10 ZNF845 chr19 53333749 53354869 + -ENSG00000203326.9 ZNF525 chr19 53365693 53392217 + -ENSG00000241069.1 CTD-3141N22.1 chr19 53386233 53386388 + -ENSG00000196417.12 ZNF765 chr19 53389793 53430413 + -ENSG00000239912.1 RPL39P36 chr19 53413190 53413345 + -ENSG00000249435.1 CTD-2224J9.7 chr19 53426019 53426499 - -ENSG00000241015.2 TPM3P9 chr19 53431984 53444670 + -ENSG00000160336.14 ZNF761 chr19 53431993 53458261 + -ENSG00000198346.10 ZNF813 chr19 53467735 53496255 + -ENSG00000250731.1 TPM3P6 chr19 53479350 53480091 + -ENSG00000241434.1 CTD-2224J9.4 chr19 53495887 53496037 + -ENSG00000213777.5 CTD-2224J9.8 chr19 53503392 53512687 + -ENSG00000274892.1 CTB-167G5.7 chr19 53512092 53512616 - -ENSG00000130844.16 ZNF331 chr19 53520981 53580269 + -ENSG00000268864.4 CTB-167G5.6 chr19 53599628 53608451 - -ENSG00000269608.1 CTB-167G5.3 chr19 53616802 53617254 + -ENSG00000242668.3 RN7SL317P chr19 53629713 53630041 + -ENSG00000204595.1 DPRX chr19 53632056 53637009 + -ENSG00000200393.1 RNU6-698P chr19 53653685 53653791 + -ENSG00000270347.1 CTC-339O9.2 chr19 53657400 53658462 - -ENSG00000207645.1 MIR512-1 chr19 53666673 53666770 + -ENSG00000207644.1 MIR512-2 chr19 53669157 53669254 + -ENSG00000221017.1 MIR1323 chr19 53671968 53672040 + -ENSG00000207869.1 MIR498 chr19 53674197 53674320 + -ENSG00000207599.1 MIR520E chr19 53675711 53675797 + -ENSG00000207616.1 MIR515-1 chr19 53679003 53679085 + -ENSG00000207810.1 MIR519E chr19 53679940 53680023 + -ENSG00000280524.1 MIR520F chr19 53682162 53682260 + -ENSG00000207615.2 MIR515-2 chr19 53684995 53685109 + -ENSG00000207788.1 MIR519C chr19 53686469 53686555 + -ENSG00000221421.1 MIR1283-1 chr19 53688481 53688567 + -ENSG00000207594.1 MIR520A chr19 53690881 53690965 + -ENSG00000207580.1 MIR526B chr19 53694393 53694475 + -ENSG00000207825.1 MIR519B chr19 53695213 53695293 + -ENSG00000207711.1 MIR525 chr19 53697533 53697617 + -ENSG00000281285.1 AC011453.4 chr19 53698371 53698489 + -ENSG00000207706.1 MIR518F chr19 53700015 53700101 + -ENSG00000207722.1 MIR520B chr19 53701227 53701287 + -ENSG00000207862.1 MIR518B chr19 53702737 53702819 + -ENSG00000207629.1 MIR526A1 chr19 53706252 53706336 + -ENSG00000207738.1 MIR520C chr19 53707453 53707539 + -ENSG00000280867.1 MIR518C chr19 53708731 53708848 + -ENSG00000280911.1 MIR524 chr19 53710988 53711093 + -ENSG00000207734.1 MIR517A chr19 53712268 53712354 + -ENSG00000207981.1 MIR519D chr19 53713347 53713434 + -ENSG00000207549.1 MIR521-2 chr19 53716594 53716680 + -ENSG00000251843.1 RNU6-803P chr19 53719064 53719165 - -ENSG00000207735.1 MIR520D chr19 53720096 53720182 + -ENSG00000207837.1 MIR517B chr19 53721076 53721142 + -ENSG00000207799.1 MIR520G chr19 53722166 53722255 + -ENSG00000207925.1 MIR516B2 chr19 53725442 53725526 + -ENSG00000211532.1 MIR526A2 chr19 53726922 53726986 + -ENSG00000207987.1 MIR518E chr19 53729838 53729925 + -ENSG00000207803.1 MIR518A1 chr19 53731006 53731090 + -ENSG00000252734.1 RNU6-980P chr19 53732981 53733083 - -ENSG00000281027.1 AC011453.3 chr19 53734863 53734981 + -ENSG00000207946.2 MIR516B1 chr19 53736840 53736949 + -ENSG00000207699.1 MIR518A2 chr19 53739333 53739419 + -ENSG00000207838.1 MIR517C chr19 53741313 53741407 + -ENSG00000207861.1 MIR520H chr19 53742512 53742599 + -ENSG00000252025.1 RNU6-982P chr19 53745004 53745105 - -ENSG00000207634.1 MIR521-1 chr19 53748636 53748722 + -ENSG00000252191.1 RNU6-751P chr19 53749851 53749951 - -ENSG00000281751.1 MIR522 chr19 53751197 53751303 + -ENSG00000207992.1 MIR519A1 chr19 53752397 53752481 + -ENSG00000207979.1 MIR527 chr19 53754018 53754102 + -ENSG00000207767.2 MIR516A1 chr19 53756727 53756836 + -ENSG00000265569.1 AC011453.1 chr19 53757869 53757969 + -ENSG00000221548.1 MIR1283-2 chr19 53758232 53758318 + -ENSG00000252063.1 RNU6-1041P chr19 53760087 53760188 - -ENSG00000207620.1 MIR516A2 chr19 53761133 53761222 + -ENSG00000269842.3 CTC-339O9.1 chr19 53761961 53764199 + -ENSG00000280835.1 AC011453.2 chr19 53762335 53762445 + -ENSG00000252979.1 RNU6-165P chr19 53766534 53766632 - -ENSG00000237589.1 HMGN1P32 chr19 53767971 53768553 - -ENSG00000229000.1 SEPT7P8 chr19 53772506 53773280 - -ENSG00000238150.1 AC008753.3 chr19 53775599 53775882 + -ENSG00000269877.1 CTD-3022G6.1 chr19 53787597 53788169 - -ENSG00000199031.1 MIR371A chr19 53787675 53787741 + -ENSG00000199095.1 MIR372 chr19 53787890 53787956 + -ENSG00000199143.1 MIR373 chr19 53788705 53788773 + -ENSG00000269564.1 AC008753.4 chr19 53788782 53789168 + -ENSG00000142405.21 NLRP12 chr19 53793603 53824394 - -ENSG00000274524.1 AC008753.1 chr19 53831859 53831926 - -ENSG00000228323.2 AC008753.6 chr19 53854581 53869107 - -ENSG00000232324.1 AC008440.10 chr19 53864763 53866140 + -ENSG00000179820.15 MYADM chr19 53866223 53876437 + -ENSG00000232220.2 AC008440.5 chr19 53874626 53876049 - -ENSG00000126583.10 PRKCG chr19 53879190 53907652 + -ENSG00000105605.7 CACNG7 chr19 53909335 53943941 + -ENSG00000142408.2 CACNG8 chr19 53963040 53990215 + -ENSG00000215998.1 MIR935 chr19 53982307 53982397 + -ENSG00000130433.7 CACNG6 chr19 53992288 54012669 + -ENSG00000276206.1 CTD-3093M3.1 chr19 54031412 54031504 + -ENSG00000189068.9 VSTM1 chr19 54040825 54063953 - -ENSG00000248385.7 TARM1 chr19 54069895 54081365 - -ENSG00000170909.13 OSCAR chr19 54094668 54102692 - -ENSG00000170906.15 NDUFA3 chr19 54102728 54109257 + -ENSG00000105619.13 TFPT chr19 54107013 54115675 - -ENSG00000105618.13 PRPF31 chr19 54115410 54131719 + -ENSG00000237017.1 AC012314.8 chr19 54119511 54125343 - -ENSG00000088038.17 CNOT3 chr19 54137728 54155681 + -ENSG00000105617.3 LENG1 chr19 54155161 54159882 - -ENSG00000167608.11 TMC4 chr19 54160108 54173250 - -ENSG00000125505.16 MBOAT7 chr19 54173412 54189882 - -ENSG00000170892.10 TSEN34 chr19 54189938 54194536 + -ENSG00000223660.1 AC012314.20 chr19 54199454 54199971 - -ENSG00000170889.13 RPS9 chr19 54200742 54249003 + -ENSG00000224579.1 AC012314.19 chr19 54209092 54209418 - -ENSG00000204577.11 LILRB3 chr19 54216278 54223506 - -ENSG00000244482.9 LILRA6 chr19 54216868 54242800 - -ENSG00000269524.1 CTB-83J4.1 chr19 54224523 54224881 + -ENSG00000235081.1 AC010492.2 chr19 54229036 54230213 + -ENSG00000131042.13 LILRB2 chr19 54238904 54281184 - -ENSG00000249189.1 AC010492.4 chr19 54246101 54247322 - -ENSG00000105609.16 LILRB5 chr19 54249431 54257301 - -ENSG00000212314.2 RNU6-1307P chr19 54263951 54264053 - -ENSG00000240296.1 AC010492.5 chr19 54268005 54269045 + -ENSG00000264703.1 MIR4752 chr19 54282109 54282180 + -ENSG00000240197.1 AC010518.3 chr19 54294049 54294366 - -ENSG00000276758.1 AC010518.2 chr19 54296194 54296252 - -ENSG00000251431.1 AC008984.5 chr19 54298105 54298814 - -ENSG00000234436.1 AC008984.7 chr19 54301758 54306026 - -ENSG00000187116.13 LILRA5 chr19 54307070 54313139 - -ENSG00000275210.1 AC008984.2 chr19 54308915 54337168 - -ENSG00000249654.1 VN1R104P chr19 54320204 54321212 - -ENSG00000250507.1 AC008984.6 chr19 54328272 54331434 - -ENSG00000239961.2 LILRA4 chr19 54333185 54339150 - -ENSG00000167613.15 LAIR1 chr19 54351384 54370558 - -ENSG00000237955.1 AC008746.10 chr19 54379489 54379960 + -ENSG00000167614.13 TTYH1 chr19 54415219 54436900 + -ENSG00000227407.1 AC008746.3 chr19 54430654 54434698 - -ENSG00000268496.1 CTD-2587H19.2 chr19 54434183 54434665 + -ENSG00000269873.1 CTD-2587H19.3 chr19 54438010 54438346 - -ENSG00000267838.2 AC008746.12 chr19 54438665 54439544 - -ENSG00000226696.5 LENG8-AS1 chr19 54444813 54449045 - -ENSG00000235681.1 AC008746.5 chr19 54446830 54447047 + -ENSG00000167615.16 LENG8 chr19 54448887 54462037 + -ENSG00000275183.1 LENG9 chr19 54461796 54463711 - -ENSG00000167617.2 CDC42EP5 chr19 54465026 54473264 - -ENSG00000167618.9 LAIR2 chr19 54497879 54510687 + -ENSG00000213016.3 AC008746.9 chr19 54521723 54522031 + -ENSG00000104970.10 KIR3DX1 chr19 54532692 54545771 + -ENSG00000235181.1 AC009892.2 chr19 54551970 54552256 + -ENSG00000239998.5 LILRA2 chr19 54572920 54590287 + -ENSG00000104974.10 LILRA1 chr19 54573879 54602090 + -ENSG00000269271.1 CTB-83J4.2 chr19 54589441 54590287 + -ENSG00000238094.1 AC009892.5 chr19 54607870 54608376 + -ENSG00000104972.14 LILRB1 chr19 54617158 54700954 + -ENSG00000264799.1 AC245036.1 chr19 54629392 54629463 - -ENSG00000224730.1 AC009892.10 chr19 54635722 54638892 - -ENSG00000186818.12 LILRB4 chr19 54643889 54670359 + -ENSG00000277520.1 AC245036.6 chr19 54644707 54644782 + -ENSG00000274787.1 AC245036.3 chr19 54644793 54644868 + -ENSG00000276748.1 AC245036.5 chr19 54644922 54644997 + -ENSG00000275694.1 AC245036.4 chr19 54645008 54645083 + -ENSG00000274095.1 AC245036.2 chr19 54645180 54645255 + -ENSG00000277636.1 MIR8061 chr19 54645309 54645383 + -ENSG00000242856.3 VN1R105P chr19 54647944 54648853 + -ENSG00000237323.1 AC009892.9 chr19 54652085 54652230 + -ENSG00000225370.1 AC011515.2 chr19 54671231 54672591 + -ENSG00000186152.6 LILRP1 chr19 54696604 54700905 + -ENSG00000228790.1 AC098784.1 chr19 54703952 54704235 + -ENSG00000170858.10 LILRP2 chr19 54707916 54713453 + -ENSG00000243772.6 KIR2DL3 chr19 54724459 54767884 + -ENSG00000242019.1 KIR3DL3 chr19 54724479 54736536 + -ENSG00000215765.3 CTB-61M7.1 chr19 54724496 54798285 + -ENSG00000167633.16 KIR3DL1 chr19 54724497 54867215 + -ENSG00000242473.1 KIR2DP1 chr19 54755023 54767371 + -ENSG00000125498.19 KIR2DL1 chr19 54769811 54784322 + -ENSG00000264257.1 KIR3DP1 chr19 54786355 54790318 + -ENSG00000189013.14 KIR2DL4 chr19 54803535 54814517 + -ENSG00000221957.8 KIR2DS4 chr19 54832676 54848569 + -ENSG00000240403.5 KIR3DL2 chr19 54850443 54867207 + -ENSG00000199308.1 RNU6-222P chr19 54868939 54869045 - -ENSG00000186431.18 FCAR chr19 54874248 54890472 + -ENSG00000268734.1 CTB-61M7.2 chr19 54890673 54891420 + -ENSG00000189430.12 NCR1 chr19 54906150 54916140 + -ENSG00000167634.12 NLRP7 chr19 54923509 54966312 - -ENSG00000275012.1 CTC-550B14.10 chr19 54948864 54948993 + -ENSG00000022556.15 NLRP2 chr19 54953130 55001142 + -ENSG00000243494.1 CTC-550B14.1 chr19 54973817 54974417 + -ENSG00000280921.1 Metazoa_SRP chr19 55000173 55000440 - -ENSG00000267265.5 CTC-550B14.7 chr19 55006193 55048086 + -ENSG00000088053.11 GP6 chr19 55013705 55038264 - -ENSG00000267149.2 CTC-550B14.6 chr19 55027593 55053928 - -ENSG00000160439.15 RDH13 chr19 55039108 55071291 - -ENSG00000131037.14 EPS8L1 chr19 55072020 55087923 + -ENSG00000125503.12 PPP1R12C chr19 55090913 55117559 - -ENSG00000267507.1 CTD-2587H24.1 chr19 55119250 55120383 - -ENSG00000275863.1 MIR7975 chr19 55123225 55123292 - -ENSG00000105048.16 TNNT1 chr19 55132794 55149354 - -ENSG00000129991.12 TNNI3 chr19 55151767 55157773 - -ENSG00000267110.1 CTD-2587H24.4 chr19 55154757 55160671 - -ENSG00000167646.13 DNAAF3 chr19 55158661 55166722 - -ENSG00000267577.1 CTD-2587H24.5 chr19 55158939 55177540 + -ENSG00000239137.1 snoU13 chr19 55167171 55167274 + -ENSG00000129990.14 SYT5 chr19 55171199 55180441 - -ENSG00000080031.9 PTPRH chr19 55181248 55209506 - -ENSG00000267649.1 CTD-2587H24.10 chr19 55216660 55221616 + -ENSG00000180089.5 TMEM86B chr19 55226639 55229264 - -ENSG00000276570.1 CTD-2587H24.14 chr19 55227219 55230279 - -ENSG00000105063.18 PPP6R1 chr19 55229780 55258995 - -ENSG00000275519.1 MIR6804 chr19 55230885 55230952 - -ENSG00000278328.1 MIR6802 chr19 55239912 55239976 - -ENSG00000278264.1 MIR6803 chr19 55245186 55245250 - -ENSG00000133265.10 HSPBP1 chr19 55262231 55280381 - -ENSG00000160469.16 BRSK1 chr19 55282072 55312533 + -ENSG00000280855.1 AC020922.1 chr19 55292997 55293068 - -ENSG00000268729.1 CTD-2105E13.14 chr19 55312029 55312495 - -ENSG00000180061.9 TMEM150B chr19 55312801 55334048 - -ENSG00000276831.1 CTD-2105E13.16 chr19 55338945 55339283 - -ENSG00000133247.13 SUV420H2 chr19 55339853 55348120 + -ENSG00000160471.12 COX6B2 chr19 55349306 55354814 - -ENSG00000267706.3 CTD-2105E13.6 chr19 55352301 55359516 - -ENSG00000180043.11 FAM71E2 chr19 55354908 55363260 - -ENSG00000095752.6 IL11 chr19 55364389 55370463 - -ENSG00000160472.4 TMEM190 chr19 55376836 55378244 + -ENSG00000269275.1 CTD-2105E13.15 chr19 55377579 55378125 - -ENSG00000233493.3 TMEM238 chr19 55379245 55384598 - -ENSG00000108107.12 RPL28 chr19 55385345 55403250 + -ENSG00000277326.1 MIR6805 chr19 55388181 55388242 + -ENSG00000108106.13 UBE2S chr19 55399745 55407777 - -ENSG00000187902.11 SHISA7 chr19 55428740 55442863 - -ENSG00000063241.7 ISOC2 chr19 55452985 55462343 - -ENSG00000279063.1 CTD-2537I9.15 chr19 55467438 55467934 - -ENSG00000269859.1 CTD-2537I9.16 chr19 55475983 55476482 - -ENSG00000197483.9 ZNF628 chr19 55476332 55484487 + -ENSG00000090971.4 NAT14 chr19 55485004 55487568 + -ENSG00000179954.14 SSC5D chr19 55488404 55519098 + -ENSG00000187550.8 SBK2 chr19 55529733 55537089 - -ENSG00000231274.5 SBK3 chr19 55540656 55545543 - -ENSG00000218891.4 ZNF579 chr19 55576770 55580845 - -ENSG00000179943.7 FIZ1 chr19 55591371 55601970 - -ENSG00000171443.6 ZNF524 chr19 55600022 55603138 + -ENSG00000261221.3 ZNF865 chr19 55605405 55617269 + -ENSG00000276488.1 CTD-2537I9.18 chr19 55612490 55613097 - -ENSG00000179922.5 ZNF784 chr19 55620742 55624601 - -ENSG00000213015.8 ZNF580 chr19 55635016 55643469 + -ENSG00000171425.9 ZNF581 chr19 55635459 55645622 + -ENSG00000173581.7 CCDC106 chr19 55641062 55653161 + -ENSG00000063244.12 U2AF2 chr19 55654146 55674715 + -ENSG00000267523.1 CTD-2537I9.12 chr19 55661901 55674715 - -ENSG00000267096.1 CTD-2537I9.13 chr19 55670632 55672069 + -ENSG00000063245.14 EPN1 chr19 55675226 55709858 + -ENSG00000211571.1 AC010525.1 chr19 55684772 55684916 + -ENSG00000267117.1 AC010525.4 chr19 55694118 55694558 - -ENSG00000267689.1 AC010525.5 chr19 55705978 55706172 - -ENSG00000268593.3 CTD-2611O12.6 chr19 55707550 55707855 + -ENSG00000185792.9 NLRP9 chr19 55708432 55738402 - -ENSG00000222524.1 RN7SKP109 chr19 55737285 55737600 + -ENSG00000223638.3 RFPL4A chr19 55759014 55763175 + -ENSG00000229292.1 RFPL4AL1 chr19 55769141 55773179 + -ENSG00000255238.1 RFPL4AP1 chr19 55777553 55778900 + -ENSG00000179873.14 NLRP11 chr19 55785397 55836800 - -ENSG00000160505.15 NLRP4 chr19 55836578 55881854 + -ENSG00000173572.11 NLRP13 chr19 55891699 55932336 - -ENSG00000179709.8 NLRP8 chr19 55947832 55988629 + -ENSG00000171487.14 NLRP5 chr19 55999726 56061813 + -ENSG00000267522.1 CTD-2621I17.6 chr19 56066684 56078801 + -ENSG00000281209.1 Metazoa_SRP chr19 56072367 56072640 - -ENSG00000142409.5 ZNF787 chr19 56087366 56121280 - -ENSG00000223060.1 Y_RNA chr19 56105416 56105510 + -ENSG00000279959.1 CTD-2621I17.8 chr19 56127236 56127466 - -ENSG00000167685.14 ZNF444 chr19 56132599 56160893 + -ENSG00000279794.1 CTD-2621I17.3 chr19 56149817 56150490 + -ENSG00000197487.8 GALP chr19 56176020 56185775 + -ENSG00000197213.9 ZSCAN5B chr19 56189570 56197920 - -ENSG00000204532.6 ZSCAN5CP chr19 56202301 56209452 + -ENSG00000242411.2 CTD-2086L14.1 chr19 56217168 56217777 - -ENSG00000131848.9 ZSCAN5A chr19 56219670 56368383 - -ENSG00000267908.2 ZSCAN5D chr19 56244043 56247482 + -ENSG00000267710.5 AC006116.20 chr19 56272769 56310450 + -ENSG00000267298.1 AC006116.19 chr19 56311928 56312486 - -ENSG00000267549.5 AC006116.17 chr19 56314703 56341287 + -ENSG00000200646.1 Y_RNA chr19 56316524 56316636 - -ENSG00000213014.3 VN2R17P chr19 56317177 56318008 - -ENSG00000266907.1 AC006116.22 chr19 56319790 56322310 - -ENSG00000267145.1 AC006116.14 chr19 56338288 56338648 - -ENSG00000266932.1 AC006116.13 chr19 56342432 56343419 - -ENSG00000267429.1 AC006116.15 chr19 56347081 56348183 - -ENSG00000267606.1 AC006116.21 chr19 56354493 56368053 - -ENSG00000240225.10 ZNF542P chr19 56368099 56379828 + -ENSG00000018869.16 ZNF582 chr19 56375846 56393545 - -ENSG00000267776.1 AC006116.24 chr19 56376704 56377284 - -ENSG00000267459.1 AC006116.27 chr19 56377037 56377792 - -ENSG00000267781.1 SLC25A36P1 chr19 56386226 56386690 + -ENSG00000267192.1 AC006116.12 chr19 56387412 56388424 + -ENSG00000267454.5 ZNF582-AS1 chr19 56393656 56399172 + -ENSG00000266631.1 AC006116.1 chr19 56396316 56396401 - -ENSG00000198440.9 ZNF583 chr19 56397966 56436035 + -ENSG00000198046.11 ZNF667 chr19 56439325 56478065 - -ENSG00000166770.10 ZNF667-AS1 chr19 56477250 56500666 + -ENSG00000279405.1 AC098795.1 chr19 56480397 56483977 - -ENSG00000276578.1 LLNLR-285B5.1 chr19 56485923 56494280 - -ENSG00000196263.7 ZNF471 chr19 56507843 56530221 + -ENSG00000267224.1 AC005498.4 chr19 56535299 56535763 + -ENSG00000267421.6 AC005498.3 chr19 56536156 56538575 - -ENSG00000196867.7 ZFP28 chr19 56538948 56556810 + -ENSG00000269696.1 AC007228.11 chr19 56545566 56567411 - -ENSG00000281545.1 AC005498.1 chr19 56547105 56547241 + -ENSG00000197016.11 ZNF470 chr19 56567511 56588911 + -ENSG00000268847.1 SIGLEC31P chr19 56589495 56590281 - -ENSG00000197951.8 ZNF71 chr19 56595264 56626481 + -ENSG00000268036.1 AC007228.8 chr19 56613810 56613951 + -ENSG00000268182.5 SMIM17 chr19 56643145 56655766 + -ENSG00000127903.13 ZNF835 chr19 56661981 56671783 - -ENSG00000268352.1 AC007228.5 chr19 56672268 56684653 + -ENSG00000268568.1 AC007228.9 chr19 56672574 56673901 - -ENSG00000269793.5 ZIM2-AS1 chr19 56690686 56799646 + -ENSG00000265070.1 AC006115.1 chr19 56719203 56719287 - -ENSG00000268067.1 OR5AH1P chr19 56760933 56761215 + -ENSG00000269699.5 ZIM2 chr19 56774552 56840729 - -ENSG00000268407.1 AC006115.6 chr19 56793048 56793249 - -ENSG00000198300.12 PEG3 chr19 56810083 56840728 - -ENSG00000268654.1 MIMT1 chr19 56840902 56848556 + -ENSG00000281440.1 MIMT1_1 chr19 56840905 56840992 + -ENSG00000274777.1 MIMT1_2 chr19 56848068 56848204 + -ENSG00000269786.1 CTC-258N23.3 chr19 56922018 56922213 + -ENSG00000268483.1 RPL7AP69 chr19 57065334 57066139 + -ENSG00000274219.1 CTC-360J11.7 chr19 57111120 57112027 - -ENSG00000131864.10 USP29 chr19 57119138 57131926 + -ENSG00000141946.1 ZIM3 chr19 57134096 57145202 - -ENSG00000270293.1 CTC-360J11.5 chr19 57150513 57150978 + -ENSG00000270790.1 CTC-360J11.6 chr19 57151587 57151860 - -ENSG00000258873.2 DUXA chr19 57154021 57167443 - -ENSG00000268379.1 CTC-360J11.4 chr19 57175233 57177921 + -ENSG00000083844.10 ZNF264 chr19 57191500 57222846 + -ENSG00000105146.12 AURKC chr19 57230802 57235548 + -ENSG00000204524.6 ZNF805 chr19 57240685 57255135 + -ENSG00000268713.1 CTC-444N24.8 chr19 57261354 57262738 + -ENSG00000267871.5 CTC-444N24.6 chr19 57267220 57280334 - -ENSG00000197714.8 ZNF460 chr19 57280051 57293569 + -ENSG00000279541.1 CTC-444N24.7 chr19 57293083 57294469 - -ENSG00000268205.1 CTC-444N24.11 chr19 57304305 57308562 + -ENSG00000268723.1 CTC-444N24.9 chr19 57317208 57317562 - -ENSG00000178229.7 ZNF543 chr19 57320509 57330776 + -ENSG00000268678.1 CTC-444N24.13 chr19 57350848 57352012 - -ENSG00000131845.14 ZNF304 chr19 57351307 57359898 + -ENSG00000152433.14 ZNF547 chr19 57363477 57379565 + -ENSG00000256060.2 TRAPPC2B chr19 57363511 57365353 + -ENSG00000268133.1 AC003002.4 chr19 57363566 57398584 + -ENSG00000188785.11 ZNF548 chr19 57389850 57402992 + -ENSG00000269533.5 AC003002.6 chr19 57389884 57419994 + -ENSG00000268533.1 AC004076.7 chr19 57394183 57438457 + -ENSG00000186272.12 ZNF17 chr19 57411163 57421939 + -ENSG00000186230.6 ZNF749 chr19 57435329 57445485 + -ENSG00000268163.1 AC004076.9 chr19 57437970 57477536 - -ENSG00000276449.1 AC004076.5 chr19 57449689 57453011 + -ENSG00000178201.4 VN1R1 chr19 57454790 57457142 - -ENSG00000268545.1 VN1R107P chr19 57459912 57460120 + -ENSG00000197128.11 ZNF772 chr19 57466663 57477570 - -ENSG00000268266.1 AC003005.2 chr19 57477649 57482996 + -ENSG00000105136.19 ZNF419 chr19 57487711 57496097 + -ENSG00000268107.5 AC003005.4 chr19 57487718 57505381 + -ENSG00000152439.12 ZNF773 chr19 57499915 57518404 + -ENSG00000121406.8 ZNF549 chr19 57527325 57557542 + -ENSG00000251369.8 ZNF550 chr19 57535257 57559863 - -ENSG00000083817.8 ZNF416 chr19 57571566 57578927 - -ENSG00000171649.11 ZIK1 chr19 57578456 57593777 + -ENSG00000183647.10 ZNF530 chr19 57599885 57612722 + -ENSG00000213762.10 ZNF134 chr19 57614233 57624723 + -ENSG00000268392.1 AC003682.16 chr19 57625032 57626950 + -ENSG00000121417.13 ZNF211 chr19 57630395 57642779 + -ENSG00000269097.1 AC003682.17 chr19 57664280 57665039 + -ENSG00000180532.10 ZSCAN4 chr19 57668935 57679152 + -ENSG00000204519.10 ZNF551 chr19 57681969 57717301 + -ENSG00000269026.2 AC003006.7 chr19 57682045 57753575 + -ENSG00000179909.15 ZNF154 chr19 57697367 57709194 - -ENSG00000083814.12 ZNF671 chr19 57719751 57727624 - -ENSG00000264453.1 AC003006.1 chr19 57738465 57738550 + -ENSG00000152443.12 ZNF776 chr19 57746796 57758159 + -ENSG00000083828.15 ZNF586 chr19 57769655 57819939 + -ENSG00000178935.5 ZNF552 chr19 57803841 57814913 - -ENSG00000268750.6 CTD-2583A14.10 chr19 57819719 57858941 + -ENSG00000269343.6 ZNF587B chr19 57819741 57846238 + -ENSG00000269304.1 AC010522.1 chr19 57826461 57826778 - -ENSG00000204514.9 ZNF814 chr19 57848731 57889074 - -ENSG00000198466.11 ZNF587 chr19 57849857 57865112 + -ENSG00000269867.1 CTD-2583A14.8 chr19 57867038 57868172 - -ENSG00000270804.1 CTD-2583A14.11 chr19 57867885 57868834 + -ENSG00000269476.1 CTD-2583A14.9 chr19 57876765 57916591 - -ENSG00000173480.10 ZNF417 chr19 57900296 57916610 - -ENSG00000196724.12 ZNF418 chr19 57921884 57935393 - -ENSG00000152454.3 ZNF256 chr19 57940833 57947675 - -ENSG00000243234.1 CTD-2583A14.1 chr19 57953158 57953759 - -ENSG00000177025.3 C19orf18 chr19 57958437 57974534 - -ENSG00000166704.11 ZNF606 chr19 57977053 58003349 - -ENSG00000176593.7 CTD-2368P22.1 chr19 58002061 58011232 + -ENSG00000235974.1 VN2R19P chr19 58012589 58025926 - -ENSG00000152467.9 ZSCAN1 chr19 58034032 58054631 + -ENSG00000268660.1 LETM1P2 chr19 58044592 58046769 + -ENSG00000270837.1 HNRNPDLP4 chr19 58049046 58049346 - -ENSG00000176293.19 ZNF135 chr19 58059239 58086310 + -ENSG00000243642.3 RN7SL526P chr19 58069970 58070288 + -ENSG00000121413.12 ZSCAN18 chr19 58083838 58118427 - -ENSG00000181894.14 ZNF329 chr19 58126252 58155110 - -ENSG00000268293.1 CTD-2623H2.7 chr19 58136713 58137054 + -ENSG00000269236.1 CTD-2619J13.1 chr19 58166166 58167145 + -ENSG00000171606.17 ZNF274 chr19 58183029 58213562 + -ENSG00000213013.4 RPS15AP36 chr19 58216180 58216561 + -ENSG00000268866.1 AC020915.2 chr19 58224506 58225469 + -ENSG00000198131.13 ZNF544 chr19 58228594 58277495 + -ENSG00000269545.1 CTD-3138B18.4 chr19 58229465 58286807 + -ENSG00000268516.2 CTD-3138B18.5 chr19 58257270 58278808 - -ENSG00000268201.1 CTD-3138B18.6 chr19 58266635 58267685 + -ENSG00000278129.1 ZNF8 chr19 58278951 58302805 + -ENSG00000267216.1 AC010642.1 chr19 58278966 58315197 + -ENSG00000142396.10 ERVK3-1 chr19 58305319 58315663 + -ENSG00000264333.1 AC020915.1 chr19 58310917 58311002 - -ENSG00000269794.1 AC010642.2 chr19 58319277 58320489 + -ENSG00000182318.5 ZSCAN22 chr19 58327019 58342332 + -ENSG00000277588.1 MIR6806 chr19 58334688 58334751 + -ENSG00000121410.11 A1BG chr19 58345178 58353499 - -ENSG00000268230.5 CTD-2619J13.8 chr19 58346854 58362751 - -ENSG00000268895.5 A1BG-AS1 chr19 58347751 58355183 + -ENSG00000279611.1 CTD-2619J13.5 chr19 58350795 58351720 + -ENSG00000174586.10 ZNF497 chr19 58354357 58362848 - -ENSG00000268049.1 CTD-2619J13.9 chr19 58357999 58359603 + -ENSG00000269054.1 CTD-2619J13.3 chr19 58362585 58366591 + -ENSG00000252211.1 RNA5SP473 chr19 58363438 58363562 + -ENSG00000152475.6 ZNF837 chr19 58367618 58381060 - -ENSG00000083845.8 RPS5 chr19 58386400 58394806 + -ENSG00000266640.1 MIR4754 chr19 58386770 58386858 - -ENSG00000269855.2 RNF225 chr19 58396090 58397079 + -ENSG00000268307.1 CTD-2619J13.13 chr19 58400221 58400679 + -ENSG00000171574.17 ZNF584 chr19 58401504 58418327 + -ENSG00000232098.3 CTD-2619J13.14 chr19 58404238 58408484 - -ENSG00000268543.1 CTD-2619J13.16 chr19 58418560 58419310 + -ENSG00000268912.1 CTD-2619J13.17 chr19 58428632 58431148 - -ENSG00000131849.10 ZNF132 chr19 58432814 58440222 - -ENSG00000269473.1 CTD-2619J13.19 chr19 58440448 58445849 + -ENSG00000249471.7 ZNF324B chr19 58451604 58457833 + -ENSG00000083812.11 ZNF324 chr19 58467045 58475436 + -ENSG00000083838.15 ZNF446 chr19 58474017 58481230 + -ENSG00000269106.1 CTD-2619J13.23 chr19 58475355 58475763 - -ENSG00000083807.9 SLC27A5 chr19 58479512 58512413 - -ENSG00000252334.1 RNU6-1337P chr19 58483749 58483843 - -ENSG00000265272.2 RN7SL693P chr19 58490797 58491075 + -ENSG00000273901.1 CTD-2619J13.27 chr19 58500505 58501137 + -ENSG00000119574.12 ZBTB45 chr19 58513530 58538911 - -ENSG00000264910.2 RN7SL525P chr19 58543299 58543578 - -ENSG00000130726.11 TRIM28 chr19 58544091 58550722 + -ENSG00000275924.1 MIR6807 chr19 58550285 58550376 + -ENSG00000130724.8 CHMP2A chr19 58551566 58555124 - -ENSG00000130725.7 UBE2M chr19 58555712 58558960 - -ENSG00000267858.5 MZF1-AS1 chr19 58559129 58574797 + -ENSG00000099326.8 MZF1 chr19 58561931 58573575 - -ENSG00000213753.10 CENPBD1P1 chr19 58573503 58599801 + -ENSG00000268784.1 MGC2752 chr19 58582024 58582609 + -ENSG00000269032.1 AC016629.7 chr19 58586158 58586356 + -ENSG00000269600.1 AC016629.3 chr19 58593896 58599355 - -ENSG00000178591.6 DEFB125 chr20 87250 97094 + -ENSG00000125788.5 DEFB126 chr20 142369 145751 + -ENSG00000088782.4 DEFB127 chr20 157470 159163 + -ENSG00000274590.1 AL360078.1 chr20 173229 173296 - -ENSG00000185982.6 DEFB128 chr20 187853 189681 - -ENSG00000125903.4 DEFB129 chr20 227258 229886 + -ENSG00000186458.4 DEFB132 chr20 257736 261096 + -ENSG00000272874.1 RP5-1103G7.10 chr20 267186 268857 + -ENSG00000196476.11 C20orf96 chr20 270863 290778 - -ENSG00000247315.3 ZCCHC3 chr20 296968 300321 + -ENSG00000225377.5 NRSN2-AS1 chr20 320313 348224 - -ENSG00000177732.7 SOX12 chr20 325401 330224 + -ENSG00000125841.12 NRSN2 chr20 346782 359660 + -ENSG00000101255.10 TRIB3 chr20 362835 397559 + -ENSG00000125826.19 RBCK1 chr20 407498 430966 + -ENSG00000125875.13 TBC1D20 chr20 435480 462553 - -ENSG00000206797.1 Y_RNA chr20 450663 450762 + -ENSG00000101266.16 CSNK2A1 chr20 473591 543821 - -ENSG00000125878.5 TCF15 chr20 603797 610398 - -ENSG00000271303.1 SRXN1 chr20 646615 653370 - -ENSG00000270299.1 RP5-850E9.3 chr20 646626 675800 - -ENSG00000215397.3 SCRT2 chr20 661596 676179 - -ENSG00000101276.14 SLC52A3 chr20 760080 776015 - -ENSG00000125898.12 FAM110A chr20 833715 857463 + -ENSG00000101278.6 RPS10L chr20 839447 839977 - -ENSG00000101280.7 ANGPT4 chr20 869899 916317 - -ENSG00000101282.8 RSPO4 chr20 958452 1002264 - -ENSG00000125818.17 PSMF1 chr20 1113263 1189415 + -ENSG00000276026.1 RP4-545L17.11 chr20 1117847 1118450 - -ENSG00000215388.3 ACTG1P3 chr20 1160584 1161697 + -ENSG00000125895.5 TMEM74B chr20 1180561 1185415 - -ENSG00000274269.1 RP4-545L17.12 chr20 1186092 1207036 + -ENSG00000215595.1 C20orf202 chr20 1203454 1208274 + -ENSG00000244588.5 RAD21L1 chr20 1226056 1296421 + -ENSG00000101298.13 SNPH chr20 1266316 1309328 + -ENSG00000125775.14 SDCBP2 chr20 1309909 1329239 - -ENSG00000274322.1 RP11-314N13.10 chr20 1317571 1393096 - -ENSG00000280162.1 RP11-314N13.9 chr20 1320710 1324367 + -ENSG00000234684.6 SDCBP2-AS1 chr20 1325405 1378734 + -ENSG00000229728.1 RP11-314N13.3 chr20 1361622 1362585 + -ENSG00000088832.14 FKBP1A chr20 1368978 1393172 - -ENSG00000276741.1 MIR6869 chr20 1392900 1392961 - -ENSG00000088833.17 NSFL1C chr20 1442162 1473842 - -ENSG00000196209.12 SIRPB2 chr20 1470741 1491587 - -ENSG00000266085.1 AL109658.1 chr20 1488550 1488647 + -ENSG00000242324.1 RP4-576H24.2 chr20 1516759 1557653 - -ENSG00000252103.1 RNU6-917P chr20 1529056 1529159 - -ENSG00000125900.12 SIRPD chr20 1534251 1558843 - -ENSG00000260861.6 RP4-576H24.4 chr20 1540144 1620009 - -ENSG00000101307.15 SIRPB1 chr20 1563521 1620061 - -ENSG00000271523.1 RP4-576H24.5 chr20 1591392 1591848 + -ENSG00000089012.14 SIRPG chr20 1629152 1657779 - -ENSG00000237914.5 SIRPG-AS1 chr20 1633508 1648472 + -ENSG00000223750.1 SIRPB3P chr20 1665283 1708200 - -ENSG00000242348.3 RN7SL561P chr20 1666360 1666640 + -ENSG00000236550.1 RP4-673D20.5 chr20 1676662 1676907 - -ENSG00000234282.1 RP4-673D20.4 chr20 1722045 1722537 - -ENSG00000271461.1 RP4-673D20.6 chr20 1756756 1758940 - -ENSG00000232528.3 RP4-673D20.3 chr20 1767957 1779995 - -ENSG00000230839.1 RP5-968J1.1 chr20 1804016 1817606 - -ENSG00000280922.1 AL121760.1 chr20 1870053 1870185 + -ENSG00000276649.1 RP5-858L17.1 chr20 1888128 1894374 - -ENSG00000198053.11 SIRPA chr20 1894167 1940592 + -ENSG00000233896.1 RP4-684O24.5 chr20 1947246 2007517 + -ENSG00000101327.8 PDYN chr20 1978757 1994285 - -ENSG00000227663.1 RPL7P2 chr20 2075555 2075822 + -ENSG00000125834.12 STK35 chr20 2101611 2177038 + -ENSG00000280766.1 AL121899.1 chr20 2157212 2157281 - -ENSG00000226644.5 RP11-128M1.1 chr20 2207217 2213151 + -ENSG00000125780.11 TGM3 chr20 2296001 2341078 + -ENSG00000166948.9 TGM6 chr20 2380908 2432753 + -ENSG00000207305.1 Y_RNA chr20 2453010 2453117 - -ENSG00000125835.17 SNRPB chr20 2461634 2470853 - -ENSG00000256566.1 RP4-734P14.4 chr20 2467212 2508907 - -ENSG00000088876.11 ZNF343 chr20 2481817 2524702 - -ENSG00000149488.12 TMC2 chr20 2536607 2641784 + -ENSG00000101361.14 NOP56 chr20 2652145 2658393 + -ENSG00000221062.1 MIR1292 chr20 2652777 2652842 + -ENSG00000221116.1 SNORD110 chr20 2654212 2654286 + -ENSG00000271798.1 SNORA51 chr20 2655067 2655198 + -ENSG00000212498.1 SNORD86 chr20 2656097 2656182 + -ENSG00000229686.1 SNORD56 chr20 2656624 2656694 + -ENSG00000226572.1 SNORD57 chr20 2656939 2657010 + -ENSG00000101365.20 IDH3B chr20 2658395 2664219 - -ENSG00000228293.1 RP4-686C3.7 chr20 2664352 2665874 + -ENSG00000088881.20 EBF4 chr20 2692878 2760108 + -ENSG00000226217.1 RPL19P1 chr20 2780614 2781041 + -ENSG00000088882.7 CPXM1 chr20 2794069 2800637 - -ENSG00000241690.3 TMEM239 chr20 2814968 2818066 + -ENSG00000258713.2 C20orf141 chr20 2814987 2815833 + -ENSG00000198326.9 TMEM239 chr20 2816302 2820284 + -ENSG00000132635.16 PCED1A chr20 2835314 2841190 - -ENSG00000215305.9 VPS16 chr20 2840703 2866732 + -ENSG00000132670.20 PTPRA chr20 2864184 3039076 + -ENSG00000125787.11 GNRH2 chr20 3043622 3045747 + -ENSG00000125901.5 MRPS26 chr20 3045945 3048254 + -ENSG00000101405.3 OXT chr20 3071620 3072517 + -ENSG00000101200.5 AVP chr20 3082556 3084724 - -ENSG00000263905.2 RN7SL555P chr20 3094171 3094509 + -ENSG00000235958.5 UBOX5-AS1 chr20 3106913 3150867 + -ENSG00000185019.16 UBOX5 chr20 3107573 3160196 - -ENSG00000215251.3 FASTKD5 chr20 3146519 3159897 - -ENSG00000088899.14 LZTS3 chr20 3162617 3173592 - -ENSG00000198171.12 DDRGK1 chr20 3190350 3204685 - -ENSG00000125877.12 ITPA chr20 3208868 3223870 + -ENSG00000088836.12 SLC4A11 chr20 3227417 3239190 - -ENSG00000277287.1 RP4-794I6.4 chr20 3239705 3245382 + -ENSG00000088854.12 C20orf194 chr20 3249305 3407625 - -ENSG00000201294.1 RNU6-1019P chr20 3360036 3360142 + -ENSG00000226632.1 UBE2V1P1 chr20 3361880 3362324 - -ENSG00000201346.2 U3 chr20 3384229 3384440 + -ENSG00000266355.1 AL117334.1 chr20 3404216 3404285 + -ENSG00000225116.1 RP11-137F15.1 chr20 3465177 3465444 - -ENSG00000088812.17 ATRN chr20 3471040 3651122 + -ENSG00000230568.1 SF3A3P1 chr20 3489529 3491005 - -ENSG00000264957.1 AL109805.1 chr20 3507007 3507112 + -ENSG00000125861.14 GFRA4 chr20 3659292 3663399 - -ENSG00000149451.17 ADAM33 chr20 3667965 3682246 - -ENSG00000088827.12 SIGLEC1 chr20 3686970 3707128 - -ENSG00000132622.10 HSPA12B chr20 3732667 3753111 + -ENSG00000101220.17 C20orf27 chr20 3753508 3768387 - -ENSG00000101222.12 SPEF1 chr20 3777504 3781448 - -ENSG00000125817.7 CENPB chr20 3783851 3786690 - -ENSG00000101224.17 CDC25B chr20 3786772 3806121 + -ENSG00000275491.1 RP5-1009E24.8 chr20 3808357 3812434 + -ENSG00000274949.1 RP5-1009E24.9 chr20 3811384 3823882 + -ENSG00000125843.10 AP5S1 chr20 3820524 3828837 + -ENSG00000088888.17 MAVS chr20 3846799 3876123 + -ENSG00000229539.1 RP11-119B16.2 chr20 3888239 3888868 - -ENSG00000125779.21 PANK2 chr20 3888839 3929882 + -ENSG00000199024.1 MIR103A2 chr20 3917494 3917571 + -ENSG00000275582.1 RP4-681N20.5 chr20 3921279 3923400 - -ENSG00000101236.16 RNF24 chr20 3927309 4015582 - -ENSG00000226608.3 FTLP3 chr20 4023917 4024444 + -ENSG00000215063.3 RPL21P2 chr20 4059633 4060113 - -ENSG00000205300.3 RP11-352D3.2 chr20 4070152 4075165 - -ENSG00000088826.17 SMOX chr20 4120980 4187747 + -ENSG00000230176.2 LINC01433 chr20 4193065 4195943 + -ENSG00000171873.7 ADRA1D chr20 4220631 4249074 - -ENSG00000236387.1 RP11-307O10.1 chr20 4431161 4431673 - -ENSG00000238282.1 RP5-1164C1.2 chr20 4475638 4525200 + -ENSG00000228210.1 RPL7AL2 chr20 4590993 4591300 - -ENSG00000226948.1 RPS4XP2 chr20 4629427 4630219 - -ENSG00000171867.16 PRNP chr20 4686236 4701590 + -ENSG00000171864.4 PRND chr20 4721910 4728460 + -ENSG00000180259.9 PRNT chr20 4731282 4740668 - -ENSG00000231071.1 RP5-1068H6.1 chr20 4735669 4736673 - -ENSG00000278595.1 RP5-1068H6.6 chr20 4761300 4761696 + -ENSG00000101265.15 RASSF2 chr20 4780023 4823645 - -ENSG00000089057.14 SLC23A2 chr20 4852356 5010293 - -ENSG00000252096.1 SNORA31 chr20 4868984 4869118 + -ENSG00000234573.1 RP5-1116H23.1 chr20 5013520 5013724 - -ENSG00000277087.1 RP5-1116H23.6 chr20 5045761 5046276 - -ENSG00000276768.1 RP5-1116H23.5 chr20 5049857 5050321 - -ENSG00000278816.1 RP5-1116H23.4 chr20 5061037 5061340 - -ENSG00000277425.1 RP5-1116H23.3 chr20 5066082 5068154 - -ENSG00000089063.14 TMEM230 chr20 5068232 5113103 - -ENSG00000212536.1 RNA5SP474 chr20 5098387 5098476 - -ENSG00000252367.1 Y_RNA chr20 5113993 5114083 - -ENSG00000132646.10 PCNA chr20 5114953 5126626 - -ENSG00000212517.1 SNORA26 chr20 5121417 5121539 - -ENSG00000101290.13 CDS2 chr20 5126786 5197887 + -ENSG00000225022.1 UBE2D3P1 chr20 5292388 5292831 - -ENSG00000101292.7 PROKR2 chr20 5302040 5314369 - -ENSG00000200313.1 RNA5-8SP7 chr20 5346006 5346160 - -ENSG00000276688.1 RP5-828H9.4 chr20 5407564 5407876 + -ENSG00000226995.7 LINC00658 chr20 5426895 5471094 - -ENSG00000230563.2 RP5-828H9.1 chr20 5471207 5475182 + -ENSG00000205181.5 LINC00654 chr20 5496067 5504613 - -ENSG00000266908.1 RP5-1022P6.7 chr20 5499116 5502881 + -ENSG00000225640.1 RP5-1022P6.4 chr20 5507875 5510002 - -ENSG00000225831.1 RPS18P1 chr20 5532878 5533335 + -ENSG00000235820.1 RP5-1022P6.5 chr20 5533628 5535889 + -ENSG00000125772.12 GPCPD1 chr20 5544404 5611026 - -ENSG00000233578.1 EIF4EP1 chr20 5548840 5549481 + -ENSG00000171984.14 C20orf196 chr20 5750393 5863912 + -ENSG00000202380.1 RNU1-55P chr20 5890055 5890212 + -ENSG00000089199.9 CHGB chr20 5911430 5925361 + -ENSG00000215589.3 RP5-967N21.2 chr20 5928085 5929318 - -ENSG00000089195.14 TRMT6 chr20 5937235 5950558 - -ENSG00000125885.13 MCM8 chr20 5950652 5998977 + -ENSG00000207380.1 Y_RNA chr20 5964538 5964650 + -ENSG00000231961.1 RP5-967N21.7 chr20 5965180 5965511 + -ENSG00000278719.1 MCM8-AS1 chr20 5990943 6005821 - -ENSG00000263473.2 AL035461.1 chr20 5992260 5992353 - -ENSG00000275632.1 RP5-967N21.11 chr20 6000418 6000941 + -ENSG00000263755.2 RN7SL498P chr20 6001733 6002030 + -ENSG00000088766.11 CRLS1 chr20 6006090 6040053 + -ENSG00000125872.7 LRRN4 chr20 6040778 6054049 - -ENSG00000278192.1 RP5-1056H1.2 chr20 6065966 6067897 - -ENSG00000101311.15 FERMT1 chr20 6074845 6123544 - -ENSG00000233402.1 TARDBPP1 chr20 6200989 6202191 - -ENSG00000234241.1 RP4-775C13.1 chr20 6213699 6215381 + -ENSG00000271565.1 RP4-775C13.2 chr20 6219199 6219443 + -ENSG00000276915.1 RP4-775C13.3 chr20 6220330 6220759 + -ENSG00000221449.1 AL109618.1 chr20 6228794 6228948 - -ENSG00000229876.1 CASC20 chr20 6446723 6528459 + -ENSG00000228482.1 RP5-859D4.3 chr20 6731258 6736136 - -ENSG00000125845.6 BMP2 chr20 6767664 6780280 + -ENSG00000232271.1 RP4-764O22.1 chr20 7069614 7146656 + -ENSG00000228888.1 LINC01428 chr20 7146467 7254202 - -ENSG00000238102.1 RP11-19D2.1 chr20 7256580 7258214 - -ENSG00000261249.1 RP11-19D2.2 chr20 7302056 7307432 - -ENSG00000224711.1 RP5-988G17.1 chr20 7347467 7367632 + -ENSG00000278159.1 MIR8062 chr20 7371608 7371692 + -ENSG00000240584.3 RN7SL547P chr20 7633562 7633851 - -ENSG00000221726.2 AL031653.1 chr20 7696886 7696977 - -ENSG00000215586.2 RP5-836E8.1 chr20 7831798 7832322 - -ENSG00000277315.1 RP1-209B9.2 chr20 7867327 7867614 + -ENSG00000101323.4 HAO1 chr20 7882981 7940474 - -ENSG00000125827.8 TMX4 chr20 7977348 8019829 - -ENSG00000229766.6 RP5-971N18.3 chr20 8019223 8043512 + -ENSG00000226262.1 PHKBP1 chr20 8097824 8099774 - -ENSG00000182621.16 PLCB1 chr20 8114453 8968360 + -ENSG00000225479.1 PLCB1-IT1 chr20 8248704 8256918 + -ENSG00000222298.1 AL031655.1 chr20 8610154 8610240 - -ENSG00000201348.1 RNU105B chr20 8831186 8831393 + -ENSG00000228438.1 RP5-859I17.2 chr20 8929895 8930038 - -ENSG00000276385.1 RP5-859I17.3 chr20 8934984 8935481 - -ENSG00000275222.1 Metazoa_SRP chr20 8998849 8999100 + -ENSG00000101333.16 PLCB4 chr20 9068763 9481242 + -ENSG00000225988.1 LAMP5-AS1 chr20 9505180 9514998 - -ENSG00000125869.9 LAMP5 chr20 9514358 9530524 + -ENSG00000101349.16 PAK7 chr20 9537389 9839041 - -ENSG00000232738.1 RP5-986I17.2 chr20 9575608 9577689 + -ENSG00000243961.2 RP5-839B4.8 chr20 9986088 10007116 + -ENSG00000132623.15 ANKEF1 chr20 9986126 10058303 + -ENSG00000227906.7 SNAP25-AS1 chr20 10021978 10368776 - -ENSG00000276525.1 Metazoa_SRP chr20 10025917 10026168 + -ENSG00000230506.1 RP11-416N4.4 chr20 10173520 10196990 + -ENSG00000232448.1 RP11-416N4.1 chr20 10180235 10185775 + -ENSG00000132639.12 SNAP25 chr20 10218830 10307418 + -ENSG00000237005.1 HIGD1AP15 chr20 10334419 10334698 + -ENSG00000214835.3 RPL23AP6 chr20 10349157 10349628 - -ENSG00000230750.1 SDAD1P2 chr20 10385779 10387806 + -ENSG00000125863.17 MKKS chr20 10401009 10434222 - -ENSG00000149346.14 SLX4IP chr20 10435303 10636829 + -ENSG00000235036.4 RP5-1099D15.1 chr20 10612861 10614229 - -ENSG00000101384.11 JAG1 chr20 10637684 10674107 - -ENSG00000273745.1 MIR6870 chr20 10649636 10649695 - -ENSG00000270792.5 RP11-103J8.1 chr20 10672928 10994924 + -ENSG00000224961.1 RP1-278O22.1 chr20 10753090 10753966 + -ENSG00000234900.1 RP1-278O22.2 chr20 10753278 10765286 - -ENSG00000232900.1 RP4-697P8.3 chr20 10875333 10909272 - -ENSG00000217809.1 FAT1P1 chr20 10888582 10889088 - -ENSG00000270777.1 RP11-103J8.2 chr20 11001304 11001763 + -ENSG00000125899.7 C20orf187 chr20 11027760 11029366 + -ENSG00000230990.1 RP4-734C18.1 chr20 11234170 11301525 - -ENSG00000235544.1 RPS11P1 chr20 11345383 11345855 - -ENSG00000282478.1 RP5-1128N12.3 chr20 11536406 11541647 - -ENSG00000271397.1 RP5-1128N12.2 chr20 11608436 11609048 - -ENSG00000237256.1 PGAM3P chr20 11621051 11621477 + -ENSG00000261411.1 RP11-268G13.1 chr20 11685144 11687323 - -ENSG00000228422.3 LINC00687 chr20 11800463 11870715 - -ENSG00000222281.1 RN7SKP111 chr20 11818821 11819091 - -ENSG00000271298.1 RP5-1012F16.2 chr20 11838355 11838574 + -ENSG00000132640.14 BTBD3 chr20 11890723 11926609 + -ENSG00000236526.1 RP4-742J24.2 chr20 11909404 11918677 - -ENSG00000235292.1 RP4-796I8.1 chr20 12243895 12244296 - -ENSG00000230437.1 RP11-102J14.1 chr20 12305613 12316485 - -ENSG00000235698.1 PA2G4P2 chr20 12380056 12381255 + -ENSG00000233048.1 RP5-1069C8.2 chr20 12865202 12952519 - -ENSG00000269931.1 RP5-1069C8.3 chr20 12934877 12935783 - -ENSG00000234265.1 RP11-157E14.1 chr20 12950338 12951627 + -ENSG00000172296.12 SPTLC3 chr20 13008979 13169103 + -ENSG00000271426.1 RP4-718P11.1 chr20 13073667 13074312 - -ENSG00000101230.5 ISM1 chr20 13221771 13300651 + -ENSG00000226263.1 ISM1-AS1 chr20 13237801 13239674 - -ENSG00000225956.1 RP5-1077I2.3 chr20 13244064 13245369 - -ENSG00000278153.1 RP4-585I14.3 chr20 13368291 13368703 - -ENSG00000089123.15 TASP1 chr20 13389392 13638940 - -ENSG00000236811.1 GAPDHP2 chr20 13392677 13393674 + -ENSG00000275098.1 AL158089.1 chr20 13509635 13509744 - -ENSG00000089048.14 ESF1 chr20 13714322 13784886 - -ENSG00000101247.17 NDUFAF5 chr20 13784950 13821582 + -ENSG00000101251.11 SEL1L2 chr20 13849247 13996443 - -ENSG00000221328.1 AL117333.1 chr20 13955764 13955857 - -ENSG00000212247.1 RNU6-278P chr20 13973316 13973424 - -ENSG00000172264.16 MACROD2 chr20 13995369 16053197 + -ENSG00000230935.1 RPS3P1 chr20 14003508 14003699 + -ENSG00000234187.1 AIMP1P1 chr20 14127400 14128336 + -ENSG00000239923.3 RN7SL864P chr20 14223041 14223325 + -ENSG00000276456.1 AL136992.1 chr20 14245042 14245139 - -ENSG00000125848.9 FLRT3 chr20 14322988 14337616 - -ENSG00000199570.1 RNU6-228P chr20 14352320 14352425 + -ENSG00000227563.1 RNF11B chr20 14547184 14547623 - -ENSG00000227927.2 MACROD2-IT1 chr20 14554384 14636524 + -ENSG00000213950.2 RPS10P2 chr20 14757563 14758056 + -ENSG00000235914.1 MACROD2-AS1 chr20 14884253 14929515 - -ENSG00000237832.1 RP5-974N19.1 chr20 14933843 14935363 - -ENSG00000199803.1 RNU6-1159P chr20 15021553 15021659 - -ENSG00000201180.1 RNU6-115P chr20 15022852 15022958 + -ENSG00000222500.1 RNA5SP475 chr20 15280764 15280873 - -ENSG00000225181.1 RP11-388K2.1 chr20 15552157 15552885 - -ENSG00000212111.2 AL121584.1 chr20 15558380 15558468 - -ENSG00000224274.1 ENSAP1 chr20 15619494 15619819 - -ENSG00000225622.1 PPIAP17 chr20 16223750 16224535 - -ENSG00000089177.17 KIF16B chr20 16272104 16573433 - -ENSG00000221448.1 AL118509.1 chr20 16410297 16410391 - -ENSG00000280240.1 AL049794.1 chr20 16551149 16553012 - -ENSG00000273998.1 RP4-777L9.2 chr20 16576068 16579615 + -ENSG00000275728.1 RP4-777L9.3 chr20 16580258 16580622 + -ENSG00000226229.2 RPLP0P1 chr20 16586333 16586693 - -ENSG00000200494.1 Y_RNA chr20 16670641 16670742 - -ENSG00000235208.2 RPL7AL3 chr20 16684108 16684404 - -ENSG00000228809.2 RP4-705D16.3 chr20 16714844 16730948 - -ENSG00000125870.10 SNRPB2 chr20 16729961 16742563 + -ENSG00000125879.4 OTOR chr20 16748358 16770062 + -ENSG00000236985.1 RP5-1195D24.1 chr20 16857962 16864148 - -ENSG00000212165.2 U3 chr20 16982831 16983033 - -ENSG00000251955.1 RNU6-27P chr20 17187510 17187616 + -ENSG00000220540.1 RP1-298M8.1 chr20 17188134 17188344 + -ENSG00000238833.1 RNU1-131P chr20 17209060 17209220 + -ENSG00000125851.9 PCSK2 chr20 17226107 17484578 + -ENSG00000232241.1 DYNLT3P1 chr20 17479085 17479431 - -ENSG00000125864.11 BFSP1 chr20 17493905 17569220 - -ENSG00000232333.1 RPS27AP2 chr20 17516843 17517307 + -ENSG00000277373.1 RP11-462D18.4 chr20 17565501 17565851 - -ENSG00000125868.15 DSTN chr20 17569863 17609919 + -ENSG00000202260.1 RN7SKP69 chr20 17576206 17576510 - -ENSG00000230495.1 RP11-462D18.2 chr20 17599255 17599807 - -ENSG00000125844.15 RRBP1 chr20 17613678 17682295 - -ENSG00000125888.14 BANF2 chr20 17693672 17735871 + -ENSG00000221220.1 AL035045.1 chr20 17842583 17842728 + -ENSG00000233625.1 RP5-905G11.3 chr20 17887363 17888160 - -ENSG00000212555.1 RNU6-192P chr20 17903762 17903861 + -ENSG00000089006.16 SNX5 chr20 17941597 17968980 - -ENSG00000125850.10 OVOL2 chr20 17956979 18059188 - -ENSG00000212232.1 SNORD17 chr20 17962710 17962946 - -ENSG00000125871.13 MGME1 chr20 17968913 17991122 + -ENSG00000218902.3 PTMAP3 chr20 18011955 18012284 + -ENSG00000229262.1 RP4-726N1.2 chr20 18059493 18071008 + -ENSG00000227343.1 RPL15P1 chr20 18090116 18090715 - -ENSG00000252597.1 RNU7-137P chr20 18095571 18095632 - -ENSG00000207282.1 Y_RNA chr20 18113467 18113579 - -ENSG00000232838.3 PET117 chr20 18137873 18143169 + -ENSG00000149474.13 CSRP2BP chr20 18138118 18188387 + -ENSG00000251713.1 AL050321.1 chr20 18169905 18169989 - -ENSG00000232943.1 RP4-717M23.2 chr20 18220113 18220512 + -ENSG00000266720.2 RN7SL14P chr20 18258554 18258851 - -ENSG00000252635.1 RNU2-56P chr20 18265690 18265879 - -ENSG00000125846.15 ZNF133 chr20 18288283 18316996 + -ENSG00000199719.1 RN7SKP74 chr20 18295143 18295451 - -ENSG00000237259.1 RP4-568F9.3 chr20 18313765 18315111 - -ENSG00000230010.1 RP4-568F9.6 chr20 18322552 18359300 - -ENSG00000237282.3 LINC00851 chr20 18379049 18381484 + -ENSG00000089091.16 DZANK1 chr20 18383367 18467281 - -ENSG00000236474.1 GCNT1P1 chr20 18420160 18421454 - -ENSG00000252422.1 RNA5SP476 chr20 18433842 18433944 + -ENSG00000132664.11 POLR3F chr20 18467127 18484643 + -ENSG00000265137.2 AL121893.2 chr20 18470604 18470715 + -ENSG00000225419.1 RPL21P3 chr20 18485265 18486052 + -ENSG00000089050.14 RBBP9 chr20 18486540 18497243 - -ENSG00000214612.3 RPS19P1 chr20 18504633 18505066 + -ENSG00000101310.14 SEC23B chr20 18507493 18561415 + -ENSG00000264134.1 AL121893.1 chr20 18545708 18545784 - -ENSG00000232388.4 LINC00493 chr20 18567347 18569563 + -ENSG00000125821.11 DTD1 chr20 18567453 18763917 + -ENSG00000243702.3 RN7SL638P chr20 18592330 18592619 + -ENSG00000221806.1 RNU6ATAC34P chr20 18611047 18611167 - -ENSG00000232136.2 DUXAP7 chr20 18642782 18643634 - -ENSG00000233993.1 RP11-379J5.5 chr20 18674395 18698709 - -ENSG00000233324.1 EEF1A1P34 chr20 18782424 18783690 - -ENSG00000179935.9 LINC00652 chr20 18786065 18794335 - -ENSG00000273148.1 RP5-1068E13.7 chr20 18794529 18796067 + -ENSG00000149443.7 C20orf78 chr20 18809728 18830153 - -ENSG00000132631.5 SCP2D1 chr20 18813726 18814392 + -ENSG00000274863.1 RP11-97N19.3 chr20 19000709 19056796 - -ENSG00000264669.1 AL136090.1 chr20 19125785 19125907 + -ENSG00000185052.11 SLC24A3 chr20 19212646 19722937 + -ENSG00000235996.1 RP11-97N19.2 chr20 19212852 19213477 - -ENSG00000179447.2 RP5-1027G4.3 chr20 19242302 19284596 - -ENSG00000216017.2 AL139429.1 chr20 19590097 19590187 - -ENSG00000232675.7 RP4-718D20.3 chr20 19693209 19697576 - -ENSG00000239120.1 AL121761.1 chr20 19734816 19734909 - -ENSG00000268628.2 RP1-122P22.4 chr20 19756390 19758037 - -ENSG00000233895.1 RP1-122P22.2 chr20 19757708 19809675 + -ENSG00000236992.2 RPL12L3 chr20 19823443 19823943 - -ENSG00000275142.1 RP5-999L4.2 chr20 19871891 19872284 + -ENSG00000132669.12 RIN2 chr20 19886521 20002457 + -ENSG00000173418.11 NAA20 chr20 20017116 20033655 + -ENSG00000101343.14 CRNKL1 chr20 20034368 20056046 - -ENSG00000089101.17 CFAP61 chr20 20052514 20360702 + -ENSG00000241054.1 RP5-1002M8.4 chr20 20094401 20095684 - -ENSG00000225417.1 RP5-1178H5.2 chr20 20214299 20215262 - -ENSG00000229500.1 RPL17P1 chr20 20253303 20253838 - -ENSG00000243810.1 RP5-1096J16.1 chr20 20258407 20267809 - -ENSG00000264879.2 RN7SL690P chr20 20316755 20316994 + -ENSG00000280229.1 RP11-470C13.4 chr20 20363691 20365657 + -ENSG00000173404.4 INSM1 chr20 20368121 20370949 + -ENSG00000188559.13 RALGAPA2 chr20 20389552 20712488 - -ENSG00000213384.2 EIF4E2P1 chr20 20659710 20659964 + -ENSG00000270793.1 LLPHP1 chr20 20721187 20721879 + -ENSG00000278525.1 RN7SL607P chr20 20738433 20738731 - -ENSG00000225803.1 MRPS11P1 chr20 20854121 20854642 - -ENSG00000234104.1 RP5-1177M21.1 chr20 20970448 20972562 + -ENSG00000225127.2 LINC00237 chr20 21087604 21106358 - -ENSG00000235065.1 RPL24P2 chr20 21114723 21115197 + -ENSG00000088970.15 KIZ chr20 21125983 21246622 + -ENSG00000199509.1 RNA5SP477 chr20 21138956 21139074 - -ENSG00000228604.3 RP5-872K7.7 chr20 21148741 21162890 - -ENSG00000232712.6 KIZ-AS1 chr20 21154023 21218289 - -ENSG00000214535.3 RPS15AP1 chr20 21166206 21166596 - -ENSG00000226875.1 ZNF877P chr20 21265854 21266465 + -ENSG00000275457.1 RP1-198K11.5 chr20 21302731 21303704 - -ENSG00000088930.7 XRN2 chr20 21303304 21389827 + -ENSG00000125816.4 NKX2-4 chr20 21395367 21398028 - -ENSG00000225280.6 RP11-227D2.3 chr20 21397818 21400391 + -ENSG00000223128.1 RN7SKP140 chr20 21424758 21425041 - -ENSG00000226405.1 RP5-984P4.1 chr20 21488244 21488625 - -ENSG00000278041.1 RP5-984P4.6 chr20 21499261 21502934 - -ENSG00000227693.1 GSTM3P1 chr20 21501395 21501968 + -ENSG00000125820.5 NKX2-2 chr20 21511010 21514026 - -ENSG00000258197.1 NKX2-2-AS1 chr20 21511447 21512309 + -ENSG00000233492.1 RP5-984P4.4 chr20 21530202 21530744 + -ENSG00000279082.3 RP1-167O22.1 chr20 21569976 21619674 + -ENSG00000280350.1 RP5-1065O2.4 chr20 21610787 21703585 - -ENSG00000278410.1 Nkx2-2as chr20 21614978 21615435 + -ENSG00000125813.13 PAX1 chr20 21705659 21718486 + -ENSG00000233015.1 SLC25A6P1 chr20 21742303 21743077 - -ENSG00000227063.5 RPL41P1 chr20 21755270 21755350 + -ENSG00000238034.1 RP5-1185K9.1 chr20 21947647 21970783 + -ENSG00000234435.2 LINC01432 chr20 22054090 22074654 + -ENSG00000234862.1 RP5-1097P24.1 chr20 22220554 22223283 + -ENSG00000225170.2 RP5-828K20.1 chr20 22272052 22273454 - -ENSG00000225321.1 LINC01427 chr20 22280228 22282672 - -ENSG00000270838.1 RP5-1004I9.2 chr20 22343693 22343930 - -ENSG00000204684.2 RP5-1004I9.1 chr20 22400351 22420643 - -ENSG00000259974.2 LINC00261 chr20 22547671 22578642 - -ENSG00000125798.14 FOXA2 chr20 22581005 22585455 - -ENSG00000237396.1 LINC01384 chr20 22587522 22607517 - -ENSG00000230400.1 RP11-359G22.2 chr20 22676072 22685344 - -ENSG00000215553.3 KRT18P3 chr20 22732802 22734089 - -ENSG00000265151.1 AL158175.1 chr20 22733210 22733301 - -ENSG00000213882.2 CYB5P4 chr20 22885670 22886068 - -ENSG00000228935.1 RP11-189G24.2 chr20 22960534 22966063 - -ENSG00000230492.1 RP4-753D10.5 chr20 23010209 23030785 - -ENSG00000234646.5 RP4-753D10.3 chr20 23031542 23039236 + -ENSG00000132671.5 SSTR4 chr20 23035386 23036812 + -ENSG00000178726.6 THBD chr20 23045633 23049741 - -ENSG00000279447.1 RP4-737E23.6 chr20 23071547 23072722 - -ENSG00000125810.9 CD93 chr20 23079349 23086340 - -ENSG00000233746.1 LINC00656 chr20 23125068 23132621 - -ENSG00000279164.1 RP4-737E23.5 chr20 23148086 23149939 + -ENSG00000201527.1 RNA5SP478 chr20 23160857 23160971 - -ENSG00000275179.1 RP4-737E23.7 chr20 23180176 23187544 + -ENSG00000230387.2 RP4-737E23.2 chr20 23187961 23190307 + -ENSG00000277901.1 RP5-851M4.1 chr20 23320958 23325352 - -ENSG00000234832.1 RP3-322G13.7 chr20 23346941 23351486 - -ENSG00000132661.3 NXT1 chr20 23350736 23354777 + -ENSG00000232645.5 LINC01431 chr20 23356594 23358116 - -ENSG00000125812.15 GZF1 chr20 23362182 23373063 + -ENSG00000125814.17 NAPB chr20 23374519 23421519 - -ENSG00000201728.1 RNA5SP479 chr20 23380896 23381012 - -ENSG00000125823.12 CSTL1 chr20 23439685 23444930 + -ENSG00000125831.9 CST11 chr20 23450403 23452857 - -ENSG00000200208.1 Y_RNA chr20 23457584 23457685 - -ENSG00000273838.1 RP3-333B15.5 chr20 23458529 23459459 + -ENSG00000226344.1 CST12P chr20 23475700 23479798 + -ENSG00000260202.2 RP3-333B15.4 chr20 23481645 23519054 - -ENSG00000276638.1 RP3-333B15.6 chr20 23489416 23489973 - -ENSG00000125815.8 CST8 chr20 23491101 23496018 + -ENSG00000204663.9 CST13P chr20 23519146 23542018 + -ENSG00000204662.2 CST9LP1 chr20 23547764 23550652 - -ENSG00000101435.4 CST9L chr20 23564732 23568749 - -ENSG00000204658.5 CST9LP2 chr20 23583645 23586510 + -ENSG00000173335.4 CST9 chr20 23602410 23605876 - -ENSG00000101439.8 CST3 chr20 23626706 23638473 - -ENSG00000270001.1 RP11-218C14.8 chr20 23631826 23632316 - -ENSG00000225056.1 RP11-218C14.5 chr20 23655225 23656390 - -ENSG00000101441.4 CST4 chr20 23685640 23689040 - -ENSG00000232595.1 CST2P1 chr20 23711320 23711406 - -ENSG00000170373.8 CST1 chr20 23747553 23751268 - -ENSG00000277975.1 CSTP2 chr20 23772785 23776169 - -ENSG00000230908.1 XXyac-YX60D10.1 chr20 23798141 23805663 + -ENSG00000170369.3 CST2 chr20 23823769 23826731 - -ENSG00000170367.4 CST5 chr20 23875935 23879750 - -ENSG00000228476.1 CSTP1 chr20 23918771 23922169 - -ENSG00000236168.1 RP5-831C21.1 chr20 23980585 23980734 - -ENSG00000149435.12 GGTLC1 chr20 23985050 23988779 - -ENSG00000167390.8 POM121L3P chr20 23989292 23990454 + -ENSG00000236151.1 RP5-1100I6.1 chr20 24142590 24144386 - -ENSG00000230133.1 FLJ33581 chr20 24199767 24224588 + -ENSG00000200231.1 RNU1-23P chr20 24237255 24237398 + -ENSG00000232200.2 RP4-564O4.1 chr20 24297585 24318086 - -ENSG00000234069.1 GAPDHP53 chr20 24445391 24446314 + -ENSG00000101463.5 SYNDIG1 chr20 24469199 24666616 + -ENSG00000228539.1 RP11-526K17.2 chr20 24491472 24502345 - -ENSG00000231015.1 RP5-860P4.2 chr20 24679547 24680991 + -ENSG00000274173.1 RP4-568C11.4 chr20 24931840 24932983 + -ENSG00000077984.5 CST7 chr20 24949230 24959928 + -ENSG00000101474.11 APMAP chr20 24962925 24992979 - -ENSG00000207355.1 RNU6-1257P chr20 24974171 24974280 + -ENSG00000154930.14 ACSS1 chr20 25006230 25058980 - -ENSG00000275358.1 RP5-1025A1.3 chr20 25062962 25063591 - -ENSG00000100987.14 VSX1 chr20 25070885 25082365 - -ENSG00000225069.3 RP5-1025A1.2 chr20 25099105 25099928 + -ENSG00000230725.5 RP4-738P15.1 chr20 25140789 25149258 - -ENSG00000225344.1 RP4-738P15.4 chr20 25161167 25162061 - -ENSG00000197586.12 ENTPD6 chr20 25195693 25226729 + -ENSG00000202414.1 Y_RNA chr20 25214698 25214798 + -ENSG00000279322.1 RP4-738P15.6 chr20 25226448 25226735 - -ENSG00000277938.1 RP5-965G21.3 chr20 25229150 25231933 + -ENSG00000274414.1 RP5-965G21.4 chr20 25239007 25245229 - -ENSG00000100994.11 PYGB chr20 25248069 25298014 + -ENSG00000274507.1 RP5-965G21.5 chr20 25251008 25251304 - -ENSG00000276952.1 RP5-965G21.6 chr20 25284915 25285588 - -ENSG00000100997.18 ABHD12 chr20 25294743 25390983 - -ENSG00000227379.2 PPIAP2 chr20 25368275 25368766 - -ENSG00000101003.9 GINS1 chr20 25407727 25452628 + -ENSG00000101004.14 NINL chr20 25452705 25585517 - -ENSG00000251883.1 RNU6ATAC17P chr20 25611153 25611223 + -ENSG00000170191.4 NANP chr20 25612935 25624175 - -ENSG00000213742.6 ZNF337-AS1 chr20 25624045 25678074 + -ENSG00000242236.2 RN7SL594P chr20 25654595 25654881 - -ENSG00000236542.1 MED28P7 chr20 25669857 25670386 - -ENSG00000130684.13 ZNF337 chr20 25674215 25696841 - -ENSG00000278383.1 RP4-694B14.8 chr20 25680781 25681246 + -ENSG00000230772.1 VN1R108P chr20 25734264 25735093 + -ENSG00000226465.1 RP13-401N8.1 chr20 25751218 25752761 + -ENSG00000175170.14 FAM182B chr20 25763466 25868225 - -ENSG00000275048.1 BSNDP1 chr20 25783553 25783919 + -ENSG00000250090.1 RP13-401N8.3 chr20 25835985 25836832 - -ENSG00000274973.1 BSNDP2 chr20 25845497 25845862 + -ENSG00000228593.1 CFTRP1 chr20 25919499 25919681 - -ENSG00000226203.1 RP4-760C5.5 chr20 25955812 25969288 + -ENSG00000231081.1 RP4-760C5.3 chr20 26008791 26010531 - -ENSG00000204556.4 CTD-2514C3.1 chr20 26018832 26020684 + -ENSG00000125804.13 FAM182A chr20 26054655 26086917 + -ENSG00000277508.1 BSNDP3 chr20 26071988 26072351 - -ENSG00000240108.1 NCOR1P1 chr20 26103416 26114028 - -ENSG00000230440.1 RP13-329D4.3 chr20 26132887 26134198 - -ENSG00000227195.8 MIR663AHG chr20 26186920 26251526 - -ENSG00000238129.5 RP3-410C9.2 chr20 26188408 26196891 + -ENSG00000273684.1 MIR663A chr20 26208186 26208278 - -ENSG00000204555.2 CFTRP3 chr20 30214798 30214976 - -ENSG00000205611.3 LINC01597 chr20 30278906 30286537 - -ENSG00000225490.1 RP4-610C12.3 chr20 30286961 30288311 - -ENSG00000200325.1 Y_RNA chr20 30309015 30309126 - -ENSG00000231934.1 LINC01598 chr20 30323812 30361730 - -ENSG00000149531.14 FRG1B chr20 30377181 30399334 + -ENSG00000221319.1 AL441988.1 chr20 30402486 30402624 + -ENSG00000238151.1 MLLT10P1 chr20 30403123 30403384 - -ENSG00000275877.1 5_8S_rRNA chr20 30484925 30485076 - -ENSG00000276990.1 AC018688.1 chr20 30488745 30488859 - -ENSG00000275707.2 AC092107.1 chr20 30626926 30627002 + -ENSG00000277112.2 RP11-755J8.1 chr20 30681825 30723932 - -ENSG00000274385.1 U6 chr20 30713240 30713346 - -ENSG00000275305.1 5S_rRNA chr20 30816156 30816274 - -ENSG00000276939.1 AC104301.1 chr20 30842322 30842404 + -ENSG00000277204.1 AC104301.2 chr20 30901749 30901821 - -ENSG00000215547.1 DEFB115 chr20 31257664 31259632 + -ENSG00000215546.2 DKKL1P1 chr20 31274170 31274867 + -ENSG00000224628.2 RP5-854E16.2 chr20 31285317 31286835 - -ENSG00000215545.1 DEFB116 chr20 31303212 31308585 - -ENSG00000237929.1 RPL31P3 chr20 31311303 31311962 - -ENSG00000236121.1 HAUS6P2 chr20 31341371 31344471 - -ENSG00000252649.1 RNA5SP480 chr20 31356870 31356978 + -ENSG00000212717.3 DEFB117 chr20 31360790 31360930 + -ENSG00000131068.3 DEFB118 chr20 31368618 31373923 + -ENSG00000212134.1 SNORA40 chr20 31376319 31376446 + -ENSG00000180483.6 DEFB119 chr20 31377164 31390603 - -ENSG00000204548.3 DEFB121 chr20 31404845 31412838 - -ENSG00000204547.7 DEFB122 chr20 31421436 31429180 - -ENSG00000180424.6 DEFB123 chr20 31440519 31450257 + -ENSG00000180383.3 DEFB124 chr20 31465506 31476757 - -ENSG00000088320.3 REM1 chr20 31475293 31484905 + -ENSG00000233354.1 LINC00028 chr20 31485778 31487574 + -ENSG00000101294.16 HM13 chr20 31514428 31577923 + -ENSG00000274364.1 RP3-324O17.7 chr20 31535263 31535626 + -ENSG00000101898.5 MCTS2P chr20 31547504 31548049 + -ENSG00000235313.1 HM13-IT1 chr20 31563166 31564076 + -ENSG00000230613.1 HM13-AS1 chr20 31567707 31573263 - -ENSG00000278276.1 RP3-324O17.8 chr20 31580890 31581214 + -ENSG00000201770.1 RNU6-384P chr20 31581089 31581192 + -ENSG00000125968.8 ID1 chr20 31605283 31606515 + -ENSG00000264395.1 MIR3193 chr20 31607186 31607240 + -ENSG00000131055.4 COX4I2 chr20 31637888 31645006 + -ENSG00000171552.12 BCL2L1 chr20 31664452 31723989 - -ENSG00000236559.1 RP11-243J16.7 chr20 31686216 31716825 + -ENSG00000281376.1 ABALON chr20 31721507 31723409 + -ENSG00000088325.15 TPX2 chr20 31739271 31801805 + -ENSG00000230801.1 RP11-243J16.8 chr20 31808503 31808749 - -ENSG00000101306.10 MYLK2 chr20 31819308 31834689 + -ENSG00000179772.7 FOXS1 chr20 31844301 31845619 - -ENSG00000149599.15 DUSP15 chr20 31847637 31870747 - -ENSG00000131044.16 TTLL9 chr20 31870702 31944963 + -ENSG00000199497.1 RNU1-94P chr20 31901254 31901426 + -ENSG00000088356.5 PDRG1 chr20 31944342 31952092 - -ENSG00000260903.2 XKR7 chr20 31968002 32003387 + -ENSG00000278012.1 RP1-310O13.13 chr20 31970181 31970831 + -ENSG00000252623.1 RNA5SP481 chr20 32008351 32008472 + -ENSG00000101331.15 CCM2L chr20 32010450 32032180 + -ENSG00000226239.1 RP1-310O13.7 chr20 32027753 32031575 - -ENSG00000212571.1 RNA5SP482 chr20 32050588 32050705 + -ENSG00000101336.12 HCK chr20 32052188 32101856 + -ENSG00000101337.15 TM9SF4 chr20 32109506 32167258 + -ENSG00000275576.1 RP5-836N17.4 chr20 32116171 32116629 + -ENSG00000265736.1 AL049539.1 chr20 32118654 32118751 - -ENSG00000224452.1 RSL24D1P6 chr20 32170390 32170790 - -ENSG00000235217.6 TSPY26P chr20 32186477 32190527 - -ENSG00000126003.6 PLAGL2 chr20 32192503 32207791 - -ENSG00000101346.11 POFUT1 chr20 32207880 32238667 + -ENSG00000221667.1 MIR1825 chr20 32237795 32237847 + -ENSG00000101350.7 KIF3B chr20 32277664 32335011 + -ENSG00000264308.1 AL121897.1 chr20 32277700 32277788 - -ENSG00000277692.1 RP11-358N2.2 chr20 32355053 32355734 + -ENSG00000171456.16 ASXL1 chr20 32358344 32439319 + -ENSG00000197183.12 NOL4L chr20 32443059 32585074 - -ENSG00000236772.1 RP5-1184F4.5 chr20 32449755 32453607 + -ENSG00000277301.1 RP5-1184F4.7 chr20 32509959 32520285 + -ENSG00000233293.1 RP11-410N8.3 chr20 32561093 32573888 + -ENSG00000204393.7 RP11-410N8.4 chr20 32564992 32608893 + -ENSG00000228156.1 RP11-410N8.1 chr20 32581963 32593900 + -ENSG00000198547.8 C20orf203 chr20 32631652 32673941 - -ENSG00000175730.8 BAK1P1 chr20 32690180 32690815 - -ENSG00000149600.11 COMMD7 chr20 32702691 32743997 - -ENSG00000088305.18 DNMT3B chr20 32762385 32809356 + -ENSG00000101367.8 MAPRE1 chr20 32819893 32850405 + -ENSG00000260536.1 RP5-1085F17.4 chr20 32843128 32854257 - -ENSG00000260257.2 RP5-1085F17.3 chr20 32856621 32858751 + -ENSG00000215529.12 EFCAB8 chr20 32858923 32961609 + -ENSG00000167098.11 SUN5 chr20 32983773 33004433 - -ENSG00000078898.6 BPIFB2 chr20 33007600 33023709 + -ENSG00000167104.11 BPIFB6 chr20 33031648 33044047 + -ENSG00000214245.3 HDHD1P3 chr20 33047517 33048152 - -ENSG00000186190.7 BPIFB3 chr20 33055424 33073628 + -ENSG00000263856.1 AL121756.1 chr20 33057588 33057670 - -ENSG00000186191.7 BPIFB4 chr20 33079644 33111751 + -ENSG00000131050.10 BPIFA2 chr20 33161768 33181412 + -ENSG00000237662.1 SOCS2P1 chr20 33187391 33188292 + -ENSG00000183566.10 BPIFA4P chr20 33193585 33210462 + -ENSG00000224876.1 RP11-49G10.3 chr20 33214920 33217067 - -ENSG00000131059.11 BPIFA3 chr20 33217310 33227758 + -ENSG00000198183.11 BPIFA1 chr20 33235995 33243311 + -ENSG00000233106.1 RPL12P3 chr20 33272262 33272657 - -ENSG00000125999.10 BPIFB1 chr20 33273480 33309878 + -ENSG00000233146.1 BPIFB5P chr20 33316869 33329969 + -ENSG00000125997.5 BPIFB9P chr20 33347720 33354444 + -ENSG00000101391.20 CDK5RAP1 chr20 33358839 33401561 - -ENSG00000101400.5 SNTA1 chr20 33407955 33443892 - -ENSG00000078699.21 CBFA2T2 chr20 33490075 33650036 + -ENSG00000275223.1 RP1-63M2.7 chr20 33655701 33656423 - -ENSG00000125967.16 NECAB3 chr20 33657087 33674463 - -ENSG00000149609.5 C20orf144 chr20 33662284 33665619 + -ENSG00000182584.4 ACTL10 chr20 33666498 33668525 + -ENSG00000271803.1 RP1-63M2.5 chr20 33674517 33675380 + -ENSG00000101412.12 E2F1 chr20 33675683 33686404 - -ENSG00000101417.11 PXMP4 chr20 33702754 33720319 - -ENSG00000229188.2 RP4-553F4.2 chr20 33728931 33731828 - -ENSG00000131061.13 ZNF341 chr20 33731657 33792269 + -ENSG00000230837.1 RPL31P2 chr20 33752167 33752543 - -ENSG00000230753.5 ZNF341-AS1 chr20 33787373 33811097 - -ENSG00000101421.3 CHMP4B chr20 33811304 33854366 + -ENSG00000214200.2 TPM3P2 chr20 33912323 33913336 - -ENSG00000228958.1 PIGPP3 chr20 33965162 33965576 + -ENSG00000228265.5 RALY-AS1 chr20 33983052 33994357 - -ENSG00000276073.1 RP5-1125A11.7 chr20 33985617 33988989 - -ENSG00000275784.1 RP5-1125A11.6 chr20 33989480 33991818 - -ENSG00000125970.11 RALY chr20 33993646 34108308 + -ENSG00000228386.2 RP5-1125A11.4 chr20 34014969 34017749 - -ENSG00000264616.1 MIR4755 chr20 34049119 34049190 + -ENSG00000125977.6 EIF2S2 chr20 34088298 34112332 - -ENSG00000225246.1 RPS2P1 chr20 34122470 34123290 + -ENSG00000101440.9 ASIP chr20 34194569 34269344 + -ENSG00000214185.3 XPOTP1 chr20 34213495 34215892 - -ENSG00000250917.1 RP4-785G19.5 chr20 34234840 34281173 - -ENSG00000236456.1 RP4-785G19.2 chr20 34245953 34246537 - -ENSG00000101444.12 AHCY chr20 34280268 34311802 - -ENSG00000272945.1 CTD-3216D2.5 chr20 34281632 34286466 - -ENSG00000234087.1 CTD-3216D2.4 chr20 34347671 34347785 - -ENSG00000078747.12 ITCH chr20 34363235 34511393 + -ENSG00000201498.1 Y_RNA chr20 34384165 34384265 - -ENSG00000234933.1 CDC42P1 chr20 34402149 34402696 - -ENSG00000236388.1 ITCH-AS1 chr20 34441592 34442025 - -ENSG00000231795.1 ITCH-IT1 chr20 34450930 34454552 + -ENSG00000207997.1 MIR644A chr20 34466325 34466418 + -ENSG00000181741.7 FDX1P1 chr20 34475924 34476474 - -ENSG00000277558.1 RP3-468O1.6 chr20 34476205 34476787 + -ENSG00000125971.16 DYNLRB1 chr20 34516409 34540958 + -ENSG00000206582.1 Y_RNA chr20 34526510 34526606 - -ENSG00000101460.12 MAP1LC3A chr20 34546854 34560345 + -ENSG00000101464.10 PIGU chr20 34560542 34698790 - -ENSG00000273561.1 AL118520.1 chr20 34654122 34654214 - -ENSG00000231034.1 RP11-346K17.3 chr20 34688688 34688978 + -ENSG00000198646.13 NCOA6 chr20 34689097 34825649 - -ENSG00000078804.12 TP53INP2 chr20 34704290 34713439 + -ENSG00000225336.2 HMGB3P1 chr20 34833575 34834462 - -ENSG00000131067.16 GGT7 chr20 34844720 34872860 - -ENSG00000131069.19 ACSS2 chr20 34872146 34927962 + -ENSG00000100983.9 GSS chr20 34928430 34955817 - -ENSG00000078814.15 MYH7B chr20 34975403 35002437 + -ENSG00000207635.1 MIR499A chr20 34990376 34990497 + -ENSG00000100991.11 TRPC4AP chr20 35002404 35092871 - -ENSG00000202150.1 RNU6-407P chr20 35030317 35030420 - -ENSG00000088298.12 EDEM2 chr20 35115357 35147364 - -ENSG00000201151.1 SNORD56 chr20 35117136 35117207 - -ENSG00000101000.4 PROCR chr20 35172073 35177362 + -ENSG00000278367.1 RP11-42O4.2 chr20 35174355 35174919 - -ENSG00000200301.1 RNA5SP483 chr20 35195306 35195423 + -ENSG00000269202.1 RP4-614O4.12 chr20 35201747 35203288 - -ENSG00000264888.1 AL121753.1 chr20 35214589 35214689 + -ENSG00000126005.15 MMP24-AS1 chr20 35216462 35278131 - -ENSG00000229230.3 MT1P3 chr20 35218009 35218185 + -ENSG00000125966.9 MMP24 chr20 35226654 35277000 + -ENSG00000279253.1 RP4-614O4.13 chr20 35262727 35264187 - -ENSG00000261582.1 RP4-614O4.11 chr20 35267885 35280043 - -ENSG00000242372.6 EIF6 chr20 35278907 35284985 - -ENSG00000235214.1 FAM83C-AS1 chr20 35285251 35285756 + -ENSG00000125998.7 FAM83C chr20 35285731 35292401 - -ENSG00000101019.21 UQCC1 chr20 35302566 35412141 - -ENSG00000204183.1 GDF5OS chr20 35433029 35435450 + -ENSG00000125965.8 GDF5 chr20 35433347 35454746 - -ENSG00000221763.1 MIR1289-1 chr20 35453954 35454097 - -ENSG00000126001.15 CEP250 chr20 35455164 35519280 + -ENSG00000230155.6 RP3-477O4.14 chr20 35476203 35490982 - -ENSG00000242507.6 RP3-477O4.5 chr20 35520852 35528255 - -ENSG00000125975.13 C20orf173 chr20 35523186 35529652 - -ENSG00000125991.18 ERGIC3 chr20 35542021 35557634 + -ENSG00000224497.1 RPL36P4 chr20 35544430 35544747 - -ENSG00000088340.15 FER1L4 chr20 35558737 35607562 - -ENSG00000227401.1 RPL37P1 chr20 35588324 35588607 + -ENSG00000061656.9 SPAG4 chr20 35615892 35621049 + -ENSG00000214078.11 CPNE1 chr20 35626031 35664956 - -ENSG00000272897.5 RP1-309K20.6 chr20 35632340 35674544 - -ENSG00000222460.1 RN7SKP271 chr20 35643143 35643462 + -ENSG00000252549.1 RNU6-759P chr20 35647328 35647430 - -ENSG00000244462.7 RBM12 chr20 35648925 35664956 - -ENSG00000244005.12 NFS1 chr20 35668055 35699359 - -ENSG00000125995.15 ROMO1 chr20 35699272 35700984 + -ENSG00000131051.20 RBM39 chr20 35703609 35742312 - -ENSG00000225357.3 RPF2P1 chr20 35752814 35753719 + -ENSG00000025293.15 PHF20 chr20 35771974 35950381 + -ENSG00000234274.1 COX7BP2 chr20 35850674 35850915 - -ENSG00000199676.1 Y_RNA chr20 35853252 35853364 - -ENSG00000219608.3 HIGD1AP16 chr20 35878476 35878733 + -ENSG00000201221.1 RNU4-40P chr20 35887659 35887801 + -ENSG00000207053.1 RNU6-937P chr20 35928570 35928675 - -ENSG00000171222.10 SCAND1 chr20 35953617 35959472 - -ENSG00000149646.12 CNBD2 chr20 35954564 36030700 + -ENSG00000260032.1 LINC00657 chr20 36045622 36050960 - -ENSG00000277235.1 RP4-550H1.7 chr20 36064243 36064563 - -ENSG00000234139.2 RP4-550H1.4 chr20 36072441 36085260 + -ENSG00000231470.1 HMGB3P2 chr20 36076018 36076601 - -ENSG00000237063.1 RP4-550H1.5 chr20 36086252 36088192 - -ENSG00000088367.20 EPB41L1 chr20 36091504 36232799 + -ENSG00000232406.6 RP11-234K24.3 chr20 36148726 36155760 - -ENSG00000278035.1 RP11-234K24.6 chr20 36233851 36234297 + -ENSG00000131043.11 AAR2 chr20 36236459 36270918 + -ENSG00000281193.1 AL121895.1 chr20 36255716 36255820 + -ENSG00000080845.17 DLGAP4 chr20 36306336 36528637 + -ENSG00000232907.7 DLGAP4-AS1 chr20 36507702 36573391 - -ENSG00000101335.9 MYL9 chr20 36541484 36551447 + -ENSG00000273986.1 Metazoa_SRP chr20 36561237 36561530 - -ENSG00000118707.9 TGIF2 chr20 36573488 36593950 + -ENSG00000259399.1 TGIF2-C20orf24 chr20 36574553 36612384 + -ENSG00000101084.16 C20orf24 chr20 36605734 36612557 + -ENSG00000101082.13 SLA2 chr20 36612318 36646216 - -ENSG00000227688.2 HNRNPA3P2 chr20 36620403 36621423 + -ENSG00000101079.20 NDRG3 chr20 36651766 36746078 - -ENSG00000202255.1 Y_RNA chr20 36668559 36668670 - -ENSG00000265441.1 AL132768.1 chr20 36746056 36746130 + -ENSG00000149636.15 DSN1 chr20 36751791 36773818 - -ENSG00000149639.14 SOGA1 chr20 36777442 36863686 - -ENSG00000242509.3 RN7SL156P chr20 36870099 36870402 + -ENSG00000101342.9 TLDC2 chr20 36876121 36894235 + -ENSG00000101347.8 SAMHD1 chr20 36890229 36951843 - -ENSG00000080839.11 RBL1 chr20 36996349 37095995 - -ENSG00000231241.1 RPS3AP3 chr20 37021743 37021984 - -ENSG00000226144.2 RPS27AP3 chr20 37049254 37049707 + -ENSG00000269846.1 RP4-621N11.2 chr20 37095785 37097178 + -ENSG00000101353.14 MROH8 chr20 37101226 37179588 - -ENSG00000236159.1 RP3-343K2.4 chr20 37165774 37166312 - -ENSG00000118705.16 RPN2 chr20 37178410 37241623 + -ENSG00000118702.9 GHRH chr20 37251082 37261835 - -ENSG00000101363.12 MANBAL chr20 37289638 37317260 + -ENSG00000197122.11 SRC chr20 37344685 37406050 + -ENSG00000213979.3 RPL7AP14 chr20 37444733 37445534 - -ENSG00000166619.12 BLCAP chr20 37492472 37527931 - -ENSG00000053438.8 NNAT chr20 37521215 37523693 + -ENSG00000276603.1 RP11-425M5.7 chr20 37526642 37527060 - -ENSG00000235044.1 PPIAP3 chr20 37530039 37530543 + -ENSG00000274469.1 RP11-425M5.8 chr20 37571103 37583935 + -ENSG00000228234.1 GLRXP chr20 37602852 37603185 - -ENSG00000225759.1 LINC00489 chr20 37619298 37623119 - -ENSG00000204117.1 RP4-640H8.2 chr20 37676910 37683234 + -ENSG00000132792.18 CTNNBL1 chr20 37693955 37872129 + -ENSG00000132821.11 VSTM2L chr20 37903104 37945350 + -ENSG00000199683.1 RN7SKP185 chr20 37975156 37975481 - -ENSG00000101407.12 TTI1 chr20 37983007 38033468 - -ENSG00000101413.11 RPRD1B chr20 38033546 38127780 + -ENSG00000264767.2 RN7SL237P chr20 38098414 38098700 - -ENSG00000277550.1 RP5-1057B20.3 chr20 38103524 38104961 - -ENSG00000198959.11 TGM2 chr20 38127387 38166578 - -ENSG00000149633.11 KIAA1755 chr20 38210488 38260772 - -ENSG00000277829.1 RP5-1054A22.4 chr20 38233251 38233799 - -ENSG00000101425.12 BPI chr20 38260149 38337505 + -ENSG00000206249.3 CTD-2308N23.2 chr20 38288331 38326536 - -ENSG00000281466.1 AL391095.1 chr20 38339655 38339728 - -ENSG00000129988.5 LBP chr20 38346356 38377023 + -ENSG00000275285.1 RP4-564F22.6 chr20 38378825 38383179 + -ENSG00000224635.1 RP4-564F22.5 chr20 38406011 38416797 - -ENSG00000275401.1 RP4-564F22.7 chr20 38418483 38419202 - -ENSG00000196756.11 SNHG17 chr20 38420588 38435353 - -ENSG00000277034.1 SNORA71 chr20 38421647 38421774 - -ENSG00000235408.5 SNORA71B chr20 38425083 38425354 - -ENSG00000225091.3 SNORA71A chr20 38427309 38427442 - -ENSG00000201512.1 SNORA71C chr20 38429670 38429803 - -ENSG00000200354.1 SNORA71D chr20 38433865 38433998 - -ENSG00000201811.1 SNORA71 chr20 38442036 38442169 + -ENSG00000174365.19 SNHG11 chr20 38446578 38450921 + -ENSG00000274309.1 SNORA71E chr20 38448084 38448215 + -ENSG00000199266.1 SNORA60 chr20 38449370 38449503 + -ENSG00000170471.14 RALGAPB chr20 38472816 38578861 + -ENSG00000275453.1 AL049868.1 chr20 38516537 38516647 + -ENSG00000231307.1 RPS3P2 chr20 38537758 38538458 + -ENSG00000182035.11 ADIG chr20 38581195 38588463 + -ENSG00000281747.1 AL035419.1 chr20 38598316 38598383 + -ENSG00000124143.10 ARHGAP40 chr20 38601934 38651035 + -ENSG00000213959.2 RP5-1100H13.3 chr20 38614913 38615476 - -ENSG00000277965.1 Metazoa_SRP chr20 38711821 38712103 - -ENSG00000101438.3 SLC32A1 chr20 38724462 38729372 + -ENSG00000101442.9 ACTR5 chr20 38748442 38772520 + -ENSG00000199691.1 RN7SKP173 chr20 38761528 38761842 + -ENSG00000101445.9 PPP1R16B chr20 38805705 38923024 + -ENSG00000240474.3 RN7SL116P chr20 38872770 38873074 + -ENSG00000101447.13 FAM83D chr20 38926312 38953106 + -ENSG00000274825.1 RP4-616B8.5 chr20 38955910 38956547 + -ENSG00000261431.1 RP4-616B8.4 chr20 38961925 38962111 - -ENSG00000101452.14 DHX35 chr20 38962299 39039723 + -ENSG00000277581.1 RP4-616B8.6 chr20 38962472 38962993 + -ENSG00000223864.1 NPM1P19 chr20 38977711 38978422 - -ENSG00000230324.1 RP4-705O1.1 chr20 39213777 39224748 - -ENSG00000211534.2 AL121588.1 chr20 39271540 39271615 + -ENSG00000224357.1 ATG3P1 chr20 39329014 39329924 - -ENSG00000275337.1 RN7SL680P chr20 39349094 39349392 - -ENSG00000281574.1 Metazoa_SRP chr20 39352778 39353023 + -ENSG00000229976.1 RP5-1031J8.1 chr20 39785721 39813229 + -ENSG00000234878.1 HSPE1P1 chr20 39932922 39933239 - -ENSG00000237767.1 LINC01370 chr20 40004477 40008529 + -ENSG00000233415.1 RP11-101E14.3 chr20 40031585 40043889 + -ENSG00000281064.1 AL009050.1 chr20 40103219 40103357 - -ENSG00000223410.1 RP1-191L6.2 chr20 40121041 40126357 + -ENSG00000221201.2 AL049691.1 chr20 40372814 40372901 - -ENSG00000204103.3 MAFB chr20 40685848 40689240 - -ENSG00000229771.2 RP4-644L1.2 chr20 40696499 40698616 - -ENSG00000238908.1 RNA5SP484 chr20 40854119 40854229 - -ENSG00000222612.1 RNU2-52P chr20 41024205 41024394 + -ENSG00000198900.5 TOP1 chr20 41028818 41124487 + -ENSG00000226648.1 PLCG1-AS1 chr20 41098329 41138003 - -ENSG00000124181.14 PLCG1 chr20 41136960 41196801 + -ENSG00000276169.1 MIR6871 chr20 41169023 41169078 + -ENSG00000174306.21 ZHX3 chr20 41178448 41317672 - -ENSG00000272407.1 RP3-511B24.5 chr20 41196647 41196938 - -ENSG00000242748.1 RPL23AP81 chr20 41196691 41197157 + -ENSG00000263989.2 RN7SL615P chr20 41290280 41290577 - -ENSG00000235102.1 RP3-450M14.1 chr20 41331123 41331660 + -ENSG00000132793.11 LPIN3 chr20 41340920 41360582 + -ENSG00000183798.4 EMILIN3 chr20 41359966 41366827 - -ENSG00000229398.1 RP4-620E11.5 chr20 41382383 41383107 + -ENSG00000124177.14 CHD6 chr20 41402101 41618494 - -ENSG00000235088.1 RP4-620E11.4 chr20 41459354 41461944 - -ENSG00000273951.1 RP4-620E11.8 chr20 41485571 41486225 - -ENSG00000232493.2 RPL12P11 chr20 41547422 41547922 + -ENSG00000252386.1 RNU6-1018P chr20 41684986 41685091 - -ENSG00000212224.1 SNORA26 chr20 41712479 41712600 - -ENSG00000225458.1 RP5-1121H13.4 chr20 41991140 42063969 + -ENSG00000223651.1 RP5-1121H13.1 chr20 41997131 41999397 - -ENSG00000228959.1 RP5-1121H13.3 chr20 42014034 42015478 - -ENSG00000196090.12 PTPRT chr20 42072752 43189970 - -ENSG00000229892.1 RP4-730D4.1 chr20 42606694 42607559 + -ENSG00000229042.2 RP1-232N11.2 chr20 42685404 42688562 + -ENSG00000227599.1 RP4-753D4.2 chr20 42968743 42971492 + -ENSG00000223190.1 RN7SKP100 chr20 43063326 43063609 + -ENSG00000266136.2 AL117374.1 chr20 43073549 43073661 + -ENSG00000233508.2 RP1-269M15.3 chr20 43190101 43202599 + -ENSG00000240639.3 RN7SL666P chr20 43222206 43222509 + -ENSG00000226038.5 PPIAP21 chr20 43230760 43231260 + -ENSG00000252193.1 SCARNA15 chr20 43304555 43304679 + -ENSG00000281368.1 AL021395.1 chr20 43304608 43304680 + -ENSG00000237555.1 RP5-862K6.4 chr20 43388642 43389041 - -ENSG00000281663.1 AL031681.1 chr20 43400365 43400502 - -ENSG00000201021.1 RNU6-743P chr20 43405473 43405578 + -ENSG00000233711.1 EIF4EBP2P1 chr20 43423196 43423538 - -ENSG00000206998.1 Y_RNA chr20 43451159 43451260 - -ENSG00000124193.14 SRSF6 chr20 43457928 43464247 + -ENSG00000201372.1 RNU6-1251P chr20 43473013 43473119 + -ENSG00000185513.14 L3MBTL1 chr20 43507680 43550950 + -ENSG00000234271.1 RP1-138B7.4 chr20 43523261 43523572 - -ENSG00000277611.1 RP1-138B7.6 chr20 43540171 43569498 + -ENSG00000226143.1 RP1-138B7.5 chr20 43549389 43550949 - -ENSG00000101049.14 SGK2 chr20 43558968 43588237 + -ENSG00000101052.12 IFT52 chr20 43590931 43647296 + -ENSG00000215467.2 RPL27AP chr20 43652523 43653291 + -ENSG00000101057.15 MYBL2 chr20 43667019 43716496 + -ENSG00000124196.5 GTSF1L chr20 43726164 43726998 - -ENSG00000206801.1 RNU6-639P chr20 43796437 43796543 - -ENSG00000233277.1 RP5-1030M6.3 chr20 43894720 43895468 + -ENSG00000124191.17 TOX2 chr20 43914864 44069616 + -ENSG00000241229.3 RN7SL443P chr20 44007248 44007537 + -ENSG00000149596.6 JPH2 chr20 44111695 44187578 - -ENSG00000132823.10 OSER1 chr20 44196496 44210791 - -ENSG00000223891.5 OSER1-AS1 chr20 44210960 44226027 + -ENSG00000124194.15 GDAP1L1 chr20 44247099 44280917 + -ENSG00000197296.5 FITM2 chr20 44302838 44311169 - -ENSG00000101074.3 R3HDML chr20 44336986 44351235 + -ENSG00000201363.2 Y_RNA chr20 44344839 44344933 + -ENSG00000226812.2 RP5-881L22.5 chr20 44347552 44355185 - -ENSG00000101076.16 HNF4A chr20 44355700 44434596 + -ENSG00000229005.2 HNF4A-AS1 chr20 44372746 44395706 - -ENSG00000233376.1 RP5-881L22.6 chr20 44389624 44391537 - -ENSG00000266151.1 MIR3646 chr20 44408120 44408203 + -ENSG00000265893.1 AL132772.1 chr20 44425052 44425141 - -ENSG00000237907.1 LINC01430 chr20 44448777 44450092 - -ENSG00000168746.7 C20orf62 chr20 44451984 44465344 - -ENSG00000226243.1 RPL37AP1 chr20 44466564 44466842 - -ENSG00000124120.10 TTPAL chr20 44475886 44494603 + -ENSG00000132824.13 SERINC3 chr20 44496221 44522109 - -ENSG00000168734.13 PKIG chr20 44531785 44624247 + -ENSG00000196839.12 ADA chr20 44619522 44652233 - -ENSG00000132832.9 LINC01260 chr20 44656451 44696096 - -ENSG00000244558.5 KCNK15-AS1 chr20 44694892 44746021 - -ENSG00000064205.10 WISP2 chr20 44714844 44728509 + -ENSG00000124249.6 KCNK15 chr20 44745780 44752313 + -ENSG00000276223.1 RP4-781B1.5 chr20 44746642 44747201 + -ENSG00000101098.12 RIMS4 chr20 44751808 44810338 - -ENSG00000277708.1 PGBD4P2 chr20 44841925 44842539 - -ENSG00000166913.12 YWHAB chr20 44885676 44908532 + -ENSG00000101104.12 PABPC1L chr20 44910062 44959035 + -ENSG00000025772.7 TOMM34 chr20 44942130 44960486 - -ENSG00000227477.1 STK4-AS1 chr20 44963794 44966402 - -ENSG00000101109.11 STK4 chr20 44966474 45079959 + -ENSG00000252021.1 Y_RNA chr20 45004348 45004454 + -ENSG00000124134.8 KCNS1 chr20 45092310 45101112 - -ENSG00000175121.11 WFDC5 chr20 45109452 45115172 - -ENSG00000168703.5 WFDC12 chr20 45123425 45124465 - -ENSG00000124102.4 PI3 chr20 45174876 45176544 + -ENSG00000124233.11 SEMG1 chr20 45206997 45209772 + -ENSG00000124157.6 SEMG2 chr20 45221300 45224458 + -ENSG00000233352.1 RP1-300I2.3 chr20 45229817 45230191 + -ENSG00000243995.1 RP1-300I2.2 chr20 45230868 45233331 + -ENSG00000124107.5 SLPI chr20 45252239 45254564 - -ENSG00000124159.15 MATN4 chr20 45293445 45308529 - -ENSG00000124232.10 RBPJL chr20 45306851 45317824 + -ENSG00000124145.6 SDC4 chr20 45325288 45348424 - -ENSG00000275894.1 RP3-453C12.14 chr20 45345115 45345823 - -ENSG00000204070.9 SYS1 chr20 45361937 45376798 + -ENSG00000254806.5 SYS1-DBNDD2 chr20 45363200 45410610 + -ENSG00000124251.10 TP53TG5 chr20 45372563 45407889 - -ENSG00000232880.1 RP3-453C12.8 chr20 45388347 45388705 - -ENSG00000244274.7 DBNDD2 chr20 45406057 45410610 + -ENSG00000124155.16 PIGT chr20 45416077 45426244 + -ENSG00000273555.1 MIR6812 chr20 45425510 45425573 + -ENSG00000277022.1 RP3-453C12.15 chr20 45435272 45448325 - -ENSG00000269549.2 RP3-461P17.10 chr20 45445431 45448580 + -ENSG00000101443.17 WFDC2 chr20 45469706 45481532 + -ENSG00000237464.1 RP3-461P17.9 chr20 45487613 45490248 + -ENSG00000237068.1 RPL5P2 chr20 45490818 45491671 - -ENSG00000101446.7 SPINT3 chr20 45512461 45515624 - -ENSG00000243543.8 WFDC6 chr20 45534196 45539495 - -ENSG00000232135.1 RP3-461P17.6 chr20 45536796 45537014 - -ENSG00000249139.1 EPPIN-WFDC6 chr20 45536986 45547426 - -ENSG00000229900.1 HSPD1P21 chr20 45539983 45540227 - -ENSG00000101448.13 EPPIN chr20 45540626 45547752 - -ENSG00000158901.11 WFDC8 chr20 45551153 45579326 - -ENSG00000201923.1 RNA5SP485 chr20 45559758 45559876 - -ENSG00000230860.1 CCNB1IP1P2 chr20 45567990 45568807 - -ENSG00000180205.3 WFDC9 chr20 45607939 45631268 - -ENSG00000180305.4 WFDC10A chr20 45629526 45631196 + -ENSG00000235508.3 RPS2P7 chr20 45640486 45641370 - -ENSG00000180083.10 WFDC11 chr20 45648563 45670270 - -ENSG00000182931.9 WFDC10B chr20 45684653 45705019 - -ENSG00000168634.4 WFDC13 chr20 45702016 45708817 + -ENSG00000266071.1 MIR3617 chr20 45705102 45705180 - -ENSG00000149651.3 SPINT4 chr20 45722351 45725830 + -ENSG00000226188.2 HNRNPA1P3 chr20 45745737 45746287 - -ENSG00000124116.18 WFDC3 chr20 45747944 45791932 - -ENSG00000168630.3 SPINT5P chr20 45749920 45750074 + -ENSG00000221046.1 RNU6ATAC38P chr20 45778698 45778823 + -ENSG00000101457.12 DNTTIP1 chr20 45791937 45811427 + -ENSG00000175063.16 UBE2C chr20 45812576 45816957 + -ENSG00000101470.9 TNNC2 chr20 45823214 45833745 - -ENSG00000124104.18 SNX21 chr20 45833810 45843275 + -ENSG00000101473.16 ACOT8 chr20 45841721 45857406 - -ENSG00000277051.1 Metazoa_SRP chr20 45847630 45847940 - -ENSG00000132801.6 ZSWIM3 chr20 45857617 45879122 + -ENSG00000168612.4 ZSWIM1 chr20 45881227 45885266 + -ENSG00000149634.4 SPATA25 chr20 45886489 45887635 - -ENSG00000124257.6 NEURL2 chr20 45888625 45891287 - -ENSG00000064601.16 CTSA chr20 45890144 45898820 + -ENSG00000271984.1 RP3-337O18.9 chr20 45892694 45893419 - -ENSG00000100979.14 PLTP chr20 45898621 45912155 - -ENSG00000100982.11 PCIF1 chr20 45934628 45948023 + -ENSG00000198026.7 ZNF335 chr20 45948653 45972172 - -ENSG00000235525.1 FTLP1 chr20 45975249 45976075 - -ENSG00000100985.7 MMP9 chr20 46008908 46016561 + -ENSG00000204044.6 RP11-465L10.10 chr20 46013500 46022073 - -ENSG00000124140.12 SLC12A5 chr20 46021690 46060152 + -ENSG00000124160.11 NCOA5 chr20 46060985 46089952 - -ENSG00000213820.3 RPL13P2 chr20 46099518 46100176 + -ENSG00000101017.13 CD40 chr20 46118272 46129863 + -ENSG00000229957.1 RP5-998H6.2 chr20 46168404 46171237 - -ENSG00000149654.9 CDH22 chr20 46173733 46308498 - -ENSG00000080189.14 SLC35C2 chr20 46345980 46364458 - -ENSG00000273828.1 RP11-394O2.3 chr20 46364551 46390885 + -ENSG00000062598.17 ELMO2 chr20 46366049 46432985 - -ENSG00000215452.3 ZNF663P chr20 46414228 46459276 - -ENSG00000225849.1 RP5-981L23.2 chr20 46463902 46465124 - -ENSG00000184617.10 ZNF840P chr20 46484461 46492640 + -ENSG00000198185.11 ZNF334 chr20 46499630 46513559 - -ENSG00000149635.2 OCSTAMP chr20 46540946 46550574 - -ENSG00000158296.13 SLC13A3 chr20 46557823 46684467 - -ENSG00000273893.1 RP1-101A2.1 chr20 46681676 46682375 - -ENSG00000172315.5 TP53RK chr20 46684365 46689779 - -ENSG00000271784.1 RP1-28H20.3 chr20 46689659 46690289 + -ENSG00000197496.5 SLC2A10 chr20 46709487 46736347 + -ENSG00000222874.1 RN7SKP33 chr20 46859333 46859672 + -ENSG00000235922.1 RP11-323C15.1 chr20 46863563 46864104 - -ENSG00000064655.18 EYA2 chr20 46894624 47188844 + -ENSG00000236028.1 RP11-323C15.2 chr20 46901143 46901726 - -ENSG00000226769.1 GAPDHP54 chr20 46997596 46998488 + -ENSG00000239783.1 RP5-1050K3.3 chr20 47071865 47072236 + -ENSG00000215450.2 RP5-890O15.3 chr20 47160838 47161700 - -ENSG00000264901.1 MIR3616 chr20 47166967 47167058 + -ENSG00000101040.19 ZMYND8 chr20 47209214 47356889 - -ENSG00000267882.2 RP4-569M23.5 chr20 47318502 47320754 + -ENSG00000273451.1 RP4-569M23.4 chr20 47348137 47349142 - -ENSG00000231119.2 RP4-569M23.2 chr20 47352561 47354633 + -ENSG00000224565.1 RP1-148H17.1 chr20 47391929 47412327 - -ENSG00000234075.1 RPL35AP chr20 47478214 47479010 - -ENSG00000202186.1 RNU6-497P chr20 47484278 47484381 - -ENSG00000201742.1 RNU6-563P chr20 47492978 47493085 - -ENSG00000124151.18 NCOA3 chr20 47501902 47656877 + -ENSG00000221294.1 AL021394.1 chr20 47570935 47571015 + -ENSG00000229853.1 RP5-1049G16.4 chr20 47630266 47631438 - -ENSG00000280970.1 AL034418.1 chr20 47651067 47651156 + -ENSG00000196562.14 SULF2 chr20 47656348 47786616 - -ENSG00000255438.2 CTD-2653D5.1 chr20 47677901 47686297 + -ENSG00000238950.1 RNU7-173P chr20 47826969 47827044 - -ENSG00000215448.3 SRMP1 chr20 47859788 47860672 + -ENSG00000251770.1 RNA5SP486 chr20 47873191 47873273 + -ENSG00000238785.1 RNU7-92P chr20 47904348 47904423 + -ENSG00000234967.1 RP11-347D21.1 chr20 47950799 47952055 + -ENSG00000228503.1 RP11-347D21.2 chr20 47958022 47958603 + -ENSG00000237423.1 LINC01522 chr20 47980488 47988744 - -ENSG00000229522.1 LINC01523 chr20 47983404 47984313 + -ENSG00000276923.1 RP11-321P16.1 chr20 48073869 48074188 + -ENSG00000276815.1 AL139351.1 chr20 48090129 48090218 + -ENSG00000235621.8 LINC00494 chr20 48359950 48370629 + -ENSG00000236874.1 RP1-66N13.1 chr20 48383323 48384895 - -ENSG00000274261.1 RP1-66N13.4 chr20 48407367 48410716 + -ENSG00000281365.1 RP5-991B18.1 chr20 48471308 48472414 + -ENSG00000281460.1 RP5-991B18.2 chr20 48476999 48477553 + -ENSG00000238452.1 RNU7-144P chr20 48494234 48494309 - -ENSG00000124126.13 PREX1 chr20 48624252 48827883 - -ENSG00000251876.1 AL035106.1 chr20 48739330 48739448 - -ENSG00000278231.1 RP5-906C1.1 chr20 48821688 48849458 - -ENSG00000124198.8 ARFGEF2 chr20 48921890 49036693 + -ENSG00000230758.1 SNAP23P chr20 49038357 49038602 - -ENSG00000227431.5 CSE1L-AS1 chr20 49040463 49046044 - -ENSG00000124207.16 CSE1L chr20 49046246 49096960 + -ENSG00000124214.19 STAU1 chr20 49113339 49188367 - -ENSG00000226284.1 ARPC3P1 chr20 49134480 49135012 + -ENSG00000124228.14 DDX27 chr20 49219295 49244077 + -ENSG00000124201.14 ZNFX1 chr20 49237946 49278426 - -ENSG00000177410.12 ZFAS1 chr20 49278178 49295738 + -ENSG00000277830.1 ZNFX1-AS1_1 chr20 49278427 49278624 + -ENSG00000209042.1 SNORD12C chr20 49278940 49279028 + -ENSG00000274760.1 ZNFX1-AS1_2 chr20 49279116 49279208 + -ENSG00000222365.1 SNORD12B chr20 49280319 49280409 + -ENSG00000277967.1 ZNFX1-AS1_3 chr20 49280485 49280571 + -ENSG00000212304.1 SNORD12 chr20 49280683 49280772 + -ENSG00000158445.7 KCNB1 chr20 49363877 49482647 - -ENSG00000124212.5 PTGIS chr20 49503874 49568146 - -ENSG00000265225.1 AL118525.1 chr20 49586681 49586774 + -ENSG00000158470.5 B4GALT5 chr20 49632945 49713878 - -ENSG00000276031.1 RN7SL197P chr20 49721949 49722247 + -ENSG00000231878.1 SNRPFP1 chr20 49729591 49729842 - -ENSG00000252540.1 RNU6-919P chr20 49794811 49794914 + -ENSG00000197818.11 SLC9A8 chr20 49812713 49892242 + -ENSG00000237788.1 RP5-1041C10.3 chr20 49829125 49831085 + -ENSG00000158480.10 SPATA2 chr20 49903391 49915508 - -ENSG00000199490.1 Y_RNA chr20 49920597 49920694 - -ENSG00000269103.2 Metazoa_SRP chr20 49932795 49933078 + -ENSG00000124226.10 RNF114 chr20 49936336 49953892 + -ENSG00000229222.1 KRT18P4 chr20 49956745 49958032 + -ENSG00000206710.1 RNU6-147P chr20 49972106 49972212 + -ENSG00000124216.3 SNAI1 chr20 49982999 49988886 + -ENSG00000231265.1 TRERNA1 chr20 50040716 50041504 - -ENSG00000244687.11 UBE2V1 chr20 50081124 50115959 - -ENSG00000124208.16 TMEM189-UBE2V1 chr20 50081124 50153637 - -ENSG00000240849.10 TMEM189 chr20 50118254 50153734 - -ENSG00000237595.3 RP11-112L6.3 chr20 50162765 50166102 - -ENSG00000234698.1 RP11-112L6.2 chr20 50166362 50171742 + -ENSG00000231742.5 LINC01273 chr20 50172550 50176671 + -ENSG00000277449.1 CEBPB-AS1 chr20 50184598 50191498 - -ENSG00000172216.5 CEBPB chr20 50190734 50192689 + -ENSG00000224397.5 LINC01272 chr20 50267486 50279795 + -ENSG00000203999.8 LINC01270 chr20 50292720 50314922 + -ENSG00000233077.1 LINC01271 chr20 50310711 50321342 - -ENSG00000244376.3 RN7SL636P chr20 50429190 50429483 - -ENSG00000231715.1 COX6CP2 chr20 50479767 50479991 + -ENSG00000196396.9 PTPN1 chr20 50510321 50585241 + -ENSG00000239742.3 RN7SL672P chr20 50557682 50557998 - -ENSG00000201501.1 Y_RNA chr20 50563009 50563110 + -ENSG00000232043.1 RP4-530I15.9 chr20 50570975 50578041 - -ENSG00000208018.1 MIR645 chr20 50585786 50585879 + -ENSG00000042062.11 FAM65C chr20 50586108 50691528 - -ENSG00000221091.1 MIR1302-5 chr20 50614636 50614785 - -ENSG00000231302.1 RPL36P2 chr20 50620763 50621077 + -ENSG00000278453.1 AL133230.1 chr20 50622189 50622299 - -ENSG00000234693.1 RP4-530I15.6 chr20 50645471 50662275 + -ENSG00000124171.8 PARD6B chr20 50731544 50756795 + -ENSG00000124243.17 BCAS4 chr20 50794894 50882676 + -ENSG00000230043.1 TMSB4XP6 chr20 50840615 50840749 - -ENSG00000265062.1 AL133228.1 chr20 50860908 50860986 + -ENSG00000101126.15 ADNP chr20 50888919 50931240 - -ENSG00000228663.1 PSMD10P1 chr20 50913731 50914411 + -ENSG00000259456.3 ADNP-AS1 chr20 50930984 50945134 + -ENSG00000000419.12 DPM1 chr20 50934867 50958555 - -ENSG00000265582.1 AL034553.1 chr20 50938646 50938732 + -ENSG00000124217.4 MOCS3 chr20 50958826 50963931 + -ENSG00000232358.1 RP5-955M13.4 chr20 50999370 51010019 + -ENSG00000026559.13 KCNG1 chr20 51003656 51023129 - -ENSG00000279835.1 RP4-811M8.1 chr20 51098138 51098845 + -ENSG00000228820.2 RPSAP1 chr20 51130788 51131667 - -ENSG00000263592.1 AL035457.1 chr20 51177505 51177599 + -ENSG00000263645.1 AL079339.1 chr20 51377235 51377321 - -ENSG00000101096.19 NFATC2 chr20 51386957 51562831 - -ENSG00000266761.1 MIR3194 chr20 51452905 51452977 - -ENSG00000054793.13 ATP9A chr20 51596514 51768634 - -ENSG00000275370.1 AL138807.1 chr20 51717854 51717962 + -ENSG00000215444.2 RP5-827A12.2 chr20 51734533 51735067 + -ENSG00000101115.12 SALL4 chr20 51782331 51802520 - -ENSG00000227964.1 LINC01429 chr20 51831797 51862912 - -ENSG00000252467.1 RNU6-347P chr20 51902291 51902395 + -ENSG00000252654.1 RNU7-6P chr20 51904969 51905030 + -ENSG00000020256.19 ZFP64 chr20 52051663 52204308 - -ENSG00000233347.1 ERP29P1 chr20 52110344 52111049 - -ENSG00000234948.1 LINC01524 chr20 52210645 52650431 + -ENSG00000276817.1 AL121923.1 chr20 52241185 52241266 + -ENSG00000225785.1 RP4-583K8.1 chr20 52451464 52455619 - -ENSG00000275958.1 uc_338 chr20 52482801 52482991 - -ENSG00000232465.1 RP5-1022J11.2 chr20 52487922 52500591 - -ENSG00000234821.1 MRPS33P4 chr20 52511252 52511568 + -ENSG00000232294.5 RP4-715N11.2 chr20 52671917 52690929 + -ENSG00000232286.1 RP11-80K6.2 chr20 52858338 52862855 - -ENSG00000230636.1 RPL36P1 chr20 52890162 52890386 + -ENSG00000182463.15 TSHZ2 chr20 52972407 53495330 + -ENSG00000252629.1 AL050316.1 chr20 53062617 53062701 + -ENSG00000199218.1 RN7SKP184 chr20 53097652 53097984 + -ENSG00000223492.1 RP11-15M15.1 chr20 53168643 53179550 - -ENSG00000227705.1 RP11-15M15.2 chr20 53196229 53208705 - -ENSG00000271774.1 RP4-678D15.1 chr20 53255979 53487274 - -ENSG00000231703.2 RP4-669H2.1 chr20 53397661 53412910 - -ENSG00000224530.1 PPIAP10 chr20 53421199 53421656 + -ENSG00000259723.1 RP5-823G15.5 chr20 53453058 53504314 - -ENSG00000206959.1 Y_RNA chr20 53544615 53544725 + -ENSG00000197670.6 RP4-724E16.2 chr20 53552770 53575863 + -ENSG00000171940.13 ZNF217 chr20 53567065 53609907 - -ENSG00000235415.1 AC005808.3 chr20 53608354 53634590 + -ENSG00000238468.1 RNU7-14P chr20 53668697 53668758 - -ENSG00000225563.1 AC006076.1 chr20 53799823 53801318 - -ENSG00000241721.1 SUMO1P1 chr20 53875252 53875557 - -ENSG00000064787.12 BCAS1 chr20 53936777 54070594 - -ENSG00000236352.1 AC005220.3 chr20 53940160 53942508 + -ENSG00000265595.1 MIR4756 chr20 54068408 54068485 - -ENSG00000019186.9 CYP24A1 chr20 54153449 54173973 - -ENSG00000101132.9 PFDN4 chr20 54207847 54228052 + -ENSG00000280041.1 AL133335.1 chr20 54249953 54250327 + -ENSG00000274453.1 AL389883.1 chr20 54376458 54376558 + -ENSG00000101134.11 DOK5 chr20 54475597 54651171 + -ENSG00000252089.1 RNU4ATAC7P chr20 54859688 54859812 - -ENSG00000185834.10 RPL12P4 chr20 55074644 55075140 + -ENSG00000235166.7 LINC01440 chr20 55408898 55482777 + -ENSG00000224008.1 LINC01441 chr20 55420336 55427197 - -ENSG00000275923.1 RP5-837G17.1 chr20 55504906 55505215 - -ENSG00000054803.3 CBLN4 chr20 55997440 56005472 - -ENSG00000222118.1 RNA5SP487 chr20 56205052 56205173 - -ENSG00000124089.4 MC3R chr20 56248732 56249815 + -ENSG00000235594.1 RP11-380D15.2 chr20 56267872 56269231 + -ENSG00000230843.1 RP11-380D15.3 chr20 56295967 56299160 - -ENSG00000124098.9 FAM210B chr20 56358915 56368663 + -ENSG00000087586.17 AURKA chr20 56369389 56392337 - -ENSG00000101138.11 CSTF1 chr20 56392371 56406369 + -ENSG00000087589.16 CASS4 chr20 56412112 56460387 + -ENSG00000228601.1 RPL39P chr20 56459428 56459583 - -ENSG00000212084.2 AL121914.1 chr20 56460266 56460357 - -ENSG00000022277.12 RTFDC1 chr20 56468585 56519449 + -ENSG00000124091.9 GCNT7 chr20 56491492 56525925 - -ENSG00000124103.8 FAM209A chr20 56517187 56526142 + -ENSG00000280387.1 RP5-1153D9.5 chr20 56522252 56523499 + -ENSG00000213714.1 FAM209B chr20 56533246 56536520 + -ENSG00000225657.2 RP5-843L14.1 chr20 56577563 56598621 + -ENSG00000214541.3 RPS4XP3 chr20 56601701 56602113 + -ENSG00000087510.6 TFAP2C chr20 56629302 56639283 + -ENSG00000252091.1 RNU6-1146P chr20 56667430 56667531 + -ENSG00000241821.3 RN7SL170P chr20 56688401 56688695 + -ENSG00000237000.1 PTMAP6 chr20 56700837 56701514 - -ENSG00000221416.1 AL133232.1 chr20 56718886 56718969 + -ENSG00000231604.2 RP5-897D18.1 chr20 56730397 56731460 + -ENSG00000207158.1 RNU6-929P chr20 56785981 56786087 - -ENSG00000251772.1 AL117380.2 chr20 57000087 57000157 + -ENSG00000238644.1 AL117380.1 chr20 57054790 57054841 + -ENSG00000231078.1 RP11-560A15.4 chr20 57105741 57107128 + -ENSG00000203266.2 RP11-560A15.3 chr20 57114915 57122092 + -ENSG00000280220.1 RP11-560A15.6 chr20 57161822 57163775 + -ENSG00000101144.12 BMP7 chr20 57168748 57266629 - -ENSG00000235032.1 BMP7-AS1 chr20 57214872 57215866 + -ENSG00000226308.1 RP4-813D12.3 chr20 57266797 57282998 + -ENSG00000252064.1 Y_RNA chr20 57311854 57311958 + -ENSG00000266666.1 MIR4325 chr20 57321502 57321591 - -ENSG00000231005.1 RP3-481F12.1 chr20 57328546 57328696 + -ENSG00000054796.12 SPO11 chr20 57329759 57343994 + -ENSG00000101146.12 RAE1 chr20 57351010 57379211 + -ENSG00000228995.1 MTND1P9 chr20 57357426 57358369 - -ENSG00000256222.2 MTRNR2L3 chr20 57358442 57359980 - -ENSG00000218018.2 RP4-800J21.3 chr20 57384160 57393062 - -ENSG00000132819.16 RBM38 chr20 57391407 57409333 + -ENSG00000124097.7 HMGB1P1 chr20 57488392 57489027 - -ENSG00000124092.12 CTCFL chr20 57495966 57525652 - -ENSG00000124253.10 PCK1 chr20 57561080 57568112 + -ENSG00000227297.1 RP4-718J7.4 chr20 57599695 57601200 - -ENSG00000124256.14 ZBP1 chr20 57603846 57620576 - -ENSG00000124225.15 PMEPA1 chr20 57648392 57711536 - -ENSG00000278709.1 NKILA chr20 57710183 57712780 + -ENSG00000263453.1 MIR4532 chr20 57895394 57895444 + -ENSG00000221007.1 AL354984.1 chr20 57918884 57919035 + -ENSG00000203971.1 RP13-379L11.2 chr20 57957126 57959660 - -ENSG00000221451.1 AL354984.3 chr20 57976018 57976093 + -ENSG00000275852.1 RP13-379L11.4 chr20 58003904 58004648 + -ENSG00000221385.1 AL354984.2 chr20 58067456 58067607 + -ENSG00000225708.6 RP13-379L11.1 chr20 58069054 58072070 - -ENSG00000270411.1 RP13-379L11.3 chr20 58097267 58097591 + -ENSG00000124237.5 C20orf85 chr20 58150904 58161150 + -ENSG00000124227.5 ANKRD60 chr20 58218495 58228653 - -ENSG00000124224.16 PPP4R1L chr20 58228940 58309439 - -ENSG00000124209.3 RAB22A chr20 58309696 58367507 + -ENSG00000124164.15 VAPB chr20 58389122 58451101 + -ENSG00000198768.10 APCDD1L chr20 58459101 58515131 - -ENSG00000231290.5 APCDD1L-AS1 chr20 58515379 58619888 + -ENSG00000254620.1 RP5-907D15.3 chr20 58594417 58603973 + -ENSG00000221174.1 AL050327.1 chr20 58605084 58605227 + -ENSG00000268941.2 RP5-907D15.4 chr20 58634772 58635738 + -ENSG00000124222.21 STX16 chr20 58651253 58679526 + -ENSG00000254995.4 STX16-NPEPL1 chr20 58651434 58715410 + -ENSG00000215440.11 NPEPL1 chr20 58689131 58719238 + -ENSG00000254419.1 RP11-261P9.4 chr20 58710795 58711633 + -ENSG00000237121.1 PIEZO1P2 chr20 58740532 58783821 - -ENSG00000270279.1 RP4-806M20.5 chr20 58754351 58756838 + -ENSG00000268649.3 RP4-806M20.4 chr20 58817132 58817725 - -ENSG00000276373.1 MIR296 chr20 58817615 58817694 - -ENSG00000216031.1 MIR298 chr20 58818226 58818313 - -ENSG00000235590.7 GNAS-AS1 chr20 58818919 58850903 - -ENSG00000268333.1 RP4-806M20.3 chr20 58833809 58836529 - -ENSG00000087460.23 GNAS chr20 58839718 58911192 + -ENSG00000276859.1 GNAS-AS1_1 chr20 58842030 58842132 + -ENSG00000276722.1 GNAS-AS1_2 chr20 58842433 58842546 + -ENSG00000274491.1 GNAS-AS1_4 chr20 58850530 58850641 + -ENSG00000275069.1 GNAS-AS1_5 chr20 58850783 58850903 + -ENSG00000225806.7 RP1-309F20.3 chr20 58863528 58888809 - -ENSG00000270951.1 RP1-309F20.4 chr20 58876592 58876981 - -ENSG00000101158.12 NELFCD chr20 58981208 58995133 + -ENSG00000101160.13 CTSZ chr20 58995185 59007247 - -ENSG00000101162.3 TUBB1 chr20 59019254 59026654 + -ENSG00000124172.9 ATP5E chr20 59025467 59032382 - -ENSG00000101166.15 SLMO2 chr20 59033145 59042909 - -ENSG00000232925.2 MRPS16P2 chr20 59113224 59113631 + -ENSG00000274961.1 RP3-492J12.2 chr20 59123404 59147026 + -ENSG00000124203.5 ZNF831 chr20 59191020 59259113 + -ENSG00000124205.15 EDN3 chr20 59300427 59325992 + -ENSG00000263903.1 AL035250.1 chr20 59346379 59346480 - -ENSG00000225129.1 RP4-614C15.2 chr20 59352195 59357774 - -ENSG00000230352.1 RP4-614C15.3 chr20 59360927 59364773 - -ENSG00000233686.3 PIEZO1P1 chr20 59460619 59460837 - -ENSG00000227282.1 RP11-164D18.2 chr20 59515191 59516039 + -ENSG00000087495.16 PHACTR3 chr20 59577509 59847711 + -ENSG00000238194.1 RP4-719C8.1 chr20 59626464 59628289 - -ENSG00000238777.1 RNU7-141P chr20 59852667 59852728 - -ENSG00000196074.12 SYCP2 chr20 59863563 59933655 - -ENSG00000196227.10 FAM217B chr20 59933764 59948680 + -ENSG00000132825.6 PPP1R3D chr20 59936668 59940297 - -ENSG00000124215.16 CDH26 chr20 59958427 60034011 + -ENSG00000176659.7 C20orf197 chr20 60055925 60072953 + -ENSG00000276093.1 RP5-1017F8.2 chr20 60083360 60083872 - -ENSG00000228340.5 MIR646HG chr20 60087840 60527458 + -ENSG00000207802.1 MIR646 chr20 60308474 60308567 + -ENSG00000229690.1 MTCO2P1 chr20 60414396 60414872 - -ENSG00000266140.1 MIR4533 chr20 60478111 60478181 + -ENSG00000265617.1 MIR548AG2 chr20 60564562 60564625 + -ENSG00000276627.1 RP5-1016A21.1 chr20 60761874 60767279 + -ENSG00000261035.1 RP11-151E14.1 chr20 60812004 60814211 - -ENSG00000229755.1 RP5-827L5.2 chr20 61077224 61077816 - -ENSG00000229606.1 RP5-827L5.1 chr20 61079140 61080179 + -ENSG00000179242.15 CDH4 chr20 61252426 61940617 + -ENSG00000276786.1 WI2-8325B5.1 chr20 61369879 61370855 + -ENSG00000277270.1 RP5-827E24.1 chr20 61434625 61437547 - -ENSG00000179253.3 RP11-429E11.3 chr20 61717506 61719748 - -ENSG00000225106.1 RP11-429E11.2 chr20 61738219 61755056 - -ENSG00000130699.16 TAF4 chr20 61953469 62065810 - -ENSG00000221417.1 MIR1257 chr20 61953546 61953662 - -ENSG00000235018.1 RP11-11M20.2 chr20 62037429 62037956 - -ENSG00000265306.1 MIR3195 chr20 62064802 62064885 + -ENSG00000149657.19 LSM14B chr20 62122461 62135378 + -ENSG00000101182.14 PSMA7 chr20 62136735 62143440 - -ENSG00000184402.14 SS18L1 chr20 62143795 62182484 + -ENSG00000101181.17 MTG2 chr20 62183029 62203568 + -ENSG00000101180.15 HRH3 chr20 62214970 62220267 - -ENSG00000130703.15 OSBPL2 chr20 62231922 62296213 + -ENSG00000130706.12 ADRM1 chr20 62302093 62308862 + -ENSG00000226332.2 RP11-157P1.4 chr20 62305432 62306325 - -ENSG00000130702.13 LAMA5 chr20 62307955 62367312 - -ENSG00000265329.1 MIR4758 chr20 62332487 62332557 - -ENSG00000228812.7 LAMA5-AS1 chr20 62352995 62356480 + -ENSG00000273619.1 RP5-908M14.9 chr20 62386303 62386970 - -ENSG00000171858.17 RPS21 chr20 62387116 62388520 + -ENSG00000149679.11 CABLES2 chr20 62388632 62407285 - -ENSG00000275437.1 RP5-908M14.10 chr20 62402236 62405935 - -ENSG00000130701.3 RBBP8NL chr20 62410237 62427533 - -ENSG00000233017.2 RP5-908M14.5 chr20 62427827 62447621 + -ENSG00000130700.6 GATA5 chr20 62463497 62475970 - -ENSG00000272050.1 RP13-379O24.3 chr20 62477870 62478594 + -ENSG00000260542.1 RP13-379O24.2 chr20 62513909 62516096 - -ENSG00000174403.15 C20orf166-AS1 chr20 62544343 62551526 - -ENSG00000174407.11 MIR1-1HG chr20 62550453 62570764 + -ENSG00000199017.1 MIR1-1 chr20 62554303 62554379 + -ENSG00000207764.1 MIR133A2 chr20 62564912 62565013 + -ENSG00000226094.1 RPL7P3 chr20 62572671 62573384 + -ENSG00000264490.3 WI2-87327B8.1 chr20 62575590 62577507 + -ENSG00000273812.1 WI2-87327B8.2 chr20 62596732 62603115 - -ENSG00000232121.1 RP13-30A9.1 chr20 62633681 62635504 - -ENSG00000229882.1 RP13-30A9.2 chr20 62633772 62635862 + -ENSG00000167046.4 RP11-93B14.6 chr20 62640719 62643304 - -ENSG00000101187.15 SLCO4A1 chr20 62642445 62685785 + -ENSG00000277496.1 RP11-93B14.9 chr20 62648961 62650767 - -ENSG00000276317.1 RP11-93B14.10 chr20 62651272 62652186 - -ENSG00000232803.1 SLCO4A1-AS1 chr20 62663019 62666724 - -ENSG00000237687.2 LINC00686 chr20 62695024 62700480 - -ENSG00000101188.4 NTSR1 chr20 62708837 62762771 + -ENSG00000223669.1 RP11-93B14.4 chr20 62732566 62735347 - -ENSG00000228705.1 LINC00659 chr20 62774128 62775412 - -ENSG00000101189.6 MRGBP chr20 62796453 62801738 + -ENSG00000229873.1 OGFR-AS1 chr20 62800627 62805587 - -ENSG00000060491.16 OGFR chr20 62804835 62814000 + -ENSG00000092758.15 COL9A3 chr20 62816244 62841159 + -ENSG00000101190.12 TCFL5 chr20 62841115 62861763 - -ENSG00000233838.5 DPH3P1 chr20 62845664 62845912 + -ENSG00000236527.1 ARF4P2 chr20 62872250 62873076 - -ENSG00000101191.16 DIDO1 chr20 62877738 62937952 - -ENSG00000273759.1 RP4-563E14.1 chr20 62928621 62929297 - -ENSG00000101193.7 GID8 chr20 62938119 62948475 + -ENSG00000101194.17 SLC17A9 chr20 62952647 62969585 + -ENSG00000125533.5 BHLHE23 chr20 63005927 63007035 - -ENSG00000272259.5 RP11-305P22.9 chr20 63009383 63085071 + -ENSG00000125514.9 LINC00029 chr20 63034217 63037028 - -ENSG00000237119.1 LINC01056 chr20 63038011 63053863 + -ENSG00000231133.6 HAR1B chr20 63095493 63102319 - -ENSG00000274915.1 HAR1A chr20 63102142 63102259 + -ENSG00000225978.3 HAR1A chr20 63102205 63104386 + -ENSG00000260416.1 RP5-963E22.5 chr20 63127495 63129459 - -ENSG00000231977.1 RP5-963E22.4 chr20 63166797 63180903 - -ENSG00000207598.1 MIR124-3 chr20 63178500 63178586 + -ENSG00000149658.17 YTHDF1 chr20 63195429 63216234 - -ENSG00000273821.1 RP5-963E22.6 chr20 63218041 63218502 + -ENSG00000101197.12 BIRC7 chr20 63235883 63240507 + -ENSG00000266463.1 MIR3196 chr20 63238779 63238842 + -ENSG00000101198.14 NKAIN4 chr20 63240784 63272694 - -ENSG00000275620.1 FLJ16779 chr20 63253978 63261615 + -ENSG00000101199.12 ARFGAP1 chr20 63272785 63289793 + -ENSG00000266104.1 MIR4326 chr20 63286808 63286866 + -ENSG00000101203.16 COL20A1 chr20 63293186 63334851 + -ENSG00000222439.1 RNU6-994P chr20 63337339 63337449 + -ENSG00000101204.15 CHRNA4 chr20 63343223 63378401 - -ENSG00000203900.2 RP11-261N11.8 chr20 63359988 63371177 + -ENSG00000075043.17 KCNQ2 chr20 63400210 63472677 - -ENSG00000280936.1 RP11-358D14.3 chr20 63422269 63424555 + -ENSG00000226390.1 RP11-358D14.2 chr20 63448051 63449329 + -ENSG00000101210.10 EEF1A2 chr20 63488013 63499315 - -ENSG00000230226.1 RP4-697K14.3 chr20 63502287 63505111 + -ENSG00000125534.9 PPDPF chr20 63520724 63522206 + -ENSG00000101213.6 PTK6 chr20 63528001 63537370 - -ENSG00000125508.3 SRMS chr20 63540810 63547504 - -ENSG00000275812.1 RP4-697K14.15 chr20 63543411 63543738 + -ENSG00000125531.6 C20orf195 chr20 63547891 63556708 + -ENSG00000130589.16 HELZ2 chr20 63558086 63574239 - -ENSG00000101216.10 GMEB2 chr20 63587602 63627041 - -ENSG00000232442.1 CTD-3184A7.4 chr20 63627227 63628824 + -ENSG00000197457.9 STMN3 chr20 63639705 63657682 - -ENSG00000258366.7 RTEL1 chr20 63657810 63696253 + -ENSG00000026036.20 RTEL1-TNFRSF6B chr20 63659300 63698698 + -ENSG00000243509.4 TNFRSF6B chr20 63696668 63698684 + -ENSG00000101246.19 ARFRP1 chr20 63698642 63708025 - -ENSG00000197114.11 ZGPAT chr20 63707465 63736142 + -ENSG00000273154.3 RP4-583P15.15 chr20 63708864 63739103 + -ENSG00000274501.1 RP4-583P15.16 chr20 63730072 63730377 - -ENSG00000203896.9 LIME1 chr20 63736283 63739103 + -ENSG00000273047.1 RP4-583P15.14 chr20 63738270 63740398 + -ENSG00000125520.13 SLC2A4RG chr20 63739861 63743505 + -ENSG00000130584.10 ZBTB46 chr20 63743666 63831244 - -ENSG00000229299.2 RP4-583P15.10 chr20 63744689 63745958 + -ENSG00000231208.4 ZBTB46-AS1 chr20 63808076 63816521 + -ENSG00000279610.1 C20orf181 chr20 63843436 63843915 - -ENSG00000268858.2 RP4-591C20.9 chr20 63861212 63864293 - -ENSG00000183260.6 ABHD16B chr20 63861213 63863306 + -ENSG00000101150.17 TPD52L2 chr20 63865228 63891545 + -ENSG00000101152.10 DNAJC5 chr20 63895182 63936031 + -ENSG00000199805.1 RNU1-134P chr20 63908955 63909119 + -ENSG00000274555.1 AL118506.2 chr20 63919393 63919464 + -ENSG00000216141.3 MIR941-2 chr20 63919505 63919576 + -ENSG00000274277.1 AL118506.1 chr20 63919617 63919688 + -ENSG00000216195.3 MIR941-4 chr20 63919756 63919827 + -ENSG00000275842.1 MIR941-3 chr20 63919868 63919939 + -ENSG00000215946.3 MIR941-1 chr20 63920036 63920107 + -ENSG00000198276.13 UCKL1 chr20 63939829 63956415 - -ENSG00000272045.1 MIR1914 chr20 63941465 63941544 - -ENSG00000207554.1 MIR647 chr20 63942631 63942726 - -ENSG00000280213.1 UCKL1-AS1 chr20 63953384 63956985 + -ENSG00000196700.7 ZNF512B chr20 63956702 64048758 - -ENSG00000130590.13 SAMD10 chr20 63974113 63980008 - -ENSG00000101161.7 PRPF6 chr20 63981135 64033100 + -ENSG00000196421.7 LINC00176 chr20 64034344 64039962 + -ENSG00000203883.6 SOX18 chr20 64047582 64049641 - -ENSG00000171703.16 TCEA2 chr20 64049836 64072347 + -ENSG00000237371.1 RP13-152O15.5 chr20 64056803 64057084 + -ENSG00000171700.13 RGS19 chr20 64073181 64079988 - -ENSG00000274034.1 MIR6813 chr20 64076955 64077010 - -ENSG00000125510.15 OPRL1 chr20 64080173 64100643 + -ENSG00000171695.10 LKAAEAR1 chr20 64083380 64084359 - -ENSG00000125522.3 NPBWR2 chr20 64105820 64107171 - -ENSG00000196132.11 MYT1 chr20 64151791 64242253 + -ENSG00000203880.11 PCMTD2 chr20 64255695 64287821 + -ENSG00000278171.1 RP11-476I15.5 chr20 64278306 64278561 + -ENSG00000232852.1 CICP4 chr20 64290187 64292998 - -ENSG00000149656.8 LINC00266-1 chr20 64290385 64313132 + -ENSG00000274727.1 RP11-476I15.6 chr20 64327418 64327972 - -ENSG00000279493.1 CH507-9B2.2 chr21 5011799 5017145 + -ENSG00000277117.4 ICOSLG chr21 5022493 5040666 + -ENSG00000279687.1 CH507-9B2.8 chr21 5073458 5087867 + -ENSG00000280071.3 CH507-9B2.3 chr21 5079294 5128425 - -ENSG00000276612.3 CH507-9B2.4 chr21 5116343 5133805 - -ENSG00000275464.3 CH507-9B2.5 chr21 5130871 5154734 - -ENSG00000280433.1 CH507-9B2.9 chr21 5155499 5165472 - -ENSG00000279669.1 RP11-717F1.1 chr21 5232668 5243833 - -ENSG00000279094.3 CH507-24F1.1 chr21 5499151 5502542 - -ENSG00000274333.4 RP11-717F1.2 chr21 5553637 5614880 + -ENSG00000277777.1 Y_RNA chr21 5597390 5597490 + -ENSG00000279186.1 CH507-39O4.3 chr21 5703182 5705637 - -ENSG00000279784.1 CH507-39O4.1 chr21 5705345 5707160 + -ENSG00000279064.1 CH507-39O4.2 chr21 5707004 5709456 - -ENSG00000274559.2 CH507-42P11.1 chr21 5972956 5973333 - -ENSG00000280013.1 CH507-42P11.2 chr21 6008604 6008810 + -ENSG00000279769.1 CH507-42P11.3 chr21 6034690 6036093 + -ENSG00000280191.3 CH507-42P11.5 chr21 6060340 6076305 + -ENSG00000280095.1 CH507-42P11.7 chr21 6081193 6082585 + -ENSG00000280179.1 CH507-42P11.6 chr21 6084364 6091407 - -ENSG00000275993.2 CH507-42P11.8 chr21 6111134 6123739 + -ENSG00000274790.1 Y_RNA chr21 6223480 6223580 - -ENSG00000275496.4 CH507-24F1.2 chr21 6228966 6267317 - -ENSG00000280019.1 CH507-145C22.2 chr21 6272135 6276532 - -ENSG00000279709.1 CH507-254M2.4 chr21 6309161 6312948 + -ENSG00000278903.3 CH507-145C22.1 chr21 6318434 6360415 + -ENSG00000276902.1 Y_RNA chr21 6365955 6366055 + -ENSG00000278014.1 FP236240.2 chr21 6441320 6441419 - -ENSG00000274276.4 CBS chr21 6444869 6468040 - -ENSG00000275895.4 CH507-152C13.1 chr21 6484623 6499261 - -ENSG00000280346.1 CH507-152C13.4 chr21 6507017 6507389 - -ENSG00000277798.1 FP236240.1 chr21 6519205 6519304 + -ENSG00000279226.1 CH507-152C13.5 chr21 6520344 6520670 - -ENSG00000278927.1 CH507-152C13.6 chr21 6550749 6553955 - -ENSG00000276076.4 CH507-152C13.3 chr21 6560714 6564489 + -ENSG00000280145.3 CH507-154B10.1 chr21 6630182 6670695 - -ENSG00000278878.1 CH507-145C22.3 chr21 6667304 6670667 - -ENSG00000279788.1 CH507-154B10.3 chr21 6676178 6679962 - -ENSG00000279728.1 CH507-236L23.5 chr21 6712596 6716361 + -ENSG00000280164.1 CH507-254M2.3 chr21 6721812 6725209 + -ENSG00000279998.1 CH507-210P18.1 chr21 6789592 6812297 + -ENSG00000278955.1 CH507-210P18.4 chr21 6858539 6897263 + -ENSG00000275507.1 MIR8069-1 chr21 6859171 6859256 + -ENSG00000280172.1 CH507-210P18.3 chr21 6897291 6899280 + -ENSG00000279751.1 CH507-210P18.5 chr21 6904884 6906692 + -ENSG00000280018.3 CH507-154B10.2 chr21 6986450 6997765 - -ENSG00000279313.1 CH507-145C22.4 chr21 6994374 6997737 - -ENSG00000279477.1 CH507-236L23.4 chr21 7003248 7007022 - -ENSG00000278884.1 CH507-236L23.1 chr21 7020599 7025166 + -ENSG00000277067.4 CH507-254M2.1 chr21 7048891 7087229 + -ENSG00000274046.1 Y_RNA chr21 7092616 7092716 + -ENSG00000280330.1 CH507-236L23.2 chr21 7129103 7130287 + -ENSG00000279303.1 CH507-236L23.3 chr21 7135334 7137789 - -ENSG00000279647.1 CH507-254M2.5 chr21 7385058 7388799 - -ENSG00000279895.1 CH507-254M2.6 chr21 7421442 7425839 - -ENSG00000276077.4 CH507-254M2.2 chr21 7430659 7469007 + -ENSG00000274484.1 Y_RNA chr21 7474394 7474494 + -ENSG00000279177.1 CH507-338C24.2 chr21 7626344 7627528 - -ENSG00000276546.1 Y_RNA chr21 7663911 7664011 - -ENSG00000277991.4 CH507-338C24.1 chr21 7669397 7681742 - -ENSG00000273590.4 SMIM11 chr21 7744962 7777853 + -ENSG00000277277.2 CH507-396I9.7 chr21 7769796 7770546 - -ENSG00000278961.1 CH507-396I9.3 chr21 7788703 7793954 - -ENSG00000276289.4 CH507-396I9.6 chr21 7816675 7829926 - -ENSG00000273614.1 SNORA11 chr21 7826098 7826225 - -ENSG00000279967.1 CH507-338C24.3 chr21 8101251 8103706 - -ENSG00000278996.1 CH507-513H4.1 chr21 8197620 8227646 + -ENSG00000275279.1 FP671120.3 chr21 8201210 8201287 + -ENSG00000275950.1 MIR6724-1 chr21 8205315 8205406 + -ENSG00000275664.1 pRNA chr21 8205851 8205940 + -ENSG00000275252.1 FP671120.2 chr21 8208012 8208125 + -ENSG00000275708.1 MIR3648-1 chr21 8208473 8208652 + -ENSG00000277437.1 MIR3687-1 chr21 8208844 8208904 + -ENSG00000280800.1 CH507-513H4.6 chr21 8210384 8211306 - -ENSG00000278233.1 RNA5-8S5 chr21 8212572 8212724 + -ENSG00000278597.1 FP671120.7 chr21 8217953 8218001 + -ENSG00000275530.1 FP671120.4 chr21 8218721 8218776 + -ENSG00000274060.1 MIR6724-2 chr21 8249505 8249596 + -ENSG00000277671.1 pRNA chr21 8250060 8250149 + -ENSG00000276104.1 FP671120.5 chr21 8252221 8252334 + -ENSG00000274426.1 FP671120.1 chr21 8253050 8253109 + -ENSG00000281383.1 CH507-513H4.5 chr21 8254592 8255514 - -ENSG00000277739.1 RNA5-8S5 chr21 8256781 8256933 + -ENSG00000278047.1 FP671120.6 chr21 8258914 8259005 + -ENSG00000280441.2 CH507-528H12.1 chr21 8380665 8410645 + -ENSG00000274725.1 FP236383.2 chr21 8384256 8384333 + -ENSG00000277379.1 MIR6724-3 chr21 8388362 8388453 + -ENSG00000274868.1 pRNA chr21 8388898 8388987 + -ENSG00000276796.1 FP236383.8 chr21 8391059 8391172 + -ENSG00000276322.1 FP236383.6 chr21 8391520 8391697 + -ENSG00000277244.1 FP236383.11 chr21 8391884 8391943 + -ENSG00000280614.1 CH507-513H4.4 chr21 8393419 8394341 - -ENSG00000275215.1 RNA5-8S5 chr21 8395607 8395759 + -ENSG00000275209.1 FP236383.4 chr21 8400991 8401039 + -ENSG00000277105.1 FP236383.10 chr21 8401760 8401816 + -ENSG00000275692.1 MIR6724-4 chr21 8432530 8432621 + -ENSG00000278775.1 pRNA chr21 8433085 8433174 + -ENSG00000276737.1 FP236383.7 chr21 8435246 8435359 + -ENSG00000275783.1 FP236383.5 chr21 8435707 8435886 + -ENSG00000274519.1 FP236383.1 chr21 8436078 8436138 + -ENSG00000281181.1 CH507-513H4.3 chr21 8437629 8438551 - -ENSG00000278189.1 RNA5-8S5 chr21 8439823 8439975 + -ENSG00000276924.1 FP236383.9 chr21 8441949 8442040 + -ENSG00000277644.1 FP236383.12 chr21 8445223 8445271 + -ENSG00000274735.1 FP236383.3 chr21 8445991 8446046 + -ENSG00000279990.1 bP-2168N6.2 chr21 8603547 8603984 + -ENSG00000279615.1 bP-2168N6.1 chr21 8680538 8680934 - -ENSG00000279167.1 bP-2168N6.3 chr21 8701461 8701562 + -ENSG00000279579.3 bP-2189O9.3 chr21 8759077 8761335 + -ENSG00000238411.1 CR381670.1 chr21 8794358 8794439 + -ENSG00000279213.1 SNX18P10 chr21 8801362 8801880 - -ENSG00000280243.1 bP-2189O9.1 chr21 8845566 8846646 + -ENSG00000278931.1 bP-2189O9.2 chr21 8857260 8880976 + -ENSG00000264462.1 MIR3648-2 chr21 8986999 8987178 + -ENSG00000264063.1 MIR3687-2 chr21 8987370 8987430 + -ENSG00000279501.1 bP-2171C21.3 chr21 8996496 9018670 - -ENSG00000279414.1 bP-2171C21.4 chr21 9026821 9027329 - -ENSG00000280436.1 bP-2171C21.2 chr21 9053122 9059060 + -ENSG00000188681.11 TEKT4P2 chr21 9068361 9129752 - -ENSG00000279720.1 bP-2171C21.6 chr21 9082601 9083101 - -ENSG00000279381.1 bP-2171C21.5 chr21 9088188 9088391 + -ENSG00000239179.1 CR392039.2 chr21 9098863 9098944 - -ENSG00000239107.1 CR392039.1 chr21 9099103 9099185 - -ENSG00000278932.3 bP-21264C1.2 chr21 9325013 9368775 + -ENSG00000279718.1 SNX18P12 chr21 9364467 9365225 - -ENSG00000279208.1 bP-21264C1.1 chr21 9369285 9376645 - -ENSG00000277827.1 AC124864.1 chr21 9553503 9553572 + -ENSG00000279864.1 RP11-570J4.1 chr21 9558970 9559155 + -ENSG00000279211.1 RP11-570J4.2 chr21 9580024 9580415 - -ENSG00000275631.1 U1 chr21 9646825 9647000 + -ENSG00000280081.3 MGC39584 chr21 9781918 9814009 - -ENSG00000280075.1 RP11-555K2.1 chr21 9810381 9810503 - -ENSG00000279783.1 RP11-555K2.2 chr21 9810501 9810848 + -ENSG00000264002.2 RN7SL52P chr21 9902344 9902627 - -ENSG00000252199.1 SNORA70 chr21 9907916 9908010 + -ENSG00000279321.1 RP11-555K2.4 chr21 9913117 9914846 + -ENSG00000270533.2 bP-21201H5.1 chr21 9975017 10119309 - -ENSG00000280372.1 bP-21201H5.2 chr21 10028361 10029855 - -ENSG00000279851.2 CH507-216K13.2 chr21 10122273 10129029 + -ENSG00000279062.1 CH507-216K13.1 chr21 10136419 10137004 + -ENSG00000277693.1 AP003900.6 chr21 10328411 10342737 - -ENSG00000275945.1 EIF3FP1 chr21 10330732 10331537 + -ENSG00000275592.1 VN1R7P chr21 10357400 10358620 + -ENSG00000278106.1 RP11-589M2.1 chr21 10397644 10397778 + -ENSG00000187172.15 BAGE2 chr21 10413477 10516431 + -ENSG00000277137.1 AF254983.1 chr21 10460442 10460546 + -ENSG00000273840.1 AL078471.5 chr21 10482738 10605716 + -ENSG00000274391.4 TPTE chr21 10521553 10606140 + -ENSG00000278678.1 CYCSP41 chr21 10576292 10576587 + -ENSG00000273872.1 SLC25A15P4 chr21 10612455 10613379 - -ENSG00000276556.1 AF254982.2 chr21 10640028 10640338 - -ENSG00000277282.1 IGHV1OR21-1 chr21 10649400 10649835 - -ENSG00000229306.1 AP001464.4 chr21 12999676 13016692 - -ENSG00000224309.7 ANKRD30BP2 chr21 13038160 13067033 + -ENSG00000207097.1 RNU6-614P chr21 13047583 13047689 + -ENSG00000168122.4 ZNF355P chr21 13095305 13113790 - -ENSG00000237202.1 AJ239321.3 chr21 13120244 13120807 + -ENSG00000280108.1 AJ239318.1 chr21 13305171 13314664 + -ENSG00000185390.2 FGF7P2 chr21 13349265 13350648 + -ENSG00000175302.5 ANKRD30BP1 chr21 13384249 13427773 - -ENSG00000266211.1 MIR3156-3 chr21 13406384 13406460 - -ENSG00000226930.1 GTF2IP2 chr21 13443373 13489176 - -ENSG00000219280.1 VN1R8P chr21 13476371 13477263 + -ENSG00000228184.1 SNX19P1 chr21 13525599 13528579 + -ENSG00000179381.7 OR4K11P chr21 13544282 13545185 - -ENSG00000228159.1 AP001465.5 chr21 13546033 13558461 + -ENSG00000218549.1 OR4K12P chr21 13581044 13582004 - -ENSG00000166351.10 POTED chr21 13609858 13641585 + -ENSG00000207476.1 RNU6-286P chr21 13621577 13621683 + -ENSG00000266299.1 MIR3118-1 chr21 13644775 13644850 - -ENSG00000278381.1 AL050303.11 chr21 13654073 13654356 + -ENSG00000227874.1 GRAMD4P1 chr21 13665868 13667546 - -ENSG00000214319.2 CXADRP1 chr21 13676022 13677116 + -ENSG00000279773.1 AL050303.10 chr21 13679300 13681138 - -ENSG00000273692.1 AL050303.12 chr21 13704853 13705518 + -ENSG00000278618.1 MIR8069-2 chr21 13724189 13724274 + -ENSG00000229231.1 FEM1AP1 chr21 13762338 13764332 + -ENSG00000224922.1 AL050303.7 chr21 13769932 13771740 + -ENSG00000173231.6 TERF1P1 chr21 13776086 13777266 + -ENSG00000232797.1 FAM207CP chr21 13792635 13793141 + -ENSG00000224860.1 GXYLT1P2 chr21 13824406 13825635 - -ENSG00000215562.2 CNN2P7 chr21 13826696 13827627 + -ENSG00000234538.1 ZNF114P1 chr21 13839118 13839409 + -ENSG00000228314.1 CYP4F29P chr21 13843133 13848364 - -ENSG00000230965.1 SNX18P13 chr21 13905960 13906488 - -ENSG00000215559.8 ANKRD20A11P chr21 13909574 13980437 - -ENSG00000203616.2 RHOT1P2 chr21 13936993 13937325 - -ENSG00000223287.1 RNU6-954P chr21 13968489 13968595 - -ENSG00000266838.1 AP001634.1 chr21 13985447 13985519 + -ENSG00000183249.8 NF1P3 chr21 14000927 14005279 + -ENSG00000233442.2 PPP6R2P1 chr21 14007134 14014880 + -ENSG00000275170.1 AP001634.6 chr21 14019060 14020725 - -ENSG00000224905.6 AP001347.6 chr21 14027421 14144468 + -ENSG00000249493.1 ANKRD20A18P chr21 14064325 14069087 + -ENSG00000201812.1 RNA5SP488 chr21 14070871 14070986 + -ENSG00000277572.1 pRNA chr21 14075950 14076038 - -ENSG00000188992.11 LIPI chr21 14108813 14210891 - -ENSG00000240755.1 ERLEC1P1 chr21 14143581 14144158 + -ENSG00000185272.13 RBM11 chr21 14216130 14228372 + -ENSG00000243064.8 ABCC13 chr21 14236206 14362754 + -ENSG00000155304.5 HSPA13 chr21 14371115 14383484 - -ENSG00000155307.17 SAMSN1 chr21 14485228 14583402 - -ENSG00000223662.1 SAMSN1-AS1 chr21 14582202 14598303 + -ENSG00000243440.6 AF165138.7 chr21 14591930 14658821 - -ENSG00000232884.7 AF127936.3 chr21 14746762 14753863 - -ENSG00000228600.1 POLR2CP chr21 14757588 14758352 + -ENSG00000226751.2 AF127936.5 chr21 14761710 14763090 - -ENSG00000225502.2 GAPDHP16 chr21 14774301 14775262 + -ENSG00000235609.7 AF127936.9 chr21 14818843 15014430 - -ENSG00000281903.2 AF127936.7 chr21 14819699 14918552 - -ENSG00000226406.1 RBMX2P1 chr21 14829154 14829989 - -ENSG00000235277.1 AF127577.8 chr21 14918534 14947096 + -ENSG00000180530.9 NRIP1 chr21 14961235 15065000 - -ENSG00000229047.1 AF127577.10 chr21 14961309 14964233 + -ENSG00000231201.1 AF127577.11 chr21 14971470 14992854 + -ENSG00000279390.1 AF127577.13 chr21 15050189 15052379 + -ENSG00000236471.1 AF127577.12 chr21 15067070 15067837 + -ENSG00000280082.1 AF246928.1 chr21 15346652 15346738 + -ENSG00000229425.1 AJ006998.2 chr21 15370522 15402305 - -ENSG00000224524.1 CYCSP42 chr21 15490530 15490767 - -ENSG00000224247.1 AJ009632.3 chr21 15493932 15496124 - -ENSG00000212564.1 RNU6-1326P chr21 15614283 15614389 + -ENSG00000221497.1 AL034449.1 chr21 15693208 15693303 + -ENSG00000226298.1 RAD23BLP chr21 15694300 15696581 - -ENSG00000155313.15 USP25 chr21 15730025 15880069 + -ENSG00000234159.1 RBPMSLP chr21 15744004 15745080 - -ENSG00000252273.1 RNU6-426P chr21 16035413 16035509 - -ENSG00000215386.10 MIR99AHG chr21 16070522 16627397 + -ENSG00000214976.2 VDAC2P1 chr21 16094415 16095372 - -ENSG00000224602.1 RPS26P5 chr21 16121310 16121644 - -ENSG00000201025.1 SNORD74 chr21 16284696 16284768 - -ENSG00000270071.1 AP001172.2 chr21 16291791 16308133 - -ENSG00000270139.1 AP001172.3 chr21 16417139 16419080 - -ENSG00000280432.1 AP000962.1 chr21 16525919 16527019 + -ENSG00000207638.1 MIR99A chr21 16539089 16539169 + -ENSG00000199030.1 MIRLET7C chr21 16539823 16539916 + -ENSG00000269950.1 AP000962.2 chr21 16574718 16582637 - -ENSG00000207863.1 MIR125B2 chr21 16590237 16590325 + -ENSG00000228798.1 AP000473.5 chr21 16630827 16640683 + -ENSG00000270093.1 AP000473.8 chr21 16643529 16645065 + -ENSG00000239023.1 RNU1-98P chr21 16718998 16719157 + -ENSG00000237735.2 AP000473.6 chr21 16754519 16815688 - -ENSG00000232886.1 AF212831.2 chr21 16862875 16873691 - -ENSG00000225735.1 NEK4P1 chr21 17210469 17211347 - -ENSG00000278181.1 AP000457.2 chr21 17296219 17296596 + -ENSG00000252462.1 RNU6-113P chr21 17431547 17431647 + -ENSG00000232560.6 LINC01549 chr21 17438890 17449185 + -ENSG00000226580.1 RPL39P40 chr21 17500679 17500824 - -ENSG00000266195.2 RN7SL163P chr21 17506453 17506728 + -ENSG00000154639.18 CXADR chr21 17512382 17593579 + -ENSG00000232260.2 BTF3L4P1 chr21 17518526 17518993 - -ENSG00000200754.1 Y_RNA chr21 17527140 17527247 - -ENSG00000199962.1 Y_RNA chr21 17576798 17576906 + -ENSG00000154640.14 BTG3 chr21 17593653 17612947 - -ENSG00000280594.1 AP000432.1 chr21 17611744 17633199 + -ENSG00000226956.1 AP000432.2 chr21 17659276 17660384 - -ENSG00000279648.1 AP000432.3 chr21 17705408 17707455 + -ENSG00000240770.5 C21orf91-OT1 chr21 17763315 17792523 - -ENSG00000154642.10 C21orf91 chr21 17788967 17819386 - -ENSG00000244676.5 AL109761.5 chr21 17793488 17810845 + -ENSG00000231755.1 CHODL-AS1 chr21 17835016 17885608 - -ENSG00000221335.1 AP000745.1 chr21 17891711 17891799 + -ENSG00000215369.3 RPL37P3 chr21 17894193 17894485 - -ENSG00000154645.13 CHODL chr21 17901263 18267373 + -ENSG00000227330.1 AP000998.2 chr21 18022370 18114904 - -ENSG00000154646.8 TMPRSS15 chr21 18269116 18485879 - -ENSG00000228708.1 AL109763.1 chr21 18477358 18486599 - -ENSG00000224141.5 AL109763.2 chr21 18561265 18760003 - -ENSG00000230233.1 AF240627.2 chr21 18614431 18650360 + -ENSG00000265841.1 MIR548X chr21 18686090 18686164 - -ENSG00000221041.2 AP001537.1 chr21 18704371 18704454 - -ENSG00000198618.5 PPIAP22 chr21 18857779 18858276 + -ENSG00000279156.1 RP4-646P19.1 chr21 18917213 18917429 + -ENSG00000232193.1 AL157359.4 chr21 18917934 18935859 - -ENSG00000226204.1 AL157359.3 chr21 18953264 18967058 - -ENSG00000235965.2 AP000431.1 chr21 19046310 19047684 - -ENSG00000229289.1 AP000431.2 chr21 19130523 19134423 + -ENSG00000226818.1 SLC6A6P1 chr21 19244543 19246392 + -ENSG00000231620.1 AP000855.4 chr21 19301613 19303739 + -ENSG00000212609.1 RNU1-139P chr21 19345148 19345312 + -ENSG00000230198.1 RPL37P4 chr21 19593841 19594108 + -ENSG00000271486.1 AP000403.3 chr21 19620695 19621545 + -ENSG00000229336.1 AP000568.2 chr21 19739709 19740150 + -ENSG00000215353.2 C1QBPP1 chr21 19759359 19760128 - -ENSG00000233480.1 AP000946.2 chr21 19893279 19899755 - -ENSG00000233236.1 AP001171.1 chr21 20256752 20258820 - -ENSG00000251851.1 RNU6-772P chr21 20355748 20355852 - -ENSG00000252963.1 RN7SKP147 chr21 20356653 20356896 + -ENSG00000233676.2 FDPSP6 chr21 20388334 20388845 + -ENSG00000234439.1 KRT18P2 chr21 20424949 20426206 - -ENSG00000233206.1 RPS3AP1 chr21 20430443 20430762 - -ENSG00000276738.1 AP001506.1 chr21 20597953 20598163 + -ENSG00000224924.6 LINC00320 chr21 20742590 20803216 - -ENSG00000215351.3 PPIAP1 chr21 20828127 20828622 - -ENSG00000154654.14 NCAM2 chr21 20998315 21543329 + -ENSG00000226771.1 AP001136.2 chr21 21223295 21226829 - -ENSG00000221210.1 AP001137.1 chr21 21397748 21397826 - -ENSG00000234730.1 AF241725.4 chr21 21566763 21615437 + -ENSG00000237527.1 AF241725.6 chr21 21655038 21686329 - -ENSG00000238265.1 LINC00317 chr21 21723293 21737319 - -ENSG00000233997.5 LINC01425 chr21 21746973 21797415 + -ENSG00000227075.1 AP000472.3 chr21 21933315 21975681 - -ENSG00000233215.5 AP000472.2 chr21 22008944 22098459 - -ENSG00000184856.6 LINC00308 chr21 22098617 22116528 + -ENSG00000234340.1 AP000705.8 chr21 22134698 22136083 - -ENSG00000231136.1 AP000705.6 chr21 22153950 22154299 - -ENSG00000202339.1 RNU4-45P chr21 22205192 22205332 + -ENSG00000226043.1 AP000705.7 chr21 22209939 22420819 + -ENSG00000223488.2 MAPK6PS2 chr21 22436290 22438349 - -ENSG00000234034.1 AP000959.2 chr21 22500604 22520058 - -ENSG00000225906.1 AP000949.1 chr21 22882582 22884000 + -ENSG00000230972.1 AP001255.2 chr21 23065491 23131206 + -ENSG00000275469.1 MIR6130 chr21 23079284 23079392 + -ENSG00000219368.3 ZNF299P chr21 23090028 23091831 - -ENSG00000231058.1 MSANTD2P1 chr21 23101223 23103074 + -ENSG00000223078.1 RNU2-55P chr21 23281736 23281909 - -ENSG00000228592.1 D21S2088E chr21 23361104 23384861 - -ENSG00000223822.2 EEF1A1P1 chr21 23390258 23390996 + -ENSG00000237569.1 TUBAP chr21 23407658 23409128 - -ENSG00000199698.1 Y_RNA chr21 23432181 23432282 - -ENSG00000227716.1 AP000459.7 chr21 23477641 23490724 + -ENSG00000277305.1 AP000960.1 chr21 23841559 23841643 - -ENSG00000231986.1 AP000474.1 chr21 23888798 23890541 - -ENSG00000235564.1 AP000477.2 chr21 23960905 23967273 - -ENSG00000226996.5 AP000477.3 chr21 24043257 24050286 + -ENSG00000224018.1 AP000470.2 chr21 24155170 24188342 - -ENSG00000224832.1 AP000469.2 chr21 24304550 24321377 - -ENSG00000237484.5 AP000476.1 chr21 24428740 24547942 + -ENSG00000226983.2 AP000235.2 chr21 24840550 25057746 + -ENSG00000227090.1 AP000402.3 chr21 24886676 24902756 - -ENSG00000230379.5 AP000146.2 chr21 24938431 24992817 - -ENSG00000237444.1 AP001342.1 chr21 25031005 25031529 - -ENSG00000244278.1 AP000235.3 chr21 25055535 25069906 + -ENSG00000232512.6 AP000233.2 chr21 25095022 25103670 + -ENSG00000274662.1 RN7SKP236 chr21 25101132 25101415 + -ENSG00000223870.1 AP000233.3 chr21 25127469 25135247 + -ENSG00000222042.1 AP000233.4 chr21 25169431 25333825 - -ENSG00000238627.1 RNA5SP489 chr21 25202207 25202315 + -ENSG00000238660.1 AP001340.1 chr21 25339005 25339099 + -ENSG00000213885.3 RPL13AP7 chr21 25361821 25362431 + -ENSG00000279534.1 AP001340.3 chr21 25371827 25372043 + -ENSG00000185433.8 LINC00158 chr21 25385820 25431701 - -ENSG00000275053.1 AP000221.2 chr21 25454736 25454842 + -ENSG00000229962.1 AP000221.1 chr21 25515473 25518338 - -ENSG00000234883.3 MIR155HG chr21 25561909 25575168 + -ENSG00000275402.1 MIR155 chr21 25573980 25574044 + -ENSG00000260583.1 AP000223.42 chr21 25582770 25583326 - -ENSG00000154719.13 MRPL39 chr21 25585656 25607517 - -ENSG00000154721.14 JAM2 chr21 25639272 25717562 + -ENSG00000237731.1 RNGTTP1 chr21 25643489 25644216 + -ENSG00000227054.1 FDX1P2 chr21 25692180 25692554 + -ENSG00000154723.12 ATP5J chr21 25716503 25735673 - -ENSG00000154727.10 GABPA chr21 25734570 25772460 + -ENSG00000235514.1 LLPHP2 chr21 25762938 25763333 - -ENSG00000142192.20 APP chr21 25880550 26171128 - -ENSG00000233783.7 AP001442.2 chr21 25928754 25942686 + -ENSG00000251972.1 RNU6-123P chr21 25943044 25943145 - -ENSG00000224541.1 AP001439.2 chr21 26158091 26175824 + -ENSG00000273492.5 AP000230.1 chr21 26170871 26217381 + -ENSG00000206802.1 RNU6-926P chr21 26190707 26190813 + -ENSG00000229025.1 AP001595.1 chr21 26349780 26350634 - -ENSG00000232692.1 AP001596.6 chr21 26378552 26471698 + -ENSG00000197934.8 CYYR1-AS1 chr21 26393635 26569252 + -ENSG00000273115.1 KB-1466C5.1 chr21 26459903 26460214 - -ENSG00000166265.11 CYYR1 chr21 26466209 26573284 - -ENSG00000154734.14 ADAMTS1 chr21 26835747 26845409 - -ENSG00000223563.1 AP001601.2 chr21 26889376 26939742 + -ENSG00000154736.5 ADAMTS5 chr21 26917912 26966513 - -ENSG00000266133.1 MIR4759 chr21 26953961 26954043 + -ENSG00000215326.3 GPX1P2 chr21 27143344 27143949 - -ENSG00000281587.1 AP001604.1 chr21 27302659 27302710 + -ENSG00000231236.2 AP001604.3 chr21 27358885 27448579 - -ENSG00000236332.1 AP001605.4 chr21 27361164 27395787 + -ENSG00000233300.1 EIF4A1P1 chr21 27367014 27367947 - -ENSG00000217026.3 RPL10P1 chr21 27420380 27421023 - -ENSG00000219592.2 NCSTNP1 chr21 27492118 27492261 + -ENSG00000234052.1 AP001607.1 chr21 27638693 27653491 + -ENSG00000225298.5 LINC00113 chr21 27722379 27751233 + -ENSG00000234083.1 AJ006995.3 chr21 27954922 27985295 + -ENSG00000178457.3 LINC00314 chr21 28013363 28023233 + -ENSG00000232079.6 AL035610.1 chr21 28048404 28137611 + -ENSG00000236532.5 AL035610.2 chr21 28116094 28228667 - -ENSG00000281339.1 AL035610.3 chr21 28150606 28150677 + -ENSG00000232855.6 AF131217.1 chr21 28439346 28674848 - -ENSG00000226935.6 LINC00161 chr21 28539318 28540355 + -ENSG00000156239.11 N6AMT1 chr21 28872191 28885371 - -ENSG00000215005.2 HSPD1P7 chr21 28887280 28889272 - -ENSG00000215317.2 THUMPD1P1 chr21 28901779 28903697 - -ENSG00000198862.13 LTN1 chr21 28928144 28992956 - -ENSG00000176054.6 RPL23P2 chr21 28997613 28998033 - -ENSG00000156253.6 RWDD2B chr21 29004384 29019378 - -ENSG00000273254.1 RP1-100J12.1 chr21 29024255 29024890 - -ENSG00000156256.14 USP16 chr21 29024629 29054488 + -ENSG00000156261.12 CCT8 chr21 29055805 29073797 - -ENSG00000231125.2 AF129075.5 chr21 29058073 29060095 - -ENSG00000156265.15 MAP3K7CL chr21 29077471 29175889 + -ENSG00000232687.1 RPL12P9 chr21 29127701 29128188 - -ENSG00000201984.1 Y_RNA chr21 29139283 29139384 - -ENSG00000212479.2 U3 chr21 29180425 29180639 - -ENSG00000224649.1 AF124730.4 chr21 29182027 29187795 - -ENSG00000215533.8 LINC00189 chr21 29193480 29288205 + -ENSG00000156273.15 BACH1 chr21 29194071 29630751 + -ENSG00000236056.1 GAPDHP14 chr21 29222321 29223257 + -ENSG00000248476.1 BACH1-IT1 chr21 29351634 29361894 + -ENSG00000273017.1 AP000240.9 chr21 29359002 29359453 + -ENSG00000232118.2 BACH1-AS1 chr21 29370019 29376339 - -ENSG00000228817.4 BACH1-IT2 chr21 29370497 29373709 + -ENSG00000234293.1 BACH1-IT3 chr21 29496047 29500386 + -ENSG00000171189.16 GRIK1 chr21 29536933 29940033 - -ENSG00000273464.1 RP11-313P22.1 chr21 29657406 29657831 + -ENSG00000281868.1 AP000237.1 chr21 29712038 29712125 + -ENSG00000174680.9 GRIK1-AS1 chr21 29748175 29764002 + -ENSG00000259981.1 AF096876.1 chr21 30089717 30097836 + -ENSG00000156282.4 CLDN17 chr21 30165564 30166756 - -ENSG00000227342.1 LINC00307 chr21 30209151 30211783 - -ENSG00000156284.5 CLDN8 chr21 30214006 30216073 - -ENSG00000225267.1 RPL8P2 chr21 30263380 30263881 - -ENSG00000188694.5 KRTAP24-1 chr21 30281309 30282958 - -ENSG00000232263.1 KRTAP25-1 chr21 30289145 30289514 - -ENSG00000197683.4 KRTAP26-1 chr21 30319124 30320316 - -ENSG00000206107.2 KRTAP27-1 chr21 30337013 30337694 - -ENSG00000182816.7 KRTAP13-2 chr21 30348075 30425912 - -ENSG00000186980.6 KRTAP23-1 chr21 30348399 30348609 - -ENSG00000250973.1 KRTAP13-6P chr21 30356515 30356885 - -ENSG00000265007.1 MIR4327 chr21 30375294 30375378 - -ENSG00000198390.4 KRTAP13-1 chr21 30396074 30396822 + -ENSG00000240432.3 KRTAP13-3 chr21 30425265 30425968 - -ENSG00000186971.3 KRTAP13-4 chr21 30430230 30431026 + -ENSG00000233640.2 KRTAP13-5P chr21 30436466 30436964 - -ENSG00000186970.4 KRTAP15-1 chr21 30440275 30440945 + -ENSG00000184351.7 KRTAP19-1 chr21 30479699 30480344 - -ENSG00000244025.3 KRTAP19-3 chr21 30480048 30491985 - -ENSG00000186965.4 KRTAP19-2 chr21 30487057 30487436 - -ENSG00000186967.6 KRTAP19-4 chr21 30496824 30497133 - -ENSG00000186977.2 KRTAP19-5 chr21 30501657 30502117 - -ENSG00000237841.1 KRTAP19-9P chr21 30510307 30510497 - -ENSG00000235312.1 KRTAP19-10P chr21 30514613 30514799 - -ENSG00000218125.1 AP000567.27 chr21 30526546 30526701 - -ENSG00000236612.1 KRTAP19-11P chr21 30537278 30537381 - -ENSG00000186925.6 KRTAP19-6 chr21 30541535 30541864 - -ENSG00000244362.2 KRTAP19-7 chr21 30541660 30561314 - -ENSG00000206106.2 KRTAP22-2 chr21 30590105 30590397 - -ENSG00000212938.3 KRTAP6-3 chr21 30592440 30593075 + -ENSG00000186930.4 KRTAP6-2 chr21 30598590 30598902 - -ENSG00000186924.3 KRTAP22-1 chr21 30601087 30601382 + -ENSG00000184724.5 KRTAP6-1 chr21 30613431 30613930 - -ENSG00000244624.3 KRTAP20-1 chr21 30616425 30616699 + -ENSG00000206105.2 KRTAP20-4 chr21 30620627 30620850 + -ENSG00000184032.2 KRTAP20-2 chr21 30635236 30635619 + -ENSG00000206104.2 KRTAP20-3 chr21 30642864 30643136 + -ENSG00000231068.1 KRTAP21-3 chr21 30718525 30718777 - -ENSG00000236400.1 KRTAP21-4P chr21 30741780 30742595 - -ENSG00000187026.2 KRTAP21-2 chr21 30746794 30747233 - -ENSG00000187005.4 KRTAP21-1 chr21 30754830 30755428 - -ENSG00000238257.1 AP000244.11 chr21 30762682 30762882 - -ENSG00000233036.1 KRTAP8-2P chr21 30802242 30802427 - -ENSG00000227840.1 KRTAP8-3P chr21 30806932 30807119 - -ENSG00000183640.5 KRTAP8-1 chr21 30812697 30813252 - -ENSG00000274749.1 KRTAP7-1 chr21 30829039 30829759 - -ENSG00000182591.5 KRTAP11-1 chr21 30880644 30881555 - -ENSG00000206102.2 KRTAP19-8 chr21 31038159 31038476 - -ENSG00000228941.1 UBE3AP2 chr21 31060600 31063168 - -ENSG00000156299.12 TIAM1 chr21 31118416 31559977 - -ENSG00000237325.3 AP000563.2 chr21 31452466 31453223 + -ENSG00000237594.2 AP000251.3 chr21 31559245 31560487 + -ENSG00000230870.2 FBXW11P1 chr21 31627127 31628600 - -ENSG00000234509.1 AP000253.1 chr21 31653593 31659500 - -ENSG00000142168.14 SOD1 chr21 31659622 31668931 + -ENSG00000238390.1 SNORA81 chr21 31664306 31664482 + -ENSG00000273271.1 AP000254.8 chr21 31666728 31667247 - -ENSG00000156304.14 SCAF4 chr21 31671033 31732075 - -ENSG00000229046.1 HMGN1P2 chr21 31706555 31706864 + -ENSG00000273091.1 AP000255.6 chr21 31735732 31736407 + -ENSG00000234107.1 TPT1P1 chr21 31840341 31840858 + -ENSG00000142149.8 HUNK chr21 31873315 32044633 + -ENSG00000237138.1 HUNK-AS1 chr21 32020966 32021782 - -ENSG00000230323.5 LINC00159 chr21 32080316 32197813 - -ENSG00000264055.1 AP000261.1 chr21 32151905 32152008 + -ENSG00000261610.1 AP000265.1 chr21 32259804 32261585 - -ENSG00000159055.3 MIS18A chr21 32268219 32279069 - -ENSG00000227256.1 MIS18A-AS1 chr21 32277863 32280988 + -ENSG00000170262.12 MRAP chr21 32291813 32314784 + -ENSG00000232623.1 AP000266.7 chr21 32306464 32308737 - -ENSG00000142207.6 URB1 chr21 32311018 32393026 - -ENSG00000200792.1 SNORA80A chr21 32377187 32377322 - -ENSG00000256073.3 URB1-AS1 chr21 32393130 32393960 + -ENSG00000166979.12 EVA1C chr21 32412006 32515397 + -ENSG00000229007.1 EXOSC3P1 chr21 32496812 32497311 + -ENSG00000252045.1 SNORA33 chr21 32538299 32538434 + -ENSG00000252950.1 RNA5SP490 chr21 32563075 32563210 + -ENSG00000186842.4 LINC00846 chr21 32572238 32575881 - -ENSG00000242220.6 TCP10L chr21 32574841 32587373 - -ENSG00000265590.9 AP000275.65 chr21 32578822 32612281 - -ENSG00000159079.18 C21orf59 chr21 32592079 32612866 - -ENSG00000228433.1 OR7E23P chr21 32621049 32622096 + -ENSG00000238220.1 AP000275.64 chr21 32624416 32625096 - -ENSG00000159082.17 SYNJ1 chr21 32628759 32728048 - -ENSG00000238197.5 PAXBP1-AS1 chr21 32728115 32743122 + -ENSG00000273662.1 AP000279.1 chr21 32730987 32731044 + -ENSG00000159086.14 PAXBP1 chr21 32733899 32771858 - -ENSG00000205930.8 C21orf62-AS1 chr21 32772100 32893735 + -ENSG00000279690.1 AP000280.66 chr21 32790673 32791504 - -ENSG00000205929.9 C21orf62 chr21 32790674 32813743 - -ENSG00000224427.1 AP000281.1 chr21 32841496 32841811 - -ENSG00000207098.1 SNORA70 chr21 32841861 32841995 - -ENSG00000232360.1 AP000281.2 chr21 32844367 32849934 - -ENSG00000227757.3 AP000282.2 chr21 32913649 33071104 - -ENSG00000228961.1 AP000282.3 chr21 32958888 32960566 + -ENSG00000205927.4 OLIG2 chr21 33025845 33029196 + -ENSG00000232539.1 LINC00945 chr21 33057829 33064983 + -ENSG00000184221.12 OLIG1 chr21 33070144 33072420 + -ENSG00000226527.1 AP000289.6 chr21 33111699 33123703 - -ENSG00000226433.1 AP000290.7 chr21 33156632 33159110 + -ENSG00000229086.3 LINC01548 chr21 33165470 33170236 - -ENSG00000281214.1 AP000290.1 chr21 33167128 33167262 + -ENSG00000159110.19 IFNAR2 chr21 33229901 33265675 + -ENSG00000249624.8 AP000295.9 chr21 33246774 33283212 + -ENSG00000223799.1 IL10RB-AS1 chr21 33263873 33266260 - -ENSG00000243646.8 IL10RB chr21 33266358 33297234 + -ENSG00000272659.1 AP000295.10 chr21 33309491 33310181 + -ENSG00000142166.12 IFNAR1 chr21 33324477 33359862 + -ENSG00000226501.2 USF1P1 chr21 33334571 33335096 + -ENSG00000159128.14 IFNGR2 chr21 33402896 33479348 + -ENSG00000142188.16 TMEM50B chr21 33432485 33480011 - -ENSG00000215088.3 RPS5P3 chr21 33481580 33482195 - -ENSG00000231355.1 AP000302.58 chr21 33482499 33484258 - -ENSG00000177692.11 DNAJC28 chr21 33485530 33491720 - -ENSG00000159131.16 GART chr21 33503931 33543491 - -ENSG00000233956.1 BTF3P6 chr21 33518610 33519108 - -ENSG00000159140.17 SON chr21 33542618 33577481 + -ENSG00000275224.1 MIR6501 chr21 33550662 33550728 + -ENSG00000159147.17 DONSON chr21 33559542 33588708 - -ENSG00000249209.2 AP000304.12 chr21 33584687 33931607 - -ENSG00000205758.11 CRYZL1 chr21 33589341 33643926 - -ENSG00000205726.13 ITSN1 chr21 33642400 33899861 + -ENSG00000241837.6 ATP5O chr21 33903453 33915980 - -ENSG00000237945.7 LINC00649 chr21 33915534 33977691 + -ENSG00000244294.3 RN7SL740P chr21 33918995 33919338 - -ENSG00000273102.1 AP000569.9 chr21 33967101 33968573 - -ENSG00000243927.5 MRPS6 chr21 34073224 34143034 + -ENSG00000198743.5 SLC5A3 chr21 34073570 34106260 + -ENSG00000272657.1 AP000320.7 chr21 34073592 34360033 + -ENSG00000224598.1 RPS5P2 chr21 34135432 34136071 - -ENSG00000227456.7 LINC00310 chr21 34157724 34190244 + -ENSG00000214955.5 AP000318.2 chr21 34205055 34325034 + -ENSG00000159197.3 KCNE2 chr21 34364024 34371389 + -ENSG00000225555.1 AP000320.6 chr21 34370802 34375348 - -ENSG00000205670.10 SMIM11 chr21 34375480 34407866 + -ENSG00000222018.1 C21orf140 chr21 34400317 34401072 - -ENSG00000273104.1 CMP21-97G8.1 chr21 34412200 34412587 + -ENSG00000243627.4 AP000322.53 chr21 34418715 34423966 - -ENSG00000272958.1 CMP21-97G8.2 chr21 34425508 34426017 + -ENSG00000180509.11 KCNE1 chr21 34446688 34512275 - -ENSG00000221398.1 SNORA11 chr21 34456110 34456237 - -ENSG00000159200.17 RCAN1 chr21 34513142 34615142 - -ENSG00000159212.12 CLIC6 chr21 34669389 34718227 + -ENSG00000230978.1 LINC00160 chr21 34723807 34737181 - -ENSG00000234380.1 LINC01426 chr21 34745757 34784886 + -ENSG00000159216.18 RUNX1 chr21 34787801 36004667 - -ENSG00000234703.1 AF015262.2 chr21 35136638 35139222 + -ENSG00000223671.2 RPL34P3 chr21 35472095 35472432 - -ENSG00000231300.1 EZH2P1 chr21 35599732 35600022 - -ENSG00000230794.1 AF015720.3 chr21 35713139 35732942 - -ENSG00000211590.1 MIR802 chr21 35720715 35720808 + -ENSG00000229761.1 RPS20P1 chr21 35724747 35725100 - -ENSG00000234008.5 PPP1R2P2 chr21 35887195 35887807 + -ENSG00000280170.1 FKSG68 chr21 35898055 35898429 - -ENSG00000231106.2 LINC01436 chr21 36005338 36007838 + -ENSG00000214914.3 RPL23AP3 chr21 36016079 36016546 - -ENSG00000185917.13 SETD4 chr21 36034541 36079389 - -ENSG00000189089.5 RIMKLBP1 chr21 36050214 36051377 + -ENSG00000236677.1 AP000688.11 chr21 36060432 36064408 + -ENSG00000200213.1 RNU6-992P chr21 36066545 36066652 + -ENSG00000230212.6 AP000688.14 chr21 36069642 36126640 - -ENSG00000159228.12 CBR1 chr21 36069941 36073166 + -ENSG00000236119.1 AP000688.15 chr21 36082859 36090414 + -ENSG00000233393.1 AP000688.29 chr21 36104881 36109690 + -ENSG00000226054.2 MEMO1P1 chr21 36130489 36131376 + -ENSG00000236830.6 CBR3-AS1 chr21 36131767 36175815 - -ENSG00000214889.3 RPS9P1 chr21 36132450 36133032 + -ENSG00000159231.5 CBR3 chr21 36134912 36146566 + -ENSG00000142197.12 DOPEY2 chr21 36156782 36294274 + -ENSG00000228149.1 RPL3P1 chr21 36168970 36170180 - -ENSG00000214867.3 SRSF9P1 chr21 36295173 36295702 - -ENSG00000273199.1 AP000692.10 chr21 36319792 36320670 - -ENSG00000159256.12 MORC3 chr21 36320189 36386148 + -ENSG00000228107.1 AP000692.9 chr21 36360630 36362040 + -ENSG00000159259.7 CHAF1B chr21 36385378 36419015 + -ENSG00000224421.1 ATP5J2LP chr21 36388878 36389112 - -ENSG00000230479.1 AP000695.6 chr21 36430360 36481070 + -ENSG00000233818.1 AP000695.4 chr21 36445731 36532408 + -ENSG00000159261.10 CLDN14 chr21 36460621 36576569 - -ENSG00000279365.1 KB-176G8.1 chr21 36485867 36487760 + -ENSG00000223741.1 PSMD4P1 chr21 36485983 36487411 - -ENSG00000231324.1 AP000696.2 chr21 36632681 36637033 - -ENSG00000224269.1 AP000697.6 chr21 36698773 36701564 - -ENSG00000159263.15 SIM2 chr21 36699133 36749917 + -ENSG00000159267.14 HLCS chr21 36750888 36990236 - -ENSG00000237646.1 HLCS-IT1 chr21 36803984 36806284 - -ENSG00000199806.1 RNA5SP491 chr21 36851911 36852028 + -ENSG00000270652.1 DPRXP5 chr21 36943267 36944125 + -ENSG00000224790.1 AP000704.5 chr21 36966512 36971828 + -ENSG00000207416.1 Y_RNA chr21 36986739 36986851 - -ENSG00000215734.3 MRPL20P1 chr21 36994643 36995075 + -ENSG00000183145.8 RIPPLY3 chr21 37006150 37019659 + -ENSG00000212136.1 RNU6-696P chr21 37045530 37045636 + -ENSG00000185808.13 PIGP chr21 37059170 37073170 - -ENSG00000182670.13 TTC3 chr21 37073226 37203112 + -ENSG00000270116.1 AP001429.1 chr21 37100814 37101343 + -ENSG00000228677.1 TTC3-AS1 chr21 37187666 37193926 - -ENSG00000230366.9 DSCR9 chr21 37208503 37221736 + -ENSG00000263969.2 RN7SL678P chr21 37215605 37215903 + -ENSG00000242553.1 AP001432.14 chr21 37221419 37237744 + -ENSG00000157538.13 DSCR3 chr21 37223420 37267919 - -ENSG00000272948.2 AP001412.1 chr21 37267784 37268497 + -ENSG00000273210.1 AP001437.1 chr21 37365477 37365932 - -ENSG00000157540.19 DYRK1A chr21 37365790 37517450 + -ENSG00000157542.9 KCNJ6 chr21 37607376 37916446 - -ENSG00000233213.1 KCNJ6-AS1 chr21 37717102 37719569 - -ENSG00000184029.9 DSCR4 chr21 37951425 38121360 - -ENSG00000223608.1 DSCR4-IT1 chr21 38006544 38010618 - -ENSG00000198054.11 DSCR8 chr21 38121451 38188016 + -ENSG00000157551.17 KCNJ15 chr21 38157034 38307357 + -ENSG00000270835.2 AP001425.14 chr21 38204141 38206080 - -ENSG00000233316.3 DSCR10 chr21 38206156 38208644 + -ENSG00000226012.1 AP001434.2 chr21 38237217 38238201 - -ENSG00000231123.1 SPATA20P1 chr21 38238227 38238664 - -ENSG00000231231.5 LINC01423 chr21 38323635 38333421 - -ENSG00000157554.18 ERG chr21 38380027 38661780 - -ENSG00000231480.1 SNRPGP13 chr21 38502445 38502621 + -ENSG00000223806.7 LINC00114 chr21 38739021 38747460 - -ENSG00000157557.11 ETS2 chr21 38805307 38824955 + -ENSG00000229986.1 AP001042.1 chr21 38846247 38848644 + -ENSG00000205622.9 AF064858.6 chr21 38863676 38956467 - -ENSG00000229925.1 AP001043.1 chr21 38888772 38903905 + -ENSG00000272015.1 SNORA62 chr21 38894785 38894867 + -ENSG00000227721.1 RPSAP64 chr21 38894917 38895252 + -ENSG00000232837.1 AF064858.7 chr21 38974429 38977774 - -ENSG00000235888.1 AF064858.8 chr21 38988707 39006153 - -ENSG00000237721.1 AF064858.11 chr21 39006648 39011329 - -ENSG00000237609.1 AF064858.10 chr21 39028536 39029128 - -ENSG00000228861.5 RPL23AP12 chr21 39127568 39128040 + -ENSG00000235701.1 PCBP2P1 chr21 39171130 39172106 - -ENSG00000276873.1 uc_338 chr21 39171462 39171560 - -ENSG00000183527.11 PSMG1 chr21 39174769 39183851 - -ENSG00000185658.13 BRWD1 chr21 39184176 39321559 - -ENSG00000272991.1 AF129408.17 chr21 39184469 39184899 + -ENSG00000232608.1 TIMM9P2 chr21 39216624 39217506 + -ENSG00000237373.1 BRWD1-IT1 chr21 39217093 39219805 - -ENSG00000229623.1 METTL21AP1 chr21 39235386 39236020 - -ENSG00000255568.3 BRWD1-AS2 chr21 39313935 39314962 + -ENSG00000238141.2 BRWD1-AS1 chr21 39315707 39323218 + -ENSG00000205581.10 HMGN1 chr21 39342315 39349647 - -ENSG00000252915.1 Y_RNA chr21 39344537 39344628 + -ENSG00000227406.1 RNF6P1 chr21 39373763 39377066 - -ENSG00000182093.14 WRB chr21 39380244 39428528 + -ENSG00000157578.13 LCA5L chr21 39405844 39445805 - -ENSG00000185437.13 SH3BGR chr21 39445855 39515506 + -ENSG00000275523.1 MIR6508 chr21 39447010 39447069 + -ENSG00000235808.1 MYL6P2 chr21 39488327 39488760 + -ENSG00000228349.1 RPS26P4 chr21 39491544 39491898 - -ENSG00000235012.1 AF121897.4 chr21 39525583 39529855 + -ENSG00000183778.17 B3GALT5 chr21 39556442 39673137 + -ENSG00000184809.12 B3GALT5-AS1 chr21 39597147 39612821 - -ENSG00000225330.1 AF064860.5 chr21 39630271 39726085 + -ENSG00000231713.2 AF064860.7 chr21 39727755 39730680 + -ENSG00000183067.5 IGSF5 chr21 39745407 39802096 + -ENSG00000183036.10 PCP4 chr21 39867317 39929397 + -ENSG00000171587.14 DSCAM chr21 40010999 40847139 - -ENSG00000263973.1 MIR4760 chr21 40212352 40212431 - -ENSG00000235123.5 DSCAM-AS1 chr21 40383083 40385358 + -ENSG00000207147.1 SNORA51 chr21 40513144 40513279 + -ENSG00000233756.5 DSCAM-IT1 chr21 40615378 40630767 - -ENSG00000230859.1 YRDCP3 chr21 40863994 40864473 + -ENSG00000226496.2 LINC00323 chr21 41141493 41148133 - -ENSG00000263681.1 MIR3197 chr21 41167557 41167629 + -ENSG00000182240.15 BACE2 chr21 41167801 41282518 + -ENSG00000280109.1 PLAC4 chr21 41175231 41185239 - -ENSG00000225745.8 PLAC4 chr21 41176322 41186788 - -ENSG00000224388.1 BACE2-IT1 chr21 41180097 41180626 + -ENSG00000183844.16 FAM3B chr21 41304212 41357431 + -ENSG00000183486.12 MX2 chr21 41361943 41409390 + -ENSG00000157601.13 MX1 chr21 41420304 41459214 + -ENSG00000228318.3 AP001610.5 chr21 41441056 41445708 - -ENSG00000184012.11 TMPRSS2 chr21 41464551 41531116 - -ENSG00000207503.1 SNORA32 chr21 41539206 41539326 + -ENSG00000232806.1 AP001610.9 chr21 41559125 41562958 - -ENSG00000223400.1 AP006748.1 chr21 41576135 41581319 - -ENSG00000227702.1 LINC00111 chr21 41679181 41697336 + -ENSG00000236384.7 LINC00479 chr21 41711520 41715775 - -ENSG00000232401.1 LINC00112 chr21 41716436 41717580 + -ENSG00000183421.11 RIPK4 chr21 41739369 41767106 - -ENSG00000236883.1 AP001615.9 chr21 41739373 41741308 + -ENSG00000275166.1 MIR6814 chr21 41746772 41746841 - -ENSG00000141956.13 PRDM15 chr21 41798225 41879482 - -ENSG00000236545.1 AP001619.3 chr21 41870633 41872054 + -ENSG00000227698.1 AP001619.2 chr21 41874756 41877613 - -ENSG00000251778.1 SNORA3 chr21 41882205 41882300 + -ENSG00000157617.16 C2CD2 chr21 41885112 41953890 - -ENSG00000275439.1 AP001619.1 chr21 41922177 41922274 - -ENSG00000173276.13 ZBTB21 chr21 41986831 42010387 - -ENSG00000237232.7 ZNF295-AS1 chr21 42009194 42024924 + -ENSG00000177398.18 UMODL1 chr21 42062959 42143453 + -ENSG00000184385.2 UMODL1-AS1 chr21 42102134 42108534 - -ENSG00000160179.18 ABCG1 chr21 42199689 42297244 + -ENSG00000223262.1 RNA5SP492 chr21 42221173 42221286 + -ENSG00000160180.15 TFF3 chr21 42311667 42315651 - -ENSG00000160181.8 TFF2 chr21 42346357 42351128 - -ENSG00000160182.2 TFF1 chr21 42362282 42366594 - -ENSG00000160183.13 TMPRSS3 chr21 42371890 42396846 - -ENSG00000160185.13 UBASH3A chr21 42403899 42447681 + -ENSG00000252619.1 RNU6-1149P chr21 42417497 42417593 - -ENSG00000160188.9 RSPH1 chr21 42472486 42496354 - -ENSG00000160190.13 SLC37A1 chr21 42496008 42581440 + -ENSG00000239930.2 AP001625.4 chr21 42496539 42497443 + -ENSG00000231867.1 AP001625.5 chr21 42508624 42509661 + -ENSG00000235772.1 AP001625.6 chr21 42560374 42561934 - -ENSG00000225431.1 AP001626.1 chr21 42599280 42615058 - -ENSG00000235023.1 AP001626.2 chr21 42648271 42651244 - -ENSG00000160191.17 PDE9A chr21 42653636 42775509 + -ENSG00000225731.1 AP001627.1 chr21 42733594 42741758 - -ENSG00000233754.1 AP001628.7 chr21 42781074 42782233 - -ENSG00000225218.1 AP001628.6 chr21 42831040 42836477 - -ENSG00000160193.11 WDR4 chr21 42843094 42879568 - -ENSG00000160194.17 NDUFV3 chr21 42879644 42913304 + -ENSG00000233056.2 ERVH48-1 chr21 42916803 42925646 - -ENSG00000264580.1 MIR5692B chr21 42950928 42951014 - -ENSG00000224100.1 AP001630.5 chr21 42964639 42965363 - -ENSG00000160199.14 PKNOX1 chr21 42974510 43033931 + -ENSG00000160200.17 CBS chr21 43053191 43076943 - -ENSG00000160201.11 U2AF1 chr21 43092956 43107587 - -ENSG00000232777.1 MRPL51P2 chr21 43115334 43115709 - -ENSG00000264009.1 AP001631.1 chr21 43127520 43127619 + -ENSG00000236663.1 AP001631.9 chr21 43140523 43141092 - -ENSG00000228120.2 AP001631.10 chr21 43159066 43162277 - -ENSG00000160202.7 CRYAA chr21 43169008 43172805 + -ENSG00000237864.1 LINC00322 chr21 43322417 43332039 - -ENSG00000237989.1 AP001046.5 chr21 43358147 43362349 - -ENSG00000225637.1 AP001046.6 chr21 43363332 43366566 + -ENSG00000142178.7 SIK1 chr21 43414515 43427128 - -ENSG00000188660.3 LINC00319 chr21 43446601 43453893 + -ENSG00000185186.8 LINC00313 chr21 43462094 43479534 - -ENSG00000223975.1 AP001048.4 chr21 43465309 43467298 + -ENSG00000160207.8 HSF2BP chr21 43529192 43659493 - -ENSG00000214326.2 RPL31P1 chr21 43551229 43551600 + -ENSG00000234289.5 H2BFS chr21 43565189 43565648 + -ENSG00000278433.1 MIR6070 chr21 43609887 43609989 - -ENSG00000160208.12 RRP1B chr21 43659548 43696079 + -ENSG00000160209.18 PDXK chr21 43719094 43762307 + -ENSG00000281420.1 AP001052.1 chr21 43748365 43748468 - -ENSG00000160213.5 CSTB chr21 43772512 43776445 - -ENSG00000234030.1 TMEM97P1 chr21 43783123 43783573 + -ENSG00000160214.12 RRP1 chr21 43789513 43805293 + -ENSG00000215458.8 AATBC chr21 43805758 43812567 - -ENSG00000226543.3 MYL6P1 chr21 43855890 43856342 - -ENSG00000160216.18 AGPAT3 chr21 43865186 43986536 + -ENSG00000199598.1 RNU6-859P chr21 43919795 43919901 - -ENSG00000252606.1 RNU6-1150P chr21 43996322 43996420 - -ENSG00000160218.12 TRAPPC10 chr21 44012319 44106552 + -ENSG00000213440.2 H2AFZP1 chr21 44046347 44047041 - -ENSG00000241945.7 PWP2 chr21 44107290 44131181 + -ENSG00000160221.16 C21orf33 chr21 44133605 44145723 + -ENSG00000225331.1 AP001055.6 chr21 44158740 44160076 - -ENSG00000237604.1 AP001056.1 chr21 44175489 44176453 + -ENSG00000232124.1 AP001057.1 chr21 44201290 44202696 + -ENSG00000232698.1 AP001058.3 chr21 44206525 44207399 - -ENSG00000160223.16 ICOSLG chr21 44222991 44240966 - -ENSG00000278158.1 AP001059.6 chr21 44241847 44242081 + -ENSG00000275799.1 AP001059.7 chr21 44244545 44244993 + -ENSG00000142182.8 DNMT3L chr21 44246339 44262216 - -ENSG00000232010.1 AP001059.5 chr21 44250813 44251520 + -ENSG00000160224.16 AIRE chr21 44285838 44298648 + -ENSG00000141959.16 PFKL chr21 44300051 44327376 + -ENSG00000241728.5 AP001062.8 chr21 44328944 44330221 - -ENSG00000160226.15 C21orf2 chr21 44328944 44339402 - -ENSG00000184441.4 AP001062.7 chr21 44331234 44335851 + -ENSG00000232969.1 AP001062.9 chr21 44339376 44340470 + -ENSG00000260256.1 AP001063.1 chr21 44347767 44348295 - -ENSG00000142185.16 TRPM2 chr21 44350163 44443081 + -ENSG00000230061.2 TRPM2-AS chr21 44414588 44425272 - -ENSG00000266692.1 snoZ6 chr21 44437121 44437175 + -ENSG00000264452.1 snoZ6 chr21 44439035 44439110 + -ENSG00000229356.1 LRRC3-AS1 chr21 44450986 44455284 - -ENSG00000160233.7 LRRC3 chr21 44455486 44462196 + -ENSG00000224747.1 AP001065.7 chr21 44469929 44472516 - -ENSG00000223431.1 MTND6P21 chr21 44472895 44473739 + -ENSG00000227999.1 MTND5P1 chr21 44473723 44475097 - -ENSG00000274225.1 KB-68A7.1 chr21 44477850 44478493 + -ENSG00000228709.1 AP001065.15 chr21 44485577 44490288 + -ENSG00000277352.1 KB-68A7.2 chr21 44494874 44495519 + -ENSG00000175894.14 TSPEAR chr21 44497892 44711580 - -ENSG00000235890.2 TSPEAR-AS1 chr21 44506807 44516575 + -ENSG00000182912.6 TSPEAR-AS2 chr21 44517216 44525952 + -ENSG00000215455.4 KRTAP10-1 chr21 44538981 44540195 - -ENSG00000205445.3 KRTAP10-2 chr21 44550357 44551505 - -ENSG00000212935.1 KRTAP10-3 chr21 44557790 44558760 - -ENSG00000215454.5 KRTAP10-4 chr21 44573729 44575371 + -ENSG00000241123.1 KRTAP10-5 chr21 44579455 44580604 - -ENSG00000188155.9 KRTAP10-6 chr21 44579737 44592505 - -ENSG00000272804.2 KRTAP10-7 chr21 44600597 44612906 + -ENSG00000187766.1 KRTAP10-8 chr21 44612079 44612954 + -ENSG00000221837.5 KRTAP10-9 chr21 44627123 44628293 + -ENSG00000221859.2 KRTAP10-10 chr21 44637356 44638455 + -ENSG00000243489.3 KRTAP10-11 chr21 44646414 44697984 + -ENSG00000205439.9 KRTAP12-3 chr21 44646657 44658341 + -ENSG00000212933.1 KRTAP12-4 chr21 44654213 44654659 - -ENSG00000221864.4 KRTAP12-2 chr21 44666189 44666927 - -ENSG00000229880.1 IMMTP1 chr21 44675868 44678086 - -ENSG00000187175.5 KRTAP12-1 chr21 44681576 44682163 - -ENSG00000276647.1 RP1-225L15.1 chr21 44686358 44686629 + -ENSG00000189169.7 KRTAP10-12 chr21 44697172 44698044 + -ENSG00000236382.1 KRTAP10-13P chr21 44702221 44702791 + -ENSG00000184787.18 UBE2G2 chr21 44768580 44802019 - -ENSG00000236519.1 LINC01424 chr21 44802577 44804717 + -ENSG00000184900.15 SUMO3 chr21 44805617 44818779 - -ENSG00000183255.11 PTTG1IP chr21 44849585 44873903 - -ENSG00000160255.16 ITGB2 chr21 44885953 44931989 - -ENSG00000227039.6 ITGB2-AS1 chr21 44921051 44929678 + -ENSG00000273027.1 LL21NC02-1C16.1 chr21 44929653 44930112 - -ENSG00000183250.11 LINC01547 chr21 44932814 44939913 - -ENSG00000272825.1 LL21NC02-1C16.2 chr21 44936303 44936954 + -ENSG00000160256.12 FAM207A chr21 44940010 44976989 + -ENSG00000276529.1 AP001505.10 chr21 44978832 44979274 + -ENSG00000234880.1 LINC00163 chr21 44989864 44994086 - -ENSG00000261706.1 LINC00165 chr21 44994362 44995185 - -ENSG00000275874.1 LINC00162 chr21 44999208 45004727 - -ENSG00000235374.2 SSR4P1 chr21 45070952 45074165 - -ENSG00000197381.15 ADARB1 chr21 45073853 45226560 + -ENSG00000267857.2 RP5-1023B21.1 chr21 45100487 45101094 - -ENSG00000182586.7 LINC00334 chr21 45234340 45258730 + -ENSG00000186866.16 POFUT2 chr21 45263928 45287898 - -ENSG00000215447.7 BX322557.10 chr21 45288052 45291738 + -ENSG00000223768.1 LINC00205 chr21 45293285 45297354 + -ENSG00000184274.3 LINC00315 chr21 45300245 45305257 - -ENSG00000229382.1 BX322557.13 chr21 45336707 45338665 + -ENSG00000237664.1 LINC00316 chr21 45338590 45341990 - -ENSG00000228930.1 MTCO1P3 chr21 45376191 45376382 - -ENSG00000228355.1 BX322559.3 chr21 45378201 45379635 - -ENSG00000273796.1 LL21NC02-21A1.1 chr21 45403809 45404369 - -ENSG00000182871.14 COL18A1 chr21 45405137 45513720 + -ENSG00000224574.1 COL18A1-AS2 chr21 45407386 45410065 - -ENSG00000183535.9 COL18A1-AS1 chr21 45419716 45425070 - -ENSG00000275167.1 MIR6815 chr21 45478266 45478326 + -ENSG00000173638.18 SLC19A1 chr21 45493572 45544411 - -ENSG00000233922.2 AL133493.2 chr21 45593654 45603056 + -ENSG00000183570.16 PCBP3 chr21 45643694 45942454 + -ENSG00000275139.1 RP1-101D8.1 chr21 45759804 45763758 - -ENSG00000205424.1 AL592528.1 chr21 45827961 45836419 - -ENSG00000276633.1 AJ011931.1 chr21 45870854 45873345 + -ENSG00000280604.1 PCBP3-OT1 chr21 45914296 45919483 + -ENSG00000274248.1 AJ011932.1 chr21 45974489 45974953 + -ENSG00000142156.14 COL6A1 chr21 45981737 46005050 + -ENSG00000224413.1 AP001476.2 chr21 46037052 46039807 + -ENSG00000228235.1 AP001476.4 chr21 46052596 46053105 + -ENSG00000226115.1 AP001476.3 chr21 46056516 46057567 + -ENSG00000233767.1 PSMA6P3 chr21 46072085 46072248 - -ENSG00000227438.1 AP001471.1 chr21 46093264 46097530 - -ENSG00000142173.14 COL6A2 chr21 46098097 46132849 + -ENSG00000160282.13 FTCD chr21 46136262 46155567 - -ENSG00000237338.1 FTCD-AS1 chr21 46151614 46152647 + -ENSG00000160284.14 SPATC1L chr21 46161148 46184476 - -ENSG00000228404.1 AP001468.58 chr21 46185079 46188941 + -ENSG00000160285.14 LSS chr21 46188141 46228824 - -ENSG00000223901.2 AP001469.5 chr21 46220269 46225364 + -ENSG00000215424.9 MCM3AP-AS1 chr21 46229217 46259390 + -ENSG00000160294.10 MCM3AP chr21 46235126 46286297 - -ENSG00000228137.1 AP001469.7 chr21 46246890 46247682 + -ENSG00000239415.1 AP001469.9 chr21 46251549 46254133 - -ENSG00000182362.13 YBEY chr21 46286337 46297751 + -ENSG00000160298.17 C21orf58 chr21 46300181 46323875 - -ENSG00000160299.16 PCNT chr21 46324122 46445769 + -ENSG00000281637.1 Metazoa_SRP chr21 46326919 46327224 - -ENSG00000225043.1 RPL18AP2 chr21 46420553 46421034 - -ENSG00000160305.17 DIP2A chr21 46458899 46569852 + -ENSG00000223692.1 DIP2A-IT1 chr21 46462471 46469306 + -ENSG00000202239.1 RNU6-396P chr21 46525618 46525722 + -ENSG00000160307.9 S100B chr21 46598962 46605208 - -ENSG00000160310.16 PRMT2 chr21 46635167 46665124 + -ENSG00000230982.1 DSTNP1 chr21 46653558 46654022 - -ENSG00000212932.3 RPL23AP4 chr21 46690764 46691226 + -ENSG00000277248.1 U2 chr22 10736171 10736283 - -ENSG00000274237.1 CU459211.1 chr22 10936023 10936161 - -ENSG00000280363.1 CU104787.1 chr22 11065974 11067346 - -ENSG00000279973.1 BAGE5 chr22 11066501 11068089 + -ENSG00000226444.2 ACTR3BP6 chr22 11124337 11125705 + -ENSG00000276871.1 5_8S_rRNA chr22 11249809 11249959 - -ENSG00000277683.1 AC137488.1 chr22 11253605 11253719 - -ENSG00000277821.1 AC137488.2 chr22 11275565 11275637 - -ENSG00000273663.1 CU013544.1 chr22 11456856 11456937 + -ENSG00000278534.1 CT867976.1 chr22 11478158 11478241 - -ENSG00000278398.1 CT867977.1 chr22 11607867 11607939 - -ENSG00000274416.1 CT978678.1 chr22 11628660 11628774 + -ENSG00000278297.1 CU459202.1 chr22 11685895 11685976 + -ENSG00000277861.1 AC116618.1 chr22 12629372 12629473 - -ENSG00000274773.1 CU463998.1 chr22 12779259 12779341 - -ENSG00000277372.1 CU463998.3 chr22 12779976 12780057 - -ENSG00000275065.1 CU463998.2 chr22 12780120 12780203 - -ENSG00000276138.1 U6 chr22 15273855 15273961 + -ENSG00000280341.1 LA16c-60D12.1 chr22 15282557 15288670 - -ENSG00000236235.1 LA16c-13E4.3 chr22 15290718 15297196 + -ENSG00000279442.1 LA16c-60D12.2 chr22 15298378 15304556 - -ENSG00000184624.4 ZNF72P chr22 15326037 15343065 - -ENSG00000236097.1 BNIP3P2 chr22 15349467 15350043 + -ENSG00000236831.1 YME1L1P1 chr22 15489990 15492564 + -ENSG00000130538.4 OR11H1 chr22 15528158 15529139 + -ENSG00000237299.1 LA16c-60G3.6 chr22 15541436 15578006 + -ENSG00000235759.1 ARHGAP42P3 chr22 15550904 15553838 - -ENSG00000233408.1 LA16c-23H5.4 chr22 15557577 15560694 - -ENSG00000215268.3 LA16c-60G3.8 chr22 15562017 15564276 - -ENSG00000213727.3 LA16c-60G3.7 chr22 15572089 15573265 - -ENSG00000230643.1 LA16c-60G3.5 chr22 15588361 15588478 + -ENSG00000230471.1 LA16c-2F2.8 chr22 15600908 15604882 - -ENSG00000231565.1 NEK2P2 chr22 15611759 15613096 - -ENSG00000226474.1 LA16c-2F2.5 chr22 15615402 15615578 - -ENSG00000224435.2 NF1P6 chr22 15622601 15632051 - -ENSG00000234381.1 MED15P7 chr22 15635180 15644330 - -ENSG00000198062.14 POTEH chr22 15690026 15721631 + -ENSG00000236666.1 POTEH-AS1 chr22 15699361 15703403 - -ENSG00000212216.1 RNU6-816P chr22 15701459 15701565 + -ENSG00000241838.3 LA16c-3G11.7 chr22 15721486 15722608 + -ENSG00000225255.6 LA16c-83F12.6 chr22 15746630 15778297 + -ENSG00000235992.1 GRAMD4P2 chr22 15749156 15750825 - -ENSG00000206195.10 DUXAP8 chr22 15784959 15829984 + -ENSG00000271127.1 LL22NC03-N64E9.1 chr22 15796959 15798346 + -ENSG00000232775.6 BMS1P22 chr22 15805263 15820884 - -ENSG00000272872.1 LL22NC03-N14H11.1 chr22 15823197 15823890 + -ENSG00000271672.1 DUXAP8 chr22 15826566 15827187 + -ENSG00000223875.2 NBEAP3 chr22 15852990 15893942 + -ENSG00000215270.3 LA16c-60H5.7 chr22 15854195 15855243 - -ENSG00000229286.1 LA16c-4G1.4 chr22 15901791 15901911 + -ENSG00000233866.1 LA16c-4G1.3 chr22 15914721 15915800 - -ENSG00000278188.1 U6 chr22 16141767 16141872 + -ENSG00000278335.1 AC092854.1 chr22 16232345 16232425 + -ENSG00000225293.1 ABCD1P4 chr22 16387694 16390887 + -ENSG00000226160.1 LA16c-17H1.3 chr22 16405330 16405417 + -ENSG00000229658.1 PABPC1P9 chr22 16423943 16426031 + -ENSG00000227367.1 SLC9B1P4 chr22 16428947 16476870 - -ENSG00000280263.1 ACTR3BP2 chr22 16486985 16488322 + -ENSG00000235969.1 CHEK2P4 chr22 16503304 16509475 + -ENSG00000273362.1 KB-67B5.17 chr22 16521059 16527237 + -ENSG00000233995.1 KB-67B5.12 chr22 16572027 16574637 + -ENSG00000239435.2 KCNMB3P1 chr22 16575363 16582707 - -ENSG00000198445.4 CCT8L2 chr22 16590751 16592810 - -ENSG00000240122.1 FABP5P11 chr22 16595089 16595485 - -ENSG00000221084.1 AP000547.1 chr22 16598717 16598804 - -ENSG00000100181.21 TPTEP1 chr22 16601887 16698742 + -ENSG00000267338.1 KB-7G2.9 chr22 16616170 16617114 + -ENSG00000249288.1 SLC25A15P5 chr22 16645695 16646581 - -ENSG00000249263.2 PARP4P3 chr22 16653892 16659628 - -ENSG00000189295.13 ANKRD62P1-PARP4P3 chr22 16654066 16675540 - -ENSG00000259271.1 ANKRD62P1 chr22 16671090 16679493 - -ENSG00000273244.1 KB-7G2.8 chr22 16676016 16694648 - -ENSG00000241717.1 VWFP1 chr22 16690103 16704477 - -ENSG00000235343.1 AC005301.8 chr22 16746869 16748645 - -ENSG00000172967.7 XKR3 chr22 16783412 16821699 - -ENSG00000229027.3 HSFY1P1 chr22 16827474 16829335 + -ENSG00000234121.1 GPM6BP3 chr22 16837522 16837666 + -ENSG00000237835.1 AC007064.22 chr22 16855804 16856162 + -ENSG00000220248.1 ZNF402P chr22 16857619 16860718 - -ENSG00000237689.1 AC007064.24 chr22 16869478 16871126 + -ENSG00000228122.1 MTND1P17 chr22 16876218 16876421 - -ENSG00000237358.1 AC007064.25 chr22 16876552 16876902 - -ENSG00000225480.1 AC006548.19 chr22 16897445 16897546 + -ENSG00000230481.2 IGKV1OR22-5 chr22 16904219 16904696 - -ENSG00000253691.2 IGKV2OR22-4 chr22 16914235 16914981 - -ENSG00000253460.2 IGKV2OR22-3 chr22 16921443 16922173 - -ENSG00000254264.2 IGKV3OR22-2 chr22 16925952 16926444 - -ENSG00000253481.2 IGKV1OR22-1 chr22 16933521 16934003 - -ENSG00000280156.1 AC006548.28 chr22 16950086 17034417 - -ENSG00000215568.7 GAB4 chr22 16961936 17008222 - -ENSG00000270226.1 AC006548.26 chr22 17012404 17012932 + -ENSG00000276400.1 VN1R9P chr22 17021398 17022570 - -ENSG00000237438.6 CECR7 chr22 17036570 17060825 + -ENSG00000273203.1 AC006946.16 chr22 17067821 17070675 + -ENSG00000273442.1 AC006946.17 chr22 17080701 17081456 + -ENSG00000177663.13 IL17RA chr22 17084954 17115694 + -ENSG00000235328.1 AC006946.12 chr22 17093612 17093939 - -ENSG00000183307.3 CECR6 chr22 17116299 17121367 - -ENSG00000235478.4 AC006946.15 chr22 17121586 17132104 + -ENSG00000069998.12 CECR5 chr22 17137511 17165287 - -ENSG00000185837.3 CECR5-AS1 chr22 17159384 17165445 + -ENSG00000093072.15 CECR1 chr22 17178790 17221989 - -ENSG00000236325.1 AC005300.5 chr22 17192936 17193308 + -ENSG00000203416.3 FAM32B chr22 17213516 17214155 + -ENSG00000241832.1 CECR3 chr22 17256859 17266733 - -ENSG00000231004.2 CECR9 chr22 17329034 17329232 + -ENSG00000239547.3 RN7SL843P chr22 17352881 17353177 - -ENSG00000099954.18 CECR2 chr22 17359949 17558149 + -ENSG00000229492.1 AC004019.10 chr22 17418697 17419828 + -ENSG00000232305.1 CLCP1 chr22 17424388 17424775 - -ENSG00000228045.1 DNAJA1P6 chr22 17518676 17519029 - -ENSG00000182902.13 SLC25A18 chr22 17563439 17590994 + -ENSG00000236754.5 AC004019.13 chr22 17580157 17589192 - -ENSG00000131100.12 ATP6V1E1 chr22 17592136 17628818 - -ENSG00000099968.17 BCL2L13 chr22 17628855 17730855 + -ENSG00000015475.18 BID chr22 17734138 17774770 - -ENSG00000264757.1 MIR3198-1 chr22 17764180 17764259 - -ENSG00000269220.1 LINC00528 chr22 17777322 17779481 + -ENSG00000243156.7 MICAL3 chr22 17787649 18024559 - -ENSG00000093100.13 XXbac-B461K10.4 chr22 17787652 17811497 - -ENSG00000207780.1 MIR648 chr22 17980868 17980961 - -ENSG00000235445.1 XXbac-B476C20.14 chr22 17983205 17983619 - -ENSG00000234913.1 XXbac-B476C20.13 chr22 18004270 18007308 - -ENSG00000237446.1 RHEBP3 chr22 18019214 18020200 + -ENSG00000235295.1 FLJ41941 chr22 18029385 18037968 + -ENSG00000225335.3 XXbac-B476C20.9 chr22 18076527 18078884 - -ENSG00000215193.12 PEX26 chr22 18077920 18131138 + -ENSG00000236890.2 XXbac-B476C20.11 chr22 18081466 18081675 - -ENSG00000235617.1 XXbac-B476C20.10 chr22 18101612 18101888 + -ENSG00000225225.1 ARL2BPP10 chr22 18102457 18103649 - -ENSG00000183785.14 TUBA8 chr22 18110331 18146554 + -ENSG00000280007.1 AC008079.10 chr22 18110759 18131154 - -ENSG00000184979.9 USP18 chr22 18149899 18177397 + -ENSG00000187979.4 AC008079.9 chr22 18178038 18205915 - -ENSG00000276160.1 GGTLC5P chr22 18340145 18345899 + -ENSG00000274044.4 AC011718.2 chr22 18361823 18391105 - -ENSG00000276874.1 AC011718.3 chr22 18374106 18375689 + -ENSG00000275060.1 PPP1R26P3 chr22 18400407 18404206 - -ENSG00000277017.1 XXbac-B33L19.6 chr22 18486999 18491247 - -ENSG00000277870.4 FAM230A chr22 18487126 18500583 + -ENSG00000278044.1 XXbac-B33L19.12 chr22 18501794 18512187 - -ENSG00000274252.1 GGTLC3 chr22 18516344 18518161 - -ENSG00000275319.1 Metazoa_SRP chr22 18524620 18524935 + -ENSG00000277690.2 XXbac-B33L19.15 chr22 18527157 18527626 + -ENSG00000278558.4 TMEM191B chr22 18527802 18530573 + -ENSG00000274602.4 PI4KAP1 chr22 18533646 18577968 - -ENSG00000280694.1 Metazoa_SRP chr22 18598750 18599065 + -ENSG00000274625.1 SCARNA17 chr22 18605355 18605497 + -ENSG00000222630.2 RN7SKP131 chr22 18605802 18606102 - -ENSG00000275793.1 RIMBP3 chr22 18605815 18611919 - -ENSG00000275362.1 Metazoa_SRP chr22 18615581 18615900 + -ENSG00000278110.1 XXbac-B33L19.10 chr22 18623339 18625289 - -ENSG00000273907.1 CA15P2 chr22 18636445 18638405 - -ENSG00000273643.1 PPP1R26P2 chr22 18650023 18653617 - -ENSG00000278008.1 PPP1R26P4 chr22 18715815 18719341 + -ENSG00000182824.7 AC008132.15 chr22 18733914 18757906 + -ENSG00000197421.9 GGT3P chr22 18773665 18843399 - -ENSG00000239989.1 AC008132.14 chr22 18794414 18794804 - -ENSG00000234764.2 E2F6P1 chr22 18833694 18834438 + -ENSG00000161103.11 AC008132.13 chr22 18846811 18861049 + -ENSG00000215544.6 BCRP7 chr22 18855621 18858640 - -ENSG00000276095.2 AC008103.3 chr22 18873543 18894407 - -ENSG00000279987.1 AC008103.4 chr22 18883502 18884682 - -ENSG00000183628.12 DGCR6 chr22 18906028 18914238 + -ENSG00000100033.16 PRODH chr22 18912777 18936553 - -ENSG00000279560.1 AC007326.1 chr22 18945123 18946971 + -ENSG00000280418.1 AC007326.10 chr22 18951934 18959512 - -ENSG00000237517.8 DGCR5 chr22 18970514 19031242 + -ENSG00000271275.1 AC007326.9 chr22 18997138 18997595 - -ENSG00000273032.1 DGCR9 chr22 19017834 19020248 + -ENSG00000270393.1 AC000095.9 chr22 19018043 19018916 - -ENSG00000273164.1 AC000095.11 chr22 19023056 19023550 + -ENSG00000241527.1 CA15P1 chr22 19031564 19034564 - -ENSG00000070413.18 DGCR2 chr22 19036282 19122454 - -ENSG00000206739.1 Y_RNA chr22 19045256 19045367 + -ENSG00000273311.1 DGCR11 chr22 19046162 19048375 - -ENSG00000237347.2 AC004461.4 chr22 19055801 19056512 + -ENSG00000281530.1 DGCR12 chr22 19061041 19061843 - -ENSG00000223461.1 AC004471.9 chr22 19121529 19124503 + -ENSG00000272682.1 AC004471.10 chr22 19124309 19128449 - -ENSG00000231086.1 TSSK1A chr22 19124879 19125646 + -ENSG00000100056.11 DGCR14 chr22 19130279 19144684 - -ENSG00000206203.4 TSSK2 chr22 19130808 19132623 + -ENSG00000063515.2 GSC2 chr22 19148576 19150283 - -ENSG00000260924.2 LINC01311 chr22 19171395 19172839 + -ENSG00000100075.9 SLC25A1 chr22 19175575 19178830 - -ENSG00000070371.15 CLTCL1 chr22 19179473 19291716 - -ENSG00000230194.1 AC000081.2 chr22 19238443 19238739 - -ENSG00000251940.1 SNORA15 chr22 19249873 19249966 + -ENSG00000233471.2 KRT18P62 chr22 19257520 19258806 + -ENSG00000100084.14 HIRA chr22 19330698 19447450 - -ENSG00000242259.8 C22orf39 chr22 19351368 19448232 - -ENSG00000244296.3 RN7SL168P chr22 19365766 19366044 + -ENSG00000185608.8 MRPL40 chr22 19431902 19436075 + -ENSG00000185065.6 AC000068.5 chr22 19447893 19450105 + -ENSG00000070010.18 UFD1L chr22 19449910 19479215 - -ENSG00000273300.1 AC000068.9 chr22 19454179 19454605 + -ENSG00000273212.1 AC000068.10 chr22 19456503 19456962 + -ENSG00000093009.9 CDC45 chr22 19479459 19520612 + -ENSG00000184113.9 CLDN5 chr22 19523024 19527545 - -ENSG00000281548.1 LINC00895 chr22 19565203 19566839 - -ENSG00000230485.1 AC000077.2 chr22 19630750 19633574 - -ENSG00000225007.1 AC000067.1 chr22 19667023 19667555 + -ENSG00000184702.17 SEPT5 chr22 19714464 19724772 + -ENSG00000203618.5 GP1BB chr22 19722945 19724771 + -ENSG00000184058.12 TBX1 chr22 19756703 19783593 + -ENSG00000185838.13 GNB1L chr22 19783224 19854939 - -ENSG00000235776.2 AC000089.3 chr22 19792294 19793094 + -ENSG00000215012.8 C22orf29 chr22 19846138 19854896 - -ENSG00000184470.19 TXNRD2 chr22 19875517 19941992 - -ENSG00000232926.1 AC000078.5 chr22 19887289 19887970 + -ENSG00000093010.11 COMT chr22 19941607 19969975 + -ENSG00000265087.1 MIR4761 chr22 19963753 19963834 + -ENSG00000099889.13 ARVCF chr22 19969896 20016808 - -ENSG00000183597.15 TANGO2 chr22 20017014 20065926 + -ENSG00000208023.2 MIR185 chr22 20033133 20033241 + -ENSG00000236540.7 AC006547.13 chr22 20058030 20070569 - -ENSG00000268292.1 AC006547.15 chr22 20064552 20065705 - -ENSG00000277950.1 Metazoa_SRP chr22 20070716 20070965 + -ENSG00000128191.13 DGCR8 chr22 20080232 20111877 + -ENSG00000266567.1 MIR3618 chr22 20085746 20085833 + -ENSG00000221366.2 MIR1306 chr22 20086042 20086150 + -ENSG00000243762.1 AC006547.8 chr22 20110821 20111875 - -ENSG00000099899.14 TRMT2A chr22 20111866 20117392 - -ENSG00000278278.1 MIR6816 chr22 20114686 20114751 - -ENSG00000099901.16 RANBP1 chr22 20115938 20127357 + -ENSG00000264346.1 SNORA77 chr22 20126402 20126526 + -ENSG00000099904.15 ZDHHC8 chr22 20129456 20148007 + -ENSG00000234409.6 AC006547.14 chr22 20148427 20151065 - -ENSG00000249923.1 XXbac-B444P24.8 chr22 20198729 20204918 - -ENSG00000236499.2 LINC00896 chr22 20206397 20208524 + -ENSG00000040608.13 RTN4R chr22 20241415 20283246 - -ENSG00000221039.2 MIR1286 chr22 20249125 20249235 - -ENSG00000161132.6 XXbac-B444P24.10 chr22 20299760 20313216 + -ENSG00000128185.9 DGCR6L chr22 20314276 20320080 - -ENSG00000273343.1 XXbac-B444P24.13 chr22 20318119 20318749 - -ENSG00000273139.1 XXbac-B444P24.14 chr22 20320739 20321203 + -ENSG00000188280.11 FAM230A chr22 20338805 20354372 + -ENSG00000235578.1 XXbac-B33L19.4 chr22 20343203 20344365 - -ENSG00000161133.16 USP41 chr22 20350578 20390758 - -ENSG00000185252.17 ZNF74 chr22 20394115 20408461 + -ENSG00000207343.1 RNU6-225P chr22 20416797 20416899 - -ENSG00000244486.7 SCARF2 chr22 20424585 20437859 - -ENSG00000277971.1 XXbac-B562F10.12 chr22 20429241 20446620 - -ENSG00000099910.16 KLHL22 chr22 20441519 20495883 - -ENSG00000215493.3 XXbac-B562F10.11 chr22 20450122 20451824 + -ENSG00000255156.1 RNY1P9 chr22 20475203 20475311 - -ENSG00000201916.1 Y_RNA chr22 20481158 20481268 + -ENSG00000242876.3 RN7SL812P chr22 20481935 20482213 - -ENSG00000236670.1 KRT18P5 chr22 20482815 20484105 - -ENSG00000265300.1 AC007731.1 chr22 20483225 20483316 - -ENSG00000099917.17 MED15 chr22 20495913 20587632 + -ENSG00000236003.1 AC007050.17 chr22 20522070 20523870 - -ENSG00000250261.1 AC007050.18 chr22 20587496 20592218 - -ENSG00000223553.5 SMPD4P1 chr22 20602595 20656914 - -ENSG00000276427.1 IGLL4P chr22 20632619 20632751 + -ENSG00000238125.1 SLC9A3P2 chr22 20652730 20654750 + -ENSG00000264718.1 AC007050.1 chr22 20657035 20657116 + -ENSG00000229107.2 ABHD17AP4 chr22 20667836 20670984 - -ENSG00000217261.4 POM121L4P chr22 20689929 20698938 + -ENSG00000235062.4 BCRP5 chr22 20697962 20698934 - -ENSG00000226287.7 TMEM191A chr22 20701114 20704606 + -ENSG00000241973.10 PI4KA chr22 20707691 20859417 - -ENSG00000099937.10 SERPIND1 chr22 20773879 20787720 + -ENSG00000099940.11 SNAP29 chr22 20858983 20891218 + -ENSG00000272600.1 AC007308.7 chr22 20889206 20891214 - -ENSG00000099942.12 CRKL chr22 20917426 20953749 + -ENSG00000237476.1 XXbac-B135H6.15 chr22 20957092 20964679 + -ENSG00000183773.15 AIFM3 chr22 20965108 20981360 + -ENSG00000099949.18 LZTR1 chr22 20979462 20999038 + -ENSG00000272829.1 XXbac-B135H6.18 chr22 20981361 20981755 - -ENSG00000184436.11 THAP7 chr22 20999104 21002196 - -ENSG00000230513.1 THAP7-AS1 chr22 21001886 21010342 + -ENSG00000161149.11 TUBA3FP chr22 21002895 21014292 - -ENSG00000099957.16 P2RX6 chr22 21009808 21028830 + -ENSG00000099960.12 SLC7A4 chr22 21028718 21032840 - -ENSG00000226872.1 AC002472.11 chr22 21031357 21043969 + -ENSG00000207575.1 MIR649 chr22 21034176 21034272 - -ENSG00000206145.8 P2RX6P chr22 21035243 21045017 - -ENSG00000187905.10 LRRC74B chr22 21045960 21064168 + -ENSG00000249680.1 TUBA3GP chr22 21065460 21070097 + -ENSG00000169668.11 BCRP2 chr22 21103016 21122285 + -ENSG00000197210.7 KB-1592A4.15 chr22 21114607 21124451 - -ENSG00000239511.2 POM121L7 chr22 21125660 21128063 - -ENSG00000224688.1 E2F6P2 chr22 21141624 21142371 - -ENSG00000215498.8 FAM230B chr22 21167758 21302681 + -ENSG00000234503.1 KB-1592A4.14 chr22 21177892 21179875 - -ENSG00000133475.16 GGT2 chr22 21207973 21227637 - -ENSG00000226885.1 E2F6P3 chr22 21268161 21268903 + -ENSG00000229266.1 POM121L8P chr22 21282881 21284161 + -ENSG00000169662.8 BCRP6 chr22 21290760 21294586 - -ENSG00000206142.9 KB-1183D5.13 chr22 21300990 21325042 - -ENSG00000237407.1 KB-1183D5.14 chr22 21312920 21314904 + -ENSG00000232771.2 PPP1R26P5 chr22 21341595 21345258 + -ENSG00000279920.1 KB-1183D5.18 chr22 21354563 21355763 + -ENSG00000226534.1 KB-1183D5.16 chr22 21370064 21371945 + -ENSG00000273846.1 Metazoa_SRP chr22 21379382 21379701 - -ENSG00000274600.1 RIMBP3B chr22 21383374 21389478 + -ENSG00000200057.1 RN7SKP63 chr22 21389191 21389491 + -ENSG00000252020.1 SCARNA17 chr22 21389796 21389938 - -ENSG00000275840.1 Metazoa_SRP chr22 21396273 21396590 - -ENSG00000169635.9 HIC2 chr22 21417404 21451463 + -ENSG00000276800.1 Metazoa_SRP chr22 21463963 21464279 + -ENSG00000206140.9 TMEM191C chr22 21466423 21471269 + -ENSG00000183506.16 PI4KAP2 chr22 21473000 21517533 - -ENSG00000281629.1 Metazoa_SRP chr22 21538285 21538601 + -ENSG00000252143.1 SCARNA17 chr22 21544897 21545039 + -ENSG00000222352.1 RN7SKP221 chr22 21545344 21545644 - -ENSG00000183246.6 RIMBP3C chr22 21545357 21551461 - -ENSG00000185651.14 UBE2L3 chr22 21549447 21624034 + -ENSG00000275293.1 Metazoa_SRP chr22 21555138 21555457 + -ENSG00000161179.13 YDJC chr22 21628089 21630064 - -ENSG00000161180.10 CCDC116 chr22 21632716 21637327 + -ENSG00000273342.1 KB-1440D3.14 chr22 21640844 21641284 + -ENSG00000128228.4 SDF2L1 chr22 21642261 21644298 + -ENSG00000100023.17 PPIL2 chr22 21652270 21700015 + -ENSG00000212102.1 MIR301B chr22 21652981 21653058 + -ENSG00000207751.1 MIR130B chr22 21653304 21653385 + -ENSG00000272954.1 KB-1440D3.13 chr22 21661934 21662363 + -ENSG00000100027.14 YPEL1 chr22 21697544 21735834 - -ENSG00000244671.3 RN7SL280P chr22 21722895 21723182 - -ENSG00000100030.14 MAPK1 chr22 21754500 21867680 - -ENSG00000200985.1 RNA5SP493 chr22 21792434 21792524 + -ENSG00000225544.1 KB-1027C11.4 chr22 21885282 21885673 - -ENSG00000100034.13 PPM1F chr22 21919420 21952837 - -ENSG00000224086.5 LL22NC03-86G7.1 chr22 21938293 21977632 + -ENSG00000100038.19 TOP3B chr22 21957025 21982816 - -ENSG00000197549.9 PRAMENP chr22 21991099 22043934 - -ENSG00000253239.1 IGLVI-70 chr22 22026076 22026593 + -ENSG00000211637.2 IGLV4-69 chr22 22030934 22031472 + -ENSG00000254355.1 IGLVI-68 chr22 22032745 22033194 + -ENSG00000278657.1 LL22NC03-23C6.13 chr22 22036344 22040065 + -ENSG00000249333.1 LL22NC03-23C6.12 chr22 22038643 22039126 + -ENSG00000253794.1 IGLV10-67 chr22 22043618 22043942 + -ENSG00000228161.1 LL22NC03-23C6.15 chr22 22046430 22046591 + -ENSG00000253874.1 IGLVIV-66-1 chr22 22058433 22058892 + -ENSG00000254075.1 IGLVV-66 chr22 22061077 22061538 + -ENSG00000254161.1 IGLVIV-65 chr22 22070225 22070707 + -ENSG00000253242.1 IGLVIV-64 chr22 22075366 22075666 + -ENSG00000253752.1 IGLVI-63 chr22 22079770 22080263 + -ENSG00000253823.1 IGLV1-62 chr22 22086561 22087110 + -ENSG00000275361.1 LL22NC03-88E1.18 chr22 22087924 22088085 + -ENSG00000211638.2 IGLV8-61 chr22 22098700 22099212 + -ENSG00000225741.1 LL22NC03-88E1.17 chr22 22103219 22104857 + -ENSG00000263366.2 ABHD17AP5 chr22 22114844 22118005 - -ENSG00000236118.1 LL22NC03-30E12.10 chr22 22155582 22155942 + -ENSG00000233720.1 LL22NC03-30E12.11 chr22 22157382 22157631 + -ENSG00000211639.2 IGLV4-60 chr22 22162199 22162681 + -ENSG00000227710.1 LL22NC03-30E12.13 chr22 22168289 22168634 + -ENSG00000224465.1 SOCS2P2 chr22 22170983 22171556 - -ENSG00000254308.1 IGLVIV-59 chr22 22179228 22179477 + -ENSG00000253637.1 IGLVV-58 chr22 22182582 22182885 + -ENSG00000236323.1 BMP6P1 chr22 22185941 22186619 + -ENSG00000211640.3 IGLV6-57 chr22 22195713 22196460 + -ENSG00000253126.1 IGLVI-56 chr22 22198560 22199011 + -ENSG00000211641.2 IGLV11-55 chr22 22201663 22202206 + -ENSG00000211642.2 IGLV10-54 chr22 22214794 22215270 + -ENSG00000253935.1 IGLVIV-53 chr22 22219647 22220133 + -ENSG00000228050.1 TOP3BP1 chr22 22223187 22224566 - -ENSG00000234726.1 LL22NC03-123E1.5 chr22 22228719 22230469 - -ENSG00000169575.4 VPREB1 chr22 22244675 22245515 + -ENSG00000279278.1 CH17-264L24.1 chr22 22264601 22273020 + -ENSG00000274422.1 LL22NC03-2H8.5 chr22 22283928 22287220 - -ENSG00000234630.1 LL22NC03-2H8.4 chr22 22293733 22294794 + -ENSG00000272779.1 LL22NC03-80A10.6 chr22 22303224 22310401 + -ENSG00000236850.4 BMS1P20 chr22 22303224 22322847 + -ENSG00000211643.2 IGLV5-52 chr22 22318727 22319226 + -ENSG00000211644.2 IGLV1-51 chr22 22322472 22322980 + -ENSG00000211645.2 IGLV1-50 chr22 22327300 22327814 + -ENSG00000225724.1 LL22NC03-80A10.11 chr22 22339573 22341214 + -ENSG00000223350.2 IGLV9-49 chr22 22343187 22343732 + -ENSG00000232515.1 LL22NC03-75A1.9 chr22 22347807 22348164 + -ENSG00000211647.1 IGLV5-48 chr22 22352940 22353433 + -ENSG00000211648.2 IGLV1-47 chr22 22357739 22358260 + -ENSG00000237428.1 LL22NC03-22A12.9 chr22 22366210 22367770 + -ENSG00000211649.3 IGLV7-46 chr22 22369614 22370087 + -ENSG00000232603.1 LL22NC03-22A12.12 chr22 22370829 22371120 + -ENSG00000211650.2 IGLV5-45 chr22 22375986 22376505 + -ENSG00000211651.3 IGLV1-44 chr22 22380766 22381347 + -ENSG00000211652.2 IGLV7-43 chr22 22395018 22395489 + -ENSG00000254175.1 IGLVI-42 chr22 22397032 22397524 + -ENSG00000254073.1 IGLVVII-41-1 chr22 22398849 22398999 + -ENSG00000253818.1 IGLV1-41 chr22 22404207 22404721 + -ENSG00000211653.2 IGLV1-40 chr22 22409766 22410282 + -ENSG00000224144.1 ASH2LP1 chr22 22420326 22421310 + -ENSG00000253889.1 IGLVI-38 chr22 22425821 22426314 + -ENSG00000211654.2 IGLV5-37 chr22 22427540 22428035 + -ENSG00000211655.3 IGLV1-36 chr22 22431958 22432465 + -ENSG00000230821.1 KB-288A10.17 chr22 22446686 22448336 + -ENSG00000253631.1 IGLV7-35 chr22 22450202 22450652 + -ENSG00000226595.1 KB-288A10.19 chr22 22465659 22465986 + -ENSG00000275004.3 ZNF280B chr22 22484421 22509154 - -ENSG00000169548.3 ZNF280A chr22 22513736 22520270 - -ENSG00000185686.17 PRAME chr22 22547701 22559361 - -ENSG00000220891.1 LL22NC03-63E9.3 chr22 22559343 22566602 + -ENSG00000253120.1 IGLV2-34 chr22 22580014 22580296 + -ENSG00000211656.3 IGLV2-33 chr22 22588155 22588688 + -ENSG00000211657.3 IGLV3-32 chr22 22594528 22595056 + -ENSG00000253920.1 IGLV3-31 chr22 22604445 22605165 + -ENSG00000253329.1 IGLV3-30 chr22 22618572 22619163 + -ENSG00000215456.5 BCRP4 chr22 22630061 22636153 + -ENSG00000183169.6 POM121L1P chr22 22639177 22644473 - -ENSG00000100121.12 GGTLC2 chr22 22644475 22647903 + -ENSG00000253338.1 IGLV3-29 chr22 22661299 22661542 + -ENSG00000207834.1 AC244250.2 chr22 22664428 22664523 + -ENSG00000253451.1 IGLV2-28 chr22 22664473 22664907 + -ENSG00000211658.2 IGLV3-27 chr22 22668288 22668806 + -ENSG00000253913.1 IGLV3-26 chr22 22673152 22673602 + -ENSG00000253779.1 IGLVVI-25-1 chr22 22679097 22679345 + -ENSG00000211659.2 IGLV3-25 chr22 22686726 22687271 + -ENSG00000232350.1 LL22NC03-102D1.16 chr22 22689831 22689978 + -ENSG00000223999.1 LL22NC03-102D1.18 chr22 22692778 22693312 - -ENSG00000253822.1 IGLV3-24 chr22 22694439 22694952 + -ENSG00000211660.3 IGLV2-23 chr22 22697789 22698407 + -ENSG00000207830.1 AC244250.1 chr22 22697906 22698000 + -ENSG00000253546.1 IGLVVI-22-1 chr22 22700760 22700970 + -ENSG00000211661.2 IGLV3-22 chr22 22704265 22704822 + -ENSG00000211662.2 IGLV3-21 chr22 22711689 22713203 + -ENSG00000254240.1 IGLVI-20 chr22 22715290 22715419 + -ENSG00000211663.2 IGLV3-19 chr22 22720623 22721145 + -ENSG00000278667.1 LL22NC03-48A11.14 chr22 22730725 22731090 - -ENSG00000264629.1 AC244250.4 chr22 22734575 22734669 + -ENSG00000211664.2 IGLV2-18 chr22 22734607 22735096 + -ENSG00000254709.6 IGLL5 chr22 22734620 22896107 + -ENSG00000253152.1 IGLV3-17 chr22 22738944 22739187 + -ENSG00000211665.2 IGLV3-16 chr22 22747383 22747911 + -ENSG00000253786.1 IGLV3-15 chr22 22755554 22755797 + -ENSG00000207835.1 AC244250.3 chr22 22758696 22758790 + -ENSG00000211666.2 IGLV2-14 chr22 22758700 22759218 + -ENSG00000253590.1 IGLV3-13 chr22 22762294 22762516 + -ENSG00000211667.2 IGLV3-12 chr22 22771824 22772586 + -ENSG00000231392.1 LL22NC03-24A12.8 chr22 22774529 22774691 + -ENSG00000275772.1 LL22NC03-24A12.9 chr22 22785643 22787268 - -ENSG00000207833.1 AC244157.1 chr22 22792488 22792582 + -ENSG00000211668.2 IGLV2-11 chr22 22792491 22793007 + -ENSG00000274381.1 LL22NC03-84E4.13 chr22 22803076 22803360 + -ENSG00000211669.2 IGLV3-10 chr22 22811747 22812285 + -ENSG00000226477.1 LL22NC03-84E4.11 chr22 22814671 22814926 + -ENSG00000211670.2 IGLV3-9 chr22 22819010 22819756 + -ENSG00000278196.1 IGLV2-8 chr22 22822658 22823293 + -ENSG00000207836.1 MIR650 chr22 22822776 22822871 + -ENSG00000237127.1 LL22NC03-84E4.8 chr22 22834865 22835117 + -ENSG00000254077.1 IGLV3-7 chr22 22838602 22838872 + -ENSG00000253448.1 IGLV3-6 chr22 22850375 22850624 + -ENSG00000207832.1 AC245028.1 chr22 22856545 22856638 + -ENSG00000253234.1 IGLV2-5 chr22 22856762 22857038 + -ENSG00000226420.1 IGLV3-4 chr22 22858025 22858268 + -ENSG00000211672.2 IGLV4-3 chr22 22871507 22872035 + -ENSG00000253963.1 IGLV3-2 chr22 22873212 22873440 + -ENSG00000211673.2 IGLV3-1 chr22 22880706 22881396 + -ENSG00000264824.1 MIR5571 chr22 22886267 22886379 + -ENSG00000211674.2 IGLJ1 chr22 22893692 22893818 + -ENSG00000211675.2 IGLC1 chr22 22895375 22895834 + -ENSG00000211676.2 IGLJ2 chr22 22899481 22899655 + -ENSG00000211677.2 IGLC2 chr22 22900976 22901437 + -ENSG00000211678.2 IGLJ3 chr22 22904850 22905025 + -ENSG00000211679.2 IGLC3 chr22 22906342 22906803 + -ENSG00000211680.2 IGLJ4 chr22 22910574 22910606 + -ENSG00000254029.1 IGLC4 chr22 22910828 22911075 + -ENSG00000211681.2 IGLJ5 chr22 22914237 22914308 + -ENSG00000254030.1 IGLC5 chr22 22915635 22915927 + -ENSG00000211682.2 IGLJ6 chr22 22918132 22918201 + -ENSG00000222037.5 IGLC6 chr22 22919535 22919851 + -ENSG00000211684.2 IGLJ7 chr22 22921390 22921435 + -ENSG00000211685.3 IGLC7 chr22 22922594 22923034 + -ENSG00000237472.1 AP000361.2 chr22 22988263 22988581 + -ENSG00000223679.1 AP000362.1 chr22 22990690 23008356 + -ENSG00000100218.11 RSPH14 chr22 23059415 23145021 - -ENSG00000128266.8 GNAZ chr22 23070361 23125037 + -ENSG00000221069.1 AC000029.1 chr22 23136620 23136710 + -ENSG00000275635.1 U7 chr22 23137805 23137864 - -ENSG00000100228.12 RAB36 chr22 23145326 23164350 + -ENSG00000186716.19 BCR chr22 23179704 23318037 + -ENSG00000236794.5 BCRP8 chr22 23179918 23180172 - -ENSG00000240160.3 RN7SL263P chr22 23261782 23262071 - -ENSG00000230701.2 FBXW4P1 chr22 23262767 23265005 + -ENSG00000214526.3 AP000343.1 chr22 23322543 23322927 - -ENSG00000236611.1 AP000343.2 chr22 23326616 23328493 + -ENSG00000215478.8 CES5AP1 chr22 23359603 23387731 - -ENSG00000133519.12 ZDHHC8P1 chr22 23390606 23402726 - -ENSG00000248409.1 KB-1269D1.8 chr22 23392771 23393839 + -ENSG00000234928.1 AP000344.3 chr22 23433564 23435071 + -ENSG00000227755.1 AP000344.4 chr22 23446598 23460833 + -ENSG00000178248.11 AP000345.1 chr22 23462086 23486980 - -ENSG00000225413.2 AP000345.4 chr22 23512494 23513602 - -ENSG00000280623.1 PCAT14 chr22 23536881 23547797 + -ENSG00000224277.5 AP000345.2 chr22 23567064 23573507 + -ENSG00000128322.6 IGLL1 chr22 23573125 23580308 - -ENSG00000272733.1 KB-208E9.1 chr22 23580880 23583859 - -ENSG00000278655.1 KB-1572G7.5 chr22 23607041 23608407 + -ENSG00000189269.12 DRICH1 chr22 23608452 23632321 - -ENSG00000275609.1 KB-1572G7.4 chr22 23610329 23610538 + -ENSG00000211683.3 KB-1572G7.3 chr22 23630618 23638941 - -ENSG00000228315.11 GUSBP11 chr22 23638487 23717356 - -ENSG00000234353.2 AP000347.4 chr22 23638492 23640762 - -ENSG00000244723.3 ASLP1 chr22 23649213 23653334 - -ENSG00000273000.5 KB-1572G7.2 chr22 23652860 23717347 - -ENSG00000272578.5 AP000347.2 chr22 23658094 23717356 - -ENSG00000159496.14 RGL4 chr22 23688136 23699176 + -ENSG00000187792.4 ZNF70 chr22 23738678 23751092 - -ENSG00000128218.7 VPREB3 chr22 23752743 23754468 - -ENSG00000169314.14 C22orf15 chr22 23763021 23765861 + -ENSG00000250479.8 CHCHD10 chr22 23765834 23768443 - -ENSG00000099953.9 MMP11 chr22 23768226 23784316 + -ENSG00000280178.1 AP000349.2 chr22 23782283 23783958 - -ENSG00000099956.17 SMARCB1 chr22 23786963 23834516 + -ENSG00000099958.14 DERL3 chr22 23834503 23839128 - -ENSG00000272973.1 KB-1125A3.11 chr22 23856427 23857039 - -ENSG00000133460.19 SLC2A11 chr22 23856703 23886309 + -ENSG00000251357.4 AP000350.10 chr22 23862188 23895223 + -ENSG00000279467.1 KB-1125A3.12 chr22 23865248 23873277 - -ENSG00000244425.3 RN7SL268P chr22 23879493 23879790 - -ENSG00000240972.1 MIF chr22 23894004 23895227 + -ENSG00000218537.1 MIF-AS1 chr22 23894426 23898930 - -ENSG00000273295.1 AP000350.5 chr22 23901432 23907068 - -ENSG00000277002.1 AP000350.1 chr22 23903381 23903455 + -ENSG00000225282.1 AP000350.6 chr22 23926900 23929574 + -ENSG00000206090.4 AP000350.7 chr22 23939998 23942798 + -ENSG00000231271.1 AP000350.8 chr22 23949918 23954042 + -ENSG00000133433.10 GSTT2B chr22 23957414 23961186 - -ENSG00000228039.3 KB-1125A3.10 chr22 23963780 23964374 + -ENSG00000099974.7 DDTL chr22 23966901 23972532 + -ENSG00000272787.1 KB-226F1.2 chr22 23969211 23969873 + -ENSG00000099977.13 DDT chr22 23971365 23980469 - -ENSG00000250470.1 AP000351.3 chr22 23976904 23977585 - -ENSG00000099984.10 GSTT2 chr22 23980123 23983911 + -ENSG00000224205.1 AP000351.4 chr22 23987320 23991421 - -ENSG00000276950.4 GSTTP1 chr22 23998401 24005453 - -ENSG00000235689.1 AP000351.13 chr22 24006305 24008258 - -ENSG00000099991.16 CABIN1 chr22 24011192 24178628 + -ENSG00000232545.1 KB-318B8.7 chr22 24101689 24103354 + -ENSG00000099994.10 SUSD2 chr22 24181259 24189110 + -ENSG00000099998.17 GGT5 chr22 24219654 24245142 - -ENSG00000230712.2 AP000354.4 chr22 24248074 24249466 - -ENSG00000128262.8 POM121L9P chr22 24251828 24265525 + -ENSG00000225098.1 BCRP1 chr22 24259929 24263764 - -ENSG00000215464.4 AP000354.2 chr22 24269346 24270134 - -ENSG00000100014.19 SPECC1L chr22 24270817 24417740 + -ENSG00000258555.4 SPECC1L-ADORA2A chr22 24270898 24442356 + -ENSG00000128271.19 ADORA2A chr22 24417879 24442360 + -ENSG00000178803.10 ADORA2A-AS1 chr22 24429206 24495074 - -ENSG00000100024.14 UPB1 chr22 24494107 24528390 + -ENSG00000228923.1 AP000355.2 chr22 24516508 24518386 + -ENSG00000138867.16 GUCD1 chr22 24540423 24555935 - -ENSG00000100028.11 SNRPD3 chr22 24555503 24609980 + -ENSG00000100031.18 GGT1 chr22 24583750 24629005 + -ENSG00000178026.12 LRRC75B chr22 24585620 24593208 - -ENSG00000230947.2 AP000356.2 chr22 24598054 24599398 + -ENSG00000215481.8 BCRP3 chr22 24632915 24653356 + -ENSG00000224124.3 POM121L10P chr22 24657481 24658765 - -ENSG00000224806.2 ARL5AP4 chr22 24686168 24686679 + -ENSG00000224334.1 AP000357.4 chr22 24686923 24688087 + -ENSG00000282012.1 LL22NC03-N95F10.1 chr22 24691122 24696003 - -ENSG00000237601.1 AP000358.5 chr22 24703348 24703503 + -ENSG00000182351.7 CRIP1P4 chr22 24712292 24712520 + -ENSG00000184571.13 PIWIL3 chr22 24719034 24774720 - -ENSG00000167037.18 SGSM1 chr22 24806169 24927578 + -ENSG00000199783.1 SNORD56 chr22 24901147 24901214 - -ENSG00000206069.5 TMEM211 chr22 24935110 24946695 - -ENSG00000197077.12 KIAA1671 chr22 24952730 25197448 + -ENSG00000279085.1 CTA-243E7.4 chr22 25009685 25015072 - -ENSG00000279548.1 CTA-243E7.3 chr22 25022594 25024652 - -ENSG00000279006.1 CTA-243E7.2 chr22 25048967 25051966 - -ENSG00000279110.1 CTA-243E7.1 chr22 25052122 25065241 - -ENSG00000203280.4 CTA-221G9.12 chr22 25102433 25112692 - -ENSG00000271181.1 CTA-221G9.10 chr22 25179309 25179554 - -ENSG00000100053.9 CRYBB3 chr22 25199850 25207363 + -ENSG00000236641.1 CTA-221G9.7 chr22 25212742 25213685 + -ENSG00000244752.2 CRYBB2 chr22 25219522 25231869 + -ENSG00000278125.1 Z99916.1 chr22 25227787 25227852 + -ENSG00000279298.1 CTA-221G9.11 chr22 25251523 25252602 - -ENSG00000233577.6 RP3-462D8.2 chr22 25279529 25282674 - -ENSG00000206066.3 IGLL3P chr22 25318256 25320080 + -ENSG00000230637.2 CTA-246H3.8 chr22 25327252 25339975 + -ENSG00000231466.2 CTA-246H3.11 chr22 25349543 25350322 - -ENSG00000100068.11 LRP5L chr22 25351418 25405377 - -ENSG00000272942.1 CTA-246H3.12 chr22 25434324 25435070 - -ENSG00000272798.1 CTA-390C10.9 chr22 25436312 25436915 + -ENSG00000271138.1 IGLVIVOR22-1 chr22 25437306 25437823 - -ENSG00000100058.12 CRYBB2P1 chr22 25448105 25520854 + -ENSG00000277872.1 MIR6817 chr22 25455646 25455711 + -ENSG00000272977.1 CTA-390C10.10 chr22 25476218 25479971 + -ENSG00000265978.1 AL008721.1 chr22 25532720 25532809 - -ENSG00000234884.1 CTA-407F11.8 chr22 25561117 25564462 - -ENSG00000100077.14 ADRBK2 chr22 25564849 25729294 + -ENSG00000237387.1 CTA-407F11.7 chr22 25580241 25581382 - -ENSG00000224003.1 YES1P1 chr22 25647261 25649232 + -ENSG00000222585.1 RNA5SP494 chr22 25715041 25715169 - -ENSG00000133454.15 MYO18B chr22 25742144 26031041 + -ENSG00000278960.1 CTA-407F11.9 chr22 25756318 25756669 - -ENSG00000231933.7 CTA-125H2.2 chr22 25876854 25903247 - -ENSG00000264925.1 Z98949.1 chr22 25883074 25883161 - -ENSG00000232464.1 CTA-125H2.1 chr22 25959074 25983526 - -ENSG00000223056.1 RN7SKP169 chr22 25963983 25964273 - -ENSG00000232050.1 CTA-125H2.3 chr22 26006389 26006532 - -ENSG00000236464.1 CTA-796E4.3 chr22 26161834 26164303 + -ENSG00000229770.1 CTA-796E4.4 chr22 26161910 26163214 - -ENSG00000100095.18 SEZ6L chr22 26169474 26383597 + -ENSG00000224192.2 RP11-259P1.1 chr22 26241331 26254092 - -ENSG00000252267.1 RNA5SP495 chr22 26390667 26390776 - -ENSG00000230203.1 CTB-1048E9.7 chr22 26422071 26423193 - -ENSG00000128203.6 ASPHD2 chr22 26429273 26445015 + -ENSG00000100099.20 HPS4 chr22 26443423 26483837 - -ENSG00000100104.12 SRRD chr22 26483877 26494658 + -ENSG00000100109.16 TFIP11 chr22 26491225 26512505 - -ENSG00000261188.1 CTA-445C9.14 chr22 26512537 26514568 + -ENSG00000128294.15 TPST2 chr22 26521983 26596717 - -ENSG00000221760.1 MIR548J chr22 26555212 26555323 - -ENSG00000213707.2 HMGB1P10 chr22 26560526 26561088 + -ENSG00000100122.5 CRYBB1 chr22 26599278 26618088 - -ENSG00000196431.3 CRYBA4 chr22 26621964 26630672 + -ENSG00000226912.1 ISCA2P1 chr22 26644889 26645336 - -ENSG00000225783.6 MIAT chr22 26646428 26676475 + -ENSG00000278404.1 MIAT_exon1 chr22 26657521 26657655 + -ENSG00000206028.1 CTA-373H7.7 chr22 26667693 26672654 - -ENSG00000277941.1 MIAT_exon5_1 chr22 26671402 26671550 + -ENSG00000275942.1 MIAT_exon5_2 chr22 26672164 26672248 + -ENSG00000244625.5 MIATNB chr22 26672767 26780207 + -ENSG00000276991.1 MIAT_exon5_3 chr22 26673254 26673630 + -ENSG00000223704.1 LINC01422 chr22 26858634 26865786 + -ENSG00000231369.1 RP1-40G4P.1 chr22 26886909 26887548 - -ENSG00000235271.5 LINC01422 chr22 26903292 26920611 + -ENSG00000279440.1 CTA-992D9.11 chr22 27019369 27024550 + -ENSG00000200443.1 RNU6-1066P chr22 27035887 27035991 + -ENSG00000279914.1 CTA-992D9.10 chr22 27040197 27041494 + -ENSG00000279848.1 CTA-992D9.9 chr22 27044001 27045315 + -ENSG00000236858.1 CTA-992D9.6 chr22 27048144 27060518 - -ENSG00000280025.1 CTA-992D9.8 chr22 27102766 27107019 + -ENSG00000231405.1 CTA-992D9.7 chr22 27143478 27159878 + -ENSG00000238195.1 CTA-503F6.2 chr22 27204211 27205126 + -ENSG00000233521.5 RP5-1172A22.1 chr22 27221349 27224727 - -ENSG00000233574.1 CTA-929C8.5 chr22 27276240 27286349 + -ENSG00000223726.1 CTA-929C8.7 chr22 27307483 27318538 - -ENSG00000226741.1 CTA-929C8.6 chr22 27310651 27317456 + -ENSG00000230051.1 CTA-929C8.8 chr22 27331787 27379265 + -ENSG00000280445.1 RP1-205F14P.1 chr22 27414462 27419713 - -ENSG00000227880.1 RP11-46E17.6 chr22 27457247 27460060 - -ENSG00000224027.1 RP1-231P7P.1 chr22 27563839 27573573 - -ENSG00000227838.1 RP1-213J1P__B.1 chr22 27676559 27714970 - -ENSG00000231495.1 RP1-213J1P__B.2 chr22 27707580 27709931 + -ENSG00000226169.1 RP11-375H17.1 chr22 27716480 27721677 + -ENSG00000169184.5 MN1 chr22 27748277 27801498 - -ENSG00000180957.17 PITPNB chr22 27851669 27920134 - -ENSG00000235954.6 TTC28-AS1 chr22 27919376 28008581 + -ENSG00000277460.1 TTC28-AS1_1 chr22 27919384 27919545 + -ENSG00000264073.1 MIR3199-2 chr22 27920525 27920612 - -ENSG00000276150.1 TTC28-AS1_2 chr22 27922022 27922178 + -ENSG00000100154.14 TTC28 chr22 27978014 28679865 - -ENSG00000274342.1 TTC28-AS1_3 chr22 27994474 27994654 + -ENSG00000276675.1 TTC28-AS1_4 chr22 28002484 28002595 + -ENSG00000239249.3 RN7SL757P chr22 28056153 28056453 - -ENSG00000201209.1 SNORD42 chr22 28232756 28232823 - -ENSG00000199797.1 Y_RNA chr22 28303754 28303850 + -ENSG00000276162.1 MIR5739 chr22 28459869 28459948 + -ENSG00000266503.2 RN7SL162P chr22 28642979 28643270 - -ENSG00000183765.20 CHEK2 chr22 28687743 28742422 - -ENSG00000100209.9 HSCB chr22 28742031 28757515 + -ENSG00000159873.9 CCDC117 chr22 28772674 28789301 + -ENSG00000100219.16 XBP1 chr22 28794555 28800597 - -ENSG00000280977.1 Z93930.1 chr22 28798628 28798725 - -ENSG00000226471.6 CTA-292E10.6 chr22 28800683 28848559 + -ENSG00000272858.1 CTA-292E10.8 chr22 28814914 28815662 + -ENSG00000224256.1 CTA-292E10.7 chr22 28835893 28836137 - -ENSG00000183579.15 ZNRF3 chr22 28883592 29057487 + -ENSG00000235786.1 ZNRF3-IT1 chr22 28992721 29018620 + -ENSG00000177993.3 ZNRF3-AS1 chr22 29024999 29031476 - -ENSG00000100249.4 C22orf31 chr22 29058672 29061844 - -ENSG00000183762.12 KREMEN1 chr22 29073078 29168333 + -ENSG00000226772.1 CTA-747E2.10 chr22 29099041 29111683 - -ENSG00000281592.1 Z95116.1 chr22 29126261 29126404 - -ENSG00000200871.1 RNU6-810P chr22 29134014 29134120 + -ENSG00000251952.1 RNU6-1219P chr22 29191697 29191808 - -ENSG00000186998.15 EMID1 chr22 29205851 29259597 + -ENSG00000100263.13 RHBDD3 chr22 29259852 29268209 - -ENSG00000237015.1 CTA-984G1.5 chr22 29260889 29262037 + -ENSG00000182944.17 EWSR1 chr22 29268009 29300525 + -ENSG00000185340.15 GAS2L1 chr22 29306582 29312785 + -ENSG00000100276.9 RASL10A chr22 29312933 29319679 - -ENSG00000273216.1 AC002059.10 chr22 29316744 29317220 - -ENSG00000100280.16 AP1B1 chr22 29327680 29423179 - -ENSG00000280968.1 MIR3653 chr22 29333158 29333267 - -ENSG00000239127.1 SNORD125 chr22 29333163 29333258 - -ENSG00000242156.1 AC000041.8 chr22 29419155 29423193 - -ENSG00000278292.1 RFPL4AP6 chr22 29432944 29435005 + -ENSG00000225465.8 RFPL1S chr22 29436534 29478175 - -ENSG00000274457.1 AC000041.10 chr22 29437583 29437733 + -ENSG00000128250.5 RFPL1 chr22 29438583 29442455 + -ENSG00000282816.1 AC000035.3 chr22 29480220 29481113 - -ENSG00000100285.9 NEFH chr22 29480230 29491390 + -ENSG00000100296.13 THOC5 chr22 29505879 29555216 - -ENSG00000234208.1 CTA-256D12.11 chr22 29513889 29535390 - -ENSG00000184117.11 NIPSNAP1 chr22 29554808 29581337 - -ENSG00000186575.17 NF2 chr22 29603556 29698598 + -ENSG00000233010.1 RPEP4 chr22 29608900 29609501 + -ENSG00000232396.2 RP1-76B20.11 chr22 29705256 29719859 - -ENSG00000239446.1 RP1-76B20.12 chr22 29711820 29719714 - -ENSG00000100314.3 CABP7 chr22 29720084 29731839 + -ENSG00000100319.12 ZMAT5 chr22 29730956 29767011 - -ENSG00000200976.1 Y_RNA chr22 29758758 29758859 + -ENSG00000184076.12 UQCR10 chr22 29767369 29770413 + -ENSG00000100325.14 ASCC2 chr22 29788608 29838304 - -ENSG00000100330.15 MTMR3 chr22 29883155 30030866 + -ENSG00000278841.1 AC004819.1 chr22 29883860 29883945 + -ENSG00000207455.1 RNU6-331P chr22 29899587 29899693 - -ENSG00000221736.2 AC003681.1 chr22 29944206 29944299 + -ENSG00000279159.1 RP3-394A18.1 chr22 29978950 30028236 - -ENSG00000275818.1 MIR6818 chr22 30007049 30007113 + -ENSG00000227117.6 HORMAD2-AS1 chr22 30008742 30080480 - -ENSG00000227201.2 CNN2P1 chr22 30046276 30047193 - -ENSG00000176635.17 HORMAD2 chr22 30080174 30177075 + -ENSG00000226573.1 CTA-85E5.7 chr22 30105094 30105408 - -ENSG00000225971.1 CTA-85E5.6 chr22 30136673 30137681 - -ENSG00000225676.1 RP3-438O4.4 chr22 30184644 30207109 - -ENSG00000232530.1 RP1-102K2.6 chr22 30239194 30240538 + -ENSG00000128342.4 LIF chr22 30240447 30246851 - -ENSG00000268812.3 RP1-102K2.8 chr22 30246205 30246998 + -ENSG00000099985.3 OSM chr22 30262829 30266840 - -ENSG00000279699.1 RP1-102K2.9 chr22 30275215 30276951 - -ENSG00000239282.7 GATSL3 chr22 30285117 30289627 - -ENSG00000248751.6 RP1-130H16.18 chr22 30285238 30299482 - -ENSG00000099992.15 TBC1D10A chr22 30291990 30327046 - -ENSG00000099995.18 SF3A1 chr22 30331988 30356947 - -ENSG00000187860.10 CCDC157 chr22 30356635 30378658 + -ENSG00000099999.14 RNF215 chr22 30368811 30421771 - -ENSG00000100003.17 SEC14L2 chr22 30396857 30425317 + -ENSG00000249590.7 RP4-539M6.19 chr22 30409255 30428990 + -ENSG00000275258.1 AC004832.1 chr22 30411646 30411755 + -ENSG00000273350.1 RP4-539M6.20 chr22 30420512 30420912 + -ENSG00000222915.1 RNU6-564P chr22 30421045 30421148 + -ENSG00000272689.1 RP4-539M6.21 chr22 30421206 30421536 - -ENSG00000242114.5 MTFP1 chr22 30425530 30429053 + -ENSG00000273428.3 RP4-539M6.22 chr22 30435544 30436247 + -ENSG00000230137.1 RP4-539M6.18 chr22 30439837 30440318 + -ENSG00000100012.11 SEC14L3 chr22 30447959 30472049 - -ENSG00000181123.8 RP4-539M6.14 chr22 30475364 30492804 + -ENSG00000214161.3 SDC4P chr22 30481311 30481911 - -ENSG00000133488.14 SEC14L4 chr22 30488913 30505711 - -ENSG00000214491.8 SEC14L6 chr22 30522799 30546682 - -ENSG00000225774.2 SIRPAP1 chr22 30542536 30544305 + -ENSG00000128242.12 GAL3ST1 chr22 30554635 30574587 - -ENSG00000100029.17 PES1 chr22 30576625 30607083 - -ENSG00000223831.1 RP1-56J10.8 chr22 30598309 30606687 + -ENSG00000185339.8 TCN2 chr22 30606838 30627278 + -ENSG00000100036.12 SLC35E4 chr22 30635652 30669016 + -ENSG00000167065.13 DUSP18 chr22 30652051 30667890 - -ENSG00000250318.1 CTA-963H5.5 chr22 30653877 30654814 - -ENSG00000184792.15 OSBP2 chr22 30693782 30907824 + -ENSG00000264661.2 AL022336.1 chr22 30731540 30731649 + -ENSG00000237977.1 EIF4HP2 chr22 30902219 30902781 + -ENSG00000235989.3 MORC2-AS1 chr22 30922308 30932449 + -ENSG00000133422.12 MORC2 chr22 30925130 30968298 - -ENSG00000253352.8 TUG1 chr22 30970677 30979395 + -ENSG00000276664.1 TUG1_1 chr22 30971005 30971149 + -ENSG00000276057.1 TUG1_2 chr22 30971296 30971382 + -ENSG00000276965.1 TUG1_3 chr22 30972857 30973093 + -ENSG00000275307.1 TUG1_4 chr22 30973417 30973597 + -ENSG00000269987.1 RP3-430N8.11 chr22 30976515 30978848 - -ENSG00000269972.1 RP3-430N8.10 chr22 30977516 30977858 - -ENSG00000278920.1 RP3-412A9.17 chr22 31051630 31068327 + -ENSG00000240186.3 RN7SL633P chr22 31059989 31060285 + -ENSG00000183963.18 SMTN chr22 31064105 31104757 + -ENSG00000273387.1 RP3-412A9.16 chr22 31082156 31083565 - -ENSG00000198832.10 SELM chr22 31104772 31120069 - -ENSG00000235573.2 RP3-412A9.12 chr22 31113017 31113396 + -ENSG00000185133.13 INPP5J chr22 31122731 31134696 + -ENSG00000100078.3 PLA2G3 chr22 31134809 31140607 - -ENSG00000214125.2 RP3-412A9.15 chr22 31155966 31156647 - -ENSG00000264141.1 MIR3928 chr22 31160062 31160119 - -ENSG00000138942.15 RNF185 chr22 31160183 31207019 + -ENSG00000254835.1 RNF185-AS1 chr22 31205264 31205616 - -ENSG00000182541.17 LIMK2 chr22 31212239 31280080 + -ENSG00000199695.1 RNU6-1128P chr22 31222745 31222853 - -ENSG00000202019.1 Y_RNA chr22 31230071 31230172 - -ENSG00000100100.12 PIK3IP1 chr22 31281593 31292534 - -ENSG00000228839.5 PIK3IP1-AS1 chr22 31292499 31338021 + -ENSG00000212542.1 RNA5SP496 chr22 31305404 31305512 + -ENSG00000100105.17 PATZ1 chr22 31325804 31346232 - -ENSG00000213888.3 LINC01521 chr22 31346777 31348719 + -ENSG00000206615.1 RNU6-338P chr22 31388733 31388837 - -ENSG00000185721.11 DRG1 chr22 31399523 31528740 + -ENSG00000184708.17 EIF4ENIF1 chr22 31436977 31496108 - -ENSG00000240591.1 RP11-247I13.11 chr22 31454251 31464204 + -ENSG00000199248.1 RNU6-28P chr22 31479383 31479489 - -ENSG00000198089.14 SFI1 chr22 31488688 31618586 + -ENSG00000233733.1 H2AFZP6 chr22 31521199 31521592 - -ENSG00000229169.1 RP11-247I13.6 chr22 31538352 31538589 - -ENSG00000214093.3 RP11-247I13.3 chr22 31559483 31559939 + -ENSG00000241878.9 PISD chr22 31618491 31662432 - -ENSG00000275382.1 MIR7109 chr22 31621467 31621531 - -ENSG00000183530.13 PRR14L chr22 31676256 31750140 - -ENSG00000100150.16 DEPDC5 chr22 31753951 31907034 + -ENSG00000242251.3 RN7SL20P chr22 31757202 31757498 + -ENSG00000236132.1 CTA-440B3.1 chr22 31816379 31817491 - -ENSG00000252909.1 RNU6-201P chr22 31837238 31837298 + -ENSG00000227813.1 RP1-180M12.1 chr22 31890344 31891434 - -ENSG00000128254.12 C22orf24 chr22 31933521 31945518 - -ENSG00000128245.14 YWHAH chr22 31944461 31957603 + -ENSG00000227519.1 CTA-342B11.1 chr22 31963357 31970400 + -ENSG00000230866.1 CTA-342B11.2 chr22 31970823 31973475 + -ENSG00000240647.3 RN7SL305P chr22 31981147 31981427 - -ENSG00000232346.1 SC22CB-1E7.1 chr22 32039490 32039896 + -ENSG00000100170.9 SLC5A1 chr22 32043032 32113029 + -ENSG00000234479.2 AP1B1P1 chr22 32121977 32133469 + -ENSG00000237439.1 RP1-127L4.10 chr22 32129689 32130612 + -ENSG00000232707.1 AP1B1P2 chr22 32134028 32134133 + -ENSG00000239674.2 RP1-127L4.7 chr22 32141267 32143272 + -ENSG00000205856.3 C22orf42 chr22 32149006 32159322 - -ENSG00000230120.1 RP1-90G24.8 chr22 32159454 32160392 - -ENSG00000275656.1 RFPL3-AS1_1 chr22 32188400 32188487 - -ENSG00000128253.13 RFPL2 chr22 32190435 32203477 - -ENSG00000279219.1 AL008723.1 chr22 32191094 32191452 + -ENSG00000254127.1 IGLCOR22-1 chr22 32199919 32200234 + -ENSG00000242082.1 RP1-90G24.10 chr22 32205115 32269666 + -ENSG00000100191.5 SLC5A4 chr22 32218476 32255341 - -ENSG00000214076.3 CPSF1P1 chr22 32269381 32273110 + -ENSG00000224050.1 RP1-90G24.6 chr22 32273420 32277186 + -ENSG00000273325.1 RP1-90G24.11 chr22 32284683 32285131 + -ENSG00000234626.1 RP1-149A16.12 chr22 32327171 32343105 - -ENSG00000128276.10 RFPL3 chr22 32354885 32361161 + -ENSG00000271093.1 IGLCOR22-2 chr22 32356676 32356988 - -ENSG00000205853.10 RFPL3S chr22 32359906 32382052 - -ENSG00000274617.1 RFPL3-AS1_1 chr22 32362972 32363059 + -ENSG00000274170.1 RFPL3-AS1_2 chr22 32368497 32368567 + -ENSG00000230736.2 RP1-149A16.3 chr22 32376664 32384343 + -ENSG00000243519.1 IGLVIVOR22-2 chr22 32376682 32377135 + -ENSG00000241954.1 RP1-149A16.17 chr22 32383786 32385631 + -ENSG00000232218.1 RP1-149A16.16 chr22 32386668 32386868 + -ENSG00000100220.11 RTCB chr22 32387582 32412255 - -ENSG00000184459.8 BPIFC chr22 32413847 32464484 - -ENSG00000100225.17 FBXO7 chr22 32474676 32498829 + -ENSG00000185666.14 SYN3 chr22 32512552 33058372 - -ENSG00000236054.1 LL22NC03-104C7.1 chr22 32583300 32584204 + -ENSG00000251890.1 RNA5SP497 chr22 32635102 32635198 - -ENSG00000229673.1 LL22NC01-116C6.1 chr22 32783177 32784982 + -ENSG00000100234.11 TIMP3 chr22 32801701 32863043 + -ENSG00000228194.1 CTA-415G2.2 chr22 33014980 33015461 + -ENSG00000228622.1 RP1-302D9.1 chr22 33105383 33106059 - -ENSG00000231253.1 RP1-302D9.2 chr22 33108529 33116294 + -ENSG00000233632.1 RP1-302D9.5 chr22 33137140 33137338 + -ENSG00000133424.20 LARGE chr22 33162226 33922841 - -ENSG00000232073.1 RP1-302D9.3 chr22 33164063 33166439 + -ENSG00000230741.1 SC22CB-1D7.1 chr22 33320865 33322813 + -ENSG00000266012.1 MIR4764 chr22 33436582 33436669 - -ENSG00000253007.2 SNORA76 chr22 33704786 33704920 - -ENSG00000281295.1 SNORA50 chr22 33704786 33704922 - -ENSG00000232081.1 LARGE-IT1 chr22 33723832 33724912 - -ENSG00000224973.5 LARGE-AS1 chr22 33725014 33750843 + -ENSG00000273082.1 LL22NC03-32F9.1 chr22 33922422 33922766 + -ENSG00000236052.1 LL22NC03-86D4.1 chr22 34017473 34188425 + -ENSG00000224404.1 LL22NC03-13G6.2 chr22 34208141 34209262 - -ENSG00000235485.1 RP1-101G11.2 chr22 34589085 34591278 - -ENSG00000280356.1 RP1-101G11.3 chr22 34641179 34651862 + -ENSG00000234891.1 RP1-288L1.5 chr22 34703126 34704885 - -ENSG00000237316.1 RP1-288L1.4 chr22 34711908 34724919 - -ENSG00000227895.5 ISX-AS1 chr22 34997719 35002862 - -ENSG00000175329.12 ISX chr22 35066136 35087387 + -ENSG00000233080.2 LINC01399 chr22 35119824 35231056 - -ENSG00000273068.1 CTA-714B7.7 chr22 35122661 35127419 + -ENSG00000279184.1 RP3-323A16.1 chr22 35160947 35215025 + -ENSG00000238153.1 CTA-714B7.4 chr22 35164304 35165347 + -ENSG00000243453.1 COX7BP1 chr22 35194699 35194942 - -ENSG00000238584.1 RNU7-167P chr22 35249772 35249833 + -ENSG00000100281.13 HMGXB4 chr22 35257452 35295807 + -ENSG00000273176.1 RP3-510H16.3 chr22 35298838 35299541 - -ENSG00000100284.20 TOM1 chr22 35299275 35347994 + -ENSG00000266320.1 MIR3909 chr22 35335640 35335758 + -ENSG00000274280.1 MIR6069 chr22 35336721 35336799 - -ENSG00000282602.1 CTA-286B10.7 chr22 35372174 35372621 + -ENSG00000282041.1 CTA-286B10.8 chr22 35376422 35377261 + -ENSG00000100292.16 HMOX1 chr22 35380361 35394214 + -ENSG00000100297.15 MCM5 chr22 35400063 35425430 + -ENSG00000233388.2 RP4-569D19.5 chr22 35501861 35503586 - -ENSG00000273044.1 RP4-569D19.8 chr22 35526932 35527415 + -ENSG00000100302.6 RASD2 chr22 35540868 35554001 + -ENSG00000198125.12 MB chr22 35606764 35637951 - -ENSG00000268818.2 CITF22-62D4.1 chr22 35626988 35635134 - -ENSG00000221963.5 APOL6 chr22 35648395 35668409 + -ENSG00000228587.1 RP1-41P2.7 chr22 35685940 35689373 + -ENSG00000226336.2 MRPS16P3 chr22 35703803 35704176 + -ENSG00000128313.2 APOL5 chr22 35717872 35729483 + -ENSG00000100320.22 RBFOX2 chr22 35738736 36028425 - -ENSG00000237406.1 NDUFA9P1 chr22 35897270 35898404 - -ENSG00000279652.1 RP1-78B3.1 chr22 35992321 36000469 + -ENSG00000279927.1 CTA-212A2.4 chr22 36066533 36070110 + -ENSG00000279217.1 CTA-212A2.3 chr22 36071000 36085573 + -ENSG00000279714.1 CTA-212A2.2 chr22 36091148 36093352 + -ENSG00000279805.1 CTA-212A2.1 chr22 36137430 36139350 - -ENSG00000128284.19 APOL3 chr22 36140330 36166177 - -ENSG00000233764.1 Z95114.4 chr22 36172422 36172779 + -ENSG00000231576.1 Z95114.3 chr22 36172934 36173948 + -ENSG00000237948.1 Z95114.5 chr22 36174261 36174822 + -ENSG00000225557.1 Z95114.6 chr22 36175167 36175854 + -ENSG00000237129.1 Z95114.7 chr22 36175857 36176526 + -ENSG00000229088.1 MTND1P10 chr22 36178554 36179385 + -ENSG00000100336.17 APOL4 chr22 36189124 36204840 - -ENSG00000128335.13 APOL2 chr22 36226203 36239954 - -ENSG00000100342.20 APOL1 chr22 36253010 36267530 + -ENSG00000100345.20 MYH9 chr22 36281281 36388018 - -ENSG00000278420.1 MIR6819 chr22 36286847 36286907 - -ENSG00000223695.1 RP4-633O19__A.1 chr22 36388626 36396517 + -ENSG00000237668.1 RPS15AP38 chr22 36421273 36421644 - -ENSG00000252575.1 BX470187.1 chr22 36438824 36438926 - -ENSG00000252225.1 Y_RNA chr22 36440880 36440970 - -ENSG00000228719.1 RP5-1119A7.14 chr22 36445395 36454944 - -ENSG00000100348.9 TXN2 chr22 36467036 36482030 - -ENSG00000100350.14 FOXRED2 chr22 36487190 36507101 - -ENSG00000100353.17 EIF3D chr22 36510850 36529436 - -ENSG00000188078.5 RP5-1119A7.11 chr22 36536656 36537604 - -ENSG00000229971.1 RP5-1119A7.10 chr22 36552165 36552700 + -ENSG00000261675.1 RP5-1119A7.17 chr22 36560870 36562915 - -ENSG00000166862.6 CACNG2 chr22 36563921 36703558 - -ENSG00000234688.1 RP1-293L6.1 chr22 36703918 36721472 + -ENSG00000100360.14 IFT27 chr22 36758202 36776256 - -ENSG00000100362.12 PVALB chr22 36800684 36819479 - -ENSG00000234979.1 CITF22-24E5.1 chr22 36816326 36819736 + -ENSG00000183822.3 CTA-833B7.2 chr22 36847372 36870441 - -ENSG00000100365.14 NCF4 chr22 36860988 36878015 + -ENSG00000100368.13 CSF2RB chr22 36913628 36940449 + -ENSG00000232254.1 CSF2RBP1 chr22 36950529 36953723 - -ENSG00000215403.1 LL22NC01-81G9.3 chr22 36965248 36968172 + -ENSG00000185264.11 TEX33 chr22 36991120 37007841 - -ENSG00000128311.13 TST chr22 37010859 37020183 - -ENSG00000252412.1 Y_RNA chr22 37013225 37013319 + -ENSG00000128309.16 MPST chr22 37019635 37029822 + -ENSG00000100379.17 KCTD17 chr22 37051736 37063390 + -ENSG00000201078.1 RN7SKP214 chr22 37055033 37055347 - -ENSG00000187045.16 TMPRSS6 chr22 37065436 37109563 - -ENSG00000231467.2 RP5-1170K4.7 chr22 37080068 37082847 + -ENSG00000100385.13 IL2RB chr22 37125838 37175054 - -ENSG00000252142.1 AL022314.1 chr22 37138024 37138083 + -ENSG00000235237.1 RP1-151B14.6 chr22 37166757 37182850 + -ENSG00000133466.13 C1QTNF6 chr22 37180167 37199385 - -ENSG00000278195.1 SSTR3 chr22 37204238 37212322 - -ENSG00000226233.1 RP1-151B14.9 chr22 37215738 37215891 - -ENSG00000128340.14 RAC2 chr22 37225261 37244448 - -ENSG00000100055.20 CYTH4 chr22 37282027 37315345 + -ENSG00000243902.6 ELFN2 chr22 37339583 37427445 - -ENSG00000237862.1 RP1-63G5.7 chr22 37352190 37354839 - -ENSG00000166897.14 ELFN2 chr22 37367960 37427470 - -ENSG00000272694.1 RP1-63G5.8 chr22 37371684 37372858 + -ENSG00000100060.17 MFNG chr22 37469063 37486401 - -ENSG00000100065.14 CARD10 chr22 37490362 37519542 - -ENSG00000225867.1 RP5-1177I5.3 chr22 37550026 37551735 + -ENSG00000128283.6 CDC42EP1 chr22 37560447 37569405 + -ENSG00000100079.6 LGALS2 chr22 37570246 37582616 - -ENSG00000273866.1 Metazoa_SRP chr22 37578669 37578922 + -ENSG00000100083.18 GGA1 chr22 37608475 37633564 + -ENSG00000100092.20 SH3BP1 chr22 37634654 37666932 + -ENSG00000233360.4 Z83844.1 chr22 37641832 37658377 - -ENSG00000241360.1 PDXP chr22 37658727 37666934 + -ENSG00000241333.3 RN7SL385P chr22 37669464 37669739 - -ENSG00000100097.11 LGALS1 chr22 37675608 37679806 + -ENSG00000273899.4 NOL12 chr22 37681673 37693478 + -ENSG00000100101.15 RP1-37E16.12 chr22 37686414 37726503 + -ENSG00000100106.19 TRIOBP chr22 37697004 37776556 + -ENSG00000281932.1 RP1-37E16.12 chr22 37734401 37755656 + -ENSG00000189060.5 H1F0 chr22 37805093 37807436 + -ENSG00000100116.16 GCAT chr22 37807905 37817176 + -ENSG00000128310.2 GALR3 chr22 37823382 37825495 + -ENSG00000100124.12 ANKRD54 chr22 37830855 37849327 - -ENSG00000207945.1 MIR658 chr22 37844272 37844371 - -ENSG00000207696.1 MIR659 chr22 37847678 37847774 - -ENSG00000100129.17 EIF3L chr22 37848868 37889407 + -ENSG00000279738.1 RP5-1014D13.2 chr22 37876148 37895563 + -ENSG00000207227.1 RNU6-900P chr22 37891347 37891448 + -ENSG00000100139.13 MICALL1 chr22 37905657 37942822 + -ENSG00000278948.1 RP5-1039K5.12 chr22 37943050 37944898 + -ENSG00000128346.10 C22orf23 chr22 37943050 37953669 - -ENSG00000280527.1 AL031587.1 chr22 37946326 37946426 + -ENSG00000279010.1 RP5-1039K5.19 chr22 37948352 38002889 + -ENSG00000272582.1 RP5-1039K5.17 chr22 37950965 37951778 + -ENSG00000100142.14 POLR2F chr22 37952607 38041915 + -ENSG00000277321.1 MIR6820 chr22 37967563 37967624 + -ENSG00000100146.16 SOX10 chr22 37970686 37987422 - -ENSG00000264505.1 MIR4534 chr22 37988794 37988853 + -ENSG00000222044.1 RP5-1039K5.16 chr22 38032165 38034228 - -ENSG00000273214.1 RP5-1039K5.18 chr22 38043230 38043920 + -ENSG00000100151.15 PICK1 chr22 38056311 38075701 + -ENSG00000233739.1 RP5-1039K5.13 chr22 38057180 38073940 - -ENSG00000100156.10 SLC16A8 chr22 38078134 38084093 - -ENSG00000128298.16 BAIAP2L2 chr22 38084889 38110670 - -ENSG00000272720.1 CTA-228A9.3 chr22 38090127 38091559 + -ENSG00000184381.18 PLA2G6 chr22 38111495 38205690 - -ENSG00000279080.1 CTA-228A9.4 chr22 38130216 38150612 + -ENSG00000185022.11 MAFF chr22 38200767 38216511 + -ENSG00000198792.12 TMEM184B chr22 38219291 38273034 - -ENSG00000235246.1 RP1-5O6.5 chr22 38231320 38232248 + -ENSG00000241693.2 RN7SL704P chr22 38231720 38231993 + -ENSG00000265311.1 AL020993.1 chr22 38274339 38274424 - -ENSG00000277385.1 Metazoa_SRP chr22 38281028 38281289 - -ENSG00000213923.10 CSNK1E chr22 38290691 38398522 - -ENSG00000244627.5 RP3-449O17.1 chr22 38335762 38398929 - -ENSG00000229955.1 RP1-5O6.4 chr22 38387918 38388857 - -ENSG00000228620.1 RP3-434P1.6 chr22 38424288 38427336 + -ENSG00000168135.4 KCNJ4 chr22 38426327 38455199 - -ENSG00000100196.10 KDELR3 chr22 38468062 38483447 + -ENSG00000100201.18 DDX17 chr22 38483440 38507660 - -ENSG00000100206.9 DMC1 chr22 38518949 38570286 - -ENSG00000224279.2 RP1-199H16.6 chr22 38574931 38575431 - -ENSG00000184949.15 FAM227A chr22 38578120 38656629 - -ENSG00000100211.10 CBY1 chr22 38656636 38673854 + -ENSG00000230912.1 RP3-508I15.10 chr22 38666508 38668750 - -ENSG00000228274.3 RP3-508I15.9 chr22 38667585 38681820 - -ENSG00000100216.5 TOMM22 chr22 38681948 38685421 + -ENSG00000100221.10 JOSD1 chr22 38685543 38701556 - -ENSG00000100226.15 GTPBP1 chr22 38705723 38738299 + -ENSG00000229598.1 PRDX3P1 chr22 38722743 38723505 - -ENSG00000244491.1 RP3-508I15.18 chr22 38734725 38738765 + -ENSG00000100242.15 SUN2 chr22 38734725 38794143 - -ENSG00000230149.2 RP3-508I15.19 chr22 38734730 38738990 + -ENSG00000273096.1 RP3-508I15.20 chr22 38736610 38736792 - -ENSG00000225450.1 RP3-508I15.14 chr22 38739003 38749041 + -ENSG00000272669.1 RP3-508I15.21 chr22 38742625 38743115 + -ENSG00000273076.1 RP3-508I15.22 chr22 38743495 38743910 + -ENSG00000100246.12 DNAL4 chr22 38778508 38794198 - -ENSG00000221890.2 NPTXR chr22 38818452 38843982 - -ENSG00000183741.11 CBX6 chr22 38861450 38872314 - -ENSG00000235209.1 CTA-150C2.13 chr22 38921227 38924708 + -ENSG00000128383.12 APOBEC3A chr22 38952741 38992778 + -ENSG00000179750.15 APOBEC3B chr22 38982347 38992804 + -ENSG00000249310.2 APOBEC3B-AS1 chr22 38991559 38998209 - -ENSG00000244509.3 APOBEC3C chr22 39014083 39020352 + -ENSG00000243811.7 APOBEC3D chr22 39014363 39033276 + -ENSG00000128394.16 APOBEC3F chr22 39040604 39053910 + -ENSG00000239713.7 APOBEC3G chr22 39040961 39087743 + -ENSG00000259421.1 CTA-150C2.20 chr22 39070414 39070671 + -ENSG00000225720.6 RP4-742C19.12 chr22 39091586 39092855 + -ENSG00000100298.15 APOBEC3H chr22 39097224 39104067 + -ENSG00000100307.12 CBX7 chr22 39120167 39152674 - -ENSG00000226024.1 COX5BP7 chr22 39120293 39120566 - -ENSG00000279833.1 RP4-742C19.13 chr22 39133090 39136760 + -ENSG00000227009.1 FUNDC2P4 chr22 39155525 39155945 + -ENSG00000100311.16 PDGFB chr22 39223359 39244751 - -ENSG00000224794.1 RP3-333H23.8 chr22 39292988 39295563 + -ENSG00000100316.15 RPL3 chr22 39312882 39320389 - -ENSG00000209480.1 SNORD83B chr22 39313819 39313911 - -ENSG00000209482.1 SNORD83A chr22 39315213 39315307 - -ENSG00000280859.1 AL022326.1 chr22 39319019 39319147 - -ENSG00000263764.1 SNORD43 chr22 39319050 39319113 - -ENSG00000100321.14 SYNGR1 chr22 39349925 39385588 + -ENSG00000280216.1 RP3-333H23.9 chr22 39379610 39380015 + -ENSG00000100324.13 TAB1 chr22 39399741 39437060 + -ENSG00000128268.11 MGAT3 chr22 39457344 39492194 + -ENSG00000227188.1 MGAT3-AS1 chr22 39475807 39476822 - -ENSG00000100335.12 MIEF1 chr22 39499432 39518132 + -ENSG00000128272.14 ATF4 chr22 39519695 39522685 + -ENSG00000187051.8 RPS19BP1 chr22 39529093 39532855 - -ENSG00000100346.17 CACNA1I chr22 39570753 39689737 + -ENSG00000176177.9 ENTHD1 chr22 39743044 39893864 - -ENSG00000235647.1 RP1-172B20.6 chr22 39750127 39751293 + -ENSG00000238875.1 RN7SKP210 chr22 39874255 39874515 - -ENSG00000226085.3 UQCRFS1P1 chr22 39875289 39876108 + -ENSG00000100351.16 GRAP2 chr22 39901082 39973721 + -ENSG00000225528.1 RP3-370M22.8 chr22 39960397 39964683 + -ENSG00000133477.16 FAM83F chr22 39994949 40043529 + -ENSG00000261202.1 RP3-496C20.1 chr22 40043068 40044530 - -ENSG00000100354.20 TNRC6B chr22 40044817 40335808 + -ENSG00000228599.1 RPL7P52 chr22 40106325 40107066 - -ENSG00000239900.11 ADSL chr22 40346500 40369367 + -ENSG00000279624.3 RP5-1042K10.14 chr22 40364958 40404362 + -ENSG00000100359.20 SGSM3 chr22 40370591 40410289 + -ENSG00000229999.6 RP5-1042K10.10 chr22 40372664 40388290 - -ENSG00000196588.14 MKL1 chr22 40410281 40636702 - -ENSG00000272834.1 RP5-1042K10.13 chr22 40415003 40415445 + -ENSG00000227413.1 RP5-1042K10.12 chr22 40433136 40433641 + -ENSG00000232564.2 RP4-591N18.2 chr22 40521800 40561397 + -ENSG00000252124.1 AL031594.1 chr22 40528057 40528133 - -ENSG00000172912.4 COX6B1P3 chr22 40569286 40569895 + -ENSG00000230071.2 RPL4P6 chr22 40586700 40588003 - -ENSG00000231907.2 GAPDHP37 chr22 40673484 40674451 - -ENSG00000128285.4 MCHR1 chr22 40678750 40682814 + -ENSG00000100372.14 SLC25A17 chr22 40769630 40819399 - -ENSG00000230769.1 RP3-408N23.4 chr22 40788777 40789267 - -ENSG00000233603.1 JTBP1 chr22 40798039 40798285 + -ENSG00000266594.1 MIR4766 chr22 40813883 40813958 - -ENSG00000100380.12 ST13 chr22 40824535 40857022 - -ENSG00000196236.12 XPNPEP3 chr22 40857077 40932815 + -ENSG00000172404.4 DNAJB7 chr22 40859549 40862126 - -ENSG00000273979.1 Metazoa_SRP chr22 40917111 40917381 + -ENSG00000200683.1 RNU6-379P chr22 40917743 40917846 + -ENSG00000100387.8 RBX1 chr22 40951347 40973309 + -ENSG00000222698.1 Y_RNA chr22 41045497 41045591 + -ENSG00000280863.1 AL080243.1 chr22 41060632 41060701 - -ENSG00000237214.3 RP11-12M9.3 chr22 41064052 41064633 + -ENSG00000199515.1 Y_RNA chr22 41065554 41065646 - -ENSG00000213857.3 RP11-12M9.4 chr22 41074180 41075239 - -ENSG00000100393.9 EP300 chr22 41091786 41180077 + -ENSG00000221160.1 MIR1281 chr22 41092513 41092566 + -ENSG00000252859.1 RNU6-375P chr22 41168217 41168316 + -ENSG00000232754.1 RP1-85F18.6 chr22 41169190 41183144 - -ENSG00000231993.1 EP300-AS1 chr22 41174591 41197456 - -ENSG00000215771.2 LRRC37A14P chr22 41189727 41190188 - -ENSG00000100395.14 L3MBTL2 chr22 41205205 41231271 + -ENSG00000235513.1 RP4-756G23.5 chr22 41209122 41217627 - -ENSG00000100399.15 CHADL chr22 41229510 41240934 - -ENSG00000100401.19 RANGAP1 chr22 41245611 41286251 - -ENSG00000274552.1 MIR6889 chr22 41252992 41253050 - -ENSG00000100403.11 ZC3H7B chr22 41301522 41360147 + -ENSG00000167074.14 TEF chr22 41367333 41399326 + -ENSG00000199865.1 RNU6-495P chr22 41377177 41377283 - -ENSG00000273424.1 CTA-223H9.9 chr22 41430934 41431375 + -ENSG00000183864.4 TOB2 chr22 41433492 41447023 - -ENSG00000100410.7 PHF5A chr22 41459717 41468725 - -ENSG00000100412.15 ACO2 chr22 41469125 41528989 + -ENSG00000100413.16 POLR3H chr22 41525804 41544606 - -ENSG00000172346.14 CSDC2 chr22 41560763 41577741 + -ENSG00000100417.11 PMM1 chr22 41576894 41589890 - -ENSG00000100418.7 DESI1 chr22 41598028 41621096 - -ENSG00000196419.12 XRCC6 chr22 41621119 41664048 + -ENSG00000200332.1 Y_RNA chr22 41648089 41648190 - -ENSG00000100138.13 NHP2L1 chr22 41673930 41690504 - -ENSG00000207457.1 RNU6-476P chr22 41679711 41679817 + -ENSG00000184208.10 C22orf46 chr22 41688939 41698136 + -ENSG00000167077.12 MEI1 chr22 41699499 41799456 + -ENSG00000231261.1 HMGN2P10 chr22 41709225 41709489 - -ENSG00000252603.1 RNU6ATAC22P chr22 41722043 41722131 - -ENSG00000206813.1 Y_RNA chr22 41747312 41747413 + -ENSG00000100147.13 CCDC134 chr22 41800679 41826299 + -ENSG00000184068.2 RP5-821D11.7 chr22 41831215 41834665 - -ENSG00000198911.11 SREBF2 chr22 41833079 41907308 + -ENSG00000207932.1 MIR33A chr22 41900944 41901012 + -ENSG00000234965.2 SHISA8 chr22 41909554 41914667 - -ENSG00000159958.4 TNFRSF13C chr22 41922023 41926818 - -ENSG00000263463.1 MIR378I chr22 41923222 41923297 - -ENSG00000100162.14 CENPM chr22 41938721 41947164 - -ENSG00000205704.6 LINC00634 chr22 41952165 41958933 + -ENSG00000100167.19 SEPT3 chr22 41976272 41998221 + -ENSG00000224883.1 CTA-250D10.19 chr22 41981304 41982217 - -ENSG00000183066.14 WBP2NL chr22 41998725 42058456 + -ENSG00000215347.3 SLC25A5P1 chr22 42001069 42001966 - -ENSG00000198951.11 NAGA chr22 42058354 42070842 - -ENSG00000177096.8 FAM109B chr22 42074251 42079441 + -ENSG00000238498.1 SNORD13P1 chr22 42076058 42076161 - -ENSG00000183172.8 SMDT1 chr22 42079691 42084284 + -ENSG00000184983.9 NDUFA6 chr22 42085525 42090955 - -ENSG00000270083.1 RP1-257I20.14 chr22 42089630 42090028 - -ENSG00000237037.9 NDUFA6-AS1 chr22 42090931 42137742 + -ENSG00000213790.2 OLA1P1 chr22 42107765 42108953 - -ENSG00000100197.20 CYP2D6 chr22 42126499 42130906 - -ENSG00000227370.1 RP4-669P10.19 chr22 42132543 42132998 + -ENSG00000232710.1 RP4-669P10.16 chr22 42136433 42139927 - -ENSG00000281538.1 RP4-669P10.20 chr22 42138060 42139726 + -ENSG00000205702.10 CYP2D7 chr22 42140203 42144577 - -ENSG00000226450.2 CYP2D8P chr22 42149886 42155001 - -ENSG00000100207.18 TCF20 chr22 42160013 42343616 - -ENSG00000182057.4 OGFRP1 chr22 42269753 42275196 + -ENSG00000233903.2 Z83851.4 chr22 42276355 42277052 + -ENSG00000273366.1 CTA-989H11.1 chr22 42278188 42278846 + -ENSG00000229891.1 LINC01315 chr22 42364400 42369236 - -ENSG00000235568.6 NFAM1 chr22 42380410 42432395 - -ENSG00000230107.1 CTA-126B4.7 chr22 42438023 42446195 + -ENSG00000172250.14 SERHL chr22 42500579 42512560 + -ENSG00000189306.10 RRP7A chr22 42509968 42519802 - -ENSG00000265106.1 Z93241.1 chr22 42552188 42552273 - -ENSG00000183569.17 SERHL2 chr22 42553617 42574382 + -ENSG00000182841.12 RRP7BP chr22 42555223 42582038 - -ENSG00000202058.1 RN7SKP80 chr22 42565048 42565330 - -ENSG00000251913.1 RNU6-513P chr22 42569147 42569250 - -ENSG00000100227.17 POLDIP3 chr22 42583721 42614962 - -ENSG00000276027.1 RNU12 chr22 42615244 42615393 + -ENSG00000270022.3 RNU12 chr22 42615244 42615907 + -ENSG00000100243.20 CYB5R3 chr22 42617840 42649568 - -ENSG00000249222.1 ATP5L2 chr22 42639803 42640601 - -ENSG00000128274.15 A4GALT chr22 42692121 42721298 - -ENSG00000200448.1 Y_RNA chr22 42762860 42762959 - -ENSG00000234009.1 RPL5P34 chr22 42776406 42777296 - -ENSG00000229608.1 GOLGA2P4 chr22 42784462 42787100 + -ENSG00000274717.1 RP1-47A17.1 chr22 42791814 42794313 - -ENSG00000242247.10 ARFGAP3 chr22 42796502 42858106 - -ENSG00000100266.17 PACSIN2 chr22 42835412 43015145 - -ENSG00000226989.1 AL049758.2 chr22 42853403 42853799 - -ENSG00000230319.1 AL022476.2 chr22 43038585 43052366 + -ENSG00000100271.16 TTLL1 chr22 43039644 43089428 - -ENSG00000234735.1 AL022237.3 chr22 43092167 43092524 + -ENSG00000100290.2 BIK chr22 43110748 43129712 + -ENSG00000100294.12 MCAT chr22 43132206 43143394 - -ENSG00000100300.17 TSPO chr22 43151514 43163242 + -ENSG00000100304.12 TTLL12 chr22 43166622 43187133 - -ENSG00000159307.18 SCUBE1 chr22 43197283 43343388 - -ENSG00000236272.1 Z82214.3 chr22 43212674 43213661 + -ENSG00000234892.1 Z82214.2 chr22 43232141 43239010 + -ENSG00000203527.2 Z99756.1 chr22 43275955 43283830 + -ENSG00000236117.1 RP4-754E20__A.5 chr22 43400331 43409681 + -ENSG00000186732.13 MPPED1 chr22 43411196 43507848 + -ENSG00000223843.4 EFCAB6-AS1 chr22 43516107 43537117 + -ENSG00000186976.14 EFCAB6 chr22 43528744 43812337 - -ENSG00000233157.1 RP3-388M5.8 chr22 43759199 43759910 - -ENSG00000180150.5 HMGN2P9 chr22 43802544 43802772 + -ENSG00000261251.1 RP3-388M5.9 chr22 43812456 43817394 + -ENSG00000130540.13 SULT4A1 chr22 43824509 43862503 - -ENSG00000100341.11 PNPLA5 chr22 43879678 43892013 - -ENSG00000266837.1 Z97055.1 chr22 43904596 43904681 - -ENSG00000100344.10 PNPLA3 chr22 43923739 43964488 + -ENSG00000100347.14 SAMM50 chr22 43955421 44010531 + -ENSG00000224856.2 RP4-796I17.5 chr22 43957027 43957348 + -ENSG00000188677.14 PARVB chr22 43999211 44172949 + -ENSG00000279175.1 CTA-414D7.1 chr22 44102779 44116232 + -ENSG00000280434.1 RP4-671O14.6 chr22 44139365 44153626 + -ENSG00000138964.16 PARVG chr22 44172956 44219533 + -ENSG00000279933.1 RP4-671O14.5 chr22 44183031 44187739 - -ENSG00000280011.1 RP4-671O14.7 chr22 44210442 44229512 - -ENSG00000138944.7 KIAA1644 chr22 44243667 44312851 - -ENSG00000220702.1 RP1-32I10.10 chr22 44365551 44366284 + -ENSG00000236079.1 RP1-32I10.11 chr22 44413485 44414814 - -ENSG00000232655.1 CTA-397C4.2 chr22 44443327 44444788 + -ENSG00000228807.1 MRPS18CP6 chr22 44483495 44483717 - -ENSG00000279642.1 RP5-1033E15.3 chr22 44486295 44486914 - -ENSG00000188636.3 LDOC1L chr22 44492572 44498298 - -ENSG00000215333.3 KRT18P23 chr22 44566965 44568247 + -ENSG00000187012.10 LINC00207 chr22 44569339 44572341 + -ENSG00000234300.1 LINC00229 chr22 44606939 44625419 - -ENSG00000231801.2 ANP32BP2 chr22 44651835 44652379 + -ENSG00000186654.20 PRR5 chr22 44668547 44737681 + -ENSG00000248405.9 PRR5-ARHGAP8 chr22 44702233 44862784 + -ENSG00000241484.9 ARHGAP8 chr22 44752558 44862788 + -ENSG00000056487.15 PHF21B chr22 44881162 45009999 - -ENSG00000223730.1 RP1-127B20.4 chr22 44901547 44902471 + -ENSG00000230922.1 RP4-753M9.1 chr22 45000565 45003619 - -ENSG00000226328.6 NUP50-AS1 chr22 45133020 45163781 - -ENSG00000273243.1 CTA-217C2.2 chr22 45155539 45156011 - -ENSG00000093000.18 NUP50 chr22 45163841 45188015 + -ENSG00000273353.1 CTA-268H5.12 chr22 45178990 45179310 + -ENSG00000100364.18 KIAA0930 chr22 45190338 45240769 - -ENSG00000221598.2 MIR1249 chr22 45200938 45201049 - -ENSG00000273287.2 CTA-268H5.14 chr22 45262273 45263585 - -ENSG00000213752.3 CTA-268H5.9 chr22 45275599 45276085 + -ENSG00000100373.9 UPK3A chr22 45284982 45295874 + -ENSG00000100376.11 FAM118A chr22 45308968 45341955 + -ENSG00000077935.16 SMC1B chr22 45344063 45413619 - -ENSG00000128408.8 RIBC2 chr22 45413691 45432496 + -ENSG00000232363.1 RP1-102D24.5 chr22 45435864 45448743 - -ENSG00000077942.17 FBLN1 chr22 45502238 45601135 + -ENSG00000238120.1 LINC01589 chr22 45604432 45605621 - -ENSG00000251985.1 RNU6-1161P chr22 45624531 45624632 - -ENSG00000280383.1 CTA-941F9.10 chr22 45657019 45680130 + -ENSG00000130638.15 ATXN10 chr22 45671798 45845307 + -ENSG00000264160.1 MIR4762 chr22 45760524 45760598 + -ENSG00000235347.1 RP1-37M3.8 chr22 45792418 45793636 - -ENSG00000279954.1 WI2-85898F10.2 chr22 45875932 45879247 + -ENSG00000235091.1 WI2-85898F10.1 chr22 45875999 45887748 - -ENSG00000188064.9 WNT7B chr22 45920362 45977129 - -ENSG00000265610.1 CR536603.1 chr22 45976878 45976954 - -ENSG00000280424.1 CITF22-92A6.2 chr22 46006616 46010777 + -ENSG00000273145.1 CITF22-92A6.1 chr22 46013606 46015498 + -ENSG00000231711.2 LINC00899 chr22 46039907 46044853 - -ENSG00000182257.6 PRR34 chr22 46049478 46054144 - -ENSG00000273289.1 RP6-109B7.5 chr22 46053093 46053560 + -ENSG00000241990.5 PRR34-AS1 chr22 46053705 46057210 + -ENSG00000197182.12 MIRLET7BHG chr22 46053869 46113928 + -ENSG00000231010.1 RP6-109B7.2 chr22 46055740 46058160 - -ENSG00000235159.1 RP6-109B7.4 chr22 46067356 46069891 - -ENSG00000266533.1 MIR3619 chr22 46091044 46091126 + -ENSG00000198986.2 MIRLET7A3 chr22 46112732 46112840 + -ENSG00000264147.1 MIR4763 chr22 46113566 46113657 + -ENSG00000207875.1 MIRLET7B chr22 46113686 46113768 + -ENSG00000186951.16 PPARA chr22 46150521 46243756 + -ENSG00000280384.1 RP4-695O20.1 chr22 46163303 46165347 + -ENSG00000205643.10 CDPF1 chr22 46244011 46250679 - -ENSG00000130943.6 PKDREJ chr22 46255663 46263355 - -ENSG00000075234.16 TTC38 chr22 46267961 46294008 + -ENSG00000277232.2 GTSE1-AS1 chr22 46295143 46296660 - -ENSG00000075218.18 GTSE1 chr22 46296741 46330810 + -ENSG00000100416.12 TRMU chr22 46330875 46357340 + -ENSG00000075275.16 CELSR1 chr22 46360834 46537170 - -ENSG00000230634.1 RP5-996D20.3 chr22 46481329 46481760 - -ENSG00000234869.1 RP3-439F8.1 chr22 46541495 46548196 + -ENSG00000075240.16 GRAMD4 chr22 46576012 46679790 + -ENSG00000100422.13 CERK chr22 46684411 46738261 - -ENSG00000260708.1 CTA-29F11.1 chr22 46761894 46762563 - -ENSG00000054611.13 TBC1D22A chr22 46762617 47175699 + -ENSG00000280080.1 U51561.1 chr22 46915328 46915908 - -ENSG00000278881.1 FP325331.1 chr22 47115838 47117217 - -ENSG00000280312.1 RP1-111J24.1 chr22 47259366 47261007 + -ENSG00000224715.1 CITF22-49D8.1 chr22 47345569 47373541 + -ENSG00000218357.3 LL22NC03-75H12.2 chr22 47461299 47487111 - -ENSG00000205634.6 LINC00898 chr22 47621043 47631569 - -ENSG00000224271.5 RP11-191L9.4 chr22 47631674 47855600 + -ENSG00000232897.2 RP11-191L9.5 chr22 47662559 47663603 - -ENSG00000230345.1 RP13-455A7.1 chr22 47860671 47862062 + -ENSG00000279712.1 CTA-280A3.2 chr22 47916728 47926264 + -ENSG00000235154.1 CTA-280A3__B.2 chr22 48044710 48048549 - -ENSG00000278890.1 LL22NC03-27C5.1 chr22 48052646 48058275 + -ENSG00000238192.1 LL22NC03-121E8.4 chr22 48139461 48141001 - -ENSG00000229275.1 LL22NC03-121E8.3 chr22 48141542 48143229 + -ENSG00000266508.1 MIR3201 chr22 48274364 48274415 + -ENSG00000233179.1 RP11-536P6.3 chr22 48448890 48451217 + -ENSG00000219438.8 FAM19A5 chr22 48489460 48850912 + -ENSG00000281732.1 CTA-299D3.8 chr22 48538900 48547387 - -ENSG00000266887.1 MIR4535 chr22 48780295 48780353 + -ENSG00000251912.1 AL954742.1 chr22 48814320 48814404 - -ENSG00000205632.2 LINC01310 chr22 48892917 48898386 + -ENSG00000226142.2 RPL35P8 chr22 49213911 49214247 - -ENSG00000280199.1 RP1-34P24.3 chr22 49264201 49266080 + -ENSG00000188511.12 C22orf34 chr22 49414524 49657542 - -ENSG00000280224.1 CTA-722E9.1 chr22 49500568 49501585 + -ENSG00000279597.1 RP4-566L20.1 chr22 49534062 49534926 + -ENSG00000264139.1 MIR3667 chr22 49543393 49543466 - -ENSG00000212939.2 RP1-29C18.10 chr22 49548681 49556473 + -ENSG00000213279.2 RP1-29C18.9 chr22 49572264 49575426 - -ENSG00000235111.1 RP1-29C18.8 chr22 49612657 49615716 - -ENSG00000226954.1 RP5-983L19.2 chr22 49718053 49724506 - -ENSG00000223142.1 RN7SKP252 chr22 49738677 49739003 + -ENSG00000214727.2 RPL5P35 chr22 49757627 49758980 - -ENSG00000100425.18 BRD1 chr22 49773283 49827512 - -ENSG00000279345.1 RP3-522J7.7 chr22 49805452 49807208 + -ENSG00000236867.1 RP3-522J7.5 chr22 49817248 49817712 + -ENSG00000260613.1 RP3-522J7.6 chr22 49832616 49837786 - -ENSG00000229409.1 RP11-494O16.3 chr22 49845929 49846090 + -ENSG00000277771.1 Metazoa_SRP chr22 49846456 49846720 + -ENSG00000279494.1 RP11-494O16.4 chr22 49851425 49853364 + -ENSG00000100426.6 ZBED4 chr22 49853842 49890078 + -ENSG00000280567.1 Metazoa_SRP chr22 49878999 49879242 + -ENSG00000182858.13 ALG12 chr22 49900229 49918458 - -ENSG00000273192.1 CITF22-1A6.3 chr22 49902228 49904576 + -ENSG00000184164.14 CRELD2 chr22 49918167 49927540 + -ENSG00000278869.1 CITF22-49E9.3 chr22 49933198 49934074 - -ENSG00000198355.4 PIM3 chr22 49960513 49964080 + -ENSG00000276753.1 MIR6821 chr22 49962866 49962939 + -ENSG00000188263.10 IL17REL chr22 49994513 50012659 - -ENSG00000138892.11 TTLL8 chr22 50015123 50056935 - -ENSG00000100427.15 MLC1 chr22 50059391 50085902 - -ENSG00000073146.15 MOV10L1 chr22 50089879 50161690 + -ENSG00000280395.1 RP5-898I4.1 chr22 50092745 50096437 + -ENSG00000073150.13 PANX2 chr22 50170731 50180294 + -ENSG00000170638.9 TRABD chr22 50185915 50199598 + -ENSG00000273188.1 RP3-402G11.25 chr22 50191724 50192402 - -ENSG00000273253.2 RP3-402G11.26 chr22 50199090 50200837 - -ENSG00000073169.13 SELO chr22 50200979 50217616 + -ENSG00000272836.1 RP3-402G11.27 chr22 50205585 50206062 - -ENSG00000273137.1 RP3-402G11.28 chr22 50208461 50209542 - -ENSG00000128159.11 TUBGCP6 chr22 50217689 50244992 - -ENSG00000100429.17 HDAC10 chr22 50245183 50251405 - -ENSG00000188130.13 MAPK12 chr22 50245450 50261825 - -ENSG00000185386.14 MAPK11 chr22 50263713 50270767 - -ENSG00000196576.14 PLXNB2 chr22 50274979 50307627 - -ENSG00000205593.11 DENND6B chr22 50309030 50327060 - -ENSG00000227484.1 XX-C283C717.1 chr22 50314631 50316008 + -ENSG00000279182.1 XX-C00717C00720L.1 chr22 50316035 50317025 + -ENSG00000100239.15 PPP6R2 chr22 50343304 50445090 + -ENSG00000242463.3 RN7SL500P chr22 50371210 50371496 + -ENSG00000238604.1 Y_RNA chr22 50398820 50398920 + -ENSG00000100241.20 SBF1 chr22 50445000 50475024 - -ENSG00000128165.8 ADM2 chr22 50481556 50486440 + -ENSG00000100253.12 MIOX chr22 50486784 50490648 + -ENSG00000100258.17 LMF2 chr22 50502949 50507691 - -ENSG00000025770.18 NCAPH2 chr22 50508216 50523472 + -ENSG00000130489.12 SCO2 chr22 50523568 50526439 - -ENSG00000272821.1 CTA-384D8.36 chr22 50523926 50524780 + -ENSG00000025708.12 TYMP chr22 50525752 50530085 - -ENSG00000177989.13 ODF3B chr22 50529710 50532580 - -ENSG00000272666.1 CTA-384D8.35 chr22 50542305 50542906 - -ENSG00000273272.1 CTA-384D8.34 chr22 50542650 50543011 + -ENSG00000226738.1 CTA-384D8.31 chr22 50546415 50547652 + -ENSG00000130487.5 KLHDC7B chr22 50548033 50551023 + -ENSG00000217442.3 SYCE3 chr22 50551112 50562905 - -ENSG00000205560.12 CPT1B chr22 50568861 50578465 - -ENSG00000254413.8 CHKB-CPT1B chr22 50568869 50582965 - -ENSG00000100288.19 CHKB chr22 50578949 50601455 - -ENSG00000205559.3 CHKB-AS1 chr22 50583026 50583877 + -ENSG00000272940.1 CTA-384D8.33 chr22 50597152 50597599 + -ENSG00000008735.13 MAPK8IP2 chr22 50600685 50613981 + -ENSG00000100299.17 ARSA chr22 50622754 50628173 - -ENSG00000212569.1 Y_RNA chr22 50669804 50669901 + -ENSG00000251322.7 SHANK3 chr22 50674415 50733298 + -ENSG00000206841.1 RNU6-409P chr22 50691260 50691363 - -ENSG00000225929.1 AC000036.4 chr22 50735825 50738139 - -ENSG00000100312.10 ACR chr22 50738196 50745334 + -ENSG00000254499.1 AC002056.5 chr22 50740593 50743520 - -ENSG00000213683.4 AC002056.3 chr22 50754675 50755434 - -ENSG00000184319.15 RPL23AP82 chr22 50756948 50801309 + -ENSG00000079974.17 RABL2B chr22 50767501 50783663 - -ENSG00000228572.6 LL0YNC03-29C1.1 chrX 253743 255091 + -ENSG00000182378.12 PLCXD1 chrX 276322 303356 + -ENSG00000178605.12 GTPBP6 chrX 304529 318819 - -ENSG00000226179.5 LINC00685 chrX 320990 321851 + -ENSG00000167393.16 PPP2R3B chrX 333963 386955 - -ENSG00000281849.2 RP13-465B17.4 chrX 386980 405579 + -ENSG00000275287.4 Metazoa_SRP chrX 388100 388389 - -ENSG00000280767.2 RP13-465B17.5 chrX 419157 421980 + -ENSG00000234958.5 FABP5P13 chrX 523775 524102 - -ENSG00000229232.5 KRT18P53 chrX 545236 545352 - -ENSG00000185960.12 SHOX chrX 624344 659411 + -ENSG00000237531.5 RP11-309M23.1 chrX 990221 994365 + -ENSG00000225661.6 RPL14P5 chrX 1008503 1010101 - -ENSG00000205755.10 CRLF2 chrX 1187549 1212750 - -ENSG00000198223.14 CSF2RA chrX 1268800 1310381 + -ENSG00000264510.5 BX649553.3 chrX 1291755 1291828 + -ENSG00000264819.5 BX649553.4 chrX 1292094 1292167 + -ENSG00000263980.5 BX649553.2 chrX 1293615 1293689 + -ENSG00000265658.5 MIR3690 chrX 1293918 1293992 + -ENSG00000263835.5 BX649553.1 chrX 1294132 1294206 + -ENSG00000223274.5 RNA5SP498 chrX 1300256 1300375 - -ENSG00000185291.10 IL3RA chrX 1336616 1382689 + -ENSG00000169100.12 SLC25A6 chrX 1386152 1392724 - -ENSG00000236871.6 LINC00106 chrX 1396427 1399402 + -ENSG00000236017.7 ASMTL-AS1 chrX 1401769 1414028 + -ENSG00000169093.14 ASMTL chrX 1403139 1453762 - -ENSG00000182162.9 P2RY8 chrX 1462572 1537107 - -ENSG00000197976.10 AKAP17A chrX 1591593 1602514 + -ENSG00000196433.11 ASMT chrX 1615001 1643081 + -ENSG00000223511.5 RP13-297E16.4 chrX 1732584 1755985 + -ENSG00000234622.5 RP13-297E16.5 chrX 1767347 1768776 + -ENSG00000169084.12 DHRSX chrX 2219516 2502805 - -ENSG00000223571.5 DHRSX-IT1 chrX 2334295 2336410 - -ENSG00000214717.9 ZBED1 chrX 2486414 2500967 - -ENSG00000277120.4 MIR6089 chrX 2609191 2609254 + -ENSG00000223773.6 CD99P1 chrX 2609348 2657229 + -ENSG00000230542.5 LINC00102 chrX 2612988 2615347 - -ENSG00000002586.17 CD99 chrX 2691179 2741309 + -ENSG00000124343.12 XG chrX 2752050 2815927 + -ENSG00000056998.18 GYG2 chrX 2828788 2882818 + -ENSG00000235483.1 GYG2-AS1 chrX 2852740 2853760 - -ENSG00000006756.15 ARSD chrX 2903970 2929351 - -ENSG00000229851.1 ARSD-AS1 chrX 2904904 2906081 + -ENSG00000157399.14 ARSE chrX 2934632 2968310 - -ENSG00000205667.2 ARSH chrX 3006613 3033571 + -ENSG00000062096.14 ARSF chrX 3041471 3112726 + -ENSG00000239228.3 RN7SL578P chrX 3058220 3058502 - -ENSG00000230249.1 RP13-824C8.2 chrX 3112900 3113596 - -ENSG00000278560.1 AC079172.1 chrX 3188166 3188251 + -ENSG00000228459.3 LINC01546 chrX 3271820 3284653 + -ENSG00000101825.7 MXRA5 chrX 3308565 3346641 - -ENSG00000213487.3 ASS1P4 chrX 3367149 3368382 + -ENSG00000212214.1 SNORA48 chrX 3532117 3532251 - -ENSG00000207435.1 RNU6-114P chrX 3572857 3572961 + -ENSG00000183943.5 PRKX chrX 3604370 3713608 - -ENSG00000207332.1 RNU6-146P chrX 3607258 3607365 - -ENSG00000207320.1 Y_RNA chrX 3641443 3641555 - -ENSG00000236188.1 PRKX-AS1 chrX 3659487 3668192 + -ENSG00000182888.5 RP11-558O12.1 chrX 3717149 3717600 + -ENSG00000205664.10 RP11-706O15.1 chrX 3817528 3843857 - -ENSG00000234449.2 RP11-706O15.3 chrX 3853010 3882317 - -ENSG00000205663.5 RP11-706O15.5 chrX 3891438 3920746 - -ENSG00000205662.2 RP11-706O15.7 chrX 3929869 3937855 - -ENSG00000225722.1 RP11-706O15.8 chrX 3953056 3953561 + -ENSG00000264861.1 AC108683.1 chrX 4583422 4583500 - -ENSG00000236513.1 RP11-707P20.1 chrX 4627200 4633572 - -ENSG00000222834.1 AC074035.1 chrX 4718793 4718914 - -ENSG00000235039.1 MTND6P12 chrX 5168918 5169439 - -ENSG00000226313.1 RP11-585K14.2 chrX 5169512 5170645 + -ENSG00000238193.1 RP11-555H23.1 chrX 5305714 5307128 - -ENSG00000201660.1 SNORA20 chrX 5410122 5410251 + -ENSG00000236120.6 RP11-733O18.1 chrX 5653421 5726305 - -ENSG00000146938.14 NLGN4X chrX 5840637 6228863 - -ENSG00000252291.1 SNORA31 chrX 6061644 6061749 - -ENSG00000265284.1 MIR4770 chrX 6383906 6383963 - -ENSG00000237730.1 RP11-459A10.1 chrX 6422092 6422701 - -ENSG00000274521.1 AC078991.1 chrX 6514643 6514742 - -ENSG00000169059.12 VCX3A chrX 6533618 6535118 - -ENSG00000231217.1 RP11-1M18.1 chrX 6667865 6721544 - -ENSG00000237490.3 RP13-926M18.1 chrX 6989329 6989783 + -ENSG00000130021.13 HDHD1 chrX 7048920 7148190 - -ENSG00000228550.1 RP11-483M24.2 chrX 7113005 7113404 - -ENSG00000264268.1 MIR4767 chrX 7147860 7147937 + -ENSG00000101846.6 STS chrX 7219456 7354810 + -ENSG00000279682.1 RP11-791N19.1 chrX 7489659 7491199 + -ENSG00000182583.12 VCX chrX 7842262 7844143 + -ENSG00000274923.1 GS1-214D18.3 chrX 7896514 7896722 - -ENSG00000006757.11 PNPLA4 chrX 7898247 7927739 - -ENSG00000230394.1 RP11-692P14.1 chrX 8007378 8018160 + -ENSG00000207628.2 MIR651 chrX 8126960 8127068 + -ENSG00000177504.10 VCX2 chrX 8169944 8171267 - -ENSG00000205642.9 VCX3B chrX 8464830 8466510 + -ENSG00000011201.10 ANOS1 chrX 8528874 8732187 - -ENSG00000225574.1 DRAXINP1 chrX 8783514 8784461 - -ENSG00000183304.10 FAM9A chrX 8790795 8801383 - -ENSG00000231619.1 GS1-542M4.3 chrX 8856665 8857059 - -ENSG00000229012.1 GS1-542M4.4 chrX 8863861 8867601 - -ENSG00000225271.1 RP11-66N5.2 chrX 8980425 8982505 - -ENSG00000177138.15 FAM9B chrX 9024232 9164639 - -ENSG00000200852.1 RNA5SP499 chrX 9133828 9133946 + -ENSG00000219870.2 RP11-430A19.2 chrX 9179385 9179606 + -ENSG00000228543.1 GS1-519E5.1 chrX 9249920 9275206 + -ENSG00000232111.2 RP11-126O22.1 chrX 9402751 9404802 + -ENSG00000282306.1 RP11-126O22.2 chrX 9404954 9405731 + -ENSG00000282501.1 RP11-126O22.3 chrX 9406025 9406778 + -ENSG00000282358.1 RP11-126O22.4 chrX 9406952 9407708 + -ENSG00000282668.1 RP11-126O22.5 chrX 9407861 9408638 + -ENSG00000282299.1 RP11-126O22.6 chrX 9408818 9409571 + -ENSG00000282697.1 RP11-126O22.7 chrX 9409748 9410501 + -ENSG00000282222.1 RP11-126O22.8 chrX 9410789 9411545 + -ENSG00000281955.1 RP11-126O22.9 chrX 9411701 9412478 + -ENSG00000281941.1 RP11-126O22.10 chrX 9412772 9413522 + -ENSG00000282300.1 RP11-126O22.11 chrX 9413816 9414569 + -ENSG00000101849.15 TBL1X chrX 9463295 9719743 + -ENSG00000101850.12 GPR143 chrX 9725346 9786297 - -ENSG00000146950.12 SHROOM2 chrX 9786456 9949443 + -ENSG00000215319.2 EIF5P1 chrX 9818239 9819469 - -ENSG00000230326.1 HMGN1P33 chrX 9865093 9865543 - -ENSG00000206844.1 Y_RNA chrX 9874601 9874701 - -ENSG00000234469.4 CLDN34 chrX 9967358 9968352 + -ENSG00000047644.17 WWC3 chrX 10015562 10144478 + -ENSG00000225076.1 WWC3-AS1 chrX 10024842 10038654 - -ENSG00000202469.1 Y_RNA chrX 10061222 10061323 + -ENSG00000073464.11 CLCN4 chrX 10156945 10237660 + -ENSG00000222133.1 AC003666.1 chrX 10216598 10216699 - -ENSG00000227042.1 RP6-1O2.1 chrX 10242339 10365323 + -ENSG00000101871.14 MID1 chrX 10445310 10833654 - -ENSG00000207202.1 RNU6-800P chrX 10582817 10582919 + -ENSG00000234129.7 RP11-120D5.1 chrX 10847877 11111141 - -ENSG00000004961.14 HCCS chrX 11111301 11123078 + -ENSG00000207151.1 Y_RNA chrX 11116092 11116193 - -ENSG00000047648.21 ARHGAP6 chrX 11137543 11665701 - -ENSG00000278218.1 uc_338 chrX 11148584 11148769 - -ENSG00000275194.1 RP1-27C22.1 chrX 11221348 11225731 + -ENSG00000125363.14 AMELX chrX 11293413 11300761 + -ENSG00000263652.1 MIR548AX chrX 11318614 11318686 - -ENSG00000232392.1 AC002366.3 chrX 11334233 11335901 - -ENSG00000274077.1 AC002366.1 chrX 11465953 11466138 + -ENSG00000223418.1 GS1-590J6.2 chrX 11704123 11705590 - -ENSG00000005302.17 MSL3 chrX 11758159 11775753 + -ENSG00000206792.1 Y_RNA chrX 12054824 12054926 - -ENSG00000169933.12 FRMPD4 chrX 12138466 12724523 + -ENSG00000252111.1 AC002981.1 chrX 12148318 12148401 - -ENSG00000206795.1 Y_RNA chrX 12149126 12149238 + -ENSG00000223487.1 FRMPD4-AS1 chrX 12373167 12375133 - -ENSG00000231211.2 RPL17P49 chrX 12395757 12396167 - -ENSG00000273800.1 RP11-1J4.1 chrX 12583415 12583526 - -ENSG00000271814.1 RN7SKP290 chrX 12614003 12614197 - -ENSG00000101911.12 PRPS2 chrX 12791355 12824222 + -ENSG00000229083.1 PSMA6P2 chrX 12825840 12826833 + -ENSG00000230691.1 MRPL35P4 chrX 12844865 12845430 - -ENSG00000196664.4 TLR7 chrX 12867083 12890380 + -ENSG00000233338.1 TLR8-AS1 chrX 12902817 12908333 - -ENSG00000101916.11 TLR8 chrX 12906620 12923169 + -ENSG00000205542.10 TMSB4X chrX 12975108 12977227 + -ENSG00000187268.11 FAM9C chrX 13035618 13044682 - -ENSG00000261030.1 RP11-791M20.1 chrX 13093660 13094573 + -ENSG00000235385.1 GS1-600G8.5 chrX 13266048 13303452 - -ENSG00000231216.1 GS1-600G8.3 chrX 13310652 13319933 + -ENSG00000123594.4 ATXN3L chrX 13318236 13319952 - -ENSG00000235592.1 GS1-600G8.4 chrX 13327937 13329867 + -ENSG00000226985.5 LINC01203 chrX 13335241 13373634 + -ENSG00000226434.1 RP11-1L9.1 chrX 13377188 13403019 + -ENSG00000197582.5 GPX1P1 chrX 13378735 13379340 - -ENSG00000198759.11 EGFL6 chrX 13569605 13633575 + -ENSG00000233357.2 RPL30P15 chrX 13574746 13575066 + -ENSG00000199622.1 RN7SKP20 chrX 13596236 13596548 + -ENSG00000176896.8 TCEANC chrX 13653189 13681964 + -ENSG00000123595.6 RAB9A chrX 13689121 13710506 + -ENSG00000196459.13 TRAPPC2 chrX 13712244 13734635 - -ENSG00000046651.14 OFD1 chrX 13734745 13769353 + -ENSG00000046653.14 GPM6B chrX 13771031 13938638 - -ENSG00000233535.1 RP1-122K4.2 chrX 13955393 13963904 + -ENSG00000212663.2 RP1-122K4.3 chrX 13980066 13988820 - -ENSG00000046647.13 GEMIN8 chrX 14008279 14029893 - -ENSG00000233247.3 GS1-257G1.1 chrX 14244382 14244928 + -ENSG00000101958.13 GLRA2 chrX 14529298 14731812 + -ENSG00000221278.1 AC003658.1 chrX 14764975 14765117 - -ENSG00000231066.3 NPM1P9 chrX 14834476 14835319 - -ENSG00000181544.13 FANCB chrX 14843407 14873069 - -ENSG00000130150.11 MOSPD2 chrX 14873441 14922327 + -ENSG00000235929.1 TPT1P14 chrX 14977959 14978463 - -ENSG00000236929.2 RP11-699A7.1 chrX 15117437 15117768 - -ENSG00000102048.15 ASB9 chrX 15235288 15270467 - -ENSG00000165192.13 ASB11 chrX 15281697 15315656 - -ENSG00000165195.13 PIGA chrX 15319451 15335554 - -ENSG00000165197.4 FIGF chrX 15345591 15384376 - -ENSG00000087842.10 PIR chrX 15384799 15493564 - -ENSG00000102010.14 BMX chrX 15464246 15556529 + -ENSG00000130234.10 ACE2 chrX 15561033 15602148 - -ENSG00000225833.1 GS1-594A7.3 chrX 15602881 15621484 + -ENSG00000147003.5 TMEM27 chrX 15627318 15665031 - -ENSG00000237539.1 GS1-594A7.5 chrX 15646167 15646875 - -ENSG00000186312.10 CA5BP1 chrX 15674932 15703724 + -ENSG00000169239.12 CA5B chrX 15688830 15788409 + -ENSG00000279413.1 AC112497.1 chrX 15702602 15703243 - -ENSG00000200620.1 SNORA7 chrX 15716208 15716346 + -ENSG00000281119.1 AC112497.2 chrX 15716262 15716364 + -ENSG00000281371.1 INE2 chrX 15785716 15787589 - -ENSG00000169249.12 ZRSR2 chrX 15790472 15823260 + -ENSG00000182287.13 AP1S2 chrX 15825806 15855014 - -ENSG00000200566.1 RNU5F-7P chrX 15916189 15916303 - -ENSG00000226536.1 SETP15 chrX 15917548 15918631 + -ENSG00000126010.5 GRPR chrX 16123556 16153021 + -ENSG00000238178.6 RP11-431J24.2 chrX 16152941 16170869 - -ENSG00000182798.10 MAGEB17 chrX 16167481 16171464 + -ENSG00000215313.3 RPL6P30 chrX 16198428 16199289 - -ENSG00000252648.1 AC078993.1 chrX 16298390 16298474 + -ENSG00000235071.1 RP11-759L5.2 chrX 16474342 16475340 - -ENSG00000239333.3 RN7SL658P chrX 16539137 16539439 - -ENSG00000047230.14 CTPS2 chrX 16588003 16712936 - -ENSG00000265144.1 MIR548AM chrX 16627012 16627085 - -ENSG00000169906.5 S100G chrX 16650158 16654670 + -ENSG00000169895.5 SYAP1 chrX 16719632 16765336 + -ENSG00000238709.1 RNU7-56P chrX 16767844 16767905 + -ENSG00000086712.12 TXLNG chrX 16786427 16844519 + -ENSG00000230180.1 CTD-2542O7.2 chrX 16803233 16803353 + -ENSG00000102054.17 RBBP7 chrX 16839283 16870414 - -ENSG00000222736.1 RNU4-6P chrX 16875146 16875267 - -ENSG00000223498.1 RP11-716A19.3 chrX 16897651 16898521 - -ENSG00000199410.1 Y_RNA chrX 16912215 16912317 - -ENSG00000169891.17 REPS2 chrX 16946691 17153280 + -ENSG00000201467.1 SNORA16 chrX 17044380 17044511 - -ENSG00000214322.3 CBX1P2 chrX 17099782 17100239 - -ENSG00000214321.3 CBX1P4 chrX 17282637 17283093 + -ENSG00000238764.1 snoU13 chrX 17357930 17358033 + -ENSG00000188158.14 NHS chrX 17375420 17735994 + -ENSG00000265465.1 MIR4768 chrX 17425881 17425954 + -ENSG00000235834.1 RP1-60N8.1 chrX 17528435 17587160 + -ENSG00000230020.1 NHS-AS1 chrX 17552349 17557387 - -ENSG00000226153.1 RP3-389A20.5 chrX 17705339 17705691 - -ENSG00000047634.14 SCML1 chrX 17737449 17754988 + -ENSG00000227873.1 RP3-389A20.2 chrX 17769005 17769398 - -ENSG00000131831.17 RAI2 chrX 17800049 17861337 - -ENSG00000276467.1 RP1-272E8.2 chrX 17897711 17900333 - -ENSG00000225066.1 RP1-272E8.1 chrX 17933349 17934823 + -ENSG00000225882.1 LINC01456 chrX 17970197 18104644 - -ENSG00000177324.13 BEND2 chrX 18162931 18220883 - -ENSG00000102098.17 SCML2 chrX 18239314 18354727 - -ENSG00000235211.4 TMSB10P2 chrX 18341216 18341346 + -ENSG00000207025.1 Y_RNA chrX 18395994 18396095 - -ENSG00000008086.10 CDKL5 chrX 18425583 18653629 + -ENSG00000236187.1 GJA6P chrX 18535079 18536120 + -ENSG00000102104.8 RS1 chrX 18639910 18672109 - -ENSG00000086717.18 PPEF1 chrX 18675909 18827921 + -ENSG00000237221.1 PPEF1-AS1 chrX 18688643 18691604 - -ENSG00000196564.4 RP3-499B10.3 chrX 18838709 18839452 - -ENSG00000223018.1 AL096700.1 chrX 18863564 18863708 - -ENSG00000224224.1 HAUS1P2 chrX 18865771 18866554 + -ENSG00000237836.5 PHKA2-AS1 chrX 18890296 18894497 + -ENSG00000044446.11 PHKA2 chrX 18892300 18984598 - -ENSG00000266710.2 RN7SL48P chrX 18915243 18915535 - -ENSG00000173698.17 ADGRG2 chrX 18989309 19122637 - -ENSG00000131828.13 PDHA1 chrX 19343893 19361705 + -ENSG00000180815.14 MAP3K15 chrX 19360056 19515261 - -ENSG00000202144.1 Y_RNA chrX 19376774 19376875 + -ENSG00000275800.1 EIF5P2 chrX 19496378 19497721 - -ENSG00000147010.17 SH3KBP1 chrX 19533975 19887601 - -ENSG00000276515.1 AL732325.1 chrX 19868637 19868700 - -ENSG00000173681.16 CXorf23 chrX 19912860 19970298 - -ENSG00000206663.1 Y_RNA chrX 19985058 19985159 - -ENSG00000184368.15 MAP7D2 chrX 20006713 20116917 - -ENSG00000264566.2 MIR23C chrX 20017081 20017191 - -ENSG00000173674.10 EIF1AX chrX 20124518 20141844 - -ENSG00000201882.1 snoU2-30 chrX 20136066 20136135 - -ENSG00000201592.1 snoU2_19 chrX 20136306 20136385 - -ENSG00000225037.1 EIF1AX-AS1 chrX 20139968 20140444 + -ENSG00000177189.12 RPS6KA3 chrX 20149911 20267100 - -ENSG00000281047.1 AL807772.1 chrX 20274433 20274577 + -ENSG00000252978.1 RN7SKP183 chrX 20452108 20452431 + -ENSG00000206716.1 RNU6-133P chrX 21214637 21214743 + -ENSG00000149970.14 CNKSR2 chrX 21374418 21654695 + -ENSG00000231913.1 RARRES2P3 chrX 21421822 21422294 - -ENSG00000273787.1 AL928874.1 chrX 21563072 21563169 + -ENSG00000185915.5 KLHL34 chrX 21654690 21658330 - -ENSG00000091482.5 SMPX chrX 21705972 21758163 - -ENSG00000012174.11 MBTPS2 chrX 21839636 21885424 + -ENSG00000275681.1 LL0XNC01-138C3.2 chrX 21841794 21841961 - -ENSG00000230797.2 YY2 chrX 21855987 21858727 + -ENSG00000206639.1 Y_RNA chrX 21872707 21872808 + -ENSG00000271286.1 LL0XNC01-39B3.1 chrX 21939461 21940160 + -ENSG00000102172.15 SMS chrX 21940573 21994835 + -ENSG00000102174.8 PHEX chrX 22032441 22251310 + -ENSG00000224204.1 PHEX-AS1 chrX 22162733 22172983 - -ENSG00000277896.1 Y10196.1 chrX 22173493 22173587 + -ENSG00000233067.2 PTCHD1-AS chrX 22259797 23293146 - -ENSG00000175809.4 ZNF645 chrX 22272943 22274457 + -ENSG00000231846.1 RP11-494I9.2 chrX 22428132 22494713 + -ENSG00000224396.1 METTL15P3 chrX 22435598 22436818 + -ENSG00000201095.1 RNU6-266P chrX 22527835 22527941 + -ENSG00000231011.1 RP11-494I9.1 chrX 22616744 22617143 - -ENSG00000265819.1 AC092832.1 chrX 22636992 22637077 + -ENSG00000237019.1 GS1-433O24.1 chrX 22698457 22768966 + -ENSG00000277735.1 AC004470.1 chrX 22761306 22761390 - -ENSG00000184735.6 DDX53 chrX 22999961 23003589 + -ENSG00000174028.6 FAM3C2 chrX 23075758 23076767 + -ENSG00000221786.1 AC004673.1 chrX 23120832 23120905 - -ENSG00000228610.1 PDCL2P1 chrX 23198339 23198690 + -ENSG00000165186.10 PTCHD1 chrX 23334015 23404372 + -ENSG00000226774.1 RP11-654E17.2 chrX 23351013 23351450 + -ENSG00000238623.2 AC096507.1 chrX 23553772 23553896 - -ENSG00000123131.12 PRDX4 chrX 23664262 23686399 + -ENSG00000123130.16 ACOT9 chrX 23702253 23766475 - -ENSG00000263425.1 AC131011.1 chrX 23756172 23756281 + -ENSG00000233785.1 RP13-314C10.5 chrX 23772992 23782956 - -ENSG00000202272.1 Y_RNA chrX 23782210 23782310 + -ENSG00000130066.16 SAT1 chrX 23783173 23786226 + -ENSG00000184831.13 APOO chrX 23833353 23907934 - -ENSG00000238103.4 RPL9P7 chrX 23836742 23837321 - -ENSG00000165182.10 CXorf58 chrX 23907801 23939507 + -ENSG00000174010.9 KLHL15 chrX 23983720 24027186 - -ENSG00000130741.10 EIF2S3 chrX 24054716 24077971 + -ENSG00000201407.1 SNORA68 chrX 24133186 24133317 + -ENSG00000234230.1 ZFX-AS1 chrX 24146225 24149654 - -ENSG00000005889.15 ZFX chrX 24149173 24216255 + -ENSG00000264184.1 AC096509.1 chrX 24286545 24286677 + -ENSG00000223611.5 SUPT20HL2 chrX 24310907 24313315 - -ENSG00000264746.1 AC004552.1 chrX 24348809 24348906 + -ENSG00000223731.2 SUPT20HL1 chrX 24362761 24365378 + -ENSG00000225071.1 GS1-184P14.2 chrX 24429573 24429920 - -ENSG00000067992.12 PDK3 chrX 24465221 24539837 + -ENSG00000214124.3 SNRPEP9 chrX 24513450 24513687 + -ENSG00000281483.1 AC004656.1 chrX 24517240 24517340 - -ENSG00000260822.1 GS1-358P8.4 chrX 24545516 24550466 + -ENSG00000102230.13 PCYT1B chrX 24558087 24672677 - -ENSG00000226222.3 RP11-753E22.3 chrX 24632257 24632601 + -ENSG00000236836.1 PCYT1B-AS1 chrX 24650073 24658237 + -ENSG00000236487.2 RP11-753E22.2 chrX 24681909 24682634 + -ENSG00000101868.10 POLA1 chrX 24693919 24996986 + -ENSG00000264224.1 AC004655.1 chrX 24698122 24698191 + -ENSG00000251869.1 SCARNA23 chrX 24744441 24744570 + -ENSG00000232472.1 EEF1B2P3 chrX 24788392 24789069 - -ENSG00000004848.6 ARX chrX 25003694 25015948 - -ENSG00000214111.3 RP1-258N20.3 chrX 25029545 25030235 + -ENSG00000240439.3 RN7SL91P chrX 25060649 25060939 - -ENSG00000176812.7 RP11-629O4.1 chrX 25194381 25195207 - -ENSG00000212075.1 AC112778.1 chrX 25206370 25206460 - -ENSG00000281895.1 AC112778.2 chrX 25229795 25229932 + -ENSG00000229310.1 RPP40P1 chrX 25591353 25591808 - -ENSG00000228519.3 RP11-298C3.2 chrX 25645722 25646327 - -ENSG00000233403.1 RP11-86A5.1 chrX 25878339 25893544 + -ENSG00000176774.5 MAGEB18 chrX 26138343 26140735 + -ENSG00000232446.1 RP13-60P5.2 chrX 26147774 26148281 + -ENSG00000232030.3 MAGEB6P1 chrX 26160601 26161824 + -ENSG00000227511.1 GS1-466O4.2 chrX 26170052 26170913 + -ENSG00000176746.6 MAGEB6 chrX 26192440 26195646 + -ENSG00000232644.1 GS1-466O4.3 chrX 26200042 26200647 + -ENSG00000188408.5 MAGEB5 chrX 26216169 26218270 + -ENSG00000237171.1 GS1-466O4.5 chrX 26223903 26224658 + -ENSG00000228464.1 RP11-617O8.1 chrX 26345236 26346242 + -ENSG00000231388.1 RP11-702C7.2 chrX 26496936 26505603 + -ENSG00000230265.1 RP11-702C7.1 chrX 26557675 26558330 + -ENSG00000259849.1 VENTXP1 chrX 26558337 26561052 + -ENSG00000236160.1 GS1-541M1.2 chrX 26657291 26657507 - -ENSG00000216938.3 RPL7P58 chrX 26686026 26687955 + -ENSG00000236683.3 HMGA1P1 chrX 26748029 26749090 + -ENSG00000252491.1 RNU1-142P chrX 26790142 26790286 + -ENSG00000242021.2 RP11-268G12.3 chrX 27042907 27176298 - -ENSG00000228933.7 RP11-268G12.1 chrX 27174920 27398997 - -ENSG00000233807.1 RP11-268G12.2 chrX 27218131 27218678 - -ENSG00000274880.1 AC097262.1 chrX 27222282 27222367 + -ENSG00000252486.1 Y_RNA chrX 27252119 27252235 - -ENSG00000235642.1 PTP4A1P5 chrX 27427777 27428231 - -ENSG00000224960.3 GS1-309P15.2 chrX 27460804 27463296 - -ENSG00000223391.2 GS1-309P15.3 chrX 27517771 27517881 - -ENSG00000238247.1 GS1-309P15.4 chrX 27517884 27519759 + -ENSG00000189186.10 DCAF8L2 chrX 27590382 27748821 + -ENSG00000263522.2 AC107613.1 chrX 27743751 27743848 - -ENSG00000177689.10 MAGEB10 chrX 27807990 27823014 + -ENSG00000229731.1 RP11-501H19.2 chrX 27811885 27812902 + -ENSG00000226199.1 RP11-12D5.2 chrX 27832175 27833204 + -ENSG00000232834.1 RP11-12D5.3 chrX 27847588 27847939 - -ENSG00000228345.2 RP11-12D5.4 chrX 27854323 27855353 + -ENSG00000233243.1 RP11-12D5.5 chrX 27863893 27864349 + -ENSG00000224589.1 RP11-12D5.6 chrX 27893348 27894059 - -ENSG00000226372.2 DCAF8L1 chrX 27977993 27981355 - -ENSG00000263509.1 AC078988.1 chrX 28376963 28377061 - -ENSG00000277569.1 MIR6134 chrX 28495555 28495663 - -ENSG00000223742.1 RP11-149B9.2 chrX 28571532 28586395 - -ENSG00000169306.9 IL1RAPL1 chrX 28587399 29956723 + -ENSG00000226436.1 RP1-22N22.1 chrX 28659065 28659469 - -ENSG00000201666.1 SNORD74 chrX 28924069 28924138 + -ENSG00000237994.1 RP1-146A15.1 chrX 28942050 28942568 + -ENSG00000201356.1 RNA5SP500 chrX 28982852 28982970 - -ENSG00000227393.1 RP6-127F18.2 chrX 29369001 29369845 - -ENSG00000264090.1 MIR4666B chrX 29574278 29574358 + -ENSG00000227592.1 PIGFP3 chrX 30017160 30017881 - -ENSG00000270794.1 GS1-383H3.6 chrX 30209423 30210209 + -ENSG00000099399.5 MAGEB2 chrX 30215560 30220089 + -ENSG00000198798.5 MAGEB3 chrX 30230436 30237492 + -ENSG00000120289.11 MAGEB4 chrX 30242052 30244193 + -ENSG00000214107.7 MAGEB1 chrX 30243730 30252038 + -ENSG00000276940.1 GS1-383H3.7 chrX 30290047 30290351 - -ENSG00000169297.7 NR0B1 chrX 30304206 30309598 - -ENSG00000266257.1 AC005926.1 chrX 30315085 30315178 - -ENSG00000120280.5 CXorf21 chrX 30558824 30577844 - -ENSG00000178556.8 CKS1BP6 chrX 30617454 30617693 + -ENSG00000232368.1 FTLP2 chrX 30630298 30630825 + -ENSG00000198814.12 GK chrX 30653359 30731456 + -ENSG00000229331.1 GK-IT1 chrX 30671635 30672166 + -ENSG00000241886.1 RP11-242C19.2 chrX 30698207 30721932 + -ENSG00000243055.1 GK-AS1 chrX 30699998 30724174 - -ENSG00000277876.1 RP11-467P22.5 chrX 30821815 30823407 - -ENSG00000157625.15 TAB3 chrX 30827442 30975084 - -ENSG00000231542.1 TAB3-AS1 chrX 30834623 30835300 + -ENSG00000235512.1 TAB3-AS2 chrX 30854321 30854707 + -ENSG00000132446.6 FTHL17 chrX 31071241 31072053 - -ENSG00000198947.14 DMD chrX 31097677 33339441 - -ENSG00000252903.2 RNU6-894P chrX 31348192 31348296 + -ENSG00000222922.1 RNA5SP501 chrX 32102065 32102176 + -ENSG00000236285.1 NPM1P8 chrX 32205902 32206738 + -ENSG00000263600.1 MIR3915 chrX 32583656 32583752 - -ENSG00000221348.1 MIR548F5 chrX 32641474 32641559 - -ENSG00000236828.1 DMD-AS3 chrX 32754940 32756400 + -ENSG00000226781.1 TBCAP1 chrX 33041395 33041721 + -ENSG00000215310.2 RP6-60B16.1 chrX 33410944 33412173 + -ENSG00000233928.5 RP11-305F18.1 chrX 33726508 33942280 + -ENSG00000185448.10 FAM47A chrX 34129756 34132314 - -ENSG00000185638.9 FTH1P14 chrX 34147036 34147586 + -ENSG00000233571.1 RP11-545D19.1 chrX 34206725 34415537 - -ENSG00000236072.1 RP11-281B1.2 chrX 34387722 34388464 + -ENSG00000271136.1 RP11-320J16.1 chrX 34516920 34517358 + -ENSG00000147027.3 TMEM47 chrX 34627064 34657288 - -ENSG00000225384.1 RP13-643D4.1 chrX 34717440 34717992 - -ENSG00000273704.1 RP11-573C10.1 chrX 34768327 34768688 - -ENSG00000189132.6 FAM47B chrX 34942796 34944915 + -ENSG00000222864.1 AL596268.1 chrX 35056331 35056458 - -ENSG00000229347.1 RP11-504E21.1 chrX 35058927 35059974 + -ENSG00000252411.1 RNU6-1087P chrX 35594173 35594273 + -ENSG00000230227.4 SIAH1P1 chrX 35626142 35627064 + -ENSG00000233663.1 RP11-497J7.1 chrX 35710911 35711942 + -ENSG00000271088.1 RP11-497J7.4 chrX 35741600 35744582 + -ENSG00000233880.1 RP11-497J7.2 chrX 35761499 35762479 + -ENSG00000189023.10 MAGEB16 chrX 35798342 35803735 + -ENSG00000271519.1 RP11-307A17.2 chrX 35864858 35869631 + -ENSG00000165164.12 CFAP47 chrX 35919734 36385319 + -ENSG00000206733.1 RNU6-641P chrX 36021939 36022045 - -ENSG00000229384.2 HMGB1P16 chrX 36211096 36211635 + -ENSG00000226484.2 RP11-87M18.2 chrX 36365626 36440292 - -ENSG00000233921.2 RPS15AP40 chrX 36374793 36375183 - -ENSG00000221729.1 AC233287.1 chrX 36577396 36577491 + -ENSG00000249467.1 RP11-492O8.1 chrX 36719918 36720221 + -ENSG00000275314.1 RP11-32A1.2 chrX 36794500 36795460 - -ENSG00000235510.1 BX842568.1 chrX 36957913 36958139 + -ENSG00000223723.1 BX842568.2 chrX 36962196 36963425 - -ENSG00000231069.1 BX842568.4 chrX 36985523 36986093 - -ENSG00000198173.4 FAM47C chrX 37008397 37011666 + -ENSG00000243048.3 FTH1P18 chrX 37043023 37043571 - -ENSG00000214071.4 RP11-31H15.2 chrX 37077851 37078401 - -ENSG00000233810.1 MOB1AP2 chrX 37291168 37292227 + -ENSG00000130962.17 PRRG1 chrX 37349275 37457295 + -ENSG00000250349.3 RP5-972B16.2 chrX 37349330 38687674 + -ENSG00000241607.1 RP11-357K9.2 chrX 37441523 37442068 + -ENSG00000219186.2 FTH1P19 chrX 37492021 37492548 + -ENSG00000234355.3 FTH1P27 chrX 37505310 37505860 + -ENSG00000174678.9 FAM47DP chrX 37541077 37545262 - -ENSG00000147036.11 LANCL3 chrX 37571569 37684463 + -ENSG00000047597.5 XK chrX 37685759 37732130 + -ENSG00000165168.7 CYBB chrX 37780011 37813461 + -ENSG00000165169.10 DYNLT3 chrX 37836757 37847637 - -ENSG00000206983.1 RNU6-49P chrX 37870109 37870215 + -ENSG00000259977.1 AL121578.2 chrX 37906147 37949405 + -ENSG00000224339.1 AL121578.5 chrX 37945884 37946775 + -ENSG00000187516.6 HYPM chrX 37990817 37991317 + -ENSG00000229674.1 AL121578.7 chrX 37994344 37994790 + -ENSG00000147041.11 SYTL5 chrX 38006582 38128819 + -ENSG00000221466.2 MIR548AJ2 chrX 38023895 38023986 - -ENSG00000101955.14 SRPX chrX 38149336 38220924 - -ENSG00000226679.1 RP13-43E11.1 chrX 38221391 38223667 + -ENSG00000156313.12 RPGR chrX 38269163 38327564 - -ENSG00000252050.1 SNORA31 chrX 38308112 38308241 - -ENSG00000036473.6 OTC chrX 38352545 38421450 + -ENSG00000227988.1 TDGF1P1 chrX 38395369 38395895 - -ENSG00000232370.1 AF241726.2 chrX 38479215 38479913 + -ENSG00000229735.1 FTLP16 chrX 38484752 38485264 - -ENSG00000233007.1 UBTFL11 chrX 38531923 38534174 - -ENSG00000156298.12 TSPAN7 chrX 38561370 38688920 + -ENSG00000238606.1 RNU7-7P chrX 38608215 38608276 + -ENSG00000235806.1 RP4-646N3.1 chrX 38770331 38799658 + -ENSG00000165175.15 MID1IP1 chrX 38801432 38806537 + -ENSG00000238123.1 MID1IP1-AS1 chrX 38801568 38803883 - -ENSG00000207122.1 RNU6-591P chrX 39081180 39081285 - -ENSG00000224610.1 RP11-265P11.1 chrX 39226103 39299786 - -ENSG00000235304.1 LINC01281 chrX 39304956 39327362 - -ENSG00000236747.1 LINC01282 chrX 39367285 39391774 - -ENSG00000234191.1 RP11-157D23.2 chrX 39401252 39434824 - -ENSG00000263730.1 MIR3937 chrX 39661216 39661321 + -ENSG00000281059.1 AF241734.1 chrX 39704368 39704431 - -ENSG00000264618.2 RN7SL732P chrX 39786524 39786823 - -ENSG00000228232.1 GAPDHP1 chrX 39787132 39788136 - -ENSG00000270759.1 CTD-2324A24.2 chrX 39791580 39791904 - -ENSG00000261435.1 RP13-126P21.2 chrX 39837536 39848358 - -ENSG00000263972.1 MIR1587 chrX 39837561 39837613 + -ENSG00000214047.4 RPS11P7 chrX 39865424 39865888 + -ENSG00000275790.1 AC092198.2 chrX 39981591 39981677 + -ENSG00000223486.1 AC092198.1 chrX 40009276 40012182 + -ENSG00000183337.16 BCOR chrX 40049815 40177329 - -ENSG00000236393.1 RP11-320G24.1 chrX 40262917 40287720 + -ENSG00000214045.3 RP6-186E3.1 chrX 40359183 40360726 - -ENSG00000206677.2 Y_RNA chrX 40492844 40492941 + -ENSG00000235685.2 RP11-126D17.1 chrX 40514895 40515508 + -ENSG00000238730.1 RNU7-164P chrX 40535502 40535563 - -ENSG00000182220.13 ATP6AP2 chrX 40580908 40606637 + -ENSG00000238205.2 MPC1L chrX 40623566 40623860 + -ENSG00000185753.12 CXorf38 chrX 40626921 40647554 - -ENSG00000180182.10 MED14 chrX 40648306 40735858 - -ENSG00000234636.2 MED14OS chrX 40735400 40738701 + -ENSG00000270791.1 DPRXP6 chrX 40758483 40759050 + -ENSG00000214031.2 RP11-169L17.3 chrX 40760104 40761270 - -ENSG00000237661.1 RP11-169L17.5 chrX 40831844 40832562 - -ENSG00000238222.3 MKRN4P chrX 40834485 40836005 + -ENSG00000232801.1 SDCBPP3 chrX 40890647 40891537 - -ENSG00000189145.7 RP11-77G22.2 chrX 40907987 40908391 + -ENSG00000216866.5 RPS2P55 chrX 40934982 40935864 - -ENSG00000237931.1 CLIC4P3 chrX 41076999 41077750 + -ENSG00000124486.12 USP9X chrX 41085635 41236579 + -ENSG00000269941.1 RP5-1172N10.4 chrX 41233633 41234283 + -ENSG00000223714.1 RP5-1172N10.2 chrX 41275739 41276778 + -ENSG00000199564.1 RNA5SP502 chrX 41292798 41292916 + -ENSG00000238426.1 Y_RNA chrX 41316488 41316589 + -ENSG00000226641.1 RP13-13A3.1 chrX 41322601 41323111 - -ENSG00000215301.9 DDX3X chrX 41333348 41364472 + -ENSG00000264573.2 RN7SL15P chrX 41345576 41345876 - -ENSG00000188937.5 NYX chrX 41447434 41475710 + -ENSG00000225238.1 RP1-169I5.4 chrX 41472264 41472653 - -ENSG00000147044.20 CASK chrX 41514934 41923463 - -ENSG00000233033.1 CASK-AS1 chrX 41520036 41522336 + -ENSG00000212207.1 RNU6-1321P chrX 41570923 41571029 - -ENSG00000217624.2 RP11-204C16.4 chrX 41675760 41676494 - -ENSG00000242559.3 RN7SL144P chrX 41683168 41683462 - -ENSG00000171659.13 GPR34 chrX 41688973 41697277 + -ENSG00000171657.5 GPR82 chrX 41724155 41730135 + -ENSG00000229822.2 RP5-1174J21.2 chrX 41748222 41748608 + -ENSG00000237875.1 RP5-1174J21.1 chrX 41790192 41790250 - -ENSG00000251807.1 RNU6-202P chrX 41919254 41919349 - -ENSG00000233103.1 RP11-524P6.1 chrX 42047883 42054836 - -ENSG00000228847.1 ATP5G2P4 chrX 42098754 42099173 - -ENSG00000212560.1 RNU6-630P chrX 42139425 42139530 - -ENSG00000228780.2 RP1-50A13.1 chrX 42150511 42150744 - -ENSG00000206896.1 RNU6-1124P chrX 42174279 42174385 - -ENSG00000231772.5 RP1-154K9.2 chrX 42252459 42699385 + -ENSG00000279849.1 FKSG70 chrX 42285229 42285603 + -ENSG00000102055.5 PPP1R2P9 chrX 42777471 42778079 - -ENSG00000270280.1 RP11-265D20.1 chrX 43000174 43000396 + -ENSG00000224294.1 RP3-326I13.1 chrX 43176994 43226598 + -ENSG00000237206.1 IMPDH1P4 chrX 43278125 43279658 - -ENSG00000231750.3 NANOGP10 chrX 43407665 43408559 - -ENSG00000189221.9 MAOA chrX 43654907 43746824 + -ENSG00000069535.13 MAOB chrX 43766611 43882447 - -ENSG00000124479.8 NDP chrX 43948776 43973504 - -ENSG00000236276.1 NDP-AS1 chrX 43949732 43969620 + -ENSG00000214019.2 RP6-218J18.2 chrX 44029332 44030921 + -ENSG00000183690.12 EFHC2 chrX 44147882 44343672 - -ENSG00000198414.5 TATDN2P1 chrX 44283916 44286246 + -ENSG00000214018.3 RRM2P3 chrX 44309314 44310476 - -ENSG00000200702.1 Y_RNA chrX 44401603 44401704 + -ENSG00000224054.1 RP4-551E13.2 chrX 44466691 44468955 + -ENSG00000215035.2 FDPSP5 chrX 44476027 44477422 - -ENSG00000069509.5 FUNDC1 chrX 44523639 44543001 - -ENSG00000252120.1 AL136137.1 chrX 44577354 44577438 - -ENSG00000233543.1 CHTF8P1 chrX 44633692 44635232 + -ENSG00000229168.4 RPL19P20 chrX 44649129 44649719 + -ENSG00000214016.3 RP6-105D16.1 chrX 44741087 44741964 + -ENSG00000242065.3 RN7SL291P chrX 44772773 44773061 - -ENSG00000189037.7 DUSP21 chrX 44844004 44844888 + -ENSG00000147050.14 KDM6A chrX 44873177 45112602 + -ENSG00000281786.1 AL138744.1 chrX 44982494 44982556 + -ENSG00000147113.16 CXorf36 chrX 45148374 45200901 - -ENSG00000229491.5 RP11-342D14.1 chrX 45183251 45333917 + -ENSG00000237782.3 RP1-192P9.1 chrX 45381527 45381995 - -ENSG00000229563.6 LINC01204 chrX 45505388 45630202 + -ENSG00000214282.3 KRT8P14 chrX 45632292 45633733 - -ENSG00000204915.3 RP6-99M1.1 chrX 45730752 45731688 + -ENSG00000270069.1 MIR222HG chrX 45745211 45770274 - -ENSG00000207870.1 MIR221 chrX 45746157 45746266 - -ENSG00000207725.2 MIR222 chrX 45747015 45747126 - -ENSG00000269902.1 RP6-99M1.3 chrX 45764772 45765299 - -ENSG00000231566.1 RP5-1158E12.3 chrX 45848074 45851490 - -ENSG00000212347.2 SNORD77 chrX 45892912 45892979 - -ENSG00000215286.3 RP5-1158E12.2 chrX 45913118 45913871 + -ENSG00000234613.1 RP5-1158E12.1 chrX 45913267 45917040 - -ENSG00000224701.1 MED28P4 chrX 45951762 45952333 - -ENSG00000213100.2 KRT18P68 chrX 45983365 45984364 + -ENSG00000214009.2 PCNAP3 chrX 46058751 46059528 - -ENSG00000278838.1 Metazoa_SRP chrX 46073651 46073935 - -ENSG00000229145.1 ACTBP1 chrX 46288016 46289128 - -ENSG00000236751.1 LINC01186 chrX 46325924 46327645 - -ENSG00000231235.1 RP11-75A9.1 chrX 46418450 46420079 - -ENSG00000235587.2 GAPDHP65 chrX 46439709 46440714 - -ENSG00000147121.15 KRBOX4 chrX 46446857 46497422 + -ENSG00000224072.1 RP11-75A9.3 chrX 46454097 46457199 - -ENSG00000251192.7 ZNF674 chrX 46497727 46545457 - -ENSG00000199226.1 RNU6-50P chrX 46517766 46517868 + -ENSG00000230844.2 ZNF674-AS1 chrX 46545493 46548408 + -ENSG00000277721.1 Metazoa_SRP chrX 46553522 46553775 - -ENSG00000270499.1 MKI67P1 chrX 46560928 46562749 - -ENSG00000147119.3 CHST7 chrX 46573784 46598408 + -ENSG00000065923.9 SLC9A7 chrX 46599252 46759172 - -ENSG00000213997.3 PGAM1P7 chrX 46646594 46647330 - -ENSG00000226048.1 YBX1P8 chrX 46684765 46685707 - -ENSG00000215284.2 RP11-198M15.1 chrX 46725164 46725818 - -ENSG00000102218.5 RP2 chrX 46836940 46882358 + -ENSG00000204904.7 LINC01545 chrX 46887417 46899703 - -ENSG00000102221.13 JADE3 chrX 46912276 47061242 + -ENSG00000130988.12 RGN chrX 47078355 47093314 + -ENSG00000206685.1 RNU6-1189P chrX 47087506 47087612 + -ENSG00000201659.1 RNU12-2P chrX 47132671 47132826 + -ENSG00000147123.10 NDUFB11 chrX 47142216 47145504 - -ENSG00000182872.15 RBM10 chrX 47144869 47186813 + -ENSG00000237351.1 CTD-2522E6.4 chrX 47156638 47158199 - -ENSG00000130985.16 UBA1 chrX 47190861 47215128 + -ENSG00000224975.1 INE1 chrX 47204921 47205865 + -ENSG00000102225.15 CDK16 chrX 47217860 47229997 + -ENSG00000102226.9 USP11 chrX 47232690 47248328 + -ENSG00000237623.1 RP11-571E6.1 chrX 47273366 47274390 - -ENSG00000266158.2 RN7SL785P chrX 47280811 47281063 - -ENSG00000203402.2 RP11-571E6.3 chrX 47297852 47298721 + -ENSG00000147117.7 ZNF157 chrX 47370583 47414305 + -ENSG00000221459.1 SNORA11C chrX 47388649 47388777 + -ENSG00000232009.1 RP11-571E6.4 chrX 47389961 47392300 - -ENSG00000226556.2 NPM1P49 chrX 47438736 47439774 - -ENSG00000147124.12 ZNF41 chrX 47445879 47482946 - -ENSG00000277605.1 Metazoa_SRP chrX 47476822 47477152 - -ENSG00000196741.5 LINC01560 chrX 47483571 47484823 + -ENSG00000235636.1 NUS1P1 chrX 47512602 47513483 - -ENSG00000078061.12 ARAF chrX 47561100 47571920 + -ENSG00000008056.12 SYN1 chrX 47571898 47619853 - -ENSG00000280539.1 Z84466.1 chrX 47577263 47577346 - -ENSG00000102265.11 TIMP1 chrX 47582313 47586789 + -ENSG00000263858.1 MIR4769 chrX 47587429 47587505 + -ENSG00000126759.12 CFP chrX 47624213 47630305 - -ENSG00000126767.17 ELK1 chrX 47635521 47650604 - -ENSG00000126756.11 UXT chrX 47651798 47659161 - -ENSG00000267064.1 UXT-AS1 chrX 47658833 47660377 + -ENSG00000187893.10 CXXC1P1 chrX 47707191 47753456 + -ENSG00000224656.1 RP1-212G6.4 chrX 47718002 47719099 - -ENSG00000229968.1 RP3-393P12.1 chrX 47776827 47778697 - -ENSG00000188459.4 WASF4P chrX 47803296 47804789 + -ENSG00000279988.1 AL022578.1 chrX 47835953 47836793 - -ENSG00000197779.13 ZNF81 chrX 47836902 48002561 + -ENSG00000224401.2 RPL7P57 chrX 47840963 47841702 - -ENSG00000147118.10 ZNF182 chrX 47974851 48003978 - -ENSG00000221994.10 ZNF630 chrX 47983356 48071658 - -ENSG00000171489.10 SPACA5 chrX 48004336 48009729 + -ENSG00000277541.1 ZNF630-AS1 chrX 48056310 48066583 + -ENSG00000171483.13 SSX6 chrX 48107992 48120210 + -ENSG00000171478.7 SPACA5B chrX 48130657 48132613 + -ENSG00000230241.1 RP11-38O23.3 chrX 48135658 48136159 - -ENSG00000233139.1 RP11-38O23.4 chrX 48153868 48155941 - -ENSG00000201517.1 RNU6-707P chrX 48153980 48154074 - -ENSG00000225198.1 SSXP3 chrX 48156367 48166350 + -ENSG00000238032.1 RP11-38O23.7 chrX 48177731 48178023 - -ENSG00000165583.13 SSX5 chrX 48186220 48277578 - -ENSG00000234780.1 RP11-552E4.2 chrX 48197221 48199431 + -ENSG00000252856.1 RNA5SP503 chrX 48206258 48206374 + -ENSG00000204368.6 RP11-552E4.3 chrX 48212791 48218010 + -ENSG00000231568.1 RP11-552E4.4 chrX 48228833 48228959 - -ENSG00000229662.2 RP11-552E4.5 chrX 48244894 48245745 + -ENSG00000126752.7 SSX1 chrX 48255317 48267444 + -ENSG00000232813.1 RP11-344N17.2 chrX 48274904 48275047 - -ENSG00000241207.1 RP11-344N17.3 chrX 48276704 48277578 - -ENSG00000237345.1 RP11-344N17.11 chrX 48279423 48281792 + -ENSG00000204648.11 SSX9 chrX 48296816 48306179 - -ENSG00000234391.1 RP11-344N17.6 chrX 48306769 48309055 + -ENSG00000227302.1 SSXP9 chrX 48322349 48326683 + -ENSG00000230100.1 RP11-344N17.8 chrX 48333675 48334439 - -ENSG00000270747.1 RP11-344N17.15 chrX 48336899 48337169 - -ENSG00000165584.15 SSX3 chrX 48346428 48356707 - -ENSG00000225055.1 RP11-344N17.9 chrX 48357125 48359495 + -ENSG00000234448.1 RP11-344N17.13 chrX 48371905 48372095 + -ENSG00000268009.5 SSX4 chrX 48383516 48393347 + -ENSG00000269791.5 SSX4B chrX 48402078 48411910 - -ENSG00000231603.1 RP11-344N17.12 chrX 48412303 48415285 + -ENSG00000231489.1 AF196972.10 chrX 48423342 48423468 - -ENSG00000235350.1 AF196972.3 chrX 48433201 48441619 + -ENSG00000226971.1 AF196972.4 chrX 48446893 48448879 - -ENSG00000017483.14 SLC38A5 chrX 48458537 48470256 - -ENSG00000068438.14 FTSJ1 chrX 48476021 48486364 + -ENSG00000224292.1 AF196972.9 chrX 48506523 48508838 - -ENSG00000102312.20 PORCN chrX 48508962 48520814 + -ENSG00000147155.10 EBP chrX 48521158 48528716 + -ENSG00000276823.1 Metazoa_SRP chrX 48524480 48524806 + -ENSG00000068354.15 TBC1D25 chrX 48539457 48562609 + -ENSG00000204620.3 RP11-1148L6.9 chrX 48568014 48574860 - -ENSG00000102317.17 RBM3 chrX 48574449 48579066 + -ENSG00000228343.1 RP11-1148L6.5 chrX 48579774 48581157 - -ENSG00000279528.1 RP11-1148L6.8 chrX 48580741 48581165 + -ENSG00000220125.1 MRPL32P1 chrX 48583093 48583339 - -ENSG00000101940.17 WDR13 chrX 48590042 48608867 + -ENSG00000231725.1 VN1R110P chrX 48636165 48637135 + -ENSG00000015285.10 WAS chrX 48676596 48691427 + -ENSG00000101945.16 SUV39H1 chrX 48695554 48709012 + -ENSG00000232828.1 AF196970.3 chrX 48698963 48737163 - -ENSG00000206723.1 RNU6-1056P chrX 48724455 48724561 - -ENSG00000171433.11 GLOD5 chrX 48761750 48773648 + -ENSG00000233585.1 AC115617.2 chrX 48775993 48776970 - -ENSG00000207367.1 RNU6-29P chrX 48776965 48777071 - -ENSG00000102145.13 GATA1 chrX 48786554 48794311 + -ENSG00000094631.18 HDAC6 chrX 48801377 48824982 + -ENSG00000187682.1 ERAS chrX 48828873 48830138 + -ENSG00000102109.8 PCSK1N chrX 48831094 48835633 - -ENSG00000126768.12 TIMM17B chrX 48893447 48898143 - -ENSG00000102103.15 PQBP1 chrX 48897912 48903143 + -ENSG00000102100.14 SLC35A2 chrX 48903182 48911958 - -ENSG00000102096.9 PIM2 chrX 48913182 48919024 - -ENSG00000068308.13 OTUD5 chrX 48922028 48958386 - -ENSG00000279155.1 LL0XNC01-36H8.1 chrX 48939992 48940808 + -ENSG00000223309.1 RNU6-722P chrX 48959179 48959282 - -ENSG00000102057.9 KCND1 chrX 48961378 48971569 - -ENSG00000068400.13 GRIPAP1 chrX 48973720 49002264 - -ENSG00000068323.16 TFE3 chrX 49028726 49043486 - -ENSG00000147144.12 CCDC120 chrX 49053572 49069857 + -ENSG00000243279.3 PRAF2 chrX 49071156 49074071 - -ENSG00000250232.1 AF196779.12 chrX 49071726 49079887 - -ENSG00000196998.15 WDR45 chrX 49074433 49101170 - -ENSG00000206936.1 RNU4-52P chrX 49082028 49082165 + -ENSG00000068394.10 GPKOW chrX 49113389 49123801 - -ENSG00000265033.2 RN7SL262P chrX 49152651 49152944 + -ENSG00000280116.1 AC231657.1 chrX 49155242 49157351 - -ENSG00000269313.5 MAGIX chrX 49162564 49168483 + -ENSG00000279422.1 RP11-641J8.1 chrX 49165576 49165972 - -ENSG00000102007.10 PLP2 chrX 49171926 49175239 + -ENSG00000012211.12 PRICKLE3 chrX 49175264 49186528 - -ENSG00000102003.10 SYP chrX 49187804 49200259 - -ENSG00000237341.1 SYP-AS1 chrX 49198966 49202454 + -ENSG00000102001.12 CACNA1F chrX 49205063 49233371 - -ENSG00000230216.1 HSPB1P2 chrX 49233956 49234501 - -ENSG00000101997.12 CCDC22 chrX 49235467 49250526 + -ENSG00000049768.14 FOXP3 chrX 49250436 49264826 - -ENSG00000049769.12 PPP1R3F chrX 49269843 49301461 + -ENSG00000270012.1 LL0XNC01-7P3.1 chrX 49273054 49275768 + -ENSG00000215274.5 GAGE10 chrX 49303669 49319844 + -ENSG00000224659.2 GAGE12J chrX 49322057 49329384 + -ENSG00000274274.1 GAGE13 chrX 49331616 49338952 + -ENSG00000275113.1 GAGE2E chrX 49341192 49345922 + -ENSG00000236737.1 GAGE12B chrX 49529869 49529985 + -ENSG00000237671.3 GAGE12C chrX 49532211 49539538 + -ENSG00000227488.2 GAGE12D chrX 49541767 49549094 + -ENSG00000216649.3 GAGE12E chrX 49551333 49558649 + -ENSG00000236362.7 GAGE12F chrX 49560876 49568205 + -ENSG00000215269.5 GAGE12G chrX 49570434 49577754 + -ENSG00000224902.5 GAGE12H chrX 49579983 49587301 + -ENSG00000205777.17 GAGE1 chrX 49589496 49608536 + -ENSG00000189064.8 GAGE2A chrX 49589529 49596827 + -ENSG00000213856.3 VDAC1P2 chrX 49632500 49633349 - -ENSG00000227391.1 SALL1P1 chrX 49664844 49668680 - -ENSG00000068985.4 PAGE1 chrX 49687450 49695993 - -ENSG00000101951.16 PAGE4 chrX 49829260 49833973 + -ENSG00000234390.4 USP27X-AS1 chrX 49876724 49879241 - -ENSG00000273820.1 USP27X chrX 49879948 49882565 + -ENSG00000220132.1 AF238380.8 chrX 49911620 49912362 - -ENSG00000171365.15 CLCN5 chrX 49922615 50099235 + -ENSG00000201341.1 RNU6-421P chrX 49945336 49945442 - -ENSG00000207758.1 MIR532 chrX 50003148 50003238 + -ENSG00000207768.2 MIR188 chrX 50003497 50003607 + -ENSG00000265152.2 AC231645.1 chrX 50006637 50006746 + -ENSG00000207785.1 MIR500A chrX 50008431 50008514 + -ENSG00000208015.1 MIR362 chrX 50008964 50009028 + -ENSG00000211538.1 MIR501 chrX 50009722 50009805 + -ENSG00000239057.1 MIR500B chrX 50010671 50010749 + -ENSG00000207970.2 MIR660 chrX 50013236 50013345 + -ENSG00000272080.1 MIR502 chrX 50014598 50014683 + -ENSG00000181977.3 PYY3 chrX 50156159 50156371 + -ENSG00000202495.1 Y_RNA chrX 50171197 50171297 - -ENSG00000147081.14 AKAP4 chrX 50190768 50201013 - -ENSG00000147082.17 CCNB3 chrX 50202713 50351910 + -ENSG00000274588.1 DGKK chrX 50365409 50470738 - -ENSG00000158352.15 SHROOM4 chrX 50591647 50814302 - -ENSG00000265211.2 AL121865.1 chrX 50645112 50645209 + -ENSG00000222303.1 RNU6-935P chrX 50649641 50649740 + -ENSG00000226881.5 H3F3AP5 chrX 50905438 50905866 + -ENSG00000130385.5 BMP15 chrX 50910784 50916607 + -ENSG00000238190.1 HMGB1P15 chrX 50931114 50931548 - -ENSG00000227493.1 RP11-104D21.1 chrX 51030422 51031357 - -ENSG00000230926.1 RP11-104D21.2 chrX 51082818 51091228 + -ENSG00000230317.1 LINC01284 chrX 51095844 51171400 - -ENSG00000237926.1 RP13-346H10.2 chrX 51162864 51163677 + -ENSG00000122824.10 NUDT10 chrX 51332231 51337525 + -ENSG00000229151.1 RP11-348F1.3 chrX 51356944 51396462 - -ENSG00000226530.1 RP11-348F1.2 chrX 51396511 51465661 + -ENSG00000187690.3 CXorf67 chrX 51406915 51408843 + -ENSG00000196368.4 NUDT11 chrX 51490011 51496596 - -ENSG00000234766.1 LINC01496 chrX 51502090 51511005 - -ENSG00000224109.1 CENPVP3 chrX 51618109 51618594 - -ENSG00000223591.4 CENPVP1 chrX 51710791 51712131 + -ENSG00000189369.8 GSPT2 chrX 51743431 51746232 + -ENSG00000179222.17 MAGED1 chrX 51803007 51902357 + -ENSG00000236576.1 RP11-22B10.3 chrX 51856968 51858066 + -ENSG00000252377.1 RNU6-504P chrX 51870706 51870809 - -ENSG00000228827.1 RP11-234P3.2 chrX 51903338 51903850 - -ENSG00000232951.1 IPO7P1 chrX 51921864 51922499 - -ENSG00000237528.1 RP11-234P3.4 chrX 51923552 51923740 + -ENSG00000232562.1 TPMTP3 chrX 51979223 51980012 - -ENSG00000182776.4 RP11-114H20.1 chrX 52050860 52054255 - -ENSG00000279750.3 RP11-33H15.1 chrX 52053176 52055684 + -ENSG00000187243.16 MAGED4B chrX 52061827 52069248 - -ENSG00000221705.1 SNORA11E chrX 52063347 52063474 - -ENSG00000154545.16 MAGED4 chrX 52184823 52192268 + -ENSG00000221475.1 SNORA11D chrX 52190621 52190748 + -ENSG00000179028.4 RP11-363G10.2 chrX 52199840 52203235 + -ENSG00000274479.1 AC231759.1 chrX 52265772 52265860 + -ENSG00000278506.1 AC231759.2 chrX 52288107 52288192 + -ENSG00000276474.1 RP11-363G10.3 chrX 52326166 52326762 + -ENSG00000275335.1 MIR8088 chrX 52336557 52336642 - -ENSG00000155622.6 XAGE2 chrX 52369030 52375680 + -ENSG00000225957.1 CTD-2267G17.2 chrX 52382053 52385614 + -ENSG00000276897.1 RP11-651H2.1 chrX 52409772 52410432 - -ENSG00000224556.2 RP11-485B17.3 chrX 52422069 52459066 + -ENSG00000250084.1 RP11-485B17.5 chrX 52448587 52451138 - -ENSG00000278358.1 RP11-485B17.9 chrX 52480836 52481131 + -ENSG00000278160.1 RP11-485B17.10 chrX 52481515 52483950 + -ENSG00000275643.1 RBM22P6 chrX 52485046 52485912 - -ENSG00000204379.10 XAGE1A chrX 52495676 52500812 + -ENSG00000223395.2 RBM22P7 chrX 52509903 52510182 + -ENSG00000204382.11 XAGE1B chrX 52512077 52520803 - -ENSG00000277289.1 RP11-485B17.12 chrX 52531709 52532051 - -ENSG00000227058.1 RP13-34L8.7 chrX 52545151 52547695 + -ENSG00000231593.1 RP13-34L8.8 chrX 52561769 52562301 - -ENSG00000228771.1 RP11-552J9.1 chrX 52583989 52586312 + -ENSG00000185319.5 SSXP4 chrX 52598494 52603289 + -ENSG00000197185.7 SSXP1 chrX 52606535 52611758 - -ENSG00000234792.1 RP11-552J9.6 chrX 52612656 52613523 + -ENSG00000157965.11 SSX8 chrX 52624998 52632895 + -ENSG00000187754.8 SSX7 chrX 52644090 52654900 - -ENSG00000241476.7 SSX2 chrX 52644567 52707189 - -ENSG00000228354.1 RP11-552J9.9 chrX 52655207 52657254 + -ENSG00000222608.1 RNA5SP504 chrX 52665231 52665347 + -ENSG00000225508.1 SSXP5 chrX 52672718 52677051 + -ENSG00000237275.1 RP11-552J9.11 chrX 52687363 52687633 - -ENSG00000223958.1 RP11-552J9.12 chrX 52707602 52709933 + -ENSG00000225397.1 RP11-552J9.13 chrX 52722338 52722524 + -ENSG00000229826.2 RP11-552J9.14 chrX 52735901 52736107 - -ENSG00000268447.5 SSX2B chrX 52751132 52790305 + -ENSG00000269281.2 RP11-564H18.1 chrX 52770809 52771080 + -ENSG00000226867.1 RP13-77O11.8 chrX 52781452 52785786 - -ENSG00000204363.4 SPANXN5 chrX 52796144 52798101 - -ENSG00000229885.1 RP13-77O11.12 chrX 52801400 52801529 - -ENSG00000171405.12 XAGE5 chrX 52812204 52818301 + -ENSG00000196395.7 RP13-77O11.11 chrX 52824269 52829267 - -ENSG00000224781.1 EIF4A2P4 chrX 52832704 52833899 - -ENSG00000171402.14 XAGE3 chrX 52862525 52868068 - -ENSG00000179304.16 FAM156B chrX 52891306 52908560 + -ENSG00000268350.7 FAM156A chrX 52926402 52995472 - -ENSG00000278536.1 AC234031.1 chrX 53001527 53001617 + -ENSG00000184194.5 GPR173 chrX 53049091 53080615 + -ENSG00000270497.1 RP1-290F12.3 chrX 53065053 53065548 - -ENSG00000184205.14 TSPYL2 chrX 53082367 53088540 + -ENSG00000234019.1 RP11-236P24.3 chrX 53093710 53094858 - -ENSG00000232593.6 KANTR chrX 53094145 53167014 + -ENSG00000235224.1 RP11-236P24.1 chrX 53113018 53113274 - -ENSG00000231340.1 ACTG1P10 chrX 53142832 53143913 - -ENSG00000266700.1 AL139396.1 chrX 53143034 53143117 - -ENSG00000227329.2 RP11-258C19.4 chrX 53164391 53164557 - -ENSG00000270189.1 RP11-258C19.7 chrX 53169097 53170914 + -ENSG00000126012.11 KDM5C chrX 53191321 53225422 - -ENSG00000276575.1 MIR6895 chrX 53195411 53195488 - -ENSG00000277474.1 MIR6894 chrX 53198889 53198945 - -ENSG00000235262.1 KDM5C-IT1 chrX 53212408 53214679 - -ENSG00000124313.12 IQSEC2 chrX 53232876 53321324 - -ENSG00000226299.2 RP6-29D12.4 chrX 53322990 53323822 + -ENSG00000207408.1 Y_RNA chrX 53324562 53324674 + -ENSG00000236571.1 RP6-29D12.3 chrX 53337783 53337973 - -ENSG00000234413.1 RP6-29D12.2 chrX 53340986 53341505 + -ENSG00000072501.17 SMC1A chrX 53374149 53422728 - -ENSG00000278204.1 MIR6857 chrX 53405673 53405765 - -ENSG00000158423.16 RIBC1 chrX 53422690 53431120 + -ENSG00000072506.12 HSD17B10 chrX 53431258 53434373 - -ENSG00000233250.1 RP3-339A18.6 chrX 53432722 53433032 - -ENSG00000235416.1 RP3-339A18.3 chrX 53456273 53457029 - -ENSG00000199422.1 VTRNA3-1P chrX 53462209 53462310 + -ENSG00000086758.15 HUWE1 chrX 53532096 53686729 - -ENSG00000271886.1 MIR98 chrX 53556223 53556341 - -ENSG00000208012.1 MIRLET7F2 chrX 53557192 53557274 - -ENSG00000224735.1 RP11-272G22.1 chrX 53759026 53759204 + -ENSG00000226110.2 RP11-272G22.2 chrX 53768986 53769219 - -ENSG00000229037.2 RP11-272G22.3 chrX 53807776 53808623 + -ENSG00000235916.1 RP13-444K19.1 chrX 53825887 53826309 + -ENSG00000201618.1 RNA5SP505 chrX 53909054 53909161 + -ENSG00000172943.18 PHF8 chrX 53936676 54048958 - -ENSG00000280659.1 AL732374.1 chrX 54028845 54028922 + -ENSG00000184083.11 FAM120C chrX 54068324 54183281 - -ENSG00000224949.2 RP11-161N3.3 chrX 54147372 54147659 + -ENSG00000196632.10 WNK3 chrX 54192823 54358642 - -ENSG00000234566.1 RPL7AP71 chrX 54223324 54224062 + -ENSG00000207104.1 RNU6-434P chrX 54343546 54343652 + -ENSG00000158526.7 TSR2 chrX 54440401 54445487 + -ENSG00000102302.7 FGD1 chrX 54445454 54496166 - -ENSG00000130119.15 GNL3L chrX 54530211 54561071 + -ENSG00000215197.4 PGAM4P1 chrX 54671985 54672638 + -ENSG00000102313.8 ITIH6 chrX 54748899 54798240 - -ENSG00000102316.16 MAGED2 chrX 54807599 54816012 + -ENSG00000221716.1 SNORA11 chrX 54814370 54814497 + -ENSG00000275387.1 RP6-14C6.3 chrX 54842014 54842134 + -ENSG00000067445.20 TRO chrX 54920462 54931431 + -ENSG00000221750.1 SNORA11 chrX 54927305 54927433 + -ENSG00000158571.10 PFKFB1 chrX 54932961 54998534 - -ENSG00000169188.4 APEX2 chrX 55000357 55009057 + -ENSG00000158578.18 ALAS2 chrX 55009055 55031064 - -ENSG00000278283.1 RP5-884M20.4 chrX 55044749 55045121 - -ENSG00000234466.1 RP11-266I3.1 chrX 55054945 55055838 - -ENSG00000238269.8 PAGE2B chrX 55075063 55078909 + -ENSG00000234068.6 PAGE2 chrX 55089008 55092842 + -ENSG00000158639.11 PAGE5 chrX 55089045 55288785 + -ENSG00000278319.1 RP11-266I3.8 chrX 55101637 55102026 - -ENSG00000276929.1 RP11-266I3.9 chrX 55137930 55142433 + -ENSG00000182518.13 FAM104B chrX 55143102 55161310 - -ENSG00000186678.7 RP11-266I3.7 chrX 55172717 55176026 + -ENSG00000229760.1 RP11-266I3.5 chrX 55178207 55178737 - -ENSG00000231947.1 MTND2P24 chrX 55179194 55179999 - -ENSG00000238047.1 MTND1P30 chrX 55180377 55181277 - -ENSG00000256045.2 MTRNR2L10 chrX 55181391 55182920 - -ENSG00000204279.7 PAGE3 chrX 55258412 55264846 - -ENSG00000232765.6 RP11-382F24.1 chrX 55279839 55288785 + -ENSG00000266328.2 AL590410.1 chrX 55451475 55451585 + -ENSG00000187601.4 MAGEH1 chrX 55452105 55453566 + -ENSG00000247746.4 USP51 chrX 55484616 55489202 - -ENSG00000277516.1 RP11-541G7.4 chrX 55520382 55520714 - -ENSG00000200635.1 Y_RNA chrX 55582733 55582834 + -ENSG00000235136.1 RP13-146A14.1 chrX 55599663 55600106 - -ENSG00000189299.6 FOXR2 chrX 55623400 55625325 + -ENSG00000229594.1 RP11-167P23.4 chrX 55633031 55635656 - -ENSG00000169164.7 RP11-167P23.2 chrX 55654709 55657014 - -ENSG00000083750.12 RRAGB chrX 55717739 55758774 + -ENSG00000227486.1 RP13-188A5.1 chrX 55908123 56015173 + -ENSG00000214745.2 RP11-54I5.1 chrX 55961208 55962482 + -ENSG00000102349.14 KLF8 chrX 56232421 56287889 + -ENSG00000234135.2 RPL23AP83 chrX 56242937 56243409 - -ENSG00000188021.8 UBQLN2 chrX 56563639 56567868 + -ENSG00000230105.1 RP11-431N15.2 chrX 56618391 56624458 + -ENSG00000204272.10 LINC01420 chrX 56729259 56818380 + -ENSG00000237748.1 UQCRBP1 chrX 56737242 56737577 - -ENSG00000224799.1 RP11-445O16.3 chrX 56973510 56974796 + -ENSG00000204271.10 SPIN3 chrX 56976370 56995537 - -ENSG00000237708.1 RP11-445O16.2 chrX 57068914 57069685 - -ENSG00000186787.7 SPIN2B chrX 57118551 57121547 - -ENSG00000226310.1 RP3-323P24.3 chrX 57121662 57127243 + -ENSG00000147059.8 SPIN2A chrX 57134530 57137625 - -ENSG00000231765.1 PPP1R11P2 chrX 57229034 57229415 + -ENSG00000165591.6 FAAH2 chrX 57286706 57489196 + -ENSG00000231831.1 MTHFD1P1 chrX 57392646 57395409 - -ENSG00000198455.4 ZXDB chrX 57591652 57597545 + -ENSG00000215174.2 NLRP2P chrX 57677067 57680260 - -ENSG00000227427.1 RP1-49C23.1 chrX 57766320 57767292 + -ENSG00000198205.6 ZXDA chrX 57906708 57910820 - -ENSG00000228004.1 MYCLP2 chrX 57933837 57934803 - -ENSG00000235124.1 KRT8P17 chrX 57984686 57986133 + -ENSG00000236852.1 RP11-3D23.1 chrX 62779250 62780326 + -ENSG00000235170.1 MTND1P31 chrX 62842542 62843502 + -ENSG00000228182.1 MTND2P25 chrX 62843697 62844306 + -ENSG00000234570.1 ZFRP1 chrX 62878811 62884842 - -ENSG00000277499.1 RP11-144M17.1 chrX 63087071 63088664 + -ENSG00000230823.3 CBX1P1 chrX 63299247 63299673 - -ENSG00000235437.7 LINC01278 chrX 63343227 63561071 - -ENSG00000186767.5 SPIN4 chrX 63347228 63351344 - -ENSG00000233661.1 SPIN4-AS1 chrX 63349646 63352178 + -ENSG00000131089.13 ARHGEF9 chrX 63634967 63809274 - -ENSG00000231729.1 ARHGEF9-IT1 chrX 63670196 63671502 - -ENSG00000236813.1 BTF3P8 chrX 63766875 63767400 + -ENSG00000222532.1 MIR1468 chrX 63786002 63786087 - -ENSG00000232794.1 HNRNPDP1 chrX 64044305 64045058 + -ENSG00000226010.1 RP11-403E24.1 chrX 64144872 64147052 - -ENSG00000184675.9 AMER1 chrX 64185117 64205744 - -ENSG00000244006.3 RN7SL799P chrX 64210691 64210988 + -ENSG00000198881.9 ASB12 chrX 64224196 64230631 - -ENSG00000102043.15 MTMR8 chrX 64268081 64395431 - -ENSG00000213754.2 RP11-284B18.3 chrX 64305047 64306733 - -ENSG00000230889.2 SHC1P1 chrX 64432401 64434145 + -ENSG00000227261.1 YWHAZP7 chrX 64612632 64613262 - -ENSG00000226502.2 KRT8P27 chrX 64623117 64624573 + -ENSG00000225814.1 GRPEL2P2 chrX 64697878 64698547 - -ENSG00000236982.1 BLOC1S2P1 chrX 64726748 64727048 - -ENSG00000126970.15 ZC4H2 chrX 64915802 65034713 - -ENSG00000237971.1 RP11-231N9.1 chrX 65185018 65187265 - -ENSG00000266526.2 AL445523.1 chrX 65215237 65215342 + -ENSG00000225569.1 CCT4P2 chrX 65270913 65273019 + -ENSG00000231857.1 MORF4L1P5 chrX 65327988 65331233 - -ENSG00000237963.1 RP11-151G12.2 chrX 65356890 65357547 - -ENSG00000102053.12 ZC3H12B chrX 65366638 65507887 + -ENSG00000228158.2 TLE1P1 chrX 65408084 65408672 + -ENSG00000227534.1 RP3-323B6.1 chrX 65469087 65470380 + -ENSG00000001497.16 LAS1L chrX 65512582 65534775 - -ENSG00000227942.1 FRMD8P1 chrX 65550898 65552421 - -ENSG00000147065.16 MSN chrX 65588377 65741931 + -ENSG00000231809.4 NANOGP9 chrX 65772741 65773632 - -ENSG00000276689.1 RP11-314A15.3 chrX 65786763 65787169 + -ENSG00000233833.1 ETF1P3 chrX 65794345 65795835 + -ENSG00000230039.1 RP11-314A15.2 chrX 65821255 65822249 - -ENSG00000217835.3 RP6-159A1.2 chrX 65956289 65957196 - -ENSG00000237311.1 RP6-159A1.3 chrX 65999751 66001071 + -ENSG00000274536.4 RP6-159A1.4 chrX 66015461 66020422 + -ENSG00000207939.1 MIR223 chrX 66018870 66018979 + -ENSG00000155659.14 VSIG4 chrX 66021738 66040125 - -ENSG00000215168.2 RP11-30M20.1 chrX 66055587 66056587 - -ENSG00000237294.1 EIF4BP9 chrX 66074835 66076347 - -ENSG00000089472.16 HEPH chrX 66162549 66268867 + -ENSG00000231356.1 RP13-238N7.2 chrX 66360766 66361776 - -ENSG00000226820.2 RP11-747I9.1 chrX 66437345 66440668 + -ENSG00000235892.1 PKMP2 chrX 66497748 66499424 + -ENSG00000131080.14 EDA2R chrX 66595637 66639298 - -ENSG00000222667.1 RNU6-394P chrX 66676258 66676364 - -ENSG00000226280.2 RP6-22P16.1 chrX 67373573 67375520 + -ENSG00000233710.1 RP4-808O4.2 chrX 67533163 67533987 + -ENSG00000169083.15 AR chrX 67544032 67730619 + -ENSG00000280956.1 AL049564.1 chrX 67545277 67545422 + -ENSG00000234201.1 BMI1P1 chrX 67791955 67792895 - -ENSG00000260118.1 RP6-201G10.2 chrX 68013470 68014901 - -ENSG00000079482.12 OPHN1 chrX 68042344 68433913 - -ENSG00000228328.2 RP11-516A11.1 chrX 68070520 68071767 - -ENSG00000252145.1 RNU6-1225P chrX 68102068 68102132 - -ENSG00000228125.2 AKIRIN1P2 chrX 68132868 68133437 + -ENSG00000206646.1 Y_RNA chrX 68361075 68361187 + -ENSG00000225925.1 RP13-313G19.2 chrX 68474710 68476874 + -ENSG00000181704.11 YIPF6 chrX 68498323 68537285 + -ENSG00000206747.1 RNU6-245P chrX 68539443 68539549 - -ENSG00000236735.3 RPL31P63 chrX 68600099 68600473 + -ENSG00000234463.1 COX6CP12 chrX 68645326 68645527 - -ENSG00000130052.13 STARD8 chrX 68647666 68725842 + -ENSG00000232267.1 ACTR3P2 chrX 68771322 68772578 + -ENSG00000213740.2 SERBP1P1 chrX 68783472 68785066 + -ENSG00000090776.5 EFNB1 chrX 68828997 68842147 + -ENSG00000181191.11 PJA1 chrX 69160851 69165793 - -ENSG00000172186.7 HMGN1P35 chrX 69174124 69174717 + -ENSG00000215162.1 LINC00269 chrX 69179557 69209924 + -ENSG00000231706.2 CYCSP43 chrX 69485343 69485652 - -ENSG00000264604.1 AL158069.1 chrX 69504705 69504823 + -ENSG00000130054.4 FAM155B chrX 69505241 69532508 + -ENSG00000228160.1 RP13-57D9.3 chrX 69569669 69570357 - -ENSG00000158813.17 EDA chrX 69616067 70039469 + -ENSG00000272351.1 RNA5SP506 chrX 69672479 69672597 + -ENSG00000212434.2 U3 chrX 69692956 69693155 + -ENSG00000233229.1 CNOT7P1 chrX 69937166 69938017 - -ENSG00000211991.3 AL158141.1 chrX 70022829 70022939 + -ENSG00000147160.9 AWAT2 chrX 70040542 70049938 - -ENSG00000189401.2 OTUD6A chrX 70062491 70064179 + -ENSG00000226579.1 RP11-351K23.3 chrX 70120353 70121474 - -ENSG00000235382.1 MTND4P31 chrX 70124972 70129071 - -ENSG00000089289.15 IGBP1 chrX 70133449 70166324 + -ENSG00000220925.2 IGBP1-AS2 chrX 70148582 70149654 - -ENSG00000203588.3 IGBP1-AS1 chrX 70163842 70165206 - -ENSG00000184210.5 DGAT2L6 chrX 70177483 70205545 + -ENSG00000242657.3 RN7SL581P chrX 70222006 70222314 - -ENSG00000204195.3 AWAT1 chrX 70234655 70240627 + -ENSG00000200473.1 RNA5SP507 chrX 70253042 70253162 + -ENSG00000186912.6 P2RY4 chrX 70258170 70259764 - -ENSG00000120500.17 ARR3 chrX 70268305 70281840 + -ENSG00000147127.8 RAB41 chrX 70282093 70285002 + -ENSG00000120509.10 PDZD11 chrX 70286595 70290514 - -ENSG00000090889.11 KIF4A chrX 70290090 70420832 + -ENSG00000231053.1 RP13-26D14.2 chrX 70361486 70362374 - -ENSG00000201377.1 RNY4P23 chrX 70396279 70396375 + -ENSG00000277312.1 AL139398.1 chrX 70408176 70408284 - -ENSG00000130055.13 GDPD2 chrX 70423031 70433390 + -ENSG00000082458.11 DLG3 chrX 70444861 70505490 + -ENSG00000200431.1 RNU4-81P chrX 70450879 70451022 + -ENSG00000231651.1 DLG3-AS1 chrX 70452958 70455994 - -ENSG00000120498.13 TEX11 chrX 70528940 70908731 - -ENSG00000230187.1 RP11-291O7.1 chrX 70672895 70673515 - -ENSG00000277492.1 ACEA_U3 chrX 70846079 70846295 - -ENSG00000280704.1 U3 chrX 70846080 70846295 - -ENSG00000213747.2 RP13-278H16.2 chrX 70857163 70857502 + -ENSG00000165349.11 SLC7A3 chrX 70925582 70931125 - -ENSG00000230629.2 RPS23P8 chrX 70962964 70963293 + -ENSG00000229324.1 NUTF2P7 chrX 71016531 71016905 - -ENSG00000212605.1 RNU1-56P chrX 71020275 71020438 - -ENSG00000227536.1 SOCS5P4 chrX 71043214 71045470 - -ENSG00000147164.11 SNX12 chrX 71056332 71073426 - -ENSG00000184481.16 FOXO4 chrX 71096197 71103535 + -ENSG00000204165.5 CXorf65 chrX 71103889 71106788 - -ENSG00000147168.12 IL2RG chrX 71107404 71112108 - -ENSG00000184634.15 MED12 chrX 71118556 71142454 + -ENSG00000265597.1 AL590764.1 chrX 71141185 71141306 + -ENSG00000196338.12 NLGN3 chrX 71144831 71171201 + -ENSG00000228427.1 RP5-1091N2.9 chrX 71183559 71198175 - -ENSG00000169562.9 GJB1 chrX 71215194 71225516 + -ENSG00000147130.14 ZMYM3 chrX 71239624 71255146 - -ENSG00000147140.15 NONO chrX 71283192 71301168 + -ENSG00000147166.10 ITGB1BP2 chrX 71301734 71305371 + -ENSG00000224208.1 AL590762.6 chrX 71314912 71315879 - -ENSG00000281075.1 Metazoa_SRP chrX 71319394 71319658 - -ENSG00000213706.2 AL590762.7 chrX 71352418 71352988 + -ENSG00000147133.15 TAF1 chrX 71366239 71532374 + -ENSG00000275975.1 Metazoa_SRP chrX 71368666 71368968 + -ENSG00000229601.1 AL590762.10 chrX 71413834 71414086 - -ENSG00000213018.2 AL590762.11 chrX 71420083 71420514 - -ENSG00000199751.1 Y_RNA chrX 71491066 71491167 - -ENSG00000243468.5 INGX chrX 71491682 71492928 - -ENSG00000215120.2 AL590763.5 chrX 71527814 71530225 - -ENSG00000147162.13 OGT chrX 71533083 71575897 + -ENSG00000147174.11 ACRC chrX 71578411 71613583 + -ENSG00000186810.7 CXCR3 chrX 71615916 71618517 - -ENSG00000264855.1 AL590763.1 chrX 71625753 71625855 - -ENSG00000281405.1 AL590763.2 chrX 71632223 71632361 - -ENSG00000237265.5 RP11-402P6.9 chrX 71662995 71665753 - -ENSG00000230934.1 RP11-402P6.2 chrX 71691932 71692179 + -ENSG00000281852.1 LINC00891 chrX 71697196 71706455 + -ENSG00000215115.6 CXorf49 chrX 71714371 71718151 - -ENSG00000226870.2 RP11-402P6.13 chrX 71719142 71721278 + -ENSG00000237182.1 RP11-402P6.3 chrX 71736454 71736703 - -ENSG00000237717.1 RP11-402P6.4 chrX 71744828 71745077 + -ENSG00000231774.1 RP11-402P6.11 chrX 71760775 71761659 - -ENSG00000234442.2 RP11-402P6.12 chrX 71761968 71762433 - -ENSG00000215113.6 CXorf49B chrX 71763424 71767204 + -ENSG00000224617.1 RP11-402P6.5 chrX 71789386 71789636 - -ENSG00000229030.1 RP11-402P6.6 chrX 71848775 71849004 + -ENSG00000204131.8 NHSL2 chrX 71910818 72161750 + -ENSG00000201392.1 RNU6-1078P chrX 71965972 71966074 - -ENSG00000196933.5 RPS26P11 chrX 72044545 72044892 + -ENSG00000242732.4 RGAG4 chrX 72127110 72131901 - -ENSG00000225471.5 RP11-262D11.2 chrX 72159845 72160346 + -ENSG00000102309.12 PIN4 chrX 72181353 72302926 + -ENSG00000239577.3 RN7SL388P chrX 72198712 72199050 + -ENSG00000186871.6 ERCC6L chrX 72204657 72239047 - -ENSG00000198034.10 RPS4X chrX 72255679 72277300 - -ENSG00000238926.1 Y_RNA chrX 72284945 72285045 - -ENSG00000125931.10 CITED1 chrX 72301638 72307187 - -ENSG00000147099.19 HDAC8 chrX 72329516 72573103 - -ENSG00000222810.1 RNU2-68P chrX 72376979 72377169 - -ENSG00000067177.14 PHKA1 chrX 72578814 72714319 - -ENSG00000225858.1 RP1-172N19.3 chrX 72660470 72660719 + -ENSG00000231944.1 PHKA1-AS1 chrX 72688950 72712348 + -ENSG00000273788.1 U3 chrX 72726122 72726337 - -ENSG00000213698.2 RP1-172N19.4 chrX 72727977 72728821 - -ENSG00000201271.1 RNU1-112P chrX 72740706 72740869 - -ENSG00000184911.14 DMRTC1B chrX 72777009 72848802 + -ENSG00000269911.1 RP1-172N19.5 chrX 72777608 72779097 + -ENSG00000268994.2 RP1-172N19.1 chrX 72781883 72782594 - -ENSG00000225396.5 RP11-69A21.2 chrX 72807425 72808210 - -ENSG00000269502.5 DMRTC1 chrX 72872025 72943814 - -ENSG00000275520.1 LINC00684 chrX 72938163 72938958 + -ENSG00000226725.2 PABPC1L2B-AS1 chrX 72998388 73002856 - -ENSG00000184388.5 PABPC1L2B chrX 73003517 73005713 + -ENSG00000186288.5 PABPC1L2A chrX 73077276 73079512 - -ENSG00000231963.1 PABPC1L2B-AS1 chrX 73080167 73084635 + -ENSG00000204118.1 NAP1L6 chrX 73126037 73128080 - -ENSG00000186462.8 NAP1L2 chrX 73212299 73214848 - -ENSG00000230311.2 TOMM20P4 chrX 73223124 73223558 + -ENSG00000237014.1 AC004074.4 chrX 73237647 73238709 - -ENSG00000225664.3 YWHAZP8 chrX 73274785 73275515 + -ENSG00000207486.1 RNU6-1044P chrX 73397531 73397637 - -ENSG00000131264.3 CDX4 chrX 73447254 73455245 + -ENSG00000233162.1 MORF4L1P6 chrX 73474563 73474830 + -ENSG00000269904.2 MAP2K4P1 chrX 73524275 73563085 - -ENSG00000237475.2 RPL7P53 chrX 73535503 73536241 + -ENSG00000204116.11 CHIC1 chrX 73563200 73687102 + -ENSG00000230146.1 SEPHS1P4 chrX 73769248 73770423 + -ENSG00000270641.1 TSIX chrX 73792205 73829231 + -ENSG00000229807.9 XIST chrX 73820651 73852753 - -ENSG00000274655.1 XIST_intron chrX 73821657 73821724 - -ENSG00000277577.1 Xist_exon4 chrX 73831145 73831270 - -ENSG00000278039.1 Xist_exon1 chrX 73850487 73850571 + -ENSG00000182707.4 FXYD6P3 chrX 73875068 73875635 + -ENSG00000225470.6 JPX chrX 73944324 74070408 + -ENSG00000274430.1 JPX_1 chrX 73944332 73944466 + -ENSG00000276784.1 JPX_2 chrX 73944595 73944663 + -ENSG00000228906.1 RP13-216E22.4 chrX 73948973 73949558 + -ENSG00000271199.1 RP13-216E22.5 chrX 73958059 73969485 - -ENSG00000230590.7 FTX chrX 73963955 74293574 - -ENSG00000270223.1 RP13-36G14.4 chrX 74009389 74011468 - -ENSG00000233984.1 RPSAP14 chrX 74031462 74031820 + -ENSG00000203397.2 RP13-36G14.3 chrX 74066083 74066592 + -ENSG00000234969.1 RP13-33H18.1 chrX 74069276 74070832 + -ENSG00000223650.1 UHRF2P1 chrX 74105572 74107958 + -ENSG00000232928.2 DDX3P1 chrX 74121012 74131923 + -ENSG00000280375.1 RP13-204A15.5 chrX 74122134 74122725 - -ENSG00000230986.1 DDX3P2 chrX 74133004 74133114 - -ENSG00000224430.2 MKRN5P chrX 74161062 74162528 - -ENSG00000231549.1 USMG5P1 chrX 74173890 74174066 + -ENSG00000204113.6 BMP2KL chrX 74185929 74187153 + -ENSG00000271430.1 RP3-368A4.5 chrX 74200229 74242148 - -ENSG00000228492.2 RAB11FIP1P1 chrX 74202834 74204595 + -ENSG00000271533.1 RP3-368A4.6 chrX 74209976 74213660 - -ENSG00000202566.3 MIR421 chrX 74218373 74218484 - -ENSG00000212027.2 MIR374B chrX 74218517 74218628 - -ENSG00000265727.2 RN7SL648P chrX 74242608 74242908 - -ENSG00000278421.1 FTX_1 chrX 74274341 74274411 + -ENSG00000273974.1 FTX_2 chrX 74280402 74280495 + -ENSG00000275254.1 FTX_3 chrX 74280936 74281082 + -ENSG00000275625.1 FTX_4 chrX 74281703 74281849 + -ENSG00000207820.1 MIR545 chrX 74287104 74287209 - -ENSG00000199168.2 MIR374A chrX 74287276 74287386 - -ENSG00000277922.1 FTX_5 chrX 74293357 74293574 + -ENSG00000187969.5 ZCCHC13 chrX 74304190 74305031 + -ENSG00000226515.1 AC004386.3 chrX 74342713 74342860 - -ENSG00000213269.2 AC004386.4 chrX 74376125 74376885 - -ENSG00000239745.3 RN7SL790P chrX 74390692 74390989 + -ENSG00000230665.3 PRKRIRP1 chrX 74396871 74399550 - -ENSG00000213695.3 RPS7P14 chrX 74409518 74410100 + -ENSG00000147100.9 SLC16A2 chrX 74421461 74533917 + -ENSG00000231206.2 HNRNPA1P25 chrX 74473017 74473953 - -ENSG00000230673.3 PABPC1P3 chrX 74583088 74583546 - -ENSG00000131263.12 RLIM chrX 74585217 74614617 - -ENSG00000199885.1 RNU6-330P chrX 74680053 74680159 + -ENSG00000050030.13 KIAA2022 chrX 74732849 74925485 - -ENSG00000271589.1 RP11-130N24.2 chrX 74769639 74769798 + -ENSG00000131269.15 ABCB7 chrX 75053172 75156732 - -ENSG00000229661.1 BUD31P2 chrX 75201491 75201790 + -ENSG00000199601.1 RNU6-562P chrX 75202703 75202809 + -ENSG00000094841.13 UPRT chrX 75274085 75304600 + -ENSG00000232186.1 RP11-311P8.2 chrX 75326772 75327999 - -ENSG00000102383.13 ZDHHC15 chrX 75368427 75523502 - -ENSG00000233254.1 RPL21P134 chrX 75384346 75384828 + -ENSG00000237089.2 PCNPP4 chrX 75537547 75538702 - -ENSG00000224775.2 BRAFP1 chrX 75582676 75585506 + -ENSG00000215105.4 TTC3P1 chrX 75740831 75746911 - -ENSG00000186675.6 MAGEE2 chrX 75782988 75785236 - -ENSG00000233063.2 SAR1AP4 chrX 75884546 75885136 + -ENSG00000226753.1 RP11-212D3.2 chrX 75888700 75888888 + -ENSG00000226854.1 RP11-212D3.4 chrX 75903105 75904858 + -ENSG00000232332.1 RP3-481A17.1 chrX 76029895 76030330 + -ENSG00000102390.10 PBDC1 chrX 76172936 76178204 + -ENSG00000237252.1 RP11-322A17.1 chrX 76222637 76223097 + -ENSG00000201826.1 RNU6-867P chrX 76244968 76245074 + -ENSG00000274398.1 RP11-322A17.3 chrX 76250183 76251796 - -ENSG00000213684.4 LDHBP2 chrX 76334841 76335845 - -ENSG00000198934.4 MAGEE1 chrX 76427724 76431353 + -ENSG00000223259.1 RNA5SP508 chrX 76655009 76655127 - -ENSG00000235447.2 TRAPPC13P1 chrX 76655498 76656559 - -ENSG00000280870.2 MIR325HG chrX 76657798 77014532 - -ENSG00000207995.1 MIR325 chrX 77005404 77005501 - -ENSG00000201447.1 RNA5SP509 chrX 77066709 77066827 + -ENSG00000234404.2 BX682235.1 chrX 77374212 77381319 + -ENSG00000196468.7 FGF16 chrX 77447405 77457278 + -ENSG00000085224.20 ATRX chrX 77504878 77786269 - -ENSG00000237106.2 FABP5P15 chrX 77727867 77728080 + -ENSG00000102158.19 MAGT1 chrX 77826364 77895593 - -ENSG00000200906.1 RNU6-854P chrX 77837289 77837395 + -ENSG00000263410.2 RN7SL460P chrX 77885377 77885634 + -ENSG00000131174.4 COX7B chrX 77899438 77907373 + -ENSG00000165240.17 ATP7A chrX 77910656 78050395 + -ENSG00000248503.2 RP5-1000K24.2 chrX 77910741 77964890 + -ENSG00000226784.2 PGAM4 chrX 77968874 77969638 - -ENSG00000102144.13 PGK1 chrX 78065188 78129296 + -ENSG00000187325.4 TAF9B chrX 78129748 78139706 - -ENSG00000223592.2 FNDC3CP chrX 78165696 78172422 - -ENSG00000173198.5 CYSLTR1 chrX 78271464 78327691 - -ENSG00000224755.1 HMGN1P34 chrX 78519593 78520186 - -ENSG00000235061.3 UBE2V1P7 chrX 78554412 78554751 - -ENSG00000179300.3 ZCCHC5 chrX 78656069 78659328 - -ENSG00000271433.1 PPATP2 chrX 78699384 78699891 - -ENSG00000147145.12 LPAR4 chrX 78747709 78757094 + -ENSG00000227645.2 RPL7P54 chrX 78763226 78763899 + -ENSG00000078589.12 P2RY10 chrX 78945332 78961954 + -ENSG00000232168.2 P2RY10P2 chrX 79084936 79085848 + -ENSG00000280897.1 AL590222.1 chrX 79158031 79158119 + -ENSG00000147138.1 GPR174 chrX 79170972 79172229 + -ENSG00000271005.1 CTHRC1P1 chrX 79177200 79177668 - -ENSG00000225025.2 KIF4CP chrX 79323446 79325217 + -ENSG00000078596.10 ITM2A chrX 79360384 79367667 - -ENSG00000270268.1 RP1-164L12.1 chrX 79369364 79370165 - -ENSG00000122145.14 TBX22 chrX 80014756 80031769 + -ENSG00000266822.2 AL049791.1 chrX 80101220 80101308 - -ENSG00000278530.4 CHMP1B2P chrX 80228489 80335364 - -ENSG00000174016.11 FAM46D chrX 80335504 80445311 + -ENSG00000230247.2 HNRNPH3P1 chrX 80529037 80530027 + -ENSG00000228051.1 RP11-325E14.2 chrX 80560146 80562054 + -ENSG00000228612.2 HK2P1 chrX 80571871 80574607 - -ENSG00000165288.10 BRWD3 chrX 80670854 80809688 - -ENSG00000225715.1 RP11-325E14.5 chrX 80709928 80710705 + -ENSG00000239008.1 ACA64 chrX 80857076 80857202 - -ENSG00000212623.1 RNU6-493P chrX 80900757 80900864 + -ENSG00000073905.8 VDAC1P1 chrX 80929500 80930347 + -ENSG00000212546.1 RNU6-995P chrX 80936434 80936540 + -ENSG00000198157.10 HMGN5 chrX 81113701 81201942 - -ENSG00000131171.12 SH3BGRL chrX 81201943 81298547 + -ENSG00000264374.1 AL357115.1 chrX 81240820 81240901 + -ENSG00000231875.1 RP11-346E8.1 chrX 81363268 81364170 + -ENSG00000224523.1 RP13-52K8.1 chrX 81408938 81427276 + -ENSG00000233446.2 XXyac-YR12DB5.1 chrX 81600072 81601306 + -ENSG00000206826.1 RNU6-974P chrX 82001220 82001327 - -ENSG00000228041.2 RP4-581F12.1 chrX 82497669 82497924 - -ENSG00000213653.4 RPL22P22 chrX 82506434 82506812 - -ENSG00000202183.1 SNORA4 chrX 82561201 82561347 + -ENSG00000275182.1 AL022574.1 chrX 82675638 82675727 - -ENSG00000236365.1 RP5-849L7.1 chrX 82875649 82875885 + -ENSG00000232735.2 ATG4AP1 chrX 82998699 82999236 + -ENSG00000279437.1 RP3-326L13.2 chrX 83506023 83509214 - -ENSG00000196767.6 POU3F4 chrX 83508250 83512127 + -ENSG00000236870.2 RP1-223D17.1 chrX 83559896 83560312 - -ENSG00000215102.2 TERF1P4 chrX 83748825 83749939 - -ENSG00000183035.12 CYLC1 chrX 83861126 83886699 + -ENSG00000072133.10 RPS6KA6 chrX 84058346 84187907 - -ENSG00000221494.1 MIR548I4 chrX 84225752 84225828 - -ENSG00000165259.13 HDX chrX 84317874 84502479 - -ENSG00000233484.2 RP11-74B21.1 chrX 84403898 84404024 - -ENSG00000237211.2 SETP4 chrX 84755136 84756003 + -ENSG00000229547.4 UBE2DNL chrX 84934151 84934890 + -ENSG00000230781.1 RP1-215K18.4 chrX 84973217 84977829 + -ENSG00000155008.13 APOOL chrX 85003826 85093316 + -ENSG00000184788.12 SATL1 chrX 85092287 85109048 - -ENSG00000276391.1 RP5-928E24.4 chrX 85207187 85210649 + -ENSG00000235461.1 RP5-928E24.2 chrX 85210706 85219698 + -ENSG00000147180.16 ZNF711 chrX 85244032 85273362 + -ENSG00000264517.1 AC003001.1 chrX 85244095 85244171 + -ENSG00000124429.17 POF1B chrX 85277396 85379743 - -ENSG00000223707.2 SFR1P2 chrX 85849410 85850139 - -ENSG00000276892.1 RP1-93L7.4 chrX 85851575 85851682 - -ENSG00000188419.13 CHM chrX 85861180 86047562 - -ENSG00000199051.2 MIR361 chrX 85903611 85903722 - -ENSG00000199567.1 Y_RNA chrX 86019608 86019715 + -ENSG00000234039.2 NDUFA5P7 chrX 86066227 86066468 - -ENSG00000225536.2 STIP1P3 chrX 86084716 86086339 - -ENSG00000223574.1 TPMTP4 chrX 86128893 86129570 - -ENSG00000126733.20 DACH2 chrX 86148458 86832604 + -ENSG00000215093.3 EEF1A1P29 chrX 86160264 86161359 - -ENSG00000223772.1 GEMIN8P3 chrX 86304367 86305086 + -ENSG00000277717.1 U6 chrX 86481028 86481130 + -ENSG00000231478.1 FCF1P9 chrX 86481532 86481813 + -ENSG00000271290.1 RP11-345E19.2 chrX 86798598 86799226 - -ENSG00000236190.1 RP3-431C21.1 chrX 86888586 86888816 + -ENSG00000271457.1 RP11-192B18.1 chrX 87143854 87144748 - -ENSG00000200422.1 SNORD45 chrX 87146733 87146804 + -ENSG00000230478.1 RP1-52D1.1 chrX 87425583 87425690 - -ENSG00000102271.13 KLHL4 chrX 87517749 87670050 + -ENSG00000237506.3 RPSAP15 chrX 87703343 87704203 - -ENSG00000271205.1 RP1-138A5.2 chrX 87723089 87723238 - -ENSG00000270446.1 RP6-43L17.1 chrX 87806433 87806769 - -ENSG00000271056.1 RP6-43L17.2 chrX 87807549 87809883 - -ENSG00000230706.2 RP5-998G20.1 chrX 88061590 88062844 - -ENSG00000230956.2 RP3-452M16.1 chrX 88096393 88097225 - -ENSG00000252016.1 ACA64 chrX 88148792 88148918 + -ENSG00000271693.1 CTD-2194M22.1 chrX 88369343 88369459 + -ENSG00000147183.9 CPXCR1 chrX 88747225 88754785 + -ENSG00000271157.1 RP1-249C1.1 chrX 88827554 88829858 - -ENSG00000232576.2 RP11-137D19.1 chrX 88908403 88908763 + -ENSG00000270745.1 RP13-324D24.1 chrX 88982215 88982353 - -ENSG00000224065.2 SRIP2 chrX 89367435 89367600 - -ENSG00000225012.5 RP13-348B13.2 chrX 89423738 89446983 + -ENSG00000221005.1 AL161723.1 chrX 89790335 89790451 + -ENSG00000153779.9 TGIF2LX chrX 89921882 89922883 + -ENSG00000227581.2 RP13-140E4.1 chrX 90039213 90039834 - -ENSG00000226081.2 USP12PX chrX 90112650 90113706 + -ENSG00000274022.1 RP13-362E11.3 chrX 90208895 90209418 - -ENSG00000227434.2 RNF19BPX chrX 90209796 90210420 - -ENSG00000229667.2 UBE2V1P9 chrX 90289536 90289903 - -ENSG00000207515.1 RNU6-555P chrX 90597235 90597340 - -ENSG00000206062.4 RP13-212L9.1 chrX 91307781 91308878 + -ENSG00000234161.1 PABPC5-AS1 chrX 91414878 91434999 - -ENSG00000236413.2 RP13-24G8.2 chrX 91422309 91422538 + -ENSG00000174740.7 PABPC5 chrX 91434595 91438584 + -ENSG00000230275.2 SERBP1P4 chrX 91560436 91561597 - -ENSG00000102290.21 PCDH11X chrX 91779261 92623230 + -ENSG00000222440.1 RNU2-26P chrX 91798093 91798283 + -ENSG00000234702.1 VDAC1P3 chrX 91982655 91983505 - -ENSG00000229132.2 EIF4A1P10 chrX 92113246 92114461 - -ENSG00000215089.3 KRT18P11 chrX 92459670 92460952 + -ENSG00000211526.1 AL121869.1 chrX 92460452 92460545 + -ENSG00000230543.1 SNX3P1X chrX 92515323 92515497 - -ENSG00000225912.1 RP13-258O15.1 chrX 92676519 92676954 - -ENSG00000237873.1 RP11-156J23.1 chrX 93042490 93042942 + -ENSG00000234130.2 RP13-88F20.1 chrX 93222220 93225015 - -ENSG00000234322.1 ST13P18 chrX 93287733 93288759 - -ENSG00000237381.2 RP3-455H14.1 chrX 93388075 93389497 - -ENSG00000228301.1 RPL7P55 chrX 93573834 93574579 + -ENSG00000186310.9 NAP1L3 chrX 93670930 93673568 - -ENSG00000179083.6 FAM133A chrX 93674013 93712274 + -ENSG00000270826.1 RP1-60G11.1 chrX 93776911 93777384 - -ENSG00000212495.1 RNU6-332P chrX 94003815 94003922 - -ENSG00000202410.1 Y_RNA chrX 94178005 94178106 + -ENSG00000227521.2 RP13-213K19.1 chrX 94319038 94320025 + -ENSG00000232293.2 PAICSP7 chrX 94636663 94639570 - -ENSG00000231001.2 CCNB1IP1P3 chrX 94776739 94777567 - -ENSG00000221665.1 AL591708.1 chrX 94893501 94893593 + -ENSG00000221187.1 MIR548M chrX 95063141 95063226 - -ENSG00000212098.1 AL390966.1 chrX 95134279 95134372 + -ENSG00000271094.1 RP3-380C13.2 chrX 95453369 95453581 + -ENSG00000223467.2 CALM1P1 chrX 95499604 95500036 + -ENSG00000201567.1 RNA5SP510 chrX 95582064 95582162 + -ENSG00000215085.4 RP11-471G13.2 chrX 95584303 95584942 + -ENSG00000236185.1 HNRNPDLP3 chrX 95610578 95610957 + -ENSG00000226307.1 HNRNPDLP1 chrX 95638375 95638924 + -ENSG00000235425.2 RPS7P13 chrX 95679130 95679627 - -ENSG00000270583.1 RP11-471G13.5 chrX 95720243 95721144 + -ENSG00000232842.2 RP5-961K14.1 chrX 95973328 95974315 - -ENSG00000242998.3 RN7SL379P chrX 96023360 96023652 + -ENSG00000203262.3 RP5-961K14.2 chrX 96070669 96071778 - -ENSG00000232069.1 RPS29P28 chrX 96195477 96195617 + -ENSG00000271209.1 BRDTP1 chrX 96337236 96337912 - -ENSG00000223260.1 RN7SKP194 chrX 96410432 96410782 - -ENSG00000229693.2 RP11-25C15.1 chrX 96620654 96621903 + -ENSG00000147202.17 DIAPH2 chrX 96684663 97604997 + -ENSG00000207426.1 Y_RNA chrX 96701507 96701619 - -ENSG00000204086.4 RPA4 chrX 96883908 96885467 + -ENSG00000214628.3 RP11-392M9.2 chrX 96953630 96954195 - -ENSG00000277900.1 Metazoa_SRP chrX 97081674 97081956 + -ENSG00000265260.2 RN7SL74P chrX 97341046 97341344 + -ENSG00000236256.9 DIAPH2-AS1 chrX 97431286 97642589 - -ENSG00000233887.1 ERVWE2 chrX 97847263 97849017 + -ENSG00000237752.2 RP13-75G22.1 chrX 97906644 97908090 + -ENSG00000234889.2 RP13-130D24.1 chrX 97975878 97978641 - -ENSG00000236243.2 RPL6P29 chrX 98251679 98252543 + -ENSG00000271322.1 RP11-390F10.3 chrX 98348451 98348748 - -ENSG00000213704.3 EEF1A1P15 chrX 98389512 98390919 + -ENSG00000226837.2 HMGB1P32 chrX 98422138 98422809 + -ENSG00000281566.2 RP11-485F13.1 chrX 98573859 98864984 + -ENSG00000252430.1 AL109750.1 chrX 99385195 99385276 - -ENSG00000270308.1 RP3-377O6.2 chrX 99656997 99657381 + -ENSG00000215070.4 XRCC6P5 chrX 99719364 99721158 - -ENSG00000229946.2 B3GNT2P1 chrX 99886740 99887691 - -ENSG00000252296.2 SNORA25 chrX 100100084 100100172 + -ENSG00000236988.2 RP11-402K9.1 chrX 100149783 100151340 - -ENSG00000230592.2 RPSAP8 chrX 100155885 100156773 - -ENSG00000275864.1 AL355593.1 chrX 100249212 100249313 - -ENSG00000165194.14 PCDH19 chrX 100291644 100410273 - -ENSG00000000005.5 TNMD chrX 100584802 100599885 + -ENSG00000000003.14 TSPAN6 chrX 100627109 100639991 - -ENSG00000102359.5 SRPX2 chrX 100644218 100671299 + -ENSG00000261295.1 RP11-524D16__A.3 chrX 100673330 100673981 + -ENSG00000102362.15 SYTL4 chrX 100674491 100732123 - -ENSG00000223819.2 RP3-347M6.1 chrX 100800303 100800784 - -ENSG00000238116.2 RP3-347M6.2 chrX 100801188 100803060 + -ENSG00000275320.1 RP3-347M6.3 chrX 100815865 100817174 - -ENSG00000101811.13 CSTF2 chrX 100820359 100840932 + -ENSG00000202231.1 SNORA9 chrX 100822620 100822752 - -ENSG00000007952.17 NOX1 chrX 100843324 100874345 - -ENSG00000239345.2 HNRNPA1P26 chrX 100855288 100856379 - -ENSG00000233680.4 HNRNPA1P27 chrX 100887636 100888590 - -ENSG00000275220.1 Z83819.1 chrX 100890396 100890487 + -ENSG00000179031.8 LL0XNC01-131B10.2 chrX 100910712 100911489 + -ENSG00000182489.8 XKRX chrX 100913445 100929433 - -ENSG00000182574.8 RP3-341D10.1 chrX 100956593 100957538 + -ENSG00000174225.14 ARL13A chrX 100969708 100990829 + -ENSG00000188917.14 TRMT2B chrX 101009346 101052116 - -ENSG00000225839.2 TRMT2B-AS1 chrX 101043564 101094476 - -ENSG00000126950.7 TMEM35 chrX 101078720 101096364 + -ENSG00000102384.13 CENPI chrX 101098218 101163681 + -ENSG00000231643.4 GHc-210E9.2 chrX 101191115 101191409 - -ENSG00000102385.12 DRP2 chrX 101219769 101264497 + -ENSG00000102387.15 TAF7L chrX 101268253 101293057 - -ENSG00000202024.1 RNU6-934P chrX 101325404 101325510 + -ENSG00000270813.2 NANOGNBP3 chrX 101337725 101338289 - -ENSG00000183911.7 RPL21P132 chrX 101339917 101340934 + -ENSG00000126953.5 TIMM8A chrX 101345661 101349196 - -ENSG00000010671.15 BTK chrX 101349447 101390796 - -ENSG00000241343.9 RPL36A chrX 101390824 101396154 + -ENSG00000257529.5 RPL36A-HNRNPH2 chrX 101391011 101412297 + -ENSG00000102393.9 GLA chrX 101397803 101407925 - -ENSG00000126945.8 HNRNPH2 chrX 101408295 101414133 + -ENSG00000196440.11 ARMCX4 chrX 101418287 101533459 + -ENSG00000221132.1 AL035422.1 chrX 101427393 101427495 - -ENSG00000234557.2 RP1-164F3.8 chrX 101443707 101444103 - -ENSG00000237682.2 RP3-514P16.1 chrX 101537485 101539276 - -ENSG00000126947.11 ARMCX1 chrX 101550531 101554700 + -ENSG00000204072.3 ARMCX7P chrX 101597510 101598671 + -ENSG00000198960.10 ARMCX6 chrX 101615118 101618001 - -ENSG00000102401.19 ARMCX3 chrX 101622797 101627843 + -ENSG00000228275.1 ARMCX3-AS1 chrX 101622983 101624164 - -ENSG00000278203.1 AC234775.1 chrX 101624057 101624157 + -ENSG00000261101.2 RP4-545K15.5 chrX 101627868 101628523 + -ENSG00000207291.1 RNU6-30P chrX 101634006 101634112 - -ENSG00000184867.13 ARMCX2 chrX 101655281 101659891 - -ENSG00000223753.2 GHc-602D8.2 chrX 101683780 101684449 + -ENSG00000212584.1 RNU6-587P chrX 101691580 101691685 + -ENSG00000229090.2 RP1-232L22__A.1 chrX 101720340 101721709 - -ENSG00000178146.9 RP1-232L22__B.1 chrX 101778969 101780538 - -ENSG00000126952.16 NXF5 chrX 101832112 101857577 - -ENSG00000166432.14 ZMAT1 chrX 101882288 101932031 - -ENSG00000235196.3 RP1-3E10.2 chrX 101911529 101912072 + -ENSG00000252810.1 RNU6-345P chrX 101915589 101915695 + -ENSG00000235976.2 RP1-197J16.1 chrX 101989481 101989872 - -ENSG00000226119.1 RP1-197J16.2 chrX 102006883 102007294 + -ENSG00000234901.1 MTND6P13 chrX 102008524 102009046 - -ENSG00000184905.8 TCEAL2 chrX 102125688 102127711 + -ENSG00000204071.9 TCEAL6 chrX 102140476 102142970 - -ENSG00000184515.10 BEX5 chrX 102153708 102156057 - -ENSG00000251525.6 TCP11X3P chrX 102173100 102185021 + -ENSG00000268235.6 TCP11X1 chrX 102215301 102229532 + -ENSG00000269405.6 NXF2 chrX 102247161 102326719 + -ENSG00000273746.1 GHc-1077H7.2 chrX 102259043 102261692 + -ENSG00000269437.6 NXF2B chrX 102360395 102463274 - -ENSG00000215029.8 TCP11X2 chrX 102374628 102471812 - -ENSG00000231590.1 RP11-353J17.3 chrX 102425428 102428074 - -ENSG00000158164.6 TMSB15A chrX 102513676 102516784 - -ENSG00000176318.8 FOXN3P1 chrX 102546734 102548213 - -ENSG00000196970.8 NXF4 chrX 102549965 102571695 + -ENSG00000125962.14 ARMCX5 chrX 102599168 102604159 + -ENSG00000271147.7 RP4-769N13.6 chrX 102599512 102714671 + -ENSG00000270050.1 RP4-769N13.7 chrX 102599657 102659712 - -ENSG00000227211.2 RP5-1100E15.4 chrX 102615473 102615820 - -ENSG00000198932.12 GPRASP1 chrX 102651366 102659083 + -ENSG00000252294.1 RNU6-589P chrX 102678707 102678813 - -ENSG00000230320.1 BEND7P1 chrX 102705784 102706240 + -ENSG00000158301.18 GPRASP2 chrX 102712176 102717733 + -ENSG00000198908.11 BHLHB9 chrX 102720688 102753540 + -ENSG00000223546.6 LINC00630 chrX 102769161 102885406 + -ENSG00000232282.1 MTND1P32 chrX 102785667 102786604 + -ENSG00000229954.1 MTND2P2 chrX 102786813 102788387 + -ENSG00000237300.2 RP11-522L3.3 chrX 102796251 102797093 + -ENSG00000237628.2 RP11-522L3.4 chrX 102797531 102798128 + -ENSG00000228316.1 RP11-522L3.5 chrX 102798396 102799560 + -ENSG00000224471.2 RP11-522L3.6 chrX 102799563 102799883 + -ENSG00000226056.1 MTND4P32 chrX 102799942 102801399 + -ENSG00000234886.1 MTND5P26 chrX 102803041 102806138 + -ENSG00000227649.1 RP11-522L3.9 chrX 102806164 102806646 - -ENSG00000229794.2 RP11-522L3.11 chrX 102806741 102807824 + -ENSG00000239407.5 LL0XNC01-237H1.2 chrX 102884414 102906158 + -ENSG00000102128.7 RAB40AL chrX 102937250 102938962 + -ENSG00000234050.1 LL0XNC01-237H1.3 chrX 102937770 102940561 - -ENSG00000224632.1 LL0XNC01-73E8.1 chrX 103007461 103008072 + -ENSG00000133169.5 BEX1 chrX 103062651 103064240 - -ENSG00000221010.2 AL008708.1 chrX 103068865 103068986 - -ENSG00000147206.16 NXF3 chrX 103075810 103093125 - -ENSG00000226241.2 LL0XNC01-221F2.2 chrX 103087198 103089277 + -ENSG00000233071.3 RP4-635G19.1 chrX 103206010 103206899 - -ENSG00000102409.9 BEX4 chrX 103215092 103217246 + -ENSG00000180964.16 TCEAL8 chrX 103252995 103255203 - -ENSG00000224692.1 LL0XNC01-177E8.2 chrX 103258572 103259581 - -ENSG00000204065.2 TCEAL5 chrX 103273691 103276872 - -ENSG00000133134.11 BEX2 chrX 103309346 103311046 - -ENSG00000182916.7 TCEAL7 chrX 103330196 103332326 + -ENSG00000238049.2 LL0XNC01-105G4.3 chrX 103347462 103347729 - -ENSG00000185222.7 WBP5 chrX 103356445 103358469 + -ENSG00000166681.13 NGFRAP1 chrX 103376340 103378077 + -ENSG00000281091.2 RP13-349O20.2 chrX 103404777 103408299 + -ENSG00000234405.1 LL0XNC01-250H12.3 chrX 103497523 103500317 + -ENSG00000172476.3 RAB40A chrX 103499750 103519489 - -ENSG00000133142.17 TCEAL4 chrX 103576231 103587736 + -ENSG00000279894.1 GHc-857G6.7 chrX 103596608 103598904 + -ENSG00000196507.10 TCEAL3 chrX 103607451 103629690 + -ENSG00000224031.1 TCEAL3-AS1 chrX 103626076 103626492 - -ENSG00000172465.13 TCEAL1 chrX 103628704 103630953 + -ENSG00000180284.5 RP5-1055C14.6 chrX 103651735 103652106 - -ENSG00000123562.16 MORF4L2 chrX 103675496 103688158 - -ENSG00000231154.1 MORF4L2-AS1 chrX 103687284 103691772 + -ENSG00000188828.11 GLRA4 chrX 103707224 103728655 - -ENSG00000179363.6 TMEM31 chrX 103710909 103714028 + -ENSG00000123560.13 PLP1 chrX 103773718 103792619 + -ENSG00000221392.1 Z73964.1 chrX 103810384 103810508 + -ENSG00000123570.3 RAB9B chrX 103822322 103832228 - -ENSG00000222419.1 RNA5SP511 chrX 103850797 103850911 - -ENSG00000231787.4 RP11-370B6.1 chrX 103904322 103904754 - -ENSG00000276298.1 LL0XNC01-116E7.5 chrX 103909126 103909449 + -ENSG00000234345.2 LL0XNC01-116E7.1 chrX 103910305 103911352 - -ENSG00000231728.3 LL0XNC01-116E7.2 chrX 103917411 103919548 - -ENSG00000158427.14 TMSB15B chrX 103918896 103966712 + -ENSG00000230312.2 LL0XNC01-116E7.4 chrX 103928099 103929017 + -ENSG00000227067.3 DPPA3P1 chrX 103961811 103962279 - -ENSG00000123569.8 H2BFWT chrX 104011147 104013687 - -ENSG00000101812.12 H2BFM chrX 104039949 104042454 + -ENSG00000235946.1 LL0XNC01-240C2.1 chrX 104062542 104063037 - -ENSG00000269226.7 RP11-722G7.1 chrX 104063871 104076212 - -ENSG00000269743.2 SLC25A53 chrX 104099214 104157027 - -ENSG00000166707.10 ZCCHC18 chrX 104112131 104115846 + -ENSG00000123575.8 FAM199X chrX 104166620 104195902 + -ENSG00000123576.5 ESX1 chrX 104250038 104254933 - -ENSG00000189108.12 IL1RAPL2 chrX 104566315 105767829 + -ENSG00000232665.2 PHBP10 chrX 104647216 104647999 - -ENSG00000223733.1 RPL18AP14 chrX 104803915 104804440 + -ENSG00000268629.6 TEX13A chrX 105218929 105220674 - -ENSG00000181819.14 KCTD9P2 chrX 105405647 105407039 + -ENSG00000206864.1 RNU6-207P chrX 105676071 105676177 - -ENSG00000123572.16 NRK chrX 105822543 105958610 + -ENSG00000222161.1 Z97356.1 chrX 105860689 105860762 + -ENSG00000123561.14 SERPINA7 chrX 106032442 106038738 - -ENSG00000230788.2 RP11-560L11.1 chrX 106070481 106073202 + -ENSG00000157502.12 MUM1L1 chrX 106168305 106208956 + -ENSG00000256709.2 RP1-19N1.1 chrX 106327534 106327824 + -ENSG00000202407.1 Y_RNA chrX 106426568 106426669 + -ENSG00000224816.1 NAP1L4P2 chrX 106466542 106467440 - -ENSG00000227657.1 SERPINA7P1 chrX 106562774 106563404 - -ENSG00000277673.1 RP13-483F6.2 chrX 106566021 106566161 + -ENSG00000147231.13 CXorf57 chrX 106611930 106679442 + -ENSG00000263515.1 MIR548AN chrX 106639814 106639896 + -ENSG00000133135.13 RNF128 chrX 106693794 106796993 + -ENSG00000133138.19 TBC1D8B chrX 106802680 106876145 + -ENSG00000133131.14 MORC4 chrX 106813871 107000244 - -ENSG00000147223.5 RIPPLY1 chrX 106900063 106903335 - -ENSG00000165376.10 CLDN2 chrX 106900164 106930861 + -ENSG00000231144.1 EEF1A1P40 chrX 107032248 107032820 + -ENSG00000089682.16 RBM41 chrX 107064420 107118823 - -ENSG00000198088.10 NUP62CL chrX 107123427 107206433 - -ENSG00000213569.4 RP13-383K5.4 chrX 107131659 107132269 + -ENSG00000199832.1 Y_RNA chrX 107202577 107202683 + -ENSG00000080572.12 PIH1D3 chrX 107206632 107244243 + -ENSG00000204053.6 MYCLP1 chrX 107272582 107273656 + -ENSG00000215007.3 DNAJA1P3 chrX 107351650 107352843 - -ENSG00000214720.4 KRT18P49 chrX 107428630 107429461 + -ENSG00000207846.1 AL035088.1 chrX 107428989 107429079 + -ENSG00000227610.1 FRMPD3-AS1 chrX 107512983 107545821 - -ENSG00000147234.10 FRMPD3 chrX 107522450 107605251 + -ENSG00000147224.10 PRPS1 chrX 107628424 107651026 + -ENSG00000280469.1 AL772400.1 chrX 107698516 107698603 - -ENSG00000157514.16 TSC22D3 chrX 107713221 107777342 - -ENSG00000170935.6 NCBP2L chrX 107777733 107794682 + -ENSG00000080561.13 MID2 chrX 107825755 107927193 + -ENSG00000236064.1 RP6-191P20.4 chrX 107894597 107935980 - -ENSG00000207363.1 Y_RNA chrX 107901145 107901246 - -ENSG00000225728.2 RP6-191P20.3 chrX 107939263 107939642 - -ENSG00000277883.1 RP6-191P20.5 chrX 107974078 107985008 + -ENSG00000170925.3 TEX13B chrX 107980864 107982370 - -ENSG00000101842.13 VSIG1 chrX 108044970 108079184 + -ENSG00000101843.18 PSMD10 chrX 108084207 108091618 - -ENSG00000101844.17 ATG4A chrX 108091668 108154671 + -ENSG00000197565.15 COL4A6 chrX 108155607 108439497 - -ENSG00000189372.4 RP6-149D17.1 chrX 108383398 108383993 + -ENSG00000188153.12 COL4A5 chrX 108439844 108697545 + -ENSG00000207146.1 Y_RNA chrX 108676951 108677057 - -ENSG00000261409.1 RP6-24A23.7 chrX 108719949 108724944 - -ENSG00000260548.1 RP6-24A23.6 chrX 108722070 108732687 - -ENSG00000280322.1 RP6-24A23.8 chrX 108725886 108726948 - -ENSG00000133124.11 IRS4 chrX 108732482 108736409 - -ENSG00000237863.2 RP6-24A23.3 chrX 108736011 108738903 + -ENSG00000201443.1 RNU6-309P chrX 108826764 108826869 + -ENSG00000275110.1 MIR6087 chrX 109054542 109054590 + -ENSG00000215000.4 RP1-31B8.1 chrX 109341813 109342697 + -ENSG00000101890.4 GUCY2F chrX 109372906 109482072 - -ENSG00000101888.11 NXT2 chrX 109535781 109544690 + -ENSG00000233874.2 RP1-136J15.5 chrX 109568478 109570289 + -ENSG00000176076.7 KCNE5 chrX 109623700 109625172 - -ENSG00000068366.19 ACSL4 chrX 109624244 109733403 - -ENSG00000237319.1 RP1-136J15.1 chrX 109636834 109637063 + -ENSG00000280934.1 AL118496.1 chrX 109659904 109659968 - -ENSG00000252069.1 Y_RNA chrX 109744643 109744749 - -ENSG00000225381.2 RPS5P7 chrX 109853312 109853919 + -ENSG00000157600.11 TMEM164 chrX 110002631 110182734 + -ENSG00000208013.2 MIR652 chrX 110055319 110055427 + -ENSG00000265584.1 MIR3978 chrX 110082118 110082218 + -ENSG00000101935.9 AMMECR1 chrX 110194186 110440233 - -ENSG00000208883.1 SNORD96B chrX 110224985 110225063 - -ENSG00000281776.1 AL079334.1 chrX 110248911 110249004 + -ENSG00000224142.1 AMMECR1-IT1 chrX 110305420 110307221 - -ENSG00000133136.4 GNG5P2 chrX 110346703 110346909 - -ENSG00000243978.8 RGAG1 chrX 110358816 110456334 + -ENSG00000225366.4 TDGF1P3 chrX 110520312 110523021 + -ENSG00000228042.2 RP11-441A11.1 chrX 110636841 110637672 + -ENSG00000101938.14 CHRDL1 chrX 110673856 110795819 - -ENSG00000077264.14 PAK3 chrX 110944285 111227361 + -ENSG00000226112.1 FCF1P4 chrX 111169221 111169403 + -ENSG00000234349.1 GLUD1P9 chrX 111229889 111231061 - -ENSG00000077274.8 CAPN6 chrX 111245103 111270523 - -ENSG00000077279.16 DCX chrX 111293780 111412375 - -ENSG00000251954.1 RNU6-496P chrX 111421510 111421608 - -ENSG00000223904.2 HMGB1P12 chrX 111434427 111435024 + -ENSG00000260802.1 LINC00890 chrX 111511662 111522399 + -ENSG00000229939.1 RP11-111F16.2 chrX 111618808 111619094 + -ENSG00000225031.1 EIF4BP7 chrX 111619677 111621489 - -ENSG00000236189.2 RPL18AP15 chrX 111624210 111624726 - -ENSG00000101901.10 ALG13 chrX 111665811 111760649 + -ENSG00000201420.1 RNA5SP512 chrX 111669829 111669948 - -ENSG00000229487.1 ALG13-AS1 chrX 111706649 111711101 - -ENSG00000072315.3 TRPC5 chrX 111774315 112082776 - -ENSG00000204025.6 TRPC5OS chrX 111876051 111903990 + -ENSG00000271421.1 RP1-269O5.3 chrX 111930735 111931092 + -ENSG00000265858.1 AL031176.1 chrX 112259493 112259574 - -ENSG00000271464.1 DPRXP7 chrX 112319952 112320417 - -ENSG00000271400.1 RP13-266I11.1 chrX 112381392 112382220 + -ENSG00000187823.3 ZCCHC16 chrX 112454500 112457112 + -ENSG00000281109.1 BX088563.1 chrX 112486059 112486127 - -ENSG00000182508.13 LHFPL1 chrX 112630648 112680054 - -ENSG00000200436.1 Y_RNA chrX 112661657 112661768 + -ENSG00000213652.3 HMGB3P30 chrX 112689915 112690520 + -ENSG00000126016.13 AMOT chrX 112774503 112840815 - -ENSG00000263351.1 MIR4329 chrX 112780718 112780788 - -ENSG00000243011.3 RN7SL266P chrX 112855874 112856162 + -ENSG00000252930.1 RNU6-1015P chrX 112919132 112919230 + -ENSG00000277832.1 AC002072.1 chrX 112978229 112978318 - -ENSG00000221175.2 AL023876.1 chrX 113024429 113024506 - -ENSG00000235329.2 RP5-1168A5.1 chrX 113347413 113347619 + -ENSG00000220541.4 RP5-1170D6.1 chrX 113522482 113522989 + -ENSG00000241743.2 XACT chrX 113616300 113938218 - -ENSG00000270524.1 QTRT1P1 chrX 113882590 113883667 + -ENSG00000201674.2 U3 chrX 113944186 113944399 - -ENSG00000207220.1 RNU1-57P chrX 113949917 113950082 + -ENSG00000240327.3 RN7SL93P chrX 113976341 113976633 - -ENSG00000212611.1 SNORD30 chrX 114017033 114017102 + -ENSG00000230502.1 CTD-2230M5.1 chrX 114388988 114389155 - -ENSG00000271686.1 CTD-2230M5.3 chrX 114389135 114389954 + -ENSG00000226547.2 SSU72P1 chrX 114390674 114391256 + -ENSG00000147246.9 HTR2C chrX 114584078 114910061 + -ENSG00000224664.2 RPL36AP53 chrX 114589620 114589935 + -ENSG00000208839.1 SNORA35 chrX 114630797 114630924 + -ENSG00000263653.1 AC233299.1 chrX 114636260 114636366 + -ENSG00000212100.2 MIR764 chrX 114639435 114639519 + -ENSG00000222321.1 MIR1912 chrX 114651544 114651623 + -ENSG00000276158.1 AC233299.2 chrX 114652625 114652736 + -ENSG00000221710.1 MIR1298 chrX 114715233 114715344 + -ENSG00000222715.1 MIR1911 chrX 114763184 114763263 + -ENSG00000224773.2 HSPA8P7 chrX 114774828 114776775 - -ENSG00000199001.1 MIR448 chrX 114823454 114823564 + -ENSG00000270413.1 RP11-810O3.2 chrX 114900359 114900574 - -ENSG00000123496.7 IL13RA2 chrX 115003975 115019977 - -ENSG00000222122.1 RNU6-648P chrX 115032427 115032533 + -ENSG00000238223.1 RP6-204F4.2 chrX 115063936 115064794 - -ENSG00000236080.2 YAP1P2 chrX 115069237 115069846 + -ENSG00000130224.14 LRCH2 chrX 115110616 115234072 - -ENSG00000271907.1 SNORA35 chrX 115126316 115126444 - -ENSG00000212241.1 Y_RNA chrX 115139030 115139123 - -ENSG00000175718.9 RBMXL3 chrX 115189427 115192868 + -ENSG00000235656.1 RPL36P18 chrX 115198432 115198749 + -ENSG00000102021.10 LUZP4 chrX 115289727 115307556 + -ENSG00000274374.1 RP5-878I13.1 chrX 115424064 115425600 - -ENSG00000271021.1 RP5-878I13.2 chrX 115454733 115455194 - -ENSG00000271826.5 PLS3-AS1 chrX 115518182 115562731 - -ENSG00000252441.1 SNORA64 chrX 115545637 115545717 + -ENSG00000102024.17 PLS3 chrX 115561174 115650861 + -ENSG00000270431.1 RP1-241P17.7 chrX 115659713 115660022 + -ENSG00000227881.1 ASS1P5 chrX 115664895 115666133 + -ENSG00000234785.1 EEF1GP5 chrX 115702811 115704120 + -ENSG00000264759.1 AC005000.1 chrX 115703812 115703867 + -ENSG00000228532.4 RP1-241P17.4 chrX 115718942 115719229 - -ENSG00000229335.1 RP1-241P17.1 chrX 115840964 115843050 + -ENSG00000235244.3 RP11-761E20.1 chrX 115917271 115969089 - -ENSG00000266828.2 RN7SL712P chrX 115992466 115992773 - -ENSG00000231371.1 AKR1B1P8 chrX 116043483 116044418 + -ENSG00000234558.1 API5P1 chrX 116106921 116108430 - -ENSG00000180772.6 AGTR2 chrX 116170722 116174972 + -ENSG00000207033.1 RNU6-154P chrX 116400848 116400953 - -ENSG00000268104.2 SLC6A14 chrX 116436622 116461458 + -ENSG00000204019.4 CT83 chrX 116461682 116463003 - -ENSG00000236077.2 RP11-232D9.2 chrX 116669810 116680303 - -ENSG00000237860.1 RP11-232D9.4 chrX 116688870 116690185 + -ENSG00000230159.1 RP11-232D9.3 chrX 116692910 116694188 - -ENSG00000224217.1 RP11-232D9.1 chrX 116748530 116748877 - -ENSG00000206752.1 RNU6-1323P chrX 116850839 116850945 - -ENSG00000213526.3 SETP8 chrX 116963049 116963676 + -ENSG00000238066.1 RP3-378P9.1 chrX 117397938 117398206 + -ENSG00000224314.1 RP3-378P9.2 chrX 117399452 117400081 + -ENSG00000279587.1 RP1-278D1.2 chrX 117894632 117895683 - -ENSG00000003096.13 KLHL13 chrX 117897813 118117340 - -ENSG00000200291.1 Y_RNA chrX 117914244 117914345 - -ENSG00000239500.2 RP1-169K13.3 chrX 118116179 118116800 - -ENSG00000237458.1 TUBB4BP3 chrX 118128748 118129018 + -ENSG00000234524.1 RPL12P43 chrX 118146063 118146561 + -ENSG00000270619.1 RP11-197B12.1 chrX 118278159 118283367 + -ENSG00000131725.13 WDR44 chrX 118346073 118449961 + -ENSG00000221463.2 MIR1277 chrX 118386370 118386477 + -ENSG00000147251.15 DOCK11 chrX 118495898 118686163 + -ENSG00000206862.1 Y_RNA chrX 118569405 118569515 - -ENSG00000230399.1 RBBP8P1 chrX 118632375 118634218 - -ENSG00000131724.10 IL13RA1 chrX 118727572 118794539 + -ENSG00000239182.1 SNORA35 chrX 118738055 118738182 + -ENSG00000250995.1 RP13-128O4.3 chrX 118769796 118770857 + -ENSG00000174460.3 ZCCHC12 chrX 118823790 118826968 + -ENSG00000203650.7 LINC01285 chrX 118839556 118882015 + -ENSG00000224341.1 RP4-562J12.1 chrX 118877886 118879185 - -ENSG00000231270.1 RP13-347D8.1 chrX 118938153 118939134 + -ENSG00000175556.16 LONRF3 chrX 118974614 119018355 + -ENSG00000277535.1 RP13-347D8.7 chrX 119073226 119075081 + -ENSG00000250423.2 KIAA1210 chrX 119078635 119150579 - -ENSG00000227864.1 ARL5AP1 chrX 119186442 119186829 - -ENSG00000230170.1 HNRNPA1P28 chrX 119220782 119221742 + -ENSG00000270625.1 RP4-555N2.4 chrX 119222564 119223245 - -ENSG00000101856.9 PGRMC1 chrX 119236245 119244466 + -ENSG00000214992.6 AKAP17BP chrX 119249346 119257667 - -ENSG00000230392.1 RP5-1139I1.1 chrX 119291529 119335610 + -ENSG00000226661.1 RP5-1139I1.2 chrX 119356301 119393595 - -ENSG00000227814.3 MRPS17P9 chrX 119379712 119380104 + -ENSG00000077713.18 SLC25A43 chrX 119399060 119454478 + -ENSG00000237903.1 RP3-404F18.5 chrX 119422917 119423547 + -ENSG00000207175.1 RNU1-67P chrX 119423742 119423905 + -ENSG00000264952.1 AC004000.1 chrX 119424065 119424116 + -ENSG00000266420.2 RN7SL118P chrX 119434519 119434820 + -ENSG00000252147.1 RNY3P16 chrX 119456558 119456658 + -ENSG00000224281.4 SLC25A5-AS1 chrX 119466034 119469098 - -ENSG00000005022.5 SLC25A5 chrX 119468400 119471319 + -ENSG00000277275.1 AC004000.2 chrX 119524455 119524563 + -ENSG00000018610.13 CXorf56 chrX 119538149 119565408 - -ENSG00000077721.15 UBE2A chrX 119574467 119591083 + -ENSG00000186416.12 NKRF chrX 119588337 119605895 - -ENSG00000125354.22 SEPT6 chrX 119615724 119693370 - -ENSG00000211578.2 MIR766 chrX 119646743 119646854 - -ENSG00000279601.1 CTA-38K21.2 chrX 119693568 119696059 + -ENSG00000187808.4 SOWAHD chrX 119758613 119760164 + -ENSG00000198918.7 RPL39 chrX 119786504 119791643 - -ENSG00000206622.1 SNORA69 chrX 119787353 119787484 - -ENSG00000277555.1 UPF3BP4 chrX 119807433 119807581 - -ENSG00000273811.1 AC005052.1 chrX 119810257 119810359 - -ENSG00000278244.1 UPF3BP3 chrX 119815164 119815307 - -ENSG00000278504.1 UPF3BP2 chrX 119822906 119823043 - -ENSG00000276354.1 UPF3BP1 chrX 119831616 119831759 - -ENSG00000125351.10 UPF3B chrX 119834022 119852998 - -ENSG00000125352.5 RNF113A chrX 119870475 119871827 - -ENSG00000125356.6 NDUFA1 chrX 119871487 119876662 + -ENSG00000186471.12 AKAP14 chrX 119895837 119920716 + -ENSG00000101882.9 NKAP chrX 119920672 119943772 - -ENSG00000234493.1 RHOXF1P1 chrX 120010718 120015544 - -ENSG00000258545.5 RHOXF1-AS1 chrX 120036236 120146854 + -ENSG00000277663.1 GS1-421I3.5 chrX 120070672 120071369 - -ENSG00000203989.3 RHOXF2B chrX 120072264 120077705 - -ENSG00000101883.4 RHOXF1 chrX 120109053 120115937 - -ENSG00000228139.1 LINC01402 chrX 120117642 120119700 - -ENSG00000233382.6 NKAPP1 chrX 120120953 120245267 - -ENSG00000131721.4 RHOXF2 chrX 120158561 120164039 + -ENSG00000227541.1 SFR1P1 chrX 120202061 120202748 - -ENSG00000237757.2 EEF1A1P30 chrX 120210461 120212680 - -ENSG00000177485.6 ZBTB33 chrX 120250752 120258398 + -ENSG00000125355.15 TMEM255A chrX 120258650 120311556 - -ENSG00000232042.1 RP11-45J1.1 chrX 120273127 120273526 + -ENSG00000101892.11 ATP1B4 chrX 120362085 120383249 + -ENSG00000005893.15 LAMP2 chrX 120427827 120469365 - -ENSG00000251707.2 RNU7-37P chrX 120503037 120503096 - -ENSG00000158290.16 CUL4B chrX 120524609 120575794 - -ENSG00000232119.7 MCTS1 chrX 120594010 120621074 + -ENSG00000171155.7 C1GALT1C1 chrX 120625793 120630150 - -ENSG00000278317.1 RP4-655L22.5 chrX 120709061 120709392 - -ENSG00000181511.5 RP4-655L22.4 chrX 120733094 120733396 + -ENSG00000237828.1 PA2G4P1 chrX 120868611 120869807 - -ENSG00000236446.3 CT47B1 chrX 120872603 120875929 - -ENSG00000271346.1 RP1-321E8.4 chrX 120876552 120876805 + -ENSG00000230347.4 CT47A8 chrX 120877490 120951744 - -ENSG00000278646.1 RP1-321E8.5 chrX 120877496 120878924 - -ENSG00000226685.4 CT47A12 chrX 120930250 120932301 - -ENSG00000270678.1 RP6-166C19.21 chrX 120932901 120933152 + -ENSG00000226929.3 CT47A11 chrX 120933840 120937158 - -ENSG00000270493.1 RP6-166C19.22 chrX 120937762 120938015 + -ENSG00000224089.3 CT47A10 chrX 120938701 120942023 - -ENSG00000271154.1 RP6-166C19.23 chrX 120942623 120942875 + -ENSG00000226600.3 CT47A9 chrX 120943561 120946883 - -ENSG00000271041.1 RP6-166C19.18 chrX 120947483 120947735 + -ENSG00000270397.1 RP6-166C19.16 chrX 120952344 120952595 + -ENSG00000226023.5 CT47A6 chrX 120953282 120961487 - -ENSG00000228517.2 CT47A7 chrX 120953288 120956600 - -ENSG00000271502.1 RP6-166C19.17 chrX 120957227 120957479 + -ENSG00000237957.5 CT47A5 chrX 120958165 120966348 - -ENSG00000271211.1 RP6-166C19.20 chrX 120962087 120962339 + -ENSG00000270736.1 RP6-166C19.19 chrX 120966948 120967199 + -ENSG00000230594.3 CT47A4 chrX 120967886 120971208 - -ENSG00000270771.1 RP6-166C19.12 chrX 120971808 120972059 + -ENSG00000236126.3 CT47A3 chrX 120972746 120976068 - -ENSG00000270646.1 RP6-166C19.15 chrX 120976668 120976919 + -ENSG00000242362.2 CT47A2 chrX 120977606 120980928 - -ENSG00000270456.1 RP6-166C19.14 chrX 120981529 120981779 + -ENSG00000236371.4 CT47A1 chrX 120982466 120985788 - -ENSG00000270251.1 RP6-166C19.13 chrX 120986388 120986639 + -ENSG00000233433.1 RP1-296G17.3 chrX 121024964 121026563 - -ENSG00000182890.4 GLUD2 chrX 121047588 121050080 + -ENSG00000234176.1 HSPA8P1 chrX 121203182 121205014 - -ENSG00000212032.2 AC007486.1 chrX 121332554 121332638 - -ENSG00000265456.1 MIR3672 chrX 121370972 121371053 + -ENSG00000213498.3 TPT1P13 chrX 121863698 121864196 - -ENSG00000221217.2 AL359851.1 chrX 121868867 121868956 + -ENSG00000260585.1 RP13-192B19.2 chrX 121871869 121876865 + -ENSG00000237891.1 RP11-417D4.1 chrX 122010976 122011612 - -ENSG00000280142.1 RP13-16D10.1 chrX 122242008 122242616 + -ENSG00000221317.1 AL513487.1 chrX 122471725 122471818 - -ENSG00000232496.2 RPL3P12 chrX 122538253 122539460 + -ENSG00000212321.2 U3 chrX 122840426 122840645 + -ENSG00000263845.2 AL109800.1 chrX 123017819 123017909 + -ENSG00000224236.3 MRRFP1 chrX 123116107 123117781 - -ENSG00000125675.17 GRIA3 chrX 123184153 123490915 + -ENSG00000265082.2 AL356213.1 chrX 123465093 123465177 + -ENSG00000179101.5 RP11-349N19.2 chrX 123514473 123514872 + -ENSG00000229733.1 RP5-1189B24.1 chrX 123558350 123558584 + -ENSG00000228466.1 TUBB4AP1 chrX 123561642 123562966 + -ENSG00000125676.19 THOC2 chrX 123600561 123733056 - -ENSG00000232149.1 FERP1 chrX 123603139 123603931 + -ENSG00000230376.1 MEMO1P4 chrX 123765301 123765686 + -ENSG00000252178.1 RNU7-69P chrX 123772078 123772139 - -ENSG00000226902.1 CHCHD2P1 chrX 123785009 123785451 + -ENSG00000264933.2 RN7SL190P chrX 123811331 123811587 - -ENSG00000199705.1 Y_RNA chrX 123857062 123857163 - -ENSG00000101966.12 XIAP chrX 123859724 123913979 + -ENSG00000237331.1 XIAP-AS1 chrX 123872626 123873932 - -ENSG00000252627.1 RNU6-122P chrX 123874459 123874565 + -ENSG00000237025.1 RP1-315G1.1 chrX 123878590 123879296 - -ENSG00000232412.1 RP1-315G1.3 chrX 123959233 123961341 - -ENSG00000101972.18 STAG2 chrX 123960212 124422664 + -ENSG00000237426.1 ZIK1P1 chrX 124173001 124174459 - -ENSG00000252693.1 SNORA40 chrX 124197743 124197849 + -ENSG00000234564.1 HSPA8P20 chrX 124204499 124205806 - -ENSG00000232054.1 NPM1P34 chrX 124280530 124281422 + -ENSG00000226532.1 RP5-1052M9.1 chrX 124326175 124326258 - -ENSG00000282419.1 RP5-1052M9.5 chrX 124332660 124335062 + -ENSG00000229825.1 RP5-1052M9.4 chrX 124332918 124333376 + -ENSG00000183918.14 SH2D1A chrX 124346344 124373155 + -ENSG00000009694.13 TENM1 chrX 124375903 124963817 - -ENSG00000236880.1 RP3-384D21.2 chrX 124688504 124688838 - -ENSG00000281303.1 AL008707.1 chrX 125199151 125199286 - -ENSG00000232599.1 RP1-161N10.1 chrX 125203805 125204338 - -ENSG00000280699.1 SMAD5-AS1_2 chrX 125204378 125204511 - -ENSG00000263886.1 AL953885.1 chrX 125287776 125287843 + -ENSG00000282815.1 RP13-147D17.3 chrX 125320120 125325214 + -ENSG00000213489.3 RP13-147D17.1 chrX 125326897 125328021 - -ENSG00000222518.1 FO393407.1 chrX 125662904 125662994 + -ENSG00000280223.1 RP1-138O17.1 chrX 126004446 126006118 - -ENSG00000237208.1 RP11-13E5.2 chrX 126109762 126115562 + -ENSG00000198354.5 DCAF12L2 chrX 126164531 126165951 - -ENSG00000230916.2 RP11-10B2.1 chrX 126471705 126472403 + -ENSG00000231501.1 MTND4LP1 chrX 126472728 126472884 + -ENSG00000264338.1 AL359973.1 chrX 126472809 126472882 - -ENSG00000232177.1 MTND4P24 chrX 126472885 126473281 + -ENSG00000274901.1 LL0XNC01-220B11.1 chrX 126502898 126503144 - -ENSG00000198889.4 DCAF12L1 chrX 126549383 126552851 - -ENSG00000226414.1 RP11-375A20.1 chrX 126729104 126730226 + -ENSG00000263686.1 AL391375.1 chrX 126732436 126732520 - -ENSG00000183631.4 PRR32 chrX 126819764 126821786 + -ENSG00000274871.1 AL596243.1 chrX 126863514 126863581 - -ENSG00000230538.1 RP3-428A13.1 chrX 127390342 127392526 + -ENSG00000280275.1 RP3-428A13.2 chrX 127392760 127394771 + -ENSG00000274631.1 RP11-368E13.1 chrX 127623410 127623530 - -ENSG00000260683.1 CTD-2076M15.1 chrX 127660631 127662530 - -ENSG00000235274.1 RP1-107N3.1 chrX 127728734 127730858 - -ENSG00000224548.1 RP1-107N3.2 chrX 127796124 127796733 + -ENSG00000123165.8 ACTRT1 chrX 128050962 128052398 - -ENSG00000236042.2 RP1-203C2.2 chrX 128098032 128098529 - -ENSG00000235334.1 BTG3P1 chrX 128122734 128123496 + -ENSG00000235239.1 RP1-203C2.4 chrX 128127090 128128212 - -ENSG00000235735.1 RPL7AP72 chrX 128313281 128314048 + -ENSG00000276801.1 Z70272.1 chrX 128319027 128319080 - -ENSG00000225689.1 RP1-30E17.2 chrX 128323620 128600468 - -ENSG00000226802.1 RP11-72I18.1 chrX 128440929 128441785 + -ENSG00000218728.3 KRT18P44 chrX 128714506 128715790 + -ENSG00000223995.2 RPL32P35 chrX 128838441 128838834 - -ENSG00000234592.1 RP11-41L14.1 chrX 129041536 129043183 - -ENSG00000226339.1 RPS26P56 chrX 129408382 129408621 + -ENSG00000201518.1 RNA5SP513 chrX 129436530 129436647 - -ENSG00000102038.15 SMARCA1 chrX 129446501 129523500 - -ENSG00000252170.2 SNORD112 chrX 129518576 129518647 + -ENSG00000122126.15 OCRL chrX 129539849 129592561 + -ENSG00000171388.11 APLN chrX 129645259 129654937 - -ENSG00000122121.10 XPNPEP2 chrX 129738974 129769538 + -ENSG00000122122.9 SASH3 chrX 129779979 129795201 + -ENSG00000240143.1 RP4-753P9.3 chrX 129794994 129796963 + -ENSG00000275070.1 Metazoa_SRP chrX 129796491 129796783 - -ENSG00000188706.12 ZDHHC9 chrX 129803288 129843909 - -ENSG00000235189.1 RP4-537K23.4 chrX 129869064 129957528 - -ENSG00000238040.1 SALL4P2 chrX 129871309 129877567 + -ENSG00000156697.12 UTP14A chrX 129906121 129929761 + -ENSG00000085185.15 BCORL1 chrX 129981107 130058083 + -ENSG00000102034.16 ELF4 chrX 130064874 130110716 - -ENSG00000156709.13 AIFM1 chrX 130129362 130165887 - -ENSG00000134594.4 RAB33A chrX 130171649 130184870 + -ENSG00000056277.15 ZNF280C chrX 130202711 130268899 - -ENSG00000202304.1 RNU6-1130P chrX 130310072 130310178 - -ENSG00000225046.2 RP1-20I3.3 chrX 130330857 130331069 + -ENSG00000102078.15 SLC25A14 chrX 130339888 130373361 + -ENSG00000147262.3 GPR119 chrX 130384440 130385447 - -ENSG00000134597.13 RBMX2 chrX 130401969 130413343 + -ENSG00000274775.1 RP1-274L7.4 chrX 130445085 130475614 - -ENSG00000229702.1 RP1-274L7.1 chrX 130477069 130524257 - -ENSG00000221930.6 FAM45B chrX 130494965 130496588 + -ENSG00000271677.1 RP1-274L7.3 chrX 130545586 130546474 + -ENSG00000165675.16 ENOX2 chrX 130623369 130903317 - -ENSG00000238188.1 RP5-875H3.2 chrX 130645723 130646325 + -ENSG00000228659.1 LINC01201 chrX 130981590 131058146 - -ENSG00000147256.10 ARHGAP36 chrX 131058242 131089883 + -ENSG00000241198.3 RN7SL191P chrX 131134086 131134390 - -ENSG00000237650.1 OR11Q1P chrX 131204128 131205004 + -ENSG00000276205.1 RP11-529O20.2 chrX 131221196 131221436 - -ENSG00000147255.17 IGSF1 chrX 131273506 131399703 - -ENSG00000185903.9 OR11N1P chrX 131324398 131325250 - -ENSG00000229082.1 OR5AW1P chrX 131341447 131342452 - -ENSG00000242610.1 OR5BH1P chrX 131398054 131398972 - -ENSG00000216047.2 AL135784.1 chrX 131404510 131404602 - -ENSG00000234288.1 OR1AA1P chrX 131424299 131425214 + -ENSG00000230973.1 RP1-154J13.2 chrX 131437055 131437670 - -ENSG00000228450.2 RP1-154J13.3 chrX 131492279 131492886 - -ENSG00000171054.7 OR13H1 chrX 131544074 131545000 + -ENSG00000237225.1 OR13K1P chrX 131562738 131563834 + -ENSG00000232787.1 OR7L1P chrX 131596139 131596838 + -ENSG00000235730.1 OR2AF1P chrX 131619021 131619909 + -ENSG00000227183.3 HDGFP1 chrX 131646639 131646890 + -ENSG00000213468.3 FIRRE chrX 131702650 131830643 - -ENSG00000241418.1 FAM195CP chrX 131795657 131796167 - -ENSG00000228089.1 PNKDP1 chrX 131803312 131803741 - -ENSG00000235190.1 RP1-197O17.3 chrX 131937670 131937853 + -ENSG00000200587.1 RNA5SP514 chrX 131938846 131938956 - -ENSG00000265686.1 KF459411.1 chrX 131996845 131996933 + -ENSG00000134602.15 STK26 chrX 132023265 132075943 + -ENSG00000165694.9 FRMD7 chrX 132076993 132128020 - -ENSG00000228819.1 RP1-305B16.3 chrX 132130091 132131352 - -ENSG00000123728.9 RAP2C chrX 132203024 132219480 - -ENSG00000232160.6 RAP2C-AS1 chrX 132217147 132432862 + -ENSG00000076770.14 MBNL3 chrX 132369317 132489968 - -ENSG00000277353.1 AL050310.1 chrX 132435097 132435189 - -ENSG00000206900.1 RNU6-98P chrX 132580117 132580223 - -ENSG00000171004.17 HS6ST2 chrX 132626016 132961395 - -ENSG00000235849.1 HS6ST2-AS1 chrX 132667642 132669888 + -ENSG00000277433.1 Z82205.1 chrX 132890379 132890470 - -ENSG00000227064.1 RP3-363L9.1 chrX 132907279 132907575 - -ENSG00000134588.12 USP26 chrX 133024631 133097109 - -ENSG00000225949.1 RP3-358H7.1 chrX 133141300 133143940 - -ENSG00000281231.1 Z77249.1 chrX 133152752 133152818 + -ENSG00000207100.1 SNORA8 chrX 133152754 133152892 + -ENSG00000183434.9 TFDP3 chrX 133216669 133218348 - -ENSG00000202199.1 RNU1-115P chrX 133238657 133238816 - -ENSG00000076716.8 GPC4 chrX 133300103 133415490 - -ENSG00000206765.1 RNU6-203P chrX 133531723 133531826 - -ENSG00000147257.13 GPC3 chrX 133535745 133985895 - -ENSG00000227008.2 RP3-417G15.1 chrX 133670971 133671386 + -ENSG00000211495.1 AL009174.1 chrX 133746748 133746846 - -ENSG00000233260.1 RPSAP63 chrX 133762796 133763683 + -ENSG00000232068.1 AF003529.2 chrX 133989443 133990086 + -ENSG00000200572.1 Y_RNA chrX 134142228 134142340 - -ENSG00000224908.1 TIMM8BP2 chrX 134166682 134166932 + -ENSG00000207572.2 MIR363 chrX 134169361 134169473 - -ENSG00000208034.1 MIR92A2 chrX 134169538 134169612 - -ENSG00000207812.2 MIR19B2 chrX 134169671 134169767 - -ENSG00000207710.1 MIR20B chrX 134169809 134169877 - -ENSG00000239594.3 MIR18B chrX 134170017 134170125 - -ENSG00000207602.1 MIR106A chrX 134170198 134170278 - -ENSG00000232664.2 LARP1BP3 chrX 134204353 134205916 + -ENSG00000203952.9 CCDC160 chrX 134237047 134246207 + -ENSG00000214961.2 RP11-355K23B.1 chrX 134272287 134273658 + -ENSG00000156531.16 PHF6 chrX 134373253 134428791 + -ENSG00000251962.1 AL591668.1 chrX 134403298 134403382 - -ENSG00000165704.14 HPRT1 chrX 134460153 134520513 + -ENSG00000226107.1 AC004383.3 chrX 134522702 134522990 + -ENSG00000216001.2 MIR450B chrX 134540161 134540272 - -ENSG00000199132.1 MIR450A1 chrX 134540341 134540431 - -ENSG00000207755.2 MIR450A2 chrX 134540495 134540605 - -ENSG00000207784.2 MIR542 chrX 134541344 134541455 - -ENSG00000223749.7 MIR503HG chrX 134543337 134546632 - -ENSG00000208005.1 MIR503 chrX 134546328 134546398 - -ENSG00000274784.1 MIR424 chrX 134546611 134546721 - -ENSG00000227060.6 LINC00629 chrX 134549973 134559923 + -ENSG00000170965.9 PLAC1 chrX 134565838 134764322 - -ENSG00000235813.1 RP11-308B5.2 chrX 134599457 134606254 + -ENSG00000236509.2 RPL21P133 chrX 134607157 134607632 + -ENSG00000237432.2 RPS7P12 chrX 134650830 134651411 + -ENSG00000199920.1 RNU4-44P chrX 134760208 134760348 - -ENSG00000156504.16 FAM122B chrX 134769566 134797232 - -ENSG00000156500.14 FAM122C chrX 134796789 134854610 + -ENSG00000280249.1 AL691477.1 chrX 134799782 134799945 - -ENSG00000101928.12 MOSPD1 chrX 134887626 134915267 - -ENSG00000221299.1 Z83826.1 chrX 134895754 134895842 + -ENSG00000207081.1 RNU6-616P chrX 134918310 134918416 - -ENSG00000236091.1 RP3-473B4.3 chrX 134949549 134953382 + -ENSG00000231929.2 HMGB3P31 chrX 134961711 134962305 - -ENSG00000184785.5 SMIM10 chrX 134990938 134992473 + -ENSG00000212747.4 FAM127C chrX 135020504 135022529 - -ENSG00000134590.13 FAM127A chrX 135032366 135033546 + -ENSG00000203950.6 FAM127B chrX 135050932 135052196 - -ENSG00000228372.7 RP11-85L21.4 chrX 135059685 135123952 + -ENSG00000234228.1 NCLP2 chrX 135075136 135076597 - -ENSG00000196972.7 SMIM10L2B chrX 135095028 135098634 - -ENSG00000224107.5 LINC00633 chrX 135118955 135120526 - -ENSG00000223809.1 RP11-85L21.6 chrX 135123239 135123604 - -ENSG00000232582.1 RP11-85L21.5 chrX 135135149 135135770 - -ENSG00000169551.12 CT55 chrX 135156536 135171398 - -ENSG00000236491.1 RP13-565O16.2 chrX 135180255 135194679 - -ENSG00000228922.1 RP13-210D15.1 chrX 135201731 135215232 + -ENSG00000264894.1 AC234771.1 chrX 135206561 135206646 + -ENSG00000269833.2 RP11-11A5.1 chrX 135236895 135237408 + -ENSG00000186376.14 ZNF75D chrX 135248920 135344087 - -ENSG00000238210.2 RP13-210D15.4 chrX 135252576 135253583 + -ENSG00000274024.1 RP13-210D15.8 chrX 135297046 135298585 + -ENSG00000173275.12 ZNF449 chrX 135344796 135363152 + -ENSG00000229015.1 RP11-265D19.6 chrX 135396429 135397764 + -ENSG00000178947.8 SMIM10L2A chrX 135421943 135428074 + -ENSG00000201440.1 RNA5SP515 chrX 135428168 135428285 - -ENSG00000225769.1 CROCCP1 chrX 135432960 135438634 + -ENSG00000273988.1 RP11-265D19.8 chrX 135445897 135447368 - -ENSG00000271158.1 RP11-265D19.7 chrX 135464329 135465484 - -ENSG00000225235.1 DDX26B-AS1 chrX 135520083 135520674 - -ENSG00000165359.14 DDX26B chrX 135520659 135582510 + -ENSG00000264284.1 AL391380.1 chrX 135568567 135568666 - -ENSG00000237833.1 RP11-432N13.2 chrX 135583651 135585160 - -ENSG00000224539.1 SAGE4P chrX 135598927 135615431 + -ENSG00000277486.1 SAGE3P chrX 135637623 135642756 - -ENSG00000198022.6 SAGE2P chrX 135673591 135686151 - -ENSG00000274601.1 WI2-88277B6.1 chrX 135710095 135710377 - -ENSG00000268940.5 CT45A1 chrX 135713453 135723539 + -ENSG00000233861.1 MGAT2P1 chrX 135730733 135732197 - -ENSG00000238200.1 MGAT2P2 chrX 135751119 135752583 + -ENSG00000269096.6 CT45A3 chrX 135759846 135768191 - -ENSG00000228836.8 CT45A5 chrX 135777130 135785298 - -ENSG00000278289.4 CT45A6 chrX 135794706 135802656 - -ENSG00000271449.7 CT45A2 chrX 135811668 135820012 - -ENSG00000273696.4 CT45A7 chrX 135829247 135837268 - -ENSG00000278085.4 CT45A8 chrX 135846499 135854538 - -ENSG00000270946.5 CT45A9 chrX 135863776 135871812 - -ENSG00000269586.7 CT45A10 chrX 135881063 135889086 - -ENSG00000181433.9 SAGE1 chrX 135889205 135913061 + -ENSG00000230162.1 CT45A11P chrX 135942478 135947139 - -ENSG00000169446.5 MMGT1 chrX 135962070 135974063 - -ENSG00000198689.9 SLC9A6 chrX 135985424 136047269 + -ENSG00000276558.1 AL732579.1 chrX 136008483 136008573 + -ENSG00000219930.4 GAPDHP67 chrX 136077844 136078631 + -ENSG00000231513.3 E2F6P4 chrX 136097835 136098348 - -ENSG00000239080.1 snoU13 chrX 136134317 136134420 - -ENSG00000022267.16 FHL1 chrX 136146702 136211359 + -ENSG00000129680.15 MAP7D3 chrX 136213220 136256482 - -ENSG00000230079.1 STK24P1 chrX 136295690 136300298 - -ENSG00000156920.10 ADGRG4 chrX 136300963 136416888 + -ENSG00000266272.1 Z97632.1 chrX 136487292 136487392 + -ENSG00000102239.4 BRS3 chrX 136487887 136493780 + -ENSG00000102241.11 HTATSF1 chrX 136497079 136512346 + -ENSG00000102243.12 VGLL1 chrX 136532152 136556807 + -ENSG00000216060.1 MIR934 chrX 136550878 136550960 + -ENSG00000199424.1 Y_RNA chrX 136571705 136571815 - -ENSG00000252320.1 RNU6-320P chrX 136583240 136583345 + -ENSG00000233093.5 LINC00892 chrX 136639543 136642429 + -ENSG00000102245.7 CD40LG chrX 136648193 136660390 + -ENSG00000129675.15 ARHGEF6 chrX 136665547 136782088 - -ENSG00000212510.1 RNU6-972P chrX 136773999 136774105 + -ENSG00000271339.1 RP11-1114A5.6 chrX 136788286 136788787 + -ENSG00000231164.1 RPL7P56 chrX 136791064 136791780 + -ENSG00000225125.2 RANP4 chrX 136807223 136807877 - -ENSG00000202279.1 Y_RNA chrX 136816477 136816574 - -ENSG00000232611.1 RP11-1114A5.4 chrX 136840931 136847797 - -ENSG00000225400.1 RAB28P5 chrX 136847384 136848034 + -ENSG00000147274.14 RBMX chrX 136848004 136880764 - -ENSG00000206979.1 SNORD61 chrX 136879199 136879271 - -ENSG00000234062.7 RP11-308D16.2 chrX 136909395 137021630 + -ENSG00000232379.1 RP11-308D16.1 chrX 136947748 136948133 - -ENSG00000237307.2 SRRM1P3 chrX 136976417 136985705 - -ENSG00000165370.1 GPR101 chrX 137030148 137031674 - -ENSG00000214748.2 RP11-332E4.1 chrX 137324972 137325049 - -ENSG00000237584.1 RAC1P4 chrX 137441258 137441836 - -ENSG00000224765.1 RP1-137H15.2 chrX 137556191 137564387 - -ENSG00000156925.11 ZIC3 chrX 137566142 137577691 + -ENSG00000239579.3 RN7SL325P chrX 137595265 137595547 + -ENSG00000229562.1 ZFYVE9P1 chrX 137660519 137662242 + -ENSG00000222114.1 RNU6-985P chrX 137687891 137687994 - -ENSG00000252163.1 RN7SKP31 chrX 138397351 138397628 + -ENSG00000183981.8 MAGEA13P chrX 138482745 138483695 + -ENSG00000214930.2 KRT8P6 chrX 138487665 138488871 - -ENSG00000129682.13 FGF13 chrX 138614731 139222777 - -ENSG00000232183.1 RP6-27P15.2 chrX 138627077 138627343 + -ENSG00000207800.2 MIR504 chrX 138667692 138667800 - -ENSG00000226031.5 FGF13-AS1 chrX 138711452 138716617 + -ENSG00000235975.1 RP1-106C24.1 chrX 138806374 138807091 + -ENSG00000173954.8 SNURFL chrX 139362040 139362382 + -ENSG00000232549.1 SRD5A1P1 chrX 139446891 139447676 + -ENSG00000101981.10 F9 chrX 139530758 139563458 + -ENSG00000101977.19 MCF2 chrX 139581770 139708227 - -ENSG00000216114.2 AL033403.1 chrX 139599216 139599303 - -ENSG00000238485.1 snoU13 chrX 139702287 139702390 - -ENSG00000101974.14 ATP11C chrX 139726346 139945276 - -ENSG00000221375.1 RNU6ATAC23P chrX 139885481 139885603 + -ENSG00000252719.1 SNORA18 chrX 139909904 139910034 + -ENSG00000207633.2 MIR505 chrX 139924126 139924237 - -ENSG00000203933.2 CXorf66 chrX 139955725 139965520 - -ENSG00000233145.1 RP11-364B14.1 chrX 140017268 140018037 + -ENSG00000214653.4 HNRNPA3P3 chrX 140032344 140033480 + -ENSG00000241248.3 RN7SL727P chrX 140085855 140086150 + -ENSG00000280833.1 AL589987.1 chrX 140086058 140086145 + -ENSG00000230707.1 RP11-364B14.3 chrX 140091743 140092561 + -ENSG00000231110.1 AC004070.1 chrX 140216035 140216804 - -ENSG00000224942.1 RP11-51C14.1 chrX 140397062 140398311 + -ENSG00000263377.1 AL121875.1 chrX 140404099 140404190 - -ENSG00000275268.1 U7 chrX 140451148 140451208 + -ENSG00000225758.1 RPS17P17 chrX 140470866 140471274 - -ENSG00000134595.7 SOX3 chrX 140502987 140505503 - -ENSG00000230668.1 XXyac-YR29IB3.1 chrX 140681106 140687705 - -ENSG00000203930.10 LINC00632 chrX 140709767 140772679 + -ENSG00000184258.6 CDR1 chrX 140782405 140784871 - -ENSG00000281508.1 CDR1-AS chrX 140783176 140784660 + -ENSG00000221081.1 MIR320D2 chrX 140926172 140926219 - -ENSG00000229269.1 RP11-298A8.2 chrX 140931738 140997448 + -ENSG00000227234.1 SPANXB1 chrX 141002591 141003706 + -ENSG00000207041.1 RNU6-3P chrX 141118030 141118136 - -ENSG00000214925.3 RP3-507I15.1 chrX 141138478 141139174 + -ENSG00000261212.1 RP3-507I15.2 chrX 141173235 141173588 - -ENSG00000182195.7 LDOC1 chrX 141175745 141177125 - -ENSG00000198573.6 SPANXC chrX 141241463 141242496 - -ENSG00000213423.4 RBMX2P2 chrX 141261119 141264213 - -ENSG00000227779.1 GS1-164F24.1 chrX 141380823 141381107 + -ENSG00000277215.1 SPANXA2-OT1 chrX 141502849 141649927 + -ENSG00000198021.6 SPANXA1 chrX 141583674 141698444 - -ENSG00000203926.4 SPANXA2 chrX 141589435 141590772 + -ENSG00000223438.1 RP1-171K16.5 chrX 141625864 141626733 + -ENSG00000196406.4 SPANXD chrX 141697411 141698739 - -ENSG00000165509.13 MAGEC3 chrX 141838316 141897832 + -ENSG00000155495.8 MAGEC1 chrX 141903894 141909388 + -ENSG00000236205.1 RP3-406C18.1 chrX 142147862 142148866 - -ENSG00000225469.3 RP3-406C18.2 chrX 142172866 142173989 - -ENSG00000250625.1 RP1-142F18.2 chrX 142194352 142195490 - -ENSG00000046774.9 MAGEC2 chrX 142202345 142205290 - -ENSG00000275508.1 GS1-54N10.1 chrX 142372276 142373990 + -ENSG00000201000.1 RNA5SP516 chrX 142411053 142411171 + -ENSG00000274448.1 AL109620.1 chrX 142428477 142428544 + -ENSG00000266319.1 AL080272.1 chrX 142606860 142606945 - -ENSG00000189326.4 SPANXN4 chrX 143025918 143034702 + -ENSG00000202473.1 RN7SKP81 chrX 143090347 143090677 + -ENSG00000199878.1 RN7SKP149 chrX 143197248 143197591 - -ENSG00000227303.1 GS1-256O22.5 chrX 143284977 143516803 + -ENSG00000226064.1 PGBD4P6 chrX 143343976 143344585 + -ENSG00000235539.1 MTND1P33 chrX 143433042 143433958 + -ENSG00000230130.1 RP5-1189K21.2 chrX 143434517 143435280 + -ENSG00000221505.1 AC239395.1 chrX 143446208 143446337 - -ENSG00000189252.4 SPANXN3 chrX 143508735 143517475 - -ENSG00000179542.15 SLITRK4 chrX 143622790 143635777 - -ENSG00000213924.3 HNRNPH1P2 chrX 143677153 143678362 - -ENSG00000268988.1 SPANXN2 chrX 143711955 143721423 - -ENSG00000225970.1 RP3-526F5.2 chrX 143757737 143828133 + -ENSG00000235729.1 RP11-29O6.2 chrX 143806391 143806733 + -ENSG00000282795.1 UBE2NL chrX 143884071 143885248 + -ENSG00000276380.2 UBE2NL chrX 143884071 143885255 + -ENSG00000224630.2 RP1-169P22.2 chrX 144308834 144309080 - -ENSG00000235598.1 RRM2P4 chrX 144309132 144309693 + -ENSG00000215054.3 HNRNPCP10 chrX 144840777 144841660 + -ENSG00000201912.1 RN7SKP189 chrX 145057108 145057437 + -ENSG00000233548.1 CYCSP44 chrX 145176582 145176894 + -ENSG00000234712.1 RP11-143G3.1 chrX 145232929 145233619 - -ENSG00000203923.4 SPANXN1 chrX 145246828 145256112 + -ENSG00000231093.1 RP13-150K15.1 chrX 145630218 145632375 + -ENSG00000280456.1 AL109653.1 chrX 145707665 145707742 + -ENSG00000270709.1 GS1-115M3.4 chrX 145768095 145768342 + -ENSG00000279585.1 GS1-115M3.3 chrX 145797375 145798439 + -ENSG00000185985.8 SLITRK2 chrX 145817832 145825842 + -ENSG00000221870.2 TMEM257 chrX 145827410 145829850 + -ENSG00000252219.2 MIR892C chrX 145992750 145992826 - -ENSG00000216075.1 MIR890 chrX 145994275 145994351 - -ENSG00000216005.1 MIR888 chrX 145994784 145994860 - -ENSG00000215943.1 MIR892A chrX 145996669 145996743 - -ENSG00000216098.1 MIR892B chrX 145997198 145997274 - -ENSG00000216064.1 MIR891B chrX 146001053 146001131 - -ENSG00000216056.1 MIR891A chrX 146027794 146027872 - -ENSG00000201594.1 RNA5SP517 chrX 146427456 146427572 - -ENSG00000234748.1 RP11-183K14.1 chrX 146537535 146538048 + -ENSG00000226388.1 ELL2P4 chrX 146553728 146555765 + -ENSG00000231686.1 RP1-203P18.1 chrX 146619597 146620584 - -ENSG00000235699.2 CXorf51B chrX 146809784 146810409 + -ENSG00000224440.1 CXorf51A chrX 146814106 146814726 - -ENSG00000225660.1 RP1-73A14.1 chrX 146955075 146955209 + -ENSG00000271660.1 RP1-73A14.2 chrX 146964176 146964485 - -ENSG00000216171.1 MIR513C chrX 147189704 147189787 - -ENSG00000207871.2 MIR513B chrX 147199044 147199127 - -ENSG00000207873.1 MIR513A1 chrX 147213463 147213591 - -ENSG00000207984.1 MIR513A2 chrX 147225826 147225952 - -ENSG00000207731.1 MIR506 chrX 147230720 147230843 - -ENSG00000207969.1 MIR507 chrX 147230984 147231077 - -ENSG00000207589.1 MIR508 chrX 147236913 147237027 - -ENSG00000252583.2 MIR514B chrX 147250151 147250230 - -ENSG00000212013.1 MIR509-2 chrX 147258760 147258850 - -ENSG00000212014.1 MIR509-3 chrX 147259652 147259726 - -ENSG00000208000.1 MIR509-1 chrX 147260532 147260625 - -ENSG00000207641.1 MIR510 chrX 147272335 147272408 - -ENSG00000207868.1 MIR514A1 chrX 147279247 147279344 - -ENSG00000207866.1 MIR514A2 chrX 147281943 147282030 - -ENSG00000207867.1 MIR514A3 chrX 147284641 147284728 - -ENSG00000274579.1 RP5-824H1.1 chrX 147476324 147476446 + -ENSG00000228855.1 RP3-433G13.1 chrX 147591612 147591909 - -ENSG00000227505.1 RP11-434J24.2 chrX 147801005 147801302 + -ENSG00000271175.1 RP11-434J24.3 chrX 147812733 147812974 - -ENSG00000202051.1 RNU6-382P chrX 147827279 147827384 + -ENSG00000227083.1 L29074.3 chrX 147900178 147901459 - -ENSG00000268066.5 FMR1-AS1 chrX 147909431 147911817 - -ENSG00000274086.1 FMR1-AS1_2 chrX 147911822 147911948 + -ENSG00000102081.13 FMR1 chrX 147911951 147951125 + -ENSG00000236337.1 FMR1-IT1 chrX 147946941 147947583 + -ENSG00000176988.8 FMR1NB chrX 147981329 148026667 + -ENSG00000201285.1 5S_rRNA chrX 148008100 148008215 - -ENSG00000219507.4 FTH1P8 chrX 148052233 148052746 + -ENSG00000233467.2 U40455.1 chrX 148198014 148198878 - -ENSG00000176970.8 RPL7L1P11 chrX 148464708 148465428 + -ENSG00000237741.1 AC002368.4 chrX 148498113 148500615 - -ENSG00000155966.13 AFF2 chrX 148500619 149000663 + -ENSG00000223516.1 AFF2-IT1 chrX 148546878 148547397 + -ENSG00000222313.1 RN7SKP267 chrX 148822164 148822448 - -ENSG00000242186.1 AC002523.1 chrX 149056716 149057166 + -ENSG00000264702.1 AC231656.1 chrX 149312233 149312315 + -ENSG00000010404.17 IDS chrX 149476990 149521096 - -ENSG00000241489.7 IDS chrX 149482543 149533935 - -ENSG00000238039.1 AF011889.2 chrX 149511509 149526264 - -ENSG00000176289.4 IDSP1 chrX 149525001 149526043 + -ENSG00000241769.7 LINC00893 chrX 149527591 149540959 - -ENSG00000197620.10 CXorf40A chrX 149540355 149550510 + -ENSG00000225261.1 RP5-937E21.8 chrX 149548210 149549835 - -ENSG00000267978.5 MAGEA9B chrX 149581653 149587453 - -ENSG00000268738.2 HSFX2 chrX 149592515 149594716 - -ENSG00000269556.7 TMEM185A chrX 149596556 149631912 - -ENSG00000229322.1 RP5-937E21.1 chrX 149649174 149650124 - -ENSG00000185247.14 MAGEA11 chrX 149688228 149717266 + -ENSG00000228833.1 RP5-1014O16.9 chrX 149757797 149757895 + -ENSG00000223377.1 RP5-1014O16.1 chrX 149758021 149758295 - -ENSG00000231694.1 RP5-1014O16.10 chrX 149760779 149760874 + -ENSG00000235254.3 TMEM185AP1 chrX 149768897 149771368 + -ENSG00000171116.7 HSFX1 chrX 149774068 149776867 + -ENSG00000123584.7 MAGEA9 chrX 149781930 149787737 + -ENSG00000224732.1 MAGEA7P chrX 149808214 149809155 + -ENSG00000229829.1 DUTP4 chrX 149817170 149817644 + -ENSG00000280752.1 LINC00850 chrX 149825708 149879799 + -ENSG00000230899.1 MAGEA8-AS1 chrX 149878836 149881070 - -ENSG00000156009.9 MAGEA8 chrX 149881141 149885835 + -ENSG00000197021.8 CXorf40B chrX 149929527 149938811 - -ENSG00000224871.1 XX-FW81066F1.2 chrX 149929662 149930698 + -ENSG00000235703.5 LINC00894 chrX 149938628 150224580 + -ENSG00000183171.5 RP11-49C9.2 chrX 150114378 150116520 + -ENSG00000252454.2 MIR2114 chrX 150227982 150228091 + -ENSG00000234825.3 XRCC6P2 chrX 150231075 150232896 - -ENSG00000013619.13 MAMLD1 chrX 150361422 150514178 + -ENSG00000263713.1 AC235953.1 chrX 150489532 150489618 - -ENSG00000171100.14 MTM1 chrX 150568619 150673322 + -ENSG00000063601.16 MTMR1 chrX 150692971 150765103 + -ENSG00000102181.19 CD99L2 chrX 150766337 150898816 - -ENSG00000228728.1 RP11-316K19.3 chrX 150818753 150819246 + -ENSG00000230153.5 AF003626.1 chrX 150915813 150920938 + -ENSG00000222796.1 RNU6-383P chrX 150955494 150955587 - -ENSG00000029993.14 HMGB3 chrX 150980509 150990775 + -ENSG00000230508.1 RPL19P21 chrX 150993501 150994091 + -ENSG00000270916.1 RP4-741O10.1 chrX 151023607 151023722 - -ENSG00000212595.1 5S_rRNA chrX 151026295 151026406 - -ENSG00000265789.1 MIR4330 chrX 151168222 151168326 + -ENSG00000234696.1 GPR50-AS1 chrX 151175192 151177836 - -ENSG00000102195.8 GPR50 chrX 151176653 151181465 + -ENSG00000269993.1 AF003625.3 chrX 151182386 151182855 + -ENSG00000228717.1 AF013593.1 chrX 151226229 151227715 - -ENSG00000278724.1 Metazoa_SRP chrX 151275509 151275789 + -ENSG00000160131.13 VMA21 chrX 151396515 151409364 + -ENSG00000270052.1 WI2-80269A6.1 chrX 151497726 151498354 + -ENSG00000214915.3 XX-FW80269A6.1 chrX 151515551 151516245 + -ENSG00000166049.10 PASD1 chrX 151563622 151676739 + -ENSG00000239429.1 RP11-45D17.1 chrX 151611664 151671196 + -ENSG00000130032.15 PRRG3 chrX 151695124 151705924 + -ENSG00000147378.11 FATE1 chrX 151716035 151723194 + -ENSG00000183862.5 CNGA2 chrX 151738451 151745304 + -ENSG00000229967.1 RP11-366F6.2 chrX 151904431 151913968 - -ENSG00000147381.11 MAGEA4 chrX 151912509 151925170 + -ENSG00000102287.16 GABRE chrX 151953124 151974680 - -ENSG00000264120.1 AF274855.1 chrX 151956683 151956778 - -ENSG00000207621.1 MIR224 chrX 151958578 151958658 - -ENSG00000207753.2 MIR452 chrX 151959607 151959719 - -ENSG00000228965.1 RP11-1007I13.2 chrX 152045314 152046193 - -ENSG00000242520.5 MAGEA5 chrX 152114599 152115540 - -ENSG00000266560.5 RP11-1007I13.4 chrX 152114994 152138556 - -ENSG00000124260.11 MAGEA10 chrX 152133310 152138578 - -ENSG00000231937.1 RP11-329E24.6 chrX 152138883 152186857 + -ENSG00000011677.12 GABRA3 chrX 152166234 152451358 - -ENSG00000252205.1 RNU6-764P chrX 152250572 152250676 - -ENSG00000207957.1 MIR105-1 chrX 152392219 152392299 - -ENSG00000211583.2 MIR767 chrX 152393413 152393523 - -ENSG00000207818.1 MIR105-2 chrX 152394412 152394492 - -ENSG00000223940.1 KRT8P8 chrX 152479577 152481024 + -ENSG00000268089.2 GABRQ chrX 152638183 152657534 + -ENSG00000269475.2 CH17-38B12.4 chrX 152682810 152683842 + -ENSG00000221867.8 MAGEA3 chrX 152698752 152702347 + -ENSG00000268902.2 CSAG2 chrX 152708261 152714549 - -ENSG00000183305.13 MAGEA2B chrX 152714586 152718607 + -ENSG00000198930.12 CSAG1 chrX 152727484 152733735 - -ENSG00000213401.8 MAGEA12 chrX 152733779 152737669 + -ENSG00000242599.7 CSAG4 chrX 152733827 152740985 + -ENSG00000231447.1 RP1-14D6.7 chrX 152746817 152747762 + -ENSG00000268606.5 MAGEA2 chrX 152749863 152753884 - -ENSG00000268916.5 CSAG3 chrX 152753921 152760222 + -ENSG00000197172.10 MAGEA6 chrX 152766136 152769747 - -ENSG00000147400.8 CETN2 chrX 152826973 152830777 - -ENSG00000147383.10 NSDHL chrX 152830967 152869729 + -ENSG00000147394.18 ZNF185 chrX 152914442 152973480 + -ENSG00000198883.11 PNMA5 chrX 152988824 152994127 - -ENSG00000234200.2 U82671.8 chrX 153028785 153030148 + -ENSG00000229979.1 U82670.9 chrX 153052150 153052413 - -ENSG00000183837.9 PNMA3 chrX 153056409 153060467 + -ENSG00000235961.5 PNMA6A chrX 153072482 153075018 + -ENSG00000268883.2 PNMA6B chrX 153075769 153076968 - -ENSG00000224931.3 AC152010.1 chrX 153122145 153128323 - -ENSG00000198681.6 MAGEA1 chrX 153179285 153183880 + -ENSG00000266108.1 AC236972.1 chrX 153196633 153196684 + -ENSG00000235219.1 CTC-233O10.1 chrX 153203044 153205534 + -ENSG00000273877.4 RP11-635O16.2 chrX 153225649 153230357 + -ENSG00000231600.1 AC151960.1 chrX 153249115 153249691 - -ENSG00000278803.1 RP11-635O16.1 chrX 153276841 153277803 + -ENSG00000225110.2 LL0XNC01-16G2.1 chrX 153317681 153321822 - -ENSG00000063587.13 ZNF275 chrX 153334155 153360110 + -ENSG00000232249.1 LL0XNC01-37G1.2 chrX 153355733 153355956 + -ENSG00000214897.4 U82695.5 chrX 153395640 153401420 - -ENSG00000265170.2 RN7SL667P chrX 153403844 153404141 - -ENSG00000189420.8 ZFP92 chrX 153418322 153426481 + -ENSG00000183479.12 TREX2 chrX 153444720 153470587 - -ENSG00000213397.10 HAUS7 chrX 153447666 153495516 - -ENSG00000224963.2 U82695.9 chrX 153485856 153487088 + -ENSG00000182492.15 BGN chrX 153494939 153509554 + -ENSG00000067842.17 ATP2B3 chrX 153517676 153582939 + -ENSG00000262919.7 FAM58A chrX 153587919 153600045 - -ENSG00000260081.1 RP11-66N11.8 chrX 153599340 153604353 + -ENSG00000217889.3 KRT18P48 chrX 153604497 153605348 - -ENSG00000213391.3 RP11-66N11.6 chrX 153606517 153606888 + -ENSG00000228616.1 RP11-66N11.7 chrX 153610694 153612925 + -ENSG00000130829.17 DUSP9 chrX 153642492 153651326 + -ENSG00000237793.3 RPL18AP16 chrX 153662162 153662692 + -ENSG00000244335.3 RN7SL687P chrX 153666226 153666510 + -ENSG00000281066.1 U52111.1 chrX 153666422 153666511 + -ENSG00000130822.15 PNCK chrX 153669730 153689010 - -ENSG00000130821.15 SLC6A8 chrX 153688099 153696593 + -ENSG00000185825.15 BCAP31 chrX 153700497 153724697 - -ENSG00000101986.11 ABCD1 chrX 153724868 153744762 + -ENSG00000232725.1 U52111.14 chrX 153735626 153766478 - -ENSG00000198753.11 PLXNB3 chrX 153764196 153779346 + -ENSG00000184343.10 SRPK3 chrX 153776412 153785732 + -ENSG00000067829.18 IDH3G chrX 153785766 153794523 - -ENSG00000180879.13 SSR4 chrX 153793516 153798505 + -ENSG00000067840.12 PDZD4 chrX 153802166 153830565 - -ENSG00000184844.6 CYCSP45 chrX 153841251 153841565 + -ENSG00000198910.12 L1CAM chrX 153861514 153909223 - -ENSG00000273769.4 LCA10 chrX 153880672 153888990 + -ENSG00000126895.13 AVPR2 chrX 153902531 153907166 + -ENSG00000089820.15 ARHGAP4 chrX 153907367 153934999 - -ENSG00000102030.15 NAA10 chrX 153929242 153935223 - -ENSG00000102032.12 RENBP chrX 153935263 153944691 - -ENSG00000172534.13 HCFC1 chrX 153947553 153971807 - -ENSG00000235802.1 HCFC1-AS1 chrX 153969325 153970087 + -ENSG00000177854.7 TMEM187 chrX 153972327 153983195 + -ENSG00000265176.1 MIR3202-2 chrX 153981097 153981177 + -ENSG00000184216.11 IRAK1 chrX 154010500 154019980 - -ENSG00000211524.3 MIR718 chrX 154019920 154019995 - -ENSG00000169057.19 MECP2 chrX 154021573 154137103 - -ENSG00000102076.9 OPN1LW chrX 154144224 154159032 + -ENSG00000277008.1 TEX28P2 chrX 154159357 154176349 - -ENSG00000268221.5 OPN1MW chrX 154182596 154196135 + -ENSG00000274962.1 TEX28P1 chrX 154196471 154213487 - -ENSG00000166160.9 OPN1MW2 chrX 154219756 154233286 + -ENSG00000277009.1 CH17-128G5.1 chrX 154233615 154251288 - -ENSG00000269433.3 OPN1MW2 chrX 154257538 154271805 + -ENSG00000278057.4 TEX28 chrX 154271265 154295853 - -ENSG00000007350.16 TKTL1 chrX 154295671 154330350 + -ENSG00000231830.1 XX-FW83128A1.2 chrX 154333960 154335037 - -ENSG00000196924.14 FLNA chrX 154348524 154374638 - -ENSG00000102119.10 EMD chrX 154379197 154381523 + -ENSG00000147403.16 RPL10 chrX 154389955 154409168 + -ENSG00000280195.1 XX-FW83563B9.5 chrX 154396878 154398816 - -ENSG00000207165.1 SNORA70 chrX 154400281 154400415 + -ENSG00000013563.13 DNASE1L1 chrX 154401238 154412112 - -ENSG00000102125.15 TAZ chrX 154411518 154421726 + -ENSG00000197180.2 CH17-340M24.3 chrX 154424380 154428479 - -ENSG00000071553.16 ATP6AP1 chrX 154428632 154436516 + -ENSG00000203879.11 GDI1 chrX 154436913 154443467 + -ENSG00000071859.14 FAM50A chrX 154444126 154450654 + -ENSG00000276350.1 MIR6858 chrX 154450320 154450386 + -ENSG00000130827.6 PLXNA3 chrX 154458281 154477779 + -ENSG00000196976.6 LAGE3 chrX 154477769 154479257 - -ENSG00000102178.12 UBL4A chrX 154483717 154486670 - -ENSG00000126903.15 SLC10A3 chrX 154487306 154490690 - -ENSG00000264484.2 RN7SL697P chrX 154495815 154496113 - -ENSG00000071889.16 FAM3A chrX 154506159 154516242 - -ENSG00000261773.1 WI2-89031B12.1 chrX 154517840 154518631 - -ENSG00000160211.15 G6PD chrX 154531391 154547572 - -ENSG00000269335.5 IKBKG chrX 154541199 154565046 + -ENSG00000279245.1 FAM223A chrX 154571248 154571960 + -ENSG00000273041.1 ATF4P2 chrX 154580926 154581998 + -ENSG00000268651.2 CTAG1A chrX 154585143 154586821 + -ENSG00000232155.1 AF277315.19 chrX 154605858 154605950 + -ENSG00000184033.12 CTAG1B chrX 154617604 154619282 - -ENSG00000273773.1 RP5-865E18.2 chrX 154620096 154620171 + -ENSG00000213338.3 ATF4P1 chrX 154622428 154623500 - -ENSG00000272681.2 FAM223A chrX 154632470 154633182 - -ENSG00000275882.1 IKBKGP1 chrX 154639978 154648275 - -ENSG00000126890.13 CTAG2 chrX 154651972 154653579 - -ENSG00000226141.1 AF277315.13 chrX 154654546 154655325 + -ENSG00000237619.1 OR3B1P chrX 154658790 154659682 - -ENSG00000160219.11 GAB3 chrX 154675249 154751583 - -ENSG00000130826.15 DKC1 chrX 154762742 154777689 + -ENSG00000206948.1 SNORA36A chrX 154768528 154768659 + -ENSG00000281135.1 MIR664B chrX 154768596 154768656 + -ENSG00000206693.1 SNORA56 chrX 154774998 154775126 + -ENSG00000130830.14 MPP1 chrX 154778684 154821007 - -ENSG00000229237.2 HMGN1P37 chrX 154817099 154817401 - -ENSG00000203870.5 SMIM9 chrX 154823348 154834662 - -ENSG00000185010.13 F8 chrX 154835788 155026940 - -ENSG00000274183.1 H2AFB1 chrX 154884972 154885558 + -ENSG00000277203.1 F8A1 chrX 154886349 154888061 + -ENSG00000221533.1 MIR1184-1 chrX 154887360 154887458 - -ENSG00000224069.1 CTD-2183H9.7 chrX 154897561 154898092 - -ENSG00000237859.2 EEF1A1P31 chrX 154908885 154919103 - -ENSG00000233688.1 CTD-2183H9.3 chrX 154919578 154920182 - -ENSG00000165775.17 FUNDC2 chrX 155025980 155060303 + -ENSG00000182712.15 CMC4 chrX 155061622 155071362 - -ENSG00000214827.9 MTCP1 chrX 155061622 155147937 - -ENSG00000185515.14 BRCC3 chrX 155071420 155123074 + -ENSG00000235991.4 RP11-143H17.1 chrX 155137111 155156503 + -ENSG00000155959.10 VBP1 chrX 155197007 155239817 + -ENSG00000224978.1 RP13-228J13.9 chrX 155212921 155213638 - -ENSG00000155961.4 RAB39B chrX 155258241 155264589 - -ENSG00000155962.12 CLIC2 chrX 155276211 155334657 - -ENSG00000225008.1 RP13-228J13.6 chrX 155290360 155291353 - -ENSG00000228986.1 RP13-228J13.8 chrX 155292169 155293432 + -ENSG00000230491.1 RP13-228J13.10 chrX 155310247 155310490 + -ENSG00000224216.1 RP13-228J13.1 chrX 155334858 155351957 - -ENSG00000230578.3 RP13-228J13.5 chrX 155348752 155349799 + -ENSG00000277858.1 H2AFB2 chrX 155380787 155381134 + -ENSG00000274791.1 F8A2 chrX 155382115 155383230 + -ENSG00000221190.1 MIR1184-2 chrX 155383100 155383198 - -ENSG00000277150.1 F8A3 chrX 155456914 155458672 - -ENSG00000221603.1 MIR1184-3 chrX 155457517 155457615 + -ENSG00000277745.1 H2AFB3 chrX 155459415 155460005 - -ENSG00000224533.4 TMLHE-AS1 chrX 155466540 155611616 + -ENSG00000225393.1 RP11-218L14.4 chrX 155468286 155487046 + -ENSG00000185973.10 TMLHE chrX 155490115 155669944 - -ENSG00000168939.10 SPRY3 chrX 155767812 155782459 + -ENSG00000237801.5 AMD1P2 chrX 155828585 155829576 - -ENSG00000237040.5 DPH3P2 chrX 155875636 155875885 + -ENSG00000124333.14 VAMP7 chrX 155881293 155943769 + -ENSG00000228410.5 TCEB1P24 chrX 155978992 155979325 - -ENSG00000223484.6 TRPC6P chrX 155985370 155986249 - -ENSG00000124334.16 IL9R chrX 155997581 156010817 + -ENSG00000270726.5 AJ271736.10 chrX 156004218 156022236 + -ENSG00000185203.11 WASIR1 chrX 156014623 156016837 - -ENSG00000182484.14 WASH6P chrX 156020826 156025710 + -ENSG00000276543.4 AJ271736.1 chrX 156022631 156022698 + -ENSG00000227159.7 DDX11L16 chrX 156025664 156027877 - -ENSGR0000228572.6 LL0YNC03-29C1.1 chrY 253743 255091 + -ENSGR0000182378.12 PLCXD1 chrY 276322 303356 + -ENSGR0000178605.12 GTPBP6 chrY 304529 318819 - -ENSGR0000226179.5 LINC00685 chrY 320990 321851 + -ENSGR0000167393.16 PPP2R3B chrY 333963 386955 - -ENSGR0000281849.2 RP13-465B17.4 chrY 386980 405579 + -ENSGR0000275287.4 Metazoa_SRP chrY 388100 388389 - -ENSGR0000280767.2 RP13-465B17.5 chrY 419157 421980 + -ENSGR0000234958.5 FABP5P13 chrY 523775 524102 - -ENSGR0000229232.5 KRT18P53 chrY 545236 545352 - -ENSGR0000185960.12 SHOX chrY 624344 659411 + -ENSGR0000237531.5 RP11-309M23.1 chrY 990221 994365 + -ENSGR0000225661.6 RPL14P5 chrY 1008503 1010101 - -ENSGR0000205755.10 CRLF2 chrY 1187549 1212750 - -ENSGR0000198223.14 CSF2RA chrY 1268800 1310381 + -ENSGR0000264510.5 BX649553.3 chrY 1291755 1291828 + -ENSGR0000264819.5 BX649553.4 chrY 1292094 1292167 + -ENSGR0000263980.5 BX649553.2 chrY 1293615 1293689 + -ENSGR0000265658.5 MIR3690 chrY 1293918 1293992 + -ENSGR0000263835.5 BX649553.1 chrY 1294132 1294206 + -ENSGR0000223274.5 RNA5SP498 chrY 1300256 1300375 - -ENSGR0000185291.10 IL3RA chrY 1336616 1382689 + -ENSGR0000169100.12 SLC25A6 chrY 1386152 1392724 - -ENSGR0000236871.6 LINC00106 chrY 1396427 1399402 + -ENSGR0000236017.7 ASMTL-AS1 chrY 1401769 1414028 + -ENSGR0000169093.14 ASMTL chrY 1403139 1453762 - -ENSGR0000182162.9 P2RY8 chrY 1462572 1537107 - -ENSGR0000197976.10 AKAP17A chrY 1591593 1602514 + -ENSGR0000196433.11 ASMT chrY 1615001 1643081 + -ENSGR0000223511.5 RP13-297E16.4 chrY 1732584 1755985 + -ENSGR0000234622.5 RP13-297E16.5 chrY 1767347 1768776 + -ENSGR0000169084.12 DHRSX chrY 2219516 2502805 - -ENSGR0000223571.5 DHRSX-IT1 chrY 2334295 2336410 - -ENSGR0000214717.9 ZBED1 chrY 2486414 2500967 - -ENSGR0000277120.4 MIR6089 chrY 2609191 2609254 + -ENSGR0000223773.6 CD99P1 chrY 2609348 2657229 + -ENSGR0000230542.5 LINC00102 chrY 2612988 2615347 - -ENSGR0000002586.17 CD99 chrY 2691179 2741309 + -ENSG00000251841.1 RNU6-1334P chrY 2784749 2784853 + -ENSG00000184895.7 SRY chrY 2786855 2787699 - -ENSG00000237659.1 RNASEH2CP1 chrY 2789827 2790328 + -ENSG00000232195.1 TOMM22P2 chrY 2827982 2828218 + -ENSG00000129824.15 RPS4Y1 chrY 2841486 2932000 + -ENSG00000227289.1 HSFY3P chrY 2881683 2883652 - -ENSG00000229163.2 NAP1L1P2 chrY 2929001 2931120 - -ENSG00000278847.1 RP11-414C23.1 chrY 2934406 2934771 - -ENSG00000067646.11 ZFY chrY 2935281 2982506 + -ENSG00000233070.1 ZFY-AS1 chrY 2966844 3002626 - -ENSG00000223600.1 EEF1A1P41 chrY 2995067 2995273 - -ENSG00000231535.5 LINC00278 chrY 3002912 3102272 + -ENSG00000234652.1 AGPAT5P1 chrY 3293808 3294826 + -ENSG00000216777.1 PRRC2CP1 chrY 3549652 3549810 - -ENSG00000176679.8 TGIF2LY chrY 3579041 3580041 + -ENSG00000277537.1 AC019058.1 chrY 3630144 3630229 + -ENSG00000232927.1 USP12PY chrY 3682805 3683868 + -ENSG00000225653.1 RNF19BPY chrY 3777997 3779546 - -ENSG00000218410.1 AC012078.2 chrY 3851224 3852869 - -ENSG00000229518.1 UBE2V1P3 chrY 3866306 3866722 - -ENSG00000229308.1 AC010084.1 chrY 4036497 4100320 + -ENSG00000252900.1 RNU6-303P chrY 4174985 4175090 - -ENSG00000225878.1 SERBP1P2 chrY 4801685 4802848 - -ENSG00000277930.1 RP11-122L9.1 chrY 4993858 4999650 - -ENSG00000099715.14 PCDH11Y chrY 5000226 5742224 + -ENSG00000252468.1 RNU2-57P chrY 5019076 5019266 + -ENSG00000231341.1 VDAC1P6 chrY 5207215 5208069 - -ENSG00000235001.3 EIF4A1P2 chrY 5337745 5338964 - -ENSG00000214207.2 KRT18P10 chrY 5573145 5574431 + -ENSG00000252059.2 AC012667.1 chrY 5573928 5574019 + -ENSG00000278585.1 SNX3P1Y chrY 5634480 5634655 - -ENSG00000235175.1 RPL26P37 chrY 5793300 5793737 - -ENSG00000251879.2 AC010874.1 chrY 5874246 5874338 + -ENSG00000237195.1 DLGAP5P1 chrY 6158802 6159265 + -ENSG00000251275.1 AC006335.2 chrY 6241768 6243629 - -ENSG00000237069.2 TTTY23B chrY 6242446 6243610 - -ENSG00000250204.1 AC006335.6 chrY 6243295 6245283 - -ENSG00000168757.12 TSPY2 chrY 6246223 6249019 + -ENSG00000234830.7 FAM197Y9 chrY 6256267 6263953 - -ENSG00000238235.1 TSPY11P chrY 6266593 6269275 + -ENSG00000275352.1 RP11-492C2.1 chrY 6273579 6274065 - -ENSG00000234583.1 TSPY19P chrY 6303957 6305074 - -ENSG00000235094.2 AC006335.10 chrY 6306042 6307920 + -ENSG00000242879.1 AC006335.11 chrY 6307710 6309587 + -ENSG00000223744.1 RBMY2GP chrY 6328052 6343323 + -ENSG00000229643.1 LINC00280 chrY 6357219 6361413 - -ENSG00000129816.5 TTTY1B chrY 6390431 6411564 + -ENSG00000212856.5 TTTY2B chrY 6406244 6424145 - -ENSG00000237563.1 TTTY21B chrY 6443434 6447077 + -ENSG00000147753.9 TTTY7 chrY 6449468 6457906 + -ENSG00000185700.10 TTTY8B chrY 6470773 6473630 - -ENSG00000235895.1 AC010154.2 chrY 6492976 6496757 - -ENSG00000232620.1 TSPY17P chrY 6520463 6520929 + -ENSG00000224953.1 SRIP3 chrY 6718962 6719180 - -ENSG00000274365.1 RP11-507A3.1 chrY 6789153 6789344 + -ENSG00000233634.1 GOT2P5 chrY 6837707 6838252 + -ENSG00000099721.13 AMELY chrY 6865918 6874027 - -ENSG00000237701.1 ATP5JP1 chrY 6900753 6901372 + -ENSG00000092377.13 TBL1Y chrY 6910686 7091683 + -ENSG00000273906.1 RP11-115H13.1 chrY 6918682 6920791 + -ENSG00000232583.1 GPR143P chrY 7100733 7106502 - -ENSG00000099725.14 PRKY chrY 7273972 7381548 + -ENSG00000252633.1 RN7SKP282 chrY 7324297 7324595 - -ENSG00000251996.1 Y_RNA chrY 7341531 7341642 + -ENSG00000252155.1 RNU6-941P chrY 7378672 7378779 + -ENSG00000252472.1 RNU6-521P chrY 7423054 7423158 - -ENSG00000275280.1 RP11-105L10.1 chrY 7656968 7657352 + -ENSG00000238073.1 RBMY2HP chrY 7671743 7676024 - -ENSG00000223422.1 AC007274.2 chrY 7678899 7681028 + -ENSG00000236435.1 TSPY12P chrY 7687739 7689548 - -ENSG00000236690.2 AC007274.5 chrY 7690511 7692678 + -ENSG00000225520.1 TTTY16 chrY 7699357 7701247 - -ENSG00000234795.9 RFTN1P1 chrY 7712985 7809261 - -ENSG00000237048.2 TTTY12 chrY 7804924 7810683 + -ENSG00000278854.1 RP11-109F19.1 chrY 7845485 7846454 - -ENSG00000215603.4 ZNF92P1Y chrY 7853686 7854876 - -ENSG00000273863.1 RP11-108F14.1 chrY 7905536 7907303 - -ENSG00000244246.1 ZNF736P8Y chrY 7913422 7914090 - -ENSG00000229745.1 BPY2DP chrY 7932997 7937640 - -ENSG00000241200.1 ZNF736P7Y chrY 7990987 7991806 - -ENSG00000239893.1 ZNF736P9Y chrY 8068896 8070723 - -ENSG00000227204.1 RBMY2JP chrY 8127130 8144203 + -ENSG00000225809.1 RBMY2KP chrY 8264449 8277188 - -ENSG00000215601.3 TSPY24P chrY 8280198 8282209 + -ENSG00000224634.1 ZNF736P6Y chrY 8350931 8352143 + -ENSG00000223955.1 MTND6P1 chrY 8363536 8363959 - -ENSG00000234179.1 MTCYBP1 chrY 8364032 8365150 + -ENSG00000226529.1 MTND1P1 chrY 8371663 8372030 + -ENSG00000234850.1 MTND2P3 chrY 8372241 8372710 + -ENSG00000227830.1 TRIM60P3Y chrY 8413037 8414054 - -ENSG00000216824.2 ZNF736P10Y chrY 8418791 8419900 - -ENSG00000275866.1 RP11-17E15.1 chrY 8517364 8517748 - -ENSG00000279435.1 AC064829.1 chrY 8549671 8748740 - -ENSG00000232348.2 LINC00279 chrY 8638294 8644842 + -ENSG00000233699.1 TTTY18 chrY 8683370 8683878 - -ENSG00000279664.1 AC009491.2 chrY 8695281 8743495 + -ENSG00000232419.1 TTTY19 chrY 8704472 8705283 + -ENSG00000279547.1 AC009491.1 chrY 8710885 8745985 + -ENSG00000180910.7 TTTY11 chrY 8783310 8817382 - -ENSG00000228207.1 AC007967.2 chrY 8901203 8903276 - -ENSG00000173357.12 AC007967.3 chrY 8906224 8916073 + -ENSG00000273731.1 RP11-373F14.1 chrY 8931069 8931454 - -ENSG00000230025.1 AC007967.4 chrY 8971751 8974095 - -ENSG00000231988.1 OFD1P3Y chrY 9030594 9039988 + -ENSG00000232235.1 CDY3P chrY 9166085 9167702 - -ENSG00000224408.1 USP9YP22 chrY 9183694 9185803 + -ENSG00000238154.1 USP9YP4 chrY 9189629 9204611 - -ENSG00000232924.1 TCEB1P4 chrY 9230915 9231247 + -ENSG00000197038.6 RBMY1A3P chrY 9311130 9322869 - -ENSG00000275310.1 RP11-441G8.1 chrY 9325799 9326047 + -ENSG00000232808.1 TTTY20 chrY 9329880 9334832 - -ENSG00000233803.8 TSPY4 chrY 9337464 9340284 + -ENSG00000225560.6 FAM197Y8 chrY 9347511 9356814 - -ENSG00000229549.8 TSPY8 chrY 9357797 9380870 + -ENSG00000228383.6 FAM197Y7 chrY 9367803 9377092 - -ENSG00000188656.8 TSPY7P chrY 9378122 9380871 + -ENSG00000237802.6 FAM197Y6 chrY 9388122 9397438 - -ENSG00000228927.9 TSPY3 chrY 9398421 9401223 + -ENSG00000225516.6 FAM197Y5 chrY 9458613 9465974 - -ENSG00000258992.5 TSPY1 chrY 9466955 9490081 + -ENSG00000274196.4 FAM197Y4 chrY 9479053 9486239 - -ENSG00000238074.4 TSPY6P chrY 9487286 9490081 + -ENSG00000230066.5 FAM197Y3 chrY 9497287 9506566 - -ENSG00000270073.1 AC006156.2 chrY 9507596 9510175 + -ENSG00000234803.7 FAM197Y2 chrY 9517599 9526897 - -ENSG00000236424.7 TSPY10 chrY 9527880 9530682 + -ENSG00000224336.2 FAM197Y1 chrY 9544917 9547147 - -ENSG00000236786.1 TSPY15P chrY 9548108 9550681 + -ENSG00000231436.1 RBMY3AP chrY 9610571 9621276 - -ENSG00000234110.1 TSPY25P chrY 9624183 9626352 + -ENSG00000226223.1 TSPY16P chrY 9640249 9640716 - -ENSG00000232617.1 AC017019.1 chrY 9665229 9669010 + -ENSG00000183385.9 TTTY8 chrY 9691100 9693957 + -ENSG00000147761.8 TTTY7B chrY 9706824 9715262 - -ENSG00000228890.1 TTTY21 chrY 9717653 9721296 - -ENSG00000212855.5 TTTY2 chrY 9740584 9758476 + -ENSG00000129845.5 TTTY1 chrY 9753156 9774289 - -ENSG00000224075.1 TTTY22 chrY 9801153 9813245 + -ENSG00000228379.1 AC010891.2 chrY 9813315 9817513 + -ENSG00000229208.1 RBMY2NP chrY 9831418 9846696 - -ENSG00000274445.1 RP11-373F14.2 chrY 9868462 9868702 - -ENSG00000231874.3 TSPY18P chrY 9869664 9870781 + -ENSG00000187657.6 TSPY13P chrY 9905595 9908139 - -ENSG00000239225.1 TTTY23 chrY 9910798 9911962 + -ENSG00000234950.1 RBMY2OP chrY 9951553 9959423 + -ENSG00000236718.3 RBMY2QP chrY 10022489 10034187 - -ENSG00000243643.1 TSPY20P chrY 10036195 10038375 + -ENSG00000225685.1 TSPY5P chrY 10066554 10069151 - -ENSG00000278478.1 RP11-160K17.1 chrY 10070131 10070409 + -ENSG00000235193.1 AC006987.4 chrY 10088026 10089586 + -ENSG00000251766.1 RNA5SP518 chrY 10090410 10090528 - -ENSG00000235691.1 AC006987.5 chrY 10090802 10091207 + -ENSG00000252289.1 RNA5SP519 chrY 10092875 10092993 - -ENSG00000226975.1 AC006987.6 chrY 10169788 10170314 - -ENSG00000231411.1 DUX4L31 chrY 10171590 10172725 - -ENSG00000226061.1 PCMTD1P1 chrY 10173853 10174207 + -ENSG00000237447.1 CDC27P2 chrY 10190377 10192298 - -ENSG00000251966.2 AC010970.1 chrY 10196372 10196484 + -ENSG00000225840.2 AC010970.2 chrY 10197256 10199103 - -ENSG00000251705.1 RNA5-8SP6 chrY 10200155 10200306 + -ENSG00000273858.1 RP1-85D24.4 chrY 11042722 11042943 - -ENSG00000273693.1 C2orf27AP1 chrY 11085476 11086061 - -ENSG00000271365.1 RP1-85D24.3 chrY 11107065 11107263 - -ENSG00000271309.1 RP1-85D24.2 chrY 11107389 11107596 - -ENSG00000270570.1 RP1-85D24.1 chrY 11107719 11107887 - -ENSG00000274231.1 RP11-131M6.1 chrY 11144250 11144492 + -ENSG00000278212.1 MAFIP chrY 11153858 11159013 - -ENSG00000274502.1 RP11-131M6.3 chrY 11173618 11173821 + -ENSG00000274162.1 SNX18P1Y chrY 11178306 11178816 + -ENSG00000263502.1 AC134878.2 chrY 11184683 11184764 - -ENSG00000252855.1 AC134878.1 chrY 11184875 11184957 - -ENSG00000258567.1 DUX4L16 chrY 11306918 11308181 + -ENSG00000273534.1 AC134882.1 chrY 11308274 11308351 + -ENSG00000259154.1 DUX4L17 chrY 11314921 11316187 + -ENSG00000276079.1 AC134882.2 chrY 11316278 11316360 + -ENSG00000259029.1 DUX4L18 chrY 11321557 11322823 + -ENSG00000258991.1 DUX4L19 chrY 11332329 11333595 + -ENSG00000277716.1 AC134882.3 chrY 11333688 11333771 + -ENSG00000270455.1 PABPC1P5 chrY 11335627 11337693 + -ENSG00000183704.7 SLC9B1P1 chrY 11340579 11385687 - -ENSG00000270242.1 ACTR3BP1 chrY 11395699 11397076 + -ENSG00000275828.1 RP11-295P22.3 chrY 11412548 11418716 + -ENSG00000225433.3 MTND1P12 chrY 11445418 11445564 - -ENSG00000224567.2 RP11-295P22.4 chrY 11445708 11446101 - -ENSG00000271375.1 RP11-295P22.2 chrY 11473727 11474237 - -ENSG00000234385.1 RCC2P1 chrY 11781052 11782527 - -ENSG00000215583.3 ASS1P6 chrY 11922536 11923769 - -ENSG00000235649.2 MXRA5Y chrY 11957208 11987386 + -ENSG00000236477.1 RPS24P1 chrY 12244752 12245457 + -ENSG00000232226.2 ARSFP1 chrY 12252321 12258033 - -ENSG00000243980.3 RN7SL702P chrY 12273473 12273764 + -ENSG00000232730.1 FAM8A4P chrY 12321623 12322835 + -ENSG00000224060.3 ARSEP1 chrY 12339813 12347495 + -ENSG00000225117.1 ARSDP1 chrY 12354096 12387328 + -ENSG00000206159.10 GYG2P1 chrY 12354416 12420456 - -ENSG00000227447.1 XGY1 chrY 12440046 12507369 - -ENSG00000226863.1 SHROOM2P1 chrY 12537773 12544883 + -ENSG00000233774.1 MED14P1 chrY 12618983 12634402 - -ENSG00000233864.7 TTTY15 chrY 12662334 12692233 + -ENSG00000114374.12 USP9Y chrY 12701231 12860839 + -ENSG00000228411.1 CDY4P chrY 12801973 12803830 - -ENSG00000067048.16 DDX3Y chrY 12904108 12920478 + -ENSG00000234059.1 CASKP1 chrY 12930165 12948182 - -ENSG00000224035.1 SFPQP1 chrY 13083790 13095805 + -ENSG00000235462.1 TAB3P1 chrY 13153931 13162214 - -ENSG00000223915.1 DPPA2P1 chrY 13230884 13231439 + -ENSG00000183878.15 UTY chrY 13248379 13480673 - -ENSG00000215414.4 PSMA6P1 chrY 13286638 13287378 + -ENSG00000252694.1 AC006371.1 chrY 13667960 13668056 - -ENSG00000154620.5 TMSB4Y chrY 13703567 13706024 + -ENSG00000241859.6 ANOS2P chrY 13751656 13915824 + -ENSG00000129864.6 VCY chrY 13985772 13986513 - -ENSG00000129862.6 VCY1B chrY 14056217 14056958 + -ENSG00000235451.1 PNPLA4P1 chrY 14081075 14086600 + -ENSG00000266220.1 AC010723.2 chrY 14252185 14252291 - -ENSG00000223517.1 AC010723.1 chrY 14276212 14277489 - -ENSG00000165246.12 NLGN4Y chrY 14522638 14845650 + -ENSG00000226555.1 AGKP1 chrY 14639096 14640358 + -ENSG00000228787.1 NLGN4Y-AS1 chrY 14793642 14804033 - -ENSG00000236131.1 MED13P1 chrY 14907898 14908068 + -ENSG00000227949.1 CYCSP46 chrY 14941547 14941750 - -ENSG00000224518.2 AC006989.2 chrY 14941746 14942715 + -ENSG00000234620.1 HDHD1P1 chrY 15348662 15456074 - -ENSG00000227166.1 STSP1 chrY 15547216 15593331 + -ENSG00000281069.1 AC017020.2 chrY 15935949 15936020 + -ENSG00000252664.1 AC017020.1 chrY 16062766 16062829 + -ENSG00000252689.1 SNORA20 chrY 16138248 16138379 - -ENSG00000252173.1 RNU6-109P chrY 16248935 16249041 + -ENSG00000252323.1 RNU6-184P chrY 16336283 16336389 - -ENSG00000228518.1 SURF6P1 chrY 17192826 17193652 + -ENSG00000271595.1 TCEB1P35 chrY 17464879 17465214 - -ENSG00000224989.2 FAM41AY1 chrY 17500958 17515018 + -ENSG00000228578.1 TUBB1P2 chrY 17516836 17519038 - -ENSG00000230663.1 FAM224B chrY 17552800 17579754 - -ENSG00000252315.1 RNA5SP520 chrY 17557864 17557976 + -ENSG00000252012.1 RNA5SP521 chrY 17559774 17559889 + -ENSG00000273966.1 pRNA chrY 17568962 17569051 - -ENSG00000238191.3 CLUHP1 chrY 17621259 17625832 - -ENSG00000252038.1 AC068704.1 chrY 17623061 17623155 - -ENSG00000226353.1 TAF9P1 chrY 17628513 17629402 + -ENSG00000275578.1 RP11-357E16.1 chrY 17705968 17708185 - -ENSG00000226449.1 CDY5P chrY 17721598 17723177 + -ENSG00000225896.1 AC007742.3 chrY 17726752 17727080 + -ENSG00000224166.1 PRYP1 chrY 17729528 17744596 - -ENSG00000229129.1 ACTG1P2 chrY 17757001 17758125 - -ENSG00000250868.4 XKRY chrY 17768980 17777400 - -ENSG00000223555.1 USP9YP23 chrY 17782210 17784815 + -ENSG00000235521.1 USP9YP27 chrY 17788315 17789484 - -ENSG00000252513.1 RNU1-128P chrY 17789003 17789162 - -ENSG00000224964.1 TRAPPC2P3 chrY 17797983 17800696 - -ENSG00000226011.1 OFD1P1Y chrY 17809807 17825329 + -ENSG00000225740.1 TCEB1P6 chrY 17837201 17837528 - -ENSG00000129873.6 CDY2B chrY 17877410 17880220 - -ENSG00000229138.1 CDY6P chrY 17882099 17883708 - -ENSG00000224485.1 USP9YP7 chrY 17908755 17910806 + -ENSG00000226116.1 USP9YP6 chrY 17912699 17921630 - -ENSG00000237558.1 CDY7P chrY 17951589 17953500 + -ENSG00000233378.1 USP9YP34 chrY 17984349 17993260 + -ENSG00000237616.1 USP9YP32 chrY 17995201 17997252 - -ENSG00000224033.1 CDY8P chrY 18022299 18023908 + -ENSG00000182415.9 CDY2A chrY 18025787 18028597 + -ENSG00000230412.1 TCEB1P12 chrY 18068483 18068810 + -ENSG00000226611.2 OFD1P2Y chrY 18080681 18096202 - -ENSG00000225895.1 TRAPPC2P8 chrY 18105314 18108102 + -ENSG00000233120.1 USP9YP15 chrY 18116527 18117695 + -ENSG00000252166.1 RNU1-95P chrY 18116848 18117007 + -ENSG00000232744.1 USP9YP16 chrY 18121195 18123799 - -ENSG00000244646.4 XKRY2 chrY 18128610 18137029 + -ENSG00000229465.1 ACTG1P11 chrY 18147884 18149008 + -ENSG00000231311.1 PRYP2 chrY 18161366 18176484 + -ENSG00000236599.1 TCEB1P26 chrY 18178932 18179260 - -ENSG00000232899.1 CDY9P chrY 18182835 18184414 - -ENSG00000229302.1 TAF9P2 chrY 18276607 18277495 - -ENSG00000228945.3 CLUHP2 chrY 18280178 18284761 + -ENSG00000252439.1 AC007241.1 chrY 18282853 18282947 + -ENSG00000233522.1 FAM224A chrY 18326253 18353210 + -ENSG00000278391.1 pRNA chrY 18336960 18337049 + -ENSG00000251953.1 RNA5SP522 chrY 18346123 18346238 - -ENSG00000252667.1 RNA5SP523 chrY 18348035 18348147 - -ENSG00000249726.1 TUBB1P1 chrY 18386974 18389151 + -ENSG00000226362.2 FAM41AY2 chrY 18390994 18405046 - -ENSG00000225716.1 TCEB1P13 chrY 18440797 18441125 + -ENSG00000229406.1 OFD1P4Y chrY 18453150 18472137 - -ENSG00000227494.2 USP9YP14 chrY 18481087 18487400 + -ENSG00000252209.1 RNU1-48P chrY 18486511 18486672 + -ENSG00000249634.1 USP9YP5 chrY 18490915 18494295 - -ENSG00000251510.1 AC022486.1 chrY 18491740 18547698 + -ENSG00000238067.1 XKRYP1 chrY 18508577 18509068 + -ENSG00000233546.1 PRYP5 chrY 18529358 18529623 + -ENSG00000230377.1 TCEB1P7 chrY 18532326 18532656 - -ENSG00000250951.1 USP9YP1 chrY 18540980 18544128 + -ENSG00000172468.13 HSFY1 chrY 18546671 18588963 + -ENSG00000230458.1 GPM6BP1 chrY 18578417 18578560 + -ENSG00000131007.9 TTTY9B chrY 18581206 18590521 - -ENSG00000240438.2 OFD1P5Y chrY 18582063 18629077 - -ENSG00000235479.1 RAB9AP4 chrY 18649671 18650279 + -ENSG00000249606.1 TRAPPC2P7 chrY 18655520 18656190 - -ENSG00000242153.7 OFD1P6Y chrY 18674033 18739197 + -ENSG00000169953.11 HSFY2 chrY 18731440 18828662 - -ENSG00000236429.1 GPM6BP2 chrY 18741843 18741986 - -ENSG00000249501.1 USP9YP2 chrY 18776279 18779427 - -ENSG00000228193.1 TCEB1P14 chrY 18787750 18788080 + -ENSG00000248573.1 PRYP6 chrY 18790709 18791051 - -ENSG00000230904.1 XKRYP2 chrY 18811338 18811829 - -ENSG00000238135.1 USP9YP10 chrY 18826107 18829487 + -ENSG00000224151.1 USP9YP28 chrY 18833002 18839313 - -ENSG00000251970.1 RNU1-41P chrY 18833729 18833890 - -ENSG00000238088.1 OFD1P7Y chrY 18848264 18867280 + -ENSG00000217179.1 MTCYBP2 chrY 18872102 18872272 + -ENSG00000176728.7 TTTY14 chrY 18872501 19077416 - -ENSG00000217896.2 ZNF839P1 chrY 18985175 18986398 + -ENSG00000185275.6 CD24P4 chrY 18992467 18992709 - -ENSG00000252766.1 RNU6-255P chrY 19018983 19019087 - -ENSG00000274282.1 RP11-118E9.1 chrY 19253960 19260875 - -ENSG00000234529.2 GAPDHP19 chrY 19327569 19328573 + -ENSG00000215580.10 BCORP1 chrY 19455431 19503153 - -ENSG00000131002.11 TXLNGY chrY 19567313 19606274 + -ENSG00000279335.1 AC009977.1 chrY 19576009 19576182 - -ENSG00000267793.1 RP11-576C2.1 chrY 19598188 19598757 + -ENSG00000260197.1 RP11-424G14.1 chrY 19691941 19694606 - -ENSG00000012817.15 KDM5D chrY 19703865 19744939 - -ENSG00000274837.1 RP11-356K22.1 chrY 19932130 19932500 - -ENSG00000237997.1 RCC2P2 chrY 19986575 19987852 - -ENSG00000232522.1 ZNF886P chrY 20001185 20012204 - -ENSG00000228764.1 ZNF885P chrY 20390051 20396796 + -ENSG00000229236.1 TTTY10 chrY 20465668 20519228 - -ENSG00000277438.1 RP11-256K9.1 chrY 20570222 20570519 - -ENSG00000198692.9 EIF1AY chrY 20575725 20593154 + -ENSG00000225624.1 TBL1YP1 chrY 20727254 20742900 + -ENSG00000280969.1 RPS4Y2 chrY 20756164 20781032 + -ENSG00000224482.1 HSFY4P chrY 20808776 20811809 - -ENSG00000216844.1 AC009494.3 chrY 20843256 20843710 - -ENSG00000229551.2 GAPDHP17 chrY 20861337 20862337 + -ENSG00000226504.1 TMEM167AP1 chrY 20907344 20907562 - -ENSG00000254488.1 RP11-65G9.1 chrY 21038289 21044724 - -ENSG00000237427.1 TOMM22P1 chrY 21130870 21131181 + -ENSG00000232634.1 NEFLP1 chrY 21221106 21222089 - -ENSG00000226918.1 AC010086.1 chrY 21311268 21318895 + -ENSG00000216102.2 AC010086.2 chrY 21370918 21371003 - -ENSG00000183146.4 PRORY chrY 21382954 21386360 - -ENSG00000223637.7 RBMY2EP chrY 21394991 21401585 - -ENSG00000236615.1 AC010086.5 chrY 21405770 21405995 + -ENSG00000237269.1 RBMY2TP chrY 21430697 21437245 - -ENSG00000235719.3 AC010141.1 chrY 21465384 21467163 - -ENSG00000169849.8 TSPY14P chrY 21468158 21470683 + -ENSG00000169811.8 RBMY1HP chrY 21493519 21501968 + -ENSG00000242393.1 AC010141.4 chrY 21508299 21510470 - -ENSG00000242875.6 RBMY1B chrY 21511338 21549094 + -ENSG00000234414.7 RBMY1A1 chrY 21511372 21549326 + -ENSG00000228257.1 AC010141.6 chrY 21531839 21534011 - -ENSG00000227989.1 AC010141.8 chrY 21555852 21558070 - -ENSG00000184991.2 TTTY13 chrY 21583600 21594666 - -ENSG00000271123.1 TCEB1P5 chrY 21631683 21632015 - -ENSG00000226042.1 CDY10P chrY 21637475 21639041 - -ENSG00000237023.1 USP9YP3 chrY 21661926 21674008 + -ENSG00000229416.1 USP9YP8 chrY 21677246 21681118 - -ENSG00000230029.1 CDY11P chrY 21696570 21698220 + -ENSG00000277519.1 OFD1P16Y chrY 21817579 21818218 - -ENSG00000229725.1 AC007322.1 chrY 21871331 21873550 + -ENSG00000244395.6 RBMY1D chrY 21880076 21894526 - -ENSG00000242389.7 RBMY1E chrY 21880076 21918067 - -ENSG00000251618.1 AC007322.3 chrY 21895394 21897559 + -ENSG00000227444.1 AC007322.5 chrY 21918935 21921106 + -ENSG00000226092.4 RBMY2AP chrY 21927521 21937150 - -ENSG00000237968.1 AC007322.7 chrY 21940012 21941593 + -ENSG00000231159.1 OFD1P8Y chrY 21972313 22005349 + -ENSG00000232475.1 HSFY5P chrY 22048554 22049347 - -ENSG00000229553.1 USP9YP17 chrY 22049755 22058113 - -ENSG00000228850.1 CDY12P chrY 22064698 22065712 + -ENSG00000232029.1 TCEB1P15 chrY 22068820 22069151 + -ENSG00000169807.10 PRY2 chrY 22071756 22096007 - -ENSG00000236951.5 AC007359.6 chrY 22100814 22147484 - -ENSG00000131548.7 TTTY6B chrY 22144966 22146831 + -ENSG00000169800.13 RBMY1F chrY 22168542 22182982 - -ENSG00000229159.1 TSPY23P chrY 22183850 22186021 + -ENSG00000225615.1 RBMY2UP chrY 22198429 22203712 + -ENSG00000229234.1 RBMY1KP chrY 22209331 22216580 + -ENSG00000215560.2 TTTY5 chrY 22296798 22298876 - -ENSG00000229940.1 TSPY22P chrY 22305925 22307951 - -ENSG00000226941.7 RBMY1J chrY 22308823 22417881 + -ENSG00000243040.6 RBMY2FP chrY 22308859 22321825 + -ENSG00000259247.1 TTTY25P chrY 22330452 22332500 + -ENSG00000237902.1 TSPY21P chrY 22400403 22402568 - -ENSG00000235059.5 AC008175.1 chrY 22438940 22485592 + -ENSG00000131538.7 TTTY6 chrY 22439593 22441458 - -ENSG00000169789.10 PRY chrY 22490397 22514637 + -ENSG00000234131.1 TCEB1P8 chrY 22517242 22517573 - -ENSG00000224873.1 CDY13P chrY 22520681 22521695 - -ENSG00000230814.1 USP9YP24 chrY 22528281 22536639 + -ENSG00000228571.1 HSFY7P chrY 22537047 22537849 + -ENSG00000230476.1 OFD1P9Y chrY 22580989 22614081 - -ENSG00000273589.1 RP11-427G18.1 chrY 22646031 22646327 - -ENSG00000224657.9 RBMY2BP chrY 22649245 22658878 + -ENSG00000224917.1 AC016694.2 chrY 22670616 22672859 - -ENSG00000230727.1 RBMY2WP chrY 22762851 22769787 - -ENSG00000228240.1 TTTY17A chrY 22851584 22852715 + -ENSG00000276829.1 RP11-473E1.1 chrY 22861112 22861834 - -ENSG00000215537.3 ZNF736P11Y chrY 22866544 22867756 - -ENSG00000226906.1 TTTY4 chrY 22936455 22973284 + -ENSG00000183753.9 BPY2 chrY 22973819 23005465 + -ENSG00000244000.1 AC006366.3 chrY 23017063 23017821 + -ENSG00000232764.1 TRIM60P8Y chrY 23025594 23026663 + -ENSG00000233126.3 ZNF736P3Y chrY 23049247 23051195 + -ENSG00000227251.1 TRIM60P9Y chrY 23058030 23059186 + -ENSG00000188120.14 DAZ1 chrY 23129355 23199094 - -ENSG00000205944.11 DAZ2 chrY 23219434 23291356 + -ENSG00000205936.3 PPP1R12BP2 chrY 23379484 23392697 + -ENSG00000251925.1 SNORA70 chrY 23423099 23423236 - -ENSG00000225189.1 REREP1Y chrY 23462465 23472280 + -ENSG00000230073.1 AC009947.2 chrY 23523321 23525369 + -ENSG00000215540.10 RBMY2CP chrY 23537308 23546942 - -ENSG00000236647.1 AC009947.5 chrY 23549809 23551385 + -ENSG00000225466.1 OFD1P10Y chrY 23581595 23614640 + -ENSG00000224169.1 HSFY6P chrY 23657839 23659058 - -ENSG00000223407.1 USP9YP18 chrY 23659466 23667822 - -ENSG00000226873.1 CDY14P chrY 23674379 23675392 + -ENSG00000227915.1 TCEB1P16 chrY 23678504 23678835 + -ENSG00000169763.14 PRYP3 chrY 23681440 23694579 - -ENSG00000236620.1 XKRYP3 chrY 23715922 23726808 - -ENSG00000224866.1 USP9YP25 chrY 23734193 23736249 + -ENSG00000232424.1 USP9YP29 chrY 23740258 23746693 - -ENSG00000252681.1 RNU1-97P chrY 23740942 23741105 - -ENSG00000232910.1 RAB9AP1 chrY 23751188 23751760 + -ENSG00000232845.1 TRAPPC2P9 chrY 23762838 23765583 - -ENSG00000237302.1 OFD1P11Y chrY 23771232 23798150 + -ENSG00000231540.1 TCEB1P9 chrY 23808821 23809059 - -ENSG00000223362.1 CDY15P chrY 23855522 23857091 - -ENSG00000231026.1 XKRYP4 chrY 23917241 23917723 - -ENSG00000224571.1 USP9YP13 chrY 23919905 23921510 + -ENSG00000226369.1 USP9YP11 chrY 23934953 23940101 + -ENSG00000280961.1 TTTY3B chrY 23936727 23941622 - -ENSG00000227871.1 USP9YP12 chrY 23945927 23952293 - -ENSG00000251917.1 RNU1-86P chrY 23946618 23946771 - -ENSG00000231423.1 RAB9AP5 chrY 23956569 23960218 + -ENSG00000228465.1 TRAPPC2P10 chrY 23967564 23970694 - -ENSG00000232585.1 OFD1P12Y chrY 23972780 23995081 + -ENSG00000234081.1 TCEB1P10 chrY 24006911 24007237 - -ENSG00000172352.5 CDY1B chrY 24045229 24048019 - -ENSG00000231375.1 CDY17P chrY 24049878 24051487 - -ENSG00000237467.1 USP9YP35 chrY 24077799 24079812 + -ENSG00000229250.1 USP9YP31 chrY 24081704 24090346 - -ENSG00000232205.1 CDY18P chrY 24104107 24106018 + -ENSG00000235981.2 AC023274.4 chrY 24142358 24157843 + -ENSG00000223698.3 GOLGA6L11P chrY 24168187 24174494 + -ENSG00000278844.1 AC023274.1 chrY 24172086 24172151 + -ENSG00000242854.1 DNM1P24 chrY 24179316 24183505 - -ENSG00000230977.1 AC023274.6 chrY 24182477 24183071 + -ENSG00000244231.1 CSPG4P2Y chrY 24183434 24187231 - -ENSG00000172342.5 CSPG4P3Y chrY 24186509 24191870 - -ENSG00000279287.1 AC012005.4 chrY 24196425 24206144 - -ENSG00000239533.6 GOLGA2P2Y chrY 24209567 24215581 - -ENSG00000278686.1 AC012005.2 chrY 24210050 24210132 - -ENSG00000274234.1 RN7SL818P chrY 24210958 24211216 - -ENSG00000277197.1 AC012005.1 chrY 24213354 24213419 - -ENSG00000225491.1 UBE2Q2P4Y chrY 24232826 24238984 - -ENSG00000224827.1 LINC00265-2P chrY 24276245 24277026 + -ENSG00000233740.1 CICP2 chrY 24278337 24281140 - -ENSG00000248792.1 LINC00266-2P chrY 24278681 24291346 + -ENSG00000279274.1 AC012005.3 chrY 24362031 24362436 - -ENSG00000234399.1 RBMY2XP chrY 24396604 24403526 - -ENSG00000227439.1 TTTY17B chrY 24485332 24486463 + -ENSG00000224210.1 TRIM60P5Y chrY 24494709 24495583 - -ENSG00000232003.2 ZNF736P12Y chrY 24500263 24501505 - -ENSG00000235412.1 TTTY4B chrY 24570202 24607025 + -ENSG00000183795.8 BPY2B chrY 24607560 24639207 + -ENSG00000240566.1 AC010153.3 chrY 24650808 24651534 + -ENSG00000232976.1 TRIM60P10Y chrY 24659337 24660406 + -ENSG00000226270.3 ZNF736P2Y chrY 24683657 24684935 + -ENSG00000227837.1 TRIM60P11Y chrY 24691791 24692932 + -ENSG00000187191.14 DAZ3 chrY 24763069 24813492 - -ENSG00000205916.10 DAZ4 chrY 24833820 24907040 + -ENSG00000278602.1 RP11-539D10.1 chrY 24977176 24978317 - -ENSG00000223978.1 ZNF736P1Y chrY 24985201 24986476 - -ENSG00000278197.1 RP11-539D10.2 chrY 25009700 25010769 - -ENSG00000230819.1 ZNF736P5Y chrY 25018499 25019303 - -ENSG00000185894.8 BPY2C chrY 25030901 25062548 - -ENSG00000228296.1 TTTY4C chrY 25063083 25099892 - -ENSG00000236379.2 ZNF736P4Y chrY 25168599 25169841 + -ENSG00000274899.1 RP11-566H16.1 chrY 25174520 25175237 + -ENSG00000223641.1 TTTY17C chrY 25183643 25184773 - -ENSG00000227633.1 RBMY2YP chrY 25266584 25273531 + -ENSG00000279115.1 AC006386.1 chrY 25307702 25308107 + -ENSG00000228786.5 LINC00266-4P chrY 25378300 25394719 - -ENSG00000233652.1 CICP1 chrY 25388992 25391811 + -ENSG00000233944.1 LINC00265-3P chrY 25393154 25394056 - -ENSG00000223636.1 UBE2Q2P5Y chrY 25431156 25437315 + -ENSG00000172297.7 GOLGA2P3Y chrY 25454561 25460572 + -ENSG00000278258.1 AC006328.3 chrY 25456723 25456788 + -ENSG00000278242.1 RN7SL725P chrY 25458926 25459184 + -ENSG00000252471.1 AC006328.1 chrY 25460010 25460092 + -ENSG00000280301.1 AC006328.4 chrY 25463994 25473714 + -ENSG00000172294.7 CSPG4P4Y chrY 25478269 25483630 + -ENSG00000240450.1 CSPG4P1Y chrY 25482908 25486705 + -ENSG00000239304.1 DNM1P48 chrY 25486640 25487322 + -ENSG00000233619.1 AC006328.9 chrY 25487284 25487662 - -ENSG00000197092.5 GOLGA6L16P chrY 25495651 25501958 - -ENSG00000273504.1 AC006328.2 chrY 25497994 25498059 - -ENSG00000235583.2 AC007562.1 chrY 25512301 25527786 - -ENSG00000237823.1 CDY19P chrY 25564122 25566033 - -ENSG00000229709.1 USP9YP36 chrY 25579790 25588444 + -ENSG00000232064.1 USP9YP33 chrY 25590323 25592345 - -ENSG00000225609.1 CDY20P chrY 25618644 25620253 + -ENSG00000172288.7 CDY1 chrY 25622162 25624902 + -ENSG00000270535.1 TCEB1P34 chrY 25662900 25663226 + -ENSG00000225287.1 OFD1P13Y chrY 25675060 25697346 - -ENSG00000225256.1 TRAPPC2P5 chrY 25699451 25702562 + -ENSG00000223856.1 RAB9AP2 chrY 25709908 25713557 - -ENSG00000235004.1 USP9YP30 chrY 25723016 25724186 + -ENSG00000252426.1 RNU1-107P chrY 25723342 25723495 + -ENSG00000231141.1 TTTY3 chrY 25728490 25733388 + -ENSG00000232614.1 USP9YP9 chrY 25730011 25735160 - -ENSG00000225326.1 USP9YP19 chrY 25748596 25750206 - -ENSG00000223406.1 XKRYP5 chrY 25752388 25752870 + -ENSG00000229343.1 CDY22P chrY 25813013 25814566 + -ENSG00000232695.1 TCEB1P17 chrY 25860943 25861268 + -ENSG00000235511.1 OFD1P18Y chrY 25871931 25898653 - -ENSG00000232914.1 TRAPPC2P4 chrY 25904518 25907250 + -ENSG00000223655.1 RAB9AP3 chrY 25918323 25918895 - -ENSG00000230854.1 USP9YP20 chrY 25923388 25929826 + -ENSG00000252625.1 RNU1-40P chrY 25928979 25929142 + -ENSG00000227635.1 USP9YP21 chrY 25933833 25935881 - -ENSG00000237546.1 XKRYP6 chrY 25943268 25954152 + -ENSG00000172283.10 PRYP4 chrY 25975549 25988069 + -ENSG00000227867.1 TCEB1P11 chrY 25991241 25991572 - -ENSG00000231716.1 CDY23P chrY 25994684 25995697 - -ENSG00000234744.1 USP9YP26 chrY 26002254 26008856 + -ENSG00000233156.1 HSFY8P chrY 26011435 26012237 + -ENSG00000234888.1 OFD1P15Y chrY 26055779 26088493 - -ENSG00000215507.10 RBMY2DP chrY 26123674 26133308 + -ENSG00000235014.1 REREP2Y chrY 26198331 26208148 - -ENSG00000225876.1 AC024067.1 chrY 26244351 26244573 - -ENSG00000251796.1 SNORA70 chrY 26247384 26247521 + -ENSG00000229238.3 PPP1R12BP1 chrY 26277923 26354418 - -ENSG00000252948.1 RNU6-1314P chrY 26360989 26361092 + -ENSG00000233843.1 CYCSP48 chrY 26400611 26401230 + -ENSG00000188399.5 ANKRD36P1 chrY 26409815 26420535 + -ENSG00000275510.1 AC013734.1 chrY 26411059 26411158 - -ENSG00000277146.1 RP11-557B9.1 chrY 26453982 26454092 + -ENSG00000215506.5 TPTE2P4 chrY 26508213 26579690 + -ENSG00000224240.1 CYCSP49 chrY 26549425 26549743 + -ENSG00000227629.1 SLC25A15P1 chrY 26586642 26591601 - -ENSG00000237917.1 PARP4P1 chrY 26594851 26634652 - -ENSG00000231514.1 FAM58CP chrY 26626520 26627159 - -ENSG00000235857.1 CTBP2P1 chrY 56855244 56855488 + -ENSGR0000168939.10 SPRY3 chrY 56954332 56968979 + -ENSGR0000237801.5 AMD1P2 chrY 57015105 57016096 - -ENSGR0000237040.5 DPH3P2 chrY 57062156 57062405 + -ENSGR0000124333.14 VAMP7 chrY 57067813 57130289 + -ENSGR0000228410.5 TCEB1P24 chrY 57165512 57165845 - -ENSGR0000223484.6 TRPC6P chrY 57171890 57172769 - -ENSGR0000124334.16 IL9R chrY 57184101 57197337 + -ENSGR0000270726.5 AJ271736.10 chrY 57190738 57208756 + -ENSGR0000185203.11 WASIR1 chrY 57201143 57203357 - -ENSGR0000182484.14 WASH6P chrY 57207346 57212230 + -ENSGR0000276543.4 AJ271736.1 chrY 57209151 57209218 + -ENSGR0000227159.7 DDX11L16 chrY 57212184 57214397 - -ENSG00000210049.1 MT-TF chrM 577 647 + -ENSG00000211459.2 MT-RNR1 chrM 648 1601 + -ENSG00000210077.1 MT-TV chrM 1602 1670 + -ENSG00000210082.2 MT-RNR2 chrM 1671 3229 + -ENSG00000209082.1 MT-TL1 chrM 3230 3304 + -ENSG00000198888.2 MT-ND1 chrM 3307 4262 + -ENSG00000210100.1 MT-TI chrM 4263 4331 + -ENSG00000210107.1 MT-TQ chrM 4329 4400 - -ENSG00000210112.1 MT-TM chrM 4402 4469 + -ENSG00000198763.3 MT-ND2 chrM 4470 5511 + -ENSG00000210117.1 MT-TW chrM 5512 5579 + -ENSG00000210127.1 MT-TA chrM 5587 5655 - -ENSG00000210135.1 MT-TN chrM 5657 5729 - -ENSG00000210140.1 MT-TC chrM 5761 5826 - -ENSG00000210144.1 MT-TY chrM 5826 5891 - -ENSG00000198804.2 MT-CO1 chrM 5904 7445 + -ENSG00000210151.2 MT-TS1 chrM 7446 7514 - -ENSG00000210154.1 MT-TD chrM 7518 7585 + -ENSG00000198712.1 MT-CO2 chrM 7586 8269 + -ENSG00000210156.1 MT-TK chrM 8295 8364 + -ENSG00000228253.1 MT-ATP8 chrM 8366 8572 + -ENSG00000198899.2 MT-ATP6 chrM 8527 9207 + -ENSG00000198938.2 MT-CO3 chrM 9207 9990 + -ENSG00000210164.1 MT-TG chrM 9991 10058 + -ENSG00000198840.2 MT-ND3 chrM 10059 10404 + -ENSG00000210174.1 MT-TR chrM 10405 10469 + -ENSG00000212907.2 MT-ND4L chrM 10470 10766 + -ENSG00000198886.2 MT-ND4 chrM 10760 12137 + -ENSG00000210176.1 MT-TH chrM 12138 12206 + -ENSG00000210184.1 MT-TS2 chrM 12207 12265 + -ENSG00000210191.1 MT-TL2 chrM 12266 12336 + -ENSG00000198786.2 MT-ND5 chrM 12337 14148 + -ENSG00000198695.2 MT-ND6 chrM 14149 14673 - -ENSG00000210194.1 MT-TE chrM 14674 14742 - -ENSG00000198727.2 MT-CYB chrM 14747 15887 + -ENSG00000210195.2 MT-TT chrM 15888 15953 + -ENSG00000210196.2 MT-TP chrM 15956 16023 - diff --git a/0.expression-download/download/grein_count_matrix.pkl b/0.expression-download/download/grein_count_matrix.pkl deleted file mode 100644 index f118f3821..000000000 --- a/0.expression-download/download/grein_count_matrix.pkl +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a38ce8566c11575d78d7d0e261ba15aff02e4211c953b46dfb555e72be07d8ff -size 21805425 diff --git a/0.expression-download/download/target_RSEM_gene_fpkm.gz b/0.expression-download/download/target_RSEM_gene_fpkm.gz deleted file mode 100644 index a7da0a47f..000000000 --- a/0.expression-download/download/target_RSEM_gene_fpkm.gz +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4584cca6e5befebaead5f1865f23f517321dfc52cf9e752d87219f0bc33a14fc -size 55867164 diff --git a/0.expression-download/results/full_sample_counts.tsv b/0.expression-download/results/full_sample_counts.tsv deleted file mode 100644 index e38884fda..000000000 --- a/0.expression-download/results/full_sample_counts.tsv +++ /dev/null @@ -1,94 +0,0 @@ -tissue n = dataset -ACC 79 TCGA -ALL 194 TARGET -AML 196 TARGET -AML-IF 32 TARGET -Adipose - Subcutaneous 442 GTEX -Adipose - Visceral (Omentum) 355 GTEX -Adrenal Gland 190 GTEX -Artery - Aorta 299 GTEX -Artery - Coronary 173 GTEX -Artery - Tibial 441 GTEX -BLCA 427 TCGA -BRCA 1218 TCGA -Bladder 11 GTEX -Brain - Amygdala 100 GTEX -Brain - Anterior cingulate cortex (BA24) 121 GTEX -Brain - Caudate (basal ganglia) 160 GTEX -Brain - Cerebellar Hemisphere 136 GTEX -Brain - Cerebellum 173 GTEX -Brain - Cortex 158 GTEX -Brain - Frontal Cortex (BA9) 129 GTEX -Brain - Hippocampus 123 GTEX -Brain - Hypothalamus 121 GTEX -Brain - Nucleus accumbens (basal ganglia) 147 GTEX -Brain - Putamen (basal ganglia) 124 GTEX -Brain - Spinal cord (cervical c-1) 91 GTEX -Brain - Substantia nigra 88 GTEX -Breast - Mammary Tissue 290 GTEX -CCSK 13 TARGET -CESC 310 TCGA -CHOL 45 TCGA -COAD 495 TCGA -Cells - EBV-transformed lymphocytes 130 GTEX -Cells - Transformed fibroblasts 343 GTEX -Cervix - Ectocervix 6 GTEX -Cervix - Endocervix 5 GTEX -Colon - Sigmoid 233 GTEX -Colon - Transverse 274 GTEX -DLBC 48 TCGA -ESCA 196 TCGA -Esophagus - Gastroesophageal Junction 244 GTEX -Esophagus - Mucosa 407 GTEX -Esophagus - Muscularis 370 GTEX -Fallopian Tube 7 GTEX -GBM 172 TCGA -HNSC 566 TCGA -Heart - Atrial Appendage 297 GTEX -Heart - Left Ventricle 303 GTEX -KICH 91 TCGA -KIRC 606 TCGA -KIRP 323 TCGA -Kidney - Cortex 45 GTEX -LAML 173 TCGA -LGG 530 TCGA -LIHC 423 TCGA -LUAD 576 TCGA -LUSC 553 TCGA -Liver 175 GTEX -Lung 427 GTEX -MESO 87 TCGA -Minor Salivary Gland 97 GTEX -Muscle - Skeletal 564 GTEX -NBL 162 TARGET -Nerve - Tibial 414 GTEX -OV 308 TCGA -Ovary 133 GTEX -PAAD 183 TCGA -PCPG 187 TCGA -PRAD 550 TCGA -Pancreas 248 GTEX -Pituitary 183 GTEX -Prostate 152 GTEX -READ 171 TCGA -RT 5 TARGET -SARC 265 TCGA -SKCM 474 TCGA -STAD 450 TCGA -Skin - Not Sun Exposed (Suprapubic) 387 GTEX -Skin - Sun Exposed (Lower leg) 473 GTEX -Small Intestine - Terminal Ileum 137 GTEX -Spleen 162 GTEX -Stomach 262 GTEX -TGCT 156 TCGA -THCA 572 TCGA -THYM 122 TCGA -Testis 259 GTEX -Thyroid 446 GTEX -UCEC 567 TCGA -UCS 57 TCGA -UVM 80 TCGA -Uterus 111 GTEX -Vagina 115 GTEX -WT 132 TARGET -Whole Blood 407 GTEX diff --git a/0.expression-download/scripts/nbconverted/1A.download-pancanatlas-data.py b/0.expression-download/scripts/nbconverted/1A.download-pancanatlas-data.py deleted file mode 100644 index 908ca0371..000000000 --- a/0.expression-download/scripts/nbconverted/1A.download-pancanatlas-data.py +++ /dev/null @@ -1,33 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Download TCGA PanCanAtlas Data for Compression -# -# The notebook downloads gene expression and clinical data from The Cancer Genome Atlas PanCanAtlas project. The data is accessed directly from the [Genome Data Commons](https://gdc.cancer.gov/about-data/publications/pancanatlas). - -# In[1]: - - -import os -from urllib.request import urlretrieve - - -# In[2]: - - -url = 'http://api.gdc.cancer.gov/data/9a4679c3-855d-4055-8be9-3577ce10f66e' -name = 'EBPlusPlusAdjustPANCAN_IlluminaHiSeq_RNASeqV2-v2.geneExp.tsv' -path = os.path.join('download', name) - - -# In[3]: - - -urlretrieve(url, path) - - -# In[4]: - - -get_ipython().system(" sha256sum 'download/EBPlusPlusAdjustPANCAN_IlluminaHiSeq_RNASeqV2-v2.geneExp.tsv'") - diff --git a/0.expression-download/scripts/nbconverted/1B.download-target-data.py b/0.expression-download/scripts/nbconverted/1B.download-target-data.py deleted file mode 100644 index 2b1f27462..000000000 --- a/0.expression-download/scripts/nbconverted/1B.download-target-data.py +++ /dev/null @@ -1,79 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Download TARGET Pan Cancer Data for Compression -# -# The notebook downloads gene expression and clinical data from The TARGET project. The data is downloaded from [UCSC Xena](https://xenabrowser.net/datapages/?dataset=target_RSEM_gene_fpkm&host=https%3A%2F%2Ftoil.xenahubs.net). -# -# The data is in `log2(FPKM)` RSEM transformed. - -# In[1]: - - -import os -from urllib.request import urlretrieve - - -# In[2]: - - -# Get Gene Expression Data -url = 'https://toil.xenahubs.net/download/' -name = 'target_RSEM_gene_fpkm.gz' - -path = os.path.join('download', name) - - -# In[3]: - - -urlretrieve('{}{}'.format(url, name), path) - - -# In[4]: - - -get_ipython().system(" sha256sum 'download/target_RSEM_gene_fpkm.gz'") - - -# In[5]: - - -# Get Probe Mappings -name = 'gencode.v23.annotation.gene.probemap' - -path = os.path.join('download', name) - - -# In[6]: - - -urlretrieve('{}probeMap/{}'.format(url, name), path) - - -# In[7]: - - -get_ipython().system(" sha256sum 'download/gencode.v23.annotation.gene.probemap'") - - -# In[8]: - - -# Get Sample Identifiers -name = 'TARGET_phenotype.gz' - -path = os.path.join('download', name) - - -# In[9]: - - -urlretrieve('{}{}'.format(url, name), path) - - -# In[10]: - - -get_ipython().system(" sha256sum 'download/TARGET_phenotype.gz'") - diff --git a/0.expression-download/scripts/nbconverted/1C.download-gtex-phenotype-data.py b/0.expression-download/scripts/nbconverted/1C.download-gtex-phenotype-data.py deleted file mode 100644 index d6f9ee27a..000000000 --- a/0.expression-download/scripts/nbconverted/1C.download-gtex-phenotype-data.py +++ /dev/null @@ -1,53 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Download GTEx Phenotype Data -# -# **Gregory Way, 2019** - -# In[1]: - - -import os -from urllib.request import urlretrieve - - -# In[2]: - - -name = "GTEx_v7_Annotations_SubjectPhenotypesDS.txt" -url = "https://storage.googleapis.com/gtex_analysis_v7/annotations/{}".format(name) -path = os.path.join('download', name) - - -# In[3]: - - -urlretrieve(url, path) - - -# In[4]: - - -get_ipython().system(' md5sum ../0.expression-download/download/GTEx_v7_Annotations_SubjectPhenotypesDS.txt') - - -# In[5]: - - -name = "GTEx_v7_Annotations_SampleAttributesDS.txt" -url = "https://storage.googleapis.com/gtex_analysis_v7/annotations/{}".format(name) -path = os.path.join('download', name) - - -# In[6]: - - -urlretrieve(url, path) - - -# In[7]: - - -get_ipython().system(' md5sum ../0.expression-download/download/GTEx_v7_Annotations_SampleAttributesDS.txt') - diff --git a/0.expression-download/scripts/nbconverted/2A.process-pancanatlas-data.py b/0.expression-download/scripts/nbconverted/2A.process-pancanatlas-data.py deleted file mode 100644 index 34e984af3..000000000 --- a/0.expression-download/scripts/nbconverted/2A.process-pancanatlas-data.py +++ /dev/null @@ -1,265 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Process TCGA PanCanAtlas Data -# -# Retrieve the downloaded expression data, update gene identifiers to entrez, and curate sample IDs. The script will also identify a balanced hold-out test set to compare projection performance into learned latent spaces across algorithms. - -# In[1]: - - -import os -import random -import pandas as pd -from sklearn.model_selection import train_test_split - - -# In[2]: - - -random.seed(1234) - - -# ## Read TCGA Barcode Curation Information -# -# Extract information from TCGA barcodes - `cancer-type` and `sample-type`. See https://github.com/cognoma/cancer-data for more details - -# In[3]: - - -# Commit from https://github.com/cognoma/cancer-data/ -sample_commit = 'da832c5edc1ca4d3f665b038d15b19fced724f4c' - - -# In[4]: - - -url = 'https://raw.githubusercontent.com/cognoma/cancer-data/{}/mapping/tcga_cancertype_codes.csv'.format(sample_commit) -cancer_types_df = pd.read_csv(url, - dtype='str', - keep_default_na=False) - -cancertype_codes_dict = dict(zip(cancer_types_df['TSS Code'], - cancer_types_df.acronym)) -cancer_types_df.head(2) - - -# In[5]: - - -url = 'https://raw.githubusercontent.com/cognoma/cancer-data/{}/mapping/tcga_sampletype_codes.csv'.format(sample_commit) -sample_types_df = pd.read_csv(url, dtype='str') - -sampletype_codes_dict = dict(zip(sample_types_df.Code, - sample_types_df.Definition)) -sample_types_df.head(2) - - -# ## Read Entrez ID Curation Information -# -# Load curated gene names from versioned resource. See https://github.com/cognoma/genes for more details - -# In[6]: - - -# Commit from https://github.com/cognoma/genes -genes_commit = 'ad9631bb4e77e2cdc5413b0d77cb8f7e93fc5bee' - - -# In[7]: - - -url = 'https://raw.githubusercontent.com/cognoma/genes/{}/data/genes.tsv'.format(genes_commit) -gene_df = pd.read_table(url) - -# Only consider protein-coding genes -gene_df = ( - gene_df.query("gene_type == 'protein-coding'") -) - -print(gene_df.shape) -gene_df.head(2) - - -# In[8]: - - -# Load gene updater - define up to date Entrez gene identifiers where appropriate -url = 'https://raw.githubusercontent.com/cognoma/genes/{}/data/updater.tsv'.format(genes_commit) -updater_df = pd.read_table(url) - -old_to_new_entrez = dict(zip(updater_df.old_entrez_gene_id, - updater_df.new_entrez_gene_id)) - - -# ## Read Gene Expression Data - -# In[9]: - - -file = os.path.join('download', 'EBPlusPlusAdjustPANCAN_IlluminaHiSeq_RNASeqV2-v2.geneExp.tsv') -tcga_expr_df = pd.read_table(file, index_col=0) - -print(tcga_expr_df.shape) -tcga_expr_df.head() - - -# ## Process gene expression matrix -# -# This involves updating Entrez gene ids, sorting and subsetting. - -# In[10]: - - -# Set index as entrez_gene_id -tcga_expr_df.index = tcga_expr_df.index.map(lambda x: x.split('|')[1]) - - -# In[11]: - - -tcga_expr_df = (tcga_expr_df - .dropna(axis='rows') - .rename(index=old_to_new_entrez) - .groupby(level=0).mean() - .transpose() - .sort_index(axis='rows') - .sort_index(axis='columns') -) - -tcga_expr_df.index.rename('sample_id', inplace=True) - - -# In[12]: - - -# Update sample IDs to remove multiple samples measured on the same tumor -# and to map with the clinical information -tcga_expr_df.index = tcga_expr_df.index.str.slice(start=0, stop=15) -tcga_expr_df = tcga_expr_df.loc[~tcga_expr_df.index.duplicated(), :] - - -# In[13]: - - -# Filter for valid Entrez gene identifiers -tcga_expr_df = tcga_expr_df.loc[:, tcga_expr_df.columns.isin(gene_df.entrez_gene_id.astype(str))] - - -# In[14]: - - -print(tcga_expr_df.shape) -tcga_expr_df.head() - - -# ## Process TCGA cancer-type and sample-type info from barcodes -# -# Cancer-type includes `OV`, `BRCA`, `LUSC`, `LUAD`, etc. while sample-type includes `Primary`, `Metastatic`, `Solid Tissue Normal`, etc. -# -# See https://gdc.cancer.gov/resources-tcga-users/tcga-code-tables/tissue-source-site-codes for more details. -# -# The goal is to use this info to stratify training (90%) and testing (10%) balanced by cancer-type and sample-type. - -# In[15]: - - -# Extract sample type in the order of the gene expression matrix -tcga_id = pd.DataFrame(tcga_expr_df.index) - -# Extract the last two digits of the barcode and recode sample-type -tcga_id = tcga_id.assign(sample_type = tcga_id.sample_id.str[-2:]) -tcga_id.sample_type = tcga_id.sample_type.replace(sampletype_codes_dict) - -# Extract the first two ID numbers after `TCGA-` and recode cancer-type -tcga_id = tcga_id.assign(cancer_type = tcga_id.sample_id.str[5:7]) -tcga_id.cancer_type = tcga_id.cancer_type.replace(cancertype_codes_dict) - -# Append cancer-type with sample-type to generate stratification variable -tcga_id = tcga_id.assign(stratify_samples = tcga_id.cancer_type.str.cat(tcga_id.sample_type)) - -# Get stratification counts - function cannot work with singleton strats -stratify_counts = tcga_id.stratify_samples.value_counts().to_dict() - -# Recode stratification variables if they are singletons -tcga_id = tcga_id.assign(stratify_samples_count = tcga_id.stratify_samples) -tcga_id.stratify_samples_count = tcga_id.stratify_samples_count.replace(stratify_counts) -tcga_id.loc[tcga_id.stratify_samples_count == 1, "stratify_samples"] = "other" - - -# In[16]: - - -# Write out files for downstream use -file = os.path.join('data', 'tcga_sample_identifiers.tsv') - -( - tcga_id.drop(['stratify_samples', 'stratify_samples_count'], axis='columns') - .to_csv(file, sep='\t', index=False) -) - -print(tcga_id.shape) -tcga_id.head() - - -# In[17]: - - -cancertype_count_df = ( - pd.DataFrame(tcga_id.cancer_type.value_counts()) - .reset_index() - .rename({'index': 'cancertype', 'cancer_type': 'n ='}, axis='columns') -) - -file = os.path.join('data', 'tcga_sample_counts.tsv') -cancertype_count_df.to_csv(file, sep='\t', index=False) - -cancertype_count_df - - -# ## Stratify Balanced Training and Testing Sets in TCGA Gene Expression -# -# Output training and testing gene expression datasets - -# In[18]: - - -train_df, test_df = train_test_split(tcga_expr_df, - test_size=0.1, - random_state=123, - stratify=tcga_id.stratify_samples_count) - - -# In[19]: - - -print(train_df.shape) -test_df.shape - - -# In[20]: - - -train_file = os.path.join('data', 'train_tcga_expression_matrix_processed.tsv.gz') -train_df.to_csv(train_file, sep='\t', compression='gzip', float_format='%.3g') - - -# In[21]: - - -test_file = os.path.join('data', 'test_tcga_expression_matrix_processed.tsv.gz') -test_df.to_csv(test_file, sep='\t', compression='gzip', float_format='%.3g') - - -# ## Sort genes based on median absolute deviation and output to file - -# In[22]: - - -# Determine most variably expressed genes and subset -mad_genes_df = pd.DataFrame(train_df.mad(axis=0).sort_values(ascending=False)).reset_index() -mad_genes_df.columns = ['gene_id', 'median_absolute_deviation'] - -file = os.path.join('data', 'tcga_mad_genes.tsv') -mad_genes_df.to_csv(file, sep='\t', index=False) - diff --git a/0.expression-download/scripts/nbconverted/2B.process-target-data.py b/0.expression-download/scripts/nbconverted/2B.process-target-data.py deleted file mode 100644 index 7a5bb49b1..000000000 --- a/0.expression-download/scripts/nbconverted/2B.process-target-data.py +++ /dev/null @@ -1,191 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Process TARGET PanCancer Data -# -# Retrieve the downloaded expression data, update gene identifiers to entrez, and curate sample IDs. The script will also identify a balanced hold-out test set to compare projection performance into learned latent spaces across algorithms. - -# In[1]: - - -import os -import random -import pandas as pd -from sklearn.model_selection import train_test_split - - -# In[2]: - - -random.seed(1234) - - -# ## Read Phenotype Information - -# In[3]: - - -path = os.path.join('download', 'TARGET_phenotype.gz') -pheno_df = pd.read_table(path) - -print(pheno_df.shape) -pheno_df.head(3) - - -# ## Read Entrez ID Curation Information -# -# Load curated gene names from versioned resource. See https://github.com/cognoma/genes for more details - -# In[4]: - - -# Commit from https://github.com/cognoma/genes -genes_commit = 'ad9631bb4e77e2cdc5413b0d77cb8f7e93fc5bee' - - -# In[5]: - - -url = 'https://raw.githubusercontent.com/cognoma/genes/{}/data/genes.tsv'.format(genes_commit) -gene_df = pd.read_table(url) - -# Only consider protein-coding genes -gene_df = ( - gene_df.query("gene_type == 'protein-coding'") -) - -print(gene_df.shape) -gene_df.head(2) - - -# In[6]: - - -# Load gene updater - old to new Entrez gene identifiers -url = 'https://raw.githubusercontent.com/cognoma/genes/{}/data/updater.tsv'.format(genes_commit) -updater_df = pd.read_table(url) -old_to_new_entrez = dict(zip(updater_df.old_entrez_gene_id, - updater_df.new_entrez_gene_id)) - - -# ## Read Probe Mapping Info - -# In[7]: - - -path = os.path.join('download', 'gencode.v23.annotation.gene.probemap') -probe_map_df = pd.read_table(path) - -# Inner merge gene df to get ensembl to entrez mapping -probe_map_df = probe_map_df.merge(gene_df, how='inner', left_on='gene', right_on='symbol') - -# Mapping to rename gene expression index -ensembl_to_entrez = dict(zip(probe_map_df.id, probe_map_df.entrez_gene_id)) - -print(probe_map_df.shape) -probe_map_df.head(3) - - -# ## Read Gene Expression Data - -# In[8]: - - -file = os.path.join('download', 'target_RSEM_gene_fpkm.gz') -expr_df = pd.read_table(file, index_col=0) - -print(expr_df.shape) -expr_df.head(2) - - -# ## Process gene expression matrix -# -# This involves updating Entrez gene ids, sorting and subsetting - -# In[9]: - - -expr_df = (expr_df - .dropna(axis='rows') - .reindex(probe_map_df.id) - .rename(index=ensembl_to_entrez) - .rename(index=old_to_new_entrez) - .groupby(level=0).mean() - .transpose() - .sort_index(axis='rows') - .sort_index(axis='columns') -) - -expr_df.index.rename('sample_id', inplace=True) - -print(expr_df.shape) -expr_df.head(2) - - -# ## Stratify Balanced Training and Testing Sets in TARGET Gene Expression -# -# Output training and testing gene expression datasets - -# In[10]: - - -strat = pheno_df.set_index('sample_id').reindex(expr_df.index).primary_disease_code - - -# In[11]: - - -cancertype_count_df = ( - pd.DataFrame(strat.value_counts()) - .reset_index() - .rename({'index': 'cancertype', 'primary_disease_code': 'n ='}, axis='columns') -) - -file = os.path.join('data', 'target_sample_counts.tsv') -cancertype_count_df.to_csv(file, sep='\t', index=False) - -cancertype_count_df - - -# In[12]: - - -train_df, test_df = train_test_split(expr_df, - test_size=0.1, - random_state=123, - stratify=strat) - - -# In[13]: - - -print(train_df.shape) -test_df.shape - - -# In[14]: - - -train_file = os.path.join('data', 'train_target_expression_matrix_processed.tsv.gz') -train_df.to_csv(train_file, sep='\t', compression='gzip', float_format='%.3g') - - -# In[15]: - - -test_file = os.path.join('data', 'test_target_expression_matrix_processed.tsv.gz') -test_df.to_csv(test_file, sep='\t', compression='gzip', float_format='%.3g') - - -# ## Sort genes based on median absolute deviation and output to file - -# In[16]: - - -# Determine most variably expressed genes and subset -mad_genes_df = pd.DataFrame(train_df.mad(axis=0).sort_values(ascending=False)).reset_index() -mad_genes_df.columns = ['gene_id', 'median_absolute_deviation'] - -file = os.path.join('data', 'target_mad_genes.tsv') -mad_genes_df.to_csv(file, sep='\t', index=False) - diff --git a/0.expression-download/scripts/nbconverted/2C.process-gtex-data.py b/0.expression-download/scripts/nbconverted/2C.process-gtex-data.py deleted file mode 100644 index 34754f426..000000000 --- a/0.expression-download/scripts/nbconverted/2C.process-gtex-data.py +++ /dev/null @@ -1,194 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Process GTEx Gene Expression Data -# -# Retrieve the downloaded expression data, update gene identifiers to entrez, and curate sample IDs. The script will also identify a balanced hold-out test set to compare projection performance into learned latent spaces across algorithms. -# -# **Note:** GTEx version 7 was downloaded from https://www.gtexportal.org/home/datasets - -# In[1]: - - -import os -import random -import pandas as pd -from sklearn.model_selection import train_test_split - - -# In[2]: - - -random.seed(1234) - - -# ## Read Phenotype Information - -# In[3]: - - -path = os.path.join('download', 'GTEx_v7_Annotations_SampleAttributesDS.txt') -pheno_df = pd.read_table(path) - -print(pheno_df.shape) -pheno_df.head(3) - - -# ## Read Entrez ID Curation Information -# -# Load curated gene names from versioned resource. See https://github.com/cognoma/genes for more details - -# In[4]: - - -# Commit from https://github.com/cognoma/genes -genes_commit = 'ad9631bb4e77e2cdc5413b0d77cb8f7e93fc5bee' - - -# In[5]: - - -url = 'https://raw.githubusercontent.com/cognoma/genes/{}/data/genes.tsv'.format(genes_commit) -gene_df = pd.read_table(url) - -# Only consider protein-coding genes -gene_df = ( - gene_df.query("gene_type == 'protein-coding'") -) - -print(gene_df.shape) -gene_df.head(2) - - -# In[6]: - - -# Load gene updater - old to new Entrez gene identifiers -url = 'https://raw.githubusercontent.com/cognoma/genes/{}/data/updater.tsv'.format(genes_commit) -updater_df = pd.read_table(url) -old_to_new_entrez = dict(zip(updater_df.old_entrez_gene_id, - updater_df.new_entrez_gene_id)) - - -# ## Read Gene Expression Data - -# In[7]: - - -file = os.path.join('download', 'GTEx_Analysis_2016-01-15_v7_RNASeQCv1.1.8_gene_tpm.gct.gz') -expr_df = pd.read_table(file, sep='\t', skiprows=2, index_col=1) - -print(expr_df.shape) - -expr_df.head(2) - - -# In[8]: - - -# Get GTEx gene mapping -expr_gene_ids = ( - expr_df - .loc[:, ['Name']] - .reset_index() - .drop_duplicates(subset='Description') -) - -# Inner merge gene df to get ensembl to entrez mapping -map_df = expr_gene_ids.merge(gene_df, how='inner', left_on='Description', right_on='symbol') - -symbol_to_entrez = dict(zip(map_df.symbol, map_df.entrez_gene_id)) - - -# ## Process gene expression matrix -# -# This involves updating Entrez gene ids, sorting and subsetting - -# In[9]: - - -expr_df = (expr_df - .drop(['Name'], axis='columns') - .dropna(axis='rows') - .groupby(level=0).mean() - .reindex(map_df.symbol) - .rename(index=symbol_to_entrez) - .rename(index=old_to_new_entrez) - .transpose() - .sort_index(axis='rows') - .sort_index(axis='columns') -) - -expr_df.index.rename('sample_id', inplace=True) - -print(expr_df.shape) -expr_df.head(2) - - -# ## Stratify Balanced Training and Testing Sets in GTEx Gene Expression -# -# Output training and testing gene expression datasets. - -# In[10]: - - -strat = pheno_df.set_index('SAMPID').reindex(expr_df.index).SMTSD - - -# In[11]: - - -tissuetype_count_df = ( - pd.DataFrame(strat.value_counts()) - .reset_index() - .rename({'index': 'tissuetype', 'SMTSD': 'n ='}, axis='columns') -) - -file = os.path.join('data', 'gtex_sample_counts.tsv') -tissuetype_count_df.to_csv(file, sep='\t', index=False) - -tissuetype_count_df - - -# In[12]: - - -train_df, test_df = train_test_split(expr_df, - test_size=0.1, - random_state=123, - stratify=strat) - - -# In[13]: - - -print(train_df.shape) -test_df.shape - - -# In[14]: - - -train_file = os.path.join('data', 'train_gtex_expression_matrix_processed.tsv.gz') -train_df.to_csv(train_file, sep='\t', compression='gzip', float_format='%.3g') - - -# In[15]: - - -test_file = os.path.join('data', 'test_gtex_expression_matrix_processed.tsv.gz') -test_df.to_csv(test_file, sep='\t', compression='gzip', float_format='%.3g') - - -# ## Sort genes based on median absolute deviation and output to file - -# In[16]: - - -# Determine most variably expressed genes and subset -mad_genes_df = pd.DataFrame(train_df.mad(axis=0).sort_values(ascending=False)).reset_index() -mad_genes_df.columns = ['gene_id', 'median_absolute_deviation'] - -file = os.path.join('data', 'gtex_mad_genes.tsv') -mad_genes_df.to_csv(file, sep='\t', index=False) - diff --git a/0.expression-download/scripts/nbconverted/3.sample-type-counts.py b/0.expression-download/scripts/nbconverted/3.sample-type-counts.py deleted file mode 100644 index 2c4bcf998..000000000 --- a/0.expression-download/scripts/nbconverted/3.sample-type-counts.py +++ /dev/null @@ -1,62 +0,0 @@ -#!/usr/bin/env python -# coding: utf-8 - -# # Describe tissue types of input data -# -# **Gregory Way, 2019** -# -# Load in previously identified tissue type counts and output a supplementary table. - -# In[1]: - - -import os -import pandas as pd - - -# In[2]: - - -# Load TCGA data -file = os.path.join('data', 'tcga_sample_counts.tsv') -tcga_count_df = pd.read_table(file, sep='\t').rename({'cancertype': 'tissue'}, axis='columns') -tcga_count_df = tcga_count_df.assign(dataset="TCGA") -tcga_count_df.head() - - -# In[3]: - - -# Load GTEX data -file = os.path.join('data', 'gtex_sample_counts.tsv') -gtex_count_df = pd.read_table(file, sep='\t').rename({'tissuetype': 'tissue'}, axis='columns') -gtex_count_df = gtex_count_df.assign(dataset="GTEX") -gtex_count_df.head() - - -# In[4]: - - -# Load TARGET data -file = os.path.join('data', 'target_sample_counts.tsv') -target_count_df = pd.read_table(file, sep='\t').rename({'cancertype': 'tissue'}, axis='columns') -target_count_df = target_count_df.assign(dataset="TARGET") -target_count_df.head() - - -# In[5]: - - -# Combine all data to generate supplementary table -full_count_df = ( - pd.concat([tcga_count_df, gtex_count_df, target_count_df], axis='rows') - .sort_values(by='tissue', ascending=True) - .reset_index(drop=True) -) - - -file = os.path.join('results', 'full_sample_counts.tsv') -full_count_df.to_csv(file, sep='\t', index=False) - -full_count_df - diff --git a/1.initial-k-sweep/README.md b/1.initial-k-sweep/README.md deleted file mode 100644 index 6afd93631..000000000 --- a/1.initial-k-sweep/README.md +++ /dev/null @@ -1,168 +0,0 @@ -# Results for Initial Hyperparameter Sweep Considering Different Latent Dimensionality - -**Gregory Way 2018** - -## Latent Space Dimensionality - -Compression algorithms reduce the dimensionality of input data by enforcing the number of dimensions to bottleneck. -A common problem is the decision of how many "useful" latent space features are present in data. -The solution is optimized differently for different problems or goals. -For example, when visualizing large differences between groups of data, a highly restrictive bottleneck, usually between 2 or 3 features, is required. -However, when the goal is to extract meaningful patterns in the data that may have more subtle relationships across samples, the recommendations are opaque. -As the bottleneck relaxes, the ability to explain the patterns decreases and the possibility of false positives increases. - -In order to determine an optimal _range_ of compression dimensions, we propose the following. -We will first sweep over various different dimensions (results provided below) and perform several evals (to be described later). - -Before sweeping over a large number of different dimensions, we perform a hyperparameter sweep of select dimensions. -In this sense, we want to minimize the effect of poor hyperparameter combinations across different dimensions contributing to performance differences. -In other words, we want to isolate the effect of changing dimensionality on the observed patterns and solutions. -Therefore, we perform a parameter sweep over several hyperparameters for the two unsupervised neural network models. -The models include a variational autoencoder (VAE; Tybalt) and a denoising autoencoder (DAE; ADAGE). - -The full analysis is provided, with results visualized, in [`visualize-parameter-sweep.ipynb`](visualize-parameter-sweep.ipynb). - -### Summary Figure - -![summary sweep figure](https://raw.githubusercontent.com/greenelab/BioBombe/master/1.initial-z-sweep/figures/z_dimension_sweep_summary.png) - -### Datasets - -We perform a hyperparamter grid search across three different training datasets. -The datasets include `TCGA`, `GTEx`, and `TARGET`. -For more details about these datasets, refer to [0.expression-download/README.md](../0.expression-download/README.md). - -### Number of dimensions - -Previously, we used a latent space dimensionality of `100` ([Way and Greene 2018](https://doi.org/10.1142/9789813235533_0008)). -Here, we sweep over dimensions: `5`, `25`, `50`, `75`, `100`, and `125`. - -To reproduce the data for this analysis run the following command: - -```bash -# From the top directory -conda activate biobombe - -# Navigate into z-sweep directory -cd 1.initial-k-sweep -bash analysis.sh -``` - -## Parameter Sweep - -We sweep over the following parameter combinations for `Tybalt` and `ADAGE` models in the `TCGA` dataset: - -| Variable | Tybalt Values | ADAGE Values | -| :------- | :------------ | :----------- | -| Dimensions (k) | 5, 25, 50, 75, 100, 125 | 5, 25, 50, 75, 100, 125 | -| Learning Rate | 0.0005, 0.001, 0.0015, 0.002, 0.0025 | 0.00005, 0.00001, 0.0005, 0.001, 0.0015, 0.002 | -| Batch Size | 50, 100, 150 | 50, 100 | -| Epochs | 50, 100 | 100 | -| Kappa | 0, 0.5, 1 | | -| Sparsity | | 0, 0.000001, 0.001 | -| Noise | | 0, 0.1, 0.5 | -| Weights | | tied | - -This resulted in the training of 540 Tybalt models and 648 ADAGE models. -Note that we have also tested `ADAGE` models with untied weights in the TCGA dataset (data not shown). -In this setting, performance was worse than with tied weight models. -For all downstream applications we use ADAGE models with _tied_ weights. - -Our goal was to determine optimal hyperparameter combinations for both models across various bottleneck dimensionalities across each of the three datasets. - -All other hyperparameter combinations used across models and datasets are located in the `config/` folder. - -## Results - -All results can be viewed in [`1.initial-z-sweep/visualize-parameter-sweep.ipynb`](1.initial-z-sweep/visualize-parameter-sweep.ipynb). - -In that notebook, we report the results in a series of visualizations and tables for `Tybalt` and `ADAGE` across `TCGA`, `GTEx`, and `TARGET`. -Note that the notebook was converted to an R script with: - -```bash -# Convert R notebook to R script for execution -jupyter nbconvert --to=script --FilesWriter.build_directory=scripts/nbconverted visualize-parameter-sweep.ipynb -``` - -## Summary - -Selection of hyperparameters across different latent space dimensionality operated as expected. -Loss was higher for lower dimensions and lower dimensions benefited the most from increased regularization and higher learning rates. -Nevertheless, we have obtained a broad set of optimal hyperparameters for use in a larger and more specific sweep of dimensionality for each of the three analyzed datasets. - -## Selected Optimal Hyperparamters - -The analysis allowed us to select optimal hyperparameters for each dataset and algorithm combination. -We report the results below: - -### TCGA - -#### VAE (Tybalt) - -| Dimensions | Kappa | Epochs | Batch Size | Learning Rate | -| :--------- | :---- | :----- | :--------- | :------------ | -| 5 | 0 | 100 | 50 | 0.002 | -| 25 | 0 | 100 | 50 | 0.0015 | -| 50 | 0 | 100 | 100 | 0.0015 | -| 75 | 0 | 100 | 150 | 0.0015 | -| 100 | 0 | 100 | 150 | 0.001 | -| 125 | 0 | 100 | 150 | 0.0005 | - -#### DAE (ADAGE) - -| Dimensions | Sparsity | Noise | Epochs | Batch Size | Learning Rate | -| :--------- | :------- | :---- | :----- | :--------- | :------------ | -| 5 | 0 | 0.0 | 100 | 50 | 0.0015 | -| 25 | 0 | 0.0 | 100 | 50 | 0.0015 | -| 50 | 0 | 0.0 | 100 | 50 | 0.0005 | -| 75 | 0 | 0.0 | 100 | 50 | 0.0005 | -| 100 | 0 | 0.0 | 100 | 50 | 0.0005 | -| 125 | 0 | 0.0 | 100 | 50 | 0.0005 | - -### GTEx - -#### VAE (Tybalt) - -| Dimensions | Kappa | Epochs | Batch Size | Learning Rate | -| :--------- | :---- | :----- | :--------- | :------------ | -| 5 | 0.5 | 100 | 100 | 0.0025 | -| 25 | 0.5 | 100 | 100 | 0.0025 | -| 50 | 0.5 | 100 | 100 | 0.002 | -| 75 | 0.5 | 100 | 50 | 0.002 | -| 100 | 0.5 | 100 | 50 | 0.0015 | -| 125 | 0.5 | 100 | 50 | 0.0015 | - -#### DAE (ADAGE) - -| Dimensions | Sparsity | Noise | Epochs | Batch Size | Learning Rate | -| :--------- | :------- | :---- | :----- | :--------- | :------------ | -| 5 | 0 | 0.1 | 100 | 50 | 0.001 | -| 25 | 0 | 0.0 | 100 | 50 | 0.001 | -| 50 | 0 | 0.0 | 100 | 50 | 0.0005 | -| 75 | 0 | 0.0 | 100 | 50 | 0.0005 | -| 100 | 0 | 0.0 | 100 | 50 | 0.0005 | -| 125 | 0 | 0.0 | 100 | 50 | 0.0005 | - -### TARGET - -#### VAE (Tybalt) - -| Dimensions | Kappa | Epochs | Batch Size | Learning Rate | -| :--------- | :---- | :----- | :--------- | :------------ | -| 5 | 0.5 | 100 | 25 | 0.0015 | -| 25 | 0.5 | 100 | 25 | 0.0015 | -| 50 | 0.5 | 100 | 25 | 0.0015 | -| 75 | 0.5 | 100 | 25 | 0.0015 | -| 100 | 0.5 | 100 | 25 | 0.0015 | -| 125 | 0.5 | 100 | 25 | 0.0005 | - -#### DAE (ADAGE) - -| Dimensions | Sparsity | Noise | Epochs | Batch Size | Learning Rate | -| :--------- | :------- | :---- | :----- | :--------- | :------------ | -| 5 | 0 | 0.1 | 100 | 50 | 0.0005 | -| 25 | 0 | 0.1 | 100 | 50 | 0.0005 | -| 50 | 0 | 0.1 | 100 | 50 | 0.0005 | -| 75 | 0 | 0.1 | 100 | 50 | 0.0005 | -| 100 | 0 | 0.1 | 100 | 50 | 0.0005 | -| 125 | 0 | 0.1 | 100 | 50 | 0.0005 | diff --git a/1.initial-k-sweep/analysis.sh b/1.initial-k-sweep/analysis.sh deleted file mode 100755 index 03e98e096..000000000 --- a/1.initial-k-sweep/analysis.sh +++ /dev/null @@ -1,35 +0,0 @@ -#!/bin/bash - -# The purpose of this script is to determine a reasonable set of hyperparameters -# for different latent space dimensions (k). The ultimate goal is to perform an -# analysis on the latent space dimensionality, and we want to be sure that the -# comparisons being made are not a result of poor input hyperparameters - -# The parameters were selected to represent a range of hyperparameters that -# we have previously observed to impact training. Learning rates appear to -# have the largest impact on performance, so we include a larger search space. - -# Note this was run at the PMACS cluster at University of Pennsvylvania on a -# cluster of 8 NVIDIA GEFORCE GTX Ti GPUs. - -PARAM_FILE_PREFIX='config/z_parameter_sweep_' -PMACS_FILE='../config/pmacs_config.tsv' -PYTHON_PATH='python' -ALGORITHMS=( 'tybalt' 'adage' ) -DATASETS=( 'TCGA' 'TARGET' 'GTEX') - -for alg in "${ALGORITHMS[@]}" -do - for dat in "${DATASETS[@]}" - do - PARAM_FILE=$PARAM_FILE_PREFIX$alg'_'$dat'.tsv' - python scripts/num_components_paramsweep.py \ - --parameter_file $PARAM_FILE \ - --config_file $PMACS_FILE \ - --algorithm $alg \ - --python_path $PYTHON_PATH \ - --param_folder 'param_sweep/param_sweep_'$alg'_'$dat \ - --dataset $dat \ - --local - done -done diff --git a/1.initial-k-sweep/config/z_parameter_sweep_adage_GTEX.tsv b/1.initial-k-sweep/config/z_parameter_sweep_adage_GTEX.tsv deleted file mode 100644 index 2cf7e1a1a..000000000 --- a/1.initial-k-sweep/config/z_parameter_sweep_adage_GTEX.tsv +++ /dev/null @@ -1,8 +0,0 @@ -parameter sweep_values -learning_rate 0.00005,0.00001,0.0005,0.001 -batch_size 50,100 -epochs 100 -sparsity 0 -noise 0,0.1,0.5 -num_components 5,25,50,75,100,125 -weights tied diff --git a/1.initial-k-sweep/config/z_parameter_sweep_adage_TARGET.tsv b/1.initial-k-sweep/config/z_parameter_sweep_adage_TARGET.tsv deleted file mode 100644 index 02ae76b98..000000000 --- a/1.initial-k-sweep/config/z_parameter_sweep_adage_TARGET.tsv +++ /dev/null @@ -1,8 +0,0 @@ -parameter sweep_values -learning_rate 0.00005,0.00001,0.0005,0.001 -batch_size 10,25,50 -epochs 100 -sparsity 0 -noise 0,0.1,0.5 -num_components 5,25,50,75,100,125 -weights tied diff --git a/1.initial-k-sweep/config/z_parameter_sweep_adage_TCGA.tsv b/1.initial-k-sweep/config/z_parameter_sweep_adage_TCGA.tsv deleted file mode 100644 index d7af1d64c..000000000 --- a/1.initial-k-sweep/config/z_parameter_sweep_adage_TCGA.tsv +++ /dev/null @@ -1,8 +0,0 @@ -parameter sweep_values -learning_rate 0.00005,0.00001,0.0005,0.001,0.0015,0.002 -batch_size 50,100 -epochs 100 -sparsity 0,0.000001,0.001 -noise 0,0.1,0.5 -num_components 5,25,50,75,100,125 -weights tied diff --git a/1.initial-k-sweep/config/z_parameter_sweep_tybalt_GTEX.tsv b/1.initial-k-sweep/config/z_parameter_sweep_tybalt_GTEX.tsv deleted file mode 100644 index ed6556c79..000000000 --- a/1.initial-k-sweep/config/z_parameter_sweep_tybalt_GTEX.tsv +++ /dev/null @@ -1,6 +0,0 @@ -parameter sweep_values -learning_rate 0.0005,0.001,0.0015,0.002,0.0025 -batch_size 50,100,150 -epochs 50,100 -kappa 0,0.5,1 -num_components 5,25,50,75,100,125 diff --git a/1.initial-k-sweep/config/z_parameter_sweep_tybalt_TARGET.tsv b/1.initial-k-sweep/config/z_parameter_sweep_tybalt_TARGET.tsv deleted file mode 100644 index 03f5de111..000000000 --- a/1.initial-k-sweep/config/z_parameter_sweep_tybalt_TARGET.tsv +++ /dev/null @@ -1,6 +0,0 @@ -parameter sweep_values -learning_rate 0.0005,0.001,0.0015 -batch_size 25,50 -epochs 50,100 -kappa 0,0.5,1 -num_components 5,25,50,75,100,125 diff --git a/1.initial-k-sweep/config/z_parameter_sweep_tybalt_TCGA.tsv b/1.initial-k-sweep/config/z_parameter_sweep_tybalt_TCGA.tsv deleted file mode 100644 index ed6556c79..000000000 --- a/1.initial-k-sweep/config/z_parameter_sweep_tybalt_TCGA.tsv +++ /dev/null @@ -1,6 +0,0 @@ -parameter sweep_values -learning_rate 0.0005,0.001,0.0015,0.002,0.0025 -batch_size 50,100,150 -epochs 50,100 -kappa 0,0.5,1 -num_components 5,25,50,75,100,125 diff --git a/1.initial-k-sweep/figures/gtex_results/z_parameter_best_model_ADAGE_GTEx.pdf b/1.initial-k-sweep/figures/gtex_results/z_parameter_best_model_ADAGE_GTEx.pdf deleted file mode 100644 index adcf4f1a3..000000000 Binary files a/1.initial-k-sweep/figures/gtex_results/z_parameter_best_model_ADAGE_GTEx.pdf and /dev/null differ diff --git a/1.initial-k-sweep/figures/gtex_results/z_parameter_best_model_ADAGE_GTEx.png 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0.11992801232726795 0.11899071064965354 100 GTEX 100 1e-05 0.1 100 7125 0.0 -6 0.11566799957066337 0.1153155006609942 100 GTEX 100 1e-05 0.1 100 7125 0.0 -7 0.11236001722639763 0.11235319661550196 100 GTEX 100 1e-05 0.1 100 7125 0.0 -8 0.10965118901608321 0.10988209164301252 100 GTEX 100 1e-05 0.1 100 7125 0.0 -9 0.10735622823420958 0.10773136707539795 100 GTEX 100 1e-05 0.1 100 7125 0.0 -10 0.10531440431460089 0.1058056002673994 100 GTEX 100 1e-05 0.1 100 7125 0.0 -11 0.10347781819234847 0.10403337372119889 100 GTEX 100 1e-05 0.1 100 7125 0.0 -12 0.10174053130856131 0.10234685448979243 100 GTEX 100 1e-05 0.1 100 7125 0.0 -13 0.10012101532492577 0.100725448176888 100 GTEX 100 1e-05 0.1 100 7125 0.0 -14 0.09850892826585819 0.09911608758308135 100 GTEX 100 1e-05 0.1 100 7125 0.0 -15 0.09691365024469792 0.09753049519125499 100 GTEX 100 1e-05 0.1 100 7125 0.0 -16 0.09532941294907013 0.09591428527587267 100 GTEX 100 1e-05 0.1 100 7125 0.0 -17 0.09370239820278999 0.09427197169894955 100 GTEX 100 1e-05 0.1 100 7125 0.0 -18 0.09207165190400902 0.0926032149633074 100 GTEX 100 1e-05 0.1 100 7125 0.0 -19 0.09036919400938036 0.09087795707549433 100 GTEX 100 1e-05 0.1 100 7125 0.0 -20 0.08862341331496867 0.08907808142469863 100 GTEX 100 1e-05 0.1 100 7125 0.0 -21 0.08678251168768043 0.08718728089967155 100 GTEX 100 1e-05 0.1 100 7125 0.0 -22 0.0848871408166346 0.08519125415345108 100 GTEX 100 1e-05 0.1 100 7125 0.0 -23 0.08283356067335844 0.08308103235842157 100 GTEX 100 1e-05 0.1 100 7125 0.0 -24 0.0807306995843398 0.08091291737080526 100 GTEX 100 1e-05 0.1 100 7125 0.0 -25 0.07859342788534304 0.07876158664321718 100 GTEX 100 1e-05 0.1 100 7125 0.0 -26 0.07654323920511552 0.07671153602038046 100 GTEX 100 1e-05 0.1 100 7125 0.0 -27 0.07462959369841077 0.07486042725949232 100 GTEX 100 1e-05 0.1 100 7125 0.0 -28 0.07294270773286916 0.07326066105877946 100 GTEX 100 1e-05 0.1 100 7125 0.0 -29 0.07150611050959763 0.07192244924633222 100 GTEX 100 1e-05 0.1 100 7125 0.0 -30 0.07030826258321894 0.07079192299126673 100 GTEX 100 1e-05 0.1 100 7125 0.0 -31 0.06930560272199193 0.06983137872962444 100 GTEX 100 1e-05 0.1 100 7125 0.0 -32 0.06844793376416909 0.06902065397215433 100 GTEX 100 1e-05 0.1 100 7125 0.0 -33 0.06772538477731403 0.06834001196087994 100 GTEX 100 1e-05 0.1 100 7125 0.0 -34 0.06710430092930958 0.06777408914534311 100 GTEX 100 1e-05 0.1 100 7125 0.0 -35 0.06663555953168838 0.0672990837817863 100 GTEX 100 1e-05 0.1 100 7125 0.0 -36 0.06620195903552174 0.06689498361072613 100 GTEX 100 1e-05 0.1 100 7125 0.0 -37 0.0658074436114899 0.06652334638421527 100 GTEX 100 1e-05 0.1 100 7125 0.0 -38 0.06546210257581059 0.06616934796816495 100 GTEX 100 1e-05 0.1 100 7125 0.0 -39 0.06514242670944528 0.06584050390203643 100 GTEX 100 1e-05 0.1 100 7125 0.0 -40 0.06481810776748766 0.06553444794658926 100 GTEX 100 1e-05 0.1 100 7125 0.0 -41 0.06451820210920942 0.06525335111035593 100 GTEX 100 1e-05 0.1 100 7125 0.0 -42 0.0642814128423072 0.06499325380635805 100 GTEX 100 1e-05 0.1 100 7125 0.0 -43 0.06402382676435446 0.06474426887334526 100 GTEX 100 1e-05 0.1 100 7125 0.0 -44 0.06380246516135725 0.06450291439720886 100 GTEX 100 1e-05 0.1 100 7125 0.0 -45 0.063589411303582 0.06427118138272046 100 GTEX 100 1e-05 0.1 100 7125 0.0 -46 0.06334896966204279 0.06404684195047096 100 GTEX 100 1e-05 0.1 100 7125 0.0 -47 0.06313599651128296 0.0638309532471936 100 GTEX 100 1e-05 0.1 100 7125 0.0 -48 0.06291582627792325 0.06361969728943513 100 GTEX 100 1e-05 0.1 100 7125 0.0 -49 0.06272440589354461 0.06341543521717927 100 GTEX 100 1e-05 0.1 100 7125 0.0 -50 0.06253706328425247 0.06321666324546582 100 GTEX 100 1e-05 0.1 100 7125 0.0 -51 0.06233674712936365 0.0630235296210182 100 GTEX 100 1e-05 0.1 100 7125 0.0 -52 0.062161725211986534 0.06283738652506256 100 GTEX 100 1e-05 0.1 100 7125 0.0 -53 0.061981691418425564 0.06265300128453132 100 GTEX 100 1e-05 0.1 100 7125 0.0 -54 0.061807477806014144 0.062474571819994384 100 GTEX 100 1e-05 0.1 100 7125 0.0 -55 0.061629520449993966 0.062294534928105175 100 GTEX 100 1e-05 0.1 100 7125 0.0 -56 0.06146110933708064 0.06210977955236181 100 GTEX 100 1e-05 0.1 100 7125 0.0 -57 0.06128709070290849 0.06192993585147785 100 GTEX 100 1e-05 0.1 100 7125 0.0 -58 0.061123011445856225 0.06176093314197127 100 GTEX 100 1e-05 0.1 100 7125 0.0 -59 0.06094142581802796 0.061598300891344084 100 GTEX 100 1e-05 0.1 100 7125 0.0 -60 0.06078646733595059 0.06143473114237586 100 GTEX 100 1e-05 0.1 100 7125 0.0 -61 0.060626981710873246 0.06127136532118112 100 GTEX 100 1e-05 0.1 100 7125 0.0 -62 0.060482275862023635 0.06111318827695266 100 GTEX 100 1e-05 0.1 100 7125 0.0 -63 0.06034238273133267 0.06095358600464611 100 GTEX 100 1e-05 0.1 100 7125 0.0 -64 0.06016172136939465 0.060789458142034 100 GTEX 100 1e-05 0.1 100 7125 0.0 -65 0.06002922229578216 0.06064150227453319 100 GTEX 100 1e-05 0.1 100 7125 0.0 -66 0.059880990662122206 0.06050561364216043 100 GTEX 100 1e-05 0.1 100 7125 0.0 -67 0.059763537466233266 0.06037709393145467 100 GTEX 100 1e-05 0.1 100 7125 0.0 -68 0.059648512681119606 0.06024295077464426 100 GTEX 100 1e-05 0.1 100 7125 0.0 -69 0.05950533882888441 0.060116003646370125 100 GTEX 100 1e-05 0.1 100 7125 0.0 -70 0.05939717564758988 0.05999984872658443 100 GTEX 100 1e-05 0.1 100 7125 0.0 -71 0.05928555824271008 0.05988998953323854 100 GTEX 100 1e-05 0.1 100 7125 0.0 -72 0.05917623578979534 0.05978560223892161 100 GTEX 100 1e-05 0.1 100 7125 0.0 -73 0.0590912827808149 0.05968388869735224 100 GTEX 100 1e-05 0.1 100 7125 0.0 -74 0.058992678572833884 0.05957993091625859 100 GTEX 100 1e-05 0.1 100 7125 0.0 -75 0.05888292043645644 0.05947429484230937 100 GTEX 100 1e-05 0.1 100 7125 0.0 -76 0.05876910880332362 0.05936222904478643 100 GTEX 100 1e-05 0.1 100 7125 0.0 -77 0.05866819251499093 0.0592534727215087 100 GTEX 100 1e-05 0.1 100 7125 0.0 -78 0.058557324761921645 0.059146794571962646 100 GTEX 100 1e-05 0.1 100 7125 0.0 -79 0.05846392928576525 0.059038222416838766 100 GTEX 100 1e-05 0.1 100 7125 0.0 -80 0.05835872541102157 0.058930300034497625 100 GTEX 100 1e-05 0.1 100 7125 0.0 -81 0.058250818015155414 0.05882255422808372 100 GTEX 100 1e-05 0.1 100 7125 0.0 -82 0.058152221789770676 0.058724277132250965 100 GTEX 100 1e-05 0.1 100 7125 0.0 -83 0.058065460373695615 0.05863356087427629 100 GTEX 100 1e-05 0.1 100 7125 0.0 -84 0.057968996924030326 0.058546510358613704 100 GTEX 100 1e-05 0.1 100 7125 0.0 -85 0.057902405758389223 0.05845785900213873 100 GTEX 100 1e-05 0.1 100 7125 0.0 -86 0.05780249706250984 0.058361506507423895 100 GTEX 100 1e-05 0.1 100 7125 0.0 -87 0.05769386468981505 0.05826202345155038 100 GTEX 100 1e-05 0.1 100 7125 0.0 -88 0.057603864614882566 0.05816824365931319 100 GTEX 100 1e-05 0.1 100 7125 0.0 -89 0.05751810556790563 0.058072306314915306 100 GTEX 100 1e-05 0.1 100 7125 0.0 -90 0.05742088456607562 0.0579754353391127 100 GTEX 100 1e-05 0.1 100 7125 0.0 -91 0.0573224271975715 0.0578760353727939 100 GTEX 100 1e-05 0.1 100 7125 0.0 -92 0.05721442700982774 0.05777271012616248 100 GTEX 100 1e-05 0.1 100 7125 0.0 -93 0.05712215107764993 0.057660702601811734 100 GTEX 100 1e-05 0.1 100 7125 0.0 -94 0.05699891125931084 0.05753705418268537 100 GTEX 100 1e-05 0.1 100 7125 0.0 -95 0.05686783959951952 0.05740465368268154 100 GTEX 100 1e-05 0.1 100 7125 0.0 -96 0.05673278307338961 0.057264882773727516 100 GTEX 100 1e-05 0.1 100 7125 0.0 -97 0.05659174430634135 0.05710679353586621 100 GTEX 100 1e-05 0.1 100 7125 0.0 -98 0.05642106422798943 0.05693773960715918 100 GTEX 100 1e-05 0.1 100 7125 0.0 -99 0.056255859302875674 0.05677512558637463 100 GTEX 100 1e-05 0.1 100 7125 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00001lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00001lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 9b9b988eb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00001lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1643783018926362 0.16314938896735812 100 GTEX 100 1e-05 0.5 100 9410 0.0 -1 0.15859806128857543 0.1528669127153353 100 GTEX 100 1e-05 0.5 100 9410 0.0 -2 0.14725684344428538 0.14030690791489053 100 GTEX 100 1e-05 0.5 100 9410 0.0 -3 0.136380796637998 0.13052133892878834 100 GTEX 100 1e-05 0.5 100 9410 0.0 -4 0.12814267688943679 0.12359200267850673 100 GTEX 100 1e-05 0.5 100 9410 0.0 -5 0.12221039317408976 0.11858481500198632 100 GTEX 100 1e-05 0.5 100 9410 0.0 -6 0.11776712598513056 0.11483729656204977 100 GTEX 100 1e-05 0.5 100 9410 0.0 -7 0.11432743702271526 0.11185053662315521 100 GTEX 100 1e-05 0.5 100 9410 0.0 -8 0.11144373639812058 0.1093790633710165 100 GTEX 100 1e-05 0.5 100 9410 0.0 -9 0.10910444238095346 0.10727786040464735 100 GTEX 100 1e-05 0.5 100 9410 0.0 -10 0.10701957207125495 0.1053954132552836 100 GTEX 100 1e-05 0.5 100 9410 0.0 -11 0.10522288601486235 0.10371435263650952 100 GTEX 100 1e-05 0.5 100 9410 0.0 -12 0.10352234427152245 0.10214391699195362 100 GTEX 100 1e-05 0.5 100 9410 0.0 -13 0.10193310222407763 0.10064397432165001 100 GTEX 100 1e-05 0.5 100 9410 0.0 -14 0.10049420483571694 0.09920431772678977 100 GTEX 100 1e-05 0.5 100 9410 0.0 -15 0.0990173012054406 0.09778059237130242 100 GTEX 100 1e-05 0.5 100 9410 0.0 -16 0.09771059642683506 0.0963720020912446 100 GTEX 100 1e-05 0.5 100 9410 0.0 -17 0.09625282622279593 0.09494885589799953 100 GTEX 100 1e-05 0.5 100 9410 0.0 -18 0.09479452358438559 0.09345622386202612 100 GTEX 100 1e-05 0.5 100 9410 0.0 -19 0.09334295906863924 0.09195168712973141 100 GTEX 100 1e-05 0.5 100 9410 0.0 -20 0.09188334958249467 0.09035391714636364 100 GTEX 100 1e-05 0.5 100 9410 0.0 -21 0.0902911899161777 0.08869671000047329 100 GTEX 100 1e-05 0.5 100 9410 0.0 -22 0.0886337098552305 0.08692843690797857 100 GTEX 100 1e-05 0.5 100 9410 0.0 -23 0.08691813711683363 0.08507511535298234 100 GTEX 100 1e-05 0.5 100 9410 0.0 -24 0.08512460855700038 0.08313011802987907 100 GTEX 100 1e-05 0.5 100 9410 0.0 -25 0.0832184116153716 0.08112406518182827 100 GTEX 100 1e-05 0.5 100 9410 0.0 -26 0.08127319927992256 0.07908896821420003 100 GTEX 100 1e-05 0.5 100 9410 0.0 -27 0.07938781517985832 0.0771230289238034 100 GTEX 100 1e-05 0.5 100 9410 0.0 -28 0.07752240602656203 0.07527937918561493 100 GTEX 100 1e-05 0.5 100 9410 0.0 -29 0.07581620406840688 0.07363408693455925 100 GTEX 100 1e-05 0.5 100 9410 0.0 -30 0.07427819703670292 0.07220618265323313 100 GTEX 100 1e-05 0.5 100 9410 0.0 -31 0.07293966765594895 0.07095369257514468 100 GTEX 100 1e-05 0.5 100 9410 0.0 -32 0.07180066124506683 0.06990725496082704 100 GTEX 100 1e-05 0.5 100 9410 0.0 -33 0.07073544298011498 0.06901684831190472 100 GTEX 100 1e-05 0.5 100 9410 0.0 -34 0.06990260052554419 0.06831320548012229 100 GTEX 100 1e-05 0.5 100 9410 0.0 -35 0.06911774194201535 0.0677274121077795 100 GTEX 100 1e-05 0.5 100 9410 0.0 -36 0.06851232004353586 0.0672252898037207 100 GTEX 100 1e-05 0.5 100 9410 0.0 -37 0.06798425505534515 0.06678564338006447 100 GTEX 100 1e-05 0.5 100 9410 0.0 -38 0.06746764515459795 0.06639541579346693 100 GTEX 100 1e-05 0.5 100 9410 0.0 -39 0.06708991752955734 0.06604056301112411 100 GTEX 100 1e-05 0.5 100 9410 0.0 -40 0.06665055028086066 0.06572414419043654 100 GTEX 100 1e-05 0.5 100 9410 0.0 -41 0.06633039360138561 0.06543531029453296 100 GTEX 100 1e-05 0.5 100 9410 0.0 -42 0.06595639477432674 0.06517874569890617 100 GTEX 100 1e-05 0.5 100 9410 0.0 -43 0.06572663526794369 0.06493712708127362 100 GTEX 100 1e-05 0.5 100 9410 0.0 -44 0.06543581847235634 0.06470693157766255 100 GTEX 100 1e-05 0.5 100 9410 0.0 -45 0.06511091750287903 0.06449206164921191 100 GTEX 100 1e-05 0.5 100 9410 0.0 -46 0.064943045187276 0.06427632191505268 100 GTEX 100 1e-05 0.5 100 9410 0.0 -47 0.0646988911469811 0.06406916012215523 100 GTEX 100 1e-05 0.5 100 9410 0.0 -48 0.06450462563165431 0.06387166589668496 100 GTEX 100 1e-05 0.5 100 9410 0.0 -49 0.06423836432258066 0.06367466032165085 100 GTEX 100 1e-05 0.5 100 9410 0.0 -50 0.06408191603918607 0.0634780826167462 100 GTEX 100 1e-05 0.5 100 9410 0.0 -51 0.06389207406624879 0.06328361546585315 100 GTEX 100 1e-05 0.5 100 9410 0.0 -52 0.06363677640890286 0.06308798507535865 100 GTEX 100 1e-05 0.5 100 9410 0.0 -53 0.06346089920115418 0.06289377406296168 100 GTEX 100 1e-05 0.5 100 9410 0.0 -54 0.06328372754179412 0.06269662045367318 100 GTEX 100 1e-05 0.5 100 9410 0.0 -55 0.06309272645817925 0.06251522759860913 100 GTEX 100 1e-05 0.5 100 9410 0.0 -56 0.06291242656548347 0.062334307387981125 100 GTEX 100 1e-05 0.5 100 9410 0.0 -57 0.06271725853434255 0.06217144252626162 100 GTEX 100 1e-05 0.5 100 9410 0.0 -58 0.06258428592230521 0.0620009007761007 100 GTEX 100 1e-05 0.5 100 9410 0.0 -59 0.062357659346499894 0.06184118518697898 100 GTEX 100 1e-05 0.5 100 9410 0.0 -60 0.06218908267085651 0.06168758244512199 100 GTEX 100 1e-05 0.5 100 9410 0.0 -61 0.061998485807013434 0.06153100516519619 100 GTEX 100 1e-05 0.5 100 9410 0.0 -62 0.06181461292255941 0.06137807624761596 100 GTEX 100 1e-05 0.5 100 9410 0.0 -63 0.06173222460654654 0.06123556338335625 100 GTEX 100 1e-05 0.5 100 9410 0.0 -64 0.061558307619243816 0.0610865923530022 100 GTEX 100 1e-05 0.5 100 9410 0.0 -65 0.06138865693615069 0.060933989561216005 100 GTEX 100 1e-05 0.5 100 9410 0.0 -66 0.061262465959128175 0.06078561732524248 100 GTEX 100 1e-05 0.5 100 9410 0.0 -67 0.06110362596459647 0.06062282752174841 100 GTEX 100 1e-05 0.5 100 9410 0.0 -68 0.06092969481788518 0.06045634949671905 100 GTEX 100 1e-05 0.5 100 9410 0.0 -69 0.06075006427017678 0.060303871240112716 100 GTEX 100 1e-05 0.5 100 9410 0.0 -70 0.06057110580820222 0.06014069284493026 100 GTEX 100 1e-05 0.5 100 9410 0.0 -71 0.06040045322624673 0.05998446411336329 100 GTEX 100 1e-05 0.5 100 9410 0.0 -72 0.06031981814706591 0.05982357739495687 100 GTEX 100 1e-05 0.5 100 9410 0.0 -73 0.06013742933964495 0.059666944079865974 100 GTEX 100 1e-05 0.5 100 9410 0.0 -74 0.05995288994066866 0.05951581653136717 100 GTEX 100 1e-05 0.5 100 9410 0.0 -75 0.0598362734799238 0.05936944082435999 100 GTEX 100 1e-05 0.5 100 9410 0.0 -76 0.059638243675817465 0.05921965248231199 100 GTEX 100 1e-05 0.5 100 9410 0.0 -77 0.05950949302928317 0.05907276057471794 100 GTEX 100 1e-05 0.5 100 9410 0.0 -78 0.059367056555901986 0.0589160604168707 100 GTEX 100 1e-05 0.5 100 9410 0.0 -79 0.059201421091586645 0.05874614533702684 100 GTEX 100 1e-05 0.5 100 9410 0.0 -80 0.05899288034765222 0.058587240288919366 100 GTEX 100 1e-05 0.5 100 9410 0.0 -81 0.058899882444613104 0.05842793581320306 100 GTEX 100 1e-05 0.5 100 9410 0.0 -82 0.05871491863209216 0.05828177543647389 100 GTEX 100 1e-05 0.5 100 9410 0.0 -83 0.058614493668114005 0.058132538749011295 100 GTEX 100 1e-05 0.5 100 9410 0.0 -84 0.05843485516850253 0.05797929350754154 100 GTEX 100 1e-05 0.5 100 9410 0.0 -85 0.05830825025061689 0.057850299353495296 100 GTEX 100 1e-05 0.5 100 9410 0.0 -86 0.05820228334693756 0.05773779084134011 100 GTEX 100 1e-05 0.5 100 9410 0.0 -87 0.05808530229568683 0.05762756675368479 100 GTEX 100 1e-05 0.5 100 9410 0.0 -88 0.05797963471339688 0.057520708047958384 100 GTEX 100 1e-05 0.5 100 9410 0.0 -89 0.05785947804242527 0.057405095958211125 100 GTEX 100 1e-05 0.5 100 9410 0.0 -90 0.05772405955281368 0.057286925443904936 100 GTEX 100 1e-05 0.5 100 9410 0.0 -91 0.05760593822668029 0.057160561656430645 100 GTEX 100 1e-05 0.5 100 9410 0.0 -92 0.05747940835133832 0.05703772913253806 100 GTEX 100 1e-05 0.5 100 9410 0.0 -93 0.05735249330018243 0.056909362002923916 100 GTEX 100 1e-05 0.5 100 9410 0.0 -94 0.05723903849217271 0.0567759877998566 100 GTEX 100 1e-05 0.5 100 9410 0.0 -95 0.05709585571805023 0.056634830459669064 100 GTEX 100 1e-05 0.5 100 9410 0.0 -96 0.05694891279361638 0.056498120167069565 100 GTEX 100 1e-05 0.5 100 9410 0.0 -97 0.056851437768069696 0.056363005332733744 100 GTEX 100 1e-05 0.5 100 9410 0.0 -98 0.05670078715156625 0.05622654153253642 100 GTEX 100 1e-05 0.5 100 9410 0.0 -99 0.056573711856263136 0.056077480585289545 100 GTEX 100 1e-05 0.5 100 9410 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00001lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00001lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index ce33a30b8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00001lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1642489782278271 0.16274522590546553 100 GTEX 100 1e-05 0.0 100 6125 0.0 -1 0.15752534992033518 0.15186239036770374 100 GTEX 100 1e-05 0.0 100 6125 0.0 -2 0.1450226223240864 0.13923021102812808 100 GTEX 100 1e-05 0.0 100 6125 0.0 -3 0.13369048464489647 0.12961906384492555 100 GTEX 100 1e-05 0.0 100 6125 0.0 -4 0.12552013111974542 0.1228584438392418 100 GTEX 100 1e-05 0.0 100 6125 0.0 -5 0.11971594134800737 0.11796206643826154 100 GTEX 100 1e-05 0.0 100 6125 0.0 -6 0.11542005247575272 0.11424111606050354 100 GTEX 100 1e-05 0.0 100 6125 0.0 -7 0.11207558104483696 0.11125064114314068 100 GTEX 100 1e-05 0.0 100 6125 0.0 -8 0.10933980577026915 0.10875333381016444 100 GTEX 100 1e-05 0.0 100 6125 0.0 -9 0.10700350500949399 0.10656756916200254 100 GTEX 100 1e-05 0.0 100 6125 0.0 -10 0.10493251413431165 0.10459213630214843 100 GTEX 100 1e-05 0.0 100 6125 0.0 -11 0.10303600876657716 0.10275875397394818 100 GTEX 100 1e-05 0.0 100 6125 0.0 -12 0.10125671319873655 0.10101781063093432 100 GTEX 100 1e-05 0.0 100 6125 0.0 -13 0.09954811279582565 0.09932824371545487 100 GTEX 100 1e-05 0.0 100 6125 0.0 -14 0.09787715050673503 0.09766793095226976 100 GTEX 100 1e-05 0.0 100 6125 0.0 -15 0.09622639393408547 0.09601479321151632 100 GTEX 100 1e-05 0.0 100 6125 0.0 -16 0.09457678961611554 0.09435144265115035 100 GTEX 100 1e-05 0.0 100 6125 0.0 -17 0.09291582820665324 0.09267473895060245 100 GTEX 100 1e-05 0.0 100 6125 0.0 -18 0.0912282068805331 0.09096119861639045 100 GTEX 100 1e-05 0.0 100 6125 0.0 -19 0.08949489790634985 0.08919564509913042 100 GTEX 100 1e-05 0.0 100 6125 0.0 -20 0.08769227148402489 0.0873489936551667 100 GTEX 100 1e-05 0.0 100 6125 0.0 -21 0.08579283163976151 0.0853989768787482 100 GTEX 100 1e-05 0.0 100 6125 0.0 -22 0.0837806703073618 0.08333365808988252 100 GTEX 100 1e-05 0.0 100 6125 0.0 -23 0.08165644003396882 0.08117634570757246 100 GTEX 100 1e-05 0.0 100 6125 0.0 -24 0.07945863388732959 0.07898535857069175 100 GTEX 100 1e-05 0.0 100 6125 0.0 -25 0.07726929091791473 0.07685687050166692 100 GTEX 100 1e-05 0.0 100 6125 0.0 -26 0.07519901482941445 0.0749029478362758 100 GTEX 100 1e-05 0.0 100 6125 0.0 -27 0.07334106667824125 0.07318743547785872 100 GTEX 100 1e-05 0.0 100 6125 0.0 -28 0.07173708358664843 0.07172625305081502 100 GTEX 100 1e-05 0.0 100 6125 0.0 -29 0.07039339338145262 0.07051490813833679 100 GTEX 100 1e-05 0.0 100 6125 0.0 -30 0.06929684418319611 0.06953829881016292 100 GTEX 100 1e-05 0.0 100 6125 0.0 -31 0.06841307411957431 0.06874845587708651 100 GTEX 100 1e-05 0.0 100 6125 0.0 -32 0.0676954964737939 0.06809728412743757 100 GTEX 100 1e-05 0.0 100 6125 0.0 -33 0.06710230982440873 0.06755345069693522 100 GTEX 100 1e-05 0.0 100 6125 0.0 -34 0.06660383606918437 0.06709006874903527 100 GTEX 100 1e-05 0.0 100 6125 0.0 -35 0.0661727485144744 0.066686054542944 100 GTEX 100 1e-05 0.0 100 6125 0.0 -36 0.06578953739275735 0.06631725066175026 100 GTEX 100 1e-05 0.0 100 6125 0.0 -37 0.06543697184143568 0.06597398119507633 100 GTEX 100 1e-05 0.0 100 6125 0.0 -38 0.06510314650796617 0.06564511144852457 100 GTEX 100 1e-05 0.0 100 6125 0.0 -39 0.06478405364894232 0.0653370286376984 100 GTEX 100 1e-05 0.0 100 6125 0.0 -40 0.06448631395991242 0.06504911787722954 100 GTEX 100 1e-05 0.0 100 6125 0.0 -41 0.06419968098367396 0.06477278145207198 100 GTEX 100 1e-05 0.0 100 6125 0.0 -42 0.06392430287754446 0.06450671158702655 100 GTEX 100 1e-05 0.0 100 6125 0.0 -43 0.06366669651767426 0.06425933522869878 100 GTEX 100 1e-05 0.0 100 6125 0.0 -44 0.06342258511497363 0.06402450782944494 100 GTEX 100 1e-05 0.0 100 6125 0.0 -45 0.06318592264566752 0.0637974469947271 100 GTEX 100 1e-05 0.0 100 6125 0.0 -46 0.06295507316034611 0.0635733825398942 100 GTEX 100 1e-05 0.0 100 6125 0.0 -47 0.06272914244256125 0.06335422422156134 100 GTEX 100 1e-05 0.0 100 6125 0.0 -48 0.06250694917076755 0.06313844731948674 100 GTEX 100 1e-05 0.0 100 6125 0.0 -49 0.06228609398610239 0.06291973688586583 100 GTEX 100 1e-05 0.0 100 6125 0.0 -50 0.062063690524828075 0.06270419925224645 100 GTEX 100 1e-05 0.0 100 6125 0.0 -51 0.061848618049228456 0.06250208902381672 100 GTEX 100 1e-05 0.0 100 6125 0.0 -52 0.061650224127606526 0.062313897726427016 100 GTEX 100 1e-05 0.0 100 6125 0.0 -53 0.06146380212226828 0.062135593590287655 100 GTEX 100 1e-05 0.0 100 6125 0.0 -54 0.06128477054237186 0.06196353016527433 100 GTEX 100 1e-05 0.0 100 6125 0.0 -55 0.061112887129538586 0.061796471349073456 100 GTEX 100 1e-05 0.0 100 6125 0.0 -56 0.06094619421322016 0.061633867045205806 100 GTEX 100 1e-05 0.0 100 6125 0.0 -57 0.060784563774388005 0.061478142559301716 100 GTEX 100 1e-05 0.0 100 6125 0.0 -58 0.06062860071881024 0.06132711285987281 100 GTEX 100 1e-05 0.0 100 6125 0.0 -59 0.06047791909429205 0.06118167180412169 100 GTEX 100 1e-05 0.0 100 6125 0.0 -60 0.06033221280372066 0.06104127620789488 100 GTEX 100 1e-05 0.0 100 6125 0.0 -61 0.06019264852247005 0.06090302477827997 100 GTEX 100 1e-05 0.0 100 6125 0.0 -62 0.06005584942657995 0.06077174669549493 100 GTEX 100 1e-05 0.0 100 6125 0.0 -63 0.05992459886313568 0.06064274783880085 100 GTEX 100 1e-05 0.0 100 6125 0.0 -64 0.05979751644661374 0.06051974885250679 100 GTEX 100 1e-05 0.0 100 6125 0.0 -65 0.05967472319641624 0.06039993875720202 100 GTEX 100 1e-05 0.0 100 6125 0.0 -66 0.05955543430283818 0.060285130933550375 100 GTEX 100 1e-05 0.0 100 6125 0.0 -67 0.059439966289240566 0.06017099735911355 100 GTEX 100 1e-05 0.0 100 6125 0.0 -68 0.05932630129765278 0.06006000448769036 100 GTEX 100 1e-05 0.0 100 6125 0.0 -69 0.059217037371185346 0.059950767516976526 100 GTEX 100 1e-05 0.0 100 6125 0.0 -70 0.059110637034878906 0.05984673358698308 100 GTEX 100 1e-05 0.0 100 6125 0.0 -71 0.05900734572622068 0.059745392503620556 100 GTEX 100 1e-05 0.0 100 6125 0.0 -72 0.05890711510379438 0.0596472589235342 100 GTEX 100 1e-05 0.0 100 6125 0.0 -73 0.05880915126522756 0.059550629978284184 100 GTEX 100 1e-05 0.0 100 6125 0.0 -74 0.058713356523468714 0.05945647587227731 100 GTEX 100 1e-05 0.0 100 6125 0.0 -75 0.058621601084821943 0.05936366175177433 100 GTEX 100 1e-05 0.0 100 6125 0.0 -76 0.058530867197350636 0.05927424727737224 100 GTEX 100 1e-05 0.0 100 6125 0.0 -77 0.05844259342516918 0.059187916960893025 100 GTEX 100 1e-05 0.0 100 6125 0.0 -78 0.05835647152618142 0.05910282735022302 100 GTEX 100 1e-05 0.0 100 6125 0.0 -79 0.058273070740642474 0.059018639982199944 100 GTEX 100 1e-05 0.0 100 6125 0.0 -80 0.05819043249294777 0.05893471470180573 100 GTEX 100 1e-05 0.0 100 6125 0.0 -81 0.05810842543660971 0.0588507242359136 100 GTEX 100 1e-05 0.0 100 6125 0.0 -82 0.05801871193279129 0.058753587008089164 100 GTEX 100 1e-05 0.0 100 6125 0.0 -83 0.057919896133279455 0.058655974911986195 100 GTEX 100 1e-05 0.0 100 6125 0.0 -84 0.05783313496629162 0.05857569293717468 100 GTEX 100 1e-05 0.0 100 6125 0.0 -85 0.05775685501629704 0.05850128132580804 100 GTEX 100 1e-05 0.0 100 6125 0.0 -86 0.05768450184180125 0.058429044278288975 100 GTEX 100 1e-05 0.0 100 6125 0.0 -87 0.057614945946354745 0.05836144728522337 100 GTEX 100 1e-05 0.0 100 6125 0.0 -88 0.05754681482235859 0.05829124060590458 100 GTEX 100 1e-05 0.0 100 6125 0.0 -89 0.057480005269788116 0.05822392424193172 100 GTEX 100 1e-05 0.0 100 6125 0.0 -90 0.05741121338231203 0.05815023865139983 100 GTEX 100 1e-05 0.0 100 6125 0.0 -91 0.05732959940804465 0.05805910232799135 100 GTEX 100 1e-05 0.0 100 6125 0.0 -92 0.057246344170506655 0.05798354760492256 100 GTEX 100 1e-05 0.0 100 6125 0.0 -93 0.05717872274272027 0.05791980539494594 100 GTEX 100 1e-05 0.0 100 6125 0.0 -94 0.0571175949732429 0.0578588364298806 100 GTEX 100 1e-05 0.0 100 6125 0.0 -95 0.05705918828573413 0.05780197209731708 100 GTEX 100 1e-05 0.0 100 6125 0.0 -96 0.057002810477813796 0.05774261453985715 100 GTEX 100 1e-05 0.0 100 6125 0.0 -97 0.05694754889192206 0.05768695613900518 100 GTEX 100 1e-05 0.0 100 6125 0.0 -98 0.0568932669983534 0.05763185695663604 100 GTEX 100 1e-05 0.0 100 6125 0.0 -99 0.056839106773859824 0.0575752017360903 100 GTEX 100 1e-05 0.0 100 6125 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00001lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00001lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index c740ac08c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00001lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1612563107677809 0.15157609047658543 50 GTEX 100 1e-05 0.1 100 4644 0.0 -1 0.14033297346252643 0.12912503451448884 50 GTEX 100 1e-05 0.1 100 4644 0.0 -2 0.12359524924582332 0.11742989036180221 50 GTEX 100 1e-05 0.1 100 4644 0.0 -3 0.11471179744469348 0.11078783634610956 50 GTEX 100 1e-05 0.1 100 4644 0.0 -4 0.10919592775789298 0.10626997914830995 50 GTEX 100 1e-05 0.1 100 4644 0.0 -5 0.10517765114126582 0.10272565716346407 50 GTEX 100 1e-05 0.1 100 4644 0.0 -6 0.10180967324819158 0.09959898325313633 50 GTEX 100 1e-05 0.1 100 4644 0.0 -7 0.0987203269669621 0.09660010263607076 50 GTEX 100 1e-05 0.1 100 4644 0.0 -8 0.09568709295525954 0.09352704597913267 50 GTEX 100 1e-05 0.1 100 4644 0.0 -9 0.09250083442466922 0.09021467042683196 50 GTEX 100 1e-05 0.1 100 4644 0.0 -10 0.08904855925791667 0.0865920068759882 50 GTEX 100 1e-05 0.1 100 4644 0.0 -11 0.08525486029326457 0.08256814675582679 50 GTEX 100 1e-05 0.1 100 4644 0.0 -12 0.08108783109495075 0.07828112345316338 50 GTEX 100 1e-05 0.1 100 4644 0.0 -13 0.07691769065238788 0.07427436116190464 50 GTEX 100 1e-05 0.1 100 4644 0.0 -14 0.07329319274910617 0.07107584395874363 50 GTEX 100 1e-05 0.1 100 4644 0.0 -15 0.07055880762247094 0.0688097271714147 50 GTEX 100 1e-05 0.1 100 4644 0.0 -16 0.06864689996978972 0.06723504101312205 50 GTEX 100 1e-05 0.1 100 4644 0.0 -17 0.06731191183456817 0.06610921577695658 50 GTEX 100 1e-05 0.1 100 4644 0.0 -18 0.06634336011272758 0.06531222258117263 50 GTEX 100 1e-05 0.1 100 4644 0.0 -19 0.06565840431112567 0.06467521722524111 50 GTEX 100 1e-05 0.1 100 4644 0.0 -20 0.06506073417904838 0.06413279735826721 50 GTEX 100 1e-05 0.1 100 4644 0.0 -21 0.06454389034644016 0.06363500754557862 50 GTEX 100 1e-05 0.1 100 4644 0.0 -22 0.0640921231799573 0.06316454739738327 50 GTEX 100 1e-05 0.1 100 4644 0.0 -23 0.06365357739574443 0.06271516744174885 50 GTEX 100 1e-05 0.1 100 4644 0.0 -24 0.06324436100817815 0.06228955178574691 50 GTEX 100 1e-05 0.1 100 4644 0.0 -25 0.06284756489862255 0.06187597815896395 50 GTEX 100 1e-05 0.1 100 4644 0.0 -26 0.06246440268732671 0.06149343729812383 50 GTEX 100 1e-05 0.1 100 4644 0.0 -27 0.06214015497565836 0.0611210881091456 50 GTEX 100 1e-05 0.1 100 4644 0.0 -28 0.06179049580870605 0.060776395376190936 50 GTEX 100 1e-05 0.1 100 4644 0.0 -29 0.06147550412086671 0.06044720254215224 50 GTEX 100 1e-05 0.1 100 4644 0.0 -30 0.06116728198239301 0.06011366825763264 50 GTEX 100 1e-05 0.1 100 4644 0.0 -31 0.06086200844483503 0.059799771479724026 50 GTEX 100 1e-05 0.1 100 4644 0.0 -32 0.06057142399293172 0.05948615046536741 50 GTEX 100 1e-05 0.1 100 4644 0.0 -33 0.06027366160115559 0.059206489870190164 50 GTEX 100 1e-05 0.1 100 4644 0.0 -34 0.06000538109541506 0.05888602575251811 50 GTEX 100 1e-05 0.1 100 4644 0.0 -35 0.05972032625595305 0.05862128330897469 50 GTEX 100 1e-05 0.1 100 4644 0.0 -36 0.05947107153259878 0.05836058941319188 50 GTEX 100 1e-05 0.1 100 4644 0.0 -37 0.0592296916739237 0.058113634111820064 50 GTEX 100 1e-05 0.1 100 4644 0.0 -38 0.0590217826671342 0.05791178181370855 50 GTEX 100 1e-05 0.1 100 4644 0.0 -39 0.0588216566181339 0.057719221650250965 50 GTEX 100 1e-05 0.1 100 4644 0.0 -40 0.05863801088903048 0.05752910005049107 50 GTEX 100 1e-05 0.1 100 4644 0.0 -41 0.058445802433596275 0.05733939614359417 50 GTEX 100 1e-05 0.1 100 4644 0.0 -42 0.05828633107338622 0.05716942404414538 50 GTEX 100 1e-05 0.1 100 4644 0.0 -43 0.058096743059237656 0.05695941354442005 50 GTEX 100 1e-05 0.1 100 4644 0.0 -44 0.05786230692840043 0.05672899654892914 50 GTEX 100 1e-05 0.1 100 4644 0.0 -45 0.05766049970236111 0.0565148866363578 50 GTEX 100 1e-05 0.1 100 4644 0.0 -46 0.057443391416409556 0.056309909910360216 50 GTEX 100 1e-05 0.1 100 4644 0.0 -47 0.057222179654921525 0.05607092709850676 50 GTEX 100 1e-05 0.1 100 4644 0.0 -48 0.05698885520351743 0.05584016987636062 50 GTEX 100 1e-05 0.1 100 4644 0.0 -49 0.05670484589449994 0.055524572666323685 50 GTEX 100 1e-05 0.1 100 4644 0.0 -50 0.05643001876065506 0.05529798962487467 50 GTEX 100 1e-05 0.1 100 4644 0.0 -51 0.056228885991597005 0.05513394188433319 50 GTEX 100 1e-05 0.1 100 4644 0.0 -52 0.05608373679936064 0.05499516315616582 50 GTEX 100 1e-05 0.1 100 4644 0.0 -53 0.05591144106138643 0.05477873837936514 50 GTEX 100 1e-05 0.1 100 4644 0.0 -54 0.05565410780657354 0.054505545830092046 50 GTEX 100 1e-05 0.1 100 4644 0.0 -55 0.05534131217559439 0.054227288026263504 50 GTEX 100 1e-05 0.1 100 4644 0.0 -56 0.055087551288050936 0.05400716435489999 50 GTEX 100 1e-05 0.1 100 4644 0.0 -57 0.054845138548469924 0.05373374197079655 50 GTEX 100 1e-05 0.1 100 4644 0.0 -58 0.054567348441415794 0.05344901233911514 50 GTEX 100 1e-05 0.1 100 4644 0.0 -59 0.054264360305511725 0.05317578059638861 50 GTEX 100 1e-05 0.1 100 4644 0.0 -60 0.05396525247440213 0.05286000906259615 50 GTEX 100 1e-05 0.1 100 4644 0.0 -61 0.05358906836812922 0.052473364412048015 50 GTEX 100 1e-05 0.1 100 4644 0.0 -62 0.053230706823483506 0.052135729999369995 50 GTEX 100 1e-05 0.1 100 4644 0.0 -63 0.05291973172617246 0.05187995160997141 50 GTEX 100 1e-05 0.1 100 4644 0.0 -64 0.052685207819043366 0.05167160525266435 50 GTEX 100 1e-05 0.1 100 4644 0.0 -65 0.05244828572726381 0.05141665809168108 50 GTEX 100 1e-05 0.1 100 4644 0.0 -66 0.05213643283830836 0.0510346063274621 50 GTEX 100 1e-05 0.1 100 4644 0.0 -67 0.05169821289914254 0.05060193934849686 50 GTEX 100 1e-05 0.1 100 4644 0.0 -68 0.051290422643759034 0.050226407083098425 50 GTEX 100 1e-05 0.1 100 4644 0.0 -69 0.05092327247309914 0.049906260833257506 50 GTEX 100 1e-05 0.1 100 4644 0.0 -70 0.050588833488263464 0.04955363105770073 50 GTEX 100 1e-05 0.1 100 4644 0.0 -71 0.0502475891358701 0.049240036424915146 50 GTEX 100 1e-05 0.1 100 4644 0.0 -72 0.04993407582478336 0.04892928682324324 50 GTEX 100 1e-05 0.1 100 4644 0.0 -73 0.049634221720477656 0.04865862948274658 50 GTEX 100 1e-05 0.1 100 4644 0.0 -74 0.0493515878656075 0.0483671813183411 50 GTEX 100 1e-05 0.1 100 4644 0.0 -75 0.04906324539744792 0.04809449960835306 50 GTEX 100 1e-05 0.1 100 4644 0.0 -76 0.04877696612821696 0.04779940515671619 50 GTEX 100 1e-05 0.1 100 4644 0.0 -77 0.0484877716015237 0.04751107431664893 50 GTEX 100 1e-05 0.1 100 4644 0.0 -78 0.04822196048081671 0.04729850578897353 50 GTEX 100 1e-05 0.1 100 4644 0.0 -79 0.04802494199799549 0.047104047533450474 50 GTEX 100 1e-05 0.1 100 4644 0.0 -80 0.04781417764256607 0.04691426117440593 50 GTEX 100 1e-05 0.1 100 4644 0.0 -81 0.04762874251963269 0.046711781327772046 50 GTEX 100 1e-05 0.1 100 4644 0.0 -82 0.04741605101608734 0.04648913306400123 50 GTEX 100 1e-05 0.1 100 4644 0.0 -83 0.04718887807001178 0.04628292663100781 50 GTEX 100 1e-05 0.1 100 4644 0.0 -84 0.046989238674882174 0.046081739552177405 50 GTEX 100 1e-05 0.1 100 4644 0.0 -85 0.04679243132004557 0.04588399965585185 50 GTEX 100 1e-05 0.1 100 4644 0.0 -86 0.04657684629258692 0.04566388981622208 50 GTEX 100 1e-05 0.1 100 4644 0.0 -87 0.046349916850326175 0.045419709962357134 50 GTEX 100 1e-05 0.1 100 4644 0.0 -88 0.04609077601870942 0.04517323429565239 50 GTEX 100 1e-05 0.1 100 4644 0.0 -89 0.04586178949845496 0.04494890102500471 50 GTEX 100 1e-05 0.1 100 4644 0.0 -90 0.04560926617501441 0.0446993807975217 50 GTEX 100 1e-05 0.1 100 4644 0.0 -91 0.04535856570690804 0.04443916507745197 50 GTEX 100 1e-05 0.1 100 4644 0.0 -92 0.045097409023004055 0.044194393723976474 50 GTEX 100 1e-05 0.1 100 4644 0.0 -93 0.04484969772987939 0.04396934724437646 50 GTEX 100 1e-05 0.1 100 4644 0.0 -94 0.04464078988489171 0.04374614251713789 50 GTEX 100 1e-05 0.1 100 4644 0.0 -95 0.04440851751575251 0.04352950449225567 50 GTEX 100 1e-05 0.1 100 4644 0.0 -96 0.04420235164064508 0.04334803116100596 50 GTEX 100 1e-05 0.1 100 4644 0.0 -97 0.044019227763050596 0.043190223047998466 50 GTEX 100 1e-05 0.1 100 4644 0.0 -98 0.043878015499863844 0.04303889334938372 50 GTEX 100 1e-05 0.1 100 4644 0.0 -99 0.04371752023769304 0.04285806618602557 50 GTEX 100 1e-05 0.1 100 4644 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00001lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00001lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 9d8e78d4b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00001lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16221402763054868 0.1540914704817783 50 GTEX 100 1e-05 0.5 100 4617 0.0 -1 0.14355263417444827 0.13101189882413064 50 GTEX 100 1e-05 0.5 100 4617 0.0 -2 0.12625544773930417 0.11847703287753315 50 GTEX 100 1e-05 0.5 100 4617 0.0 -3 0.11678576868118348 0.11144900438110185 50 GTEX 100 1e-05 0.5 100 4617 0.0 -4 0.11084079025941879 0.1067797466262665 50 GTEX 100 1e-05 0.5 100 4617 0.0 -5 0.10668861875913584 0.10316713053747276 50 GTEX 100 1e-05 0.5 100 4617 0.0 -6 0.10328373989853522 0.10012913738933353 50 GTEX 100 1e-05 0.5 100 4617 0.0 -7 0.10030683889800925 0.09737271519498227 50 GTEX 100 1e-05 0.5 100 4617 0.0 -8 0.09768358866950835 0.09469944109764843 50 GTEX 100 1e-05 0.5 100 4617 0.0 -9 0.09502035308658 0.09202763698853467 50 GTEX 100 1e-05 0.5 100 4617 0.0 -10 0.09230802454203099 0.08919487879416789 50 GTEX 100 1e-05 0.5 100 4617 0.0 -11 0.08951510937265274 0.0861408312879361 50 GTEX 100 1e-05 0.5 100 4617 0.0 -12 0.08640637030124387 0.0827370540667396 50 GTEX 100 1e-05 0.5 100 4617 0.0 -13 0.08296903923627655 0.07895322975493656 50 GTEX 100 1e-05 0.5 100 4617 0.0 -14 0.07933744454007347 0.07506324904669827 50 GTEX 100 1e-05 0.5 100 4617 0.0 -15 0.07572171424936691 0.07137690920085281 50 GTEX 100 1e-05 0.5 100 4617 0.0 -16 0.07241236814978988 0.06835810682902771 50 GTEX 100 1e-05 0.5 100 4617 0.0 -17 0.06977142657235845 0.06614660138809636 50 GTEX 100 1e-05 0.5 100 4617 0.0 -18 0.0678212303368018 0.06461993476708805 50 GTEX 100 1e-05 0.5 100 4617 0.0 -19 0.0662548160805135 0.06357143473715837 50 GTEX 100 1e-05 0.5 100 4617 0.0 -20 0.06527848642709402 0.06281685035236662 50 GTEX 100 1e-05 0.5 100 4617 0.0 -21 0.06444244662397537 0.06224672130163858 50 GTEX 100 1e-05 0.5 100 4617 0.0 -22 0.06374944588542299 0.061783823344020786 50 GTEX 100 1e-05 0.5 100 4617 0.0 -23 0.06317360063669887 0.061337615635968436 50 GTEX 100 1e-05 0.5 100 4617 0.0 -24 0.06266055997644847 0.06092222699251012 50 GTEX 100 1e-05 0.5 100 4617 0.0 -25 0.062182545481702024 0.060554921287094235 50 GTEX 100 1e-05 0.5 100 4617 0.0 -26 0.06182172736132348 0.060205546983237955 50 GTEX 100 1e-05 0.5 100 4617 0.0 -27 0.061419238108644594 0.05986923371006101 50 GTEX 100 1e-05 0.5 100 4617 0.0 -28 0.061007131375093025 0.05953750915882025 50 GTEX 100 1e-05 0.5 100 4617 0.0 -29 0.06069528579387668 0.05920231579572756 50 GTEX 100 1e-05 0.5 100 4617 0.0 -30 0.06033276317748762 0.05886710471271789 50 GTEX 100 1e-05 0.5 100 4617 0.0 -31 0.05993635551650811 0.058548757785173426 50 GTEX 100 1e-05 0.5 100 4617 0.0 -32 0.059630124884701534 0.058234913295892705 50 GTEX 100 1e-05 0.5 100 4617 0.0 -33 0.05926085353760202 0.0579490521462358 50 GTEX 100 1e-05 0.5 100 4617 0.0 -34 0.05899310924228487 0.05768783104397045 50 GTEX 100 1e-05 0.5 100 4617 0.0 -35 0.058725841758154734 0.0574432244460619 50 GTEX 100 1e-05 0.5 100 4617 0.0 -36 0.058378655665324006 0.057213889895283226 50 GTEX 100 1e-05 0.5 100 4617 0.0 -37 0.05816835577139208 0.05697451713902189 50 GTEX 100 1e-05 0.5 100 4617 0.0 -38 0.057912209615138106 0.05674752898995867 50 GTEX 100 1e-05 0.5 100 4617 0.0 -39 0.057641489277599205 0.05649136555002216 50 GTEX 100 1e-05 0.5 100 4617 0.0 -40 0.05740125744148193 0.05626700576323973 50 GTEX 100 1e-05 0.5 100 4617 0.0 -41 0.057172215619928496 0.05605970495185698 50 GTEX 100 1e-05 0.5 100 4617 0.0 -42 0.05699361968493152 0.05586900767434686 50 GTEX 100 1e-05 0.5 100 4617 0.0 -43 0.056781240669770215 0.055685611781681896 50 GTEX 100 1e-05 0.5 100 4617 0.0 -44 0.05658363904660363 0.05549162745957365 50 GTEX 100 1e-05 0.5 100 4617 0.0 -45 0.05636997846035566 0.05528881243596512 50 GTEX 100 1e-05 0.5 100 4617 0.0 -46 0.05612543778986075 0.055073185699917517 50 GTEX 100 1e-05 0.5 100 4617 0.0 -47 0.055902669584221 0.054868157690978775 50 GTEX 100 1e-05 0.5 100 4617 0.0 -48 0.05573503390699074 0.05467536783433686 50 GTEX 100 1e-05 0.5 100 4617 0.0 -49 0.055553102827448644 0.05447772874748299 50 GTEX 100 1e-05 0.5 100 4617 0.0 -50 0.055382693775672655 0.054254593773826444 50 GTEX 100 1e-05 0.5 100 4617 0.0 -51 0.05510860860380802 0.054032201166955236 50 GTEX 100 1e-05 0.5 100 4617 0.0 -52 0.05481682348930686 0.05379746784190488 50 GTEX 100 1e-05 0.5 100 4617 0.0 -53 0.05464977726263168 0.05357214004622893 50 GTEX 100 1e-05 0.5 100 4617 0.0 -54 0.0544079987467393 0.053330994526299684 50 GTEX 100 1e-05 0.5 100 4617 0.0 -55 0.05415059722353214 0.05312385027626168 50 GTEX 100 1e-05 0.5 100 4617 0.0 -56 0.05395493507338034 0.05293519349464219 50 GTEX 100 1e-05 0.5 100 4617 0.0 -57 0.05380646996629003 0.05277298923454357 50 GTEX 100 1e-05 0.5 100 4617 0.0 -58 0.053616114557686584 0.05260176148563057 50 GTEX 100 1e-05 0.5 100 4617 0.0 -59 0.05345917441398677 0.052430888071316274 50 GTEX 100 1e-05 0.5 100 4617 0.0 -60 0.05329248694610707 0.05223668564266805 50 GTEX 100 1e-05 0.5 100 4617 0.0 -61 0.05309122258855723 0.05202538988946055 50 GTEX 100 1e-05 0.5 100 4617 0.0 -62 0.05285740273453636 0.05176931298815932 50 GTEX 100 1e-05 0.5 100 4617 0.0 -63 0.05260541447918078 0.051521701377040985 50 GTEX 100 1e-05 0.5 100 4617 0.0 -64 0.05236003254393193 0.05130058207581025 50 GTEX 100 1e-05 0.5 100 4617 0.0 -65 0.05211787168938028 0.0510840969861347 50 GTEX 100 1e-05 0.5 100 4617 0.0 -66 0.051917110772527385 0.050830890952181 50 GTEX 100 1e-05 0.5 100 4617 0.0 -67 0.05166473466160432 0.050592969918885615 50 GTEX 100 1e-05 0.5 100 4617 0.0 -68 0.05144601362873763 0.050352513641402294 50 GTEX 100 1e-05 0.5 100 4617 0.0 -69 0.05119559881212946 0.050137884489936974 50 GTEX 100 1e-05 0.5 100 4617 0.0 -70 0.05099245521345297 0.04996418282247995 50 GTEX 100 1e-05 0.5 100 4617 0.0 -71 0.050829366233553594 0.049774817888671004 50 GTEX 100 1e-05 0.5 100 4617 0.0 -72 0.05064227230381762 0.049586880994613634 50 GTEX 100 1e-05 0.5 100 4617 0.0 -73 0.05050364623970286 0.049405110277547126 50 GTEX 100 1e-05 0.5 100 4617 0.0 -74 0.05023884728395084 0.049215044188862064 50 GTEX 100 1e-05 0.5 100 4617 0.0 -75 0.05008755990724019 0.049028474178887595 50 GTEX 100 1e-05 0.5 100 4617 0.0 -76 0.04989926584928305 0.048831783872480175 50 GTEX 100 1e-05 0.5 100 4617 0.0 -77 0.04971744433821375 0.048617295736709025 50 GTEX 100 1e-05 0.5 100 4617 0.0 -78 0.04948642299490568 0.04839305135602054 50 GTEX 100 1e-05 0.5 100 4617 0.0 -79 0.04929556346602609 0.048191177400232724 50 GTEX 100 1e-05 0.5 100 4617 0.0 -80 0.04902839060356124 0.04795656251958341 50 GTEX 100 1e-05 0.5 100 4617 0.0 -81 0.048827196647583955 0.04772458263733088 50 GTEX 100 1e-05 0.5 100 4617 0.0 -82 0.04860429133182218 0.04751556694592587 50 GTEX 100 1e-05 0.5 100 4617 0.0 -83 0.048367980096752444 0.04732636678184846 50 GTEX 100 1e-05 0.5 100 4617 0.0 -84 0.04821482104951406 0.047123202834519144 50 GTEX 100 1e-05 0.5 100 4617 0.0 -85 0.04799970964626386 0.04690355383312974 50 GTEX 100 1e-05 0.5 100 4617 0.0 -86 0.047754884677133125 0.04667835351178855 50 GTEX 100 1e-05 0.5 100 4617 0.0 -87 0.04754295244417889 0.04644868705605826 50 GTEX 100 1e-05 0.5 100 4617 0.0 -88 0.0473107945851197 0.04624056315382397 50 GTEX 100 1e-05 0.5 100 4617 0.0 -89 0.04710205964916445 0.04605024317881454 50 GTEX 100 1e-05 0.5 100 4617 0.0 -90 0.04693939187340151 0.045880076585217124 50 GTEX 100 1e-05 0.5 100 4617 0.0 -91 0.04679628021348501 0.04572687807985132 50 GTEX 100 1e-05 0.5 100 4617 0.0 -92 0.04662740373480492 0.04559035355600567 50 GTEX 100 1e-05 0.5 100 4617 0.0 -93 0.04648193932957164 0.04545481444226698 50 GTEX 100 1e-05 0.5 100 4617 0.0 -94 0.046337211763700134 0.045323210240770205 50 GTEX 100 1e-05 0.5 100 4617 0.0 -95 0.04623640565180194 0.04519783876864629 50 GTEX 100 1e-05 0.5 100 4617 0.0 -96 0.046121286569269254 0.045093518841175975 50 GTEX 100 1e-05 0.5 100 4617 0.0 -97 0.04598240244213236 0.04499070719592698 50 GTEX 100 1e-05 0.5 100 4617 0.0 -98 0.0458709030321927 0.04487389825397798 50 GTEX 100 1e-05 0.5 100 4617 0.0 -99 0.045772426946731455 0.04474375552777555 50 GTEX 100 1e-05 0.5 100 4617 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00001lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00001lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index b7b576389..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00001lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16100288501312932 0.15125660453799106 50 GTEX 100 1e-05 0.0 100 2337 0.0 -1 0.13966222023830452 0.12888749320584106 50 GTEX 100 1e-05 0.0 100 2337 0.0 -2 0.12291133994189565 0.11718463920368441 50 GTEX 100 1e-05 0.0 100 2337 0.0 -3 0.11410202644116098 0.11053786034423135 50 GTEX 100 1e-05 0.0 100 2337 0.0 -4 0.1086112761818281 0.10595655041842406 50 GTEX 100 1e-05 0.0 100 2337 0.0 -5 0.10455710624325071 0.10232681128065396 50 GTEX 100 1e-05 0.0 100 2337 0.0 -6 0.10116926407604997 0.09911414650853143 50 GTEX 100 1e-05 0.0 100 2337 0.0 -7 0.09805908543001174 0.09604580329284922 50 GTEX 100 1e-05 0.0 100 2337 0.0 -8 0.09499422088147368 0.09292848038526089 50 GTEX 100 1e-05 0.0 100 2337 0.0 -9 0.09182029518432497 0.08963194471065082 50 GTEX 100 1e-05 0.0 100 2337 0.0 -10 0.0883690575268574 0.08597071669967456 50 GTEX 100 1e-05 0.0 100 2337 0.0 -11 0.08447681902403613 0.08179387849659975 50 GTEX 100 1e-05 0.0 100 2337 0.0 -12 0.08010355410860322 0.0772777236006559 50 GTEX 100 1e-05 0.0 100 2337 0.0 -13 0.07571922008113825 0.07320460272747528 50 GTEX 100 1e-05 0.0 100 2337 0.0 -14 0.07214787233082964 0.07023348998519177 50 GTEX 100 1e-05 0.0 100 2337 0.0 -15 0.06964507718805943 0.06824717941931219 50 GTEX 100 1e-05 0.0 100 2337 0.0 -16 0.06796841349661684 0.06692768305455098 50 GTEX 100 1e-05 0.0 100 2337 0.0 -17 0.066802994834183 0.06597746623956205 50 GTEX 100 1e-05 0.0 100 2337 0.0 -18 0.06592536442319417 0.06523447804606233 50 GTEX 100 1e-05 0.0 100 2337 0.0 -19 0.06521398130124721 0.06462244586062975 50 GTEX 100 1e-05 0.0 100 2337 0.0 -20 0.06461912120085553 0.06409075863999332 50 GTEX 100 1e-05 0.0 100 2337 0.0 -21 0.06408314992482551 0.06360255076971344 50 GTEX 100 1e-05 0.0 100 2337 0.0 -22 0.06356758371686512 0.06311842554847324 50 GTEX 100 1e-05 0.0 100 2337 0.0 -23 0.06309287841004355 0.06269797920019228 50 GTEX 100 1e-05 0.0 100 2337 0.0 -24 0.0626639836988505 0.06230281629801476 50 GTEX 100 1e-05 0.0 100 2337 0.0 -25 0.06226103086572672 0.06193171207839092 50 GTEX 100 1e-05 0.0 100 2337 0.0 -26 0.06188014891024966 0.06157951198603264 50 GTEX 100 1e-05 0.0 100 2337 0.0 -27 0.0615209465325225 0.06124801367181336 50 GTEX 100 1e-05 0.0 100 2337 0.0 -28 0.06118062625595757 0.060935778125497324 50 GTEX 100 1e-05 0.0 100 2337 0.0 -29 0.060857277845973085 0.0606345848424693 50 GTEX 100 1e-05 0.0 100 2337 0.0 -30 0.060551298753700473 0.06035078083211025 50 GTEX 100 1e-05 0.0 100 2337 0.0 -31 0.060261302866971116 0.0600835741869397 50 GTEX 100 1e-05 0.0 100 2337 0.0 -32 0.05998739844035218 0.05982729042579239 50 GTEX 100 1e-05 0.0 100 2337 0.0 -33 0.05972839207924116 0.05958642173176029 50 GTEX 100 1e-05 0.0 100 2337 0.0 -34 0.059479421580544214 0.05934975509436185 50 GTEX 100 1e-05 0.0 100 2337 0.0 -35 0.05922169786950433 0.05909212643967608 50 GTEX 100 1e-05 0.0 100 2337 0.0 -36 0.05895713168832182 0.05884643462079333 50 GTEX 100 1e-05 0.0 100 2337 0.0 -37 0.05873362371762753 0.05864861118872809 50 GTEX 100 1e-05 0.0 100 2337 0.0 -38 0.05854226388741575 0.05847001615415961 50 GTEX 100 1e-05 0.0 100 2337 0.0 -39 0.058360529669810465 0.05830187369633764 50 GTEX 100 1e-05 0.0 100 2337 0.0 -40 0.058188110283048954 0.05813792333743418 50 GTEX 100 1e-05 0.0 100 2337 0.0 -41 0.05802668301872433 0.05798275484756599 50 GTEX 100 1e-05 0.0 100 2337 0.0 -42 0.057871879599543805 0.057835715635194525 50 GTEX 100 1e-05 0.0 100 2337 0.0 -43 0.05772414739796853 0.05769436814939115 50 GTEX 100 1e-05 0.0 100 2337 0.0 -44 0.05758311309875021 0.05755940193714071 50 GTEX 100 1e-05 0.0 100 2337 0.0 -45 0.05744940351552768 0.05743089789956695 50 GTEX 100 1e-05 0.0 100 2337 0.0 -46 0.05732119171824603 0.05730838048849042 50 GTEX 100 1e-05 0.0 100 2337 0.0 -47 0.05719816357328633 0.05719091020127893 50 GTEX 100 1e-05 0.0 100 2337 0.0 -48 0.057079346404872576 0.057075203159122866 50 GTEX 100 1e-05 0.0 100 2337 0.0 -49 0.05696353008430536 0.056960872413427656 50 GTEX 100 1e-05 0.0 100 2337 0.0 -50 0.05683798754822494 0.056817465684883044 50 GTEX 100 1e-05 0.0 100 2337 0.0 -51 0.056682300115728425 0.056662712862339766 50 GTEX 100 1e-05 0.0 100 2337 0.0 -52 0.05653189915781592 0.05652333969540696 50 GTEX 100 1e-05 0.0 100 2337 0.0 -53 0.05638774557784239 0.05637740081763993 50 GTEX 100 1e-05 0.0 100 2337 0.0 -54 0.05624524129016908 0.056244322286472574 50 GTEX 100 1e-05 0.0 100 2337 0.0 -55 0.05611039086620697 0.05611142585542719 50 GTEX 100 1e-05 0.0 100 2337 0.0 -56 0.05598333799268913 0.055977762588246695 50 GTEX 100 1e-05 0.0 100 2337 0.0 -57 0.05586313497693408 0.05588442676420901 50 GTEX 100 1e-05 0.0 100 2337 0.0 -58 0.05576086923632713 0.055760946174368206 50 GTEX 100 1e-05 0.0 100 2337 0.0 -59 0.05563937190196463 0.05566213233219353 50 GTEX 100 1e-05 0.0 100 2337 0.0 -60 0.055540619462687575 0.05554161254784 50 GTEX 100 1e-05 0.0 100 2337 0.0 -61 0.05539645202551558 0.05539106527350475 50 GTEX 100 1e-05 0.0 100 2337 0.0 -62 0.05525529645426643 0.055277022975762535 50 GTEX 100 1e-05 0.0 100 2337 0.0 -63 0.05516768523757632 0.05520209024160987 50 GTEX 100 1e-05 0.0 100 2337 0.0 -64 0.05509425060190217 0.05513238603737871 50 GTEX 100 1e-05 0.0 100 2337 0.0 -65 0.05502323154212493 0.055060409887661955 50 GTEX 100 1e-05 0.0 100 2337 0.0 -66 0.05492798804220005 0.05492676618887898 50 GTEX 100 1e-05 0.0 100 2337 0.0 -67 0.05479660674455841 0.05482786201903802 50 GTEX 100 1e-05 0.0 100 2337 0.0 -68 0.05470294145027297 0.05472823868402964 50 GTEX 100 1e-05 0.0 100 2337 0.0 -69 0.05461557601459794 0.054656711141419505 50 GTEX 100 1e-05 0.0 100 2337 0.0 -70 0.05453215100188322 0.0545542200765229 50 GTEX 100 1e-05 0.0 100 2337 0.0 -71 0.05443123340318645 0.05444834736873442 50 GTEX 100 1e-05 0.0 100 2337 0.0 -72 0.0542723004806252 0.05423011741965669 50 GTEX 100 1e-05 0.0 100 2337 0.0 -73 0.05407745383142342 0.05408114942052745 50 GTEX 100 1e-05 0.0 100 2337 0.0 -74 0.05393907566654892 0.05397822946565006 50 GTEX 100 1e-05 0.0 100 2337 0.0 -75 0.053868756342368 0.05392303182513315 50 GTEX 100 1e-05 0.0 100 2337 0.0 -76 0.05381429527874505 0.053866621227262136 50 GTEX 100 1e-05 0.0 100 2337 0.0 -77 0.05373631038808188 0.05377290477912462 50 GTEX 100 1e-05 0.0 100 2337 0.0 -78 0.053663439796459364 0.053721871602387936 50 GTEX 100 1e-05 0.0 100 2337 0.0 -79 0.05361285299972507 0.05367219084059331 50 GTEX 100 1e-05 0.0 100 2337 0.0 -80 0.053565162265390154 0.05362788620387193 50 GTEX 100 1e-05 0.0 100 2337 0.0 -81 0.053520509721523384 0.05358821416394112 50 GTEX 100 1e-05 0.0 100 2337 0.0 -82 0.05347695719524297 0.05354090767979849 50 GTEX 100 1e-05 0.0 100 2337 0.0 -83 0.053435384163172 0.053499100687329305 50 GTEX 100 1e-05 0.0 100 2337 0.0 -84 0.05338665793310555 0.05343871699653198 50 GTEX 100 1e-05 0.0 100 2337 0.0 -85 0.053278823740157834 0.05332722949721061 50 GTEX 100 1e-05 0.0 100 2337 0.0 -86 0.053215615632740666 0.0532781422464 50 GTEX 100 1e-05 0.0 100 2337 0.0 -87 0.05313453851188011 0.0531502141840331 50 GTEX 100 1e-05 0.0 100 2337 0.0 -88 0.05301697931225957 0.05305912490126751 50 GTEX 100 1e-05 0.0 100 2337 0.0 -89 0.05294282083540566 0.05300721431951332 50 GTEX 100 1e-05 0.0 100 2337 0.0 -90 0.05289789491811272 0.05296088381185278 50 GTEX 100 1e-05 0.0 100 2337 0.0 -91 0.0528304023199705 0.052875976287140136 50 GTEX 100 1e-05 0.0 100 2337 0.0 -92 0.05273555581117238 0.05279005823139909 50 GTEX 100 1e-05 0.0 100 2337 0.0 -93 0.052661574865433915 0.05272486019072197 50 GTEX 100 1e-05 0.0 100 2337 0.0 -94 0.052606188504156576 0.05268080684112052 50 GTEX 100 1e-05 0.0 100 2337 0.0 -95 0.052566553911368726 0.052638699658243374 50 GTEX 100 1e-05 0.0 100 2337 0.0 -96 0.052510967428378 0.052554641719270115 50 GTEX 100 1e-05 0.0 100 2337 0.0 -97 0.05241245438081228 0.05244329352172609 50 GTEX 100 1e-05 0.0 100 2337 0.0 -98 0.05231343013110188 0.052384285780356865 50 GTEX 100 1e-05 0.0 100 2337 0.0 -99 0.052272984801895 0.052351540089106835 50 GTEX 100 1e-05 0.0 100 2337 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00005lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00005lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 2da6f70ae..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00005lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.15118709864045468 0.12606520922465017 100 GTEX 100 5e-05 0.1 100 9814 0.0 -1 0.11590440502838661 0.10578435115487857 100 GTEX 100 5e-05 0.1 100 9814 0.0 -2 0.10286455374796212 0.09645511357276612 100 GTEX 100 5e-05 0.1 100 9814 0.0 -3 0.09438954888310493 0.0883480262847001 100 GTEX 100 5e-05 0.1 100 9814 0.0 -4 0.08589456169959975 0.07892574562545965 100 GTEX 100 5e-05 0.1 100 9814 0.0 -5 0.076063946185387 0.06936421030034584 100 GTEX 100 5e-05 0.1 100 9814 0.0 -6 0.06883036101271764 0.06469791048266589 100 GTEX 100 5e-05 0.1 100 9814 0.0 -7 0.06569530819017871 0.06280345727508965 100 GTEX 100 5e-05 0.1 100 9814 0.0 -8 0.06414311311551141 0.061615239531368354 100 GTEX 100 5e-05 0.1 100 9814 0.0 -9 0.0629935398102877 0.06057708063109746 100 GTEX 100 5e-05 0.1 100 9814 0.0 -10 0.06200523786675695 0.059647560728706785 100 GTEX 100 5e-05 0.1 100 9814 0.0 -11 0.06102582586989605 0.05884914070424471 100 GTEX 100 5e-05 0.1 100 9814 0.0 -12 0.06032490113273371 0.05825067108971538 100 GTEX 100 5e-05 0.1 100 9814 0.0 -13 0.05973119253070941 0.057720078559089526 100 GTEX 100 5e-05 0.1 100 9814 0.0 -14 0.05917911980078026 0.05724439937125594 100 GTEX 100 5e-05 0.1 100 9814 0.0 -15 0.05869834296412398 0.05677619440473984 100 GTEX 100 5e-05 0.1 100 9814 0.0 -16 0.05822501402437605 0.05634712855625515 100 GTEX 100 5e-05 0.1 100 9814 0.0 -17 0.05783920893781072 0.0559832056127347 100 GTEX 100 5e-05 0.1 100 9814 0.0 -18 0.05746332797344514 0.05565831556689603 100 GTEX 100 5e-05 0.1 100 9814 0.0 -19 0.05703863973437235 0.05522167181220798 100 GTEX 100 5e-05 0.1 100 9814 0.0 -20 0.05663920735370349 0.054847095218334814 100 GTEX 100 5e-05 0.1 100 9814 0.0 -21 0.056300089903607894 0.05455974690587802 100 GTEX 100 5e-05 0.1 100 9814 0.0 -22 0.05590787913374429 0.05416214577995326 100 GTEX 100 5e-05 0.1 100 9814 0.0 -23 0.05556358245744541 0.05384452148082138 100 GTEX 100 5e-05 0.1 100 9814 0.0 -24 0.05511242818759048 0.05334272254045925 100 GTEX 100 5e-05 0.1 100 9814 0.0 -25 0.05466018586735407 0.05298720546661674 100 GTEX 100 5e-05 0.1 100 9814 0.0 -26 0.05429047047171092 0.05263583741713839 100 GTEX 100 5e-05 0.1 100 9814 0.0 -27 0.05396287286111278 0.05230582191010392 100 GTEX 100 5e-05 0.1 100 9814 0.0 -28 0.05361037827918808 0.052041873774940975 100 GTEX 100 5e-05 0.1 100 9814 0.0 -29 0.05325551176317972 0.05162247247682325 100 GTEX 100 5e-05 0.1 100 9814 0.0 -30 0.05284193133083596 0.051258966794145426 100 GTEX 100 5e-05 0.1 100 9814 0.0 -31 0.05248477854353266 0.05090576189325789 100 GTEX 100 5e-05 0.1 100 9814 0.0 -32 0.05211570765773938 0.050595572310368826 100 GTEX 100 5e-05 0.1 100 9814 0.0 -33 0.05179790583629725 0.050261311105562256 100 GTEX 100 5e-05 0.1 100 9814 0.0 -34 0.051344564583754984 0.04976995772338639 100 GTEX 100 5e-05 0.1 100 9814 0.0 -35 0.05083219267863135 0.04930097026176779 100 GTEX 100 5e-05 0.1 100 9814 0.0 -36 0.05042807622764976 0.0489839369948146 100 GTEX 100 5e-05 0.1 100 9814 0.0 -37 0.05012008151289552 0.04857416755516266 100 GTEX 100 5e-05 0.1 100 9814 0.0 -38 0.04956473854590875 0.04808099162782553 100 GTEX 100 5e-05 0.1 100 9814 0.0 -39 0.04910503681723528 0.0476636305989648 100 GTEX 100 5e-05 0.1 100 9814 0.0 -40 0.048776001956034855 0.04742087670265495 100 GTEX 100 5e-05 0.1 100 9814 0.0 -41 0.048468512067894154 0.04710669202213052 100 GTEX 100 5e-05 0.1 100 9814 0.0 -42 0.04816438295667257 0.046805800225571535 100 GTEX 100 5e-05 0.1 100 9814 0.0 -43 0.04768197624943658 0.04602596711919788 100 GTEX 100 5e-05 0.1 100 9814 0.0 -44 0.046905146010028806 0.04551877851948539 100 GTEX 100 5e-05 0.1 100 9814 0.0 -45 0.0464205004257531 0.04501665885004254 100 GTEX 100 5e-05 0.1 100 9814 0.0 -46 0.04582105170110217 0.044382311913677044 100 GTEX 100 5e-05 0.1 100 9814 0.0 -47 0.04516262801276903 0.0437039094109499 100 GTEX 100 5e-05 0.1 100 9814 0.0 -48 0.04448405841057147 0.043121928030433763 100 GTEX 100 5e-05 0.1 100 9814 0.0 -49 0.04395127674328421 0.042617488128377456 100 GTEX 100 5e-05 0.1 100 9814 0.0 -50 0.04334877778776875 0.04199028971247347 100 GTEX 100 5e-05 0.1 100 9814 0.0 -51 0.04266736938844289 0.04117407974124861 100 GTEX 100 5e-05 0.1 100 9814 0.0 -52 0.041801048665247156 0.04033902164251179 100 GTEX 100 5e-05 0.1 100 9814 0.0 -53 0.04084572649479315 0.039417446679488786 100 GTEX 100 5e-05 0.1 100 9814 0.0 -54 0.04012453327396358 0.03883558928173304 100 GTEX 100 5e-05 0.1 100 9814 0.0 -55 0.03948309977605877 0.03818363455538514 100 GTEX 100 5e-05 0.1 100 9814 0.0 -56 0.03881427685820567 0.03753300277452505 100 GTEX 100 5e-05 0.1 100 9814 0.0 -57 0.038211724019968564 0.03703569013186281 100 GTEX 100 5e-05 0.1 100 9814 0.0 -58 0.037707954540878635 0.036484204261021926 100 GTEX 100 5e-05 0.1 100 9814 0.0 -59 0.03703587880515304 0.035790211050116066 100 GTEX 100 5e-05 0.1 100 9814 0.0 -60 0.03643596814253759 0.03524286773041627 100 GTEX 100 5e-05 0.1 100 9814 0.0 -61 0.0358769895483898 0.03473798851323218 100 GTEX 100 5e-05 0.1 100 9814 0.0 -62 0.03535044719341615 0.0342290855575877 100 GTEX 100 5e-05 0.1 100 9814 0.0 -63 0.03484086716258187 0.033710433545561344 100 GTEX 100 5e-05 0.1 100 9814 0.0 -64 0.0342028858471637 0.03299884795575994 100 GTEX 100 5e-05 0.1 100 9814 0.0 -65 0.03355853831126154 0.03241135599268707 100 GTEX 100 5e-05 0.1 100 9814 0.0 -66 0.03282428103389622 0.03161701962295141 100 GTEX 100 5e-05 0.1 100 9814 0.0 -67 0.03213267505611212 0.031035139469762718 100 GTEX 100 5e-05 0.1 100 9814 0.0 -68 0.03159115758425547 0.03055280002237726 100 GTEX 100 5e-05 0.1 100 9814 0.0 -69 0.031084752403057223 0.030077089566184993 100 GTEX 100 5e-05 0.1 100 9814 0.0 -70 0.030662173033429576 0.029709063357046803 100 GTEX 100 5e-05 0.1 100 9814 0.0 -71 0.030285347992672556 0.029304825527303117 100 GTEX 100 5e-05 0.1 100 9814 0.0 -72 0.029796336795904512 0.02873418823649448 100 GTEX 100 5e-05 0.1 100 9814 0.0 -73 0.029118584628526116 0.028083731735500547 100 GTEX 100 5e-05 0.1 100 9814 0.0 -74 0.028590685607586264 0.027651546622127182 100 GTEX 100 5e-05 0.1 100 9814 0.0 -75 0.028157515892035117 0.02725802343551197 100 GTEX 100 5e-05 0.1 100 9814 0.0 -76 0.02781219590560359 0.026900739773767984 100 GTEX 100 5e-05 0.1 100 9814 0.0 -77 0.027387750567302693 0.026480064313051364 100 GTEX 100 5e-05 0.1 100 9814 0.0 -78 0.026917564943259666 0.02596408035960261 100 GTEX 100 5e-05 0.1 100 9814 0.0 -79 0.026405972177466746 0.025471046269506557 100 GTEX 100 5e-05 0.1 100 9814 0.0 -80 0.025941233347313977 0.025073194189330017 100 GTEX 100 5e-05 0.1 100 9814 0.0 -81 0.025537285943529078 0.024677814476673592 100 GTEX 100 5e-05 0.1 100 9814 0.0 -82 0.025081599002354397 0.02414345504723121 100 GTEX 100 5e-05 0.1 100 9814 0.0 -83 0.024492426417406767 0.0235420515328759 100 GTEX 100 5e-05 0.1 100 9814 0.0 -84 0.023902418546192093 0.02299004344149234 100 GTEX 100 5e-05 0.1 100 9814 0.0 -85 0.023382937668450746 0.022518144077674516 100 GTEX 100 5e-05 0.1 100 9814 0.0 -86 0.022920431889529854 0.022040087467647324 100 GTEX 100 5e-05 0.1 100 9814 0.0 -87 0.022404771795557533 0.02152322537970407 100 GTEX 100 5e-05 0.1 100 9814 0.0 -88 0.02191437289568934 0.021074435769265144 100 GTEX 100 5e-05 0.1 100 9814 0.0 -89 0.02150927402304976 0.020709435891062587 100 GTEX 100 5e-05 0.1 100 9814 0.0 -90 0.021164384739910447 0.020380671054634758 100 GTEX 100 5e-05 0.1 100 9814 0.0 -91 0.02079617524456799 0.020002294027250078 100 GTEX 100 5e-05 0.1 100 9814 0.0 -92 0.02039910334803725 0.019584459759040024 100 GTEX 100 5e-05 0.1 100 9814 0.0 -93 0.019927690944423756 0.01906815004807688 100 GTEX 100 5e-05 0.1 100 9814 0.0 -94 0.019386399401369714 0.018503027383818826 100 GTEX 100 5e-05 0.1 100 9814 0.0 -95 0.018795526836248844 0.017903984903212735 100 GTEX 100 5e-05 0.1 100 9814 0.0 -96 0.018202034783299438 0.017327256401568764 100 GTEX 100 5e-05 0.1 100 9814 0.0 -97 0.017664236786164477 0.01680831464552834 100 GTEX 100 5e-05 0.1 100 9814 0.0 -98 0.01709560340924992 0.016186291791017066 100 GTEX 100 5e-05 0.1 100 9814 0.0 -99 0.016424435984649828 0.015454143700065948 100 GTEX 100 5e-05 0.1 100 9814 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00005lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00005lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 01aa09734..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00005lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1523085142895729 0.1263045522140006 100 GTEX 100 5e-05 0.5 100 3495 0.0 -1 0.11716627889778417 0.10565127726970064 100 GTEX 100 5e-05 0.5 100 3495 0.0 -2 0.10407189696435379 0.09688055217832667 100 GTEX 100 5e-05 0.5 100 3495 0.0 -3 0.09608523063798433 0.08955769495819005 100 GTEX 100 5e-05 0.5 100 3495 0.0 -4 0.08864455000691496 0.08125504230931685 100 GTEX 100 5e-05 0.5 100 3495 0.0 -5 0.07990414068438101 0.07154025862652086 100 GTEX 100 5e-05 0.5 100 3495 0.0 -6 0.07159211072927923 0.0650395596180352 100 GTEX 100 5e-05 0.5 100 3495 0.0 -7 0.06684627804601785 0.06259752372315175 100 GTEX 100 5e-05 0.5 100 3495 0.0 -8 0.06460697865273968 0.06135696014070692 100 GTEX 100 5e-05 0.5 100 3495 0.0 -9 0.0632057976155916 0.06039963122953027 100 GTEX 100 5e-05 0.5 100 3495 0.0 -10 0.062112170776734574 0.059574741969317085 100 GTEX 100 5e-05 0.5 100 3495 0.0 -11 0.06117156287847067 0.058923582117933734 100 GTEX 100 5e-05 0.5 100 3495 0.0 -12 0.06041508718964617 0.05834669645294944 100 GTEX 100 5e-05 0.5 100 3495 0.0 -13 0.059625969735567705 0.05769000989969239 100 GTEX 100 5e-05 0.5 100 3495 0.0 -14 0.058924336844605255 0.057187379199742365 100 GTEX 100 5e-05 0.5 100 3495 0.0 -15 0.05831235768872581 0.05666841212447605 100 GTEX 100 5e-05 0.5 100 3495 0.0 -16 0.057789011672965525 0.056237292890313005 100 GTEX 100 5e-05 0.5 100 3495 0.0 -17 0.05727681349221197 0.05579233411770357 100 GTEX 100 5e-05 0.5 100 3495 0.0 -18 0.05680457127359332 0.05539884976334445 100 GTEX 100 5e-05 0.5 100 3495 0.0 -19 0.056315668770541505 0.05495890279516521 100 GTEX 100 5e-05 0.5 100 3495 0.0 -20 0.05580792242974544 0.05446549938432164 100 GTEX 100 5e-05 0.5 100 3495 0.0 -21 0.05534759397951278 0.0540381035282358 100 GTEX 100 5e-05 0.5 100 3495 0.0 -22 0.054941151000333456 0.05370046260692321 100 GTEX 100 5e-05 0.5 100 3495 0.0 -23 0.054558794862055865 0.05332576076964009 100 GTEX 100 5e-05 0.5 100 3495 0.0 -24 0.05413968957117723 0.052918891305592575 100 GTEX 100 5e-05 0.5 100 3495 0.0 -25 0.05371863035628974 0.05256288807428382 100 GTEX 100 5e-05 0.5 100 3495 0.0 -26 0.053402131149279504 0.05225196534576525 100 GTEX 100 5e-05 0.5 100 3495 0.0 -27 0.053121422126761735 0.05197611963907575 100 GTEX 100 5e-05 0.5 100 3495 0.0 -28 0.052819839387414344 0.05178142023120543 100 GTEX 100 5e-05 0.5 100 3495 0.0 -29 0.05259358139892207 0.05148775248076526 100 GTEX 100 5e-05 0.5 100 3495 0.0 -30 0.052338006405971034 0.051273378299216354 100 GTEX 100 5e-05 0.5 100 3495 0.0 -31 0.05208617477138959 0.051037386640509726 100 GTEX 100 5e-05 0.5 100 3495 0.0 -32 0.05180869335108968 0.0507475867612507 100 GTEX 100 5e-05 0.5 100 3495 0.0 -33 0.05160993183260106 0.05059560622042576 100 GTEX 100 5e-05 0.5 100 3495 0.0 -34 0.05141481876237926 0.05040373629093623 100 GTEX 100 5e-05 0.5 100 3495 0.0 -35 0.051180376895452816 0.05017558717569018 100 GTEX 100 5e-05 0.5 100 3495 0.0 -36 0.05094537944832485 0.04998962228459097 100 GTEX 100 5e-05 0.5 100 3495 0.0 -37 0.050809467753022204 0.049798665178705986 100 GTEX 100 5e-05 0.5 100 3495 0.0 -38 0.050586536809214946 0.04961076299500556 100 GTEX 100 5e-05 0.5 100 3495 0.0 -39 0.05046405129861061 0.04944537063005306 100 GTEX 100 5e-05 0.5 100 3495 0.0 -40 0.050242486151606806 0.049223436063913335 100 GTEX 100 5e-05 0.5 100 3495 0.0 -41 0.05003285314956625 0.04898364081298897 100 GTEX 100 5e-05 0.5 100 3495 0.0 -42 0.049813004869118126 0.04882653370612928 100 GTEX 100 5e-05 0.5 100 3495 0.0 -43 0.04960280240331291 0.04853782889224277 100 GTEX 100 5e-05 0.5 100 3495 0.0 -44 0.04923695698773973 0.048127090508833584 100 GTEX 100 5e-05 0.5 100 3495 0.0 -45 0.048909094674941464 0.04790479916470133 100 GTEX 100 5e-05 0.5 100 3495 0.0 -46 0.04868649523632446 0.04759949340906433 100 GTEX 100 5e-05 0.5 100 3495 0.0 -47 0.04825160959645991 0.04710026290763467 100 GTEX 100 5e-05 0.5 100 3495 0.0 -48 0.0478492704292619 0.04680940422438397 100 GTEX 100 5e-05 0.5 100 3495 0.0 -49 0.04759784572135751 0.04655275278558296 100 GTEX 100 5e-05 0.5 100 3495 0.0 -50 0.04735780682120037 0.0463548887790156 100 GTEX 100 5e-05 0.5 100 3495 0.0 -51 0.047164456054900404 0.04613604573639173 100 GTEX 100 5e-05 0.5 100 3495 0.0 -52 0.046853662311977275 0.045808027353236885 100 GTEX 100 5e-05 0.5 100 3495 0.0 -53 0.046520473416436246 0.04533517306861769 100 GTEX 100 5e-05 0.5 100 3495 0.0 -54 0.046034857981340604 0.04493260001161706 100 GTEX 100 5e-05 0.5 100 3495 0.0 -55 0.04575059244813921 0.044727176781956236 100 GTEX 100 5e-05 0.5 100 3495 0.0 -56 0.045509089271612624 0.0444705244224561 100 GTEX 100 5e-05 0.5 100 3495 0.0 -57 0.045223160536970196 0.044171041564683045 100 GTEX 100 5e-05 0.5 100 3495 0.0 -58 0.04493411449577572 0.043850601470175804 100 GTEX 100 5e-05 0.5 100 3495 0.0 -59 0.044697103601055686 0.04364123559440043 100 GTEX 100 5e-05 0.5 100 3495 0.0 -60 0.044415033816208344 0.043356249611753925 100 GTEX 100 5e-05 0.5 100 3495 0.0 -61 0.04411101879008383 0.04304249494021383 100 GTEX 100 5e-05 0.5 100 3495 0.0 -62 0.04380771101585119 0.04266465588440913 100 GTEX 100 5e-05 0.5 100 3495 0.0 -63 0.04351037321272843 0.042499176761270026 100 GTEX 100 5e-05 0.5 100 3495 0.0 -64 0.04331904278818828 0.04231299622827157 100 GTEX 100 5e-05 0.5 100 3495 0.0 -65 0.04319228734606622 0.04215900917243595 100 GTEX 100 5e-05 0.5 100 3495 0.0 -66 0.04291921344708588 0.04180601389349187 100 GTEX 100 5e-05 0.5 100 3495 0.0 -67 0.042542150235656474 0.041429336986614274 100 GTEX 100 5e-05 0.5 100 3495 0.0 -68 0.04216906717168097 0.04101976255103663 100 GTEX 100 5e-05 0.5 100 3495 0.0 -69 0.04179798794910902 0.04067180278806632 100 GTEX 100 5e-05 0.5 100 3495 0.0 -70 0.041448574244434586 0.04034849441833369 100 GTEX 100 5e-05 0.5 100 3495 0.0 -71 0.041076221106371484 0.03995536988735652 100 GTEX 100 5e-05 0.5 100 3495 0.0 -72 0.04077236047576319 0.03970624417236549 100 GTEX 100 5e-05 0.5 100 3495 0.0 -73 0.04049399919950359 0.03940948858120596 100 GTEX 100 5e-05 0.5 100 3495 0.0 -74 0.04021114653272111 0.039116131545472964 100 GTEX 100 5e-05 0.5 100 3495 0.0 -75 0.03994182769645541 0.038887805542678434 100 GTEX 100 5e-05 0.5 100 3495 0.0 -76 0.039640287345615074 0.03854929103370855 100 GTEX 100 5e-05 0.5 100 3495 0.0 -77 0.039339272290219524 0.038310715737451616 100 GTEX 100 5e-05 0.5 100 3495 0.0 -78 0.0391255107170062 0.03807692231164232 100 GTEX 100 5e-05 0.5 100 3495 0.0 -79 0.03884652503258993 0.03769852143106805 100 GTEX 100 5e-05 0.5 100 3495 0.0 -80 0.038449555192761706 0.03730120410710686 100 GTEX 100 5e-05 0.5 100 3495 0.0 -81 0.038083157189968735 0.03703946529572454 100 GTEX 100 5e-05 0.5 100 3495 0.0 -82 0.03784589393762257 0.0367230900453524 100 GTEX 100 5e-05 0.5 100 3495 0.0 -83 0.037484737353745086 0.03640580950694392 100 GTEX 100 5e-05 0.5 100 3495 0.0 -84 0.03720058256008059 0.0361324358349064 100 GTEX 100 5e-05 0.5 100 3495 0.0 -85 0.036888101141027425 0.035813067306697144 100 GTEX 100 5e-05 0.5 100 3495 0.0 -86 0.036643026171351886 0.03560705566530899 100 GTEX 100 5e-05 0.5 100 3495 0.0 -87 0.0363932252536231 0.03533382291689572 100 GTEX 100 5e-05 0.5 100 3495 0.0 -88 0.036134858452491175 0.03515680263194294 100 GTEX 100 5e-05 0.5 100 3495 0.0 -89 0.03599429383812553 0.03494139882548227 100 GTEX 100 5e-05 0.5 100 3495 0.0 -90 0.03569628239768768 0.03469323120416344 100 GTEX 100 5e-05 0.5 100 3495 0.0 -91 0.035524642059751255 0.03454073684240475 100 GTEX 100 5e-05 0.5 100 3495 0.0 -92 0.03537880944772206 0.034340337627060964 100 GTEX 100 5e-05 0.5 100 3495 0.0 -93 0.035175147249443144 0.034216654887104216 100 GTEX 100 5e-05 0.5 100 3495 0.0 -94 0.03501812604418196 0.033971816301345825 100 GTEX 100 5e-05 0.5 100 3495 0.0 -95 0.03481085756027272 0.03380318723987264 100 GTEX 100 5e-05 0.5 100 3495 0.0 -96 0.03459868875584117 0.03358193989772307 100 GTEX 100 5e-05 0.5 100 3495 0.0 -97 0.03439176803704828 0.033389365520087484 100 GTEX 100 5e-05 0.5 100 3495 0.0 -98 0.03419719573991395 0.0331875650715012 100 GTEX 100 5e-05 0.5 100 3495 0.0 -99 0.033918496781258314 0.03283687029388015 100 GTEX 100 5e-05 0.5 100 3495 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00005lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00005lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index b4000c5fc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00005lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.15079902546753585 0.12777210443418743 100 GTEX 100 5e-05 0.0 100 2292 0.0 -1 0.1149406402246985 0.10705818737301083 100 GTEX 100 5e-05 0.0 100 2292 0.0 -2 0.10160924995116778 0.09753958368142748 100 GTEX 100 5e-05 0.0 100 2292 0.0 -3 0.09307349400282586 0.08931479107291072 100 GTEX 100 5e-05 0.0 100 2292 0.0 -4 0.08435059109553372 0.07956753373712641 100 GTEX 100 5e-05 0.0 100 2292 0.0 -5 0.07406432818205465 0.06979241080497155 100 GTEX 100 5e-05 0.0 100 2292 0.0 -6 0.06684451563506327 0.0651624954160402 100 GTEX 100 5e-05 0.0 100 2292 0.0 -7 0.06392572518763527 0.06333406593919706 100 GTEX 100 5e-05 0.0 100 2292 0.0 -8 0.06252074237545756 0.062159870485615824 100 GTEX 100 5e-05 0.0 100 2292 0.0 -9 0.06153364797649381 0.06125780532115312 100 GTEX 100 5e-05 0.0 100 2292 0.0 -10 0.060717580976340266 0.060472270070146696 100 GTEX 100 5e-05 0.0 100 2292 0.0 -11 0.05995854978126282 0.05970705929477858 100 GTEX 100 5e-05 0.0 100 2292 0.0 -12 0.059258475563645024 0.058999026456259956 100 GTEX 100 5e-05 0.0 100 2292 0.0 -13 0.05862951808026389 0.05834497058119611 100 GTEX 100 5e-05 0.0 100 2292 0.0 -14 0.05803143448306827 0.05771167200951068 100 GTEX 100 5e-05 0.0 100 2292 0.0 -15 0.0574438831035736 0.05714903468754808 100 GTEX 100 5e-05 0.0 100 2292 0.0 -16 0.056974941474058266 0.0567098713618041 100 GTEX 100 5e-05 0.0 100 2292 0.0 -17 0.056559885971958816 0.05633051921489574 100 GTEX 100 5e-05 0.0 100 2292 0.0 -18 0.05621972270062019 0.0559573373668774 100 GTEX 100 5e-05 0.0 100 2292 0.0 -19 0.05587662456043043 0.055658441121927235 100 GTEX 100 5e-05 0.0 100 2292 0.0 -20 0.05558029990405194 0.05533175268157353 100 GTEX 100 5e-05 0.0 100 2292 0.0 -21 0.055282173581674005 0.05507484596831717 100 GTEX 100 5e-05 0.0 100 2292 0.0 -22 0.05504814860648762 0.054846001696903894 100 GTEX 100 5e-05 0.0 100 2292 0.0 -23 0.05483189273558323 0.05463563711754269 100 GTEX 100 5e-05 0.0 100 2292 0.0 -24 0.05461693260501163 0.05438024547843425 100 GTEX 100 5e-05 0.0 100 2292 0.0 -25 0.05437023306405757 0.05418686425674551 100 GTEX 100 5e-05 0.0 100 2292 0.0 -26 0.05419103590687149 0.05400606665491151 100 GTEX 100 5e-05 0.0 100 2292 0.0 -27 0.05400335668511724 0.05378980169731401 100 GTEX 100 5e-05 0.0 100 2292 0.0 -28 0.05380594259157684 0.0536297535799982 100 GTEX 100 5e-05 0.0 100 2292 0.0 -29 0.05360887574215518 0.05342885796618099 100 GTEX 100 5e-05 0.0 100 2292 0.0 -30 0.053423647180213786 0.05323042301284043 100 GTEX 100 5e-05 0.0 100 2292 0.0 -31 0.05325865065414324 0.053089729095933104 100 GTEX 100 5e-05 0.0 100 2292 0.0 -32 0.05309178648779986 0.052869809189450154 100 GTEX 100 5e-05 0.0 100 2292 0.0 -33 0.05289017404167443 0.05273206703393178 100 GTEX 100 5e-05 0.0 100 2292 0.0 -34 0.05276768139135665 0.05261270784039914 100 GTEX 100 5e-05 0.0 100 2292 0.0 -35 0.05265483197194288 0.05250732385386986 100 GTEX 100 5e-05 0.0 100 2292 0.0 -36 0.05254666738466311 0.052400502457704834 100 GTEX 100 5e-05 0.0 100 2292 0.0 -37 0.05243572047183113 0.052256032314590625 100 GTEX 100 5e-05 0.0 100 2292 0.0 -38 0.05229526855153041 0.05215496000454906 100 GTEX 100 5e-05 0.0 100 2292 0.0 -39 0.0521979755666404 0.05206381307185376 100 GTEX 100 5e-05 0.0 100 2292 0.0 -40 0.05210733447891676 0.05198023557492989 100 GTEX 100 5e-05 0.0 100 2292 0.0 -41 0.05201958041326088 0.05188688723646643 100 GTEX 100 5e-05 0.0 100 2292 0.0 -42 0.05185806126486944 0.051666548227742595 100 GTEX 100 5e-05 0.0 100 2292 0.0 -43 0.05169786968724622 0.05157290782935266 100 GTEX 100 5e-05 0.0 100 2292 0.0 -44 0.05157925365106085 0.05143092936719325 100 GTEX 100 5e-05 0.0 100 2292 0.0 -45 0.05146623113019182 0.051359636376225905 100 GTEX 100 5e-05 0.0 100 2292 0.0 -46 0.05139376430581298 0.05129243682772488 100 GTEX 100 5e-05 0.0 100 2292 0.0 -47 0.05132352104925034 0.05121865826074615 100 GTEX 100 5e-05 0.0 100 2292 0.0 -48 0.051208989070815975 0.051102780372244326 100 GTEX 100 5e-05 0.0 100 2292 0.0 -49 0.051110962194293105 0.05097397827603518 100 GTEX 100 5e-05 0.0 100 2292 0.0 -50 0.050989392450707154 0.05081425985399308 100 GTEX 100 5e-05 0.0 100 2292 0.0 -51 0.05082438583247221 0.0507348742576833 100 GTEX 100 5e-05 0.0 100 2292 0.0 -52 0.050756272887514955 0.05067584216028112 100 GTEX 100 5e-05 0.0 100 2292 0.0 -53 0.05069784796863143 0.05062074229801109 100 GTEX 100 5e-05 0.0 100 2292 0.0 -54 0.050641935657514264 0.05056977606318296 100 GTEX 100 5e-05 0.0 100 2292 0.0 -55 0.05058713600211049 0.050522111526233614 100 GTEX 100 5e-05 0.0 100 2292 0.0 -56 0.05053595188870165 0.05047302251193007 100 GTEX 100 5e-05 0.0 100 2292 0.0 -57 0.050483564043373695 0.0504306752957092 100 GTEX 100 5e-05 0.0 100 2292 0.0 -58 0.05043204820559359 0.050352280683277226 100 GTEX 100 5e-05 0.0 100 2292 0.0 -59 0.05028370165103678 0.05021658926465666 100 GTEX 100 5e-05 0.0 100 2292 0.0 -60 0.0501690889801466 0.05010290820675658 100 GTEX 100 5e-05 0.0 100 2292 0.0 -61 0.050099502017659954 0.05005842688079116 100 GTEX 100 5e-05 0.0 100 2292 0.0 -62 0.05004970114109533 0.05001010261334394 100 GTEX 100 5e-05 0.0 100 2292 0.0 -63 0.04996427048355407 0.049926948638016735 100 GTEX 100 5e-05 0.0 100 2292 0.0 -64 0.04990771421781938 0.04988256421209288 100 GTEX 100 5e-05 0.0 100 2292 0.0 -65 0.0498619588640709 0.049837863235645874 100 GTEX 100 5e-05 0.0 100 2292 0.0 -66 0.04977700569650887 0.04972232906537364 100 GTEX 100 5e-05 0.0 100 2292 0.0 -67 0.049618310982002756 0.04953783379421488 100 GTEX 100 5e-05 0.0 100 2292 0.0 -68 0.04950316808822667 0.049490417321938526 100 GTEX 100 5e-05 0.0 100 2292 0.0 -69 0.04945735469321975 0.04945015259965291 100 GTEX 100 5e-05 0.0 100 2292 0.0 -70 0.04941489636658791 0.04941335092422627 100 GTEX 100 5e-05 0.0 100 2292 0.0 -71 0.049343631934251404 0.04931034639251096 100 GTEX 100 5e-05 0.0 100 2292 0.0 -72 0.04922193350543678 0.04915213936182029 100 GTEX 100 5e-05 0.0 100 2292 0.0 -73 0.04902656931476141 0.048883446184174645 100 GTEX 100 5e-05 0.0 100 2292 0.0 -74 0.048802546051855106 0.04873629072999773 100 GTEX 100 5e-05 0.0 100 2292 0.0 -75 0.04858443799392341 0.048548655619866043 100 GTEX 100 5e-05 0.0 100 2292 0.0 -76 0.048487806018059035 0.04849866144500758 100 GTEX 100 5e-05 0.0 100 2292 0.0 -77 0.04839926457115787 0.048359245699281475 100 GTEX 100 5e-05 0.0 100 2292 0.0 -78 0.04821098710052111 0.048101648178390674 100 GTEX 100 5e-05 0.0 100 2292 0.0 -79 0.04799769514998703 0.04799608161014296 100 GTEX 100 5e-05 0.0 100 2292 0.0 -80 0.04792843611417683 0.047946148272249633 100 GTEX 100 5e-05 0.0 100 2292 0.0 -81 0.047799226687143884 0.04773742715498794 100 GTEX 100 5e-05 0.0 100 2292 0.0 -82 0.047595407102334536 0.04754501445211838 100 GTEX 100 5e-05 0.0 100 2292 0.0 -83 0.04733983510511974 0.04731765742141031 100 GTEX 100 5e-05 0.0 100 2292 0.0 -84 0.047220317054836224 0.047224807946061 100 GTEX 100 5e-05 0.0 100 2292 0.0 -85 0.04709279967496158 0.04705920894789605 100 GTEX 100 5e-05 0.0 100 2292 0.0 -86 0.046812163490978734 0.04671433237965569 100 GTEX 100 5e-05 0.0 100 2292 0.0 -87 0.04657583138176994 0.046584829333957155 100 GTEX 100 5e-05 0.0 100 2292 0.0 -88 0.04647693491065793 0.046488042524219016 100 GTEX 100 5e-05 0.0 100 2292 0.0 -89 0.046369901517398435 0.046354805307016626 100 GTEX 100 5e-05 0.0 100 2292 0.0 -90 0.04621305355289248 0.04625216225594169 100 GTEX 100 5e-05 0.0 100 2292 0.0 -91 0.04607513179608871 0.045983375733569545 100 GTEX 100 5e-05 0.0 100 2292 0.0 -92 0.04573560784193799 0.04556463049731781 100 GTEX 100 5e-05 0.0 100 2292 0.0 -93 0.04533853832983701 0.04531362869497035 100 GTEX 100 5e-05 0.0 100 2292 0.0 -94 0.04515968237571584 0.04516277374423502 100 GTEX 100 5e-05 0.0 100 2292 0.0 -95 0.045009106363000546 0.04500069134928881 100 GTEX 100 5e-05 0.0 100 2292 0.0 -96 0.04469524959053675 0.04454125337897598 100 GTEX 100 5e-05 0.0 100 2292 0.0 -97 0.044281895181829754 0.04410258803814083 100 GTEX 100 5e-05 0.0 100 2292 0.0 -98 0.043825091753405654 0.04370059465330817 100 GTEX 100 5e-05 0.0 100 2292 0.0 -99 0.04340556703938392 0.04327894558868028 100 GTEX 100 5e-05 0.0 100 2292 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00005lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00005lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index e1619f4de..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00005lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.13284811910957622 0.10930825629671717 50 GTEX 100 5e-05 0.1 100 9170 0.0 -1 0.09839179773472727 0.09236914221154872 50 GTEX 100 5e-05 0.1 100 9170 0.0 -2 0.08118697727266103 0.07283286916042463 50 GTEX 100 5e-05 0.1 100 9170 0.0 -3 0.06685122250613434 0.06509948824266744 50 GTEX 100 5e-05 0.1 100 9170 0.0 -4 0.06315167366378573 0.06269770151025442 50 GTEX 100 5e-05 0.1 100 9170 0.0 -5 0.06132033585304253 0.06098464106567232 50 GTEX 100 5e-05 0.1 100 9170 0.0 -6 0.059964525741090666 0.059763014387381845 50 GTEX 100 5e-05 0.1 100 9170 0.0 -7 0.058853245821836646 0.058604604263609354 50 GTEX 100 5e-05 0.1 100 9170 0.0 -8 0.05791318619918317 0.057825600834627115 50 GTEX 100 5e-05 0.1 100 9170 0.0 -9 0.05722407401520989 0.057156249788720796 50 GTEX 100 5e-05 0.1 100 9170 0.0 -10 0.05660813962650158 0.05657383506345658 50 GTEX 100 5e-05 0.1 100 9170 0.0 -11 0.056048473787714465 0.0560248065102463 50 GTEX 100 5e-05 0.1 100 9170 0.0 -12 0.0554195858858462 0.05527260146695172 50 GTEX 100 5e-05 0.1 100 9170 0.0 -13 0.054710733933582646 0.054694678839791865 50 GTEX 100 5e-05 0.1 100 9170 0.0 -14 0.05411698879010828 0.05406748861102777 50 GTEX 100 5e-05 0.1 100 9170 0.0 -15 0.05355482111451139 0.05361165853479289 50 GTEX 100 5e-05 0.1 100 9170 0.0 -16 0.05302956766512171 0.0529093970420696 50 GTEX 100 5e-05 0.1 100 9170 0.0 -17 0.05234419398015286 0.05237483706311128 50 GTEX 100 5e-05 0.1 100 9170 0.0 -18 0.05167875851594912 0.051630017712372335 50 GTEX 100 5e-05 0.1 100 9170 0.0 -19 0.05082511484112976 0.05069447876779299 50 GTEX 100 5e-05 0.1 100 9170 0.0 -20 0.04994921383762846 0.049826717910714476 50 GTEX 100 5e-05 0.1 100 9170 0.0 -21 0.04893140120090811 0.04875795303812045 50 GTEX 100 5e-05 0.1 100 9170 0.0 -22 0.0480872324216425 0.04801365563879675 50 GTEX 100 5e-05 0.1 100 9170 0.0 -23 0.04726847480174681 0.04700844593969362 50 GTEX 100 5e-05 0.1 100 9170 0.0 -24 0.04630800429780795 0.04622959482975786 50 GTEX 100 5e-05 0.1 100 9170 0.0 -25 0.045450472697226844 0.045179408702276956 50 GTEX 100 5e-05 0.1 100 9170 0.0 -26 0.044321351275485456 0.04407597607986102 50 GTEX 100 5e-05 0.1 100 9170 0.0 -27 0.04339812284454922 0.043261389258696555 50 GTEX 100 5e-05 0.1 100 9170 0.0 -28 0.0425026088644512 0.042257525997073477 50 GTEX 100 5e-05 0.1 100 9170 0.0 -29 0.041614754560886646 0.04146426018086676 50 GTEX 100 5e-05 0.1 100 9170 0.0 -30 0.04086505396588118 0.040730577089714004 50 GTEX 100 5e-05 0.1 100 9170 0.0 -31 0.04015881970628673 0.03992886128109444 50 GTEX 100 5e-05 0.1 100 9170 0.0 -32 0.03932358125690814 0.039217319594476614 50 GTEX 100 5e-05 0.1 100 9170 0.0 -33 0.038618341333053675 0.038395761650324774 50 GTEX 100 5e-05 0.1 100 9170 0.0 -34 0.03777229164853838 0.03747414473175096 50 GTEX 100 5e-05 0.1 100 9170 0.0 -35 0.036843995564374524 0.03658597501341834 50 GTEX 100 5e-05 0.1 100 9170 0.0 -36 0.03598842803545055 0.0356911148011911 50 GTEX 100 5e-05 0.1 100 9170 0.0 -37 0.035070369036828274 0.03484361741281054 50 GTEX 100 5e-05 0.1 100 9170 0.0 -38 0.03422298023027227 0.0339357187695263 50 GTEX 100 5e-05 0.1 100 9170 0.0 -39 0.03346000836826282 0.03326915575637564 50 GTEX 100 5e-05 0.1 100 9170 0.0 -40 0.03283959132833366 0.032561520638631325 50 GTEX 100 5e-05 0.1 100 9170 0.0 -41 0.032172946557851204 0.032031901000145496 50 GTEX 100 5e-05 0.1 100 9170 0.0 -42 0.03169081775817654 0.03150578122586012 50 GTEX 100 5e-05 0.1 100 9170 0.0 -43 0.031079401884330695 0.030892816333263094 50 GTEX 100 5e-05 0.1 100 9170 0.0 -44 0.030531836028076142 0.030331471315213257 50 GTEX 100 5e-05 0.1 100 9170 0.0 -45 0.029893735411682287 0.029589159141503587 50 GTEX 100 5e-05 0.1 100 9170 0.0 -46 0.029202375930104472 0.02893706628549915 50 GTEX 100 5e-05 0.1 100 9170 0.0 -47 0.02853040668841487 0.028273674188457967 50 GTEX 100 5e-05 0.1 100 9170 0.0 -48 0.027984408851784954 0.027768001679203583 50 GTEX 100 5e-05 0.1 100 9170 0.0 -49 0.027409059595734944 0.027077759223009243 50 GTEX 100 5e-05 0.1 100 9170 0.0 -50 0.026700599421277286 0.026447246824975477 50 GTEX 100 5e-05 0.1 100 9170 0.0 -51 0.02628143802379635 0.02614546122433115 50 GTEX 100 5e-05 0.1 100 9170 0.0 -52 0.025975463772394267 0.025798310330952076 50 GTEX 100 5e-05 0.1 100 9170 0.0 -53 0.025638005267810994 0.025424466787097345 50 GTEX 100 5e-05 0.1 100 9170 0.0 -54 0.025139746784745193 0.02485615723260002 50 GTEX 100 5e-05 0.1 100 9170 0.0 -55 0.02464053153974385 0.024336926819678723 50 GTEX 100 5e-05 0.1 100 9170 0.0 -56 0.02400516003808647 0.02373034722338158 50 GTEX 100 5e-05 0.1 100 9170 0.0 -57 0.02353927177565238 0.023264185762734015 50 GTEX 100 5e-05 0.1 100 9170 0.0 -58 0.023138516075815484 0.02293007475936594 50 GTEX 100 5e-05 0.1 100 9170 0.0 -59 0.022841102704822897 0.022607360106004056 50 GTEX 100 5e-05 0.1 100 9170 0.0 -60 0.022465735798841535 0.02219628199878301 50 GTEX 100 5e-05 0.1 100 9170 0.0 -61 0.022082895722058803 0.021798233257273758 50 GTEX 100 5e-05 0.1 100 9170 0.0 -62 0.021724923260512327 0.021468758791996726 50 GTEX 100 5e-05 0.1 100 9170 0.0 -63 0.02139950819979333 0.021173306128201376 50 GTEX 100 5e-05 0.1 100 9170 0.0 -64 0.02114434274559044 0.020916293605368855 50 GTEX 100 5e-05 0.1 100 9170 0.0 -65 0.02083842261576616 0.02053058791565691 50 GTEX 100 5e-05 0.1 100 9170 0.0 -66 0.020489430866031357 0.02020145157713287 50 GTEX 100 5e-05 0.1 100 9170 0.0 -67 0.020154934490790737 0.019862901674364004 50 GTEX 100 5e-05 0.1 100 9170 0.0 -68 0.0198406989510984 0.019523559895985025 50 GTEX 100 5e-05 0.1 100 9170 0.0 -69 0.019475935952324948 0.01913124335285262 50 GTEX 100 5e-05 0.1 100 9170 0.0 -70 0.019015187740340094 0.018623071173807966 50 GTEX 100 5e-05 0.1 100 9170 0.0 -71 0.01861646496038087 0.018274782352971034 50 GTEX 100 5e-05 0.1 100 9170 0.0 -72 0.018243728639398393 0.0178817791488914 50 GTEX 100 5e-05 0.1 100 9170 0.0 -73 0.01786300093502206 0.017449329122051088 50 GTEX 100 5e-05 0.1 100 9170 0.0 -74 0.017456207561341187 0.01711856632957327 50 GTEX 100 5e-05 0.1 100 9170 0.0 -75 0.017193068895110034 0.01682188075758205 50 GTEX 100 5e-05 0.1 100 9170 0.0 -76 0.016775549172011683 0.01634499005718376 50 GTEX 100 5e-05 0.1 100 9170 0.0 -77 0.01636683670255952 0.01597502059391753 50 GTEX 100 5e-05 0.1 100 9170 0.0 -78 0.016029194080608943 0.015652152653004507 50 GTEX 100 5e-05 0.1 100 9170 0.0 -79 0.015755835473553186 0.015380467449318433 50 GTEX 100 5e-05 0.1 100 9170 0.0 -80 0.01550430678707897 0.015135122615376579 50 GTEX 100 5e-05 0.1 100 9170 0.0 -81 0.015286306095086931 0.014934614058159037 50 GTEX 100 5e-05 0.1 100 9170 0.0 -82 0.015091959686322803 0.01468510661068808 50 GTEX 100 5e-05 0.1 100 9170 0.0 -83 0.014814907120245809 0.014432725622300979 50 GTEX 100 5e-05 0.1 100 9170 0.0 -84 0.01459683796842042 0.01423423932227855 50 GTEX 100 5e-05 0.1 100 9170 0.0 -85 0.01438885624498346 0.013983778821963095 50 GTEX 100 5e-05 0.1 100 9170 0.0 -86 0.014108711474680267 0.013671029136009769 50 GTEX 100 5e-05 0.1 100 9170 0.0 -87 0.01375799929945276 0.013303332230848165 50 GTEX 100 5e-05 0.1 100 9170 0.0 -88 0.013397267475402335 0.01295491269198264 50 GTEX 100 5e-05 0.1 100 9170 0.0 -89 0.012951176173633214 0.012341194750719877 50 GTEX 100 5e-05 0.1 100 9170 0.0 -90 0.01222394745601348 0.011517731168310905 50 GTEX 100 5e-05 0.1 100 9170 0.0 -91 0.011265181687826671 0.010292592936482266 50 GTEX 100 5e-05 0.1 100 9170 0.0 -92 0.00943458448398791 0.007408882729432939 50 GTEX 100 5e-05 0.1 100 9170 0.0 -93 0.006331575407871975 0.004765266834974232 50 GTEX 100 5e-05 0.1 100 9170 0.0 -94 0.004730746154148563 0.0036494313626808644 50 GTEX 100 5e-05 0.1 100 9170 0.0 -95 0.003937600929145641 0.0030859341612970988 50 GTEX 100 5e-05 0.1 100 9170 0.0 -96 0.0035621190563259815 0.002769579764317452 50 GTEX 100 5e-05 0.1 100 9170 0.0 -97 0.003312692495348827 0.0025490180203273267 50 GTEX 100 5e-05 0.1 100 9170 0.0 -98 0.003121143859775023 0.0024057319011546304 50 GTEX 100 5e-05 0.1 100 9170 0.0 -99 0.0030020513415430655 0.0022933745049400532 50 GTEX 100 5e-05 0.1 100 9170 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00005lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00005lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 015b55784..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00005lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1356391872629465 0.10913456336173721 50 GTEX 100 5e-05 0.5 100 3977 0.0 -1 0.10164214801379717 0.09381763903360403 50 GTEX 100 5e-05 0.5 100 3977 0.0 -2 0.08790190275347294 0.07872905662927791 50 GTEX 100 5e-05 0.5 100 3977 0.0 -3 0.07238143075777356 0.06422792124374284 50 GTEX 100 5e-05 0.5 100 3977 0.0 -4 0.06388241057113495 0.06059092923488907 50 GTEX 100 5e-05 0.5 100 3977 0.0 -5 0.06120575940958724 0.05896608642667192 50 GTEX 100 5e-05 0.5 100 3977 0.0 -6 0.059591253760785376 0.05774212951555905 50 GTEX 100 5e-05 0.5 100 3977 0.0 -7 0.05837890489539048 0.05672212047042049 50 GTEX 100 5e-05 0.5 100 3977 0.0 -8 0.05730241934453168 0.05570367286725416 50 GTEX 100 5e-05 0.5 100 3977 0.0 -9 0.05616020132653046 0.05476819785460547 50 GTEX 100 5e-05 0.5 100 3977 0.0 -10 0.05534450347836637 0.05401701048129865 50 GTEX 100 5e-05 0.5 100 3977 0.0 -11 0.054470836903749986 0.05327557690243304 50 GTEX 100 5e-05 0.5 100 3977 0.0 -12 0.05363039953296321 0.05246884845367176 50 GTEX 100 5e-05 0.5 100 3977 0.0 -13 0.052986859168738895 0.05186004329741908 50 GTEX 100 5e-05 0.5 100 3977 0.0 -14 0.052303015282278244 0.05112690329126759 50 GTEX 100 5e-05 0.5 100 3977 0.0 -15 0.05163932035342559 0.05052459326363788 50 GTEX 100 5e-05 0.5 100 3977 0.0 -16 0.05099222144489557 0.04989463252373068 50 GTEX 100 5e-05 0.5 100 3977 0.0 -17 0.05049517951977345 0.0493841511994147 50 GTEX 100 5e-05 0.5 100 3977 0.0 -18 0.049841911467942236 0.04873107559978962 50 GTEX 100 5e-05 0.5 100 3977 0.0 -19 0.04907865639729952 0.047926096436868605 50 GTEX 100 5e-05 0.5 100 3977 0.0 -20 0.04838066184197735 0.04732797328850162 50 GTEX 100 5e-05 0.5 100 3977 0.0 -21 0.047840318841570674 0.04668130933133595 50 GTEX 100 5e-05 0.5 100 3977 0.0 -22 0.04710520080709717 0.04608424726746155 50 GTEX 100 5e-05 0.5 100 3977 0.0 -23 0.04662260044103655 0.04560649045831577 50 GTEX 100 5e-05 0.5 100 3977 0.0 -24 0.04596202101295194 0.04472534461903028 50 GTEX 100 5e-05 0.5 100 3977 0.0 -25 0.04495732888486502 0.04360037142616261 50 GTEX 100 5e-05 0.5 100 3977 0.0 -26 0.04368333574146382 0.0423176704831563 50 GTEX 100 5e-05 0.5 100 3977 0.0 -27 0.042481274048998374 0.041153773396300726 50 GTEX 100 5e-05 0.5 100 3977 0.0 -28 0.04121492707829762 0.03967457094686566 50 GTEX 100 5e-05 0.5 100 3977 0.0 -29 0.0398148992418097 0.038408803381734025 50 GTEX 100 5e-05 0.5 100 3977 0.0 -30 0.03864453576943546 0.03725076508584358 50 GTEX 100 5e-05 0.5 100 3977 0.0 -31 0.037347235032283 0.035951590477117115 50 GTEX 100 5e-05 0.5 100 3977 0.0 -32 0.036057981038258524 0.03459608887000002 50 GTEX 100 5e-05 0.5 100 3977 0.0 -33 0.03470675161400944 0.03319189902890771 50 GTEX 100 5e-05 0.5 100 3977 0.0 -34 0.03337306791907242 0.031956280114221254 50 GTEX 100 5e-05 0.5 100 3977 0.0 -35 0.03209765760826752 0.030575909315406595 50 GTEX 100 5e-05 0.5 100 3977 0.0 -36 0.030641290023442846 0.029086608135144975 50 GTEX 100 5e-05 0.5 100 3977 0.0 -37 0.029298688051213783 0.027740772487772736 50 GTEX 100 5e-05 0.5 100 3977 0.0 -38 0.02806427287693555 0.026636825045818612 50 GTEX 100 5e-05 0.5 100 3977 0.0 -39 0.0268962628363436 0.02540218878268289 50 GTEX 100 5e-05 0.5 100 3977 0.0 -40 0.025678720647510284 0.024212775674043046 50 GTEX 100 5e-05 0.5 100 3977 0.0 -41 0.024360792374538812 0.02282733078904365 50 GTEX 100 5e-05 0.5 100 3977 0.0 -42 0.0229544719462553 0.021403215634335584 50 GTEX 100 5e-05 0.5 100 3977 0.0 -43 0.021573122382617316 0.020122990150273752 50 GTEX 100 5e-05 0.5 100 3977 0.0 -44 0.02022574590154097 0.018532316522679854 50 GTEX 100 5e-05 0.5 100 3977 0.0 -45 0.01783654305938715 0.014978346614939065 50 GTEX 100 5e-05 0.5 100 3977 0.0 -46 0.01371501074049095 0.010613577571403618 50 GTEX 100 5e-05 0.5 100 3977 0.0 -47 0.010684794807332244 0.008320661673336484 50 GTEX 100 5e-05 0.5 100 3977 0.0 -48 0.008984706925903686 0.007000939946217965 50 GTEX 100 5e-05 0.5 100 3977 0.0 -49 0.007958548868928324 0.006077362181965843 50 GTEX 100 5e-05 0.5 100 3977 0.0 -50 0.007240615918027463 0.005480862845854388 50 GTEX 100 5e-05 0.5 100 3977 0.0 -51 0.0067515768095700625 0.005080744453277368 50 GTEX 100 5e-05 0.5 100 3977 0.0 -52 0.006360621549943829 0.004813131310591056 50 GTEX 100 5e-05 0.5 100 3977 0.0 -53 0.006106458645210881 0.00455491993923321 50 GTEX 100 5e-05 0.5 100 3977 0.0 -54 0.005887040245093211 0.004378510509819473 50 GTEX 100 5e-05 0.5 100 3977 0.0 -55 0.005717474162872529 0.004266854700501371 50 GTEX 100 5e-05 0.5 100 3977 0.0 -56 0.005583958491546068 0.004095678705502542 50 GTEX 100 5e-05 0.5 100 3977 0.0 -57 0.005483157809444415 0.004024650690414918 50 GTEX 100 5e-05 0.5 100 3977 0.0 -58 0.0053923421303658115 0.003952717520969392 50 GTEX 100 5e-05 0.5 100 3977 0.0 -59 0.00524268848557874 0.00391586143001135 50 GTEX 100 5e-05 0.5 100 3977 0.0 -60 0.005233351705792405 0.0037950835232321923 50 GTEX 100 5e-05 0.5 100 3977 0.0 -61 0.005142071455330667 0.0037183029711699758 50 GTEX 100 5e-05 0.5 100 3977 0.0 -62 0.005046963140463296 0.0036613387108812316 50 GTEX 100 5e-05 0.5 100 3977 0.0 -63 0.005016994451222723 0.003649439563100074 50 GTEX 100 5e-05 0.5 100 3977 0.0 -64 0.0049874548203837875 0.0035804193869707645 50 GTEX 100 5e-05 0.5 100 3977 0.0 -65 0.0049283550026646234 0.0035156692637612215 50 GTEX 100 5e-05 0.5 100 3977 0.0 -66 0.004880398285376591 0.003518879590219616 50 GTEX 100 5e-05 0.5 100 3977 0.0 -67 0.004775900990422136 0.003463689628687507 50 GTEX 100 5e-05 0.5 100 3977 0.0 -68 0.004818718285635594 0.0034196984262768702 50 GTEX 100 5e-05 0.5 100 3977 0.0 -69 0.004743456307564883 0.003428727543749935 50 GTEX 100 5e-05 0.5 100 3977 0.0 -70 0.004711053322543616 0.003412447155793215 50 GTEX 100 5e-05 0.5 100 3977 0.0 -71 0.004705525898297196 0.003366966577806287 50 GTEX 100 5e-05 0.5 100 3977 0.0 -72 0.004669261353155924 0.003321401086572147 50 GTEX 100 5e-05 0.5 100 3977 0.0 -73 0.004646221777553875 0.003320606531639063 50 GTEX 100 5e-05 0.5 100 3977 0.0 -74 0.004586763839103896 0.0032864541643982605 50 GTEX 100 5e-05 0.5 100 3977 0.0 -75 0.004618911400989833 0.003287821280869156 50 GTEX 100 5e-05 0.5 100 3977 0.0 -76 0.004568323152623988 0.0032741284815013807 50 GTEX 100 5e-05 0.5 100 3977 0.0 -77 0.00450754332779859 0.003189651847962191 50 GTEX 100 5e-05 0.5 100 3977 0.0 -78 0.004546584701627923 0.0032019837101666475 50 GTEX 100 5e-05 0.5 100 3977 0.0 -79 0.0044785398221405025 0.0031761267052488862 50 GTEX 100 5e-05 0.5 100 3977 0.0 -80 0.00448746450216458 0.003163364950475414 50 GTEX 100 5e-05 0.5 100 3977 0.0 -81 0.004430780571406219 0.0031608245964073523 50 GTEX 100 5e-05 0.5 100 3977 0.0 -82 0.0044471979646837165 0.0031434850277690775 50 GTEX 100 5e-05 0.5 100 3977 0.0 -83 0.004402525347406742 0.0031561432645333923 50 GTEX 100 5e-05 0.5 100 3977 0.0 -84 0.0044038458432665 0.0031265128508365992 50 GTEX 100 5e-05 0.5 100 3977 0.0 -85 0.004395137604841892 0.0031482762008190096 50 GTEX 100 5e-05 0.5 100 3977 0.0 -86 0.004389278912072519 0.0030910161823147603 50 GTEX 100 5e-05 0.5 100 3977 0.0 -87 0.004354893168958056 0.003092004682960789 50 GTEX 100 5e-05 0.5 100 3977 0.0 -88 0.004387466621204378 0.003101538738834286 50 GTEX 100 5e-05 0.5 100 3977 0.0 -89 0.0043290831918709255 0.0031126752803845776 50 GTEX 100 5e-05 0.5 100 3977 0.0 -90 0.004332348746934744 0.0030290802366174617 50 GTEX 100 5e-05 0.5 100 3977 0.0 -91 0.004329076918994796 0.003047409656408027 50 GTEX 100 5e-05 0.5 100 3977 0.0 -92 0.0043035587324418804 0.0030158337917419666 50 GTEX 100 5e-05 0.5 100 3977 0.0 -93 0.0042735735401888955 0.003008231230721076 50 GTEX 100 5e-05 0.5 100 3977 0.0 -94 0.0042781986017675355 0.0029894607517861197 50 GTEX 100 5e-05 0.5 100 3977 0.0 -95 0.004262216378603844 0.0030000032263917727 50 GTEX 100 5e-05 0.5 100 3977 0.0 -96 0.0042498067630413775 0.0029923685285450446 50 GTEX 100 5e-05 0.5 100 3977 0.0 -97 0.004272498868752495 0.0029964972240496216 50 GTEX 100 5e-05 0.5 100 3977 0.0 -98 0.00423466299669456 0.0029573506607493464 50 GTEX 100 5e-05 0.5 100 3977 0.0 -99 0.004236998936838027 0.0029759007522007696 50 GTEX 100 5e-05 0.5 100 3977 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00005lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00005lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index d798786ac..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.00005lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1338199249942816 0.10837546876231527 50 GTEX 100 5e-05 0.0 100 6209 0.0 -1 0.0993324870923838 0.09191137033836923 50 GTEX 100 5e-05 0.0 100 6209 0.0 -2 0.08276650102186747 0.07358637068264838 50 GTEX 100 5e-05 0.0 100 6209 0.0 -3 0.0674613414786176 0.0641537374983269 50 GTEX 100 5e-05 0.0 100 6209 0.0 -4 0.06259482802951664 0.0616008868943829 50 GTEX 100 5e-05 0.0 100 6209 0.0 -5 0.06059408062968446 0.05991315260217897 50 GTEX 100 5e-05 0.0 100 6209 0.0 -6 0.05906448299321993 0.05861402083429094 50 GTEX 100 5e-05 0.0 100 6209 0.0 -7 0.05793890620034738 0.057661911656818006 50 GTEX 100 5e-05 0.0 100 6209 0.0 -8 0.05702043612398781 0.0568075770788433 50 GTEX 100 5e-05 0.0 100 6209 0.0 -9 0.056275849949615334 0.05623681213664238 50 GTEX 100 5e-05 0.0 100 6209 0.0 -10 0.055683291858660076 0.05569650353191017 50 GTEX 100 5e-05 0.0 100 6209 0.0 -11 0.05515419823152281 0.055146003559855 50 GTEX 100 5e-05 0.0 100 6209 0.0 -12 0.0546158726774829 0.05467295842138987 50 GTEX 100 5e-05 0.0 100 6209 0.0 -13 0.054236838630084515 0.054343548295275795 50 GTEX 100 5e-05 0.0 100 6209 0.0 -14 0.053901209187750654 0.054024823541140375 50 GTEX 100 5e-05 0.0 100 6209 0.0 -15 0.05359687784996962 0.053726369564637486 50 GTEX 100 5e-05 0.0 100 6209 0.0 -16 0.05331794208530905 0.05345257230726259 50 GTEX 100 5e-05 0.0 100 6209 0.0 -17 0.05301229237803401 0.053159901964347174 50 GTEX 100 5e-05 0.0 100 6209 0.0 -18 0.05276231490507654 0.05293732989196995 50 GTEX 100 5e-05 0.0 100 6209 0.0 -19 0.052512072907388685 0.05265351952878695 50 GTEX 100 5e-05 0.0 100 6209 0.0 -20 0.05227669763153617 0.052452176773899406 50 GTEX 100 5e-05 0.0 100 6209 0.0 -21 0.05202303010762978 0.05217241884666024 50 GTEX 100 5e-05 0.0 100 6209 0.0 -22 0.05171338217341813 0.05184581222104709 50 GTEX 100 5e-05 0.0 100 6209 0.0 -23 0.051419077672279156 0.05157264468646095 50 GTEX 100 5e-05 0.0 100 6209 0.0 -24 0.05113791542670172 0.051249417826929926 50 GTEX 100 5e-05 0.0 100 6209 0.0 -25 0.050859322425737874 0.0509813092719806 50 GTEX 100 5e-05 0.0 100 6209 0.0 -26 0.05060635468582864 0.05080073112940607 50 GTEX 100 5e-05 0.0 100 6209 0.0 -27 0.05032820650467377 0.05044229694787314 50 GTEX 100 5e-05 0.0 100 6209 0.0 -28 0.04993469074362181 0.050072721039217685 50 GTEX 100 5e-05 0.0 100 6209 0.0 -29 0.049612592012115125 0.04977764867727747 50 GTEX 100 5e-05 0.0 100 6209 0.0 -30 0.049400542254063 0.04954978564449589 50 GTEX 100 5e-05 0.0 100 6209 0.0 -31 0.04913475912989439 0.04927795372563397 50 GTEX 100 5e-05 0.0 100 6209 0.0 -32 0.048823529648024666 0.04889056160904382 50 GTEX 100 5e-05 0.0 100 6209 0.0 -33 0.04841005414318255 0.0485075327493392 50 GTEX 100 5e-05 0.0 100 6209 0.0 -34 0.04805245528433811 0.048102913643924 50 GTEX 100 5e-05 0.0 100 6209 0.0 -35 0.04757532168557906 0.047545192557822614 50 GTEX 100 5e-05 0.0 100 6209 0.0 -36 0.04693669753623913 0.04696415047455196 50 GTEX 100 5e-05 0.0 100 6209 0.0 -37 0.046582157113578035 0.04677207877030844 50 GTEX 100 5e-05 0.0 100 6209 0.0 -38 0.04617384729529744 0.04619297888767357 50 GTEX 100 5e-05 0.0 100 6209 0.0 -39 0.04575322593797521 0.045638614904291275 50 GTEX 100 5e-05 0.0 100 6209 0.0 -40 0.04480797151546109 0.04452873542621562 50 GTEX 100 5e-05 0.0 100 6209 0.0 -41 0.04389338649071937 0.0438799239808389 50 GTEX 100 5e-05 0.0 100 6209 0.0 -42 0.04321601318481342 0.04286793504661027 50 GTEX 100 5e-05 0.0 100 6209 0.0 -43 0.042069803766360866 0.04180516259383566 50 GTEX 100 5e-05 0.0 100 6209 0.0 -44 0.04094147978615544 0.04015292562969284 50 GTEX 100 5e-05 0.0 100 6209 0.0 -45 0.03909239109306095 0.03871353096665085 50 GTEX 100 5e-05 0.0 100 6209 0.0 -46 0.03802596318853359 0.03757321051969954 50 GTEX 100 5e-05 0.0 100 6209 0.0 -47 0.03638146453733503 0.0354533065322914 50 GTEX 100 5e-05 0.0 100 6209 0.0 -48 0.0341637875332687 0.033296731739754684 50 GTEX 100 5e-05 0.0 100 6209 0.0 -49 0.0324488511749554 0.03181322383209213 50 GTEX 100 5e-05 0.0 100 6209 0.0 -50 0.030992057902817744 0.03058986818000051 50 GTEX 100 5e-05 0.0 100 6209 0.0 -51 0.029682353128889324 0.029052316770665772 50 GTEX 100 5e-05 0.0 100 6209 0.0 -52 0.02835793373334039 0.028044125872589788 50 GTEX 100 5e-05 0.0 100 6209 0.0 -53 0.027467783734877637 0.027226893454365176 50 GTEX 100 5e-05 0.0 100 6209 0.0 -54 0.026776135247584393 0.026479854963776504 50 GTEX 100 5e-05 0.0 100 6209 0.0 -55 0.025673388976187025 0.02498945867564855 50 GTEX 100 5e-05 0.0 100 6209 0.0 -56 0.02390129147293236 0.022853125835779503 50 GTEX 100 5e-05 0.0 100 6209 0.0 -57 0.021362248147257696 0.019111878649391827 50 GTEX 100 5e-05 0.0 100 6209 0.0 -58 0.011250379411408247 0.007046005154779259 50 GTEX 100 5e-05 0.0 100 6209 0.0 -59 0.005815931848884164 0.004858117573628974 50 GTEX 100 5e-05 0.0 100 6209 0.0 -60 0.00436771240137896 0.0038872701846268524 50 GTEX 100 5e-05 0.0 100 6209 0.0 -61 0.0036242946058783645 0.0033186190587224107 50 GTEX 100 5e-05 0.0 100 6209 0.0 -62 0.0031546830518691207 0.0029388631250489745 50 GTEX 100 5e-05 0.0 100 6209 0.0 -63 0.0028262690902075022 0.0026632235009230306 50 GTEX 100 5e-05 0.0 100 6209 0.0 -64 0.0025847698624807645 0.0024614238920320575 50 GTEX 100 5e-05 0.0 100 6209 0.0 -65 0.0023988302813630793 0.002299017386649073 50 GTEX 100 5e-05 0.0 100 6209 0.0 -66 0.00225111470086333 0.0021702278953863612 50 GTEX 100 5e-05 0.0 100 6209 0.0 -67 0.002129059921637464 0.0020583829629596167 50 GTEX 100 5e-05 0.0 100 6209 0.0 -68 0.0020275145035212085 0.0019646381165658766 50 GTEX 100 5e-05 0.0 100 6209 0.0 -69 0.001940818387464915 0.00188522985733571 50 GTEX 100 5e-05 0.0 100 6209 0.0 -70 0.0018667114002212412 0.001817122506360194 50 GTEX 100 5e-05 0.0 100 6209 0.0 -71 0.001802453988115045 0.0017578248627317411 50 GTEX 100 5e-05 0.0 100 6209 0.0 -72 0.0017463842577944244 0.0017044888315775463 50 GTEX 100 5e-05 0.0 100 6209 0.0 -73 0.001696297617337388 0.0016570732684915764 50 GTEX 100 5e-05 0.0 100 6209 0.0 -74 0.00165135584281919 0.0016166846510890461 50 GTEX 100 5e-05 0.0 100 6209 0.0 -75 0.0016106700604765572 0.00157656748212534 50 GTEX 100 5e-05 0.0 100 6209 0.0 -76 0.0015740694071346146 0.001541690287417502 50 GTEX 100 5e-05 0.0 100 6209 0.0 -77 0.00154107057608145 0.0015110058431998744 50 GTEX 100 5e-05 0.0 100 6209 0.0 -78 0.0015106917387660579 0.0014816031321182054 50 GTEX 100 5e-05 0.0 100 6209 0.0 -79 0.0014832602882260198 0.001455302794416127 50 GTEX 100 5e-05 0.0 100 6209 0.0 -80 0.0014578115214932416 0.0014310110331169495 50 GTEX 100 5e-05 0.0 100 6209 0.0 -81 0.0014348202924967855 0.001409062692327177 50 GTEX 100 5e-05 0.0 100 6209 0.0 -82 0.001412997871794352 0.0013882948378695905 50 GTEX 100 5e-05 0.0 100 6209 0.0 -83 0.0013925818563067583 0.0013689140651105929 50 GTEX 100 5e-05 0.0 100 6209 0.0 -84 0.0013738709634212828 0.0013516892611753805 50 GTEX 100 5e-05 0.0 100 6209 0.0 -85 0.0013562969043355085 0.0013345540563147445 50 GTEX 100 5e-05 0.0 100 6209 0.0 -86 0.0013397900369617425 0.001319291005698971 50 GTEX 100 5e-05 0.0 100 6209 0.0 -87 0.0013239778008391082 0.0013040553182168747 50 GTEX 100 5e-05 0.0 100 6209 0.0 -88 0.00130917157751457 0.0012894327603563836 50 GTEX 100 5e-05 0.0 100 6209 0.0 -89 0.0012958148101401173 0.0012769885907859715 50 GTEX 100 5e-05 0.0 100 6209 0.0 -90 0.001282802641746792 0.0012662497921421868 50 GTEX 100 5e-05 0.0 100 6209 0.0 -91 0.001270660173844023 0.0012542861608961888 50 GTEX 100 5e-05 0.0 100 6209 0.0 -92 0.001259283259307553 0.0012432256500597887 50 GTEX 100 5e-05 0.0 100 6209 0.0 -93 0.0012482269806167604 0.0012324523128048577 50 GTEX 100 5e-05 0.0 100 6209 0.0 -94 0.0012381243679050352 0.0012232566534757558 50 GTEX 100 5e-05 0.0 100 6209 0.0 -95 0.0012284165621954828 0.0012150725350669185 50 GTEX 100 5e-05 0.0 100 6209 0.0 -96 0.0012188865320772377 0.0012056252046243887 50 GTEX 100 5e-05 0.0 100 6209 0.0 -97 0.001209797599601098 0.0011965346103445574 50 GTEX 100 5e-05 0.0 100 6209 0.0 -98 0.0012011014431488945 0.0011889858444897677 50 GTEX 100 5e-05 0.0 100 6209 0.0 -99 0.0011929648354961592 0.0011807037847198036 50 GTEX 100 5e-05 0.0 100 6209 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.0005lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.0005lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index adced41bb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.0005lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.10428557018125222 0.06825002869272413 100 GTEX 100 0.0005 0.1 100 6802 0.0 -1 0.06027414046800085 0.0542487303935303 100 GTEX 100 0.0005 0.1 100 6802 0.0 -2 0.053005511453291604 0.049711568713074854 100 GTEX 100 0.0005 0.1 100 6802 0.0 -3 0.048601068531911575 0.045090487389736755 100 GTEX 100 0.0005 0.1 100 6802 0.0 -4 0.02960129473187219 0.007493356772177913 100 GTEX 100 0.0005 0.1 100 6802 0.0 -5 0.006391778700640011 0.0047066080164405106 100 GTEX 100 0.0005 0.1 100 6802 0.0 -6 0.005073166427016495 0.004012301109178778 100 GTEX 100 0.0005 0.1 100 6802 0.0 -7 0.004504061458580998 0.0035596519306712844 100 GTEX 100 0.0005 0.1 100 6802 0.0 -8 0.004186381551021836 0.0032692308468609595 100 GTEX 100 0.0005 0.1 100 6802 0.0 -9 0.003927434617430176 0.003072667206520703 100 GTEX 100 0.0005 0.1 100 6802 0.0 -10 0.0037460690194789487 0.0029135604022502786 100 GTEX 100 0.0005 0.1 100 6802 0.0 -11 0.003613404358640861 0.002759411506985134 100 GTEX 100 0.0005 0.1 100 6802 0.0 -12 0.003500867681986061 0.0026410568997745506 100 GTEX 100 0.0005 0.1 100 6802 0.0 -13 0.003367936281021832 0.0025675529693766803 100 GTEX 100 0.0005 0.1 100 6802 0.0 -14 0.0032877875925321613 0.0024682124076276565 100 GTEX 100 0.0005 0.1 100 6802 0.0 -15 0.003197507451036462 0.002398481922748254 100 GTEX 100 0.0005 0.1 100 6802 0.0 -16 0.0031646224549355985 0.0023468010881809455 100 GTEX 100 0.0005 0.1 100 6802 0.0 -17 0.0030725883159670774 0.002274787657231999 100 GTEX 100 0.0005 0.1 100 6802 0.0 -18 0.0030320157626071427 0.0022631818570281615 100 GTEX 100 0.0005 0.1 100 6802 0.0 -19 0.0030207775002069007 0.002214458876841847 100 GTEX 100 0.0005 0.1 100 6802 0.0 -20 0.0029492692884069173 0.0021764474386214757 100 GTEX 100 0.0005 0.1 100 6802 0.0 -21 0.0029198608897922315 0.0021356417122031404 100 GTEX 100 0.0005 0.1 100 6802 0.0 -22 0.0028661312758717955 0.002101424185137757 100 GTEX 100 0.0005 0.1 100 6802 0.0 -23 0.0028442934718320633 0.0020660449526743686 100 GTEX 100 0.0005 0.1 100 6802 0.0 -24 0.00284677348520205 0.00206939037402334 100 GTEX 100 0.0005 0.1 100 6802 0.0 -25 0.0028299120799274834 0.0020657181075841415 100 GTEX 100 0.0005 0.1 100 6802 0.0 -26 0.0027974980816011337 0.00202760310222115 100 GTEX 100 0.0005 0.1 100 6802 0.0 -27 0.002772709757459114 0.0020332074389499064 100 GTEX 100 0.0005 0.1 100 6802 0.0 -28 0.0027753704889231135 0.0020183019717170824 100 GTEX 100 0.0005 0.1 100 6802 0.0 -29 0.002768470382042842 0.0019750969259585377 100 GTEX 100 0.0005 0.1 100 6802 0.0 -30 0.0027470103195668043 0.0020097485020183054 100 GTEX 100 0.0005 0.1 100 6802 0.0 -31 0.002730462124999729 0.001983659545990139 100 GTEX 100 0.0005 0.1 100 6802 0.0 -32 0.0027295243372737156 0.001988778533077597 100 GTEX 100 0.0005 0.1 100 6802 0.0 -33 0.0027379600544514913 0.001981279268743959 100 GTEX 100 0.0005 0.1 100 6802 0.0 -34 0.002690517734255147 0.0019443873231947252 100 GTEX 100 0.0005 0.1 100 6802 0.0 -35 0.002679650807710707 0.0019588233237314134 100 GTEX 100 0.0005 0.1 100 6802 0.0 -36 0.00271191377150139 0.0019703994809646343 100 GTEX 100 0.0005 0.1 100 6802 0.0 -37 0.0026747807901446297 0.0019671188458488696 100 GTEX 100 0.0005 0.1 100 6802 0.0 -38 0.0026533504535038873 0.0019336417149185795 100 GTEX 100 0.0005 0.1 100 6802 0.0 -39 0.002646919771198829 0.0019074975563383204 100 GTEX 100 0.0005 0.1 100 6802 0.0 -40 0.0026725782402435456 0.0019358742774991822 100 GTEX 100 0.0005 0.1 100 6802 0.0 -41 0.0026926935027050763 0.0019159164251370121 100 GTEX 100 0.0005 0.1 100 6802 0.0 -42 0.0026572235244393875 0.0018965457995446973 100 GTEX 100 0.0005 0.1 100 6802 0.0 -43 0.0026577956497335136 0.0018893214856263803 100 GTEX 100 0.0005 0.1 100 6802 0.0 -44 0.002630057644732143 0.0019047313419386688 100 GTEX 100 0.0005 0.1 100 6802 0.0 -45 0.0026153833450407366 0.0018828246222823122 100 GTEX 100 0.0005 0.1 100 6802 0.0 -46 0.0026341341777518824 0.0018893886191997068 100 GTEX 100 0.0005 0.1 100 6802 0.0 -47 0.0025901771906054615 0.0018910104183111863 100 GTEX 100 0.0005 0.1 100 6802 0.0 -48 0.002577892477800506 0.001868916771944768 100 GTEX 100 0.0005 0.1 100 6802 0.0 -49 0.002592646564743894 0.0019023561772284852 100 GTEX 100 0.0005 0.1 100 6802 0.0 -50 0.002578769623067494 0.0018940287413776714 100 GTEX 100 0.0005 0.1 100 6802 0.0 -51 0.0025923586072459435 0.0018639202152658607 100 GTEX 100 0.0005 0.1 100 6802 0.0 -52 0.0025618532385513404 0.001849914708408481 100 GTEX 100 0.0005 0.1 100 6802 0.0 -53 0.0025583927728815353 0.001883257414610922 100 GTEX 100 0.0005 0.1 100 6802 0.0 -54 0.0025469135162055107 0.001863911303075406 100 GTEX 100 0.0005 0.1 100 6802 0.0 -55 0.002557371017773279 0.0018621587841647603 100 GTEX 100 0.0005 0.1 100 6802 0.0 -56 0.0025106036933372116 0.0018611875001496915 100 GTEX 100 0.0005 0.1 100 6802 0.0 -57 0.002565234965801489 0.0018193083992334147 100 GTEX 100 0.0005 0.1 100 6802 0.0 -58 0.002507994831828423 0.001801004044148547 100 GTEX 100 0.0005 0.1 100 6802 0.0 -59 0.0025325110840791285 0.0018188132671639323 100 GTEX 100 0.0005 0.1 100 6802 0.0 -60 0.0025050979283907553 0.0018111437761858672 100 GTEX 100 0.0005 0.1 100 6802 0.0 -61 0.0024914484417172815 0.0018738197873633341 100 GTEX 100 0.0005 0.1 100 6802 0.0 -62 0.002472392923067899 0.0017962493427352761 100 GTEX 100 0.0005 0.1 100 6802 0.0 -63 0.0025079127962002457 0.0017871076666958943 100 GTEX 100 0.0005 0.1 100 6802 0.0 -64 0.002509832573788788 0.0018000214519120839 100 GTEX 100 0.0005 0.1 100 6802 0.0 -65 0.0024655812792155354 0.0017710420875827792 100 GTEX 100 0.0005 0.1 100 6802 0.0 -66 0.0024941977154016117 0.001778799000713167 100 GTEX 100 0.0005 0.1 100 6802 0.0 -67 0.002483595190765526 0.0017972227762286825 100 GTEX 100 0.0005 0.1 100 6802 0.0 -68 0.002436828862506201 0.0017718080477257872 100 GTEX 100 0.0005 0.1 100 6802 0.0 -69 0.0024619123344984976 0.0017541212321014743 100 GTEX 100 0.0005 0.1 100 6802 0.0 -70 0.0024583384798871366 0.0017674822447035362 100 GTEX 100 0.0005 0.1 100 6802 0.0 -71 0.0024584545550504515 0.001771172678129953 100 GTEX 100 0.0005 0.1 100 6802 0.0 -72 0.002448611291241697 0.0017849704743798525 100 GTEX 100 0.0005 0.1 100 6802 0.0 -73 0.002444930562372333 0.001779967098773064 100 GTEX 100 0.0005 0.1 100 6802 0.0 -74 0.0024184826835511844 0.0017609248962961563 100 GTEX 100 0.0005 0.1 100 6802 0.0 -75 0.002444777746425236 0.0017608633117056221 100 GTEX 100 0.0005 0.1 100 6802 0.0 -76 0.0024248533170944542 0.0017362298880360255 100 GTEX 100 0.0005 0.1 100 6802 0.0 -77 0.002434671848617495 0.001782484128610886 100 GTEX 100 0.0005 0.1 100 6802 0.0 -78 0.002402187285956034 0.001730294161150409 100 GTEX 100 0.0005 0.1 100 6802 0.0 -79 0.0024177975928965922 0.0017578380134579913 100 GTEX 100 0.0005 0.1 100 6802 0.0 -80 0.0024015744508620778 0.0017354499261840442 100 GTEX 100 0.0005 0.1 100 6802 0.0 -81 0.002445852436921925 0.0017403173282522948 100 GTEX 100 0.0005 0.1 100 6802 0.0 -82 0.0024292641645695828 0.0017551913722011017 100 GTEX 100 0.0005 0.1 100 6802 0.0 -83 0.002391635591886899 0.0017518854311387633 100 GTEX 100 0.0005 0.1 100 6802 0.0 -84 0.0024387304800669494 0.001726087040228932 100 GTEX 100 0.0005 0.1 100 6802 0.0 -85 0.002409893530364393 0.0017417279915784986 100 GTEX 100 0.0005 0.1 100 6802 0.0 -86 0.0024103593417483964 0.0017591749819016842 100 GTEX 100 0.0005 0.1 100 6802 0.0 -87 0.002413611701829649 0.0017349886665467753 100 GTEX 100 0.0005 0.1 100 6802 0.0 -88 0.0024074522282676782 0.0017736925962186301 100 GTEX 100 0.0005 0.1 100 6802 0.0 -89 0.0024020392723161947 0.0017632068083497621 100 GTEX 100 0.0005 0.1 100 6802 0.0 -90 0.0024026575167691434 0.0017215717564418402 100 GTEX 100 0.0005 0.1 100 6802 0.0 -91 0.002388906193410365 0.001723361807563714 100 GTEX 100 0.0005 0.1 100 6802 0.0 -92 0.002410497895951634 0.001748370752535307 100 GTEX 100 0.0005 0.1 100 6802 0.0 -93 0.0024127582238086557 0.0018156439512118188 100 GTEX 100 0.0005 0.1 100 6802 0.0 -94 0.0023971734404386043 0.0017644490226890765 100 GTEX 100 0.0005 0.1 100 6802 0.0 -95 0.0023665237598334836 0.0017431117271112116 100 GTEX 100 0.0005 0.1 100 6802 0.0 -96 0.002387636620836637 0.0017090997191238086 100 GTEX 100 0.0005 0.1 100 6802 0.0 -97 0.002419693099778117 0.0017243637995504042 100 GTEX 100 0.0005 0.1 100 6802 0.0 -98 0.0024062432922012465 0.0017494890668886243 100 GTEX 100 0.0005 0.1 100 6802 0.0 -99 0.0023989770736811333 0.00173214746474469 100 GTEX 100 0.0005 0.1 100 6802 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.0005lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.0005lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 14a70df98..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.0005lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.10756435072842603 0.0733192063613083 100 GTEX 100 0.0005 0.5 100 3782 0.0 -1 0.061582769716542765 0.053929947883230654 100 GTEX 100 0.0005 0.5 100 3782 0.0 -2 0.05070484692418325 0.04409370428312414 100 GTEX 100 0.0005 0.5 100 3782 0.0 -3 0.023652717674268523 0.008725075552261262 100 GTEX 100 0.0005 0.5 100 3782 0.0 -4 0.008568704324426489 0.006948095572821994 100 GTEX 100 0.0005 0.5 100 3782 0.0 -5 0.007588918107752911 0.0060703240639526585 100 GTEX 100 0.0005 0.5 100 3782 0.0 -6 0.007090517993858221 0.005651096625699743 100 GTEX 100 0.0005 0.5 100 3782 0.0 -7 0.006739475307625102 0.005397970361472196 100 GTEX 100 0.0005 0.5 100 3782 0.0 -8 0.006487596683702742 0.005188010333764576 100 GTEX 100 0.0005 0.5 100 3782 0.0 -9 0.006271872822039071 0.004933308402763347 100 GTEX 100 0.0005 0.5 100 3782 0.0 -10 0.006062403130417352 0.0048097874969244 100 GTEX 100 0.0005 0.5 100 3782 0.0 -11 0.005940770253647692 0.004651506665116707 100 GTEX 100 0.0005 0.5 100 3782 0.0 -12 0.005864323713880942 0.0045065744213419945 100 GTEX 100 0.0005 0.5 100 3782 0.0 -13 0.005759911275477325 0.004456638581625863 100 GTEX 100 0.0005 0.5 100 3782 0.0 -14 0.005655290380087223 0.004412833224103818 100 GTEX 100 0.0005 0.5 100 3782 0.0 -15 0.005578273097573578 0.004336101496096403 100 GTEX 100 0.0005 0.5 100 3782 0.0 -16 0.005550025460331234 0.004281946187909735 100 GTEX 100 0.0005 0.5 100 3782 0.0 -17 0.005459700853421102 0.004296669012339283 100 GTEX 100 0.0005 0.5 100 3782 0.0 -18 0.005442030779362981 0.004274531934204947 100 GTEX 100 0.0005 0.5 100 3782 0.0 -19 0.00536045650499528 0.0041924068348361855 100 GTEX 100 0.0005 0.5 100 3782 0.0 -20 0.005366000430262006 0.004064580075046182 100 GTEX 100 0.0005 0.5 100 3782 0.0 -21 0.005340882922349878 0.004177781944464142 100 GTEX 100 0.0005 0.5 100 3782 0.0 -22 0.005335130343394492 0.0040939958215453895 100 GTEX 100 0.0005 0.5 100 3782 0.0 -23 0.005279132301461814 0.00413767888543582 100 GTEX 100 0.0005 0.5 100 3782 0.0 -24 0.005263894813882331 0.004156518601830128 100 GTEX 100 0.0005 0.5 100 3782 0.0 -25 0.005173712025895389 0.004083534619441617 100 GTEX 100 0.0005 0.5 100 3782 0.0 -26 0.005189125620356388 0.004040148613811559 100 GTEX 100 0.0005 0.5 100 3782 0.0 -27 0.005249616032289413 0.004042163542595767 100 GTEX 100 0.0005 0.5 100 3782 0.0 -28 0.005227816382200124 0.00400066965245447 100 GTEX 100 0.0005 0.5 100 3782 0.0 -29 0.005212101710245471 0.004046600607680617 100 GTEX 100 0.0005 0.5 100 3782 0.0 -30 0.005199353537087731 0.003987469781232651 100 GTEX 100 0.0005 0.5 100 3782 0.0 -31 0.005187334657680262 0.003883516664719457 100 GTEX 100 0.0005 0.5 100 3782 0.0 -32 0.005148123483071927 0.00398065762049005 100 GTEX 100 0.0005 0.5 100 3782 0.0 -33 0.005109139718607208 0.00387863937885759 100 GTEX 100 0.0005 0.5 100 3782 0.0 -34 0.005106679757521244 0.0038804787037603756 100 GTEX 100 0.0005 0.5 100 3782 0.0 -35 0.005081156448153101 0.00385694977023529 100 GTEX 100 0.0005 0.5 100 3782 0.0 -36 0.005055832727794031 0.003836889668038476 100 GTEX 100 0.0005 0.5 100 3782 0.0 -37 0.005010006931056845 0.0038647197165699964 100 GTEX 100 0.0005 0.5 100 3782 0.0 -38 0.005018738238775464 0.0036866102392427596 100 GTEX 100 0.0005 0.5 100 3782 0.0 -39 0.005024906132754686 0.0037770980133359877 100 GTEX 100 0.0005 0.5 100 3782 0.0 -40 0.005048377738097448 0.0038075548058425293 100 GTEX 100 0.0005 0.5 100 3782 0.0 -41 0.005026837025737673 0.003993130319117934 100 GTEX 100 0.0005 0.5 100 3782 0.0 -42 0.0049968958694400845 0.003816043232132047 100 GTEX 100 0.0005 0.5 100 3782 0.0 -43 0.0049895182098660925 0.0037905036546148274 100 GTEX 100 0.0005 0.5 100 3782 0.0 -44 0.00499026287053722 0.0037416459641954063 100 GTEX 100 0.0005 0.5 100 3782 0.0 -45 0.004998808709354238 0.003749079505661538 100 GTEX 100 0.0005 0.5 100 3782 0.0 -46 0.004973575199790023 0.003846639351203981 100 GTEX 100 0.0005 0.5 100 3782 0.0 -47 0.004903045747859231 0.0038172312093254163 100 GTEX 100 0.0005 0.5 100 3782 0.0 -48 0.004942863125417405 0.003786135911091652 100 GTEX 100 0.0005 0.5 100 3782 0.0 -49 0.0049486021282828365 0.003662719418730289 100 GTEX 100 0.0005 0.5 100 3782 0.0 -50 0.004936268810439373 0.003711888776426363 100 GTEX 100 0.0005 0.5 100 3782 0.0 -51 0.004933653274607895 0.0036195981424273532 100 GTEX 100 0.0005 0.5 100 3782 0.0 -52 0.004906897661284524 0.0037176249754179566 100 GTEX 100 0.0005 0.5 100 3782 0.0 -53 0.004946183683898635 0.003740249677054839 100 GTEX 100 0.0005 0.5 100 3782 0.0 -54 0.004843999523686402 0.003682610120256024 100 GTEX 100 0.0005 0.5 100 3782 0.0 -55 0.004883989700686501 0.0038088461146920127 100 GTEX 100 0.0005 0.5 100 3782 0.0 -56 0.004915709659442253 0.00374804818542398 100 GTEX 100 0.0005 0.5 100 3782 0.0 -57 0.004918361184737842 0.0036184164304144594 100 GTEX 100 0.0005 0.5 100 3782 0.0 -58 0.004865693391684502 0.0035943447952176454 100 GTEX 100 0.0005 0.5 100 3782 0.0 -59 0.004925365855424866 0.0036552082676397984 100 GTEX 100 0.0005 0.5 100 3782 0.0 -60 0.004890886455218681 0.0036463926018644194 100 GTEX 100 0.0005 0.5 100 3782 0.0 -61 0.004886337972910245 0.0037765720081887433 100 GTEX 100 0.0005 0.5 100 3782 0.0 -62 0.004920008998205628 0.0036500226431827243 100 GTEX 100 0.0005 0.5 100 3782 0.0 -63 0.004861549808825459 0.003564793856446224 100 GTEX 100 0.0005 0.5 100 3782 0.0 -64 0.004845159255262113 0.003667035349910307 100 GTEX 100 0.0005 0.5 100 3782 0.0 -65 0.00488500603480284 0.0036603628149603144 100 GTEX 100 0.0005 0.5 100 3782 0.0 -66 0.004866899501638955 0.0038133480217831897 100 GTEX 100 0.0005 0.5 100 3782 0.0 -67 0.0048381054401673155 0.003602952845996607 100 GTEX 100 0.0005 0.5 100 3782 0.0 -68 0.004834486640363324 0.003679347953125268 100 GTEX 100 0.0005 0.5 100 3782 0.0 -69 0.0048949365967238725 0.0036445542436957133 100 GTEX 100 0.0005 0.5 100 3782 0.0 -70 0.004840828658068704 0.003551721277189912 100 GTEX 100 0.0005 0.5 100 3782 0.0 -71 0.004895553718882456 0.0037368364400184313 100 GTEX 100 0.0005 0.5 100 3782 0.0 -72 0.0048658681972033185 0.003633435480048731 100 GTEX 100 0.0005 0.5 100 3782 0.0 -73 0.004850345339184957 0.0036827490086040458 100 GTEX 100 0.0005 0.5 100 3782 0.0 -74 0.0048302715474837455 0.0035837797391380646 100 GTEX 100 0.0005 0.5 100 3782 0.0 -75 0.004832524735135445 0.003657765657297502 100 GTEX 100 0.0005 0.5 100 3782 0.0 -76 0.004839822488570444 0.003666277477312337 100 GTEX 100 0.0005 0.5 100 3782 0.0 -77 0.004816698666346782 0.0036262453023783382 100 GTEX 100 0.0005 0.5 100 3782 0.0 -78 0.004834676814721324 0.0035769029311524146 100 GTEX 100 0.0005 0.5 100 3782 0.0 -79 0.004824765968565702 0.003637379711713401 100 GTEX 100 0.0005 0.5 100 3782 0.0 -80 0.0048159303675242675 0.0037167362874097583 100 GTEX 100 0.0005 0.5 100 3782 0.0 -81 0.004835722089290707 0.003539570728529372 100 GTEX 100 0.0005 0.5 100 3782 0.0 -82 0.0048447333982510835 0.003614305332657162 100 GTEX 100 0.0005 0.5 100 3782 0.0 -83 0.004833370438993632 0.0036302813180074268 100 GTEX 100 0.0005 0.5 100 3782 0.0 -84 0.004804699606245129 0.003607984061243133 100 GTEX 100 0.0005 0.5 100 3782 0.0 -85 0.004820312474371954 0.003523969311911627 100 GTEX 100 0.0005 0.5 100 3782 0.0 -86 0.004795146322931834 0.0035233713169458246 100 GTEX 100 0.0005 0.5 100 3782 0.0 -87 0.004814358015582194 0.003679438367549741 100 GTEX 100 0.0005 0.5 100 3782 0.0 -88 0.0048340028820824405 0.003551814204945934 100 GTEX 100 0.0005 0.5 100 3782 0.0 -89 0.004832492012875274 0.0035811846043574606 100 GTEX 100 0.0005 0.5 100 3782 0.0 -90 0.004800969607145495 0.0036136823194632627 100 GTEX 100 0.0005 0.5 100 3782 0.0 -91 0.004797718453592785 0.0035690328968554282 100 GTEX 100 0.0005 0.5 100 3782 0.0 -92 0.004849907679699131 0.0036391452709106666 100 GTEX 100 0.0005 0.5 100 3782 0.0 -93 0.004834413661347928 0.003523612147048399 100 GTEX 100 0.0005 0.5 100 3782 0.0 -94 0.0048027734024373644 0.0035767802887174795 100 GTEX 100 0.0005 0.5 100 3782 0.0 -95 0.0047808493654480436 0.003553001307475136 100 GTEX 100 0.0005 0.5 100 3782 0.0 -96 0.004827678849271547 0.003638846521750942 100 GTEX 100 0.0005 0.5 100 3782 0.0 -97 0.004820720866305596 0.0036209686499924713 100 GTEX 100 0.0005 0.5 100 3782 0.0 -98 0.004817854522560093 0.003515986980650815 100 GTEX 100 0.0005 0.5 100 3782 0.0 -99 0.0048140728598974275 0.0035429685695288074 100 GTEX 100 0.0005 0.5 100 3782 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.0005lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.0005lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 76a2150b2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.0005lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.10136881606281276 0.06708078301678139 100 GTEX 100 0.0005 0.0 100 6095 0.0 -1 0.060193408912576414 0.05667667616399522 100 GTEX 100 0.0005 0.0 100 6095 0.0 -2 0.05420804233873131 0.05269181100871173 100 GTEX 100 0.0005 0.0 100 6095 0.0 -3 0.051183535244732584 0.05005714600417097 100 GTEX 100 0.0005 0.0 100 6095 0.0 -4 0.04889005036329888 0.047927670789875455 100 GTEX 100 0.0005 0.0 100 6095 0.0 -5 0.04635063109358097 0.04462376561284972 100 GTEX 100 0.0005 0.0 100 6095 0.0 -6 0.03964632316920924 0.019868046739368837 100 GTEX 100 0.0005 0.0 100 6095 0.0 -7 0.00755475182410869 0.004745145933879646 100 GTEX 100 0.0005 0.0 100 6095 0.0 -8 0.003967801414437421 0.0036018798083506044 100 GTEX 100 0.0005 0.0 100 6095 0.0 -9 0.0032147757865050165 0.0030801557066421886 100 GTEX 100 0.0005 0.0 100 6095 0.0 -10 0.002821050706449662 0.0027720719476729745 100 GTEX 100 0.0005 0.0 100 6095 0.0 -11 0.0025687384851455133 0.0025619202649341225 100 GTEX 100 0.0005 0.0 100 6095 0.0 -12 0.002385555838238756 0.00240654421141619 100 GTEX 100 0.0005 0.0 100 6095 0.0 -13 0.002249496087929295 0.0022909115272230635 100 GTEX 100 0.0005 0.0 100 6095 0.0 -14 0.002144628046413964 0.002201572633366111 100 GTEX 100 0.0005 0.0 100 6095 0.0 -15 0.0020638439440374733 0.0021268989671262496 100 GTEX 100 0.0005 0.0 100 6095 0.0 -16 0.002002527116126647 0.002070954873336359 100 GTEX 100 0.0005 0.0 100 6095 0.0 -17 0.0019519005039504368 0.00202758527784024 100 GTEX 100 0.0005 0.0 100 6095 0.0 -18 0.0019072409385808967 0.0019928949111328947 100 GTEX 100 0.0005 0.0 100 6095 0.0 -19 0.0018718077835501077 0.0019552924563159225 100 GTEX 100 0.0005 0.0 100 6095 0.0 -20 0.0018366882300365009 0.0019205067481158633 100 GTEX 100 0.0005 0.0 100 6095 0.0 -21 0.0018085267687596327 0.0018939036555489094 100 GTEX 100 0.0005 0.0 100 6095 0.0 -22 0.001779165187414495 0.0018663738306236414 100 GTEX 100 0.0005 0.0 100 6095 0.0 -23 0.001754274586208434 0.0018431818782893706 100 GTEX 100 0.0005 0.0 100 6095 0.0 -24 0.0017321044835048034 0.0018224132268516056 100 GTEX 100 0.0005 0.0 100 6095 0.0 -25 0.001710676381393879 0.0018017496931377246 100 GTEX 100 0.0005 0.0 100 6095 0.0 -26 0.0016905630839373939 0.0017857842294308056 100 GTEX 100 0.0005 0.0 100 6095 0.0 -27 0.0016747945882250152 0.0017666016592902658 100 GTEX 100 0.0005 0.0 100 6095 0.0 -28 0.0016581624088386076 0.0017539488112716848 100 GTEX 100 0.0005 0.0 100 6095 0.0 -29 0.001642643542167575 0.0017399033832544383 100 GTEX 100 0.0005 0.0 100 6095 0.0 -30 0.0016303819500333287 0.0017228951091619613 100 GTEX 100 0.0005 0.0 100 6095 0.0 -31 0.0016160508763305571 0.0017128627023132014 100 GTEX 100 0.0005 0.0 100 6095 0.0 -32 0.0016039471976760844 0.0016951846439540103 100 GTEX 100 0.0005 0.0 100 6095 0.0 -33 0.001591628458038751 0.0016842716525772678 100 GTEX 100 0.0005 0.0 100 6095 0.0 -34 0.0015813005917382037 0.0016745372844449184 100 GTEX 100 0.0005 0.0 100 6095 0.0 -35 0.0015707407721575163 0.0016615632487666358 100 GTEX 100 0.0005 0.0 100 6095 0.0 -36 0.0015600607458070579 0.0016521224504187986 100 GTEX 100 0.0005 0.0 100 6095 0.0 -37 0.0015519925345107639 0.0016422851755683923 100 GTEX 100 0.0005 0.0 100 6095 0.0 -38 0.0015401221682948439 0.0016285119398528915 100 GTEX 100 0.0005 0.0 100 6095 0.0 -39 0.0015304133759386932 0.0016227479640769811 100 GTEX 100 0.0005 0.0 100 6095 0.0 -40 0.001520979448420933 0.001612587769059004 100 GTEX 100 0.0005 0.0 100 6095 0.0 -41 0.0015105357885697556 0.0015994242477467985 100 GTEX 100 0.0005 0.0 100 6095 0.0 -42 0.0015014149698299839 0.0015933814948998362 100 GTEX 100 0.0005 0.0 100 6095 0.0 -43 0.0014923865007568323 0.0015841305066438343 100 GTEX 100 0.0005 0.0 100 6095 0.0 -44 0.0014851773498587534 0.001576993535644598 100 GTEX 100 0.0005 0.0 100 6095 0.0 -45 0.0014756377578333368 0.0015630682699290235 100 GTEX 100 0.0005 0.0 100 6095 0.0 -46 0.001466977713999299 0.0015554112800974186 100 GTEX 100 0.0005 0.0 100 6095 0.0 -47 0.0014580508862127547 0.0015478989228025475 100 GTEX 100 0.0005 0.0 100 6095 0.0 -48 0.0014482675908666386 0.0015332791799353613 100 GTEX 100 0.0005 0.0 100 6095 0.0 -49 0.001439929108679518 0.0015281452500781915 100 GTEX 100 0.0005 0.0 100 6095 0.0 -50 0.0014314434169384856 0.001516126789428832 100 GTEX 100 0.0005 0.0 100 6095 0.0 -51 0.0014233977257293669 0.0015087684805898045 100 GTEX 100 0.0005 0.0 100 6095 0.0 -52 0.0014145106362090187 0.0015003491040786637 100 GTEX 100 0.0005 0.0 100 6095 0.0 -53 0.001407388256646038 0.0014959902882384767 100 GTEX 100 0.0005 0.0 100 6095 0.0 -54 0.001402560154891862 0.0014938928311719018 100 GTEX 100 0.0005 0.0 100 6095 0.0 -55 0.0013982844770415474 0.0014816486912322701 100 GTEX 100 0.0005 0.0 100 6095 0.0 -56 0.0013905193576039504 0.0014757241455292747 100 GTEX 100 0.0005 0.0 100 6095 0.0 -57 0.0013857857898746154 0.0014773428288709812 100 GTEX 100 0.0005 0.0 100 6095 0.0 -58 0.0013808063090239493 0.0014643681947382684 100 GTEX 100 0.0005 0.0 100 6095 0.0 -59 0.0013747831447936537 0.0014598755225248834 100 GTEX 100 0.0005 0.0 100 6095 0.0 -60 0.0013690600576870056 0.0014522658336107324 100 GTEX 100 0.0005 0.0 100 6095 0.0 -61 0.0013638683174453181 0.0014516872308702126 100 GTEX 100 0.0005 0.0 100 6095 0.0 -62 0.0013595088408040843 0.0014494813623671693 100 GTEX 100 0.0005 0.0 100 6095 0.0 -63 0.0013541770783234617 0.001439222179799422 100 GTEX 100 0.0005 0.0 100 6095 0.0 -64 0.001346852773538026 0.0014294849645820917 100 GTEX 100 0.0005 0.0 100 6095 0.0 -65 0.0013389267128262343 0.0014205704821174533 100 GTEX 100 0.0005 0.0 100 6095 0.0 -66 0.0013287306622652905 0.0014119453846827546 100 GTEX 100 0.0005 0.0 100 6095 0.0 -67 0.001319687487122218 0.0014045349213369048 100 GTEX 100 0.0005 0.0 100 6095 0.0 -68 0.0013118897892496957 0.0013944490887083027 100 GTEX 100 0.0005 0.0 100 6095 0.0 -69 0.0013041508331934422 0.0013891654283856485 100 GTEX 100 0.0005 0.0 100 6095 0.0 -70 0.0013002675776450047 0.0013845014326564768 100 GTEX 100 0.0005 0.0 100 6095 0.0 -71 0.001293624542098525 0.001375033749008955 100 GTEX 100 0.0005 0.0 100 6095 0.0 -72 0.0012871444465126596 0.001369808644265248 100 GTEX 100 0.0005 0.0 100 6095 0.0 -73 0.0012785590382544119 0.001362113736679657 100 GTEX 100 0.0005 0.0 100 6095 0.0 -74 0.0012714649216803461 0.0013512471830649407 100 GTEX 100 0.0005 0.0 100 6095 0.0 -75 0.0012631880468947142 0.0013448152998320672 100 GTEX 100 0.0005 0.0 100 6095 0.0 -76 0.0012567572180344848 0.0013394277545485376 100 GTEX 100 0.0005 0.0 100 6095 0.0 -77 0.0012508236122821983 0.0013327060290346693 100 GTEX 100 0.0005 0.0 100 6095 0.0 -78 0.0012434960356076821 0.0013276553179842098 100 GTEX 100 0.0005 0.0 100 6095 0.0 -79 0.0012398637606963725 0.0013237949376642534 100 GTEX 100 0.0005 0.0 100 6095 0.0 -80 0.0012348564988976297 0.0013200018307930673 100 GTEX 100 0.0005 0.0 100 6095 0.0 -81 0.0012320760326703778 0.0013159466969352145 100 GTEX 100 0.0005 0.0 100 6095 0.0 -82 0.0012283518336041604 0.001314123226205744 100 GTEX 100 0.0005 0.0 100 6095 0.0 -83 0.0012238857777581858 0.001309522315186976 100 GTEX 100 0.0005 0.0 100 6095 0.0 -84 0.0012198962013887343 0.0013033967242069798 100 GTEX 100 0.0005 0.0 100 6095 0.0 -85 0.0012160070928561699 0.001298260290756425 100 GTEX 100 0.0005 0.0 100 6095 0.0 -86 0.0012126718308013026 0.001300898963539461 100 GTEX 100 0.0005 0.0 100 6095 0.0 -87 0.001210921757202389 0.0012929239633454172 100 GTEX 100 0.0005 0.0 100 6095 0.0 -88 0.0012090023651604388 0.0012932492246560952 100 GTEX 100 0.0005 0.0 100 6095 0.0 -89 0.0012052563323741742 0.0012923562775291645 100 GTEX 100 0.0005 0.0 100 6095 0.0 -90 0.001201728117266408 0.0012921281694523112 100 GTEX 100 0.0005 0.0 100 6095 0.0 -91 0.0011995150816613172 0.0012841859656233807 100 GTEX 100 0.0005 0.0 100 6095 0.0 -92 0.0011945923151533168 0.0012824131435264937 100 GTEX 100 0.0005 0.0 100 6095 0.0 -93 0.0011921946951423757 0.0012772490138527955 100 GTEX 100 0.0005 0.0 100 6095 0.0 -94 0.0011895460996959209 0.0012777448891212336 100 GTEX 100 0.0005 0.0 100 6095 0.0 -95 0.0011870531234607884 0.0012728200345424078 100 GTEX 100 0.0005 0.0 100 6095 0.0 -96 0.0011851355154126302 0.0012719643518272008 100 GTEX 100 0.0005 0.0 100 6095 0.0 -97 0.0011842678028486534 0.0012713133715121466 100 GTEX 100 0.0005 0.0 100 6095 0.0 -98 0.0011816424995048295 0.001267874504513897 100 GTEX 100 0.0005 0.0 100 6095 0.0 -99 0.0011807516230955158 0.0012652983883672001 100 GTEX 100 0.0005 0.0 100 6095 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.0005lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.0005lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index a51840400..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.0005lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.0833813948839119 0.053298153429373586 50 GTEX 100 0.0005 0.1 100 1415 0.0 -1 0.03997094685748319 0.009170897659126797 50 GTEX 100 0.0005 0.1 100 1415 0.0 -2 0.0064078265792415065 0.004578763659788515 50 GTEX 100 0.0005 0.1 100 1415 0.0 -3 0.004852361427008157 0.003743078730940224 50 GTEX 100 0.0005 0.1 100 1415 0.0 -4 0.004255838334592661 0.003236857099023014 50 GTEX 100 0.0005 0.1 100 1415 0.0 -5 0.0038462232998434072 0.0029203822644172455 50 GTEX 100 0.0005 0.1 100 1415 0.0 -6 0.003613768100459729 0.002707724018596084 50 GTEX 100 0.0005 0.1 100 1415 0.0 -7 0.0034222997205045256 0.0025819492851252963 50 GTEX 100 0.0005 0.1 100 1415 0.0 -8 0.0033240695454715796 0.002432718062543172 50 GTEX 100 0.0005 0.1 100 1415 0.0 -9 0.0032072362262111076 0.002364220541632759 50 GTEX 100 0.0005 0.1 100 1415 0.0 -10 0.00310723266115323 0.0023117287610321105 50 GTEX 100 0.0005 0.1 100 1415 0.0 -11 0.0030678656234848526 0.0022770902314559758 50 GTEX 100 0.0005 0.1 100 1415 0.0 -12 0.003048791120960534 0.0022036137739674475 50 GTEX 100 0.0005 0.1 100 1415 0.0 -13 0.0029707748212295664 0.002170552814976018 50 GTEX 100 0.0005 0.1 100 1415 0.0 -14 0.002977099976359419 0.002165175195094623 50 GTEX 100 0.0005 0.1 100 1415 0.0 -15 0.0029214478744036708 0.0021591228373196445 50 GTEX 100 0.0005 0.1 100 1415 0.0 -16 0.0029259930800886974 0.00211905695594486 50 GTEX 100 0.0005 0.1 100 1415 0.0 -17 0.002887186505966061 0.0021273777864434305 50 GTEX 100 0.0005 0.1 100 1415 0.0 -18 0.002847918618441508 0.0020938810700738358 50 GTEX 100 0.0005 0.1 100 1415 0.0 -19 0.002857064146877478 0.002063418215117683 50 GTEX 100 0.0005 0.1 100 1415 0.0 -20 0.0028059026611050243 0.002022498244102761 50 GTEX 100 0.0005 0.1 100 1415 0.0 -21 0.002785143402855742 0.0020177806470854766 50 GTEX 100 0.0005 0.1 100 1415 0.0 -22 0.002771108829595083 0.002015036561335136 50 GTEX 100 0.0005 0.1 100 1415 0.0 -23 0.0027301422437324176 0.0019871316949337608 50 GTEX 100 0.0005 0.1 100 1415 0.0 -24 0.002752935606425543 0.0019473923731439468 50 GTEX 100 0.0005 0.1 100 1415 0.0 -25 0.0027401747998382197 0.0020234265916683346 50 GTEX 100 0.0005 0.1 100 1415 0.0 -26 0.002686621176027367 0.0019570620984596843 50 GTEX 100 0.0005 0.1 100 1415 0.0 -27 0.0026990835617071215 0.0019325074200171397 50 GTEX 100 0.0005 0.1 100 1415 0.0 -28 0.002668987061453367 0.0019217437279708117 50 GTEX 100 0.0005 0.1 100 1415 0.0 -29 0.002645864109436387 0.0018798244064461313 50 GTEX 100 0.0005 0.1 100 1415 0.0 -30 0.002604194427956003 0.0018944425582301451 50 GTEX 100 0.0005 0.1 100 1415 0.0 -31 0.0026179381953738297 0.0018841652628990464 50 GTEX 100 0.0005 0.1 100 1415 0.0 -32 0.002575786328885645 0.0018719773694869314 50 GTEX 100 0.0005 0.1 100 1415 0.0 -33 0.002564046814278464 0.0018479464911614959 50 GTEX 100 0.0005 0.1 100 1415 0.0 -34 0.0025768166945467495 0.0018929011009619376 50 GTEX 100 0.0005 0.1 100 1415 0.0 -35 0.002569499015781544 0.001828871029978016 50 GTEX 100 0.0005 0.1 100 1415 0.0 -36 0.0025824542843817474 0.001828930275859984 50 GTEX 100 0.0005 0.1 100 1415 0.0 -37 0.0025663244112239217 0.0018261235823479442 50 GTEX 100 0.0005 0.1 100 1415 0.0 -38 0.0025532268309859285 0.0018633506725588282 50 GTEX 100 0.0005 0.1 100 1415 0.0 -39 0.0025140101665718883 0.001790168367816709 50 GTEX 100 0.0005 0.1 100 1415 0.0 -40 0.0025423107099973846 0.0018515022313965932 50 GTEX 100 0.0005 0.1 100 1415 0.0 -41 0.0025279131162698376 0.0018093265828095773 50 GTEX 100 0.0005 0.1 100 1415 0.0 -42 0.0025360030635130483 0.001806571091898848 50 GTEX 100 0.0005 0.1 100 1415 0.0 -43 0.0025187007381152933 0.0018216263559937278 50 GTEX 100 0.0005 0.1 100 1415 0.0 -44 0.002506386699249217 0.0018101880732328832 50 GTEX 100 0.0005 0.1 100 1415 0.0 -45 0.002480129386272092 0.0017829730253783498 50 GTEX 100 0.0005 0.1 100 1415 0.0 -46 0.0025258234037424583 0.001790227402114936 50 GTEX 100 0.0005 0.1 100 1415 0.0 -47 0.002458353496295441 0.0018236043910804017 50 GTEX 100 0.0005 0.1 100 1415 0.0 -48 0.0024737182535267315 0.001808072634868168 50 GTEX 100 0.0005 0.1 100 1415 0.0 -49 0.002508865538087351 0.001762948926501047 50 GTEX 100 0.0005 0.1 100 1415 0.0 -50 0.002493064046962425 0.0017591726938758342 50 GTEX 100 0.0005 0.1 100 1415 0.0 -51 0.002486909358000088 0.0017900614394583234 50 GTEX 100 0.0005 0.1 100 1415 0.0 -52 0.002490664864536617 0.0018098749821924183 50 GTEX 100 0.0005 0.1 100 1415 0.0 -53 0.0024680474008325994 0.0018258381762432056 50 GTEX 100 0.0005 0.1 100 1415 0.0 -54 0.0024723786308029844 0.0017737581962524796 50 GTEX 100 0.0005 0.1 100 1415 0.0 -55 0.0024508166512564136 0.0017808409903053294 50 GTEX 100 0.0005 0.1 100 1415 0.0 -56 0.0024665550322052407 0.0017404172356159005 50 GTEX 100 0.0005 0.1 100 1415 0.0 -57 0.0024466751690747773 0.0017498756852709183 50 GTEX 100 0.0005 0.1 100 1415 0.0 -58 0.002440689738767657 0.00175039743240604 50 GTEX 100 0.0005 0.1 100 1415 0.0 -59 0.002436134447386441 0.0017382414040364638 50 GTEX 100 0.0005 0.1 100 1415 0.0 -60 0.0024395427479002095 0.00175348172799114 50 GTEX 100 0.0005 0.1 100 1415 0.0 -61 0.0024071562497823364 0.0017278465690682625 50 GTEX 100 0.0005 0.1 100 1415 0.0 -62 0.0024282804411799863 0.001734716146467289 50 GTEX 100 0.0005 0.1 100 1415 0.0 -63 0.0024127876616491443 0.0017551527057151123 50 GTEX 100 0.0005 0.1 100 1415 0.0 -64 0.0024231068417705378 0.0017389012259402853 50 GTEX 100 0.0005 0.1 100 1415 0.0 -65 0.0024003877438383684 0.0017398806138782135 50 GTEX 100 0.0005 0.1 100 1415 0.0 -66 0.0024160462800715187 0.0017693089898905856 50 GTEX 100 0.0005 0.1 100 1415 0.0 -67 0.002399652822089153 0.0017014322791358335 50 GTEX 100 0.0005 0.1 100 1415 0.0 -68 0.0024173434564925033 0.0017090031001610617 50 GTEX 100 0.0005 0.1 100 1415 0.0 -69 0.002442527538941831 0.0017293989102837733 50 GTEX 100 0.0005 0.1 100 1415 0.0 -70 0.002408740399969053 0.0017801522398579993 50 GTEX 100 0.0005 0.1 100 1415 0.0 -71 0.0023974315565590217 0.001726364961005535 50 GTEX 100 0.0005 0.1 100 1415 0.0 -72 0.0024151715302769636 0.0016912787910568538 50 GTEX 100 0.0005 0.1 100 1415 0.0 -73 0.0023870513435501183 0.001697735214241189 50 GTEX 100 0.0005 0.1 100 1415 0.0 -74 0.0023763707616721876 0.001701510633951046 50 GTEX 100 0.0005 0.1 100 1415 0.0 -75 0.0023873911933099657 0.0017557934576383448 50 GTEX 100 0.0005 0.1 100 1415 0.0 -76 0.0023805207659300443 0.0017533042973187174 50 GTEX 100 0.0005 0.1 100 1415 0.0 -77 0.002391937741773854 0.0017231957740840916 50 GTEX 100 0.0005 0.1 100 1415 0.0 -78 0.0024031016963245917 0.0017000501796146394 50 GTEX 100 0.0005 0.1 100 1415 0.0 -79 0.002374128648515244 0.0017117322466828411 50 GTEX 100 0.0005 0.1 100 1415 0.0 -80 0.002391926157127409 0.001728065132859301 50 GTEX 100 0.0005 0.1 100 1415 0.0 -81 0.0023918041226604495 0.0017001530108619268 50 GTEX 100 0.0005 0.1 100 1415 0.0 -82 0.002364980800700431 0.001697803365452633 50 GTEX 100 0.0005 0.1 100 1415 0.0 -83 0.002359423268466084 0.00172704859449043 50 GTEX 100 0.0005 0.1 100 1415 0.0 -84 0.0023718199869152503 0.0016880073467758219 50 GTEX 100 0.0005 0.1 100 1415 0.0 -85 0.002376932521465093 0.0017436399848728013 50 GTEX 100 0.0005 0.1 100 1415 0.0 -86 0.0023642840667674873 0.0016954272796006825 50 GTEX 100 0.0005 0.1 100 1415 0.0 -87 0.002336248296163555 0.0017036435777718067 50 GTEX 100 0.0005 0.1 100 1415 0.0 -88 0.0023711074754905444 0.0016943728090919015 50 GTEX 100 0.0005 0.1 100 1415 0.0 -89 0.0023485375557695297 0.0018021959515762986 50 GTEX 100 0.0005 0.1 100 1415 0.0 -90 0.002385653848036277 0.0017506063483326126 50 GTEX 100 0.0005 0.1 100 1415 0.0 -91 0.0023657097572188663 0.0016954135383875906 50 GTEX 100 0.0005 0.1 100 1415 0.0 -92 0.0023659349412437844 0.0016942956908021702 50 GTEX 100 0.0005 0.1 100 1415 0.0 -93 0.0023768657304030186 0.0016828125938967919 50 GTEX 100 0.0005 0.1 100 1415 0.0 -94 0.0023691394381867305 0.0016935415968330782 50 GTEX 100 0.0005 0.1 100 1415 0.0 -95 0.0023700780175910387 0.0016946587901909484 50 GTEX 100 0.0005 0.1 100 1415 0.0 -96 0.0023833045382934104 0.001702177278987865 50 GTEX 100 0.0005 0.1 100 1415 0.0 -97 0.0023671881067705777 0.0017199358288039358 50 GTEX 100 0.0005 0.1 100 1415 0.0 -98 0.002376509139315671 0.001711846271728098 50 GTEX 100 0.0005 0.1 100 1415 0.0 -99 0.0023572894150041593 0.0016911713403787733 50 GTEX 100 0.0005 0.1 100 1415 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.0005lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.0005lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index edd10ec9a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.0005lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08440704240149954 0.048756860118685116 50 GTEX 100 0.0005 0.5 100 7644 0.0 -1 0.02963031838860808 0.008192773869424038 50 GTEX 100 0.0005 0.5 100 7644 0.0 -2 0.007970274951565923 0.0062422802523061805 50 GTEX 100 0.0005 0.5 100 7644 0.0 -3 0.006917426173211331 0.005337628768756986 50 GTEX 100 0.0005 0.5 100 7644 0.0 -4 0.006361464991653225 0.004978725815036054 50 GTEX 100 0.0005 0.5 100 7644 0.0 -5 0.005997453773835147 0.004741339291846061 50 GTEX 100 0.0005 0.5 100 7644 0.0 -6 0.005755390041461839 0.0044798457741864845 50 GTEX 100 0.0005 0.5 100 7644 0.0 -7 0.005630695597063331 0.0043486979898037 50 GTEX 100 0.0005 0.5 100 7644 0.0 -8 0.0055035615670024005 0.00435629292318647 50 GTEX 100 0.0005 0.5 100 7644 0.0 -9 0.005409281077196902 0.004224616703984572 50 GTEX 100 0.0005 0.5 100 7644 0.0 -10 0.0053713856586342194 0.004167058617106777 50 GTEX 100 0.0005 0.5 100 7644 0.0 -11 0.005328662930684286 0.004009006096549445 50 GTEX 100 0.0005 0.5 100 7644 0.0 -12 0.00527606784719535 0.004140165111248314 50 GTEX 100 0.0005 0.5 100 7644 0.0 -13 0.00527236918375066 0.0039863692478811505 50 GTEX 100 0.0005 0.5 100 7644 0.0 -14 0.005238762942727235 0.004018957206993559 50 GTEX 100 0.0005 0.5 100 7644 0.0 -15 0.005207682197323864 0.003915590821489154 50 GTEX 100 0.0005 0.5 100 7644 0.0 -16 0.005216720183211234 0.003902345814763395 50 GTEX 100 0.0005 0.5 100 7644 0.0 -17 0.0051025741301643016 0.0038430947264188994 50 GTEX 100 0.0005 0.5 100 7644 0.0 -18 0.005054283399106149 0.0039034909090671704 50 GTEX 100 0.0005 0.5 100 7644 0.0 -19 0.0050297400285413615 0.00371064046157007 50 GTEX 100 0.0005 0.5 100 7644 0.0 -20 0.005016317982655528 0.0038767518712908822 50 GTEX 100 0.0005 0.5 100 7644 0.0 -21 0.00499128057684675 0.00383221772463971 50 GTEX 100 0.0005 0.5 100 7644 0.0 -22 0.004984869436846183 0.003771812858647833 50 GTEX 100 0.0005 0.5 100 7644 0.0 -23 0.00495923008647568 0.0036992258533920398 50 GTEX 100 0.0005 0.5 100 7644 0.0 -24 0.0049394899932259356 0.0036372606670873474 50 GTEX 100 0.0005 0.5 100 7644 0.0 -25 0.004918413004570643 0.003575941015472246 50 GTEX 100 0.0005 0.5 100 7644 0.0 -26 0.004892762099435309 0.003641482705990483 50 GTEX 100 0.0005 0.5 100 7644 0.0 -27 0.004847490678240234 0.0036249911481649136 50 GTEX 100 0.0005 0.5 100 7644 0.0 -28 0.004854753276092586 0.003454718186374853 50 GTEX 100 0.0005 0.5 100 7644 0.0 -29 0.004826418595112883 0.0034446698890559855 50 GTEX 100 0.0005 0.5 100 7644 0.0 -30 0.004831836189772866 0.0035624980891987455 50 GTEX 100 0.0005 0.5 100 7644 0.0 -31 0.004784453351989513 0.0034844759075296867 50 GTEX 100 0.0005 0.5 100 7644 0.0 -32 0.004793306299221325 0.0034477819747047167 50 GTEX 100 0.0005 0.5 100 7644 0.0 -33 0.004784925287825335 0.003363745385548985 50 GTEX 100 0.0005 0.5 100 7644 0.0 -34 0.004751219711711805 0.003347534594257068 50 GTEX 100 0.0005 0.5 100 7644 0.0 -35 0.004765218660629695 0.0035147507955628258 50 GTEX 100 0.0005 0.5 100 7644 0.0 -36 0.004776962621916045 0.0034987783234764753 50 GTEX 100 0.0005 0.5 100 7644 0.0 -37 0.004758719219552185 0.0034482670819985296 50 GTEX 100 0.0005 0.5 100 7644 0.0 -38 0.004746515699959855 0.0033694227872781116 50 GTEX 100 0.0005 0.5 100 7644 0.0 -39 0.004736132789981649 0.003511947056476891 50 GTEX 100 0.0005 0.5 100 7644 0.0 -40 0.004725408728782521 0.003346382634105168 50 GTEX 100 0.0005 0.5 100 7644 0.0 -41 0.004720577473595881 0.0033828381965992117 50 GTEX 100 0.0005 0.5 100 7644 0.0 -42 0.0046793323334255715 0.00339996208704144 50 GTEX 100 0.0005 0.5 100 7644 0.0 -43 0.004713376469495393 0.0034553337936951804 50 GTEX 100 0.0005 0.5 100 7644 0.0 -44 0.004691288361495656 0.00340769123489625 50 GTEX 100 0.0005 0.5 100 7644 0.0 -45 0.004702629630341835 0.0033724302821704134 50 GTEX 100 0.0005 0.5 100 7644 0.0 -46 0.00466456432548709 0.00337181196896848 50 GTEX 100 0.0005 0.5 100 7644 0.0 -47 0.004649395093021164 0.0032948626881684866 50 GTEX 100 0.0005 0.5 100 7644 0.0 -48 0.004649209283936457 0.003613072331506093 50 GTEX 100 0.0005 0.5 100 7644 0.0 -49 0.0046558578460196625 0.003447373748886197 50 GTEX 100 0.0005 0.5 100 7644 0.0 -50 0.004646055981329137 0.0033269436820144607 50 GTEX 100 0.0005 0.5 100 7644 0.0 -51 0.004657698100593303 0.0033383990753930726 50 GTEX 100 0.0005 0.5 100 7644 0.0 -52 0.004675759561192643 0.0034275505556317734 50 GTEX 100 0.0005 0.5 100 7644 0.0 -53 0.004650782815747264 0.0032599940442324337 50 GTEX 100 0.0005 0.5 100 7644 0.0 -54 0.0046265480331183296 0.0033082610320214877 50 GTEX 100 0.0005 0.5 100 7644 0.0 -55 0.004625817839919205 0.0032373776096326543 50 GTEX 100 0.0005 0.5 100 7644 0.0 -56 0.004669042709711957 0.0032920727529297425 50 GTEX 100 0.0005 0.5 100 7644 0.0 -57 0.004612163417737802 0.0033155753681818625 50 GTEX 100 0.0005 0.5 100 7644 0.0 -58 0.004630742467990222 0.00334781136216787 50 GTEX 100 0.0005 0.5 100 7644 0.0 -59 0.0046248057970484585 0.0032988423202717997 50 GTEX 100 0.0005 0.5 100 7644 0.0 -60 0.004564033247842508 0.0033078869570581375 50 GTEX 100 0.0005 0.5 100 7644 0.0 -61 0.004628026013466109 0.0034972481897008736 50 GTEX 100 0.0005 0.5 100 7644 0.0 -62 0.00459465082194544 0.0033009443359056437 50 GTEX 100 0.0005 0.5 100 7644 0.0 -63 0.0046046781992602525 0.0032161999141492883 50 GTEX 100 0.0005 0.5 100 7644 0.0 -64 0.004595913118629187 0.0034003826449164843 50 GTEX 100 0.0005 0.5 100 7644 0.0 -65 0.00457767997468462 0.003251188695377638 50 GTEX 100 0.0005 0.5 100 7644 0.0 -66 0.004605780486816276 0.0034335885732965864 50 GTEX 100 0.0005 0.5 100 7644 0.0 -67 0.004613092692475048 0.003370454591989319 50 GTEX 100 0.0005 0.5 100 7644 0.0 -68 0.004604191650897485 0.003389371206679385 50 GTEX 100 0.0005 0.5 100 7644 0.0 -69 0.004597872592748043 0.0034653682139093064 50 GTEX 100 0.0005 0.5 100 7644 0.0 -70 0.004611931984274761 0.003472570228539124 50 GTEX 100 0.0005 0.5 100 7644 0.0 -71 0.0045905061966976775 0.003237315828950913 50 GTEX 100 0.0005 0.5 100 7644 0.0 -72 0.0045787313757717114 0.0032522992732024578 50 GTEX 100 0.0005 0.5 100 7644 0.0 -73 0.004593629644745124 0.003259700830112222 50 GTEX 100 0.0005 0.5 100 7644 0.0 -74 0.004579648334955794 0.003244066868108403 50 GTEX 100 0.0005 0.5 100 7644 0.0 -75 0.0045827722140608824 0.003289672431665271 50 GTEX 100 0.0005 0.5 100 7644 0.0 -76 0.0045811639273023895 0.0032293686356409646 50 GTEX 100 0.0005 0.5 100 7644 0.0 -77 0.004552908801457248 0.0032961973993500746 50 GTEX 100 0.0005 0.5 100 7644 0.0 -78 0.004548892080679566 0.0033178178929040357 50 GTEX 100 0.0005 0.5 100 7644 0.0 -79 0.004573148056332329 0.00337451741943922 50 GTEX 100 0.0005 0.5 100 7644 0.0 -80 0.004551781223112174 0.0033907986694447583 50 GTEX 100 0.0005 0.5 100 7644 0.0 -81 0.004566037339120285 0.0032494556583276464 50 GTEX 100 0.0005 0.5 100 7644 0.0 -82 0.00458226452609228 0.0033441079840658963 50 GTEX 100 0.0005 0.5 100 7644 0.0 -83 0.004541098730606356 0.0033145693924008894 50 GTEX 100 0.0005 0.5 100 7644 0.0 -84 0.004557902820290687 0.003336981293911773 50 GTEX 100 0.0005 0.5 100 7644 0.0 -85 0.004557846351862631 0.0033100394208069196 50 GTEX 100 0.0005 0.5 100 7644 0.0 -86 0.004557900223467829 0.0032228656655829044 50 GTEX 100 0.0005 0.5 100 7644 0.0 -87 0.004584157308975784 0.003270253309574573 50 GTEX 100 0.0005 0.5 100 7644 0.0 -88 0.004553165903840865 0.0031641326940303294 50 GTEX 100 0.0005 0.5 100 7644 0.0 -89 0.0045743402348392736 0.0033810751046985388 50 GTEX 100 0.0005 0.5 100 7644 0.0 -90 0.0045494041824698595 0.003314841408530399 50 GTEX 100 0.0005 0.5 100 7644 0.0 -91 0.004574878337469691 0.003403199188802533 50 GTEX 100 0.0005 0.5 100 7644 0.0 -92 0.004532191097046548 0.0033456645131344862 50 GTEX 100 0.0005 0.5 100 7644 0.0 -93 0.004534975157552285 0.0032735102161049784 50 GTEX 100 0.0005 0.5 100 7644 0.0 -94 0.004547964987521427 0.0034674250214456266 50 GTEX 100 0.0005 0.5 100 7644 0.0 -95 0.004559225819541 0.003218493365484357 50 GTEX 100 0.0005 0.5 100 7644 0.0 -96 0.00454533385634076 0.003341888801501037 50 GTEX 100 0.0005 0.5 100 7644 0.0 -97 0.004565372999241646 0.0032606070769150446 50 GTEX 100 0.0005 0.5 100 7644 0.0 -98 0.004534078296028007 0.003193948073525109 50 GTEX 100 0.0005 0.5 100 7644 0.0 -99 0.004547489019364805 0.0032129951180826463 50 GTEX 100 0.0005 0.5 100 7644 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.0005lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.0005lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 16d8695f2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.0005lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.0824348762429943 0.054276853452787197 50 GTEX 100 0.0005 0.0 100 628 0.0 -1 0.04953677025590664 0.045259422597833006 50 GTEX 100 0.0005 0.0 100 628 0.0 -2 0.019184502296996156 0.004996070920705738 50 GTEX 100 0.0005 0.0 100 628 0.0 -3 0.004135381435921129 0.003555772951786396 50 GTEX 100 0.0005 0.0 100 628 0.0 -4 0.0032370547505816303 0.002982768904286731 50 GTEX 100 0.0005 0.0 100 628 0.0 -5 0.002793213535047886 0.002642723102699753 50 GTEX 100 0.0005 0.0 100 628 0.0 -6 0.0025170045762465585 0.002422902212095776 50 GTEX 100 0.0005 0.0 100 628 0.0 -7 0.0023302192826997054 0.0022645869094014394 50 GTEX 100 0.0005 0.0 100 628 0.0 -8 0.002196389366147088 0.0021674605031115333 50 GTEX 100 0.0005 0.0 100 628 0.0 -9 0.002100701612737445 0.0020754363462187264 50 GTEX 100 0.0005 0.0 100 628 0.0 -10 0.0020360590504810766 0.002020617789401188 50 GTEX 100 0.0005 0.0 100 628 0.0 -11 0.0019823018289997023 0.001969504702177621 50 GTEX 100 0.0005 0.0 100 628 0.0 -12 0.0019428761908809103 0.001934683624081342 50 GTEX 100 0.0005 0.0 100 628 0.0 -13 0.0019055808292596775 0.001900034022655607 50 GTEX 100 0.0005 0.0 100 628 0.0 -14 0.0018719662019307684 0.0018658900468348182 50 GTEX 100 0.0005 0.0 100 628 0.0 -15 0.0018415246837138594 0.0018372735081190958 50 GTEX 100 0.0005 0.0 100 628 0.0 -16 0.001812914093133734 0.0018131442094919319 50 GTEX 100 0.0005 0.0 100 628 0.0 -17 0.0017874163596104746 0.0017907342465396105 50 GTEX 100 0.0005 0.0 100 628 0.0 -18 0.001761233506497876 0.001764261877312973 50 GTEX 100 0.0005 0.0 100 628 0.0 -19 0.00173268280690954 0.001729465651232041 50 GTEX 100 0.0005 0.0 100 628 0.0 -20 0.0016993453453278307 0.0016952107296176538 50 GTEX 100 0.0005 0.0 100 628 0.0 -21 0.001666606163383325 0.0016715467328510243 50 GTEX 100 0.0005 0.0 100 628 0.0 -22 0.0016417253650433696 0.001647250669275343 50 GTEX 100 0.0005 0.0 100 628 0.0 -23 0.0016232423753358303 0.001636895352882464 50 GTEX 100 0.0005 0.0 100 628 0.0 -24 0.0016102141748790732 0.0016228952500420292 50 GTEX 100 0.0005 0.0 100 628 0.0 -25 0.0015971992770032833 0.001605250726599147 50 GTEX 100 0.0005 0.0 100 628 0.0 -26 0.0015834309263511967 0.0015919388047447819 50 GTEX 100 0.0005 0.0 100 628 0.0 -27 0.0015688941011899257 0.0015877752742790281 50 GTEX 100 0.0005 0.0 100 628 0.0 -28 0.001547549659467634 0.0015561512393430725 50 GTEX 100 0.0005 0.0 100 628 0.0 -29 0.0015276806257535104 0.0015313488328581528 50 GTEX 100 0.0005 0.0 100 628 0.0 -30 0.00151461283924233 0.0015229456112967952 50 GTEX 100 0.0005 0.0 100 628 0.0 -31 0.0015054915111747654 0.0015139217316279252 50 GTEX 100 0.0005 0.0 100 628 0.0 -32 0.0014978221897173564 0.0015055108498941271 50 GTEX 100 0.0005 0.0 100 628 0.0 -33 0.0014909887015572628 0.001502560228091654 50 GTEX 100 0.0005 0.0 100 628 0.0 -34 0.001481877445769904 0.0014888023864212286 50 GTEX 100 0.0005 0.0 100 628 0.0 -35 0.0014633697197432478 0.0014644197804477958 50 GTEX 100 0.0005 0.0 100 628 0.0 -36 0.0014488186731229588 0.0014548505293010617 50 GTEX 100 0.0005 0.0 100 628 0.0 -37 0.0014380623633671581 0.001445883878164999 50 GTEX 100 0.0005 0.0 100 628 0.0 -38 0.0014302044830402966 0.001439410862477475 50 GTEX 100 0.0005 0.0 100 628 0.0 -39 0.0014205086311934179 0.0014296702707731678 50 GTEX 100 0.0005 0.0 100 628 0.0 -40 0.0014137196638701567 0.001420443080818925 50 GTEX 100 0.0005 0.0 100 628 0.0 -41 0.001404682480593079 0.0014106513436143587 50 GTEX 100 0.0005 0.0 100 628 0.0 -42 0.0013925010212430982 0.0014016506580384483 50 GTEX 100 0.0005 0.0 100 628 0.0 -43 0.001382383179299579 0.0013913935288953321 50 GTEX 100 0.0005 0.0 100 628 0.0 -44 0.0013747363146860792 0.0013890106681585595 50 GTEX 100 0.0005 0.0 100 628 0.0 -45 0.001369362962730284 0.0013827572580242791 50 GTEX 100 0.0005 0.0 100 628 0.0 -46 0.0013651880907356972 0.001374344989266105 50 GTEX 100 0.0005 0.0 100 628 0.0 -47 0.0013593044305750294 0.001368994232552204 50 GTEX 100 0.0005 0.0 100 628 0.0 -48 0.0013565035477048253 0.0013737804920345318 50 GTEX 100 0.0005 0.0 100 628 0.0 -49 0.001352556001693459 0.0013565515046726785 50 GTEX 100 0.0005 0.0 100 628 0.0 -50 0.0013422112199158623 0.001355795608921961 50 GTEX 100 0.0005 0.0 100 628 0.0 -51 0.0013359838006933367 0.0013477036783900182 50 GTEX 100 0.0005 0.0 100 628 0.0 -52 0.0013296381963212903 0.0013388226708634526 50 GTEX 100 0.0005 0.0 100 628 0.0 -53 0.0013255911921518416 0.0013328376518272063 50 GTEX 100 0.0005 0.0 100 628 0.0 -54 0.0013178747712957275 0.001329995809298207 50 GTEX 100 0.0005 0.0 100 628 0.0 -55 0.0013133055704170756 0.001328683819023347 50 GTEX 100 0.0005 0.0 100 628 0.0 -56 0.0013102265196220126 0.0013216063953465126 50 GTEX 100 0.0005 0.0 100 628 0.0 -57 0.0013072032415790788 0.001324389418702176 50 GTEX 100 0.0005 0.0 100 628 0.0 -58 0.001303731330046321 0.0013202948769299532 50 GTEX 100 0.0005 0.0 100 628 0.0 -59 0.0012998639780334878 0.0013165478815923058 50 GTEX 100 0.0005 0.0 100 628 0.0 -60 0.0012961483091348904 0.0013145097456571467 50 GTEX 100 0.0005 0.0 100 628 0.0 -61 0.0012924552381140385 0.0013080028701527575 50 GTEX 100 0.0005 0.0 100 628 0.0 -62 0.0012868945954005102 0.0012997680204476056 50 GTEX 100 0.0005 0.0 100 628 0.0 -63 0.0012820705873166683 0.001296323930363068 50 GTEX 100 0.0005 0.0 100 628 0.0 -64 0.0012755881297675862 0.001290285822730901 50 GTEX 100 0.0005 0.0 100 628 0.0 -65 0.0012684582598925303 0.0012811597540909106 50 GTEX 100 0.0005 0.0 100 628 0.0 -66 0.0012632661950479857 0.001277669643989442 50 GTEX 100 0.0005 0.0 100 628 0.0 -67 0.0012583490507347638 0.0012757131790462528 50 GTEX 100 0.0005 0.0 100 628 0.0 -68 0.0012550715727597205 0.001268023463672544 50 GTEX 100 0.0005 0.0 100 628 0.0 -69 0.0012514253729920717 0.0012651768607306985 50 GTEX 100 0.0005 0.0 100 628 0.0 -70 0.0012487277635839969 0.0012661199913822298 50 GTEX 100 0.0005 0.0 100 628 0.0 -71 0.001245232311451637 0.0012627921059210662 50 GTEX 100 0.0005 0.0 100 628 0.0 -72 0.0012430201471107674 0.001255985806225144 50 GTEX 100 0.0005 0.0 100 628 0.0 -73 0.0012401389788633194 0.0012546719538584395 50 GTEX 100 0.0005 0.0 100 628 0.0 -74 0.0012357511630535026 0.001255184740222948 50 GTEX 100 0.0005 0.0 100 628 0.0 -75 0.0012331254449578063 0.0012513662762798283 50 GTEX 100 0.0005 0.0 100 628 0.0 -76 0.001229729552248996 0.0012480936269010257 50 GTEX 100 0.0005 0.0 100 628 0.0 -77 0.001227897863405785 0.0012540938644740774 50 GTEX 100 0.0005 0.0 100 628 0.0 -78 0.001225114264097539 0.0012423731740776576 50 GTEX 100 0.0005 0.0 100 628 0.0 -79 0.001222693764202665 0.0012438388996378663 50 GTEX 100 0.0005 0.0 100 628 0.0 -80 0.0012213996487041125 0.0012459640947574246 50 GTEX 100 0.0005 0.0 100 628 0.0 -81 0.001220480352101545 0.0012366273715966399 50 GTEX 100 0.0005 0.0 100 628 0.0 -82 0.0012176626108736713 0.0012381144492982572 50 GTEX 100 0.0005 0.0 100 628 0.0 -83 0.001215409261074255 0.0012327444249633063 50 GTEX 100 0.0005 0.0 100 628 0.0 -84 0.0012139047150377838 0.001230188243280558 50 GTEX 100 0.0005 0.0 100 628 0.0 -85 0.0012125228480626266 0.0012290270485828486 50 GTEX 100 0.0005 0.0 100 628 0.0 -86 0.0012105626447094396 0.0012325031159201305 50 GTEX 100 0.0005 0.0 100 628 0.0 -87 0.0012093489022654569 0.001225767810426178 50 GTEX 100 0.0005 0.0 100 628 0.0 -88 0.0012081267734176154 0.0012267326337228681 50 GTEX 100 0.0005 0.0 100 628 0.0 -89 0.0012061262495863564 0.0012282241926397492 50 GTEX 100 0.0005 0.0 100 628 0.0 -90 0.0012041967249476109 0.0012275169887039953 50 GTEX 100 0.0005 0.0 100 628 0.0 -91 0.0012031740192228499 0.0012196547193753713 50 GTEX 100 0.0005 0.0 100 628 0.0 -92 0.0012014396304089162 0.0012170952426521072 50 GTEX 100 0.0005 0.0 100 628 0.0 -93 0.0012005960194195666 0.0012201005411458276 50 GTEX 100 0.0005 0.0 100 628 0.0 -94 0.001198904346261011 0.0012162130549789084 50 GTEX 100 0.0005 0.0 100 628 0.0 -95 0.0011965433626572538 0.0012103889855474743 50 GTEX 100 0.0005 0.0 100 628 0.0 -96 0.001194389389204244 0.0012106666409591135 50 GTEX 100 0.0005 0.0 100 628 0.0 -97 0.0011910717067237597 0.0012079757080987066 50 GTEX 100 0.0005 0.0 100 628 0.0 -98 0.0011864208940562564 0.0012010211057955674 50 GTEX 100 0.0005 0.0 100 628 0.0 -99 0.0011798551009427447 0.001195722879503744 50 GTEX 100 0.0005 0.0 100 628 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.001lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.001lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index d05a04b4f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.001lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08602802477225313 0.05456561450722553 100 GTEX 100 0.001 0.1 100 180 0.0 -1 0.04840576656110009 0.03951741185591701 100 GTEX 100 0.001 0.1 100 180 0.0 -2 0.01437363667707539 0.0048874226104850555 100 GTEX 100 0.001 0.1 100 180 0.0 -3 0.004872539027900863 0.003799583036063005 100 GTEX 100 0.001 0.1 100 180 0.0 -4 0.004267388163523039 0.0032885564011326876 100 GTEX 100 0.001 0.1 100 180 0.0 -5 0.0038663101392341958 0.0029703737395911163 100 GTEX 100 0.001 0.1 100 180 0.0 -6 0.003626288736077346 0.0027496477521729333 100 GTEX 100 0.001 0.1 100 180 0.0 -7 0.0034188599305254356 0.0026227545476529197 100 GTEX 100 0.001 0.1 100 180 0.0 -8 0.0033393422756224063 0.0025260304392956397 100 GTEX 100 0.001 0.1 100 180 0.0 -9 0.0032594660871058273 0.0024476010917186624 100 GTEX 100 0.001 0.1 100 180 0.0 -10 0.0031727575851454616 0.002422166826245959 100 GTEX 100 0.001 0.1 100 180 0.0 -11 0.0031418283189358362 0.002297528875113497 100 GTEX 100 0.001 0.1 100 180 0.0 -12 0.003063451064664178 0.0022768108475202616 100 GTEX 100 0.001 0.1 100 180 0.0 -13 0.0030068899782259794 0.0022404811844343015 100 GTEX 100 0.001 0.1 100 180 0.0 -14 0.00303264589003079 0.002254469971749719 100 GTEX 100 0.001 0.1 100 180 0.0 -15 0.0029828749067614684 0.0022442358122791513 100 GTEX 100 0.001 0.1 100 180 0.0 -16 0.002958380762625179 0.0022164188190841403 100 GTEX 100 0.001 0.1 100 180 0.0 -17 0.0029507362742393697 0.0021501984013449897 100 GTEX 100 0.001 0.1 100 180 0.0 -18 0.002908340533601115 0.0021594311385114496 100 GTEX 100 0.001 0.1 100 180 0.0 -19 0.002912480971365034 0.002148635460580823 100 GTEX 100 0.001 0.1 100 180 0.0 -20 0.002889984670224313 0.00214044894304254 100 GTEX 100 0.001 0.1 100 180 0.0 -21 0.0028651014529985125 0.002100365055802884 100 GTEX 100 0.001 0.1 100 180 0.0 -22 0.0028365434482042423 0.0021144917877497214 100 GTEX 100 0.001 0.1 100 180 0.0 -23 0.002860393832482258 0.0020774211867326453 100 GTEX 100 0.001 0.1 100 180 0.0 -24 0.0028351977166212214 0.0020987639232882133 100 GTEX 100 0.001 0.1 100 180 0.0 -25 0.002788960200983229 0.002085562902963065 100 GTEX 100 0.001 0.1 100 180 0.0 -26 0.002788481582413595 0.002087704573506525 100 GTEX 100 0.001 0.1 100 180 0.0 -27 0.0028321513819255526 0.002098323145665285 100 GTEX 100 0.001 0.1 100 180 0.0 -28 0.0027843707439738456 0.002076066549718663 100 GTEX 100 0.001 0.1 100 180 0.0 -29 0.002793815088418714 0.002092023802825565 100 GTEX 100 0.001 0.1 100 180 0.0 -30 0.002769804167055287 0.002025399688178029 100 GTEX 100 0.001 0.1 100 180 0.0 -31 0.002782422287759135 0.002022535757501627 100 GTEX 100 0.001 0.1 100 180 0.0 -32 0.002764597827358323 0.0020577872885539842 100 GTEX 100 0.001 0.1 100 180 0.0 -33 0.0027399449604301246 0.0020246094029871286 100 GTEX 100 0.001 0.1 100 180 0.0 -34 0.0027667515348403816 0.002026062850493357 100 GTEX 100 0.001 0.1 100 180 0.0 -35 0.002706731181808963 0.0020379138735969315 100 GTEX 100 0.001 0.1 100 180 0.0 -36 0.002722699907755402 0.002054982954112126 100 GTEX 100 0.001 0.1 100 180 0.0 -37 0.002748640514097638 0.001998217419646822 100 GTEX 100 0.001 0.1 100 180 0.0 -38 0.0027232787151930844 0.0020071820961488516 100 GTEX 100 0.001 0.1 100 180 0.0 -39 0.0026952020289136144 0.0020177691069187265 100 GTEX 100 0.001 0.1 100 180 0.0 -40 0.002721945472722522 0.0019836466424804564 100 GTEX 100 0.001 0.1 100 180 0.0 -41 0.0026832267940001117 0.002003156476452267 100 GTEX 100 0.001 0.1 100 180 0.0 -42 0.002665259430035036 0.001993071144011169 100 GTEX 100 0.001 0.1 100 180 0.0 -43 0.0026969175050028235 0.001969877475989494 100 GTEX 100 0.001 0.1 100 180 0.0 -44 0.0026660398098584956 0.00197879457624962 100 GTEX 100 0.001 0.1 100 180 0.0 -45 0.0026512013107518155 0.0019802825304966404 100 GTEX 100 0.001 0.1 100 180 0.0 -46 0.0026635337963370146 0.00195059836390623 100 GTEX 100 0.001 0.1 100 180 0.0 -47 0.0026347656483233 0.0019400396757004888 100 GTEX 100 0.001 0.1 100 180 0.0 -48 0.0026369766981291856 0.0019253300261212788 100 GTEX 100 0.001 0.1 100 180 0.0 -49 0.002615731266476045 0.0019138122965429445 100 GTEX 100 0.001 0.1 100 180 0.0 -50 0.002640576757611834 0.0019608171844408767 100 GTEX 100 0.001 0.1 100 180 0.0 -51 0.0026135562322776064 0.0019220379933700702 100 GTEX 100 0.001 0.1 100 180 0.0 -52 0.0026398056643789046 0.001919737935133505 100 GTEX 100 0.001 0.1 100 180 0.0 -53 0.002622642874949092 0.0018926778544420412 100 GTEX 100 0.001 0.1 100 180 0.0 -54 0.002611318340199801 0.0019282626648550365 100 GTEX 100 0.001 0.1 100 180 0.0 -55 0.002613641049379796 0.0018874281311775966 100 GTEX 100 0.001 0.1 100 180 0.0 -56 0.002574699884560933 0.0019415605467117388 100 GTEX 100 0.001 0.1 100 180 0.0 -57 0.002582366762513983 0.0018962247384811252 100 GTEX 100 0.001 0.1 100 180 0.0 -58 0.0025815300038089305 0.0018968542443744186 100 GTEX 100 0.001 0.1 100 180 0.0 -59 0.0026079156092498217 0.001899399963728092 100 GTEX 100 0.001 0.1 100 180 0.0 -60 0.002566982745267219 0.0018986732461719912 100 GTEX 100 0.001 0.1 100 180 0.0 -61 0.0025966938079047637 0.0019276904671704361 100 GTEX 100 0.001 0.1 100 180 0.0 -62 0.002548097833979049 0.0019668334078737763 100 GTEX 100 0.001 0.1 100 180 0.0 -63 0.0025790217896972415 0.0018971220341408377 100 GTEX 100 0.001 0.1 100 180 0.0 -64 0.0025674423467355297 0.0019703417110784483 100 GTEX 100 0.001 0.1 100 180 0.0 -65 0.002549397334746849 0.0018762184816904848 100 GTEX 100 0.001 0.1 100 180 0.0 -66 0.002580352811705708 0.0018723004819832373 100 GTEX 100 0.001 0.1 100 180 0.0 -67 0.0025695242479386884 0.0018760531794584352 100 GTEX 100 0.001 0.1 100 180 0.0 -68 0.0025599936014107216 0.0019023293060934023 100 GTEX 100 0.001 0.1 100 180 0.0 -69 0.0025539549523194245 0.0018694596785605803 100 GTEX 100 0.001 0.1 100 180 0.0 -70 0.0025452572020705114 0.0018788293564423013 100 GTEX 100 0.001 0.1 100 180 0.0 -71 0.0025552913134712406 0.0018679159604891172 100 GTEX 100 0.001 0.1 100 180 0.0 -72 0.0025655345250632537 0.001909376314607495 100 GTEX 100 0.001 0.1 100 180 0.0 -73 0.002556896582506522 0.0018933348759598038 100 GTEX 100 0.001 0.1 100 180 0.0 -74 0.002568408732788561 0.0018625375925396842 100 GTEX 100 0.001 0.1 100 180 0.0 -75 0.002530067537615027 0.0018665429506585455 100 GTEX 100 0.001 0.1 100 180 0.0 -76 0.002542496368973098 0.0018898077227685161 100 GTEX 100 0.001 0.1 100 180 0.0 -77 0.002554744961449694 0.0018721369069473314 100 GTEX 100 0.001 0.1 100 180 0.0 -78 0.0025157494310321495 0.0018985177099903048 100 GTEX 100 0.001 0.1 100 180 0.0 -79 0.0025469128912739953 0.0018939746308278562 100 GTEX 100 0.001 0.1 100 180 0.0 -80 0.002529424357828958 0.0019448398109596266 100 GTEX 100 0.001 0.1 100 180 0.0 -81 0.002553681490478109 0.0018583805023200328 100 GTEX 100 0.001 0.1 100 180 0.0 -82 0.00253480598046192 0.001888617876732984 100 GTEX 100 0.001 0.1 100 180 0.0 -83 0.0025440757570882114 0.0019282781370267442 100 GTEX 100 0.001 0.1 100 180 0.0 -84 0.0025353842629669675 0.0018773210813032867 100 GTEX 100 0.001 0.1 100 180 0.0 -85 0.0025369199773213487 0.0018888809731470938 100 GTEX 100 0.001 0.1 100 180 0.0 -86 0.002517906524703533 0.001881236441082856 100 GTEX 100 0.001 0.1 100 180 0.0 -87 0.002526418923068718 0.0018327252278918888 100 GTEX 100 0.001 0.1 100 180 0.0 -88 0.0025598483065303974 0.001840665622635571 100 GTEX 100 0.001 0.1 100 180 0.0 -89 0.002518024123829121 0.001907432716987857 100 GTEX 100 0.001 0.1 100 180 0.0 -90 0.0025167117612771876 0.0019002101200848761 100 GTEX 100 0.001 0.1 100 180 0.0 -91 0.002538994730990197 0.0019391463306367737 100 GTEX 100 0.001 0.1 100 180 0.0 -92 0.002530259025509717 0.001853671807091074 100 GTEX 100 0.001 0.1 100 180 0.0 -93 0.002523274916323836 0.0018600200001015806 100 GTEX 100 0.001 0.1 100 180 0.0 -94 0.002522967467209464 0.001880471622518232 100 GTEX 100 0.001 0.1 100 180 0.0 -95 0.0025174917972038595 0.0018498833271756259 100 GTEX 100 0.001 0.1 100 180 0.0 -96 0.0025020120449250464 0.0018621484147908853 100 GTEX 100 0.001 0.1 100 180 0.0 -97 0.002525095539808933 0.0018567599275613295 100 GTEX 100 0.001 0.1 100 180 0.0 -98 0.002525190935887572 0.0018564584919963272 100 GTEX 100 0.001 0.1 100 180 0.0 -99 0.0025405049669039157 0.0018584276527385919 100 GTEX 100 0.001 0.1 100 180 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.001lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.001lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 4da72979b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.001lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09142163546357095 0.049948253346600004 100 GTEX 100 0.001 0.5 100 7763 0.0 -1 0.0264665707883847 0.007852275960303192 100 GTEX 100 0.001 0.5 100 7763 0.0 -2 0.008104190654122816 0.006282316249912116 100 GTEX 100 0.001 0.5 100 7763 0.0 -3 0.007163635586157522 0.0056093813330926594 100 GTEX 100 0.001 0.5 100 7763 0.0 -4 0.006758299317652423 0.005199448301141706 100 GTEX 100 0.001 0.5 100 7763 0.0 -5 0.006365053853917455 0.004926546538751501 100 GTEX 100 0.001 0.5 100 7763 0.0 -6 0.006163168111738332 0.00471221008993147 100 GTEX 100 0.001 0.5 100 7763 0.0 -7 0.005988762415054246 0.004654513370996419 100 GTEX 100 0.001 0.5 100 7763 0.0 -8 0.005838094770064686 0.004518855989914203 100 GTEX 100 0.001 0.5 100 7763 0.0 -9 0.005726467202534324 0.0044005627605794954 100 GTEX 100 0.001 0.5 100 7763 0.0 -10 0.005686368285237112 0.0043461621993933115 100 GTEX 100 0.001 0.5 100 7763 0.0 -11 0.005657506223592494 0.004291487218521734 100 GTEX 100 0.001 0.5 100 7763 0.0 -12 0.0056097321065220074 0.004244785950636002 100 GTEX 100 0.001 0.5 100 7763 0.0 -13 0.005547071538422483 0.004179144094028853 100 GTEX 100 0.001 0.5 100 7763 0.0 -14 0.005494101198733064 0.00414373148622225 100 GTEX 100 0.001 0.5 100 7763 0.0 -15 0.005476977120970026 0.004206555612215297 100 GTEX 100 0.001 0.5 100 7763 0.0 -16 0.00555451979366424 0.004140658298783542 100 GTEX 100 0.001 0.5 100 7763 0.0 -17 0.0054381850664093154 0.004191873697811886 100 GTEX 100 0.001 0.5 100 7763 0.0 -18 0.0054733360193499015 0.004278172604286399 100 GTEX 100 0.001 0.5 100 7763 0.0 -19 0.005435829149952446 0.004200602272532512 100 GTEX 100 0.001 0.5 100 7763 0.0 -20 0.0054286487780852155 0.004215369664996636 100 GTEX 100 0.001 0.5 100 7763 0.0 -21 0.005415371000873787 0.0040652417859324596 100 GTEX 100 0.001 0.5 100 7763 0.0 -22 0.005445760957604731 0.003971266579732809 100 GTEX 100 0.001 0.5 100 7763 0.0 -23 0.005348817210859336 0.004011431532759687 100 GTEX 100 0.001 0.5 100 7763 0.0 -24 0.005375084908447158 0.003981172232870933 100 GTEX 100 0.001 0.5 100 7763 0.0 -25 0.005352621757328664 0.004169255542876942 100 GTEX 100 0.001 0.5 100 7763 0.0 -26 0.005337014140397329 0.004007713808129212 100 GTEX 100 0.001 0.5 100 7763 0.0 -27 0.005313324718409013 0.003989650029512016 100 GTEX 100 0.001 0.5 100 7763 0.0 -28 0.005277248562353065 0.0039030328276124515 100 GTEX 100 0.001 0.5 100 7763 0.0 -29 0.005293598779673636 0.004016965806498387 100 GTEX 100 0.001 0.5 100 7763 0.0 -30 0.005279028500902784 0.003947273389871866 100 GTEX 100 0.001 0.5 100 7763 0.0 -31 0.005294170996284988 0.0038934649834090652 100 GTEX 100 0.001 0.5 100 7763 0.0 -32 0.005250791840320582 0.0038942317929855433 100 GTEX 100 0.001 0.5 100 7763 0.0 -33 0.005262279040636118 0.003892781806068615 100 GTEX 100 0.001 0.5 100 7763 0.0 -34 0.005257690458038978 0.003991526363863691 100 GTEX 100 0.001 0.5 100 7763 0.0 -35 0.005236334317542154 0.003925240746462016 100 GTEX 100 0.001 0.5 100 7763 0.0 -36 0.005268811582916923 0.003938354327814377 100 GTEX 100 0.001 0.5 100 7763 0.0 -37 0.00524493637097797 0.004070436751944484 100 GTEX 100 0.001 0.5 100 7763 0.0 -38 0.005219773092304494 0.0039059210908616903 100 GTEX 100 0.001 0.5 100 7763 0.0 -39 0.005253636464388047 0.003894231695603905 100 GTEX 100 0.001 0.5 100 7763 0.0 -40 0.0052168058778245 0.003976760051450462 100 GTEX 100 0.001 0.5 100 7763 0.0 -41 0.005242229710048055 0.003932289889847201 100 GTEX 100 0.001 0.5 100 7763 0.0 -42 0.00528099839885964 0.004047782787125373 100 GTEX 100 0.001 0.5 100 7763 0.0 -43 0.00528098745589317 0.0038746584015597408 100 GTEX 100 0.001 0.5 100 7763 0.0 -44 0.0051757688248464905 0.003877669403740265 100 GTEX 100 0.001 0.5 100 7763 0.0 -45 0.005226609194982772 0.003908349475522345 100 GTEX 100 0.001 0.5 100 7763 0.0 -46 0.005226745399900959 0.003817738791637321 100 GTEX 100 0.001 0.5 100 7763 0.0 -47 0.0052283808936838035 0.00387672268778454 100 GTEX 100 0.001 0.5 100 7763 0.0 -48 0.005238213060592741 0.0037678462867501115 100 GTEX 100 0.001 0.5 100 7763 0.0 -49 0.005190484348621196 0.00387380584656569 100 GTEX 100 0.001 0.5 100 7763 0.0 -50 0.005232929620455808 0.0037921870856797288 100 GTEX 100 0.001 0.5 100 7763 0.0 -51 0.00520398163193294 0.003754412358761287 100 GTEX 100 0.001 0.5 100 7763 0.0 -52 0.0051793802151417325 0.0038268954091184833 100 GTEX 100 0.001 0.5 100 7763 0.0 -53 0.0051943642930163585 0.003746958664607809 100 GTEX 100 0.001 0.5 100 7763 0.0 -54 0.005229383546546585 0.003823776628482138 100 GTEX 100 0.001 0.5 100 7763 0.0 -55 0.005206108224101375 0.003975812292625922 100 GTEX 100 0.001 0.5 100 7763 0.0 -56 0.005171716234524653 0.0036334008166120308 100 GTEX 100 0.001 0.5 100 7763 0.0 -57 0.005154872706054294 0.0037378119853654517 100 GTEX 100 0.001 0.5 100 7763 0.0 -58 0.005219464118785159 0.0037253146120010674 100 GTEX 100 0.001 0.5 100 7763 0.0 -59 0.005201577737213623 0.004014374026957857 100 GTEX 100 0.001 0.5 100 7763 0.0 -60 0.005223097104067263 0.004045142885120479 100 GTEX 100 0.001 0.5 100 7763 0.0 -61 0.005175261765400116 0.003964039174832772 100 GTEX 100 0.001 0.5 100 7763 0.0 -62 0.005185014544708277 0.0037971152516768913 100 GTEX 100 0.001 0.5 100 7763 0.0 -63 0.0051677240590205144 0.0038106408609367708 100 GTEX 100 0.001 0.5 100 7763 0.0 -64 0.005142739324387684 0.0038524524719514546 100 GTEX 100 0.001 0.5 100 7763 0.0 -65 0.005178752817102174 0.003678371532228793 100 GTEX 100 0.001 0.5 100 7763 0.0 -66 0.005180114297279101 0.0038087752173183763 100 GTEX 100 0.001 0.5 100 7763 0.0 -67 0.005169947724966457 0.0037687076662911434 100 GTEX 100 0.001 0.5 100 7763 0.0 -68 0.005164541563429777 0.0037485500744512098 100 GTEX 100 0.001 0.5 100 7763 0.0 -69 0.005207102192359013 0.0038636108920573056 100 GTEX 100 0.001 0.5 100 7763 0.0 -70 0.0051664423638821165 0.0037771572364217994 100 GTEX 100 0.001 0.5 100 7763 0.0 -71 0.005145881441680043 0.0037037108373251023 100 GTEX 100 0.001 0.5 100 7763 0.0 -72 0.005100995394083204 0.00371622165112611 100 GTEX 100 0.001 0.5 100 7763 0.0 -73 0.00517238407008475 0.003867501635529356 100 GTEX 100 0.001 0.5 100 7763 0.0 -74 0.005136434467456463 0.0037454268009802006 100 GTEX 100 0.001 0.5 100 7763 0.0 -75 0.005148751029117698 0.0038603709775161268 100 GTEX 100 0.001 0.5 100 7763 0.0 -76 0.005139133864572012 0.004052634083598626 100 GTEX 100 0.001 0.5 100 7763 0.0 -77 0.00518756896361482 0.0037803017621073774 100 GTEX 100 0.001 0.5 100 7763 0.0 -78 0.00515627417319114 0.003790859836808799 100 GTEX 100 0.001 0.5 100 7763 0.0 -79 0.005135956657067645 0.0036556598068190164 100 GTEX 100 0.001 0.5 100 7763 0.0 -80 0.005159911069201701 0.0037476261396017707 100 GTEX 100 0.001 0.5 100 7763 0.0 -81 0.005140318129124306 0.003707692771618867 100 GTEX 100 0.001 0.5 100 7763 0.0 -82 0.005129191340709203 0.003765541294363005 100 GTEX 100 0.001 0.5 100 7763 0.0 -83 0.005183310873085973 0.003681869317773914 100 GTEX 100 0.001 0.5 100 7763 0.0 -84 0.005172563977022083 0.003976941875362691 100 GTEX 100 0.001 0.5 100 7763 0.0 -85 0.005143132245220622 0.003928994736014493 100 GTEX 100 0.001 0.5 100 7763 0.0 -86 0.005140711114836007 0.0038813455455260133 100 GTEX 100 0.001 0.5 100 7763 0.0 -87 0.0051413185965713286 0.003763499505067166 100 GTEX 100 0.001 0.5 100 7763 0.0 -88 0.005113277363903632 0.0038688278574666485 100 GTEX 100 0.001 0.5 100 7763 0.0 -89 0.0051217631384155035 0.0036644383843549076 100 GTEX 100 0.001 0.5 100 7763 0.0 -90 0.005160823391546424 0.0037702069327433525 100 GTEX 100 0.001 0.5 100 7763 0.0 -91 0.005142860068780552 0.0037920514224345013 100 GTEX 100 0.001 0.5 100 7763 0.0 -92 0.005126362895899783 0.0038169249245974843 100 GTEX 100 0.001 0.5 100 7763 0.0 -93 0.0051001911532136575 0.003752940946998705 100 GTEX 100 0.001 0.5 100 7763 0.0 -94 0.00512993929042367 0.003790547617112672 100 GTEX 100 0.001 0.5 100 7763 0.0 -95 0.005123146911259625 0.003898931889415864 100 GTEX 100 0.001 0.5 100 7763 0.0 -96 0.0051015229031283835 0.003804607722313345 100 GTEX 100 0.001 0.5 100 7763 0.0 -97 0.005113074448665212 0.0036679154630226327 100 GTEX 100 0.001 0.5 100 7763 0.0 -98 0.0051439652786845645 0.003698864447115832 100 GTEX 100 0.001 0.5 100 7763 0.0 -99 0.005080084519332319 0.003798911718035492 100 GTEX 100 0.001 0.5 100 7763 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.001lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.001lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 6db9e28bd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.001lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08812070715107245 0.05245251586738648 100 GTEX 100 0.001 0.0 100 1287 0.0 -1 0.030683075103163482 0.007353487095225446 100 GTEX 100 0.001 0.0 100 1287 0.0 -2 0.00545522308458531 0.004601681250866375 100 GTEX 100 0.001 0.0 100 1287 0.0 -3 0.003966690504228341 0.003654881002480596 100 GTEX 100 0.001 0.0 100 1287 0.0 -4 0.0033085935693186984 0.0031831380229499972 100 GTEX 100 0.001 0.0 100 1287 0.0 -5 0.0029560674996010694 0.002891118743566676 100 GTEX 100 0.001 0.0 100 1287 0.0 -6 0.0027331012866364463 0.0026958503861320223 100 GTEX 100 0.001 0.0 100 1287 0.0 -7 0.0025804279612575416 0.0025695426701196245 100 GTEX 100 0.001 0.0 100 1287 0.0 -8 0.0024713328515171685 0.0024666085409021763 100 GTEX 100 0.001 0.0 100 1287 0.0 -9 0.002385427911388209 0.0023840974180644003 100 GTEX 100 0.001 0.0 100 1287 0.0 -10 0.0023122864939991335 0.002321197841663494 100 GTEX 100 0.001 0.0 100 1287 0.0 -11 0.0022492886963268433 0.0022588164515495866 100 GTEX 100 0.001 0.0 100 1287 0.0 -12 0.0021985830823792784 0.002209883548864677 100 GTEX 100 0.001 0.0 100 1287 0.0 -13 0.00215286119434059 0.0021727938336026306 100 GTEX 100 0.001 0.0 100 1287 0.0 -14 0.0021174926261786574 0.002141782489849587 100 GTEX 100 0.001 0.0 100 1287 0.0 -15 0.0020852349073120155 0.002108998360739093 100 GTEX 100 0.001 0.0 100 1287 0.0 -16 0.0020618157137285284 0.002081216154478405 100 GTEX 100 0.001 0.0 100 1287 0.0 -17 0.002037618831904815 0.0020635800202423176 100 GTEX 100 0.001 0.0 100 1287 0.0 -18 0.0020204211115701144 0.002053170308679654 100 GTEX 100 0.001 0.0 100 1287 0.0 -19 0.0020040047946086486 0.0020315908369193908 100 GTEX 100 0.001 0.0 100 1287 0.0 -20 0.001991591503952075 0.0020191738507692692 100 GTEX 100 0.001 0.0 100 1287 0.0 -21 0.0019789133693852113 0.002007676075573855 100 GTEX 100 0.001 0.0 100 1287 0.0 -22 0.001969464326640775 0.0019945953751315747 100 GTEX 100 0.001 0.0 100 1287 0.0 -23 0.001958598283079559 0.0019850555038037126 100 GTEX 100 0.001 0.0 100 1287 0.0 -24 0.001951115203055679 0.001977285140055894 100 GTEX 100 0.001 0.0 100 1287 0.0 -25 0.0019443831424118371 0.0019712097457691515 100 GTEX 100 0.001 0.0 100 1287 0.0 -26 0.0019365932491002067 0.001961897482773282 100 GTEX 100 0.001 0.0 100 1287 0.0 -27 0.0019298384406294875 0.0019568831716511867 100 GTEX 100 0.001 0.0 100 1287 0.0 -28 0.001924291573733141 0.001954108877231441 100 GTEX 100 0.001 0.0 100 1287 0.0 -29 0.0019173903263712997 0.00193828005988165 100 GTEX 100 0.001 0.0 100 1287 0.0 -30 0.001909032539899649 0.0019368604569210753 100 GTEX 100 0.001 0.0 100 1287 0.0 -31 0.0019058836211340315 0.001935332486345769 100 GTEX 100 0.001 0.0 100 1287 0.0 -32 0.0019008569626514 0.0019330578287815527 100 GTEX 100 0.001 0.0 100 1287 0.0 -33 0.0018963636178956154 0.001923471740570925 100 GTEX 100 0.001 0.0 100 1287 0.0 -34 0.0018905977416715496 0.0019100693655607535 100 GTEX 100 0.001 0.0 100 1287 0.0 -35 0.0018820668568065757 0.0019076104557403707 100 GTEX 100 0.001 0.0 100 1287 0.0 -36 0.0018786021213001854 0.001901129290316353 100 GTEX 100 0.001 0.0 100 1287 0.0 -37 0.0018731114372104018 0.0018975325008436415 100 GTEX 100 0.001 0.0 100 1287 0.0 -38 0.0018692358678646147 0.0018946340899850763 100 GTEX 100 0.001 0.0 100 1287 0.0 -39 0.0018658306111805035 0.001890211270505938 100 GTEX 100 0.001 0.0 100 1287 0.0 -40 0.00186160541644653 0.0018902334832575725 100 GTEX 100 0.001 0.0 100 1287 0.0 -41 0.0018591331303879316 0.0018837552866455833 100 GTEX 100 0.001 0.0 100 1287 0.0 -42 0.0018556019743022829 0.0018824531994193453 100 GTEX 100 0.001 0.0 100 1287 0.0 -43 0.0018523811092322807 0.0018700706305959662 100 GTEX 100 0.001 0.0 100 1287 0.0 -44 0.0018491090913288933 0.001872547961481114 100 GTEX 100 0.001 0.0 100 1287 0.0 -45 0.0018458756800270525 0.001877762468889384 100 GTEX 100 0.001 0.0 100 1287 0.0 -46 0.0018419385172860144 0.0018666115303491969 100 GTEX 100 0.001 0.0 100 1287 0.0 -47 0.001840031589000191 0.00186387092068069 100 GTEX 100 0.001 0.0 100 1287 0.0 -48 0.001837450604208205 0.0018583255339265153 100 GTEX 100 0.001 0.0 100 1287 0.0 -49 0.001835118992447151 0.001858623072898065 100 GTEX 100 0.001 0.0 100 1287 0.0 -50 0.0018325810581198772 0.001852257042669978 100 GTEX 100 0.001 0.0 100 1287 0.0 -51 0.001828767842994563 0.001848446238899299 100 GTEX 100 0.001 0.0 100 1287 0.0 -52 0.0018280992692356508 0.0018614788938972377 100 GTEX 100 0.001 0.0 100 1287 0.0 -53 0.0018255115897818028 0.001849258648755716 100 GTEX 100 0.001 0.0 100 1287 0.0 -54 0.0018233327952098387 0.0018488817441918155 100 GTEX 100 0.001 0.0 100 1287 0.0 -55 0.0018212647952528553 0.0018486053582826211 100 GTEX 100 0.001 0.0 100 1287 0.0 -56 0.0018188583179874506 0.001847783505505822 100 GTEX 100 0.001 0.0 100 1287 0.0 -57 0.0018173658098264848 0.001847216005599969 100 GTEX 100 0.001 0.0 100 1287 0.0 -58 0.0018182646570884828 0.0018393859163656151 100 GTEX 100 0.001 0.0 100 1287 0.0 -59 0.0018111196117439428 0.0018355978060577475 100 GTEX 100 0.001 0.0 100 1287 0.0 -60 0.0018119272473492015 0.0018418119377509722 100 GTEX 100 0.001 0.0 100 1287 0.0 -61 0.001812616342779403 0.0018313758025661167 100 GTEX 100 0.001 0.0 100 1287 0.0 -62 0.0018072982704922284 0.001834510839739 100 GTEX 100 0.001 0.0 100 1287 0.0 -63 0.0018064701137567468 0.0018343063905311061 100 GTEX 100 0.001 0.0 100 1287 0.0 -64 0.001806253341012438 0.0018306831592878065 100 GTEX 100 0.001 0.0 100 1287 0.0 -65 0.0018049928105041877 0.0018272473434333338 100 GTEX 100 0.001 0.0 100 1287 0.0 -66 0.0018029101512918105 0.0018256134118976872 100 GTEX 100 0.001 0.0 100 1287 0.0 -67 0.0018007218897329105 0.0018263732728516478 100 GTEX 100 0.001 0.0 100 1287 0.0 -68 0.0018007245975481315 0.001829127751878629 100 GTEX 100 0.001 0.0 100 1287 0.0 -69 0.0018020906484559622 0.0018250170631242115 100 GTEX 100 0.001 0.0 100 1287 0.0 -70 0.0017982137684755676 0.0018208659689576 100 GTEX 100 0.001 0.0 100 1287 0.0 -71 0.0017970467574068662 0.0018208735124933969 100 GTEX 100 0.001 0.0 100 1287 0.0 -72 0.001795273964091926 0.0018247078604882888 100 GTEX 100 0.001 0.0 100 1287 0.0 -73 0.0017937822840328513 0.0018230967799966497 100 GTEX 100 0.001 0.0 100 1287 0.0 -74 0.0017917865269583377 0.0018151766552409235 100 GTEX 100 0.001 0.0 100 1287 0.0 -75 0.0017930504838546758 0.0018161594271907731 100 GTEX 100 0.001 0.0 100 1287 0.0 -76 0.001785270787022549 0.0018092752549400688 100 GTEX 100 0.001 0.0 100 1287 0.0 -77 0.0017742707574804194 0.0017921156882921042 100 GTEX 100 0.001 0.0 100 1287 0.0 -78 0.0017661361491412486 0.0017865568487072795 100 GTEX 100 0.001 0.0 100 1287 0.0 -79 0.0017577157443350144 0.0017758334469857551 100 GTEX 100 0.001 0.0 100 1287 0.0 -80 0.0017475264754492226 0.0017662822785025937 100 GTEX 100 0.001 0.0 100 1287 0.0 -81 0.001738843864848749 0.0017590214349612764 100 GTEX 100 0.001 0.0 100 1287 0.0 -82 0.001733707309859622 0.0017529186016274438 100 GTEX 100 0.001 0.0 100 1287 0.0 -83 0.001729724877421472 0.001754285336096732 100 GTEX 100 0.001 0.0 100 1287 0.0 -84 0.0017270832715917655 0.0017536836871062849 100 GTEX 100 0.001 0.0 100 1287 0.0 -85 0.0017259474306363304 0.0017478415382204456 100 GTEX 100 0.001 0.0 100 1287 0.0 -86 0.0017241019175628055 0.001757190961606744 100 GTEX 100 0.001 0.0 100 1287 0.0 -87 0.0017251859444773073 0.00175034905475752 100 GTEX 100 0.001 0.0 100 1287 0.0 -88 0.0017196210144409163 0.0017426871772529735 100 GTEX 100 0.001 0.0 100 1287 0.0 -89 0.0017041921057146436 0.0017195867649863826 100 GTEX 100 0.001 0.0 100 1287 0.0 -90 0.0016926507604939703 0.0017126356428595324 100 GTEX 100 0.001 0.0 100 1287 0.0 -91 0.0016862756963436584 0.0017026206505035154 100 GTEX 100 0.001 0.0 100 1287 0.0 -92 0.0016831238205157345 0.0017064490555626245 100 GTEX 100 0.001 0.0 100 1287 0.0 -93 0.0016800287543934024 0.001696927588921706 100 GTEX 100 0.001 0.0 100 1287 0.0 -94 0.0016755585677525713 0.001699959397574483 100 GTEX 100 0.001 0.0 100 1287 0.0 -95 0.001672178505719876 0.001693782458142041 100 GTEX 100 0.001 0.0 100 1287 0.0 -96 0.0016725849465440376 0.0016964955318244635 100 GTEX 100 0.001 0.0 100 1287 0.0 -97 0.0016703337005331594 0.0016889137653244425 100 GTEX 100 0.001 0.0 100 1287 0.0 -98 0.0016695283610900832 0.0016902545688340985 100 GTEX 100 0.001 0.0 100 1287 0.0 -99 0.0016681469906169894 0.0016861025920357315 100 GTEX 100 0.001 0.0 100 1287 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.001lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.001lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index fac8eb453..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.001lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.06023527404250723 0.008182009000387822 50 GTEX 100 0.001 0.1 100 506 0.0 -1 0.005846365950669135 0.004372052520782662 50 GTEX 100 0.001 0.1 100 506 0.0 -2 0.004455287087194403 0.0036135872116864805 50 GTEX 100 0.001 0.1 100 506 0.0 -3 0.003965946330541429 0.003176264418820238 50 GTEX 100 0.001 0.1 100 506 0.0 -4 0.0036690146542276533 0.002925718060655682 50 GTEX 100 0.001 0.1 100 506 0.0 -5 0.003493509831265468 0.0028364248556074305 50 GTEX 100 0.001 0.1 100 506 0.0 -6 0.003342546947280562 0.0026687377795555803 50 GTEX 100 0.001 0.1 100 506 0.0 -7 0.0032555720833501744 0.002615873892649923 50 GTEX 100 0.001 0.1 100 506 0.0 -8 0.0032206428887227513 0.0025544693988319416 50 GTEX 100 0.001 0.1 100 506 0.0 -9 0.0031608085471348155 0.002456650614186045 50 GTEX 100 0.001 0.1 100 506 0.0 -10 0.0031542619479775075 0.0024686962770680567 50 GTEX 100 0.001 0.1 100 506 0.0 -11 0.0030842778785513296 0.0024307506006678472 50 GTEX 100 0.001 0.1 100 506 0.0 -12 0.0030867600690243305 0.0024866757023824597 50 GTEX 100 0.001 0.1 100 506 0.0 -13 0.003023699040825593 0.0023732651565082285 50 GTEX 100 0.001 0.1 100 506 0.0 -14 0.002981072234083685 0.0023257536530324713 50 GTEX 100 0.001 0.1 100 506 0.0 -15 0.0029734828827832436 0.0024052398857402086 50 GTEX 100 0.001 0.1 100 506 0.0 -16 0.002942617263524325 0.002278523898980945 50 GTEX 100 0.001 0.1 100 506 0.0 -17 0.0029260542385281707 0.002270850379501572 50 GTEX 100 0.001 0.1 100 506 0.0 -18 0.0028956352970997204 0.0023322274736677626 50 GTEX 100 0.001 0.1 100 506 0.0 -19 0.0028808847342437684 0.0022191305953775577 50 GTEX 100 0.001 0.1 100 506 0.0 -20 0.0028784256933393334 0.0022615083332169984 50 GTEX 100 0.001 0.1 100 506 0.0 -21 0.002876387400083575 0.002248297040014326 50 GTEX 100 0.001 0.1 100 506 0.0 -22 0.002841752661995923 0.002208520212571912 50 GTEX 100 0.001 0.1 100 506 0.0 -23 0.0027899269150207817 0.0022405221513401674 50 GTEX 100 0.001 0.1 100 506 0.0 -24 0.0028098531029890233 0.0022521834263220402 50 GTEX 100 0.001 0.1 100 506 0.0 -25 0.002824684479376658 0.0022709606628787096 50 GTEX 100 0.001 0.1 100 506 0.0 -26 0.0027958202754294224 0.0021569112635805437 50 GTEX 100 0.001 0.1 100 506 0.0 -27 0.002784298598741536 0.002164375247874655 50 GTEX 100 0.001 0.1 100 506 0.0 -28 0.002777829805623771 0.0021578551149668574 50 GTEX 100 0.001 0.1 100 506 0.0 -29 0.002758958111501883 0.0021583405869991692 50 GTEX 100 0.001 0.1 100 506 0.0 -30 0.002729248275732053 0.002310395100465604 50 GTEX 100 0.001 0.1 100 506 0.0 -31 0.002751717282712162 0.0021585275006512387 50 GTEX 100 0.001 0.1 100 506 0.0 -32 0.0027791862652469922 0.0021535445087918653 50 GTEX 100 0.001 0.1 100 506 0.0 -33 0.002742461747638122 0.0020843158593797924 50 GTEX 100 0.001 0.1 100 506 0.0 -34 0.0027429874661229325 0.002130920182516933 50 GTEX 100 0.001 0.1 100 506 0.0 -35 0.0027127515187344753 0.002113265563475372 50 GTEX 100 0.001 0.1 100 506 0.0 -36 0.0027053069867417207 0.0021365707726465686 50 GTEX 100 0.001 0.1 100 506 0.0 -37 0.002723687549571353 0.0020796020456391455 50 GTEX 100 0.001 0.1 100 506 0.0 -38 0.0027196798957113046 0.0020940743119831234 50 GTEX 100 0.001 0.1 100 506 0.0 -39 0.002699282626877989 0.0022147554694409324 50 GTEX 100 0.001 0.1 100 506 0.0 -40 0.0027033742206611683 0.002131630877695071 50 GTEX 100 0.001 0.1 100 506 0.0 -41 0.0027349150333908887 0.0021043972888193005 50 GTEX 100 0.001 0.1 100 506 0.0 -42 0.002686684634219735 0.0021547756714218724 50 GTEX 100 0.001 0.1 100 506 0.0 -43 0.002719486834641908 0.0020694640038372105 50 GTEX 100 0.001 0.1 100 506 0.0 -44 0.0026946704746850145 0.002123127143676021 50 GTEX 100 0.001 0.1 100 506 0.0 -45 0.0027072886301154784 0.0021006715629593303 50 GTEX 100 0.001 0.1 100 506 0.0 -46 0.0027073520516137177 0.0020932244885440193 50 GTEX 100 0.001 0.1 100 506 0.0 -47 0.002691082396327401 0.002050890561154275 50 GTEX 100 0.001 0.1 100 506 0.0 -48 0.002664796278335951 0.0020920107014540993 50 GTEX 100 0.001 0.1 100 506 0.0 -49 0.002664835288622106 0.0020847922505743575 50 GTEX 100 0.001 0.1 100 506 0.0 -50 0.002670984224476226 0.0022022362489487 50 GTEX 100 0.001 0.1 100 506 0.0 -51 0.0026907190778928712 0.0021018744373300993 50 GTEX 100 0.001 0.1 100 506 0.0 -52 0.0026873643275663562 0.0021131733406296164 50 GTEX 100 0.001 0.1 100 506 0.0 -53 0.002663680516016925 0.0020576886186011475 50 GTEX 100 0.001 0.1 100 506 0.0 -54 0.0026510471757098023 0.0021034812788432995 50 GTEX 100 0.001 0.1 100 506 0.0 -55 0.002665778168666885 0.0020898524344236565 50 GTEX 100 0.001 0.1 100 506 0.0 -56 0.002663843301232592 0.002127515772683369 50 GTEX 100 0.001 0.1 100 506 0.0 -57 0.0026550412347762196 0.0020753488944092687 50 GTEX 100 0.001 0.1 100 506 0.0 -58 0.002662283164672644 0.00205774636015813 50 GTEX 100 0.001 0.1 100 506 0.0 -59 0.0026518780275208544 0.0020442073682266438 50 GTEX 100 0.001 0.1 100 506 0.0 -60 0.002676860753150116 0.0020492910478306587 50 GTEX 100 0.001 0.1 100 506 0.0 -61 0.0026735012741013536 0.0020619037467278114 50 GTEX 100 0.001 0.1 100 506 0.0 -62 0.0026591697699803823 0.0020602309466392766 50 GTEX 100 0.001 0.1 100 506 0.0 -63 0.0026436728869539353 0.0021333150229657584 50 GTEX 100 0.001 0.1 100 506 0.0 -64 0.002653357105003419 0.002107448780956986 50 GTEX 100 0.001 0.1 100 506 0.0 -65 0.0026470024108782835 0.002057857628639065 50 GTEX 100 0.001 0.1 100 506 0.0 -66 0.0026609920909624533 0.002090752702436548 50 GTEX 100 0.001 0.1 100 506 0.0 -67 0.002646261008434313 0.0021205359654671058 50 GTEX 100 0.001 0.1 100 506 0.0 -68 0.002633064862920515 0.002055409972373566 50 GTEX 100 0.001 0.1 100 506 0.0 -69 0.0026300381287677407 0.0020587864099955717 50 GTEX 100 0.001 0.1 100 506 0.0 -70 0.0026587976887320437 0.0021241272004239773 50 GTEX 100 0.001 0.1 100 506 0.0 -71 0.0026410911034989806 0.0021308778217257116 50 GTEX 100 0.001 0.1 100 506 0.0 -72 0.0026354887570715197 0.00208901685260647 50 GTEX 100 0.001 0.1 100 506 0.0 -73 0.0026623312705775382 0.00206313372772017 50 GTEX 100 0.001 0.1 100 506 0.0 -74 0.0026379452561942902 0.002119852729476351 50 GTEX 100 0.001 0.1 100 506 0.0 -75 0.0026473491384017295 0.002077208670341328 50 GTEX 100 0.001 0.1 100 506 0.0 -76 0.002651036240834732 0.002116718902934286 50 GTEX 100 0.001 0.1 100 506 0.0 -77 0.0026520203904861557 0.0020471250500260878 50 GTEX 100 0.001 0.1 100 506 0.0 -78 0.002642885308908095 0.002120109834485181 50 GTEX 100 0.001 0.1 100 506 0.0 -79 0.0026411260127735163 0.002054828160686751 50 GTEX 100 0.001 0.1 100 506 0.0 -80 0.002629043707858999 0.0020860322291197915 50 GTEX 100 0.001 0.1 100 506 0.0 -81 0.002647834249864703 0.002031737738005647 50 GTEX 100 0.001 0.1 100 506 0.0 -82 0.002668827823910705 0.002093575256982882 50 GTEX 100 0.001 0.1 100 506 0.0 -83 0.0026530656362560583 0.002032875445469534 50 GTEX 100 0.001 0.1 100 506 0.0 -84 0.00263543013281419 0.0020427312595706023 50 GTEX 100 0.001 0.1 100 506 0.0 -85 0.0026335501776030517 0.0020925975391400463 50 GTEX 100 0.001 0.1 100 506 0.0 -86 0.002624812709328739 0.0021074427242617445 50 GTEX 100 0.001 0.1 100 506 0.0 -87 0.002624133390916433 0.0020434424467473344 50 GTEX 100 0.001 0.1 100 506 0.0 -88 0.002637566930943085 0.0020229614644307827 50 GTEX 100 0.001 0.1 100 506 0.0 -89 0.0026203094464105504 0.0020283067252791485 50 GTEX 100 0.001 0.1 100 506 0.0 -90 0.002665351345139381 0.002103739424729047 50 GTEX 100 0.001 0.1 100 506 0.0 -91 0.0026147219434469464 0.0020974901522077733 50 GTEX 100 0.001 0.1 100 506 0.0 -92 0.0026153433042939143 0.002096763067257311 50 GTEX 100 0.001 0.1 100 506 0.0 -93 0.002649729907285614 0.002044092356749658 50 GTEX 100 0.001 0.1 100 506 0.0 -94 0.002634777429229229 0.002015854205454597 50 GTEX 100 0.001 0.1 100 506 0.0 -95 0.002619682127391258 0.0020256165847511603 50 GTEX 100 0.001 0.1 100 506 0.0 -96 0.0026468552296442707 0.0020201701501352505 50 GTEX 100 0.001 0.1 100 506 0.0 -97 0.0026331069622030617 0.002030669898325896 50 GTEX 100 0.001 0.1 100 506 0.0 -98 0.002643647739203125 0.002090133102690383 50 GTEX 100 0.001 0.1 100 506 0.0 -99 0.0026074943536383145 0.0020635022092150247 50 GTEX 100 0.001 0.1 100 506 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.001lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.001lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 2e61081c2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.001lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.055378686936633774 0.0077544869713400254 50 GTEX 100 0.001 0.5 100 6267 0.0 -1 0.007733969849531283 0.005681707946045373 50 GTEX 100 0.001 0.5 100 6267 0.0 -2 0.006526216296417129 0.004825187003339141 50 GTEX 100 0.001 0.5 100 6267 0.0 -3 0.005982543562324561 0.004438525537637987 50 GTEX 100 0.001 0.5 100 6267 0.0 -4 0.005749684875797363 0.004432969757164527 50 GTEX 100 0.001 0.5 100 6267 0.0 -5 0.005636861209907256 0.004295674676762561 50 GTEX 100 0.001 0.5 100 6267 0.0 -6 0.005521549088808605 0.004011933800690017 50 GTEX 100 0.001 0.5 100 6267 0.0 -7 0.005464024320886198 0.0040245250446417375 50 GTEX 100 0.001 0.5 100 6267 0.0 -8 0.005407981568977144 0.0038280503039988386 50 GTEX 100 0.001 0.5 100 6267 0.0 -9 0.005330428207765159 0.0038778638027204704 50 GTEX 100 0.001 0.5 100 6267 0.0 -10 0.0052528976742365115 0.003693063797857683 50 GTEX 100 0.001 0.5 100 6267 0.0 -11 0.005235027905169521 0.003795984909363346 50 GTEX 100 0.001 0.5 100 6267 0.0 -12 0.005195420522947548 0.003982132151120913 50 GTEX 100 0.001 0.5 100 6267 0.0 -13 0.005202651703837455 0.0040954146702409135 50 GTEX 100 0.001 0.5 100 6267 0.0 -14 0.005163843500220034 0.00380823877463011 50 GTEX 100 0.001 0.5 100 6267 0.0 -15 0.005172938100770911 0.003941867704159747 50 GTEX 100 0.001 0.5 100 6267 0.0 -16 0.005190937392391187 0.004033692369234001 50 GTEX 100 0.001 0.5 100 6267 0.0 -17 0.005120305528129792 0.0040396531550709455 50 GTEX 100 0.001 0.5 100 6267 0.0 -18 0.0051646387099561 0.004090231561328607 50 GTEX 100 0.001 0.5 100 6267 0.0 -19 0.005132349213801487 0.003668561672965355 50 GTEX 100 0.001 0.5 100 6267 0.0 -20 0.005148160660324013 0.0037977231521258564 50 GTEX 100 0.001 0.5 100 6267 0.0 -21 0.005123412127669433 0.0038705283613032714 50 GTEX 100 0.001 0.5 100 6267 0.0 -22 0.005128791213316545 0.003606191699520575 50 GTEX 100 0.001 0.5 100 6267 0.0 -23 0.005102837461400929 0.0037800185417777685 50 GTEX 100 0.001 0.5 100 6267 0.0 -24 0.005101869567568424 0.003762397864663499 50 GTEX 100 0.001 0.5 100 6267 0.0 -25 0.0050593876520714206 0.0037604154985284737 50 GTEX 100 0.001 0.5 100 6267 0.0 -26 0.005083229433543672 0.0037442250593349396 50 GTEX 100 0.001 0.5 100 6267 0.0 -27 0.005118011637490778 0.003884788726973471 50 GTEX 100 0.001 0.5 100 6267 0.0 -28 0.005067218002935338 0.003740617790712688 50 GTEX 100 0.001 0.5 100 6267 0.0 -29 0.0050764158711933665 0.0035322528928270415 50 GTEX 100 0.001 0.5 100 6267 0.0 -30 0.005063541043871268 0.0037734731389988682 50 GTEX 100 0.001 0.5 100 6267 0.0 -31 0.005100195064581557 0.0036202408767308856 50 GTEX 100 0.001 0.5 100 6267 0.0 -32 0.005116231697416235 0.0035473102187567845 50 GTEX 100 0.001 0.5 100 6267 0.0 -33 0.005045205819859961 0.003823536985107616 50 GTEX 100 0.001 0.5 100 6267 0.0 -34 0.005107725000020155 0.0036190050847105994 50 GTEX 100 0.001 0.5 100 6267 0.0 -35 0.005099533120839387 0.0038399496226405065 50 GTEX 100 0.001 0.5 100 6267 0.0 -36 0.005051535137510828 0.0035166442522623297 50 GTEX 100 0.001 0.5 100 6267 0.0 -37 0.005103142209291251 0.0037982688969737735 50 GTEX 100 0.001 0.5 100 6267 0.0 -38 0.005034008028157456 0.0036235858620757046 50 GTEX 100 0.001 0.5 100 6267 0.0 -39 0.0050479124013023255 0.0036973863894990983 50 GTEX 100 0.001 0.5 100 6267 0.0 -40 0.005062002529720403 0.003563289643006803 50 GTEX 100 0.001 0.5 100 6267 0.0 -41 0.0050481377951871655 0.003615168436295831 50 GTEX 100 0.001 0.5 100 6267 0.0 -42 0.005056174341429844 0.0036833639400072763 50 GTEX 100 0.001 0.5 100 6267 0.0 -43 0.005043793519789844 0.00384829319905518 50 GTEX 100 0.001 0.5 100 6267 0.0 -44 0.005052348519350302 0.0036284010618316018 50 GTEX 100 0.001 0.5 100 6267 0.0 -45 0.005024235544298712 0.003733224667938065 50 GTEX 100 0.001 0.5 100 6267 0.0 -46 0.0050508247415813655 0.0038403754194263552 50 GTEX 100 0.001 0.5 100 6267 0.0 -47 0.005037421834684324 0.0036564234660995043 50 GTEX 100 0.001 0.5 100 6267 0.0 -48 0.005026514814516133 0.0038900892422870934 50 GTEX 100 0.001 0.5 100 6267 0.0 -49 0.005043025269220601 0.0036045244214135603 50 GTEX 100 0.001 0.5 100 6267 0.0 -50 0.005009140365454937 0.003636631891556339 50 GTEX 100 0.001 0.5 100 6267 0.0 -51 0.005042640809581633 0.0037315936343914374 50 GTEX 100 0.001 0.5 100 6267 0.0 -52 0.0050013361004277316 0.003681758442582003 50 GTEX 100 0.001 0.5 100 6267 0.0 -53 0.004959271736771617 0.003703101321226234 50 GTEX 100 0.001 0.5 100 6267 0.0 -54 0.0050345957592039985 0.0037230429347576183 50 GTEX 100 0.001 0.5 100 6267 0.0 -55 0.00499336700202777 0.0035951199056934776 50 GTEX 100 0.001 0.5 100 6267 0.0 -56 0.00503448276396192 0.003535341588734249 50 GTEX 100 0.001 0.5 100 6267 0.0 -57 0.005027423702688791 0.0035991650344733106 50 GTEX 100 0.001 0.5 100 6267 0.0 -58 0.005034705013858362 0.003633747455848119 50 GTEX 100 0.001 0.5 100 6267 0.0 -59 0.005001904620867987 0.0034310417249798775 50 GTEX 100 0.001 0.5 100 6267 0.0 -60 0.005030994946065256 0.003888537410111963 50 GTEX 100 0.001 0.5 100 6267 0.0 -61 0.005026639443494122 0.0034235462501198905 50 GTEX 100 0.001 0.5 100 6267 0.0 -62 0.00504797590250946 0.0035272257184758497 50 GTEX 100 0.001 0.5 100 6267 0.0 -63 0.005021262199243013 0.003572384695816403 50 GTEX 100 0.001 0.5 100 6267 0.0 -64 0.004993091178850383 0.00341416534944703 50 GTEX 100 0.001 0.5 100 6267 0.0 -65 0.005019899027889748 0.003591955768673932 50 GTEX 100 0.001 0.5 100 6267 0.0 -66 0.005051543483703626 0.0036437261713307507 50 GTEX 100 0.001 0.5 100 6267 0.0 -67 0.0049852073879553815 0.0033932004992393316 50 GTEX 100 0.001 0.5 100 6267 0.0 -68 0.004943632937061147 0.0036777323523550487 50 GTEX 100 0.001 0.5 100 6267 0.0 -69 0.0049696623656009025 0.0036394866156841525 50 GTEX 100 0.001 0.5 100 6267 0.0 -70 0.004994504346594008 0.003915351400764468 50 GTEX 100 0.001 0.5 100 6267 0.0 -71 0.005010182928101914 0.003466732275916596 50 GTEX 100 0.001 0.5 100 6267 0.0 -72 0.004989194910486548 0.003619437825692527 50 GTEX 100 0.001 0.5 100 6267 0.0 -73 0.0049920328878994835 0.0034611794067114705 50 GTEX 100 0.001 0.5 100 6267 0.0 -74 0.0049623927105231155 0.0038005520426756755 50 GTEX 100 0.001 0.5 100 6267 0.0 -75 0.004996093412711893 0.0037260920105027496 50 GTEX 100 0.001 0.5 100 6267 0.0 -76 0.004974721919312747 0.0037519234403465013 50 GTEX 100 0.001 0.5 100 6267 0.0 -77 0.0049744208996148065 0.003625765617249866 50 GTEX 100 0.001 0.5 100 6267 0.0 -78 0.004981316658831032 0.003497250861498906 50 GTEX 100 0.001 0.5 100 6267 0.0 -79 0.004961591005335942 0.003893816765280929 50 GTEX 100 0.001 0.5 100 6267 0.0 -80 0.004990939006299486 0.0037611287694509377 50 GTEX 100 0.001 0.5 100 6267 0.0 -81 0.00493052640628395 0.003389908930821479 50 GTEX 100 0.001 0.5 100 6267 0.0 -82 0.004994547465589679 0.0036839204512805653 50 GTEX 100 0.001 0.5 100 6267 0.0 -83 0.004945950221191229 0.0035479761542355774 50 GTEX 100 0.001 0.5 100 6267 0.0 -84 0.004985456617726728 0.003512302313102657 50 GTEX 100 0.001 0.5 100 6267 0.0 -85 0.0049762188651638044 0.0034507475191366084 50 GTEX 100 0.001 0.5 100 6267 0.0 -86 0.004956113862449638 0.00370468836128995 50 GTEX 100 0.001 0.5 100 6267 0.0 -87 0.00499436457703301 0.0036623410167023825 50 GTEX 100 0.001 0.5 100 6267 0.0 -88 0.004976527918195284 0.0036017018429644605 50 GTEX 100 0.001 0.5 100 6267 0.0 -89 0.004960422424080695 0.0038121251208785597 50 GTEX 100 0.001 0.5 100 6267 0.0 -90 0.0049634903716676 0.004051632942373337 50 GTEX 100 0.001 0.5 100 6267 0.0 -91 0.004965083246498362 0.00352453326181413 50 GTEX 100 0.001 0.5 100 6267 0.0 -92 0.005001078632184957 0.0034805399413528663 50 GTEX 100 0.001 0.5 100 6267 0.0 -93 0.004972871539643458 0.0036622111202207013 50 GTEX 100 0.001 0.5 100 6267 0.0 -94 0.004918813078299368 0.003823804612866401 50 GTEX 100 0.001 0.5 100 6267 0.0 -95 0.004964245251260184 0.003560235464463839 50 GTEX 100 0.001 0.5 100 6267 0.0 -96 0.004956025048982959 0.003431796530498893 50 GTEX 100 0.001 0.5 100 6267 0.0 -97 0.004980962604803316 0.003468692582454745 50 GTEX 100 0.001 0.5 100 6267 0.0 -98 0.004971943373550952 0.0037465953708983985 50 GTEX 100 0.001 0.5 100 6267 0.0 -99 0.004953575342233696 0.0034389920482242003 50 GTEX 100 0.001 0.5 100 6267 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.001lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.001lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 2b4c971c0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_100z_0.001lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.06712125554355004 0.0418850942143016 50 GTEX 100 0.001 0.0 100 7073 0.0 -1 0.012582182588105508 0.0037917758363826704 50 GTEX 100 0.001 0.0 100 7073 0.0 -2 0.003267051494131704 0.002819467426681388 50 GTEX 100 0.001 0.0 100 7073 0.0 -3 0.00262747864914562 0.002396515179505154 50 GTEX 100 0.001 0.0 100 7073 0.0 -4 0.0022911938883520026 0.0021535223354355293 50 GTEX 100 0.001 0.0 100 7073 0.0 -5 0.0020837447080036954 0.0019949595295618724 50 GTEX 100 0.001 0.0 100 7073 0.0 -6 0.0019610533166383205 0.0018958330825909603 50 GTEX 100 0.001 0.0 100 7073 0.0 -7 0.0018777058837359634 0.0018259769083379623 50 GTEX 100 0.001 0.0 100 7073 0.0 -8 0.0018109482288872346 0.0017715395988627362 50 GTEX 100 0.001 0.0 100 7073 0.0 -9 0.0017602011337269341 0.0017228262512696759 50 GTEX 100 0.001 0.0 100 7073 0.0 -10 0.001722203299771706 0.0017046802787875099 50 GTEX 100 0.001 0.0 100 7073 0.0 -11 0.0016925227943546358 0.0016884848366123216 50 GTEX 100 0.001 0.0 100 7073 0.0 -12 0.0016696328823493536 0.001670561503121424 50 GTEX 100 0.001 0.0 100 7073 0.0 -13 0.001647605491869287 0.0016382775856394448 50 GTEX 100 0.001 0.0 100 7073 0.0 -14 0.0016269380934987017 0.0016081346588000343 50 GTEX 100 0.001 0.0 100 7073 0.0 -15 0.0016047050582854527 0.0015833585590793408 50 GTEX 100 0.001 0.0 100 7073 0.0 -16 0.0015844817367415107 0.0015773133639451612 50 GTEX 100 0.001 0.0 100 7073 0.0 -17 0.0015706139358997722 0.0015705195738059316 50 GTEX 100 0.001 0.0 100 7073 0.0 -18 0.0015583455418987653 0.001559323203190453 50 GTEX 100 0.001 0.0 100 7073 0.0 -19 0.0015447977401292163 0.0015279436085599797 50 GTEX 100 0.001 0.0 100 7073 0.0 -20 0.0015302006233288965 0.0015381661262770427 50 GTEX 100 0.001 0.0 100 7073 0.0 -21 0.0015138219377462553 0.0015106047561193883 50 GTEX 100 0.001 0.0 100 7073 0.0 -22 0.0015007875730939035 0.001498754695544777 50 GTEX 100 0.001 0.0 100 7073 0.0 -23 0.00149135303831536 0.0014988108542074976 50 GTEX 100 0.001 0.0 100 7073 0.0 -24 0.0014802957281186584 0.0014843931685010602 50 GTEX 100 0.001 0.0 100 7073 0.0 -25 0.0014716485446054158 0.0014753962659804654 50 GTEX 100 0.001 0.0 100 7073 0.0 -26 0.0014634916550598175 0.0014576024153206087 50 GTEX 100 0.001 0.0 100 7073 0.0 -27 0.001455927104502267 0.0014527728327394184 50 GTEX 100 0.001 0.0 100 7073 0.0 -28 0.0014533471668948142 0.0014500210600366865 50 GTEX 100 0.001 0.0 100 7073 0.0 -29 0.0014429294720996067 0.0014520664287716886 50 GTEX 100 0.001 0.0 100 7073 0.0 -30 0.0014386543246909655 0.0014452658385169397 50 GTEX 100 0.001 0.0 100 7073 0.0 -31 0.0014309128393344616 0.0014387017437752633 50 GTEX 100 0.001 0.0 100 7073 0.0 -32 0.0014245767991445243 0.001423717757285052 50 GTEX 100 0.001 0.0 100 7073 0.0 -33 0.0014183812990062174 0.0014208289157216767 50 GTEX 100 0.001 0.0 100 7073 0.0 -34 0.001413389063219705 0.00141712087171131 50 GTEX 100 0.001 0.0 100 7073 0.0 -35 0.001407953125184253 0.0014099071378653211 50 GTEX 100 0.001 0.0 100 7073 0.0 -36 0.0014072168222896608 0.0014061894988864235 50 GTEX 100 0.001 0.0 100 7073 0.0 -37 0.0014046804344649874 0.0014080529277365188 50 GTEX 100 0.001 0.0 100 7073 0.0 -38 0.0014014475351470828 0.001410636521465085 50 GTEX 100 0.001 0.0 100 7073 0.0 -39 0.00139923781294561 0.0014051446040911678 50 GTEX 100 0.001 0.0 100 7073 0.0 -40 0.001396305273815079 0.0013981055569686279 50 GTEX 100 0.001 0.0 100 7073 0.0 -41 0.0013944736612868027 0.0014050697072093932 50 GTEX 100 0.001 0.0 100 7073 0.0 -42 0.0013914400711114551 0.0014029447989230232 50 GTEX 100 0.001 0.0 100 7073 0.0 -43 0.0013897200410029117 0.001401318110146705 50 GTEX 100 0.001 0.0 100 7073 0.0 -44 0.001388639569397828 0.001393866047578308 50 GTEX 100 0.001 0.0 100 7073 0.0 -45 0.0013890580810779424 0.0013987070386397152 50 GTEX 100 0.001 0.0 100 7073 0.0 -46 0.0013850977651407351 0.0013939564086642017 50 GTEX 100 0.001 0.0 100 7073 0.0 -47 0.0013860252915084829 0.0013917715236909348 50 GTEX 100 0.001 0.0 100 7073 0.0 -48 0.0013821465176363631 0.001389059177493613 50 GTEX 100 0.001 0.0 100 7073 0.0 -49 0.0013811883994567916 0.001389893376048895 50 GTEX 100 0.001 0.0 100 7073 0.0 -50 0.0013797601784139816 0.0013848652409393157 50 GTEX 100 0.001 0.0 100 7073 0.0 -51 0.0013783748531770155 0.001386568303921122 50 GTEX 100 0.001 0.0 100 7073 0.0 -52 0.0013789029075923784 0.001390314035289372 50 GTEX 100 0.001 0.0 100 7073 0.0 -53 0.0013756941894104335 0.0013835490532945346 50 GTEX 100 0.001 0.0 100 7073 0.0 -54 0.0013767713020024742 0.0013861760374038223 50 GTEX 100 0.001 0.0 100 7073 0.0 -55 0.0013761685938364144 0.0013856297859500654 50 GTEX 100 0.001 0.0 100 7073 0.0 -56 0.0013738891276669335 0.0013832873985713113 50 GTEX 100 0.001 0.0 100 7073 0.0 -57 0.0013732991857868145 0.0013719792099326084 50 GTEX 100 0.001 0.0 100 7073 0.0 -58 0.0013708899906103847 0.001381975854481411 50 GTEX 100 0.001 0.0 100 7073 0.0 -59 0.001373486356120417 0.0013760861506005714 50 GTEX 100 0.001 0.0 100 7073 0.0 -60 0.0013698739253055945 0.0013849445883832702 50 GTEX 100 0.001 0.0 100 7073 0.0 -61 0.0013684953356055862 0.001374489375250237 50 GTEX 100 0.001 0.0 100 7073 0.0 -62 0.0013668091786051217 0.001368502034325889 50 GTEX 100 0.001 0.0 100 7073 0.0 -63 0.0013645438686838791 0.001372548501881923 50 GTEX 100 0.001 0.0 100 7073 0.0 -64 0.001366038864556776 0.001376775681650259 50 GTEX 100 0.001 0.0 100 7073 0.0 -65 0.0013638301584408242 0.0013701674734691986 50 GTEX 100 0.001 0.0 100 7073 0.0 -66 0.001365258711071165 0.001374670245043735 50 GTEX 100 0.001 0.0 100 7073 0.0 -67 0.0013634830168172444 0.001374350984876501 50 GTEX 100 0.001 0.0 100 7073 0.0 -68 0.0013632066814591702 0.0013709636042142435 50 GTEX 100 0.001 0.0 100 7073 0.0 -69 0.0013628962287507945 0.001364425000444253 50 GTEX 100 0.001 0.0 100 7073 0.0 -70 0.0013613930393272648 0.0013698996861373205 50 GTEX 100 0.001 0.0 100 7073 0.0 -71 0.0013624217329461026 0.0013749085361414197 50 GTEX 100 0.001 0.0 100 7073 0.0 -72 0.0013613995132832858 0.0013701667878139381 50 GTEX 100 0.001 0.0 100 7073 0.0 -73 0.0013592237081884154 0.0013678287713214784 50 GTEX 100 0.001 0.0 100 7073 0.0 -74 0.0013596094568562322 0.001369254751008769 50 GTEX 100 0.001 0.0 100 7073 0.0 -75 0.0013591414501328224 0.0013664353312658917 50 GTEX 100 0.001 0.0 100 7073 0.0 -76 0.0013585428242009238 0.001369220449654704 50 GTEX 100 0.001 0.0 100 7073 0.0 -77 0.0013593156864868386 0.0013695932385164665 50 GTEX 100 0.001 0.0 100 7073 0.0 -78 0.0013554661217686393 0.0013578981878200524 50 GTEX 100 0.001 0.0 100 7073 0.0 -79 0.0013564431969788832 0.0013705107581291787 50 GTEX 100 0.001 0.0 100 7073 0.0 -80 0.0013570398722193978 0.0013656117158814443 50 GTEX 100 0.001 0.0 100 7073 0.0 -81 0.0013560473145829504 0.0013633807738198272 50 GTEX 100 0.001 0.0 100 7073 0.0 -82 0.0013561523542574671 0.0013584431463112424 50 GTEX 100 0.001 0.0 100 7073 0.0 -83 0.0013537626967126835 0.0013694433000083913 50 GTEX 100 0.001 0.0 100 7073 0.0 -84 0.0013548921332391102 0.0013617757701637231 50 GTEX 100 0.001 0.0 100 7073 0.0 -85 0.001354456323339061 0.0013581427578201709 50 GTEX 100 0.001 0.0 100 7073 0.0 -86 0.0013563639974109242 0.0013639856923987714 50 GTEX 100 0.001 0.0 100 7073 0.0 -87 0.0013536214897354188 0.0013627162116434525 50 GTEX 100 0.001 0.0 100 7073 0.0 -88 0.0013538428563289158 0.0013670923335286488 50 GTEX 100 0.001 0.0 100 7073 0.0 -89 0.0013526852157160134 0.0013647599372846348 50 GTEX 100 0.001 0.0 100 7073 0.0 -90 0.001353121508493094 0.0013702226470281218 50 GTEX 100 0.001 0.0 100 7073 0.0 -91 0.0013532465637083166 0.0013649676698029834 50 GTEX 100 0.001 0.0 100 7073 0.0 -92 0.0013515750261825796 0.0013662832481485612 50 GTEX 100 0.001 0.0 100 7073 0.0 -93 0.0013518583150904182 0.0013573613104555656 50 GTEX 100 0.001 0.0 100 7073 0.0 -94 0.0013496951681174266 0.0013658422049393473 50 GTEX 100 0.001 0.0 100 7073 0.0 -95 0.0013518815924858849 0.0013645026231266049 50 GTEX 100 0.001 0.0 100 7073 0.0 -96 0.0013510771749828028 0.0013618575964130092 50 GTEX 100 0.001 0.0 100 7073 0.0 -97 0.0013508739155278734 0.001366750083105929 50 GTEX 100 0.001 0.0 100 7073 0.0 -98 0.0013472989512019365 0.0013580136543348744 50 GTEX 100 0.001 0.0 100 7073 0.0 -99 0.0013499136007791995 0.001360086809813679 50 GTEX 100 0.001 0.0 100 7073 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00001lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00001lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 4eac6f20d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00001lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1642714940712723 0.16069406055678886 100 GTEX 100 1e-05 0.1 125 6414 0.0 -1 0.15644590968225403 0.147788043711122 100 GTEX 100 1e-05 0.1 125 6414 0.0 -2 0.1425694317897396 0.1339970333607931 100 GTEX 100 1e-05 0.1 125 6414 0.0 -3 0.13103487412875642 0.12442668654846148 100 GTEX 100 1e-05 0.1 125 6414 0.0 -4 0.12319532112097732 0.11797020898799027 100 GTEX 100 1e-05 0.1 125 6414 0.0 -5 0.11772355642057565 0.1133363631628312 100 GTEX 100 1e-05 0.1 125 6414 0.0 -6 0.11364587475792136 0.10979836592769442 100 GTEX 100 1e-05 0.1 125 6414 0.0 -7 0.11044289472882696 0.10693327178859892 100 GTEX 100 1e-05 0.1 125 6414 0.0 -8 0.1077878912134635 0.1045169616720069 100 GTEX 100 1e-05 0.1 125 6414 0.0 -9 0.10547080072528572 0.10237578860707156 100 GTEX 100 1e-05 0.1 125 6414 0.0 -10 0.10338659206917032 0.10039608373161504 100 GTEX 100 1e-05 0.1 125 6414 0.0 -11 0.10144352112911792 0.09854379228312707 100 GTEX 100 1e-05 0.1 125 6414 0.0 -12 0.09961451442497665 0.09674040752218703 100 GTEX 100 1e-05 0.1 125 6414 0.0 -13 0.0977748586336121 0.09496553856950296 100 GTEX 100 1e-05 0.1 125 6414 0.0 -14 0.09598946867972452 0.09317720069518108 100 GTEX 100 1e-05 0.1 125 6414 0.0 -15 0.09417882986351796 0.09137630893250381 100 GTEX 100 1e-05 0.1 125 6414 0.0 -16 0.09235778403902956 0.08953503151016996 100 GTEX 100 1e-05 0.1 125 6414 0.0 -17 0.09047711141320132 0.08762400328206472 100 GTEX 100 1e-05 0.1 125 6414 0.0 -18 0.08851884177667457 0.08560976323746003 100 GTEX 100 1e-05 0.1 125 6414 0.0 -19 0.08643196586386083 0.08346507341349532 100 GTEX 100 1e-05 0.1 125 6414 0.0 -20 0.08425128219578955 0.08117548226177013 100 GTEX 100 1e-05 0.1 125 6414 0.0 -21 0.08189545161302003 0.07876913668764861 100 GTEX 100 1e-05 0.1 125 6414 0.0 -22 0.07946616858779106 0.07631859871711115 100 GTEX 100 1e-05 0.1 125 6414 0.0 -23 0.07703303798027372 0.07396939311870604 100 GTEX 100 1e-05 0.1 125 6414 0.0 -24 0.0747793998482286 0.07187207164986505 100 GTEX 100 1e-05 0.1 125 6414 0.0 -25 0.07278101873099395 0.07012028986510215 100 GTEX 100 1e-05 0.1 125 6414 0.0 -26 0.07115747918199433 0.06870508327116985 100 GTEX 100 1e-05 0.1 125 6414 0.0 -27 0.06981457064792575 0.06756621759257389 100 GTEX 100 1e-05 0.1 125 6414 0.0 -28 0.06873099989909688 0.06666559326558058 100 GTEX 100 1e-05 0.1 125 6414 0.0 -29 0.06786830793643962 0.06595889396767199 100 GTEX 100 1e-05 0.1 125 6414 0.0 -30 0.0671439021337847 0.06537406133778195 100 GTEX 100 1e-05 0.1 125 6414 0.0 -31 0.06653755748636798 0.06485729440763423 100 GTEX 100 1e-05 0.1 125 6414 0.0 -32 0.06602878888884606 0.06439910776658203 100 GTEX 100 1e-05 0.1 125 6414 0.0 -33 0.06557337367901067 0.064012384658304 100 GTEX 100 1e-05 0.1 125 6414 0.0 -34 0.06517270929207139 0.06365993386665678 100 GTEX 100 1e-05 0.1 125 6414 0.0 -35 0.06480436125976603 0.06333120143175579 100 GTEX 100 1e-05 0.1 125 6414 0.0 -36 0.06447229502986071 0.06302562187436415 100 GTEX 100 1e-05 0.1 125 6414 0.0 -37 0.06416141856597522 0.06273243025285209 100 GTEX 100 1e-05 0.1 125 6414 0.0 -38 0.06386018425204175 0.06245668461907499 100 GTEX 100 1e-05 0.1 125 6414 0.0 -39 0.06356980461870036 0.06219916593835834 100 GTEX 100 1e-05 0.1 125 6414 0.0 -40 0.06332573962413712 0.06195582442353887 100 GTEX 100 1e-05 0.1 125 6414 0.0 -41 0.06307692526023843 0.06172316633306529 100 GTEX 100 1e-05 0.1 125 6414 0.0 -42 0.06285035098881533 0.061499502623149196 100 GTEX 100 1e-05 0.1 125 6414 0.0 -43 0.06262206677136897 0.0612749988390239 100 GTEX 100 1e-05 0.1 125 6414 0.0 -44 0.06242504543250499 0.06105444459917427 100 GTEX 100 1e-05 0.1 125 6414 0.0 -45 0.06219768237345785 0.060849224999830295 100 GTEX 100 1e-05 0.1 125 6414 0.0 -46 0.062003335107546416 0.0606420389571344 100 GTEX 100 1e-05 0.1 125 6414 0.0 -47 0.06178711115679608 0.06043246804874659 100 GTEX 100 1e-05 0.1 125 6414 0.0 -48 0.061573564194853485 0.06021799699548533 100 GTEX 100 1e-05 0.1 125 6414 0.0 -49 0.06138982141656647 0.06001135726731993 100 GTEX 100 1e-05 0.1 125 6414 0.0 -50 0.061178857445468166 0.059817277645770134 100 GTEX 100 1e-05 0.1 125 6414 0.0 -51 0.061000328854134055 0.05963355508197397 100 GTEX 100 1e-05 0.1 125 6414 0.0 -52 0.060807501306765 0.05944317179827636 100 GTEX 100 1e-05 0.1 125 6414 0.0 -53 0.06061299623917775 0.05924638938654512 100 GTEX 100 1e-05 0.1 125 6414 0.0 -54 0.06043727906308482 0.05905965828963559 100 GTEX 100 1e-05 0.1 125 6414 0.0 -55 0.06025820671748659 0.05889322782933939 100 GTEX 100 1e-05 0.1 125 6414 0.0 -56 0.06011663874200245 0.05873335206689943 100 GTEX 100 1e-05 0.1 125 6414 0.0 -57 0.05996401671540955 0.058582378020191374 100 GTEX 100 1e-05 0.1 125 6414 0.0 -58 0.05981385544236791 0.0584443398953164 100 GTEX 100 1e-05 0.1 125 6414 0.0 -59 0.05966464601070699 0.058310557850866716 100 GTEX 100 1e-05 0.1 125 6414 0.0 -60 0.059531504368000074 0.05818344156891674 100 GTEX 100 1e-05 0.1 125 6414 0.0 -61 0.05941263425261415 0.05805317224658487 100 GTEX 100 1e-05 0.1 125 6414 0.0 -62 0.05928273092523678 0.05792049433285293 100 GTEX 100 1e-05 0.1 125 6414 0.0 -63 0.05915168593509265 0.05779920565141471 100 GTEX 100 1e-05 0.1 125 6414 0.0 -64 0.059041635251475245 0.057684875443974375 100 GTEX 100 1e-05 0.1 125 6414 0.0 -65 0.05892402314738083 0.0575727855241344 100 GTEX 100 1e-05 0.1 125 6414 0.0 -66 0.058814385220970364 0.05746076991179597 100 GTEX 100 1e-05 0.1 125 6414 0.0 -67 0.058720931744873306 0.057351316973397036 100 GTEX 100 1e-05 0.1 125 6414 0.0 -68 0.05859192620065278 0.05724399869716213 100 GTEX 100 1e-05 0.1 125 6414 0.0 -69 0.05848253030753745 0.05712744970398711 100 GTEX 100 1e-05 0.1 125 6414 0.0 -70 0.05836748734220439 0.05701499068295095 100 GTEX 100 1e-05 0.1 125 6414 0.0 -71 0.058261649008063944 0.0569045997079561 100 GTEX 100 1e-05 0.1 125 6414 0.0 -72 0.0581462605410422 0.05681019759393464 100 GTEX 100 1e-05 0.1 125 6414 0.0 -73 0.05804673689269486 0.05672057606138204 100 GTEX 100 1e-05 0.1 125 6414 0.0 -74 0.057951607268917106 0.0566358949861599 100 GTEX 100 1e-05 0.1 125 6414 0.0 -75 0.05786974767969279 0.05653280342713055 100 GTEX 100 1e-05 0.1 125 6414 0.0 -76 0.05776298661589673 0.0564324314999943 100 GTEX 100 1e-05 0.1 125 6414 0.0 -77 0.05764977316475096 0.0563241865330096 100 GTEX 100 1e-05 0.1 125 6414 0.0 -78 0.057538650341641254 0.05619767479626851 100 GTEX 100 1e-05 0.1 125 6414 0.0 -79 0.05740634991764846 0.05610028641588788 100 GTEX 100 1e-05 0.1 125 6414 0.0 -80 0.057312974979579795 0.05599302492554197 100 GTEX 100 1e-05 0.1 125 6414 0.0 -81 0.05721148824844766 0.05590126191765183 100 GTEX 100 1e-05 0.1 125 6414 0.0 -82 0.057120696060399614 0.05582090236331574 100 GTEX 100 1e-05 0.1 125 6414 0.0 -83 0.057021766114404286 0.055724391805808356 100 GTEX 100 1e-05 0.1 125 6414 0.0 -84 0.05689846404236008 0.055606732605301384 100 GTEX 100 1e-05 0.1 125 6414 0.0 -85 0.056782270558481424 0.05547829674903884 100 GTEX 100 1e-05 0.1 125 6414 0.0 -86 0.056641022375578914 0.05534789005839779 100 GTEX 100 1e-05 0.1 125 6414 0.0 -87 0.056502693398938555 0.05521834041115902 100 GTEX 100 1e-05 0.1 125 6414 0.0 -88 0.056360700652609286 0.055054254277464104 100 GTEX 100 1e-05 0.1 125 6414 0.0 -89 0.05620204515812628 0.05490464363034687 100 GTEX 100 1e-05 0.1 125 6414 0.0 -90 0.05605273623441685 0.054776927661646456 100 GTEX 100 1e-05 0.1 125 6414 0.0 -91 0.055921964233246725 0.05463835908659511 100 GTEX 100 1e-05 0.1 125 6414 0.0 -92 0.05576980832283029 0.05450195255388325 100 GTEX 100 1e-05 0.1 125 6414 0.0 -93 0.05562886446942633 0.05438660902498793 100 GTEX 100 1e-05 0.1 125 6414 0.0 -94 0.05550971957777702 0.054274096730884035 100 GTEX 100 1e-05 0.1 125 6414 0.0 -95 0.055404081691957215 0.05416614514113379 100 GTEX 100 1e-05 0.1 125 6414 0.0 -96 0.055292667564682665 0.05405084797298047 100 GTEX 100 1e-05 0.1 125 6414 0.0 -97 0.05513727150324646 0.053916838671657974 100 GTEX 100 1e-05 0.1 125 6414 0.0 -98 0.05499207879039571 0.0537597660272747 100 GTEX 100 1e-05 0.1 125 6414 0.0 -99 0.05482146037706884 0.05357051493437118 100 GTEX 100 1e-05 0.1 125 6414 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00001lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00001lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 64e64db66..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00001lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16443258633019994 0.1602229659548277 100 GTEX 100 1e-05 0.5 125 5186 0.0 -1 0.1571878780813218 0.147221878850868 100 GTEX 100 1e-05 0.5 125 5186 0.0 -2 0.14425557447585383 0.1332350719450998 100 GTEX 100 1e-05 0.5 125 5186 0.0 -3 0.13308629902770103 0.12337317320557148 100 GTEX 100 1e-05 0.5 125 5186 0.0 -4 0.1251852955073795 0.11669198083673593 100 GTEX 100 1e-05 0.5 125 5186 0.0 -5 0.11956586973810317 0.11198448335943113 100 GTEX 100 1e-05 0.5 125 5186 0.0 -6 0.11539351165112062 0.10839451158228029 100 GTEX 100 1e-05 0.5 125 5186 0.0 -7 0.11216651580207034 0.1055429116911308 100 GTEX 100 1e-05 0.5 125 5186 0.0 -8 0.10947290292395147 0.10315207012365979 100 GTEX 100 1e-05 0.5 125 5186 0.0 -9 0.10714853527261474 0.10107156387866677 100 GTEX 100 1e-05 0.5 125 5186 0.0 -10 0.10512029822139411 0.09918742278456234 100 GTEX 100 1e-05 0.5 125 5186 0.0 -11 0.10325266306017122 0.0974432173054028 100 GTEX 100 1e-05 0.5 125 5186 0.0 -12 0.10155789428670442 0.0957880381622242 100 GTEX 100 1e-05 0.5 125 5186 0.0 -13 0.09984586799397846 0.09418228364942645 100 GTEX 100 1e-05 0.5 125 5186 0.0 -14 0.09822559620887182 0.09259477263394418 100 GTEX 100 1e-05 0.5 125 5186 0.0 -15 0.0966243018088578 0.09100495120191755 100 GTEX 100 1e-05 0.5 125 5186 0.0 -16 0.09501847663656816 0.08937738017097625 100 GTEX 100 1e-05 0.5 125 5186 0.0 -17 0.0933858236101017 0.08770226565377341 100 GTEX 100 1e-05 0.5 125 5186 0.0 -18 0.09171538289392009 0.08595420785616559 100 GTEX 100 1e-05 0.5 125 5186 0.0 -19 0.08995820663131956 0.08411183803140437 100 GTEX 100 1e-05 0.5 125 5186 0.0 -20 0.08809167928493954 0.08214748851926608 100 GTEX 100 1e-05 0.5 125 5186 0.0 -21 0.08618262043261939 0.08004789688967934 100 GTEX 100 1e-05 0.5 125 5186 0.0 -22 0.08413049680819995 0.0778252693750106 100 GTEX 100 1e-05 0.5 125 5186 0.0 -23 0.08199869855345901 0.07552326017346218 100 GTEX 100 1e-05 0.5 125 5186 0.0 -24 0.07979578708278928 0.0731879382928968 100 GTEX 100 1e-05 0.5 125 5186 0.0 -25 0.07754813329532807 0.07095983984239201 100 GTEX 100 1e-05 0.5 125 5186 0.0 -26 0.0754806802213488 0.06896630564116707 100 GTEX 100 1e-05 0.5 125 5186 0.0 -27 0.0736585742438546 0.06727432802376185 100 GTEX 100 1e-05 0.5 125 5186 0.0 -28 0.07206374120423292 0.06589646828661853 100 GTEX 100 1e-05 0.5 125 5186 0.0 -29 0.07073651983180242 0.06480864778217707 100 GTEX 100 1e-05 0.5 125 5186 0.0 -30 0.06960293230602327 0.06395610070613854 100 GTEX 100 1e-05 0.5 125 5186 0.0 -31 0.06864826213574352 0.06327931366209295 100 GTEX 100 1e-05 0.5 125 5186 0.0 -32 0.06787755552829225 0.0627505657309135 100 GTEX 100 1e-05 0.5 125 5186 0.0 -33 0.06724342494869327 0.062316351970339 100 GTEX 100 1e-05 0.5 125 5186 0.0 -34 0.06664409002070192 0.06195441119287857 100 GTEX 100 1e-05 0.5 125 5186 0.0 -35 0.06615786476735015 0.06165251995617446 100 GTEX 100 1e-05 0.5 125 5186 0.0 -36 0.06576402582487109 0.06140646583510442 100 GTEX 100 1e-05 0.5 125 5186 0.0 -37 0.06541803608499637 0.061185748121584324 100 GTEX 100 1e-05 0.5 125 5186 0.0 -38 0.06499450336549531 0.06098455784155389 100 GTEX 100 1e-05 0.5 125 5186 0.0 -39 0.0647478228354449 0.06079055888741189 100 GTEX 100 1e-05 0.5 125 5186 0.0 -40 0.06444866293644821 0.06059960978452697 100 GTEX 100 1e-05 0.5 125 5186 0.0 -41 0.06418981147650442 0.060400386089494475 100 GTEX 100 1e-05 0.5 125 5186 0.0 -42 0.06391740040768033 0.060206855147963693 100 GTEX 100 1e-05 0.5 125 5186 0.0 -43 0.06364389429947284 0.06002164970615971 100 GTEX 100 1e-05 0.5 125 5186 0.0 -44 0.06342816200401283 0.059841559371227544 100 GTEX 100 1e-05 0.5 125 5186 0.0 -45 0.06318917001313376 0.059653951287156275 100 GTEX 100 1e-05 0.5 125 5186 0.0 -46 0.06295628325205627 0.05946165666040812 100 GTEX 100 1e-05 0.5 125 5186 0.0 -47 0.06272894827493761 0.05927329388634787 100 GTEX 100 1e-05 0.5 125 5186 0.0 -48 0.06249354939915266 0.059092737082746094 100 GTEX 100 1e-05 0.5 125 5186 0.0 -49 0.06224149894478884 0.058926184863531995 100 GTEX 100 1e-05 0.5 125 5186 0.0 -50 0.06207956790450295 0.058740325045449654 100 GTEX 100 1e-05 0.5 125 5186 0.0 -51 0.06179230735988744 0.05856622133701473 100 GTEX 100 1e-05 0.5 125 5186 0.0 -52 0.06162565778671367 0.058392900987723026 100 GTEX 100 1e-05 0.5 125 5186 0.0 -53 0.06145212189499511 0.05823442565114326 100 GTEX 100 1e-05 0.5 125 5186 0.0 -54 0.0611976718511761 0.058059924639789776 100 GTEX 100 1e-05 0.5 125 5186 0.0 -55 0.06100985622603072 0.05786725530266309 100 GTEX 100 1e-05 0.5 125 5186 0.0 -56 0.06083738736141706 0.057685689299505474 100 GTEX 100 1e-05 0.5 125 5186 0.0 -57 0.06060673434020121 0.057511699361152975 100 GTEX 100 1e-05 0.5 125 5186 0.0 -58 0.06037804770050349 0.05734551284363061 100 GTEX 100 1e-05 0.5 125 5186 0.0 -59 0.060242517655623856 0.05719888765549025 100 GTEX 100 1e-05 0.5 125 5186 0.0 -60 0.06001764062756254 0.057061972698557964 100 GTEX 100 1e-05 0.5 125 5186 0.0 -61 0.0598755047280899 0.05691812551463511 100 GTEX 100 1e-05 0.5 125 5186 0.0 -62 0.05971128994122256 0.0567892242237189 100 GTEX 100 1e-05 0.5 125 5186 0.0 -63 0.0595604729450774 0.056660695164375885 100 GTEX 100 1e-05 0.5 125 5186 0.0 -64 0.05940624326664266 0.05653891113264479 100 GTEX 100 1e-05 0.5 125 5186 0.0 -65 0.05925355896391498 0.05639138174714244 100 GTEX 100 1e-05 0.5 125 5186 0.0 -66 0.05909128280285106 0.056275649839027754 100 GTEX 100 1e-05 0.5 125 5186 0.0 -67 0.05895949547532507 0.05614269009221189 100 GTEX 100 1e-05 0.5 125 5186 0.0 -68 0.05880604267318687 0.05602666200227157 100 GTEX 100 1e-05 0.5 125 5186 0.0 -69 0.05864337552230625 0.05589044564350476 100 GTEX 100 1e-05 0.5 125 5186 0.0 -70 0.058496215247035695 0.05576412606375299 100 GTEX 100 1e-05 0.5 125 5186 0.0 -71 0.058385302173864055 0.0556321794825815 100 GTEX 100 1e-05 0.5 125 5186 0.0 -72 0.058219267348355044 0.05551858900731054 100 GTEX 100 1e-05 0.5 125 5186 0.0 -73 0.058072250939648296 0.05540492537187079 100 GTEX 100 1e-05 0.5 125 5186 0.0 -74 0.05792968620720189 0.05528804525279727 100 GTEX 100 1e-05 0.5 125 5186 0.0 -75 0.05779775365592119 0.05516233135142254 100 GTEX 100 1e-05 0.5 125 5186 0.0 -76 0.05770366107276668 0.055031256091572035 100 GTEX 100 1e-05 0.5 125 5186 0.0 -77 0.057523843517216705 0.05488226918269926 100 GTEX 100 1e-05 0.5 125 5186 0.0 -78 0.057350934389949135 0.05472457959908043 100 GTEX 100 1e-05 0.5 125 5186 0.0 -79 0.05723363129134615 0.054586655867530365 100 GTEX 100 1e-05 0.5 125 5186 0.0 -80 0.05701939112713297 0.05444037061567089 100 GTEX 100 1e-05 0.5 125 5186 0.0 -81 0.056838698807155065 0.05428610998471427 100 GTEX 100 1e-05 0.5 125 5186 0.0 -82 0.05666625995027222 0.05414054204245937 100 GTEX 100 1e-05 0.5 125 5186 0.0 -83 0.056549281077452565 0.05401563416359089 100 GTEX 100 1e-05 0.5 125 5186 0.0 -84 0.056368011726652595 0.053856758804489 100 GTEX 100 1e-05 0.5 125 5186 0.0 -85 0.05625560005501682 0.053722100806893505 100 GTEX 100 1e-05 0.5 125 5186 0.0 -86 0.05608682554902642 0.05356313147982264 100 GTEX 100 1e-05 0.5 125 5186 0.0 -87 0.05592161630403974 0.053415424101932875 100 GTEX 100 1e-05 0.5 125 5186 0.0 -88 0.055762895242558674 0.0532565092944147 100 GTEX 100 1e-05 0.5 125 5186 0.0 -89 0.05560610677566475 0.05310575821270508 100 GTEX 100 1e-05 0.5 125 5186 0.0 -90 0.05540907727791526 0.05295502910029299 100 GTEX 100 1e-05 0.5 125 5186 0.0 -91 0.055245939687050244 0.05280610169691278 100 GTEX 100 1e-05 0.5 125 5186 0.0 -92 0.055099464523240736 0.05266390320182753 100 GTEX 100 1e-05 0.5 125 5186 0.0 -93 0.05495676990026681 0.052520686810120884 100 GTEX 100 1e-05 0.5 125 5186 0.0 -94 0.05479415075868617 0.052382564915790304 100 GTEX 100 1e-05 0.5 125 5186 0.0 -95 0.054643771283661435 0.05224809508076639 100 GTEX 100 1e-05 0.5 125 5186 0.0 -96 0.054515896816197375 0.052125899680667054 100 GTEX 100 1e-05 0.5 125 5186 0.0 -97 0.05439869971660396 0.0520052542279655 100 GTEX 100 1e-05 0.5 125 5186 0.0 -98 0.05425761890851156 0.05190219884532939 100 GTEX 100 1e-05 0.5 125 5186 0.0 -99 0.054108978075696305 0.05179697469216789 100 GTEX 100 1e-05 0.5 125 5186 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00001lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00001lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 93c9982e7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00001lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16402329042360297 0.1618340800696906 100 GTEX 100 1e-05 0.0 125 7204 0.0 -1 0.1557341619162848 0.14879976807891643 100 GTEX 100 1e-05 0.0 125 7204 0.0 -2 0.14160240665306395 0.13515906534494102 100 GTEX 100 1e-05 0.0 125 7204 0.0 -3 0.1301225578278426 0.12574341153803886 100 GTEX 100 1e-05 0.0 125 7204 0.0 -4 0.1223913553397419 0.11938036612798053 100 GTEX 100 1e-05 0.0 125 7204 0.0 -5 0.11702422719294159 0.1147938483738174 100 GTEX 100 1e-05 0.0 125 7204 0.0 -6 0.1130311543613222 0.11126238937726945 100 GTEX 100 1e-05 0.0 125 7204 0.0 -7 0.10986898927460934 0.1083783447289195 100 GTEX 100 1e-05 0.0 125 7204 0.0 -8 0.1072275135439868 0.1059105135075493 100 GTEX 100 1e-05 0.0 125 7204 0.0 -9 0.10491653967712099 0.10371817178146014 100 GTEX 100 1e-05 0.0 125 7204 0.0 -10 0.10281150476335912 0.10166805339516796 100 GTEX 100 1e-05 0.0 125 7204 0.0 -11 0.10082849802976049 0.0997434710311799 100 GTEX 100 1e-05 0.0 125 7204 0.0 -12 0.09892435557530349 0.09783751387219919 100 GTEX 100 1e-05 0.0 125 7204 0.0 -13 0.09707644181287665 0.09600455039127698 100 GTEX 100 1e-05 0.0 125 7204 0.0 -14 0.09525911172129252 0.09418377838320605 100 GTEX 100 1e-05 0.0 125 7204 0.0 -15 0.09344689688574769 0.09236550203634306 100 GTEX 100 1e-05 0.0 125 7204 0.0 -16 0.09161263846984015 0.09049021061722316 100 GTEX 100 1e-05 0.0 125 7204 0.0 -17 0.08972363436349257 0.08855212816947314 100 GTEX 100 1e-05 0.0 125 7204 0.0 -18 0.08774521948953258 0.08650083712411924 100 GTEX 100 1e-05 0.0 125 7204 0.0 -19 0.08564089007972349 0.08430939198900085 100 GTEX 100 1e-05 0.0 125 7204 0.0 -20 0.08338648743248293 0.08196229034390286 100 GTEX 100 1e-05 0.0 125 7204 0.0 -21 0.08097790652895674 0.079479076449862 100 GTEX 100 1e-05 0.0 125 7204 0.0 -22 0.07847121485255268 0.0769464688042724 100 GTEX 100 1e-05 0.0 125 7204 0.0 -23 0.07598767037110607 0.0745208854910992 100 GTEX 100 1e-05 0.0 125 7204 0.0 -24 0.07369320547743156 0.07236801830081432 100 GTEX 100 1e-05 0.0 125 7204 0.0 -25 0.07171407031876945 0.07056429942524478 100 GTEX 100 1e-05 0.0 125 7204 0.0 -26 0.07008498440395002 0.06910890556107002 100 GTEX 100 1e-05 0.0 125 7204 0.0 -27 0.06877752608808807 0.06794275088455287 100 GTEX 100 1e-05 0.0 125 7204 0.0 -28 0.067717686966825 0.0669888888163485 100 GTEX 100 1e-05 0.0 125 7204 0.0 -29 0.06683047452090193 0.06618019861980083 100 GTEX 100 1e-05 0.0 125 7204 0.0 -30 0.06609548550888894 0.06553082230426513 100 GTEX 100 1e-05 0.0 125 7204 0.0 -31 0.0655013740564823 0.06499577601202994 100 GTEX 100 1e-05 0.0 125 7204 0.0 -32 0.06500455681630068 0.06454082970780112 100 GTEX 100 1e-05 0.0 125 7204 0.0 -33 0.06456700417079253 0.06412054159228793 100 GTEX 100 1e-05 0.0 125 7204 0.0 -34 0.0641573823742892 0.06372830241975222 100 GTEX 100 1e-05 0.0 125 7204 0.0 -35 0.06377153756323027 0.06335722264114894 100 GTEX 100 1e-05 0.0 125 7204 0.0 -36 0.06341140840945897 0.06301837693545755 100 GTEX 100 1e-05 0.0 125 7204 0.0 -37 0.06308608740061329 0.06271452302318561 100 GTEX 100 1e-05 0.0 125 7204 0.0 -38 0.06278992931787336 0.06242917759960142 100 GTEX 100 1e-05 0.0 125 7204 0.0 -39 0.06251021108878406 0.062159962215577694 100 GTEX 100 1e-05 0.0 125 7204 0.0 -40 0.06224309849716409 0.06190002944759543 100 GTEX 100 1e-05 0.0 125 7204 0.0 -41 0.06198556427775498 0.06164950857597612 100 GTEX 100 1e-05 0.0 125 7204 0.0 -42 0.06173728163992262 0.0614072697895788 100 GTEX 100 1e-05 0.0 125 7204 0.0 -43 0.061496677283826066 0.06117352836202306 100 GTEX 100 1e-05 0.0 125 7204 0.0 -44 0.06126317287064019 0.0609463948770621 100 GTEX 100 1e-05 0.0 125 7204 0.0 -45 0.0610337899550221 0.06071927666154198 100 GTEX 100 1e-05 0.0 125 7204 0.0 -46 0.060802494254531055 0.060485764516397124 100 GTEX 100 1e-05 0.0 125 7204 0.0 -47 0.06055637913674126 0.060232339943883086 100 GTEX 100 1e-05 0.0 125 7204 0.0 -48 0.06030783628342685 0.05999822513742139 100 GTEX 100 1e-05 0.0 125 7204 0.0 -49 0.06008388605659384 0.059781360932176106 100 GTEX 100 1e-05 0.0 125 7204 0.0 -50 0.059863701203820875 0.05955747714684037 100 GTEX 100 1e-05 0.0 125 7204 0.0 -51 0.05964028969717162 0.05934783894242896 100 GTEX 100 1e-05 0.0 125 7204 0.0 -52 0.059441348031954944 0.05916219186250248 100 GTEX 100 1e-05 0.0 125 7204 0.0 -53 0.059265631889200164 0.05899728404025161 100 GTEX 100 1e-05 0.0 125 7204 0.0 -54 0.05910212182282167 0.05883885104166691 100 GTEX 100 1e-05 0.0 125 7204 0.0 -55 0.05894519088511811 0.05868843493862751 100 GTEX 100 1e-05 0.0 125 7204 0.0 -56 0.05879407318127348 0.058542854857308785 100 GTEX 100 1e-05 0.0 125 7204 0.0 -57 0.05864884043896451 0.05839915481527042 100 GTEX 100 1e-05 0.0 125 7204 0.0 -58 0.05850815806969539 0.058264909588338756 100 GTEX 100 1e-05 0.0 125 7204 0.0 -59 0.05837302302796674 0.05813308520518782 100 GTEX 100 1e-05 0.0 125 7204 0.0 -60 0.05824183235563723 0.058007003392443454 100 GTEX 100 1e-05 0.0 125 7204 0.0 -61 0.05811476868440461 0.05788352773896641 100 GTEX 100 1e-05 0.0 125 7204 0.0 -62 0.0579919654262523 0.057763276189678976 100 GTEX 100 1e-05 0.0 125 7204 0.0 -63 0.05787213520435442 0.05764778682204254 100 GTEX 100 1e-05 0.0 125 7204 0.0 -64 0.0577560861249578 0.057536940370109146 100 GTEX 100 1e-05 0.0 125 7204 0.0 -65 0.05764281536486215 0.05742588089672785 100 GTEX 100 1e-05 0.0 125 7204 0.0 -66 0.05753274482194922 0.057320387771940956 100 GTEX 100 1e-05 0.0 125 7204 0.0 -67 0.05742548052089713 0.05721440960869136 100 GTEX 100 1e-05 0.0 125 7204 0.0 -68 0.057320964270522905 0.057113212083569044 100 GTEX 100 1e-05 0.0 125 7204 0.0 -69 0.05721809728923224 0.05701365493266301 100 GTEX 100 1e-05 0.0 125 7204 0.0 -70 0.05711847275819775 0.05691691479528811 100 GTEX 100 1e-05 0.0 125 7204 0.0 -71 0.05702156980061677 0.056822165464380396 100 GTEX 100 1e-05 0.0 125 7204 0.0 -72 0.0569260909297914 0.05673211746399393 100 GTEX 100 1e-05 0.0 125 7204 0.0 -73 0.05683402783694156 0.05663919485680504 100 GTEX 100 1e-05 0.0 125 7204 0.0 -74 0.05674395640068338 0.05655181871110949 100 GTEX 100 1e-05 0.0 125 7204 0.0 -75 0.056654983322217065 0.056464751792837914 100 GTEX 100 1e-05 0.0 125 7204 0.0 -76 0.056568560333832195 0.056379758572283806 100 GTEX 100 1e-05 0.0 125 7204 0.0 -77 0.05648335178260807 0.05629733064612055 100 GTEX 100 1e-05 0.0 125 7204 0.0 -78 0.05639730651906303 0.05620943531110713 100 GTEX 100 1e-05 0.0 125 7204 0.0 -79 0.05630055236375053 0.05610324038695473 100 GTEX 100 1e-05 0.0 125 7204 0.0 -80 0.05620048125906543 0.05601571204261181 100 GTEX 100 1e-05 0.0 125 7204 0.0 -81 0.05611924607130823 0.055941191420468994 100 GTEX 100 1e-05 0.0 125 7204 0.0 -82 0.05604488861980138 0.055867385629125424 100 GTEX 100 1e-05 0.0 125 7204 0.0 -83 0.05597160226697213 0.05579908010850841 100 GTEX 100 1e-05 0.0 125 7204 0.0 -84 0.05590050850896608 0.05572751891080418 100 GTEX 100 1e-05 0.0 125 7204 0.0 -85 0.0558311215658821 0.05565824104692546 100 GTEX 100 1e-05 0.0 125 7204 0.0 -86 0.05576184390873595 0.055590548711924495 100 GTEX 100 1e-05 0.0 125 7204 0.0 -87 0.05568829828128966 0.055508967956436 100 GTEX 100 1e-05 0.0 125 7204 0.0 -88 0.055596042472841216 0.055416780194628826 100 GTEX 100 1e-05 0.0 125 7204 0.0 -89 0.055516396410424065 0.05535081092679002 100 GTEX 100 1e-05 0.0 125 7204 0.0 -90 0.05545307799238797 0.05529027732492853 100 GTEX 100 1e-05 0.0 125 7204 0.0 -91 0.05539292753060718 0.05523106975643807 100 GTEX 100 1e-05 0.0 125 7204 0.0 -92 0.05533367894244406 0.05517262466846763 100 GTEX 100 1e-05 0.0 125 7204 0.0 -93 0.05527584456687267 0.055116577081013994 100 GTEX 100 1e-05 0.0 125 7204 0.0 -94 0.05521946114445546 0.05506192671822051 100 GTEX 100 1e-05 0.0 125 7204 0.0 -95 0.055165140311824644 0.05500792058985043 100 GTEX 100 1e-05 0.0 125 7204 0.0 -96 0.055112243569884464 0.05495836895964898 100 GTEX 100 1e-05 0.0 125 7204 0.0 -97 0.055060090042443714 0.05490304548080883 100 GTEX 100 1e-05 0.0 125 7204 0.0 -98 0.05500885202270306 0.05485395182051586 100 GTEX 100 1e-05 0.0 125 7204 0.0 -99 0.054959390501708054 0.05480325386324763 100 GTEX 100 1e-05 0.0 125 7204 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00001lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00001lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 8f40ef8c2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00001lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.15994887013986644 0.1489432170817154 50 GTEX 100 1e-05 0.1 125 5134 0.0 -1 0.13621741821953018 0.12598276614236287 50 GTEX 100 1e-05 0.1 125 5134 0.0 -2 0.11996025098085378 0.11501495744112326 50 GTEX 100 1e-05 0.1 125 5134 0.0 -3 0.11169174224692312 0.10874418553120736 50 GTEX 100 1e-05 0.1 125 5134 0.0 -4 0.10640549645326804 0.1043065933390262 50 GTEX 100 1e-05 0.1 125 5134 0.0 -5 0.10232603295911916 0.10060496560294366 50 GTEX 100 1e-05 0.1 125 5134 0.0 -6 0.09875296518793703 0.09716939795833124 50 GTEX 100 1e-05 0.1 125 5134 0.0 -7 0.09530156073332136 0.09371338913592549 50 GTEX 100 1e-05 0.1 125 5134 0.0 -8 0.09176557063206431 0.09002596375040228 50 GTEX 100 1e-05 0.1 125 5134 0.0 -9 0.0879106793170546 0.08585601404819199 50 GTEX 100 1e-05 0.1 125 5134 0.0 -10 0.08351266532711385 0.0810944708028787 50 GTEX 100 1e-05 0.1 125 5134 0.0 -11 0.07868955273181594 0.07621076725734957 50 GTEX 100 1e-05 0.1 125 5134 0.0 -12 0.07419137640555079 0.07208525072145824 50 GTEX 100 1e-05 0.1 125 5134 0.0 -13 0.07067905663908806 0.06912336733631308 50 GTEX 100 1e-05 0.1 125 5134 0.0 -14 0.06826351062399892 0.06722394922330352 50 GTEX 100 1e-05 0.1 125 5134 0.0 -15 0.0666608186518364 0.06592427609141335 50 GTEX 100 1e-05 0.1 125 5134 0.0 -16 0.06555526365498573 0.06498996622350506 50 GTEX 100 1e-05 0.1 125 5134 0.0 -17 0.06471608699334515 0.0642982846260524 50 GTEX 100 1e-05 0.1 125 5134 0.0 -18 0.06407575245529139 0.06367907780771473 50 GTEX 100 1e-05 0.1 125 5134 0.0 -19 0.0634670387463609 0.06310268402977814 50 GTEX 100 1e-05 0.1 125 5134 0.0 -20 0.06295255834935799 0.0626159957096604 50 GTEX 100 1e-05 0.1 125 5134 0.0 -21 0.06248606530825717 0.06215791662043038 50 GTEX 100 1e-05 0.1 125 5134 0.0 -22 0.06205643052547097 0.06172243485177651 50 GTEX 100 1e-05 0.1 125 5134 0.0 -23 0.06166613376584781 0.06131739450526555 50 GTEX 100 1e-05 0.1 125 5134 0.0 -24 0.061283329225705924 0.06093343119260929 50 GTEX 100 1e-05 0.1 125 5134 0.0 -25 0.060939956628383495 0.06057306336586013 50 GTEX 100 1e-05 0.1 125 5134 0.0 -26 0.060578481598490705 0.060218238664840565 50 GTEX 100 1e-05 0.1 125 5134 0.0 -27 0.06027660821566955 0.05987931899159807 50 GTEX 100 1e-05 0.1 125 5134 0.0 -28 0.05999068585144274 0.0595711465471711 50 GTEX 100 1e-05 0.1 125 5134 0.0 -29 0.05970158503821046 0.05927631837588526 50 GTEX 100 1e-05 0.1 125 5134 0.0 -30 0.05943545121260816 0.05900281808647139 50 GTEX 100 1e-05 0.1 125 5134 0.0 -31 0.05919256230324957 0.05873857240259874 50 GTEX 100 1e-05 0.1 125 5134 0.0 -32 0.05895920341051946 0.05849760593740206 50 GTEX 100 1e-05 0.1 125 5134 0.0 -33 0.05873413093319611 0.05826638752998281 50 GTEX 100 1e-05 0.1 125 5134 0.0 -34 0.05852385973859843 0.058042821654972016 50 GTEX 100 1e-05 0.1 125 5134 0.0 -35 0.05830035126972969 0.05779736691611348 50 GTEX 100 1e-05 0.1 125 5134 0.0 -36 0.05807425646327599 0.05758853021570032 50 GTEX 100 1e-05 0.1 125 5134 0.0 -37 0.05787271934655774 0.0573508047743102 50 GTEX 100 1e-05 0.1 125 5134 0.0 -38 0.057607411134925506 0.05707819844125115 50 GTEX 100 1e-05 0.1 125 5134 0.0 -39 0.05738717945690226 0.056874936142008566 50 GTEX 100 1e-05 0.1 125 5134 0.0 -40 0.05718251262294953 0.05667639836074055 50 GTEX 100 1e-05 0.1 125 5134 0.0 -41 0.057003368199457144 0.056497331113756384 50 GTEX 100 1e-05 0.1 125 5134 0.0 -42 0.05679618550071598 0.05624577033372433 50 GTEX 100 1e-05 0.1 125 5134 0.0 -43 0.056501940857637545 0.0559299766464945 50 GTEX 100 1e-05 0.1 125 5134 0.0 -44 0.05621951080255074 0.05569145148584598 50 GTEX 100 1e-05 0.1 125 5134 0.0 -45 0.055984288367878686 0.05543332337313279 50 GTEX 100 1e-05 0.1 125 5134 0.0 -46 0.055717364059049125 0.055170280986355735 50 GTEX 100 1e-05 0.1 125 5134 0.0 -47 0.05546908913465718 0.054944617610013985 50 GTEX 100 1e-05 0.1 125 5134 0.0 -48 0.05526113454726652 0.054740599693001 50 GTEX 100 1e-05 0.1 125 5134 0.0 -49 0.0550616386834364 0.054540399476149234 50 GTEX 100 1e-05 0.1 125 5134 0.0 -50 0.05483438259180904 0.05428417094986702 50 GTEX 100 1e-05 0.1 125 5134 0.0 -51 0.054498756613479665 0.05387897769647859 50 GTEX 100 1e-05 0.1 125 5134 0.0 -52 0.05411986043959859 0.05354998752248151 50 GTEX 100 1e-05 0.1 125 5134 0.0 -53 0.05377954042510648 0.05320082941294396 50 GTEX 100 1e-05 0.1 125 5134 0.0 -54 0.053442107783293065 0.05287576105601434 50 GTEX 100 1e-05 0.1 125 5134 0.0 -55 0.05310161327080451 0.0525112963872944 50 GTEX 100 1e-05 0.1 125 5134 0.0 -56 0.05273482897268236 0.05214620611060255 50 GTEX 100 1e-05 0.1 125 5134 0.0 -57 0.05233584928974703 0.05173058261804481 50 GTEX 100 1e-05 0.1 125 5134 0.0 -58 0.05193482022179625 0.05134656938224918 50 GTEX 100 1e-05 0.1 125 5134 0.0 -59 0.05157971710086284 0.051019300150723965 50 GTEX 100 1e-05 0.1 125 5134 0.0 -60 0.05126787859679301 0.05071827873389304 50 GTEX 100 1e-05 0.1 125 5134 0.0 -61 0.05097157483895074 0.0504236680459047 50 GTEX 100 1e-05 0.1 125 5134 0.0 -62 0.05064318247444025 0.05006871576431586 50 GTEX 100 1e-05 0.1 125 5134 0.0 -63 0.05029007557945215 0.04974821149707974 50 GTEX 100 1e-05 0.1 125 5134 0.0 -64 0.04999876321951842 0.04947744815578479 50 GTEX 100 1e-05 0.1 125 5134 0.0 -65 0.04974493183005923 0.04923220034051304 50 GTEX 100 1e-05 0.1 125 5134 0.0 -66 0.049502533566656466 0.049012367397603424 50 GTEX 100 1e-05 0.1 125 5134 0.0 -67 0.04929022637439955 0.048776045901977066 50 GTEX 100 1e-05 0.1 125 5134 0.0 -68 0.049016314342553456 0.04850532244820105 50 GTEX 100 1e-05 0.1 125 5134 0.0 -69 0.048753786438197964 0.04822821779877741 50 GTEX 100 1e-05 0.1 125 5134 0.0 -70 0.04848204294123795 0.04795891571322548 50 GTEX 100 1e-05 0.1 125 5134 0.0 -71 0.04822386566282351 0.04771726212319086 50 GTEX 100 1e-05 0.1 125 5134 0.0 -72 0.04797669436325742 0.047467610384461546 50 GTEX 100 1e-05 0.1 125 5134 0.0 -73 0.04770839385262535 0.04719485247599761 50 GTEX 100 1e-05 0.1 125 5134 0.0 -74 0.047456713240454765 0.04694215286905548 50 GTEX 100 1e-05 0.1 125 5134 0.0 -75 0.04720865553074759 0.04672257824599063 50 GTEX 100 1e-05 0.1 125 5134 0.0 -76 0.046997715105671835 0.04652262166737377 50 GTEX 100 1e-05 0.1 125 5134 0.0 -77 0.04680192966678773 0.04629760535129349 50 GTEX 100 1e-05 0.1 125 5134 0.0 -78 0.04656650945843305 0.04606488132459809 50 GTEX 100 1e-05 0.1 125 5134 0.0 -79 0.04633279493918915 0.045811040511092756 50 GTEX 100 1e-05 0.1 125 5134 0.0 -80 0.04603457079990381 0.045529946805236456 50 GTEX 100 1e-05 0.1 125 5134 0.0 -81 0.04578357919919978 0.04525835098904122 50 GTEX 100 1e-05 0.1 125 5134 0.0 -82 0.04550461503859557 0.04499546195532659 50 GTEX 100 1e-05 0.1 125 5134 0.0 -83 0.045252407894594636 0.04477066562967835 50 GTEX 100 1e-05 0.1 125 5134 0.0 -84 0.045055400015884865 0.04458132956332807 50 GTEX 100 1e-05 0.1 125 5134 0.0 -85 0.04485335085335208 0.044371950344497715 50 GTEX 100 1e-05 0.1 125 5134 0.0 -86 0.044651555380058654 0.04417344446191317 50 GTEX 100 1e-05 0.1 125 5134 0.0 -87 0.04445270317847353 0.04398253557941533 50 GTEX 100 1e-05 0.1 125 5134 0.0 -88 0.04425506020446658 0.04375934478306272 50 GTEX 100 1e-05 0.1 125 5134 0.0 -89 0.044002302847641304 0.04349610169804142 50 GTEX 100 1e-05 0.1 125 5134 0.0 -90 0.04373419974670184 0.04323168623016814 50 GTEX 100 1e-05 0.1 125 5134 0.0 -91 0.043493094671373196 0.04299706203629309 50 GTEX 100 1e-05 0.1 125 5134 0.0 -92 0.0432625704054295 0.04277316951848028 50 GTEX 100 1e-05 0.1 125 5134 0.0 -93 0.04302485020788139 0.04254805591283189 50 GTEX 100 1e-05 0.1 125 5134 0.0 -94 0.04281987353303093 0.042357039046491504 50 GTEX 100 1e-05 0.1 125 5134 0.0 -95 0.042649634484663246 0.04219236083243736 50 GTEX 100 1e-05 0.1 125 5134 0.0 -96 0.04248615016792258 0.042027937489147425 50 GTEX 100 1e-05 0.1 125 5134 0.0 -97 0.04231839073605279 0.04185884042214531 50 GTEX 100 1e-05 0.1 125 5134 0.0 -98 0.04214420584501177 0.04170766236975846 50 GTEX 100 1e-05 0.1 125 5134 0.0 -99 0.0420128290911461 0.041582016755929464 50 GTEX 100 1e-05 0.1 125 5134 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00001lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00001lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index ebd4d4893..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00001lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16114457020559872 0.15139168336590886 50 GTEX 100 1e-05 0.5 125 4988 0.0 -1 0.13993728809350645 0.1282209563617924 50 GTEX 100 1e-05 0.5 125 4988 0.0 -2 0.12313980494511849 0.11643768321481948 50 GTEX 100 1e-05 0.5 125 4988 0.0 -3 0.11413384013226585 0.10977236088011201 50 GTEX 100 1e-05 0.5 125 4988 0.0 -4 0.10853606550308446 0.10517018486678374 50 GTEX 100 1e-05 0.5 125 4988 0.0 -5 0.10435908098488784 0.10149884953414987 50 GTEX 100 1e-05 0.5 125 4988 0.0 -6 0.10096554108553506 0.09826376994526431 50 GTEX 100 1e-05 0.5 125 4988 0.0 -7 0.09782939313350061 0.0952405079689316 50 GTEX 100 1e-05 0.5 125 4988 0.0 -8 0.09487452013771247 0.09224432797486339 50 GTEX 100 1e-05 0.5 125 4988 0.0 -9 0.09189187979526929 0.08910011147421576 50 GTEX 100 1e-05 0.5 125 4988 0.0 -10 0.08876327794268325 0.08571809003334988 50 GTEX 100 1e-05 0.5 125 4988 0.0 -11 0.08532719316931578 0.08189055528987496 50 GTEX 100 1e-05 0.5 125 4988 0.0 -12 0.08155062674667032 0.07768978371139715 50 GTEX 100 1e-05 0.5 125 4988 0.0 -13 0.07749559838425915 0.07340595089324074 50 GTEX 100 1e-05 0.5 125 4988 0.0 -14 0.07364075085587167 0.06962322971355099 50 GTEX 100 1e-05 0.5 125 4988 0.0 -15 0.07037735141178642 0.06672451259150478 50 GTEX 100 1e-05 0.5 125 4988 0.0 -16 0.06791655956208234 0.06473176876090099 50 GTEX 100 1e-05 0.5 125 4988 0.0 -17 0.06611776074981493 0.06331476584756782 50 GTEX 100 1e-05 0.5 125 4988 0.0 -18 0.06475505186653105 0.062331978380396794 50 GTEX 100 1e-05 0.5 125 4988 0.0 -19 0.06385402691578984 0.06165351933257888 50 GTEX 100 1e-05 0.5 125 4988 0.0 -20 0.0630818333288294 0.06113685626437455 50 GTEX 100 1e-05 0.5 125 4988 0.0 -21 0.06240208534809331 0.060674291812308385 50 GTEX 100 1e-05 0.5 125 4988 0.0 -22 0.06188804927036391 0.060252077742957794 50 GTEX 100 1e-05 0.5 125 4988 0.0 -23 0.06145939520930393 0.059861067491282526 50 GTEX 100 1e-05 0.5 125 4988 0.0 -24 0.06098923966913449 0.05951268505659167 50 GTEX 100 1e-05 0.5 125 4988 0.0 -25 0.060582920263583445 0.059168317528731924 50 GTEX 100 1e-05 0.5 125 4988 0.0 -26 0.06015857603915254 0.05880071506782403 50 GTEX 100 1e-05 0.5 125 4988 0.0 -27 0.059741245867399 0.058433190051877 50 GTEX 100 1e-05 0.5 125 4988 0.0 -28 0.05934746090759128 0.05806698017672214 50 GTEX 100 1e-05 0.5 125 4988 0.0 -29 0.05895943954914377 0.0577560090619235 50 GTEX 100 1e-05 0.5 125 4988 0.0 -30 0.058615767237716256 0.05743123622108322 50 GTEX 100 1e-05 0.5 125 4988 0.0 -31 0.058265740986237796 0.057123923121806336 50 GTEX 100 1e-05 0.5 125 4988 0.0 -32 0.05793903357639249 0.05681677982777697 50 GTEX 100 1e-05 0.5 125 4988 0.0 -33 0.057585031266346946 0.05646976757043895 50 GTEX 100 1e-05 0.5 125 4988 0.0 -34 0.057228379303340966 0.05621855693936575 50 GTEX 100 1e-05 0.5 125 4988 0.0 -35 0.056958797602926374 0.055957546153109335 50 GTEX 100 1e-05 0.5 125 4988 0.0 -36 0.0566576511254907 0.05571235344522126 50 GTEX 100 1e-05 0.5 125 4988 0.0 -37 0.05642632277922657 0.0554806124985558 50 GTEX 100 1e-05 0.5 125 4988 0.0 -38 0.05608207857022004 0.055228112435442865 50 GTEX 100 1e-05 0.5 125 4988 0.0 -39 0.0558844531129869 0.05497559885221742 50 GTEX 100 1e-05 0.5 125 4988 0.0 -40 0.055636685928309164 0.054760373555152134 50 GTEX 100 1e-05 0.5 125 4988 0.0 -41 0.05535458562378396 0.05450472671241135 50 GTEX 100 1e-05 0.5 125 4988 0.0 -42 0.055095862613360705 0.05423306491750048 50 GTEX 100 1e-05 0.5 125 4988 0.0 -43 0.05479938281302381 0.053989019818575665 50 GTEX 100 1e-05 0.5 125 4988 0.0 -44 0.05458620158353199 0.053769950014840064 50 GTEX 100 1e-05 0.5 125 4988 0.0 -45 0.05431642463375475 0.05354488947687267 50 GTEX 100 1e-05 0.5 125 4988 0.0 -46 0.05411112544800584 0.053369377899079265 50 GTEX 100 1e-05 0.5 125 4988 0.0 -47 0.05389956911246477 0.053183783695611664 50 GTEX 100 1e-05 0.5 125 4988 0.0 -48 0.05371257549955901 0.05298853892223917 50 GTEX 100 1e-05 0.5 125 4988 0.0 -49 0.053503382754663334 0.05283060759135979 50 GTEX 100 1e-05 0.5 125 4988 0.0 -50 0.05332278049526062 0.05264824462395884 50 GTEX 100 1e-05 0.5 125 4988 0.0 -51 0.05312547960182965 0.05245927610778083 50 GTEX 100 1e-05 0.5 125 4988 0.0 -52 0.05294510436713463 0.05224761350554885 50 GTEX 100 1e-05 0.5 125 4988 0.0 -53 0.052640221916195 0.05198384198880694 50 GTEX 100 1e-05 0.5 125 4988 0.0 -54 0.05238846669551424 0.05172189198321036 50 GTEX 100 1e-05 0.5 125 4988 0.0 -55 0.05215887214704754 0.05150029255863378 50 GTEX 100 1e-05 0.5 125 4988 0.0 -56 0.0518772667662463 0.05123428238322073 50 GTEX 100 1e-05 0.5 125 4988 0.0 -57 0.051614047019172146 0.05098767271229976 50 GTEX 100 1e-05 0.5 125 4988 0.0 -58 0.05139990222939496 0.050752862140592964 50 GTEX 100 1e-05 0.5 125 4988 0.0 -59 0.0511684931013499 0.050536007949721226 50 GTEX 100 1e-05 0.5 125 4988 0.0 -60 0.05092666086525251 0.05027824044652538 50 GTEX 100 1e-05 0.5 125 4988 0.0 -61 0.05065203643685991 0.05002961606637153 50 GTEX 100 1e-05 0.5 125 4988 0.0 -62 0.05039548318905124 0.049782998102076155 50 GTEX 100 1e-05 0.5 125 4988 0.0 -63 0.05017453458251061 0.04953811105213238 50 GTEX 100 1e-05 0.5 125 4988 0.0 -64 0.04989454789641819 0.0492731821103581 50 GTEX 100 1e-05 0.5 125 4988 0.0 -65 0.04963829157750232 0.049014503426651534 50 GTEX 100 1e-05 0.5 125 4988 0.0 -66 0.04936754966066747 0.048767965726072796 50 GTEX 100 1e-05 0.5 125 4988 0.0 -67 0.049127092846843676 0.048502820242947046 50 GTEX 100 1e-05 0.5 125 4988 0.0 -68 0.04884727748987024 0.04821974070948113 50 GTEX 100 1e-05 0.5 125 4988 0.0 -69 0.048541108478622905 0.0479015315256078 50 GTEX 100 1e-05 0.5 125 4988 0.0 -70 0.04826075095556235 0.04763438590154222 50 GTEX 100 1e-05 0.5 125 4988 0.0 -71 0.04801500919788015 0.04742397854508329 50 GTEX 100 1e-05 0.5 125 4988 0.0 -72 0.04783877332577663 0.047221140419009065 50 GTEX 100 1e-05 0.5 125 4988 0.0 -73 0.04762992716312811 0.04703032267864213 50 GTEX 100 1e-05 0.5 125 4988 0.0 -74 0.04740666515249265 0.0468227635049208 50 GTEX 100 1e-05 0.5 125 4988 0.0 -75 0.04721292200062183 0.046618838571436956 50 GTEX 100 1e-05 0.5 125 4988 0.0 -76 0.0470087822985911 0.046418157870042005 50 GTEX 100 1e-05 0.5 125 4988 0.0 -77 0.04683320590872264 0.046202512833328754 50 GTEX 100 1e-05 0.5 125 4988 0.0 -78 0.04661169620428529 0.04600245679795969 50 GTEX 100 1e-05 0.5 125 4988 0.0 -79 0.046402412714119684 0.04579995022980433 50 GTEX 100 1e-05 0.5 125 4988 0.0 -80 0.046181470862840336 0.045597783024263476 50 GTEX 100 1e-05 0.5 125 4988 0.0 -81 0.04601784107797977 0.04537154210044404 50 GTEX 100 1e-05 0.5 125 4988 0.0 -82 0.04572166836087349 0.045109694462425354 50 GTEX 100 1e-05 0.5 125 4988 0.0 -83 0.04547312825617562 0.04482431398145146 50 GTEX 100 1e-05 0.5 125 4988 0.0 -84 0.04516961324884834 0.04457129195984099 50 GTEX 100 1e-05 0.5 125 4988 0.0 -85 0.04495955672297279 0.04435305196097822 50 GTEX 100 1e-05 0.5 125 4988 0.0 -86 0.04475359002753323 0.04416770721739689 50 GTEX 100 1e-05 0.5 125 4988 0.0 -87 0.04461182068057104 0.04399560873499388 50 GTEX 100 1e-05 0.5 125 4988 0.0 -88 0.04443765355145603 0.04383867564735077 50 GTEX 100 1e-05 0.5 125 4988 0.0 -89 0.04426108647243732 0.04368465242220422 50 GTEX 100 1e-05 0.5 125 4988 0.0 -90 0.04410763570785623 0.04351115844322248 50 GTEX 100 1e-05 0.5 125 4988 0.0 -91 0.04393987930831844 0.04333510074212071 50 GTEX 100 1e-05 0.5 125 4988 0.0 -92 0.04376011401032386 0.04317397617171926 50 GTEX 100 1e-05 0.5 125 4988 0.0 -93 0.04359947046530817 0.04300311544180596 50 GTEX 100 1e-05 0.5 125 4988 0.0 -94 0.043425217373948846 0.042829301420726704 50 GTEX 100 1e-05 0.5 125 4988 0.0 -95 0.04323737327258527 0.042660409655464464 50 GTEX 100 1e-05 0.5 125 4988 0.0 -96 0.0430848788420055 0.04248981904450932 50 GTEX 100 1e-05 0.5 125 4988 0.0 -97 0.04290734623125278 0.04232260174057783 50 GTEX 100 1e-05 0.5 125 4988 0.0 -98 0.04273187324130839 0.04214350496748101 50 GTEX 100 1e-05 0.5 125 4988 0.0 -99 0.04260104425897615 0.041984390708203555 50 GTEX 100 1e-05 0.5 125 4988 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00001lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00001lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 8a534ef62..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00001lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16049583834221462 0.14962433726162058 50 GTEX 100 1e-05 0.0 125 9394 0.0 -1 0.13733680154984612 0.12636885563966893 50 GTEX 100 1e-05 0.0 125 9394 0.0 -2 0.12072229658073365 0.11483594055638113 50 GTEX 100 1e-05 0.0 125 9394 0.0 -3 0.11203132670920087 0.10810912475556475 50 GTEX 100 1e-05 0.0 125 9394 0.0 -4 0.10641438555784206 0.10331123524802266 50 GTEX 100 1e-05 0.0 125 9394 0.0 -5 0.10205130388379235 0.0993531631029604 50 GTEX 100 1e-05 0.0 125 9394 0.0 -6 0.09824148286379944 0.09574060058469101 50 GTEX 100 1e-05 0.0 125 9394 0.0 -7 0.09465336149004176 0.09221239336996477 50 GTEX 100 1e-05 0.0 125 9394 0.0 -8 0.09105564713764558 0.08853803817253603 50 GTEX 100 1e-05 0.0 125 9394 0.0 -9 0.08718754502795019 0.0844120007900684 50 GTEX 100 1e-05 0.0 125 9394 0.0 -10 0.08277477508876521 0.07960371930902901 50 GTEX 100 1e-05 0.0 125 9394 0.0 -11 0.07783983514189809 0.07453671184159504 50 GTEX 100 1e-05 0.0 125 9394 0.0 -12 0.0731987964715665 0.07034814499403587 50 GTEX 100 1e-05 0.0 125 9394 0.0 -13 0.06976381200815791 0.06753860293629052 50 GTEX 100 1e-05 0.0 125 9394 0.0 -14 0.0675092726202944 0.06570068044240937 50 GTEX 100 1e-05 0.0 125 9394 0.0 -15 0.06600604176653518 0.06444695783856931 50 GTEX 100 1e-05 0.0 125 9394 0.0 -16 0.06494689106373006 0.06354905851893553 50 GTEX 100 1e-05 0.0 125 9394 0.0 -17 0.06414735393727154 0.06283217356912084 50 GTEX 100 1e-05 0.0 125 9394 0.0 -18 0.06346870828713083 0.06221122885328282 50 GTEX 100 1e-05 0.0 125 9394 0.0 -19 0.06285097016299225 0.06162476771203058 50 GTEX 100 1e-05 0.0 125 9394 0.0 -20 0.06225098379281351 0.0610548386513167 50 GTEX 100 1e-05 0.0 125 9394 0.0 -21 0.061702262605081534 0.06056037963768149 50 GTEX 100 1e-05 0.0 125 9394 0.0 -22 0.06119450918635194 0.06009685572505904 50 GTEX 100 1e-05 0.0 125 9394 0.0 -23 0.06073534982091045 0.05968783201628538 50 GTEX 100 1e-05 0.0 125 9394 0.0 -24 0.060312294968757736 0.05929756173049543 50 GTEX 100 1e-05 0.0 125 9394 0.0 -25 0.0598903409030957 0.05890284261237759 50 GTEX 100 1e-05 0.0 125 9394 0.0 -26 0.059495561849945665 0.05856496274131333 50 GTEX 100 1e-05 0.0 125 9394 0.0 -27 0.059132348022016314 0.058213867643713495 50 GTEX 100 1e-05 0.0 125 9394 0.0 -28 0.05876831735326016 0.05789324151840727 50 GTEX 100 1e-05 0.0 125 9394 0.0 -29 0.05843462817291404 0.05760065180040584 50 GTEX 100 1e-05 0.0 125 9394 0.0 -30 0.058151732465984 0.057356654174144275 50 GTEX 100 1e-05 0.0 125 9394 0.0 -31 0.0578986432616211 0.05713013198382501 50 GTEX 100 1e-05 0.0 125 9394 0.0 -32 0.05766275444031517 0.05691826765641513 50 GTEX 100 1e-05 0.0 125 9394 0.0 -33 0.05744280839254099 0.056720710894227484 50 GTEX 100 1e-05 0.0 125 9394 0.0 -34 0.05723569986316097 0.056533508356873076 50 GTEX 100 1e-05 0.0 125 9394 0.0 -35 0.0570389398766084 0.056358025115365765 50 GTEX 100 1e-05 0.0 125 9394 0.0 -36 0.05685114997237515 0.05618604934090897 50 GTEX 100 1e-05 0.0 125 9394 0.0 -37 0.05667206045628551 0.05602498196716998 50 GTEX 100 1e-05 0.0 125 9394 0.0 -38 0.056499808371929604 0.055864039596042706 50 GTEX 100 1e-05 0.0 125 9394 0.0 -39 0.05631371354561264 0.05567672110017488 50 GTEX 100 1e-05 0.0 125 9394 0.0 -40 0.05613820807595332 0.05553865368290319 50 GTEX 100 1e-05 0.0 125 9394 0.0 -41 0.05599314386299146 0.05540609856918737 50 GTEX 100 1e-05 0.0 125 9394 0.0 -42 0.05585429367389059 0.055281473791134676 50 GTEX 100 1e-05 0.0 125 9394 0.0 -43 0.05572141655670107 0.055162584104578756 50 GTEX 100 1e-05 0.0 125 9394 0.0 -44 0.05559487729159708 0.055050041547802915 50 GTEX 100 1e-05 0.0 125 9394 0.0 -45 0.05547483570876098 0.05493937536167554 50 GTEX 100 1e-05 0.0 125 9394 0.0 -46 0.05536094083563572 0.05483868763474004 50 GTEX 100 1e-05 0.0 125 9394 0.0 -47 0.0552513043754164 0.05474028994148675 50 GTEX 100 1e-05 0.0 125 9394 0.0 -48 0.05514498416531535 0.05464639494146004 50 GTEX 100 1e-05 0.0 125 9394 0.0 -49 0.05504086300426921 0.05454403745584162 50 GTEX 100 1e-05 0.0 125 9394 0.0 -50 0.054903825325315875 0.054394961111672475 50 GTEX 100 1e-05 0.0 125 9394 0.0 -51 0.05474573044157323 0.05425313912587021 50 GTEX 100 1e-05 0.0 125 9394 0.0 -52 0.05460754090262351 0.05412641111690508 50 GTEX 100 1e-05 0.0 125 9394 0.0 -53 0.05450476597224481 0.05404756424289919 50 GTEX 100 1e-05 0.0 125 9394 0.0 -54 0.0544210516559331 0.053973801929801134 50 GTEX 100 1e-05 0.0 125 9394 0.0 -55 0.05433985005914252 0.05389796162711123 50 GTEX 100 1e-05 0.0 125 9394 0.0 -56 0.05423973613899991 0.05379622980612313 50 GTEX 100 1e-05 0.0 125 9394 0.0 -57 0.05414803648526696 0.05372227634172249 50 GTEX 100 1e-05 0.0 125 9394 0.0 -58 0.05407441218285333 0.05365827931055778 50 GTEX 100 1e-05 0.0 125 9394 0.0 -59 0.054005002586997974 0.05359583547048469 50 GTEX 100 1e-05 0.0 125 9394 0.0 -60 0.05393941260955333 0.05353502138117647 50 GTEX 100 1e-05 0.0 125 9394 0.0 -61 0.05387619004209152 0.05347895540098727 50 GTEX 100 1e-05 0.0 125 9394 0.0 -62 0.05381445996357053 0.05342393860702505 50 GTEX 100 1e-05 0.0 125 9394 0.0 -63 0.053756048362393234 0.053370889311677605 50 GTEX 100 1e-05 0.0 125 9394 0.0 -64 0.05369812102573807 0.0533165796217243 50 GTEX 100 1e-05 0.0 125 9394 0.0 -65 0.05363150010578192 0.053230819954561644 50 GTEX 100 1e-05 0.0 125 9394 0.0 -66 0.05354181577782955 0.05316899338659225 50 GTEX 100 1e-05 0.0 125 9394 0.0 -67 0.053485636858778565 0.053121861629896294 50 GTEX 100 1e-05 0.0 125 9394 0.0 -68 0.053434724936320205 0.05307539346355222 50 GTEX 100 1e-05 0.0 125 9394 0.0 -69 0.05338647644256568 0.05303159951738758 50 GTEX 100 1e-05 0.0 125 9394 0.0 -70 0.053338965535041104 0.05298583798762057 50 GTEX 100 1e-05 0.0 125 9394 0.0 -71 0.05329210070744227 0.052945848958063944 50 GTEX 100 1e-05 0.0 125 9394 0.0 -72 0.05324774096580522 0.05290418269799689 50 GTEX 100 1e-05 0.0 125 9394 0.0 -73 0.05320398988159126 0.05286421719584401 50 GTEX 100 1e-05 0.0 125 9394 0.0 -74 0.05316193630517291 0.05282544462229816 50 GTEX 100 1e-05 0.0 125 9394 0.0 -75 0.05312080990853249 0.05278741850910758 50 GTEX 100 1e-05 0.0 125 9394 0.0 -76 0.05306898447579386 0.05270531916629679 50 GTEX 100 1e-05 0.0 125 9394 0.0 -77 0.05293966874399973 0.05258987175421116 50 GTEX 100 1e-05 0.0 125 9394 0.0 -78 0.05284945204345606 0.05249038943489695 50 GTEX 100 1e-05 0.0 125 9394 0.0 -79 0.05274847041753739 0.05240735958397615 50 GTEX 100 1e-05 0.0 125 9394 0.0 -80 0.05267382521126028 0.05234095810455741 50 GTEX 100 1e-05 0.0 125 9394 0.0 -81 0.05261586761070403 0.052291730121344665 50 GTEX 100 1e-05 0.0 125 9394 0.0 -82 0.052545150369090944 0.052209992344161855 50 GTEX 100 1e-05 0.0 125 9394 0.0 -83 0.05248901336162171 0.052172202645259215 50 GTEX 100 1e-05 0.0 125 9394 0.0 -84 0.052439693621626066 0.05210655951029674 50 GTEX 100 1e-05 0.0 125 9394 0.0 -85 0.052377675251597096 0.05206541103725198 50 GTEX 100 1e-05 0.0 125 9394 0.0 -86 0.05234000300377642 0.052032262688863865 50 GTEX 100 1e-05 0.0 125 9394 0.0 -87 0.05230421500440458 0.05199803838315119 50 GTEX 100 1e-05 0.0 125 9394 0.0 -88 0.0522626171914995 0.05193208102066027 50 GTEX 100 1e-05 0.0 125 9394 0.0 -89 0.05215406304124392 0.05183253382746938 50 GTEX 100 1e-05 0.0 125 9394 0.0 -90 0.05209907587825012 0.05179529758205659 50 GTEX 100 1e-05 0.0 125 9394 0.0 -91 0.052060902123798394 0.0517579910873007 50 GTEX 100 1e-05 0.0 125 9394 0.0 -92 0.05199242653735427 0.05166264607114257 50 GTEX 100 1e-05 0.0 125 9394 0.0 -93 0.05189922686854738 0.05159666447301781 50 GTEX 100 1e-05 0.0 125 9394 0.0 -94 0.05182657179758039 0.05147871766026935 50 GTEX 100 1e-05 0.0 125 9394 0.0 -95 0.05173219961106456 0.051433481162718495 50 GTEX 100 1e-05 0.0 125 9394 0.0 -96 0.0516712566021347 0.05137359559139371 50 GTEX 100 1e-05 0.0 125 9394 0.0 -97 0.051630062615498705 0.05134054928479766 50 GTEX 100 1e-05 0.0 125 9394 0.0 -98 0.05159771055875603 0.05130895787403837 50 GTEX 100 1e-05 0.0 125 9394 0.0 -99 0.05153445448138916 0.05119293858031583 50 GTEX 100 1e-05 0.0 125 9394 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00005lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00005lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index a1badcf6f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00005lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.14881898240207228 0.1237482262541586 100 GTEX 100 5e-05 0.1 125 7623 0.0 -1 0.11245324416454987 0.10444648677178663 100 GTEX 100 5e-05 0.1 125 7623 0.0 -2 0.09953761061497471 0.09466324882588913 100 GTEX 100 5e-05 0.1 125 7623 0.0 -3 0.0901383163307692 0.08509774452266584 100 GTEX 100 5e-05 0.1 125 7623 0.0 -4 0.07968141874718518 0.0736108153718506 100 GTEX 100 5e-05 0.1 125 7623 0.0 -5 0.06980147102484295 0.06623681974614981 100 GTEX 100 5e-05 0.1 125 7623 0.0 -6 0.06508263350642758 0.0633254080104284 100 GTEX 100 5e-05 0.1 125 7623 0.0 -7 0.0629644994720859 0.06172250816067362 100 GTEX 100 5e-05 0.1 125 7623 0.0 -8 0.061706017642612 0.06060309355419852 100 GTEX 100 5e-05 0.1 125 7623 0.0 -9 0.06066095874813727 0.05958190584420705 100 GTEX 100 5e-05 0.1 125 7623 0.0 -10 0.05973141448316698 0.05863978698169777 100 GTEX 100 5e-05 0.1 125 7623 0.0 -11 0.058850921878558324 0.057897465565585365 100 GTEX 100 5e-05 0.1 125 7623 0.0 -12 0.05820989226476751 0.05730290472960744 100 GTEX 100 5e-05 0.1 125 7623 0.0 -13 0.05767787863924711 0.056818771200828226 100 GTEX 100 5e-05 0.1 125 7623 0.0 -14 0.05724129170766473 0.05638479563219919 100 GTEX 100 5e-05 0.1 125 7623 0.0 -15 0.05679430358337729 0.05596701575606042 100 GTEX 100 5e-05 0.1 125 7623 0.0 -16 0.05644169996066696 0.0556220692571805 100 GTEX 100 5e-05 0.1 125 7623 0.0 -17 0.056041332068586976 0.055144116069994045 100 GTEX 100 5e-05 0.1 125 7623 0.0 -18 0.055639051576580306 0.05480474815792457 100 GTEX 100 5e-05 0.1 125 7623 0.0 -19 0.055297030736671096 0.05447084829211235 100 GTEX 100 5e-05 0.1 125 7623 0.0 -20 0.054967526416095064 0.05415473130492656 100 GTEX 100 5e-05 0.1 125 7623 0.0 -21 0.054677692484462775 0.05390509291633454 100 GTEX 100 5e-05 0.1 125 7623 0.0 -22 0.054406312140936684 0.05358700236100208 100 GTEX 100 5e-05 0.1 125 7623 0.0 -23 0.05412711441993801 0.05334945521653832 100 GTEX 100 5e-05 0.1 125 7623 0.0 -24 0.05385438532732703 0.05296601695026282 100 GTEX 100 5e-05 0.1 125 7623 0.0 -25 0.05350447159441129 0.05272442707260752 100 GTEX 100 5e-05 0.1 125 7623 0.0 -26 0.053270092098847276 0.052471048492555836 100 GTEX 100 5e-05 0.1 125 7623 0.0 -27 0.05289997438405048 0.05196386014780618 100 GTEX 100 5e-05 0.1 125 7623 0.0 -28 0.05243807122838513 0.05159428670379145 100 GTEX 100 5e-05 0.1 125 7623 0.0 -29 0.05205637239036999 0.051209571413667485 100 GTEX 100 5e-05 0.1 125 7623 0.0 -30 0.051741033675625415 0.050929797664568 100 GTEX 100 5e-05 0.1 125 7623 0.0 -31 0.05133145159613914 0.05042357497738795 100 GTEX 100 5e-05 0.1 125 7623 0.0 -32 0.050918971760224245 0.05013518695482283 100 GTEX 100 5e-05 0.1 125 7623 0.0 -33 0.05057656297070041 0.04975887689696972 100 GTEX 100 5e-05 0.1 125 7623 0.0 -34 0.050181052746595345 0.04938578209043002 100 GTEX 100 5e-05 0.1 125 7623 0.0 -35 0.049794455964027345 0.04898832656244815 100 GTEX 100 5e-05 0.1 125 7623 0.0 -36 0.049355465775937885 0.048501301386850416 100 GTEX 100 5e-05 0.1 125 7623 0.0 -37 0.048844240499978916 0.04800657752348896 100 GTEX 100 5e-05 0.1 125 7623 0.0 -38 0.04836738945349061 0.04758209603424308 100 GTEX 100 5e-05 0.1 125 7623 0.0 -39 0.047962681085872365 0.04713971514835557 100 GTEX 100 5e-05 0.1 125 7623 0.0 -40 0.047430361110216916 0.04652665007307049 100 GTEX 100 5e-05 0.1 125 7623 0.0 -41 0.046847419406983774 0.04604466850143422 100 GTEX 100 5e-05 0.1 125 7623 0.0 -42 0.04633963751439699 0.045470229955567154 100 GTEX 100 5e-05 0.1 125 7623 0.0 -43 0.045722704280407464 0.044870027372818935 100 GTEX 100 5e-05 0.1 125 7623 0.0 -44 0.04507100791938456 0.04419635035125928 100 GTEX 100 5e-05 0.1 125 7623 0.0 -45 0.04444907749040434 0.04366835923475911 100 GTEX 100 5e-05 0.1 125 7623 0.0 -46 0.04398637901260871 0.04323726848561048 100 GTEX 100 5e-05 0.1 125 7623 0.0 -47 0.0435594970930387 0.042814320583647196 100 GTEX 100 5e-05 0.1 125 7623 0.0 -48 0.04313674082524474 0.04239716964416178 100 GTEX 100 5e-05 0.1 125 7623 0.0 -49 0.04272366509949618 0.04203906757296718 100 GTEX 100 5e-05 0.1 125 7623 0.0 -50 0.04243378939597561 0.04173581353158552 100 GTEX 100 5e-05 0.1 125 7623 0.0 -51 0.041929315248339205 0.04108598348135731 100 GTEX 100 5e-05 0.1 125 7623 0.0 -52 0.041238148628743004 0.040466124793875805 100 GTEX 100 5e-05 0.1 125 7623 0.0 -53 0.040622323500394845 0.039731245048825733 100 GTEX 100 5e-05 0.1 125 7623 0.0 -54 0.039822319145327675 0.03898873950705329 100 GTEX 100 5e-05 0.1 125 7623 0.0 -55 0.03911681689091402 0.038334847587256374 100 GTEX 100 5e-05 0.1 125 7623 0.0 -56 0.03856877692880368 0.03779979494927954 100 GTEX 100 5e-05 0.1 125 7623 0.0 -57 0.037941519635332745 0.03713977190988146 100 GTEX 100 5e-05 0.1 125 7623 0.0 -58 0.03727853357173314 0.03653510142925121 100 GTEX 100 5e-05 0.1 125 7623 0.0 -59 0.036707266542269204 0.03597205933962485 100 GTEX 100 5e-05 0.1 125 7623 0.0 -60 0.03615481135326894 0.03543495827358032 100 GTEX 100 5e-05 0.1 125 7623 0.0 -61 0.03561954088709769 0.03490095293793841 100 GTEX 100 5e-05 0.1 125 7623 0.0 -62 0.035001476550380516 0.03417744204231995 100 GTEX 100 5e-05 0.1 125 7623 0.0 -63 0.03428771433810932 0.03354669872232263 100 GTEX 100 5e-05 0.1 125 7623 0.0 -64 0.0337420914995421 0.033052288208284306 100 GTEX 100 5e-05 0.1 125 7623 0.0 -65 0.03320292430613365 0.03252746307152986 100 GTEX 100 5e-05 0.1 125 7623 0.0 -66 0.03276337729791559 0.03212455490129529 100 GTEX 100 5e-05 0.1 125 7623 0.0 -67 0.03230989103843862 0.031626604568255716 100 GTEX 100 5e-05 0.1 125 7623 0.0 -68 0.03178245200919881 0.031116020649728213 100 GTEX 100 5e-05 0.1 125 7623 0.0 -69 0.03131400727564309 0.030679411832030736 100 GTEX 100 5e-05 0.1 125 7623 0.0 -70 0.030914351854678366 0.03029874906283821 100 GTEX 100 5e-05 0.1 125 7623 0.0 -71 0.030405503917759747 0.02965499519480272 100 GTEX 100 5e-05 0.1 125 7623 0.0 -72 0.029795093150020237 0.029126592724098906 100 GTEX 100 5e-05 0.1 125 7623 0.0 -73 0.029279465603051814 0.02865539169640142 100 GTEX 100 5e-05 0.1 125 7623 0.0 -74 0.028870200462465405 0.02826806290266405 100 GTEX 100 5e-05 0.1 125 7623 0.0 -75 0.028448341069820755 0.027814434515489372 100 GTEX 100 5e-05 0.1 125 7623 0.0 -76 0.0279959429075521 0.027418856115962162 100 GTEX 100 5e-05 0.1 125 7623 0.0 -77 0.027670009873687017 0.02711985133474997 100 GTEX 100 5e-05 0.1 125 7623 0.0 -78 0.02733329934321538 0.026773137228117243 100 GTEX 100 5e-05 0.1 125 7623 0.0 -79 0.026958312225798888 0.026381662696203352 100 GTEX 100 5e-05 0.1 125 7623 0.0 -80 0.0266054293105944 0.026096771092299274 100 GTEX 100 5e-05 0.1 125 7623 0.0 -81 0.026291376884247163 0.025726525403360904 100 GTEX 100 5e-05 0.1 125 7623 0.0 -82 0.02587119295793324 0.02528749922637477 100 GTEX 100 5e-05 0.1 125 7623 0.0 -83 0.025457390070038673 0.024905574313248066 100 GTEX 100 5e-05 0.1 125 7623 0.0 -84 0.025065852123726518 0.024473563197844383 100 GTEX 100 5e-05 0.1 125 7623 0.0 -85 0.02458875219227363 0.024024356099929194 100 GTEX 100 5e-05 0.1 125 7623 0.0 -86 0.024173752863081693 0.02360576646891157 100 GTEX 100 5e-05 0.1 125 7623 0.0 -87 0.023748131120051932 0.023175525702111167 100 GTEX 100 5e-05 0.1 125 7623 0.0 -88 0.02334234125584008 0.022796032178311294 100 GTEX 100 5e-05 0.1 125 7623 0.0 -89 0.02301424559494208 0.022521146505844455 100 GTEX 100 5e-05 0.1 125 7623 0.0 -90 0.02273999930063214 0.022234903669742578 100 GTEX 100 5e-05 0.1 125 7623 0.0 -91 0.02240355963048152 0.021816913520088667 100 GTEX 100 5e-05 0.1 125 7623 0.0 -92 0.021953769595420978 0.021355525990629377 100 GTEX 100 5e-05 0.1 125 7623 0.0 -93 0.021515969550224272 0.02096090929674785 100 GTEX 100 5e-05 0.1 125 7623 0.0 -94 0.021152216512003517 0.020641533402945604 100 GTEX 100 5e-05 0.1 125 7623 0.0 -95 0.020849993298176703 0.020319915911317325 100 GTEX 100 5e-05 0.1 125 7623 0.0 -96 0.020491934429531088 0.0199534200457679 100 GTEX 100 5e-05 0.1 125 7623 0.0 -97 0.02016237650542359 0.019637897667322775 100 GTEX 100 5e-05 0.1 125 7623 0.0 -98 0.0198404223755438 0.01932330716387174 100 GTEX 100 5e-05 0.1 125 7623 0.0 -99 0.019541802824651653 0.019025453660254696 100 GTEX 100 5e-05 0.1 125 7623 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00005lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00005lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 6608b767e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00005lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.15136387466036985 0.123434834125604 100 GTEX 100 5e-05 0.5 125 3192 0.0 -1 0.11502433927192397 0.10335474840928394 100 GTEX 100 5e-05 0.5 125 3192 0.0 -2 0.10213455628889773 0.09416364031372867 100 GTEX 100 5e-05 0.5 125 3192 0.0 -3 0.09369579479971896 0.08588743368482409 100 GTEX 100 5e-05 0.5 125 3192 0.0 -4 0.08519789152964123 0.07629064235397165 100 GTEX 100 5e-05 0.5 125 3192 0.0 -5 0.07569833896999892 0.0672309674294276 100 GTEX 100 5e-05 0.5 125 3192 0.0 -6 0.06869313853386654 0.06307697464701341 100 GTEX 100 5e-05 0.5 125 3192 0.0 -7 0.06551110190030979 0.061413519254428804 100 GTEX 100 5e-05 0.5 125 3192 0.0 -8 0.06382006526408886 0.060398414589379674 100 GTEX 100 5e-05 0.5 125 3192 0.0 -9 0.06265985274816675 0.059515211263763586 100 GTEX 100 5e-05 0.5 125 3192 0.0 -10 0.061726423977760396 0.05877292256788156 100 GTEX 100 5e-05 0.5 125 3192 0.0 -11 0.06092780230587912 0.05805412933457034 100 GTEX 100 5e-05 0.5 125 3192 0.0 -12 0.06015075758308899 0.057393672093465756 100 GTEX 100 5e-05 0.5 125 3192 0.0 -13 0.0594571153477371 0.05670795649176768 100 GTEX 100 5e-05 0.5 125 3192 0.0 -14 0.05877889431772998 0.05618703162772121 100 GTEX 100 5e-05 0.5 125 3192 0.0 -15 0.05821198544624276 0.05570992097938469 100 GTEX 100 5e-05 0.5 125 3192 0.0 -16 0.05767048335325961 0.055163100970901914 100 GTEX 100 5e-05 0.5 125 3192 0.0 -17 0.05705545188016419 0.05463260558111586 100 GTEX 100 5e-05 0.5 125 3192 0.0 -18 0.05652066535112081 0.054083399134670376 100 GTEX 100 5e-05 0.5 125 3192 0.0 -19 0.055994580367906076 0.05368611270370592 100 GTEX 100 5e-05 0.5 125 3192 0.0 -20 0.05559226655644966 0.053263869901460384 100 GTEX 100 5e-05 0.5 125 3192 0.0 -21 0.055143490283768394 0.05276469646921176 100 GTEX 100 5e-05 0.5 125 3192 0.0 -22 0.05456532799262324 0.052279351569513854 100 GTEX 100 5e-05 0.5 125 3192 0.0 -23 0.05414908607272459 0.05187612787568977 100 GTEX 100 5e-05 0.5 125 3192 0.0 -24 0.05369024057528771 0.051425934007865846 100 GTEX 100 5e-05 0.5 125 3192 0.0 -25 0.05328275594756824 0.05102098241675036 100 GTEX 100 5e-05 0.5 125 3192 0.0 -26 0.05282079178048588 0.05062839340687705 100 GTEX 100 5e-05 0.5 125 3192 0.0 -27 0.052349714031658445 0.05012796408436598 100 GTEX 100 5e-05 0.5 125 3192 0.0 -28 0.05187782655338545 0.04975517489327677 100 GTEX 100 5e-05 0.5 125 3192 0.0 -29 0.051479343399665194 0.049397330022923396 100 GTEX 100 5e-05 0.5 125 3192 0.0 -30 0.05116925495331889 0.0490644079112508 100 GTEX 100 5e-05 0.5 125 3192 0.0 -31 0.0508425263478428 0.04871966749316386 100 GTEX 100 5e-05 0.5 125 3192 0.0 -32 0.05040999012229447 0.04829842781385995 100 GTEX 100 5e-05 0.5 125 3192 0.0 -33 0.04995686397211434 0.04783559756303921 100 GTEX 100 5e-05 0.5 125 3192 0.0 -34 0.04953899551184953 0.04746905678861948 100 GTEX 100 5e-05 0.5 125 3192 0.0 -35 0.04914344289726991 0.0470557864259631 100 GTEX 100 5e-05 0.5 125 3192 0.0 -36 0.048683097608662136 0.04662502979144397 100 GTEX 100 5e-05 0.5 125 3192 0.0 -37 0.04817781863541113 0.046081453023527966 100 GTEX 100 5e-05 0.5 125 3192 0.0 -38 0.04766223318556099 0.04562154375441627 100 GTEX 100 5e-05 0.5 125 3192 0.0 -39 0.047113981456024114 0.04499591809091912 100 GTEX 100 5e-05 0.5 125 3192 0.0 -40 0.04646386028680326 0.04439836811316784 100 GTEX 100 5e-05 0.5 125 3192 0.0 -41 0.04584716533524088 0.04376483313427679 100 GTEX 100 5e-05 0.5 125 3192 0.0 -42 0.04522025401448138 0.0431396429048065 100 GTEX 100 5e-05 0.5 125 3192 0.0 -43 0.04449463980666899 0.04240851717586753 100 GTEX 100 5e-05 0.5 125 3192 0.0 -44 0.04378069810088426 0.04173484295889905 100 GTEX 100 5e-05 0.5 125 3192 0.0 -45 0.04312887086518352 0.04113532558876752 100 GTEX 100 5e-05 0.5 125 3192 0.0 -46 0.042494539842379435 0.04044968106504176 100 GTEX 100 5e-05 0.5 125 3192 0.0 -47 0.04185478521125916 0.03990751727282321 100 GTEX 100 5e-05 0.5 125 3192 0.0 -48 0.04126211641027971 0.03938661658775217 100 GTEX 100 5e-05 0.5 125 3192 0.0 -49 0.040744623772739366 0.03883249481197999 100 GTEX 100 5e-05 0.5 125 3192 0.0 -50 0.040121075919277126 0.03822073984905341 100 GTEX 100 5e-05 0.5 125 3192 0.0 -51 0.03947785471488206 0.03758711020812789 100 GTEX 100 5e-05 0.5 125 3192 0.0 -52 0.0388164962726006 0.036935470006765066 100 GTEX 100 5e-05 0.5 125 3192 0.0 -53 0.038157771137963384 0.03625600375660019 100 GTEX 100 5e-05 0.5 125 3192 0.0 -54 0.03742930101604765 0.03551416723730446 100 GTEX 100 5e-05 0.5 125 3192 0.0 -55 0.03659687485076425 0.034701931315116556 100 GTEX 100 5e-05 0.5 125 3192 0.0 -56 0.03577960717345324 0.033850368140654875 100 GTEX 100 5e-05 0.5 125 3192 0.0 -57 0.0348484736957853 0.03293805977350859 100 GTEX 100 5e-05 0.5 125 3192 0.0 -58 0.03396628941941994 0.0321006821574707 100 GTEX 100 5e-05 0.5 125 3192 0.0 -59 0.03315484070969608 0.03136052798918898 100 GTEX 100 5e-05 0.5 125 3192 0.0 -60 0.03243289730307279 0.03068332340809102 100 GTEX 100 5e-05 0.5 125 3192 0.0 -61 0.031705132740003465 0.029867966939117974 100 GTEX 100 5e-05 0.5 125 3192 0.0 -62 0.030882746643284765 0.0291339743230846 100 GTEX 100 5e-05 0.5 125 3192 0.0 -63 0.030173138311297865 0.028433872252249446 100 GTEX 100 5e-05 0.5 125 3192 0.0 -64 0.02944926275710653 0.02775022907345467 100 GTEX 100 5e-05 0.5 125 3192 0.0 -65 0.02874506001278177 0.027062223728448718 100 GTEX 100 5e-05 0.5 125 3192 0.0 -66 0.02810841265271354 0.026503058164575256 100 GTEX 100 5e-05 0.5 125 3192 0.0 -67 0.027570309280936792 0.02598426004468035 100 GTEX 100 5e-05 0.5 125 3192 0.0 -68 0.026983820695441453 0.025352514834061774 100 GTEX 100 5e-05 0.5 125 3192 0.0 -69 0.026284698247193372 0.024649301416350407 100 GTEX 100 5e-05 0.5 125 3192 0.0 -70 0.0255878572216964 0.023997379268586864 100 GTEX 100 5e-05 0.5 125 3192 0.0 -71 0.024935772768807624 0.023350125674455793 100 GTEX 100 5e-05 0.5 125 3192 0.0 -72 0.02414396112847507 0.02246456867360117 100 GTEX 100 5e-05 0.5 125 3192 0.0 -73 0.023323531395678877 0.021734581020848378 100 GTEX 100 5e-05 0.5 125 3192 0.0 -74 0.022581884152089404 0.02103338231236989 100 GTEX 100 5e-05 0.5 125 3192 0.0 -75 0.021875389690785497 0.020336250969325634 100 GTEX 100 5e-05 0.5 125 3192 0.0 -76 0.021175476335310955 0.0196293592877941 100 GTEX 100 5e-05 0.5 125 3192 0.0 -77 0.020455141803929492 0.018962489696000014 100 GTEX 100 5e-05 0.5 125 3192 0.0 -78 0.019749804868077456 0.018219616377421657 100 GTEX 100 5e-05 0.5 125 3192 0.0 -79 0.01890257944208214 0.01736286628863884 100 GTEX 100 5e-05 0.5 125 3192 0.0 -80 0.01793482167337586 0.016262746646207096 100 GTEX 100 5e-05 0.5 125 3192 0.0 -81 0.01644049325547274 0.014173971878598398 100 GTEX 100 5e-05 0.5 125 3192 0.0 -82 0.01404790158988657 0.01139219658725502 100 GTEX 100 5e-05 0.5 125 3192 0.0 -83 0.011661126295163058 0.009282789628655285 100 GTEX 100 5e-05 0.5 125 3192 0.0 -84 0.009989319034719576 0.00786853974734649 100 GTEX 100 5e-05 0.5 125 3192 0.0 -85 0.008852568812537681 0.006866651452624526 100 GTEX 100 5e-05 0.5 125 3192 0.0 -86 0.008012767963200332 0.006153851752824543 100 GTEX 100 5e-05 0.5 125 3192 0.0 -87 0.007376338453963203 0.005617278746679822 100 GTEX 100 5e-05 0.5 125 3192 0.0 -88 0.006923720183633437 0.005209547726033758 100 GTEX 100 5e-05 0.5 125 3192 0.0 -89 0.006599184188327159 0.0048782242419545185 100 GTEX 100 5e-05 0.5 125 3192 0.0 -90 0.00627179942925556 0.004667410232169207 100 GTEX 100 5e-05 0.5 125 3192 0.0 -91 0.006022712928611398 0.004456811040965663 100 GTEX 100 5e-05 0.5 125 3192 0.0 -92 0.005855332840058146 0.004308183962557139 100 GTEX 100 5e-05 0.5 125 3192 0.0 -93 0.005703450785354653 0.004189965936635043 100 GTEX 100 5e-05 0.5 125 3192 0.0 -94 0.005597544230482949 0.004071786418953776 100 GTEX 100 5e-05 0.5 125 3192 0.0 -95 0.005467323501643257 0.0039638746954755635 100 GTEX 100 5e-05 0.5 125 3192 0.0 -96 0.005394805134851039 0.0039029527515767872 100 GTEX 100 5e-05 0.5 125 3192 0.0 -97 0.005272488551916936 0.003810853110413871 100 GTEX 100 5e-05 0.5 125 3192 0.0 -98 0.005188395347472961 0.0037525045170232712 100 GTEX 100 5e-05 0.5 125 3192 0.0 -99 0.005152448954793966 0.0037433919514540033 100 GTEX 100 5e-05 0.5 125 3192 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00005lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00005lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index c3d0c16fa..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00005lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1481852788248724 0.1234117175236401 100 GTEX 100 5e-05 0.0 125 825 0.0 -1 0.11207591108029454 0.10384480932819526 100 GTEX 100 5e-05 0.0 125 825 0.0 -2 0.09887246021555661 0.09379720294090278 100 GTEX 100 5e-05 0.0 125 825 0.0 -3 0.08971750134020001 0.08471275863198727 100 GTEX 100 5e-05 0.0 125 825 0.0 -4 0.079832363777312 0.0737039264107385 100 GTEX 100 5e-05 0.0 125 825 0.0 -5 0.0699401708624551 0.06590116431957868 100 GTEX 100 5e-05 0.0 125 825 0.0 -6 0.0646776894869479 0.06249778522284765 100 GTEX 100 5e-05 0.0 125 825 0.0 -7 0.06236157568355189 0.060917739094210215 100 GTEX 100 5e-05 0.0 125 825 0.0 -8 0.061077078776238296 0.05987692764560079 100 GTEX 100 5e-05 0.0 125 825 0.0 -9 0.060093843427412835 0.0590107648176612 100 GTEX 100 5e-05 0.0 125 825 0.0 -10 0.059190895177405854 0.058208880868134846 100 GTEX 100 5e-05 0.0 125 825 0.0 -11 0.05842753547360152 0.057551559627396075 100 GTEX 100 5e-05 0.0 125 825 0.0 -12 0.05776647605640188 0.056958185331789715 100 GTEX 100 5e-05 0.0 125 825 0.0 -13 0.05718474403799707 0.0564620058856083 100 GTEX 100 5e-05 0.0 125 825 0.0 -14 0.05669891528074563 0.05601349780371434 100 GTEX 100 5e-05 0.0 125 825 0.0 -15 0.05625538341996158 0.05564662146987571 100 GTEX 100 5e-05 0.0 125 825 0.0 -16 0.05586366739005615 0.055266831141007715 100 GTEX 100 5e-05 0.0 125 825 0.0 -17 0.055489281418095726 0.0549625086920343 100 GTEX 100 5e-05 0.0 125 825 0.0 -18 0.05517933395787329 0.0546909430606057 100 GTEX 100 5e-05 0.0 125 825 0.0 -19 0.05488752582031469 0.05439059379662851 100 GTEX 100 5e-05 0.0 125 825 0.0 -20 0.05458512465314401 0.05414868564036863 100 GTEX 100 5e-05 0.0 125 825 0.0 -21 0.05427410163782562 0.05382060650523624 100 GTEX 100 5e-05 0.0 125 825 0.0 -22 0.05399514767209 0.05360515531818223 100 GTEX 100 5e-05 0.0 125 825 0.0 -23 0.053780782932390615 0.05341666747068724 100 GTEX 100 5e-05 0.0 125 825 0.0 -24 0.05358612577836113 0.053243497379492445 100 GTEX 100 5e-05 0.0 125 825 0.0 -25 0.053401345947645805 0.053080845751689865 100 GTEX 100 5e-05 0.0 125 825 0.0 -26 0.0532317297645106 0.05292061107240249 100 GTEX 100 5e-05 0.0 125 825 0.0 -27 0.05307148053559013 0.05278350902940837 100 GTEX 100 5e-05 0.0 125 825 0.0 -28 0.05292074711784977 0.05264637937960516 100 GTEX 100 5e-05 0.0 125 825 0.0 -29 0.05278091511465912 0.05252026286358616 100 GTEX 100 5e-05 0.0 125 825 0.0 -30 0.05264966339038181 0.0523994484130194 100 GTEX 100 5e-05 0.0 125 825 0.0 -31 0.05252046216748717 0.05228569932253642 100 GTEX 100 5e-05 0.0 125 825 0.0 -32 0.05229328246064129 0.05201758454224456 100 GTEX 100 5e-05 0.0 125 825 0.0 -33 0.05211847401652503 0.051909722472778294 100 GTEX 100 5e-05 0.0 125 825 0.0 -34 0.05200258167201833 0.05179814869686678 100 GTEX 100 5e-05 0.0 125 825 0.0 -35 0.05189673480831281 0.051699985555256275 100 GTEX 100 5e-05 0.0 125 825 0.0 -36 0.05176034346033996 0.051569053173745084 100 GTEX 100 5e-05 0.0 125 825 0.0 -37 0.05163924773289118 0.05141700343883989 100 GTEX 100 5e-05 0.0 125 825 0.0 -38 0.051493854211271284 0.051335051329983505 100 GTEX 100 5e-05 0.0 125 825 0.0 -39 0.05140692176002377 0.0512479348780991 100 GTEX 100 5e-05 0.0 125 825 0.0 -40 0.051323036636377675 0.05117391406809876 100 GTEX 100 5e-05 0.0 125 825 0.0 -41 0.051243718649381015 0.051099745280502415 100 GTEX 100 5e-05 0.0 125 825 0.0 -42 0.05116885341566166 0.05102365701937404 100 GTEX 100 5e-05 0.0 125 825 0.0 -43 0.05103690721731296 0.0508576642736056 100 GTEX 100 5e-05 0.0 125 825 0.0 -44 0.050915133311134134 0.05078511435835987 100 GTEX 100 5e-05 0.0 125 825 0.0 -45 0.050800584885859874 0.05066635422833519 100 GTEX 100 5e-05 0.0 125 825 0.0 -46 0.05071870685080181 0.05060065067426334 100 GTEX 100 5e-05 0.0 125 825 0.0 -47 0.05065134667459015 0.05056424193905787 100 GTEX 100 5e-05 0.0 125 825 0.0 -48 0.050557512980419994 0.050430767436444535 100 GTEX 100 5e-05 0.0 125 825 0.0 -49 0.05047296379416712 0.05037139775408538 100 GTEX 100 5e-05 0.0 125 825 0.0 -50 0.050412601448876486 0.050319237783267926 100 GTEX 100 5e-05 0.0 125 825 0.0 -51 0.05035104894160822 0.0502097908789894 100 GTEX 100 5e-05 0.0 125 825 0.0 -52 0.05023251881218327 0.05014026645188549 100 GTEX 100 5e-05 0.0 125 825 0.0 -53 0.05017427538423311 0.05008331529031235 100 GTEX 100 5e-05 0.0 125 825 0.0 -54 0.0501191613370726 0.0500308227771362 100 GTEX 100 5e-05 0.0 125 825 0.0 -55 0.05000164091360409 0.04987579516131615 100 GTEX 100 5e-05 0.0 125 825 0.0 -56 0.049855611236984176 0.04973473381463566 100 GTEX 100 5e-05 0.0 125 825 0.0 -57 0.04972868885644653 0.04961221605652639 100 GTEX 100 5e-05 0.0 125 825 0.0 -58 0.04962180264894633 0.049541126965003325 100 GTEX 100 5e-05 0.0 125 825 0.0 -59 0.04956841773775647 0.04949247049514785 100 GTEX 100 5e-05 0.0 125 825 0.0 -60 0.04946253636346846 0.04932105689957568 100 GTEX 100 5e-05 0.0 125 825 0.0 -61 0.04930843876658441 0.04922181935874682 100 GTEX 100 5e-05 0.0 125 825 0.0 -62 0.04922029138826525 0.04911812219216343 100 GTEX 100 5e-05 0.0 125 825 0.0 -63 0.04910300910044739 0.049007122946669396 100 GTEX 100 5e-05 0.0 125 825 0.0 -64 0.048977222975949065 0.0488978810608387 100 GTEX 100 5e-05 0.0 125 825 0.0 -65 0.04886967125853906 0.04874030448241379 100 GTEX 100 5e-05 0.0 125 825 0.0 -66 0.04873264236453406 0.04864890896095522 100 GTEX 100 5e-05 0.0 125 825 0.0 -67 0.0486062588816499 0.04848426863721115 100 GTEX 100 5e-05 0.0 125 825 0.0 -68 0.0483788186303537 0.04820509283261607 100 GTEX 100 5e-05 0.0 125 825 0.0 -69 0.04812058288097583 0.04801478160424831 100 GTEX 100 5e-05 0.0 125 825 0.0 -70 0.04801506937349738 0.04795171377096793 100 GTEX 100 5e-05 0.0 125 825 0.0 -71 0.04790375312648417 0.04778098611040714 100 GTEX 100 5e-05 0.0 125 825 0.0 -72 0.04773730579639698 0.047596950253946245 100 GTEX 100 5e-05 0.0 125 825 0.0 -73 0.04753192721399672 0.047432710363497756 100 GTEX 100 5e-05 0.0 125 825 0.0 -74 0.04740837230031803 0.04735826290152372 100 GTEX 100 5e-05 0.0 125 825 0.0 -75 0.0473227769732979 0.0471654506152347 100 GTEX 100 5e-05 0.0 125 825 0.0 -76 0.047123602842017845 0.04703652544279969 100 GTEX 100 5e-05 0.0 125 825 0.0 -77 0.04692419144118665 0.046743470254733084 100 GTEX 100 5e-05 0.0 125 825 0.0 -78 0.04653412338928233 0.04624688442612329 100 GTEX 100 5e-05 0.0 125 825 0.0 -79 0.04619418456481505 0.04613320260333471 100 GTEX 100 5e-05 0.0 125 825 0.0 -80 0.04596190952851438 0.04575939948171264 100 GTEX 100 5e-05 0.0 125 825 0.0 -81 0.04555371338648152 0.04535195024634495 100 GTEX 100 5e-05 0.0 125 825 0.0 -82 0.04527943475490464 0.045169610147693766 100 GTEX 100 5e-05 0.0 125 825 0.0 -83 0.04500165544359777 0.04479949653658577 100 GTEX 100 5e-05 0.0 125 825 0.0 -84 0.044670031610705145 0.044608332004270626 100 GTEX 100 5e-05 0.0 125 825 0.0 -85 0.04457998177853358 0.04447591935103837 100 GTEX 100 5e-05 0.0 125 825 0.0 -86 0.04428858896027816 0.04406634933481651 100 GTEX 100 5e-05 0.0 125 825 0.0 -87 0.04383342146434325 0.0436953716688283 100 GTEX 100 5e-05 0.0 125 825 0.0 -88 0.04360028370597854 0.04350992443726996 100 GTEX 100 5e-05 0.0 125 825 0.0 -89 0.04333502360005445 0.04310127470939785 100 GTEX 100 5e-05 0.0 125 825 0.0 -90 0.04292093523872167 0.04267203048608149 100 GTEX 100 5e-05 0.0 125 825 0.0 -91 0.04244670431478179 0.04213440215689601 100 GTEX 100 5e-05 0.0 125 825 0.0 -92 0.041961255227060644 0.04169739675159237 100 GTEX 100 5e-05 0.0 125 825 0.0 -93 0.04158851978024447 0.04148748569445465 100 GTEX 100 5e-05 0.0 125 825 0.0 -94 0.041391583617406344 0.04119501080179849 100 GTEX 100 5e-05 0.0 125 825 0.0 -95 0.0411032106409805 0.04099797732249866 100 GTEX 100 5e-05 0.0 125 825 0.0 -96 0.040792416934653124 0.04055851879228657 100 GTEX 100 5e-05 0.0 125 825 0.0 -97 0.04028113427655276 0.04010410538871025 100 GTEX 100 5e-05 0.0 125 825 0.0 -98 0.040016972969930606 0.039913930395483514 100 GTEX 100 5e-05 0.0 125 825 0.0 -99 0.039862337393041423 0.03974368794336065 100 GTEX 100 5e-05 0.0 125 825 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00005lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00005lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index e73d66e04..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00005lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.13182152984080475 0.10631991094226166 50 GTEX 100 5e-05 0.1 125 6470 0.0 -1 0.0963605734807606 0.08884496843803519 50 GTEX 100 5e-05 0.1 125 6470 0.0 -2 0.07790473720692928 0.06944866731281289 50 GTEX 100 5e-05 0.1 125 6470 0.0 -3 0.06520226904678725 0.06398811893884673 50 GTEX 100 5e-05 0.1 125 6470 0.0 -4 0.06199691167963625 0.0616063164058407 50 GTEX 100 5e-05 0.1 125 6470 0.0 -5 0.060109781322297794 0.06003652221944622 50 GTEX 100 5e-05 0.1 125 6470 0.0 -6 0.05863491017530785 0.05865826874886402 50 GTEX 100 5e-05 0.1 125 6470 0.0 -7 0.057578240873141964 0.057736251956496405 50 GTEX 100 5e-05 0.1 125 6470 0.0 -8 0.056609043644315606 0.05666099106999178 50 GTEX 100 5e-05 0.1 125 6470 0.0 -9 0.05569792653115143 0.05584338494353421 50 GTEX 100 5e-05 0.1 125 6470 0.0 -10 0.055004673009596466 0.05510282933627018 50 GTEX 100 5e-05 0.1 125 6470 0.0 -11 0.054364263856342986 0.054490494977385374 50 GTEX 100 5e-05 0.1 125 6470 0.0 -12 0.05371300259246373 0.05385849588044243 50 GTEX 100 5e-05 0.1 125 6470 0.0 -13 0.05314970341945596 0.053296681911376494 50 GTEX 100 5e-05 0.1 125 6470 0.0 -14 0.05244677774100517 0.05240477957256393 50 GTEX 100 5e-05 0.1 125 6470 0.0 -15 0.05162701879361306 0.0516683254249309 50 GTEX 100 5e-05 0.1 125 6470 0.0 -16 0.05080939359546614 0.050639916388424175 50 GTEX 100 5e-05 0.1 125 6470 0.0 -17 0.04963421565974868 0.04943733257967483 50 GTEX 100 5e-05 0.1 125 6470 0.0 -18 0.04849626579384586 0.048434360682284426 50 GTEX 100 5e-05 0.1 125 6470 0.0 -19 0.04766803105746704 0.04768856427147135 50 GTEX 100 5e-05 0.1 125 6470 0.0 -20 0.04659116489581942 0.04628141907118119 50 GTEX 100 5e-05 0.1 125 6470 0.0 -21 0.045360257488452 0.045185431101476284 50 GTEX 100 5e-05 0.1 125 6470 0.0 -22 0.044257311794398846 0.04413985324308219 50 GTEX 100 5e-05 0.1 125 6470 0.0 -23 0.04321944037790949 0.04300428407103843 50 GTEX 100 5e-05 0.1 125 6470 0.0 -24 0.042045360945186405 0.041862842240884275 50 GTEX 100 5e-05 0.1 125 6470 0.0 -25 0.0409875854938747 0.0407481309479747 50 GTEX 100 5e-05 0.1 125 6470 0.0 -26 0.0398544953736412 0.039462575143621 50 GTEX 100 5e-05 0.1 125 6470 0.0 -27 0.038647037920653916 0.03856936174342161 50 GTEX 100 5e-05 0.1 125 6470 0.0 -28 0.03794687367236714 0.037838863534675804 50 GTEX 100 5e-05 0.1 125 6470 0.0 -29 0.037023657096093995 0.03667367489109021 50 GTEX 100 5e-05 0.1 125 6470 0.0 -30 0.03576873093127285 0.03542276898207773 50 GTEX 100 5e-05 0.1 125 6470 0.0 -31 0.03472834042287923 0.0345347448404411 50 GTEX 100 5e-05 0.1 125 6470 0.0 -32 0.03382495972242793 0.033570804233050165 50 GTEX 100 5e-05 0.1 125 6470 0.0 -33 0.03291932685595638 0.03250911225256698 50 GTEX 100 5e-05 0.1 125 6470 0.0 -34 0.03178940672874828 0.031477940895598196 50 GTEX 100 5e-05 0.1 125 6470 0.0 -35 0.030805008129203056 0.030432082903872424 50 GTEX 100 5e-05 0.1 125 6470 0.0 -36 0.029900742582390498 0.029553308420789785 50 GTEX 100 5e-05 0.1 125 6470 0.0 -37 0.028951729627648214 0.028602256818529317 50 GTEX 100 5e-05 0.1 125 6470 0.0 -38 0.02802259867590421 0.027643742822393944 50 GTEX 100 5e-05 0.1 125 6470 0.0 -39 0.027237148302840093 0.02699202195716448 50 GTEX 100 5e-05 0.1 125 6470 0.0 -40 0.02662564105844849 0.02634766602272543 50 GTEX 100 5e-05 0.1 125 6470 0.0 -41 0.025973895655967964 0.025645485990627638 50 GTEX 100 5e-05 0.1 125 6470 0.0 -42 0.025242666275826504 0.0248878573389731 50 GTEX 100 5e-05 0.1 125 6470 0.0 -43 0.02451758408861722 0.024107077807018058 50 GTEX 100 5e-05 0.1 125 6470 0.0 -44 0.023637804405290952 0.023194041131453822 50 GTEX 100 5e-05 0.1 125 6470 0.0 -45 0.022887280999235333 0.022491757619856882 50 GTEX 100 5e-05 0.1 125 6470 0.0 -46 0.022148553103962493 0.02178380836665404 50 GTEX 100 5e-05 0.1 125 6470 0.0 -47 0.021532612711779857 0.021168238433793243 50 GTEX 100 5e-05 0.1 125 6470 0.0 -48 0.02089164067275001 0.020432342729131078 50 GTEX 100 5e-05 0.1 125 6470 0.0 -49 0.020111503132853197 0.019591770056960927 50 GTEX 100 5e-05 0.1 125 6470 0.0 -50 0.019107819942408646 0.01838228057630842 50 GTEX 100 5e-05 0.1 125 6470 0.0 -51 0.017971850035638736 0.017329659985782075 50 GTEX 100 5e-05 0.1 125 6470 0.0 -52 0.017020087208891223 0.016436048774509035 50 GTEX 100 5e-05 0.1 125 6470 0.0 -53 0.016236841523480934 0.01565181604717564 50 GTEX 100 5e-05 0.1 125 6470 0.0 -54 0.015473265373797795 0.014915949974860641 50 GTEX 100 5e-05 0.1 125 6470 0.0 -55 0.014633285664683053 0.013760175070806829 50 GTEX 100 5e-05 0.1 125 6470 0.0 -56 0.012251995744135848 0.009098932850829718 50 GTEX 100 5e-05 0.1 125 6470 0.0 -57 0.007261856774867109 0.005289270256614107 50 GTEX 100 5e-05 0.1 125 6470 0.0 -58 0.005051969122566583 0.003936323887905807 50 GTEX 100 5e-05 0.1 125 6470 0.0 -59 0.004179432749015528 0.0033008844782899316 50 GTEX 100 5e-05 0.1 125 6470 0.0 -60 0.00371506240681637 0.0029419924844297164 50 GTEX 100 5e-05 0.1 125 6470 0.0 -61 0.0034095869929409413 0.002721870195000174 50 GTEX 100 5e-05 0.1 125 6470 0.0 -62 0.003201753166888361 0.0025381858216265763 50 GTEX 100 5e-05 0.1 125 6470 0.0 -63 0.003062536399674764 0.002401296726601489 50 GTEX 100 5e-05 0.1 125 6470 0.0 -64 0.002937168695797566 0.002301728840255154 50 GTEX 100 5e-05 0.1 125 6470 0.0 -65 0.0028503749028347598 0.002196514327211851 50 GTEX 100 5e-05 0.1 125 6470 0.0 -66 0.0027534441877928944 0.0021222129120215235 50 GTEX 100 5e-05 0.1 125 6470 0.0 -67 0.002683945881814517 0.002066642690464118 50 GTEX 100 5e-05 0.1 125 6470 0.0 -68 0.0026207249581365615 0.0020163756090981226 50 GTEX 100 5e-05 0.1 125 6470 0.0 -69 0.002555625224094458 0.0019582046595129393 50 GTEX 100 5e-05 0.1 125 6470 0.0 -70 0.0025145322003955572 0.0019186086602555057 50 GTEX 100 5e-05 0.1 125 6470 0.0 -71 0.002478806667613816 0.0018822738436889965 50 GTEX 100 5e-05 0.1 125 6470 0.0 -72 0.002454324728235078 0.0018518245303135775 50 GTEX 100 5e-05 0.1 125 6470 0.0 -73 0.002405886658394259 0.0018239769333895622 50 GTEX 100 5e-05 0.1 125 6470 0.0 -74 0.002397208567246365 0.0017949959412376492 50 GTEX 100 5e-05 0.1 125 6470 0.0 -75 0.002357760977774805 0.0017785362984733691 50 GTEX 100 5e-05 0.1 125 6470 0.0 -76 0.002342999478715711 0.001758545236316768 50 GTEX 100 5e-05 0.1 125 6470 0.0 -77 0.002312704376554469 0.0017342766533966951 50 GTEX 100 5e-05 0.1 125 6470 0.0 -78 0.0022822104870229864 0.0017121367279560563 50 GTEX 100 5e-05 0.1 125 6470 0.0 -79 0.00226968548559101 0.0016912935065289698 50 GTEX 100 5e-05 0.1 125 6470 0.0 -80 0.0022535102790993034 0.0016809288105137732 50 GTEX 100 5e-05 0.1 125 6470 0.0 -81 0.0022234249699892685 0.0016595262951330909 50 GTEX 100 5e-05 0.1 125 6470 0.0 -82 0.0022133417631718553 0.0016500317467688212 50 GTEX 100 5e-05 0.1 125 6470 0.0 -83 0.0021927619477480355 0.0016499623895743188 50 GTEX 100 5e-05 0.1 125 6470 0.0 -84 0.0021821544526314657 0.001619040401441757 50 GTEX 100 5e-05 0.1 125 6470 0.0 -85 0.002175200271024809 0.0016036988831365998 50 GTEX 100 5e-05 0.1 125 6470 0.0 -86 0.0021576873505189174 0.001603470073469309 50 GTEX 100 5e-05 0.1 125 6470 0.0 -87 0.00213783707175952 0.0015942244263748308 50 GTEX 100 5e-05 0.1 125 6470 0.0 -88 0.0021468857426969177 0.0015753494472041047 50 GTEX 100 5e-05 0.1 125 6470 0.0 -89 0.0021232386070033182 0.0015626788257086515 50 GTEX 100 5e-05 0.1 125 6470 0.0 -90 0.002107633298186811 0.0015628838501321753 50 GTEX 100 5e-05 0.1 125 6470 0.0 -91 0.002099578478071082 0.0015590546441090934 50 GTEX 100 5e-05 0.1 125 6470 0.0 -92 0.0020841855512585858 0.0015449483594290572 50 GTEX 100 5e-05 0.1 125 6470 0.0 -93 0.002083711611215008 0.001530319105474342 50 GTEX 100 5e-05 0.1 125 6470 0.0 -94 0.00205900539299059 0.0015210896033701618 50 GTEX 100 5e-05 0.1 125 6470 0.0 -95 0.0020633519533106723 0.00152454670131766 50 GTEX 100 5e-05 0.1 125 6470 0.0 -96 0.002055391562904671 0.0015160617203462316 50 GTEX 100 5e-05 0.1 125 6470 0.0 -97 0.0020408581386644835 0.0015049292216831713 50 GTEX 100 5e-05 0.1 125 6470 0.0 -98 0.0020410611292832697 0.0014942702841714817 50 GTEX 100 5e-05 0.1 125 6470 0.0 -99 0.002035767732912544 0.0014963440790492688 50 GTEX 100 5e-05 0.1 125 6470 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00005lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00005lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 0ba412575..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00005lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.13318992064884275 0.10562910932778406 50 GTEX 100 5e-05 0.5 125 7978 0.0 -1 0.09911189926763617 0.0902972926205102 50 GTEX 100 5e-05 0.5 125 7978 0.0 -2 0.08340855764432305 0.07207000880243661 50 GTEX 100 5e-05 0.5 125 7978 0.0 -3 0.06780420951651485 0.06315154571638588 50 GTEX 100 5e-05 0.5 125 7978 0.0 -4 0.0626930510112706 0.06109487088290911 50 GTEX 100 5e-05 0.5 125 7978 0.0 -5 0.06078822888513421 0.059580904081067206 50 GTEX 100 5e-05 0.5 125 7978 0.0 -6 0.05927334695793173 0.05825097385099859 50 GTEX 100 5e-05 0.5 125 7978 0.0 -7 0.05789346328973015 0.05699776668993919 50 GTEX 100 5e-05 0.5 125 7978 0.0 -8 0.056758813154701195 0.05579601556147686 50 GTEX 100 5e-05 0.5 125 7978 0.0 -9 0.05555457451426141 0.054761168125577755 50 GTEX 100 5e-05 0.5 125 7978 0.0 -10 0.0545095846460672 0.05378534941590558 50 GTEX 100 5e-05 0.5 125 7978 0.0 -11 0.053726384176776165 0.0529753431224551 50 GTEX 100 5e-05 0.5 125 7978 0.0 -12 0.05284681392602801 0.05213887501550491 50 GTEX 100 5e-05 0.5 125 7978 0.0 -13 0.05209186140755181 0.05143147131902637 50 GTEX 100 5e-05 0.5 125 7978 0.0 -14 0.05141929623431725 0.05064792511807648 50 GTEX 100 5e-05 0.5 125 7978 0.0 -15 0.05064889806099145 0.04989434987618216 50 GTEX 100 5e-05 0.5 125 7978 0.0 -16 0.04990698644869542 0.04917943892653451 50 GTEX 100 5e-05 0.5 125 7978 0.0 -17 0.049119784432091786 0.04831303860779724 50 GTEX 100 5e-05 0.5 125 7978 0.0 -18 0.048386383354286085 0.04762637824131735 50 GTEX 100 5e-05 0.5 125 7978 0.0 -19 0.04773055855902936 0.04709000958434303 50 GTEX 100 5e-05 0.5 125 7978 0.0 -20 0.04711450397255265 0.04611115642033602 50 GTEX 100 5e-05 0.5 125 7978 0.0 -21 0.04593158944783309 0.04498467823851698 50 GTEX 100 5e-05 0.5 125 7978 0.0 -22 0.04506866639322397 0.044312212828674244 50 GTEX 100 5e-05 0.5 125 7978 0.0 -23 0.044428874918443544 0.04355728419448033 50 GTEX 100 5e-05 0.5 125 7978 0.0 -24 0.043625079484931314 0.04272720216288313 50 GTEX 100 5e-05 0.5 125 7978 0.0 -25 0.04266489159701064 0.041610469106768924 50 GTEX 100 5e-05 0.5 125 7978 0.0 -26 0.04154926402748317 0.040591593258111194 50 GTEX 100 5e-05 0.5 125 7978 0.0 -27 0.04057915036661881 0.03953730144286564 50 GTEX 100 5e-05 0.5 125 7978 0.0 -28 0.03950634934665271 0.03846136175322669 50 GTEX 100 5e-05 0.5 125 7978 0.0 -29 0.038418065965115815 0.037300721745753926 50 GTEX 100 5e-05 0.5 125 7978 0.0 -30 0.03720590007061803 0.0361960830004043 50 GTEX 100 5e-05 0.5 125 7978 0.0 -31 0.03605260237070806 0.034883252298990586 50 GTEX 100 5e-05 0.5 125 7978 0.0 -32 0.03480642126091836 0.033704374722088246 50 GTEX 100 5e-05 0.5 125 7978 0.0 -33 0.03365626922021877 0.03258544709816745 50 GTEX 100 5e-05 0.5 125 7978 0.0 -34 0.03253477229488347 0.03145876603675546 50 GTEX 100 5e-05 0.5 125 7978 0.0 -35 0.03145097251035123 0.030330847938166147 50 GTEX 100 5e-05 0.5 125 7978 0.0 -36 0.030190156417596526 0.028969952305460157 50 GTEX 100 5e-05 0.5 125 7978 0.0 -37 0.028857734817919048 0.0277271848844768 50 GTEX 100 5e-05 0.5 125 7978 0.0 -38 0.027750655598493806 0.02667306835263854 50 GTEX 100 5e-05 0.5 125 7978 0.0 -39 0.02676711343087156 0.025727008589801908 50 GTEX 100 5e-05 0.5 125 7978 0.0 -40 0.02576860832429189 0.02470982966753353 50 GTEX 100 5e-05 0.5 125 7978 0.0 -41 0.024750445251752195 0.023598902986275153 50 GTEX 100 5e-05 0.5 125 7978 0.0 -42 0.023550979240790672 0.022336994198650234 50 GTEX 100 5e-05 0.5 125 7978 0.0 -43 0.022347714413940005 0.02116291624752401 50 GTEX 100 5e-05 0.5 125 7978 0.0 -44 0.021152431939989155 0.019931728215073677 50 GTEX 100 5e-05 0.5 125 7978 0.0 -45 0.020030040047009 0.01892355027406728 50 GTEX 100 5e-05 0.5 125 7978 0.0 -46 0.01884166683182805 0.017506205211234183 50 GTEX 100 5e-05 0.5 125 7978 0.0 -47 0.017064405643268343 0.015048073866748085 50 GTEX 100 5e-05 0.5 125 7978 0.0 -48 0.013789340865496182 0.010787968831880464 50 GTEX 100 5e-05 0.5 125 7978 0.0 -49 0.010385497758174643 0.008099452087818556 50 GTEX 100 5e-05 0.5 125 7978 0.0 -50 0.008406181743200677 0.006569639112120459 50 GTEX 100 5e-05 0.5 125 7978 0.0 -51 0.00726665085152278 0.00564502146955537 50 GTEX 100 5e-05 0.5 125 7978 0.0 -52 0.0065319281723852 0.00512561954189616 50 GTEX 100 5e-05 0.5 125 7978 0.0 -53 0.006116429327686006 0.0047505743728114905 50 GTEX 100 5e-05 0.5 125 7978 0.0 -54 0.005760680773745334 0.0044763149430677865 50 GTEX 100 5e-05 0.5 125 7978 0.0 -55 0.005559692375721581 0.004283248182623417 50 GTEX 100 5e-05 0.5 125 7978 0.0 -56 0.0053919673677161216 0.004126897798373077 50 GTEX 100 5e-05 0.5 125 7978 0.0 -57 0.00520769871686339 0.004054255548956673 50 GTEX 100 5e-05 0.5 125 7978 0.0 -58 0.00509669013620265 0.0038996111179308915 50 GTEX 100 5e-05 0.5 125 7978 0.0 -59 0.004975305923790108 0.0038426985013380135 50 GTEX 100 5e-05 0.5 125 7978 0.0 -60 0.004906596589693411 0.0037513430749983334 50 GTEX 100 5e-05 0.5 125 7978 0.0 -61 0.004831371015592743 0.003646465656683982 50 GTEX 100 5e-05 0.5 125 7978 0.0 -62 0.004744586992761536 0.003621615655366119 50 GTEX 100 5e-05 0.5 125 7978 0.0 -63 0.00465288511743517 0.0035660133901593972 50 GTEX 100 5e-05 0.5 125 7978 0.0 -64 0.004620814477560311 0.003507821314291809 50 GTEX 100 5e-05 0.5 125 7978 0.0 -65 0.004576488889352839 0.0034598713141366726 50 GTEX 100 5e-05 0.5 125 7978 0.0 -66 0.004544112493630428 0.003458863763429026 50 GTEX 100 5e-05 0.5 125 7978 0.0 -67 0.004509154528739889 0.0033544016477010945 50 GTEX 100 5e-05 0.5 125 7978 0.0 -68 0.004460048699186623 0.003320866009882676 50 GTEX 100 5e-05 0.5 125 7978 0.0 -69 0.004433994717896772 0.003306389793827988 50 GTEX 100 5e-05 0.5 125 7978 0.0 -70 0.004413579824949483 0.0032949285805685723 50 GTEX 100 5e-05 0.5 125 7978 0.0 -71 0.004347850675871229 0.0032534463270903766 50 GTEX 100 5e-05 0.5 125 7978 0.0 -72 0.004319530394976187 0.0032334154185807125 50 GTEX 100 5e-05 0.5 125 7978 0.0 -73 0.004298725287683109 0.003196427478196503 50 GTEX 100 5e-05 0.5 125 7978 0.0 -74 0.004252942315527774 0.0031820013047950237 50 GTEX 100 5e-05 0.5 125 7978 0.0 -75 0.004276808348179471 0.0031168782882597793 50 GTEX 100 5e-05 0.5 125 7978 0.0 -76 0.004207323301472167 0.0031526448398106113 50 GTEX 100 5e-05 0.5 125 7978 0.0 -77 0.004183926307836794 0.0030829983895304595 50 GTEX 100 5e-05 0.5 125 7978 0.0 -78 0.004174187805471536 0.003055994208555088 50 GTEX 100 5e-05 0.5 125 7978 0.0 -79 0.004191030119518704 0.0030709085262295554 50 GTEX 100 5e-05 0.5 125 7978 0.0 -80 0.0041437815637040964 0.0030451742786127976 50 GTEX 100 5e-05 0.5 125 7978 0.0 -81 0.004096292281318529 0.0030100108876810216 50 GTEX 100 5e-05 0.5 125 7978 0.0 -82 0.0041077057642353995 0.0029990355871058294 50 GTEX 100 5e-05 0.5 125 7978 0.0 -83 0.004086483092681502 0.003057050044177376 50 GTEX 100 5e-05 0.5 125 7978 0.0 -84 0.004071580128679513 0.002956340515927656 50 GTEX 100 5e-05 0.5 125 7978 0.0 -85 0.004077533288369215 0.0030086123072028785 50 GTEX 100 5e-05 0.5 125 7978 0.0 -86 0.004045261321383746 0.0029687552707103352 50 GTEX 100 5e-05 0.5 125 7978 0.0 -87 0.004037612190624942 0.0029603146333530717 50 GTEX 100 5e-05 0.5 125 7978 0.0 -88 0.004032073380155827 0.0029861913454371854 50 GTEX 100 5e-05 0.5 125 7978 0.0 -89 0.003985996505069867 0.0029362649081395267 50 GTEX 100 5e-05 0.5 125 7978 0.0 -90 0.004011269130034653 0.0029087138737148178 50 GTEX 100 5e-05 0.5 125 7978 0.0 -91 0.0039843570813261195 0.002910696042652026 50 GTEX 100 5e-05 0.5 125 7978 0.0 -92 0.003989002544151917 0.002898271606142629 50 GTEX 100 5e-05 0.5 125 7978 0.0 -93 0.003943924270719809 0.002903568912509956 50 GTEX 100 5e-05 0.5 125 7978 0.0 -94 0.003946285242948878 0.0028923088759927524 50 GTEX 100 5e-05 0.5 125 7978 0.0 -95 0.003936480190443589 0.0028669015250342256 50 GTEX 100 5e-05 0.5 125 7978 0.0 -96 0.003933359182260602 0.002872445860951997 50 GTEX 100 5e-05 0.5 125 7978 0.0 -97 0.003931301599993138 0.0028648708215312673 50 GTEX 100 5e-05 0.5 125 7978 0.0 -98 0.0038944184969002156 0.002882520596057658 50 GTEX 100 5e-05 0.5 125 7978 0.0 -99 0.003887663583671693 0.002831932250233261 50 GTEX 100 5e-05 0.5 125 7978 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00005lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00005lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 6f9637358..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.00005lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.13100862121668916 0.10415451404259686 50 GTEX 100 5e-05 0.0 125 6614 0.0 -1 0.09552084842506528 0.08532805220992393 50 GTEX 100 5e-05 0.0 125 6614 0.0 -2 0.07559721605023727 0.06595595855931592 50 GTEX 100 5e-05 0.0 125 6614 0.0 -3 0.06408556260139434 0.061664869626382006 50 GTEX 100 5e-05 0.0 125 6614 0.0 -4 0.06131050396001149 0.05971737936875666 50 GTEX 100 5e-05 0.0 125 6614 0.0 -5 0.05946708625701736 0.058183331913651166 50 GTEX 100 5e-05 0.0 125 6614 0.0 -6 0.058027004800068734 0.057090015543674336 50 GTEX 100 5e-05 0.0 125 6614 0.0 -7 0.057003387183602615 0.05623942344474248 50 GTEX 100 5e-05 0.0 125 6614 0.0 -8 0.05615685415732907 0.05559188568036819 50 GTEX 100 5e-05 0.0 125 6614 0.0 -9 0.05552798947526961 0.055025674388549176 50 GTEX 100 5e-05 0.0 125 6614 0.0 -10 0.05497699952199843 0.05458952805926818 50 GTEX 100 5e-05 0.0 125 6614 0.0 -11 0.05453912933356371 0.05420255368511713 50 GTEX 100 5e-05 0.0 125 6614 0.0 -12 0.05412035959308334 0.05379746537726415 50 GTEX 100 5e-05 0.0 125 6614 0.0 -13 0.053699772245021135 0.053427072553523594 50 GTEX 100 5e-05 0.0 125 6614 0.0 -14 0.05338364643471425 0.05315298745727358 50 GTEX 100 5e-05 0.0 125 6614 0.0 -15 0.05306046754924526 0.052842882911571985 50 GTEX 100 5e-05 0.0 125 6614 0.0 -16 0.0528061095964755 0.052615216809250555 50 GTEX 100 5e-05 0.0 125 6614 0.0 -17 0.052586575234793834 0.05241436487198329 50 GTEX 100 5e-05 0.0 125 6614 0.0 -18 0.052364547893261726 0.052153697896026384 50 GTEX 100 5e-05 0.0 125 6614 0.0 -19 0.05211603781164127 0.0519381647313389 50 GTEX 100 5e-05 0.0 125 6614 0.0 -20 0.051897616581024285 0.05175083135555679 50 GTEX 100 5e-05 0.0 125 6614 0.0 -21 0.051709977040478326 0.05155808601117633 50 GTEX 100 5e-05 0.0 125 6614 0.0 -22 0.05150986555855541 0.05129094118032845 50 GTEX 100 5e-05 0.0 125 6614 0.0 -23 0.051243304435820494 0.05110065938600342 50 GTEX 100 5e-05 0.0 125 6614 0.0 -24 0.05108232850731647 0.05096058135306881 50 GTEX 100 5e-05 0.0 125 6614 0.0 -25 0.05095838961643315 0.05084007078987111 50 GTEX 100 5e-05 0.0 125 6614 0.0 -26 0.05075446047220158 0.05060292934793483 50 GTEX 100 5e-05 0.0 125 6614 0.0 -27 0.050392667832093264 0.050156448971295994 50 GTEX 100 5e-05 0.0 125 6614 0.0 -28 0.05011998797729777 0.04996236260739569 50 GTEX 100 5e-05 0.0 125 6614 0.0 -29 0.04992383247782641 0.04981005902865994 50 GTEX 100 5e-05 0.0 125 6614 0.0 -30 0.049723611538004975 0.049524180973550665 50 GTEX 100 5e-05 0.0 125 6614 0.0 -31 0.04952938113650034 0.049420155747705086 50 GTEX 100 5e-05 0.0 125 6614 0.0 -32 0.049355352802092516 0.04907760915024199 50 GTEX 100 5e-05 0.0 125 6614 0.0 -33 0.04904172942750656 0.04887166545644912 50 GTEX 100 5e-05 0.0 125 6614 0.0 -34 0.04876830884200083 0.04859606626340872 50 GTEX 100 5e-05 0.0 125 6614 0.0 -35 0.04858437195511558 0.04839700365531127 50 GTEX 100 5e-05 0.0 125 6614 0.0 -36 0.0483793349177341 0.04818631142746133 50 GTEX 100 5e-05 0.0 125 6614 0.0 -37 0.048036550791538464 0.047712284115500776 50 GTEX 100 5e-05 0.0 125 6614 0.0 -38 0.04757503646181833 0.04724815230065879 50 GTEX 100 5e-05 0.0 125 6614 0.0 -39 0.04705701901677658 0.04670430348031648 50 GTEX 100 5e-05 0.0 125 6614 0.0 -40 0.04644046363984379 0.046273568864670996 50 GTEX 100 5e-05 0.0 125 6614 0.0 -41 0.0462229988837086 0.04601100355585038 50 GTEX 100 5e-05 0.0 125 6614 0.0 -42 0.045871427377328404 0.04559285725562518 50 GTEX 100 5e-05 0.0 125 6614 0.0 -43 0.04543314557009014 0.044975515979097824 50 GTEX 100 5e-05 0.0 125 6614 0.0 -44 0.04493248268168605 0.04469870541513873 50 GTEX 100 5e-05 0.0 125 6614 0.0 -45 0.04450957367344833 0.04406979722555146 50 GTEX 100 5e-05 0.0 125 6614 0.0 -46 0.04378622573872888 0.043300349166184776 50 GTEX 100 5e-05 0.0 125 6614 0.0 -47 0.04310012105791373 0.042756424260683386 50 GTEX 100 5e-05 0.0 125 6614 0.0 -48 0.04246828186160359 0.04217069055672607 50 GTEX 100 5e-05 0.0 125 6614 0.0 -49 0.042004343179301774 0.041814062914354265 50 GTEX 100 5e-05 0.0 125 6614 0.0 -50 0.04169684590983695 0.041282763357624805 50 GTEX 100 5e-05 0.0 125 6614 0.0 -51 0.041267645683521655 0.04105281262541678 50 GTEX 100 5e-05 0.0 125 6614 0.0 -52 0.04085879266384827 0.04055087812273221 50 GTEX 100 5e-05 0.0 125 6614 0.0 -53 0.040340557441019366 0.03993423691748893 50 GTEX 100 5e-05 0.0 125 6614 0.0 -54 0.03964442073955724 0.03935688855870142 50 GTEX 100 5e-05 0.0 125 6614 0.0 -55 0.03916107813842548 0.03881946791799123 50 GTEX 100 5e-05 0.0 125 6614 0.0 -56 0.03843735855572879 0.0379498221206801 50 GTEX 100 5e-05 0.0 125 6614 0.0 -57 0.037685359190994826 0.03712545669577421 50 GTEX 100 5e-05 0.0 125 6614 0.0 -58 0.036913885457457545 0.036503491158324505 50 GTEX 100 5e-05 0.0 125 6614 0.0 -59 0.03633101597259902 0.0360289305774318 50 GTEX 100 5e-05 0.0 125 6614 0.0 -60 0.03578562727248176 0.03537332219825951 50 GTEX 100 5e-05 0.0 125 6614 0.0 -61 0.03512060018383211 0.03481268213474025 50 GTEX 100 5e-05 0.0 125 6614 0.0 -62 0.03464041797780079 0.0343464385831424 50 GTEX 100 5e-05 0.0 125 6614 0.0 -63 0.03413173507061279 0.033855787928113466 50 GTEX 100 5e-05 0.0 125 6614 0.0 -64 0.0335906410458581 0.03322979059608604 50 GTEX 100 5e-05 0.0 125 6614 0.0 -65 0.03286193833313863 0.032348757269774556 50 GTEX 100 5e-05 0.0 125 6614 0.0 -66 0.03181897016035361 0.031254112642584195 50 GTEX 100 5e-05 0.0 125 6614 0.0 -67 0.030806616239082076 0.030292754273989128 50 GTEX 100 5e-05 0.0 125 6614 0.0 -68 0.030094444592370897 0.029899499453462576 50 GTEX 100 5e-05 0.0 125 6614 0.0 -69 0.029613059396173102 0.029215974991737437 50 GTEX 100 5e-05 0.0 125 6614 0.0 -70 0.028936902855193274 0.028667718611176025 50 GTEX 100 5e-05 0.0 125 6614 0.0 -71 0.0284267353863736 0.028122027397524042 50 GTEX 100 5e-05 0.0 125 6614 0.0 -72 0.02779267068896838 0.027514569719849658 50 GTEX 100 5e-05 0.0 125 6614 0.0 -73 0.027384598928424892 0.027123734018563543 50 GTEX 100 5e-05 0.0 125 6614 0.0 -74 0.02703512129982302 0.026818608893471072 50 GTEX 100 5e-05 0.0 125 6614 0.0 -75 0.026699747933912797 0.026479461120561956 50 GTEX 100 5e-05 0.0 125 6614 0.0 -76 0.026253819386149655 0.025890662317153618 50 GTEX 100 5e-05 0.0 125 6614 0.0 -77 0.02569979667196093 0.02538053328773368 50 GTEX 100 5e-05 0.0 125 6614 0.0 -78 0.025182712293694627 0.024806728264309835 50 GTEX 100 5e-05 0.0 125 6614 0.0 -79 0.024627731023788187 0.024302365828461292 50 GTEX 100 5e-05 0.0 125 6614 0.0 -80 0.02404812589705658 0.023794062389592027 50 GTEX 100 5e-05 0.0 125 6614 0.0 -81 0.02366643276246993 0.02337432075504341 50 GTEX 100 5e-05 0.0 125 6614 0.0 -82 0.023329353947092086 0.023145134178319586 50 GTEX 100 5e-05 0.0 125 6614 0.0 -83 0.022941029730452724 0.022553664950845133 50 GTEX 100 5e-05 0.0 125 6614 0.0 -84 0.02228993380795824 0.0219597288517161 50 GTEX 100 5e-05 0.0 125 6614 0.0 -85 0.021764652346683566 0.021500050040677246 50 GTEX 100 5e-05 0.0 125 6614 0.0 -86 0.021329174358706623 0.021064227489407526 50 GTEX 100 5e-05 0.0 125 6614 0.0 -87 0.02096904682026401 0.020770762048435074 50 GTEX 100 5e-05 0.0 125 6614 0.0 -88 0.020544958461142522 0.020338089336347218 50 GTEX 100 5e-05 0.0 125 6614 0.0 -89 0.02000516977936763 0.01956619395247657 50 GTEX 100 5e-05 0.0 125 6614 0.0 -90 0.01930268238208778 0.018982059984492712 50 GTEX 100 5e-05 0.0 125 6614 0.0 -91 0.018831836067756326 0.018568459813245803 50 GTEX 100 5e-05 0.0 125 6614 0.0 -92 0.018378842908118184 0.018044147537773326 50 GTEX 100 5e-05 0.0 125 6614 0.0 -93 0.01773570042630429 0.01739363250864436 50 GTEX 100 5e-05 0.0 125 6614 0.0 -94 0.01710012604270866 0.01680296162292078 50 GTEX 100 5e-05 0.0 125 6614 0.0 -95 0.016528640954496618 0.016204577555504588 50 GTEX 100 5e-05 0.0 125 6614 0.0 -96 0.015907535658232625 0.015320772110367682 50 GTEX 100 5e-05 0.0 125 6614 0.0 -97 0.014539614332295041 0.013106186550195567 50 GTEX 100 5e-05 0.0 125 6614 0.0 -98 0.008427208117051482 0.004101933363449721 50 GTEX 100 5e-05 0.0 125 6614 0.0 -99 0.0032503091544935996 0.002636515115787888 50 GTEX 100 5e-05 0.0 125 6614 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.0005lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.0005lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index ec81151ad..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.0005lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.0990664543611731 0.06437557155245158 100 GTEX 100 0.0005 0.1 125 7708 0.0 -1 0.05714125425021714 0.05370901957040957 100 GTEX 100 0.0005 0.1 125 7708 0.0 -2 0.051291426035177244 0.04927634362825423 100 GTEX 100 0.0005 0.1 125 7708 0.0 -3 0.04662537888232337 0.04355958774119276 100 GTEX 100 0.0005 0.1 125 7708 0.0 -4 0.026256491571912323 0.0071049973956475694 100 GTEX 100 0.0005 0.1 125 7708 0.0 -5 0.005656261206892289 0.004265274691391921 100 GTEX 100 0.0005 0.1 125 7708 0.0 -6 0.0044212455620151634 0.003509795805793468 100 GTEX 100 0.0005 0.1 125 7708 0.0 -7 0.003959675289980112 0.003132933719763568 100 GTEX 100 0.0005 0.1 125 7708 0.0 -8 0.003662749243509825 0.0028874004797960415 100 GTEX 100 0.0005 0.1 125 7708 0.0 -9 0.0034516066959806775 0.0026610300392833157 100 GTEX 100 0.0005 0.1 125 7708 0.0 -10 0.0033210392183437984 0.0025172414127099876 100 GTEX 100 0.0005 0.1 125 7708 0.0 -11 0.0031867214317511353 0.0023961548043676993 100 GTEX 100 0.0005 0.1 125 7708 0.0 -12 0.0031260368693118252 0.0023306504382394227 100 GTEX 100 0.0005 0.1 125 7708 0.0 -13 0.0029820006828095236 0.0022545100832464236 100 GTEX 100 0.0005 0.1 125 7708 0.0 -14 0.002932750238889709 0.0021918622888412198 100 GTEX 100 0.0005 0.1 125 7708 0.0 -15 0.0028902674075397066 0.002111045660065069 100 GTEX 100 0.0005 0.1 125 7708 0.0 -16 0.0028214190411831493 0.0020709364177453767 100 GTEX 100 0.0005 0.1 125 7708 0.0 -17 0.002792283378126718 0.0020681707703724445 100 GTEX 100 0.0005 0.1 125 7708 0.0 -18 0.0027910404064601757 0.0020222877592252064 100 GTEX 100 0.0005 0.1 125 7708 0.0 -19 0.002734062349237049 0.001990983618543742 100 GTEX 100 0.0005 0.1 125 7708 0.0 -20 0.0026732285242540314 0.0019485668306674512 100 GTEX 100 0.0005 0.1 125 7708 0.0 -21 0.0026522229453990495 0.001933017306511393 100 GTEX 100 0.0005 0.1 125 7708 0.0 -22 0.002623790932405676 0.0019091921854063076 100 GTEX 100 0.0005 0.1 125 7708 0.0 -23 0.0026015920720310172 0.0018856747207823192 100 GTEX 100 0.0005 0.1 125 7708 0.0 -24 0.002600447703047633 0.0018899175674856388 100 GTEX 100 0.0005 0.1 125 7708 0.0 -25 0.0025788420349224933 0.0018786629807990144 100 GTEX 100 0.0005 0.1 125 7708 0.0 -26 0.002527700457485847 0.00183359451614986 100 GTEX 100 0.0005 0.1 125 7708 0.0 -27 0.0025384574444106494 0.0018267375178026043 100 GTEX 100 0.0005 0.1 125 7708 0.0 -28 0.0024802695418100753 0.0018089987986505088 100 GTEX 100 0.0005 0.1 125 7708 0.0 -29 0.0025087786665074336 0.0018063603586981165 100 GTEX 100 0.0005 0.1 125 7708 0.0 -30 0.002497095706652969 0.0018205167150245306 100 GTEX 100 0.0005 0.1 125 7708 0.0 -31 0.0025094194854001213 0.0017900755137608814 100 GTEX 100 0.0005 0.1 125 7708 0.0 -32 0.0024726923984152074 0.0017789639289111975 100 GTEX 100 0.0005 0.1 125 7708 0.0 -33 0.002436008076150542 0.0017399154581349103 100 GTEX 100 0.0005 0.1 125 7708 0.0 -34 0.0024297547572795777 0.0017304246286426036 100 GTEX 100 0.0005 0.1 125 7708 0.0 -35 0.002438638153678475 0.0017145842852906638 100 GTEX 100 0.0005 0.1 125 7708 0.0 -36 0.0023924692991996632 0.0017644946026074003 100 GTEX 100 0.0005 0.1 125 7708 0.0 -37 0.0023952501669718524 0.0016973430318262131 100 GTEX 100 0.0005 0.1 125 7708 0.0 -38 0.002386962852780269 0.0016710987171165276 100 GTEX 100 0.0005 0.1 125 7708 0.0 -39 0.002335094082381431 0.0016689851743739255 100 GTEX 100 0.0005 0.1 125 7708 0.0 -40 0.002328552505204276 0.0016639953901452992 100 GTEX 100 0.0005 0.1 125 7708 0.0 -41 0.0022980951567539427 0.0016386929550650795 100 GTEX 100 0.0005 0.1 125 7708 0.0 -42 0.002306472528692415 0.0016420648819253471 100 GTEX 100 0.0005 0.1 125 7708 0.0 -43 0.0022937522287345465 0.0016508287517353892 100 GTEX 100 0.0005 0.1 125 7708 0.0 -44 0.0022942761088484073 0.0016319877822164573 100 GTEX 100 0.0005 0.1 125 7708 0.0 -45 0.0022588383261886807 0.0016236085557120325 100 GTEX 100 0.0005 0.1 125 7708 0.0 -46 0.002253072881637104 0.0016028359935162128 100 GTEX 100 0.0005 0.1 125 7708 0.0 -47 0.00223575057869625 0.001627041023408732 100 GTEX 100 0.0005 0.1 125 7708 0.0 -48 0.0022311822353953026 0.0015958131794700887 100 GTEX 100 0.0005 0.1 125 7708 0.0 -49 0.0022432425008862234 0.0016151722153195467 100 GTEX 100 0.0005 0.1 125 7708 0.0 -50 0.00222875481764874 0.0015995040028657012 100 GTEX 100 0.0005 0.1 125 7708 0.0 -51 0.002220027027598545 0.0016281401398573992 100 GTEX 100 0.0005 0.1 125 7708 0.0 -52 0.002218319196135964 0.0015819237683457057 100 GTEX 100 0.0005 0.1 125 7708 0.0 -53 0.0022032274622609833 0.0015796555167226964 100 GTEX 100 0.0005 0.1 125 7708 0.0 -54 0.0021975293912538897 0.0016008368379015036 100 GTEX 100 0.0005 0.1 125 7708 0.0 -55 0.0021918519881904265 0.0015879083206140553 100 GTEX 100 0.0005 0.1 125 7708 0.0 -56 0.002198645850908933 0.0015673263028561503 100 GTEX 100 0.0005 0.1 125 7708 0.0 -57 0.0021791713548320706 0.00162669811034823 100 GTEX 100 0.0005 0.1 125 7708 0.0 -58 0.002180383388256827 0.0015624435082920774 100 GTEX 100 0.0005 0.1 125 7708 0.0 -59 0.0021820188302940635 0.00154734669145225 100 GTEX 100 0.0005 0.1 125 7708 0.0 -60 0.0021768818158413175 0.0015647177807561797 100 GTEX 100 0.0005 0.1 125 7708 0.0 -61 0.0021689057066984294 0.0015547664720076402 100 GTEX 100 0.0005 0.1 125 7708 0.0 -62 0.002189421771483574 0.0015484635406545586 100 GTEX 100 0.0005 0.1 125 7708 0.0 -63 0.0021949617992287765 0.001556660912261688 100 GTEX 100 0.0005 0.1 125 7708 0.0 -64 0.0021471268714276627 0.0015667893329791073 100 GTEX 100 0.0005 0.1 125 7708 0.0 -65 0.0021614608503733503 0.0015809710080887656 100 GTEX 100 0.0005 0.1 125 7708 0.0 -66 0.0021313270862108316 0.0015442303533244439 100 GTEX 100 0.0005 0.1 125 7708 0.0 -67 0.002139382524789875 0.0015748224337142627 100 GTEX 100 0.0005 0.1 125 7708 0.0 -68 0.0021476648155871548 0.0015591833299599559 100 GTEX 100 0.0005 0.1 125 7708 0.0 -69 0.002142559761683977 0.0015284664364099616 100 GTEX 100 0.0005 0.1 125 7708 0.0 -70 0.002152324071777897 0.001533797703959586 100 GTEX 100 0.0005 0.1 125 7708 0.0 -71 0.0021316602517366394 0.001580658816279199 100 GTEX 100 0.0005 0.1 125 7708 0.0 -72 0.00212556999159033 0.0015219325180246916 100 GTEX 100 0.0005 0.1 125 7708 0.0 -73 0.0021341494066422144 0.0015514054023147252 100 GTEX 100 0.0005 0.1 125 7708 0.0 -74 0.00213409142645047 0.0015319879029562322 100 GTEX 100 0.0005 0.1 125 7708 0.0 -75 0.002119810155460937 0.0015446265606995772 100 GTEX 100 0.0005 0.1 125 7708 0.0 -76 0.002122479534048945 0.0015356157133497384 100 GTEX 100 0.0005 0.1 125 7708 0.0 -77 0.002118767586099819 0.001505814836636724 100 GTEX 100 0.0005 0.1 125 7708 0.0 -78 0.0021268688070485405 0.00150248500476007 100 GTEX 100 0.0005 0.1 125 7708 0.0 -79 0.002115623458082316 0.0015177064993110673 100 GTEX 100 0.0005 0.1 125 7708 0.0 -80 0.002116219004437294 0.0014994363588220776 100 GTEX 100 0.0005 0.1 125 7708 0.0 -81 0.002114597350760139 0.0015018293625204168 100 GTEX 100 0.0005 0.1 125 7708 0.0 -82 0.002109245805606345 0.0015320579907343414 100 GTEX 100 0.0005 0.1 125 7708 0.0 -83 0.0021165742960064862 0.001506357059367851 100 GTEX 100 0.0005 0.1 125 7708 0.0 -84 0.0021155450232500125 0.001495037766123906 100 GTEX 100 0.0005 0.1 125 7708 0.0 -85 0.0020999404983032305 0.0015205700059346997 100 GTEX 100 0.0005 0.1 125 7708 0.0 -86 0.002118185004110216 0.0015145134501258343 100 GTEX 100 0.0005 0.1 125 7708 0.0 -87 0.0020788383748458275 0.0015231648977038525 100 GTEX 100 0.0005 0.1 125 7708 0.0 -88 0.002102944390618867 0.001516660640437595 100 GTEX 100 0.0005 0.1 125 7708 0.0 -89 0.0021007314209623737 0.001503824337364348 100 GTEX 100 0.0005 0.1 125 7708 0.0 -90 0.002090825643933451 0.0014894417218842717 100 GTEX 100 0.0005 0.1 125 7708 0.0 -91 0.002077912180607774 0.0014895924181985481 100 GTEX 100 0.0005 0.1 125 7708 0.0 -92 0.002079800433094404 0.0015050805520847043 100 GTEX 100 0.0005 0.1 125 7708 0.0 -93 0.002087986993606261 0.0014912141039932125 100 GTEX 100 0.0005 0.1 125 7708 0.0 -94 0.00208944788566781 0.0014918948795483535 100 GTEX 100 0.0005 0.1 125 7708 0.0 -95 0.002065816313449679 0.0015370023229687047 100 GTEX 100 0.0005 0.1 125 7708 0.0 -96 0.0020841409626778 0.0015995095788497661 100 GTEX 100 0.0005 0.1 125 7708 0.0 -97 0.0020824150815649404 0.0014928436869960774 100 GTEX 100 0.0005 0.1 125 7708 0.0 -98 0.002092039452596564 0.001517989445644158 100 GTEX 100 0.0005 0.1 125 7708 0.0 -99 0.0020956807862111382 0.0015005294128211336 100 GTEX 100 0.0005 0.1 125 7708 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.0005lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.0005lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 65885c2a8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.0005lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.10465053236382532 0.06813543534947439 100 GTEX 100 0.0005 0.5 125 753 0.0 -1 0.05887558284544499 0.05168999214532711 100 GTEX 100 0.0005 0.5 125 753 0.0 -2 0.045957027912357104 0.028013667544994517 100 GTEX 100 0.0005 0.5 125 753 0.0 -3 0.013071296694394847 0.007284334627026161 100 GTEX 100 0.0005 0.5 125 753 0.0 -4 0.007587788790150386 0.006023042695419757 100 GTEX 100 0.0005 0.5 125 753 0.0 -5 0.0068053069206811916 0.00535279777637566 100 GTEX 100 0.0005 0.5 125 753 0.0 -6 0.006433694100740707 0.0049587315153826325 100 GTEX 100 0.0005 0.5 125 753 0.0 -7 0.00610733109480985 0.004780536889321677 100 GTEX 100 0.0005 0.5 125 753 0.0 -8 0.005886116964189473 0.004620021919121421 100 GTEX 100 0.0005 0.5 125 753 0.0 -9 0.0057074336313026825 0.0043694725093704435 100 GTEX 100 0.0005 0.5 125 753 0.0 -10 0.00556256453956914 0.004138712708381476 100 GTEX 100 0.0005 0.5 125 753 0.0 -11 0.005439380046286754 0.004247467894064609 100 GTEX 100 0.0005 0.5 125 753 0.0 -12 0.005419380747455109 0.0040533985489334895 100 GTEX 100 0.0005 0.5 125 753 0.0 -13 0.0053048104632520314 0.0039981327483522575 100 GTEX 100 0.0005 0.5 125 753 0.0 -14 0.005232376356755647 0.003994824356813791 100 GTEX 100 0.0005 0.5 125 753 0.0 -15 0.005206534167830567 0.003999486454928952 100 GTEX 100 0.0005 0.5 125 753 0.0 -16 0.005152714434457096 0.003740980049078229 100 GTEX 100 0.0005 0.5 125 753 0.0 -17 0.00510695908365989 0.003771864051289658 100 GTEX 100 0.0005 0.5 125 753 0.0 -18 0.005068315625319804 0.0038531807254815736 100 GTEX 100 0.0005 0.5 125 753 0.0 -19 0.005047667803992622 0.0037645221778152675 100 GTEX 100 0.0005 0.5 125 753 0.0 -20 0.005011974469571362 0.0037397012068489887 100 GTEX 100 0.0005 0.5 125 753 0.0 -21 0.004960272697031615 0.003716439894000387 100 GTEX 100 0.0005 0.5 125 753 0.0 -22 0.004939147579180986 0.003634785094826054 100 GTEX 100 0.0005 0.5 125 753 0.0 -23 0.004932370941749143 0.003645573242500198 100 GTEX 100 0.0005 0.5 125 753 0.0 -24 0.004895412737726567 0.003621209036565949 100 GTEX 100 0.0005 0.5 125 753 0.0 -25 0.0048566510688068465 0.003529878003883951 100 GTEX 100 0.0005 0.5 125 753 0.0 -26 0.004859059594954862 0.003519400690430811 100 GTEX 100 0.0005 0.5 125 753 0.0 -27 0.004833092082494889 0.0035947646499529993 100 GTEX 100 0.0005 0.5 125 753 0.0 -28 0.004862618262918802 0.0034717393139582623 100 GTEX 100 0.0005 0.5 125 753 0.0 -29 0.004807896462373504 0.003493795477689559 100 GTEX 100 0.0005 0.5 125 753 0.0 -30 0.004824053484956721 0.0034632866603708313 100 GTEX 100 0.0005 0.5 125 753 0.0 -31 0.004787611164679129 0.003422785662787439 100 GTEX 100 0.0005 0.5 125 753 0.0 -32 0.00481322173307981 0.0035533807151897777 100 GTEX 100 0.0005 0.5 125 753 0.0 -33 0.004774767521562613 0.0033989938493010664 100 GTEX 100 0.0005 0.5 125 753 0.0 -34 0.0047435631107956445 0.0034279672574152736 100 GTEX 100 0.0005 0.5 125 753 0.0 -35 0.0048078045935057295 0.0034813400271203466 100 GTEX 100 0.0005 0.5 125 753 0.0 -36 0.004753709344624815 0.0034343858555795008 100 GTEX 100 0.0005 0.5 125 753 0.0 -37 0.0047666663865204555 0.0033507059583220873 100 GTEX 100 0.0005 0.5 125 753 0.0 -38 0.004705135663956549 0.0033992839509713333 100 GTEX 100 0.0005 0.5 125 753 0.0 -39 0.004735504995734035 0.003367009437235759 100 GTEX 100 0.0005 0.5 125 753 0.0 -40 0.00473354382433955 0.003364943982431304 100 GTEX 100 0.0005 0.5 125 753 0.0 -41 0.004717076658402585 0.0033789299943700374 100 GTEX 100 0.0005 0.5 125 753 0.0 -42 0.004719448008970901 0.003366316674000977 100 GTEX 100 0.0005 0.5 125 753 0.0 -43 0.004689921944974606 0.0033138546058660225 100 GTEX 100 0.0005 0.5 125 753 0.0 -44 0.004634651361839805 0.003302567905813682 100 GTEX 100 0.0005 0.5 125 753 0.0 -45 0.004607127129333512 0.0033024487381326495 100 GTEX 100 0.0005 0.5 125 753 0.0 -46 0.004633501028289677 0.0034189551250704566 100 GTEX 100 0.0005 0.5 125 753 0.0 -47 0.00461230178274001 0.0031825244185929064 100 GTEX 100 0.0005 0.5 125 753 0.0 -48 0.00459847220674069 0.003256129019472309 100 GTEX 100 0.0005 0.5 125 753 0.0 -49 0.00457659559396198 0.0032704159566077327 100 GTEX 100 0.0005 0.5 125 753 0.0 -50 0.004575287990702537 0.0032787270562461236 100 GTEX 100 0.0005 0.5 125 753 0.0 -51 0.004526972073994343 0.0031479928428271766 100 GTEX 100 0.0005 0.5 125 753 0.0 -52 0.004514321032360635 0.0032829216144936507 100 GTEX 100 0.0005 0.5 125 753 0.0 -53 0.004485526575320381 0.003267793135342149 100 GTEX 100 0.0005 0.5 125 753 0.0 -54 0.004520676268117678 0.0033733637050899034 100 GTEX 100 0.0005 0.5 125 753 0.0 -55 0.00450899085826606 0.0032377336944449876 100 GTEX 100 0.0005 0.5 125 753 0.0 -56 0.004492153680486993 0.0031950679021628976 100 GTEX 100 0.0005 0.5 125 753 0.0 -57 0.004503475650729836 0.0031160634301404537 100 GTEX 100 0.0005 0.5 125 753 0.0 -58 0.004522128569904065 0.0031981071875122565 100 GTEX 100 0.0005 0.5 125 753 0.0 -59 0.004431098164602748 0.003065248559133465 100 GTEX 100 0.0005 0.5 125 753 0.0 -60 0.004461853753293711 0.003127088725120679 100 GTEX 100 0.0005 0.5 125 753 0.0 -61 0.004464716624918732 0.0031127809297236764 100 GTEX 100 0.0005 0.5 125 753 0.0 -62 0.004484762602568451 0.0031673736310787073 100 GTEX 100 0.0005 0.5 125 753 0.0 -63 0.004438660824170656 0.003206409713140062 100 GTEX 100 0.0005 0.5 125 753 0.0 -64 0.004463981063702995 0.0031367181906540357 100 GTEX 100 0.0005 0.5 125 753 0.0 -65 0.004449328697115668 0.0031564367674786894 100 GTEX 100 0.0005 0.5 125 753 0.0 -66 0.004449822625523669 0.0031945661326494962 100 GTEX 100 0.0005 0.5 125 753 0.0 -67 0.0044684197306156855 0.003158824343035996 100 GTEX 100 0.0005 0.5 125 753 0.0 -68 0.004456221240775187 0.0032459561192490754 100 GTEX 100 0.0005 0.5 125 753 0.0 -69 0.004444922685370934 0.003184867281813755 100 GTEX 100 0.0005 0.5 125 753 0.0 -70 0.004419713585666138 0.0031725819879512484 100 GTEX 100 0.0005 0.5 125 753 0.0 -71 0.004453564372696349 0.003126058383125939 100 GTEX 100 0.0005 0.5 125 753 0.0 -72 0.00440166931879946 0.003113095746853676 100 GTEX 100 0.0005 0.5 125 753 0.0 -73 0.004356522540379565 0.0030688485732663267 100 GTEX 100 0.0005 0.5 125 753 0.0 -74 0.00437117113780104 0.0030147582867993713 100 GTEX 100 0.0005 0.5 125 753 0.0 -75 0.004384385573075561 0.002982369338130373 100 GTEX 100 0.0005 0.5 125 753 0.0 -76 0.004388383582060848 0.0031367101283396944 100 GTEX 100 0.0005 0.5 125 753 0.0 -77 0.004384344336449363 0.003111349702051384 100 GTEX 100 0.0005 0.5 125 753 0.0 -78 0.004347441414345752 0.0031105854837117654 100 GTEX 100 0.0005 0.5 125 753 0.0 -79 0.004368008183801569 0.0029885825371730916 100 GTEX 100 0.0005 0.5 125 753 0.0 -80 0.004371557029740739 0.0030848906054993658 100 GTEX 100 0.0005 0.5 125 753 0.0 -81 0.00431708864155644 0.003137146336107936 100 GTEX 100 0.0005 0.5 125 753 0.0 -82 0.0043570484819558265 0.0031214867463554945 100 GTEX 100 0.0005 0.5 125 753 0.0 -83 0.004301498719114581 0.003062817248597231 100 GTEX 100 0.0005 0.5 125 753 0.0 -84 0.004360443656571352 0.0030853092119791773 100 GTEX 100 0.0005 0.5 125 753 0.0 -85 0.00431656900286089 0.0030288064928491645 100 GTEX 100 0.0005 0.5 125 753 0.0 -86 0.004309979396782406 0.0032082937167383758 100 GTEX 100 0.0005 0.5 125 753 0.0 -87 0.004338495615866612 0.0029810941485978464 100 GTEX 100 0.0005 0.5 125 753 0.0 -88 0.0042905789958668245 0.0030890224358074 100 GTEX 100 0.0005 0.5 125 753 0.0 -89 0.004317606048550473 0.0030743194002119875 100 GTEX 100 0.0005 0.5 125 753 0.0 -90 0.004334952658056281 0.0029615041872436895 100 GTEX 100 0.0005 0.5 125 753 0.0 -91 0.004305976711410734 0.0031460509015806726 100 GTEX 100 0.0005 0.5 125 753 0.0 -92 0.0043177042723888835 0.0030007520239063654 100 GTEX 100 0.0005 0.5 125 753 0.0 -93 0.00429686181595681 0.0029757077134649904 100 GTEX 100 0.0005 0.5 125 753 0.0 -94 0.004288791105709163 0.0029646980783374476 100 GTEX 100 0.0005 0.5 125 753 0.0 -95 0.004287519780277547 0.0028985676837256424 100 GTEX 100 0.0005 0.5 125 753 0.0 -96 0.0043093653983960175 0.0028770139260295455 100 GTEX 100 0.0005 0.5 125 753 0.0 -97 0.004323842179148624 0.0031095178923551915 100 GTEX 100 0.0005 0.5 125 753 0.0 -98 0.004287739604155906 0.0029710531084242314 100 GTEX 100 0.0005 0.5 125 753 0.0 -99 0.004293633775524476 0.0029939329605762044 100 GTEX 100 0.0005 0.5 125 753 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.0005lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.0005lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index f9a90081b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.0005lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09847157535572999 0.06373720205328763 100 GTEX 100 0.0005 0.0 125 7624 0.0 -1 0.05840205294110083 0.05450268211586847 100 GTEX 100 0.0005 0.0 125 7624 0.0 -2 0.052338035028572254 0.05021534630667574 100 GTEX 100 0.0005 0.0 125 7624 0.0 -3 0.04903916347651078 0.0477515332145836 100 GTEX 100 0.0005 0.0 125 7624 0.0 -4 0.04684690917246229 0.04549076408147812 100 GTEX 100 0.0005 0.0 125 7624 0.0 -5 0.044439053771877866 0.042883821214219915 100 GTEX 100 0.0005 0.0 125 7624 0.0 -6 0.041220912994531414 0.03854800095009713 100 GTEX 100 0.0005 0.0 125 7624 0.0 -7 0.016995860703592113 0.004749378437325075 100 GTEX 100 0.0005 0.0 125 7624 0.0 -8 0.003755021248407464 0.0032788904635200258 100 GTEX 100 0.0005 0.0 125 7624 0.0 -9 0.0029057698022604485 0.0027543156949569516 100 GTEX 100 0.0005 0.0 125 7624 0.0 -10 0.00251471179572792 0.002460288121134836 100 GTEX 100 0.0005 0.0 125 7624 0.0 -11 0.0022788605063921896 0.002267731890124853 100 GTEX 100 0.0005 0.0 125 7624 0.0 -12 0.002118441138169704 0.0021292559453728876 100 GTEX 100 0.0005 0.0 125 7624 0.0 -13 0.0019995893801531893 0.0020220132890784183 100 GTEX 100 0.0005 0.0 125 7624 0.0 -14 0.0019046166501297888 0.001934402870605682 100 GTEX 100 0.0005 0.0 125 7624 0.0 -15 0.0018260965081200544 0.001857909773646397 100 GTEX 100 0.0005 0.0 125 7624 0.0 -16 0.0017568181335077663 0.0017922630939923028 100 GTEX 100 0.0005 0.0 125 7624 0.0 -17 0.0016977563914565975 0.0017372198259465027 100 GTEX 100 0.0005 0.0 125 7624 0.0 -18 0.0016507924415419643 0.0016920652161724157 100 GTEX 100 0.0005 0.0 125 7624 0.0 -19 0.0016123697254541143 0.0016564485212405542 100 GTEX 100 0.0005 0.0 125 7624 0.0 -20 0.0015755683499505168 0.0016205279685967662 100 GTEX 100 0.0005 0.0 125 7624 0.0 -21 0.0015449816195257469 0.0015945990610612775 100 GTEX 100 0.0005 0.0 125 7624 0.0 -22 0.001517000985195583 0.0015609461854888345 100 GTEX 100 0.0005 0.0 125 7624 0.0 -23 0.0014923826132450355 0.0015403436171067984 100 GTEX 100 0.0005 0.0 125 7624 0.0 -24 0.0014703555645835702 0.0015270272137051866 100 GTEX 100 0.0005 0.0 125 7624 0.0 -25 0.0014508771784863307 0.0015020744530696549 100 GTEX 100 0.0005 0.0 125 7624 0.0 -26 0.0014320703102739078 0.0014856429221710551 100 GTEX 100 0.0005 0.0 125 7624 0.0 -27 0.001415141624395283 0.0014697197530801078 100 GTEX 100 0.0005 0.0 125 7624 0.0 -28 0.0013997129010702787 0.0014514071475572798 100 GTEX 100 0.0005 0.0 125 7624 0.0 -29 0.001383818337020724 0.0014363455939365147 100 GTEX 100 0.0005 0.0 125 7624 0.0 -30 0.0013690324770810039 0.001421275224621645 100 GTEX 100 0.0005 0.0 125 7624 0.0 -31 0.0013572190022347879 0.0014083185551879297 100 GTEX 100 0.0005 0.0 125 7624 0.0 -32 0.0013436052398291814 0.0013947713360572835 100 GTEX 100 0.0005 0.0 125 7624 0.0 -33 0.0013323149431371528 0.0013851642483817023 100 GTEX 100 0.0005 0.0 125 7624 0.0 -34 0.0013210169814055423 0.0013724440954866405 100 GTEX 100 0.0005 0.0 125 7624 0.0 -35 0.0013091284135858066 0.0013635096533273564 100 GTEX 100 0.0005 0.0 125 7624 0.0 -36 0.0012979436341699303 0.0013516303590063302 100 GTEX 100 0.0005 0.0 125 7624 0.0 -37 0.0012870340817748125 0.0013439965260856053 100 GTEX 100 0.0005 0.0 125 7624 0.0 -38 0.0012779658444431786 0.001329086061404175 100 GTEX 100 0.0005 0.0 125 7624 0.0 -39 0.0012677834626174877 0.0013212259449843784 100 GTEX 100 0.0005 0.0 125 7624 0.0 -40 0.0012571521519043958 0.0013111462234962066 100 GTEX 100 0.0005 0.0 125 7624 0.0 -41 0.001248329261037872 0.001302275471584057 100 GTEX 100 0.0005 0.0 125 7624 0.0 -42 0.0012381554016450132 0.001291322324446229 100 GTEX 100 0.0005 0.0 125 7624 0.0 -43 0.001230097508912443 0.0012838713879636825 100 GTEX 100 0.0005 0.0 125 7624 0.0 -44 0.0012220548278884986 0.001275247375891604 100 GTEX 100 0.0005 0.0 125 7624 0.0 -45 0.0012149766832703236 0.0012783178733838827 100 GTEX 100 0.0005 0.0 125 7624 0.0 -46 0.0012093489955993845 0.0012630313438338585 100 GTEX 100 0.0005 0.0 125 7624 0.0 -47 0.0012009134787390899 0.0012571430475603323 100 GTEX 100 0.0005 0.0 125 7624 0.0 -48 0.0011943769464144343 0.0012518601645202067 100 GTEX 100 0.0005 0.0 125 7624 0.0 -49 0.0011896892909352707 0.0012412775691223292 100 GTEX 100 0.0005 0.0 125 7624 0.0 -50 0.0011826685351111349 0.0012374578717522353 100 GTEX 100 0.0005 0.0 125 7624 0.0 -51 0.001175898387129483 0.0012281465037821478 100 GTEX 100 0.0005 0.0 125 7624 0.0 -52 0.0011681435135313875 0.001220557337162924 100 GTEX 100 0.0005 0.0 125 7624 0.0 -53 0.0011609045036219347 0.0012147008780453764 100 GTEX 100 0.0005 0.0 125 7624 0.0 -54 0.0011543821185564396 0.001217520264589968 100 GTEX 100 0.0005 0.0 125 7624 0.0 -55 0.0011501920029918032 0.0012033779471546072 100 GTEX 100 0.0005 0.0 125 7624 0.0 -56 0.0011431731317382969 0.0011981038258060417 100 GTEX 100 0.0005 0.0 125 7624 0.0 -57 0.0011359884793976103 0.00119007583495102 100 GTEX 100 0.0005 0.0 125 7624 0.0 -58 0.001131066230112051 0.0011871069724611342 100 GTEX 100 0.0005 0.0 125 7624 0.0 -59 0.001125161662819581 0.0011835381810946439 100 GTEX 100 0.0005 0.0 125 7624 0.0 -60 0.0011194899214856233 0.001172407781227205 100 GTEX 100 0.0005 0.0 125 7624 0.0 -61 0.0011114055040747234 0.0011664352409839064 100 GTEX 100 0.0005 0.0 125 7624 0.0 -62 0.0011042694118025603 0.0011558334078434359 100 GTEX 100 0.0005 0.0 125 7624 0.0 -63 0.0010980494394715436 0.001150533761882255 100 GTEX 100 0.0005 0.0 125 7624 0.0 -64 0.0010913324077297178 0.0011442257932426246 100 GTEX 100 0.0005 0.0 125 7624 0.0 -65 0.00108573799551 0.0011440345520833542 100 GTEX 100 0.0005 0.0 125 7624 0.0 -66 0.001080732461901444 0.0011309121634471213 100 GTEX 100 0.0005 0.0 125 7624 0.0 -67 0.0010756236305319656 0.0011310380951682028 100 GTEX 100 0.0005 0.0 125 7624 0.0 -68 0.0010716784866210936 0.001126337290950431 100 GTEX 100 0.0005 0.0 125 7624 0.0 -69 0.0010679808626999306 0.0011235403167898323 100 GTEX 100 0.0005 0.0 125 7624 0.0 -70 0.0010648034647648388 0.0011224194284627646 100 GTEX 100 0.0005 0.0 125 7624 0.0 -71 0.0010611925821127064 0.0011188819076681771 100 GTEX 100 0.0005 0.0 125 7624 0.0 -72 0.0010583208234622812 0.0011143747716256818 100 GTEX 100 0.0005 0.0 125 7624 0.0 -73 0.0010552710199417151 0.0011108174261428103 100 GTEX 100 0.0005 0.0 125 7624 0.0 -74 0.0010522218889111577 0.0011082804945966817 100 GTEX 100 0.0005 0.0 125 7624 0.0 -75 0.001048236748651638 0.0011025325562486234 100 GTEX 100 0.0005 0.0 125 7624 0.0 -76 0.00104539349553537 0.001102897610352463 100 GTEX 100 0.0005 0.0 125 7624 0.0 -77 0.0010423427147138952 0.0011007615990101046 100 GTEX 100 0.0005 0.0 125 7624 0.0 -78 0.0010399511169178466 0.0010945656077454694 100 GTEX 100 0.0005 0.0 125 7624 0.0 -79 0.001037282286491432 0.0010927616731005194 100 GTEX 100 0.0005 0.0 125 7624 0.0 -80 0.001035445699264814 0.001105118571238826 100 GTEX 100 0.0005 0.0 125 7624 0.0 -81 0.0010323265112655734 0.0010917984624658871 100 GTEX 100 0.0005 0.0 125 7624 0.0 -82 0.0010296178576993432 0.0010870946805832107 100 GTEX 100 0.0005 0.0 125 7624 0.0 -83 0.0010269516394915811 0.001083106201136761 100 GTEX 100 0.0005 0.0 125 7624 0.0 -84 0.0010256759953245168 0.0010831270239868346 100 GTEX 100 0.0005 0.0 125 7624 0.0 -85 0.0010257605169983874 0.0010802591367387443 100 GTEX 100 0.0005 0.0 125 7624 0.0 -86 0.0010225109963221263 0.0010801036702734578 100 GTEX 100 0.0005 0.0 125 7624 0.0 -87 0.0010222281487521877 0.0010791551053945414 100 GTEX 100 0.0005 0.0 125 7624 0.0 -88 0.0010193309169610897 0.0010759713670005137 100 GTEX 100 0.0005 0.0 125 7624 0.0 -89 0.0010163267093636918 0.0010738201132185843 100 GTEX 100 0.0005 0.0 125 7624 0.0 -90 0.0010144986446805788 0.0010716719293927936 100 GTEX 100 0.0005 0.0 125 7624 0.0 -91 0.001012054617288514 0.0010711552328235353 100 GTEX 100 0.0005 0.0 125 7624 0.0 -92 0.0010100151639375345 0.0010675982330454789 100 GTEX 100 0.0005 0.0 125 7624 0.0 -93 0.0010075865376580244 0.0010744622875776978 100 GTEX 100 0.0005 0.0 125 7624 0.0 -94 0.0010063519782742938 0.0010631635073331599 100 GTEX 100 0.0005 0.0 125 7624 0.0 -95 0.0010039595430921494 0.0010616514015546203 100 GTEX 100 0.0005 0.0 125 7624 0.0 -96 0.0010018791895782474 0.001063401145088582 100 GTEX 100 0.0005 0.0 125 7624 0.0 -97 0.0010008728553314642 0.0010584130048390634 100 GTEX 100 0.0005 0.0 125 7624 0.0 -98 0.0009981256694619207 0.0010581295036519577 100 GTEX 100 0.0005 0.0 125 7624 0.0 -99 0.0009963643186651598 0.0010544592609802552 100 GTEX 100 0.0005 0.0 125 7624 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.0005lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.0005lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 06b36baf4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.0005lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07954955201749882 0.05120947467651884 50 GTEX 100 0.0005 0.1 125 7126 0.0 -1 0.03990363889927989 0.008370170876128818 50 GTEX 100 0.0005 0.1 125 7126 0.0 -2 0.00572556171936534 0.0038999410146075397 50 GTEX 100 0.0005 0.1 125 7126 0.0 -3 0.00426212867606914 0.0031542623820165774 50 GTEX 100 0.0005 0.1 125 7126 0.0 -4 0.0037824886821401626 0.0027604645499676294 50 GTEX 100 0.0005 0.1 125 7126 0.0 -5 0.0034788367991693088 0.002517700692180176 50 GTEX 100 0.0005 0.1 125 7126 0.0 -6 0.0032382263633326832 0.0023311696275572927 50 GTEX 100 0.0005 0.1 125 7126 0.0 -7 0.003101075274803494 0.0022317623704523133 50 GTEX 100 0.0005 0.1 125 7126 0.0 -8 0.0030137007282369033 0.0021196467617788694 50 GTEX 100 0.0005 0.1 125 7126 0.0 -9 0.0029034588863325306 0.002047483863958827 50 GTEX 100 0.0005 0.1 125 7126 0.0 -10 0.002838643070236966 0.002005464077118019 50 GTEX 100 0.0005 0.1 125 7126 0.0 -11 0.0027834613733668458 0.001959905227532915 50 GTEX 100 0.0005 0.1 125 7126 0.0 -12 0.002742077282194988 0.0019061235306402067 50 GTEX 100 0.0005 0.1 125 7126 0.0 -13 0.0027151359145575708 0.0018713697667159283 50 GTEX 100 0.0005 0.1 125 7126 0.0 -14 0.0026546243238897847 0.0018346321119700236 50 GTEX 100 0.0005 0.1 125 7126 0.0 -15 0.0026134740591202267 0.0018093651477088125 50 GTEX 100 0.0005 0.1 125 7126 0.0 -16 0.0025949526971051225 0.0018216891020816173 50 GTEX 100 0.0005 0.1 125 7126 0.0 -17 0.002565308923654914 0.00177785533258139 50 GTEX 100 0.0005 0.1 125 7126 0.0 -18 0.0025635362184230994 0.001799086160150431 50 GTEX 100 0.0005 0.1 125 7126 0.0 -19 0.002534348227398879 0.0017364838425275434 50 GTEX 100 0.0005 0.1 125 7126 0.0 -20 0.0024945160122302004 0.0017138399029267464 50 GTEX 100 0.0005 0.1 125 7126 0.0 -21 0.002501346506166574 0.001735738471408017 50 GTEX 100 0.0005 0.1 125 7126 0.0 -22 0.002456336782089685 0.0016852955589736652 50 GTEX 100 0.0005 0.1 125 7126 0.0 -23 0.002463056512878999 0.0017320429027601085 50 GTEX 100 0.0005 0.1 125 7126 0.0 -24 0.002419639619880288 0.0016481983754252697 50 GTEX 100 0.0005 0.1 125 7126 0.0 -25 0.002414111728915041 0.0016657034283328602 50 GTEX 100 0.0005 0.1 125 7126 0.0 -26 0.002408290245074724 0.001689186419856986 50 GTEX 100 0.0005 0.1 125 7126 0.0 -27 0.002396315870702493 0.0016231321658453986 50 GTEX 100 0.0005 0.1 125 7126 0.0 -28 0.0023690778453448426 0.0016085542970825652 50 GTEX 100 0.0005 0.1 125 7126 0.0 -29 0.0023616364533316767 0.0016054457238124605 50 GTEX 100 0.0005 0.1 125 7126 0.0 -30 0.002345855974047169 0.001607640456946517 50 GTEX 100 0.0005 0.1 125 7126 0.0 -31 0.0023371907970192703 0.0015747162069463146 50 GTEX 100 0.0005 0.1 125 7126 0.0 -32 0.0023122098591958577 0.0015691171562699283 50 GTEX 100 0.0005 0.1 125 7126 0.0 -33 0.0023100608019322533 0.0015652948712041254 50 GTEX 100 0.0005 0.1 125 7126 0.0 -34 0.0023130889226410673 0.0015653836410961862 50 GTEX 100 0.0005 0.1 125 7126 0.0 -35 0.002299987113281724 0.0015960777687004453 50 GTEX 100 0.0005 0.1 125 7126 0.0 -36 0.0022882031419171702 0.0015419285851548436 50 GTEX 100 0.0005 0.1 125 7126 0.0 -37 0.0022702932868505434 0.0015310954793662668 50 GTEX 100 0.0005 0.1 125 7126 0.0 -38 0.0022812706758075854 0.001622532949404005 50 GTEX 100 0.0005 0.1 125 7126 0.0 -39 0.002267080103900601 0.0015540934075289777 50 GTEX 100 0.0005 0.1 125 7126 0.0 -40 0.0022448378571943576 0.0015672414099705536 50 GTEX 100 0.0005 0.1 125 7126 0.0 -41 0.0022610915392950875 0.0015578408779340935 50 GTEX 100 0.0005 0.1 125 7126 0.0 -42 0.0022497712522601505 0.0015464936871747326 50 GTEX 100 0.0005 0.1 125 7126 0.0 -43 0.0022470964698713763 0.0015593403100457482 50 GTEX 100 0.0005 0.1 125 7126 0.0 -44 0.0022401300813920904 0.0015521112897171295 50 GTEX 100 0.0005 0.1 125 7126 0.0 -45 0.0022170015459403503 0.0015340746619859037 50 GTEX 100 0.0005 0.1 125 7126 0.0 -46 0.0022134216515786315 0.0015218076042737103 50 GTEX 100 0.0005 0.1 125 7126 0.0 -47 0.0022168437852871977 0.0015360937859268129 50 GTEX 100 0.0005 0.1 125 7126 0.0 -48 0.0022105782941472503 0.0015267156411543092 50 GTEX 100 0.0005 0.1 125 7126 0.0 -49 0.0022202942994452427 0.001517539006213484 50 GTEX 100 0.0005 0.1 125 7126 0.0 -50 0.002203095600899658 0.0015244526147201458 50 GTEX 100 0.0005 0.1 125 7126 0.0 -51 0.0021929971352762615 0.0014959697650582617 50 GTEX 100 0.0005 0.1 125 7126 0.0 -52 0.0021891573454977716 0.0015371325577409167 50 GTEX 100 0.0005 0.1 125 7126 0.0 -53 0.002209073854553266 0.0015806262082590265 50 GTEX 100 0.0005 0.1 125 7126 0.0 -54 0.0021989930188111165 0.0015259397685564984 50 GTEX 100 0.0005 0.1 125 7126 0.0 -55 0.002197620540306805 0.0016087500423639163 50 GTEX 100 0.0005 0.1 125 7126 0.0 -56 0.002191138903727377 0.0014859368077819253 50 GTEX 100 0.0005 0.1 125 7126 0.0 -57 0.0022002817386125996 0.0014946773105359392 50 GTEX 100 0.0005 0.1 125 7126 0.0 -58 0.0021962038343588328 0.001478945380723026 50 GTEX 100 0.0005 0.1 125 7126 0.0 -59 0.0021764860659205364 0.0015284638142986967 50 GTEX 100 0.0005 0.1 125 7126 0.0 -60 0.0021665018838671417 0.0015380943279019327 50 GTEX 100 0.0005 0.1 125 7126 0.0 -61 0.002187641582739903 0.0014840335091186453 50 GTEX 100 0.0005 0.1 125 7126 0.0 -62 0.0021813456815863905 0.0014776251725445257 50 GTEX 100 0.0005 0.1 125 7126 0.0 -63 0.0022031609877718517 0.0014817559677300118 50 GTEX 100 0.0005 0.1 125 7126 0.0 -64 0.002180440254073448 0.001505295616555109 50 GTEX 100 0.0005 0.1 125 7126 0.0 -65 0.0021684836414058773 0.0014726158651787108 50 GTEX 100 0.0005 0.1 125 7126 0.0 -66 0.002186035519148838 0.001499443167569151 50 GTEX 100 0.0005 0.1 125 7126 0.0 -67 0.002167003470108706 0.001480743670552799 50 GTEX 100 0.0005 0.1 125 7126 0.0 -68 0.0021457890175601495 0.0015316463368608415 50 GTEX 100 0.0005 0.1 125 7126 0.0 -69 0.002166337671736811 0.001491055103570414 50 GTEX 100 0.0005 0.1 125 7126 0.0 -70 0.002179565010703506 0.0014920204523959668 50 GTEX 100 0.0005 0.1 125 7126 0.0 -71 0.002155271397744783 0.0014964712696493437 50 GTEX 100 0.0005 0.1 125 7126 0.0 -72 0.0021611685396408305 0.0014917389600371284 50 GTEX 100 0.0005 0.1 125 7126 0.0 -73 0.002174996187636658 0.001475896903432325 50 GTEX 100 0.0005 0.1 125 7126 0.0 -74 0.0021812973050499974 0.0014887931895001434 50 GTEX 100 0.0005 0.1 125 7126 0.0 -75 0.002154808861360991 0.001482542364184387 50 GTEX 100 0.0005 0.1 125 7126 0.0 -76 0.0021692762798475743 0.0014784632010753675 50 GTEX 100 0.0005 0.1 125 7126 0.0 -77 0.0021761623359998223 0.0015056895007142096 50 GTEX 100 0.0005 0.1 125 7126 0.0 -78 0.0021692485137665223 0.0015096629778553552 50 GTEX 100 0.0005 0.1 125 7126 0.0 -79 0.002145316552573834 0.001495182291098194 50 GTEX 100 0.0005 0.1 125 7126 0.0 -80 0.002138062227648993 0.0015111734161946653 50 GTEX 100 0.0005 0.1 125 7126 0.0 -81 0.0021622935322549042 0.001484320991997476 50 GTEX 100 0.0005 0.1 125 7126 0.0 -82 0.002141676005817146 0.001466522495016215 50 GTEX 100 0.0005 0.1 125 7126 0.0 -83 0.002133828094107116 0.0014518013150084184 50 GTEX 100 0.0005 0.1 125 7126 0.0 -84 0.0021262553299057 0.0014770139223885344 50 GTEX 100 0.0005 0.1 125 7126 0.0 -85 0.002143837810072761 0.0015009591599816578 50 GTEX 100 0.0005 0.1 125 7126 0.0 -86 0.0021467407305360044 0.001474046502474823 50 GTEX 100 0.0005 0.1 125 7126 0.0 -87 0.002143742323943483 0.0014643395127473618 50 GTEX 100 0.0005 0.1 125 7126 0.0 -88 0.002134975325945795 0.0014610179267715692 50 GTEX 100 0.0005 0.1 125 7126 0.0 -89 0.0021318396395209084 0.001482911643102064 50 GTEX 100 0.0005 0.1 125 7126 0.0 -90 0.002139120810455945 0.0014951678617953009 50 GTEX 100 0.0005 0.1 125 7126 0.0 -91 0.0021550962116350493 0.0014582802685413213 50 GTEX 100 0.0005 0.1 125 7126 0.0 -92 0.002149321263267141 0.0014611488058118454 50 GTEX 100 0.0005 0.1 125 7126 0.0 -93 0.0021199516622380904 0.0014629000048693127 50 GTEX 100 0.0005 0.1 125 7126 0.0 -94 0.002127336883053024 0.0014795345085373806 50 GTEX 100 0.0005 0.1 125 7126 0.0 -95 0.002128418780195511 0.0014489010884249478 50 GTEX 100 0.0005 0.1 125 7126 0.0 -96 0.0021191904558472076 0.0014523590299408853 50 GTEX 100 0.0005 0.1 125 7126 0.0 -97 0.002140843008063577 0.0014541846358734306 50 GTEX 100 0.0005 0.1 125 7126 0.0 -98 0.002128091371995777 0.0014860037028808996 50 GTEX 100 0.0005 0.1 125 7126 0.0 -99 0.00210937240472951 0.0014802230417572614 50 GTEX 100 0.0005 0.1 125 7126 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.0005lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.0005lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 33164d639..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.0005lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08085079036052557 0.04792203575712646 50 GTEX 100 0.0005 0.5 125 640 0.0 -1 0.028886596458073063 0.007491790044153315 50 GTEX 100 0.0005 0.5 125 640 0.0 -2 0.007328472705553024 0.0054346799368867405 50 GTEX 100 0.0005 0.5 125 640 0.0 -3 0.006329691189476907 0.004751648670664418 50 GTEX 100 0.0005 0.5 125 640 0.0 -4 0.0058013751701577465 0.004439169041256459 50 GTEX 100 0.0005 0.5 125 640 0.0 -5 0.0055801282454629505 0.004149061737904332 50 GTEX 100 0.0005 0.5 125 640 0.0 -6 0.005366585016090455 0.004021614073322442 50 GTEX 100 0.0005 0.5 125 640 0.0 -7 0.005274556883449154 0.004075684672763338 50 GTEX 100 0.0005 0.5 125 640 0.0 -8 0.005158855606453263 0.003786685067838051 50 GTEX 100 0.0005 0.5 125 640 0.0 -9 0.005132638207859397 0.003759962800507763 50 GTEX 100 0.0005 0.5 125 640 0.0 -10 0.005031909580140113 0.003875693763577921 50 GTEX 100 0.0005 0.5 125 640 0.0 -11 0.005019423636312994 0.0036628376125949417 50 GTEX 100 0.0005 0.5 125 640 0.0 -12 0.005014923636294808 0.0036654866180124163 50 GTEX 100 0.0005 0.5 125 640 0.0 -13 0.004947798733444149 0.003600436170716476 50 GTEX 100 0.0005 0.5 125 640 0.0 -14 0.004922827428173944 0.0035899706909029317 50 GTEX 100 0.0005 0.5 125 640 0.0 -15 0.004849252108413873 0.0036707851679875256 50 GTEX 100 0.0005 0.5 125 640 0.0 -16 0.004834596926388329 0.0035059301513725247 50 GTEX 100 0.0005 0.5 125 640 0.0 -17 0.004809297253472668 0.003440861676522166 50 GTEX 100 0.0005 0.5 125 640 0.0 -18 0.00475324214560264 0.0034488073909591473 50 GTEX 100 0.0005 0.5 125 640 0.0 -19 0.004750013208943255 0.003356409870431592 50 GTEX 100 0.0005 0.5 125 640 0.0 -20 0.004749202693279254 0.0034819780384144346 50 GTEX 100 0.0005 0.5 125 640 0.0 -21 0.004698468144338496 0.0032698650868297928 50 GTEX 100 0.0005 0.5 125 640 0.0 -22 0.004638194378577169 0.00332245605239935 50 GTEX 100 0.0005 0.5 125 640 0.0 -23 0.004657140004114017 0.003452316120872451 50 GTEX 100 0.0005 0.5 125 640 0.0 -24 0.004652787861908592 0.0034814895734460068 50 GTEX 100 0.0005 0.5 125 640 0.0 -25 0.004593832548473589 0.0032716000916528385 50 GTEX 100 0.0005 0.5 125 640 0.0 -26 0.004578039155216649 0.0032366290449487053 50 GTEX 100 0.0005 0.5 125 640 0.0 -27 0.004601578145097377 0.003373031095006705 50 GTEX 100 0.0005 0.5 125 640 0.0 -28 0.004553484382369337 0.0032128516337639537 50 GTEX 100 0.0005 0.5 125 640 0.0 -29 0.004551528251056131 0.0032309270512574694 50 GTEX 100 0.0005 0.5 125 640 0.0 -30 0.004526424781378314 0.0033321254669791333 50 GTEX 100 0.0005 0.5 125 640 0.0 -31 0.004542378699718832 0.0031374302119930265 50 GTEX 100 0.0005 0.5 125 640 0.0 -32 0.00449100590691803 0.003188400583327553 50 GTEX 100 0.0005 0.5 125 640 0.0 -33 0.004503961923050442 0.0030640638490940513 50 GTEX 100 0.0005 0.5 125 640 0.0 -34 0.0044785589792304195 0.003205574680643843 50 GTEX 100 0.0005 0.5 125 640 0.0 -35 0.00445075053763476 0.003303578350969197 50 GTEX 100 0.0005 0.5 125 640 0.0 -36 0.004442088924684012 0.0030847618612195207 50 GTEX 100 0.0005 0.5 125 640 0.0 -37 0.004484947504481812 0.00316461009334617 50 GTEX 100 0.0005 0.5 125 640 0.0 -38 0.004429755703888159 0.0030106004941039947 50 GTEX 100 0.0005 0.5 125 640 0.0 -39 0.0044471182448682645 0.0031971559813777305 50 GTEX 100 0.0005 0.5 125 640 0.0 -40 0.004422310732672581 0.003163235272217131 50 GTEX 100 0.0005 0.5 125 640 0.0 -41 0.004435263305213458 0.0032012500616937817 50 GTEX 100 0.0005 0.5 125 640 0.0 -42 0.004402014310361041 0.003274055374892492 50 GTEX 100 0.0005 0.5 125 640 0.0 -43 0.004430614534013499 0.0032714348770642634 50 GTEX 100 0.0005 0.5 125 640 0.0 -44 0.004403008250286483 0.0029622528010611014 50 GTEX 100 0.0005 0.5 125 640 0.0 -45 0.004408241720643676 0.0030618242161638836 50 GTEX 100 0.0005 0.5 125 640 0.0 -46 0.004354221288927763 0.0030888685369651636 50 GTEX 100 0.0005 0.5 125 640 0.0 -47 0.0043960429334380866 0.003089298912458575 50 GTEX 100 0.0005 0.5 125 640 0.0 -48 0.0044113209144400894 0.003061920627526684 50 GTEX 100 0.0005 0.5 125 640 0.0 -49 0.004402500559956865 0.0029885913595068536 50 GTEX 100 0.0005 0.5 125 640 0.0 -50 0.004418758187217541 0.003165969304641277 50 GTEX 100 0.0005 0.5 125 640 0.0 -51 0.0043970373123404126 0.0031725862647757333 50 GTEX 100 0.0005 0.5 125 640 0.0 -52 0.004379169569910832 0.0031235272364917533 50 GTEX 100 0.0005 0.5 125 640 0.0 -53 0.004377298926572774 0.0030841977276198367 50 GTEX 100 0.0005 0.5 125 640 0.0 -54 0.004392661069421147 0.00319758238370031 50 GTEX 100 0.0005 0.5 125 640 0.0 -55 0.0043684931066045795 0.00316545395038937 50 GTEX 100 0.0005 0.5 125 640 0.0 -56 0.0043392338026309075 0.002984294850651897 50 GTEX 100 0.0005 0.5 125 640 0.0 -57 0.004345382570951242 0.0032006657878007783 50 GTEX 100 0.0005 0.5 125 640 0.0 -58 0.004359677802974771 0.0029810934580735042 50 GTEX 100 0.0005 0.5 125 640 0.0 -59 0.0043680068627145454 0.003249867067197798 50 GTEX 100 0.0005 0.5 125 640 0.0 -60 0.004360702280236503 0.003120392666308089 50 GTEX 100 0.0005 0.5 125 640 0.0 -61 0.004320723281615879 0.0030364639443582627 50 GTEX 100 0.0005 0.5 125 640 0.0 -62 0.0043339178960597625 0.0031491451119444558 50 GTEX 100 0.0005 0.5 125 640 0.0 -63 0.0043583636937872105 0.00295090593907543 50 GTEX 100 0.0005 0.5 125 640 0.0 -64 0.004330390489673878 0.0031962635888834927 50 GTEX 100 0.0005 0.5 125 640 0.0 -65 0.004358366666700299 0.002984121018231 50 GTEX 100 0.0005 0.5 125 640 0.0 -66 0.004306948233289176 0.0030435679499024506 50 GTEX 100 0.0005 0.5 125 640 0.0 -67 0.004293250760040509 0.0031424947538919493 50 GTEX 100 0.0005 0.5 125 640 0.0 -68 0.004316141394516794 0.0030407515604990915 50 GTEX 100 0.0005 0.5 125 640 0.0 -69 0.004325430013652168 0.0030240130087559043 50 GTEX 100 0.0005 0.5 125 640 0.0 -70 0.004325650155259385 0.0029887087605964435 50 GTEX 100 0.0005 0.5 125 640 0.0 -71 0.004321132075217428 0.0029921203465714426 50 GTEX 100 0.0005 0.5 125 640 0.0 -72 0.00433893768007438 0.003005626680464006 50 GTEX 100 0.0005 0.5 125 640 0.0 -73 0.004285854001565816 0.002978015007599905 50 GTEX 100 0.0005 0.5 125 640 0.0 -74 0.0043357764611268 0.0029835520907988623 50 GTEX 100 0.0005 0.5 125 640 0.0 -75 0.0043213436673630945 0.0029914570054280156 50 GTEX 100 0.0005 0.5 125 640 0.0 -76 0.004318382717938362 0.003022560566493767 50 GTEX 100 0.0005 0.5 125 640 0.0 -77 0.004281105973730356 0.003084143696745907 50 GTEX 100 0.0005 0.5 125 640 0.0 -78 0.004307902709367384 0.002999944373798829 50 GTEX 100 0.0005 0.5 125 640 0.0 -79 0.004283528930016804 0.0032035291235639 50 GTEX 100 0.0005 0.5 125 640 0.0 -80 0.004262986857726583 0.0029935644542932963 50 GTEX 100 0.0005 0.5 125 640 0.0 -81 0.004280814654907534 0.003091602391003854 50 GTEX 100 0.0005 0.5 125 640 0.0 -82 0.004308832526449762 0.002938993878931714 50 GTEX 100 0.0005 0.5 125 640 0.0 -83 0.004320293704774402 0.003024951886375056 50 GTEX 100 0.0005 0.5 125 640 0.0 -84 0.004309791711771833 0.003135702401017168 50 GTEX 100 0.0005 0.5 125 640 0.0 -85 0.00429814122236039 0.002913942884126175 50 GTEX 100 0.0005 0.5 125 640 0.0 -86 0.004293533526893201 0.0029625298743961317 50 GTEX 100 0.0005 0.5 125 640 0.0 -87 0.004272571744227486 0.0029601422479347867 50 GTEX 100 0.0005 0.5 125 640 0.0 -88 0.004272886828106325 0.0030676176388192027 50 GTEX 100 0.0005 0.5 125 640 0.0 -89 0.004298408935913897 0.0030118074000745785 50 GTEX 100 0.0005 0.5 125 640 0.0 -90 0.004290811978992784 0.0030217466967980672 50 GTEX 100 0.0005 0.5 125 640 0.0 -91 0.004295245295448922 0.002931244954194151 50 GTEX 100 0.0005 0.5 125 640 0.0 -92 0.004274528165921109 0.0029504354516426703 50 GTEX 100 0.0005 0.5 125 640 0.0 -93 0.004305372506323416 0.0029818782115447204 50 GTEX 100 0.0005 0.5 125 640 0.0 -94 0.004273339128106977 0.0029561761881759523 50 GTEX 100 0.0005 0.5 125 640 0.0 -95 0.0042512429369464194 0.0029827730067095545 50 GTEX 100 0.0005 0.5 125 640 0.0 -96 0.004286039929488345 0.00303253874062302 50 GTEX 100 0.0005 0.5 125 640 0.0 -97 0.004251281830239296 0.003072862286729731 50 GTEX 100 0.0005 0.5 125 640 0.0 -98 0.004278025126878184 0.0030516874980882603 50 GTEX 100 0.0005 0.5 125 640 0.0 -99 0.004254096202456697 0.0028344671797014406 50 GTEX 100 0.0005 0.5 125 640 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.0005lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.0005lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 4dde16280..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.0005lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07838896729167756 0.05410062164748123 50 GTEX 100 0.0005 0.0 125 1738 0.0 -1 0.049045266719910594 0.04633298655086597 50 GTEX 100 0.0005 0.0 125 1738 0.0 -2 0.04247737005179833 0.03701832388375422 50 GTEX 100 0.0005 0.0 125 1738 0.0 -3 0.008739834542818004 0.0036095792986275523 50 GTEX 100 0.0005 0.0 125 1738 0.0 -4 0.0030551132815100548 0.00271160447989509 50 GTEX 100 0.0005 0.0 125 1738 0.0 -5 0.0024488107281865606 0.0022821835708758394 50 GTEX 100 0.0005 0.0 125 1738 0.0 -6 0.0021280297951276404 0.0020427642513629572 50 GTEX 100 0.0005 0.0 125 1738 0.0 -7 0.0019390065816380702 0.0018836035116083438 50 GTEX 100 0.0005 0.0 125 1738 0.0 -8 0.0018167796022995238 0.0017780311480465525 50 GTEX 100 0.0005 0.0 125 1738 0.0 -9 0.0017224497881448333 0.0016899437098250416 50 GTEX 100 0.0005 0.0 125 1738 0.0 -10 0.0016452126230225455 0.0016128794469838757 50 GTEX 100 0.0005 0.0 125 1738 0.0 -11 0.0015806906516560928 0.0015617662814123548 50 GTEX 100 0.0005 0.0 125 1738 0.0 -12 0.0015277930372834853 0.0015136115401257325 50 GTEX 100 0.0005 0.0 125 1738 0.0 -13 0.001486219652314351 0.001473326950436706 50 GTEX 100 0.0005 0.0 125 1738 0.0 -14 0.00145095373956933 0.001441724817073787 50 GTEX 100 0.0005 0.0 125 1738 0.0 -15 0.0014183960117041998 0.0014085751836906992 50 GTEX 100 0.0005 0.0 125 1738 0.0 -16 0.0013933430003766469 0.001382988466821016 50 GTEX 100 0.0005 0.0 125 1738 0.0 -17 0.0013672623669627702 0.001362776179920117 50 GTEX 100 0.0005 0.0 125 1738 0.0 -18 0.0013442865666916928 0.0013388058957696923 50 GTEX 100 0.0005 0.0 125 1738 0.0 -19 0.0013253793059981548 0.001320803247590482 50 GTEX 100 0.0005 0.0 125 1738 0.0 -20 0.001306883548147834 0.0013057859798188643 50 GTEX 100 0.0005 0.0 125 1738 0.0 -21 0.0012905114696112135 0.0012882509983247394 50 GTEX 100 0.0005 0.0 125 1738 0.0 -22 0.0012763101784809495 0.001270390750429533 50 GTEX 100 0.0005 0.0 125 1738 0.0 -23 0.001259707497559044 0.0012600869245777621 50 GTEX 100 0.0005 0.0 125 1738 0.0 -24 0.0012458456515448565 0.001243947097056053 50 GTEX 100 0.0005 0.0 125 1738 0.0 -25 0.0012332059750199637 0.0012355418227340304 50 GTEX 100 0.0005 0.0 125 1738 0.0 -26 0.0012209828143785516 0.0012222991996451843 50 GTEX 100 0.0005 0.0 125 1738 0.0 -27 0.0012078780010931869 0.00120740659254295 50 GTEX 100 0.0005 0.0 125 1738 0.0 -28 0.0011942876302111342 0.0011970712429270178 50 GTEX 100 0.0005 0.0 125 1738 0.0 -29 0.0011800883983790061 0.001181674617238187 50 GTEX 100 0.0005 0.0 125 1738 0.0 -30 0.0011696526345535106 0.0011701690198626978 50 GTEX 100 0.0005 0.0 125 1738 0.0 -31 0.0011602427262822298 0.0011637392365320554 50 GTEX 100 0.0005 0.0 125 1738 0.0 -32 0.001149163321842083 0.001152847732856388 50 GTEX 100 0.0005 0.0 125 1738 0.0 -33 0.0011408501152203763 0.0011442199886330321 50 GTEX 100 0.0005 0.0 125 1738 0.0 -34 0.0011329607157064404 0.0011400296308539325 50 GTEX 100 0.0005 0.0 125 1738 0.0 -35 0.0011240056268739006 0.0011379856270111162 50 GTEX 100 0.0005 0.0 125 1738 0.0 -36 0.001117652464501162 0.001124081046262069 50 GTEX 100 0.0005 0.0 125 1738 0.0 -37 0.0011085850691731325 0.0011142708964029702 50 GTEX 100 0.0005 0.0 125 1738 0.0 -38 0.0011025024831046713 0.0011058776803622766 50 GTEX 100 0.0005 0.0 125 1738 0.0 -39 0.0010943744699695487 0.0011001403774170226 50 GTEX 100 0.0005 0.0 125 1738 0.0 -40 0.0010878225691008376 0.0010908424675893109 50 GTEX 100 0.0005 0.0 125 1738 0.0 -41 0.0010793505139876948 0.0010832778934855014 50 GTEX 100 0.0005 0.0 125 1738 0.0 -42 0.0010708357776076233 0.0010752847361530642 50 GTEX 100 0.0005 0.0 125 1738 0.0 -43 0.0010637474693612737 0.0010722530372759519 50 GTEX 100 0.0005 0.0 125 1738 0.0 -44 0.0010589842543127339 0.0010688871809435448 50 GTEX 100 0.0005 0.0 125 1738 0.0 -45 0.0010552352636525636 0.0010587474621855388 50 GTEX 100 0.0005 0.0 125 1738 0.0 -46 0.0010504156313190247 0.0010604838430775265 50 GTEX 100 0.0005 0.0 125 1738 0.0 -47 0.0010492455586146678 0.0010519116979044554 50 GTEX 100 0.0005 0.0 125 1738 0.0 -48 0.0010437379920159844 0.001053264358956473 50 GTEX 100 0.0005 0.0 125 1738 0.0 -49 0.001039705750949758 0.0010482715490360889 50 GTEX 100 0.0005 0.0 125 1738 0.0 -50 0.0010369670271411207 0.0010475551809348918 50 GTEX 100 0.0005 0.0 125 1738 0.0 -51 0.0010327906726373141 0.0010436012078972512 50 GTEX 100 0.0005 0.0 125 1738 0.0 -52 0.0010288661736317173 0.001036063845432275 50 GTEX 100 0.0005 0.0 125 1738 0.0 -53 0.0010247909331085694 0.0010337808147071021 50 GTEX 100 0.0005 0.0 125 1738 0.0 -54 0.0010182926501649165 0.0010296237911053441 50 GTEX 100 0.0005 0.0 125 1738 0.0 -55 0.0010158640503054252 0.0010251209742704781 50 GTEX 100 0.0005 0.0 125 1738 0.0 -56 0.0010103496379029425 0.0010225002489233311 50 GTEX 100 0.0005 0.0 125 1738 0.0 -57 0.0010069021682877787 0.0010183727283060847 50 GTEX 100 0.0005 0.0 125 1738 0.0 -58 0.0010036150963842795 0.0010163280669158899 50 GTEX 100 0.0005 0.0 125 1738 0.0 -59 0.0010000329969931496 0.0010109953562367864 50 GTEX 100 0.0005 0.0 125 1738 0.0 -60 0.0009962539636603567 0.001008343943611616 50 GTEX 100 0.0005 0.0 125 1738 0.0 -61 0.0009917393867210737 0.0010053229535055194 50 GTEX 100 0.0005 0.0 125 1738 0.0 -62 0.0009876965408916725 0.0010001448958230422 50 GTEX 100 0.0005 0.0 125 1738 0.0 -63 0.000984823148958999 0.0009983562967941844 50 GTEX 100 0.0005 0.0 125 1738 0.0 -64 0.0009815216421642926 0.000990749744343405 50 GTEX 100 0.0005 0.0 125 1738 0.0 -65 0.000978679134280701 0.0009911867989999146 50 GTEX 100 0.0005 0.0 125 1738 0.0 -66 0.0009766426924183737 0.000990830046902039 50 GTEX 100 0.0005 0.0 125 1738 0.0 -67 0.0009740218514753828 0.0009880644749998763 50 GTEX 100 0.0005 0.0 125 1738 0.0 -68 0.000972758659265512 0.0009884730171980584 50 GTEX 100 0.0005 0.0 125 1738 0.0 -69 0.0009711873416514998 0.000990242993316574 50 GTEX 100 0.0005 0.0 125 1738 0.0 -70 0.0009683294951362083 0.000986840883238921 50 GTEX 100 0.0005 0.0 125 1738 0.0 -71 0.000966193880159335 0.000977137768083383 50 GTEX 100 0.0005 0.0 125 1738 0.0 -72 0.0009641878102330354 0.0009763535827454959 50 GTEX 100 0.0005 0.0 125 1738 0.0 -73 0.0009619172617022408 0.0009752296546727291 50 GTEX 100 0.0005 0.0 125 1738 0.0 -74 0.0009586873231111369 0.0009765956524720577 50 GTEX 100 0.0005 0.0 125 1738 0.0 -75 0.0009576973755167801 0.0009744566176511602 50 GTEX 100 0.0005 0.0 125 1738 0.0 -76 0.0009562643278371773 0.0009712356825699116 50 GTEX 100 0.0005 0.0 125 1738 0.0 -77 0.00095345494519129 0.0009692133867541265 50 GTEX 100 0.0005 0.0 125 1738 0.0 -78 0.0009520777499419698 0.0009690431928653412 50 GTEX 100 0.0005 0.0 125 1738 0.0 -79 0.0009501186116039084 0.0009660049257074047 50 GTEX 100 0.0005 0.0 125 1738 0.0 -80 0.0009500893532867412 0.0009631928298383342 50 GTEX 100 0.0005 0.0 125 1738 0.0 -81 0.0009474775681510808 0.0009638128312837559 50 GTEX 100 0.0005 0.0 125 1738 0.0 -82 0.000946898826575917 0.0009628746897812593 50 GTEX 100 0.0005 0.0 125 1738 0.0 -83 0.0009447509277167018 0.0009592981257001399 50 GTEX 100 0.0005 0.0 125 1738 0.0 -84 0.0009441993738658112 0.0009597672320842148 50 GTEX 100 0.0005 0.0 125 1738 0.0 -85 0.0009434309989927463 0.0009613392910895295 50 GTEX 100 0.0005 0.0 125 1738 0.0 -86 0.0009413507398641621 0.0009557575456835258 50 GTEX 100 0.0005 0.0 125 1738 0.0 -87 0.0009398536984042396 0.0009572304779275926 50 GTEX 100 0.0005 0.0 125 1738 0.0 -88 0.0009378495612157622 0.0009564986139732437 50 GTEX 100 0.0005 0.0 125 1738 0.0 -89 0.0009375159842951523 0.0009611569472921466 50 GTEX 100 0.0005 0.0 125 1738 0.0 -90 0.0009357256625611833 0.0009511921989922712 50 GTEX 100 0.0005 0.0 125 1738 0.0 -91 0.0009336554112213975 0.0009552295975512807 50 GTEX 100 0.0005 0.0 125 1738 0.0 -92 0.0009326691302116514 0.0009484661816302404 50 GTEX 100 0.0005 0.0 125 1738 0.0 -93 0.0009311764061345106 0.0009471346806122181 50 GTEX 100 0.0005 0.0 125 1738 0.0 -94 0.0009298091990664858 0.000946685220420311 50 GTEX 100 0.0005 0.0 125 1738 0.0 -95 0.0009285781617165993 0.0009472986252557047 50 GTEX 100 0.0005 0.0 125 1738 0.0 -96 0.0009278113587639516 0.0009447299230608295 50 GTEX 100 0.0005 0.0 125 1738 0.0 -97 0.0009263084504181887 0.0009441649942515425 50 GTEX 100 0.0005 0.0 125 1738 0.0 -98 0.0009257363267288161 0.0009440048531356477 50 GTEX 100 0.0005 0.0 125 1738 0.0 -99 0.0009252672140659975 0.0009444399380272063 50 GTEX 100 0.0005 0.0 125 1738 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.001lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.001lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index d6f276c93..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.001lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08287011821885805 0.048728271794749756 100 GTEX 100 0.001 0.1 125 7215 0.0 -1 0.036946569259919 0.010138998696927562 100 GTEX 100 0.001 0.1 125 7215 0.0 -2 0.0061224034280167264 0.004322409116354959 100 GTEX 100 0.001 0.1 125 7215 0.0 -3 0.004549284904218956 0.0035841999409061648 100 GTEX 100 0.001 0.1 125 7215 0.0 -4 0.003969389543895851 0.0030835337889072675 100 GTEX 100 0.001 0.1 125 7215 0.0 -5 0.0036489185268936686 0.0028642506131498647 100 GTEX 100 0.001 0.1 125 7215 0.0 -6 0.003434025730393308 0.0026083357221386733 100 GTEX 100 0.001 0.1 125 7215 0.0 -7 0.0032720391185704534 0.002488441805146323 100 GTEX 100 0.001 0.1 125 7215 0.0 -8 0.0031765903202562837 0.0023885513832898873 100 GTEX 100 0.001 0.1 125 7215 0.0 -9 0.003118959264444122 0.002334017797015579 100 GTEX 100 0.001 0.1 125 7215 0.0 -10 0.0030292863918479573 0.0022553090429280535 100 GTEX 100 0.001 0.1 125 7215 0.0 -11 0.0029968167256994396 0.0022406280368297386 100 GTEX 100 0.001 0.1 125 7215 0.0 -12 0.0029502480369629058 0.0022509358336391216 100 GTEX 100 0.001 0.1 125 7215 0.0 -13 0.002902300913025371 0.002127617168215461 100 GTEX 100 0.001 0.1 125 7215 0.0 -14 0.002890690207895349 0.0021227912268222456 100 GTEX 100 0.001 0.1 125 7215 0.0 -15 0.0028477334599643694 0.0021127759693225865 100 GTEX 100 0.001 0.1 125 7215 0.0 -16 0.002814093245219137 0.0021031531009525627 100 GTEX 100 0.001 0.1 125 7215 0.0 -17 0.0027932895173744554 0.0020802009588695297 100 GTEX 100 0.001 0.1 125 7215 0.0 -18 0.0027897450947994176 0.0020411307445440457 100 GTEX 100 0.001 0.1 125 7215 0.0 -19 0.002794055612065237 0.0020526248010888184 100 GTEX 100 0.001 0.1 125 7215 0.0 -20 0.002735363032849447 0.0020558167348116523 100 GTEX 100 0.001 0.1 125 7215 0.0 -21 0.002748510323229162 0.0020356110944288706 100 GTEX 100 0.001 0.1 125 7215 0.0 -22 0.002691944165155685 0.002024703786155995 100 GTEX 100 0.001 0.1 125 7215 0.0 -23 0.0027027806464188786 0.00203406424730832 100 GTEX 100 0.001 0.1 125 7215 0.0 -24 0.002679498360082161 0.0019868918966339058 100 GTEX 100 0.001 0.1 125 7215 0.0 -25 0.002652756507106395 0.0019993750474100558 100 GTEX 100 0.001 0.1 125 7215 0.0 -26 0.0026602560663480696 0.002006865562888804 100 GTEX 100 0.001 0.1 125 7215 0.0 -27 0.002666506312675975 0.001988029515569031 100 GTEX 100 0.001 0.1 125 7215 0.0 -28 0.0026302994522059008 0.0019479514774246702 100 GTEX 100 0.001 0.1 125 7215 0.0 -29 0.002662433864755588 0.00196942875291019 100 GTEX 100 0.001 0.1 125 7215 0.0 -30 0.002635733495722483 0.0019225730457141316 100 GTEX 100 0.001 0.1 125 7215 0.0 -31 0.002632460774236223 0.0019172937808445028 100 GTEX 100 0.001 0.1 125 7215 0.0 -32 0.002610606592047412 0.0019296443575865698 100 GTEX 100 0.001 0.1 125 7215 0.0 -33 0.0025821550321504846 0.001898560655292676 100 GTEX 100 0.001 0.1 125 7215 0.0 -34 0.0025941211246184237 0.0019356508061162305 100 GTEX 100 0.001 0.1 125 7215 0.0 -35 0.0026134708339718917 0.0019273389982477453 100 GTEX 100 0.001 0.1 125 7215 0.0 -36 0.0025640365967342675 0.0018908623504158492 100 GTEX 100 0.001 0.1 125 7215 0.0 -37 0.002581292646162364 0.001975752017991936 100 GTEX 100 0.001 0.1 125 7215 0.0 -38 0.002591277804914116 0.0018757628666470712 100 GTEX 100 0.001 0.1 125 7215 0.0 -39 0.0025723447671113474 0.0018729293234681732 100 GTEX 100 0.001 0.1 125 7215 0.0 -40 0.0025477085303707227 0.0019111484218346303 100 GTEX 100 0.001 0.1 125 7215 0.0 -41 0.0025348479602426083 0.0018567207735031843 100 GTEX 100 0.001 0.1 125 7215 0.0 -42 0.0025426339460106937 0.0018633158816407105 100 GTEX 100 0.001 0.1 125 7215 0.0 -43 0.0025498384038354126 0.0019056292174617713 100 GTEX 100 0.001 0.1 125 7215 0.0 -44 0.0025553555758848034 0.0018477832315093041 100 GTEX 100 0.001 0.1 125 7215 0.0 -45 0.0025415271081613146 0.00192120567870684 100 GTEX 100 0.001 0.1 125 7215 0.0 -46 0.0025452716803392454 0.0018915872987246445 100 GTEX 100 0.001 0.1 125 7215 0.0 -47 0.00251400212263837 0.0018475429449733276 100 GTEX 100 0.001 0.1 125 7215 0.0 -48 0.002495530215209562 0.0018615704290958356 100 GTEX 100 0.001 0.1 125 7215 0.0 -49 0.0024972374419322363 0.0018459331512472418 100 GTEX 100 0.001 0.1 125 7215 0.0 -50 0.0024686342402265612 0.0018186477086411172 100 GTEX 100 0.001 0.1 125 7215 0.0 -51 0.0024993239112839367 0.001860459041675489 100 GTEX 100 0.001 0.1 125 7215 0.0 -52 0.0024598781242024213 0.001821477654011134 100 GTEX 100 0.001 0.1 125 7215 0.0 -53 0.002453114056378938 0.001825454640432399 100 GTEX 100 0.001 0.1 125 7215 0.0 -54 0.0024685543545497103 0.001836710361172463 100 GTEX 100 0.001 0.1 125 7215 0.0 -55 0.002468366410122466 0.001820929612284491 100 GTEX 100 0.001 0.1 125 7215 0.0 -56 0.0024586294940404743 0.0018070392901991484 100 GTEX 100 0.001 0.1 125 7215 0.0 -57 0.002435900989302692 0.0017987767817849159 100 GTEX 100 0.001 0.1 125 7215 0.0 -58 0.0024480583902280785 0.0018099771410637596 100 GTEX 100 0.001 0.1 125 7215 0.0 -59 0.0024603437453032634 0.0018354714644484987 100 GTEX 100 0.001 0.1 125 7215 0.0 -60 0.002429195167826359 0.0017970822315075269 100 GTEX 100 0.001 0.1 125 7215 0.0 -61 0.0024480975724011423 0.0018360522781948455 100 GTEX 100 0.001 0.1 125 7215 0.0 -62 0.0024634565737942913 0.001802120824741065 100 GTEX 100 0.001 0.1 125 7215 0.0 -63 0.0024464735140780217 0.0018278881517936523 100 GTEX 100 0.001 0.1 125 7215 0.0 -64 0.002443357973467837 0.001780687254134693 100 GTEX 100 0.001 0.1 125 7215 0.0 -65 0.0024579852919343254 0.0017711569080589614 100 GTEX 100 0.001 0.1 125 7215 0.0 -66 0.0024541811360410453 0.0018006953465692103 100 GTEX 100 0.001 0.1 125 7215 0.0 -67 0.002448834146197767 0.0017884011772556847 100 GTEX 100 0.001 0.1 125 7215 0.0 -68 0.002413171711258273 0.0017849355865227406 100 GTEX 100 0.001 0.1 125 7215 0.0 -69 0.002408236804650137 0.001785310490779267 100 GTEX 100 0.001 0.1 125 7215 0.0 -70 0.0024195924370590052 0.0018123484485757894 100 GTEX 100 0.001 0.1 125 7215 0.0 -71 0.00243069614533418 0.0017909460051247262 100 GTEX 100 0.001 0.1 125 7215 0.0 -72 0.0024471205935990663 0.0018173059016579458 100 GTEX 100 0.001 0.1 125 7215 0.0 -73 0.002443757903100782 0.0018061754544276192 100 GTEX 100 0.001 0.1 125 7215 0.0 -74 0.002417793463306838 0.0018046689764224702 100 GTEX 100 0.001 0.1 125 7215 0.0 -75 0.0024313123765042177 0.0017659142927688054 100 GTEX 100 0.001 0.1 125 7215 0.0 -76 0.0024156808936080113 0.0017790614296204123 100 GTEX 100 0.001 0.1 125 7215 0.0 -77 0.0024008618189025684 0.0018920677783987538 100 GTEX 100 0.001 0.1 125 7215 0.0 -78 0.0023988734262684456 0.0017955161014947148 100 GTEX 100 0.001 0.1 125 7215 0.0 -79 0.002412518702511949 0.0017727419163875934 100 GTEX 100 0.001 0.1 125 7215 0.0 -80 0.00238279197504739 0.001834977252192852 100 GTEX 100 0.001 0.1 125 7215 0.0 -81 0.0024132680720334366 0.0017563069904109768 100 GTEX 100 0.001 0.1 125 7215 0.0 -82 0.002410664342193686 0.0017983976126552874 100 GTEX 100 0.001 0.1 125 7215 0.0 -83 0.002399662230813092 0.0017719680855950136 100 GTEX 100 0.001 0.1 125 7215 0.0 -84 0.0024317779392190927 0.0018573982177210171 100 GTEX 100 0.001 0.1 125 7215 0.0 -85 0.0024143261757754147 0.001770277592148136 100 GTEX 100 0.001 0.1 125 7215 0.0 -86 0.002416189144260916 0.0017454186888206254 100 GTEX 100 0.001 0.1 125 7215 0.0 -87 0.0024180814863721803 0.001752950691090394 100 GTEX 100 0.001 0.1 125 7215 0.0 -88 0.0023729273051576747 0.0017575350250985063 100 GTEX 100 0.001 0.1 125 7215 0.0 -89 0.0024093550016934936 0.0017546289596005482 100 GTEX 100 0.001 0.1 125 7215 0.0 -90 0.0023924781630452977 0.0018176289869316574 100 GTEX 100 0.001 0.1 125 7215 0.0 -91 0.0023918422838169117 0.0017453394095438175 100 GTEX 100 0.001 0.1 125 7215 0.0 -92 0.002402147648598693 0.0017397111417201592 100 GTEX 100 0.001 0.1 125 7215 0.0 -93 0.002396501953615909 0.0017473788391055092 100 GTEX 100 0.001 0.1 125 7215 0.0 -94 0.0023718687992805056 0.001775494176441159 100 GTEX 100 0.001 0.1 125 7215 0.0 -95 0.002410348710140958 0.00174744606032231 100 GTEX 100 0.001 0.1 125 7215 0.0 -96 0.0023794512820646623 0.0017604250890227609 100 GTEX 100 0.001 0.1 125 7215 0.0 -97 0.0024064325924913177 0.0017659573496174167 100 GTEX 100 0.001 0.1 125 7215 0.0 -98 0.0023781715064325575 0.001724969572653222 100 GTEX 100 0.001 0.1 125 7215 0.0 -99 0.002367093713976324 0.0017964838571959802 100 GTEX 100 0.001 0.1 125 7215 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.001lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.001lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 45d4db851..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.001lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08734321988449312 0.03969225482908945 100 GTEX 100 0.001 0.5 125 6183 0.0 -1 0.015511537980167462 0.007047243290598515 100 GTEX 100 0.001 0.5 125 6183 0.0 -2 0.007618208095888578 0.005749047457633589 100 GTEX 100 0.001 0.5 125 6183 0.0 -3 0.006788903237604296 0.005116368574887061 100 GTEX 100 0.001 0.5 125 6183 0.0 -4 0.00635429084032626 0.004775961745926976 100 GTEX 100 0.001 0.5 125 6183 0.0 -5 0.006025835095168032 0.004704263601310466 100 GTEX 100 0.001 0.5 125 6183 0.0 -6 0.005814969787499863 0.004576536862200884 100 GTEX 100 0.001 0.5 125 6183 0.0 -7 0.005676790401068014 0.004542860167079779 100 GTEX 100 0.001 0.5 125 6183 0.0 -8 0.005580095720446021 0.004342516234406613 100 GTEX 100 0.001 0.5 125 6183 0.0 -9 0.005535604853617458 0.004311125236828971 100 GTEX 100 0.001 0.5 125 6183 0.0 -10 0.005462359312579022 0.004196396534872939 100 GTEX 100 0.001 0.5 125 6183 0.0 -11 0.005479218852576889 0.004162731155498173 100 GTEX 100 0.001 0.5 125 6183 0.0 -12 0.005407256707887507 0.004120649314864394 100 GTEX 100 0.001 0.5 125 6183 0.0 -13 0.0053911502983134225 0.004060135738208833 100 GTEX 100 0.001 0.5 125 6183 0.0 -14 0.005416767860241286 0.004184432073669799 100 GTEX 100 0.001 0.5 125 6183 0.0 -15 0.005386599701222966 0.004116951273718828 100 GTEX 100 0.001 0.5 125 6183 0.0 -16 0.0053512729253130786 0.004333050204476363 100 GTEX 100 0.001 0.5 125 6183 0.0 -17 0.005310351414572724 0.004100824418537914 100 GTEX 100 0.001 0.5 125 6183 0.0 -18 0.00533480521137438 0.004032695798748686 100 GTEX 100 0.001 0.5 125 6183 0.0 -19 0.005299924266181971 0.004089454223469126 100 GTEX 100 0.001 0.5 125 6183 0.0 -20 0.005317431525536313 0.0040640020096752464 100 GTEX 100 0.001 0.5 125 6183 0.0 -21 0.005279405745521724 0.003977639070347291 100 GTEX 100 0.001 0.5 125 6183 0.0 -22 0.005262356075533289 0.004004456513621508 100 GTEX 100 0.001 0.5 125 6183 0.0 -23 0.005276253581563728 0.003963304035535557 100 GTEX 100 0.001 0.5 125 6183 0.0 -24 0.005271441419621188 0.0038030432455751608 100 GTEX 100 0.001 0.5 125 6183 0.0 -25 0.005208894569726624 0.003853063059248342 100 GTEX 100 0.001 0.5 125 6183 0.0 -26 0.005236096432847875 0.0039097456103934424 100 GTEX 100 0.001 0.5 125 6183 0.0 -27 0.005209719270868738 0.003935533688145162 100 GTEX 100 0.001 0.5 125 6183 0.0 -28 0.005166141127560925 0.0041087692853120006 100 GTEX 100 0.001 0.5 125 6183 0.0 -29 0.005236430196497824 0.003790315548701658 100 GTEX 100 0.001 0.5 125 6183 0.0 -30 0.00519449669945274 0.004066620542607606 100 GTEX 100 0.001 0.5 125 6183 0.0 -31 0.005159218770069064 0.003844513672938705 100 GTEX 100 0.001 0.5 125 6183 0.0 -32 0.00516105953872942 0.003929336000226807 100 GTEX 100 0.001 0.5 125 6183 0.0 -33 0.005123145354316906 0.003865068095838899 100 GTEX 100 0.001 0.5 125 6183 0.0 -34 0.005168963782174497 0.003903710829561484 100 GTEX 100 0.001 0.5 125 6183 0.0 -35 0.005122738389273332 0.0038110567672893464 100 GTEX 100 0.001 0.5 125 6183 0.0 -36 0.005125031435160372 0.0037942744424998647 100 GTEX 100 0.001 0.5 125 6183 0.0 -37 0.005119816108377639 0.004025392716807161 100 GTEX 100 0.001 0.5 125 6183 0.0 -38 0.005120100184487679 0.0037576151708983764 100 GTEX 100 0.001 0.5 125 6183 0.0 -39 0.005135418860582348 0.003962834209855292 100 GTEX 100 0.001 0.5 125 6183 0.0 -40 0.005112145353414396 0.003838076952936928 100 GTEX 100 0.001 0.5 125 6183 0.0 -41 0.005116587577788473 0.0037633535875354544 100 GTEX 100 0.001 0.5 125 6183 0.0 -42 0.005100402713411821 0.003834093864228109 100 GTEX 100 0.001 0.5 125 6183 0.0 -43 0.005099546397916458 0.0037128011998808995 100 GTEX 100 0.001 0.5 125 6183 0.0 -44 0.005077670821132048 0.0038291071532754505 100 GTEX 100 0.001 0.5 125 6183 0.0 -45 0.005078785978342259 0.003993712404579944 100 GTEX 100 0.001 0.5 125 6183 0.0 -46 0.005102568411881076 0.003856156001880255 100 GTEX 100 0.001 0.5 125 6183 0.0 -47 0.005101207570506635 0.0036866526232727805 100 GTEX 100 0.001 0.5 125 6183 0.0 -48 0.005056948528676324 0.003756382978014903 100 GTEX 100 0.001 0.5 125 6183 0.0 -49 0.0050943833474788765 0.003714707659684943 100 GTEX 100 0.001 0.5 125 6183 0.0 -50 0.005090075450178794 0.0037504059356414207 100 GTEX 100 0.001 0.5 125 6183 0.0 -51 0.0050863917127843454 0.0038648615954195932 100 GTEX 100 0.001 0.5 125 6183 0.0 -52 0.005036561475554958 0.0038688126429136374 100 GTEX 100 0.001 0.5 125 6183 0.0 -53 0.005087471808114745 0.0036826926804087463 100 GTEX 100 0.001 0.5 125 6183 0.0 -54 0.005058161039641232 0.0039931677384549905 100 GTEX 100 0.001 0.5 125 6183 0.0 -55 0.005083327852264306 0.003684962257749964 100 GTEX 100 0.001 0.5 125 6183 0.0 -56 0.005067216262030094 0.0038780946365979006 100 GTEX 100 0.001 0.5 125 6183 0.0 -57 0.005062381167191427 0.00373384487078642 100 GTEX 100 0.001 0.5 125 6183 0.0 -58 0.005056048353711538 0.003771221010233966 100 GTEX 100 0.001 0.5 125 6183 0.0 -59 0.005022223236142969 0.003780684668478687 100 GTEX 100 0.001 0.5 125 6183 0.0 -60 0.005056056748059233 0.0038344221642885373 100 GTEX 100 0.001 0.5 125 6183 0.0 -61 0.005055222948838989 0.0038082964759065057 100 GTEX 100 0.001 0.5 125 6183 0.0 -62 0.005051548346167612 0.0035829207790880942 100 GTEX 100 0.001 0.5 125 6183 0.0 -63 0.005046412675157764 0.0037597688614344755 100 GTEX 100 0.001 0.5 125 6183 0.0 -64 0.0050523566179807 0.00373191418774256 100 GTEX 100 0.001 0.5 125 6183 0.0 -65 0.005008534916013627 0.0037528885848919363 100 GTEX 100 0.001 0.5 125 6183 0.0 -66 0.005037895871480383 0.003786678064770345 100 GTEX 100 0.001 0.5 125 6183 0.0 -67 0.005005062508765812 0.0036508890998482478 100 GTEX 100 0.001 0.5 125 6183 0.0 -68 0.005038392054019558 0.0037170268272973964 100 GTEX 100 0.001 0.5 125 6183 0.0 -69 0.005010048536149158 0.0037267513417359086 100 GTEX 100 0.001 0.5 125 6183 0.0 -70 0.005021612218342972 0.0035661155970575916 100 GTEX 100 0.001 0.5 125 6183 0.0 -71 0.0050250059868748856 0.0036730424584218873 100 GTEX 100 0.001 0.5 125 6183 0.0 -72 0.005013438801424685 0.003591547314672529 100 GTEX 100 0.001 0.5 125 6183 0.0 -73 0.00505184356917691 0.003743386438768003 100 GTEX 100 0.001 0.5 125 6183 0.0 -74 0.005008683765650007 0.003629142807145026 100 GTEX 100 0.001 0.5 125 6183 0.0 -75 0.005021982410606074 0.0036497319377463014 100 GTEX 100 0.001 0.5 125 6183 0.0 -76 0.005027412327557953 0.0035981203370971937 100 GTEX 100 0.001 0.5 125 6183 0.0 -77 0.00503925855690697 0.0035723123005361158 100 GTEX 100 0.001 0.5 125 6183 0.0 -78 0.00501412049088766 0.00373048040158905 100 GTEX 100 0.001 0.5 125 6183 0.0 -79 0.005015616642453467 0.0037345635375369184 100 GTEX 100 0.001 0.5 125 6183 0.0 -80 0.005024867550451932 0.003784976388812915 100 GTEX 100 0.001 0.5 125 6183 0.0 -81 0.005006347242286314 0.0037151784937078055 100 GTEX 100 0.001 0.5 125 6183 0.0 -82 0.005010568115819299 0.0036901664280973574 100 GTEX 100 0.001 0.5 125 6183 0.0 -83 0.005002866644230088 0.0036109209763587314 100 GTEX 100 0.001 0.5 125 6183 0.0 -84 0.004975512717538951 0.0036416803451233717 100 GTEX 100 0.001 0.5 125 6183 0.0 -85 0.005002820097333802 0.003621693094129968 100 GTEX 100 0.001 0.5 125 6183 0.0 -86 0.005033943530355482 0.003794513551603309 100 GTEX 100 0.001 0.5 125 6183 0.0 -87 0.005042468738906755 0.0038016628493473445 100 GTEX 100 0.001 0.5 125 6183 0.0 -88 0.005037741704244929 0.0037042005775503447 100 GTEX 100 0.001 0.5 125 6183 0.0 -89 0.004980741788978368 0.0035590382935585516 100 GTEX 100 0.001 0.5 125 6183 0.0 -90 0.0049800784897668735 0.0036530295712696283 100 GTEX 100 0.001 0.5 125 6183 0.0 -91 0.005011739879970526 0.00362315848770732 100 GTEX 100 0.001 0.5 125 6183 0.0 -92 0.004995972492718433 0.003662622845359855 100 GTEX 100 0.001 0.5 125 6183 0.0 -93 0.004995564680807808 0.003750190660251241 100 GTEX 100 0.001 0.5 125 6183 0.0 -94 0.004979950959960577 0.0035840123918389074 100 GTEX 100 0.001 0.5 125 6183 0.0 -95 0.004984100921400418 0.003557712590399804 100 GTEX 100 0.001 0.5 125 6183 0.0 -96 0.005015391544826991 0.003662562003082989 100 GTEX 100 0.001 0.5 125 6183 0.0 -97 0.004973627169645738 0.0037069656291247094 100 GTEX 100 0.001 0.5 125 6183 0.0 -98 0.004984627686381133 0.003658360564380091 100 GTEX 100 0.001 0.5 125 6183 0.0 -99 0.004984002233277981 0.0037249789976943355 100 GTEX 100 0.001 0.5 125 6183 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.001lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.001lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 4ab475513..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.001lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08526530858627832 0.04784844531022551 100 GTEX 100 0.001 0.0 125 1379 0.0 -1 0.024625993788105007 0.006168645441872085 100 GTEX 100 0.001 0.0 125 1379 0.0 -2 0.0050272794897442095 0.004236005490093347 100 GTEX 100 0.001 0.0 125 1379 0.0 -3 0.0038663462543240506 0.003505669504991899 100 GTEX 100 0.001 0.0 125 1379 0.0 -4 0.0032932152030907876 0.003078722450775962 100 GTEX 100 0.001 0.0 125 1379 0.0 -5 0.0029386088462198022 0.0028028172102647023 100 GTEX 100 0.001 0.0 125 1379 0.0 -6 0.002689277070334524 0.00259310889550035 100 GTEX 100 0.001 0.0 125 1379 0.0 -7 0.0025109497372234548 0.0024474208462742573 100 GTEX 100 0.001 0.0 125 1379 0.0 -8 0.0023761227237222198 0.002327010621575235 100 GTEX 100 0.001 0.0 125 1379 0.0 -9 0.002273192338050679 0.002242146692851367 100 GTEX 100 0.001 0.0 125 1379 0.0 -10 0.002198940276460364 0.0021752081793722316 100 GTEX 100 0.001 0.0 125 1379 0.0 -11 0.002140792216871493 0.002131608344026675 100 GTEX 100 0.001 0.0 125 1379 0.0 -12 0.002091821510743362 0.0020825848410068923 100 GTEX 100 0.001 0.0 125 1379 0.0 -13 0.00204871990068668 0.0020448218007703017 100 GTEX 100 0.001 0.0 125 1379 0.0 -14 0.002012099050780481 0.002008273297240922 100 GTEX 100 0.001 0.0 125 1379 0.0 -15 0.001977926043367494 0.0019731702395456314 100 GTEX 100 0.001 0.0 125 1379 0.0 -16 0.0019449127492200443 0.0019485487128136955 100 GTEX 100 0.001 0.0 125 1379 0.0 -17 0.0019166054589689814 0.0019175090265775474 100 GTEX 100 0.001 0.0 125 1379 0.0 -18 0.0018920062464078823 0.001894829592033654 100 GTEX 100 0.001 0.0 125 1379 0.0 -19 0.0018698803212960353 0.001877145180407869 100 GTEX 100 0.001 0.0 125 1379 0.0 -20 0.0018485194536017866 0.0018586806466930437 100 GTEX 100 0.001 0.0 125 1379 0.0 -21 0.001835208541468798 0.0018434746650369846 100 GTEX 100 0.001 0.0 125 1379 0.0 -22 0.0018226628518278009 0.0018377024529877158 100 GTEX 100 0.001 0.0 125 1379 0.0 -23 0.0018112166618498018 0.0018265134315874018 100 GTEX 100 0.001 0.0 125 1379 0.0 -24 0.0018017904637462102 0.0018160621340815048 100 GTEX 100 0.001 0.0 125 1379 0.0 -25 0.0017920969002160538 0.0018110065818357037 100 GTEX 100 0.001 0.0 125 1379 0.0 -26 0.0017857025796901684 0.0018022417895559631 100 GTEX 100 0.001 0.0 125 1379 0.0 -27 0.0017809177986141073 0.0017940411516801655 100 GTEX 100 0.001 0.0 125 1379 0.0 -28 0.0017720394670133783 0.0017908730972629083 100 GTEX 100 0.001 0.0 125 1379 0.0 -29 0.0017678440369853913 0.001783276198984269 100 GTEX 100 0.001 0.0 125 1379 0.0 -30 0.0017607023837450143 0.0017802727846039225 100 GTEX 100 0.001 0.0 125 1379 0.0 -31 0.0017566557006246015 0.0017749615679335685 100 GTEX 100 0.001 0.0 125 1379 0.0 -32 0.0017515572695690383 0.0017664978495788382 100 GTEX 100 0.001 0.0 125 1379 0.0 -33 0.0017464800877713027 0.0017671439780750995 100 GTEX 100 0.001 0.0 125 1379 0.0 -34 0.0017427487207332267 0.0017627205818310776 100 GTEX 100 0.001 0.0 125 1379 0.0 -35 0.0017377234406045624 0.0017577205079044624 100 GTEX 100 0.001 0.0 125 1379 0.0 -36 0.0017355484760315126 0.0017616253566641374 100 GTEX 100 0.001 0.0 125 1379 0.0 -37 0.0017324298507411687 0.00175997041902388 100 GTEX 100 0.001 0.0 125 1379 0.0 -38 0.0017283185981766917 0.0017536741255573616 100 GTEX 100 0.001 0.0 125 1379 0.0 -39 0.0017276293257194521 0.0017433625485698476 100 GTEX 100 0.001 0.0 125 1379 0.0 -40 0.0017246385714022679 0.0017491803679813565 100 GTEX 100 0.001 0.0 125 1379 0.0 -41 0.0017219199531419364 0.0017387779941251183 100 GTEX 100 0.001 0.0 125 1379 0.0 -42 0.0017201715612629972 0.0017456158959331565 100 GTEX 100 0.001 0.0 125 1379 0.0 -43 0.0017184925968406085 0.0017403000576187903 100 GTEX 100 0.001 0.0 125 1379 0.0 -44 0.0017139704506981025 0.0017431001550741068 100 GTEX 100 0.001 0.0 125 1379 0.0 -45 0.0017136494852815958 0.0017359648245128276 100 GTEX 100 0.001 0.0 125 1379 0.0 -46 0.0017103630758030434 0.0017323073189167355 100 GTEX 100 0.001 0.0 125 1379 0.0 -47 0.0017081463957601673 0.0017358942759425127 100 GTEX 100 0.001 0.0 125 1379 0.0 -48 0.0017078144559953482 0.0017374828294054127 100 GTEX 100 0.001 0.0 125 1379 0.0 -49 0.0017045921279559958 0.0017312766962858208 100 GTEX 100 0.001 0.0 125 1379 0.0 -50 0.0017059277705595392 0.001722884853990189 100 GTEX 100 0.001 0.0 125 1379 0.0 -51 0.0017033675573622602 0.0017265698274052188 100 GTEX 100 0.001 0.0 125 1379 0.0 -52 0.0017001579298815965 0.0017227551327954568 100 GTEX 100 0.001 0.0 125 1379 0.0 -53 0.0016986518179625155 0.00172457932547698 100 GTEX 100 0.001 0.0 125 1379 0.0 -54 0.001698549852023863 0.0017246399906963223 100 GTEX 100 0.001 0.0 125 1379 0.0 -55 0.0016965120440430438 0.0017178316512977273 100 GTEX 100 0.001 0.0 125 1379 0.0 -56 0.0016955397768089555 0.0017204189875797003 100 GTEX 100 0.001 0.0 125 1379 0.0 -57 0.0016949670750087435 0.0017163616250102682 100 GTEX 100 0.001 0.0 125 1379 0.0 -58 0.001692496165619429 0.0017140889327845645 100 GTEX 100 0.001 0.0 125 1379 0.0 -59 0.0016917948830163288 0.0017203333430849158 100 GTEX 100 0.001 0.0 125 1379 0.0 -60 0.0016903465169950103 0.0017253411176858802 100 GTEX 100 0.001 0.0 125 1379 0.0 -61 0.001690252868277519 0.0017094918825051007 100 GTEX 100 0.001 0.0 125 1379 0.0 -62 0.0016860849405484915 0.0017089943110255856 100 GTEX 100 0.001 0.0 125 1379 0.0 -63 0.0016859700021530646 0.0017096754455648562 100 GTEX 100 0.001 0.0 125 1379 0.0 -64 0.0016857314102729035 0.0017177827245495618 100 GTEX 100 0.001 0.0 125 1379 0.0 -65 0.001683725848155722 0.0017065980246807571 100 GTEX 100 0.001 0.0 125 1379 0.0 -66 0.0016817881108076797 0.0017066785840834614 100 GTEX 100 0.001 0.0 125 1379 0.0 -67 0.0016804169056904832 0.0017062821182043436 100 GTEX 100 0.001 0.0 125 1379 0.0 -68 0.0016818609512363346 0.00170223117219957 100 GTEX 100 0.001 0.0 125 1379 0.0 -69 0.0016800213830913077 0.0017044560739437663 100 GTEX 100 0.001 0.0 125 1379 0.0 -70 0.0016790588411172097 0.0017088705057653638 100 GTEX 100 0.001 0.0 125 1379 0.0 -71 0.0016791179302365242 0.0017034931705039377 100 GTEX 100 0.001 0.0 125 1379 0.0 -72 0.00167840435340319 0.0017094100336809803 100 GTEX 100 0.001 0.0 125 1379 0.0 -73 0.0016756496937855767 0.0017065529900996063 100 GTEX 100 0.001 0.0 125 1379 0.0 -74 0.0016741909435716578 0.0017022764347422825 100 GTEX 100 0.001 0.0 125 1379 0.0 -75 0.0016709451875482645 0.001699227942401692 100 GTEX 100 0.001 0.0 125 1379 0.0 -76 0.0016741394156195028 0.0016998077225747444 100 GTEX 100 0.001 0.0 125 1379 0.0 -77 0.001671225931096023 0.0016993599786235467 100 GTEX 100 0.001 0.0 125 1379 0.0 -78 0.0016697439280313696 0.001699391111090581 100 GTEX 100 0.001 0.0 125 1379 0.0 -79 0.0016700313444999644 0.0016948871107368303 100 GTEX 100 0.001 0.0 125 1379 0.0 -80 0.0016695282807048547 0.001706067614784967 100 GTEX 100 0.001 0.0 125 1379 0.0 -81 0.0016691020242147778 0.001695796320154668 100 GTEX 100 0.001 0.0 125 1379 0.0 -82 0.0016675222300171493 0.0016950027664818805 100 GTEX 100 0.001 0.0 125 1379 0.0 -83 0.0016676626902123203 0.0016975923301475017 100 GTEX 100 0.001 0.0 125 1379 0.0 -84 0.0016665472469010341 0.0016884447802247714 100 GTEX 100 0.001 0.0 125 1379 0.0 -85 0.0016663600875486172 0.0016979401348647396 100 GTEX 100 0.001 0.0 125 1379 0.0 -86 0.0016665350103066525 0.0016907477205151784 100 GTEX 100 0.001 0.0 125 1379 0.0 -87 0.001663033058763564 0.0016961064837703007 100 GTEX 100 0.001 0.0 125 1379 0.0 -88 0.0016646364400678979 0.0016923746534095573 100 GTEX 100 0.001 0.0 125 1379 0.0 -89 0.001663054400814253 0.0016869651104992843 100 GTEX 100 0.001 0.0 125 1379 0.0 -90 0.0016624323696599868 0.0016899296611958244 100 GTEX 100 0.001 0.0 125 1379 0.0 -91 0.0016613215153282927 0.0016956353429952785 100 GTEX 100 0.001 0.0 125 1379 0.0 -92 0.0016597381329883625 0.0016841480845741275 100 GTEX 100 0.001 0.0 125 1379 0.0 -93 0.0016601208257263135 0.0016927592705991898 100 GTEX 100 0.001 0.0 125 1379 0.0 -94 0.001661176314113914 0.0016847823533148083 100 GTEX 100 0.001 0.0 125 1379 0.0 -95 0.0016586032519951223 0.001686488320261325 100 GTEX 100 0.001 0.0 125 1379 0.0 -96 0.0016590893490594524 0.0016867884146155854 100 GTEX 100 0.001 0.0 125 1379 0.0 -97 0.0016580841497298646 0.0016895083413094622 100 GTEX 100 0.001 0.0 125 1379 0.0 -98 0.0016571727928686724 0.0016874865626123072 100 GTEX 100 0.001 0.0 125 1379 0.0 -99 0.001657414451659885 0.001682516792966159 100 GTEX 100 0.001 0.0 125 1379 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.001lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.001lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 1c65e0811..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.001lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.05882884383827662 0.007292939825408415 50 GTEX 100 0.001 0.1 125 4267 0.0 -1 0.005396651866700879 0.003902128313760142 50 GTEX 100 0.001 0.1 125 4267 0.0 -2 0.0040925975412435716 0.0031046353713449926 50 GTEX 100 0.001 0.1 125 4267 0.0 -3 0.003585177832868907 0.002689304210054387 50 GTEX 100 0.001 0.1 125 4267 0.0 -4 0.0033090312218444456 0.0024673037130045687 50 GTEX 100 0.001 0.1 125 4267 0.0 -5 0.0031502270020719245 0.0023674150643792327 50 GTEX 100 0.001 0.1 125 4267 0.0 -6 0.0030727483732005093 0.0022961285568157586 50 GTEX 100 0.001 0.1 125 4267 0.0 -7 0.00297390456711597 0.0021898967011197835 50 GTEX 100 0.001 0.1 125 4267 0.0 -8 0.0029536757255772847 0.002216306253435522 50 GTEX 100 0.001 0.1 125 4267 0.0 -9 0.0029010626536277438 0.002130436655240197 50 GTEX 100 0.001 0.1 125 4267 0.0 -10 0.0028585932640602975 0.002111787201983663 50 GTEX 100 0.001 0.1 125 4267 0.0 -11 0.0028158595184275643 0.002204197723181217 50 GTEX 100 0.001 0.1 125 4267 0.0 -12 0.002836846083870312 0.0021230231287991874 50 GTEX 100 0.001 0.1 125 4267 0.0 -13 0.0027847891184321814 0.0020377835809490415 50 GTEX 100 0.001 0.1 125 4267 0.0 -14 0.0027406635662774732 0.0020139319915147393 50 GTEX 100 0.001 0.1 125 4267 0.0 -15 0.0027316106900748278 0.0020113158616956194 50 GTEX 100 0.001 0.1 125 4267 0.0 -16 0.002719036741207786 0.0019805543658061543 50 GTEX 100 0.001 0.1 125 4267 0.0 -17 0.0027235218896215275 0.002028194533664549 50 GTEX 100 0.001 0.1 125 4267 0.0 -18 0.00271080139738839 0.002008305019973476 50 GTEX 100 0.001 0.1 125 4267 0.0 -19 0.002687039882159312 0.0020082282887757563 50 GTEX 100 0.001 0.1 125 4267 0.0 -20 0.0026797864022323854 0.002050615683332539 50 GTEX 100 0.001 0.1 125 4267 0.0 -21 0.002633620953691817 0.001953279242776476 50 GTEX 100 0.001 0.1 125 4267 0.0 -22 0.002606590700822662 0.001951584088732931 50 GTEX 100 0.001 0.1 125 4267 0.0 -23 0.002587503063079004 0.001980288376714751 50 GTEX 100 0.001 0.1 125 4267 0.0 -24 0.0025892993557495416 0.0020225996411841066 50 GTEX 100 0.001 0.1 125 4267 0.0 -25 0.002573985228743127 0.0020380748883810445 50 GTEX 100 0.001 0.1 125 4267 0.0 -26 0.002564653851478675 0.0019200193547880978 50 GTEX 100 0.001 0.1 125 4267 0.0 -27 0.0025717438133402966 0.0018863417064335494 50 GTEX 100 0.001 0.1 125 4267 0.0 -28 0.0025861952742092446 0.0019070342598755635 50 GTEX 100 0.001 0.1 125 4267 0.0 -29 0.002557566929917483 0.001899379048808106 50 GTEX 100 0.001 0.1 125 4267 0.0 -30 0.002542015127806178 0.0018979543636326356 50 GTEX 100 0.001 0.1 125 4267 0.0 -31 0.002585679204952319 0.001977751844212016 50 GTEX 100 0.001 0.1 125 4267 0.0 -32 0.0025324691160051468 0.0018638037516958586 50 GTEX 100 0.001 0.1 125 4267 0.0 -33 0.002566957442107426 0.0019239620398552983 50 GTEX 100 0.001 0.1 125 4267 0.0 -34 0.0025498788038502227 0.001892230698321822 50 GTEX 100 0.001 0.1 125 4267 0.0 -35 0.002549774582095714 0.001904125141463253 50 GTEX 100 0.001 0.1 125 4267 0.0 -36 0.0025403038134755715 0.0019531738889021198 50 GTEX 100 0.001 0.1 125 4267 0.0 -37 0.002555635362765952 0.0018816603586244123 50 GTEX 100 0.001 0.1 125 4267 0.0 -38 0.002544368973725489 0.0018321681006797394 50 GTEX 100 0.001 0.1 125 4267 0.0 -39 0.0025193484732118775 0.001894762011611402 50 GTEX 100 0.001 0.1 125 4267 0.0 -40 0.0025233429847695376 0.0018594240605523066 50 GTEX 100 0.001 0.1 125 4267 0.0 -41 0.002519173138579459 0.0018663157942658821 50 GTEX 100 0.001 0.1 125 4267 0.0 -42 0.0025574676291973816 0.0018926630803196207 50 GTEX 100 0.001 0.1 125 4267 0.0 -43 0.002512526581245075 0.0019022683024728679 50 GTEX 100 0.001 0.1 125 4267 0.0 -44 0.002521655475337098 0.0019173888731287517 50 GTEX 100 0.001 0.1 125 4267 0.0 -45 0.0025044041441788334 0.0019180046495390142 50 GTEX 100 0.001 0.1 125 4267 0.0 -46 0.0025145497259002067 0.0018800027330296235 50 GTEX 100 0.001 0.1 125 4267 0.0 -47 0.0025084385016748726 0.0019538998847274894 50 GTEX 100 0.001 0.1 125 4267 0.0 -48 0.002521404142269092 0.0019382562963274298 50 GTEX 100 0.001 0.1 125 4267 0.0 -49 0.0025135876731729656 0.001900697765719613 50 GTEX 100 0.001 0.1 125 4267 0.0 -50 0.0025077892791871754 0.0019136879455029059 50 GTEX 100 0.001 0.1 125 4267 0.0 -51 0.002475821364293131 0.0018699453393804767 50 GTEX 100 0.001 0.1 125 4267 0.0 -52 0.0025084154051799867 0.001853262223241348 50 GTEX 100 0.001 0.1 125 4267 0.0 -53 0.002503690172194981 0.0019059356954037265 50 GTEX 100 0.001 0.1 125 4267 0.0 -54 0.0025100693080532563 0.0018651744542455748 50 GTEX 100 0.001 0.1 125 4267 0.0 -55 0.002473307794326523 0.0018568570750407845 50 GTEX 100 0.001 0.1 125 4267 0.0 -56 0.0024867869387858394 0.0018381812446396585 50 GTEX 100 0.001 0.1 125 4267 0.0 -57 0.002481022480327498 0.0018401592124444733 50 GTEX 100 0.001 0.1 125 4267 0.0 -58 0.0024864274738989026 0.001945757483505775 50 GTEX 100 0.001 0.1 125 4267 0.0 -59 0.002506655475481427 0.0018950723861468099 50 GTEX 100 0.001 0.1 125 4267 0.0 -60 0.002491847236611337 0.0018201002405386262 50 GTEX 100 0.001 0.1 125 4267 0.0 -61 0.002469229993834506 0.001850258063006183 50 GTEX 100 0.001 0.1 125 4267 0.0 -62 0.0024858400228049546 0.0019399360370708934 50 GTEX 100 0.001 0.1 125 4267 0.0 -63 0.002451725656459242 0.0018485287257944704 50 GTEX 100 0.001 0.1 125 4267 0.0 -64 0.0025089847585425414 0.001823805917953867 50 GTEX 100 0.001 0.1 125 4267 0.0 -65 0.0024826777269387917 0.0018567501296406124 50 GTEX 100 0.001 0.1 125 4267 0.0 -66 0.002476265291133751 0.0018634707022886794 50 GTEX 100 0.001 0.1 125 4267 0.0 -67 0.002464465141371939 0.0019269312905438045 50 GTEX 100 0.001 0.1 125 4267 0.0 -68 0.0024596139153317473 0.0018306915164029247 50 GTEX 100 0.001 0.1 125 4267 0.0 -69 0.0024509749577593305 0.0018413006179760646 50 GTEX 100 0.001 0.1 125 4267 0.0 -70 0.0024864253482709633 0.0018682833384729553 50 GTEX 100 0.001 0.1 125 4267 0.0 -71 0.002461593162987133 0.0018369529494562473 50 GTEX 100 0.001 0.1 125 4267 0.0 -72 0.002494313987709792 0.001887380327859419 50 GTEX 100 0.001 0.1 125 4267 0.0 -73 0.00247377562258415 0.0018539708043526532 50 GTEX 100 0.001 0.1 125 4267 0.0 -74 0.002463926279256668 0.0019013846619320262 50 GTEX 100 0.001 0.1 125 4267 0.0 -75 0.002476318563901583 0.0019090915673780663 50 GTEX 100 0.001 0.1 125 4267 0.0 -76 0.002500130713462721 0.0018469019896552646 50 GTEX 100 0.001 0.1 125 4267 0.0 -77 0.002491301539734937 0.0018747308777960392 50 GTEX 100 0.001 0.1 125 4267 0.0 -78 0.0024572709871209498 0.0018405434471898546 50 GTEX 100 0.001 0.1 125 4267 0.0 -79 0.002466384047745448 0.001809912977630393 50 GTEX 100 0.001 0.1 125 4267 0.0 -80 0.0024463167312053593 0.0018269500850979592 50 GTEX 100 0.001 0.1 125 4267 0.0 -81 0.0024243362769433363 0.0018247036801601543 50 GTEX 100 0.001 0.1 125 4267 0.0 -82 0.002490188259655694 0.0018614407422059985 50 GTEX 100 0.001 0.1 125 4267 0.0 -83 0.0024396150914087044 0.0018534313536783815 50 GTEX 100 0.001 0.1 125 4267 0.0 -84 0.0024700564641648715 0.001883309291137432 50 GTEX 100 0.001 0.1 125 4267 0.0 -85 0.0024541125782501115 0.0018153138431727517 50 GTEX 100 0.001 0.1 125 4267 0.0 -86 0.0024628428226259906 0.0018482951915684818 50 GTEX 100 0.001 0.1 125 4267 0.0 -87 0.0024331124319953764 0.0018186083635821683 50 GTEX 100 0.001 0.1 125 4267 0.0 -88 0.0024452478063351924 0.0018798905757199194 50 GTEX 100 0.001 0.1 125 4267 0.0 -89 0.0024568617978524107 0.0018329892107002267 50 GTEX 100 0.001 0.1 125 4267 0.0 -90 0.002483063850823754 0.0019315574765240795 50 GTEX 100 0.001 0.1 125 4267 0.0 -91 0.002469030199835107 0.0018911378178391393 50 GTEX 100 0.001 0.1 125 4267 0.0 -92 0.0024820225270217305 0.0018242104322040461 50 GTEX 100 0.001 0.1 125 4267 0.0 -93 0.002435135452672556 0.0018210008821428927 50 GTEX 100 0.001 0.1 125 4267 0.0 -94 0.0024593344519344327 0.0018791748793307026 50 GTEX 100 0.001 0.1 125 4267 0.0 -95 0.002440537884295281 0.0018342820247599834 50 GTEX 100 0.001 0.1 125 4267 0.0 -96 0.002438085275045324 0.0018411351030536648 50 GTEX 100 0.001 0.1 125 4267 0.0 -97 0.0024493729630602245 0.0018145064380685639 50 GTEX 100 0.001 0.1 125 4267 0.0 -98 0.002429343461664733 0.0018038598261950643 50 GTEX 100 0.001 0.1 125 4267 0.0 -99 0.0024630835868748365 0.0018974277699904468 50 GTEX 100 0.001 0.1 125 4267 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.001lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.001lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 4f1a485df..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.001lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.051085046632603964 0.0070366629110755466 50 GTEX 100 0.001 0.5 125 5454 0.0 -1 0.007110707750369827 0.005301443935184254 50 GTEX 100 0.001 0.5 125 5454 0.0 -2 0.0060696466815081136 0.004678685651001425 50 GTEX 100 0.001 0.5 125 5454 0.0 -3 0.005636840694298368 0.004155118157378904 50 GTEX 100 0.001 0.5 125 5454 0.0 -4 0.005386651831627793 0.004278143463273862 50 GTEX 100 0.001 0.5 125 5454 0.0 -5 0.005269910861800298 0.003810608731193234 50 GTEX 100 0.001 0.5 125 5454 0.0 -6 0.005219080893269112 0.003969398945987848 50 GTEX 100 0.001 0.5 125 5454 0.0 -7 0.005130175177747305 0.00378508087798259 50 GTEX 100 0.001 0.5 125 5454 0.0 -8 0.005121452583654655 0.003874357294436445 50 GTEX 100 0.001 0.5 125 5454 0.0 -9 0.005015651284810185 0.003752359574193227 50 GTEX 100 0.001 0.5 125 5454 0.0 -10 0.00502592570205368 0.003779167393948387 50 GTEX 100 0.001 0.5 125 5454 0.0 -11 0.005032593183403592 0.0036292900433126454 50 GTEX 100 0.001 0.5 125 5454 0.0 -12 0.005034215754655321 0.0038386297946930385 50 GTEX 100 0.001 0.5 125 5454 0.0 -13 0.0049769435529154905 0.0037831466542309 50 GTEX 100 0.001 0.5 125 5454 0.0 -14 0.004978594502329463 0.003526562713741718 50 GTEX 100 0.001 0.5 125 5454 0.0 -15 0.00494319755113569 0.003657512902370707 50 GTEX 100 0.001 0.5 125 5454 0.0 -16 0.004928019671250629 0.003682008596976419 50 GTEX 100 0.001 0.5 125 5454 0.0 -17 0.004897801283035899 0.0037731215147082005 50 GTEX 100 0.001 0.5 125 5454 0.0 -18 0.0049023189805440185 0.003640053560514669 50 GTEX 100 0.001 0.5 125 5454 0.0 -19 0.0049271334383333325 0.0036303385567210415 50 GTEX 100 0.001 0.5 125 5454 0.0 -20 0.004880696566344753 0.0038185282477563665 50 GTEX 100 0.001 0.5 125 5454 0.0 -21 0.004892179131960599 0.0034779372218705913 50 GTEX 100 0.001 0.5 125 5454 0.0 -22 0.004936195269452898 0.0035314846176569114 50 GTEX 100 0.001 0.5 125 5454 0.0 -23 0.0048719532710574925 0.003599440549702132 50 GTEX 100 0.001 0.5 125 5454 0.0 -24 0.004887489819281599 0.00417295804056038 50 GTEX 100 0.001 0.5 125 5454 0.0 -25 0.004884343200662379 0.003517806839406802 50 GTEX 100 0.001 0.5 125 5454 0.0 -26 0.004918531739099156 0.0035774482705386024 50 GTEX 100 0.001 0.5 125 5454 0.0 -27 0.004859506581635782 0.004083523069536703 50 GTEX 100 0.001 0.5 125 5454 0.0 -28 0.004877289313531989 0.003462037921019125 50 GTEX 100 0.001 0.5 125 5454 0.0 -29 0.004872371983042791 0.0035333257998931204 50 GTEX 100 0.001 0.5 125 5454 0.0 -30 0.004835990183631882 0.0034765494091457514 50 GTEX 100 0.001 0.5 125 5454 0.0 -31 0.004801886485071265 0.0036119438863639144 50 GTEX 100 0.001 0.5 125 5454 0.0 -32 0.004855315192081479 0.003559612034299471 50 GTEX 100 0.001 0.5 125 5454 0.0 -33 0.004813487031977626 0.003593820857659634 50 GTEX 100 0.001 0.5 125 5454 0.0 -34 0.004840495247292323 0.003302853293770025 50 GTEX 100 0.001 0.5 125 5454 0.0 -35 0.0048191977075656344 0.003583004782702278 50 GTEX 100 0.001 0.5 125 5454 0.0 -36 0.004848201686755063 0.0034272385298136352 50 GTEX 100 0.001 0.5 125 5454 0.0 -37 0.004831649281930175 0.0037622919594762784 50 GTEX 100 0.001 0.5 125 5454 0.0 -38 0.0048468986750329806 0.0033558151567843475 50 GTEX 100 0.001 0.5 125 5454 0.0 -39 0.004848712571687367 0.003488610368027235 50 GTEX 100 0.001 0.5 125 5454 0.0 -40 0.004839459613834831 0.0034463594905755875 50 GTEX 100 0.001 0.5 125 5454 0.0 -41 0.004829475681631073 0.0036840220159025925 50 GTEX 100 0.001 0.5 125 5454 0.0 -42 0.0048356392443258 0.0035209021010496316 50 GTEX 100 0.001 0.5 125 5454 0.0 -43 0.004861333486703255 0.0035022876487457028 50 GTEX 100 0.001 0.5 125 5454 0.0 -44 0.00480255257741429 0.003523707828048914 50 GTEX 100 0.001 0.5 125 5454 0.0 -45 0.0048117314364902386 0.003289440268749803 50 GTEX 100 0.001 0.5 125 5454 0.0 -46 0.004809138579253752 0.0034957801601796378 50 GTEX 100 0.001 0.5 125 5454 0.0 -47 0.00485510410236501 0.0034857216076889987 50 GTEX 100 0.001 0.5 125 5454 0.0 -48 0.0047835125884975165 0.0035313946069235923 50 GTEX 100 0.001 0.5 125 5454 0.0 -49 0.004794318207514138 0.0033390026122593662 50 GTEX 100 0.001 0.5 125 5454 0.0 -50 0.004822669961150636 0.003486023484127235 50 GTEX 100 0.001 0.5 125 5454 0.0 -51 0.004800903878885093 0.0035439682619809085 50 GTEX 100 0.001 0.5 125 5454 0.0 -52 0.00477379475164109 0.0033087930858963855 50 GTEX 100 0.001 0.5 125 5454 0.0 -53 0.004791771147993937 0.003437365407032092 50 GTEX 100 0.001 0.5 125 5454 0.0 -54 0.004801287026659757 0.0035850910736361214 50 GTEX 100 0.001 0.5 125 5454 0.0 -55 0.004763872637682499 0.0034351790467270086 50 GTEX 100 0.001 0.5 125 5454 0.0 -56 0.0048282322107079485 0.0035353546135283354 50 GTEX 100 0.001 0.5 125 5454 0.0 -57 0.004800622443793186 0.0034721219016260294 50 GTEX 100 0.001 0.5 125 5454 0.0 -58 0.004762595585876258 0.0035934745920149207 50 GTEX 100 0.001 0.5 125 5454 0.0 -59 0.0047791652955245486 0.003637493593784708 50 GTEX 100 0.001 0.5 125 5454 0.0 -60 0.00478392242778337 0.003383026071009669 50 GTEX 100 0.001 0.5 125 5454 0.0 -61 0.004783207600226218 0.0035377896196977323 50 GTEX 100 0.001 0.5 125 5454 0.0 -62 0.004778911115292169 0.003378316424539164 50 GTEX 100 0.001 0.5 125 5454 0.0 -63 0.004767115013320733 0.0034186364175440185 50 GTEX 100 0.001 0.5 125 5454 0.0 -64 0.004774899548859119 0.0034347251486989312 50 GTEX 100 0.001 0.5 125 5454 0.0 -65 0.004775701280902853 0.003450924986105823 50 GTEX 100 0.001 0.5 125 5454 0.0 -66 0.004762605516606155 0.0036117776443990576 50 GTEX 100 0.001 0.5 125 5454 0.0 -67 0.004794234802102975 0.0033876005960309687 50 GTEX 100 0.001 0.5 125 5454 0.0 -68 0.004757428659387645 0.0032594465454084225 50 GTEX 100 0.001 0.5 125 5454 0.0 -69 0.004772609511939855 0.0035640513577530368 50 GTEX 100 0.001 0.5 125 5454 0.0 -70 0.00478762622830776 0.0034329967565317515 50 GTEX 100 0.001 0.5 125 5454 0.0 -71 0.004765721535666466 0.0033089148138292107 50 GTEX 100 0.001 0.5 125 5454 0.0 -72 0.004758048187298919 0.003451537910119379 50 GTEX 100 0.001 0.5 125 5454 0.0 -73 0.004805466713934894 0.0037097611921368444 50 GTEX 100 0.001 0.5 125 5454 0.0 -74 0.004749315210317148 0.0034373786673126848 50 GTEX 100 0.001 0.5 125 5454 0.0 -75 0.00475083392080393 0.0034388030552528373 50 GTEX 100 0.001 0.5 125 5454 0.0 -76 0.004777435721486989 0.0036107344586515495 50 GTEX 100 0.001 0.5 125 5454 0.0 -77 0.004762171808232003 0.0037474462115329767 50 GTEX 100 0.001 0.5 125 5454 0.0 -78 0.004774062450020149 0.0035529592036386464 50 GTEX 100 0.001 0.5 125 5454 0.0 -79 0.00475656736928002 0.0036790732222612764 50 GTEX 100 0.001 0.5 125 5454 0.0 -80 0.004762092056592018 0.0037765792463003117 50 GTEX 100 0.001 0.5 125 5454 0.0 -81 0.0047901343657356064 0.0033714350409444578 50 GTEX 100 0.001 0.5 125 5454 0.0 -82 0.004740303893044026 0.0033658703513790504 50 GTEX 100 0.001 0.5 125 5454 0.0 -83 0.004789249579826205 0.003377089361012152 50 GTEX 100 0.001 0.5 125 5454 0.0 -84 0.0047535048162711604 0.0031999789028757824 50 GTEX 100 0.001 0.5 125 5454 0.0 -85 0.004704708535587403 0.0034773545769068055 50 GTEX 100 0.001 0.5 125 5454 0.0 -86 0.004782438836135918 0.003785174349747853 50 GTEX 100 0.001 0.5 125 5454 0.0 -87 0.004756654156945482 0.0033646860596380362 50 GTEX 100 0.001 0.5 125 5454 0.0 -88 0.0047412043272287326 0.003406913897922057 50 GTEX 100 0.001 0.5 125 5454 0.0 -89 0.004782997926381743 0.003663656852445335 50 GTEX 100 0.001 0.5 125 5454 0.0 -90 0.004721370360042671 0.003232611737660214 50 GTEX 100 0.001 0.5 125 5454 0.0 -91 0.004782989094409829 0.003510641183760796 50 GTEX 100 0.001 0.5 125 5454 0.0 -92 0.00476544872475244 0.0033627513299444725 50 GTEX 100 0.001 0.5 125 5454 0.0 -93 0.00475724984383012 0.0034337400263104545 50 GTEX 100 0.001 0.5 125 5454 0.0 -94 0.004759649619805601 0.00328022695922013 50 GTEX 100 0.001 0.5 125 5454 0.0 -95 0.004740422542871077 0.0036396484869840365 50 GTEX 100 0.001 0.5 125 5454 0.0 -96 0.0047352384015236235 0.0034021621564679387 50 GTEX 100 0.001 0.5 125 5454 0.0 -97 0.004699337636715298 0.0033245578819014725 50 GTEX 100 0.001 0.5 125 5454 0.0 -98 0.0047507271814681735 0.0037829338912869813 50 GTEX 100 0.001 0.5 125 5454 0.0 -99 0.004711177925501238 0.003315899409566202 50 GTEX 100 0.001 0.5 125 5454 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.001lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.001lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 4d557fabc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_125z_0.001lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.05609237820036364 0.006544951834634456 50 GTEX 100 0.001 0.0 125 4398 0.0 -1 0.004561595288403879 0.0035885818481459475 50 GTEX 100 0.001 0.0 125 4398 0.0 -2 0.003171324345467271 0.0028460663258622156 50 GTEX 100 0.001 0.0 125 4398 0.0 -3 0.0026788672122567596 0.0025018177521078646 50 GTEX 100 0.001 0.0 125 4398 0.0 -4 0.002420631885648386 0.002320526842339524 50 GTEX 100 0.001 0.0 125 4398 0.0 -5 0.0022740990390860034 0.002191519052208093 50 GTEX 100 0.001 0.0 125 4398 0.0 -6 0.0021746948172171165 0.002122350719212041 50 GTEX 100 0.001 0.0 125 4398 0.0 -7 0.0021086990899636866 0.0020703603314349123 50 GTEX 100 0.001 0.0 125 4398 0.0 -8 0.002059924011280538 0.002031052955417423 50 GTEX 100 0.001 0.0 125 4398 0.0 -9 0.002026818793875859 0.002006304723223027 50 GTEX 100 0.001 0.0 125 4398 0.0 -10 0.00199943111322189 0.001981750365475922 50 GTEX 100 0.001 0.0 125 4398 0.0 -11 0.001981335450841319 0.0019611002212946266 50 GTEX 100 0.001 0.0 125 4398 0.0 -12 0.0019637442849992797 0.0019451997952425974 50 GTEX 100 0.001 0.0 125 4398 0.0 -13 0.0019490866909495951 0.00193116282902573 50 GTEX 100 0.001 0.0 125 4398 0.0 -14 0.0019335005353494621 0.001920136263879094 50 GTEX 100 0.001 0.0 125 4398 0.0 -15 0.0019144741330119513 0.0018944619161505322 50 GTEX 100 0.001 0.0 125 4398 0.0 -16 0.0018940414067671006 0.001904273428245954 50 GTEX 100 0.001 0.0 125 4398 0.0 -17 0.0018754935993398718 0.0018589921909147173 50 GTEX 100 0.001 0.0 125 4398 0.0 -18 0.0018622362057663547 0.0018603026664624621 50 GTEX 100 0.001 0.0 125 4398 0.0 -19 0.001852675429140527 0.0018445409189452888 50 GTEX 100 0.001 0.0 125 4398 0.0 -20 0.001845200128604037 0.0018402515156300803 50 GTEX 100 0.001 0.0 125 4398 0.0 -21 0.00183813901322209 0.0018362088450726418 50 GTEX 100 0.001 0.0 125 4398 0.0 -22 0.0018314447506669615 0.0018153816424823675 50 GTEX 100 0.001 0.0 125 4398 0.0 -23 0.001825403401212401 0.001828138097038868 50 GTEX 100 0.001 0.0 125 4398 0.0 -24 0.001821095463762744 0.0018142559056563352 50 GTEX 100 0.001 0.0 125 4398 0.0 -25 0.0018170137626011826 0.0018135595269069189 50 GTEX 100 0.001 0.0 125 4398 0.0 -26 0.0018127027661474194 0.0018072769680138351 50 GTEX 100 0.001 0.0 125 4398 0.0 -27 0.0018101363943250689 0.0018087876776938005 50 GTEX 100 0.001 0.0 125 4398 0.0 -28 0.0018038416690683717 0.0018073135700090984 50 GTEX 100 0.001 0.0 125 4398 0.0 -29 0.0018017555125021496 0.0017984648712754902 50 GTEX 100 0.001 0.0 125 4398 0.0 -30 0.0017972866734236974 0.0018038411632254577 50 GTEX 100 0.001 0.0 125 4398 0.0 -31 0.0017938737537290025 0.001790051467357267 50 GTEX 100 0.001 0.0 125 4398 0.0 -32 0.0017899163429609297 0.0017955519791033841 50 GTEX 100 0.001 0.0 125 4398 0.0 -33 0.0017918630797777797 0.001794407380781997 50 GTEX 100 0.001 0.0 125 4398 0.0 -34 0.0017896437530355747 0.001781664169242981 50 GTEX 100 0.001 0.0 125 4398 0.0 -35 0.0017872658719329236 0.001787330536304587 50 GTEX 100 0.001 0.0 125 4398 0.0 -36 0.0017833190736382194 0.0017852750294771002 50 GTEX 100 0.001 0.0 125 4398 0.0 -37 0.0017822885712595118 0.0017891199730368536 50 GTEX 100 0.001 0.0 125 4398 0.0 -38 0.001781159980468817 0.0017957457765306526 50 GTEX 100 0.001 0.0 125 4398 0.0 -39 0.0017769290397957548 0.0017752434052225954 50 GTEX 100 0.001 0.0 125 4398 0.0 -40 0.0017760485703038238 0.0017710520771682659 50 GTEX 100 0.001 0.0 125 4398 0.0 -41 0.0017764105882364409 0.001771455744640838 50 GTEX 100 0.001 0.0 125 4398 0.0 -42 0.0017742365998329795 0.0017704490522195376 50 GTEX 100 0.001 0.0 125 4398 0.0 -43 0.0017714948629555306 0.0017765503482514205 50 GTEX 100 0.001 0.0 125 4398 0.0 -44 0.0017705551902530887 0.0017775797199709306 50 GTEX 100 0.001 0.0 125 4398 0.0 -45 0.0017653966066125024 0.0017688098499027325 50 GTEX 100 0.001 0.0 125 4398 0.0 -46 0.0017672490396159026 0.0017622699857044951 50 GTEX 100 0.001 0.0 125 4398 0.0 -47 0.0017647096036822296 0.0017649436722768066 50 GTEX 100 0.001 0.0 125 4398 0.0 -48 0.0017659614622143151 0.0017651071725059088 50 GTEX 100 0.001 0.0 125 4398 0.0 -49 0.0017645233193446068 0.0017695215222170795 50 GTEX 100 0.001 0.0 125 4398 0.0 -50 0.0017635009684240372 0.0017634106456025896 50 GTEX 100 0.001 0.0 125 4398 0.0 -51 0.0017625482973428286 0.0017509890668016253 50 GTEX 100 0.001 0.0 125 4398 0.0 -52 0.0017594356380948634 0.0017575723058880508 50 GTEX 100 0.001 0.0 125 4398 0.0 -53 0.0017594634281795814 0.0017543159777824431 50 GTEX 100 0.001 0.0 125 4398 0.0 -54 0.0017581428677115947 0.0017597864708640107 50 GTEX 100 0.001 0.0 125 4398 0.0 -55 0.0017560332082974383 0.0017509604135825664 50 GTEX 100 0.001 0.0 125 4398 0.0 -56 0.0017572432690315493 0.0017442316106368323 50 GTEX 100 0.001 0.0 125 4398 0.0 -57 0.0017552099591065988 0.001757107510190712 50 GTEX 100 0.001 0.0 125 4398 0.0 -58 0.001754356666413092 0.0017523636199098377 50 GTEX 100 0.001 0.0 125 4398 0.0 -59 0.0017520365376764043 0.0017662740333763592 50 GTEX 100 0.001 0.0 125 4398 0.0 -60 0.001751261713484278 0.0017487464320824655 50 GTEX 100 0.001 0.0 125 4398 0.0 -61 0.001751783198457724 0.0017456615008608555 50 GTEX 100 0.001 0.0 125 4398 0.0 -62 0.0017503267762551146 0.001739069362863289 50 GTEX 100 0.001 0.0 125 4398 0.0 -63 0.0017506882931603868 0.0017413060730163844 50 GTEX 100 0.001 0.0 125 4398 0.0 -64 0.0017489432079094405 0.001737461925108878 50 GTEX 100 0.001 0.0 125 4398 0.0 -65 0.0017477056366251098 0.00174951730026003 50 GTEX 100 0.001 0.0 125 4398 0.0 -66 0.0017463785186309607 0.0017496662870839152 50 GTEX 100 0.001 0.0 125 4398 0.0 -67 0.0017493139422102484 0.0017506230908920528 50 GTEX 100 0.001 0.0 125 4398 0.0 -68 0.0017493085758783198 0.0017422827535234534 50 GTEX 100 0.001 0.0 125 4398 0.0 -69 0.0017460359627282788 0.001741098889597681 50 GTEX 100 0.001 0.0 125 4398 0.0 -70 0.00174556108172131 0.0017638827619645674 50 GTEX 100 0.001 0.0 125 4398 0.0 -71 0.0017456181797045386 0.0017467287097731783 50 GTEX 100 0.001 0.0 125 4398 0.0 -72 0.0017438144782138806 0.0017364824807338643 50 GTEX 100 0.001 0.0 125 4398 0.0 -73 0.0017448334857139525 0.0017446264232413226 50 GTEX 100 0.001 0.0 125 4398 0.0 -74 0.0017471634972961747 0.0017597397405144267 50 GTEX 100 0.001 0.0 125 4398 0.0 -75 0.0017432087376051488 0.0017488007770121777 50 GTEX 100 0.001 0.0 125 4398 0.0 -76 0.0017433888723928565 0.001735365969711426 50 GTEX 100 0.001 0.0 125 4398 0.0 -77 0.001742224702831927 0.001759426694844952 50 GTEX 100 0.001 0.0 125 4398 0.0 -78 0.0017416671520179515 0.0017421067061129348 50 GTEX 100 0.001 0.0 125 4398 0.0 -79 0.0017405277872825041 0.0017412540482041983 50 GTEX 100 0.001 0.0 125 4398 0.0 -80 0.001741226052900211 0.0017451283056288958 50 GTEX 100 0.001 0.0 125 4398 0.0 -81 0.0017405283992530235 0.0017388453817759914 50 GTEX 100 0.001 0.0 125 4398 0.0 -82 0.0017426963943271516 0.0017412076474029301 50 GTEX 100 0.001 0.0 125 4398 0.0 -83 0.0017408146729897044 0.0017428924376056477 50 GTEX 100 0.001 0.0 125 4398 0.0 -84 0.0017393561264749306 0.0017456967565549729 50 GTEX 100 0.001 0.0 125 4398 0.0 -85 0.0017400074789805818 0.001741072122705215 50 GTEX 100 0.001 0.0 125 4398 0.0 -86 0.0017385888994185723 0.0017462214952982792 50 GTEX 100 0.001 0.0 125 4398 0.0 -87 0.0017397440470441478 0.0017414407516004582 50 GTEX 100 0.001 0.0 125 4398 0.0 -88 0.0017385397557732104 0.0017386512688543478 50 GTEX 100 0.001 0.0 125 4398 0.0 -89 0.0017387086472534933 0.001731159867534676 50 GTEX 100 0.001 0.0 125 4398 0.0 -90 0.0017367629217755376 0.001746182113831877 50 GTEX 100 0.001 0.0 125 4398 0.0 -91 0.0017390163002760587 0.0017323086406511499 50 GTEX 100 0.001 0.0 125 4398 0.0 -92 0.0017359939472104682 0.001734001821609915 50 GTEX 100 0.001 0.0 125 4398 0.0 -93 0.0017358077454838236 0.0017351461485906473 50 GTEX 100 0.001 0.0 125 4398 0.0 -94 0.0017353671882439296 0.0017386057866496448 50 GTEX 100 0.001 0.0 125 4398 0.0 -95 0.001736145863155348 0.0017301703288889146 50 GTEX 100 0.001 0.0 125 4398 0.0 -96 0.0017343282216093082 0.0017307983023493406 50 GTEX 100 0.001 0.0 125 4398 0.0 -97 0.001733766561298811 0.001730800763006276 50 GTEX 100 0.001 0.0 125 4398 0.0 -98 0.0017355719231988114 0.0017371083914741391 50 GTEX 100 0.001 0.0 125 4398 0.0 -99 0.001734168948073444 0.0017321536382978973 50 GTEX 100 0.001 0.0 125 4398 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00001lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00001lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index d2cd6fd5b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00001lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1649372385874008 0.16435893882816735 100 GTEX 100 1e-05 0.1 25 9878 0.0 -1 0.16319151670984144 0.16115410824239026 100 GTEX 100 1e-05 0.1 25 9878 0.0 -2 0.15863884308779644 0.1555102717967088 100 GTEX 100 1e-05 0.1 25 9878 0.0 -3 0.15249690138810135 0.1490934622038453 100 GTEX 100 1e-05 0.1 25 9878 0.0 -4 0.1461400831433225 0.14292485745687447 100 GTEX 100 1e-05 0.1 25 9878 0.0 -5 0.14030425975362262 0.13742112082220304 100 GTEX 100 1e-05 0.1 25 9878 0.0 -6 0.13520398309285706 0.13270673240772218 100 GTEX 100 1e-05 0.1 25 9878 0.0 -7 0.13087622858949885 0.12873575589955985 100 GTEX 100 1e-05 0.1 25 9878 0.0 -8 0.12719800007894827 0.12536401978690362 100 GTEX 100 1e-05 0.1 25 9878 0.0 -9 0.12408347202131838 0.12250131447958855 100 GTEX 100 1e-05 0.1 25 9878 0.0 -10 0.12142974784470063 0.1200237567093889 100 GTEX 100 1e-05 0.1 25 9878 0.0 -11 0.1191304164894458 0.11786750347102096 100 GTEX 100 1e-05 0.1 25 9878 0.0 -12 0.11711438701502735 0.11596671724160815 100 GTEX 100 1e-05 0.1 25 9878 0.0 -13 0.11530725842964892 0.11426212598955676 100 GTEX 100 1e-05 0.1 25 9878 0.0 -14 0.1137251244273359 0.11273227654709109 100 GTEX 100 1e-05 0.1 25 9878 0.0 -15 0.11224797968062576 0.11134091968658759 100 GTEX 100 1e-05 0.1 25 9878 0.0 -16 0.11097494731111714 0.11006215325213203 100 GTEX 100 1e-05 0.1 25 9878 0.0 -17 0.10972670856534686 0.10886876262412779 100 GTEX 100 1e-05 0.1 25 9878 0.0 -18 0.10858027202735245 0.10776735745908643 100 GTEX 100 1e-05 0.1 25 9878 0.0 -19 0.10750015298526541 0.1067124964109845 100 GTEX 100 1e-05 0.1 25 9878 0.0 -20 0.10648907243015522 0.10572013199442692 100 GTEX 100 1e-05 0.1 25 9878 0.0 -21 0.10554535088530813 0.10477533588051342 100 GTEX 100 1e-05 0.1 25 9878 0.0 -22 0.10463245779754393 0.10386207835755874 100 GTEX 100 1e-05 0.1 25 9878 0.0 -23 0.10373378451077402 0.1029829327937768 100 GTEX 100 1e-05 0.1 25 9878 0.0 -24 0.10286248232207203 0.10213082414049612 100 GTEX 100 1e-05 0.1 25 9878 0.0 -25 0.10203113666844492 0.101290021077535 100 GTEX 100 1e-05 0.1 25 9878 0.0 -26 0.1011731621919583 0.10047257357337176 100 GTEX 100 1e-05 0.1 25 9878 0.0 -27 0.10036037305730619 0.09965918445428515 100 GTEX 100 1e-05 0.1 25 9878 0.0 -28 0.09956174918495767 0.0988572034489066 100 GTEX 100 1e-05 0.1 25 9878 0.0 -29 0.0987886062376512 0.09806021495577047 100 GTEX 100 1e-05 0.1 25 9878 0.0 -30 0.09797073207820017 0.09726278730331718 100 GTEX 100 1e-05 0.1 25 9878 0.0 -31 0.09717654524499113 0.09645999432629959 100 GTEX 100 1e-05 0.1 25 9878 0.0 -32 0.09637124739249682 0.09565290287420324 100 GTEX 100 1e-05 0.1 25 9878 0.0 -33 0.0955429059015832 0.0948363350768053 100 GTEX 100 1e-05 0.1 25 9878 0.0 -34 0.09469550992029199 0.09400578990521993 100 GTEX 100 1e-05 0.1 25 9878 0.0 -35 0.09387339088324824 0.09315437846197375 100 GTEX 100 1e-05 0.1 25 9878 0.0 -36 0.09300545878173985 0.09228463884542197 100 GTEX 100 1e-05 0.1 25 9878 0.0 -37 0.09213829149448897 0.09139165058448741 100 GTEX 100 1e-05 0.1 25 9878 0.0 -38 0.09120619327484698 0.09047261118435587 100 GTEX 100 1e-05 0.1 25 9878 0.0 -39 0.0902838373429435 0.08952106569429767 100 GTEX 100 1e-05 0.1 25 9878 0.0 -40 0.08933385486280804 0.08853838558772671 100 GTEX 100 1e-05 0.1 25 9878 0.0 -41 0.08833762890571423 0.08752182196868237 100 GTEX 100 1e-05 0.1 25 9878 0.0 -42 0.08728025583848412 0.08647186289268755 100 GTEX 100 1e-05 0.1 25 9878 0.0 -43 0.08626608693311343 0.08538834050920979 100 GTEX 100 1e-05 0.1 25 9878 0.0 -44 0.08515164760094177 0.0842780856408547 100 GTEX 100 1e-05 0.1 25 9878 0.0 -45 0.08406950056149941 0.0831458007938055 100 GTEX 100 1e-05 0.1 25 9878 0.0 -46 0.08295044648986664 0.0820036837299967 100 GTEX 100 1e-05 0.1 25 9878 0.0 -47 0.08186201554008582 0.08086414462373284 100 GTEX 100 1e-05 0.1 25 9878 0.0 -48 0.08076122457448212 0.07974018830763523 100 GTEX 100 1e-05 0.1 25 9878 0.0 -49 0.079663523265568 0.07864800585653392 100 GTEX 100 1e-05 0.1 25 9878 0.0 -50 0.07861435997948243 0.07760317654777389 100 GTEX 100 1e-05 0.1 25 9878 0.0 -51 0.07766287004549752 0.07661469952121887 100 GTEX 100 1e-05 0.1 25 9878 0.0 -52 0.07672459118715924 0.0756934088275913 100 GTEX 100 1e-05 0.1 25 9878 0.0 -53 0.075849825825046 0.07484122561184625 100 GTEX 100 1e-05 0.1 25 9878 0.0 -54 0.07503554980414488 0.07405439305328144 100 GTEX 100 1e-05 0.1 25 9878 0.0 -55 0.07430363512189031 0.07333571939753943 100 GTEX 100 1e-05 0.1 25 9878 0.0 -56 0.07362997881163888 0.0726826704273659 100 GTEX 100 1e-05 0.1 25 9878 0.0 -57 0.07300291434473431 0.07208905465362643 100 GTEX 100 1e-05 0.1 25 9878 0.0 -58 0.07246376202887689 0.07155081173652932 100 GTEX 100 1e-05 0.1 25 9878 0.0 -59 0.07198495104447758 0.07106528722967938 100 GTEX 100 1e-05 0.1 25 9878 0.0 -60 0.07148953001335101 0.07062551999613359 100 GTEX 100 1e-05 0.1 25 9878 0.0 -61 0.07110579153816993 0.07022615751612776 100 GTEX 100 1e-05 0.1 25 9878 0.0 -62 0.07065294955126068 0.06986065305231189 100 GTEX 100 1e-05 0.1 25 9878 0.0 -63 0.07036975351085227 0.06952769890030981 100 GTEX 100 1e-05 0.1 25 9878 0.0 -64 0.07004088011641203 0.06921684580497416 100 GTEX 100 1e-05 0.1 25 9878 0.0 -65 0.06972294646132593 0.06893077342569148 100 GTEX 100 1e-05 0.1 25 9878 0.0 -66 0.06946897256210033 0.0686668398659039 100 GTEX 100 1e-05 0.1 25 9878 0.0 -67 0.0692150097502075 0.0684152855449303 100 GTEX 100 1e-05 0.1 25 9878 0.0 -68 0.06895491014369201 0.06817968818624663 100 GTEX 100 1e-05 0.1 25 9878 0.0 -69 0.06873491139724588 0.06795926788687252 100 GTEX 100 1e-05 0.1 25 9878 0.0 -70 0.06854365867493434 0.0677522848370864 100 GTEX 100 1e-05 0.1 25 9878 0.0 -71 0.06832975864700018 0.06755340181489408 100 GTEX 100 1e-05 0.1 25 9878 0.0 -72 0.06808896545996393 0.06736648374523953 100 GTEX 100 1e-05 0.1 25 9878 0.0 -73 0.06794492351671351 0.06718473326230684 100 GTEX 100 1e-05 0.1 25 9878 0.0 -74 0.0677234386836159 0.06701379691466633 100 GTEX 100 1e-05 0.1 25 9878 0.0 -75 0.06756841559980264 0.06684785945333908 100 GTEX 100 1e-05 0.1 25 9878 0.0 -76 0.06739403512688918 0.06669005573135818 100 GTEX 100 1e-05 0.1 25 9878 0.0 -77 0.06728472934393039 0.066534746112479 100 GTEX 100 1e-05 0.1 25 9878 0.0 -78 0.06709052652539277 0.06638546630796824 100 GTEX 100 1e-05 0.1 25 9878 0.0 -79 0.06694313816728568 0.0662380333550756 100 GTEX 100 1e-05 0.1 25 9878 0.0 -80 0.06683300865169335 0.06609599085475103 100 GTEX 100 1e-05 0.1 25 9878 0.0 -81 0.06666321202670306 0.06595805910603629 100 GTEX 100 1e-05 0.1 25 9878 0.0 -82 0.06650992121586417 0.06582113059357998 100 GTEX 100 1e-05 0.1 25 9878 0.0 -83 0.06638588167013179 0.06568706010117731 100 GTEX 100 1e-05 0.1 25 9878 0.0 -84 0.06628465081335966 0.06555476236536022 100 GTEX 100 1e-05 0.1 25 9878 0.0 -85 0.06611024981455704 0.06542528273374862 100 GTEX 100 1e-05 0.1 25 9878 0.0 -86 0.06597074651757175 0.0652994978677184 100 GTEX 100 1e-05 0.1 25 9878 0.0 -87 0.06587298643274847 0.06517578392314367 100 GTEX 100 1e-05 0.1 25 9878 0.0 -88 0.06579699904888198 0.06505303334147304 100 GTEX 100 1e-05 0.1 25 9878 0.0 -89 0.06565631889188518 0.06493267773902009 100 GTEX 100 1e-05 0.1 25 9878 0.0 -90 0.06553296745846562 0.06481369317087837 100 GTEX 100 1e-05 0.1 25 9878 0.0 -91 0.06541671124553056 0.06469618145220633 100 GTEX 100 1e-05 0.1 25 9878 0.0 -92 0.06528836077119904 0.06458244760283499 100 GTEX 100 1e-05 0.1 25 9878 0.0 -93 0.06520879546773967 0.06447032732825315 100 GTEX 100 1e-05 0.1 25 9878 0.0 -94 0.06508123225463511 0.06435957422104625 100 GTEX 100 1e-05 0.1 25 9878 0.0 -95 0.06497298002878943 0.06425081723203224 100 GTEX 100 1e-05 0.1 25 9878 0.0 -96 0.0648269011529173 0.0641431765977874 100 GTEX 100 1e-05 0.1 25 9878 0.0 -97 0.06476020889878714 0.06403937410322433 100 GTEX 100 1e-05 0.1 25 9878 0.0 -98 0.06463532906576158 0.06393535785065405 100 GTEX 100 1e-05 0.1 25 9878 0.0 -99 0.06456008473702592 0.06383387138181766 100 GTEX 100 1e-05 0.1 25 9878 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00001lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00001lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index feaf41e77..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00001lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16489646622437515 0.16481708664404576 100 GTEX 100 1e-05 0.5 25 234 0.0 -1 0.16327043809331154 0.16151671060591144 100 GTEX 100 1e-05 0.5 25 234 0.0 -2 0.15886272467044008 0.15554937499330979 100 GTEX 100 1e-05 0.5 25 234 0.0 -3 0.15285148973939436 0.14882642121369394 100 GTEX 100 1e-05 0.5 25 234 0.0 -4 0.14669358928798937 0.14250025878387712 100 GTEX 100 1e-05 0.5 25 234 0.0 -5 0.14111639972919016 0.13699883199916593 100 GTEX 100 1e-05 0.5 25 234 0.0 -6 0.13630482694994903 0.1323021650314331 100 GTEX 100 1e-05 0.5 25 234 0.0 -7 0.1321332197015812 0.1283907783235434 100 GTEX 100 1e-05 0.5 25 234 0.0 -8 0.12880809990675582 0.1250293427377146 100 GTEX 100 1e-05 0.5 25 234 0.0 -9 0.125587061042832 0.12219674499995808 100 GTEX 100 1e-05 0.5 25 234 0.0 -10 0.12304989978855234 0.11972952860729776 100 GTEX 100 1e-05 0.5 25 234 0.0 -11 0.120863284460403 0.11760084991106062 100 GTEX 100 1e-05 0.5 25 234 0.0 -12 0.11879834382970594 0.11571291174045534 100 GTEX 100 1e-05 0.5 25 234 0.0 -13 0.11708967013061644 0.11402255639490519 100 GTEX 100 1e-05 0.5 25 234 0.0 -14 0.11542512955337061 0.11251425816758957 100 GTEX 100 1e-05 0.5 25 234 0.0 -15 0.11393228576438813 0.1111188860107284 100 GTEX 100 1e-05 0.5 25 234 0.0 -16 0.11266964699494948 0.10986760193517453 100 GTEX 100 1e-05 0.5 25 234 0.0 -17 0.11131505512178819 0.10872526809629832 100 GTEX 100 1e-05 0.5 25 234 0.0 -18 0.11028284225363004 0.1076229768220916 100 GTEX 100 1e-05 0.5 25 234 0.0 -19 0.1091980669677755 0.10661245497233968 100 GTEX 100 1e-05 0.5 25 234 0.0 -20 0.10816622860166986 0.10565485816604737 100 GTEX 100 1e-05 0.5 25 234 0.0 -21 0.10726616550970823 0.10476400541715296 100 GTEX 100 1e-05 0.5 25 234 0.0 -22 0.10633259036809323 0.10389524831404705 100 GTEX 100 1e-05 0.5 25 234 0.0 -23 0.10552730613000619 0.10305191647303875 100 GTEX 100 1e-05 0.5 25 234 0.0 -24 0.1046530979252534 0.10225461726519544 100 GTEX 100 1e-05 0.5 25 234 0.0 -25 0.10387051861181901 0.10146940117099892 100 GTEX 100 1e-05 0.5 25 234 0.0 -26 0.1030492300677856 0.10070969147373968 100 GTEX 100 1e-05 0.5 25 234 0.0 -27 0.1022183686743521 0.09995955138152089 100 GTEX 100 1e-05 0.5 25 234 0.0 -28 0.10147742582759547 0.09921695246669276 100 GTEX 100 1e-05 0.5 25 234 0.0 -29 0.10068444686044518 0.0984790212981148 100 GTEX 100 1e-05 0.5 25 234 0.0 -30 0.09984104361515357 0.0977380840610642 100 GTEX 100 1e-05 0.5 25 234 0.0 -31 0.0991777228664682 0.09699710959943982 100 GTEX 100 1e-05 0.5 25 234 0.0 -32 0.09841592341749598 0.09625818849516458 100 GTEX 100 1e-05 0.5 25 234 0.0 -33 0.09756413975568612 0.09550722393812788 100 GTEX 100 1e-05 0.5 25 234 0.0 -34 0.09684015299487016 0.09474999415103927 100 GTEX 100 1e-05 0.5 25 234 0.0 -35 0.09610182573711708 0.09397773433320876 100 GTEX 100 1e-05 0.5 25 234 0.0 -36 0.0952147039432038 0.09318600272044483 100 GTEX 100 1e-05 0.5 25 234 0.0 -37 0.0944569915858886 0.09237994947700899 100 GTEX 100 1e-05 0.5 25 234 0.0 -38 0.09367652756209306 0.09154909560208992 100 GTEX 100 1e-05 0.5 25 234 0.0 -39 0.09281409816412912 0.09069993919179467 100 GTEX 100 1e-05 0.5 25 234 0.0 -40 0.09197990837983777 0.08982826282089654 100 GTEX 100 1e-05 0.5 25 234 0.0 -41 0.09116917398813422 0.08893365160820602 100 GTEX 100 1e-05 0.5 25 234 0.0 -42 0.09016205997118618 0.08800924781837391 100 GTEX 100 1e-05 0.5 25 234 0.0 -43 0.08928046236449214 0.08706109109600234 100 GTEX 100 1e-05 0.5 25 234 0.0 -44 0.0883532659744554 0.08609020800644908 100 GTEX 100 1e-05 0.5 25 234 0.0 -45 0.08745086878802566 0.08510062883222058 100 GTEX 100 1e-05 0.5 25 234 0.0 -46 0.08635487717447354 0.0840927462444106 100 GTEX 100 1e-05 0.5 25 234 0.0 -47 0.0854681145934579 0.083078521456102 100 GTEX 100 1e-05 0.5 25 234 0.0 -48 0.08444046409899221 0.0820605927093854 100 GTEX 100 1e-05 0.5 25 234 0.0 -49 0.08345606600116295 0.08105551131324623 100 GTEX 100 1e-05 0.5 25 234 0.0 -50 0.08252210380082349 0.08005950767051132 100 GTEX 100 1e-05 0.5 25 234 0.0 -51 0.08163733077273394 0.07909771819871642 100 GTEX 100 1e-05 0.5 25 234 0.0 -52 0.08069207599724788 0.0781677182296383 100 GTEX 100 1e-05 0.5 25 234 0.0 -53 0.07977831544059627 0.07728488420352284 100 GTEX 100 1e-05 0.5 25 234 0.0 -54 0.07893052306433496 0.07644660473436457 100 GTEX 100 1e-05 0.5 25 234 0.0 -55 0.0782005233410559 0.07566160176076817 100 GTEX 100 1e-05 0.5 25 234 0.0 -56 0.0774093761125638 0.07493432537571106 100 GTEX 100 1e-05 0.5 25 234 0.0 -57 0.07666514196415518 0.07426724274122216 100 GTEX 100 1e-05 0.5 25 234 0.0 -58 0.07591103733426428 0.07364922416300829 100 GTEX 100 1e-05 0.5 25 234 0.0 -59 0.07552925117484642 0.07309281378417867 100 GTEX 100 1e-05 0.5 25 234 0.0 -60 0.07494474205385106 0.07258845548439388 100 GTEX 100 1e-05 0.5 25 234 0.0 -61 0.07450743788878669 0.07212589508340386 100 GTEX 100 1e-05 0.5 25 234 0.0 -62 0.07384291563304661 0.07171234046551664 100 GTEX 100 1e-05 0.5 25 234 0.0 -63 0.07350394234031335 0.07133271664154393 100 GTEX 100 1e-05 0.5 25 234 0.0 -64 0.07309675246974515 0.07098737070089058 100 GTEX 100 1e-05 0.5 25 234 0.0 -65 0.07268209327919324 0.07067729827342378 100 GTEX 100 1e-05 0.5 25 234 0.0 -66 0.07236671316717498 0.07039283799581202 100 GTEX 100 1e-05 0.5 25 234 0.0 -67 0.07208840794931361 0.07013517439705337 100 GTEX 100 1e-05 0.5 25 234 0.0 -68 0.0717891192434959 0.06989566066759167 100 GTEX 100 1e-05 0.5 25 234 0.0 -69 0.0716126562030562 0.06967780914710049 100 GTEX 100 1e-05 0.5 25 234 0.0 -70 0.07117745919865137 0.06947438305548388 100 GTEX 100 1e-05 0.5 25 234 0.0 -71 0.07095686829041639 0.06928870319866862 100 GTEX 100 1e-05 0.5 25 234 0.0 -72 0.07076196657798478 0.0691154715906078 100 GTEX 100 1e-05 0.5 25 234 0.0 -73 0.070551505770951 0.06895398524210934 100 GTEX 100 1e-05 0.5 25 234 0.0 -74 0.07045349764483298 0.06880024287977146 100 GTEX 100 1e-05 0.5 25 234 0.0 -75 0.07025812945695692 0.068656639227849 100 GTEX 100 1e-05 0.5 25 234 0.0 -76 0.07011228314945889 0.06852021779397595 100 GTEX 100 1e-05 0.5 25 234 0.0 -77 0.06989832546707946 0.06838752485160139 100 GTEX 100 1e-05 0.5 25 234 0.0 -78 0.06976926246949357 0.06826281284084791 100 GTEX 100 1e-05 0.5 25 234 0.0 -79 0.06954727037754208 0.06814070782507327 100 GTEX 100 1e-05 0.5 25 234 0.0 -80 0.0694367208135308 0.06802178502876043 100 GTEX 100 1e-05 0.5 25 234 0.0 -81 0.06928382204552191 0.06790458184344687 100 GTEX 100 1e-05 0.5 25 234 0.0 -82 0.06917364552760308 0.0677847358267117 100 GTEX 100 1e-05 0.5 25 234 0.0 -83 0.0690958164132572 0.06767333026961228 100 GTEX 100 1e-05 0.5 25 234 0.0 -84 0.06879537364264735 0.06756107945405938 100 GTEX 100 1e-05 0.5 25 234 0.0 -85 0.06883759507316212 0.06745044660432258 100 GTEX 100 1e-05 0.5 25 234 0.0 -86 0.0686155899531224 0.06734503083242663 100 GTEX 100 1e-05 0.5 25 234 0.0 -87 0.06859796039198977 0.06724319955468631 100 GTEX 100 1e-05 0.5 25 234 0.0 -88 0.06848141682132869 0.06714438995480991 100 GTEX 100 1e-05 0.5 25 234 0.0 -89 0.06826993788265812 0.0670481490204996 100 GTEX 100 1e-05 0.5 25 234 0.0 -90 0.0681405595996708 0.06695419804904851 100 GTEX 100 1e-05 0.5 25 234 0.0 -91 0.06805556474639758 0.06686191138999091 100 GTEX 100 1e-05 0.5 25 234 0.0 -92 0.0679472141566757 0.0667698093240252 100 GTEX 100 1e-05 0.5 25 234 0.0 -93 0.0678221427688846 0.06668134047844564 100 GTEX 100 1e-05 0.5 25 234 0.0 -94 0.06779116742667847 0.06659166316569078 100 GTEX 100 1e-05 0.5 25 234 0.0 -95 0.06758122886072132 0.06650345534539495 100 GTEX 100 1e-05 0.5 25 234 0.0 -96 0.06753894377720573 0.06642025805471514 100 GTEX 100 1e-05 0.5 25 234 0.0 -97 0.06753969609145569 0.06633735095423438 100 GTEX 100 1e-05 0.5 25 234 0.0 -98 0.0673123775426823 0.06625892976900924 100 GTEX 100 1e-05 0.5 25 234 0.0 -99 0.06726623511250172 0.06618419276840787 100 GTEX 100 1e-05 0.5 25 234 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00001lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00001lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index a32841bf1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00001lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16491376535339947 0.1649250682769166 100 GTEX 100 1e-05 0.0 25 4602 0.0 -1 0.1633621999712369 0.16206910469686123 100 GTEX 100 1e-05 0.0 25 4602 0.0 -2 0.15908255334973045 0.156475408845528 100 GTEX 100 1e-05 0.0 25 4602 0.0 -3 0.15275265950580905 0.1497332757416787 100 GTEX 100 1e-05 0.0 25 4602 0.0 -4 0.14605796035547197 0.14324820783881634 100 GTEX 100 1e-05 0.0 25 4602 0.0 -5 0.1398864281716462 0.13743305591576 100 GTEX 100 1e-05 0.0 25 4602 0.0 -6 0.13451194369051264 0.13252092365302967 100 GTEX 100 1e-05 0.0 25 4602 0.0 -7 0.13003037118812266 0.12844597610570632 100 GTEX 100 1e-05 0.0 25 4602 0.0 -8 0.12630791258563887 0.1250421502291023 100 GTEX 100 1e-05 0.0 25 4602 0.0 -9 0.12318650644508274 0.1221685638729157 100 GTEX 100 1e-05 0.0 25 4602 0.0 -10 0.12053537432679257 0.11970735749251035 100 GTEX 100 1e-05 0.0 25 4602 0.0 -11 0.11824885148287852 0.11756891493788237 100 GTEX 100 1e-05 0.0 25 4602 0.0 -12 0.11625265001422741 0.11568626121196457 100 GTEX 100 1e-05 0.0 25 4602 0.0 -13 0.1144858594042164 0.11401103578592887 100 GTEX 100 1e-05 0.0 25 4602 0.0 -14 0.11290312140276557 0.1125007662992967 100 GTEX 100 1e-05 0.0 25 4602 0.0 -15 0.11147200035623277 0.11112785486667329 100 GTEX 100 1e-05 0.0 25 4602 0.0 -16 0.11016006386760448 0.10987164363435013 100 GTEX 100 1e-05 0.0 25 4602 0.0 -17 0.10894923892021305 0.10870075968055218 100 GTEX 100 1e-05 0.0 25 4602 0.0 -18 0.10782010955837368 0.10760891040921665 100 GTEX 100 1e-05 0.0 25 4602 0.0 -19 0.10675785517404837 0.10657645815792192 100 GTEX 100 1e-05 0.0 25 4602 0.0 -20 0.10575076688745652 0.1055954546302897 100 GTEX 100 1e-05 0.0 25 4602 0.0 -21 0.10478693281627072 0.10466028959578888 100 GTEX 100 1e-05 0.0 25 4602 0.0 -22 0.10386227474940343 0.10375504303341129 100 GTEX 100 1e-05 0.0 25 4602 0.0 -23 0.10296591329429146 0.10287893419030048 100 GTEX 100 1e-05 0.0 25 4602 0.0 -24 0.10209192953090097 0.10202268074787162 100 GTEX 100 1e-05 0.0 25 4602 0.0 -25 0.1012364855216954 0.10118659781185846 100 GTEX 100 1e-05 0.0 25 4602 0.0 -26 0.10039299749545466 0.10035615740166871 100 GTEX 100 1e-05 0.0 25 4602 0.0 -27 0.0995594082978455 0.09953591675132853 100 GTEX 100 1e-05 0.0 25 4602 0.0 -28 0.09873173349341482 0.09871868998832123 100 GTEX 100 1e-05 0.0 25 4602 0.0 -29 0.09790429957718635 0.09790329357517083 100 GTEX 100 1e-05 0.0 25 4602 0.0 -30 0.09707540765938291 0.09707715130010938 100 GTEX 100 1e-05 0.0 25 4602 0.0 -31 0.0962409757662439 0.096249139609219 100 GTEX 100 1e-05 0.0 25 4602 0.0 -32 0.09539652434774346 0.09540066851069265 100 GTEX 100 1e-05 0.0 25 4602 0.0 -33 0.09453910480690088 0.09454088510782546 100 GTEX 100 1e-05 0.0 25 4602 0.0 -34 0.0936628589946692 0.09366045963061627 100 GTEX 100 1e-05 0.0 25 4602 0.0 -35 0.09276571734013019 0.09275470614546605 100 GTEX 100 1e-05 0.0 25 4602 0.0 -36 0.09184202002905434 0.09181934733921131 100 GTEX 100 1e-05 0.0 25 4602 0.0 -37 0.09089110502537395 0.09085465990318545 100 GTEX 100 1e-05 0.0 25 4602 0.0 -38 0.08991105011864525 0.08986137903688525 100 GTEX 100 1e-05 0.0 25 4602 0.0 -39 0.08890170596514003 0.08883453809263135 100 GTEX 100 1e-05 0.0 25 4602 0.0 -40 0.08786165135264007 0.08777675032615662 100 GTEX 100 1e-05 0.0 25 4602 0.0 -41 0.08679218050216413 0.08669078165927314 100 GTEX 100 1e-05 0.0 25 4602 0.0 -42 0.08569503558800215 0.08557638500466547 100 GTEX 100 1e-05 0.0 25 4602 0.0 -43 0.08457519808628497 0.0844428792539205 100 GTEX 100 1e-05 0.0 25 4602 0.0 -44 0.0834415127837357 0.0833004086699776 100 GTEX 100 1e-05 0.0 25 4602 0.0 -45 0.08230454874722447 0.08216007447628014 100 GTEX 100 1e-05 0.0 25 4602 0.0 -46 0.08117874078291251 0.08103800378031603 100 GTEX 100 1e-05 0.0 25 4602 0.0 -47 0.08007952474743156 0.07994994337001228 100 GTEX 100 1e-05 0.0 25 4602 0.0 -48 0.07902187826978603 0.07890958016022984 100 GTEX 100 1e-05 0.0 25 4602 0.0 -49 0.07801930441330161 0.07793071982185197 100 GTEX 100 1e-05 0.0 25 4602 0.0 -50 0.0770819342873335 0.0770177254205421 100 GTEX 100 1e-05 0.0 25 4602 0.0 -51 0.07621598353972843 0.07617708400401779 100 GTEX 100 1e-05 0.0 25 4602 0.0 -52 0.07542340622002262 0.0754091350977865 100 GTEX 100 1e-05 0.0 25 4602 0.0 -53 0.07470185707479769 0.07471223478648145 100 GTEX 100 1e-05 0.0 25 4602 0.0 -54 0.07404726001315878 0.07407890877796217 100 GTEX 100 1e-05 0.0 25 4602 0.0 -55 0.07345339005022652 0.07350475239096485 100 GTEX 100 1e-05 0.0 25 4602 0.0 -56 0.07291396899404402 0.0729779257463865 100 GTEX 100 1e-05 0.0 25 4602 0.0 -57 0.07242243637504857 0.07249783883189974 100 GTEX 100 1e-05 0.0 25 4602 0.0 -58 0.07197250583295373 0.07205722778468984 100 GTEX 100 1e-05 0.0 25 4602 0.0 -59 0.07155967243444684 0.0716519821222744 100 GTEX 100 1e-05 0.0 25 4602 0.0 -60 0.0711793886865345 0.07127616812294427 100 GTEX 100 1e-05 0.0 25 4602 0.0 -61 0.07082923581453618 0.07093229541420483 100 GTEX 100 1e-05 0.0 25 4602 0.0 -62 0.070506130330311 0.07061494096490367 100 GTEX 100 1e-05 0.0 25 4602 0.0 -63 0.07020875227225297 0.07032048597421936 100 GTEX 100 1e-05 0.0 25 4602 0.0 -64 0.06993294388348567 0.07004824615023435 100 GTEX 100 1e-05 0.0 25 4602 0.0 -65 0.06967578189365084 0.06979330909569453 100 GTEX 100 1e-05 0.0 25 4602 0.0 -66 0.06943381182102538 0.0695507272284747 100 GTEX 100 1e-05 0.0 25 4602 0.0 -67 0.06920454218500428 0.0693195135307856 100 GTEX 100 1e-05 0.0 25 4602 0.0 -68 0.0689856255623951 0.06910132021845067 100 GTEX 100 1e-05 0.0 25 4602 0.0 -69 0.0687772949249122 0.06888971321936342 100 GTEX 100 1e-05 0.0 25 4602 0.0 -70 0.06857716791104324 0.06869089405119645 100 GTEX 100 1e-05 0.0 25 4602 0.0 -71 0.06838675878223477 0.06849796316469577 100 GTEX 100 1e-05 0.0 25 4602 0.0 -72 0.06820359020823975 0.06831211899849851 100 GTEX 100 1e-05 0.0 25 4602 0.0 -73 0.06802758231272701 0.06813424057946912 100 GTEX 100 1e-05 0.0 25 4602 0.0 -74 0.06785773703427278 0.06796382568748278 100 GTEX 100 1e-05 0.0 25 4602 0.0 -75 0.06769361091104596 0.06779691137855044 100 GTEX 100 1e-05 0.0 25 4602 0.0 -76 0.06753375552955897 0.0676342107837191 100 GTEX 100 1e-05 0.0 25 4602 0.0 -77 0.0673779502158446 0.06747488660504156 100 GTEX 100 1e-05 0.0 25 4602 0.0 -78 0.06722519265786261 0.06731879662991476 100 GTEX 100 1e-05 0.0 25 4602 0.0 -79 0.06707552958563563 0.0671639654629584 100 GTEX 100 1e-05 0.0 25 4602 0.0 -80 0.06692727736076508 0.06700995864750314 100 GTEX 100 1e-05 0.0 25 4602 0.0 -81 0.06678141451828254 0.0668606243942627 100 GTEX 100 1e-05 0.0 25 4602 0.0 -82 0.06663772987708051 0.0667124421480944 100 GTEX 100 1e-05 0.0 25 4602 0.0 -83 0.06649589031664008 0.06656739379176622 100 GTEX 100 1e-05 0.0 25 4602 0.0 -84 0.06635662514389386 0.0664248329944937 100 GTEX 100 1e-05 0.0 25 4602 0.0 -85 0.06621968584376982 0.06628355771983077 100 GTEX 100 1e-05 0.0 25 4602 0.0 -86 0.06608508125276516 0.06614412069887263 100 GTEX 100 1e-05 0.0 25 4602 0.0 -87 0.06595152349548605 0.06600743462774236 100 GTEX 100 1e-05 0.0 25 4602 0.0 -88 0.06581940410163493 0.06587073909465804 100 GTEX 100 1e-05 0.0 25 4602 0.0 -89 0.06568930428103281 0.06573725981857387 100 GTEX 100 1e-05 0.0 25 4602 0.0 -90 0.06556081985129063 0.06560364225348139 100 GTEX 100 1e-05 0.0 25 4602 0.0 -91 0.06543453535283646 0.06547397770299204 100 GTEX 100 1e-05 0.0 25 4602 0.0 -92 0.06531031362872146 0.06534680010248047 100 GTEX 100 1e-05 0.0 25 4602 0.0 -93 0.06518914880534217 0.06522221469493873 100 GTEX 100 1e-05 0.0 25 4602 0.0 -94 0.06507013447592953 0.06509908006841693 100 GTEX 100 1e-05 0.0 25 4602 0.0 -95 0.06495373300775953 0.06498041605938071 100 GTEX 100 1e-05 0.0 25 4602 0.0 -96 0.06483997767857064 0.06486439496675371 100 GTEX 100 1e-05 0.0 25 4602 0.0 -97 0.06472880913241179 0.06475193352357063 100 GTEX 100 1e-05 0.0 25 4602 0.0 -98 0.06462006159917699 0.06464188527528324 100 GTEX 100 1e-05 0.0 25 4602 0.0 -99 0.06451392841187062 0.06453378022623606 100 GTEX 100 1e-05 0.0 25 4602 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00001lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00001lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 8cafb5d3f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00001lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16405802853724213 0.1609269598137743 50 GTEX 100 1e-05 0.1 25 81 0.0 -1 0.15541876562736953 0.14822801896601123 50 GTEX 100 1e-05 0.1 25 81 0.0 -2 0.14284110512358972 0.1363197069034377 50 GTEX 100 1e-05 0.1 25 81 0.0 -3 0.13255802706219244 0.12752239240383015 50 GTEX 100 1e-05 0.1 25 81 0.0 -4 0.12519673041010074 0.12135429465045494 50 GTEX 100 1e-05 0.1 25 81 0.0 -5 0.11992342814014544 0.11683642699917914 50 GTEX 100 1e-05 0.1 25 81 0.0 -6 0.11593376235821765 0.11334797676241896 50 GTEX 100 1e-05 0.1 25 81 0.0 -7 0.11275623801568752 0.11054299916264676 50 GTEX 100 1e-05 0.1 25 81 0.0 -8 0.11014388810543774 0.10818439418938677 50 GTEX 100 1e-05 0.1 25 81 0.0 -9 0.10793518122579551 0.1061354051609683 50 GTEX 100 1e-05 0.1 25 81 0.0 -10 0.1059830250885301 0.10430412997311059 50 GTEX 100 1e-05 0.1 25 81 0.0 -11 0.10419263330418972 0.1026199040332448 50 GTEX 100 1e-05 0.1 25 81 0.0 -12 0.10257293012343781 0.10103007135452427 50 GTEX 100 1e-05 0.1 25 81 0.0 -13 0.10098491588319583 0.09949686212514743 50 GTEX 100 1e-05 0.1 25 81 0.0 -14 0.09942959917580753 0.09797976704264776 50 GTEX 100 1e-05 0.1 25 81 0.0 -15 0.09797108339585912 0.09645659383032258 50 GTEX 100 1e-05 0.1 25 81 0.0 -16 0.09643746527633736 0.09490505835402602 50 GTEX 100 1e-05 0.1 25 81 0.0 -17 0.09485797678340108 0.09330066350136419 50 GTEX 100 1e-05 0.1 25 81 0.0 -18 0.09321535879859605 0.09162040995327692 50 GTEX 100 1e-05 0.1 25 81 0.0 -19 0.09150510774698103 0.08984177973220557 50 GTEX 100 1e-05 0.1 25 81 0.0 -20 0.08967505978189981 0.08794700678707075 50 GTEX 100 1e-05 0.1 25 81 0.0 -21 0.08773898895941278 0.08593646249956957 50 GTEX 100 1e-05 0.1 25 81 0.0 -22 0.0856415861899792 0.08381159328802457 50 GTEX 100 1e-05 0.1 25 81 0.0 -23 0.08353902520266583 0.0816101165410457 50 GTEX 100 1e-05 0.1 25 81 0.0 -24 0.08127005091105241 0.07940334200632436 50 GTEX 100 1e-05 0.1 25 81 0.0 -25 0.07910793069940919 0.07729190867040094 50 GTEX 100 1e-05 0.1 25 81 0.0 -26 0.07709641251652044 0.07536435326979188 50 GTEX 100 1e-05 0.1 25 81 0.0 -27 0.07524585627626186 0.07367237532660081 50 GTEX 100 1e-05 0.1 25 81 0.0 -28 0.07361324872611832 0.07223300128721918 50 GTEX 100 1e-05 0.1 25 81 0.0 -29 0.0723270592207426 0.07103497182291724 50 GTEX 100 1e-05 0.1 25 81 0.0 -30 0.07120707527226426 0.07003724633117592 50 GTEX 100 1e-05 0.1 25 81 0.0 -31 0.07027241973114125 0.069203986435732 50 GTEX 100 1e-05 0.1 25 81 0.0 -32 0.06949079677098981 0.06850665705738865 50 GTEX 100 1e-05 0.1 25 81 0.0 -33 0.06885125180992654 0.06791610941432502 50 GTEX 100 1e-05 0.1 25 81 0.0 -34 0.06829360077159387 0.06741555625069957 50 GTEX 100 1e-05 0.1 25 81 0.0 -35 0.06780043175656301 0.06697467546697579 50 GTEX 100 1e-05 0.1 25 81 0.0 -36 0.06736420420826494 0.06657679604911759 50 GTEX 100 1e-05 0.1 25 81 0.0 -37 0.06696807891146188 0.06621553665274903 50 GTEX 100 1e-05 0.1 25 81 0.0 -38 0.0666759411716922 0.06588100156828251 50 GTEX 100 1e-05 0.1 25 81 0.0 -39 0.06633639044479658 0.06556860657812524 50 GTEX 100 1e-05 0.1 25 81 0.0 -40 0.0660418675968655 0.06527929927289712 50 GTEX 100 1e-05 0.1 25 81 0.0 -41 0.06573579917239125 0.06499864578162083 50 GTEX 100 1e-05 0.1 25 81 0.0 -42 0.06544165539507933 0.06473406523239476 50 GTEX 100 1e-05 0.1 25 81 0.0 -43 0.06522063287810236 0.06447940031526886 50 GTEX 100 1e-05 0.1 25 81 0.0 -44 0.06498828134841346 0.06423514959590064 50 GTEX 100 1e-05 0.1 25 81 0.0 -45 0.06472083741333287 0.06400145882096127 50 GTEX 100 1e-05 0.1 25 81 0.0 -46 0.06453252980392889 0.06376665623808996 50 GTEX 100 1e-05 0.1 25 81 0.0 -47 0.06429457283775859 0.06353763829449284 50 GTEX 100 1e-05 0.1 25 81 0.0 -48 0.06406689345328234 0.0633188005635947 50 GTEX 100 1e-05 0.1 25 81 0.0 -49 0.06386385186349777 0.06310749265715876 50 GTEX 100 1e-05 0.1 25 81 0.0 -50 0.06367851131500936 0.0628962419757145 50 GTEX 100 1e-05 0.1 25 81 0.0 -51 0.06348190948113704 0.06270268561580562 50 GTEX 100 1e-05 0.1 25 81 0.0 -52 0.06328280368081818 0.06249625383816065 50 GTEX 100 1e-05 0.1 25 81 0.0 -53 0.06311211214956945 0.06231483040880341 50 GTEX 100 1e-05 0.1 25 81 0.0 -54 0.0629456894452763 0.06212610591330456 50 GTEX 100 1e-05 0.1 25 81 0.0 -55 0.0627778112719917 0.06194894725435587 50 GTEX 100 1e-05 0.1 25 81 0.0 -56 0.06260421966107428 0.061772264915557415 50 GTEX 100 1e-05 0.1 25 81 0.0 -57 0.062440101019908274 0.06160085216986136 50 GTEX 100 1e-05 0.1 25 81 0.0 -58 0.06228889207537378 0.06144187371370457 50 GTEX 100 1e-05 0.1 25 81 0.0 -59 0.06221715669897588 0.061289265404805934 50 GTEX 100 1e-05 0.1 25 81 0.0 -60 0.06201421203048652 0.061144801104590016 50 GTEX 100 1e-05 0.1 25 81 0.0 -61 0.061899276132522926 0.06101001192153407 50 GTEX 100 1e-05 0.1 25 81 0.0 -62 0.06174765053038248 0.060874106504108065 50 GTEX 100 1e-05 0.1 25 81 0.0 -63 0.0616195215843126 0.06074456711204106 50 GTEX 100 1e-05 0.1 25 81 0.0 -64 0.06151163100085037 0.06059962578344481 50 GTEX 100 1e-05 0.1 25 81 0.0 -65 0.0614014101029072 0.0604595702793095 50 GTEX 100 1e-05 0.1 25 81 0.0 -66 0.06124996393053285 0.06032319153046427 50 GTEX 100 1e-05 0.1 25 81 0.0 -67 0.061106979677748176 0.060191709279107504 50 GTEX 100 1e-05 0.1 25 81 0.0 -68 0.06101062975401257 0.060039197912744244 50 GTEX 100 1e-05 0.1 25 81 0.0 -69 0.06081781175734816 0.05988722464544238 50 GTEX 100 1e-05 0.1 25 81 0.0 -70 0.06068671321030263 0.05973423540790498 50 GTEX 100 1e-05 0.1 25 81 0.0 -71 0.06052597599786577 0.059600271780341295 50 GTEX 100 1e-05 0.1 25 81 0.0 -72 0.06038791717383178 0.05946205970707275 50 GTEX 100 1e-05 0.1 25 81 0.0 -73 0.060289749319842115 0.059342266021459276 50 GTEX 100 1e-05 0.1 25 81 0.0 -74 0.06013770500010896 0.059222141365757916 50 GTEX 100 1e-05 0.1 25 81 0.0 -75 0.06001945974894936 0.05910440853056799 50 GTEX 100 1e-05 0.1 25 81 0.0 -76 0.05994353100879399 0.05899733260358921 50 GTEX 100 1e-05 0.1 25 81 0.0 -77 0.059822562599151904 0.058868369696654745 50 GTEX 100 1e-05 0.1 25 81 0.0 -78 0.05969604568775722 0.058750161986103985 50 GTEX 100 1e-05 0.1 25 81 0.0 -79 0.0595853750783727 0.05863039839318723 50 GTEX 100 1e-05 0.1 25 81 0.0 -80 0.05948095463764848 0.05853323624982806 50 GTEX 100 1e-05 0.1 25 81 0.0 -81 0.05934954920176268 0.05842304789238103 50 GTEX 100 1e-05 0.1 25 81 0.0 -82 0.05928935793886483 0.0583226223097328 50 GTEX 100 1e-05 0.1 25 81 0.0 -83 0.05918866497985574 0.05822931077090506 50 GTEX 100 1e-05 0.1 25 81 0.0 -84 0.05907525100050827 0.05810668275553464 50 GTEX 100 1e-05 0.1 25 81 0.0 -85 0.05894513882942961 0.057995528676777285 50 GTEX 100 1e-05 0.1 25 81 0.0 -86 0.05885910590494952 0.05789804478448607 50 GTEX 100 1e-05 0.1 25 81 0.0 -87 0.05876800584233687 0.057807200294370434 50 GTEX 100 1e-05 0.1 25 81 0.0 -88 0.05867058502651261 0.05770171080988623 50 GTEX 100 1e-05 0.1 25 81 0.0 -89 0.058559821714969096 0.057622077942121167 50 GTEX 100 1e-05 0.1 25 81 0.0 -90 0.05846425395896118 0.05752261257783542 50 GTEX 100 1e-05 0.1 25 81 0.0 -91 0.05837406552135724 0.05743877050031274 50 GTEX 100 1e-05 0.1 25 81 0.0 -92 0.05832744758602519 0.057356243117397274 50 GTEX 100 1e-05 0.1 25 81 0.0 -93 0.05823027473751716 0.05726052645749692 50 GTEX 100 1e-05 0.1 25 81 0.0 -94 0.05813221025551286 0.05716475454148458 50 GTEX 100 1e-05 0.1 25 81 0.0 -95 0.05805788369475694 0.05707470440932553 50 GTEX 100 1e-05 0.1 25 81 0.0 -96 0.057957494948769596 0.05694667503464358 50 GTEX 100 1e-05 0.1 25 81 0.0 -97 0.05777862200162674 0.05679634688669964 50 GTEX 100 1e-05 0.1 25 81 0.0 -98 0.057674065983080114 0.05665119203381212 50 GTEX 100 1e-05 0.1 25 81 0.0 -99 0.0575297662003171 0.056505364907671746 50 GTEX 100 1e-05 0.1 25 81 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00001lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00001lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index b5390e58d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00001lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1643482706823054 0.16155166745525804 50 GTEX 100 1e-05 0.5 25 5825 0.0 -1 0.15793552023720764 0.1510665295468537 50 GTEX 100 1e-05 0.5 25 5825 0.0 -2 0.14745988668717488 0.1395490965575773 50 GTEX 100 1e-05 0.5 25 5825 0.0 -3 0.13771506783053605 0.13033361401508062 50 GTEX 100 1e-05 0.5 25 5825 0.0 -4 0.13011259148437446 0.12359721750417589 50 GTEX 100 1e-05 0.5 25 5825 0.0 -5 0.12446509785828198 0.11866922536333704 50 GTEX 100 1e-05 0.5 25 5825 0.0 -6 0.12018495740659564 0.11488901924327752 50 GTEX 100 1e-05 0.5 25 5825 0.0 -7 0.1168080251103182 0.11185216079306694 50 GTEX 100 1e-05 0.5 25 5825 0.0 -8 0.11400425916625591 0.10939505645304125 50 GTEX 100 1e-05 0.5 25 5825 0.0 -9 0.11160617432776129 0.10728102123556028 50 GTEX 100 1e-05 0.5 25 5825 0.0 -10 0.10960190995285778 0.10545196545667974 50 GTEX 100 1e-05 0.5 25 5825 0.0 -11 0.10779443782858225 0.10381104887778315 50 GTEX 100 1e-05 0.5 25 5825 0.0 -12 0.10607035031609667 0.10230848409887049 50 GTEX 100 1e-05 0.5 25 5825 0.0 -13 0.10462978764309153 0.1009081702381939 50 GTEX 100 1e-05 0.5 25 5825 0.0 -14 0.10321296092460812 0.09959380881074717 50 GTEX 100 1e-05 0.5 25 5825 0.0 -15 0.10173161069937212 0.09831484966688284 50 GTEX 100 1e-05 0.5 25 5825 0.0 -16 0.10051221475815765 0.09706601786636128 50 GTEX 100 1e-05 0.5 25 5825 0.0 -17 0.09924537763495347 0.09582928378319105 50 GTEX 100 1e-05 0.5 25 5825 0.0 -18 0.0978901441949492 0.0945846131602621 50 GTEX 100 1e-05 0.5 25 5825 0.0 -19 0.09661363914342948 0.09332069359408132 50 GTEX 100 1e-05 0.5 25 5825 0.0 -20 0.0952255095020637 0.09202960167547596 50 GTEX 100 1e-05 0.5 25 5825 0.0 -21 0.09392651393057314 0.09068754693571153 50 GTEX 100 1e-05 0.5 25 5825 0.0 -22 0.09249739832031043 0.0892983766364734 50 GTEX 100 1e-05 0.5 25 5825 0.0 -23 0.09105866664775236 0.08783315163204879 50 GTEX 100 1e-05 0.5 25 5825 0.0 -24 0.08959735424393672 0.08629576942596599 50 GTEX 100 1e-05 0.5 25 5825 0.0 -25 0.08803466345130724 0.08467329981889109 50 GTEX 100 1e-05 0.5 25 5825 0.0 -26 0.08638919274960852 0.08298230399253703 50 GTEX 100 1e-05 0.5 25 5825 0.0 -27 0.08469624269772977 0.08122377165596747 50 GTEX 100 1e-05 0.5 25 5825 0.0 -28 0.08294165499128257 0.07943605494193251 50 GTEX 100 1e-05 0.5 25 5825 0.0 -29 0.08113363538115659 0.07766407818848643 50 GTEX 100 1e-05 0.5 25 5825 0.0 -30 0.07949198951650172 0.07596727767994649 50 GTEX 100 1e-05 0.5 25 5825 0.0 -31 0.07782032317863141 0.07436626760055356 50 GTEX 100 1e-05 0.5 25 5825 0.0 -32 0.07632754541783218 0.07291606942567082 50 GTEX 100 1e-05 0.5 25 5825 0.0 -33 0.0749552392529575 0.07161837878562652 50 GTEX 100 1e-05 0.5 25 5825 0.0 -34 0.07373105825721947 0.07048524747613265 50 GTEX 100 1e-05 0.5 25 5825 0.0 -35 0.07256354939330653 0.06951583210138088 50 GTEX 100 1e-05 0.5 25 5825 0.0 -36 0.07149035270713734 0.0686894759125016 50 GTEX 100 1e-05 0.5 25 5825 0.0 -37 0.07078366183603126 0.06800085540591765 50 GTEX 100 1e-05 0.5 25 5825 0.0 -38 0.07000780271098067 0.06741366164312616 50 GTEX 100 1e-05 0.5 25 5825 0.0 -39 0.06924018405399114 0.06692821928388493 50 GTEX 100 1e-05 0.5 25 5825 0.0 -40 0.06886980932879198 0.06652411251212027 50 GTEX 100 1e-05 0.5 25 5825 0.0 -41 0.06829074460919031 0.06618208052172633 50 GTEX 100 1e-05 0.5 25 5825 0.0 -42 0.067826647230781 0.06589366331299902 50 GTEX 100 1e-05 0.5 25 5825 0.0 -43 0.06756656261042329 0.06564112328446184 50 GTEX 100 1e-05 0.5 25 5825 0.0 -44 0.06720790395626702 0.06541833640589687 50 GTEX 100 1e-05 0.5 25 5825 0.0 -45 0.06689798415377712 0.06521798805563848 50 GTEX 100 1e-05 0.5 25 5825 0.0 -46 0.06673044912431288 0.06502963217265706 50 GTEX 100 1e-05 0.5 25 5825 0.0 -47 0.06642436877237752 0.06485045784836486 50 GTEX 100 1e-05 0.5 25 5825 0.0 -48 0.06620269632347663 0.06467522105676593 50 GTEX 100 1e-05 0.5 25 5825 0.0 -49 0.06598318639319865 0.0645062800836767 50 GTEX 100 1e-05 0.5 25 5825 0.0 -50 0.0656930610550908 0.06433683714542553 50 GTEX 100 1e-05 0.5 25 5825 0.0 -51 0.06555968302821388 0.06416353406278352 50 GTEX 100 1e-05 0.5 25 5825 0.0 -52 0.0654043473592149 0.06398896288707456 50 GTEX 100 1e-05 0.5 25 5825 0.0 -53 0.06522195957096599 0.0638110735117256 50 GTEX 100 1e-05 0.5 25 5825 0.0 -54 0.0650130737719685 0.06364143289229036 50 GTEX 100 1e-05 0.5 25 5825 0.0 -55 0.06482662688978147 0.06347079705376135 50 GTEX 100 1e-05 0.5 25 5825 0.0 -56 0.06458984958929712 0.06330519974826633 50 GTEX 100 1e-05 0.5 25 5825 0.0 -57 0.06451091404877948 0.06314268769136853 50 GTEX 100 1e-05 0.5 25 5825 0.0 -58 0.0642406032759599 0.06297414904963154 50 GTEX 100 1e-05 0.5 25 5825 0.0 -59 0.06406157068948352 0.06281616190313839 50 GTEX 100 1e-05 0.5 25 5825 0.0 -60 0.06390139805035945 0.06265834443441136 50 GTEX 100 1e-05 0.5 25 5825 0.0 -61 0.06378674028012195 0.0625180934870991 50 GTEX 100 1e-05 0.5 25 5825 0.0 -62 0.06367290019752912 0.062372349209715204 50 GTEX 100 1e-05 0.5 25 5825 0.0 -63 0.06356174597565648 0.06222389448618254 50 GTEX 100 1e-05 0.5 25 5825 0.0 -64 0.06337339491450109 0.062078666005694366 50 GTEX 100 1e-05 0.5 25 5825 0.0 -65 0.0632458981510212 0.06194156375731352 50 GTEX 100 1e-05 0.5 25 5825 0.0 -66 0.0631349892285163 0.06178258974884173 50 GTEX 100 1e-05 0.5 25 5825 0.0 -67 0.06300434846444003 0.06162719823023439 50 GTEX 100 1e-05 0.5 25 5825 0.0 -68 0.06292898655984461 0.061481613361280225 50 GTEX 100 1e-05 0.5 25 5825 0.0 -69 0.06269242108856674 0.061336114011110006 50 GTEX 100 1e-05 0.5 25 5825 0.0 -70 0.06257209590595565 0.0612116820274537 50 GTEX 100 1e-05 0.5 25 5825 0.0 -71 0.062439359921273 0.06109729234993231 50 GTEX 100 1e-05 0.5 25 5825 0.0 -72 0.06225637082937994 0.06096552888165182 50 GTEX 100 1e-05 0.5 25 5825 0.0 -73 0.06225483707853037 0.06085029107026274 50 GTEX 100 1e-05 0.5 25 5825 0.0 -74 0.062120536072910605 0.06074678512580495 50 GTEX 100 1e-05 0.5 25 5825 0.0 -75 0.06198864012210538 0.06064088018646485 50 GTEX 100 1e-05 0.5 25 5825 0.0 -76 0.06192116301144342 0.06055117580515577 50 GTEX 100 1e-05 0.5 25 5825 0.0 -77 0.06177980644805285 0.060481347696069526 50 GTEX 100 1e-05 0.5 25 5825 0.0 -78 0.061632683019983966 0.060388623046274424 50 GTEX 100 1e-05 0.5 25 5825 0.0 -79 0.061559702336923545 0.060307998026051905 50 GTEX 100 1e-05 0.5 25 5825 0.0 -80 0.061584233910276634 0.06022788215952681 50 GTEX 100 1e-05 0.5 25 5825 0.0 -81 0.0614045149999573 0.06013716842285127 50 GTEX 100 1e-05 0.5 25 5825 0.0 -82 0.06131707269824696 0.060045233980784395 50 GTEX 100 1e-05 0.5 25 5825 0.0 -83 0.0612702963115661 0.059945348331513514 50 GTEX 100 1e-05 0.5 25 5825 0.0 -84 0.06122621521786575 0.059860753802008955 50 GTEX 100 1e-05 0.5 25 5825 0.0 -85 0.06109761421215425 0.05978173034499353 50 GTEX 100 1e-05 0.5 25 5825 0.0 -86 0.06109539142268643 0.059702148944309454 50 GTEX 100 1e-05 0.5 25 5825 0.0 -87 0.06096512894694589 0.0596223644373988 50 GTEX 100 1e-05 0.5 25 5825 0.0 -88 0.060943037257333535 0.05955222106676818 50 GTEX 100 1e-05 0.5 25 5825 0.0 -89 0.060863443116420446 0.059475964834708225 50 GTEX 100 1e-05 0.5 25 5825 0.0 -90 0.06078303308931817 0.05940740925220935 50 GTEX 100 1e-05 0.5 25 5825 0.0 -91 0.06064203617640026 0.05933962492520138 50 GTEX 100 1e-05 0.5 25 5825 0.0 -92 0.060654019479078794 0.05926621505572768 50 GTEX 100 1e-05 0.5 25 5825 0.0 -93 0.06054322752801345 0.05921243148158258 50 GTEX 100 1e-05 0.5 25 5825 0.0 -94 0.06046988468786801 0.05914031339547254 50 GTEX 100 1e-05 0.5 25 5825 0.0 -95 0.060369994435461344 0.059055102528728004 50 GTEX 100 1e-05 0.5 25 5825 0.0 -96 0.06028954219692824 0.058981856579109745 50 GTEX 100 1e-05 0.5 25 5825 0.0 -97 0.060285370453784494 0.05889986779809905 50 GTEX 100 1e-05 0.5 25 5825 0.0 -98 0.06018583738144038 0.058847544700643864 50 GTEX 100 1e-05 0.5 25 5825 0.0 -99 0.06020404563555058 0.058786597683629156 50 GTEX 100 1e-05 0.5 25 5825 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00001lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00001lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 17e3ee217..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00001lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16379867172535867 0.16131330771591273 50 GTEX 100 1e-05 0.0 25 9195 0.0 -1 0.15482567983588083 0.1491277902581846 50 GTEX 100 1e-05 0.0 25 9195 0.0 -2 0.1421769464321004 0.1374437401758174 50 GTEX 100 1e-05 0.0 25 9195 0.0 -3 0.13199998813445105 0.1289580478952638 50 GTEX 100 1e-05 0.0 25 9195 0.0 -4 0.12476239567956036 0.12288560535574594 50 GTEX 100 1e-05 0.0 25 9195 0.0 -5 0.11951349760809354 0.11835619539532372 50 GTEX 100 1e-05 0.0 25 9195 0.0 -6 0.11553262150676724 0.11482103476336247 50 GTEX 100 1e-05 0.0 25 9195 0.0 -7 0.11237622201017736 0.11195585766219368 50 GTEX 100 1e-05 0.0 25 9195 0.0 -8 0.10977203192590118 0.10954732644750591 50 GTEX 100 1e-05 0.0 25 9195 0.0 -9 0.10754458009142098 0.10744110715819856 50 GTEX 100 1e-05 0.0 25 9195 0.0 -10 0.10557872250013496 0.10556070211949004 50 GTEX 100 1e-05 0.0 25 9195 0.0 -11 0.1037865861663222 0.10381811467696958 50 GTEX 100 1e-05 0.0 25 9195 0.0 -12 0.1021071113854587 0.10216844620133535 50 GTEX 100 1e-05 0.0 25 9195 0.0 -13 0.10049896055933438 0.10057303632393536 50 GTEX 100 1e-05 0.0 25 9195 0.0 -14 0.09892067604071489 0.09899156999565349 50 GTEX 100 1e-05 0.0 25 9195 0.0 -15 0.09734783226076572 0.09740063787469845 50 GTEX 100 1e-05 0.0 25 9195 0.0 -16 0.09575115669736316 0.0957763188238833 50 GTEX 100 1e-05 0.0 25 9195 0.0 -17 0.09409909949196145 0.09408625416429324 50 GTEX 100 1e-05 0.0 25 9195 0.0 -18 0.09237233397385708 0.09230885598029474 50 GTEX 100 1e-05 0.0 25 9195 0.0 -19 0.09053996542404329 0.09042046447160579 50 GTEX 100 1e-05 0.0 25 9195 0.0 -20 0.08858078810343763 0.08839396213114036 50 GTEX 100 1e-05 0.0 25 9195 0.0 -21 0.08648179233030116 0.08623532946628763 50 GTEX 100 1e-05 0.0 25 9195 0.0 -22 0.08425939193122726 0.08397323888914214 50 GTEX 100 1e-05 0.0 25 9195 0.0 -23 0.08196945876761401 0.08168773593898056 50 GTEX 100 1e-05 0.0 25 9195 0.0 -24 0.07970675477901482 0.0794764443693732 50 GTEX 100 1e-05 0.0 25 9195 0.0 -25 0.07757806559166587 0.07744133532642185 50 GTEX 100 1e-05 0.0 25 9195 0.0 -26 0.07566848890628661 0.07564843893617731 50 GTEX 100 1e-05 0.0 25 9195 0.0 -27 0.07401993861605906 0.07411715406003787 50 GTEX 100 1e-05 0.0 25 9195 0.0 -28 0.0726346596028745 0.07283935501831566 50 GTEX 100 1e-05 0.0 25 9195 0.0 -29 0.07149290651857405 0.07178248351036143 50 GTEX 100 1e-05 0.0 25 9195 0.0 -30 0.0705631746684937 0.07091887965940025 50 GTEX 100 1e-05 0.0 25 9195 0.0 -31 0.06979865136493268 0.07019960638064848 50 GTEX 100 1e-05 0.0 25 9195 0.0 -32 0.06916240458080103 0.0695907197425234 50 GTEX 100 1e-05 0.0 25 9195 0.0 -33 0.06861869903546748 0.06905995213033582 50 GTEX 100 1e-05 0.0 25 9195 0.0 -34 0.06814212142379178 0.06859075617994193 50 GTEX 100 1e-05 0.0 25 9195 0.0 -35 0.06771352981830381 0.06816415809548174 50 GTEX 100 1e-05 0.0 25 9195 0.0 -36 0.06731904839684244 0.06776950424784943 50 GTEX 100 1e-05 0.0 25 9195 0.0 -37 0.0669556811327565 0.06740663360676838 50 GTEX 100 1e-05 0.0 25 9195 0.0 -38 0.06661986706248556 0.06707040397556563 50 GTEX 100 1e-05 0.0 25 9195 0.0 -39 0.06630673159546997 0.06675634031739978 50 GTEX 100 1e-05 0.0 25 9195 0.0 -40 0.06601075041778263 0.06645352677389016 50 GTEX 100 1e-05 0.0 25 9195 0.0 -41 0.0657266702739461 0.06616497479605811 50 GTEX 100 1e-05 0.0 25 9195 0.0 -42 0.06545146681573759 0.06588411370837643 50 GTEX 100 1e-05 0.0 25 9195 0.0 -43 0.06518043465089922 0.06560434864926021 50 GTEX 100 1e-05 0.0 25 9195 0.0 -44 0.06491690371990254 0.06533743662072679 50 GTEX 100 1e-05 0.0 25 9195 0.0 -45 0.06466481356622929 0.06508257402241684 50 GTEX 100 1e-05 0.0 25 9195 0.0 -46 0.06442546380700111 0.0648403396624576 50 GTEX 100 1e-05 0.0 25 9195 0.0 -47 0.06419758186148807 0.06460716685868034 50 GTEX 100 1e-05 0.0 25 9195 0.0 -48 0.06397908084622606 0.06438443148260788 50 GTEX 100 1e-05 0.0 25 9195 0.0 -49 0.06376866730516559 0.06416865180427131 50 GTEX 100 1e-05 0.0 25 9195 0.0 -50 0.06356681747812774 0.06396478661707826 50 GTEX 100 1e-05 0.0 25 9195 0.0 -51 0.06337318343472503 0.06376650328163638 50 GTEX 100 1e-05 0.0 25 9195 0.0 -52 0.06318655704446487 0.06357437758901273 50 GTEX 100 1e-05 0.0 25 9195 0.0 -53 0.06300557911824158 0.06338925309790858 50 GTEX 100 1e-05 0.0 25 9195 0.0 -54 0.06283075894617009 0.0632124570102746 50 GTEX 100 1e-05 0.0 25 9195 0.0 -55 0.06266532837164066 0.06304294009739002 50 GTEX 100 1e-05 0.0 25 9195 0.0 -56 0.06250871158526367 0.06288587857221922 50 GTEX 100 1e-05 0.0 25 9195 0.0 -57 0.06235866115288912 0.06273352229408212 50 GTEX 100 1e-05 0.0 25 9195 0.0 -58 0.062213268243559466 0.0625877517059502 50 GTEX 100 1e-05 0.0 25 9195 0.0 -59 0.062072496075394466 0.06244645156532866 50 GTEX 100 1e-05 0.0 25 9195 0.0 -60 0.0619363536119927 0.06230808034567552 50 GTEX 100 1e-05 0.0 25 9195 0.0 -61 0.06180408590460348 0.062176307889955124 50 GTEX 100 1e-05 0.0 25 9195 0.0 -62 0.06167625504196338 0.062047861594380985 50 GTEX 100 1e-05 0.0 25 9195 0.0 -63 0.06155143337651066 0.061921999942043886 50 GTEX 100 1e-05 0.0 25 9195 0.0 -64 0.06143115090114382 0.06180239060872408 50 GTEX 100 1e-05 0.0 25 9195 0.0 -65 0.061314358942512096 0.06168820837179744 50 GTEX 100 1e-05 0.0 25 9195 0.0 -66 0.06120175061159342 0.06157631667847869 50 GTEX 100 1e-05 0.0 25 9195 0.0 -67 0.06109221621417591 0.061470406137038545 50 GTEX 100 1e-05 0.0 25 9195 0.0 -68 0.0609859104200472 0.06136644513349796 50 GTEX 100 1e-05 0.0 25 9195 0.0 -69 0.060883002555790905 0.06126327488302278 50 GTEX 100 1e-05 0.0 25 9195 0.0 -70 0.060782377532272794 0.06116296741190745 50 GTEX 100 1e-05 0.0 25 9195 0.0 -71 0.060685122827721386 0.06106672783739893 50 GTEX 100 1e-05 0.0 25 9195 0.0 -72 0.06059116772654896 0.060974673654869936 50 GTEX 100 1e-05 0.0 25 9195 0.0 -73 0.06049905253984085 0.06088076268425459 50 GTEX 100 1e-05 0.0 25 9195 0.0 -74 0.0604093110894589 0.060792102970664494 50 GTEX 100 1e-05 0.0 25 9195 0.0 -75 0.060321483954281996 0.06070148632525264 50 GTEX 100 1e-05 0.0 25 9195 0.0 -76 0.06023533237692521 0.06061518500371351 50 GTEX 100 1e-05 0.0 25 9195 0.0 -77 0.06014940301842733 0.06052679702384617 50 GTEX 100 1e-05 0.0 25 9195 0.0 -78 0.060058765968828656 0.06042880008967431 50 GTEX 100 1e-05 0.0 25 9195 0.0 -79 0.05995749218799225 0.060320438200983255 50 GTEX 100 1e-05 0.0 25 9195 0.0 -80 0.05985012844211199 0.06021263704638744 50 GTEX 100 1e-05 0.0 25 9195 0.0 -81 0.05974027532007924 0.06009574071592704 50 GTEX 100 1e-05 0.0 25 9195 0.0 -82 0.0596257204712665 0.05998903267198869 50 GTEX 100 1e-05 0.0 25 9195 0.0 -83 0.05953191400905893 0.05990478305054028 50 GTEX 100 1e-05 0.0 25 9195 0.0 -84 0.05945508854899107 0.05983119919017921 50 GTEX 100 1e-05 0.0 25 9195 0.0 -85 0.05938495082749829 0.059761760211036234 50 GTEX 100 1e-05 0.0 25 9195 0.0 -86 0.05931595359849517 0.05969164264122796 50 GTEX 100 1e-05 0.0 25 9195 0.0 -87 0.05924551083801842 0.05962007923384583 50 GTEX 100 1e-05 0.0 25 9195 0.0 -88 0.05916724636563658 0.05953418954272007 50 GTEX 100 1e-05 0.0 25 9195 0.0 -89 0.059082124247286025 0.0594509274206574 50 GTEX 100 1e-05 0.0 25 9195 0.0 -90 0.05899946165790625 0.059365448524233505 50 GTEX 100 1e-05 0.0 25 9195 0.0 -91 0.05891734317773006 0.0592859281800659 50 GTEX 100 1e-05 0.0 25 9195 0.0 -92 0.058840782423797346 0.05920822262594002 50 GTEX 100 1e-05 0.0 25 9195 0.0 -93 0.05876268540335215 0.059126142256613466 50 GTEX 100 1e-05 0.0 25 9195 0.0 -94 0.05868630887519675 0.05905392475624501 50 GTEX 100 1e-05 0.0 25 9195 0.0 -95 0.05861334702753777 0.058976880264089586 50 GTEX 100 1e-05 0.0 25 9195 0.0 -96 0.05853598781998009 0.058900892961161216 50 GTEX 100 1e-05 0.0 25 9195 0.0 -97 0.05846794542730692 0.0588401902339531 50 GTEX 100 1e-05 0.0 25 9195 0.0 -98 0.058412484620823026 0.058783951693501306 50 GTEX 100 1e-05 0.0 25 9195 0.0 -99 0.058361075469108244 0.05873508135232182 50 GTEX 100 1e-05 0.0 25 9195 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00005lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00005lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index fbe19f90e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00005lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.15909289421728726 0.14857304050895198 100 GTEX 100 5e-05 0.1 25 4345 0.0 -1 0.13293237361344337 0.12501201180904084 100 GTEX 100 5e-05 0.1 25 4345 0.0 -2 0.11665043731189471 0.11465261933241506 100 GTEX 100 5e-05 0.1 25 4345 0.0 -3 0.10881237115022738 0.10870612914118023 100 GTEX 100 5e-05 0.1 25 4345 0.0 -4 0.10373427533852811 0.10427665537641076 100 GTEX 100 5e-05 0.1 25 4345 0.0 -5 0.09956387132311795 0.10020053788962927 100 GTEX 100 5e-05 0.1 25 4345 0.0 -6 0.09557193010381224 0.0960349866362579 100 GTEX 100 5e-05 0.1 25 4345 0.0 -7 0.09129999529913083 0.09152979964652443 100 GTEX 100 5e-05 0.1 25 4345 0.0 -8 0.08650581512076432 0.08628380125806359 100 GTEX 100 5e-05 0.1 25 4345 0.0 -9 0.0810624223697887 0.08052654085617102 100 GTEX 100 5e-05 0.1 25 4345 0.0 -10 0.07572626037060981 0.07558054607290732 100 GTEX 100 5e-05 0.1 25 4345 0.0 -11 0.07177117147559763 0.07223583868361244 100 GTEX 100 5e-05 0.1 25 4345 0.0 -12 0.06932314753522965 0.0701670591142241 100 GTEX 100 5e-05 0.1 25 4345 0.0 -13 0.06776477489669636 0.06884754375473175 100 GTEX 100 5e-05 0.1 25 4345 0.0 -14 0.06683354336916739 0.06791914900332803 100 GTEX 100 5e-05 0.1 25 4345 0.0 -15 0.06606601305668768 0.06720669151145696 100 GTEX 100 5e-05 0.1 25 4345 0.0 -16 0.06551304675368733 0.06663409434967169 100 GTEX 100 5e-05 0.1 25 4345 0.0 -17 0.06499781792001033 0.06613345811065612 100 GTEX 100 5e-05 0.1 25 4345 0.0 -18 0.0646109873208776 0.06568180613871309 100 GTEX 100 5e-05 0.1 25 4345 0.0 -19 0.06423768727989299 0.06524667214644726 100 GTEX 100 5e-05 0.1 25 4345 0.0 -20 0.06381659444806768 0.06481946952386047 100 GTEX 100 5e-05 0.1 25 4345 0.0 -21 0.06348279277906506 0.06444133483864962 100 GTEX 100 5e-05 0.1 25 4345 0.0 -22 0.06315083320571237 0.06408764283126751 100 GTEX 100 5e-05 0.1 25 4345 0.0 -23 0.06281244347752041 0.06375588017724766 100 GTEX 100 5e-05 0.1 25 4345 0.0 -24 0.06253751896749117 0.06341722555203583 100 GTEX 100 5e-05 0.1 25 4345 0.0 -25 0.06217574223355002 0.06305037253313192 100 GTEX 100 5e-05 0.1 25 4345 0.0 -26 0.061814058278107376 0.06270563161928391 100 GTEX 100 5e-05 0.1 25 4345 0.0 -27 0.061559453122597176 0.06242636054357648 100 GTEX 100 5e-05 0.1 25 4345 0.0 -28 0.06124786258269555 0.06207640493154073 100 GTEX 100 5e-05 0.1 25 4345 0.0 -29 0.060966164790533836 0.06184102654343775 100 GTEX 100 5e-05 0.1 25 4345 0.0 -30 0.060735551745259825 0.061611912521345985 100 GTEX 100 5e-05 0.1 25 4345 0.0 -31 0.060526002027677536 0.06140293992574224 100 GTEX 100 5e-05 0.1 25 4345 0.0 -32 0.06031775414893327 0.0611538133892043 100 GTEX 100 5e-05 0.1 25 4345 0.0 -33 0.06004549881353466 0.06092216248691309 100 GTEX 100 5e-05 0.1 25 4345 0.0 -34 0.05984249147029226 0.06073817514421369 100 GTEX 100 5e-05 0.1 25 4345 0.0 -35 0.05972076898114702 0.06054274123091208 100 GTEX 100 5e-05 0.1 25 4345 0.0 -36 0.059445145040092566 0.060253125562300704 100 GTEX 100 5e-05 0.1 25 4345 0.0 -37 0.05925184284147295 0.06009119336879299 100 GTEX 100 5e-05 0.1 25 4345 0.0 -38 0.059078671886542665 0.05991463639380361 100 GTEX 100 5e-05 0.1 25 4345 0.0 -39 0.05891199692772109 0.05973601329915877 100 GTEX 100 5e-05 0.1 25 4345 0.0 -40 0.05874907624067368 0.05959558188065377 100 GTEX 100 5e-05 0.1 25 4345 0.0 -41 0.05858698182868091 0.05945419117865 100 GTEX 100 5e-05 0.1 25 4345 0.0 -42 0.05844759951056693 0.05929220792175246 100 GTEX 100 5e-05 0.1 25 4345 0.0 -43 0.05831236209792384 0.059138701669163574 100 GTEX 100 5e-05 0.1 25 4345 0.0 -44 0.05813784207910649 0.058961395216758715 100 GTEX 100 5e-05 0.1 25 4345 0.0 -45 0.057924536285540035 0.058751679744443966 100 GTEX 100 5e-05 0.1 25 4345 0.0 -46 0.057792646094040695 0.05861930398999965 100 GTEX 100 5e-05 0.1 25 4345 0.0 -47 0.057641639952153656 0.05841105422819522 100 GTEX 100 5e-05 0.1 25 4345 0.0 -48 0.057434890966213556 0.058248906406952856 100 GTEX 100 5e-05 0.1 25 4345 0.0 -49 0.05727965646519119 0.05813747977292583 100 GTEX 100 5e-05 0.1 25 4345 0.0 -50 0.05717013808176059 0.05804594369612266 100 GTEX 100 5e-05 0.1 25 4345 0.0 -51 0.05711217551952848 0.057930964523281885 100 GTEX 100 5e-05 0.1 25 4345 0.0 -52 0.05694567526647278 0.05772546429484516 100 GTEX 100 5e-05 0.1 25 4345 0.0 -53 0.056735954618783266 0.05749525454164458 100 GTEX 100 5e-05 0.1 25 4345 0.0 -54 0.056473673397351105 0.05719642934633752 100 GTEX 100 5e-05 0.1 25 4345 0.0 -55 0.05617407393259383 0.056948252461369045 100 GTEX 100 5e-05 0.1 25 4345 0.0 -56 0.05592993960127642 0.056686797933546765 100 GTEX 100 5e-05 0.1 25 4345 0.0 -57 0.055701814363653034 0.05645545183932373 100 GTEX 100 5e-05 0.1 25 4345 0.0 -58 0.055509210544619346 0.056343038810749924 100 GTEX 100 5e-05 0.1 25 4345 0.0 -59 0.055412774796365395 0.05622173256520536 100 GTEX 100 5e-05 0.1 25 4345 0.0 -60 0.05529322935435718 0.0561038290678095 100 GTEX 100 5e-05 0.1 25 4345 0.0 -61 0.05519153607246414 0.055978759797467026 100 GTEX 100 5e-05 0.1 25 4345 0.0 -62 0.0549798473260106 0.05579415397159047 100 GTEX 100 5e-05 0.1 25 4345 0.0 -63 0.054824364517292154 0.05559767184941941 100 GTEX 100 5e-05 0.1 25 4345 0.0 -64 0.054621057356846955 0.055411524900692045 100 GTEX 100 5e-05 0.1 25 4345 0.0 -65 0.05447270668428413 0.05522110198443833 100 GTEX 100 5e-05 0.1 25 4345 0.0 -66 0.05426322366974227 0.05502836071946322 100 GTEX 100 5e-05 0.1 25 4345 0.0 -67 0.05399350931995255 0.05475679303416735 100 GTEX 100 5e-05 0.1 25 4345 0.0 -68 0.05382617279451198 0.05463152849062314 100 GTEX 100 5e-05 0.1 25 4345 0.0 -69 0.05365983817737785 0.054376199912322336 100 GTEX 100 5e-05 0.1 25 4345 0.0 -70 0.053389325528216236 0.05407749634845175 100 GTEX 100 5e-05 0.1 25 4345 0.0 -71 0.053146164747824874 0.05389067274252725 100 GTEX 100 5e-05 0.1 25 4345 0.0 -72 0.05297886546505622 0.053650938286074215 100 GTEX 100 5e-05 0.1 25 4345 0.0 -73 0.05275565313571381 0.0534953152470489 100 GTEX 100 5e-05 0.1 25 4345 0.0 -74 0.05258465340919576 0.053304860488770124 100 GTEX 100 5e-05 0.1 25 4345 0.0 -75 0.05245318791653056 0.0531956385466989 100 GTEX 100 5e-05 0.1 25 4345 0.0 -76 0.05235235682153785 0.05304754820046769 100 GTEX 100 5e-05 0.1 25 4345 0.0 -77 0.05215557093857094 0.05289214234728323 100 GTEX 100 5e-05 0.1 25 4345 0.0 -78 0.05204263276855256 0.05279276835884431 100 GTEX 100 5e-05 0.1 25 4345 0.0 -79 0.05193592395680286 0.052640021258094014 100 GTEX 100 5e-05 0.1 25 4345 0.0 -80 0.05184263683044131 0.05252680274526882 100 GTEX 100 5e-05 0.1 25 4345 0.0 -81 0.051685063247303785 0.052281350959729786 100 GTEX 100 5e-05 0.1 25 4345 0.0 -82 0.051363463025117885 0.0520439276563804 100 GTEX 100 5e-05 0.1 25 4345 0.0 -83 0.05126751995604834 0.05194418001990808 100 GTEX 100 5e-05 0.1 25 4345 0.0 -84 0.051125896742619165 0.05176026777792793 100 GTEX 100 5e-05 0.1 25 4345 0.0 -85 0.050963329154224045 0.051640062263596645 100 GTEX 100 5e-05 0.1 25 4345 0.0 -86 0.0507830686566601 0.05147355081010681 100 GTEX 100 5e-05 0.1 25 4345 0.0 -87 0.0507066528089254 0.05136475733307831 100 GTEX 100 5e-05 0.1 25 4345 0.0 -88 0.05057058375463751 0.051260038884533676 100 GTEX 100 5e-05 0.1 25 4345 0.0 -89 0.05046609458512082 0.05109978681111517 100 GTEX 100 5e-05 0.1 25 4345 0.0 -90 0.05030105233364011 0.0509544589871916 100 GTEX 100 5e-05 0.1 25 4345 0.0 -91 0.05020306421989018 0.050814468781871035 100 GTEX 100 5e-05 0.1 25 4345 0.0 -92 0.05002032403342384 0.050655369792034416 100 GTEX 100 5e-05 0.1 25 4345 0.0 -93 0.04992642286140639 0.050586164040143954 100 GTEX 100 5e-05 0.1 25 4345 0.0 -94 0.04982080987014299 0.05043618339946061 100 GTEX 100 5e-05 0.1 25 4345 0.0 -95 0.04966618959421377 0.05021694374798369 100 GTEX 100 5e-05 0.1 25 4345 0.0 -96 0.04940753001918432 0.05000447504534014 100 GTEX 100 5e-05 0.1 25 4345 0.0 -97 0.049259087522367094 0.04983275882304848 100 GTEX 100 5e-05 0.1 25 4345 0.0 -98 0.04912660659985481 0.04972370113370083 100 GTEX 100 5e-05 0.1 25 4345 0.0 -99 0.04897786377979028 0.049537723324484695 100 GTEX 100 5e-05 0.1 25 4345 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00005lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00005lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 412bc9abe..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00005lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16055481005674482 0.14716111446514782 100 GTEX 100 5e-05 0.5 25 1157 0.0 -1 0.13620050408727608 0.12199450864991308 100 GTEX 100 5e-05 0.5 25 1157 0.0 -2 0.11992109454463877 0.11126826760206839 100 GTEX 100 5e-05 0.5 25 1157 0.0 -3 0.11179408889090334 0.10535044512028023 100 GTEX 100 5e-05 0.5 25 1157 0.0 -4 0.10664572753976262 0.10109130358288043 100 GTEX 100 5e-05 0.5 25 1157 0.0 -5 0.1025793346392135 0.09742597144932802 100 GTEX 100 5e-05 0.5 25 1157 0.0 -6 0.09893943386073095 0.0938443433592528 100 GTEX 100 5e-05 0.5 25 1157 0.0 -7 0.09502958585282395 0.08997707015094648 100 GTEX 100 5e-05 0.5 25 1157 0.0 -8 0.09094089884840222 0.08554095947697135 100 GTEX 100 5e-05 0.5 25 1157 0.0 -9 0.08623560104376288 0.08051294006208956 100 GTEX 100 5e-05 0.5 25 1157 0.0 -10 0.0812100708528722 0.07566709255537606 100 GTEX 100 5e-05 0.5 25 1157 0.0 -11 0.0768708467123072 0.07191003504928074 100 GTEX 100 5e-05 0.5 25 1157 0.0 -12 0.07368824523077276 0.0695037617146289 100 GTEX 100 5e-05 0.5 25 1157 0.0 -13 0.07149144548388008 0.06806911440289973 100 GTEX 100 5e-05 0.5 25 1157 0.0 -14 0.07008633530274029 0.06718493949891043 100 GTEX 100 5e-05 0.5 25 1157 0.0 -15 0.06896711826588897 0.06653197905749876 100 GTEX 100 5e-05 0.5 25 1157 0.0 -16 0.06829315655738559 0.06601558501049593 100 GTEX 100 5e-05 0.5 25 1157 0.0 -17 0.06781065942440388 0.0656470159500724 100 GTEX 100 5e-05 0.5 25 1157 0.0 -18 0.06732360244873925 0.0652833093991751 100 GTEX 100 5e-05 0.5 25 1157 0.0 -19 0.06684270041919099 0.06487690850015829 100 GTEX 100 5e-05 0.5 25 1157 0.0 -20 0.06654728224237957 0.06445898468333505 100 GTEX 100 5e-05 0.5 25 1157 0.0 -21 0.06595906144470604 0.06405510971528042 100 GTEX 100 5e-05 0.5 25 1157 0.0 -22 0.0655731610978205 0.06361532537089555 100 GTEX 100 5e-05 0.5 25 1157 0.0 -23 0.06518578079702346 0.06324292331254075 100 GTEX 100 5e-05 0.5 25 1157 0.0 -24 0.06494743019591116 0.06291802176504534 100 GTEX 100 5e-05 0.5 25 1157 0.0 -25 0.06459326718879675 0.0625765973652497 100 GTEX 100 5e-05 0.5 25 1157 0.0 -26 0.0641704906493164 0.0622071839670718 100 GTEX 100 5e-05 0.5 25 1157 0.0 -27 0.0638976926315551 0.06198740878032641 100 GTEX 100 5e-05 0.5 25 1157 0.0 -28 0.06362295279235476 0.06177735191277678 100 GTEX 100 5e-05 0.5 25 1157 0.0 -29 0.0634246073120988 0.061567935256903614 100 GTEX 100 5e-05 0.5 25 1157 0.0 -30 0.0632558947257297 0.061383450849994504 100 GTEX 100 5e-05 0.5 25 1157 0.0 -31 0.06304310922343388 0.06119276540700927 100 GTEX 100 5e-05 0.5 25 1157 0.0 -32 0.06286408709625993 0.060994748167778605 100 GTEX 100 5e-05 0.5 25 1157 0.0 -33 0.06259750990995676 0.06078742614490451 100 GTEX 100 5e-05 0.5 25 1157 0.0 -34 0.0623918004059308 0.06061692663358645 100 GTEX 100 5e-05 0.5 25 1157 0.0 -35 0.06219361987926268 0.06042743053556395 100 GTEX 100 5e-05 0.5 25 1157 0.0 -36 0.062040930138327344 0.060291285863847334 100 GTEX 100 5e-05 0.5 25 1157 0.0 -37 0.06187379956394953 0.06015118164764611 100 GTEX 100 5e-05 0.5 25 1157 0.0 -38 0.061850130319551264 0.06003296491424394 100 GTEX 100 5e-05 0.5 25 1157 0.0 -39 0.06166341060618482 0.05991895226301349 100 GTEX 100 5e-05 0.5 25 1157 0.0 -40 0.06165637562152349 0.05976087730307089 100 GTEX 100 5e-05 0.5 25 1157 0.0 -41 0.06143474924038012 0.05963911623215947 100 GTEX 100 5e-05 0.5 25 1157 0.0 -42 0.06119280180517945 0.05951034337168864 100 GTEX 100 5e-05 0.5 25 1157 0.0 -43 0.061218857326442215 0.05934920575568885 100 GTEX 100 5e-05 0.5 25 1157 0.0 -44 0.06101644388033569 0.05926279420521776 100 GTEX 100 5e-05 0.5 25 1157 0.0 -45 0.060945756295448975 0.059147797015003375 100 GTEX 100 5e-05 0.5 25 1157 0.0 -46 0.06075805225587135 0.05900428327997374 100 GTEX 100 5e-05 0.5 25 1157 0.0 -47 0.06064314133352572 0.05891797032929645 100 GTEX 100 5e-05 0.5 25 1157 0.0 -48 0.06059901329573727 0.05882595177782352 100 GTEX 100 5e-05 0.5 25 1157 0.0 -49 0.06055466629689896 0.058755413590161974 100 GTEX 100 5e-05 0.5 25 1157 0.0 -50 0.06041048900720574 0.05861367517551089 100 GTEX 100 5e-05 0.5 25 1157 0.0 -51 0.06028495143988423 0.05839548691993884 100 GTEX 100 5e-05 0.5 25 1157 0.0 -52 0.06011252911523137 0.05827900649760159 100 GTEX 100 5e-05 0.5 25 1157 0.0 -53 0.05994525625302269 0.05819942854599808 100 GTEX 100 5e-05 0.5 25 1157 0.0 -54 0.05991575318001336 0.05813270052292954 100 GTEX 100 5e-05 0.5 25 1157 0.0 -55 0.05980172656138872 0.05801586313845993 100 GTEX 100 5e-05 0.5 25 1157 0.0 -56 0.05965342787171639 0.057862829317838066 100 GTEX 100 5e-05 0.5 25 1157 0.0 -57 0.0595930055196212 0.057677445487037814 100 GTEX 100 5e-05 0.5 25 1157 0.0 -58 0.059469263892834474 0.057606907001919616 100 GTEX 100 5e-05 0.5 25 1157 0.0 -59 0.059344999258034305 0.05753538933203701 100 GTEX 100 5e-05 0.5 25 1157 0.0 -60 0.05921621828936052 0.057463993591047514 100 GTEX 100 5e-05 0.5 25 1157 0.0 -61 0.059252696143081755 0.05742341661011312 100 GTEX 100 5e-05 0.5 25 1157 0.0 -62 0.0591164685874702 0.05734170153170484 100 GTEX 100 5e-05 0.5 25 1157 0.0 -63 0.05910124615333747 0.05726561319975345 100 GTEX 100 5e-05 0.5 25 1157 0.0 -64 0.05907370280496067 0.0571494084772275 100 GTEX 100 5e-05 0.5 25 1157 0.0 -65 0.05894515387697382 0.057065048796822365 100 GTEX 100 5e-05 0.5 25 1157 0.0 -66 0.05882034200619742 0.05698639205426771 100 GTEX 100 5e-05 0.5 25 1157 0.0 -67 0.058737652994290165 0.05682999501890103 100 GTEX 100 5e-05 0.5 25 1157 0.0 -68 0.05855305260081748 0.05671248140217233 100 GTEX 100 5e-05 0.5 25 1157 0.0 -69 0.05845195524574737 0.056593316716952925 100 GTEX 100 5e-05 0.5 25 1157 0.0 -70 0.058325234591627216 0.056434751916747586 100 GTEX 100 5e-05 0.5 25 1157 0.0 -71 0.05814551986109383 0.05624735808644458 100 GTEX 100 5e-05 0.5 25 1157 0.0 -72 0.05800339404316101 0.056099389839081706 100 GTEX 100 5e-05 0.5 25 1157 0.0 -73 0.057775986903938606 0.0559267226054188 100 GTEX 100 5e-05 0.5 25 1157 0.0 -74 0.057557950887305316 0.055717907010262455 100 GTEX 100 5e-05 0.5 25 1157 0.0 -75 0.057424222512360144 0.05545085101979767 100 GTEX 100 5e-05 0.5 25 1157 0.0 -76 0.057200766748065894 0.05529878496727109 100 GTEX 100 5e-05 0.5 25 1157 0.0 -77 0.057063130472373644 0.05519988325498856 100 GTEX 100 5e-05 0.5 25 1157 0.0 -78 0.05697260800171795 0.05511855426113415 100 GTEX 100 5e-05 0.5 25 1157 0.0 -79 0.05681774383594774 0.054892229404966186 100 GTEX 100 5e-05 0.5 25 1157 0.0 -80 0.05662942475790684 0.054734750434812934 100 GTEX 100 5e-05 0.5 25 1157 0.0 -81 0.056413645613192884 0.054453250417351266 100 GTEX 100 5e-05 0.5 25 1157 0.0 -82 0.05614268971233065 0.054298728322008265 100 GTEX 100 5e-05 0.5 25 1157 0.0 -83 0.056101917070311556 0.0541635444352382 100 GTEX 100 5e-05 0.5 25 1157 0.0 -84 0.05585376222760471 0.0539454917774001 100 GTEX 100 5e-05 0.5 25 1157 0.0 -85 0.055632525977655084 0.05373634342741604 100 GTEX 100 5e-05 0.5 25 1157 0.0 -86 0.055361319690221865 0.05352727393177072 100 GTEX 100 5e-05 0.5 25 1157 0.0 -87 0.05529383992656453 0.05346073863227558 100 GTEX 100 5e-05 0.5 25 1157 0.0 -88 0.05514941138459433 0.05336720016236088 100 GTEX 100 5e-05 0.5 25 1157 0.0 -89 0.05507508993858683 0.05326812652014054 100 GTEX 100 5e-05 0.5 25 1157 0.0 -90 0.05501681554787474 0.05317397298071774 100 GTEX 100 5e-05 0.5 25 1157 0.0 -91 0.054866808255597456 0.052922090720881075 100 GTEX 100 5e-05 0.5 25 1157 0.0 -92 0.054622464269176135 0.05278041457381992 100 GTEX 100 5e-05 0.5 25 1157 0.0 -93 0.054501408952489706 0.0526612745208432 100 GTEX 100 5e-05 0.5 25 1157 0.0 -94 0.05439573424937444 0.052542334330399225 100 GTEX 100 5e-05 0.5 25 1157 0.0 -95 0.054311400399224316 0.0524470872128871 100 GTEX 100 5e-05 0.5 25 1157 0.0 -96 0.054130072229211 0.05222163530696934 100 GTEX 100 5e-05 0.5 25 1157 0.0 -97 0.053848988005779884 0.0520397514784744 100 GTEX 100 5e-05 0.5 25 1157 0.0 -98 0.05370000868742955 0.051920975158309755 100 GTEX 100 5e-05 0.5 25 1157 0.0 -99 0.05364273739222162 0.05184244972161467 100 GTEX 100 5e-05 0.5 25 1157 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00005lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00005lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index b314e505a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00005lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.15979578976484088 0.1467202274631638 100 GTEX 100 5e-05 0.0 25 369 0.0 -1 0.13374716688423258 0.12256104873047129 100 GTEX 100 5e-05 0.0 25 369 0.0 -2 0.11722128194923749 0.11200591145586151 100 GTEX 100 5e-05 0.0 25 369 0.0 -3 0.10927959517851744 0.10602868665647144 100 GTEX 100 5e-05 0.0 25 369 0.0 -4 0.10413427160073198 0.1015896925511469 100 GTEX 100 5e-05 0.0 25 369 0.0 -5 0.09993086971780926 0.0976446023912031 100 GTEX 100 5e-05 0.0 25 369 0.0 -6 0.09595036904405387 0.09365978573551649 100 GTEX 100 5e-05 0.0 25 369 0.0 -7 0.09174251624865959 0.0892470369094225 100 GTEX 100 5e-05 0.0 25 369 0.0 -8 0.0869815351680162 0.08412217023028166 100 GTEX 100 5e-05 0.0 25 369 0.0 -9 0.08153777422834578 0.07851149592222822 100 GTEX 100 5e-05 0.0 25 369 0.0 -10 0.07622022283902652 0.0737647657272027 100 GTEX 100 5e-05 0.0 25 369 0.0 -11 0.07220495922948007 0.07059542759686369 100 GTEX 100 5e-05 0.0 25 369 0.0 -12 0.06972617403285059 0.06871692285281623 100 GTEX 100 5e-05 0.0 25 369 0.0 -13 0.06823176439264023 0.06754205453815115 100 GTEX 100 5e-05 0.0 25 369 0.0 -14 0.0672629960782427 0.0667064334956412 100 GTEX 100 5e-05 0.0 25 369 0.0 -15 0.06650908414663628 0.06600006131504878 100 GTEX 100 5e-05 0.0 25 369 0.0 -16 0.06587718286149867 0.06543674719424303 100 GTEX 100 5e-05 0.0 25 369 0.0 -17 0.06536980526187522 0.0649544296524144 100 GTEX 100 5e-05 0.0 25 369 0.0 -18 0.06490911225497792 0.06450417557086781 100 GTEX 100 5e-05 0.0 25 369 0.0 -19 0.06447173462610278 0.06406848636870148 100 GTEX 100 5e-05 0.0 25 369 0.0 -20 0.06402616539866353 0.06357439495481465 100 GTEX 100 5e-05 0.0 25 369 0.0 -21 0.0635474964589104 0.06313356955468429 100 GTEX 100 5e-05 0.0 25 369 0.0 -22 0.06314558397458728 0.06276103958997437 100 GTEX 100 5e-05 0.0 25 369 0.0 -23 0.06280520222699414 0.062429156395192385 100 GTEX 100 5e-05 0.0 25 369 0.0 -24 0.06248646526678797 0.062102921108782516 100 GTEX 100 5e-05 0.0 25 369 0.0 -25 0.06215363518631331 0.06175510391253029 100 GTEX 100 5e-05 0.0 25 369 0.0 -26 0.06182079802397011 0.061425554364239764 100 GTEX 100 5e-05 0.0 25 369 0.0 -27 0.061524452503290125 0.061131816074082156 100 GTEX 100 5e-05 0.0 25 369 0.0 -28 0.06123234867322429 0.06080937541369703 100 GTEX 100 5e-05 0.0 25 369 0.0 -29 0.060935431616987785 0.06053369107015233 100 GTEX 100 5e-05 0.0 25 369 0.0 -30 0.060648159070539165 0.06023835508372394 100 GTEX 100 5e-05 0.0 25 369 0.0 -31 0.06039632190173539 0.05997777038993944 100 GTEX 100 5e-05 0.0 25 369 0.0 -32 0.06014164244110561 0.05973674339939886 100 GTEX 100 5e-05 0.0 25 369 0.0 -33 0.059929442701850834 0.05952399660312631 100 GTEX 100 5e-05 0.0 25 369 0.0 -34 0.05972113058968924 0.0592899078878613 100 GTEX 100 5e-05 0.0 25 369 0.0 -35 0.0594858581805646 0.05903722851505298 100 GTEX 100 5e-05 0.0 25 369 0.0 -36 0.059262014379691606 0.05884613939507832 100 GTEX 100 5e-05 0.0 25 369 0.0 -37 0.059083222797107225 0.05863794473357527 100 GTEX 100 5e-05 0.0 25 369 0.0 -38 0.05885072256431253 0.05841221413911522 100 GTEX 100 5e-05 0.0 25 369 0.0 -39 0.058671297199943066 0.05825944739206209 100 GTEX 100 5e-05 0.0 25 369 0.0 -40 0.05852454800398382 0.05809775047259186 100 GTEX 100 5e-05 0.0 25 369 0.0 -41 0.0583302712797319 0.05786790838996267 100 GTEX 100 5e-05 0.0 25 369 0.0 -42 0.05815266441029292 0.057727763039757546 100 GTEX 100 5e-05 0.0 25 369 0.0 -43 0.058025623149434 0.05760105034980937 100 GTEX 100 5e-05 0.0 25 369 0.0 -44 0.05790480711624566 0.057479206005203405 100 GTEX 100 5e-05 0.0 25 369 0.0 -45 0.05778854262716128 0.05736330050989249 100 GTEX 100 5e-05 0.0 25 369 0.0 -46 0.05767763562101465 0.057251741762623584 100 GTEX 100 5e-05 0.0 25 369 0.0 -47 0.057571400114736195 0.0571440043558186 100 GTEX 100 5e-05 0.0 25 369 0.0 -48 0.05747025101799276 0.057037063580388805 100 GTEX 100 5e-05 0.0 25 369 0.0 -49 0.05737257904275816 0.056939639915984844 100 GTEX 100 5e-05 0.0 25 369 0.0 -50 0.05727596596132063 0.056843311345282616 100 GTEX 100 5e-05 0.0 25 369 0.0 -51 0.05718301473124624 0.05675837568967061 100 GTEX 100 5e-05 0.0 25 369 0.0 -52 0.0570949040037709 0.056655733757599226 100 GTEX 100 5e-05 0.0 25 369 0.0 -53 0.056978598159911124 0.05652036744492136 100 GTEX 100 5e-05 0.0 25 369 0.0 -54 0.05686049192775526 0.056399953781765225 100 GTEX 100 5e-05 0.0 25 369 0.0 -55 0.05675327895323112 0.05631574220643751 100 GTEX 100 5e-05 0.0 25 369 0.0 -56 0.05667060048286837 0.05621770494564404 100 GTEX 100 5e-05 0.0 25 369 0.0 -57 0.05655251601692224 0.056095743813895454 100 GTEX 100 5e-05 0.0 25 369 0.0 -58 0.05646381905223508 0.05602258178954342 100 GTEX 100 5e-05 0.0 25 369 0.0 -59 0.05639105421092841 0.055945017463580736 100 GTEX 100 5e-05 0.0 25 369 0.0 -60 0.05631911987246965 0.05587596412280667 100 GTEX 100 5e-05 0.0 25 369 0.0 -61 0.056251814979062335 0.055810722193110576 100 GTEX 100 5e-05 0.0 25 369 0.0 -62 0.05618752494692059 0.05574250542788904 100 GTEX 100 5e-05 0.0 25 369 0.0 -63 0.056127620985084364 0.0556838390321786 100 GTEX 100 5e-05 0.0 25 369 0.0 -64 0.056065740092708954 0.05562974647140775 100 GTEX 100 5e-05 0.0 25 369 0.0 -65 0.05600962963526209 0.05556639203157262 100 GTEX 100 5e-05 0.0 25 369 0.0 -66 0.05595244784224898 0.055521564182786434 100 GTEX 100 5e-05 0.0 25 369 0.0 -67 0.05588616487738624 0.055415756504685255 100 GTEX 100 5e-05 0.0 25 369 0.0 -68 0.055787343458261994 0.05531227374768076 100 GTEX 100 5e-05 0.0 25 369 0.0 -69 0.05569665882159176 0.055256964376784096 100 GTEX 100 5e-05 0.0 25 369 0.0 -70 0.0556422682815272 0.05520112804020312 100 GTEX 100 5e-05 0.0 25 369 0.0 -71 0.05559101056500764 0.05515092373347554 100 GTEX 100 5e-05 0.0 25 369 0.0 -72 0.05554176757889904 0.055104916950709015 100 GTEX 100 5e-05 0.0 25 369 0.0 -73 0.05549392629750455 0.05505937874713778 100 GTEX 100 5e-05 0.0 25 369 0.0 -74 0.05544875858105059 0.055013346694721466 100 GTEX 100 5e-05 0.0 25 369 0.0 -75 0.05540509350905577 0.054970869050846353 100 GTEX 100 5e-05 0.0 25 369 0.0 -76 0.055361392441005686 0.05492439717337659 100 GTEX 100 5e-05 0.0 25 369 0.0 -77 0.055279641098478494 0.05483592611811913 100 GTEX 100 5e-05 0.0 25 369 0.0 -78 0.05518979297619731 0.05473909066713808 100 GTEX 100 5e-05 0.0 25 369 0.0 -79 0.055089651591925505 0.05465177168977578 100 GTEX 100 5e-05 0.0 25 369 0.0 -80 0.05503816335600055 0.05461371246682827 100 GTEX 100 5e-05 0.0 25 369 0.0 -81 0.0549974704297635 0.054572257323070174 100 GTEX 100 5e-05 0.0 25 369 0.0 -82 0.054941781395240585 0.05448082850063255 100 GTEX 100 5e-05 0.0 25 369 0.0 -83 0.054856041242297 0.05443268158816566 100 GTEX 100 5e-05 0.0 25 369 0.0 -84 0.0547937083231102 0.05434706947366094 100 GTEX 100 5e-05 0.0 25 369 0.0 -85 0.0546977004964777 0.05422964482479676 100 GTEX 100 5e-05 0.0 25 369 0.0 -86 0.05454917818038721 0.054077731169221974 100 GTEX 100 5e-05 0.0 25 369 0.0 -87 0.054426972675697474 0.05400310936932781 100 GTEX 100 5e-05 0.0 25 369 0.0 -88 0.054367662233628 0.05391711187849933 100 GTEX 100 5e-05 0.0 25 369 0.0 -89 0.05427909267410515 0.05380640851737428 100 GTEX 100 5e-05 0.0 25 369 0.0 -90 0.05416860673240149 0.05375128672830052 100 GTEX 100 5e-05 0.0 25 369 0.0 -91 0.05412601853019523 0.053715106368971414 100 GTEX 100 5e-05 0.0 25 369 0.0 -92 0.054088579337511516 0.05367638976684994 100 GTEX 100 5e-05 0.0 25 369 0.0 -93 0.054026865425262985 0.05359388655582761 100 GTEX 100 5e-05 0.0 25 369 0.0 -94 0.05391039650128184 0.05345575570946864 100 GTEX 100 5e-05 0.0 25 369 0.0 -95 0.053800523959889615 0.053382758631905676 100 GTEX 100 5e-05 0.0 25 369 0.0 -96 0.05371525462784107 0.053278130865142374 100 GTEX 100 5e-05 0.0 25 369 0.0 -97 0.05364825522673285 0.05324438510342243 100 GTEX 100 5e-05 0.0 25 369 0.0 -98 0.05361345915604484 0.05320857027580983 100 GTEX 100 5e-05 0.0 25 369 0.0 -99 0.05353301833302579 0.053086653309289945 100 GTEX 100 5e-05 0.0 25 369 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00005lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00005lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 4861e6ed1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00005lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.14831864227207986 0.12376420680051067 50 GTEX 100 5e-05 0.1 25 7949 0.0 -1 0.11403863505276654 0.10566311842361784 50 GTEX 100 5e-05 0.1 25 7949 0.0 -2 0.10249959524306548 0.09734056057132243 50 GTEX 100 5e-05 0.1 25 7949 0.0 -3 0.09482087103941757 0.08950801003908476 50 GTEX 100 5e-05 0.1 25 7949 0.0 -4 0.0861330636107734 0.07943182438611984 50 GTEX 100 5e-05 0.1 25 7949 0.0 -5 0.07606897217218508 0.07013785709474703 50 GTEX 100 5e-05 0.1 25 7949 0.0 -6 0.06955090661974786 0.06587019304925498 50 GTEX 100 5e-05 0.1 25 7949 0.0 -7 0.06666977748824134 0.06383188836588152 50 GTEX 100 5e-05 0.1 25 7949 0.0 -8 0.06507054787021738 0.06256279354284698 50 GTEX 100 5e-05 0.1 25 7949 0.0 -9 0.06395800592515705 0.061662953764823454 50 GTEX 100 5e-05 0.1 25 7949 0.0 -10 0.06317535471208524 0.06097233775620678 50 GTEX 100 5e-05 0.1 25 7949 0.0 -11 0.06250442069972582 0.0603136218404362 50 GTEX 100 5e-05 0.1 25 7949 0.0 -12 0.06180127068340394 0.05970862941256947 50 GTEX 100 5e-05 0.1 25 7949 0.0 -13 0.06120942068643639 0.059201421294035564 50 GTEX 100 5e-05 0.1 25 7949 0.0 -14 0.06068706931452873 0.05875807245591294 50 GTEX 100 5e-05 0.1 25 7949 0.0 -15 0.060266865325478376 0.058378576021287376 50 GTEX 100 5e-05 0.1 25 7949 0.0 -16 0.05982410724609193 0.05798075736957131 50 GTEX 100 5e-05 0.1 25 7949 0.0 -17 0.05939534743786412 0.05760415188061647 50 GTEX 100 5e-05 0.1 25 7949 0.0 -18 0.059028573195704113 0.057297816422162404 50 GTEX 100 5e-05 0.1 25 7949 0.0 -19 0.05863939469724066 0.05695823097013702 50 GTEX 100 5e-05 0.1 25 7949 0.0 -20 0.058267585827749734 0.05662411244536534 50 GTEX 100 5e-05 0.1 25 7949 0.0 -21 0.05788980664637558 0.056328772577836035 50 GTEX 100 5e-05 0.1 25 7949 0.0 -22 0.05758498970419562 0.05606013015904127 50 GTEX 100 5e-05 0.1 25 7949 0.0 -23 0.05727532426186722 0.05574569936147661 50 GTEX 100 5e-05 0.1 25 7949 0.0 -24 0.05685593426625794 0.05537332109257069 50 GTEX 100 5e-05 0.1 25 7949 0.0 -25 0.05650140916541246 0.055112064104286436 50 GTEX 100 5e-05 0.1 25 7949 0.0 -26 0.05616293079522264 0.05471475173085361 50 GTEX 100 5e-05 0.1 25 7949 0.0 -27 0.055846119744779314 0.05447925187420709 50 GTEX 100 5e-05 0.1 25 7949 0.0 -28 0.05555444213797717 0.05419845076653214 50 GTEX 100 5e-05 0.1 25 7949 0.0 -29 0.055134186357672144 0.05374719215974835 50 GTEX 100 5e-05 0.1 25 7949 0.0 -30 0.05474226418742915 0.053444639464464934 50 GTEX 100 5e-05 0.1 25 7949 0.0 -31 0.05439628480139813 0.053148132624961576 50 GTEX 100 5e-05 0.1 25 7949 0.0 -32 0.05414072591254612 0.052884712886107736 50 GTEX 100 5e-05 0.1 25 7949 0.0 -33 0.05379764539891744 0.0525615628624597 50 GTEX 100 5e-05 0.1 25 7949 0.0 -34 0.05349130123213061 0.052234075368583884 50 GTEX 100 5e-05 0.1 25 7949 0.0 -35 0.053181130987979344 0.0519806586999177 50 GTEX 100 5e-05 0.1 25 7949 0.0 -36 0.05284411721407668 0.051657191056319066 50 GTEX 100 5e-05 0.1 25 7949 0.0 -37 0.05257733513523309 0.051473955698169684 50 GTEX 100 5e-05 0.1 25 7949 0.0 -38 0.05238329782669617 0.051266211733052035 50 GTEX 100 5e-05 0.1 25 7949 0.0 -39 0.05213241859226931 0.05099070480114607 50 GTEX 100 5e-05 0.1 25 7949 0.0 -40 0.05189978621417647 0.050779328677987415 50 GTEX 100 5e-05 0.1 25 7949 0.0 -41 0.051622939779386486 0.05046171891173709 50 GTEX 100 5e-05 0.1 25 7949 0.0 -42 0.05124456776923636 0.05015599953556015 50 GTEX 100 5e-05 0.1 25 7949 0.0 -43 0.0509921568018419 0.04980398728706991 50 GTEX 100 5e-05 0.1 25 7949 0.0 -44 0.050623195047339885 0.04946832538019342 50 GTEX 100 5e-05 0.1 25 7949 0.0 -45 0.05028760152550878 0.049210101840557255 50 GTEX 100 5e-05 0.1 25 7949 0.0 -46 0.050061249017661937 0.0490545091987676 50 GTEX 100 5e-05 0.1 25 7949 0.0 -47 0.0499167214983448 0.04887713314150903 50 GTEX 100 5e-05 0.1 25 7949 0.0 -48 0.04968153238784452 0.048671266991829235 50 GTEX 100 5e-05 0.1 25 7949 0.0 -49 0.04950959685242729 0.048512447646645536 50 GTEX 100 5e-05 0.1 25 7949 0.0 -50 0.04930926132894083 0.04826093980681307 50 GTEX 100 5e-05 0.1 25 7949 0.0 -51 0.048946052645666115 0.04783359186957544 50 GTEX 100 5e-05 0.1 25 7949 0.0 -52 0.04858830899277194 0.047595642429170956 50 GTEX 100 5e-05 0.1 25 7949 0.0 -53 0.04837562131210556 0.047340370969627295 50 GTEX 100 5e-05 0.1 25 7949 0.0 -54 0.048079134138708096 0.04700566841707257 50 GTEX 100 5e-05 0.1 25 7949 0.0 -55 0.04772811713039692 0.046688360385171816 50 GTEX 100 5e-05 0.1 25 7949 0.0 -56 0.04738679391021989 0.04638179174904134 50 GTEX 100 5e-05 0.1 25 7949 0.0 -57 0.047089916138540945 0.046078291873911485 50 GTEX 100 5e-05 0.1 25 7949 0.0 -58 0.04683830614436941 0.04572767813197787 50 GTEX 100 5e-05 0.1 25 7949 0.0 -59 0.04636675210259804 0.0452635778475397 50 GTEX 100 5e-05 0.1 25 7949 0.0 -60 0.04598249506362328 0.0449964619762204 50 GTEX 100 5e-05 0.1 25 7949 0.0 -61 0.04565894410362009 0.04466525260571518 50 GTEX 100 5e-05 0.1 25 7949 0.0 -62 0.045391628021116404 0.04445426571873431 50 GTEX 100 5e-05 0.1 25 7949 0.0 -63 0.045165459603288424 0.044245687302754404 50 GTEX 100 5e-05 0.1 25 7949 0.0 -64 0.04505363135728751 0.044151330083438654 50 GTEX 100 5e-05 0.1 25 7949 0.0 -65 0.044960948613335446 0.04406539882628863 50 GTEX 100 5e-05 0.1 25 7949 0.0 -66 0.04482833724270228 0.04393189509501928 50 GTEX 100 5e-05 0.1 25 7949 0.0 -67 0.04461682003116965 0.04371729051913825 50 GTEX 100 5e-05 0.1 25 7949 0.0 -68 0.04444374917113404 0.043576709005429266 50 GTEX 100 5e-05 0.1 25 7949 0.0 -69 0.044328931085525325 0.04347688189137571 50 GTEX 100 5e-05 0.1 25 7949 0.0 -70 0.04423442589823643 0.04332171733218454 50 GTEX 100 5e-05 0.1 25 7949 0.0 -71 0.04407571057127058 0.043180081108053825 50 GTEX 100 5e-05 0.1 25 7949 0.0 -72 0.043796940516903596 0.04289886554412742 50 GTEX 100 5e-05 0.1 25 7949 0.0 -73 0.043624764814574654 0.04268380495305297 50 GTEX 100 5e-05 0.1 25 7949 0.0 -74 0.04342475590503957 0.04253895235152299 50 GTEX 100 5e-05 0.1 25 7949 0.0 -75 0.043178568604683894 0.04228416100116057 50 GTEX 100 5e-05 0.1 25 7949 0.0 -76 0.042955339319702565 0.04206117461417791 50 GTEX 100 5e-05 0.1 25 7949 0.0 -77 0.04278577792395177 0.04194106932856964 50 GTEX 100 5e-05 0.1 25 7949 0.0 -78 0.04263579887336507 0.04176899142733318 50 GTEX 100 5e-05 0.1 25 7949 0.0 -79 0.042468401377038265 0.041602447423588186 50 GTEX 100 5e-05 0.1 25 7949 0.0 -80 0.04233264126095284 0.04149167993222806 50 GTEX 100 5e-05 0.1 25 7949 0.0 -81 0.042132802498454566 0.041257190302071006 50 GTEX 100 5e-05 0.1 25 7949 0.0 -82 0.041971453625381815 0.041164214131440044 50 GTEX 100 5e-05 0.1 25 7949 0.0 -83 0.041847153685517155 0.04099897448922518 50 GTEX 100 5e-05 0.1 25 7949 0.0 -84 0.04161472011326459 0.04081978923694263 50 GTEX 100 5e-05 0.1 25 7949 0.0 -85 0.04151209979443511 0.040656495655217555 50 GTEX 100 5e-05 0.1 25 7949 0.0 -86 0.041346576568115044 0.04050834650464158 50 GTEX 100 5e-05 0.1 25 7949 0.0 -87 0.04109585208768538 0.04015168957695535 50 GTEX 100 5e-05 0.1 25 7949 0.0 -88 0.04079245012385346 0.039901527388467535 50 GTEX 100 5e-05 0.1 25 7949 0.0 -89 0.04052613018995683 0.039728408764353726 50 GTEX 100 5e-05 0.1 25 7949 0.0 -90 0.0403849073749945 0.03948292541299936 50 GTEX 100 5e-05 0.1 25 7949 0.0 -91 0.04011656253077141 0.039312591351313736 50 GTEX 100 5e-05 0.1 25 7949 0.0 -92 0.0399574781242206 0.03913489362302842 50 GTEX 100 5e-05 0.1 25 7949 0.0 -93 0.039827440247636944 0.03903617986793074 50 GTEX 100 5e-05 0.1 25 7949 0.0 -94 0.03968420947877409 0.038926479551842 50 GTEX 100 5e-05 0.1 25 7949 0.0 -95 0.03958909561123895 0.03880394925806006 50 GTEX 100 5e-05 0.1 25 7949 0.0 -96 0.039357746165358705 0.03848938307523048 50 GTEX 100 5e-05 0.1 25 7949 0.0 -97 0.03916872358314588 0.038363713728611006 50 GTEX 100 5e-05 0.1 25 7949 0.0 -98 0.0389903320602225 0.038110964439327724 50 GTEX 100 5e-05 0.1 25 7949 0.0 -99 0.038719410237483265 0.03792929084893642 50 GTEX 100 5e-05 0.1 25 7949 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00005lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00005lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index fe4ac42bd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00005lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.14974781448377456 0.1256324606221665 50 GTEX 100 5e-05 0.5 25 2408 0.0 -1 0.11739260355547564 0.10792936622643198 50 GTEX 100 5e-05 0.5 25 2408 0.0 -2 0.1060618338845745 0.10016070279388373 50 GTEX 100 5e-05 0.5 25 2408 0.0 -3 0.09905574752427689 0.09375761192957711 50 GTEX 100 5e-05 0.5 25 2408 0.0 -4 0.09236104697936615 0.08638109016044511 50 GTEX 100 5e-05 0.5 25 2408 0.0 -5 0.08424459093379108 0.07727090202753535 50 GTEX 100 5e-05 0.5 25 2408 0.0 -6 0.07587125333911629 0.06967601066759783 50 GTEX 100 5e-05 0.5 25 2408 0.0 -7 0.07016180649917607 0.06591329606738608 50 GTEX 100 5e-05 0.5 25 2408 0.0 -8 0.0673761030833598 0.06422586974903885 50 GTEX 100 5e-05 0.5 25 2408 0.0 -9 0.0659899274112557 0.06338756928794058 50 GTEX 100 5e-05 0.5 25 2408 0.0 -10 0.06510802848024341 0.06269617757614801 50 GTEX 100 5e-05 0.5 25 2408 0.0 -11 0.06435612162091707 0.062076744379142845 50 GTEX 100 5e-05 0.5 25 2408 0.0 -12 0.06353245173847838 0.0614221900871498 50 GTEX 100 5e-05 0.5 25 2408 0.0 -13 0.06296048824224526 0.06090829629776822 50 GTEX 100 5e-05 0.5 25 2408 0.0 -14 0.06252715685787026 0.06046725661554037 50 GTEX 100 5e-05 0.5 25 2408 0.0 -15 0.06204316243993653 0.06005271388210724 50 GTEX 100 5e-05 0.5 25 2408 0.0 -16 0.06160306290667211 0.05965264827834563 50 GTEX 100 5e-05 0.5 25 2408 0.0 -17 0.06123186910830519 0.05935368742156391 50 GTEX 100 5e-05 0.5 25 2408 0.0 -18 0.06095272633012452 0.059106806250636114 50 GTEX 100 5e-05 0.5 25 2408 0.0 -19 0.060644391154451506 0.058823133971074686 50 GTEX 100 5e-05 0.5 25 2408 0.0 -20 0.060320578224731115 0.05856374014494763 50 GTEX 100 5e-05 0.5 25 2408 0.0 -21 0.060100020155872555 0.05834379591076093 50 GTEX 100 5e-05 0.5 25 2408 0.0 -22 0.05985048743031956 0.05808387298009468 50 GTEX 100 5e-05 0.5 25 2408 0.0 -23 0.059571936093424246 0.05786512816190267 50 GTEX 100 5e-05 0.5 25 2408 0.0 -24 0.0594060182413223 0.057635226934978266 50 GTEX 100 5e-05 0.5 25 2408 0.0 -25 0.059078340837422076 0.057287845080682985 50 GTEX 100 5e-05 0.5 25 2408 0.0 -26 0.05874720359740721 0.05705077206085617 50 GTEX 100 5e-05 0.5 25 2408 0.0 -27 0.05856790210376058 0.05678892737615698 50 GTEX 100 5e-05 0.5 25 2408 0.0 -28 0.058319270057544496 0.05664802477925222 50 GTEX 100 5e-05 0.5 25 2408 0.0 -29 0.05811190922562872 0.05647304101701925 50 GTEX 100 5e-05 0.5 25 2408 0.0 -30 0.057818597898216195 0.05615630841498819 50 GTEX 100 5e-05 0.5 25 2408 0.0 -31 0.057432891526924996 0.055704105843722596 50 GTEX 100 5e-05 0.5 25 2408 0.0 -32 0.05709237688323053 0.055494790025650324 50 GTEX 100 5e-05 0.5 25 2408 0.0 -33 0.05685583100366633 0.05529045992081156 50 GTEX 100 5e-05 0.5 25 2408 0.0 -34 0.056682073819394274 0.055114084628088394 50 GTEX 100 5e-05 0.5 25 2408 0.0 -35 0.056537161311964006 0.05500986036833928 50 GTEX 100 5e-05 0.5 25 2408 0.0 -36 0.05632703931825307 0.05473091949783124 50 GTEX 100 5e-05 0.5 25 2408 0.0 -37 0.05602754332621787 0.05446877682531968 50 GTEX 100 5e-05 0.5 25 2408 0.0 -38 0.05567343680878067 0.05414501375061931 50 GTEX 100 5e-05 0.5 25 2408 0.0 -39 0.055482504102953814 0.05398991237971719 50 GTEX 100 5e-05 0.5 25 2408 0.0 -40 0.055309383386122936 0.053827240808155145 50 GTEX 100 5e-05 0.5 25 2408 0.0 -41 0.055051461826241405 0.053539485383792974 50 GTEX 100 5e-05 0.5 25 2408 0.0 -42 0.054744885725013376 0.053125201366813465 50 GTEX 100 5e-05 0.5 25 2408 0.0 -43 0.054251272187661605 0.052766659215602585 50 GTEX 100 5e-05 0.5 25 2408 0.0 -44 0.05401784083061766 0.052496169258206514 50 GTEX 100 5e-05 0.5 25 2408 0.0 -45 0.053716107209339885 0.05224191596441169 50 GTEX 100 5e-05 0.5 25 2408 0.0 -46 0.05343384481710719 0.05190664976693605 50 GTEX 100 5e-05 0.5 25 2408 0.0 -47 0.05304619951426095 0.05149941935342074 50 GTEX 100 5e-05 0.5 25 2408 0.0 -48 0.0526696542728296 0.05105462414655169 50 GTEX 100 5e-05 0.5 25 2408 0.0 -49 0.05218070507713793 0.05059965010095005 50 GTEX 100 5e-05 0.5 25 2408 0.0 -50 0.051724032979854825 0.050106371664389006 50 GTEX 100 5e-05 0.5 25 2408 0.0 -51 0.051200865452602114 0.049708326747322264 50 GTEX 100 5e-05 0.5 25 2408 0.0 -52 0.0509964347438946 0.049528522870216536 50 GTEX 100 5e-05 0.5 25 2408 0.0 -53 0.05064275998905895 0.04917755682630457 50 GTEX 100 5e-05 0.5 25 2408 0.0 -54 0.05022927493272518 0.04868325417570968 50 GTEX 100 5e-05 0.5 25 2408 0.0 -55 0.04983028190178391 0.04833115176952837 50 GTEX 100 5e-05 0.5 25 2408 0.0 -56 0.04930997262958225 0.04775132554027291 50 GTEX 100 5e-05 0.5 25 2408 0.0 -57 0.04877099545391772 0.047211665164381834 50 GTEX 100 5e-05 0.5 25 2408 0.0 -58 0.04830916223352419 0.04682770889153272 50 GTEX 100 5e-05 0.5 25 2408 0.0 -59 0.04785440979363914 0.0463164806606765 50 GTEX 100 5e-05 0.5 25 2408 0.0 -60 0.04716611512259532 0.045408575374193974 50 GTEX 100 5e-05 0.5 25 2408 0.0 -61 0.046229373181623026 0.044533583919868266 50 GTEX 100 5e-05 0.5 25 2408 0.0 -62 0.04542249939360651 0.043723668471092055 50 GTEX 100 5e-05 0.5 25 2408 0.0 -63 0.04451697504613598 0.042690937517090445 50 GTEX 100 5e-05 0.5 25 2408 0.0 -64 0.043461215411302746 0.04166500409887997 50 GTEX 100 5e-05 0.5 25 2408 0.0 -65 0.04249220106011335 0.040717201441979683 50 GTEX 100 5e-05 0.5 25 2408 0.0 -66 0.041556557969204835 0.03971918503764464 50 GTEX 100 5e-05 0.5 25 2408 0.0 -67 0.04030519666558865 0.03828000100931514 50 GTEX 100 5e-05 0.5 25 2408 0.0 -68 0.039012557206677574 0.03704996591171838 50 GTEX 100 5e-05 0.5 25 2408 0.0 -69 0.03781681535410392 0.03585773307702614 50 GTEX 100 5e-05 0.5 25 2408 0.0 -70 0.036667087135907904 0.034731549306457485 50 GTEX 100 5e-05 0.5 25 2408 0.0 -71 0.03567570248101069 0.033819131928535015 50 GTEX 100 5e-05 0.5 25 2408 0.0 -72 0.03467075674356548 0.032821876343920434 50 GTEX 100 5e-05 0.5 25 2408 0.0 -73 0.0337921066914634 0.03196795128937457 50 GTEX 100 5e-05 0.5 25 2408 0.0 -74 0.032895910814428095 0.03112223064491504 50 GTEX 100 5e-05 0.5 25 2408 0.0 -75 0.03205820450523253 0.03025871308824975 50 GTEX 100 5e-05 0.5 25 2408 0.0 -76 0.031156528294495698 0.029350698298771117 50 GTEX 100 5e-05 0.5 25 2408 0.0 -77 0.030253694223042676 0.028515081250678902 50 GTEX 100 5e-05 0.5 25 2408 0.0 -78 0.029459131961869212 0.027820735213704435 50 GTEX 100 5e-05 0.5 25 2408 0.0 -79 0.028724058228129255 0.027112059259765956 50 GTEX 100 5e-05 0.5 25 2408 0.0 -80 0.02803741633424578 0.026329803255744307 50 GTEX 100 5e-05 0.5 25 2408 0.0 -81 0.027144386700154913 0.025389377459770372 50 GTEX 100 5e-05 0.5 25 2408 0.0 -82 0.026075190716644735 0.024269831147285696 50 GTEX 100 5e-05 0.5 25 2408 0.0 -83 0.02490316106086581 0.022834951858330135 50 GTEX 100 5e-05 0.5 25 2408 0.0 -84 0.023260349288167264 0.020922740790355568 50 GTEX 100 5e-05 0.5 25 2408 0.0 -85 0.021239275364983393 0.01855212324670739 50 GTEX 100 5e-05 0.5 25 2408 0.0 -86 0.0192158530663305 0.016531138277184148 50 GTEX 100 5e-05 0.5 25 2408 0.0 -87 0.017350599455807622 0.014999618199600806 50 GTEX 100 5e-05 0.5 25 2408 0.0 -88 0.01586178299023862 0.013656193216972251 50 GTEX 100 5e-05 0.5 25 2408 0.0 -89 0.014756131179912504 0.012660438246217631 50 GTEX 100 5e-05 0.5 25 2408 0.0 -90 0.013844536702493226 0.011831932198327077 50 GTEX 100 5e-05 0.5 25 2408 0.0 -91 0.013008976977322853 0.011171117401947426 50 GTEX 100 5e-05 0.5 25 2408 0.0 -92 0.01243907693313897 0.01064963192774599 50 GTEX 100 5e-05 0.5 25 2408 0.0 -93 0.011799781730124461 0.010207120817820383 50 GTEX 100 5e-05 0.5 25 2408 0.0 -94 0.011346292553710165 0.009803042057441272 50 GTEX 100 5e-05 0.5 25 2408 0.0 -95 0.010965283776043088 0.009420092437175518 50 GTEX 100 5e-05 0.5 25 2408 0.0 -96 0.010628178270752665 0.009163458171183731 50 GTEX 100 5e-05 0.5 25 2408 0.0 -97 0.010303498404357297 0.008862469700331527 50 GTEX 100 5e-05 0.5 25 2408 0.0 -98 0.00999482133069357 0.008600905991757835 50 GTEX 100 5e-05 0.5 25 2408 0.0 -99 0.009730173737240388 0.008390610114256975 50 GTEX 100 5e-05 0.5 25 2408 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00005lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00005lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index e3aeee802..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.00005lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1470200292891228 0.12482237453243125 50 GTEX 100 5e-05 0.0 25 5791 0.0 -1 0.11436339008703622 0.10814925573567927 50 GTEX 100 5e-05 0.0 25 5791 0.0 -2 0.10345086856403131 0.10009803601714141 50 GTEX 100 5e-05 0.0 25 5791 0.0 -3 0.09602297918369919 0.09249085666675531 50 GTEX 100 5e-05 0.0 25 5791 0.0 -4 0.08747445300396159 0.0826126668786368 50 GTEX 100 5e-05 0.0 25 5791 0.0 -5 0.07691935692708521 0.07260219037476148 50 GTEX 100 5e-05 0.0 25 5791 0.0 -6 0.0696162811383169 0.06792054644045721 50 GTEX 100 5e-05 0.0 25 5791 0.0 -7 0.06636381042259251 0.06561458918899864 50 GTEX 100 5e-05 0.0 25 5791 0.0 -8 0.06465454096982129 0.06425974079666255 50 GTEX 100 5e-05 0.0 25 5791 0.0 -9 0.06357480555275394 0.0632971504157827 50 GTEX 100 5e-05 0.0 25 5791 0.0 -10 0.06274528086053238 0.06247565864865091 50 GTEX 100 5e-05 0.0 25 5791 0.0 -11 0.06198608577629197 0.06171733933454911 50 GTEX 100 5e-05 0.0 25 5791 0.0 -12 0.06125903321764368 0.06095953920976517 50 GTEX 100 5e-05 0.0 25 5791 0.0 -13 0.060624240330853583 0.060332406184745835 50 GTEX 100 5e-05 0.0 25 5791 0.0 -14 0.060039676404766186 0.059782771648619566 50 GTEX 100 5e-05 0.0 25 5791 0.0 -15 0.05947563157911612 0.059184775535484686 50 GTEX 100 5e-05 0.0 25 5791 0.0 -16 0.05896230718608679 0.05873625876360746 50 GTEX 100 5e-05 0.0 25 5791 0.0 -17 0.05853173892354403 0.05830378175320054 50 GTEX 100 5e-05 0.0 25 5791 0.0 -18 0.05811072773684465 0.05788419803625731 50 GTEX 100 5e-05 0.0 25 5791 0.0 -19 0.05773667891565807 0.0575409443560322 50 GTEX 100 5e-05 0.0 25 5791 0.0 -20 0.05742015239955871 0.05723475717971307 50 GTEX 100 5e-05 0.0 25 5791 0.0 -21 0.05713435105237297 0.05694982294743958 50 GTEX 100 5e-05 0.0 25 5791 0.0 -22 0.05686217136511874 0.05664242816090357 50 GTEX 100 5e-05 0.0 25 5791 0.0 -23 0.056511466160496876 0.05630088677566088 50 GTEX 100 5e-05 0.0 25 5791 0.0 -24 0.05618513823012005 0.056008736535680156 50 GTEX 100 5e-05 0.0 25 5791 0.0 -25 0.05594855788325866 0.05579239583287402 50 GTEX 100 5e-05 0.0 25 5791 0.0 -26 0.055746955306181574 0.0555966957383736 50 GTEX 100 5e-05 0.0 25 5791 0.0 -27 0.05555621692341195 0.055415065512911 50 GTEX 100 5e-05 0.0 25 5791 0.0 -28 0.055380784064449476 0.055241717400999577 50 GTEX 100 5e-05 0.0 25 5791 0.0 -29 0.0552144483577063 0.05508793866396403 50 GTEX 100 5e-05 0.0 25 5791 0.0 -30 0.055056022367785167 0.05491974936380359 50 GTEX 100 5e-05 0.0 25 5791 0.0 -31 0.05485740630088933 0.05472158006757158 50 GTEX 100 5e-05 0.0 25 5791 0.0 -32 0.054625133105394415 0.0544858443915504 50 GTEX 100 5e-05 0.0 25 5791 0.0 -33 0.05443704268470402 0.054298813741639994 50 GTEX 100 5e-05 0.0 25 5791 0.0 -34 0.05426856193164592 0.05411825659808777 50 GTEX 100 5e-05 0.0 25 5791 0.0 -35 0.05409884046016707 0.053935116249005606 50 GTEX 100 5e-05 0.0 25 5791 0.0 -36 0.05379831233488112 0.053636113854528836 50 GTEX 100 5e-05 0.0 25 5791 0.0 -37 0.05360534983221097 0.05347665324240583 50 GTEX 100 5e-05 0.0 25 5791 0.0 -38 0.05346613385202742 0.05334412805849382 50 GTEX 100 5e-05 0.0 25 5791 0.0 -39 0.05332286509913352 0.053199126749890836 50 GTEX 100 5e-05 0.0 25 5791 0.0 -40 0.05316523387650382 0.05304071603222492 50 GTEX 100 5e-05 0.0 25 5791 0.0 -41 0.052964177027107026 0.05284423655175211 50 GTEX 100 5e-05 0.0 25 5791 0.0 -42 0.05280155834828559 0.052702849737931566 50 GTEX 100 5e-05 0.0 25 5791 0.0 -43 0.05269275595486838 0.052601827868037354 50 GTEX 100 5e-05 0.0 25 5791 0.0 -44 0.052549560009816185 0.05247141180042985 50 GTEX 100 5e-05 0.0 25 5791 0.0 -45 0.052460448759951005 0.05238480700229511 50 GTEX 100 5e-05 0.0 25 5791 0.0 -46 0.05232736434985444 0.052239690131787565 50 GTEX 100 5e-05 0.0 25 5791 0.0 -47 0.052109455044640145 0.05193058970763203 50 GTEX 100 5e-05 0.0 25 5791 0.0 -48 0.05190457212220745 0.05183364877286066 50 GTEX 100 5e-05 0.0 25 5791 0.0 -49 0.051780323083494284 0.05166803441318495 50 GTEX 100 5e-05 0.0 25 5791 0.0 -50 0.051571947534758376 0.05144816736191398 50 GTEX 100 5e-05 0.0 25 5791 0.0 -51 0.05128790603525046 0.05111852863328992 50 GTEX 100 5e-05 0.0 25 5791 0.0 -52 0.05102261794970861 0.05090438054003416 50 GTEX 100 5e-05 0.0 25 5791 0.0 -53 0.05080271383712633 0.0507236698734443 50 GTEX 100 5e-05 0.0 25 5791 0.0 -54 0.05067399720732861 0.0505852570877669 50 GTEX 100 5e-05 0.0 25 5791 0.0 -55 0.05051472952767059 0.05042316385690024 50 GTEX 100 5e-05 0.0 25 5791 0.0 -56 0.05035617024106235 0.050274750444429 50 GTEX 100 5e-05 0.0 25 5791 0.0 -57 0.0501015184220315 0.049960446278405284 50 GTEX 100 5e-05 0.0 25 5791 0.0 -58 0.049820022815898465 0.04969516487175974 50 GTEX 100 5e-05 0.0 25 5791 0.0 -59 0.04955616675799722 0.04941004007601466 50 GTEX 100 5e-05 0.0 25 5791 0.0 -60 0.04930154193876235 0.049179367607763966 50 GTEX 100 5e-05 0.0 25 5791 0.0 -61 0.04908747187279164 0.04897053727433935 50 GTEX 100 5e-05 0.0 25 5791 0.0 -62 0.04889805173556266 0.048861836362984246 50 GTEX 100 5e-05 0.0 25 5791 0.0 -63 0.048745142511792856 0.04866398243453113 50 GTEX 100 5e-05 0.0 25 5791 0.0 -64 0.04854673770077002 0.048387624103816744 50 GTEX 100 5e-05 0.0 25 5791 0.0 -65 0.048236743107578174 0.0481224607449634 50 GTEX 100 5e-05 0.0 25 5791 0.0 -66 0.04799755384551946 0.0479168747569445 50 GTEX 100 5e-05 0.0 25 5791 0.0 -67 0.04768552587933156 0.04754421376258475 50 GTEX 100 5e-05 0.0 25 5791 0.0 -68 0.047427007503704446 0.047302996853061954 50 GTEX 100 5e-05 0.0 25 5791 0.0 -69 0.047112466376091844 0.0470203901056781 50 GTEX 100 5e-05 0.0 25 5791 0.0 -70 0.04689366819977043 0.0467517742455119 50 GTEX 100 5e-05 0.0 25 5791 0.0 -71 0.0465674319346729 0.04647894379303936 50 GTEX 100 5e-05 0.0 25 5791 0.0 -72 0.04632950581400072 0.04622274866688841 50 GTEX 100 5e-05 0.0 25 5791 0.0 -73 0.04604657015985454 0.04592635767258165 50 GTEX 100 5e-05 0.0 25 5791 0.0 -74 0.045685848169437215 0.045576244210222376 50 GTEX 100 5e-05 0.0 25 5791 0.0 -75 0.04544705669652878 0.045265132348857 50 GTEX 100 5e-05 0.0 25 5791 0.0 -76 0.04514725185443572 0.045095798690509434 50 GTEX 100 5e-05 0.0 25 5791 0.0 -77 0.04488873264379583 0.044715293091739536 50 GTEX 100 5e-05 0.0 25 5791 0.0 -78 0.04455528173879383 0.04445385363505367 50 GTEX 100 5e-05 0.0 25 5791 0.0 -79 0.04429883579642377 0.044196848017464575 50 GTEX 100 5e-05 0.0 25 5791 0.0 -80 0.04401871744825456 0.04394811097914955 50 GTEX 100 5e-05 0.0 25 5791 0.0 -81 0.04363911968380531 0.04344264862655234 50 GTEX 100 5e-05 0.0 25 5791 0.0 -82 0.04319422047660408 0.04305871804120876 50 GTEX 100 5e-05 0.0 25 5791 0.0 -83 0.04282155456919598 0.042612119000617545 50 GTEX 100 5e-05 0.0 25 5791 0.0 -84 0.04232678110425495 0.04216313838760436 50 GTEX 100 5e-05 0.0 25 5791 0.0 -85 0.04203744612620803 0.04193766672914925 50 GTEX 100 5e-05 0.0 25 5791 0.0 -86 0.041570894003034056 0.041319162255514255 50 GTEX 100 5e-05 0.0 25 5791 0.0 -87 0.04108922432128663 0.04092358916063046 50 GTEX 100 5e-05 0.0 25 5791 0.0 -88 0.0406620059045508 0.040534794727205774 50 GTEX 100 5e-05 0.0 25 5791 0.0 -89 0.04022824350601644 0.03994950273927627 50 GTEX 100 5e-05 0.0 25 5791 0.0 -90 0.03961744344248948 0.03940431901852214 50 GTEX 100 5e-05 0.0 25 5791 0.0 -91 0.039095890025245335 0.03896231176650343 50 GTEX 100 5e-05 0.0 25 5791 0.0 -92 0.03874392226831052 0.03857225383642508 50 GTEX 100 5e-05 0.0 25 5791 0.0 -93 0.038324674427528196 0.03815913240039303 50 GTEX 100 5e-05 0.0 25 5791 0.0 -94 0.037892443583311196 0.03773689251605549 50 GTEX 100 5e-05 0.0 25 5791 0.0 -95 0.03732805221279672 0.037029520172923235 50 GTEX 100 5e-05 0.0 25 5791 0.0 -96 0.03666732752357464 0.03633409001981351 50 GTEX 100 5e-05 0.0 25 5791 0.0 -97 0.036013320029361126 0.03581303351703932 50 GTEX 100 5e-05 0.0 25 5791 0.0 -98 0.035542054675354984 0.035373461145921804 50 GTEX 100 5e-05 0.0 25 5791 0.0 -99 0.03516730617720398 0.03493961024703635 50 GTEX 100 5e-05 0.0 25 5791 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.0005lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.0005lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 9a366838a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.0005lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.12334387620522025 0.09766212881971222 100 GTEX 100 0.0005 0.1 25 7117 0.0 -1 0.08261267026075532 0.06920725274335296 100 GTEX 100 0.0005 0.1 25 7117 0.0 -2 0.06169889338320042 0.05822708993130311 100 GTEX 100 0.0005 0.1 25 7117 0.0 -3 0.05539612001939637 0.053614956585286686 100 GTEX 100 0.0005 0.1 25 7117 0.0 -4 0.0495975152936155 0.04213333321104938 100 GTEX 100 0.0005 0.1 25 7117 0.0 -5 0.02471529740743395 0.013070598499629887 100 GTEX 100 0.0005 0.1 25 7117 0.0 -6 0.010196459714255993 0.008387439940903803 100 GTEX 100 0.0005 0.1 25 7117 0.0 -7 0.007907050875758981 0.007273859154971267 100 GTEX 100 0.0005 0.1 25 7117 0.0 -8 0.007198463512711078 0.006670864759289266 100 GTEX 100 0.0005 0.1 25 7117 0.0 -9 0.006739054863637559 0.006244771294083319 100 GTEX 100 0.0005 0.1 25 7117 0.0 -10 0.0063972507991165075 0.005888128417682172 100 GTEX 100 0.0005 0.1 25 7117 0.0 -11 0.006138088496515432 0.0056181669699120204 100 GTEX 100 0.0005 0.1 25 7117 0.0 -12 0.005943328966357596 0.005389681139061433 100 GTEX 100 0.0005 0.1 25 7117 0.0 -13 0.005772152512945298 0.005190641897245392 100 GTEX 100 0.0005 0.1 25 7117 0.0 -14 0.005660270167353543 0.005024010347407807 100 GTEX 100 0.0005 0.1 25 7117 0.0 -15 0.005524117754432122 0.004919081522654671 100 GTEX 100 0.0005 0.1 25 7117 0.0 -16 0.005357779215895772 0.004800290697937683 100 GTEX 100 0.0005 0.1 25 7117 0.0 -17 0.005308616832524359 0.00470465135728735 100 GTEX 100 0.0005 0.1 25 7117 0.0 -18 0.005190881619430009 0.004610029544978768 100 GTEX 100 0.0005 0.1 25 7117 0.0 -19 0.005145187992289752 0.004534414939284891 100 GTEX 100 0.0005 0.1 25 7117 0.0 -20 0.005058545133617793 0.004481422121746345 100 GTEX 100 0.0005 0.1 25 7117 0.0 -21 0.005009749387556674 0.004416173910049318 100 GTEX 100 0.0005 0.1 25 7117 0.0 -22 0.0049937461351154755 0.00436005918415327 100 GTEX 100 0.0005 0.1 25 7117 0.0 -23 0.004949779760887766 0.004298564797345223 100 GTEX 100 0.0005 0.1 25 7117 0.0 -24 0.004866169676709193 0.004271260749534509 100 GTEX 100 0.0005 0.1 25 7117 0.0 -25 0.0048609502028996165 0.004231439223477596 100 GTEX 100 0.0005 0.1 25 7117 0.0 -26 0.004783803245547132 0.004220025474028556 100 GTEX 100 0.0005 0.1 25 7117 0.0 -27 0.004758575007689736 0.004164934047664243 100 GTEX 100 0.0005 0.1 25 7117 0.0 -28 0.00470407935473456 0.0041490399443363845 100 GTEX 100 0.0005 0.1 25 7117 0.0 -29 0.0047328907377042805 0.004095819375934539 100 GTEX 100 0.0005 0.1 25 7117 0.0 -30 0.004655650836287012 0.004095195938687871 100 GTEX 100 0.0005 0.1 25 7117 0.0 -31 0.00460796201570341 0.004083786010140192 100 GTEX 100 0.0005 0.1 25 7117 0.0 -32 0.004689861878210068 0.004054268327198158 100 GTEX 100 0.0005 0.1 25 7117 0.0 -33 0.00463917940241949 0.00403778760662097 100 GTEX 100 0.0005 0.1 25 7117 0.0 -34 0.004601565688621051 0.004014812278855209 100 GTEX 100 0.0005 0.1 25 7117 0.0 -35 0.004571494469441748 0.00402147396372015 100 GTEX 100 0.0005 0.1 25 7117 0.0 -36 0.004593073740592489 0.004025640843450287 100 GTEX 100 0.0005 0.1 25 7117 0.0 -37 0.00457449595545133 0.004004556077493518 100 GTEX 100 0.0005 0.1 25 7117 0.0 -38 0.004598935474400109 0.003981995592849903 100 GTEX 100 0.0005 0.1 25 7117 0.0 -39 0.004562610504308443 0.004006142164987756 100 GTEX 100 0.0005 0.1 25 7117 0.0 -40 0.004546159457964672 0.003991997731714988 100 GTEX 100 0.0005 0.1 25 7117 0.0 -41 0.004546256770352394 0.0039607761436613 100 GTEX 100 0.0005 0.1 25 7117 0.0 -42 0.004504701595730215 0.003942684251850492 100 GTEX 100 0.0005 0.1 25 7117 0.0 -43 0.004499963081315014 0.0039752843664045455 100 GTEX 100 0.0005 0.1 25 7117 0.0 -44 0.004501688854214624 0.003960078984088204 100 GTEX 100 0.0005 0.1 25 7117 0.0 -45 0.004524932412382047 0.00391879889267734 100 GTEX 100 0.0005 0.1 25 7117 0.0 -46 0.004470291195685809 0.003938664046572981 100 GTEX 100 0.0005 0.1 25 7117 0.0 -47 0.004484958826661939 0.003940847127772726 100 GTEX 100 0.0005 0.1 25 7117 0.0 -48 0.004513334409519991 0.00393381998378486 100 GTEX 100 0.0005 0.1 25 7117 0.0 -49 0.004488322788026462 0.0038943568850113184 100 GTEX 100 0.0005 0.1 25 7117 0.0 -50 0.004471460249931332 0.003911574430473347 100 GTEX 100 0.0005 0.1 25 7117 0.0 -51 0.004467732148055899 0.003914429215686006 100 GTEX 100 0.0005 0.1 25 7117 0.0 -52 0.004496205050212564 0.003896136591104727 100 GTEX 100 0.0005 0.1 25 7117 0.0 -53 0.004496350318875769 0.0038943105534838067 100 GTEX 100 0.0005 0.1 25 7117 0.0 -54 0.004437021419560977 0.003908089232832874 100 GTEX 100 0.0005 0.1 25 7117 0.0 -55 0.004485555752219375 0.003930329173420885 100 GTEX 100 0.0005 0.1 25 7117 0.0 -56 0.00441289243889512 0.00388584784302903 100 GTEX 100 0.0005 0.1 25 7117 0.0 -57 0.004493831787319379 0.0038853972165813462 100 GTEX 100 0.0005 0.1 25 7117 0.0 -58 0.004460048273367487 0.0038994843823686527 100 GTEX 100 0.0005 0.1 25 7117 0.0 -59 0.004452301508778423 0.0038717711732117284 100 GTEX 100 0.0005 0.1 25 7117 0.0 -60 0.004442384313997399 0.0038964012053444583 100 GTEX 100 0.0005 0.1 25 7117 0.0 -61 0.004438916824107199 0.003855245504811576 100 GTEX 100 0.0005 0.1 25 7117 0.0 -62 0.004442655842510638 0.0038612014950454914 100 GTEX 100 0.0005 0.1 25 7117 0.0 -63 0.00440411047261943 0.0038757601685595377 100 GTEX 100 0.0005 0.1 25 7117 0.0 -64 0.004439403243745388 0.0038573867420067464 100 GTEX 100 0.0005 0.1 25 7117 0.0 -65 0.004468172865205463 0.0038608307799699753 100 GTEX 100 0.0005 0.1 25 7117 0.0 -66 0.004419299267187952 0.0038514412601368623 100 GTEX 100 0.0005 0.1 25 7117 0.0 -67 0.004409632455977452 0.003857756889612899 100 GTEX 100 0.0005 0.1 25 7117 0.0 -68 0.004429375649413822 0.003861200999284425 100 GTEX 100 0.0005 0.1 25 7117 0.0 -69 0.004338496500854242 0.003845471575388777 100 GTEX 100 0.0005 0.1 25 7117 0.0 -70 0.0044488776170718385 0.003833509874512431 100 GTEX 100 0.0005 0.1 25 7117 0.0 -71 0.004398900796880144 0.0038439659844418214 100 GTEX 100 0.0005 0.1 25 7117 0.0 -72 0.00439059684217154 0.0038601704740351484 100 GTEX 100 0.0005 0.1 25 7117 0.0 -73 0.004392685042099038 0.003837373151050831 100 GTEX 100 0.0005 0.1 25 7117 0.0 -74 0.00437391262224649 0.0038300113621461754 100 GTEX 100 0.0005 0.1 25 7117 0.0 -75 0.004381214707064361 0.0038228965259932634 100 GTEX 100 0.0005 0.1 25 7117 0.0 -76 0.0043856997311558345 0.003805456021729814 100 GTEX 100 0.0005 0.1 25 7117 0.0 -77 0.004367958318545991 0.0038127355461678126 100 GTEX 100 0.0005 0.1 25 7117 0.0 -78 0.0043741278449220804 0.0037802266613881285 100 GTEX 100 0.0005 0.1 25 7117 0.0 -79 0.004296568471381958 0.0036489877251362846 100 GTEX 100 0.0005 0.1 25 7117 0.0 -80 0.004239552136230436 0.00359135239115941 100 GTEX 100 0.0005 0.1 25 7117 0.0 -81 0.004175247537503197 0.0035782991828814774 100 GTEX 100 0.0005 0.1 25 7117 0.0 -82 0.004189464062390537 0.0035798663960436906 100 GTEX 100 0.0005 0.1 25 7117 0.0 -83 0.004189792942671668 0.0035650957209330775 100 GTEX 100 0.0005 0.1 25 7117 0.0 -84 0.004162520739806987 0.003555447692688937 100 GTEX 100 0.0005 0.1 25 7117 0.0 -85 0.004157779929155821 0.0035749929974797563 100 GTEX 100 0.0005 0.1 25 7117 0.0 -86 0.004167004620109009 0.0035914476737804965 100 GTEX 100 0.0005 0.1 25 7117 0.0 -87 0.0041463751989938465 0.0035370126386091625 100 GTEX 100 0.0005 0.1 25 7117 0.0 -88 0.004145731850173763 0.0035557243238228016 100 GTEX 100 0.0005 0.1 25 7117 0.0 -89 0.004180248487050945 0.0035691323332460207 100 GTEX 100 0.0005 0.1 25 7117 0.0 -90 0.004111499261910618 0.0035367047054756843 100 GTEX 100 0.0005 0.1 25 7117 0.0 -91 0.004149479433286983 0.0035557956346257556 100 GTEX 100 0.0005 0.1 25 7117 0.0 -92 0.0041576125564853844 0.003522814005372529 100 GTEX 100 0.0005 0.1 25 7117 0.0 -93 0.00412569507827436 0.0035140077147930294 100 GTEX 100 0.0005 0.1 25 7117 0.0 -94 0.004110976326055734 0.003514320347033186 100 GTEX 100 0.0005 0.1 25 7117 0.0 -95 0.004168097982506755 0.003530238616057165 100 GTEX 100 0.0005 0.1 25 7117 0.0 -96 0.004117122932595067 0.0035191139369183167 100 GTEX 100 0.0005 0.1 25 7117 0.0 -97 0.0041102184002109925 0.003505734017671231 100 GTEX 100 0.0005 0.1 25 7117 0.0 -98 0.004098540671999852 0.0035010703030208786 100 GTEX 100 0.0005 0.1 25 7117 0.0 -99 0.0041306437979102785 0.0035377264106044187 100 GTEX 100 0.0005 0.1 25 7117 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.0005lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.0005lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 5818d62f5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.0005lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.12199280805530853 0.09301833207842969 100 GTEX 100 0.0005 0.5 25 3885 0.0 -1 0.08131721772248005 0.0668365475456071 100 GTEX 100 0.0005 0.5 25 3885 0.0 -2 0.065165650832218 0.06143184078453612 100 GTEX 100 0.0005 0.5 25 3885 0.0 -3 0.06115458506212902 0.057949316068180615 100 GTEX 100 0.0005 0.5 25 3885 0.0 -4 0.057295637985755765 0.0540357694993001 100 GTEX 100 0.0005 0.5 25 3885 0.0 -5 0.05283504395927788 0.047492059039752295 100 GTEX 100 0.0005 0.5 25 3885 0.0 -6 0.03328553574370069 0.01647584262116327 100 GTEX 100 0.0005 0.5 25 3885 0.0 -7 0.013219796495931798 0.009853963255032388 100 GTEX 100 0.0005 0.5 25 3885 0.0 -8 0.010013004204960135 0.008716238885692998 100 GTEX 100 0.0005 0.5 25 3885 0.0 -9 0.009212450104451481 0.008201915434359825 100 GTEX 100 0.0005 0.5 25 3885 0.0 -10 0.008893384318611867 0.007819165397761212 100 GTEX 100 0.0005 0.5 25 3885 0.0 -11 0.008613195652981312 0.007674373792548143 100 GTEX 100 0.0005 0.5 25 3885 0.0 -12 0.00839939432802432 0.007370368915719791 100 GTEX 100 0.0005 0.5 25 3885 0.0 -13 0.00817745431871626 0.007127896604613319 100 GTEX 100 0.0005 0.5 25 3885 0.0 -14 0.008036478918100456 0.007023562443488678 100 GTEX 100 0.0005 0.5 25 3885 0.0 -15 0.007903310230443121 0.006762223201361219 100 GTEX 100 0.0005 0.5 25 3885 0.0 -16 0.007803928738152423 0.006713452221322876 100 GTEX 100 0.0005 0.5 25 3885 0.0 -17 0.007715048148910933 0.006630963606922799 100 GTEX 100 0.0005 0.5 25 3885 0.0 -18 0.0076420100806594785 0.006586753393208232 100 GTEX 100 0.0005 0.5 25 3885 0.0 -19 0.007568361408031829 0.006534894398934147 100 GTEX 100 0.0005 0.5 25 3885 0.0 -20 0.0075409507396249935 0.006378418495064112 100 GTEX 100 0.0005 0.5 25 3885 0.0 -21 0.007467827667455931 0.0064760287267513605 100 GTEX 100 0.0005 0.5 25 3885 0.0 -22 0.0073791093495893315 0.0063389401365878915 100 GTEX 100 0.0005 0.5 25 3885 0.0 -23 0.007376579248019879 0.006307959374210341 100 GTEX 100 0.0005 0.5 25 3885 0.0 -24 0.007368113596696303 0.006306795074034326 100 GTEX 100 0.0005 0.5 25 3885 0.0 -25 0.007310636438078351 0.006336841365754491 100 GTEX 100 0.0005 0.5 25 3885 0.0 -26 0.007303161738715649 0.006297567499865257 100 GTEX 100 0.0005 0.5 25 3885 0.0 -27 0.007208964214188516 0.006215584170455715 100 GTEX 100 0.0005 0.5 25 3885 0.0 -28 0.007201000615726955 0.006109736587129845 100 GTEX 100 0.0005 0.5 25 3885 0.0 -29 0.007155293184068411 0.006166856555346074 100 GTEX 100 0.0005 0.5 25 3885 0.0 -30 0.007173168420511452 0.006165715299206768 100 GTEX 100 0.0005 0.5 25 3885 0.0 -31 0.007107628837878675 0.006079109284686838 100 GTEX 100 0.0005 0.5 25 3885 0.0 -32 0.007075843350589747 0.006159757281664207 100 GTEX 100 0.0005 0.5 25 3885 0.0 -33 0.007099762127067832 0.0060175182156179795 100 GTEX 100 0.0005 0.5 25 3885 0.0 -34 0.0070390425031914014 0.006135906850628753 100 GTEX 100 0.0005 0.5 25 3885 0.0 -35 0.007154007997331145 0.0061064445300332264 100 GTEX 100 0.0005 0.5 25 3885 0.0 -36 0.00702369103218612 0.00609187912833328 100 GTEX 100 0.0005 0.5 25 3885 0.0 -37 0.0070702302919605714 0.006143818524428873 100 GTEX 100 0.0005 0.5 25 3885 0.0 -38 0.007060015720283896 0.006181794314330068 100 GTEX 100 0.0005 0.5 25 3885 0.0 -39 0.007071243135707739 0.006091634395882884 100 GTEX 100 0.0005 0.5 25 3885 0.0 -40 0.007056214388682643 0.006086000349344296 100 GTEX 100 0.0005 0.5 25 3885 0.0 -41 0.007020732638364837 0.006145617005702094 100 GTEX 100 0.0005 0.5 25 3885 0.0 -42 0.007060026921732469 0.006042905927355979 100 GTEX 100 0.0005 0.5 25 3885 0.0 -43 0.007026647263955869 0.006117542858586112 100 GTEX 100 0.0005 0.5 25 3885 0.0 -44 0.007036975704450674 0.006027474404514516 100 GTEX 100 0.0005 0.5 25 3885 0.0 -45 0.006992670111739863 0.006020248122159179 100 GTEX 100 0.0005 0.5 25 3885 0.0 -46 0.00700915758886105 0.00594291659319922 100 GTEX 100 0.0005 0.5 25 3885 0.0 -47 0.0069664166009582255 0.00602591567506355 100 GTEX 100 0.0005 0.5 25 3885 0.0 -48 0.006972989817599022 0.005992937999504827 100 GTEX 100 0.0005 0.5 25 3885 0.0 -49 0.0069490225661104875 0.00587337871503524 100 GTEX 100 0.0005 0.5 25 3885 0.0 -50 0.00693804639002722 0.005938573407554581 100 GTEX 100 0.0005 0.5 25 3885 0.0 -51 0.006866735370804714 0.005895572238222841 100 GTEX 100 0.0005 0.5 25 3885 0.0 -52 0.0068965787229837375 0.0059213653302436315 100 GTEX 100 0.0005 0.5 25 3885 0.0 -53 0.006860982499427615 0.005752890553155439 100 GTEX 100 0.0005 0.5 25 3885 0.0 -54 0.006844848672059281 0.005823695217701872 100 GTEX 100 0.0005 0.5 25 3885 0.0 -55 0.0068486752740612245 0.005727993855571566 100 GTEX 100 0.0005 0.5 25 3885 0.0 -56 0.006802707411182761 0.005787322393303361 100 GTEX 100 0.0005 0.5 25 3885 0.0 -57 0.0068228225485104255 0.005712745820983055 100 GTEX 100 0.0005 0.5 25 3885 0.0 -58 0.00685394463860568 0.005790077500441909 100 GTEX 100 0.0005 0.5 25 3885 0.0 -59 0.006800982996310243 0.005798212704053963 100 GTEX 100 0.0005 0.5 25 3885 0.0 -60 0.006843947391450213 0.005802678604727122 100 GTEX 100 0.0005 0.5 25 3885 0.0 -61 0.006809672245916537 0.00569552335243658 100 GTEX 100 0.0005 0.5 25 3885 0.0 -62 0.006788819174109013 0.005874023333673468 100 GTEX 100 0.0005 0.5 25 3885 0.0 -63 0.006797568944729554 0.005606474308828211 100 GTEX 100 0.0005 0.5 25 3885 0.0 -64 0.006753964989315363 0.005737965545854301 100 GTEX 100 0.0005 0.5 25 3885 0.0 -65 0.006789450839833189 0.005700545318198068 100 GTEX 100 0.0005 0.5 25 3885 0.0 -66 0.006756618637213838 0.005710022982578201 100 GTEX 100 0.0005 0.5 25 3885 0.0 -67 0.0067316408476089775 0.0055794502863440905 100 GTEX 100 0.0005 0.5 25 3885 0.0 -68 0.006736353100488499 0.005756276363981428 100 GTEX 100 0.0005 0.5 25 3885 0.0 -69 0.0067133805086910785 0.005736360399002925 100 GTEX 100 0.0005 0.5 25 3885 0.0 -70 0.006712093070773911 0.005619150044630236 100 GTEX 100 0.0005 0.5 25 3885 0.0 -71 0.006697637728246519 0.005757215870154788 100 GTEX 100 0.0005 0.5 25 3885 0.0 -72 0.006674355410749304 0.005601483225440004 100 GTEX 100 0.0005 0.5 25 3885 0.0 -73 0.0066979409285398105 0.005665606470289906 100 GTEX 100 0.0005 0.5 25 3885 0.0 -74 0.0067125935103731285 0.005701469257473946 100 GTEX 100 0.0005 0.5 25 3885 0.0 -75 0.006684034042978417 0.005702373635434606 100 GTEX 100 0.0005 0.5 25 3885 0.0 -76 0.0066917303797997575 0.005679169783064168 100 GTEX 100 0.0005 0.5 25 3885 0.0 -77 0.006685670656670017 0.005675784884084427 100 GTEX 100 0.0005 0.5 25 3885 0.0 -78 0.006727931711089259 0.0057445248259592645 100 GTEX 100 0.0005 0.5 25 3885 0.0 -79 0.006664285126241662 0.005595740338100453 100 GTEX 100 0.0005 0.5 25 3885 0.0 -80 0.006710716824702351 0.005625173839042849 100 GTEX 100 0.0005 0.5 25 3885 0.0 -81 0.006703117896627713 0.005677870078146911 100 GTEX 100 0.0005 0.5 25 3885 0.0 -82 0.00669273443397493 0.00563590848081862 100 GTEX 100 0.0005 0.5 25 3885 0.0 -83 0.00669712206442037 0.005631560064894732 100 GTEX 100 0.0005 0.5 25 3885 0.0 -84 0.00668306605603333 0.005605293912352718 100 GTEX 100 0.0005 0.5 25 3885 0.0 -85 0.006655448978477378 0.0056194233346886285 100 GTEX 100 0.0005 0.5 25 3885 0.0 -86 0.006711490275360919 0.005705140237147591 100 GTEX 100 0.0005 0.5 25 3885 0.0 -87 0.006690023068818313 0.005560872435371459 100 GTEX 100 0.0005 0.5 25 3885 0.0 -88 0.0066619223109933914 0.005730978887839802 100 GTEX 100 0.0005 0.5 25 3885 0.0 -89 0.006627145055933308 0.005631956709159305 100 GTEX 100 0.0005 0.5 25 3885 0.0 -90 0.0066661826001695275 0.005585874313977281 100 GTEX 100 0.0005 0.5 25 3885 0.0 -91 0.006647199515927769 0.00569340411021229 100 GTEX 100 0.0005 0.5 25 3885 0.0 -92 0.006671137047090046 0.005675501037856472 100 GTEX 100 0.0005 0.5 25 3885 0.0 -93 0.006635931495744729 0.005558638937927131 100 GTEX 100 0.0005 0.5 25 3885 0.0 -94 0.006624168277517145 0.005618030717065239 100 GTEX 100 0.0005 0.5 25 3885 0.0 -95 0.006602336215001893 0.005579045001672361 100 GTEX 100 0.0005 0.5 25 3885 0.0 -96 0.006602842843120093 0.005658329347637216 100 GTEX 100 0.0005 0.5 25 3885 0.0 -97 0.006651474064068651 0.0056433933627696095 100 GTEX 100 0.0005 0.5 25 3885 0.0 -98 0.00667025945849305 0.005730614142258697 100 GTEX 100 0.0005 0.5 25 3885 0.0 -99 0.006589715027829684 0.005659740859068958 100 GTEX 100 0.0005 0.5 25 3885 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.0005lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.0005lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index f7bb88284..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.0005lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.12372057639385864 0.09566568733394826 100 GTEX 100 0.0005 0.0 25 912 0.0 -1 0.08256542606386877 0.06698736620663237 100 GTEX 100 0.0005 0.0 25 912 0.0 -2 0.059639161821166325 0.054026072129550545 100 GTEX 100 0.0005 0.0 25 912 0.0 -3 0.05271998147424214 0.05051677161296511 100 GTEX 100 0.0005 0.0 25 912 0.0 -4 0.04960047035033693 0.04754204062227967 100 GTEX 100 0.0005 0.0 25 912 0.0 -5 0.04543528485001613 0.038293336833271234 100 GTEX 100 0.0005 0.0 25 912 0.0 -6 0.021319373294548204 0.01092774550228631 100 GTEX 100 0.0005 0.0 25 912 0.0 -7 0.00889791336857523 0.0076325392198285 100 GTEX 100 0.0005 0.0 25 912 0.0 -8 0.007112662709585978 0.006645376048628028 100 GTEX 100 0.0005 0.0 25 912 0.0 -9 0.006324220974943895 0.006021478760477594 100 GTEX 100 0.0005 0.0 25 912 0.0 -10 0.005775933759282081 0.005559733682825538 100 GTEX 100 0.0005 0.0 25 912 0.0 -11 0.005360185789581641 0.005202077203447941 100 GTEX 100 0.0005 0.0 25 912 0.0 -12 0.005032863919918815 0.004929202387442267 100 GTEX 100 0.0005 0.0 25 912 0.0 -13 0.004780210855924474 0.004713558161652473 100 GTEX 100 0.0005 0.0 25 912 0.0 -14 0.004576926526605762 0.004536232597658503 100 GTEX 100 0.0005 0.0 25 912 0.0 -15 0.0044101883039575724 0.004389654078340236 100 GTEX 100 0.0005 0.0 25 912 0.0 -16 0.004269938743810499 0.004267190995594281 100 GTEX 100 0.0005 0.0 25 912 0.0 -17 0.004159174278984284 0.004170119351647199 100 GTEX 100 0.0005 0.0 25 912 0.0 -18 0.004067250185192507 0.00409313515466089 100 GTEX 100 0.0005 0.0 25 912 0.0 -19 0.003987502505713756 0.00401018658730807 100 GTEX 100 0.0005 0.0 25 912 0.0 -20 0.003917402285374988 0.00394795839090481 100 GTEX 100 0.0005 0.0 25 912 0.0 -21 0.0038567624163603465 0.003884391537814369 100 GTEX 100 0.0005 0.0 25 912 0.0 -22 0.003797420527397629 0.0038281163986871453 100 GTEX 100 0.0005 0.0 25 912 0.0 -23 0.0037457309558033766 0.003775273765766632 100 GTEX 100 0.0005 0.0 25 912 0.0 -24 0.00369264253568535 0.003720119906263603 100 GTEX 100 0.0005 0.0 25 912 0.0 -25 0.0036408516265640004 0.0036532603285696795 100 GTEX 100 0.0005 0.0 25 912 0.0 -26 0.0035796483911340144 0.0035919143319016627 100 GTEX 100 0.0005 0.0 25 912 0.0 -27 0.0035241151860020596 0.003531303069069132 100 GTEX 100 0.0005 0.0 25 912 0.0 -28 0.003475736646040498 0.0034804755021524067 100 GTEX 100 0.0005 0.0 25 912 0.0 -29 0.0034327480408421185 0.0034397426229536873 100 GTEX 100 0.0005 0.0 25 912 0.0 -30 0.0033946094876685503 0.003403592258054381 100 GTEX 100 0.0005 0.0 25 912 0.0 -31 0.0033617109639769425 0.003380618606138082 100 GTEX 100 0.0005 0.0 25 912 0.0 -32 0.0033334153429385198 0.0033455765903520154 100 GTEX 100 0.0005 0.0 25 912 0.0 -33 0.0033076943201920425 0.0033190284949504265 100 GTEX 100 0.0005 0.0 25 912 0.0 -34 0.003284703002436128 0.003295669115251178 100 GTEX 100 0.0005 0.0 25 912 0.0 -35 0.0032587450727758617 0.0032693341103499267 100 GTEX 100 0.0005 0.0 25 912 0.0 -36 0.0032357642093052206 0.003252035440671693 100 GTEX 100 0.0005 0.0 25 912 0.0 -37 0.0032134273523944674 0.003231488735708957 100 GTEX 100 0.0005 0.0 25 912 0.0 -38 0.0031926453375628722 0.0032076237452333305 100 GTEX 100 0.0005 0.0 25 912 0.0 -39 0.003170842317098149 0.0031867159279098754 100 GTEX 100 0.0005 0.0 25 912 0.0 -40 0.003147673597492437 0.0031613925208086183 100 GTEX 100 0.0005 0.0 25 912 0.0 -41 0.003128773777591116 0.0031457020053038015 100 GTEX 100 0.0005 0.0 25 912 0.0 -42 0.0031118433730155577 0.0031314686422338955 100 GTEX 100 0.0005 0.0 25 912 0.0 -43 0.0030974332064701445 0.0031147383165832593 100 GTEX 100 0.0005 0.0 25 912 0.0 -44 0.0030836198195172498 0.0031021018654193034 100 GTEX 100 0.0005 0.0 25 912 0.0 -45 0.003071016250593363 0.0030969053421863583 100 GTEX 100 0.0005 0.0 25 912 0.0 -46 0.0030573638223640497 0.0030834866331769825 100 GTEX 100 0.0005 0.0 25 912 0.0 -47 0.0030485063570323246 0.0030693144735812914 100 GTEX 100 0.0005 0.0 25 912 0.0 -48 0.003037878603731431 0.0030545468173014574 100 GTEX 100 0.0005 0.0 25 912 0.0 -49 0.0030281777130944545 0.003054219620309402 100 GTEX 100 0.0005 0.0 25 912 0.0 -50 0.003020133281081759 0.003038723070436501 100 GTEX 100 0.0005 0.0 25 912 0.0 -51 0.0030104479727345998 0.003031350527943144 100 GTEX 100 0.0005 0.0 25 912 0.0 -52 0.0030008798440883107 0.003025422414531046 100 GTEX 100 0.0005 0.0 25 912 0.0 -53 0.002995201633606443 0.0030212935393130825 100 GTEX 100 0.0005 0.0 25 912 0.0 -54 0.0029836301150026096 0.0030090036879899156 100 GTEX 100 0.0005 0.0 25 912 0.0 -55 0.0029787770925978835 0.003001108848819148 100 GTEX 100 0.0005 0.0 25 912 0.0 -56 0.0029704323839679562 0.0030041565922064133 100 GTEX 100 0.0005 0.0 25 912 0.0 -57 0.0029633486272508066 0.002989142192988001 100 GTEX 100 0.0005 0.0 25 912 0.0 -58 0.002957420701685763 0.0029851821199866867 100 GTEX 100 0.0005 0.0 25 912 0.0 -59 0.0029511259983299514 0.0029769564523740525 100 GTEX 100 0.0005 0.0 25 912 0.0 -60 0.0029456223386722623 0.002972764830625556 100 GTEX 100 0.0005 0.0 25 912 0.0 -61 0.0029412441920605944 0.002967573298644204 100 GTEX 100 0.0005 0.0 25 912 0.0 -62 0.002935062308223302 0.002965026647525312 100 GTEX 100 0.0005 0.0 25 912 0.0 -63 0.0029316130526837233 0.0029612873413532746 100 GTEX 100 0.0005 0.0 25 912 0.0 -64 0.0029265953199496234 0.0029612400581415727 100 GTEX 100 0.0005 0.0 25 912 0.0 -65 0.00292304106966862 0.002954147031934429 100 GTEX 100 0.0005 0.0 25 912 0.0 -66 0.002918183771635441 0.0029522780304200975 100 GTEX 100 0.0005 0.0 25 912 0.0 -67 0.0029147239119844265 0.002946054801068662 100 GTEX 100 0.0005 0.0 25 912 0.0 -68 0.002911631027933081 0.0029517655498118 100 GTEX 100 0.0005 0.0 25 912 0.0 -69 0.0029088221895936894 0.0029409577425555133 100 GTEX 100 0.0005 0.0 25 912 0.0 -70 0.002904545767199328 0.0029346629368148377 100 GTEX 100 0.0005 0.0 25 912 0.0 -71 0.002902424438056059 0.002932943299256917 100 GTEX 100 0.0005 0.0 25 912 0.0 -72 0.0028994801938795464 0.0029299106349736565 100 GTEX 100 0.0005 0.0 25 912 0.0 -73 0.002894530114027676 0.0029339433369711893 100 GTEX 100 0.0005 0.0 25 912 0.0 -74 0.002894560211059011 0.002931082194508142 100 GTEX 100 0.0005 0.0 25 912 0.0 -75 0.002892481118555334 0.0029275414574636365 100 GTEX 100 0.0005 0.0 25 912 0.0 -76 0.002890970457683266 0.002926442003720387 100 GTEX 100 0.0005 0.0 25 912 0.0 -77 0.0028879686179639225 0.002924582994447405 100 GTEX 100 0.0005 0.0 25 912 0.0 -78 0.002883254010044373 0.002914089289894009 100 GTEX 100 0.0005 0.0 25 912 0.0 -79 0.002883670620380804 0.0029182086376466224 100 GTEX 100 0.0005 0.0 25 912 0.0 -80 0.0028811565836092917 0.0029211775904358452 100 GTEX 100 0.0005 0.0 25 912 0.0 -81 0.002878554396792102 0.0029129869926069287 100 GTEX 100 0.0005 0.0 25 912 0.0 -82 0.0028764306968441025 0.0029148054645598614 100 GTEX 100 0.0005 0.0 25 912 0.0 -83 0.002873758279726427 0.0029042939728076353 100 GTEX 100 0.0005 0.0 25 912 0.0 -84 0.0028734956156982643 0.0029068521043363635 100 GTEX 100 0.0005 0.0 25 912 0.0 -85 0.002870739040816809 0.00290585917813753 100 GTEX 100 0.0005 0.0 25 912 0.0 -86 0.002869601953183256 0.002902915948265349 100 GTEX 100 0.0005 0.0 25 912 0.0 -87 0.0028686961108692535 0.002905483879928013 100 GTEX 100 0.0005 0.0 25 912 0.0 -88 0.0028678894922348963 0.0029069772645292855 100 GTEX 100 0.0005 0.0 25 912 0.0 -89 0.0028653132677437516 0.0029009367665098875 100 GTEX 100 0.0005 0.0 25 912 0.0 -90 0.0028641550119262293 0.0029016179847088375 100 GTEX 100 0.0005 0.0 25 912 0.0 -91 0.002862241192903514 0.002898315050968539 100 GTEX 100 0.0005 0.0 25 912 0.0 -92 0.0028583867961071174 0.002894594951996672 100 GTEX 100 0.0005 0.0 25 912 0.0 -93 0.0028612585291183804 0.0028938145621081267 100 GTEX 100 0.0005 0.0 25 912 0.0 -94 0.0028573144831538933 0.0028969552252838256 100 GTEX 100 0.0005 0.0 25 912 0.0 -95 0.00285498795734178 0.002893109188836507 100 GTEX 100 0.0005 0.0 25 912 0.0 -96 0.0028539018190884063 0.0028878349019391568 100 GTEX 100 0.0005 0.0 25 912 0.0 -97 0.0028521304111121066 0.0028872578201227656 100 GTEX 100 0.0005 0.0 25 912 0.0 -98 0.002851245112370279 0.002890555504992774 100 GTEX 100 0.0005 0.0 25 912 0.0 -99 0.002850429759598624 0.0028806738068523174 100 GTEX 100 0.0005 0.0 25 912 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.0005lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.0005lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index b809c6036..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.0005lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.10238048290786414 0.06776986020429505 50 GTEX 100 0.0005 0.1 25 4382 0.0 -1 0.05814502793310612 0.05295236997957919 50 GTEX 100 0.0005 0.1 25 4382 0.0 -2 0.04883584407498281 0.034618739059952726 50 GTEX 100 0.0005 0.1 25 4382 0.0 -3 0.01380177800357381 0.0070436660673101024 50 GTEX 100 0.0005 0.1 25 4382 0.0 -4 0.007098092285760186 0.0056981756706003224 50 GTEX 100 0.0005 0.1 25 4382 0.0 -5 0.0061932537234273685 0.0050208806334693734 50 GTEX 100 0.0005 0.1 25 4382 0.0 -6 0.005732017526401299 0.0046470224124312174 50 GTEX 100 0.0005 0.1 25 4382 0.0 -7 0.005372514774271471 0.004336188966496901 50 GTEX 100 0.0005 0.1 25 4382 0.0 -8 0.0051482577473330494 0.004160779650489527 50 GTEX 100 0.0005 0.1 25 4382 0.0 -9 0.004977944330295096 0.004004221072264667 50 GTEX 100 0.0005 0.1 25 4382 0.0 -10 0.004865201042525905 0.0038474765991324653 50 GTEX 100 0.0005 0.1 25 4382 0.0 -11 0.004773216144643859 0.0037568125872918805 50 GTEX 100 0.0005 0.1 25 4382 0.0 -12 0.004614296330789698 0.003710880315643045 50 GTEX 100 0.0005 0.1 25 4382 0.0 -13 0.004526588796093246 0.003612265656100225 50 GTEX 100 0.0005 0.1 25 4382 0.0 -14 0.004510082045651274 0.0035719036862976537 50 GTEX 100 0.0005 0.1 25 4382 0.0 -15 0.004472022350448409 0.003586517716403838 50 GTEX 100 0.0005 0.1 25 4382 0.0 -16 0.004393536788044005 0.003481285153009961 50 GTEX 100 0.0005 0.1 25 4382 0.0 -17 0.004414518847782174 0.0034795082417695637 50 GTEX 100 0.0005 0.1 25 4382 0.0 -18 0.004345720594415754 0.003468131265840263 50 GTEX 100 0.0005 0.1 25 4382 0.0 -19 0.004311144840960146 0.0034519343782117157 50 GTEX 100 0.0005 0.1 25 4382 0.0 -20 0.004302616896999273 0.0033897592605555524 50 GTEX 100 0.0005 0.1 25 4382 0.0 -21 0.0042541735332187304 0.0034342947112353866 50 GTEX 100 0.0005 0.1 25 4382 0.0 -22 0.004231611971987475 0.00333520597043472 50 GTEX 100 0.0005 0.1 25 4382 0.0 -23 0.0041723057988323166 0.003306971123254373 50 GTEX 100 0.0005 0.1 25 4382 0.0 -24 0.004119420644957141 0.0032506446268218267 50 GTEX 100 0.0005 0.1 25 4382 0.0 -25 0.0041080065579889935 0.0032486910236815252 50 GTEX 100 0.0005 0.1 25 4382 0.0 -26 0.004118134479726161 0.0032707753793970317 50 GTEX 100 0.0005 0.1 25 4382 0.0 -27 0.004112676495700536 0.0032592453792896618 50 GTEX 100 0.0005 0.1 25 4382 0.0 -28 0.004084712053269692 0.0032400241991002183 50 GTEX 100 0.0005 0.1 25 4382 0.0 -29 0.004101119948645696 0.003215918482543313 50 GTEX 100 0.0005 0.1 25 4382 0.0 -30 0.00403587999777756 0.0032152885853528918 50 GTEX 100 0.0005 0.1 25 4382 0.0 -31 0.004069558331844997 0.0032350758343807533 50 GTEX 100 0.0005 0.1 25 4382 0.0 -32 0.004009884896448029 0.0031772502861782456 50 GTEX 100 0.0005 0.1 25 4382 0.0 -33 0.004024405795225943 0.003152925530873494 50 GTEX 100 0.0005 0.1 25 4382 0.0 -34 0.003989562293686964 0.003142423280638717 50 GTEX 100 0.0005 0.1 25 4382 0.0 -35 0.003963752916937428 0.0031593456154356326 50 GTEX 100 0.0005 0.1 25 4382 0.0 -36 0.003945513040235015 0.0031298888061981746 50 GTEX 100 0.0005 0.1 25 4382 0.0 -37 0.003969397509571516 0.0031182084351197284 50 GTEX 100 0.0005 0.1 25 4382 0.0 -38 0.003944016387248362 0.0031322430205768677 50 GTEX 100 0.0005 0.1 25 4382 0.0 -39 0.003940053104952346 0.0031357594135397967 50 GTEX 100 0.0005 0.1 25 4382 0.0 -40 0.003926745645412268 0.0031396668924889865 50 GTEX 100 0.0005 0.1 25 4382 0.0 -41 0.003876946793173228 0.003118630422070311 50 GTEX 100 0.0005 0.1 25 4382 0.0 -42 0.0038708251158431294 0.0031020297180195497 50 GTEX 100 0.0005 0.1 25 4382 0.0 -43 0.003897519386321813 0.003102490162306922 50 GTEX 100 0.0005 0.1 25 4382 0.0 -44 0.003905354125060836 0.0030955868390718116 50 GTEX 100 0.0005 0.1 25 4382 0.0 -45 0.003895808473732895 0.0031134254217657755 50 GTEX 100 0.0005 0.1 25 4382 0.0 -46 0.003906559550541894 0.0031224583734195156 50 GTEX 100 0.0005 0.1 25 4382 0.0 -47 0.003876561418246921 0.0031028372946482136 50 GTEX 100 0.0005 0.1 25 4382 0.0 -48 0.003838302232336882 0.0031059675645472716 50 GTEX 100 0.0005 0.1 25 4382 0.0 -49 0.0038486457421907016 0.003138332648517939 50 GTEX 100 0.0005 0.1 25 4382 0.0 -50 0.003880746215031974 0.0030792296156747544 50 GTEX 100 0.0005 0.1 25 4382 0.0 -51 0.0038791227056451548 0.0030684920865334145 50 GTEX 100 0.0005 0.1 25 4382 0.0 -52 0.003891574439378299 0.0031193234699250626 50 GTEX 100 0.0005 0.1 25 4382 0.0 -53 0.003909305403802162 0.003038456419592603 50 GTEX 100 0.0005 0.1 25 4382 0.0 -54 0.0038508205734401097 0.0030908547877422587 50 GTEX 100 0.0005 0.1 25 4382 0.0 -55 0.003863268346027259 0.00305388840543949 50 GTEX 100 0.0005 0.1 25 4382 0.0 -56 0.0038602631309891033 0.0030789740583700032 50 GTEX 100 0.0005 0.1 25 4382 0.0 -57 0.0038526400405928547 0.003056394673721022 50 GTEX 100 0.0005 0.1 25 4382 0.0 -58 0.003898222792880466 0.0030758081348400434 50 GTEX 100 0.0005 0.1 25 4382 0.0 -59 0.0038695253622744227 0.0030650908212414714 50 GTEX 100 0.0005 0.1 25 4382 0.0 -60 0.0038897120258546093 0.0030643066613556032 50 GTEX 100 0.0005 0.1 25 4382 0.0 -61 0.0038531131564695682 0.0030632716083028016 50 GTEX 100 0.0005 0.1 25 4382 0.0 -62 0.0038216388185487006 0.0030774001617289146 50 GTEX 100 0.0005 0.1 25 4382 0.0 -63 0.0038555355883890404 0.0030576273287246324 50 GTEX 100 0.0005 0.1 25 4382 0.0 -64 0.003820890446482839 0.0031017948675921944 50 GTEX 100 0.0005 0.1 25 4382 0.0 -65 0.0038286409042179474 0.0030338591085959355 50 GTEX 100 0.0005 0.1 25 4382 0.0 -66 0.0038264698068175224 0.0030457474957060904 50 GTEX 100 0.0005 0.1 25 4382 0.0 -67 0.0038417551269158807 0.003057992651955908 50 GTEX 100 0.0005 0.1 25 4382 0.0 -68 0.0038213011615090067 0.0030715953635703417 50 GTEX 100 0.0005 0.1 25 4382 0.0 -69 0.003802667267281561 0.0030610200023002384 50 GTEX 100 0.0005 0.1 25 4382 0.0 -70 0.003845375735504336 0.0030545181729352746 50 GTEX 100 0.0005 0.1 25 4382 0.0 -71 0.0038144185173205124 0.0030594191561761123 50 GTEX 100 0.0005 0.1 25 4382 0.0 -72 0.0038282950633299227 0.003074523081432872 50 GTEX 100 0.0005 0.1 25 4382 0.0 -73 0.003853007104804418 0.0030985176660644578 50 GTEX 100 0.0005 0.1 25 4382 0.0 -74 0.0037899099295683226 0.0031054141123853483 50 GTEX 100 0.0005 0.1 25 4382 0.0 -75 0.003838783556237751 0.0030356459930439977 50 GTEX 100 0.0005 0.1 25 4382 0.0 -76 0.0037768960573204948 0.003047516940873357 50 GTEX 100 0.0005 0.1 25 4382 0.0 -77 0.0038866452606204234 0.003067908649679854 50 GTEX 100 0.0005 0.1 25 4382 0.0 -78 0.0038327916259542415 0.0030834789298467705 50 GTEX 100 0.0005 0.1 25 4382 0.0 -79 0.0037538079501419795 0.003042689225363754 50 GTEX 100 0.0005 0.1 25 4382 0.0 -80 0.0038463850368907846 0.003030149569334781 50 GTEX 100 0.0005 0.1 25 4382 0.0 -81 0.0038133162879537045 0.0030270893340965752 50 GTEX 100 0.0005 0.1 25 4382 0.0 -82 0.003810333111134043 0.0030506921245118056 50 GTEX 100 0.0005 0.1 25 4382 0.0 -83 0.003830051733227314 0.003068839437983392 50 GTEX 100 0.0005 0.1 25 4382 0.0 -84 0.0038213076192330406 0.0030326471963238693 50 GTEX 100 0.0005 0.1 25 4382 0.0 -85 0.0038056883004652297 0.003016244449666896 50 GTEX 100 0.0005 0.1 25 4382 0.0 -86 0.0037955982119737843 0.003036630702003157 50 GTEX 100 0.0005 0.1 25 4382 0.0 -87 0.0038053021903282688 0.0030469592402161527 50 GTEX 100 0.0005 0.1 25 4382 0.0 -88 0.003792931081516033 0.003013397762622727 50 GTEX 100 0.0005 0.1 25 4382 0.0 -89 0.003785446789983341 0.003014923653657417 50 GTEX 100 0.0005 0.1 25 4382 0.0 -90 0.0037937593530559346 0.0030177856818507267 50 GTEX 100 0.0005 0.1 25 4382 0.0 -91 0.003823760832731026 0.0030115880784773383 50 GTEX 100 0.0005 0.1 25 4382 0.0 -92 0.003826188103971605 0.0030108861830581276 50 GTEX 100 0.0005 0.1 25 4382 0.0 -93 0.0037794316374808253 0.0030392433508713607 50 GTEX 100 0.0005 0.1 25 4382 0.0 -94 0.003794435381023047 0.0030510212262001724 50 GTEX 100 0.0005 0.1 25 4382 0.0 -95 0.003826392912720545 0.0030626839428729317 50 GTEX 100 0.0005 0.1 25 4382 0.0 -96 0.003797304523384526 0.0030181427422500155 50 GTEX 100 0.0005 0.1 25 4382 0.0 -97 0.003856373389581187 0.0030405143282053984 50 GTEX 100 0.0005 0.1 25 4382 0.0 -98 0.003818326001225237 0.003010425637847967 50 GTEX 100 0.0005 0.1 25 4382 0.0 -99 0.003794292920124755 0.0030253469087927116 50 GTEX 100 0.0005 0.1 25 4382 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.0005lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.0005lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index a4e6988c3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.0005lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.10219098499206702 0.06681149278700126 50 GTEX 100 0.0005 0.5 25 2743 0.0 -1 0.06203033205692728 0.05726394178381211 50 GTEX 100 0.0005 0.5 25 2743 0.0 -2 0.0553802892678269 0.05125610325697937 50 GTEX 100 0.0005 0.5 25 2743 0.0 -3 0.03919360074485662 0.014491534565253176 50 GTEX 100 0.0005 0.5 25 2743 0.0 -4 0.011190299508551903 0.008215604643886307 50 GTEX 100 0.0005 0.5 25 2743 0.0 -5 0.009063208348705956 0.007560682930972979 50 GTEX 100 0.0005 0.5 25 2743 0.0 -6 0.008494704036455076 0.006948262200772252 50 GTEX 100 0.0005 0.5 25 2743 0.0 -7 0.008102222751421527 0.006704813520115988 50 GTEX 100 0.0005 0.5 25 2743 0.0 -8 0.0077932510515937616 0.006416371900467875 50 GTEX 100 0.0005 0.5 25 2743 0.0 -9 0.007615891309982134 0.006174717492427493 50 GTEX 100 0.0005 0.5 25 2743 0.0 -10 0.007412021019247822 0.006023413431742175 50 GTEX 100 0.0005 0.5 25 2743 0.0 -11 0.007296080536470627 0.006110175663229971 50 GTEX 100 0.0005 0.5 25 2743 0.0 -12 0.007200989665726624 0.005876632969465263 50 GTEX 100 0.0005 0.5 25 2743 0.0 -13 0.007138431334947364 0.0058717162396135555 50 GTEX 100 0.0005 0.5 25 2743 0.0 -14 0.007035874293963037 0.005622955063931616 50 GTEX 100 0.0005 0.5 25 2743 0.0 -15 0.006989789779464361 0.005656585439033948 50 GTEX 100 0.0005 0.5 25 2743 0.0 -16 0.0069604727370325865 0.0057281209589708105 50 GTEX 100 0.0005 0.5 25 2743 0.0 -17 0.006842703115814016 0.005590766211511291 50 GTEX 100 0.0005 0.5 25 2743 0.0 -18 0.006831762890385652 0.005625473132654458 50 GTEX 100 0.0005 0.5 25 2743 0.0 -19 0.006816245813906079 0.005560732551960154 50 GTEX 100 0.0005 0.5 25 2743 0.0 -20 0.006815923731778027 0.005513686082988071 50 GTEX 100 0.0005 0.5 25 2743 0.0 -21 0.006796316946208874 0.005564493436132603 50 GTEX 100 0.0005 0.5 25 2743 0.0 -22 0.006764628259655751 0.00550084068535512 50 GTEX 100 0.0005 0.5 25 2743 0.0 -23 0.006681377694618303 0.00544636202586581 50 GTEX 100 0.0005 0.5 25 2743 0.0 -24 0.0068217452271282985 0.005477441554471227 50 GTEX 100 0.0005 0.5 25 2743 0.0 -25 0.0067510563124975045 0.005457238876703461 50 GTEX 100 0.0005 0.5 25 2743 0.0 -26 0.006760284165466434 0.005355454436875171 50 GTEX 100 0.0005 0.5 25 2743 0.0 -27 0.0066753730472121 0.005375763630678615 50 GTEX 100 0.0005 0.5 25 2743 0.0 -28 0.006680195308254515 0.005330412442346206 50 GTEX 100 0.0005 0.5 25 2743 0.0 -29 0.006638499572934108 0.005204946536592034 50 GTEX 100 0.0005 0.5 25 2743 0.0 -30 0.006572776525213982 0.0051698269828899055 50 GTEX 100 0.0005 0.5 25 2743 0.0 -31 0.006575185048263164 0.0052890929264218295 50 GTEX 100 0.0005 0.5 25 2743 0.0 -32 0.006531719971470612 0.005268921436451574 50 GTEX 100 0.0005 0.5 25 2743 0.0 -33 0.006536685663370944 0.00507952210921865 50 GTEX 100 0.0005 0.5 25 2743 0.0 -34 0.006526876757047528 0.0051750054807816505 50 GTEX 100 0.0005 0.5 25 2743 0.0 -35 0.00649863408138267 0.005172778534465699 50 GTEX 100 0.0005 0.5 25 2743 0.0 -36 0.006449853140910771 0.005101868451640236 50 GTEX 100 0.0005 0.5 25 2743 0.0 -37 0.006501612742955312 0.005201665506637991 50 GTEX 100 0.0005 0.5 25 2743 0.0 -38 0.006512781623865041 0.00520004270449564 50 GTEX 100 0.0005 0.5 25 2743 0.0 -39 0.00648093256586656 0.00508805462548743 50 GTEX 100 0.0005 0.5 25 2743 0.0 -40 0.006467226715731881 0.0051597065235640385 50 GTEX 100 0.0005 0.5 25 2743 0.0 -41 0.00641923230894959 0.005050206391367452 50 GTEX 100 0.0005 0.5 25 2743 0.0 -42 0.006429397002876976 0.0051409427046478365 50 GTEX 100 0.0005 0.5 25 2743 0.0 -43 0.006424662350248331 0.005077947518954712 50 GTEX 100 0.0005 0.5 25 2743 0.0 -44 0.00643198599778584 0.005015698521833569 50 GTEX 100 0.0005 0.5 25 2743 0.0 -45 0.0064451898787762085 0.005087699101062159 50 GTEX 100 0.0005 0.5 25 2743 0.0 -46 0.0064771642258780945 0.005109825173300822 50 GTEX 100 0.0005 0.5 25 2743 0.0 -47 0.0064146101006592095 0.0051260399012454565 50 GTEX 100 0.0005 0.5 25 2743 0.0 -48 0.006454449325636245 0.005126918332311307 50 GTEX 100 0.0005 0.5 25 2743 0.0 -49 0.006365738506357575 0.005138958061553056 50 GTEX 100 0.0005 0.5 25 2743 0.0 -50 0.0064186579158746655 0.0051216979390683055 50 GTEX 100 0.0005 0.5 25 2743 0.0 -51 0.006447979683585538 0.005004904831373646 50 GTEX 100 0.0005 0.5 25 2743 0.0 -52 0.006399352539325212 0.005091567305111443 50 GTEX 100 0.0005 0.5 25 2743 0.0 -53 0.006402165137091263 0.004971080140065501 50 GTEX 100 0.0005 0.5 25 2743 0.0 -54 0.006412665186633061 0.004970926205369116 50 GTEX 100 0.0005 0.5 25 2743 0.0 -55 0.006432499746975292 0.005142442032184891 50 GTEX 100 0.0005 0.5 25 2743 0.0 -56 0.006393942449057324 0.004955942941716245 50 GTEX 100 0.0005 0.5 25 2743 0.0 -57 0.006376720676962981 0.004938176287755993 50 GTEX 100 0.0005 0.5 25 2743 0.0 -58 0.006399907001782237 0.005117616894169792 50 GTEX 100 0.0005 0.5 25 2743 0.0 -59 0.006374163052976742 0.0050043729744752435 50 GTEX 100 0.0005 0.5 25 2743 0.0 -60 0.006439394224553142 0.005004009966713734 50 GTEX 100 0.0005 0.5 25 2743 0.0 -61 0.006345296928219736 0.004955723734763752 50 GTEX 100 0.0005 0.5 25 2743 0.0 -62 0.0063896542765240275 0.005022121941274166 50 GTEX 100 0.0005 0.5 25 2743 0.0 -63 0.006370733342250234 0.005020118568149243 50 GTEX 100 0.0005 0.5 25 2743 0.0 -64 0.0063386293678741506 0.0050943674486017155 50 GTEX 100 0.0005 0.5 25 2743 0.0 -65 0.006334327170116727 0.005028614340555419 50 GTEX 100 0.0005 0.5 25 2743 0.0 -66 0.006294713534841325 0.004900043164539247 50 GTEX 100 0.0005 0.5 25 2743 0.0 -67 0.00631170447159677 0.0049646686410226865 50 GTEX 100 0.0005 0.5 25 2743 0.0 -68 0.0062464873383284636 0.004911437445628269 50 GTEX 100 0.0005 0.5 25 2743 0.0 -69 0.00626141503144355 0.004967689510619005 50 GTEX 100 0.0005 0.5 25 2743 0.0 -70 0.006288032662642865 0.0048353707235476474 50 GTEX 100 0.0005 0.5 25 2743 0.0 -71 0.006256091854712808 0.004889076396808765 50 GTEX 100 0.0005 0.5 25 2743 0.0 -72 0.0062876318347169806 0.004778841464380121 50 GTEX 100 0.0005 0.5 25 2743 0.0 -73 0.006211244376629884 0.00479745120341277 50 GTEX 100 0.0005 0.5 25 2743 0.0 -74 0.006270631955464545 0.004890962255969927 50 GTEX 100 0.0005 0.5 25 2743 0.0 -75 0.006235680555379969 0.00508744903121271 50 GTEX 100 0.0005 0.5 25 2743 0.0 -76 0.006259775815124926 0.004960553703772987 50 GTEX 100 0.0005 0.5 25 2743 0.0 -77 0.006236054650403097 0.004981617444148818 50 GTEX 100 0.0005 0.5 25 2743 0.0 -78 0.006268545086363263 0.005160492901538035 50 GTEX 100 0.0005 0.5 25 2743 0.0 -79 0.0062337474522889255 0.004876898455578735 50 GTEX 100 0.0005 0.5 25 2743 0.0 -80 0.006213028738592924 0.004759336570313221 50 GTEX 100 0.0005 0.5 25 2743 0.0 -81 0.006270908204903758 0.004991901405474362 50 GTEX 100 0.0005 0.5 25 2743 0.0 -82 0.006218940473611313 0.0048418994160801055 50 GTEX 100 0.0005 0.5 25 2743 0.0 -83 0.006286765980863126 0.00479929903150313 50 GTEX 100 0.0005 0.5 25 2743 0.0 -84 0.00624873203955283 0.0048132774104920175 50 GTEX 100 0.0005 0.5 25 2743 0.0 -85 0.0062542289915630675 0.004892363678663969 50 GTEX 100 0.0005 0.5 25 2743 0.0 -86 0.0062704000840821585 0.004965449110587117 50 GTEX 100 0.0005 0.5 25 2743 0.0 -87 0.0062672597674582695 0.004924813736966694 50 GTEX 100 0.0005 0.5 25 2743 0.0 -88 0.0062774265204378525 0.00497681608409426 50 GTEX 100 0.0005 0.5 25 2743 0.0 -89 0.006239132035808549 0.0047727774495804265 50 GTEX 100 0.0005 0.5 25 2743 0.0 -90 0.006264136735539955 0.0049043411022484185 50 GTEX 100 0.0005 0.5 25 2743 0.0 -91 0.006243517722448902 0.004834704169252809 50 GTEX 100 0.0005 0.5 25 2743 0.0 -92 0.00623960604092764 0.00488672571472767 50 GTEX 100 0.0005 0.5 25 2743 0.0 -93 0.006261692769011695 0.0048387143238599875 50 GTEX 100 0.0005 0.5 25 2743 0.0 -94 0.006248409223984885 0.004893941796799067 50 GTEX 100 0.0005 0.5 25 2743 0.0 -95 0.006281830682818154 0.004823479465007102 50 GTEX 100 0.0005 0.5 25 2743 0.0 -96 0.006211588497123994 0.004954870487474783 50 GTEX 100 0.0005 0.5 25 2743 0.0 -97 0.006211945195735961 0.004782295406941225 50 GTEX 100 0.0005 0.5 25 2743 0.0 -98 0.006195838209827948 0.00484863886549474 50 GTEX 100 0.0005 0.5 25 2743 0.0 -99 0.00627409547417443 0.00485491477831235 50 GTEX 100 0.0005 0.5 25 2743 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.0005lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.0005lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 7c24badce..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.0005lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.10002940529419299 0.06447732429455669 50 GTEX 100 0.0005 0.0 25 236 0.0 -1 0.057408242407618375 0.05358856575768937 50 GTEX 100 0.0005 0.0 25 236 0.0 -2 0.05157400216949368 0.04989733842304224 50 GTEX 100 0.0005 0.0 25 236 0.0 -3 0.04778711661402094 0.04552184614023555 50 GTEX 100 0.0005 0.0 25 236 0.0 -4 0.02863209679611818 0.008358986757893979 50 GTEX 100 0.0005 0.0 25 236 0.0 -5 0.006861463664181226 0.005851069884020623 50 GTEX 100 0.0005 0.0 25 236 0.0 -6 0.005316822555770438 0.004911604865025658 50 GTEX 100 0.0005 0.0 25 236 0.0 -7 0.0046359105968755985 0.004441237912828478 50 GTEX 100 0.0005 0.0 25 236 0.0 -8 0.004256048437330513 0.004127539510612054 50 GTEX 100 0.0005 0.0 25 236 0.0 -9 0.003982843463059727 0.003927996779168768 50 GTEX 100 0.0005 0.0 25 236 0.0 -10 0.0038032423591435435 0.0037797843185766906 50 GTEX 100 0.0005 0.0 25 236 0.0 -11 0.003655468335582172 0.0036346443247991995 50 GTEX 100 0.0005 0.0 25 236 0.0 -12 0.003520462691814008 0.0035183944052418147 50 GTEX 100 0.0005 0.0 25 236 0.0 -13 0.0034180007425585555 0.0034411322775194176 50 GTEX 100 0.0005 0.0 25 236 0.0 -14 0.00333810718633192 0.0033541761990282474 50 GTEX 100 0.0005 0.0 25 236 0.0 -15 0.0032697968672448655 0.0032912312786381676 50 GTEX 100 0.0005 0.0 25 236 0.0 -16 0.0032096122401802187 0.003231050018150317 50 GTEX 100 0.0005 0.0 25 236 0.0 -17 0.0031553668840528103 0.003185836545159835 50 GTEX 100 0.0005 0.0 25 236 0.0 -18 0.0031079151260133254 0.003145016831639772 50 GTEX 100 0.0005 0.0 25 236 0.0 -19 0.003066414907662011 0.0031034013516705187 50 GTEX 100 0.0005 0.0 25 236 0.0 -20 0.003023940807153722 0.0030590741755263775 50 GTEX 100 0.0005 0.0 25 236 0.0 -21 0.0029842781708285084 0.003021979859867222 50 GTEX 100 0.0005 0.0 25 236 0.0 -22 0.002953298442173732 0.0029897444360064405 50 GTEX 100 0.0005 0.0 25 236 0.0 -23 0.002927710764588981 0.0029625764170647406 50 GTEX 100 0.0005 0.0 25 236 0.0 -24 0.0029049709765786537 0.0029521661030638526 50 GTEX 100 0.0005 0.0 25 236 0.0 -25 0.002885442448986923 0.002917514680158843 50 GTEX 100 0.0005 0.0 25 236 0.0 -26 0.002867031427964236 0.0028984201518719582 50 GTEX 100 0.0005 0.0 25 236 0.0 -27 0.0028433044007404326 0.0028784998556237824 50 GTEX 100 0.0005 0.0 25 236 0.0 -28 0.002811545460104503 0.0028449339462805383 50 GTEX 100 0.0005 0.0 25 236 0.0 -29 0.0027862871894796873 0.0028107070378222618 50 GTEX 100 0.0005 0.0 25 236 0.0 -30 0.002762449685283681 0.002794632353525991 50 GTEX 100 0.0005 0.0 25 236 0.0 -31 0.002743146879020246 0.002770472689754836 50 GTEX 100 0.0005 0.0 25 236 0.0 -32 0.0027287620347195077 0.002760071972714376 50 GTEX 100 0.0005 0.0 25 236 0.0 -33 0.0027174431978158942 0.002756342642405867 50 GTEX 100 0.0005 0.0 25 236 0.0 -34 0.002701738582438229 0.0027379710346764883 50 GTEX 100 0.0005 0.0 25 236 0.0 -35 0.0026886349846827824 0.0027310929372694214 50 GTEX 100 0.0005 0.0 25 236 0.0 -36 0.0026787354289073495 0.002713904411092882 50 GTEX 100 0.0005 0.0 25 236 0.0 -37 0.0026671636713981733 0.0027083084792847755 50 GTEX 100 0.0005 0.0 25 236 0.0 -38 0.00265992943749278 0.002701534703728024 50 GTEX 100 0.0005 0.0 25 236 0.0 -39 0.002651614892592899 0.002688026864403866 50 GTEX 100 0.0005 0.0 25 236 0.0 -40 0.0026447791867375255 0.002692286118585262 50 GTEX 100 0.0005 0.0 25 236 0.0 -41 0.0026368985082277346 0.0026747052736594535 50 GTEX 100 0.0005 0.0 25 236 0.0 -42 0.0026302100842201014 0.0026737007156666013 50 GTEX 100 0.0005 0.0 25 236 0.0 -43 0.002621801101543687 0.0026626912606950892 50 GTEX 100 0.0005 0.0 25 236 0.0 -44 0.002615716331891713 0.0026516592955153026 50 GTEX 100 0.0005 0.0 25 236 0.0 -45 0.002611091840375552 0.0026536511072265726 50 GTEX 100 0.0005 0.0 25 236 0.0 -46 0.0026056198465953745 0.002645409094548639 50 GTEX 100 0.0005 0.0 25 236 0.0 -47 0.0026021703476251726 0.0026469918737230475 50 GTEX 100 0.0005 0.0 25 236 0.0 -48 0.002598472007172438 0.002645053491775414 50 GTEX 100 0.0005 0.0 25 236 0.0 -49 0.002596767389594177 0.002632571100133397 50 GTEX 100 0.0005 0.0 25 236 0.0 -50 0.002591823408321322 0.002646102500059589 50 GTEX 100 0.0005 0.0 25 236 0.0 -51 0.002591417639845754 0.002634454850096808 50 GTEX 100 0.0005 0.0 25 236 0.0 -52 0.0025867387449054623 0.0026400322568188544 50 GTEX 100 0.0005 0.0 25 236 0.0 -53 0.0025854629161056897 0.002629190549243794 50 GTEX 100 0.0005 0.0 25 236 0.0 -54 0.0025832758095387727 0.002629615060149377 50 GTEX 100 0.0005 0.0 25 236 0.0 -55 0.002579677781538537 0.0026277723764653667 50 GTEX 100 0.0005 0.0 25 236 0.0 -56 0.002576957940751317 0.002624450540506483 50 GTEX 100 0.0005 0.0 25 236 0.0 -57 0.002575599289194947 0.0026206319373518853 50 GTEX 100 0.0005 0.0 25 236 0.0 -58 0.0025738525159156858 0.002613856933015919 50 GTEX 100 0.0005 0.0 25 236 0.0 -59 0.002568112209424915 0.002614875608247779 50 GTEX 100 0.0005 0.0 25 236 0.0 -60 0.0025543722488754203 0.0025859543139171636 50 GTEX 100 0.0005 0.0 25 236 0.0 -61 0.0025326081860904564 0.0025681145754802136 50 GTEX 100 0.0005 0.0 25 236 0.0 -62 0.0025160884426065986 0.002559034538033911 50 GTEX 100 0.0005 0.0 25 236 0.0 -63 0.002502227528148628 0.002543574811699499 50 GTEX 100 0.0005 0.0 25 236 0.0 -64 0.00248360625232388 0.002524348765969305 50 GTEX 100 0.0005 0.0 25 236 0.0 -65 0.0024592252343677017 0.002507156456073484 50 GTEX 100 0.0005 0.0 25 236 0.0 -66 0.002446510726696165 0.002498904545879976 50 GTEX 100 0.0005 0.0 25 236 0.0 -67 0.002438764827936066 0.0024933408172942784 50 GTEX 100 0.0005 0.0 25 236 0.0 -68 0.0024316148032695276 0.002483002437781472 50 GTEX 100 0.0005 0.0 25 236 0.0 -69 0.0024297984029540524 0.0024878955742755034 50 GTEX 100 0.0005 0.0 25 236 0.0 -70 0.0024276616078993973 0.00247585212372725 50 GTEX 100 0.0005 0.0 25 236 0.0 -71 0.002424838339544544 0.0024751006800879656 50 GTEX 100 0.0005 0.0 25 236 0.0 -72 0.0024207090164372527 0.002472707485167501 50 GTEX 100 0.0005 0.0 25 236 0.0 -73 0.002422544867075957 0.002473405743825175 50 GTEX 100 0.0005 0.0 25 236 0.0 -74 0.002418874827363805 0.0024770731279031575 50 GTEX 100 0.0005 0.0 25 236 0.0 -75 0.002415756486932543 0.0024683215179987 50 GTEX 100 0.0005 0.0 25 236 0.0 -76 0.002413642649589282 0.0024725845975078955 50 GTEX 100 0.0005 0.0 25 236 0.0 -77 0.002412672524547138 0.0024625534163398434 50 GTEX 100 0.0005 0.0 25 236 0.0 -78 0.002412415261417659 0.0024639665655536796 50 GTEX 100 0.0005 0.0 25 236 0.0 -79 0.002410034709070946 0.0024586744170933396 50 GTEX 100 0.0005 0.0 25 236 0.0 -80 0.0024098857367723893 0.0024705559662419295 50 GTEX 100 0.0005 0.0 25 236 0.0 -81 0.0024080462178275 0.0024626009053809166 50 GTEX 100 0.0005 0.0 25 236 0.0 -82 0.0024088826283810163 0.0024616023093575307 50 GTEX 100 0.0005 0.0 25 236 0.0 -83 0.002405580275991993 0.0024602805930915724 50 GTEX 100 0.0005 0.0 25 236 0.0 -84 0.0024044804129046346 0.0024465893425344855 50 GTEX 100 0.0005 0.0 25 236 0.0 -85 0.0024030053279499065 0.0024574373790307302 50 GTEX 100 0.0005 0.0 25 236 0.0 -86 0.002400868748042867 0.0024593789272095313 50 GTEX 100 0.0005 0.0 25 236 0.0 -87 0.0023996795038119614 0.002449132163013852 50 GTEX 100 0.0005 0.0 25 236 0.0 -88 0.0023985028407854493 0.002446615738712761 50 GTEX 100 0.0005 0.0 25 236 0.0 -89 0.0023989497569678964 0.0024489677890058704 50 GTEX 100 0.0005 0.0 25 236 0.0 -90 0.0023972251059691495 0.0024434796347682975 50 GTEX 100 0.0005 0.0 25 236 0.0 -91 0.0023977792793000476 0.002447779697610398 50 GTEX 100 0.0005 0.0 25 236 0.0 -92 0.0023984910293707623 0.0024418264198977457 50 GTEX 100 0.0005 0.0 25 236 0.0 -93 0.0023945197206029114 0.00244373756508651 50 GTEX 100 0.0005 0.0 25 236 0.0 -94 0.00239521036323664 0.0024488603159742777 50 GTEX 100 0.0005 0.0 25 236 0.0 -95 0.002393876462583582 0.002442547499942292 50 GTEX 100 0.0005 0.0 25 236 0.0 -96 0.0023936816455082744 0.002437538551007302 50 GTEX 100 0.0005 0.0 25 236 0.0 -97 0.002393267677419672 0.0024448787499601623 50 GTEX 100 0.0005 0.0 25 236 0.0 -98 0.0023912328584855527 0.00244512498739951 50 GTEX 100 0.0005 0.0 25 236 0.0 -99 0.0023908848101333187 0.002438615817229614 50 GTEX 100 0.0005 0.0 25 236 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.001lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.001lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 288772a63..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.001lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.11217104651846856 0.07607045452404385 100 GTEX 100 0.001 0.1 25 8026 0.0 -1 0.05185293793808927 0.025450254553227823 100 GTEX 100 0.001 0.1 25 8026 0.0 -2 0.01448007484783265 0.008368696441994308 100 GTEX 100 0.001 0.1 25 8026 0.0 -3 0.00812752080605723 0.00676803809268393 100 GTEX 100 0.001 0.1 25 8026 0.0 -4 0.0072253907852530405 0.006190612336741087 100 GTEX 100 0.001 0.1 25 8026 0.0 -5 0.006809771328427081 0.005867398937123017 100 GTEX 100 0.001 0.1 25 8026 0.0 -6 0.006513061070022017 0.005609032798898424 100 GTEX 100 0.001 0.1 25 8026 0.0 -7 0.006294962133335925 0.005339666478647478 100 GTEX 100 0.001 0.1 25 8026 0.0 -8 0.006057995430250801 0.005029524619843343 100 GTEX 100 0.001 0.1 25 8026 0.0 -9 0.005802040489563043 0.0047645330032468295 100 GTEX 100 0.001 0.1 25 8026 0.0 -10 0.005584309721552288 0.004606512970089232 100 GTEX 100 0.001 0.1 25 8026 0.0 -11 0.005407587661436122 0.004509041829480871 100 GTEX 100 0.001 0.1 25 8026 0.0 -12 0.00537971397701486 0.004477240704708226 100 GTEX 100 0.001 0.1 25 8026 0.0 -13 0.005277038708530281 0.004411915715557201 100 GTEX 100 0.001 0.1 25 8026 0.0 -14 0.00522539779482687 0.00440627331013292 100 GTEX 100 0.001 0.1 25 8026 0.0 -15 0.00522421732511648 0.004324102584810878 100 GTEX 100 0.001 0.1 25 8026 0.0 -16 0.005099721891966669 0.004313649094447551 100 GTEX 100 0.001 0.1 25 8026 0.0 -17 0.005067521891071393 0.004279976517684446 100 GTEX 100 0.001 0.1 25 8026 0.0 -18 0.005046190551870823 0.00423239542617544 100 GTEX 100 0.001 0.1 25 8026 0.0 -19 0.004996884749594139 0.004254671849466209 100 GTEX 100 0.001 0.1 25 8026 0.0 -20 0.004989521881984336 0.004251205985622035 100 GTEX 100 0.001 0.1 25 8026 0.0 -21 0.005006426815964691 0.0042246651088556865 100 GTEX 100 0.001 0.1 25 8026 0.0 -22 0.004950552809780051 0.004237311837323605 100 GTEX 100 0.001 0.1 25 8026 0.0 -23 0.004928811628785048 0.004141180372368473 100 GTEX 100 0.001 0.1 25 8026 0.0 -24 0.004952414320608489 0.004179667385769548 100 GTEX 100 0.001 0.1 25 8026 0.0 -25 0.004922729078463851 0.004118615816287101 100 GTEX 100 0.001 0.1 25 8026 0.0 -26 0.004906107476529069 0.004144853025235718 100 GTEX 100 0.001 0.1 25 8026 0.0 -27 0.004833572491526515 0.004109314348931095 100 GTEX 100 0.001 0.1 25 8026 0.0 -28 0.004897210909421805 0.004184224784459224 100 GTEX 100 0.001 0.1 25 8026 0.0 -29 0.004839362560667029 0.004136193538360836 100 GTEX 100 0.001 0.1 25 8026 0.0 -30 0.004863336782072582 0.004083707969380762 100 GTEX 100 0.001 0.1 25 8026 0.0 -31 0.0048915075477213845 0.0041091122023562965 100 GTEX 100 0.001 0.1 25 8026 0.0 -32 0.004843713958316111 0.004100586337253394 100 GTEX 100 0.001 0.1 25 8026 0.0 -33 0.004807069562928417 0.004110949931970794 100 GTEX 100 0.001 0.1 25 8026 0.0 -34 0.0048263743133166595 0.00407449956611507 100 GTEX 100 0.001 0.1 25 8026 0.0 -35 0.004842510126939186 0.004040806154107866 100 GTEX 100 0.001 0.1 25 8026 0.0 -36 0.004876572550162776 0.004053725756548996 100 GTEX 100 0.001 0.1 25 8026 0.0 -37 0.004826724350665308 0.0040849155831387965 100 GTEX 100 0.001 0.1 25 8026 0.0 -38 0.004836470055876604 0.004053549455060932 100 GTEX 100 0.001 0.1 25 8026 0.0 -39 0.004758006675097844 0.00405984149781895 100 GTEX 100 0.001 0.1 25 8026 0.0 -40 0.004864061705040522 0.0040640989769986716 100 GTEX 100 0.001 0.1 25 8026 0.0 -41 0.004805300397450366 0.004039681238607422 100 GTEX 100 0.001 0.1 25 8026 0.0 -42 0.0048042195139340075 0.0040525414170024514 100 GTEX 100 0.001 0.1 25 8026 0.0 -43 0.004851649386704588 0.004049299869990904 100 GTEX 100 0.001 0.1 25 8026 0.0 -44 0.004759542311612468 0.004062232746434586 100 GTEX 100 0.001 0.1 25 8026 0.0 -45 0.004786925463160743 0.004012271666283164 100 GTEX 100 0.001 0.1 25 8026 0.0 -46 0.004812876587412725 0.00402110480409498 100 GTEX 100 0.001 0.1 25 8026 0.0 -47 0.004781413805314228 0.00401664640889025 100 GTEX 100 0.001 0.1 25 8026 0.0 -48 0.004765988248862264 0.003996478334359626 100 GTEX 100 0.001 0.1 25 8026 0.0 -49 0.004765255415259854 0.004002489070779867 100 GTEX 100 0.001 0.1 25 8026 0.0 -50 0.004736052585911906 0.003991558459966299 100 GTEX 100 0.001 0.1 25 8026 0.0 -51 0.004768382486237702 0.004040468791358088 100 GTEX 100 0.001 0.1 25 8026 0.0 -52 0.004773284096416002 0.004049786670175966 100 GTEX 100 0.001 0.1 25 8026 0.0 -53 0.004757344725453134 0.0040485981715481885 100 GTEX 100 0.001 0.1 25 8026 0.0 -54 0.0047525908071278196 0.0040055504201525404 100 GTEX 100 0.001 0.1 25 8026 0.0 -55 0.004737216222264346 0.004012184367185819 100 GTEX 100 0.001 0.1 25 8026 0.0 -56 0.004763690377598871 0.004024340761400505 100 GTEX 100 0.001 0.1 25 8026 0.0 -57 0.0047911683342830675 0.004030225028287435 100 GTEX 100 0.001 0.1 25 8026 0.0 -58 0.004736091938201116 0.003962161331950995 100 GTEX 100 0.001 0.1 25 8026 0.0 -59 0.004769107798478212 0.003982440348070101 100 GTEX 100 0.001 0.1 25 8026 0.0 -60 0.0047571567175735754 0.004004726255447125 100 GTEX 100 0.001 0.1 25 8026 0.0 -61 0.00477443513497545 0.0039813659665574935 100 GTEX 100 0.001 0.1 25 8026 0.0 -62 0.004710948700031176 0.004005478232029556 100 GTEX 100 0.001 0.1 25 8026 0.0 -63 0.004739498246041679 0.00398085219431456 100 GTEX 100 0.001 0.1 25 8026 0.0 -64 0.004752746537897165 0.003959334076527407 100 GTEX 100 0.001 0.1 25 8026 0.0 -65 0.00472902260522798 0.0039637407797880955 100 GTEX 100 0.001 0.1 25 8026 0.0 -66 0.004726788166456308 0.0039658593722112735 100 GTEX 100 0.001 0.1 25 8026 0.0 -67 0.004732407927814152 0.004036135600610661 100 GTEX 100 0.001 0.1 25 8026 0.0 -68 0.004748205723727144 0.00403341234877649 100 GTEX 100 0.001 0.1 25 8026 0.0 -69 0.004771366778637588 0.003973812898868843 100 GTEX 100 0.001 0.1 25 8026 0.0 -70 0.004743663268601572 0.004010886642656966 100 GTEX 100 0.001 0.1 25 8026 0.0 -71 0.00474402909490275 0.003943521205420843 100 GTEX 100 0.001 0.1 25 8026 0.0 -72 0.004743061823148867 0.0039516283135450385 100 GTEX 100 0.001 0.1 25 8026 0.0 -73 0.004725346075377007 0.003980711383121832 100 GTEX 100 0.001 0.1 25 8026 0.0 -74 0.004726476486376041 0.003997908111045513 100 GTEX 100 0.001 0.1 25 8026 0.0 -75 0.004709030750139822 0.004002932383866535 100 GTEX 100 0.001 0.1 25 8026 0.0 -76 0.004679561651663901 0.0039881689530645035 100 GTEX 100 0.001 0.1 25 8026 0.0 -77 0.004710190679253901 0.00397047274940764 100 GTEX 100 0.001 0.1 25 8026 0.0 -78 0.004684163586152819 0.003935818416119585 100 GTEX 100 0.001 0.1 25 8026 0.0 -79 0.004645890914609264 0.003952890357441718 100 GTEX 100 0.001 0.1 25 8026 0.0 -80 0.004695087117031319 0.003971661795143165 100 GTEX 100 0.001 0.1 25 8026 0.0 -81 0.004712010228968436 0.003945891977333864 100 GTEX 100 0.001 0.1 25 8026 0.0 -82 0.004721715378706752 0.004053401059609176 100 GTEX 100 0.001 0.1 25 8026 0.0 -83 0.0047220319979840355 0.003992693678444046 100 GTEX 100 0.001 0.1 25 8026 0.0 -84 0.004740487897082544 0.003974899857662646 100 GTEX 100 0.001 0.1 25 8026 0.0 -85 0.004708778492709321 0.003976923249796486 100 GTEX 100 0.001 0.1 25 8026 0.0 -86 0.004707752109713891 0.003946867086234088 100 GTEX 100 0.001 0.1 25 8026 0.0 -87 0.0047007756470237765 0.0040316564684287565 100 GTEX 100 0.001 0.1 25 8026 0.0 -88 0.00474536308709438 0.003940965938682849 100 GTEX 100 0.001 0.1 25 8026 0.0 -89 0.004715410079281717 0.003956598390828634 100 GTEX 100 0.001 0.1 25 8026 0.0 -90 0.004691515306027173 0.003934573500767747 100 GTEX 100 0.001 0.1 25 8026 0.0 -91 0.004701771710437486 0.0039585333940760714 100 GTEX 100 0.001 0.1 25 8026 0.0 -92 0.004714241627439678 0.003977368985030078 100 GTEX 100 0.001 0.1 25 8026 0.0 -93 0.004706367203729485 0.003969042261835797 100 GTEX 100 0.001 0.1 25 8026 0.0 -94 0.004702674297131287 0.003911114118979118 100 GTEX 100 0.001 0.1 25 8026 0.0 -95 0.004694163836275145 0.0039053597760177836 100 GTEX 100 0.001 0.1 25 8026 0.0 -96 0.004724775825885778 0.003971276597647499 100 GTEX 100 0.001 0.1 25 8026 0.0 -97 0.004697094941715388 0.003914144976390348 100 GTEX 100 0.001 0.1 25 8026 0.0 -98 0.004686588897946578 0.003965781080030159 100 GTEX 100 0.001 0.1 25 8026 0.0 -99 0.0047186496918913785 0.003903523238885709 100 GTEX 100 0.001 0.1 25 8026 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.001lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.001lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index ea71fe525..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.001lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.11599343750136724 0.07805557665149522 100 GTEX 100 0.001 0.5 25 1955 0.0 -1 0.054039094899114556 0.02546997495817141 100 GTEX 100 0.001 0.5 25 1955 0.0 -2 0.016571181505785498 0.010152078867525203 100 GTEX 100 0.001 0.5 25 1955 0.0 -3 0.010649617083663451 0.00889606990925826 100 GTEX 100 0.001 0.5 25 1955 0.0 -4 0.00972864951623982 0.008383971878005185 100 GTEX 100 0.001 0.5 25 1955 0.0 -5 0.009252576884742087 0.00805016443267918 100 GTEX 100 0.001 0.5 25 1955 0.0 -6 0.00884994854124522 0.007684440098830389 100 GTEX 100 0.001 0.5 25 1955 0.0 -7 0.0085440172397802 0.0074896019327493225 100 GTEX 100 0.001 0.5 25 1955 0.0 -8 0.008322647566829097 0.007339851360612269 100 GTEX 100 0.001 0.5 25 1955 0.0 -9 0.008174034837093093 0.007257115623485226 100 GTEX 100 0.001 0.5 25 1955 0.0 -10 0.008009600474524646 0.007123596203148705 100 GTEX 100 0.001 0.5 25 1955 0.0 -11 0.007923429308700576 0.00705530925232478 100 GTEX 100 0.001 0.5 25 1955 0.0 -12 0.007879250707976213 0.007102552291444952 100 GTEX 100 0.001 0.5 25 1955 0.0 -13 0.007812949895108749 0.0071067217748059745 100 GTEX 100 0.001 0.5 25 1955 0.0 -14 0.007760174970102307 0.006998707697914467 100 GTEX 100 0.001 0.5 25 1955 0.0 -15 0.007738339766107238 0.006985988174016258 100 GTEX 100 0.001 0.5 25 1955 0.0 -16 0.00773637181623481 0.006997850381843604 100 GTEX 100 0.001 0.5 25 1955 0.0 -17 0.007726134911015845 0.006919722198490974 100 GTEX 100 0.001 0.5 25 1955 0.0 -18 0.0076600578812790025 0.00692768413538092 100 GTEX 100 0.001 0.5 25 1955 0.0 -19 0.00762575841811311 0.006937863742543151 100 GTEX 100 0.001 0.5 25 1955 0.0 -20 0.007675193309401451 0.006920866200792472 100 GTEX 100 0.001 0.5 25 1955 0.0 -21 0.007679106304631561 0.006955187464975698 100 GTEX 100 0.001 0.5 25 1955 0.0 -22 0.007601289077904624 0.006959432389006415 100 GTEX 100 0.001 0.5 25 1955 0.0 -23 0.007623299244721226 0.006921495928892958 100 GTEX 100 0.001 0.5 25 1955 0.0 -24 0.007566866341746538 0.00686296574176491 100 GTEX 100 0.001 0.5 25 1955 0.0 -25 0.0075986019022458995 0.006792876892457556 100 GTEX 100 0.001 0.5 25 1955 0.0 -26 0.007554532227699499 0.006864943134354095 100 GTEX 100 0.001 0.5 25 1955 0.0 -27 0.007589295760483365 0.006831755394208114 100 GTEX 100 0.001 0.5 25 1955 0.0 -28 0.007599736840788913 0.006793551301024146 100 GTEX 100 0.001 0.5 25 1955 0.0 -29 0.007547426057362256 0.006886923883974326 100 GTEX 100 0.001 0.5 25 1955 0.0 -30 0.007569716349865852 0.006856284568178337 100 GTEX 100 0.001 0.5 25 1955 0.0 -31 0.007534335263644417 0.006863649851313222 100 GTEX 100 0.001 0.5 25 1955 0.0 -32 0.007578058727508606 0.006809119862847795 100 GTEX 100 0.001 0.5 25 1955 0.0 -33 0.007555236680114614 0.006802119620980079 100 GTEX 100 0.001 0.5 25 1955 0.0 -34 0.0075724716613576205 0.0067777356625084864 100 GTEX 100 0.001 0.5 25 1955 0.0 -35 0.0075620468451591425 0.006824388961969899 100 GTEX 100 0.001 0.5 25 1955 0.0 -36 0.007552834203579118 0.006784069861777609 100 GTEX 100 0.001 0.5 25 1955 0.0 -37 0.007521385613353152 0.0068106328547992406 100 GTEX 100 0.001 0.5 25 1955 0.0 -38 0.00754102176691606 0.006668046410744408 100 GTEX 100 0.001 0.5 25 1955 0.0 -39 0.007565319614947862 0.006752664044485233 100 GTEX 100 0.001 0.5 25 1955 0.0 -40 0.007558267107610184 0.006773552644870354 100 GTEX 100 0.001 0.5 25 1955 0.0 -41 0.007530056710137672 0.006827391953182764 100 GTEX 100 0.001 0.5 25 1955 0.0 -42 0.007532461353397547 0.006766359590900488 100 GTEX 100 0.001 0.5 25 1955 0.0 -43 0.007526218970090283 0.0067932279922153106 100 GTEX 100 0.001 0.5 25 1955 0.0 -44 0.007525041754598242 0.00682111879626551 100 GTEX 100 0.001 0.5 25 1955 0.0 -45 0.007535932748900669 0.0066883832945739815 100 GTEX 100 0.001 0.5 25 1955 0.0 -46 0.007541817940537052 0.006734831419776941 100 GTEX 100 0.001 0.5 25 1955 0.0 -47 0.0074918713772617685 0.006838284992389806 100 GTEX 100 0.001 0.5 25 1955 0.0 -48 0.007517475832745179 0.006754772636699473 100 GTEX 100 0.001 0.5 25 1955 0.0 -49 0.0075191282637215055 0.006688606248948964 100 GTEX 100 0.001 0.5 25 1955 0.0 -50 0.007526834617302277 0.0067867167106344444 100 GTEX 100 0.001 0.5 25 1955 0.0 -51 0.00753017719668788 0.006651566259407158 100 GTEX 100 0.001 0.5 25 1955 0.0 -52 0.007478486406415688 0.006692757546731727 100 GTEX 100 0.001 0.5 25 1955 0.0 -53 0.007547062378405448 0.00680633046320806 100 GTEX 100 0.001 0.5 25 1955 0.0 -54 0.007570123045261683 0.0067356719808943375 100 GTEX 100 0.001 0.5 25 1955 0.0 -55 0.007539784992032058 0.006760169619149015 100 GTEX 100 0.001 0.5 25 1955 0.0 -56 0.0075284524720303425 0.006724237919406179 100 GTEX 100 0.001 0.5 25 1955 0.0 -57 0.007541577871607521 0.0066323949364031675 100 GTEX 100 0.001 0.5 25 1955 0.0 -58 0.007540886472268053 0.0067516535099156685 100 GTEX 100 0.001 0.5 25 1955 0.0 -59 0.007498845001567539 0.006639005416232257 100 GTEX 100 0.001 0.5 25 1955 0.0 -60 0.007515494121688953 0.006600375683843637 100 GTEX 100 0.001 0.5 25 1955 0.0 -61 0.007476899927184717 0.006674801378365705 100 GTEX 100 0.001 0.5 25 1955 0.0 -62 0.007476966031559943 0.006783347899101306 100 GTEX 100 0.001 0.5 25 1955 0.0 -63 0.007491939703648507 0.006817294392706437 100 GTEX 100 0.001 0.5 25 1955 0.0 -64 0.007520494000319035 0.006797311032552116 100 GTEX 100 0.001 0.5 25 1955 0.0 -65 0.007473373139483493 0.006792431182012019 100 GTEX 100 0.001 0.5 25 1955 0.0 -66 0.007494722601304503 0.006777104833110204 100 GTEX 100 0.001 0.5 25 1955 0.0 -67 0.007455724433262786 0.00682429950542663 100 GTEX 100 0.001 0.5 25 1955 0.0 -68 0.007527524628069005 0.006747973314397915 100 GTEX 100 0.001 0.5 25 1955 0.0 -69 0.007485544154324284 0.006703964829402391 100 GTEX 100 0.001 0.5 25 1955 0.0 -70 0.007432377677677636 0.0067035236781880884 100 GTEX 100 0.001 0.5 25 1955 0.0 -71 0.007439007971298453 0.006732602752461859 100 GTEX 100 0.001 0.5 25 1955 0.0 -72 0.007503286996824655 0.006803068875940694 100 GTEX 100 0.001 0.5 25 1955 0.0 -73 0.007525834769572859 0.006844828843702155 100 GTEX 100 0.001 0.5 25 1955 0.0 -74 0.0074297325394723415 0.006737207059001288 100 GTEX 100 0.001 0.5 25 1955 0.0 -75 0.00751708299961416 0.006803952463806922 100 GTEX 100 0.001 0.5 25 1955 0.0 -76 0.007482021574200135 0.006829037495708171 100 GTEX 100 0.001 0.5 25 1955 0.0 -77 0.007468969771831132 0.006671153359511733 100 GTEX 100 0.001 0.5 25 1955 0.0 -78 0.007482571279848656 0.006725607323017637 100 GTEX 100 0.001 0.5 25 1955 0.0 -79 0.007528040759327202 0.006674659665064893 100 GTEX 100 0.001 0.5 25 1955 0.0 -80 0.007489190445458346 0.006811962811764995 100 GTEX 100 0.001 0.5 25 1955 0.0 -81 0.007499388066414884 0.006731214492224129 100 GTEX 100 0.001 0.5 25 1955 0.0 -82 0.007500020188011967 0.0065845039145518165 100 GTEX 100 0.001 0.5 25 1955 0.0 -83 0.00751242994533379 0.006604149555185449 100 GTEX 100 0.001 0.5 25 1955 0.0 -84 0.007463442720797453 0.006697182063749875 100 GTEX 100 0.001 0.5 25 1955 0.0 -85 0.007519314229518672 0.006695170950555303 100 GTEX 100 0.001 0.5 25 1955 0.0 -86 0.007490647789244338 0.006661943280396579 100 GTEX 100 0.001 0.5 25 1955 0.0 -87 0.007463236715332944 0.0066483857290741384 100 GTEX 100 0.001 0.5 25 1955 0.0 -88 0.007428255619614407 0.006778327365735185 100 GTEX 100 0.001 0.5 25 1955 0.0 -89 0.007488858168019002 0.006715837662451734 100 GTEX 100 0.001 0.5 25 1955 0.0 -90 0.00748155940416738 0.006779926439513498 100 GTEX 100 0.001 0.5 25 1955 0.0 -91 0.007419989903287174 0.006713159493889532 100 GTEX 100 0.001 0.5 25 1955 0.0 -92 0.007484288660663211 0.006708555927450553 100 GTEX 100 0.001 0.5 25 1955 0.0 -93 0.0074844529640369865 0.0067895072487540575 100 GTEX 100 0.001 0.5 25 1955 0.0 -94 0.007465189807673792 0.006661762347083695 100 GTEX 100 0.001 0.5 25 1955 0.0 -95 0.007495632568781355 0.006718041856875891 100 GTEX 100 0.001 0.5 25 1955 0.0 -96 0.007476701711254216 0.006712679829122676 100 GTEX 100 0.001 0.5 25 1955 0.0 -97 0.007498704066697409 0.00658266593174506 100 GTEX 100 0.001 0.5 25 1955 0.0 -98 0.007509083138941912 0.006684731070603822 100 GTEX 100 0.001 0.5 25 1955 0.0 -99 0.007473884615210951 0.0066500549601256394 100 GTEX 100 0.001 0.5 25 1955 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.001lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.001lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index b30a858c4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.001lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.10482465271648439 0.0703984557902405 100 GTEX 100 0.001 0.0 25 9867 0.0 -1 0.06138119081455714 0.05638180916753559 100 GTEX 100 0.001 0.0 25 9867 0.0 -2 0.05376247549631206 0.05111145568097952 100 GTEX 100 0.001 0.0 25 9867 0.0 -3 0.04880200692715055 0.046599601059018884 100 GTEX 100 0.001 0.0 25 9867 0.0 -4 0.03517110737427649 0.01067697596045728 100 GTEX 100 0.001 0.0 25 9867 0.0 -5 0.007084027805210287 0.00582713928576488 100 GTEX 100 0.001 0.0 25 9867 0.0 -6 0.005175987267505692 0.004894701409872494 100 GTEX 100 0.001 0.0 25 9867 0.0 -7 0.00442098890261724 0.004288085800075033 100 GTEX 100 0.001 0.0 25 9867 0.0 -8 0.003987619422358054 0.003959211651873226 100 GTEX 100 0.001 0.0 25 9867 0.0 -9 0.0037379538596307603 0.0037656320956581672 100 GTEX 100 0.001 0.0 25 9867 0.0 -10 0.0035761210315257666 0.0036369217904957413 100 GTEX 100 0.001 0.0 25 9867 0.0 -11 0.003470541815093141 0.00352904222509027 100 GTEX 100 0.001 0.0 25 9867 0.0 -12 0.003392174526548529 0.003469450112446406 100 GTEX 100 0.001 0.0 25 9867 0.0 -13 0.0033335366501386614 0.003404364301451259 100 GTEX 100 0.001 0.0 25 9867 0.0 -14 0.003284165909779642 0.003354695836301652 100 GTEX 100 0.001 0.0 25 9867 0.0 -15 0.0032373855450321736 0.003308207815612167 100 GTEX 100 0.001 0.0 25 9867 0.0 -16 0.0031755207865390256 0.003244087177934302 100 GTEX 100 0.001 0.0 25 9867 0.0 -17 0.0031194844597178723 0.003203908932313833 100 GTEX 100 0.001 0.0 25 9867 0.0 -18 0.003080028578061762 0.0031643470380979346 100 GTEX 100 0.001 0.0 25 9867 0.0 -19 0.0030499857662376864 0.003133644138289325 100 GTEX 100 0.001 0.0 25 9867 0.0 -20 0.0030209293371438115 0.0031138636772042785 100 GTEX 100 0.001 0.0 25 9867 0.0 -21 0.0029979364014522548 0.0030814820321581325 100 GTEX 100 0.001 0.0 25 9867 0.0 -22 0.002970923062461545 0.0030560867441286944 100 GTEX 100 0.001 0.0 25 9867 0.0 -23 0.0029461129382685547 0.003039476674177574 100 GTEX 100 0.001 0.0 25 9867 0.0 -24 0.002925253209304897 0.0030112033320357137 100 GTEX 100 0.001 0.0 25 9867 0.0 -25 0.002904029001245828 0.0029956545537344744 100 GTEX 100 0.001 0.0 25 9867 0.0 -26 0.002884481880478179 0.002968856206114188 100 GTEX 100 0.001 0.0 25 9867 0.0 -27 0.0028707540029955193 0.002952624600161108 100 GTEX 100 0.001 0.0 25 9867 0.0 -28 0.0028491024531904514 0.0029403368682164996 100 GTEX 100 0.001 0.0 25 9867 0.0 -29 0.002833851623187851 0.002919242548235752 100 GTEX 100 0.001 0.0 25 9867 0.0 -30 0.002821534367092682 0.0029056065940712456 100 GTEX 100 0.001 0.0 25 9867 0.0 -31 0.002807560728909512 0.002899448258958105 100 GTEX 100 0.001 0.0 25 9867 0.0 -32 0.0027941512732663374 0.0028928053457318264 100 GTEX 100 0.001 0.0 25 9867 0.0 -33 0.0027787375492691595 0.002867679926124136 100 GTEX 100 0.001 0.0 25 9867 0.0 -34 0.0027559898744804645 0.002843976395289651 100 GTEX 100 0.001 0.0 25 9867 0.0 -35 0.0027311500483082813 0.0028079835788307876 100 GTEX 100 0.001 0.0 25 9867 0.0 -36 0.0027055250008518605 0.002788340240830251 100 GTEX 100 0.001 0.0 25 9867 0.0 -37 0.0026870751014894012 0.0027679712794891104 100 GTEX 100 0.001 0.0 25 9867 0.0 -38 0.002670157594285379 0.0027550393600413443 100 GTEX 100 0.001 0.0 25 9867 0.0 -39 0.0026559675634200476 0.002738349799229675 100 GTEX 100 0.001 0.0 25 9867 0.0 -40 0.0026407154530579554 0.0027304244406535483 100 GTEX 100 0.001 0.0 25 9867 0.0 -41 0.0026260048068970916 0.0027110042146091906 100 GTEX 100 0.001 0.0 25 9867 0.0 -42 0.0026099079216875586 0.0026944704334333027 100 GTEX 100 0.001 0.0 25 9867 0.0 -43 0.0025948813781793484 0.0026787854677965657 100 GTEX 100 0.001 0.0 25 9867 0.0 -44 0.0025807633905307447 0.002665162377746443 100 GTEX 100 0.001 0.0 25 9867 0.0 -45 0.0025676395826229005 0.002648183110988072 100 GTEX 100 0.001 0.0 25 9867 0.0 -46 0.0025526161965559622 0.0026403996888052375 100 GTEX 100 0.001 0.0 25 9867 0.0 -47 0.0025401960825867298 0.0026197597285300606 100 GTEX 100 0.001 0.0 25 9867 0.0 -48 0.0025302769910487887 0.002611717883809098 100 GTEX 100 0.001 0.0 25 9867 0.0 -49 0.0025210094736200176 0.0025992427798547557 100 GTEX 100 0.001 0.0 25 9867 0.0 -50 0.002508982018115782 0.002589566064750627 100 GTEX 100 0.001 0.0 25 9867 0.0 -51 0.002494865133258566 0.00258106409621641 100 GTEX 100 0.001 0.0 25 9867 0.0 -52 0.002487617440305684 0.0025709745732663703 100 GTEX 100 0.001 0.0 25 9867 0.0 -53 0.002475213698951898 0.002563642615898594 100 GTEX 100 0.001 0.0 25 9867 0.0 -54 0.0024685149582127884 0.0025463354704767013 100 GTEX 100 0.001 0.0 25 9867 0.0 -55 0.002460454699668053 0.0025423875046688567 100 GTEX 100 0.001 0.0 25 9867 0.0 -56 0.0024533004371247286 0.0025360514409840107 100 GTEX 100 0.001 0.0 25 9867 0.0 -57 0.002445315037431689 0.002535741840853947 100 GTEX 100 0.001 0.0 25 9867 0.0 -58 0.002438313759451379 0.0025219973088188995 100 GTEX 100 0.001 0.0 25 9867 0.0 -59 0.0024312588545753787 0.0025121329215925343 100 GTEX 100 0.001 0.0 25 9867 0.0 -60 0.002426301050953645 0.00250249174193341 100 GTEX 100 0.001 0.0 25 9867 0.0 -61 0.0024219876905814484 0.002498372875777261 100 GTEX 100 0.001 0.0 25 9867 0.0 -62 0.002413244734739477 0.002503246943618635 100 GTEX 100 0.001 0.0 25 9867 0.0 -63 0.0024109357352436116 0.002491374419534671 100 GTEX 100 0.001 0.0 25 9867 0.0 -64 0.0024078805337510384 0.0024920043689570614 100 GTEX 100 0.001 0.0 25 9867 0.0 -65 0.0024028563640009857 0.0024875608395020206 100 GTEX 100 0.001 0.0 25 9867 0.0 -66 0.002398598447006841 0.00247610319660757 100 GTEX 100 0.001 0.0 25 9867 0.0 -67 0.002395729114804891 0.0024750778476349982 100 GTEX 100 0.001 0.0 25 9867 0.0 -68 0.002390351028999016 0.0024687472027956647 100 GTEX 100 0.001 0.0 25 9867 0.0 -69 0.002388248967273991 0.0024633432743794677 100 GTEX 100 0.001 0.0 25 9867 0.0 -70 0.002385207534909053 0.0024658774845514576 100 GTEX 100 0.001 0.0 25 9867 0.0 -71 0.0023821506027177134 0.0024634963600850264 100 GTEX 100 0.001 0.0 25 9867 0.0 -72 0.0023799775239080976 0.002460790045573571 100 GTEX 100 0.001 0.0 25 9867 0.0 -73 0.0023770522522195358 0.002454695166991634 100 GTEX 100 0.001 0.0 25 9867 0.0 -74 0.0023739470240122977 0.0024560143535482227 100 GTEX 100 0.001 0.0 25 9867 0.0 -75 0.0023736200919631583 0.0024504535220662566 100 GTEX 100 0.001 0.0 25 9867 0.0 -76 0.0023705695408857905 0.002450352026496663 100 GTEX 100 0.001 0.0 25 9867 0.0 -77 0.002368172742299491 0.002443753403324648 100 GTEX 100 0.001 0.0 25 9867 0.0 -78 0.0023668038456045462 0.0024497716443280305 100 GTEX 100 0.001 0.0 25 9867 0.0 -79 0.0023647092157441448 0.0024526697696813384 100 GTEX 100 0.001 0.0 25 9867 0.0 -80 0.002364160634406691 0.002437526772698182 100 GTEX 100 0.001 0.0 25 9867 0.0 -81 0.002359453711103484 0.0024418877844943065 100 GTEX 100 0.001 0.0 25 9867 0.0 -82 0.002356992951231582 0.002436541914125416 100 GTEX 100 0.001 0.0 25 9867 0.0 -83 0.0023536251621922707 0.00243464100507474 100 GTEX 100 0.001 0.0 25 9867 0.0 -84 0.0023544571791648916 0.002433372739376677 100 GTEX 100 0.001 0.0 25 9867 0.0 -85 0.0023544423327005763 0.002431227629048176 100 GTEX 100 0.001 0.0 25 9867 0.0 -86 0.002353632314497802 0.002435807256424665 100 GTEX 100 0.001 0.0 25 9867 0.0 -87 0.0023498675875775763 0.002428556874769779 100 GTEX 100 0.001 0.0 25 9867 0.0 -88 0.0023490338879381153 0.002424787568856215 100 GTEX 100 0.001 0.0 25 9867 0.0 -89 0.0023472564896206438 0.002423364288410873 100 GTEX 100 0.001 0.0 25 9867 0.0 -90 0.002347260110952441 0.0024265615196948156 100 GTEX 100 0.001 0.0 25 9867 0.0 -91 0.0023438431876626454 0.002419023925948449 100 GTEX 100 0.001 0.0 25 9867 0.0 -92 0.002344096814138315 0.0024245792013653216 100 GTEX 100 0.001 0.0 25 9867 0.0 -93 0.0023416995517844597 0.002423155055108689 100 GTEX 100 0.001 0.0 25 9867 0.0 -94 0.002339110155478222 0.002423344530561804 100 GTEX 100 0.001 0.0 25 9867 0.0 -95 0.002338554123388014 0.002423828255257679 100 GTEX 100 0.001 0.0 25 9867 0.0 -96 0.002340379940420452 0.0024167178712162 100 GTEX 100 0.001 0.0 25 9867 0.0 -97 0.002338400635559608 0.002419151485270817 100 GTEX 100 0.001 0.0 25 9867 0.0 -98 0.0023365923242091194 0.0024216753198719183 100 GTEX 100 0.001 0.0 25 9867 0.0 -99 0.002336149714459011 0.0024124739006402486 100 GTEX 100 0.001 0.0 25 9867 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.001lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.001lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 6a14893f8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.001lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08141356509907251 0.04961386395922859 50 GTEX 100 0.001 0.1 25 7835 0.0 -1 0.024229344678132723 0.00730445307764462 50 GTEX 100 0.001 0.1 25 7835 0.0 -2 0.0069057931479673 0.005669640064657358 50 GTEX 100 0.001 0.1 25 7835 0.0 -3 0.005992108030510126 0.005006784212885304 50 GTEX 100 0.001 0.1 25 7835 0.0 -4 0.0055263685848057475 0.004688762740086863 50 GTEX 100 0.001 0.1 25 7835 0.0 -5 0.005340867033644408 0.004495292203500867 50 GTEX 100 0.001 0.1 25 7835 0.0 -6 0.005155043644720207 0.004306679174566053 50 GTEX 100 0.001 0.1 25 7835 0.0 -7 0.005017131491596383 0.004230991388784417 50 GTEX 100 0.001 0.1 25 7835 0.0 -8 0.004928850039668177 0.0041017216194718506 50 GTEX 100 0.001 0.1 25 7835 0.0 -9 0.004856167642543888 0.004137266290944226 50 GTEX 100 0.001 0.1 25 7835 0.0 -10 0.004799971574250645 0.004073030770820045 50 GTEX 100 0.001 0.1 25 7835 0.0 -11 0.004814238366897663 0.004045656777319885 50 GTEX 100 0.001 0.1 25 7835 0.0 -12 0.004776447546720785 0.0039728835584532055 50 GTEX 100 0.001 0.1 25 7835 0.0 -13 0.004719821666123872 0.003969458293013926 50 GTEX 100 0.001 0.1 25 7835 0.0 -14 0.00458762506251281 0.0038929279134945214 50 GTEX 100 0.001 0.1 25 7835 0.0 -15 0.004541026065237226 0.0037806604368286383 50 GTEX 100 0.001 0.1 25 7835 0.0 -16 0.004511248567583791 0.0038022930581590067 50 GTEX 100 0.001 0.1 25 7835 0.0 -17 0.004431265227119255 0.003690534628070749 50 GTEX 100 0.001 0.1 25 7835 0.0 -18 0.004395261884856746 0.003668794150821893 50 GTEX 100 0.001 0.1 25 7835 0.0 -19 0.004353886706841332 0.003713861571274301 50 GTEX 100 0.001 0.1 25 7835 0.0 -20 0.004315738892605723 0.0035927642602473497 50 GTEX 100 0.001 0.1 25 7835 0.0 -21 0.004323922465608001 0.0035251993955973493 50 GTEX 100 0.001 0.1 25 7835 0.0 -22 0.004286520007485804 0.0035055689124156766 50 GTEX 100 0.001 0.1 25 7835 0.0 -23 0.004241260949285565 0.0035273793424362805 50 GTEX 100 0.001 0.1 25 7835 0.0 -24 0.004213266812647208 0.0034623927549200535 50 GTEX 100 0.001 0.1 25 7835 0.0 -25 0.004230121404126962 0.0034951586749921676 50 GTEX 100 0.001 0.1 25 7835 0.0 -26 0.0042149598269860195 0.0035039036301895976 50 GTEX 100 0.001 0.1 25 7835 0.0 -27 0.004233988798195399 0.0035019062655117406 50 GTEX 100 0.001 0.1 25 7835 0.0 -28 0.004170247850164628 0.0034325328056201226 50 GTEX 100 0.001 0.1 25 7835 0.0 -29 0.004199615429216817 0.0034275598781530396 50 GTEX 100 0.001 0.1 25 7835 0.0 -30 0.004153636419193157 0.003416466122553347 50 GTEX 100 0.001 0.1 25 7835 0.0 -31 0.004178400921098297 0.0034154218757886283 50 GTEX 100 0.001 0.1 25 7835 0.0 -32 0.004132516352761605 0.003407401736549495 50 GTEX 100 0.001 0.1 25 7835 0.0 -33 0.004114703673414285 0.0033398452715084183 50 GTEX 100 0.001 0.1 25 7835 0.0 -34 0.00407343505532198 0.0033236348124206804 50 GTEX 100 0.001 0.1 25 7835 0.0 -35 0.004000682108766494 0.003315390552882771 50 GTEX 100 0.001 0.1 25 7835 0.0 -36 0.004050587310773591 0.0032499547146558195 50 GTEX 100 0.001 0.1 25 7835 0.0 -37 0.003990988646452616 0.003273650269491506 50 GTEX 100 0.001 0.1 25 7835 0.0 -38 0.0040365784234525 0.003265181271281419 50 GTEX 100 0.001 0.1 25 7835 0.0 -39 0.003996902672984938 0.0032458375951721413 50 GTEX 100 0.001 0.1 25 7835 0.0 -40 0.0039906396472625325 0.0033471388830856453 50 GTEX 100 0.001 0.1 25 7835 0.0 -41 0.003988519020792161 0.003315007259640772 50 GTEX 100 0.001 0.1 25 7835 0.0 -42 0.0039901769946478725 0.00324802871345553 50 GTEX 100 0.001 0.1 25 7835 0.0 -43 0.0039693510766434575 0.0032504177935591444 50 GTEX 100 0.001 0.1 25 7835 0.0 -44 0.00396513683350842 0.0032224475663728985 50 GTEX 100 0.001 0.1 25 7835 0.0 -45 0.003956203059857711 0.003227407418141857 50 GTEX 100 0.001 0.1 25 7835 0.0 -46 0.003964000517140208 0.0033329898485304796 50 GTEX 100 0.001 0.1 25 7835 0.0 -47 0.003938121552483386 0.0032359228080790134 50 GTEX 100 0.001 0.1 25 7835 0.0 -48 0.003910225143378125 0.0032646759623881187 50 GTEX 100 0.001 0.1 25 7835 0.0 -49 0.003954893912223042 0.0032002783013939744 50 GTEX 100 0.001 0.1 25 7835 0.0 -50 0.00395628626969802 0.0032493513123532437 50 GTEX 100 0.001 0.1 25 7835 0.0 -51 0.0039648853152481935 0.0032217616512804884 50 GTEX 100 0.001 0.1 25 7835 0.0 -52 0.003940856396226035 0.003272455163076945 50 GTEX 100 0.001 0.1 25 7835 0.0 -53 0.003983038467319362 0.003233389139260403 50 GTEX 100 0.001 0.1 25 7835 0.0 -54 0.00391597865513172 0.0031934805637572543 50 GTEX 100 0.001 0.1 25 7835 0.0 -55 0.0039424960933066135 0.0031852513151562033 50 GTEX 100 0.001 0.1 25 7835 0.0 -56 0.003945933926667185 0.003266749205067754 50 GTEX 100 0.001 0.1 25 7835 0.0 -57 0.0039248658800416 0.003239892302311164 50 GTEX 100 0.001 0.1 25 7835 0.0 -58 0.003918121811207115 0.003227118831641349 50 GTEX 100 0.001 0.1 25 7835 0.0 -59 0.003993147742093708 0.0031967721994569658 50 GTEX 100 0.001 0.1 25 7835 0.0 -60 0.00391327673426185 0.003183815779231715 50 GTEX 100 0.001 0.1 25 7835 0.0 -61 0.003921943599736161 0.003256773744787695 50 GTEX 100 0.001 0.1 25 7835 0.0 -62 0.003960624661393407 0.0032510519494256536 50 GTEX 100 0.001 0.1 25 7835 0.0 -63 0.003889102932627254 0.003233826302253985 50 GTEX 100 0.001 0.1 25 7835 0.0 -64 0.003928373768372599 0.00319060505661731 50 GTEX 100 0.001 0.1 25 7835 0.0 -65 0.003941799944069532 0.0032367204938317604 50 GTEX 100 0.001 0.1 25 7835 0.0 -66 0.003922883960527305 0.0032817817606499325 50 GTEX 100 0.001 0.1 25 7835 0.0 -67 0.0038916476798516618 0.003185542855861494 50 GTEX 100 0.001 0.1 25 7835 0.0 -68 0.0039016432042767923 0.0031956251287485822 50 GTEX 100 0.001 0.1 25 7835 0.0 -69 0.0038983956804915947 0.003206206709606849 50 GTEX 100 0.001 0.1 25 7835 0.0 -70 0.003915994838669107 0.0032138559164323565 50 GTEX 100 0.001 0.1 25 7835 0.0 -71 0.0038436581235315233 0.0032704828396446636 50 GTEX 100 0.001 0.1 25 7835 0.0 -72 0.003928606912662519 0.003227368258771986 50 GTEX 100 0.001 0.1 25 7835 0.0 -73 0.003919512574602553 0.0032150110808827916 50 GTEX 100 0.001 0.1 25 7835 0.0 -74 0.0038955358415428878 0.003172579995611463 50 GTEX 100 0.001 0.1 25 7835 0.0 -75 0.0038686472224784847 0.003186397690028519 50 GTEX 100 0.001 0.1 25 7835 0.0 -76 0.0038893349249625397 0.003189014041612187 50 GTEX 100 0.001 0.1 25 7835 0.0 -77 0.003907963902693157 0.0032135583367375762 50 GTEX 100 0.001 0.1 25 7835 0.0 -78 0.0039112349685658885 0.003192365001763143 50 GTEX 100 0.001 0.1 25 7835 0.0 -79 0.0038835476238923516 0.003181320843959631 50 GTEX 100 0.001 0.1 25 7835 0.0 -80 0.003913132204080291 0.003210769004822344 50 GTEX 100 0.001 0.1 25 7835 0.0 -81 0.0038963222123223674 0.003192012020326556 50 GTEX 100 0.001 0.1 25 7835 0.0 -82 0.003860969510854347 0.003188382499114727 50 GTEX 100 0.001 0.1 25 7835 0.0 -83 0.003896111261266422 0.003176116693973853 50 GTEX 100 0.001 0.1 25 7835 0.0 -84 0.0039105002310743245 0.003207033074251996 50 GTEX 100 0.001 0.1 25 7835 0.0 -85 0.003922287502131386 0.003197809949981141 50 GTEX 100 0.001 0.1 25 7835 0.0 -86 0.003862489313926039 0.003173357301600589 50 GTEX 100 0.001 0.1 25 7835 0.0 -87 0.003865631490932437 0.0032145553126846204 50 GTEX 100 0.001 0.1 25 7835 0.0 -88 0.003883985498574981 0.003150173500994709 50 GTEX 100 0.001 0.1 25 7835 0.0 -89 0.0038855952207084454 0.003189386361714155 50 GTEX 100 0.001 0.1 25 7835 0.0 -90 0.0039034439607930557 0.0031994837947090654 50 GTEX 100 0.001 0.1 25 7835 0.0 -91 0.0038475171871226762 0.0031549104669984754 50 GTEX 100 0.001 0.1 25 7835 0.0 -92 0.0038888581943206054 0.0031903759331155584 50 GTEX 100 0.001 0.1 25 7835 0.0 -93 0.00388643512443484 0.003150973912105389 50 GTEX 100 0.001 0.1 25 7835 0.0 -94 0.003935271585878609 0.0031819839443048255 50 GTEX 100 0.001 0.1 25 7835 0.0 -95 0.0038791779140774857 0.003153378374081374 50 GTEX 100 0.001 0.1 25 7835 0.0 -96 0.003857652246753338 0.0032368071249795956 50 GTEX 100 0.001 0.1 25 7835 0.0 -97 0.003911079514625711 0.003173467966979334 50 GTEX 100 0.001 0.1 25 7835 0.0 -98 0.003887856353032601 0.0031535902512950307 50 GTEX 100 0.001 0.1 25 7835 0.0 -99 0.003906939270194599 0.0031820646156964136 50 GTEX 100 0.001 0.1 25 7835 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.001lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.001lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 06958d501..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.001lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08543543851634032 0.025628170370347373 50 GTEX 100 0.001 0.5 25 3034 0.0 -1 0.01406806671848906 0.009198574866292141 50 GTEX 100 0.001 0.5 25 3034 0.0 -2 0.009635311360346505 0.007980937149708545 50 GTEX 100 0.001 0.5 25 3034 0.0 -3 0.008811924265689925 0.0075057707310870235 50 GTEX 100 0.001 0.5 25 3034 0.0 -4 0.00833774871830642 0.007203725689823807 50 GTEX 100 0.001 0.5 25 3034 0.0 -5 0.008009119326347337 0.007097051754246816 50 GTEX 100 0.001 0.5 25 3034 0.0 -6 0.007872308036496424 0.007035017734173926 50 GTEX 100 0.001 0.5 25 3034 0.0 -7 0.007728523045016453 0.00697439389760135 50 GTEX 100 0.001 0.5 25 3034 0.0 -8 0.0077684405044837175 0.006868159405518847 50 GTEX 100 0.001 0.5 25 3034 0.0 -9 0.007711192041484408 0.0068903149879349845 50 GTEX 100 0.001 0.5 25 3034 0.0 -10 0.0076544870438198425 0.006683276997199247 50 GTEX 100 0.001 0.5 25 3034 0.0 -11 0.00760995317732531 0.006934327229205873 50 GTEX 100 0.001 0.5 25 3034 0.0 -12 0.007624044066876034 0.00684508126753138 50 GTEX 100 0.001 0.5 25 3034 0.0 -13 0.007603570346894543 0.006737298150670789 50 GTEX 100 0.001 0.5 25 3034 0.0 -14 0.007546924434156029 0.006941758171467556 50 GTEX 100 0.001 0.5 25 3034 0.0 -15 0.007614141965531473 0.006755492781880294 50 GTEX 100 0.001 0.5 25 3034 0.0 -16 0.007578382450690585 0.006810703915951086 50 GTEX 100 0.001 0.5 25 3034 0.0 -17 0.0075584847807256186 0.00673595005504702 50 GTEX 100 0.001 0.5 25 3034 0.0 -18 0.0075973237319573485 0.006678520671725839 50 GTEX 100 0.001 0.5 25 3034 0.0 -19 0.007563092115744311 0.006760050624984355 50 GTEX 100 0.001 0.5 25 3034 0.0 -20 0.007537245657363851 0.006718687469692114 50 GTEX 100 0.001 0.5 25 3034 0.0 -21 0.0075433332652772 0.006789409788325429 50 GTEX 100 0.001 0.5 25 3034 0.0 -22 0.007525821170659746 0.006676521309839116 50 GTEX 100 0.001 0.5 25 3034 0.0 -23 0.00759072367390542 0.006641629373321855 50 GTEX 100 0.001 0.5 25 3034 0.0 -24 0.007508695359025325 0.006716006830292169 50 GTEX 100 0.001 0.5 25 3034 0.0 -25 0.007535429825807378 0.006831677859833202 50 GTEX 100 0.001 0.5 25 3034 0.0 -26 0.007555598003711673 0.006578241979540414 50 GTEX 100 0.001 0.5 25 3034 0.0 -27 0.007555250978528008 0.0065535934510934715 50 GTEX 100 0.001 0.5 25 3034 0.0 -28 0.00752656932204436 0.006696678490020307 50 GTEX 100 0.001 0.5 25 3034 0.0 -29 0.007485874125247405 0.006646133717609846 50 GTEX 100 0.001 0.5 25 3034 0.0 -30 0.007557829029634209 0.006724505108947593 50 GTEX 100 0.001 0.5 25 3034 0.0 -31 0.00752470514818623 0.006687417245707245 50 GTEX 100 0.001 0.5 25 3034 0.0 -32 0.007528091555905355 0.006856709378753778 50 GTEX 100 0.001 0.5 25 3034 0.0 -33 0.007487062284443734 0.0065598405902929065 50 GTEX 100 0.001 0.5 25 3034 0.0 -34 0.00749356181489555 0.006609742582807523 50 GTEX 100 0.001 0.5 25 3034 0.0 -35 0.007527169624224087 0.006665623147472626 50 GTEX 100 0.001 0.5 25 3034 0.0 -36 0.0074744575722960555 0.006558211360962445 50 GTEX 100 0.001 0.5 25 3034 0.0 -37 0.007512189913344327 0.0067751444876194 50 GTEX 100 0.001 0.5 25 3034 0.0 -38 0.007466911599457144 0.006650606529723442 50 GTEX 100 0.001 0.5 25 3034 0.0 -39 0.007488524453802831 0.006593406058762917 50 GTEX 100 0.001 0.5 25 3034 0.0 -40 0.007526821049328315 0.006556645242901016 50 GTEX 100 0.001 0.5 25 3034 0.0 -41 0.00749251981722011 0.006695391383631148 50 GTEX 100 0.001 0.5 25 3034 0.0 -42 0.007481603060195895 0.006682568839698067 50 GTEX 100 0.001 0.5 25 3034 0.0 -43 0.007486694862292254 0.0066246649236223545 50 GTEX 100 0.001 0.5 25 3034 0.0 -44 0.007486042628475765 0.006590364132600592 50 GTEX 100 0.001 0.5 25 3034 0.0 -45 0.007463297454495263 0.006681264485250238 50 GTEX 100 0.001 0.5 25 3034 0.0 -46 0.007500530171183588 0.0066837828647090345 50 GTEX 100 0.001 0.5 25 3034 0.0 -47 0.007492719385029223 0.006651497163593826 50 GTEX 100 0.001 0.5 25 3034 0.0 -48 0.007503439340961984 0.006712858041946709 50 GTEX 100 0.001 0.5 25 3034 0.0 -49 0.00750989237040977 0.00660973372196375 50 GTEX 100 0.001 0.5 25 3034 0.0 -50 0.007496719077468356 0.006587649968243824 50 GTEX 100 0.001 0.5 25 3034 0.0 -51 0.007477084438595813 0.006528740563737972 50 GTEX 100 0.001 0.5 25 3034 0.0 -52 0.0075392302010494445 0.006552829562966134 50 GTEX 100 0.001 0.5 25 3034 0.0 -53 0.007506910814378646 0.0065085052879095195 50 GTEX 100 0.001 0.5 25 3034 0.0 -54 0.007525582292469462 0.006688229249216644 50 GTEX 100 0.001 0.5 25 3034 0.0 -55 0.007490792017486338 0.006585887243737512 50 GTEX 100 0.001 0.5 25 3034 0.0 -56 0.0075228806678333615 0.0066654237700774985 50 GTEX 100 0.001 0.5 25 3034 0.0 -57 0.007473234553185189 0.0066323882082172676 50 GTEX 100 0.001 0.5 25 3034 0.0 -58 0.007462645572371835 0.006690411746126561 50 GTEX 100 0.001 0.5 25 3034 0.0 -59 0.0074659182368493875 0.0065938845204239 50 GTEX 100 0.001 0.5 25 3034 0.0 -60 0.007488573854528442 0.006459335059090429 50 GTEX 100 0.001 0.5 25 3034 0.0 -61 0.007526904969391855 0.006619912105658492 50 GTEX 100 0.001 0.5 25 3034 0.0 -62 0.007519493738723126 0.006599769738995021 50 GTEX 100 0.001 0.5 25 3034 0.0 -63 0.007470542967147921 0.006622773301238796 50 GTEX 100 0.001 0.5 25 3034 0.0 -64 0.007453292608408672 0.00660937387379375 50 GTEX 100 0.001 0.5 25 3034 0.0 -65 0.007452705505195727 0.006534261900768704 50 GTEX 100 0.001 0.5 25 3034 0.0 -66 0.007510141595655835 0.006614961870326288 50 GTEX 100 0.001 0.5 25 3034 0.0 -67 0.007471280009655479 0.006511154732429652 50 GTEX 100 0.001 0.5 25 3034 0.0 -68 0.007503119526639324 0.006554696564615736 50 GTEX 100 0.001 0.5 25 3034 0.0 -69 0.007493524068736899 0.006753266519006384 50 GTEX 100 0.001 0.5 25 3034 0.0 -70 0.007502662284047693 0.006572353298609418 50 GTEX 100 0.001 0.5 25 3034 0.0 -71 0.007480905166093948 0.006636324974251451 50 GTEX 100 0.001 0.5 25 3034 0.0 -72 0.0075247646567671534 0.006720673955070429 50 GTEX 100 0.001 0.5 25 3034 0.0 -73 0.007523020261597017 0.00654657942352696 50 GTEX 100 0.001 0.5 25 3034 0.0 -74 0.007467123893882205 0.006530660565786715 50 GTEX 100 0.001 0.5 25 3034 0.0 -75 0.007511167261738488 0.00675074288270971 50 GTEX 100 0.001 0.5 25 3034 0.0 -76 0.007469799353735108 0.006597838046723275 50 GTEX 100 0.001 0.5 25 3034 0.0 -77 0.007461859550432521 0.006503073571200267 50 GTEX 100 0.001 0.5 25 3034 0.0 -78 0.007504831455916314 0.006616607921006788 50 GTEX 100 0.001 0.5 25 3034 0.0 -79 0.007506657082099931 0.006487395182365247 50 GTEX 100 0.001 0.5 25 3034 0.0 -80 0.007470719556168652 0.0066841826845002944 50 GTEX 100 0.001 0.5 25 3034 0.0 -81 0.0074979861336659384 0.006509951079448423 50 GTEX 100 0.001 0.5 25 3034 0.0 -82 0.00745012220186109 0.006703922806569718 50 GTEX 100 0.001 0.5 25 3034 0.0 -83 0.007505001865665377 0.006517771499571408 50 GTEX 100 0.001 0.5 25 3034 0.0 -84 0.00745115698594295 0.006648093618686265 50 GTEX 100 0.001 0.5 25 3034 0.0 -85 0.007496189049612233 0.006530746385568448 50 GTEX 100 0.001 0.5 25 3034 0.0 -86 0.007431340222351715 0.006540895252003416 50 GTEX 100 0.001 0.5 25 3034 0.0 -87 0.007445119622277492 0.006485606469355609 50 GTEX 100 0.001 0.5 25 3034 0.0 -88 0.0074504720610021925 0.006763580399512282 50 GTEX 100 0.001 0.5 25 3034 0.0 -89 0.007478193004340251 0.006532605363856364 50 GTEX 100 0.001 0.5 25 3034 0.0 -90 0.007455529004512086 0.006758770755821478 50 GTEX 100 0.001 0.5 25 3034 0.0 -91 0.007502734456825193 0.006401993452036619 50 GTEX 100 0.001 0.5 25 3034 0.0 -92 0.007407823763256518 0.0066781781158788914 50 GTEX 100 0.001 0.5 25 3034 0.0 -93 0.007506710876086716 0.006561144116996812 50 GTEX 100 0.001 0.5 25 3034 0.0 -94 0.007505378155154827 0.006737653973437987 50 GTEX 100 0.001 0.5 25 3034 0.0 -95 0.007497999932330872 0.006647159369350783 50 GTEX 100 0.001 0.5 25 3034 0.0 -96 0.007439617922607688 0.006639966843897625 50 GTEX 100 0.001 0.5 25 3034 0.0 -97 0.007451614943037154 0.006640615965108681 50 GTEX 100 0.001 0.5 25 3034 0.0 -98 0.007523405773904963 0.006582732142406044 50 GTEX 100 0.001 0.5 25 3034 0.0 -99 0.007476107581164733 0.006552922753652579 50 GTEX 100 0.001 0.5 25 3034 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.001lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.001lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 233db37b4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_25z_0.001lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.0848077551314291 0.05337370223872109 50 GTEX 100 0.001 0.0 25 7680 0.0 -1 0.036360388984103896 0.00853020429324373 50 GTEX 100 0.001 0.0 25 7680 0.0 -2 0.006876436911631162 0.005874502220272508 50 GTEX 100 0.001 0.0 25 7680 0.0 -3 0.005580897596413377 0.005120209474895617 50 GTEX 100 0.001 0.0 25 7680 0.0 -4 0.0050365877611926796 0.0047361345540293046 50 GTEX 100 0.001 0.0 25 7680 0.0 -5 0.004714008902303943 0.0044940208326564824 50 GTEX 100 0.001 0.0 25 7680 0.0 -6 0.004453533512835387 0.0042290626914406855 50 GTEX 100 0.001 0.0 25 7680 0.0 -7 0.004246859818526195 0.004041988630566619 50 GTEX 100 0.001 0.0 25 7680 0.0 -8 0.004073116211180288 0.0038456089671580792 50 GTEX 100 0.001 0.0 25 7680 0.0 -9 0.0038685948399121923 0.0036895189063797062 50 GTEX 100 0.001 0.0 25 7680 0.0 -10 0.0037330929795422745 0.003602040249025697 50 GTEX 100 0.001 0.0 25 7680 0.0 -11 0.003645128816239488 0.003549087706319421 50 GTEX 100 0.001 0.0 25 7680 0.0 -12 0.0035832814842112716 0.0034903660075767356 50 GTEX 100 0.001 0.0 25 7680 0.0 -13 0.003539780944018566 0.0034564561168521557 50 GTEX 100 0.001 0.0 25 7680 0.0 -14 0.0035071902972033868 0.003429219708777964 50 GTEX 100 0.001 0.0 25 7680 0.0 -15 0.003483473188584678 0.0034262153599765362 50 GTEX 100 0.001 0.0 25 7680 0.0 -16 0.0034637763328733005 0.0033984963588253683 50 GTEX 100 0.001 0.0 25 7680 0.0 -17 0.003448319472541738 0.0033921306118893193 50 GTEX 100 0.001 0.0 25 7680 0.0 -18 0.0034292500250763954 0.0033691350924835574 50 GTEX 100 0.001 0.0 25 7680 0.0 -19 0.0034131193971065617 0.00334704426531556 50 GTEX 100 0.001 0.0 25 7680 0.0 -20 0.003386795243166298 0.003309648968686594 50 GTEX 100 0.001 0.0 25 7680 0.0 -21 0.0033486745644113265 0.0032697882837024535 50 GTEX 100 0.001 0.0 25 7680 0.0 -22 0.003282585230631276 0.0031963458807940663 50 GTEX 100 0.001 0.0 25 7680 0.0 -23 0.00323393309589826 0.0031626101122007567 50 GTEX 100 0.001 0.0 25 7680 0.0 -24 0.0032022802952442484 0.0031468306717678846 50 GTEX 100 0.001 0.0 25 7680 0.0 -25 0.0031830322113143086 0.003114179627723751 50 GTEX 100 0.001 0.0 25 7680 0.0 -26 0.003165295318550547 0.003118322358578231 50 GTEX 100 0.001 0.0 25 7680 0.0 -27 0.003153046164078278 0.003102964349799283 50 GTEX 100 0.001 0.0 25 7680 0.0 -28 0.003143528981959274 0.0030903645209922055 50 GTEX 100 0.001 0.0 25 7680 0.0 -29 0.003136023140840096 0.003085166153926473 50 GTEX 100 0.001 0.0 25 7680 0.0 -30 0.0031296441512664594 0.0030744872164395515 50 GTEX 100 0.001 0.0 25 7680 0.0 -31 0.0031221195601605274 0.0030606204465460102 50 GTEX 100 0.001 0.0 25 7680 0.0 -32 0.0031104134404818327 0.003052352831128829 50 GTEX 100 0.001 0.0 25 7680 0.0 -33 0.0031071184574150935 0.0030634347283008717 50 GTEX 100 0.001 0.0 25 7680 0.0 -34 0.0031021474685007985 0.0030504349026450103 50 GTEX 100 0.001 0.0 25 7680 0.0 -35 0.003094285666980766 0.0030605424471737766 50 GTEX 100 0.001 0.0 25 7680 0.0 -36 0.0030914668679068945 0.0030290430304133987 50 GTEX 100 0.001 0.0 25 7680 0.0 -37 0.003081101400871548 0.0030234155635537135 50 GTEX 100 0.001 0.0 25 7680 0.0 -38 0.0030733811593745062 0.0030355487681018763 50 GTEX 100 0.001 0.0 25 7680 0.0 -39 0.0030652789592434415 0.0030060250404159833 50 GTEX 100 0.001 0.0 25 7680 0.0 -40 0.0030586775671926805 0.0030175535986111447 50 GTEX 100 0.001 0.0 25 7680 0.0 -41 0.003052532288602075 0.0030144050964349065 50 GTEX 100 0.001 0.0 25 7680 0.0 -42 0.0030474429611459784 0.0030090105016060712 50 GTEX 100 0.001 0.0 25 7680 0.0 -43 0.003044162532884253 0.0030097453115762924 50 GTEX 100 0.001 0.0 25 7680 0.0 -44 0.003041736221741135 0.002997196913774731 50 GTEX 100 0.001 0.0 25 7680 0.0 -45 0.003033922609155072 0.0029993925691571637 50 GTEX 100 0.001 0.0 25 7680 0.0 -46 0.0030319920677175814 0.002994860866383256 50 GTEX 100 0.001 0.0 25 7680 0.0 -47 0.0030283287051810145 0.003001772788417005 50 GTEX 100 0.001 0.0 25 7680 0.0 -48 0.00302820312712364 0.0030067363606071803 50 GTEX 100 0.001 0.0 25 7680 0.0 -49 0.0030264759538462067 0.0029896518293885026 50 GTEX 100 0.001 0.0 25 7680 0.0 -50 0.0030219033185864426 0.0029936887623968856 50 GTEX 100 0.001 0.0 25 7680 0.0 -51 0.0030223595611154922 0.00299144848010825 50 GTEX 100 0.001 0.0 25 7680 0.0 -52 0.003023288226489175 0.002982261728321843 50 GTEX 100 0.001 0.0 25 7680 0.0 -53 0.0030214730005088007 0.0029882895200293753 50 GTEX 100 0.001 0.0 25 7680 0.0 -54 0.003017011120329291 0.002975639558491074 50 GTEX 100 0.001 0.0 25 7680 0.0 -55 0.0030139294944892853 0.002990257350626993 50 GTEX 100 0.001 0.0 25 7680 0.0 -56 0.003014754951181225 0.0029755239877336352 50 GTEX 100 0.001 0.0 25 7680 0.0 -57 0.0030096721037066597 0.002977465009166303 50 GTEX 100 0.001 0.0 25 7680 0.0 -58 0.0030117245354907363 0.002978191870802964 50 GTEX 100 0.001 0.0 25 7680 0.0 -59 0.003006762668928772 0.0029717703861584567 50 GTEX 100 0.001 0.0 25 7680 0.0 -60 0.0030056698650097686 0.002974338189675738 50 GTEX 100 0.001 0.0 25 7680 0.0 -61 0.003003924611019935 0.002970467996827819 50 GTEX 100 0.001 0.0 25 7680 0.0 -62 0.0030080225950045395 0.0029741460632288497 50 GTEX 100 0.001 0.0 25 7680 0.0 -63 0.003003825557284278 0.0029763963525874025 50 GTEX 100 0.001 0.0 25 7680 0.0 -64 0.003000977699436012 0.002957035090018262 50 GTEX 100 0.001 0.0 25 7680 0.0 -65 0.0030036335074922907 0.00297383763721149 50 GTEX 100 0.001 0.0 25 7680 0.0 -66 0.0029991479479419833 0.0029697308720517974 50 GTEX 100 0.001 0.0 25 7680 0.0 -67 0.003001786034406286 0.002967321251283538 50 GTEX 100 0.001 0.0 25 7680 0.0 -68 0.0029988290034570968 0.00295903610008921 50 GTEX 100 0.001 0.0 25 7680 0.0 -69 0.0029967613997573576 0.002958013689607566 50 GTEX 100 0.001 0.0 25 7680 0.0 -70 0.002996975567845644 0.002961771387187233 50 GTEX 100 0.001 0.0 25 7680 0.0 -71 0.0029970337868935426 0.0029575138128390926 50 GTEX 100 0.001 0.0 25 7680 0.0 -72 0.002996295089928371 0.0029558387537178773 50 GTEX 100 0.001 0.0 25 7680 0.0 -73 0.0029955198523739287 0.0029585864664915906 50 GTEX 100 0.001 0.0 25 7680 0.0 -74 0.002993016151492557 0.002966967404256982 50 GTEX 100 0.001 0.0 25 7680 0.0 -75 0.0029941610587138874 0.0029604960741570836 50 GTEX 100 0.001 0.0 25 7680 0.0 -76 0.0029926746841905704 0.002955516588258001 50 GTEX 100 0.001 0.0 25 7680 0.0 -77 0.0029933518801721465 0.0029605516219713473 50 GTEX 100 0.001 0.0 25 7680 0.0 -78 0.002991311591291912 0.002956575967686626 50 GTEX 100 0.001 0.0 25 7680 0.0 -79 0.002986261440819562 0.0029547276752629093 50 GTEX 100 0.001 0.0 25 7680 0.0 -80 0.002992335512116197 0.002948674627627554 50 GTEX 100 0.001 0.0 25 7680 0.0 -81 0.00298791203167877 0.002956623564290145 50 GTEX 100 0.001 0.0 25 7680 0.0 -82 0.002987272844863228 0.002957297889418376 50 GTEX 100 0.001 0.0 25 7680 0.0 -83 0.00298446629584891 0.0029603639155442157 50 GTEX 100 0.001 0.0 25 7680 0.0 -84 0.0029860117579790153 0.0029571294034707284 50 GTEX 100 0.001 0.0 25 7680 0.0 -85 0.0029874471233343326 0.002955943270774112 50 GTEX 100 0.001 0.0 25 7680 0.0 -86 0.0029861557618506805 0.002958248668180304 50 GTEX 100 0.001 0.0 25 7680 0.0 -87 0.0029872382887082003 0.002959889969071409 50 GTEX 100 0.001 0.0 25 7680 0.0 -88 0.0029844820692580816 0.0029558219868130275 50 GTEX 100 0.001 0.0 25 7680 0.0 -89 0.002984125531588729 0.0029452375907401337 50 GTEX 100 0.001 0.0 25 7680 0.0 -90 0.002981431882195328 0.002955903356696546 50 GTEX 100 0.001 0.0 25 7680 0.0 -91 0.0029842691985236857 0.002959723925632301 50 GTEX 100 0.001 0.0 25 7680 0.0 -92 0.0029825703244620123 0.0029538336292727224 50 GTEX 100 0.001 0.0 25 7680 0.0 -93 0.002982999417565671 0.002952738157774502 50 GTEX 100 0.001 0.0 25 7680 0.0 -94 0.0029819533124104108 0.0029553229676669342 50 GTEX 100 0.001 0.0 25 7680 0.0 -95 0.0029830107486733914 0.00295778310604521 50 GTEX 100 0.001 0.0 25 7680 0.0 -96 0.002980594062065863 0.002941044186686339 50 GTEX 100 0.001 0.0 25 7680 0.0 -97 0.00298348795142022 0.0029459085407093195 50 GTEX 100 0.001 0.0 25 7680 0.0 -98 0.002976771505444091 0.002942695758684393 50 GTEX 100 0.001 0.0 25 7680 0.0 -99 0.0029761488417833822 0.002931380164172118 50 GTEX 100 0.001 0.0 25 7680 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00001lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00001lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 0c4c7540f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00001lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.164609857622089 0.16339274141725024 100 GTEX 100 1e-05 0.1 50 8839 0.0 -1 0.1606498273685488 0.15669804737821733 100 GTEX 100 1e-05 0.1 50 8839 0.0 -2 0.15236613542877206 0.1473409532367503 100 GTEX 100 1e-05 0.1 50 8839 0.0 -3 0.1433002198996634 0.13866261656293397 100 GTEX 100 1e-05 0.1 50 8839 0.0 -4 0.1354965823035035 0.13162739319946376 100 GTEX 100 1e-05 0.1 50 8839 0.0 -5 0.1292906393137353 0.12614149328307053 100 GTEX 100 1e-05 0.1 50 8839 0.0 -6 0.12445623896055115 0.12183812300288632 100 GTEX 100 1e-05 0.1 50 8839 0.0 -7 0.12066116781175937 0.11839830861232127 100 GTEX 100 1e-05 0.1 50 8839 0.0 -8 0.11753652397091845 0.1155614886900318 100 GTEX 100 1e-05 0.1 50 8839 0.0 -9 0.11497644101999195 0.11317614182659881 100 GTEX 100 1e-05 0.1 50 8839 0.0 -10 0.11277880325631681 0.11112297603952567 100 GTEX 100 1e-05 0.1 50 8839 0.0 -11 0.11084720443253836 0.10931596202428803 100 GTEX 100 1e-05 0.1 50 8839 0.0 -12 0.10914758671308453 0.10769836885054301 100 GTEX 100 1e-05 0.1 50 8839 0.0 -13 0.1075970269483851 0.10623045472477778 100 GTEX 100 1e-05 0.1 50 8839 0.0 -14 0.10620336827184654 0.10486404648751814 100 GTEX 100 1e-05 0.1 50 8839 0.0 -15 0.10488390198265271 0.10358918500717149 100 GTEX 100 1e-05 0.1 50 8839 0.0 -16 0.10361760202293552 0.10237817735386438 100 GTEX 100 1e-05 0.1 50 8839 0.0 -17 0.10245335591283887 0.10121693224168096 100 GTEX 100 1e-05 0.1 50 8839 0.0 -18 0.10128558738119967 0.10007269448200559 100 GTEX 100 1e-05 0.1 50 8839 0.0 -19 0.10013483665404255 0.09895079682081824 100 GTEX 100 1e-05 0.1 50 8839 0.0 -20 0.09902752839163413 0.09783806266553502 100 GTEX 100 1e-05 0.1 50 8839 0.0 -21 0.09792051786991464 0.09672625889796269 100 GTEX 100 1e-05 0.1 50 8839 0.0 -22 0.09679486431056297 0.09560491461944218 100 GTEX 100 1e-05 0.1 50 8839 0.0 -23 0.09563544009156699 0.09446380570700867 100 GTEX 100 1e-05 0.1 50 8839 0.0 -24 0.09451740775763 0.09329979688269104 100 GTEX 100 1e-05 0.1 50 8839 0.0 -25 0.09334534916877621 0.09210220129430974 100 GTEX 100 1e-05 0.1 50 8839 0.0 -26 0.09211419370004541 0.09087197904691044 100 GTEX 100 1e-05 0.1 50 8839 0.0 -27 0.09085975207086978 0.08959439447850782 100 GTEX 100 1e-05 0.1 50 8839 0.0 -28 0.08957899125825897 0.08826928449787567 100 GTEX 100 1e-05 0.1 50 8839 0.0 -29 0.08822770724849237 0.0868863287477439 100 GTEX 100 1e-05 0.1 50 8839 0.0 -30 0.08682156168376932 0.08544286499118624 100 GTEX 100 1e-05 0.1 50 8839 0.0 -31 0.08540304560850576 0.08393843069729243 100 GTEX 100 1e-05 0.1 50 8839 0.0 -32 0.08387529887546263 0.08238194038659448 100 GTEX 100 1e-05 0.1 50 8839 0.0 -33 0.0823257425553043 0.08079414004495389 100 GTEX 100 1e-05 0.1 50 8839 0.0 -34 0.0807748670353612 0.07921010740242984 100 GTEX 100 1e-05 0.1 50 8839 0.0 -35 0.07919864116953333 0.07767180316575127 100 GTEX 100 1e-05 0.1 50 8839 0.0 -36 0.07778481099633766 0.07622332610331561 100 GTEX 100 1e-05 0.1 50 8839 0.0 -37 0.07642560071626989 0.07490155245301389 100 GTEX 100 1e-05 0.1 50 8839 0.0 -38 0.07519279698188748 0.07372045950404592 100 GTEX 100 1e-05 0.1 50 8839 0.0 -39 0.07409712204831044 0.07268096911703226 100 GTEX 100 1e-05 0.1 50 8839 0.0 -40 0.07313728415942108 0.07177312454003346 100 GTEX 100 1e-05 0.1 50 8839 0.0 -41 0.07229797343848511 0.07098510427959971 100 GTEX 100 1e-05 0.1 50 8839 0.0 -42 0.07158575683605511 0.07030104420824196 100 GTEX 100 1e-05 0.1 50 8839 0.0 -43 0.07091722005606957 0.06970766056399835 100 GTEX 100 1e-05 0.1 50 8839 0.0 -44 0.07036646404843201 0.06920254597362456 100 GTEX 100 1e-05 0.1 50 8839 0.0 -45 0.06990385625412639 0.06875649375040721 100 GTEX 100 1e-05 0.1 50 8839 0.0 -46 0.0694660930697072 0.06836591243120654 100 GTEX 100 1e-05 0.1 50 8839 0.0 -47 0.06907544782131618 0.06801359363948438 100 GTEX 100 1e-05 0.1 50 8839 0.0 -48 0.0687608319836697 0.06769700879549799 100 GTEX 100 1e-05 0.1 50 8839 0.0 -49 0.06844486945141605 0.06740512800873913 100 GTEX 100 1e-05 0.1 50 8839 0.0 -50 0.06811817212586507 0.06713606767044775 100 GTEX 100 1e-05 0.1 50 8839 0.0 -51 0.06789996510632655 0.06688719036008016 100 GTEX 100 1e-05 0.1 50 8839 0.0 -52 0.06762037994293825 0.06664930499325233 100 GTEX 100 1e-05 0.1 50 8839 0.0 -53 0.06740650353697268 0.06642263998833446 100 GTEX 100 1e-05 0.1 50 8839 0.0 -54 0.06717420665930326 0.06620616404899173 100 GTEX 100 1e-05 0.1 50 8839 0.0 -55 0.0669422554391496 0.06599746730900989 100 GTEX 100 1e-05 0.1 50 8839 0.0 -56 0.06673953889638856 0.06579393498287908 100 GTEX 100 1e-05 0.1 50 8839 0.0 -57 0.0665272759263614 0.06559756402450369 100 GTEX 100 1e-05 0.1 50 8839 0.0 -58 0.06635812836050597 0.06540844413830753 100 GTEX 100 1e-05 0.1 50 8839 0.0 -59 0.0661625405091777 0.06522227228821004 100 GTEX 100 1e-05 0.1 50 8839 0.0 -60 0.0659774046230306 0.06504195332243869 100 GTEX 100 1e-05 0.1 50 8839 0.0 -61 0.06577453571916243 0.06486694697474799 100 GTEX 100 1e-05 0.1 50 8839 0.0 -62 0.0655875901076866 0.06469536565612477 100 GTEX 100 1e-05 0.1 50 8839 0.0 -63 0.06544291010606348 0.064525821957978 100 GTEX 100 1e-05 0.1 50 8839 0.0 -64 0.06525059281721958 0.06436427642977283 100 GTEX 100 1e-05 0.1 50 8839 0.0 -65 0.06508226433240198 0.06420325751313692 100 GTEX 100 1e-05 0.1 50 8839 0.0 -66 0.06492317338465536 0.06404488132877041 100 GTEX 100 1e-05 0.1 50 8839 0.0 -67 0.06475596699135298 0.06388549391931 100 GTEX 100 1e-05 0.1 50 8839 0.0 -68 0.06460987937539184 0.06372841868280459 100 GTEX 100 1e-05 0.1 50 8839 0.0 -69 0.0644548077915807 0.0635766448743443 100 GTEX 100 1e-05 0.1 50 8839 0.0 -70 0.06431230431767103 0.06343589123947539 100 GTEX 100 1e-05 0.1 50 8839 0.0 -71 0.06415365756760558 0.06329831071622925 100 GTEX 100 1e-05 0.1 50 8839 0.0 -72 0.06401631452817656 0.06316821884802992 100 GTEX 100 1e-05 0.1 50 8839 0.0 -73 0.06387685395771717 0.0630415065263614 100 GTEX 100 1e-05 0.1 50 8839 0.0 -74 0.06373598671575226 0.0629197000862301 100 GTEX 100 1e-05 0.1 50 8839 0.0 -75 0.06361911373845096 0.06279657888775089 100 GTEX 100 1e-05 0.1 50 8839 0.0 -76 0.06350294229308592 0.06268211897505101 100 GTEX 100 1e-05 0.1 50 8839 0.0 -77 0.06339082716274276 0.06256689464128062 100 GTEX 100 1e-05 0.1 50 8839 0.0 -78 0.06328774768958705 0.06245375241900125 100 GTEX 100 1e-05 0.1 50 8839 0.0 -79 0.06313762459693431 0.062342153231793936 100 GTEX 100 1e-05 0.1 50 8839 0.0 -80 0.06304467137337512 0.06223729317972415 100 GTEX 100 1e-05 0.1 50 8839 0.0 -81 0.06292864757377406 0.06213102418886845 100 GTEX 100 1e-05 0.1 50 8839 0.0 -82 0.06283427270829167 0.06202447877580675 100 GTEX 100 1e-05 0.1 50 8839 0.0 -83 0.06269323676383846 0.061919105129436845 100 GTEX 100 1e-05 0.1 50 8839 0.0 -84 0.06263046452207577 0.06181779034974004 100 GTEX 100 1e-05 0.1 50 8839 0.0 -85 0.06248903956043502 0.06171058398802471 100 GTEX 100 1e-05 0.1 50 8839 0.0 -86 0.062402339199455786 0.061602760559592414 100 GTEX 100 1e-05 0.1 50 8839 0.0 -87 0.06227127564227907 0.061489953840073525 100 GTEX 100 1e-05 0.1 50 8839 0.0 -88 0.062179123984951394 0.06138294670348385 100 GTEX 100 1e-05 0.1 50 8839 0.0 -89 0.062060884351436696 0.06128396544279708 100 GTEX 100 1e-05 0.1 50 8839 0.0 -90 0.06195924955073815 0.06119527330643324 100 GTEX 100 1e-05 0.1 50 8839 0.0 -91 0.061875100635457245 0.06111148451614289 100 GTEX 100 1e-05 0.1 50 8839 0.0 -92 0.06180206306764288 0.0610324358815476 100 GTEX 100 1e-05 0.1 50 8839 0.0 -93 0.06171945646386332 0.0609503513903219 100 GTEX 100 1e-05 0.1 50 8839 0.0 -94 0.061626960887121426 0.060873060908607654 100 GTEX 100 1e-05 0.1 50 8839 0.0 -95 0.061560865191386066 0.06079714630549851 100 GTEX 100 1e-05 0.1 50 8839 0.0 -96 0.06146176584797663 0.06072574243402753 100 GTEX 100 1e-05 0.1 50 8839 0.0 -97 0.06140386423144659 0.06065081901310061 100 GTEX 100 1e-05 0.1 50 8839 0.0 -98 0.06132338857910784 0.06058041125309331 100 GTEX 100 1e-05 0.1 50 8839 0.0 -99 0.06124255052531887 0.06051108809081774 100 GTEX 100 1e-05 0.1 50 8839 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00001lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00001lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 39bc0bf9b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00001lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1646315193411112 0.16481879444176706 100 GTEX 100 1e-05 0.5 50 6680 0.0 -1 0.16131585095838394 0.15863158800302804 100 GTEX 100 1e-05 0.5 50 6680 0.0 -2 0.15388038528277828 0.14952276760407726 100 GTEX 100 1e-05 0.5 50 6680 0.0 -3 0.14525761485754582 0.14084784720560445 100 GTEX 100 1e-05 0.5 50 6680 0.0 -4 0.13761147487921588 0.13378824690222288 100 GTEX 100 1e-05 0.5 50 6680 0.0 -5 0.1315346688403617 0.12831376526972188 100 GTEX 100 1e-05 0.5 50 6680 0.0 -6 0.1266144111200032 0.12398569645650487 100 GTEX 100 1e-05 0.5 50 6680 0.0 -7 0.1227133337306387 0.12053616129626793 100 GTEX 100 1e-05 0.5 50 6680 0.0 -8 0.11951163517543578 0.11772626108656364 100 GTEX 100 1e-05 0.5 50 6680 0.0 -9 0.11684809052287506 0.11534809335329686 100 GTEX 100 1e-05 0.5 50 6680 0.0 -10 0.11459799755525599 0.11330110537235275 100 GTEX 100 1e-05 0.5 50 6680 0.0 -11 0.11267348653797717 0.11151833597131555 100 GTEX 100 1e-05 0.5 50 6680 0.0 -12 0.11090227914319895 0.10991540228232685 100 GTEX 100 1e-05 0.5 50 6680 0.0 -13 0.10933557946836607 0.10849586678775092 100 GTEX 100 1e-05 0.5 50 6680 0.0 -14 0.10786433033137535 0.10715968705742078 100 GTEX 100 1e-05 0.5 50 6680 0.0 -15 0.10649446675911416 0.10592872354807509 100 GTEX 100 1e-05 0.5 50 6680 0.0 -16 0.10532608154495729 0.10476316752429245 100 GTEX 100 1e-05 0.5 50 6680 0.0 -17 0.10412055169379458 0.10365083252749062 100 GTEX 100 1e-05 0.5 50 6680 0.0 -18 0.10304908619768027 0.10257940614744737 100 GTEX 100 1e-05 0.5 50 6680 0.0 -19 0.10190240008294349 0.10151353206471345 100 GTEX 100 1e-05 0.5 50 6680 0.0 -20 0.10091211897850011 0.10049423150463249 100 GTEX 100 1e-05 0.5 50 6680 0.0 -21 0.09988134432659994 0.09946526598341111 100 GTEX 100 1e-05 0.5 50 6680 0.0 -22 0.09881923150251895 0.09843909768777202 100 GTEX 100 1e-05 0.5 50 6680 0.0 -23 0.09784206265574387 0.09739517205228371 100 GTEX 100 1e-05 0.5 50 6680 0.0 -24 0.09676332657268814 0.09634970808437116 100 GTEX 100 1e-05 0.5 50 6680 0.0 -25 0.09576497767862352 0.09528017828786328 100 GTEX 100 1e-05 0.5 50 6680 0.0 -26 0.09466304006024501 0.09418504954290934 100 GTEX 100 1e-05 0.5 50 6680 0.0 -27 0.0935442236193989 0.09306275048523348 100 GTEX 100 1e-05 0.5 50 6680 0.0 -28 0.09243648926594371 0.09186731162746596 100 GTEX 100 1e-05 0.5 50 6680 0.0 -29 0.09127143183035447 0.09064530374432699 100 GTEX 100 1e-05 0.5 50 6680 0.0 -30 0.0901090538744452 0.08936275122510164 100 GTEX 100 1e-05 0.5 50 6680 0.0 -31 0.08888818915833814 0.0880356032982072 100 GTEX 100 1e-05 0.5 50 6680 0.0 -32 0.08752731779072596 0.08664330361347235 100 GTEX 100 1e-05 0.5 50 6680 0.0 -33 0.08607067649327577 0.08520161510647023 100 GTEX 100 1e-05 0.5 50 6680 0.0 -34 0.08477929239305433 0.08372603668459468 100 GTEX 100 1e-05 0.5 50 6680 0.0 -35 0.08335819030996108 0.08222552510722055 100 GTEX 100 1e-05 0.5 50 6680 0.0 -36 0.08192355014494761 0.08074447659938508 100 GTEX 100 1e-05 0.5 50 6680 0.0 -37 0.08048889439880023 0.0792881537073012 100 GTEX 100 1e-05 0.5 50 6680 0.0 -38 0.07916306771335625 0.07788886843752045 100 GTEX 100 1e-05 0.5 50 6680 0.0 -39 0.07784652604502207 0.0765690534117104 100 GTEX 100 1e-05 0.5 50 6680 0.0 -40 0.07668359729783945 0.07536068065764787 100 GTEX 100 1e-05 0.5 50 6680 0.0 -41 0.07549579291071952 0.07426186345036039 100 GTEX 100 1e-05 0.5 50 6680 0.0 -42 0.07444380841235544 0.07328863677076514 100 GTEX 100 1e-05 0.5 50 6680 0.0 -43 0.0735531738093842 0.07242628898004162 100 GTEX 100 1e-05 0.5 50 6680 0.0 -44 0.07268770906991184 0.07167082585875979 100 GTEX 100 1e-05 0.5 50 6680 0.0 -45 0.07200889322984252 0.07102431475889547 100 GTEX 100 1e-05 0.5 50 6680 0.0 -46 0.07125777992818025 0.07047011774075802 100 GTEX 100 1e-05 0.5 50 6680 0.0 -47 0.07078935138962268 0.06997580251199664 100 GTEX 100 1e-05 0.5 50 6680 0.0 -48 0.07027358992324909 0.06954775651484842 100 GTEX 100 1e-05 0.5 50 6680 0.0 -49 0.06982376906295581 0.06916266076351753 100 GTEX 100 1e-05 0.5 50 6680 0.0 -50 0.06939016070224371 0.06881666364778584 100 GTEX 100 1e-05 0.5 50 6680 0.0 -51 0.06896835756258438 0.06851370813955372 100 GTEX 100 1e-05 0.5 50 6680 0.0 -52 0.0686961708816062 0.06822630457098493 100 GTEX 100 1e-05 0.5 50 6680 0.0 -53 0.06838651669817779 0.06796469210785151 100 GTEX 100 1e-05 0.5 50 6680 0.0 -54 0.06807688284860917 0.06772381469550695 100 GTEX 100 1e-05 0.5 50 6680 0.0 -55 0.06784019764822465 0.06749684615733506 100 GTEX 100 1e-05 0.5 50 6680 0.0 -56 0.06763281036426869 0.06727701643687237 100 GTEX 100 1e-05 0.5 50 6680 0.0 -57 0.06735950652275793 0.06707167625427246 100 GTEX 100 1e-05 0.5 50 6680 0.0 -58 0.06707772594706693 0.06687303261385218 100 GTEX 100 1e-05 0.5 50 6680 0.0 -59 0.06691910836617798 0.06667758885615226 100 GTEX 100 1e-05 0.5 50 6680 0.0 -60 0.0667693461068671 0.06649114377088419 100 GTEX 100 1e-05 0.5 50 6680 0.0 -61 0.06647770194150054 0.06630678398414257 100 GTEX 100 1e-05 0.5 50 6680 0.0 -62 0.06625273691285082 0.06612885509663662 100 GTEX 100 1e-05 0.5 50 6680 0.0 -63 0.06601178791841056 0.06595450767206149 100 GTEX 100 1e-05 0.5 50 6680 0.0 -64 0.06597412325732242 0.06578415037334645 100 GTEX 100 1e-05 0.5 50 6680 0.0 -65 0.0657508784069473 0.06561676108281875 100 GTEX 100 1e-05 0.5 50 6680 0.0 -66 0.06560032683626027 0.06545326603796092 100 GTEX 100 1e-05 0.5 50 6680 0.0 -67 0.06548866229132802 0.0652922149251849 100 GTEX 100 1e-05 0.5 50 6680 0.0 -68 0.06526240829846242 0.06513875780959999 100 GTEX 100 1e-05 0.5 50 6680 0.0 -69 0.0651238727938843 0.06498921707895772 100 GTEX 100 1e-05 0.5 50 6680 0.0 -70 0.06497250101949618 0.06484099422287579 100 GTEX 100 1e-05 0.5 50 6680 0.0 -71 0.06481335780238909 0.0646947164074323 100 GTEX 100 1e-05 0.5 50 6680 0.0 -72 0.0647062385362104 0.06455135633000403 100 GTEX 100 1e-05 0.5 50 6680 0.0 -73 0.06451557524005677 0.06441832686501764 100 GTEX 100 1e-05 0.5 50 6680 0.0 -74 0.06438172103749971 0.0642847223455235 100 GTEX 100 1e-05 0.5 50 6680 0.0 -75 0.06423026819446717 0.06414944787612432 100 GTEX 100 1e-05 0.5 50 6680 0.0 -76 0.06418822417544301 0.06402039798436962 100 GTEX 100 1e-05 0.5 50 6680 0.0 -77 0.0639893562656226 0.0638944830023064 100 GTEX 100 1e-05 0.5 50 6680 0.0 -78 0.06387367549218459 0.06376130485149391 100 GTEX 100 1e-05 0.5 50 6680 0.0 -79 0.06378504861938332 0.06363738185155982 100 GTEX 100 1e-05 0.5 50 6680 0.0 -80 0.06356404335317233 0.0635135222240546 100 GTEX 100 1e-05 0.5 50 6680 0.0 -81 0.06358291739894027 0.06339013379619603 100 GTEX 100 1e-05 0.5 50 6680 0.0 -82 0.06335022462919722 0.06326544280571177 100 GTEX 100 1e-05 0.5 50 6680 0.0 -83 0.06325418749605576 0.06314572700416181 100 GTEX 100 1e-05 0.5 50 6680 0.0 -84 0.06319745036230251 0.06303296648957431 100 GTEX 100 1e-05 0.5 50 6680 0.0 -85 0.0630515507186581 0.06292216573264663 100 GTEX 100 1e-05 0.5 50 6680 0.0 -86 0.06297857092884887 0.06281339496147496 100 GTEX 100 1e-05 0.5 50 6680 0.0 -87 0.06290113574614604 0.0627180234645936 100 GTEX 100 1e-05 0.5 50 6680 0.0 -88 0.06274120733999736 0.06261501295541629 100 GTEX 100 1e-05 0.5 50 6680 0.0 -89 0.06266569255093618 0.06251458244348661 100 GTEX 100 1e-05 0.5 50 6680 0.0 -90 0.06254430909862334 0.06240481339366717 100 GTEX 100 1e-05 0.5 50 6680 0.0 -91 0.062439598555491596 0.06230069766309778 100 GTEX 100 1e-05 0.5 50 6680 0.0 -92 0.062414366967155244 0.06219378469278151 100 GTEX 100 1e-05 0.5 50 6680 0.0 -93 0.062253838224985585 0.062087479327228134 100 GTEX 100 1e-05 0.5 50 6680 0.0 -94 0.062196036187468155 0.06198862008042209 100 GTEX 100 1e-05 0.5 50 6680 0.0 -95 0.06198840091534032 0.06188703675403794 100 GTEX 100 1e-05 0.5 50 6680 0.0 -96 0.061912961415155544 0.061788401534575474 100 GTEX 100 1e-05 0.5 50 6680 0.0 -97 0.061873329774031635 0.06170112098577811 100 GTEX 100 1e-05 0.5 50 6680 0.0 -98 0.061778075591294786 0.06161501626891328 100 GTEX 100 1e-05 0.5 50 6680 0.0 -99 0.061722892484406024 0.06154357219830212 100 GTEX 100 1e-05 0.5 50 6680 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00001lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00001lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 233443dc9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00001lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16465485438639957 0.1647732530936542 100 GTEX 100 1e-05 0.0 50 8545 0.0 -1 0.16120089980274568 0.15869738127568828 100 GTEX 100 1e-05 0.0 50 8545 0.0 -2 0.15290576550101004 0.14908138053498793 100 GTEX 100 1e-05 0.0 50 8545 0.0 -3 0.14319917282282998 0.1400814747629057 100 GTEX 100 1e-05 0.0 50 8545 0.0 -4 0.13502573599763237 0.13302442567430067 100 GTEX 100 1e-05 0.0 50 8545 0.0 -5 0.1287196659687342 0.12760931089123845 100 GTEX 100 1e-05 0.0 50 8545 0.0 -6 0.123854987591653 0.12338343341994194 100 GTEX 100 1e-05 0.0 50 8545 0.0 -7 0.11998689271138968 0.11995846857476143 100 GTEX 100 1e-05 0.0 50 8545 0.0 -8 0.11682712579634168 0.11713513850939138 100 GTEX 100 1e-05 0.0 50 8545 0.0 -9 0.11419768323739152 0.11475398799425748 100 GTEX 100 1e-05 0.0 50 8545 0.0 -10 0.11195958160817013 0.11271585538246785 100 GTEX 100 1e-05 0.0 50 8545 0.0 -11 0.11001758945741258 0.11090597685978894 100 GTEX 100 1e-05 0.0 50 8545 0.0 -12 0.10829199456741707 0.10928660914471848 100 GTEX 100 1e-05 0.0 50 8545 0.0 -13 0.1067336316940474 0.1078117420974793 100 GTEX 100 1e-05 0.0 50 8545 0.0 -14 0.10529620058104999 0.10643743814284358 100 GTEX 100 1e-05 0.0 50 8545 0.0 -15 0.1039537798691617 0.10514104896058601 100 GTEX 100 1e-05 0.0 50 8545 0.0 -16 0.10267822184805836 0.10389685676125066 100 GTEX 100 1e-05 0.0 50 8545 0.0 -17 0.1014497367242353 0.10269540542658744 100 GTEX 100 1e-05 0.0 50 8545 0.0 -18 0.10025422786305116 0.10151285695145792 100 GTEX 100 1e-05 0.0 50 8545 0.0 -19 0.099078366887271 0.10034061413074175 100 GTEX 100 1e-05 0.0 50 8545 0.0 -20 0.09790890855734156 0.09916611556884454 100 GTEX 100 1e-05 0.0 50 8545 0.0 -21 0.09673735398724022 0.09798973886572362 100 GTEX 100 1e-05 0.0 50 8545 0.0 -22 0.09555367216683497 0.09680110097158091 100 GTEX 100 1e-05 0.0 50 8545 0.0 -23 0.094350495417109 0.09557616294223546 100 GTEX 100 1e-05 0.0 50 8545 0.0 -24 0.09312183213728817 0.09432103637846703 100 GTEX 100 1e-05 0.0 50 8545 0.0 -25 0.09186110258562029 0.09303677291697876 100 GTEX 100 1e-05 0.0 50 8545 0.0 -26 0.09056199672633396 0.09170785461315184 100 GTEX 100 1e-05 0.0 50 8545 0.0 -27 0.08922068052307862 0.09032736874465254 100 GTEX 100 1e-05 0.0 50 8545 0.0 -28 0.08783105384702855 0.08890348488726997 100 GTEX 100 1e-05 0.0 50 8545 0.0 -29 0.08638476301860165 0.0874185217933963 100 GTEX 100 1e-05 0.0 50 8545 0.0 -30 0.08487859535248135 0.08587597885625897 100 GTEX 100 1e-05 0.0 50 8545 0.0 -31 0.08331358625822212 0.08428203623331092 100 GTEX 100 1e-05 0.0 50 8545 0.0 -32 0.08170343339490427 0.08264713521919323 100 GTEX 100 1e-05 0.0 50 8545 0.0 -33 0.08007012217689168 0.08101512248071881 100 GTEX 100 1e-05 0.0 50 8545 0.0 -34 0.0784502702418786 0.07941343561664733 100 GTEX 100 1e-05 0.0 50 8545 0.0 -35 0.07688707383523663 0.07789085131181057 100 GTEX 100 1e-05 0.0 50 8545 0.0 -36 0.07542458484646787 0.07648628414697067 100 GTEX 100 1e-05 0.0 50 8545 0.0 -37 0.07409885079864843 0.07522765258079246 100 GTEX 100 1e-05 0.0 50 8545 0.0 -38 0.07292917821435524 0.07412215869009721 100 GTEX 100 1e-05 0.0 50 8545 0.0 -39 0.07191334193090558 0.0731620618032412 100 GTEX 100 1e-05 0.0 50 8545 0.0 -40 0.07103442891942695 0.07232319708106183 100 GTEX 100 1e-05 0.0 50 8545 0.0 -41 0.07027047256475469 0.07158846733914583 100 GTEX 100 1e-05 0.0 50 8545 0.0 -42 0.0696065992540337 0.07094433818706541 100 GTEX 100 1e-05 0.0 50 8545 0.0 -43 0.06902800646618526 0.07037830245132229 100 GTEX 100 1e-05 0.0 50 8545 0.0 -44 0.06852107734476562 0.06987568951378303 100 GTEX 100 1e-05 0.0 50 8545 0.0 -45 0.06807347688734613 0.06942581184236722 100 GTEX 100 1e-05 0.0 50 8545 0.0 -46 0.06767498146027588 0.06902232754819747 100 GTEX 100 1e-05 0.0 50 8545 0.0 -47 0.06731460840918704 0.06865059757187339 100 GTEX 100 1e-05 0.0 50 8545 0.0 -48 0.06698351937837153 0.06830471601096397 100 GTEX 100 1e-05 0.0 50 8545 0.0 -49 0.06667397509277767 0.06797854514516352 100 GTEX 100 1e-05 0.0 50 8545 0.0 -50 0.06638244394375478 0.0676711242178547 100 GTEX 100 1e-05 0.0 50 8545 0.0 -51 0.06610764347522856 0.06738128164648556 100 GTEX 100 1e-05 0.0 50 8545 0.0 -52 0.06585009862691733 0.06710814967921479 100 GTEX 100 1e-05 0.0 50 8545 0.0 -53 0.06560709834369546 0.06684791274057142 100 GTEX 100 1e-05 0.0 50 8545 0.0 -54 0.06537539285497554 0.0666009925107539 100 GTEX 100 1e-05 0.0 50 8545 0.0 -55 0.0651540295307974 0.06636565759381415 100 GTEX 100 1e-05 0.0 50 8545 0.0 -56 0.06494132951145958 0.06613631622986195 100 GTEX 100 1e-05 0.0 50 8545 0.0 -57 0.06473572303116908 0.0659159194720562 100 GTEX 100 1e-05 0.0 50 8545 0.0 -58 0.06453744492881072 0.0657005245609655 100 GTEX 100 1e-05 0.0 50 8545 0.0 -59 0.06434506427146848 0.06549224043583689 100 GTEX 100 1e-05 0.0 50 8545 0.0 -60 0.06415811353855468 0.06529305233644896 100 GTEX 100 1e-05 0.0 50 8545 0.0 -61 0.06397626428987177 0.06509685320885916 100 GTEX 100 1e-05 0.0 50 8545 0.0 -62 0.06379946243728972 0.06490380277311847 100 GTEX 100 1e-05 0.0 50 8545 0.0 -63 0.06362700586019215 0.0647190704998408 100 GTEX 100 1e-05 0.0 50 8545 0.0 -64 0.06346004510034134 0.06453657708353869 100 GTEX 100 1e-05 0.0 50 8545 0.0 -65 0.06329686627039073 0.06435962817401487 100 GTEX 100 1e-05 0.0 50 8545 0.0 -66 0.06313775610672555 0.06418445896173158 100 GTEX 100 1e-05 0.0 50 8545 0.0 -67 0.06298242690809189 0.06401806134914717 100 GTEX 100 1e-05 0.0 50 8545 0.0 -68 0.06283158806979096 0.06384933778145015 100 GTEX 100 1e-05 0.0 50 8545 0.0 -69 0.06268264161009868 0.06368604877489148 100 GTEX 100 1e-05 0.0 50 8545 0.0 -70 0.06253708846527885 0.06352744680677076 100 GTEX 100 1e-05 0.0 50 8545 0.0 -71 0.06239443972787069 0.06336852803316406 100 GTEX 100 1e-05 0.0 50 8545 0.0 -72 0.062254338725823664 0.06321364204919837 100 GTEX 100 1e-05 0.0 50 8545 0.0 -73 0.06211784625945555 0.06306274153093874 100 GTEX 100 1e-05 0.0 50 8545 0.0 -74 0.061982463419223345 0.06291489701137343 100 GTEX 100 1e-05 0.0 50 8545 0.0 -75 0.06185036194076429 0.06276759234728016 100 GTEX 100 1e-05 0.0 50 8545 0.0 -76 0.06172069284194901 0.06262374852036795 100 GTEX 100 1e-05 0.0 50 8545 0.0 -77 0.06159383378150887 0.062484262008290783 100 GTEX 100 1e-05 0.0 50 8545 0.0 -78 0.06146959794402513 0.06235076011133738 100 GTEX 100 1e-05 0.0 50 8545 0.0 -79 0.06134842674944322 0.06221112549418279 100 GTEX 100 1e-05 0.0 50 8545 0.0 -80 0.061230204987641784 0.062083472118858146 100 GTEX 100 1e-05 0.0 50 8545 0.0 -81 0.061114834628041445 0.06195438054068007 100 GTEX 100 1e-05 0.0 50 8545 0.0 -82 0.06100123346377618 0.061826949011350316 100 GTEX 100 1e-05 0.0 50 8545 0.0 -83 0.060888136579155656 0.06169892262539936 100 GTEX 100 1e-05 0.0 50 8545 0.0 -84 0.06077211255919308 0.061569046880695755 100 GTEX 100 1e-05 0.0 50 8545 0.0 -85 0.060655942488726564 0.06144514059499189 100 GTEX 100 1e-05 0.0 50 8545 0.0 -86 0.060548031576126544 0.061325946546552754 100 GTEX 100 1e-05 0.0 50 8545 0.0 -87 0.060448045039112094 0.06121647002409166 100 GTEX 100 1e-05 0.0 50 8545 0.0 -88 0.060352619990015455 0.06111253744182478 100 GTEX 100 1e-05 0.0 50 8545 0.0 -89 0.06026159699687903 0.06100955000678396 100 GTEX 100 1e-05 0.0 50 8545 0.0 -90 0.06017329303792302 0.06091314030124208 100 GTEX 100 1e-05 0.0 50 8545 0.0 -91 0.06008755109100051 0.06081833816469849 100 GTEX 100 1e-05 0.0 50 8545 0.0 -92 0.0600049993655045 0.06072420268514311 100 GTEX 100 1e-05 0.0 50 8545 0.0 -93 0.05992421164150108 0.0606360309420883 100 GTEX 100 1e-05 0.0 50 8545 0.0 -94 0.059845857212035274 0.06054728053255226 100 GTEX 100 1e-05 0.0 50 8545 0.0 -95 0.0597692804063394 0.06046113752876851 100 GTEX 100 1e-05 0.0 50 8545 0.0 -96 0.0596945226578894 0.06037755554166584 100 GTEX 100 1e-05 0.0 50 8545 0.0 -97 0.05962102838097473 0.060297897135123554 100 GTEX 100 1e-05 0.0 50 8545 0.0 -98 0.05954981833346935 0.060216205385814604 100 GTEX 100 1e-05 0.0 50 8545 0.0 -99 0.05948013999335389 0.06014117710433985 100 GTEX 100 1e-05 0.0 50 8545 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00001lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00001lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 9365de1ee..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00001lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16296297847733549 0.15763856660390535 50 GTEX 100 1e-05 0.1 50 3521 0.0 -1 0.14899645675395956 0.13979208429729983 50 GTEX 100 1e-05 0.1 50 3521 0.0 -2 0.13349007037010316 0.12709824500088457 50 GTEX 100 1e-05 0.1 50 3521 0.0 -3 0.12339973818340384 0.11912267405837208 50 GTEX 100 1e-05 0.1 50 3521 0.0 -4 0.11683562796575109 0.1137353232264972 50 GTEX 100 1e-05 0.1 50 3521 0.0 -5 0.11224423696917465 0.10980400404832662 50 GTEX 100 1e-05 0.1 50 3521 0.0 -6 0.10873572723697027 0.10672008023799145 50 GTEX 100 1e-05 0.1 50 3521 0.0 -7 0.10592282867389458 0.10413142755457656 50 GTEX 100 1e-05 0.1 50 3521 0.0 -8 0.10346177085058307 0.10183730373024487 50 GTEX 100 1e-05 0.1 50 3521 0.0 -9 0.10128295375324421 0.09969162106683953 50 GTEX 100 1e-05 0.1 50 3521 0.0 -10 0.09914225569065513 0.09761637905364708 50 GTEX 100 1e-05 0.1 50 3521 0.0 -11 0.09706552554281206 0.09551999365252234 50 GTEX 100 1e-05 0.1 50 3521 0.0 -12 0.09495038691141972 0.09334485788082442 50 GTEX 100 1e-05 0.1 50 3521 0.0 -13 0.0926986599528539 0.09102824044204937 50 GTEX 100 1e-05 0.1 50 3521 0.0 -14 0.09029688600191436 0.08851911405193488 50 GTEX 100 1e-05 0.1 50 3521 0.0 -15 0.08769616513997332 0.08577293088170965 50 GTEX 100 1e-05 0.1 50 3521 0.0 -16 0.08486229821597308 0.082780073407485 50 GTEX 100 1e-05 0.1 50 3521 0.0 -17 0.0817696241302048 0.07961796105134623 50 GTEX 100 1e-05 0.1 50 3521 0.0 -18 0.07862355143030128 0.07649747191613164 50 GTEX 100 1e-05 0.1 50 3521 0.0 -19 0.07568854059946503 0.0737190395027059 50 GTEX 100 1e-05 0.1 50 3521 0.0 -20 0.07319149918546518 0.07146352209405754 50 GTEX 100 1e-05 0.1 50 3521 0.0 -21 0.07117183241661466 0.0697441745846897 50 GTEX 100 1e-05 0.1 50 3521 0.0 -22 0.06969049847216041 0.06846731753856963 50 GTEX 100 1e-05 0.1 50 3521 0.0 -23 0.06857997158293778 0.06749791781570295 50 GTEX 100 1e-05 0.1 50 3521 0.0 -24 0.06767267360535648 0.06674322918652355 50 GTEX 100 1e-05 0.1 50 3521 0.0 -25 0.06699522062656027 0.06611631446634862 50 GTEX 100 1e-05 0.1 50 3521 0.0 -26 0.06641777671084204 0.06558877447117191 50 GTEX 100 1e-05 0.1 50 3521 0.0 -27 0.06591334197565156 0.06512668816648962 50 GTEX 100 1e-05 0.1 50 3521 0.0 -28 0.06546700840655156 0.06470432555295895 50 GTEX 100 1e-05 0.1 50 3521 0.0 -29 0.06508380927643656 0.06431903313321306 50 GTEX 100 1e-05 0.1 50 3521 0.0 -30 0.06469983903287242 0.06395758721028444 50 GTEX 100 1e-05 0.1 50 3521 0.0 -31 0.06437229025596246 0.06361689247162623 50 GTEX 100 1e-05 0.1 50 3521 0.0 -32 0.064038365292325 0.06328871647894609 50 GTEX 100 1e-05 0.1 50 3521 0.0 -33 0.06376000408965041 0.06297582854647826 50 GTEX 100 1e-05 0.1 50 3521 0.0 -34 0.06345149135059473 0.06267599806812779 50 GTEX 100 1e-05 0.1 50 3521 0.0 -35 0.0631793856981237 0.06238697808476682 50 GTEX 100 1e-05 0.1 50 3521 0.0 -36 0.06289790969275491 0.062106260307444816 50 GTEX 100 1e-05 0.1 50 3521 0.0 -37 0.0626226973252512 0.06183651599593942 50 GTEX 100 1e-05 0.1 50 3521 0.0 -38 0.062384554604939024 0.06157870769160782 50 GTEX 100 1e-05 0.1 50 3521 0.0 -39 0.06214268852013072 0.06133096080145908 50 GTEX 100 1e-05 0.1 50 3521 0.0 -40 0.06191239609969661 0.06108697073201263 50 GTEX 100 1e-05 0.1 50 3521 0.0 -41 0.06168967791730378 0.060873413005199266 50 GTEX 100 1e-05 0.1 50 3521 0.0 -42 0.06149017239849079 0.06066640071259252 50 GTEX 100 1e-05 0.1 50 3521 0.0 -43 0.06129587755107736 0.06044506525245456 50 GTEX 100 1e-05 0.1 50 3521 0.0 -44 0.06110362787820022 0.06026458759356588 50 GTEX 100 1e-05 0.1 50 3521 0.0 -45 0.06091960573147302 0.06006536914651838 50 GTEX 100 1e-05 0.1 50 3521 0.0 -46 0.06076840682361903 0.059892966592606484 50 GTEX 100 1e-05 0.1 50 3521 0.0 -47 0.060570387298590884 0.059720866120076904 50 GTEX 100 1e-05 0.1 50 3521 0.0 -48 0.060419173465965544 0.0595552330560444 50 GTEX 100 1e-05 0.1 50 3521 0.0 -49 0.060273864170062426 0.05939503073579005 50 GTEX 100 1e-05 0.1 50 3521 0.0 -50 0.06011720861894497 0.059234220676209086 50 GTEX 100 1e-05 0.1 50 3521 0.0 -51 0.05995119299243392 0.059091251867578964 50 GTEX 100 1e-05 0.1 50 3521 0.0 -52 0.05981022142778106 0.05893903970010154 50 GTEX 100 1e-05 0.1 50 3521 0.0 -53 0.059632951914917846 0.05877539336313086 50 GTEX 100 1e-05 0.1 50 3521 0.0 -54 0.05951523443197416 0.05863906425413297 50 GTEX 100 1e-05 0.1 50 3521 0.0 -55 0.05937914915789744 0.058515979621573545 50 GTEX 100 1e-05 0.1 50 3521 0.0 -56 0.059244644007392426 0.05838169901146635 50 GTEX 100 1e-05 0.1 50 3521 0.0 -57 0.05913282233524803 0.05827011330896004 50 GTEX 100 1e-05 0.1 50 3521 0.0 -58 0.05900080475038947 0.0581375229183032 50 GTEX 100 1e-05 0.1 50 3521 0.0 -59 0.05884597441090051 0.05799045260754828 50 GTEX 100 1e-05 0.1 50 3521 0.0 -60 0.05868844507478341 0.05780992977774415 50 GTEX 100 1e-05 0.1 50 3521 0.0 -61 0.05851893046729363 0.05764727355352826 50 GTEX 100 1e-05 0.1 50 3521 0.0 -62 0.05832353863698685 0.05745663617103725 50 GTEX 100 1e-05 0.1 50 3521 0.0 -63 0.05816218515796471 0.05728169837293743 50 GTEX 100 1e-05 0.1 50 3521 0.0 -64 0.0579654920653014 0.05710713398915507 50 GTEX 100 1e-05 0.1 50 3521 0.0 -65 0.057819875512632964 0.05694715970482663 50 GTEX 100 1e-05 0.1 50 3521 0.0 -66 0.05765647524571336 0.0567958518551103 50 GTEX 100 1e-05 0.1 50 3521 0.0 -67 0.05750026226947184 0.056652772059742035 50 GTEX 100 1e-05 0.1 50 3521 0.0 -68 0.05733140921718948 0.05647185577979106 50 GTEX 100 1e-05 0.1 50 3521 0.0 -69 0.05712201992791369 0.05628060298784151 50 GTEX 100 1e-05 0.1 50 3521 0.0 -70 0.05694807598685481 0.056110542168408745 50 GTEX 100 1e-05 0.1 50 3521 0.0 -71 0.05677250147753587 0.055939215819701946 50 GTEX 100 1e-05 0.1 50 3521 0.0 -72 0.056595689877891306 0.055773621446279516 50 GTEX 100 1e-05 0.1 50 3521 0.0 -73 0.05641969245151858 0.05560755225415465 50 GTEX 100 1e-05 0.1 50 3521 0.0 -74 0.05628327565965953 0.05543093371980544 50 GTEX 100 1e-05 0.1 50 3521 0.0 -75 0.05608230169885725 0.055245789369929424 50 GTEX 100 1e-05 0.1 50 3521 0.0 -76 0.055883882946426364 0.05506979156384677 50 GTEX 100 1e-05 0.1 50 3521 0.0 -77 0.055704084888149416 0.05488356663190367 50 GTEX 100 1e-05 0.1 50 3521 0.0 -78 0.05550662136319019 0.054707958862298796 50 GTEX 100 1e-05 0.1 50 3521 0.0 -79 0.0553395584000571 0.054509338997162794 50 GTEX 100 1e-05 0.1 50 3521 0.0 -80 0.055119583670656294 0.05428851771207364 50 GTEX 100 1e-05 0.1 50 3521 0.0 -81 0.05487591499472365 0.05406352792629271 50 GTEX 100 1e-05 0.1 50 3521 0.0 -82 0.05464220497951193 0.05383155730060751 50 GTEX 100 1e-05 0.1 50 3521 0.0 -83 0.054404991332512795 0.053606653784334435 50 GTEX 100 1e-05 0.1 50 3521 0.0 -84 0.05417814353262344 0.05339747209087751 50 GTEX 100 1e-05 0.1 50 3521 0.0 -85 0.05398245728279074 0.053189209602178274 50 GTEX 100 1e-05 0.1 50 3521 0.0 -86 0.05374223005065536 0.052968087645084684 50 GTEX 100 1e-05 0.1 50 3521 0.0 -87 0.05351927642456403 0.05273364972988916 50 GTEX 100 1e-05 0.1 50 3521 0.0 -88 0.05329292840186124 0.05249287441599505 50 GTEX 100 1e-05 0.1 50 3521 0.0 -89 0.053045585476868606 0.052288214530894966 50 GTEX 100 1e-05 0.1 50 3521 0.0 -90 0.05285490888583191 0.052116383610739454 50 GTEX 100 1e-05 0.1 50 3521 0.0 -91 0.052694225266892186 0.05193577894494787 50 GTEX 100 1e-05 0.1 50 3521 0.0 -92 0.05250567600510372 0.0517531549664278 50 GTEX 100 1e-05 0.1 50 3521 0.0 -93 0.052317114181134244 0.05159435909198944 50 GTEX 100 1e-05 0.1 50 3521 0.0 -94 0.052173835210155076 0.051451497041963806 50 GTEX 100 1e-05 0.1 50 3521 0.0 -95 0.052008266540566304 0.051281684025158904 50 GTEX 100 1e-05 0.1 50 3521 0.0 -96 0.05181469102006937 0.0510976181964004 50 GTEX 100 1e-05 0.1 50 3521 0.0 -97 0.051640425637652435 0.05088217058590836 50 GTEX 100 1e-05 0.1 50 3521 0.0 -98 0.0513911748320113 0.05062748372073183 50 GTEX 100 1e-05 0.1 50 3521 0.0 -99 0.05112947063628567 0.05037947205876216 50 GTEX 100 1e-05 0.1 50 3521 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00001lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00001lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index ff8b2996b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00001lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16356554384706037 0.15851737269883825 50 GTEX 100 1e-05 0.5 50 6327 0.0 -1 0.1513121859714022 0.14054631750619911 50 GTEX 100 1e-05 0.5 50 6327 0.0 -2 0.13593510715966745 0.12711647004172377 50 GTEX 100 1e-05 0.5 50 6327 0.0 -3 0.12567020401640353 0.11892643645972353 50 GTEX 100 1e-05 0.5 50 6327 0.0 -4 0.11893515998079116 0.11353996296912545 50 GTEX 100 1e-05 0.5 50 6327 0.0 -5 0.11422141904789126 0.10963904320797087 50 GTEX 100 1e-05 0.5 50 6327 0.0 -6 0.11064445592712498 0.10664608969774536 50 GTEX 100 1e-05 0.5 50 6327 0.0 -7 0.10773269417933279 0.10415339359425774 50 GTEX 100 1e-05 0.5 50 6327 0.0 -8 0.10527956901523271 0.10198145719535451 50 GTEX 100 1e-05 0.5 50 6327 0.0 -9 0.10305898643583862 0.10000017452489288 50 GTEX 100 1e-05 0.5 50 6327 0.0 -10 0.10114490201225927 0.09811726300322057 50 GTEX 100 1e-05 0.5 50 6327 0.0 -11 0.09919543755955437 0.09627686164734935 50 GTEX 100 1e-05 0.5 50 6327 0.0 -12 0.09728716311714045 0.09442963580044957 50 GTEX 100 1e-05 0.5 50 6327 0.0 -13 0.09552066443971813 0.09253638788717782 50 GTEX 100 1e-05 0.5 50 6327 0.0 -14 0.09349901917222007 0.09055800499401619 50 GTEX 100 1e-05 0.5 50 6327 0.0 -15 0.09150536530710669 0.08844724643139784 50 GTEX 100 1e-05 0.5 50 6327 0.0 -16 0.08937656277759382 0.0861646419837221 50 GTEX 100 1e-05 0.5 50 6327 0.0 -17 0.08703678139234856 0.0836869807552702 50 GTEX 100 1e-05 0.5 50 6327 0.0 -18 0.08459737661053716 0.08102256413761653 50 GTEX 100 1e-05 0.5 50 6327 0.0 -19 0.08203960268165918 0.07825016438564421 50 GTEX 100 1e-05 0.5 50 6327 0.0 -20 0.07940456426369044 0.07549821647741042 50 GTEX 100 1e-05 0.5 50 6327 0.0 -21 0.07668336680519225 0.07294046723004076 50 GTEX 100 1e-05 0.5 50 6327 0.0 -22 0.07433842306556654 0.07073013262093747 50 GTEX 100 1e-05 0.5 50 6327 0.0 -23 0.07225837960431603 0.06894475674901172 50 GTEX 100 1e-05 0.5 50 6327 0.0 -24 0.07058118516072635 0.06755767136585576 50 GTEX 100 1e-05 0.5 50 6327 0.0 -25 0.06916954432179032 0.0664769283888911 50 GTEX 100 1e-05 0.5 50 6327 0.0 -26 0.06806771111621189 0.06562959972216602 50 GTEX 100 1e-05 0.5 50 6327 0.0 -27 0.06713531070969368 0.06495453842239235 50 GTEX 100 1e-05 0.5 50 6327 0.0 -28 0.06641200654900438 0.0644079472005594 50 GTEX 100 1e-05 0.5 50 6327 0.0 -29 0.06571196834436248 0.06397483454656011 50 GTEX 100 1e-05 0.5 50 6327 0.0 -30 0.0652619267093653 0.06361020446361924 50 GTEX 100 1e-05 0.5 50 6327 0.0 -31 0.06477368246593558 0.06328539112618214 50 GTEX 100 1e-05 0.5 50 6327 0.0 -32 0.06432332430285537 0.06298239308165053 50 GTEX 100 1e-05 0.5 50 6327 0.0 -33 0.0639594276776545 0.06268852444174398 50 GTEX 100 1e-05 0.5 50 6327 0.0 -34 0.0636488847616319 0.06241293576592048 50 GTEX 100 1e-05 0.5 50 6327 0.0 -35 0.06323797132863569 0.06214560647654443 50 GTEX 100 1e-05 0.5 50 6327 0.0 -36 0.06296287407169715 0.061900472197639174 50 GTEX 100 1e-05 0.5 50 6327 0.0 -37 0.06254849737439058 0.06165230539786725 50 GTEX 100 1e-05 0.5 50 6327 0.0 -38 0.06234458810086611 0.061414468261508884 50 GTEX 100 1e-05 0.5 50 6327 0.0 -39 0.06207135279808602 0.06118255633393395 50 GTEX 100 1e-05 0.5 50 6327 0.0 -40 0.06189064563754633 0.060967410599437506 50 GTEX 100 1e-05 0.5 50 6327 0.0 -41 0.06152892602800227 0.06076026010989236 50 GTEX 100 1e-05 0.5 50 6327 0.0 -42 0.061323435052566676 0.060559263077525585 50 GTEX 100 1e-05 0.5 50 6327 0.0 -43 0.061070711667618655 0.06035150749035208 50 GTEX 100 1e-05 0.5 50 6327 0.0 -44 0.06086528918880891 0.060148197562635626 50 GTEX 100 1e-05 0.5 50 6327 0.0 -45 0.06065839119243738 0.05994093250270805 50 GTEX 100 1e-05 0.5 50 6327 0.0 -46 0.06043186455373214 0.05973592789369164 50 GTEX 100 1e-05 0.5 50 6327 0.0 -47 0.06024069311688502 0.05956255993717297 50 GTEX 100 1e-05 0.5 50 6327 0.0 -48 0.06003573169144567 0.05940010668461994 50 GTEX 100 1e-05 0.5 50 6327 0.0 -49 0.05983428006004642 0.059252016076343596 50 GTEX 100 1e-05 0.5 50 6327 0.0 -50 0.059652671114033676 0.059105499190749325 50 GTEX 100 1e-05 0.5 50 6327 0.0 -51 0.05952081343176197 0.05896929329962332 50 GTEX 100 1e-05 0.5 50 6327 0.0 -52 0.05941002885178967 0.05883489010196902 50 GTEX 100 1e-05 0.5 50 6327 0.0 -53 0.059276713136856264 0.05870324070122759 50 GTEX 100 1e-05 0.5 50 6327 0.0 -54 0.05913247518675045 0.058563685937016184 50 GTEX 100 1e-05 0.5 50 6327 0.0 -55 0.059009038380553686 0.05843800423178156 50 GTEX 100 1e-05 0.5 50 6327 0.0 -56 0.058943373964985536 0.058314299642926386 50 GTEX 100 1e-05 0.5 50 6327 0.0 -57 0.05877090143804201 0.05819086121402313 50 GTEX 100 1e-05 0.5 50 6327 0.0 -58 0.05863296686209997 0.05806956671801584 50 GTEX 100 1e-05 0.5 50 6327 0.0 -59 0.05849609589647867 0.05793987898715549 50 GTEX 100 1e-05 0.5 50 6327 0.0 -60 0.05831058550473754 0.0578220470280815 50 GTEX 100 1e-05 0.5 50 6327 0.0 -61 0.058226793231207455 0.05771392396166071 50 GTEX 100 1e-05 0.5 50 6327 0.0 -62 0.0581945377227194 0.0575955380745827 50 GTEX 100 1e-05 0.5 50 6327 0.0 -63 0.058068061038321295 0.057491194718860855 50 GTEX 100 1e-05 0.5 50 6327 0.0 -64 0.05797415918790515 0.057387206292651 50 GTEX 100 1e-05 0.5 50 6327 0.0 -65 0.057817758463643426 0.05726819097315857 50 GTEX 100 1e-05 0.5 50 6327 0.0 -66 0.05777481271344958 0.05715442565004182 50 GTEX 100 1e-05 0.5 50 6327 0.0 -67 0.05768467386663306 0.057049499668832514 50 GTEX 100 1e-05 0.5 50 6327 0.0 -68 0.057487763639166044 0.0569206626922912 50 GTEX 100 1e-05 0.5 50 6327 0.0 -69 0.05739314678996987 0.05678272653130297 50 GTEX 100 1e-05 0.5 50 6327 0.0 -70 0.057264415683993895 0.05665857142311992 50 GTEX 100 1e-05 0.5 50 6327 0.0 -71 0.057112506015384236 0.056542231676526396 50 GTEX 100 1e-05 0.5 50 6327 0.0 -72 0.057085394873480064 0.056410591695245225 50 GTEX 100 1e-05 0.5 50 6327 0.0 -73 0.05691515730428912 0.05628254248303832 50 GTEX 100 1e-05 0.5 50 6327 0.0 -74 0.0567801312297611 0.0561439636740621 50 GTEX 100 1e-05 0.5 50 6327 0.0 -75 0.056662566209841746 0.056015329194669485 50 GTEX 100 1e-05 0.5 50 6327 0.0 -76 0.05659438739843085 0.055906908027119506 50 GTEX 100 1e-05 0.5 50 6327 0.0 -77 0.05648981173189965 0.05581428218958722 50 GTEX 100 1e-05 0.5 50 6327 0.0 -78 0.056340671237194134 0.055721252264292066 50 GTEX 100 1e-05 0.5 50 6327 0.0 -79 0.056319225337496025 0.05562144930796705 50 GTEX 100 1e-05 0.5 50 6327 0.0 -80 0.05620395286563358 0.05552695753201559 50 GTEX 100 1e-05 0.5 50 6327 0.0 -81 0.05614353960266433 0.0554203508570507 50 GTEX 100 1e-05 0.5 50 6327 0.0 -82 0.05603971015305835 0.05530287929502504 50 GTEX 100 1e-05 0.5 50 6327 0.0 -83 0.05586662707987866 0.05519141011053392 50 GTEX 100 1e-05 0.5 50 6327 0.0 -84 0.055813364109674274 0.055078903623916806 50 GTEX 100 1e-05 0.5 50 6327 0.0 -85 0.05576652885734676 0.054996325793771686 50 GTEX 100 1e-05 0.5 50 6327 0.0 -86 0.05566452843949373 0.05491528057355165 50 GTEX 100 1e-05 0.5 50 6327 0.0 -87 0.05561334607913953 0.05484250604313136 50 GTEX 100 1e-05 0.5 50 6327 0.0 -88 0.055466749153781796 0.05475553462260576 50 GTEX 100 1e-05 0.5 50 6327 0.0 -89 0.05540581780276367 0.05466353657439408 50 GTEX 100 1e-05 0.5 50 6327 0.0 -90 0.05538854961367813 0.05458581920699022 50 GTEX 100 1e-05 0.5 50 6327 0.0 -91 0.055257980915690924 0.05451256059421786 50 GTEX 100 1e-05 0.5 50 6327 0.0 -92 0.05519455146141688 0.054412216224314594 50 GTEX 100 1e-05 0.5 50 6327 0.0 -93 0.055101349664153754 0.05429576555472363 50 GTEX 100 1e-05 0.5 50 6327 0.0 -94 0.05496472843661094 0.05417332404466636 50 GTEX 100 1e-05 0.5 50 6327 0.0 -95 0.054903510873353226 0.054059295479505685 50 GTEX 100 1e-05 0.5 50 6327 0.0 -96 0.05468466333644348 0.05394127867945927 50 GTEX 100 1e-05 0.5 50 6327 0.0 -97 0.05465075665471218 0.053806749834703856 50 GTEX 100 1e-05 0.5 50 6327 0.0 -98 0.05447924911450141 0.05368130941638022 50 GTEX 100 1e-05 0.5 50 6327 0.0 -99 0.054376406703520896 0.053583444722931646 50 GTEX 100 1e-05 0.5 50 6327 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00001lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00001lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 6bafc967b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00001lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16304638158926255 0.1587733972831824 50 GTEX 100 1e-05 0.0 50 6685 0.0 -1 0.14886248784457112 0.1408059732712267 50 GTEX 100 1e-05 0.0 50 6685 0.0 -2 0.13285577430686818 0.12796634420072625 50 GTEX 100 1e-05 0.0 50 6685 0.0 -3 0.12266591834983567 0.1199722047682724 50 GTEX 100 1e-05 0.0 50 6685 0.0 -4 0.11617950556949891 0.11459249327447932 50 GTEX 100 1e-05 0.0 50 6685 0.0 -5 0.11164141708110017 0.11061658017592285 50 GTEX 100 1e-05 0.0 50 6685 0.0 -6 0.10818187628790156 0.10744633862727496 50 GTEX 100 1e-05 0.0 50 6685 0.0 -7 0.1053363431516212 0.10475567969079254 50 GTEX 100 1e-05 0.0 50 6685 0.0 -8 0.10284422049964886 0.10233623719997278 50 GTEX 100 1e-05 0.0 50 6685 0.0 -9 0.10054266603028647 0.1000615020668552 50 GTEX 100 1e-05 0.0 50 6685 0.0 -10 0.09833356874950763 0.0978495822971538 50 GTEX 100 1e-05 0.0 50 6685 0.0 -11 0.09613499026090376 0.09559037744602324 50 GTEX 100 1e-05 0.0 50 6685 0.0 -12 0.09386704575490383 0.09324475335304275 50 GTEX 100 1e-05 0.0 50 6685 0.0 -13 0.0914549580865215 0.0907210799026172 50 GTEX 100 1e-05 0.0 50 6685 0.0 -14 0.08882767392936876 0.08794520995066193 50 GTEX 100 1e-05 0.0 50 6685 0.0 -15 0.08593712777947629 0.0848999433927663 50 GTEX 100 1e-05 0.0 50 6685 0.0 -16 0.08280431568934243 0.0816466398962097 50 GTEX 100 1e-05 0.0 50 6685 0.0 -17 0.07958697477593472 0.07842287815002434 50 GTEX 100 1e-05 0.0 50 6685 0.0 -18 0.0765878195797955 0.07554851660766983 50 GTEX 100 1e-05 0.0 50 6685 0.0 -19 0.07406767984623766 0.07320419613966017 50 GTEX 100 1e-05 0.0 50 6685 0.0 -20 0.07207373110277418 0.07136474025680085 50 GTEX 100 1e-05 0.0 50 6685 0.0 -21 0.07055186886693351 0.06996413858557836 50 GTEX 100 1e-05 0.0 50 6685 0.0 -22 0.06941793934872299 0.06890977198123478 50 GTEX 100 1e-05 0.0 50 6685 0.0 -23 0.06855022769845928 0.06807434859866199 50 GTEX 100 1e-05 0.0 50 6685 0.0 -24 0.06784052348382762 0.06736748742768293 50 GTEX 100 1e-05 0.0 50 6685 0.0 -25 0.0672361467592792 0.06676378013998156 50 GTEX 100 1e-05 0.0 50 6685 0.0 -26 0.0667006190796582 0.066227148092235 50 GTEX 100 1e-05 0.0 50 6685 0.0 -27 0.0662158193780727 0.06574179430424941 50 GTEX 100 1e-05 0.0 50 6685 0.0 -28 0.06577412241616722 0.06530765849147913 50 GTEX 100 1e-05 0.0 50 6685 0.0 -29 0.0653709717503354 0.0649110217199806 50 GTEX 100 1e-05 0.0 50 6685 0.0 -30 0.06499358409512215 0.0645392646751023 50 GTEX 100 1e-05 0.0 50 6685 0.0 -31 0.06463365428038732 0.06418754056294382 50 GTEX 100 1e-05 0.0 50 6685 0.0 -32 0.0642888456586171 0.06385478089800806 50 GTEX 100 1e-05 0.0 50 6685 0.0 -33 0.0639564974910923 0.06353135528786553 50 GTEX 100 1e-05 0.0 50 6685 0.0 -34 0.06364072970727233 0.06323064922464891 50 GTEX 100 1e-05 0.0 50 6685 0.0 -35 0.06334200875190844 0.06294519644046465 50 GTEX 100 1e-05 0.0 50 6685 0.0 -36 0.06305629933640335 0.0626739817724595 50 GTEX 100 1e-05 0.0 50 6685 0.0 -37 0.06278255284839918 0.062417975262147395 50 GTEX 100 1e-05 0.0 50 6685 0.0 -38 0.0625197518425279 0.06216597059182114 50 GTEX 100 1e-05 0.0 50 6685 0.0 -39 0.06226193492485853 0.06191758129448265 50 GTEX 100 1e-05 0.0 50 6685 0.0 -40 0.061999155339308096 0.061666170793794405 50 GTEX 100 1e-05 0.0 50 6685 0.0 -41 0.06175373602248087 0.06144454719732469 50 GTEX 100 1e-05 0.0 50 6685 0.0 -42 0.06153550121141888 0.06124837160422095 50 GTEX 100 1e-05 0.0 50 6685 0.0 -43 0.06133092548003655 0.0610560254395688 50 GTEX 100 1e-05 0.0 50 6685 0.0 -44 0.061135504669828075 0.06087742027022766 50 GTEX 100 1e-05 0.0 50 6685 0.0 -45 0.06094770754914834 0.06070117651707999 50 GTEX 100 1e-05 0.0 50 6685 0.0 -46 0.06076386199227807 0.06052933225386949 50 GTEX 100 1e-05 0.0 50 6685 0.0 -47 0.06057202087124424 0.06034298075412616 50 GTEX 100 1e-05 0.0 50 6685 0.0 -48 0.06038728796297436 0.06018180619684462 50 GTEX 100 1e-05 0.0 50 6685 0.0 -49 0.06022806839295951 0.060043449637554445 50 GTEX 100 1e-05 0.0 50 6685 0.0 -50 0.06008069987644033 0.059903644166971796 50 GTEX 100 1e-05 0.0 50 6685 0.0 -51 0.059941609313051814 0.05977763091090061 50 GTEX 100 1e-05 0.0 50 6685 0.0 -52 0.059805633538191405 0.059651757268228 50 GTEX 100 1e-05 0.0 50 6685 0.0 -53 0.05967117923414102 0.05951665409135955 50 GTEX 100 1e-05 0.0 50 6685 0.0 -54 0.059522760087775496 0.0593745445499742 50 GTEX 100 1e-05 0.0 50 6685 0.0 -55 0.05937472023199714 0.0592354771401379 50 GTEX 100 1e-05 0.0 50 6685 0.0 -56 0.05922831208445624 0.05910109536644397 50 GTEX 100 1e-05 0.0 50 6685 0.0 -57 0.05910692794036561 0.058999551608875225 50 GTEX 100 1e-05 0.0 50 6685 0.0 -58 0.05899971061527534 0.05890615386428035 50 GTEX 100 1e-05 0.0 50 6685 0.0 -59 0.058898511091551184 0.0588116755801122 50 GTEX 100 1e-05 0.0 50 6685 0.0 -60 0.05880006078838849 0.05871681087143974 50 GTEX 100 1e-05 0.0 50 6685 0.0 -61 0.05870342499121915 0.05862532251518036 50 GTEX 100 1e-05 0.0 50 6685 0.0 -62 0.0586005279636344 0.05851606514743979 50 GTEX 100 1e-05 0.0 50 6685 0.0 -63 0.05848231669694415 0.05841296829084933 50 GTEX 100 1e-05 0.0 50 6685 0.0 -64 0.05838814599956368 0.058332093371637875 50 GTEX 100 1e-05 0.0 50 6685 0.0 -65 0.05830583265368999 0.05825930012977849 50 GTEX 100 1e-05 0.0 50 6685 0.0 -66 0.05822737309603614 0.05818991818440505 50 GTEX 100 1e-05 0.0 50 6685 0.0 -67 0.058151669175005694 0.05812325818683711 50 GTEX 100 1e-05 0.0 50 6685 0.0 -68 0.058078320976140144 0.05805311046767371 50 GTEX 100 1e-05 0.0 50 6685 0.0 -69 0.058005979987243245 0.057979206310252274 50 GTEX 100 1e-05 0.0 50 6685 0.0 -70 0.057922018828639586 0.05788579280045549 50 GTEX 100 1e-05 0.0 50 6685 0.0 -71 0.05781357943676424 0.057774048532313264 50 GTEX 100 1e-05 0.0 50 6685 0.0 -72 0.05770901151082515 0.057688797806379005 50 GTEX 100 1e-05 0.0 50 6685 0.0 -73 0.05763602126761602 0.05762637079385297 50 GTEX 100 1e-05 0.0 50 6685 0.0 -74 0.057573354882021394 0.05757369394963005 50 GTEX 100 1e-05 0.0 50 6685 0.0 -75 0.05750508074339484 0.057493659040887095 50 GTEX 100 1e-05 0.0 50 6685 0.0 -76 0.05741634414786772 0.05741181660146088 50 GTEX 100 1e-05 0.0 50 6685 0.0 -77 0.057348956347764754 0.057359937897143255 50 GTEX 100 1e-05 0.0 50 6685 0.0 -78 0.05729314332879671 0.057307968730595626 50 GTEX 100 1e-05 0.0 50 6685 0.0 -79 0.05724002578932946 0.057262389180551466 50 GTEX 100 1e-05 0.0 50 6685 0.0 -80 0.057185377190964795 0.05720492108183215 50 GTEX 100 1e-05 0.0 50 6685 0.0 -81 0.057112329401523644 0.05712055713788185 50 GTEX 100 1e-05 0.0 50 6685 0.0 -82 0.05701999631582954 0.05702763399243808 50 GTEX 100 1e-05 0.0 50 6685 0.0 -83 0.056919072358128736 0.05692520464271194 50 GTEX 100 1e-05 0.0 50 6685 0.0 -84 0.05681091191325216 0.05682674743688378 50 GTEX 100 1e-05 0.0 50 6685 0.0 -85 0.056737874533138596 0.05677721817258873 50 GTEX 100 1e-05 0.0 50 6685 0.0 -86 0.05668582987491629 0.05672787160332892 50 GTEX 100 1e-05 0.0 50 6685 0.0 -87 0.056620660092667086 0.056642973908849995 50 GTEX 100 1e-05 0.0 50 6685 0.0 -88 0.05654323280520294 0.056586017067271496 50 GTEX 100 1e-05 0.0 50 6685 0.0 -89 0.05648953039594584 0.056527136828566235 50 GTEX 100 1e-05 0.0 50 6685 0.0 -90 0.056416067561866415 0.05645879011728691 50 GTEX 100 1e-05 0.0 50 6685 0.0 -91 0.0563598321629758 0.05641350399405331 50 GTEX 100 1e-05 0.0 50 6685 0.0 -92 0.05630937357493838 0.05635210467297088 50 GTEX 100 1e-05 0.0 50 6685 0.0 -93 0.05623505009058676 0.056280364994200464 50 GTEX 100 1e-05 0.0 50 6685 0.0 -94 0.05617358751403778 0.05622003121946021 50 GTEX 100 1e-05 0.0 50 6685 0.0 -95 0.05609736159747639 0.056143241647645094 50 GTEX 100 1e-05 0.0 50 6685 0.0 -96 0.056034377004722614 0.05608722906092274 50 GTEX 100 1e-05 0.0 50 6685 0.0 -97 0.05595252771700614 0.0559892704349167 50 GTEX 100 1e-05 0.0 50 6685 0.0 -98 0.055869979566482375 0.05593325558894034 50 GTEX 100 1e-05 0.0 50 6685 0.0 -99 0.05581927106997979 0.05587248813658386 50 GTEX 100 1e-05 0.0 50 6685 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00005lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00005lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 9b7f459f4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00005lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.15659776031719136 0.13938777675646793 100 GTEX 100 5e-05 0.1 50 6863 0.0 -1 0.1253438372587193 0.1158025719423711 100 GTEX 100 5e-05 0.1 50 6863 0.0 -2 0.1105776806994037 0.10657245767773785 100 GTEX 100 5e-05 0.1 50 6863 0.0 -3 0.10314053121698033 0.10022603584446381 100 GTEX 100 5e-05 0.1 50 6863 0.0 -4 0.0973462111979575 0.09453537978033602 100 GTEX 100 5e-05 0.1 50 6863 0.0 -5 0.0917609833701115 0.0887753515302455 100 GTEX 100 5e-05 0.1 50 6863 0.0 -6 0.08576768749638773 0.08224548198311048 100 GTEX 100 5e-05 0.1 50 6863 0.0 -7 0.07896259178140794 0.07524628809762998 100 GTEX 100 5e-05 0.1 50 6863 0.0 -8 0.0727345268428483 0.06998442784801635 100 GTEX 100 5e-05 0.1 50 6863 0.0 -9 0.06861536510409127 0.0670711406623456 100 GTEX 100 5e-05 0.1 50 6863 0.0 -10 0.06649562127961395 0.06560807580220382 100 GTEX 100 5e-05 0.1 50 6863 0.0 -11 0.06530922643106037 0.06468453554316166 100 GTEX 100 5e-05 0.1 50 6863 0.0 -12 0.0644897564905642 0.06395701061183509 100 GTEX 100 5e-05 0.1 50 6863 0.0 -13 0.06378725456063845 0.06324038668730413 100 GTEX 100 5e-05 0.1 50 6863 0.0 -14 0.06311003087351916 0.06262203257800054 100 GTEX 100 5e-05 0.1 50 6863 0.0 -15 0.06246778453356225 0.06200849215284047 100 GTEX 100 5e-05 0.1 50 6863 0.0 -16 0.06183199587710823 0.06135818855164169 100 GTEX 100 5e-05 0.1 50 6863 0.0 -17 0.06130330055854483 0.060878058307637734 100 GTEX 100 5e-05 0.1 50 6863 0.0 -18 0.0608074420444676 0.06030716979344988 100 GTEX 100 5e-05 0.1 50 6863 0.0 -19 0.06030326543053768 0.059890735894441605 100 GTEX 100 5e-05 0.1 50 6863 0.0 -20 0.059929002537179095 0.059509965389287066 100 GTEX 100 5e-05 0.1 50 6863 0.0 -21 0.059591540381874294 0.05921730033685046 100 GTEX 100 5e-05 0.1 50 6863 0.0 -22 0.05928066691569256 0.05891360132866486 100 GTEX 100 5e-05 0.1 50 6863 0.0 -23 0.058964199893663714 0.05861416719712232 100 GTEX 100 5e-05 0.1 50 6863 0.0 -24 0.05870720375971846 0.058360467293076645 100 GTEX 100 5e-05 0.1 50 6863 0.0 -25 0.05847726560703323 0.05808815056946794 100 GTEX 100 5e-05 0.1 50 6863 0.0 -26 0.05813404361500878 0.05769769290724181 100 GTEX 100 5e-05 0.1 50 6863 0.0 -27 0.05777833876387426 0.057371622425975 100 GTEX 100 5e-05 0.1 50 6863 0.0 -28 0.05745292049846906 0.05708239839444142 100 GTEX 100 5e-05 0.1 50 6863 0.0 -29 0.05719944529626505 0.056846072762751304 100 GTEX 100 5e-05 0.1 50 6863 0.0 -30 0.05698776351756426 0.05663831112729279 100 GTEX 100 5e-05 0.1 50 6863 0.0 -31 0.056752058326666015 0.056380662458024554 100 GTEX 100 5e-05 0.1 50 6863 0.0 -32 0.05654711844353335 0.0562206633927251 100 GTEX 100 5e-05 0.1 50 6863 0.0 -33 0.056386956485647254 0.05600233418519959 100 GTEX 100 5e-05 0.1 50 6863 0.0 -34 0.056182974332270076 0.05579556604075341 100 GTEX 100 5e-05 0.1 50 6863 0.0 -35 0.055934363746905615 0.05554130885877537 100 GTEX 100 5e-05 0.1 50 6863 0.0 -36 0.055675494368028225 0.05525816574749384 100 GTEX 100 5e-05 0.1 50 6863 0.0 -37 0.05537968975580065 0.054998686232607626 100 GTEX 100 5e-05 0.1 50 6863 0.0 -38 0.05516458753060801 0.054837462085054856 100 GTEX 100 5e-05 0.1 50 6863 0.0 -39 0.05499398714403448 0.05462257466332088 100 GTEX 100 5e-05 0.1 50 6863 0.0 -40 0.0547521519932624 0.05439482772361643 100 GTEX 100 5e-05 0.1 50 6863 0.0 -41 0.05449218324568464 0.054071475344465714 100 GTEX 100 5e-05 0.1 50 6863 0.0 -42 0.054223699895191865 0.05385032092210458 100 GTEX 100 5e-05 0.1 50 6863 0.0 -43 0.0540255053409386 0.053645677127992245 100 GTEX 100 5e-05 0.1 50 6863 0.0 -44 0.05372649012030185 0.05334601375653263 100 GTEX 100 5e-05 0.1 50 6863 0.0 -45 0.053484307268160856 0.05311627286581939 100 GTEX 100 5e-05 0.1 50 6863 0.0 -46 0.05324440978776757 0.05284818335517731 100 GTEX 100 5e-05 0.1 50 6863 0.0 -47 0.0529907137754444 0.052597966314268656 100 GTEX 100 5e-05 0.1 50 6863 0.0 -48 0.05270585079177753 0.05229325538692366 100 GTEX 100 5e-05 0.1 50 6863 0.0 -49 0.05243429273887926 0.052053008341857235 100 GTEX 100 5e-05 0.1 50 6863 0.0 -50 0.052174960862869976 0.05177190069803267 100 GTEX 100 5e-05 0.1 50 6863 0.0 -51 0.0518868508064704 0.05149707254801413 100 GTEX 100 5e-05 0.1 50 6863 0.0 -52 0.05156251744145739 0.05106760247012055 100 GTEX 100 5e-05 0.1 50 6863 0.0 -53 0.051133707869694456 0.05069291672382518 100 GTEX 100 5e-05 0.1 50 6863 0.0 -54 0.05076843917919172 0.050343354122833604 100 GTEX 100 5e-05 0.1 50 6863 0.0 -55 0.050500690458936424 0.05013252796159044 100 GTEX 100 5e-05 0.1 50 6863 0.0 -56 0.05028325850715591 0.049883645127028114 100 GTEX 100 5e-05 0.1 50 6863 0.0 -57 0.04996935143599329 0.04949483409977231 100 GTEX 100 5e-05 0.1 50 6863 0.0 -58 0.04953087625049784 0.04905700373388969 100 GTEX 100 5e-05 0.1 50 6863 0.0 -59 0.049067418003543146 0.0485568791911176 100 GTEX 100 5e-05 0.1 50 6863 0.0 -60 0.04859905336943463 0.04813288721634861 100 GTEX 100 5e-05 0.1 50 6863 0.0 -61 0.048186047376303984 0.04776220655373294 100 GTEX 100 5e-05 0.1 50 6863 0.0 -62 0.04781404395906578 0.047363890002095656 100 GTEX 100 5e-05 0.1 50 6863 0.0 -63 0.04741164178421143 0.04693639914402491 100 GTEX 100 5e-05 0.1 50 6863 0.0 -64 0.046918064883930875 0.046396096707976814 100 GTEX 100 5e-05 0.1 50 6863 0.0 -65 0.046417510843889585 0.045936353320517924 100 GTEX 100 5e-05 0.1 50 6863 0.0 -66 0.045937313138572924 0.04546584511891064 100 GTEX 100 5e-05 0.1 50 6863 0.0 -67 0.04543671543940428 0.04493404532510065 100 GTEX 100 5e-05 0.1 50 6863 0.0 -68 0.044971664219833396 0.044524025511945606 100 GTEX 100 5e-05 0.1 50 6863 0.0 -69 0.04453157127813312 0.04409201593340123 100 GTEX 100 5e-05 0.1 50 6863 0.0 -70 0.04414019254617156 0.04368601614758089 100 GTEX 100 5e-05 0.1 50 6863 0.0 -71 0.043754684495925275 0.04327592468986946 100 GTEX 100 5e-05 0.1 50 6863 0.0 -72 0.04335039492223927 0.042905917327440285 100 GTEX 100 5e-05 0.1 50 6863 0.0 -73 0.042931165986114864 0.04240164264130048 100 GTEX 100 5e-05 0.1 50 6863 0.0 -74 0.04226722199561491 0.04167225182113085 100 GTEX 100 5e-05 0.1 50 6863 0.0 -75 0.04166090233522773 0.041187518124004736 100 GTEX 100 5e-05 0.1 50 6863 0.0 -76 0.04126352235183767 0.04079711466971006 100 GTEX 100 5e-05 0.1 50 6863 0.0 -77 0.040790696691844056 0.040310806747058496 100 GTEX 100 5e-05 0.1 50 6863 0.0 -78 0.04035590715636305 0.03982780967261855 100 GTEX 100 5e-05 0.1 50 6863 0.0 -79 0.03982444617669434 0.039366610263237026 100 GTEX 100 5e-05 0.1 50 6863 0.0 -80 0.039365004722134826 0.038795649481250305 100 GTEX 100 5e-05 0.1 50 6863 0.0 -81 0.038771505854308476 0.03824352634497015 100 GTEX 100 5e-05 0.1 50 6863 0.0 -82 0.03821585777790075 0.037702113503285686 100 GTEX 100 5e-05 0.1 50 6863 0.0 -83 0.0377257613439022 0.03722175015242834 100 GTEX 100 5e-05 0.1 50 6863 0.0 -84 0.037237644810207894 0.03668453440976687 100 GTEX 100 5e-05 0.1 50 6863 0.0 -85 0.0366273311821576 0.03605944813430989 100 GTEX 100 5e-05 0.1 50 6863 0.0 -86 0.03606389491870296 0.03555867965457104 100 GTEX 100 5e-05 0.1 50 6863 0.0 -87 0.03565274269448058 0.03521767141077908 100 GTEX 100 5e-05 0.1 50 6863 0.0 -88 0.0353347156312916 0.034857616097641535 100 GTEX 100 5e-05 0.1 50 6863 0.0 -89 0.03494413359793285 0.03442887638911548 100 GTEX 100 5e-05 0.1 50 6863 0.0 -90 0.03448554404489944 0.033994237973776154 100 GTEX 100 5e-05 0.1 50 6863 0.0 -91 0.03408136796133438 0.033572195005734155 100 GTEX 100 5e-05 0.1 50 6863 0.0 -92 0.03362154674437792 0.03310539219315967 100 GTEX 100 5e-05 0.1 50 6863 0.0 -93 0.03322181029431581 0.03274112286846447 100 GTEX 100 5e-05 0.1 50 6863 0.0 -94 0.032894127567110715 0.03245811381097529 100 GTEX 100 5e-05 0.1 50 6863 0.0 -95 0.032667492588841704 0.032276439335296364 100 GTEX 100 5e-05 0.1 50 6863 0.0 -96 0.03247434628852522 0.0320496884787264 100 GTEX 100 5e-05 0.1 50 6863 0.0 -97 0.032199450162241045 0.03174858396525845 100 GTEX 100 5e-05 0.1 50 6863 0.0 -98 0.03189628386168215 0.031451857361956694 100 GTEX 100 5e-05 0.1 50 6863 0.0 -99 0.031600640130485955 0.031134609232157356 100 GTEX 100 5e-05 0.1 50 6863 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00005lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00005lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 0c6b1f56b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00005lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.15847279446214685 0.13969592585763096 100 GTEX 100 5e-05 0.5 50 8981 0.0 -1 0.12900915534151033 0.11392732576498966 100 GTEX 100 5e-05 0.5 50 8981 0.0 -2 0.11283050832286787 0.10451701212631885 100 GTEX 100 5e-05 0.5 50 8981 0.0 -3 0.10526311142484024 0.09871961267048869 100 GTEX 100 5e-05 0.5 50 8981 0.0 -4 0.09980013592496673 0.09369542305233813 100 GTEX 100 5e-05 0.5 50 8981 0.0 -5 0.09471385487410088 0.08857928865196134 100 GTEX 100 5e-05 0.5 50 8981 0.0 -6 0.08945855198228726 0.08270638946004694 100 GTEX 100 5e-05 0.5 50 8981 0.0 -7 0.083207248564795 0.07590291493292543 100 GTEX 100 5e-05 0.5 50 8981 0.0 -8 0.07668933516018643 0.07003311144308445 100 GTEX 100 5e-05 0.5 50 8981 0.0 -9 0.07179150632310596 0.06651935570593569 100 GTEX 100 5e-05 0.5 50 8981 0.0 -10 0.06888042393179747 0.06476187439699137 100 GTEX 100 5e-05 0.5 50 8981 0.0 -11 0.06703808202472297 0.06376348768746898 100 GTEX 100 5e-05 0.5 50 8981 0.0 -12 0.06601162956504393 0.0631277657223745 100 GTEX 100 5e-05 0.5 50 8981 0.0 -13 0.06510928868728012 0.06255563283374554 100 GTEX 100 5e-05 0.5 50 8981 0.0 -14 0.06440087646329379 0.06194242731643267 100 GTEX 100 5e-05 0.5 50 8981 0.0 -15 0.06374699297989007 0.06141603672912366 100 GTEX 100 5e-05 0.5 50 8981 0.0 -16 0.06316455056708063 0.06091066728923257 100 GTEX 100 5e-05 0.5 50 8981 0.0 -17 0.06270377764646942 0.06045987719082107 100 GTEX 100 5e-05 0.5 50 8981 0.0 -18 0.062087659511663625 0.05997169084365377 100 GTEX 100 5e-05 0.5 50 8981 0.0 -19 0.06168340364227303 0.059593586215728134 100 GTEX 100 5e-05 0.5 50 8981 0.0 -20 0.06126055355910088 0.059193087947119326 100 GTEX 100 5e-05 0.5 50 8981 0.0 -21 0.060945219538056816 0.05888373784352618 100 GTEX 100 5e-05 0.5 50 8981 0.0 -22 0.06056505431198477 0.05860554339087961 100 GTEX 100 5e-05 0.5 50 8981 0.0 -23 0.06021615406225812 0.058334507657207914 100 GTEX 100 5e-05 0.5 50 8981 0.0 -24 0.059968791630941896 0.058085253440948496 100 GTEX 100 5e-05 0.5 50 8981 0.0 -25 0.05973398311391632 0.057867735227704505 100 GTEX 100 5e-05 0.5 50 8981 0.0 -26 0.05952480810064694 0.05766184817815462 100 GTEX 100 5e-05 0.5 50 8981 0.0 -27 0.059295774110191234 0.05741414878191604 100 GTEX 100 5e-05 0.5 50 8981 0.0 -28 0.058965759008124924 0.05717685692607223 100 GTEX 100 5e-05 0.5 50 8981 0.0 -29 0.05886515099612312 0.05701406308566663 100 GTEX 100 5e-05 0.5 50 8981 0.0 -30 0.058673096070105644 0.05677975833189351 100 GTEX 100 5e-05 0.5 50 8981 0.0 -31 0.058442201564530956 0.056517752942703524 100 GTEX 100 5e-05 0.5 50 8981 0.0 -32 0.05809645552364841 0.05630340738781505 100 GTEX 100 5e-05 0.5 50 8981 0.0 -33 0.057951949274334065 0.05609188322331969 100 GTEX 100 5e-05 0.5 50 8981 0.0 -34 0.057826581665168054 0.0559103121633992 100 GTEX 100 5e-05 0.5 50 8981 0.0 -35 0.05757362274483541 0.05568154146292817 100 GTEX 100 5e-05 0.5 50 8981 0.0 -36 0.05730880020803908 0.05542947248530932 100 GTEX 100 5e-05 0.5 50 8981 0.0 -37 0.057135684552440245 0.055286108583438534 100 GTEX 100 5e-05 0.5 50 8981 0.0 -38 0.056929789557919226 0.055094844502301274 100 GTEX 100 5e-05 0.5 50 8981 0.0 -39 0.056801273655829085 0.054987110112556484 100 GTEX 100 5e-05 0.5 50 8981 0.0 -40 0.05670866501001417 0.05484877213722399 100 GTEX 100 5e-05 0.5 50 8981 0.0 -41 0.05656992231759424 0.054700176270515745 100 GTEX 100 5e-05 0.5 50 8981 0.0 -42 0.05643833401587655 0.05457697089180747 100 GTEX 100 5e-05 0.5 50 8981 0.0 -43 0.05632415857570179 0.05443598932016485 100 GTEX 100 5e-05 0.5 50 8981 0.0 -44 0.05621149765550492 0.05423120436163003 100 GTEX 100 5e-05 0.5 50 8981 0.0 -45 0.05599642428822813 0.05407683756698221 100 GTEX 100 5e-05 0.5 50 8981 0.0 -46 0.05578853881762362 0.05392654064490315 100 GTEX 100 5e-05 0.5 50 8981 0.0 -47 0.05561998065274193 0.053743244081508976 100 GTEX 100 5e-05 0.5 50 8981 0.0 -48 0.05551560736072722 0.053665672659080746 100 GTEX 100 5e-05 0.5 50 8981 0.0 -49 0.05545534875849503 0.053492918964687865 100 GTEX 100 5e-05 0.5 50 8981 0.0 -50 0.05525873794882555 0.05342620072935924 100 GTEX 100 5e-05 0.5 50 8981 0.0 -51 0.055179969000047596 0.05333492730676901 100 GTEX 100 5e-05 0.5 50 8981 0.0 -52 0.05501284185189802 0.053154917837549075 100 GTEX 100 5e-05 0.5 50 8981 0.0 -53 0.05490493300479381 0.05300784666275343 100 GTEX 100 5e-05 0.5 50 8981 0.0 -54 0.054775816022569056 0.05286926854076041 100 GTEX 100 5e-05 0.5 50 8981 0.0 -55 0.054595861564273 0.052691957895633385 100 GTEX 100 5e-05 0.5 50 8981 0.0 -56 0.054412653924901445 0.05259314267241003 100 GTEX 100 5e-05 0.5 50 8981 0.0 -57 0.05437316520908283 0.05249478335106327 100 GTEX 100 5e-05 0.5 50 8981 0.0 -58 0.054197479475038134 0.05231040448460289 100 GTEX 100 5e-05 0.5 50 8981 0.0 -59 0.054001963070819156 0.05217322501789481 100 GTEX 100 5e-05 0.5 50 8981 0.0 -60 0.05379883781920721 0.05197369526830916 100 GTEX 100 5e-05 0.5 50 8981 0.0 -61 0.053642366965676834 0.05181991973247365 100 GTEX 100 5e-05 0.5 50 8981 0.0 -62 0.053455374883103174 0.05171091412636717 100 GTEX 100 5e-05 0.5 50 8981 0.0 -63 0.05340552380424789 0.05153439482921883 100 GTEX 100 5e-05 0.5 50 8981 0.0 -64 0.05310554483483797 0.05125901438720779 100 GTEX 100 5e-05 0.5 50 8981 0.0 -65 0.05285407900786632 0.051023904914071806 100 GTEX 100 5e-05 0.5 50 8981 0.0 -66 0.05254760314476796 0.05069551835041989 100 GTEX 100 5e-05 0.5 50 8981 0.0 -67 0.05228554784308785 0.05043073100508846 100 GTEX 100 5e-05 0.5 50 8981 0.0 -68 0.052061756226972254 0.05034525654218496 100 GTEX 100 5e-05 0.5 50 8981 0.0 -69 0.051953374852351686 0.050122906244979615 100 GTEX 100 5e-05 0.5 50 8981 0.0 -70 0.051734659781444786 0.04989956458145221 100 GTEX 100 5e-05 0.5 50 8981 0.0 -71 0.05143178129035303 0.049639029265469925 100 GTEX 100 5e-05 0.5 50 8981 0.0 -72 0.05127891415406069 0.049520528248507716 100 GTEX 100 5e-05 0.5 50 8981 0.0 -73 0.0510604370976056 0.04930034565948262 100 GTEX 100 5e-05 0.5 50 8981 0.0 -74 0.05092966873436817 0.04917518837030396 100 GTEX 100 5e-05 0.5 50 8981 0.0 -75 0.05069902692207744 0.04899418841296729 100 GTEX 100 5e-05 0.5 50 8981 0.0 -76 0.05057704247226556 0.04886745256389502 100 GTEX 100 5e-05 0.5 50 8981 0.0 -77 0.05031983814271801 0.04852600103888675 100 GTEX 100 5e-05 0.5 50 8981 0.0 -78 0.049983157711269814 0.04817953532979516 100 GTEX 100 5e-05 0.5 50 8981 0.0 -79 0.049587336618437915 0.04781994788762281 100 GTEX 100 5e-05 0.5 50 8981 0.0 -80 0.049364217109698814 0.04775431457581176 100 GTEX 100 5e-05 0.5 50 8981 0.0 -81 0.0492834713338729 0.047638515541648684 100 GTEX 100 5e-05 0.5 50 8981 0.0 -82 0.049070676635024894 0.04741483249705101 100 GTEX 100 5e-05 0.5 50 8981 0.0 -83 0.04879696385643167 0.046946465388337015 100 GTEX 100 5e-05 0.5 50 8981 0.0 -84 0.04825085934062272 0.046535115221607366 100 GTEX 100 5e-05 0.5 50 8981 0.0 -85 0.047920087047627194 0.046321755990442665 100 GTEX 100 5e-05 0.5 50 8981 0.0 -86 0.04769007360173705 0.04602965011399508 100 GTEX 100 5e-05 0.5 50 8981 0.0 -87 0.04743604512014195 0.04589229982218815 100 GTEX 100 5e-05 0.5 50 8981 0.0 -88 0.047297917444936145 0.045669010666839975 100 GTEX 100 5e-05 0.5 50 8981 0.0 -89 0.04705419885947886 0.0453958122534217 100 GTEX 100 5e-05 0.5 50 8981 0.0 -90 0.04675329468921622 0.04505447713311181 100 GTEX 100 5e-05 0.5 50 8981 0.0 -91 0.04636445358235027 0.04474809398952546 100 GTEX 100 5e-05 0.5 50 8981 0.0 -92 0.046039157490097155 0.04440531032620274 100 GTEX 100 5e-05 0.5 50 8981 0.0 -93 0.04565646184120987 0.044012348291538515 100 GTEX 100 5e-05 0.5 50 8981 0.0 -94 0.04529058326280103 0.0436875781632195 100 GTEX 100 5e-05 0.5 50 8981 0.0 -95 0.045006990238348914 0.043401766398447096 100 GTEX 100 5e-05 0.5 50 8981 0.0 -96 0.044647395645044066 0.043026112048344924 100 GTEX 100 5e-05 0.5 50 8981 0.0 -97 0.04427395061168434 0.04267422412964781 100 GTEX 100 5e-05 0.5 50 8981 0.0 -98 0.043924391785959416 0.04239475625096165 100 GTEX 100 5e-05 0.5 50 8981 0.0 -99 0.04370016640824842 0.04215923390800962 100 GTEX 100 5e-05 0.5 50 8981 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00005lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00005lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 54802a38d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00005lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.15614176936407484 0.13753250331933053 100 GTEX 100 5e-05 0.0 50 1907 0.0 -1 0.12465996694382864 0.11422818304241383 100 GTEX 100 5e-05 0.0 50 1907 0.0 -2 0.11021951463156521 0.10493228017943894 100 GTEX 100 5e-05 0.0 50 1907 0.0 -3 0.10278404293221985 0.09864205348627648 100 GTEX 100 5e-05 0.0 50 1907 0.0 -4 0.09689736044780246 0.09299316288400512 100 GTEX 100 5e-05 0.0 50 1907 0.0 -5 0.09110292121398106 0.08698134809845753 100 GTEX 100 5e-05 0.0 50 1907 0.0 -6 0.08453299516377737 0.07987070058121881 100 GTEX 100 5e-05 0.0 50 1907 0.0 -7 0.07722251476890953 0.07287349818210638 100 GTEX 100 5e-05 0.0 50 1907 0.0 -8 0.07135952024978255 0.0685049803084747 100 GTEX 100 5e-05 0.0 50 1907 0.0 -9 0.06806197949481814 0.06633522698634478 100 GTEX 100 5e-05 0.0 50 1907 0.0 -10 0.06636238133795878 0.06512380058491185 100 GTEX 100 5e-05 0.0 50 1907 0.0 -11 0.06528490569017134 0.06428580327462334 100 GTEX 100 5e-05 0.0 50 1907 0.0 -12 0.06446476329286827 0.06354616184368334 100 GTEX 100 5e-05 0.0 50 1907 0.0 -13 0.06371993069410374 0.06293391664388515 100 GTEX 100 5e-05 0.0 50 1907 0.0 -14 0.06310049772854401 0.06236959585898729 100 GTEX 100 5e-05 0.0 50 1907 0.0 -15 0.06250330999735997 0.061840107090799526 100 GTEX 100 5e-05 0.0 50 1907 0.0 -16 0.06200301209926051 0.06140607567114522 100 GTEX 100 5e-05 0.0 50 1907 0.0 -17 0.06155482590280365 0.06101021560142702 100 GTEX 100 5e-05 0.0 50 1907 0.0 -18 0.061143459843297915 0.060635425419521875 100 GTEX 100 5e-05 0.0 50 1907 0.0 -19 0.06076320313138381 0.060292379555253475 100 GTEX 100 5e-05 0.0 50 1907 0.0 -20 0.06041473021027001 0.059975513373944245 100 GTEX 100 5e-05 0.0 50 1907 0.0 -21 0.060067478957323034 0.05962470549197705 100 GTEX 100 5e-05 0.0 50 1907 0.0 -22 0.059740423099240644 0.059345821336534994 100 GTEX 100 5e-05 0.0 50 1907 0.0 -23 0.059430354755374566 0.05899082267295725 100 GTEX 100 5e-05 0.0 50 1907 0.0 -24 0.059054353486601346 0.05862755192436646 100 GTEX 100 5e-05 0.0 50 1907 0.0 -25 0.05873473864306464 0.05833579305233611 100 GTEX 100 5e-05 0.0 50 1907 0.0 -26 0.05844056621167128 0.0580595332010164 100 GTEX 100 5e-05 0.0 50 1907 0.0 -27 0.058179414252948015 0.05782921508861132 100 GTEX 100 5e-05 0.0 50 1907 0.0 -28 0.0579374645019838 0.05757720292521067 100 GTEX 100 5e-05 0.0 50 1907 0.0 -29 0.057691609116454705 0.05732472837254575 100 GTEX 100 5e-05 0.0 50 1907 0.0 -30 0.05746883407370511 0.05713329314052379 100 GTEX 100 5e-05 0.0 50 1907 0.0 -31 0.0572878551503459 0.05695169130092338 100 GTEX 100 5e-05 0.0 50 1907 0.0 -32 0.0571164751530254 0.056785156957436876 100 GTEX 100 5e-05 0.0 50 1907 0.0 -33 0.056951074503197696 0.056622424336440665 100 GTEX 100 5e-05 0.0 50 1907 0.0 -34 0.05675967964534084 0.05640262450328798 100 GTEX 100 5e-05 0.0 50 1907 0.0 -35 0.05653925019678299 0.05616559938106247 100 GTEX 100 5e-05 0.0 50 1907 0.0 -36 0.05634657625084167 0.05601456526227777 100 GTEX 100 5e-05 0.0 50 1907 0.0 -37 0.056202165028106904 0.05587658206772895 100 GTEX 100 5e-05 0.0 50 1907 0.0 -38 0.05606849038556534 0.05574130723005012 100 GTEX 100 5e-05 0.0 50 1907 0.0 -39 0.05593954863915464 0.05561551159892245 100 GTEX 100 5e-05 0.0 50 1907 0.0 -40 0.05581754076766706 0.055487930137281635 100 GTEX 100 5e-05 0.0 50 1907 0.0 -41 0.05567376900417469 0.05532978732889596 100 GTEX 100 5e-05 0.0 50 1907 0.0 -42 0.05550161289788796 0.05512083187246051 100 GTEX 100 5e-05 0.0 50 1907 0.0 -43 0.05532950321626572 0.05499676801972516 100 GTEX 100 5e-05 0.0 50 1907 0.0 -44 0.05521574545601699 0.054869640901854734 100 GTEX 100 5e-05 0.0 50 1907 0.0 -45 0.05506045333281658 0.05470312481654008 100 GTEX 100 5e-05 0.0 50 1907 0.0 -46 0.05491104146997478 0.054576832546140756 100 GTEX 100 5e-05 0.0 50 1907 0.0 -47 0.05478354491229683 0.054416470682892966 100 GTEX 100 5e-05 0.0 50 1907 0.0 -48 0.05459388158015267 0.05422508955965024 100 GTEX 100 5e-05 0.0 50 1907 0.0 -49 0.054430274784508306 0.05408327129913827 100 GTEX 100 5e-05 0.0 50 1907 0.0 -50 0.05433010477409376 0.05398828978207628 100 GTEX 100 5e-05 0.0 50 1907 0.0 -51 0.05420708664771344 0.05385102950631439 100 GTEX 100 5e-05 0.0 50 1907 0.0 -52 0.054079939243822955 0.053723997659556315 100 GTEX 100 5e-05 0.0 50 1907 0.0 -53 0.05398276909553062 0.0536422180472218 100 GTEX 100 5e-05 0.0 50 1907 0.0 -54 0.05391023920289602 0.05357651192935701 100 GTEX 100 5e-05 0.0 50 1907 0.0 -55 0.0538199299213922 0.05343337854221746 100 GTEX 100 5e-05 0.0 50 1907 0.0 -56 0.05370599750417193 0.053373771036192494 100 GTEX 100 5e-05 0.0 50 1907 0.0 -57 0.05364154098299472 0.05330081985193967 100 GTEX 100 5e-05 0.0 50 1907 0.0 -58 0.053578056836957426 0.0532386788510551 100 GTEX 100 5e-05 0.0 50 1907 0.0 -59 0.05349923165113102 0.05312342842608803 100 GTEX 100 5e-05 0.0 50 1907 0.0 -60 0.053405014901733126 0.05307228232914504 100 GTEX 100 5e-05 0.0 50 1907 0.0 -61 0.053344776174536576 0.0530163633137828 100 GTEX 100 5e-05 0.0 50 1907 0.0 -62 0.053287903576289715 0.05294768160966866 100 GTEX 100 5e-05 0.0 50 1907 0.0 -63 0.05323211100411677 0.052897579812164995 100 GTEX 100 5e-05 0.0 50 1907 0.0 -64 0.05317810263547283 0.05282087641070551 100 GTEX 100 5e-05 0.0 50 1907 0.0 -65 0.053046254533024965 0.052623631198936545 100 GTEX 100 5e-05 0.0 50 1907 0.0 -66 0.052840878124333766 0.05246325616260898 100 GTEX 100 5e-05 0.0 50 1907 0.0 -67 0.052710537475735356 0.05233636548027339 100 GTEX 100 5e-05 0.0 50 1907 0.0 -68 0.052544924818837956 0.05214537112148542 100 GTEX 100 5e-05 0.0 50 1907 0.0 -69 0.052373467657994076 0.05200661945478998 100 GTEX 100 5e-05 0.0 50 1907 0.0 -70 0.0522659087107585 0.05191163334839698 100 GTEX 100 5e-05 0.0 50 1907 0.0 -71 0.05219469503909302 0.05185279985287797 100 GTEX 100 5e-05 0.0 50 1907 0.0 -72 0.05210150664571322 0.05175788437119001 100 GTEX 100 5e-05 0.0 50 1907 0.0 -73 0.052000871932584 0.0516477230893795 100 GTEX 100 5e-05 0.0 50 1907 0.0 -74 0.05188361586503322 0.05149025689569716 100 GTEX 100 5e-05 0.0 50 1907 0.0 -75 0.051723965251346295 0.051383210891439886 100 GTEX 100 5e-05 0.0 50 1907 0.0 -76 0.05158123131863064 0.05114394924939812 100 GTEX 100 5e-05 0.0 50 1907 0.0 -77 0.05140458437705337 0.05101199262552388 100 GTEX 100 5e-05 0.0 50 1907 0.0 -78 0.051211320993149054 0.05085777280278532 100 GTEX 100 5e-05 0.0 50 1907 0.0 -79 0.051094494605389895 0.05070003573942094 100 GTEX 100 5e-05 0.0 50 1907 0.0 -80 0.05094091183205612 0.05060240850135854 100 GTEX 100 5e-05 0.0 50 1907 0.0 -81 0.05084361404013681 0.050448583927671264 100 GTEX 100 5e-05 0.0 50 1907 0.0 -82 0.05065856309470096 0.05028300759286935 100 GTEX 100 5e-05 0.0 50 1907 0.0 -83 0.050479670477143884 0.050086378895397875 100 GTEX 100 5e-05 0.0 50 1907 0.0 -84 0.050237194317909184 0.04988136850722389 100 GTEX 100 5e-05 0.0 50 1907 0.0 -85 0.0501142326713685 0.049710492911560905 100 GTEX 100 5e-05 0.0 50 1907 0.0 -86 0.049876319064476475 0.04939975266560855 100 GTEX 100 5e-05 0.0 50 1907 0.0 -87 0.049643079054428656 0.049316242252239254 100 GTEX 100 5e-05 0.0 50 1907 0.0 -88 0.04945569282850746 0.048987591929535446 100 GTEX 100 5e-05 0.0 50 1907 0.0 -89 0.04915947595291887 0.04878662440203442 100 GTEX 100 5e-05 0.0 50 1907 0.0 -90 0.04898587337350649 0.04863177254059469 100 GTEX 100 5e-05 0.0 50 1907 0.0 -91 0.04882698514223023 0.04847895412107384 100 GTEX 100 5e-05 0.0 50 1907 0.0 -92 0.0487178556237016 0.048369798738466925 100 GTEX 100 5e-05 0.0 50 1907 0.0 -93 0.04862402058375213 0.04831990994824656 100 GTEX 100 5e-05 0.0 50 1907 0.0 -94 0.04851162046653688 0.048155256465587326 100 GTEX 100 5e-05 0.0 50 1907 0.0 -95 0.04825312174322286 0.04786827946400461 100 GTEX 100 5e-05 0.0 50 1907 0.0 -96 0.04807908774906534 0.047701846439915464 100 GTEX 100 5e-05 0.0 50 1907 0.0 -97 0.04791541217347316 0.04752522869878396 100 GTEX 100 5e-05 0.0 50 1907 0.0 -98 0.047656738934061575 0.047253102545729155 100 GTEX 100 5e-05 0.0 50 1907 0.0 -99 0.04736065569750746 0.046912113282503734 100 GTEX 100 5e-05 0.0 50 1907 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00005lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00005lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 1b4ee4b9d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00005lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.13993014533749928 0.11530358137513295 50 GTEX 100 5e-05 0.1 50 84 0.0 -1 0.10593069172798296 0.10022732682044515 50 GTEX 100 5e-05 0.1 50 84 0.0 -2 0.09414639252174917 0.08884932147516043 50 GTEX 100 5e-05 0.1 50 84 0.0 -3 0.0810737746432337 0.07391254443802761 50 GTEX 100 5e-05 0.1 50 84 0.0 -4 0.06948459365777888 0.0664198369835946 50 GTEX 100 5e-05 0.1 50 84 0.0 -5 0.06538962481992605 0.06400121792357684 50 GTEX 100 5e-05 0.1 50 84 0.0 -6 0.06370451959194144 0.06267738806175868 50 GTEX 100 5e-05 0.1 50 84 0.0 -7 0.06261223073199972 0.06169847257350334 50 GTEX 100 5e-05 0.1 50 84 0.0 -8 0.06163796586450534 0.06077092320095224 50 GTEX 100 5e-05 0.1 50 84 0.0 -9 0.060818934260073745 0.05996690939106189 50 GTEX 100 5e-05 0.1 50 84 0.0 -10 0.060033056556429265 0.05926991938241535 50 GTEX 100 5e-05 0.1 50 84 0.0 -11 0.0593836027560251 0.05867859605034041 50 GTEX 100 5e-05 0.1 50 84 0.0 -12 0.058807454079317166 0.058098987353958555 50 GTEX 100 5e-05 0.1 50 84 0.0 -13 0.05824875424486085 0.057660018678173816 50 GTEX 100 5e-05 0.1 50 84 0.0 -14 0.05782590308231072 0.05726857972773989 50 GTEX 100 5e-05 0.1 50 84 0.0 -15 0.057333803424707896 0.05671178257029093 50 GTEX 100 5e-05 0.1 50 84 0.0 -16 0.0568811624913265 0.05635493716841188 50 GTEX 100 5e-05 0.1 50 84 0.0 -17 0.056474657752681484 0.05593751513261079 50 GTEX 100 5e-05 0.1 50 84 0.0 -18 0.05607105888803279 0.05561607298458937 50 GTEX 100 5e-05 0.1 50 84 0.0 -19 0.055686090263127146 0.05518577255648578 50 GTEX 100 5e-05 0.1 50 84 0.0 -20 0.055277350787878085 0.05475012570647912 50 GTEX 100 5e-05 0.1 50 84 0.0 -21 0.05479540476018491 0.0542934918386628 50 GTEX 100 5e-05 0.1 50 84 0.0 -22 0.05434960290180462 0.05384575293006326 50 GTEX 100 5e-05 0.1 50 84 0.0 -23 0.053878985224951784 0.05328274784545935 50 GTEX 100 5e-05 0.1 50 84 0.0 -24 0.05323698494421639 0.05259979475898661 50 GTEX 100 5e-05 0.1 50 84 0.0 -25 0.052576629636002355 0.05207764241886909 50 GTEX 100 5e-05 0.1 50 84 0.0 -26 0.05214848453766305 0.05167730077534574 50 GTEX 100 5e-05 0.1 50 84 0.0 -27 0.05179518198131495 0.05135604205891887 50 GTEX 100 5e-05 0.1 50 84 0.0 -28 0.05144190265303921 0.05094308207810152 50 GTEX 100 5e-05 0.1 50 84 0.0 -29 0.05102837774629098 0.050640667898460036 50 GTEX 100 5e-05 0.1 50 84 0.0 -30 0.05066023658427075 0.05023250730970286 50 GTEX 100 5e-05 0.1 50 84 0.0 -31 0.05021056737087717 0.049692301780778644 50 GTEX 100 5e-05 0.1 50 84 0.0 -32 0.049737243595458995 0.04925681992713716 50 GTEX 100 5e-05 0.1 50 84 0.0 -33 0.049197623125081004 0.0486805593389522 50 GTEX 100 5e-05 0.1 50 84 0.0 -34 0.04878680504605865 0.04833820589000055 50 GTEX 100 5e-05 0.1 50 84 0.0 -35 0.04843580780142185 0.04805863600493384 50 GTEX 100 5e-05 0.1 50 84 0.0 -36 0.04798869155382762 0.047553389761667744 50 GTEX 100 5e-05 0.1 50 84 0.0 -37 0.04758937644484089 0.04714411512697151 50 GTEX 100 5e-05 0.1 50 84 0.0 -38 0.04716044450120701 0.046657390141781746 50 GTEX 100 5e-05 0.1 50 84 0.0 -39 0.04671893253280266 0.046247670901478924 50 GTEX 100 5e-05 0.1 50 84 0.0 -40 0.04632371141396922 0.045884536628827396 50 GTEX 100 5e-05 0.1 50 84 0.0 -41 0.04589672692358538 0.04543418544893482 50 GTEX 100 5e-05 0.1 50 84 0.0 -42 0.04556187493481656 0.04515810160695827 50 GTEX 100 5e-05 0.1 50 84 0.0 -43 0.04525334232662778 0.04482967088515994 50 GTEX 100 5e-05 0.1 50 84 0.0 -44 0.04491836633137769 0.044524339725309454 50 GTEX 100 5e-05 0.1 50 84 0.0 -45 0.0446754500295074 0.04433391785723628 50 GTEX 100 5e-05 0.1 50 84 0.0 -46 0.04434574881905586 0.043853599797693495 50 GTEX 100 5e-05 0.1 50 84 0.0 -47 0.043986003158480835 0.04361633549200038 50 GTEX 100 5e-05 0.1 50 84 0.0 -48 0.04374331500752304 0.043303965828151304 50 GTEX 100 5e-05 0.1 50 84 0.0 -49 0.04337487939252916 0.04291162248205096 50 GTEX 100 5e-05 0.1 50 84 0.0 -50 0.04308620742997826 0.04272419734089547 50 GTEX 100 5e-05 0.1 50 84 0.0 -51 0.042943267605618764 0.04262941611838658 50 GTEX 100 5e-05 0.1 50 84 0.0 -52 0.04276725838085383 0.042365080248493656 50 GTEX 100 5e-05 0.1 50 84 0.0 -53 0.04257142132464326 0.042231979953415495 50 GTEX 100 5e-05 0.1 50 84 0.0 -54 0.04239850321095395 0.04204500989258969 50 GTEX 100 5e-05 0.1 50 84 0.0 -55 0.04225209766604007 0.0418493870164165 50 GTEX 100 5e-05 0.1 50 84 0.0 -56 0.04202009709198762 0.041638917923540214 50 GTEX 100 5e-05 0.1 50 84 0.0 -57 0.04179641883416955 0.041430467456409235 50 GTEX 100 5e-05 0.1 50 84 0.0 -58 0.04157539443664306 0.04124079871313654 50 GTEX 100 5e-05 0.1 50 84 0.0 -59 0.04141989767943351 0.04108207346340323 50 GTEX 100 5e-05 0.1 50 84 0.0 -60 0.04118170387774558 0.04069769448342205 50 GTEX 100 5e-05 0.1 50 84 0.0 -61 0.040826848855951815 0.04038610412764005 50 GTEX 100 5e-05 0.1 50 84 0.0 -62 0.04057238057957754 0.040223956193080876 50 GTEX 100 5e-05 0.1 50 84 0.0 -63 0.040400733514712024 0.04002423087991916 50 GTEX 100 5e-05 0.1 50 84 0.0 -64 0.04015006570811885 0.03968974143379995 50 GTEX 100 5e-05 0.1 50 84 0.0 -65 0.03986457775909545 0.03949481246730901 50 GTEX 100 5e-05 0.1 50 84 0.0 -66 0.03964772826808111 0.039241245845084864 50 GTEX 100 5e-05 0.1 50 84 0.0 -67 0.03938985549112591 0.03898642047843099 50 GTEX 100 5e-05 0.1 50 84 0.0 -68 0.03916072270433452 0.038762674826292934 50 GTEX 100 5e-05 0.1 50 84 0.0 -69 0.03895161305934433 0.038586676857317356 50 GTEX 100 5e-05 0.1 50 84 0.0 -70 0.03882115582493904 0.03842254512776894 50 GTEX 100 5e-05 0.1 50 84 0.0 -71 0.03856845198723889 0.03811582864152388 50 GTEX 100 5e-05 0.1 50 84 0.0 -72 0.03829584217396094 0.03786020598484083 50 GTEX 100 5e-05 0.1 50 84 0.0 -73 0.03793963827873543 0.037540015838898634 50 GTEX 100 5e-05 0.1 50 84 0.0 -74 0.03776655094234722 0.03741819772005308 50 GTEX 100 5e-05 0.1 50 84 0.0 -75 0.03758896026515188 0.03718172184443066 50 GTEX 100 5e-05 0.1 50 84 0.0 -76 0.03736415368391592 0.03697956492947308 50 GTEX 100 5e-05 0.1 50 84 0.0 -77 0.0371795245356251 0.036816517634763464 50 GTEX 100 5e-05 0.1 50 84 0.0 -78 0.03704577242262804 0.036647075588882194 50 GTEX 100 5e-05 0.1 50 84 0.0 -79 0.03683938822276466 0.03650825016710468 50 GTEX 100 5e-05 0.1 50 84 0.0 -80 0.03676000507250373 0.03641532326804141 50 GTEX 100 5e-05 0.1 50 84 0.0 -81 0.03665703917722006 0.0363260850225338 50 GTEX 100 5e-05 0.1 50 84 0.0 -82 0.036526436087881684 0.036148987802545836 50 GTEX 100 5e-05 0.1 50 84 0.0 -83 0.03628827032719795 0.03584198792511066 50 GTEX 100 5e-05 0.1 50 84 0.0 -84 0.03596709436863217 0.0355851962992447 50 GTEX 100 5e-05 0.1 50 84 0.0 -85 0.03576450017727994 0.03533438040729711 50 GTEX 100 5e-05 0.1 50 84 0.0 -86 0.03555168426430652 0.03518498756218093 50 GTEX 100 5e-05 0.1 50 84 0.0 -87 0.035424419678059024 0.03506000565910294 50 GTEX 100 5e-05 0.1 50 84 0.0 -88 0.03533656820119705 0.03498523270165966 50 GTEX 100 5e-05 0.1 50 84 0.0 -89 0.03523887443417504 0.034876822964943405 50 GTEX 100 5e-05 0.1 50 84 0.0 -90 0.035116859563454485 0.03475037046456745 50 GTEX 100 5e-05 0.1 50 84 0.0 -91 0.03501813756790926 0.03468925293407513 50 GTEX 100 5e-05 0.1 50 84 0.0 -92 0.03496363703163446 0.034638910040882605 50 GTEX 100 5e-05 0.1 50 84 0.0 -93 0.03485389009040954 0.03452221184487352 50 GTEX 100 5e-05 0.1 50 84 0.0 -94 0.034800710922512995 0.03449625056591098 50 GTEX 100 5e-05 0.1 50 84 0.0 -95 0.034672642660465866 0.034318776000928516 50 GTEX 100 5e-05 0.1 50 84 0.0 -96 0.034542409618138904 0.03418869515987177 50 GTEX 100 5e-05 0.1 50 84 0.0 -97 0.03445444215969348 0.034120912900895674 50 GTEX 100 5e-05 0.1 50 84 0.0 -98 0.034402433632891395 0.03407745680173314 50 GTEX 100 5e-05 0.1 50 84 0.0 -99 0.0343199923765959 0.03397541525755998 50 GTEX 100 5e-05 0.1 50 84 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00005lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00005lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index f538412de..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00005lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.14247376888634675 0.11743756311417985 50 GTEX 100 5e-05 0.5 50 1783 0.0 -1 0.10883889047387058 0.10269616794960128 50 GTEX 100 5e-05 0.5 50 1783 0.0 -2 0.09792327434627285 0.09332542002427714 50 GTEX 100 5e-05 0.5 50 1783 0.0 -3 0.08792504088606265 0.08161504229551939 50 GTEX 100 5e-05 0.5 50 1783 0.0 -4 0.0760353984929219 0.07011618416317289 50 GTEX 100 5e-05 0.5 50 1783 0.0 -5 0.06818236969863901 0.06560584385755397 50 GTEX 100 5e-05 0.5 50 1783 0.0 -6 0.06507243573338224 0.06375792756421711 50 GTEX 100 5e-05 0.5 50 1783 0.0 -7 0.06332238637925365 0.062322487721765 50 GTEX 100 5e-05 0.5 50 1783 0.0 -8 0.06210934412034585 0.061375131426881925 50 GTEX 100 5e-05 0.5 50 1783 0.0 -9 0.06113340270615901 0.0605562214559022 50 GTEX 100 5e-05 0.5 50 1783 0.0 -10 0.06022913151179534 0.05974590616166139 50 GTEX 100 5e-05 0.5 50 1783 0.0 -11 0.05952283689045687 0.05911316010151979 50 GTEX 100 5e-05 0.5 50 1783 0.0 -12 0.058903877832821055 0.05856003228419181 50 GTEX 100 5e-05 0.5 50 1783 0.0 -13 0.05837365170641498 0.058085120598229616 50 GTEX 100 5e-05 0.5 50 1783 0.0 -14 0.05795672227823018 0.057671014233687076 50 GTEX 100 5e-05 0.5 50 1783 0.0 -15 0.05758696772709837 0.05718717453540958 50 GTEX 100 5e-05 0.5 50 1783 0.0 -16 0.05705851818679555 0.056753775798945826 50 GTEX 100 5e-05 0.5 50 1783 0.0 -17 0.05667026102065952 0.0563393048304682 50 GTEX 100 5e-05 0.5 50 1783 0.0 -18 0.05633524381190151 0.05599769922292051 50 GTEX 100 5e-05 0.5 50 1783 0.0 -19 0.056022700191872596 0.055586332625252664 50 GTEX 100 5e-05 0.5 50 1783 0.0 -20 0.055621880838051134 0.055222047315804226 50 GTEX 100 5e-05 0.5 50 1783 0.0 -21 0.055335924597961716 0.054832177434980645 50 GTEX 100 5e-05 0.5 50 1783 0.0 -22 0.054925574859586726 0.05445429778342691 50 GTEX 100 5e-05 0.5 50 1783 0.0 -23 0.05452059655893664 0.053968022212726084 50 GTEX 100 5e-05 0.5 50 1783 0.0 -24 0.05411998403132799 0.05355745758648834 50 GTEX 100 5e-05 0.5 50 1783 0.0 -25 0.053748041994218856 0.05323290952371554 50 GTEX 100 5e-05 0.5 50 1783 0.0 -26 0.05350424978754973 0.05279595031626098 50 GTEX 100 5e-05 0.5 50 1783 0.0 -27 0.052997118143263064 0.05240782949464403 50 GTEX 100 5e-05 0.5 50 1783 0.0 -28 0.052609104645032496 0.05187703288751637 50 GTEX 100 5e-05 0.5 50 1783 0.0 -29 0.0521141256894269 0.051352763555575685 50 GTEX 100 5e-05 0.5 50 1783 0.0 -30 0.051648903363459564 0.05097514617579065 50 GTEX 100 5e-05 0.5 50 1783 0.0 -31 0.051248247397478595 0.05059344300950661 50 GTEX 100 5e-05 0.5 50 1783 0.0 -32 0.0508407519342681 0.050046812480903397 50 GTEX 100 5e-05 0.5 50 1783 0.0 -33 0.05028027863457864 0.04939370626449132 50 GTEX 100 5e-05 0.5 50 1783 0.0 -34 0.049557855535147875 0.04866665737710525 50 GTEX 100 5e-05 0.5 50 1783 0.0 -35 0.04891947770552826 0.04803429789727858 50 GTEX 100 5e-05 0.5 50 1783 0.0 -36 0.048284508518892745 0.04737005777968653 50 GTEX 100 5e-05 0.5 50 1783 0.0 -37 0.047524812391173996 0.046511142369458885 50 GTEX 100 5e-05 0.5 50 1783 0.0 -38 0.04668629546242971 0.0457662121169694 50 GTEX 100 5e-05 0.5 50 1783 0.0 -39 0.04601231324062927 0.04494701274900835 50 GTEX 100 5e-05 0.5 50 1783 0.0 -40 0.04496446558919378 0.04369250806083924 50 GTEX 100 5e-05 0.5 50 1783 0.0 -41 0.043790280197204906 0.042639066305847226 50 GTEX 100 5e-05 0.5 50 1783 0.0 -42 0.04263362506869049 0.041308067561952336 50 GTEX 100 5e-05 0.5 50 1783 0.0 -43 0.041450203272524966 0.04027192729450904 50 GTEX 100 5e-05 0.5 50 1783 0.0 -44 0.04040039283107072 0.03911007881986098 50 GTEX 100 5e-05 0.5 50 1783 0.0 -45 0.03924233694697076 0.0379190474196192 50 GTEX 100 5e-05 0.5 50 1783 0.0 -46 0.037833571522165606 0.036462491820831944 50 GTEX 100 5e-05 0.5 50 1783 0.0 -47 0.03647761077815758 0.035063102912200265 50 GTEX 100 5e-05 0.5 50 1783 0.0 -48 0.035147983310884846 0.03367706808569653 50 GTEX 100 5e-05 0.5 50 1783 0.0 -49 0.033818021718480716 0.03240981729906548 50 GTEX 100 5e-05 0.5 50 1783 0.0 -50 0.032448755339334216 0.030979847485914883 50 GTEX 100 5e-05 0.5 50 1783 0.0 -51 0.0311347661039967 0.029663993095263783 50 GTEX 100 5e-05 0.5 50 1783 0.0 -52 0.029955507254418253 0.028638463994990964 50 GTEX 100 5e-05 0.5 50 1783 0.0 -53 0.028859446376319722 0.027482210722231365 50 GTEX 100 5e-05 0.5 50 1783 0.0 -54 0.027735364240784762 0.026417439463530656 50 GTEX 100 5e-05 0.5 50 1783 0.0 -55 0.026717359067116052 0.025414906070344575 50 GTEX 100 5e-05 0.5 50 1783 0.0 -56 0.025590245449744156 0.02426901813100726 50 GTEX 100 5e-05 0.5 50 1783 0.0 -57 0.024378128245502815 0.02302141637743199 50 GTEX 100 5e-05 0.5 50 1783 0.0 -58 0.022913566342223166 0.021445496546054973 50 GTEX 100 5e-05 0.5 50 1783 0.0 -59 0.021024279914590945 0.01934828527073443 50 GTEX 100 5e-05 0.5 50 1783 0.0 -60 0.018592123115350443 0.01667462539338567 50 GTEX 100 5e-05 0.5 50 1783 0.0 -61 0.015972229604394556 0.01411887583368858 50 GTEX 100 5e-05 0.5 50 1783 0.0 -62 0.013832686963395029 0.012163875704213354 50 GTEX 100 5e-05 0.5 50 1783 0.0 -63 0.012249043719254546 0.010672393800272914 50 GTEX 100 5e-05 0.5 50 1783 0.0 -64 0.010999697439799096 0.00953213559435291 50 GTEX 100 5e-05 0.5 50 1783 0.0 -65 0.01013967507616515 0.008627819425883232 50 GTEX 100 5e-05 0.5 50 1783 0.0 -66 0.009371054566943326 0.007962355990416083 50 GTEX 100 5e-05 0.5 50 1783 0.0 -67 0.008805836360731208 0.007372292061424868 50 GTEX 100 5e-05 0.5 50 1783 0.0 -68 0.008294890146329488 0.0068655383539432124 50 GTEX 100 5e-05 0.5 50 1783 0.0 -69 0.007935703538273215 0.006480734665194675 50 GTEX 100 5e-05 0.5 50 1783 0.0 -70 0.0076324354619235575 0.006197065534601307 50 GTEX 100 5e-05 0.5 50 1783 0.0 -71 0.007372362586540063 0.005871487327252901 50 GTEX 100 5e-05 0.5 50 1783 0.0 -72 0.0070926153342145805 0.005706116865201368 50 GTEX 100 5e-05 0.5 50 1783 0.0 -73 0.007006464891818026 0.0055184983736888535 50 GTEX 100 5e-05 0.5 50 1783 0.0 -74 0.006804609066814899 0.005393459975096209 50 GTEX 100 5e-05 0.5 50 1783 0.0 -75 0.006700846795895774 0.005242541766134108 50 GTEX 100 5e-05 0.5 50 1783 0.0 -76 0.006574461416574417 0.00514438702678839 50 GTEX 100 5e-05 0.5 50 1783 0.0 -77 0.006510488346500024 0.005092257788730608 50 GTEX 100 5e-05 0.5 50 1783 0.0 -78 0.006473538988910586 0.005046271464075653 50 GTEX 100 5e-05 0.5 50 1783 0.0 -79 0.006363958785267299 0.004984793926061559 50 GTEX 100 5e-05 0.5 50 1783 0.0 -80 0.006328648896871175 0.004902212715888318 50 GTEX 100 5e-05 0.5 50 1783 0.0 -81 0.0062529600668669826 0.004874177351452325 50 GTEX 100 5e-05 0.5 50 1783 0.0 -82 0.006228364481441846 0.004740615925988884 50 GTEX 100 5e-05 0.5 50 1783 0.0 -83 0.006175365765090412 0.004706405779566375 50 GTEX 100 5e-05 0.5 50 1783 0.0 -84 0.006187609422649333 0.004705227403759871 50 GTEX 100 5e-05 0.5 50 1783 0.0 -85 0.006067809076953982 0.004616892712010149 50 GTEX 100 5e-05 0.5 50 1783 0.0 -86 0.0060769340071208985 0.004601331791103934 50 GTEX 100 5e-05 0.5 50 1783 0.0 -87 0.006034876962320343 0.004539421106203541 50 GTEX 100 5e-05 0.5 50 1783 0.0 -88 0.005999987048807325 0.0045163154229344695 50 GTEX 100 5e-05 0.5 50 1783 0.0 -89 0.005962944488080748 0.004451340985548162 50 GTEX 100 5e-05 0.5 50 1783 0.0 -90 0.005945041972159666 0.004470253495159541 50 GTEX 100 5e-05 0.5 50 1783 0.0 -91 0.005880625654221309 0.004438844948082794 50 GTEX 100 5e-05 0.5 50 1783 0.0 -92 0.005828070799155401 0.004421330054428698 50 GTEX 100 5e-05 0.5 50 1783 0.0 -93 0.005866245991613642 0.004397585552925874 50 GTEX 100 5e-05 0.5 50 1783 0.0 -94 0.005826510158690619 0.0043351280829646115 50 GTEX 100 5e-05 0.5 50 1783 0.0 -95 0.005782203990334509 0.004345416464531235 50 GTEX 100 5e-05 0.5 50 1783 0.0 -96 0.005800468021832793 0.004332251031883061 50 GTEX 100 5e-05 0.5 50 1783 0.0 -97 0.005772773646519849 0.004314940741476904 50 GTEX 100 5e-05 0.5 50 1783 0.0 -98 0.005751552502051652 0.00430164346028785 50 GTEX 100 5e-05 0.5 50 1783 0.0 -99 0.005724930614382548 0.004312747830486088 50 GTEX 100 5e-05 0.5 50 1783 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00005lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00005lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 2a2343c0f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.00005lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.14114208159482478 0.11442916296394152 50 GTEX 100 5e-05 0.0 50 5910 0.0 -1 0.10676781758957231 0.09918350015303028 50 GTEX 100 5e-05 0.0 50 5910 0.0 -2 0.09499954856995911 0.08865558242729861 50 GTEX 100 5e-05 0.0 50 5910 0.0 -3 0.08284636380394296 0.0745484114344809 50 GTEX 100 5e-05 0.0 50 5910 0.0 -4 0.07020915698114866 0.06586334117805097 50 GTEX 100 5e-05 0.0 50 5910 0.0 -5 0.06516513069677443 0.06316902556460166 50 GTEX 100 5e-05 0.0 50 5910 0.0 -6 0.06314018602540328 0.061620478351873134 50 GTEX 100 5e-05 0.0 50 5910 0.0 -7 0.061566619021286614 0.06011893228404649 50 GTEX 100 5e-05 0.0 50 5910 0.0 -8 0.06021695886072103 0.058912549691961746 50 GTEX 100 5e-05 0.0 50 5910 0.0 -9 0.0592098207444856 0.05808199460515505 50 GTEX 100 5e-05 0.0 50 5910 0.0 -10 0.05841016868493166 0.05729818427687362 50 GTEX 100 5e-05 0.0 50 5910 0.0 -11 0.05767742973133832 0.056664807176635294 50 GTEX 100 5e-05 0.0 50 5910 0.0 -12 0.05705244996946679 0.05613940329549431 50 GTEX 100 5e-05 0.0 50 5910 0.0 -13 0.05659401178473314 0.05574732090385468 50 GTEX 100 5e-05 0.0 50 5910 0.0 -14 0.05620685267181788 0.055393421392137106 50 GTEX 100 5e-05 0.0 50 5910 0.0 -15 0.05581856197374064 0.05497351327748126 50 GTEX 100 5e-05 0.0 50 5910 0.0 -16 0.055435413117927296 0.05469409486866723 50 GTEX 100 5e-05 0.0 50 5910 0.0 -17 0.055142922023728565 0.05438830737491977 50 GTEX 100 5e-05 0.0 50 5910 0.0 -18 0.054741236316206414 0.05402547516948596 50 GTEX 100 5e-05 0.0 50 5910 0.0 -19 0.05446033351012365 0.05379915425107733 50 GTEX 100 5e-05 0.0 50 5910 0.0 -20 0.05418171979438935 0.053533453154359936 50 GTEX 100 5e-05 0.0 50 5910 0.0 -21 0.05396137152937872 0.053353591535254576 50 GTEX 100 5e-05 0.0 50 5910 0.0 -22 0.05376343981959921 0.05316420582905695 50 GTEX 100 5e-05 0.0 50 5910 0.0 -23 0.05357946305239328 0.05301109989644683 50 GTEX 100 5e-05 0.0 50 5910 0.0 -24 0.05341080981371168 0.05285603622463266 50 GTEX 100 5e-05 0.0 50 5910 0.0 -25 0.0532501570296455 0.052707559163522814 50 GTEX 100 5e-05 0.0 50 5910 0.0 -26 0.05300612590858384 0.05240340028028978 50 GTEX 100 5e-05 0.0 50 5910 0.0 -27 0.0527920982047555 0.052269790541139845 50 GTEX 100 5e-05 0.0 50 5910 0.0 -28 0.052653300791846616 0.0521434547358366 50 GTEX 100 5e-05 0.0 50 5910 0.0 -29 0.052435314294776755 0.05191256489052292 50 GTEX 100 5e-05 0.0 50 5910 0.0 -30 0.05228561152166634 0.05181035138808276 50 GTEX 100 5e-05 0.0 50 5910 0.0 -31 0.05217168785043764 0.0516969791680801 50 GTEX 100 5e-05 0.0 50 5910 0.0 -32 0.05206502896552669 0.051598643728252146 50 GTEX 100 5e-05 0.0 50 5910 0.0 -33 0.05192520861198422 0.05144942547601892 50 GTEX 100 5e-05 0.0 50 5910 0.0 -34 0.051768804932910535 0.051303891252598835 50 GTEX 100 5e-05 0.0 50 5910 0.0 -35 0.05165352076063806 0.05115946166273985 50 GTEX 100 5e-05 0.0 50 5910 0.0 -36 0.05146216395055969 0.05098114845417298 50 GTEX 100 5e-05 0.0 50 5910 0.0 -37 0.05133021086237178 0.050895230164716 50 GTEX 100 5e-05 0.0 50 5910 0.0 -38 0.0512392671797096 0.05076217610289842 50 GTEX 100 5e-05 0.0 50 5910 0.0 -39 0.051104160992748775 0.05068632274752787 50 GTEX 100 5e-05 0.0 50 5910 0.0 -40 0.05101730604304348 0.05047864868472057 50 GTEX 100 5e-05 0.0 50 5910 0.0 -41 0.05065357935160093 0.05012389302905295 50 GTEX 100 5e-05 0.0 50 5910 0.0 -42 0.0504555978346075 0.05005721317979546 50 GTEX 100 5e-05 0.0 50 5910 0.0 -43 0.05032658961378144 0.04986859600948517 50 GTEX 100 5e-05 0.0 50 5910 0.0 -44 0.050127882606044824 0.04966958883455724 50 GTEX 100 5e-05 0.0 50 5910 0.0 -45 0.049954273242251955 0.04954151309913329 50 GTEX 100 5e-05 0.0 50 5910 0.0 -46 0.04985903751754743 0.04947151801063761 50 GTEX 100 5e-05 0.0 50 5910 0.0 -47 0.04966888793172486 0.049203707245196224 50 GTEX 100 5e-05 0.0 50 5910 0.0 -48 0.04950180118371305 0.04908889391859675 50 GTEX 100 5e-05 0.0 50 5910 0.0 -49 0.049374060837717816 0.048985120546455166 50 GTEX 100 5e-05 0.0 50 5910 0.0 -50 0.049276915456880496 0.04882373014188764 50 GTEX 100 5e-05 0.0 50 5910 0.0 -51 0.049044506565512354 0.04858465670491126 50 GTEX 100 5e-05 0.0 50 5910 0.0 -52 0.048862991587950357 0.04837232564678663 50 GTEX 100 5e-05 0.0 50 5910 0.0 -53 0.04863309818754305 0.048184923593932234 50 GTEX 100 5e-05 0.0 50 5910 0.0 -54 0.04842658425612725 0.047968944400095664 50 GTEX 100 5e-05 0.0 50 5910 0.0 -55 0.048244601597034954 0.04787909038393216 50 GTEX 100 5e-05 0.0 50 5910 0.0 -56 0.04806802747077595 0.047528133355789315 50 GTEX 100 5e-05 0.0 50 5910 0.0 -57 0.04765110644111981 0.04719445454275427 50 GTEX 100 5e-05 0.0 50 5910 0.0 -58 0.04736023637864259 0.046911069075134315 50 GTEX 100 5e-05 0.0 50 5910 0.0 -59 0.04711052279687613 0.04669900531721206 50 GTEX 100 5e-05 0.0 50 5910 0.0 -60 0.046895654617660314 0.04646364019425876 50 GTEX 100 5e-05 0.0 50 5910 0.0 -61 0.04670202276488727 0.046311539310976126 50 GTEX 100 5e-05 0.0 50 5910 0.0 -62 0.04646024550859712 0.04598702733252665 50 GTEX 100 5e-05 0.0 50 5910 0.0 -63 0.04612093252857144 0.04571737986440441 50 GTEX 100 5e-05 0.0 50 5910 0.0 -64 0.045842736762312535 0.04535982606953768 50 GTEX 100 5e-05 0.0 50 5910 0.0 -65 0.04535919400641315 0.044802206423232765 50 GTEX 100 5e-05 0.0 50 5910 0.0 -66 0.04490243022063409 0.04432770768499193 50 GTEX 100 5e-05 0.0 50 5910 0.0 -67 0.04442988431589385 0.04393926572352081 50 GTEX 100 5e-05 0.0 50 5910 0.0 -68 0.04403763221525851 0.043455218443002534 50 GTEX 100 5e-05 0.0 50 5910 0.0 -69 0.04364248577891376 0.043213554859841276 50 GTEX 100 5e-05 0.0 50 5910 0.0 -70 0.04332038943557512 0.04278397657855382 50 GTEX 100 5e-05 0.0 50 5910 0.0 -71 0.042958311192762944 0.042545423747355496 50 GTEX 100 5e-05 0.0 50 5910 0.0 -72 0.04272503250808679 0.042375313096853266 50 GTEX 100 5e-05 0.0 50 5910 0.0 -73 0.04243545190760638 0.041949158902687265 50 GTEX 100 5e-05 0.0 50 5910 0.0 -74 0.042060095110119766 0.0415994311849314 50 GTEX 100 5e-05 0.0 50 5910 0.0 -75 0.041765377747102136 0.04142100953925472 50 GTEX 100 5e-05 0.0 50 5910 0.0 -76 0.041553310375868034 0.04115159399524161 50 GTEX 100 5e-05 0.0 50 5910 0.0 -77 0.04134556159748565 0.04098272349104682 50 GTEX 100 5e-05 0.0 50 5910 0.0 -78 0.04115831757400524 0.040778628277801286 50 GTEX 100 5e-05 0.0 50 5910 0.0 -79 0.04080656499537858 0.040346820459846305 50 GTEX 100 5e-05 0.0 50 5910 0.0 -80 0.04023688697241687 0.03969677152402501 50 GTEX 100 5e-05 0.0 50 5910 0.0 -81 0.03977399900968002 0.03939773514866829 50 GTEX 100 5e-05 0.0 50 5910 0.0 -82 0.0395759640384894 0.03917546879797607 50 GTEX 100 5e-05 0.0 50 5910 0.0 -83 0.039223220911586476 0.03866605656823505 50 GTEX 100 5e-05 0.0 50 5910 0.0 -84 0.038715654688399256 0.03814203125697352 50 GTEX 100 5e-05 0.0 50 5910 0.0 -85 0.037999565068058246 0.037502266863226434 50 GTEX 100 5e-05 0.0 50 5910 0.0 -86 0.037534662347365244 0.03711971712118092 50 GTEX 100 5e-05 0.0 50 5910 0.0 -87 0.03719268641988957 0.0367736936026313 50 GTEX 100 5e-05 0.0 50 5910 0.0 -88 0.03677404971008846 0.036259492696351425 50 GTEX 100 5e-05 0.0 50 5910 0.0 -89 0.03633749740202386 0.03593223145366168 50 GTEX 100 5e-05 0.0 50 5910 0.0 -90 0.035943842476372154 0.035591986037422495 50 GTEX 100 5e-05 0.0 50 5910 0.0 -91 0.0356789102636768 0.03536880200466729 50 GTEX 100 5e-05 0.0 50 5910 0.0 -92 0.035503436420225 0.035200862667236495 50 GTEX 100 5e-05 0.0 50 5910 0.0 -93 0.03529909211212382 0.03503435028596523 50 GTEX 100 5e-05 0.0 50 5910 0.0 -94 0.035083258569199645 0.03467073552168821 50 GTEX 100 5e-05 0.0 50 5910 0.0 -95 0.034604587330406854 0.03413731080016029 50 GTEX 100 5e-05 0.0 50 5910 0.0 -96 0.03416187112344864 0.03371502474630287 50 GTEX 100 5e-05 0.0 50 5910 0.0 -97 0.03380312243154034 0.03345889137781618 50 GTEX 100 5e-05 0.0 50 5910 0.0 -98 0.03354866040202183 0.03318529655384927 50 GTEX 100 5e-05 0.0 50 5910 0.0 -99 0.03322983676103537 0.03289803837783663 50 GTEX 100 5e-05 0.0 50 5910 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.0005lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.0005lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 7bb2d5eaa..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.0005lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.10943882866514967 0.07735460005105675 100 GTEX 100 0.0005 0.1 50 2323 0.0 -1 0.06537907096547776 0.05839113154565427 100 GTEX 100 0.0005 0.1 50 2323 0.0 -2 0.05764078151218627 0.054485612339959855 100 GTEX 100 0.0005 0.1 50 2323 0.0 -3 0.054291538712771724 0.05195501650694205 100 GTEX 100 0.0005 0.1 50 2323 0.0 -4 0.051997796925607395 0.04965346283899061 100 GTEX 100 0.0005 0.1 50 2323 0.0 -5 0.049347122860622844 0.04727538179308743 100 GTEX 100 0.0005 0.1 50 2323 0.0 -6 0.04647895285401864 0.043558876876482036 100 GTEX 100 0.0005 0.1 50 2323 0.0 -7 0.039758627893690626 0.02756207602049008 100 GTEX 100 0.0005 0.1 50 2323 0.0 -8 0.012680601124629398 0.006395308410628441 100 GTEX 100 0.0005 0.1 50 2323 0.0 -9 0.005963762933660853 0.004803297738456114 100 GTEX 100 0.0005 0.1 50 2323 0.0 -10 0.0050164940973579115 0.004163198838782401 100 GTEX 100 0.0005 0.1 50 2323 0.0 -11 0.004597743072850901 0.0037793920414359397 100 GTEX 100 0.0005 0.1 50 2323 0.0 -12 0.004385852396932454 0.003574272220203575 100 GTEX 100 0.0005 0.1 50 2323 0.0 -13 0.004194742712369609 0.0034246252037004035 100 GTEX 100 0.0005 0.1 50 2323 0.0 -14 0.004057315980174057 0.0033036591308085186 100 GTEX 100 0.0005 0.1 50 2323 0.0 -15 0.003962148657064479 0.003202886254254006 100 GTEX 100 0.0005 0.1 50 2323 0.0 -16 0.0038206361279834395 0.003050228734872527 100 GTEX 100 0.0005 0.1 50 2323 0.0 -17 0.003749461561635025 0.002972103830625236 100 GTEX 100 0.0005 0.1 50 2323 0.0 -18 0.003699452435287697 0.0029392824747277416 100 GTEX 100 0.0005 0.1 50 2323 0.0 -19 0.0036491366547752838 0.0028584290148881567 100 GTEX 100 0.0005 0.1 50 2323 0.0 -20 0.0035557517090715326 0.002826016559177025 100 GTEX 100 0.0005 0.1 50 2323 0.0 -21 0.0035940991034132163 0.0027906637596313492 100 GTEX 100 0.0005 0.1 50 2323 0.0 -22 0.003482294473084843 0.002747654703272216 100 GTEX 100 0.0005 0.1 50 2323 0.0 -23 0.003532540894536398 0.0027425413545816004 100 GTEX 100 0.0005 0.1 50 2323 0.0 -24 0.0034697790104786437 0.002700479468330741 100 GTEX 100 0.0005 0.1 50 2323 0.0 -25 0.0034670845653981385 0.0026720919895973838 100 GTEX 100 0.0005 0.1 50 2323 0.0 -26 0.003381722872554225 0.002664956926392965 100 GTEX 100 0.0005 0.1 50 2323 0.0 -27 0.003391345836051195 0.0026124538269474704 100 GTEX 100 0.0005 0.1 50 2323 0.0 -28 0.003355602692841997 0.0025701958583419994 100 GTEX 100 0.0005 0.1 50 2323 0.0 -29 0.0033046728706578967 0.0025656851966415636 100 GTEX 100 0.0005 0.1 50 2323 0.0 -30 0.0032948031634168276 0.002539571307372911 100 GTEX 100 0.0005 0.1 50 2323 0.0 -31 0.003220946648626106 0.0025573415219599643 100 GTEX 100 0.0005 0.1 50 2323 0.0 -32 0.003256060486955322 0.0024898323317203573 100 GTEX 100 0.0005 0.1 50 2323 0.0 -33 0.0032353711069199615 0.002487016838228068 100 GTEX 100 0.0005 0.1 50 2323 0.0 -34 0.0031670349877775486 0.002444968701379211 100 GTEX 100 0.0005 0.1 50 2323 0.0 -35 0.003172668716490026 0.002454640741279427 100 GTEX 100 0.0005 0.1 50 2323 0.0 -36 0.0031750115556216448 0.002450376278065683 100 GTEX 100 0.0005 0.1 50 2323 0.0 -37 0.003181184691376886 0.0024294932983716516 100 GTEX 100 0.0005 0.1 50 2323 0.0 -38 0.003156739801460224 0.0024238001668521205 100 GTEX 100 0.0005 0.1 50 2323 0.0 -39 0.0031563516109235435 0.0024409097913270215 100 GTEX 100 0.0005 0.1 50 2323 0.0 -40 0.0031650227856216025 0.0023936666716456753 100 GTEX 100 0.0005 0.1 50 2323 0.0 -41 0.0031315338928657767 0.002414468611225826 100 GTEX 100 0.0005 0.1 50 2323 0.0 -42 0.0031400575829392216 0.0023844826713331864 100 GTEX 100 0.0005 0.1 50 2323 0.0 -43 0.0030984740554373482 0.0023957726602290294 100 GTEX 100 0.0005 0.1 50 2323 0.0 -44 0.003093633364694803 0.00236196344551903 100 GTEX 100 0.0005 0.1 50 2323 0.0 -45 0.0030244815336357166 0.002368640213914414 100 GTEX 100 0.0005 0.1 50 2323 0.0 -46 0.003088984902886361 0.0023377132681711883 100 GTEX 100 0.0005 0.1 50 2323 0.0 -47 0.0031050488097638246 0.0023451895176826096 100 GTEX 100 0.0005 0.1 50 2323 0.0 -48 0.003067792640706587 0.002330209039144586 100 GTEX 100 0.0005 0.1 50 2323 0.0 -49 0.0030878926194976815 0.002331937171037206 100 GTEX 100 0.0005 0.1 50 2323 0.0 -50 0.003019459782156661 0.002331328723480493 100 GTEX 100 0.0005 0.1 50 2323 0.0 -51 0.0030306693449767145 0.00231131830982184 100 GTEX 100 0.0005 0.1 50 2323 0.0 -52 0.003041782471616645 0.002324113746248044 100 GTEX 100 0.0005 0.1 50 2323 0.0 -53 0.003037120776311558 0.0023199556636209723 100 GTEX 100 0.0005 0.1 50 2323 0.0 -54 0.003012429398944041 0.0023152912115260334 100 GTEX 100 0.0005 0.1 50 2323 0.0 -55 0.0030210467172359446 0.0023072247814826187 100 GTEX 100 0.0005 0.1 50 2323 0.0 -56 0.0030202165386342735 0.0023056805707485956 100 GTEX 100 0.0005 0.1 50 2323 0.0 -57 0.003015396674736678 0.0022807303637251996 100 GTEX 100 0.0005 0.1 50 2323 0.0 -58 0.0029923747582334542 0.002323607311268893 100 GTEX 100 0.0005 0.1 50 2323 0.0 -59 0.002968982956300879 0.002270779807028492 100 GTEX 100 0.0005 0.1 50 2323 0.0 -60 0.0029897971096313532 0.002281778721322975 100 GTEX 100 0.0005 0.1 50 2323 0.0 -61 0.0029896571484591223 0.0022825191608371615 100 GTEX 100 0.0005 0.1 50 2323 0.0 -62 0.0029463953378110466 0.0022395137970126853 100 GTEX 100 0.0005 0.1 50 2323 0.0 -63 0.0028904900887643235 0.002213915641784328 100 GTEX 100 0.0005 0.1 50 2323 0.0 -64 0.0029332851248566943 0.002221952469580357 100 GTEX 100 0.0005 0.1 50 2323 0.0 -65 0.002910627500731838 0.002201426892006635 100 GTEX 100 0.0005 0.1 50 2323 0.0 -66 0.002872660371314668 0.002190188686239459 100 GTEX 100 0.0005 0.1 50 2323 0.0 -67 0.0028804365071930715 0.0021548301048803465 100 GTEX 100 0.0005 0.1 50 2323 0.0 -68 0.0028218433607052496 0.0021586975723703323 100 GTEX 100 0.0005 0.1 50 2323 0.0 -69 0.0028497431163544357 0.002120202737895793 100 GTEX 100 0.0005 0.1 50 2323 0.0 -70 0.0028329637097925723 0.0021474973689021098 100 GTEX 100 0.0005 0.1 50 2323 0.0 -71 0.002811790638642325 0.002134412742209242 100 GTEX 100 0.0005 0.1 50 2323 0.0 -72 0.002830438674792051 0.0020968609422218664 100 GTEX 100 0.0005 0.1 50 2323 0.0 -73 0.00281837713026971 0.0021132375910424914 100 GTEX 100 0.0005 0.1 50 2323 0.0 -74 0.002829474648525674 0.0021185937263213184 100 GTEX 100 0.0005 0.1 50 2323 0.0 -75 0.002821942565742704 0.0020718635400728863 100 GTEX 100 0.0005 0.1 50 2323 0.0 -76 0.0028132624977600888 0.0020649337870185707 100 GTEX 100 0.0005 0.1 50 2323 0.0 -77 0.0027819006625142647 0.002124805331846324 100 GTEX 100 0.0005 0.1 50 2323 0.0 -78 0.002761010980541269 0.0020687547322015627 100 GTEX 100 0.0005 0.1 50 2323 0.0 -79 0.002736800733520468 0.0020466055251842103 100 GTEX 100 0.0005 0.1 50 2323 0.0 -80 0.0027547711980656724 0.0020258225918439406 100 GTEX 100 0.0005 0.1 50 2323 0.0 -81 0.0027577644851508494 0.002036419292086799 100 GTEX 100 0.0005 0.1 50 2323 0.0 -82 0.002705393699420319 0.0020666543266845746 100 GTEX 100 0.0005 0.1 50 2323 0.0 -83 0.002711049273756301 0.002046707423117026 100 GTEX 100 0.0005 0.1 50 2323 0.0 -84 0.002760568832861736 0.0020180773826585126 100 GTEX 100 0.0005 0.1 50 2323 0.0 -85 0.0027165104076236775 0.002042209994253267 100 GTEX 100 0.0005 0.1 50 2323 0.0 -86 0.002708587018008384 0.00201698954654468 100 GTEX 100 0.0005 0.1 50 2323 0.0 -87 0.0027420802387531193 0.0020258507510725085 100 GTEX 100 0.0005 0.1 50 2323 0.0 -88 0.002718820001505409 0.002030568743592036 100 GTEX 100 0.0005 0.1 50 2323 0.0 -89 0.002734614480903652 0.002029517164875261 100 GTEX 100 0.0005 0.1 50 2323 0.0 -90 0.002699392230852099 0.00202041343270585 100 GTEX 100 0.0005 0.1 50 2323 0.0 -91 0.0027174887788351467 0.002011781130800512 100 GTEX 100 0.0005 0.1 50 2323 0.0 -92 0.002702403042286011 0.0020155096174299205 100 GTEX 100 0.0005 0.1 50 2323 0.0 -93 0.0026763254513983144 0.0020725477403631793 100 GTEX 100 0.0005 0.1 50 2323 0.0 -94 0.0026885120755330465 0.002029608253888899 100 GTEX 100 0.0005 0.1 50 2323 0.0 -95 0.0026912584757866967 0.0020423287600137207 100 GTEX 100 0.0005 0.1 50 2323 0.0 -96 0.0027148191545538747 0.002043146346146843 100 GTEX 100 0.0005 0.1 50 2323 0.0 -97 0.0027139252155743364 0.0019971482998411747 100 GTEX 100 0.0005 0.1 50 2323 0.0 -98 0.0027000902931026785 0.00203468661557019 100 GTEX 100 0.0005 0.1 50 2323 0.0 -99 0.002663537232771719 0.0020283689871147103 100 GTEX 100 0.0005 0.1 50 2323 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.0005lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.0005lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index a76791bc2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.0005lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.117163311316658 0.08691753090107848 100 GTEX 100 0.0005 0.5 50 9623 0.0 -1 0.07274921585098294 0.05927598292270087 100 GTEX 100 0.0005 0.5 50 9623 0.0 -2 0.05685352339389912 0.05162807834465694 100 GTEX 100 0.0005 0.5 50 9623 0.0 -3 0.043814554102022334 0.02388487676222288 100 GTEX 100 0.0005 0.5 50 9623 0.0 -4 0.014927156645345425 0.00905896616327672 100 GTEX 100 0.0005 0.5 50 9623 0.0 -5 0.009479235922456341 0.007834552650910027 100 GTEX 100 0.0005 0.5 50 9623 0.0 -6 0.008680861102015935 0.0072416022965266676 100 GTEX 100 0.0005 0.5 50 9623 0.0 -7 0.008225006639008693 0.006917439873893338 100 GTEX 100 0.0005 0.5 50 9623 0.0 -8 0.007876790097315626 0.00655544068161469 100 GTEX 100 0.0005 0.5 50 9623 0.0 -9 0.00759710868375103 0.006334569760219339 100 GTEX 100 0.0005 0.5 50 9623 0.0 -10 0.007374778693075387 0.006055086351817778 100 GTEX 100 0.0005 0.5 50 9623 0.0 -11 0.007220586831088717 0.005993521538609108 100 GTEX 100 0.0005 0.5 50 9623 0.0 -12 0.007078957946547454 0.005763625479993825 100 GTEX 100 0.0005 0.5 50 9623 0.0 -13 0.0068999566565233015 0.005660010579647674 100 GTEX 100 0.0005 0.5 50 9623 0.0 -14 0.006810232023808374 0.005625055373394897 100 GTEX 100 0.0005 0.5 50 9623 0.0 -15 0.006721909918474197 0.005530224371163224 100 GTEX 100 0.0005 0.5 50 9623 0.0 -16 0.006619805089050784 0.0055147348212595225 100 GTEX 100 0.0005 0.5 50 9623 0.0 -17 0.00654614514576727 0.005416330631765689 100 GTEX 100 0.0005 0.5 50 9623 0.0 -18 0.006541105412344999 0.005275447422659782 100 GTEX 100 0.0005 0.5 50 9623 0.0 -19 0.0065297588952546 0.005350943792880488 100 GTEX 100 0.0005 0.5 50 9623 0.0 -20 0.006429312380066757 0.0052970330259220905 100 GTEX 100 0.0005 0.5 50 9623 0.0 -21 0.006427711690862129 0.005328132131777902 100 GTEX 100 0.0005 0.5 50 9623 0.0 -22 0.0063678887714532 0.00530285321126476 100 GTEX 100 0.0005 0.5 50 9623 0.0 -23 0.0063642374067409396 0.005242206991965327 100 GTEX 100 0.0005 0.5 50 9623 0.0 -24 0.00628752317636681 0.005185450212994569 100 GTEX 100 0.0005 0.5 50 9623 0.0 -25 0.0062727229829058736 0.005131329066286522 100 GTEX 100 0.0005 0.5 50 9623 0.0 -26 0.006267383069668039 0.005214112660291643 100 GTEX 100 0.0005 0.5 50 9623 0.0 -27 0.006254187629458688 0.005065247582930349 100 GTEX 100 0.0005 0.5 50 9623 0.0 -28 0.006267115192933871 0.005071817610427001 100 GTEX 100 0.0005 0.5 50 9623 0.0 -29 0.006230101208719505 0.005031409529976178 100 GTEX 100 0.0005 0.5 50 9623 0.0 -30 0.006219679846146882 0.005076661327067663 100 GTEX 100 0.0005 0.5 50 9623 0.0 -31 0.006199543551358198 0.00497087354492042 100 GTEX 100 0.0005 0.5 50 9623 0.0 -32 0.006166632010522662 0.005064932939316724 100 GTEX 100 0.0005 0.5 50 9623 0.0 -33 0.00622932274345896 0.0051150318401593 100 GTEX 100 0.0005 0.5 50 9623 0.0 -34 0.006175300893018159 0.004982007203531582 100 GTEX 100 0.0005 0.5 50 9623 0.0 -35 0.006142927332138567 0.004898314353631023 100 GTEX 100 0.0005 0.5 50 9623 0.0 -36 0.006165718606930827 0.005000559409492482 100 GTEX 100 0.0005 0.5 50 9623 0.0 -37 0.006161100765192623 0.005009265775887912 100 GTEX 100 0.0005 0.5 50 9623 0.0 -38 0.006150483090799997 0.004907026975468764 100 GTEX 100 0.0005 0.5 50 9623 0.0 -39 0.006128446960132527 0.004978527334437284 100 GTEX 100 0.0005 0.5 50 9623 0.0 -40 0.006079999829645524 0.004894620848699215 100 GTEX 100 0.0005 0.5 50 9623 0.0 -41 0.006096219493829173 0.005015629141842911 100 GTEX 100 0.0005 0.5 50 9623 0.0 -42 0.006084730161466685 0.004956840767663242 100 GTEX 100 0.0005 0.5 50 9623 0.0 -43 0.006042477332287342 0.0048657398840887016 100 GTEX 100 0.0005 0.5 50 9623 0.0 -44 0.006143702700286726 0.00508590323581385 100 GTEX 100 0.0005 0.5 50 9623 0.0 -45 0.006116517737222137 0.004841428515660672 100 GTEX 100 0.0005 0.5 50 9623 0.0 -46 0.006126431015027848 0.004809717265287053 100 GTEX 100 0.0005 0.5 50 9623 0.0 -47 0.006078936543325093 0.004893620123116463 100 GTEX 100 0.0005 0.5 50 9623 0.0 -48 0.006052170529675509 0.005003074725856119 100 GTEX 100 0.0005 0.5 50 9623 0.0 -49 0.006074490316782363 0.004900592972414688 100 GTEX 100 0.0005 0.5 50 9623 0.0 -50 0.006076294581670547 0.0048440017758695116 100 GTEX 100 0.0005 0.5 50 9623 0.0 -51 0.006028807233301686 0.004948751629107125 100 GTEX 100 0.0005 0.5 50 9623 0.0 -52 0.006011175013615464 0.004838219006322749 100 GTEX 100 0.0005 0.5 50 9623 0.0 -53 0.006088297738529072 0.004834217511599055 100 GTEX 100 0.0005 0.5 50 9623 0.0 -54 0.006060664491306703 0.004796037696542735 100 GTEX 100 0.0005 0.5 50 9623 0.0 -55 0.006028182401686901 0.004932632641477277 100 GTEX 100 0.0005 0.5 50 9623 0.0 -56 0.006036454727728594 0.004957154056786811 100 GTEX 100 0.0005 0.5 50 9623 0.0 -57 0.006032791193059178 0.0048274268686573085 100 GTEX 100 0.0005 0.5 50 9623 0.0 -58 0.00604620580577691 0.004786957520991564 100 GTEX 100 0.0005 0.5 50 9623 0.0 -59 0.006063581330699151 0.004717306177284101 100 GTEX 100 0.0005 0.5 50 9623 0.0 -60 0.006037475073014962 0.004820070748249274 100 GTEX 100 0.0005 0.5 50 9623 0.0 -61 0.005954424289458607 0.004791505130170756 100 GTEX 100 0.0005 0.5 50 9623 0.0 -62 0.005992140584252755 0.004832730786131249 100 GTEX 100 0.0005 0.5 50 9623 0.0 -63 0.006014148861567647 0.004794531261031392 100 GTEX 100 0.0005 0.5 50 9623 0.0 -64 0.006001229537990339 0.004726414163260519 100 GTEX 100 0.0005 0.5 50 9623 0.0 -65 0.006015225526833167 0.004785870506424641 100 GTEX 100 0.0005 0.5 50 9623 0.0 -66 0.0060240039998867905 0.004882694229115325 100 GTEX 100 0.0005 0.5 50 9623 0.0 -67 0.005989041642915586 0.004878518389389202 100 GTEX 100 0.0005 0.5 50 9623 0.0 -68 0.005989618512795038 0.004868946009857347 100 GTEX 100 0.0005 0.5 50 9623 0.0 -69 0.006067873882278336 0.004939145004879612 100 GTEX 100 0.0005 0.5 50 9623 0.0 -70 0.005957295281110737 0.004766897213408022 100 GTEX 100 0.0005 0.5 50 9623 0.0 -71 0.005983334336301159 0.004898455087803729 100 GTEX 100 0.0005 0.5 50 9623 0.0 -72 0.0059213569124441845 0.004845256405482387 100 GTEX 100 0.0005 0.5 50 9623 0.0 -73 0.005924314677398925 0.004779751242595253 100 GTEX 100 0.0005 0.5 50 9623 0.0 -74 0.005940910241848642 0.004792238040313748 100 GTEX 100 0.0005 0.5 50 9623 0.0 -75 0.0059402596643343105 0.004683131743364121 100 GTEX 100 0.0005 0.5 50 9623 0.0 -76 0.00591728589030714 0.004741624247339402 100 GTEX 100 0.0005 0.5 50 9623 0.0 -77 0.005932074560975341 0.004643226251317747 100 GTEX 100 0.0005 0.5 50 9623 0.0 -78 0.005942750949319324 0.0046612061931974764 100 GTEX 100 0.0005 0.5 50 9623 0.0 -79 0.005843957808628966 0.004791010828058416 100 GTEX 100 0.0005 0.5 50 9623 0.0 -80 0.005901909449586439 0.004760288213779831 100 GTEX 100 0.0005 0.5 50 9623 0.0 -81 0.005914753795695573 0.00470086719536226 100 GTEX 100 0.0005 0.5 50 9623 0.0 -82 0.00587193807006611 0.004724846262229826 100 GTEX 100 0.0005 0.5 50 9623 0.0 -83 0.005918386864547818 0.004714040866497011 100 GTEX 100 0.0005 0.5 50 9623 0.0 -84 0.005949626071629447 0.004657216239083176 100 GTEX 100 0.0005 0.5 50 9623 0.0 -85 0.005883244758138746 0.004757764890874973 100 GTEX 100 0.0005 0.5 50 9623 0.0 -86 0.005927072764511353 0.004648558818469596 100 GTEX 100 0.0005 0.5 50 9623 0.0 -87 0.0058834551597173245 0.004611835087306033 100 GTEX 100 0.0005 0.5 50 9623 0.0 -88 0.00587458754614707 0.004708221283149923 100 GTEX 100 0.0005 0.5 50 9623 0.0 -89 0.005914632862273833 0.004726150225380528 100 GTEX 100 0.0005 0.5 50 9623 0.0 -90 0.005870386762403835 0.004802253293829613 100 GTEX 100 0.0005 0.5 50 9623 0.0 -91 0.0058984166187601855 0.004721569256793297 100 GTEX 100 0.0005 0.5 50 9623 0.0 -92 0.005872857355392365 0.0047255353718826075 100 GTEX 100 0.0005 0.5 50 9623 0.0 -93 0.005907401982216758 0.004608214887730182 100 GTEX 100 0.0005 0.5 50 9623 0.0 -94 0.005898321274181216 0.004652384174598147 100 GTEX 100 0.0005 0.5 50 9623 0.0 -95 0.005882502310084254 0.004647846937448693 100 GTEX 100 0.0005 0.5 50 9623 0.0 -96 0.0058833781520210284 0.004650706322615818 100 GTEX 100 0.0005 0.5 50 9623 0.0 -97 0.005883735038973238 0.004723752682369925 100 GTEX 100 0.0005 0.5 50 9623 0.0 -98 0.005924340930080794 0.004725301900290717 100 GTEX 100 0.0005 0.5 50 9623 0.0 -99 0.00589552692397272 0.004798266011513345 100 GTEX 100 0.0005 0.5 50 9623 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.0005lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.0005lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index c0afeb01f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.0005lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.11341917195434213 0.08510852945054892 100 GTEX 100 0.0005 0.0 50 6433 0.0 -1 0.0679793961427211 0.05956947370060497 100 GTEX 100 0.0005 0.0 50 6433 0.0 -2 0.05682644150577453 0.055147037873249996 100 GTEX 100 0.0005 0.0 50 6433 0.0 -3 0.053312639770666345 0.05214512961502311 100 GTEX 100 0.0005 0.0 50 6433 0.0 -4 0.05057863169912931 0.04961001661963789 100 GTEX 100 0.0005 0.0 50 6433 0.0 -5 0.04814410104157681 0.04690941409013117 100 GTEX 100 0.0005 0.0 50 6433 0.0 -6 0.037845131371347755 0.015085352053547087 100 GTEX 100 0.0005 0.0 50 6433 0.0 -7 0.008202216259877822 0.006103203127323561 100 GTEX 100 0.0005 0.0 50 6433 0.0 -8 0.005323008924456664 0.004966047806700713 100 GTEX 100 0.0005 0.0 50 6433 0.0 -9 0.004539418612999638 0.004413863833455418 100 GTEX 100 0.0005 0.0 50 6433 0.0 -10 0.004112973625476476 0.0040651085466047315 100 GTEX 100 0.0005 0.0 50 6433 0.0 -11 0.003809316707195564 0.0037923821490682915 100 GTEX 100 0.0005 0.0 50 6433 0.0 -12 0.003565975691538036 0.00356447252094349 100 GTEX 100 0.0005 0.0 50 6433 0.0 -13 0.0033623915586169614 0.003374383950379355 100 GTEX 100 0.0005 0.0 50 6433 0.0 -14 0.003199777100186036 0.0032315178209483737 100 GTEX 100 0.0005 0.0 50 6433 0.0 -15 0.0030721904468127763 0.0031179275351289676 100 GTEX 100 0.0005 0.0 50 6433 0.0 -16 0.002972202860400336 0.0030205354586725227 100 GTEX 100 0.0005 0.0 50 6433 0.0 -17 0.0028922566450979618 0.002949767923088808 100 GTEX 100 0.0005 0.0 50 6433 0.0 -18 0.0028267426247219275 0.0028846328768227605 100 GTEX 100 0.0005 0.0 50 6433 0.0 -19 0.0027732347356423295 0.0028339829269315013 100 GTEX 100 0.0005 0.0 50 6433 0.0 -20 0.002726848791096152 0.0027921884993494916 100 GTEX 100 0.0005 0.0 50 6433 0.0 -21 0.0026852002962943658 0.002754243638741823 100 GTEX 100 0.0005 0.0 50 6433 0.0 -22 0.002647070869801658 0.00271452728928042 100 GTEX 100 0.0005 0.0 50 6433 0.0 -23 0.0026140404894707575 0.0026762624830715784 100 GTEX 100 0.0005 0.0 50 6433 0.0 -24 0.002579910139610012 0.002646536989484563 100 GTEX 100 0.0005 0.0 50 6433 0.0 -25 0.0025506630338027205 0.0026142183716051253 100 GTEX 100 0.0005 0.0 50 6433 0.0 -26 0.002522118317029817 0.0025858477637979126 100 GTEX 100 0.0005 0.0 50 6433 0.0 -27 0.002495193607740012 0.0025581394086730005 100 GTEX 100 0.0005 0.0 50 6433 0.0 -28 0.0024676011205382598 0.0025272036242181923 100 GTEX 100 0.0005 0.0 50 6433 0.0 -29 0.00243789664838273 0.0024969933170315315 100 GTEX 100 0.0005 0.0 50 6433 0.0 -30 0.0024118539070309363 0.0024717808647980706 100 GTEX 100 0.0005 0.0 50 6433 0.0 -31 0.0023882410648538898 0.002444196025886973 100 GTEX 100 0.0005 0.0 50 6433 0.0 -32 0.0023647620474446097 0.002423428248670731 100 GTEX 100 0.0005 0.0 50 6433 0.0 -33 0.0023448430410978522 0.00240354172039083 100 GTEX 100 0.0005 0.0 50 6433 0.0 -34 0.0023275631231717115 0.002388529756598656 100 GTEX 100 0.0005 0.0 50 6433 0.0 -35 0.0023110174151975437 0.0023713987993480134 100 GTEX 100 0.0005 0.0 50 6433 0.0 -36 0.002294175396277419 0.002352554218298242 100 GTEX 100 0.0005 0.0 50 6433 0.0 -37 0.0022797822863781583 0.0023424417947280883 100 GTEX 100 0.0005 0.0 50 6433 0.0 -38 0.0022647644679812773 0.002323146520834062 100 GTEX 100 0.0005 0.0 50 6433 0.0 -39 0.0022500320912226743 0.0023084476779608107 100 GTEX 100 0.0005 0.0 50 6433 0.0 -40 0.002234194678070168 0.002287815131084151 100 GTEX 100 0.0005 0.0 50 6433 0.0 -41 0.002220277349143202 0.0022774964425811978 100 GTEX 100 0.0005 0.0 50 6433 0.0 -42 0.0022083091527145674 0.00226630486314231 100 GTEX 100 0.0005 0.0 50 6433 0.0 -43 0.002195705155020274 0.0022558724709535053 100 GTEX 100 0.0005 0.0 50 6433 0.0 -44 0.002186225937453933 0.0022453465534395364 100 GTEX 100 0.0005 0.0 50 6433 0.0 -45 0.0021775211987933737 0.0022444077076907393 100 GTEX 100 0.0005 0.0 50 6433 0.0 -46 0.0021682360706912077 0.002231080103630179 100 GTEX 100 0.0005 0.0 50 6433 0.0 -47 0.0021615786746931693 0.002222505511411469 100 GTEX 100 0.0005 0.0 50 6433 0.0 -48 0.0021552053611749965 0.002224481078537585 100 GTEX 100 0.0005 0.0 50 6433 0.0 -49 0.0021490387917505412 0.0022127511424185997 100 GTEX 100 0.0005 0.0 50 6433 0.0 -50 0.002143810571875615 0.002211635703922111 100 GTEX 100 0.0005 0.0 50 6433 0.0 -51 0.0021392029392704867 0.0022063898923010087 100 GTEX 100 0.0005 0.0 50 6433 0.0 -52 0.0021364803741409314 0.002202092827485428 100 GTEX 100 0.0005 0.0 50 6433 0.0 -53 0.002131019169959537 0.002199014732012164 100 GTEX 100 0.0005 0.0 50 6433 0.0 -54 0.0021283640621659514 0.0021955596412330186 100 GTEX 100 0.0005 0.0 50 6433 0.0 -55 0.0021240939097825267 0.002189047353965418 100 GTEX 100 0.0005 0.0 50 6433 0.0 -56 0.0021202560772988883 0.0021836921712560685 100 GTEX 100 0.0005 0.0 50 6433 0.0 -57 0.002116301960763473 0.002181053027057376 100 GTEX 100 0.0005 0.0 50 6433 0.0 -58 0.00211313585854545 0.002180095515904431 100 GTEX 100 0.0005 0.0 50 6433 0.0 -59 0.002109755926725266 0.002174697321496139 100 GTEX 100 0.0005 0.0 50 6433 0.0 -60 0.0021081946594721282 0.0021726113032308823 100 GTEX 100 0.0005 0.0 50 6433 0.0 -61 0.0021057387766361103 0.002173843508508382 100 GTEX 100 0.0005 0.0 50 6433 0.0 -62 0.0021022721797019695 0.0021705542214767223 100 GTEX 100 0.0005 0.0 50 6433 0.0 -63 0.0020969103904425455 0.002162785588023554 100 GTEX 100 0.0005 0.0 50 6433 0.0 -64 0.0020878898869466822 0.0021473623957385807 100 GTEX 100 0.0005 0.0 50 6433 0.0 -65 0.002074008372301332 0.0021338463033205995 100 GTEX 100 0.0005 0.0 50 6433 0.0 -66 0.002056697472479197 0.0021181378147065526 100 GTEX 100 0.0005 0.0 50 6433 0.0 -67 0.0020433520963446 0.0021016793086515747 100 GTEX 100 0.0005 0.0 50 6433 0.0 -68 0.002034114045383641 0.00209324668690973 100 GTEX 100 0.0005 0.0 50 6433 0.0 -69 0.002027885075354579 0.002090727139313921 100 GTEX 100 0.0005 0.0 50 6433 0.0 -70 0.002022325378867541 0.0020846659388435657 100 GTEX 100 0.0005 0.0 50 6433 0.0 -71 0.0020184012653900905 0.0020793320937790402 100 GTEX 100 0.0005 0.0 50 6433 0.0 -72 0.0020142198544746423 0.002077068071617628 100 GTEX 100 0.0005 0.0 50 6433 0.0 -73 0.0020089076819738254 0.0020724788795937095 100 GTEX 100 0.0005 0.0 50 6433 0.0 -74 0.002007776929807928 0.002068026348976808 100 GTEX 100 0.0005 0.0 50 6433 0.0 -75 0.0020044531367342986 0.00206541665696925 100 GTEX 100 0.0005 0.0 50 6433 0.0 -76 0.0020010722363686412 0.0020637740274827517 100 GTEX 100 0.0005 0.0 50 6433 0.0 -77 0.0019974999180779975 0.002057646938596105 100 GTEX 100 0.0005 0.0 50 6433 0.0 -78 0.0019885292023176754 0.0020486671652843176 100 GTEX 100 0.0005 0.0 50 6433 0.0 -79 0.0019727932050976845 0.002024070917940327 100 GTEX 100 0.0005 0.0 50 6433 0.0 -80 0.001956580206186163 0.0020112742106837465 100 GTEX 100 0.0005 0.0 50 6433 0.0 -81 0.0019441959527474134 0.0020012965725961463 100 GTEX 100 0.0005 0.0 50 6433 0.0 -82 0.0019312071409296814 0.00198714025787825 100 GTEX 100 0.0005 0.0 50 6433 0.0 -83 0.0019209527942066018 0.0019761516979077526 100 GTEX 100 0.0005 0.0 50 6433 0.0 -84 0.001911499293457496 0.0019671870404394066 100 GTEX 100 0.0005 0.0 50 6433 0.0 -85 0.0019027141916291227 0.0019620025208212802 100 GTEX 100 0.0005 0.0 50 6433 0.0 -86 0.00189580877053144 0.0019503982530503106 100 GTEX 100 0.0005 0.0 50 6433 0.0 -87 0.00188787746751486 0.0019466984842659574 100 GTEX 100 0.0005 0.0 50 6433 0.0 -88 0.0018808188412958852 0.0019369638846308955 100 GTEX 100 0.0005 0.0 50 6433 0.0 -89 0.0018745538243144244 0.0019306765507177198 100 GTEX 100 0.0005 0.0 50 6433 0.0 -90 0.0018678792943223545 0.0019258560427772625 100 GTEX 100 0.0005 0.0 50 6433 0.0 -91 0.001861772749434676 0.0019194958142815831 100 GTEX 100 0.0005 0.0 50 6433 0.0 -92 0.0018559052120275213 0.0019118414524262736 100 GTEX 100 0.0005 0.0 50 6433 0.0 -93 0.0018495305446263322 0.0019087984630335193 100 GTEX 100 0.0005 0.0 50 6433 0.0 -94 0.0018400123625923095 0.001896485700466787 100 GTEX 100 0.0005 0.0 50 6433 0.0 -95 0.0018229087112114162 0.0018729102140922851 100 GTEX 100 0.0005 0.0 50 6433 0.0 -96 0.001804802508725087 0.0018595013649737597 100 GTEX 100 0.0005 0.0 50 6433 0.0 -97 0.0017941616595920176 0.0018526027550099296 100 GTEX 100 0.0005 0.0 50 6433 0.0 -98 0.0017883560964784548 0.0018419247428698912 100 GTEX 100 0.0005 0.0 50 6433 0.0 -99 0.0017848442320360612 0.001845450359201873 100 GTEX 100 0.0005 0.0 50 6433 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.0005lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.0005lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index d058f0b66..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.0005lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08920180075735505 0.059922037582433724 50 GTEX 100 0.0005 0.1 50 4531 0.0 -1 0.05606909421470999 0.052750637761880236 50 GTEX 100 0.0005 0.1 50 4531 0.0 -2 0.049738995083958445 0.04543013319713081 50 GTEX 100 0.0005 0.1 50 4531 0.0 -3 0.021463790709294283 0.005942427037113803 50 GTEX 100 0.0005 0.1 50 4531 0.0 -4 0.005460888122612642 0.004491104253925411 50 GTEX 100 0.0005 0.1 50 4531 0.0 -5 0.0047218605549460045 0.003920086562109424 50 GTEX 100 0.0005 0.1 50 4531 0.0 -6 0.004360101731576508 0.003583536137199957 50 GTEX 100 0.0005 0.1 50 4531 0.0 -7 0.0040847118669707465 0.0033457707441075504 50 GTEX 100 0.0005 0.1 50 4531 0.0 -8 0.003909931863239345 0.003169870693696939 50 GTEX 100 0.0005 0.1 50 4531 0.0 -9 0.0037553028185937755 0.003050990337187233 50 GTEX 100 0.0005 0.1 50 4531 0.0 -10 0.0036776184787208595 0.002992039052380015 50 GTEX 100 0.0005 0.1 50 4531 0.0 -11 0.003559353179753329 0.0028879360805757824 50 GTEX 100 0.0005 0.1 50 4531 0.0 -12 0.0035260493531736586 0.0028151047173462554 50 GTEX 100 0.0005 0.1 50 4531 0.0 -13 0.0034309649219049993 0.002770869216276156 50 GTEX 100 0.0005 0.1 50 4531 0.0 -14 0.003415401685416102 0.0027524910078422934 50 GTEX 100 0.0005 0.1 50 4531 0.0 -15 0.0033534505395481392 0.0026380460339283196 50 GTEX 100 0.0005 0.1 50 4531 0.0 -16 0.0033326244520916126 0.0026761167200225556 50 GTEX 100 0.0005 0.1 50 4531 0.0 -17 0.0033130640394905403 0.002585060364202005 50 GTEX 100 0.0005 0.1 50 4531 0.0 -18 0.003268561895046034 0.0025703635092421007 50 GTEX 100 0.0005 0.1 50 4531 0.0 -19 0.00323342498385669 0.002552053399345069 50 GTEX 100 0.0005 0.1 50 4531 0.0 -20 0.003208069886942987 0.00252604620228433 50 GTEX 100 0.0005 0.1 50 4531 0.0 -21 0.0032008441817910627 0.0024986996712913815 50 GTEX 100 0.0005 0.1 50 4531 0.0 -22 0.0032010089461532803 0.002503928453962499 50 GTEX 100 0.0005 0.1 50 4531 0.0 -23 0.003132284370589314 0.00243391261078389 50 GTEX 100 0.0005 0.1 50 4531 0.0 -24 0.003110278806131397 0.0024188200787361356 50 GTEX 100 0.0005 0.1 50 4531 0.0 -25 0.0030838753552189535 0.0023775903473540914 50 GTEX 100 0.0005 0.1 50 4531 0.0 -26 0.0030409718480345215 0.002358939242814827 50 GTEX 100 0.0005 0.1 50 4531 0.0 -27 0.0030215765543908095 0.0023482516943565622 50 GTEX 100 0.0005 0.1 50 4531 0.0 -28 0.0030000215464459404 0.0023203447196427237 50 GTEX 100 0.0005 0.1 50 4531 0.0 -29 0.0029999918247916113 0.0023201584113060635 50 GTEX 100 0.0005 0.1 50 4531 0.0 -30 0.002988076075758843 0.0023005854873121238 50 GTEX 100 0.0005 0.1 50 4531 0.0 -31 0.0029891384825023078 0.002293656403092604 50 GTEX 100 0.0005 0.1 50 4531 0.0 -32 0.0030066859859706006 0.0023116032183949373 50 GTEX 100 0.0005 0.1 50 4531 0.0 -33 0.002972649698632352 0.00232631505640514 50 GTEX 100 0.0005 0.1 50 4531 0.0 -34 0.0029608408260464454 0.0022625156621600964 50 GTEX 100 0.0005 0.1 50 4531 0.0 -35 0.002908893750179325 0.002233400698547595 50 GTEX 100 0.0005 0.1 50 4531 0.0 -36 0.0029446325484544017 0.002219807966780484 50 GTEX 100 0.0005 0.1 50 4531 0.0 -37 0.0029133755531558676 0.0022133806983306438 50 GTEX 100 0.0005 0.1 50 4531 0.0 -38 0.0028925399851611544 0.0021861735388314344 50 GTEX 100 0.0005 0.1 50 4531 0.0 -39 0.002840823259960545 0.002205698644014663 50 GTEX 100 0.0005 0.1 50 4531 0.0 -40 0.0028820894743660486 0.002193600260263075 50 GTEX 100 0.0005 0.1 50 4531 0.0 -41 0.00285080640476535 0.0021973529165723988 50 GTEX 100 0.0005 0.1 50 4531 0.0 -42 0.002854952871212363 0.002251692755659511 50 GTEX 100 0.0005 0.1 50 4531 0.0 -43 0.0028372691218032245 0.0021724049703522584 50 GTEX 100 0.0005 0.1 50 4531 0.0 -44 0.0028620946802060373 0.0021808273592758428 50 GTEX 100 0.0005 0.1 50 4531 0.0 -45 0.002830883406013726 0.0021455070349571965 50 GTEX 100 0.0005 0.1 50 4531 0.0 -46 0.0028303589089859675 0.002146038557438201 50 GTEX 100 0.0005 0.1 50 4531 0.0 -47 0.0028014415718905852 0.002172306841531478 50 GTEX 100 0.0005 0.1 50 4531 0.0 -48 0.002852466225870417 0.0021252579508551145 50 GTEX 100 0.0005 0.1 50 4531 0.0 -49 0.0028043956787702122 0.002145025063130806 50 GTEX 100 0.0005 0.1 50 4531 0.0 -50 0.0028068582753160835 0.0021249450027885997 50 GTEX 100 0.0005 0.1 50 4531 0.0 -51 0.0027964370603315762 0.0021279916207539804 50 GTEX 100 0.0005 0.1 50 4531 0.0 -52 0.002812194148854942 0.0021005518782703284 50 GTEX 100 0.0005 0.1 50 4531 0.0 -53 0.00278103053738508 0.002153632344816149 50 GTEX 100 0.0005 0.1 50 4531 0.0 -54 0.0027790908829901364 0.002077354595176663 50 GTEX 100 0.0005 0.1 50 4531 0.0 -55 0.002744624577201978 0.002087888904553289 50 GTEX 100 0.0005 0.1 50 4531 0.0 -56 0.002744887522928904 0.002094974122302316 50 GTEX 100 0.0005 0.1 50 4531 0.0 -57 0.0027336563120729015 0.0020827965586474556 50 GTEX 100 0.0005 0.1 50 4531 0.0 -58 0.0027754914607851515 0.0021405545339526558 50 GTEX 100 0.0005 0.1 50 4531 0.0 -59 0.0027208787045670093 0.0021003336311909353 50 GTEX 100 0.0005 0.1 50 4531 0.0 -60 0.0027250700998762895 0.002070320235652063 50 GTEX 100 0.0005 0.1 50 4531 0.0 -61 0.002701439444863823 0.0020643311020202876 50 GTEX 100 0.0005 0.1 50 4531 0.0 -62 0.002715090832696525 0.0019984832608951927 50 GTEX 100 0.0005 0.1 50 4531 0.0 -63 0.0026616934867713686 0.002033022701334803 50 GTEX 100 0.0005 0.1 50 4531 0.0 -64 0.002673581557437302 0.00203591550677349 50 GTEX 100 0.0005 0.1 50 4531 0.0 -65 0.0026847765084190406 0.0020280553073579793 50 GTEX 100 0.0005 0.1 50 4531 0.0 -66 0.002698874636206454 0.0019900220811027085 50 GTEX 100 0.0005 0.1 50 4531 0.0 -67 0.002649460757471754 0.002030256260965487 50 GTEX 100 0.0005 0.1 50 4531 0.0 -68 0.002615750038007073 0.0019765880836188055 50 GTEX 100 0.0005 0.1 50 4531 0.0 -69 0.002633240979541224 0.001958877271166985 50 GTEX 100 0.0005 0.1 50 4531 0.0 -70 0.0026519855223572485 0.0019767201397596318 50 GTEX 100 0.0005 0.1 50 4531 0.0 -71 0.002630914772663069 0.001952666274498539 50 GTEX 100 0.0005 0.1 50 4531 0.0 -72 0.002691210523397053 0.002029402729499193 50 GTEX 100 0.0005 0.1 50 4531 0.0 -73 0.002652298558029809 0.0019575575428143737 50 GTEX 100 0.0005 0.1 50 4531 0.0 -74 0.0026177419424562656 0.0019854315297196516 50 GTEX 100 0.0005 0.1 50 4531 0.0 -75 0.002645212078790274 0.001976743355984782 50 GTEX 100 0.0005 0.1 50 4531 0.0 -76 0.0026275536811631085 0.001988598256205481 50 GTEX 100 0.0005 0.1 50 4531 0.0 -77 0.0026103992547237428 0.002013339926869371 50 GTEX 100 0.0005 0.1 50 4531 0.0 -78 0.0025891918299985896 0.0019765748556512105 50 GTEX 100 0.0005 0.1 50 4531 0.0 -79 0.0025991905415744484 0.001966211245219956 50 GTEX 100 0.0005 0.1 50 4531 0.0 -80 0.002621795965324774 0.0019474257985059129 50 GTEX 100 0.0005 0.1 50 4531 0.0 -81 0.002591926076281133 0.0019836392498861983 50 GTEX 100 0.0005 0.1 50 4531 0.0 -82 0.0025983900342587576 0.002027179140193891 50 GTEX 100 0.0005 0.1 50 4531 0.0 -83 0.002628905070725062 0.001976068911785366 50 GTEX 100 0.0005 0.1 50 4531 0.0 -84 0.0026307598648800798 0.001958230681878518 50 GTEX 100 0.0005 0.1 50 4531 0.0 -85 0.0025793015936957588 0.0019360674021078605 50 GTEX 100 0.0005 0.1 50 4531 0.0 -86 0.0026141986696715967 0.0019317175980529857 50 GTEX 100 0.0005 0.1 50 4531 0.0 -87 0.002574116068620566 0.0019898668341887514 50 GTEX 100 0.0005 0.1 50 4531 0.0 -88 0.002575746316200486 0.0020315155927835477 50 GTEX 100 0.0005 0.1 50 4531 0.0 -89 0.002603589592059224 0.001924215864430858 50 GTEX 100 0.0005 0.1 50 4531 0.0 -90 0.002583373966752252 0.0019222905307374328 50 GTEX 100 0.0005 0.1 50 4531 0.0 -91 0.0025799552384162686 0.0019363625027759871 50 GTEX 100 0.0005 0.1 50 4531 0.0 -92 0.002575525702562156 0.0019249757875762737 50 GTEX 100 0.0005 0.1 50 4531 0.0 -93 0.0025561673077673518 0.001974246678909308 50 GTEX 100 0.0005 0.1 50 4531 0.0 -94 0.002551311240241788 0.0019216646416867047 50 GTEX 100 0.0005 0.1 50 4531 0.0 -95 0.0025482372442966524 0.0019296235449173039 50 GTEX 100 0.0005 0.1 50 4531 0.0 -96 0.002568488430494079 0.0019621995984604973 50 GTEX 100 0.0005 0.1 50 4531 0.0 -97 0.002539308607504299 0.001935475037792634 50 GTEX 100 0.0005 0.1 50 4531 0.0 -98 0.0025383901014610034 0.00191797393891153 50 GTEX 100 0.0005 0.1 50 4531 0.0 -99 0.002544982652882791 0.0019189838575422338 50 GTEX 100 0.0005 0.1 50 4531 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.0005lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.0005lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 3fb036418..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.0005lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09402533184634262 0.05881839890755401 50 GTEX 100 0.0005 0.5 50 364 0.0 -1 0.054114927036908685 0.04713815989631437 50 GTEX 100 0.0005 0.5 50 364 0.0 -2 0.02567242263049262 0.008354744470249791 50 GTEX 100 0.0005 0.5 50 364 0.0 -3 0.008686208715610221 0.006914311067374714 50 GTEX 100 0.0005 0.5 50 364 0.0 -4 0.007750667692815803 0.006265398572613361 50 GTEX 100 0.0005 0.5 50 364 0.0 -5 0.007215164898897383 0.005847200375942677 50 GTEX 100 0.0005 0.5 50 364 0.0 -6 0.00689985857714958 0.005540049574674309 50 GTEX 100 0.0005 0.5 50 364 0.0 -7 0.006691967976302478 0.005340818630021504 50 GTEX 100 0.0005 0.5 50 364 0.0 -8 0.006547090563068432 0.005260979027235916 50 GTEX 100 0.0005 0.5 50 364 0.0 -9 0.006400048339845098 0.005057713849923286 50 GTEX 100 0.0005 0.5 50 364 0.0 -10 0.006254729619797654 0.005124317058061069 50 GTEX 100 0.0005 0.5 50 364 0.0 -11 0.006199984547402818 0.005017701022064901 50 GTEX 100 0.0005 0.5 50 364 0.0 -12 0.006168331178063586 0.004925443700553686 50 GTEX 100 0.0005 0.5 50 364 0.0 -13 0.006074272990096889 0.004841705888665561 50 GTEX 100 0.0005 0.5 50 364 0.0 -14 0.00606126546544152 0.004676851409420145 50 GTEX 100 0.0005 0.5 50 364 0.0 -15 0.0059610208189224126 0.0047726100045096965 50 GTEX 100 0.0005 0.5 50 364 0.0 -16 0.005952388871724013 0.004831720625153059 50 GTEX 100 0.0005 0.5 50 364 0.0 -17 0.0059446252729408065 0.004682765963767078 50 GTEX 100 0.0005 0.5 50 364 0.0 -18 0.005924187657473784 0.004710672564889541 50 GTEX 100 0.0005 0.5 50 364 0.0 -19 0.00590684732871416 0.0047108589135067885 50 GTEX 100 0.0005 0.5 50 364 0.0 -20 0.0058355019935946335 0.0046625777675341745 50 GTEX 100 0.0005 0.5 50 364 0.0 -21 0.00577621934452426 0.0045086835314494915 50 GTEX 100 0.0005 0.5 50 364 0.0 -22 0.005832717818284477 0.004632970693560154 50 GTEX 100 0.0005 0.5 50 364 0.0 -23 0.005741187054593066 0.004620292789688752 50 GTEX 100 0.0005 0.5 50 364 0.0 -24 0.005752135144271767 0.0044969008870762795 50 GTEX 100 0.0005 0.5 50 364 0.0 -25 0.005766082710931885 0.004556755911551785 50 GTEX 100 0.0005 0.5 50 364 0.0 -26 0.005729676628172684 0.004694851624386336 50 GTEX 100 0.0005 0.5 50 364 0.0 -27 0.005688904879306402 0.004443288859982086 50 GTEX 100 0.0005 0.5 50 364 0.0 -28 0.00573030231147493 0.004571397187712358 50 GTEX 100 0.0005 0.5 50 364 0.0 -29 0.005702846405306187 0.0043892289229452664 50 GTEX 100 0.0005 0.5 50 364 0.0 -30 0.00567405942412908 0.004433499152078063 50 GTEX 100 0.0005 0.5 50 364 0.0 -31 0.005658407487576071 0.0043581420862905595 50 GTEX 100 0.0005 0.5 50 364 0.0 -32 0.005584984726289346 0.004296829386617804 50 GTEX 100 0.0005 0.5 50 364 0.0 -33 0.005595644315608492 0.00430647545394987 50 GTEX 100 0.0005 0.5 50 364 0.0 -34 0.005602753335987598 0.004341763692568039 50 GTEX 100 0.0005 0.5 50 364 0.0 -35 0.0055646545065698135 0.0043053380178266374 50 GTEX 100 0.0005 0.5 50 364 0.0 -36 0.005585963675925227 0.00427876462754457 50 GTEX 100 0.0005 0.5 50 364 0.0 -37 0.00555294316764313 0.004457456135445986 50 GTEX 100 0.0005 0.5 50 364 0.0 -38 0.0055752488818136495 0.004177517652911747 50 GTEX 100 0.0005 0.5 50 364 0.0 -39 0.005555373372053022 0.004295067321208125 50 GTEX 100 0.0005 0.5 50 364 0.0 -40 0.00548388481655035 0.004261588461311116 50 GTEX 100 0.0005 0.5 50 364 0.0 -41 0.005544359665253846 0.004337707390573173 50 GTEX 100 0.0005 0.5 50 364 0.0 -42 0.005451225062417681 0.004282955905801472 50 GTEX 100 0.0005 0.5 50 364 0.0 -43 0.005485391986340023 0.004180582495186718 50 GTEX 100 0.0005 0.5 50 364 0.0 -44 0.005497993869891738 0.004297870090904118 50 GTEX 100 0.0005 0.5 50 364 0.0 -45 0.005469513984734089 0.004196855693722689 50 GTEX 100 0.0005 0.5 50 364 0.0 -46 0.005466107928341768 0.004247555999658974 50 GTEX 100 0.0005 0.5 50 364 0.0 -47 0.0055001409200701 0.004215033985621264 50 GTEX 100 0.0005 0.5 50 364 0.0 -48 0.005502640967426232 0.004164164181632263 50 GTEX 100 0.0005 0.5 50 364 0.0 -49 0.005462528845702389 0.004192526227380273 50 GTEX 100 0.0005 0.5 50 364 0.0 -50 0.005486915917771774 0.004350550881296595 50 GTEX 100 0.0005 0.5 50 364 0.0 -51 0.005528586591739812 0.004193880663433965 50 GTEX 100 0.0005 0.5 50 364 0.0 -52 0.005482381319911865 0.004190970525170319 50 GTEX 100 0.0005 0.5 50 364 0.0 -53 0.005494540600894896 0.0042510861920426555 50 GTEX 100 0.0005 0.5 50 364 0.0 -54 0.005489585653635662 0.004146791521385453 50 GTEX 100 0.0005 0.5 50 364 0.0 -55 0.0054647670163555295 0.004106902626711351 50 GTEX 100 0.0005 0.5 50 364 0.0 -56 0.005398120907552126 0.0041102036278687784 50 GTEX 100 0.0005 0.5 50 364 0.0 -57 0.005485931575476172 0.004189208832466727 50 GTEX 100 0.0005 0.5 50 364 0.0 -58 0.005470463509564259 0.004183142665532832 50 GTEX 100 0.0005 0.5 50 364 0.0 -59 0.005476741479585595 0.004168596283352081 50 GTEX 100 0.0005 0.5 50 364 0.0 -60 0.005493972549657453 0.00415096391955596 50 GTEX 100 0.0005 0.5 50 364 0.0 -61 0.005494501875209588 0.0043584731117089215 50 GTEX 100 0.0005 0.5 50 364 0.0 -62 0.005419393173336598 0.004129152648512118 50 GTEX 100 0.0005 0.5 50 364 0.0 -63 0.005451260973279622 0.004177092163763345 50 GTEX 100 0.0005 0.5 50 364 0.0 -64 0.005425019596449639 0.004035235124555179 50 GTEX 100 0.0005 0.5 50 364 0.0 -65 0.005476989443950552 0.0041238548709504564 50 GTEX 100 0.0005 0.5 50 364 0.0 -66 0.005488481336786085 0.004157508075849893 50 GTEX 100 0.0005 0.5 50 364 0.0 -67 0.005475949682059221 0.004117845749737475 50 GTEX 100 0.0005 0.5 50 364 0.0 -68 0.005475549969713562 0.004193593063586508 50 GTEX 100 0.0005 0.5 50 364 0.0 -69 0.005476453494222732 0.004369192182603416 50 GTEX 100 0.0005 0.5 50 364 0.0 -70 0.005483084112975175 0.004326449978491114 50 GTEX 100 0.0005 0.5 50 364 0.0 -71 0.005431792259405583 0.004283466718527896 50 GTEX 100 0.0005 0.5 50 364 0.0 -72 0.0053915376895968805 0.004260275685564817 50 GTEX 100 0.0005 0.5 50 364 0.0 -73 0.005477393944093056 0.004121439916102973 50 GTEX 100 0.0005 0.5 50 364 0.0 -74 0.005458121224826636 0.004186242493046554 50 GTEX 100 0.0005 0.5 50 364 0.0 -75 0.005432697173668003 0.004145580190747353 50 GTEX 100 0.0005 0.5 50 364 0.0 -76 0.00539579700032849 0.004213453423207052 50 GTEX 100 0.0005 0.5 50 364 0.0 -77 0.0054506991197592865 0.004306890333811451 50 GTEX 100 0.0005 0.5 50 364 0.0 -78 0.0054092388477141404 0.004076584605694865 50 GTEX 100 0.0005 0.5 50 364 0.0 -79 0.005443576782805273 0.00414297647443122 50 GTEX 100 0.0005 0.5 50 364 0.0 -80 0.005414790184752256 0.004084224200510055 50 GTEX 100 0.0005 0.5 50 364 0.0 -81 0.005440092821923945 0.003999911823678238 50 GTEX 100 0.0005 0.5 50 364 0.0 -82 0.005402334268085144 0.004153882653077094 50 GTEX 100 0.0005 0.5 50 364 0.0 -83 0.005434166472460286 0.004162348854220951 50 GTEX 100 0.0005 0.5 50 364 0.0 -84 0.0053803794165860515 0.00404367089615037 50 GTEX 100 0.0005 0.5 50 364 0.0 -85 0.0054081965043957445 0.004139246630655892 50 GTEX 100 0.0005 0.5 50 364 0.0 -86 0.005372627154567167 0.00396918180352608 50 GTEX 100 0.0005 0.5 50 364 0.0 -87 0.005375814239137498 0.004111221498816837 50 GTEX 100 0.0005 0.5 50 364 0.0 -88 0.005386840297987213 0.004001433838923735 50 GTEX 100 0.0005 0.5 50 364 0.0 -89 0.005352719627309748 0.004048302225651708 50 GTEX 100 0.0005 0.5 50 364 0.0 -90 0.005376084910478831 0.0040398293476686335 50 GTEX 100 0.0005 0.5 50 364 0.0 -91 0.005340836622474928 0.003971191942018984 50 GTEX 100 0.0005 0.5 50 364 0.0 -92 0.005348175488336828 0.004213577405082154 50 GTEX 100 0.0005 0.5 50 364 0.0 -93 0.00535909122741868 0.003983492982049717 50 GTEX 100 0.0005 0.5 50 364 0.0 -94 0.0053901048659986345 0.004188564520580659 50 GTEX 100 0.0005 0.5 50 364 0.0 -95 0.00541233433940967 0.004079386760115963 50 GTEX 100 0.0005 0.5 50 364 0.0 -96 0.005372835958967371 0.00426170817875576 50 GTEX 100 0.0005 0.5 50 364 0.0 -97 0.0053346930762308824 0.0040106534463895255 50 GTEX 100 0.0005 0.5 50 364 0.0 -98 0.005350080996508207 0.00410111486989679 50 GTEX 100 0.0005 0.5 50 364 0.0 -99 0.005327551411849459 0.004034508217990172 50 GTEX 100 0.0005 0.5 50 364 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.0005lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.0005lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 319180985..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.0005lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09294997622399934 0.05711061028699911 50 GTEX 100 0.0005 0.0 50 4635 0.0 -1 0.04785500785600136 0.028432176862719396 50 GTEX 100 0.0005 0.0 50 4635 0.0 -2 0.010478833658953027 0.00631993513610993 50 GTEX 100 0.0005 0.0 50 4635 0.0 -3 0.00552238221971366 0.004804371388721149 50 GTEX 100 0.0005 0.0 50 4635 0.0 -4 0.004404382854418734 0.004017629994862065 50 GTEX 100 0.0005 0.0 50 4635 0.0 -5 0.0038293731578957165 0.0035974027694312734 50 GTEX 100 0.0005 0.0 50 4635 0.0 -6 0.0035060893978511956 0.0033565416906432676 50 GTEX 100 0.0005 0.0 50 4635 0.0 -7 0.003309175698386665 0.0031986290632354045 50 GTEX 100 0.0005 0.0 50 4635 0.0 -8 0.003169208272192338 0.003080931389456466 50 GTEX 100 0.0005 0.0 50 4635 0.0 -9 0.0030672846308035682 0.002995969603695117 50 GTEX 100 0.0005 0.0 50 4635 0.0 -10 0.0029863924694061516 0.002919921796227108 50 GTEX 100 0.0005 0.0 50 4635 0.0 -11 0.0029184148977728533 0.0028492545225646897 50 GTEX 100 0.0005 0.0 50 4635 0.0 -12 0.002858910450694729 0.0027954168095405676 50 GTEX 100 0.0005 0.0 50 4635 0.0 -13 0.0028064197475419 0.0027379870601529576 50 GTEX 100 0.0005 0.0 50 4635 0.0 -14 0.002759407178336583 0.002692079028121759 50 GTEX 100 0.0005 0.0 50 4635 0.0 -15 0.002711461255172614 0.0026565385285672862 50 GTEX 100 0.0005 0.0 50 4635 0.0 -16 0.0026694349468699163 0.002610534318446575 50 GTEX 100 0.0005 0.0 50 4635 0.0 -17 0.0026231556017938702 0.00255897100625326 50 GTEX 100 0.0005 0.0 50 4635 0.0 -18 0.0025705366805001024 0.002520091054844227 50 GTEX 100 0.0005 0.0 50 4635 0.0 -19 0.002526000949515877 0.002470861332041314 50 GTEX 100 0.0005 0.0 50 4635 0.0 -20 0.0024895880834091373 0.002447532797533268 50 GTEX 100 0.0005 0.0 50 4635 0.0 -21 0.0024612217802553187 0.002423816087864651 50 GTEX 100 0.0005 0.0 50 4635 0.0 -22 0.0024378690436254987 0.0024029825023506473 50 GTEX 100 0.0005 0.0 50 4635 0.0 -23 0.002415232545727384 0.0023825541882290585 50 GTEX 100 0.0005 0.0 50 4635 0.0 -24 0.0023952138051803826 0.0023695361353864206 50 GTEX 100 0.0005 0.0 50 4635 0.0 -25 0.002381084470044508 0.0023534281490044844 50 GTEX 100 0.0005 0.0 50 4635 0.0 -26 0.002366830439084368 0.0023374071702389437 50 GTEX 100 0.0005 0.0 50 4635 0.0 -27 0.00235572838497168 0.002333430363531065 50 GTEX 100 0.0005 0.0 50 4635 0.0 -28 0.0023470437053584718 0.0023266987436001293 50 GTEX 100 0.0005 0.0 50 4635 0.0 -29 0.0023394464021057734 0.0023121072599990118 50 GTEX 100 0.0005 0.0 50 4635 0.0 -30 0.0023330118226972895 0.0023117163652348767 50 GTEX 100 0.0005 0.0 50 4635 0.0 -31 0.002326742860814119 0.0023030894534032042 50 GTEX 100 0.0005 0.0 50 4635 0.0 -32 0.002320739060201186 0.0022956632447744163 50 GTEX 100 0.0005 0.0 50 4635 0.0 -33 0.002316119365999716 0.0022951025500744866 50 GTEX 100 0.0005 0.0 50 4635 0.0 -34 0.0023093839923211653 0.00228675964382254 50 GTEX 100 0.0005 0.0 50 4635 0.0 -35 0.0023049823865280684 0.00228332157623901 50 GTEX 100 0.0005 0.0 50 4635 0.0 -36 0.0023020439666591713 0.002281526021284012 50 GTEX 100 0.0005 0.0 50 4635 0.0 -37 0.002297372973425757 0.0022766914328439833 50 GTEX 100 0.0005 0.0 50 4635 0.0 -38 0.002293415578446981 0.0022706370322678254 50 GTEX 100 0.0005 0.0 50 4635 0.0 -39 0.0022833632368520038 0.002247550699172874 50 GTEX 100 0.0005 0.0 50 4635 0.0 -40 0.0022415446706151223 0.0022096296357603552 50 GTEX 100 0.0005 0.0 50 4635 0.0 -41 0.0021996287893343747 0.0021642781428890057 50 GTEX 100 0.0005 0.0 50 4635 0.0 -42 0.0021656705872996345 0.0021335900641230605 50 GTEX 100 0.0005 0.0 50 4635 0.0 -43 0.0021361099226948014 0.002109630144034785 50 GTEX 100 0.0005 0.0 50 4635 0.0 -44 0.00211815332522252 0.002099292412552515 50 GTEX 100 0.0005 0.0 50 4635 0.0 -45 0.002105346878787287 0.0020909181777423267 50 GTEX 100 0.0005 0.0 50 4635 0.0 -46 0.002092943508580352 0.00207364136426614 50 GTEX 100 0.0005 0.0 50 4635 0.0 -47 0.0020794840125236995 0.0020631506665921397 50 GTEX 100 0.0005 0.0 50 4635 0.0 -48 0.002063370961361432 0.0020409242890530865 50 GTEX 100 0.0005 0.0 50 4635 0.0 -49 0.0020494119897257533 0.002029612571879258 50 GTEX 100 0.0005 0.0 50 4635 0.0 -50 0.0020390056739718167 0.0020290444907820836 50 GTEX 100 0.0005 0.0 50 4635 0.0 -51 0.0020299869175542714 0.002009149204351773 50 GTEX 100 0.0005 0.0 50 4635 0.0 -52 0.002021429228279718 0.0020046306215403707 50 GTEX 100 0.0005 0.0 50 4635 0.0 -53 0.002008715773449316 0.0019911869983241927 50 GTEX 100 0.0005 0.0 50 4635 0.0 -54 0.0019798528775543263 0.0019607863939161848 50 GTEX 100 0.0005 0.0 50 4635 0.0 -55 0.001958790584036958 0.0019461941744197343 50 GTEX 100 0.0005 0.0 50 4635 0.0 -56 0.00194642219437774 0.0019315437313271934 50 GTEX 100 0.0005 0.0 50 4635 0.0 -57 0.001932717958981494 0.001918233742498343 50 GTEX 100 0.0005 0.0 50 4635 0.0 -58 0.0019115294362335225 0.0019041274044797277 50 GTEX 100 0.0005 0.0 50 4635 0.0 -59 0.0018911751164272946 0.0018757854536540467 50 GTEX 100 0.0005 0.0 50 4635 0.0 -60 0.001873422362933647 0.0018634196689986259 50 GTEX 100 0.0005 0.0 50 4635 0.0 -61 0.0018623162785537514 0.001852386379649884 50 GTEX 100 0.0005 0.0 50 4635 0.0 -62 0.00185221824692697 0.001853853524326145 50 GTEX 100 0.0005 0.0 50 4635 0.0 -63 0.0018454459551178778 0.0018396737260262378 50 GTEX 100 0.0005 0.0 50 4635 0.0 -64 0.0018425862187012247 0.0018348943175634674 50 GTEX 100 0.0005 0.0 50 4635 0.0 -65 0.0018371637817442706 0.0018359666456514438 50 GTEX 100 0.0005 0.0 50 4635 0.0 -66 0.0018327756898185105 0.001827819179699264 50 GTEX 100 0.0005 0.0 50 4635 0.0 -67 0.0018296604959826019 0.0018243988048101106 50 GTEX 100 0.0005 0.0 50 4635 0.0 -68 0.0018269212387133874 0.001815501144580798 50 GTEX 100 0.0005 0.0 50 4635 0.0 -69 0.0018268747472517989 0.0018202513035832986 50 GTEX 100 0.0005 0.0 50 4635 0.0 -70 0.0018232956529180108 0.0018213926639652211 50 GTEX 100 0.0005 0.0 50 4635 0.0 -71 0.0018220331572571513 0.0018161991197251123 50 GTEX 100 0.0005 0.0 50 4635 0.0 -72 0.0018197136159585476 0.0018156215239992584 50 GTEX 100 0.0005 0.0 50 4635 0.0 -73 0.0018170190890048818 0.001812387931518285 50 GTEX 100 0.0005 0.0 50 4635 0.0 -74 0.001815425588566272 0.001810759718055366 50 GTEX 100 0.0005 0.0 50 4635 0.0 -75 0.001814903009064996 0.0018112074699741523 50 GTEX 100 0.0005 0.0 50 4635 0.0 -76 0.001813483219137792 0.0018128628048872284 50 GTEX 100 0.0005 0.0 50 4635 0.0 -77 0.0018115782461424158 0.0018074881277018767 50 GTEX 100 0.0005 0.0 50 4635 0.0 -78 0.0018103322266005166 0.0018078429567337235 50 GTEX 100 0.0005 0.0 50 4635 0.0 -79 0.0018089411342367995 0.0018058617830811203 50 GTEX 100 0.0005 0.0 50 4635 0.0 -80 0.0018085010636368067 0.001808342136780841 50 GTEX 100 0.0005 0.0 50 4635 0.0 -81 0.001806657330695828 0.0018095023411736884 50 GTEX 100 0.0005 0.0 50 4635 0.0 -82 0.0018047701936172663 0.0018014649288665093 50 GTEX 100 0.0005 0.0 50 4635 0.0 -83 0.0018035274376025146 0.001799537787637089 50 GTEX 100 0.0005 0.0 50 4635 0.0 -84 0.0018026879392945994 0.0017955605143826355 50 GTEX 100 0.0005 0.0 50 4635 0.0 -85 0.0018017506021538005 0.0018018451866785865 50 GTEX 100 0.0005 0.0 50 4635 0.0 -86 0.0018015415035857153 0.001798577787719327 50 GTEX 100 0.0005 0.0 50 4635 0.0 -87 0.0018001806852680747 0.0017996363661839793 50 GTEX 100 0.0005 0.0 50 4635 0.0 -88 0.0018000834897875524 0.0017953264100314206 50 GTEX 100 0.0005 0.0 50 4635 0.0 -89 0.0018002405921352398 0.0017928624923603022 50 GTEX 100 0.0005 0.0 50 4635 0.0 -90 0.0017978034867204941 0.0017948996522658622 50 GTEX 100 0.0005 0.0 50 4635 0.0 -91 0.0017976239114690675 0.001796473704053606 50 GTEX 100 0.0005 0.0 50 4635 0.0 -92 0.0017960349782198365 0.0017901594899311492 50 GTEX 100 0.0005 0.0 50 4635 0.0 -93 0.0017956674663497352 0.0017938243644400552 50 GTEX 100 0.0005 0.0 50 4635 0.0 -94 0.001795884767519016 0.0017928879457072642 50 GTEX 100 0.0005 0.0 50 4635 0.0 -95 0.0017957829540257786 0.0017899924456743885 50 GTEX 100 0.0005 0.0 50 4635 0.0 -96 0.0017943783554557314 0.0017985680002007393 50 GTEX 100 0.0005 0.0 50 4635 0.0 -97 0.0017935306210988891 0.0017937701669107314 50 GTEX 100 0.0005 0.0 50 4635 0.0 -98 0.0017927653646549902 0.0017898562643145824 50 GTEX 100 0.0005 0.0 50 4635 0.0 -99 0.0017922089184154609 0.0017888014826272036 50 GTEX 100 0.0005 0.0 50 4635 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.001lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.001lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 5a9547e08..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.001lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.10460306248132084 0.061264943161504805 100 GTEX 100 0.001 0.1 50 9001 0.0 -1 0.02808672900014456 0.009654683245083905 100 GTEX 100 0.001 0.1 50 9001 0.0 -2 0.00835089972792633 0.006668214487910497 100 GTEX 100 0.001 0.1 50 9001 0.0 -3 0.006878061170862018 0.00564614382568931 100 GTEX 100 0.001 0.1 50 9001 0.0 -4 0.006190836200183858 0.0050695957633677315 100 GTEX 100 0.001 0.1 50 9001 0.0 -5 0.005778138368874804 0.004765816008098452 100 GTEX 100 0.001 0.1 50 9001 0.0 -6 0.005576780336033748 0.004536082812305186 100 GTEX 100 0.001 0.1 50 9001 0.0 -7 0.005271133201627085 0.004335353134143318 100 GTEX 100 0.001 0.1 50 9001 0.0 -8 0.005066498085961503 0.00415245694030402 100 GTEX 100 0.001 0.1 50 9001 0.0 -9 0.004935482046058793 0.004050799345370991 100 GTEX 100 0.001 0.1 50 9001 0.0 -10 0.0048421528263664255 0.003945838413891797 100 GTEX 100 0.001 0.1 50 9001 0.0 -11 0.004711349763173315 0.0038806298073069566 100 GTEX 100 0.001 0.1 50 9001 0.0 -12 0.004710129894100951 0.0038329480993189624 100 GTEX 100 0.001 0.1 50 9001 0.0 -13 0.004707148042598467 0.0038151476229452475 100 GTEX 100 0.001 0.1 50 9001 0.0 -14 0.00463227508574869 0.00378308040107611 100 GTEX 100 0.001 0.1 50 9001 0.0 -15 0.004616552952342928 0.003746285451179505 100 GTEX 100 0.001 0.1 50 9001 0.0 -16 0.004546736586818105 0.0037074472937562958 100 GTEX 100 0.001 0.1 50 9001 0.0 -17 0.004553654667525599 0.0037143081913528675 100 GTEX 100 0.001 0.1 50 9001 0.0 -18 0.004540793045220386 0.0036733958262865195 100 GTEX 100 0.001 0.1 50 9001 0.0 -19 0.004459926906773028 0.0036781533743421276 100 GTEX 100 0.001 0.1 50 9001 0.0 -20 0.004485506966686087 0.003674189468045425 100 GTEX 100 0.001 0.1 50 9001 0.0 -21 0.004472665698899583 0.003677965419813141 100 GTEX 100 0.001 0.1 50 9001 0.0 -22 0.004514378741355221 0.0036593416587099034 100 GTEX 100 0.001 0.1 50 9001 0.0 -23 0.004417022785798126 0.003625237261663995 100 GTEX 100 0.001 0.1 50 9001 0.0 -24 0.00445942437322284 0.003644039825192819 100 GTEX 100 0.001 0.1 50 9001 0.0 -25 0.004386172708101493 0.0036220482892282448 100 GTEX 100 0.001 0.1 50 9001 0.0 -26 0.004402912110045003 0.003594827740860416 100 GTEX 100 0.001 0.1 50 9001 0.0 -27 0.004413884369841587 0.0035927747792348324 100 GTEX 100 0.001 0.1 50 9001 0.0 -28 0.004435534635327542 0.003614896021344249 100 GTEX 100 0.001 0.1 50 9001 0.0 -29 0.004417682308760719 0.003683216614868251 100 GTEX 100 0.001 0.1 50 9001 0.0 -30 0.0044054282566797515 0.0035695588842969204 100 GTEX 100 0.001 0.1 50 9001 0.0 -31 0.004433283115537142 0.0036170489691240365 100 GTEX 100 0.001 0.1 50 9001 0.0 -32 0.004441325769975059 0.0035991275553793394 100 GTEX 100 0.001 0.1 50 9001 0.0 -33 0.004432485089010194 0.0035618377961005887 100 GTEX 100 0.001 0.1 50 9001 0.0 -34 0.0043569016976185 0.0035245519435960983 100 GTEX 100 0.001 0.1 50 9001 0.0 -35 0.004329459284633607 0.0035342695209208326 100 GTEX 100 0.001 0.1 50 9001 0.0 -36 0.004391192283756418 0.0035502806468778237 100 GTEX 100 0.001 0.1 50 9001 0.0 -37 0.004355440631001602 0.0035697172781870394 100 GTEX 100 0.001 0.1 50 9001 0.0 -38 0.0043156492321490235 0.0035244219913412975 100 GTEX 100 0.001 0.1 50 9001 0.0 -39 0.004315950047127172 0.0035284975341772625 100 GTEX 100 0.001 0.1 50 9001 0.0 -40 0.004323325848778047 0.0035233278147975416 100 GTEX 100 0.001 0.1 50 9001 0.0 -41 0.004308075159624828 0.0034648289703923373 100 GTEX 100 0.001 0.1 50 9001 0.0 -42 0.004289026685412043 0.0034983537572404163 100 GTEX 100 0.001 0.1 50 9001 0.0 -43 0.0042920090752754415 0.0035280864499863448 100 GTEX 100 0.001 0.1 50 9001 0.0 -44 0.004276913834922271 0.0035049894429785783 100 GTEX 100 0.001 0.1 50 9001 0.0 -45 0.004315526281927441 0.003510755249529284 100 GTEX 100 0.001 0.1 50 9001 0.0 -46 0.004302513884478639 0.003452569503910811 100 GTEX 100 0.001 0.1 50 9001 0.0 -47 0.004271990008096584 0.0034651216119527817 100 GTEX 100 0.001 0.1 50 9001 0.0 -48 0.004295680001450857 0.0034894339108180977 100 GTEX 100 0.001 0.1 50 9001 0.0 -49 0.004289138076343512 0.0034665169093417918 100 GTEX 100 0.001 0.1 50 9001 0.0 -50 0.004252605013648884 0.003469179866006846 100 GTEX 100 0.001 0.1 50 9001 0.0 -51 0.004280440913766325 0.003493805791290314 100 GTEX 100 0.001 0.1 50 9001 0.0 -52 0.004282182536881921 0.0034713065030386125 100 GTEX 100 0.001 0.1 50 9001 0.0 -53 0.0042484556879126955 0.0034717428073032046 100 GTEX 100 0.001 0.1 50 9001 0.0 -54 0.004247789823432342 0.0035375536095435967 100 GTEX 100 0.001 0.1 50 9001 0.0 -55 0.004229380967363273 0.0034804167597777716 100 GTEX 100 0.001 0.1 50 9001 0.0 -56 0.004252299699213014 0.0034889016581961295 100 GTEX 100 0.001 0.1 50 9001 0.0 -57 0.004278543257228601 0.003426003735512495 100 GTEX 100 0.001 0.1 50 9001 0.0 -58 0.004225666366320399 0.0034824836912419744 100 GTEX 100 0.001 0.1 50 9001 0.0 -59 0.004269081163302251 0.0034851576900994936 100 GTEX 100 0.001 0.1 50 9001 0.0 -60 0.004243820308495852 0.003414394937724782 100 GTEX 100 0.001 0.1 50 9001 0.0 -61 0.004285118422248953 0.0034559585442660314 100 GTEX 100 0.001 0.1 50 9001 0.0 -62 0.004270234584127197 0.0035093620467307788 100 GTEX 100 0.001 0.1 50 9001 0.0 -63 0.004241750802358 0.0034371870782353804 100 GTEX 100 0.001 0.1 50 9001 0.0 -64 0.004246232383349818 0.003457046603472344 100 GTEX 100 0.001 0.1 50 9001 0.0 -65 0.004214450362180456 0.0034389438173121033 100 GTEX 100 0.001 0.1 50 9001 0.0 -66 0.004221081582992069 0.0034423512592557607 100 GTEX 100 0.001 0.1 50 9001 0.0 -67 0.004249648951724749 0.003472192049161053 100 GTEX 100 0.001 0.1 50 9001 0.0 -68 0.00425204411658611 0.0034373282647900596 100 GTEX 100 0.001 0.1 50 9001 0.0 -69 0.004243756382256585 0.0034442665391803467 100 GTEX 100 0.001 0.1 50 9001 0.0 -70 0.004249638907666067 0.003459583691714381 100 GTEX 100 0.001 0.1 50 9001 0.0 -71 0.004265854619754284 0.0034917942575841236 100 GTEX 100 0.001 0.1 50 9001 0.0 -72 0.004214049855524953 0.0034925690347491676 100 GTEX 100 0.001 0.1 50 9001 0.0 -73 0.004251438257705215 0.003431616667056095 100 GTEX 100 0.001 0.1 50 9001 0.0 -74 0.004207010187418783 0.0034771887842254155 100 GTEX 100 0.001 0.1 50 9001 0.0 -75 0.0042389799638389535 0.0034103273775272724 100 GTEX 100 0.001 0.1 50 9001 0.0 -76 0.004181281618839456 0.003457018683271433 100 GTEX 100 0.001 0.1 50 9001 0.0 -77 0.004248416595532034 0.0034241929850381703 100 GTEX 100 0.001 0.1 50 9001 0.0 -78 0.004245484956010218 0.0034094292072033927 100 GTEX 100 0.001 0.1 50 9001 0.0 -79 0.004231458780737154 0.0034531543868816963 100 GTEX 100 0.001 0.1 50 9001 0.0 -80 0.004184289164176155 0.003508083502843466 100 GTEX 100 0.001 0.1 50 9001 0.0 -81 0.004220091721673185 0.0034506960945494274 100 GTEX 100 0.001 0.1 50 9001 0.0 -82 0.004211527720713297 0.003423639966224536 100 GTEX 100 0.001 0.1 50 9001 0.0 -83 0.00418963051792909 0.0033825963891391067 100 GTEX 100 0.001 0.1 50 9001 0.0 -84 0.00422216633680448 0.0034053658353016066 100 GTEX 100 0.001 0.1 50 9001 0.0 -85 0.004200640892252063 0.003400944092774856 100 GTEX 100 0.001 0.1 50 9001 0.0 -86 0.004202539556279733 0.00344187643966804 100 GTEX 100 0.001 0.1 50 9001 0.0 -87 0.004190166239081016 0.003455986313968047 100 GTEX 100 0.001 0.1 50 9001 0.0 -88 0.004141063852701189 0.0034251728010126618 100 GTEX 100 0.001 0.1 50 9001 0.0 -89 0.004204482788770361 0.003383918636134992 100 GTEX 100 0.001 0.1 50 9001 0.0 -90 0.004185430450114876 0.003391014698878667 100 GTEX 100 0.001 0.1 50 9001 0.0 -91 0.004237221162779991 0.003408789099990868 100 GTEX 100 0.001 0.1 50 9001 0.0 -92 0.004202739922161561 0.003449293370482586 100 GTEX 100 0.001 0.1 50 9001 0.0 -93 0.004230853283485264 0.0034013702427904643 100 GTEX 100 0.001 0.1 50 9001 0.0 -94 0.0042553334182605035 0.0034762354171038127 100 GTEX 100 0.001 0.1 50 9001 0.0 -95 0.004203972233593341 0.0034254153892964464 100 GTEX 100 0.001 0.1 50 9001 0.0 -96 0.0042295710829909905 0.0034929090029004067 100 GTEX 100 0.001 0.1 50 9001 0.0 -97 0.00419190824399263 0.0034209851019736024 100 GTEX 100 0.001 0.1 50 9001 0.0 -98 0.004182699671058625 0.0034369804025291264 100 GTEX 100 0.001 0.1 50 9001 0.0 -99 0.004204290263086016 0.0033817853904311536 100 GTEX 100 0.001 0.1 50 9001 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.001lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.001lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 81be9346e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.001lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.10038588465116363 0.06181820160479147 100 GTEX 100 0.001 0.5 50 2839 0.0 -1 0.052886734030620594 0.03738900530417609 100 GTEX 100 0.001 0.5 50 2839 0.0 -2 0.01693084226381905 0.008446300097744728 100 GTEX 100 0.001 0.5 50 2839 0.0 -3 0.00882001204780736 0.007565134746720129 100 GTEX 100 0.001 0.5 50 2839 0.0 -4 0.008118597014660684 0.006930207596390646 100 GTEX 100 0.001 0.5 50 2839 0.0 -5 0.0076577142736365626 0.006524992522433003 100 GTEX 100 0.001 0.5 50 2839 0.0 -6 0.0073774449363566506 0.006178368254787795 100 GTEX 100 0.001 0.5 50 2839 0.0 -7 0.007102354255684835 0.006071907014872865 100 GTEX 100 0.001 0.5 50 2839 0.0 -8 0.006915879780742407 0.005888552826337034 100 GTEX 100 0.001 0.5 50 2839 0.0 -9 0.006778362107804446 0.005734713574581047 100 GTEX 100 0.001 0.5 50 2839 0.0 -10 0.0067012537068327225 0.005553917817686447 100 GTEX 100 0.001 0.5 50 2839 0.0 -11 0.006634495833024321 0.005619825248185106 100 GTEX 100 0.001 0.5 50 2839 0.0 -12 0.006563487617296797 0.005469442373531173 100 GTEX 100 0.001 0.5 50 2839 0.0 -13 0.006481604531237756 0.0053688154375258505 100 GTEX 100 0.001 0.5 50 2839 0.0 -14 0.006440585769348541 0.00544304973640596 100 GTEX 100 0.001 0.5 50 2839 0.0 -15 0.006452396874054063 0.005402171646135048 100 GTEX 100 0.001 0.5 50 2839 0.0 -16 0.00634455835970861 0.005435804739070369 100 GTEX 100 0.001 0.5 50 2839 0.0 -17 0.006342222098220981 0.005345135843983281 100 GTEX 100 0.001 0.5 50 2839 0.0 -18 0.00630264154398186 0.005186686214385377 100 GTEX 100 0.001 0.5 50 2839 0.0 -19 0.006307955626028433 0.005417815744239454 100 GTEX 100 0.001 0.5 50 2839 0.0 -20 0.0062563985315534885 0.0052285541960891664 100 GTEX 100 0.001 0.5 50 2839 0.0 -21 0.006284997390292556 0.005143511691573342 100 GTEX 100 0.001 0.5 50 2839 0.0 -22 0.006252572703079527 0.005277587024728722 100 GTEX 100 0.001 0.5 50 2839 0.0 -23 0.006200815638488121 0.0052567555271655665 100 GTEX 100 0.001 0.5 50 2839 0.0 -24 0.006227860001700961 0.005113857589350454 100 GTEX 100 0.001 0.5 50 2839 0.0 -25 0.006204186734967024 0.005078643762255123 100 GTEX 100 0.001 0.5 50 2839 0.0 -26 0.006171496767891874 0.005026909945879713 100 GTEX 100 0.001 0.5 50 2839 0.0 -27 0.006142485186229796 0.004983152517829331 100 GTEX 100 0.001 0.5 50 2839 0.0 -28 0.006119964603782078 0.005147492024381805 100 GTEX 100 0.001 0.5 50 2839 0.0 -29 0.006041711753404851 0.004988941169227031 100 GTEX 100 0.001 0.5 50 2839 0.0 -30 0.006092341781774969 0.005002019997728642 100 GTEX 100 0.001 0.5 50 2839 0.0 -31 0.006082672939155838 0.004996681695683601 100 GTEX 100 0.001 0.5 50 2839 0.0 -32 0.006109112449379126 0.00495625875302424 100 GTEX 100 0.001 0.5 50 2839 0.0 -33 0.006051517923605442 0.005003325205593735 100 GTEX 100 0.001 0.5 50 2839 0.0 -34 0.006059853708159225 0.004942175059334974 100 GTEX 100 0.001 0.5 50 2839 0.0 -35 0.006046048210640842 0.005125825525307497 100 GTEX 100 0.001 0.5 50 2839 0.0 -36 0.006078574781415187 0.00495321031999792 100 GTEX 100 0.001 0.5 50 2839 0.0 -37 0.0060200652401641306 0.005150746708176322 100 GTEX 100 0.001 0.5 50 2839 0.0 -38 0.005986487406249993 0.004898289912610453 100 GTEX 100 0.001 0.5 50 2839 0.0 -39 0.005981594717713039 0.004895208867358844 100 GTEX 100 0.001 0.5 50 2839 0.0 -40 0.005958526405590734 0.004980750923742586 100 GTEX 100 0.001 0.5 50 2839 0.0 -41 0.005964100264363818 0.004962929733409174 100 GTEX 100 0.001 0.5 50 2839 0.0 -42 0.005938769526965778 0.004815334918069522 100 GTEX 100 0.001 0.5 50 2839 0.0 -43 0.005924311296817014 0.004835139212867833 100 GTEX 100 0.001 0.5 50 2839 0.0 -44 0.00591705302813408 0.0048724728647067065 100 GTEX 100 0.001 0.5 50 2839 0.0 -45 0.005959756937554003 0.004857784542591513 100 GTEX 100 0.001 0.5 50 2839 0.0 -46 0.005929672112624478 0.004923205734177461 100 GTEX 100 0.001 0.5 50 2839 0.0 -47 0.00588620820202644 0.0047789038488280184 100 GTEX 100 0.001 0.5 50 2839 0.0 -48 0.005894072944487465 0.004823101889837831 100 GTEX 100 0.001 0.5 50 2839 0.0 -49 0.005916887535988573 0.004749714292430039 100 GTEX 100 0.001 0.5 50 2839 0.0 -50 0.005894847939053974 0.004821184641918869 100 GTEX 100 0.001 0.5 50 2839 0.0 -51 0.005961053431592075 0.00480542670290903 100 GTEX 100 0.001 0.5 50 2839 0.0 -52 0.005880897300121329 0.00478087949563002 100 GTEX 100 0.001 0.5 50 2839 0.0 -53 0.005891682946021757 0.004842589750970951 100 GTEX 100 0.001 0.5 50 2839 0.0 -54 0.005905170757378594 0.004843395592878527 100 GTEX 100 0.001 0.5 50 2839 0.0 -55 0.005894382736590844 0.004723351723213499 100 GTEX 100 0.001 0.5 50 2839 0.0 -56 0.005896433828621111 0.0048872274506001415 100 GTEX 100 0.001 0.5 50 2839 0.0 -57 0.005885525500867958 0.004681602393068062 100 GTEX 100 0.001 0.5 50 2839 0.0 -58 0.005864918337521217 0.004653442158813486 100 GTEX 100 0.001 0.5 50 2839 0.0 -59 0.005854952844215715 0.004822984759203608 100 GTEX 100 0.001 0.5 50 2839 0.0 -60 0.005889402439541744 0.00477954878971094 100 GTEX 100 0.001 0.5 50 2839 0.0 -61 0.005861980213713933 0.0048597334147547815 100 GTEX 100 0.001 0.5 50 2839 0.0 -62 0.0058469183464498475 0.004746403794792329 100 GTEX 100 0.001 0.5 50 2839 0.0 -63 0.00584878405098439 0.004728330111577257 100 GTEX 100 0.001 0.5 50 2839 0.0 -64 0.00586913165880234 0.005007953878789574 100 GTEX 100 0.001 0.5 50 2839 0.0 -65 0.005892698748958606 0.004685156029638455 100 GTEX 100 0.001 0.5 50 2839 0.0 -66 0.005821198072293117 0.00456123615476965 100 GTEX 100 0.001 0.5 50 2839 0.0 -67 0.005840237402043638 0.004840393281566553 100 GTEX 100 0.001 0.5 50 2839 0.0 -68 0.0058710378216638775 0.004775933352982477 100 GTEX 100 0.001 0.5 50 2839 0.0 -69 0.005874029480680718 0.00477741500929338 100 GTEX 100 0.001 0.5 50 2839 0.0 -70 0.005792928084145176 0.004880530356001038 100 GTEX 100 0.001 0.5 50 2839 0.0 -71 0.005869968355088022 0.0046879144583761466 100 GTEX 100 0.001 0.5 50 2839 0.0 -72 0.005851562369350799 0.004784137963143818 100 GTEX 100 0.001 0.5 50 2839 0.0 -73 0.005881624481548972 0.004828392586426477 100 GTEX 100 0.001 0.5 50 2839 0.0 -74 0.005865830554308834 0.004809280726421242 100 GTEX 100 0.001 0.5 50 2839 0.0 -75 0.005865320899564424 0.004675730225407012 100 GTEX 100 0.001 0.5 50 2839 0.0 -76 0.005826505762478174 0.0049608464657325485 100 GTEX 100 0.001 0.5 50 2839 0.0 -77 0.005842097272260839 0.004713712637259593 100 GTEX 100 0.001 0.5 50 2839 0.0 -78 0.005885840337627086 0.004745514310910561 100 GTEX 100 0.001 0.5 50 2839 0.0 -79 0.005828011893912531 0.004822119741130464 100 GTEX 100 0.001 0.5 50 2839 0.0 -80 0.005867858073951857 0.004686310977636068 100 GTEX 100 0.001 0.5 50 2839 0.0 -81 0.005845999164172119 0.004737921949730967 100 GTEX 100 0.001 0.5 50 2839 0.0 -82 0.005816400403892136 0.004744552105962664 100 GTEX 100 0.001 0.5 50 2839 0.0 -83 0.005844075782270772 0.004611289555369788 100 GTEX 100 0.001 0.5 50 2839 0.0 -84 0.00588345059651216 0.004646030890298547 100 GTEX 100 0.001 0.5 50 2839 0.0 -85 0.0058300905547929065 0.004789223896247466 100 GTEX 100 0.001 0.5 50 2839 0.0 -86 0.005806083673694115 0.004688056584220989 100 GTEX 100 0.001 0.5 50 2839 0.0 -87 0.00585756899105855 0.004786002892335105 100 GTEX 100 0.001 0.5 50 2839 0.0 -88 0.005815524565201759 0.004717875335776308 100 GTEX 100 0.001 0.5 50 2839 0.0 -89 0.005798208360077509 0.004606592217495686 100 GTEX 100 0.001 0.5 50 2839 0.0 -90 0.005799459151135077 0.004569796730229497 100 GTEX 100 0.001 0.5 50 2839 0.0 -91 0.005832873434003462 0.004689393685457824 100 GTEX 100 0.001 0.5 50 2839 0.0 -92 0.005818828135432529 0.004595230763756844 100 GTEX 100 0.001 0.5 50 2839 0.0 -93 0.005805299361081452 0.0048689881442362595 100 GTEX 100 0.001 0.5 50 2839 0.0 -94 0.005801765956238401 0.004822853019553106 100 GTEX 100 0.001 0.5 50 2839 0.0 -95 0.0057804380253616856 0.004823525167095118 100 GTEX 100 0.001 0.5 50 2839 0.0 -96 0.0058249136658482395 0.00469233413287102 100 GTEX 100 0.001 0.5 50 2839 0.0 -97 0.005809785891353794 0.004527533908477301 100 GTEX 100 0.001 0.5 50 2839 0.0 -98 0.0057599562652833275 0.0047146426442968075 100 GTEX 100 0.001 0.5 50 2839 0.0 -99 0.005784002206347992 0.004680943955090109 100 GTEX 100 0.001 0.5 50 2839 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.001lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.001lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index fb95db0c7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.001lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09983559445709894 0.06292984772034471 100 GTEX 100 0.001 0.0 50 6025 0.0 -1 0.04760608491191198 0.025015952157656954 100 GTEX 100 0.001 0.0 50 6025 0.0 -2 0.010331590606744346 0.006502528710312036 100 GTEX 100 0.001 0.0 50 6025 0.0 -3 0.005889695296517531 0.005281541976341163 100 GTEX 100 0.001 0.0 50 6025 0.0 -4 0.005005279913955078 0.004670386606324535 100 GTEX 100 0.001 0.0 50 6025 0.0 -5 0.004538103315581411 0.004324945676080287 100 GTEX 100 0.001 0.0 50 6025 0.0 -6 0.004249646003258018 0.004081526876537009 100 GTEX 100 0.001 0.0 50 6025 0.0 -7 0.004037348446603957 0.0038953055556821053 100 GTEX 100 0.001 0.0 50 6025 0.0 -8 0.0038695628378753555 0.0037431478201138996 100 GTEX 100 0.001 0.0 50 6025 0.0 -9 0.0037306738083339457 0.003609830164793213 100 GTEX 100 0.001 0.0 50 6025 0.0 -10 0.0036211404439348742 0.003511068697119337 100 GTEX 100 0.001 0.0 50 6025 0.0 -11 0.00354177650614937 0.0034409364014368208 100 GTEX 100 0.001 0.0 50 6025 0.0 -12 0.0034822139649358687 0.003387810110854615 100 GTEX 100 0.001 0.0 50 6025 0.0 -13 0.0034282160147192696 0.003352921950089048 100 GTEX 100 0.001 0.0 50 6025 0.0 -14 0.0033900245617938586 0.003315122723721053 100 GTEX 100 0.001 0.0 50 6025 0.0 -15 0.0033525259481573576 0.0032799895020633823 100 GTEX 100 0.001 0.0 50 6025 0.0 -16 0.0033235764974029565 0.00324419321060294 100 GTEX 100 0.001 0.0 50 6025 0.0 -17 0.0032935484287733244 0.003234823001548648 100 GTEX 100 0.001 0.0 50 6025 0.0 -18 0.003270337909660361 0.003206180854781952 100 GTEX 100 0.001 0.0 50 6025 0.0 -19 0.0032499058870967584 0.0031916949218103643 100 GTEX 100 0.001 0.0 50 6025 0.0 -20 0.0032332051446317235 0.0031705212774031403 100 GTEX 100 0.001 0.0 50 6025 0.0 -21 0.0032199842482638014 0.0031501614185892924 100 GTEX 100 0.001 0.0 50 6025 0.0 -22 0.0032046488300300335 0.0031318896983045475 100 GTEX 100 0.001 0.0 50 6025 0.0 -23 0.003193028440552008 0.003133200019590925 100 GTEX 100 0.001 0.0 50 6025 0.0 -24 0.003181797526274091 0.0031155623626601334 100 GTEX 100 0.001 0.0 50 6025 0.0 -25 0.003172444522321213 0.003111794577670698 100 GTEX 100 0.001 0.0 50 6025 0.0 -26 0.0031619187619753935 0.003091387209896806 100 GTEX 100 0.001 0.0 50 6025 0.0 -27 0.003153832118704032 0.003095618251732377 100 GTEX 100 0.001 0.0 50 6025 0.0 -28 0.00314366135605465 0.0030780829234268274 100 GTEX 100 0.001 0.0 50 6025 0.0 -29 0.00313834713148631 0.0030796222013382405 100 GTEX 100 0.001 0.0 50 6025 0.0 -30 0.003132884701347175 0.0030681353970696376 100 GTEX 100 0.001 0.0 50 6025 0.0 -31 0.0031247412901429955 0.0030644172882243366 100 GTEX 100 0.001 0.0 50 6025 0.0 -32 0.00311784753729879 0.003054825010082681 100 GTEX 100 0.001 0.0 50 6025 0.0 -33 0.0031118320624929485 0.0030495519926877755 100 GTEX 100 0.001 0.0 50 6025 0.0 -34 0.00310557862195586 0.0030518150082771657 100 GTEX 100 0.001 0.0 50 6025 0.0 -35 0.003099317533939249 0.003037990633037097 100 GTEX 100 0.001 0.0 50 6025 0.0 -36 0.003092220404597647 0.0030334547441806855 100 GTEX 100 0.001 0.0 50 6025 0.0 -37 0.003090870323481442 0.003030676666484303 100 GTEX 100 0.001 0.0 50 6025 0.0 -38 0.0030881086288344064 0.003025896662222965 100 GTEX 100 0.001 0.0 50 6025 0.0 -39 0.003084916433376901 0.0030278345258346983 100 GTEX 100 0.001 0.0 50 6025 0.0 -40 0.0030782025703280655 0.00301801327867398 100 GTEX 100 0.001 0.0 50 6025 0.0 -41 0.0030720812495852175 0.0030100282658769716 100 GTEX 100 0.001 0.0 50 6025 0.0 -42 0.0030704526832702845 0.00300929135954567 100 GTEX 100 0.001 0.0 50 6025 0.0 -43 0.0030645025508216407 0.003005091649809491 100 GTEX 100 0.001 0.0 50 6025 0.0 -44 0.0030608079617287605 0.002997204815409369 100 GTEX 100 0.001 0.0 50 6025 0.0 -45 0.003057775767528924 0.0029976008736135387 100 GTEX 100 0.001 0.0 50 6025 0.0 -46 0.0030561669877361107 0.0029948638644097763 100 GTEX 100 0.001 0.0 50 6025 0.0 -47 0.0030499343762820184 0.0029859340204343825 100 GTEX 100 0.001 0.0 50 6025 0.0 -48 0.0030457048598305845 0.0029826087367228683 100 GTEX 100 0.001 0.0 50 6025 0.0 -49 0.0030451394252141058 0.0029815075407335855 100 GTEX 100 0.001 0.0 50 6025 0.0 -50 0.003044756641724589 0.0029777031561834277 100 GTEX 100 0.001 0.0 50 6025 0.0 -51 0.0030400934834747457 0.0029723152302262223 100 GTEX 100 0.001 0.0 50 6025 0.0 -52 0.0030393870794336785 0.0029823925326659764 100 GTEX 100 0.001 0.0 50 6025 0.0 -53 0.0030324624023416284 0.002962569948710756 100 GTEX 100 0.001 0.0 50 6025 0.0 -54 0.0030116208027125514 0.0029343705732347053 100 GTEX 100 0.001 0.0 50 6025 0.0 -55 0.0029656943282293687 0.0028890430796254044 100 GTEX 100 0.001 0.0 50 6025 0.0 -56 0.002935390224742478 0.0028671644319967853 100 GTEX 100 0.001 0.0 50 6025 0.0 -57 0.0029135696528265194 0.002842891012307809 100 GTEX 100 0.001 0.0 50 6025 0.0 -58 0.002902645006810484 0.0028479205463931476 100 GTEX 100 0.001 0.0 50 6025 0.0 -59 0.0028943292174828292 0.00282870719435947 100 GTEX 100 0.001 0.0 50 6025 0.0 -60 0.0028822467196290068 0.0028175252459645837 100 GTEX 100 0.001 0.0 50 6025 0.0 -61 0.0028737277233052546 0.0028156281826033224 100 GTEX 100 0.001 0.0 50 6025 0.0 -62 0.0028686993657762315 0.0027993078256812044 100 GTEX 100 0.001 0.0 50 6025 0.0 -63 0.002863853545799447 0.0027981957734098564 100 GTEX 100 0.001 0.0 50 6025 0.0 -64 0.002855101350169175 0.002802490045143001 100 GTEX 100 0.001 0.0 50 6025 0.0 -65 0.002851993380821954 0.0027987845560727012 100 GTEX 100 0.001 0.0 50 6025 0.0 -66 0.0028505474966715105 0.002785900601508103 100 GTEX 100 0.001 0.0 50 6025 0.0 -67 0.002846127973297487 0.0027974734088129756 100 GTEX 100 0.001 0.0 50 6025 0.0 -68 0.002845797694974955 0.0027804610721356175 100 GTEX 100 0.001 0.0 50 6025 0.0 -69 0.0028392974745161106 0.0027747925002651976 100 GTEX 100 0.001 0.0 50 6025 0.0 -70 0.002835815435133184 0.0027746385009428166 100 GTEX 100 0.001 0.0 50 6025 0.0 -71 0.0028361957348089066 0.002777267973374278 100 GTEX 100 0.001 0.0 50 6025 0.0 -72 0.0028343354631205496 0.002773219568144969 100 GTEX 100 0.001 0.0 50 6025 0.0 -73 0.002827351393801414 0.0027696514996158193 100 GTEX 100 0.001 0.0 50 6025 0.0 -74 0.0028259821518324215 0.0027724677234703936 100 GTEX 100 0.001 0.0 50 6025 0.0 -75 0.0028241984507818025 0.002762270655780464 100 GTEX 100 0.001 0.0 50 6025 0.0 -76 0.002820628726645577 0.0027608598702845693 100 GTEX 100 0.001 0.0 50 6025 0.0 -77 0.002822521143940455 0.0027611441680092095 100 GTEX 100 0.001 0.0 50 6025 0.0 -78 0.0028185375880151343 0.0027576190739969225 100 GTEX 100 0.001 0.0 50 6025 0.0 -79 0.0028178570920951115 0.002760733773457347 100 GTEX 100 0.001 0.0 50 6025 0.0 -80 0.002816107371529627 0.0027571571388852007 100 GTEX 100 0.001 0.0 50 6025 0.0 -81 0.002814410040047824 0.0027540617440065846 100 GTEX 100 0.001 0.0 50 6025 0.0 -82 0.0028114347656236693 0.0027567628778148966 100 GTEX 100 0.001 0.0 50 6025 0.0 -83 0.002811036322275111 0.002757108319699481 100 GTEX 100 0.001 0.0 50 6025 0.0 -84 0.0028107524612634976 0.0027490789265488718 100 GTEX 100 0.001 0.0 50 6025 0.0 -85 0.002808689652296088 0.0027554477998781453 100 GTEX 100 0.001 0.0 50 6025 0.0 -86 0.0028056908999499375 0.002754935824769078 100 GTEX 100 0.001 0.0 50 6025 0.0 -87 0.002804866150406989 0.0027514382145109057 100 GTEX 100 0.001 0.0 50 6025 0.0 -88 0.002805752011119896 0.002745707320162722 100 GTEX 100 0.001 0.0 50 6025 0.0 -89 0.002802216788663165 0.0027525210788494734 100 GTEX 100 0.001 0.0 50 6025 0.0 -90 0.002802714113860471 0.0027458093008699298 100 GTEX 100 0.001 0.0 50 6025 0.0 -91 0.0027989806700625753 0.0027522893105509615 100 GTEX 100 0.001 0.0 50 6025 0.0 -92 0.0028007669980881994 0.0027470602529980383 100 GTEX 100 0.001 0.0 50 6025 0.0 -93 0.002797987160579927 0.002745621231253553 100 GTEX 100 0.001 0.0 50 6025 0.0 -94 0.002798890753066693 0.0027434202672439157 100 GTEX 100 0.001 0.0 50 6025 0.0 -95 0.0027954785746327564 0.002747490193815229 100 GTEX 100 0.001 0.0 50 6025 0.0 -96 0.002795748449450793 0.0027386032995686447 100 GTEX 100 0.001 0.0 50 6025 0.0 -97 0.0027946232435582426 0.0027344872238390687 100 GTEX 100 0.001 0.0 50 6025 0.0 -98 0.0027955224485634055 0.0027474392331187604 100 GTEX 100 0.001 0.0 50 6025 0.0 -99 0.0027933577917450517 0.002743542702521548 100 GTEX 100 0.001 0.0 50 6025 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.001lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.001lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index c0cd8d505..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.001lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.06752903333138995 0.011033840234897776 50 GTEX 100 0.001 0.1 50 6690 0.0 -1 0.007623696285724448 0.0058903110084325755 50 GTEX 100 0.001 0.1 50 6690 0.0 -2 0.005657586225893715 0.004633642397573069 50 GTEX 100 0.001 0.1 50 6690 0.0 -3 0.004920263738884264 0.004057835308594112 50 GTEX 100 0.001 0.1 50 6690 0.0 -4 0.004586370380254356 0.003764677390866973 50 GTEX 100 0.001 0.1 50 6690 0.0 -5 0.004374229158642263 0.0036067307290192623 50 GTEX 100 0.001 0.1 50 6690 0.0 -6 0.004230934112265178 0.0035127160775018395 50 GTEX 100 0.001 0.1 50 6690 0.0 -7 0.004238052236354422 0.00344235265712491 50 GTEX 100 0.001 0.1 50 6690 0.0 -8 0.004072794050204127 0.00339872472584885 50 GTEX 100 0.001 0.1 50 6690 0.0 -9 0.00409472846041716 0.003381259654853989 50 GTEX 100 0.001 0.1 50 6690 0.0 -10 0.004006056030034654 0.0033471913523122157 50 GTEX 100 0.001 0.1 50 6690 0.0 -11 0.003973213491377599 0.0032734600835950768 50 GTEX 100 0.001 0.1 50 6690 0.0 -12 0.004000965945503907 0.003287851164195361 50 GTEX 100 0.001 0.1 50 6690 0.0 -13 0.003934487643502822 0.0032208231153823576 50 GTEX 100 0.001 0.1 50 6690 0.0 -14 0.003883785584434281 0.003230270398019356 50 GTEX 100 0.001 0.1 50 6690 0.0 -15 0.0038912088708705933 0.003211884423399861 50 GTEX 100 0.001 0.1 50 6690 0.0 -16 0.0039016918089955785 0.0031832843269097542 50 GTEX 100 0.001 0.1 50 6690 0.0 -17 0.0038597610867103665 0.003230375121347606 50 GTEX 100 0.001 0.1 50 6690 0.0 -18 0.0038308186465021397 0.003185270678166994 50 GTEX 100 0.001 0.1 50 6690 0.0 -19 0.0038817972606877294 0.0032861718147490244 50 GTEX 100 0.001 0.1 50 6690 0.0 -20 0.0038559194628648625 0.0032156765241416686 50 GTEX 100 0.001 0.1 50 6690 0.0 -21 0.003845252952472224 0.0032005285084630033 50 GTEX 100 0.001 0.1 50 6690 0.0 -22 0.0038356983787159304 0.0031547348029174957 50 GTEX 100 0.001 0.1 50 6690 0.0 -23 0.0038042532928284833 0.003111248865135779 50 GTEX 100 0.001 0.1 50 6690 0.0 -24 0.0038186302179360676 0.0032104043889358753 50 GTEX 100 0.001 0.1 50 6690 0.0 -25 0.0038041320705757423 0.003136022300140741 50 GTEX 100 0.001 0.1 50 6690 0.0 -26 0.0037960690018067024 0.0031456924844781085 50 GTEX 100 0.001 0.1 50 6690 0.0 -27 0.003801228545839877 0.003141367113918859 50 GTEX 100 0.001 0.1 50 6690 0.0 -28 0.0038025121964654737 0.003127819945692251 50 GTEX 100 0.001 0.1 50 6690 0.0 -29 0.0038256545688994752 0.0031386902449588813 50 GTEX 100 0.001 0.1 50 6690 0.0 -30 0.003762583333461394 0.003077329002752787 50 GTEX 100 0.001 0.1 50 6690 0.0 -31 0.003763191324094114 0.0032192124461068172 50 GTEX 100 0.001 0.1 50 6690 0.0 -32 0.0037520653287837526 0.0030970136982923506 50 GTEX 100 0.001 0.1 50 6690 0.0 -33 0.0037579878657716666 0.003076062654145062 50 GTEX 100 0.001 0.1 50 6690 0.0 -34 0.003760979128629638 0.0031916717157660216 50 GTEX 100 0.001 0.1 50 6690 0.0 -35 0.003768255040081033 0.0031198511035588814 50 GTEX 100 0.001 0.1 50 6690 0.0 -36 0.0037613695698789367 0.0031320724083896824 50 GTEX 100 0.001 0.1 50 6690 0.0 -37 0.003755256093981822 0.003087902988285931 50 GTEX 100 0.001 0.1 50 6690 0.0 -38 0.0037282543597553838 0.0030831200780679856 50 GTEX 100 0.001 0.1 50 6690 0.0 -39 0.003760961729021267 0.0030643874779343605 50 GTEX 100 0.001 0.1 50 6690 0.0 -40 0.0037572173618582562 0.0030838845305661794 50 GTEX 100 0.001 0.1 50 6690 0.0 -41 0.0037548062578738883 0.00311897452584266 50 GTEX 100 0.001 0.1 50 6690 0.0 -42 0.0037502698497784747 0.0031012003637581158 50 GTEX 100 0.001 0.1 50 6690 0.0 -43 0.0037553764472821704 0.0030724922130450946 50 GTEX 100 0.001 0.1 50 6690 0.0 -44 0.003748170422824727 0.0030816813524522087 50 GTEX 100 0.001 0.1 50 6690 0.0 -45 0.003719304838666683 0.003067321554817854 50 GTEX 100 0.001 0.1 50 6690 0.0 -46 0.0037363958618810925 0.003102881732102866 50 GTEX 100 0.001 0.1 50 6690 0.0 -47 0.0037232785318642965 0.0030699993719208716 50 GTEX 100 0.001 0.1 50 6690 0.0 -48 0.0036797100897513237 0.0031089034969936135 50 GTEX 100 0.001 0.1 50 6690 0.0 -49 0.00375814723926952 0.003174944843179741 50 GTEX 100 0.001 0.1 50 6690 0.0 -50 0.0037399420733195184 0.0030700233782652215 50 GTEX 100 0.001 0.1 50 6690 0.0 -51 0.0036471179322791827 0.0029796982686895834 50 GTEX 100 0.001 0.1 50 6690 0.0 -52 0.0036420587373434477 0.0030053632458700258 50 GTEX 100 0.001 0.1 50 6690 0.0 -53 0.003606411138342071 0.0030267026780895576 50 GTEX 100 0.001 0.1 50 6690 0.0 -54 0.0036194633592258156 0.0029630480686507186 50 GTEX 100 0.001 0.1 50 6690 0.0 -55 0.003632996471993624 0.0030142374052542185 50 GTEX 100 0.001 0.1 50 6690 0.0 -56 0.0036266933379648977 0.0029488632786565747 50 GTEX 100 0.001 0.1 50 6690 0.0 -57 0.0036121013138399553 0.0029807999591120013 50 GTEX 100 0.001 0.1 50 6690 0.0 -58 0.0035766834497225125 0.0029668069401217675 50 GTEX 100 0.001 0.1 50 6690 0.0 -59 0.003595220569259116 0.0030129432860591904 50 GTEX 100 0.001 0.1 50 6690 0.0 -60 0.0035985211181267743 0.0030416004437627446 50 GTEX 100 0.001 0.1 50 6690 0.0 -61 0.0036258566502133057 0.0030515287266229723 50 GTEX 100 0.001 0.1 50 6690 0.0 -62 0.003628932652333709 0.002937624526224294 50 GTEX 100 0.001 0.1 50 6690 0.0 -63 0.003656435838863222 0.0030022058038380946 50 GTEX 100 0.001 0.1 50 6690 0.0 -64 0.0036312270803006944 0.0029551069284948616 50 GTEX 100 0.001 0.1 50 6690 0.0 -65 0.0036248417732375575 0.003034281055708575 50 GTEX 100 0.001 0.1 50 6690 0.0 -66 0.003600024870443655 0.0029589572816046076 50 GTEX 100 0.001 0.1 50 6690 0.0 -67 0.0036143635361666595 0.0029430731107611846 50 GTEX 100 0.001 0.1 50 6690 0.0 -68 0.003641932753756921 0.0029665801732556563 50 GTEX 100 0.001 0.1 50 6690 0.0 -69 0.0035964128236628985 0.0029970926149418937 50 GTEX 100 0.001 0.1 50 6690 0.0 -70 0.003611685091128302 0.0030613793126580096 50 GTEX 100 0.001 0.1 50 6690 0.0 -71 0.0035930589572172856 0.0029877638979903475 50 GTEX 100 0.001 0.1 50 6690 0.0 -72 0.0035933142046782433 0.002927520583709525 50 GTEX 100 0.001 0.1 50 6690 0.0 -73 0.0035436532782431836 0.0029374477121546978 50 GTEX 100 0.001 0.1 50 6690 0.0 -74 0.0035934002041577463 0.0029275742131055194 50 GTEX 100 0.001 0.1 50 6690 0.0 -75 0.003608132060558183 0.003056761781249493 50 GTEX 100 0.001 0.1 50 6690 0.0 -76 0.003562511454734865 0.0030000815526564596 50 GTEX 100 0.001 0.1 50 6690 0.0 -77 0.0035931479021138737 0.00295570697865587 50 GTEX 100 0.001 0.1 50 6690 0.0 -78 0.0035705362008145746 0.002933099302427822 50 GTEX 100 0.001 0.1 50 6690 0.0 -79 0.003594868135528059 0.0029742115194034613 50 GTEX 100 0.001 0.1 50 6690 0.0 -80 0.0035936484080183006 0.00307189119880587 50 GTEX 100 0.001 0.1 50 6690 0.0 -81 0.003557195571847665 0.003059517215059171 50 GTEX 100 0.001 0.1 50 6690 0.0 -82 0.0035776229798785922 0.0029626266872368667 50 GTEX 100 0.001 0.1 50 6690 0.0 -83 0.0035564155291330714 0.00293548759860925 50 GTEX 100 0.001 0.1 50 6690 0.0 -84 0.0035807701052063524 0.0029414559377201554 50 GTEX 100 0.001 0.1 50 6690 0.0 -85 0.003597281242023201 0.002981082474752666 50 GTEX 100 0.001 0.1 50 6690 0.0 -86 0.003579811637780815 0.003007787939766599 50 GTEX 100 0.001 0.1 50 6690 0.0 -87 0.0035699727437952288 0.002963548620451001 50 GTEX 100 0.001 0.1 50 6690 0.0 -88 0.003592820271007143 0.002947304793544992 50 GTEX 100 0.001 0.1 50 6690 0.0 -89 0.0035741612495648104 0.0029114955498840476 50 GTEX 100 0.001 0.1 50 6690 0.0 -90 0.003574467731228139 0.002941976110149926 50 GTEX 100 0.001 0.1 50 6690 0.0 -91 0.0035186380879258777 0.0029769512464402122 50 GTEX 100 0.001 0.1 50 6690 0.0 -92 0.0035526120666899688 0.0029341120542002268 50 GTEX 100 0.001 0.1 50 6690 0.0 -93 0.0036033992841013433 0.0029923935401334847 50 GTEX 100 0.001 0.1 50 6690 0.0 -94 0.0035844755077541184 0.0029294841985675036 50 GTEX 100 0.001 0.1 50 6690 0.0 -95 0.0035927766928921675 0.0029038524192301096 50 GTEX 100 0.001 0.1 50 6690 0.0 -96 0.003607880476558408 0.00296996829025589 50 GTEX 100 0.001 0.1 50 6690 0.0 -97 0.0035870760406547606 0.002940343791165676 50 GTEX 100 0.001 0.1 50 6690 0.0 -98 0.003583987656405452 0.0029646601809450767 50 GTEX 100 0.001 0.1 50 6690 0.0 -99 0.0035436384129645193 0.003014779485011395 50 GTEX 100 0.001 0.1 50 6690 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.001lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.001lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 12a95b887..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.001lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.0685474979134893 0.010933714839116362 50 GTEX 100 0.001 0.5 50 8476 0.0 -1 0.009852246190395214 0.007787908662461141 50 GTEX 100 0.001 0.5 50 8476 0.0 -2 0.008431494481931635 0.0069202354138879945 50 GTEX 100 0.001 0.5 50 8476 0.0 -3 0.007862183869414695 0.006525650174275551 50 GTEX 100 0.001 0.5 50 8476 0.0 -4 0.007469872388726267 0.0062928803427987675 50 GTEX 100 0.001 0.5 50 8476 0.0 -5 0.007302069005159852 0.006465467654023419 50 GTEX 100 0.001 0.5 50 8476 0.0 -6 0.007284105080925066 0.00619153162028938 50 GTEX 100 0.001 0.5 50 8476 0.0 -7 0.007180309904324312 0.006205013485717456 50 GTEX 100 0.001 0.5 50 8476 0.0 -8 0.007082022507059652 0.006287737363531562 50 GTEX 100 0.001 0.5 50 8476 0.0 -9 0.007139017321252012 0.006292590670492996 50 GTEX 100 0.001 0.5 50 8476 0.0 -10 0.007064595662446574 0.00600913973231251 50 GTEX 100 0.001 0.5 50 8476 0.0 -11 0.00714560175690144 0.006276908673225644 50 GTEX 100 0.001 0.5 50 8476 0.0 -12 0.007025111317508661 0.005994871624359443 50 GTEX 100 0.001 0.5 50 8476 0.0 -13 0.0070318764379027465 0.006134020196036666 50 GTEX 100 0.001 0.5 50 8476 0.0 -14 0.007051195123107866 0.0059987888374886415 50 GTEX 100 0.001 0.5 50 8476 0.0 -15 0.007004983091591731 0.005978742926894995 50 GTEX 100 0.001 0.5 50 8476 0.0 -16 0.007024762945611109 0.005934424674892692 50 GTEX 100 0.001 0.5 50 8476 0.0 -17 0.0069755925032546975 0.0061468550932731745 50 GTEX 100 0.001 0.5 50 8476 0.0 -18 0.006924437365714145 0.0059756763445872095 50 GTEX 100 0.001 0.5 50 8476 0.0 -19 0.006957745250413636 0.00601534086842614 50 GTEX 100 0.001 0.5 50 8476 0.0 -20 0.006973150359676999 0.00592761067452242 50 GTEX 100 0.001 0.5 50 8476 0.0 -21 0.006985461083922059 0.005926079956899634 50 GTEX 100 0.001 0.5 50 8476 0.0 -22 0.006951936347642446 0.005927140286684518 50 GTEX 100 0.001 0.5 50 8476 0.0 -23 0.00696059245034994 0.006030528225401282 50 GTEX 100 0.001 0.5 50 8476 0.0 -24 0.007024095174634647 0.005965758650209542 50 GTEX 100 0.001 0.5 50 8476 0.0 -25 0.006992555447160848 0.0058837979615881985 50 GTEX 100 0.001 0.5 50 8476 0.0 -26 0.0069843038984073545 0.006114044476357137 50 GTEX 100 0.001 0.5 50 8476 0.0 -27 0.006943108930178809 0.005966772813573055 50 GTEX 100 0.001 0.5 50 8476 0.0 -28 0.006899360245544461 0.006078319934802307 50 GTEX 100 0.001 0.5 50 8476 0.0 -29 0.006955610824442138 0.006007190579513067 50 GTEX 100 0.001 0.5 50 8476 0.0 -30 0.006944864230785093 0.006222423987583515 50 GTEX 100 0.001 0.5 50 8476 0.0 -31 0.00697180570764411 0.006169612969611789 50 GTEX 100 0.001 0.5 50 8476 0.0 -32 0.006954508780415114 0.006035021216760853 50 GTEX 100 0.001 0.5 50 8476 0.0 -33 0.006967996317943242 0.006060547394122036 50 GTEX 100 0.001 0.5 50 8476 0.0 -34 0.006979700793149454 0.006230230783572697 50 GTEX 100 0.001 0.5 50 8476 0.0 -35 0.0068968463104442145 0.005995516118172117 50 GTEX 100 0.001 0.5 50 8476 0.0 -36 0.006943246143250977 0.0058164195362974255 50 GTEX 100 0.001 0.5 50 8476 0.0 -37 0.006951175613565506 0.006025711337401897 50 GTEX 100 0.001 0.5 50 8476 0.0 -38 0.006936269536637241 0.006050559081236332 50 GTEX 100 0.001 0.5 50 8476 0.0 -39 0.006899516100562292 0.00591935335832007 50 GTEX 100 0.001 0.5 50 8476 0.0 -40 0.006956765003300895 0.005873304512882924 50 GTEX 100 0.001 0.5 50 8476 0.0 -41 0.006916888262757806 0.005877526316742197 50 GTEX 100 0.001 0.5 50 8476 0.0 -42 0.0069320273717047454 0.005897373222646803 50 GTEX 100 0.001 0.5 50 8476 0.0 -43 0.006911039054043551 0.006078362027572701 50 GTEX 100 0.001 0.5 50 8476 0.0 -44 0.00699782495941639 0.005842867815520033 50 GTEX 100 0.001 0.5 50 8476 0.0 -45 0.006910430638231137 0.005973088441278516 50 GTEX 100 0.001 0.5 50 8476 0.0 -46 0.006896041894613519 0.005882929160681061 50 GTEX 100 0.001 0.5 50 8476 0.0 -47 0.006908551856617282 0.006067279219882343 50 GTEX 100 0.001 0.5 50 8476 0.0 -48 0.006946203186570909 0.005923715369605916 50 GTEX 100 0.001 0.5 50 8476 0.0 -49 0.0069209608442969625 0.005942472847206908 50 GTEX 100 0.001 0.5 50 8476 0.0 -50 0.006948353820280212 0.005821059586324449 50 GTEX 100 0.001 0.5 50 8476 0.0 -51 0.006925428097756184 0.005811396854338254 50 GTEX 100 0.001 0.5 50 8476 0.0 -52 0.006921605523107069 0.005942579754539712 50 GTEX 100 0.001 0.5 50 8476 0.0 -53 0.0069121527734931805 0.005973672781568092 50 GTEX 100 0.001 0.5 50 8476 0.0 -54 0.006911923318315902 0.006004781150630898 50 GTEX 100 0.001 0.5 50 8476 0.0 -55 0.0069735552068889055 0.005913535764656904 50 GTEX 100 0.001 0.5 50 8476 0.0 -56 0.006898999161246247 0.005867217400929264 50 GTEX 100 0.001 0.5 50 8476 0.0 -57 0.0069058080387498595 0.006032622695950076 50 GTEX 100 0.001 0.5 50 8476 0.0 -58 0.006935664911977644 0.0059033931642877005 50 GTEX 100 0.001 0.5 50 8476 0.0 -59 0.006904200379333086 0.005972222138210395 50 GTEX 100 0.001 0.5 50 8476 0.0 -60 0.006935394038228345 0.005975122295298787 50 GTEX 100 0.001 0.5 50 8476 0.0 -61 0.006877086396142486 0.0060756724184386065 50 GTEX 100 0.001 0.5 50 8476 0.0 -62 0.0069096842695122425 0.006135272656252232 50 GTEX 100 0.001 0.5 50 8476 0.0 -63 0.00688964133590123 0.0060104307481317915 50 GTEX 100 0.001 0.5 50 8476 0.0 -64 0.006914435170802975 0.0059963732686941955 50 GTEX 100 0.001 0.5 50 8476 0.0 -65 0.0069104000703000094 0.00572093291749944 50 GTEX 100 0.001 0.5 50 8476 0.0 -66 0.006894313442157103 0.005972836613690502 50 GTEX 100 0.001 0.5 50 8476 0.0 -67 0.006918662878297788 0.006036498791010547 50 GTEX 100 0.001 0.5 50 8476 0.0 -68 0.006946733549888105 0.006027774439111862 50 GTEX 100 0.001 0.5 50 8476 0.0 -69 0.0068862553033377655 0.006046453905167915 50 GTEX 100 0.001 0.5 50 8476 0.0 -70 0.006935946213303218 0.005916664369772596 50 GTEX 100 0.001 0.5 50 8476 0.0 -71 0.006918628733820392 0.0057140346651918085 50 GTEX 100 0.001 0.5 50 8476 0.0 -72 0.0069452408012354895 0.005984017184577854 50 GTEX 100 0.001 0.5 50 8476 0.0 -73 0.006866940051247172 0.005849302945987892 50 GTEX 100 0.001 0.5 50 8476 0.0 -74 0.006870915140272733 0.005652642969976926 50 GTEX 100 0.001 0.5 50 8476 0.0 -75 0.006908550651023308 0.006033906903464928 50 GTEX 100 0.001 0.5 50 8476 0.0 -76 0.0069562164744714616 0.005975463597578468 50 GTEX 100 0.001 0.5 50 8476 0.0 -77 0.006897691527687095 0.005784485298793182 50 GTEX 100 0.001 0.5 50 8476 0.0 -78 0.00685025251360227 0.005742479979765279 50 GTEX 100 0.001 0.5 50 8476 0.0 -79 0.006892166947555401 0.006057108791382141 50 GTEX 100 0.001 0.5 50 8476 0.0 -80 0.006950475940142612 0.005946158457143735 50 GTEX 100 0.001 0.5 50 8476 0.0 -81 0.0069278221588424 0.005925879212620424 50 GTEX 100 0.001 0.5 50 8476 0.0 -82 0.006891255706998858 0.0058109653306268015 50 GTEX 100 0.001 0.5 50 8476 0.0 -83 0.006894971944472002 0.005986665982838026 50 GTEX 100 0.001 0.5 50 8476 0.0 -84 0.006966530639031715 0.005717783504583565 50 GTEX 100 0.001 0.5 50 8476 0.0 -85 0.0069432015467017615 0.005883749044135553 50 GTEX 100 0.001 0.5 50 8476 0.0 -86 0.006895795542232474 0.005898074294748528 50 GTEX 100 0.001 0.5 50 8476 0.0 -87 0.0069254655696926225 0.005901122246178384 50 GTEX 100 0.001 0.5 50 8476 0.0 -88 0.00693313355213404 0.005873583951263826 50 GTEX 100 0.001 0.5 50 8476 0.0 -89 0.0069043907840869315 0.005983272962672317 50 GTEX 100 0.001 0.5 50 8476 0.0 -90 0.006917183489062689 0.0059152259354164445 50 GTEX 100 0.001 0.5 50 8476 0.0 -91 0.0069016362101176456 0.005950514121360001 50 GTEX 100 0.001 0.5 50 8476 0.0 -92 0.00691560571952266 0.006096938755115346 50 GTEX 100 0.001 0.5 50 8476 0.0 -93 0.006939338844218752 0.006043919439147804 50 GTEX 100 0.001 0.5 50 8476 0.0 -94 0.006953562632133452 0.005731764174254165 50 GTEX 100 0.001 0.5 50 8476 0.0 -95 0.006871959879924349 0.005900822016817762 50 GTEX 100 0.001 0.5 50 8476 0.0 -96 0.0068853529580578865 0.005920189557182726 50 GTEX 100 0.001 0.5 50 8476 0.0 -97 0.006922568462150011 0.005749404034665839 50 GTEX 100 0.001 0.5 50 8476 0.0 -98 0.006902735369327004 0.005770051207379243 50 GTEX 100 0.001 0.5 50 8476 0.0 -99 0.006920602801332123 0.006123617806687894 50 GTEX 100 0.001 0.5 50 8476 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.001lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.001lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index f7b299b22..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_50z_0.001lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07494384516119088 0.02813412382235545 50 GTEX 100 0.001 0.0 50 9412 0.0 -1 0.008506008198584531 0.005471072530643059 50 GTEX 100 0.001 0.0 50 9412 0.0 -2 0.0045301515265547265 0.004050012616380454 50 GTEX 100 0.001 0.0 50 9412 0.0 -3 0.0037181321642698714 0.0036088747942657298 50 GTEX 100 0.001 0.0 50 9412 0.0 -4 0.003394001352030076 0.0033777469955915906 50 GTEX 100 0.001 0.0 50 9412 0.0 -5 0.0032130402861442605 0.003238871879521545 50 GTEX 100 0.001 0.0 50 9412 0.0 -6 0.003089335719936066 0.003116594368552952 50 GTEX 100 0.001 0.0 50 9412 0.0 -7 0.002987513806527472 0.003022781864938259 50 GTEX 100 0.001 0.0 50 9412 0.0 -8 0.002920555926031449 0.00297555022345353 50 GTEX 100 0.001 0.0 50 9412 0.0 -9 0.00286633076507874 0.0029252126141001574 50 GTEX 100 0.001 0.0 50 9412 0.0 -10 0.0028243011421058375 0.002872521729658255 50 GTEX 100 0.001 0.0 50 9412 0.0 -11 0.0027790569994296417 0.0028320417005547496 50 GTEX 100 0.001 0.0 50 9412 0.0 -12 0.0027393456164295344 0.0027850847058316884 50 GTEX 100 0.001 0.0 50 9412 0.0 -13 0.002696250706888067 0.0027397368417542865 50 GTEX 100 0.001 0.0 50 9412 0.0 -14 0.0026680762620871603 0.0027209240938767 50 GTEX 100 0.001 0.0 50 9412 0.0 -15 0.002645206218969037 0.002702413767774522 50 GTEX 100 0.001 0.0 50 9412 0.0 -16 0.002631851305164577 0.0026784849148633193 50 GTEX 100 0.001 0.0 50 9412 0.0 -17 0.002617949916885441 0.0026766109787558024 50 GTEX 100 0.001 0.0 50 9412 0.0 -18 0.0026064808284673962 0.0026642544174694345 50 GTEX 100 0.001 0.0 50 9412 0.0 -19 0.0025956150463764447 0.0026562998085477504 50 GTEX 100 0.001 0.0 50 9412 0.0 -20 0.0025898621293038424 0.0026472469715635247 50 GTEX 100 0.001 0.0 50 9412 0.0 -21 0.00258572580934919 0.002641582032470847 50 GTEX 100 0.001 0.0 50 9412 0.0 -22 0.0025740751870567957 0.002624472577971169 50 GTEX 100 0.001 0.0 50 9412 0.0 -23 0.0025703839940031054 0.002619563933451281 50 GTEX 100 0.001 0.0 50 9412 0.0 -24 0.0025613729940284465 0.0026126953905108367 50 GTEX 100 0.001 0.0 50 9412 0.0 -25 0.002556518068078882 0.0025947088797969795 50 GTEX 100 0.001 0.0 50 9412 0.0 -26 0.0025489055054545404 0.002596157671132978 50 GTEX 100 0.001 0.0 50 9412 0.0 -27 0.0024926008955584674 0.0024939085982789502 50 GTEX 100 0.001 0.0 50 9412 0.0 -28 0.00242698423393162 0.002461850949467475 50 GTEX 100 0.001 0.0 50 9412 0.0 -29 0.0024125561023267163 0.0024748908390358317 50 GTEX 100 0.001 0.0 50 9412 0.0 -30 0.002407853565435277 0.0024483545724047566 50 GTEX 100 0.001 0.0 50 9412 0.0 -31 0.00239666047773813 0.0024311372239192233 50 GTEX 100 0.001 0.0 50 9412 0.0 -32 0.0023931273118987973 0.0024157336217213153 50 GTEX 100 0.001 0.0 50 9412 0.0 -33 0.002386375259828589 0.0024227719765489374 50 GTEX 100 0.001 0.0 50 9412 0.0 -34 0.0023808829997357967 0.0024148484500755374 50 GTEX 100 0.001 0.0 50 9412 0.0 -35 0.0023800673794929614 0.0024216999658365724 50 GTEX 100 0.001 0.0 50 9412 0.0 -36 0.002373368517358261 0.00241113674097443 50 GTEX 100 0.001 0.0 50 9412 0.0 -37 0.0023719623611199734 0.002411714824493762 50 GTEX 100 0.001 0.0 50 9412 0.0 -38 0.002366362539602748 0.0024110995066624857 50 GTEX 100 0.001 0.0 50 9412 0.0 -39 0.002363358100306027 0.002399240258794292 50 GTEX 100 0.001 0.0 50 9412 0.0 -40 0.00236130782169508 0.00239684817048335 50 GTEX 100 0.001 0.0 50 9412 0.0 -41 0.002356942693653787 0.002394361019545295 50 GTEX 100 0.001 0.0 50 9412 0.0 -42 0.0023416211151568002 0.0023519682844909537 50 GTEX 100 0.001 0.0 50 9412 0.0 -43 0.002290595728474894 0.0023115625912181947 50 GTEX 100 0.001 0.0 50 9412 0.0 -44 0.0022645371757163218 0.002287685680344786 50 GTEX 100 0.001 0.0 50 9412 0.0 -45 0.0022514962625268856 0.002281527720150952 50 GTEX 100 0.001 0.0 50 9412 0.0 -46 0.002244719952440122 0.002273458160173162 50 GTEX 100 0.001 0.0 50 9412 0.0 -47 0.002242385455726136 0.0022734766998664677 50 GTEX 100 0.001 0.0 50 9412 0.0 -48 0.0022364000629124473 0.0022792905824039374 50 GTEX 100 0.001 0.0 50 9412 0.0 -49 0.0022358390595793435 0.0022765636132470557 50 GTEX 100 0.001 0.0 50 9412 0.0 -50 0.002232602594007726 0.0022544849948592824 50 GTEX 100 0.001 0.0 50 9412 0.0 -51 0.0022288761920148783 0.002280139227967865 50 GTEX 100 0.001 0.0 50 9412 0.0 -52 0.0022280148731323663 0.002257782714919474 50 GTEX 100 0.001 0.0 50 9412 0.0 -53 0.002228349579098373 0.0022570566325572396 50 GTEX 100 0.001 0.0 50 9412 0.0 -54 0.00222455614871212 0.0022720452344944493 50 GTEX 100 0.001 0.0 50 9412 0.0 -55 0.002225261139758683 0.0022625321364773882 50 GTEX 100 0.001 0.0 50 9412 0.0 -56 0.0022220524464534883 0.002271102971978089 50 GTEX 100 0.001 0.0 50 9412 0.0 -57 0.0022184641233863674 0.002244735795282139 50 GTEX 100 0.001 0.0 50 9412 0.0 -58 0.002216958457883831 0.0022683765238129708 50 GTEX 100 0.001 0.0 50 9412 0.0 -59 0.0022158080604509954 0.0022584633691902114 50 GTEX 100 0.001 0.0 50 9412 0.0 -60 0.002214643358161158 0.002262275232207526 50 GTEX 100 0.001 0.0 50 9412 0.0 -61 0.0022151633279154704 0.0022472350162315844 50 GTEX 100 0.001 0.0 50 9412 0.0 -62 0.002212886378527934 0.0022446336897493768 50 GTEX 100 0.001 0.0 50 9412 0.0 -63 0.0022150961071238265 0.002253398445732325 50 GTEX 100 0.001 0.0 50 9412 0.0 -64 0.0022088074016841145 0.0022510422536210924 50 GTEX 100 0.001 0.0 50 9412 0.0 -65 0.002177514580557119 0.002198605493203287 50 GTEX 100 0.001 0.0 50 9412 0.0 -66 0.002152861549501393 0.0021863374586868676 50 GTEX 100 0.001 0.0 50 9412 0.0 -67 0.0021480910513814477 0.002183790468281496 50 GTEX 100 0.001 0.0 50 9412 0.0 -68 0.002141416722223331 0.002188252980294974 50 GTEX 100 0.001 0.0 50 9412 0.0 -69 0.002138433909578145 0.002174011806111089 50 GTEX 100 0.001 0.0 50 9412 0.0 -70 0.0021340369228798955 0.002174699777947958 50 GTEX 100 0.001 0.0 50 9412 0.0 -71 0.0021359052007009155 0.0021874800436428887 50 GTEX 100 0.001 0.0 50 9412 0.0 -72 0.0021333440454212216 0.002167679630166819 50 GTEX 100 0.001 0.0 50 9412 0.0 -73 0.0021314737491033796 0.0021879105047878772 50 GTEX 100 0.001 0.0 50 9412 0.0 -74 0.0021278623671946648 0.002163936218473451 50 GTEX 100 0.001 0.0 50 9412 0.0 -75 0.0021285994244831688 0.002163177590282499 50 GTEX 100 0.001 0.0 50 9412 0.0 -76 0.0021269298408214316 0.0021791492074023323 50 GTEX 100 0.001 0.0 50 9412 0.0 -77 0.0021266856073787798 0.0021563749023387384 50 GTEX 100 0.001 0.0 50 9412 0.0 -78 0.002125975176747296 0.002164669707151902 50 GTEX 100 0.001 0.0 50 9412 0.0 -79 0.0021242083667765577 0.00216254809302076 50 GTEX 100 0.001 0.0 50 9412 0.0 -80 0.002124247527577505 0.0021599485444174123 50 GTEX 100 0.001 0.0 50 9412 0.0 -81 0.002123487628402675 0.0021584251649436957 50 GTEX 100 0.001 0.0 50 9412 0.0 -82 0.0021225781734262317 0.0021590449718471632 50 GTEX 100 0.001 0.0 50 9412 0.0 -83 0.002121652416209845 0.0021666878344802744 50 GTEX 100 0.001 0.0 50 9412 0.0 -84 0.002118572118097222 0.0021615370139993102 50 GTEX 100 0.001 0.0 50 9412 0.0 -85 0.002120483778855866 0.002158012145514044 50 GTEX 100 0.001 0.0 50 9412 0.0 -86 0.002120495142562828 0.0021633437519075044 50 GTEX 100 0.001 0.0 50 9412 0.0 -87 0.0021166035186255777 0.002162447551569898 50 GTEX 100 0.001 0.0 50 9412 0.0 -88 0.0021182217615686757 0.0021621059011508615 50 GTEX 100 0.001 0.0 50 9412 0.0 -89 0.002118172624293139 0.0021677440098316863 50 GTEX 100 0.001 0.0 50 9412 0.0 -90 0.002117031885126455 0.002155595977601202 50 GTEX 100 0.001 0.0 50 9412 0.0 -91 0.0021170660529434807 0.002163519687771783 50 GTEX 100 0.001 0.0 50 9412 0.0 -92 0.0021181722783550558 0.002170013792780954 50 GTEX 100 0.001 0.0 50 9412 0.0 -93 0.002115048812440127 0.0021552868891673823 50 GTEX 100 0.001 0.0 50 9412 0.0 -94 0.002113686578213603 0.0021528860205738405 50 GTEX 100 0.001 0.0 50 9412 0.0 -95 0.002113192301789332 0.002148307079073934 50 GTEX 100 0.001 0.0 50 9412 0.0 -96 0.002113083111743198 0.002153603135415144 50 GTEX 100 0.001 0.0 50 9412 0.0 -97 0.0021126644509132536 0.002154801360697985 50 GTEX 100 0.001 0.0 50 9412 0.0 -98 0.0021128354408574907 0.0021564495342981933 50 GTEX 100 0.001 0.0 50 9412 0.0 -99 0.0021089814689210676 0.002145364865069295 50 GTEX 100 0.001 0.0 50 9412 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00001lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00001lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 222041826..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00001lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16493248389554752 0.16597718980602438 100 GTEX 100 1e-05 0.1 5 2569 0.0 -1 0.16455783854823336 0.16530488459782908 100 GTEX 100 1e-05 0.1 5 2569 0.0 -2 0.16357023075256022 0.16401692964278247 100 GTEX 100 1e-05 0.1 5 2569 0.0 -3 0.16190479840291166 0.16202172959938702 100 GTEX 100 1e-05 0.1 5 2569 0.0 -4 0.15967473293434947 0.15957813242542426 100 GTEX 100 1e-05 0.1 5 2569 0.0 -5 0.15705321826929275 0.15688666270712937 100 GTEX 100 1e-05 0.1 5 2569 0.0 -6 0.15429516959224368 0.15408759731303603 100 GTEX 100 1e-05 0.1 5 2569 0.0 -7 0.15146682915194454 0.15129403667984806 100 GTEX 100 1e-05 0.1 5 2569 0.0 -8 0.14868286320963467 0.14856049078498956 100 GTEX 100 1e-05 0.1 5 2569 0.0 -9 0.14600060350686905 0.14594115594494025 100 GTEX 100 1e-05 0.1 5 2569 0.0 -10 0.14348877866454268 0.14345719815433705 100 GTEX 100 1e-05 0.1 5 2569 0.0 -11 0.14104057652489166 0.14111280560266837 100 GTEX 100 1e-05 0.1 5 2569 0.0 -12 0.1387499712255697 0.13891460607713618 100 GTEX 100 1e-05 0.1 5 2569 0.0 -13 0.1366196075881108 0.13685957549189434 100 GTEX 100 1e-05 0.1 5 2569 0.0 -14 0.13472041550811623 0.13494671507253392 100 GTEX 100 1e-05 0.1 5 2569 0.0 -15 0.13281239177573254 0.13315886593363585 100 GTEX 100 1e-05 0.1 5 2569 0.0 -16 0.1311217813368041 0.1314890144442424 100 GTEX 100 1e-05 0.1 5 2569 0.0 -17 0.12950728518715804 0.12992957217385107 100 GTEX 100 1e-05 0.1 5 2569 0.0 -18 0.12800299754248032 0.12846572886968294 100 GTEX 100 1e-05 0.1 5 2569 0.0 -19 0.1266246596411275 0.12709849684750626 100 GTEX 100 1e-05 0.1 5 2569 0.0 -20 0.12530713412941 0.12581328005165202 100 GTEX 100 1e-05 0.1 5 2569 0.0 -21 0.12403243319265717 0.12459935038261993 100 GTEX 100 1e-05 0.1 5 2569 0.0 -22 0.12287515736317527 0.12345934370284752 100 GTEX 100 1e-05 0.1 5 2569 0.0 -23 0.12174263502251476 0.12238271987710163 100 GTEX 100 1e-05 0.1 5 2569 0.0 -24 0.12074054479189757 0.12136159698432843 100 GTEX 100 1e-05 0.1 5 2569 0.0 -25 0.11969419483150891 0.12039254500952057 100 GTEX 100 1e-05 0.1 5 2569 0.0 -26 0.11877700074164532 0.11947219824496332 100 GTEX 100 1e-05 0.1 5 2569 0.0 -27 0.11790929770436927 0.1185959862552215 100 GTEX 100 1e-05 0.1 5 2569 0.0 -28 0.11706252735778272 0.1177630231860926 100 GTEX 100 1e-05 0.1 5 2569 0.0 -29 0.11629826344610256 0.11696337571388868 100 GTEX 100 1e-05 0.1 5 2569 0.0 -30 0.11550760519354071 0.11620288702018361 100 GTEX 100 1e-05 0.1 5 2569 0.0 -31 0.11479056607591473 0.11547216311267121 100 GTEX 100 1e-05 0.1 5 2569 0.0 -32 0.11399021758894186 0.1147766995169364 100 GTEX 100 1e-05 0.1 5 2569 0.0 -33 0.11335710246516115 0.11410255999279566 100 GTEX 100 1e-05 0.1 5 2569 0.0 -34 0.1127472115298681 0.1134572771905493 100 GTEX 100 1e-05 0.1 5 2569 0.0 -35 0.1121346700318363 0.11283180327243225 100 GTEX 100 1e-05 0.1 5 2569 0.0 -36 0.11147357807707683 0.11223513304394007 100 GTEX 100 1e-05 0.1 5 2569 0.0 -37 0.11087497215931703 0.11165110103984296 100 GTEX 100 1e-05 0.1 5 2569 0.0 -38 0.11038037209292582 0.11109252713139066 100 GTEX 100 1e-05 0.1 5 2569 0.0 -39 0.10982969436635938 0.11054767356625982 100 GTEX 100 1e-05 0.1 5 2569 0.0 -40 0.10912672266186234 0.11002118794863668 100 GTEX 100 1e-05 0.1 5 2569 0.0 -41 0.108750228250752 0.10950810858845257 100 GTEX 100 1e-05 0.1 5 2569 0.0 -42 0.10819384096727662 0.109010516973956 100 GTEX 100 1e-05 0.1 5 2569 0.0 -43 0.1077554078665041 0.10852340954451506 100 GTEX 100 1e-05 0.1 5 2569 0.0 -44 0.10727978352619802 0.10805698710815988 100 GTEX 100 1e-05 0.1 5 2569 0.0 -45 0.10672701229115555 0.1075963358122133 100 GTEX 100 1e-05 0.1 5 2569 0.0 -46 0.1062830312891156 0.10714796114670459 100 GTEX 100 1e-05 0.1 5 2569 0.0 -47 0.10583685093187563 0.1067069114784324 100 GTEX 100 1e-05 0.1 5 2569 0.0 -48 0.10541755446596157 0.10627744236373177 100 GTEX 100 1e-05 0.1 5 2569 0.0 -49 0.10495699628647698 0.10585626336558236 100 GTEX 100 1e-05 0.1 5 2569 0.0 -50 0.10452393081156848 0.10544562657069798 100 GTEX 100 1e-05 0.1 5 2569 0.0 -51 0.10417972710579744 0.1050374943323915 100 GTEX 100 1e-05 0.1 5 2569 0.0 -52 0.10376606973383336 0.10463574285063 100 GTEX 100 1e-05 0.1 5 2569 0.0 -53 0.10333564667379616 0.1042395359606344 100 GTEX 100 1e-05 0.1 5 2569 0.0 -54 0.10296737973020385 0.10384952293942637 100 GTEX 100 1e-05 0.1 5 2569 0.0 -55 0.10255769028782756 0.1034634482441293 100 GTEX 100 1e-05 0.1 5 2569 0.0 -56 0.1021030135983976 0.10307865700340996 100 GTEX 100 1e-05 0.1 5 2569 0.0 -57 0.10175940973952363 0.10269558089767572 100 GTEX 100 1e-05 0.1 5 2569 0.0 -58 0.10140855425188254 0.10231422502618326 100 GTEX 100 1e-05 0.1 5 2569 0.0 -59 0.10105893215288693 0.10193496055816063 100 GTEX 100 1e-05 0.1 5 2569 0.0 -60 0.10061912766993329 0.10155484423098002 100 GTEX 100 1e-05 0.1 5 2569 0.0 -61 0.1002269761773202 0.10117635445336426 100 GTEX 100 1e-05 0.1 5 2569 0.0 -62 0.09993826254007619 0.10079926609313081 100 GTEX 100 1e-05 0.1 5 2569 0.0 -63 0.0995163325068061 0.10042041517482511 100 GTEX 100 1e-05 0.1 5 2569 0.0 -64 0.09911039178702853 0.10004224633875909 100 GTEX 100 1e-05 0.1 5 2569 0.0 -65 0.09878441714851383 0.09966597218817178 100 GTEX 100 1e-05 0.1 5 2569 0.0 -66 0.09842003731219762 0.09928883864285828 100 GTEX 100 1e-05 0.1 5 2569 0.0 -67 0.09794339274760724 0.09890891900533959 100 GTEX 100 1e-05 0.1 5 2569 0.0 -68 0.09768807463126764 0.09853283678510796 100 GTEX 100 1e-05 0.1 5 2569 0.0 -69 0.09722543542600048 0.09815028782919785 100 GTEX 100 1e-05 0.1 5 2569 0.0 -70 0.09692106797726137 0.09776915646664543 100 GTEX 100 1e-05 0.1 5 2569 0.0 -71 0.09652806568374928 0.09738712171411333 100 GTEX 100 1e-05 0.1 5 2569 0.0 -72 0.09612306058123508 0.09699953435265066 100 GTEX 100 1e-05 0.1 5 2569 0.0 -73 0.09574824771115378 0.09661407165314308 100 GTEX 100 1e-05 0.1 5 2569 0.0 -74 0.09533614626706585 0.09622787157279003 100 GTEX 100 1e-05 0.1 5 2569 0.0 -75 0.09498740835688843 0.0958343287894481 100 GTEX 100 1e-05 0.1 5 2569 0.0 -76 0.09458939825719119 0.09543786761651928 100 GTEX 100 1e-05 0.1 5 2569 0.0 -77 0.09415848802425321 0.09503780778483292 100 GTEX 100 1e-05 0.1 5 2569 0.0 -78 0.09376397447014631 0.09463512659526144 100 GTEX 100 1e-05 0.1 5 2569 0.0 -79 0.09335616987434299 0.09422713945913677 100 GTEX 100 1e-05 0.1 5 2569 0.0 -80 0.09293159643300071 0.09381811932692509 100 GTEX 100 1e-05 0.1 5 2569 0.0 -81 0.09253896146562543 0.09340120013449128 100 GTEX 100 1e-05 0.1 5 2569 0.0 -82 0.09210402434852138 0.09297993592209688 100 GTEX 100 1e-05 0.1 5 2569 0.0 -83 0.09169364494554996 0.09255587227444231 100 GTEX 100 1e-05 0.1 5 2569 0.0 -84 0.09131199531505059 0.09212509044109642 100 GTEX 100 1e-05 0.1 5 2569 0.0 -85 0.09083395751628577 0.091689533635464 100 GTEX 100 1e-05 0.1 5 2569 0.0 -86 0.09036313100989773 0.09124921344418943 100 GTEX 100 1e-05 0.1 5 2569 0.0 -87 0.08996823752576173 0.09080392320573104 100 GTEX 100 1e-05 0.1 5 2569 0.0 -88 0.08951384940132415 0.09035408162572085 100 GTEX 100 1e-05 0.1 5 2569 0.0 -89 0.08911491560985713 0.08989874267872748 100 GTEX 100 1e-05 0.1 5 2569 0.0 -90 0.08868412955063908 0.08943800727337485 100 GTEX 100 1e-05 0.1 5 2569 0.0 -91 0.08827492123302669 0.08897379618633836 100 GTEX 100 1e-05 0.1 5 2569 0.0 -92 0.08781456607497706 0.08850788514877 100 GTEX 100 1e-05 0.1 5 2569 0.0 -93 0.08739313242965456 0.08803616520796438 100 GTEX 100 1e-05 0.1 5 2569 0.0 -94 0.08685134491025677 0.08756257205521653 100 GTEX 100 1e-05 0.1 5 2569 0.0 -95 0.08640588260577148 0.0870871809895501 100 GTEX 100 1e-05 0.1 5 2569 0.0 -96 0.08592700730099073 0.08661127438903309 100 GTEX 100 1e-05 0.1 5 2569 0.0 -97 0.0855571703956411 0.08613748593475429 100 GTEX 100 1e-05 0.1 5 2569 0.0 -98 0.08512046783249595 0.08566786955064694 100 GTEX 100 1e-05 0.1 5 2569 0.0 -99 0.08467612102796174 0.08520102350770747 100 GTEX 100 1e-05 0.1 5 2569 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00001lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00001lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index a3a6220ab..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00001lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16501080138140348 0.1652578857121812 100 GTEX 100 1e-05 0.5 5 6368 0.0 -1 0.16464608454699248 0.16450849526735314 100 GTEX 100 1e-05 0.5 5 6368 0.0 -2 0.16362512274101743 0.16303378740191007 100 GTEX 100 1e-05 0.5 5 6368 0.0 -3 0.1619931594886258 0.16100616339494975 100 GTEX 100 1e-05 0.5 5 6368 0.0 -4 0.16000885163905365 0.15862744185407807 100 GTEX 100 1e-05 0.5 5 6368 0.0 -5 0.15778083868070553 0.15604375438771773 100 GTEX 100 1e-05 0.5 5 6368 0.0 -6 0.15534539496815544 0.15333498476122723 100 GTEX 100 1e-05 0.5 5 6368 0.0 -7 0.15287438184542326 0.1506207967779029 100 GTEX 100 1e-05 0.5 5 6368 0.0 -8 0.15076406184063298 0.14798359028966707 100 GTEX 100 1e-05 0.5 5 6368 0.0 -9 0.14833317658642323 0.14543967237943933 100 GTEX 100 1e-05 0.5 5 6368 0.0 -10 0.14614725165329603 0.1430103066642928 100 GTEX 100 1e-05 0.5 5 6368 0.0 -11 0.14393699373780353 0.1406990586578166 100 GTEX 100 1e-05 0.5 5 6368 0.0 -12 0.14198165885168357 0.13852007868398733 100 GTEX 100 1e-05 0.5 5 6368 0.0 -13 0.1402503086254591 0.13648493089376748 100 GTEX 100 1e-05 0.5 5 6368 0.0 -14 0.1382403813166365 0.1345950145231907 100 GTEX 100 1e-05 0.5 5 6368 0.0 -15 0.13675080013902233 0.1328178331425888 100 GTEX 100 1e-05 0.5 5 6368 0.0 -16 0.1351364591412047 0.13111579446511576 100 GTEX 100 1e-05 0.5 5 6368 0.0 -17 0.1338727901005702 0.12952856011263772 100 GTEX 100 1e-05 0.5 5 6368 0.0 -18 0.13254556782308344 0.12807175664394074 100 GTEX 100 1e-05 0.5 5 6368 0.0 -19 0.13118762994116032 0.12668950422295147 100 GTEX 100 1e-05 0.5 5 6368 0.0 -20 0.12987903592213035 0.12541312072780195 100 GTEX 100 1e-05 0.5 5 6368 0.0 -21 0.1288447218934422 0.12417265418704472 100 GTEX 100 1e-05 0.5 5 6368 0.0 -22 0.12787776875123816 0.12300941237591972 100 GTEX 100 1e-05 0.5 5 6368 0.0 -23 0.12679568082141413 0.12191913089938036 100 GTEX 100 1e-05 0.5 5 6368 0.0 -24 0.12586834230370214 0.12089224071897028 100 GTEX 100 1e-05 0.5 5 6368 0.0 -25 0.12512511622663963 0.11990959168953587 100 GTEX 100 1e-05 0.5 5 6368 0.0 -26 0.12401699116196768 0.11895118064526823 100 GTEX 100 1e-05 0.5 5 6368 0.0 -27 0.12320064368605727 0.11804720748060103 100 GTEX 100 1e-05 0.5 5 6368 0.0 -28 0.12247047757723395 0.11720649201153803 100 GTEX 100 1e-05 0.5 5 6368 0.0 -29 0.12172835709408494 0.11639174334563229 100 GTEX 100 1e-05 0.5 5 6368 0.0 -30 0.12078598020313987 0.1156419574534485 100 GTEX 100 1e-05 0.5 5 6368 0.0 -31 0.12013581384131154 0.11489374490858484 100 GTEX 100 1e-05 0.5 5 6368 0.0 -32 0.11952731969273556 0.11418086157212239 100 GTEX 100 1e-05 0.5 5 6368 0.0 -33 0.11890952182701325 0.11349813827090391 100 GTEX 100 1e-05 0.5 5 6368 0.0 -34 0.1181727385252094 0.11283703128534578 100 GTEX 100 1e-05 0.5 5 6368 0.0 -35 0.11764870211363997 0.11221589289690605 100 GTEX 100 1e-05 0.5 5 6368 0.0 -36 0.11703897891832755 0.11160871103235977 100 GTEX 100 1e-05 0.5 5 6368 0.0 -37 0.11663192659270188 0.11100854160894459 100 GTEX 100 1e-05 0.5 5 6368 0.0 -38 0.11618424141493269 0.11044628442240305 100 GTEX 100 1e-05 0.5 5 6368 0.0 -39 0.11521661010462315 0.10992695838779551 100 GTEX 100 1e-05 0.5 5 6368 0.0 -40 0.11467335675215914 0.10937918303357332 100 GTEX 100 1e-05 0.5 5 6368 0.0 -41 0.11439367375769735 0.10885184493354971 100 GTEX 100 1e-05 0.5 5 6368 0.0 -42 0.1137728261049816 0.10836040996326693 100 GTEX 100 1e-05 0.5 5 6368 0.0 -43 0.11318483564176718 0.10788318993587458 100 GTEX 100 1e-05 0.5 5 6368 0.0 -44 0.11230866357666822 0.10740933357649429 100 GTEX 100 1e-05 0.5 5 6368 0.0 -45 0.11245760467370536 0.10691476137352533 100 GTEX 100 1e-05 0.5 5 6368 0.0 -46 0.1119419025459687 0.10647802533645594 100 GTEX 100 1e-05 0.5 5 6368 0.0 -47 0.11111314869410538 0.10603823674269049 100 GTEX 100 1e-05 0.5 5 6368 0.0 -48 0.1108030546474283 0.10560292923405143 100 GTEX 100 1e-05 0.5 5 6368 0.0 -49 0.11047953711784263 0.10518492942413903 100 GTEX 100 1e-05 0.5 5 6368 0.0 -50 0.11013885693620877 0.10476904858201176 100 GTEX 100 1e-05 0.5 5 6368 0.0 -51 0.10973741307034593 0.10436341585768492 100 GTEX 100 1e-05 0.5 5 6368 0.0 -52 0.1092112620113341 0.10397085536115523 100 GTEX 100 1e-05 0.5 5 6368 0.0 -53 0.10892657765940979 0.10357291795341687 100 GTEX 100 1e-05 0.5 5 6368 0.0 -54 0.1085584541932071 0.10318767457860505 100 GTEX 100 1e-05 0.5 5 6368 0.0 -55 0.10797328228927583 0.10280629406070528 100 GTEX 100 1e-05 0.5 5 6368 0.0 -56 0.10768712528960511 0.10243475672296698 100 GTEX 100 1e-05 0.5 5 6368 0.0 -57 0.10720409078221897 0.10206862533387122 100 GTEX 100 1e-05 0.5 5 6368 0.0 -58 0.10689828783711272 0.10170308367381077 100 GTEX 100 1e-05 0.5 5 6368 0.0 -59 0.10647177181447762 0.10134419538222339 100 GTEX 100 1e-05 0.5 5 6368 0.0 -60 0.10601157688758964 0.10098336229079577 100 GTEX 100 1e-05 0.5 5 6368 0.0 -61 0.105620409255674 0.1006308020917635 100 GTEX 100 1e-05 0.5 5 6368 0.0 -62 0.10548606872624702 0.10028174083269141 100 GTEX 100 1e-05 0.5 5 6368 0.0 -63 0.10525203379111317 0.09993029671930088 100 GTEX 100 1e-05 0.5 5 6368 0.0 -64 0.10453404824040792 0.0995815120382454 100 GTEX 100 1e-05 0.5 5 6368 0.0 -65 0.10420961714466459 0.09923882400015008 100 GTEX 100 1e-05 0.5 5 6368 0.0 -66 0.1041139945926152 0.09889721496476873 100 GTEX 100 1e-05 0.5 5 6368 0.0 -67 0.1031095212481084 0.09855294726194085 100 GTEX 100 1e-05 0.5 5 6368 0.0 -68 0.10334449476515516 0.09821186007882253 100 GTEX 100 1e-05 0.5 5 6368 0.0 -69 0.10274324353634398 0.09787234964252878 100 GTEX 100 1e-05 0.5 5 6368 0.0 -70 0.10214862803921372 0.09753018827266113 100 GTEX 100 1e-05 0.5 5 6368 0.0 -71 0.10201589277346056 0.09719156941306908 100 GTEX 100 1e-05 0.5 5 6368 0.0 -72 0.10143518302909572 0.0968502440663345 100 GTEX 100 1e-05 0.5 5 6368 0.0 -73 0.10123908134584406 0.09650972910480354 100 GTEX 100 1e-05 0.5 5 6368 0.0 -74 0.10092521961524593 0.09617174093827549 100 GTEX 100 1e-05 0.5 5 6368 0.0 -75 0.10025564414389322 0.09582555854955101 100 GTEX 100 1e-05 0.5 5 6368 0.0 -76 0.10016540312645515 0.09548480349801793 100 GTEX 100 1e-05 0.5 5 6368 0.0 -77 0.09995890870096943 0.09514074497803082 100 GTEX 100 1e-05 0.5 5 6368 0.0 -78 0.09937508749907707 0.09479481293448024 100 GTEX 100 1e-05 0.5 5 6368 0.0 -79 0.0990929552295385 0.09444862621138758 100 GTEX 100 1e-05 0.5 5 6368 0.0 -80 0.09881866158701316 0.09409822733230011 100 GTEX 100 1e-05 0.5 5 6368 0.0 -81 0.09827328312150828 0.09374467742420421 100 GTEX 100 1e-05 0.5 5 6368 0.0 -82 0.09805181486274545 0.09338979510866643 100 GTEX 100 1e-05 0.5 5 6368 0.0 -83 0.09745323902118593 0.0930320790795319 100 GTEX 100 1e-05 0.5 5 6368 0.0 -84 0.09721814351278536 0.09267939023758522 100 GTEX 100 1e-05 0.5 5 6368 0.0 -85 0.0966703576770959 0.09231672277355375 100 GTEX 100 1e-05 0.5 5 6368 0.0 -86 0.09634167024102548 0.09195289364219165 100 GTEX 100 1e-05 0.5 5 6368 0.0 -87 0.09596950107493042 0.09158942066557961 100 GTEX 100 1e-05 0.5 5 6368 0.0 -88 0.09580565257810723 0.09122416161765617 100 GTEX 100 1e-05 0.5 5 6368 0.0 -89 0.09537319546077273 0.09085984604553578 100 GTEX 100 1e-05 0.5 5 6368 0.0 -90 0.09475869189361918 0.09048745342080584 100 GTEX 100 1e-05 0.5 5 6368 0.0 -91 0.09415808939812263 0.09011278264649468 100 GTEX 100 1e-05 0.5 5 6368 0.0 -92 0.09417621428238447 0.0897410900647196 100 GTEX 100 1e-05 0.5 5 6368 0.0 -93 0.09416057734192519 0.08937085400062822 100 GTEX 100 1e-05 0.5 5 6368 0.0 -94 0.09337809955927692 0.08899811709108461 100 GTEX 100 1e-05 0.5 5 6368 0.0 -95 0.09308706146444655 0.0886261200553564 100 GTEX 100 1e-05 0.5 5 6368 0.0 -96 0.09260335155055706 0.08825388675406859 100 GTEX 100 1e-05 0.5 5 6368 0.0 -97 0.09224842453665273 0.08788306254737731 100 GTEX 100 1e-05 0.5 5 6368 0.0 -98 0.09202266482610165 0.0875147216220319 100 GTEX 100 1e-05 0.5 5 6368 0.0 -99 0.09145806602219965 0.08714574062665606 100 GTEX 100 1e-05 0.5 5 6368 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00001lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00001lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 5202d0452..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00001lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16504648920127754 0.16505329458205872 100 GTEX 100 1e-05 0.0 5 208 0.0 -1 0.1647849988254887 0.16456113347762438 100 GTEX 100 1e-05 0.0 5 208 0.0 -2 0.16396460373254063 0.16340737067474612 100 GTEX 100 1e-05 0.0 5 208 0.0 -3 0.16245231930659543 0.1615421914782361 100 GTEX 100 1e-05 0.0 5 208 0.0 -4 0.16026185373135726 0.15909915777213673 100 GTEX 100 1e-05 0.0 5 208 0.0 -5 0.15762303587947613 0.15634274420402802 100 GTEX 100 1e-05 0.0 5 208 0.0 -6 0.15476654535917944 0.15345113613986244 100 GTEX 100 1e-05 0.0 5 208 0.0 -7 0.15184558865209813 0.15055834895757667 100 GTEX 100 1e-05 0.0 5 208 0.0 -8 0.14895977547506956 0.14773224934425644 100 GTEX 100 1e-05 0.0 5 208 0.0 -9 0.1461706105102213 0.145022842084047 100 GTEX 100 1e-05 0.0 5 208 0.0 -10 0.1435163985011922 0.1424607831715631 100 GTEX 100 1e-05 0.0 5 208 0.0 -11 0.1410154389553744 0.1400472832269995 100 GTEX 100 1e-05 0.0 5 208 0.0 -12 0.13867013347498955 0.13779379886366117 100 GTEX 100 1e-05 0.0 5 208 0.0 -13 0.13648136150242599 0.13569060035984779 100 GTEX 100 1e-05 0.0 5 208 0.0 -14 0.13444099056880654 0.13372964936064224 100 GTEX 100 1e-05 0.0 5 208 0.0 -15 0.13254200031793367 0.13190067987251644 100 GTEX 100 1e-05 0.0 5 208 0.0 -16 0.13077266505172036 0.13019589496202796 100 GTEX 100 1e-05 0.0 5 208 0.0 -17 0.12912325826897042 0.12860440493989805 100 GTEX 100 1e-05 0.0 5 208 0.0 -18 0.12758369519684853 0.1271162639609308 100 GTEX 100 1e-05 0.0 5 208 0.0 -19 0.12614545926374557 0.12572275946348793 100 GTEX 100 1e-05 0.0 5 208 0.0 -20 0.12479851299427978 0.12441667764245784 100 GTEX 100 1e-05 0.0 5 208 0.0 -21 0.12353531312851841 0.12318660117714124 100 GTEX 100 1e-05 0.0 5 208 0.0 -22 0.12234751211371683 0.12203032891673281 100 GTEX 100 1e-05 0.0 5 208 0.0 -23 0.1212291240163271 0.12093779422031156 100 GTEX 100 1e-05 0.0 5 208 0.0 -24 0.12017301243619807 0.11990345221281958 100 GTEX 100 1e-05 0.0 5 208 0.0 -25 0.11917440539726275 0.11892325085492189 100 GTEX 100 1e-05 0.0 5 208 0.0 -26 0.11822791078598255 0.11799283220854095 100 GTEX 100 1e-05 0.0 5 208 0.0 -27 0.11732910911265253 0.11710638980675106 100 GTEX 100 1e-05 0.0 5 208 0.0 -28 0.11647497268624425 0.11626596728998445 100 GTEX 100 1e-05 0.0 5 208 0.0 -29 0.11566069778131685 0.11546083420741694 100 GTEX 100 1e-05 0.0 5 208 0.0 -30 0.11488358962352643 0.11469230523240884 100 GTEX 100 1e-05 0.0 5 208 0.0 -31 0.11414020456506696 0.1139569594719564 100 GTEX 100 1e-05 0.0 5 208 0.0 -32 0.1134284197523902 0.11324876374051598 100 GTEX 100 1e-05 0.0 5 208 0.0 -33 0.112745308183945 0.11257056030710387 100 GTEX 100 1e-05 0.0 5 208 0.0 -34 0.11208944945655479 0.11191665783467855 100 GTEX 100 1e-05 0.0 5 208 0.0 -35 0.1114580927642356 0.11128778693340577 100 GTEX 100 1e-05 0.0 5 208 0.0 -36 0.11084985150805594 0.11067939544018683 100 GTEX 100 1e-05 0.0 5 208 0.0 -37 0.11026287155196951 0.11009298562436956 100 GTEX 100 1e-05 0.0 5 208 0.0 -38 0.10969517953411331 0.10952786104080794 100 GTEX 100 1e-05 0.0 5 208 0.0 -39 0.10914663904598072 0.10897844366927564 100 GTEX 100 1e-05 0.0 5 208 0.0 -40 0.1086162071872994 0.10844702265108493 100 GTEX 100 1e-05 0.0 5 208 0.0 -41 0.10810046168690537 0.10792766415120984 100 GTEX 100 1e-05 0.0 5 208 0.0 -42 0.10759989103435953 0.10742621330593928 100 GTEX 100 1e-05 0.0 5 208 0.0 -43 0.10711358012018656 0.10693690761527182 100 GTEX 100 1e-05 0.0 5 208 0.0 -44 0.10664010434017472 0.10646106931646514 100 GTEX 100 1e-05 0.0 5 208 0.0 -45 0.10617894234177655 0.10599542802957528 100 GTEX 100 1e-05 0.0 5 208 0.0 -46 0.10572928142932296 0.10554197781892784 100 GTEX 100 1e-05 0.0 5 208 0.0 -47 0.10528963280965072 0.10509998966079248 100 GTEX 100 1e-05 0.0 5 208 0.0 -48 0.10485896671052541 0.10466871013999439 100 GTEX 100 1e-05 0.0 5 208 0.0 -49 0.10443800044649063 0.10424348114221269 100 GTEX 100 1e-05 0.0 5 208 0.0 -50 0.10402510461562839 0.10382592680902988 100 GTEX 100 1e-05 0.0 5 208 0.0 -51 0.10362001323921571 0.10341727790270468 100 GTEX 100 1e-05 0.0 5 208 0.0 -52 0.10322132826817883 0.10301615490432928 100 GTEX 100 1e-05 0.0 5 208 0.0 -53 0.10282878957045825 0.10261925590355586 100 GTEX 100 1e-05 0.0 5 208 0.0 -54 0.102441440500792 0.10222932274237331 100 GTEX 100 1e-05 0.0 5 208 0.0 -55 0.10205859204928752 0.10184247400824108 100 GTEX 100 1e-05 0.0 5 208 0.0 -56 0.10167987529061293 0.10146061155392642 100 GTEX 100 1e-05 0.0 5 208 0.0 -57 0.10130490156133966 0.10108230753089992 100 GTEX 100 1e-05 0.0 5 208 0.0 -58 0.10093158768007719 0.10070742811200284 100 GTEX 100 1e-05 0.0 5 208 0.0 -59 0.10056059053272963 0.10033307114028206 100 GTEX 100 1e-05 0.0 5 208 0.0 -60 0.10019142109535936 0.09996118722306459 100 GTEX 100 1e-05 0.0 5 208 0.0 -61 0.09982289233551593 0.09959036703912025 100 GTEX 100 1e-05 0.0 5 208 0.0 -62 0.09945419010157014 0.09921824133214842 100 GTEX 100 1e-05 0.0 5 208 0.0 -63 0.09908437834183165 0.09884719448624454 100 GTEX 100 1e-05 0.0 5 208 0.0 -64 0.09871468075848286 0.09847378676948439 100 GTEX 100 1e-05 0.0 5 208 0.0 -65 0.09834141822932602 0.098102570118333 100 GTEX 100 1e-05 0.0 5 208 0.0 -66 0.09796613686119628 0.09772650951328386 100 GTEX 100 1e-05 0.0 5 208 0.0 -67 0.0975867916054782 0.09734784987376217 100 GTEX 100 1e-05 0.0 5 208 0.0 -68 0.09720442269764368 0.09696646728783052 100 GTEX 100 1e-05 0.0 5 208 0.0 -69 0.09681858164532278 0.09658248515750066 100 GTEX 100 1e-05 0.0 5 208 0.0 -70 0.0964305450280201 0.09619715002439774 100 GTEX 100 1e-05 0.0 5 208 0.0 -71 0.09603963716535441 0.09580814631606237 100 GTEX 100 1e-05 0.0 5 208 0.0 -72 0.09564541707613582 0.09541570080777084 100 GTEX 100 1e-05 0.0 5 208 0.0 -73 0.09524793829641008 0.09501847542624056 100 GTEX 100 1e-05 0.0 5 208 0.0 -74 0.09484600440002966 0.09461707049562904 100 GTEX 100 1e-05 0.0 5 208 0.0 -75 0.09444051735741392 0.09421430596153998 100 GTEX 100 1e-05 0.0 5 208 0.0 -76 0.09403034679106073 0.09380544138498632 100 GTEX 100 1e-05 0.0 5 208 0.0 -77 0.09361508069102485 0.09339317186477067 100 GTEX 100 1e-05 0.0 5 208 0.0 -78 0.0931949692219417 0.0929750213151649 100 GTEX 100 1e-05 0.0 5 208 0.0 -79 0.09276850659133036 0.0925525247257472 100 GTEX 100 1e-05 0.0 5 208 0.0 -80 0.09233706749781291 0.09212287198114757 100 GTEX 100 1e-05 0.0 5 208 0.0 -81 0.09190073574802572 0.09168914532706765 100 GTEX 100 1e-05 0.0 5 208 0.0 -82 0.09145946746247993 0.09125120000127604 100 GTEX 100 1e-05 0.0 5 208 0.0 -83 0.09101388609115307 0.0908061971625901 100 GTEX 100 1e-05 0.0 5 208 0.0 -84 0.09056360071978097 0.0903560908744997 100 GTEX 100 1e-05 0.0 5 208 0.0 -85 0.09010869741370563 0.08990172412912202 100 GTEX 100 1e-05 0.0 5 208 0.0 -86 0.08964965332095243 0.08944259181675349 100 GTEX 100 1e-05 0.0 5 208 0.0 -87 0.08918524905842487 0.08897745294829285 100 GTEX 100 1e-05 0.0 5 208 0.0 -88 0.08871692288724022 0.08850827031262475 100 GTEX 100 1e-05 0.0 5 208 0.0 -89 0.08824417747110931 0.08803469112617435 100 GTEX 100 1e-05 0.0 5 208 0.0 -90 0.08776736913068475 0.08755682689268779 100 GTEX 100 1e-05 0.0 5 208 0.0 -91 0.08728710931332395 0.08707458486235187 100 GTEX 100 1e-05 0.0 5 208 0.0 -92 0.0868036993083234 0.08658972113418036 100 GTEX 100 1e-05 0.0 5 208 0.0 -93 0.08631782353418586 0.0861013445280804 100 GTEX 100 1e-05 0.0 5 208 0.0 -94 0.08583018260992126 0.08561088150445047 100 GTEX 100 1e-05 0.0 5 208 0.0 -95 0.08534149737113556 0.08511998059631753 100 GTEX 100 1e-05 0.0 5 208 0.0 -96 0.08485269574762284 0.08462968771788557 100 GTEX 100 1e-05 0.0 5 208 0.0 -97 0.08436485299659754 0.084138526351053 100 GTEX 100 1e-05 0.0 5 208 0.0 -98 0.08387880016984388 0.08365000078999951 100 GTEX 100 1e-05 0.0 5 208 0.0 -99 0.08339580914372186 0.08316495674644586 100 GTEX 100 1e-05 0.0 5 208 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00001lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00001lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 381d23331..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00001lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1647692691946755 0.16531744808978455 50 GTEX 100 1e-05 0.1 5 3838 0.0 -1 0.1626011255526097 0.16179192850911572 50 GTEX 100 1e-05 0.1 5 3838 0.0 -2 0.15818700972864616 0.15674133253188188 50 GTEX 100 1e-05 0.1 5 3838 0.0 -3 0.15282341717471162 0.15127384832603397 50 GTEX 100 1e-05 0.1 5 3838 0.0 -4 0.14735443208548038 0.14600764835402086 50 GTEX 100 1e-05 0.1 5 3838 0.0 -5 0.14237678943931256 0.1412408319319609 50 GTEX 100 1e-05 0.1 5 3838 0.0 -6 0.13781539438813972 0.13702298921777267 50 GTEX 100 1e-05 0.1 5 3838 0.0 -7 0.13389719260227495 0.13333488929974263 50 GTEX 100 1e-05 0.1 5 3838 0.0 -8 0.130503527774464 0.13011148938831268 50 GTEX 100 1e-05 0.1 5 3838 0.0 -9 0.12750300100804937 0.12728806611986215 50 GTEX 100 1e-05 0.1 5 3838 0.0 -10 0.12477354342051994 0.12479339109400833 50 GTEX 100 1e-05 0.1 5 3838 0.0 -11 0.12246114007079564 0.12257912334323835 50 GTEX 100 1e-05 0.1 5 3838 0.0 -12 0.12045230728744188 0.12059249182164443 50 GTEX 100 1e-05 0.1 5 3838 0.0 -13 0.11855726797707018 0.11880560066310172 50 GTEX 100 1e-05 0.1 5 3838 0.0 -14 0.1168360466266794 0.11718642102561523 50 GTEX 100 1e-05 0.1 5 3838 0.0 -15 0.11528266779507833 0.11569302301046513 50 GTEX 100 1e-05 0.1 5 3838 0.0 -16 0.11389168607035824 0.11432548657682912 50 GTEX 100 1e-05 0.1 5 3838 0.0 -17 0.11264000172422141 0.11306154831337385 50 GTEX 100 1e-05 0.1 5 3838 0.0 -18 0.11134829017621632 0.11188628923983629 50 GTEX 100 1e-05 0.1 5 3838 0.0 -19 0.11024892584136337 0.11079720696682259 50 GTEX 100 1e-05 0.1 5 3838 0.0 -20 0.10911557923684065 0.10976458867806446 50 GTEX 100 1e-05 0.1 5 3838 0.0 -21 0.10817580999480113 0.10879861447294402 50 GTEX 100 1e-05 0.1 5 3838 0.0 -22 0.10729957419563979 0.10788445034464503 50 GTEX 100 1e-05 0.1 5 3838 0.0 -23 0.10637205628239643 0.10701242501461461 50 GTEX 100 1e-05 0.1 5 3838 0.0 -24 0.10548897175403814 0.10618562490711193 50 GTEX 100 1e-05 0.1 5 3838 0.0 -25 0.10468027090886534 0.10539436744023185 50 GTEX 100 1e-05 0.1 5 3838 0.0 -26 0.10390810190756167 0.1046173174656616 50 GTEX 100 1e-05 0.1 5 3838 0.0 -27 0.10322309993943304 0.10387169864354479 50 GTEX 100 1e-05 0.1 5 3838 0.0 -28 0.10250009076845511 0.10314631990436819 50 GTEX 100 1e-05 0.1 5 3838 0.0 -29 0.10178002954045634 0.10243693273160394 50 GTEX 100 1e-05 0.1 5 3838 0.0 -30 0.10099532855162087 0.10173721889125983 50 GTEX 100 1e-05 0.1 5 3838 0.0 -31 0.10027922017575948 0.10104522832842834 50 GTEX 100 1e-05 0.1 5 3838 0.0 -32 0.09959105909928433 0.10035577158624229 50 GTEX 100 1e-05 0.1 5 3838 0.0 -33 0.09893893917350215 0.09966767322937799 50 GTEX 100 1e-05 0.1 5 3838 0.0 -34 0.09825137384441267 0.09897654969599311 50 GTEX 100 1e-05 0.1 5 3838 0.0 -35 0.09758553611929369 0.09827868753739637 50 GTEX 100 1e-05 0.1 5 3838 0.0 -36 0.09691546909456786 0.09757808010897709 50 GTEX 100 1e-05 0.1 5 3838 0.0 -37 0.09622287646359422 0.09687311455834048 50 GTEX 100 1e-05 0.1 5 3838 0.0 -38 0.09546581718543773 0.09616093617994975 50 GTEX 100 1e-05 0.1 5 3838 0.0 -39 0.0947748055319367 0.09543894654841024 50 GTEX 100 1e-05 0.1 5 3838 0.0 -40 0.0940346841040176 0.09469755862205655 50 GTEX 100 1e-05 0.1 5 3838 0.0 -41 0.09327752552230041 0.0939439272529272 50 GTEX 100 1e-05 0.1 5 3838 0.0 -42 0.0925821888709038 0.09317210747261917 50 GTEX 100 1e-05 0.1 5 3838 0.0 -43 0.09182045992030581 0.09237732242495388 50 GTEX 100 1e-05 0.1 5 3838 0.0 -44 0.0909760019090607 0.09156392585528668 50 GTEX 100 1e-05 0.1 5 3838 0.0 -45 0.0901829728505875 0.09072885363444176 50 GTEX 100 1e-05 0.1 5 3838 0.0 -46 0.08932588781303245 0.08986745634516383 50 GTEX 100 1e-05 0.1 5 3838 0.0 -47 0.08843538874735282 0.08898615137365834 50 GTEX 100 1e-05 0.1 5 3838 0.0 -48 0.08752082599998087 0.0880863907332656 50 GTEX 100 1e-05 0.1 5 3838 0.0 -49 0.08663926148214397 0.08716926247788019 50 GTEX 100 1e-05 0.1 5 3838 0.0 -50 0.0858408283531584 0.08624461458946363 50 GTEX 100 1e-05 0.1 5 3838 0.0 -51 0.0848773202069007 0.0853173206967546 50 GTEX 100 1e-05 0.1 5 3838 0.0 -52 0.08394204275911783 0.08438744788330771 50 GTEX 100 1e-05 0.1 5 3838 0.0 -53 0.08308317525888982 0.08346310892485848 50 GTEX 100 1e-05 0.1 5 3838 0.0 -54 0.08221017483913422 0.08255360150858476 50 GTEX 100 1e-05 0.1 5 3838 0.0 -55 0.081281833723699 0.08166064255421153 50 GTEX 100 1e-05 0.1 5 3838 0.0 -56 0.08051565202454573 0.08079967528808253 50 GTEX 100 1e-05 0.1 5 3838 0.0 -57 0.07955334924875249 0.079968130534706 50 GTEX 100 1e-05 0.1 5 3838 0.0 -58 0.07892804088928235 0.07917993828767605 50 GTEX 100 1e-05 0.1 5 3838 0.0 -59 0.07815393394450898 0.0784282999771856 50 GTEX 100 1e-05 0.1 5 3838 0.0 -60 0.0773852906174414 0.07771873649762158 50 GTEX 100 1e-05 0.1 5 3838 0.0 -61 0.07670272168217106 0.07705355177814063 50 GTEX 100 1e-05 0.1 5 3838 0.0 -62 0.07623204561030082 0.07643383941099671 50 GTEX 100 1e-05 0.1 5 3838 0.0 -63 0.07553822015732561 0.07585426876073555 50 GTEX 100 1e-05 0.1 5 3838 0.0 -64 0.07504660288015388 0.075317717621195 50 GTEX 100 1e-05 0.1 5 3838 0.0 -65 0.07462117766989591 0.07482331716402402 50 GTEX 100 1e-05 0.1 5 3838 0.0 -66 0.07397526919879542 0.07435800456672113 50 GTEX 100 1e-05 0.1 5 3838 0.0 -67 0.07364614663449465 0.07393343396796473 50 GTEX 100 1e-05 0.1 5 3838 0.0 -68 0.07317948096453533 0.07353963991874977 50 GTEX 100 1e-05 0.1 5 3838 0.0 -69 0.07289491707717427 0.07317423457881797 50 GTEX 100 1e-05 0.1 5 3838 0.0 -70 0.07259502374025337 0.07283828284293979 50 GTEX 100 1e-05 0.1 5 3838 0.0 -71 0.07222663825475213 0.07252771625500667 50 GTEX 100 1e-05 0.1 5 3838 0.0 -72 0.07193820186378813 0.07223980022530592 50 GTEX 100 1e-05 0.1 5 3838 0.0 -73 0.07169759474215442 0.07197200047992482 50 GTEX 100 1e-05 0.1 5 3838 0.0 -74 0.0715201701408167 0.07172590844021551 50 GTEX 100 1e-05 0.1 5 3838 0.0 -75 0.07119280831705142 0.0714940677464235 50 GTEX 100 1e-05 0.1 5 3838 0.0 -76 0.07100547362739514 0.07127765921642118 50 GTEX 100 1e-05 0.1 5 3838 0.0 -77 0.07080247635742899 0.07107222893278861 50 GTEX 100 1e-05 0.1 5 3838 0.0 -78 0.07047723406408145 0.07087992907930236 50 GTEX 100 1e-05 0.1 5 3838 0.0 -79 0.07045196863883928 0.07069869853641143 50 GTEX 100 1e-05 0.1 5 3838 0.0 -80 0.07029919946937888 0.07052807310178252 50 GTEX 100 1e-05 0.1 5 3838 0.0 -81 0.07010393526302391 0.07036320766002054 50 GTEX 100 1e-05 0.1 5 3838 0.0 -82 0.070035522881381 0.07020938767566427 50 GTEX 100 1e-05 0.1 5 3838 0.0 -83 0.06979435793107121 0.07006078153961964 50 GTEX 100 1e-05 0.1 5 3838 0.0 -84 0.06962809315830976 0.0699160113477435 50 GTEX 100 1e-05 0.1 5 3838 0.0 -85 0.06953728601479714 0.06977929629583776 50 GTEX 100 1e-05 0.1 5 3838 0.0 -86 0.06942909676512758 0.06964179640458791 50 GTEX 100 1e-05 0.1 5 3838 0.0 -87 0.06926648204809159 0.06950942836985162 50 GTEX 100 1e-05 0.1 5 3838 0.0 -88 0.06921410263355951 0.06937893247763013 50 GTEX 100 1e-05 0.1 5 3838 0.0 -89 0.0690401544430647 0.06924985140958666 50 GTEX 100 1e-05 0.1 5 3838 0.0 -90 0.06895336766337799 0.06912086498941306 50 GTEX 100 1e-05 0.1 5 3838 0.0 -91 0.0687515024779288 0.06899695410021357 50 GTEX 100 1e-05 0.1 5 3838 0.0 -92 0.06878119629587508 0.06887569602848005 50 GTEX 100 1e-05 0.1 5 3838 0.0 -93 0.06858297552568325 0.06875472636220573 50 GTEX 100 1e-05 0.1 5 3838 0.0 -94 0.06846239710478694 0.06863404323166314 50 GTEX 100 1e-05 0.1 5 3838 0.0 -95 0.06832926640106227 0.0685162862599916 50 GTEX 100 1e-05 0.1 5 3838 0.0 -96 0.06819283886500481 0.06840118022897625 50 GTEX 100 1e-05 0.1 5 3838 0.0 -97 0.06821514852128563 0.06829159412207259 50 GTEX 100 1e-05 0.1 5 3838 0.0 -98 0.06812073982676747 0.06818297797169522 50 GTEX 100 1e-05 0.1 5 3838 0.0 -99 0.06794516858627568 0.06807222569311754 50 GTEX 100 1e-05 0.1 5 3838 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00001lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00001lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 37bfab534..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00001lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16498680624945988 0.16404896886743067 50 GTEX 100 1e-05 0.5 5 3590 0.0 -1 0.16319814882680633 0.1606949219345593 50 GTEX 100 1e-05 0.5 5 3590 0.0 -2 0.15930471478715372 0.1557181537321312 50 GTEX 100 1e-05 0.5 5 3590 0.0 -3 0.15459656954642723 0.15029895716407 50 GTEX 100 1e-05 0.5 5 3590 0.0 -4 0.1498422012594039 0.14506090327587418 50 GTEX 100 1e-05 0.5 5 3590 0.0 -5 0.14553150718474295 0.14030574650252273 50 GTEX 100 1e-05 0.5 5 3590 0.0 -6 0.14147000412219704 0.13602820084122197 50 GTEX 100 1e-05 0.5 5 3590 0.0 -7 0.13806246876168857 0.13230539599129001 50 GTEX 100 1e-05 0.5 5 3590 0.0 -8 0.13499546707073135 0.12898920339039976 50 GTEX 100 1e-05 0.5 5 3590 0.0 -9 0.132281199475396 0.1261456004368715 50 GTEX 100 1e-05 0.5 5 3590 0.0 -10 0.12993869870457236 0.12357708420816936 50 GTEX 100 1e-05 0.5 5 3590 0.0 -11 0.12813908284961126 0.1212933436885986 50 GTEX 100 1e-05 0.5 5 3590 0.0 -12 0.12601819426510721 0.11927908306282736 50 GTEX 100 1e-05 0.5 5 3590 0.0 -13 0.12436044827187037 0.11741171746086258 50 GTEX 100 1e-05 0.5 5 3590 0.0 -14 0.12254790725089862 0.1157460343588441 50 GTEX 100 1e-05 0.5 5 3590 0.0 -15 0.12129995638699999 0.11421050199311042 50 GTEX 100 1e-05 0.5 5 3590 0.0 -16 0.12010169953652441 0.11279362525096864 50 GTEX 100 1e-05 0.5 5 3590 0.0 -17 0.11884269342054671 0.11154499206649486 50 GTEX 100 1e-05 0.5 5 3590 0.0 -18 0.11749965626696442 0.1102960076565525 50 GTEX 100 1e-05 0.5 5 3590 0.0 -19 0.11648158940938252 0.10919283643478223 50 GTEX 100 1e-05 0.5 5 3590 0.0 -20 0.11537072075871463 0.10817554594502703 50 GTEX 100 1e-05 0.5 5 3590 0.0 -21 0.11455568763778343 0.10718049903616253 50 GTEX 100 1e-05 0.5 5 3590 0.0 -22 0.11380069952895325 0.10623862615612976 50 GTEX 100 1e-05 0.5 5 3590 0.0 -23 0.11274745958454194 0.1053800760793142 50 GTEX 100 1e-05 0.5 5 3590 0.0 -24 0.11164847711653848 0.1045590482170591 50 GTEX 100 1e-05 0.5 5 3590 0.0 -25 0.11099231022772019 0.10375799371829052 50 GTEX 100 1e-05 0.5 5 3590 0.0 -26 0.11020163310119364 0.10300589796198185 50 GTEX 100 1e-05 0.5 5 3590 0.0 -27 0.10943062884355909 0.1023002818878386 50 GTEX 100 1e-05 0.5 5 3590 0.0 -28 0.10848668236153625 0.10158900212595671 50 GTEX 100 1e-05 0.5 5 3590 0.0 -29 0.10776338762012168 0.10091925538481415 50 GTEX 100 1e-05 0.5 5 3590 0.0 -30 0.10743501315801766 0.10026124876148347 50 GTEX 100 1e-05 0.5 5 3590 0.0 -31 0.10682482715155817 0.0996243161903588 50 GTEX 100 1e-05 0.5 5 3590 0.0 -32 0.10598713480344579 0.09900120556524498 50 GTEX 100 1e-05 0.5 5 3590 0.0 -33 0.10534612428752273 0.09839007732929386 50 GTEX 100 1e-05 0.5 5 3590 0.0 -34 0.10471359102284253 0.09779103744789222 50 GTEX 100 1e-05 0.5 5 3590 0.0 -35 0.10404003711616626 0.0971977838205294 50 GTEX 100 1e-05 0.5 5 3590 0.0 -36 0.10349363190367593 0.09660839118035121 50 GTEX 100 1e-05 0.5 5 3590 0.0 -37 0.10298603401650493 0.09602710992777755 50 GTEX 100 1e-05 0.5 5 3590 0.0 -38 0.10222121109957552 0.0954372616406856 50 GTEX 100 1e-05 0.5 5 3590 0.0 -39 0.10124513103312949 0.0948375173819609 50 GTEX 100 1e-05 0.5 5 3590 0.0 -40 0.10118952984651593 0.09425217821174248 50 GTEX 100 1e-05 0.5 5 3590 0.0 -41 0.1003447538779859 0.09364653625189125 50 GTEX 100 1e-05 0.5 5 3590 0.0 -42 0.09930225406394937 0.09303551532696408 50 GTEX 100 1e-05 0.5 5 3590 0.0 -43 0.09856227097820931 0.09240391521852732 50 GTEX 100 1e-05 0.5 5 3590 0.0 -44 0.09811559534348643 0.09175346453210247 50 GTEX 100 1e-05 0.5 5 3590 0.0 -45 0.09744981889697281 0.09109933415123266 50 GTEX 100 1e-05 0.5 5 3590 0.0 -46 0.09687749241257691 0.09042564943829416 50 GTEX 100 1e-05 0.5 5 3590 0.0 -47 0.09588915655029176 0.08972768638523812 50 GTEX 100 1e-05 0.5 5 3590 0.0 -48 0.0951587166816226 0.08900498409008345 50 GTEX 100 1e-05 0.5 5 3590 0.0 -49 0.09469457604388469 0.08827785630586482 50 GTEX 100 1e-05 0.5 5 3590 0.0 -50 0.0938945377071027 0.0875334877081697 50 GTEX 100 1e-05 0.5 5 3590 0.0 -51 0.09302919790081053 0.08676200949307177 50 GTEX 100 1e-05 0.5 5 3590 0.0 -52 0.09256406714253382 0.08599117695718664 50 GTEX 100 1e-05 0.5 5 3590 0.0 -53 0.0914675266210124 0.08520652331100217 50 GTEX 100 1e-05 0.5 5 3590 0.0 -54 0.09114040164417635 0.08441606692318228 50 GTEX 100 1e-05 0.5 5 3590 0.0 -55 0.08999441670879739 0.08360653551925724 50 GTEX 100 1e-05 0.5 5 3590 0.0 -56 0.08926226937356564 0.08280851961088724 50 GTEX 100 1e-05 0.5 5 3590 0.0 -57 0.08810302987970192 0.08200152582372096 50 GTEX 100 1e-05 0.5 5 3590 0.0 -58 0.08802071610687778 0.08121891726275814 50 GTEX 100 1e-05 0.5 5 3590 0.0 -59 0.0872247466394286 0.08045295199570547 50 GTEX 100 1e-05 0.5 5 3590 0.0 -60 0.08667061905715714 0.07970461171446191 50 GTEX 100 1e-05 0.5 5 3590 0.0 -61 0.08585645136519522 0.07896930323524166 50 GTEX 100 1e-05 0.5 5 3590 0.0 -62 0.0850706966106902 0.07825677068514515 50 GTEX 100 1e-05 0.5 5 3590 0.0 -63 0.08435824177462738 0.07757125906787898 50 GTEX 100 1e-05 0.5 5 3590 0.0 -64 0.08391139725483092 0.07690919553259026 50 GTEX 100 1e-05 0.5 5 3590 0.0 -65 0.08313683633304668 0.07626754709806279 50 GTEX 100 1e-05 0.5 5 3590 0.0 -66 0.08297320252580125 0.07567043771025346 50 GTEX 100 1e-05 0.5 5 3590 0.0 -67 0.08222685389364737 0.07510293340275043 50 GTEX 100 1e-05 0.5 5 3590 0.0 -68 0.08200636841108848 0.07456057653284345 50 GTEX 100 1e-05 0.5 5 3590 0.0 -69 0.08135248775657586 0.07404905547717225 50 GTEX 100 1e-05 0.5 5 3590 0.0 -70 0.08082144258848223 0.0735603075035398 50 GTEX 100 1e-05 0.5 5 3590 0.0 -71 0.08056871546407782 0.0731098440550126 50 GTEX 100 1e-05 0.5 5 3590 0.0 -72 0.07982920517579699 0.07268714005332935 50 GTEX 100 1e-05 0.5 5 3590 0.0 -73 0.07977258731350673 0.07230449746940072 50 GTEX 100 1e-05 0.5 5 3590 0.0 -74 0.07974187763915641 0.07194293099154538 50 GTEX 100 1e-05 0.5 5 3590 0.0 -75 0.07905031713435047 0.07160122565103574 50 GTEX 100 1e-05 0.5 5 3590 0.0 -76 0.07865720968904019 0.07128013370154929 50 GTEX 100 1e-05 0.5 5 3590 0.0 -77 0.07804001258078026 0.07097584834966823 50 GTEX 100 1e-05 0.5 5 3590 0.0 -78 0.07806894286335289 0.0706993193496656 50 GTEX 100 1e-05 0.5 5 3590 0.0 -79 0.07758221141911364 0.07044529899274896 50 GTEX 100 1e-05 0.5 5 3590 0.0 -80 0.07699870621722364 0.07020892099452562 50 GTEX 100 1e-05 0.5 5 3590 0.0 -81 0.07719112322516712 0.06999770090862145 50 GTEX 100 1e-05 0.5 5 3590 0.0 -82 0.07681325998806936 0.06979242780957612 50 GTEX 100 1e-05 0.5 5 3590 0.0 -83 0.07649265276764922 0.06961107081220178 50 GTEX 100 1e-05 0.5 5 3590 0.0 -84 0.07648310534718221 0.06944179877695475 50 GTEX 100 1e-05 0.5 5 3590 0.0 -85 0.07655929996217582 0.06928743127407683 50 GTEX 100 1e-05 0.5 5 3590 0.0 -86 0.0763785262693759 0.06914773346155088 50 GTEX 100 1e-05 0.5 5 3590 0.0 -87 0.07600659903151075 0.06901066862896595 50 GTEX 100 1e-05 0.5 5 3590 0.0 -88 0.07591606655801578 0.06888470875927931 50 GTEX 100 1e-05 0.5 5 3590 0.0 -89 0.07573645331577022 0.06877182727899162 50 GTEX 100 1e-05 0.5 5 3590 0.0 -90 0.07549673483032251 0.06866849288910967 50 GTEX 100 1e-05 0.5 5 3590 0.0 -91 0.07555888628297312 0.06857692305097789 50 GTEX 100 1e-05 0.5 5 3590 0.0 -92 0.07546098658889201 0.06849232075218918 50 GTEX 100 1e-05 0.5 5 3590 0.0 -93 0.07507133889509328 0.06840884526164587 50 GTEX 100 1e-05 0.5 5 3590 0.0 -94 0.07498546748065868 0.068324900150809 50 GTEX 100 1e-05 0.5 5 3590 0.0 -95 0.07479107556832156 0.06825289368176188 50 GTEX 100 1e-05 0.5 5 3590 0.0 -96 0.07475368336379824 0.06818948371668732 50 GTEX 100 1e-05 0.5 5 3590 0.0 -97 0.0745431676631343 0.0681315267408982 50 GTEX 100 1e-05 0.5 5 3590 0.0 -98 0.074384144122798 0.06807128927128624 50 GTEX 100 1e-05 0.5 5 3590 0.0 -99 0.07429825056517805 0.06801561964498727 50 GTEX 100 1e-05 0.5 5 3590 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00001lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00001lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 9b6e8289b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00001lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16490411680981515 0.1638059980402428 50 GTEX 100 1e-05 0.0 5 477 0.0 -1 0.16268080760045756 0.16017422745776266 50 GTEX 100 1e-05 0.0 5 477 0.0 -2 0.15818928562248724 0.15495423261543645 50 GTEX 100 1e-05 0.0 5 477 0.0 -3 0.1527429395619423 0.14932592332136496 50 GTEX 100 1e-05 0.0 5 477 0.0 -4 0.1472298073185602 0.14392944501833319 50 GTEX 100 1e-05 0.0 5 477 0.0 -5 0.1421082836072221 0.1390471400926775 50 GTEX 100 1e-05 0.0 5 477 0.0 -6 0.13754104988223914 0.13475134124547355 50 GTEX 100 1e-05 0.0 5 477 0.0 -7 0.13354131557362955 0.1310076978156775 50 GTEX 100 1e-05 0.0 5 477 0.0 -8 0.13005683327522047 0.12774549264588284 50 GTEX 100 1e-05 0.0 5 477 0.0 -9 0.12701563457318465 0.12489974760793915 50 GTEX 100 1e-05 0.0 5 477 0.0 -10 0.1243463990503724 0.12239299744310941 50 GTEX 100 1e-05 0.0 5 477 0.0 -11 0.1219876318551412 0.12017249916556216 50 GTEX 100 1e-05 0.0 5 477 0.0 -12 0.11988602690079955 0.11818897911124357 50 GTEX 100 1e-05 0.0 5 477 0.0 -13 0.11800170632291145 0.11640837808412291 50 GTEX 100 1e-05 0.0 5 477 0.0 -14 0.11629828534689023 0.11479215571805551 50 GTEX 100 1e-05 0.0 5 477 0.0 -15 0.11474761796549153 0.1133189661137958 50 GTEX 100 1e-05 0.0 5 477 0.0 -16 0.11332746728699097 0.11196668736438334 50 GTEX 100 1e-05 0.0 5 477 0.0 -17 0.11201847708548238 0.11071853469986426 50 GTEX 100 1e-05 0.0 5 477 0.0 -18 0.11080572632316225 0.10955812689979266 50 GTEX 100 1e-05 0.0 5 477 0.0 -19 0.10967592871106009 0.10847641648051856 50 GTEX 100 1e-05 0.0 5 477 0.0 -20 0.1086176100866878 0.1074596598546088 50 GTEX 100 1e-05 0.0 5 477 0.0 -21 0.1076194686834621 0.1064956141317072 50 GTEX 100 1e-05 0.0 5 477 0.0 -22 0.10667461493368623 0.10558392963028679 50 GTEX 100 1e-05 0.0 5 477 0.0 -23 0.10577699095813503 0.1047002935760828 50 GTEX 100 1e-05 0.0 5 477 0.0 -24 0.10491741159101518 0.10385795369630985 50 GTEX 100 1e-05 0.0 5 477 0.0 -25 0.10409071854676442 0.1030354339331955 50 GTEX 100 1e-05 0.0 5 477 0.0 -26 0.10329201190977473 0.10224239294463237 50 GTEX 100 1e-05 0.0 5 477 0.0 -27 0.10251567930099616 0.10146478791597224 50 GTEX 100 1e-05 0.0 5 477 0.0 -28 0.10176076987618389 0.10071081472666998 50 GTEX 100 1e-05 0.0 5 477 0.0 -29 0.10102153759206929 0.0999648464496598 50 GTEX 100 1e-05 0.0 5 477 0.0 -30 0.10029538738553799 0.0992316046991729 50 GTEX 100 1e-05 0.0 5 477 0.0 -31 0.09957870747766161 0.09850790112247486 50 GTEX 100 1e-05 0.0 5 477 0.0 -32 0.09886954157672538 0.09778529831948389 50 GTEX 100 1e-05 0.0 5 477 0.0 -33 0.09816480047305887 0.09707075712968641 50 GTEX 100 1e-05 0.0 5 477 0.0 -34 0.09746214160716331 0.09635288031778862 50 GTEX 100 1e-05 0.0 5 477 0.0 -35 0.09675779058668321 0.09563437301113124 50 GTEX 100 1e-05 0.0 5 477 0.0 -36 0.09605079443695 0.09490624364791261 50 GTEX 100 1e-05 0.0 5 477 0.0 -37 0.09533741276030859 0.09417949125397342 50 GTEX 100 1e-05 0.0 5 477 0.0 -38 0.09461624430221201 0.09344120822251976 50 GTEX 100 1e-05 0.0 5 477 0.0 -39 0.0938851715686191 0.09268819352349854 50 GTEX 100 1e-05 0.0 5 477 0.0 -40 0.09313968079601609 0.09193163680996279 50 GTEX 100 1e-05 0.0 5 477 0.0 -41 0.09238024145519014 0.09114514128393547 50 GTEX 100 1e-05 0.0 5 477 0.0 -42 0.09160253698100909 0.09035403510916823 50 GTEX 100 1e-05 0.0 5 477 0.0 -43 0.09080459785849262 0.08953537806131993 50 GTEX 100 1e-05 0.0 5 477 0.0 -44 0.08998410199028367 0.08869532361173357 50 GTEX 100 1e-05 0.0 5 477 0.0 -45 0.08914043360128188 0.08783342547629723 50 GTEX 100 1e-05 0.0 5 477 0.0 -46 0.08827209190750898 0.08694715085421678 50 GTEX 100 1e-05 0.0 5 477 0.0 -47 0.08737973943927213 0.0860408617346459 50 GTEX 100 1e-05 0.0 5 477 0.0 -48 0.0864638195395646 0.08511143006356044 50 GTEX 100 1e-05 0.0 5 477 0.0 -49 0.08552853333713312 0.08416462239203798 50 GTEX 100 1e-05 0.0 5 477 0.0 -50 0.08457671429006101 0.08320302299503592 50 GTEX 100 1e-05 0.0 5 477 0.0 -51 0.08361510886169606 0.08223716865077671 50 GTEX 100 1e-05 0.0 5 477 0.0 -52 0.08265223258322618 0.08127307846518977 50 GTEX 100 1e-05 0.0 5 477 0.0 -53 0.08169590620719683 0.08032340734857117 50 GTEX 100 1e-05 0.0 5 477 0.0 -54 0.08075523381186876 0.0793935795643937 50 GTEX 100 1e-05 0.0 5 477 0.0 -55 0.07984036908578354 0.07849303436086659 50 GTEX 100 1e-05 0.0 5 477 0.0 -56 0.07895887733132255 0.07763250006412371 50 GTEX 100 1e-05 0.0 5 477 0.0 -57 0.07811772409998478 0.07681819967953878 50 GTEX 100 1e-05 0.0 5 477 0.0 -58 0.07732306755595189 0.07605305705007039 50 GTEX 100 1e-05 0.0 5 477 0.0 -59 0.07657712392782075 0.07534024252524395 50 GTEX 100 1e-05 0.0 5 477 0.0 -60 0.07588172751044325 0.07467952302653527 50 GTEX 100 1e-05 0.0 5 477 0.0 -61 0.07523449309964335 0.07406775272334483 50 GTEX 100 1e-05 0.0 5 477 0.0 -62 0.07463535182536107 0.07350228324589167 50 GTEX 100 1e-05 0.0 5 477 0.0 -63 0.07408060925814271 0.07298269775827121 50 GTEX 100 1e-05 0.0 5 477 0.0 -64 0.0735686278568599 0.07250159453359847 50 GTEX 100 1e-05 0.0 5 477 0.0 -65 0.07309494637408553 0.0720600143868207 50 GTEX 100 1e-05 0.0 5 477 0.0 -66 0.07265576755574277 0.07165157902603367 50 GTEX 100 1e-05 0.0 5 477 0.0 -67 0.07224791710624741 0.07127113837196346 50 GTEX 100 1e-05 0.0 5 477 0.0 -68 0.07186934309107985 0.07092047872255511 50 GTEX 100 1e-05 0.0 5 477 0.0 -69 0.07151659378736465 0.07059162920305484 50 GTEX 100 1e-05 0.0 5 477 0.0 -70 0.07118789419993007 0.07028645434250397 50 GTEX 100 1e-05 0.0 5 477 0.0 -71 0.07088134916928372 0.07000335807356091 50 GTEX 100 1e-05 0.0 5 477 0.0 -72 0.07059490935920447 0.06973793898698495 50 GTEX 100 1e-05 0.0 5 477 0.0 -73 0.07032541909937913 0.06948795722011378 50 GTEX 100 1e-05 0.0 5 477 0.0 -74 0.07007216449126127 0.06925260764281106 50 GTEX 100 1e-05 0.0 5 477 0.0 -75 0.06983182850638425 0.06903084890187466 50 GTEX 100 1e-05 0.0 5 477 0.0 -76 0.06960418939966642 0.06881856360249647 50 GTEX 100 1e-05 0.0 5 477 0.0 -77 0.06938722412519725 0.06861707674403154 50 GTEX 100 1e-05 0.0 5 477 0.0 -78 0.06917901883603994 0.06842290588828094 50 GTEX 100 1e-05 0.0 5 477 0.0 -79 0.06897993377449521 0.06823628106837944 50 GTEX 100 1e-05 0.0 5 477 0.0 -80 0.06878797018636276 0.06805747146842145 50 GTEX 100 1e-05 0.0 5 477 0.0 -81 0.06860257301676723 0.06788337933954858 50 GTEX 100 1e-05 0.0 5 477 0.0 -82 0.06842380346482642 0.0677153609494746 50 GTEX 100 1e-05 0.0 5 477 0.0 -83 0.0682506548458978 0.0675512966646781 50 GTEX 100 1e-05 0.0 5 477 0.0 -84 0.0680826812788956 0.06739164313067728 50 GTEX 100 1e-05 0.0 5 477 0.0 -85 0.06791926649998899 0.06723594754056106 50 GTEX 100 1e-05 0.0 5 477 0.0 -86 0.06776054120796011 0.06708391095748872 50 GTEX 100 1e-05 0.0 5 477 0.0 -87 0.0676065249701255 0.06693696984914999 50 GTEX 100 1e-05 0.0 5 477 0.0 -88 0.0674573369135326 0.06679407781266214 50 GTEX 100 1e-05 0.0 5 477 0.0 -89 0.06731242962512897 0.06665613269256322 50 GTEX 100 1e-05 0.0 5 477 0.0 -90 0.06717190820595097 0.06652142853253015 50 GTEX 100 1e-05 0.0 5 477 0.0 -91 0.06703596889777509 0.06639119412594195 50 GTEX 100 1e-05 0.0 5 477 0.0 -92 0.06690390549306571 0.06626679513872576 50 GTEX 100 1e-05 0.0 5 477 0.0 -93 0.06677660079472443 0.06614649686749897 50 GTEX 100 1e-05 0.0 5 477 0.0 -94 0.06665367807268631 0.06602960609664482 50 GTEX 100 1e-05 0.0 5 477 0.0 -95 0.06653453651518558 0.06591510388136136 50 GTEX 100 1e-05 0.0 5 477 0.0 -96 0.06641867061721003 0.06580411734859754 50 GTEX 100 1e-05 0.0 5 477 0.0 -97 0.0663061174392398 0.06569633872988333 50 GTEX 100 1e-05 0.0 5 477 0.0 -98 0.06619466384757694 0.06559314266442119 50 GTEX 100 1e-05 0.0 5 477 0.0 -99 0.06608415215741598 0.06548904609855817 50 GTEX 100 1e-05 0.0 5 477 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00005lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00005lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 142c27d3b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00005lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1637227723562467 0.1601809965793624 100 GTEX 100 5e-05 0.1 5 8116 0.0 -1 0.1532459588835707 0.14573905795472655 100 GTEX 100 5e-05 0.1 5 8116 0.0 -2 0.1394069555919022 0.1333544422011865 100 GTEX 100 5e-05 0.1 5 8116 0.0 -3 0.12909593152416865 0.12497700535525841 100 GTEX 100 5e-05 0.1 5 8116 0.0 -4 0.12218331843079415 0.11923183305295249 100 GTEX 100 5e-05 0.1 5 8116 0.0 -5 0.11719139865815507 0.11504649937492813 100 GTEX 100 5e-05 0.1 5 8116 0.0 -6 0.11351775188950106 0.1118225607695235 100 GTEX 100 5e-05 0.1 5 8116 0.0 -7 0.11061874494858474 0.1092090582892922 100 GTEX 100 5e-05 0.1 5 8116 0.0 -8 0.10817180363022816 0.10700074203680676 100 GTEX 100 5e-05 0.1 5 8116 0.0 -9 0.10608975199943764 0.10505862644530067 100 GTEX 100 5e-05 0.1 5 8116 0.0 -10 0.10419166966638432 0.10328128574125667 100 GTEX 100 5e-05 0.1 5 8116 0.0 -11 0.10242119506812088 0.1015879033636231 100 GTEX 100 5e-05 0.1 5 8116 0.0 -12 0.10071589433745194 0.09992011067078595 100 GTEX 100 5e-05 0.1 5 8116 0.0 -13 0.09903430798397632 0.0981976309713302 100 GTEX 100 5e-05 0.1 5 8116 0.0 -14 0.09716986012557019 0.09634677700330097 100 GTEX 100 5e-05 0.1 5 8116 0.0 -15 0.09531383261791287 0.09432841806244034 100 GTEX 100 5e-05 0.1 5 8116 0.0 -16 0.09320672231332747 0.0921275357046508 100 GTEX 100 5e-05 0.1 5 8116 0.0 -17 0.09099274263253393 0.08972633301418544 100 GTEX 100 5e-05 0.1 5 8116 0.0 -18 0.08851076779174644 0.0871484104841381 100 GTEX 100 5e-05 0.1 5 8116 0.0 -19 0.08602356425595407 0.0844759341655122 100 GTEX 100 5e-05 0.1 5 8116 0.0 -20 0.08331472248710976 0.08185829927599475 100 GTEX 100 5e-05 0.1 5 8116 0.0 -21 0.08093521153680044 0.0794656621752583 100 GTEX 100 5e-05 0.1 5 8116 0.0 -22 0.07882265280607548 0.07739503069748897 100 GTEX 100 5e-05 0.1 5 8116 0.0 -23 0.07696310548186365 0.07572020536479841 100 GTEX 100 5e-05 0.1 5 8116 0.0 -24 0.07550729009783909 0.07441316901957581 100 GTEX 100 5e-05 0.1 5 8116 0.0 -25 0.07423586533964152 0.07337590573291815 100 GTEX 100 5e-05 0.1 5 8116 0.0 -26 0.07355336615823825 0.07257037723132413 100 GTEX 100 5e-05 0.1 5 8116 0.0 -27 0.07264396564876995 0.07193108268450421 100 GTEX 100 5e-05 0.1 5 8116 0.0 -28 0.07212518167773382 0.07139869881333508 100 GTEX 100 5e-05 0.1 5 8116 0.0 -29 0.07170667528029517 0.07094996363037892 100 GTEX 100 5e-05 0.1 5 8116 0.0 -30 0.07118777802218551 0.07058899124425627 100 GTEX 100 5e-05 0.1 5 8116 0.0 -31 0.07097121134669523 0.07029228603658567 100 GTEX 100 5e-05 0.1 5 8116 0.0 -32 0.07064576744262 0.07002414910285645 100 GTEX 100 5e-05 0.1 5 8116 0.0 -33 0.07031360116543381 0.06976713733074782 100 GTEX 100 5e-05 0.1 5 8116 0.0 -34 0.07008200883629255 0.0695081098791311 100 GTEX 100 5e-05 0.1 5 8116 0.0 -35 0.06996315849363155 0.06927606471931073 100 GTEX 100 5e-05 0.1 5 8116 0.0 -36 0.06970416289914859 0.06905255087088269 100 GTEX 100 5e-05 0.1 5 8116 0.0 -37 0.06945836798003524 0.06882255093793 100 GTEX 100 5e-05 0.1 5 8116 0.0 -38 0.06932437514332011 0.06858973867992937 100 GTEX 100 5e-05 0.1 5 8116 0.0 -39 0.06904870157488248 0.06834350529165775 100 GTEX 100 5e-05 0.1 5 8116 0.0 -40 0.06887614350202054 0.06810173820066814 100 GTEX 100 5e-05 0.1 5 8116 0.0 -41 0.06856720146132936 0.06786500076150713 100 GTEX 100 5e-05 0.1 5 8116 0.0 -42 0.0683524601458181 0.06765068237432509 100 GTEX 100 5e-05 0.1 5 8116 0.0 -43 0.06822558311568251 0.06745922160352591 100 GTEX 100 5e-05 0.1 5 8116 0.0 -44 0.06807137759201905 0.06728612056476535 100 GTEX 100 5e-05 0.1 5 8116 0.0 -45 0.06787787151570253 0.06710950990593478 100 GTEX 100 5e-05 0.1 5 8116 0.0 -46 0.06770483183879038 0.06694990305846181 100 GTEX 100 5e-05 0.1 5 8116 0.0 -47 0.06755125356948878 0.06681363123111399 100 GTEX 100 5e-05 0.1 5 8116 0.0 -48 0.06743585483676795 0.06666598141816632 100 GTEX 100 5e-05 0.1 5 8116 0.0 -49 0.06727059862093498 0.06650083908676648 100 GTEX 100 5e-05 0.1 5 8116 0.0 -50 0.06708062868287902 0.06633555411782555 100 GTEX 100 5e-05 0.1 5 8116 0.0 -51 0.06696029928782125 0.06616846477690759 100 GTEX 100 5e-05 0.1 5 8116 0.0 -52 0.06688458071511033 0.06603440282575984 100 GTEX 100 5e-05 0.1 5 8116 0.0 -53 0.06676080671603493 0.06590946090935301 100 GTEX 100 5e-05 0.1 5 8116 0.0 -54 0.06661387494779683 0.06577365757621287 100 GTEX 100 5e-05 0.1 5 8116 0.0 -55 0.06645681648333662 0.06564752178217069 100 GTEX 100 5e-05 0.1 5 8116 0.0 -56 0.06643797520021205 0.06553285784254509 100 GTEX 100 5e-05 0.1 5 8116 0.0 -57 0.06625769409648441 0.06540097573864143 100 GTEX 100 5e-05 0.1 5 8116 0.0 -58 0.06614226053719839 0.06526741923714773 100 GTEX 100 5e-05 0.1 5 8116 0.0 -59 0.06599477631789245 0.06512732196160143 100 GTEX 100 5e-05 0.1 5 8116 0.0 -60 0.06597184379126361 0.06501678425549555 100 GTEX 100 5e-05 0.1 5 8116 0.0 -61 0.06578413795849407 0.06491172401510717 100 GTEX 100 5e-05 0.1 5 8116 0.0 -62 0.06573900774953936 0.0648090410906779 100 GTEX 100 5e-05 0.1 5 8116 0.0 -63 0.0655761771443163 0.0647031391329865 100 GTEX 100 5e-05 0.1 5 8116 0.0 -64 0.0655978708755722 0.06458409658912924 100 GTEX 100 5e-05 0.1 5 8116 0.0 -65 0.0653476371906294 0.06445016685037558 100 GTEX 100 5e-05 0.1 5 8116 0.0 -66 0.06526458290234102 0.06435151905274664 100 GTEX 100 5e-05 0.1 5 8116 0.0 -67 0.06519731291734746 0.06425765316805912 100 GTEX 100 5e-05 0.1 5 8116 0.0 -68 0.06509217374901138 0.06413728017147503 100 GTEX 100 5e-05 0.1 5 8116 0.0 -69 0.06496387119229372 0.06402527155644994 100 GTEX 100 5e-05 0.1 5 8116 0.0 -70 0.06483406610995471 0.06393107608980553 100 GTEX 100 5e-05 0.1 5 8116 0.0 -71 0.06470295075325977 0.06386603169964747 100 GTEX 100 5e-05 0.1 5 8116 0.0 -72 0.06473215213559982 0.06380047558491674 100 GTEX 100 5e-05 0.1 5 8116 0.0 -73 0.06469310266050855 0.0637361846240981 100 GTEX 100 5e-05 0.1 5 8116 0.0 -74 0.06459228411195672 0.0636423307651576 100 GTEX 100 5e-05 0.1 5 8116 0.0 -75 0.06447610868040908 0.0635347487723646 100 GTEX 100 5e-05 0.1 5 8116 0.0 -76 0.06434752804279215 0.06341552312269863 100 GTEX 100 5e-05 0.1 5 8116 0.0 -77 0.0642283128251228 0.06333653342701183 100 GTEX 100 5e-05 0.1 5 8116 0.0 -78 0.06414372692978772 0.06323978964933424 100 GTEX 100 5e-05 0.1 5 8116 0.0 -79 0.06400971579204785 0.06315604009499115 100 GTEX 100 5e-05 0.1 5 8116 0.0 -80 0.06392356439885033 0.06309233450051042 100 GTEX 100 5e-05 0.1 5 8116 0.0 -81 0.06389779377788907 0.06303596439923624 100 GTEX 100 5e-05 0.1 5 8116 0.0 -82 0.0638602229734969 0.0629649816413796 100 GTEX 100 5e-05 0.1 5 8116 0.0 -83 0.063757215311834 0.06280864998981527 100 GTEX 100 5e-05 0.1 5 8116 0.0 -84 0.0636835522139867 0.0626730639983266 100 GTEX 100 5e-05 0.1 5 8116 0.0 -85 0.06335908576871307 0.06254063895106769 100 GTEX 100 5e-05 0.1 5 8116 0.0 -86 0.06333815985217295 0.06245630017761495 100 GTEX 100 5e-05 0.1 5 8116 0.0 -87 0.06315915290397311 0.062401225160056646 100 GTEX 100 5e-05 0.1 5 8116 0.0 -88 0.06325244541856748 0.062363229224550405 100 GTEX 100 5e-05 0.1 5 8116 0.0 -89 0.06314364499148338 0.06231569316054025 100 GTEX 100 5e-05 0.1 5 8116 0.0 -90 0.06315413235262819 0.06226347199864261 100 GTEX 100 5e-05 0.1 5 8116 0.0 -91 0.06312257607054393 0.062206835928638626 100 GTEX 100 5e-05 0.1 5 8116 0.0 -92 0.06305039786664135 0.062162220973818925 100 GTEX 100 5e-05 0.1 5 8116 0.0 -93 0.0628645511776338 0.06210368887269905 100 GTEX 100 5e-05 0.1 5 8116 0.0 -94 0.06286467796735984 0.06198631150527599 100 GTEX 100 5e-05 0.1 5 8116 0.0 -95 0.06273981492430857 0.06184480408695261 100 GTEX 100 5e-05 0.1 5 8116 0.0 -96 0.06259167011387688 0.06177461956107118 100 GTEX 100 5e-05 0.1 5 8116 0.0 -97 0.06269944903464482 0.061722531985534006 100 GTEX 100 5e-05 0.1 5 8116 0.0 -98 0.06255234770450847 0.06165065478972609 100 GTEX 100 5e-05 0.1 5 8116 0.0 -99 0.06251250101571931 0.06157950818991933 100 GTEX 100 5e-05 0.1 5 8116 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00005lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00005lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index eebc0b9dc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00005lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1645294709131712 0.16196265816688538 100 GTEX 100 5e-05 0.5 5 9745 0.0 -1 0.15730877529766388 0.1491216613199321 100 GTEX 100 5e-05 0.5 5 9745 0.0 -2 0.1458662360783828 0.1367910926446262 100 GTEX 100 5e-05 0.5 5 9745 0.0 -3 0.13683284678252153 0.12784339487552643 100 GTEX 100 5e-05 0.5 5 9745 0.0 -4 0.13056562035044988 0.12161818081548459 100 GTEX 100 5e-05 0.5 5 9745 0.0 -5 0.12578026820188642 0.11695561271883236 100 GTEX 100 5e-05 0.5 5 9745 0.0 -6 0.12257789820275262 0.11332940060942799 100 GTEX 100 5e-05 0.5 5 9745 0.0 -7 0.11927288004525853 0.11040194176789019 100 GTEX 100 5e-05 0.5 5 9745 0.0 -8 0.11684366946388125 0.10794257534094183 100 GTEX 100 5e-05 0.5 5 9745 0.0 -9 0.11453959774184633 0.10582948903847103 100 GTEX 100 5e-05 0.5 5 9745 0.0 -10 0.11278438175478216 0.10395364766451795 100 GTEX 100 5e-05 0.5 5 9745 0.0 -11 0.11064752764009027 0.10221738246457206 100 GTEX 100 5e-05 0.5 5 9745 0.0 -12 0.10891570046652682 0.10059632210790431 100 GTEX 100 5e-05 0.5 5 9745 0.0 -13 0.10734913212716346 0.09903290992453978 100 GTEX 100 5e-05 0.5 5 9745 0.0 -14 0.1055521733757434 0.09747270746829392 100 GTEX 100 5e-05 0.5 5 9745 0.0 -15 0.10412727791614916 0.0959089307164058 100 GTEX 100 5e-05 0.5 5 9745 0.0 -16 0.10245220287508883 0.09427575404426444 100 GTEX 100 5e-05 0.5 5 9745 0.0 -17 0.10045309056053446 0.09255581629593562 100 GTEX 100 5e-05 0.5 5 9745 0.0 -18 0.0984888015899485 0.09074441751486448 100 GTEX 100 5e-05 0.5 5 9745 0.0 -19 0.09670019897907654 0.08889612399693224 100 GTEX 100 5e-05 0.5 5 9745 0.0 -20 0.09517904729976363 0.0870062355589504 100 GTEX 100 5e-05 0.5 5 9745 0.0 -21 0.09310085810362834 0.08514987966293618 100 GTEX 100 5e-05 0.5 5 9745 0.0 -22 0.09172222863643137 0.08337191347840167 100 GTEX 100 5e-05 0.5 5 9745 0.0 -23 0.09045159732296258 0.08178047382559613 100 GTEX 100 5e-05 0.5 5 9745 0.0 -24 0.08858643712388735 0.08035245945698408 100 GTEX 100 5e-05 0.5 5 9745 0.0 -25 0.08756285298742009 0.07913361107328545 100 GTEX 100 5e-05 0.5 5 9745 0.0 -26 0.08650479732360485 0.07805943004645322 100 GTEX 100 5e-05 0.5 5 9745 0.0 -27 0.08589870705484424 0.07712929341729603 100 GTEX 100 5e-05 0.5 5 9745 0.0 -28 0.0848062703700948 0.07632908502685706 100 GTEX 100 5e-05 0.5 5 9745 0.0 -29 0.0845448663122767 0.0756845190384542 100 GTEX 100 5e-05 0.5 5 9745 0.0 -30 0.08378733731149128 0.07512148418693941 100 GTEX 100 5e-05 0.5 5 9745 0.0 -31 0.08313993721243396 0.07464785531106558 100 GTEX 100 5e-05 0.5 5 9745 0.0 -32 0.08243153084180065 0.07421622000379707 100 GTEX 100 5e-05 0.5 5 9745 0.0 -33 0.08197673931489641 0.07386140072073773 100 GTEX 100 5e-05 0.5 5 9745 0.0 -34 0.08168238557869648 0.07353739477269096 100 GTEX 100 5e-05 0.5 5 9745 0.0 -35 0.08103332986256963 0.07326258608483543 100 GTEX 100 5e-05 0.5 5 9745 0.0 -36 0.08070219694793672 0.07301680009967927 100 GTEX 100 5e-05 0.5 5 9745 0.0 -37 0.08090259729194656 0.07279715596383061 100 GTEX 100 5e-05 0.5 5 9745 0.0 -38 0.08034767806089275 0.07260109979956776 100 GTEX 100 5e-05 0.5 5 9745 0.0 -39 0.07951769612480068 0.07243049600845054 100 GTEX 100 5e-05 0.5 5 9745 0.0 -40 0.07998146770813781 0.07226002836748674 100 GTEX 100 5e-05 0.5 5 9745 0.0 -41 0.07916392181338208 0.07210861520395533 100 GTEX 100 5e-05 0.5 5 9745 0.0 -42 0.0790579313215754 0.07197813664212427 100 GTEX 100 5e-05 0.5 5 9745 0.0 -43 0.07920562187639626 0.07187566900547919 100 GTEX 100 5e-05 0.5 5 9745 0.0 -44 0.07974216923333277 0.07176658202373483 100 GTEX 100 5e-05 0.5 5 9745 0.0 -45 0.07930072286655473 0.0716532175305225 100 GTEX 100 5e-05 0.5 5 9745 0.0 -46 0.07825691250349735 0.07155326660368379 100 GTEX 100 5e-05 0.5 5 9745 0.0 -47 0.07849730937505103 0.07144656672563843 100 GTEX 100 5e-05 0.5 5 9745 0.0 -48 0.07815905140652454 0.07132995018147698 100 GTEX 100 5e-05 0.5 5 9745 0.0 -49 0.0783454016153231 0.07124187301546901 100 GTEX 100 5e-05 0.5 5 9745 0.0 -50 0.0779279530586682 0.07116245178102087 100 GTEX 100 5e-05 0.5 5 9745 0.0 -51 0.07792653192829857 0.07107393100801077 100 GTEX 100 5e-05 0.5 5 9745 0.0 -52 0.07777076193460179 0.07099151251547237 100 GTEX 100 5e-05 0.5 5 9745 0.0 -53 0.07762126772462521 0.07091556339322841 100 GTEX 100 5e-05 0.5 5 9745 0.0 -54 0.07729201598911989 0.07084189021088778 100 GTEX 100 5e-05 0.5 5 9745 0.0 -55 0.07742258698831103 0.07076311542054092 100 GTEX 100 5e-05 0.5 5 9745 0.0 -56 0.07723220933893357 0.07068333536839758 100 GTEX 100 5e-05 0.5 5 9745 0.0 -57 0.07753144113323915 0.07060490205827322 100 GTEX 100 5e-05 0.5 5 9745 0.0 -58 0.07718379105032717 0.07051392185710682 100 GTEX 100 5e-05 0.5 5 9745 0.0 -59 0.07688350253199856 0.07041749593309576 100 GTEX 100 5e-05 0.5 5 9745 0.0 -60 0.07679752868329558 0.07031426505104217 100 GTEX 100 5e-05 0.5 5 9745 0.0 -61 0.07683808196053102 0.07022238984534042 100 GTEX 100 5e-05 0.5 5 9745 0.0 -62 0.07647699279390142 0.07016038390393493 100 GTEX 100 5e-05 0.5 5 9745 0.0 -63 0.07652139954022599 0.07010728406928791 100 GTEX 100 5e-05 0.5 5 9745 0.0 -64 0.0766651874821894 0.070041003052726 100 GTEX 100 5e-05 0.5 5 9745 0.0 -65 0.07630863157792064 0.06996802472909594 100 GTEX 100 5e-05 0.5 5 9745 0.0 -66 0.07565529441363182 0.06987928973064676 100 GTEX 100 5e-05 0.5 5 9745 0.0 -67 0.07596977964851084 0.0697734253374796 100 GTEX 100 5e-05 0.5 5 9745 0.0 -68 0.0762411322327807 0.06964559884239059 100 GTEX 100 5e-05 0.5 5 9745 0.0 -69 0.07591576355462142 0.06952502802297643 100 GTEX 100 5e-05 0.5 5 9745 0.0 -70 0.07602228662954334 0.06943459769165561 100 GTEX 100 5e-05 0.5 5 9745 0.0 -71 0.07564330273367377 0.06937393806733105 100 GTEX 100 5e-05 0.5 5 9745 0.0 -72 0.07531870666506098 0.0692854347734397 100 GTEX 100 5e-05 0.5 5 9745 0.0 -73 0.07544833956398656 0.06920645167845738 100 GTEX 100 5e-05 0.5 5 9745 0.0 -74 0.07533814083126489 0.06908890950589125 100 GTEX 100 5e-05 0.5 5 9745 0.0 -75 0.07516015146222402 0.06894661942249015 100 GTEX 100 5e-05 0.5 5 9745 0.0 -76 0.07498825116536931 0.06876175281212811 100 GTEX 100 5e-05 0.5 5 9745 0.0 -77 0.07448364350698031 0.06861149004090422 100 GTEX 100 5e-05 0.5 5 9745 0.0 -78 0.07485624165400616 0.0684922497875337 100 GTEX 100 5e-05 0.5 5 9745 0.0 -79 0.07482619025383754 0.06837744217635107 100 GTEX 100 5e-05 0.5 5 9745 0.0 -80 0.07463760244924415 0.06824113881859943 100 GTEX 100 5e-05 0.5 5 9745 0.0 -81 0.07422612572536054 0.06811512692233002 100 GTEX 100 5e-05 0.5 5 9745 0.0 -82 0.07408172788644046 0.06797033964794398 100 GTEX 100 5e-05 0.5 5 9745 0.0 -83 0.07360530832828231 0.06782632821129755 100 GTEX 100 5e-05 0.5 5 9745 0.0 -84 0.07389234778457224 0.06769580300543244 100 GTEX 100 5e-05 0.5 5 9745 0.0 -85 0.07367818352664122 0.06756332326864561 100 GTEX 100 5e-05 0.5 5 9745 0.0 -86 0.07345525352724051 0.06741773966034102 100 GTEX 100 5e-05 0.5 5 9745 0.0 -87 0.07358891111301295 0.06725443517187249 100 GTEX 100 5e-05 0.5 5 9745 0.0 -88 0.07309790450012821 0.06707642910145081 100 GTEX 100 5e-05 0.5 5 9745 0.0 -89 0.0730603930217809 0.06687973926955756 100 GTEX 100 5e-05 0.5 5 9745 0.0 -90 0.07313786223145137 0.06665480473988863 100 GTEX 100 5e-05 0.5 5 9745 0.0 -91 0.07296589813914788 0.06641386368598774 100 GTEX 100 5e-05 0.5 5 9745 0.0 -92 0.07237811038728827 0.0661612760714705 100 GTEX 100 5e-05 0.5 5 9745 0.0 -93 0.0720457588175389 0.06589855500160514 100 GTEX 100 5e-05 0.5 5 9745 0.0 -94 0.07186791974135484 0.06564600061724395 100 GTEX 100 5e-05 0.5 5 9745 0.0 -95 0.07152527310619186 0.0654018731511591 100 GTEX 100 5e-05 0.5 5 9745 0.0 -96 0.07139213700754483 0.06516438486061622 100 GTEX 100 5e-05 0.5 5 9745 0.0 -97 0.07137305040026184 0.06492205972680574 100 GTEX 100 5e-05 0.5 5 9745 0.0 -98 0.07104798157983613 0.06464133591536333 100 GTEX 100 5e-05 0.5 5 9745 0.0 -99 0.07067192899909457 0.0643928200289777 100 GTEX 100 5e-05 0.5 5 9745 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00005lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00005lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index a43053e82..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00005lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1638921799841181 0.16100799079856945 100 GTEX 100 5e-05 0.0 5 4231 0.0 -1 0.15345973506281818 0.14640663303576495 100 GTEX 100 5e-05 0.0 5 4231 0.0 -2 0.1391011065463777 0.13385665286403192 100 GTEX 100 5e-05 0.0 5 4231 0.0 -3 0.1285384879794294 0.12543895732993862 100 GTEX 100 5e-05 0.0 5 4231 0.0 -4 0.12144141634637959 0.11969879113789293 100 GTEX 100 5e-05 0.0 5 4231 0.0 -5 0.11645161974602596 0.11552886959491121 100 GTEX 100 5e-05 0.0 5 4231 0.0 -6 0.112716792850783 0.11232220690286658 100 GTEX 100 5e-05 0.0 5 4231 0.0 -7 0.10976400228243412 0.10970639658404847 100 GTEX 100 5e-05 0.0 5 4231 0.0 -8 0.10731123352949226 0.10747586788446731 100 GTEX 100 5e-05 0.0 5 4231 0.0 -9 0.10517665499147826 0.10546373717571846 100 GTEX 100 5e-05 0.0 5 4231 0.0 -10 0.10323595915674798 0.10359088779062373 100 GTEX 100 5e-05 0.0 5 4231 0.0 -11 0.10141216800068555 0.10178907388403388 100 GTEX 100 5e-05 0.0 5 4231 0.0 -12 0.09964847109178511 0.10001846357556804 100 GTEX 100 5e-05 0.0 5 4231 0.0 -13 0.09789860922084938 0.09823121065309293 100 GTEX 100 5e-05 0.0 5 4231 0.0 -14 0.09611310615066844 0.09638938829019496 100 GTEX 100 5e-05 0.0 5 4231 0.0 -15 0.09425062971730487 0.094440140878293 100 GTEX 100 5e-05 0.0 5 4231 0.0 -16 0.09226924840495064 0.09235981044433869 100 GTEX 100 5e-05 0.0 5 4231 0.0 -17 0.09013954161483256 0.09012208757178412 100 GTEX 100 5e-05 0.0 5 4231 0.0 -18 0.0878359315328806 0.08771753251665898 100 GTEX 100 5e-05 0.0 5 4231 0.0 -19 0.08536269810879836 0.08516783870671639 100 GTEX 100 5e-05 0.0 5 4231 0.0 -20 0.08277258812890104 0.08256493183029921 100 GTEX 100 5e-05 0.0 5 4231 0.0 -21 0.08019200835215248 0.08005958438599517 100 GTEX 100 5e-05 0.0 5 4231 0.0 -22 0.07777254011439108 0.07778286106686175 100 GTEX 100 5e-05 0.0 5 4231 0.0 -23 0.0756365636178089 0.07583648997567906 100 GTEX 100 5e-05 0.0 5 4231 0.0 -24 0.07384568389717246 0.07422934534885131 100 GTEX 100 5e-05 0.0 5 4231 0.0 -25 0.07238844753781833 0.07294237984790548 100 GTEX 100 5e-05 0.0 5 4231 0.0 -26 0.07123416362131009 0.0719229131653735 100 GTEX 100 5e-05 0.0 5 4231 0.0 -27 0.07030820020437996 0.07107576050799155 100 GTEX 100 5e-05 0.0 5 4231 0.0 -28 0.06954397668418051 0.07037288993030447 100 GTEX 100 5e-05 0.0 5 4231 0.0 -29 0.06890609591185662 0.06976993339483276 100 GTEX 100 5e-05 0.0 5 4231 0.0 -30 0.06835108463579338 0.06923529670039057 100 GTEX 100 5e-05 0.0 5 4231 0.0 -31 0.06786846229417959 0.06877263932853597 100 GTEX 100 5e-05 0.0 5 4231 0.0 -32 0.06744866989205905 0.06836368288037442 100 GTEX 100 5e-05 0.0 5 4231 0.0 -33 0.06708298481664776 0.06800381284022966 100 GTEX 100 5e-05 0.0 5 4231 0.0 -34 0.06675903474178362 0.06767871487219977 100 GTEX 100 5e-05 0.0 5 4231 0.0 -35 0.06646307318099413 0.06738225891902873 100 GTEX 100 5e-05 0.0 5 4231 0.0 -36 0.06618942542597171 0.06710353533351376 100 GTEX 100 5e-05 0.0 5 4231 0.0 -37 0.06593352464463802 0.06684001438857938 100 GTEX 100 5e-05 0.0 5 4231 0.0 -38 0.06568942189821034 0.0665872246593577 100 GTEX 100 5e-05 0.0 5 4231 0.0 -39 0.06544637544964226 0.06632306668978227 100 GTEX 100 5e-05 0.0 5 4231 0.0 -40 0.06519881821480197 0.06606673807642306 100 GTEX 100 5e-05 0.0 5 4231 0.0 -41 0.06496792535092066 0.06582797073649363 100 GTEX 100 5e-05 0.0 5 4231 0.0 -42 0.06474802687841294 0.06559894847269294 100 GTEX 100 5e-05 0.0 5 4231 0.0 -43 0.06453763010371659 0.06537927420873606 100 GTEX 100 5e-05 0.0 5 4231 0.0 -44 0.06433748689642348 0.06517441225142534 100 GTEX 100 5e-05 0.0 5 4231 0.0 -45 0.06414660190083453 0.06497367169750508 100 GTEX 100 5e-05 0.0 5 4231 0.0 -46 0.06396274810401718 0.06478030886146958 100 GTEX 100 5e-05 0.0 5 4231 0.0 -47 0.06378562422533203 0.06459343338477294 100 GTEX 100 5e-05 0.0 5 4231 0.0 -48 0.06361371356440255 0.06441211123940156 100 GTEX 100 5e-05 0.0 5 4231 0.0 -49 0.06344630532151632 0.06423475290205996 100 GTEX 100 5e-05 0.0 5 4231 0.0 -50 0.06328457654753368 0.06406628246996339 100 GTEX 100 5e-05 0.0 5 4231 0.0 -51 0.06312819481331997 0.06390382146937312 100 GTEX 100 5e-05 0.0 5 4231 0.0 -52 0.06297605594117803 0.0637464384077393 100 GTEX 100 5e-05 0.0 5 4231 0.0 -53 0.06282979822579389 0.0635959624734215 100 GTEX 100 5e-05 0.0 5 4231 0.0 -54 0.06268990506519671 0.06345052474635182 100 GTEX 100 5e-05 0.0 5 4231 0.0 -55 0.06255597428818986 0.06331080803116465 100 GTEX 100 5e-05 0.0 5 4231 0.0 -56 0.062425249824116444 0.0631720555570869 100 GTEX 100 5e-05 0.0 5 4231 0.0 -57 0.062294114198883144 0.06303461489511987 100 GTEX 100 5e-05 0.0 5 4231 0.0 -58 0.062151655030625794 0.06287805495266678 100 GTEX 100 5e-05 0.0 5 4231 0.0 -59 0.06199705477729574 0.06272496985618606 100 GTEX 100 5e-05 0.0 5 4231 0.0 -60 0.06185968039419415 0.06260237250717873 100 GTEX 100 5e-05 0.0 5 4231 0.0 -61 0.061746356342024446 0.06248781311647974 100 GTEX 100 5e-05 0.0 5 4231 0.0 -62 0.06163375516105028 0.062360233255438935 100 GTEX 100 5e-05 0.0 5 4231 0.0 -63 0.06149271132922845 0.062197818983870314 100 GTEX 100 5e-05 0.0 5 4231 0.0 -64 0.06132741877735385 0.06204681510651066 100 GTEX 100 5e-05 0.0 5 4231 0.0 -65 0.06120692306679532 0.06194823211193538 100 GTEX 100 5e-05 0.0 5 4231 0.0 -66 0.061115676411431986 0.06186095373032211 100 GTEX 100 5e-05 0.0 5 4231 0.0 -67 0.06103075097912252 0.061772477830770806 100 GTEX 100 5e-05 0.0 5 4231 0.0 -68 0.060946168142090605 0.061684784270511384 100 GTEX 100 5e-05 0.0 5 4231 0.0 -69 0.060851251689757115 0.06157791355320256 100 GTEX 100 5e-05 0.0 5 4231 0.0 -70 0.060735958673117395 0.06145667556687453 100 GTEX 100 5e-05 0.0 5 4231 0.0 -71 0.06062833907727431 0.061361719418614534 100 GTEX 100 5e-05 0.0 5 4231 0.0 -72 0.06054988911439741 0.061289862364870516 100 GTEX 100 5e-05 0.0 5 4231 0.0 -73 0.06047817606849216 0.06121812531363375 100 GTEX 100 5e-05 0.0 5 4231 0.0 -74 0.06040840467285226 0.06114436161948701 100 GTEX 100 5e-05 0.0 5 4231 0.0 -75 0.0603373111155326 0.06106526234643994 100 GTEX 100 5e-05 0.0 5 4231 0.0 -76 0.060243394417471625 0.06095109021595676 100 GTEX 100 5e-05 0.0 5 4231 0.0 -77 0.060128349623531405 0.0608492803550945 100 GTEX 100 5e-05 0.0 5 4231 0.0 -78 0.060052306042360226 0.060782663410834034 100 GTEX 100 5e-05 0.0 5 4231 0.0 -79 0.059990061872991045 0.06072065238433646 100 GTEX 100 5e-05 0.0 5 4231 0.0 -80 0.05993127544551499 0.06065888913921984 100 GTEX 100 5e-05 0.0 5 4231 0.0 -81 0.059873922132927575 0.060598084752663914 100 GTEX 100 5e-05 0.0 5 4231 0.0 -82 0.05982018619999282 0.06054533595934567 100 GTEX 100 5e-05 0.0 5 4231 0.0 -83 0.05976309609193415 0.06048429543471155 100 GTEX 100 5e-05 0.0 5 4231 0.0 -84 0.05971038228429534 0.06043102316020106 100 GTEX 100 5e-05 0.0 5 4231 0.0 -85 0.05965753650410608 0.06037583699301168 100 GTEX 100 5e-05 0.0 5 4231 0.0 -86 0.05960670011803733 0.06032552936967788 100 GTEX 100 5e-05 0.0 5 4231 0.0 -87 0.059553429261251324 0.06026340831255278 100 GTEX 100 5e-05 0.0 5 4231 0.0 -88 0.05948676116897549 0.06019640025530478 100 GTEX 100 5e-05 0.0 5 4231 0.0 -89 0.059429315975469285 0.06014301799266057 100 GTEX 100 5e-05 0.0 5 4231 0.0 -90 0.059380386099479036 0.06009397152882112 100 GTEX 100 5e-05 0.0 5 4231 0.0 -91 0.059334293415912974 0.06004830026297968 100 GTEX 100 5e-05 0.0 5 4231 0.0 -92 0.0592913728459585 0.06000639778692913 100 GTEX 100 5e-05 0.0 5 4231 0.0 -93 0.05925054307560728 0.05996140939654506 100 GTEX 100 5e-05 0.0 5 4231 0.0 -94 0.05920988426133447 0.059925794403136 100 GTEX 100 5e-05 0.0 5 4231 0.0 -95 0.05917121332091163 0.05988041798764762 100 GTEX 100 5e-05 0.0 5 4231 0.0 -96 0.05913185971189266 0.05983929176011013 100 GTEX 100 5e-05 0.0 5 4231 0.0 -97 0.059093680047423505 0.0598002085072686 100 GTEX 100 5e-05 0.0 5 4231 0.0 -98 0.059057035017611045 0.059762461868755716 100 GTEX 100 5e-05 0.0 5 4231 0.0 -99 0.059019297285427874 0.059729172929611496 100 GTEX 100 5e-05 0.0 5 4231 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00005lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00005lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index b13a54331..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00005lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16174257853201907 0.15357496031336912 50 GTEX 100 5e-05 0.1 5 8228 0.0 -1 0.1422918606842661 0.13279538247521838 50 GTEX 100 5e-05 0.1 5 8228 0.0 -2 0.12653177770255447 0.12118027726110396 50 GTEX 100 5e-05 0.1 5 8228 0.0 -3 0.11765828433391397 0.1141860565248551 50 GTEX 100 5e-05 0.1 5 8228 0.0 -4 0.11185153570996931 0.109285964343711 50 GTEX 100 5e-05 0.1 5 8228 0.0 -5 0.10749560233244514 0.10546123880907157 50 GTEX 100 5e-05 0.1 5 8228 0.0 -6 0.10405279715820238 0.10223611200603695 50 GTEX 100 5e-05 0.1 5 8228 0.0 -7 0.10087710142519679 0.0992884112826545 50 GTEX 100 5e-05 0.1 5 8228 0.0 -8 0.09814447539228817 0.09647488749865797 50 GTEX 100 5e-05 0.1 5 8228 0.0 -9 0.09519097337888238 0.09365172211094955 50 GTEX 100 5e-05 0.1 5 8228 0.0 -10 0.09233684006976492 0.0907079556057435 50 GTEX 100 5e-05 0.1 5 8228 0.0 -11 0.08917765669250005 0.08747834336904972 50 GTEX 100 5e-05 0.1 5 8228 0.0 -12 0.08592434862973485 0.08395896793941582 50 GTEX 100 5e-05 0.1 5 8228 0.0 -13 0.0822887094613679 0.08034245035267601 50 GTEX 100 5e-05 0.1 5 8228 0.0 -14 0.07891024637495539 0.07681162529288589 50 GTEX 100 5e-05 0.1 5 8228 0.0 -15 0.07564499435939065 0.07367547843676103 50 GTEX 100 5e-05 0.1 5 8228 0.0 -16 0.07293304600851758 0.07113353563153925 50 GTEX 100 5e-05 0.1 5 8228 0.0 -17 0.0708011169219906 0.06927757647185952 50 GTEX 100 5e-05 0.1 5 8228 0.0 -18 0.06935584411816775 0.06796476579919287 50 GTEX 100 5e-05 0.1 5 8228 0.0 -19 0.06804713486186476 0.06695936759048542 50 GTEX 100 5e-05 0.1 5 8228 0.0 -20 0.06735221247361002 0.06622912662507463 50 GTEX 100 5e-05 0.1 5 8228 0.0 -21 0.06655886420730026 0.06569774987834714 50 GTEX 100 5e-05 0.1 5 8228 0.0 -22 0.0660507310076791 0.06530466090760303 50 GTEX 100 5e-05 0.1 5 8228 0.0 -23 0.06578916395473622 0.06498770400201867 50 GTEX 100 5e-05 0.1 5 8228 0.0 -24 0.06549658719735525 0.06470842374056691 50 GTEX 100 5e-05 0.1 5 8228 0.0 -25 0.06511645521321291 0.0644497596605649 50 GTEX 100 5e-05 0.1 5 8228 0.0 -26 0.06485658043998845 0.0641990595075794 50 GTEX 100 5e-05 0.1 5 8228 0.0 -27 0.06458204716532161 0.06398406359207721 50 GTEX 100 5e-05 0.1 5 8228 0.0 -28 0.06446148398242481 0.06376903897200926 50 GTEX 100 5e-05 0.1 5 8228 0.0 -29 0.06422477940439208 0.0635501681880126 50 GTEX 100 5e-05 0.1 5 8228 0.0 -30 0.06397628936858744 0.0633027780971033 50 GTEX 100 5e-05 0.1 5 8228 0.0 -31 0.06382205127470343 0.06302730578348437 50 GTEX 100 5e-05 0.1 5 8228 0.0 -32 0.0635396150062086 0.06273844485443808 50 GTEX 100 5e-05 0.1 5 8228 0.0 -33 0.0632162821907371 0.06244729518068834 50 GTEX 100 5e-05 0.1 5 8228 0.0 -34 0.06302660735965632 0.062102255875336805 50 GTEX 100 5e-05 0.1 5 8228 0.0 -35 0.0626285090811139 0.061722526822536615 50 GTEX 100 5e-05 0.1 5 8228 0.0 -36 0.0623421859658418 0.06132325599458734 50 GTEX 100 5e-05 0.1 5 8228 0.0 -37 0.06183309231106528 0.06089983709836414 50 GTEX 100 5e-05 0.1 5 8228 0.0 -38 0.06151622810273232 0.0603913193419859 50 GTEX 100 5e-05 0.1 5 8228 0.0 -39 0.0609325684612538 0.05990503967063282 50 GTEX 100 5e-05 0.1 5 8228 0.0 -40 0.06052764692573282 0.059508851173372776 50 GTEX 100 5e-05 0.1 5 8228 0.0 -41 0.06017567093593399 0.05910861218780166 50 GTEX 100 5e-05 0.1 5 8228 0.0 -42 0.05970898440049268 0.058581477087770124 50 GTEX 100 5e-05 0.1 5 8228 0.0 -43 0.05892078955014895 0.057932034701448885 50 GTEX 100 5e-05 0.1 5 8228 0.0 -44 0.05834876546590774 0.05722748537055666 50 GTEX 100 5e-05 0.1 5 8228 0.0 -45 0.05764009782402458 0.056351977035743205 50 GTEX 100 5e-05 0.1 5 8228 0.0 -46 0.05665656235106419 0.05527700015658888 50 GTEX 100 5e-05 0.1 5 8228 0.0 -47 0.055393985914424716 0.05402020365708001 50 GTEX 100 5e-05 0.1 5 8228 0.0 -48 0.0541437633136478 0.05266531602171438 50 GTEX 100 5e-05 0.1 5 8228 0.0 -49 0.05267949690179549 0.05124162273488571 50 GTEX 100 5e-05 0.1 5 8228 0.0 -50 0.05119937252451226 0.04980252859511983 50 GTEX 100 5e-05 0.1 5 8228 0.0 -51 0.04970833001353553 0.048345081947262294 50 GTEX 100 5e-05 0.1 5 8228 0.0 -52 0.04836159052306223 0.046929320865824194 50 GTEX 100 5e-05 0.1 5 8228 0.0 -53 0.046862390872948495 0.045538942184398384 50 GTEX 100 5e-05 0.1 5 8228 0.0 -54 0.04548569465906224 0.04420928106760118 50 GTEX 100 5e-05 0.1 5 8228 0.0 -55 0.04423361801864719 0.04292440840074998 50 GTEX 100 5e-05 0.1 5 8228 0.0 -56 0.04293455053728813 0.04168805990637255 50 GTEX 100 5e-05 0.1 5 8228 0.0 -57 0.041585548282192186 0.04049114192421672 50 GTEX 100 5e-05 0.1 5 8228 0.0 -58 0.04034514882727423 0.03928373158402996 50 GTEX 100 5e-05 0.1 5 8228 0.0 -59 0.03916001194436585 0.03807096833455245 50 GTEX 100 5e-05 0.1 5 8228 0.0 -60 0.03802685615600408 0.03684906396632412 50 GTEX 100 5e-05 0.1 5 8228 0.0 -61 0.03662589850484399 0.03548383352279436 50 GTEX 100 5e-05 0.1 5 8228 0.0 -62 0.035240735812639 0.03401448949109125 50 GTEX 100 5e-05 0.1 5 8228 0.0 -63 0.03371672317451782 0.03245757818363692 50 GTEX 100 5e-05 0.1 5 8228 0.0 -64 0.03220914803532697 0.030934890378054105 50 GTEX 100 5e-05 0.1 5 8228 0.0 -65 0.030659805592163268 0.02941233351713351 50 GTEX 100 5e-05 0.1 5 8228 0.0 -66 0.029156308639662766 0.02792473797803256 50 GTEX 100 5e-05 0.1 5 8228 0.0 -67 0.02767789285160539 0.02652626588388201 50 GTEX 100 5e-05 0.1 5 8228 0.0 -68 0.026261406905891665 0.025202231053192126 50 GTEX 100 5e-05 0.1 5 8228 0.0 -69 0.02499686258101213 0.023977823250930574 50 GTEX 100 5e-05 0.1 5 8228 0.0 -70 0.023829463798502776 0.022791530338501977 50 GTEX 100 5e-05 0.1 5 8228 0.0 -71 0.022580319362138383 0.021702435352758082 50 GTEX 100 5e-05 0.1 5 8228 0.0 -72 0.021537105929335887 0.020683383795754993 50 GTEX 100 5e-05 0.1 5 8228 0.0 -73 0.02053281605547467 0.01975792616662417 50 GTEX 100 5e-05 0.1 5 8228 0.0 -74 0.01957918064192833 0.018878879082236906 50 GTEX 100 5e-05 0.1 5 8228 0.0 -75 0.018705074229542595 0.018035763226619466 50 GTEX 100 5e-05 0.1 5 8228 0.0 -76 0.017873455928009957 0.017313923113076404 50 GTEX 100 5e-05 0.1 5 8228 0.0 -77 0.01714187351945645 0.016587353099010063 50 GTEX 100 5e-05 0.1 5 8228 0.0 -78 0.016413144546037487 0.015934552639694496 50 GTEX 100 5e-05 0.1 5 8228 0.0 -79 0.015749692917853875 0.015336834501560084 50 GTEX 100 5e-05 0.1 5 8228 0.0 -80 0.015172477961302723 0.014744150508974214 50 GTEX 100 5e-05 0.1 5 8228 0.0 -81 0.014553397011082277 0.014219565359528527 50 GTEX 100 5e-05 0.1 5 8228 0.0 -82 0.014032716741756879 0.013739163385342963 50 GTEX 100 5e-05 0.1 5 8228 0.0 -83 0.01352059026900492 0.013290163660740671 50 GTEX 100 5e-05 0.1 5 8228 0.0 -84 0.013104578036155024 0.012856687348293488 50 GTEX 100 5e-05 0.1 5 8228 0.0 -85 0.012673506882245134 0.012487792764071503 50 GTEX 100 5e-05 0.1 5 8228 0.0 -86 0.012297409152083025 0.012118670034147941 50 GTEX 100 5e-05 0.1 5 8228 0.0 -87 0.011943040165278538 0.011808571170222283 50 GTEX 100 5e-05 0.1 5 8228 0.0 -88 0.01160955543163426 0.011502155819872373 50 GTEX 100 5e-05 0.1 5 8228 0.0 -89 0.011309856706404837 0.01122189074145637 50 GTEX 100 5e-05 0.1 5 8228 0.0 -90 0.011040736874009659 0.010978224303063444 50 GTEX 100 5e-05 0.1 5 8228 0.0 -91 0.010784999550461574 0.01074772443933972 50 GTEX 100 5e-05 0.1 5 8228 0.0 -92 0.01056281317667226 0.01053310151675808 50 GTEX 100 5e-05 0.1 5 8228 0.0 -93 0.010377462340153465 0.010352005270228299 50 GTEX 100 5e-05 0.1 5 8228 0.0 -94 0.01017716319776471 0.010174906690438551 50 GTEX 100 5e-05 0.1 5 8228 0.0 -95 0.00999986066598946 0.01000491543513627 50 GTEX 100 5e-05 0.1 5 8228 0.0 -96 0.009851769906206715 0.009858707936317749 50 GTEX 100 5e-05 0.1 5 8228 0.0 -97 0.00970923002001425 0.009728450804396388 50 GTEX 100 5e-05 0.1 5 8228 0.0 -98 0.00956845851608185 0.00960142097963523 50 GTEX 100 5e-05 0.1 5 8228 0.0 -99 0.009480427589286773 0.009497873910026405 50 GTEX 100 5e-05 0.1 5 8228 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00005lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00005lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index d510aab9c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00005lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1613354984502852 0.15298035233759608 50 GTEX 100 5e-05 0.5 5 6246 0.0 -1 0.14542882301694832 0.1343271521561046 50 GTEX 100 5e-05 0.5 5 6246 0.0 -2 0.13277399999716094 0.12308820771910392 50 GTEX 100 5e-05 0.5 5 6246 0.0 -3 0.12587327023040812 0.11597798023896978 50 GTEX 100 5e-05 0.5 5 6246 0.0 -4 0.12078878919164973 0.1109938531150836 50 GTEX 100 5e-05 0.5 5 6246 0.0 -5 0.11639541139887369 0.10698005214276876 50 GTEX 100 5e-05 0.5 5 6246 0.0 -6 0.11339135251264833 0.10351911794833357 50 GTEX 100 5e-05 0.5 5 6246 0.0 -7 0.10959516852162286 0.10046532126887216 50 GTEX 100 5e-05 0.5 5 6246 0.0 -8 0.10662440259611265 0.09759060100797465 50 GTEX 100 5e-05 0.5 5 6246 0.0 -9 0.10423540450995382 0.09476290330177478 50 GTEX 100 5e-05 0.5 5 6246 0.0 -10 0.10105587945790834 0.09194850044842003 50 GTEX 100 5e-05 0.5 5 6246 0.0 -11 0.09790345799684323 0.08900332810647588 50 GTEX 100 5e-05 0.5 5 6246 0.0 -12 0.09517277164275133 0.0860182183578667 50 GTEX 100 5e-05 0.5 5 6246 0.0 -13 0.0919564772065557 0.08302331149238144 50 GTEX 100 5e-05 0.5 5 6246 0.0 -14 0.08994221044569543 0.08016915640620224 50 GTEX 100 5e-05 0.5 5 6246 0.0 -15 0.08708582390613286 0.07757147723107737 50 GTEX 100 5e-05 0.5 5 6246 0.0 -16 0.08526496153025387 0.07537318069218683 50 GTEX 100 5e-05 0.5 5 6246 0.0 -17 0.0831071196699062 0.07351299569350685 50 GTEX 100 5e-05 0.5 5 6246 0.0 -18 0.08194372691847623 0.07201498623639911 50 GTEX 100 5e-05 0.5 5 6246 0.0 -19 0.08070627856754484 0.07083178431985496 50 GTEX 100 5e-05 0.5 5 6246 0.0 -20 0.07932743017353276 0.06984130048791493 50 GTEX 100 5e-05 0.5 5 6246 0.0 -21 0.07876249411103717 0.06904994664508354 50 GTEX 100 5e-05 0.5 5 6246 0.0 -22 0.077586077629034 0.06836475236447592 50 GTEX 100 5e-05 0.5 5 6246 0.0 -23 0.07706034455019077 0.0678023443745003 50 GTEX 100 5e-05 0.5 5 6246 0.0 -24 0.07614123581615385 0.06732220717567682 50 GTEX 100 5e-05 0.5 5 6246 0.0 -25 0.07583659424475937 0.06687238762870487 50 GTEX 100 5e-05 0.5 5 6246 0.0 -26 0.07517778773651312 0.06644971524241305 50 GTEX 100 5e-05 0.5 5 6246 0.0 -27 0.07462280500041553 0.06605881825089455 50 GTEX 100 5e-05 0.5 5 6246 0.0 -28 0.07367403983591325 0.06571771713689026 50 GTEX 100 5e-05 0.5 5 6246 0.0 -29 0.07323839483888699 0.06541357423132817 50 GTEX 100 5e-05 0.5 5 6246 0.0 -30 0.07235500366093806 0.06507638924730368 50 GTEX 100 5e-05 0.5 5 6246 0.0 -31 0.07182537841830873 0.06466416426767868 50 GTEX 100 5e-05 0.5 5 6246 0.0 -32 0.07138320631838983 0.06425661068877113 50 GTEX 100 5e-05 0.5 5 6246 0.0 -33 0.07065047850210412 0.06380232315892956 50 GTEX 100 5e-05 0.5 5 6246 0.0 -34 0.0698647963826931 0.06330204534100035 50 GTEX 100 5e-05 0.5 5 6246 0.0 -35 0.06896885888072761 0.06278660880692105 50 GTEX 100 5e-05 0.5 5 6246 0.0 -36 0.06843213079940105 0.0622280352667484 50 GTEX 100 5e-05 0.5 5 6246 0.0 -37 0.06764886366838738 0.06161983315425681 50 GTEX 100 5e-05 0.5 5 6246 0.0 -38 0.06649594327738485 0.060923676803254806 50 GTEX 100 5e-05 0.5 5 6246 0.0 -39 0.06560646617369754 0.06009733162027121 50 GTEX 100 5e-05 0.5 5 6246 0.0 -40 0.0641441218184294 0.0591190261730903 50 GTEX 100 5e-05 0.5 5 6246 0.0 -41 0.06310708431488259 0.05805391526494189 50 GTEX 100 5e-05 0.5 5 6246 0.0 -42 0.06185810997164513 0.056930816771299665 50 GTEX 100 5e-05 0.5 5 6246 0.0 -43 0.060440644560462636 0.055786823995496386 50 GTEX 100 5e-05 0.5 5 6246 0.0 -44 0.059108882956344526 0.05461697447549254 50 GTEX 100 5e-05 0.5 5 6246 0.0 -45 0.057761752915597084 0.05347156920558826 50 GTEX 100 5e-05 0.5 5 6246 0.0 -46 0.05617420527947494 0.0522916630732016 50 GTEX 100 5e-05 0.5 5 6246 0.0 -47 0.05468532687569163 0.05111651133901719 50 GTEX 100 5e-05 0.5 5 6246 0.0 -48 0.05343263383608088 0.04990609546861268 50 GTEX 100 5e-05 0.5 5 6246 0.0 -49 0.051935713151096984 0.04872423616510607 50 GTEX 100 5e-05 0.5 5 6246 0.0 -50 0.05051300339019071 0.04746449373294192 50 GTEX 100 5e-05 0.5 5 6246 0.0 -51 0.04916830224147238 0.046185135140221836 50 GTEX 100 5e-05 0.5 5 6246 0.0 -52 0.047825364391450784 0.04499743167778385 50 GTEX 100 5e-05 0.5 5 6246 0.0 -53 0.04647530270975508 0.043719120953982775 50 GTEX 100 5e-05 0.5 5 6246 0.0 -54 0.04502380720966467 0.0424444446687236 50 GTEX 100 5e-05 0.5 5 6246 0.0 -55 0.043519218240668706 0.041132196507809735 50 GTEX 100 5e-05 0.5 5 6246 0.0 -56 0.04214783313660457 0.03975677025635433 50 GTEX 100 5e-05 0.5 5 6246 0.0 -57 0.04073037530153004 0.0383408176694986 50 GTEX 100 5e-05 0.5 5 6246 0.0 -58 0.03920483927702758 0.03701183337987376 50 GTEX 100 5e-05 0.5 5 6246 0.0 -59 0.03783706247883675 0.035629993998675745 50 GTEX 100 5e-05 0.5 5 6246 0.0 -60 0.03635640039975482 0.033920944161968086 50 GTEX 100 5e-05 0.5 5 6246 0.0 -61 0.03487383177281811 0.03245938805502064 50 GTEX 100 5e-05 0.5 5 6246 0.0 -62 0.0334169477802012 0.030975290616627203 50 GTEX 100 5e-05 0.5 5 6246 0.0 -63 0.03205363563402308 0.029519271541089385 50 GTEX 100 5e-05 0.5 5 6246 0.0 -64 0.030683500266281645 0.028272255950610902 50 GTEX 100 5e-05 0.5 5 6246 0.0 -65 0.029305406373214153 0.02692643403936135 50 GTEX 100 5e-05 0.5 5 6246 0.0 -66 0.0280652102696832 0.02577497772943271 50 GTEX 100 5e-05 0.5 5 6246 0.0 -67 0.026873442013136586 0.024565015430827786 50 GTEX 100 5e-05 0.5 5 6246 0.0 -68 0.025686674358330497 0.023489440440734984 50 GTEX 100 5e-05 0.5 5 6246 0.0 -69 0.024589013722054784 0.022444914725428526 50 GTEX 100 5e-05 0.5 5 6246 0.0 -70 0.023556191529092926 0.021543025428662963 50 GTEX 100 5e-05 0.5 5 6246 0.0 -71 0.022585049665676538 0.020624544673347883 50 GTEX 100 5e-05 0.5 5 6246 0.0 -72 0.02167250526244781 0.01982288419874562 50 GTEX 100 5e-05 0.5 5 6246 0.0 -73 0.020780513168138386 0.01901134868425108 50 GTEX 100 5e-05 0.5 5 6246 0.0 -74 0.01996746136884327 0.01827450139101014 50 GTEX 100 5e-05 0.5 5 6246 0.0 -75 0.01917034525924384 0.017585668178140664 50 GTEX 100 5e-05 0.5 5 6246 0.0 -76 0.018440062336775562 0.016934922418270274 50 GTEX 100 5e-05 0.5 5 6246 0.0 -77 0.017756083659891456 0.01633355029090219 50 GTEX 100 5e-05 0.5 5 6246 0.0 -78 0.017132593260384844 0.01577075621814329 50 GTEX 100 5e-05 0.5 5 6246 0.0 -79 0.01652879444594033 0.015258817906941185 50 GTEX 100 5e-05 0.5 5 6246 0.0 -80 0.015978079490081062 0.014762090713833902 50 GTEX 100 5e-05 0.5 5 6246 0.0 -81 0.015433913782365668 0.01427840244046239 50 GTEX 100 5e-05 0.5 5 6246 0.0 -82 0.01493620093431026 0.013765912465821994 50 GTEX 100 5e-05 0.5 5 6246 0.0 -83 0.014524779499035155 0.013493946084164848 50 GTEX 100 5e-05 0.5 5 6246 0.0 -84 0.014089670834221356 0.0130893204470976 50 GTEX 100 5e-05 0.5 5 6246 0.0 -85 0.013687311555000694 0.012725260287537433 50 GTEX 100 5e-05 0.5 5 6246 0.0 -86 0.013305771331244484 0.012384769250019082 50 GTEX 100 5e-05 0.5 5 6246 0.0 -87 0.012981413095580357 0.012067560292426284 50 GTEX 100 5e-05 0.5 5 6246 0.0 -88 0.012676137330206694 0.011859785044785348 50 GTEX 100 5e-05 0.5 5 6246 0.0 -89 0.0123696941283264 0.011631634860111846 50 GTEX 100 5e-05 0.5 5 6246 0.0 -90 0.012130257718322508 0.011378076616249724 50 GTEX 100 5e-05 0.5 5 6246 0.0 -91 0.011872577624895434 0.01117013669625888 50 GTEX 100 5e-05 0.5 5 6246 0.0 -92 0.011660379315432807 0.010992159670353389 50 GTEX 100 5e-05 0.5 5 6246 0.0 -93 0.011460744579670591 0.010814386437657668 50 GTEX 100 5e-05 0.5 5 6246 0.0 -94 0.01127873052348774 0.010625997347537669 50 GTEX 100 5e-05 0.5 5 6246 0.0 -95 0.011106443981475459 0.010507672552387637 50 GTEX 100 5e-05 0.5 5 6246 0.0 -96 0.010967888769100369 0.010377094075225378 50 GTEX 100 5e-05 0.5 5 6246 0.0 -97 0.010817473218729556 0.010255541280620225 50 GTEX 100 5e-05 0.5 5 6246 0.0 -98 0.010701789010012742 0.01015420045222053 50 GTEX 100 5e-05 0.5 5 6246 0.0 -99 0.010576641410286221 0.01003475361698424 50 GTEX 100 5e-05 0.5 5 6246 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00005lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00005lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 8905715d8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.00005lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16038024291715666 0.147853881290657 50 GTEX 100 5e-05 0.0 5 7209 0.0 -1 0.13753636544478837 0.12607926453247723 50 GTEX 100 5e-05 0.0 5 7209 0.0 -2 0.12201187971106198 0.11512255784789872 50 GTEX 100 5e-05 0.0 5 7209 0.0 -3 0.11372283867703857 0.10867332385236773 50 GTEX 100 5e-05 0.0 5 7209 0.0 -4 0.10839553074180305 0.10418111257283406 50 GTEX 100 5e-05 0.0 5 7209 0.0 -5 0.10440598501519567 0.10057110985309 50 GTEX 100 5e-05 0.0 5 7209 0.0 -6 0.10101054454490101 0.09734530000462278 50 GTEX 100 5e-05 0.0 5 7209 0.0 -7 0.09776801469727833 0.09411247359312533 50 GTEX 100 5e-05 0.0 5 7209 0.0 -8 0.09443869825412822 0.09071872968354153 50 GTEX 100 5e-05 0.0 5 7209 0.0 -9 0.09086338912841321 0.08699286189426034 50 GTEX 100 5e-05 0.0 5 7209 0.0 -10 0.0868877528456268 0.08281788174700375 50 GTEX 100 5e-05 0.0 5 7209 0.0 -11 0.08248548176219474 0.0783107526203752 50 GTEX 100 5e-05 0.0 5 7209 0.0 -12 0.0779682599969017 0.0740298936603867 50 GTEX 100 5e-05 0.0 5 7209 0.0 -13 0.0740359865693277 0.07070431968785057 50 GTEX 100 5e-05 0.0 5 7209 0.0 -14 0.07111866351048218 0.06836915010508475 50 GTEX 100 5e-05 0.0 5 7209 0.0 -15 0.06910388383377288 0.06686637272966225 50 GTEX 100 5e-05 0.0 5 7209 0.0 -16 0.06775186087940492 0.06581465278118283 50 GTEX 100 5e-05 0.0 5 7209 0.0 -17 0.06672361726772574 0.06499423422344285 50 GTEX 100 5e-05 0.0 5 7209 0.0 -18 0.06589599973368168 0.06430812100012266 50 GTEX 100 5e-05 0.0 5 7209 0.0 -19 0.06518419368366285 0.06372366578605011 50 GTEX 100 5e-05 0.0 5 7209 0.0 -20 0.06459843231186238 0.06326490521657603 50 GTEX 100 5e-05 0.0 5 7209 0.0 -21 0.06411404088430726 0.06286501679781951 50 GTEX 100 5e-05 0.0 5 7209 0.0 -22 0.06367871475434422 0.06250326653425457 50 GTEX 100 5e-05 0.0 5 7209 0.0 -23 0.06327323995163074 0.06213993079847029 50 GTEX 100 5e-05 0.0 5 7209 0.0 -24 0.06287591975704473 0.06177000234703827 50 GTEX 100 5e-05 0.0 5 7209 0.0 -25 0.06247880035548776 0.06138949912792149 50 GTEX 100 5e-05 0.0 5 7209 0.0 -26 0.062089669462983985 0.0610449458879663 50 GTEX 100 5e-05 0.0 5 7209 0.0 -27 0.06175071445947038 0.06074816877369418 50 GTEX 100 5e-05 0.0 5 7209 0.0 -28 0.061457532171438976 0.06049317460747953 50 GTEX 100 5e-05 0.0 5 7209 0.0 -29 0.061192281282529216 0.06025459449525795 50 GTEX 100 5e-05 0.0 5 7209 0.0 -30 0.06095053182602609 0.060043076662339635 50 GTEX 100 5e-05 0.0 5 7209 0.0 -31 0.06072551138904463 0.05983572522666971 50 GTEX 100 5e-05 0.0 5 7209 0.0 -32 0.06051273498767984 0.05963365205283854 50 GTEX 100 5e-05 0.0 5 7209 0.0 -33 0.060286343851244484 0.05942693076489543 50 GTEX 100 5e-05 0.0 5 7209 0.0 -34 0.060089895616045365 0.05925875851891567 50 GTEX 100 5e-05 0.0 5 7209 0.0 -35 0.059920684807218974 0.0591076446817515 50 GTEX 100 5e-05 0.0 5 7209 0.0 -36 0.05976044608600177 0.05896033077525548 50 GTEX 100 5e-05 0.0 5 7209 0.0 -37 0.0595814812252794 0.058780108468727464 50 GTEX 100 5e-05 0.0 5 7209 0.0 -38 0.05941509471064487 0.05863279665151023 50 GTEX 100 5e-05 0.0 5 7209 0.0 -39 0.05924017158763593 0.058472172211954804 50 GTEX 100 5e-05 0.0 5 7209 0.0 -40 0.05910006662970601 0.058364065831435046 50 GTEX 100 5e-05 0.0 5 7209 0.0 -41 0.05897853963940413 0.05824708200622874 50 GTEX 100 5e-05 0.0 5 7209 0.0 -42 0.05886235494873737 0.05814171844505538 50 GTEX 100 5e-05 0.0 5 7209 0.0 -43 0.05874611018240307 0.05802142749692777 50 GTEX 100 5e-05 0.0 5 7209 0.0 -44 0.05860528426137232 0.05789604721442148 50 GTEX 100 5e-05 0.0 5 7209 0.0 -45 0.05849480948452147 0.05780053252757955 50 GTEX 100 5e-05 0.0 5 7209 0.0 -46 0.058394758990722107 0.057713765998020375 50 GTEX 100 5e-05 0.0 5 7209 0.0 -47 0.05829870162445753 0.05762479663915054 50 GTEX 100 5e-05 0.0 5 7209 0.0 -48 0.0582058773592179 0.05753852680552142 50 GTEX 100 5e-05 0.0 5 7209 0.0 -49 0.058117948607471284 0.05745636045706136 50 GTEX 100 5e-05 0.0 5 7209 0.0 -50 0.05803112062765576 0.05738063675029196 50 GTEX 100 5e-05 0.0 5 7209 0.0 -51 0.05794728955554398 0.057296827116789927 50 GTEX 100 5e-05 0.0 5 7209 0.0 -52 0.05786760916158807 0.05722427392952116 50 GTEX 100 5e-05 0.0 5 7209 0.0 -53 0.05777407021906014 0.05711001351815666 50 GTEX 100 5e-05 0.0 5 7209 0.0 -54 0.05765561939066537 0.05699751174126968 50 GTEX 100 5e-05 0.0 5 7209 0.0 -55 0.057541887054627705 0.05690554066246 50 GTEX 100 5e-05 0.0 5 7209 0.0 -56 0.0574329469344697 0.05679546503399715 50 GTEX 100 5e-05 0.0 5 7209 0.0 -57 0.0573309580143728 0.05668631139363626 50 GTEX 100 5e-05 0.0 5 7209 0.0 -58 0.057203701325725 0.0565752267993335 50 GTEX 100 5e-05 0.0 5 7209 0.0 -59 0.05711022085770201 0.0565053339509343 50 GTEX 100 5e-05 0.0 5 7209 0.0 -60 0.0570401515348529 0.05643271899183667 50 GTEX 100 5e-05 0.0 5 7209 0.0 -61 0.056942293971534566 0.05632565929040936 50 GTEX 100 5e-05 0.0 5 7209 0.0 -62 0.05685052777767131 0.056228239967455886 50 GTEX 100 5e-05 0.0 5 7209 0.0 -63 0.05674337755384624 0.05614942846954322 50 GTEX 100 5e-05 0.0 5 7209 0.0 -64 0.05665842874865541 0.05602359961534181 50 GTEX 100 5e-05 0.0 5 7209 0.0 -65 0.056541868611136095 0.05595147820055032 50 GTEX 100 5e-05 0.0 5 7209 0.0 -66 0.056476662210703805 0.055888675096597056 50 GTEX 100 5e-05 0.0 5 7209 0.0 -67 0.056390993198724385 0.05580351581733263 50 GTEX 100 5e-05 0.0 5 7209 0.0 -68 0.056303991665318964 0.05570595421095311 50 GTEX 100 5e-05 0.0 5 7209 0.0 -69 0.05622138637032947 0.055651118759306666 50 GTEX 100 5e-05 0.0 5 7209 0.0 -70 0.05616486843569523 0.055596374577272525 50 GTEX 100 5e-05 0.0 5 7209 0.0 -71 0.056088929897322 0.05545711955020183 50 GTEX 100 5e-05 0.0 5 7209 0.0 -72 0.055905243734239565 0.055277400993575615 50 GTEX 100 5e-05 0.0 5 7209 0.0 -73 0.055741178862859925 0.05513913054090036 50 GTEX 100 5e-05 0.0 5 7209 0.0 -74 0.055632336799645986 0.055073228165394 50 GTEX 100 5e-05 0.0 5 7209 0.0 -75 0.05555682027681181 0.05495919592451913 50 GTEX 100 5e-05 0.0 5 7209 0.0 -76 0.055442469938841846 0.05487924574842471 50 GTEX 100 5e-05 0.0 5 7209 0.0 -77 0.0553783999553915 0.05482456544166282 50 GTEX 100 5e-05 0.0 5 7209 0.0 -78 0.055288349625832484 0.05470363871537914 50 GTEX 100 5e-05 0.0 5 7209 0.0 -79 0.05515206433274659 0.05457730642289717 50 GTEX 100 5e-05 0.0 5 7209 0.0 -80 0.05506633516561208 0.05452101037416168 50 GTEX 100 5e-05 0.0 5 7209 0.0 -81 0.0550106001164545 0.05445471506551645 50 GTEX 100 5e-05 0.0 5 7209 0.0 -82 0.05491622187275122 0.054346784368553995 50 GTEX 100 5e-05 0.0 5 7209 0.0 -83 0.054813353162409574 0.05423930347560703 50 GTEX 100 5e-05 0.0 5 7209 0.0 -84 0.05470497586683826 0.05414445921353741 50 GTEX 100 5e-05 0.0 5 7209 0.0 -85 0.054625843041761886 0.054083847394744256 50 GTEX 100 5e-05 0.0 5 7209 0.0 -86 0.05453427485178035 0.053954261401137016 50 GTEX 100 5e-05 0.0 5 7209 0.0 -87 0.0543824883577872 0.05381143863663474 50 GTEX 100 5e-05 0.0 5 7209 0.0 -88 0.05428759056338542 0.053755224480545115 50 GTEX 100 5e-05 0.0 5 7209 0.0 -89 0.05420688277473857 0.05363313357979626 50 GTEX 100 5e-05 0.0 5 7209 0.0 -90 0.05405507984216908 0.05350220414452227 50 GTEX 100 5e-05 0.0 5 7209 0.0 -91 0.053936038250494145 0.05336958927035105 50 GTEX 100 5e-05 0.0 5 7209 0.0 -92 0.053825610363821524 0.05327216437362673 50 GTEX 100 5e-05 0.0 5 7209 0.0 -93 0.05367236027303814 0.053092771220399855 50 GTEX 100 5e-05 0.0 5 7209 0.0 -94 0.05350361042550251 0.052942371902413694 50 GTEX 100 5e-05 0.0 5 7209 0.0 -95 0.053333658843467587 0.05275302672114209 50 GTEX 100 5e-05 0.0 5 7209 0.0 -96 0.05318864777540977 0.05264515033834561 50 GTEX 100 5e-05 0.0 5 7209 0.0 -97 0.053082092270747755 0.0525666523809782 50 GTEX 100 5e-05 0.0 5 7209 0.0 -98 0.05298673542196942 0.05243377257917544 50 GTEX 100 5e-05 0.0 5 7209 0.0 -99 0.05287319337361854 0.0523648346090838 50 GTEX 100 5e-05 0.0 5 7209 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.0005lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.0005lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index c4f954cc7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.0005lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1480745680341376 0.12279615670215947 100 GTEX 100 0.0005 0.1 5 7827 0.0 -1 0.1137750402865773 0.0999860310565836 100 GTEX 100 0.0005 0.1 5 7827 0.0 -2 0.09634759738920129 0.08394202269868706 100 GTEX 100 0.0005 0.1 5 7827 0.0 -3 0.08056168129829566 0.06874917512724155 100 GTEX 100 0.0005 0.1 5 7827 0.0 -4 0.06536196181130557 0.05427304768630307 100 GTEX 100 0.0005 0.1 5 7827 0.0 -5 0.0509570659830532 0.041174380824026496 100 GTEX 100 0.0005 0.1 5 7827 0.0 -6 0.03824067759750901 0.030254328446356515 100 GTEX 100 0.0005 0.1 5 7827 0.0 -7 0.02820462329576609 0.02238222922662365 100 GTEX 100 0.0005 0.1 5 7827 0.0 -8 0.021292756011254486 0.01711424553462308 100 GTEX 100 0.0005 0.1 5 7827 0.0 -9 0.016950277095436075 0.013909394360597143 100 GTEX 100 0.0005 0.1 5 7827 0.0 -10 0.014198257432613269 0.011983002341235545 100 GTEX 100 0.0005 0.1 5 7827 0.0 -11 0.012548379414905032 0.010802210188212277 100 GTEX 100 0.0005 0.1 5 7827 0.0 -12 0.011538784721362763 0.010062817275212518 100 GTEX 100 0.0005 0.1 5 7827 0.0 -13 0.010795416251797666 0.009589196759994945 100 GTEX 100 0.0005 0.1 5 7827 0.0 -14 0.010315130057358951 0.00923784188359636 100 GTEX 100 0.0005 0.1 5 7827 0.0 -15 0.009985160163345093 0.008974940753311712 100 GTEX 100 0.0005 0.1 5 7827 0.0 -16 0.009732695712535877 0.008765572890950927 100 GTEX 100 0.0005 0.1 5 7827 0.0 -17 0.009563236937377009 0.008591797772950773 100 GTEX 100 0.0005 0.1 5 7827 0.0 -18 0.009363463046262361 0.008468586476980053 100 GTEX 100 0.0005 0.1 5 7827 0.0 -19 0.009228194413900067 0.008348100995751161 100 GTEX 100 0.0005 0.1 5 7827 0.0 -20 0.00906801095482832 0.00824114446928406 100 GTEX 100 0.0005 0.1 5 7827 0.0 -21 0.008975482041224187 0.008139646512955541 100 GTEX 100 0.0005 0.1 5 7827 0.0 -22 0.008869630253815822 0.008051162560828058 100 GTEX 100 0.0005 0.1 5 7827 0.0 -23 0.008775313619161824 0.007971775108955432 100 GTEX 100 0.0005 0.1 5 7827 0.0 -24 0.008681380086464017 0.007886669988046354 100 GTEX 100 0.0005 0.1 5 7827 0.0 -25 0.00863749460995298 0.007848359325709452 100 GTEX 100 0.0005 0.1 5 7827 0.0 -26 0.008533913417379614 0.007766875096671142 100 GTEX 100 0.0005 0.1 5 7827 0.0 -27 0.008475583964027956 0.007728781159825538 100 GTEX 100 0.0005 0.1 5 7827 0.0 -28 0.008410541525851765 0.0076729008722554596 100 GTEX 100 0.0005 0.1 5 7827 0.0 -29 0.008350500954232233 0.007627342767418564 100 GTEX 100 0.0005 0.1 5 7827 0.0 -30 0.008304143300982574 0.00758392020826274 100 GTEX 100 0.0005 0.1 5 7827 0.0 -31 0.008312548659867799 0.007567114625196946 100 GTEX 100 0.0005 0.1 5 7827 0.0 -32 0.008263814927278387 0.007518315638199506 100 GTEX 100 0.0005 0.1 5 7827 0.0 -33 0.00819912389628302 0.007491867475834863 100 GTEX 100 0.0005 0.1 5 7827 0.0 -34 0.008142247189375828 0.007482728648208393 100 GTEX 100 0.0005 0.1 5 7827 0.0 -35 0.008126542042794078 0.007448062033325207 100 GTEX 100 0.0005 0.1 5 7827 0.0 -36 0.008134919703907865 0.007424119224297343 100 GTEX 100 0.0005 0.1 5 7827 0.0 -37 0.008102046160384095 0.007420472908736748 100 GTEX 100 0.0005 0.1 5 7827 0.0 -38 0.00812273199840305 0.007405794484137129 100 GTEX 100 0.0005 0.1 5 7827 0.0 -39 0.00807308312702235 0.007377307846108204 100 GTEX 100 0.0005 0.1 5 7827 0.0 -40 0.008071005852501263 0.007380573794302379 100 GTEX 100 0.0005 0.1 5 7827 0.0 -41 0.00802498032174925 0.007364374477444606 100 GTEX 100 0.0005 0.1 5 7827 0.0 -42 0.00803096306349819 0.0073557691648602486 100 GTEX 100 0.0005 0.1 5 7827 0.0 -43 0.007978735795220768 0.007356900990915842 100 GTEX 100 0.0005 0.1 5 7827 0.0 -44 0.008005132050394817 0.0073407327919178585 100 GTEX 100 0.0005 0.1 5 7827 0.0 -45 0.007969005860860875 0.007333029245695687 100 GTEX 100 0.0005 0.1 5 7827 0.0 -46 0.00791615310037597 0.007331852422241022 100 GTEX 100 0.0005 0.1 5 7827 0.0 -47 0.007941505368029674 0.007340554470203448 100 GTEX 100 0.0005 0.1 5 7827 0.0 -48 0.007947762086444462 0.0072942027457398384 100 GTEX 100 0.0005 0.1 5 7827 0.0 -49 0.007947994726927924 0.007302142215800602 100 GTEX 100 0.0005 0.1 5 7827 0.0 -50 0.007913440608571862 0.007287129520760856 100 GTEX 100 0.0005 0.1 5 7827 0.0 -51 0.007918783019715808 0.007277160401353365 100 GTEX 100 0.0005 0.1 5 7827 0.0 -52 0.007962877025814583 0.00727760605336992 100 GTEX 100 0.0005 0.1 5 7827 0.0 -53 0.007941165276806716 0.007290024751223652 100 GTEX 100 0.0005 0.1 5 7827 0.0 -54 0.007931803060659917 0.007277626726606386 100 GTEX 100 0.0005 0.1 5 7827 0.0 -55 0.007918112285467073 0.0072735517406163335 100 GTEX 100 0.0005 0.1 5 7827 0.0 -56 0.007896789124679579 0.007276106813476339 100 GTEX 100 0.0005 0.1 5 7827 0.0 -57 0.007853239587150743 0.007261605786350857 100 GTEX 100 0.0005 0.1 5 7827 0.0 -58 0.007886055898359293 0.0072622591781893835 100 GTEX 100 0.0005 0.1 5 7827 0.0 -59 0.007875066749720874 0.007264765563771525 100 GTEX 100 0.0005 0.1 5 7827 0.0 -60 0.007818452179376038 0.007240617968241185 100 GTEX 100 0.0005 0.1 5 7827 0.0 -61 0.007847097530265324 0.007245521282444322 100 GTEX 100 0.0005 0.1 5 7827 0.0 -62 0.007885626209271163 0.007242133430145086 100 GTEX 100 0.0005 0.1 5 7827 0.0 -63 0.007831934742882157 0.007250818147717093 100 GTEX 100 0.0005 0.1 5 7827 0.0 -64 0.007869258630561173 0.007239186826441791 100 GTEX 100 0.0005 0.1 5 7827 0.0 -65 0.007829435250414055 0.00724188859323075 100 GTEX 100 0.0005 0.1 5 7827 0.0 -66 0.007842085820041244 0.0072383187505852134 100 GTEX 100 0.0005 0.1 5 7827 0.0 -67 0.007822774044498038 0.007238247672612903 100 GTEX 100 0.0005 0.1 5 7827 0.0 -68 0.007827778723418674 0.007224861573172953 100 GTEX 100 0.0005 0.1 5 7827 0.0 -69 0.007811736785232694 0.0072181660118920046 100 GTEX 100 0.0005 0.1 5 7827 0.0 -70 0.007839167365467673 0.007223954277304302 100 GTEX 100 0.0005 0.1 5 7827 0.0 -71 0.007816084373972148 0.007221691073148649 100 GTEX 100 0.0005 0.1 5 7827 0.0 -72 0.0078072026101422744 0.0072227457145179405 100 GTEX 100 0.0005 0.1 5 7827 0.0 -73 0.007792028783876349 0.007209513823328249 100 GTEX 100 0.0005 0.1 5 7827 0.0 -74 0.00777415014875027 0.007202231376555823 100 GTEX 100 0.0005 0.1 5 7827 0.0 -75 0.007810613950735128 0.007214956578688816 100 GTEX 100 0.0005 0.1 5 7827 0.0 -76 0.007775030128958454 0.007207477323625931 100 GTEX 100 0.0005 0.1 5 7827 0.0 -77 0.007789566790742312 0.007194261530506294 100 GTEX 100 0.0005 0.1 5 7827 0.0 -78 0.007773551048524618 0.007194168911715651 100 GTEX 100 0.0005 0.1 5 7827 0.0 -79 0.007805968422194374 0.007200186512656085 100 GTEX 100 0.0005 0.1 5 7827 0.0 -80 0.007761081859207341 0.007195802959666619 100 GTEX 100 0.0005 0.1 5 7827 0.0 -81 0.007774652454093472 0.007191413974552327 100 GTEX 100 0.0005 0.1 5 7827 0.0 -82 0.007803937520690556 0.007185040732328656 100 GTEX 100 0.0005 0.1 5 7827 0.0 -83 0.007787679127722764 0.007189229518500911 100 GTEX 100 0.0005 0.1 5 7827 0.0 -84 0.007759924424949727 0.0071988010499272285 100 GTEX 100 0.0005 0.1 5 7827 0.0 -85 0.0077936655582154365 0.007189862578823992 100 GTEX 100 0.0005 0.1 5 7827 0.0 -86 0.007817640718124989 0.007200909982091914 100 GTEX 100 0.0005 0.1 5 7827 0.0 -87 0.007779565294396856 0.007190857319862444 100 GTEX 100 0.0005 0.1 5 7827 0.0 -88 0.007791763992006794 0.0071804326279053445 100 GTEX 100 0.0005 0.1 5 7827 0.0 -89 0.0077884626988779185 0.007180151113524976 100 GTEX 100 0.0005 0.1 5 7827 0.0 -90 0.007796941976118733 0.0071911159619519015 100 GTEX 100 0.0005 0.1 5 7827 0.0 -91 0.0077443995340471 0.007174867077840372 100 GTEX 100 0.0005 0.1 5 7827 0.0 -92 0.007737947085852027 0.007178870922117405 100 GTEX 100 0.0005 0.1 5 7827 0.0 -93 0.007756925817412579 0.0071839562656194995 100 GTEX 100 0.0005 0.1 5 7827 0.0 -94 0.007763703536780165 0.007171413659369538 100 GTEX 100 0.0005 0.1 5 7827 0.0 -95 0.007764400710280246 0.007180509832067974 100 GTEX 100 0.0005 0.1 5 7827 0.0 -96 0.007814823172258921 0.007180814847293462 100 GTEX 100 0.0005 0.1 5 7827 0.0 -97 0.007781683605989072 0.007187320772884236 100 GTEX 100 0.0005 0.1 5 7827 0.0 -98 0.007783154861817969 0.007184767444040839 100 GTEX 100 0.0005 0.1 5 7827 0.0 -99 0.007748079494307267 0.0071816996515448785 100 GTEX 100 0.0005 0.1 5 7827 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.0005lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.0005lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 855c401e3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.0005lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.15343449763490138 0.12754397006429194 100 GTEX 100 0.0005 0.5 5 6333 0.0 -1 0.1318507915660007 0.10705348648159223 100 GTEX 100 0.0005 0.5 5 6333 0.0 -2 0.11760165891164936 0.08959152305874081 100 GTEX 100 0.0005 0.5 5 6333 0.0 -3 0.10002806758718807 0.07237285809031911 100 GTEX 100 0.0005 0.5 5 6333 0.0 -4 0.08196021709168134 0.059612073599159036 100 GTEX 100 0.0005 0.5 5 6333 0.0 -5 0.06705810320924162 0.04980528803662655 100 GTEX 100 0.0005 0.5 5 6333 0.0 -6 0.05348098682330354 0.03898806535699068 100 GTEX 100 0.0005 0.5 5 6333 0.0 -7 0.03946095984576684 0.028483785674712502 100 GTEX 100 0.0005 0.5 5 6333 0.0 -8 0.0288464781965262 0.022012525241637864 100 GTEX 100 0.0005 0.5 5 6333 0.0 -9 0.022061587286831913 0.01683779871055835 100 GTEX 100 0.0005 0.5 5 6333 0.0 -10 0.017937392516200766 0.014027588370436725 100 GTEX 100 0.0005 0.5 5 6333 0.0 -11 0.015437310006207022 0.012854934372574432 100 GTEX 100 0.0005 0.5 5 6333 0.0 -12 0.013902193915366094 0.011740497139923473 100 GTEX 100 0.0005 0.5 5 6333 0.0 -13 0.012893173781350402 0.011274000176515416 100 GTEX 100 0.0005 0.5 5 6333 0.0 -14 0.012177589939407641 0.010713713813728933 100 GTEX 100 0.0005 0.5 5 6333 0.0 -15 0.011661386017192691 0.010440372869004089 100 GTEX 100 0.0005 0.5 5 6333 0.0 -16 0.011265774698597653 0.010157414874904735 100 GTEX 100 0.0005 0.5 5 6333 0.0 -17 0.010971808640888975 0.009986165181482246 100 GTEX 100 0.0005 0.5 5 6333 0.0 -18 0.010729232944943207 0.009864032307476825 100 GTEX 100 0.0005 0.5 5 6333 0.0 -19 0.010538058144238043 0.009780646004349334 100 GTEX 100 0.0005 0.5 5 6333 0.0 -20 0.010340417313050182 0.009634674179718295 100 GTEX 100 0.0005 0.5 5 6333 0.0 -21 0.01018017308987788 0.009530269321295018 100 GTEX 100 0.0005 0.5 5 6333 0.0 -22 0.010069040317150146 0.009476491806058376 100 GTEX 100 0.0005 0.5 5 6333 0.0 -23 0.009960585105973368 0.00937351933237831 100 GTEX 100 0.0005 0.5 5 6333 0.0 -24 0.009861711995052262 0.009291734071908794 100 GTEX 100 0.0005 0.5 5 6333 0.0 -25 0.009772031984906917 0.00922559458450786 100 GTEX 100 0.0005 0.5 5 6333 0.0 -26 0.009661369502927675 0.009140431328531453 100 GTEX 100 0.0005 0.5 5 6333 0.0 -27 0.009613919811343156 0.009084729693773354 100 GTEX 100 0.0005 0.5 5 6333 0.0 -28 0.009542905823619285 0.009000242946265767 100 GTEX 100 0.0005 0.5 5 6333 0.0 -29 0.009457975096337154 0.008948214635422927 100 GTEX 100 0.0005 0.5 5 6333 0.0 -30 0.009394465607740602 0.008886724381137483 100 GTEX 100 0.0005 0.5 5 6333 0.0 -31 0.009366997543321412 0.008840948608863263 100 GTEX 100 0.0005 0.5 5 6333 0.0 -32 0.009322864955854451 0.008823497178380027 100 GTEX 100 0.0005 0.5 5 6333 0.0 -33 0.00926760513295329 0.008796298479795909 100 GTEX 100 0.0005 0.5 5 6333 0.0 -34 0.009236427974217549 0.00875325273977373 100 GTEX 100 0.0005 0.5 5 6333 0.0 -35 0.009192865518584503 0.008729750800438706 100 GTEX 100 0.0005 0.5 5 6333 0.0 -36 0.009194589328495768 0.008733262637268908 100 GTEX 100 0.0005 0.5 5 6333 0.0 -37 0.009165616739363036 0.008694323583615823 100 GTEX 100 0.0005 0.5 5 6333 0.0 -38 0.00915873355201781 0.008690043341920856 100 GTEX 100 0.0005 0.5 5 6333 0.0 -39 0.009129381040922783 0.008682719070620184 100 GTEX 100 0.0005 0.5 5 6333 0.0 -40 0.009109712983093494 0.00862216966814528 100 GTEX 100 0.0005 0.5 5 6333 0.0 -41 0.009104414116813545 0.008634244148467203 100 GTEX 100 0.0005 0.5 5 6333 0.0 -42 0.009103482540134544 0.008628934728045427 100 GTEX 100 0.0005 0.5 5 6333 0.0 -43 0.00909138618855 0.008626612285754074 100 GTEX 100 0.0005 0.5 5 6333 0.0 -44 0.009056743942012255 0.008597901618610997 100 GTEX 100 0.0005 0.5 5 6333 0.0 -45 0.009052119854992302 0.008574113642846451 100 GTEX 100 0.0005 0.5 5 6333 0.0 -46 0.009078553848454948 0.008576364415793365 100 GTEX 100 0.0005 0.5 5 6333 0.0 -47 0.009025969034059065 0.008595965140474386 100 GTEX 100 0.0005 0.5 5 6333 0.0 -48 0.009030396954068019 0.008559806484856533 100 GTEX 100 0.0005 0.5 5 6333 0.0 -49 0.009060135844308308 0.008546589785202374 100 GTEX 100 0.0005 0.5 5 6333 0.0 -50 0.009013094648984843 0.008563230522401885 100 GTEX 100 0.0005 0.5 5 6333 0.0 -51 0.00902314854828495 0.008551683917839944 100 GTEX 100 0.0005 0.5 5 6333 0.0 -52 0.008999665351581603 0.008579152551242381 100 GTEX 100 0.0005 0.5 5 6333 0.0 -53 0.009014774317137667 0.00854668257042709 100 GTEX 100 0.0005 0.5 5 6333 0.0 -54 0.008979244907097868 0.008519208936920184 100 GTEX 100 0.0005 0.5 5 6333 0.0 -55 0.009001156558097039 0.008527512966651654 100 GTEX 100 0.0005 0.5 5 6333 0.0 -56 0.009009335326209697 0.008528323284573428 100 GTEX 100 0.0005 0.5 5 6333 0.0 -57 0.009016462003105265 0.008535185945662936 100 GTEX 100 0.0005 0.5 5 6333 0.0 -58 0.008991119267858326 0.008520115358124667 100 GTEX 100 0.0005 0.5 5 6333 0.0 -59 0.008984454565719785 0.00849699297346203 100 GTEX 100 0.0005 0.5 5 6333 0.0 -60 0.008976246408560975 0.0085059094628737 100 GTEX 100 0.0005 0.5 5 6333 0.0 -61 0.008948403447996295 0.008506949948493972 100 GTEX 100 0.0005 0.5 5 6333 0.0 -62 0.008981137029536236 0.008515328356549993 100 GTEX 100 0.0005 0.5 5 6333 0.0 -63 0.008969706154413764 0.008524612098677303 100 GTEX 100 0.0005 0.5 5 6333 0.0 -64 0.008948095837865527 0.008513868329586186 100 GTEX 100 0.0005 0.5 5 6333 0.0 -65 0.00896737130442041 0.008502112775899386 100 GTEX 100 0.0005 0.5 5 6333 0.0 -66 0.008944148252565374 0.008474350007456291 100 GTEX 100 0.0005 0.5 5 6333 0.0 -67 0.008956750158546743 0.008470182944471619 100 GTEX 100 0.0005 0.5 5 6333 0.0 -68 0.008972758665134703 0.008448080358028185 100 GTEX 100 0.0005 0.5 5 6333 0.0 -69 0.008953749848716807 0.00849959870425014 100 GTEX 100 0.0005 0.5 5 6333 0.0 -70 0.008946183759379146 0.008501198018826686 100 GTEX 100 0.0005 0.5 5 6333 0.0 -71 0.008936867839073895 0.008483958820114797 100 GTEX 100 0.0005 0.5 5 6333 0.0 -72 0.008954399863276303 0.00849487712188932 100 GTEX 100 0.0005 0.5 5 6333 0.0 -73 0.008959052285148606 0.008459380031085286 100 GTEX 100 0.0005 0.5 5 6333 0.0 -74 0.008940989373630935 0.008478214610155544 100 GTEX 100 0.0005 0.5 5 6333 0.0 -75 0.00893970034389687 0.008464046208605793 100 GTEX 100 0.0005 0.5 5 6333 0.0 -76 0.008916063228307474 0.008454413231136455 100 GTEX 100 0.0005 0.5 5 6333 0.0 -77 0.008954244592511642 0.00848984009384429 100 GTEX 100 0.0005 0.5 5 6333 0.0 -78 0.008916984759157028 0.00847985741360106 100 GTEX 100 0.0005 0.5 5 6333 0.0 -79 0.008929414832729422 0.008489583622480073 100 GTEX 100 0.0005 0.5 5 6333 0.0 -80 0.008914626299393671 0.00844824668586594 100 GTEX 100 0.0005 0.5 5 6333 0.0 -81 0.008922314464442296 0.008476942919279687 100 GTEX 100 0.0005 0.5 5 6333 0.0 -82 0.00892692179464058 0.00847924674928415 100 GTEX 100 0.0005 0.5 5 6333 0.0 -83 0.008928159699320095 0.008440512147494823 100 GTEX 100 0.0005 0.5 5 6333 0.0 -84 0.00895857740999499 0.00845057417783787 100 GTEX 100 0.0005 0.5 5 6333 0.0 -85 0.008921793320156132 0.008477308982168768 100 GTEX 100 0.0005 0.5 5 6333 0.0 -86 0.008951312683096145 0.008460170054673696 100 GTEX 100 0.0005 0.5 5 6333 0.0 -87 0.00894456111818231 0.00848119368797926 100 GTEX 100 0.0005 0.5 5 6333 0.0 -88 0.00893685205931949 0.008481582853334032 100 GTEX 100 0.0005 0.5 5 6333 0.0 -89 0.008919332182841334 0.008459546227900475 100 GTEX 100 0.0005 0.5 5 6333 0.0 -90 0.008926979648985233 0.008453635541375145 100 GTEX 100 0.0005 0.5 5 6333 0.0 -91 0.008894091444189367 0.00846111250000195 100 GTEX 100 0.0005 0.5 5 6333 0.0 -92 0.00892049433775439 0.00845429863242482 100 GTEX 100 0.0005 0.5 5 6333 0.0 -93 0.008911992700950918 0.008447191284919872 100 GTEX 100 0.0005 0.5 5 6333 0.0 -94 0.00893732479863869 0.008409790990399657 100 GTEX 100 0.0005 0.5 5 6333 0.0 -95 0.008930570377977204 0.008466422752594087 100 GTEX 100 0.0005 0.5 5 6333 0.0 -96 0.008923465764779431 0.008463165138497552 100 GTEX 100 0.0005 0.5 5 6333 0.0 -97 0.008949308222712811 0.00845325717652932 100 GTEX 100 0.0005 0.5 5 6333 0.0 -98 0.008890600283290305 0.008442569878164807 100 GTEX 100 0.0005 0.5 5 6333 0.0 -99 0.00891590194767407 0.008447225141859553 100 GTEX 100 0.0005 0.5 5 6333 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.0005lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.0005lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 78b70e274..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.0005lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.13853548163375168 0.11026910165530193 100 GTEX 100 0.0005 0.0 5 9268 0.0 -1 0.10108601703910877 0.0938570858351178 100 GTEX 100 0.0005 0.0 5 9268 0.0 -2 0.08528534543102491 0.07670057174030818 100 GTEX 100 0.0005 0.0 5 9268 0.0 -3 0.06981759101744248 0.0661946792056352 100 GTEX 100 0.0005 0.0 5 9268 0.0 -4 0.06449744117931137 0.06374083331895872 100 GTEX 100 0.0005 0.0 5 9268 0.0 -5 0.06253290501503553 0.06205109203722994 100 GTEX 100 0.0005 0.0 5 9268 0.0 -6 0.060915156731031206 0.06044493287008525 100 GTEX 100 0.0005 0.0 5 9268 0.0 -7 0.0594497621244364 0.05910869417251743 100 GTEX 100 0.0005 0.0 5 9268 0.0 -8 0.05847807152894642 0.0583679966288601 100 GTEX 100 0.0005 0.0 5 9268 0.0 -9 0.057833729093626586 0.05777817276154181 100 GTEX 100 0.0005 0.0 5 9268 0.0 -10 0.057286246932253634 0.057221177143855696 100 GTEX 100 0.0005 0.0 5 9268 0.0 -11 0.056786265819194486 0.056724772069730686 100 GTEX 100 0.0005 0.0 5 9268 0.0 -12 0.05625832958745644 0.05610728091046838 100 GTEX 100 0.0005 0.0 5 9268 0.0 -13 0.05563754104672005 0.05556535341213865 100 GTEX 100 0.0005 0.0 5 9268 0.0 -14 0.05518664769593005 0.055050473136140365 100 GTEX 100 0.0005 0.0 5 9268 0.0 -15 0.054647633652601696 0.05461426109018888 100 GTEX 100 0.0005 0.0 5 9268 0.0 -16 0.05430834732136757 0.05426076941277138 100 GTEX 100 0.0005 0.0 5 9268 0.0 -17 0.05399148848041179 0.05391093632454201 100 GTEX 100 0.0005 0.0 5 9268 0.0 -18 0.05359773036221195 0.05340973751003298 100 GTEX 100 0.0005 0.0 5 9268 0.0 -19 0.05304071990539144 0.052783381009736445 100 GTEX 100 0.0005 0.0 5 9268 0.0 -20 0.052445223722797744 0.052302114013936585 100 GTEX 100 0.0005 0.0 5 9268 0.0 -21 0.05198354006728099 0.05180006063483061 100 GTEX 100 0.0005 0.0 5 9268 0.0 -22 0.05152404697729389 0.051397192061740635 100 GTEX 100 0.0005 0.0 5 9268 0.0 -23 0.05098827953803649 0.05076043592489717 100 GTEX 100 0.0005 0.0 5 9268 0.0 -24 0.05033417290789444 0.04993152679315991 100 GTEX 100 0.0005 0.0 5 9268 0.0 -25 0.049604018508925214 0.04918707292456137 100 GTEX 100 0.0005 0.0 5 9268 0.0 -26 0.04866809140506385 0.04805604510094277 100 GTEX 100 0.0005 0.0 5 9268 0.0 -27 0.047230068408877515 0.045973123394717735 100 GTEX 100 0.0005 0.0 5 9268 0.0 -28 0.044232199501529144 0.04134873761140349 100 GTEX 100 0.0005 0.0 5 9268 0.0 -29 0.023073180892959344 0.0137255524246185 100 GTEX 100 0.0005 0.0 5 9268 0.0 -30 0.011292565129091329 0.009816865982069942 100 GTEX 100 0.0005 0.0 5 9268 0.0 -31 0.009172629071154613 0.008794057296284479 100 GTEX 100 0.0005 0.0 5 9268 0.0 -32 0.008503194501716181 0.008340148609344044 100 GTEX 100 0.0005 0.0 5 9268 0.0 -33 0.008137687155598145 0.008043025997414221 100 GTEX 100 0.0005 0.0 5 9268 0.0 -34 0.007895693746834657 0.007843842310299777 100 GTEX 100 0.0005 0.0 5 9268 0.0 -35 0.007729077988087869 0.007698158946015762 100 GTEX 100 0.0005 0.0 5 9268 0.0 -36 0.007610901757552189 0.007590691431535288 100 GTEX 100 0.0005 0.0 5 9268 0.0 -37 0.0075253769650593366 0.007509485843233736 100 GTEX 100 0.0005 0.0 5 9268 0.0 -38 0.0074581366357591985 0.007446347155073523 100 GTEX 100 0.0005 0.0 5 9268 0.0 -39 0.007403205778922764 0.007395009280044316 100 GTEX 100 0.0005 0.0 5 9268 0.0 -40 0.0073590025259904915 0.007360670745670229 100 GTEX 100 0.0005 0.0 5 9268 0.0 -41 0.007327511580459269 0.00732039515559381 100 GTEX 100 0.0005 0.0 5 9268 0.0 -42 0.007298227858018306 0.0072903899872540975 100 GTEX 100 0.0005 0.0 5 9268 0.0 -43 0.00727239276143878 0.007268225497959231 100 GTEX 100 0.0005 0.0 5 9268 0.0 -44 0.007254823356641753 0.0072539532875833404 100 GTEX 100 0.0005 0.0 5 9268 0.0 -45 0.007236378610345043 0.0072347232523044935 100 GTEX 100 0.0005 0.0 5 9268 0.0 -46 0.007223003928217963 0.007219703083666672 100 GTEX 100 0.0005 0.0 5 9268 0.0 -47 0.007209435163955697 0.007211011361699027 100 GTEX 100 0.0005 0.0 5 9268 0.0 -48 0.0071974204487908165 0.007192668204015199 100 GTEX 100 0.0005 0.0 5 9268 0.0 -49 0.007189733150628696 0.007191465850636193 100 GTEX 100 0.0005 0.0 5 9268 0.0 -50 0.007180049752147013 0.007178815380942799 100 GTEX 100 0.0005 0.0 5 9268 0.0 -51 0.007171127960039435 0.007173325381323185 100 GTEX 100 0.0005 0.0 5 9268 0.0 -52 0.007164124371042215 0.0071689608106708345 100 GTEX 100 0.0005 0.0 5 9268 0.0 -53 0.007158310723169226 0.007157147028076218 100 GTEX 100 0.0005 0.0 5 9268 0.0 -54 0.007150813665473563 0.007142786467766581 100 GTEX 100 0.0005 0.0 5 9268 0.0 -55 0.007143463946314627 0.007145825504350119 100 GTEX 100 0.0005 0.0 5 9268 0.0 -56 0.007140364197067176 0.007134157888053034 100 GTEX 100 0.0005 0.0 5 9268 0.0 -57 0.00713744961844626 0.0071298198901938396 100 GTEX 100 0.0005 0.0 5 9268 0.0 -58 0.007129783001901989 0.0071316420210405 100 GTEX 100 0.0005 0.0 5 9268 0.0 -59 0.007127034336622059 0.0071247095373165245 100 GTEX 100 0.0005 0.0 5 9268 0.0 -60 0.007122562679326278 0.007117086731095731 100 GTEX 100 0.0005 0.0 5 9268 0.0 -61 0.007120230931855972 0.007111022739313515 100 GTEX 100 0.0005 0.0 5 9268 0.0 -62 0.007114881905291776 0.00710816185978089 100 GTEX 100 0.0005 0.0 5 9268 0.0 -63 0.007112284891928695 0.00710128183643061 100 GTEX 100 0.0005 0.0 5 9268 0.0 -64 0.007107419430386356 0.007101685465614492 100 GTEX 100 0.0005 0.0 5 9268 0.0 -65 0.007105898611659537 0.0071078418778829245 100 GTEX 100 0.0005 0.0 5 9268 0.0 -66 0.007102952814204798 0.007096679348271949 100 GTEX 100 0.0005 0.0 5 9268 0.0 -67 0.007098257707763832 0.007097771047780949 100 GTEX 100 0.0005 0.0 5 9268 0.0 -68 0.007097788557681364 0.007093890802049478 100 GTEX 100 0.0005 0.0 5 9268 0.0 -69 0.007094751902267351 0.007083068617722267 100 GTEX 100 0.0005 0.0 5 9268 0.0 -70 0.007091374705807578 0.00708649616808889 100 GTEX 100 0.0005 0.0 5 9268 0.0 -71 0.007089558726884334 0.0070840850571602465 100 GTEX 100 0.0005 0.0 5 9268 0.0 -72 0.007087658168682109 0.007087622873640899 100 GTEX 100 0.0005 0.0 5 9268 0.0 -73 0.007084609086550414 0.007075495341573151 100 GTEX 100 0.0005 0.0 5 9268 0.0 -74 0.007083195077989841 0.00707768082986993 100 GTEX 100 0.0005 0.0 5 9268 0.0 -75 0.007081933943959083 0.007073729376914157 100 GTEX 100 0.0005 0.0 5 9268 0.0 -76 0.007079837887848054 0.007077191019706966 100 GTEX 100 0.0005 0.0 5 9268 0.0 -77 0.007078548288518793 0.00707131502229168 100 GTEX 100 0.0005 0.0 5 9268 0.0 -78 0.007076737355038301 0.007071829581555305 100 GTEX 100 0.0005 0.0 5 9268 0.0 -79 0.007074203577907458 0.007072758660811095 100 GTEX 100 0.0005 0.0 5 9268 0.0 -80 0.007074202605463848 0.0070640914117343755 100 GTEX 100 0.0005 0.0 5 9268 0.0 -81 0.007069850746285258 0.007075038145406051 100 GTEX 100 0.0005 0.0 5 9268 0.0 -82 0.007070211480808737 0.007063901108537337 100 GTEX 100 0.0005 0.0 5 9268 0.0 -83 0.007068127004449963 0.007067573079733114 100 GTEX 100 0.0005 0.0 5 9268 0.0 -84 0.007065741178490402 0.0070616280741479685 100 GTEX 100 0.0005 0.0 5 9268 0.0 -85 0.007065600143818143 0.007056507138542462 100 GTEX 100 0.0005 0.0 5 9268 0.0 -86 0.007064165864850068 0.007055230467038463 100 GTEX 100 0.0005 0.0 5 9268 0.0 -87 0.007061755611471029 0.007057811353114848 100 GTEX 100 0.0005 0.0 5 9268 0.0 -88 0.007059622866641547 0.007051202820918519 100 GTEX 100 0.0005 0.0 5 9268 0.0 -89 0.0070597322317718 0.0070489478906609485 100 GTEX 100 0.0005 0.0 5 9268 0.0 -90 0.0070595584399160026 0.00705538937085425 100 GTEX 100 0.0005 0.0 5 9268 0.0 -91 0.007056492020693681 0.007048131807746202 100 GTEX 100 0.0005 0.0 5 9268 0.0 -92 0.007056617621893935 0.007046825553471144 100 GTEX 100 0.0005 0.0 5 9268 0.0 -93 0.007052959854302083 0.0070541633980015835 100 GTEX 100 0.0005 0.0 5 9268 0.0 -94 0.007057695855661319 0.007043345464825517 100 GTEX 100 0.0005 0.0 5 9268 0.0 -95 0.007054197783624706 0.007041636661417471 100 GTEX 100 0.0005 0.0 5 9268 0.0 -96 0.007050062594326352 0.007052544752284601 100 GTEX 100 0.0005 0.0 5 9268 0.0 -97 0.007049320427970623 0.007044595712264681 100 GTEX 100 0.0005 0.0 5 9268 0.0 -98 0.0070445331719468755 0.00703787729816915 100 GTEX 100 0.0005 0.0 5 9268 0.0 -99 0.007044971783119042 0.007041787186871237 100 GTEX 100 0.0005 0.0 5 9268 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.0005lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.0005lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 4100e2331..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.0005lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.12401693635412112 0.09693285035316482 50 GTEX 100 0.0005 0.1 5 7288 0.0 -1 0.08510608495688934 0.06972205507154701 50 GTEX 100 0.0005 0.1 5 7288 0.0 -2 0.06318231278939346 0.05670677257892977 50 GTEX 100 0.0005 0.1 5 7288 0.0 -3 0.05616442530598045 0.0527311920156497 50 GTEX 100 0.0005 0.1 5 7288 0.0 -4 0.04921846556592053 0.038492698279057165 50 GTEX 100 0.0005 0.1 5 7288 0.0 -5 0.02616613277571467 0.015930334042346977 50 GTEX 100 0.0005 0.1 5 7288 0.0 -6 0.013700725458380575 0.01074859633963881 50 GTEX 100 0.0005 0.1 5 7288 0.0 -7 0.010730385788302902 0.009300141368670382 50 GTEX 100 0.0005 0.1 5 7288 0.0 -8 0.009786053176222028 0.008717231892895647 50 GTEX 100 0.0005 0.1 5 7288 0.0 -9 0.00927999250921737 0.008378540981072267 50 GTEX 100 0.0005 0.1 5 7288 0.0 -10 0.008982194878583575 0.008075851881557884 50 GTEX 100 0.0005 0.1 5 7288 0.0 -11 0.008693824666612747 0.007850510899522855 50 GTEX 100 0.0005 0.1 5 7288 0.0 -12 0.008503869543491683 0.007681917462023435 50 GTEX 100 0.0005 0.1 5 7288 0.0 -13 0.008348875683600999 0.007520287817329905 50 GTEX 100 0.0005 0.1 5 7288 0.0 -14 0.008244322489616932 0.0074204951321118345 50 GTEX 100 0.0005 0.1 5 7288 0.0 -15 0.00808434680691952 0.007324913753455101 50 GTEX 100 0.0005 0.1 5 7288 0.0 -16 0.007964972008892868 0.007237855904069889 50 GTEX 100 0.0005 0.1 5 7288 0.0 -17 0.00788576676721487 0.00711992823655147 50 GTEX 100 0.0005 0.1 5 7288 0.0 -18 0.00785070605167976 0.007018220905717391 50 GTEX 100 0.0005 0.1 5 7288 0.0 -19 0.007692523443095722 0.006940391593694177 50 GTEX 100 0.0005 0.1 5 7288 0.0 -20 0.007637094387756465 0.006825447645562457 50 GTEX 100 0.0005 0.1 5 7288 0.0 -21 0.00754475780342963 0.006757208128449128 50 GTEX 100 0.0005 0.1 5 7288 0.0 -22 0.007449692046865734 0.006685134527156618 50 GTEX 100 0.0005 0.1 5 7288 0.0 -23 0.007425620975634912 0.006639658356574098 50 GTEX 100 0.0005 0.1 5 7288 0.0 -24 0.007331795542415031 0.006592401484834887 50 GTEX 100 0.0005 0.1 5 7288 0.0 -25 0.007260717476264714 0.006552094459965712 50 GTEX 100 0.0005 0.1 5 7288 0.0 -26 0.007260615816212946 0.006514148397137457 50 GTEX 100 0.0005 0.1 5 7288 0.0 -27 0.007228393300370624 0.006494910360629115 50 GTEX 100 0.0005 0.1 5 7288 0.0 -28 0.007199965027719028 0.006458036634741712 50 GTEX 100 0.0005 0.1 5 7288 0.0 -29 0.007205818840365979 0.006475882008919641 50 GTEX 100 0.0005 0.1 5 7288 0.0 -30 0.007170677261594874 0.006461960020096186 50 GTEX 100 0.0005 0.1 5 7288 0.0 -31 0.007170123516296565 0.006450191492519338 50 GTEX 100 0.0005 0.1 5 7288 0.0 -32 0.007167239885336905 0.0064212574168487305 50 GTEX 100 0.0005 0.1 5 7288 0.0 -33 0.007132764474117033 0.006413108202674826 50 GTEX 100 0.0005 0.1 5 7288 0.0 -34 0.007133022901030822 0.006404611151028042 50 GTEX 100 0.0005 0.1 5 7288 0.0 -35 0.007094654369813229 0.0064145589792683096 50 GTEX 100 0.0005 0.1 5 7288 0.0 -36 0.007110606391052516 0.006372028537282274 50 GTEX 100 0.0005 0.1 5 7288 0.0 -37 0.007035416515027191 0.006335668826206612 50 GTEX 100 0.0005 0.1 5 7288 0.0 -38 0.007012647608602212 0.0062718846584659625 50 GTEX 100 0.0005 0.1 5 7288 0.0 -39 0.006977958974094096 0.006247242246913819 50 GTEX 100 0.0005 0.1 5 7288 0.0 -40 0.0069830695874898525 0.006231660287147353 50 GTEX 100 0.0005 0.1 5 7288 0.0 -41 0.006901216206164525 0.006186124093179013 50 GTEX 100 0.0005 0.1 5 7288 0.0 -42 0.006919902293585077 0.006177029493194031 50 GTEX 100 0.0005 0.1 5 7288 0.0 -43 0.006920868369631742 0.00617136933553978 50 GTEX 100 0.0005 0.1 5 7288 0.0 -44 0.00687978765418161 0.006152332843610656 50 GTEX 100 0.0005 0.1 5 7288 0.0 -45 0.0069009287576869425 0.006140390986456278 50 GTEX 100 0.0005 0.1 5 7288 0.0 -46 0.006903273502847386 0.006088970013019477 50 GTEX 100 0.0005 0.1 5 7288 0.0 -47 0.006843107437994911 0.00611537780538343 50 GTEX 100 0.0005 0.1 5 7288 0.0 -48 0.006823404376327463 0.006098215305777585 50 GTEX 100 0.0005 0.1 5 7288 0.0 -49 0.006799077687398807 0.00607900899355105 50 GTEX 100 0.0005 0.1 5 7288 0.0 -50 0.006813825656014262 0.006093186040819683 50 GTEX 100 0.0005 0.1 5 7288 0.0 -51 0.006841536035328975 0.006079623720895485 50 GTEX 100 0.0005 0.1 5 7288 0.0 -52 0.006772329991596203 0.006055774142834652 50 GTEX 100 0.0005 0.1 5 7288 0.0 -53 0.006827530304735933 0.006046515300749543 50 GTEX 100 0.0005 0.1 5 7288 0.0 -54 0.006835113372043794 0.006061698658437868 50 GTEX 100 0.0005 0.1 5 7288 0.0 -55 0.006833704827711249 0.006050587476394051 50 GTEX 100 0.0005 0.1 5 7288 0.0 -56 0.006825803965930215 0.006057574057831171 50 GTEX 100 0.0005 0.1 5 7288 0.0 -57 0.006829227439638531 0.0060523793295188715 50 GTEX 100 0.0005 0.1 5 7288 0.0 -58 0.006771303305160984 0.0060489515609288514 50 GTEX 100 0.0005 0.1 5 7288 0.0 -59 0.006766343133808759 0.006057821226593093 50 GTEX 100 0.0005 0.1 5 7288 0.0 -60 0.006805073188719546 0.006019686243387059 50 GTEX 100 0.0005 0.1 5 7288 0.0 -61 0.0067516819288550994 0.006045114159134319 50 GTEX 100 0.0005 0.1 5 7288 0.0 -62 0.006760780320903108 0.006015937870984521 50 GTEX 100 0.0005 0.1 5 7288 0.0 -63 0.006764585953046455 0.006037132504675891 50 GTEX 100 0.0005 0.1 5 7288 0.0 -64 0.006746471036798891 0.006044425650149187 50 GTEX 100 0.0005 0.1 5 7288 0.0 -65 0.006797619361921891 0.0060153380965906065 50 GTEX 100 0.0005 0.1 5 7288 0.0 -66 0.006790358375414011 0.006051972539415548 50 GTEX 100 0.0005 0.1 5 7288 0.0 -67 0.0067611050642900905 0.006016106300937727 50 GTEX 100 0.0005 0.1 5 7288 0.0 -68 0.00678479196982848 0.006010596645277121 50 GTEX 100 0.0005 0.1 5 7288 0.0 -69 0.006740341848534714 0.006030153738115223 50 GTEX 100 0.0005 0.1 5 7288 0.0 -70 0.006744250265114679 0.0060118649286809355 50 GTEX 100 0.0005 0.1 5 7288 0.0 -71 0.006730608840328286 0.005995259454257843 50 GTEX 100 0.0005 0.1 5 7288 0.0 -72 0.0067873382475079555 0.00602189658303522 50 GTEX 100 0.0005 0.1 5 7288 0.0 -73 0.006773979359596505 0.006032644667018191 50 GTEX 100 0.0005 0.1 5 7288 0.0 -74 0.006770506181870354 0.006011770832787902 50 GTEX 100 0.0005 0.1 5 7288 0.0 -75 0.006728298736835931 0.006014977820826687 50 GTEX 100 0.0005 0.1 5 7288 0.0 -76 0.006742367995886172 0.006013069969793151 50 GTEX 100 0.0005 0.1 5 7288 0.0 -77 0.006787402960998611 0.006000544940928854 50 GTEX 100 0.0005 0.1 5 7288 0.0 -78 0.006714793090066455 0.0059919301517831845 50 GTEX 100 0.0005 0.1 5 7288 0.0 -79 0.006769789383110488 0.006045032895485315 50 GTEX 100 0.0005 0.1 5 7288 0.0 -80 0.006760312540800378 0.006019587878194486 50 GTEX 100 0.0005 0.1 5 7288 0.0 -81 0.006796069984439671 0.005978054316101787 50 GTEX 100 0.0005 0.1 5 7288 0.0 -82 0.0068007820025456295 0.006003721227635675 50 GTEX 100 0.0005 0.1 5 7288 0.0 -83 0.006793563575866048 0.006043055247933296 50 GTEX 100 0.0005 0.1 5 7288 0.0 -84 0.006745478201140471 0.006047135013591201 50 GTEX 100 0.0005 0.1 5 7288 0.0 -85 0.006734979361816304 0.006030910595730939 50 GTEX 100 0.0005 0.1 5 7288 0.0 -86 0.006729544268188513 0.005987407966293819 50 GTEX 100 0.0005 0.1 5 7288 0.0 -87 0.006751293538763349 0.006018909165359495 50 GTEX 100 0.0005 0.1 5 7288 0.0 -88 0.006811293105677351 0.006034383257256091 50 GTEX 100 0.0005 0.1 5 7288 0.0 -89 0.006792877579712498 0.006034776616218312 50 GTEX 100 0.0005 0.1 5 7288 0.0 -90 0.00674854340242267 0.006018692755915876 50 GTEX 100 0.0005 0.1 5 7288 0.0 -91 0.006745540359273617 0.006013597973919839 50 GTEX 100 0.0005 0.1 5 7288 0.0 -92 0.00681752705090893 0.006017743083542149 50 GTEX 100 0.0005 0.1 5 7288 0.0 -93 0.006761993872092469 0.005991219970071866 50 GTEX 100 0.0005 0.1 5 7288 0.0 -94 0.006775500439855074 0.006023545305513752 50 GTEX 100 0.0005 0.1 5 7288 0.0 -95 0.006732606128730951 0.0060127402377800005 50 GTEX 100 0.0005 0.1 5 7288 0.0 -96 0.006780795038450406 0.006010044011120957 50 GTEX 100 0.0005 0.1 5 7288 0.0 -97 0.006754037280930685 0.006037954700501643 50 GTEX 100 0.0005 0.1 5 7288 0.0 -98 0.006748843608652103 0.0060257650256695175 50 GTEX 100 0.0005 0.1 5 7288 0.0 -99 0.006776384574468277 0.006040700523628935 50 GTEX 100 0.0005 0.1 5 7288 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.0005lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.0005lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 492733d1e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.0005lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1260642826067642 0.09634013308261737 50 GTEX 100 0.0005 0.5 5 9510 0.0 -1 0.09055355889934212 0.07189879800146977 50 GTEX 100 0.0005 0.5 5 9510 0.0 -2 0.07575409741918955 0.06460738988741949 50 GTEX 100 0.0005 0.5 5 9510 0.0 -3 0.06792969762172432 0.05906171742614231 50 GTEX 100 0.0005 0.5 5 9510 0.0 -4 0.056344998805449506 0.044521647480674116 50 GTEX 100 0.0005 0.5 5 9510 0.0 -5 0.03433870698725824 0.02225478822471638 50 GTEX 100 0.0005 0.5 5 9510 0.0 -6 0.018785333042794936 0.014375645860307231 50 GTEX 100 0.0005 0.5 5 9510 0.0 -7 0.013602778454155463 0.011800928094456178 50 GTEX 100 0.0005 0.5 5 9510 0.0 -8 0.011677417657707483 0.010655652958290658 50 GTEX 100 0.0005 0.5 5 9510 0.0 -9 0.010794900702825126 0.010103364942503293 50 GTEX 100 0.0005 0.5 5 9510 0.0 -10 0.010326650956264108 0.009731475253210548 50 GTEX 100 0.0005 0.5 5 9510 0.0 -11 0.010024413693307874 0.009512729733870736 50 GTEX 100 0.0005 0.5 5 9510 0.0 -12 0.009786304822100106 0.009339436276075731 50 GTEX 100 0.0005 0.5 5 9510 0.0 -13 0.009627652570768188 0.009189115603500445 50 GTEX 100 0.0005 0.5 5 9510 0.0 -14 0.009482270381141392 0.009040349464112815 50 GTEX 100 0.0005 0.5 5 9510 0.0 -15 0.009355275956649199 0.008925254343382079 50 GTEX 100 0.0005 0.5 5 9510 0.0 -16 0.009263120485493112 0.00885628836544606 50 GTEX 100 0.0005 0.5 5 9510 0.0 -17 0.009207320631257116 0.008774479494355761 50 GTEX 100 0.0005 0.5 5 9510 0.0 -18 0.009133419131800522 0.008751017483262905 50 GTEX 100 0.0005 0.5 5 9510 0.0 -19 0.009075600479466713 0.008686656732565436 50 GTEX 100 0.0005 0.5 5 9510 0.0 -20 0.009058300445287762 0.008661793891035956 50 GTEX 100 0.0005 0.5 5 9510 0.0 -21 0.009033488655594488 0.008627645235806137 50 GTEX 100 0.0005 0.5 5 9510 0.0 -22 0.008994201390938213 0.008563042402324115 50 GTEX 100 0.0005 0.5 5 9510 0.0 -23 0.008945037214079753 0.008545397703815606 50 GTEX 100 0.0005 0.5 5 9510 0.0 -24 0.008915760169527599 0.00847654936201304 50 GTEX 100 0.0005 0.5 5 9510 0.0 -25 0.008882357450474608 0.008445221332287834 50 GTEX 100 0.0005 0.5 5 9510 0.0 -26 0.00884097651335006 0.008354356532788945 50 GTEX 100 0.0005 0.5 5 9510 0.0 -27 0.008787204870830005 0.008333114921310102 50 GTEX 100 0.0005 0.5 5 9510 0.0 -28 0.008756387577419412 0.008325143022278585 50 GTEX 100 0.0005 0.5 5 9510 0.0 -29 0.008729379225411706 0.00827311533379294 50 GTEX 100 0.0005 0.5 5 9510 0.0 -30 0.008729013009050952 0.008280888684943827 50 GTEX 100 0.0005 0.5 5 9510 0.0 -31 0.008728824264976981 0.008271857447206918 50 GTEX 100 0.0005 0.5 5 9510 0.0 -32 0.00864709709138717 0.008225867425590868 50 GTEX 100 0.0005 0.5 5 9510 0.0 -33 0.008644011910397606 0.008229647320429636 50 GTEX 100 0.0005 0.5 5 9510 0.0 -34 0.008650155635488642 0.008190616746627842 50 GTEX 100 0.0005 0.5 5 9510 0.0 -35 0.008611373500147875 0.008104680445994262 50 GTEX 100 0.0005 0.5 5 9510 0.0 -36 0.00859045636324381 0.008062442386622041 50 GTEX 100 0.0005 0.5 5 9510 0.0 -37 0.008628120006733898 0.00813761989040718 50 GTEX 100 0.0005 0.5 5 9510 0.0 -38 0.008557988560773385 0.008109192784429446 50 GTEX 100 0.0005 0.5 5 9510 0.0 -39 0.008601805976118522 0.008110197454853826 50 GTEX 100 0.0005 0.5 5 9510 0.0 -40 0.008530750401501839 0.008075362550335521 50 GTEX 100 0.0005 0.5 5 9510 0.0 -41 0.008544351080999374 0.008065281330498057 50 GTEX 100 0.0005 0.5 5 9510 0.0 -42 0.008516114905064966 0.00801551160615065 50 GTEX 100 0.0005 0.5 5 9510 0.0 -43 0.008524776389856796 0.008077689553628687 50 GTEX 100 0.0005 0.5 5 9510 0.0 -44 0.008544439256794887 0.008048606909875237 50 GTEX 100 0.0005 0.5 5 9510 0.0 -45 0.008547821207702148 0.008061026100834173 50 GTEX 100 0.0005 0.5 5 9510 0.0 -46 0.008548345915401427 0.008047898735553593 50 GTEX 100 0.0005 0.5 5 9510 0.0 -47 0.008536818963293039 0.008034800981373274 50 GTEX 100 0.0005 0.5 5 9510 0.0 -48 0.008513713087695723 0.008078086352818592 50 GTEX 100 0.0005 0.5 5 9510 0.0 -49 0.008477367249711855 0.008086197977680218 50 GTEX 100 0.0005 0.5 5 9510 0.0 -50 0.00853586387718723 0.008019643496658242 50 GTEX 100 0.0005 0.5 5 9510 0.0 -51 0.008502825564874337 0.008041963077720411 50 GTEX 100 0.0005 0.5 5 9510 0.0 -52 0.008521048263190691 0.008042100636366428 50 GTEX 100 0.0005 0.5 5 9510 0.0 -53 0.008500950003981912 0.008019890943400478 50 GTEX 100 0.0005 0.5 5 9510 0.0 -54 0.008480899757270316 0.00806286480426505 50 GTEX 100 0.0005 0.5 5 9510 0.0 -55 0.008475850466306294 0.00801691155041437 50 GTEX 100 0.0005 0.5 5 9510 0.0 -56 0.008477745817729648 0.007989949184671724 50 GTEX 100 0.0005 0.5 5 9510 0.0 -57 0.008511091690198464 0.008032379974699633 50 GTEX 100 0.0005 0.5 5 9510 0.0 -58 0.00849408381211776 0.007997895984028683 50 GTEX 100 0.0005 0.5 5 9510 0.0 -59 0.008521918371251694 0.008012014720943038 50 GTEX 100 0.0005 0.5 5 9510 0.0 -60 0.008495883030185931 0.008032632270162153 50 GTEX 100 0.0005 0.5 5 9510 0.0 -61 0.008485489554905495 0.00798037558875468 50 GTEX 100 0.0005 0.5 5 9510 0.0 -62 0.00853054632016728 0.008020747038659714 50 GTEX 100 0.0005 0.5 5 9510 0.0 -63 0.008493050497670202 0.008015892939365861 50 GTEX 100 0.0005 0.5 5 9510 0.0 -64 0.008505851823159346 0.008013448872720335 50 GTEX 100 0.0005 0.5 5 9510 0.0 -65 0.008485836812304956 0.007975897487932851 50 GTEX 100 0.0005 0.5 5 9510 0.0 -66 0.008446383420291399 0.007951487447117444 50 GTEX 100 0.0005 0.5 5 9510 0.0 -67 0.008482098003318748 0.008006815966785295 50 GTEX 100 0.0005 0.5 5 9510 0.0 -68 0.008486842824648065 0.007969020162939232 50 GTEX 100 0.0005 0.5 5 9510 0.0 -69 0.008501695101096749 0.008012447372510915 50 GTEX 100 0.0005 0.5 5 9510 0.0 -70 0.008512673193193973 0.008018108022827725 50 GTEX 100 0.0005 0.5 5 9510 0.0 -71 0.0085045266242288 0.008007073099459363 50 GTEX 100 0.0005 0.5 5 9510 0.0 -72 0.008476655883552236 0.007955317202240172 50 GTEX 100 0.0005 0.5 5 9510 0.0 -73 0.008456452983803674 0.00800414042310088 50 GTEX 100 0.0005 0.5 5 9510 0.0 -74 0.00845419056693906 0.008032449216585422 50 GTEX 100 0.0005 0.5 5 9510 0.0 -75 0.008437049111505427 0.007967674569138272 50 GTEX 100 0.0005 0.5 5 9510 0.0 -76 0.008503844434033606 0.007999251247826298 50 GTEX 100 0.0005 0.5 5 9510 0.0 -77 0.008468987317792217 0.008012260649417006 50 GTEX 100 0.0005 0.5 5 9510 0.0 -78 0.00847673321883955 0.00797084301175415 50 GTEX 100 0.0005 0.5 5 9510 0.0 -79 0.00852931473883062 0.00801194257885501 50 GTEX 100 0.0005 0.5 5 9510 0.0 -80 0.008469242720440813 0.007982513512318296 50 GTEX 100 0.0005 0.5 5 9510 0.0 -81 0.008498122469098354 0.008011538782351767 50 GTEX 100 0.0005 0.5 5 9510 0.0 -82 0.008473582026390593 0.00801042604929424 50 GTEX 100 0.0005 0.5 5 9510 0.0 -83 0.008478971928837365 0.008005725950208056 50 GTEX 100 0.0005 0.5 5 9510 0.0 -84 0.008420197827834174 0.007944297635956126 50 GTEX 100 0.0005 0.5 5 9510 0.0 -85 0.008475805460415868 0.008002226850010823 50 GTEX 100 0.0005 0.5 5 9510 0.0 -86 0.00844961336876926 0.008019207938691113 50 GTEX 100 0.0005 0.5 5 9510 0.0 -87 0.008469118698366994 0.00799797686921723 50 GTEX 100 0.0005 0.5 5 9510 0.0 -88 0.00851000570364039 0.007982937272057334 50 GTEX 100 0.0005 0.5 5 9510 0.0 -89 0.008443849939615672 0.00796634234760679 50 GTEX 100 0.0005 0.5 5 9510 0.0 -90 0.00848049388227848 0.00803671950676227 50 GTEX 100 0.0005 0.5 5 9510 0.0 -91 0.008494179560282962 0.007992811795826931 50 GTEX 100 0.0005 0.5 5 9510 0.0 -92 0.008487640434799942 0.007980322255487395 50 GTEX 100 0.0005 0.5 5 9510 0.0 -93 0.008478474924270998 0.007933547805300683 50 GTEX 100 0.0005 0.5 5 9510 0.0 -94 0.00848527133103381 0.008017585842122994 50 GTEX 100 0.0005 0.5 5 9510 0.0 -95 0.008472402233898394 0.007961842801577692 50 GTEX 100 0.0005 0.5 5 9510 0.0 -96 0.008441996989291455 0.007958631080791298 50 GTEX 100 0.0005 0.5 5 9510 0.0 -97 0.008427629015534671 0.008006551989952648 50 GTEX 100 0.0005 0.5 5 9510 0.0 -98 0.008502506427376363 0.007974039424147046 50 GTEX 100 0.0005 0.5 5 9510 0.0 -99 0.008473920960518787 0.007926369865846328 50 GTEX 100 0.0005 0.5 5 9510 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.0005lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.0005lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index a132f5452..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.0005lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.11936029885013416 0.09312694975858406 50 GTEX 100 0.0005 0.0 5 3107 0.0 -1 0.077344834672318 0.06465099208736827 50 GTEX 100 0.0005 0.0 5 3107 0.0 -2 0.061511300034365356 0.060045232996344566 50 GTEX 100 0.0005 0.0 5 3107 0.0 -3 0.05854324366237441 0.057967572292390884 50 GTEX 100 0.0005 0.0 5 3107 0.0 -4 0.056672791235705317 0.05618222151305739 50 GTEX 100 0.0005 0.0 5 3107 0.0 -5 0.0554310989460787 0.055232216855475656 50 GTEX 100 0.0005 0.0 5 3107 0.0 -6 0.054567875486767205 0.05433137209894766 50 GTEX 100 0.0005 0.0 5 3107 0.0 -7 0.05377867043780162 0.05347621277994529 50 GTEX 100 0.0005 0.0 5 3107 0.0 -8 0.05280721164650344 0.05246414207346992 50 GTEX 100 0.0005 0.0 5 3107 0.0 -9 0.05169737345591271 0.05118432470345905 50 GTEX 100 0.0005 0.0 5 3107 0.0 -10 0.05063378412736511 0.05031202344698371 50 GTEX 100 0.0005 0.0 5 3107 0.0 -11 0.0496255467994369 0.0489314008121708 50 GTEX 100 0.0005 0.0 5 3107 0.0 -12 0.04798339024025585 0.046933998796423126 50 GTEX 100 0.0005 0.0 5 3107 0.0 -13 0.045934238040303686 0.04469745584228873 50 GTEX 100 0.0005 0.0 5 3107 0.0 -14 0.04039249403021102 0.02124975026078777 50 GTEX 100 0.0005 0.0 5 3107 0.0 -15 0.01242761333314937 0.009159616353131915 50 GTEX 100 0.0005 0.0 5 3107 0.0 -16 0.008618546222666444 0.00820058531361586 50 GTEX 100 0.0005 0.0 5 3107 0.0 -17 0.008017621501265785 0.007765094364529383 50 GTEX 100 0.0005 0.0 5 3107 0.0 -18 0.007706620468927942 0.007517465893108356 50 GTEX 100 0.0005 0.0 5 3107 0.0 -19 0.007519920885537713 0.007374075161711005 50 GTEX 100 0.0005 0.0 5 3107 0.0 -20 0.007405662888196104 0.007275010466207343 50 GTEX 100 0.0005 0.0 5 3107 0.0 -21 0.007330027438508957 0.007207449620320486 50 GTEX 100 0.0005 0.0 5 3107 0.0 -22 0.007277436803420765 0.007159026555660333 50 GTEX 100 0.0005 0.0 5 3107 0.0 -23 0.00724140997332491 0.007124017805441817 50 GTEX 100 0.0005 0.0 5 3107 0.0 -24 0.0072111460098213094 0.007106119032927963 50 GTEX 100 0.0005 0.0 5 3107 0.0 -25 0.007191585204701269 0.0070817972924701955 50 GTEX 100 0.0005 0.0 5 3107 0.0 -26 0.007173680326435764 0.007062759288469818 50 GTEX 100 0.0005 0.0 5 3107 0.0 -27 0.007161208444477714 0.007053061492896919 50 GTEX 100 0.0005 0.0 5 3107 0.0 -28 0.007148540243124734 0.007037971452933811 50 GTEX 100 0.0005 0.0 5 3107 0.0 -29 0.00713949019751016 0.007029125101319001 50 GTEX 100 0.0005 0.0 5 3107 0.0 -30 0.007128676067669037 0.00701681307796743 50 GTEX 100 0.0005 0.0 5 3107 0.0 -31 0.007120310330032135 0.007018949405357468 50 GTEX 100 0.0005 0.0 5 3107 0.0 -32 0.007113687449314028 0.007004271128600881 50 GTEX 100 0.0005 0.0 5 3107 0.0 -33 0.007108967442856811 0.007002371735162608 50 GTEX 100 0.0005 0.0 5 3107 0.0 -34 0.0071022476005094745 0.006994098195622006 50 GTEX 100 0.0005 0.0 5 3107 0.0 -35 0.007093612331065943 0.006988439894858535 50 GTEX 100 0.0005 0.0 5 3107 0.0 -36 0.007087380001704117 0.006974436975696864 50 GTEX 100 0.0005 0.0 5 3107 0.0 -37 0.007078109137657638 0.0069795516319572926 50 GTEX 100 0.0005 0.0 5 3107 0.0 -38 0.007070191930166907 0.006958159811072363 50 GTEX 100 0.0005 0.0 5 3107 0.0 -39 0.007056219529057929 0.006948295211376969 50 GTEX 100 0.0005 0.0 5 3107 0.0 -40 0.007031380930220746 0.006920095720813528 50 GTEX 100 0.0005 0.0 5 3107 0.0 -41 0.00697856738193808 0.006864001560148858 50 GTEX 100 0.0005 0.0 5 3107 0.0 -42 0.006907050721634589 0.006810271052799468 50 GTEX 100 0.0005 0.0 5 3107 0.0 -43 0.006859598260282765 0.0067819227135170095 50 GTEX 100 0.0005 0.0 5 3107 0.0 -44 0.006834695178793463 0.006769502616023553 50 GTEX 100 0.0005 0.0 5 3107 0.0 -45 0.006824595480645749 0.0067592069998865115 50 GTEX 100 0.0005 0.0 5 3107 0.0 -46 0.006813024755146658 0.0067566751233326845 50 GTEX 100 0.0005 0.0 5 3107 0.0 -47 0.006806523399432452 0.006738108641223649 50 GTEX 100 0.0005 0.0 5 3107 0.0 -48 0.006798360689428186 0.006737362220706312 50 GTEX 100 0.0005 0.0 5 3107 0.0 -49 0.006796638452052185 0.006736025305379876 50 GTEX 100 0.0005 0.0 5 3107 0.0 -50 0.006791930176796585 0.006721260840561906 50 GTEX 100 0.0005 0.0 5 3107 0.0 -51 0.006787932034413874 0.0067273903737276675 50 GTEX 100 0.0005 0.0 5 3107 0.0 -52 0.0067848765037070834 0.006721340410213054 50 GTEX 100 0.0005 0.0 5 3107 0.0 -53 0.0067826286280470455 0.006723265609785404 50 GTEX 100 0.0005 0.0 5 3107 0.0 -54 0.006781788724664966 0.006713886244201275 50 GTEX 100 0.0005 0.0 5 3107 0.0 -55 0.006780037242018872 0.0067147484178453004 50 GTEX 100 0.0005 0.0 5 3107 0.0 -56 0.006779218858169508 0.006718623327063007 50 GTEX 100 0.0005 0.0 5 3107 0.0 -57 0.006776400905224871 0.006714373007204256 50 GTEX 100 0.0005 0.0 5 3107 0.0 -58 0.006775704173972665 0.006723431516226254 50 GTEX 100 0.0005 0.0 5 3107 0.0 -59 0.006773560915783313 0.006714886389035349 50 GTEX 100 0.0005 0.0 5 3107 0.0 -60 0.006771388252512576 0.006712491742685834 50 GTEX 100 0.0005 0.0 5 3107 0.0 -61 0.006771421260258975 0.006710117750096457 50 GTEX 100 0.0005 0.0 5 3107 0.0 -62 0.006770251032785077 0.0067141382430924434 50 GTEX 100 0.0005 0.0 5 3107 0.0 -63 0.006769013484077965 0.006706795896874464 50 GTEX 100 0.0005 0.0 5 3107 0.0 -64 0.006766650461453759 0.006708993153299555 50 GTEX 100 0.0005 0.0 5 3107 0.0 -65 0.006768216928119889 0.006707658395419046 50 GTEX 100 0.0005 0.0 5 3107 0.0 -66 0.006766783300103696 0.0067106409940316195 50 GTEX 100 0.0005 0.0 5 3107 0.0 -67 0.006765455629484158 0.006708170062448022 50 GTEX 100 0.0005 0.0 5 3107 0.0 -68 0.00676602741078312 0.00670775311765307 50 GTEX 100 0.0005 0.0 5 3107 0.0 -69 0.006765303055639612 0.006705965010180163 50 GTEX 100 0.0005 0.0 5 3107 0.0 -70 0.006765740049023701 0.006704854765666132 50 GTEX 100 0.0005 0.0 5 3107 0.0 -71 0.0067631679975551735 0.00670284308765806 50 GTEX 100 0.0005 0.0 5 3107 0.0 -72 0.006762589541367861 0.006709509122826357 50 GTEX 100 0.0005 0.0 5 3107 0.0 -73 0.006761957960000833 0.006713107201720485 50 GTEX 100 0.0005 0.0 5 3107 0.0 -74 0.006762059748186926 0.0067035626866164206 50 GTEX 100 0.0005 0.0 5 3107 0.0 -75 0.006760953896234031 0.006699799171369169 50 GTEX 100 0.0005 0.0 5 3107 0.0 -76 0.006760590666657336 0.006701709335216608 50 GTEX 100 0.0005 0.0 5 3107 0.0 -77 0.006759955002847097 0.006698026535182681 50 GTEX 100 0.0005 0.0 5 3107 0.0 -78 0.006760265525783413 0.006701899196655124 50 GTEX 100 0.0005 0.0 5 3107 0.0 -79 0.00675836259353006 0.006700895361942257 50 GTEX 100 0.0005 0.0 5 3107 0.0 -80 0.006760293298763059 0.006701608662079212 50 GTEX 100 0.0005 0.0 5 3107 0.0 -81 0.006757119352363339 0.006703747987053127 50 GTEX 100 0.0005 0.0 5 3107 0.0 -82 0.006758717017499524 0.006702921506435302 50 GTEX 100 0.0005 0.0 5 3107 0.0 -83 0.006757576861012 0.006697867727863245 50 GTEX 100 0.0005 0.0 5 3107 0.0 -84 0.006755268280719507 0.006696406040099864 50 GTEX 100 0.0005 0.0 5 3107 0.0 -85 0.006758205648804807 0.006705356685678429 50 GTEX 100 0.0005 0.0 5 3107 0.0 -86 0.006757881634381623 0.006705718890484069 50 GTEX 100 0.0005 0.0 5 3107 0.0 -87 0.00675596358562271 0.006695411373425573 50 GTEX 100 0.0005 0.0 5 3107 0.0 -88 0.006755507800515985 0.00669804259075893 50 GTEX 100 0.0005 0.0 5 3107 0.0 -89 0.006757249600929152 0.006697833971846353 50 GTEX 100 0.0005 0.0 5 3107 0.0 -90 0.006757482492024662 0.006692399423102009 50 GTEX 100 0.0005 0.0 5 3107 0.0 -91 0.006755008979983729 0.006706104860835825 50 GTEX 100 0.0005 0.0 5 3107 0.0 -92 0.006758568332101345 0.006696890882914 50 GTEX 100 0.0005 0.0 5 3107 0.0 -93 0.006753408908381628 0.006698826455401377 50 GTEX 100 0.0005 0.0 5 3107 0.0 -94 0.006754438410132094 0.006702166260485697 50 GTEX 100 0.0005 0.0 5 3107 0.0 -95 0.006754121038379224 0.006699082106103972 50 GTEX 100 0.0005 0.0 5 3107 0.0 -96 0.006754040072045515 0.006698709890465943 50 GTEX 100 0.0005 0.0 5 3107 0.0 -97 0.006753268277541541 0.00669468626620765 50 GTEX 100 0.0005 0.0 5 3107 0.0 -98 0.0067521879072511126 0.006692450088112413 50 GTEX 100 0.0005 0.0 5 3107 0.0 -99 0.006751592169112744 0.0066956684768851495 50 GTEX 100 0.0005 0.0 5 3107 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.001lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.001lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index d9f00e194..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.001lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.12656507989877858 0.09875494947111652 100 GTEX 100 0.001 0.1 5 3810 0.0 -1 0.08718558896997605 0.07201824898162269 100 GTEX 100 0.001 0.1 5 3810 0.0 -2 0.0674300781482941 0.062320692188499546 100 GTEX 100 0.001 0.1 5 3810 0.0 -3 0.06204733773995141 0.05888697075809816 100 GTEX 100 0.001 0.1 5 3810 0.0 -4 0.05663656039702372 0.04999203005444414 100 GTEX 100 0.001 0.1 5 3810 0.0 -5 0.03457929617854677 0.018724336858994606 100 GTEX 100 0.001 0.1 5 3810 0.0 -6 0.014590828837001475 0.011078623038479358 100 GTEX 100 0.001 0.1 5 3810 0.0 -7 0.010729974660885879 0.009476098529427903 100 GTEX 100 0.001 0.1 5 3810 0.0 -8 0.00979678663062633 0.008913556581271012 100 GTEX 100 0.001 0.1 5 3810 0.0 -9 0.009333809634454779 0.008572566783331874 100 GTEX 100 0.001 0.1 5 3810 0.0 -10 0.008993268759278406 0.0082855037778276 100 GTEX 100 0.001 0.1 5 3810 0.0 -11 0.008785405252717126 0.008068387963217702 100 GTEX 100 0.001 0.1 5 3810 0.0 -12 0.008566876464229527 0.00786081356609049 100 GTEX 100 0.001 0.1 5 3810 0.0 -13 0.008436338143668943 0.007705723969513699 100 GTEX 100 0.001 0.1 5 3810 0.0 -14 0.008307337891174695 0.007578078218286028 100 GTEX 100 0.001 0.1 5 3810 0.0 -15 0.008162377849894119 0.0074749649785629015 100 GTEX 100 0.001 0.1 5 3810 0.0 -16 0.008053759200311745 0.00738793643219786 100 GTEX 100 0.001 0.1 5 3810 0.0 -17 0.007988875268869872 0.007307728835710895 100 GTEX 100 0.001 0.1 5 3810 0.0 -18 0.007920753113637019 0.007251286680877435 100 GTEX 100 0.001 0.1 5 3810 0.0 -19 0.007812370385613016 0.007150218292660019 100 GTEX 100 0.001 0.1 5 3810 0.0 -20 0.007770672981890244 0.007097931334415996 100 GTEX 100 0.001 0.1 5 3810 0.0 -21 0.007672391076743118 0.007031150512793898 100 GTEX 100 0.001 0.1 5 3810 0.0 -22 0.007593371861707645 0.0069552615458436115 100 GTEX 100 0.001 0.1 5 3810 0.0 -23 0.007529299689447573 0.006903472880588512 100 GTEX 100 0.001 0.1 5 3810 0.0 -24 0.007490118125673363 0.006849781507378296 100 GTEX 100 0.001 0.1 5 3810 0.0 -25 0.007437528467554061 0.0068195935678686025 100 GTEX 100 0.001 0.1 5 3810 0.0 -26 0.007342379860909722 0.006794915286675379 100 GTEX 100 0.001 0.1 5 3810 0.0 -27 0.007369654106250298 0.006761364413942334 100 GTEX 100 0.001 0.1 5 3810 0.0 -28 0.0073030705483449485 0.006734378345508992 100 GTEX 100 0.001 0.1 5 3810 0.0 -29 0.0073077047848823145 0.006686559178912481 100 GTEX 100 0.001 0.1 5 3810 0.0 -30 0.007258417135525782 0.006684227017933651 100 GTEX 100 0.001 0.1 5 3810 0.0 -31 0.007301639563880064 0.006671793100215183 100 GTEX 100 0.001 0.1 5 3810 0.0 -32 0.007272202813984289 0.0066513488008977115 100 GTEX 100 0.001 0.1 5 3810 0.0 -33 0.0072230526408056835 0.006630039155950678 100 GTEX 100 0.001 0.1 5 3810 0.0 -34 0.007173146200396323 0.006617778442984184 100 GTEX 100 0.001 0.1 5 3810 0.0 -35 0.007171157419276635 0.006623019129675264 100 GTEX 100 0.001 0.1 5 3810 0.0 -36 0.007184871561743427 0.0065884048742429835 100 GTEX 100 0.001 0.1 5 3810 0.0 -37 0.007146287308396911 0.006586544089968327 100 GTEX 100 0.001 0.1 5 3810 0.0 -38 0.007139491693558333 0.006590135746100783 100 GTEX 100 0.001 0.1 5 3810 0.0 -39 0.00715744357685567 0.00655237360266055 100 GTEX 100 0.001 0.1 5 3810 0.0 -40 0.007183727869830669 0.006574986752179299 100 GTEX 100 0.001 0.1 5 3810 0.0 -41 0.007134364771048632 0.006550171800283538 100 GTEX 100 0.001 0.1 5 3810 0.0 -42 0.007102324352330623 0.006523934240761025 100 GTEX 100 0.001 0.1 5 3810 0.0 -43 0.007070662978604897 0.006470751690150667 100 GTEX 100 0.001 0.1 5 3810 0.0 -44 0.007025863845824087 0.006430973203236613 100 GTEX 100 0.001 0.1 5 3810 0.0 -45 0.007032576450524989 0.006421813066737167 100 GTEX 100 0.001 0.1 5 3810 0.0 -46 0.007005355841278231 0.006422608812824741 100 GTEX 100 0.001 0.1 5 3810 0.0 -47 0.006976817297751484 0.006380523053907963 100 GTEX 100 0.001 0.1 5 3810 0.0 -48 0.006915266561934106 0.006366409180763783 100 GTEX 100 0.001 0.1 5 3810 0.0 -49 0.006980287256231841 0.0063807017970192795 100 GTEX 100 0.001 0.1 5 3810 0.0 -50 0.006937712008528804 0.0063556334510190635 100 GTEX 100 0.001 0.1 5 3810 0.0 -51 0.0069640259769707495 0.006344721317928667 100 GTEX 100 0.001 0.1 5 3810 0.0 -52 0.006938380925336014 0.00631769336122637 100 GTEX 100 0.001 0.1 5 3810 0.0 -53 0.0068879269517083015 0.006306071308912433 100 GTEX 100 0.001 0.1 5 3810 0.0 -54 0.006896750481955268 0.006295052983801628 100 GTEX 100 0.001 0.1 5 3810 0.0 -55 0.006905048086759585 0.0062614196482975 100 GTEX 100 0.001 0.1 5 3810 0.0 -56 0.0068424837385858426 0.006267988073423562 100 GTEX 100 0.001 0.1 5 3810 0.0 -57 0.00683496832157785 0.006258917372220483 100 GTEX 100 0.001 0.1 5 3810 0.0 -58 0.00682997805375995 0.006243518112800987 100 GTEX 100 0.001 0.1 5 3810 0.0 -59 0.006882133508134357 0.006230276479906342 100 GTEX 100 0.001 0.1 5 3810 0.0 -60 0.006833527996342028 0.0062407015879486225 100 GTEX 100 0.001 0.1 5 3810 0.0 -61 0.006816528543449794 0.006231752440276708 100 GTEX 100 0.001 0.1 5 3810 0.0 -62 0.00684489354051888 0.006235681210393121 100 GTEX 100 0.001 0.1 5 3810 0.0 -63 0.006810545348238152 0.006181127308538544 100 GTEX 100 0.001 0.1 5 3810 0.0 -64 0.006846107406657985 0.006225586394308411 100 GTEX 100 0.001 0.1 5 3810 0.0 -65 0.006795297604206892 0.006206189563759946 100 GTEX 100 0.001 0.1 5 3810 0.0 -66 0.006862116603941604 0.006247321874993949 100 GTEX 100 0.001 0.1 5 3810 0.0 -67 0.006776114273757322 0.00618510224640426 100 GTEX 100 0.001 0.1 5 3810 0.0 -68 0.006829758019136286 0.00622476474116397 100 GTEX 100 0.001 0.1 5 3810 0.0 -69 0.006804918271664648 0.00618184096190526 100 GTEX 100 0.001 0.1 5 3810 0.0 -70 0.0068201673850362046 0.006187058726729322 100 GTEX 100 0.001 0.1 5 3810 0.0 -71 0.00678134041807753 0.006204350136163796 100 GTEX 100 0.001 0.1 5 3810 0.0 -72 0.006784839077121833 0.006220671675830173 100 GTEX 100 0.001 0.1 5 3810 0.0 -73 0.0067539813344839935 0.0062086639479652555 100 GTEX 100 0.001 0.1 5 3810 0.0 -74 0.00679892948802568 0.006165374599807956 100 GTEX 100 0.001 0.1 5 3810 0.0 -75 0.006790809635928028 0.006199376797480615 100 GTEX 100 0.001 0.1 5 3810 0.0 -76 0.006764303793097935 0.006198861443228708 100 GTEX 100 0.001 0.1 5 3810 0.0 -77 0.006752122673008788 0.006175473173053319 100 GTEX 100 0.001 0.1 5 3810 0.0 -78 0.006784872928292135 0.006197748130307791 100 GTEX 100 0.001 0.1 5 3810 0.0 -79 0.006793173790462822 0.006178769823022102 100 GTEX 100 0.001 0.1 5 3810 0.0 -80 0.006780142342219027 0.0061874506169993845 100 GTEX 100 0.001 0.1 5 3810 0.0 -81 0.006709970075269571 0.006156935547779495 100 GTEX 100 0.001 0.1 5 3810 0.0 -82 0.006783980733267487 0.006163285630879067 100 GTEX 100 0.001 0.1 5 3810 0.0 -83 0.006773189627221621 0.006175904189494966 100 GTEX 100 0.001 0.1 5 3810 0.0 -84 0.006770762648894632 0.0062064154980130525 100 GTEX 100 0.001 0.1 5 3810 0.0 -85 0.006749147564126311 0.006156305021149578 100 GTEX 100 0.001 0.1 5 3810 0.0 -86 0.006744507565823669 0.006160876676511062 100 GTEX 100 0.001 0.1 5 3810 0.0 -87 0.006759996580000716 0.006169896408164796 100 GTEX 100 0.001 0.1 5 3810 0.0 -88 0.006793523036133176 0.006172115452403465 100 GTEX 100 0.001 0.1 5 3810 0.0 -89 0.006746611303452206 0.00618316520345415 100 GTEX 100 0.001 0.1 5 3810 0.0 -90 0.00679159041808343 0.006162971769859696 100 GTEX 100 0.001 0.1 5 3810 0.0 -91 0.006776597840254814 0.00616372730618364 100 GTEX 100 0.001 0.1 5 3810 0.0 -92 0.006785575701877061 0.006163972545018554 100 GTEX 100 0.001 0.1 5 3810 0.0 -93 0.006767546237894272 0.006174517436016762 100 GTEX 100 0.001 0.1 5 3810 0.0 -94 0.00679152956687121 0.006171335841568024 100 GTEX 100 0.001 0.1 5 3810 0.0 -95 0.006755019665697793 0.0061532222247990594 100 GTEX 100 0.001 0.1 5 3810 0.0 -96 0.006740540461165151 0.00619687071820799 100 GTEX 100 0.001 0.1 5 3810 0.0 -97 0.0067822631023819495 0.00617626553025989 100 GTEX 100 0.001 0.1 5 3810 0.0 -98 0.006743210951767266 0.0061752388073209345 100 GTEX 100 0.001 0.1 5 3810 0.0 -99 0.0067172064428697095 0.006131657379760828 100 GTEX 100 0.001 0.1 5 3810 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.001lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.001lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 8134b885a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.001lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1444159504763992 0.11051267592285975 100 GTEX 100 0.001 0.5 5 369 0.0 -1 0.11136286026074439 0.07542104698972557 100 GTEX 100 0.001 0.5 5 369 0.0 -2 0.07642303334787728 0.0497939173174675 100 GTEX 100 0.001 0.5 5 369 0.0 -3 0.04657513820153551 0.029055084473676555 100 GTEX 100 0.001 0.5 5 369 0.0 -4 0.025658110057099122 0.016879242239342895 100 GTEX 100 0.001 0.5 5 369 0.0 -5 0.016710702469665883 0.012634698574222312 100 GTEX 100 0.001 0.5 5 369 0.0 -6 0.013450972241740758 0.01134738155743355 100 GTEX 100 0.001 0.5 5 369 0.0 -7 0.011993458920412354 0.010432619095103596 100 GTEX 100 0.001 0.5 5 369 0.0 -8 0.011168817354119653 0.010026504646830912 100 GTEX 100 0.001 0.5 5 369 0.0 -9 0.010665572494240085 0.009770473826520796 100 GTEX 100 0.001 0.5 5 369 0.0 -10 0.010340690965568161 0.009569394883802408 100 GTEX 100 0.001 0.5 5 369 0.0 -11 0.010063092471813122 0.009363770272455288 100 GTEX 100 0.001 0.5 5 369 0.0 -12 0.009855803479525605 0.00920130443111232 100 GTEX 100 0.001 0.5 5 369 0.0 -13 0.00968362092198569 0.00906147213631483 100 GTEX 100 0.001 0.5 5 369 0.0 -14 0.009553100618832754 0.008935085271162905 100 GTEX 100 0.001 0.5 5 369 0.0 -15 0.009448724525964026 0.008865104145423542 100 GTEX 100 0.001 0.5 5 369 0.0 -16 0.009366583176983459 0.008767453266640579 100 GTEX 100 0.001 0.5 5 369 0.0 -17 0.009301680551210873 0.00872521854922912 100 GTEX 100 0.001 0.5 5 369 0.0 -18 0.009273658051092842 0.008663858761550583 100 GTEX 100 0.001 0.5 5 369 0.0 -19 0.009190192649947044 0.008654382982833077 100 GTEX 100 0.001 0.5 5 369 0.0 -20 0.009189776603745958 0.008642881074672416 100 GTEX 100 0.001 0.5 5 369 0.0 -21 0.009137368796910142 0.008582773526330184 100 GTEX 100 0.001 0.5 5 369 0.0 -22 0.009120697321357849 0.008601131289489142 100 GTEX 100 0.001 0.5 5 369 0.0 -23 0.009123125321513038 0.008567216260776547 100 GTEX 100 0.001 0.5 5 369 0.0 -24 0.009086801722827558 0.008550044613051097 100 GTEX 100 0.001 0.5 5 369 0.0 -25 0.009059422873739703 0.008466417809148025 100 GTEX 100 0.001 0.5 5 369 0.0 -26 0.009070430948973817 0.008520722215704818 100 GTEX 100 0.001 0.5 5 369 0.0 -27 0.009052471295817608 0.008498251477093524 100 GTEX 100 0.001 0.5 5 369 0.0 -28 0.009050187149240637 0.008501859413665283 100 GTEX 100 0.001 0.5 5 369 0.0 -29 0.009040346311499152 0.008506493285270018 100 GTEX 100 0.001 0.5 5 369 0.0 -30 0.009017134645940592 0.00850050196320725 100 GTEX 100 0.001 0.5 5 369 0.0 -31 0.009047051121894826 0.008507136163432788 100 GTEX 100 0.001 0.5 5 369 0.0 -32 0.008992323494213611 0.00846805141976691 100 GTEX 100 0.001 0.5 5 369 0.0 -33 0.008997238761248302 0.00848721036822057 100 GTEX 100 0.001 0.5 5 369 0.0 -34 0.009004783569417522 0.008440470712493127 100 GTEX 100 0.001 0.5 5 369 0.0 -35 0.008975548198968218 0.008438896232004854 100 GTEX 100 0.001 0.5 5 369 0.0 -36 0.009017863477718664 0.008467612079851075 100 GTEX 100 0.001 0.5 5 369 0.0 -37 0.00898904804088387 0.00840985516489912 100 GTEX 100 0.001 0.5 5 369 0.0 -38 0.008995204866369252 0.008434885864928647 100 GTEX 100 0.001 0.5 5 369 0.0 -39 0.009023711741386938 0.008430953633337646 100 GTEX 100 0.001 0.5 5 369 0.0 -40 0.008980769836698469 0.008383933532657279 100 GTEX 100 0.001 0.5 5 369 0.0 -41 0.008969665576216002 0.008473667560478126 100 GTEX 100 0.001 0.5 5 369 0.0 -42 0.00897062628685301 0.00846774896656379 100 GTEX 100 0.001 0.5 5 369 0.0 -43 0.008985862564903493 0.008424335123949857 100 GTEX 100 0.001 0.5 5 369 0.0 -44 0.008960928650557353 0.00844517504590999 100 GTEX 100 0.001 0.5 5 369 0.0 -45 0.008929603568244708 0.00840398819033524 100 GTEX 100 0.001 0.5 5 369 0.0 -46 0.008965585280351048 0.008441623742957758 100 GTEX 100 0.001 0.5 5 369 0.0 -47 0.008977844391450612 0.008450616954935593 100 GTEX 100 0.001 0.5 5 369 0.0 -48 0.008983811125902196 0.008434477495914857 100 GTEX 100 0.001 0.5 5 369 0.0 -49 0.008962721134367451 0.008395651383714984 100 GTEX 100 0.001 0.5 5 369 0.0 -50 0.008944015607617152 0.008389094915283496 100 GTEX 100 0.001 0.5 5 369 0.0 -51 0.008965872623910964 0.008392761514554006 100 GTEX 100 0.001 0.5 5 369 0.0 -52 0.00895246500506473 0.008437364822529795 100 GTEX 100 0.001 0.5 5 369 0.0 -53 0.008934607223172878 0.008422731853908232 100 GTEX 100 0.001 0.5 5 369 0.0 -54 0.008970943396729818 0.008377042251989642 100 GTEX 100 0.001 0.5 5 369 0.0 -55 0.008937481476765846 0.008356585790590869 100 GTEX 100 0.001 0.5 5 369 0.0 -56 0.008953455670211306 0.008378523079671334 100 GTEX 100 0.001 0.5 5 369 0.0 -57 0.008917146731469849 0.008390709648029206 100 GTEX 100 0.001 0.5 5 369 0.0 -58 0.008965081562234687 0.008410433381654238 100 GTEX 100 0.001 0.5 5 369 0.0 -59 0.00893855864630511 0.008403304861610606 100 GTEX 100 0.001 0.5 5 369 0.0 -60 0.008915227770866745 0.008329629944106244 100 GTEX 100 0.001 0.5 5 369 0.0 -61 0.008946457894577407 0.008375350417774666 100 GTEX 100 0.001 0.5 5 369 0.0 -62 0.008949438335864498 0.00838835945374159 100 GTEX 100 0.001 0.5 5 369 0.0 -63 0.008932578487999936 0.008353372221323927 100 GTEX 100 0.001 0.5 5 369 0.0 -64 0.008940440493895446 0.00839493987097373 100 GTEX 100 0.001 0.5 5 369 0.0 -65 0.008935529274331411 0.008333533407390797 100 GTEX 100 0.001 0.5 5 369 0.0 -66 0.008942675568321583 0.00839555965021196 100 GTEX 100 0.001 0.5 5 369 0.0 -67 0.00892870899666035 0.008338878536773953 100 GTEX 100 0.001 0.5 5 369 0.0 -68 0.008934485509435233 0.008315667012501013 100 GTEX 100 0.001 0.5 5 369 0.0 -69 0.008913076854278171 0.008369702084464492 100 GTEX 100 0.001 0.5 5 369 0.0 -70 0.008913539921792266 0.008349113771868977 100 GTEX 100 0.001 0.5 5 369 0.0 -71 0.008942000244158688 0.00837863059254087 100 GTEX 100 0.001 0.5 5 369 0.0 -72 0.008913907456092022 0.00839941318327483 100 GTEX 100 0.001 0.5 5 369 0.0 -73 0.008927262564655737 0.00835097951198372 100 GTEX 100 0.001 0.5 5 369 0.0 -74 0.008943244940793614 0.008335242649901502 100 GTEX 100 0.001 0.5 5 369 0.0 -75 0.008909382659450427 0.008357232408208539 100 GTEX 100 0.001 0.5 5 369 0.0 -76 0.008920726520987686 0.008363629053895691 100 GTEX 100 0.001 0.5 5 369 0.0 -77 0.008902648495718974 0.008361975949243448 100 GTEX 100 0.001 0.5 5 369 0.0 -78 0.008933437145672705 0.008344971241974785 100 GTEX 100 0.001 0.5 5 369 0.0 -79 0.008921720975959006 0.008361085877530702 100 GTEX 100 0.001 0.5 5 369 0.0 -80 0.008921439307397014 0.008345224228846936 100 GTEX 100 0.001 0.5 5 369 0.0 -81 0.008919439795015322 0.008383989684680342 100 GTEX 100 0.001 0.5 5 369 0.0 -82 0.00893261393797181 0.008356829018052313 100 GTEX 100 0.001 0.5 5 369 0.0 -83 0.008930653154226698 0.00835635098398525 100 GTEX 100 0.001 0.5 5 369 0.0 -84 0.008926854253636093 0.008333605491049842 100 GTEX 100 0.001 0.5 5 369 0.0 -85 0.00893891396352576 0.008397986860981232 100 GTEX 100 0.001 0.5 5 369 0.0 -86 0.00892295007158814 0.00836342128043279 100 GTEX 100 0.001 0.5 5 369 0.0 -87 0.008892589693670037 0.008339228767179265 100 GTEX 100 0.001 0.5 5 369 0.0 -88 0.00891454575814128 0.008378316074638086 100 GTEX 100 0.001 0.5 5 369 0.0 -89 0.008915091626105287 0.008390266756339445 100 GTEX 100 0.001 0.5 5 369 0.0 -90 0.00889309825039428 0.00834302650233412 100 GTEX 100 0.001 0.5 5 369 0.0 -91 0.008888968289861762 0.00829926960545631 100 GTEX 100 0.001 0.5 5 369 0.0 -92 0.008908617876869888 0.008353850673246746 100 GTEX 100 0.001 0.5 5 369 0.0 -93 0.008907918560452342 0.00835807961783595 100 GTEX 100 0.001 0.5 5 369 0.0 -94 0.008911232121668113 0.008345993593363481 100 GTEX 100 0.001 0.5 5 369 0.0 -95 0.00891172441374422 0.008352909994952579 100 GTEX 100 0.001 0.5 5 369 0.0 -96 0.00891006535805114 0.00832589947664579 100 GTEX 100 0.001 0.5 5 369 0.0 -97 0.00891237123276646 0.008346400361777258 100 GTEX 100 0.001 0.5 5 369 0.0 -98 0.008916503864198724 0.008365160481076503 100 GTEX 100 0.001 0.5 5 369 0.0 -99 0.008915897335527005 0.008338309211847673 100 GTEX 100 0.001 0.5 5 369 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.001lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.001lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 366886a08..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.001lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16299982404990926 0.15594085240772015 100 GTEX 100 0.001 0.0 5 3164 0.0 -1 0.1359648989645143 0.10979505078760843 100 GTEX 100 0.001 0.0 5 3164 0.0 -2 0.08285305558969355 0.05783715580692762 100 GTEX 100 0.001 0.0 5 3164 0.0 -3 0.04210390573523107 0.029843333032081337 100 GTEX 100 0.001 0.0 5 3164 0.0 -4 0.0236212503866622 0.018877048130384416 100 GTEX 100 0.001 0.0 5 3164 0.0 -5 0.01645144872667231 0.014495963701702115 100 GTEX 100 0.001 0.0 5 3164 0.0 -6 0.013426548454588239 0.012488763446533635 100 GTEX 100 0.001 0.0 5 3164 0.0 -7 0.011960646455348627 0.011444821489882786 100 GTEX 100 0.001 0.0 5 3164 0.0 -8 0.011161037845676956 0.01084519124912105 100 GTEX 100 0.001 0.0 5 3164 0.0 -9 0.01068546680413447 0.010472906661350917 100 GTEX 100 0.001 0.0 5 3164 0.0 -10 0.010382960939759612 0.010229170017879272 100 GTEX 100 0.001 0.0 5 3164 0.0 -11 0.010180112700096793 0.010061376441284277 100 GTEX 100 0.001 0.0 5 3164 0.0 -12 0.010038607581360697 0.009942869167109179 100 GTEX 100 0.001 0.0 5 3164 0.0 -13 0.009936353226853479 0.009855312504185924 100 GTEX 100 0.001 0.0 5 3164 0.0 -14 0.009861105081042997 0.00979016573228537 100 GTEX 100 0.001 0.0 5 3164 0.0 -15 0.00980339627720835 0.009741136018087656 100 GTEX 100 0.001 0.0 5 3164 0.0 -16 0.00975906653002139 0.009701563477402857 100 GTEX 100 0.001 0.0 5 3164 0.0 -17 0.009724087057157278 0.009670994885464131 100 GTEX 100 0.001 0.0 5 3164 0.0 -18 0.00969705463665377 0.009645321976549272 100 GTEX 100 0.001 0.0 5 3164 0.0 -19 0.009674040683686538 0.009626229052846196 100 GTEX 100 0.001 0.0 5 3164 0.0 -20 0.009655772042156266 0.009609540874853786 100 GTEX 100 0.001 0.0 5 3164 0.0 -21 0.009640506683664148 0.009595295389540522 100 GTEX 100 0.001 0.0 5 3164 0.0 -22 0.00962772833322511 0.009584878550084597 100 GTEX 100 0.001 0.0 5 3164 0.0 -23 0.009617127110984669 0.009574533999674447 100 GTEX 100 0.001 0.0 5 3164 0.0 -24 0.009608450162421124 0.00956800862608527 100 GTEX 100 0.001 0.0 5 3164 0.0 -25 0.009601062355739924 0.009559711296210497 100 GTEX 100 0.001 0.0 5 3164 0.0 -26 0.009594057321948261 0.009553521241241989 100 GTEX 100 0.001 0.0 5 3164 0.0 -27 0.009588965606717627 0.00954809538071033 100 GTEX 100 0.001 0.0 5 3164 0.0 -28 0.009583777450166742 0.009543998319188224 100 GTEX 100 0.001 0.0 5 3164 0.0 -29 0.009579662674117381 0.009540560577390538 100 GTEX 100 0.001 0.0 5 3164 0.0 -30 0.00957577536477765 0.009536703998938259 100 GTEX 100 0.001 0.0 5 3164 0.0 -31 0.00957239851474784 0.009535122684029573 100 GTEX 100 0.001 0.0 5 3164 0.0 -32 0.009569409352456603 0.009530807788636068 100 GTEX 100 0.001 0.0 5 3164 0.0 -33 0.009566839686893473 0.00952822046120697 100 GTEX 100 0.001 0.0 5 3164 0.0 -34 0.009565169419324001 0.009527135913051352 100 GTEX 100 0.001 0.0 5 3164 0.0 -35 0.009563324921241567 0.009525422134326892 100 GTEX 100 0.001 0.0 5 3164 0.0 -36 0.009561352816127926 0.009523282401235384 100 GTEX 100 0.001 0.0 5 3164 0.0 -37 0.009559507953760345 0.009520866893968428 100 GTEX 100 0.001 0.0 5 3164 0.0 -38 0.009557977375428125 0.009521823124995476 100 GTEX 100 0.001 0.0 5 3164 0.0 -39 0.009557481825838085 0.00951860533467717 100 GTEX 100 0.001 0.0 5 3164 0.0 -40 0.009555937215690567 0.0095194601577781 100 GTEX 100 0.001 0.0 5 3164 0.0 -41 0.009555668955733931 0.009517239884760217 100 GTEX 100 0.001 0.0 5 3164 0.0 -42 0.00955371417989005 0.00951966509123832 100 GTEX 100 0.001 0.0 5 3164 0.0 -43 0.009554772474677602 0.009515495861069558 100 GTEX 100 0.001 0.0 5 3164 0.0 -44 0.009553183487752139 0.009515268104894533 100 GTEX 100 0.001 0.0 5 3164 0.0 -45 0.009551740154581488 0.009515865040171056 100 GTEX 100 0.001 0.0 5 3164 0.0 -46 0.009551430701087204 0.009514150347829771 100 GTEX 100 0.001 0.0 5 3164 0.0 -47 0.009550636266108815 0.009513425237070699 100 GTEX 100 0.001 0.0 5 3164 0.0 -48 0.009550346307526537 0.009513797001212042 100 GTEX 100 0.001 0.0 5 3164 0.0 -49 0.009549779341717173 0.009511837144400005 100 GTEX 100 0.001 0.0 5 3164 0.0 -50 0.009549804682210537 0.009512224503768034 100 GTEX 100 0.001 0.0 5 3164 0.0 -51 0.009549146210490474 0.009512666251666193 100 GTEX 100 0.001 0.0 5 3164 0.0 -52 0.009548641455297682 0.009511674842850338 100 GTEX 100 0.001 0.0 5 3164 0.0 -53 0.009548989145058261 0.009513916444217525 100 GTEX 100 0.001 0.0 5 3164 0.0 -54 0.009548323078637228 0.009512866461231681 100 GTEX 100 0.001 0.0 5 3164 0.0 -55 0.009548373716338656 0.009512100308538616 100 GTEX 100 0.001 0.0 5 3164 0.0 -56 0.009548901698029796 0.009511069012203823 100 GTEX 100 0.001 0.0 5 3164 0.0 -57 0.009547802403012808 0.00951000191129659 100 GTEX 100 0.001 0.0 5 3164 0.0 -58 0.009547287505582404 0.00951028022093578 100 GTEX 100 0.001 0.0 5 3164 0.0 -59 0.009547075118389077 0.00951074365838059 100 GTEX 100 0.001 0.0 5 3164 0.0 -60 0.009549057328259194 0.009513249362291266 100 GTEX 100 0.001 0.0 5 3164 0.0 -61 0.009547590869720393 0.00950985063334835 100 GTEX 100 0.001 0.0 5 3164 0.0 -62 0.009548644872967225 0.009510477509052128 100 GTEX 100 0.001 0.0 5 3164 0.0 -63 0.009547336857120175 0.00951245211121474 100 GTEX 100 0.001 0.0 5 3164 0.0 -64 0.009546196207622924 0.009511215952242736 100 GTEX 100 0.001 0.0 5 3164 0.0 -65 0.009546258590495314 0.009511773619701654 100 GTEX 100 0.001 0.0 5 3164 0.0 -66 0.009545939504447822 0.009513941012719511 100 GTEX 100 0.001 0.0 5 3164 0.0 -67 0.009547307669940922 0.009512465585292292 100 GTEX 100 0.001 0.0 5 3164 0.0 -68 0.00954654550769503 0.009510486453998225 100 GTEX 100 0.001 0.0 5 3164 0.0 -69 0.009546028477873359 0.009513391808610225 100 GTEX 100 0.001 0.0 5 3164 0.0 -70 0.009545856311183817 0.009511873759895904 100 GTEX 100 0.001 0.0 5 3164 0.0 -71 0.009546077358093239 0.009511211454981634 100 GTEX 100 0.001 0.0 5 3164 0.0 -72 0.009547232109744402 0.009510805008812549 100 GTEX 100 0.001 0.0 5 3164 0.0 -73 0.009546722575362638 0.009513170653139684 100 GTEX 100 0.001 0.0 5 3164 0.0 -74 0.009545903329742304 0.00950967516580122 100 GTEX 100 0.001 0.0 5 3164 0.0 -75 0.009547116251032179 0.009510762033410398 100 GTEX 100 0.001 0.0 5 3164 0.0 -76 0.009546358463060954 0.009509423216486158 100 GTEX 100 0.001 0.0 5 3164 0.0 -77 0.00954644158185457 0.00950879790597089 100 GTEX 100 0.001 0.0 5 3164 0.0 -78 0.009546473974113519 0.009509373488110054 100 GTEX 100 0.001 0.0 5 3164 0.0 -79 0.00954565154072761 0.00951170595185725 100 GTEX 100 0.001 0.0 5 3164 0.0 -80 0.009547095432377006 0.009511505005732461 100 GTEX 100 0.001 0.0 5 3164 0.0 -81 0.009545650009018252 0.00951141979148746 100 GTEX 100 0.001 0.0 5 3164 0.0 -82 0.009545398702241147 0.009512518320105148 100 GTEX 100 0.001 0.0 5 3164 0.0 -83 0.009546186148709513 0.009509156532443976 100 GTEX 100 0.001 0.0 5 3164 0.0 -84 0.009546400067513824 0.009510281630313668 100 GTEX 100 0.001 0.0 5 3164 0.0 -85 0.009545588804489772 0.009509717333821064 100 GTEX 100 0.001 0.0 5 3164 0.0 -86 0.009546353181467378 0.009510082309576949 100 GTEX 100 0.001 0.0 5 3164 0.0 -87 0.009545004313938172 0.00951294513851291 100 GTEX 100 0.001 0.0 5 3164 0.0 -88 0.009545360888596779 0.009509155356782017 100 GTEX 100 0.001 0.0 5 3164 0.0 -89 0.00954571047169572 0.009510204858171396 100 GTEX 100 0.001 0.0 5 3164 0.0 -90 0.009543877421886443 0.00951972628940081 100 GTEX 100 0.001 0.0 5 3164 0.0 -91 0.009548286001334835 0.009507330311568517 100 GTEX 100 0.001 0.0 5 3164 0.0 -92 0.009545892260609024 0.009509467728747615 100 GTEX 100 0.001 0.0 5 3164 0.0 -93 0.00954593661112066 0.009510240128030116 100 GTEX 100 0.001 0.0 5 3164 0.0 -94 0.009544741575119897 0.009509409827396217 100 GTEX 100 0.001 0.0 5 3164 0.0 -95 0.009545960868005895 0.009509615476168834 100 GTEX 100 0.001 0.0 5 3164 0.0 -96 0.009546732433294531 0.009509024819352101 100 GTEX 100 0.001 0.0 5 3164 0.0 -97 0.009545229282003874 0.009510959891651974 100 GTEX 100 0.001 0.0 5 3164 0.0 -98 0.009545123070797964 0.009511092925592974 100 GTEX 100 0.001 0.0 5 3164 0.0 -99 0.009546956553656989 0.009509576070246361 100 GTEX 100 0.001 0.0 5 3164 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.001lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.001lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index d427a4ff9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.001lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.10309801869518567 0.06778680199594325 50 GTEX 100 0.001 0.1 5 5311 0.0 -1 0.06347477185010936 0.05891904947365645 50 GTEX 100 0.001 0.1 5 5311 0.0 -2 0.0578467252573664 0.05417271910993092 50 GTEX 100 0.001 0.1 5 5311 0.0 -3 0.044171975062023035 0.019244119560367253 50 GTEX 100 0.001 0.1 5 5311 0.0 -4 0.012362825227392737 0.009147799063913043 50 GTEX 100 0.001 0.1 5 5311 0.0 -5 0.009104970634436927 0.008248618897758849 50 GTEX 100 0.001 0.1 5 5311 0.0 -6 0.008428942071069498 0.0078502385434429 50 GTEX 100 0.001 0.1 5 5311 0.0 -7 0.008176273312464906 0.007589122243296397 50 GTEX 100 0.001 0.1 5 5311 0.0 -8 0.007963668369779879 0.007399026203560625 50 GTEX 100 0.001 0.1 5 5311 0.0 -9 0.0076898609006584 0.007181928082309068 50 GTEX 100 0.001 0.1 5 5311 0.0 -10 0.0075670162190644725 0.007022068130220694 50 GTEX 100 0.001 0.1 5 5311 0.0 -11 0.007472141884114651 0.006872904148774342 50 GTEX 100 0.001 0.1 5 5311 0.0 -12 0.007279214226307562 0.006797109993472129 50 GTEX 100 0.001 0.1 5 5311 0.0 -13 0.0073071721409708875 0.006745448759172693 50 GTEX 100 0.001 0.1 5 5311 0.0 -14 0.007232325033708625 0.00670380755540111 50 GTEX 100 0.001 0.1 5 5311 0.0 -15 0.007238014552425866 0.006665526203166679 50 GTEX 100 0.001 0.1 5 5311 0.0 -16 0.007144861383048999 0.0065967696046053004 50 GTEX 100 0.001 0.1 5 5311 0.0 -17 0.007152187031203551 0.006594291645608588 50 GTEX 100 0.001 0.1 5 5311 0.0 -18 0.007062881584447954 0.006531242942508352 50 GTEX 100 0.001 0.1 5 5311 0.0 -19 0.0070077780292997945 0.006467794346137985 50 GTEX 100 0.001 0.1 5 5311 0.0 -20 0.006993164300941795 0.006438612588238636 50 GTEX 100 0.001 0.1 5 5311 0.0 -21 0.006959560066339577 0.006384917288777833 50 GTEX 100 0.001 0.1 5 5311 0.0 -22 0.006864172931820755 0.006244123833671835 50 GTEX 100 0.001 0.1 5 5311 0.0 -23 0.006812301656506539 0.0061689494460991125 50 GTEX 100 0.001 0.1 5 5311 0.0 -24 0.006721636817155159 0.006146925504181265 50 GTEX 100 0.001 0.1 5 5311 0.0 -25 0.006750843127920092 0.006092535340698159 50 GTEX 100 0.001 0.1 5 5311 0.0 -26 0.0066262159555177695 0.006051554681003774 50 GTEX 100 0.001 0.1 5 5311 0.0 -27 0.006628823195623174 0.006021184533367026 50 GTEX 100 0.001 0.1 5 5311 0.0 -28 0.006645963942112459 0.006020496636558282 50 GTEX 100 0.001 0.1 5 5311 0.0 -29 0.006651175331408549 0.0059509994046047275 50 GTEX 100 0.001 0.1 5 5311 0.0 -30 0.006644771120351528 0.005944867761798572 50 GTEX 100 0.001 0.1 5 5311 0.0 -31 0.006590281953747709 0.005912787911301557 50 GTEX 100 0.001 0.1 5 5311 0.0 -32 0.006586732954539227 0.005923449852372814 50 GTEX 100 0.001 0.1 5 5311 0.0 -33 0.006580317407800017 0.005907689069819144 50 GTEX 100 0.001 0.1 5 5311 0.0 -34 0.006580008048795575 0.005892426095116784 50 GTEX 100 0.001 0.1 5 5311 0.0 -35 0.006553798907856396 0.005889428706003969 50 GTEX 100 0.001 0.1 5 5311 0.0 -36 0.006575192125655614 0.005879375308985776 50 GTEX 100 0.001 0.1 5 5311 0.0 -37 0.006599811731815162 0.005905927880401563 50 GTEX 100 0.001 0.1 5 5311 0.0 -38 0.006581634575635072 0.005864878918996838 50 GTEX 100 0.001 0.1 5 5311 0.0 -39 0.0065494730100692814 0.005851647311099185 50 GTEX 100 0.001 0.1 5 5311 0.0 -40 0.006600713155954349 0.005913112764051999 50 GTEX 100 0.001 0.1 5 5311 0.0 -41 0.0065486974601228634 0.005984705237197218 50 GTEX 100 0.001 0.1 5 5311 0.0 -42 0.006589406049096438 0.005893692641586292 50 GTEX 100 0.001 0.1 5 5311 0.0 -43 0.006582549297264284 0.005854598246514797 50 GTEX 100 0.001 0.1 5 5311 0.0 -44 0.006594076352372012 0.005848299209099305 50 GTEX 100 0.001 0.1 5 5311 0.0 -45 0.0065424330639288425 0.005856793950145406 50 GTEX 100 0.001 0.1 5 5311 0.0 -46 0.006494801478169042 0.0058313202167800966 50 GTEX 100 0.001 0.1 5 5311 0.0 -47 0.006548180303494939 0.005892604855048566 50 GTEX 100 0.001 0.1 5 5311 0.0 -48 0.006550531770468933 0.005883070628757202 50 GTEX 100 0.001 0.1 5 5311 0.0 -49 0.006561256322218396 0.005862279733140093 50 GTEX 100 0.001 0.1 5 5311 0.0 -50 0.006546402516273806 0.005832974383777482 50 GTEX 100 0.001 0.1 5 5311 0.0 -51 0.0065399436918589515 0.005838316652796341 50 GTEX 100 0.001 0.1 5 5311 0.0 -52 0.00650956543657098 0.005818751132462755 50 GTEX 100 0.001 0.1 5 5311 0.0 -53 0.006542490153156636 0.005845426397660159 50 GTEX 100 0.001 0.1 5 5311 0.0 -54 0.0065310988075471645 0.005865143015343313 50 GTEX 100 0.001 0.1 5 5311 0.0 -55 0.006574726974692153 0.0058903733503866676 50 GTEX 100 0.001 0.1 5 5311 0.0 -56 0.006485216641052731 0.00585935803434808 50 GTEX 100 0.001 0.1 5 5311 0.0 -57 0.006559068738258891 0.0058402301426693625 50 GTEX 100 0.001 0.1 5 5311 0.0 -58 0.006483599978096857 0.005903948372860258 50 GTEX 100 0.001 0.1 5 5311 0.0 -59 0.006506003766771502 0.005817149555976343 50 GTEX 100 0.001 0.1 5 5311 0.0 -60 0.006532237655933255 0.00584123645707285 50 GTEX 100 0.001 0.1 5 5311 0.0 -61 0.006541100244031019 0.005854657934376609 50 GTEX 100 0.001 0.1 5 5311 0.0 -62 0.00651939924099232 0.005865058744814912 50 GTEX 100 0.001 0.1 5 5311 0.0 -63 0.0065312581940552015 0.005811621944026972 50 GTEX 100 0.001 0.1 5 5311 0.0 -64 0.006509687289903717 0.005861093434452048 50 GTEX 100 0.001 0.1 5 5311 0.0 -65 0.006539696558473373 0.00585704015925555 50 GTEX 100 0.001 0.1 5 5311 0.0 -66 0.006544549249327458 0.005868649911383315 50 GTEX 100 0.001 0.1 5 5311 0.0 -67 0.0065509584717892465 0.005829695262503544 50 GTEX 100 0.001 0.1 5 5311 0.0 -68 0.006521924292888865 0.005854148630180286 50 GTEX 100 0.001 0.1 5 5311 0.0 -69 0.0065274193213594065 0.005838794276089949 50 GTEX 100 0.001 0.1 5 5311 0.0 -70 0.0064658329363594 0.005822171912149671 50 GTEX 100 0.001 0.1 5 5311 0.0 -71 0.006534111671540479 0.005848067107047362 50 GTEX 100 0.001 0.1 5 5311 0.0 -72 0.006539941145994695 0.005827826808982249 50 GTEX 100 0.001 0.1 5 5311 0.0 -73 0.006505740109763806 0.005822160312226007 50 GTEX 100 0.001 0.1 5 5311 0.0 -74 0.006524373539289127 0.005806894397483465 50 GTEX 100 0.001 0.1 5 5311 0.0 -75 0.0065449361059390886 0.005860257886718435 50 GTEX 100 0.001 0.1 5 5311 0.0 -76 0.0065155799431879605 0.0058413436193684885 50 GTEX 100 0.001 0.1 5 5311 0.0 -77 0.006497326779054437 0.0058344367532123294 50 GTEX 100 0.001 0.1 5 5311 0.0 -78 0.006570836016745968 0.005835351168564007 50 GTEX 100 0.001 0.1 5 5311 0.0 -79 0.006501127516909264 0.00582351430209474 50 GTEX 100 0.001 0.1 5 5311 0.0 -80 0.006508054358807369 0.00583021923768628 50 GTEX 100 0.001 0.1 5 5311 0.0 -81 0.006539853452141646 0.005831377886186138 50 GTEX 100 0.001 0.1 5 5311 0.0 -82 0.0064823595008932765 0.00580893521827465 50 GTEX 100 0.001 0.1 5 5311 0.0 -83 0.0065026082758781615 0.005845381557842285 50 GTEX 100 0.001 0.1 5 5311 0.0 -84 0.006528151726043846 0.005826435903505114 50 GTEX 100 0.001 0.1 5 5311 0.0 -85 0.006521795502496588 0.005782759162338854 50 GTEX 100 0.001 0.1 5 5311 0.0 -86 0.006533796912694892 0.005819079973433917 50 GTEX 100 0.001 0.1 5 5311 0.0 -87 0.006518323299230747 0.005824082835573887 50 GTEX 100 0.001 0.1 5 5311 0.0 -88 0.006550619671451979 0.005831691259412031 50 GTEX 100 0.001 0.1 5 5311 0.0 -89 0.006554951945704814 0.005823335919295483 50 GTEX 100 0.001 0.1 5 5311 0.0 -90 0.006527672586747138 0.005840236357388444 50 GTEX 100 0.001 0.1 5 5311 0.0 -91 0.00654709176880997 0.0058438617111088095 50 GTEX 100 0.001 0.1 5 5311 0.0 -92 0.006532175237793183 0.005826509861318048 50 GTEX 100 0.001 0.1 5 5311 0.0 -93 0.006483665595364896 0.005786032251262959 50 GTEX 100 0.001 0.1 5 5311 0.0 -94 0.0065199916046480705 0.005822099747044165 50 GTEX 100 0.001 0.1 5 5311 0.0 -95 0.0065329887285345365 0.005842446192865306 50 GTEX 100 0.001 0.1 5 5311 0.0 -96 0.006554239329485414 0.005820916352099509 50 GTEX 100 0.001 0.1 5 5311 0.0 -97 0.0064789954608528025 0.0058072316902955225 50 GTEX 100 0.001 0.1 5 5311 0.0 -98 0.0065431644794458075 0.00584652955721738 50 GTEX 100 0.001 0.1 5 5311 0.0 -99 0.006548571912930859 0.005791494860968946 50 GTEX 100 0.001 0.1 5 5311 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.001lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.001lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 62843abb7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.001lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.12845888459907234 0.07462522444871215 50 GTEX 100 0.001 0.5 5 2239 0.0 -1 0.059674772069061195 0.026546999496963767 50 GTEX 100 0.001 0.5 5 2239 0.0 -2 0.02086190043614015 0.012571034961851038 50 GTEX 100 0.001 0.5 5 2239 0.0 -3 0.012819954508733942 0.010334801953994163 50 GTEX 100 0.001 0.5 5 2239 0.0 -4 0.010973922774810322 0.009708182548062997 50 GTEX 100 0.001 0.5 5 2239 0.0 -5 0.010153373428302153 0.009343781593492955 50 GTEX 100 0.001 0.5 5 2239 0.0 -6 0.009748052784904886 0.009094921716209146 50 GTEX 100 0.001 0.5 5 2239 0.0 -7 0.009426284695833722 0.008910640983881266 50 GTEX 100 0.001 0.5 5 2239 0.0 -8 0.009297682449604883 0.008784314383798678 50 GTEX 100 0.001 0.5 5 2239 0.0 -9 0.009223321977767866 0.008715150134191767 50 GTEX 100 0.001 0.5 5 2239 0.0 -10 0.009146132070822632 0.00868707584011804 50 GTEX 100 0.001 0.5 5 2239 0.0 -11 0.00911703472706157 0.008681902685822359 50 GTEX 100 0.001 0.5 5 2239 0.0 -12 0.009055304547803882 0.008628871711502171 50 GTEX 100 0.001 0.5 5 2239 0.0 -13 0.009039682724932292 0.008613826676020434 50 GTEX 100 0.001 0.5 5 2239 0.0 -14 0.009031206401372121 0.008646132879511598 50 GTEX 100 0.001 0.5 5 2239 0.0 -15 0.009014116271876182 0.00856618262816773 50 GTEX 100 0.001 0.5 5 2239 0.0 -16 0.009000963533598801 0.00858034157307514 50 GTEX 100 0.001 0.5 5 2239 0.0 -17 0.008962851564583959 0.008535804354475932 50 GTEX 100 0.001 0.5 5 2239 0.0 -18 0.008965553653946778 0.008580383999598967 50 GTEX 100 0.001 0.5 5 2239 0.0 -19 0.008957764672516228 0.008566963397844662 50 GTEX 100 0.001 0.5 5 2239 0.0 -20 0.00893442560543326 0.008561082958056106 50 GTEX 100 0.001 0.5 5 2239 0.0 -21 0.008978583946768197 0.008525738937022454 50 GTEX 100 0.001 0.5 5 2239 0.0 -22 0.008952340262241483 0.008559892396708178 50 GTEX 100 0.001 0.5 5 2239 0.0 -23 0.008950661069833454 0.008539729235523838 50 GTEX 100 0.001 0.5 5 2239 0.0 -24 0.00894706258859186 0.008551595860051112 50 GTEX 100 0.001 0.5 5 2239 0.0 -25 0.008958561312388761 0.008544512720736091 50 GTEX 100 0.001 0.5 5 2239 0.0 -26 0.00888631898810251 0.008481192670783786 50 GTEX 100 0.001 0.5 5 2239 0.0 -27 0.008919543337092248 0.008515970803577693 50 GTEX 100 0.001 0.5 5 2239 0.0 -28 0.00890509451515095 0.00847751757275214 50 GTEX 100 0.001 0.5 5 2239 0.0 -29 0.008927470770390734 0.008473976135445128 50 GTEX 100 0.001 0.5 5 2239 0.0 -30 0.00892028508313788 0.008518953037451768 50 GTEX 100 0.001 0.5 5 2239 0.0 -31 0.008905974097036001 0.008530322586260594 50 GTEX 100 0.001 0.5 5 2239 0.0 -32 0.008908215620873426 0.008510767108629752 50 GTEX 100 0.001 0.5 5 2239 0.0 -33 0.008909416917600922 0.008524709319192986 50 GTEX 100 0.001 0.5 5 2239 0.0 -34 0.008912455282784275 0.008508151180213565 50 GTEX 100 0.001 0.5 5 2239 0.0 -35 0.008905418956180277 0.008444292654067334 50 GTEX 100 0.001 0.5 5 2239 0.0 -36 0.008906659384441955 0.008571698351589673 50 GTEX 100 0.001 0.5 5 2239 0.0 -37 0.008903470874703131 0.008477489782688509 50 GTEX 100 0.001 0.5 5 2239 0.0 -38 0.00891015048223302 0.008460806896060196 50 GTEX 100 0.001 0.5 5 2239 0.0 -39 0.008902502185995122 0.008537331145405487 50 GTEX 100 0.001 0.5 5 2239 0.0 -40 0.008942113506343179 0.008489352786389424 50 GTEX 100 0.001 0.5 5 2239 0.0 -41 0.008861039331342403 0.008462419145574135 50 GTEX 100 0.001 0.5 5 2239 0.0 -42 0.008911746006812757 0.008493016239347737 50 GTEX 100 0.001 0.5 5 2239 0.0 -43 0.008896459337295179 0.008468545518263098 50 GTEX 100 0.001 0.5 5 2239 0.0 -44 0.008906527841448929 0.008476667992324487 50 GTEX 100 0.001 0.5 5 2239 0.0 -45 0.008914960893777062 0.008430979041092296 50 GTEX 100 0.001 0.5 5 2239 0.0 -46 0.008920152449502863 0.008463362890504613 50 GTEX 100 0.001 0.5 5 2239 0.0 -47 0.0088941279456989 0.008413760571389994 50 GTEX 100 0.001 0.5 5 2239 0.0 -48 0.008883303324386495 0.008509282553001898 50 GTEX 100 0.001 0.5 5 2239 0.0 -49 0.00892519408098553 0.008484307323323967 50 GTEX 100 0.001 0.5 5 2239 0.0 -50 0.008905706293837655 0.00848536113429347 50 GTEX 100 0.001 0.5 5 2239 0.0 -51 0.008885298988311535 0.008401305961844019 50 GTEX 100 0.001 0.5 5 2239 0.0 -52 0.008912259474942888 0.008470359514201832 50 GTEX 100 0.001 0.5 5 2239 0.0 -53 0.00886567548472992 0.008453976030075505 50 GTEX 100 0.001 0.5 5 2239 0.0 -54 0.008897641200792221 0.008448737641591084 50 GTEX 100 0.001 0.5 5 2239 0.0 -55 0.008893917979334335 0.008503133035353438 50 GTEX 100 0.001 0.5 5 2239 0.0 -56 0.008901366784250212 0.008504912354576157 50 GTEX 100 0.001 0.5 5 2239 0.0 -57 0.008916101757585735 0.008544184190500882 50 GTEX 100 0.001 0.5 5 2239 0.0 -58 0.008905549039327382 0.00844078661410046 50 GTEX 100 0.001 0.5 5 2239 0.0 -59 0.008865654451419009 0.00851284521596485 50 GTEX 100 0.001 0.5 5 2239 0.0 -60 0.008876748856428975 0.008449586990958668 50 GTEX 100 0.001 0.5 5 2239 0.0 -61 0.00887125664760221 0.008508376886947753 50 GTEX 100 0.001 0.5 5 2239 0.0 -62 0.008900802105872189 0.00842106293890441 50 GTEX 100 0.001 0.5 5 2239 0.0 -63 0.008885886003773373 0.008443261400226347 50 GTEX 100 0.001 0.5 5 2239 0.0 -64 0.008914022149396737 0.008473440917994925 50 GTEX 100 0.001 0.5 5 2239 0.0 -65 0.008890675639455663 0.008427103658245713 50 GTEX 100 0.001 0.5 5 2239 0.0 -66 0.008844601334336 0.008423943542645175 50 GTEX 100 0.001 0.5 5 2239 0.0 -67 0.008896318807880419 0.00852090625372138 50 GTEX 100 0.001 0.5 5 2239 0.0 -68 0.008873541575872345 0.008472863368746673 50 GTEX 100 0.001 0.5 5 2239 0.0 -69 0.0088983320005811 0.00847318314171676 50 GTEX 100 0.001 0.5 5 2239 0.0 -70 0.008885020330684832 0.008461458130452796 50 GTEX 100 0.001 0.5 5 2239 0.0 -71 0.008888528473292372 0.008469990000461614 50 GTEX 100 0.001 0.5 5 2239 0.0 -72 0.008890445747096857 0.008441098985180768 50 GTEX 100 0.001 0.5 5 2239 0.0 -73 0.008910055473852941 0.008499273157434204 50 GTEX 100 0.001 0.5 5 2239 0.0 -74 0.008892243329718516 0.008493773201870034 50 GTEX 100 0.001 0.5 5 2239 0.0 -75 0.008862489432513988 0.008416214128318791 50 GTEX 100 0.001 0.5 5 2239 0.0 -76 0.008886960219779557 0.008430825004587835 50 GTEX 100 0.001 0.5 5 2239 0.0 -77 0.008911809524743757 0.008473777933711958 50 GTEX 100 0.001 0.5 5 2239 0.0 -78 0.00887232551226646 0.00842816474716473 50 GTEX 100 0.001 0.5 5 2239 0.0 -79 0.008888940295290894 0.008452619157710286 50 GTEX 100 0.001 0.5 5 2239 0.0 -80 0.008896801927358816 0.008493366721174733 50 GTEX 100 0.001 0.5 5 2239 0.0 -81 0.008907024842375395 0.00843317546800289 50 GTEX 100 0.001 0.5 5 2239 0.0 -82 0.008881360960553131 0.00845556725666437 50 GTEX 100 0.001 0.5 5 2239 0.0 -83 0.00888863272057537 0.008409818376772134 50 GTEX 100 0.001 0.5 5 2239 0.0 -84 0.008881760556028481 0.008460902454891018 50 GTEX 100 0.001 0.5 5 2239 0.0 -85 0.008860828187125807 0.008476767276445609 50 GTEX 100 0.001 0.5 5 2239 0.0 -86 0.00888335949035852 0.008439593030380601 50 GTEX 100 0.001 0.5 5 2239 0.0 -87 0.008876917315191527 0.008470021662773289 50 GTEX 100 0.001 0.5 5 2239 0.0 -88 0.008909045556585539 0.008529739817356542 50 GTEX 100 0.001 0.5 5 2239 0.0 -89 0.00887428877212747 0.008383306695020867 50 GTEX 100 0.001 0.5 5 2239 0.0 -90 0.008881035001980547 0.008460422461682457 50 GTEX 100 0.001 0.5 5 2239 0.0 -91 0.008865765826659556 0.00842865196432026 50 GTEX 100 0.001 0.5 5 2239 0.0 -92 0.008893451596264654 0.008440253847126385 50 GTEX 100 0.001 0.5 5 2239 0.0 -93 0.008883929587318255 0.008464603553820019 50 GTEX 100 0.001 0.5 5 2239 0.0 -94 0.008909294949955644 0.008467278996581644 50 GTEX 100 0.001 0.5 5 2239 0.0 -95 0.008870694421336419 0.008406488905650185 50 GTEX 100 0.001 0.5 5 2239 0.0 -96 0.008909113921584732 0.008374073190310043 50 GTEX 100 0.001 0.5 5 2239 0.0 -97 0.008886914945028393 0.008455768850819693 50 GTEX 100 0.001 0.5 5 2239 0.0 -98 0.008898109463919546 0.008470988835070014 50 GTEX 100 0.001 0.5 5 2239 0.0 -99 0.008914566764497254 0.008495128084108686 50 GTEX 100 0.001 0.5 5 2239 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.001lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.001lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index d38a11569..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_5z_0.001lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1100928360039296 0.07130866249874518 50 GTEX 100 0.001 0.0 5 5828 0.0 -1 0.04528837604935159 0.023099036384444726 50 GTEX 100 0.001 0.0 5 5828 0.0 -2 0.015252223011494639 0.011096890197762293 50 GTEX 100 0.001 0.0 5 5828 0.0 -3 0.009961716745438722 0.009352055453507676 50 GTEX 100 0.001 0.0 5 5828 0.0 -4 0.008906233654778245 0.008711920536792494 50 GTEX 100 0.001 0.0 5 5828 0.0 -5 0.008392280517388979 0.008306061532065102 50 GTEX 100 0.001 0.0 5 5828 0.0 -6 0.008040356697640378 0.008013814199935404 50 GTEX 100 0.001 0.0 5 5828 0.0 -7 0.007791859794180245 0.007805785989325083 50 GTEX 100 0.001 0.0 5 5828 0.0 -8 0.007614115231743336 0.007671793009165122 50 GTEX 100 0.001 0.0 5 5828 0.0 -9 0.007492746308485674 0.007571561143382987 50 GTEX 100 0.001 0.0 5 5828 0.0 -10 0.007402337947127462 0.007490483864242416 50 GTEX 100 0.001 0.0 5 5828 0.0 -11 0.007338624578325433 0.007435640888536497 50 GTEX 100 0.001 0.0 5 5828 0.0 -12 0.00729239505054682 0.00739394854435506 50 GTEX 100 0.001 0.0 5 5828 0.0 -13 0.00725361694870736 0.007366193298200861 50 GTEX 100 0.001 0.0 5 5828 0.0 -14 0.007228922753958708 0.007345474937739481 50 GTEX 100 0.001 0.0 5 5828 0.0 -15 0.007208729489370307 0.007318660066225796 50 GTEX 100 0.001 0.0 5 5828 0.0 -16 0.00718732216710535 0.007296429729237869 50 GTEX 100 0.001 0.0 5 5828 0.0 -17 0.007174606929535446 0.00728641311326436 50 GTEX 100 0.001 0.0 5 5828 0.0 -18 0.0071624116336581915 0.007282229074004315 50 GTEX 100 0.001 0.0 5 5828 0.0 -19 0.00715042793988714 0.007272039334725291 50 GTEX 100 0.001 0.0 5 5828 0.0 -20 0.007142231586580387 0.007270861336493957 50 GTEX 100 0.001 0.0 5 5828 0.0 -21 0.007132179355043204 0.007244815471840619 50 GTEX 100 0.001 0.0 5 5828 0.0 -22 0.007122033906891412 0.007232121009549601 50 GTEX 100 0.001 0.0 5 5828 0.0 -23 0.007113893302247043 0.007229265441742687 50 GTEX 100 0.001 0.0 5 5828 0.0 -24 0.007108711704747143 0.007229422647576821 50 GTEX 100 0.001 0.0 5 5828 0.0 -25 0.007102341373832063 0.007229203388392359 50 GTEX 100 0.001 0.0 5 5828 0.0 -26 0.007097837938092396 0.007226616990515261 50 GTEX 100 0.001 0.0 5 5828 0.0 -27 0.007093186652114896 0.007205996850059286 50 GTEX 100 0.001 0.0 5 5828 0.0 -28 0.0070886101392792795 0.007217058000073347 50 GTEX 100 0.001 0.0 5 5828 0.0 -29 0.007084433105147079 0.007207851475387982 50 GTEX 100 0.001 0.0 5 5828 0.0 -30 0.007079637491617328 0.007204169406601628 50 GTEX 100 0.001 0.0 5 5828 0.0 -31 0.007075251471532604 0.007187140792140829 50 GTEX 100 0.001 0.0 5 5828 0.0 -32 0.007072750280952679 0.007192297258764902 50 GTEX 100 0.001 0.0 5 5828 0.0 -33 0.007073316009343536 0.007207579072387783 50 GTEX 100 0.001 0.0 5 5828 0.0 -34 0.007070494771930029 0.007185359671357807 50 GTEX 100 0.001 0.0 5 5828 0.0 -35 0.007069081416387228 0.007214134971579331 50 GTEX 100 0.001 0.0 5 5828 0.0 -36 0.007070617961499643 0.00718872433266259 50 GTEX 100 0.001 0.0 5 5828 0.0 -37 0.0070645299603295094 0.0071969638665351915 50 GTEX 100 0.001 0.0 5 5828 0.0 -38 0.007060853145730127 0.007180297770271849 50 GTEX 100 0.001 0.0 5 5828 0.0 -39 0.007060267055589949 0.007183231545272266 50 GTEX 100 0.001 0.0 5 5828 0.0 -40 0.007059036185263524 0.007178510237350607 50 GTEX 100 0.001 0.0 5 5828 0.0 -41 0.007056522315435542 0.0071821304891584265 50 GTEX 100 0.001 0.0 5 5828 0.0 -42 0.007055396123671101 0.007176292748562283 50 GTEX 100 0.001 0.0 5 5828 0.0 -43 0.007054685378901474 0.0071845265820679105 50 GTEX 100 0.001 0.0 5 5828 0.0 -44 0.007055289699334277 0.007181778542180422 50 GTEX 100 0.001 0.0 5 5828 0.0 -45 0.007051618341683123 0.007171478850179185 50 GTEX 100 0.001 0.0 5 5828 0.0 -46 0.0070532899607868935 0.0071699657112699955 50 GTEX 100 0.001 0.0 5 5828 0.0 -47 0.007053125792138615 0.0071900549978584395 50 GTEX 100 0.001 0.0 5 5828 0.0 -48 0.007050166553417793 0.007175833844675367 50 GTEX 100 0.001 0.0 5 5828 0.0 -49 0.007049777611831973 0.00716685722741394 50 GTEX 100 0.001 0.0 5 5828 0.0 -50 0.007048463305056857 0.0071717807961125 50 GTEX 100 0.001 0.0 5 5828 0.0 -51 0.007054698826807916 0.007172939216208152 50 GTEX 100 0.001 0.0 5 5828 0.0 -52 0.007048789608190266 0.007189780177137754 50 GTEX 100 0.001 0.0 5 5828 0.0 -53 0.007047238339927452 0.00717338643252793 50 GTEX 100 0.001 0.0 5 5828 0.0 -54 0.007047276905014461 0.007163241449849744 50 GTEX 100 0.001 0.0 5 5828 0.0 -55 0.007043098194659027 0.007168521591154115 50 GTEX 100 0.001 0.0 5 5828 0.0 -56 0.007043539194343548 0.007182217036646582 50 GTEX 100 0.001 0.0 5 5828 0.0 -57 0.007044073015221626 0.00716398285609801 50 GTEX 100 0.001 0.0 5 5828 0.0 -58 0.007048511017754153 0.007164163544186224 50 GTEX 100 0.001 0.0 5 5828 0.0 -59 0.0070396889783414475 0.0071727227235474965 50 GTEX 100 0.001 0.0 5 5828 0.0 -60 0.007040312825314038 0.007167604459740023 50 GTEX 100 0.001 0.0 5 5828 0.0 -61 0.007039022319797189 0.007180963277271435 50 GTEX 100 0.001 0.0 5 5828 0.0 -62 0.007043816436491761 0.007166712592663987 50 GTEX 100 0.001 0.0 5 5828 0.0 -63 0.0070422784671946076 0.007163347401071921 50 GTEX 100 0.001 0.0 5 5828 0.0 -64 0.007040425105905981 0.007163417390140461 50 GTEX 100 0.001 0.0 5 5828 0.0 -65 0.007039950352836586 0.007179725338871318 50 GTEX 100 0.001 0.0 5 5828 0.0 -66 0.0070412657629441554 0.0071730467414717145 50 GTEX 100 0.001 0.0 5 5828 0.0 -67 0.007039555683080786 0.007185523830240897 50 GTEX 100 0.001 0.0 5 5828 0.0 -68 0.007040439115931067 0.007165427149730263 50 GTEX 100 0.001 0.0 5 5828 0.0 -69 0.007043874905881174 0.007165048526380452 50 GTEX 100 0.001 0.0 5 5828 0.0 -70 0.007043832192636001 0.007167938159169636 50 GTEX 100 0.001 0.0 5 5828 0.0 -71 0.007041576364679392 0.007161752543918534 50 GTEX 100 0.001 0.0 5 5828 0.0 -72 0.0070396028845196666 0.007162847373804552 50 GTEX 100 0.001 0.0 5 5828 0.0 -73 0.007040683487025891 0.007169330801581078 50 GTEX 100 0.001 0.0 5 5828 0.0 -74 0.007036629241729968 0.007163335509888629 50 GTEX 100 0.001 0.0 5 5828 0.0 -75 0.007037554464766405 0.00716917973079014 50 GTEX 100 0.001 0.0 5 5828 0.0 -76 0.0070388014926098495 0.007163512427536877 50 GTEX 100 0.001 0.0 5 5828 0.0 -77 0.007038202118506301 0.007177771262987428 50 GTEX 100 0.001 0.0 5 5828 0.0 -78 0.007037076693088417 0.007164026235191315 50 GTEX 100 0.001 0.0 5 5828 0.0 -79 0.007042225367690944 0.007171476019029382 50 GTEX 100 0.001 0.0 5 5828 0.0 -80 0.007035795838127525 0.0071832942785234844 50 GTEX 100 0.001 0.0 5 5828 0.0 -81 0.007036886123210991 0.007183511158940116 50 GTEX 100 0.001 0.0 5 5828 0.0 -82 0.007036151151167209 0.00716939564535798 50 GTEX 100 0.001 0.0 5 5828 0.0 -83 0.007036833474415511 0.007164340271497634 50 GTEX 100 0.001 0.0 5 5828 0.0 -84 0.007036670021893004 0.007156186603441721 50 GTEX 100 0.001 0.0 5 5828 0.0 -85 0.007038769407725717 0.007174518995142822 50 GTEX 100 0.001 0.0 5 5828 0.0 -86 0.007037411322985429 0.007168005608347999 50 GTEX 100 0.001 0.0 5 5828 0.0 -87 0.007035500466620137 0.007159930324543111 50 GTEX 100 0.001 0.0 5 5828 0.0 -88 0.007039025121438216 0.0071576068898443375 50 GTEX 100 0.001 0.0 5 5828 0.0 -89 0.007033864923698639 0.007153230651101176 50 GTEX 100 0.001 0.0 5 5828 0.0 -90 0.007034731023147383 0.007166239140845637 50 GTEX 100 0.001 0.0 5 5828 0.0 -91 0.007034549067585675 0.007158530803446874 50 GTEX 100 0.001 0.0 5 5828 0.0 -92 0.007036616645215859 0.007156319105324863 50 GTEX 100 0.001 0.0 5 5828 0.0 -93 0.007032773784124005 0.007178772447149167 50 GTEX 100 0.001 0.0 5 5828 0.0 -94 0.007037355476635993 0.007163670886938279 50 GTEX 100 0.001 0.0 5 5828 0.0 -95 0.007034128973717182 0.0071665432955715595 50 GTEX 100 0.001 0.0 5 5828 0.0 -96 0.007039622079090718 0.007165986071641738 50 GTEX 100 0.001 0.0 5 5828 0.0 -97 0.007033854679789761 0.007160505660572319 50 GTEX 100 0.001 0.0 5 5828 0.0 -98 0.00703314981636105 0.0071580060385875825 50 GTEX 100 0.001 0.0 5 5828 0.0 -99 0.00703350763084837 0.007164643374501865 50 GTEX 100 0.001 0.0 5 5828 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00001lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00001lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 98c9f7d2f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00001lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1643944858821579 0.1637588591516698 100 GTEX 100 1e-05 0.1 75 3911 0.0 -1 0.1590158329810111 0.15481056692255768 100 GTEX 100 1e-05 0.1 75 3911 0.0 -2 0.14826805737714424 0.14346804523649326 100 GTEX 100 1e-05 0.1 75 3911 0.0 -3 0.13770455402167958 0.13410126143082013 100 GTEX 100 1e-05 0.1 75 3911 0.0 -4 0.12958504901310577 0.12720193759230153 100 GTEX 100 1e-05 0.1 75 3911 0.0 -5 0.1236508088045706 0.12208045696124378 100 GTEX 100 1e-05 0.1 75 3911 0.0 -6 0.11913958073269922 0.11812782086460309 100 GTEX 100 1e-05 0.1 75 3911 0.0 -7 0.11560935570371558 0.11494640790690941 100 GTEX 100 1e-05 0.1 75 3911 0.0 -8 0.11270898393401252 0.11228317651231932 100 GTEX 100 1e-05 0.1 75 3911 0.0 -9 0.11029683543955296 0.11000464369362298 100 GTEX 100 1e-05 0.1 75 3911 0.0 -10 0.10817514928483757 0.10799066033993383 100 GTEX 100 1e-05 0.1 75 3911 0.0 -11 0.10628366139243721 0.1061777937378267 100 GTEX 100 1e-05 0.1 75 3911 0.0 -12 0.10454440301356402 0.10450002111976138 100 GTEX 100 1e-05 0.1 75 3911 0.0 -13 0.10294038148856004 0.1029262891173816 100 GTEX 100 1e-05 0.1 75 3911 0.0 -14 0.10141839623038842 0.1014184289728734 100 GTEX 100 1e-05 0.1 75 3911 0.0 -15 0.09994061564151294 0.09995307447565825 100 GTEX 100 1e-05 0.1 75 3911 0.0 -16 0.09852113505565492 0.09852461491360864 100 GTEX 100 1e-05 0.1 75 3911 0.0 -17 0.09710168670790115 0.09710945466625373 100 GTEX 100 1e-05 0.1 75 3911 0.0 -18 0.09569106460187407 0.09569893876522666 100 GTEX 100 1e-05 0.1 75 3911 0.0 -19 0.09428540375695582 0.09427421415373399 100 GTEX 100 1e-05 0.1 75 3911 0.0 -20 0.0928354549201134 0.09282607814658278 100 GTEX 100 1e-05 0.1 75 3911 0.0 -21 0.09139178467502662 0.09134321605977903 100 GTEX 100 1e-05 0.1 75 3911 0.0 -22 0.08988212587712646 0.08979416800089209 100 GTEX 100 1e-05 0.1 75 3911 0.0 -23 0.08828153725887813 0.08816790594914113 100 GTEX 100 1e-05 0.1 75 3911 0.0 -24 0.08665243277309109 0.0864407844813151 100 GTEX 100 1e-05 0.1 75 3911 0.0 -25 0.08486611214197336 0.08460758963578555 100 GTEX 100 1e-05 0.1 75 3911 0.0 -26 0.08300271956107427 0.08268199733568235 100 GTEX 100 1e-05 0.1 75 3911 0.0 -27 0.0810582828210704 0.08071094292424931 100 GTEX 100 1e-05 0.1 75 3911 0.0 -28 0.07910085469012126 0.07876228912248358 100 GTEX 100 1e-05 0.1 75 3911 0.0 -29 0.07722420258552003 0.07691084488716415 100 GTEX 100 1e-05 0.1 75 3911 0.0 -30 0.07550249470048989 0.07522130613091327 100 GTEX 100 1e-05 0.1 75 3911 0.0 -31 0.07393301842163442 0.07374018569522937 100 GTEX 100 1e-05 0.1 75 3911 0.0 -32 0.07262689128063216 0.0724843741313133 100 GTEX 100 1e-05 0.1 75 3911 0.0 -33 0.0714888813815601 0.07143561102931491 100 GTEX 100 1e-05 0.1 75 3911 0.0 -34 0.07055980529432704 0.07056077739698352 100 GTEX 100 1e-05 0.1 75 3911 0.0 -35 0.06977094410102823 0.06982226491314376 100 GTEX 100 1e-05 0.1 75 3911 0.0 -36 0.06912008631398764 0.06919393575123507 100 GTEX 100 1e-05 0.1 75 3911 0.0 -37 0.06857374854235535 0.06865789778105659 100 GTEX 100 1e-05 0.1 75 3911 0.0 -38 0.06809961562381069 0.06819445557694018 100 GTEX 100 1e-05 0.1 75 3911 0.0 -39 0.06767047632627683 0.06778716686900578 100 GTEX 100 1e-05 0.1 75 3911 0.0 -40 0.06733609781533344 0.06742634108651274 100 GTEX 100 1e-05 0.1 75 3911 0.0 -41 0.06699649673110708 0.06709564321394655 100 GTEX 100 1e-05 0.1 75 3911 0.0 -42 0.06668986235133846 0.06679325012539729 100 GTEX 100 1e-05 0.1 75 3911 0.0 -43 0.06642018065519188 0.06651133338534787 100 GTEX 100 1e-05 0.1 75 3911 0.0 -44 0.06616711798550474 0.06624165845914486 100 GTEX 100 1e-05 0.1 75 3911 0.0 -45 0.0659088468476398 0.06598725558007171 100 GTEX 100 1e-05 0.1 75 3911 0.0 -46 0.06566975061985637 0.06574365482470836 100 GTEX 100 1e-05 0.1 75 3911 0.0 -47 0.06544812944042552 0.06551017011639737 100 GTEX 100 1e-05 0.1 75 3911 0.0 -48 0.06522183397512722 0.06528299879778474 100 GTEX 100 1e-05 0.1 75 3911 0.0 -49 0.06501505185074863 0.06506239619998425 100 GTEX 100 1e-05 0.1 75 3911 0.0 -50 0.06480379652787165 0.06484621428944766 100 GTEX 100 1e-05 0.1 75 3911 0.0 -51 0.06456975648546591 0.06463743861013946 100 GTEX 100 1e-05 0.1 75 3911 0.0 -52 0.06440848722586451 0.06443492439309907 100 GTEX 100 1e-05 0.1 75 3911 0.0 -53 0.06422808427637905 0.06423829612056565 100 GTEX 100 1e-05 0.1 75 3911 0.0 -54 0.0640354108014605 0.06404565795972773 100 GTEX 100 1e-05 0.1 75 3911 0.0 -55 0.06383525796987771 0.06386250243327464 100 GTEX 100 1e-05 0.1 75 3911 0.0 -56 0.06367084952812078 0.06367989800898748 100 GTEX 100 1e-05 0.1 75 3911 0.0 -57 0.06348603287420744 0.06350181325420227 100 GTEX 100 1e-05 0.1 75 3911 0.0 -58 0.06331645862311613 0.06332841082104258 100 GTEX 100 1e-05 0.1 75 3911 0.0 -59 0.06315749851935414 0.06316440470318377 100 GTEX 100 1e-05 0.1 75 3911 0.0 -60 0.06300805423621632 0.06299803366339252 100 GTEX 100 1e-05 0.1 75 3911 0.0 -61 0.06282614566424309 0.06283633355688686 100 GTEX 100 1e-05 0.1 75 3911 0.0 -62 0.06267314296350744 0.06268085282961679 100 GTEX 100 1e-05 0.1 75 3911 0.0 -63 0.06254452850472478 0.06252719613479117 100 GTEX 100 1e-05 0.1 75 3911 0.0 -64 0.062398015823184945 0.062377024059513224 100 GTEX 100 1e-05 0.1 75 3911 0.0 -65 0.06224217547002042 0.06222894195708032 100 GTEX 100 1e-05 0.1 75 3911 0.0 -66 0.062089937832629505 0.06207908993098219 100 GTEX 100 1e-05 0.1 75 3911 0.0 -67 0.061955131410535616 0.06192867010265249 100 GTEX 100 1e-05 0.1 75 3911 0.0 -68 0.06180035963645074 0.061783754766100714 100 GTEX 100 1e-05 0.1 75 3911 0.0 -69 0.0616694063965825 0.061649341164546324 100 GTEX 100 1e-05 0.1 75 3911 0.0 -70 0.06155239820505531 0.06152426823973656 100 GTEX 100 1e-05 0.1 75 3911 0.0 -71 0.0614222912250646 0.0613994278127023 100 GTEX 100 1e-05 0.1 75 3911 0.0 -72 0.06130632644615028 0.061280776226021946 100 GTEX 100 1e-05 0.1 75 3911 0.0 -73 0.06121398264340945 0.06116617888835447 100 GTEX 100 1e-05 0.1 75 3911 0.0 -74 0.06109444927288434 0.06105341303371205 100 GTEX 100 1e-05 0.1 75 3911 0.0 -75 0.06096501178190299 0.060942394156079785 100 GTEX 100 1e-05 0.1 75 3911 0.0 -76 0.06085484823186647 0.060832378217249315 100 GTEX 100 1e-05 0.1 75 3911 0.0 -77 0.060769894091959195 0.06071676325208787 100 GTEX 100 1e-05 0.1 75 3911 0.0 -78 0.06063193274366575 0.060598140362890955 100 GTEX 100 1e-05 0.1 75 3911 0.0 -79 0.06051036265064938 0.06047133034796316 100 GTEX 100 1e-05 0.1 75 3911 0.0 -80 0.060399901621996745 0.06034371659103002 100 GTEX 100 1e-05 0.1 75 3911 0.0 -81 0.06024922442989326 0.06022336557790807 100 GTEX 100 1e-05 0.1 75 3911 0.0 -82 0.06015558104583955 0.06011428108913364 100 GTEX 100 1e-05 0.1 75 3911 0.0 -83 0.06005599700898999 0.06001557933853606 100 GTEX 100 1e-05 0.1 75 3911 0.0 -84 0.05996939304279931 0.05992028457130316 100 GTEX 100 1e-05 0.1 75 3911 0.0 -85 0.05987883908366205 0.059825174836264816 100 GTEX 100 1e-05 0.1 75 3911 0.0 -86 0.05975436574091903 0.05971951142463394 100 GTEX 100 1e-05 0.1 75 3911 0.0 -87 0.059636293983143414 0.05960668089441927 100 GTEX 100 1e-05 0.1 75 3911 0.0 -88 0.05952938786007679 0.059501303848544906 100 GTEX 100 1e-05 0.1 75 3911 0.0 -89 0.05943949500322531 0.059402090132576434 100 GTEX 100 1e-05 0.1 75 3911 0.0 -90 0.05934566699398902 0.05930042133698445 100 GTEX 100 1e-05 0.1 75 3911 0.0 -91 0.05923399864782045 0.05920390512780092 100 GTEX 100 1e-05 0.1 75 3911 0.0 -92 0.059134505219695384 0.05910900147355554 100 GTEX 100 1e-05 0.1 75 3911 0.0 -93 0.05905994040720551 0.05902271239023245 100 GTEX 100 1e-05 0.1 75 3911 0.0 -94 0.058972898960031675 0.05893872288753325 100 GTEX 100 1e-05 0.1 75 3911 0.0 -95 0.05888000856665909 0.05885597865164507 100 GTEX 100 1e-05 0.1 75 3911 0.0 -96 0.05878717589147922 0.05877641925567003 100 GTEX 100 1e-05 0.1 75 3911 0.0 -97 0.058729689271186616 0.05869732307050618 100 GTEX 100 1e-05 0.1 75 3911 0.0 -98 0.05862577114338052 0.05861632459347239 100 GTEX 100 1e-05 0.1 75 3911 0.0 -99 0.05856077384203279 0.058544747290615796 100 GTEX 100 1e-05 0.1 75 3911 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00001lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00001lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 65ca968d3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00001lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16478863747907915 0.16169424694980505 100 GTEX 100 1e-05 0.5 75 7196 0.0 -1 0.1604475025010862 0.1531757550321151 100 GTEX 100 1e-05 0.5 75 7196 0.0 -2 0.15092061699425216 0.14151429750393552 100 GTEX 100 1e-05 0.5 75 7196 0.0 -3 0.14098958370299505 0.13165781063385337 100 GTEX 100 1e-05 0.5 75 7196 0.0 -4 0.1329377894764454 0.12421326214596345 100 GTEX 100 1e-05 0.5 75 7196 0.0 -5 0.12673758555550352 0.11867323483804333 100 GTEX 100 1e-05 0.5 75 7196 0.0 -6 0.1220414623204161 0.11449003874009099 100 GTEX 100 1e-05 0.5 75 7196 0.0 -7 0.11828013978960698 0.11117094775003172 100 GTEX 100 1e-05 0.5 75 7196 0.0 -8 0.11525550765775634 0.1084778987919423 100 GTEX 100 1e-05 0.5 75 7196 0.0 -9 0.11273798253731528 0.10621856470298405 100 GTEX 100 1e-05 0.5 75 7196 0.0 -10 0.11061061753149558 0.10425983482667249 100 GTEX 100 1e-05 0.5 75 7196 0.0 -11 0.108744000579036 0.10252627027805314 100 GTEX 100 1e-05 0.5 75 7196 0.0 -12 0.10695452229553182 0.10096592623244674 100 GTEX 100 1e-05 0.5 75 7196 0.0 -13 0.10545569989608714 0.09952666290359352 100 GTEX 100 1e-05 0.5 75 7196 0.0 -14 0.10402987193104911 0.09817696291910831 100 GTEX 100 1e-05 0.5 75 7196 0.0 -15 0.10267106375410197 0.09688138171407207 100 GTEX 100 1e-05 0.5 75 7196 0.0 -16 0.1013478413035339 0.09562996500118603 100 GTEX 100 1e-05 0.5 75 7196 0.0 -17 0.10007389256298019 0.09439243863517341 100 GTEX 100 1e-05 0.5 75 7196 0.0 -18 0.09880113758377355 0.09315869620091108 100 GTEX 100 1e-05 0.5 75 7196 0.0 -19 0.09756024248502165 0.09191517291073563 100 GTEX 100 1e-05 0.5 75 7196 0.0 -20 0.09630714104191812 0.09064083631387682 100 GTEX 100 1e-05 0.5 75 7196 0.0 -21 0.09498954452342087 0.08933117079190882 100 GTEX 100 1e-05 0.5 75 7196 0.0 -22 0.09372465759736123 0.08797605041088713 100 GTEX 100 1e-05 0.5 75 7196 0.0 -23 0.0922979907553438 0.08655849107658002 100 GTEX 100 1e-05 0.5 75 7196 0.0 -24 0.090894383772715 0.08506665019028087 100 GTEX 100 1e-05 0.5 75 7196 0.0 -25 0.0894364110524984 0.083493651319366 100 GTEX 100 1e-05 0.5 75 7196 0.0 -26 0.08791998623180404 0.08183137469078651 100 GTEX 100 1e-05 0.5 75 7196 0.0 -27 0.0863353809985362 0.08010275101027108 100 GTEX 100 1e-05 0.5 75 7196 0.0 -28 0.08458407086600493 0.07831100776734914 100 GTEX 100 1e-05 0.5 75 7196 0.0 -29 0.08294047716364786 0.0764872559519775 100 GTEX 100 1e-05 0.5 75 7196 0.0 -30 0.08120208027792969 0.07467970773294398 100 GTEX 100 1e-05 0.5 75 7196 0.0 -31 0.07952846076960825 0.07294947755994 100 GTEX 100 1e-05 0.5 75 7196 0.0 -32 0.07786705378992725 0.07133627850066573 100 GTEX 100 1e-05 0.5 75 7196 0.0 -33 0.07638977296367874 0.06987949939508402 100 GTEX 100 1e-05 0.5 75 7196 0.0 -34 0.0749902993289523 0.06861332141061247 100 GTEX 100 1e-05 0.5 75 7196 0.0 -35 0.07370844491875209 0.0675277751888159 100 GTEX 100 1e-05 0.5 75 7196 0.0 -36 0.07277115871196213 0.06661049338914596 100 GTEX 100 1e-05 0.5 75 7196 0.0 -37 0.0717690564354395 0.06586383251976151 100 GTEX 100 1e-05 0.5 75 7196 0.0 -38 0.07095058838829667 0.06523395101663731 100 GTEX 100 1e-05 0.5 75 7196 0.0 -39 0.0702362801890269 0.06471798366410197 100 GTEX 100 1e-05 0.5 75 7196 0.0 -40 0.06967400596627114 0.06428245752483266 100 GTEX 100 1e-05 0.5 75 7196 0.0 -41 0.0691966631625753 0.06391392716210151 100 GTEX 100 1e-05 0.5 75 7196 0.0 -42 0.06862407361609865 0.0635912788203234 100 GTEX 100 1e-05 0.5 75 7196 0.0 -43 0.06822418738591378 0.06330238537643346 100 GTEX 100 1e-05 0.5 75 7196 0.0 -44 0.06788819838479339 0.06304144561857325 100 GTEX 100 1e-05 0.5 75 7196 0.0 -45 0.06747940383529642 0.06279617266113315 100 GTEX 100 1e-05 0.5 75 7196 0.0 -46 0.06714507873447792 0.06256467960916545 100 GTEX 100 1e-05 0.5 75 7196 0.0 -47 0.06685160426595112 0.062335993117252686 100 GTEX 100 1e-05 0.5 75 7196 0.0 -48 0.06652025782886951 0.062114416306463034 100 GTEX 100 1e-05 0.5 75 7196 0.0 -49 0.06628405182705303 0.06191097895398793 100 GTEX 100 1e-05 0.5 75 7196 0.0 -50 0.0659651003075185 0.06172622206263216 100 GTEX 100 1e-05 0.5 75 7196 0.0 -51 0.06573911461228742 0.06155655639309847 100 GTEX 100 1e-05 0.5 75 7196 0.0 -52 0.06547951684137125 0.0613937067441614 100 GTEX 100 1e-05 0.5 75 7196 0.0 -53 0.06528147122239039 0.06124118629120602 100 GTEX 100 1e-05 0.5 75 7196 0.0 -54 0.06507303514034327 0.06109338073846052 100 GTEX 100 1e-05 0.5 75 7196 0.0 -55 0.06490200784266328 0.06094105669187502 100 GTEX 100 1e-05 0.5 75 7196 0.0 -56 0.0646730680618755 0.06078883251989749 100 GTEX 100 1e-05 0.5 75 7196 0.0 -57 0.06448126916092956 0.06063944728825482 100 GTEX 100 1e-05 0.5 75 7196 0.0 -58 0.06427808702417018 0.06050145463175193 100 GTEX 100 1e-05 0.5 75 7196 0.0 -59 0.0641248496266042 0.06036235974258796 100 GTEX 100 1e-05 0.5 75 7196 0.0 -60 0.06397651509355565 0.06022649534584905 100 GTEX 100 1e-05 0.5 75 7196 0.0 -61 0.0638166258999535 0.060079676272637945 100 GTEX 100 1e-05 0.5 75 7196 0.0 -62 0.06354805442059042 0.059936606881169766 100 GTEX 100 1e-05 0.5 75 7196 0.0 -63 0.06339732714503409 0.05979945502127078 100 GTEX 100 1e-05 0.5 75 7196 0.0 -64 0.06328935911512003 0.05966368061224771 100 GTEX 100 1e-05 0.5 75 7196 0.0 -65 0.06313814800474653 0.05952936143192955 100 GTEX 100 1e-05 0.5 75 7196 0.0 -66 0.06293914967080891 0.05939772124526165 100 GTEX 100 1e-05 0.5 75 7196 0.0 -67 0.06283913952481146 0.05926850589679221 100 GTEX 100 1e-05 0.5 75 7196 0.0 -68 0.06262382857947739 0.05914725884511897 100 GTEX 100 1e-05 0.5 75 7196 0.0 -69 0.06253162589586435 0.05903565152743017 100 GTEX 100 1e-05 0.5 75 7196 0.0 -70 0.06233874202448274 0.05892494615493165 100 GTEX 100 1e-05 0.5 75 7196 0.0 -71 0.06223262612847311 0.05882945979729352 100 GTEX 100 1e-05 0.5 75 7196 0.0 -72 0.0621130296263383 0.05871283738898687 100 GTEX 100 1e-05 0.5 75 7196 0.0 -73 0.06196341514933685 0.05861357864374897 100 GTEX 100 1e-05 0.5 75 7196 0.0 -74 0.06181867301678146 0.058497419715380944 100 GTEX 100 1e-05 0.5 75 7196 0.0 -75 0.06167762764164195 0.05838425436230667 100 GTEX 100 1e-05 0.5 75 7196 0.0 -76 0.061601046250065315 0.05827338888731293 100 GTEX 100 1e-05 0.5 75 7196 0.0 -77 0.06141298261746643 0.05816832305190681 100 GTEX 100 1e-05 0.5 75 7196 0.0 -78 0.061338442730619676 0.05806101786376405 100 GTEX 100 1e-05 0.5 75 7196 0.0 -79 0.061229443426471304 0.057958689805106066 100 GTEX 100 1e-05 0.5 75 7196 0.0 -80 0.061085720301096276 0.05787067264035174 100 GTEX 100 1e-05 0.5 75 7196 0.0 -81 0.060992898712462176 0.05777050217634825 100 GTEX 100 1e-05 0.5 75 7196 0.0 -82 0.060855551514496356 0.0576911847967612 100 GTEX 100 1e-05 0.5 75 7196 0.0 -83 0.06081160262748056 0.05759475656392003 100 GTEX 100 1e-05 0.5 75 7196 0.0 -84 0.060635269670384705 0.05750303879776835 100 GTEX 100 1e-05 0.5 75 7196 0.0 -85 0.060526126152209626 0.057411344403209795 100 GTEX 100 1e-05 0.5 75 7196 0.0 -86 0.06044245844393468 0.05733138235009668 100 GTEX 100 1e-05 0.5 75 7196 0.0 -87 0.06031790547552174 0.05724142204276056 100 GTEX 100 1e-05 0.5 75 7196 0.0 -88 0.06024210684861643 0.0571481477001774 100 GTEX 100 1e-05 0.5 75 7196 0.0 -89 0.060137302652229614 0.05705553539692222 100 GTEX 100 1e-05 0.5 75 7196 0.0 -90 0.06002071620865962 0.05695398783615787 100 GTEX 100 1e-05 0.5 75 7196 0.0 -91 0.059927522174418255 0.05684270476037105 100 GTEX 100 1e-05 0.5 75 7196 0.0 -92 0.059817388743080305 0.056727652285715476 100 GTEX 100 1e-05 0.5 75 7196 0.0 -93 0.05966000635268583 0.056622468161718925 100 GTEX 100 1e-05 0.5 75 7196 0.0 -94 0.05955685787331823 0.05650420591745087 100 GTEX 100 1e-05 0.5 75 7196 0.0 -95 0.05947247319284709 0.05640552464886763 100 GTEX 100 1e-05 0.5 75 7196 0.0 -96 0.05938383812968011 0.05632341430724347 100 GTEX 100 1e-05 0.5 75 7196 0.0 -97 0.059264552135036626 0.05623970634017154 100 GTEX 100 1e-05 0.5 75 7196 0.0 -98 0.05914422897975158 0.0561466189986626 100 GTEX 100 1e-05 0.5 75 7196 0.0 -99 0.05904749883440136 0.056064963369088484 100 GTEX 100 1e-05 0.5 75 7196 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00001lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00001lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 33a11fc51..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00001lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16453106403098988 0.16224142858057422 100 GTEX 100 1e-05 0.0 75 6501 0.0 -1 0.15925638428349626 0.15324833133601418 100 GTEX 100 1e-05 0.0 75 6501 0.0 -2 0.1485318679819392 0.14148197427901932 100 GTEX 100 1e-05 0.0 75 6501 0.0 -3 0.13775571188019312 0.1317017749235204 100 GTEX 100 1e-05 0.0 75 6501 0.0 -4 0.12942942524266063 0.12451970475254856 100 GTEX 100 1e-05 0.0 75 6501 0.0 -5 0.12336477831366499 0.11928710267797622 100 GTEX 100 1e-05 0.0 75 6501 0.0 -6 0.1188535446831741 0.11531407371899928 100 GTEX 100 1e-05 0.0 75 6501 0.0 -7 0.11535439503187235 0.11217406737713759 100 GTEX 100 1e-05 0.0 75 6501 0.0 -8 0.1125217965867296 0.1095783812748162 100 GTEX 100 1e-05 0.0 75 6501 0.0 -9 0.11014463942806081 0.10736284702449697 100 GTEX 100 1e-05 0.0 75 6501 0.0 -10 0.10808234709510081 0.10541908338156036 100 GTEX 100 1e-05 0.0 75 6501 0.0 -11 0.1062439404962382 0.10367058704787788 100 GTEX 100 1e-05 0.0 75 6501 0.0 -12 0.10455869266837504 0.10205325861054228 100 GTEX 100 1e-05 0.0 75 6501 0.0 -13 0.10298551651162709 0.10052469800520306 100 GTEX 100 1e-05 0.0 75 6501 0.0 -14 0.10148614382223152 0.09906972021204437 100 GTEX 100 1e-05 0.0 75 6501 0.0 -15 0.10002711242779237 0.09764546385396117 100 GTEX 100 1e-05 0.0 75 6501 0.0 -16 0.09858781582147302 0.09620532045006298 100 GTEX 100 1e-05 0.0 75 6501 0.0 -17 0.0971553722437614 0.09479638123920209 100 GTEX 100 1e-05 0.0 75 6501 0.0 -18 0.09571690862683367 0.09335417218308031 100 GTEX 100 1e-05 0.0 75 6501 0.0 -19 0.09425739499637893 0.09190109077515257 100 GTEX 100 1e-05 0.0 75 6501 0.0 -20 0.09276717603663098 0.090399661104942 100 GTEX 100 1e-05 0.0 75 6501 0.0 -21 0.09123464567590518 0.08885885338819526 100 GTEX 100 1e-05 0.0 75 6501 0.0 -22 0.0896477296089023 0.08724681999066937 100 GTEX 100 1e-05 0.0 75 6501 0.0 -23 0.08799161176073572 0.08556498451151322 100 GTEX 100 1e-05 0.0 75 6501 0.0 -24 0.08625643617253476 0.0837929454196542 100 GTEX 100 1e-05 0.0 75 6501 0.0 -25 0.0844340716968044 0.08193341622787736 100 GTEX 100 1e-05 0.0 75 6501 0.0 -26 0.08252866668491891 0.07999966086770192 100 GTEX 100 1e-05 0.0 75 6501 0.0 -27 0.08056658878883112 0.07802833511915497 100 GTEX 100 1e-05 0.0 75 6501 0.0 -28 0.07860470200678583 0.0760992654942741 100 GTEX 100 1e-05 0.0 75 6501 0.0 -29 0.0767206805499942 0.07429055742097898 100 GTEX 100 1e-05 0.0 75 6501 0.0 -30 0.07498530668993617 0.07266300361419359 100 GTEX 100 1e-05 0.0 75 6501 0.0 -31 0.07344257742956672 0.07124611109268529 100 GTEX 100 1e-05 0.0 75 6501 0.0 -32 0.07210998758288036 0.07004529606026842 100 GTEX 100 1e-05 0.0 75 6501 0.0 -33 0.07098300815465974 0.06904038673571307 100 GTEX 100 1e-05 0.0 75 6501 0.0 -34 0.07003926375517437 0.06820901405392038 100 GTEX 100 1e-05 0.0 75 6501 0.0 -35 0.06925608675123784 0.06753117888599294 100 GTEX 100 1e-05 0.0 75 6501 0.0 -36 0.06860534370880489 0.06696297510211911 100 GTEX 100 1e-05 0.0 75 6501 0.0 -37 0.06805307358767776 0.06647772686166455 100 GTEX 100 1e-05 0.0 75 6501 0.0 -38 0.06757601822749153 0.06606243386468054 100 GTEX 100 1e-05 0.0 75 6501 0.0 -39 0.06716060708943422 0.0656975350509125 100 GTEX 100 1e-05 0.0 75 6501 0.0 -40 0.0667923188140592 0.06537036059473857 100 GTEX 100 1e-05 0.0 75 6501 0.0 -41 0.066459616087987 0.06507451983855704 100 GTEX 100 1e-05 0.0 75 6501 0.0 -42 0.06615371627982396 0.06479804907631512 100 GTEX 100 1e-05 0.0 75 6501 0.0 -43 0.06586851618670103 0.06454037357929088 100 GTEX 100 1e-05 0.0 75 6501 0.0 -44 0.06560004830165235 0.06429416689129383 100 GTEX 100 1e-05 0.0 75 6501 0.0 -45 0.0653430255543308 0.06405819469475021 100 GTEX 100 1e-05 0.0 75 6501 0.0 -46 0.06509592000434804 0.06382879702650548 100 GTEX 100 1e-05 0.0 75 6501 0.0 -47 0.06485664969095903 0.06360571354117683 100 GTEX 100 1e-05 0.0 75 6501 0.0 -48 0.0646234598894979 0.06338631489204363 100 GTEX 100 1e-05 0.0 75 6501 0.0 -49 0.06439589803444806 0.06317179786048462 100 GTEX 100 1e-05 0.0 75 6501 0.0 -50 0.06417384587391209 0.06296378313191943 100 GTEX 100 1e-05 0.0 75 6501 0.0 -51 0.06395709178645294 0.06276124712972134 100 GTEX 100 1e-05 0.0 75 6501 0.0 -52 0.06374633301285966 0.06256245327369796 100 GTEX 100 1e-05 0.0 75 6501 0.0 -53 0.0635420334424768 0.06237069997554043 100 GTEX 100 1e-05 0.0 75 6501 0.0 -54 0.0633427499500999 0.062182755694643176 100 GTEX 100 1e-05 0.0 75 6501 0.0 -55 0.06314945463895848 0.0620001967245635 100 GTEX 100 1e-05 0.0 75 6501 0.0 -56 0.06296111098785291 0.061823383965193095 100 GTEX 100 1e-05 0.0 75 6501 0.0 -57 0.06277746511000545 0.061652176648718325 100 GTEX 100 1e-05 0.0 75 6501 0.0 -58 0.06260010466102349 0.061483499130142054 100 GTEX 100 1e-05 0.0 75 6501 0.0 -59 0.06242664126470548 0.06132134293761997 100 GTEX 100 1e-05 0.0 75 6501 0.0 -60 0.062258595497823255 0.061163603182981224 100 GTEX 100 1e-05 0.0 75 6501 0.0 -61 0.06209521149240377 0.06101042702227491 100 GTEX 100 1e-05 0.0 75 6501 0.0 -62 0.06193678653306627 0.060859028320802026 100 GTEX 100 1e-05 0.0 75 6501 0.0 -63 0.06178287407488585 0.06071640369783336 100 GTEX 100 1e-05 0.0 75 6501 0.0 -64 0.06163422930350182 0.060575075490053164 100 GTEX 100 1e-05 0.0 75 6501 0.0 -65 0.06148973472980684 0.06044024493927738 100 GTEX 100 1e-05 0.0 75 6501 0.0 -66 0.061350427009184964 0.060309944256516916 100 GTEX 100 1e-05 0.0 75 6501 0.0 -67 0.061215783934400796 0.060184094658256033 100 GTEX 100 1e-05 0.0 75 6501 0.0 -68 0.06108531956421708 0.06006326533485728 100 GTEX 100 1e-05 0.0 75 6501 0.0 -69 0.06095854532014131 0.05994383893028865 100 GTEX 100 1e-05 0.0 75 6501 0.0 -70 0.06083313886359928 0.05982403071887593 100 GTEX 100 1e-05 0.0 75 6501 0.0 -71 0.06070642159281556 0.05970180412832322 100 GTEX 100 1e-05 0.0 75 6501 0.0 -72 0.060574388891943304 0.05957832819155414 100 GTEX 100 1e-05 0.0 75 6501 0.0 -73 0.060449327069416435 0.05946269860852354 100 GTEX 100 1e-05 0.0 75 6501 0.0 -74 0.06033076305704584 0.059351066063678765 100 GTEX 100 1e-05 0.0 75 6501 0.0 -75 0.06021107109272393 0.05923420690821604 100 GTEX 100 1e-05 0.0 75 6501 0.0 -76 0.060096142228228046 0.05913167265544826 100 GTEX 100 1e-05 0.0 75 6501 0.0 -77 0.059992309886377035 0.05903877951063131 100 GTEX 100 1e-05 0.0 75 6501 0.0 -78 0.05989488213782176 0.05894849898414013 100 GTEX 100 1e-05 0.0 75 6501 0.0 -79 0.059801152519613356 0.05886205128560501 100 GTEX 100 1e-05 0.0 75 6501 0.0 -80 0.05970945901475399 0.05877688966209898 100 GTEX 100 1e-05 0.0 75 6501 0.0 -81 0.05962032977237021 0.05869399760442542 100 GTEX 100 1e-05 0.0 75 6501 0.0 -82 0.059532638747424906 0.058615877841928614 100 GTEX 100 1e-05 0.0 75 6501 0.0 -83 0.05944795879313343 0.05853426127832652 100 GTEX 100 1e-05 0.0 75 6501 0.0 -84 0.059364659654463914 0.058456621724163174 100 GTEX 100 1e-05 0.0 75 6501 0.0 -85 0.05928367554269447 0.05838160568090446 100 GTEX 100 1e-05 0.0 75 6501 0.0 -86 0.059204797440195606 0.0583074442305719 100 GTEX 100 1e-05 0.0 75 6501 0.0 -87 0.059127403668539066 0.05823524685810274 100 GTEX 100 1e-05 0.0 75 6501 0.0 -88 0.059051450929833 0.05816466010002129 100 GTEX 100 1e-05 0.0 75 6501 0.0 -89 0.05897676580349143 0.05809453617030677 100 GTEX 100 1e-05 0.0 75 6501 0.0 -90 0.05890443085997689 0.05802658935406815 100 GTEX 100 1e-05 0.0 75 6501 0.0 -91 0.05883263691896192 0.057960197952763665 100 GTEX 100 1e-05 0.0 75 6501 0.0 -92 0.058761784590224325 0.0578925908178431 100 GTEX 100 1e-05 0.0 75 6501 0.0 -93 0.0586889986016877 0.05782134245953632 100 GTEX 100 1e-05 0.0 75 6501 0.0 -94 0.05860720142829163 0.0577337542555858 100 GTEX 100 1e-05 0.0 75 6501 0.0 -95 0.058506919871659596 0.05763603875788899 100 GTEX 100 1e-05 0.0 75 6501 0.0 -96 0.05841393245113957 0.05755688951212644 100 GTEX 100 1e-05 0.0 75 6501 0.0 -97 0.058339780336437726 0.05749486406606413 100 GTEX 100 1e-05 0.0 75 6501 0.0 -98 0.05827588424853114 0.057437296730143944 100 GTEX 100 1e-05 0.0 75 6501 0.0 -99 0.058215421092170865 0.057382089712660574 100 GTEX 100 1e-05 0.0 75 6501 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00001lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00001lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 8fac6fc66..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00001lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16198908427524203 0.1549591552961915 50 GTEX 100 1e-05 0.1 75 3743 0.0 -1 0.14410683621137035 0.13422844383313176 50 GTEX 100 1e-05 0.1 75 3743 0.0 -2 0.12740996567267002 0.12163445411582863 50 GTEX 100 1e-05 0.1 75 3743 0.0 -3 0.11781780721346831 0.11431338436929898 50 GTEX 100 1e-05 0.1 75 3743 0.0 -4 0.11185822162662676 0.10944049332305053 50 GTEX 100 1e-05 0.1 75 3743 0.0 -5 0.1076415710924822 0.10575533251741993 50 GTEX 100 1e-05 0.1 75 3743 0.0 -6 0.1042876700526673 0.10268176922100125 50 GTEX 100 1e-05 0.1 75 3743 0.0 -7 0.10134204651550871 0.0999098432183039 50 GTEX 100 1e-05 0.1 75 3743 0.0 -8 0.09863362086713912 0.09728238024809062 50 GTEX 100 1e-05 0.1 75 3743 0.0 -9 0.09600565850489165 0.09467478995937359 50 GTEX 100 1e-05 0.1 75 3743 0.0 -10 0.09333317641224316 0.09196562397899283 50 GTEX 100 1e-05 0.1 75 3743 0.0 -11 0.09053520086550267 0.0890456892889942 50 GTEX 100 1e-05 0.1 75 3743 0.0 -12 0.08747440188953161 0.08578544166718145 50 GTEX 100 1e-05 0.1 75 3743 0.0 -13 0.08407220123523616 0.08213651867250527 50 GTEX 100 1e-05 0.1 75 3743 0.0 -14 0.08036212656016183 0.07830022697552982 50 GTEX 100 1e-05 0.1 75 3743 0.0 -15 0.07666223020139057 0.074732128254531 50 GTEX 100 1e-05 0.1 75 3743 0.0 -16 0.07343437037303503 0.0718127146731538 50 GTEX 100 1e-05 0.1 75 3743 0.0 -17 0.0709935054289252 0.06970884692731238 50 GTEX 100 1e-05 0.1 75 3743 0.0 -18 0.0692104978074308 0.06825667483016792 50 GTEX 100 1e-05 0.1 75 3743 0.0 -19 0.06794928574704993 0.06722048426422329 50 GTEX 100 1e-05 0.1 75 3743 0.0 -20 0.06702394688269198 0.06643306371178691 50 GTEX 100 1e-05 0.1 75 3743 0.0 -21 0.06627099133506173 0.06579191785858159 50 GTEX 100 1e-05 0.1 75 3743 0.0 -22 0.06568686733597043 0.06526437646110927 50 GTEX 100 1e-05 0.1 75 3743 0.0 -23 0.06515098634363164 0.06480226506383474 50 GTEX 100 1e-05 0.1 75 3743 0.0 -24 0.06469838302478224 0.06437963926491855 50 GTEX 100 1e-05 0.1 75 3743 0.0 -25 0.06427435992375918 0.06398753835306195 50 GTEX 100 1e-05 0.1 75 3743 0.0 -26 0.06388130731462766 0.06361427989579425 50 GTEX 100 1e-05 0.1 75 3743 0.0 -27 0.06349825201841573 0.06324945228747995 50 GTEX 100 1e-05 0.1 75 3743 0.0 -28 0.06312378207651528 0.06290295414853232 50 GTEX 100 1e-05 0.1 75 3743 0.0 -29 0.06280633489861714 0.06256865693022542 50 GTEX 100 1e-05 0.1 75 3743 0.0 -30 0.062456082811202726 0.06225030830292874 50 GTEX 100 1e-05 0.1 75 3743 0.0 -31 0.06214717944356586 0.06195226990168085 50 GTEX 100 1e-05 0.1 75 3743 0.0 -32 0.06186341159490354 0.06166548563783613 50 GTEX 100 1e-05 0.1 75 3743 0.0 -33 0.061562546337338375 0.06137511964193315 50 GTEX 100 1e-05 0.1 75 3743 0.0 -34 0.06127754375700577 0.06110270416980234 50 GTEX 100 1e-05 0.1 75 3743 0.0 -35 0.06098979544923539 0.060797315352939835 50 GTEX 100 1e-05 0.1 75 3743 0.0 -36 0.06068260482463915 0.060495219813100284 50 GTEX 100 1e-05 0.1 75 3743 0.0 -37 0.06040521649685293 0.06020772458539263 50 GTEX 100 1e-05 0.1 75 3743 0.0 -38 0.06013222628842567 0.059968796576383904 50 GTEX 100 1e-05 0.1 75 3743 0.0 -39 0.05991292728938094 0.059763048007064445 50 GTEX 100 1e-05 0.1 75 3743 0.0 -40 0.059709632528600114 0.05957470329287161 50 GTEX 100 1e-05 0.1 75 3743 0.0 -41 0.059547628538811535 0.059379026739939535 50 GTEX 100 1e-05 0.1 75 3743 0.0 -42 0.059357702260669915 0.05920935888197486 50 GTEX 100 1e-05 0.1 75 3743 0.0 -43 0.059186432632993745 0.05903404829280005 50 GTEX 100 1e-05 0.1 75 3743 0.0 -44 0.05902924240414603 0.05887904439560587 50 GTEX 100 1e-05 0.1 75 3743 0.0 -45 0.05889230080872059 0.05873441521942389 50 GTEX 100 1e-05 0.1 75 3743 0.0 -46 0.05872456010797402 0.058583226217799766 50 GTEX 100 1e-05 0.1 75 3743 0.0 -47 0.05860228233454131 0.0584454900397434 50 GTEX 100 1e-05 0.1 75 3743 0.0 -48 0.058460479044821066 0.05831392509544077 50 GTEX 100 1e-05 0.1 75 3743 0.0 -49 0.058341389204202995 0.05818240496793854 50 GTEX 100 1e-05 0.1 75 3743 0.0 -50 0.058197837482318965 0.058050523529771164 50 GTEX 100 1e-05 0.1 75 3743 0.0 -51 0.05807046478591978 0.057884820804226536 50 GTEX 100 1e-05 0.1 75 3743 0.0 -52 0.05789245572560904 0.05772442158184124 50 GTEX 100 1e-05 0.1 75 3743 0.0 -53 0.057723999439763383 0.057587844330265044 50 GTEX 100 1e-05 0.1 75 3743 0.0 -54 0.05760430240201084 0.05742768535369249 50 GTEX 100 1e-05 0.1 75 3743 0.0 -55 0.05741897865136674 0.05727761885427477 50 GTEX 100 1e-05 0.1 75 3743 0.0 -56 0.0572661533038833 0.05709430313325654 50 GTEX 100 1e-05 0.1 75 3743 0.0 -57 0.057088223288825964 0.05692031973895011 50 GTEX 100 1e-05 0.1 75 3743 0.0 -58 0.056928852792414913 0.05674372677170732 50 GTEX 100 1e-05 0.1 75 3743 0.0 -59 0.05671235278258231 0.056530121515572296 50 GTEX 100 1e-05 0.1 75 3743 0.0 -60 0.056502481542580404 0.05629525809573583 50 GTEX 100 1e-05 0.1 75 3743 0.0 -61 0.05623184008817178 0.056020581684015094 50 GTEX 100 1e-05 0.1 75 3743 0.0 -62 0.05596830410932215 0.05575027275023125 50 GTEX 100 1e-05 0.1 75 3743 0.0 -63 0.05569615312336969 0.055510303905028355 50 GTEX 100 1e-05 0.1 75 3743 0.0 -64 0.05546419236077494 0.05526573427673075 50 GTEX 100 1e-05 0.1 75 3743 0.0 -65 0.055216303927676534 0.055007540213631134 50 GTEX 100 1e-05 0.1 75 3743 0.0 -66 0.05496968468567556 0.05478601982753313 50 GTEX 100 1e-05 0.1 75 3743 0.0 -67 0.0547688679063888 0.05461497691959256 50 GTEX 100 1e-05 0.1 75 3743 0.0 -68 0.05461111204609947 0.054456328951927195 50 GTEX 100 1e-05 0.1 75 3743 0.0 -69 0.05445268851832489 0.054290261084192604 50 GTEX 100 1e-05 0.1 75 3743 0.0 -70 0.0542652267713607 0.0540799286372308 50 GTEX 100 1e-05 0.1 75 3743 0.0 -71 0.05402564581236089 0.053828056505084494 50 GTEX 100 1e-05 0.1 75 3743 0.0 -72 0.053767938683132344 0.0535675988961082 50 GTEX 100 1e-05 0.1 75 3743 0.0 -73 0.05351047131314667 0.0532821361400442 50 GTEX 100 1e-05 0.1 75 3743 0.0 -74 0.053211327613476675 0.05299341712614429 50 GTEX 100 1e-05 0.1 75 3743 0.0 -75 0.05290787667154107 0.052690578929145075 50 GTEX 100 1e-05 0.1 75 3743 0.0 -76 0.05261750136987768 0.05241122300038999 50 GTEX 100 1e-05 0.1 75 3743 0.0 -77 0.05235473578830222 0.05217563852441175 50 GTEX 100 1e-05 0.1 75 3743 0.0 -78 0.0521061256428738 0.051902620305976484 50 GTEX 100 1e-05 0.1 75 3743 0.0 -79 0.05182460429221848 0.051601712659227986 50 GTEX 100 1e-05 0.1 75 3743 0.0 -80 0.05151990947439626 0.05132943301854705 50 GTEX 100 1e-05 0.1 75 3743 0.0 -81 0.05128375538345928 0.05108704866961834 50 GTEX 100 1e-05 0.1 75 3743 0.0 -82 0.051049513332888104 0.0508575544271179 50 GTEX 100 1e-05 0.1 75 3743 0.0 -83 0.05082781179941379 0.0506145991030868 50 GTEX 100 1e-05 0.1 75 3743 0.0 -84 0.05056626039135226 0.05035785770489916 50 GTEX 100 1e-05 0.1 75 3743 0.0 -85 0.0503299582650836 0.05012054936854105 50 GTEX 100 1e-05 0.1 75 3743 0.0 -86 0.05008014551000584 0.04990974461001135 50 GTEX 100 1e-05 0.1 75 3743 0.0 -87 0.049879654652105664 0.04969608284419707 50 GTEX 100 1e-05 0.1 75 3743 0.0 -88 0.04966757795092195 0.049487841411178554 50 GTEX 100 1e-05 0.1 75 3743 0.0 -89 0.049464514842047363 0.04927694737316311 50 GTEX 100 1e-05 0.1 75 3743 0.0 -90 0.04925595621144657 0.04904871831998626 50 GTEX 100 1e-05 0.1 75 3743 0.0 -91 0.04901924314123154 0.04881049215283684 50 GTEX 100 1e-05 0.1 75 3743 0.0 -92 0.04877354439339719 0.048560204621786854 50 GTEX 100 1e-05 0.1 75 3743 0.0 -93 0.04852069105574822 0.04831925760458857 50 GTEX 100 1e-05 0.1 75 3743 0.0 -94 0.0483145579318726 0.04810458702166271 50 GTEX 100 1e-05 0.1 75 3743 0.0 -95 0.048097058163832446 0.04788378669310205 50 GTEX 100 1e-05 0.1 75 3743 0.0 -96 0.04786559887205999 0.047664871170210295 50 GTEX 100 1e-05 0.1 75 3743 0.0 -97 0.04767598625179252 0.047485884399411794 50 GTEX 100 1e-05 0.1 75 3743 0.0 -98 0.04751901180685366 0.04733525924809532 50 GTEX 100 1e-05 0.1 75 3743 0.0 -99 0.04738472774742875 0.04717642823127966 50 GTEX 100 1e-05 0.1 75 3743 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00001lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00001lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 73f0b7c98..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00001lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16228064762616695 0.155854763356905 50 GTEX 100 1e-05 0.5 75 8785 0.0 -1 0.1453016106878627 0.13493240427778247 50 GTEX 100 1e-05 0.5 75 8785 0.0 -2 0.12895841773367614 0.12264008458859567 50 GTEX 100 1e-05 0.5 75 8785 0.0 -3 0.11950458965710001 0.11560207299406537 50 GTEX 100 1e-05 0.5 75 8785 0.0 -4 0.11352349188148478 0.11091074824843117 50 GTEX 100 1e-05 0.5 75 8785 0.0 -5 0.10938398633673638 0.10743370105445159 50 GTEX 100 1e-05 0.5 75 8785 0.0 -6 0.10612632012425802 0.1046026259830696 50 GTEX 100 1e-05 0.5 75 8785 0.0 -7 0.10342365467423709 0.1021014519829034 50 GTEX 100 1e-05 0.5 75 8785 0.0 -8 0.10095748263452049 0.09982033085233812 50 GTEX 100 1e-05 0.5 75 8785 0.0 -9 0.09867169755312562 0.09755516077742377 50 GTEX 100 1e-05 0.5 75 8785 0.0 -10 0.09645354442728904 0.09529318955121385 50 GTEX 100 1e-05 0.5 75 8785 0.0 -11 0.09412273381338636 0.09282256164251625 50 GTEX 100 1e-05 0.5 75 8785 0.0 -12 0.09162358521747781 0.09023697924987899 50 GTEX 100 1e-05 0.5 75 8785 0.0 -13 0.08909204717223013 0.08734590099848269 50 GTEX 100 1e-05 0.5 75 8785 0.0 -14 0.08614424740996168 0.08418361002671401 50 GTEX 100 1e-05 0.5 75 8785 0.0 -15 0.08302881380182467 0.08078369468507204 50 GTEX 100 1e-05 0.5 75 8785 0.0 -16 0.07978661401720476 0.07732751125561874 50 GTEX 100 1e-05 0.5 75 8785 0.0 -17 0.07653637860394133 0.07413512680807041 50 GTEX 100 1e-05 0.5 75 8785 0.0 -18 0.07378502399141715 0.07141560148235283 50 GTEX 100 1e-05 0.5 75 8785 0.0 -19 0.07140143491580392 0.06925847589573027 50 GTEX 100 1e-05 0.5 75 8785 0.0 -20 0.06944248751333149 0.06763946301101958 50 GTEX 100 1e-05 0.5 75 8785 0.0 -21 0.06803003615715744 0.06640215368211949 50 GTEX 100 1e-05 0.5 75 8785 0.0 -22 0.06686123686362448 0.06546950415343386 50 GTEX 100 1e-05 0.5 75 8785 0.0 -23 0.06596200937194507 0.06474639075903837 50 GTEX 100 1e-05 0.5 75 8785 0.0 -24 0.06532377959851278 0.06417974971319786 50 GTEX 100 1e-05 0.5 75 8785 0.0 -25 0.06468393594920603 0.06367539771666092 50 GTEX 100 1e-05 0.5 75 8785 0.0 -26 0.0641552052901629 0.06321845385653212 50 GTEX 100 1e-05 0.5 75 8785 0.0 -27 0.06371919925320585 0.06281101382815565 50 GTEX 100 1e-05 0.5 75 8785 0.0 -28 0.06331324089270113 0.062444168826416416 50 GTEX 100 1e-05 0.5 75 8785 0.0 -29 0.06291950461311553 0.0620953061833921 50 GTEX 100 1e-05 0.5 75 8785 0.0 -30 0.06255385776177196 0.06175673076663407 50 GTEX 100 1e-05 0.5 75 8785 0.0 -31 0.06216398597368031 0.0614275657802027 50 GTEX 100 1e-05 0.5 75 8785 0.0 -32 0.06186299600211597 0.0611264369319487 50 GTEX 100 1e-05 0.5 75 8785 0.0 -33 0.06149089034421273 0.060809426824119606 50 GTEX 100 1e-05 0.5 75 8785 0.0 -34 0.06120883793841323 0.06049661336912855 50 GTEX 100 1e-05 0.5 75 8785 0.0 -35 0.06085453146217277 0.06020728910178966 50 GTEX 100 1e-05 0.5 75 8785 0.0 -36 0.06051586158325721 0.05993304807451968 50 GTEX 100 1e-05 0.5 75 8785 0.0 -37 0.060272852375393524 0.05968176618841665 50 GTEX 100 1e-05 0.5 75 8785 0.0 -38 0.060018745684738306 0.05945241891074317 50 GTEX 100 1e-05 0.5 75 8785 0.0 -39 0.059765106387175894 0.05922961851206569 50 GTEX 100 1e-05 0.5 75 8785 0.0 -40 0.059554939004106126 0.05901799013151189 50 GTEX 100 1e-05 0.5 75 8785 0.0 -41 0.059346769091237296 0.05881359078301676 50 GTEX 100 1e-05 0.5 75 8785 0.0 -42 0.0591578344100567 0.05861889142472254 50 GTEX 100 1e-05 0.5 75 8785 0.0 -43 0.05898606762316759 0.05842673849356945 50 GTEX 100 1e-05 0.5 75 8785 0.0 -44 0.05874711144418453 0.058243905544677614 50 GTEX 100 1e-05 0.5 75 8785 0.0 -45 0.05856506231854694 0.058055098774088654 50 GTEX 100 1e-05 0.5 75 8785 0.0 -46 0.05834640178396972 0.057861386801863354 50 GTEX 100 1e-05 0.5 75 8785 0.0 -47 0.058113665956764975 0.057665685212997427 50 GTEX 100 1e-05 0.5 75 8785 0.0 -48 0.05798670202115905 0.05746212678858763 50 GTEX 100 1e-05 0.5 75 8785 0.0 -49 0.05773822242458821 0.057253057994090105 50 GTEX 100 1e-05 0.5 75 8785 0.0 -50 0.05755425978609762 0.05708738538957141 50 GTEX 100 1e-05 0.5 75 8785 0.0 -51 0.05739871583020371 0.056940094026039306 50 GTEX 100 1e-05 0.5 75 8785 0.0 -52 0.05726795341672748 0.056803045518158055 50 GTEX 100 1e-05 0.5 75 8785 0.0 -53 0.05715430380755472 0.056655932869408065 50 GTEX 100 1e-05 0.5 75 8785 0.0 -54 0.05696120182469564 0.05649453641655554 50 GTEX 100 1e-05 0.5 75 8785 0.0 -55 0.05676443909031355 0.05629861228054694 50 GTEX 100 1e-05 0.5 75 8785 0.0 -56 0.05659591316825814 0.056092824439868724 50 GTEX 100 1e-05 0.5 75 8785 0.0 -57 0.05640094645429189 0.05589810681632036 50 GTEX 100 1e-05 0.5 75 8785 0.0 -58 0.0562226561398759 0.05571324038301584 50 GTEX 100 1e-05 0.5 75 8785 0.0 -59 0.056005315740832916 0.05553931148701521 50 GTEX 100 1e-05 0.5 75 8785 0.0 -60 0.05587910974145036 0.05536360184559351 50 GTEX 100 1e-05 0.5 75 8785 0.0 -61 0.055702897339029875 0.05516171669268789 50 GTEX 100 1e-05 0.5 75 8785 0.0 -62 0.05551826654235614 0.05498342845631416 50 GTEX 100 1e-05 0.5 75 8785 0.0 -63 0.05537846228307513 0.05484089982685254 50 GTEX 100 1e-05 0.5 75 8785 0.0 -64 0.05525554926717522 0.05470419018582473 50 GTEX 100 1e-05 0.5 75 8785 0.0 -65 0.05505952224752411 0.05456327168207205 50 GTEX 100 1e-05 0.5 75 8785 0.0 -66 0.05496863746553033 0.05443029508646224 50 GTEX 100 1e-05 0.5 75 8785 0.0 -67 0.05483847601295739 0.054315454946271366 50 GTEX 100 1e-05 0.5 75 8785 0.0 -68 0.054716238562929426 0.054198543997941814 50 GTEX 100 1e-05 0.5 75 8785 0.0 -69 0.05459030053693515 0.05404435992665844 50 GTEX 100 1e-05 0.5 75 8785 0.0 -70 0.05441989035856085 0.0538822174879648 50 GTEX 100 1e-05 0.5 75 8785 0.0 -71 0.05427552010064028 0.053760944238860346 50 GTEX 100 1e-05 0.5 75 8785 0.0 -72 0.05416405874595567 0.05365455022414601 50 GTEX 100 1e-05 0.5 75 8785 0.0 -73 0.05406988338950293 0.05353980738060556 50 GTEX 100 1e-05 0.5 75 8785 0.0 -74 0.05393541983026845 0.05339999200188388 50 GTEX 100 1e-05 0.5 75 8785 0.0 -75 0.05382217870014099 0.053245768935451486 50 GTEX 100 1e-05 0.5 75 8785 0.0 -76 0.05361226751764498 0.05307881760024979 50 GTEX 100 1e-05 0.5 75 8785 0.0 -77 0.05350644446400235 0.05290777117948795 50 GTEX 100 1e-05 0.5 75 8785 0.0 -78 0.05324079858374669 0.052731363067382186 50 GTEX 100 1e-05 0.5 75 8785 0.0 -79 0.05317473333843271 0.05257724654000295 50 GTEX 100 1e-05 0.5 75 8785 0.0 -80 0.053034732171175054 0.05242989000513753 50 GTEX 100 1e-05 0.5 75 8785 0.0 -81 0.05287040470086736 0.05226824325668721 50 GTEX 100 1e-05 0.5 75 8785 0.0 -82 0.05266971494426027 0.05211509497899973 50 GTEX 100 1e-05 0.5 75 8785 0.0 -83 0.05255945973366647 0.05196024256514052 50 GTEX 100 1e-05 0.5 75 8785 0.0 -84 0.052374932548621266 0.05179682356294797 50 GTEX 100 1e-05 0.5 75 8785 0.0 -85 0.052273255735604277 0.051651580563742854 50 GTEX 100 1e-05 0.5 75 8785 0.0 -86 0.052094219682762385 0.051517087307549704 50 GTEX 100 1e-05 0.5 75 8785 0.0 -87 0.05198395077827375 0.05138810677985048 50 GTEX 100 1e-05 0.5 75 8785 0.0 -88 0.05190874138628403 0.05126586112374362 50 GTEX 100 1e-05 0.5 75 8785 0.0 -89 0.051710668769868205 0.05114464154431575 50 GTEX 100 1e-05 0.5 75 8785 0.0 -90 0.05163185300134902 0.0510018055571576 50 GTEX 100 1e-05 0.5 75 8785 0.0 -91 0.05143682138855233 0.05083918162115173 50 GTEX 100 1e-05 0.5 75 8785 0.0 -92 0.05126549028040389 0.05067072053769242 50 GTEX 100 1e-05 0.5 75 8785 0.0 -93 0.05111797864655009 0.05052285298648443 50 GTEX 100 1e-05 0.5 75 8785 0.0 -94 0.051024033274732546 0.05036876885354972 50 GTEX 100 1e-05 0.5 75 8785 0.0 -95 0.0508465395613307 0.050217450493698794 50 GTEX 100 1e-05 0.5 75 8785 0.0 -96 0.05069366103470848 0.05005220928629542 50 GTEX 100 1e-05 0.5 75 8785 0.0 -97 0.05048797771356684 0.049869477118546064 50 GTEX 100 1e-05 0.5 75 8785 0.0 -98 0.05035583869494782 0.04970000764999553 50 GTEX 100 1e-05 0.5 75 8785 0.0 -99 0.050163829867381084 0.049525170795931106 50 GTEX 100 1e-05 0.5 75 8785 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00001lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00001lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 06557e93b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00001lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16211837855956365 0.15496259434821488 50 GTEX 100 1e-05 0.0 75 7247 0.0 -1 0.14388484776876312 0.13421144268471932 50 GTEX 100 1e-05 0.0 75 7247 0.0 -2 0.1272855779289683 0.12186624106912106 50 GTEX 100 1e-05 0.0 75 7247 0.0 -3 0.11781498459245003 0.11449804995563094 50 GTEX 100 1e-05 0.0 75 7247 0.0 -4 0.11184165427651918 0.1094847359329802 50 GTEX 100 1e-05 0.0 75 7247 0.0 -5 0.10754433542480561 0.10564736968097578 50 GTEX 100 1e-05 0.0 75 7247 0.0 -6 0.10410320827839958 0.10244536382843786 50 GTEX 100 1e-05 0.0 75 7247 0.0 -7 0.101121329297621 0.09957426168846087 50 GTEX 100 1e-05 0.0 75 7247 0.0 -8 0.09835533318139815 0.09684695508826821 50 GTEX 100 1e-05 0.0 75 7247 0.0 -9 0.09564891399712777 0.09412835859923761 50 GTEX 100 1e-05 0.0 75 7247 0.0 -10 0.09288531826877715 0.0913019422937482 50 GTEX 100 1e-05 0.0 75 7247 0.0 -11 0.08994938101998425 0.08824412919892557 50 GTEX 100 1e-05 0.0 75 7247 0.0 -12 0.08671879611521396 0.08482432043881018 50 GTEX 100 1e-05 0.0 75 7247 0.0 -13 0.08310757628338533 0.08101216673907671 50 GTEX 100 1e-05 0.0 75 7247 0.0 -14 0.0792444654441036 0.07710315105806285 50 GTEX 100 1e-05 0.0 75 7247 0.0 -15 0.07556954032203471 0.07363687030716087 50 GTEX 100 1e-05 0.0 75 7247 0.0 -16 0.0725532753212633 0.07096840985147672 50 GTEX 100 1e-05 0.0 75 7247 0.0 -17 0.070310076538702 0.06899200090182371 50 GTEX 100 1e-05 0.0 75 7247 0.0 -18 0.06863882098777047 0.0675097608110184 50 GTEX 100 1e-05 0.0 75 7247 0.0 -19 0.06740548219356665 0.06643699865944032 50 GTEX 100 1e-05 0.0 75 7247 0.0 -20 0.06649219286902044 0.06561202643715383 50 GTEX 100 1e-05 0.0 75 7247 0.0 -21 0.06576338097542836 0.06494535119078006 50 GTEX 100 1e-05 0.0 75 7247 0.0 -22 0.06514946640944977 0.06437099830534294 50 GTEX 100 1e-05 0.0 75 7247 0.0 -23 0.06461679563437846 0.06387281288240572 50 GTEX 100 1e-05 0.0 75 7247 0.0 -24 0.06414240453790886 0.06341977313359201 50 GTEX 100 1e-05 0.0 75 7247 0.0 -25 0.06369507250522527 0.06298383381288541 50 GTEX 100 1e-05 0.0 75 7247 0.0 -26 0.06326289796219767 0.06257127726825924 50 GTEX 100 1e-05 0.0 75 7247 0.0 -27 0.06286830432635118 0.06219784027326696 50 GTEX 100 1e-05 0.0 75 7247 0.0 -28 0.06249956084308874 0.061843783647785165 50 GTEX 100 1e-05 0.0 75 7247 0.0 -29 0.06214695551965964 0.06150521085147848 50 GTEX 100 1e-05 0.0 75 7247 0.0 -30 0.061810547201248386 0.06118531111528665 50 GTEX 100 1e-05 0.0 75 7247 0.0 -31 0.061488486845307964 0.06087993007479058 50 GTEX 100 1e-05 0.0 75 7247 0.0 -32 0.06118295298090665 0.06058782288103502 50 GTEX 100 1e-05 0.0 75 7247 0.0 -33 0.060890466997914824 0.060309934688328334 50 GTEX 100 1e-05 0.0 75 7247 0.0 -34 0.06061064748791363 0.060047543568699534 50 GTEX 100 1e-05 0.0 75 7247 0.0 -35 0.060343475408125694 0.05979579889672337 50 GTEX 100 1e-05 0.0 75 7247 0.0 -36 0.0600911361007255 0.05955754629134452 50 GTEX 100 1e-05 0.0 75 7247 0.0 -37 0.05985248853963369 0.05933497226425224 50 GTEX 100 1e-05 0.0 75 7247 0.0 -38 0.05962452474948886 0.05912883420379216 50 GTEX 100 1e-05 0.0 75 7247 0.0 -39 0.059408407401381265 0.058921811096511865 50 GTEX 100 1e-05 0.0 75 7247 0.0 -40 0.059194903873875965 0.0587117853556749 50 GTEX 100 1e-05 0.0 75 7247 0.0 -41 0.058970976843635094 0.058507584396593926 50 GTEX 100 1e-05 0.0 75 7247 0.0 -42 0.0587731985601746 0.05832497004292084 50 GTEX 100 1e-05 0.0 75 7247 0.0 -43 0.05856970629171899 0.05813316269972479 50 GTEX 100 1e-05 0.0 75 7247 0.0 -44 0.05839023557497995 0.05798351617367095 50 GTEX 100 1e-05 0.0 75 7247 0.0 -45 0.05823259046642609 0.057833850900766516 50 GTEX 100 1e-05 0.0 75 7247 0.0 -46 0.05808070245187789 0.057693676548539005 50 GTEX 100 1e-05 0.0 75 7247 0.0 -47 0.05792901060079916 0.05753939470609105 50 GTEX 100 1e-05 0.0 75 7247 0.0 -48 0.057755673082461385 0.057379488539333126 50 GTEX 100 1e-05 0.0 75 7247 0.0 -49 0.057608390174427565 0.05725244591331301 50 GTEX 100 1e-05 0.0 75 7247 0.0 -50 0.05748059767672917 0.057138154226507525 50 GTEX 100 1e-05 0.0 75 7247 0.0 -51 0.057360109313260015 0.057028218303513165 50 GTEX 100 1e-05 0.0 75 7247 0.0 -52 0.05724252034476482 0.0569153699188178 50 GTEX 100 1e-05 0.0 75 7247 0.0 -53 0.05710994505872504 0.05677198214251052 50 GTEX 100 1e-05 0.0 75 7247 0.0 -54 0.05696643405807702 0.056644540591724926 50 GTEX 100 1e-05 0.0 75 7247 0.0 -55 0.05682793649149014 0.05651203431755644 50 GTEX 100 1e-05 0.0 75 7247 0.0 -56 0.05671030840331503 0.056415741207935056 50 GTEX 100 1e-05 0.0 75 7247 0.0 -57 0.05659714805142699 0.05628625545721544 50 GTEX 100 1e-05 0.0 75 7247 0.0 -58 0.05647043638451558 0.056194625192891964 50 GTEX 100 1e-05 0.0 75 7247 0.0 -59 0.056378395839371875 0.056104098761829584 50 GTEX 100 1e-05 0.0 75 7247 0.0 -60 0.05628886955195147 0.05602213039201022 50 GTEX 100 1e-05 0.0 75 7247 0.0 -61 0.05620361127457498 0.055938853829135916 50 GTEX 100 1e-05 0.0 75 7247 0.0 -62 0.05609125946139325 0.055796407411023694 50 GTEX 100 1e-05 0.0 75 7247 0.0 -63 0.05593686530905048 0.05564318024358595 50 GTEX 100 1e-05 0.0 75 7247 0.0 -64 0.05576472778238842 0.05548237422091653 50 GTEX 100 1e-05 0.0 75 7247 0.0 -65 0.055626460499498806 0.05537757625229685 50 GTEX 100 1e-05 0.0 75 7247 0.0 -66 0.055534319513965036 0.055281792494677316 50 GTEX 100 1e-05 0.0 75 7247 0.0 -67 0.05542602852770742 0.055187464185314034 50 GTEX 100 1e-05 0.0 75 7247 0.0 -68 0.05534096169767025 0.05510045126958718 50 GTEX 100 1e-05 0.0 75 7247 0.0 -69 0.05524582458671615 0.05502195986334815 50 GTEX 100 1e-05 0.0 75 7247 0.0 -70 0.05517496381616459 0.05496044292649389 50 GTEX 100 1e-05 0.0 75 7247 0.0 -71 0.05511024507578945 0.05489951631358821 50 GTEX 100 1e-05 0.0 75 7247 0.0 -72 0.05504746165658184 0.05484131101108096 50 GTEX 100 1e-05 0.0 75 7247 0.0 -73 0.05498854042845126 0.054787570398173405 50 GTEX 100 1e-05 0.0 75 7247 0.0 -74 0.054930660493134366 0.05473331883974628 50 GTEX 100 1e-05 0.0 75 7247 0.0 -75 0.05487331424628188 0.054680189748114054 50 GTEX 100 1e-05 0.0 75 7247 0.0 -76 0.05481300058908343 0.05461090010636886 50 GTEX 100 1e-05 0.0 75 7247 0.0 -77 0.0547216972724757 0.05450676909219403 50 GTEX 100 1e-05 0.0 75 7247 0.0 -78 0.05462696916982807 0.05443850893371459 50 GTEX 100 1e-05 0.0 75 7247 0.0 -79 0.05457002298932614 0.05438869064780016 50 GTEX 100 1e-05 0.0 75 7247 0.0 -80 0.05451897428414002 0.05434203084147475 50 GTEX 100 1e-05 0.0 75 7247 0.0 -81 0.05446684830739907 0.05428200434652571 50 GTEX 100 1e-05 0.0 75 7247 0.0 -82 0.0543890193827215 0.05420594488203299 50 GTEX 100 1e-05 0.0 75 7247 0.0 -83 0.05432966098880345 0.05416309707461654 50 GTEX 100 1e-05 0.0 75 7247 0.0 -84 0.05428247145338044 0.0541144998482085 50 GTEX 100 1e-05 0.0 75 7247 0.0 -85 0.05421685100977431 0.05403539777765256 50 GTEX 100 1e-05 0.0 75 7247 0.0 -86 0.054147262010517554 0.05398329292838338 50 GTEX 100 1e-05 0.0 75 7247 0.0 -87 0.05409288404089754 0.05391207422367067 50 GTEX 100 1e-05 0.0 75 7247 0.0 -88 0.053976009628491806 0.05378703122866471 50 GTEX 100 1e-05 0.0 75 7247 0.0 -89 0.053876514592908105 0.053687631878506094 50 GTEX 100 1e-05 0.0 75 7247 0.0 -90 0.05374015735886701 0.053529345094024454 50 GTEX 100 1e-05 0.0 75 7247 0.0 -91 0.0535840599909716 0.05339663618106126 50 GTEX 100 1e-05 0.0 75 7247 0.0 -92 0.05348000661037635 0.053316590238093424 50 GTEX 100 1e-05 0.0 75 7247 0.0 -93 0.05342308273360887 0.05327336695540994 50 GTEX 100 1e-05 0.0 75 7247 0.0 -94 0.05338064775900275 0.05323596640769746 50 GTEX 100 1e-05 0.0 75 7247 0.0 -95 0.05334138502904464 0.05319691608755534 50 GTEX 100 1e-05 0.0 75 7247 0.0 -96 0.05330308969759747 0.05316048189856027 50 GTEX 100 1e-05 0.0 75 7247 0.0 -97 0.05325441107742573 0.05309243707744114 50 GTEX 100 1e-05 0.0 75 7247 0.0 -98 0.05316808753190152 0.05300329209875471 50 GTEX 100 1e-05 0.0 75 7247 0.0 -99 0.053098510487651046 0.05296018585817669 50 GTEX 100 1e-05 0.0 75 7247 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00005lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00005lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 5df1ebae2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00005lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.15380026404811298 0.13154324016643568 100 GTEX 100 5e-05 0.1 75 5605 0.0 -1 0.11950992314975063 0.10933839311617863 100 GTEX 100 5e-05 0.1 75 5605 0.0 -2 0.10591590457475965 0.1004294275160978 100 GTEX 100 5e-05 0.1 75 5605 0.0 -3 0.09820440444543216 0.09357328803593669 100 GTEX 100 5e-05 0.1 75 5605 0.0 -4 0.0913833926249938 0.08669885446250213 100 GTEX 100 5e-05 0.1 75 5605 0.0 -5 0.08397055150347021 0.07842958724204126 100 GTEX 100 5e-05 0.1 75 5605 0.0 -6 0.07561002107829193 0.07044478075245941 100 GTEX 100 5e-05 0.1 75 5605 0.0 -7 0.06968456546709002 0.06647456414685957 100 GTEX 100 5e-05 0.1 75 5605 0.0 -8 0.06697866596455457 0.06468911536972785 100 GTEX 100 5e-05 0.1 75 5605 0.0 -9 0.06548070214713175 0.06348083373654931 100 GTEX 100 5e-05 0.1 75 5605 0.0 -10 0.06439035765262419 0.06256733722843144 100 GTEX 100 5e-05 0.1 75 5605 0.0 -11 0.06353355620264553 0.061776615013527776 100 GTEX 100 5e-05 0.1 75 5605 0.0 -12 0.06281104803736967 0.0610917423897823 100 GTEX 100 5e-05 0.1 75 5605 0.0 -13 0.06213728340683611 0.060480184314822064 100 GTEX 100 5e-05 0.1 75 5605 0.0 -14 0.06159432630132468 0.059929769387036674 100 GTEX 100 5e-05 0.1 75 5605 0.0 -15 0.06103248366488125 0.059384879220574525 100 GTEX 100 5e-05 0.1 75 5605 0.0 -16 0.060565746276295775 0.05890977613542923 100 GTEX 100 5e-05 0.1 75 5605 0.0 -17 0.06013340243422974 0.058514334530544825 100 GTEX 100 5e-05 0.1 75 5605 0.0 -18 0.0597255554959592 0.05813294439488038 100 GTEX 100 5e-05 0.1 75 5605 0.0 -19 0.05939391789716073 0.0577963865273579 100 GTEX 100 5e-05 0.1 75 5605 0.0 -20 0.05899005612153633 0.05734172766539534 100 GTEX 100 5e-05 0.1 75 5605 0.0 -21 0.05852671011887295 0.05687026372143977 100 GTEX 100 5e-05 0.1 75 5605 0.0 -22 0.058122800684559495 0.056560994228596013 100 GTEX 100 5e-05 0.1 75 5605 0.0 -23 0.057811978786122875 0.05624934724981794 100 GTEX 100 5e-05 0.1 75 5605 0.0 -24 0.057409944590226365 0.05584698234164216 100 GTEX 100 5e-05 0.1 75 5605 0.0 -25 0.05704651848410394 0.0554783532374712 100 GTEX 100 5e-05 0.1 75 5605 0.0 -26 0.056692322982715 0.05521731754276236 100 GTEX 100 5e-05 0.1 75 5605 0.0 -27 0.05642092791943247 0.05497622658487962 100 GTEX 100 5e-05 0.1 75 5605 0.0 -28 0.05617192780414642 0.05470164916247923 100 GTEX 100 5e-05 0.1 75 5605 0.0 -29 0.055854010195314434 0.054363033532416415 100 GTEX 100 5e-05 0.1 75 5605 0.0 -30 0.05550531805068447 0.054095142283707064 100 GTEX 100 5e-05 0.1 75 5605 0.0 -31 0.05529440075137037 0.05390810010381071 100 GTEX 100 5e-05 0.1 75 5605 0.0 -32 0.05502398794290067 0.053591235296467865 100 GTEX 100 5e-05 0.1 75 5605 0.0 -33 0.05454565299133999 0.05306941535706303 100 GTEX 100 5e-05 0.1 75 5605 0.0 -34 0.054181431245530584 0.05279330642957651 100 GTEX 100 5e-05 0.1 75 5605 0.0 -35 0.053899632636003184 0.052537102493043185 100 GTEX 100 5e-05 0.1 75 5605 0.0 -36 0.053476821878312875 0.05204306612279932 100 GTEX 100 5e-05 0.1 75 5605 0.0 -37 0.0530550273107169 0.05168469503748553 100 GTEX 100 5e-05 0.1 75 5605 0.0 -38 0.05262964321362364 0.051215378815456944 100 GTEX 100 5e-05 0.1 75 5605 0.0 -39 0.052136168072360795 0.050767992456716274 100 GTEX 100 5e-05 0.1 75 5605 0.0 -40 0.05175997087858075 0.050412744113700926 100 GTEX 100 5e-05 0.1 75 5605 0.0 -41 0.05130118394143241 0.04997251630395991 100 GTEX 100 5e-05 0.1 75 5605 0.0 -42 0.05089327689089858 0.04964201424285033 100 GTEX 100 5e-05 0.1 75 5605 0.0 -43 0.05050892534791586 0.04917731461869446 100 GTEX 100 5e-05 0.1 75 5605 0.0 -44 0.050060957169676325 0.04877485654993202 100 GTEX 100 5e-05 0.1 75 5605 0.0 -45 0.049681634781975625 0.04843196903174821 100 GTEX 100 5e-05 0.1 75 5605 0.0 -46 0.049244559137322806 0.047897330623389196 100 GTEX 100 5e-05 0.1 75 5605 0.0 -47 0.048720353942597015 0.047429463794249546 100 GTEX 100 5e-05 0.1 75 5605 0.0 -48 0.04829029863800811 0.047096003767655374 100 GTEX 100 5e-05 0.1 75 5605 0.0 -49 0.047923667691832955 0.046673594021411906 100 GTEX 100 5e-05 0.1 75 5605 0.0 -50 0.047414980751242015 0.04615289791568604 100 GTEX 100 5e-05 0.1 75 5605 0.0 -51 0.04692859230286609 0.04568818669072122 100 GTEX 100 5e-05 0.1 75 5605 0.0 -52 0.046369986424268435 0.04510498882586512 100 GTEX 100 5e-05 0.1 75 5605 0.0 -53 0.045849831291019216 0.044564418877145635 100 GTEX 100 5e-05 0.1 75 5605 0.0 -54 0.04520702174950001 0.043975779510496235 100 GTEX 100 5e-05 0.1 75 5605 0.0 -55 0.04452332742909664 0.04323582484354991 100 GTEX 100 5e-05 0.1 75 5605 0.0 -56 0.043811370663992565 0.042589907325492615 100 GTEX 100 5e-05 0.1 75 5605 0.0 -57 0.04324042062615786 0.042104212985065954 100 GTEX 100 5e-05 0.1 75 5605 0.0 -58 0.0427751444198299 0.04168106267094159 100 GTEX 100 5e-05 0.1 75 5605 0.0 -59 0.04231844648161634 0.041169776563522026 100 GTEX 100 5e-05 0.1 75 5605 0.0 -60 0.041705880687152294 0.040505120877757275 100 GTEX 100 5e-05 0.1 75 5605 0.0 -61 0.04112067456697856 0.03999848741712226 100 GTEX 100 5e-05 0.1 75 5605 0.0 -62 0.040556434033141665 0.039488148779923474 100 GTEX 100 5e-05 0.1 75 5605 0.0 -63 0.04012685685915442 0.03908191329512759 100 GTEX 100 5e-05 0.1 75 5605 0.0 -64 0.03971831542635035 0.03869786988872992 100 GTEX 100 5e-05 0.1 75 5605 0.0 -65 0.03933240650149891 0.03830111594764452 100 GTEX 100 5e-05 0.1 75 5605 0.0 -66 0.03884804222012279 0.037738060854913616 100 GTEX 100 5e-05 0.1 75 5605 0.0 -67 0.038209684137650426 0.037027140293171196 100 GTEX 100 5e-05 0.1 75 5605 0.0 -68 0.037530747381276736 0.03644090559432715 100 GTEX 100 5e-05 0.1 75 5605 0.0 -69 0.03696989282781501 0.03598161854784752 100 GTEX 100 5e-05 0.1 75 5605 0.0 -70 0.036545130032961406 0.03557231654005812 100 GTEX 100 5e-05 0.1 75 5605 0.0 -71 0.036084564424932374 0.03506563956576608 100 GTEX 100 5e-05 0.1 75 5605 0.0 -72 0.03562571785480707 0.03470974646423706 100 GTEX 100 5e-05 0.1 75 5605 0.0 -73 0.03531582412305321 0.034481291450248475 100 GTEX 100 5e-05 0.1 75 5605 0.0 -74 0.035092421789345976 0.03415379269551415 100 GTEX 100 5e-05 0.1 75 5605 0.0 -75 0.03451844416121955 0.03352909447349069 100 GTEX 100 5e-05 0.1 75 5605 0.0 -76 0.03403989853853093 0.03311362128860597 100 GTEX 100 5e-05 0.1 75 5605 0.0 -77 0.033603548194952974 0.032712597428279235 100 GTEX 100 5e-05 0.1 75 5605 0.0 -78 0.03310321540181886 0.03203330974416815 100 GTEX 100 5e-05 0.1 75 5605 0.0 -79 0.03238727818587028 0.03149876835624981 100 GTEX 100 5e-05 0.1 75 5605 0.0 -80 0.03200531641405626 0.031158362129285307 100 GTEX 100 5e-05 0.1 75 5605 0.0 -81 0.03164671878174484 0.03083837360228649 100 GTEX 100 5e-05 0.1 75 5605 0.0 -82 0.03136219640656026 0.03054018463132046 100 GTEX 100 5e-05 0.1 75 5605 0.0 -83 0.03098422375347202 0.03018550576195971 100 GTEX 100 5e-05 0.1 75 5605 0.0 -84 0.03069182237750111 0.029914653884820612 100 GTEX 100 5e-05 0.1 75 5605 0.0 -85 0.030407497255788556 0.02963492215501265 100 GTEX 100 5e-05 0.1 75 5605 0.0 -86 0.030068761857882265 0.029254670945410493 100 GTEX 100 5e-05 0.1 75 5605 0.0 -87 0.029677088788046598 0.028865903056449763 100 GTEX 100 5e-05 0.1 75 5605 0.0 -88 0.029261064587499948 0.028415562960358173 100 GTEX 100 5e-05 0.1 75 5605 0.0 -89 0.028820748918535238 0.02800857229689455 100 GTEX 100 5e-05 0.1 75 5605 0.0 -90 0.02841122082919685 0.027590164935974115 100 GTEX 100 5e-05 0.1 75 5605 0.0 -91 0.02798046829621423 0.02719237304119103 100 GTEX 100 5e-05 0.1 75 5605 0.0 -92 0.02764710738863023 0.026879794159089657 100 GTEX 100 5e-05 0.1 75 5605 0.0 -93 0.027307479778385168 0.0265342397225787 100 GTEX 100 5e-05 0.1 75 5605 0.0 -94 0.0269569373329832 0.02616499235478191 100 GTEX 100 5e-05 0.1 75 5605 0.0 -95 0.026610468083083018 0.02587840419985042 100 GTEX 100 5e-05 0.1 75 5605 0.0 -96 0.026315666309795826 0.02557000228887275 100 GTEX 100 5e-05 0.1 75 5605 0.0 -97 0.025993617132677567 0.025268204127767695 100 GTEX 100 5e-05 0.1 75 5605 0.0 -98 0.02566654212321105 0.024914303610363387 100 GTEX 100 5e-05 0.1 75 5605 0.0 -99 0.025322796263172947 0.024611234190402828 100 GTEX 100 5e-05 0.1 75 5605 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00005lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00005lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 7001af249..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00005lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.15455473950788892 0.13398681575354515 100 GTEX 100 5e-05 0.5 75 4310 0.0 -1 0.12115162906685638 0.11137797774130855 100 GTEX 100 5e-05 0.5 75 4310 0.0 -2 0.10732266030087319 0.10274201682538588 100 GTEX 100 5e-05 0.5 75 4310 0.0 -3 0.10014610979251554 0.09643525151472128 100 GTEX 100 5e-05 0.5 75 4310 0.0 -4 0.09389030254430525 0.0900737409242659 100 GTEX 100 5e-05 0.5 75 4310 0.0 -5 0.08715335994854993 0.08251974592870633 100 GTEX 100 5e-05 0.5 75 4310 0.0 -6 0.07934627455155625 0.07441421501876737 100 GTEX 100 5e-05 0.5 75 4310 0.0 -7 0.07261384604907004 0.06909583169017908 100 GTEX 100 5e-05 0.5 75 4310 0.0 -8 0.06856000647019644 0.06644914695858502 100 GTEX 100 5e-05 0.5 75 4310 0.0 -9 0.06641879363285144 0.06509774457309182 100 GTEX 100 5e-05 0.5 75 4310 0.0 -10 0.0651433649907221 0.06418763860323583 100 GTEX 100 5e-05 0.5 75 4310 0.0 -11 0.06408750911850139 0.06336455636378023 100 GTEX 100 5e-05 0.5 75 4310 0.0 -12 0.0633020432969138 0.0626751550476814 100 GTEX 100 5e-05 0.5 75 4310 0.0 -13 0.06250986243041652 0.06203832416423374 100 GTEX 100 5e-05 0.5 75 4310 0.0 -14 0.061884666311696174 0.061482741649726495 100 GTEX 100 5e-05 0.5 75 4310 0.0 -15 0.06124178777577016 0.060944740224927095 100 GTEX 100 5e-05 0.5 75 4310 0.0 -16 0.060752258904918116 0.060429459204012 100 GTEX 100 5e-05 0.5 75 4310 0.0 -17 0.060183837219287314 0.05992855574978168 100 GTEX 100 5e-05 0.5 75 4310 0.0 -18 0.05971029612333215 0.05952831769907429 100 GTEX 100 5e-05 0.5 75 4310 0.0 -19 0.0592655983352228 0.05908744545660545 100 GTEX 100 5e-05 0.5 75 4310 0.0 -20 0.05891440119985871 0.05875973029508337 100 GTEX 100 5e-05 0.5 75 4310 0.0 -21 0.0584852589061951 0.05832906190603405 100 GTEX 100 5e-05 0.5 75 4310 0.0 -22 0.0581130827011233 0.05800002906825606 100 GTEX 100 5e-05 0.5 75 4310 0.0 -23 0.057841732217764494 0.05768212752537129 100 GTEX 100 5e-05 0.5 75 4310 0.0 -24 0.05751542113796136 0.057332649373736215 100 GTEX 100 5e-05 0.5 75 4310 0.0 -25 0.05716880091739592 0.057096117392125695 100 GTEX 100 5e-05 0.5 75 4310 0.0 -26 0.056942476675243325 0.05684340519993478 100 GTEX 100 5e-05 0.5 75 4310 0.0 -27 0.05671597312491698 0.056558244071985835 100 GTEX 100 5e-05 0.5 75 4310 0.0 -28 0.056498188700153516 0.05635914298574734 100 GTEX 100 5e-05 0.5 75 4310 0.0 -29 0.05619208439570729 0.05600344422255632 100 GTEX 100 5e-05 0.5 75 4310 0.0 -30 0.05596289419726181 0.05578757381994461 100 GTEX 100 5e-05 0.5 75 4310 0.0 -31 0.05571808837990871 0.05554268065797512 100 GTEX 100 5e-05 0.5 75 4310 0.0 -32 0.055476172317499794 0.0552906687212081 100 GTEX 100 5e-05 0.5 75 4310 0.0 -33 0.05526326207405312 0.05507327466069972 100 GTEX 100 5e-05 0.5 75 4310 0.0 -34 0.0549885319866373 0.05487670177175971 100 GTEX 100 5e-05 0.5 75 4310 0.0 -35 0.05487875475357261 0.054710847230011975 100 GTEX 100 5e-05 0.5 75 4310 0.0 -36 0.05470614788165072 0.054491453750958464 100 GTEX 100 5e-05 0.5 75 4310 0.0 -37 0.05447014413197138 0.05423971618253015 100 GTEX 100 5e-05 0.5 75 4310 0.0 -38 0.05425649585370165 0.054033664002051375 100 GTEX 100 5e-05 0.5 75 4310 0.0 -39 0.054035083292101535 0.053747094912674036 100 GTEX 100 5e-05 0.5 75 4310 0.0 -40 0.053763186462869664 0.05344068145683963 100 GTEX 100 5e-05 0.5 75 4310 0.0 -41 0.0534498372455673 0.05314147104101943 100 GTEX 100 5e-05 0.5 75 4310 0.0 -42 0.05321292405796741 0.05283846415777623 100 GTEX 100 5e-05 0.5 75 4310 0.0 -43 0.05289274346926679 0.05254127082375972 100 GTEX 100 5e-05 0.5 75 4310 0.0 -44 0.0525710699225701 0.052278921234743675 100 GTEX 100 5e-05 0.5 75 4310 0.0 -45 0.052358183322341156 0.0520421713873914 100 GTEX 100 5e-05 0.5 75 4310 0.0 -46 0.052120647420613835 0.05177095780297831 100 GTEX 100 5e-05 0.5 75 4310 0.0 -47 0.051860855202293575 0.05152516278080614 100 GTEX 100 5e-05 0.5 75 4310 0.0 -48 0.05158812016700444 0.05112471122705438 100 GTEX 100 5e-05 0.5 75 4310 0.0 -49 0.0511631145152545 0.05075140674191283 100 GTEX 100 5e-05 0.5 75 4310 0.0 -50 0.05086120607094703 0.05047251104232023 100 GTEX 100 5e-05 0.5 75 4310 0.0 -51 0.05064604716247385 0.050258707113479024 100 GTEX 100 5e-05 0.5 75 4310 0.0 -52 0.05034574177271589 0.04990013714299003 100 GTEX 100 5e-05 0.5 75 4310 0.0 -53 0.05002853189270109 0.04950893575417678 100 GTEX 100 5e-05 0.5 75 4310 0.0 -54 0.049642083071879756 0.049111050797959244 100 GTEX 100 5e-05 0.5 75 4310 0.0 -55 0.04922864964034901 0.0487698722814879 100 GTEX 100 5e-05 0.5 75 4310 0.0 -56 0.048913619087032525 0.048420241676242634 100 GTEX 100 5e-05 0.5 75 4310 0.0 -57 0.04849539467600768 0.047940992937908426 100 GTEX 100 5e-05 0.5 75 4310 0.0 -58 0.04815172408654809 0.047585999246105945 100 GTEX 100 5e-05 0.5 75 4310 0.0 -59 0.04773702766473585 0.047136167935432134 100 GTEX 100 5e-05 0.5 75 4310 0.0 -60 0.04728901104198233 0.046752865295219784 100 GTEX 100 5e-05 0.5 75 4310 0.0 -61 0.046913091964123306 0.046365462073581755 100 GTEX 100 5e-05 0.5 75 4310 0.0 -62 0.04659227297745713 0.046053335821333946 100 GTEX 100 5e-05 0.5 75 4310 0.0 -63 0.04625528839988266 0.04571662630758358 100 GTEX 100 5e-05 0.5 75 4310 0.0 -64 0.045958257465138035 0.04538764092122194 100 GTEX 100 5e-05 0.5 75 4310 0.0 -65 0.04561513305982189 0.044995572517126686 100 GTEX 100 5e-05 0.5 75 4310 0.0 -66 0.04519022206161095 0.04449907734196902 100 GTEX 100 5e-05 0.5 75 4310 0.0 -67 0.04465387065329143 0.044021220601556874 100 GTEX 100 5e-05 0.5 75 4310 0.0 -68 0.04432018934575434 0.043716597891352474 100 GTEX 100 5e-05 0.5 75 4310 0.0 -69 0.044055678775557446 0.043479672388772095 100 GTEX 100 5e-05 0.5 75 4310 0.0 -70 0.04376408260689878 0.043159044103364075 100 GTEX 100 5e-05 0.5 75 4310 0.0 -71 0.04339986870714021 0.04273635498867742 100 GTEX 100 5e-05 0.5 75 4310 0.0 -72 0.042989592701338335 0.04228166116847738 100 GTEX 100 5e-05 0.5 75 4310 0.0 -73 0.04254969581095926 0.04192088880069809 100 GTEX 100 5e-05 0.5 75 4310 0.0 -74 0.04217541011765928 0.04146476757107125 100 GTEX 100 5e-05 0.5 75 4310 0.0 -75 0.041730438117175944 0.04100585177880729 100 GTEX 100 5e-05 0.5 75 4310 0.0 -76 0.04136654400685099 0.04076556314646971 100 GTEX 100 5e-05 0.5 75 4310 0.0 -77 0.04107562909450717 0.04034554048976064 100 GTEX 100 5e-05 0.5 75 4310 0.0 -78 0.04061220318836094 0.039901471409960844 100 GTEX 100 5e-05 0.5 75 4310 0.0 -79 0.04017756263183114 0.03943607560978643 100 GTEX 100 5e-05 0.5 75 4310 0.0 -80 0.039702328628520724 0.03894040831311574 100 GTEX 100 5e-05 0.5 75 4310 0.0 -81 0.039190919822103765 0.0384301358104432 100 GTEX 100 5e-05 0.5 75 4310 0.0 -82 0.03871397847500361 0.03791890222536747 100 GTEX 100 5e-05 0.5 75 4310 0.0 -83 0.038224473273733975 0.03753249454860905 100 GTEX 100 5e-05 0.5 75 4310 0.0 -84 0.037917295516676844 0.03715377523361957 100 GTEX 100 5e-05 0.5 75 4310 0.0 -85 0.03752544315027576 0.03677297128583995 100 GTEX 100 5e-05 0.5 75 4310 0.0 -86 0.037157839469692706 0.03642802392291932 100 GTEX 100 5e-05 0.5 75 4310 0.0 -87 0.03687061117183851 0.03616363419212769 100 GTEX 100 5e-05 0.5 75 4310 0.0 -88 0.03654336830670156 0.03580329672012039 100 GTEX 100 5e-05 0.5 75 4310 0.0 -89 0.03622909935390583 0.03544573699736776 100 GTEX 100 5e-05 0.5 75 4310 0.0 -90 0.035841348774521026 0.035077553199951185 100 GTEX 100 5e-05 0.5 75 4310 0.0 -91 0.03542707426554363 0.03457801284785506 100 GTEX 100 5e-05 0.5 75 4310 0.0 -92 0.03493660502903084 0.03410333954506047 100 GTEX 100 5e-05 0.5 75 4310 0.0 -93 0.03452511148762776 0.03371497099163868 100 GTEX 100 5e-05 0.5 75 4310 0.0 -94 0.034076808119831964 0.033193456865988756 100 GTEX 100 5e-05 0.5 75 4310 0.0 -95 0.033523858256194965 0.0326395183801651 100 GTEX 100 5e-05 0.5 75 4310 0.0 -96 0.032946554765072196 0.03198555421381622 100 GTEX 100 5e-05 0.5 75 4310 0.0 -97 0.03233041776731977 0.03143781656576427 100 GTEX 100 5e-05 0.5 75 4310 0.0 -98 0.03190011970775173 0.03097926759419559 100 GTEX 100 5e-05 0.5 75 4310 0.0 -99 0.03143143432209544 0.030526347585843997 100 GTEX 100 5e-05 0.5 75 4310 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00005lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00005lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index dc8d4201f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00005lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.15319859820830353 0.1318758075681476 100 GTEX 100 5e-05 0.0 75 8005 0.0 -1 0.11864393086871992 0.110035082176611 100 GTEX 100 5e-05 0.0 75 8005 0.0 -2 0.10536612623566066 0.10123438286124073 100 GTEX 100 5e-05 0.0 75 8005 0.0 -3 0.09783502935173267 0.09416787598296264 100 GTEX 100 5e-05 0.0 75 8005 0.0 -4 0.09066541905802054 0.08659154258866728 100 GTEX 100 5e-05 0.0 75 8005 0.0 -5 0.08233901677397219 0.07743288806069487 100 GTEX 100 5e-05 0.0 75 8005 0.0 -6 0.07356128003162958 0.07012961011649084 100 GTEX 100 5e-05 0.0 75 8005 0.0 -7 0.06850802224887718 0.06703803777524726 100 GTEX 100 5e-05 0.0 75 8005 0.0 -8 0.06635953985320688 0.06551923041901207 100 GTEX 100 5e-05 0.0 75 8005 0.0 -9 0.06508294046963987 0.06442972266968665 100 GTEX 100 5e-05 0.0 75 8005 0.0 -10 0.06407788753182127 0.06350976303786379 100 GTEX 100 5e-05 0.0 75 8005 0.0 -11 0.06316265099170065 0.06263302243934385 100 GTEX 100 5e-05 0.0 75 8005 0.0 -12 0.06231759001977141 0.06188674989252036 100 GTEX 100 5e-05 0.0 75 8005 0.0 -13 0.06168397728267562 0.061321056897649294 100 GTEX 100 5e-05 0.0 75 8005 0.0 -14 0.06107862600731071 0.0607390122721857 100 GTEX 100 5e-05 0.0 75 8005 0.0 -15 0.0605443239918767 0.06027982109173169 100 GTEX 100 5e-05 0.0 75 8005 0.0 -16 0.06010975330057524 0.05990758094894116 100 GTEX 100 5e-05 0.0 75 8005 0.0 -17 0.05971048126872532 0.059536396281460846 100 GTEX 100 5e-05 0.0 75 8005 0.0 -18 0.059362850337984496 0.05924154976701555 100 GTEX 100 5e-05 0.0 75 8005 0.0 -19 0.0590623490653245 0.05896081713102616 100 GTEX 100 5e-05 0.0 75 8005 0.0 -20 0.05872415372196971 0.058626385979326054 100 GTEX 100 5e-05 0.0 75 8005 0.0 -21 0.05843019394928656 0.05838298460489897 100 GTEX 100 5e-05 0.0 75 8005 0.0 -22 0.058149242685310715 0.05812645619983002 100 GTEX 100 5e-05 0.0 75 8005 0.0 -23 0.05791899212609 0.057922910530644224 100 GTEX 100 5e-05 0.0 75 8005 0.0 -24 0.05771145392636242 0.05773223857235999 100 GTEX 100 5e-05 0.0 75 8005 0.0 -25 0.05751434246632382 0.057550810999856705 100 GTEX 100 5e-05 0.0 75 8005 0.0 -26 0.057323689958047395 0.057338802802585374 100 GTEX 100 5e-05 0.0 75 8005 0.0 -27 0.057100417855641045 0.057159992664372515 100 GTEX 100 5e-05 0.0 75 8005 0.0 -28 0.05693326622689993 0.057005846936666466 100 GTEX 100 5e-05 0.0 75 8005 0.0 -29 0.05677652863400582 0.05686350907606317 100 GTEX 100 5e-05 0.0 75 8005 0.0 -30 0.056627456673308915 0.056718574688121845 100 GTEX 100 5e-05 0.0 75 8005 0.0 -31 0.05644315600023736 0.05648379740322951 100 GTEX 100 5e-05 0.0 75 8005 0.0 -32 0.05624224951216685 0.05633871785644796 100 GTEX 100 5e-05 0.0 75 8005 0.0 -33 0.05603926132817864 0.056130531297097185 100 GTEX 100 5e-05 0.0 75 8005 0.0 -34 0.05589102952452551 0.05600385719152458 100 GTEX 100 5e-05 0.0 75 8005 0.0 -35 0.05572210906404584 0.055810427696872576 100 GTEX 100 5e-05 0.0 75 8005 0.0 -36 0.05552352052227212 0.05561400223310909 100 GTEX 100 5e-05 0.0 75 8005 0.0 -37 0.055375748684741356 0.055507954564158 100 GTEX 100 5e-05 0.0 75 8005 0.0 -38 0.05526952190635335 0.055402156872101156 100 GTEX 100 5e-05 0.0 75 8005 0.0 -39 0.05516592167247824 0.05530569903524203 100 GTEX 100 5e-05 0.0 75 8005 0.0 -40 0.05507276343163825 0.055214800790462204 100 GTEX 100 5e-05 0.0 75 8005 0.0 -41 0.054934159075888334 0.05506409017702019 100 GTEX 100 5e-05 0.0 75 8005 0.0 -42 0.054814182663399554 0.05493399863460671 100 GTEX 100 5e-05 0.0 75 8005 0.0 -43 0.054699712665579416 0.05484346498667967 100 GTEX 100 5e-05 0.0 75 8005 0.0 -44 0.05457769979778774 0.054713767942593576 100 GTEX 100 5e-05 0.0 75 8005 0.0 -45 0.05446880700066095 0.054570565248056965 100 GTEX 100 5e-05 0.0 75 8005 0.0 -46 0.05434102467854952 0.05448933567554325 100 GTEX 100 5e-05 0.0 75 8005 0.0 -47 0.05421617441449924 0.0543503657748264 100 GTEX 100 5e-05 0.0 75 8005 0.0 -48 0.05411405954795263 0.05422284509349232 100 GTEX 100 5e-05 0.0 75 8005 0.0 -49 0.05395766548215052 0.054097040397019444 100 GTEX 100 5e-05 0.0 75 8005 0.0 -50 0.05384111140260566 0.05397323622393064 100 GTEX 100 5e-05 0.0 75 8005 0.0 -51 0.053754040520640985 0.05390657551105032 100 GTEX 100 5e-05 0.0 75 8005 0.0 -52 0.05368811440569201 0.05384035851848896 100 GTEX 100 5e-05 0.0 75 8005 0.0 -53 0.053626473045901915 0.0537825417864232 100 GTEX 100 5e-05 0.0 75 8005 0.0 -54 0.05356805855366009 0.05372582327843619 100 GTEX 100 5e-05 0.0 75 8005 0.0 -55 0.053495402387575025 0.05361948755814096 100 GTEX 100 5e-05 0.0 75 8005 0.0 -56 0.05339623366530662 0.053510030639488886 100 GTEX 100 5e-05 0.0 75 8005 0.0 -57 0.05325566133317203 0.053390952358341036 100 GTEX 100 5e-05 0.0 75 8005 0.0 -58 0.053169295996477905 0.05325005352213809 100 GTEX 100 5e-05 0.0 75 8005 0.0 -59 0.052961391933656635 0.053062736322331334 100 GTEX 100 5e-05 0.0 75 8005 0.0 -60 0.0528064748130442 0.05288099881417398 100 GTEX 100 5e-05 0.0 75 8005 0.0 -61 0.052658254512262734 0.05277295023939455 100 GTEX 100 5e-05 0.0 75 8005 0.0 -62 0.05253178176407239 0.05265669210215485 100 GTEX 100 5e-05 0.0 75 8005 0.0 -63 0.052418645950620776 0.052552590295389126 100 GTEX 100 5e-05 0.0 75 8005 0.0 -64 0.05235116536454275 0.05249493787270535 100 GTEX 100 5e-05 0.0 75 8005 0.0 -65 0.052269484476710974 0.05230962014810214 100 GTEX 100 5e-05 0.0 75 8005 0.0 -66 0.05199582347835434 0.052114611682783064 100 GTEX 100 5e-05 0.0 75 8005 0.0 -67 0.05187824840601437 0.052006308853399616 100 GTEX 100 5e-05 0.0 75 8005 0.0 -68 0.051796140984838764 0.051915305663084346 100 GTEX 100 5e-05 0.0 75 8005 0.0 -69 0.051605010391607 0.051652461134548876 100 GTEX 100 5e-05 0.0 75 8005 0.0 -70 0.051386680016047195 0.051368081496015704 100 GTEX 100 5e-05 0.0 75 8005 0.0 -71 0.05102814381324944 0.05111762538495626 100 GTEX 100 5e-05 0.0 75 8005 0.0 -72 0.050921934519761514 0.05105377423502647 100 GTEX 100 5e-05 0.0 75 8005 0.0 -73 0.050836134073543385 0.05090641619871324 100 GTEX 100 5e-05 0.0 75 8005 0.0 -74 0.05069607645123678 0.05080260711761029 100 GTEX 100 5e-05 0.0 75 8005 0.0 -75 0.05061487466123636 0.05073985349769375 100 GTEX 100 5e-05 0.0 75 8005 0.0 -76 0.05047411264740918 0.050590713370322275 100 GTEX 100 5e-05 0.0 75 8005 0.0 -77 0.05037063758124189 0.0504201921163403 100 GTEX 100 5e-05 0.0 75 8005 0.0 -78 0.050177212576324313 0.050222755314166104 100 GTEX 100 5e-05 0.0 75 8005 0.0 -79 0.049985478253504086 0.04998876361225948 100 GTEX 100 5e-05 0.0 75 8005 0.0 -80 0.04976321776003335 0.049822929934970325 100 GTEX 100 5e-05 0.0 75 8005 0.0 -81 0.04955124477239538 0.0495914463449567 100 GTEX 100 5e-05 0.0 75 8005 0.0 -82 0.04933597560800015 0.049402786779992935 100 GTEX 100 5e-05 0.0 75 8005 0.0 -83 0.049215637879341675 0.049288192459385656 100 GTEX 100 5e-05 0.0 75 8005 0.0 -84 0.04903576409107178 0.04909109423369056 100 GTEX 100 5e-05 0.0 75 8005 0.0 -85 0.048857472795259996 0.048922248241339346 100 GTEX 100 5e-05 0.0 75 8005 0.0 -86 0.04865355776242965 0.04870462733473161 100 GTEX 100 5e-05 0.0 75 8005 0.0 -87 0.04846524254268297 0.048451778100017356 100 GTEX 100 5e-05 0.0 75 8005 0.0 -88 0.04821948040352712 0.04824268014768684 100 GTEX 100 5e-05 0.0 75 8005 0.0 -89 0.048066746528900146 0.048116822248969245 100 GTEX 100 5e-05 0.0 75 8005 0.0 -90 0.047797253924585566 0.04778786167899012 100 GTEX 100 5e-05 0.0 75 8005 0.0 -91 0.047486056041771675 0.04756090032227139 100 GTEX 100 5e-05 0.0 75 8005 0.0 -92 0.047343725125102994 0.047387593032742634 100 GTEX 100 5e-05 0.0 75 8005 0.0 -93 0.04710524824857271 0.047121482656935776 100 GTEX 100 5e-05 0.0 75 8005 0.0 -94 0.04683471482443472 0.046817941102464844 100 GTEX 100 5e-05 0.0 75 8005 0.0 -95 0.04655744148640833 0.046528886961166395 100 GTEX 100 5e-05 0.0 75 8005 0.0 -96 0.04622098628647592 0.0461531734030283 100 GTEX 100 5e-05 0.0 75 8005 0.0 -97 0.04589261107711023 0.045916320451538824 100 GTEX 100 5e-05 0.0 75 8005 0.0 -98 0.04566377200980341 0.04567690168156823 100 GTEX 100 5e-05 0.0 75 8005 0.0 -99 0.04542071150649849 0.04546239914039695 100 GTEX 100 5e-05 0.0 75 8005 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00005lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00005lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 9dce0bd92..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00005lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.13757956936818513 0.1114529433160907 50 GTEX 100 5e-05 0.1 75 7962 0.0 -1 0.10250506622163323 0.09510409708768695 50 GTEX 100 5e-05 0.1 75 7962 0.0 -2 0.0885986997123705 0.08076077293137181 50 GTEX 100 5e-05 0.1 75 7962 0.0 -3 0.07327562292208072 0.06700555689831197 50 GTEX 100 5e-05 0.1 75 7962 0.0 -4 0.06528172181869832 0.06326764547921179 50 GTEX 100 5e-05 0.1 75 7962 0.0 -5 0.0628885622936581 0.06140979880842419 50 GTEX 100 5e-05 0.1 75 7962 0.0 -6 0.06127840517578879 0.05989613334432301 50 GTEX 100 5e-05 0.1 75 7962 0.0 -7 0.059980475610263546 0.05876396472491466 50 GTEX 100 5e-05 0.1 75 7962 0.0 -8 0.059007488937208946 0.057867819677061 50 GTEX 100 5e-05 0.1 75 7962 0.0 -9 0.058180880471646906 0.057069843252518786 50 GTEX 100 5e-05 0.1 75 7962 0.0 -10 0.05744456874980485 0.05616051319122541 50 GTEX 100 5e-05 0.1 75 7962 0.0 -11 0.05660104385511329 0.05553498354248221 50 GTEX 100 5e-05 0.1 75 7962 0.0 -12 0.05598074138468304 0.05491986048510546 50 GTEX 100 5e-05 0.1 75 7962 0.0 -13 0.05542010990358764 0.054348166465419324 50 GTEX 100 5e-05 0.1 75 7962 0.0 -14 0.0548456622250445 0.05374171586969279 50 GTEX 100 5e-05 0.1 75 7962 0.0 -15 0.054217235091257164 0.05323234864089199 50 GTEX 100 5e-05 0.1 75 7962 0.0 -16 0.053732899890125925 0.052716664006728184 50 GTEX 100 5e-05 0.1 75 7962 0.0 -17 0.05305759566837535 0.05192599801112944 50 GTEX 100 5e-05 0.1 75 7962 0.0 -18 0.05224916034152733 0.05113669251137813 50 GTEX 100 5e-05 0.1 75 7962 0.0 -19 0.051546969116631286 0.05054327535368644 50 GTEX 100 5e-05 0.1 75 7962 0.0 -20 0.05098134538097191 0.049939122950452816 50 GTEX 100 5e-05 0.1 75 7962 0.0 -21 0.05013676401567305 0.04906866246898138 50 GTEX 100 5e-05 0.1 75 7962 0.0 -22 0.04918071248516357 0.048089855899432314 50 GTEX 100 5e-05 0.1 75 7962 0.0 -23 0.04822503867044335 0.047139190817287215 50 GTEX 100 5e-05 0.1 75 7962 0.0 -24 0.0473484794868075 0.046231290870859594 50 GTEX 100 5e-05 0.1 75 7962 0.0 -25 0.04625158929325553 0.045100485558972156 50 GTEX 100 5e-05 0.1 75 7962 0.0 -26 0.045064307635549104 0.04399754908714911 50 GTEX 100 5e-05 0.1 75 7962 0.0 -27 0.04384429281607177 0.04265920785981666 50 GTEX 100 5e-05 0.1 75 7962 0.0 -28 0.04253690124614206 0.041519015758323126 50 GTEX 100 5e-05 0.1 75 7962 0.0 -29 0.04150757896557987 0.04044278840686658 50 GTEX 100 5e-05 0.1 75 7962 0.0 -30 0.04043451502322647 0.039358748477164786 50 GTEX 100 5e-05 0.1 75 7962 0.0 -31 0.03931427949743788 0.03834325505753434 50 GTEX 100 5e-05 0.1 75 7962 0.0 -32 0.038301661298555674 0.037262560381862146 50 GTEX 100 5e-05 0.1 75 7962 0.0 -33 0.03729509290697722 0.036361720852072246 50 GTEX 100 5e-05 0.1 75 7962 0.0 -34 0.036417168285018904 0.0355461162759324 50 GTEX 100 5e-05 0.1 75 7962 0.0 -35 0.03566525912684965 0.03485350024677501 50 GTEX 100 5e-05 0.1 75 7962 0.0 -36 0.034943411862779675 0.03411734360535788 50 GTEX 100 5e-05 0.1 75 7962 0.0 -37 0.03408519185908722 0.03313444340212037 50 GTEX 100 5e-05 0.1 75 7962 0.0 -38 0.03300935147011231 0.03209856781088694 50 GTEX 100 5e-05 0.1 75 7962 0.0 -39 0.032050838468696094 0.031131646539236883 50 GTEX 100 5e-05 0.1 75 7962 0.0 -40 0.030914137623728022 0.02983705115862219 50 GTEX 100 5e-05 0.1 75 7962 0.0 -41 0.029801360065369518 0.028916127264443005 50 GTEX 100 5e-05 0.1 75 7962 0.0 -42 0.028914316522227656 0.028078357246438812 50 GTEX 100 5e-05 0.1 75 7962 0.0 -43 0.0281695082922999 0.027326720394902356 50 GTEX 100 5e-05 0.1 75 7962 0.0 -44 0.027191331703737227 0.0262292526740255 50 GTEX 100 5e-05 0.1 75 7962 0.0 -45 0.026069447338373315 0.025122588341028745 50 GTEX 100 5e-05 0.1 75 7962 0.0 -46 0.02516718723353664 0.024369222781277428 50 GTEX 100 5e-05 0.1 75 7962 0.0 -47 0.024449154661813507 0.02362190229471192 50 GTEX 100 5e-05 0.1 75 7962 0.0 -48 0.023613043158366574 0.022752789978801976 50 GTEX 100 5e-05 0.1 75 7962 0.0 -49 0.02275275310565007 0.02192146326468358 50 GTEX 100 5e-05 0.1 75 7962 0.0 -50 0.021941960369887718 0.021109719658022597 50 GTEX 100 5e-05 0.1 75 7962 0.0 -51 0.02110112581397735 0.02024670433210556 50 GTEX 100 5e-05 0.1 75 7962 0.0 -52 0.020155718089687833 0.01916589829433327 50 GTEX 100 5e-05 0.1 75 7962 0.0 -53 0.018797037365125342 0.017414078895470034 50 GTEX 100 5e-05 0.1 75 7962 0.0 -54 0.01594590239320865 0.012706267360612013 50 GTEX 100 5e-05 0.1 75 7962 0.0 -55 0.010964242815050578 0.008463948842017652 50 GTEX 100 5e-05 0.1 75 7962 0.0 -56 0.008062011056341679 0.0064067250682473065 50 GTEX 100 5e-05 0.1 75 7962 0.0 -57 0.006586927348869638 0.005248584834143462 50 GTEX 100 5e-05 0.1 75 7962 0.0 -58 0.0057108180751480825 0.004543572141941169 50 GTEX 100 5e-05 0.1 75 7962 0.0 -59 0.0051449501888045975 0.004087066922793625 50 GTEX 100 5e-05 0.1 75 7962 0.0 -60 0.00479887938712257 0.003747092115961922 50 GTEX 100 5e-05 0.1 75 7962 0.0 -61 0.004505666318766948 0.00351271588583707 50 GTEX 100 5e-05 0.1 75 7962 0.0 -62 0.004242807313053383 0.0033079909033251805 50 GTEX 100 5e-05 0.1 75 7962 0.0 -63 0.0040684372077562135 0.003168991012162327 50 GTEX 100 5e-05 0.1 75 7962 0.0 -64 0.0039255001635426535 0.003024659953929994 50 GTEX 100 5e-05 0.1 75 7962 0.0 -65 0.003785189297687712 0.0029060966556558932 50 GTEX 100 5e-05 0.1 75 7962 0.0 -66 0.003644046575876546 0.0028250249839270975 50 GTEX 100 5e-05 0.1 75 7962 0.0 -67 0.0035506171384920545 0.0027282365346362834 50 GTEX 100 5e-05 0.1 75 7962 0.0 -68 0.0034611958851141584 0.002643362191388872 50 GTEX 100 5e-05 0.1 75 7962 0.0 -69 0.003374082722117863 0.002569443010636552 50 GTEX 100 5e-05 0.1 75 7962 0.0 -70 0.0033159153350278006 0.002511445255843859 50 GTEX 100 5e-05 0.1 75 7962 0.0 -71 0.0032699304041407945 0.0024399754242482863 50 GTEX 100 5e-05 0.1 75 7962 0.0 -72 0.00319195034709294 0.0023853662499038948 50 GTEX 100 5e-05 0.1 75 7962 0.0 -73 0.003118824272350522 0.002334683498335797 50 GTEX 100 5e-05 0.1 75 7962 0.0 -74 0.0030688143270748355 0.002291620113203451 50 GTEX 100 5e-05 0.1 75 7962 0.0 -75 0.003023361604713085 0.002251883500836393 50 GTEX 100 5e-05 0.1 75 7962 0.0 -76 0.0029380169242216735 0.002210463557441935 50 GTEX 100 5e-05 0.1 75 7962 0.0 -77 0.002960711684207047 0.0021789970388547465 50 GTEX 100 5e-05 0.1 75 7962 0.0 -78 0.002890982570410368 0.0021459012077200607 50 GTEX 100 5e-05 0.1 75 7962 0.0 -79 0.0028510713567659204 0.0021068660660554786 50 GTEX 100 5e-05 0.1 75 7962 0.0 -80 0.0028417708174738408 0.002085350663002807 50 GTEX 100 5e-05 0.1 75 7962 0.0 -81 0.0028025943300323476 0.0020710288535028044 50 GTEX 100 5e-05 0.1 75 7962 0.0 -82 0.0027739656159218064 0.002043218466766646 50 GTEX 100 5e-05 0.1 75 7962 0.0 -83 0.0027677052700759283 0.002013377372101091 50 GTEX 100 5e-05 0.1 75 7962 0.0 -84 0.0027313534136400378 0.0019947079640189927 50 GTEX 100 5e-05 0.1 75 7962 0.0 -85 0.0026906646217885635 0.0019727911618219497 50 GTEX 100 5e-05 0.1 75 7962 0.0 -86 0.002669224739140619 0.001952019553523539 50 GTEX 100 5e-05 0.1 75 7962 0.0 -87 0.0026767180705868205 0.00192366940249997 50 GTEX 100 5e-05 0.1 75 7962 0.0 -88 0.0026260327829487383 0.0019093791375683882 50 GTEX 100 5e-05 0.1 75 7962 0.0 -89 0.002640883929306785 0.0019035051904792257 50 GTEX 100 5e-05 0.1 75 7962 0.0 -90 0.0026290034254523157 0.0018883655870248325 50 GTEX 100 5e-05 0.1 75 7962 0.0 -91 0.0026033862758661204 0.0018752839074544466 50 GTEX 100 5e-05 0.1 75 7962 0.0 -92 0.0026043878010484672 0.001866277201480087 50 GTEX 100 5e-05 0.1 75 7962 0.0 -93 0.0025797323891905816 0.001856663801925108 50 GTEX 100 5e-05 0.1 75 7962 0.0 -94 0.0025460026565841992 0.0018357979326275224 50 GTEX 100 5e-05 0.1 75 7962 0.0 -95 0.002548127260580116 0.0018380597409059227 50 GTEX 100 5e-05 0.1 75 7962 0.0 -96 0.0025309106072921904 0.0018269855866807126 50 GTEX 100 5e-05 0.1 75 7962 0.0 -97 0.002532082202925875 0.0018149625690133371 50 GTEX 100 5e-05 0.1 75 7962 0.0 -98 0.0025007689385330087 0.001798732280810877 50 GTEX 100 5e-05 0.1 75 7962 0.0 -99 0.002521525312284346 0.0017926546243929478 50 GTEX 100 5e-05 0.1 75 7962 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00005lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00005lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 842141032..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00005lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1398055773750585 0.10928551719555836 50 GTEX 100 5e-05 0.5 75 654 0.0 -1 0.1046486462840148 0.09458636604391124 50 GTEX 100 5e-05 0.5 75 654 0.0 -2 0.09256563238147145 0.0826857628392856 50 GTEX 100 5e-05 0.5 75 654 0.0 -3 0.0793865249938165 0.06759611584472792 50 GTEX 100 5e-05 0.5 75 654 0.0 -4 0.06789970084327547 0.06118332251849737 50 GTEX 100 5e-05 0.5 75 654 0.0 -5 0.06374285746929675 0.05938624327881935 50 GTEX 100 5e-05 0.5 75 654 0.0 -6 0.061806855468075315 0.05817017101544618 50 GTEX 100 5e-05 0.5 75 654 0.0 -7 0.06048381947169047 0.05724475517189095 50 GTEX 100 5e-05 0.5 75 654 0.0 -8 0.05937857878947001 0.0564707522510689 50 GTEX 100 5e-05 0.5 75 654 0.0 -9 0.0584883087573295 0.05562670071372061 50 GTEX 100 5e-05 0.5 75 654 0.0 -10 0.05761546971658297 0.05493115126633372 50 GTEX 100 5e-05 0.5 75 654 0.0 -11 0.0568401297841434 0.05442254233949538 50 GTEX 100 5e-05 0.5 75 654 0.0 -12 0.0562453149948035 0.05387038048427595 50 GTEX 100 5e-05 0.5 75 654 0.0 -13 0.055614199405145504 0.05333359458770589 50 GTEX 100 5e-05 0.5 75 654 0.0 -14 0.0550109297812325 0.05268609064840092 50 GTEX 100 5e-05 0.5 75 654 0.0 -15 0.054332566647947285 0.05199092672606612 50 GTEX 100 5e-05 0.5 75 654 0.0 -16 0.05373306284944195 0.0515264046197835 50 GTEX 100 5e-05 0.5 75 654 0.0 -17 0.05321419221021765 0.05110490951021361 50 GTEX 100 5e-05 0.5 75 654 0.0 -18 0.05279491596955665 0.05059055652568549 50 GTEX 100 5e-05 0.5 75 654 0.0 -19 0.052266868303749395 0.05011503392752586 50 GTEX 100 5e-05 0.5 75 654 0.0 -20 0.051766360315332015 0.049724019915148784 50 GTEX 100 5e-05 0.5 75 654 0.0 -21 0.051260819305861856 0.04916731304995461 50 GTEX 100 5e-05 0.5 75 654 0.0 -22 0.050611285982885466 0.04847653104636832 50 GTEX 100 5e-05 0.5 75 654 0.0 -23 0.04995636356886493 0.047745950675849226 50 GTEX 100 5e-05 0.5 75 654 0.0 -24 0.04925517453284277 0.047212196754808665 50 GTEX 100 5e-05 0.5 75 654 0.0 -25 0.048697055931424114 0.04668696108539748 50 GTEX 100 5e-05 0.5 75 654 0.0 -26 0.04802403283552684 0.04591076242464803 50 GTEX 100 5e-05 0.5 75 654 0.0 -27 0.047283632021459916 0.045301293642631954 50 GTEX 100 5e-05 0.5 75 654 0.0 -28 0.04657118325675064 0.04459528075424891 50 GTEX 100 5e-05 0.5 75 654 0.0 -29 0.04586075719245651 0.043925520344265515 50 GTEX 100 5e-05 0.5 75 654 0.0 -30 0.045245388798392835 0.043299540140782924 50 GTEX 100 5e-05 0.5 75 654 0.0 -31 0.04448511317495095 0.04246946005681848 50 GTEX 100 5e-05 0.5 75 654 0.0 -32 0.043607411106328875 0.041546837380687096 50 GTEX 100 5e-05 0.5 75 654 0.0 -33 0.04266324049538489 0.04065106435193762 50 GTEX 100 5e-05 0.5 75 654 0.0 -34 0.04178938295350251 0.03989885525756689 50 GTEX 100 5e-05 0.5 75 654 0.0 -35 0.040981146772481124 0.03899686267252431 50 GTEX 100 5e-05 0.5 75 654 0.0 -36 0.04011411136334003 0.03820828084936613 50 GTEX 100 5e-05 0.5 75 654 0.0 -37 0.03922433469547217 0.03722678024335959 50 GTEX 100 5e-05 0.5 75 654 0.0 -38 0.03816773149507457 0.03623609941013639 50 GTEX 100 5e-05 0.5 75 654 0.0 -39 0.036988729581329705 0.034893913948802216 50 GTEX 100 5e-05 0.5 75 654 0.0 -40 0.03566228467713342 0.03367826370203676 50 GTEX 100 5e-05 0.5 75 654 0.0 -41 0.03449230170339972 0.03242640173551361 50 GTEX 100 5e-05 0.5 75 654 0.0 -42 0.03314783064556233 0.03114020862322683 50 GTEX 100 5e-05 0.5 75 654 0.0 -43 0.03198175045822079 0.03000187060083953 50 GTEX 100 5e-05 0.5 75 654 0.0 -44 0.030698026617900602 0.028634376767243723 50 GTEX 100 5e-05 0.5 75 654 0.0 -45 0.029438634097593456 0.02746582427150623 50 GTEX 100 5e-05 0.5 75 654 0.0 -46 0.028160292825419497 0.026170696691386826 50 GTEX 100 5e-05 0.5 75 654 0.0 -47 0.02684563514897038 0.024883367436382028 50 GTEX 100 5e-05 0.5 75 654 0.0 -48 0.02546016135803621 0.02342205727649959 50 GTEX 100 5e-05 0.5 75 654 0.0 -49 0.023918999431809654 0.02185339331201954 50 GTEX 100 5e-05 0.5 75 654 0.0 -50 0.022057928168148454 0.019617424558975624 50 GTEX 100 5e-05 0.5 75 654 0.0 -51 0.019261696439949037 0.016051047612619038 50 GTEX 100 5e-05 0.5 75 654 0.0 -52 0.015530341997009952 0.01217752795121119 50 GTEX 100 5e-05 0.5 75 654 0.0 -53 0.012496298187392351 0.009730747298907645 50 GTEX 100 5e-05 0.5 75 654 0.0 -54 0.01062277817530643 0.008178312236712289 50 GTEX 100 5e-05 0.5 75 654 0.0 -55 0.0094162043114392 0.007146348069269678 50 GTEX 100 5e-05 0.5 75 654 0.0 -56 0.008512360424537605 0.0064347895958280265 50 GTEX 100 5e-05 0.5 75 654 0.0 -57 0.007926938431474217 0.0059490788643011125 50 GTEX 100 5e-05 0.5 75 654 0.0 -58 0.007430474714091628 0.005570217626197653 50 GTEX 100 5e-05 0.5 75 654 0.0 -59 0.0070678013731732695 0.005260010795249912 50 GTEX 100 5e-05 0.5 75 654 0.0 -60 0.00677476401499923 0.0050303075027018215 50 GTEX 100 5e-05 0.5 75 654 0.0 -61 0.006515380579557573 0.0048406976983376105 50 GTEX 100 5e-05 0.5 75 654 0.0 -62 0.006347747626743429 0.0046801046687868835 50 GTEX 100 5e-05 0.5 75 654 0.0 -63 0.006152628427667494 0.004577325248892487 50 GTEX 100 5e-05 0.5 75 654 0.0 -64 0.0059937325196941366 0.004436410573123469 50 GTEX 100 5e-05 0.5 75 654 0.0 -65 0.00591571034833685 0.004439080412899757 50 GTEX 100 5e-05 0.5 75 654 0.0 -66 0.005805964721411032 0.004349742692934186 50 GTEX 100 5e-05 0.5 75 654 0.0 -67 0.005719020487708172 0.0042499519225932345 50 GTEX 100 5e-05 0.5 75 654 0.0 -68 0.005687557323223401 0.0041981530119045265 50 GTEX 100 5e-05 0.5 75 654 0.0 -69 0.005639719116511643 0.00417085858539965 50 GTEX 100 5e-05 0.5 75 654 0.0 -70 0.005586663567988072 0.004087822651667627 50 GTEX 100 5e-05 0.5 75 654 0.0 -71 0.005484461009851054 0.00405568069160452 50 GTEX 100 5e-05 0.5 75 654 0.0 -72 0.0054644758736743645 0.004022966748539061 50 GTEX 100 5e-05 0.5 75 654 0.0 -73 0.005378528818670313 0.004001275883693631 50 GTEX 100 5e-05 0.5 75 654 0.0 -74 0.005343293784723572 0.003976952045989496 50 GTEX 100 5e-05 0.5 75 654 0.0 -75 0.0053399919617432776 0.003931175364967535 50 GTEX 100 5e-05 0.5 75 654 0.0 -76 0.005280483582736736 0.003838547678512057 50 GTEX 100 5e-05 0.5 75 654 0.0 -77 0.005256573264058662 0.003849249084820057 50 GTEX 100 5e-05 0.5 75 654 0.0 -78 0.005209819522574253 0.0038168791078647224 50 GTEX 100 5e-05 0.5 75 654 0.0 -79 0.005212129456811247 0.0037968563196557384 50 GTEX 100 5e-05 0.5 75 654 0.0 -80 0.005147098478762482 0.00373497407019365 50 GTEX 100 5e-05 0.5 75 654 0.0 -81 0.005135949821187492 0.003743129457920761 50 GTEX 100 5e-05 0.5 75 654 0.0 -82 0.0051235423637907215 0.003691649335762309 50 GTEX 100 5e-05 0.5 75 654 0.0 -83 0.0050697510887802695 0.0036791739339086835 50 GTEX 100 5e-05 0.5 75 654 0.0 -84 0.005072357624663359 0.0036691625238690143 50 GTEX 100 5e-05 0.5 75 654 0.0 -85 0.005046145220897959 0.0036718319789878317 50 GTEX 100 5e-05 0.5 75 654 0.0 -86 0.005009412660634454 0.003632711035468591 50 GTEX 100 5e-05 0.5 75 654 0.0 -87 0.004994119507421662 0.003601918019577436 50 GTEX 100 5e-05 0.5 75 654 0.0 -88 0.004964862635934273 0.0035962640828392806 50 GTEX 100 5e-05 0.5 75 654 0.0 -89 0.004960004563832045 0.0036072014373312827 50 GTEX 100 5e-05 0.5 75 654 0.0 -90 0.004958679559341032 0.003562066707133312 50 GTEX 100 5e-05 0.5 75 654 0.0 -91 0.0049132960232678505 0.003572327917452349 50 GTEX 100 5e-05 0.5 75 654 0.0 -92 0.004890121149427082 0.0035703931735941836 50 GTEX 100 5e-05 0.5 75 654 0.0 -93 0.004881746966385506 0.00350361742821129 50 GTEX 100 5e-05 0.5 75 654 0.0 -94 0.004867436625578908 0.003511314351596788 50 GTEX 100 5e-05 0.5 75 654 0.0 -95 0.004874753924343451 0.003509859804120694 50 GTEX 100 5e-05 0.5 75 654 0.0 -96 0.004858857563474374 0.0035212524770847574 50 GTEX 100 5e-05 0.5 75 654 0.0 -97 0.004860257870860313 0.0034870518913258843 50 GTEX 100 5e-05 0.5 75 654 0.0 -98 0.004827286466160083 0.003459762021839024 50 GTEX 100 5e-05 0.5 75 654 0.0 -99 0.004816167121808187 0.003436965328736847 50 GTEX 100 5e-05 0.5 75 654 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00005lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00005lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 64a4492be..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.00005lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.1357369133577914 0.11137524759928083 50 GTEX 100 5e-05 0.0 75 7691 0.0 -1 0.1022087311205119 0.09650409919964044 50 GTEX 100 5e-05 0.0 75 7691 0.0 -2 0.08824218420823952 0.08089755889127463 50 GTEX 100 5e-05 0.0 75 7691 0.0 -3 0.07239575147057419 0.06809203930114159 50 GTEX 100 5e-05 0.0 75 7691 0.0 -4 0.06520777380874444 0.06430745156687248 50 GTEX 100 5e-05 0.0 75 7691 0.0 -5 0.06285643101358686 0.06250886084377312 50 GTEX 100 5e-05 0.0 75 7691 0.0 -6 0.06139794139291261 0.061030262627925706 50 GTEX 100 5e-05 0.0 75 7691 0.0 -7 0.06011286136492877 0.05981575864802748 50 GTEX 100 5e-05 0.0 75 7691 0.0 -8 0.059117678429306125 0.05888824994204842 50 GTEX 100 5e-05 0.0 75 7691 0.0 -9 0.05827463630933538 0.05810649501790112 50 GTEX 100 5e-05 0.0 75 7691 0.0 -10 0.05761251546496812 0.05750026308821635 50 GTEX 100 5e-05 0.0 75 7691 0.0 -11 0.05707520168159345 0.05694011058445892 50 GTEX 100 5e-05 0.0 75 7691 0.0 -12 0.05653809958773177 0.056399537130000475 50 GTEX 100 5e-05 0.0 75 7691 0.0 -13 0.05607121737479685 0.05599748545074871 50 GTEX 100 5e-05 0.0 75 7691 0.0 -14 0.05571384038380689 0.05565994740693968 50 GTEX 100 5e-05 0.0 75 7691 0.0 -15 0.05539193574279733 0.055354540402728344 50 GTEX 100 5e-05 0.0 75 7691 0.0 -16 0.055095055213844786 0.05505797933404663 50 GTEX 100 5e-05 0.0 75 7691 0.0 -17 0.054781394016957405 0.05469767196181836 50 GTEX 100 5e-05 0.0 75 7691 0.0 -18 0.0543817157624068 0.05431860365228508 50 GTEX 100 5e-05 0.0 75 7691 0.0 -19 0.05408888956758343 0.05408357102211437 50 GTEX 100 5e-05 0.0 75 7691 0.0 -20 0.053862183590011235 0.053809201387341486 50 GTEX 100 5e-05 0.0 75 7691 0.0 -21 0.053569491956592726 0.053579556213925544 50 GTEX 100 5e-05 0.0 75 7691 0.0 -22 0.053363694535794426 0.05340250975987077 50 GTEX 100 5e-05 0.0 75 7691 0.0 -23 0.05316368283711203 0.053141968338945064 50 GTEX 100 5e-05 0.0 75 7691 0.0 -24 0.05290238422307115 0.05291122943162918 50 GTEX 100 5e-05 0.0 75 7691 0.0 -25 0.05264377857719667 0.052706329605255293 50 GTEX 100 5e-05 0.0 75 7691 0.0 -26 0.052478359687337155 0.05256703331669927 50 GTEX 100 5e-05 0.0 75 7691 0.0 -27 0.05225970563296281 0.052258122478657805 50 GTEX 100 5e-05 0.0 75 7691 0.0 -28 0.05194696516004764 0.05200513353847506 50 GTEX 100 5e-05 0.0 75 7691 0.0 -29 0.05176182083090608 0.05187993087299423 50 GTEX 100 5e-05 0.0 75 7691 0.0 -30 0.05156238653844735 0.051662911947802446 50 GTEX 100 5e-05 0.0 75 7691 0.0 -31 0.05136295456371968 0.051499283975238126 50 GTEX 100 5e-05 0.0 75 7691 0.0 -32 0.05119211172988614 0.05127155911814804 50 GTEX 100 5e-05 0.0 75 7691 0.0 -33 0.050986516120108426 0.051132805950004794 50 GTEX 100 5e-05 0.0 75 7691 0.0 -34 0.05085364380916119 0.05104532981638446 50 GTEX 100 5e-05 0.0 75 7691 0.0 -35 0.050691154057179104 0.050791947836828326 50 GTEX 100 5e-05 0.0 75 7691 0.0 -36 0.05039147007157801 0.05054729278889899 50 GTEX 100 5e-05 0.0 75 7691 0.0 -37 0.05015700347418579 0.05028112732695536 50 GTEX 100 5e-05 0.0 75 7691 0.0 -38 0.049935997544529195 0.05012733131618781 50 GTEX 100 5e-05 0.0 75 7691 0.0 -39 0.04962348239402893 0.04963923415643634 50 GTEX 100 5e-05 0.0 75 7691 0.0 -40 0.04927909360425115 0.049406445022148325 50 GTEX 100 5e-05 0.0 75 7691 0.0 -41 0.04903546061626115 0.04922262336279729 50 GTEX 100 5e-05 0.0 75 7691 0.0 -42 0.0488364439832663 0.04892412208360637 50 GTEX 100 5e-05 0.0 75 7691 0.0 -43 0.04841235100481633 0.04845885484844106 50 GTEX 100 5e-05 0.0 75 7691 0.0 -44 0.04807788482854884 0.048212806074508244 50 GTEX 100 5e-05 0.0 75 7691 0.0 -45 0.04766661564980752 0.047728907819766506 50 GTEX 100 5e-05 0.0 75 7691 0.0 -46 0.04733790127099902 0.04748091261706425 50 GTEX 100 5e-05 0.0 75 7691 0.0 -47 0.04689777869382151 0.046935889777858446 50 GTEX 100 5e-05 0.0 75 7691 0.0 -48 0.046410834507842974 0.046524990973250496 50 GTEX 100 5e-05 0.0 75 7691 0.0 -49 0.046073798279100804 0.046173291394182484 50 GTEX 100 5e-05 0.0 75 7691 0.0 -50 0.04548504725854135 0.0454466526853381 50 GTEX 100 5e-05 0.0 75 7691 0.0 -51 0.044848362498400116 0.04496164904631136 50 GTEX 100 5e-05 0.0 75 7691 0.0 -52 0.04441362205435158 0.04445216029230859 50 GTEX 100 5e-05 0.0 75 7691 0.0 -53 0.04399370895786221 0.0440878312284049 50 GTEX 100 5e-05 0.0 75 7691 0.0 -54 0.043342221542064296 0.043358097624869404 50 GTEX 100 5e-05 0.0 75 7691 0.0 -55 0.04289429609074416 0.04302431361841838 50 GTEX 100 5e-05 0.0 75 7691 0.0 -56 0.0424417231172509 0.0425438394153866 50 GTEX 100 5e-05 0.0 75 7691 0.0 -57 0.042079079354358374 0.04200274889630057 50 GTEX 100 5e-05 0.0 75 7691 0.0 -58 0.04145344355103961 0.0414518573013322 50 GTEX 100 5e-05 0.0 75 7691 0.0 -59 0.04092482229047609 0.040892578052363925 50 GTEX 100 5e-05 0.0 75 7691 0.0 -60 0.0403355754104432 0.04038736785800965 50 GTEX 100 5e-05 0.0 75 7691 0.0 -61 0.039802663318645216 0.039766627339072554 50 GTEX 100 5e-05 0.0 75 7691 0.0 -62 0.03925827842745255 0.03927614432210705 50 GTEX 100 5e-05 0.0 75 7691 0.0 -63 0.03869614738853338 0.03857452612186113 50 GTEX 100 5e-05 0.0 75 7691 0.0 -64 0.03810124650748677 0.038109303965541345 50 GTEX 100 5e-05 0.0 75 7691 0.0 -65 0.03751210359559588 0.037333331584307176 50 GTEX 100 5e-05 0.0 75 7691 0.0 -66 0.03683403859217378 0.03684880794114486 50 GTEX 100 5e-05 0.0 75 7691 0.0 -67 0.036222604292759586 0.036145800774201695 50 GTEX 100 5e-05 0.0 75 7691 0.0 -68 0.03553728979768365 0.03530533219414972 50 GTEX 100 5e-05 0.0 75 7691 0.0 -69 0.034673180765211364 0.03448589717678924 50 GTEX 100 5e-05 0.0 75 7691 0.0 -70 0.033788010782984323 0.03370106687677224 50 GTEX 100 5e-05 0.0 75 7691 0.0 -71 0.03317589545430635 0.03311262572247946 50 GTEX 100 5e-05 0.0 75 7691 0.0 -72 0.03250234402827128 0.03210241838000687 50 GTEX 100 5e-05 0.0 75 7691 0.0 -73 0.0313033102633294 0.03105049435856678 50 GTEX 100 5e-05 0.0 75 7691 0.0 -74 0.03042004293682168 0.030200434873454245 50 GTEX 100 5e-05 0.0 75 7691 0.0 -75 0.029716344553596733 0.029594495740255248 50 GTEX 100 5e-05 0.0 75 7691 0.0 -76 0.029053451156544122 0.028878245364605475 50 GTEX 100 5e-05 0.0 75 7691 0.0 -77 0.028399724257712294 0.02829856860377036 50 GTEX 100 5e-05 0.0 75 7691 0.0 -78 0.027825308783235424 0.027713430801073635 50 GTEX 100 5e-05 0.0 75 7691 0.0 -79 0.02727259701216052 0.02717045150314787 50 GTEX 100 5e-05 0.0 75 7691 0.0 -80 0.026680565476449022 0.02639431692659855 50 GTEX 100 5e-05 0.0 75 7691 0.0 -81 0.025789456249182146 0.0255008710109179 50 GTEX 100 5e-05 0.0 75 7691 0.0 -82 0.025051562293413272 0.02496926636282822 50 GTEX 100 5e-05 0.0 75 7691 0.0 -83 0.02456208748078509 0.024509297623635472 50 GTEX 100 5e-05 0.0 75 7691 0.0 -84 0.024178859684390062 0.024167897994187396 50 GTEX 100 5e-05 0.0 75 7691 0.0 -85 0.023859165321625915 0.023787168601789855 50 GTEX 100 5e-05 0.0 75 7691 0.0 -86 0.02341876533092976 0.0234033244736351 50 GTEX 100 5e-05 0.0 75 7691 0.0 -87 0.023098918741439656 0.023106468235896793 50 GTEX 100 5e-05 0.0 75 7691 0.0 -88 0.022718822455077534 0.022616843020139766 50 GTEX 100 5e-05 0.0 75 7691 0.0 -89 0.022305208604318092 0.022205062366370466 50 GTEX 100 5e-05 0.0 75 7691 0.0 -90 0.02191191879253088 0.021892937208338157 50 GTEX 100 5e-05 0.0 75 7691 0.0 -91 0.021439947023613154 0.021292747890739615 50 GTEX 100 5e-05 0.0 75 7691 0.0 -92 0.020908225729102958 0.020671740390303697 50 GTEX 100 5e-05 0.0 75 7691 0.0 -93 0.020133981581734444 0.019928124418106822 50 GTEX 100 5e-05 0.0 75 7691 0.0 -94 0.019278028119897293 0.018802680507188967 50 GTEX 100 5e-05 0.0 75 7691 0.0 -95 0.018217293328587 0.017979419375893733 50 GTEX 100 5e-05 0.0 75 7691 0.0 -96 0.0173352890480414 0.016865592439280038 50 GTEX 100 5e-05 0.0 75 7691 0.0 -97 0.016228304901235557 0.015628040219327795 50 GTEX 100 5e-05 0.0 75 7691 0.0 -98 0.011187647198464316 0.006223027340309985 50 GTEX 100 5e-05 0.0 75 7691 0.0 -99 0.00483852973556278 0.0039614465724174 50 GTEX 100 5e-05 0.0 75 7691 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.0005lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.0005lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 08bb7a261..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.0005lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.10739255739112105 0.07500616038933453 100 GTEX 100 0.0005 0.1 75 9169 0.0 -1 0.06338717937713455 0.05618956772886755 100 GTEX 100 0.0005 0.1 75 9169 0.0 -2 0.05497783780439522 0.051832591980242454 100 GTEX 100 0.0005 0.1 75 9169 0.0 -3 0.05050114322789395 0.0470467979520446 100 GTEX 100 0.0005 0.1 75 9169 0.0 -4 0.04206274147851296 0.025860974111881093 100 GTEX 100 0.0005 0.1 75 9169 0.0 -5 0.011229689661431138 0.00587765901870034 100 GTEX 100 0.0005 0.1 75 9169 0.0 -6 0.005716852363196241 0.004635480469793875 100 GTEX 100 0.0005 0.1 75 9169 0.0 -7 0.004950530581499741 0.004080528296006156 100 GTEX 100 0.0005 0.1 75 9169 0.0 -8 0.004519312379802449 0.0037039928775663158 100 GTEX 100 0.0005 0.1 75 9169 0.0 -9 0.004323381467092654 0.003417109023290952 100 GTEX 100 0.0005 0.1 75 9169 0.0 -10 0.004097036339217264 0.003219142333098011 100 GTEX 100 0.0005 0.1 75 9169 0.0 -11 0.003953870642645766 0.003071058630065093 100 GTEX 100 0.0005 0.1 75 9169 0.0 -12 0.0038293294994324032 0.0029538475550682825 100 GTEX 100 0.0005 0.1 75 9169 0.0 -13 0.0036786565873596798 0.0028897847647392704 100 GTEX 100 0.0005 0.1 75 9169 0.0 -14 0.0036705959485437488 0.0027756600422933412 100 GTEX 100 0.0005 0.1 75 9169 0.0 -15 0.0035723457995830103 0.0027212104352878075 100 GTEX 100 0.0005 0.1 75 9169 0.0 -16 0.0035072114748068276 0.0026565739405146685 100 GTEX 100 0.0005 0.1 75 9169 0.0 -17 0.003447736365078433 0.002614916709496041 100 GTEX 100 0.0005 0.1 75 9169 0.0 -18 0.003377460480450339 0.0025704337298133526 100 GTEX 100 0.0005 0.1 75 9169 0.0 -19 0.0033536473129714326 0.0025358779750721877 100 GTEX 100 0.0005 0.1 75 9169 0.0 -20 0.003306862751664965 0.0024751316368254077 100 GTEX 100 0.0005 0.1 75 9169 0.0 -21 0.003287708851702301 0.002430392387624079 100 GTEX 100 0.0005 0.1 75 9169 0.0 -22 0.0032469631827210027 0.002377199753587747 100 GTEX 100 0.0005 0.1 75 9169 0.0 -23 0.003197179017184172 0.0023576196499112212 100 GTEX 100 0.0005 0.1 75 9169 0.0 -24 0.0031997027649143103 0.0023518268128736616 100 GTEX 100 0.0005 0.1 75 9169 0.0 -25 0.003155636252359058 0.002326849130063739 100 GTEX 100 0.0005 0.1 75 9169 0.0 -26 0.0031305029598721183 0.002316050559013175 100 GTEX 100 0.0005 0.1 75 9169 0.0 -27 0.0030959497257658677 0.002253471437253823 100 GTEX 100 0.0005 0.1 75 9169 0.0 -28 0.003071837362892248 0.002255906957332682 100 GTEX 100 0.0005 0.1 75 9169 0.0 -29 0.0030897257377026505 0.0022708021569997072 100 GTEX 100 0.0005 0.1 75 9169 0.0 -30 0.0030785981779730175 0.002236606168096793 100 GTEX 100 0.0005 0.1 75 9169 0.0 -31 0.0030551043374144587 0.002228403169158917 100 GTEX 100 0.0005 0.1 75 9169 0.0 -32 0.003081634028821521 0.002217528350056351 100 GTEX 100 0.0005 0.1 75 9169 0.0 -33 0.0030311780084631658 0.0022022408227871807 100 GTEX 100 0.0005 0.1 75 9169 0.0 -34 0.0030237446457501357 0.0021706196008526328 100 GTEX 100 0.0005 0.1 75 9169 0.0 -35 0.0030159260786942303 0.002192272351410226 100 GTEX 100 0.0005 0.1 75 9169 0.0 -36 0.002978082358445789 0.0021595711910126895 100 GTEX 100 0.0005 0.1 75 9169 0.0 -37 0.0029579801032168364 0.0021728677290027867 100 GTEX 100 0.0005 0.1 75 9169 0.0 -38 0.0029300600094530854 0.0021190258144036275 100 GTEX 100 0.0005 0.1 75 9169 0.0 -39 0.002897432118047667 0.0021061589463327096 100 GTEX 100 0.0005 0.1 75 9169 0.0 -40 0.002889667648024833 0.0021086461787172255 100 GTEX 100 0.0005 0.1 75 9169 0.0 -41 0.002862155780530077 0.002091080585083864 100 GTEX 100 0.0005 0.1 75 9169 0.0 -42 0.0028463970280066565 0.002059813671632043 100 GTEX 100 0.0005 0.1 75 9169 0.0 -43 0.002867867888640162 0.002086376528319382 100 GTEX 100 0.0005 0.1 75 9169 0.0 -44 0.0028430826791705868 0.002041400554979454 100 GTEX 100 0.0005 0.1 75 9169 0.0 -45 0.0028281972874262895 0.002015542088894478 100 GTEX 100 0.0005 0.1 75 9169 0.0 -46 0.002857235954176063 0.002042957950744622 100 GTEX 100 0.0005 0.1 75 9169 0.0 -47 0.0028260636762267775 0.002006533197587632 100 GTEX 100 0.0005 0.1 75 9169 0.0 -48 0.002825057083467149 0.001999486262109768 100 GTEX 100 0.0005 0.1 75 9169 0.0 -49 0.002820098601446717 0.0019854941310630154 100 GTEX 100 0.0005 0.1 75 9169 0.0 -50 0.0028431195973257217 0.001985696405561875 100 GTEX 100 0.0005 0.1 75 9169 0.0 -51 0.0027812438900865323 0.002003579476171885 100 GTEX 100 0.0005 0.1 75 9169 0.0 -52 0.0027376485735327916 0.001967992746012689 100 GTEX 100 0.0005 0.1 75 9169 0.0 -53 0.002735641791704726 0.0019508128195200752 100 GTEX 100 0.0005 0.1 75 9169 0.0 -54 0.002703369436946915 0.0019351578642483164 100 GTEX 100 0.0005 0.1 75 9169 0.0 -55 0.0026610142031594603 0.0019110771982325063 100 GTEX 100 0.0005 0.1 75 9169 0.0 -56 0.002686787102821228 0.0019159306751691627 100 GTEX 100 0.0005 0.1 75 9169 0.0 -57 0.0026704951578435812 0.001905552902570554 100 GTEX 100 0.0005 0.1 75 9169 0.0 -58 0.002626166728152932 0.0018852987838377858 100 GTEX 100 0.0005 0.1 75 9169 0.0 -59 0.002645416464253251 0.001873828987714909 100 GTEX 100 0.0005 0.1 75 9169 0.0 -60 0.0026487501131682908 0.0018610235307181516 100 GTEX 100 0.0005 0.1 75 9169 0.0 -61 0.0026142490049907738 0.001850010693947937 100 GTEX 100 0.0005 0.1 75 9169 0.0 -62 0.0026300402609130686 0.001847542465590082 100 GTEX 100 0.0005 0.1 75 9169 0.0 -63 0.002646993439335872 0.001848284534033487 100 GTEX 100 0.0005 0.1 75 9169 0.0 -64 0.0025999230382401503 0.0018684158146827564 100 GTEX 100 0.0005 0.1 75 9169 0.0 -65 0.002592349973501028 0.0018393580962022052 100 GTEX 100 0.0005 0.1 75 9169 0.0 -66 0.002595409581633868 0.0018335808402267302 100 GTEX 100 0.0005 0.1 75 9169 0.0 -67 0.002570689273085215 0.0018294279745995942 100 GTEX 100 0.0005 0.1 75 9169 0.0 -68 0.00258658257796294 0.0018494608661535235 100 GTEX 100 0.0005 0.1 75 9169 0.0 -69 0.0025735070033564974 0.0018122374702478712 100 GTEX 100 0.0005 0.1 75 9169 0.0 -70 0.0026045524316197577 0.001815196801288613 100 GTEX 100 0.0005 0.1 75 9169 0.0 -71 0.0025236392901080806 0.001837435868983033 100 GTEX 100 0.0005 0.1 75 9169 0.0 -72 0.0025605119508683755 0.0018452611971405749 100 GTEX 100 0.0005 0.1 75 9169 0.0 -73 0.002567046509629301 0.001817054807973367 100 GTEX 100 0.0005 0.1 75 9169 0.0 -74 0.0025312296136553803 0.0018161240816399625 100 GTEX 100 0.0005 0.1 75 9169 0.0 -75 0.0025554324678667036 0.0018115212119223388 100 GTEX 100 0.0005 0.1 75 9169 0.0 -76 0.002538079866519495 0.0017982661487718783 100 GTEX 100 0.0005 0.1 75 9169 0.0 -77 0.0025566674087574744 0.0017873943870101024 100 GTEX 100 0.0005 0.1 75 9169 0.0 -78 0.0025787442649402898 0.0018012830956587603 100 GTEX 100 0.0005 0.1 75 9169 0.0 -79 0.002552378117446743 0.0017970738916555172 100 GTEX 100 0.0005 0.1 75 9169 0.0 -80 0.002511039291139292 0.0017748177733215656 100 GTEX 100 0.0005 0.1 75 9169 0.0 -81 0.002536946555897255 0.0018195490075714404 100 GTEX 100 0.0005 0.1 75 9169 0.0 -82 0.002545052488868952 0.0017819920782276037 100 GTEX 100 0.0005 0.1 75 9169 0.0 -83 0.0024951810792526873 0.0017971009748169848 100 GTEX 100 0.0005 0.1 75 9169 0.0 -84 0.002553040975098992 0.001771935387054182 100 GTEX 100 0.0005 0.1 75 9169 0.0 -85 0.002519952387328523 0.001765627284736121 100 GTEX 100 0.0005 0.1 75 9169 0.0 -86 0.002538840461739161 0.0017831384017532373 100 GTEX 100 0.0005 0.1 75 9169 0.0 -87 0.002526542933681769 0.001781772224129861 100 GTEX 100 0.0005 0.1 75 9169 0.0 -88 0.0025448801405041203 0.0017982389297187611 100 GTEX 100 0.0005 0.1 75 9169 0.0 -89 0.0025192821784305215 0.001757163011306054 100 GTEX 100 0.0005 0.1 75 9169 0.0 -90 0.002487349007355414 0.0017565737736053735 100 GTEX 100 0.0005 0.1 75 9169 0.0 -91 0.0025144178121046428 0.0018097818523694978 100 GTEX 100 0.0005 0.1 75 9169 0.0 -92 0.002490866391890926 0.0017673694143539203 100 GTEX 100 0.0005 0.1 75 9169 0.0 -93 0.0025094965943987745 0.0017812312620483026 100 GTEX 100 0.0005 0.1 75 9169 0.0 -94 0.002502361525491933 0.0018261575782777806 100 GTEX 100 0.0005 0.1 75 9169 0.0 -95 0.0025265279370469767 0.0017818735948739 100 GTEX 100 0.0005 0.1 75 9169 0.0 -96 0.0024964105022269012 0.0017629772014809708 100 GTEX 100 0.0005 0.1 75 9169 0.0 -97 0.0024875359150259473 0.0018041846174180168 100 GTEX 100 0.0005 0.1 75 9169 0.0 -98 0.0024926178753978067 0.0017737845501582716 100 GTEX 100 0.0005 0.1 75 9169 0.0 -99 0.002521097117252282 0.001770744830575336 100 GTEX 100 0.0005 0.1 75 9169 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.0005lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.0005lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 7708d2679..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.0005lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.11055485726196133 0.07569261235202673 100 GTEX 100 0.0005 0.5 75 6818 0.0 -1 0.064839682071847 0.054050020037835086 100 GTEX 100 0.0005 0.5 75 6818 0.0 -2 0.053070532034654054 0.04763049975094233 100 GTEX 100 0.0005 0.5 75 6818 0.0 -3 0.040659077376799344 0.017288632237639264 100 GTEX 100 0.0005 0.5 75 6818 0.0 -4 0.01174733604284719 0.007804418689157006 100 GTEX 100 0.0005 0.5 75 6818 0.0 -5 0.008391886498978565 0.006768700757024973 100 GTEX 100 0.0005 0.5 75 6818 0.0 -6 0.007577884794828021 0.006130701927786884 100 GTEX 100 0.0005 0.5 75 6818 0.0 -7 0.0071290749441165315 0.005743616637720695 100 GTEX 100 0.0005 0.5 75 6818 0.0 -8 0.006838931448809198 0.005478790277763918 100 GTEX 100 0.0005 0.5 75 6818 0.0 -9 0.006564397673852827 0.005329591714327326 100 GTEX 100 0.0005 0.5 75 6818 0.0 -10 0.006429414418274644 0.005072765799501323 100 GTEX 100 0.0005 0.5 75 6818 0.0 -11 0.006258104873682036 0.0049514262335013754 100 GTEX 100 0.0005 0.5 75 6818 0.0 -12 0.006141819588864011 0.004954076974082582 100 GTEX 100 0.0005 0.5 75 6818 0.0 -13 0.00600681177192786 0.004614621266269412 100 GTEX 100 0.0005 0.5 75 6818 0.0 -14 0.00589718124936954 0.004592991531419324 100 GTEX 100 0.0005 0.5 75 6818 0.0 -15 0.005833423858679838 0.004701048328750147 100 GTEX 100 0.0005 0.5 75 6818 0.0 -16 0.0057421840797766245 0.004663405704450132 100 GTEX 100 0.0005 0.5 75 6818 0.0 -17 0.005736722694657758 0.004417176271643589 100 GTEX 100 0.0005 0.5 75 6818 0.0 -18 0.005697610834579011 0.0044087095012597935 100 GTEX 100 0.0005 0.5 75 6818 0.0 -19 0.005647352075833267 0.004373094945182818 100 GTEX 100 0.0005 0.5 75 6818 0.0 -20 0.0056636625657089665 0.004330261980498585 100 GTEX 100 0.0005 0.5 75 6818 0.0 -21 0.005576778228531528 0.004396244325806093 100 GTEX 100 0.0005 0.5 75 6818 0.0 -22 0.005571557118390057 0.004269112198978323 100 GTEX 100 0.0005 0.5 75 6818 0.0 -23 0.005559410213854735 0.004301277855092468 100 GTEX 100 0.0005 0.5 75 6818 0.0 -24 0.005516260236877882 0.004360206442895725 100 GTEX 100 0.0005 0.5 75 6818 0.0 -25 0.005476543011026343 0.0043296922625046036 100 GTEX 100 0.0005 0.5 75 6818 0.0 -26 0.005493935660793677 0.004179781822473547 100 GTEX 100 0.0005 0.5 75 6818 0.0 -27 0.0054572467364900476 0.004173080381112237 100 GTEX 100 0.0005 0.5 75 6818 0.0 -28 0.005469483651970027 0.004251177389061383 100 GTEX 100 0.0005 0.5 75 6818 0.0 -29 0.005435665981243779 0.004321138925156326 100 GTEX 100 0.0005 0.5 75 6818 0.0 -30 0.005418558474470749 0.004210327659864616 100 GTEX 100 0.0005 0.5 75 6818 0.0 -31 0.005398260447504283 0.0041138109965285306 100 GTEX 100 0.0005 0.5 75 6818 0.0 -32 0.005380872120561136 0.00420090385284204 100 GTEX 100 0.0005 0.5 75 6818 0.0 -33 0.005383934017158262 0.004081721800935416 100 GTEX 100 0.0005 0.5 75 6818 0.0 -34 0.005364671406386595 0.004174283826936164 100 GTEX 100 0.0005 0.5 75 6818 0.0 -35 0.0053440787487308095 0.003986569440183531 100 GTEX 100 0.0005 0.5 75 6818 0.0 -36 0.005347100978433296 0.004113902835380782 100 GTEX 100 0.0005 0.5 75 6818 0.0 -37 0.005321275053025032 0.004099738822201756 100 GTEX 100 0.0005 0.5 75 6818 0.0 -38 0.00527507547783766 0.004158102244159964 100 GTEX 100 0.0005 0.5 75 6818 0.0 -39 0.005276689474271506 0.004014229821572399 100 GTEX 100 0.0005 0.5 75 6818 0.0 -40 0.005297759628546874 0.004029670595669475 100 GTEX 100 0.0005 0.5 75 6818 0.0 -41 0.005273856545990411 0.004017955234040552 100 GTEX 100 0.0005 0.5 75 6818 0.0 -42 0.005213996307078163 0.0038803164278840498 100 GTEX 100 0.0005 0.5 75 6818 0.0 -43 0.005208189771865305 0.00389523023806739 100 GTEX 100 0.0005 0.5 75 6818 0.0 -44 0.0052158286906381374 0.0038813794697475524 100 GTEX 100 0.0005 0.5 75 6818 0.0 -45 0.00521194495661498 0.0039041254858879423 100 GTEX 100 0.0005 0.5 75 6818 0.0 -46 0.005202913470556435 0.004048705004516833 100 GTEX 100 0.0005 0.5 75 6818 0.0 -47 0.005182402595359011 0.004080307264475881 100 GTEX 100 0.0005 0.5 75 6818 0.0 -48 0.005186305118547037 0.003986082616980992 100 GTEX 100 0.0005 0.5 75 6818 0.0 -49 0.005168390638864228 0.003918373204781869 100 GTEX 100 0.0005 0.5 75 6818 0.0 -50 0.0051782420579431785 0.0038929369120005194 100 GTEX 100 0.0005 0.5 75 6818 0.0 -51 0.005158666791696367 0.003913809940176431 100 GTEX 100 0.0005 0.5 75 6818 0.0 -52 0.005174223080870058 0.003847977421830759 100 GTEX 100 0.0005 0.5 75 6818 0.0 -53 0.00514919782347416 0.003904450939748677 100 GTEX 100 0.0005 0.5 75 6818 0.0 -54 0.00513426448241446 0.0038344094692640885 100 GTEX 100 0.0005 0.5 75 6818 0.0 -55 0.005127690746546818 0.0037997201467534886 100 GTEX 100 0.0005 0.5 75 6818 0.0 -56 0.005130197720583857 0.003783470210034981 100 GTEX 100 0.0005 0.5 75 6818 0.0 -57 0.005085447651444386 0.003825407909024011 100 GTEX 100 0.0005 0.5 75 6818 0.0 -58 0.005097957386741391 0.0038469176183493644 100 GTEX 100 0.0005 0.5 75 6818 0.0 -59 0.005101697829698476 0.003780780416761061 100 GTEX 100 0.0005 0.5 75 6818 0.0 -60 0.005063679321368308 0.0038273936250873843 100 GTEX 100 0.0005 0.5 75 6818 0.0 -61 0.005070819567910224 0.003879361889526928 100 GTEX 100 0.0005 0.5 75 6818 0.0 -62 0.005059230070904698 0.0037523473094185607 100 GTEX 100 0.0005 0.5 75 6818 0.0 -63 0.0050249979430397424 0.0036720247335462856 100 GTEX 100 0.0005 0.5 75 6818 0.0 -64 0.005025463415101427 0.003721220333823233 100 GTEX 100 0.0005 0.5 75 6818 0.0 -65 0.005027821480230739 0.003731203902895233 100 GTEX 100 0.0005 0.5 75 6818 0.0 -66 0.005026722758104532 0.003676067990828093 100 GTEX 100 0.0005 0.5 75 6818 0.0 -67 0.005037891536162486 0.003574842485305304 100 GTEX 100 0.0005 0.5 75 6818 0.0 -68 0.00498175103173291 0.00369849688277895 100 GTEX 100 0.0005 0.5 75 6818 0.0 -69 0.00500406766019339 0.00368226249259631 100 GTEX 100 0.0005 0.5 75 6818 0.0 -70 0.005026049272386369 0.003693292496421378 100 GTEX 100 0.0005 0.5 75 6818 0.0 -71 0.005006363753365531 0.003716822502029769 100 GTEX 100 0.0005 0.5 75 6818 0.0 -72 0.005008897301035099 0.0037039244837860645 100 GTEX 100 0.0005 0.5 75 6818 0.0 -73 0.0050009583027899 0.0038741312110123754 100 GTEX 100 0.0005 0.5 75 6818 0.0 -74 0.005031570061611184 0.0037241195471950242 100 GTEX 100 0.0005 0.5 75 6818 0.0 -75 0.004952643142984197 0.0038962642513498836 100 GTEX 100 0.0005 0.5 75 6818 0.0 -76 0.00501375579128316 0.003714322582588393 100 GTEX 100 0.0005 0.5 75 6818 0.0 -77 0.00499104154887949 0.003622621044644045 100 GTEX 100 0.0005 0.5 75 6818 0.0 -78 0.00498961779546987 0.0036588021883379824 100 GTEX 100 0.0005 0.5 75 6818 0.0 -79 0.005001751179890999 0.0037451133418814086 100 GTEX 100 0.0005 0.5 75 6818 0.0 -80 0.004994771551077959 0.00375051719416287 100 GTEX 100 0.0005 0.5 75 6818 0.0 -81 0.005005496322795445 0.0037401892420102774 100 GTEX 100 0.0005 0.5 75 6818 0.0 -82 0.0049486285629597145 0.0036508193852188694 100 GTEX 100 0.0005 0.5 75 6818 0.0 -83 0.004944277654237769 0.003633670227340079 100 GTEX 100 0.0005 0.5 75 6818 0.0 -84 0.004978106772302605 0.003618883066403435 100 GTEX 100 0.0005 0.5 75 6818 0.0 -85 0.004973581360271935 0.0036399110039774005 100 GTEX 100 0.0005 0.5 75 6818 0.0 -86 0.00498139981082644 0.0037244523454018417 100 GTEX 100 0.0005 0.5 75 6818 0.0 -87 0.00498593923755504 0.003826812965823727 100 GTEX 100 0.0005 0.5 75 6818 0.0 -88 0.004960353822094486 0.003658370349464138 100 GTEX 100 0.0005 0.5 75 6818 0.0 -89 0.0049492031461948315 0.0037558871974722402 100 GTEX 100 0.0005 0.5 75 6818 0.0 -90 0.004979666239932515 0.0037352667347715723 100 GTEX 100 0.0005 0.5 75 6818 0.0 -91 0.004992949890713181 0.0037577790128484993 100 GTEX 100 0.0005 0.5 75 6818 0.0 -92 0.004968181186617035 0.003690961696129618 100 GTEX 100 0.0005 0.5 75 6818 0.0 -93 0.004974158175602072 0.003677737988538672 100 GTEX 100 0.0005 0.5 75 6818 0.0 -94 0.004939021054233085 0.003694072674726182 100 GTEX 100 0.0005 0.5 75 6818 0.0 -95 0.0049606530204650634 0.0036108868113389598 100 GTEX 100 0.0005 0.5 75 6818 0.0 -96 0.004938683333273792 0.003565809345970589 100 GTEX 100 0.0005 0.5 75 6818 0.0 -97 0.004922969673949215 0.003544579876211433 100 GTEX 100 0.0005 0.5 75 6818 0.0 -98 0.004958678125613854 0.0036841571789603157 100 GTEX 100 0.0005 0.5 75 6818 0.0 -99 0.004975302601299037 0.003903190334444377 100 GTEX 100 0.0005 0.5 75 6818 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.0005lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.0005lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index ac3e1a2cd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.0005lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.10660901735180142 0.07364749129394162 100 GTEX 100 0.0005 0.0 75 4720 0.0 -1 0.06206754471992973 0.05807408220187793 100 GTEX 100 0.0005 0.0 75 4720 0.0 -2 0.055353612147623424 0.05439430575803659 100 GTEX 100 0.0005 0.0 75 4720 0.0 -3 0.05267220166348235 0.05220145416293761 100 GTEX 100 0.0005 0.0 75 4720 0.0 -4 0.050655528232872366 0.05011847792299528 100 GTEX 100 0.0005 0.0 75 4720 0.0 -5 0.048713979380248754 0.048066295060141456 100 GTEX 100 0.0005 0.0 75 4720 0.0 -6 0.046154029993984734 0.04407438811467174 100 GTEX 100 0.0005 0.0 75 4720 0.0 -7 0.025583349809070628 0.006952543194076407 100 GTEX 100 0.0005 0.0 75 4720 0.0 -8 0.005340318148203129 0.004422969452172744 100 GTEX 100 0.0005 0.0 75 4720 0.0 -9 0.003905243944592937 0.0035881758428500973 100 GTEX 100 0.0005 0.0 75 4720 0.0 -10 0.0033198774454972946 0.0031626962927371943 100 GTEX 100 0.0005 0.0 75 4720 0.0 -11 0.002997890013555665 0.002899129991862257 100 GTEX 100 0.0005 0.0 75 4720 0.0 -12 0.002784819889041806 0.0027171483452824927 100 GTEX 100 0.0005 0.0 75 4720 0.0 -13 0.00263152818168075 0.002579180658316884 100 GTEX 100 0.0005 0.0 75 4720 0.0 -14 0.0025125391150446863 0.0024657253071509954 100 GTEX 100 0.0005 0.0 75 4720 0.0 -15 0.002411047285420715 0.0023779441609610395 100 GTEX 100 0.0005 0.0 75 4720 0.0 -16 0.0023278021578285167 0.0023005265289273097 100 GTEX 100 0.0005 0.0 75 4720 0.0 -17 0.002256212073089139 0.0022299716234943714 100 GTEX 100 0.0005 0.0 75 4720 0.0 -18 0.0021953383003243177 0.0021711073102280783 100 GTEX 100 0.0005 0.0 75 4720 0.0 -19 0.002141406698380851 0.0021190542794990675 100 GTEX 100 0.0005 0.0 75 4720 0.0 -20 0.002095198197924529 0.0020811691616410425 100 GTEX 100 0.0005 0.0 75 4720 0.0 -21 0.0020573140286332977 0.0020429256488126435 100 GTEX 100 0.0005 0.0 75 4720 0.0 -22 0.00202328365979738 0.0020133490349297117 100 GTEX 100 0.0005 0.0 75 4720 0.0 -23 0.0019954001959480187 0.001987434977651379 100 GTEX 100 0.0005 0.0 75 4720 0.0 -24 0.0019672765417489417 0.001956826487127621 100 GTEX 100 0.0005 0.0 75 4720 0.0 -25 0.0019437629379832995 0.001940734848245525 100 GTEX 100 0.0005 0.0 75 4720 0.0 -26 0.0019222257892579846 0.0019164664893032196 100 GTEX 100 0.0005 0.0 75 4720 0.0 -27 0.0019039039473643827 0.0019015194055847398 100 GTEX 100 0.0005 0.0 75 4720 0.0 -28 0.0018843577253446612 0.0018819308633466355 100 GTEX 100 0.0005 0.0 75 4720 0.0 -29 0.0018657394889964466 0.0018639332763567397 100 GTEX 100 0.0005 0.0 75 4720 0.0 -30 0.001847325825467694 0.0018463927956772507 100 GTEX 100 0.0005 0.0 75 4720 0.0 -31 0.0018301120025464943 0.0018317126673416096 100 GTEX 100 0.0005 0.0 75 4720 0.0 -32 0.0018147581752591929 0.0018201861605791822 100 GTEX 100 0.0005 0.0 75 4720 0.0 -33 0.0017988714853713248 0.0017986002001033196 100 GTEX 100 0.0005 0.0 75 4720 0.0 -34 0.0017843349911089547 0.0017866980711161071 100 GTEX 100 0.0005 0.0 75 4720 0.0 -35 0.0017704933172126667 0.0017750548891999366 100 GTEX 100 0.0005 0.0 75 4720 0.0 -36 0.0017588946352509861 0.0017660265622887151 100 GTEX 100 0.0005 0.0 75 4720 0.0 -37 0.001746764734767718 0.001752986251323452 100 GTEX 100 0.0005 0.0 75 4720 0.0 -38 0.0017376609276057399 0.0017396120302301226 100 GTEX 100 0.0005 0.0 75 4720 0.0 -39 0.0017257732621369405 0.00173257793186537 100 GTEX 100 0.0005 0.0 75 4720 0.0 -40 0.0017168401643394592 0.0017202680991580109 100 GTEX 100 0.0005 0.0 75 4720 0.0 -41 0.0017092507497834546 0.0017159599328356947 100 GTEX 100 0.0005 0.0 75 4720 0.0 -42 0.0017000154230787522 0.001705385064228151 100 GTEX 100 0.0005 0.0 75 4720 0.0 -43 0.00169131397865085 0.0016994473627085015 100 GTEX 100 0.0005 0.0 75 4720 0.0 -44 0.0016832558548461015 0.0016872818345388136 100 GTEX 100 0.0005 0.0 75 4720 0.0 -45 0.0016764172932799673 0.0016849253113300118 100 GTEX 100 0.0005 0.0 75 4720 0.0 -46 0.0016716795896033494 0.0016773397757179553 100 GTEX 100 0.0005 0.0 75 4720 0.0 -47 0.0016640475041529016 0.0016705968112688328 100 GTEX 100 0.0005 0.0 75 4720 0.0 -48 0.0016570987783262616 0.0016677543895404093 100 GTEX 100 0.0005 0.0 75 4720 0.0 -49 0.0016525888957945587 0.0016616579541801953 100 GTEX 100 0.0005 0.0 75 4720 0.0 -50 0.0016492005504311245 0.001655933264812929 100 GTEX 100 0.0005 0.0 75 4720 0.0 -51 0.001642351293473219 0.001649981280948131 100 GTEX 100 0.0005 0.0 75 4720 0.0 -52 0.0016374650463422328 0.001642151746789114 100 GTEX 100 0.0005 0.0 75 4720 0.0 -53 0.0016329313570924132 0.0016416280433896773 100 GTEX 100 0.0005 0.0 75 4720 0.0 -54 0.0016289957012823578 0.0016400562678977224 100 GTEX 100 0.0005 0.0 75 4720 0.0 -55 0.0016242061425913354 0.001633684690457418 100 GTEX 100 0.0005 0.0 75 4720 0.0 -56 0.0016217720481118787 0.0016288007684795633 100 GTEX 100 0.0005 0.0 75 4720 0.0 -57 0.001618301764758131 0.0016260003877322086 100 GTEX 100 0.0005 0.0 75 4720 0.0 -58 0.0016113714476038187 0.001623956765005712 100 GTEX 100 0.0005 0.0 75 4720 0.0 -59 0.0016059398786783111 0.0016117370669719384 100 GTEX 100 0.0005 0.0 75 4720 0.0 -60 0.0015978462787460544 0.001601726855611705 100 GTEX 100 0.0005 0.0 75 4720 0.0 -61 0.0015873757918834846 0.0015921904550539507 100 GTEX 100 0.0005 0.0 75 4720 0.0 -62 0.00158007119295211 0.001591039119915109 100 GTEX 100 0.0005 0.0 75 4720 0.0 -63 0.0015731861533772615 0.001583135357487791 100 GTEX 100 0.0005 0.0 75 4720 0.0 -64 0.0015662187938439225 0.0015753056405168806 100 GTEX 100 0.0005 0.0 75 4720 0.0 -65 0.0015605599248325927 0.0015680900511080434 100 GTEX 100 0.0005 0.0 75 4720 0.0 -66 0.0015569779282686436 0.001568201511032426 100 GTEX 100 0.0005 0.0 75 4720 0.0 -67 0.001554286797969016 0.0015644634562144374 100 GTEX 100 0.0005 0.0 75 4720 0.0 -68 0.0015503162930903419 0.001566703237430281 100 GTEX 100 0.0005 0.0 75 4720 0.0 -69 0.0015488606098981472 0.0015585538249519501 100 GTEX 100 0.0005 0.0 75 4720 0.0 -70 0.001546482386829331 0.0015547987681852492 100 GTEX 100 0.0005 0.0 75 4720 0.0 -71 0.0015443352583070363 0.001555874649817726 100 GTEX 100 0.0005 0.0 75 4720 0.0 -72 0.0015409933656451726 0.0015561480275195928 100 GTEX 100 0.0005 0.0 75 4720 0.0 -73 0.001539355790798572 0.0015490059909046036 100 GTEX 100 0.0005 0.0 75 4720 0.0 -74 0.0015326118135518458 0.001540253964914965 100 GTEX 100 0.0005 0.0 75 4720 0.0 -75 0.0015235076260202958 0.0015330869822228193 100 GTEX 100 0.0005 0.0 75 4720 0.0 -76 0.0015169758863866744 0.0015235496220132867 100 GTEX 100 0.0005 0.0 75 4720 0.0 -77 0.0015114384352850187 0.001525308605736766 100 GTEX 100 0.0005 0.0 75 4720 0.0 -78 0.0015091804261428044 0.0015209867949190306 100 GTEX 100 0.0005 0.0 75 4720 0.0 -79 0.001504218288875559 0.001516803246993614 100 GTEX 100 0.0005 0.0 75 4720 0.0 -80 0.001498686703485384 0.001508955393577908 100 GTEX 100 0.0005 0.0 75 4720 0.0 -81 0.0014922671952066775 0.0014997499998474755 100 GTEX 100 0.0005 0.0 75 4720 0.0 -82 0.001483153803486527 0.00148980409268134 100 GTEX 100 0.0005 0.0 75 4720 0.0 -83 0.0014727907907276766 0.001480830147217945 100 GTEX 100 0.0005 0.0 75 4720 0.0 -84 0.0014652845919145218 0.0014735367644875676 100 GTEX 100 0.0005 0.0 75 4720 0.0 -85 0.0014593693298574257 0.0014702038836803557 100 GTEX 100 0.0005 0.0 75 4720 0.0 -86 0.0014540526752007095 0.0014622548016092736 100 GTEX 100 0.0005 0.0 75 4720 0.0 -87 0.0014464758924879798 0.0014569710735621165 100 GTEX 100 0.0005 0.0 75 4720 0.0 -88 0.001435448175946549 0.0014421339881581612 100 GTEX 100 0.0005 0.0 75 4720 0.0 -89 0.0014278167901070557 0.0014378121560935228 100 GTEX 100 0.0005 0.0 75 4720 0.0 -90 0.0014224940964869869 0.0014342658651971432 100 GTEX 100 0.0005 0.0 75 4720 0.0 -91 0.0014181828163300559 0.0014260927681765119 100 GTEX 100 0.0005 0.0 75 4720 0.0 -92 0.0014156002405819581 0.0014266601835373973 100 GTEX 100 0.0005 0.0 75 4720 0.0 -93 0.0014125727923324106 0.0014216017151541809 100 GTEX 100 0.0005 0.0 75 4720 0.0 -94 0.0014096694294860254 0.0014236320457297303 100 GTEX 100 0.0005 0.0 75 4720 0.0 -95 0.0014071664827526263 0.001420287513652172 100 GTEX 100 0.0005 0.0 75 4720 0.0 -96 0.0014054822579489179 0.001416640240210374 100 GTEX 100 0.0005 0.0 75 4720 0.0 -97 0.0014034890367781222 0.0014164583105062748 100 GTEX 100 0.0005 0.0 75 4720 0.0 -98 0.0013996811226509875 0.0014116055922611076 100 GTEX 100 0.0005 0.0 75 4720 0.0 -99 0.0013937682387399075 0.0014041019630168668 100 GTEX 100 0.0005 0.0 75 4720 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.0005lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.0005lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 69bdbfc17..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.0005lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08602787944933574 0.05849294583295461 50 GTEX 100 0.0005 0.1 75 3732 0.0 -1 0.05421695004024412 0.049822298880708986 50 GTEX 100 0.0005 0.1 75 3732 0.0 -2 0.03167172270494781 0.006809671923780226 50 GTEX 100 0.0005 0.1 75 3732 0.0 -3 0.0056059409903990625 0.00453771426370757 50 GTEX 100 0.0005 0.1 75 3732 0.0 -4 0.004629126909153806 0.0038454300824007437 50 GTEX 100 0.0005 0.1 75 3732 0.0 -5 0.004273884058845869 0.0034668863715140055 50 GTEX 100 0.0005 0.1 75 3732 0.0 -6 0.0040061122983173865 0.003274698625982672 50 GTEX 100 0.0005 0.1 75 3732 0.0 -7 0.003852892645510856 0.003073672986431791 50 GTEX 100 0.0005 0.1 75 3732 0.0 -8 0.0036374534607375103 0.002898053017342215 50 GTEX 100 0.0005 0.1 75 3732 0.0 -9 0.003548844050234525 0.002785672949797017 50 GTEX 100 0.0005 0.1 75 3732 0.0 -10 0.003485019450435291 0.0027123850663174865 50 GTEX 100 0.0005 0.1 75 3732 0.0 -11 0.003404566399023933 0.0026466359606565123 50 GTEX 100 0.0005 0.1 75 3732 0.0 -12 0.0033567321099761175 0.0025958543684963887 50 GTEX 100 0.0005 0.1 75 3732 0.0 -13 0.0032711424225878535 0.002553705240691881 50 GTEX 100 0.0005 0.1 75 3732 0.0 -14 0.0032391396723608946 0.0024878139516423693 50 GTEX 100 0.0005 0.1 75 3732 0.0 -15 0.0032014156862116704 0.0025113433275899422 50 GTEX 100 0.0005 0.1 75 3732 0.0 -16 0.0031840894235512693 0.0024588926761241153 50 GTEX 100 0.0005 0.1 75 3732 0.0 -17 0.0031991309654158468 0.00239856864109692 50 GTEX 100 0.0005 0.1 75 3732 0.0 -18 0.003124674212758501 0.0024041783765308957 50 GTEX 100 0.0005 0.1 75 3732 0.0 -19 0.003079184046128472 0.0023784793350321485 50 GTEX 100 0.0005 0.1 75 3732 0.0 -20 0.003057449055152681 0.002370903421832539 50 GTEX 100 0.0005 0.1 75 3732 0.0 -21 0.0030780213875565223 0.0023439171924981724 50 GTEX 100 0.0005 0.1 75 3732 0.0 -22 0.0030387740387591423 0.002320778202053032 50 GTEX 100 0.0005 0.1 75 3732 0.0 -23 0.002982004592996915 0.0023242877470949106 50 GTEX 100 0.0005 0.1 75 3732 0.0 -24 0.0029970162380000753 0.0022844940706372202 50 GTEX 100 0.0005 0.1 75 3732 0.0 -25 0.002978394906912788 0.0022819542572585718 50 GTEX 100 0.0005 0.1 75 3732 0.0 -26 0.0029468750940462463 0.002229672134898164 50 GTEX 100 0.0005 0.1 75 3732 0.0 -27 0.0029140129793172476 0.00220601000387519 50 GTEX 100 0.0005 0.1 75 3732 0.0 -28 0.0029014196251092566 0.002196311783142912 50 GTEX 100 0.0005 0.1 75 3732 0.0 -29 0.0028529519264807518 0.002169861474841082 50 GTEX 100 0.0005 0.1 75 3732 0.0 -30 0.0028843544323728853 0.002198223797241474 50 GTEX 100 0.0005 0.1 75 3732 0.0 -31 0.0028551347563862705 0.0021750800700649307 50 GTEX 100 0.0005 0.1 75 3732 0.0 -32 0.002836779987832426 0.0021678284751233635 50 GTEX 100 0.0005 0.1 75 3732 0.0 -33 0.0028253826136382366 0.0021380792095718956 50 GTEX 100 0.0005 0.1 75 3732 0.0 -34 0.002878124510214792 0.0021369629116824514 50 GTEX 100 0.0005 0.1 75 3732 0.0 -35 0.0028279399772486408 0.0021842036508253914 50 GTEX 100 0.0005 0.1 75 3732 0.0 -36 0.0028034632967386974 0.0021559396582060695 50 GTEX 100 0.0005 0.1 75 3732 0.0 -37 0.00283616485546956 0.0021734284943044045 50 GTEX 100 0.0005 0.1 75 3732 0.0 -38 0.0028102934365964003 0.0021177986537162996 50 GTEX 100 0.0005 0.1 75 3732 0.0 -39 0.002797544150367014 0.0021072324974455306 50 GTEX 100 0.0005 0.1 75 3732 0.0 -40 0.0027958979879136926 0.002137409124750035 50 GTEX 100 0.0005 0.1 75 3732 0.0 -41 0.0027912525344827716 0.002117671575547752 50 GTEX 100 0.0005 0.1 75 3732 0.0 -42 0.0027590334841943558 0.0021119665342538897 50 GTEX 100 0.0005 0.1 75 3732 0.0 -43 0.002774629651794996 0.002089809133899628 50 GTEX 100 0.0005 0.1 75 3732 0.0 -44 0.0027850176831619804 0.002093987785963193 50 GTEX 100 0.0005 0.1 75 3732 0.0 -45 0.002773910908270881 0.002144000706565655 50 GTEX 100 0.0005 0.1 75 3732 0.0 -46 0.0027610684678216627 0.0021107583503706287 50 GTEX 100 0.0005 0.1 75 3732 0.0 -47 0.0027872238781034013 0.002120864076739949 50 GTEX 100 0.0005 0.1 75 3732 0.0 -48 0.0028149373522186713 0.002077940872696869 50 GTEX 100 0.0005 0.1 75 3732 0.0 -49 0.0027640383937567775 0.0020842660696975207 50 GTEX 100 0.0005 0.1 75 3732 0.0 -50 0.002757401349473742 0.0020947815501131117 50 GTEX 100 0.0005 0.1 75 3732 0.0 -51 0.002744977631757365 0.0020964908158626165 50 GTEX 100 0.0005 0.1 75 3732 0.0 -52 0.0027496395089344925 0.0021213636283865444 50 GTEX 100 0.0005 0.1 75 3732 0.0 -53 0.00275713945294805 0.0020673542959392496 50 GTEX 100 0.0005 0.1 75 3732 0.0 -54 0.0027174440909195166 0.0021171093198644286 50 GTEX 100 0.0005 0.1 75 3732 0.0 -55 0.002765350119941022 0.002071073448538653 50 GTEX 100 0.0005 0.1 75 3732 0.0 -56 0.0027619326694313566 0.0020741540588927188 50 GTEX 100 0.0005 0.1 75 3732 0.0 -57 0.002748817027049373 0.0020918874612287 50 GTEX 100 0.0005 0.1 75 3732 0.0 -58 0.0027420124653852736 0.0020594386708791663 50 GTEX 100 0.0005 0.1 75 3732 0.0 -59 0.002752109678194369 0.0020742790338392067 50 GTEX 100 0.0005 0.1 75 3732 0.0 -60 0.002745555014223304 0.0020782305815207555 50 GTEX 100 0.0005 0.1 75 3732 0.0 -61 0.002743048142742913 0.002050941674562858 50 GTEX 100 0.0005 0.1 75 3732 0.0 -62 0.0027463062996357784 0.0020341178589985626 50 GTEX 100 0.0005 0.1 75 3732 0.0 -63 0.0027290902252395497 0.0020608412464390093 50 GTEX 100 0.0005 0.1 75 3732 0.0 -64 0.002742823766677465 0.0020693195277750633 50 GTEX 100 0.0005 0.1 75 3732 0.0 -65 0.002753049103432785 0.0020326688056174283 50 GTEX 100 0.0005 0.1 75 3732 0.0 -66 0.0027000871183964744 0.002078830246802972 50 GTEX 100 0.0005 0.1 75 3732 0.0 -67 0.002735601710181184 0.0020894631499976998 50 GTEX 100 0.0005 0.1 75 3732 0.0 -68 0.002726943582828387 0.0021102510805652537 50 GTEX 100 0.0005 0.1 75 3732 0.0 -69 0.0027337074403492576 0.00207266864851967 50 GTEX 100 0.0005 0.1 75 3732 0.0 -70 0.002694365434545138 0.0020503630959464256 50 GTEX 100 0.0005 0.1 75 3732 0.0 -71 0.002731992385849031 0.0021332399505757135 50 GTEX 100 0.0005 0.1 75 3732 0.0 -72 0.0027167270252664278 0.0021496357165184934 50 GTEX 100 0.0005 0.1 75 3732 0.0 -73 0.0027149433392181 0.002052353045012547 50 GTEX 100 0.0005 0.1 75 3732 0.0 -74 0.002714631184007887 0.0020293455888311814 50 GTEX 100 0.0005 0.1 75 3732 0.0 -75 0.002716964607455487 0.0020804013924127862 50 GTEX 100 0.0005 0.1 75 3732 0.0 -76 0.0027102577916961437 0.0020621829389987564 50 GTEX 100 0.0005 0.1 75 3732 0.0 -77 0.002720287326463429 0.0020798298876870693 50 GTEX 100 0.0005 0.1 75 3732 0.0 -78 0.0027239120347354313 0.002037798108961504 50 GTEX 100 0.0005 0.1 75 3732 0.0 -79 0.002710834208629365 0.002071686235775272 50 GTEX 100 0.0005 0.1 75 3732 0.0 -80 0.0026889608540778126 0.0020266899477403627 50 GTEX 100 0.0005 0.1 75 3732 0.0 -81 0.0026825354286986285 0.0019996248627393133 50 GTEX 100 0.0005 0.1 75 3732 0.0 -82 0.0026871913815692604 0.0020206637380418046 50 GTEX 100 0.0005 0.1 75 3732 0.0 -83 0.00267915123642444 0.0020263565610386006 50 GTEX 100 0.0005 0.1 75 3732 0.0 -84 0.002706267138383515 0.0020753862776708553 50 GTEX 100 0.0005 0.1 75 3732 0.0 -85 0.002696980538359812 0.0019926267499883197 50 GTEX 100 0.0005 0.1 75 3732 0.0 -86 0.0026881843776538224 0.0020351397978432277 50 GTEX 100 0.0005 0.1 75 3732 0.0 -87 0.002691191585709499 0.0020177948247453643 50 GTEX 100 0.0005 0.1 75 3732 0.0 -88 0.0026733790983177277 0.002002989049087289 50 GTEX 100 0.0005 0.1 75 3732 0.0 -89 0.0026778380245214687 0.0020076345310178177 50 GTEX 100 0.0005 0.1 75 3732 0.0 -90 0.0026765093585367867 0.002036846775345561 50 GTEX 100 0.0005 0.1 75 3732 0.0 -91 0.0026956847801964303 0.002067324521060778 50 GTEX 100 0.0005 0.1 75 3732 0.0 -92 0.0026618978588060656 0.0020423231550364867 50 GTEX 100 0.0005 0.1 75 3732 0.0 -93 0.0026807568701383722 0.002008061115488325 50 GTEX 100 0.0005 0.1 75 3732 0.0 -94 0.002665795792596403 0.002005226209409138 50 GTEX 100 0.0005 0.1 75 3732 0.0 -95 0.0027240273978063776 0.0020093436039959438 50 GTEX 100 0.0005 0.1 75 3732 0.0 -96 0.002649342315168202 0.002032865173698619 50 GTEX 100 0.0005 0.1 75 3732 0.0 -97 0.0026621080187739696 0.0020740705005782073 50 GTEX 100 0.0005 0.1 75 3732 0.0 -98 0.0026542895367884347 0.0020212271074169516 50 GTEX 100 0.0005 0.1 75 3732 0.0 -99 0.002705144485979336 0.0020329654274310054 50 GTEX 100 0.0005 0.1 75 3732 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.0005lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.0005lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index eeac5828a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.0005lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08794276465253466 0.05366060124292346 50 GTEX 100 0.0005 0.5 75 8441 0.0 -1 0.04830281760571523 0.032746209380546225 50 GTEX 100 0.0005 0.5 75 8441 0.0 -2 0.012944387142636292 0.006827462652251974 50 GTEX 100 0.0005 0.5 75 8441 0.0 -3 0.007552852844688587 0.005814761590007197 50 GTEX 100 0.0005 0.5 75 8441 0.0 -4 0.00694264527983799 0.005312419224693351 50 GTEX 100 0.0005 0.5 75 8441 0.0 -5 0.006509974949298759 0.004967083760533666 50 GTEX 100 0.0005 0.5 75 8441 0.0 -6 0.006290879911570259 0.004745603200869755 50 GTEX 100 0.0005 0.5 75 8441 0.0 -7 0.006064094908075476 0.004753342048378357 50 GTEX 100 0.0005 0.5 75 8441 0.0 -8 0.005880843777011982 0.004598303504125304 50 GTEX 100 0.0005 0.5 75 8441 0.0 -9 0.005806706243651988 0.004396198729952592 50 GTEX 100 0.0005 0.5 75 8441 0.0 -10 0.005698564052383068 0.004515277754742043 50 GTEX 100 0.0005 0.5 75 8441 0.0 -11 0.005626800895922474 0.004413277594666545 50 GTEX 100 0.0005 0.5 75 8441 0.0 -12 0.005591807814356869 0.004259852250726334 50 GTEX 100 0.0005 0.5 75 8441 0.0 -13 0.005539533092061006 0.0042704726921699 50 GTEX 100 0.0005 0.5 75 8441 0.0 -14 0.005474736609172422 0.004239224166141915 50 GTEX 100 0.0005 0.5 75 8441 0.0 -15 0.005475836368129121 0.0042006109780083085 50 GTEX 100 0.0005 0.5 75 8441 0.0 -16 0.0054291553442759235 0.004267695301014066 50 GTEX 100 0.0005 0.5 75 8441 0.0 -17 0.0054271119737036915 0.003984933580934095 50 GTEX 100 0.0005 0.5 75 8441 0.0 -18 0.005374287534249352 0.004064631542127169 50 GTEX 100 0.0005 0.5 75 8441 0.0 -19 0.005345675666113442 0.003927662749526874 50 GTEX 100 0.0005 0.5 75 8441 0.0 -20 0.005348387017497464 0.004016590170994288 50 GTEX 100 0.0005 0.5 75 8441 0.0 -21 0.005259973460064086 0.0038458540643469745 50 GTEX 100 0.0005 0.5 75 8441 0.0 -22 0.005293966302807752 0.003976097181280048 50 GTEX 100 0.0005 0.5 75 8441 0.0 -23 0.005249425718090383 0.004043360362927156 50 GTEX 100 0.0005 0.5 75 8441 0.0 -24 0.005266391538944144 0.0038146719685313024 50 GTEX 100 0.0005 0.5 75 8441 0.0 -25 0.005237535232522819 0.0037532677978433016 50 GTEX 100 0.0005 0.5 75 8441 0.0 -26 0.005149940629419382 0.003836252095847047 50 GTEX 100 0.0005 0.5 75 8441 0.0 -27 0.005173154318368953 0.0038991322481523164 50 GTEX 100 0.0005 0.5 75 8441 0.0 -28 0.005176817673010872 0.0038707552870785103 50 GTEX 100 0.0005 0.5 75 8441 0.0 -29 0.005184384355111199 0.0038690166087544916 50 GTEX 100 0.0005 0.5 75 8441 0.0 -30 0.005157736121008203 0.0038247780414907254 50 GTEX 100 0.0005 0.5 75 8441 0.0 -31 0.0051332729648917936 0.003725355094433284 50 GTEX 100 0.0005 0.5 75 8441 0.0 -32 0.005123705188233693 0.0036724742772872116 50 GTEX 100 0.0005 0.5 75 8441 0.0 -33 0.00507951370479577 0.0038511382044955182 50 GTEX 100 0.0005 0.5 75 8441 0.0 -34 0.005033125792047338 0.0037956965596772758 50 GTEX 100 0.0005 0.5 75 8441 0.0 -35 0.005084995143182416 0.0037231780792243013 50 GTEX 100 0.0005 0.5 75 8441 0.0 -36 0.005059226365781415 0.003705935722248834 50 GTEX 100 0.0005 0.5 75 8441 0.0 -37 0.005063356481845885 0.0035084041912009506 50 GTEX 100 0.0005 0.5 75 8441 0.0 -38 0.005061439271739654 0.0037042187126672087 50 GTEX 100 0.0005 0.5 75 8441 0.0 -39 0.005068457991457721 0.0036383247540328835 50 GTEX 100 0.0005 0.5 75 8441 0.0 -40 0.005084182378256839 0.003648581618032358 50 GTEX 100 0.0005 0.5 75 8441 0.0 -41 0.005060776836709332 0.0035794044064867804 50 GTEX 100 0.0005 0.5 75 8441 0.0 -42 0.005034742150186164 0.0035934233564366464 50 GTEX 100 0.0005 0.5 75 8441 0.0 -43 0.00503007927442209 0.0036160230420586503 50 GTEX 100 0.0005 0.5 75 8441 0.0 -44 0.0050176474944743175 0.0037808174009792534 50 GTEX 100 0.0005 0.5 75 8441 0.0 -45 0.005043968646652824 0.003656580461235186 50 GTEX 100 0.0005 0.5 75 8441 0.0 -46 0.0049684606260352775 0.003788624787455276 50 GTEX 100 0.0005 0.5 75 8441 0.0 -47 0.00498542166853626 0.003541929546403681 50 GTEX 100 0.0005 0.5 75 8441 0.0 -48 0.005020187162340956 0.003531076245987257 50 GTEX 100 0.0005 0.5 75 8441 0.0 -49 0.005016812419272299 0.003600985979034562 50 GTEX 100 0.0005 0.5 75 8441 0.0 -50 0.005010244227415363 0.003672822197534484 50 GTEX 100 0.0005 0.5 75 8441 0.0 -51 0.004999612346492229 0.003527529166299609 50 GTEX 100 0.0005 0.5 75 8441 0.0 -52 0.00499407310395712 0.0037626279664080687 50 GTEX 100 0.0005 0.5 75 8441 0.0 -53 0.004958382447223527 0.0035972665967030216 50 GTEX 100 0.0005 0.5 75 8441 0.0 -54 0.004965309953747735 0.0035921416883693278 50 GTEX 100 0.0005 0.5 75 8441 0.0 -55 0.004955017078717854 0.0038526852308868116 50 GTEX 100 0.0005 0.5 75 8441 0.0 -56 0.004922471665606584 0.003548127024508871 50 GTEX 100 0.0005 0.5 75 8441 0.0 -57 0.004923792231091731 0.0035498475978158047 50 GTEX 100 0.0005 0.5 75 8441 0.0 -58 0.004939135322702419 0.003563858681099893 50 GTEX 100 0.0005 0.5 75 8441 0.0 -59 0.004866842843493398 0.0034486659397034705 50 GTEX 100 0.0005 0.5 75 8441 0.0 -60 0.004904854991024173 0.003741643387565793 50 GTEX 100 0.0005 0.5 75 8441 0.0 -61 0.004947491071715335 0.003567432561542258 50 GTEX 100 0.0005 0.5 75 8441 0.0 -62 0.004920653126259483 0.003583676637214088 50 GTEX 100 0.0005 0.5 75 8441 0.0 -63 0.004891811733001185 0.0034621188836703397 50 GTEX 100 0.0005 0.5 75 8441 0.0 -64 0.004917696007190278 0.0034956496338158166 50 GTEX 100 0.0005 0.5 75 8441 0.0 -65 0.004888775549495316 0.0035694674721533015 50 GTEX 100 0.0005 0.5 75 8441 0.0 -66 0.0048882478774416325 0.0036404182489947223 50 GTEX 100 0.0005 0.5 75 8441 0.0 -67 0.004887823359471188 0.003491548170201027 50 GTEX 100 0.0005 0.5 75 8441 0.0 -68 0.004882953549231859 0.00338570114150785 50 GTEX 100 0.0005 0.5 75 8441 0.0 -69 0.004912041269932967 0.003462908847501834 50 GTEX 100 0.0005 0.5 75 8441 0.0 -70 0.004856133816902075 0.003563964024129476 50 GTEX 100 0.0005 0.5 75 8441 0.0 -71 0.004903948064167472 0.0035314131156318315 50 GTEX 100 0.0005 0.5 75 8441 0.0 -72 0.004931632372696951 0.0035773985510153747 50 GTEX 100 0.0005 0.5 75 8441 0.0 -73 0.00488869728647614 0.003515355271276639 50 GTEX 100 0.0005 0.5 75 8441 0.0 -74 0.0048841842797664415 0.003693776149851599 50 GTEX 100 0.0005 0.5 75 8441 0.0 -75 0.004874490652722486 0.0034461449999928814 50 GTEX 100 0.0005 0.5 75 8441 0.0 -76 0.004893367776813071 0.0035813110088221303 50 GTEX 100 0.0005 0.5 75 8441 0.0 -77 0.004916856236516992 0.003487625244753471 50 GTEX 100 0.0005 0.5 75 8441 0.0 -78 0.00491371022126042 0.0035667400076779972 50 GTEX 100 0.0005 0.5 75 8441 0.0 -79 0.004895839718728943 0.0036904833584089016 50 GTEX 100 0.0005 0.5 75 8441 0.0 -80 0.004889294053476571 0.0037391692450440034 50 GTEX 100 0.0005 0.5 75 8441 0.0 -81 0.004867200382774749 0.0034897204536321383 50 GTEX 100 0.0005 0.5 75 8441 0.0 -82 0.004890766607028268 0.0034473425307675856 50 GTEX 100 0.0005 0.5 75 8441 0.0 -83 0.004823213971830968 0.0035460830211086983 50 GTEX 100 0.0005 0.5 75 8441 0.0 -84 0.0048753189098995385 0.0036869671216992373 50 GTEX 100 0.0005 0.5 75 8441 0.0 -85 0.0048797910335452365 0.0034731676976440806 50 GTEX 100 0.0005 0.5 75 8441 0.0 -86 0.004849021761239699 0.0035628862085861964 50 GTEX 100 0.0005 0.5 75 8441 0.0 -87 0.00489556888334616 0.0037002536599230404 50 GTEX 100 0.0005 0.5 75 8441 0.0 -88 0.004891968214376979 0.0034814058911912284 50 GTEX 100 0.0005 0.5 75 8441 0.0 -89 0.004842670129672491 0.0035460099538951093 50 GTEX 100 0.0005 0.5 75 8441 0.0 -90 0.004866908363271137 0.003648787403581912 50 GTEX 100 0.0005 0.5 75 8441 0.0 -91 0.004833583667348223 0.0034174090570030105 50 GTEX 100 0.0005 0.5 75 8441 0.0 -92 0.004873147822951529 0.003456138788382505 50 GTEX 100 0.0005 0.5 75 8441 0.0 -93 0.004843317040380866 0.003475489649928738 50 GTEX 100 0.0005 0.5 75 8441 0.0 -94 0.004867431054121387 0.003426687958820266 50 GTEX 100 0.0005 0.5 75 8441 0.0 -95 0.004887772031861109 0.003500463313090229 50 GTEX 100 0.0005 0.5 75 8441 0.0 -96 0.004866104250388352 0.003667266348893878 50 GTEX 100 0.0005 0.5 75 8441 0.0 -97 0.004845129615603914 0.003572002926597039 50 GTEX 100 0.0005 0.5 75 8441 0.0 -98 0.004842771888444256 0.003413717613906065 50 GTEX 100 0.0005 0.5 75 8441 0.0 -99 0.004830969762093662 0.003693836117464298 50 GTEX 100 0.0005 0.5 75 8441 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.0005lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.0005lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index dbe4e7e8f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.0005lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08453419002968658 0.057257455954250275 50 GTEX 100 0.0005 0.0 75 7589 0.0 -1 0.05335906875110534 0.05004603123228586 50 GTEX 100 0.0005 0.0 75 7589 0.0 -2 0.04776949538491502 0.04507542077182817 50 GTEX 100 0.0005 0.0 75 7589 0.0 -3 0.024138981900326935 0.005438336088878064 50 GTEX 100 0.0005 0.0 75 7589 0.0 -4 0.004312678828698352 0.003699745309402805 50 GTEX 100 0.0005 0.0 75 7589 0.0 -5 0.0033040483359901055 0.0030547597156943816 50 GTEX 100 0.0005 0.0 75 7589 0.0 -6 0.002849033014519073 0.0027128134612011733 50 GTEX 100 0.0005 0.0 75 7589 0.0 -7 0.0025807562230507645 0.002501635790201428 50 GTEX 100 0.0005 0.0 75 7589 0.0 -8 0.0023961665258921223 0.002345917739785018 50 GTEX 100 0.0005 0.0 75 7589 0.0 -9 0.002267847215242564 0.0022353360930921604 50 GTEX 100 0.0005 0.0 75 7589 0.0 -10 0.0021677382260948982 0.0021510833938306858 50 GTEX 100 0.0005 0.0 75 7589 0.0 -11 0.0020854133163812254 0.0020740792103697806 50 GTEX 100 0.0005 0.0 75 7589 0.0 -12 0.0020185006837921005 0.00202443383783704 50 GTEX 100 0.0005 0.0 75 7589 0.0 -13 0.0019723374932439507 0.001987349911249409 50 GTEX 100 0.0005 0.0 75 7589 0.0 -14 0.0019310355308989314 0.0019398749978175322 50 GTEX 100 0.0005 0.0 75 7589 0.0 -15 0.001895981927532075 0.0019144224959731938 50 GTEX 100 0.0005 0.0 75 7589 0.0 -16 0.0018669316068916743 0.0018867957069336689 50 GTEX 100 0.0005 0.0 75 7589 0.0 -17 0.001840311847998531 0.0018569947003046964 50 GTEX 100 0.0005 0.0 75 7589 0.0 -18 0.0018167234700211703 0.0018385334738030916 50 GTEX 100 0.0005 0.0 75 7589 0.0 -19 0.001796562887654039 0.0018180169687675447 50 GTEX 100 0.0005 0.0 75 7589 0.0 -20 0.001776761651163864 0.0017974275847526884 50 GTEX 100 0.0005 0.0 75 7589 0.0 -21 0.0017577486891455706 0.0017722216837582649 50 GTEX 100 0.0005 0.0 75 7589 0.0 -22 0.0017282277720050599 0.0017320599309354667 50 GTEX 100 0.0005 0.0 75 7589 0.0 -23 0.0016924106688150633 0.0017000548472936078 50 GTEX 100 0.0005 0.0 75 7589 0.0 -24 0.0016641514632443413 0.0016743251771671422 50 GTEX 100 0.0005 0.0 75 7589 0.0 -25 0.0016423710034344648 0.0016526707961310777 50 GTEX 100 0.0005 0.0 75 7589 0.0 -26 0.0016252889178474507 0.0016380255420412515 50 GTEX 100 0.0005 0.0 75 7589 0.0 -27 0.0016091882633122048 0.0016163435236536702 50 GTEX 100 0.0005 0.0 75 7589 0.0 -28 0.0015971681714490578 0.0016133802234258913 50 GTEX 100 0.0005 0.0 75 7589 0.0 -29 0.001583439780297778 0.001593517152722677 50 GTEX 100 0.0005 0.0 75 7589 0.0 -30 0.0015702330054760726 0.0015814998114088501 50 GTEX 100 0.0005 0.0 75 7589 0.0 -31 0.0015590025618643056 0.0015689201060746275 50 GTEX 100 0.0005 0.0 75 7589 0.0 -32 0.0015458687625533622 0.0015540126582874098 50 GTEX 100 0.0005 0.0 75 7589 0.0 -33 0.0015290476000892673 0.001536532581224772 50 GTEX 100 0.0005 0.0 75 7589 0.0 -34 0.0015128627381597102 0.0015259328415128668 50 GTEX 100 0.0005 0.0 75 7589 0.0 -35 0.001498636612617478 0.0015125414918746955 50 GTEX 100 0.0005 0.0 75 7589 0.0 -36 0.0014867590368290834 0.0014995531954854805 50 GTEX 100 0.0005 0.0 75 7589 0.0 -37 0.001472470888629315 0.0014853165286881744 50 GTEX 100 0.0005 0.0 75 7589 0.0 -38 0.0014603968855155705 0.0014707326252516289 50 GTEX 100 0.0005 0.0 75 7589 0.0 -39 0.0014490897800841064 0.001461852304818916 50 GTEX 100 0.0005 0.0 75 7589 0.0 -40 0.0014418578098523266 0.0014523496494332803 50 GTEX 100 0.0005 0.0 75 7589 0.0 -41 0.0014358974663153908 0.0014487119324500016 50 GTEX 100 0.0005 0.0 75 7589 0.0 -42 0.0014284527134569348 0.0014448515661839862 50 GTEX 100 0.0005 0.0 75 7589 0.0 -43 0.0014251012952131198 0.0014556607747399125 50 GTEX 100 0.0005 0.0 75 7589 0.0 -44 0.001420269324700011 0.0014363750240507893 50 GTEX 100 0.0005 0.0 75 7589 0.0 -45 0.0014103800664850943 0.001428766833983907 50 GTEX 100 0.0005 0.0 75 7589 0.0 -46 0.001402482554174663 0.0014199604383871639 50 GTEX 100 0.0005 0.0 75 7589 0.0 -47 0.0013948474617608445 0.001408080186682909 50 GTEX 100 0.0005 0.0 75 7589 0.0 -48 0.0013872070492270737 0.001403651729304903 50 GTEX 100 0.0005 0.0 75 7589 0.0 -49 0.0013808793280413567 0.0013903008876616284 50 GTEX 100 0.0005 0.0 75 7589 0.0 -50 0.0013764491209699709 0.0013964466568916513 50 GTEX 100 0.0005 0.0 75 7589 0.0 -51 0.0013705523549428077 0.0013800290446509802 50 GTEX 100 0.0005 0.0 75 7589 0.0 -52 0.001362737081639978 0.0013753846111776442 50 GTEX 100 0.0005 0.0 75 7589 0.0 -53 0.0013527513019655191 0.0013638003981037475 50 GTEX 100 0.0005 0.0 75 7589 0.0 -54 0.001343642877012171 0.0013575915658528678 50 GTEX 100 0.0005 0.0 75 7589 0.0 -55 0.0013349631037876905 0.0013443743916845459 50 GTEX 100 0.0005 0.0 75 7589 0.0 -56 0.0013280401416420008 0.0013444667177216394 50 GTEX 100 0.0005 0.0 75 7589 0.0 -57 0.0013206040089895072 0.0013357014050034402 50 GTEX 100 0.0005 0.0 75 7589 0.0 -58 0.0013166905356658829 0.0013351322877877693 50 GTEX 100 0.0005 0.0 75 7589 0.0 -59 0.0013117691306650144 0.0013293729169460671 50 GTEX 100 0.0005 0.0 75 7589 0.0 -60 0.0013079027527189892 0.0013277261473013606 50 GTEX 100 0.0005 0.0 75 7589 0.0 -61 0.0013048033232785808 0.0013206423072811896 50 GTEX 100 0.0005 0.0 75 7589 0.0 -62 0.0013017300837317618 0.0013206112493443065 50 GTEX 100 0.0005 0.0 75 7589 0.0 -63 0.0012989691602885826 0.0013260540203633984 50 GTEX 100 0.0005 0.0 75 7589 0.0 -64 0.0012959666116371888 0.0013157000799288003 50 GTEX 100 0.0005 0.0 75 7589 0.0 -65 0.0012920544312897374 0.0013108013261741685 50 GTEX 100 0.0005 0.0 75 7589 0.0 -66 0.001289641066029663 0.0013072143671564941 50 GTEX 100 0.0005 0.0 75 7589 0.0 -67 0.0012858349004072935 0.0013077421453135166 50 GTEX 100 0.0005 0.0 75 7589 0.0 -68 0.0012851138249122482 0.0013059120962330753 50 GTEX 100 0.0005 0.0 75 7589 0.0 -69 0.001281890723972059 0.00129984139734587 50 GTEX 100 0.0005 0.0 75 7589 0.0 -70 0.0012804930534232866 0.0012966397186535846 50 GTEX 100 0.0005 0.0 75 7589 0.0 -71 0.001275663267538932 0.0012925521472487564 50 GTEX 100 0.0005 0.0 75 7589 0.0 -72 0.0012701572538864564 0.001283197362947954 50 GTEX 100 0.0005 0.0 75 7589 0.0 -73 0.0012627786112811724 0.001279276267389905 50 GTEX 100 0.0005 0.0 75 7589 0.0 -74 0.0012581484203822136 0.001278225608542296 50 GTEX 100 0.0005 0.0 75 7589 0.0 -75 0.0012548486341351335 0.0012764248474874665 50 GTEX 100 0.0005 0.0 75 7589 0.0 -76 0.0012532855701854438 0.001271560204916053 50 GTEX 100 0.0005 0.0 75 7589 0.0 -77 0.001251589856479422 0.0012703702652060247 50 GTEX 100 0.0005 0.0 75 7589 0.0 -78 0.001249905925351716 0.0012700248866748356 50 GTEX 100 0.0005 0.0 75 7589 0.0 -79 0.001248555396318737 0.0012656717241153886 50 GTEX 100 0.0005 0.0 75 7589 0.0 -80 0.0012462008459926568 0.0012671707361580683 50 GTEX 100 0.0005 0.0 75 7589 0.0 -81 0.0012447704710388992 0.001264784053413325 50 GTEX 100 0.0005 0.0 75 7589 0.0 -82 0.0012428016751848008 0.0012655256374937416 50 GTEX 100 0.0005 0.0 75 7589 0.0 -83 0.0012438342671982454 0.0012610085774323737 50 GTEX 100 0.0005 0.0 75 7589 0.0 -84 0.0012403395332452498 0.0012618313081931684 50 GTEX 100 0.0005 0.0 75 7589 0.0 -85 0.001239598711562114 0.0012594135385183723 50 GTEX 100 0.0005 0.0 75 7589 0.0 -86 0.0012389039734381016 0.0012596778633797137 50 GTEX 100 0.0005 0.0 75 7589 0.0 -87 0.0012383074018609609 0.0012559404412103895 50 GTEX 100 0.0005 0.0 75 7589 0.0 -88 0.0012378995339622759 0.0012604015188366032 50 GTEX 100 0.0005 0.0 75 7589 0.0 -89 0.00123657407738582 0.0012531090248243339 50 GTEX 100 0.0005 0.0 75 7589 0.0 -90 0.001234903322254173 0.0012605409549010082 50 GTEX 100 0.0005 0.0 75 7589 0.0 -91 0.0012324152867531782 0.0012526809711083627 50 GTEX 100 0.0005 0.0 75 7589 0.0 -92 0.0012299986504648109 0.0012460491547963896 50 GTEX 100 0.0005 0.0 75 7589 0.0 -93 0.0012262921653541572 0.0012420347300597144 50 GTEX 100 0.0005 0.0 75 7589 0.0 -94 0.0012220342858903345 0.0012360217769346077 50 GTEX 100 0.0005 0.0 75 7589 0.0 -95 0.0012180494703013056 0.001235894592199563 50 GTEX 100 0.0005 0.0 75 7589 0.0 -96 0.0012162431028481305 0.0012344738599993005 50 GTEX 100 0.0005 0.0 75 7589 0.0 -97 0.0012149841848525626 0.0012350713609746117 50 GTEX 100 0.0005 0.0 75 7589 0.0 -98 0.001212656725535164 0.0012326879470437382 50 GTEX 100 0.0005 0.0 75 7589 0.0 -99 0.0012126184275750203 0.0012287075773851784 50 GTEX 100 0.0005 0.0 75 7589 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.001lr_100bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.001lr_100bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index e74f117db..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.001lr_100bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09182796910683759 0.05605732537664388 100 GTEX 100 0.001 0.1 75 1967 0.0 -1 0.045371677126809035 0.02117794044599107 100 GTEX 100 0.001 0.1 75 1967 0.0 -2 0.008840556232813714 0.005786019736837185 100 GTEX 100 0.001 0.1 75 1967 0.0 -3 0.005668530413009139 0.004658114712175421 100 GTEX 100 0.001 0.1 75 1967 0.0 -4 0.005014295623751557 0.004050196528243531 100 GTEX 100 0.001 0.1 75 1967 0.0 -5 0.0046269457877387435 0.0037310359718016007 100 GTEX 100 0.001 0.1 75 1967 0.0 -6 0.004365534852673514 0.003455393973334264 100 GTEX 100 0.001 0.1 75 1967 0.0 -7 0.00414202641771979 0.0032149664145812904 100 GTEX 100 0.001 0.1 75 1967 0.0 -8 0.004004335318883566 0.0031205087947967273 100 GTEX 100 0.001 0.1 75 1967 0.0 -9 0.003838814809281716 0.002968462410705171 100 GTEX 100 0.001 0.1 75 1967 0.0 -10 0.003759151342534158 0.0028876148690133155 100 GTEX 100 0.001 0.1 75 1967 0.0 -11 0.0036485602051813362 0.002798328127449966 100 GTEX 100 0.001 0.1 75 1967 0.0 -12 0.0035918108140149604 0.0027706307994676293 100 GTEX 100 0.001 0.1 75 1967 0.0 -13 0.003559962007095812 0.0027392379295066737 100 GTEX 100 0.001 0.1 75 1967 0.0 -14 0.003498814506949118 0.0026674150744233523 100 GTEX 100 0.001 0.1 75 1967 0.0 -15 0.0034501947266004137 0.0026095152483764372 100 GTEX 100 0.001 0.1 75 1967 0.0 -16 0.0034667328792484776 0.0026231810323072476 100 GTEX 100 0.001 0.1 75 1967 0.0 -17 0.0034063400886028146 0.0025650065572854455 100 GTEX 100 0.001 0.1 75 1967 0.0 -18 0.0034041601581483436 0.002522843841201282 100 GTEX 100 0.001 0.1 75 1967 0.0 -19 0.0033594144957967034 0.002549369850447366 100 GTEX 100 0.001 0.1 75 1967 0.0 -20 0.0032831440857100337 0.00250968118481508 100 GTEX 100 0.001 0.1 75 1967 0.0 -21 0.0033344983457867733 0.0024870211239054287 100 GTEX 100 0.001 0.1 75 1967 0.0 -22 0.0032978851635763 0.002443467988367033 100 GTEX 100 0.001 0.1 75 1967 0.0 -23 0.0032661108934268664 0.0024306268914613322 100 GTEX 100 0.001 0.1 75 1967 0.0 -24 0.003247441429701094 0.002461956869704585 100 GTEX 100 0.001 0.1 75 1967 0.0 -25 0.003239476919321561 0.0024046642199413632 100 GTEX 100 0.001 0.1 75 1967 0.0 -26 0.0032075061750814382 0.002388045740643155 100 GTEX 100 0.001 0.1 75 1967 0.0 -27 0.0032339674392666893 0.0023481981216189754 100 GTEX 100 0.001 0.1 75 1967 0.0 -28 0.0032094713203615678 0.002393481874052336 100 GTEX 100 0.001 0.1 75 1967 0.0 -29 0.0031957715089688966 0.0023730987286329722 100 GTEX 100 0.001 0.1 75 1967 0.0 -30 0.00318685748421161 0.0023685588524411274 100 GTEX 100 0.001 0.1 75 1967 0.0 -31 0.0031585588125924986 0.0024227621078052107 100 GTEX 100 0.001 0.1 75 1967 0.0 -32 0.003164032902930601 0.002335099504283229 100 GTEX 100 0.001 0.1 75 1967 0.0 -33 0.0031181091418454594 0.0023323442909101684 100 GTEX 100 0.001 0.1 75 1967 0.0 -34 0.0031682931621021537 0.0023308180506295124 100 GTEX 100 0.001 0.1 75 1967 0.0 -35 0.0031614121024507577 0.002326723422763069 100 GTEX 100 0.001 0.1 75 1967 0.0 -36 0.0031426012969238493 0.00230627224918724 100 GTEX 100 0.001 0.1 75 1967 0.0 -37 0.003108714960562326 0.002350769671452136 100 GTEX 100 0.001 0.1 75 1967 0.0 -38 0.003117655817753965 0.00234765372373617 100 GTEX 100 0.001 0.1 75 1967 0.0 -39 0.0030884308139372033 0.0023199914540288115 100 GTEX 100 0.001 0.1 75 1967 0.0 -40 0.003072296492108101 0.002303702382285842 100 GTEX 100 0.001 0.1 75 1967 0.0 -41 0.0031295748489437755 0.0023302988382941643 100 GTEX 100 0.001 0.1 75 1967 0.0 -42 0.0031030730438205505 0.0023093357329883614 100 GTEX 100 0.001 0.1 75 1967 0.0 -43 0.003089500499792453 0.002289830344930971 100 GTEX 100 0.001 0.1 75 1967 0.0 -44 0.00309287715457113 0.0024021027136962338 100 GTEX 100 0.001 0.1 75 1967 0.0 -45 0.0030406638841939913 0.002328349986492511 100 GTEX 100 0.001 0.1 75 1967 0.0 -46 0.0030868305741618756 0.002293326799888801 100 GTEX 100 0.001 0.1 75 1967 0.0 -47 0.003042698092793087 0.0022788684029032974 100 GTEX 100 0.001 0.1 75 1967 0.0 -48 0.003077362954916199 0.002298473429196858 100 GTEX 100 0.001 0.1 75 1967 0.0 -49 0.003087077899527596 0.002270354692799397 100 GTEX 100 0.001 0.1 75 1967 0.0 -50 0.0030671224006726823 0.0023090743562454506 100 GTEX 100 0.001 0.1 75 1967 0.0 -51 0.003046270321475782 0.002301300507562922 100 GTEX 100 0.001 0.1 75 1967 0.0 -52 0.0030471438502067873 0.002265788734263737 100 GTEX 100 0.001 0.1 75 1967 0.0 -53 0.003030671515144243 0.00230274866547563 100 GTEX 100 0.001 0.1 75 1967 0.0 -54 0.003055970867158432 0.0022969002022758525 100 GTEX 100 0.001 0.1 75 1967 0.0 -55 0.003045869996667725 0.002272822145202654 100 GTEX 100 0.001 0.1 75 1967 0.0 -56 0.003029545846148173 0.002302298334714011 100 GTEX 100 0.001 0.1 75 1967 0.0 -57 0.0030139882791973514 0.002316742837110343 100 GTEX 100 0.001 0.1 75 1967 0.0 -58 0.0030330655692703806 0.002267684143907727 100 GTEX 100 0.001 0.1 75 1967 0.0 -59 0.0030209231204893845 0.002253063070895894 100 GTEX 100 0.001 0.1 75 1967 0.0 -60 0.0030311066707476362 0.002235845285520921 100 GTEX 100 0.001 0.1 75 1967 0.0 -61 0.003018680031396495 0.0022501226075475208 100 GTEX 100 0.001 0.1 75 1967 0.0 -62 0.002984955548190247 0.0022553128062857194 100 GTEX 100 0.001 0.1 75 1967 0.0 -63 0.003016953680564351 0.0022446182901712537 100 GTEX 100 0.001 0.1 75 1967 0.0 -64 0.0030035823833477137 0.002226317826368113 100 GTEX 100 0.001 0.1 75 1967 0.0 -65 0.0030003940669171025 0.00238253146024003 100 GTEX 100 0.001 0.1 75 1967 0.0 -66 0.0030153144687464144 0.0022783312918228794 100 GTEX 100 0.001 0.1 75 1967 0.0 -67 0.003013075483665602 0.0023365687045973403 100 GTEX 100 0.001 0.1 75 1967 0.0 -68 0.003018937035601181 0.0022664350384895907 100 GTEX 100 0.001 0.1 75 1967 0.0 -69 0.0030050376790503965 0.0022327810580782 100 GTEX 100 0.001 0.1 75 1967 0.0 -70 0.0029923892226558107 0.002210017059975704 100 GTEX 100 0.001 0.1 75 1967 0.0 -71 0.0030335703305132767 0.002223195337261934 100 GTEX 100 0.001 0.1 75 1967 0.0 -72 0.0030294714775762795 0.0022010278220539877 100 GTEX 100 0.001 0.1 75 1967 0.0 -73 0.003022730012746077 0.0022246072461878166 100 GTEX 100 0.001 0.1 75 1967 0.0 -74 0.0030046865695051977 0.002295823552656366 100 GTEX 100 0.001 0.1 75 1967 0.0 -75 0.003009222067010712 0.0022546925268599857 100 GTEX 100 0.001 0.1 75 1967 0.0 -76 0.0029455460052428863 0.002191437100247965 100 GTEX 100 0.001 0.1 75 1967 0.0 -77 0.002980279365393706 0.0022071196499347913 100 GTEX 100 0.001 0.1 75 1967 0.0 -78 0.0029961223280905508 0.002222834918966708 100 GTEX 100 0.001 0.1 75 1967 0.0 -79 0.0029726302486780317 0.0022000912665442597 100 GTEX 100 0.001 0.1 75 1967 0.0 -80 0.003015472653570911 0.0022439459974420727 100 GTEX 100 0.001 0.1 75 1967 0.0 -81 0.002956179772224582 0.002204526290155862 100 GTEX 100 0.001 0.1 75 1967 0.0 -82 0.0029888540034454774 0.002203573398433711 100 GTEX 100 0.001 0.1 75 1967 0.0 -83 0.002984258492298293 0.0022397342477942827 100 GTEX 100 0.001 0.1 75 1967 0.0 -84 0.002980480070499477 0.002216702218241848 100 GTEX 100 0.001 0.1 75 1967 0.0 -85 0.0029680710884272105 0.0021901877380964196 100 GTEX 100 0.001 0.1 75 1967 0.0 -86 0.002988097496915877 0.00230760876524896 100 GTEX 100 0.001 0.1 75 1967 0.0 -87 0.002972436153508067 0.00221074755239821 100 GTEX 100 0.001 0.1 75 1967 0.0 -88 0.0029832886220737577 0.00219581425969025 100 GTEX 100 0.001 0.1 75 1967 0.0 -89 0.003003249150803473 0.0022277550297318304 100 GTEX 100 0.001 0.1 75 1967 0.0 -90 0.002979592739684983 0.002233515361663903 100 GTEX 100 0.001 0.1 75 1967 0.0 -91 0.002948379446110468 0.0022006520564126085 100 GTEX 100 0.001 0.1 75 1967 0.0 -92 0.0030046829352124043 0.0022218190806390214 100 GTEX 100 0.001 0.1 75 1967 0.0 -93 0.0030015156246458886 0.0022638732206232194 100 GTEX 100 0.001 0.1 75 1967 0.0 -94 0.0029418856911965245 0.002201415477108083 100 GTEX 100 0.001 0.1 75 1967 0.0 -95 0.00290908530253468 0.002222716997770642 100 GTEX 100 0.001 0.1 75 1967 0.0 -96 0.002972879160597552 0.002218174699431873 100 GTEX 100 0.001 0.1 75 1967 0.0 -97 0.0029545576673965525 0.002203287205308279 100 GTEX 100 0.001 0.1 75 1967 0.0 -98 0.0029456489647636227 0.0021872495826928675 100 GTEX 100 0.001 0.1 75 1967 0.0 -99 0.0029762035387359523 0.0022360293598342757 100 GTEX 100 0.001 0.1 75 1967 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.001lr_100bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.001lr_100bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index 450020dfd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.001lr_100bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09369017189211008 0.055222474732666414 100 GTEX 100 0.001 0.5 75 4195 0.0 -1 0.030137010194633513 0.009402895576458693 100 GTEX 100 0.001 0.5 75 4195 0.0 -2 0.008872032593658308 0.007010699233868843 100 GTEX 100 0.001 0.5 75 4195 0.0 -3 0.007784638700339193 0.006194914560127621 100 GTEX 100 0.001 0.5 75 4195 0.0 -4 0.007179622423632543 0.005617255670772759 100 GTEX 100 0.001 0.5 75 4195 0.0 -5 0.0067383394716007475 0.005222939555055175 100 GTEX 100 0.001 0.5 75 4195 0.0 -6 0.006419692102963703 0.0050959993497302096 100 GTEX 100 0.001 0.5 75 4195 0.0 -7 0.006263594218891094 0.0048892656394312365 100 GTEX 100 0.001 0.5 75 4195 0.0 -8 0.006082134594029366 0.004816662606928398 100 GTEX 100 0.001 0.5 75 4195 0.0 -9 0.00596912967758687 0.004751160089280669 100 GTEX 100 0.001 0.5 75 4195 0.0 -10 0.005971430341539104 0.0047048031858844905 100 GTEX 100 0.001 0.5 75 4195 0.0 -11 0.005853319895165805 0.004619589927092818 100 GTEX 100 0.001 0.5 75 4195 0.0 -12 0.005818128489554825 0.004656184197336209 100 GTEX 100 0.001 0.5 75 4195 0.0 -13 0.005800673753321029 0.004575870766485032 100 GTEX 100 0.001 0.5 75 4195 0.0 -14 0.0057837303248382144 0.004419011623375543 100 GTEX 100 0.001 0.5 75 4195 0.0 -15 0.005737082916988253 0.004514068747541297 100 GTEX 100 0.001 0.5 75 4195 0.0 -16 0.005712582251060767 0.004542986125802132 100 GTEX 100 0.001 0.5 75 4195 0.0 -17 0.005677728922381483 0.004480365311422389 100 GTEX 100 0.001 0.5 75 4195 0.0 -18 0.005668331748387155 0.004355017664158865 100 GTEX 100 0.001 0.5 75 4195 0.0 -19 0.00569278448804374 0.004432920488695341 100 GTEX 100 0.001 0.5 75 4195 0.0 -20 0.005655573872829473 0.004397115829496329 100 GTEX 100 0.001 0.5 75 4195 0.0 -21 0.005633479792442127 0.004307979292912628 100 GTEX 100 0.001 0.5 75 4195 0.0 -22 0.005621972443508182 0.004301935731798071 100 GTEX 100 0.001 0.5 75 4195 0.0 -23 0.005578106888957984 0.00445586321662984 100 GTEX 100 0.001 0.5 75 4195 0.0 -24 0.005617186021906963 0.004339164971044648 100 GTEX 100 0.001 0.5 75 4195 0.0 -25 0.005592874133402803 0.004544621795600018 100 GTEX 100 0.001 0.5 75 4195 0.0 -26 0.005603563845994997 0.004284081424625427 100 GTEX 100 0.001 0.5 75 4195 0.0 -27 0.005577973650164963 0.004274847536585064 100 GTEX 100 0.001 0.5 75 4195 0.0 -28 0.005535350359763407 0.0043969226455733805 100 GTEX 100 0.001 0.5 75 4195 0.0 -29 0.005549650309048416 0.004294519355173573 100 GTEX 100 0.001 0.5 75 4195 0.0 -30 0.005529955473112745 0.004254135520980046 100 GTEX 100 0.001 0.5 75 4195 0.0 -31 0.005523327624176795 0.004123841447776941 100 GTEX 100 0.001 0.5 75 4195 0.0 -32 0.005489449203024212 0.004130027688041103 100 GTEX 100 0.001 0.5 75 4195 0.0 -33 0.005505782984178645 0.004264707415021191 100 GTEX 100 0.001 0.5 75 4195 0.0 -34 0.005487248027136267 0.0041811789541785025 100 GTEX 100 0.001 0.5 75 4195 0.0 -35 0.005461043854562495 0.004298633113220164 100 GTEX 100 0.001 0.5 75 4195 0.0 -36 0.005455646775855715 0.004198741808731973 100 GTEX 100 0.001 0.5 75 4195 0.0 -37 0.0054442256352036575 0.004127420087525543 100 GTEX 100 0.001 0.5 75 4195 0.0 -38 0.005446953166288415 0.0042272437764012995 100 GTEX 100 0.001 0.5 75 4195 0.0 -39 0.005461774476728779 0.004194045636781665 100 GTEX 100 0.001 0.5 75 4195 0.0 -40 0.0054422567796355206 0.004180358051757962 100 GTEX 100 0.001 0.5 75 4195 0.0 -41 0.005481106149097837 0.004081456210223441 100 GTEX 100 0.001 0.5 75 4195 0.0 -42 0.005452435447975995 0.0041086901016462556 100 GTEX 100 0.001 0.5 75 4195 0.0 -43 0.005435452393178509 0.004069601043973812 100 GTEX 100 0.001 0.5 75 4195 0.0 -44 0.005440371960755294 0.004188869433555426 100 GTEX 100 0.001 0.5 75 4195 0.0 -45 0.005459626245058485 0.004207196362146633 100 GTEX 100 0.001 0.5 75 4195 0.0 -46 0.0054453521681349605 0.004130992987954514 100 GTEX 100 0.001 0.5 75 4195 0.0 -47 0.005409181924741249 0.0041022735892196575 100 GTEX 100 0.001 0.5 75 4195 0.0 -48 0.005429789045147005 0.004119027603396388 100 GTEX 100 0.001 0.5 75 4195 0.0 -49 0.005446192551885491 0.0041571482936338215 100 GTEX 100 0.001 0.5 75 4195 0.0 -50 0.0054716042333351495 0.004160715298047254 100 GTEX 100 0.001 0.5 75 4195 0.0 -51 0.005381731122942293 0.004120495974196001 100 GTEX 100 0.001 0.5 75 4195 0.0 -52 0.00539344657018499 0.004095024117640443 100 GTEX 100 0.001 0.5 75 4195 0.0 -53 0.005404759382242161 0.004019137653398253 100 GTEX 100 0.001 0.5 75 4195 0.0 -54 0.005393320076127053 0.004000131604739752 100 GTEX 100 0.001 0.5 75 4195 0.0 -55 0.00542981850699116 0.004009159734231834 100 GTEX 100 0.001 0.5 75 4195 0.0 -56 0.005415174713992019 0.0042422234254248245 100 GTEX 100 0.001 0.5 75 4195 0.0 -57 0.00545079235767223 0.004050070042775044 100 GTEX 100 0.001 0.5 75 4195 0.0 -58 0.0053948634024227424 0.004043907336111644 100 GTEX 100 0.001 0.5 75 4195 0.0 -59 0.00542608428300033 0.0038806395729146757 100 GTEX 100 0.001 0.5 75 4195 0.0 -60 0.00541854414541333 0.004102775271974873 100 GTEX 100 0.001 0.5 75 4195 0.0 -61 0.005326572965798691 0.004142102895184162 100 GTEX 100 0.001 0.5 75 4195 0.0 -62 0.005403615176267281 0.003984326201919537 100 GTEX 100 0.001 0.5 75 4195 0.0 -63 0.0053948582604242575 0.004075509958153328 100 GTEX 100 0.001 0.5 75 4195 0.0 -64 0.0053967624927614265 0.004185869393891481 100 GTEX 100 0.001 0.5 75 4195 0.0 -65 0.0053990808925701095 0.0038591187550002857 100 GTEX 100 0.001 0.5 75 4195 0.0 -66 0.0054075666807562005 0.003991991866684515 100 GTEX 100 0.001 0.5 75 4195 0.0 -67 0.0053648450412348055 0.00399363833522077 100 GTEX 100 0.001 0.5 75 4195 0.0 -68 0.005385868062589955 0.004110498733627309 100 GTEX 100 0.001 0.5 75 4195 0.0 -69 0.005328347321184183 0.0040006427928281265 100 GTEX 100 0.001 0.5 75 4195 0.0 -70 0.005372745599821989 0.004004929892846273 100 GTEX 100 0.001 0.5 75 4195 0.0 -71 0.0053769767541055466 0.004021296859276215 100 GTEX 100 0.001 0.5 75 4195 0.0 -72 0.005357952668699784 0.003943306610816842 100 GTEX 100 0.001 0.5 75 4195 0.0 -73 0.00534879436881315 0.004089477221470878 100 GTEX 100 0.001 0.5 75 4195 0.0 -74 0.005382238992807529 0.0040363961912181666 100 GTEX 100 0.001 0.5 75 4195 0.0 -75 0.005387457523391074 0.003994941937174124 100 GTEX 100 0.001 0.5 75 4195 0.0 -76 0.005339281243682647 0.0039793147259310395 100 GTEX 100 0.001 0.5 75 4195 0.0 -77 0.005370557860871599 0.003957535276550643 100 GTEX 100 0.001 0.5 75 4195 0.0 -78 0.005339350542365431 0.004201365004474219 100 GTEX 100 0.001 0.5 75 4195 0.0 -79 0.0053340059170308395 0.004014554962926605 100 GTEX 100 0.001 0.5 75 4195 0.0 -80 0.00531645683561662 0.004065225914496036 100 GTEX 100 0.001 0.5 75 4195 0.0 -81 0.00537383468457458 0.004069794111924083 100 GTEX 100 0.001 0.5 75 4195 0.0 -82 0.0053424063524099685 0.004098084245316202 100 GTEX 100 0.001 0.5 75 4195 0.0 -83 0.005350865860270625 0.0038623501521892873 100 GTEX 100 0.001 0.5 75 4195 0.0 -84 0.0053145103924388815 0.004016885961522791 100 GTEX 100 0.001 0.5 75 4195 0.0 -85 0.005353518749003968 0.003982000096308018 100 GTEX 100 0.001 0.5 75 4195 0.0 -86 0.00534109720145512 0.003920356380069777 100 GTEX 100 0.001 0.5 75 4195 0.0 -87 0.005340614182123167 0.0039485191347382025 100 GTEX 100 0.001 0.5 75 4195 0.0 -88 0.005326169273861597 0.004085568494266147 100 GTEX 100 0.001 0.5 75 4195 0.0 -89 0.005339297876796898 0.003923360788628119 100 GTEX 100 0.001 0.5 75 4195 0.0 -90 0.005333049410872073 0.004157147580092001 100 GTEX 100 0.001 0.5 75 4195 0.0 -91 0.0053017345555968765 0.004082001265874947 100 GTEX 100 0.001 0.5 75 4195 0.0 -92 0.005329636452835455 0.003959436786711613 100 GTEX 100 0.001 0.5 75 4195 0.0 -93 0.005297121626002378 0.00407267720509363 100 GTEX 100 0.001 0.5 75 4195 0.0 -94 0.005300386177880186 0.003942859943375388 100 GTEX 100 0.001 0.5 75 4195 0.0 -95 0.005322359826217452 0.004014773216424333 100 GTEX 100 0.001 0.5 75 4195 0.0 -96 0.005321987912281553 0.004036702837143447 100 GTEX 100 0.001 0.5 75 4195 0.0 -97 0.005363451516311023 0.004055740061205433 100 GTEX 100 0.001 0.5 75 4195 0.0 -98 0.005327493680474407 0.003979970127372461 100 GTEX 100 0.001 0.5 75 4195 0.0 -99 0.005305115243655516 0.003908222120701417 100 GTEX 100 0.001 0.5 75 4195 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.001lr_100bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.001lr_100bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index 237845d28..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.001lr_100bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.0900030128663327 0.055533479516723765 100 GTEX 100 0.001 0.0 75 7064 0.0 -1 0.050254950544420994 0.044474783307472565 100 GTEX 100 0.001 0.0 75 7064 0.0 -2 0.03702110643897513 0.01142537326130577 100 GTEX 100 0.001 0.0 75 7064 0.0 -3 0.0060266646549866675 0.004533071283378529 100 GTEX 100 0.001 0.0 75 7064 0.0 -4 0.00395262387990019 0.0036145558832177873 100 GTEX 100 0.001 0.0 75 7064 0.0 -5 0.003298982400254314 0.0031467427388046066 100 GTEX 100 0.001 0.0 75 7064 0.0 -6 0.002929976161080823 0.0028464431058218835 100 GTEX 100 0.001 0.0 75 7064 0.0 -7 0.002679187293816958 0.0026431235851287955 100 GTEX 100 0.001 0.0 75 7064 0.0 -8 0.002499489571504296 0.0024986743126701946 100 GTEX 100 0.001 0.0 75 7064 0.0 -9 0.002369693897544922 0.002375214483709333 100 GTEX 100 0.001 0.0 75 7064 0.0 -10 0.0022723859282678936 0.002287615560696322 100 GTEX 100 0.001 0.0 75 7064 0.0 -11 0.0021984074220741667 0.0022315502311935215 100 GTEX 100 0.001 0.0 75 7064 0.0 -12 0.002134154979206462 0.002166247937275883 100 GTEX 100 0.001 0.0 75 7064 0.0 -13 0.0020804803129736136 0.0021108662746775852 100 GTEX 100 0.001 0.0 75 7064 0.0 -14 0.0020335599144280674 0.0020749929114050117 100 GTEX 100 0.001 0.0 75 7064 0.0 -15 0.0019866147504687967 0.0020245849987059945 100 GTEX 100 0.001 0.0 75 7064 0.0 -16 0.001947786922009688 0.0019855835198817826 100 GTEX 100 0.001 0.0 75 7064 0.0 -17 0.0019164307858392374 0.001963420012813529 100 GTEX 100 0.001 0.0 75 7064 0.0 -18 0.0018900179179761887 0.0019289658859924558 100 GTEX 100 0.001 0.0 75 7064 0.0 -19 0.001867296857424584 0.001910361946478996 100 GTEX 100 0.001 0.0 75 7064 0.0 -20 0.001849215715983199 0.0018940210402606785 100 GTEX 100 0.001 0.0 75 7064 0.0 -21 0.0018333616724340702 0.0018778831145580958 100 GTEX 100 0.001 0.0 75 7064 0.0 -22 0.0018186316323930243 0.0018663814330310649 100 GTEX 100 0.001 0.0 75 7064 0.0 -23 0.0018068949178528593 0.0018531387431030039 100 GTEX 100 0.001 0.0 75 7064 0.0 -24 0.0017948055740353772 0.0018458152539539416 100 GTEX 100 0.001 0.0 75 7064 0.0 -25 0.0017845502245074937 0.0018337820869066643 100 GTEX 100 0.001 0.0 75 7064 0.0 -26 0.0017714471480570787 0.001818132302157241 100 GTEX 100 0.001 0.0 75 7064 0.0 -27 0.0017606845965733497 0.0018084522915699523 100 GTEX 100 0.001 0.0 75 7064 0.0 -28 0.0017494776099787465 0.0017999364859902587 100 GTEX 100 0.001 0.0 75 7064 0.0 -29 0.0017374280792298693 0.001786084812906475 100 GTEX 100 0.001 0.0 75 7064 0.0 -30 0.001724088090036906 0.0017690030293992434 100 GTEX 100 0.001 0.0 75 7064 0.0 -31 0.001712382634910532 0.001757164711943569 100 GTEX 100 0.001 0.0 75 7064 0.0 -32 0.001700181158654883 0.0017469669391220514 100 GTEX 100 0.001 0.0 75 7064 0.0 -33 0.0016853709553085166 0.0017358604725627334 100 GTEX 100 0.001 0.0 75 7064 0.0 -34 0.001675394413221202 0.0017232531088514132 100 GTEX 100 0.001 0.0 75 7064 0.0 -35 0.0016632856642103348 0.0017098066929954426 100 GTEX 100 0.001 0.0 75 7064 0.0 -36 0.0016546207598798245 0.0017058615083186516 100 GTEX 100 0.001 0.0 75 7064 0.0 -37 0.0016469543187516906 0.0017057117362446487 100 GTEX 100 0.001 0.0 75 7064 0.0 -38 0.001636754034937618 0.001687084721709414 100 GTEX 100 0.001 0.0 75 7064 0.0 -39 0.0016276481239871016 0.0016807546257484038 100 GTEX 100 0.001 0.0 75 7064 0.0 -40 0.0016177466562680063 0.0016684263401059256 100 GTEX 100 0.001 0.0 75 7064 0.0 -41 0.0016160832753528338 0.0016629778082436482 100 GTEX 100 0.001 0.0 75 7064 0.0 -42 0.001606520704834161 0.001653905975200349 100 GTEX 100 0.001 0.0 75 7064 0.0 -43 0.0016007826390339855 0.0016526259015360316 100 GTEX 100 0.001 0.0 75 7064 0.0 -44 0.0015942111902287755 0.0016463090729379156 100 GTEX 100 0.001 0.0 75 7064 0.0 -45 0.0015911822318018477 0.0016402899223015052 100 GTEX 100 0.001 0.0 75 7064 0.0 -46 0.001587030419730987 0.0016334702268759843 100 GTEX 100 0.001 0.0 75 7064 0.0 -47 0.0015788317607810954 0.0016298876617620822 100 GTEX 100 0.001 0.0 75 7064 0.0 -48 0.0015791318833174167 0.001637568769041633 100 GTEX 100 0.001 0.0 75 7064 0.0 -49 0.0015705666229889478 0.0016227898271152388 100 GTEX 100 0.001 0.0 75 7064 0.0 -50 0.0015661721053235472 0.0016206089015908453 100 GTEX 100 0.001 0.0 75 7064 0.0 -51 0.0015626621959379584 0.0016185955433068732 100 GTEX 100 0.001 0.0 75 7064 0.0 -52 0.0015594792579271878 0.0016127005635544714 100 GTEX 100 0.001 0.0 75 7064 0.0 -53 0.001557468821319593 0.001609731979044898 100 GTEX 100 0.001 0.0 75 7064 0.0 -54 0.001553475328060907 0.001608005847459652 100 GTEX 100 0.001 0.0 75 7064 0.0 -55 0.0015510466590002723 0.0015991953787652371 100 GTEX 100 0.001 0.0 75 7064 0.0 -56 0.001548528696411932 0.0016027443255244723 100 GTEX 100 0.001 0.0 75 7064 0.0 -57 0.0015459626771434291 0.0016033388727376442 100 GTEX 100 0.001 0.0 75 7064 0.0 -58 0.001544329707360845 0.0015948242047525403 100 GTEX 100 0.001 0.0 75 7064 0.0 -59 0.0015405759182669598 0.0015967972833351603 100 GTEX 100 0.001 0.0 75 7064 0.0 -60 0.0015324733455011114 0.001582276444800708 100 GTEX 100 0.001 0.0 75 7064 0.0 -61 0.0015270316722618166 0.0015828648937101202 100 GTEX 100 0.001 0.0 75 7064 0.0 -62 0.0015219766802549066 0.0015713249323464674 100 GTEX 100 0.001 0.0 75 7064 0.0 -63 0.001517851648799008 0.0015810460278041973 100 GTEX 100 0.001 0.0 75 7064 0.0 -64 0.0015121152406413585 0.001563211088511427 100 GTEX 100 0.001 0.0 75 7064 0.0 -65 0.0015046806104068633 0.0015644800336677368 100 GTEX 100 0.001 0.0 75 7064 0.0 -66 0.0015022406657346893 0.0015631678824918522 100 GTEX 100 0.001 0.0 75 7064 0.0 -67 0.0014983791030077295 0.0015538553406303827 100 GTEX 100 0.001 0.0 75 7064 0.0 -68 0.0014966761872672694 0.0015472856349357804 100 GTEX 100 0.001 0.0 75 7064 0.0 -69 0.0014921423152600278 0.0015479626581993507 100 GTEX 100 0.001 0.0 75 7064 0.0 -70 0.0014889235906603959 0.0015386508865381091 100 GTEX 100 0.001 0.0 75 7064 0.0 -71 0.0014854153489639499 0.0015377562821527568 100 GTEX 100 0.001 0.0 75 7064 0.0 -72 0.0014846603825548275 0.0015341829094228409 100 GTEX 100 0.001 0.0 75 7064 0.0 -73 0.0014822668003245363 0.0015337153443245096 100 GTEX 100 0.001 0.0 75 7064 0.0 -74 0.0014803765557918453 0.0015327401659292073 100 GTEX 100 0.001 0.0 75 7064 0.0 -75 0.0014775013434048928 0.0015291641408775867 100 GTEX 100 0.001 0.0 75 7064 0.0 -76 0.0014762463020506092 0.0015312330137775367 100 GTEX 100 0.001 0.0 75 7064 0.0 -77 0.0014759787714389786 0.0015276313556655675 100 GTEX 100 0.001 0.0 75 7064 0.0 -78 0.0014739458227126388 0.0015297555948958197 100 GTEX 100 0.001 0.0 75 7064 0.0 -79 0.0014750161104057124 0.001528285337990936 100 GTEX 100 0.001 0.0 75 7064 0.0 -80 0.001471983663687799 0.0015301063285871434 100 GTEX 100 0.001 0.0 75 7064 0.0 -81 0.0014692139297431987 0.0015248680069419368 100 GTEX 100 0.001 0.0 75 7064 0.0 -82 0.001469582882435825 0.0015260757180816094 100 GTEX 100 0.001 0.0 75 7064 0.0 -83 0.0014703927359946 0.0015246052270181506 100 GTEX 100 0.001 0.0 75 7064 0.0 -84 0.0014661371219874505 0.0015229775801393073 100 GTEX 100 0.001 0.0 75 7064 0.0 -85 0.0014644832536809362 0.001523132640036255 100 GTEX 100 0.001 0.0 75 7064 0.0 -86 0.001463798876914069 0.0015213248384549874 100 GTEX 100 0.001 0.0 75 7064 0.0 -87 0.0014644688859864678 0.0015247068080179989 100 GTEX 100 0.001 0.0 75 7064 0.0 -88 0.0014617525730741482 0.0015219060620895017 100 GTEX 100 0.001 0.0 75 7064 0.0 -89 0.0014611643796864973 0.0015189506980225784 100 GTEX 100 0.001 0.0 75 7064 0.0 -90 0.0014607983959104471 0.0015130017073152183 100 GTEX 100 0.001 0.0 75 7064 0.0 -91 0.001460980071175245 0.0015133944288703539 100 GTEX 100 0.001 0.0 75 7064 0.0 -92 0.001459741178619436 0.0015150866534971693 100 GTEX 100 0.001 0.0 75 7064 0.0 -93 0.001457771120937365 0.0015121026322273928 100 GTEX 100 0.001 0.0 75 7064 0.0 -94 0.0014589876942891398 0.0015168251215653785 100 GTEX 100 0.001 0.0 75 7064 0.0 -95 0.001456838823459748 0.0015146618685950685 100 GTEX 100 0.001 0.0 75 7064 0.0 -96 0.00145608529896758 0.001512247679078732 100 GTEX 100 0.001 0.0 75 7064 0.0 -97 0.0014556970692158936 0.0015224048092309739 100 GTEX 100 0.001 0.0 75 7064 0.0 -98 0.0014528929875005524 0.0015085742927506962 100 GTEX 100 0.001 0.0 75 7064 0.0 -99 0.0014468376108789443 0.0014937248575844636 100 GTEX 100 0.001 0.0 75 7064 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.001lr_50bs_100e_0s_0.1n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.001lr_50bs_100e_0s_0.1n_GTEX.tsv deleted file mode 100644 index 62e84eda7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.001lr_50bs_100e_0s_0.1n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.06662950398672139 0.013962355502544701 50 GTEX 100 0.001 0.1 75 63 0.0 -1 0.0066683271295694315 0.004663527651934286 50 GTEX 100 0.001 0.1 75 63 0.0 -2 0.004887235839932361 0.0038013573777560894 50 GTEX 100 0.001 0.1 75 63 0.0 -3 0.004262166027323213 0.0032949000388957533 50 GTEX 100 0.001 0.1 75 63 0.0 -4 0.0040092109423632465 0.0030532105619569413 50 GTEX 100 0.001 0.1 75 63 0.0 -5 0.003793832362100507 0.002881117571878314 50 GTEX 100 0.001 0.1 75 63 0.0 -6 0.0036075944800566936 0.0027150283594166032 50 GTEX 100 0.001 0.1 75 63 0.0 -7 0.003583430246662203 0.0026754262788971964 50 GTEX 100 0.001 0.1 75 63 0.0 -8 0.0034745440524373665 0.0025921485089332205 50 GTEX 100 0.001 0.1 75 63 0.0 -9 0.003352396777075788 0.002532937303681224 50 GTEX 100 0.001 0.1 75 63 0.0 -10 0.0033421984455517043 0.0025084638727311853 50 GTEX 100 0.001 0.1 75 63 0.0 -11 0.0033277957862020923 0.0025856821105493225 50 GTEX 100 0.001 0.1 75 63 0.0 -12 0.00322664215153604 0.0024575651242634985 50 GTEX 100 0.001 0.1 75 63 0.0 -13 0.0032281860531819017 0.002428046590117419 50 GTEX 100 0.001 0.1 75 63 0.0 -14 0.0032114600565973516 0.0024314325226704545 50 GTEX 100 0.001 0.1 75 63 0.0 -15 0.0032134100793218164 0.00239151809453086 50 GTEX 100 0.001 0.1 75 63 0.0 -16 0.003126634993896658 0.002380015342248455 50 GTEX 100 0.001 0.1 75 63 0.0 -17 0.003121243189749593 0.0023837815465568477 50 GTEX 100 0.001 0.1 75 63 0.0 -18 0.00309700438547362 0.0023012159949083576 50 GTEX 100 0.001 0.1 75 63 0.0 -19 0.0031027193864189883 0.0023413977002328394 50 GTEX 100 0.001 0.1 75 63 0.0 -20 0.00305353423227457 0.002317852154285594 50 GTEX 100 0.001 0.1 75 63 0.0 -21 0.0030378771849819495 0.0022576084017874 50 GTEX 100 0.001 0.1 75 63 0.0 -22 0.003045586338187046 0.00233199330801038 50 GTEX 100 0.001 0.1 75 63 0.0 -23 0.0030319970680550853 0.0022653867614529886 50 GTEX 100 0.001 0.1 75 63 0.0 -24 0.003051780815710146 0.002281316879166453 50 GTEX 100 0.001 0.1 75 63 0.0 -25 0.0030410350439573236 0.002326659014105032 50 GTEX 100 0.001 0.1 75 63 0.0 -26 0.0029963301403228212 0.002256022426724689 50 GTEX 100 0.001 0.1 75 63 0.0 -27 0.0030322619103913644 0.0023267268550231654 50 GTEX 100 0.001 0.1 75 63 0.0 -28 0.0030149255859892527 0.0022311201969784874 50 GTEX 100 0.001 0.1 75 63 0.0 -29 0.002974625616713617 0.002284811606485496 50 GTEX 100 0.001 0.1 75 63 0.0 -30 0.0030073797633454126 0.0022200325171077206 50 GTEX 100 0.001 0.1 75 63 0.0 -31 0.0030180727165801113 0.0022855144341125686 50 GTEX 100 0.001 0.1 75 63 0.0 -32 0.002943666794292965 0.0022207078662924043 50 GTEX 100 0.001 0.1 75 63 0.0 -33 0.002967811005530985 0.002248654871941774 50 GTEX 100 0.001 0.1 75 63 0.0 -34 0.0029839774237787687 0.002191544696777181 50 GTEX 100 0.001 0.1 75 63 0.0 -35 0.0029943318437661744 0.002349478746374835 50 GTEX 100 0.001 0.1 75 63 0.0 -36 0.0029613974707466146 0.0021901247861791586 50 GTEX 100 0.001 0.1 75 63 0.0 -37 0.0029901452596179626 0.0021990563794828865 50 GTEX 100 0.001 0.1 75 63 0.0 -38 0.002980725691088423 0.0022586757855440273 50 GTEX 100 0.001 0.1 75 63 0.0 -39 0.0029370233181832935 0.0022610550172655302 50 GTEX 100 0.001 0.1 75 63 0.0 -40 0.0029436078012743936 0.0022131845548911864 50 GTEX 100 0.001 0.1 75 63 0.0 -41 0.002954307316880257 0.0021886364393070793 50 GTEX 100 0.001 0.1 75 63 0.0 -42 0.002970631633187426 0.00227249734911062 50 GTEX 100 0.001 0.1 75 63 0.0 -43 0.0029727742986632973 0.002220579056943919 50 GTEX 100 0.001 0.1 75 63 0.0 -44 0.0029414703117120232 0.0022166365759355147 50 GTEX 100 0.001 0.1 75 63 0.0 -45 0.0029445890753062778 0.002256728143045261 50 GTEX 100 0.001 0.1 75 63 0.0 -46 0.002974836278323714 0.002212366456176533 50 GTEX 100 0.001 0.1 75 63 0.0 -47 0.0029330116353964066 0.002369818786254769 50 GTEX 100 0.001 0.1 75 63 0.0 -48 0.002937711317757593 0.0022364708855252416 50 GTEX 100 0.001 0.1 75 63 0.0 -49 0.002911525998342071 0.002318128182981234 50 GTEX 100 0.001 0.1 75 63 0.0 -50 0.0029461244578394864 0.0021689247566597544 50 GTEX 100 0.001 0.1 75 63 0.0 -51 0.0029261543764376166 0.0022142118293643283 50 GTEX 100 0.001 0.1 75 63 0.0 -52 0.002903888973743794 0.002210353706527799 50 GTEX 100 0.001 0.1 75 63 0.0 -53 0.0028893763862353115 0.002203510789122758 50 GTEX 100 0.001 0.1 75 63 0.0 -54 0.002907921481604868 0.0022707816634766277 50 GTEX 100 0.001 0.1 75 63 0.0 -55 0.0028885930788991403 0.0021939686430483604 50 GTEX 100 0.001 0.1 75 63 0.0 -56 0.00294578774368151 0.002193078263255523 50 GTEX 100 0.001 0.1 75 63 0.0 -57 0.0028960099962970953 0.0021744928833543403 50 GTEX 100 0.001 0.1 75 63 0.0 -58 0.0029120993257870224 0.00216025327148178 50 GTEX 100 0.001 0.1 75 63 0.0 -59 0.00289727586487886 0.0022037203513092926 50 GTEX 100 0.001 0.1 75 63 0.0 -60 0.002925252089346953 0.002178417945443564 50 GTEX 100 0.001 0.1 75 63 0.0 -61 0.0029305680153964833 0.0022433649796369296 50 GTEX 100 0.001 0.1 75 63 0.0 -62 0.0028737886139415295 0.002176909288302942 50 GTEX 100 0.001 0.1 75 63 0.0 -63 0.0029173240810672057 0.0022043667307845936 50 GTEX 100 0.001 0.1 75 63 0.0 -64 0.0029083530965937103 0.0021946541535643287 50 GTEX 100 0.001 0.1 75 63 0.0 -65 0.0028893529781108614 0.00223077170793392 50 GTEX 100 0.001 0.1 75 63 0.0 -66 0.0028930079772142908 0.0021456818684170683 50 GTEX 100 0.001 0.1 75 63 0.0 -67 0.0028930879857131803 0.002156155152262291 50 GTEX 100 0.001 0.1 75 63 0.0 -68 0.0028761788359905663 0.0021790131163418633 50 GTEX 100 0.001 0.1 75 63 0.0 -69 0.0028826649163716748 0.0021741241668156233 50 GTEX 100 0.001 0.1 75 63 0.0 -70 0.002915521102342678 0.0021667786176270405 50 GTEX 100 0.001 0.1 75 63 0.0 -71 0.0028627020378404365 0.0021462815235184767 50 GTEX 100 0.001 0.1 75 63 0.0 -72 0.0028915834663119245 0.0021884647731849846 50 GTEX 100 0.001 0.1 75 63 0.0 -73 0.002881198171338296 0.0021829098399317763 50 GTEX 100 0.001 0.1 75 63 0.0 -74 0.0028690447409045936 0.002164731029254657 50 GTEX 100 0.001 0.1 75 63 0.0 -75 0.0029128703618390866 0.0021910403608149734 50 GTEX 100 0.001 0.1 75 63 0.0 -76 0.002873407963654879 0.0022198063756973118 50 GTEX 100 0.001 0.1 75 63 0.0 -77 0.0029092388062507586 0.002184778239450527 50 GTEX 100 0.001 0.1 75 63 0.0 -78 0.002891773949372812 0.002159906218816374 50 GTEX 100 0.001 0.1 75 63 0.0 -79 0.002870553103130493 0.0021556375217145953 50 GTEX 100 0.001 0.1 75 63 0.0 -80 0.002899565208102007 0.002188595774948257 50 GTEX 100 0.001 0.1 75 63 0.0 -81 0.0029037064468161295 0.002271013724362697 50 GTEX 100 0.001 0.1 75 63 0.0 -82 0.002896269901354683 0.0021808485738656876 50 GTEX 100 0.001 0.1 75 63 0.0 -83 0.0029259575705503486 0.002158501704697968 50 GTEX 100 0.001 0.1 75 63 0.0 -84 0.0029224324505136724 0.002232450114548943 50 GTEX 100 0.001 0.1 75 63 0.0 -85 0.002894266901063212 0.002231648846922492 50 GTEX 100 0.001 0.1 75 63 0.0 -86 0.0028765439335738854 0.0021853582405028404 50 GTEX 100 0.001 0.1 75 63 0.0 -87 0.0028588922256160164 0.0021513518532065273 50 GTEX 100 0.001 0.1 75 63 0.0 -88 0.0028895864626330746 0.0022010553730899616 50 GTEX 100 0.001 0.1 75 63 0.0 -89 0.0028726152285344815 0.002123719468153305 50 GTEX 100 0.001 0.1 75 63 0.0 -90 0.00289030552196772 0.0021614269331317153 50 GTEX 100 0.001 0.1 75 63 0.0 -91 0.0029031826876797623 0.002172455410499607 50 GTEX 100 0.001 0.1 75 63 0.0 -92 0.002921489905905373 0.0022028149101182026 50 GTEX 100 0.001 0.1 75 63 0.0 -93 0.0028764061531199752 0.0021805267678325847 50 GTEX 100 0.001 0.1 75 63 0.0 -94 0.0028765514331455717 0.002160345792890785 50 GTEX 100 0.001 0.1 75 63 0.0 -95 0.0028991392783667557 0.0021763126974033028 50 GTEX 100 0.001 0.1 75 63 0.0 -96 0.002878231631789258 0.0022396321404909453 50 GTEX 100 0.001 0.1 75 63 0.0 -97 0.002890527072462256 0.0022263829158123286 50 GTEX 100 0.001 0.1 75 63 0.0 -98 0.002895592244187913 0.0021773256479227783 50 GTEX 100 0.001 0.1 75 63 0.0 -99 0.0028700818442669207 0.002224751777801762 50 GTEX 100 0.001 0.1 75 63 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.001lr_50bs_100e_0s_0.5n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.001lr_50bs_100e_0s_0.5n_GTEX.tsv deleted file mode 100644 index cc44e5967..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.001lr_50bs_100e_0s_0.5n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.0616006152732887 0.009193890512046252 50 GTEX 100 0.001 0.5 75 8046 0.0 -1 0.00878040491314779 0.006860301966208808 50 GTEX 100 0.001 0.5 75 8046 0.0 -2 0.007459541628778837 0.006162143599227807 50 GTEX 100 0.001 0.5 75 8046 0.0 -3 0.006856097332941191 0.0055332591574809055 50 GTEX 100 0.001 0.5 75 8046 0.0 -4 0.0065244390929572885 0.0053304155417381585 50 GTEX 100 0.001 0.5 75 8046 0.0 -5 0.006434673269754357 0.00524230413811685 50 GTEX 100 0.001 0.5 75 8046 0.0 -6 0.0063395500218028835 0.005206061396995708 50 GTEX 100 0.001 0.5 75 8046 0.0 -7 0.0062563131069814665 0.005147884030624544 50 GTEX 100 0.001 0.5 75 8046 0.0 -8 0.006259418335262486 0.005104327391117754 50 GTEX 100 0.001 0.5 75 8046 0.0 -9 0.006190124862012121 0.005111449645980909 50 GTEX 100 0.001 0.5 75 8046 0.0 -10 0.006183156976451718 0.004925836538966787 50 GTEX 100 0.001 0.5 75 8046 0.0 -11 0.0062144213980074615 0.004964995028861859 50 GTEX 100 0.001 0.5 75 8046 0.0 -12 0.006101570844076148 0.0048189100671290445 50 GTEX 100 0.001 0.5 75 8046 0.0 -13 0.00608528165538834 0.004813986324028824 50 GTEX 100 0.001 0.5 75 8046 0.0 -14 0.006077982734135628 0.005008202965084477 50 GTEX 100 0.001 0.5 75 8046 0.0 -15 0.0060762002578376465 0.004954793010643567 50 GTEX 100 0.001 0.5 75 8046 0.0 -16 0.0060522240062039715 0.0046958363333454945 50 GTEX 100 0.001 0.5 75 8046 0.0 -17 0.006070197705144825 0.004645833446371578 50 GTEX 100 0.001 0.5 75 8046 0.0 -18 0.00606087801793636 0.00466250968714574 50 GTEX 100 0.001 0.5 75 8046 0.0 -19 0.006019405098959569 0.004882118978959016 50 GTEX 100 0.001 0.5 75 8046 0.0 -20 0.006027507133057078 0.0046626157543405945 50 GTEX 100 0.001 0.5 75 8046 0.0 -21 0.006001908505545777 0.005031676704467703 50 GTEX 100 0.001 0.5 75 8046 0.0 -22 0.005995717914476935 0.00477683355150029 50 GTEX 100 0.001 0.5 75 8046 0.0 -23 0.006015359454255957 0.004867275357919218 50 GTEX 100 0.001 0.5 75 8046 0.0 -24 0.0059607075670446985 0.004744775086896275 50 GTEX 100 0.001 0.5 75 8046 0.0 -25 0.005979519004266451 0.004888514369308325 50 GTEX 100 0.001 0.5 75 8046 0.0 -26 0.005977322675987765 0.004722121938312348 50 GTEX 100 0.001 0.5 75 8046 0.0 -27 0.005970490376119822 0.004924806451934882 50 GTEX 100 0.001 0.5 75 8046 0.0 -28 0.005990303052250688 0.004604469497861631 50 GTEX 100 0.001 0.5 75 8046 0.0 -29 0.006010988539953843 0.004901619316450543 50 GTEX 100 0.001 0.5 75 8046 0.0 -30 0.005950426480323517 0.004897578499021412 50 GTEX 100 0.001 0.5 75 8046 0.0 -31 0.006015718818357008 0.004603204183712488 50 GTEX 100 0.001 0.5 75 8046 0.0 -32 0.005997510062924336 0.004640171021938381 50 GTEX 100 0.001 0.5 75 8046 0.0 -33 0.005955945165538449 0.004577302087997812 50 GTEX 100 0.001 0.5 75 8046 0.0 -34 0.005958456605191976 0.004600723566197057 50 GTEX 100 0.001 0.5 75 8046 0.0 -35 0.005970764198434227 0.004853436731319067 50 GTEX 100 0.001 0.5 75 8046 0.0 -36 0.005961400021561725 0.004736623862234188 50 GTEX 100 0.001 0.5 75 8046 0.0 -37 0.0060018986098376225 0.004753240670994661 50 GTEX 100 0.001 0.5 75 8046 0.0 -38 0.005947795247274832 0.004557371261696058 50 GTEX 100 0.001 0.5 75 8046 0.0 -39 0.005928942545094686 0.004531812937328231 50 GTEX 100 0.001 0.5 75 8046 0.0 -40 0.005886327807524048 0.00485608852539254 50 GTEX 100 0.001 0.5 75 8046 0.0 -41 0.005909996898210315 0.00460647580925616 50 GTEX 100 0.001 0.5 75 8046 0.0 -42 0.005977097271035661 0.004864957608537529 50 GTEX 100 0.001 0.5 75 8046 0.0 -43 0.005930442091605253 0.004633079571543197 50 GTEX 100 0.001 0.5 75 8046 0.0 -44 0.005926478124786654 0.004562167409177119 50 GTEX 100 0.001 0.5 75 8046 0.0 -45 0.005949064748157282 0.0048399308869905575 50 GTEX 100 0.001 0.5 75 8046 0.0 -46 0.00596623165087108 0.004526259058009932 50 GTEX 100 0.001 0.5 75 8046 0.0 -47 0.0059419104980830756 0.004676295427548851 50 GTEX 100 0.001 0.5 75 8046 0.0 -48 0.005931171822979742 0.0047008748380502705 50 GTEX 100 0.001 0.5 75 8046 0.0 -49 0.005903776890796071 0.004495328443634816 50 GTEX 100 0.001 0.5 75 8046 0.0 -50 0.005908725918003558 0.004665211717750409 50 GTEX 100 0.001 0.5 75 8046 0.0 -51 0.005891152663274244 0.0045912646035178644 50 GTEX 100 0.001 0.5 75 8046 0.0 -52 0.005927591199039377 0.004597919922279541 50 GTEX 100 0.001 0.5 75 8046 0.0 -53 0.005894670757762455 0.0047332632909582026 50 GTEX 100 0.001 0.5 75 8046 0.0 -54 0.005894381064942079 0.00448980186304552 50 GTEX 100 0.001 0.5 75 8046 0.0 -55 0.005932151699904795 0.00464896088954727 50 GTEX 100 0.001 0.5 75 8046 0.0 -56 0.005929337857735564 0.004515989168331084 50 GTEX 100 0.001 0.5 75 8046 0.0 -57 0.005867836766959802 0.00448505669042553 50 GTEX 100 0.001 0.5 75 8046 0.0 -58 0.005942659503368603 0.00470382921280828 50 GTEX 100 0.001 0.5 75 8046 0.0 -59 0.0059624752232922355 0.004734830744033361 50 GTEX 100 0.001 0.5 75 8046 0.0 -60 0.005908140683535054 0.00453616899594013 50 GTEX 100 0.001 0.5 75 8046 0.0 -61 0.005917019134957363 0.004533972727496021 50 GTEX 100 0.001 0.5 75 8046 0.0 -62 0.005932426822696519 0.00483397462585863 50 GTEX 100 0.001 0.5 75 8046 0.0 -63 0.005893291715854033 0.004726130198404023 50 GTEX 100 0.001 0.5 75 8046 0.0 -64 0.005912985042214876 0.00467450777865493 50 GTEX 100 0.001 0.5 75 8046 0.0 -65 0.0059131596844300615 0.004589489629286777 50 GTEX 100 0.001 0.5 75 8046 0.0 -66 0.005924801702686996 0.004793688667293624 50 GTEX 100 0.001 0.5 75 8046 0.0 -67 0.005896095191390723 0.004774407065781577 50 GTEX 100 0.001 0.5 75 8046 0.0 -68 0.005915719763725741 0.004611295813467963 50 GTEX 100 0.001 0.5 75 8046 0.0 -69 0.005906619094379086 0.004570369974324062 50 GTEX 100 0.001 0.5 75 8046 0.0 -70 0.005933987327107733 0.004706642373567695 50 GTEX 100 0.001 0.5 75 8046 0.0 -71 0.005909812698600942 0.0045523465117050105 50 GTEX 100 0.001 0.5 75 8046 0.0 -72 0.005924623658099685 0.004666615948576778 50 GTEX 100 0.001 0.5 75 8046 0.0 -73 0.00593359598289265 0.004483642831211024 50 GTEX 100 0.001 0.5 75 8046 0.0 -74 0.005919051010232862 0.0047094850701779245 50 GTEX 100 0.001 0.5 75 8046 0.0 -75 0.005936311533196689 0.004556684042132343 50 GTEX 100 0.001 0.5 75 8046 0.0 -76 0.0058955577730615445 0.004643773769839409 50 GTEX 100 0.001 0.5 75 8046 0.0 -77 0.00596467091060417 0.004807041064719227 50 GTEX 100 0.001 0.5 75 8046 0.0 -78 0.005940953676827001 0.004643304500119768 50 GTEX 100 0.001 0.5 75 8046 0.0 -79 0.005891130206073723 0.00445370499873286 50 GTEX 100 0.001 0.5 75 8046 0.0 -80 0.005910756674747561 0.004666276469104304 50 GTEX 100 0.001 0.5 75 8046 0.0 -81 0.00583387790106137 0.004677862191870242 50 GTEX 100 0.001 0.5 75 8046 0.0 -82 0.005858682053260253 0.004630049178907966 50 GTEX 100 0.001 0.5 75 8046 0.0 -83 0.005877747492851152 0.004411309185976113 50 GTEX 100 0.001 0.5 75 8046 0.0 -84 0.005911633419133648 0.004585798920978555 50 GTEX 100 0.001 0.5 75 8046 0.0 -85 0.0058620743580604035 0.004540992080067557 50 GTEX 100 0.001 0.5 75 8046 0.0 -86 0.005881396130687904 0.004467085944913582 50 GTEX 100 0.001 0.5 75 8046 0.0 -87 0.005918915597435661 0.004580107925658047 50 GTEX 100 0.001 0.5 75 8046 0.0 -88 0.0059265801334818366 0.004463660611307156 50 GTEX 100 0.001 0.5 75 8046 0.0 -89 0.005857273164907951 0.004658839450228407 50 GTEX 100 0.001 0.5 75 8046 0.0 -90 0.00591467172032362 0.004551978004536814 50 GTEX 100 0.001 0.5 75 8046 0.0 -91 0.005889860966477083 0.0047930056643548345 50 GTEX 100 0.001 0.5 75 8046 0.0 -92 0.00590100412937677 0.004553595479903565 50 GTEX 100 0.001 0.5 75 8046 0.0 -93 0.005885938763234017 0.0046446059844651374 50 GTEX 100 0.001 0.5 75 8046 0.0 -94 0.005868642187009452 0.004464792045180336 50 GTEX 100 0.001 0.5 75 8046 0.0 -95 0.005852297698301553 0.004445895295901783 50 GTEX 100 0.001 0.5 75 8046 0.0 -96 0.005842999381439083 0.004595061274557002 50 GTEX 100 0.001 0.5 75 8046 0.0 -97 0.005870765071595211 0.004431169550023095 50 GTEX 100 0.001 0.5 75 8046 0.0 -98 0.005876579655955497 0.004727574112247888 50 GTEX 100 0.001 0.5 75 8046 0.0 -99 0.00590520840319405 0.004694912039954569 50 GTEX 100 0.001 0.5 75 8046 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.001lr_50bs_100e_0s_0n_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.001lr_50bs_100e_0s_0n_GTEX.tsv deleted file mode 100644 index ae646b8cb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_GTEX/paramsweep_75z_0.001lr_50bs_100e_0s_0n_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.06932115774974346 0.0377765690532474 50 GTEX 100 0.001 0.0 75 7934 0.0 -1 0.009656246136649664 0.004240012464747399 50 GTEX 100 0.001 0.0 75 7934 0.0 -2 0.0036377656807035155 0.0031692646536799042 50 GTEX 100 0.001 0.0 75 7934 0.0 -3 0.002966492465822461 0.002750989370147198 50 GTEX 100 0.001 0.0 75 7934 0.0 -4 0.0026621687357771674 0.002557186628054445 50 GTEX 100 0.001 0.0 75 7934 0.0 -5 0.002498275035574365 0.0024168783203015252 50 GTEX 100 0.001 0.0 75 7934 0.0 -6 0.0023888597800098797 0.002330812768118293 50 GTEX 100 0.001 0.0 75 7934 0.0 -7 0.0023071214722481647 0.002266864391033159 50 GTEX 100 0.001 0.0 75 7934 0.0 -8 0.0022427100260088107 0.0022113139279887873 50 GTEX 100 0.001 0.0 75 7934 0.0 -9 0.0021833488005681217 0.002155343100283394 50 GTEX 100 0.001 0.0 75 7934 0.0 -10 0.0021163665537439185 0.0020783511623421493 50 GTEX 100 0.001 0.0 75 7934 0.0 -11 0.0020376986517929296 0.0020038458778073183 50 GTEX 100 0.001 0.0 75 7934 0.0 -12 0.001978992063806344 0.0019613405928182144 50 GTEX 100 0.001 0.0 75 7934 0.0 -13 0.0019473058743477323 0.001930016343713784 50 GTEX 100 0.001 0.0 75 7934 0.0 -14 0.0019211879021980894 0.001915435641366606 50 GTEX 100 0.001 0.0 75 7934 0.0 -15 0.0019049241415948915 0.0018960711231522489 50 GTEX 100 0.001 0.0 75 7934 0.0 -16 0.0018883731400745024 0.0018800527154832739 50 GTEX 100 0.001 0.0 75 7934 0.0 -17 0.0018755543770777555 0.0018717565674674715 50 GTEX 100 0.001 0.0 75 7934 0.0 -18 0.0018655909380532296 0.0018531976065407206 50 GTEX 100 0.001 0.0 75 7934 0.0 -19 0.001857159306724921 0.0018658423245204577 50 GTEX 100 0.001 0.0 75 7934 0.0 -20 0.0018478150821006703 0.0018559846652586706 50 GTEX 100 0.001 0.0 75 7934 0.0 -21 0.001841564571621764 0.0018525102298384524 50 GTEX 100 0.001 0.0 75 7934 0.0 -22 0.001836848813112543 0.0018335651060098874 50 GTEX 100 0.001 0.0 75 7934 0.0 -23 0.0018289641760514163 0.0018267560026080775 50 GTEX 100 0.001 0.0 75 7934 0.0 -24 0.001828349358761264 0.0018286128491234077 50 GTEX 100 0.001 0.0 75 7934 0.0 -25 0.001823531803913065 0.0018114280581966525 50 GTEX 100 0.001 0.0 75 7934 0.0 -26 0.0018163668728222336 0.0018251228751349103 50 GTEX 100 0.001 0.0 75 7934 0.0 -27 0.0018137444583540723 0.0018221254362246666 50 GTEX 100 0.001 0.0 75 7934 0.0 -28 0.0018120386877513417 0.0018104634541193088 50 GTEX 100 0.001 0.0 75 7934 0.0 -29 0.0018065469192295324 0.00180186702163373 50 GTEX 100 0.001 0.0 75 7934 0.0 -30 0.00180457852096075 0.0018080029054102222 50 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0.001664589789090142 0.0016705527401019327 50 GTEX 100 0.001 0.0 75 7934 0.0 -56 0.001663283745835362 0.0016612046882474773 50 GTEX 100 0.001 0.0 75 7934 0.0 -57 0.001661266085649055 0.001662073991555338 50 GTEX 100 0.001 0.0 75 7934 0.0 -58 0.001646203071619653 0.0016396921444524915 50 GTEX 100 0.001 0.0 75 7934 0.0 -59 0.001629925803850962 0.0016197320441237364 50 GTEX 100 0.001 0.0 75 7934 0.0 -60 0.0016042852091510606 0.0016020929570107973 50 GTEX 100 0.001 0.0 75 7934 0.0 -61 0.0015912952843354646 0.0015909344804678608 50 GTEX 100 0.001 0.0 75 7934 0.0 -62 0.0015808730138044912 0.0015900361545546824 50 GTEX 100 0.001 0.0 75 7934 0.0 -63 0.0015747897798952777 0.0015751305894975767 50 GTEX 100 0.001 0.0 75 7934 0.0 -64 0.0015651638239207561 0.0015660512735606827 50 GTEX 100 0.001 0.0 75 7934 0.0 -65 0.0015477448963980523 0.0015489103360200732 50 GTEX 100 0.001 0.0 75 7934 0.0 -66 0.00153724445254193 0.0015427312637084365 50 GTEX 100 0.001 0.0 75 7934 0.0 -67 0.0015306317437708918 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GTEX 100 0.001 0.0 75 7934 0.0 -80 0.0014814598013329048 0.0014935980315015655 50 GTEX 100 0.001 0.0 75 7934 0.0 -81 0.0014757534663996756 0.0014831947721363871 50 GTEX 100 0.001 0.0 75 7934 0.0 -82 0.001476330778723754 0.001478860962351593 50 GTEX 100 0.001 0.0 75 7934 0.0 -83 0.001473236465950092 0.0014942385486022573 50 GTEX 100 0.001 0.0 75 7934 0.0 -84 0.0014728619268345444 0.0014827496597026352 50 GTEX 100 0.001 0.0 75 7934 0.0 -85 0.0014718957146359355 0.0014743876099912272 50 GTEX 100 0.001 0.0 75 7934 0.0 -86 0.001469896834514747 0.0014748057262430202 50 GTEX 100 0.001 0.0 75 7934 0.0 -87 0.0014693967405338916 0.0014778754639372003 50 GTEX 100 0.001 0.0 75 7934 0.0 -88 0.0014679711465398681 0.0014751342046889033 50 GTEX 100 0.001 0.0 75 7934 0.0 -89 0.0014685466903643243 0.001475353163096898 50 GTEX 100 0.001 0.0 75 7934 0.0 -90 0.0014657574938487226 0.0014717173795817781 50 GTEX 100 0.001 0.0 75 7934 0.0 -91 0.0014641432290214242 0.001469054100450709 50 GTEX 100 0.001 0.0 75 7934 0.0 -92 0.0014608547928316802 0.0014712335318309245 50 GTEX 100 0.001 0.0 75 7934 0.0 -93 0.0014582701932252858 0.0014633884883181196 50 GTEX 100 0.001 0.0 75 7934 0.0 -94 0.001458920684021454 0.0014644385226506443 50 GTEX 100 0.001 0.0 75 7934 0.0 -95 0.0014561470115695629 0.0014599312314614937 50 GTEX 100 0.001 0.0 75 7934 0.0 -96 0.0014547352452121114 0.0014637872094674454 50 GTEX 100 0.001 0.0 75 7934 0.0 -97 0.0014541617923135729 0.0014573453103117787 50 GTEX 100 0.001 0.0 75 7934 0.0 -98 0.001455209284332297 0.0014559588005089914 50 GTEX 100 0.001 0.0 75 7934 0.0 -99 0.0014512023655722298 0.001454214455458927 50 GTEX 100 0.001 0.0 75 7934 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.00001lr_10bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.00001lr_10bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index dfe12fe74..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.00001lr_10bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09601594708383283 0.09206532257975954 10 TARGET 100 1e-05 0.1 100 2274 0.0 -1 0.09231131551442323 0.08573922989043323 10 TARGET 100 1e-05 0.1 100 2274 0.0 -2 0.08458669007025182 0.07649907266551798 10 TARGET 100 1e-05 0.1 100 2274 0.0 -3 0.0759792711949509 0.06831950694322586 10 TARGET 100 1e-05 0.1 100 2274 0.0 -4 0.06898634042904433 0.062116016718474304 10 TARGET 100 1e-05 0.1 100 2274 0.0 -5 0.0635467985839354 0.05719923758597085 10 TARGET 100 1e-05 0.1 100 2274 0.0 -6 0.05941020815260081 0.05336196178739721 10 TARGET 100 1e-05 0.1 100 2274 0.0 -7 0.05606148112251702 0.05039125872832356 10 TARGET 100 1e-05 0.1 100 2274 0.0 -8 0.053519030738157856 0.04805379406069264 10 TARGET 100 1e-05 0.1 100 2274 0.0 -9 0.05157065282415862 0.046305350959300995 10 TARGET 100 1e-05 0.1 100 2274 0.0 -10 0.04995871993778932 0.04489384433536819 10 TARGET 100 1e-05 0.1 100 2274 0.0 -11 0.04872155120527303 0.04375577153581561 10 TARGET 100 1e-05 0.1 100 2274 0.0 -12 0.04768399127856248 0.04285689804590109 10 TARGET 100 1e-05 0.1 100 2274 0.0 -13 0.04684432214659071 0.04223437720175945 10 TARGET 100 1e-05 0.1 100 2274 0.0 -14 0.04615057569611755 0.041525727533029785 10 TARGET 100 1e-05 0.1 100 2274 0.0 -15 0.04551970704085498 0.04100251118793632 10 TARGET 100 1e-05 0.1 100 2274 0.0 -16 0.045074982763039145 0.04058761375420021 10 TARGET 100 1e-05 0.1 100 2274 0.0 -17 0.04459945181453669 0.04016844228361592 10 TARGET 100 1e-05 0.1 100 2274 0.0 -18 0.04420131976756985 0.03979025916619734 10 TARGET 100 1e-05 0.1 100 2274 0.0 -19 0.04372407199959161 0.03945226515784408 10 TARGET 100 1e-05 0.1 100 2274 0.0 -20 0.043442665552250063 0.03912101968219786 10 TARGET 100 1e-05 0.1 100 2274 0.0 -21 0.043087502922674624 0.03884156375671878 10 TARGET 100 1e-05 0.1 100 2274 0.0 -22 0.04283096540957589 0.03858203666679787 10 TARGET 100 1e-05 0.1 100 2274 0.0 -23 0.04258649719734786 0.03830196651996988 10 TARGET 100 1e-05 0.1 100 2274 0.0 -24 0.04235293417667299 0.03805198193047986 10 TARGET 100 1e-05 0.1 100 2274 0.0 -25 0.041996599447847616 0.03780172166950775 10 TARGET 100 1e-05 0.1 100 2274 0.0 -26 0.0417252028680811 0.037544720777959534 10 TARGET 100 1e-05 0.1 100 2274 0.0 -27 0.041517463271264675 0.037310324157729294 10 TARGET 100 1e-05 0.1 100 2274 0.0 -28 0.04121915662429148 0.03707948067423069 10 TARGET 100 1e-05 0.1 100 2274 0.0 -29 0.040930754420432175 0.03683563129919948 10 TARGET 100 1e-05 0.1 100 2274 0.0 -30 0.0407609642429986 0.03659346936778589 10 TARGET 100 1e-05 0.1 100 2274 0.0 -31 0.040515396706383634 0.0363578557065039 10 TARGET 100 1e-05 0.1 100 2274 0.0 -32 0.040268866025438214 0.03613105653361841 10 TARGET 100 1e-05 0.1 100 2274 0.0 -33 0.04003056385852271 0.03593090334624955 10 TARGET 100 1e-05 0.1 100 2274 0.0 -34 0.03986665236478301 0.035689734035369125 10 TARGET 100 1e-05 0.1 100 2274 0.0 -35 0.03952388006328332 0.03549340897888848 10 TARGET 100 1e-05 0.1 100 2274 0.0 -36 0.03936495863979914 0.03528172680825898 10 TARGET 100 1e-05 0.1 100 2274 0.0 -37 0.03916676676132864 0.035079921849749306 10 TARGET 100 1e-05 0.1 100 2274 0.0 -38 0.038835977527127925 0.03485992979822737 10 TARGET 100 1e-05 0.1 100 2274 0.0 -39 0.03871394930288246 0.034665551939696976 10 TARGET 100 1e-05 0.1 100 2274 0.0 -40 0.038533105768940666 0.034476121040907776 10 TARGET 100 1e-05 0.1 100 2274 0.0 -41 0.03822487011326082 0.03429382283127669 10 TARGET 100 1e-05 0.1 100 2274 0.0 -42 0.038036133529561936 0.034115822703549355 10 TARGET 100 1e-05 0.1 100 2274 0.0 -43 0.03788152673228421 0.03394120615540129 10 TARGET 100 1e-05 0.1 100 2274 0.0 -44 0.03767040657876718 0.033771711994301186 10 TARGET 100 1e-05 0.1 100 2274 0.0 -45 0.03764802228772279 0.03361923812013684 10 TARGET 100 1e-05 0.1 100 2274 0.0 -46 0.03736305167829549 0.03345348183630091 10 TARGET 100 1e-05 0.1 100 2274 0.0 -47 0.0372445535115421 0.033310544140862694 10 TARGET 100 1e-05 0.1 100 2274 0.0 -48 0.03696582983765337 0.03316297686912797 10 TARGET 100 1e-05 0.1 100 2274 0.0 -49 0.03682454992775564 0.03303119020931648 10 TARGET 100 1e-05 0.1 100 2274 0.0 -50 0.036742900012167616 0.03289617123928937 10 TARGET 100 1e-05 0.1 100 2274 0.0 -51 0.03654602183787911 0.032767498583504646 10 TARGET 100 1e-05 0.1 100 2274 0.0 -52 0.036409010765729125 0.032660246177604706 10 TARGET 100 1e-05 0.1 100 2274 0.0 -53 0.036354016876381255 0.032539194280450996 10 TARGET 100 1e-05 0.1 100 2274 0.0 -54 0.036146252644985215 0.03242586186212121 10 TARGET 100 1e-05 0.1 100 2274 0.0 -55 0.03599296794947149 0.032333007477449646 10 TARGET 100 1e-05 0.1 100 2274 0.0 -56 0.03589531510867655 0.032224071861216515 10 TARGET 100 1e-05 0.1 100 2274 0.0 -57 0.035832048704226814 0.03213235860069593 10 TARGET 100 1e-05 0.1 100 2274 0.0 -58 0.03560472498663547 0.03202896418445038 10 TARGET 100 1e-05 0.1 100 2274 0.0 -59 0.03561799338570348 0.031942305973533425 10 TARGET 100 1e-05 0.1 100 2274 0.0 -60 0.0355075138624168 0.03185696696693247 10 TARGET 100 1e-05 0.1 100 2274 0.0 -61 0.03543255804890535 0.03177213708333897 10 TARGET 100 1e-05 0.1 100 2274 0.0 -62 0.03521933801697962 0.03167979272477554 10 TARGET 100 1e-05 0.1 100 2274 0.0 -63 0.03518048132007772 0.03160123803624601 10 TARGET 100 1e-05 0.1 100 2274 0.0 -64 0.035109498716815554 0.03152490395939711 10 TARGET 100 1e-05 0.1 100 2274 0.0 -65 0.0348888786779309 0.03145292768198432 10 TARGET 100 1e-05 0.1 100 2274 0.0 -66 0.0349315346253139 0.0313780094976678 10 TARGET 100 1e-05 0.1 100 2274 0.0 -67 0.03473846860204883 0.03131317149734858 10 TARGET 100 1e-05 0.1 100 2274 0.0 -68 0.034746990109533575 0.031242006486563972 10 TARGET 100 1e-05 0.1 100 2274 0.0 -69 0.03460734402792221 0.031167696371222988 10 TARGET 100 1e-05 0.1 100 2274 0.0 -70 0.0345305052181386 0.03110073625364087 10 TARGET 100 1e-05 0.1 100 2274 0.0 -71 0.03439927183919483 0.031032941163037762 10 TARGET 100 1e-05 0.1 100 2274 0.0 -72 0.03440746121886202 0.03097941568403533 10 TARGET 100 1e-05 0.1 100 2274 0.0 -73 0.03421994069785582 0.030912204052914272 10 TARGET 100 1e-05 0.1 100 2274 0.0 -74 0.03414875800762112 0.03084664599913539 10 TARGET 100 1e-05 0.1 100 2274 0.0 -75 0.034073425206020226 0.030783096610596687 10 TARGET 100 1e-05 0.1 100 2274 0.0 -76 0.034005976699117056 0.030727339287598927 10 TARGET 100 1e-05 0.1 100 2274 0.0 -77 0.03398755814892676 0.03066221568169016 10 TARGET 100 1e-05 0.1 100 2274 0.0 -78 0.03385724390069844 0.03060328649977843 10 TARGET 100 1e-05 0.1 100 2274 0.0 -79 0.033883802624112024 0.03054434207804275 10 TARGET 100 1e-05 0.1 100 2274 0.0 -80 0.03373564688194079 0.030481354079463265 10 TARGET 100 1e-05 0.1 100 2274 0.0 -81 0.033749719598778975 0.030428062334205166 10 TARGET 100 1e-05 0.1 100 2274 0.0 -82 0.03358805893296345 0.03036988932978023 10 TARGET 100 1e-05 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0.042146856473250824 50 TARGET 100 1e-05 0.1 100 434 0.0 -95 0.04246142456427166 0.04205905149380366 50 TARGET 100 1e-05 0.1 100 434 0.0 -96 0.04223251241174611 0.041967090106371674 50 TARGET 100 1e-05 0.1 100 434 0.0 -97 0.04214766821024394 0.041883337904106484 50 TARGET 100 1e-05 0.1 100 434 0.0 -98 0.04211905523382052 0.0418059416115284 50 TARGET 100 1e-05 0.1 100 434 0.0 -99 0.041974532960440576 0.04171446157675801 50 TARGET 100 1e-05 0.1 100 434 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.00001lr_50bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.00001lr_50bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 21d4ea81b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.00001lr_50bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 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100 899 0.0 -38 0.06253973195197607 0.054918216823628456 50 TARGET 100 1e-05 0.5 100 899 0.0 -39 0.06198536212044934 0.05438696694645015 50 TARGET 100 1e-05 0.5 100 899 0.0 -40 0.061401572116095614 0.053903905392596214 50 TARGET 100 1e-05 0.5 100 899 0.0 -41 0.06077145548029379 0.053459069832707894 50 TARGET 100 1e-05 0.5 100 899 0.0 -42 0.06043728607822749 0.05299410686799974 50 TARGET 100 1e-05 0.5 100 899 0.0 -43 0.059974643254420576 0.05253652042963288 50 TARGET 100 1e-05 0.5 100 899 0.0 -44 0.059683516144953194 0.05214400284669616 50 TARGET 100 1e-05 0.5 100 899 0.0 -45 0.059114769791011455 0.05176199306592797 50 TARGET 100 1e-05 0.5 100 899 0.0 -46 0.058729148786577715 0.05134845062187224 50 TARGET 100 1e-05 0.5 100 899 0.0 -47 0.05850670346206286 0.05098546702753414 50 TARGET 100 1e-05 0.5 100 899 0.0 -48 0.0578305322664354 0.05066568088350874 50 TARGET 100 1e-05 0.5 100 899 0.0 -49 0.05760817876969925 0.05035888945514506 50 TARGET 100 1e-05 0.5 100 899 0.0 -50 0.057416689014595367 0.050043107998190506 50 TARGET 100 1e-05 0.5 100 899 0.0 -51 0.056975405914113174 0.04973539089163145 50 TARGET 100 1e-05 0.5 100 899 0.0 -52 0.056547998127712544 0.04945863670471943 50 TARGET 100 1e-05 0.5 100 899 0.0 -53 0.05648232203742069 0.04921193861148574 50 TARGET 100 1e-05 0.5 100 899 0.0 -54 0.056081872583940776 0.04894334698716799 50 TARGET 100 1e-05 0.5 100 899 0.0 -55 0.05569275351937371 0.04871907852815859 50 TARGET 100 1e-05 0.5 100 899 0.0 -56 0.05557810960444136 0.048509962179444054 50 TARGET 100 1e-05 0.5 100 899 0.0 -57 0.055377207734067034 0.048264632735288505 50 TARGET 100 1e-05 0.5 100 899 0.0 -58 0.054902280909746186 0.04806306529225725 50 TARGET 100 1e-05 0.5 100 899 0.0 -59 0.05486580807251561 0.047839234272638954 50 TARGET 100 1e-05 0.5 100 899 0.0 -60 0.05470853339040319 0.047658668661659416 50 TARGET 100 1e-05 0.5 100 899 0.0 -61 0.05439024225429252 0.04750727997584776 50 TARGET 100 1e-05 0.5 100 899 0.0 -62 0.05434813854670284 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1e-05 0.5 100 899 0.0 -75 0.05210223623397776 0.04570553226001335 50 TARGET 100 1e-05 0.5 100 899 0.0 -76 0.05201810673631803 0.04558962628696904 50 TARGET 100 1e-05 0.5 100 899 0.0 -77 0.05184148225669909 0.04548409050612739 50 TARGET 100 1e-05 0.5 100 899 0.0 -78 0.05170713608413433 0.045395354881431114 50 TARGET 100 1e-05 0.5 100 899 0.0 -79 0.051408232863904654 0.045320332501873825 50 TARGET 100 1e-05 0.5 100 899 0.0 -80 0.05154746502437174 0.045239860925710564 50 TARGET 100 1e-05 0.5 100 899 0.0 -81 0.05134116606128336 0.0451330089885177 50 TARGET 100 1e-05 0.5 100 899 0.0 -82 0.05121295821385753 0.04509790309450843 50 TARGET 100 1e-05 0.5 100 899 0.0 -83 0.05110228569670157 0.04503232511607083 50 TARGET 100 1e-05 0.5 100 899 0.0 -84 0.05112062288002936 0.044903282979221054 50 TARGET 100 1e-05 0.5 100 899 0.0 -85 0.05088329700257642 0.04481886744950757 50 TARGET 100 1e-05 0.5 100 899 0.0 -86 0.05082957730048433 0.0447818659471743 50 TARGET 100 1e-05 0.5 100 899 0.0 -87 0.05080193810491048 0.04467784681103446 50 TARGET 100 1e-05 0.5 100 899 0.0 -88 0.050639424347616604 0.04461459409106861 50 TARGET 100 1e-05 0.5 100 899 0.0 -89 0.05056378052190498 0.044568842672037354 50 TARGET 100 1e-05 0.5 100 899 0.0 -90 0.05038794137612738 0.04447856297095617 50 TARGET 100 1e-05 0.5 100 899 0.0 -91 0.050276951945891685 0.04441544594186725 50 TARGET 100 1e-05 0.5 100 899 0.0 -92 0.050283553223015885 0.04434907244461955 50 TARGET 100 1e-05 0.5 100 899 0.0 -93 0.05019026615904638 0.044271247066331634 50 TARGET 100 1e-05 0.5 100 899 0.0 -94 0.04997295795968085 0.044222106423341866 50 TARGET 100 1e-05 0.5 100 899 0.0 -95 0.04999446483824389 0.044153399991266655 50 TARGET 100 1e-05 0.5 100 899 0.0 -96 0.04994016416646816 0.044084103044235344 50 TARGET 100 1e-05 0.5 100 899 0.0 -97 0.04991601164192463 0.04399551022233385 50 TARGET 100 1e-05 0.5 100 899 0.0 -98 0.04984112606957705 0.043907648799094284 50 TARGET 100 1e-05 0.5 100 899 0.0 -99 0.04935664654731349 0.043884634068517975 50 TARGET 100 1e-05 0.5 100 899 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.00001lr_50bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.00001lr_50bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index bf85814c0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.00001lr_50bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09613023713381603 0.09872983260588213 50 TARGET 100 1e-05 0.0 100 4264 0.0 -1 0.09567320294151402 0.09830593182282014 50 TARGET 100 1e-05 0.0 100 4264 0.0 -2 0.09523093060712622 0.09780922915899393 50 TARGET 100 1e-05 0.0 100 4264 0.0 -3 0.0946640440008857 0.09712217183727206 50 TARGET 100 1e-05 0.0 100 4264 0.0 -4 0.09388409916198615 0.09618077765811574 50 TARGET 100 1e-05 0.0 100 4264 0.0 -5 0.09284151398172283 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0.045809104436575765 0.04546124849355582 50 TARGET 100 5e-05 0.0 100 5338 0.0 -12 0.04481235920429631 0.044493446295911614 50 TARGET 100 5e-05 0.0 100 5338 0.0 -13 0.0440234881559205 0.04365411287907398 50 TARGET 100 5e-05 0.0 100 5338 0.0 -14 0.04330036098055968 0.042944717249183945 50 TARGET 100 5e-05 0.0 100 5338 0.0 -15 0.042681944202192706 0.04227189403591734 50 TARGET 100 5e-05 0.0 100 5338 0.0 -16 0.042105227169464736 0.04166100241921165 50 TARGET 100 5e-05 0.0 100 5338 0.0 -17 0.04157110819160336 0.04106477015849316 50 TARGET 100 5e-05 0.0 100 5338 0.0 -18 0.04104646585053868 0.04049977310227625 50 TARGET 100 5e-05 0.0 100 5338 0.0 -19 0.04053510858454688 0.03989474509250034 50 TARGET 100 5e-05 0.0 100 5338 0.0 -20 0.04000847379015351 0.039338851629784614 50 TARGET 100 5e-05 0.0 100 5338 0.0 -21 0.03951182374448487 0.03877893124114384 50 TARGET 100 5e-05 0.0 100 5338 0.0 -22 0.03902079198848118 0.03820046850226142 50 TARGET 100 5e-05 0.0 100 5338 0.0 -23 0.038541095099264525 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100 5338 0.0 -48 0.032699277116493744 0.03164147348566489 50 TARGET 100 5e-05 0.0 100 5338 0.0 -49 0.032567085961651324 0.03152401688875574 50 TARGET 100 5e-05 0.0 100 5338 0.0 -50 0.03242860697460696 0.03138911498315407 50 TARGET 100 5e-05 0.0 100 5338 0.0 -51 0.032291829291267025 0.03127621419050477 50 TARGET 100 5e-05 0.0 100 5338 0.0 -52 0.03215806158604445 0.03115278629190994 50 TARGET 100 5e-05 0.0 100 5338 0.0 -53 0.032029155673151864 0.03102219635338494 50 TARGET 100 5e-05 0.0 100 5338 0.0 -54 0.031890968030149285 0.03091425866340146 50 TARGET 100 5e-05 0.0 100 5338 0.0 -55 0.031762469911113735 0.030770416964184154 50 TARGET 100 5e-05 0.0 100 5338 0.0 -56 0.03163207390091636 0.030682941729372196 50 TARGET 100 5e-05 0.0 100 5338 0.0 -57 0.031501412310132676 0.030560551832119625 50 TARGET 100 5e-05 0.0 100 5338 0.0 -58 0.03137765309274799 0.030445562844926662 50 TARGET 100 5e-05 0.0 100 5338 0.0 -59 0.031247268089090133 0.03033243277759263 50 TARGET 100 5e-05 0.0 100 5338 0.0 -60 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0.02974761767871051 0.02909591365041155 50 TARGET 100 5e-05 0.0 100 5338 0.0 -73 0.029644900725947484 0.02900655669244853 50 TARGET 100 5e-05 0.0 100 5338 0.0 -74 0.02954427922389122 0.028941928775924625 50 TARGET 100 5e-05 0.0 100 5338 0.0 -75 0.02944174185018949 0.028860834003849464 50 TARGET 100 5e-05 0.0 100 5338 0.0 -76 0.02934550795616325 0.028791277584704487 50 TARGET 100 5e-05 0.0 100 5338 0.0 -77 0.029254011872541223 0.028702178800647907 50 TARGET 100 5e-05 0.0 100 5338 0.0 -78 0.029163334437141114 0.028644404289397327 50 TARGET 100 5e-05 0.0 100 5338 0.0 -79 0.02906690039969855 0.028569604749932434 50 TARGET 100 5e-05 0.0 100 5338 0.0 -80 0.028975276169853178 0.028486259563854248 50 TARGET 100 5e-05 0.0 100 5338 0.0 -81 0.028885332083561605 0.02842409767662034 50 TARGET 100 5e-05 0.0 100 5338 0.0 -82 0.028803595877958065 0.028362452588749653 50 TARGET 100 5e-05 0.0 100 5338 0.0 -83 0.028715671946354184 0.028286778622052887 50 TARGET 100 5e-05 0.0 100 5338 0.0 -84 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-38 0.020922530197886504 0.02318095314231786 10 TARGET 100 0.0005 0.1 100 1536 0.0 -39 0.020952381105836394 0.023128412494605236 10 TARGET 100 0.0005 0.1 100 1536 0.0 -40 0.020742662257267168 0.023131730825160488 10 TARGET 100 0.0005 0.1 100 1536 0.0 -41 0.02079422836527479 0.023044094499765022 10 TARGET 100 0.0005 0.1 100 1536 0.0 -42 0.020729062733826815 0.023050560136184547 10 TARGET 100 0.0005 0.1 100 1536 0.0 -43 0.020766780834005336 0.023113933137872 10 TARGET 100 0.0005 0.1 100 1536 0.0 -44 0.020684152402560718 0.023072411898862232 10 TARGET 100 0.0005 0.1 100 1536 0.0 -45 0.020367721459430076 0.022999306576270046 10 TARGET 100 0.0005 0.1 100 1536 0.0 -46 0.02049506958636772 0.02302026291462508 10 TARGET 100 0.0005 0.1 100 1536 0.0 -47 0.020393894891245195 0.022972398014231163 10 TARGET 100 0.0005 0.1 100 1536 0.0 -48 0.020491093854962374 0.022915987580111534 10 TARGET 100 0.0005 0.1 100 1536 0.0 -49 0.0205156024520345 0.023002787013397072 10 TARGET 100 0.0005 0.1 100 1536 0.0 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0.029984998087138438 0.0272337772290815 10 TARGET 100 0.0005 0.5 100 2729 0.0 -41 0.028936505637536147 0.027466891502792187 10 TARGET 100 0.0005 0.5 100 2729 0.0 -42 0.029498202023833287 0.02743890717851393 10 TARGET 100 0.0005 0.5 100 2729 0.0 -43 0.029325907197012644 0.02719775875183669 10 TARGET 100 0.0005 0.5 100 2729 0.0 -44 0.029365766473641298 0.02728619533732082 10 TARGET 100 0.0005 0.5 100 2729 0.0 -45 0.029353708580688195 0.027556327538508358 10 TARGET 100 0.0005 0.5 100 2729 0.0 -46 0.028501733366136598 0.02750060475911155 10 TARGET 100 0.0005 0.5 100 2729 0.0 -47 0.029474426512465332 0.027481992023460793 10 TARGET 100 0.0005 0.5 100 2729 0.0 -48 0.029183276204599276 0.027201305905526333 10 TARGET 100 0.0005 0.5 100 2729 0.0 -49 0.029226091473993628 0.027241267997658615 10 TARGET 100 0.0005 0.5 100 2729 0.0 -50 0.02928584760136476 0.02710265220340454 10 TARGET 100 0.0005 0.5 100 2729 0.0 -51 0.029123096798957398 0.026973208299640453 10 TARGET 100 0.0005 0.5 100 2729 0.0 -52 0.029353298491450273 0.027164020829580048 10 TARGET 100 0.0005 0.5 100 2729 0.0 -53 0.029071460261639922 0.027256652091940243 10 TARGET 100 0.0005 0.5 100 2729 0.0 -54 0.02949930173705523 0.027346063010168797 10 TARGET 100 0.0005 0.5 100 2729 0.0 -55 0.029019145426726102 0.02752547101540999 10 TARGET 100 0.0005 0.5 100 2729 0.0 -56 0.02906661513277176 0.027195352440079052 10 TARGET 100 0.0005 0.5 100 2729 0.0 -57 0.028846400190985163 0.026707712109341766 10 TARGET 100 0.0005 0.5 100 2729 0.0 -58 0.02931936922473739 0.026937803253531456 10 TARGET 100 0.0005 0.5 100 2729 0.0 -59 0.029108718006247623 0.026943821234233452 10 TARGET 100 0.0005 0.5 100 2729 0.0 -60 0.02891192938944306 0.027251441765463714 10 TARGET 100 0.0005 0.5 100 2729 0.0 -61 0.02900965101640634 0.027249070731076328 10 TARGET 100 0.0005 0.5 100 2729 0.0 -62 0.028692716431587634 0.026956059659520786 10 TARGET 100 0.0005 0.5 100 2729 0.0 -63 0.02876028367114388 0.027035901097185684 10 TARGET 100 0.0005 0.5 100 2729 0.0 -64 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7206 0.0 -6 0.027082437461223265 0.02575484352807204 10 TARGET 100 0.0005 0.0 100 7206 0.0 -7 0.026237495224734748 0.025291704826734283 10 TARGET 100 0.0005 0.0 100 7206 0.0 -8 0.025558554489002485 0.024958809499036182 10 TARGET 100 0.0005 0.0 100 7206 0.0 -9 0.02498337799551511 0.024545169294332012 10 TARGET 100 0.0005 0.0 100 7206 0.0 -10 0.024495556223071382 0.024227388372475452 10 TARGET 100 0.0005 0.0 100 7206 0.0 -11 0.024138905910731166 0.024052204620657547 10 TARGET 100 0.0005 0.0 100 7206 0.0 -12 0.023731111558248297 0.023801749515714066 10 TARGET 100 0.0005 0.0 100 7206 0.0 -13 0.023458336539541432 0.02363731881434267 10 TARGET 100 0.0005 0.0 100 7206 0.0 -14 0.02317832683147204 0.02358260282287092 10 TARGET 100 0.0005 0.0 100 7206 0.0 -15 0.022902036123354026 0.023399537259882145 10 TARGET 100 0.0005 0.0 100 7206 0.0 -16 0.022686275662948386 0.023227039893919773 10 TARGET 100 0.0005 0.0 100 7206 0.0 -17 0.022497070840362347 0.02310106118745876 10 TARGET 100 0.0005 0.0 100 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0.027144573854677605 0.027045954159940735 25 TARGET 100 0.0005 0.5 100 5642 0.0 -94 0.027391845316497566 0.02692059568609252 25 TARGET 100 0.0005 0.5 100 5642 0.0 -95 0.02726254474860851 0.02702426738246824 25 TARGET 100 0.0005 0.5 100 5642 0.0 -96 0.027418644183161683 0.02687003296997511 25 TARGET 100 0.0005 0.5 100 5642 0.0 -97 0.027451163295794417 0.026951843759778774 25 TARGET 100 0.0005 0.5 100 5642 0.0 -98 0.027353029381421076 0.027020076910654705 25 TARGET 100 0.0005 0.5 100 5642 0.0 -99 0.026994890100651918 0.02705794516386408 25 TARGET 100 0.0005 0.5 100 5642 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.0005lr_25bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.0005lr_25bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index 8048ddfaf..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.0005lr_25bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 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0.026269537067473536 0.026565950617871502 25 TARGET 100 0.0005 0.0 100 777 0.0 -12 0.02577738834212625 0.026103502224114807 25 TARGET 100 0.0005 0.0 100 777 0.0 -13 0.025380862425222542 0.02568342305268302 25 TARGET 100 0.0005 0.0 100 777 0.0 -14 0.025031704007199517 0.025420342572033405 25 TARGET 100 0.0005 0.0 100 777 0.0 -15 0.02473073992376476 0.02509675855099252 25 TARGET 100 0.0005 0.0 100 777 0.0 -16 0.02440798036465641 0.024840286368447723 25 TARGET 100 0.0005 0.0 100 777 0.0 -17 0.02415156191660198 0.024604584005745975 25 TARGET 100 0.0005 0.0 100 777 0.0 -18 0.023905961811918803 0.02434809124943885 25 TARGET 100 0.0005 0.0 100 777 0.0 -19 0.023688373271915246 0.02411307865810214 25 TARGET 100 0.0005 0.0 100 777 0.0 -20 0.023455143065790735 0.023906619739577625 25 TARGET 100 0.0005 0.0 100 777 0.0 -21 0.023242407942485527 0.023786719013569935 25 TARGET 100 0.0005 0.0 100 777 0.0 -22 0.023070756753636932 0.023618499155748974 25 TARGET 100 0.0005 0.0 100 777 0.0 -23 0.022852576626245222 0.02341883463051283 25 TARGET 100 0.0005 0.0 100 777 0.0 -24 0.022697419630558 0.02333562056336439 25 TARGET 100 0.0005 0.0 100 777 0.0 -25 0.022525316182687025 0.02319434860890562 25 TARGET 100 0.0005 0.0 100 777 0.0 -26 0.022355616942474538 0.02311085525787238 25 TARGET 100 0.0005 0.0 100 777 0.0 -27 0.022202965436559734 0.0230038749674956 25 TARGET 100 0.0005 0.0 100 777 0.0 -28 0.02204402926556691 0.022887763313271782 25 TARGET 100 0.0005 0.0 100 777 0.0 -29 0.021880098088622495 0.022770421494814484 25 TARGET 100 0.0005 0.0 100 777 0.0 -30 0.02175505744036199 0.022694632608556385 25 TARGET 100 0.0005 0.0 100 777 0.0 -31 0.021621492164529334 0.022586339435568363 25 TARGET 100 0.0005 0.0 100 777 0.0 -32 0.021470672739450178 0.022531083531000397 25 TARGET 100 0.0005 0.0 100 777 0.0 -33 0.021359678483270233 0.0224713496863842 25 TARGET 100 0.0005 0.0 100 777 0.0 -34 0.021243396572618173 0.022389394654469055 25 TARGET 100 0.0005 0.0 100 777 0.0 -35 0.021109992058113567 0.02231273887622537 25 TARGET 100 0.0005 0.0 100 777 0.0 -36 0.020998649383810433 0.02223126186678807 25 TARGET 100 0.0005 0.0 100 777 0.0 -37 0.020906256815976767 0.022237626581706783 25 TARGET 100 0.0005 0.0 100 777 0.0 -38 0.020824798621136932 0.022141772632797558 25 TARGET 100 0.0005 0.0 100 777 0.0 -39 0.020691181426422563 0.022099734283983707 25 TARGET 100 0.0005 0.0 100 777 0.0 -40 0.020598564209159377 0.022017882092658318 25 TARGET 100 0.0005 0.0 100 777 0.0 -41 0.020498775579160713 0.022091427761496918 25 TARGET 100 0.0005 0.0 100 777 0.0 -42 0.02041926215832382 0.022015658687009956 25 TARGET 100 0.0005 0.0 100 777 0.0 -43 0.02033241749474597 0.021984419841883762 25 TARGET 100 0.0005 0.0 100 777 0.0 -44 0.020250681220155574 0.021894010263636257 25 TARGET 100 0.0005 0.0 100 777 0.0 -45 0.020152317250291707 0.02187287940107512 25 TARGET 100 0.0005 0.0 100 777 0.0 -46 0.02008870261586475 0.021805813931154484 25 TARGET 100 0.0005 0.0 100 777 0.0 -47 0.0200047879338716 0.021783439611846752 25 TARGET 100 0.0005 0.0 100 777 0.0 -48 0.0199310303311356 0.021797695112499325 25 TARGET 100 0.0005 0.0 100 777 0.0 -49 0.019849135126504634 0.021721051949443237 25 TARGET 100 0.0005 0.0 100 777 0.0 -50 0.019773033591808896 0.02176928554068912 25 TARGET 100 0.0005 0.0 100 777 0.0 -51 0.019717645731061596 0.021650462750006805 25 TARGET 100 0.0005 0.0 100 777 0.0 -52 0.01963756840224519 0.021645364831342842 25 TARGET 100 0.0005 0.0 100 777 0.0 -53 0.01956649095459719 0.021626100452108818 25 TARGET 100 0.0005 0.0 100 777 0.0 -54 0.01949295948764391 0.021573152534212128 25 TARGET 100 0.0005 0.0 100 777 0.0 -55 0.01943850293692816 0.021570992345611256 25 TARGET 100 0.0005 0.0 100 777 0.0 -56 0.01938566525375803 0.021505833236557064 25 TARGET 100 0.0005 0.0 100 777 0.0 -57 0.019290151538622097 0.02150707392755783 25 TARGET 100 0.0005 0.0 100 777 0.0 -58 0.019231612966568383 0.021501771287258827 25 TARGET 100 0.0005 0.0 100 777 0.0 -59 0.019178847597303615 0.021461064362842026 25 TARGET 100 0.0005 0.0 100 777 0.0 -60 0.019119198948320516 0.021476587478184338 25 TARGET 100 0.0005 0.0 100 777 0.0 -61 0.01907037917888325 0.021403645701480633 25 TARGET 100 0.0005 0.0 100 777 0.0 -62 0.019000590013760307 0.021379087882285767 25 TARGET 100 0.0005 0.0 100 777 0.0 -63 0.018952705596357283 0.021360850497854477 25 TARGET 100 0.0005 0.0 100 777 0.0 -64 0.01889195111940806 0.021316207691349766 25 TARGET 100 0.0005 0.0 100 777 0.0 -65 0.018858900296843614 0.021333998012723343 25 TARGET 100 0.0005 0.0 100 777 0.0 -66 0.018804097366252732 0.02128422096597426 25 TARGET 100 0.0005 0.0 100 777 0.0 -67 0.018749668131196738 0.021311443863493023 25 TARGET 100 0.0005 0.0 100 777 0.0 -68 0.018716717123207622 0.021258821259393837 25 TARGET 100 0.0005 0.0 100 777 0.0 -69 0.018654039443191453 0.021265096567345387 25 TARGET 100 0.0005 0.0 100 777 0.0 -70 0.018615890890109017 0.021214322102340786 25 TARGET 100 0.0005 0.0 100 777 0.0 -71 0.018562732402373244 0.021212431150629665 25 TARGET 100 0.0005 0.0 100 777 0.0 -72 0.018536192957650532 0.021175206695316418 25 TARGET 100 0.0005 0.0 100 777 0.0 -73 0.018483286441275566 0.021215179850432007 25 TARGET 100 0.0005 0.0 100 777 0.0 -74 0.018442686305378223 0.02114811756958564 25 TARGET 100 0.0005 0.0 100 777 0.0 -75 0.018397483516873335 0.021119227153107975 25 TARGET 100 0.0005 0.0 100 777 0.0 -76 0.01837210047061897 0.021129184261415943 25 TARGET 100 0.0005 0.0 100 777 0.0 -77 0.01833361858872051 0.021113507223851753 25 TARGET 100 0.0005 0.0 100 777 0.0 -78 0.018280028440810815 0.021078274387753372 25 TARGET 100 0.0005 0.0 100 777 0.0 -79 0.01825736745288878 0.021087959690979034 25 TARGET 100 0.0005 0.0 100 777 0.0 -80 0.01822645353586084 0.021097921089015224 25 TARGET 100 0.0005 0.0 100 777 0.0 -81 0.018214283313489323 0.021107158200307327 25 TARGET 100 0.0005 0.0 100 777 0.0 -82 0.018183484124740967 0.021080987584410293 25 TARGET 100 0.0005 0.0 100 777 0.0 -83 0.018134449313861954 0.02104844945962682 25 TARGET 100 0.0005 0.0 100 777 0.0 -84 0.018101357045875052 0.02104496955871582 25 TARGET 100 0.0005 0.0 100 777 0.0 -85 0.0180626658860732 0.021044276795829788 25 TARGET 100 0.0005 0.0 100 777 0.0 -86 0.01804108274881085 0.021008182119465237 25 TARGET 100 0.0005 0.0 100 777 0.0 -87 0.01800208274739158 0.02103017597939029 25 TARGET 100 0.0005 0.0 100 777 0.0 -88 0.01798755736074564 0.021021065697299713 25 TARGET 100 0.0005 0.0 100 777 0.0 -89 0.017962119457396595 0.020978389561853626 25 TARGET 100 0.0005 0.0 100 777 0.0 -90 0.017912995625249666 0.02095317809532086 25 TARGET 100 0.0005 0.0 100 777 0.0 -91 0.01788797091868289 0.020926535383544186 25 TARGET 100 0.0005 0.0 100 777 0.0 -92 0.017868196585463354 0.02092573055150834 25 TARGET 100 0.0005 0.0 100 777 0.0 -93 0.01782840244497113 0.02089685495152618 25 TARGET 100 0.0005 0.0 100 777 0.0 -94 0.017801307066522463 0.02091465588433273 25 TARGET 100 0.0005 0.0 100 777 0.0 -95 0.017775878868369944 0.02089830863317757 25 TARGET 100 0.0005 0.0 100 777 0.0 -96 0.017747086996482277 0.02087631957097487 25 TARGET 100 0.0005 0.0 100 777 0.0 -97 0.01771045389651048 0.020893217769987656 25 TARGET 100 0.0005 0.0 100 777 0.0 -98 0.017701093609184527 0.02088943465302388 25 TARGET 100 0.0005 0.0 100 777 0.0 -99 0.0176760898464005 0.020854188834853245 25 TARGET 100 0.0005 0.0 100 777 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.0005lr_50bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.0005lr_50bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 06694b129..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.0005lr_50bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08373028892860669 0.06112589845151612 50 TARGET 100 0.0005 0.1 100 5520 0.0 -1 0.05456206213795778 0.04537690103505597 50 TARGET 100 0.0005 0.1 100 5520 0.0 -2 0.04545234265401708 0.04099722466234005 50 TARGET 100 0.0005 0.1 100 5520 0.0 -3 0.04235777834599668 0.03847727822986516 50 TARGET 100 0.0005 0.1 100 5520 0.0 -4 0.03964501804976351 0.03589171103455804 50 TARGET 100 0.0005 0.1 100 5520 0.0 -5 0.03750757096642597 0.0340523159865177 50 TARGET 100 0.0005 0.1 100 5520 0.0 -6 0.03617569167003888 0.03308625869227178 50 TARGET 100 0.0005 0.1 100 5520 0.0 -7 0.03524898949646789 0.03230848456874038 50 TARGET 100 0.0005 0.1 100 5520 0.0 -8 0.03446423663735791 0.03164885960745089 50 TARGET 100 0.0005 0.1 100 5520 0.0 -9 0.033855064706218366 0.03113156963478435 50 TARGET 100 0.0005 0.1 100 5520 0.0 -10 0.03338278761064565 0.030747363964716595 50 TARGET 100 0.0005 0.1 100 5520 0.0 -11 0.03280637763841987 0.03022214984803489 50 TARGET 100 0.0005 0.1 100 5520 0.0 -12 0.03223429906247842 0.02964367000668338 50 TARGET 100 0.0005 0.1 100 5520 0.0 -13 0.03169716626205027 0.029206447133963757 50 TARGET 100 0.0005 0.1 100 5520 0.0 -14 0.031160265709013247 0.028865609995343468 50 TARGET 100 0.0005 0.1 100 5520 0.0 -15 0.030457268835920277 0.028311988169496708 50 TARGET 100 0.0005 0.1 100 5520 0.0 -16 0.02980511774142784 0.027918446413946873 50 TARGET 100 0.0005 0.1 100 5520 0.0 -17 0.02941689280924773 0.02744699969436183 50 TARGET 100 0.0005 0.1 100 5520 0.0 -18 0.028980559453067153 0.027054655619642952 50 TARGET 100 0.0005 0.1 100 5520 0.0 -19 0.028536351171858383 0.026701018270669563 50 TARGET 100 0.0005 0.1 100 5520 0.0 -20 0.028192837205198076 0.02643919216864037 50 TARGET 100 0.0005 0.1 100 5520 0.0 -21 0.027653867811566653 0.026145365597172218 50 TARGET 100 0.0005 0.1 100 5520 0.0 -22 0.027392500384337572 0.0258846434228348 50 TARGET 100 0.0005 0.1 100 5520 0.0 -23 0.027083170973391645 0.025755473215020065 50 TARGET 100 0.0005 0.1 100 5520 0.0 -24 0.026840603054322378 0.02552833729846911 50 TARGET 100 0.0005 0.1 100 5520 0.0 -25 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0.020384455413278504 0.022230313244191082 50 TARGET 100 0.0005 0.1 100 5520 0.0 -98 0.020364633983985744 0.0221916421344786 50 TARGET 100 0.0005 0.1 100 5520 0.0 -99 0.02033110421389241 0.022191770656993896 50 TARGET 100 0.0005 0.1 100 5520 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.0005lr_50bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.0005lr_50bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index eb37f3830..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.0005lr_50bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09054303512930469 0.06990524110468951 50 TARGET 100 0.0005 0.5 100 9042 0.0 -1 0.0681459661259595 0.0508343946527351 50 TARGET 100 0.0005 0.5 100 9042 0.0 -2 0.055190412195945025 0.04404780799240777 50 TARGET 100 0.0005 0.5 100 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0.03590670291974087 0.03214345398274335 50 TARGET 100 0.0005 0.5 100 9042 0.0 -16 0.035714235470351144 0.031838485688874214 50 TARGET 100 0.0005 0.5 100 9042 0.0 -17 0.035106442141211794 0.031670736092509644 50 TARGET 100 0.0005 0.5 100 9042 0.0 -18 0.03523706910059308 0.03140424857988502 50 TARGET 100 0.0005 0.5 100 9042 0.0 -19 0.034193935468542054 0.03120879591865973 50 TARGET 100 0.0005 0.5 100 9042 0.0 -20 0.034040242709495405 0.030861005412809776 50 TARGET 100 0.0005 0.5 100 9042 0.0 -21 0.033850657493377775 0.030705501184319004 50 TARGET 100 0.0005 0.5 100 9042 0.0 -22 0.03357063760661116 0.030458384221701912 50 TARGET 100 0.0005 0.5 100 9042 0.0 -23 0.033196647635814716 0.030240882526744495 50 TARGET 100 0.0005 0.5 100 9042 0.0 -24 0.03288279090590951 0.03004009880577073 50 TARGET 100 0.0005 0.5 100 9042 0.0 -25 0.03303730471517502 0.029878235563184277 50 TARGET 100 0.0005 0.5 100 9042 0.0 -26 0.032872748275848754 0.029760314546751255 50 TARGET 100 0.0005 0.5 100 9042 0.0 -27 0.03236657601815683 0.02944452761474884 50 TARGET 100 0.0005 0.5 100 9042 0.0 -28 0.03250461806126115 0.02943270653486252 50 TARGET 100 0.0005 0.5 100 9042 0.0 -29 0.031908201712249507 0.02932392540528919 50 TARGET 100 0.0005 0.5 100 9042 0.0 -30 0.031815380986892815 0.029165657914497635 50 TARGET 100 0.0005 0.5 100 9042 0.0 -31 0.03173008071954804 0.02920191910004977 50 TARGET 100 0.0005 0.5 100 9042 0.0 -32 0.03168531686619476 0.02900685759430582 50 TARGET 100 0.0005 0.5 100 9042 0.0 -33 0.03126468923356798 0.028681374126763054 50 TARGET 100 0.0005 0.5 100 9042 0.0 -34 0.03141335990618576 0.028670410653858475 50 TARGET 100 0.0005 0.5 100 9042 0.0 -35 0.03091855194758285 0.02869532522604321 50 TARGET 100 0.0005 0.5 100 9042 0.0 -36 0.030924010319440854 0.02854810305165522 50 TARGET 100 0.0005 0.5 100 9042 0.0 -37 0.030891533470665564 0.028334596448323944 50 TARGET 100 0.0005 0.5 100 9042 0.0 -38 0.03066078227276754 0.028242080557075413 50 TARGET 100 0.0005 0.5 100 9042 0.0 -39 0.03067071110587128 0.028096681460738182 50 TARGET 100 0.0005 0.5 100 9042 0.0 -40 0.030264759699654097 0.028009835687099083 50 TARGET 100 0.0005 0.5 100 9042 0.0 -41 0.030175107822875784 0.027872813921986206 50 TARGET 100 0.0005 0.5 100 9042 0.0 -42 0.03019414316574331 0.027681566153963406 50 TARGET 100 0.0005 0.5 100 9042 0.0 -43 0.02966089319023821 0.027562819195516182 50 TARGET 100 0.0005 0.5 100 9042 0.0 -44 0.029835134117490916 0.02752316404472698 50 TARGET 100 0.0005 0.5 100 9042 0.0 -45 0.02992689529251972 0.02731778004178495 50 TARGET 100 0.0005 0.5 100 9042 0.0 -46 0.029404405993644637 0.02737866962949435 50 TARGET 100 0.0005 0.5 100 9042 0.0 -47 0.029544514650949323 0.027246568859978157 50 TARGET 100 0.0005 0.5 100 9042 0.0 -48 0.029288394840728954 0.027195180568731193 50 TARGET 100 0.0005 0.5 100 9042 0.0 -49 0.029173856764178885 0.027047379901914886 50 TARGET 100 0.0005 0.5 100 9042 0.0 -50 0.0289105765069976 0.026978950213753815 50 TARGET 100 0.0005 0.5 100 9042 0.0 -51 0.0291881347231893 0.02706823159347881 50 TARGET 100 0.0005 0.5 100 9042 0.0 -52 0.029075731200351056 0.02695036775460749 50 TARGET 100 0.0005 0.5 100 9042 0.0 -53 0.028725615272969508 0.026810240960030846 50 TARGET 100 0.0005 0.5 100 9042 0.0 -54 0.02842612236562602 0.026795696918711517 50 TARGET 100 0.0005 0.5 100 9042 0.0 -55 0.028467721145863486 0.02674913987743132 50 TARGET 100 0.0005 0.5 100 9042 0.0 -56 0.02827512684845764 0.02670717623197671 50 TARGET 100 0.0005 0.5 100 9042 0.0 -57 0.028440124916558715 0.026629791961926403 50 TARGET 100 0.0005 0.5 100 9042 0.0 -58 0.02837861669861307 0.026639178113052338 50 TARGET 100 0.0005 0.5 100 9042 0.0 -59 0.028337808702178675 0.026658511918151016 50 TARGET 100 0.0005 0.5 100 9042 0.0 -60 0.028510873171466368 0.026432304671316437 50 TARGET 100 0.0005 0.5 100 9042 0.0 -61 0.028137113685760433 0.026417638993624485 50 TARGET 100 0.0005 0.5 100 9042 0.0 -62 0.02844446984053862 0.02644752174841635 50 TARGET 100 0.0005 0.5 100 9042 0.0 -63 0.02839640766281873 0.026438585736534813 50 TARGET 100 0.0005 0.5 100 9042 0.0 -64 0.028150788135199434 0.026245997879992832 50 TARGET 100 0.0005 0.5 100 9042 0.0 -65 0.028179093091576186 0.026337984610687603 50 TARGET 100 0.0005 0.5 100 9042 0.0 -66 0.028232826729013463 0.026334260054158443 50 TARGET 100 0.0005 0.5 100 9042 0.0 -67 0.02796580178995526 0.0262311953825481 50 TARGET 100 0.0005 0.5 100 9042 0.0 -68 0.0277991984415837 0.026177510732051098 50 TARGET 100 0.0005 0.5 100 9042 0.0 -69 0.027900699820833576 0.02615315653383732 50 TARGET 100 0.0005 0.5 100 9042 0.0 -70 0.02788231608392012 0.026139359751885586 50 TARGET 100 0.0005 0.5 100 9042 0.0 -71 0.027978987580397314 0.02605887372611147 50 TARGET 100 0.0005 0.5 100 9042 0.0 -72 0.027998473689662486 0.02598605209001989 50 TARGET 100 0.0005 0.5 100 9042 0.0 -73 0.027633170349529695 0.0260215246429046 50 TARGET 100 0.0005 0.5 100 9042 0.0 -74 0.027390250810719902 0.026030411774461918 50 TARGET 100 0.0005 0.5 100 9042 0.0 -75 0.02780813787772198 0.026044916418014152 50 TARGET 100 0.0005 0.5 100 9042 0.0 -76 0.02764549769260466 0.025935204417416542 50 TARGET 100 0.0005 0.5 100 9042 0.0 -77 0.02803890060269672 0.025966197816711483 50 TARGET 100 0.0005 0.5 100 9042 0.0 -78 0.027528346600857647 0.02581936233874523 50 TARGET 100 0.0005 0.5 100 9042 0.0 -79 0.027364963308127238 0.02592082101513039 50 TARGET 100 0.0005 0.5 100 9042 0.0 -80 0.027377215373997735 0.025774008509787647 50 TARGET 100 0.0005 0.5 100 9042 0.0 -81 0.027777808232339544 0.02582658590240912 50 TARGET 100 0.0005 0.5 100 9042 0.0 -82 0.027229237912680566 0.02583302551824035 50 TARGET 100 0.0005 0.5 100 9042 0.0 -83 0.027369946956333487 0.025729896782925636 50 TARGET 100 0.0005 0.5 100 9042 0.0 -84 0.027252319717296847 0.025773429735140366 50 TARGET 100 0.0005 0.5 100 9042 0.0 -85 0.02744611043495562 0.025845468044281006 50 TARGET 100 0.0005 0.5 100 9042 0.0 -86 0.027397662056265055 0.025621680317051483 50 TARGET 100 0.0005 0.5 100 9042 0.0 -87 0.02728830407740492 0.025672380558469078 50 TARGET 100 0.0005 0.5 100 9042 0.0 -88 0.02726985529842802 0.02559601024470546 50 TARGET 100 0.0005 0.5 100 9042 0.0 -89 0.027322922090087274 0.025656851347197186 50 TARGET 100 0.0005 0.5 100 9042 0.0 -90 0.027428151851501128 0.025636298017519894 50 TARGET 100 0.0005 0.5 100 9042 0.0 -91 0.027006299131446414 0.02560986623619542 50 TARGET 100 0.0005 0.5 100 9042 0.0 -92 0.027051365090791223 0.025665966681007183 50 TARGET 100 0.0005 0.5 100 9042 0.0 -93 0.027512459285080632 0.02552250276009242 50 TARGET 100 0.0005 0.5 100 9042 0.0 -94 0.02704874521453774 0.025632677261124958 50 TARGET 100 0.0005 0.5 100 9042 0.0 -95 0.02726974795487794 0.0254115830881126 50 TARGET 100 0.0005 0.5 100 9042 0.0 -96 0.027086811679531426 0.025497804311188785 50 TARGET 100 0.0005 0.5 100 9042 0.0 -97 0.027146684087386436 0.02554000835075523 50 TARGET 100 0.0005 0.5 100 9042 0.0 -98 0.027113094530773884 0.0254993602972139 50 TARGET 100 0.0005 0.5 100 9042 0.0 -99 0.0271050283867201 0.025403798190933285 50 TARGET 100 0.0005 0.5 100 9042 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.0005lr_50bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.0005lr_50bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index 585491825..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.0005lr_50bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07994539421114456 0.05867131743015665 50 TARGET 100 0.0005 0.0 100 2659 0.0 -1 0.04980355867432424 0.04485684351036043 50 TARGET 100 0.0005 0.0 100 2659 0.0 -2 0.04311110163327018 0.04167979650876739 50 TARGET 100 0.0005 0.0 100 2659 0.0 -3 0.04055266725746068 0.03938722542741082 50 TARGET 100 0.0005 0.0 100 2659 0.0 -4 0.037919051418400775 0.03643765955260306 50 TARGET 100 0.0005 0.0 100 2659 0.0 -5 0.035442237651307974 0.03465809119921742 50 TARGET 100 0.0005 0.0 100 2659 0.0 -6 0.033870341112015624 0.033393612752358116 50 TARGET 100 0.0005 0.0 100 2659 0.0 -7 0.032702677340720236 0.0324649659521652 50 TARGET 100 0.0005 0.0 100 2659 0.0 -8 0.03180290366011838 0.031642735568862976 50 TARGET 100 0.0005 0.0 100 2659 0.0 -9 0.03096327541853844 0.030970210830370586 50 TARGET 100 0.0005 0.0 100 2659 0.0 -10 0.03024024611044211 0.030288035106478317 50 TARGET 100 0.0005 0.0 100 2659 0.0 -11 0.02956296428285464 0.0297257923379992 50 TARGET 100 0.0005 0.0 100 2659 0.0 -12 0.028913843893894443 0.029182275362087017 50 TARGET 100 0.0005 0.0 100 2659 0.0 -13 0.02835703676923959 0.028730575108166897 50 TARGET 100 0.0005 0.0 100 2659 0.0 -14 0.027833076614121394 0.028294063314343944 50 TARGET 100 0.0005 0.0 100 2659 0.0 -15 0.027370456806838712 0.02787500744064649 50 TARGET 100 0.0005 0.0 100 2659 0.0 -16 0.026961838030052507 0.02759329274748311 50 TARGET 100 0.0005 0.0 100 2659 0.0 -17 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_10bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_10bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 14fa0c8ed..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_10bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.049120580256988705 0.036410287587028564 10 TARGET 100 0.001 0.1 100 8617 0.0 -1 0.035610926397119706 0.032273869114843284 10 TARGET 100 0.001 0.1 100 8617 0.0 -2 0.03229640022873477 0.02946602942591364 10 TARGET 100 0.001 0.1 100 8617 0.0 -3 0.029972232188339585 0.027974630056908638 10 TARGET 100 0.001 0.1 100 8617 0.0 -4 0.028503354833232433 0.026847565885294567 10 TARGET 100 0.001 0.1 100 8617 0.0 -5 0.027297745505818212 0.02599729456459031 10 TARGET 100 0.001 0.1 100 8617 0.0 -6 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0.030297019152027187 10 TARGET 100 0.001 0.5 100 1157 0.0 -8 0.034180966359547496 0.029940161176703194 10 TARGET 100 0.001 0.5 100 1157 0.0 -9 0.03375050165888035 0.029983152663617424 10 TARGET 100 0.001 0.5 100 1157 0.0 -10 0.033465195629080936 0.029692268111940586 10 TARGET 100 0.001 0.5 100 1157 0.0 -11 0.033180809865144364 0.029357760862419098 10 TARGET 100 0.001 0.5 100 1157 0.0 -12 0.03329851266987597 0.02942074519215208 10 TARGET 100 0.001 0.5 100 1157 0.0 -13 0.03263342433831708 0.030601881275122814 10 TARGET 100 0.001 0.5 100 1157 0.0 -14 0.03329966413578401 0.029557614784800644 10 TARGET 100 0.001 0.5 100 1157 0.0 -15 0.03315895040729632 0.029401271745111004 10 TARGET 100 0.001 0.5 100 1157 0.0 -16 0.03310181288932911 0.029163780932625134 10 TARGET 100 0.001 0.5 100 1157 0.0 -17 0.03262841936062883 0.029233701527118683 10 TARGET 100 0.001 0.5 100 1157 0.0 -18 0.03259515116361255 0.029190270625280613 10 TARGET 100 0.001 0.5 100 1157 0.0 -19 0.032910250409534485 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_10bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.04845106064244754 0.03604462014680559 10 TARGET 100 0.001 0.0 100 9161 0.0 -1 0.03384269165621462 0.031361050960240944 10 TARGET 100 0.001 0.0 100 9161 0.0 -2 0.03032315464107075 0.028982591222633015 10 TARGET 100 0.001 0.0 100 9161 0.0 -3 0.028001332066024995 0.027637504718520424 10 TARGET 100 0.001 0.0 100 9161 0.0 -4 0.02651238317290942 0.026769446886398575 10 TARGET 100 0.001 0.0 100 9161 0.0 -5 0.025492653620714692 0.02633873920774821 10 TARGET 100 0.001 0.0 100 9161 0.0 -6 0.02480011706174624 0.025666707957332783 10 TARGET 100 0.001 0.0 100 9161 0.0 -7 0.024036795935697026 0.025367198060407783 10 TARGET 100 0.001 0.0 100 9161 0.0 -8 0.02352651995716472 0.025177969456170544 10 TARGET 100 0.001 0.0 100 9161 0.0 -9 0.02308231658029436 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0.022885865221420925 10 TARGET 100 0.001 0.0 100 9161 0.0 -46 0.018607925416694746 0.02290764631647052 10 TARGET 100 0.001 0.0 100 9161 0.0 -47 0.018575417266700804 0.02273733112396616 10 TARGET 100 0.001 0.0 100 9161 0.0 -48 0.018561506192340996 0.022905028227603798 10 TARGET 100 0.001 0.0 100 9161 0.0 -49 0.0185697566316485 0.022840896395571304 10 TARGET 100 0.001 0.0 100 9161 0.0 -50 0.018528452469192772 0.02293795228681781 10 TARGET 100 0.001 0.0 100 9161 0.0 -51 0.018508105272245327 0.02278214038321466 10 TARGET 100 0.001 0.0 100 9161 0.0 -52 0.01852256581751686 0.022781953780036984 10 TARGET 100 0.001 0.0 100 9161 0.0 -53 0.018429970951995465 0.022783073003996502 10 TARGET 100 0.001 0.0 100 9161 0.0 -54 0.018425243589964377 0.022817426050702732 10 TARGET 100 0.001 0.0 100 9161 0.0 -55 0.018408198753114703 0.022888218193794743 10 TARGET 100 0.001 0.0 100 9161 0.0 -56 0.018363412049432797 0.022760853453567535 10 TARGET 100 0.001 0.0 100 9161 0.0 -57 0.01836947914564148 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0.022494732882037308 10 TARGET 100 0.001 0.0 100 9161 0.0 -82 0.018060457632447333 0.02251831628382206 10 TARGET 100 0.001 0.0 100 9161 0.0 -83 0.01798171160573309 0.0225020997564901 10 TARGET 100 0.001 0.0 100 9161 0.0 -84 0.01797862958338626 0.02248679586883747 10 TARGET 100 0.001 0.0 100 9161 0.0 -85 0.017939847226094718 0.022428822901212807 10 TARGET 100 0.001 0.0 100 9161 0.0 -86 0.017901578723681897 0.022434591456796184 10 TARGET 100 0.001 0.0 100 9161 0.0 -87 0.017929906768705508 0.022456928184538177 10 TARGET 100 0.001 0.0 100 9161 0.0 -88 0.01795361308939128 0.022491987060868378 10 TARGET 100 0.001 0.0 100 9161 0.0 -89 0.017917525891829218 0.02252949678310842 10 TARGET 100 0.001 0.0 100 9161 0.0 -90 0.01788105674853128 0.022337581623684277 10 TARGET 100 0.001 0.0 100 9161 0.0 -91 0.017863593061112796 0.02246928079561754 10 TARGET 100 0.001 0.0 100 9161 0.0 -92 0.01791085263946241 0.022488332212422833 10 TARGET 100 0.001 0.0 100 9161 0.0 -93 0.017838478248302984 0.022497848635821632 10 TARGET 100 0.001 0.0 100 9161 0.0 -94 0.017805043752195458 0.02252885021946647 10 TARGET 100 0.001 0.0 100 9161 0.0 -95 0.017800750950922067 0.022449777207591316 10 TARGET 100 0.001 0.0 100 9161 0.0 -96 0.01777221061765947 0.02239535517539039 10 TARGET 100 0.001 0.0 100 9161 0.0 -97 0.017762443978928958 0.02247325929276871 10 TARGET 100 0.001 0.0 100 9161 0.0 -98 0.017780686386857772 0.022348337665651783 10 TARGET 100 0.001 0.0 100 9161 0.0 -99 0.017734177131519376 0.022476555384469753 10 TARGET 100 0.001 0.0 100 9161 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_25bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_25bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index f224a903c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_25bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.06337124709453848 0.04724651563799742 25 TARGET 100 0.001 0.1 100 8859 0.0 -1 0.04239038773106806 0.04071050617053653 25 TARGET 100 0.001 0.1 100 8859 0.0 -2 0.0375267949632623 0.03658232075924223 25 TARGET 100 0.001 0.1 100 8859 0.0 -3 0.03458946250278741 0.034352549775080246 25 TARGET 100 0.001 0.1 100 8859 0.0 -4 0.032840925441296014 0.03252074130895463 25 TARGET 100 0.001 0.1 100 8859 0.0 -5 0.031510195237041926 0.031073260149269394 25 TARGET 100 0.001 0.1 100 8859 0.0 -6 0.03026362458676702 0.029545010716626137 25 TARGET 100 0.001 0.1 100 8859 0.0 -7 0.02920158651127458 0.028306462040001697 25 TARGET 100 0.001 0.1 100 8859 0.0 -8 0.028579693657631425 0.027836358767341484 25 TARGET 100 0.001 0.1 100 8859 0.0 -9 0.027584090596848868 0.026979742543489643 25 TARGET 100 0.001 0.1 100 8859 0.0 -10 0.02708148564955201 0.026399583075985764 25 TARGET 100 0.001 0.1 100 8859 0.0 -11 0.026796534089904643 0.026040312354311798 25 TARGET 100 0.001 0.1 100 8859 0.0 -12 0.02640245704337804 0.025866242661846405 25 TARGET 100 0.001 0.1 100 8859 0.0 -13 0.02589133347663715 0.025644050854625122 25 TARGET 100 0.001 0.1 100 8859 0.0 -14 0.02591077436501731 0.025540964790817463 25 TARGET 100 0.001 0.1 100 8859 0.0 -15 0.025421725749116553 0.025031001504623528 25 TARGET 100 0.001 0.1 100 8859 0.0 -16 0.02522182536722233 0.02502069675899816 25 TARGET 100 0.001 0.1 100 8859 0.0 -17 0.02508304478845211 0.02473792487360311 25 TARGET 100 0.001 0.1 100 8859 0.0 -18 0.02502108350559216 0.024748759598217228 25 TARGET 100 0.001 0.1 100 8859 0.0 -19 0.024818153700694092 0.02446905289296851 25 TARGET 100 0.001 0.1 100 8859 0.0 -20 0.024590032419773065 0.024505336148043472 25 TARGET 100 0.001 0.1 100 8859 0.0 -21 0.024485155221965378 0.024237465903614506 25 TARGET 100 0.001 0.1 100 8859 0.0 -22 0.024503801149701833 0.024177692548343628 25 TARGET 100 0.001 0.1 100 8859 0.0 -23 0.024346757473217115 0.024139378868946522 25 TARGET 100 0.001 0.1 100 8859 0.0 -24 0.024379976683293128 0.023964161109743698 25 TARGET 100 0.001 0.1 100 8859 0.0 -25 0.02410328344940537 0.023962122670403034 25 TARGET 100 0.001 0.1 100 8859 0.0 -26 0.024039391174235127 0.02404300191185691 25 TARGET 100 0.001 0.1 100 8859 0.0 -27 0.02385447170234188 0.02360910445338849 25 TARGET 100 0.001 0.1 100 8859 0.0 -28 0.023824348754127218 0.02382759095141382 25 TARGET 100 0.001 0.1 100 8859 0.0 -29 0.02367989106812461 0.02355602149371848 25 TARGET 100 0.001 0.1 100 8859 0.0 -30 0.023531428136884764 0.023695911196145145 25 TARGET 100 0.001 0.1 100 8859 0.0 -31 0.023399501565454985 0.023421323011544617 25 TARGET 100 0.001 0.1 100 8859 0.0 -32 0.023295835366077496 0.02319850634331956 25 TARGET 100 0.001 0.1 100 8859 0.0 -33 0.023384846533689434 0.023300107709611908 25 TARGET 100 0.001 0.1 100 8859 0.0 -34 0.023194959095556928 0.02338441639122638 25 TARGET 100 0.001 0.1 100 8859 0.0 -35 0.02299853039259461 0.02328051101755012 25 TARGET 100 0.001 0.1 100 8859 0.0 -36 0.023076498398074397 0.02318457364471573 25 TARGET 100 0.001 0.1 100 8859 0.0 -37 0.022727885321158953 0.023056863637810402 25 TARGET 100 0.001 0.1 100 8859 0.0 -38 0.02282135984750609 0.023211937256608948 25 TARGET 100 0.001 0.1 100 8859 0.0 -39 0.022689366299245093 0.022950756899786717 25 TARGET 100 0.001 0.1 100 8859 0.0 -40 0.022724772207689807 0.02307157348276991 25 TARGET 100 0.001 0.1 100 8859 0.0 -41 0.022769163488112514 0.022923721169883556 25 TARGET 100 0.001 0.1 100 8859 0.0 -42 0.022492591498626605 0.02299297445764144 25 TARGET 100 0.001 0.1 100 8859 0.0 -43 0.022633428870377316 0.02284025652051875 25 TARGET 100 0.001 0.1 100 8859 0.0 -44 0.022424347450962973 0.022937226984085457 25 TARGET 100 0.001 0.1 100 8859 0.0 -45 0.022539597819951247 0.022908141300307983 25 TARGET 100 0.001 0.1 100 8859 0.0 -46 0.02235057006154197 0.02295280434191227 25 TARGET 100 0.001 0.1 100 8859 0.0 -47 0.022137212601524812 0.022795999450891308 25 TARGET 100 0.001 0.1 100 8859 0.0 -48 0.022408187201227805 0.022891619073396378 25 TARGET 100 0.001 0.1 100 8859 0.0 -49 0.022085873428920304 0.022829276650692478 25 TARGET 100 0.001 0.1 100 8859 0.0 -50 0.021986140687683415 0.02283649809771415 25 TARGET 100 0.001 0.1 100 8859 0.0 -51 0.022262760836267312 0.02273854294396711 25 TARGET 100 0.001 0.1 100 8859 0.0 -52 0.022092413266976474 0.022765720319567306 25 TARGET 100 0.001 0.1 100 8859 0.0 -53 0.021918561325254864 0.022749973658585186 25 TARGET 100 0.001 0.1 100 8859 0.0 -54 0.02213312481351272 0.02280968026907155 25 TARGET 100 0.001 0.1 100 8859 0.0 -55 0.0218818195333535 0.02279766510720506 25 TARGET 100 0.001 0.1 100 8859 0.0 -56 0.021881785805051776 0.022810364339613552 25 TARGET 100 0.001 0.1 100 8859 0.0 -57 0.021948193642075616 0.022773605206924858 25 TARGET 100 0.001 0.1 100 8859 0.0 -58 0.02212820229393364 0.02274631310931661 25 TARGET 100 0.001 0.1 100 8859 0.0 -59 0.021742946910436708 0.02274053447851629 25 TARGET 100 0.001 0.1 100 8859 0.0 -60 0.021745573622660604 0.022741318454570843 25 TARGET 100 0.001 0.1 100 8859 0.0 -61 0.021790849910390497 0.022654295786086357 25 TARGET 100 0.001 0.1 100 8859 0.0 -62 0.021713862302227053 0.022777039642361076 25 TARGET 100 0.001 0.1 100 8859 0.0 -63 0.021801956088881098 0.02279792009203723 25 TARGET 100 0.001 0.1 100 8859 0.0 -64 0.02164511923813057 0.022619541593347534 25 TARGET 100 0.001 0.1 100 8859 0.0 -65 0.02178341669253127 0.022709396808887974 25 TARGET 100 0.001 0.1 100 8859 0.0 -66 0.02174034220815608 0.02262549776809685 25 TARGET 100 0.001 0.1 100 8859 0.0 -67 0.02161987888805493 0.022729495709592647 25 TARGET 100 0.001 0.1 100 8859 0.0 -68 0.021659520144263904 0.022659983231940052 25 TARGET 100 0.001 0.1 100 8859 0.0 -69 0.02161833377686715 0.02264647919571761 25 TARGET 100 0.001 0.1 100 8859 0.0 -70 0.021858660899328464 0.022586667797330654 25 TARGET 100 0.001 0.1 100 8859 0.0 -71 0.02164806391078013 0.022627280347726562 25 TARGET 100 0.001 0.1 100 8859 0.0 -72 0.02166032143288389 0.022607404456445664 25 TARGET 100 0.001 0.1 100 8859 0.0 -73 0.02171753183546592 0.02258269384390477 25 TARGET 100 0.001 0.1 100 8859 0.0 -74 0.02152865902467408 0.022661543846356148 25 TARGET 100 0.001 0.1 100 8859 0.0 -75 0.021536829175822662 0.022603650408034973 25 TARGET 100 0.001 0.1 100 8859 0.0 -76 0.02146138803663378 0.022807472611241268 25 TARGET 100 0.001 0.1 100 8859 0.0 -77 0.02153536015713857 0.022574621337381275 25 TARGET 100 0.001 0.1 100 8859 0.0 -78 0.021778863174245013 0.0226248437820962 25 TARGET 100 0.001 0.1 100 8859 0.0 -79 0.021653320354970817 0.02254461928863417 25 TARGET 100 0.001 0.1 100 8859 0.0 -80 0.021570444665222056 0.02271630538796837 25 TARGET 100 0.001 0.1 100 8859 0.0 -81 0.02151983578748976 0.022531590819584602 25 TARGET 100 0.001 0.1 100 8859 0.0 -82 0.02152531551391589 0.02254598271666151 25 TARGET 100 0.001 0.1 100 8859 0.0 -83 0.021486941521190836 0.022648003798994152 25 TARGET 100 0.001 0.1 100 8859 0.0 -84 0.02169170187980639 0.02262733687618465 25 TARGET 100 0.001 0.1 100 8859 0.0 -85 0.021497985301068938 0.02255320210348476 25 TARGET 100 0.001 0.1 100 8859 0.0 -86 0.021549745487920966 0.02257706154363625 25 TARGET 100 0.001 0.1 100 8859 0.0 -87 0.02148916756088284 0.022498651972096977 25 TARGET 100 0.001 0.1 100 8859 0.0 -88 0.021614260664241082 0.02262722322660865 25 TARGET 100 0.001 0.1 100 8859 0.0 -89 0.021606116317312928 0.022499483897153175 25 TARGET 100 0.001 0.1 100 8859 0.0 -90 0.021810958958434736 0.022576912814243275 25 TARGET 100 0.001 0.1 100 8859 0.0 -91 0.021434458192149397 0.022486165448120148 25 TARGET 100 0.001 0.1 100 8859 0.0 -92 0.021626011625258408 0.02254543679230141 25 TARGET 100 0.001 0.1 100 8859 0.0 -93 0.021351729958672516 0.022316449858022457 25 TARGET 100 0.001 0.1 100 8859 0.0 -94 0.021707656501670076 0.02257130074907433 25 TARGET 100 0.001 0.1 100 8859 0.0 -95 0.021400183204072293 0.022408458319577305 25 TARGET 100 0.001 0.1 100 8859 0.0 -96 0.021265416885867264 0.022469665996278778 25 TARGET 100 0.001 0.1 100 8859 0.0 -97 0.021537821282090162 0.022626706088582676 25 TARGET 100 0.001 0.1 100 8859 0.0 -98 0.021256131029088892 0.02237070075264483 25 TARGET 100 0.001 0.1 100 8859 0.0 -99 0.02155828452120325 0.02254443062525807 25 TARGET 100 0.001 0.1 100 8859 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_25bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_25bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index c6e219dd9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_25bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07496405959831745 0.04866246850878903 25 TARGET 100 0.001 0.5 100 2717 0.0 -1 0.05108302857990217 0.04274872831548705 25 TARGET 100 0.001 0.5 100 2717 0.0 -2 0.04603755163649718 0.0391384336645856 25 TARGET 100 0.001 0.5 100 2717 0.0 -3 0.04369478385506655 0.037977691062472084 25 TARGET 100 0.001 0.5 100 2717 0.0 -4 0.04162494448148442 0.03588861819695343 25 TARGET 100 0.001 0.5 100 2717 0.0 -5 0.040206728703797066 0.034374353673421974 25 TARGET 100 0.001 0.5 100 2717 0.0 -6 0.03970254181887365 0.03381097158699325 25 TARGET 100 0.001 0.5 100 2717 0.0 -7 0.03852514015128115 0.03292179045577844 25 TARGET 100 0.001 0.5 100 2717 0.0 -8 0.03746251105911001 0.03321294142215541 25 TARGET 100 0.001 0.5 100 2717 0.0 -9 0.03726454957165702 0.03252469389840509 25 TARGET 100 0.001 0.5 100 2717 0.0 -10 0.03691514134281613 0.032297779862402065 25 TARGET 100 0.001 0.5 100 2717 0.0 -11 0.0358756743434202 0.03173358789221807 25 TARGET 100 0.001 0.5 100 2717 0.0 -12 0.035082076654239534 0.03146695752035488 25 TARGET 100 0.001 0.5 100 2717 0.0 -13 0.03520431077916815 0.03161440699389487 25 TARGET 100 0.001 0.5 100 2717 0.0 -14 0.034556516007165916 0.03140203956740372 25 TARGET 100 0.001 0.5 100 2717 0.0 -15 0.034684242015886387 0.031135351905091244 25 TARGET 100 0.001 0.5 100 2717 0.0 -16 0.03438935386211382 0.030737379537613102 25 TARGET 100 0.001 0.5 100 2717 0.0 -17 0.03401809094178958 0.030339090746234764 25 TARGET 100 0.001 0.5 100 2717 0.0 -18 0.033814482165105415 0.03019316116291465 25 TARGET 100 0.001 0.5 100 2717 0.0 -19 0.03385395207363949 0.030211896099375957 25 TARGET 100 0.001 0.5 100 2717 0.0 -20 0.03410428152215802 0.030072502678993977 25 TARGET 100 0.001 0.5 100 2717 0.0 -21 0.03336895857733809 0.030152890266794147 25 TARGET 100 0.001 0.5 100 2717 0.0 -22 0.03276083720001308 0.029733635739169338 25 TARGET 100 0.001 0.5 100 2717 0.0 -23 0.033551931415719015 0.029690906631224083 25 TARGET 100 0.001 0.5 100 2717 0.0 -24 0.03276235950790873 0.029428450926912552 25 TARGET 100 0.001 0.5 100 2717 0.0 -25 0.03275190797706545 0.029534511889020603 25 TARGET 100 0.001 0.5 100 2717 0.0 -26 0.03294434399039858 0.029412191897404915 25 TARGET 100 0.001 0.5 100 2717 0.0 -27 0.03240693996814064 0.029620417083303135 25 TARGET 100 0.001 0.5 100 2717 0.0 -28 0.03198086045469198 0.029208155602894047 25 TARGET 100 0.001 0.5 100 2717 0.0 -29 0.032309591215141494 0.028923709820391552 25 TARGET 100 0.001 0.5 100 2717 0.0 -30 0.0321950770989813 0.028896134205614075 25 TARGET 100 0.001 0.5 100 2717 0.0 -31 0.03257195268027008 0.02904447416464488 25 TARGET 100 0.001 0.5 100 2717 0.0 -32 0.03217673018537085 0.029044181644690758 25 TARGET 100 0.001 0.5 100 2717 0.0 -33 0.03218310522009628 0.02883157783159704 25 TARGET 100 0.001 0.5 100 2717 0.0 -34 0.031898775495438264 0.028819485059515995 25 TARGET 100 0.001 0.5 100 2717 0.0 -35 0.031802899655744885 0.029036378600832188 25 TARGET 100 0.001 0.5 100 2717 0.0 -36 0.0320896498720955 0.02898974177625143 25 TARGET 100 0.001 0.5 100 2717 0.0 -37 0.03226333754356662 0.029080146302779514 25 TARGET 100 0.001 0.5 100 2717 0.0 -38 0.03187986013325878 0.02882667232982137 25 TARGET 100 0.001 0.5 100 2717 0.0 -39 0.03166339188651103 0.028951064655275055 25 TARGET 100 0.001 0.5 100 2717 0.0 -40 0.03200623108331202 0.029098258043328922 25 TARGET 100 0.001 0.5 100 2717 0.0 -41 0.031653609371396024 0.02861638595773415 25 TARGET 100 0.001 0.5 100 2717 0.0 -42 0.03157683645346851 0.028485553508455105 25 TARGET 100 0.001 0.5 100 2717 0.0 -43 0.03183320470104113 0.028506945592887474 25 TARGET 100 0.001 0.5 100 2717 0.0 -44 0.0313330004273942 0.02893622831977678 25 TARGET 100 0.001 0.5 100 2717 0.0 -45 0.03188534798445525 0.02866378011689945 25 TARGET 100 0.001 0.5 100 2717 0.0 -46 0.03210406958341899 0.028489011932503094 25 TARGET 100 0.001 0.5 100 2717 0.0 -47 0.03145086549235013 0.02879624297334389 25 TARGET 100 0.001 0.5 100 2717 0.0 -48 0.03158271586779593 0.028896606781265953 25 TARGET 100 0.001 0.5 100 2717 0.0 -49 0.031722258274703714 0.028588199395347725 25 TARGET 100 0.001 0.5 100 2717 0.0 -50 0.031327728733972264 0.028980730496572727 25 TARGET 100 0.001 0.5 100 2717 0.0 -51 0.03136332142119757 0.028516698402888847 25 TARGET 100 0.001 0.5 100 2717 0.0 -52 0.03116825877089894 0.028495295114363686 25 TARGET 100 0.001 0.5 100 2717 0.0 -53 0.031475025295007106 0.028389157642695038 25 TARGET 100 0.001 0.5 100 2717 0.0 -54 0.031868419468854416 0.028351136596139633 25 TARGET 100 0.001 0.5 100 2717 0.0 -55 0.03142954575945231 0.028267952077316517 25 TARGET 100 0.001 0.5 100 2717 0.0 -56 0.03140773403110227 0.028320869600231 25 TARGET 100 0.001 0.5 100 2717 0.0 -57 0.031642222946340386 0.028063667345453392 25 TARGET 100 0.001 0.5 100 2717 0.0 -58 0.03132631246514794 0.028265343809669666 25 TARGET 100 0.001 0.5 100 2717 0.0 -59 0.030820172264394336 0.02834860258030169 25 TARGET 100 0.001 0.5 100 2717 0.0 -60 0.03164949869229035 0.02842777981563951 25 TARGET 100 0.001 0.5 100 2717 0.0 -61 0.03195517553449279 0.028411246243525635 25 TARGET 100 0.001 0.5 100 2717 0.0 -62 0.030900555797648752 0.028331938171477028 25 TARGET 100 0.001 0.5 100 2717 0.0 -63 0.031244070184501736 0.028421768890411564 25 TARGET 100 0.001 0.5 100 2717 0.0 -64 0.031101914611880225 0.028568655337122353 25 TARGET 100 0.001 0.5 100 2717 0.0 -65 0.03147303310508279 0.028324842029674488 25 TARGET 100 0.001 0.5 100 2717 0.0 -66 0.03136708772418274 0.028320981048499092 25 TARGET 100 0.001 0.5 100 2717 0.0 -67 0.031251194247166915 0.028420679609883915 25 TARGET 100 0.001 0.5 100 2717 0.0 -68 0.03129349831454079 0.028401570648632267 25 TARGET 100 0.001 0.5 100 2717 0.0 -69 0.03154367075837923 0.028304087252102116 25 TARGET 100 0.001 0.5 100 2717 0.0 -70 0.03136132396005019 0.02818930772782275 25 TARGET 100 0.001 0.5 100 2717 0.0 -71 0.03132519743370789 0.028220380035539467 25 TARGET 100 0.001 0.5 100 2717 0.0 -72 0.03110816454207556 0.028590199763350414 25 TARGET 100 0.001 0.5 100 2717 0.0 -73 0.03143866097723896 0.02830310490433917 25 TARGET 100 0.001 0.5 100 2717 0.0 -74 0.031201497428997197 0.02851810949769887 25 TARGET 100 0.001 0.5 100 2717 0.0 -75 0.03159677999577037 0.028824690108497936 25 TARGET 100 0.001 0.5 100 2717 0.0 -76 0.031747863345751255 0.02881496772170067 25 TARGET 100 0.001 0.5 100 2717 0.0 -77 0.031066616705496503 0.028211609601522938 25 TARGET 100 0.001 0.5 100 2717 0.0 -78 0.03140598005906801 0.028353946481012936 25 TARGET 100 0.001 0.5 100 2717 0.0 -79 0.03175756766739919 0.028185383783596935 25 TARGET 100 0.001 0.5 100 2717 0.0 -80 0.03106445367275565 0.028418854330525253 25 TARGET 100 0.001 0.5 100 2717 0.0 -81 0.031168124992839417 0.02832237769369826 25 TARGET 100 0.001 0.5 100 2717 0.0 -82 0.031478127179297336 0.02839412348288478 25 TARGET 100 0.001 0.5 100 2717 0.0 -83 0.03101572327265635 0.02826275992574114 25 TARGET 100 0.001 0.5 100 2717 0.0 -84 0.031140162016857754 0.028362481177530506 25 TARGET 100 0.001 0.5 100 2717 0.0 -85 0.031451235804393234 0.028547177147684677 25 TARGET 100 0.001 0.5 100 2717 0.0 -86 0.03139468385314299 0.028186170384287834 25 TARGET 100 0.001 0.5 100 2717 0.0 -87 0.031197966455861374 0.028146209618584675 25 TARGET 100 0.001 0.5 100 2717 0.0 -88 0.03127245322772951 0.028303971090777355 25 TARGET 100 0.001 0.5 100 2717 0.0 -89 0.031042319311688243 0.02879647413889567 25 TARGET 100 0.001 0.5 100 2717 0.0 -90 0.03099868776784702 0.02875090144913305 25 TARGET 100 0.001 0.5 100 2717 0.0 -91 0.03104064561526984 0.02840462310070341 25 TARGET 100 0.001 0.5 100 2717 0.0 -92 0.031626154304880284 0.02878600141654412 25 TARGET 100 0.001 0.5 100 2717 0.0 -93 0.031335346833473506 0.02814878782991207 25 TARGET 100 0.001 0.5 100 2717 0.0 -94 0.031232262961566448 0.0284882326977271 25 TARGET 100 0.001 0.5 100 2717 0.0 -95 0.031135215326792462 0.028048258246571728 25 TARGET 100 0.001 0.5 100 2717 0.0 -96 0.03157634569037242 0.028308992810321575 25 TARGET 100 0.001 0.5 100 2717 0.0 -97 0.031097117156066275 0.028554356939187557 25 TARGET 100 0.001 0.5 100 2717 0.0 -98 0.030828919302458915 0.028442097884235962 25 TARGET 100 0.001 0.5 100 2717 0.0 -99 0.031216551781779386 0.02830248551838326 25 TARGET 100 0.001 0.5 100 2717 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_25bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_25bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index cad62b98e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_25bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.058865121807213185 0.04214654580661745 25 TARGET 100 0.001 0.0 100 4250 0.0 -1 0.03989528000404939 0.035779590125788345 25 TARGET 100 0.001 0.0 100 4250 0.0 -2 0.03423951078921256 0.032500609811959846 25 TARGET 100 0.001 0.0 100 4250 0.0 -3 0.03145023886277419 0.03043840311919198 25 TARGET 100 0.001 0.0 100 4250 0.0 -4 0.029444525714474496 0.028905655737176086 25 TARGET 100 0.001 0.0 100 4250 0.0 -5 0.027956625484306403 0.027826540934091263 25 TARGET 100 0.001 0.0 100 4250 0.0 -6 0.02701365348792036 0.02723920794034546 25 TARGET 100 0.001 0.0 100 4250 0.0 -7 0.026237271713588375 0.026535104734428 25 TARGET 100 0.001 0.0 100 4250 0.0 -8 0.025526812971139998 0.02609831306406043 25 TARGET 100 0.001 0.0 100 4250 0.0 -9 0.02499685131690719 0.02571067978825533 25 TARGET 100 0.001 0.0 100 4250 0.0 -10 0.024514848629784102 0.025396820044878757 25 TARGET 100 0.001 0.0 100 4250 0.0 -11 0.024121423211161938 0.02504195755516941 25 TARGET 100 0.001 0.0 100 4250 0.0 -12 0.023746702578608638 0.024980811684420616 25 TARGET 100 0.001 0.0 100 4250 0.0 -13 0.02348211633123031 0.024755030531774868 25 TARGET 100 0.001 0.0 100 4250 0.0 -14 0.023135047509438462 0.02451104617141413 25 TARGET 100 0.001 0.0 100 4250 0.0 -15 0.022859306745732874 0.024334959121364536 25 TARGET 100 0.001 0.0 100 4250 0.0 -16 0.022619969380850143 0.024198625631856197 25 TARGET 100 0.001 0.0 100 4250 0.0 -17 0.02235067366412292 0.023998310874131592 25 TARGET 100 0.001 0.0 100 4250 0.0 -18 0.02212412511735452 0.02392015346523487 25 TARGET 100 0.001 0.0 100 4250 0.0 -19 0.021913315363930732 0.023761599606862575 25 TARGET 100 0.001 0.0 100 4250 0.0 -20 0.021741537408595937 0.02373338784232284 25 TARGET 100 0.001 0.0 100 4250 0.0 -21 0.021532760277666426 0.02363678522295121 25 TARGET 100 0.001 0.0 100 4250 0.0 -22 0.021360292877086285 0.023493173927294487 25 TARGET 100 0.001 0.0 100 4250 0.0 -23 0.021193387040159717 0.023414159729851013 25 TARGET 100 0.001 0.0 100 4250 0.0 -24 0.021030246712869467 0.023339641139362797 25 TARGET 100 0.001 0.0 100 4250 0.0 -25 0.02086893491045594 0.023333158682693134 25 TARGET 100 0.001 0.0 100 4250 0.0 -26 0.02075240549063843 0.02319515674290332 25 TARGET 100 0.001 0.0 100 4250 0.0 -27 0.020578119841087546 0.02314314948902889 25 TARGET 100 0.001 0.0 100 4250 0.0 -28 0.020439204339703126 0.0231209701830239 25 TARGET 100 0.001 0.0 100 4250 0.0 -29 0.02034543724322961 0.023028912417816395 25 TARGET 100 0.001 0.0 100 4250 0.0 -30 0.020204251262073966 0.02296133954642397 25 TARGET 100 0.001 0.0 100 4250 0.0 -31 0.02008944055573507 0.022945380854335697 25 TARGET 100 0.001 0.0 100 4250 0.0 -32 0.019988876472694504 0.022887007841332394 25 TARGET 100 0.001 0.0 100 4250 0.0 -33 0.019897469839940368 0.02288444574470773 25 TARGET 100 0.001 0.0 100 4250 0.0 -34 0.019777526241736582 0.02278237713670189 25 TARGET 100 0.001 0.0 100 4250 0.0 -35 0.019713146674763475 0.022806271995333107 25 TARGET 100 0.001 0.0 100 4250 0.0 -36 0.01960173710202328 0.022742396587449493 25 TARGET 100 0.001 0.0 100 4250 0.0 -37 0.01951545978949628 0.02278888648883863 25 TARGET 100 0.001 0.0 100 4250 0.0 -38 0.019460681411955092 0.022723510663843517 25 TARGET 100 0.001 0.0 100 4250 0.0 -39 0.019383217659637783 0.022594282008481747 25 TARGET 100 0.001 0.0 100 4250 0.0 -40 0.019319133616682856 0.022624070586805992 25 TARGET 100 0.001 0.0 100 4250 0.0 -41 0.019254260197883906 0.02259779828741695 25 TARGET 100 0.001 0.0 100 4250 0.0 -42 0.019194060268651957 0.022580964321439915 25 TARGET 100 0.001 0.0 100 4250 0.0 -43 0.01913009684608139 0.022548585960810833 25 TARGET 100 0.001 0.0 100 4250 0.0 -44 0.019054724690614123 0.022527165654482262 25 TARGET 100 0.001 0.0 100 4250 0.0 -45 0.019014109452866544 0.022571923521657784 25 TARGET 100 0.001 0.0 100 4250 0.0 -46 0.0189505516792889 0.022485003834872536 25 TARGET 100 0.001 0.0 100 4250 0.0 -47 0.01889573637182865 0.022470817703640823 25 TARGET 100 0.001 0.0 100 4250 0.0 -48 0.018818557485060058 0.022451670558163613 25 TARGET 100 0.001 0.0 100 4250 0.0 -49 0.01876569585090735 0.02239719874253779 25 TARGET 100 0.001 0.0 100 4250 0.0 -50 0.018715855113610073 0.022399570680025852 25 TARGET 100 0.001 0.0 100 4250 0.0 -51 0.0186873856580719 0.022374484857374973 25 TARGET 100 0.001 0.0 100 4250 0.0 -52 0.018639470971117317 0.022411390574592533 25 TARGET 100 0.001 0.0 100 4250 0.0 -53 0.018607384145811753 0.022387668010637615 25 TARGET 100 0.001 0.0 100 4250 0.0 -54 0.018590701355125368 0.022311387809388565 25 TARGET 100 0.001 0.0 100 4250 0.0 -55 0.018522595845614418 0.02235666112127629 25 TARGET 100 0.001 0.0 100 4250 0.0 -56 0.018476117813100518 0.02235619133959214 25 TARGET 100 0.001 0.0 100 4250 0.0 -57 0.018455609770159326 0.02230598579979304 25 TARGET 100 0.001 0.0 100 4250 0.0 -58 0.018414552922451536 0.022291842932728203 25 TARGET 100 0.001 0.0 100 4250 0.0 -59 0.01840616083117547 0.02229693029640299 25 TARGET 100 0.001 0.0 100 4250 0.0 -60 0.01834068745876402 0.022247782513273483 25 TARGET 100 0.001 0.0 100 4250 0.0 -61 0.018350881351916877 0.022288545683929413 25 TARGET 100 0.001 0.0 100 4250 0.0 -62 0.018308766844748248 0.02223545191527316 25 TARGET 100 0.001 0.0 100 4250 0.0 -63 0.018260844475166363 0.02229570270036206 25 TARGET 100 0.001 0.0 100 4250 0.0 -64 0.01824945114201769 0.02223935675327525 25 TARGET 100 0.001 0.0 100 4250 0.0 -65 0.018219026693014385 0.022212740880521862 25 TARGET 100 0.001 0.0 100 4250 0.0 -66 0.018202526648513195 0.02221152079150532 25 TARGET 100 0.001 0.0 100 4250 0.0 -67 0.018165635866950258 0.022222225695396915 25 TARGET 100 0.001 0.0 100 4250 0.0 -68 0.018150244867711357 0.022223944408875523 25 TARGET 100 0.001 0.0 100 4250 0.0 -69 0.018117033816899112 0.022190782918848774 25 TARGET 100 0.001 0.0 100 4250 0.0 -70 0.01813364948337327 0.022203338304252335 25 TARGET 100 0.001 0.0 100 4250 0.0 -71 0.018079630792241307 0.022212447231691895 25 TARGET 100 0.001 0.0 100 4250 0.0 -72 0.018073774322315498 0.02215804032642733 25 TARGET 100 0.001 0.0 100 4250 0.0 -73 0.018038734611788582 0.02213870406602368 25 TARGET 100 0.001 0.0 100 4250 0.0 -74 0.018049405345235407 0.02220292773210641 25 TARGET 100 0.001 0.0 100 4250 0.0 -75 0.018017033939735857 0.02216071624195937 25 TARGET 100 0.001 0.0 100 4250 0.0 -76 0.018016279421069405 0.02218093556549513 25 TARGET 100 0.001 0.0 100 4250 0.0 -77 0.017983907955990294 0.022134946659207344 25 TARGET 100 0.001 0.0 100 4250 0.0 -78 0.018007022902520015 0.022198431476047546 25 TARGET 100 0.001 0.0 100 4250 0.0 -79 0.017977028614794364 0.022110565057532353 25 TARGET 100 0.001 0.0 100 4250 0.0 -80 0.017935155326444092 0.022214448023023026 25 TARGET 100 0.001 0.0 100 4250 0.0 -81 0.01793103550657981 0.022142494182017716 25 TARGET 100 0.001 0.0 100 4250 0.0 -82 0.017918546254486346 0.02222215584620382 25 TARGET 100 0.001 0.0 100 4250 0.0 -83 0.017941809889644084 0.022099739956584843 25 TARGET 100 0.001 0.0 100 4250 0.0 -84 0.017890172759666787 0.02214340383017605 25 TARGET 100 0.001 0.0 100 4250 0.0 -85 0.01786054510886621 0.022041661608399765 25 TARGET 100 0.001 0.0 100 4250 0.0 -86 0.017828474332412286 0.022050659031127438 25 TARGET 100 0.001 0.0 100 4250 0.0 -87 0.017848163896462932 0.02213472511732217 25 TARGET 100 0.001 0.0 100 4250 0.0 -88 0.017817193096635316 0.022103357044133274 25 TARGET 100 0.001 0.0 100 4250 0.0 -89 0.017810679319932403 0.022068226230189655 25 TARGET 100 0.001 0.0 100 4250 0.0 -90 0.017780030299893734 0.022028238738350796 25 TARGET 100 0.001 0.0 100 4250 0.0 -91 0.017774369602126104 0.02204039946875789 25 TARGET 100 0.001 0.0 100 4250 0.0 -92 0.017780821071153738 0.022021901342227604 25 TARGET 100 0.001 0.0 100 4250 0.0 -93 0.01776777120363532 0.02208906900363438 25 TARGET 100 0.001 0.0 100 4250 0.0 -94 0.017737068602758827 0.022081233250598114 25 TARGET 100 0.001 0.0 100 4250 0.0 -95 0.017743568698113613 0.02205880070951852 25 TARGET 100 0.001 0.0 100 4250 0.0 -96 0.017750857833785442 0.022152995662481495 25 TARGET 100 0.001 0.0 100 4250 0.0 -97 0.017738313432971036 0.022003511813553898 25 TARGET 100 0.001 0.0 100 4250 0.0 -98 0.01769474605631447 0.02204858712061788 25 TARGET 100 0.001 0.0 100 4250 0.0 -99 0.017695877691636785 0.022030799818987198 25 TARGET 100 0.001 0.0 100 4250 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_50bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_50bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index b1e551869..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_50bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07402791383892598 0.04942142207062605 50 TARGET 100 0.001 0.1 100 2623 0.0 -1 0.04691302837797688 0.04200283336368474 50 TARGET 100 0.001 0.1 100 2623 0.0 -2 0.04293786097154874 0.038488094328027786 50 TARGET 100 0.001 0.1 100 2623 0.0 -3 0.039374548766247755 0.03451420423207861 50 TARGET 100 0.001 0.1 100 2623 0.0 -4 0.03628608536740345 0.032345589814764084 50 TARGET 100 0.001 0.1 100 2623 0.0 -5 0.034407874788800474 0.030955786506334942 50 TARGET 100 0.001 0.1 100 2623 0.0 -6 0.03305345974385939 0.030015637759457935 50 TARGET 100 0.001 0.1 100 2623 0.0 -7 0.031991092626143386 0.0290701293922735 50 TARGET 100 0.001 0.1 100 2623 0.0 -8 0.031079686168418188 0.028532963302550896 50 TARGET 100 0.001 0.1 100 2623 0.0 -9 0.030183239215953582 0.027876294302669438 50 TARGET 100 0.001 0.1 100 2623 0.0 -10 0.029395469561570423 0.02742310483573061 50 TARGET 100 0.001 0.1 100 2623 0.0 -11 0.028637519288143325 0.02674901338689255 50 TARGET 100 0.001 0.1 100 2623 0.0 -12 0.02818575139574531 0.026372541758147152 50 TARGET 100 0.001 0.1 100 2623 0.0 -13 0.027724764839768008 0.02598642964254726 50 TARGET 100 0.001 0.1 100 2623 0.0 -14 0.027162352928057663 0.025683175151546795 50 TARGET 100 0.001 0.1 100 2623 0.0 -15 0.02694112032978021 0.025484455692948715 50 TARGET 100 0.001 0.1 100 2623 0.0 -16 0.02638048844832162 0.02523851998601899 50 TARGET 100 0.001 0.1 100 2623 0.0 -17 0.02616739335786614 0.025027290776823505 50 TARGET 100 0.001 0.1 100 2623 0.0 -18 0.02600011107220192 0.02489757870860172 50 TARGET 100 0.001 0.1 100 2623 0.0 -19 0.0256341904752985 0.02475375636960521 50 TARGET 100 0.001 0.1 100 2623 0.0 -20 0.02545099447070549 0.024556682586218372 50 TARGET 100 0.001 0.1 100 2623 0.0 -21 0.025293549999394 0.0244212414166241 50 TARGET 100 0.001 0.1 100 2623 0.0 -22 0.025026283700407957 0.02434387899032145 50 TARGET 100 0.001 0.1 100 2623 0.0 -23 0.024975389875597023 0.024177316237579693 50 TARGET 100 0.001 0.1 100 2623 0.0 -24 0.024786333186608372 0.024068696763027798 50 TARGET 100 0.001 0.1 100 2623 0.0 -25 0.024546803536539527 0.023974313485351475 50 TARGET 100 0.001 0.1 100 2623 0.0 -26 0.02438006412099909 0.0238999104635282 50 TARGET 100 0.001 0.1 100 2623 0.0 -27 0.024334096892263353 0.02379210265071103 50 TARGET 100 0.001 0.1 100 2623 0.0 -28 0.024113819655344544 0.023708423599600792 50 TARGET 100 0.001 0.1 100 2623 0.0 -29 0.023928825571029273 0.02360617916918162 50 TARGET 100 0.001 0.1 100 2623 0.0 -30 0.023835624345524945 0.023502888891733055 50 TARGET 100 0.001 0.1 100 2623 0.0 -31 0.023648012975099112 0.023538310983867355 50 TARGET 100 0.001 0.1 100 2623 0.0 -32 0.023456916068790336 0.023434288178881008 50 TARGET 100 0.001 0.1 100 2623 0.0 -33 0.023578065902195394 0.023431439968672665 50 TARGET 100 0.001 0.1 100 2623 0.0 -34 0.023312878998792932 0.023325025245095745 50 TARGET 100 0.001 0.1 100 2623 0.0 -35 0.02317841827041573 0.023232264387788193 50 TARGET 100 0.001 0.1 100 2623 0.0 -36 0.023203448094553016 0.023175325978434448 50 TARGET 100 0.001 0.1 100 2623 0.0 -37 0.023213609193862488 0.023100162320064777 50 TARGET 100 0.001 0.1 100 2623 0.0 -38 0.02313380991971051 0.02313169791842952 50 TARGET 100 0.001 0.1 100 2623 0.0 -39 0.023053618819023222 0.023101815615187992 50 TARGET 100 0.001 0.1 100 2623 0.0 -40 0.02280809274978108 0.023037710537513096 50 TARGET 100 0.001 0.1 100 2623 0.0 -41 0.02260996940034608 0.02296900540364511 50 TARGET 100 0.001 0.1 100 2623 0.0 -42 0.022588139048680313 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0.022621492206147224 50 TARGET 100 0.001 0.1 100 2623 0.0 -55 0.021975524485211582 0.02262930442212206 50 TARGET 100 0.001 0.1 100 2623 0.0 -56 0.021605059918430116 0.022582992854895012 50 TARGET 100 0.001 0.1 100 2623 0.0 -57 0.021577477749901187 0.0225445091385733 50 TARGET 100 0.001 0.1 100 2623 0.0 -58 0.021531300794847486 0.022514328812107895 50 TARGET 100 0.001 0.1 100 2623 0.0 -59 0.02174209634011442 0.022536900289582485 50 TARGET 100 0.001 0.1 100 2623 0.0 -60 0.021500710799336836 0.022601313889026642 50 TARGET 100 0.001 0.1 100 2623 0.0 -61 0.021600906125674346 0.02259212371074792 50 TARGET 100 0.001 0.1 100 2623 0.0 -62 0.021311977940928255 0.022491881906083137 50 TARGET 100 0.001 0.1 100 2623 0.0 -63 0.02153192272390982 0.022428082923094433 50 TARGET 100 0.001 0.1 100 2623 0.0 -64 0.021391060447903596 0.02248308587480675 50 TARGET 100 0.001 0.1 100 2623 0.0 -65 0.021267520144631968 0.02245015035750288 50 TARGET 100 0.001 0.1 100 2623 0.0 -66 0.021459766365713142 0.02245331916845206 50 TARGET 100 0.001 0.1 100 2623 0.0 -67 0.02154050554816771 0.022439306545438187 50 TARGET 100 0.001 0.1 100 2623 0.0 -68 0.021273265401472147 0.022460526363416153 50 TARGET 100 0.001 0.1 100 2623 0.0 -69 0.021272146390744734 0.022392333739183166 50 TARGET 100 0.001 0.1 100 2623 0.0 -70 0.021223889814332278 0.022430243478579956 50 TARGET 100 0.001 0.1 100 2623 0.0 -71 0.021231186071329244 0.0223699886577599 50 TARGET 100 0.001 0.1 100 2623 0.0 -72 0.02127277116708282 0.022351781357869957 50 TARGET 100 0.001 0.1 100 2623 0.0 -73 0.021210258908143348 0.022350237507260208 50 TARGET 100 0.001 0.1 100 2623 0.0 -74 0.021184272524784713 0.02235018727228497 50 TARGET 100 0.001 0.1 100 2623 0.0 -75 0.021267941867562656 0.022387422847025322 50 TARGET 100 0.001 0.1 100 2623 0.0 -76 0.020919311515710973 0.022359832048867687 50 TARGET 100 0.001 0.1 100 2623 0.0 -77 0.02103676431207143 0.02232800717606689 50 TARGET 100 0.001 0.1 100 2623 0.0 -78 0.021212873422236555 0.02241376629381469 50 TARGET 100 0.001 0.1 100 2623 0.0 -79 0.02089595417758632 0.022305435021266792 50 TARGET 100 0.001 0.1 100 2623 0.0 -80 0.020758097094518167 0.022312500542311958 50 TARGET 100 0.001 0.1 100 2623 0.0 -81 0.020956511775451877 0.022259854570482716 50 TARGET 100 0.001 0.1 100 2623 0.0 -82 0.02094593753266816 0.022265350558992588 50 TARGET 100 0.001 0.1 100 2623 0.0 -83 0.02105298975752259 0.02226057682525028 50 TARGET 100 0.001 0.1 100 2623 0.0 -84 0.020616927394260864 0.022302278289289185 50 TARGET 100 0.001 0.1 100 2623 0.0 -85 0.02055127459016914 0.022366858567252304 50 TARGET 100 0.001 0.1 100 2623 0.0 -86 0.02084642326967283 0.02230549208594091 50 TARGET 100 0.001 0.1 100 2623 0.0 -87 0.0208630264307112 0.022276170213114132 50 TARGET 100 0.001 0.1 100 2623 0.0 -88 0.020734775535486364 0.022269765761765568 50 TARGET 100 0.001 0.1 100 2623 0.0 -89 0.020702759945382575 0.022270313774545986 50 TARGET 100 0.001 0.1 100 2623 0.0 -90 0.02062616546196167 0.022220957572713043 50 TARGET 100 0.001 0.1 100 2623 0.0 -91 0.020654159914764894 0.022269666759353695 50 TARGET 100 0.001 0.1 100 2623 0.0 -92 0.020690147385553078 0.022206282581795345 50 TARGET 100 0.001 0.1 100 2623 0.0 -93 0.02081271390797514 0.022235004005558563 50 TARGET 100 0.001 0.1 100 2623 0.0 -94 0.020548842615300558 0.02221890538930893 50 TARGET 100 0.001 0.1 100 2623 0.0 -95 0.020683128148417683 0.022200988436287098 50 TARGET 100 0.001 0.1 100 2623 0.0 -96 0.020663695779914407 0.022201449751402393 50 TARGET 100 0.001 0.1 100 2623 0.0 -97 0.020542528348589183 0.02219763155462164 50 TARGET 100 0.001 0.1 100 2623 0.0 -98 0.02054464559914287 0.022190792034521248 50 TARGET 100 0.001 0.1 100 2623 0.0 -99 0.020451598621980108 0.022146757635654823 50 TARGET 100 0.001 0.1 100 2623 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_50bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_50bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 40b393414..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_50bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08843132319173427 0.06468117553176302 50 TARGET 100 0.001 0.5 100 918 0.0 -1 0.06441128374350191 0.04919330595117627 50 TARGET 100 0.001 0.5 100 918 0.0 -2 0.05351199220978853 0.044926577445232506 50 TARGET 100 0.001 0.5 100 918 0.0 -3 0.04934612399450055 0.04346028320265539 50 TARGET 100 0.001 0.5 100 918 0.0 -4 0.04650861564208361 0.04083297063003887 50 TARGET 100 0.001 0.5 100 918 0.0 -5 0.0441187351866804 0.038611296451453 50 TARGET 100 0.001 0.5 100 918 0.0 -6 0.04203307760333774 0.03646579689600251 50 TARGET 100 0.001 0.5 100 918 0.0 -7 0.040279432780012135 0.03556451122417594 50 TARGET 100 0.001 0.5 100 918 0.0 -8 0.03906376829201525 0.03479177098382603 50 TARGET 100 0.001 0.5 100 918 0.0 -9 0.038659851044817804 0.03407968829075495 50 TARGET 100 0.001 0.5 100 918 0.0 -10 0.03801966028331907 0.03352517329833724 50 TARGET 100 0.001 0.5 100 918 0.0 -11 0.036954313491530694 0.032914267909346206 50 TARGET 100 0.001 0.5 100 918 0.0 -12 0.03673787393704408 0.03244521502744068 50 TARGET 100 0.001 0.5 100 918 0.0 -13 0.036559109560367634 0.03202695230191404 50 TARGET 100 0.001 0.5 100 918 0.0 -14 0.03577195334966335 0.03186556369517789 50 TARGET 100 0.001 0.5 100 918 0.0 -15 0.03566983391088669 0.031659416064168465 50 TARGET 100 0.001 0.5 100 918 0.0 -16 0.03531653486719035 0.031310358508066696 50 TARGET 100 0.001 0.5 100 918 0.0 -17 0.03483275557407225 0.03114766413063714 50 TARGET 100 0.001 0.5 100 918 0.0 -18 0.03459070727028429 0.03125634066986315 50 TARGET 100 0.001 0.5 100 918 0.0 -19 0.03444801820348008 0.031199599080013508 50 TARGET 100 0.001 0.5 100 918 0.0 -20 0.03430151358648181 0.030635252369172646 50 TARGET 100 0.001 0.5 100 918 0.0 -21 0.03386561665370408 0.030948116472273163 50 TARGET 100 0.001 0.5 100 918 0.0 -22 0.03372219083234919 0.03065254178011056 50 TARGET 100 0.001 0.5 100 918 0.0 -23 0.033773998118410205 0.030401928971211117 50 TARGET 100 0.001 0.5 100 918 0.0 -24 0.03327508065034243 0.030481680324583343 50 TARGET 100 0.001 0.5 100 918 0.0 -25 0.0332920139009503 0.03020996781009616 50 TARGET 100 0.001 0.5 100 918 0.0 -26 0.0329233266049463 0.030342094148650314 50 TARGET 100 0.001 0.5 100 918 0.0 -27 0.03315574841366874 0.030029256574132225 50 TARGET 100 0.001 0.5 100 918 0.0 -28 0.03322956551756923 0.029893748236424995 50 TARGET 100 0.001 0.5 100 918 0.0 -29 0.032783699638965956 0.029986586929722267 50 TARGET 100 0.001 0.5 100 918 0.0 -30 0.03229723444290033 0.029825315951849476 50 TARGET 100 0.001 0.5 100 918 0.0 -31 0.03245157977998859 0.0296463512561538 50 TARGET 100 0.001 0.5 100 918 0.0 -32 0.03294653734599902 0.02959780688538696 50 TARGET 100 0.001 0.5 100 918 0.0 -33 0.03206234543211131 0.029829667203805664 50 TARGET 100 0.001 0.5 100 918 0.0 -34 0.03256787944221336 0.029739415893952053 50 TARGET 100 0.001 0.5 100 918 0.0 -35 0.03217599777385643 0.02951263619417494 50 TARGET 100 0.001 0.5 100 918 0.0 -36 0.03251763581226169 0.02962507488149585 50 TARGET 100 0.001 0.5 100 918 0.0 -37 0.031885866878510326 0.029496627831549355 50 TARGET 100 0.001 0.5 100 918 0.0 -38 0.03201230375177732 0.029494605111804875 50 TARGET 100 0.001 0.5 100 918 0.0 -39 0.03201464491485546 0.029302094865477447 50 TARGET 100 0.001 0.5 100 918 0.0 -40 0.03187982997659481 0.029140502045100384 50 TARGET 100 0.001 0.5 100 918 0.0 -41 0.03161654777523845 0.029202920864477303 50 TARGET 100 0.001 0.5 100 918 0.0 -42 0.031930112289358874 0.029207321391864258 50 TARGET 100 0.001 0.5 100 918 0.0 -43 0.0314702825050061 0.029360484275402443 50 TARGET 100 0.001 0.5 100 918 0.0 -44 0.03180943814542157 0.029383319063168583 50 TARGET 100 0.001 0.5 100 918 0.0 -45 0.031732001677406356 0.029029278366854698 50 TARGET 100 0.001 0.5 100 918 0.0 -46 0.03141840436317102 0.029219485706452168 50 TARGET 100 0.001 0.5 100 918 0.0 -47 0.031225995960259677 0.02913468511718692 50 TARGET 100 0.001 0.5 100 918 0.0 -48 0.0314356514726223 0.02944649575334607 50 TARGET 100 0.001 0.5 100 918 0.0 -49 0.03144474154469943 0.029485492769515877 50 TARGET 100 0.001 0.5 100 918 0.0 -50 0.03141879443994877 0.028947112517374935 50 TARGET 100 0.001 0.5 100 918 0.0 -51 0.03132730706748537 0.02905401164157824 50 TARGET 100 0.001 0.5 100 918 0.0 -52 0.03131167526648502 0.028838538931626263 50 TARGET 100 0.001 0.5 100 918 0.0 -53 0.031316277197866324 0.028696092466513317 50 TARGET 100 0.001 0.5 100 918 0.0 -54 0.03166480156709048 0.028966562483798374 50 TARGET 100 0.001 0.5 100 918 0.0 -55 0.03190734031726214 0.02896782439766508 50 TARGET 100 0.001 0.5 100 918 0.0 -56 0.031165081286420326 0.028779795111128777 50 TARGET 100 0.001 0.5 100 918 0.0 -57 0.03135108932075075 0.028682567179203033 50 TARGET 100 0.001 0.5 100 918 0.0 -58 0.031249570098990945 0.028973893064892654 50 TARGET 100 0.001 0.5 100 918 0.0 -59 0.03139391575974447 0.028676450196089165 50 TARGET 100 0.001 0.5 100 918 0.0 -60 0.03120594902547321 0.02865651955432964 50 TARGET 100 0.001 0.5 100 918 0.0 -61 0.03150626139633784 0.028707803311673077 50 TARGET 100 0.001 0.5 100 918 0.0 -62 0.03118205477518064 0.0286967150415435 50 TARGET 100 0.001 0.5 100 918 0.0 -63 0.03074785683191184 0.028561436768734093 50 TARGET 100 0.001 0.5 100 918 0.0 -64 0.030830159055865572 0.028694970138145214 50 TARGET 100 0.001 0.5 100 918 0.0 -65 0.030419056576610815 0.02870861440896988 50 TARGET 100 0.001 0.5 100 918 0.0 -66 0.03073000492095345 0.028594649425058655 50 TARGET 100 0.001 0.5 100 918 0.0 -67 0.03132474807526929 0.028469921230818287 50 TARGET 100 0.001 0.5 100 918 0.0 -68 0.030651646418503237 0.028603130387085857 50 TARGET 100 0.001 0.5 100 918 0.0 -69 0.031055568990231763 0.028887262285658806 50 TARGET 100 0.001 0.5 100 918 0.0 -70 0.030926091264092962 0.028516409410671753 50 TARGET 100 0.001 0.5 100 918 0.0 -71 0.03098455321683426 0.028432994347178574 50 TARGET 100 0.001 0.5 100 918 0.0 -72 0.030790437878382326 0.028337630810159626 50 TARGET 100 0.001 0.5 100 918 0.0 -73 0.030630571962105304 0.02859194791226676 50 TARGET 100 0.001 0.5 100 918 0.0 -74 0.030718268763888563 0.02886197360401804 50 TARGET 100 0.001 0.5 100 918 0.0 -75 0.03078103846923671 0.028470821678638458 50 TARGET 100 0.001 0.5 100 918 0.0 -76 0.030397918790277808 0.02841774086383256 50 TARGET 100 0.001 0.5 100 918 0.0 -77 0.030669524663626546 0.02828562389494795 50 TARGET 100 0.001 0.5 100 918 0.0 -78 0.03038660619370263 0.028705529868602753 50 TARGET 100 0.001 0.5 100 918 0.0 -79 0.030478198143970285 0.02865888285591747 50 TARGET 100 0.001 0.5 100 918 0.0 -80 0.030583719882850694 0.028096637999018032 50 TARGET 100 0.001 0.5 100 918 0.0 -81 0.030057219895048174 0.028440436404762848 50 TARGET 100 0.001 0.5 100 918 0.0 -82 0.030836138278496787 0.02839444662359628 50 TARGET 100 0.001 0.5 100 918 0.0 -83 0.03050642346442749 0.0286210880925258 50 TARGET 100 0.001 0.5 100 918 0.0 -84 0.030475907554530134 0.02846934601212993 50 TARGET 100 0.001 0.5 100 918 0.0 -85 0.0309272717421103 0.028246273484193916 50 TARGET 100 0.001 0.5 100 918 0.0 -86 0.03064587279552161 0.028427823587800518 50 TARGET 100 0.001 0.5 100 918 0.0 -87 0.030788830258830228 0.028499006942817658 50 TARGET 100 0.001 0.5 100 918 0.0 -88 0.029850779145153283 0.02837919404335094 50 TARGET 100 0.001 0.5 100 918 0.0 -89 0.03037405660005932 0.028663077702124912 50 TARGET 100 0.001 0.5 100 918 0.0 -90 0.030516609273574972 0.028577702458609234 50 TARGET 100 0.001 0.5 100 918 0.0 -91 0.03033514234303224 0.028505270623347977 50 TARGET 100 0.001 0.5 100 918 0.0 -92 0.0301659176132394 0.028321884403174572 50 TARGET 100 0.001 0.5 100 918 0.0 -93 0.030625429644127084 0.02828075076368722 50 TARGET 100 0.001 0.5 100 918 0.0 -94 0.030257037392369023 0.028456237675114113 50 TARGET 100 0.001 0.5 100 918 0.0 -95 0.030432041276635145 0.028419294479218395 50 TARGET 100 0.001 0.5 100 918 0.0 -96 0.030292681772700867 0.02813376554033973 50 TARGET 100 0.001 0.5 100 918 0.0 -97 0.030051701535981915 0.0281844734016693 50 TARGET 100 0.001 0.5 100 918 0.0 -98 0.029917195376623358 0.028243506045052498 50 TARGET 100 0.001 0.5 100 918 0.0 -99 0.030126827997892392 0.028382098866683064 50 TARGET 100 0.001 0.5 100 918 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_50bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_50bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index f6aa17718..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_100z_0.001lr_50bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07247774000671577 0.05009416185996749 50 TARGET 100 0.001 0.0 100 3778 0.0 -1 0.04490191517052827 0.04390825963381565 50 TARGET 100 0.001 0.0 100 3778 0.0 -2 0.040579016950696406 0.039915637197819626 50 TARGET 100 0.001 0.0 100 3778 0.0 -3 0.03621824439426865 0.03709562427618287 50 TARGET 100 0.001 0.0 100 3778 0.0 -4 0.033808914994701796 0.0353372400682984 50 TARGET 100 0.001 0.0 100 3778 0.0 -5 0.03238731855996931 0.034233962947672066 50 TARGET 100 0.001 0.0 100 3778 0.0 -6 0.031118257711280878 0.032980518246238884 50 TARGET 100 0.001 0.0 100 3778 0.0 -7 0.030027626753355116 0.031928611185514565 50 TARGET 100 0.001 0.0 100 3778 0.0 -8 0.029126023027029904 0.03099357235160741 50 TARGET 100 0.001 0.0 100 3778 0.0 -9 0.028297106399881318 0.030145054344426502 50 TARGET 100 0.001 0.0 100 3778 0.0 -10 0.027496860259109072 0.029367256853165047 50 TARGET 100 0.001 0.0 100 3778 0.0 -11 0.02684911812721479 0.02868075838143175 50 TARGET 100 0.001 0.0 100 3778 0.0 -12 0.02625289899908533 0.02821413811409112 50 TARGET 100 0.001 0.0 100 3778 0.0 -13 0.025791773428318877 0.027757571163502606 50 TARGET 100 0.001 0.0 100 3778 0.0 -14 0.025387488387098617 0.027379476041956383 50 TARGET 100 0.001 0.0 100 3778 0.0 -15 0.025008722474980434 0.02701083661028833 50 TARGET 100 0.001 0.0 100 3778 0.0 -16 0.024677322010951814 0.026735701062010998 50 TARGET 100 0.001 0.0 100 3778 0.0 -17 0.02438281218737665 0.026480552994392136 50 TARGET 100 0.001 0.0 100 3778 0.0 -18 0.024119308644824155 0.0262544419842236 50 TARGET 100 0.001 0.0 100 3778 0.0 -19 0.023853555835959085 0.026005490203246925 50 TARGET 100 0.001 0.0 100 3778 0.0 -20 0.02364812134090899 0.02585331124789787 50 TARGET 100 0.001 0.0 100 3778 0.0 -21 0.023452855458464286 0.025685626279675598 50 TARGET 100 0.001 0.0 100 3778 0.0 -22 0.02323438926452539 0.025521479659911358 50 TARGET 100 0.001 0.0 100 3778 0.0 -23 0.02305423140977368 0.025400612729065346 50 TARGET 100 0.001 0.0 100 3778 0.0 -24 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0.01870937006993326 0.022911375557834453 50 TARGET 100 0.001 0.0 100 3778 0.0 -85 0.018693959001790394 0.022905919136423054 50 TARGET 100 0.001 0.0 100 3778 0.0 -86 0.018679629754187282 0.02284146026905739 50 TARGET 100 0.001 0.0 100 3778 0.0 -87 0.01865984511997563 0.02289366755973209 50 TARGET 100 0.001 0.0 100 3778 0.0 -88 0.01861978023742586 0.022873097071141907 50 TARGET 100 0.001 0.0 100 3778 0.0 -89 0.018602891006704533 0.022856319266738312 50 TARGET 100 0.001 0.0 100 3778 0.0 -90 0.01861383245398701 0.022894173634774757 50 TARGET 100 0.001 0.0 100 3778 0.0 -91 0.018584332776942637 0.02283909335506685 50 TARGET 100 0.001 0.0 100 3778 0.0 -92 0.018558762779440543 0.022815314319097633 50 TARGET 100 0.001 0.0 100 3778 0.0 -93 0.018505791892056114 0.02281615256585858 50 TARGET 100 0.001 0.0 100 3778 0.0 -94 0.018508571541871285 0.022807610418760414 50 TARGET 100 0.001 0.0 100 3778 0.0 -95 0.0184863263534175 0.022852119566364723 50 TARGET 100 0.001 0.0 100 3778 0.0 -96 0.018468585291795857 0.022795550073638107 50 TARGET 100 0.001 0.0 100 3778 0.0 -97 0.018450461666692387 0.02280394828906565 50 TARGET 100 0.001 0.0 100 3778 0.0 -98 0.01843995747065504 0.022739744208978886 50 TARGET 100 0.001 0.0 100 3778 0.0 -99 0.018416253912579332 0.022818691125421814 50 TARGET 100 0.001 0.0 100 3778 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00001lr_10bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00001lr_10bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index c3204389f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00001lr_10bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09560854203672922 0.09335486997257579 10 TARGET 100 1e-05 0.1 125 175 0.0 -1 0.0910429298275649 0.08610118812683856 10 TARGET 100 1e-05 0.1 125 175 0.0 -2 0.08204139907051015 0.07603273743932898 10 TARGET 100 1e-05 0.1 125 175 0.0 -3 0.07263961370394688 0.06776167757131836 10 TARGET 100 1e-05 0.1 125 175 0.0 -4 0.06555162743988262 0.06179532374848019 10 TARGET 100 1e-05 0.1 125 175 0.0 -5 0.060376151430386084 0.057467468195792404 10 TARGET 100 1e-05 0.1 125 175 0.0 -6 0.056520154718497785 0.05423709806619269 10 TARGET 100 1e-05 0.1 125 175 0.0 -7 0.05366786919308431 0.05181015926328572 10 TARGET 100 1e-05 0.1 125 175 0.0 -8 0.051327159897947956 0.04990588647849632 10 TARGET 100 1e-05 0.1 125 175 0.0 -9 0.049641297885564845 0.0484106708882433 10 TARGET 100 1e-05 0.1 125 175 0.0 -10 0.04816421357168493 0.04723532497882843 10 TARGET 100 1e-05 0.1 125 175 0.0 -11 0.047022743921990344 0.04629033115325552 10 TARGET 100 1e-05 0.1 125 175 0.0 -12 0.04605207971049479 0.045547432181510056 10 TARGET 100 1e-05 0.1 125 175 0.0 -13 0.04535144876049022 0.044904295467969146 10 TARGET 100 1e-05 0.1 125 175 0.0 -14 0.044634739294497655 0.04437701167030768 10 TARGET 100 1e-05 0.1 125 175 0.0 -15 0.04413051065371093 0.043909082132758515 10 TARGET 100 1e-05 0.1 125 175 0.0 -16 0.04355287466587041 0.043495983901348984 10 TARGET 100 1e-05 0.1 125 175 0.0 -17 0.04313104286137655 0.04309485401168014 10 TARGET 100 1e-05 0.1 125 175 0.0 -18 0.042787507000796324 0.042744254524057564 10 TARGET 100 1e-05 0.1 125 175 0.0 -19 0.0424026930046202 0.042416371292237076 10 TARGET 100 1e-05 0.1 125 175 0.0 -20 0.04196645226643142 0.04208641758922375 10 TARGET 100 1e-05 0.1 125 175 0.0 -21 0.04170622563723362 0.04177292933066686 10 TARGET 100 1e-05 0.1 125 175 0.0 -22 0.041225169205204006 0.04147662741668297 10 TARGET 100 1e-05 0.1 125 175 0.0 -23 0.040890519566808885 0.04118593070994724 10 TARGET 100 1e-05 0.1 125 175 0.0 -24 0.04061646058352708 0.040920577153111946 10 TARGET 100 1e-05 0.1 125 175 0.0 -25 0.0403034105545744 0.040643591433763504 10 TARGET 100 1e-05 0.1 125 175 0.0 -26 0.0399459655387233 0.04038403183221817 10 TARGET 100 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0.03677009024754518 0.0377184341125416 10 TARGET 100 1e-05 0.1 125 175 0.0 -40 0.036596997838580246 0.03757336171287479 10 TARGET 100 1e-05 0.1 125 175 0.0 -41 0.03639955629252826 0.037413887453801704 10 TARGET 100 1e-05 0.1 125 175 0.0 -42 0.03622211409287421 0.03727469570708997 10 TARGET 100 1e-05 0.1 125 175 0.0 -43 0.03611702776767991 0.037151245682528526 10 TARGET 100 1e-05 0.1 125 175 0.0 -44 0.03590457965478753 0.03701609565001546 10 TARGET 100 1e-05 0.1 125 175 0.0 -45 0.035730750328212074 0.03690653362057426 10 TARGET 100 1e-05 0.1 125 175 0.0 -46 0.03564778650775301 0.0367703525293054 10 TARGET 100 1e-05 0.1 125 175 0.0 -47 0.035511365216789825 0.03667503950948065 10 TARGET 100 1e-05 0.1 125 175 0.0 -48 0.035346864155095435 0.03656293779160037 10 TARGET 100 1e-05 0.1 125 175 0.0 -49 0.03530614880173897 0.03644739034952539 10 TARGET 100 1e-05 0.1 125 175 0.0 -50 0.03520423532008924 0.03634693484866258 10 TARGET 100 1e-05 0.1 125 175 0.0 -51 0.03502886858376791 0.03624876362807823 10 TARGET 100 1e-05 0.1 125 175 0.0 -52 0.0349614354546624 0.03615567234880997 10 TARGET 100 1e-05 0.1 125 175 0.0 -53 0.03481368290304335 0.03605287036660946 10 TARGET 100 1e-05 0.1 125 175 0.0 -54 0.03470656589325831 0.035961340153307625 10 TARGET 100 1e-05 0.1 125 175 0.0 -55 0.034564449373469606 0.035886399786580696 10 TARGET 100 1e-05 0.1 125 175 0.0 -56 0.03456199979440933 0.03577405440084862 10 TARGET 100 1e-05 0.1 125 175 0.0 -57 0.03435222332927113 0.035682943790699494 10 TARGET 100 1e-05 0.1 125 175 0.0 -58 0.034302443748822915 0.03559569545993299 10 TARGET 100 1e-05 0.1 125 175 0.0 -59 0.03425132276910523 0.03549604004982746 10 TARGET 100 1e-05 0.1 125 175 0.0 -60 0.03420414596244141 0.035421446191542076 10 TARGET 100 1e-05 0.1 125 175 0.0 -61 0.03403357525516038 0.035336068238724365 10 TARGET 100 1e-05 0.1 125 175 0.0 -62 0.03380224970404548 0.0352602686845895 10 TARGET 100 1e-05 0.1 125 175 0.0 -63 0.03391599846433108 0.03516427162244464 10 TARGET 100 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0.03295080235184042 0.03411307812414386 10 TARGET 100 1e-05 0.1 125 175 0.0 -77 0.032784435735005724 0.03403589688241482 10 TARGET 100 1e-05 0.1 125 175 0.0 -78 0.032756315964440307 0.0339571095890168 10 TARGET 100 1e-05 0.1 125 175 0.0 -79 0.03266570668178375 0.033876383902900147 10 TARGET 100 1e-05 0.1 125 175 0.0 -80 0.032553001792994814 0.03379666737534783 10 TARGET 100 1e-05 0.1 125 175 0.0 -81 0.032564947946053566 0.03371782995986216 10 TARGET 100 1e-05 0.1 125 175 0.0 -82 0.03236731735719776 0.03363360408129114 10 TARGET 100 1e-05 0.1 125 175 0.0 -83 0.03237092110519658 0.033568058275815216 10 TARGET 100 1e-05 0.1 125 175 0.0 -84 0.03225933796779475 0.03348956601412007 10 TARGET 100 1e-05 0.1 125 175 0.0 -85 0.03222135206063589 0.03343505096254927 10 TARGET 100 1e-05 0.1 125 175 0.0 -86 0.03218569591490909 0.03335556489500133 10 TARGET 100 1e-05 0.1 125 175 0.0 -87 0.032072224789095244 0.03327828871481346 10 TARGET 100 1e-05 0.1 125 175 0.0 -88 0.03200515015960141 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00001lr_10bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00001lr_10bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index fb5791b27..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00001lr_10bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09628808337831336 0.09289234244462216 10 TARGET 100 1e-05 0.5 125 8932 0.0 -1 0.09389655613136613 0.08776748564207193 10 TARGET 100 1e-05 0.5 125 8932 0.0 -2 0.08857944459726513 0.0792062571554473 10 TARGET 100 1e-05 0.5 125 8932 0.0 -3 0.08175776191432067 0.07061975494478688 10 TARGET 100 1e-05 0.5 125 8932 0.0 -4 0.07590349791226564 0.06451310736663414 10 TARGET 100 1e-05 0.5 125 8932 0.0 -5 0.07119648585014472 0.059570391859972115 10 TARGET 100 1e-05 0.5 125 8932 0.0 -6 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125 6003 0.0 -1 0.09506834180467458 0.09559917777325168 25 TARGET 100 1e-05 0.1 125 6003 0.0 -2 0.09347672035497447 0.0933431668037718 25 TARGET 100 1e-05 0.1 125 6003 0.0 -3 0.09075669292046967 0.08983212415919159 25 TARGET 100 1e-05 0.1 125 6003 0.0 -4 0.0870020154499847 0.08547622981396588 25 TARGET 100 1e-05 0.1 125 6003 0.0 -5 0.08274113202486376 0.08091293681751598 25 TARGET 100 1e-05 0.1 125 6003 0.0 -6 0.07840245807863246 0.07651684455799335 25 TARGET 100 1e-05 0.1 125 6003 0.0 -7 0.0743181997226545 0.07248025997118517 25 TARGET 100 1e-05 0.1 125 6003 0.0 -8 0.07064751883096967 0.06895611909302798 25 TARGET 100 1e-05 0.1 125 6003 0.0 -9 0.06737969280142174 0.06585875311584184 25 TARGET 100 1e-05 0.1 125 6003 0.0 -10 0.06455061275524523 0.0631715842720234 25 TARGET 100 1e-05 0.1 125 6003 0.0 -11 0.06214069112232237 0.06082600315637661 25 TARGET 100 1e-05 0.1 125 6003 0.0 -12 0.05999968651218045 0.05876566435803066 25 TARGET 100 1e-05 0.1 125 6003 0.0 -13 0.05814827558418316 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6003 0.0 -38 0.042854401844268294 0.0426190286648996 25 TARGET 100 1e-05 0.1 125 6003 0.0 -39 0.04260740664345448 0.04242262486932856 25 TARGET 100 1e-05 0.1 125 6003 0.0 -40 0.042420346866854114 0.04221454674773144 25 TARGET 100 1e-05 0.1 125 6003 0.0 -41 0.04228294572419791 0.042036656120961365 25 TARGET 100 1e-05 0.1 125 6003 0.0 -42 0.042060877130639676 0.041854256933385674 25 TARGET 100 1e-05 0.1 125 6003 0.0 -43 0.041846464786314805 0.04166316816752607 25 TARGET 100 1e-05 0.1 125 6003 0.0 -44 0.04165325815529133 0.04148011344174544 25 TARGET 100 1e-05 0.1 125 6003 0.0 -45 0.041502748311870424 0.04130339052415255 25 TARGET 100 1e-05 0.1 125 6003 0.0 -46 0.04126130578794865 0.041136703143517174 25 TARGET 100 1e-05 0.1 125 6003 0.0 -47 0.04104715057018429 0.040937394298838845 25 TARGET 100 1e-05 0.1 125 6003 0.0 -48 0.04090740794460179 0.0407715237163233 25 TARGET 100 1e-05 0.1 125 6003 0.0 -49 0.04072812528220893 0.04059258357367732 25 TARGET 100 1e-05 0.1 125 6003 0.0 -50 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0.08796217188439787 0.08448626270348375 25 TARGET 100 1e-05 0.5 125 9391 0.0 -6 0.08496676508324716 0.08015437762845647 25 TARGET 100 1e-05 0.5 125 9391 0.0 -7 0.08213698379820847 0.0761659350810629 25 TARGET 100 1e-05 0.5 125 9391 0.0 -8 0.07934683107266122 0.0725178410383788 25 TARGET 100 1e-05 0.5 125 9391 0.0 -9 0.07679926738243312 0.06933815732146754 25 TARGET 100 1e-05 0.5 125 9391 0.0 -10 0.07435981813906017 0.06647390003005664 25 TARGET 100 1e-05 0.5 125 9391 0.0 -11 0.07229576893276238 0.064019434605584 25 TARGET 100 1e-05 0.5 125 9391 0.0 -12 0.07049629650382883 0.06191282425865983 25 TARGET 100 1e-05 0.5 125 9391 0.0 -13 0.06868132965181412 0.059950662663940224 25 TARGET 100 1e-05 0.5 125 9391 0.0 -14 0.06715301734078613 0.05821956739281163 25 TARGET 100 1e-05 0.5 125 9391 0.0 -15 0.06573106729196579 0.056712489067153496 25 TARGET 100 1e-05 0.5 125 9391 0.0 -16 0.06438948325060233 0.055265125620997314 25 TARGET 100 1e-05 0.5 125 9391 0.0 -17 0.06327435892288533 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0.06645341110274647 0.06330704959956082 25 TARGET 100 1e-05 0.0 125 4193 0.0 -10 0.06350336904301988 0.060519608640761086 25 TARGET 100 1e-05 0.0 125 4193 0.0 -11 0.06091001691290425 0.05808192418154442 25 TARGET 100 1e-05 0.0 125 4193 0.0 -12 0.05864067714322697 0.05596503869376399 25 TARGET 100 1e-05 0.0 125 4193 0.0 -13 0.05669077204835134 0.05414171330630779 25 TARGET 100 1e-05 0.0 125 4193 0.0 -14 0.05497663888942312 0.052556871408314415 25 TARGET 100 1e-05 0.0 125 4193 0.0 -15 0.05350031135509713 0.05118368351549813 25 TARGET 100 1e-05 0.0 125 4193 0.0 -16 0.05221614992929629 0.050002039720614753 25 TARGET 100 1e-05 0.0 125 4193 0.0 -17 0.051086218043007836 0.04894309479630354 25 TARGET 100 1e-05 0.0 125 4193 0.0 -18 0.05009295578155453 0.04801757097470038 25 TARGET 100 1e-05 0.0 125 4193 0.0 -19 0.04923271938456028 0.04722627760334448 25 TARGET 100 1e-05 0.0 125 4193 0.0 -20 0.04844332002228759 0.046495391451048126 25 TARGET 100 1e-05 0.0 125 4193 0.0 -21 0.04775383533527353 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TARGET 100 1e-05 0.0 125 4193 0.0 -95 0.0338571483789871 0.033222310809475006 25 TARGET 100 1e-05 0.0 125 4193 0.0 -96 0.03378469541493289 0.033159554061112984 25 TARGET 100 1e-05 0.0 125 4193 0.0 -97 0.033710931358789956 0.03309552879496054 25 TARGET 100 1e-05 0.0 125 4193 0.0 -98 0.03363591423477689 0.03303612486431093 25 TARGET 100 1e-05 0.0 125 4193 0.0 -99 0.03356363581374338 0.032972296022556045 25 TARGET 100 1e-05 0.0 125 4193 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00001lr_50bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00001lr_50bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index c41ac82e5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00001lr_50bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09605077797114248 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0.05161080567122309 0.04958991198377176 50 TARGET 100 1e-05 0.0 125 1470 0.0 -33 0.05100856602242097 0.04899071540796396 50 TARGET 100 1e-05 0.0 125 1470 0.0 -34 0.050454500636167396 0.048468280019182144 50 TARGET 100 1e-05 0.0 125 1470 0.0 -35 0.049936904687973786 0.04794931479475715 50 TARGET 100 1e-05 0.0 125 1470 0.0 -36 0.04945383762771433 0.04747664499463457 50 TARGET 100 1e-05 0.0 125 1470 0.0 -37 0.049005964626667876 0.04704570363868366 50 TARGET 100 1e-05 0.0 125 1470 0.0 -38 0.048592753620561126 0.046641590694586434 50 TARGET 100 1e-05 0.0 125 1470 0.0 -39 0.04820045516496957 0.046244477232297264 50 TARGET 100 1e-05 0.0 125 1470 0.0 -40 0.04783366944151695 0.04588869868805914 50 TARGET 100 1e-05 0.0 125 1470 0.0 -41 0.047493487383279735 0.045554286715659226 50 TARGET 100 1e-05 0.0 125 1470 0.0 -42 0.04716944014684921 0.04522519637689446 50 TARGET 100 1e-05 0.0 125 1470 0.0 -43 0.046868825701350716 0.044908545685536934 50 TARGET 100 1e-05 0.0 125 1470 0.0 -44 0.046578067633941116 0.04464404634905584 50 TARGET 100 1e-05 0.0 125 1470 0.0 -45 0.046307512392801065 0.044350294904275375 50 TARGET 100 1e-05 0.0 125 1470 0.0 -46 0.04604122854192249 0.04409626352064537 50 TARGET 100 1e-05 0.0 125 1470 0.0 -47 0.04579357390201052 0.04384800927205519 50 TARGET 100 1e-05 0.0 125 1470 0.0 -48 0.045560389619182656 0.043614427813074806 50 TARGET 100 1e-05 0.0 125 1470 0.0 -49 0.04533300695545746 0.04337526214393703 50 TARGET 100 1e-05 0.0 125 1470 0.0 -50 0.045116162887125305 0.04316679501172268 50 TARGET 100 1e-05 0.0 125 1470 0.0 -51 0.04490986996979424 0.04295792825745814 50 TARGET 100 1e-05 0.0 125 1470 0.0 -52 0.044710888455211116 0.04277206133260871 50 TARGET 100 1e-05 0.0 125 1470 0.0 -53 0.04451564813553283 0.04256780739083434 50 TARGET 100 1e-05 0.0 125 1470 0.0 -54 0.044327404174439436 0.042364714949420006 50 TARGET 100 1e-05 0.0 125 1470 0.0 -55 0.04414934356405278 0.04220050708814101 50 TARGET 100 1e-05 0.0 125 1470 0.0 -56 0.043970354867202265 0.042014114784471916 50 TARGET 100 1e-05 0.0 125 1470 0.0 -57 0.04379869295089735 0.04182529855858196 50 TARGET 100 1e-05 0.0 125 1470 0.0 -58 0.043631717675563064 0.04165614486643762 50 TARGET 100 1e-05 0.0 125 1470 0.0 -59 0.04346749486295061 0.04150196977637031 50 TARGET 100 1e-05 0.0 125 1470 0.0 -60 0.043310155872544054 0.04134565309593172 50 TARGET 100 1e-05 0.0 125 1470 0.0 -61 0.04315198901476282 0.041189884033167 50 TARGET 100 1e-05 0.0 125 1470 0.0 -62 0.043001880499248954 0.04104069563927072 50 TARGET 100 1e-05 0.0 125 1470 0.0 -63 0.04285302976466188 0.040888500258778084 50 TARGET 100 1e-05 0.0 125 1470 0.0 -64 0.04270581354195823 0.040741394979484154 50 TARGET 100 1e-05 0.0 125 1470 0.0 -65 0.04256388290412097 0.0406028971527562 50 TARGET 100 1e-05 0.0 125 1470 0.0 -66 0.04242134333810822 0.04046578129584139 50 TARGET 100 1e-05 0.0 125 1470 0.0 -67 0.042284794941996086 0.040326898522449264 50 TARGET 100 1e-05 0.0 125 1470 0.0 -68 0.042147640778560834 0.040174839397271477 50 TARGET 100 1e-05 0.0 125 1470 0.0 -69 0.042014507959386715 0.040047904420079605 50 TARGET 100 1e-05 0.0 125 1470 0.0 -70 0.041879724071483417 0.039913087744604454 50 TARGET 100 1e-05 0.0 125 1470 0.0 -71 0.0417455452484916 0.039788253153815414 50 TARGET 100 1e-05 0.0 125 1470 0.0 -72 0.04161586503338332 0.03966626841010469 50 TARGET 100 1e-05 0.0 125 1470 0.0 -73 0.04148860749873248 0.03952896877220183 50 TARGET 100 1e-05 0.0 125 1470 0.0 -74 0.04136058961602574 0.03940947252241048 50 TARGET 100 1e-05 0.0 125 1470 0.0 -75 0.04122992186032562 0.039282837374643845 50 TARGET 100 1e-05 0.0 125 1470 0.0 -76 0.041104972074027815 0.03916647319089283 50 TARGET 100 1e-05 0.0 125 1470 0.0 -77 0.04098182122665222 0.03904749396623987 50 TARGET 100 1e-05 0.0 125 1470 0.0 -78 0.040859543326426835 0.038924175681489884 50 TARGET 100 1e-05 0.0 125 1470 0.0 -79 0.040737604665936844 0.038814400407401 50 TARGET 100 1e-05 0.0 125 1470 0.0 -80 0.040617394176396454 0.038692031394351616 50 TARGET 100 1e-05 0.0 125 1470 0.0 -81 0.04049743887551305 0.03857532335501729 50 TARGET 100 1e-05 0.0 125 1470 0.0 -82 0.040382411920462394 0.03846537299228437 50 TARGET 100 1e-05 0.0 125 1470 0.0 -83 0.04026413152013162 0.03835890351822882 50 TARGET 100 1e-05 0.0 125 1470 0.0 -84 0.040146784813014744 0.03825106900749785 50 TARGET 100 1e-05 0.0 125 1470 0.0 -85 0.04003310347797493 0.03813861333059542 50 TARGET 100 1e-05 0.0 125 1470 0.0 -86 0.039917974911554896 0.03804342087471124 50 TARGET 100 1e-05 0.0 125 1470 0.0 -87 0.03980724869753777 0.037920045694618515 50 TARGET 100 1e-05 0.0 125 1470 0.0 -88 0.03969314727016571 0.03782178235776497 50 TARGET 100 1e-05 0.0 125 1470 0.0 -89 0.03958080806816467 0.03772075880657543 50 TARGET 100 1e-05 0.0 125 1470 0.0 -90 0.039472781962116156 0.03761946240609342 50 TARGET 100 1e-05 0.0 125 1470 0.0 -91 0.03936198471672206 0.03750544854185798 50 TARGET 100 1e-05 0.0 125 1470 0.0 -92 0.03925391304171848 0.03740979437575196 50 TARGET 100 1e-05 0.0 125 1470 0.0 -93 0.0391476450720018 0.037311996925960884 50 TARGET 100 1e-05 0.0 125 1470 0.0 -94 0.03904192375414299 0.037228021432052956 50 TARGET 100 1e-05 0.0 125 1470 0.0 -95 0.038938249163455035 0.03712889179587364 50 TARGET 100 1e-05 0.0 125 1470 0.0 -96 0.03883591724515764 0.037018115096019974 50 TARGET 100 1e-05 0.0 125 1470 0.0 -97 0.03873140935594787 0.036927204240452156 50 TARGET 100 1e-05 0.0 125 1470 0.0 -98 0.038630453499680015 0.03684488638783946 50 TARGET 100 1e-05 0.0 125 1470 0.0 -99 0.038528674793263475 0.03675983722011248 50 TARGET 100 1e-05 0.0 125 1470 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_10bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_10bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 7fb0ad59b..000000000 --- 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0.0 -46 0.026704187037718013 0.025931893876104645 10 TARGET 100 5e-05 0.1 125 9440 0.0 -47 0.0265835763805041 0.025831020804065647 10 TARGET 100 5e-05 0.1 125 9440 0.0 -48 0.026562851254737337 0.02575466160972913 10 TARGET 100 5e-05 0.1 125 9440 0.0 -49 0.026340919374315826 0.02567898775591995 10 TARGET 100 5e-05 0.1 125 9440 0.0 -50 0.026311949848727346 0.025582667496619804 10 TARGET 100 5e-05 0.1 125 9440 0.0 -51 0.026162139093032992 0.02548566415454402 10 TARGET 100 5e-05 0.1 125 9440 0.0 -52 0.02605771081465663 0.02540247729330352 10 TARGET 100 5e-05 0.1 125 9440 0.0 -53 0.026084958904921407 0.025337993477781613 10 TARGET 100 5e-05 0.1 125 9440 0.0 -54 0.025959658734374978 0.02527554254188682 10 TARGET 100 5e-05 0.1 125 9440 0.0 -55 0.02579904732103099 0.025191283813028625 10 TARGET 100 5e-05 0.1 125 9440 0.0 -56 0.025637695120540933 0.025097016075795345 10 TARGET 100 5e-05 0.1 125 9440 0.0 -57 0.025575234093750367 0.02506691307732553 10 TARGET 100 5e-05 0.1 125 9440 0.0 -58 0.02552890390634336 0.025029614567756653 10 TARGET 100 5e-05 0.1 125 9440 0.0 -59 0.02549312543437537 0.02496004550520218 10 TARGET 100 5e-05 0.1 125 9440 0.0 -60 0.025274954880478005 0.02490405145693909 10 TARGET 100 5e-05 0.1 125 9440 0.0 -61 0.02534115240479559 0.024844916480960266 10 TARGET 100 5e-05 0.1 125 9440 0.0 -62 0.02513932745264034 0.024790809066458183 10 TARGET 100 5e-05 0.1 125 9440 0.0 -63 0.02507476435867624 0.02472005474070708 10 TARGET 100 5e-05 0.1 125 9440 0.0 -64 0.024963859807361256 0.02470766668292609 10 TARGET 100 5e-05 0.1 125 9440 0.0 -65 0.024998670719839907 0.024635998588619812 10 TARGET 100 5e-05 0.1 125 9440 0.0 -66 0.024941852353889533 0.024569362514849865 10 TARGET 100 5e-05 0.1 125 9440 0.0 -67 0.02480481482841551 0.024552595434766827 10 TARGET 100 5e-05 0.1 125 9440 0.0 -68 0.024724765012812133 0.024505303664640946 10 TARGET 100 5e-05 0.1 125 9440 0.0 -69 0.024593932535311187 0.024471098218451847 10 TARGET 100 5e-05 0.1 125 9440 0.0 -70 0.02456467276947065 0.02441148465555726 10 TARGET 100 5e-05 0.1 125 9440 0.0 -71 0.02447880792622815 0.02432891568451217 10 TARGET 100 5e-05 0.1 125 9440 0.0 -72 0.02441921913588689 0.024290894920175724 10 TARGET 100 5e-05 0.1 125 9440 0.0 -73 0.02442336180921556 0.024289894171736458 10 TARGET 100 5e-05 0.1 125 9440 0.0 -74 0.024403800661064158 0.0242183803947586 10 TARGET 100 5e-05 0.1 125 9440 0.0 -75 0.024324716410602784 0.024190849991458836 10 TARGET 100 5e-05 0.1 125 9440 0.0 -76 0.024197754741768645 0.02416655816363566 10 TARGET 100 5e-05 0.1 125 9440 0.0 -77 0.0240264153641081 0.024096450965964432 10 TARGET 100 5e-05 0.1 125 9440 0.0 -78 0.024088780455266186 0.02410312301733277 10 TARGET 100 5e-05 0.1 125 9440 0.0 -79 0.02404280451537182 0.02409092737644008 10 TARGET 100 5e-05 0.1 125 9440 0.0 -80 0.024045148657427892 0.024013090822281258 10 TARGET 100 5e-05 0.1 125 9440 0.0 -81 0.023902402814440053 0.023995967243205418 10 TARGET 100 5e-05 0.1 125 9440 0.0 -82 0.02390264452557371 0.023961567065932533 10 TARGET 100 5e-05 0.1 125 9440 0.0 -83 0.023947156721142806 0.023915374595107453 10 TARGET 100 5e-05 0.1 125 9440 0.0 -84 0.023811206365825753 0.023876113478433002 10 TARGET 100 5e-05 0.1 125 9440 0.0 -85 0.023624174064809225 0.023886083766366497 10 TARGET 100 5e-05 0.1 125 9440 0.0 -86 0.02358584346795323 0.023816092052694523 10 TARGET 100 5e-05 0.1 125 9440 0.0 -87 0.023538443620507967 0.02382257750088518 10 TARGET 100 5e-05 0.1 125 9440 0.0 -88 0.02351530887161441 0.023723530103311394 10 TARGET 100 5e-05 0.1 125 9440 0.0 -89 0.023484127570934567 0.023720632730559868 10 TARGET 100 5e-05 0.1 125 9440 0.0 -90 0.023445669128888784 0.023706931282173504 10 TARGET 100 5e-05 0.1 125 9440 0.0 -91 0.023411903524087736 0.02367633016723575 10 TARGET 100 5e-05 0.1 125 9440 0.0 -92 0.023340519411044088 0.023635728002497643 10 TARGET 100 5e-05 0.1 125 9440 0.0 -93 0.02321541109294803 0.023656987726236835 10 TARGET 100 5e-05 0.1 125 9440 0.0 -94 0.02321778336909885 0.023585873571309177 10 TARGET 100 5e-05 0.1 125 9440 0.0 -95 0.02320624618267371 0.023553448700995155 10 TARGET 100 5e-05 0.1 125 9440 0.0 -96 0.023087426254945972 0.023524545471776615 10 TARGET 100 5e-05 0.1 125 9440 0.0 -97 0.02305036450827162 0.02353197561972069 10 TARGET 100 5e-05 0.1 125 9440 0.0 -98 0.023017789660529656 0.0235004901434436 10 TARGET 100 5e-05 0.1 125 9440 0.0 -99 0.022948370512687798 0.023429696758588154 10 TARGET 100 5e-05 0.1 125 9440 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_10bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_10bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 98b335f52..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_10bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09101575412332812 0.07266381202322064 10 TARGET 100 5e-05 0.5 125 2278 0.0 -1 0.06984517142578006 0.05353285902828881 10 TARGET 100 5e-05 0.5 125 2278 0.0 -2 0.058153122011258544 0.04585433988408609 10 TARGET 100 5e-05 0.5 125 2278 0.0 -3 0.0531608107490371 0.043083528903397644 10 TARGET 100 5e-05 0.5 125 2278 0.0 -4 0.05068560218068486 0.04244462953823985 10 TARGET 100 5e-05 0.5 125 2278 0.0 -5 0.04937980774325955 0.041159105797608696 10 TARGET 100 5e-05 0.5 125 2278 0.0 -6 0.0480363097556111 0.040440742152206825 10 TARGET 100 5e-05 0.5 125 2278 0.0 -7 0.046853304436110486 0.03936003746859955 10 TARGET 100 5e-05 0.5 125 2278 0.0 -8 0.046039027221475785 0.038326205629290955 10 TARGET 100 5e-05 0.5 125 2278 0.0 -9 0.04518082508384579 0.03770718373584025 10 TARGET 100 5e-05 0.5 125 2278 0.0 -10 0.04420980400960855 0.0370057997378436 10 TARGET 100 5e-05 0.5 125 2278 0.0 -11 0.043462588015931225 0.03657765680867614 10 TARGET 100 5e-05 0.5 125 2278 0.0 -12 0.042898466453106715 0.036058597887555756 10 TARGET 100 5e-05 0.5 125 2278 0.0 -13 0.042204931541424406 0.03587686163232182 10 TARGET 100 5e-05 0.5 125 2278 0.0 -14 0.04189365690806097 0.03575907749208537 10 TARGET 100 5e-05 0.5 125 2278 0.0 -15 0.04132259288420179 0.03500879939758417 10 TARGET 100 5e-05 0.5 125 2278 0.0 -16 0.04095156860823182 0.03488862926535534 10 TARGET 100 5e-05 0.5 125 2278 0.0 -17 0.04048935423043842 0.03500817953185602 10 TARGET 100 5e-05 0.5 125 2278 0.0 -18 0.04024024171008406 0.034812266853722657 10 TARGET 100 5e-05 0.5 125 2278 0.0 -19 0.039770807456287874 0.03465934526739699 10 TARGET 100 5e-05 0.5 125 2278 0.0 -20 0.03949458138258369 0.03421242433515462 10 TARGET 100 5e-05 0.5 125 2278 0.0 -21 0.03903036405291622 0.03414359598448782 10 TARGET 100 5e-05 0.5 125 2278 0.0 -22 0.038824527402116796 0.03376665220341899 10 TARGET 100 5e-05 0.5 125 2278 0.0 -23 0.0384108997404776 0.03356952987837069 10 TARGET 100 5e-05 0.5 125 2278 0.0 -24 0.03825310561868679 0.03363616781478578 10 TARGET 100 5e-05 0.5 125 2278 0.0 -25 0.03783629732425967 0.03323853766602097 10 TARGET 100 5e-05 0.5 125 2278 0.0 -26 0.03770923593805896 0.03303002041171898 10 TARGET 100 5e-05 0.5 125 2278 0.0 -27 0.03735303472388874 0.032793341599630585 10 TARGET 100 5e-05 0.5 125 2278 0.0 -28 0.03709269381482593 0.032697182035807404 10 TARGET 100 5e-05 0.5 125 2278 0.0 -29 0.036767867585073416 0.032729985361749474 10 TARGET 100 5e-05 0.5 125 2278 0.0 -30 0.03657677686876721 0.03250625786004645 10 TARGET 100 5e-05 0.5 125 2278 0.0 -31 0.036315386023635814 0.03223731910640543 10 TARGET 100 5e-05 0.5 125 2278 0.0 -32 0.03594505989466251 0.0320759258712783 10 TARGET 100 5e-05 0.5 125 2278 0.0 -33 0.03548206388323195 0.03206570644044515 10 TARGET 100 5e-05 0.5 125 2278 0.0 -34 0.03535992253935498 0.03163497872424848 10 TARGET 100 5e-05 0.5 125 2278 0.0 -35 0.035375948550072984 0.03166030827119495 10 TARGET 100 5e-05 0.5 125 2278 0.0 -36 0.03528373736750196 0.031507260758768425 10 TARGET 100 5e-05 0.5 125 2278 0.0 -37 0.03494761216921437 0.03131107534423019 10 TARGET 100 5e-05 0.5 125 2278 0.0 -38 0.03483608932632589 0.031533595005219635 10 TARGET 100 5e-05 0.5 125 2278 0.0 -39 0.03461010210993715 0.03108582465034543 10 TARGET 100 5e-05 0.5 125 2278 0.0 -40 0.03453269753893618 0.031065457359407887 10 TARGET 100 5e-05 0.5 125 2278 0.0 -41 0.03404553181896306 0.03090724523997668 10 TARGET 100 5e-05 0.5 125 2278 0.0 -42 0.0341182993003716 0.03088868527927182 10 TARGET 100 5e-05 0.5 125 2278 0.0 -43 0.03391025829370375 0.030467880946217163 10 TARGET 100 5e-05 0.5 125 2278 0.0 -44 0.03384341763627248 0.030450237519813305 10 TARGET 100 5e-05 0.5 125 2278 0.0 -45 0.03357926091361126 0.03037391574771115 10 TARGET 100 5e-05 0.5 125 2278 0.0 -46 0.03346736362887553 0.030351496442700878 10 TARGET 100 5e-05 0.5 125 2278 0.0 -47 0.03306735887722134 0.03002935117392829 10 TARGET 100 5e-05 0.5 125 2278 0.0 -48 0.03288832572774855 0.030165558624448197 10 TARGET 100 5e-05 0.5 125 2278 0.0 -49 0.03284563839134544 0.029823358142466255 10 TARGET 100 5e-05 0.5 125 2278 0.0 -50 0.03274837393401448 0.02968793452689142 10 TARGET 100 5e-05 0.5 125 2278 0.0 -51 0.032378220811536414 0.029722782190550457 10 TARGET 100 5e-05 0.5 125 2278 0.0 -52 0.032503577739451874 0.029516488257231133 10 TARGET 100 5e-05 0.5 125 2278 0.0 -53 0.03213478228459856 0.02942854357939778 10 TARGET 100 5e-05 0.5 125 2278 0.0 -54 0.03170206996703188 0.029265940189361572 10 TARGET 100 5e-05 0.5 125 2278 0.0 -55 0.03169870160219043 0.02903663841160861 10 TARGET 100 5e-05 0.5 125 2278 0.0 -56 0.031811054764622794 0.028983843315279846 10 TARGET 100 5e-05 0.5 125 2278 0.0 -57 0.03146174843564178 0.028799307843049366 10 TARGET 100 5e-05 0.5 125 2278 0.0 -58 0.03148336347932567 0.02876874426323356 10 TARGET 100 5e-05 0.5 125 2278 0.0 -59 0.03152553369024587 0.028572216404206825 10 TARGET 100 5e-05 0.5 125 2278 0.0 -60 0.03142544298561334 0.028623264339385612 10 TARGET 100 5e-05 0.5 125 2278 0.0 -61 0.03125809963403727 0.028453256878437416 10 TARGET 100 5e-05 0.5 125 2278 0.0 -62 0.031098928772891412 0.028242924899765938 10 TARGET 100 5e-05 0.5 125 2278 0.0 -63 0.031012234161999892 0.028317988201072723 10 TARGET 100 5e-05 0.5 125 2278 0.0 -64 0.030770791061097123 0.028145685509750336 10 TARGET 100 5e-05 0.5 125 2278 0.0 -65 0.030687004170985736 0.028109029443426567 10 TARGET 100 5e-05 0.5 125 2278 0.0 -66 0.030643946970954086 0.02808381679157416 10 TARGET 100 5e-05 0.5 125 2278 0.0 -67 0.0304779417574506 0.027889575131914833 10 TARGET 100 5e-05 0.5 125 2278 0.0 -68 0.030381370009697647 0.027765255082737316 10 TARGET 100 5e-05 0.5 125 2278 0.0 -69 0.03018136615378889 0.02768845314329321 10 TARGET 100 5e-05 0.5 125 2278 0.0 -70 0.030225133974895332 0.027685818234176346 10 TARGET 100 5e-05 0.5 125 2278 0.0 -71 0.029974338927804822 0.027578174842126442 10 TARGET 100 5e-05 0.5 125 2278 0.0 -72 0.0297195728466868 0.027506122309150116 10 TARGET 100 5e-05 0.5 125 2278 0.0 -73 0.029846746512133666 0.0273902060068918 10 TARGET 100 5e-05 0.5 125 2278 0.0 -74 0.029793420881785528 0.027314619866736008 10 TARGET 100 5e-05 0.5 125 2278 0.0 -75 0.029396721478614343 0.027174368839372288 10 TARGET 100 5e-05 0.5 125 2278 0.0 -76 0.029457484161863823 0.027165147842782917 10 TARGET 100 5e-05 0.5 125 2278 0.0 -77 0.029278348955742838 0.027129926577661976 10 TARGET 100 5e-05 0.5 125 2278 0.0 -78 0.029209274052319302 0.027050918532591877 10 TARGET 100 5e-05 0.5 125 2278 0.0 -79 0.029598852280866016 0.02683606788967595 10 TARGET 100 5e-05 0.5 125 2278 0.0 -80 0.029412299099845517 0.026800622768474346 10 TARGET 100 5e-05 0.5 125 2278 0.0 -81 0.029046618445503592 0.0267949126886599 10 TARGET 100 5e-05 0.5 125 2278 0.0 -82 0.029154733099319315 0.026762013464714542 10 TARGET 100 5e-05 0.5 125 2278 0.0 -83 0.028915994327126528 0.026663823730566284 10 TARGET 100 5e-05 0.5 125 2278 0.0 -84 0.02876690867974702 0.026691058707056625 10 TARGET 100 5e-05 0.5 125 2278 0.0 -85 0.02883248998836837 0.026532268941853985 10 TARGET 100 5e-05 0.5 125 2278 0.0 -86 0.02865434350815887 0.02645933475684036 10 TARGET 100 5e-05 0.5 125 2278 0.0 -87 0.02870816650866258 0.02647851463971716 10 TARGET 100 5e-05 0.5 125 2278 0.0 -88 0.02848922181560937 0.026356594975699078 10 TARGET 100 5e-05 0.5 125 2278 0.0 -89 0.028498653284829072 0.02629996903918006 10 TARGET 100 5e-05 0.5 125 2278 0.0 -90 0.0285092373362896 0.0262615532811844 10 TARGET 100 5e-05 0.5 125 2278 0.0 -91 0.028305549149461064 0.026237892156297512 10 TARGET 100 5e-05 0.5 125 2278 0.0 -92 0.028234588992013674 0.026119736954569817 10 TARGET 100 5e-05 0.5 125 2278 0.0 -93 0.02805723184688324 0.02607739982054089 10 TARGET 100 5e-05 0.5 125 2278 0.0 -94 0.028043211955163214 0.026105238350503372 10 TARGET 100 5e-05 0.5 125 2278 0.0 -95 0.027993457479659554 0.026023213328285652 10 TARGET 100 5e-05 0.5 125 2278 0.0 -96 0.027757266580255745 0.026051382110877472 10 TARGET 100 5e-05 0.5 125 2278 0.0 -97 0.028017099106351934 0.02592875718167334 10 TARGET 100 5e-05 0.5 125 2278 0.0 -98 0.028107797106107075 0.025872046692353306 10 TARGET 100 5e-05 0.5 125 2278 0.0 -99 0.027834585632639703 0.025936607102101498 10 TARGET 100 5e-05 0.5 125 2278 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_10bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_10bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index 0d5c7981e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_10bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08524333008311012 0.06606399843638594 10 TARGET 100 5e-05 0.0 125 4370 0.0 -1 0.05622011046819012 0.04786591784972133 10 TARGET 100 5e-05 0.0 125 4370 0.0 -2 0.045709579681306574 0.04281003118464441 10 TARGET 100 5e-05 0.0 125 4370 0.0 -3 0.042208093648105356 0.04043261751984105 10 TARGET 100 5e-05 0.0 125 4370 0.0 -4 0.03990450128912926 0.038639959060784546 10 TARGET 100 5e-05 0.0 125 4370 0.0 -5 0.03806902790561268 0.037030483172698456 10 TARGET 100 5e-05 0.0 125 4370 0.0 -6 0.036545643482595584 0.03583147230021881 10 TARGET 100 5e-05 0.0 125 4370 0.0 -7 0.03539130484265109 0.03486563175013571 10 TARGET 100 5e-05 0.0 125 4370 0.0 -8 0.03448675953554184 0.034106423344575997 10 TARGET 100 5e-05 0.0 125 4370 0.0 -9 0.03376862459411525 0.03346262431957505 10 TARGET 100 5e-05 0.0 125 4370 0.0 -10 0.03312906198303908 0.03292062489146536 10 TARGET 100 5e-05 0.0 125 4370 0.0 -11 0.0325730431335743 0.032380942424589935 10 TARGET 100 5e-05 0.0 125 4370 0.0 -12 0.03205574044851141 0.031917485098044075 10 TARGET 100 5e-05 0.0 125 4370 0.0 -13 0.03159130603601836 0.03148653488041776 10 TARGET 100 5e-05 0.0 125 4370 0.0 -14 0.031156636693010026 0.031091238569581146 10 TARGET 100 5e-05 0.0 125 4370 0.0 -15 0.030744744684258696 0.030693522908470848 10 TARGET 100 5e-05 0.0 125 4370 0.0 -16 0.030363695595651764 0.03032221831381321 10 TARGET 100 5e-05 0.0 125 4370 0.0 -17 0.03001372649738885 0.02998267910019918 10 TARGET 100 5e-05 0.0 125 4370 0.0 -18 0.029679408635605465 0.029686633158813824 10 TARGET 100 5e-05 0.0 125 4370 0.0 -19 0.02939239824159378 0.029390927291277683 10 TARGET 100 5e-05 0.0 125 4370 0.0 -20 0.029098752371791235 0.02911073432275743 10 TARGET 100 5e-05 0.0 125 4370 0.0 -21 0.028825272965912866 0.028877054200027927 10 TARGET 100 5e-05 0.0 125 4370 0.0 -22 0.02858088728078086 0.028652525252916596 10 TARGET 100 5e-05 0.0 125 4370 0.0 -23 0.02833354685091812 0.028386757624420254 10 TARGET 100 5e-05 0.0 125 4370 0.0 -24 0.02810783178768174 0.028162722899155182 10 TARGET 100 5e-05 0.0 125 4370 0.0 -25 0.02789225198504098 0.02795775816070311 10 TARGET 100 5e-05 0.0 125 4370 0.0 -26 0.027681514526707956 0.02774159751380935 10 TARGET 100 5e-05 0.0 125 4370 0.0 -27 0.027474631533428072 0.027572749521244656 10 TARGET 100 5e-05 0.0 125 4370 0.0 -28 0.02729474074561588 0.02737467899692781 10 TARGET 100 5e-05 0.0 125 4370 0.0 -29 0.027106593711057093 0.02721294771992799 10 TARGET 100 5e-05 0.0 125 4370 0.0 -30 0.02692802473651841 0.027052529043320454 10 TARGET 100 5e-05 0.0 125 4370 0.0 -31 0.02675913496927581 0.026876166237123085 10 TARGET 100 5e-05 0.0 125 4370 0.0 -32 0.026591332002169756 0.026724663309075615 10 TARGET 100 5e-05 0.0 125 4370 0.0 -33 0.02642969980911173 0.026579861388061985 10 TARGET 100 5e-05 0.0 125 4370 0.0 -34 0.02628239864477204 0.02647320937478181 10 TARGET 100 5e-05 0.0 125 4370 0.0 -35 0.026139742315367417 0.026312539861960846 10 TARGET 100 5e-05 0.0 125 4370 0.0 -36 0.025992012573312028 0.026183265402461544 10 TARGET 100 5e-05 0.0 125 4370 0.0 -37 0.025845071871573675 0.02607846243137663 10 TARGET 100 5e-05 0.0 125 4370 0.0 -38 0.025722497942471743 0.025957013113480625 10 TARGET 100 5e-05 0.0 125 4370 0.0 -39 0.025587443394040822 0.02583819396342292 10 TARGET 100 5e-05 0.0 125 4370 0.0 -40 0.02545796050643078 0.02576338042589751 10 TARGET 100 5e-05 0.0 125 4370 0.0 -41 0.025346900032275053 0.025665405065272793 10 TARGET 100 5e-05 0.0 125 4370 0.0 -42 0.02522908131707999 0.025549450155460472 10 TARGET 100 5e-05 0.0 125 4370 0.0 -43 0.025102121354102686 0.025466307884815968 10 TARGET 100 5e-05 0.0 125 4370 0.0 -44 0.0249964201741347 0.025376202933716053 10 TARGET 100 5e-05 0.0 125 4370 0.0 -45 0.024891938180082576 0.02529498500128587 10 TARGET 100 5e-05 0.0 125 4370 0.0 -46 0.024782398828502857 0.02521978561399561 10 TARGET 100 5e-05 0.0 125 4370 0.0 -47 0.024690242107919973 0.025118200447071682 10 TARGET 100 5e-05 0.0 125 4370 0.0 -48 0.024583962899617073 0.025054545057090847 10 TARGET 100 5e-05 0.0 125 4370 0.0 -49 0.02449223929733941 0.02497210314102245 10 TARGET 100 5e-05 0.0 125 4370 0.0 -50 0.02439583841748912 0.02492076045635975 10 TARGET 100 5e-05 0.0 125 4370 0.0 -51 0.02430611023497501 0.024859492243690925 10 TARGET 100 5e-05 0.0 125 4370 0.0 -52 0.02422000871036791 0.02479492562512557 10 TARGET 100 5e-05 0.0 125 4370 0.0 -53 0.024121398426065543 0.024717117857300873 10 TARGET 100 5e-05 0.0 125 4370 0.0 -54 0.02403362184411749 0.024660873424374695 10 TARGET 100 5e-05 0.0 125 4370 0.0 -55 0.023957351674184654 0.024619877789959763 10 TARGET 100 5e-05 0.0 125 4370 0.0 -56 0.02387367209626569 0.02456520435710748 10 TARGET 100 5e-05 0.0 125 4370 0.0 -57 0.023797761623807225 0.024501837282018227 10 TARGET 100 5e-05 0.0 125 4370 0.0 -58 0.023712695767532294 0.024453568695621056 10 TARGET 100 5e-05 0.0 125 4370 0.0 -59 0.023636646706748893 0.02440459986753536 10 TARGET 100 5e-05 0.0 125 4370 0.0 -60 0.023568057753020264 0.02434001061500925 10 TARGET 100 5e-05 0.0 125 4370 0.0 -61 0.023490857169885027 0.0242962958008954 10 TARGET 100 5e-05 0.0 125 4370 0.0 -62 0.02342458637525337 0.02425882395244006 10 TARGET 100 5e-05 0.0 125 4370 0.0 -63 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0.022593510315223574 0.02373451812926567 10 TARGET 100 5e-05 0.0 125 4370 0.0 -76 0.022527290991059056 0.0237034291141864 10 TARGET 100 5e-05 0.0 125 4370 0.0 -77 0.02246749243677064 0.02368391062499899 10 TARGET 100 5e-05 0.0 125 4370 0.0 -78 0.02242016298100603 0.023636139195525284 10 TARGET 100 5e-05 0.0 125 4370 0.0 -79 0.02236343772849852 0.02360987217363083 10 TARGET 100 5e-05 0.0 125 4370 0.0 -80 0.022310887497884256 0.023594467251589805 10 TARGET 100 5e-05 0.0 125 4370 0.0 -81 0.022263699433819614 0.023563798742763924 10 TARGET 100 5e-05 0.0 125 4370 0.0 -82 0.02220840819230184 0.023525805635885758 10 TARGET 100 5e-05 0.0 125 4370 0.0 -83 0.022157697063503845 0.023504379685177948 10 TARGET 100 5e-05 0.0 125 4370 0.0 -84 0.022111112546639812 0.02345573411069133 10 TARGET 100 5e-05 0.0 125 4370 0.0 -85 0.022060782902620056 0.023441643200137398 10 TARGET 100 5e-05 0.0 125 4370 0.0 -86 0.022008837228923134 0.023409861563281578 10 TARGET 100 5e-05 0.0 125 4370 0.0 -87 0.021961604373573453 0.023383536291393368 10 TARGET 100 5e-05 0.0 125 4370 0.0 -88 0.021913798325240413 0.02334713992295843 10 TARGET 100 5e-05 0.0 125 4370 0.0 -89 0.021868543097316617 0.023335585539991207 10 TARGET 100 5e-05 0.0 125 4370 0.0 -90 0.02181858591961138 0.02331247406475472 10 TARGET 100 5e-05 0.0 125 4370 0.0 -91 0.02177659079106368 0.02328052721691854 10 TARGET 100 5e-05 0.0 125 4370 0.0 -92 0.021732493664329302 0.02324856236351259 10 TARGET 100 5e-05 0.0 125 4370 0.0 -93 0.021679127369364504 0.023231512612917206 10 TARGET 100 5e-05 0.0 125 4370 0.0 -94 0.021632182333455343 0.023205688166798966 10 TARGET 100 5e-05 0.0 125 4370 0.0 -95 0.021588716110346292 0.02317135301277493 10 TARGET 100 5e-05 0.0 125 4370 0.0 -96 0.02154520921007752 0.023154179085836266 10 TARGET 100 5e-05 0.0 125 4370 0.0 -97 0.021497641417263735 0.023149526198253487 10 TARGET 100 5e-05 0.0 125 4370 0.0 -98 0.02145623680367213 0.02310567907989025 10 TARGET 100 5e-05 0.0 125 4370 0.0 -99 0.021409045070760982 0.023078521092732746 10 TARGET 100 5e-05 0.0 125 4370 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_25bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_25bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 28e61edec..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_25bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09480580493105381 0.08818981288508936 25 TARGET 100 5e-05 0.1 125 2457 0.0 -1 0.08346827887625807 0.0717419044989528 25 TARGET 100 5e-05 0.1 125 2457 0.0 -2 0.06760340670644234 0.05842572394194025 25 TARGET 100 5e-05 0.1 125 2457 0.0 -3 0.05692244136724809 0.05104619891128757 25 TARGET 100 5e-05 0.1 125 2457 0.0 -4 0.0508666875010187 0.04699039955933889 25 TARGET 100 5e-05 0.1 125 2457 0.0 -5 0.047366018479169415 0.044730192445444336 25 TARGET 100 5e-05 0.1 125 2457 0.0 -6 0.04519908195392853 0.04327863612861344 25 TARGET 100 5e-05 0.1 125 2457 0.0 -7 0.04379996118019727 0.04216786835229758 25 TARGET 100 5e-05 0.1 125 2457 0.0 -8 0.042776986385886916 0.041148411110043526 25 TARGET 100 5e-05 0.1 125 2457 0.0 -9 0.041750985514435304 0.04067249212301138 25 TARGET 100 5e-05 0.1 125 2457 0.0 -10 0.040827643558985056 0.03965238289851131 25 TARGET 100 5e-05 0.1 125 2457 0.0 -11 0.04016715710236368 0.03899517751327067 25 TARGET 100 5e-05 0.1 125 2457 0.0 -12 0.0393849165062812 0.038333186879754066 25 TARGET 100 5e-05 0.1 125 2457 0.0 -13 0.03863266694927055 0.037715220880327804 25 TARGET 100 5e-05 0.1 125 2457 0.0 -14 0.03812386283669809 0.03715829573797457 25 TARGET 100 5e-05 0.1 125 2457 0.0 -15 0.03754820837090513 0.036779961746298905 25 TARGET 100 5e-05 0.1 125 2457 0.0 -16 0.03703579139779714 0.03625331785191189 25 TARGET 100 5e-05 0.1 125 2457 0.0 -17 0.036723525310405576 0.0357854145042824 25 TARGET 100 5e-05 0.1 125 2457 0.0 -18 0.0364035778500215 0.03544767601697734 25 TARGET 100 5e-05 0.1 125 2457 0.0 -19 0.035946540493731347 0.03509800169955601 25 TARGET 100 5e-05 0.1 125 2457 0.0 -20 0.035698696738892935 0.03495315552660913 25 TARGET 100 5e-05 0.1 125 2457 0.0 -21 0.03536289935360854 0.03454898568716916 25 TARGET 100 5e-05 0.1 125 2457 0.0 -22 0.03513176904157155 0.03445403057743202 25 TARGET 100 5e-05 0.1 125 2457 0.0 -23 0.03489208385749698 0.03414130199587706 25 TARGET 100 5e-05 0.1 125 2457 0.0 -24 0.03458720059306533 0.033988249798615776 25 TARGET 100 5e-05 0.1 125 2457 0.0 -25 0.03432169207293377 0.0337100328143799 25 TARGET 100 5e-05 0.1 125 2457 0.0 -26 0.03427168176594106 0.03356970536212126 25 TARGET 100 5e-05 0.1 125 2457 0.0 -27 0.033911367818738276 0.033321012488820335 25 TARGET 100 5e-05 0.1 125 2457 0.0 -28 0.03370353725020733 0.033055861057205635 25 TARGET 100 5e-05 0.1 125 2457 0.0 -29 0.033502500579513685 0.03299055542006637 25 TARGET 100 5e-05 0.1 125 2457 0.0 -30 0.03342548852805236 0.03272180259227753 25 TARGET 100 5e-05 0.1 125 2457 0.0 -31 0.03314912763835003 0.032529188602259666 25 TARGET 100 5e-05 0.1 125 2457 0.0 -32 0.03298296570865695 0.03233850103887645 25 TARGET 100 5e-05 0.1 125 2457 0.0 -33 0.03280356470871754 0.03220085060280381 25 TARGET 100 5e-05 0.1 125 2457 0.0 -34 0.03254078086841889 0.03205841119316491 25 TARGET 100 5e-05 0.1 125 2457 0.0 -35 0.03234236611849832 0.03180609536216115 25 TARGET 100 5e-05 0.1 125 2457 0.0 -36 0.032239348781279445 0.03166957560813788 25 TARGET 100 5e-05 0.1 125 2457 0.0 -37 0.031894292030169906 0.031458947186668716 25 TARGET 100 5e-05 0.1 125 2457 0.0 -38 0.03185332182368345 0.031299319682699264 25 TARGET 100 5e-05 0.1 125 2457 0.0 -39 0.03166812354140611 0.03112814375058268 25 TARGET 100 5e-05 0.1 125 2457 0.0 -40 0.03144991824008299 0.03100994054340955 25 TARGET 100 5e-05 0.1 125 2457 0.0 -41 0.03127490432763642 0.030840874056924473 25 TARGET 100 5e-05 0.1 125 2457 0.0 -42 0.03118448278644069 0.030660689667318806 25 TARGET 100 5e-05 0.1 125 2457 0.0 -43 0.031086496033577205 0.030540009706535122 25 TARGET 100 5e-05 0.1 125 2457 0.0 -44 0.030931726339514607 0.030380172542098797 25 TARGET 100 5e-05 0.1 125 2457 0.0 -45 0.03073386899713013 0.030225060710852795 25 TARGET 100 5e-05 0.1 125 2457 0.0 -46 0.030463865936203836 0.030072126932667965 25 TARGET 100 5e-05 0.1 125 2457 0.0 -47 0.030356747803814484 0.029934170260799652 25 TARGET 100 5e-05 0.1 125 2457 0.0 -48 0.03033577338463128 0.029804717749357224 25 TARGET 100 5e-05 0.1 125 2457 0.0 -49 0.03021230725791017 0.029668702743947506 25 TARGET 100 5e-05 0.1 125 2457 0.0 -50 0.030099299184426113 0.02952881563793529 25 TARGET 100 5e-05 0.1 125 2457 0.0 -51 0.029900392598977393 0.02942332552012169 25 TARGET 100 5e-05 0.1 125 2457 0.0 -52 0.029882957186763134 0.029312344098632984 25 TARGET 100 5e-05 0.1 125 2457 0.0 -53 0.029713284973719906 0.029177024960517883 25 TARGET 100 5e-05 0.1 125 2457 0.0 -54 0.02959258569348039 0.029035086291983273 25 TARGET 100 5e-05 0.1 125 2457 0.0 -55 0.029498036433425214 0.0289232571411765 25 TARGET 100 5e-05 0.1 125 2457 0.0 -56 0.02929460538570026 0.028811363729112076 25 TARGET 100 5e-05 0.1 125 2457 0.0 -57 0.029078647281083995 0.028707075948742302 25 TARGET 100 5e-05 0.1 125 2457 0.0 -58 0.028965741985474372 0.028606729440842613 25 TARGET 100 5e-05 0.1 125 2457 0.0 -59 0.029003900300197127 0.028502396759435986 25 TARGET 100 5e-05 0.1 125 2457 0.0 -60 0.028770539765355964 0.028402208999702423 25 TARGET 100 5e-05 0.1 125 2457 0.0 -61 0.028780580814990533 0.028301809180640812 25 TARGET 100 5e-05 0.1 125 2457 0.0 -62 0.028502592036143096 0.0282020934603431 25 TARGET 100 5e-05 0.1 125 2457 0.0 -63 0.02845479570868541 0.02807806587467591 25 TARGET 100 5e-05 0.1 125 2457 0.0 -64 0.028381638812145803 0.02800187175021027 25 TARGET 100 5e-05 0.1 125 2457 0.0 -65 0.028380401300812007 0.027882794680243187 25 TARGET 100 5e-05 0.1 125 2457 0.0 -66 0.028222996164552292 0.02784043304960836 25 TARGET 100 5e-05 0.1 125 2457 0.0 -67 0.02818228797642169 0.02771821211684834 25 TARGET 100 5e-05 0.1 125 2457 0.0 -68 0.028047112343513002 0.027658155498405296 25 TARGET 100 5e-05 0.1 125 2457 0.0 -69 0.027962576459955285 0.027582280140257244 25 TARGET 100 5e-05 0.1 125 2457 0.0 -70 0.027881336558346796 0.027504571431288212 25 TARGET 100 5e-05 0.1 125 2457 0.0 -71 0.027706169811789236 0.027431532909924335 25 TARGET 100 5e-05 0.1 125 2457 0.0 -72 0.027607772264140424 0.027343393501007195 25 TARGET 100 5e-05 0.1 125 2457 0.0 -73 0.027615192230251502 0.02726100018304406 25 TARGET 100 5e-05 0.1 125 2457 0.0 -74 0.027607032593327138 0.027207880252690025 25 TARGET 100 5e-05 0.1 125 2457 0.0 -75 0.0272461255911976 0.027143269833741768 25 TARGET 100 5e-05 0.1 125 2457 0.0 -76 0.027349073982324064 0.027046504797357502 25 TARGET 100 5e-05 0.1 125 2457 0.0 -77 0.027176112143529788 0.02699476858657418 25 TARGET 100 5e-05 0.1 125 2457 0.0 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_25bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index ae08c25e3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_25bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09514436441840547 0.09188325251593735 25 TARGET 100 5e-05 0.5 125 1656 0.0 -1 0.08835106896180095 0.07859765139944626 25 TARGET 100 5e-05 0.5 125 1656 0.0 -2 0.07718976620923389 0.06523039158095013 25 TARGET 100 5e-05 0.5 125 1656 0.0 -3 0.06804424996553647 0.057272322701685356 25 TARGET 100 5e-05 0.5 125 1656 0.0 -4 0.061850366223390255 0.05271946548512488 25 TARGET 100 5e-05 0.5 125 1656 0.0 -5 0.05733093730352744 0.0496884709732099 25 TARGET 100 5e-05 0.5 125 1656 0.0 -6 0.054458820916436335 0.04778402349488302 25 TARGET 100 5e-05 0.5 125 1656 0.0 -7 0.05280082067004358 0.04646168299245112 25 TARGET 100 5e-05 0.5 125 1656 0.0 -8 0.05122919168059874 0.04575195338464144 25 TARGET 100 5e-05 0.5 125 1656 0.0 -9 0.05034599040543993 0.04495101653491006 25 TARGET 100 5e-05 0.5 125 1656 0.0 -10 0.049368647156088845 0.04441306175607623 25 TARGET 100 5e-05 0.5 125 1656 0.0 -11 0.048730712628575285 0.04400200532241301 25 TARGET 100 5e-05 0.5 125 1656 0.0 -12 0.0480175366756892 0.04352772732575735 25 TARGET 100 5e-05 0.5 125 1656 0.0 -13 0.047389447864659304 0.04283711348067631 25 TARGET 100 5e-05 0.5 125 1656 0.0 -14 0.04671426844290812 0.0423125908568953 25 TARGET 100 5e-05 0.5 125 1656 0.0 -15 0.04611057734825595 0.04185506673247525 25 TARGET 100 5e-05 0.5 125 1656 0.0 -16 0.045513289337758264 0.04119504734196446 25 TARGET 100 5e-05 0.5 125 1656 0.0 -17 0.045045496124510816 0.04069975656316136 25 TARGET 100 5e-05 0.5 125 1656 0.0 -18 0.04457656963279954 0.040343552263397156 25 TARGET 100 5e-05 0.5 125 1656 0.0 -19 0.044164609684536754 0.039862725432171967 25 TARGET 100 5e-05 0.5 125 1656 0.0 -20 0.04370566900280188 0.03950467011467977 25 TARGET 100 5e-05 0.5 125 1656 0.0 -21 0.043328752139150495 0.03918597028788292 25 TARGET 100 5e-05 0.5 125 1656 0.0 -22 0.04308123232464397 0.03894142625909863 25 TARGET 100 5e-05 0.5 125 1656 0.0 -23 0.042470057203312116 0.038591936456434654 25 TARGET 100 5e-05 0.5 125 1656 0.0 -24 0.04247084506458104 0.03837311126743302 25 TARGET 100 5e-05 0.5 125 1656 0.0 -25 0.04215946467436524 0.03812655913784648 25 TARGET 100 5e-05 0.5 125 1656 0.0 -26 0.0415792506727506 0.03795704787427729 25 TARGET 100 5e-05 0.5 125 1656 0.0 -27 0.0414771656646873 0.03767552672687805 25 TARGET 100 5e-05 0.5 125 1656 0.0 -28 0.041081645943048826 0.03745073063129729 25 TARGET 100 5e-05 0.5 125 1656 0.0 -29 0.04047674214097386 0.03739373589103872 25 TARGET 100 5e-05 0.5 125 1656 0.0 -30 0.04069762828098202 0.03715449052326607 25 TARGET 100 5e-05 0.5 125 1656 0.0 -31 0.0404201380858317 0.037042247357242035 25 TARGET 100 5e-05 0.5 125 1656 0.0 -32 0.040081968524741 0.03696468545857704 25 TARGET 100 5e-05 0.5 125 1656 0.0 -33 0.039933147874695284 0.03674785008258892 25 TARGET 100 5e-05 0.5 125 1656 0.0 -34 0.039593722031574054 0.036701189297618286 25 TARGET 100 5e-05 0.5 125 1656 0.0 -35 0.039297012530693703 0.03655934045937928 25 TARGET 100 5e-05 0.5 125 1656 0.0 -36 0.039338345253708384 0.03637723269110376 25 TARGET 100 5e-05 0.5 125 1656 0.0 -37 0.038990345924641144 0.03630474170274807 25 TARGET 100 5e-05 0.5 125 1656 0.0 -38 0.038668171286281916 0.036210467192259704 25 TARGET 100 5e-05 0.5 125 1656 0.0 -39 0.03867691239774829 0.036138213550051056 25 TARGET 100 5e-05 0.5 125 1656 0.0 -40 0.03839152036642386 0.035973659293218094 25 TARGET 100 5e-05 0.5 125 1656 0.0 -41 0.03805557088393354 0.03588458037737644 25 TARGET 100 5e-05 0.5 125 1656 0.0 -42 0.03827248012603132 0.0356785294910272 25 TARGET 100 5e-05 0.5 125 1656 0.0 -43 0.037928268307136366 0.0355952742199103 25 TARGET 100 5e-05 0.5 125 1656 0.0 -44 0.037564091412632755 0.03548752132690314 25 TARGET 100 5e-05 0.5 125 1656 0.0 -45 0.03739590477511939 0.03531576800301219 25 TARGET 100 5e-05 0.5 125 1656 0.0 -46 0.03758745365196005 0.03527653262470708 25 TARGET 100 5e-05 0.5 125 1656 0.0 -47 0.037256395067982 0.035106593404303894 25 TARGET 100 5e-05 0.5 125 1656 0.0 -48 0.037283493187090365 0.03495801093451904 25 TARGET 100 5e-05 0.5 125 1656 0.0 -49 0.03688496707465111 0.034896034973137306 25 TARGET 100 5e-05 0.5 125 1656 0.0 -50 0.036935192473257834 0.03478464822877537 25 TARGET 100 5e-05 0.5 125 1656 0.0 -51 0.036638280533580266 0.03463431904939088 25 TARGET 100 5e-05 0.5 125 1656 0.0 -52 0.036515403262994905 0.034533332186666404 25 TARGET 100 5e-05 0.5 125 1656 0.0 -53 0.036649653481112585 0.03437104268055974 25 TARGET 100 5e-05 0.5 125 1656 0.0 -54 0.03622334574659666 0.034302700818939644 25 TARGET 100 5e-05 0.5 125 1656 0.0 -55 0.03592318073793092 0.03420725837349892 25 TARGET 100 5e-05 0.5 125 1656 0.0 -56 0.03586758074886871 0.03408784035480383 25 TARGET 100 5e-05 0.5 125 1656 0.0 -57 0.03565545533768055 0.03397188324368361 25 TARGET 100 5e-05 0.5 125 1656 0.0 -58 0.03541911488731301 0.033832892098210075 25 TARGET 100 5e-05 0.5 125 1656 0.0 -59 0.03531059519284301 0.03371188349344514 25 TARGET 100 5e-05 0.5 125 1656 0.0 -60 0.035270061663756465 0.033531869394761146 25 TARGET 100 5e-05 0.5 125 1656 0.0 -61 0.035156663758084426 0.03344377135914384 25 TARGET 100 5e-05 0.5 125 1656 0.0 -62 0.035150022396460326 0.03336126261362524 25 TARGET 100 5e-05 0.5 125 1656 0.0 -63 0.03473069819210956 0.03336210266658754 25 TARGET 100 5e-05 0.5 125 1656 0.0 -64 0.03505892298099669 0.03322560261144782 25 TARGET 100 5e-05 0.5 125 1656 0.0 -65 0.03472906969462581 0.03312307020479983 25 TARGET 100 5e-05 0.5 125 1656 0.0 -66 0.034719854354958744 0.03297038325531916 25 TARGET 100 5e-05 0.5 125 1656 0.0 -67 0.03447257628294354 0.03287123747621522 25 TARGET 100 5e-05 0.5 125 1656 0.0 -68 0.03441490804594675 0.032734334017291214 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0.5 125 1656 0.0 -81 0.03295785714542926 0.0314588321824417 25 TARGET 100 5e-05 0.5 125 1656 0.0 -82 0.032809866310069054 0.03142553147380099 25 TARGET 100 5e-05 0.5 125 1656 0.0 -83 0.0326821703796184 0.031381871325500084 25 TARGET 100 5e-05 0.5 125 1656 0.0 -84 0.03262806559915996 0.03123076305244908 25 TARGET 100 5e-05 0.5 125 1656 0.0 -85 0.03260932030212699 0.031153456025728672 25 TARGET 100 5e-05 0.5 125 1656 0.0 -86 0.032470930860023506 0.031058921027138378 25 TARGET 100 5e-05 0.5 125 1656 0.0 -87 0.03219196963302716 0.03098885593653628 25 TARGET 100 5e-05 0.5 125 1656 0.0 -88 0.03244051206167097 0.03082273951308294 25 TARGET 100 5e-05 0.5 125 1656 0.0 -89 0.03217385206935984 0.03081482465407162 25 TARGET 100 5e-05 0.5 125 1656 0.0 -90 0.03209913544269021 0.03074744919484312 25 TARGET 100 5e-05 0.5 125 1656 0.0 -91 0.03214448570628158 0.030673130133161038 25 TARGET 100 5e-05 0.5 125 1656 0.0 -92 0.031847607736359744 0.030602206306701355 25 TARGET 100 5e-05 0.5 125 1656 0.0 -93 0.031947150534827905 0.030532404639278397 25 TARGET 100 5e-05 0.5 125 1656 0.0 -94 0.03182583099375369 0.030394984663210133 25 TARGET 100 5e-05 0.5 125 1656 0.0 -95 0.03164511825262196 0.030354690004253025 25 TARGET 100 5e-05 0.5 125 1656 0.0 -96 0.0315423869505926 0.030245835836412327 25 TARGET 100 5e-05 0.5 125 1656 0.0 -97 0.0315159534069675 0.030246027660640804 25 TARGET 100 5e-05 0.5 125 1656 0.0 -98 0.03161083271896297 0.03006331484313264 25 TARGET 100 5e-05 0.5 125 1656 0.0 -99 0.03124661975374025 0.02996540159890146 25 TARGET 100 5e-05 0.5 125 1656 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_25bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_25bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index ea4f5540c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_25bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09412698356139941 0.08664829374262781 25 TARGET 100 5e-05 0.0 125 5416 0.0 -1 0.08098552615604417 0.06856849496111725 25 TARGET 100 5e-05 0.0 125 5416 0.0 -2 0.0648577487478754 0.055649139607946076 25 TARGET 100 5e-05 0.0 125 5416 0.0 -3 0.05479350662868633 0.04886055506314292 25 TARGET 100 5e-05 0.0 125 5416 0.0 -4 0.049145565114238045 0.045220288476257614 25 TARGET 100 5e-05 0.0 125 5416 0.0 -5 0.045969946284838 0.043194258246909485 25 TARGET 100 5e-05 0.0 125 5416 0.0 -6 0.04401452564681419 0.04186045858218814 25 TARGET 100 5e-05 0.0 125 5416 0.0 -7 0.04265081430299314 0.04100756172203657 25 TARGET 100 5e-05 0.0 125 5416 0.0 -8 0.04160346016162373 0.0401811691170389 25 TARGET 100 5e-05 0.0 125 5416 0.0 -9 0.04063270952213894 0.03938602396484577 25 TARGET 100 5e-05 0.0 125 5416 0.0 -10 0.039735443432272886 0.038892798238631454 25 TARGET 100 5e-05 0.0 125 5416 0.0 -11 0.038879364666212286 0.03788327561183409 25 TARGET 100 5e-05 0.0 125 5416 0.0 -12 0.03801075813144145 0.03708979752704953 25 TARGET 100 5e-05 0.0 125 5416 0.0 -13 0.03719469931240034 0.036631692426674294 25 TARGET 100 5e-05 0.0 125 5416 0.0 -14 0.036472092392017146 0.03602753432862686 25 TARGET 100 5e-05 0.0 125 5416 0.0 -15 0.03582869438761814 0.03527707775885409 25 TARGET 100 5e-05 0.0 125 5416 0.0 -16 0.03524327769198201 0.03502809273248369 25 TARGET 100 5e-05 0.0 125 5416 0.0 -17 0.03475202512159091 0.03461603103487781 25 TARGET 100 5e-05 0.0 125 5416 0.0 -18 0.03430939977518236 0.034166289380553994 25 TARGET 100 5e-05 0.0 125 5416 0.0 -19 0.033917734107811646 0.0338325234920238 25 TARGET 100 5e-05 0.0 125 5416 0.0 -20 0.03354677651704662 0.03373108646183303 25 TARGET 100 5e-05 0.0 125 5416 0.0 -21 0.033229026366464215 0.0335428739023028 25 TARGET 100 5e-05 0.0 125 5416 0.0 -22 0.03290357057205856 0.03321981949336601 25 TARGET 100 5e-05 0.0 125 5416 0.0 -23 0.03260030501807479 0.032985236100626716 25 TARGET 100 5e-05 0.0 125 5416 0.0 -24 0.03232657038904601 0.03275161592120474 25 TARGET 100 5e-05 0.0 125 5416 0.0 -25 0.03205242083542777 0.03269707747368199 25 TARGET 100 5e-05 0.0 125 5416 0.0 -26 0.03178239783416392 0.03240913386936441 25 TARGET 100 5e-05 0.0 125 5416 0.0 -27 0.031518221917477524 0.03229710222645239 25 TARGET 100 5e-05 0.0 125 5416 0.0 -28 0.03128474502689409 0.03208542705485315 25 TARGET 100 5e-05 0.0 125 5416 0.0 -29 0.031042647707943963 0.03189269645196019 25 TARGET 100 5e-05 0.0 125 5416 0.0 -30 0.030802445050316426 0.03175614503296939 25 TARGET 100 5e-05 0.0 125 5416 0.0 -31 0.03058677348888382 0.03159868680505139 25 TARGET 100 5e-05 0.0 125 5416 0.0 -32 0.030375000873348528 0.03147672655794657 25 TARGET 100 5e-05 0.0 125 5416 0.0 -33 0.03016617356075181 0.03132192127293709 25 TARGET 100 5e-05 0.0 125 5416 0.0 -34 0.029971929878523252 0.031188540696872002 25 TARGET 100 5e-05 0.0 125 5416 0.0 -35 0.029773124321191398 0.031076546363306767 25 TARGET 100 5e-05 0.0 125 5416 0.0 -36 0.02959455031688366 0.030960420061918823 25 TARGET 100 5e-05 0.0 125 5416 0.0 -37 0.029423229032594346 0.030860047674540318 25 TARGET 100 5e-05 0.0 125 5416 0.0 -38 0.029251428938749865 0.030703496639475678 25 TARGET 100 5e-05 0.0 125 5416 0.0 -39 0.029085636631231315 0.030576405425866444 25 TARGET 100 5e-05 0.0 125 5416 0.0 -40 0.028937034870212527 0.030479882110023136 25 TARGET 100 5e-05 0.0 125 5416 0.0 -41 0.028778437170692363 0.030395002527670426 25 TARGET 100 5e-05 0.0 125 5416 0.0 -42 0.02863273528790233 0.030273493859126713 25 TARGET 100 5e-05 0.0 125 5416 0.0 -43 0.028487856920043426 0.03015361712173079 25 TARGET 100 5e-05 0.0 125 5416 0.0 -44 0.028352549697840054 0.030062590528166656 25 TARGET 100 5e-05 0.0 125 5416 0.0 -45 0.028217645986037022 0.029989029252619454 25 TARGET 100 5e-05 0.0 125 5416 0.0 -46 0.02809119924137789 0.0299098076806827 25 TARGET 100 5e-05 0.0 125 5416 0.0 -47 0.027968644252304074 0.029774705089177147 25 TARGET 100 5e-05 0.0 125 5416 0.0 -48 0.027841781046530012 0.02969467718944405 25 TARGET 100 5e-05 0.0 125 5416 0.0 -49 0.02771915054820503 0.029581103276348476 25 TARGET 100 5e-05 0.0 125 5416 0.0 -50 0.027604932498550575 0.029515427057490204 25 TARGET 100 5e-05 0.0 125 5416 0.0 -51 0.02749489595555396 0.029392013608506233 25 TARGET 100 5e-05 0.0 125 5416 0.0 -52 0.02737475878022837 0.029326343259802372 25 TARGET 100 5e-05 0.0 125 5416 0.0 -53 0.027270660280980647 0.029232719941346935 25 TARGET 100 5e-05 0.0 125 5416 0.0 -54 0.027161898439505484 0.029139872922590286 25 TARGET 100 5e-05 0.0 125 5416 0.0 -55 0.02705751427822442 0.02906902027175282 25 TARGET 100 5e-05 0.0 125 5416 0.0 -56 0.0269566186067181 0.028990844970173908 25 TARGET 100 5e-05 0.0 125 5416 0.0 -57 0.02685601873204162 0.028907266953452068 25 TARGET 100 5e-05 0.0 125 5416 0.0 -58 0.02676727319205249 0.02881032093004747 25 TARGET 100 5e-05 0.0 125 5416 0.0 -59 0.02666690295267386 0.02877130520276048 25 TARGET 100 5e-05 0.0 125 5416 0.0 -60 0.026583032347011044 0.02870950210049297 25 TARGET 100 5e-05 0.0 125 5416 0.0 -61 0.026488335216762842 0.028596961108798332 25 TARGET 100 5e-05 0.0 125 5416 0.0 -62 0.026391699653031047 0.028534732589667492 25 TARGET 100 5e-05 0.0 125 5416 0.0 -63 0.02631478397307372 0.028456473327947384 25 TARGET 100 5e-05 0.0 125 5416 0.0 -64 0.026232479641885065 0.028425237474342186 25 TARGET 100 5e-05 0.0 125 5416 0.0 -65 0.026149534388297938 0.028322441221186608 25 TARGET 100 5e-05 0.0 125 5416 0.0 -66 0.02607040906870606 0.028278719774927154 25 TARGET 100 5e-05 0.0 125 5416 0.0 -67 0.025996527998309947 0.02820842047080849 25 TARGET 100 5e-05 0.0 125 5416 0.0 -68 0.025919831624436458 0.028135971391968655 25 TARGET 100 5e-05 0.0 125 5416 0.0 -69 0.02584451589081123 0.028089811432767998 25 TARGET 100 5e-05 0.0 125 5416 0.0 -70 0.025775414672037367 0.02802899129914515 25 TARGET 100 5e-05 0.0 125 5416 0.0 -71 0.02570215908666251 0.027969563633880833 25 TARGET 100 5e-05 0.0 125 5416 0.0 -72 0.025631919898318523 0.02790517345861052 25 TARGET 100 5e-05 0.0 125 5416 0.0 -73 0.025557442047705353 0.027859194712205368 25 TARGET 100 5e-05 0.0 125 5416 0.0 -74 0.025488963344382116 0.0277965675587907 25 TARGET 100 5e-05 0.0 125 5416 0.0 -75 0.025421859765494312 0.027743685341468365 25 TARGET 100 5e-05 0.0 125 5416 0.0 -76 0.02535578516007774 0.027699182882453457 25 TARGET 100 5e-05 0.0 125 5416 0.0 -77 0.025288903747092594 0.027631616897203705 25 TARGET 100 5e-05 0.0 125 5416 0.0 -78 0.0252309973517853 0.027599500887321705 25 TARGET 100 5e-05 0.0 125 5416 0.0 -79 0.025161546736529178 0.027542398367641552 25 TARGET 100 5e-05 0.0 125 5416 0.0 -80 0.02509716775594436 0.02749042512115204 25 TARGET 100 5e-05 0.0 125 5416 0.0 -81 0.02503598130838036 0.027436060407622295 25 TARGET 100 5e-05 0.0 125 5416 0.0 -82 0.024977181947191156 0.027380294815608948 25 TARGET 100 5e-05 0.0 125 5416 0.0 -83 0.024922725691237435 0.02734298747258656 25 TARGET 100 5e-05 0.0 125 5416 0.0 -84 0.02486106946512505 0.027282377676756092 25 TARGET 100 5e-05 0.0 125 5416 0.0 -85 0.024805026426785923 0.027259682813151317 25 TARGET 100 5e-05 0.0 125 5416 0.0 -86 0.024749897097422417 0.027201985263011673 25 TARGET 100 5e-05 0.0 125 5416 0.0 -87 0.02469633971826998 0.027155406829534157 25 TARGET 100 5e-05 0.0 125 5416 0.0 -88 0.02464092341925861 0.0271050405378143 25 TARGET 100 5e-05 0.0 125 5416 0.0 -89 0.024585227265652983 0.0270713394451322 25 TARGET 100 5e-05 0.0 125 5416 0.0 -90 0.0245318363611947 0.027037996149650127 25 TARGET 100 5e-05 0.0 125 5416 0.0 -91 0.02448024203442664 0.026981320711925175 25 TARGET 100 5e-05 0.0 125 5416 0.0 -92 0.024428111667233684 0.02694124722796859 25 TARGET 100 5e-05 0.0 125 5416 0.0 -93 0.02437936536879953 0.02691147741720532 25 TARGET 100 5e-05 0.0 125 5416 0.0 -94 0.024328833583880355 0.026862058026546783 25 TARGET 100 5e-05 0.0 125 5416 0.0 -95 0.024278388208135812 0.02683118646117774 25 TARGET 100 5e-05 0.0 125 5416 0.0 -96 0.024229836628242372 0.0267904129613078 25 TARGET 100 5e-05 0.0 125 5416 0.0 -97 0.024179242096640647 0.026748877413796657 25 TARGET 100 5e-05 0.0 125 5416 0.0 -98 0.024141291695762963 0.026702725667167793 25 TARGET 100 5e-05 0.0 125 5416 0.0 -99 0.024089369314537708 0.02667735835932421 25 TARGET 100 5e-05 0.0 125 5416 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_50bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_50bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index d691db657..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_50bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09581165419584171 0.09227084233002229 50 TARGET 100 5e-05 0.1 125 4623 0.0 -1 0.09235498695461838 0.08646317142428774 50 TARGET 100 5e-05 0.1 125 4623 0.0 -2 0.08534517911849199 0.07739236725099159 50 TARGET 100 5e-05 0.1 125 4623 0.0 -3 0.07619404551958797 0.06806148408037244 50 TARGET 100 5e-05 0.1 125 4623 0.0 -4 0.06779501579626641 0.060442373156547546 50 TARGET 100 5e-05 0.1 125 4623 0.0 -5 0.061251446366410466 0.054756037778023514 50 TARGET 100 5e-05 0.1 125 4623 0.0 -6 0.056443053677126216 0.05061794896468972 50 TARGET 100 5e-05 0.1 125 4623 0.0 -7 0.05290440531441258 0.0474803014235063 50 TARGET 100 5e-05 0.1 125 4623 0.0 -8 0.05029056840874129 0.045244845928567826 50 TARGET 100 5e-05 0.1 125 4623 0.0 -9 0.04834221576901799 0.043535309307502976 50 TARGET 100 5e-05 0.1 125 4623 0.0 -10 0.04689658090773255 0.042266343579147804 50 TARGET 100 5e-05 0.1 125 4623 0.0 -11 0.04560341440166287 0.041275636038996956 50 TARGET 100 5e-05 0.1 125 4623 0.0 -12 0.0446433746930124 0.040395854210311714 50 TARGET 100 5e-05 0.1 125 4623 0.0 -13 0.04385158527479428 0.039670231893207085 50 TARGET 100 5e-05 0.1 125 4623 0.0 -14 0.043094995710685195 0.03896668869437593 50 TARGET 100 5e-05 0.1 125 4623 0.0 -15 0.04235316672509768 0.03833843090317466 50 TARGET 100 5e-05 0.1 125 4623 0.0 -16 0.04172793435879829 0.03773987101334514 50 TARGET 100 5e-05 0.1 125 4623 0.0 -17 0.04114870531390412 0.03721660861011707 50 TARGET 100 5e-05 0.1 125 4623 0.0 -18 0.0406207761880926 0.036657430683121536 50 TARGET 100 5e-05 0.1 125 4623 0.0 -19 0.04005411005130521 0.036200664937496185 50 TARGET 100 5e-05 0.1 125 4623 0.0 -20 0.03962189326633508 0.03576829160253207 50 TARGET 100 5e-05 0.1 125 4623 0.0 -21 0.039119539349669157 0.035384833586938454 50 TARGET 100 5e-05 0.1 125 4623 0.0 -22 0.03868534127469817 0.03500543715375842 50 TARGET 100 5e-05 0.1 125 4623 0.0 -23 0.0382594718199587 0.03468031910332767 50 TARGET 100 5e-05 0.1 125 4623 0.0 -24 0.03806562804513507 0.03435931185429746 50 TARGET 100 5e-05 0.1 125 4623 0.0 -25 0.03763106679826072 0.034143556248057975 50 TARGET 100 5e-05 0.1 125 4623 0.0 -26 0.037471106106584724 0.03385261468815081 50 TARGET 100 5e-05 0.1 125 4623 0.0 -27 0.037166645631244284 0.03365714859330293 50 TARGET 100 5e-05 0.1 125 4623 0.0 -28 0.03689370193967113 0.03345148908821019 50 TARGET 100 5e-05 0.1 125 4623 0.0 -29 0.036729893236348926 0.03324157135053114 50 TARGET 100 5e-05 0.1 125 4623 0.0 -30 0.03640908056788573 0.033054116774689064 50 TARGET 100 5e-05 0.1 125 4623 0.0 -31 0.036337984895164314 0.03293915792848125 50 TARGET 100 5e-05 0.1 125 4623 0.0 -32 0.03619977999917586 0.03275559312014869 50 TARGET 100 5e-05 0.1 125 4623 0.0 -33 0.03600637316202074 0.03257634084333073 50 TARGET 100 5e-05 0.1 125 4623 0.0 -34 0.035793829822179046 0.03250558550159136 50 TARGET 100 5e-05 0.1 125 4623 0.0 -35 0.03565110762914022 0.03234217598131209 50 TARGET 100 5e-05 0.1 125 4623 0.0 -36 0.035443059648528244 0.03220314205144391 50 TARGET 100 5e-05 0.1 125 4623 0.0 -37 0.035234061091736914 0.0320837769770261 50 TARGET 100 5e-05 0.1 125 4623 0.0 -38 0.03519425725545546 0.03196461803533814 50 TARGET 100 5e-05 0.1 125 4623 0.0 -39 0.03508970630590362 0.03181886368177154 50 TARGET 100 5e-05 0.1 125 4623 0.0 -40 0.03497455882454159 0.03171480830871698 50 TARGET 100 5e-05 0.1 125 4623 0.0 -41 0.03472853290161701 0.03156941948514996 50 TARGET 100 5e-05 0.1 125 4623 0.0 -42 0.03461561768444299 0.03151746421600833 50 TARGET 100 5e-05 0.1 125 4623 0.0 -43 0.03445349089324675 0.03135459023443135 50 TARGET 100 5e-05 0.1 125 4623 0.0 -44 0.03445890379649421 0.031221494191523754 50 TARGET 100 5e-05 0.1 125 4623 0.0 -45 0.034304069085454296 0.031169495291330597 50 TARGET 100 5e-05 0.1 125 4623 0.0 -46 0.03423195149159993 0.031006399767868446 50 TARGET 100 5e-05 0.1 125 4623 0.0 -47 0.0340038731016896 0.03089891007226525 50 TARGET 100 5e-05 0.1 125 4623 0.0 -48 0.033895324602070884 0.030809859265432213 50 TARGET 100 5e-05 0.1 125 4623 0.0 -49 0.03386243254648716 0.03068334750379577 50 TARGET 100 5e-05 0.1 125 4623 0.0 -50 0.033663268248089635 0.030601975366924748 50 TARGET 100 5e-05 0.1 125 4623 0.0 -51 0.033538002771660934 0.030478500224875683 50 TARGET 100 5e-05 0.1 125 4623 0.0 -52 0.03342583652598288 0.030402022498575123 50 TARGET 100 5e-05 0.1 125 4623 0.0 -53 0.03328039773084499 0.03025645153089003 50 TARGET 100 5e-05 0.1 125 4623 0.0 -54 0.03308164872705736 0.030146769445502396 50 TARGET 100 5e-05 0.1 125 4623 0.0 -55 0.03308046003960399 0.03005150750730977 50 TARGET 100 5e-05 0.1 125 4623 0.0 -56 0.03298681986954076 0.029932341679479137 50 TARGET 100 5e-05 0.1 125 4623 0.0 -57 0.0327429441164439 0.029849114348039482 50 TARGET 100 5e-05 0.1 125 4623 0.0 -58 0.03266476827237742 0.02974506292605039 50 TARGET 100 5e-05 0.1 125 4623 0.0 -59 0.03259150162088349 0.029628293758088894 50 TARGET 100 5e-05 0.1 125 4623 0.0 -60 0.0325533613963962 0.029523376431880577 50 TARGET 100 5e-05 0.1 125 4623 0.0 -61 0.03239869528296419 0.029454647535175987 50 TARGET 100 5e-05 0.1 125 4623 0.0 -62 0.032298331233588135 0.029328430184360706 50 TARGET 100 5e-05 0.1 125 4623 0.0 -63 0.0321690082010697 0.0292460522191091 50 TARGET 100 5e-05 0.1 125 4623 0.0 -64 0.032027010238331176 0.0291427733433066 50 TARGET 100 5e-05 0.1 125 4623 0.0 -65 0.03191719560410439 0.029041345541675884 50 TARGET 100 5e-05 0.1 125 4623 0.0 -66 0.03181340293300272 0.028977069721528977 50 TARGET 100 5e-05 0.1 125 4623 0.0 -67 0.031711644264132484 0.028875182298096744 50 TARGET 100 5e-05 0.1 125 4623 0.0 -68 0.031685703593974164 0.028769242041038746 50 TARGET 100 5e-05 0.1 125 4623 0.0 -69 0.031487811250166864 0.028698040680451828 50 TARGET 100 5e-05 0.1 125 4623 0.0 -70 0.03132513340449694 0.028585501410292858 50 TARGET 100 5e-05 0.1 125 4623 0.0 -71 0.03129110159195633 0.028496762455412834 50 TARGET 100 5e-05 0.1 125 4623 0.0 -72 0.031058921582169004 0.02840393561531197 50 TARGET 100 5e-05 0.1 125 4623 0.0 -73 0.03105888183946762 0.02830405313182961 50 TARGET 100 5e-05 0.1 125 4623 0.0 -74 0.030848695912244744 0.02823239378631115 50 TARGET 100 5e-05 0.1 125 4623 0.0 -75 0.030832629274539274 0.0281504959884015 50 TARGET 100 5e-05 0.1 125 4623 0.0 -76 0.030719025079349076 0.028067780884377884 50 TARGET 100 5e-05 0.1 125 4623 0.0 -77 0.030683692174678298 0.0279616823024822 50 TARGET 100 5e-05 0.1 125 4623 0.0 -78 0.03067400955566854 0.02792355993931944 50 TARGET 100 5e-05 0.1 125 4623 0.0 -79 0.030417122291745962 0.02779804768435883 50 TARGET 100 5e-05 0.1 125 4623 0.0 -80 0.030419774692166935 0.02773409252139655 50 TARGET 100 5e-05 0.1 125 4623 0.0 -81 0.03037315217608755 0.027667034981828747 50 TARGET 100 5e-05 0.1 125 4623 0.0 -82 0.03013360464587958 0.027592863435998108 50 TARGET 100 5e-05 0.1 125 4623 0.0 -83 0.030118498901024412 0.027505941237464096 50 TARGET 100 5e-05 0.1 125 4623 0.0 -84 0.030058009951353475 0.027433997810338482 50 TARGET 100 5e-05 0.1 125 4623 0.0 -85 0.02997530210349295 0.027349533287413193 50 TARGET 100 5e-05 0.1 125 4623 0.0 -86 0.029795808291144244 0.027289320573662266 50 TARGET 100 5e-05 0.1 125 4623 0.0 -87 0.029677667219179246 0.02720194801010869 50 TARGET 100 5e-05 0.1 125 4623 0.0 -88 0.029846768851332393 0.02715105563402176 50 TARGET 100 5e-05 0.1 125 4623 0.0 -89 0.02964700063571384 0.027068558177261642 50 TARGET 100 5e-05 0.1 125 4623 0.0 -90 0.029575760303824035 0.026995563371614975 50 TARGET 100 5e-05 0.1 125 4623 0.0 -91 0.029366046905216544 0.026965555876041904 50 TARGET 100 5e-05 0.1 125 4623 0.0 -92 0.029367285200491897 0.026850357595266716 50 TARGET 100 5e-05 0.1 125 4623 0.0 -93 0.029375254016632987 0.026805305514823307 50 TARGET 100 5e-05 0.1 125 4623 0.0 -94 0.02925639120416609 0.026733762274185818 50 TARGET 100 5e-05 0.1 125 4623 0.0 -95 0.029101416205215936 0.026669855032003288 50 TARGET 100 5e-05 0.1 125 4623 0.0 -96 0.02906085990419492 0.026627433062954384 50 TARGET 100 5e-05 0.1 125 4623 0.0 -97 0.028960313334408835 0.026561202029838707 50 TARGET 100 5e-05 0.1 125 4623 0.0 -98 0.028892611288261736 0.02650423093952916 50 TARGET 100 5e-05 0.1 125 4623 0.0 -99 0.028776484946108828 0.026451224912748192 50 TARGET 100 5e-05 0.1 125 4623 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_50bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_50bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index dddaa1b32..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_50bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09656987973937282 0.09019439215912964 50 TARGET 100 5e-05 0.5 125 790 0.0 -1 0.09458996282783823 0.08636200066768762 50 TARGET 100 5e-05 0.5 125 790 0.0 -2 0.09061119178629885 0.07979968935251236 50 TARGET 100 5e-05 0.5 125 790 0.0 -3 0.08496368724087673 0.07207018182133183 50 TARGET 100 5e-05 0.5 125 790 0.0 -4 0.07843859711981784 0.06511433919270833 50 TARGET 100 5e-05 0.5 125 790 0.0 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0.04106636435696573 50 TARGET 100 5e-05 0.5 125 790 0.0 -18 0.049692267508117435 0.040621723189498436 50 TARGET 100 5e-05 0.5 125 790 0.0 -19 0.04902844438297981 0.040286662903699005 50 TARGET 100 5e-05 0.5 125 790 0.0 -20 0.04864766318288315 0.039820801240928246 50 TARGET 100 5e-05 0.5 125 790 0.0 -21 0.04835087206427899 0.03940434144301848 50 TARGET 100 5e-05 0.5 125 790 0.0 -22 0.0477455799100977 0.039088935111508225 50 TARGET 100 5e-05 0.5 125 790 0.0 -23 0.04728115212034296 0.03860443559559909 50 TARGET 100 5e-05 0.5 125 790 0.0 -24 0.046891129001824544 0.0382113243368539 50 TARGET 100 5e-05 0.5 125 790 0.0 -25 0.046578050951664694 0.037925680365526314 50 TARGET 100 5e-05 0.5 125 790 0.0 -26 0.04617345180073972 0.03749287455822482 50 TARGET 100 5e-05 0.5 125 790 0.0 -27 0.045796276368075345 0.037164312984907265 50 TARGET 100 5e-05 0.5 125 790 0.0 -28 0.04545136618895161 0.03684218781012477 50 TARGET 100 5e-05 0.5 125 790 0.0 -29 0.04518937877683527 0.03650072713692983 50 TARGET 100 5e-05 0.5 125 790 0.0 -30 0.04466775305544086 0.036240242195851875 50 TARGET 100 5e-05 0.5 125 790 0.0 -31 0.04438113945501822 0.035989014826940766 50 TARGET 100 5e-05 0.5 125 790 0.0 -32 0.0441192437201638 0.03567795771541017 50 TARGET 100 5e-05 0.5 125 790 0.0 -33 0.04404052829852811 0.035407563615025894 50 TARGET 100 5e-05 0.5 125 790 0.0 -34 0.04358384660398117 0.03526925645542867 50 TARGET 100 5e-05 0.5 125 790 0.0 -35 0.04331852876979494 0.035016736975221924 50 TARGET 100 5e-05 0.5 125 790 0.0 -36 0.04333085294574599 0.03483592210845514 50 TARGET 100 5e-05 0.5 125 790 0.0 -37 0.043025985046568946 0.03476634666775212 50 TARGET 100 5e-05 0.5 125 790 0.0 -38 0.042516606097871605 0.03451831548502951 50 TARGET 100 5e-05 0.5 125 790 0.0 -39 0.04242095681101786 0.034383103251457214 50 TARGET 100 5e-05 0.5 125 790 0.0 -40 0.04235230502907676 0.03426543781251618 50 TARGET 100 5e-05 0.5 125 790 0.0 -41 0.04222673148870067 0.0341919521716508 50 TARGET 100 5e-05 0.5 125 790 0.0 -42 0.04182457471084514 0.03401404540195609 50 TARGET 100 5e-05 0.5 125 790 0.0 -43 0.04188824244320192 0.033888829589793175 50 TARGET 100 5e-05 0.5 125 790 0.0 -44 0.04171946069056338 0.03376839411529628 50 TARGET 100 5e-05 0.5 125 790 0.0 -45 0.04147117221194887 0.03371967341412197 50 TARGET 100 5e-05 0.5 125 790 0.0 -46 0.04129420696234061 0.03359699328288888 50 TARGET 100 5e-05 0.5 125 790 0.0 -47 0.041159682791140746 0.03349999598029888 50 TARGET 100 5e-05 0.5 125 790 0.0 -48 0.04099689482990339 0.03336625343019312 50 TARGET 100 5e-05 0.5 125 790 0.0 -49 0.04093288390674575 0.033309159405303726 50 TARGET 100 5e-05 0.5 125 790 0.0 -50 0.040571052317667486 0.03322947149475416 50 TARGET 100 5e-05 0.5 125 790 0.0 -51 0.04069455792054986 0.03307021860823487 50 TARGET 100 5e-05 0.5 125 790 0.0 -52 0.04039656579093098 0.033006014810367065 50 TARGET 100 5e-05 0.5 125 790 0.0 -53 0.04007711432096533 0.03293204115647258 50 TARGET 100 5e-05 0.5 125 790 0.0 -54 0.03995187615706062 0.03287165521672278 50 TARGET 100 5e-05 0.5 125 790 0.0 -55 0.03990637978871262 0.03273544550845117 50 TARGET 100 5e-05 0.5 125 790 0.0 -56 0.039851161654449074 0.03269298476251689 50 TARGET 100 5e-05 0.5 125 790 0.0 -57 0.03937517053852178 0.03262029035073338 50 TARGET 100 5e-05 0.5 125 790 0.0 -58 0.03933860094408796 0.03250440593921777 50 TARGET 100 5e-05 0.5 125 790 0.0 -59 0.039051284618449936 0.03253899695295276 50 TARGET 100 5e-05 0.5 125 790 0.0 -60 0.039031458259732636 0.03237390439167167 50 TARGET 100 5e-05 0.5 125 790 0.0 -61 0.03907958982568799 0.032349767445614845 50 TARGET 100 5e-05 0.5 125 790 0.0 -62 0.03888507660240035 0.032256629543774056 50 TARGET 100 5e-05 0.5 125 790 0.0 -63 0.03874621117606709 0.03220085652940201 50 TARGET 100 5e-05 0.5 125 790 0.0 -64 0.03850383418126138 0.03210692796291727 50 TARGET 100 5e-05 0.5 125 790 0.0 -65 0.03845214798594966 0.03200146093061476 50 TARGET 100 5e-05 0.5 125 790 0.0 -66 0.03830301647485306 0.031922042934280456 50 TARGET 100 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0.03688410624410167 0.03109751224066272 50 TARGET 100 5e-05 0.5 125 790 0.0 -80 0.036607569817340736 0.03093908682014003 50 TARGET 100 5e-05 0.5 125 790 0.0 -81 0.03659959008246159 0.030880629790551735 50 TARGET 100 5e-05 0.5 125 790 0.0 -82 0.03659629449248314 0.030878512245236023 50 TARGET 100 5e-05 0.5 125 790 0.0 -83 0.03629992002941141 0.03081005902001352 50 TARGET 100 5e-05 0.5 125 790 0.0 -84 0.03643934307024134 0.030714616292353832 50 TARGET 100 5e-05 0.5 125 790 0.0 -85 0.03615579829372541 0.030668036730000466 50 TARGET 100 5e-05 0.5 125 790 0.0 -86 0.03608108646791391 0.030611975513624424 50 TARGET 100 5e-05 0.5 125 790 0.0 -87 0.03612434820143462 0.03057271016366554 50 TARGET 100 5e-05 0.5 125 790 0.0 -88 0.035911215099220725 0.03046849776398052 50 TARGET 100 5e-05 0.5 125 790 0.0 -89 0.03573687510056929 0.030401575407295517 50 TARGET 100 5e-05 0.5 125 790 0.0 -90 0.03573039700888624 0.030380986179366257 50 TARGET 100 5e-05 0.5 125 790 0.0 -91 0.03550001163574983 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.00005lr_50bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09491084493470914 0.09923068885550354 50 TARGET 100 5e-05 0.0 125 842 0.0 -1 0.09100010903295042 0.09315875917673111 50 TARGET 100 5e-05 0.0 125 842 0.0 -2 0.08343203684396615 0.08389502583128033 50 TARGET 100 5e-05 0.0 125 842 0.0 -3 0.07406769873517932 0.07412137497555125 50 TARGET 100 5e-05 0.0 125 842 0.0 -4 0.06547150178890838 0.0659974551562107 50 TARGET 100 5e-05 0.0 125 842 0.0 -5 0.05882706483104815 0.05982863609537934 50 TARGET 100 5e-05 0.0 125 842 0.0 -6 0.054040545528685605 0.05531330993681243 50 TARGET 100 5e-05 0.0 125 842 0.0 -7 0.050514946117846654 0.05197361924431541 50 TARGET 100 5e-05 0.0 125 842 0.0 -8 0.047997692367845915 0.04948424728530826 50 TARGET 100 5e-05 0.0 125 842 0.0 -9 0.0461276013792966 0.04768595223625501 50 TARGET 100 5e-05 0.0 125 842 0.0 -10 0.04474849050695246 0.046272446486082947 50 TARGET 100 5e-05 0.0 125 842 0.0 -11 0.04366302342226208 0.045096988253521195 50 TARGET 100 5e-05 0.0 125 842 0.0 -12 0.042761205999738844 0.04409432027376059 50 TARGET 100 5e-05 0.0 125 842 0.0 -13 0.04197433430337745 0.04318102900729035 50 TARGET 100 5e-05 0.0 125 842 0.0 -14 0.04125200254648222 0.042421498194788444 50 TARGET 100 5e-05 0.0 125 842 0.0 -15 0.040578953783821176 0.04158043658191508 50 TARGET 100 5e-05 0.0 125 842 0.0 -16 0.03992187328360699 0.04096115922385996 50 TARGET 100 5e-05 0.0 125 842 0.0 -17 0.039307281149156166 0.04024355102217558 50 TARGET 100 5e-05 0.0 125 842 0.0 -18 0.0387286732368397 0.039621397852897644 50 TARGET 100 5e-05 0.0 125 842 0.0 -19 0.03818945842559891 0.039083293893120506 50 TARGET 100 5e-05 0.0 125 842 0.0 -20 0.03768066967828105 0.038485392928123474 50 TARGET 100 5e-05 0.0 125 842 0.0 -21 0.0372221814562576 0.03801792543945891 50 TARGET 100 5e-05 0.0 125 842 0.0 -22 0.0367872486461694 0.037542027618848915 50 TARGET 100 5e-05 0.0 125 842 0.0 -23 0.03639457141510164 0.03712426679152431 50 TARGET 100 5e-05 0.0 125 842 0.0 -24 0.03603550744076771 0.03672280704433268 50 TARGET 100 5e-05 0.0 125 842 0.0 -25 0.035696177257331534 0.03645925494757565 50 TARGET 100 5e-05 0.0 125 842 0.0 -26 0.03539427504043788 0.03604605116627433 50 TARGET 100 5e-05 0.0 125 842 0.0 -27 0.0351026955904182 0.03577857464551926 50 TARGET 100 5e-05 0.0 125 842 0.0 -28 0.034833719458443546 0.035544117856206314 50 TARGET 100 5e-05 0.0 125 842 0.0 -29 0.034572624962036856 0.035231851492867325 50 TARGET 100 5e-05 0.0 125 842 0.0 -30 0.03434705953129413 0.03496270615494612 50 TARGET 100 5e-05 0.0 125 842 0.0 -31 0.03411049401444016 0.034862608733502304 50 TARGET 100 5e-05 0.0 125 842 0.0 -32 0.03387994173700962 0.03451088025714412 50 TARGET 100 5e-05 0.0 125 842 0.0 -33 0.033655669765942024 0.034351215782490646 50 TARGET 100 5e-05 0.0 125 842 0.0 -34 0.03344247813151541 0.034157975605039886 50 TARGET 100 5e-05 0.0 125 842 0.0 -35 0.03324024042472093 0.03390464197957155 50 TARGET 100 5e-05 0.0 125 842 0.0 -36 0.03304385177490085 0.033776392990892586 50 TARGET 100 5e-05 0.0 125 842 0.0 -37 0.03284680551099858 0.03355562901406577 50 TARGET 100 5e-05 0.0 125 842 0.0 -38 0.03265096755190329 0.03337712913300052 50 TARGET 100 5e-05 0.0 125 842 0.0 -39 0.03246954083442688 0.03320497477596456 50 TARGET 100 5e-05 0.0 125 842 0.0 -40 0.03228938225844894 0.03301084662477175 50 TARGET 100 5e-05 0.0 125 842 0.0 -41 0.032112095410926175 0.032873884746522614 50 TARGET 100 5e-05 0.0 125 842 0.0 -42 0.03192840309606658 0.03268665018858331 50 TARGET 100 5e-05 0.0 125 842 0.0 -43 0.03176287975576189 0.03255774780656352 50 TARGET 100 5e-05 0.0 125 842 0.0 -44 0.03159319224331515 0.032380337290691605 50 TARGET 100 5e-05 0.0 125 842 0.0 -45 0.031430978817169115 0.03226056198279063 50 TARGET 100 5e-05 0.0 125 842 0.0 -46 0.03126357208548571 0.03205969049171968 50 TARGET 100 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0.02943247499615456 0.030433474673014698 50 TARGET 100 5e-05 0.0 125 842 0.0 -60 0.029317106518530686 0.030294310132210903 50 TARGET 100 5e-05 0.0 125 842 0.0 -61 0.029197835918478292 0.030216160145672886 50 TARGET 100 5e-05 0.0 125 842 0.0 -62 0.029086420569656674 0.030120659337350815 50 TARGET 100 5e-05 0.0 125 842 0.0 -63 0.028977189752389283 0.0300106539983641 50 TARGET 100 5e-05 0.0 125 842 0.0 -64 0.028861891334054847 0.029922863976521927 50 TARGET 100 5e-05 0.0 125 842 0.0 -65 0.028754405602060183 0.029799030021284565 50 TARGET 100 5e-05 0.0 125 842 0.0 -66 0.028649662041202537 0.029727274269768685 50 TARGET 100 5e-05 0.0 125 842 0.0 -67 0.028548210627252005 0.029649143587007667 50 TARGET 100 5e-05 0.0 125 842 0.0 -68 0.028448090220641608 0.029576297736529148 50 TARGET 100 5e-05 0.0 125 842 0.0 -69 0.02834891102054103 0.029459409585053272 50 TARGET 100 5e-05 0.0 125 842 0.0 -70 0.028247861417405533 0.02938352209148985 50 TARGET 100 5e-05 0.0 125 842 0.0 -71 0.028156991176282117 0.029304341328415005 50 TARGET 100 5e-05 0.0 125 842 0.0 -72 0.028067793214210757 0.029246046631173653 50 TARGET 100 5e-05 0.0 125 842 0.0 -73 0.02797446696570626 0.029140079619758057 50 TARGET 100 5e-05 0.0 125 842 0.0 -74 0.027885860986129603 0.02909360295443824 50 TARGET 100 5e-05 0.0 125 842 0.0 -75 0.027798905736619375 0.029018898353432163 50 TARGET 100 5e-05 0.0 125 842 0.0 -76 0.027719108481900862 0.028929499344843807 50 TARGET 100 5e-05 0.0 125 842 0.0 -77 0.027632408521392128 0.028877914121205158 50 TARGET 100 5e-05 0.0 125 842 0.0 -78 0.02755046236996699 0.028802871026776054 50 TARGET 100 5e-05 0.0 125 842 0.0 -79 0.027471929368396802 0.028747642130562752 50 TARGET 100 5e-05 0.0 125 842 0.0 -80 0.027392581218119823 0.028679560136162872 50 TARGET 100 5e-05 0.0 125 842 0.0 -81 0.027316606644327793 0.02862175576614611 50 TARGET 100 5e-05 0.0 125 842 0.0 -82 0.027241578890067158 0.028547571407574596 50 TARGET 100 5e-05 0.0 125 842 0.0 -83 0.027166758504028273 0.028494808145544746 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842 0.0 -96 0.02631420935645248 0.027798096903345802 50 TARGET 100 5e-05 0.0 125 842 0.0 -97 0.026254387296460294 0.027759502387859604 50 TARGET 100 5e-05 0.0 125 842 0.0 -98 0.026195597173238442 0.027714562969225826 50 TARGET 100 5e-05 0.0 125 842 0.0 -99 0.02613999749775286 0.02767211413293174 50 TARGET 100 5e-05 0.0 125 842 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.0005lr_10bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.0005lr_10bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 0dd11c366..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.0005lr_10bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.0533749319061085 0.03615033163717299 10 TARGET 100 0.0005 0.1 125 8556 0.0 -1 0.036985016562772116 0.03071531958200715 10 TARGET 100 0.0005 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0.0 -14 0.02363534422233851 0.02225234161949519 10 TARGET 100 0.0005 0.1 125 8556 0.0 -15 0.02337345268313933 0.02227685544075388 10 TARGET 100 0.0005 0.1 125 8556 0.0 -16 0.02320367424601457 0.021992859628164406 10 TARGET 100 0.0005 0.1 125 8556 0.0 -17 0.022920045669281523 0.02198717872979063 10 TARGET 100 0.0005 0.1 125 8556 0.0 -18 0.022741528936608472 0.02187197915080822 10 TARGET 100 0.0005 0.1 125 8556 0.0 -19 0.022582303362613174 0.021846471693028103 10 TARGET 100 0.0005 0.1 125 8556 0.0 -20 0.022366155258784392 0.021420084109360523 10 TARGET 100 0.0005 0.1 125 8556 0.0 -21 0.02215686241033101 0.021599880730112393 10 TARGET 100 0.0005 0.1 125 8556 0.0 -22 0.02194269927789266 0.021426605004252808 10 TARGET 100 0.0005 0.1 125 8556 0.0 -23 0.02168383747213818 0.021807683913996727 10 TARGET 100 0.0005 0.1 125 8556 0.0 -24 0.021618977803674208 0.021442202907620056 10 TARGET 100 0.0005 0.1 125 8556 0.0 -25 0.021432287790357867 0.021231228937253807 10 TARGET 100 0.0005 0.1 125 8556 0.0 -26 0.021438511972776568 0.021402011653690628 10 TARGET 100 0.0005 0.1 125 8556 0.0 -27 0.021322792577823806 0.021203113042495468 10 TARGET 100 0.0005 0.1 125 8556 0.0 -28 0.02115498561575156 0.0211263917612307 10 TARGET 100 0.0005 0.1 125 8556 0.0 -29 0.021038553172640927 0.021294504855618332 10 TARGET 100 0.0005 0.1 125 8556 0.0 -30 0.020830502746131282 0.021019818656372303 10 TARGET 100 0.0005 0.1 125 8556 0.0 -31 0.021006910512945065 0.020958552419236214 10 TARGET 100 0.0005 0.1 125 8556 0.0 -32 0.020629457194947635 0.020947679143511887 10 TARGET 100 0.0005 0.1 125 8556 0.0 -33 0.020592065333617657 0.02106305081961733 10 TARGET 100 0.0005 0.1 125 8556 0.0 -34 0.020536967305472803 0.020849832079627297 10 TARGET 100 0.0005 0.1 125 8556 0.0 -35 0.020377340911564602 0.02103630058241613 10 TARGET 100 0.0005 0.1 125 8556 0.0 -36 0.020465368680931902 0.020857701190944874 10 TARGET 100 0.0005 0.1 125 8556 0.0 -37 0.020290535514051664 0.020910338413986294 10 TARGET 100 0.0005 0.1 125 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.0005lr_10bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.0005lr_10bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index e6b763088..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.0005lr_10bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.05306253627394185 0.03910034319216555 10 TARGET 100 0.0005 0.0 125 7992 0.0 -1 0.035128716780782145 0.03318777815862135 10 TARGET 100 0.0005 0.0 125 7992 0.0 -2 0.031668087248047594 0.03102243093378616 10 TARGET 100 0.0005 0.0 125 7992 0.0 -3 0.02977943705137731 0.029557984096534325 10 TARGET 100 0.0005 0.0 125 7992 0.0 -4 0.028139805634465283 0.0280721675830357 10 TARGET 100 0.0005 0.0 125 7992 0.0 -5 0.02673402402913731 0.027129688328414253 10 TARGET 100 0.0005 0.0 125 7992 0.0 -6 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0.026986528526652943 25 TARGET 100 0.0005 0.1 125 5107 0.0 -20 0.024366525801444293 0.02670182716665846 25 TARGET 100 0.0005 0.1 125 5107 0.0 -21 0.024018880845320344 0.026679463430561802 25 TARGET 100 0.0005 0.1 125 5107 0.0 -22 0.02372290596039809 0.02657797108545448 25 TARGET 100 0.0005 0.1 125 5107 0.0 -23 0.02365612013811114 0.026327482706895382 25 TARGET 100 0.0005 0.1 125 5107 0.0 -24 0.02331072301839036 0.026179537939077072 25 TARGET 100 0.0005 0.1 125 5107 0.0 -25 0.023148090490814212 0.02605431673653198 25 TARGET 100 0.0005 0.1 125 5107 0.0 -26 0.023009976679427856 0.02593202826877435 25 TARGET 100 0.0005 0.1 125 5107 0.0 -27 0.02284076403801389 0.02583432558811072 25 TARGET 100 0.0005 0.1 125 5107 0.0 -28 0.022605876225087577 0.02578113197038571 25 TARGET 100 0.0005 0.1 125 5107 0.0 -29 0.022473346476477606 0.025686886584894222 25 TARGET 100 0.0005 0.1 125 5107 0.0 -30 0.022300295726167232 0.02563859209079634 25 TARGET 100 0.0005 0.1 125 5107 0.0 -31 0.02213587334711945 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0.020743778097734908 0.024833653009299076 25 TARGET 100 0.0005 0.1 125 5107 0.0 -44 0.020616993198315503 0.024825442695256435 25 TARGET 100 0.0005 0.1 125 5107 0.0 -45 0.02072876010729809 0.02481372216998628 25 TARGET 100 0.0005 0.1 125 5107 0.0 -46 0.02054818657850878 0.02472967327092633 25 TARGET 100 0.0005 0.1 125 5107 0.0 -47 0.02041161829223135 0.024792396971447903 25 TARGET 100 0.0005 0.1 125 5107 0.0 -48 0.020358568737879144 0.02475017024147691 25 TARGET 100 0.0005 0.1 125 5107 0.0 -49 0.020268791421043753 0.02468121661381288 25 TARGET 100 0.0005 0.1 125 5107 0.0 -50 0.020283889072486246 0.024707889861681244 25 TARGET 100 0.0005 0.1 125 5107 0.0 -51 0.020122438791499594 0.02466806721393809 25 TARGET 100 0.0005 0.1 125 5107 0.0 -52 0.020065396262163467 0.024646009713637108 25 TARGET 100 0.0005 0.1 125 5107 0.0 -53 0.019903584888286464 0.02462091034447605 25 TARGET 100 0.0005 0.1 125 5107 0.0 -54 0.019821582791655756 0.02455975397518187 25 TARGET 100 0.0005 0.1 125 5107 0.0 -55 0.019865547880680873 0.02451547822265914 25 TARGET 100 0.0005 0.1 125 5107 0.0 -56 0.019746818215984487 0.02451733417921897 25 TARGET 100 0.0005 0.1 125 5107 0.0 -57 0.01980722276964272 0.024463802124514725 25 TARGET 100 0.0005 0.1 125 5107 0.0 -58 0.01971386332278099 0.024530317069906177 25 TARGET 100 0.0005 0.1 125 5107 0.0 -59 0.01958574516767705 0.02450145162980665 25 TARGET 100 0.0005 0.1 125 5107 0.0 -60 0.01962213851636909 0.024516306958641067 25 TARGET 100 0.0005 0.1 125 5107 0.0 -61 0.01938766054495517 0.02441059092454838 25 TARGET 100 0.0005 0.1 125 5107 0.0 -62 0.01936029421748838 0.024465833649490818 25 TARGET 100 0.0005 0.1 125 5107 0.0 -63 0.019396348019139937 0.02430186683142727 25 TARGET 100 0.0005 0.1 125 5107 0.0 -64 0.019153286210615628 0.024407084410389263 25 TARGET 100 0.0005 0.1 125 5107 0.0 -65 0.01942872520699244 0.02439097473115632 25 TARGET 100 0.0005 0.1 125 5107 0.0 -66 0.019218075133057354 0.024395544674586166 25 TARGET 100 0.0005 0.1 125 5107 0.0 -67 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0.018690890952417948 0.024239306648572285 25 TARGET 100 0.0005 0.1 125 5107 0.0 -80 0.018829631722635694 0.024177306726800674 25 TARGET 100 0.0005 0.1 125 5107 0.0 -81 0.018634229826330135 0.024210689307162254 25 TARGET 100 0.0005 0.1 125 5107 0.0 -82 0.018759610614290944 0.024207016142706077 25 TARGET 100 0.0005 0.1 125 5107 0.0 -83 0.01837559536676415 0.02422653395456798 25 TARGET 100 0.0005 0.1 125 5107 0.0 -84 0.018712931767306745 0.024220535221199196 25 TARGET 100 0.0005 0.1 125 5107 0.0 -85 0.01848117459364712 0.02423601168574709 25 TARGET 100 0.0005 0.1 125 5107 0.0 -86 0.018526710271960758 0.02430949348843459 25 TARGET 100 0.0005 0.1 125 5107 0.0 -87 0.018628395805354872 0.024192981704166443 25 TARGET 100 0.0005 0.1 125 5107 0.0 -88 0.018534338760255564 0.024126313005884487 25 TARGET 100 0.0005 0.1 125 5107 0.0 -89 0.018588731664323847 0.02413323527258454 25 TARGET 100 0.0005 0.1 125 5107 0.0 -90 0.018432077660103036 0.024177661955808148 25 TARGET 100 0.0005 0.1 125 5107 0.0 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100644 index 7904dd988..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.0005lr_25bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08039135475853075 0.05424244351910822 25 TARGET 100 0.0005 0.5 125 6199 0.0 -1 0.05396992856831061 0.043196132971030296 25 TARGET 100 0.0005 0.5 125 6199 0.0 -2 0.04882531106998824 0.04087322476235303 25 TARGET 100 0.0005 0.5 125 6199 0.0 -3 0.04520484007995337 0.03767119709289435 25 TARGET 100 0.0005 0.5 125 6199 0.0 -4 0.04254283931620595 0.03570373525673693 25 TARGET 100 0.0005 0.5 125 6199 0.0 -5 0.040735713823977546 0.03484269700041323 25 TARGET 100 0.0005 0.5 125 6199 0.0 -6 0.03939847582292677 0.03424102717051 25 TARGET 100 0.0005 0.5 125 6199 0.0 -7 0.03831054633389218 0.033425405621528625 25 TARGET 100 0.0005 0.5 125 6199 0.0 -8 0.037396540859030554 0.032450524299885285 25 TARGET 100 0.0005 0.5 125 6199 0.0 -9 0.036541118352401133 0.032237190414558754 25 TARGET 100 0.0005 0.5 125 6199 0.0 -10 0.036061417800609515 0.03173944704008825 25 TARGET 100 0.0005 0.5 125 6199 0.0 -11 0.035318690806827965 0.03118726478494478 25 TARGET 100 0.0005 0.5 125 6199 0.0 -12 0.03484922387207598 0.031062424775551666 25 TARGET 100 0.0005 0.5 125 6199 0.0 -13 0.03406493291133381 0.030258668163283306 25 TARGET 100 0.0005 0.5 125 6199 0.0 -14 0.03343549027712859 0.030139327416140022 25 TARGET 100 0.0005 0.5 125 6199 0.0 -15 0.033246730466809135 0.029724710818493004 25 TARGET 100 0.0005 0.5 125 6199 0.0 -16 0.03280875772890017 0.02965797156547055 25 TARGET 100 0.0005 0.5 125 6199 0.0 -17 0.03252957414785519 0.029514434436957043 25 TARGET 100 0.0005 0.5 125 6199 0.0 -18 0.03223728108523972 0.02903876445171508 25 TARGET 100 0.0005 0.5 125 6199 0.0 -19 0.0318486340695158 0.028756048502118298 25 TARGET 100 0.0005 0.5 125 6199 0.0 -20 0.03145236450463834 0.02837620760229501 25 TARGET 100 0.0005 0.5 125 6199 0.0 -21 0.03147652184885459 0.028452018473410244 25 TARGET 100 0.0005 0.5 125 6199 0.0 -22 0.03146011051831623 0.02810882805197528 25 TARGET 100 0.0005 0.5 125 6199 0.0 -23 0.03103208763255214 0.027760691912562557 25 TARGET 100 0.0005 0.5 125 6199 0.0 -24 0.030631046503882618 0.02767187159395579 25 TARGET 100 0.0005 0.5 125 6199 0.0 -25 0.030350679936207305 0.027670450508594513 25 TARGET 100 0.0005 0.5 125 6199 0.0 -26 0.030335955698080737 0.027352424056241005 25 TARGET 100 0.0005 0.5 125 6199 0.0 -27 0.029961858142280216 0.027195950857166088 25 TARGET 100 0.0005 0.5 125 6199 0.0 -28 0.029926407034900855 0.02721605653112585 25 TARGET 100 0.0005 0.5 125 6199 0.0 -29 0.02927336166691198 0.02689775824546814 25 TARGET 100 0.0005 0.5 125 6199 0.0 -30 0.029374605298719624 0.026751666612020046 25 TARGET 100 0.0005 0.5 125 6199 0.0 -31 0.029487009273108208 0.02682024844442353 25 TARGET 100 0.0005 0.5 125 6199 0.0 -32 0.029161203451931277 0.026758144129857872 25 TARGET 100 0.0005 0.5 125 6199 0.0 -33 0.029281870048079226 0.026431060593688126 25 TARGET 100 0.0005 0.5 125 6199 0.0 -34 0.028950141871391923 0.026429401315522915 25 TARGET 100 0.0005 0.5 125 6199 0.0 -35 0.02865560182843746 0.026427226197538956 25 TARGET 100 0.0005 0.5 125 6199 0.0 -36 0.02878489039261333 0.02614414110553987 25 TARGET 100 0.0005 0.5 125 6199 0.0 -37 0.02853906045507903 0.026122424102416546 25 TARGET 100 0.0005 0.5 125 6199 0.0 -38 0.028269856638253137 0.02627975581157388 25 TARGET 100 0.0005 0.5 125 6199 0.0 -39 0.028610365173657133 0.02613345914604989 25 TARGET 100 0.0005 0.5 125 6199 0.0 -40 0.027958290177939916 0.026071209460496902 25 TARGET 100 0.0005 0.5 125 6199 0.0 -41 0.02835084161774478 0.026055418773356712 25 TARGET 100 0.0005 0.5 125 6199 0.0 -42 0.027936627890801792 0.02597302139144052 25 TARGET 100 0.0005 0.5 125 6199 0.0 -43 0.028528740544888107 0.02603653428906744 25 TARGET 100 0.0005 0.5 125 6199 0.0 -44 0.027684717326227463 0.026059154308203495 25 TARGET 100 0.0005 0.5 125 6199 0.0 -45 0.028259637100803932 0.025943634890471443 25 TARGET 100 0.0005 0.5 125 6199 0.0 -46 0.02796936533743083 0.025899908279604984 25 TARGET 100 0.0005 0.5 125 6199 0.0 -47 0.027636078521860168 0.026010659607973965 25 TARGET 100 0.0005 0.5 125 6199 0.0 -48 0.027763892529588757 0.025856135102609795 25 TARGET 100 0.0005 0.5 125 6199 0.0 -49 0.027939733189941456 0.02601927671242844 25 TARGET 100 0.0005 0.5 125 6199 0.0 -50 0.02753239706384413 0.025831153842084335 25 TARGET 100 0.0005 0.5 125 6199 0.0 -51 0.027964201395208586 0.025802515785802494 25 TARGET 100 0.0005 0.5 125 6199 0.0 -52 0.027437536811035893 0.02571535183850563 25 TARGET 100 0.0005 0.5 125 6199 0.0 -53 0.02781273315814308 0.025724320051570732 25 TARGET 100 0.0005 0.5 125 6199 0.0 -54 0.027292205535050997 0.02578097739906022 25 TARGET 100 0.0005 0.5 125 6199 0.0 -55 0.02745663407587945 0.0257760024714199 25 TARGET 100 0.0005 0.5 125 6199 0.0 -56 0.02760649552437091 0.025813614893140213 25 TARGET 100 0.0005 0.5 125 6199 0.0 -57 0.027462408852823052 0.025897323492575775 25 TARGET 100 0.0005 0.5 125 6199 0.0 -58 0.02767043498028007 0.02570479659532959 25 TARGET 100 0.0005 0.5 125 6199 0.0 -59 0.027791963410422657 0.02559744891230807 25 TARGET 100 0.0005 0.5 125 6199 0.0 -60 0.027365631285916875 0.025646273582947975 25 TARGET 100 0.0005 0.5 125 6199 0.0 -61 0.02733503434154823 0.025593424723906952 25 TARGET 100 0.0005 0.5 125 6199 0.0 -62 0.027188293115307988 0.025503596375611694 25 TARGET 100 0.0005 0.5 125 6199 0.0 -63 0.026755092521307845 0.025716098138328754 25 TARGET 100 0.0005 0.5 125 6199 0.0 -64 0.027554951134680296 0.02563639913657398 25 TARGET 100 0.0005 0.5 125 6199 0.0 -65 0.027563722324416493 0.025657163594256748 25 TARGET 100 0.0005 0.5 125 6199 0.0 -66 0.027065385948327254 0.02557728792343176 25 TARGET 100 0.0005 0.5 125 6199 0.0 -67 0.02739595414236539 0.025488650680265644 25 TARGET 100 0.0005 0.5 125 6199 0.0 -68 0.02730994011817958 0.02543607196121505 25 TARGET 100 0.0005 0.5 125 6199 0.0 -69 0.02689469492483119 0.02565797415533752 25 TARGET 100 0.0005 0.5 125 6199 0.0 -70 0.02755586019017881 0.025687613298721386 25 TARGET 100 0.0005 0.5 125 6199 0.0 -71 0.027046525995137315 0.02567006280702172 25 TARGET 100 0.0005 0.5 125 6199 0.0 -72 0.027178717403976805 0.02559137313316266 25 TARGET 100 0.0005 0.5 125 6199 0.0 -73 0.027123567297026165 0.025536636059934444 25 TARGET 100 0.0005 0.5 125 6199 0.0 -74 0.027004080457669315 0.02552630551949595 25 TARGET 100 0.0005 0.5 125 6199 0.0 -75 0.02678085722167183 0.025595131809964325 25 TARGET 100 0.0005 0.5 125 6199 0.0 -76 0.02671458014923615 0.025441045308429184 25 TARGET 100 0.0005 0.5 125 6199 0.0 -77 0.026826075450689706 0.025576357814398678 25 TARGET 100 0.0005 0.5 125 6199 0.0 -78 0.02691734946561783 0.025488763342075275 25 TARGET 100 0.0005 0.5 125 6199 0.0 -79 0.026965924999629607 0.02560741702715556 25 TARGET 100 0.0005 0.5 125 6199 0.0 -80 0.026901230720884673 0.02546352418986234 25 TARGET 100 0.0005 0.5 125 6199 0.0 -81 0.027179617651107938 0.02542429823767055 25 TARGET 100 0.0005 0.5 125 6199 0.0 -82 0.027202256302967014 0.02556475991326751 25 TARGET 100 0.0005 0.5 125 6199 0.0 -83 0.027095761263009274 0.02546377985202002 25 TARGET 100 0.0005 0.5 125 6199 0.0 -84 0.026907082368001996 0.025283858123602287 25 TARGET 100 0.0005 0.5 125 6199 0.0 -85 0.02701785200297431 0.025276211231495396 25 TARGET 100 0.0005 0.5 125 6199 0.0 -86 0.026752661082655293 0.025568606473053947 25 TARGET 100 0.0005 0.5 125 6199 0.0 -87 0.027056145259125867 0.02524817046342474 25 TARGET 100 0.0005 0.5 125 6199 0.0 -88 0.026445151523056657 0.025449382818558 25 TARGET 100 0.0005 0.5 125 6199 0.0 -89 0.02721315879462544 0.025369634880035213 25 TARGET 100 0.0005 0.5 125 6199 0.0 -90 0.026534794243397535 0.02546789920465513 25 TARGET 100 0.0005 0.5 125 6199 0.0 -91 0.02679434814098407 0.025307846537819416 25 TARGET 100 0.0005 0.5 125 6199 0.0 -92 0.02707621446725997 0.025358058681542225 25 TARGET 100 0.0005 0.5 125 6199 0.0 -93 0.026643197832986562 0.02530918326793295 25 TARGET 100 0.0005 0.5 125 6199 0.0 -94 0.02684141767308467 0.025244437186329655 25 TARGET 100 0.0005 0.5 125 6199 0.0 -95 0.026895475937586642 0.025521694767204197 25 TARGET 100 0.0005 0.5 125 6199 0.0 -96 0.027150336050927038 0.025500666773454708 25 TARGET 100 0.0005 0.5 125 6199 0.0 -97 0.026979703355818885 0.025327567688443443 25 TARGET 100 0.0005 0.5 125 6199 0.0 -98 0.02757800363869679 0.02537080267387809 25 TARGET 100 0.0005 0.5 125 6199 0.0 -99 0.02698056182827211 0.02559421547321659 25 TARGET 100 0.0005 0.5 125 6199 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.0005lr_25bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.0005lr_25bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index f4336ddd2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.0005lr_25bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 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0.025931792775865155 0.027344372349255013 25 TARGET 100 0.0005 0.0 125 3369 0.0 -12 0.025498717719130846 0.027110746017459667 25 TARGET 100 0.0005 0.0 125 3369 0.0 -13 0.02513322411638117 0.026796689144138134 25 TARGET 100 0.0005 0.0 125 3369 0.0 -14 0.024808901754091887 0.026594017378308556 25 TARGET 100 0.0005 0.0 125 3369 0.0 -15 0.024518058676059398 0.02629133432426236 25 TARGET 100 0.0005 0.0 125 3369 0.0 -16 0.02423432682913662 0.02617150703162858 25 TARGET 100 0.0005 0.0 125 3369 0.0 -17 0.023963635539642286 0.02592246824254592 25 TARGET 100 0.0005 0.0 125 3369 0.0 -18 0.023704216348302082 0.02572738816679427 25 TARGET 100 0.0005 0.0 125 3369 0.0 -19 0.023480231720038536 0.025582876790202026 25 TARGET 100 0.0005 0.0 125 3369 0.0 -20 0.02327505959141435 0.02549507770913117 25 TARGET 100 0.0005 0.0 125 3369 0.0 -21 0.023099452194441046 0.025382663715969433 25 TARGET 100 0.0005 0.0 125 3369 0.0 -22 0.022874485143156164 0.025211360305547714 25 TARGET 100 0.0005 0.0 125 3369 0.0 -23 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0.020989731433942463 0.024061454826909485 25 TARGET 100 0.0005 0.0 125 3369 0.0 -36 0.020879302678711287 0.02404789098848899 25 TARGET 100 0.0005 0.0 125 3369 0.0 -37 0.020789576343163498 0.023968829152484734 25 TARGET 100 0.0005 0.0 125 3369 0.0 -38 0.020653166259428868 0.023904101951329998 25 TARGET 100 0.0005 0.0 125 3369 0.0 -39 0.02056922254337606 0.023874780699384934 25 TARGET 100 0.0005 0.0 125 3369 0.0 -40 0.02045681046930327 0.02382100683947404 25 TARGET 100 0.0005 0.0 125 3369 0.0 -41 0.020334214216681443 0.02377993957788655 25 TARGET 100 0.0005 0.0 125 3369 0.0 -42 0.020233878091303788 0.023746005880335968 25 TARGET 100 0.0005 0.0 125 3369 0.0 -43 0.020133282230408105 0.023667459630153397 25 TARGET 100 0.0005 0.0 125 3369 0.0 -44 0.020045565924158803 0.023653450563098446 25 TARGET 100 0.0005 0.0 125 3369 0.0 -45 0.01997359078502916 0.023590482997171806 25 TARGET 100 0.0005 0.0 125 3369 0.0 -46 0.019868367034879195 0.023581949373086292 25 TARGET 100 0.0005 0.0 125 3369 0.0 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0.017555485943627075 0.02258713012843421 25 TARGET 100 0.0005 0.0 125 3369 0.0 -96 0.0175193721422242 0.022600572217594494 25 TARGET 100 0.0005 0.0 125 3369 0.0 -97 0.01750049395141778 0.02258612063120712 25 TARGET 100 0.0005 0.0 125 3369 0.0 -98 0.017493298725673446 0.022582385943017223 25 TARGET 100 0.0005 0.0 125 3369 0.0 -99 0.017464207748722548 0.022577925641654117 25 TARGET 100 0.0005 0.0 125 3369 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.0005lr_50bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.0005lr_50bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 36f40040e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.0005lr_50bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.0818251639303535 0.05878622096144792 50 TARGET 100 0.0005 0.1 125 7523 0.0 -1 0.052106059510699826 0.04367857787645224 50 TARGET 100 0.0005 0.1 125 7523 0.0 -2 0.04457543771525826 0.04041397018414555 50 TARGET 100 0.0005 0.1 125 7523 0.0 -3 0.04196861225747901 0.03757800861741557 50 TARGET 100 0.0005 0.1 125 7523 0.0 -4 0.03929537322735947 0.034550704061985016 50 TARGET 100 0.0005 0.1 125 7523 0.0 -5 0.03690978859610831 0.03282970156181942 50 TARGET 100 0.0005 0.1 125 7523 0.0 -6 0.035703289551466004 0.03189427247553161 50 TARGET 100 0.0005 0.1 125 7523 0.0 -7 0.0347496359185739 0.031196094541387123 50 TARGET 100 0.0005 0.1 125 7523 0.0 -8 0.03417172585849208 0.030645422637462616 50 TARGET 100 0.0005 0.1 125 7523 0.0 -9 0.03337266082289042 0.02993281851663734 50 TARGET 100 0.0005 0.1 125 7523 0.0 -10 0.03272396358677032 0.029420101337812164 50 TARGET 100 0.0005 0.1 125 7523 0.0 -11 0.032029544784113614 0.028831444850022144 50 TARGET 100 0.0005 0.1 125 7523 0.0 -12 0.0314665988263257 0.02832552186693206 50 TARGET 100 0.0005 0.1 125 7523 0.0 -13 0.030983154834420594 0.02778096316438733 50 TARGET 100 0.0005 0.1 125 7523 0.0 -14 0.030318360336701877 0.027242663231762974 50 TARGET 100 0.0005 0.1 125 7523 0.0 -15 0.029555203179869587 0.026819724307367294 50 TARGET 100 0.0005 0.1 125 7523 0.0 -16 0.029202845593544368 0.026219493116844784 50 TARGET 100 0.0005 0.1 125 7523 0.0 -17 0.02853458114470095 0.025844449346715755 50 TARGET 100 0.0005 0.1 125 7523 0.0 -18 0.028174852111975752 0.025407019155946644 50 TARGET 100 0.0005 0.1 125 7523 0.0 -19 0.027518130192903157 0.025029266873995464 50 TARGET 100 0.0005 0.1 125 7523 0.0 -20 0.02719476819038391 0.024728516286069698 50 TARGET 100 0.0005 0.1 125 7523 0.0 -21 0.02680149384043634 0.024529559086218025 50 TARGET 100 0.0005 0.1 125 7523 0.0 -22 0.026535621414632105 0.024227782519477787 50 TARGET 100 0.0005 0.1 125 7523 0.0 -23 0.026097633828869975 0.02398234261482051 50 TARGET 100 0.0005 0.1 125 7523 0.0 -24 0.025785588198388467 0.023806361933097694 50 TARGET 100 0.0005 0.1 125 7523 0.0 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-37 0.023543933707505765 0.022484414731011246 50 TARGET 100 0.0005 0.1 125 7523 0.0 -38 0.02351474156132852 0.022421837248133892 50 TARGET 100 0.0005 0.1 125 7523 0.0 -39 0.023278648190526448 0.022317489552678482 50 TARGET 100 0.0005 0.1 125 7523 0.0 -40 0.02323631510790751 0.0222584998630213 50 TARGET 100 0.0005 0.1 125 7523 0.0 -41 0.023097179911604232 0.022175165401263672 50 TARGET 100 0.0005 0.1 125 7523 0.0 -42 0.022952487303401888 0.022195281912431572 50 TARGET 100 0.0005 0.1 125 7523 0.0 -43 0.02290778396406559 0.022109969660188213 50 TARGET 100 0.0005 0.1 125 7523 0.0 -44 0.022895403394494394 0.02207453153801687 50 TARGET 100 0.0005 0.1 125 7523 0.0 -45 0.02282462344326154 0.022066323763944885 50 TARGET 100 0.0005 0.1 125 7523 0.0 -46 0.0225524379987809 0.02205490292699048 50 TARGET 100 0.0005 0.1 125 7523 0.0 -47 0.022477880433854028 0.021959989134109383 50 TARGET 100 0.0005 0.1 125 7523 0.0 -48 0.02248095538504798 0.021916916650353058 50 TARGET 100 0.0005 0.1 125 7523 0.0 -49 0.02227261019023982 0.021845151980717976 50 TARGET 100 0.0005 0.1 125 7523 0.0 -50 0.022116334450365316 0.021767328803737957 50 TARGET 100 0.0005 0.1 125 7523 0.0 -51 0.0221204849631096 0.021771731532432816 50 TARGET 100 0.0005 0.1 125 7523 0.0 -52 0.022031707827139785 0.02169877245570674 50 TARGET 100 0.0005 0.1 125 7523 0.0 -53 0.0219334982435912 0.021705263661164226 50 TARGET 100 0.0005 0.1 125 7523 0.0 -54 0.021952125372409016 0.02164841669075417 50 TARGET 100 0.0005 0.1 125 7523 0.0 -55 0.02187876152470457 0.021594979602730636 50 TARGET 100 0.0005 0.1 125 7523 0.0 -56 0.021603339185518048 0.021575867057298168 50 TARGET 100 0.0005 0.1 125 7523 0.0 -57 0.02174683469614196 0.021553438382618355 50 TARGET 100 0.0005 0.1 125 7523 0.0 -58 0.021578543910424314 0.02144926752556454 50 TARGET 100 0.0005 0.1 125 7523 0.0 -59 0.02150998050691905 0.021433099370562668 50 TARGET 100 0.0005 0.1 125 7523 0.0 -60 0.021276557968571932 0.021401284714088295 50 TARGET 100 0.0005 0.1 125 7523 0.0 -61 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0.020460111556279942 0.021106665728218628 50 TARGET 100 0.0005 0.1 125 7523 0.0 -74 0.020422531479988435 0.02102682829806299 50 TARGET 100 0.0005 0.1 125 7523 0.0 -75 0.020433474194120477 0.021077302651423397 50 TARGET 100 0.0005 0.1 125 7523 0.0 -76 0.02035885311738409 0.021030454473061996 50 TARGET 100 0.0005 0.1 125 7523 0.0 -77 0.020301257344809445 0.02103520760482008 50 TARGET 100 0.0005 0.1 125 7523 0.0 -78 0.020179301381161318 0.020928852768106895 50 TARGET 100 0.0005 0.1 125 7523 0.0 -79 0.0200799763742019 0.020905383326339 50 TARGET 100 0.0005 0.1 125 7523 0.0 -80 0.020031437528655185 0.020904323876355633 50 TARGET 100 0.0005 0.1 125 7523 0.0 -81 0.020152383173505466 0.020919145395358402 50 TARGET 100 0.0005 0.1 125 7523 0.0 -82 0.020187022214636256 0.02086581453455217 50 TARGET 100 0.0005 0.1 125 7523 0.0 -83 0.020056999122303746 0.02087514666896878 50 TARGET 100 0.0005 0.1 125 7523 0.0 -84 0.019916249169444396 0.020868905114405083 50 TARGET 100 0.0005 0.1 125 7523 0.0 -85 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0.036159370671518726 0.031791300823291145 50 TARGET 100 0.0005 0.5 125 5024 0.0 -16 0.03615053411987093 0.03178113665093075 50 TARGET 100 0.0005 0.5 125 5024 0.0 -17 0.03556262119751587 0.03123386311485912 50 TARGET 100 0.0005 0.5 125 5024 0.0 -18 0.03497091875182659 0.03109577371541298 50 TARGET 100 0.0005 0.5 125 5024 0.0 -19 0.035020664397012506 0.030729794084574238 50 TARGET 100 0.0005 0.5 125 5024 0.0 -20 0.034443803520415366 0.030585292500979973 50 TARGET 100 0.0005 0.5 125 5024 0.0 -21 0.03412908074831722 0.030314542804703568 50 TARGET 100 0.0005 0.5 125 5024 0.0 -22 0.033833152442066756 0.029849472540346058 50 TARGET 100 0.0005 0.5 125 5024 0.0 -23 0.03366935493970158 0.029734756063782807 50 TARGET 100 0.0005 0.5 125 5024 0.0 -24 0.033411505459635345 0.029543812471357258 50 TARGET 100 0.0005 0.5 125 5024 0.0 -25 0.03333487317768813 0.029360752214084972 50 TARGET 100 0.0005 0.5 125 5024 0.0 -26 0.032884317766937746 0.029175302465305183 50 TARGET 100 0.0005 0.5 125 5024 0.0 -27 0.032955546628194624 0.02896488220854239 50 TARGET 100 0.0005 0.5 125 5024 0.0 -28 0.03303837997569179 0.02880402355257309 50 TARGET 100 0.0005 0.5 125 5024 0.0 -29 0.0328258036287746 0.028602082056529594 50 TARGET 100 0.0005 0.5 125 5024 0.0 -30 0.03208832595158707 0.028681639356143547 50 TARGET 100 0.0005 0.5 125 5024 0.0 -31 0.03249439878721631 0.028373806201147312 50 TARGET 100 0.0005 0.5 125 5024 0.0 -32 0.032204948898768584 0.028369996640266792 50 TARGET 100 0.0005 0.5 125 5024 0.0 -33 0.0320423047625858 0.028056155043569477 50 TARGET 100 0.0005 0.5 125 5024 0.0 -34 0.031580017396697295 0.027834707193753937 50 TARGET 100 0.0005 0.5 125 5024 0.0 -35 0.03093580564214324 0.027752986911571388 50 TARGET 100 0.0005 0.5 125 5024 0.0 -36 0.031151036189411223 0.027483748215617554 50 TARGET 100 0.0005 0.5 125 5024 0.0 -37 0.03119940527711653 0.02742578834295273 50 TARGET 100 0.0005 0.5 125 5024 0.0 -38 0.03072779349706791 0.02716442739421671 50 TARGET 100 0.0005 0.5 125 5024 0.0 -39 0.03079990332049352 0.02704714306376197 50 TARGET 100 0.0005 0.5 125 5024 0.0 -40 0.030147343296996674 0.027048819839502827 50 TARGET 100 0.0005 0.5 125 5024 0.0 -41 0.03012071040016834 0.026746056522383835 50 TARGET 100 0.0005 0.5 125 5024 0.0 -42 0.029820676993340355 0.026762076343099277 50 TARGET 100 0.0005 0.5 125 5024 0.0 -43 0.030012804908232656 0.026706764248735977 50 TARGET 100 0.0005 0.5 125 5024 0.0 -44 0.0299074808292417 0.026495387213248196 50 TARGET 100 0.0005 0.5 125 5024 0.0 -45 0.02987903917854282 0.02633853792918451 50 TARGET 100 0.0005 0.5 125 5024 0.0 -46 0.029234904814699685 0.02670190404310371 50 TARGET 100 0.0005 0.5 125 5024 0.0 -47 0.0290870130977747 0.02626261239250501 50 TARGET 100 0.0005 0.5 125 5024 0.0 -48 0.029228453345672048 0.026355677820516354 50 TARGET 100 0.0005 0.5 125 5024 0.0 -49 0.02858691253018901 0.0260035933531595 50 TARGET 100 0.0005 0.5 125 5024 0.0 -50 0.02897956340200572 0.025976602439627502 50 TARGET 100 0.0005 0.5 125 5024 0.0 -51 0.02861853260609638 0.026003592506502613 50 TARGET 100 0.0005 0.5 125 5024 0.0 -52 0.02854282965864798 0.025918613554853382 50 TARGET 100 0.0005 0.5 125 5024 0.0 -53 0.028494323751189893 0.02581471176535794 50 TARGET 100 0.0005 0.5 125 5024 0.0 -54 0.02822409619135086 0.025620594112710518 50 TARGET 100 0.0005 0.5 125 5024 0.0 -55 0.02820163109788188 0.025669820268045773 50 TARGET 100 0.0005 0.5 125 5024 0.0 -56 0.028028997238286415 0.025783048434690994 50 TARGET 100 0.0005 0.5 125 5024 0.0 -57 0.027676074028717548 0.025566890158436516 50 TARGET 100 0.0005 0.5 125 5024 0.0 -58 0.02814951098778031 0.02546522184980638 50 TARGET 100 0.0005 0.5 125 5024 0.0 -59 0.028019397585379958 0.0255235130475326 50 TARGET 100 0.0005 0.5 125 5024 0.0 -60 0.027657961284722945 0.025457342239943417 50 TARGET 100 0.0005 0.5 125 5024 0.0 -61 0.027675944910406664 0.025457762012427502 50 TARGET 100 0.0005 0.5 125 5024 0.0 -62 0.027640729383737954 0.025418189721125545 50 TARGET 100 0.0005 0.5 125 5024 0.0 -63 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0.026394699408550455 0.024886035840168144 50 TARGET 100 0.0005 0.5 125 5024 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.0005lr_50bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.0005lr_50bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index 3d4face24..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.0005lr_50bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07863126021593508 0.05504076092532187 50 TARGET 100 0.0005 0.0 125 5400 0.0 -1 0.048577022873592696 0.044202079488472504 50 TARGET 100 0.0005 0.0 125 5400 0.0 -2 0.042081039173133446 0.041027747320406364 50 TARGET 100 0.0005 0.0 125 5400 0.0 -3 0.03862534124742855 0.03722325057694406 50 TARGET 100 0.0005 0.0 125 5400 0.0 -4 0.035551261445287904 0.03511802457047231 50 TARGET 100 0.0005 0.0 125 5400 0.0 -5 0.033794712764446184 0.03391991623423316 50 TARGET 100 0.0005 0.0 125 5400 0.0 -6 0.03259710418154495 0.03296830855084188 50 TARGET 100 0.0005 0.0 125 5400 0.0 -7 0.031613419898581824 0.032105565635543884 50 TARGET 100 0.0005 0.0 125 5400 0.0 -8 0.030700429922803887 0.031209446094704395 50 TARGET 100 0.0005 0.0 125 5400 0.0 -9 0.029848092916086064 0.030465993296467896 50 TARGET 100 0.0005 0.0 125 5400 0.0 -10 0.029077639495985276 0.029819367905006264 50 TARGET 100 0.0005 0.0 125 5400 0.0 -11 0.028350101470295028 0.029201368603742485 50 TARGET 100 0.0005 0.0 125 5400 0.0 -12 0.027700403065542983 0.02870414394772414 50 TARGET 100 0.0005 0.0 125 5400 0.0 -13 0.027125849485748546 0.02817299183119427 50 TARGET 100 0.0005 0.0 125 5400 0.0 -14 0.02664340937804895 0.027802668737642693 50 TARGET 100 0.0005 0.0 125 5400 0.0 -15 0.026214011295726806 0.02743354349425345 50 TARGET 100 0.0005 0.0 125 5400 0.0 -16 0.025811944551991695 0.02710379558530721 50 TARGET 100 0.0005 0.0 125 5400 0.0 -17 0.02544384981546338 0.026871191055485695 50 TARGET 100 0.0005 0.0 125 5400 0.0 -18 0.025140216837477202 0.026577526251926567 50 TARGET 100 0.0005 0.0 125 5400 0.0 -19 0.024831503824101955 0.026334662498398262 50 TARGET 100 0.0005 0.0 125 5400 0.0 -20 0.024581153478837173 0.026166774558298515 50 TARGET 100 0.0005 0.0 125 5400 0.0 -21 0.024331567677283526 0.02597221602318865 50 TARGET 100 0.0005 0.0 125 5400 0.0 -22 0.024083481756625353 0.02578192926717527 50 TARGET 100 0.0005 0.0 125 5400 0.0 -23 0.02385948832313019 0.025624890501300495 50 TARGET 100 0.0005 0.0 125 5400 0.0 -24 0.023682741548627716 0.025512492509953903 50 TARGET 100 0.0005 0.0 125 5400 0.0 -25 0.023475947962314996 0.025370379345435085 50 TARGET 100 0.0005 0.0 125 5400 0.0 -26 0.023320161809624245 0.025263894180005245 50 TARGET 100 0.0005 0.0 125 5400 0.0 -27 0.0231411691491652 0.025139998870365547 50 TARGET 100 0.0005 0.0 125 5400 0.0 -28 0.022987060386825492 0.025036478753794323 50 TARGET 100 0.0005 0.0 125 5400 0.0 -29 0.022824235944083643 0.02490531924096021 50 TARGET 100 0.0005 0.0 125 5400 0.0 -30 0.02266944992522198 0.02482518090894728 50 TARGET 100 0.0005 0.0 125 5400 0.0 -31 0.02251550293079129 0.024714994498274544 50 TARGET 100 0.0005 0.0 125 5400 0.0 -32 0.022392555870592395 0.024646012338273453 50 TARGET 100 0.0005 0.0 125 5400 0.0 -33 0.02225383132169343 0.02452352490614761 50 TARGET 100 0.0005 0.0 125 5400 0.0 -34 0.02212179637818224 0.02443585753666632 50 TARGET 100 0.0005 0.0 125 5400 0.0 -35 0.021972055863651765 0.02434887545126857 50 TARGET 100 0.0005 0.0 125 5400 0.0 -36 0.0218608022890107 0.02425042929297144 50 TARGET 100 0.0005 0.0 125 5400 0.0 -37 0.02174631193255134 0.02419668740846894 50 TARGET 100 0.0005 0.0 125 5400 0.0 -38 0.021624394256609055 0.02414355387516094 50 TARGET 100 0.0005 0.0 125 5400 0.0 -39 0.021508818279061252 0.02403876202350313 50 TARGET 100 0.0005 0.0 125 5400 0.0 -40 0.021399436355490076 0.023980337674870636 50 TARGET 100 0.0005 0.0 125 5400 0.0 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_10bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_10bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 845c6bcdd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_10bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.049081342577031166 0.038479733647722184 10 TARGET 100 0.001 0.1 125 1227 0.0 -1 0.03541672146355464 0.03349249476962017 10 TARGET 100 0.001 0.1 125 1227 0.0 -2 0.031743096733334086 0.030774070965972813 10 TARGET 100 0.001 0.1 125 1227 0.0 -3 0.029596979080727608 0.02929690931782578 10 TARGET 100 0.001 0.1 125 1227 0.0 -4 0.028158758475322915 0.02844273987593073 10 TARGET 100 0.001 0.1 125 1227 0.0 -5 0.026817265396266676 0.027769597868124645 10 TARGET 100 0.001 0.1 125 1227 0.0 -6 0.026062419337004122 0.02710188366472721 10 TARGET 100 0.001 0.1 125 1227 0.0 -7 0.02534193356179629 0.02669698180574359 10 TARGET 100 0.001 0.1 125 1227 0.0 -8 0.025002427085581855 0.02662306882892594 10 TARGET 100 0.001 0.1 125 1227 0.0 -9 0.024563853199333453 0.026444027426116394 10 TARGET 100 0.001 0.1 125 1227 0.0 -10 0.024417901254864254 0.02624586969614029 10 TARGET 100 0.001 0.1 125 1227 0.0 -11 0.024008405874624397 0.025988808296846622 10 TARGET 100 0.001 0.1 125 1227 0.0 -12 0.023889631967402066 0.026172651655294678 10 TARGET 100 0.001 0.1 125 1227 0.0 -13 0.023550066394536984 0.02595286076944886 10 TARGET 100 0.001 0.1 125 1227 0.0 -14 0.023243261795955074 0.02603374890080004 10 TARGET 100 0.001 0.1 125 1227 0.0 -15 0.02312174772448612 0.025654373690485954 10 TARGET 100 0.001 0.1 125 1227 0.0 -16 0.02272786010646258 0.025772715664722702 10 TARGET 100 0.001 0.1 125 1227 0.0 -17 0.0227302442546244 0.02552176481395057 10 TARGET 100 0.001 0.1 125 1227 0.0 -18 0.022623173265344767 0.025658128331556465 10 TARGET 100 0.001 0.1 125 1227 0.0 -19 0.022363061982172507 0.025401858669338806 10 TARGET 100 0.001 0.1 125 1227 0.0 -20 0.022336416278874834 0.0255427753947901 10 TARGET 100 0.001 0.1 125 1227 0.0 -21 0.02239449739907727 0.02548614206413428 10 TARGET 100 0.001 0.1 125 1227 0.0 -22 0.022271847716134406 0.02545128853032083 10 TARGET 100 0.001 0.1 125 1227 0.0 -23 0.022072790090232986 0.025688550971222645 10 TARGET 100 0.001 0.1 125 1227 0.0 -24 0.02210687183044374 0.02527804695295565 10 TARGET 100 0.001 0.1 125 1227 0.0 -25 0.021999575373299596 0.025239813508409443 10 TARGET 100 0.001 0.1 125 1227 0.0 -26 0.021952376829504162 0.025343576220400406 10 TARGET 100 0.001 0.1 125 1227 0.0 -27 0.021926644066919382 0.025356006215919148 10 TARGET 100 0.001 0.1 125 1227 0.0 -28 0.021680421562808933 0.02515658216946053 10 TARGET 100 0.001 0.1 125 1227 0.0 -29 0.021547813871593186 0.02524798425535361 10 TARGET 100 0.001 0.1 125 1227 0.0 -30 0.02151358850074537 0.025340400353977173 10 TARGET 100 0.001 0.1 125 1227 0.0 -31 0.02168463193733082 0.025150884168617653 10 TARGET 100 0.001 0.1 125 1227 0.0 -32 0.021519480116339244 0.025173373746149467 10 TARGET 100 0.001 0.1 125 1227 0.0 -33 0.02148834726951941 0.0253775403129332 10 TARGET 100 0.001 0.1 125 1227 0.0 -34 0.021516018870101634 0.025455728060368336 10 TARGET 100 0.001 0.1 125 1227 0.0 -35 0.02120148211792864 0.025301049322341427 10 TARGET 100 0.001 0.1 125 1227 0.0 -36 0.02139300330595336 0.025305562003543884 10 TARGET 100 0.001 0.1 125 1227 0.0 -37 0.021621120798868763 0.02500854009254412 10 TARGET 100 0.001 0.1 125 1227 0.0 -38 0.021528042633374933 0.02512135700971791 10 TARGET 100 0.001 0.1 125 1227 0.0 -39 0.02152187090605397 0.02555160049461957 10 TARGET 100 0.001 0.1 125 1227 0.0 -40 0.021349340482843846 0.02507157578612819 10 TARGET 100 0.001 0.1 125 1227 0.0 -41 0.02160965078682811 0.025339085044282856 10 TARGET 100 0.001 0.1 125 1227 0.0 -42 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0.025103393998561485 10 TARGET 100 0.001 0.1 125 1227 0.0 -79 0.02133344903412692 0.025289354507218708 10 TARGET 100 0.001 0.1 125 1227 0.0 -80 0.021287563548545645 0.02535264939069748 10 TARGET 100 0.001 0.1 125 1227 0.0 -81 0.02085840773552355 0.025343443577488262 10 TARGET 100 0.001 0.1 125 1227 0.0 -82 0.020869121131070135 0.02523372960135792 10 TARGET 100 0.001 0.1 125 1227 0.0 -83 0.020936396901153956 0.0253955555345976 10 TARGET 100 0.001 0.1 125 1227 0.0 -84 0.020874057943471754 0.025251963824936836 10 TARGET 100 0.001 0.1 125 1227 0.0 -85 0.021161714506018843 0.025272071361541748 10 TARGET 100 0.001 0.1 125 1227 0.0 -86 0.0209582999461528 0.02532242052257061 10 TARGET 100 0.001 0.1 125 1227 0.0 -87 0.020791475601519397 0.0252956310004899 10 TARGET 100 0.001 0.1 125 1227 0.0 -88 0.021067564058986174 0.02521288547326218 10 TARGET 100 0.001 0.1 125 1227 0.0 -89 0.020807863755609453 0.025380194074276722 10 TARGET 100 0.001 0.1 125 1227 0.0 -90 0.021011301024694635 0.02555128920710448 10 TARGET 100 0.001 0.1 125 1227 0.0 -91 0.02057086470025758 0.025177759993256943 10 TARGET 100 0.001 0.1 125 1227 0.0 -92 0.020495519945115753 0.02533917964407892 10 TARGET 100 0.001 0.1 125 1227 0.0 -93 0.02087054266171022 0.02515231507519881 10 TARGET 100 0.001 0.1 125 1227 0.0 -94 0.0210910860122956 0.025216191950621025 10 TARGET 100 0.001 0.1 125 1227 0.0 -95 0.020987958719433358 0.02511514164507389 10 TARGET 100 0.001 0.1 125 1227 0.0 -96 0.020744041078771005 0.025194470290884827 10 TARGET 100 0.001 0.1 125 1227 0.0 -97 0.020673600850181547 0.02562927200712941 10 TARGET 100 0.001 0.1 125 1227 0.0 -98 0.021148025820201092 0.025342776468305878 10 TARGET 100 0.001 0.1 125 1227 0.0 -99 0.02095960073724941 0.025239234225768032 10 TARGET 100 0.001 0.1 125 1227 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_10bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_10bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 3465d8841..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_10bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.06099739728451578 0.041323394712173576 10 TARGET 100 0.001 0.5 125 5994 0.0 -1 0.04486338997429067 0.035371443990505104 10 TARGET 100 0.001 0.5 125 5994 0.0 -2 0.04098538546399637 0.033571106805042786 10 TARGET 100 0.001 0.5 125 5994 0.0 -3 0.038739420134912834 0.03311670949739037 10 TARGET 100 0.001 0.5 125 5994 0.0 -4 0.0371979150657702 0.032625180640907 10 TARGET 100 0.001 0.5 125 5994 0.0 -5 0.035835709266038455 0.031288992049116074 10 TARGET 100 0.001 0.5 125 5994 0.0 -6 0.03554331915772924 0.031025782453291344 10 TARGET 100 0.001 0.5 125 5994 0.0 -7 0.03474506028372832 0.03111164260542754 10 TARGET 100 0.001 0.5 125 5994 0.0 -8 0.034324430299276856 0.030652830490108692 10 TARGET 100 0.001 0.5 125 5994 0.0 -9 0.03387935836532903 0.030222021269075798 10 TARGET 100 0.001 0.5 125 5994 0.0 -10 0.03415531999986581 0.030513959400581592 10 TARGET 100 0.001 0.5 125 5994 0.0 -11 0.03391548519584065 0.030126990750432014 10 TARGET 100 0.001 0.5 125 5994 0.0 -12 0.033329160438743906 0.03040827556767247 10 TARGET 100 0.001 0.5 125 5994 0.0 -13 0.033512888206576656 0.030441498158104492 10 TARGET 100 0.001 0.5 125 5994 0.0 -14 0.03323629459598249 0.030460761352018875 10 TARGET 100 0.001 0.5 125 5994 0.0 -15 0.03369519732240274 0.03030851398679343 10 TARGET 100 0.001 0.5 125 5994 0.0 -16 0.033104452144617984 0.030196752004099613 10 TARGET 100 0.001 0.5 125 5994 0.0 -17 0.03323029284600658 0.02995731822694793 10 TARGET 100 0.001 0.5 125 5994 0.0 -18 0.03353167865864356 0.029854807889822758 10 TARGET 100 0.001 0.5 125 5994 0.0 -19 0.032936573191624297 0.03029886164674253 10 TARGET 100 0.001 0.5 125 5994 0.0 -20 0.03316292312836607 0.029724913903258064 10 TARGET 100 0.001 0.5 125 5994 0.0 -21 0.032633377922705126 0.029984294013543564 10 TARGET 100 0.001 0.5 125 5994 0.0 -22 0.03304544878301998 0.029695462209708763 10 TARGET 100 0.001 0.5 125 5994 0.0 -23 0.03209957679865336 0.02971151341317278 10 TARGET 100 0.001 0.5 125 5994 0.0 -24 0.032862715372934885 0.029073664974985702 10 TARGET 100 0.001 0.5 125 5994 0.0 -25 0.032833157427082156 0.02945204276704427 10 TARGET 100 0.001 0.5 125 5994 0.0 -26 0.032365967315756514 0.029697833639202698 10 TARGET 100 0.001 0.5 125 5994 0.0 -27 0.032916299202275595 0.028685783346494038 10 TARGET 100 0.001 0.5 125 5994 0.0 -28 0.03253844881474169 0.02879237248138948 10 TARGET 100 0.001 0.5 125 5994 0.0 -29 0.03218717519382034 0.029099013487046414 10 TARGET 100 0.001 0.5 125 5994 0.0 -30 0.032310882119167134 0.03018072078173811 10 TARGET 100 0.001 0.5 125 5994 0.0 -31 0.03218003084588332 0.02924821266170704 10 TARGET 100 0.001 0.5 125 5994 0.0 -32 0.032088896623414374 0.02959073374442982 10 TARGET 100 0.001 0.5 125 5994 0.0 -33 0.031855569048612205 0.029076480842900997 10 TARGET 100 0.001 0.5 125 5994 0.0 -34 0.03204990167057875 0.029018432127706932 10 TARGET 100 0.001 0.5 125 5994 0.0 -35 0.032268135529325066 0.029566850513219833 10 TARGET 100 0.001 0.5 125 5994 0.0 -36 0.03206002499644804 0.029794191151405826 10 TARGET 100 0.001 0.5 125 5994 0.0 -37 0.032165631984269576 0.029291484674269504 10 TARGET 100 0.001 0.5 125 5994 0.0 -38 0.03183353341087348 0.029351300531716057 10 TARGET 100 0.001 0.5 125 5994 0.0 -39 0.031761122735762835 0.028926162726499817 10 TARGET 100 0.001 0.5 125 5994 0.0 -40 0.03169991696247147 0.02910485022673101 10 TARGET 100 0.001 0.5 125 5994 0.0 -41 0.031385522668158965 0.028986295064290363 10 TARGET 100 0.001 0.5 125 5994 0.0 -42 0.03179456259089487 0.028499357797431225 10 TARGET 100 0.001 0.5 125 5994 0.0 -43 0.031769443842698426 0.02868837479389075 10 TARGET 100 0.001 0.5 125 5994 0.0 -44 0.03179990791210823 0.02834945663132451 10 TARGET 100 0.001 0.5 125 5994 0.0 -45 0.03229296042486674 0.028633928321527714 10 TARGET 100 0.001 0.5 125 5994 0.0 -46 0.03185159197509891 0.028526567656433945 10 TARGET 100 0.001 0.5 125 5994 0.0 -47 0.03149752328266399 0.0283245440911163 10 TARGET 100 0.001 0.5 125 5994 0.0 -48 0.031981502242561945 0.02857046484044104 10 TARGET 100 0.001 0.5 125 5994 0.0 -49 0.031659818734183456 0.028380118028232544 10 TARGET 100 0.001 0.5 125 5994 0.0 -50 0.031919537463322635 0.02848738714149504 10 TARGET 100 0.001 0.5 125 5994 0.0 -51 0.031736294804799434 0.028373541423317158 10 TARGET 100 0.001 0.5 125 5994 0.0 -52 0.03131647478876893 0.02819734292499947 10 TARGET 100 0.001 0.5 125 5994 0.0 -53 0.032034598510423895 0.02826596593314951 10 TARGET 100 0.001 0.5 125 5994 0.0 -54 0.031224503166195922 0.02840330152574814 10 TARGET 100 0.001 0.5 125 5994 0.0 -55 0.031050973932450068 0.028310459784486076 10 TARGET 100 0.001 0.5 125 5994 0.0 -56 0.03177356872368942 0.027867964102011738 10 TARGET 100 0.001 0.5 125 5994 0.0 -57 0.03173602472752433 0.028087638939420383 10 TARGET 100 0.001 0.5 125 5994 0.0 -58 0.03104802951693334 0.028113916290528847 10 TARGET 100 0.001 0.5 125 5994 0.0 -59 0.031517896462570534 0.02804687980449561 10 TARGET 100 0.001 0.5 125 5994 0.0 -60 0.03181332997626528 0.027938582003116608 10 TARGET 100 0.001 0.5 125 5994 0.0 -61 0.03253900513730266 0.028499970946348076 10 TARGET 100 0.001 0.5 125 5994 0.0 -62 0.03191494505212764 0.028074564976674137 10 TARGET 100 0.001 0.5 125 5994 0.0 -63 0.031043065749485083 0.0279886939873298 10 TARGET 100 0.001 0.5 125 5994 0.0 -64 0.03186115061218289 0.027669128877195446 10 TARGET 100 0.001 0.5 125 5994 0.0 -65 0.031443549803009736 0.027950629196835285 10 TARGET 100 0.001 0.5 125 5994 0.0 -66 0.03154025504660325 0.02829863339888327 10 TARGET 100 0.001 0.5 125 5994 0.0 -67 0.030918327100600055 0.027789756655693054 10 TARGET 100 0.001 0.5 125 5994 0.0 -68 0.03127685725463159 0.028072062371806664 10 TARGET 100 0.001 0.5 125 5994 0.0 -69 0.031202834714141356 0.028167354676759605 10 TARGET 100 0.001 0.5 125 5994 0.0 -70 0.031801941356173265 0.028021430653153045 10 TARGET 100 0.001 0.5 125 5994 0.0 -71 0.03165482787371485 0.027705129856864612 10 TARGET 100 0.001 0.5 125 5994 0.0 -72 0.03150747776006408 0.027813156220045956 10 TARGET 100 0.001 0.5 125 5994 0.0 -73 0.03090463668383934 0.02777711121421872 10 TARGET 100 0.001 0.5 125 5994 0.0 -74 0.03167061596130482 0.027849885042418133 10 TARGET 100 0.001 0.5 125 5994 0.0 -75 0.031674582981551534 0.028092121987631828 10 TARGET 100 0.001 0.5 125 5994 0.0 -76 0.031241472766606094 0.02784793270808278 10 TARGET 100 0.001 0.5 125 5994 0.0 -77 0.031228527527064186 0.028321994863676304 10 TARGET 100 0.001 0.5 125 5994 0.0 -78 0.030772500310833204 0.027948989730441208 10 TARGET 100 0.001 0.5 125 5994 0.0 -79 0.03143145662014332 0.027887089121522324 10 TARGET 100 0.001 0.5 125 5994 0.0 -80 0.03153422715060839 0.028072903214982063 10 TARGET 100 0.001 0.5 125 5994 0.0 -81 0.0313655945663701 0.027515910960959667 10 TARGET 100 0.001 0.5 125 5994 0.0 -82 0.031913963519663927 0.028220479235504612 10 TARGET 100 0.001 0.5 125 5994 0.0 -83 0.031483650188704936 0.027489477881427967 10 TARGET 100 0.001 0.5 125 5994 0.0 -84 0.031203148585527835 0.027976344537102814 10 TARGET 100 0.001 0.5 125 5994 0.0 -85 0.031236813049324432 0.027948116375641388 10 TARGET 100 0.001 0.5 125 5994 0.0 -86 0.03131911411304466 0.028225904951492947 10 TARGET 100 0.001 0.5 125 5994 0.0 -87 0.03200247384582706 0.02788049609146335 10 TARGET 100 0.001 0.5 125 5994 0.0 -88 0.03099644756076312 0.028350173806150753 10 TARGET 100 0.001 0.5 125 5994 0.0 -89 0.03167729295464076 0.027748356488617985 10 TARGET 100 0.001 0.5 125 5994 0.0 -90 0.03137817100844399 0.027898833550738567 10 TARGET 100 0.001 0.5 125 5994 0.0 -91 0.03163873572341521 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_10bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.047265221079441436 0.0349798235252048 10 TARGET 100 0.001 0.0 125 2493 0.0 -1 0.0331369609656659 0.03035921716328823 10 TARGET 100 0.001 0.0 125 2493 0.0 -2 0.02971074011440229 0.027528916344498142 10 TARGET 100 0.001 0.0 125 2493 0.0 -3 0.027294775709409504 0.02584311608789545 10 TARGET 100 0.001 0.0 125 2493 0.0 -4 0.025804762204839325 0.02486768031887936 10 TARGET 100 0.001 0.0 125 2493 0.0 -5 0.02476215551321956 0.024167202921076256 10 TARGET 100 0.001 0.0 125 2493 0.0 -6 0.02401873197168212 0.023814010857181114 10 TARGET 100 0.001 0.0 125 2493 0.0 -7 0.023392591732068094 0.023423387415029785 10 TARGET 100 0.001 0.0 125 2493 0.0 -8 0.022840729221601276 0.023385256020860237 10 TARGET 100 0.001 0.0 125 2493 0.0 -9 0.022420914367042005 0.0229285547904896 10 TARGET 100 0.001 0.0 125 2493 0.0 -10 0.02198554044244466 0.02256701722966902 10 TARGET 100 0.001 0.0 125 2493 0.0 -11 0.021616974632296497 0.022494113129196747 10 TARGET 100 0.001 0.0 125 2493 0.0 -12 0.021257067613479265 0.02240821606282032 10 TARGET 100 0.001 0.0 125 2493 0.0 -13 0.020992335408725322 0.022178358370156 10 TARGET 100 0.001 0.0 125 2493 0.0 -14 0.020677216256959268 0.022164180874824524 10 TARGET 100 0.001 0.0 125 2493 0.0 -15 0.020492381275151714 0.022228540231784184 10 TARGET 100 0.001 0.0 125 2493 0.0 -16 0.020236196955948166 0.02198627365357948 10 TARGET 100 0.001 0.0 125 2493 0.0 -17 0.020061275140956195 0.02211630225858905 10 TARGET 100 0.001 0.0 125 2493 0.0 -18 0.0198835748050249 0.021790569027264912 10 TARGET 100 0.001 0.0 125 2493 0.0 -19 0.019702285327493945 0.021798110933917942 10 TARGET 100 0.001 0.0 125 2493 0.0 -20 0.019567271914044615 0.02175430501952316 10 TARGET 100 0.001 0.0 125 2493 0.0 -21 0.019404427132722907 0.021734466324701454 10 TARGET 100 0.001 0.0 125 2493 0.0 -22 0.019289442692391 0.021690966335661484 10 TARGET 100 0.001 0.0 125 2493 0.0 -23 0.01919868612279394 0.021629281624248535 10 TARGET 100 0.001 0.0 125 2493 0.0 -24 0.019054719613808575 0.021553882764595928 10 TARGET 100 0.001 0.0 125 2493 0.0 -25 0.01894795159599195 0.021565948415434723 10 TARGET 100 0.001 0.0 125 2493 0.0 -26 0.01882945455184288 0.021513262820063217 10 TARGET 100 0.001 0.0 125 2493 0.0 -27 0.01875529465224807 0.02158931659703905 10 TARGET 100 0.001 0.0 125 2493 0.0 -28 0.018694105128497385 0.021451805407802265 10 TARGET 100 0.001 0.0 125 2493 0.0 -29 0.0185800484986819 0.02143821588745623 10 TARGET 100 0.001 0.0 125 2493 0.0 -30 0.01851332578369062 0.0215991438564026 10 TARGET 100 0.001 0.0 125 2493 0.0 -31 0.018491773035138947 0.021434646043362038 10 TARGET 100 0.001 0.0 125 2493 0.0 -32 0.01833998020863794 0.021321503389062302 10 TARGET 100 0.001 0.0 125 2493 0.0 -33 0.0183115122363172 0.02137260940490347 10 TARGET 100 0.001 0.0 125 2493 0.0 -34 0.018257440641672923 0.021368566053834828 10 TARGET 100 0.001 0.0 125 2493 0.0 -35 0.01819365720581326 0.021330940339601402 10 TARGET 100 0.001 0.0 125 2493 0.0 -36 0.01816253011626025 0.021274673837152393 10 TARGET 100 0.001 0.0 125 2493 0.0 -37 0.018065112219615417 0.021306315324071682 10 TARGET 100 0.001 0.0 125 2493 0.0 -38 0.018034344350900313 0.02132217004669435 10 TARGET 100 0.001 0.0 125 2493 0.0 -39 0.01799933404445347 0.02130129515673175 10 TARGET 100 0.001 0.0 125 2493 0.0 -40 0.017945364377890974 0.021285214884714646 10 TARGET 100 0.001 0.0 125 2493 0.0 -41 0.017944557288103433 0.021327980822234444 10 TARGET 100 0.001 0.0 125 2493 0.0 -42 0.01797904851862076 0.02125901062831734 10 TARGET 100 0.001 0.0 125 2493 0.0 -43 0.017901863702118197 0.02132530092741504 10 TARGET 100 0.001 0.0 125 2493 0.0 -44 0.017895844630169546 0.021217844194986603 10 TARGET 100 0.001 0.0 125 2493 0.0 -45 0.017890778370201588 0.02126111767508767 10 TARGET 100 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2493 0.0 -58 0.017573015118387814 0.021251314347892097 10 TARGET 100 0.001 0.0 125 2493 0.0 -59 0.017537217414765445 0.02118028903549368 10 TARGET 100 0.001 0.0 125 2493 0.0 -60 0.01751972452709169 0.02121039649302309 10 TARGET 100 0.001 0.0 125 2493 0.0 -61 0.017510217489041264 0.021239019253037193 10 TARGET 100 0.001 0.0 125 2493 0.0 -62 0.017499119096658244 0.021272011947902767 10 TARGET 100 0.001 0.0 125 2493 0.0 -63 0.017492922769251094 0.02134419356783231 10 TARGET 100 0.001 0.0 125 2493 0.0 -64 0.017512827788664635 0.021290325531453796 10 TARGET 100 0.001 0.0 125 2493 0.0 -65 0.01751047064885748 0.021390335860125946 10 TARGET 100 0.001 0.0 125 2493 0.0 -66 0.017446384043981533 0.02119090972524701 10 TARGET 100 0.001 0.0 125 2493 0.0 -67 0.017437891329102444 0.021260832521048458 10 TARGET 100 0.001 0.0 125 2493 0.0 -68 0.017411744767668273 0.021163785830140114 10 TARGET 100 0.001 0.0 125 2493 0.0 -69 0.0173849024580986 0.02124491762934309 10 TARGET 100 0.001 0.0 125 2493 0.0 -70 0.0174184609549465 0.02133491545012503 10 TARGET 100 0.001 0.0 125 2493 0.0 -71 0.017418794936001902 0.02122921620806058 10 TARGET 100 0.001 0.0 125 2493 0.0 -72 0.01743996214522958 0.02121244342715451 10 TARGET 100 0.001 0.0 125 2493 0.0 -73 0.017364080688016183 0.021461162546818905 10 TARGET 100 0.001 0.0 125 2493 0.0 -74 0.017341485052598447 0.02126627183999076 10 TARGET 100 0.001 0.0 125 2493 0.0 -75 0.017301463217847677 0.02123431974288189 10 TARGET 100 0.001 0.0 125 2493 0.0 -76 0.017321839596235792 0.021252465519038113 10 TARGET 100 0.001 0.0 125 2493 0.0 -77 0.01730955288328406 0.02128121510825374 10 TARGET 100 0.001 0.0 125 2493 0.0 -78 0.017339969806448377 0.021362786040161594 10 TARGET 100 0.001 0.0 125 2493 0.0 -79 0.017328544391275257 0.02133979947503769 10 TARGET 100 0.001 0.0 125 2493 0.0 -80 0.017297272216089645 0.02138404186927911 10 TARGET 100 0.001 0.0 125 2493 0.0 -81 0.017300112671548067 0.021426877571326313 10 TARGET 100 0.001 0.0 125 2493 0.0 -82 0.017279127255232646 0.02136487942753416 10 TARGET 100 0.001 0.0 125 2493 0.0 -83 0.017281684848896983 0.0212186805791024 10 TARGET 100 0.001 0.0 125 2493 0.0 -84 0.017268488130309567 0.021214442214731014 10 TARGET 100 0.001 0.0 125 2493 0.0 -85 0.017268033215293178 0.021391209892251274 10 TARGET 100 0.001 0.0 125 2493 0.0 -86 0.017259437176916335 0.021237936773986527 10 TARGET 100 0.001 0.0 125 2493 0.0 -87 0.01724162033323186 0.021244506605646828 10 TARGET 100 0.001 0.0 125 2493 0.0 -88 0.017238540941792908 0.02133522368967533 10 TARGET 100 0.001 0.0 125 2493 0.0 -89 0.017255908612048988 0.02125774933533235 10 TARGET 100 0.001 0.0 125 2493 0.0 -90 0.017219723321447267 0.021332009836579815 10 TARGET 100 0.001 0.0 125 2493 0.0 -91 0.01724234555443429 0.021371004990104473 10 TARGET 100 0.001 0.0 125 2493 0.0 -92 0.017266442927121112 0.02142017250033942 10 TARGET 100 0.001 0.0 125 2493 0.0 -93 0.01724521176707664 0.021327968573931492 10 TARGET 100 0.001 0.0 125 2493 0.0 -94 0.01725142341897343 0.0213025961297028 10 TARGET 100 0.001 0.0 125 2493 0.0 -95 0.017234499710502248 0.021251960008433372 10 TARGET 100 0.001 0.0 125 2493 0.0 -96 0.017193984864310986 0.02121010541238568 10 TARGET 100 0.001 0.0 125 2493 0.0 -97 0.01718025858379173 0.021165369191404545 10 TARGET 100 0.001 0.0 125 2493 0.0 -98 0.017179176129827195 0.021412252589608684 10 TARGET 100 0.001 0.0 125 2493 0.0 -99 0.017142958986111963 0.02124554692118457 10 TARGET 100 0.001 0.0 125 2493 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_25bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_25bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 885bb3a08..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_25bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.06072502201328976 0.04414987535865018 25 TARGET 100 0.001 0.1 125 8853 0.0 -1 0.04158452962233563 0.03672647216554844 25 TARGET 100 0.001 0.1 125 8853 0.0 -2 0.03623070619900018 0.033707674366958214 25 TARGET 100 0.001 0.1 125 8853 0.0 -3 0.0341245942695775 0.03258349373936653 25 TARGET 100 0.001 0.1 125 8853 0.0 -4 0.032675992901302145 0.031379360959611156 25 TARGET 100 0.001 0.1 125 8853 0.0 -5 0.03099769968476761 0.029932756033359154 25 TARGET 100 0.001 0.1 125 8853 0.0 -6 0.029699848739035202 0.028888599354435097 25 TARGET 100 0.001 0.1 125 8853 0.0 -7 0.028759606884986865 0.0279513265598904 25 TARGET 100 0.001 0.1 125 8853 0.0 -8 0.027941171017158713 0.02704943660082239 25 TARGET 100 0.001 0.1 125 8853 0.0 -9 0.027171088570747712 0.026385764139845516 25 TARGET 100 0.001 0.1 125 8853 0.0 -10 0.026417533324573576 0.02599406905585166 25 TARGET 100 0.001 0.1 125 8853 0.0 -11 0.026086486659643023 0.025700326246971435 25 TARGET 100 0.001 0.1 125 8853 0.0 -12 0.025705369007507157 0.02547011769969355 25 TARGET 100 0.001 0.1 125 8853 0.0 -13 0.025475509195064857 0.025178328946684345 25 TARGET 100 0.001 0.1 125 8853 0.0 -14 0.025078628231028115 0.02498782691404675 25 TARGET 100 0.001 0.1 125 8853 0.0 -15 0.024779645497173774 0.024829746477983215 25 TARGET 100 0.001 0.1 125 8853 0.0 -16 0.024459835706335125 0.024580889155693127 25 TARGET 100 0.001 0.1 125 8853 0.0 -17 0.02419432183972212 0.024487650896789448 25 TARGET 100 0.001 0.1 125 8853 0.0 -18 0.024197496248014046 0.024482008605969673 25 TARGET 100 0.001 0.1 125 8853 0.0 -19 0.02378396911276912 0.02426251992018837 25 TARGET 100 0.001 0.1 125 8853 0.0 -20 0.023616704726058625 0.02405362505691521 25 TARGET 100 0.001 0.1 125 8853 0.0 -21 0.02337031133209515 0.02406863746882388 25 TARGET 100 0.001 0.1 125 8853 0.0 -22 0.02325969424901486 0.023921767927028915 25 TARGET 100 0.001 0.1 125 8853 0.0 -23 0.023004657874253865 0.023926465687426655 25 TARGET 100 0.001 0.1 125 8853 0.0 -24 0.02306969411144353 0.023848175550952103 25 TARGET 100 0.001 0.1 125 8853 0.0 -25 0.022724430710202716 0.0237507586452094 25 TARGET 100 0.001 0.1 125 8853 0.0 -26 0.022465009954115156 0.02371288878335194 25 TARGET 100 0.001 0.1 125 8853 0.0 -27 0.02243976209074359 0.023752133700657974 25 TARGET 100 0.001 0.1 125 8853 0.0 -28 0.02226373336281038 0.023572653532028198 25 TARGET 100 0.001 0.1 125 8853 0.0 -29 0.022240902638997292 0.023531968818243706 25 TARGET 100 0.001 0.1 125 8853 0.0 -30 0.02216358003379018 0.023414911504722004 25 TARGET 100 0.001 0.1 125 8853 0.0 -31 0.022067361495611244 0.023483879186890343 25 TARGET 100 0.001 0.1 125 8853 0.0 -32 0.021648166770184482 0.023476302510861195 25 TARGET 100 0.001 0.1 125 8853 0.0 -33 0.022062436410975376 0.02335675247013569 25 TARGET 100 0.001 0.1 125 8853 0.0 -34 0.02184344899624285 0.023316353023277992 25 TARGET 100 0.001 0.1 125 8853 0.0 -35 0.02183007985754848 0.02339579751997283 25 TARGET 100 0.001 0.1 125 8853 0.0 -36 0.021670563397333278 0.02337739094527382 25 TARGET 100 0.001 0.1 125 8853 0.0 -37 0.02147102159971641 0.023296348016821976 25 TARGET 100 0.001 0.1 125 8853 0.0 -38 0.021564888009042653 0.023313646994982704 25 TARGET 100 0.001 0.1 125 8853 0.0 -39 0.021385649642483753 0.023457481949166817 25 TARGET 100 0.001 0.1 125 8853 0.0 -40 0.02132552287381406 0.023369257225457466 25 TARGET 100 0.001 0.1 125 8853 0.0 -41 0.021371528010827926 0.023226435409125053 25 TARGET 100 0.001 0.1 125 8853 0.0 -42 0.02117562062586799 0.023229840860673874 25 TARGET 100 0.001 0.1 125 8853 0.0 -43 0.021057078442363826 0.023239869878373363 25 TARGET 100 0.001 0.1 125 8853 0.0 -44 0.020928310462421038 0.0231663120458975 25 TARGET 100 0.001 0.1 125 8853 0.0 -45 0.021078204638904793 0.023203136230056935 25 TARGET 100 0.001 0.1 125 8853 0.0 -46 0.02110141953798356 0.02312338637244521 25 TARGET 100 0.001 0.1 125 8853 0.0 -47 0.02137303022473348 0.02320236780426719 25 TARGET 100 0.001 0.1 125 8853 0.0 -48 0.0209713435546818 0.02309080266929937 25 TARGET 100 0.001 0.1 125 8853 0.0 -49 0.02096361008093313 0.02316739136409579 25 TARGET 100 0.001 0.1 125 8853 0.0 -50 0.020970260266603445 0.02315329881667188 25 TARGET 100 0.001 0.1 125 8853 0.0 -51 0.020690979887590263 0.02320440175632636 25 TARGET 100 0.001 0.1 125 8853 0.0 -52 0.02083021663568337 0.023108681042989094 25 TARGET 100 0.001 0.1 125 8853 0.0 -53 0.020602791309858412 0.023081250799198944 25 TARGET 100 0.001 0.1 125 8853 0.0 -54 0.02072890359055414 0.02318477396373496 25 TARGET 100 0.001 0.1 125 8853 0.0 -55 0.020772680044425056 0.023097540675239128 25 TARGET 100 0.001 0.1 125 8853 0.0 -56 0.020824473272846002 0.023014969192445278 25 TARGET 100 0.001 0.1 125 8853 0.0 -57 0.020725266133068188 0.023035444601467163 25 TARGET 100 0.001 0.1 125 8853 0.0 -58 0.02048292908478867 0.023116789363098866 25 TARGET 100 0.001 0.1 125 8853 0.0 -59 0.0206318568714239 0.02301638793538917 25 TARGET 100 0.001 0.1 125 8853 0.0 -60 0.020836357231117056 0.023204034928119545 25 TARGET 100 0.001 0.1 125 8853 0.0 -61 0.020397036471200312 0.023028942474135845 25 TARGET 100 0.001 0.1 125 8853 0.0 -62 0.020383511086681273 0.023100529628043823 25 TARGET 100 0.001 0.1 125 8853 0.0 -63 0.020601255279849677 0.02309370306179379 25 TARGET 100 0.001 0.1 125 8853 0.0 -64 0.020499378408270853 0.023057654358898148 25 TARGET 100 0.001 0.1 125 8853 0.0 -65 0.020468373014670027 0.02312460301839041 25 TARGET 100 0.001 0.1 125 8853 0.0 -66 0.02031473533535746 0.02310179312233672 25 TARGET 100 0.001 0.1 125 8853 0.0 -67 0.02044438644741922 0.023021350219619995 25 TARGET 100 0.001 0.1 125 8853 0.0 -68 0.020269201952424716 0.023242142728783867 25 TARGET 100 0.001 0.1 125 8853 0.0 -69 0.020643340273186414 0.023092166548877052 25 TARGET 100 0.001 0.1 125 8853 0.0 -70 0.020511540361626782 0.023045862319343018 25 TARGET 100 0.001 0.1 125 8853 0.0 -71 0.020475983240262226 0.023025705789526302 25 TARGET 100 0.001 0.1 125 8853 0.0 -72 0.02025795284570869 0.023157393475147812 25 TARGET 100 0.001 0.1 125 8853 0.0 -73 0.02030595836326831 0.023037208131316936 25 TARGET 100 0.001 0.1 125 8853 0.0 -74 0.02049594027576623 0.023099186830222607 25 TARGET 100 0.001 0.1 125 8853 0.0 -75 0.020569318441379353 0.02298364062991106 25 TARGET 100 0.001 0.1 125 8853 0.0 -76 0.020469972823028412 0.023043198172341694 25 TARGET 100 0.001 0.1 125 8853 0.0 -77 0.020467818749171716 0.022967464798553425 25 TARGET 100 0.001 0.1 125 8853 0.0 -78 0.020168474680973023 0.023068196196673496 25 TARGET 100 0.001 0.1 125 8853 0.0 -79 0.020265743029789892 0.02297435952068278 25 TARGET 100 0.001 0.1 125 8853 0.0 -80 0.02015196282404039 0.023036905282148808 25 TARGET 100 0.001 0.1 125 8853 0.0 -81 0.01996818736747459 0.0229849268428304 25 TARGET 100 0.001 0.1 125 8853 0.0 -82 0.020337249428309775 0.022939010495037743 25 TARGET 100 0.001 0.1 125 8853 0.0 -83 0.020245307344654795 0.02311926151654034 25 TARGET 100 0.001 0.1 125 8853 0.0 -84 0.02025817850799071 0.023104999637739224 25 TARGET 100 0.001 0.1 125 8853 0.0 -85 0.020434128487426224 0.02300804684107954 25 TARGET 100 0.001 0.1 125 8853 0.0 -86 0.020262008451351815 0.023189030672338875 25 TARGET 100 0.001 0.1 125 8853 0.0 -87 0.020365535215747476 0.022964391716276154 25 TARGET 100 0.001 0.1 125 8853 0.0 -88 0.020179584750949532 0.023192158335763397 25 TARGET 100 0.001 0.1 125 8853 0.0 -89 0.02000819277081024 0.023197125333050888 25 TARGET 100 0.001 0.1 125 8853 0.0 -90 0.020172934116864646 0.022960680452260105 25 TARGET 100 0.001 0.1 125 8853 0.0 -91 0.02026731498000096 0.022998168133199215 25 TARGET 100 0.001 0.1 125 8853 0.0 -92 0.019872353167621173 0.023093095811253243 25 TARGET 100 0.001 0.1 125 8853 0.0 -93 0.02021720327800673 0.023066230880265885 25 TARGET 100 0.001 0.1 125 8853 0.0 -94 0.02017759853779567 0.023162913311159973 25 TARGET 100 0.001 0.1 125 8853 0.0 -95 0.0200756230150108 0.02302133402025158 25 TARGET 100 0.001 0.1 125 8853 0.0 -96 0.020088233345310496 0.023052145839866364 25 TARGET 100 0.001 0.1 125 8853 0.0 -97 0.020150951969026516 0.023005253070908966 25 TARGET 100 0.001 0.1 125 8853 0.0 -98 0.020008364356803372 0.023107193015290028 25 TARGET 100 0.001 0.1 125 8853 0.0 -99 0.020294168296110148 0.02316833222567132 25 TARGET 100 0.001 0.1 125 8853 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_25bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_25bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 1b90ca72b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_25bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07151244491062782 0.04469777508215471 25 TARGET 100 0.001 0.5 125 7259 0.0 -1 0.05022389431066987 0.03976300674857515 25 TARGET 100 0.001 0.5 125 7259 0.0 -2 0.04537739796620427 0.0343272230503234 25 TARGET 100 0.001 0.5 125 7259 0.0 -3 0.041307669722471976 0.03225413811477748 25 TARGET 100 0.001 0.5 125 7259 0.0 -4 0.03959633683415776 0.03106360049974738 25 TARGET 100 0.001 0.5 125 7259 0.0 -5 0.037518867131586024 0.03051221500517744 25 TARGET 100 0.001 0.5 125 7259 0.0 -6 0.03702341281003021 0.02963208161633123 25 TARGET 100 0.001 0.5 125 7259 0.0 -7 0.03558741069025664 0.0288611219236345 25 TARGET 100 0.001 0.5 125 7259 0.0 -8 0.034806721834371786 0.02852969489653002 25 TARGET 100 0.001 0.5 125 7259 0.0 -9 0.03453107722266656 0.027964521876790306 25 TARGET 100 0.001 0.5 125 7259 0.0 -10 0.033822167301017426 0.027731438703609234 25 TARGET 100 0.001 0.5 125 7259 0.0 -11 0.03299652752137244 0.027663245966488666 25 TARGET 100 0.001 0.5 125 7259 0.0 -12 0.03235727990428707 0.027232211873386845 25 TARGET 100 0.001 0.5 125 7259 0.0 -13 0.032547187107154214 0.027075719455200615 25 TARGET 100 0.001 0.5 125 7259 0.0 -14 0.03233023045540659 0.026861134521437412 25 TARGET 100 0.001 0.5 125 7259 0.0 -15 0.03212291258152085 0.026485038243911484 25 TARGET 100 0.001 0.5 125 7259 0.0 -16 0.03169272627731666 0.026195323800273014 25 TARGET 100 0.001 0.5 125 7259 0.0 -17 0.031690934923812995 0.026358323058847225 25 TARGET 100 0.001 0.5 125 7259 0.0 -18 0.03193789470928285 0.02617199659686197 25 TARGET 100 0.001 0.5 125 7259 0.0 -19 0.0315653057016357 0.026102976309079113 25 TARGET 100 0.001 0.5 125 7259 0.0 -20 0.0313477915388717 0.026277720335532318 25 TARGET 100 0.001 0.5 125 7259 0.0 -21 0.030749664021035034 0.02617419000263467 25 TARGET 100 0.001 0.5 125 7259 0.0 -22 0.03102883573320478 0.02613768291970094 25 TARGET 100 0.001 0.5 125 7259 0.0 -23 0.03114879930937531 0.02585639028499524 25 TARGET 100 0.001 0.5 125 7259 0.0 -24 0.0312596902044283 0.02580324187874794 25 TARGET 100 0.001 0.5 125 7259 0.0 -25 0.03097152113538198 0.025916122182300598 25 TARGET 100 0.001 0.5 125 7259 0.0 -26 0.03109672289304059 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0.025002340503940075 25 TARGET 100 0.001 0.5 125 7259 0.0 -99 0.030008889101320244 0.025041781986753147 25 TARGET 100 0.001 0.5 125 7259 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_25bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_25bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index cb312119c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_25bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.05806397843591693 0.04518750490564288 25 TARGET 100 0.001 0.0 125 5706 0.0 -1 0.038877706585909784 0.03794005010841471 25 TARGET 100 0.001 0.0 125 5706 0.0 -2 0.03373527180666876 0.03512907654724338 25 TARGET 100 0.001 0.0 125 5706 0.0 -3 0.03151651173641886 0.033437721036148796 25 TARGET 100 0.001 0.0 125 5706 0.0 -4 0.02991339713899475 0.032047971857316566 25 TARGET 100 0.001 0.0 125 5706 0.0 -5 0.028322764405798832 0.030772666531530293 25 TARGET 100 0.001 0.0 125 5706 0.0 -6 0.027077237034360768 0.029912154246686085 25 TARGET 100 0.001 0.0 125 5706 0.0 -7 0.0261762252121361 0.02921300968437484 25 TARGET 100 0.001 0.0 125 5706 0.0 -8 0.025424177532620502 0.02866189672865651 25 TARGET 100 0.001 0.0 125 5706 0.0 -9 0.02485577626661821 0.028226995897112472 25 TARGET 100 0.001 0.0 125 5706 0.0 -10 0.024332096856651886 0.02787037193775177 25 TARGET 100 0.001 0.0 125 5706 0.0 -11 0.02388863376520499 0.027562236752022396 25 TARGET 100 0.001 0.0 125 5706 0.0 -12 0.02345447633917183 0.027256925138785984 25 TARGET 100 0.001 0.0 125 5706 0.0 -13 0.023091937920160167 0.027043652015201973 25 TARGET 100 0.001 0.0 125 5706 0.0 -14 0.022783492061525884 0.026849317392616562 25 TARGET 100 0.001 0.0 125 5706 0.0 -15 0.022471225610385438 0.026680341244421223 25 TARGET 100 0.001 0.0 125 5706 0.0 -16 0.022197365440955064 0.02647478909542163 25 TARGET 100 0.001 0.0 125 5706 0.0 -17 0.02197321571773451 0.02632503564271963 25 TARGET 100 0.001 0.0 125 5706 0.0 -18 0.02172335695713658 0.026210326306296116 25 TARGET 100 0.001 0.0 125 5706 0.0 -19 0.02153942485963957 0.02610966453159397 25 TARGET 100 0.001 0.0 125 5706 0.0 -20 0.021336979762672976 0.02604375717540582 25 TARGET 100 0.001 0.0 125 5706 0.0 -21 0.021139144154284337 0.02589920758636612 25 TARGET 100 0.001 0.0 125 5706 0.0 -22 0.02101728021283242 0.02582052894726847 25 TARGET 100 0.001 0.0 125 5706 0.0 -23 0.0208204853495815 0.025683731630896076 25 TARGET 100 0.001 0.0 125 5706 0.0 -24 0.020663696767680772 0.02556091405902848 25 TARGET 100 0.001 0.0 125 5706 0.0 -25 0.02049534538641622 0.025458472865549 25 TARGET 100 0.001 0.0 125 5706 0.0 -26 0.020359678730142838 0.025365661632156734 25 TARGET 100 0.001 0.0 125 5706 0.0 -27 0.020248245805351422 0.025332088553995796 25 TARGET 100 0.001 0.0 125 5706 0.0 -28 0.02010055476492302 0.025234726144734657 25 TARGET 100 0.001 0.0 125 5706 0.0 -29 0.019970961310195202 0.025151459161530842 25 TARGET 100 0.001 0.0 125 5706 0.0 -30 0.019875424879568594 0.025178977231861965 25 TARGET 100 0.001 0.0 125 5706 0.0 -31 0.019755529678781025 0.025083454918454994 25 TARGET 100 0.001 0.0 125 5706 0.0 -32 0.01966531111259854 0.025035298147210568 25 TARGET 100 0.001 0.0 125 5706 0.0 -33 0.019578069216424368 0.025052689156974808 25 TARGET 100 0.001 0.0 125 5706 0.0 -34 0.019478775410339086 0.024992222474379974 25 TARGET 100 0.001 0.0 125 5706 0.0 -35 0.019384453941751208 0.02494911572924166 25 TARGET 100 0.001 0.0 125 5706 0.0 -36 0.019303018456130517 0.02484769176578883 25 TARGET 100 0.001 0.0 125 5706 0.0 -37 0.01920917401284682 0.02477627823298628 25 TARGET 100 0.001 0.0 125 5706 0.0 -38 0.019130539450079503 0.02471550943499262 25 TARGET 100 0.001 0.0 125 5706 0.0 -39 0.019085011372863243 0.02470841199498285 25 TARGET 100 0.001 0.0 125 5706 0.0 -40 0.019009751797675684 0.02469669829941157 25 TARGET 100 0.001 0.0 125 5706 0.0 -41 0.018970673631011237 0.024713877870729477 25 TARGET 100 0.001 0.0 125 5706 0.0 -42 0.018902128245618807 0.024689983802311348 25 TARGET 100 0.001 0.0 125 5706 0.0 -43 0.018821499301026567 0.02462825043634935 25 TARGET 100 0.001 0.0 125 5706 0.0 -44 0.01877014093753264 0.02462235903085181 25 TARGET 100 0.001 0.0 125 5706 0.0 -45 0.018756767647083762 0.02462223795891711 25 TARGET 100 0.001 0.0 125 5706 0.0 -46 0.018724913655557618 0.0246268944871245 25 TARGET 100 0.001 0.0 125 5706 0.0 -47 0.018665734794530202 0.024575748001084183 25 TARGET 100 0.001 0.0 125 5706 0.0 -48 0.018610278357710903 0.024570224214006554 25 TARGET 100 0.001 0.0 125 5706 0.0 -49 0.018580611904938815 0.02454043518413197 25 TARGET 100 0.001 0.0 125 5706 0.0 -50 0.01852953035434589 0.02456643223536737 25 TARGET 100 0.001 0.0 125 5706 0.0 -51 0.018481001483671593 0.024482011653934464 25 TARGET 100 0.001 0.0 125 5706 0.0 -52 0.018459366082593246 0.024500366328566364 25 TARGET 100 0.001 0.0 125 5706 0.0 -53 0.018437903700553208 0.024549265900118786 25 TARGET 100 0.001 0.0 125 5706 0.0 -54 0.01839891574361208 0.024465376680547542 25 TARGET 100 0.001 0.0 125 5706 0.0 -55 0.018359583006036604 0.024439003741876644 25 TARGET 100 0.001 0.0 125 5706 0.0 -56 0.01834531785035976 0.02451828881307985 25 TARGET 100 0.001 0.0 125 5706 0.0 -57 0.018351076293097 0.024412983153579815 25 TARGET 100 0.001 0.0 125 5706 0.0 -58 0.018272144597663423 0.024389733278164356 25 TARGET 100 0.001 0.0 125 5706 0.0 -59 0.018218138775716125 0.02443946274279645 25 TARGET 100 0.001 0.0 125 5706 0.0 -60 0.01820762865621634 0.02437103615904396 25 TARGET 100 0.001 0.0 125 5706 0.0 -61 0.01819303083023439 0.02439610899962259 25 TARGET 100 0.001 0.0 125 5706 0.0 -62 0.018134663047689178 0.02435821873333418 25 TARGET 100 0.001 0.0 125 5706 0.0 -63 0.018122787963636595 0.0243451442908157 25 TARGET 100 0.001 0.0 125 5706 0.0 -64 0.01809398855336688 0.024326145620734402 25 TARGET 100 0.001 0.0 125 5706 0.0 -65 0.018065945135573747 0.024330353336126515 25 TARGET 100 0.001 0.0 125 5706 0.0 -66 0.01804490811395324 0.02432883863873554 25 TARGET 100 0.001 0.0 125 5706 0.0 -67 0.018026088756393104 0.024250665369133156 25 TARGET 100 0.001 0.0 125 5706 0.0 -68 0.017982425509955144 0.024332090591390926 25 TARGET 100 0.001 0.0 125 5706 0.0 -69 0.017958805015191485 0.02429970760237087 25 TARGET 100 0.001 0.0 125 5706 0.0 -70 0.017941279399525438 0.024350635001830982 25 TARGET 100 0.001 0.0 125 5706 0.0 -71 0.017931210817863242 0.02429961542965788 25 TARGET 100 0.001 0.0 125 5706 0.0 -72 0.017892601833951593 0.02428885010268652 25 TARGET 100 0.001 0.0 125 5706 0.0 -73 0.01790497246000803 0.02428594460202889 25 TARGET 100 0.001 0.0 125 5706 0.0 -74 0.01785243203493481 0.024250964436567192 25 TARGET 100 0.001 0.0 125 5706 0.0 -75 0.0178278963291635 0.024247308854352344 25 TARGET 100 0.001 0.0 125 5706 0.0 -76 0.017823554666380487 0.024182270450348205 25 TARGET 100 0.001 0.0 125 5706 0.0 -77 0.01779325378851758 0.024233682052881428 25 TARGET 100 0.001 0.0 125 5706 0.0 -78 0.01779965744338152 0.024257831416572586 25 TARGET 100 0.001 0.0 125 5706 0.0 -79 0.017798270214888383 0.024301229496345375 25 TARGET 100 0.001 0.0 125 5706 0.0 -80 0.01779496920160222 0.024238563509601536 25 TARGET 100 0.001 0.0 125 5706 0.0 -81 0.017772266550321974 0.024283802023891247 25 TARGET 100 0.001 0.0 125 5706 0.0 -82 0.0177691600721342 0.024261282813368423 25 TARGET 100 0.001 0.0 125 5706 0.0 -83 0.017750124262037502 0.024213589219884438 25 TARGET 100 0.001 0.0 125 5706 0.0 -84 0.017733338687205155 0.02422208573217645 25 TARGET 100 0.001 0.0 125 5706 0.0 -85 0.017695830445046776 0.024167260211525543 25 TARGET 100 0.001 0.0 125 5706 0.0 -86 0.01768197732748658 0.02420183082082958 25 TARGET 100 0.001 0.0 125 5706 0.0 -87 0.01769093285167358 0.024168322935248867 25 TARGET 100 0.001 0.0 125 5706 0.0 -88 0.017666959479727126 0.024220021667354034 25 TARGET 100 0.001 0.0 125 5706 0.0 -89 0.017650643492161423 0.024206015281379223 25 TARGET 100 0.001 0.0 125 5706 0.0 -90 0.017612087788054037 0.024198404343968086 25 TARGET 100 0.001 0.0 125 5706 0.0 -91 0.01761098435267756 0.0242445126288768 25 TARGET 100 0.001 0.0 125 5706 0.0 -92 0.01760265142703899 0.02417141678884174 25 TARGET 100 0.001 0.0 125 5706 0.0 -93 0.017578188847336505 0.024176075123250484 25 TARGET 100 0.001 0.0 125 5706 0.0 -94 0.01754452285955751 0.024180422875691544 25 TARGET 100 0.001 0.0 125 5706 0.0 -95 0.017567569788181622 0.024154673358707718 25 TARGET 100 0.001 0.0 125 5706 0.0 -96 0.01754188850233551 0.02418198724361983 25 TARGET 100 0.001 0.0 125 5706 0.0 -97 0.017525043012417526 0.02422381734306162 25 TARGET 100 0.001 0.0 125 5706 0.0 -98 0.017493488151040744 0.02428343017218691 25 TARGET 100 0.001 0.0 125 5706 0.0 -99 0.017481556184188486 0.024272932529901012 25 TARGET 100 0.001 0.0 125 5706 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_50bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_50bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index e38ab4e64..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_50bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07270882006496292 0.04799374362284487 50 TARGET 100 0.001 0.1 125 4606 0.0 -1 0.0466786476372669 0.04199377052260168 50 TARGET 100 0.001 0.1 125 4606 0.0 -2 0.04239395729921482 0.03744390618168947 50 TARGET 100 0.001 0.1 125 4606 0.0 -3 0.03867649700906542 0.03378967534412037 50 TARGET 100 0.001 0.1 125 4606 0.0 -4 0.035893203935237844 0.03186550115545591 50 TARGET 100 0.001 0.1 125 4606 0.0 -5 0.03391705859163995 0.030658023544784748 50 TARGET 100 0.001 0.1 125 4606 0.0 -6 0.03250921030312476 0.029705662844759045 50 TARGET 100 0.001 0.1 125 4606 0.0 -7 0.03145179097299223 0.028976921556573925 50 TARGET 100 0.001 0.1 125 4606 0.0 -8 0.030348478336677406 0.028285747901959854 50 TARGET 100 0.001 0.1 125 4606 0.0 -9 0.029504338216651167 0.027543869772643753 50 TARGET 100 0.001 0.1 125 4606 0.0 -10 0.028660143277159444 0.027046165457277588 50 TARGET 100 0.001 0.1 125 4606 0.0 -11 0.028089879801879426 0.02646892218653 50 TARGET 100 0.001 0.1 125 4606 0.0 -12 0.02738145685532077 0.025937548528114956 50 TARGET 100 0.001 0.1 125 4606 0.0 -13 0.02696602689948949 0.02556964111599055 50 TARGET 100 0.001 0.1 125 4606 0.0 -14 0.026470650627155496 0.025254691301873237 50 TARGET 100 0.001 0.1 125 4606 0.0 -15 0.025975982059633692 0.02487868826949235 50 TARGET 100 0.001 0.1 125 4606 0.0 -16 0.025711581894895846 0.024731871361533802 50 TARGET 100 0.001 0.1 125 4606 0.0 -17 0.025417404776119222 0.02456870200959119 50 TARGET 100 0.001 0.1 125 4606 0.0 -18 0.024882320132771325 0.02440776365498702 50 TARGET 100 0.001 0.1 125 4606 0.0 -19 0.024753673252985133 0.024220590620781437 50 TARGET 100 0.001 0.1 125 4606 0.0 -20 0.02465168166566979 0.0240582815851226 50 TARGET 100 0.001 0.1 125 4606 0.0 -21 0.024457128436276405 0.024037752864938793 50 TARGET 100 0.001 0.1 125 4606 0.0 -22 0.024220700629732826 0.023773947222666306 50 TARGET 100 0.001 0.1 125 4606 0.0 -23 0.023988403122784312 0.023727953829097027 50 TARGET 100 0.001 0.1 125 4606 0.0 -24 0.023809488856481383 0.023572585235039394 50 TARGET 100 0.001 0.1 125 4606 0.0 -25 0.02363244957143209 0.023498569135413025 50 TARGET 100 0.001 0.1 125 4606 0.0 -26 0.023594680947787834 0.023478146981109272 50 TARGET 100 0.001 0.1 125 4606 0.0 -27 0.023263133497852268 0.023269823611234173 50 TARGET 100 0.001 0.1 125 4606 0.0 -28 0.0232896740087355 0.023268909616903824 50 TARGET 100 0.001 0.1 125 4606 0.0 -29 0.023088454359809957 0.023231872272762386 50 TARGET 100 0.001 0.1 125 4606 0.0 -30 0.023111788875827887 0.023175655666625862 50 TARGET 100 0.001 0.1 125 4606 0.0 -31 0.023001518928342395 0.02307229827750813 50 TARGET 100 0.001 0.1 125 4606 0.0 -32 0.02286439622291411 0.02303365855054422 50 TARGET 100 0.001 0.1 125 4606 0.0 -33 0.02272506652757375 0.022906546226956627 50 TARGET 100 0.001 0.1 125 4606 0.0 -34 0.022403013883064492 0.022969235355655353 50 TARGET 100 0.001 0.1 125 4606 0.0 -35 0.022556588172862425 0.022959539328109135 50 TARGET 100 0.001 0.1 125 4606 0.0 -36 0.02233407211173263 0.022823442394534748 50 TARGET 100 0.001 0.1 125 4606 0.0 -37 0.022252433861195037 0.022756160434448357 50 TARGET 100 0.001 0.1 125 4606 0.0 -38 0.022299877440036347 0.022716431963172825 50 TARGET 100 0.001 0.1 125 4606 0.0 -39 0.022138727966834 0.022666169161146336 50 TARGET 100 0.001 0.1 125 4606 0.0 -40 0.022012092010039674 0.022716253995895386 50 TARGET 100 0.001 0.1 125 4606 0.0 -41 0.021849935435335643 0.022787402073542278 50 TARGET 100 0.001 0.1 125 4606 0.0 -42 0.021989981784965053 0.022683202994592262 50 TARGET 100 0.001 0.1 125 4606 0.0 -43 0.021863798639087967 0.022637163091338043 50 TARGET 100 0.001 0.1 125 4606 0.0 -44 0.02170718846974349 0.02269212608084534 50 TARGET 100 0.001 0.1 125 4606 0.0 -45 0.021720542193011002 0.02259734786595359 50 TARGET 100 0.001 0.1 125 4606 0.0 -46 0.0215886610964633 0.022543336067235832 50 TARGET 100 0.001 0.1 125 4606 0.0 -47 0.02143876588831245 0.02251061097239003 50 TARGET 100 0.001 0.1 125 4606 0.0 -48 0.021482219530727327 0.022479002448645504 50 TARGET 100 0.001 0.1 125 4606 0.0 -49 0.02122341193609968 0.022484472077904327 50 TARGET 100 0.001 0.1 125 4606 0.0 -50 0.021362604197077077 0.022460086609829556 50 TARGET 100 0.001 0.1 125 4606 0.0 -51 0.021249225419579132 0.022459718709190685 50 TARGET 100 0.001 0.1 125 4606 0.0 -52 0.021273920262351583 0.022367658206459248 50 TARGET 100 0.001 0.1 125 4606 0.0 -53 0.021073207666827774 0.022363324452078705 50 TARGET 100 0.001 0.1 125 4606 0.0 -54 0.0211338533985394 0.022303403214071735 50 TARGET 100 0.001 0.1 125 4606 0.0 -55 0.021129387045147444 0.022392094586834763 50 TARGET 100 0.001 0.1 125 4606 0.0 -56 0.021119561479097666 0.022331664677370678 50 TARGET 100 0.001 0.1 125 4606 0.0 -57 0.020979114942980135 0.022292825252269253 50 TARGET 100 0.001 0.1 125 4606 0.0 -58 0.02103982603033183 0.02232825631896655 50 TARGET 100 0.001 0.1 125 4606 0.0 -59 0.020855595548997824 0.022256039083003998 50 TARGET 100 0.001 0.1 125 4606 0.0 -60 0.020761715204326393 0.022256395977103348 50 TARGET 100 0.001 0.1 125 4606 0.0 -61 0.02088163314569077 0.022351570201642586 50 TARGET 100 0.001 0.1 125 4606 0.0 -62 0.020616271222631138 0.022186520086093384 50 TARGET 100 0.001 0.1 125 4606 0.0 -63 0.020628804096368827 0.0222260272977027 50 TARGET 100 0.001 0.1 125 4606 0.0 -64 0.020658299853705396 0.0222832252920577 50 TARGET 100 0.001 0.1 125 4606 0.0 -65 0.020581384844802045 0.022185731001875618 50 TARGET 100 0.001 0.1 125 4606 0.0 -66 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0.02027384953115524 0.022327214987440544 50 TARGET 100 0.001 0.1 125 4606 0.0 -79 0.020185887587792946 0.022144654201287212 50 TARGET 100 0.001 0.1 125 4606 0.0 -80 0.020394111961527704 0.02209979510217002 50 TARGET 100 0.001 0.1 125 4606 0.0 -81 0.020079822577410675 0.02209434782465299 50 TARGET 100 0.001 0.1 125 4606 0.0 -82 0.02015113049133458 0.022155632293134025 50 TARGET 100 0.001 0.1 125 4606 0.0 -83 0.02010707801163999 0.022142173383723606 50 TARGET 100 0.001 0.1 125 4606 0.0 -84 0.020128275383803178 0.022190787970568195 50 TARGET 100 0.001 0.1 125 4606 0.0 -85 0.02010362853079733 0.022102744516098137 50 TARGET 100 0.001 0.1 125 4606 0.0 -86 0.02018779790913216 0.022135295086737835 50 TARGET 100 0.001 0.1 125 4606 0.0 -87 0.020110065738360088 0.02212255803698843 50 TARGET 100 0.001 0.1 125 4606 0.0 -88 0.019873793026814957 0.022133830088106068 50 TARGET 100 0.001 0.1 125 4606 0.0 -89 0.020137414938271647 0.022187834944237362 50 TARGET 100 0.001 0.1 125 4606 0.0 -90 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0.03395910403042129 50 TARGET 100 0.001 0.5 125 8830 0.0 -8 0.03826816605799126 0.03299472571322412 50 TARGET 100 0.001 0.5 125 8830 0.0 -9 0.03770544738681228 0.032541862039855034 50 TARGET 100 0.001 0.5 125 8830 0.0 -10 0.03646370098747388 0.03204964609308676 50 TARGET 100 0.001 0.5 125 8830 0.0 -11 0.03620852247783632 0.031746677828557564 50 TARGET 100 0.001 0.5 125 8830 0.0 -12 0.03536426727518891 0.031174175102602352 50 TARGET 100 0.001 0.5 125 8830 0.0 -13 0.03508945826679368 0.03098145059563897 50 TARGET 100 0.001 0.5 125 8830 0.0 -14 0.0346458670416665 0.03034160630495259 50 TARGET 100 0.001 0.5 125 8830 0.0 -15 0.03435820747505535 0.03020626131558057 50 TARGET 100 0.001 0.5 125 8830 0.0 -16 0.034275236530135374 0.029839208123810364 50 TARGET 100 0.001 0.5 125 8830 0.0 -17 0.033897498641351255 0.02958313849839297 50 TARGET 100 0.001 0.5 125 8830 0.0 -18 0.03336485359905545 0.02946091855339932 50 TARGET 100 0.001 0.5 125 8830 0.0 -19 0.03298216569002228 0.02908139359770399 50 TARGET 100 0.001 0.5 125 8830 0.0 -20 0.032565831567352065 0.02903393023844921 50 TARGET 100 0.001 0.5 125 8830 0.0 -21 0.032908141851324825 0.02877943285486915 50 TARGET 100 0.001 0.5 125 8830 0.0 -22 0.03261345103132203 0.02870058753725254 50 TARGET 100 0.001 0.5 125 8830 0.0 -23 0.03254111792252521 0.028719419557036774 50 TARGET 100 0.001 0.5 125 8830 0.0 -24 0.03209744447133557 0.028448730650724785 50 TARGET 100 0.001 0.5 125 8830 0.0 -25 0.03204139671993978 0.028450809080492367 50 TARGET 100 0.001 0.5 125 8830 0.0 -26 0.03179377364465082 0.02816348240682573 50 TARGET 100 0.001 0.5 125 8830 0.0 -27 0.031948874281211334 0.028070002455602993 50 TARGET 100 0.001 0.5 125 8830 0.0 -28 0.03163240952824904 0.027847692652633697 50 TARGET 100 0.001 0.5 125 8830 0.0 -29 0.03185026269870174 0.02765966139056466 50 TARGET 100 0.001 0.5 125 8830 0.0 -30 0.03161449471381979 0.02768991616639224 50 TARGET 100 0.001 0.5 125 8830 0.0 -31 0.031240779580391616 0.02761805480854078 50 TARGET 100 0.001 0.5 125 8830 0.0 -32 0.031211552815355034 0.02748411532604333 50 TARGET 100 0.001 0.5 125 8830 0.0 -33 0.031188448521023246 0.027450818907130848 50 TARGET 100 0.001 0.5 125 8830 0.0 -34 0.031045816462449354 0.02725235124429067 50 TARGET 100 0.001 0.5 125 8830 0.0 -35 0.030973943552435046 0.02720592362862645 50 TARGET 100 0.001 0.5 125 8830 0.0 -36 0.030938667982114285 0.027301953597502274 50 TARGET 100 0.001 0.5 125 8830 0.0 -37 0.030665201319989933 0.027095114304260773 50 TARGET 100 0.001 0.5 125 8830 0.0 -38 0.031056396895235636 0.027274469083005733 50 TARGET 100 0.001 0.5 125 8830 0.0 -39 0.030650732129410864 0.027317713889660256 50 TARGET 100 0.001 0.5 125 8830 0.0 -40 0.030330709761842736 0.02703784496495218 50 TARGET 100 0.001 0.5 125 8830 0.0 -41 0.030510599483494407 0.02709900113669309 50 TARGET 100 0.001 0.5 125 8830 0.0 -42 0.03046818043697964 0.02710642140697349 50 TARGET 100 0.001 0.5 125 8830 0.0 -43 0.03041707108468319 0.027150325759342224 50 TARGET 100 0.001 0.5 125 8830 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0.0298142487038968 0.02675860956537001 50 TARGET 100 0.001 0.5 125 8830 0.0 -57 0.029677343181638605 0.02633109891956503 50 TARGET 100 0.001 0.5 125 8830 0.0 -58 0.03002915020266968 0.026393463214238484 50 TARGET 100 0.001 0.5 125 8830 0.0 -59 0.029605778373200886 0.02626398555708654 50 TARGET 100 0.001 0.5 125 8830 0.0 -60 0.03031915881567531 0.026179163067629845 50 TARGET 100 0.001 0.5 125 8830 0.0 -61 0.029675730519774384 0.026270968557307213 50 TARGET 100 0.001 0.5 125 8830 0.0 -62 0.02959057878740508 0.02624959707485907 50 TARGET 100 0.001 0.5 125 8830 0.0 -63 0.029511726564831205 0.026070875256802097 50 TARGET 100 0.001 0.5 125 8830 0.0 -64 0.029569977932054587 0.026358023455197162 50 TARGET 100 0.001 0.5 125 8830 0.0 -65 0.029865005182146222 0.0261841228965557 50 TARGET 100 0.001 0.5 125 8830 0.0 -66 0.029734203334809955 0.026088744684150726 50 TARGET 100 0.001 0.5 125 8830 0.0 -67 0.029486390464133285 0.026230020787228237 50 TARGET 100 0.001 0.5 125 8830 0.0 -68 0.029776031728394905 0.026341992515054615 50 TARGET 100 0.001 0.5 125 8830 0.0 -69 0.029649831812439943 0.026318451220338993 50 TARGET 100 0.001 0.5 125 8830 0.0 -70 0.029603867299277775 0.026195444787542026 50 TARGET 100 0.001 0.5 125 8830 0.0 -71 0.02970342639118734 0.025966581239393265 50 TARGET 100 0.001 0.5 125 8830 0.0 -72 0.029940397350073665 0.025878636730891285 50 TARGET 100 0.001 0.5 125 8830 0.0 -73 0.029549842932408907 0.025969036826581665 50 TARGET 100 0.001 0.5 125 8830 0.0 -74 0.02928989183671948 0.026143627579916607 50 TARGET 100 0.001 0.5 125 8830 0.0 -75 0.029918475176900727 0.026152731004086407 50 TARGET 100 0.001 0.5 125 8830 0.0 -76 0.02925416048277508 0.026076471320155895 50 TARGET 100 0.001 0.5 125 8830 0.0 -77 0.02954762045181159 0.025953151962973854 50 TARGET 100 0.001 0.5 125 8830 0.0 -78 0.029524325897998683 0.026077842565648483 50 TARGET 100 0.001 0.5 125 8830 0.0 -79 0.029468764917868557 0.026137100024656815 50 TARGET 100 0.001 0.5 125 8830 0.0 -80 0.02962638356218033 0.025961506660237457 50 TARGET 100 0.001 0.5 125 8830 0.0 -81 0.029334196902385062 0.02591754033258467 50 TARGET 100 0.001 0.5 125 8830 0.0 -82 0.02941226269987095 0.02601753451833219 50 TARGET 100 0.001 0.5 125 8830 0.0 -83 0.029384146986987054 0.025931208930683857 50 TARGET 100 0.001 0.5 125 8830 0.0 -84 0.029464746583943015 0.026012961837378414 50 TARGET 100 0.001 0.5 125 8830 0.0 -85 0.029159164495189183 0.025963072072375904 50 TARGET 100 0.001 0.5 125 8830 0.0 -86 0.029544288054208966 0.02605836686085571 50 TARGET 100 0.001 0.5 125 8830 0.0 -87 0.029542222393281532 0.026058317585424942 50 TARGET 100 0.001 0.5 125 8830 0.0 -88 0.029394560960758015 0.025999742249647777 50 TARGET 100 0.001 0.5 125 8830 0.0 -89 0.02969365250256527 0.025721763119553074 50 TARGET 100 0.001 0.5 125 8830 0.0 -90 0.02986459869903948 0.025852824250857036 50 TARGET 100 0.001 0.5 125 8830 0.0 -91 0.029519775763204203 0.025873300534757702 50 TARGET 100 0.001 0.5 125 8830 0.0 -92 0.028936730396717486 0.025541564111005177 50 TARGET 100 0.001 0.5 125 8830 0.0 -93 0.029402627807223435 0.025995453142307022 50 TARGET 100 0.001 0.5 125 8830 0.0 -94 0.02966175243408993 0.025845534591512245 50 TARGET 100 0.001 0.5 125 8830 0.0 -95 0.02957862406116142 0.025888280209266777 50 TARGET 100 0.001 0.5 125 8830 0.0 -96 0.029790677901620818 0.02582693054820552 50 TARGET 100 0.001 0.5 125 8830 0.0 -97 0.02953232142459664 0.025935022047523296 50 TARGET 100 0.001 0.5 125 8830 0.0 -98 0.029722531153647987 0.02603712926308314 50 TARGET 100 0.001 0.5 125 8830 0.0 -99 0.02931333848773831 0.025800257300337155 50 TARGET 100 0.001 0.5 125 8830 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_50bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_50bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index 46431dba8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_125z_0.001lr_50bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07107482831737008 0.0458272181902871 50 TARGET 100 0.001 0.0 125 7402 0.0 -1 0.04469717927402519 0.04042498078761679 50 TARGET 100 0.001 0.0 125 7402 0.0 -2 0.04007251120426438 0.03671232509342107 50 TARGET 100 0.001 0.0 125 7402 0.0 -3 0.03584618778642179 0.03416011742118633 50 TARGET 100 0.001 0.0 125 7402 0.0 -4 0.033587212821700754 0.032836569981141525 50 TARGET 100 0.001 0.0 125 7402 0.0 -5 0.03204068504524753 0.031616668583768784 50 TARGET 100 0.001 0.0 125 7402 0.0 -6 0.030651381966792776 0.03051168584462368 50 TARGET 100 0.001 0.0 125 7402 0.0 -7 0.029432934643042207 0.02956466568690358 50 TARGET 100 0.001 0.0 125 7402 0.0 -8 0.028465558909607256 0.028815377616521084 50 TARGET 100 0.001 0.0 125 7402 0.0 -9 0.027618944105576186 0.027971298462062172 50 TARGET 100 0.001 0.0 125 7402 0.0 -10 0.026890106492923567 0.02723555684541211 50 TARGET 100 0.001 0.0 125 7402 0.0 -11 0.026275796088255213 0.026659279892390423 50 TARGET 100 0.001 0.0 125 7402 0.0 -12 0.025776335298513323 0.02630059387196194 50 TARGET 100 0.001 0.0 125 7402 0.0 -13 0.025332527084633558 0.025867194896846107 50 TARGET 100 0.001 0.0 125 7402 0.0 -14 0.024900951733191807 0.025508641519329765 50 TARGET 100 0.001 0.0 125 7402 0.0 -15 0.024509022275757308 0.02522335331322569 50 TARGET 100 0.001 0.0 125 7402 0.0 -16 0.024158989891460047 0.024943200363354248 50 TARGET 100 0.001 0.0 125 7402 0.0 -17 0.02381647728157766 0.02463768958819635 50 TARGET 100 0.001 0.0 125 7402 0.0 -18 0.02350949888001588 0.02444510788402774 50 TARGET 100 0.001 0.0 125 7402 0.0 -19 0.023250491154514982 0.02430434191994595 50 TARGET 100 0.001 0.0 125 7402 0.0 -20 0.02297111376116573 0.02411373191033349 50 TARGET 100 0.001 0.0 125 7402 0.0 -21 0.022731142538765865 0.023941630215355843 50 TARGET 100 0.001 0.0 125 7402 0.0 -22 0.022523584628245646 0.02384182528564424 50 TARGET 100 0.001 0.0 125 7402 0.0 -23 0.02231326193144225 0.02374702511411725 50 TARGET 100 0.001 0.0 125 7402 0.0 -24 0.02211875952654816 0.02364853566343134 50 TARGET 100 0.001 0.0 125 7402 0.0 -25 0.02193375908917048 0.02349330129271204 50 TARGET 100 0.001 0.0 125 7402 0.0 -26 0.021741772522077416 0.023407168065508206 50 TARGET 100 0.001 0.0 125 7402 0.0 -27 0.02154858582198419 0.023296188563108444 50 TARGET 100 0.001 0.0 125 7402 0.0 -28 0.021390425480325215 0.023196463670694466 50 TARGET 100 0.001 0.0 125 7402 0.0 -29 0.0212495502347898 0.023104100064797836 50 TARGET 100 0.001 0.0 125 7402 0.0 -30 0.02109577150557579 0.02304969124044433 50 TARGET 100 0.001 0.0 125 7402 0.0 -31 0.020932591862048364 0.022985889435266003 50 TARGET 100 0.001 0.0 125 7402 0.0 -32 0.02078233910128725 0.022922341909372444 50 TARGET 100 0.001 0.0 125 7402 0.0 -33 0.020669893270690836 0.02288542908023704 50 TARGET 100 0.001 0.0 125 7402 0.0 -34 0.020536595974305665 0.022772076737248535 50 TARGET 100 0.001 0.0 125 7402 0.0 -35 0.02041655618333656 0.022741768339818173 50 TARGET 100 0.001 0.0 125 7402 0.0 -36 0.02027281967026216 0.022707120882290783 50 TARGET 100 0.001 0.0 125 7402 0.0 -37 0.020178572704344488 0.022611983967098324 50 TARGET 100 0.001 0.0 125 7402 0.0 -38 0.0200425562282604 0.022574271047205635 50 TARGET 100 0.001 0.0 125 7402 0.0 -39 0.019938997435148317 0.02256912247023799 50 TARGET 100 0.001 0.0 125 7402 0.0 -40 0.019838809841610367 0.022513826857462074 50 TARGET 100 0.001 0.0 125 7402 0.0 -41 0.019727105030206717 0.02243570074664824 50 TARGET 100 0.001 0.0 125 7402 0.0 -42 0.019619896794710094 0.02240810797295787 50 TARGET 100 0.001 0.0 125 7402 0.0 -43 0.0195445345169065 0.0224104905783227 50 TARGET 100 0.001 0.0 125 7402 0.0 -44 0.019472930944126464 0.022322032487753666 50 TARGET 100 0.001 0.0 125 7402 0.0 -45 0.01934104797866208 0.022327914946910107 50 TARGET 100 0.001 0.0 125 7402 0.0 -46 0.01928886357280943 0.02229085773455374 50 TARGET 100 0.001 0.0 125 7402 0.0 -47 0.019202079649023738 0.02223131371041139 50 TARGET 100 0.001 0.0 125 7402 0.0 -48 0.01909680457578765 0.022210691914413914 50 TARGET 100 0.001 0.0 125 7402 0.0 -49 0.01900992854200429 0.022194722949555427 50 TARGET 100 0.001 0.0 125 7402 0.0 -50 0.018933933221982786 0.022112369085803177 50 TARGET 100 0.001 0.0 125 7402 0.0 -51 0.018830562863335867 0.02213126426619111 50 TARGET 100 0.001 0.0 125 7402 0.0 -52 0.018776997346870026 0.02207382745815046 50 TARGET 100 0.001 0.0 125 7402 0.0 -53 0.018705684860998936 0.02206959394794522 50 TARGET 100 0.001 0.0 125 7402 0.0 -54 0.01865566967788971 0.02202827353594881 50 TARGET 100 0.001 0.0 125 7402 0.0 -55 0.018575128757391715 0.022029790519313378 50 TARGET 100 0.001 0.0 125 7402 0.0 -56 0.018514233450044687 0.021975482390685516 50 TARGET 100 0.001 0.0 125 7402 0.0 -57 0.018456400312508395 0.021982460310964874 50 TARGET 100 0.001 0.0 125 7402 0.0 -58 0.018405414057851642 0.02192042051165393 50 TARGET 100 0.001 0.0 125 7402 0.0 -59 0.018312364804122586 0.021919084825750553 50 TARGET 100 0.001 0.0 125 7402 0.0 -60 0.01825732580991305 0.021886263889345257 50 TARGET 100 0.001 0.0 125 7402 0.0 -61 0.01820406757345304 0.021855957354560043 50 TARGET 100 0.001 0.0 125 7402 0.0 -62 0.01815505681390112 0.021842297223029716 50 TARGET 100 0.001 0.0 125 7402 0.0 -63 0.018111421579263026 0.021847072650085796 50 TARGET 100 0.001 0.0 125 7402 0.0 -64 0.018052355245207295 0.021816402447946144 50 TARGET 100 0.001 0.0 125 7402 0.0 -65 0.018012295712274733 0.02186102092717633 50 TARGET 100 0.001 0.0 125 7402 0.0 -66 0.017999733393692006 0.021836675759969337 50 TARGET 100 0.001 0.0 125 7402 0.0 -67 0.017935180572498127 0.021817238888505733 50 TARGET 100 0.001 0.0 125 7402 0.0 -68 0.017900665713982147 0.02175670692866499 50 TARGET 100 0.001 0.0 125 7402 0.0 -69 0.0178496578601675 0.02176197770644318 50 TARGET 100 0.001 0.0 125 7402 0.0 -70 0.01779989674938247 0.021718246749404705 50 TARGET 100 0.001 0.0 125 7402 0.0 -71 0.01776088801798997 0.021716684103012085 50 TARGET 100 0.001 0.0 125 7402 0.0 -72 0.01773103422513514 0.02173336465476137 50 TARGET 100 0.001 0.0 125 7402 0.0 -73 0.017684179624724468 0.021722426412231995 50 TARGET 100 0.001 0.0 125 7402 0.0 -74 0.017635539619358702 0.021684928712519733 50 TARGET 100 0.001 0.0 125 7402 0.0 -75 0.017629709985320416 0.021701951652313724 50 TARGET 100 0.001 0.0 125 7402 0.0 -76 0.017594688537496107 0.021640015145142872 50 TARGET 100 0.001 0.0 125 7402 0.0 -77 0.017558024330723166 0.02166353662808736 50 TARGET 100 0.001 0.0 125 7402 0.0 -78 0.017502493748711014 0.021643248358459183 50 TARGET 100 0.001 0.0 125 7402 0.0 -79 0.01747576509812464 0.021633613007989796 50 TARGET 100 0.001 0.0 125 7402 0.0 -80 0.017441025906891533 0.02165265878041585 50 TARGET 100 0.001 0.0 125 7402 0.0 -81 0.017406117597513326 0.021581041598410317 50 TARGET 100 0.001 0.0 125 7402 0.0 -82 0.017357338194794927 0.021563745244885937 50 TARGET 100 0.001 0.0 125 7402 0.0 -83 0.017327055968469642 0.02154562170758392 50 TARGET 100 0.001 0.0 125 7402 0.0 -84 0.017316128130412663 0.021594456368775078 50 TARGET 100 0.001 0.0 125 7402 0.0 -85 0.017299675523783222 0.021609916831507828 50 TARGET 100 0.001 0.0 125 7402 0.0 -86 0.017272820752678497 0.021623038884365196 50 TARGET 100 0.001 0.0 125 7402 0.0 -87 0.017236756386630463 0.02157030881128528 50 TARGET 100 0.001 0.0 125 7402 0.0 -88 0.01721980686139579 0.02156480181623589 50 TARGET 100 0.001 0.0 125 7402 0.0 -89 0.01720464732560646 0.021538673476739364 50 TARGET 100 0.001 0.0 125 7402 0.0 -90 0.01717815508670879 0.02152493850074031 50 TARGET 100 0.001 0.0 125 7402 0.0 -91 0.017153006536189955 0.021512434676741108 50 TARGET 100 0.001 0.0 125 7402 0.0 -92 0.01713274686474993 0.021529260797030998 50 TARGET 100 0.001 0.0 125 7402 0.0 -93 0.0170931805251323 0.02151322810713089 50 TARGET 100 0.001 0.0 125 7402 0.0 -94 0.017062591188132564 0.021526015278967945 50 TARGET 100 0.001 0.0 125 7402 0.0 -95 0.017048679850368387 0.021555559766111954 50 TARGET 100 0.001 0.0 125 7402 0.0 -96 0.017039228531748357 0.021478423340754074 50 TARGET 100 0.001 0.0 125 7402 0.0 -97 0.017016152998664564 0.021516244632728172 50 TARGET 100 0.001 0.0 125 7402 0.0 -98 0.01698860294665351 0.021472459038098652 50 TARGET 100 0.001 0.0 125 7402 0.0 -99 0.016965634976623435 0.0214694006876512 50 TARGET 100 0.001 0.0 125 7402 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00001lr_10bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00001lr_10bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 0715ed15b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00001lr_10bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09612020441277662 0.09801435538313606 10 TARGET 100 1e-05 0.1 25 5719 0.0 -1 0.09512633012501077 0.096204064560659 10 TARGET 100 1e-05 0.1 25 5719 0.0 -2 0.09247435674522862 0.09256076564391454 10 TARGET 100 1e-05 0.1 25 5719 0.0 -3 0.08843285921547148 0.08795241582574266 10 TARGET 100 1e-05 0.1 25 5719 0.0 -4 0.08382785763052177 0.08313783777482582 10 TARGET 100 1e-05 0.1 25 5719 0.0 -5 0.07927042674837691 0.0786173352689454 10 TARGET 100 1e-05 0.1 25 5719 0.0 -6 0.07531801835705937 0.07478152825073762 10 TARGET 100 1e-05 0.1 25 5719 0.0 -7 0.07166754120728785 0.07141371421290166 10 TARGET 100 1e-05 0.1 25 5719 0.0 -8 0.06871857813963986 0.06853683642817265 10 TARGET 100 1e-05 0.1 25 5719 0.0 -9 0.06615796384185252 0.06604077192870053 10 TARGET 100 1e-05 0.1 25 5719 0.0 -10 0.06393490587470908 0.06387339317888925 10 TARGET 100 1e-05 0.1 25 5719 0.0 -11 0.06206158326581271 0.06200309210654461 10 TARGET 100 1e-05 0.1 25 5719 0.0 -12 0.06027182536544623 0.06029578885345748 10 TARGET 100 1e-05 0.1 25 5719 0.0 -13 0.05863852507939644 0.05879422344944694 10 TARGET 100 1e-05 0.1 25 5719 0.0 -14 0.057341696199042225 0.05743782030362071 10 TARGET 100 1e-05 0.1 25 5719 0.0 -15 0.056077271549388616 0.05621815337376161 10 TARGET 100 1e-05 0.1 25 5719 0.0 -16 0.055065993508104524 0.05509383953881986 10 TARGET 100 1e-05 0.1 25 5719 0.0 -17 0.053914633626588666 0.054084030177557106 10 TARGET 100 1e-05 0.1 25 5719 0.0 -18 0.052881702153570326 0.05317323146895929 10 TARGET 100 1e-05 0.1 25 5719 0.0 -19 0.05215152104695638 0.05230802624966159 10 TARGET 100 1e-05 0.1 25 5719 0.0 -20 0.051381143756988476 0.05149867024385568 10 TARGET 100 1e-05 0.1 25 5719 0.0 -21 0.05072027832420185 0.050762815005851517 10 TARGET 100 1e-05 0.1 25 5719 0.0 -22 0.049970331191013156 0.050108105847329804 10 TARGET 100 1e-05 0.1 25 5719 0.0 -23 0.0494873651651421 0.049509209326722405 10 TARGET 100 1e-05 0.1 25 5719 0.0 -24 0.04871967443663263 0.04896748269146139 10 TARGET 100 1e-05 0.1 25 5719 0.0 -25 0.04832327151388833 0.04847510475100893 10 TARGET 100 1e-05 0.1 25 5719 0.0 -26 0.048009460559898756 0.048050635466069885 10 TARGET 100 1e-05 0.1 25 5719 0.0 -27 0.04739167173753684 0.047649363563819366 10 TARGET 100 1e-05 0.1 25 5719 0.0 -28 0.0472357104648444 0.047294754422072205 10 TARGET 100 1e-05 0.1 25 5719 0.0 -29 0.04693466386058515 0.04696640112634861 10 TARGET 100 1e-05 0.1 25 5719 0.0 -30 0.04642489415778456 0.046660987716732605 10 TARGET 100 1e-05 0.1 25 5719 0.0 -31 0.04602239176831663 0.04637501546830842 10 TARGET 100 1e-05 0.1 25 5719 0.0 -32 0.04596375094519721 0.04611912764834635 10 TARGET 100 1e-05 0.1 25 5719 0.0 -33 0.045734715130594045 0.045869271299152664 10 TARGET 100 1e-05 0.1 25 5719 0.0 -34 0.045393332425091 0.045639753341674805 10 TARGET 100 1e-05 0.1 25 5719 0.0 -35 0.04530337826671825 0.04542192184563839 10 TARGET 100 1e-05 0.1 25 5719 0.0 -36 0.045078064456130516 0.045218057253144005 10 TARGET 100 1e-05 0.1 25 5719 0.0 -37 0.0448549553275309 0.04504181478511204 10 TARGET 100 1e-05 0.1 25 5719 0.0 -38 0.044481357089196795 0.04486442323435436 10 TARGET 100 1e-05 0.1 25 5719 0.0 -39 0.04455127174454907 0.044707175570003914 10 TARGET 100 1e-05 0.1 25 5719 0.0 -40 0.044373616350419594 0.044561051058046745 10 TARGET 100 1e-05 0.1 25 5719 0.0 -41 0.04410558715713546 0.044414985247633675 10 TARGET 100 1e-05 0.1 25 5719 0.0 -42 0.044051249094483026 0.044285892875808655 10 TARGET 100 1e-05 0.1 25 5719 0.0 -43 0.04397617666809647 0.04416118471911459 10 TARGET 100 1e-05 0.1 25 5719 0.0 -44 0.04377496690310613 0.04403788280306441 10 TARGET 100 1e-05 0.1 25 5719 0.0 -45 0.043811753216616636 0.043925893464774796 10 TARGET 100 1e-05 0.1 25 5719 0.0 -46 0.04349856976708178 0.0438074411993677 10 TARGET 100 1e-05 0.1 25 5719 0.0 -47 0.04327366052051185 0.043696181792201416 10 TARGET 100 1e-05 0.1 25 5719 0.0 -48 0.04332584678273811 0.04358858739336332 10 TARGET 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00001lr_50bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00001lr_50bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index eb8d29e94..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00001lr_50bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09618143019852815 0.098544360110254 50 TARGET 100 1e-05 0.1 25 2201 0.0 -1 0.09609940128796028 0.09846009359215245 50 TARGET 100 1e-05 0.1 25 2201 0.0 -2 0.09600299895311445 0.09833303500305522 50 TARGET 100 1e-05 0.1 25 2201 0.0 -3 0.09585834279505893 0.09814378912701752 50 TARGET 100 1e-05 0.1 25 2201 0.0 -4 0.09565202977119472 0.09787253042062123 50 TARGET 100 1e-05 0.1 25 2201 0.0 -5 0.09535130700378706 0.09750628877769817 50 TARGET 100 1e-05 0.1 25 2201 0.0 -6 0.09496119929483844 0.09702924684141621 50 TARGET 100 1e-05 0.1 25 2201 0.0 -7 0.0944859404305015 0.09644278432383682 50 TARGET 100 1e-05 0.1 25 2201 0.0 -8 0.09388507742070991 0.09574844078584151 50 TARGET 100 1e-05 0.1 25 2201 0.0 -9 0.09323066688747919 0.09495409149112123 50 TARGET 100 1e-05 0.1 25 2201 0.0 -10 0.09243996388683415 0.09406922057722554 50 TARGET 100 1e-05 0.1 25 2201 0.0 -11 0.09158207170088283 0.09310725489349077 50 TARGET 100 1e-05 0.1 25 2201 0.0 -12 0.09064754362058158 0.09207927322748935 50 TARGET 100 1e-05 0.1 25 2201 0.0 -13 0.0896622001472547 0.09100388758110278 50 TARGET 100 1e-05 0.1 25 2201 0.0 -14 0.0887020703417685 0.08989721581791386 50 TARGET 100 1e-05 0.1 25 2201 0.0 -15 0.08765523893263204 0.0887739048762755 50 TARGET 100 1e-05 0.1 25 2201 0.0 -16 0.08660534884692844 0.0876426428104892 50 TARGET 100 1e-05 0.1 25 2201 0.0 -17 0.08557209510494161 0.0865037210962989 50 TARGET 100 1e-05 0.1 25 2201 0.0 -18 0.084509461189962 0.08537422007683551 50 TARGET 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0.07270364378036473 0.07274401932954788 50 TARGET 100 1e-05 0.1 25 2201 0.0 -32 0.07180031860617275 0.07194828648458827 50 TARGET 100 1e-05 0.1 25 2201 0.0 -33 0.07123147450412565 0.07117720941702525 50 TARGET 100 1e-05 0.1 25 2201 0.0 -34 0.07034535221880936 0.07042609967968681 50 TARGET 100 1e-05 0.1 25 2201 0.0 -35 0.06988245303984042 0.06970373360496579 50 TARGET 100 1e-05 0.1 25 2201 0.0 -36 0.06907309039875313 0.06899719391808365 50 TARGET 100 1e-05 0.1 25 2201 0.0 -37 0.06839010194696561 0.06831062427072813 50 TARGET 100 1e-05 0.1 25 2201 0.0 -38 0.06785402838328872 0.06764913621273907 50 TARGET 100 1e-05 0.1 25 2201 0.0 -39 0.0672466086242536 0.06700336436430614 50 TARGET 100 1e-05 0.1 25 2201 0.0 -40 0.06651644677124441 0.06637761222593712 50 TARGET 100 1e-05 0.1 25 2201 0.0 -41 0.06587625544530776 0.06576438519087704 50 TARGET 100 1e-05 0.1 25 2201 0.0 -42 0.06528347241457062 0.06516885125275815 50 TARGET 100 1e-05 0.1 25 2201 0.0 -43 0.06484712058245534 0.06459192005973874 50 TARGET 100 1e-05 0.1 25 2201 0.0 -44 0.064141273661595 0.06402403522621501 50 TARGET 100 1e-05 0.1 25 2201 0.0 -45 0.06378880587190089 0.06347642251939485 50 TARGET 100 1e-05 0.1 25 2201 0.0 -46 0.06312352232007867 0.0629452435356198 50 TARGET 100 1e-05 0.1 25 2201 0.0 -47 0.06266231488699865 0.0624228192098213 50 TARGET 100 1e-05 0.1 25 2201 0.0 -48 0.062128054724397884 0.061916389925913376 50 TARGET 100 1e-05 0.1 25 2201 0.0 -49 0.06171658645173917 0.06142353131012483 50 TARGET 100 1e-05 0.1 25 2201 0.0 -50 0.06118104381091667 0.060938125758460075 50 TARGET 100 1e-05 0.1 25 2201 0.0 -51 0.060872858910749256 0.06046593708522392 50 TARGET 100 1e-05 0.1 25 2201 0.0 -52 0.06038013821850321 0.06000787324526093 50 TARGET 100 1e-05 0.1 25 2201 0.0 -53 0.05998281062100873 0.059555261875643875 50 TARGET 100 1e-05 0.1 25 2201 0.0 -54 0.05965545333244584 0.05911765349182216 50 TARGET 100 1e-05 0.1 25 2201 0.0 -55 0.0590442015792585 0.058676870370453056 50 TARGET 100 1e-05 0.1 25 2201 0.0 -56 0.05879120920041595 0.05825539339672436 50 TARGET 100 1e-05 0.1 25 2201 0.0 -57 0.058266875343491335 0.057849667514815475 50 TARGET 100 1e-05 0.1 25 2201 0.0 -58 0.0578986135897813 0.057452836497263474 50 TARGET 100 1e-05 0.1 25 2201 0.0 -59 0.05756361757464682 0.057068095062718247 50 TARGET 100 1e-05 0.1 25 2201 0.0 -60 0.05715603959630636 0.05670134757052769 50 TARGET 100 1e-05 0.1 25 2201 0.0 -61 0.056836827761597104 0.056342679894331726 50 TARGET 100 1e-05 0.1 25 2201 0.0 -62 0.05652011613602991 0.05598683192422896 50 TARGET 100 1e-05 0.1 25 2201 0.0 -63 0.055977323954855954 0.05564040227821379 50 TARGET 100 1e-05 0.1 25 2201 0.0 -64 0.05562948300079866 0.05530884839368589 50 TARGET 100 1e-05 0.1 25 2201 0.0 -65 0.055506285706453454 0.05499055801015912 50 TARGET 100 1e-05 0.1 25 2201 0.0 -66 0.055262001212498156 0.054670586730494644 50 TARGET 100 1e-05 0.1 25 2201 0.0 -67 0.05494952628307471 0.05436750873923302 50 TARGET 100 1e-05 0.1 25 2201 0.0 -68 0.05459199707817148 0.05406743954076911 50 TARGET 100 1e-05 0.1 25 2201 0.0 -69 0.05439602290139054 0.053782377279166016 50 TARGET 100 1e-05 0.1 25 2201 0.0 -70 0.05417419893522857 0.05350725804314469 50 TARGET 100 1e-05 0.1 25 2201 0.0 -71 0.05382538417523557 0.05323137760613904 50 TARGET 100 1e-05 0.1 25 2201 0.0 -72 0.05369142612273043 0.0529713552783836 50 TARGET 100 1e-05 0.1 25 2201 0.0 -73 0.05342735994845529 0.05271940937999523 50 TARGET 100 1e-05 0.1 25 2201 0.0 -74 0.05299470324056718 0.05246814679015766 50 TARGET 100 1e-05 0.1 25 2201 0.0 -75 0.052928300003712424 0.052219617547410904 50 TARGET 100 1e-05 0.1 25 2201 0.0 -76 0.05262518511075363 0.05197050806247827 50 TARGET 100 1e-05 0.1 25 2201 0.0 -77 0.05249222904845119 0.051729869887684334 50 TARGET 100 1e-05 0.1 25 2201 0.0 -78 0.052153547366560506 0.05148666419766166 50 TARGET 100 1e-05 0.1 25 2201 0.0 -79 0.05200257246391942 0.051251129106138694 50 TARGET 100 1e-05 0.1 25 2201 0.0 -80 0.0515704866160046 0.05102145502513105 50 TARGET 100 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0.04923692859884866 0.04862448844042691 50 TARGET 100 1e-05 0.1 25 2201 0.0 -94 0.049289419456864846 0.048474627688075554 50 TARGET 100 1e-05 0.1 25 2201 0.0 -95 0.04914328152382815 0.04832836782390421 50 TARGET 100 1e-05 0.1 25 2201 0.0 -96 0.048844567716422704 0.04817944358695637 50 TARGET 100 1e-05 0.1 25 2201 0.0 -97 0.04871880261835827 0.04803380866845449 50 TARGET 100 1e-05 0.1 25 2201 0.0 -98 0.04878748725058655 0.04790069309599472 50 TARGET 100 1e-05 0.1 25 2201 0.0 -99 0.04836574900481436 0.04776451002919313 50 TARGET 100 1e-05 0.1 25 2201 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00001lr_50bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00001lr_50bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 85cb2ed46..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00001lr_50bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss 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TARGET 100 1e-05 0.5 25 3292 0.0 -12 0.09455299675966353 0.09441511039481018 50 TARGET 100 1e-05 0.5 25 3292 0.0 -13 0.09416229328021457 0.09377586435187947 50 TARGET 100 1e-05 0.5 25 3292 0.0 -14 0.09373863470373732 0.09307267358808806 50 TARGET 100 1e-05 0.5 25 3292 0.0 -15 0.09320066889327784 0.09232344365481174 50 TARGET 100 1e-05 0.5 25 3292 0.0 -16 0.09274247343893405 0.09152691743590614 50 TARGET 100 1e-05 0.5 25 3292 0.0 -17 0.09220155413805034 0.09068962051109834 50 TARGET 100 1e-05 0.5 25 3292 0.0 -18 0.09162777135468493 0.0898107707952008 50 TARGET 100 1e-05 0.5 25 3292 0.0 -19 0.0908853445540775 0.08890279698552507 50 TARGET 100 1e-05 0.5 25 3292 0.0 -20 0.09039572824532736 0.08796277709982613 50 TARGET 100 1e-05 0.5 25 3292 0.0 -21 0.08961135103847041 0.0869779313604037 50 TARGET 100 1e-05 0.5 25 3292 0.0 -22 0.0888940977428096 0.08600735145084785 50 TARGET 100 1e-05 0.5 25 3292 0.0 -23 0.08823051757684058 0.0850013681884968 50 TARGET 100 1e-05 0.5 25 3292 0.0 -24 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TARGET 100 1e-05 0.5 25 3292 0.0 -37 0.07890706652342672 0.07205250452865254 50 TARGET 100 1e-05 0.5 25 3292 0.0 -38 0.0785788649109879 0.07129834547187343 50 TARGET 100 1e-05 0.5 25 3292 0.0 -39 0.07792166545234545 0.07055715065110814 50 TARGET 100 1e-05 0.5 25 3292 0.0 -40 0.07731629882998739 0.06983360873930382 50 TARGET 100 1e-05 0.5 25 3292 0.0 -41 0.07679811094947134 0.06912161455009923 50 TARGET 100 1e-05 0.5 25 3292 0.0 -42 0.07619734346766263 0.0684707783388369 50 TARGET 100 1e-05 0.5 25 3292 0.0 -43 0.07585910810565306 0.06784038290832982 50 TARGET 100 1e-05 0.5 25 3292 0.0 -44 0.07509834783446508 0.0671892985701561 50 TARGET 100 1e-05 0.5 25 3292 0.0 -45 0.07485480661745425 0.0665818660548239 50 TARGET 100 1e-05 0.5 25 3292 0.0 -46 0.0741154679194444 0.06601546320951346 50 TARGET 100 1e-05 0.5 25 3292 0.0 -47 0.07375958398837433 0.06543577417279735 50 TARGET 100 1e-05 0.5 25 3292 0.0 -48 0.07349304729439193 0.06487705581115955 50 TARGET 100 1e-05 0.5 25 3292 0.0 -49 0.07289927397613172 0.0643171959302642 50 TARGET 100 1e-05 0.5 25 3292 0.0 -50 0.0722524051112358 0.06382046775384383 50 TARGET 100 1e-05 0.5 25 3292 0.0 -51 0.07195980653718666 0.06333135023261562 50 TARGET 100 1e-05 0.5 25 3292 0.0 -52 0.07107355593631565 0.0628203758687684 50 TARGET 100 1e-05 0.5 25 3292 0.0 -53 0.07127394863351026 0.062331489767089035 50 TARGET 100 1e-05 0.5 25 3292 0.0 -54 0.07056844159208163 0.06187021134026123 50 TARGET 100 1e-05 0.5 25 3292 0.0 -55 0.07029104308046476 0.061384815384041176 50 TARGET 100 1e-05 0.5 25 3292 0.0 -56 0.06982441725654634 0.06093759767033837 50 TARGET 100 1e-05 0.5 25 3292 0.0 -57 0.06945530781741897 0.06052631760636965 50 TARGET 100 1e-05 0.5 25 3292 0.0 -58 0.06918911623332637 0.06005120977307811 50 TARGET 100 1e-05 0.5 25 3292 0.0 -59 0.06882324242832685 0.05962918506878795 50 TARGET 100 1e-05 0.5 25 3292 0.0 -60 0.06818287588831552 0.05922624999375054 50 TARGET 100 1e-05 0.5 25 3292 0.0 -61 0.06805792122276544 0.05883681322589065 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0.06315705296818656 0.054142785569032036 50 TARGET 100 1e-05 0.5 25 3292 0.0 -75 0.06295582358584259 0.0538319300747279 50 TARGET 100 1e-05 0.5 25 3292 0.0 -76 0.06256397704433914 0.053521906223260994 50 TARGET 100 1e-05 0.5 25 3292 0.0 -77 0.06224684706992573 0.05325976318933747 50 TARGET 100 1e-05 0.5 25 3292 0.0 -78 0.061985569482399555 0.052988885139877144 50 TARGET 100 1e-05 0.5 25 3292 0.0 -79 0.06186854350145417 0.05266454511068084 50 TARGET 100 1e-05 0.5 25 3292 0.0 -80 0.06149014702650032 0.052393574832063736 50 TARGET 100 1e-05 0.5 25 3292 0.0 -81 0.06144561101792236 0.05212860464146643 50 TARGET 100 1e-05 0.5 25 3292 0.0 -82 0.06123869670460923 0.05187864511302023 50 TARGET 100 1e-05 0.5 25 3292 0.0 -83 0.06083857403560118 0.051614059191761597 50 TARGET 100 1e-05 0.5 25 3292 0.0 -84 0.060560208541475966 0.051368466945308625 50 TARGET 100 1e-05 0.5 25 3292 0.0 -85 0.06053378366510876 0.05111830760583733 50 TARGET 100 1e-05 0.5 25 3292 0.0 -86 0.060148886734187 0.05087649540016145 50 TARGET 100 1e-05 0.5 25 3292 0.0 -87 0.060158713447927226 0.05064268477938392 50 TARGET 100 1e-05 0.5 25 3292 0.0 -88 0.059495765126313424 0.050429773262955925 50 TARGET 100 1e-05 0.5 25 3292 0.0 -89 0.059853033272405265 0.050229969123999275 50 TARGET 100 1e-05 0.5 25 3292 0.0 -90 0.059403045347543676 0.05003153182791941 50 TARGET 100 1e-05 0.5 25 3292 0.0 -91 0.05887547753726192 0.0498243175221212 50 TARGET 100 1e-05 0.5 25 3292 0.0 -92 0.05891692160506441 0.04963977454286633 50 TARGET 100 1e-05 0.5 25 3292 0.0 -93 0.05905131595554175 0.049435088128754585 50 TARGET 100 1e-05 0.5 25 3292 0.0 -94 0.05832906417322881 0.04924944347955964 50 TARGET 100 1e-05 0.5 25 3292 0.0 -95 0.05824392255056988 0.04907638150634187 50 TARGET 100 1e-05 0.5 25 3292 0.0 -96 0.05849357701913275 0.04889715135549054 50 TARGET 100 1e-05 0.5 25 3292 0.0 -97 0.057760024562427896 0.04871343482624401 50 TARGET 100 1e-05 0.5 25 3292 0.0 -98 0.05767502334683833 0.048546690606709686 50 TARGET 100 1e-05 0.5 25 3292 0.0 -99 0.057619898231944654 0.04837141377907811 50 TARGET 100 1e-05 0.5 25 3292 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00001lr_50bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00001lr_50bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index b2a5a9e75..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00001lr_50bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.0961633514023389 0.09941944096124533 50 TARGET 100 1e-05 0.0 25 1497 0.0 -1 0.09606118354733142 0.0993228168650107 50 TARGET 100 1e-05 0.0 25 1497 0.0 -2 0.0959581214470494 0.09920714637546828 50 TARGET 100 1e-05 0.0 25 1497 0.0 -3 0.09581908694020023 0.0990352097785834 50 TARGET 100 1e-05 0.0 25 1497 0.0 -4 0.09561556437200168 0.09879109466617758 50 TARGET 100 1e-05 0.0 25 1497 0.0 -5 0.09533020447600972 0.0984539355744015 50 TARGET 100 1e-05 0.0 25 1497 0.0 -6 0.09495297302601714 0.09802360516605955 50 TARGET 100 1e-05 0.0 25 1497 0.0 -7 0.09447752852431852 0.09748945633570354 50 TARGET 100 1e-05 0.0 25 1497 0.0 -8 0.09390404883157524 0.09685664104692863 50 TARGET 100 1e-05 0.0 25 1497 0.0 -9 0.09323367862789719 0.0961331223899668 50 TARGET 100 1e-05 0.0 25 1497 0.0 -10 0.09247952697152642 0.09530840746381065 50 TARGET 100 1e-05 0.0 25 1497 0.0 -11 0.09164212428359472 0.09441387563040762 50 TARGET 100 1e-05 0.0 25 1497 0.0 -12 0.09073305970390236 0.09345876041686896 50 TARGET 100 1e-05 0.0 25 1497 0.0 -13 0.08977133808312593 0.09242460628350575 50 TARGET 100 1e-05 0.0 25 1497 0.0 -14 0.08876259459389581 0.09136787756825938 50 TARGET 100 1e-05 0.0 25 1497 0.0 -15 0.0877194076475471 0.09028921908501422 50 TARGET 100 1e-05 0.0 25 1497 0.0 -16 0.0866600801848402 0.08918312778978636 50 TARGET 100 1e-05 0.0 25 1497 0.0 -17 0.08558830970064157 0.08804927788900607 50 TARGET 100 1e-05 0.0 25 1497 0.0 -18 0.08451314701977804 0.08693922740040404 50 TARGET 100 1e-05 0.0 25 1497 0.0 -19 0.08344706295917331 0.08585021712563255 50 TARGET 100 1e-05 0.0 25 1497 0.0 -20 0.08239826828442037 0.0847420177676461 50 TARGET 100 1e-05 0.0 25 1497 0.0 -21 0.08136283746773144 0.08366172151132063 50 TARGET 100 1e-05 0.0 25 1497 0.0 -22 0.0803483144101069 0.08264247418353052 50 TARGET 100 1e-05 0.0 25 1497 0.0 -23 0.07936598741847659 0.08159957961602644 50 TARGET 100 1e-05 0.0 25 1497 0.0 -24 0.07840044738768728 0.08061058728983908 50 TARGET 100 1e-05 0.0 25 1497 0.0 -25 0.07746574546050544 0.07965456423434344 50 TARGET 100 1e-05 0.0 25 1497 0.0 -26 0.07655550198322193 0.07870119674639268 50 TARGET 100 1e-05 0.0 25 1497 0.0 -27 0.0756747565586559 0.07778649935216615 50 TARGET 100 1e-05 0.0 25 1497 0.0 -28 0.07481712677362391 0.07688879899003288 50 TARGET 100 1e-05 0.0 25 1497 0.0 -29 0.07398292191502222 0.0760359965039022 50 TARGET 100 1e-05 0.0 25 1497 0.0 -30 0.07317364486781033 0.07520268315618689 50 TARGET 100 1e-05 0.0 25 1497 0.0 -31 0.0723887941100782 0.07437668718171841 50 TARGET 100 1e-05 0.0 25 1497 0.0 -32 0.0716236590686872 0.07358709858222441 50 TARGET 100 1e-05 0.0 25 1497 0.0 -33 0.07088286750746095 0.07284531855221951 50 TARGET 100 1e-05 0.0 25 1497 0.0 -34 0.07015911575017955 0.07208895073695616 50 TARGET 100 1e-05 0.0 25 1497 0.0 -35 0.06945485415984484 0.07138693061741916 50 TARGET 100 1e-05 0.0 25 1497 0.0 -36 0.06877282470063328 0.07068404984293562 50 TARGET 100 1e-05 0.0 25 1497 0.0 -37 0.06810493283099198 0.07000754683306723 50 TARGET 100 1e-05 0.0 25 1497 0.0 -38 0.0674563620979537 0.06934771957722577 50 TARGET 100 1e-05 0.0 25 1497 0.0 -39 0.06681979404956805 0.0687253786758943 50 TARGET 100 1e-05 0.0 25 1497 0.0 -40 0.06620239729833122 0.068121204773585 50 TARGET 100 1e-05 0.0 25 1497 0.0 -41 0.06559988926556777 0.06750538516225237 50 TARGET 100 1e-05 0.0 25 1497 0.0 -42 0.06501070668400337 0.06691711237936308 50 TARGET 100 1e-05 0.0 25 1497 0.0 -43 0.06443267703206852 0.0663554049802549 50 TARGET 100 1e-05 0.0 25 1497 0.0 -44 0.06387221995076346 0.06581044761520444 50 TARGET 100 1e-05 0.0 25 1497 0.0 -45 0.06332330274009945 0.0652884737108693 50 TARGET 100 1e-05 0.0 25 1497 0.0 -46 0.0627835450022911 0.06477104285449693 50 TARGET 100 1e-05 0.0 25 1497 0.0 -47 0.062263846447572165 0.06424387770168709 50 TARGET 100 1e-05 0.0 25 1497 0.0 -48 0.0617529625693957 0.0637566875101942 50 TARGET 100 1e-05 0.0 25 1497 0.0 -49 0.06125120101151643 0.06329367332386249 50 TARGET 100 1e-05 0.0 25 1497 0.0 -50 0.06076539069514483 0.06282923506064848 50 TARGET 100 1e-05 0.0 25 1497 0.0 -51 0.06029400487841179 0.062333814122460106 50 TARGET 100 1e-05 0.0 25 1497 0.0 -52 0.059824616519690364 0.06190497574932648 50 TARGET 100 1e-05 0.0 25 1497 0.0 -53 0.0593716075725427 0.06146511040402181 50 TARGET 100 1e-05 0.0 25 1497 0.0 -54 0.05892777397777095 0.061044440802299614 50 TARGET 100 1e-05 0.0 25 1497 0.0 -55 0.058494598614146014 0.060636065674550606 50 TARGET 100 1e-05 0.0 25 1497 0.0 -56 0.05807268667201 0.060253810927723396 50 TARGET 100 1e-05 0.0 25 1497 0.0 -57 0.057659906319496204 0.05984817614609545 50 TARGET 100 1e-05 0.0 25 1497 0.0 -58 0.05725373513369448 0.0594724484465339 50 TARGET 100 1e-05 0.0 25 1497 0.0 -59 0.056862639758723355 0.059062092818997124 50 TARGET 100 1e-05 0.0 25 1497 0.0 -60 0.05647006181855796 0.05867821282961152 50 TARGET 100 1e-05 0.0 25 1497 0.0 -61 0.05608796231724598 0.058332337461637726 50 TARGET 100 1e-05 0.0 25 1497 0.0 -62 0.05570943538187329 0.05797261428652388 50 TARGET 100 1e-05 0.0 25 1497 0.0 -63 0.05533886145210828 0.057606679246281135 50 TARGET 100 1e-05 0.0 25 1497 0.0 -64 0.054970161079959036 0.05725800223422773 50 TARGET 100 1e-05 0.0 25 1497 0.0 -65 0.05460948709034759 0.056897676239411034 50 TARGET 100 1e-05 0.0 25 1497 0.0 -66 0.054248712003632425 0.056551172652027824 50 TARGET 100 1e-05 0.0 25 1497 0.0 -67 0.05389802948091969 0.056199478606383 50 TARGET 100 1e-05 0.0 25 1497 0.0 -68 0.053549620225674374 0.055872856893322685 50 TARGET 100 1e-05 0.0 25 1497 0.0 -69 0.053210806264620436 0.055552357412648926 50 TARGET 100 1e-05 0.0 25 1497 0.0 -70 0.05288267622291038 0.05524844032796947 50 TARGET 100 1e-05 0.0 25 1497 0.0 -71 0.05256437216744279 0.05493053974527301 50 TARGET 100 1e-05 0.0 25 1497 0.0 -72 0.052252710806299944 0.05462514101104303 50 TARGET 100 1e-05 0.0 25 1497 0.0 -73 0.051958275475987685 0.0543427232540015 50 TARGET 100 1e-05 0.0 25 1497 0.0 -74 0.05166882793309311 0.0540768000664133 50 TARGET 100 1e-05 0.0 25 1497 0.0 -75 0.05139435586905239 0.05379824091990789 50 TARGET 100 1e-05 0.0 25 1497 0.0 -76 0.051125832566809574 0.05353087683518728 50 TARGET 100 1e-05 0.0 25 1497 0.0 -77 0.05086695085521097 0.05327881217905969 50 TARGET 100 1e-05 0.0 25 1497 0.0 -78 0.050616723795731865 0.05304016647013751 50 TARGET 100 1e-05 0.0 25 1497 0.0 -79 0.05037589211907451 0.05281554399566217 50 TARGET 100 1e-05 0.0 25 1497 0.0 -80 0.05014133404451187 0.0525969552497069 50 TARGET 100 1e-05 0.0 25 1497 0.0 -81 0.049915745427913535 0.05234768298087698 50 TARGET 100 1e-05 0.0 25 1497 0.0 -82 0.04969469746355256 0.052142812785777176 50 TARGET 100 1e-05 0.0 25 1497 0.0 -83 0.04948090033147873 0.05193213305690072 50 TARGET 100 1e-05 0.0 25 1497 0.0 -84 0.04927546354104774 0.05172859245177471 50 TARGET 100 1e-05 0.0 25 1497 0.0 -85 0.04907618313776925 0.05153179857315439 50 TARGET 100 1e-05 0.0 25 1497 0.0 -86 0.0488812689001512 0.05134675200238372 50 TARGET 100 1e-05 0.0 25 1497 0.0 -87 0.04869407025300694 0.05116287426966609 50 TARGET 100 1e-05 0.0 25 1497 0.0 -88 0.04851143136118799 0.05097792241157907 50 TARGET 100 1e-05 0.0 25 1497 0.0 -89 0.04833668441533641 0.05079550363800742 50 TARGET 100 1e-05 0.0 25 1497 0.0 -90 0.0481644279702946 0.05062415507255179 50 TARGET 100 1e-05 0.0 25 1497 0.0 -91 0.047998256028099893 0.050460251330426246 50 TARGET 100 1e-05 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00005lr_10bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09347669220833665 0.08476361045331667 10 TARGET 100 5e-05 0.1 25 8968 0.0 -1 0.0770104045694324 0.06661284139210527 10 TARGET 100 5e-05 0.1 25 8968 0.0 -2 0.06326477279767444 0.05661067140824867 10 TARGET 100 5e-05 0.1 25 8968 0.0 -3 0.05535740183308871 0.050376403286601555 10 TARGET 100 5e-05 0.1 25 8968 0.0 -4 0.05066479905586853 0.04673228559620453 10 TARGET 100 5e-05 0.1 25 8968 0.0 -5 0.047864751695884195 0.04455313967032866 10 TARGET 100 5e-05 0.1 25 8968 0.0 -6 0.04603020815486057 0.04305915658672651 10 TARGET 100 5e-05 0.1 25 8968 0.0 -7 0.04475879704310035 0.04178633326382348 10 TARGET 100 5e-05 0.1 25 8968 0.0 -8 0.04380441064435223 0.04085342958569527 10 TARGET 100 5e-05 0.1 25 8968 0.0 -9 0.04288325131391034 0.04012657724546664 10 TARGET 100 5e-05 0.1 25 8968 0.0 -10 0.04207060385733743 0.039516994898969475 10 TARGET 100 5e-05 0.1 25 8968 0.0 -11 0.04139469330660021 0.03896899634238445 10 TARGET 100 5e-05 0.1 25 8968 0.0 -12 0.041078692007345784 0.03844508788350857 10 TARGET 100 5e-05 0.1 25 8968 0.0 -13 0.040614865607384476 0.03798228366808458 10 TARGET 100 5e-05 0.1 25 8968 0.0 -14 0.03996009934028792 0.03751593534693574 10 TARGET 100 5e-05 0.1 25 8968 0.0 -15 0.039809522905735056 0.03705599621841402 10 TARGET 100 5e-05 0.1 25 8968 0.0 -16 0.038973473037533485 0.03653749338153637 10 TARGET 100 5e-05 0.1 25 8968 0.0 -17 0.0384899585536032 0.036006917104576576 10 TARGET 100 5e-05 0.1 25 8968 0.0 -18 0.038267221916404234 0.03543183534885898 10 TARGET 100 5e-05 0.1 25 8968 0.0 -19 0.03771284612692165 0.03492198557113156 10 TARGET 100 5e-05 0.1 25 8968 0.0 -20 0.03733175294316979 0.034499200117407425 10 TARGET 100 5e-05 0.1 25 8968 0.0 -21 0.03701578246849755 0.03405582013003754 10 TARGET 100 5e-05 0.1 25 8968 0.0 -22 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00005lr_10bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00005lr_10bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index ea1fc7ffe..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00005lr_10bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09292585691217621 0.08753669984412915 10 TARGET 100 5e-05 0.0 25 6771 0.0 -1 0.07492043755271217 0.06783894867156491 10 TARGET 100 5e-05 0.0 25 6771 0.0 -2 0.06008306146922336 0.05690520561554215 10 TARGET 100 5e-05 0.0 25 6771 0.0 -3 0.052096241991026235 0.05085745713475979 10 TARGET 100 5e-05 0.0 25 6771 0.0 -4 0.04788681618894391 0.04764094802014755 10 TARGET 100 5e-05 0.0 25 6771 0.0 -5 0.045509255444160616 0.04569638328570308 10 TARGET 100 5e-05 0.0 25 6771 0.0 -6 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10 TARGET 100 5e-05 0.0 25 6771 0.0 -19 0.036198238588192246 0.03695200846502275 10 TARGET 100 5e-05 0.0 25 6771 0.0 -20 0.03572658186634181 0.036475039002570236 10 TARGET 100 5e-05 0.0 25 6771 0.0 -21 0.035284983357947684 0.03598834788708976 10 TARGET 100 5e-05 0.0 25 6771 0.0 -22 0.034878192212344825 0.035571705662842956 10 TARGET 100 5e-05 0.0 25 6771 0.0 -23 0.034490508450703186 0.03517433346220941 10 TARGET 100 5e-05 0.0 25 6771 0.0 -24 0.034135331202185516 0.03471755947579037 10 TARGET 100 5e-05 0.0 25 6771 0.0 -25 0.03380439426085162 0.03443228639662266 10 TARGET 100 5e-05 0.0 25 6771 0.0 -26 0.03351989821828776 0.034064147395618034 10 TARGET 100 5e-05 0.0 25 6771 0.0 -27 0.03325519452392051 0.03377685278202548 10 TARGET 100 5e-05 0.0 25 6771 0.0 -28 0.033003304674218 0.03351690416986292 10 TARGET 100 5e-05 0.0 25 6771 0.0 -29 0.032793694505035276 0.0332812580534003 10 TARGET 100 5e-05 0.0 25 6771 0.0 -30 0.03258723564295456 0.03307045866368395 10 TARGET 100 5e-05 0.0 25 6771 0.0 -31 0.03239536328046812 0.032828354982264114 10 TARGET 100 5e-05 0.0 25 6771 0.0 -32 0.032225674118608334 0.03262762539088726 10 TARGET 100 5e-05 0.0 25 6771 0.0 -33 0.032054385314585786 0.032451146987803055 10 TARGET 100 5e-05 0.0 25 6771 0.0 -34 0.031911387569223994 0.032291664883042824 10 TARGET 100 5e-05 0.0 25 6771 0.0 -35 0.03176550986088486 0.032133405237938416 10 TARGET 100 5e-05 0.0 25 6771 0.0 -36 0.03162922454301757 0.031977650060346634 10 TARGET 100 5e-05 0.0 25 6771 0.0 -37 0.03150657193126903 0.03184104033491828 10 TARGET 100 5e-05 0.0 25 6771 0.0 -38 0.031376353380354965 0.031714303814100495 10 TARGET 100 5e-05 0.0 25 6771 0.0 -39 0.0312503404564127 0.03159054137314811 10 TARGET 100 5e-05 0.0 25 6771 0.0 -40 0.031137282097781147 0.03147382825387247 10 TARGET 100 5e-05 0.0 25 6771 0.0 -41 0.03102362234935616 0.031348478218371216 10 TARGET 100 5e-05 0.0 25 6771 0.0 -42 0.030906752335152242 0.03122624342866016 10 TARGET 100 5e-05 0.0 25 6771 0.0 -43 0.030800462107766758 0.031127938436287823 10 TARGET 100 5e-05 0.0 25 6771 0.0 -44 0.030692913390771306 0.031032430572491703 10 TARGET 100 5e-05 0.0 25 6771 0.0 -45 0.030581672892275483 0.030927137330625996 10 TARGET 100 5e-05 0.0 25 6771 0.0 -46 0.03047562373005581 0.03082599107063178 10 TARGET 100 5e-05 0.0 25 6771 0.0 -47 0.03037016089968007 0.030741630630059677 10 TARGET 100 5e-05 0.0 25 6771 0.0 -48 0.030268498831224764 0.03064171467540842 10 TARGET 100 5e-05 0.0 25 6771 0.0 -49 0.030166859735392963 0.03055188675044161 10 TARGET 100 5e-05 0.0 25 6771 0.0 -50 0.03007295026572465 0.03049148494998614 10 TARGET 100 5e-05 0.0 25 6771 0.0 -51 0.02997551396840349 0.03039659650036783 10 TARGET 100 5e-05 0.0 25 6771 0.0 -52 0.029877528052789596 0.030318469430009525 10 TARGET 100 5e-05 0.0 25 6771 0.0 -53 0.0297907486068781 0.030244647779247978 10 TARGET 100 5e-05 0.0 25 6771 0.0 -54 0.029696966581021497 0.0301813826416478 10 TARGET 100 5e-05 0.0 25 6771 0.0 -55 0.029602738423429757 0.03010016476566141 10 TARGET 100 5e-05 0.0 25 6771 0.0 -56 0.029518304493039948 0.03004262630235065 10 TARGET 100 5e-05 0.0 25 6771 0.0 -57 0.0294373972774154 0.029967419520923584 10 TARGET 100 5e-05 0.0 25 6771 0.0 -58 0.02935739666825593 0.02990294626039086 10 TARGET 100 5e-05 0.0 25 6771 0.0 -59 0.029265350188671137 0.029842119551066196 10 TARGET 100 5e-05 0.0 25 6771 0.0 -60 0.029189683691369563 0.029786119293985946 10 TARGET 100 5e-05 0.0 25 6771 0.0 -61 0.029112269292877177 0.029721185169888264 10 TARGET 100 5e-05 0.0 25 6771 0.0 -62 0.029031337768792704 0.029660387867779442 10 TARGET 100 5e-05 0.0 25 6771 0.0 -63 0.028959331908561165 0.029607654069409226 10 TARGET 100 5e-05 0.0 25 6771 0.0 -64 0.02888239049650603 0.029544852278900868 10 TARGET 100 5e-05 0.0 25 6771 0.0 -65 0.028808834689735163 0.029480170571442806 10 TARGET 100 5e-05 0.0 25 6771 0.0 -66 0.028733403901710655 0.029426622119816868 10 TARGET 100 5e-05 0.0 25 6771 0.0 -67 0.028664123260663817 0.029360589655962856 10 TARGET 100 5e-05 0.0 25 6771 0.0 -68 0.028591685555248148 0.029305828904563732 10 TARGET 100 5e-05 0.0 25 6771 0.0 -69 0.028523626571100972 0.029264204655632828 10 TARGET 100 5e-05 0.0 25 6771 0.0 -70 0.028460352559282323 0.02920200941011761 10 TARGET 100 5e-05 0.0 25 6771 0.0 -71 0.028393814729068816 0.029139753374637978 10 TARGET 100 5e-05 0.0 25 6771 0.0 -72 0.028327544806180178 0.02909059094434435 10 TARGET 100 5e-05 0.0 25 6771 0.0 -73 0.02826255531072215 0.029042035567037987 10 TARGET 100 5e-05 0.0 25 6771 0.0 -74 0.02819635664498565 0.02897614206780087 10 TARGET 100 5e-05 0.0 25 6771 0.0 -75 0.02813853002984315 0.028919730843468147 10 TARGET 100 5e-05 0.0 25 6771 0.0 -76 0.028078160433707013 0.02887746477217385 10 TARGET 100 5e-05 0.0 25 6771 0.0 -77 0.028013344433923764 0.028819829733534294 10 TARGET 100 5e-05 0.0 25 6771 0.0 -78 0.027956962905297377 0.028782295063138008 10 TARGET 100 5e-05 0.0 25 6771 0.0 -79 0.027890292783377547 0.028730161713831352 10 TARGET 100 5e-05 0.0 25 6771 0.0 -80 0.027831077726200373 0.0286772766460975 10 TARGET 100 5e-05 0.0 25 6771 0.0 -81 0.0277767134798998 0.028621329163963146 10 TARGET 100 5e-05 0.0 25 6771 0.0 -82 0.02772137946653045 0.028566715335755638 10 TARGET 100 5e-05 0.0 25 6771 0.0 -83 0.027661213883346178 0.028515878839023186 10 TARGET 100 5e-05 0.0 25 6771 0.0 -84 0.02760531787167896 0.02847692116417668 10 TARGET 100 5e-05 0.0 25 6771 0.0 -85 0.027546986429528755 0.028422486996560387 10 TARGET 100 5e-05 0.0 25 6771 0.0 -86 0.02748978438376377 0.028377658320647297 10 TARGET 100 5e-05 0.0 25 6771 0.0 -87 0.02743918600457686 0.028337281253753288 10 TARGET 100 5e-05 0.0 25 6771 0.0 -88 0.027384986944170513 0.02827872256889488 10 TARGET 100 5e-05 0.0 25 6771 0.0 -89 0.027327623977153388 0.0282432453311754 10 TARGET 100 5e-05 0.0 25 6771 0.0 -90 0.027275529028440163 0.02818772518499331 10 TARGET 100 5e-05 0.0 25 6771 0.0 -91 0.02721870731349144 0.028137662532654675 10 TARGET 100 5e-05 0.0 25 6771 0.0 -92 0.02717035190399849 0.028096393879615898 10 TARGET 100 5e-05 0.0 25 6771 0.0 -93 0.027112063290143654 0.028035453153830586 10 TARGET 100 5e-05 0.0 25 6771 0.0 -94 0.027065246933538102 0.028011211391651268 10 TARGET 100 5e-05 0.0 25 6771 0.0 -95 0.027011407213128776 0.027947065392226883 10 TARGET 100 5e-05 0.0 25 6771 0.0 -96 0.026962871108241755 0.027893430638042362 10 TARGET 100 5e-05 0.0 25 6771 0.0 -97 0.026913348585367203 0.02785836747198394 10 TARGET 100 5e-05 0.0 25 6771 0.0 -98 0.026864502817292003 0.027818304627682224 10 TARGET 100 5e-05 0.0 25 6771 0.0 -99 0.02681490799619092 0.0277668811155088 10 TARGET 100 5e-05 0.0 25 6771 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00005lr_25bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00005lr_25bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index cf4122390..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00005lr_25bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09627658606629179 0.09326179562644525 25 TARGET 100 5e-05 0.1 25 3823 0.0 -1 0.09271590734019826 0.08669620549136942 25 TARGET 100 5e-05 0.1 25 3823 0.0 -2 0.08435629940394199 0.07704103749358293 25 TARGET 100 5e-05 0.1 25 3823 0.0 -3 0.0750080548753642 0.06859777856505278 25 TARGET 100 5e-05 0.1 25 3823 0.0 -4 0.06728866892656694 0.06233362887393345 25 TARGET 100 5e-05 0.1 25 3823 0.0 -5 0.06175757104198539 0.057640472765673294 25 TARGET 100 5e-05 0.1 25 3823 0.0 -6 0.057523383831084775 0.05404103959374355 25 TARGET 100 5e-05 0.1 25 3823 0.0 -7 0.05427443226078143 0.051307097867582786 25 TARGET 100 5e-05 0.1 25 3823 0.0 -8 0.051871493270601886 0.049145750644983666 25 TARGET 100 5e-05 0.1 25 3823 0.0 -9 0.049958468963602176 0.04759939009267272 25 TARGET 100 5e-05 0.1 25 3823 0.0 -10 0.04844514682562865 0.04639842158014124 25 TARGET 100 5e-05 0.1 25 3823 0.0 -11 0.04739129954089821 0.045592272597731964 25 TARGET 100 5e-05 0.1 25 3823 0.0 -12 0.04675950725195986 0.044828559243769356 25 TARGET 100 5e-05 0.1 25 3823 0.0 -13 0.046017450885690425 0.04428155088063442 25 TARGET 100 5e-05 0.1 25 3823 0.0 -14 0.04537667108304573 0.04385280507532033 25 TARGET 100 5e-05 0.1 25 3823 0.0 -15 0.04487170021893199 0.043496485009337914 25 TARGET 100 5e-05 0.1 25 3823 0.0 -16 0.0445379192254158 0.043149890208786186 25 TARGET 100 5e-05 0.1 25 3823 0.0 -17 0.0441311575685587 0.042864488889322136 25 TARGET 100 5e-05 0.1 25 3823 0.0 -18 0.04407759405271172 0.04257127518455187 25 TARGET 100 5e-05 0.1 25 3823 0.0 -19 0.04377735456959768 0.04229228446880976 25 TARGET 100 5e-05 0.1 25 3823 0.0 -20 0.04352747798216865 0.04208086916443073 25 TARGET 100 5e-05 0.1 25 3823 0.0 -21 0.04308540380312136 0.04187115818036325 25 TARGET 100 5e-05 0.1 25 3823 0.0 -22 0.042879366369209304 0.04164789035690553 25 TARGET 100 5e-05 0.1 25 3823 0.0 -23 0.042597134632092935 0.04135855355046012 25 TARGET 100 5e-05 0.1 25 3823 0.0 -24 0.042385602846540985 0.041147632975921486 25 TARGET 100 5e-05 0.1 25 3823 0.0 -25 0.04230543020297381 0.04084035415541042 25 TARGET 100 5e-05 0.1 25 3823 0.0 -26 0.041882105792562165 0.04059327687277938 25 TARGET 100 5e-05 0.1 25 3823 0.0 -27 0.04168506403789175 0.04029198041693731 25 TARGET 100 5e-05 0.1 25 3823 0.0 -28 0.04131767777130259 0.03996239263903011 25 TARGET 100 5e-05 0.1 25 3823 0.0 -29 0.041065800715526346 0.039614037751699936 25 TARGET 100 5e-05 0.1 25 3823 0.0 -30 0.04080629109182342 0.039249793315927185 25 TARGET 100 5e-05 0.1 25 3823 0.0 -31 0.040378374289031384 0.0388780598048911 25 TARGET 100 5e-05 0.1 25 3823 0.0 -32 0.04020615362308242 0.03853777180792707 25 TARGET 100 5e-05 0.1 25 3823 0.0 -33 0.03971155557267192 0.03814930000314207 25 TARGET 100 5e-05 0.1 25 3823 0.0 -34 0.03943413483474391 0.037828367203474045 25 TARGET 100 5e-05 0.1 25 3823 0.0 -35 0.03906476827532755 0.037424916345061676 25 TARGET 100 5e-05 0.1 25 3823 0.0 -36 0.038674314810521276 0.03709910601151712 25 TARGET 100 5e-05 0.1 25 3823 0.0 -37 0.03851345834331681 0.03677075322378765 25 TARGET 100 5e-05 0.1 25 3823 0.0 -38 0.038054400509355046 0.03641939642980243 25 TARGET 100 5e-05 0.1 25 3823 0.0 -39 0.03781370007705809 0.03610563532195308 25 TARGET 100 5e-05 0.1 25 3823 0.0 -40 0.03760671478254025 0.03585740082869024 25 TARGET 100 5e-05 0.1 25 3823 0.0 -41 0.037575034180072825 0.03558561047821334 25 TARGET 100 5e-05 0.1 25 3823 0.0 -42 0.03702999474574821 0.03531977641537334 25 TARGET 100 5e-05 0.1 25 3823 0.0 -43 0.0370244032167124 0.03513068316335028 25 TARGET 100 5e-05 0.1 25 3823 0.0 -44 0.03686818910091614 0.03491496023806659 25 TARGET 100 5e-05 0.1 25 3823 0.0 -45 0.036484005243238374 0.034706895211429306 25 TARGET 100 5e-05 0.1 25 3823 0.0 -46 0.0364803005862818 0.03453499705276706 25 TARGET 100 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0.04195658345816513 0.042690567446477486 50 TARGET 100 5e-05 0.1 25 9852 0.0 -37 0.04182431454259137 0.04246243687741684 50 TARGET 100 5e-05 0.1 25 9852 0.0 -38 0.04165126083525343 0.04225101965394887 50 TARGET 100 5e-05 0.1 25 9852 0.0 -39 0.041457924490123484 0.04207178984176029 50 TARGET 100 5e-05 0.1 25 9852 0.0 -40 0.04120244631412053 0.04186980065071222 50 TARGET 100 5e-05 0.1 25 9852 0.0 -41 0.04091227292914182 0.04168220146587401 50 TARGET 100 5e-05 0.1 25 9852 0.0 -42 0.04079208366246737 0.04152206862063119 50 TARGET 100 5e-05 0.1 25 9852 0.0 -43 0.04063989146791323 0.041319506863753 50 TARGET 100 5e-05 0.1 25 9852 0.0 -44 0.040591680780304 0.0412095920606093 50 TARGET 100 5e-05 0.1 25 9852 0.0 -45 0.04038596597283778 0.04106486622582783 50 TARGET 100 5e-05 0.1 25 9852 0.0 -46 0.040254633108574134 0.040921904372446465 50 TARGET 100 5e-05 0.1 25 9852 0.0 -47 0.03999720639251298 0.04077257283709266 50 TARGET 100 5e-05 0.1 25 9852 0.0 -48 0.039985105846867416 0.040638210082596 50 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0.03735103706518809 50 TARGET 100 5e-05 0.1 25 9852 0.0 -74 0.03699763721287853 0.037262616283965835 50 TARGET 100 5e-05 0.1 25 9852 0.0 -75 0.03671381986301756 0.03715322155392531 50 TARGET 100 5e-05 0.1 25 9852 0.0 -76 0.0365213415387905 0.037016079619978416 50 TARGET 100 5e-05 0.1 25 9852 0.0 -77 0.036375488370958 0.03688568486408754 50 TARGET 100 5e-05 0.1 25 9852 0.0 -78 0.0364514102011618 0.03679306658379959 50 TARGET 100 5e-05 0.1 25 9852 0.0 -79 0.0365022116337561 0.03668642382730137 50 TARGET 100 5e-05 0.1 25 9852 0.0 -80 0.036244126318982155 0.03659920337976831 50 TARGET 100 5e-05 0.1 25 9852 0.0 -81 0.036210008755777824 0.03648816455494274 50 TARGET 100 5e-05 0.1 25 9852 0.0 -82 0.03609371245509446 0.03640477099653446 50 TARGET 100 5e-05 0.1 25 9852 0.0 -83 0.035866121877524186 0.03631957055944385 50 TARGET 100 5e-05 0.1 25 9852 0.0 -84 0.0358912128992755 0.03621597734816147 50 TARGET 100 5e-05 0.1 25 9852 0.0 -85 0.035834549490349865 0.036130878284122 50 TARGET 100 5e-05 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0.03505138872247754 50 TARGET 100 5e-05 0.1 25 9852 0.0 -99 0.03470815879979519 0.03497697458122716 50 TARGET 100 5e-05 0.1 25 9852 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00005lr_50bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00005lr_50bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index d1c6022bb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00005lr_50bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09675042657338409 0.09386922193296028 50 TARGET 100 5e-05 0.5 25 7708 0.0 -1 0.09640031390719944 0.09315507836414105 50 TARGET 100 5e-05 0.5 25 7708 0.0 -2 0.09559246300647556 0.09154640770319736 50 TARGET 100 5e-05 0.5 25 7708 0.0 -3 0.09394766585995452 0.08886234529993751 50 TARGET 100 5e-05 0.5 25 7708 0.0 -4 0.09166088434381517 0.08525927703488957 50 TARGET 100 5e-05 0.5 25 7708 0.0 -5 0.08850118261997146 0.08122491520462614 50 TARGET 100 5e-05 0.5 25 7708 0.0 -6 0.08504840568560944 0.07725068701036049 50 TARGET 100 5e-05 0.5 25 7708 0.0 -7 0.08189912832746601 0.07348660853776065 50 TARGET 100 5e-05 0.5 25 7708 0.0 -8 0.0790236257643812 0.07010012390938672 50 TARGET 100 5e-05 0.5 25 7708 0.0 -9 0.07631505157811072 0.06736531853675842 50 TARGET 100 5e-05 0.5 25 7708 0.0 -10 0.07364741256241043 0.06505536288022995 50 TARGET 100 5e-05 0.5 25 7708 0.0 -11 0.07138882487109213 0.06283557798826334 50 TARGET 100 5e-05 0.5 25 7708 0.0 -12 0.0696244862946597 0.060931152353684105 50 TARGET 100 5e-05 0.5 25 7708 0.0 -13 0.06768575962946471 0.05902777397722909 50 TARGET 100 5e-05 0.5 25 7708 0.0 -14 0.06663324540913707 0.05751660612948013 50 TARGET 100 5e-05 0.5 25 7708 0.0 -15 0.06440559857421452 0.05604765722245881 50 TARGET 100 5e-05 0.5 25 7708 0.0 -16 0.06316379654638293 0.05487001755020835 50 TARGET 100 5e-05 0.5 25 7708 0.0 -17 0.06173330621938111 0.05354658672303864 50 TARGET 100 5e-05 0.5 25 7708 0.0 -18 0.06074492470282898 0.05251420752117128 50 TARGET 100 5e-05 0.5 25 7708 0.0 -19 0.060100840022066226 0.05159519601500395 50 TARGET 100 5e-05 0.5 25 7708 0.0 -20 0.05878593436495624 0.050718585988788895 50 TARGET 100 5e-05 0.5 25 7708 0.0 -21 0.057777237774246065 0.05027254366061904 50 TARGET 100 5e-05 0.5 25 7708 0.0 -22 0.056696716144129085 0.04933938237302231 50 TARGET 100 5e-05 0.5 25 7708 0.0 -23 0.0562882472444263 0.04870507696812803 50 TARGET 100 5e-05 0.5 25 7708 0.0 -24 0.055258328264409844 0.04824403910474344 50 TARGET 100 5e-05 0.5 25 7708 0.0 -25 0.05470139509449503 0.04778925453623136 50 TARGET 100 5e-05 0.5 25 7708 0.0 -26 0.05425688379792252 0.047292455127744965 50 TARGET 100 5e-05 0.5 25 7708 0.0 -27 0.05380658904460544 0.04681902186888637 50 TARGET 100 5e-05 0.5 25 7708 0.0 -28 0.052810620880287505 0.04641879970828692 50 TARGET 100 5e-05 0.5 25 7708 0.0 -29 0.05285242765589997 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0.04477664518486771 0.041493056962887444 50 TARGET 100 5e-05 0.5 25 7708 0.0 -55 0.04488225559694598 0.04131725204713417 50 TARGET 100 5e-05 0.5 25 7708 0.0 -56 0.04552514670473157 0.04118710519237952 50 TARGET 100 5e-05 0.5 25 7708 0.0 -57 0.045322470981564986 0.04115297555020361 50 TARGET 100 5e-05 0.5 25 7708 0.0 -58 0.045058624511616 0.0409447428855029 50 TARGET 100 5e-05 0.5 25 7708 0.0 -59 0.04494005893215989 0.040831659666516563 50 TARGET 100 5e-05 0.5 25 7708 0.0 -60 0.04435104388831441 0.040810469425085816 50 TARGET 100 5e-05 0.5 25 7708 0.0 -61 0.044427143190344576 0.04069962262204199 50 TARGET 100 5e-05 0.5 25 7708 0.0 -62 0.04441477118768676 0.04048146092982003 50 TARGET 100 5e-05 0.5 25 7708 0.0 -63 0.04412558649726187 0.04047899670673139 50 TARGET 100 5e-05 0.5 25 7708 0.0 -64 0.04455569657412442 0.04034159422823877 50 TARGET 100 5e-05 0.5 25 7708 0.0 -65 0.04375101583272921 0.04024887051094662 50 TARGET 100 5e-05 0.5 25 7708 0.0 -66 0.04349301690204376 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100 5e-05 0.5 25 7708 0.0 -79 0.04242439820158361 0.03901723377180822 50 TARGET 100 5e-05 0.5 25 7708 0.0 -80 0.04225769179939019 0.03893840595176726 50 TARGET 100 5e-05 0.5 25 7708 0.0 -81 0.042236152697693215 0.03886243396184661 50 TARGET 100 5e-05 0.5 25 7708 0.0 -82 0.04172428127892491 0.03879806658986843 50 TARGET 100 5e-05 0.5 25 7708 0.0 -83 0.041949550988096176 0.03878177149277745 50 TARGET 100 5e-05 0.5 25 7708 0.0 -84 0.041832136347739385 0.03870689812483209 50 TARGET 100 5e-05 0.5 25 7708 0.0 -85 0.04186194910595714 0.03864762051538988 50 TARGET 100 5e-05 0.5 25 7708 0.0 -86 0.04182576120953367 0.03855113989927552 50 TARGET 100 5e-05 0.5 25 7708 0.0 -87 0.041766399185264154 0.038503131292986145 50 TARGET 100 5e-05 0.5 25 7708 0.0 -88 0.04124754223257604 0.03836917086984172 50 TARGET 100 5e-05 0.5 25 7708 0.0 -89 0.04122927789936965 0.03835554624145681 50 TARGET 100 5e-05 0.5 25 7708 0.0 -90 0.04178282193312741 0.03826202576359113 50 TARGET 100 5e-05 0.5 25 7708 0.0 -91 0.041394615213477655 0.03817163407802582 50 TARGET 100 5e-05 0.5 25 7708 0.0 -92 0.041521323989035706 0.03819050797910401 50 TARGET 100 5e-05 0.5 25 7708 0.0 -93 0.041110712445344186 0.038123375538623695 50 TARGET 100 5e-05 0.5 25 7708 0.0 -94 0.04082234621499524 0.038029210246873626 50 TARGET 100 5e-05 0.5 25 7708 0.0 -95 0.040989598792410056 0.03797322071411393 50 TARGET 100 5e-05 0.5 25 7708 0.0 -96 0.04051275884964651 0.03782117107149326 50 TARGET 100 5e-05 0.5 25 7708 0.0 -97 0.040858304021434755 0.0377864283368443 50 TARGET 100 5e-05 0.5 25 7708 0.0 -98 0.04101329058509082 0.03777709524288322 50 TARGET 100 5e-05 0.5 25 7708 0.0 -99 0.040464899882122325 0.037635203789580955 50 TARGET 100 5e-05 0.5 25 7708 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00005lr_50bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00005lr_50bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index ecf7e5ff6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.00005lr_50bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09655038676277956 0.09373476604620616 50 TARGET 100 5e-05 0.0 25 6129 0.0 -1 0.09570126471294699 0.09234114307345766 50 TARGET 100 5e-05 0.0 25 6129 0.0 -2 0.09370993469098601 0.08958270694270279 50 TARGET 100 5e-05 0.0 25 6129 0.0 -3 0.0903423614925407 0.08551251527034875 50 TARGET 100 5e-05 0.0 25 6129 0.0 -4 0.08588035412207999 0.08070495769833073 50 TARGET 100 5e-05 0.0 25 6129 0.0 -5 0.0809933441606435 0.07581478379892581 50 TARGET 100 5e-05 0.0 25 6129 0.0 -6 0.07625548787389941 0.07126709796262509 50 TARGET 100 5e-05 0.0 25 6129 0.0 -7 0.0719458913612446 0.0673003311861645 50 TARGET 100 5e-05 0.0 25 6129 0.0 -8 0.06815634572546089 0.06390245642625925 50 TARGET 100 5e-05 0.0 25 6129 0.0 -9 0.06489045778759803 0.0609594594800111 50 TARGET 100 5e-05 0.0 25 6129 0.0 -10 0.06202869036984363 0.05847522232568625 50 TARGET 100 5e-05 0.0 25 6129 0.0 -11 0.059544592656772144 0.05628394301642071 50 TARGET 100 5e-05 0.0 25 6129 0.0 -12 0.05734855021892573 0.05437639626589688 50 TARGET 100 5e-05 0.0 25 6129 0.0 -13 0.055398661831412656 0.05268761346285993 50 TARGET 100 5e-05 0.0 25 6129 0.0 -14 0.0536632952891817 0.05125137023401983 50 TARGET 100 5e-05 0.0 25 6129 0.0 -15 0.052180090524030456 0.049984788127017746 50 TARGET 100 5e-05 0.0 25 6129 0.0 -16 0.05092962423609162 0.04895227447603688 50 TARGET 100 5e-05 0.0 25 6129 0.0 -17 0.04985233870419589 0.04800127006389878 50 TARGET 100 5e-05 0.0 25 6129 0.0 -18 0.04889608410372076 0.047211874163512024 50 TARGET 100 5e-05 0.0 25 6129 0.0 -19 0.048092638816596686 0.046532169097300735 50 TARGET 100 5e-05 0.0 25 6129 0.0 -20 0.04740616627765023 0.04591944779862057 50 TARGET 100 5e-05 0.0 25 6129 0.0 -21 0.04679090883394684 0.045437430906476395 50 TARGET 100 5e-05 0.0 25 6129 0.0 -22 0.04625289110774143 0.04497676568500923 50 TARGET 100 5e-05 0.0 25 6129 0.0 -23 0.0457726896862791 0.04454195804216645 50 TARGET 100 5e-05 0.0 25 6129 0.0 -24 0.04534639162246627 0.04417722841555422 50 TARGET 100 5e-05 0.0 25 6129 0.0 -25 0.04496540056434946 0.04387474601919001 50 TARGET 100 5e-05 0.0 25 6129 0.0 -26 0.04463632544032251 0.04357520637638641 50 TARGET 100 5e-05 0.0 25 6129 0.0 -27 0.04434072928697573 0.04332503800590833 50 TARGET 100 5e-05 0.0 25 6129 0.0 -28 0.04405869848348878 0.04310665087717952 50 TARGET 100 5e-05 0.0 25 6129 0.0 -29 0.04381122381147311 0.04288316969618653 50 TARGET 100 5e-05 0.0 25 6129 0.0 -30 0.04358017560006793 0.04269053437041514 50 TARGET 100 5e-05 0.0 25 6129 0.0 -31 0.04336693018725023 0.04255824807015332 50 TARGET 100 5e-05 0.0 25 6129 0.0 -32 0.04317490747731543 0.04237600415945053 50 TARGET 100 5e-05 0.0 25 6129 0.0 -33 0.042978426548166304 0.04215729947794567 50 TARGET 100 5e-05 0.0 25 6129 0.0 -34 0.04279719209078988 0.04205191857887037 50 TARGET 100 5e-05 0.0 25 6129 0.0 -35 0.04261145867432408 0.04190213267098774 50 TARGET 100 5e-05 0.0 25 6129 0.0 -36 0.04243525309544621 0.041763707995414734 50 TARGET 100 5e-05 0.0 25 6129 0.0 -37 0.0422654675840328 0.04162848808548667 50 TARGET 100 5e-05 0.0 25 6129 0.0 -38 0.04209977216541968 0.041496200769236595 50 TARGET 100 5e-05 0.0 25 6129 0.0 -39 0.041940802626738244 0.041337571135073 50 TARGET 100 5e-05 0.0 25 6129 0.0 -40 0.04176301120306908 0.04121894276503361 50 TARGET 100 5e-05 0.0 25 6129 0.0 -41 0.041593614601928376 0.041094445369460365 50 TARGET 100 5e-05 0.0 25 6129 0.0 -42 0.04142413505349898 0.040940179404887284 50 TARGET 100 5e-05 0.0 25 6129 0.0 -43 0.04125318278618132 0.04079711482380376 50 TARGET 100 5e-05 0.0 25 6129 0.0 -44 0.04106478094552904 0.04065182613152446 50 TARGET 100 5e-05 0.0 25 6129 0.0 -45 0.040880239233123734 0.040523271443265854 50 TARGET 100 5e-05 0.0 25 6129 0.0 -46 0.040692152574608224 0.04034741471211115 50 TARGET 100 5e-05 0.0 25 6129 0.0 -47 0.040499575385943 0.04019786643259453 50 TARGET 100 5e-05 0.0 25 6129 0.0 -48 0.04030002327479096 0.040054490846214874 50 TARGET 100 5e-05 0.0 25 6129 0.0 -49 0.04010005409418533 0.03988668424161998 50 TARGET 100 5e-05 0.0 25 6129 0.0 -50 0.039891669633312254 0.039727579576499535 50 TARGET 100 5e-05 0.0 25 6129 0.0 -51 0.039679176942366945 0.039545784732609085 50 TARGET 100 5e-05 0.0 25 6129 0.0 -52 0.03944479960082757 0.039385432546788994 50 TARGET 100 5e-05 0.0 25 6129 0.0 -53 0.0391971306367354 0.03920693571368853 50 TARGET 100 5e-05 0.0 25 6129 0.0 -54 0.038925833084466885 0.03902147032997825 50 TARGET 100 5e-05 0.0 25 6129 0.0 -55 0.0386484874418689 0.03880720009857958 50 TARGET 100 5e-05 0.0 25 6129 0.0 -56 0.03837226164411214 0.03861712370858048 50 TARGET 100 5e-05 0.0 25 6129 0.0 -57 0.0380972766439722 0.03840545542312391 50 TARGET 100 5e-05 0.0 25 6129 0.0 -58 0.03783313207554095 0.03820671412077817 50 TARGET 100 5e-05 0.0 25 6129 0.0 -59 0.03757801409873497 0.03800540507742853 50 TARGET 100 5e-05 0.0 25 6129 0.0 -60 0.03733145717769761 0.03784732543157809 50 TARGET 100 5e-05 0.0 25 6129 0.0 -61 0.03709677564174639 0.03767338530583815 50 TARGET 100 5e-05 0.0 25 6129 0.0 -62 0.036879501120510326 0.03750652560230457 50 TARGET 100 5e-05 0.0 25 6129 0.0 -63 0.0366670837882994 0.03734643791209568 50 TARGET 100 5e-05 0.0 25 6129 0.0 -64 0.03647638832278525 0.03716693626660289 50 TARGET 100 5e-05 0.0 25 6129 0.0 -65 0.036274646593866124 0.037060958982417076 50 TARGET 100 5e-05 0.0 25 6129 0.0 -66 0.036102757108733306 0.036926303397525444 50 TARGET 100 5e-05 0.0 25 6129 0.0 -67 0.03593511155709273 0.03677369688044895 50 TARGET 100 5e-05 0.0 25 6129 0.0 -68 0.03576874046865537 0.03664945088552706 50 TARGET 100 5e-05 0.0 25 6129 0.0 -69 0.03561649534236702 0.03653173792091283 50 TARGET 100 5e-05 0.0 25 6129 0.0 -70 0.035472984240713344 0.036432468417015945 50 TARGET 100 5e-05 0.0 25 6129 0.0 -71 0.035330636144587486 0.03631008913119634 50 TARGET 100 5e-05 0.0 25 6129 0.0 -72 0.03519992340945636 0.036213570246190735 50 TARGET 100 5e-05 0.0 25 6129 0.0 -73 0.035073618796538024 0.036141050471500916 50 TARGET 100 5e-05 0.0 25 6129 0.0 -74 0.03495144721133139 0.036027312617410316 50 TARGET 100 5e-05 0.0 25 6129 0.0 -75 0.03483615448127692 0.03593845767053691 50 TARGET 100 5e-05 0.0 25 6129 0.0 -76 0.03472585025359484 0.03584216580246434 50 TARGET 100 5e-05 0.0 25 6129 0.0 -77 0.03462088999874664 0.03579624347162969 50 TARGET 100 5e-05 0.0 25 6129 0.0 -78 0.03451553920302728 0.03569045256484638 50 TARGET 100 5e-05 0.0 25 6129 0.0 -79 0.03441842812229487 0.03561627785816337 50 TARGET 100 5e-05 0.0 25 6129 0.0 -80 0.03432546074342246 0.03557227551937103 50 TARGET 100 5e-05 0.0 25 6129 0.0 -81 0.03423346816138788 0.035456538877703926 50 TARGET 100 5e-05 0.0 25 6129 0.0 -82 0.03414378196051225 0.035421320886322945 50 TARGET 100 5e-05 0.0 25 6129 0.0 -83 0.03405839421783232 0.035333878501798165 50 TARGET 100 5e-05 0.0 25 6129 0.0 -84 0.033973671408113006 0.035293771010456665 50 TARGET 100 5e-05 0.0 25 6129 0.0 -85 0.03389513467498099 0.035225836729461495 50 TARGET 100 5e-05 0.0 25 6129 0.0 -86 0.033813947654934444 0.03514864408608639 50 TARGET 100 5e-05 0.0 25 6129 0.0 -87 0.03373857181807761 0.03508603832486904 50 TARGET 100 5e-05 0.0 25 6129 0.0 -88 0.03366173529113182 0.03504277822194678 50 TARGET 100 5e-05 0.0 25 6129 0.0 -89 0.03358925754825274 0.03497680039568381 50 TARGET 100 5e-05 0.0 25 6129 0.0 -90 0.03351612752209408 0.03493212750463775 50 TARGET 100 5e-05 0.0 25 6129 0.0 -91 0.0334470393481078 0.03487516420357155 50 TARGET 100 5e-05 0.0 25 6129 0.0 -92 0.033377002071752294 0.03482106745694623 50 TARGET 100 5e-05 0.0 25 6129 0.0 -93 0.0333098446956588 0.034774061405297485 50 TARGET 100 5e-05 0.0 25 6129 0.0 -94 0.03324468061327934 0.034725585557294616 50 TARGET 100 5e-05 0.0 25 6129 0.0 -95 0.03318145278502594 0.03465600943926609 50 TARGET 100 5e-05 0.0 25 6129 0.0 -96 0.03311389736730844 0.034626326100392776 50 TARGET 100 5e-05 0.0 25 6129 0.0 -97 0.03305186015186888 0.034595518852725174 50 TARGET 100 5e-05 0.0 25 6129 0.0 -98 0.03298813364270962 0.034526224614995896 50 TARGET 100 5e-05 0.0 25 6129 0.0 -99 0.03292811575411546 0.0344719256867062 50 TARGET 100 5e-05 0.0 25 6129 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.0005lr_10bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.0005lr_10bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 81ca72f74..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.0005lr_10bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.06387588489637631 0.04476630382917144 10 TARGET 100 0.0005 0.1 25 3883 0.0 -1 0.043358456820048866 0.042046850377863106 10 TARGET 100 0.0005 0.1 25 3883 0.0 -2 0.04116363486005401 0.03912313079292124 10 TARGET 100 0.0005 0.1 25 3883 0.0 -3 0.0377557614460738 0.03619403572696628 10 TARGET 100 0.0005 0.1 25 3883 0.0 -4 0.035243800794235385 0.03477949282210885 10 TARGET 100 0.0005 0.1 25 3883 0.0 -5 0.03418375795036053 0.03404610248451883 10 TARGET 100 0.0005 0.1 25 3883 0.0 -6 0.03343403234651394 0.03319350590534283 10 TARGET 100 0.0005 0.1 25 3883 0.0 -7 0.03272130963728083 0.03258239257742058 10 TARGET 100 0.0005 0.1 25 3883 0.0 -8 0.03178910240029245 0.03190829333933917 10 TARGET 100 0.0005 0.1 25 3883 0.0 -9 0.03124267190870412 0.03142259738436251 10 TARGET 100 0.0005 0.1 25 3883 0.0 -10 0.030557638454417186 0.030638063100702835 10 TARGET 100 0.0005 0.1 25 3883 0.0 -11 0.02994712203841418 0.030045409884416695 10 TARGET 100 0.0005 0.1 25 3883 0.0 -12 0.029397476646384407 0.02966040655067473 10 TARGET 100 0.0005 0.1 25 3883 0.0 -13 0.029047871359721176 0.029505338463367836 10 TARGET 100 0.0005 0.1 25 3883 0.0 -14 0.02875998281945885 0.029080091778076057 10 TARGET 100 0.0005 0.1 25 3883 0.0 -15 0.028441512392777386 0.028933861264676758 10 TARGET 100 0.0005 0.1 25 3883 0.0 -16 0.028200433887415863 0.028784611911484688 10 TARGET 100 0.0005 0.1 25 3883 0.0 -17 0.028560397092892667 0.028656478971242905 10 TARGET 100 0.0005 0.1 25 3883 0.0 -18 0.028294682979383052 0.028577350080013275 10 TARGET 100 0.0005 0.1 25 3883 0.0 -19 0.028409126638011498 0.028404277326031166 10 TARGET 100 0.0005 0.1 25 3883 0.0 -20 0.028178932477629145 0.028419088515819924 10 TARGET 100 0.0005 0.1 25 3883 0.0 -21 0.02785493797224379 0.028056684429898407 10 TARGET 100 0.0005 0.1 25 3883 0.0 -22 0.02781659027919023 0.02819720616169048 10 TARGET 100 0.0005 0.1 25 3883 0.0 -23 0.027527109672776377 0.027938257056203755 10 TARGET 100 0.0005 0.1 25 3883 0.0 -24 0.027411541986194523 0.02779550173065879 10 TARGET 100 0.0005 0.1 25 3883 0.0 -25 0.027651273830470814 0.02790571100106745 10 TARGET 100 0.0005 0.1 25 3883 0.0 -26 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0.027157564738432966 0.027177182901086228 10 TARGET 100 0.0005 0.1 25 3883 0.0 -39 0.02667006238768197 0.027046485888687046 10 TARGET 100 0.0005 0.1 25 3883 0.0 -40 0.02713495806511805 0.0272540467593706 10 TARGET 100 0.0005 0.1 25 3883 0.0 -41 0.026500911122620707 0.026966347895336872 10 TARGET 100 0.0005 0.1 25 3883 0.0 -42 0.02658334308576704 0.02703275294466452 10 TARGET 100 0.0005 0.1 25 3883 0.0 -43 0.026775240521840375 0.02695468333408688 10 TARGET 100 0.0005 0.1 25 3883 0.0 -44 0.02677079085699637 0.026916730471632698 10 TARGET 100 0.0005 0.1 25 3883 0.0 -45 0.0266707333852145 0.026911099808234158 10 TARGET 100 0.0005 0.1 25 3883 0.0 -46 0.026962183578949583 0.026936848676114372 10 TARGET 100 0.0005 0.1 25 3883 0.0 -47 0.026796488680873656 0.02695162103257396 10 TARGET 100 0.0005 0.1 25 3883 0.0 -48 0.02646284637602692 0.026929867482095055 10 TARGET 100 0.0005 0.1 25 3883 0.0 -49 0.02627227654812312 0.026890702319867683 10 TARGET 100 0.0005 0.1 25 3883 0.0 -50 0.02646166619277161 0.026779605809486275 10 TARGET 100 0.0005 0.1 25 3883 0.0 -51 0.026454018008729024 0.02688457698307254 10 TARGET 100 0.0005 0.1 25 3883 0.0 -52 0.0264612272858419 0.026673356974215218 10 TARGET 100 0.0005 0.1 25 3883 0.0 -53 0.026486687957989648 0.026825714235504467 10 TARGET 100 0.0005 0.1 25 3883 0.0 -54 0.026436249854087025 0.026641854282581444 10 TARGET 100 0.0005 0.1 25 3883 0.0 -55 0.02635629997535386 0.02672288024967367 10 TARGET 100 0.0005 0.1 25 3883 0.0 -56 0.026393804918686148 0.026835460554469715 10 TARGET 100 0.0005 0.1 25 3883 0.0 -57 0.026105041625072257 0.02669266645203937 10 TARGET 100 0.0005 0.1 25 3883 0.0 -58 0.026194107195092773 0.026770248614025837 10 TARGET 100 0.0005 0.1 25 3883 0.0 -59 0.02615558561125789 0.026623020287264477 10 TARGET 100 0.0005 0.1 25 3883 0.0 -60 0.02619948943054636 0.02650278236604098 10 TARGET 100 0.0005 0.1 25 3883 0.0 -61 0.026380999408888096 0.02657188508998264 10 TARGET 100 0.0005 0.1 25 3883 0.0 -62 0.026239565532867756 0.02648794346235015 10 TARGET 100 0.0005 0.1 25 3883 0.0 -63 0.026190360819902083 0.026562509550289673 10 TARGET 100 0.0005 0.1 25 3883 0.0 -64 0.026157296987043485 0.026444408816821648 10 TARGET 100 0.0005 0.1 25 3883 0.0 -65 0.025935383475940637 0.026521113672942825 10 TARGET 100 0.0005 0.1 25 3883 0.0 -66 0.026241212531372352 0.026495302716890972 10 TARGET 100 0.0005 0.1 25 3883 0.0 -67 0.026190723502625923 0.026620847539919796 10 TARGET 100 0.0005 0.1 25 3883 0.0 -68 0.026040568659301558 0.026491627210017406 10 TARGET 100 0.0005 0.1 25 3883 0.0 -69 0.026263960928778456 0.026668552083499504 10 TARGET 100 0.0005 0.1 25 3883 0.0 -70 0.02607323448816534 0.026427007308512024 10 TARGET 100 0.0005 0.1 25 3883 0.0 -71 0.026395972786778552 0.02654639089649374 10 TARGET 100 0.0005 0.1 25 3883 0.0 -72 0.026133236327907854 0.026567733253945004 10 TARGET 100 0.0005 0.1 25 3883 0.0 -73 0.025975450152148704 0.02667877258676471 10 TARGET 100 0.0005 0.1 25 3883 0.0 -74 0.02601775082975927 0.026484024795618923 10 TARGET 100 0.0005 0.1 25 3883 0.0 -75 0.02593597606677399 0.026366694237698208 10 TARGET 100 0.0005 0.1 25 3883 0.0 -76 0.02627521558266497 0.026477992929744 10 TARGET 100 0.0005 0.1 25 3883 0.0 -77 0.026024378622922832 0.026437809577945507 10 TARGET 100 0.0005 0.1 25 3883 0.0 -78 0.02573843326055843 0.026382300720521897 10 TARGET 100 0.0005 0.1 25 3883 0.0 -79 0.02564566093261796 0.026381475907383545 10 TARGET 100 0.0005 0.1 25 3883 0.0 -80 0.026146329130337695 0.026405105762409443 10 TARGET 100 0.0005 0.1 25 3883 0.0 -81 0.02601580067791722 0.026411328069639927 10 TARGET 100 0.0005 0.1 25 3883 0.0 -82 0.02581908615299748 0.026253858468297756 10 TARGET 100 0.0005 0.1 25 3883 0.0 -83 0.025854889121571373 0.026343805263891365 10 TARGET 100 0.0005 0.1 25 3883 0.0 -84 0.026373277390093514 0.026372065090320328 10 TARGET 100 0.0005 0.1 25 3883 0.0 -85 0.026077868949985664 0.02624174365491578 10 TARGET 100 0.0005 0.1 25 3883 0.0 -86 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0.025559317182611535 0.026147354789304012 10 TARGET 100 0.0005 0.1 25 3883 0.0 -99 0.02562856885544981 0.026175210139516628 10 TARGET 100 0.0005 0.1 25 3883 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.0005lr_10bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.0005lr_10bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 8f34f216b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.0005lr_10bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07778757601123466 0.053942746398123825 10 TARGET 100 0.0005 0.5 25 9016 0.0 -1 0.0545366848332914 0.04194026113008008 10 TARGET 100 0.0005 0.5 25 9016 0.0 -2 0.04982176918523881 0.04129225241415428 10 TARGET 100 0.0005 0.5 25 9016 0.0 -3 0.0474881733758281 0.03986981138586998 10 TARGET 100 0.0005 0.5 25 9016 0.0 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10 TARGET 100 0.0005 0.5 25 9016 0.0 -29 0.0372063823997573 0.03215582183364666 10 TARGET 100 0.0005 0.5 25 9016 0.0 -30 0.03725452203090343 0.032255799594250595 10 TARGET 100 0.0005 0.5 25 9016 0.0 -31 0.0365872225451349 0.032474415489670005 10 TARGET 100 0.0005 0.5 25 9016 0.0 -32 0.03700974419311642 0.03248236932311997 10 TARGET 100 0.0005 0.5 25 9016 0.0 -33 0.03699310186635765 0.03213948231529106 10 TARGET 100 0.0005 0.5 25 9016 0.0 -34 0.036952854011847516 0.032306631462592064 10 TARGET 100 0.0005 0.5 25 9016 0.0 -35 0.036417972904815014 0.031905172166950775 10 TARGET 100 0.0005 0.5 25 9016 0.0 -36 0.03673719005151228 0.032268895457188286 10 TARGET 100 0.0005 0.5 25 9016 0.0 -37 0.03628351619649014 0.032269591691367554 10 TARGET 100 0.0005 0.5 25 9016 0.0 -38 0.03627635556138324 0.031848848882046615 10 TARGET 100 0.0005 0.5 25 9016 0.0 -39 0.036485089572391126 0.032267553506023956 10 TARGET 100 0.0005 0.5 25 9016 0.0 -40 0.036222000126585815 0.03198100174918319 10 TARGET 100 0.0005 0.5 25 9016 0.0 -41 0.03606309937407272 0.03218408583691626 10 TARGET 100 0.0005 0.5 25 9016 0.0 -42 0.03611203553374568 0.03213863294910301 10 TARGET 100 0.0005 0.5 25 9016 0.0 -43 0.035916819234036834 0.03191188412408034 10 TARGET 100 0.0005 0.5 25 9016 0.0 -44 0.0361469590954909 0.031811249583508026 10 TARGET 100 0.0005 0.5 25 9016 0.0 -45 0.03637918941551186 0.032047267269456024 10 TARGET 100 0.0005 0.5 25 9016 0.0 -46 0.03617413204652493 0.03180418468334458 10 TARGET 100 0.0005 0.5 25 9016 0.0 -47 0.036036387098457676 0.031990967973163635 10 TARGET 100 0.0005 0.5 25 9016 0.0 -48 0.03623608850344062 0.032223646557240776 10 TARGET 100 0.0005 0.5 25 9016 0.0 -49 0.03621790573151425 0.0316869073519201 10 TARGET 100 0.0005 0.5 25 9016 0.0 -50 0.03592727631832213 0.031858298419551415 10 TARGET 100 0.0005 0.5 25 9016 0.0 -51 0.03614056122925145 0.03130112097344615 10 TARGET 100 0.0005 0.5 25 9016 0.0 -52 0.035961652212221216 0.0313805587251078 10 TARGET 100 0.0005 0.5 25 9016 0.0 -53 0.03544657380768546 0.030944420419859165 10 TARGET 100 0.0005 0.5 25 9016 0.0 -54 0.03597191302889726 0.03127197994653023 10 TARGET 100 0.0005 0.5 25 9016 0.0 -55 0.035831008783795616 0.0312691301558957 10 TARGET 100 0.0005 0.5 25 9016 0.0 -56 0.03586337398674953 0.030882033773443916 10 TARGET 100 0.0005 0.5 25 9016 0.0 -57 0.035524917841710225 0.030589739707383243 10 TARGET 100 0.0005 0.5 25 9016 0.0 -58 0.0353174993787149 0.031072185064355533 10 TARGET 100 0.0005 0.5 25 9016 0.0 -59 0.035470003318606 0.031016862866553394 10 TARGET 100 0.0005 0.5 25 9016 0.0 -60 0.035706180420638334 0.031168581127668873 10 TARGET 100 0.0005 0.5 25 9016 0.0 -61 0.035715047038012884 0.031063507282824226 10 TARGET 100 0.0005 0.5 25 9016 0.0 -62 0.0349318857370603 0.030801890643708633 10 TARGET 100 0.0005 0.5 25 9016 0.0 -63 0.035714037114321584 0.03075382790782235 10 TARGET 100 0.0005 0.5 25 9016 0.0 -64 0.03577752544949151 0.030794660137458282 10 TARGET 100 0.0005 0.5 25 9016 0.0 -65 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.0005lr_25bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08168919029510784 0.057753360802025505 25 TARGET 100 0.0005 0.1 25 2023 0.0 -1 0.051833675591030505 0.04317886924201792 25 TARGET 100 0.0005 0.1 25 2023 0.0 -2 0.04458856009423532 0.04118776428654338 25 TARGET 100 0.0005 0.1 25 2023 0.0 -3 0.0429161406162913 0.03984864902767268 25 TARGET 100 0.0005 0.1 25 2023 0.0 -4 0.0414426042024134 0.03843761489472606 25 TARGET 100 0.0005 0.1 25 2023 0.0 -5 0.039659120280433585 0.03647725447786577 25 TARGET 100 0.0005 0.1 25 2023 0.0 -6 0.0376456302499731 0.03472927923906933 25 TARGET 100 0.0005 0.1 25 2023 0.0 -7 0.03612408127560459 0.033424839941841186 25 TARGET 100 0.0005 0.1 25 2023 0.0 -8 0.03519493478792484 0.032640270493698845 25 TARGET 100 0.0005 0.1 25 2023 0.0 -9 0.03452537969218862 0.03226174075495113 25 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0.02628560899835243 0.02483453144404021 25 TARGET 100 0.0005 0.1 25 2023 0.0 -83 0.026481273932137873 0.024919337028581085 25 TARGET 100 0.0005 0.1 25 2023 0.0 -84 0.025950191169350035 0.024923055997174797 25 TARGET 100 0.0005 0.1 25 2023 0.0 -85 0.026393891315317716 0.02486254119624694 25 TARGET 100 0.0005 0.1 25 2023 0.0 -86 0.02628757565686799 0.02483269160218311 25 TARGET 100 0.0005 0.1 25 2023 0.0 -87 0.02589934112297164 0.024779230723101082 25 TARGET 100 0.0005 0.1 25 2023 0.0 -88 0.0259792997254065 0.024777862271576218 25 TARGET 100 0.0005 0.1 25 2023 0.0 -89 0.026190233451348764 0.024735801175914028 25 TARGET 100 0.0005 0.1 25 2023 0.0 -90 0.02632008536220199 0.02478333638811653 25 TARGET 100 0.0005 0.1 25 2023 0.0 -91 0.026195343988336096 0.02489598747342825 25 TARGET 100 0.0005 0.1 25 2023 0.0 -92 0.02582341531034471 0.024818466948063084 25 TARGET 100 0.0005 0.1 25 2023 0.0 -93 0.025737952826676343 0.024783256887034935 25 TARGET 100 0.0005 0.1 25 2023 0.0 -94 0.026337392543527214 0.024806563121577103 25 TARGET 100 0.0005 0.1 25 2023 0.0 -95 0.026312476864416994 0.024755308291677273 25 TARGET 100 0.0005 0.1 25 2023 0.0 -96 0.026201284722572424 0.024752687945058853 25 TARGET 100 0.0005 0.1 25 2023 0.0 -97 0.0261251902841157 0.024844014114051155 25 TARGET 100 0.0005 0.1 25 2023 0.0 -98 0.025880999261080617 0.024685036447463615 25 TARGET 100 0.0005 0.1 25 2023 0.0 -99 0.026155086858229405 0.024728433031475906 25 TARGET 100 0.0005 0.1 25 2023 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.0005lr_25bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.0005lr_25bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 286c47e7c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.0005lr_25bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09040875919790381 0.07482858216672232 25 TARGET 100 0.0005 0.5 25 7176 0.0 -1 0.0715479964283781 0.06051656694123239 25 TARGET 100 0.0005 0.5 25 7176 0.0 -2 0.06089815389528018 0.04879191890358925 25 TARGET 100 0.0005 0.5 25 7176 0.0 -3 0.05333979417152879 0.044296397122018265 25 TARGET 100 0.0005 0.5 25 7176 0.0 -4 0.04968424077437381 0.04317562846523343 25 TARGET 100 0.0005 0.5 25 7176 0.0 -5 0.049376930370425134 0.04268729489183787 25 TARGET 100 0.0005 0.5 25 7176 0.0 -6 0.04807782906926039 0.04292943701148033 25 TARGET 100 0.0005 0.5 25 7176 0.0 -7 0.04763161930371615 0.04176356474106962 25 TARGET 100 0.0005 0.5 25 7176 0.0 -8 0.04633134061012806 0.04148288212265029 25 TARGET 100 0.0005 0.5 25 7176 0.0 -9 0.04703101288740483 0.04110347219940388 25 TARGET 100 0.0005 0.5 25 7176 0.0 -10 0.045275725549720355 0.04068763367831707 25 TARGET 100 0.0005 0.5 25 7176 0.0 -11 0.04439384050617114 0.039379956821600594 25 TARGET 100 0.0005 0.5 25 7176 0.0 -12 0.04391671311398749 0.038613742838303246 25 TARGET 100 0.0005 0.5 25 7176 0.0 -13 0.04279121933410866 0.03765663916640209 25 TARGET 100 0.0005 0.5 25 7176 0.0 -14 0.04223438588783195 0.037451653656634415 25 TARGET 100 0.0005 0.5 25 7176 0.0 -15 0.043231457929669405 0.03713267674726067 25 TARGET 100 0.0005 0.5 25 7176 0.0 -16 0.041791849145634406 0.03670381128110669 25 TARGET 100 0.0005 0.5 25 7176 0.0 -17 0.0410507118849943 0.03607053179858309 25 TARGET 100 0.0005 0.5 25 7176 0.0 -18 0.041249061323175525 0.036142806324994926 25 TARGET 100 0.0005 0.5 25 7176 0.0 -19 0.03977400159795678 0.035763115311662354 25 TARGET 100 0.0005 0.5 25 7176 0.0 -20 0.03976285035536947 0.03537532467056404 25 TARGET 100 0.0005 0.5 25 7176 0.0 -21 0.03933750614774749 0.035381584908023025 25 TARGET 100 0.0005 0.5 25 7176 0.0 -22 0.040192075224235804 0.03493353741412813 25 TARGET 100 0.0005 0.5 25 7176 0.0 -23 0.03890220815259399 0.03546001237224449 25 TARGET 100 0.0005 0.5 25 7176 0.0 -24 0.03954884592406075 0.03470116165099722 25 TARGET 100 0.0005 0.5 25 7176 0.0 -25 0.039125337312468374 0.03467116002557856 25 TARGET 100 0.0005 0.5 25 7176 0.0 -26 0.03912360260658192 0.03445649982401819 25 TARGET 100 0.0005 0.5 25 7176 0.0 -27 0.03855817298395465 0.03450077331878922 25 TARGET 100 0.0005 0.5 25 7176 0.0 -28 0.038309856860424936 0.034295130859721794 25 TARGET 100 0.0005 0.5 25 7176 0.0 -29 0.03830178820148662 0.03419292207355752 25 TARGET 100 0.0005 0.5 25 7176 0.0 -30 0.03818247207637989 0.03412309907038103 25 TARGET 100 0.0005 0.5 25 7176 0.0 -31 0.03853878659832759 0.03426965972352208 25 TARGET 100 0.0005 0.5 25 7176 0.0 -32 0.03806102430128088 0.033903635163424595 25 TARGET 100 0.0005 0.5 25 7176 0.0 -33 0.03789908389375868 0.03360191010164492 25 TARGET 100 0.0005 0.5 25 7176 0.0 -34 0.0378480814961773 0.033566608601673084 25 TARGET 100 0.0005 0.5 25 7176 0.0 -35 0.036714999644894795 0.03345650900155306 25 TARGET 100 0.0005 0.5 25 7176 0.0 -36 0.038300163379120906 0.033944083490606514 25 TARGET 100 0.0005 0.5 25 7176 0.0 -37 0.03715500555405713 0.03371783757977413 25 TARGET 100 0.0005 0.5 25 7176 0.0 -38 0.036692913997955996 0.03311457812334552 25 TARGET 100 0.0005 0.5 25 7176 0.0 -39 0.037525515087726544 0.033356336058315006 25 TARGET 100 0.0005 0.5 25 7176 0.0 -40 0.03683029176661061 0.033374466566425384 25 TARGET 100 0.0005 0.5 25 7176 0.0 -41 0.03652805481294189 0.03305182896667358 25 TARGET 100 0.0005 0.5 25 7176 0.0 -42 0.037102152653013414 0.03322867295620116 25 TARGET 100 0.0005 0.5 25 7176 0.0 -43 0.03693685018353992 0.03333833122230841 25 TARGET 100 0.0005 0.5 25 7176 0.0 -44 0.03718364034914208 0.03313458270647309 25 TARGET 100 0.0005 0.5 25 7176 0.0 -45 0.03732761597693569 0.033301011489873585 25 TARGET 100 0.0005 0.5 25 7176 0.0 -46 0.03728313048555193 0.032894235612316566 25 TARGET 100 0.0005 0.5 25 7176 0.0 -47 0.03706675639332144 0.03304722476186174 25 TARGET 100 0.0005 0.5 25 7176 0.0 -48 0.03660802123597776 0.03293991678704818 25 TARGET 100 0.0005 0.5 25 7176 0.0 -49 0.03692019728924891 0.03321288974786347 25 TARGET 100 0.0005 0.5 25 7176 0.0 -50 0.03652139225667374 0.03334583581961466 25 TARGET 100 0.0005 0.5 25 7176 0.0 -51 0.03633293637736177 0.03313046922399239 25 TARGET 100 0.0005 0.5 25 7176 0.0 -52 0.03693539360130475 0.03279141531410543 25 TARGET 100 0.0005 0.5 25 7176 0.0 -53 0.03651933405259843 0.03284811855039813 25 TARGET 100 0.0005 0.5 25 7176 0.0 -54 0.03558017031888568 0.032824502580545166 25 TARGET 100 0.0005 0.5 25 7176 0.0 -55 0.036823379804038436 0.03284247487670544 25 TARGET 100 0.0005 0.5 25 7176 0.0 -56 0.03640669546017944 0.032837532460689545 25 TARGET 100 0.0005 0.5 25 7176 0.0 -57 0.03645946648636651 0.03315002332921281 25 TARGET 100 0.0005 0.5 25 7176 0.0 -58 0.036203005360533495 0.03302364440804178 25 TARGET 100 0.0005 0.5 25 7176 0.0 -59 0.035731067059417365 0.03275849523417877 25 TARGET 100 0.0005 0.5 25 7176 0.0 -60 0.03670788642257352 0.03302096544454495 25 TARGET 100 0.0005 0.5 25 7176 0.0 -61 0.03597655647468788 0.03258922385672728 25 TARGET 100 0.0005 0.5 25 7176 0.0 -62 0.03678951663300646 0.03275773696827166 25 TARGET 100 0.0005 0.5 25 7176 0.0 -63 0.03656216242322416 0.032590712646417545 25 TARGET 100 0.0005 0.5 25 7176 0.0 -64 0.035755294384528895 0.03251208633071545 25 TARGET 100 0.0005 0.5 25 7176 0.0 -65 0.0363492251433407 0.032598392642808685 25 TARGET 100 0.0005 0.5 25 7176 0.0 -66 0.03617173840953445 0.032586063568790756 25 TARGET 100 0.0005 0.5 25 7176 0.0 -67 0.0364022165637225 0.0323877368461002 25 TARGET 100 0.0005 0.5 25 7176 0.0 -68 0.03583754706337596 0.032516495494002644 25 TARGET 100 0.0005 0.5 25 7176 0.0 -69 0.03555681996724822 0.032518807177742325 25 TARGET 100 0.0005 0.5 25 7176 0.0 -70 0.03633555134614108 0.03224649607683673 25 TARGET 100 0.0005 0.5 25 7176 0.0 -71 0.035511567078606046 0.03241856077290846 25 TARGET 100 0.0005 0.5 25 7176 0.0 -72 0.03594961914826523 0.032548780045048756 25 TARGET 100 0.0005 0.5 25 7176 0.0 -73 0.03568993999876759 0.03261309743604877 25 TARGET 100 0.0005 0.5 25 7176 0.0 -74 0.03588553900933928 0.03211994370389165 25 TARGET 100 0.0005 0.5 25 7176 0.0 -75 0.03604427456027932 0.03242357213501677 25 TARGET 100 0.0005 0.5 25 7176 0.0 -76 0.03537913645156706 0.03265328507757548 25 TARGET 100 0.0005 0.5 25 7176 0.0 -77 0.03539166640904215 0.032575127273572216 25 TARGET 100 0.0005 0.5 25 7176 0.0 -78 0.036202696694518983 0.03235242250516559 25 TARGET 100 0.0005 0.5 25 7176 0.0 -79 0.036031858675708676 0.032252608092896866 25 TARGET 100 0.0005 0.5 25 7176 0.0 -80 0.035264749048585044 0.03250033707555496 25 TARGET 100 0.0005 0.5 25 7176 0.0 -81 0.035505218870360844 0.03226074390113354 25 TARGET 100 0.0005 0.5 25 7176 0.0 -82 0.03574279882013798 0.03225283652092471 25 TARGET 100 0.0005 0.5 25 7176 0.0 -83 0.03528920783714614 0.03256885972664212 25 TARGET 100 0.0005 0.5 25 7176 0.0 -84 0.03542375837386859 0.03252992242800467 25 TARGET 100 0.0005 0.5 25 7176 0.0 -85 0.03573567649155153 0.032512365727487835 25 TARGET 100 0.0005 0.5 25 7176 0.0 -86 0.0355507157341599 0.03219305619484547 25 TARGET 100 0.0005 0.5 25 7176 0.0 -87 0.035333701732383434 0.03227248364551501 25 TARGET 100 0.0005 0.5 25 7176 0.0 -88 0.0356497873962929 0.03218265097926964 25 TARGET 100 0.0005 0.5 25 7176 0.0 -89 0.03511330026894908 0.032225059627583534 25 TARGET 100 0.0005 0.5 25 7176 0.0 -90 0.035756942405293285 0.03223618224376079 25 TARGET 100 0.0005 0.5 25 7176 0.0 -91 0.03542432253584517 0.032337300281858807 25 TARGET 100 0.0005 0.5 25 7176 0.0 -92 0.035411106798835475 0.03242972247641195 25 TARGET 100 0.0005 0.5 25 7176 0.0 -93 0.03485450644033525 0.0320806328037923 25 TARGET 100 0.0005 0.5 25 7176 0.0 -94 0.035005788729598225 0.03206231143099792 25 TARGET 100 0.0005 0.5 25 7176 0.0 -95 0.03553262123405331 0.032310067026904137 25 TARGET 100 0.0005 0.5 25 7176 0.0 -96 0.035073586579675624 0.03200764192098921 25 TARGET 100 0.0005 0.5 25 7176 0.0 -97 0.0355833980885118 0.03213611513263348 25 TARGET 100 0.0005 0.5 25 7176 0.0 -98 0.035566036329175085 0.03216196582511519 25 TARGET 100 0.0005 0.5 25 7176 0.0 -99 0.035198674910397645 0.032127117907459084 25 TARGET 100 0.0005 0.5 25 7176 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.0005lr_25bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.0005lr_25bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index fc9133fc5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.0005lr_25bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08035598613748246 0.059349375635837066 25 TARGET 100 0.0005 0.0 25 7325 0.0 -1 0.04979675757990341 0.04475603929974816 25 TARGET 100 0.0005 0.0 25 7325 0.0 -2 0.04252035066058941 0.041616069491614 25 TARGET 100 0.0005 0.0 25 7325 0.0 -3 0.039974663469325815 0.0390615046701648 25 TARGET 100 0.0005 0.0 25 7325 0.0 -4 0.037511260816294335 0.036602838529330314 25 TARGET 100 0.0005 0.0 25 7325 0.0 -5 0.0353600490988806 0.03471656945167166 25 TARGET 100 0.0005 0.0 25 7325 0.0 -6 0.033790272362655666 0.03356879785882704 25 TARGET 100 0.0005 0.0 25 7325 0.0 -7 0.03292836084560513 0.03280572694810954 25 TARGET 100 0.0005 0.0 25 7325 0.0 -8 0.03217043463291243 0.032141215365492935 25 TARGET 100 0.0005 0.0 25 7325 0.0 -9 0.03157654547003985 0.03162123587434039 25 TARGET 100 0.0005 0.0 25 7325 0.0 -10 0.031105007684667303 0.031212826400543705 25 TARGET 100 0.0005 0.0 25 7325 0.0 -11 0.030684132994425416 0.030816428137548042 25 TARGET 100 0.0005 0.0 25 7325 0.0 -12 0.03036380311166899 0.030529237267645924 25 TARGET 100 0.0005 0.0 25 7325 0.0 -13 0.030019370390585175 0.030335794146539585 25 TARGET 100 0.0005 0.0 25 7325 0.0 -14 0.029728871334331605 0.0300507719318072 25 TARGET 100 0.0005 0.0 25 7325 0.0 -15 0.02939722939748756 0.029724381468964344 25 TARGET 100 0.0005 0.0 25 7325 0.0 -16 0.029038905592553742 0.029418555031897442 25 TARGET 100 0.0005 0.0 25 7325 0.0 -17 0.02870914012018077 0.029199698657700508 25 TARGET 100 0.0005 0.0 25 7325 0.0 -18 0.028426287052933416 0.028834247397202434 25 TARGET 100 0.0005 0.0 25 7325 0.0 -19 0.028107379475351336 0.028644642651532635 25 TARGET 100 0.0005 0.0 25 7325 0.0 -20 0.027825477285316896 0.028409370898523113 25 TARGET 100 0.0005 0.0 25 7325 0.0 -21 0.027595881062249344 0.02822534138844772 25 TARGET 100 0.0005 0.0 25 7325 0.0 -22 0.027370727147518183 0.027993026245949848 25 TARGET 100 0.0005 0.0 25 7325 0.0 -23 0.027158453731299048 0.027792606305218105 25 TARGET 100 0.0005 0.0 25 7325 0.0 -24 0.026955560523928817 0.02763657844766523 25 TARGET 100 0.0005 0.0 25 7325 0.0 -25 0.026768917434218557 0.027450015937740154 25 TARGET 100 0.0005 0.0 25 7325 0.0 -26 0.026578575473040444 0.027339183979413727 25 TARGET 100 0.0005 0.0 25 7325 0.0 -27 0.026440445515593696 0.027193160304291683 25 TARGET 100 0.0005 0.0 25 7325 0.0 -28 0.02629367790188051 0.02706008650023829 25 TARGET 100 0.0005 0.0 25 7325 0.0 -29 0.02612505586635986 0.026978771512707073 25 TARGET 100 0.0005 0.0 25 7325 0.0 -30 0.026015605862167748 0.026835959912701088 25 TARGET 100 0.0005 0.0 25 7325 0.0 -31 0.02587568980989733 0.026732973585074597 25 TARGET 100 0.0005 0.0 25 7325 0.0 -32 0.025726110219754756 0.026580767818924152 25 TARGET 100 0.0005 0.0 25 7325 0.0 -33 0.025575344939951342 0.026426466012542896 25 TARGET 100 0.0005 0.0 25 7325 0.0 -34 0.02543522611649249 0.026340958464777832 25 TARGET 100 0.0005 0.0 25 7325 0.0 -35 0.025317524885915547 0.02620476261345726 25 TARGET 100 0.0005 0.0 25 7325 0.0 -36 0.025210925631902435 0.02610953753306107 25 TARGET 100 0.0005 0.0 25 7325 0.0 -37 0.025098441156122822 0.026060450398786503 25 TARGET 100 0.0005 0.0 25 7325 0.0 -38 0.025013524643851048 0.026001862109158978 25 TARGET 100 0.0005 0.0 25 7325 0.0 -39 0.02494692241440618 0.025944372356841057 25 TARGET 100 0.0005 0.0 25 7325 0.0 -40 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0.030210172644618786 50 TARGET 100 0.0005 0.5 25 7287 0.0 -83 0.035354255363094285 0.030180071057243782 50 TARGET 100 0.0005 0.5 25 7287 0.0 -84 0.03466647315256122 0.030192394825545223 50 TARGET 100 0.0005 0.5 25 7287 0.0 -85 0.0344598085340426 0.029772768982432106 50 TARGET 100 0.0005 0.5 25 7287 0.0 -86 0.035133864893656386 0.02999662133780393 50 TARGET 100 0.0005 0.5 25 7287 0.0 -87 0.03502766564739272 0.029844735551512604 50 TARGET 100 0.0005 0.5 25 7287 0.0 -88 0.03528818013993176 0.029752863853266746 50 TARGET 100 0.0005 0.5 25 7287 0.0 -89 0.034542524691683674 0.029716614069360676 50 TARGET 100 0.0005 0.5 25 7287 0.0 -90 0.03437557332343124 0.029856419642314766 50 TARGET 100 0.0005 0.5 25 7287 0.0 -91 0.035003124877358925 0.029954804728428524 50 TARGET 100 0.0005 0.5 25 7287 0.0 -92 0.03496174288518501 0.029756489350940243 50 TARGET 100 0.0005 0.5 25 7287 0.0 -93 0.03556567803025246 0.02973133111090371 50 TARGET 100 0.0005 0.5 25 7287 0.0 -94 0.03439297683863126 0.029802582254915527 50 TARGET 100 0.0005 0.5 25 7287 0.0 -95 0.034988854958453164 0.029683639041402123 50 TARGET 100 0.0005 0.5 25 7287 0.0 -96 0.03467092560196565 0.02965194991592205 50 TARGET 100 0.0005 0.5 25 7287 0.0 -97 0.0347036651840515 0.029739249836314808 50 TARGET 100 0.0005 0.5 25 7287 0.0 -98 0.03470562462403317 0.02961478816966216 50 TARGET 100 0.0005 0.5 25 7287 0.0 -99 0.03510378015161765 0.02966427876416481 50 TARGET 100 0.0005 0.5 25 7287 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.0005lr_50bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.0005lr_50bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index f2f799a59..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.0005lr_50bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 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0.03443794110507676 50 TARGET 100 0.0005 0.0 25 9568 0.0 -13 0.03432904067841242 0.03379287819067637 50 TARGET 100 0.0005 0.0 25 9568 0.0 -14 0.03369447100368212 0.03333679067366051 50 TARGET 100 0.0005 0.0 25 9568 0.0 -15 0.033154365904503796 0.032823258164254104 50 TARGET 100 0.0005 0.0 25 9568 0.0 -16 0.032742406809169435 0.0325330180877989 50 TARGET 100 0.0005 0.0 25 9568 0.0 -17 0.03238161473914429 0.03217345318107894 50 TARGET 100 0.0005 0.0 25 9568 0.0 -18 0.032051330043460786 0.03190299236413204 50 TARGET 100 0.0005 0.0 25 9568 0.0 -19 0.03174969141280611 0.03167387301271612 50 TARGET 100 0.0005 0.0 25 9568 0.0 -20 0.03150268982757221 0.03148856262365977 50 TARGET 100 0.0005 0.0 25 9568 0.0 -21 0.031278154684186786 0.03132661420739058 50 TARGET 100 0.0005 0.0 25 9568 0.0 -22 0.031050674843065666 0.03115937728999239 50 TARGET 100 0.0005 0.0 25 9568 0.0 -23 0.03086568048280297 0.03098019618879665 50 TARGET 100 0.0005 0.0 25 9568 0.0 -24 0.03066405728584789 0.030853058804165234 50 TARGET 100 0.0005 0.0 25 9568 0.0 -25 0.030515765595666888 0.030734493594729538 50 TARGET 100 0.0005 0.0 25 9568 0.0 -26 0.030367956023274446 0.03060832213271748 50 TARGET 100 0.0005 0.0 25 9568 0.0 -27 0.030229675047325367 0.030490166479439446 50 TARGET 100 0.0005 0.0 25 9568 0.0 -28 0.030117032183992743 0.030358765387173855 50 TARGET 100 0.0005 0.0 25 9568 0.0 -29 0.02996062468549218 0.03028108100547935 50 TARGET 100 0.0005 0.0 25 9568 0.0 -30 0.02982798766231898 0.030125254482933968 50 TARGET 100 0.0005 0.0 25 9568 0.0 -31 0.02969607758501965 0.03002879520257314 50 TARGET 100 0.0005 0.0 25 9568 0.0 -32 0.02956504760441756 0.02989357788905953 50 TARGET 100 0.0005 0.0 25 9568 0.0 -33 0.029449246529025662 0.02974409322169694 50 TARGET 100 0.0005 0.0 25 9568 0.0 -34 0.029309137545601285 0.02966224131259051 50 TARGET 100 0.0005 0.0 25 9568 0.0 -35 0.029182880483442284 0.029471738997733955 50 TARGET 100 0.0005 0.0 25 9568 0.0 -36 0.029004059713145697 0.029417355968193573 50 TARGET 100 0.0005 0.0 25 9568 0.0 -37 0.02887501218277798 0.029236533199295853 50 TARGET 100 0.0005 0.0 25 9568 0.0 -38 0.028730284748755722 0.02907108413902196 50 TARGET 100 0.0005 0.0 25 9568 0.0 -39 0.028583752787875807 0.028949639449516933 50 TARGET 100 0.0005 0.0 25 9568 0.0 -40 0.028462203495480395 0.028851823599049538 50 TARGET 100 0.0005 0.0 25 9568 0.0 -41 0.028328258995756958 0.0286839066468405 50 TARGET 100 0.0005 0.0 25 9568 0.0 -42 0.028207110861937206 0.028570690220504097 50 TARGET 100 0.0005 0.0 25 9568 0.0 -43 0.028077001598748295 0.02844864638014273 50 TARGET 100 0.0005 0.0 25 9568 0.0 -44 0.027968048604098635 0.028303157538175583 50 TARGET 100 0.0005 0.0 25 9568 0.0 -45 0.02786137237643152 0.02822732152135083 50 TARGET 100 0.0005 0.0 25 9568 0.0 -46 0.02774994593326893 0.028100343025995022 50 TARGET 100 0.0005 0.0 25 9568 0.0 -47 0.027645942532404103 0.027983505899707477 50 TARGET 100 0.0005 0.0 25 9568 0.0 -48 0.027544999890255207 0.027867783651207432 50 TARGET 100 0.0005 0.0 25 9568 0.0 -49 0.027461744449806934 0.027756278092662495 50 TARGET 100 0.0005 0.0 25 9568 0.0 -50 0.02736957911213841 0.027710392393849113 50 TARGET 100 0.0005 0.0 25 9568 0.0 -51 0.027292204732294836 0.027602141327930218 50 TARGET 100 0.0005 0.0 25 9568 0.0 -52 0.027216823056641252 0.027468635390202206 50 TARGET 100 0.0005 0.0 25 9568 0.0 -53 0.027147398264420152 0.027455630683989235 50 TARGET 100 0.0005 0.0 25 9568 0.0 -54 0.0270685951354026 0.027327739887616852 50 TARGET 100 0.0005 0.0 25 9568 0.0 -55 0.02699175249998417 0.027305092323910107 50 TARGET 100 0.0005 0.0 25 9568 0.0 -56 0.026945766343763382 0.027244814191803787 50 TARGET 100 0.0005 0.0 25 9568 0.0 -57 0.026891502410624966 0.02715726727337548 50 TARGET 100 0.0005 0.0 25 9568 0.0 -58 0.02683471533335018 0.027072935901356465 50 TARGET 100 0.0005 0.0 25 9568 0.0 -59 0.026779397694952158 0.027034344095172302 50 TARGET 100 0.0005 0.0 25 9568 0.0 -60 0.026716335297182755 0.026980347649166077 50 TARGET 100 0.0005 0.0 25 9568 0.0 -61 0.02667463091688124 0.026931414380669594 50 TARGET 100 0.0005 0.0 25 9568 0.0 -62 0.02661072206291486 0.026864314564701283 50 TARGET 100 0.0005 0.0 25 9568 0.0 -63 0.026568440362961604 0.026839983113335842 50 TARGET 100 0.0005 0.0 25 9568 0.0 -64 0.02652701896674906 0.026765905715750927 50 TARGET 100 0.0005 0.0 25 9568 0.0 -65 0.0264932254661715 0.026740374438690418 50 TARGET 100 0.0005 0.0 25 9568 0.0 -66 0.026446602348024997 0.026699071129163105 50 TARGET 100 0.0005 0.0 25 9568 0.0 -67 0.02642248142573368 0.026660103858871895 50 TARGET 100 0.0005 0.0 25 9568 0.0 -68 0.026371177442697964 0.026604802093722603 50 TARGET 100 0.0005 0.0 25 9568 0.0 -69 0.026337210283385783 0.026585051959211178 50 TARGET 100 0.0005 0.0 25 9568 0.0 -70 0.026296795882058865 0.02657348301374551 50 TARGET 100 0.0005 0.0 25 9568 0.0 -71 0.026271252206178628 0.026520205210104134 50 TARGET 100 0.0005 0.0 25 9568 0.0 -72 0.026247780130367087 0.0264870280004812 50 TARGET 100 0.0005 0.0 25 9568 0.0 -73 0.026214095823441693 0.026478886491421497 50 TARGET 100 0.0005 0.0 25 9568 0.0 -74 0.0261868803137882 0.026408510734186028 50 TARGET 100 0.0005 0.0 25 9568 0.0 -75 0.026169830613365076 0.02641244695493669 50 TARGET 100 0.0005 0.0 25 9568 0.0 -76 0.026144280132872087 0.026374829312165577 50 TARGET 100 0.0005 0.0 25 9568 0.0 -77 0.02611646724093442 0.026362585919824513 50 TARGET 100 0.0005 0.0 25 9568 0.0 -78 0.026095234315453554 0.02634898161120487 50 TARGET 100 0.0005 0.0 25 9568 0.0 -79 0.026060257709086543 0.026327087064132546 50 TARGET 100 0.0005 0.0 25 9568 0.0 -80 0.026056152194587873 0.026306044931213062 50 TARGET 100 0.0005 0.0 25 9568 0.0 -81 0.026029689764284124 0.026286634362556717 50 TARGET 100 0.0005 0.0 25 9568 0.0 -82 0.026007408752836764 0.026252707071376568 50 TARGET 100 0.0005 0.0 25 9568 0.0 -83 0.025994042310901362 0.026217822324145924 50 TARGET 100 0.0005 0.0 25 9568 0.0 -84 0.025976728045880193 0.026247477610454414 50 TARGET 100 0.0005 0.0 25 9568 0.0 -85 0.025958475089233733 0.026242285402435245 50 TARGET 100 0.0005 0.0 25 9568 0.0 -86 0.02593637025140552 0.026198359827200573 50 TARGET 100 0.0005 0.0 25 9568 0.0 -87 0.025927448406915875 0.026216512884606014 50 TARGET 100 0.0005 0.0 25 9568 0.0 -88 0.025911584164106886 0.02613283039042444 50 TARGET 100 0.0005 0.0 25 9568 0.0 -89 0.02589339594221878 0.026143585472847477 50 TARGET 100 0.0005 0.0 25 9568 0.0 -90 0.025879812969352663 0.02614115709156701 50 TARGET 100 0.0005 0.0 25 9568 0.0 -91 0.025874142726312582 0.026121488631223187 50 TARGET 100 0.0005 0.0 25 9568 0.0 -92 0.02585189144192922 0.026100968490495827 50 TARGET 100 0.0005 0.0 25 9568 0.0 -93 0.025839985263618557 0.026104065730716244 50 TARGET 100 0.0005 0.0 25 9568 0.0 -94 0.025838589979341936 0.026091077562534447 50 TARGET 100 0.0005 0.0 25 9568 0.0 -95 0.02582683928486474 0.02607405185699463 50 TARGET 100 0.0005 0.0 25 9568 0.0 -96 0.025817370274251558 0.026099914120453777 50 TARGET 100 0.0005 0.0 25 9568 0.0 -97 0.02581270297468712 0.02605488772193591 50 TARGET 100 0.0005 0.0 25 9568 0.0 -98 0.02579945370379321 0.026056377442948746 50 TARGET 100 0.0005 0.0 25 9568 0.0 -99 0.02578902610198215 0.02604951760308309 50 TARGET 100 0.0005 0.0 25 9568 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_10bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_10bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index c278f3b7d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_10bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.057428035044710245 0.041895500299605454 10 TARGET 100 0.001 0.1 25 6025 0.0 -1 0.04155328325450621 0.03628679568117315 10 TARGET 100 0.001 0.1 25 6025 0.0 -2 0.036478713838389826 0.03302967379038984 10 TARGET 100 0.001 0.1 25 6025 0.0 -3 0.03485716187617795 0.031240653303084953 10 TARGET 100 0.001 0.1 25 6025 0.0 -4 0.03305812725665593 0.029900772101951367 10 TARGET 100 0.001 0.1 25 6025 0.0 -5 0.03185122606253584 0.029496295716274868 10 TARGET 100 0.001 0.1 25 6025 0.0 -6 0.03127474702192276 0.028737364223960674 10 TARGET 100 0.001 0.1 25 6025 0.0 -7 0.030481765529623738 0.028358410027894108 10 TARGET 100 0.001 0.1 25 6025 0.0 -8 0.03028876168233176 0.028136509103756962 10 TARGET 100 0.001 0.1 25 6025 0.0 -9 0.029956027997112035 0.028070860062584732 10 TARGET 100 0.001 0.1 25 6025 0.0 -10 0.02966810849429381 0.027619737567323627 10 TARGET 100 0.001 0.1 25 6025 0.0 -11 0.02931584412802751 0.02756219357252121 10 TARGET 100 0.001 0.1 25 6025 0.0 -12 0.029526080327854816 0.027494046046878353 10 TARGET 100 0.001 0.1 25 6025 0.0 -13 0.02945474278721143 0.02743752577313871 10 TARGET 100 0.001 0.1 25 6025 0.0 -14 0.029323656626221307 0.02721473749614123 10 TARGET 100 0.001 0.1 25 6025 0.0 -15 0.029056381691335027 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TARGET 100 0.001 0.1 25 6025 0.0 -77 0.026811622998830848 0.02556886354630644 10 TARGET 100 0.001 0.1 25 6025 0.0 -78 0.026750029400241897 0.02552665104017113 10 TARGET 100 0.001 0.1 25 6025 0.0 -79 0.0269331739594539 0.025705063715577126 10 TARGET 100 0.001 0.1 25 6025 0.0 -80 0.026758760408269435 0.02551290810559735 10 TARGET 100 0.001 0.1 25 6025 0.0 -81 0.02705950461804666 0.025672282120495132 10 TARGET 100 0.001 0.1 25 6025 0.0 -82 0.02688689496029507 0.02542850747704506 10 TARGET 100 0.001 0.1 25 6025 0.0 -83 0.027004127142957163 0.025500511468359917 10 TARGET 100 0.001 0.1 25 6025 0.0 -84 0.026747884115937984 0.02571511793542992 10 TARGET 100 0.001 0.1 25 6025 0.0 -85 0.02704539957773003 0.025584620056730328 10 TARGET 100 0.001 0.1 25 6025 0.0 -86 0.026932292965927508 0.02556940997866067 10 TARGET 100 0.001 0.1 25 6025 0.0 -87 0.02709886885752983 0.02580519455174605 10 TARGET 100 0.001 0.1 25 6025 0.0 -88 0.026812049162006538 0.025559510358355263 10 TARGET 100 0.001 0.1 25 6025 0.0 -89 0.02659704748177368 0.025584462973656075 10 TARGET 100 0.001 0.1 25 6025 0.0 -90 0.02681704387946763 0.025615821225625095 10 TARGET 100 0.001 0.1 25 6025 0.0 -91 0.026778384660580745 0.025508583438667385 10 TARGET 100 0.001 0.1 25 6025 0.0 -92 0.02690706559478835 0.025600720592068905 10 TARGET 100 0.001 0.1 25 6025 0.0 -93 0.02684532590085007 0.02551006700730685 10 TARGET 100 0.001 0.1 25 6025 0.0 -94 0.02683309481952728 0.02559017079571883 10 TARGET 100 0.001 0.1 25 6025 0.0 -95 0.026984557208388743 0.02557623487981883 10 TARGET 100 0.001 0.1 25 6025 0.0 -96 0.027122580838273673 0.02549836982154485 10 TARGET 100 0.001 0.1 25 6025 0.0 -97 0.026399066646642957 0.025591585220712604 10 TARGET 100 0.001 0.1 25 6025 0.0 -98 0.027189634138285512 0.025560480627146633 10 TARGET 100 0.001 0.1 25 6025 0.0 -99 0.026706546168736738 0.02559790574014187 10 TARGET 100 0.001 0.1 25 6025 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_10bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_10bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 2fb586192..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_10bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07553870205827032 0.05010241563573028 10 TARGET 100 0.001 0.5 25 7753 0.0 -1 0.055902483073448896 0.04370248893445188 10 TARGET 100 0.001 0.5 25 7753 0.0 -2 0.050182643412339564 0.04094152039650715 10 TARGET 100 0.001 0.5 25 7753 0.0 -3 0.04951983854575992 0.04144266157439261 10 TARGET 100 0.001 0.5 25 7753 0.0 -4 0.04708641430093383 0.03891463589036104 10 TARGET 100 0.001 0.5 25 7753 0.0 -5 0.045605412411569346 0.03799138805179885 10 TARGET 100 0.001 0.5 25 7753 0.0 -6 0.04364598301625011 0.03652258025425853 10 TARGET 100 0.001 0.5 25 7753 0.0 -7 0.0428922728255943 0.03603530979969285 10 TARGET 100 0.001 0.5 25 7753 0.0 -8 0.04177388605294806 0.036377032033421776 10 TARGET 100 0.001 0.5 25 7753 0.0 -9 0.04079533604158697 0.03555383725148259 10 TARGET 100 0.001 0.5 25 7753 0.0 -10 0.03982685601043982 0.03430810661026926 10 TARGET 100 0.001 0.5 25 7753 0.0 -11 0.040278725840326914 0.03473975340073759 10 TARGET 100 0.001 0.5 25 7753 0.0 -12 0.04005661042350711 0.03396704025340803 10 TARGET 100 0.001 0.5 25 7753 0.0 -13 0.03933481114480632 0.03364306248047135 10 TARGET 100 0.001 0.5 25 7753 0.0 -14 0.039161250133205344 0.03370495942054373 10 TARGET 100 0.001 0.5 25 7753 0.0 -15 0.03981732606561698 0.03360313843145515 10 TARGET 100 0.001 0.5 25 7753 0.0 -16 0.0395814265604272 0.03485318544236096 10 TARGET 100 0.001 0.5 25 7753 0.0 -17 0.03889489183923612 0.033699540252035316 10 TARGET 100 0.001 0.5 25 7753 0.0 -18 0.03942327046459572 0.033229961596203575 10 TARGET 100 0.001 0.5 25 7753 0.0 -19 0.03870791077664003 0.03371365582852653 10 TARGET 100 0.001 0.5 25 7753 0.0 -20 0.039503065003740664 0.03270133144476197 10 TARGET 100 0.001 0.5 25 7753 0.0 -21 0.03858570614045718 0.03285445075369242 10 TARGET 100 0.001 0.5 25 7753 0.0 -22 0.03847819676478503 0.032739086471723786 10 TARGET 100 0.001 0.5 25 7753 0.0 -23 0.03789400344444847 0.03374457269003897 10 TARGET 100 0.001 0.5 25 7753 0.0 -24 0.03830819565689925 0.03296188953699487 10 TARGET 100 0.001 0.5 25 7753 0.0 -25 0.03888711311951631 0.0341486982775457 10 TARGET 100 0.001 0.5 25 7753 0.0 -26 0.038511547087519256 0.033135594122789123 10 TARGET 100 0.001 0.5 25 7753 0.0 -27 0.03846506191172985 0.03292948927617434 10 TARGET 100 0.001 0.5 25 7753 0.0 -28 0.038554574704732156 0.03335399496735948 10 TARGET 100 0.001 0.5 25 7753 0.0 -29 0.03834936853109385 0.032955943127021645 10 TARGET 100 0.001 0.5 25 7753 0.0 -30 0.03851543201967723 0.032979672153790794 10 TARGET 100 0.001 0.5 25 7753 0.0 -31 0.03821870027994267 0.03277928252337557 10 TARGET 100 0.001 0.5 25 7753 0.0 -32 0.03855360999251857 0.03272470120679249 10 TARGET 100 0.001 0.5 25 7753 0.0 -33 0.03798053310776399 0.03321472301401875 10 TARGET 100 0.001 0.5 25 7753 0.0 -34 0.037926511312223445 0.0327197423374111 10 TARGET 100 0.001 0.5 25 7753 0.0 -35 0.038086797891542165 0.03258446987831232 10 TARGET 100 0.001 0.5 25 7753 0.0 -36 0.03773374597131202 0.03239822336895899 10 TARGET 100 0.001 0.5 25 7753 0.0 -37 0.03740571984889531 0.032474193439790695 10 TARGET 100 0.001 0.5 25 7753 0.0 -38 0.03840731737840457 0.03256557069041512 10 TARGET 100 0.001 0.5 25 7753 0.0 -39 0.037585853978439616 0.03248694488270716 10 TARGET 100 0.001 0.5 25 7753 0.0 -40 0.037536557563125884 0.032965819210265625 10 TARGET 100 0.001 0.5 25 7753 0.0 -41 0.038221756002618006 0.032132949962308914 10 TARGET 100 0.001 0.5 25 7753 0.0 -42 0.03782453907885736 0.03248446824198419 10 TARGET 100 0.001 0.5 25 7753 0.0 -43 0.03847616160232009 0.03301893236736456 10 TARGET 100 0.001 0.5 25 7753 0.0 -44 0.037639509522754334 0.03268603591079062 10 TARGET 100 0.001 0.5 25 7753 0.0 -45 0.03809716756320762 0.03262767850449591 10 TARGET 100 0.001 0.5 25 7753 0.0 -46 0.03780592071764196 0.03298967038140153 10 TARGET 100 0.001 0.5 25 7753 0.0 -47 0.038188073119330486 0.033240963112224235 10 TARGET 100 0.001 0.5 25 7753 0.0 -48 0.037387704482985666 0.032957794539856186 10 TARGET 100 0.001 0.5 25 7753 0.0 -49 0.03746087179340497 0.03268585974971453 10 TARGET 100 0.001 0.5 25 7753 0.0 -50 0.037933138515862955 0.03241669962351972 10 TARGET 100 0.001 0.5 25 7753 0.0 -51 0.03770418014841449 0.03220481476323171 10 TARGET 100 0.001 0.5 25 7753 0.0 -52 0.038174436506046995 0.032158859582109886 10 TARGET 100 0.001 0.5 25 7753 0.0 -53 0.037707969590218784 0.03222236217874469 10 TARGET 100 0.001 0.5 25 7753 0.0 -54 0.037912572367173256 0.03257488752856399 10 TARGET 100 0.001 0.5 25 7753 0.0 -55 0.03775241599741207 0.031980938080585365 10 TARGET 100 0.001 0.5 25 7753 0.0 -56 0.037467064279498474 0.032581607162049324 10 TARGET 100 0.001 0.5 25 7753 0.0 -57 0.037815739591966574 0.03215031100041939 10 TARGET 100 0.001 0.5 25 7753 0.0 -58 0.037247395299701176 0.032214099992856834 10 TARGET 100 0.001 0.5 25 7753 0.0 -59 0.03712544774617812 0.03208417168846636 10 TARGET 100 0.001 0.5 25 7753 0.0 -60 0.03719038439143186 0.03219310436962229 10 TARGET 100 0.001 0.5 25 7753 0.0 -61 0.03801195083894714 0.03233992426910184 10 TARGET 100 0.001 0.5 25 7753 0.0 -62 0.03696213231142924 0.032166337707277504 10 TARGET 100 0.001 0.5 25 7753 0.0 -63 0.03813656755669751 0.03227294902458335 10 TARGET 100 0.001 0.5 25 7753 0.0 -64 0.03750758564808353 0.032361875203522766 10 TARGET 100 0.001 0.5 25 7753 0.0 -65 0.03713341987995989 0.03222222902783842 10 TARGET 100 0.001 0.5 25 7753 0.0 -66 0.037551839475328676 0.03230189362710172 10 TARGET 100 0.001 0.5 25 7753 0.0 -67 0.03687809359420229 0.032429168170148674 10 TARGET 100 0.001 0.5 25 7753 0.0 -68 0.03724956601506933 0.03252975563659812 10 TARGET 100 0.001 0.5 25 7753 0.0 -69 0.03784566766485221 0.032344651888265755 10 TARGET 100 0.001 0.5 25 7753 0.0 -70 0.03805475052358325 0.03215354923723322 10 TARGET 100 0.001 0.5 25 7753 0.0 -71 0.03844420080032413 0.032283092086965386 10 TARGET 100 0.001 0.5 25 7753 0.0 -72 0.03737857506958523 0.032233455811034546 10 TARGET 100 0.001 0.5 25 7753 0.0 -73 0.0381357890023828 0.03238187148941286 10 TARGET 100 0.001 0.5 25 7753 0.0 -74 0.038075948861562445 0.03253986212340268 10 TARGET 100 0.001 0.5 25 7753 0.0 -75 0.03706097644863506 0.03232472435091481 10 TARGET 100 0.001 0.5 25 7753 0.0 -76 0.0365209897120894 0.031980755597804535 10 TARGET 100 0.001 0.5 25 7753 0.0 -77 0.037989298276828995 0.03247605089211103 10 TARGET 100 0.001 0.5 25 7753 0.0 -78 0.03732781548692723 0.032112120340267815 10 TARGET 100 0.001 0.5 25 7753 0.0 -79 0.03697367515477669 0.032254852410970314 10 TARGET 100 0.001 0.5 25 7753 0.0 -80 0.037594729570377156 0.03223383415377501 10 TARGET 100 0.001 0.5 25 7753 0.0 -81 0.03702325610951944 0.03198040050990654 10 TARGET 100 0.001 0.5 25 7753 0.0 -82 0.03705125935501121 0.03208232258982731 10 TARGET 100 0.001 0.5 25 7753 0.0 -83 0.037701009104799746 0.03243110605487318 10 TARGET 100 0.001 0.5 25 7753 0.0 -84 0.03791871768507091 0.032160106199708854 10 TARGET 100 0.001 0.5 25 7753 0.0 -85 0.03774094337014237 0.03242512560929313 10 TARGET 100 0.001 0.5 25 7753 0.0 -86 0.03765349339706328 0.031896771637327744 10 TARGET 100 0.001 0.5 25 7753 0.0 -87 0.038043397996160716 0.031945660653890984 10 TARGET 100 0.001 0.5 25 7753 0.0 -88 0.03764793291838482 0.03214449898311586 10 TARGET 100 0.001 0.5 25 7753 0.0 -89 0.03673550866619505 0.03235766404505932 10 TARGET 100 0.001 0.5 25 7753 0.0 -90 0.03786688818524181 0.032113669045043716 10 TARGET 100 0.001 0.5 25 7753 0.0 -91 0.03719152985548331 0.0321761861330632 10 TARGET 100 0.001 0.5 25 7753 0.0 -92 0.03685854305121233 0.03174270125049533 10 TARGET 100 0.001 0.5 25 7753 0.0 -93 0.03732949664019776 0.03192386081950231 10 TARGET 100 0.001 0.5 25 7753 0.0 -94 0.03741899369165352 0.03172163479030132 10 TARGET 100 0.001 0.5 25 7753 0.0 -95 0.037102655830608074 0.03189327381551266 10 TARGET 100 0.001 0.5 25 7753 0.0 -96 0.03796633408226148 0.032125099477442826 10 TARGET 100 0.001 0.5 25 7753 0.0 -97 0.037689407127172454 0.03209908204999837 10 TARGET 100 0.001 0.5 25 7753 0.0 -98 0.037175036258117515 0.03210839595307003 10 TARGET 100 0.001 0.5 25 7753 0.0 -99 0.037367351767089635 0.03230339029070103 10 TARGET 100 0.001 0.5 25 7753 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_10bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_10bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index 23b5f5243..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_10bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 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0.02761457290387515 10 TARGET 100 0.001 0.0 25 726 0.0 -12 0.026316339275501793 0.02716245891695673 10 TARGET 100 0.001 0.0 25 726 0.0 -13 0.026114821283504216 0.027164291138901855 10 TARGET 100 0.001 0.0 25 726 0.0 -14 0.02592005906156217 0.02697221872707208 10 TARGET 100 0.001 0.0 25 726 0.0 -15 0.02582354419033736 0.02674428029268077 10 TARGET 100 0.001 0.0 25 726 0.0 -16 0.025669513646550852 0.02667133459313349 10 TARGET 100 0.001 0.0 25 726 0.0 -17 0.025570972706583213 0.026539029892195354 10 TARGET 100 0.001 0.0 25 726 0.0 -18 0.02543908603464313 0.026470381766557693 10 TARGET 100 0.001 0.0 25 726 0.0 -19 0.02534930188497309 0.02636982144957239 10 TARGET 100 0.001 0.0 25 726 0.0 -20 0.025242436608230626 0.026289001445878635 10 TARGET 100 0.001 0.0 25 726 0.0 -21 0.025173464520310714 0.02634661238301884 10 TARGET 100 0.001 0.0 25 726 0.0 -22 0.02506979325353497 0.026232792628985462 10 TARGET 100 0.001 0.0 25 726 0.0 -23 0.024959847174258747 0.026064877990971912 10 TARGET 100 0.001 0.0 25 726 0.0 -24 0.024879233209221852 0.025916773035670772 10 TARGET 100 0.001 0.0 25 726 0.0 -25 0.024829184084578796 0.026118205013600262 10 TARGET 100 0.001 0.0 25 726 0.0 -26 0.024765697806471525 0.02585550200081233 10 TARGET 100 0.001 0.0 25 726 0.0 -27 0.024673978876485567 0.025774054567922245 10 TARGET 100 0.001 0.0 25 726 0.0 -28 0.024598583597878015 0.025820380471872562 10 TARGET 100 0.001 0.0 25 726 0.0 -29 0.024540816882142314 0.025757014186996403 10 TARGET 100 0.001 0.0 25 726 0.0 -30 0.024491660717109637 0.025675854561003773 10 TARGET 100 0.001 0.0 25 726 0.0 -31 0.0244672891153932 0.02575891481881792 10 TARGET 100 0.001 0.0 25 726 0.0 -32 0.02445613237894344 0.025662807352615124 10 TARGET 100 0.001 0.0 25 726 0.0 -33 0.024384798689021006 0.025619825799808357 10 TARGET 100 0.001 0.0 25 726 0.0 -34 0.024332923243944895 0.025591357244235096 10 TARGET 100 0.001 0.0 25 726 0.0 -35 0.024305134259089076 0.02569705665563092 10 TARGET 100 0.001 0.0 25 726 0.0 -36 0.02434614204146244 0.025690895928577942 10 TARGET 100 0.001 0.0 25 726 0.0 -37 0.02425120607871399 0.025552214151530556 10 TARGET 100 0.001 0.0 25 726 0.0 -38 0.02424820956557688 0.025509415420167374 10 TARGET 100 0.001 0.0 25 726 0.0 -39 0.02424987243733021 0.025755853759068432 10 TARGET 100 0.001 0.0 25 726 0.0 -40 0.024215124911230422 0.025493591515855354 10 TARGET 100 0.001 0.0 25 726 0.0 -41 0.024166847839449793 0.025438058613376183 10 TARGET 100 0.001 0.0 25 726 0.0 -42 0.02416350309947123 0.025543441995978355 10 TARGET 100 0.001 0.0 25 726 0.0 -43 0.024130972842325266 0.02549783055755225 10 TARGET 100 0.001 0.0 25 726 0.0 -44 0.024083799823667065 0.025564368362679626 10 TARGET 100 0.001 0.0 25 726 0.0 -45 0.024066317218170825 0.025409728627313267 10 TARGET 100 0.001 0.0 25 726 0.0 -46 0.02403091588480906 0.025412439227555737 10 TARGET 100 0.001 0.0 25 726 0.0 -47 0.023995000800048863 0.025431283044092583 10 TARGET 100 0.001 0.0 25 726 0.0 -48 0.023985064673152836 0.025323269832314865 10 TARGET 100 0.001 0.0 25 726 0.0 -49 0.024010241150805845 0.025275479211951748 10 TARGET 100 0.001 0.0 25 726 0.0 -50 0.02396810649320333 0.025397988544269043 10 TARGET 100 0.001 0.0 25 726 0.0 -51 0.02394921998634483 0.02540162166185451 10 TARGET 100 0.001 0.0 25 726 0.0 -52 0.023933029429428907 0.025317545359333355 10 TARGET 100 0.001 0.0 25 726 0.0 -53 0.02392624134843799 0.025433824030738888 10 TARGET 100 0.001 0.0 25 726 0.0 -54 0.023915239186449486 0.025405222606478317 10 TARGET 100 0.001 0.0 25 726 0.0 -55 0.02388322710840389 0.025264681909571995 10 TARGET 100 0.001 0.0 25 726 0.0 -56 0.02389566752720963 0.025311261810588116 10 TARGET 100 0.001 0.0 25 726 0.0 -57 0.023848789477538983 0.025356031841400898 10 TARGET 100 0.001 0.0 25 726 0.0 -58 0.023844752554791144 0.025278668907104118 10 TARGET 100 0.001 0.0 25 726 0.0 -59 0.023828065098084585 0.025282691543300945 10 TARGET 100 0.001 0.0 25 726 0.0 -60 0.023778081498412974 0.025275456352215824 10 TARGET 100 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0.023628177836236327 0.025144548748027195 10 TARGET 100 0.001 0.0 25 726 0.0 -74 0.023622559947949467 0.02506477628467661 10 TARGET 100 0.001 0.0 25 726 0.0 -75 0.02364278029688079 0.02511908480841102 10 TARGET 100 0.001 0.0 25 726 0.0 -76 0.02360646249820488 0.02526849327665387 10 TARGET 100 0.001 0.0 25 726 0.0 -77 0.02361012366835517 0.025118418263666557 10 TARGET 100 0.001 0.0 25 726 0.0 -78 0.023605910434014468 0.025225486154809143 10 TARGET 100 0.001 0.0 25 726 0.0 -79 0.023616368647175607 0.025084709127744038 10 TARGET 100 0.001 0.0 25 726 0.0 -80 0.02358716193222839 0.0252000925441583 10 TARGET 100 0.001 0.0 25 726 0.0 -81 0.023589811065180936 0.02502079437853712 10 TARGET 100 0.001 0.0 25 726 0.0 -82 0.023592480862833033 0.025059967612226803 10 TARGET 100 0.001 0.0 25 726 0.0 -83 0.023569011358349812 0.025015368606104996 10 TARGET 100 0.001 0.0 25 726 0.0 -84 0.023538779956523818 0.025076005946506153 10 TARGET 100 0.001 0.0 25 726 0.0 -85 0.023525174638187443 0.025074984313863697 10 TARGET 100 0.001 0.0 25 726 0.0 -86 0.023516160464196495 0.024986640691305653 10 TARGET 100 0.001 0.0 25 726 0.0 -87 0.02353594110971348 0.024997403619415832 10 TARGET 100 0.001 0.0 25 726 0.0 -88 0.023506833190217565 0.025016695261001587 10 TARGET 100 0.001 0.0 25 726 0.0 -89 0.023547950943913123 0.02499325985484051 10 TARGET 100 0.001 0.0 25 726 0.0 -90 0.023492497395134534 0.025011646363771324 10 TARGET 100 0.001 0.0 25 726 0.0 -91 0.023526364222469957 0.024989592532316845 10 TARGET 100 0.001 0.0 25 726 0.0 -92 0.02348411498396886 0.02503566573740858 10 TARGET 100 0.001 0.0 25 726 0.0 -93 0.02349424315773277 0.02500255597811757 10 TARGET 100 0.001 0.0 25 726 0.0 -94 0.023461374256646995 0.025067426151398457 10 TARGET 100 0.001 0.0 25 726 0.0 -95 0.023474777412133586 0.024883479783029266 10 TARGET 100 0.001 0.0 25 726 0.0 -96 0.023425057473959343 0.024956935734459847 10 TARGET 100 0.001 0.0 25 726 0.0 -97 0.02342867991112499 0.024930932305075905 10 TARGET 100 0.001 0.0 25 726 0.0 -98 0.023408678169001634 0.02494854259897362 10 TARGET 100 0.001 0.0 25 726 0.0 -99 0.023373073732060216 0.02493347656546217 10 TARGET 100 0.001 0.0 25 726 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_25bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_25bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index b0ec58465..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_25bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07386344728320335 0.05035072062728983 25 TARGET 100 0.001 0.1 25 1445 0.0 -1 0.04570378720609829 0.04289527847008272 25 TARGET 100 0.001 0.1 25 1445 0.0 -2 0.042324412971584485 0.04077640717679804 25 TARGET 100 0.001 0.1 25 1445 0.0 -3 0.03932944352202343 0.037539266388524666 25 TARGET 100 0.001 0.1 25 1445 0.0 -4 0.037186731123412496 0.03553584980016405 25 TARGET 100 0.001 0.1 25 1445 0.0 -5 0.03527641223636942 0.03453462553972548 25 TARGET 100 0.001 0.1 25 1445 0.0 -6 0.03415087816503012 0.03347453497575991 25 TARGET 100 0.001 0.1 25 1445 0.0 -7 0.03335476772991395 0.03257698774563544 25 TARGET 100 0.001 0.1 25 1445 0.0 -8 0.03259060517430105 0.0319212530034058 25 TARGET 100 0.001 0.1 25 1445 0.0 -9 0.032252028433963506 0.031491974227581966 25 TARGET 100 0.001 0.1 25 1445 0.0 -10 0.03129645886357485 0.031059156284865105 25 TARGET 100 0.001 0.1 25 1445 0.0 -11 0.03076558570481009 0.03062025827327461 25 TARGET 100 0.001 0.1 25 1445 0.0 -12 0.030272376783167073 0.030320500983207516 25 TARGET 100 0.001 0.1 25 1445 0.0 -13 0.030107258104088933 0.030336259130501385 25 TARGET 100 0.001 0.1 25 1445 0.0 -14 0.029951282394328704 0.02999766233066718 25 TARGET 100 0.001 0.1 25 1445 0.0 -15 0.029797403844267833 0.029795438446330303 25 TARGET 100 0.001 0.1 25 1445 0.0 -16 0.029742719721588422 0.029600147553014034 25 TARGET 100 0.001 0.1 25 1445 0.0 -17 0.029705866722872964 0.029498449470283405 25 TARGET 100 0.001 0.1 25 1445 0.0 -18 0.029681862774069864 0.02926393939803044 25 TARGET 100 0.001 0.1 25 1445 0.0 -19 0.029773496006700127 0.029024473758357944 25 TARGET 100 0.001 0.1 25 1445 0.0 -20 0.029518910965910465 0.028923810459673405 25 TARGET 100 0.001 0.1 25 1445 0.0 -21 0.029097518686092262 0.028680518213095085 25 TARGET 100 0.001 0.1 25 1445 0.0 -22 0.02918586211109703 0.0286429813413909 25 TARGET 100 0.001 0.1 25 1445 0.0 -23 0.02921970221543252 0.028237277641892433 25 TARGET 100 0.001 0.1 25 1445 0.0 -24 0.029133340619780398 0.02841662832846244 25 TARGET 100 0.001 0.1 25 1445 0.0 -25 0.028445304935854492 0.028161275144101994 25 TARGET 100 0.001 0.1 25 1445 0.0 -26 0.02865503785147109 0.028108284413588768 25 TARGET 100 0.001 0.1 25 1445 0.0 -27 0.02855843185174345 0.027950528501109642 25 TARGET 100 0.001 0.1 25 1445 0.0 -28 0.028257447573974075 0.027907678885667614 25 TARGET 100 0.001 0.1 25 1445 0.0 -29 0.02840101070112552 0.027730513730961266 25 TARGET 100 0.001 0.1 25 1445 0.0 -30 0.027890797804802758 0.02765941120345484 25 TARGET 100 0.001 0.1 25 1445 0.0 -31 0.02850440904021464 0.027612256958629147 25 TARGET 100 0.001 0.1 25 1445 0.0 -32 0.028060642798566057 0.02752236324842229 25 TARGET 100 0.001 0.1 25 1445 0.0 -33 0.028045529113950755 0.027429068856167072 25 TARGET 100 0.001 0.1 25 1445 0.0 -34 0.02738712992055047 0.02736930628166054 25 TARGET 100 0.001 0.1 25 1445 0.0 -35 0.028080946185723297 0.02740954537170403 25 TARGET 100 0.001 0.1 25 1445 0.0 -36 0.027593815580060587 0.027285377861875477 25 TARGET 100 0.001 0.1 25 1445 0.0 -37 0.027674419002651364 0.02724057495255362 25 TARGET 100 0.001 0.1 25 1445 0.0 -38 0.027528971073026407 0.027158219790594143 25 TARGET 100 0.001 0.1 25 1445 0.0 -39 0.027284359283469343 0.027142301258264168 25 TARGET 100 0.001 0.1 25 1445 0.0 -40 0.027390533346394297 0.027158176244208306 25 TARGET 100 0.001 0.1 25 1445 0.0 -41 0.02755325392942236 0.027165355809936016 25 TARGET 100 0.001 0.1 25 1445 0.0 -42 0.0269513597950239 0.027122720060023395 25 TARGET 100 0.001 0.1 25 1445 0.0 -43 0.027751159267844976 0.02714505921484846 25 TARGET 100 0.001 0.1 25 1445 0.0 -44 0.027326231994838628 0.027020478338906258 25 TARGET 100 0.001 0.1 25 1445 0.0 -45 0.02700862280008468 0.026943319166700046 25 TARGET 100 0.001 0.1 25 1445 0.0 -46 0.0271346182452659 0.02708287870116306 25 TARGET 100 0.001 0.1 25 1445 0.0 -47 0.027286232656074896 0.027012757618318905 25 TARGET 100 0.001 0.1 25 1445 0.0 -48 0.02716317137559054 0.02704990737027291 25 TARGET 100 0.001 0.1 25 1445 0.0 -49 0.027229909145395564 0.02696243075258804 25 TARGET 100 0.001 0.1 25 1445 0.0 -50 0.027246084346464187 0.026978004808452995 25 TARGET 100 0.001 0.1 25 1445 0.0 -51 0.02746023630930318 0.02691487062045119 25 TARGET 100 0.001 0.1 25 1445 0.0 -52 0.027120760033653442 0.026892557175773563 25 TARGET 100 0.001 0.1 25 1445 0.0 -53 0.02692663695299465 0.026798956829941635 25 TARGET 100 0.001 0.1 25 1445 0.0 -54 0.02680201071819372 0.026843912730162792 25 TARGET 100 0.001 0.1 25 1445 0.0 -55 0.02683783196514905 0.026797496205703777 25 TARGET 100 0.001 0.1 25 1445 0.0 -56 0.026769187100708285 0.02679300903709549 25 TARGET 100 0.001 0.1 25 1445 0.0 -57 0.026860820897776472 0.026778576923816494 25 TARGET 100 0.001 0.1 25 1445 0.0 -58 0.026709785004481925 0.026800384378117142 25 TARGET 100 0.001 0.1 25 1445 0.0 -59 0.026981117680468143 0.02679350548847155 25 TARGET 100 0.001 0.1 25 1445 0.0 -60 0.027062609766669545 0.026708133292920662 25 TARGET 100 0.001 0.1 25 1445 0.0 -61 0.02668683059350509 0.02666398978820353 25 TARGET 100 0.001 0.1 25 1445 0.0 -62 0.02668293696273156 0.026671698966035336 25 TARGET 100 0.001 0.1 25 1445 0.0 -63 0.026548925285487867 0.026600557972084393 25 TARGET 100 0.001 0.1 25 1445 0.0 -64 0.026505495267935875 0.026567696650145634 25 TARGET 100 0.001 0.1 25 1445 0.0 -65 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0.026283084132680386 25 TARGET 100 0.001 0.1 25 1445 0.0 -78 0.02650308339332892 0.026208281827469666 25 TARGET 100 0.001 0.1 25 1445 0.0 -79 0.026583863738986982 0.026329744550766365 25 TARGET 100 0.001 0.1 25 1445 0.0 -80 0.026336032495855883 0.026226111518388443 25 TARGET 100 0.001 0.1 25 1445 0.0 -81 0.02628468405706212 0.026254792161511654 25 TARGET 100 0.001 0.1 25 1445 0.0 -82 0.02646050769961141 0.026245692660185425 25 TARGET 100 0.001 0.1 25 1445 0.0 -83 0.02615182389589873 0.026272512125698002 25 TARGET 100 0.001 0.1 25 1445 0.0 -84 0.026474011610403206 0.02626882211276979 25 TARGET 100 0.001 0.1 25 1445 0.0 -85 0.02652937694694157 0.02621333947348775 25 TARGET 100 0.001 0.1 25 1445 0.0 -86 0.026528792208066893 0.026165157104983475 25 TARGET 100 0.001 0.1 25 1445 0.0 -87 0.02624478235351618 0.02612672308742097 25 TARGET 100 0.001 0.1 25 1445 0.0 -88 0.026349815364412787 0.02618962452944481 25 TARGET 100 0.001 0.1 25 1445 0.0 -89 0.026203720112290448 0.026140501468696377 25 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_25bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 043420937..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_25bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.0862413273892218 0.0677462261960362 25 TARGET 100 0.001 0.5 25 7526 0.0 -1 0.06638665971430865 0.054890677840872246 25 TARGET 100 0.001 0.5 25 7526 0.0 -2 0.05686397632891281 0.04809085076505488 25 TARGET 100 0.001 0.5 25 7526 0.0 -3 0.0544912801359338 0.046496142774368775 25 TARGET 100 0.001 0.5 25 7526 0.0 -4 0.05116632827855521 0.04558451755931883 25 TARGET 100 0.001 0.5 25 7526 0.0 -5 0.05020253253655402 0.04428389803929762 25 TARGET 100 0.001 0.5 25 7526 0.0 -6 0.04682137382527193 0.042463017627596855 25 TARGET 100 0.001 0.5 25 7526 0.0 -7 0.04617332421268277 0.04152798799402786 25 TARGET 100 0.001 0.5 25 7526 0.0 -8 0.04602387045143229 0.04069019475895347 25 TARGET 100 0.001 0.5 25 7526 0.0 -9 0.04481285200877623 0.03985856179938172 25 TARGET 100 0.001 0.5 25 7526 0.0 -10 0.0438853362982823 0.039582733008446114 25 TARGET 100 0.001 0.5 25 7526 0.0 -11 0.0427340829450173 0.03871104764667424 25 TARGET 100 0.001 0.5 25 7526 0.0 -12 0.04243770167106129 0.038764690246545906 25 TARGET 100 0.001 0.5 25 7526 0.0 -13 0.042173562376988855 0.037725423208691856 25 TARGET 100 0.001 0.5 25 7526 0.0 -14 0.04200410828470983 0.037766178674770126 25 TARGET 100 0.001 0.5 25 7526 0.0 -15 0.041195777969227895 0.03718481630538449 25 TARGET 100 0.001 0.5 25 7526 0.0 -16 0.04038391261665709 0.036880276927893814 25 TARGET 100 0.001 0.5 25 7526 0.0 -17 0.04000863343828455 0.0359902617267587 25 TARGET 100 0.001 0.5 25 7526 0.0 -18 0.03958879453866972 0.03608672016046264 25 TARGET 100 0.001 0.5 25 7526 0.0 -19 0.03960985976337182 0.03597690650459492 25 TARGET 100 0.001 0.5 25 7526 0.0 -20 0.03893633737457722 0.03583503638704618 25 TARGET 100 0.001 0.5 25 7526 0.0 -21 0.03875930725850842 0.03533583879470825 25 TARGET 100 0.001 0.5 25 7526 0.0 -22 0.038193814701052625 0.03552551934439124 25 TARGET 100 0.001 0.5 25 7526 0.0 -23 0.03755075318945779 0.03445928679271178 25 TARGET 100 0.001 0.5 25 7526 0.0 -24 0.03754012925732216 0.0344644421993783 25 TARGET 100 0.001 0.5 25 7526 0.0 -25 0.037389252911814136 0.03428290440051845 25 TARGET 100 0.001 0.5 25 7526 0.0 -26 0.03704754354726987 0.0343565707744071 25 TARGET 100 0.001 0.5 25 7526 0.0 -27 0.036730556127925716 0.03392191462670312 25 TARGET 100 0.001 0.5 25 7526 0.0 -28 0.036585028198632324 0.03407351091278322 25 TARGET 100 0.001 0.5 25 7526 0.0 -29 0.036646557319595756 0.033972058445215225 25 TARGET 100 0.001 0.5 25 7526 0.0 -30 0.036306476439992186 0.03411557643928311 25 TARGET 100 0.001 0.5 25 7526 0.0 -31 0.03674295215996026 0.03372391104472406 25 TARGET 100 0.001 0.5 25 7526 0.0 -32 0.03632779500324919 0.033333859208858375 25 TARGET 100 0.001 0.5 25 7526 0.0 -33 0.03642592395997609 0.03308015429612362 25 TARGET 100 0.001 0.5 25 7526 0.0 -34 0.03591958008806914 0.03349524420319182 25 TARGET 100 0.001 0.5 25 7526 0.0 -35 0.03596145189320198 0.033586474135518074 25 TARGET 100 0.001 0.5 25 7526 0.0 -36 0.03673030992010326 0.03374350048375852 25 TARGET 100 0.001 0.5 25 7526 0.0 -37 0.03596591284680447 0.03320581347427585 25 TARGET 100 0.001 0.5 25 7526 0.0 -38 0.035588340206629904 0.033173469149253586 25 TARGET 100 0.001 0.5 25 7526 0.0 -39 0.03617300571064756 0.0332728186340043 25 TARGET 100 0.001 0.5 25 7526 0.0 -40 0.03555159849625846 0.03376343772944176 25 TARGET 100 0.001 0.5 25 7526 0.0 -41 0.035829329994892835 0.03325886189034491 25 TARGET 100 0.001 0.5 25 7526 0.0 -42 0.03600489824809611 0.03318143246526068 25 TARGET 100 0.001 0.5 25 7526 0.0 -43 0.03594645178604006 0.033005508509549225 25 TARGET 100 0.001 0.5 25 7526 0.0 -44 0.03587913623562566 0.03253368982537226 25 TARGET 100 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0.03507415693165477 0.03283205470352462 25 TARGET 100 0.001 0.5 25 7526 0.0 -58 0.035183375764023576 0.03293041410771283 25 TARGET 100 0.001 0.5 25 7526 0.0 -59 0.035281138525968446 0.032479212816917534 25 TARGET 100 0.001 0.5 25 7526 0.0 -60 0.03495458500641665 0.03220291875980117 25 TARGET 100 0.001 0.5 25 7526 0.0 -61 0.03572185079156349 0.032432091563488495 25 TARGET 100 0.001 0.5 25 7526 0.0 -62 0.03564008932109132 0.03268416841147524 25 TARGET 100 0.001 0.5 25 7526 0.0 -63 0.0348801604763727 0.03306251944917621 25 TARGET 100 0.001 0.5 25 7526 0.0 -64 0.03517610466214342 0.032979762463858635 25 TARGET 100 0.001 0.5 25 7526 0.0 -65 0.034980746149163855 0.032950919065060036 25 TARGET 100 0.001 0.5 25 7526 0.0 -66 0.0353149518978967 0.03245636860303806 25 TARGET 100 0.001 0.5 25 7526 0.0 -67 0.03486034865506771 0.03246380834642685 25 TARGET 100 0.001 0.5 25 7526 0.0 -68 0.035366332738563065 0.03264747413270401 25 TARGET 100 0.001 0.5 25 7526 0.0 -69 0.03498474876035745 0.03194387034146172 25 TARGET 100 0.001 0.5 25 7526 0.0 -70 0.03471664684551834 0.032047786467680424 25 TARGET 100 0.001 0.5 25 7526 0.0 -71 0.035186127662307484 0.032132008874958214 25 TARGET 100 0.001 0.5 25 7526 0.0 -72 0.03504426988399892 0.032405010227001076 25 TARGET 100 0.001 0.5 25 7526 0.0 -73 0.03496805409766006 0.03240596677995089 25 TARGET 100 0.001 0.5 25 7526 0.0 -74 0.034850075088366114 0.03196086124940352 25 TARGET 100 0.001 0.5 25 7526 0.0 -75 0.03542362956599856 0.032215021550655365 25 TARGET 100 0.001 0.5 25 7526 0.0 -76 0.034939432118451755 0.03217112504397378 25 TARGET 100 0.001 0.5 25 7526 0.0 -77 0.034807175476267084 0.03208004544968858 25 TARGET 100 0.001 0.5 25 7526 0.0 -78 0.034562631735973286 0.032071324940206425 25 TARGET 100 0.001 0.5 25 7526 0.0 -79 0.0344012894413688 0.032035655680705204 25 TARGET 100 0.001 0.5 25 7526 0.0 -80 0.03499798567006082 0.032449929156538215 25 TARGET 100 0.001 0.5 25 7526 0.0 -81 0.03502677328357793 0.03235310993411324 25 TARGET 100 0.001 0.5 25 7526 0.0 -82 0.03459614095739042 0.031842455296128086 25 TARGET 100 0.001 0.5 25 7526 0.0 -83 0.03439335821679345 0.03232846211529139 25 TARGET 100 0.001 0.5 25 7526 0.0 -84 0.035206548461960224 0.03230291119579113 25 TARGET 100 0.001 0.5 25 7526 0.0 -85 0.034967310670198815 0.03237051697391452 25 TARGET 100 0.001 0.5 25 7526 0.0 -86 0.03502304609927666 0.03244241654421344 25 TARGET 100 0.001 0.5 25 7526 0.0 -87 0.03453312230042436 0.03219038778633782 25 TARGET 100 0.001 0.5 25 7526 0.0 -88 0.03449834716390279 0.03207849728112871 25 TARGET 100 0.001 0.5 25 7526 0.0 -89 0.03504522585683198 0.0324731156455748 25 TARGET 100 0.001 0.5 25 7526 0.0 -90 0.03491144994844491 0.03232591463760896 25 TARGET 100 0.001 0.5 25 7526 0.0 -91 0.034813293299766304 0.03242507153614001 25 TARGET 100 0.001 0.5 25 7526 0.0 -92 0.034789903540954445 0.03193523449766816 25 TARGET 100 0.001 0.5 25 7526 0.0 -93 0.03458642749498388 0.03240038742395965 25 TARGET 100 0.001 0.5 25 7526 0.0 -94 0.034564312848478856 0.03264198565121853 25 TARGET 100 0.001 0.5 25 7526 0.0 -95 0.03508581982467712 0.0321734987876632 25 TARGET 100 0.001 0.5 25 7526 0.0 -96 0.03475756632785002 0.03218157482192372 25 TARGET 100 0.001 0.5 25 7526 0.0 -97 0.03506484621452161 0.032295727425000885 25 TARGET 100 0.001 0.5 25 7526 0.0 -98 0.034449929681917034 0.032223407066229615 25 TARGET 100 0.001 0.5 25 7526 0.0 -99 0.03465635037231526 0.03218745502332846 25 TARGET 100 0.001 0.5 25 7526 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_25bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_25bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index b4f25c0bb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_25bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 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TARGET 100 0.001 0.0 25 1553 0.0 -13 0.02785137709330529 0.027599519344441818 25 TARGET 100 0.001 0.0 25 1553 0.0 -14 0.02751663623860589 0.027299805431429184 25 TARGET 100 0.001 0.0 25 1553 0.0 -15 0.027213145354731315 0.02707746009709257 25 TARGET 100 0.001 0.0 25 1553 0.0 -16 0.027003819988381982 0.026929666909078758 25 TARGET 100 0.001 0.0 25 1553 0.0 -17 0.02681129823065667 0.026736755516718735 25 TARGET 100 0.001 0.0 25 1553 0.0 -18 0.026622051787045267 0.026553101555416077 25 TARGET 100 0.001 0.0 25 1553 0.0 -19 0.026417227900941365 0.026441248613550808 25 TARGET 100 0.001 0.0 25 1553 0.0 -20 0.02624394098666782 0.026281129117264893 25 TARGET 100 0.001 0.0 25 1553 0.0 -21 0.026105586489543368 0.026204208222528298 25 TARGET 100 0.001 0.0 25 1553 0.0 -22 0.02595446909768413 0.026046377098695797 25 TARGET 100 0.001 0.0 25 1553 0.0 -23 0.025839355200378583 0.02590957362995003 25 TARGET 100 0.001 0.0 25 1553 0.0 -24 0.02569930160399338 0.025765252779379036 25 TARGET 100 0.001 0.0 25 1553 0.0 -25 0.025542024112234413 0.025617120110175827 25 TARGET 100 0.001 0.0 25 1553 0.0 -26 0.025471309199929237 0.025648311994066746 25 TARGET 100 0.001 0.0 25 1553 0.0 -27 0.025365016915481098 0.02551458671576146 25 TARGET 100 0.001 0.0 25 1553 0.0 -28 0.025265312098242617 0.025500217113982548 25 TARGET 100 0.001 0.0 25 1553 0.0 -29 0.025203989044157944 0.025457425550981003 25 TARGET 100 0.001 0.0 25 1553 0.0 -30 0.025129253195241244 0.02537499684276003 25 TARGET 100 0.001 0.0 25 1553 0.0 -31 0.025049532597464345 0.025328194045207718 25 TARGET 100 0.001 0.0 25 1553 0.0 -32 0.024986153013803542 0.025247817774387924 25 TARGET 100 0.001 0.0 25 1553 0.0 -33 0.024917819584258878 0.025193324143236332 25 TARGET 100 0.001 0.0 25 1553 0.0 -34 0.024871291896886496 0.025203692134131084 25 TARGET 100 0.001 0.0 25 1553 0.0 -35 0.02484634190622203 0.025178027593276718 25 TARGET 100 0.001 0.0 25 1553 0.0 -36 0.024834535718089603 0.02514680658438892 25 TARGET 100 0.001 0.0 25 1553 0.0 -37 0.02478358803649342 0.02507354539226402 25 TARGET 100 0.001 0.0 25 1553 0.0 -38 0.024746134651429726 0.025074080789856838 25 TARGET 100 0.001 0.0 25 1553 0.0 -39 0.02470812502847075 0.025042805820703506 25 TARGET 100 0.001 0.0 25 1553 0.0 -40 0.024708225833948213 0.02504803209255139 25 TARGET 100 0.001 0.0 25 1553 0.0 -41 0.024659578431309875 0.025069703827753212 25 TARGET 100 0.001 0.0 25 1553 0.0 -42 0.024672287296792272 0.024973486155045754 25 TARGET 100 0.001 0.0 25 1553 0.0 -43 0.024599236705864117 0.02499402105582483 25 TARGET 100 0.001 0.0 25 1553 0.0 -44 0.02458420899455194 0.02493333884260871 25 TARGET 100 0.001 0.0 25 1553 0.0 -45 0.02458427558568391 0.024972597560421986 25 TARGET 100 0.001 0.0 25 1553 0.0 -46 0.024545961379478076 0.024957235479219395 25 TARGET 100 0.001 0.0 25 1553 0.0 -47 0.02453663973733532 0.024907634932209145 25 TARGET 100 0.001 0.0 25 1553 0.0 -48 0.02450798233964728 0.02491985633969307 25 TARGET 100 0.001 0.0 25 1553 0.0 -49 0.02448598017934898 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TARGET 100 0.001 0.0 25 1553 0.0 -62 0.024301948816035732 0.024740954607047817 25 TARGET 100 0.001 0.0 25 1553 0.0 -63 0.02432047619299355 0.024769288403066723 25 TARGET 100 0.001 0.0 25 1553 0.0 -64 0.02428870401674449 0.02471891999470465 25 TARGET 100 0.001 0.0 25 1553 0.0 -65 0.02424688121736652 0.024731625887480648 25 TARGET 100 0.001 0.0 25 1553 0.0 -66 0.02424523087927087 0.024746675608736095 25 TARGET 100 0.001 0.0 25 1553 0.0 -67 0.024197821972596928 0.02464346717478651 25 TARGET 100 0.001 0.0 25 1553 0.0 -68 0.02416629958521537 0.024639055443306763 25 TARGET 100 0.001 0.0 25 1553 0.0 -69 0.024137301680942375 0.024662748092051708 25 TARGET 100 0.001 0.0 25 1553 0.0 -70 0.024109616477406184 0.024626927083414612 25 TARGET 100 0.001 0.0 25 1553 0.0 -71 0.024077489034520456 0.024571361753976707 25 TARGET 100 0.001 0.0 25 1553 0.0 -72 0.024027723132284604 0.024601352429299644 25 TARGET 100 0.001 0.0 25 1553 0.0 -73 0.024032543880570217 0.024552783900589653 25 TARGET 100 0.001 0.0 25 1553 0.0 -74 0.0239872358337998 0.02459858281707222 25 TARGET 100 0.001 0.0 25 1553 0.0 -75 0.023975031174443388 0.02452081007262071 25 TARGET 100 0.001 0.0 25 1553 0.0 -76 0.02394132447501124 0.024532689487166477 25 TARGET 100 0.001 0.0 25 1553 0.0 -77 0.023927260855030934 0.024474103793953404 25 TARGET 100 0.001 0.0 25 1553 0.0 -78 0.023896882047105317 0.024552624333988537 25 TARGET 100 0.001 0.0 25 1553 0.0 -79 0.02393918738760029 0.02451789669805404 25 TARGET 100 0.001 0.0 25 1553 0.0 -80 0.0238919003838391 0.024487283927473156 25 TARGET 100 0.001 0.0 25 1553 0.0 -81 0.023880321294169636 0.02446717345579104 25 TARGET 100 0.001 0.0 25 1553 0.0 -82 0.023856606086722326 0.024440705719770806 25 TARGET 100 0.001 0.0 25 1553 0.0 -83 0.023858089821557404 0.02442355434212721 25 TARGET 100 0.001 0.0 25 1553 0.0 -84 0.023819544747697586 0.024457827097538746 25 TARGET 100 0.001 0.0 25 1553 0.0 -85 0.023826322301921218 0.024449895051392643 25 TARGET 100 0.001 0.0 25 1553 0.0 -86 0.02376784988512796 0.024381185571352642 25 TARGET 100 0.001 0.0 25 1553 0.0 -87 0.02375621693553748 0.024415658391786343 25 TARGET 100 0.001 0.0 25 1553 0.0 -88 0.02374740879393186 0.02450229885113059 25 TARGET 100 0.001 0.0 25 1553 0.0 -89 0.023712682221022116 0.024400495472505238 25 TARGET 100 0.001 0.0 25 1553 0.0 -90 0.023697629564689467 0.024397850629280914 25 TARGET 100 0.001 0.0 25 1553 0.0 -91 0.023679502546686916 0.024406649934297257 25 TARGET 100 0.001 0.0 25 1553 0.0 -92 0.023648307235403496 0.024377843957733025 25 TARGET 100 0.001 0.0 25 1553 0.0 -93 0.02364307314922613 0.024376244820428616 25 TARGET 100 0.001 0.0 25 1553 0.0 -94 0.023642051808209934 0.024407406083562157 25 TARGET 100 0.001 0.0 25 1553 0.0 -95 0.023643102067262434 0.02436592565341429 25 TARGET 100 0.001 0.0 25 1553 0.0 -96 0.023635881645636327 0.024394703154085262 25 TARGET 100 0.001 0.0 25 1553 0.0 -97 0.023644797842610966 0.024363731570316082 25 TARGET 100 0.001 0.0 25 1553 0.0 -98 0.023600583497798602 0.024332054354476208 25 TARGET 100 0.001 0.0 25 1553 0.0 -99 0.02358857104209838 0.02433679238751982 25 TARGET 100 0.001 0.0 25 1553 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_50bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_50bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index bc9927b13..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_50bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08528436038028511 0.059657362938830345 50 TARGET 100 0.001 0.1 25 851 0.0 -1 0.0548813885911948 0.0450964579076478 50 TARGET 100 0.001 0.1 25 851 0.0 -2 0.04568472076897268 0.04137594884995258 50 TARGET 100 0.001 0.1 25 851 0.0 -3 0.04320670848693511 0.03932256149974736 50 TARGET 100 0.001 0.1 25 851 0.0 -4 0.04105496826747852 0.0365266865401557 50 TARGET 100 0.001 0.1 25 851 0.0 -5 0.03871262616631559 0.034260190120249084 50 TARGET 100 0.001 0.1 25 851 0.0 -6 0.03705030176725853 0.033039086131435455 50 TARGET 100 0.001 0.1 25 851 0.0 -7 0.03537407484821198 0.03205036067149856 50 TARGET 100 0.001 0.1 25 851 0.0 -8 0.03533415612999839 0.03158120139304436 50 TARGET 100 0.001 0.1 25 851 0.0 -9 0.03456956451689756 0.03110257349908352 50 TARGET 100 0.001 0.1 25 851 0.0 -10 0.03384617057563079 0.030973817306486042 50 TARGET 100 0.001 0.1 25 851 0.0 -11 0.03337134405820057 0.030517974303978863 50 TARGET 100 0.001 0.1 25 851 0.0 -12 0.03281317730920283 0.029998539805863842 50 TARGET 100 0.001 0.1 25 851 0.0 -13 0.032349375782139374 0.029684531643535152 50 TARGET 100 0.001 0.1 25 851 0.0 -14 0.03208721472383148 0.02918640191130566 50 TARGET 100 0.001 0.1 25 851 0.0 -15 0.03135535108420985 0.028804908760569313 50 TARGET 100 0.001 0.1 25 851 0.0 -16 0.03074240577893225 0.02850767687866182 50 TARGET 100 0.001 0.1 25 851 0.0 -17 0.03063122823407955 0.028078896303971607 50 TARGET 100 0.001 0.1 25 851 0.0 -18 0.030452061074500533 0.02794917949447126 50 TARGET 100 0.001 0.1 25 851 0.0 -19 0.029910564083944668 0.027583900500427593 50 TARGET 100 0.001 0.1 25 851 0.0 -20 0.029980843867918456 0.027327305609078117 50 TARGET 100 0.001 0.1 25 851 0.0 -21 0.02968755609007797 0.027178274072480923 50 TARGET 100 0.001 0.1 25 851 0.0 -22 0.02933348290722579 0.02697658030824228 50 TARGET 100 0.001 0.1 25 851 0.0 -23 0.02936954051883333 0.026791486776236332 50 TARGET 100 0.001 0.1 25 851 0.0 -24 0.029470967003442223 0.026650386439128357 50 TARGET 100 0.001 0.1 25 851 0.0 -25 0.02909065510212171 0.026564715035033947 50 TARGET 100 0.001 0.1 25 851 0.0 -26 0.02898213493728678 0.02633307750026385 50 TARGET 100 0.001 0.1 25 851 0.0 -27 0.028800628897467446 0.026125242933630943 50 TARGET 100 0.001 0.1 25 851 0.0 -28 0.028457005530194403 0.025916088936906872 50 TARGET 100 0.001 0.1 25 851 0.0 -29 0.028575741695334212 0.02584156614135612 50 TARGET 100 0.001 0.1 25 851 0.0 -30 0.028258866439212854 0.025795070454478264 50 TARGET 100 0.001 0.1 25 851 0.0 -31 0.02826905798681256 0.02568058381703767 50 TARGET 100 0.001 0.1 25 851 0.0 -32 0.028268413668379237 0.025532940063964237 50 TARGET 100 0.001 0.1 25 851 0.0 -33 0.028176050231813982 0.025526253845204006 50 TARGET 100 0.001 0.1 25 851 0.0 -34 0.027886978711192858 0.025508495668570202 50 TARGET 100 0.001 0.1 25 851 0.0 -35 0.028013787749740813 0.025570943161393658 50 TARGET 100 0.001 0.1 25 851 0.0 -36 0.027830630754079884 0.025409821195132805 50 TARGET 100 0.001 0.1 25 851 0.0 -37 0.027584662698585578 0.025357057481552616 50 TARGET 100 0.001 0.1 25 851 0.0 -38 0.02806602323095405 0.025383301643711147 50 TARGET 100 0.001 0.1 25 851 0.0 -39 0.028085735378793192 0.025343016693086334 50 TARGET 100 0.001 0.1 25 851 0.0 -40 0.027868082590075054 0.025284995974013298 50 TARGET 100 0.001 0.1 25 851 0.0 -41 0.027487047769204534 0.02521078141801285 50 TARGET 100 0.001 0.1 25 851 0.0 -42 0.02773959567826806 0.025223347612402656 50 TARGET 100 0.001 0.1 25 851 0.0 -43 0.02736033261549794 0.02518533875770641 50 TARGET 100 0.001 0.1 25 851 0.0 -44 0.02717623763689489 0.02503949324741508 50 TARGET 100 0.001 0.1 25 851 0.0 -45 0.027357554270161524 0.025066798835089714 50 TARGET 100 0.001 0.1 25 851 0.0 -46 0.027334211714038947 0.024991623775073975 50 TARGET 100 0.001 0.1 25 851 0.0 -47 0.027352704462730124 0.025020393684054867 50 TARGET 100 0.001 0.1 25 851 0.0 -48 0.027375818879315346 0.024960721588947556 50 TARGET 100 0.001 0.1 25 851 0.0 -49 0.027428708475095657 0.024951749735257843 50 TARGET 100 0.001 0.1 25 851 0.0 -50 0.026966500168145707 0.024896497471314488 50 TARGET 100 0.001 0.1 25 851 0.0 -51 0.02718618921684697 0.02483189179364479 50 TARGET 100 0.001 0.1 25 851 0.0 -52 0.02720803608772931 0.02483052432988629 50 TARGET 100 0.001 0.1 25 851 0.0 -53 0.027198308922024288 0.02484674012344895 50 TARGET 100 0.001 0.1 25 851 0.0 -54 0.027167132212106225 0.024859868893117615 50 TARGET 100 0.001 0.1 25 851 0.0 -55 0.027162086839477222 0.024765561306566902 50 TARGET 100 0.001 0.1 25 851 0.0 -56 0.02698017288664174 0.024790818718346683 50 TARGET 100 0.001 0.1 25 851 0.0 -57 0.02695323495501621 0.024689531800421802 50 TARGET 100 0.001 0.1 25 851 0.0 -58 0.026851264534123016 0.02480084104745677 50 TARGET 100 0.001 0.1 25 851 0.0 -59 0.026966221135122207 0.02474124469991886 50 TARGET 100 0.001 0.1 25 851 0.0 -60 0.026797588582241575 0.02469020579574686 50 TARGET 100 0.001 0.1 25 851 0.0 -61 0.027016654334686422 0.024637623944065788 50 TARGET 100 0.001 0.1 25 851 0.0 -62 0.02693290817190702 0.024712539531967857 50 TARGET 100 0.001 0.1 25 851 0.0 -63 0.026615312780796076 0.024616169545686607 50 TARGET 100 0.001 0.1 25 851 0.0 -64 0.026489513797641605 0.024601154029369354 50 TARGET 100 0.001 0.1 25 851 0.0 -65 0.026718688288371168 0.024623226882381874 50 TARGET 100 0.001 0.1 25 851 0.0 -66 0.026704210417991134 0.02465006692165678 50 TARGET 100 0.001 0.1 25 851 0.0 -67 0.026651666452637827 0.024572717195207424 50 TARGET 100 0.001 0.1 25 851 0.0 -68 0.026484205754417362 0.02460088575202407 50 TARGET 100 0.001 0.1 25 851 0.0 -69 0.02657489198250602 0.024519416362498745 50 TARGET 100 0.001 0.1 25 851 0.0 -70 0.02690245059353334 0.024463086586558457 50 TARGET 100 0.001 0.1 25 851 0.0 -71 0.02668710803042357 0.024486096293637245 50 TARGET 100 0.001 0.1 25 851 0.0 -72 0.026609468490186364 0.02453486914887573 50 TARGET 100 0.001 0.1 25 851 0.0 -73 0.02629580711224665 0.024436052211306312 50 TARGET 100 0.001 0.1 25 851 0.0 -74 0.02663244982485217 0.024426141528017593 50 TARGET 100 0.001 0.1 25 851 0.0 -75 0.026431776432677953 0.024414730117176518 50 TARGET 100 0.001 0.1 25 851 0.0 -76 0.026553665284656917 0.024399889915278465 50 TARGET 100 0.001 0.1 25 851 0.0 -77 0.026230681944726292 0.024388662454756824 50 TARGET 100 0.001 0.1 25 851 0.0 -78 0.026577077542591577 0.024419389552239216 50 TARGET 100 0.001 0.1 25 851 0.0 -79 0.026656461923511742 0.02448772322950941 50 TARGET 100 0.001 0.1 25 851 0.0 -80 0.026758477624869506 0.024465007255926277 50 TARGET 100 0.001 0.1 25 851 0.0 -81 0.026698120923004165 0.024441895893577373 50 TARGET 100 0.001 0.1 25 851 0.0 -82 0.026358047588054177 0.024386735181465294 50 TARGET 100 0.001 0.1 25 851 0.0 -83 0.02634895542755673 0.024340332626844898 50 TARGET 100 0.001 0.1 25 851 0.0 -84 0.02618961503434462 0.024312112988396126 50 TARGET 100 0.001 0.1 25 851 0.0 -85 0.025943250868858313 0.024287903907172607 50 TARGET 100 0.001 0.1 25 851 0.0 -86 0.02662504560969494 0.024498178877613762 50 TARGET 100 0.001 0.1 25 851 0.0 -87 0.026272091443841707 0.0243900360144449 50 TARGET 100 0.001 0.1 25 851 0.0 -88 0.026231888474689588 0.024351363493637604 50 TARGET 100 0.001 0.1 25 851 0.0 -89 0.02657052183442244 0.02437937841045134 50 TARGET 100 0.001 0.1 25 851 0.0 -90 0.02621539107677511 0.024262644745635265 50 TARGET 100 0.001 0.1 25 851 0.0 -91 0.02616563137708489 0.024264762911832695 50 TARGET 100 0.001 0.1 25 851 0.0 -92 0.026669959239787124 0.024301385619875156 50 TARGET 100 0.001 0.1 25 851 0.0 -93 0.026256718098966764 0.02425687647227085 50 TARGET 100 0.001 0.1 25 851 0.0 -94 0.026346499370003388 0.024260202592069454 50 TARGET 100 0.001 0.1 25 851 0.0 -95 0.026625842828090343 0.02427703221187447 50 TARGET 100 0.001 0.1 25 851 0.0 -96 0.026579296147381817 0.024363994711276257 50 TARGET 100 0.001 0.1 25 851 0.0 -97 0.02616374177688902 0.0242776418048324 50 TARGET 100 0.001 0.1 25 851 0.0 -98 0.026429494447780377 0.024374137265664158 50 TARGET 100 0.001 0.1 25 851 0.0 -99 0.02628625434531708 0.02429172063641476 50 TARGET 100 0.001 0.1 25 851 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_50bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_50bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 9724cc9ca..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_50bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09303352332075035 0.07982164056915225 50 TARGET 100 0.001 0.5 25 4683 0.0 -1 0.07651395526297566 0.06287620442383217 50 TARGET 100 0.001 0.5 25 4683 0.0 -2 0.06492287887617795 0.05340920625762506 50 TARGET 100 0.001 0.5 25 4683 0.0 -3 0.05831753076226623 0.047723052628112564 50 TARGET 100 0.001 0.5 25 4683 0.0 -4 0.05413661932303047 0.044916032390160995 50 TARGET 100 0.001 0.5 25 4683 0.0 -5 0.051018668520530865 0.04429056653470704 50 TARGET 100 0.001 0.5 25 4683 0.0 -6 0.04891532949275441 0.04364270558862975 50 TARGET 100 0.001 0.5 25 4683 0.0 -7 0.04947690542799857 0.04312591051513499 50 TARGET 100 0.001 0.5 25 4683 0.0 -8 0.048839760561683765 0.04256038469347087 50 TARGET 100 0.001 0.5 25 4683 0.0 -9 0.04744099371561699 0.04160633683204651 50 TARGET 100 0.001 0.5 25 4683 0.0 -10 0.04647220577103923 0.041093715325449455 50 TARGET 100 0.001 0.5 25 4683 0.0 -11 0.04647630963612486 0.04030280074838436 50 TARGET 100 0.001 0.5 25 4683 0.0 -12 0.04712869072652826 0.03955955363132737 50 TARGET 100 0.001 0.5 25 4683 0.0 -13 0.045367923235953456 0.03878638825633309 50 TARGET 100 0.001 0.5 25 4683 0.0 -14 0.04447133721225591 0.038955157001813255 50 TARGET 100 0.001 0.5 25 4683 0.0 -15 0.04417184992420553 0.03810344162312421 50 TARGET 100 0.001 0.5 25 4683 0.0 -16 0.04287448742423796 0.03742593222043731 50 TARGET 100 0.001 0.5 25 4683 0.0 -17 0.04406777181057416 0.03733355382626707 50 TARGET 100 0.001 0.5 25 4683 0.0 -18 0.042632289030134475 0.03743813288482753 50 TARGET 100 0.001 0.5 25 4683 0.0 -19 0.04200536710043949 0.03666407129529751 50 TARGET 100 0.001 0.5 25 4683 0.0 -20 0.042213933611357654 0.036205501380291855 50 TARGET 100 0.001 0.5 25 4683 0.0 -21 0.04159129967894217 0.0355343913490122 50 TARGET 100 0.001 0.5 25 4683 0.0 -22 0.040558863305784634 0.03570878550861821 50 TARGET 100 0.001 0.5 25 4683 0.0 -23 0.0402760588585929 0.03552471710876985 50 TARGET 100 0.001 0.5 25 4683 0.0 -24 0.04056037717846909 0.03519148447296836 50 TARGET 100 0.001 0.5 25 4683 0.0 -25 0.040130342234565755 0.034749346136143715 50 TARGET 100 0.001 0.5 25 4683 0.0 -26 0.03979467220529161 0.03464959686001142 50 TARGET 100 0.001 0.5 25 4683 0.0 -27 0.04001624857135092 0.03463583755673784 50 TARGET 100 0.001 0.5 25 4683 0.0 -28 0.039291774346069855 0.034384421214009774 50 TARGET 100 0.001 0.5 25 4683 0.0 -29 0.03926546003682044 0.0344812570873535 50 TARGET 100 0.001 0.5 25 4683 0.0 -30 0.04010168484314925 0.033952431922609154 50 TARGET 100 0.001 0.5 25 4683 0.0 -31 0.039250267926691354 0.03420728253144206 50 TARGET 100 0.001 0.5 25 4683 0.0 -32 0.038950556606957405 0.03399531994805192 50 TARGET 100 0.001 0.5 25 4683 0.0 -33 0.038028756451325786 0.033916973706447716 50 TARGET 100 0.001 0.5 25 4683 0.0 -34 0.038129550389167835 0.03374771773815155 50 TARGET 100 0.001 0.5 25 4683 0.0 -35 0.03832139734567617 0.033708613478776184 50 TARGET 100 0.001 0.5 25 4683 0.0 -36 0.037801665827782466 0.03341941129077564 50 TARGET 100 0.001 0.5 25 4683 0.0 -37 0.037533520761664066 0.033342654957915795 50 TARGET 100 0.001 0.5 25 4683 0.0 -38 0.03737309999036468 0.03350810943679376 50 TARGET 100 0.001 0.5 25 4683 0.0 -39 0.03748610785061663 0.03339354648734584 50 TARGET 100 0.001 0.5 25 4683 0.0 -40 0.03741308620281091 0.03344144818909241 50 TARGET 100 0.001 0.5 25 4683 0.0 -41 0.03706647362873611 0.0329215456590508 50 TARGET 100 0.001 0.5 25 4683 0.0 -42 0.03719555156349333 0.03283140605146235 50 TARGET 100 0.001 0.5 25 4683 0.0 -43 0.03688308646783283 0.032980773485068116 50 TARGET 100 0.001 0.5 25 4683 0.0 -44 0.036567439886455985 0.03323569724505598 50 TARGET 100 0.001 0.5 25 4683 0.0 -45 0.03654459847595154 0.032493596275647484 50 TARGET 100 0.001 0.5 25 4683 0.0 -46 0.03638787492357119 0.032486664074839966 50 TARGET 100 0.001 0.5 25 4683 0.0 -47 0.03674930954972903 0.03274851529435678 50 TARGET 100 0.001 0.5 25 4683 0.0 -48 0.03622988869846871 0.03212540325793353 50 TARGET 100 0.001 0.5 25 4683 0.0 -49 0.03578340530596197 0.03230624657237169 50 TARGET 100 0.001 0.5 25 4683 0.0 -50 0.03629883400067336 0.032229169074333076 50 TARGET 100 0.001 0.5 25 4683 0.0 -51 0.036254608282436825 0.03278395104588884 50 TARGET 100 0.001 0.5 25 4683 0.0 -52 0.03597000941182628 0.03200869487993645 50 TARGET 100 0.001 0.5 25 4683 0.0 -53 0.035848125037721515 0.032113885337656196 50 TARGET 100 0.001 0.5 25 4683 0.0 -54 0.035639434300287806 0.03225372291424058 50 TARGET 100 0.001 0.5 25 4683 0.0 -55 0.03659301139539741 0.032705521154584305 50 TARGET 100 0.001 0.5 25 4683 0.0 -56 0.035650706815498846 0.03212037422891819 50 TARGET 100 0.001 0.5 25 4683 0.0 -57 0.0361773187313417 0.03171593594280156 50 TARGET 100 0.001 0.5 25 4683 0.0 -58 0.03535762917162593 0.03208070587028156 50 TARGET 100 0.001 0.5 25 4683 0.0 -59 0.03582739747232861 0.032409363398046204 50 TARGET 100 0.001 0.5 25 4683 0.0 -60 0.03595441729081199 0.03223746586026567 50 TARGET 100 0.001 0.5 25 4683 0.0 -61 0.03590733674590034 0.03187452346989603 50 TARGET 100 0.001 0.5 25 4683 0.0 -62 0.03490875337762062 0.03213367611169815 50 TARGET 100 0.001 0.5 25 4683 0.0 -63 0.034858496364218616 0.03156524885332945 50 TARGET 100 0.001 0.5 25 4683 0.0 -64 0.035296302865751666 0.03135034114573941 50 TARGET 100 0.001 0.5 25 4683 0.0 -65 0.03488830473236363 0.031760332146377274 50 TARGET 100 0.001 0.5 25 4683 0.0 -66 0.03519995672383694 0.031990772734085716 50 TARGET 100 0.001 0.5 25 4683 0.0 -67 0.03496057068559056 0.031816833737221634 50 TARGET 100 0.001 0.5 25 4683 0.0 -68 0.03451166592964821 0.0315927356255777 50 TARGET 100 0.001 0.5 25 4683 0.0 -69 0.034643676533341806 0.03159013571161212 50 TARGET 100 0.001 0.5 25 4683 0.0 -70 0.034777199027915595 0.03156922136743864 50 TARGET 100 0.001 0.5 25 4683 0.0 -71 0.034953310345660155 0.031860757167592194 50 TARGET 100 0.001 0.5 25 4683 0.0 -72 0.034524407049622195 0.031478719277815384 50 TARGET 100 0.001 0.5 25 4683 0.0 -73 0.034099403267055246 0.03186428930723306 50 TARGET 100 0.001 0.5 25 4683 0.0 -74 0.034517500775329994 0.031579825124054245 50 TARGET 100 0.001 0.5 25 4683 0.0 -75 0.03483219222739489 0.031453231518918816 50 TARGET 100 0.001 0.5 25 4683 0.0 -76 0.03445021404260738 0.031733187649286156 50 TARGET 100 0.001 0.5 25 4683 0.0 -77 0.03412895043841516 0.031721455468372864 50 TARGET 100 0.001 0.5 25 4683 0.0 -78 0.03469749856175798 0.031463165626381386 50 TARGET 100 0.001 0.5 25 4683 0.0 -79 0.03466171317228966 0.031226400963284752 50 TARGET 100 0.001 0.5 25 4683 0.0 -80 0.03463796879908051 0.03134834258393808 50 TARGET 100 0.001 0.5 25 4683 0.0 -81 0.03448754387220951 0.031152944786079002 50 TARGET 100 0.001 0.5 25 4683 0.0 -82 0.03489454248637864 0.03152045551123041 50 TARGET 100 0.001 0.5 25 4683 0.0 -83 0.034318072765262844 0.03128676522861828 50 TARGET 100 0.001 0.5 25 4683 0.0 -84 0.034331105248093206 0.030894391125801838 50 TARGET 100 0.001 0.5 25 4683 0.0 -85 0.03454845789380948 0.031810317301388946 50 TARGET 100 0.001 0.5 25 4683 0.0 -86 0.034169254617558584 0.03117112657337478 50 TARGET 100 0.001 0.5 25 4683 0.0 -87 0.034390069870435025 0.03120186146010052 50 TARGET 100 0.001 0.5 25 4683 0.0 -88 0.03448306956024282 0.031358230859041214 50 TARGET 100 0.001 0.5 25 4683 0.0 -89 0.034316344631942435 0.031048869996359856 50 TARGET 100 0.001 0.5 25 4683 0.0 -90 0.0342176380106295 0.030989326085105087 50 TARGET 100 0.001 0.5 25 4683 0.0 -91 0.03421669608916498 0.031169273862333008 50 TARGET 100 0.001 0.5 25 4683 0.0 -92 0.034047003509319995 0.030945832304882282 50 TARGET 100 0.001 0.5 25 4683 0.0 -93 0.03404177138299653 0.031141467053781857 50 TARGET 100 0.001 0.5 25 4683 0.0 -94 0.03452355123629875 0.030954858457500286 50 TARGET 100 0.001 0.5 25 4683 0.0 -95 0.03395364905146236 0.03084532261797876 50 TARGET 100 0.001 0.5 25 4683 0.0 -96 0.03398718094760521 0.031238477677106857 50 TARGET 100 0.001 0.5 25 4683 0.0 -97 0.033854165224214194 0.031082165625059242 50 TARGET 100 0.001 0.5 25 4683 0.0 -98 0.034140133684632756 0.031042875214056534 50 TARGET 100 0.001 0.5 25 4683 0.0 -99 0.034414758987298316 0.03133804373668902 50 TARGET 100 0.001 0.5 25 4683 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_50bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_50bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index ac0baac08..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_25z_0.001lr_50bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.0838192391776878 0.06454388052225113 50 TARGET 100 0.001 0.0 25 1204 0.0 -1 0.05416301178811776 0.04670294069431045 50 TARGET 100 0.001 0.0 25 1204 0.0 -2 0.044396715420564815 0.04234935106201605 50 TARGET 100 0.001 0.0 25 1204 0.0 -3 0.041659557583556835 0.040466206430485756 50 TARGET 100 0.001 0.0 25 1204 0.0 -4 0.03958623564052662 0.03787359832362695 50 TARGET 100 0.001 0.0 25 1204 0.0 -5 0.036850493702322545 0.035517932000485336 50 TARGET 100 0.001 0.0 25 1204 0.0 -6 0.034693874569252284 0.03397786199594989 50 TARGET 100 0.001 0.0 25 1204 0.0 -7 0.03338066768841912 0.03304494793216387 50 TARGET 100 0.001 0.0 25 1204 0.0 -8 0.032461956682731004 0.03238070632020632 50 TARGET 100 0.001 0.0 25 1204 0.0 -9 0.0317936532437701 0.03181057434641954 50 TARGET 100 0.001 0.0 25 1204 0.0 -10 0.031212336048232987 0.03136104390476689 50 TARGET 100 0.001 0.0 25 1204 0.0 -11 0.030735587067776658 0.030977869349898712 50 TARGET 100 0.001 0.0 25 1204 0.0 -12 0.030294241678433788 0.030644648002855705 50 TARGET 100 0.001 0.0 25 1204 0.0 -13 0.029907181846473355 0.03038425687136072 50 TARGET 100 0.001 0.0 25 1204 0.0 -14 0.02956066774800169 0.030050102000435192 50 TARGET 100 0.001 0.0 25 1204 0.0 -15 0.029242122639911345 0.029821058001482124 50 TARGET 100 0.001 0.0 25 1204 0.0 -16 0.028902112478108116 0.02951434502998988 50 TARGET 100 0.001 0.0 25 1204 0.0 -17 0.02857360825168364 0.029213424264030022 50 TARGET 100 0.001 0.0 25 1204 0.0 -18 0.028302782080340063 0.02900928428227251 50 TARGET 100 0.001 0.0 25 1204 0.0 -19 0.028011076202496935 0.028771059474710262 50 TARGET 100 0.001 0.0 25 1204 0.0 -20 0.027716636676529443 0.028537570639993206 50 TARGET 100 0.001 0.0 25 1204 0.0 -21 0.027448611722801268 0.028349153697490692 50 TARGET 100 0.001 0.0 25 1204 0.0 -22 0.027193827322536848 0.02813053633453268 50 TARGET 100 0.001 0.0 25 1204 0.0 -23 0.02694239233454269 0.027953796540245865 50 TARGET 100 0.001 0.0 25 1204 0.0 -24 0.026745235396906583 0.027824405072764916 50 TARGET 100 0.001 0.0 25 1204 0.0 -25 0.026590216146023186 0.02769014211089322 50 TARGET 100 0.001 0.0 25 1204 0.0 -26 0.026424676763138387 0.027598567419882977 50 TARGET 100 0.001 0.0 25 1204 0.0 -27 0.026269696665432316 0.027417758931264732 50 TARGET 100 0.001 0.0 25 1204 0.0 -28 0.026119081115331313 0.027310439470139416 50 TARGET 100 0.001 0.0 25 1204 0.0 -29 0.025968745043532616 0.027243466426928837 50 TARGET 100 0.001 0.0 25 1204 0.0 -30 0.025842208271024604 0.027094450468818348 50 TARGET 100 0.001 0.0 25 1204 0.0 -31 0.025743493164328213 0.027043266334768497 50 TARGET 100 0.001 0.0 25 1204 0.0 -32 0.025640493440708328 0.026927351500048782 50 TARGET 100 0.001 0.0 25 1204 0.0 -33 0.025536690722611617 0.026883359264695282 50 TARGET 100 0.001 0.0 25 1204 0.0 -34 0.025435017541000738 0.026818299158052963 50 TARGET 100 0.001 0.0 25 1204 0.0 -35 0.02532551008643526 0.02671070538009658 50 TARGET 100 0.001 0.0 25 1204 0.0 -36 0.02526208531324711 0.026660771814711166 50 TARGET 100 0.001 0.0 25 1204 0.0 -37 0.025178588450155675 0.026584494520317425 50 TARGET 100 0.001 0.0 25 1204 0.0 -38 0.025088164792317735 0.026542809650753483 50 TARGET 100 0.001 0.0 25 1204 0.0 -39 0.02503086847287637 0.026499880985780197 50 TARGET 100 0.001 0.0 25 1204 0.0 -40 0.024984526369557638 0.026457838601235188 50 TARGET 100 0.001 0.0 25 1204 0.0 -41 0.024900982557773992 0.02638315110269821 50 TARGET 100 0.001 0.0 25 1204 0.0 -42 0.024864642012249742 0.026370062746784904 50 TARGET 100 0.001 0.0 25 1204 0.0 -43 0.02481037639834062 0.026321958073160866 50 TARGET 100 0.001 0.0 25 1204 0.0 -44 0.024771888298217696 0.02635443148513635 50 TARGET 100 0.001 0.0 25 1204 0.0 -45 0.024712421225778984 0.026277554644779724 50 TARGET 100 0.001 0.0 25 1204 0.0 -46 0.02469015652658763 0.02627727124049808 50 TARGET 100 0.001 0.0 25 1204 0.0 -47 0.024653915372310264 0.02619731951166283 50 TARGET 100 0.001 0.0 25 1204 0.0 -48 0.024603076335607155 0.026205543936653572 50 TARGET 100 0.001 0.0 25 1204 0.0 -49 0.02455936259392536 0.026183814318342644 50 TARGET 100 0.001 0.0 25 1204 0.0 -50 0.02455255021074605 0.026148671905199688 50 TARGET 100 0.001 0.0 25 1204 0.0 -51 0.02453025158883546 0.02616867648832726 50 TARGET 100 0.001 0.0 25 1204 0.0 -52 0.024488670187014523 0.02614961112990524 50 TARGET 100 0.001 0.0 25 1204 0.0 -53 0.024459710225513086 0.02607009435693423 50 TARGET 100 0.001 0.0 25 1204 0.0 -54 0.024445240777801185 0.026102621108293533 50 TARGET 100 0.001 0.0 25 1204 0.0 -55 0.024407708791620804 0.02604698875185215 50 TARGET 100 0.001 0.0 25 1204 0.0 -56 0.024372890622979062 0.026029057010556713 50 TARGET 100 0.001 0.0 25 1204 0.0 -57 0.02437088306780014 0.02603747904526465 50 TARGET 100 0.001 0.0 25 1204 0.0 -58 0.024352432858913836 0.026054226539351723 50 TARGET 100 0.001 0.0 25 1204 0.0 -59 0.024357855796613277 0.026034238212036365 50 TARGET 100 0.001 0.0 25 1204 0.0 -60 0.024322965517890975 0.025994863191788845 50 TARGET 100 0.001 0.0 25 1204 0.0 -61 0.024307377053180125 0.02598255867082061 50 TARGET 100 0.001 0.0 25 1204 0.0 -62 0.02428981453581691 0.025985593258431465 50 TARGET 100 0.001 0.0 25 1204 0.0 -63 0.024291367461334173 0.025970493753751118 50 TARGET 100 0.001 0.0 25 1204 0.0 -64 0.024284813477836474 0.026016333225098522 50 TARGET 100 0.001 0.0 25 1204 0.0 -65 0.024269109729815413 0.025969564576040615 50 TARGET 100 0.001 0.0 25 1204 0.0 -66 0.024240769634042123 0.025946568076809246 50 TARGET 100 0.001 0.0 25 1204 0.0 -67 0.024234912035240468 0.025951623408631844 50 TARGET 100 0.001 0.0 25 1204 0.0 -68 0.02421840820900519 0.02593016805070819 50 TARGET 100 0.001 0.0 25 1204 0.0 -69 0.024208887564865025 0.02591892060908404 50 TARGET 100 0.001 0.0 25 1204 0.0 -70 0.024210642414913837 0.025936421176249332 50 TARGET 100 0.001 0.0 25 1204 0.0 -71 0.02420344715467607 0.025927632369778374 50 TARGET 100 0.001 0.0 25 1204 0.0 -72 0.0241690246256614 0.025921872675870403 50 TARGET 100 0.001 0.0 25 1204 0.0 -73 0.024161234968388925 0.025865681074333912 50 TARGET 100 0.001 0.0 25 1204 0.0 -74 0.024158117458575504 0.025910095170591816 50 TARGET 100 0.001 0.0 25 1204 0.0 -75 0.024154191153117704 0.02591163738433159 50 TARGET 100 0.001 0.0 25 1204 0.0 -76 0.02416598115756054 0.025859602868105427 50 TARGET 100 0.001 0.0 25 1204 0.0 -77 0.024131454909941563 0.02588081354218902 50 TARGET 100 0.001 0.0 25 1204 0.0 -78 0.024151473020764713 0.025886135796705883 50 TARGET 100 0.001 0.0 25 1204 0.0 -79 0.02412699912408185 0.02585820159451528 50 TARGET 100 0.001 0.0 25 1204 0.0 -80 0.024117110203010866 0.025843627299323227 50 TARGET 100 0.001 0.0 25 1204 0.0 -81 0.024100216613574463 0.0258418760177764 50 TARGET 100 0.001 0.0 25 1204 0.0 -82 0.02411161041395231 0.02584378630148642 50 TARGET 100 0.001 0.0 25 1204 0.0 -83 0.024093438441604876 0.025796095755967228 50 TARGET 100 0.001 0.0 25 1204 0.0 -84 0.024065508422526447 0.025835413203546494 50 TARGET 100 0.001 0.0 25 1204 0.0 -85 0.02406743190154082 0.025784611024639824 50 TARGET 100 0.001 0.0 25 1204 0.0 -86 0.024033567407215486 0.025775776216478058 50 TARGET 100 0.001 0.0 25 1204 0.0 -87 0.024038129138073537 0.025799706465367115 50 TARGET 100 0.001 0.0 25 1204 0.0 -88 0.024041712591393226 0.025799644490083058 50 TARGET 100 0.001 0.0 25 1204 0.0 -89 0.02403072134187125 0.02580740878527815 50 TARGET 100 0.001 0.0 25 1204 0.0 -90 0.024017312523190823 0.025750274007970638 50 TARGET 100 0.001 0.0 25 1204 0.0 -91 0.02400067264860126 0.025757864964279262 50 TARGET 100 0.001 0.0 25 1204 0.0 -92 0.02399222369020435 0.02573778610112089 50 TARGET 100 0.001 0.0 25 1204 0.0 -93 0.02401383786214522 0.02579897382494175 50 TARGET 100 0.001 0.0 25 1204 0.0 -94 0.02398223849483813 0.025736593387343666 50 TARGET 100 0.001 0.0 25 1204 0.0 -95 0.023971122266216713 0.025734430686994034 50 TARGET 100 0.001 0.0 25 1204 0.0 -96 0.023960475530788956 0.02576455677097494 50 TARGET 100 0.001 0.0 25 1204 0.0 -97 0.023971000673744816 0.025721461483926483 50 TARGET 100 0.001 0.0 25 1204 0.0 -98 0.023967776955528694 0.025732749452193577 50 TARGET 100 0.001 0.0 25 1204 0.0 -99 0.023941373634418655 0.025700272032708832 50 TARGET 100 0.001 0.0 25 1204 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00001lr_10bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00001lr_10bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 9bb72f3d3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00001lr_10bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09595783782326413 0.09639483870881976 10 TARGET 100 1e-05 0.1 50 6337 0.0 -1 0.0939227129122625 0.09276488468502507 10 TARGET 100 1e-05 0.1 50 6337 0.0 -2 0.08918744466120145 0.08650296971653447 10 TARGET 100 1e-05 0.1 50 6337 0.0 -3 0.08292436835541067 0.07965581525455821 10 TARGET 100 1e-05 0.1 50 6337 0.0 -4 0.07676955698816865 0.07352989008932402 10 TARGET 100 1e-05 0.1 50 6337 0.0 -5 0.07147373874932025 0.0683426002435612 10 TARGET 100 1e-05 0.1 50 6337 0.0 -6 0.06712921136858488 0.06408340246839957 10 TARGET 100 1e-05 0.1 50 6337 0.0 -7 0.06352961113557269 0.06060225573001486 10 TARGET 100 1e-05 0.1 50 6337 0.0 -8 0.060370613805172016 0.057705349204215134 10 TARGET 100 1e-05 0.1 50 6337 0.0 -9 0.05806797160845413 0.05529804584203345 10 TARGET 100 1e-05 0.1 50 6337 0.0 -10 0.05606768929998481 0.053339391043691925 10 TARGET 100 1e-05 0.1 50 6337 0.0 -11 0.05426187079512712 0.051651745131521515 10 TARGET 100 1e-05 0.1 50 6337 0.0 -12 0.052722546902268824 0.050222123323967964 10 TARGET 100 1e-05 0.1 50 6337 0.0 -13 0.05148527807609401 0.04899560739145135 10 TARGET 100 1e-05 0.1 50 6337 0.0 -14 0.05049031673105879 0.04792947694659233 10 TARGET 100 1e-05 0.1 50 6337 0.0 -15 0.04959967336068651 0.047012359694097984 10 TARGET 100 1e-05 0.1 50 6337 0.0 -16 0.0488131440272837 0.04620239815928719 10 TARGET 100 1e-05 0.1 50 6337 0.0 -17 0.047899613777796425 0.04550632213552793 10 TARGET 100 1e-05 0.1 50 6337 0.0 -18 0.04749281367017364 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0.0 -36 0.05042703063399703 0.041742901797547485 10 TARGET 100 1e-05 0.5 50 9571 0.0 -37 0.050138177895786784 0.041623853259917465 10 TARGET 100 1e-05 0.5 50 9571 0.0 -38 0.04996807141988366 0.041552580667264534 10 TARGET 100 1e-05 0.5 50 9571 0.0 -39 0.04978890067298806 0.041469576571023826 10 TARGET 100 1e-05 0.5 50 9571 0.0 -40 0.049579862655714305 0.04139856644200556 10 TARGET 100 1e-05 0.5 50 9571 0.0 -41 0.049302198143318446 0.04139104801597017 10 TARGET 100 1e-05 0.5 50 9571 0.0 -42 0.049378788029706036 0.04123897218342983 10 TARGET 100 1e-05 0.5 50 9571 0.0 -43 0.04948626320671152 0.04114134350057804 10 TARGET 100 1e-05 0.5 50 9571 0.0 -44 0.04901868500041239 0.04106822609901428 10 TARGET 100 1e-05 0.5 50 9571 0.0 -45 0.04899326567647835 0.04101487711975069 10 TARGET 100 1e-05 0.5 50 9571 0.0 -46 0.04880020509063194 0.04099094258113341 10 TARGET 100 1e-05 0.5 50 9571 0.0 -47 0.04865142502367296 0.04090387667670394 10 TARGET 100 1e-05 0.5 50 9571 0.0 -48 0.04853909798844495 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0.045672497263661134 0.03926797933650739 10 TARGET 100 1e-05 0.5 50 9571 0.0 -74 0.0455114534406951 0.03914165180740935 10 TARGET 100 1e-05 0.5 50 9571 0.0 -75 0.04551159812494962 0.039051866328174416 10 TARGET 100 1e-05 0.5 50 9571 0.0 -76 0.04537506020229674 0.03896440610741124 10 TARGET 100 1e-05 0.5 50 9571 0.0 -77 0.045066292049607846 0.03886363847237645 10 TARGET 100 1e-05 0.5 50 9571 0.0 -78 0.045094898277862304 0.03876527274648348 10 TARGET 100 1e-05 0.5 50 9571 0.0 -79 0.04493161956920768 0.03873786793062181 10 TARGET 100 1e-05 0.5 50 9571 0.0 -80 0.04492102692574764 0.03866143852020755 10 TARGET 100 1e-05 0.5 50 9571 0.0 -81 0.04485664623303445 0.03851700325806936 10 TARGET 100 1e-05 0.5 50 9571 0.0 -82 0.0446071040750754 0.03840520086162018 10 TARGET 100 1e-05 0.5 50 9571 0.0 -83 0.04462796476001692 0.03829566310300971 10 TARGET 100 1e-05 0.5 50 9571 0.0 -84 0.0446221581487744 0.03822232805418246 10 TARGET 100 1e-05 0.5 50 9571 0.0 -85 0.0443268760612316 0.03813052482225678 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0.04463990574533289 50 TARGET 100 1e-05 0.1 50 3988 0.0 -99 0.04451569177285589 0.04456507030761603 50 TARGET 100 1e-05 0.1 50 3988 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00001lr_50bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00001lr_50bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 3c813732b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00001lr_50bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09687975003863826 0.09546914516073285 50 TARGET 100 1e-05 0.5 50 8488 0.0 -1 0.09659659009589892 0.09533819217573512 50 TARGET 100 1e-05 0.5 50 8488 0.0 -2 0.09644963273697028 0.09519926368287115 50 TARGET 100 1e-05 0.5 50 8488 0.0 -3 0.09632149052740348 0.09500663750099414 50 TARGET 100 1e-05 0.5 50 8488 0.0 -4 0.09615344027377139 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0.05545350465208593 0.045750174219861175 50 TARGET 100 1e-05 0.5 50 8488 0.0 -80 0.05548697454158706 0.045565367535208214 50 TARGET 100 1e-05 0.5 50 8488 0.0 -81 0.05534204055464228 0.04542130841450258 50 TARGET 100 1e-05 0.5 50 8488 0.0 -82 0.0550759285061247 0.045263627487601654 50 TARGET 100 1e-05 0.5 50 8488 0.0 -83 0.055084167318010975 0.04511552845889872 50 TARGET 100 1e-05 0.5 50 8488 0.0 -84 0.05482661434345775 0.04499322288867199 50 TARGET 100 1e-05 0.5 50 8488 0.0 -85 0.05471162501760204 0.04487524858929894 50 TARGET 100 1e-05 0.5 50 8488 0.0 -86 0.05431701872585599 0.0447364454016541 50 TARGET 100 1e-05 0.5 50 8488 0.0 -87 0.0541245552024456 0.04462803177761309 50 TARGET 100 1e-05 0.5 50 8488 0.0 -88 0.05408459012506386 0.04450686546889218 50 TARGET 100 1e-05 0.5 50 8488 0.0 -89 0.05405419831625139 0.04437773753747796 50 TARGET 100 1e-05 0.5 50 8488 0.0 -90 0.05419521998325582 0.04425958995566224 50 TARGET 100 1e-05 0.5 50 8488 0.0 -91 0.053498535997137074 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00001lr_50bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09639791913506159 0.09646332941272041 50 TARGET 100 1e-05 0.0 50 6384 0.0 -1 0.0961955206512602 0.09625780605005496 50 TARGET 100 1e-05 0.0 50 6384 0.0 -2 0.09596748803099397 0.0959964453270941 50 TARGET 100 1e-05 0.0 50 6384 0.0 -3 0.09565993255437022 0.0956308643023173 50 TARGET 100 1e-05 0.0 50 6384 0.0 -4 0.09523699693507218 0.09513199871236627 50 TARGET 100 1e-05 0.0 50 6384 0.0 -5 0.0946675929607767 0.0944742551355651 50 TARGET 100 1e-05 0.0 50 6384 0.0 -6 0.09393350624476218 0.09364467069055095 50 TARGET 100 1e-05 0.0 50 6384 0.0 -7 0.09303311165735778 0.09265444608348788 50 TARGET 100 1e-05 0.0 50 6384 0.0 -8 0.0919800369125424 0.09151775231867125 50 TARGET 100 1e-05 0.0 50 6384 0.0 -9 0.09079499500066744 0.09024564244530418 50 TARGET 100 1e-05 0.0 50 6384 0.0 -10 0.08948887242411925 0.08887552379658728 50 TARGET 100 1e-05 0.0 50 6384 0.0 -11 0.088096742051017 0.08742600950327786 50 TARGET 100 1e-05 0.0 50 6384 0.0 -12 0.08663986640847492 0.0859205483487158 50 TARGET 100 1e-05 0.0 50 6384 0.0 -13 0.0851410658973636 0.08438249745152214 50 TARGET 100 1e-05 0.0 50 6384 0.0 -14 0.08362174814297293 0.0828465914184397 50 TARGET 100 1e-05 0.0 50 6384 0.0 -15 0.08211342990398407 0.0813028792088682 50 TARGET 100 1e-05 0.0 50 6384 0.0 -16 0.08060786812895476 0.07978462360121986 50 TARGET 100 1e-05 0.0 50 6384 0.0 -17 0.07914257463481691 0.07828320811192195 50 TARGET 100 1e-05 0.0 50 6384 0.0 -18 0.077690243470147 0.0768319722829443 50 TARGET 100 1e-05 0.0 50 6384 0.0 -19 0.07628687686892069 0.07541842465147827 50 TARGET 100 1e-05 0.0 50 6384 0.0 -20 0.07492223407082285 0.07403725069580656 50 TARGET 100 1e-05 0.0 50 6384 0.0 -21 0.07359606393860647 0.07270973920822144 50 TARGET 100 1e-05 0.0 50 6384 0.0 -22 0.07231849554913614 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0.0 50 6384 0.0 -35 0.059874299926187854 0.05901548413164688 50 TARGET 100 1e-05 0.0 50 6384 0.0 -36 0.05918457133300377 0.058332577234867844 50 TARGET 100 1e-05 0.0 50 6384 0.0 -37 0.058521736225094455 0.05768079299366835 50 TARGET 100 1e-05 0.0 50 6384 0.0 -38 0.05788996581126143 0.05705815835884123 50 TARGET 100 1e-05 0.0 50 6384 0.0 -39 0.05728998066550152 0.05645473865848599 50 TARGET 100 1e-05 0.0 50 6384 0.0 -40 0.05670994392248115 0.055888625934268486 50 TARGET 100 1e-05 0.0 50 6384 0.0 -41 0.056157887069765565 0.05533740996862903 50 TARGET 100 1e-05 0.0 50 6384 0.0 -42 0.055627780743821305 0.05480551516467875 50 TARGET 100 1e-05 0.0 50 6384 0.0 -43 0.05511377965059345 0.054298076439987526 50 TARGET 100 1e-05 0.0 50 6384 0.0 -44 0.054626348092901185 0.05380239755366788 50 TARGET 100 1e-05 0.0 50 6384 0.0 -45 0.05414810163354633 0.05333942084601431 50 TARGET 100 1e-05 0.0 50 6384 0.0 -46 0.053699380646048976 0.0529048919226184 50 TARGET 100 1e-05 0.0 50 6384 0.0 -47 0.05326617660897749 0.05246968759280263 50 TARGET 100 1e-05 0.0 50 6384 0.0 -48 0.052850470398411606 0.052048402866630844 50 TARGET 100 1e-05 0.0 50 6384 0.0 -49 0.05244790995963896 0.05165064955751101 50 TARGET 100 1e-05 0.0 50 6384 0.0 -50 0.05206252225621381 0.05127155893679821 50 TARGET 100 1e-05 0.0 50 6384 0.0 -51 0.0516912308129598 0.05090516376675981 50 TARGET 100 1e-05 0.0 50 6384 0.0 -52 0.05133772224990607 0.050544575985633965 50 TARGET 100 1e-05 0.0 50 6384 0.0 -53 0.050990853094894074 0.05020005707487916 50 TARGET 100 1e-05 0.0 50 6384 0.0 -54 0.05066536902528419 0.04986193064938892 50 TARGET 100 1e-05 0.0 50 6384 0.0 -55 0.05033996283556476 0.04954856758316358 50 TARGET 100 1e-05 0.0 50 6384 0.0 -56 0.050032393624284854 0.049251162531701004 50 TARGET 100 1e-05 0.0 50 6384 0.0 -57 0.04974270087701303 0.04895914989438924 50 TARGET 100 1e-05 0.0 50 6384 0.0 -58 0.049464978114623415 0.048677883252049935 50 TARGET 100 1e-05 0.0 50 6384 0.0 -59 0.04919766085316436 0.048420268364927986 50 TARGET 100 1e-05 0.0 50 6384 0.0 -60 0.04894398322159594 0.04816257694002354 50 TARGET 100 1e-05 0.0 50 6384 0.0 -61 0.04869971040523413 0.04791522330858491 50 TARGET 100 1e-05 0.0 50 6384 0.0 -62 0.048463995985511175 0.04768375849181956 50 TARGET 100 1e-05 0.0 50 6384 0.0 -63 0.048235113422075905 0.04745239922494599 50 TARGET 100 1e-05 0.0 50 6384 0.0 -64 0.04801501031425665 0.047226063794258866 50 TARGET 100 1e-05 0.0 50 6384 0.0 -65 0.047803827420328605 0.047013354120832504 50 TARGET 100 1e-05 0.0 50 6384 0.0 -66 0.047597901274760566 0.046801581414359986 50 TARGET 100 1e-05 0.0 50 6384 0.0 -67 0.047400766638693984 0.046599294312975624 50 TARGET 100 1e-05 0.0 50 6384 0.0 -68 0.047207385903657084 0.0464142533865842 50 TARGET 100 1e-05 0.0 50 6384 0.0 -69 0.047027592895307925 0.04622570402694471 50 TARGET 100 1e-05 0.0 50 6384 0.0 -70 0.0468504359876668 0.04605313672712355 50 TARGET 100 1e-05 0.0 50 6384 0.0 -71 0.04668237505988641 0.045882841064171356 50 TARGET 100 1e-05 0.0 50 6384 0.0 -72 0.046523066808278314 0.04571320489048958 50 TARGET 100 1e-05 0.0 50 6384 0.0 -73 0.046366100572676774 0.045553805475885216 50 TARGET 100 1e-05 0.0 50 6384 0.0 -74 0.0462151269870575 0.04540431759122646 50 TARGET 100 1e-05 0.0 50 6384 0.0 -75 0.046070920033788036 0.045256061987443405 50 TARGET 100 1e-05 0.0 50 6384 0.0 -76 0.04593105271759659 0.04510966473908135 50 TARGET 100 1e-05 0.0 50 6384 0.0 -77 0.04579625026595713 0.04496926295034813 50 TARGET 100 1e-05 0.0 50 6384 0.0 -78 0.04566581416812408 0.044839551841670815 50 TARGET 100 1e-05 0.0 50 6384 0.0 -79 0.04553787370121439 0.04470853055968429 50 TARGET 100 1e-05 0.0 50 6384 0.0 -80 0.045415996689888764 0.04458023528709556 50 TARGET 100 1e-05 0.0 50 6384 0.0 -81 0.04529670811562426 0.04445618063662991 50 TARGET 100 1e-05 0.0 50 6384 0.0 -82 0.045181128111752594 0.04433931907018026 50 TARGET 100 1e-05 0.0 50 6384 0.0 -83 0.04506924142590677 0.04422497320355791 50 TARGET 100 1e-05 0.0 50 6384 0.0 -84 0.04496318800531654 0.04410406077901522 50 TARGET 100 1e-05 0.0 50 6384 0.0 -85 0.04485357734641242 0.0439993640915914 50 TARGET 100 1e-05 0.0 50 6384 0.0 -86 0.04475192640365575 0.04389394729426413 50 TARGET 100 1e-05 0.0 50 6384 0.0 -87 0.04465045022342341 0.04378985094301628 50 TARGET 100 1e-05 0.0 50 6384 0.0 -88 0.044553829074809044 0.04368654785282684 50 TARGET 100 1e-05 0.0 50 6384 0.0 -89 0.04445777162407785 0.04358892357259086 50 TARGET 100 1e-05 0.0 50 6384 0.0 -90 0.04436509189531458 0.04349385168064724 50 TARGET 100 1e-05 0.0 50 6384 0.0 -91 0.04427341857191288 0.04339598604675495 50 TARGET 100 1e-05 0.0 50 6384 0.0 -92 0.04418413273312829 0.043305748904293236 50 TARGET 100 1e-05 0.0 50 6384 0.0 -93 0.04409792808571247 0.04321963159423886 50 TARGET 100 1e-05 0.0 50 6384 0.0 -94 0.044012905233335814 0.04312194906400912 50 TARGET 100 1e-05 0.0 50 6384 0.0 -95 0.04392826204699298 0.0430353864124327 50 TARGET 100 1e-05 0.0 50 6384 0.0 -96 0.04384648141385329 0.04294907730637175 50 TARGET 100 1e-05 0.0 50 6384 0.0 -97 0.04376698789572475 0.04287148628270987 50 TARGET 100 1e-05 0.0 50 6384 0.0 -98 0.04368731721934646 0.04278451633272749 50 TARGET 100 1e-05 0.0 50 6384 0.0 -99 0.04361127438619482 0.04269622593666568 50 TARGET 100 1e-05 0.0 50 6384 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00005lr_10bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00005lr_10bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 47d9d33ac..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00005lr_10bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09153793526418282 0.07585749639706178 10 TARGET 100 5e-05 0.1 50 6451 0.0 -1 0.06910123724979583 0.05569649679642735 10 TARGET 100 5e-05 0.1 50 6451 0.0 -2 0.05483648505826992 0.04756004385875933 10 TARGET 100 5e-05 0.1 50 6451 0.0 -3 0.04875550602220927 0.044167738859400604 10 TARGET 100 5e-05 0.1 50 6451 0.0 -4 0.04608342056523269 0.04272251666495294 10 TARGET 100 5e-05 0.1 50 6451 0.0 -5 0.0445523617243526 0.041849642766244484 10 TARGET 100 5e-05 0.1 50 6451 0.0 -6 0.0436223785233016 0.0410478606142781 10 TARGET 100 5e-05 0.1 50 6451 0.0 -7 0.04289161307291953 0.04047110055883726 10 TARGET 100 5e-05 0.1 50 6451 0.0 -8 0.042168075889850706 0.03984448629798311 10 TARGET 100 5e-05 0.1 50 6451 0.0 -9 0.041338158777667215 0.0391626391898502 10 TARGET 100 5e-05 0.1 50 6451 0.0 -10 0.04070214417948065 0.03854608998605699 10 TARGET 100 5e-05 0.1 50 6451 0.0 -11 0.039990603911254544 0.03769966790621931 10 TARGET 100 5e-05 0.1 50 6451 0.0 -12 0.03914574743170128 0.03688304611679279 10 TARGET 100 5e-05 0.1 50 6451 0.0 -13 0.03853608221317381 0.03617897302363858 10 TARGET 100 5e-05 0.1 50 6451 0.0 -14 0.03777597305876037 0.035562853695768296 10 TARGET 100 5e-05 0.1 50 6451 0.0 -15 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00005lr_10bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00005lr_10bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index cdff6d84b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00005lr_10bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09379294351596222 0.084223993574128 10 TARGET 100 5e-05 0.5 50 2866 0.0 -1 0.07873419085235307 0.06418108748215617 10 TARGET 100 5e-05 0.5 50 2866 0.0 -2 0.0663608779835982 0.05481527836033792 10 TARGET 100 5e-05 0.5 50 2866 0.0 -3 0.05954708460003438 0.049791654176784286 10 TARGET 100 5e-05 0.5 50 2866 0.0 -4 0.05527090660048655 0.046914582225409424 10 TARGET 100 5e-05 0.5 50 2866 0.0 -5 0.05287801287441141 0.045188499106602234 10 TARGET 100 5e-05 0.5 50 2866 0.0 -6 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TARGET 100 5e-05 0.0 50 9672 0.0 -73 0.02570347724363258 0.026497421447526325 10 TARGET 100 5e-05 0.0 50 9672 0.0 -74 0.025631457818076266 0.02645068480209871 10 TARGET 100 5e-05 0.0 50 9672 0.0 -75 0.025569769174412445 0.026387165385213764 10 TARGET 100 5e-05 0.0 50 9672 0.0 -76 0.025509216462070692 0.026313480159098453 10 TARGET 100 5e-05 0.0 50 9672 0.0 -77 0.02544819470181409 0.026279859696373795 10 TARGET 100 5e-05 0.0 50 9672 0.0 -78 0.025391401058244785 0.026228798327572418 10 TARGET 100 5e-05 0.0 50 9672 0.0 -79 0.025323644857414642 0.026181271356163605 10 TARGET 100 5e-05 0.0 50 9672 0.0 -80 0.02527037965328204 0.02612722586050178 10 TARGET 100 5e-05 0.0 50 9672 0.0 -81 0.02521226446611512 0.026090009025100506 10 TARGET 100 5e-05 0.0 50 9672 0.0 -82 0.025162268768657337 0.02603341368111697 10 TARGET 100 5e-05 0.0 50 9672 0.0 -83 0.025104968692568015 0.026018378240141003 10 TARGET 100 5e-05 0.0 50 9672 0.0 -84 0.025050045125913942 0.025962539581638393 10 TARGET 100 5e-05 0.0 50 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TARGET 100 5e-05 0.1 50 3134 0.0 -28 0.03692357282872352 0.03524101136082953 25 TARGET 100 5e-05 0.1 50 3134 0.0 -29 0.03652163102018713 0.034989502506725716 25 TARGET 100 5e-05 0.1 50 3134 0.0 -30 0.036183915317359594 0.03476590211644317 25 TARGET 100 5e-05 0.1 50 3134 0.0 -31 0.035780353904372515 0.03453221454313307 25 TARGET 100 5e-05 0.1 50 3134 0.0 -32 0.03586328348853572 0.034341887937802254 25 TARGET 100 5e-05 0.1 50 3134 0.0 -33 0.03562050353522453 0.034172855486923996 25 TARGET 100 5e-05 0.1 50 3134 0.0 -34 0.03534863189314351 0.03402177413756197 25 TARGET 100 5e-05 0.1 50 3134 0.0 -35 0.03530564186749635 0.033839017378561424 25 TARGET 100 5e-05 0.1 50 3134 0.0 -36 0.03505075100796792 0.03368770308566816 25 TARGET 100 5e-05 0.1 50 3134 0.0 -37 0.03484258721723701 0.03352429604891575 25 TARGET 100 5e-05 0.1 50 3134 0.0 -38 0.03463937998796352 0.03338195439992529 25 TARGET 100 5e-05 0.1 50 3134 0.0 -39 0.034636793219130046 0.033251043634884285 25 TARGET 100 5e-05 0.1 50 3134 0.0 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00005lr_25bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 0b879eeb3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00005lr_25bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09608795189044693 0.09546956024838216 25 TARGET 100 5e-05 0.5 50 7024 0.0 -1 0.09340573114778859 0.08920664769230467 25 TARGET 100 5e-05 0.5 50 7024 0.0 -2 0.08726806660192181 0.07958032518173709 25 TARGET 100 5e-05 0.5 50 7024 0.0 -3 0.07993596103606802 0.07058358802036806 25 TARGET 100 5e-05 0.5 50 7024 0.0 -4 0.07334264037936224 0.0645841859055288 25 TARGET 100 5e-05 0.5 50 7024 0.0 -5 0.06853528887735874 0.06018111335508751 25 TARGET 100 5e-05 0.5 50 7024 0.0 -6 0.06487861429325459 0.05674624606741197 25 TARGET 100 5e-05 0.5 50 7024 0.0 -7 0.06117738434662321 0.053621657700701195 25 TARGET 100 5e-05 0.5 50 7024 0.0 -8 0.059089090900890755 0.051833533089269294 25 TARGET 100 5e-05 0.5 50 7024 0.0 -9 0.05713560837963815 0.050026178021322594 25 TARGET 100 5e-05 0.5 50 7024 0.0 -10 0.055599777002878464 0.04867074616027601 25 TARGET 100 5e-05 0.5 50 7024 0.0 -11 0.05409560260372331 0.04794739226274418 25 TARGET 100 5e-05 0.5 50 7024 0.0 -12 0.05325716311231205 0.047194956209171905 25 TARGET 100 5e-05 0.5 50 7024 0.0 -13 0.05216932481763138 0.04689569455204588 25 TARGET 100 5e-05 0.5 50 7024 0.0 -14 0.05114229301912616 0.04637098746995131 25 TARGET 100 5e-05 0.5 50 7024 0.0 -15 0.05068235730858965 0.046049179396394524 25 TARGET 100 5e-05 0.5 50 7024 0.0 -16 0.050110777545256245 0.04562487577398618 25 TARGET 100 5e-05 0.5 50 7024 0.0 -17 0.04951001867426164 0.04536021523403399 25 TARGET 100 5e-05 0.5 50 7024 0.0 -18 0.0492793673881477 0.0452284404838627 25 TARGET 100 5e-05 0.5 50 7024 0.0 -19 0.04873160210748514 0.04496967956197984 25 TARGET 100 5e-05 0.5 50 7024 0.0 -20 0.048142782214916115 0.04467547436555227 25 TARGET 100 5e-05 0.5 50 7024 0.0 -21 0.04800064721292117 0.04447317151634982 25 TARGET 100 5e-05 0.5 50 7024 0.0 -22 0.04771479360307708 0.04437264783138579 25 TARGET 100 5e-05 0.5 50 7024 0.0 -23 0.047201694763870754 0.04416044993382512 25 TARGET 100 5e-05 0.5 50 7024 0.0 -24 0.046934680693378354 0.04375029095646107 25 TARGET 100 5e-05 0.5 50 7024 0.0 -25 0.04654444275605759 0.043725545264103195 25 TARGET 100 5e-05 0.5 50 7024 0.0 -26 0.04634175734337331 0.04320496653742863 25 TARGET 100 5e-05 0.5 50 7024 0.0 -27 0.045815569602630356 0.04322459938173944 25 TARGET 100 5e-05 0.5 50 7024 0.0 -28 0.04555275214064603 0.04282425739096873 25 TARGET 100 5e-05 0.5 50 7024 0.0 -29 0.04514237394813536 0.04250112356561603 25 TARGET 100 5e-05 0.5 50 7024 0.0 -30 0.04482767570400077 0.0421796819816033 25 TARGET 100 5e-05 0.5 50 7024 0.0 -31 0.04458542466665358 0.04181090516574455 25 TARGET 100 5e-05 0.5 50 7024 0.0 -32 0.04477735428196011 0.04159189173669526 25 TARGET 100 5e-05 0.5 50 7024 0.0 -33 0.043967550338217705 0.04119955099216013 25 TARGET 100 5e-05 0.5 50 7024 0.0 -34 0.04345026475562391 0.04087324880740859 25 TARGET 100 5e-05 0.5 50 7024 0.0 -35 0.043415306355515715 0.0404928263389703 25 TARGET 100 5e-05 0.5 50 7024 0.0 -36 0.042955688574047204 0.0402266001046607 25 TARGET 100 5e-05 0.5 50 7024 0.0 -37 0.0423335111088524 0.0399502149472634 25 TARGET 100 5e-05 0.5 50 7024 0.0 -38 0.04215910821300163 0.0394970958092899 25 TARGET 100 5e-05 0.5 50 7024 0.0 -39 0.04215397757888844 0.039408969043782265 25 TARGET 100 5e-05 0.5 50 7024 0.0 -40 0.0416298058285356 0.03910787358428493 25 TARGET 100 5e-05 0.5 50 7024 0.0 -41 0.04156715701324771 0.03889788822694258 25 TARGET 100 5e-05 0.5 50 7024 0.0 -42 0.04144818316956963 0.03870136539141337 25 TARGET 100 5e-05 0.5 50 7024 0.0 -43 0.04110423695007558 0.038442165506157006 25 TARGET 100 5e-05 0.5 50 7024 0.0 -44 0.040723980081452664 0.03826166316866875 25 TARGET 100 5e-05 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0.03885049432491012 0.0367009782542785 25 TARGET 100 5e-05 0.5 50 7024 0.0 -58 0.038801175093761194 0.036620154468850655 25 TARGET 100 5e-05 0.5 50 7024 0.0 -59 0.038930905869964394 0.03654344272658681 25 TARGET 100 5e-05 0.5 50 7024 0.0 -60 0.03858409685267744 0.036479808898134666 25 TARGET 100 5e-05 0.5 50 7024 0.0 -61 0.038560429061151515 0.036426999465082634 25 TARGET 100 5e-05 0.5 50 7024 0.0 -62 0.0382518938582654 0.03643303957175125 25 TARGET 100 5e-05 0.5 50 7024 0.0 -63 0.03844544618870273 0.03633173859932206 25 TARGET 100 5e-05 0.5 50 7024 0.0 -64 0.03815907626240342 0.03621760095384988 25 TARGET 100 5e-05 0.5 50 7024 0.0 -65 0.037836188795389955 0.03607280179858208 25 TARGET 100 5e-05 0.5 50 7024 0.0 -66 0.03806897072805098 0.036106545478105545 25 TARGET 100 5e-05 0.5 50 7024 0.0 -67 0.037878616001168486 0.036060919082074455 25 TARGET 100 5e-05 0.5 50 7024 0.0 -68 0.037980925166346005 0.03595531669755777 25 TARGET 100 5e-05 0.5 50 7024 0.0 -69 0.037669777725932975 0.035898421185486244 25 TARGET 100 5e-05 0.5 50 7024 0.0 -70 0.03758395851436087 0.035801171522700424 25 TARGET 100 5e-05 0.5 50 7024 0.0 -71 0.03765876645140776 0.03582838561498758 25 TARGET 100 5e-05 0.5 50 7024 0.0 -72 0.03761959955196589 0.03575206897927053 25 TARGET 100 5e-05 0.5 50 7024 0.0 -73 0.03739585083993999 0.035691775042902336 25 TARGET 100 5e-05 0.5 50 7024 0.0 -74 0.03747154467485168 0.03567339869385416 25 TARGET 100 5e-05 0.5 50 7024 0.0 -75 0.03708963823639584 0.035496385993831085 25 TARGET 100 5e-05 0.5 50 7024 0.0 -76 0.03696892940461234 0.03556142967532982 25 TARGET 100 5e-05 0.5 50 7024 0.0 -77 0.03685722772270341 0.03552140775277759 25 TARGET 100 5e-05 0.5 50 7024 0.0 -78 0.036808390759859824 0.03531113357254953 25 TARGET 100 5e-05 0.5 50 7024 0.0 -79 0.037013733828509296 0.035311298219091965 25 TARGET 100 5e-05 0.5 50 7024 0.0 -80 0.036942615098498686 0.03523385084488175 25 TARGET 100 5e-05 0.5 50 7024 0.0 -81 0.03649391593907016 0.035199356067812805 25 TARGET 100 5e-05 0.5 50 7024 0.0 -82 0.036531123304457375 0.03520030624261408 25 TARGET 100 5e-05 0.5 50 7024 0.0 -83 0.03641918642753704 0.03512460586022247 25 TARGET 100 5e-05 0.5 50 7024 0.0 -84 0.03633235169179512 0.03502125891320633 25 TARGET 100 5e-05 0.5 50 7024 0.0 -85 0.03626894554819422 0.03495998889433615 25 TARGET 100 5e-05 0.5 50 7024 0.0 -86 0.03660639123959774 0.0349803917448629 25 TARGET 100 5e-05 0.5 50 7024 0.0 -87 0.0362398624796458 0.034954975048700966 25 TARGET 100 5e-05 0.5 50 7024 0.0 -88 0.03605351371922678 0.03486254376669725 25 TARGET 100 5e-05 0.5 50 7024 0.0 -89 0.036036301510853797 0.03479526536256978 25 TARGET 100 5e-05 0.5 50 7024 0.0 -90 0.0361965382064031 0.03470641453609322 25 TARGET 100 5e-05 0.5 50 7024 0.0 -91 0.03585433071284784 0.03468238133372682 25 TARGET 100 5e-05 0.5 50 7024 0.0 -92 0.035909928381443024 0.03461621904915029 25 TARGET 100 5e-05 0.5 50 7024 0.0 -93 0.03610323239055145 0.03461302004077218 25 TARGET 100 5e-05 0.5 50 7024 0.0 -94 0.035784202505542775 0.034595818343487655 25 TARGET 100 5e-05 0.5 50 7024 0.0 -95 0.035946605137552476 0.034473787541642334 25 TARGET 100 5e-05 0.5 50 7024 0.0 -96 0.03549163155132271 0.0345055591879469 25 TARGET 100 5e-05 0.5 50 7024 0.0 -97 0.035775118987217094 0.03443868277650891 25 TARGET 100 5e-05 0.5 50 7024 0.0 -98 0.035804113834118 0.03432150377017079 25 TARGET 100 5e-05 0.5 50 7024 0.0 -99 0.03544548738384086 0.03430488440349246 25 TARGET 100 5e-05 0.5 50 7024 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00005lr_25bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00005lr_25bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index fee663b46..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00005lr_25bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09488463918568711 0.09507129601005351 25 TARGET 100 5e-05 0.0 50 7886 0.0 -1 0.0878238524576831 0.08438035913489082 25 TARGET 100 5e-05 0.0 50 7886 0.0 -2 0.07603057170355762 0.0723888606510379 25 TARGET 100 5e-05 0.0 50 7886 0.0 -3 0.06568140501426126 0.0634917135943066 25 TARGET 100 5e-05 0.0 50 7886 0.0 -4 0.058295576648178325 0.05715814656154676 25 TARGET 100 5e-05 0.0 50 7886 0.0 -5 0.05309849443785871 0.05278961896670587 25 TARGET 100 5e-05 0.0 50 7886 0.0 -6 0.049476930532943116 0.04976026911401388 25 TARGET 100 5e-05 0.0 50 7886 0.0 -7 0.047049548106914016 0.04766862032314142 25 TARGET 100 5e-05 0.0 50 7886 0.0 -8 0.045384614217261275 0.04623584184005405 25 TARGET 100 5e-05 0.0 50 7886 0.0 -9 0.04425868464740439 0.04521894697664362 25 TARGET 100 5e-05 0.0 50 7886 0.0 -10 0.0434343125608433 0.044481999494812706 25 TARGET 100 5e-05 0.0 50 7886 0.0 -11 0.042744480901294284 0.04381491114018542 25 TARGET 100 5e-05 0.0 50 7886 0.0 -12 0.04215857746575015 0.043220937929370186 25 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7886 0.0 -99 0.02690140585029366 0.02842744549905712 25 TARGET 100 5e-05 0.0 50 7886 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00005lr_50bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00005lr_50bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 34ac60379..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00005lr_50bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09607610420044825 0.0955917498830593 50 TARGET 100 5e-05 0.1 50 7646 0.0 -1 0.09456021461623285 0.09310467518640286 50 TARGET 100 5e-05 0.1 50 7646 0.0 -2 0.09132238976682477 0.08856245920513615 50 TARGET 100 5e-05 0.1 50 7646 0.0 -3 0.08634396160792823 0.08254608963475082 50 TARGET 100 5e-05 0.1 50 7646 0.0 -4 0.08032470713259797 0.07622106395887607 50 TARGET 100 5e-05 0.1 50 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0.038473040141441206 0.036439130252057854 50 TARGET 100 5e-05 0.1 50 7646 0.0 -43 0.03821474298684284 0.03621512403090795 50 TARGET 100 5e-05 0.1 50 7646 0.0 -44 0.03823525088553878 0.03599817317092058 50 TARGET 100 5e-05 0.1 50 7646 0.0 -45 0.03774939076065616 0.035811671817844566 50 TARGET 100 5e-05 0.1 50 7646 0.0 -46 0.037601384525547926 0.03560437578143495 50 TARGET 100 5e-05 0.1 50 7646 0.0 -47 0.03749542896595066 0.03542425765684157 50 TARGET 100 5e-05 0.1 50 7646 0.0 -48 0.037189750533914726 0.03527887018792557 50 TARGET 100 5e-05 0.1 50 7646 0.0 -49 0.037049792870026244 0.03510782630606131 50 TARGET 100 5e-05 0.1 50 7646 0.0 -50 0.03702856731986759 0.03494887392629276 50 TARGET 100 5e-05 0.1 50 7646 0.0 -51 0.03672542642513509 0.03480373932556673 50 TARGET 100 5e-05 0.1 50 7646 0.0 -52 0.03665384133456131 0.034676519645885986 50 TARGET 100 5e-05 0.1 50 7646 0.0 -53 0.0365372884027685 0.03455510690356746 50 TARGET 100 5e-05 0.1 50 7646 0.0 -54 0.03644619005346539 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0.03398924965649743 0.032406356750112594 50 TARGET 100 5e-05 0.1 50 7646 0.0 -80 0.03383180642067784 0.03232533179900863 50 TARGET 100 5e-05 0.1 50 7646 0.0 -81 0.03393980217250911 0.03228551544474833 50 TARGET 100 5e-05 0.1 50 7646 0.0 -82 0.03383920834672571 0.032203088204065956 50 TARGET 100 5e-05 0.1 50 7646 0.0 -83 0.03377141741414865 0.03214122388850559 50 TARGET 100 5e-05 0.1 50 7646 0.0 -84 0.03380811787665091 0.032084672965786674 50 TARGET 100 5e-05 0.1 50 7646 0.0 -85 0.0336006816777617 0.03201778944243084 50 TARGET 100 5e-05 0.1 50 7646 0.0 -86 0.03359587318091481 0.03197122478123867 50 TARGET 100 5e-05 0.1 50 7646 0.0 -87 0.033540938701794205 0.03190558697238113 50 TARGET 100 5e-05 0.1 50 7646 0.0 -88 0.03336899770856506 0.03185207622520851 50 TARGET 100 5e-05 0.1 50 7646 0.0 -89 0.03349793097788236 0.03179178330482858 50 TARGET 100 5e-05 0.1 50 7646 0.0 -90 0.03333799080666067 0.03174483787381288 50 TARGET 100 5e-05 0.1 50 7646 0.0 -91 0.03335077267905277 0.031677618622779846 50 TARGET 100 5e-05 0.1 50 7646 0.0 -92 0.0333225559756812 0.03161876072937792 50 TARGET 100 5e-05 0.1 50 7646 0.0 -93 0.03305600795531112 0.03158862448551438 50 TARGET 100 5e-05 0.1 50 7646 0.0 -94 0.03309800182955233 0.031521100945996514 50 TARGET 100 5e-05 0.1 50 7646 0.0 -95 0.0330110347080311 0.031471038801652015 50 TARGET 100 5e-05 0.1 50 7646 0.0 -96 0.032947568442384 0.031423763005119384 50 TARGET 100 5e-05 0.1 50 7646 0.0 -97 0.032932274821230054 0.03135621011482947 50 TARGET 100 5e-05 0.1 50 7646 0.0 -98 0.03287760238555144 0.03130153227936138 50 TARGET 100 5e-05 0.1 50 7646 0.0 -99 0.032800293217102684 0.03125502502150608 50 TARGET 100 5e-05 0.1 50 7646 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00005lr_50bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00005lr_50bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index e688281ae..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00005lr_50bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.0962615876085429 0.09668294114596916 50 TARGET 100 5e-05 0.5 50 9371 0.0 -1 0.09550875824208212 0.0950534205996629 50 TARGET 100 5e-05 0.5 50 9371 0.0 -2 0.0936674018600573 0.09178096236604633 50 TARGET 100 5e-05 0.5 50 9371 0.0 -3 0.09051174775819586 0.08698010309176012 50 TARGET 100 5e-05 0.5 50 9371 0.0 -4 0.08650944951407435 0.0814271607633793 50 TARGET 100 5e-05 0.5 50 9371 0.0 -5 0.08203969587280292 0.07625094349637176 50 TARGET 100 5e-05 0.5 50 9371 0.0 -6 0.07819285850833964 0.07169316776774147 50 TARGET 100 5e-05 0.5 50 9371 0.0 -7 0.07450972459834031 0.06803986904296008 50 TARGET 100 5e-05 0.5 50 9371 0.0 -8 0.07122376766871122 0.06464247134598819 50 TARGET 100 5e-05 0.5 50 9371 0.0 -9 0.068739157885012 0.061539831486615265 50 TARGET 100 5e-05 0.5 50 9371 0.0 -10 0.06618181325068778 0.05898478582049861 50 TARGET 100 5e-05 0.5 50 9371 0.0 -11 0.06390206993679808 0.05632524892236247 50 TARGET 100 5e-05 0.5 50 9371 0.0 -12 0.062121718557495056 0.05419630974982724 50 TARGET 100 5e-05 0.5 50 9371 0.0 -13 0.06017703702202951 0.052353865721008995 50 TARGET 100 5e-05 0.5 50 9371 0.0 -14 0.05918677915075813 0.0505333487508875 50 TARGET 100 5e-05 0.5 50 9371 0.0 -15 0.05787628076293252 0.04921217036969734 50 TARGET 100 5e-05 0.5 50 9371 0.0 -16 0.056703507549032216 0.04798503220081329 50 TARGET 100 5e-05 0.5 50 9371 0.0 -17 0.0554967743504529 0.04692508946314002 50 TARGET 100 5e-05 0.5 50 9371 0.0 -18 0.05470725794884091 0.04597661282980081 50 TARGET 100 5e-05 0.5 50 9371 0.0 -19 0.05392418016588648 0.04531349975502852 50 TARGET 100 5e-05 0.5 50 9371 0.0 -20 0.05343625591660188 0.04467308442249442 50 TARGET 100 5e-05 0.5 50 9371 0.0 -21 0.05286482187232586 0.04414561119946567 50 TARGET 100 5e-05 0.5 50 9371 0.0 -22 0.05229679160196372 0.04361757094209844 50 TARGET 100 5e-05 0.5 50 9371 0.0 -23 0.05173432707836732 0.04332518498554374 50 TARGET 100 5e-05 0.5 50 9371 0.0 -24 0.051494816048478435 0.04297452047467232 50 TARGET 100 5e-05 0.5 50 9371 0.0 -25 0.051049670612169834 0.042527437774520935 50 TARGET 100 5e-05 0.5 50 9371 0.0 -26 0.05073544316570767 0.04224545587644433 50 TARGET 100 5e-05 0.5 50 9371 0.0 -27 0.05012074963311956 0.04212494363838976 50 TARGET 100 5e-05 0.5 50 9371 0.0 -28 0.04981506111645939 0.041745956422704636 50 TARGET 100 5e-05 0.5 50 9371 0.0 -29 0.04965973813525756 0.04127031316359838 50 TARGET 100 5e-05 0.5 50 9371 0.0 -30 0.04952307236114335 0.041186550124125046 50 TARGET 100 5e-05 0.5 50 9371 0.0 -31 0.04887332337021025 0.04095055050019062 50 TARGET 100 5e-05 0.5 50 9371 0.0 -32 0.04831194947865675 0.04048537587126096 50 TARGET 100 5e-05 0.5 50 9371 0.0 -33 0.048448073731026664 0.040233098534923614 50 TARGET 100 5e-05 0.5 50 9371 0.0 -34 0.04829022917984311 0.04005426845767281 50 TARGET 100 5e-05 0.5 50 9371 0.0 -35 0.04786364307708612 0.03978359563784166 50 TARGET 100 5e-05 0.5 50 9371 0.0 -36 0.04780478687699796 0.0394670543345538 50 TARGET 100 5e-05 0.5 50 9371 0.0 -37 0.04730816372366064 0.03912059387022799 50 TARGET 100 5e-05 0.5 50 9371 0.0 -38 0.046741205496519105 0.0389910325633757 50 TARGET 100 5e-05 0.5 50 9371 0.0 -39 0.0467304221984714 0.038745415820316834 50 TARGET 100 5e-05 0.5 50 9371 0.0 -40 0.046438843074571405 0.03837086576403993 50 TARGET 100 5e-05 0.5 50 9371 0.0 -41 0.04600810300972727 0.03800839987216574 50 TARGET 100 5e-05 0.5 50 9371 0.0 -42 0.04606890006097479 0.037914628332311455 50 TARGET 100 5e-05 0.5 50 9371 0.0 -43 0.0454680702903054 0.03757478567686948 50 TARGET 100 5e-05 0.5 50 9371 0.0 -44 0.045329174208721325 0.03731169145215641 50 TARGET 100 5e-05 0.5 50 9371 0.0 -45 0.04493428307651269 0.03715769822398821 50 TARGET 100 5e-05 0.5 50 9371 0.0 -46 0.0446638553858004 0.03696812960234555 50 TARGET 100 5e-05 0.5 50 9371 0.0 -47 0.04452137430809965 0.0367291456822193 50 TARGET 100 5e-05 0.5 50 9371 0.0 -48 0.04446788183617271 0.03639239050222166 50 TARGET 100 5e-05 0.5 50 9371 0.0 -49 0.04441232597988463 0.036247484160192085 50 TARGET 100 5e-05 0.5 50 9371 0.0 -50 0.044199510217214674 0.03603313321417028 50 TARGET 100 5e-05 0.5 50 9371 0.0 -51 0.043561636385592545 0.03573380896087849 50 TARGET 100 5e-05 0.5 50 9371 0.0 -52 0.043304646569570705 0.035628489698424484 50 TARGET 100 5e-05 0.5 50 9371 0.0 -53 0.04350326927723708 0.03552129548607451 50 TARGET 100 5e-05 0.5 50 9371 0.0 -54 0.043211842237999946 0.03524573406938351 50 TARGET 100 5e-05 0.5 50 9371 0.0 -55 0.04288491136347405 0.035231085776379616 50 TARGET 100 5e-05 0.5 50 9371 0.0 -56 0.04285097088326107 0.03496398821924672 50 TARGET 100 5e-05 0.5 50 9371 0.0 -57 0.04248907833488702 0.03485835162979184 50 TARGET 100 5e-05 0.5 50 9371 0.0 -58 0.0424885320216919 0.034744580473863716 50 TARGET 100 5e-05 0.5 50 9371 0.0 -59 0.042374312062355805 0.03455593538555232 50 TARGET 100 5e-05 0.5 50 9371 0.0 -60 0.042068696922625756 0.03438975628126751 50 TARGET 100 5e-05 0.5 50 9371 0.0 -61 0.04211562972277503 0.03427458148110996 50 TARGET 100 5e-05 0.5 50 9371 0.0 -62 0.041818191231501226 0.0341808737227411 50 TARGET 100 5e-05 0.5 50 9371 0.0 -63 0.04159865729034148 0.034053185898246185 50 TARGET 100 5e-05 0.5 50 9371 0.0 -64 0.04165126839872161 0.03392092657811714 50 TARGET 100 5e-05 0.5 50 9371 0.0 -65 0.0410650897557888 0.03387295195099079 50 TARGET 100 5e-05 0.5 50 9371 0.0 -66 0.04088996837436149 0.033728146756237205 50 TARGET 100 5e-05 0.5 50 9371 0.0 -67 0.040878711437637154 0.033552315876339424 50 TARGET 100 5e-05 0.5 50 9371 0.0 -68 0.04068444271631514 0.03354723954742605 50 TARGET 100 5e-05 0.5 50 9371 0.0 -69 0.04088318398103168 0.03357405305811853 50 TARGET 100 5e-05 0.5 50 9371 0.0 -70 0.04083165368347457 0.033312285714077225 50 TARGET 100 5e-05 0.5 50 9371 0.0 -71 0.04105602762966044 0.03331733291799372 50 TARGET 100 5e-05 0.5 50 9371 0.0 -72 0.04059847187163051 0.033343174918131394 50 TARGET 100 5e-05 0.5 50 9371 0.0 -73 0.04060139764188115 0.03310119473572933 50 TARGET 100 5e-05 0.5 50 9371 0.0 -74 0.04037886997214472 0.033089379356666046 50 TARGET 100 5e-05 0.5 50 9371 0.0 -75 0.040315846978413936 0.03300384973937815 50 TARGET 100 5e-05 0.5 50 9371 0.0 -76 0.04022944402514082 0.03280502490021966 50 TARGET 100 5e-05 0.5 50 9371 0.0 -77 0.039953110156336215 0.03278722501162327 50 TARGET 100 5e-05 0.5 50 9371 0.0 -78 0.039939901443442914 0.03273503279144114 50 TARGET 100 5e-05 0.5 50 9371 0.0 -79 0.0398903430035018 0.032716442915526306 50 TARGET 100 5e-05 0.5 50 9371 0.0 -80 0.03968621279906343 0.03254583590861523 50 TARGET 100 5e-05 0.5 50 9371 0.0 -81 0.03928292082365514 0.032599071210080925 50 TARGET 100 5e-05 0.5 50 9371 0.0 -82 0.039262233333354844 0.03245281890937776 50 TARGET 100 5e-05 0.5 50 9371 0.0 -83 0.03933622324306154 0.032349041465556984 50 TARGET 100 5e-05 0.5 50 9371 0.0 -84 0.03922670872675048 0.03240881848967436 50 TARGET 100 5e-05 0.5 50 9371 0.0 -85 0.03928956075850561 0.0323104847109679 50 TARGET 100 5e-05 0.5 50 9371 0.0 -86 0.03918812252104483 0.03223433763240323 50 TARGET 100 5e-05 0.5 50 9371 0.0 -87 0.03917652999461701 0.03214834528890523 50 TARGET 100 5e-05 0.5 50 9371 0.0 -88 0.039025940803767055 0.03216978546344873 50 TARGET 100 5e-05 0.5 50 9371 0.0 -89 0.03907375515560911 0.03222609988667748 50 TARGET 100 5e-05 0.5 50 9371 0.0 -90 0.03895013117127948 0.032098762691020966 50 TARGET 100 5e-05 0.5 50 9371 0.0 -91 0.038834366169742465 0.031997775941184074 50 TARGET 100 5e-05 0.5 50 9371 0.0 -92 0.038890637670602864 0.0318862134308526 50 TARGET 100 5e-05 0.5 50 9371 0.0 -93 0.038509119138974535 0.03192876437396714 50 TARGET 100 5e-05 0.5 50 9371 0.0 -94 0.038473357016891745 0.03184394628712625 50 TARGET 100 5e-05 0.5 50 9371 0.0 -95 0.038702847254196 0.03182652931321751 50 TARGET 100 5e-05 0.5 50 9371 0.0 -96 0.038365856527981135 0.031751230246189865 50 TARGET 100 5e-05 0.5 50 9371 0.0 -97 0.03853411786885374 0.031743709788177955 50 TARGET 100 5e-05 0.5 50 9371 0.0 -98 0.03795441655247701 0.031674253048770355 50 TARGET 100 5e-05 0.5 50 9371 0.0 -99 0.03820221582647124 0.03165976234683485 50 TARGET 100 5e-05 0.5 50 9371 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00005lr_50bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00005lr_50bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index 63a4d1f90..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.00005lr_50bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09606322164487358 0.09519354886177814 50 TARGET 100 5e-05 0.0 50 6594 0.0 -1 0.09431007170817668 0.09230522269552405 50 TARGET 100 5e-05 0.0 50 6594 0.0 -2 0.09042057287111026 0.08708361287911733 50 TARGET 100 5e-05 0.0 50 6594 0.0 -3 0.08453634842879042 0.08034817535768855 50 TARGET 100 5e-05 0.0 50 6594 0.0 -4 0.07786852367197222 0.07351753996177153 50 TARGET 100 5e-05 0.0 50 6594 0.0 -5 0.07150751841489715 0.06742985095038559 50 TARGET 100 5e-05 0.0 50 6594 0.0 -6 0.06606691098624608 0.062367961036436485 50 TARGET 100 5e-05 0.0 50 6594 0.0 -7 0.06160399080677466 0.058286592702973976 50 TARGET 100 5e-05 0.0 50 6594 0.0 -8 0.057957263719854935 0.0550208395403443 50 TARGET 100 5e-05 0.0 50 6594 0.0 -9 0.05499650215610912 0.05234897204420783 50 TARGET 100 5e-05 0.0 50 6594 0.0 -10 0.052568969953341114 0.05011981680537715 50 TARGET 100 5e-05 0.0 50 6594 0.0 -11 0.05058411599108667 0.048344016865347374 50 TARGET 100 5e-05 0.0 50 6594 0.0 -12 0.04899440278057699 0.04693796971079075 50 TARGET 100 5e-05 0.0 50 6594 0.0 -13 0.0477240753770878 0.04582288737098376 50 TARGET 100 5e-05 0.0 50 6594 0.0 -14 0.04673815385661141 0.04491062247843453 50 TARGET 100 5e-05 0.0 50 6594 0.0 -15 0.045924491051471596 0.04419494555755095 50 TARGET 100 5e-05 0.0 50 6594 0.0 -16 0.04528832392961489 0.04356913686250195 50 TARGET 100 5e-05 0.0 50 6594 0.0 -17 0.04470934106745704 0.0430786759790146 50 TARGET 100 5e-05 0.0 50 6594 0.0 -18 0.04422166153337016 0.04263204968336857 50 TARGET 100 5e-05 0.0 50 6594 0.0 -19 0.043803685630110376 0.042223901798327766 50 TARGET 100 5e-05 0.0 50 6594 0.0 -20 0.04341362540920576 0.041872210800647736 50 TARGET 100 5e-05 0.0 50 6594 0.0 -21 0.04307654925217532 0.04154621516213273 50 TARGET 100 5e-05 0.0 50 6594 0.0 -22 0.04273455184868691 0.04124665305469975 50 TARGET 100 5e-05 0.0 50 6594 0.0 -23 0.04241650567863525 0.040938234464688736 50 TARGET 100 5e-05 0.0 50 6594 0.0 -24 0.042113433444640455 0.0406636938904271 50 TARGET 100 5e-05 0.0 50 6594 0.0 -25 0.041821859049475954 0.04035842847643477 50 TARGET 100 5e-05 0.0 50 6594 0.0 -26 0.04151645751814248 0.040107760578393936 50 TARGET 100 5e-05 0.0 50 6594 0.0 -27 0.041216481063101024 0.039811770911469604 50 TARGET 100 5e-05 0.0 50 6594 0.0 -28 0.04091705459637272 0.039541323189482544 50 TARGET 100 5e-05 0.0 50 6594 0.0 -29 0.040609920441301586 0.03925342553041198 50 TARGET 100 5e-05 0.0 50 6594 0.0 -30 0.040292773797154825 0.03898011723702604 50 TARGET 100 5e-05 0.0 50 6594 0.0 -31 0.039979278715170596 0.03868693892251362 50 TARGET 100 5e-05 0.0 50 6594 0.0 -32 0.0396556523989146 0.038398402093937904 50 TARGET 100 5e-05 0.0 50 6594 0.0 -33 0.039333286660688895 0.03809734749974626 50 TARGET 100 5e-05 0.0 50 6594 0.0 -34 0.03900749284008938 0.037813315111579315 50 TARGET 100 5e-05 0.0 50 6594 0.0 -35 0.03869432701356082 0.037552297905539024 50 TARGET 100 5e-05 0.0 50 6594 0.0 -36 0.038377213608536256 0.03725991002989538 50 TARGET 100 5e-05 0.0 50 6594 0.0 -37 0.03807251066320673 0.03698334007552176 50 TARGET 100 5e-05 0.0 50 6594 0.0 -38 0.03777583221895526 0.03671983302091107 50 TARGET 100 5e-05 0.0 50 6594 0.0 -39 0.037492231023733065 0.03648223016749729 50 TARGET 100 5e-05 0.0 50 6594 0.0 -40 0.03721751420686542 0.03623799787777843 50 TARGET 100 5e-05 0.0 50 6594 0.0 -41 0.03696106114622318 0.036025047189358506 50 TARGET 100 5e-05 0.0 50 6594 0.0 -42 0.03670517298759836 0.035791053690693596 50 TARGET 100 5e-05 0.0 50 6594 0.0 -43 0.03647620036495655 0.035590564888535126 50 TARGET 100 5e-05 0.0 50 6594 0.0 -44 0.03624434887058406 0.03540422891577085 50 TARGET 100 5e-05 0.0 50 6594 0.0 -45 0.036031310945147214 0.03522186116738753 50 TARGET 100 5e-05 0.0 50 6594 0.0 -46 0.03583503517036887 0.03505589508197524 50 TARGET 100 5e-05 0.0 50 6594 0.0 -47 0.03564057130404193 0.0348935147578066 50 TARGET 100 5e-05 0.0 50 6594 0.0 -48 0.03546114011294513 0.03472910471486323 50 TARGET 100 5e-05 0.0 50 6594 0.0 -49 0.03529330702994006 0.03460135514085943 50 TARGET 100 5e-05 0.0 50 6594 0.0 -50 0.035123409069949124 0.03446176467519818 50 TARGET 100 5e-05 0.0 50 6594 0.0 -51 0.03496932634701231 0.03433353182944385 50 TARGET 100 5e-05 0.0 50 6594 0.0 -52 0.03482608349134625 0.03419903394850818 50 TARGET 100 5e-05 0.0 50 6594 0.0 -53 0.03467722885586597 0.0340836238906239 50 TARGET 100 5e-05 0.0 50 6594 0.0 -54 0.03453750811166033 0.0339715988798575 50 TARGET 100 5e-05 0.0 50 6594 0.0 -55 0.03440532339141024 0.03385308610670494 50 TARGET 100 5e-05 0.0 50 6594 0.0 -56 0.03427547363169266 0.033745834321686714 50 TARGET 100 5e-05 0.0 50 6594 0.0 -57 0.034151918533875884 0.03365280298572598 50 TARGET 100 5e-05 0.0 50 6594 0.0 -58 0.03403367712993413 0.033533131082852684 50 TARGET 100 5e-05 0.0 50 6594 0.0 -59 0.03391133066931558 0.03344227373600006 50 TARGET 100 5e-05 0.0 50 6594 0.0 -60 0.0338033414022489 0.033359349338394226 50 TARGET 100 5e-05 0.0 50 6594 0.0 -61 0.03368305225514804 0.03324207257140766 50 TARGET 100 5e-05 0.0 50 6594 0.0 -62 0.03357646113844833 0.03316295079209588 50 TARGET 100 5e-05 0.0 50 6594 0.0 -63 0.03346309399464315 0.03306643563238057 50 TARGET 100 5e-05 0.0 50 6594 0.0 -64 0.03336070706246277 0.03296952536611846 50 TARGET 100 5e-05 0.0 50 6594 0.0 -65 0.03325639212322155 0.032889037082592644 50 TARGET 100 5e-05 0.0 50 6594 0.0 -66 0.03315411327463208 0.03279993965318709 50 TARGET 100 5e-05 0.0 50 6594 0.0 -67 0.03304862063566242 0.03271047782265779 50 TARGET 100 5e-05 0.0 50 6594 0.0 -68 0.03294770896861248 0.03263161252393867 50 TARGET 100 5e-05 0.0 50 6594 0.0 -69 0.032849774197346034 0.032547528770836914 50 TARGET 100 5e-05 0.0 50 6594 0.0 -70 0.03275225679029519 0.0324619384200284 50 TARGET 100 5e-05 0.0 50 6594 0.0 -71 0.0326582993935756 0.032377621779839195 50 TARGET 100 5e-05 0.0 50 6594 0.0 -72 0.03256123428944787 0.0323117117990147 50 TARGET 100 5e-05 0.0 50 6594 0.0 -73 0.03246579844165932 0.032217043367299164 50 TARGET 100 5e-05 0.0 50 6594 0.0 -74 0.03237374582224422 0.032146094874902206 50 TARGET 100 5e-05 0.0 50 6594 0.0 -75 0.03228115864875742 0.032073136644833015 50 TARGET 100 5e-05 0.0 50 6594 0.0 -76 0.03219010897908949 0.031999338192470146 50 TARGET 100 5e-05 0.0 50 6594 0.0 -77 0.03209701896039926 0.031923755438941895 50 TARGET 100 5e-05 0.0 50 6594 0.0 -78 0.03200819724637651 0.0318561890585856 50 TARGET 100 5e-05 0.0 50 6594 0.0 -79 0.03191583988692624 0.03177973086183721 50 TARGET 100 5e-05 0.0 50 6594 0.0 -80 0.03182843319996439 0.03170644570932244 50 TARGET 100 5e-05 0.0 50 6594 0.0 -81 0.03174196638994747 0.031635196710174736 50 TARGET 100 5e-05 0.0 50 6594 0.0 -82 0.03165210532620298 0.03155980349490137 50 TARGET 100 5e-05 0.0 50 6594 0.0 -83 0.03156951676916193 0.031497868850375664 50 TARGET 100 5e-05 0.0 50 6594 0.0 -84 0.0314774212524646 0.031434634305310974 50 TARGET 100 5e-05 0.0 50 6594 0.0 -85 0.03139270438188656 0.03136718397339185 50 TARGET 100 5e-05 0.0 50 6594 0.0 -86 0.03130927458029203 0.03130345802867052 50 TARGET 100 5e-05 0.0 50 6594 0.0 -87 0.0312261562230009 0.031234276057644325 50 TARGET 100 5e-05 0.0 50 6594 0.0 -88 0.031145188211140408 0.03116986849768595 50 TARGET 100 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.0005lr_10bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.0005lr_10bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 7aa4e06f8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.0005lr_10bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.058893834375572524 0.041277054132837235 10 TARGET 100 0.0005 0.1 50 4655 0.0 -1 0.04111001511364674 0.03635052913291888 10 TARGET 100 0.0005 0.1 50 4655 0.0 -2 0.03655269977821646 0.03220093673603101 10 TARGET 100 0.0005 0.1 50 4655 0.0 -3 0.03428826234005517 0.03097243420779705 10 TARGET 100 0.0005 0.1 50 4655 0.0 -4 0.033081091219176746 0.030121984694040184 10 TARGET 100 0.0005 0.1 50 4655 0.0 -5 0.03190323431358394 0.02926355628578952 10 TARGET 100 0.0005 0.1 50 4655 0.0 -6 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0.034455647974303276 10 TARGET 100 0.0005 0.5 50 6194 0.0 -8 0.03727555049815363 0.03493016241400531 10 TARGET 100 0.0005 0.5 50 6194 0.0 -9 0.03714736594947099 0.03366740064864809 10 TARGET 100 0.0005 0.5 50 6194 0.0 -10 0.03637192932017123 0.0339159265612111 10 TARGET 100 0.0005 0.5 50 6194 0.0 -11 0.0363342018377801 0.03322318817178408 10 TARGET 100 0.0005 0.5 50 6194 0.0 -12 0.03571897599005739 0.03230892629785971 10 TARGET 100 0.0005 0.5 50 6194 0.0 -13 0.03548770914675812 0.032168214350487244 10 TARGET 100 0.0005 0.5 50 6194 0.0 -14 0.035331802053834856 0.032085203368103866 10 TARGET 100 0.0005 0.5 50 6194 0.0 -15 0.03477857310814087 0.031073019698713764 10 TARGET 100 0.0005 0.5 50 6194 0.0 -16 0.035072994703796975 0.03045441063516068 10 TARGET 100 0.0005 0.5 50 6194 0.0 -17 0.034242393160458365 0.029729520337599697 10 TARGET 100 0.0005 0.5 50 6194 0.0 -18 0.03396703898028693 0.029556329503203884 10 TARGET 100 0.0005 0.5 50 6194 0.0 -19 0.033409023908302436 0.02989951938842282 10 TARGET 100 0.0005 0.5 50 6194 0.0 -20 0.03344324831960579 0.029009083342371567 10 TARGET 100 0.0005 0.5 50 6194 0.0 -21 0.033635411662385116 0.02905416285449808 10 TARGET 100 0.0005 0.5 50 6194 0.0 -22 0.033190101792766186 0.028850654760996502 10 TARGET 100 0.0005 0.5 50 6194 0.0 -23 0.03343558846424124 0.028928853345639778 10 TARGET 100 0.0005 0.5 50 6194 0.0 -24 0.0332466024491522 0.028879470333005443 10 TARGET 100 0.0005 0.5 50 6194 0.0 -25 0.03304580612866967 0.028794207977074566 10 TARGET 100 0.0005 0.5 50 6194 0.0 -26 0.03304729918613779 0.02875739499700792 10 TARGET 100 0.0005 0.5 50 6194 0.0 -27 0.03307659017166706 0.02887937765229832 10 TARGET 100 0.0005 0.5 50 6194 0.0 -28 0.033106840776925536 0.028415341833324143 10 TARGET 100 0.0005 0.5 50 6194 0.0 -29 0.032571942322834176 0.028616945231051155 10 TARGET 100 0.0005 0.5 50 6194 0.0 -30 0.03250057498613993 0.028454598039388657 10 TARGET 100 0.0005 0.5 50 6194 0.0 -31 0.03292344200114409 0.02852764612797535 10 TARGET 100 0.0005 0.5 50 6194 0.0 -32 0.03273918207496505 0.028150575969255333 10 TARGET 100 0.0005 0.5 50 6194 0.0 -33 0.032634214457337704 0.028201328026074352 10 TARGET 100 0.0005 0.5 50 6194 0.0 -34 0.03245205644154388 0.028461100702936 10 TARGET 100 0.0005 0.5 50 6194 0.0 -35 0.0321917331241297 0.02824323545351173 10 TARGET 100 0.0005 0.5 50 6194 0.0 -36 0.032728380564387 0.0284840858005213 10 TARGET 100 0.0005 0.5 50 6194 0.0 -37 0.032089810373154955 0.028163717890327625 10 TARGET 100 0.0005 0.5 50 6194 0.0 -38 0.03237458490939052 0.028190909574429195 10 TARGET 100 0.0005 0.5 50 6194 0.0 -39 0.032419422196117716 0.02824236187293674 10 TARGET 100 0.0005 0.5 50 6194 0.0 -40 0.032171860713549334 0.027850534258918327 10 TARGET 100 0.0005 0.5 50 6194 0.0 -41 0.032469607870837656 0.027959264306859535 10 TARGET 100 0.0005 0.5 50 6194 0.0 -42 0.032251341713699026 0.028273316777565262 10 TARGET 100 0.0005 0.5 50 6194 0.0 -43 0.032148180811694176 0.027777115673278317 10 TARGET 100 0.0005 0.5 50 6194 0.0 -44 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.0005lr_10bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.05880926064018047 0.0421955691594066 10 TARGET 100 0.0005 0.0 50 6939 0.0 -1 0.039573632030173986 0.03667251054536213 10 TARGET 100 0.0005 0.0 50 6939 0.0 -2 0.03455388051166077 0.033294682362765976 10 TARGET 100 0.0005 0.0 50 6939 0.0 -3 0.03209628686559722 0.03176677147998954 10 TARGET 100 0.0005 0.0 50 6939 0.0 -4 0.030842378077031385 0.030784983357245273 10 TARGET 100 0.0005 0.0 50 6939 0.0 -5 0.029933568642095284 0.030245046667528874 10 TARGET 100 0.0005 0.0 50 6939 0.0 -6 0.029074673318250813 0.029104662268902317 10 TARGET 100 0.0005 0.0 50 6939 0.0 -7 0.028256969883887456 0.028295184739611366 10 TARGET 100 0.0005 0.0 50 6939 0.0 -8 0.027476670841375988 0.027490265667438507 10 TARGET 100 0.0005 0.0 50 6939 0.0 -9 0.026834124003094855 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0.022768622602928768 10 TARGET 100 0.0005 0.0 50 6939 0.0 -82 0.02087657300360275 0.022649389719872765 10 TARGET 100 0.0005 0.0 50 6939 0.0 -83 0.02087210482519484 0.022733102524370857 10 TARGET 100 0.0005 0.0 50 6939 0.0 -84 0.020849412545461445 0.02266194276285894 10 TARGET 100 0.0005 0.0 50 6939 0.0 -85 0.020819475679887265 0.022635924037207256 10 TARGET 100 0.0005 0.0 50 6939 0.0 -86 0.020805702375417404 0.02262149547988718 10 TARGET 100 0.0005 0.0 50 6939 0.0 -87 0.020790838407546985 0.022595333048340046 10 TARGET 100 0.0005 0.0 50 6939 0.0 -88 0.020780343537278447 0.022649455025340572 10 TARGET 100 0.0005 0.0 50 6939 0.0 -89 0.020756963013298182 0.022607628425413914 10 TARGET 100 0.0005 0.0 50 6939 0.0 -90 0.02076602029153193 0.02268371753620379 10 TARGET 100 0.0005 0.0 50 6939 0.0 -91 0.02075163858255955 0.022583509880033405 10 TARGET 100 0.0005 0.0 50 6939 0.0 -92 0.020740338447519425 0.022622548777497177 10 TARGET 100 0.0005 0.0 50 6939 0.0 -93 0.020722336665749148 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0.03101098585422292 25 TARGET 100 0.0005 0.1 50 2666 0.0 -12 0.03033416949977678 0.030432178046215664 25 TARGET 100 0.0005 0.1 50 2666 0.0 -13 0.029866506273447464 0.029635035573984638 25 TARGET 100 0.0005 0.1 50 2666 0.0 -14 0.029320875311314255 0.028937050959829128 25 TARGET 100 0.0005 0.1 50 2666 0.0 -15 0.02874549259729558 0.028307759457013824 25 TARGET 100 0.0005 0.1 50 2666 0.0 -16 0.028128615680843693 0.027866235990641697 25 TARGET 100 0.0005 0.1 50 2666 0.0 -17 0.027890038353576 0.0276141357749249 25 TARGET 100 0.0005 0.1 50 2666 0.0 -18 0.027661931155381177 0.02736808122559027 25 TARGET 100 0.0005 0.1 50 2666 0.0 -19 0.027494634755633095 0.02720675975874518 25 TARGET 100 0.0005 0.1 50 2666 0.0 -20 0.0273542112078179 0.02708013891947992 25 TARGET 100 0.0005 0.1 50 2666 0.0 -21 0.027121044281456206 0.02691080624406988 25 TARGET 100 0.0005 0.1 50 2666 0.0 -22 0.02672452692833011 0.02680810975531737 25 TARGET 100 0.0005 0.1 50 2666 0.0 -23 0.026476567723985874 0.02667849344398939 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0.02297839973598518 0.0244882098314437 25 TARGET 100 0.0005 0.1 50 2666 0.0 -97 0.022782835911846523 0.024493689733472736 25 TARGET 100 0.0005 0.1 50 2666 0.0 -98 0.02292260172014887 0.024523274493262623 25 TARGET 100 0.0005 0.1 50 2666 0.0 -99 0.022868336993661594 0.024497310630977154 25 TARGET 100 0.0005 0.1 50 2666 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.0005lr_25bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.0005lr_25bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 1af054178..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.0005lr_25bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08364011618224057 0.057453160992625985 25 TARGET 100 0.0005 0.5 50 7147 0.0 -1 0.058287561497955206 0.04370841970949462 25 TARGET 100 0.0005 0.5 50 7147 0.0 -2 0.05109444622464654 0.04160193754642299 25 TARGET 100 0.0005 0.5 50 7147 0.0 -3 0.04755626561164053 0.04008587856184353 25 TARGET 100 0.0005 0.5 50 7147 0.0 -4 0.04539721366958787 0.038280159404331986 25 TARGET 100 0.0005 0.5 50 7147 0.0 -5 0.042879840503337006 0.03636232786106341 25 TARGET 100 0.0005 0.5 50 7147 0.0 -6 0.04162443815558045 0.035073572543985916 25 TARGET 100 0.0005 0.5 50 7147 0.0 -7 0.040405534170191694 0.034163653060342324 25 TARGET 100 0.0005 0.5 50 7147 0.0 -8 0.039427590133114296 0.033568809486248276 25 TARGET 100 0.0005 0.5 50 7147 0.0 -9 0.03890026977241842 0.03317244204156326 25 TARGET 100 0.0005 0.5 50 7147 0.0 -10 0.03814480764170488 0.03270670870375453 25 TARGET 100 0.0005 0.5 50 7147 0.0 -11 0.03774835656613412 0.032299595179431366 25 TARGET 100 0.0005 0.5 50 7147 0.0 -12 0.03687530005294265 0.032083076989334644 25 TARGET 100 0.0005 0.5 50 7147 0.0 -13 0.036533765645340235 0.03193283346340512 25 TARGET 100 0.0005 0.5 50 7147 0.0 -14 0.036255918737965 0.031483692681473316 25 TARGET 100 0.0005 0.5 50 7147 0.0 -15 0.03577763404734809 0.031368348324163395 25 TARGET 100 0.0005 0.5 50 7147 0.0 -16 0.03605155939054409 0.03115214125225038 25 TARGET 100 0.0005 0.5 50 7147 0.0 -17 0.035257411493546637 0.030941899865865707 25 TARGET 100 0.0005 0.5 50 7147 0.0 -18 0.03516607917845249 0.030769097788090057 25 TARGET 100 0.0005 0.5 50 7147 0.0 -19 0.034564030002363605 0.030601453092513664 25 TARGET 100 0.0005 0.5 50 7147 0.0 -20 0.03463898002725057 0.030442971877302185 25 TARGET 100 0.0005 0.5 50 7147 0.0 -21 0.03466353915405996 0.030339450547189423 25 TARGET 100 0.0005 0.5 50 7147 0.0 -22 0.0345905022288011 0.030360978717605274 25 TARGET 100 0.0005 0.5 50 7147 0.0 -23 0.03433480838420315 0.030117958784103394 25 TARGET 100 0.0005 0.5 50 7147 0.0 -24 0.0337741509337066 0.029973790529325153 25 TARGET 100 0.0005 0.5 50 7147 0.0 -25 0.03372684475159906 0.02989172021096403 25 TARGET 100 0.0005 0.5 50 7147 0.0 -26 0.03425056373807116 0.029864744904140633 25 TARGET 100 0.0005 0.5 50 7147 0.0 -27 0.033418576477678735 0.029786661888162296 25 TARGET 100 0.0005 0.5 50 7147 0.0 -28 0.033174282033937144 0.02956159443904956 25 TARGET 100 0.0005 0.5 50 7147 0.0 -29 0.03335864047648429 0.02953016757965088 25 TARGET 100 0.0005 0.5 50 7147 0.0 -30 0.03283476795662533 0.029674236578020183 25 TARGET 100 0.0005 0.5 50 7147 0.0 -31 0.03314123106712745 0.029773172329772602 25 TARGET 100 0.0005 0.5 50 7147 0.0 -32 0.03310487315572974 0.029267735525288364 25 TARGET 100 0.0005 0.5 50 7147 0.0 -33 0.032536507361515206 0.029217986926210648 25 TARGET 100 0.0005 0.5 50 7147 0.0 -34 0.03235646613531743 0.02921082443473014 25 TARGET 100 0.0005 0.5 50 7147 0.0 -35 0.032394668278644984 0.029127720630530155 25 TARGET 100 0.0005 0.5 50 7147 0.0 -36 0.03234064816387514 0.029254607461167103 25 TARGET 100 0.0005 0.5 50 7147 0.0 -37 0.03241526951655896 0.0289708570097432 25 TARGET 100 0.0005 0.5 50 7147 0.0 -38 0.0320518513489201 0.02916259504854679 25 TARGET 100 0.0005 0.5 50 7147 0.0 -39 0.03201870999991994 0.029018309108461395 25 TARGET 100 0.0005 0.5 50 7147 0.0 -40 0.03173952212287521 0.028947081021738773 25 TARGET 100 0.0005 0.5 50 7147 0.0 -41 0.032105051837108954 0.028657580754070572 25 TARGET 100 0.0005 0.5 50 7147 0.0 -42 0.03203584420924335 0.02891218334887967 25 TARGET 100 0.0005 0.5 50 7147 0.0 -43 0.03166335400331904 0.02891995424799847 25 TARGET 100 0.0005 0.5 50 7147 0.0 -44 0.031178026065004593 0.02865060760329167 25 TARGET 100 0.0005 0.5 50 7147 0.0 -45 0.031122439716525552 0.02875190792661725 25 TARGET 100 0.0005 0.5 50 7147 0.0 -46 0.03157982632818848 0.028948690685810463 25 TARGET 100 0.0005 0.5 50 7147 0.0 -47 0.03168337301724286 0.02849312135103074 25 TARGET 100 0.0005 0.5 50 7147 0.0 -48 0.03184954459882445 0.02849281390169353 25 TARGET 100 0.0005 0.5 50 7147 0.0 -49 0.031636081287881944 0.028480654892822106 25 TARGET 100 0.0005 0.5 50 7147 0.0 -50 0.031238901698554204 0.028515550082154346 25 TARGET 100 0.0005 0.5 50 7147 0.0 -51 0.030873823500166236 0.028460806433224316 25 TARGET 100 0.0005 0.5 50 7147 0.0 -52 0.03098908008737897 0.02823531260770379 25 TARGET 100 0.0005 0.5 50 7147 0.0 -53 0.030796810874859692 0.028331071589932297 25 TARGET 100 0.0005 0.5 50 7147 0.0 -54 0.03110692521826888 0.0284423790872097 25 TARGET 100 0.0005 0.5 50 7147 0.0 -55 0.0310966542417102 0.028320802545005627 25 TARGET 100 0.0005 0.5 50 7147 0.0 -56 0.03119983489277086 0.028417715633457356 25 TARGET 100 0.0005 0.5 50 7147 0.0 -57 0.031212570387180203 0.02818050260909579 25 TARGET 100 0.0005 0.5 50 7147 0.0 -58 0.03104041822518062 0.028287104048737972 25 TARGET 100 0.0005 0.5 50 7147 0.0 -59 0.031005329292530966 0.02825208090132836 25 TARGET 100 0.0005 0.5 50 7147 0.0 -60 0.030465752400633463 0.02801030640010581 25 TARGET 100 0.0005 0.5 50 7147 0.0 -61 0.03088243233874089 0.028218667220437164 25 TARGET 100 0.0005 0.5 50 7147 0.0 -62 0.030591779172119467 0.027925477730053844 25 TARGET 100 0.0005 0.5 50 7147 0.0 -63 0.03093716956562165 0.028097047301178627 25 TARGET 100 0.0005 0.5 50 7147 0.0 -64 0.030857244876498727 0.02821913228906465 25 TARGET 100 0.0005 0.5 50 7147 0.0 -65 0.03008237534111698 0.027933928325320736 25 TARGET 100 0.0005 0.5 50 7147 0.0 -66 0.03055799767525509 0.027974085995193684 25 TARGET 100 0.0005 0.5 50 7147 0.0 -67 0.030574942716344037 0.028158752417022533 25 TARGET 100 0.0005 0.5 50 7147 0.0 -68 0.03066091001447704 0.027808951834837597 25 TARGET 100 0.0005 0.5 50 7147 0.0 -69 0.03048031884386684 0.02814722055512847 25 TARGET 100 0.0005 0.5 50 7147 0.0 -70 0.030633208266638144 0.02794862524465178 25 TARGET 100 0.0005 0.5 50 7147 0.0 -71 0.030363643949581718 0.027829658945627285 25 TARGET 100 0.0005 0.5 50 7147 0.0 -72 0.030226548625664276 0.027866028418595142 25 TARGET 100 0.0005 0.5 50 7147 0.0 -73 0.03070491654265308 0.027949340133504433 25 TARGET 100 0.0005 0.5 50 7147 0.0 -74 0.030406885382151763 0.02767472502521493 25 TARGET 100 0.0005 0.5 50 7147 0.0 -75 0.03051891625366528 0.027934562414884567 25 TARGET 100 0.0005 0.5 50 7147 0.0 -76 0.03047985608316331 0.02765827981585806 25 TARGET 100 0.0005 0.5 50 7147 0.0 -77 0.029972637103563207 0.027800953495457317 25 TARGET 100 0.0005 0.5 50 7147 0.0 -78 0.0300766677354221 0.027636557083689804 25 TARGET 100 0.0005 0.5 50 7147 0.0 -79 0.030212979735524365 0.027693096322543694 25 TARGET 100 0.0005 0.5 50 7147 0.0 -80 0.030195971163811307 0.027604649605398827 25 TARGET 100 0.0005 0.5 50 7147 0.0 -81 0.030360628264369787 0.02766148926633777 25 TARGET 100 0.0005 0.5 50 7147 0.0 -82 0.03028306923179514 0.02773808357729153 25 TARGET 100 0.0005 0.5 50 7147 0.0 -83 0.030088758074148535 0.027629197010713997 25 TARGET 100 0.0005 0.5 50 7147 0.0 -84 0.030508427755273754 0.02767274249345064 25 TARGET 100 0.0005 0.5 50 7147 0.0 -85 0.030079585220978318 0.027522939765317875 25 TARGET 100 0.0005 0.5 50 7147 0.0 -86 0.02994347807421327 0.0276850305046096 25 TARGET 100 0.0005 0.5 50 7147 0.0 -87 0.030156850115543463 0.02773746723930041 25 TARGET 100 0.0005 0.5 50 7147 0.0 -88 0.030392380327814154 0.02767574487987793 25 TARGET 100 0.0005 0.5 50 7147 0.0 -89 0.03051034047860991 0.0276259235811956 25 TARGET 100 0.0005 0.5 50 7147 0.0 -90 0.0300960657578777 0.027589577645289177 25 TARGET 100 0.0005 0.5 50 7147 0.0 -91 0.0300713987513022 0.027489374448178394 25 TARGET 100 0.0005 0.5 50 7147 0.0 -92 0.03003850593999881 0.027690163615978126 25 TARGET 100 0.0005 0.5 50 7147 0.0 -93 0.030288832095962785 0.027370416474613277 25 TARGET 100 0.0005 0.5 50 7147 0.0 -94 0.029838879900021785 0.027688768692314625 25 TARGET 100 0.0005 0.5 50 7147 0.0 -95 0.029744263333879938 0.0274050525587165 25 TARGET 100 0.0005 0.5 50 7147 0.0 -96 0.02990035197198993 0.02771873027086258 25 TARGET 100 0.0005 0.5 50 7147 0.0 -97 0.030032883103472817 0.027556956463465183 25 TARGET 100 0.0005 0.5 50 7147 0.0 -98 0.030384808957501494 0.027549566616388885 25 TARGET 100 0.0005 0.5 50 7147 0.0 -99 0.03035532472724164 0.027525405004394776 25 TARGET 100 0.0005 0.5 50 7147 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.0005lr_25bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.0005lr_25bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index 36cd1a172..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.0005lr_25bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07152875829550755 0.0483389227001956 25 TARGET 100 0.0005 0.0 50 5639 0.0 -1 0.044315305773657984 0.04009477551462072 25 TARGET 100 0.0005 0.0 50 5639 0.0 -2 0.03969772974725323 0.03690891007356571 25 TARGET 100 0.0005 0.0 50 5639 0.0 -3 0.03632238201847181 0.03433648355756745 25 TARGET 100 0.0005 0.0 50 5639 0.0 -4 0.03419068774603533 0.03281291856458693 25 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0.024313795747178974 50 TARGET 100 0.0005 0.1 50 2755 0.0 -79 0.023751959279932157 0.024285885646487728 50 TARGET 100 0.0005 0.1 50 2755 0.0 -80 0.023669422550835595 0.024236015580368763 50 TARGET 100 0.0005 0.1 50 2755 0.0 -81 0.02393540322329059 0.024328223514285954 50 TARGET 100 0.0005 0.1 50 2755 0.0 -82 0.02358457464285772 0.024272552155184025 50 TARGET 100 0.0005 0.1 50 2755 0.0 -83 0.02366798287665202 0.02418389357626438 50 TARGET 100 0.0005 0.1 50 2755 0.0 -84 0.02358381644593746 0.024110941780787525 50 TARGET 100 0.0005 0.1 50 2755 0.0 -85 0.02329397453026539 0.024177590554410763 50 TARGET 100 0.0005 0.1 50 2755 0.0 -86 0.023462605584249754 0.02409938299520449 50 TARGET 100 0.0005 0.1 50 2755 0.0 -87 0.023271552315264038 0.024125416565573578 50 TARGET 100 0.0005 0.1 50 2755 0.0 -88 0.02321519441777207 0.024088739332827656 50 TARGET 100 0.0005 0.1 50 2755 0.0 -89 0.0233805339959033 0.024059971738042252 50 TARGET 100 0.0005 0.1 50 2755 0.0 -90 0.023350704059958056 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.0005lr_50bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 23cd3f878..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.0005lr_50bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.0931042402430817 0.07654262040600632 50 TARGET 100 0.0005 0.5 50 8619 0.0 -1 0.07516924570305179 0.05563280776594624 50 TARGET 100 0.0005 0.5 50 8619 0.0 -2 0.06132393212430806 0.04511864686554128 50 TARGET 100 0.0005 0.5 50 8619 0.0 -3 0.054033986283372144 0.04154901974128954 50 TARGET 100 0.0005 0.5 50 8619 0.0 -4 0.0511764454645942 0.0400585543477174 50 TARGET 100 0.0005 0.5 50 8619 0.0 -5 0.049118133882681526 0.039173616378596336 50 TARGET 100 0.0005 0.5 50 8619 0.0 -6 0.047313771050686786 0.038195833789579796 50 TARGET 100 0.0005 0.5 50 8619 0.0 -7 0.046242047264319075 0.037347170439633454 50 TARGET 100 0.0005 0.5 50 8619 0.0 -8 0.04487412130642018 0.03596850687807256 50 TARGET 100 0.0005 0.5 50 8619 0.0 -9 0.04325736395588226 0.03460787597930792 50 TARGET 100 0.0005 0.5 50 8619 0.0 -10 0.04256025191258501 0.03368502923033454 50 TARGET 100 0.0005 0.5 50 8619 0.0 -11 0.041329007269657825 0.032687602056698364 50 TARGET 100 0.0005 0.5 50 8619 0.0 -12 0.040915269831113946 0.03242399464502479 50 TARGET 100 0.0005 0.5 50 8619 0.0 -13 0.0406215152631103 0.03171317764755451 50 TARGET 100 0.0005 0.5 50 8619 0.0 -14 0.03987852244415267 0.03135964985598217 50 TARGET 100 0.0005 0.5 50 8619 0.0 -15 0.0393371562338638 0.03140349911920952 50 TARGET 100 0.0005 0.5 50 8619 0.0 -16 0.03870027123476921 0.030785888715675384 50 TARGET 100 0.0005 0.5 50 8619 0.0 -17 0.03829396183693449 0.030490621077743443 50 TARGET 100 0.0005 0.5 50 8619 0.0 -18 0.03807656572322653 0.03027257120067423 50 TARGET 100 0.0005 0.5 50 8619 0.0 -19 0.037970856747743656 0.030220919824910885 50 TARGET 100 0.0005 0.5 50 8619 0.0 -20 0.037632979603126795 0.029852420317404198 50 TARGET 100 0.0005 0.5 50 8619 0.0 -21 0.037108379833224646 0.029656026625272 50 TARGET 100 0.0005 0.5 50 8619 0.0 -22 0.037000727535598604 0.029573424691052147 50 TARGET 100 0.0005 0.5 50 8619 0.0 -23 0.036653359128971295 0.02923499821036151 50 TARGET 100 0.0005 0.5 50 8619 0.0 -24 0.03679977813955108 0.02913991542476596 50 TARGET 100 0.0005 0.5 50 8619 0.0 -25 0.036453754851212 0.02906683019616387 50 TARGET 100 0.0005 0.5 50 8619 0.0 -26 0.03591341702173455 0.028846800778851364 50 TARGET 100 0.0005 0.5 50 8619 0.0 -27 0.03573897992721712 0.028720686663732384 50 TARGET 100 0.0005 0.5 50 8619 0.0 -28 0.03581874881579419 0.028662538438132316 50 TARGET 100 0.0005 0.5 50 8619 0.0 -29 0.036014553723913253 0.028873863996881428 50 TARGET 100 0.0005 0.5 50 8619 0.0 -30 0.035407922309055075 0.028438376714334343 50 TARGET 100 0.0005 0.5 50 8619 0.0 -31 0.03529596378907612 0.028485003633029533 50 TARGET 100 0.0005 0.5 50 8619 0.0 -32 0.035281798830538086 0.028252955864776264 50 TARGET 100 0.0005 0.5 50 8619 0.0 -33 0.035013048210328676 0.028096838543812435 50 TARGET 100 0.0005 0.5 50 8619 0.0 -34 0.03449156815154785 0.027944889145367073 50 TARGET 100 0.0005 0.5 50 8619 0.0 -35 0.03475121904152009 0.02790213031976512 50 TARGET 100 0.0005 0.5 50 8619 0.0 -36 0.03461527734091788 0.02774770924765052 50 TARGET 100 0.0005 0.5 50 8619 0.0 -37 0.03430845496881289 0.027834036754387798 50 TARGET 100 0.0005 0.5 50 8619 0.0 -38 0.034167110506031245 0.02761260572482239 50 TARGET 100 0.0005 0.5 50 8619 0.0 -39 0.03454382149408562 0.027663721787658604 50 TARGET 100 0.0005 0.5 50 8619 0.0 -40 0.0336543143999697 0.02763205094996727 50 TARGET 100 0.0005 0.5 50 8619 0.0 -41 0.03375018341623573 0.02730558993238391 50 TARGET 100 0.0005 0.5 50 8619 0.0 -42 0.03360677721223446 0.027314048599113117 50 TARGET 100 0.0005 0.5 50 8619 0.0 -43 0.03343635130209553 0.027271537110209465 50 TARGET 100 0.0005 0.5 50 8619 0.0 -44 0.03375305242911734 0.027200941052852257 50 TARGET 100 0.0005 0.5 50 8619 0.0 -45 0.0338348528050413 0.027174866222070927 50 TARGET 100 0.0005 0.5 50 8619 0.0 -46 0.03315526929367271 0.02703477210845008 50 TARGET 100 0.0005 0.5 50 8619 0.0 -47 0.033366506047521775 0.02696921755418633 50 TARGET 100 0.0005 0.5 50 8619 0.0 -48 0.03345351091739706 0.026827565253232464 50 TARGET 100 0.0005 0.5 50 8619 0.0 -49 0.03286435950534913 0.02698530392213301 50 TARGET 100 0.0005 0.5 50 8619 0.0 -50 0.03293881691390216 0.026735423640771347 50 TARGET 100 0.0005 0.5 50 8619 0.0 -51 0.03267130324686015 0.026607906445860863 50 TARGET 100 0.0005 0.5 50 8619 0.0 -52 0.03266467900965551 0.02667409898431012 50 TARGET 100 0.0005 0.5 50 8619 0.0 -53 0.03257647659065145 0.02661394847161842 50 TARGET 100 0.0005 0.5 50 8619 0.0 -54 0.03204048924173169 0.026373198594559322 50 TARGET 100 0.0005 0.5 50 8619 0.0 -55 0.031902290579646525 0.02636681305188121 50 TARGET 100 0.0005 0.5 50 8619 0.0 -56 0.03236645117075957 0.02638305774466558 50 TARGET 100 0.0005 0.5 50 8619 0.0 -57 0.0319775993236488 0.026455881356289894 50 TARGET 100 0.0005 0.5 50 8619 0.0 -58 0.032057737900251494 0.026199525617288822 50 TARGET 100 0.0005 0.5 50 8619 0.0 -59 0.03176000694233159 0.02622458812865344 50 TARGET 100 0.0005 0.5 50 8619 0.0 -60 0.031802370673929804 0.026039120995185593 50 TARGET 100 0.0005 0.5 50 8619 0.0 -61 0.03178345522394887 0.026038447451410873 50 TARGET 100 0.0005 0.5 50 8619 0.0 -62 0.0319413126066879 0.02608357923048915 50 TARGET 100 0.0005 0.5 50 8619 0.0 -63 0.03189175483152923 0.026074237726403004 50 TARGET 100 0.0005 0.5 50 8619 0.0 -64 0.03177882073704241 0.02600206575836196 50 TARGET 100 0.0005 0.5 50 8619 0.0 -65 0.03154666301628155 0.02602134740939646 50 TARGET 100 0.0005 0.5 50 8619 0.0 -66 0.032002327443172635 0.02593660151416605 50 TARGET 100 0.0005 0.5 50 8619 0.0 -67 0.0313752823280365 0.026145836056181877 50 TARGET 100 0.0005 0.5 50 8619 0.0 -68 0.03157234629020346 0.026099438920165554 50 TARGET 100 0.0005 0.5 50 8619 0.0 -69 0.03142104583231086 0.02593460763719949 50 TARGET 100 0.0005 0.5 50 8619 0.0 -70 0.03137105126372893 0.025775324101700928 50 TARGET 100 0.0005 0.5 50 8619 0.0 -71 0.03114034788626613 0.025872522231304283 50 TARGET 100 0.0005 0.5 50 8619 0.0 -72 0.030898727025046493 0.025836120557152863 50 TARGET 100 0.0005 0.5 50 8619 0.0 -73 0.03092506850884619 0.02598498383480491 50 TARGET 100 0.0005 0.5 50 8619 0.0 -74 0.03131071443635004 0.025771739582220714 50 TARGET 100 0.0005 0.5 50 8619 0.0 -75 0.0313309957132195 0.02591665659212705 50 TARGET 100 0.0005 0.5 50 8619 0.0 -76 0.030971990471787326 0.02582074555032181 50 TARGET 100 0.0005 0.5 50 8619 0.0 -77 0.0310651185461367 0.02570771307430484 50 TARGET 100 0.0005 0.5 50 8619 0.0 -78 0.03076367172403167 0.025876869249976044 50 TARGET 100 0.0005 0.5 50 8619 0.0 -79 0.03091563004059623 0.0259104020554911 50 TARGET 100 0.0005 0.5 50 8619 0.0 -80 0.030949021918504727 0.0258488068639329 50 TARGET 100 0.0005 0.5 50 8619 0.0 -81 0.03109907755872818 0.025693875652822582 50 TARGET 100 0.0005 0.5 50 8619 0.0 -82 0.03092052419403386 0.025704980404539543 50 TARGET 100 0.0005 0.5 50 8619 0.0 -83 0.030527289925450427 0.02553940011244832 50 TARGET 100 0.0005 0.5 50 8619 0.0 -84 0.030643921922453323 0.02570642525273742 50 TARGET 100 0.0005 0.5 50 8619 0.0 -85 0.030443717628366215 0.02554002088127714 50 TARGET 100 0.0005 0.5 50 8619 0.0 -86 0.030628567467434236 0.025680309161543846 50 TARGET 100 0.0005 0.5 50 8619 0.0 -87 0.030355616463254197 0.025554092036503735 50 TARGET 100 0.0005 0.5 50 8619 0.0 -88 0.030371763978642646 0.025473667139356785 50 TARGET 100 0.0005 0.5 50 8619 0.0 -89 0.030752281228751444 0.025505586047515724 50 TARGET 100 0.0005 0.5 50 8619 0.0 -90 0.0301893092817329 0.025426476460063095 50 TARGET 100 0.0005 0.5 50 8619 0.0 -91 0.030513287562663707 0.025644116950306026 50 TARGET 100 0.0005 0.5 50 8619 0.0 -92 0.03023838051767261 0.025620754356637146 50 TARGET 100 0.0005 0.5 50 8619 0.0 -93 0.02999092607762075 0.02554142548505104 50 TARGET 100 0.0005 0.5 50 8619 0.0 -94 0.030626440502276725 0.025471689518202435 50 TARGET 100 0.0005 0.5 50 8619 0.0 -95 0.030567024825046762 0.02565347956437053 50 TARGET 100 0.0005 0.5 50 8619 0.0 -96 0.03027461030166157 0.02541359034225796 50 TARGET 100 0.0005 0.5 50 8619 0.0 -97 0.030502302289912193 0.025383069603280586 50 TARGET 100 0.0005 0.5 50 8619 0.0 -98 0.03016665268074784 0.025489089220310703 50 TARGET 100 0.0005 0.5 50 8619 0.0 -99 0.030557379170449494 0.025459102834715988 50 TARGET 100 0.0005 0.5 50 8619 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.0005lr_50bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.0005lr_50bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index 7d8f8ee42..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.0005lr_50bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08561193027379939 0.07065634045637015 50 TARGET 100 0.0005 0.0 50 5354 0.0 -1 0.05709708034239634 0.051112224206779945 50 TARGET 100 0.0005 0.0 50 5354 0.0 -2 0.04574839080925341 0.044843916301474426 50 TARGET 100 0.0005 0.0 50 5354 0.0 -3 0.04213162550470644 0.04251043746868769 50 TARGET 100 0.0005 0.0 50 5354 0.0 -4 0.040385133527244384 0.040758409734928246 50 TARGET 100 0.0005 0.0 50 5354 0.0 -5 0.038459243271688016 0.03877878730947321 50 TARGET 100 0.0005 0.0 50 5354 0.0 -6 0.03646175214638212 0.036753358601620705 50 TARGET 100 0.0005 0.0 50 5354 0.0 -7 0.03503243630181258 0.035552231764251534 50 TARGET 100 0.0005 0.0 50 5354 0.0 -8 0.03405841801202658 0.034643922114011017 50 TARGET 100 0.0005 0.0 50 5354 0.0 -9 0.033297513809167976 0.03395116532390768 50 TARGET 100 0.0005 0.0 50 5354 0.0 -10 0.03268346237489069 0.033357251435518265 50 TARGET 100 0.0005 0.0 50 5354 0.0 -11 0.03210299394347451 0.03274356709285216 50 TARGET 100 0.0005 0.0 50 5354 0.0 -12 0.03159113438417414 0.03222934856559291 50 TARGET 100 0.0005 0.0 50 5354 0.0 -13 0.03107896057719534 0.03169115124778314 50 TARGET 100 0.0005 0.0 50 5354 0.0 -14 0.03063805760056884 0.031253433588779335 50 TARGET 100 0.0005 0.0 50 5354 0.0 -15 0.03021925743606556 0.03081063310982603 50 TARGET 100 0.0005 0.0 50 5354 0.0 -16 0.029847467042229795 0.030411761141184605 50 TARGET 100 0.0005 0.0 50 5354 0.0 -17 0.029503461983217936 0.02999770630038146 50 TARGET 100 0.0005 0.0 50 5354 0.0 -18 0.02918631276147133 0.029600740664384582 50 TARGET 100 0.0005 0.0 50 5354 0.0 -19 0.028791375627571888 0.029160852346456413 50 TARGET 100 0.0005 0.0 50 5354 0.0 -20 0.02842841429090259 0.02874569036066532 50 TARGET 100 0.0005 0.0 50 5354 0.0 -21 0.028090427400738704 0.028358774767680603 50 TARGET 100 0.0005 0.0 50 5354 0.0 -22 0.027768990652077528 0.027961111091303104 50 TARGET 100 0.0005 0.0 50 5354 0.0 -23 0.027462542671647536 0.027680551859013962 50 TARGET 100 0.0005 0.0 50 5354 0.0 -24 0.02717411901287559 0.02734723997612794 50 TARGET 100 0.0005 0.0 50 5354 0.0 -25 0.026901179059135794 0.027110810927820927 50 TARGET 100 0.0005 0.0 50 5354 0.0 -26 0.026663383920535896 0.026855464629603153 50 TARGET 100 0.0005 0.0 50 5354 0.0 -27 0.026445498589664596 0.026659711518070915 50 TARGET 100 0.0005 0.0 50 5354 0.0 -28 0.02623249739032201 0.026479718134258732 50 TARGET 100 0.0005 0.0 50 5354 0.0 -29 0.026032877088797212 0.02627898414026607 50 TARGET 100 0.0005 0.0 50 5354 0.0 -30 0.025847957008565316 0.02614124734519106 50 TARGET 100 0.0005 0.0 50 5354 0.0 -31 0.025682040342829043 0.025979485701430927 50 TARGET 100 0.0005 0.0 50 5354 0.0 -32 0.025525667877108964 0.025877150283618408 50 TARGET 100 0.0005 0.0 50 5354 0.0 -33 0.025367012454403773 0.025747789295785355 50 TARGET 100 0.0005 0.0 50 5354 0.0 -34 0.02522253060732225 0.02562580889824665 50 TARGET 100 0.0005 0.0 50 5354 0.0 -35 0.02507524088225782 0.0255247237668796 50 TARGET 100 0.0005 0.0 50 5354 0.0 -36 0.02495913914332687 0.02540081778936314 50 TARGET 100 0.0005 0.0 50 5354 0.0 -37 0.024814209188977476 0.02530146384555282 50 TARGET 100 0.0005 0.0 50 5354 0.0 -38 0.02468346603064224 0.025226876760522526 50 TARGET 100 0.0005 0.0 50 5354 0.0 -39 0.024580654183321126 0.025129850220048065 50 TARGET 100 0.0005 0.0 50 5354 0.0 -40 0.024465412403196597 0.02501515293437423 50 TARGET 100 0.0005 0.0 50 5354 0.0 -41 0.024360083043575287 0.02496495238985076 50 TARGET 100 0.0005 0.0 50 5354 0.0 -42 0.024254894887507965 0.0249114598175793 50 TARGET 100 0.0005 0.0 50 5354 0.0 -43 0.024173634728849536 0.02481137661997116 50 TARGET 100 0.0005 0.0 50 5354 0.0 -44 0.024072988241007835 0.024747822998148022 50 TARGET 100 0.0005 0.0 50 5354 0.0 -45 0.023972557380996167 0.024678475816141476 50 TARGET 100 0.0005 0.0 50 5354 0.0 -46 0.023888082196465647 0.02461325523979736 50 TARGET 100 0.0005 0.0 50 5354 0.0 -47 0.023812763179693157 0.02457154028569207 50 TARGET 100 0.0005 0.0 50 5354 0.0 -48 0.023741251409605698 0.02451316442227725 50 TARGET 100 0.0005 0.0 50 5354 0.0 -49 0.02367435504842286 0.024470269962242157 50 TARGET 100 0.0005 0.0 50 5354 0.0 -50 0.02359287721114327 0.024429901136141834 50 TARGET 100 0.0005 0.0 50 5354 0.0 -51 0.023526257317927148 0.02436689422889189 50 TARGET 100 0.0005 0.0 50 5354 0.0 -52 0.02344435709920596 0.024300319453080494 50 TARGET 100 0.0005 0.0 50 5354 0.0 -53 0.023383007726635194 0.024227413433519276 50 TARGET 100 0.0005 0.0 50 5354 0.0 -54 0.023307726884680965 0.02421899963960503 50 TARGET 100 0.0005 0.0 50 5354 0.0 -55 0.02324346210243124 0.02414354868233204 50 TARGET 100 0.0005 0.0 50 5354 0.0 -56 0.023168443899714584 0.024095041508024388 50 TARGET 100 0.0005 0.0 50 5354 0.0 -57 0.02312371627073296 0.024057097507245613 50 TARGET 100 0.0005 0.0 50 5354 0.0 -58 0.023063123495841668 0.024016689904259914 50 TARGET 100 0.0005 0.0 50 5354 0.0 -59 0.023003614535837463 0.024045404836987003 50 TARGET 100 0.0005 0.0 50 5354 0.0 -60 0.022958061617081013 0.023951899429613895 50 TARGET 100 0.0005 0.0 50 5354 0.0 -61 0.022892840984293106 0.02390465738646912 50 TARGET 100 0.0005 0.0 50 5354 0.0 -62 0.022830661179290876 0.02386183568248243 50 TARGET 100 0.0005 0.0 50 5354 0.0 -63 0.022791083300053472 0.023821770523985226 50 TARGET 100 0.0005 0.0 50 5354 0.0 -64 0.022738769111107497 0.023815298001423027 50 TARGET 100 0.0005 0.0 50 5354 0.0 -65 0.022685622752515556 0.023771384561603718 50 TARGET 100 0.0005 0.0 50 5354 0.0 -66 0.022641961685435138 0.023751960333549614 50 TARGET 100 0.0005 0.0 50 5354 0.0 -67 0.022585537466487098 0.023671877598672203 50 TARGET 100 0.0005 0.0 50 5354 0.0 -68 0.02252903219425317 0.023652392693541267 50 TARGET 100 0.0005 0.0 50 5354 0.0 -69 0.02247914313793383 0.023603810900540062 50 TARGET 100 0.0005 0.0 50 5354 0.0 -70 0.022427459720911 0.02357474065413981 50 TARGET 100 0.0005 0.0 50 5354 0.0 -71 0.0223773289722726 0.023558658971027893 50 TARGET 100 0.0005 0.0 50 5354 0.0 -72 0.022340896523711257 0.023518820377913387 50 TARGET 100 0.0005 0.0 50 5354 0.0 -73 0.022297567916839612 0.02351411861000639 50 TARGET 100 0.0005 0.0 50 5354 0.0 -74 0.02225434736220122 0.02347415081705108 50 TARGET 100 0.0005 0.0 50 5354 0.0 -75 0.022217875804363275 0.0234533582221378 50 TARGET 100 0.0005 0.0 50 5354 0.0 -76 0.022167725720590212 0.02341480248353698 50 TARGET 100 0.0005 0.0 50 5354 0.0 -77 0.02212362754650991 0.023392671154755535 50 TARGET 100 0.0005 0.0 50 5354 0.0 -78 0.02208422117487148 0.02336494376262029 50 TARGET 100 0.0005 0.0 50 5354 0.0 -79 0.02204331184928666 0.02332843817544706 50 TARGET 100 0.0005 0.0 50 5354 0.0 -80 0.02201911729920392 0.023337692304542572 50 TARGET 100 0.0005 0.0 50 5354 0.0 -81 0.02198999699970287 0.023321075872941452 50 TARGET 100 0.0005 0.0 50 5354 0.0 -82 0.021946036046753426 0.0232776997780258 50 TARGET 100 0.0005 0.0 50 5354 0.0 -83 0.02190307480744039 0.02324733454169649 50 TARGET 100 0.0005 0.0 50 5354 0.0 -84 0.02187684808641371 0.023256146772341293 50 TARGET 100 0.0005 0.0 50 5354 0.0 -85 0.021848064097842384 0.02321031926707788 50 TARGET 100 0.0005 0.0 50 5354 0.0 -86 0.021806201298630198 0.02321389402178201 50 TARGET 100 0.0005 0.0 50 5354 0.0 -87 0.021775400347581214 0.023183167658068916 50 TARGET 100 0.0005 0.0 50 5354 0.0 -88 0.021749006741075 0.023184403494903534 50 TARGET 100 0.0005 0.0 50 5354 0.0 -89 0.02172112489363762 0.023182566418792263 50 TARGET 100 0.0005 0.0 50 5354 0.0 -90 0.021677895552582212 0.02313049312568072 50 TARGET 100 0.0005 0.0 50 5354 0.0 -91 0.021637310596929256 0.023135873235084793 50 TARGET 100 0.0005 0.0 50 5354 0.0 -92 0.02161978433529536 0.023115477440032093 50 TARGET 100 0.0005 0.0 50 5354 0.0 -93 0.021598765814695695 0.023108200367653008 50 TARGET 100 0.0005 0.0 50 5354 0.0 -94 0.021566520416826912 0.02309746193614873 50 TARGET 100 0.0005 0.0 50 5354 0.0 -95 0.021543138958388306 0.023083681466453003 50 TARGET 100 0.0005 0.0 50 5354 0.0 -96 0.02151992836158083 0.023070732752482098 50 TARGET 100 0.0005 0.0 50 5354 0.0 -97 0.021488977251229464 0.023039612975535972 50 TARGET 100 0.0005 0.0 50 5354 0.0 -98 0.02146968654410205 0.023024925284764984 50 TARGET 100 0.0005 0.0 50 5354 0.0 -99 0.021448318015545708 0.023035558222821266 50 TARGET 100 0.0005 0.0 50 5354 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_10bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_10bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index d340e0004..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_10bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.05280545623565362 0.03977302157066085 10 TARGET 100 0.001 0.1 50 7363 0.0 -1 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0.026627398011359302 10 TARGET 100 0.001 0.1 50 7363 0.0 -14 0.02609976702793078 0.026339249459631515 10 TARGET 100 0.001 0.1 50 7363 0.0 -15 0.025699769363108308 0.026473994169271355 10 TARGET 100 0.001 0.1 50 7363 0.0 -16 0.02589446697572265 0.026395732311136795 10 TARGET 100 0.001 0.1 50 7363 0.0 -17 0.025744502009315925 0.02615089573417649 10 TARGET 100 0.001 0.1 50 7363 0.0 -18 0.02543403218917373 0.02607130716470155 10 TARGET 100 0.001 0.1 50 7363 0.0 -19 0.0255648714273867 0.02597268106359424 10 TARGET 100 0.001 0.1 50 7363 0.0 -20 0.024878771461370817 0.025819351783756054 10 TARGET 100 0.001 0.1 50 7363 0.0 -21 0.025092674989993322 0.025739728332017407 10 TARGET 100 0.001 0.1 50 7363 0.0 -22 0.024931179183952334 0.02589608503110481 10 TARGET 100 0.001 0.1 50 7363 0.0 -23 0.02472319235705366 0.02581773805573131 10 TARGET 100 0.001 0.1 50 7363 0.0 -24 0.024938343989628332 0.025772699578241867 10 TARGET 100 0.001 0.1 50 7363 0.0 -25 0.024836024100130253 0.02559015013729081 10 TARGET 100 0.001 0.1 50 7363 0.0 -26 0.024799477641379793 0.02572656355120919 10 TARGET 100 0.001 0.1 50 7363 0.0 -27 0.024919113796517907 0.02563803806675203 10 TARGET 100 0.001 0.1 50 7363 0.0 -28 0.024694387289861636 0.025667680709651024 10 TARGET 100 0.001 0.1 50 7363 0.0 -29 0.024658390825695865 0.025593091649087994 10 TARGET 100 0.001 0.1 50 7363 0.0 -30 0.02450803561318001 0.025520606643774292 10 TARGET 100 0.001 0.1 50 7363 0.0 -31 0.024330479459780636 0.02544964308088476 10 TARGET 100 0.001 0.1 50 7363 0.0 -32 0.02426279745117984 0.025591257282278755 10 TARGET 100 0.001 0.1 50 7363 0.0 -33 0.024560237416263783 0.025544269969969086 10 TARGET 100 0.001 0.1 50 7363 0.0 -34 0.024220709855157115 0.025701671500097622 10 TARGET 100 0.001 0.1 50 7363 0.0 -35 0.02425389008765871 0.025404224567341083 10 TARGET 100 0.001 0.1 50 7363 0.0 -36 0.024015028355799942 0.02543077471129822 10 TARGET 100 0.001 0.1 50 7363 0.0 -37 0.024245691582911746 0.02562610985654773 10 TARGET 100 0.001 0.1 50 7363 0.0 -38 0.024070488539859904 0.02525996964311961 10 TARGET 100 0.001 0.1 50 7363 0.0 -39 0.02396216876303106 0.025375457988543945 10 TARGET 100 0.001 0.1 50 7363 0.0 -40 0.024113069774476366 0.025256524257587665 10 TARGET 100 0.001 0.1 50 7363 0.0 -41 0.0240137706626746 0.02524007557693756 10 TARGET 100 0.001 0.1 50 7363 0.0 -42 0.02376736303546814 0.025275547170277798 10 TARGET 100 0.001 0.1 50 7363 0.0 -43 0.023813606939131163 0.025291666614286827 10 TARGET 100 0.001 0.1 50 7363 0.0 -44 0.02410099328642943 0.025358298341884758 10 TARGET 100 0.001 0.1 50 7363 0.0 -45 0.023990095746687767 0.02544737962836569 10 TARGET 100 0.001 0.1 50 7363 0.0 -46 0.02388113222840659 0.02522432098560261 10 TARGET 100 0.001 0.1 50 7363 0.0 -47 0.02394026764966422 0.02526878909856984 10 TARGET 100 0.001 0.1 50 7363 0.0 -48 0.02392097380677056 0.025213727953307556 10 TARGET 100 0.001 0.1 50 7363 0.0 -49 0.02368376511290218 0.0253331566398794 10 TARGET 100 0.001 0.1 50 7363 0.0 -50 0.023929062271208473 0.02546371299434792 10 TARGET 100 0.001 0.1 50 7363 0.0 -51 0.023927551885496084 0.02515752235371055 10 TARGET 100 0.001 0.1 50 7363 0.0 -52 0.023949172680175265 0.025194025231581745 10 TARGET 100 0.001 0.1 50 7363 0.0 -53 0.0238269669402027 0.025257960695660477 10 TARGET 100 0.001 0.1 50 7363 0.0 -54 0.023638303576645626 0.025247180326418442 10 TARGET 100 0.001 0.1 50 7363 0.0 -55 0.023793122383079145 0.025299098737763637 10 TARGET 100 0.001 0.1 50 7363 0.0 -56 0.02390898662534627 0.025180882012302227 10 TARGET 100 0.001 0.1 50 7363 0.0 -57 0.02384340894794223 0.025088305500420658 10 TARGET 100 0.001 0.1 50 7363 0.0 -58 0.02381665963265631 0.025107222919662792 10 TARGET 100 0.001 0.1 50 7363 0.0 -59 0.023737994753300944 0.025305871484857616 10 TARGET 100 0.001 0.1 50 7363 0.0 -60 0.023750908083285546 0.025428310375321995 10 TARGET 100 0.001 0.1 50 7363 0.0 -61 0.023886995691091123 0.02518417432226918 10 TARGET 100 0.001 0.1 50 7363 0.0 -62 0.02399492991291714 0.025508445490038757 10 TARGET 100 0.001 0.1 50 7363 0.0 -63 0.023977912956165144 0.02539538936407277 10 TARGET 100 0.001 0.1 50 7363 0.0 -64 0.023733815868143684 0.0253149408734206 10 TARGET 100 0.001 0.1 50 7363 0.0 -65 0.023818666893073204 0.02526141940192743 10 TARGET 100 0.001 0.1 50 7363 0.0 -66 0.02402139988787447 0.025349400881113426 10 TARGET 100 0.001 0.1 50 7363 0.0 -67 0.024157559474058423 0.025160225785591385 10 TARGET 100 0.001 0.1 50 7363 0.0 -68 0.02394355720015688 0.025225987488573246 10 TARGET 100 0.001 0.1 50 7363 0.0 -69 0.023810697474864997 0.02547183141789653 10 TARGET 100 0.001 0.1 50 7363 0.0 -70 0.023749524031323615 0.025410948829217392 10 TARGET 100 0.001 0.1 50 7363 0.0 -71 0.023849366979065166 0.025392616280552113 10 TARGET 100 0.001 0.1 50 7363 0.0 -72 0.02395557133662781 0.025253071760137875 10 TARGET 100 0.001 0.1 50 7363 0.0 -73 0.023628627781063217 0.02517906700571378 10 TARGET 100 0.001 0.1 50 7363 0.0 -74 0.02354152082318208 0.025275240567597477 10 TARGET 100 0.001 0.1 50 7363 0.0 -75 0.023775396291605553 0.025330144065347584 10 TARGET 100 0.001 0.1 50 7363 0.0 -76 0.023750878745056565 0.025555074327822887 10 TARGET 100 0.001 0.1 50 7363 0.0 -77 0.023841804915706716 0.025285993279381233 10 TARGET 100 0.001 0.1 50 7363 0.0 -78 0.023736691666823444 0.025303444232453 10 TARGET 100 0.001 0.1 50 7363 0.0 -79 0.023872419702585298 0.025169932876120914 10 TARGET 100 0.001 0.1 50 7363 0.0 -80 0.0238376445315703 0.025302948091517796 10 TARGET 100 0.001 0.1 50 7363 0.0 -81 0.02405076479595719 0.025193672570766823 10 TARGET 100 0.001 0.1 50 7363 0.0 -82 0.02394860054080936 0.02516602487726645 10 TARGET 100 0.001 0.1 50 7363 0.0 -83 0.02383863628663198 0.025132495289047558 10 TARGET 100 0.001 0.1 50 7363 0.0 -84 0.023807430564604624 0.025195097437862194 10 TARGET 100 0.001 0.1 50 7363 0.0 -85 0.023800479975663855 0.025152109337575508 10 TARGET 100 0.001 0.1 50 7363 0.0 -86 0.024009664934943824 0.02536974401410782 10 TARGET 100 0.001 0.1 50 7363 0.0 -87 0.023457365160688807 0.025268432599577038 10 TARGET 100 0.001 0.1 50 7363 0.0 -88 0.02362529728373494 0.025239347621346966 10 TARGET 100 0.001 0.1 50 7363 0.0 -89 0.023792140455508873 0.02531421043430314 10 TARGET 100 0.001 0.1 50 7363 0.0 -90 0.02332192088041442 0.02508975915385015 10 TARGET 100 0.001 0.1 50 7363 0.0 -91 0.02358441630547697 0.025308527729728005 10 TARGET 100 0.001 0.1 50 7363 0.0 -92 0.023565510802146562 0.02514677398809881 10 TARGET 100 0.001 0.1 50 7363 0.0 -93 0.02371034203003151 0.025177614537603928 10 TARGET 100 0.001 0.1 50 7363 0.0 -94 0.02371194458218536 0.025170000552228004 10 TARGET 100 0.001 0.1 50 7363 0.0 -95 0.023658821873542436 0.025088058671716488 10 TARGET 100 0.001 0.1 50 7363 0.0 -96 0.02386878057060017 0.02509502660144459 10 TARGET 100 0.001 0.1 50 7363 0.0 -97 0.023836627546133415 0.025157780753392162 10 TARGET 100 0.001 0.1 50 7363 0.0 -98 0.023559823199504552 0.025142999083706825 10 TARGET 100 0.001 0.1 50 7363 0.0 -99 0.023708544552376375 0.02535941553386775 10 TARGET 100 0.001 0.1 50 7363 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_10bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_10bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 6992662b8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_10bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.06417689516337632 0.04360351395426375 10 TARGET 100 0.001 0.5 50 2621 0.0 -1 0.047065853896967894 0.0412959164064942 10 TARGET 100 0.001 0.5 50 2621 0.0 -2 0.04492350122091746 0.039180522615259346 10 TARGET 100 0.001 0.5 50 2621 0.0 -3 0.043115113294285155 0.03937519657792467 10 TARGET 100 0.001 0.5 50 2621 0.0 -4 0.041082983052590075 0.03800096091899005 10 TARGET 100 0.001 0.5 50 2621 0.0 -5 0.04016885715803313 0.03752079041618289 10 TARGET 100 0.001 0.5 50 2621 0.0 -6 0.03943449919823846 0.03631771897727793 10 TARGET 100 0.001 0.5 50 2621 0.0 -7 0.03918386358604688 0.03632925258892955 10 TARGET 100 0.001 0.5 50 2621 0.0 -8 0.03854496251503225 0.036257638737107765 10 TARGET 100 0.001 0.5 50 2621 0.0 -9 0.0377948785871769 0.03635758793715275 10 TARGET 100 0.001 0.5 50 2621 0.0 -10 0.03680420853824728 0.03434345622857412 10 TARGET 100 0.001 0.5 50 2621 0.0 -11 0.036761274692988156 0.03322967785325917 10 TARGET 100 0.001 0.5 50 2621 0.0 -12 0.0360187200973632 0.033289977659781776 10 TARGET 100 0.001 0.5 50 2621 0.0 -13 0.03580240620557307 0.03300512220823404 10 TARGET 100 0.001 0.5 50 2621 0.0 -14 0.0355953185408304 0.032774456184018745 10 TARGET 100 0.001 0.5 50 2621 0.0 -15 0.036153008916763346 0.03292548001715631 10 TARGET 100 0.001 0.5 50 2621 0.0 -16 0.035732188108392834 0.03254068473523313 10 TARGET 100 0.001 0.5 50 2621 0.0 -17 0.0356375001596682 0.03223955111973213 10 TARGET 100 0.001 0.5 50 2621 0.0 -18 0.03546982695684088 0.032067818849375755 10 TARGET 100 0.001 0.5 50 2621 0.0 -19 0.035468364742769536 0.03234517122759963 10 TARGET 100 0.001 0.5 50 2621 0.0 -20 0.03517616091151832 0.032532199201258744 10 TARGET 100 0.001 0.5 50 2621 0.0 -21 0.03498959980328075 0.03229268041975571 10 TARGET 100 0.001 0.5 50 2621 0.0 -22 0.035241642703462125 0.03216169232671911 10 TARGET 100 0.001 0.5 50 2621 0.0 -23 0.03467826986127229 0.03162663678328196 10 TARGET 100 0.001 0.5 50 2621 0.0 -24 0.0347917345713084 0.03151018482943376 10 TARGET 100 0.001 0.5 50 2621 0.0 -25 0.03461663178497493 0.03155732262089397 10 TARGET 100 0.001 0.5 50 2621 0.0 -26 0.03543614208547756 0.03260958815614382 10 TARGET 100 0.001 0.5 50 2621 0.0 -27 0.0347318992658396 0.03095756431646419 10 TARGET 100 0.001 0.5 50 2621 0.0 -28 0.03454883687624626 0.03061798389888171 10 TARGET 100 0.001 0.5 50 2621 0.0 -29 0.03475939705717042 0.03094525048227021 10 TARGET 100 0.001 0.5 50 2621 0.0 -30 0.03516598896245764 0.03116354526895465 10 TARGET 100 0.001 0.5 50 2621 0.0 -31 0.03383999114686793 0.031026417953949986 10 TARGET 100 0.001 0.5 50 2621 0.0 -32 0.03422978567429865 0.030968064216501785 10 TARGET 100 0.001 0.5 50 2621 0.0 -33 0.03430481587445696 0.03028037082968336 10 TARGET 100 0.001 0.5 50 2621 0.0 -34 0.03455021902166232 0.03074640521045887 10 TARGET 100 0.001 0.5 50 2621 0.0 -35 0.03381717405736647 0.030840647265766605 10 TARGET 100 0.001 0.5 50 2621 0.0 -36 0.03388176407501954 0.031095321769967224 10 TARGET 100 0.001 0.5 50 2621 0.0 -37 0.03421951020732271 0.030154550222284866 10 TARGET 100 0.001 0.5 50 2621 0.0 -38 0.03365960797476849 0.0302714765862082 10 TARGET 100 0.001 0.5 50 2621 0.0 -39 0.03397862797584197 0.03001147096581531 10 TARGET 100 0.001 0.5 50 2621 0.0 -40 0.03413287957860565 0.03032283072896076 10 TARGET 100 0.001 0.5 50 2621 0.0 -41 0.033911951626290376 0.030313833870671013 10 TARGET 100 0.001 0.5 50 2621 0.0 -42 0.03413373253211028 0.02989173172549768 10 TARGET 100 0.001 0.5 50 2621 0.0 -43 0.0339156779513917 0.03048856443527973 10 TARGET 100 0.001 0.5 50 2621 0.0 -44 0.034058344848328564 0.030109899852311973 10 TARGET 100 0.001 0.5 50 2621 0.0 -45 0.03355121388027965 0.029959197861678673 10 TARGET 100 0.001 0.5 50 2621 0.0 -46 0.03396479621128201 0.030056470101981453 10 TARGET 100 0.001 0.5 50 2621 0.0 -47 0.033869451237999226 0.029906678944826126 10 TARGET 100 0.001 0.5 50 2621 0.0 -48 0.03436541615637264 0.0298202597169262 10 TARGET 100 0.001 0.5 50 2621 0.0 -49 0.03462931132477141 0.030188159960688965 10 TARGET 100 0.001 0.5 50 2621 0.0 -50 0.034000553548185514 0.030838513577526264 10 TARGET 100 0.001 0.5 50 2621 0.0 -51 0.03475428405233505 0.03058454292741689 10 TARGET 100 0.001 0.5 50 2621 0.0 -52 0.03391853505463311 0.029788843553626175 10 TARGET 100 0.001 0.5 50 2621 0.0 -53 0.03339502158941644 0.03068730743093924 10 TARGET 100 0.001 0.5 50 2621 0.0 -54 0.034159851338877424 0.029601343258312256 10 TARGET 100 0.001 0.5 50 2621 0.0 -55 0.034161914315588945 0.03168579117592537 10 TARGET 100 0.001 0.5 50 2621 0.0 -56 0.034195774545272194 0.02960388447073373 10 TARGET 100 0.001 0.5 50 2621 0.0 -57 0.033810701553618865 0.03034600547768853 10 TARGET 100 0.001 0.5 50 2621 0.0 -58 0.033368725505240435 0.029930887687386887 10 TARGET 100 0.001 0.5 50 2621 0.0 -59 0.03367686985367878 0.030232737292394493 10 TARGET 100 0.001 0.5 50 2621 0.0 -60 0.03336138127101993 0.030790144351847244 10 TARGET 100 0.001 0.5 50 2621 0.0 -61 0.03315290419842659 0.030347113525777153 10 TARGET 100 0.001 0.5 50 2621 0.0 -62 0.03383946855888022 0.030753354852398235 10 TARGET 100 0.001 0.5 50 2621 0.0 -63 0.033518224509326296 0.031068598343567413 10 TARGET 100 0.001 0.5 50 2621 0.0 -64 0.034283578997910624 0.030590652403506367 10 TARGET 100 0.001 0.5 50 2621 0.0 -65 0.03380875035443089 0.030634041367606682 10 TARGET 100 0.001 0.5 50 2621 0.0 -66 0.03361848476483966 0.03015288146156253 10 TARGET 100 0.001 0.5 50 2621 0.0 -67 0.03354821486480108 0.030149564654989677 10 TARGET 100 0.001 0.5 50 2621 0.0 -68 0.033201810323730464 0.03013639259293224 10 TARGET 100 0.001 0.5 50 2621 0.0 -69 0.033098260317035395 0.029651706473845425 10 TARGET 100 0.001 0.5 50 2621 0.0 -70 0.03414954837123151 0.030263254644744324 10 TARGET 100 0.001 0.5 50 2621 0.0 -71 0.03353526714800383 0.029834692563974495 10 TARGET 100 0.001 0.5 50 2621 0.0 -72 0.03413099856413775 0.029773355489878944 10 TARGET 100 0.001 0.5 50 2621 0.0 -73 0.033839233414041076 0.030235351486639542 10 TARGET 100 0.001 0.5 50 2621 0.0 -74 0.033920986283106434 0.03014346370191285 10 TARGET 100 0.001 0.5 50 2621 0.0 -75 0.03373989496718754 0.03017441527635762 10 TARGET 100 0.001 0.5 50 2621 0.0 -76 0.03337187221530913 0.030271197358767193 10 TARGET 100 0.001 0.5 50 2621 0.0 -77 0.03368756311760607 0.030060314827344635 10 TARGET 100 0.001 0.5 50 2621 0.0 -78 0.033619747061269856 0.030750914279258613 10 TARGET 100 0.001 0.5 50 2621 0.0 -79 0.03389471493385456 0.03000785212850932 10 TARGET 100 0.001 0.5 50 2621 0.0 -80 0.033560832981208356 0.030279114503752102 10 TARGET 100 0.001 0.5 50 2621 0.0 -81 0.0339282929445758 0.030460318211804737 10 TARGET 100 0.001 0.5 50 2621 0.0 -82 0.03370285805578184 0.030032765741149586 10 TARGET 100 0.001 0.5 50 2621 0.0 -83 0.03464428035648985 0.02991730657716592 10 TARGET 100 0.001 0.5 50 2621 0.0 -84 0.034059848579944985 0.029927584540211792 10 TARGET 100 0.001 0.5 50 2621 0.0 -85 0.03429898527460267 0.030125133806105816 10 TARGET 100 0.001 0.5 50 2621 0.0 -86 0.03411032682165554 0.029917867572018593 10 TARGET 100 0.001 0.5 50 2621 0.0 -87 0.03408156154733716 0.03062472769031019 10 TARGET 100 0.001 0.5 50 2621 0.0 -88 0.033216659669522884 0.030047778886827557 10 TARGET 100 0.001 0.5 50 2621 0.0 -89 0.03370074844395472 0.029805811122059822 10 TARGET 100 0.001 0.5 50 2621 0.0 -90 0.03338010449225855 0.029348219998858192 10 TARGET 100 0.001 0.5 50 2621 0.0 -91 0.03372751639196367 0.03021874984331203 10 TARGET 100 0.001 0.5 50 2621 0.0 -92 0.03390041760071761 0.030251147394830532 10 TARGET 100 0.001 0.5 50 2621 0.0 -93 0.03337746196322971 0.030146806021079872 10 TARGET 100 0.001 0.5 50 2621 0.0 -94 0.03345807086713989 0.02990759615645264 10 TARGET 100 0.001 0.5 50 2621 0.0 -95 0.033812417890186665 0.030653421117952377 10 TARGET 100 0.001 0.5 50 2621 0.0 -96 0.03299633922801676 0.02935812503776767 10 TARGET 100 0.001 0.5 50 2621 0.0 -97 0.03316642319538979 0.030338399733106296 10 TARGET 100 0.001 0.5 50 2621 0.0 -98 0.03350868803583813 0.030939128588546406 10 TARGET 100 0.001 0.5 50 2621 0.0 -99 0.033693961272336016 0.02936458181251179 10 TARGET 100 0.001 0.5 50 2621 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_10bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_10bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index 233f77199..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_10bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.0514301480317758 0.03811334841179125 10 TARGET 100 0.001 0.0 50 3583 0.0 -1 0.03535259375819052 0.03202853933202498 10 TARGET 100 0.001 0.0 50 3583 0.0 -2 0.031848536340225025 0.029817680235613476 10 TARGET 100 0.001 0.0 50 3583 0.0 -3 0.03012942346534143 0.028567477947834766 10 TARGET 100 0.001 0.0 50 3583 0.0 -4 0.028721910666185197 0.027232979904070045 10 TARGET 100 0.001 0.0 50 3583 0.0 -5 0.027667210001485917 0.026372408268578125 10 TARGET 100 0.001 0.0 50 3583 0.0 -6 0.02680635049638122 0.02569725815996979 10 TARGET 100 0.001 0.0 50 3583 0.0 -7 0.026139237814479403 0.025245688516985287 10 TARGET 100 0.001 0.0 50 3583 0.0 -8 0.025544242155722496 0.02522103347335801 10 TARGET 100 0.001 0.0 50 3583 0.0 -9 0.02520486270312709 0.024666980360493515 10 TARGET 100 0.001 0.0 50 3583 0.0 -10 0.024803283665115985 0.024281672399603958 10 TARGET 100 0.001 0.0 50 3583 0.0 -11 0.024449903078954227 0.02405481142076579 10 TARGET 100 0.001 0.0 50 3583 0.0 -12 0.024227895501135577 0.023899111727421932 10 TARGET 100 0.001 0.0 50 3583 0.0 -13 0.023987504029615157 0.02361936585018129 10 TARGET 100 0.001 0.0 50 3583 0.0 -14 0.02381980972308101 0.02350105864532066 10 TARGET 100 0.001 0.0 50 3583 0.0 -15 0.023606202003831414 0.023421664411822956 10 TARGET 100 0.001 0.0 50 3583 0.0 -16 0.02347135255332748 0.02326320523791241 10 TARGET 100 0.001 0.0 50 3583 0.0 -17 0.023323690205160216 0.023154911161823707 10 TARGET 100 0.001 0.0 50 3583 0.0 -18 0.02318879563098002 0.023200361961216637 10 TARGET 100 0.001 0.0 50 3583 0.0 -19 0.023059060565048597 0.023046230840863602 10 TARGET 100 0.001 0.0 50 3583 0.0 -20 0.022954041652557024 0.023006677119569344 10 TARGET 100 0.001 0.0 50 3583 0.0 -21 0.022851826905301124 0.02295321124521169 10 TARGET 100 0.001 0.0 50 3583 0.0 -22 0.022792093455791473 0.022888991530194427 10 TARGET 100 0.001 0.0 50 3583 0.0 -23 0.022705375690402006 0.022800732799100155 10 TARGET 100 0.001 0.0 50 3583 0.0 -24 0.022633790192178604 0.022859205294287567 10 TARGET 100 0.001 0.0 50 3583 0.0 -25 0.02259333419804822 0.022662173561526066 10 TARGET 100 0.001 0.0 50 3583 0.0 -26 0.02248491292900911 0.022636663168668747 10 TARGET 100 0.001 0.0 50 3583 0.0 -27 0.022416321949575484 0.022558989454851006 10 TARGET 100 0.001 0.0 50 3583 0.0 -28 0.02234996712268001 0.022618018542275284 10 TARGET 100 0.001 0.0 50 3583 0.0 -29 0.022318196097257163 0.022568282078612934 10 TARGET 100 0.001 0.0 50 3583 0.0 -30 0.022271373299787744 0.022509306782122814 10 TARGET 100 0.001 0.0 50 3583 0.0 -31 0.02217271596644864 0.022439606205532044 10 TARGET 100 0.001 0.0 50 3583 0.0 -32 0.022124958616565375 0.022619608676794804 10 TARGET 100 0.001 0.0 50 3583 0.0 -33 0.022174287819450952 0.022459300630020374 10 TARGET 100 0.001 0.0 50 3583 0.0 -34 0.02209320838754426 0.022536500836863663 10 TARGET 100 0.001 0.0 50 3583 0.0 -35 0.022036366315201075 0.022452476914181854 10 TARGET 100 0.001 0.0 50 3583 0.0 -36 0.022014103792231492 0.02246478329779524 10 TARGET 100 0.001 0.0 50 3583 0.0 -37 0.02197263803119812 0.022365465026461716 10 TARGET 100 0.001 0.0 50 3583 0.0 -38 0.021932689184542456 0.02234963626798355 10 TARGET 100 0.001 0.0 50 3583 0.0 -39 0.021941057854780444 0.02243954428669178 10 TARGET 100 0.001 0.0 50 3583 0.0 -40 0.02189215245070281 0.022376314370018063 10 TARGET 100 0.001 0.0 50 3583 0.0 -41 0.021833493515397564 0.02246012431428288 10 TARGET 100 0.001 0.0 50 3583 0.0 -42 0.021787092465944964 0.022432600458463032 10 TARGET 100 0.001 0.0 50 3583 0.0 -43 0.021741998491664527 0.022380829986297722 10 TARGET 100 0.001 0.0 50 3583 0.0 -44 0.021692462484995123 0.022266871380535038 10 TARGET 100 0.001 0.0 50 3583 0.0 -45 0.02166945617081541 0.02250990265923919 10 TARGET 100 0.001 0.0 50 3583 0.0 -46 0.02165911279568568 0.022340687556248722 10 TARGET 100 0.001 0.0 50 3583 0.0 -47 0.021611517796963953 0.022328465725436356 10 TARGET 100 0.001 0.0 50 3583 0.0 -48 0.0216147485267534 0.02234506093417153 10 TARGET 100 0.001 0.0 50 3583 0.0 -49 0.02158746959936338 0.022275238721208138 10 TARGET 100 0.001 0.0 50 3583 0.0 -50 0.021601631547565812 0.022358413672808445 10 TARGET 100 0.001 0.0 50 3583 0.0 -51 0.021604049085366606 0.02229071876993685 10 TARGET 100 0.001 0.0 50 3583 0.0 -52 0.021538633903369356 0.022289577081347958 10 TARGET 100 0.001 0.0 50 3583 0.0 -53 0.021525860422287726 0.022360470879710083 10 TARGET 100 0.001 0.0 50 3583 0.0 -54 0.021512042266953274 0.022233910237749416 10 TARGET 100 0.001 0.0 50 3583 0.0 -55 0.02149600476051621 0.02224579363158255 10 TARGET 100 0.001 0.0 50 3583 0.0 -56 0.02152623367881534 0.02227573683767608 10 TARGET 100 0.001 0.0 50 3583 0.0 -57 0.02146628843965354 0.022345441760438862 10 TARGET 100 0.001 0.0 50 3583 0.0 -58 0.021481857876534814 0.022341503394824085 10 TARGET 100 0.001 0.0 50 3583 0.0 -59 0.021482126116250902 0.02225421064279296 10 TARGET 100 0.001 0.0 50 3583 0.0 -60 0.021421816256461723 0.02211961342078267 10 TARGET 100 0.001 0.0 50 3583 0.0 -61 0.021440910808867477 0.02222196182066744 10 TARGET 100 0.001 0.0 50 3583 0.0 -62 0.021419551129443475 0.02239678952504288 10 TARGET 100 0.001 0.0 50 3583 0.0 -63 0.021421429848530477 0.022201993587342175 10 TARGET 100 0.001 0.0 50 3583 0.0 -64 0.021369130855507724 0.022197514659527576 10 TARGET 100 0.001 0.0 50 3583 0.0 -65 0.021413812614500722 0.022179194697828003 10 TARGET 100 0.001 0.0 50 3583 0.0 -66 0.021365489954950433 0.0222006905823946 10 TARGET 100 0.001 0.0 50 3583 0.0 -67 0.021357795806846235 0.022212003103711388 10 TARGET 100 0.001 0.0 50 3583 0.0 -68 0.021371356340169102 0.022222073692263977 10 TARGET 100 0.001 0.0 50 3583 0.0 -69 0.02135303035779834 0.022165218593947815 10 TARGET 100 0.001 0.0 50 3583 0.0 -70 0.021332390800820857 0.02218240149544947 10 TARGET 100 0.001 0.0 50 3583 0.0 -71 0.021337785441365706 0.022127671788136166 10 TARGET 100 0.001 0.0 50 3583 0.0 -72 0.02131266296787896 0.022113864507639046 10 TARGET 100 0.001 0.0 50 3583 0.0 -73 0.021325450127172952 0.02214336542017532 10 TARGET 100 0.001 0.0 50 3583 0.0 -74 0.021293308937088005 0.02214070370025707 10 TARGET 100 0.001 0.0 50 3583 0.0 -75 0.021328792345995454 0.02207383479584347 10 TARGET 100 0.001 0.0 50 3583 0.0 -76 0.02130030407899558 0.022141833592093353 10 TARGET 100 0.001 0.0 50 3583 0.0 -77 0.02125478377220807 0.02206853980367834 10 TARGET 100 0.001 0.0 50 3583 0.0 -78 0.021258980581405188 0.02202775018910567 10 TARGET 100 0.001 0.0 50 3583 0.0 -79 0.021278534862228516 0.022156276881243244 10 TARGET 100 0.001 0.0 50 3583 0.0 -80 0.021259178053148666 0.022081828930161217 10 TARGET 100 0.001 0.0 50 3583 0.0 -81 0.021233766825763063 0.022121233865618706 10 TARGET 100 0.001 0.0 50 3583 0.0 -82 0.02121627574742643 0.02207888329796719 10 TARGET 100 0.001 0.0 50 3583 0.0 -83 0.021229799573469644 0.022093271441531902 10 TARGET 100 0.001 0.0 50 3583 0.0 -84 0.02121643813621717 0.022138408131220123 10 TARGET 100 0.001 0.0 50 3583 0.0 -85 0.021188808705419403 0.022054775589794823 10 TARGET 100 0.001 0.0 50 3583 0.0 -86 0.02121721250114818 0.02199378050863743 10 TARGET 100 0.001 0.0 50 3583 0.0 -87 0.021178121625223145 0.0222268451118108 10 TARGET 100 0.001 0.0 50 3583 0.0 -88 0.02116771779879175 0.022090538545991436 10 TARGET 100 0.001 0.0 50 3583 0.0 -89 0.02117955853366089 0.022056790576739746 10 TARGET 100 0.001 0.0 50 3583 0.0 -90 0.021129357869978303 0.022116932792193962 10 TARGET 100 0.001 0.0 50 3583 0.0 -91 0.021171898577951823 0.022036104999256855 10 TARGET 100 0.001 0.0 50 3583 0.0 -92 0.02110617179486286 0.022015959758198624 10 TARGET 100 0.001 0.0 50 3583 0.0 -93 0.021073882025901717 0.022072047051606758 10 TARGET 100 0.001 0.0 50 3583 0.0 -94 0.021103327698779827 0.022031616306666172 10 TARGET 100 0.001 0.0 50 3583 0.0 -95 0.02103128430342634 0.02194553009714141 10 TARGET 100 0.001 0.0 50 3583 0.0 -96 0.021044281483800324 0.022034732963551174 10 TARGET 100 0.001 0.0 50 3583 0.0 -97 0.021050126012728272 0.022015773606571285 10 TARGET 100 0.001 0.0 50 3583 0.0 -98 0.02102993490168141 0.021990296684882858 10 TARGET 100 0.001 0.0 50 3583 0.0 -99 0.021014154521804867 0.021956070918928493 10 TARGET 100 0.001 0.0 50 3583 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_25bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_25bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index de5f4d014..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_25bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07050262500691895 0.04585834434538177 25 TARGET 100 0.001 0.1 50 2302 0.0 -1 0.04523976691543855 0.04074168272993781 25 TARGET 100 0.001 0.1 50 2302 0.0 -2 0.04098767864357943 0.037641634600180565 25 TARGET 100 0.001 0.1 50 2302 0.0 -3 0.03738982813677402 0.03468479165299372 25 TARGET 100 0.001 0.1 50 2302 0.0 -4 0.03497809445742606 0.03377326679500667 25 TARGET 100 0.001 0.1 50 2302 0.0 -5 0.03379135348078378 0.03244176450552362 25 TARGET 100 0.001 0.1 50 2302 0.0 -6 0.03273993708281104 0.031564993050062294 25 TARGET 100 0.001 0.1 50 2302 0.0 -7 0.031881888030153335 0.030630279783949707 25 TARGET 100 0.001 0.1 50 2302 0.0 -8 0.030884502248631582 0.029959262772039932 25 TARGET 100 0.001 0.1 50 2302 0.0 -9 0.030021131879051127 0.02923753403240081 25 TARGET 100 0.001 0.1 50 2302 0.0 -10 0.02962343153615893 0.02899375047083154 25 TARGET 100 0.001 0.1 50 2302 0.0 -11 0.029230348351928923 0.028549892658537083 25 TARGET 100 0.001 0.1 50 2302 0.0 -12 0.028524715986466567 0.02809639915711049 25 TARGET 100 0.001 0.1 50 2302 0.0 -13 0.028806963969987852 0.027822255947147354 25 TARGET 100 0.001 0.1 50 2302 0.0 -14 0.028064793681330753 0.027740710104505222 25 TARGET 100 0.001 0.1 50 2302 0.0 -15 0.027977146678651223 0.027499911572897072 25 TARGET 100 0.001 0.1 50 2302 0.0 -16 0.027902764660190253 0.02751073001347708 25 TARGET 100 0.001 0.1 50 2302 0.0 -17 0.027239642341179076 0.027089026615475163 25 TARGET 100 0.001 0.1 50 2302 0.0 -18 0.027401139984779086 0.027114087179528946 25 TARGET 100 0.001 0.1 50 2302 0.0 -19 0.02724891155017446 0.02682010708094546 25 TARGET 100 0.001 0.1 50 2302 0.0 -20 0.027137293119723547 0.026826813365473892 25 TARGET 100 0.001 0.1 50 2302 0.0 -21 0.027054464516640713 0.026596951270193764 25 TARGET 100 0.001 0.1 50 2302 0.0 -22 0.02695408863601861 0.026732436127283356 25 TARGET 100 0.001 0.1 50 2302 0.0 -23 0.02663764263807423 0.026582847998449295 25 TARGET 100 0.001 0.1 50 2302 0.0 -24 0.02623858679123599 0.02659858458421447 25 TARGET 100 0.001 0.1 50 2302 0.0 -25 0.026551315256767603 0.026424519689471432 25 TARGET 100 0.001 0.1 50 2302 0.0 -26 0.02625557646682166 0.026172997881517265 25 TARGET 100 0.001 0.1 50 2302 0.0 -27 0.02614257272383079 0.02638812391369632 25 TARGET 100 0.001 0.1 50 2302 0.0 -28 0.026239924841507115 0.026318818048545807 25 TARGET 100 0.001 0.1 50 2302 0.0 -29 0.025985807199219262 0.02631683001351176 25 TARGET 100 0.001 0.1 50 2302 0.0 -30 0.025770081962875845 0.026286414288210148 25 TARGET 100 0.001 0.1 50 2302 0.0 -31 0.025723741107592075 0.026207771914249115 25 TARGET 100 0.001 0.1 50 2302 0.0 -32 0.025752820460257505 0.026105459469060104 25 TARGET 100 0.001 0.1 50 2302 0.0 -33 0.025616181578474614 0.026109417674667908 25 TARGET 100 0.001 0.1 50 2302 0.0 -34 0.0256735505222622 0.026078249581835487 25 TARGET 100 0.001 0.1 50 2302 0.0 -35 0.02542384314391549 0.02603792452789617 25 TARGET 100 0.001 0.1 50 2302 0.0 -36 0.025581696898572974 0.02598483928225257 25 TARGET 100 0.001 0.1 50 2302 0.0 -37 0.02560422602752443 0.026019615092963883 25 TARGET 100 0.001 0.1 50 2302 0.0 -38 0.025084555738602424 0.026010515309418693 25 TARGET 100 0.001 0.1 50 2302 0.0 -39 0.02533924818565749 0.02582085251130841 25 TARGET 100 0.001 0.1 50 2302 0.0 -40 0.025167138569734314 0.025879380264968582 25 TARGET 100 0.001 0.1 50 2302 0.0 -41 0.024995579171035225 0.025770063286252094 25 TARGET 100 0.001 0.1 50 2302 0.0 -42 0.02469417918473482 0.02586943204655792 25 TARGET 100 0.001 0.1 50 2302 0.0 -43 0.02484670017065123 0.025693384930491447 25 TARGET 100 0.001 0.1 50 2302 0.0 -44 0.024847525723830418 0.02561567893082445 25 TARGET 100 0.001 0.1 50 2302 0.0 -45 0.02476605673568317 0.025666854372530273 25 TARGET 100 0.001 0.1 50 2302 0.0 -46 0.024547348545255886 0.02579288018133604 25 TARGET 100 0.001 0.1 50 2302 0.0 -47 0.02499896217676927 0.025720679172963806 25 TARGET 100 0.001 0.1 50 2302 0.0 -48 0.02457378938580904 0.025673446443044777 25 TARGET 100 0.001 0.1 50 2302 0.0 -49 0.024573787360104047 0.025758595290509136 25 TARGET 100 0.001 0.1 50 2302 0.0 -50 0.024917247683211206 0.025634499548962623 25 TARGET 100 0.001 0.1 50 2302 0.0 -51 0.024429189975715245 0.025707860251493526 25 TARGET 100 0.001 0.1 50 2302 0.0 -52 0.024714055477393797 0.025664809103490727 25 TARGET 100 0.001 0.1 50 2302 0.0 -53 0.024476997513537255 0.02552673722984213 25 TARGET 100 0.001 0.1 50 2302 0.0 -54 0.024684304349525808 0.025543059109512604 25 TARGET 100 0.001 0.1 50 2302 0.0 -55 0.024647775629804993 0.025592978930834568 25 TARGET 100 0.001 0.1 50 2302 0.0 -56 0.024355332501960123 0.02555689514812195 25 TARGET 100 0.001 0.1 50 2302 0.0 -57 0.024497017841347137 0.0256296315823089 25 TARGET 100 0.001 0.1 50 2302 0.0 -58 0.0243786606962733 0.025564382981621857 25 TARGET 100 0.001 0.1 50 2302 0.0 -59 0.024460378940207788 0.02546876265356938 25 TARGET 100 0.001 0.1 50 2302 0.0 -60 0.024194288509662706 0.025516309831855877 25 TARGET 100 0.001 0.1 50 2302 0.0 -61 0.024422593013405398 0.025633201482846882 25 TARGET 100 0.001 0.1 50 2302 0.0 -62 0.02424411988983351 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TARGET 100 0.001 0.1 50 2302 0.0 -75 0.024046647766924868 0.02540295238070416 25 TARGET 100 0.001 0.1 50 2302 0.0 -76 0.024241145885226502 0.02548522200209625 25 TARGET 100 0.001 0.1 50 2302 0.0 -77 0.023823591272161666 0.025372222771473003 25 TARGET 100 0.001 0.1 50 2302 0.0 -78 0.02429199001754976 0.02551030424056631 25 TARGET 100 0.001 0.1 50 2302 0.0 -79 0.02394938795993525 0.025480071393152077 25 TARGET 100 0.001 0.1 50 2302 0.0 -80 0.024226798531709094 0.02537065196895238 25 TARGET 100 0.001 0.1 50 2302 0.0 -81 0.02417747584494577 0.02542481520636515 25 TARGET 100 0.001 0.1 50 2302 0.0 -82 0.0239167241160115 0.02546384140397563 25 TARGET 100 0.001 0.1 50 2302 0.0 -83 0.023866800171156926 0.025389488024467773 25 TARGET 100 0.001 0.1 50 2302 0.0 -84 0.024012861359450553 0.02528706071616122 25 TARGET 100 0.001 0.1 50 2302 0.0 -85 0.02382441149140247 0.025326659056273373 25 TARGET 100 0.001 0.1 50 2302 0.0 -86 0.024119878288120133 0.02541879951163675 25 TARGET 100 0.001 0.1 50 2302 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0.02385530114700698 0.025277259308054592 25 TARGET 100 0.001 0.1 50 2302 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_25bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_25bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 493c71350..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_25bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08245118400113349 0.05847789798722123 25 TARGET 100 0.001 0.5 50 981 0.0 -1 0.05785030452691345 0.04611401649361307 25 TARGET 100 0.001 0.5 50 981 0.0 -2 0.05104693263041652 0.04354471239176663 25 TARGET 100 0.001 0.5 50 981 0.0 -3 0.04815685101831802 0.041840694788278954 25 TARGET 100 0.001 0.5 50 981 0.0 -4 0.046835469514733614 0.040523687546903435 25 TARGET 100 0.001 0.5 50 981 0.0 -5 0.04509420982665486 0.03908390873535113 25 TARGET 100 0.001 0.5 50 981 0.0 -6 0.04392174913576155 0.03840540580903039 25 TARGET 100 0.001 0.5 50 981 0.0 -7 0.04365088207402615 0.03854105745752653 25 TARGET 100 0.001 0.5 50 981 0.0 -8 0.04213726127313243 0.03657553412697532 25 TARGET 100 0.001 0.5 50 981 0.0 -9 0.040747238642940616 0.035574178070281494 25 TARGET 100 0.001 0.5 50 981 0.0 -10 0.04131170877126933 0.03604701217828375 25 TARGET 100 0.001 0.5 50 981 0.0 -11 0.040003356018953454 0.03488988367219766 25 TARGET 100 0.001 0.5 50 981 0.0 -12 0.03956432762220251 0.03484933479039958 25 TARGET 100 0.001 0.5 50 981 0.0 -13 0.03870902884036603 0.03426930624427217 25 TARGET 100 0.001 0.5 50 981 0.0 -14 0.03755791633317768 0.03355232095628074 25 TARGET 100 0.001 0.5 50 981 0.0 -15 0.03799450583128817 0.033445431258190765 25 TARGET 100 0.001 0.5 50 981 0.0 -16 0.03816131841679816 0.03268713616963589 25 TARGET 100 0.001 0.5 50 981 0.0 -17 0.036432953990418904 0.03256191990592263 25 TARGET 100 0.001 0.5 50 981 0.0 -18 0.03625741124353826 0.03209444220093163 25 TARGET 100 0.001 0.5 50 981 0.0 -19 0.03681341396262148 0.031996790997006676 25 TARGET 100 0.001 0.5 50 981 0.0 -20 0.0355798413895497 0.03189460684855779 25 TARGET 100 0.001 0.5 50 981 0.0 -21 0.03605009474938967 0.032349281069455726 25 TARGET 100 0.001 0.5 50 981 0.0 -22 0.035869454206139954 0.03145297018416 25 TARGET 100 0.001 0.5 50 981 0.0 -23 0.03596494427132687 0.03215776553208178 25 TARGET 100 0.001 0.5 50 981 0.0 -24 0.03571903913184649 0.03193305094133724 25 TARGET 100 0.001 0.5 50 981 0.0 -25 0.035571001413645165 0.031579260234579895 25 TARGET 100 0.001 0.5 50 981 0.0 -26 0.0346321485033541 0.031476543764724876 25 TARGET 100 0.001 0.5 50 981 0.0 -27 0.035724020221267486 0.031654235370682945 25 TARGET 100 0.001 0.5 50 981 0.0 -28 0.03509036350606467 0.03157066136147037 25 TARGET 100 0.001 0.5 50 981 0.0 -29 0.03481568487655835 0.031109320169145412 25 TARGET 100 0.001 0.5 50 981 0.0 -30 0.03507432477040724 0.030893930092905506 25 TARGET 100 0.001 0.5 50 981 0.0 -31 0.034923733503680034 0.031239628622477703 25 TARGET 100 0.001 0.5 50 981 0.0 -32 0.03428685639417332 0.030697849663821133 25 TARGET 100 0.001 0.5 50 981 0.0 -33 0.03414561641512295 0.030854837122288616 25 TARGET 100 0.001 0.5 50 981 0.0 -34 0.03477442090521858 0.03111270225296418 25 TARGET 100 0.001 0.5 50 981 0.0 -35 0.03387970344699694 0.030572785205687538 25 TARGET 100 0.001 0.5 50 981 0.0 -36 0.034065264568786426 0.030540356553639427 25 TARGET 100 0.001 0.5 50 981 0.0 -37 0.03390351858817869 0.03096159462901679 25 TARGET 100 0.001 0.5 50 981 0.0 -38 0.034257178166598984 0.030327750821456764 25 TARGET 100 0.001 0.5 50 981 0.0 -39 0.03438588740736848 0.030440708932777245 25 TARGET 100 0.001 0.5 50 981 0.0 -40 0.033449960863123636 0.030259735825838463 25 TARGET 100 0.001 0.5 50 981 0.0 -41 0.0339679471201417 0.029738089351943046 25 TARGET 100 0.001 0.5 50 981 0.0 -42 0.033179109684044264 0.029912039919784576 25 TARGET 100 0.001 0.5 50 981 0.0 -43 0.033513816007685784 0.029825556289517517 25 TARGET 100 0.001 0.5 50 981 0.0 -44 0.033761910962486506 0.029704315446768745 25 TARGET 100 0.001 0.5 50 981 0.0 -45 0.033534164114005435 0.029522559210432297 25 TARGET 100 0.001 0.5 50 981 0.0 -46 0.03313781848798195 0.029371424183023697 25 TARGET 100 0.001 0.5 50 981 0.0 -47 0.0334798562707323 0.02944128393110904 25 TARGET 100 0.001 0.5 50 981 0.0 -48 0.03281456958627962 0.029475180940194565 25 TARGET 100 0.001 0.5 50 981 0.0 -49 0.03310545977606416 0.02965234084562822 25 TARGET 100 0.001 0.5 50 981 0.0 -50 0.032693891971049084 0.029563262212005528 25 TARGET 100 0.001 0.5 50 981 0.0 -51 0.032962645977886035 0.029533035065414326 25 TARGET 100 0.001 0.5 50 981 0.0 -52 0.03246327621003092 0.02955520587662856 25 TARGET 100 0.001 0.5 50 981 0.0 -53 0.03265092282019781 0.029312126620700867 25 TARGET 100 0.001 0.5 50 981 0.0 -54 0.032663865761223064 0.02936743137737115 25 TARGET 100 0.001 0.5 50 981 0.0 -55 0.033053241293839734 0.029521236563044968 25 TARGET 100 0.001 0.5 50 981 0.0 -56 0.03319104909520559 0.02948954122874773 25 TARGET 100 0.001 0.5 50 981 0.0 -57 0.03290610329909658 0.02925192073664882 25 TARGET 100 0.001 0.5 50 981 0.0 -58 0.032535773723916174 0.029318104074759918 25 TARGET 100 0.001 0.5 50 981 0.0 -59 0.0333174551532977 0.029659857070355705 25 TARGET 100 0.001 0.5 50 981 0.0 -60 0.0323313519653397 0.029303060646987324 25 TARGET 100 0.001 0.5 50 981 0.0 -61 0.03316744101180472 0.029125573706220497 25 TARGET 100 0.001 0.5 50 981 0.0 -62 0.03224085724163136 0.029251865675729332 25 TARGET 100 0.001 0.5 50 981 0.0 -63 0.03260963729987241 0.02933659285984256 25 TARGET 100 0.001 0.5 50 981 0.0 -64 0.03237715505239137 0.029262228360907597 25 TARGET 100 0.001 0.5 50 981 0.0 -65 0.032589107030620075 0.029006893407892097 25 TARGET 100 0.001 0.5 50 981 0.0 -66 0.03261083069097514 0.029064203499618805 25 TARGET 100 0.001 0.5 50 981 0.0 -67 0.03197393960535827 0.028987394589366333 25 TARGET 100 0.001 0.5 50 981 0.0 -68 0.03169435792310973 0.02905866221496553 25 TARGET 100 0.001 0.5 50 981 0.0 -69 0.03203888680873696 0.028790710070593792 25 TARGET 100 0.001 0.5 50 981 0.0 -70 0.03276479408546329 0.029055159792981365 25 TARGET 100 0.001 0.5 50 981 0.0 -71 0.03228834393098699 0.028936820640934235 25 TARGET 100 0.001 0.5 50 981 0.0 -72 0.03262976854287013 0.02958689889673031 25 TARGET 100 0.001 0.5 50 981 0.0 -73 0.03163114457268908 0.02908063925464045 25 TARGET 100 0.001 0.5 50 981 0.0 -74 0.0326822476323556 0.029061733434597652 25 TARGET 100 0.001 0.5 50 981 0.0 -75 0.03235634822737087 0.029040194088310906 25 TARGET 100 0.001 0.5 50 981 0.0 -76 0.03185229628701202 0.028919696525642365 25 TARGET 100 0.001 0.5 50 981 0.0 -77 0.03230198335391705 0.02879696282925028 25 TARGET 100 0.001 0.5 50 981 0.0 -78 0.03206296881930495 0.028718759333997063 25 TARGET 100 0.001 0.5 50 981 0.0 -79 0.03140036146523374 0.029002574724004124 25 TARGET 100 0.001 0.5 50 981 0.0 -80 0.031559301907140194 0.02875303127097361 25 TARGET 100 0.001 0.5 50 981 0.0 -81 0.03231687823730687 0.0291299954282515 25 TARGET 100 0.001 0.5 50 981 0.0 -82 0.031848643392148844 0.02892576688618371 25 TARGET 100 0.001 0.5 50 981 0.0 -83 0.03142736609147153 0.028808431107212196 25 TARGET 100 0.001 0.5 50 981 0.0 -84 0.03223707009834372 0.028558558530428192 25 TARGET 100 0.001 0.5 50 981 0.0 -85 0.03142325832862846 0.028604253928995495 25 TARGET 100 0.001 0.5 50 981 0.0 -86 0.03195328368908829 0.02890413285543521 25 TARGET 100 0.001 0.5 50 981 0.0 -87 0.03153859015855223 0.029147807395819462 25 TARGET 100 0.001 0.5 50 981 0.0 -88 0.03151101282537485 0.028911168771711262 25 TARGET 100 0.001 0.5 50 981 0.0 -89 0.03191073203729058 0.029189675256158367 25 TARGET 100 0.001 0.5 50 981 0.0 -90 0.03199528222934967 0.02866931474118522 25 TARGET 100 0.001 0.5 50 981 0.0 -91 0.03171323677242705 0.02877260527263085 25 TARGET 100 0.001 0.5 50 981 0.0 -92 0.03192165968093005 0.028860794267419613 25 TARGET 100 0.001 0.5 50 981 0.0 -93 0.03182987914254469 0.02877736644762935 25 TARGET 100 0.001 0.5 50 981 0.0 -94 0.03205885192824634 0.02888975997991634 25 TARGET 100 0.001 0.5 50 981 0.0 -95 0.03204455147952042 0.029125611721114678 25 TARGET 100 0.001 0.5 50 981 0.0 -96 0.03166834395127967 0.029071857926971985 25 TARGET 100 0.001 0.5 50 981 0.0 -97 0.03197495755974693 0.028469619200085148 25 TARGET 100 0.001 0.5 50 981 0.0 -98 0.03177277090009114 0.028691247641814476 25 TARGET 100 0.001 0.5 50 981 0.0 -99 0.03165425049134778 0.02887581362191475 25 TARGET 100 0.001 0.5 50 981 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_25bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_25bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index b2a1659e2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_25bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.06416036006728006 0.04474128889992381 25 TARGET 100 0.001 0.0 50 1572 0.0 -1 0.04190795846684814 0.039059408234827446 25 TARGET 100 0.001 0.0 50 1572 0.0 -2 0.036406978663772044 0.034350217574022034 25 TARGET 100 0.001 0.0 50 1572 0.0 -3 0.03346676033567198 0.03213072359336145 25 TARGET 100 0.001 0.0 50 1572 0.0 -4 0.031621601457648 0.030739924193105915 25 TARGET 100 0.001 0.0 50 1572 0.0 -5 0.030355580301597865 0.0298426364915389 25 TARGET 100 0.001 0.0 50 1572 0.0 -6 0.029339944169251404 0.029044331390072 25 TARGET 100 0.001 0.0 50 1572 0.0 -7 0.028358770089117365 0.028238786130466244 25 TARGET 100 0.001 0.0 50 1572 0.0 -8 0.02752737449137149 0.027584334553191155 25 TARGET 100 0.001 0.0 50 1572 0.0 -9 0.026809621423558153 0.02709579411329645 25 TARGET 100 0.001 0.0 50 1572 0.0 -10 0.026250102046112018 0.026577857322990894 25 TARGET 100 0.001 0.0 50 1572 0.0 -11 0.025777416131286708 0.026359883334600563 25 TARGET 100 0.001 0.0 50 1572 0.0 -12 0.025343858894048516 0.026029043012496197 25 TARGET 100 0.001 0.0 50 1572 0.0 -13 0.024962552199108833 0.025751552600978 25 TARGET 100 0.001 0.0 50 1572 0.0 -14 0.024606439137599283 0.025573863534990585 25 TARGET 100 0.001 0.0 50 1572 0.0 -15 0.02436371548383525 0.025501117025586693 25 TARGET 100 0.001 0.0 50 1572 0.0 -16 0.02412327227844333 0.02526910588935469 25 TARGET 100 0.001 0.0 50 1572 0.0 -17 0.023916040007840304 0.02511355464318485 25 TARGET 100 0.001 0.0 50 1572 0.0 -18 0.023734465219481825 0.024936115453866394 25 TARGET 100 0.001 0.0 50 1572 0.0 -19 0.023540861594180267 0.02486150466244329 25 TARGET 100 0.001 0.0 50 1572 0.0 -20 0.023382213678499464 0.024715238561232884 25 TARGET 100 0.001 0.0 50 1572 0.0 -21 0.023250812278928782 0.024665389040654354 25 TARGET 100 0.001 0.0 50 1572 0.0 -22 0.023104835311044947 0.024612269223187908 25 TARGET 100 0.001 0.0 50 1572 0.0 -23 0.023012169144470684 0.024518231720183834 25 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0.0405942943285812 0.037638824094425545 50 TARGET 100 0.001 0.1 50 8906 0.0 -4 0.037845855309104275 0.03555479837637959 50 TARGET 100 0.001 0.1 50 8906 0.0 -5 0.036020784441268806 0.03402159848448002 50 TARGET 100 0.001 0.1 50 8906 0.0 -6 0.0345339271983113 0.0327317195408272 50 TARGET 100 0.001 0.1 50 8906 0.0 -7 0.033650429561884715 0.03186050350918914 50 TARGET 100 0.001 0.1 50 8906 0.0 -8 0.03280426984533718 0.031077396463264118 50 TARGET 100 0.001 0.1 50 8906 0.0 -9 0.03204061213241081 0.030426661681496735 50 TARGET 100 0.001 0.1 50 8906 0.0 -10 0.03093505630062686 0.030000764142834778 50 TARGET 100 0.001 0.1 50 8906 0.0 -11 0.03071245092033136 0.02945004499545603 50 TARGET 100 0.001 0.1 50 8906 0.0 -12 0.030186169332376233 0.02905190736055374 50 TARGET 100 0.001 0.1 50 8906 0.0 -13 0.029589103283956395 0.028629226835839676 50 TARGET 100 0.001 0.1 50 8906 0.0 -14 0.029088503333053205 0.028240612397591274 50 TARGET 100 0.001 0.1 50 8906 0.0 -15 0.028592673597562596 0.027810065978855797 50 TARGET 100 0.001 0.1 50 8906 0.0 -16 0.028454447278019154 0.027405170554464512 50 TARGET 100 0.001 0.1 50 8906 0.0 -17 0.028083542349312443 0.02713386251619368 50 TARGET 100 0.001 0.1 50 8906 0.0 -18 0.02764720759458012 0.026938874726042603 50 TARGET 100 0.001 0.1 50 8906 0.0 -19 0.0273692897499009 0.026643215932629326 50 TARGET 100 0.001 0.1 50 8906 0.0 -20 0.02728220042129759 0.026440801098942757 50 TARGET 100 0.001 0.1 50 8906 0.0 -21 0.026872451414012347 0.026220796008904774 50 TARGET 100 0.001 0.1 50 8906 0.0 -22 0.02705758958678655 0.026136288645141052 50 TARGET 100 0.001 0.1 50 8906 0.0 -23 0.0267569876592669 0.025976314237623505 50 TARGET 100 0.001 0.1 50 8906 0.0 -24 0.02635448431652604 0.025948655086033272 50 TARGET 100 0.001 0.1 50 8906 0.0 -25 0.026457011542888202 0.025742482845530365 50 TARGET 100 0.001 0.1 50 8906 0.0 -26 0.026531280686307435 0.025729256597432224 50 TARGET 100 0.001 0.1 50 8906 0.0 -27 0.02614314675406374 0.025570180267095566 50 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0.024639876528019054 0.024411756375973873 50 TARGET 100 0.001 0.1 50 8906 0.0 -53 0.024350021617731664 0.024364066169117436 50 TARGET 100 0.001 0.1 50 8906 0.0 -54 0.02434202202090912 0.024423255444024548 50 TARGET 100 0.001 0.1 50 8906 0.0 -55 0.024337006977411233 0.024328467069250164 50 TARGET 100 0.001 0.1 50 8906 0.0 -56 0.024237297105317565 0.024312191783930317 50 TARGET 100 0.001 0.1 50 8906 0.0 -57 0.024301050174416916 0.02428081005134366 50 TARGET 100 0.001 0.1 50 8906 0.0 -58 0.0245916083304569 0.024379952161601097 50 TARGET 100 0.001 0.1 50 8906 0.0 -59 0.024349306249106775 0.024273952807892452 50 TARGET 100 0.001 0.1 50 8906 0.0 -60 0.024305179708885023 0.024322093944206383 50 TARGET 100 0.001 0.1 50 8906 0.0 -61 0.024208486218143394 0.024178543212738903 50 TARGET 100 0.001 0.1 50 8906 0.0 -62 0.02422999147865106 0.024181398196202335 50 TARGET 100 0.001 0.1 50 8906 0.0 -63 0.024070451105082477 0.024207902338468666 50 TARGET 100 0.001 0.1 50 8906 0.0 -64 0.024127731225155418 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_50bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_50bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 3de685fbb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_50bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09034494957839599 0.06984677436676892 50 TARGET 100 0.001 0.5 50 4745 0.0 -1 0.07064133526299538 0.05367364226417108 50 TARGET 100 0.001 0.5 50 4745 0.0 -2 0.058087594593915874 0.04704816797465989 50 TARGET 100 0.001 0.5 50 4745 0.0 -3 0.052737077817270654 0.0444604442878203 50 TARGET 100 0.001 0.5 50 4745 0.0 -4 0.05044270432256288 0.043471949795881905 50 TARGET 100 0.001 0.5 50 4745 0.0 -5 0.04862258353769177 0.04262285103852099 50 TARGET 100 0.001 0.5 50 4745 0.0 -6 0.04707836453812291 0.0422332508094383 50 TARGET 100 0.001 0.5 50 4745 0.0 -7 0.04583252149850431 0.04106586370052713 50 TARGET 100 0.001 0.5 50 4745 0.0 -8 0.04407172262518093 0.04108952990535534 50 TARGET 100 0.001 0.5 50 4745 0.0 -9 0.04520397951907983 0.040542474750316505 50 TARGET 100 0.001 0.5 50 4745 0.0 -10 0.04422023968915345 0.03984724696386944 50 TARGET 100 0.001 0.5 50 4745 0.0 -11 0.042904748371253514 0.039614624259146775 50 TARGET 100 0.001 0.5 50 4745 0.0 -12 0.04292749505653125 0.03956310800982244 50 TARGET 100 0.001 0.5 50 4745 0.0 -13 0.04313649848003179 0.03877712424957391 50 TARGET 100 0.001 0.5 50 4745 0.0 -14 0.04188797357006105 0.038668440598430054 50 TARGET 100 0.001 0.5 50 4745 0.0 -15 0.04227263012568557 0.038025669189113556 50 TARGET 100 0.001 0.5 50 4745 0.0 -16 0.041400648051440114 0.03780626720099738 50 TARGET 100 0.001 0.5 50 4745 0.0 -17 0.04125884820014138 0.03743034217393759 50 TARGET 100 0.001 0.5 50 4745 0.0 -18 0.04130964297236818 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0.03170016893383228 50 TARGET 100 0.001 0.5 50 4745 0.0 -56 0.03280019018836696 0.03170424078901609 50 TARGET 100 0.001 0.5 50 4745 0.0 -57 0.03264508783340655 0.03174560167121165 50 TARGET 100 0.001 0.5 50 4745 0.0 -58 0.03304347744594118 0.03160049100265359 50 TARGET 100 0.001 0.5 50 4745 0.0 -59 0.032552698733730345 0.031699768634456574 50 TARGET 100 0.001 0.5 50 4745 0.0 -60 0.03257374923287417 0.03132507238875736 50 TARGET 100 0.001 0.5 50 4745 0.0 -61 0.032836729616729496 0.03166943280534311 50 TARGET 100 0.001 0.5 50 4745 0.0 -62 0.033033789659188656 0.03172249301816478 50 TARGET 100 0.001 0.5 50 4745 0.0 -63 0.032817385595304394 0.03158961191321864 50 TARGET 100 0.001 0.5 50 4745 0.0 -64 0.03288624638860876 0.031414326167467865 50 TARGET 100 0.001 0.5 50 4745 0.0 -65 0.03293096977803442 0.03154136263059847 50 TARGET 100 0.001 0.5 50 4745 0.0 -66 0.03289645177748067 0.03123916324340936 50 TARGET 100 0.001 0.5 50 4745 0.0 -67 0.03269383841216163 0.031438766329577476 50 TARGET 100 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0.03206935058338473 0.031082211908969013 50 TARGET 100 0.001 0.5 50 4745 0.0 -81 0.0321747320343549 0.031057003941951378 50 TARGET 100 0.001 0.5 50 4745 0.0 -82 0.031845808599884264 0.03129290066885226 50 TARGET 100 0.001 0.5 50 4745 0.0 -83 0.032325293906409334 0.03147286007350141 50 TARGET 100 0.001 0.5 50 4745 0.0 -84 0.03256334032022993 0.030957233330065555 50 TARGET 100 0.001 0.5 50 4745 0.0 -85 0.03189144369453092 0.03117617118087682 50 TARGET 100 0.001 0.5 50 4745 0.0 -86 0.032061451456512666 0.03105659517600681 50 TARGET 100 0.001 0.5 50 4745 0.0 -87 0.031870632755385105 0.03102882725722862 50 TARGET 100 0.001 0.5 50 4745 0.0 -88 0.03229758285788775 0.03105942126024853 50 TARGET 100 0.001 0.5 50 4745 0.0 -89 0.03246063325140211 0.030940847753575355 50 TARGET 100 0.001 0.5 50 4745 0.0 -90 0.03220517550805201 0.030981523182355995 50 TARGET 100 0.001 0.5 50 4745 0.0 -91 0.03255109103891986 0.03116475519808856 50 TARGET 100 0.001 0.5 50 4745 0.0 -92 0.03235178805812441 0.03096810474314473 50 TARGET 100 0.001 0.5 50 4745 0.0 -93 0.03217331307504313 0.03135577690872279 50 TARGET 100 0.001 0.5 50 4745 0.0 -94 0.032210738156680706 0.03119605565161416 50 TARGET 100 0.001 0.5 50 4745 0.0 -95 0.03233818438292955 0.03090992507835229 50 TARGET 100 0.001 0.5 50 4745 0.0 -96 0.03192756560816107 0.031197315364172966 50 TARGET 100 0.001 0.5 50 4745 0.0 -97 0.032127489922223265 0.031038335665608898 50 TARGET 100 0.001 0.5 50 4745 0.0 -98 0.03145786289514516 0.031130779083027985 50 TARGET 100 0.001 0.5 50 4745 0.0 -99 0.03230334388763214 0.03103106531004111 50 TARGET 100 0.001 0.5 50 4745 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_50bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_50bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index f549fab9f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_50z_0.001lr_50bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07686429350364088 0.054654151539910927 50 TARGET 100 0.001 0.0 50 4425 0.0 -1 0.047684622094386356 0.044280132786794144 50 TARGET 100 0.001 0.0 50 4425 0.0 -2 0.04279908782454452 0.04143423508062507 50 TARGET 100 0.001 0.0 50 4425 0.0 -3 0.039706382599442896 0.03834698970119158 50 TARGET 100 0.001 0.0 50 4425 0.0 -4 0.03659717981963848 0.035120639611374245 50 TARGET 100 0.001 0.0 50 4425 0.0 -5 0.034257687446394756 0.03370768599437945 50 TARGET 100 0.001 0.0 50 4425 0.0 -6 0.03293176165935568 0.032630321428631294 50 TARGET 100 0.001 0.0 50 4425 0.0 -7 0.03195731800915015 0.03179970146580176 50 TARGET 100 0.001 0.0 50 4425 0.0 -8 0.031185958879413427 0.031128791697097546 50 TARGET 100 0.001 0.0 50 4425 0.0 -9 0.03049928389539823 0.030562954249255585 50 TARGET 100 0.001 0.0 50 4425 0.0 -10 0.029860721844615357 0.03005337037823417 50 TARGET 100 0.001 0.0 50 4425 0.0 -11 0.029336550389024545 0.02947726642543619 50 TARGET 100 0.001 0.0 50 4425 0.0 -12 0.028768617509290426 0.029004707593809475 50 TARGET 100 0.001 0.0 50 4425 0.0 -13 0.028199247708575494 0.028434286119811462 50 TARGET 100 0.001 0.0 50 4425 0.0 -14 0.027683593088177718 0.027966574850407513 50 TARGET 100 0.001 0.0 50 4425 0.0 -15 0.027209380585135834 0.027503993757294887 50 TARGET 100 0.001 0.0 50 4425 0.0 -16 0.026776764623394317 0.02716515382582491 50 TARGET 100 0.001 0.0 50 4425 0.0 -17 0.026391858316531486 0.026817554156437065 50 TARGET 100 0.001 0.0 50 4425 0.0 -18 0.026048600184496003 0.026545396018208878 50 TARGET 100 0.001 0.0 50 4425 0.0 -19 0.02575503379382469 0.02633173368645437 50 TARGET 100 0.001 0.0 50 4425 0.0 -20 0.02547723677021887 0.026118704936269558 50 TARGET 100 0.001 0.0 50 4425 0.0 -21 0.025250719000996163 0.02594460496170954 50 TARGET 100 0.001 0.0 50 4425 0.0 -22 0.025008957707621033 0.025771619356942898 50 TARGET 100 0.001 0.0 50 4425 0.0 -23 0.02482232326635407 0.025643731100541172 50 TARGET 100 0.001 0.0 50 4425 0.0 -24 0.0246402542686924 0.025518518957224758 50 TARGET 100 0.001 0.0 50 4425 0.0 -25 0.02445504958631615 0.02540863361774069 50 TARGET 100 0.001 0.0 50 4425 0.0 -26 0.024293457763112754 0.025297386515321152 50 TARGET 100 0.001 0.0 50 4425 0.0 -27 0.02415238630014036 0.02517136259738243 50 TARGET 100 0.001 0.0 50 4425 0.0 -28 0.02401426238845093 0.025098119100386448 50 TARGET 100 0.001 0.0 50 4425 0.0 -29 0.023884427442093088 0.024967950571215515 50 TARGET 100 0.001 0.0 50 4425 0.0 -30 0.023722285097496278 0.02489371332481052 50 TARGET 100 0.001 0.0 50 4425 0.0 -31 0.023606116980665462 0.024808996159470444 50 TARGET 100 0.001 0.0 50 4425 0.0 -32 0.023485373310518986 0.024751518147461342 50 TARGET 100 0.001 0.0 50 4425 0.0 -33 0.023371425397719196 0.024673537774519486 50 TARGET 100 0.001 0.0 50 4425 0.0 -34 0.023270108244736187 0.02458239465274594 50 TARGET 100 0.001 0.0 50 4425 0.0 -35 0.023161846172277775 0.02448846140142643 50 TARGET 100 0.001 0.0 50 4425 0.0 -36 0.023077605781380576 0.024487368988268303 50 TARGET 100 0.001 0.0 50 4425 0.0 -37 0.022996612702204725 0.024384930165428104 50 TARGET 100 0.001 0.0 50 4425 0.0 -38 0.022894499346814572 0.02434277128089558 50 TARGET 100 0.001 0.0 50 4425 0.0 -39 0.022783334501815165 0.02425498611321955 50 TARGET 100 0.001 0.0 50 4425 0.0 -40 0.02271208139481368 0.024149569767442616 50 TARGET 100 0.001 0.0 50 4425 0.0 -41 0.02261035291082931 0.024130162077419685 50 TARGET 100 0.001 0.0 50 4425 0.0 -42 0.022548692200571197 0.024082848124883392 50 TARGET 100 0.001 0.0 50 4425 0.0 -43 0.022472888049403023 0.024014705171187718 50 TARGET 100 0.001 0.0 50 4425 0.0 -44 0.02239284741532321 0.023937323046001522 50 TARGET 100 0.001 0.0 50 4425 0.0 -45 0.02232169553712763 0.023935633965513924 50 TARGET 100 0.001 0.0 50 4425 0.0 -46 0.022260341504808226 0.023910845996755543 50 TARGET 100 0.001 0.0 50 4425 0.0 -47 0.022210311571054586 0.023848902998548565 50 TARGET 100 0.001 0.0 50 4425 0.0 -48 0.022136162452224127 0.02381343716247515 50 TARGET 100 0.001 0.0 50 4425 0.0 -49 0.022088087499392554 0.02376080597891952 50 TARGET 100 0.001 0.0 50 4425 0.0 -50 0.02202441324464199 0.023741528843388413 50 TARGET 100 0.001 0.0 50 4425 0.0 -51 0.021962703252681577 0.023743067106062717 50 TARGET 100 0.001 0.0 50 4425 0.0 -52 0.021930828834774117 0.023682588146943035 50 TARGET 100 0.001 0.0 50 4425 0.0 -53 0.0218810223055508 0.023632078233993416 50 TARGET 100 0.001 0.0 50 4425 0.0 -54 0.02183679910847033 0.023617948772329273 50 TARGET 100 0.001 0.0 50 4425 0.0 -55 0.02179561175957874 0.02358576316725124 50 TARGET 100 0.001 0.0 50 4425 0.0 -56 0.0217471186209608 0.02358249586188432 50 TARGET 100 0.001 0.0 50 4425 0.0 -57 0.02171497300944545 0.023551817814057522 50 TARGET 100 0.001 0.0 50 4425 0.0 -58 0.021678861663347544 0.02353238940916278 50 TARGET 100 0.001 0.0 50 4425 0.0 -59 0.021613302537136607 0.023484440463961975 50 TARGET 100 0.001 0.0 50 4425 0.0 -60 0.021590276467629555 0.0234638691851587 50 TARGET 100 0.001 0.0 50 4425 0.0 -61 0.02156630396115459 0.0234716675724044 50 TARGET 100 0.001 0.0 50 4425 0.0 -62 0.02152281206866306 0.02345419725911184 50 TARGET 100 0.001 0.0 50 4425 0.0 -63 0.021504119414873797 0.023429451284535004 50 TARGET 100 0.001 0.0 50 4425 0.0 -64 0.021472409323660614 0.023390818217938595 50 TARGET 100 0.001 0.0 50 4425 0.0 -65 0.021439437142977812 0.023435988773902256 50 TARGET 100 0.001 0.0 50 4425 0.0 -66 0.02144444238407042 0.023422514455336513 50 TARGET 100 0.001 0.0 50 4425 0.0 -67 0.021406042969688423 0.023405301187074547 50 TARGET 100 0.001 0.0 50 4425 0.0 -68 0.021377079884963807 0.02334119983468995 50 TARGET 100 0.001 0.0 50 4425 0.0 -69 0.021357343347134815 0.023357555157307423 50 TARGET 100 0.001 0.0 50 4425 0.0 -70 0.02133660609849575 0.02337479760701006 50 TARGET 100 0.001 0.0 50 4425 0.0 -71 0.021323119500269393 0.02333896528139259 50 TARGET 100 0.001 0.0 50 4425 0.0 -72 0.02127369799924017 0.023302742421175495 50 TARGET 100 0.001 0.0 50 4425 0.0 -73 0.021268637907324417 0.023296010087836872 50 TARGET 100 0.001 0.0 50 4425 0.0 -74 0.02125143361989697 0.02329559460508101 50 TARGET 100 0.001 0.0 50 4425 0.0 -75 0.021247841430332523 0.02328603793725823 50 TARGET 100 0.001 0.0 50 4425 0.0 -76 0.02120057061339669 0.023251602651946472 50 TARGET 100 0.001 0.0 50 4425 0.0 -77 0.021153544505387045 0.0232677310140747 50 TARGET 100 0.001 0.0 50 4425 0.0 -78 0.02114771751793547 0.023206788877194576 50 TARGET 100 0.001 0.0 50 4425 0.0 -79 0.021125864902329365 0.02323560704561797 50 TARGET 100 0.001 0.0 50 4425 0.0 -80 0.021106084582932068 0.02322378641728199 50 TARGET 100 0.001 0.0 50 4425 0.0 -81 0.02106756349454825 0.02314713704540874 50 TARGET 100 0.001 0.0 50 4425 0.0 -82 0.021043073247980187 0.023194470245278244 50 TARGET 100 0.001 0.0 50 4425 0.0 -83 0.02103180457094703 0.023171529230294807 50 TARGET 100 0.001 0.0 50 4425 0.0 -84 0.020998885472515216 0.023153435777534138 50 TARGET 100 0.001 0.0 50 4425 0.0 -85 0.02097610297678697 0.0231171575459567 50 TARGET 100 0.001 0.0 50 4425 0.0 -86 0.020957089803786792 0.023138751529834488 50 TARGET 100 0.001 0.0 50 4425 0.0 -87 0.02095992729594611 0.023125930322390614 50 TARGET 100 0.001 0.0 50 4425 0.0 -88 0.020922472819635763 0.023109296788320396 50 TARGET 100 0.001 0.0 50 4425 0.0 -89 0.02092349871064878 0.023096558383919975 50 TARGET 100 0.001 0.0 50 4425 0.0 -90 0.020926802622950838 0.023123159327290276 50 TARGET 100 0.001 0.0 50 4425 0.0 -91 0.020919621875039256 0.02311050000064301 50 TARGET 100 0.001 0.0 50 4425 0.0 -92 0.020918682317942482 0.023107120597904377 50 TARGET 100 0.001 0.0 50 4425 0.0 -93 0.020869691263545643 0.023135800535480183 50 TARGET 100 0.001 0.0 50 4425 0.0 -94 0.020873443333287833 0.02310712104945472 50 TARGET 100 0.001 0.0 50 4425 0.0 -95 0.020843834042398618 0.023045302001815853 50 TARGET 100 0.001 0.0 50 4425 0.0 -96 0.020825835898117186 0.02307502163404768 50 TARGET 100 0.001 0.0 50 4425 0.0 -97 0.020825134558910472 0.023045270731954864 50 TARGET 100 0.001 0.0 50 4425 0.0 -98 0.020812831110374293 0.02306097847494212 50 TARGET 100 0.001 0.0 50 4425 0.0 -99 0.020808901782037835 0.023084037909002014 50 TARGET 100 0.001 0.0 50 4425 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.00001lr_10bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.00001lr_10bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 374851b0c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.00001lr_10bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09661552116826728 0.09544776650992307 10 TARGET 100 1e-05 0.1 5 6516 0.0 -1 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.00001lr_50bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.00001lr_50bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index bbc11177c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.00001lr_50bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09700446513164726 0.0919234398188013 50 TARGET 100 1e-05 0.1 5 2730 0.0 -1 0.09697821899395599 0.09189862012863159 50 TARGET 100 1e-05 0.1 5 2730 0.0 -2 0.096950236168574 0.09186553142287514 50 TARGET 100 1e-05 0.1 5 2730 0.0 -3 0.09691222418438304 0.09181804638920409 50 TARGET 100 1e-05 0.1 5 2730 0.0 -4 0.09685739636521548 0.09175190306974179 50 TARGET 100 1e-05 0.1 5 2730 0.0 -5 0.09678067583026308 0.0916644734415141 50 TARGET 100 1e-05 0.1 5 2730 0.0 -6 0.09668473766407983 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0.07846228309251645 0.0730409746368726 50 TARGET 100 1e-05 0.1 5 2730 0.0 -58 0.07806402740855811 0.07272925905205986 50 TARGET 100 1e-05 0.1 5 2730 0.0 -59 0.07772140081984427 0.07242493060502139 50 TARGET 100 1e-05 0.1 5 2730 0.0 -60 0.07735508028104249 0.07212710922414606 50 TARGET 100 1e-05 0.1 5 2730 0.0 -61 0.07726813448900326 0.07183191880132213 50 TARGET 100 1e-05 0.1 5 2730 0.0 -62 0.07671773935407902 0.07154298438267274 50 TARGET 100 1e-05 0.1 5 2730 0.0 -63 0.07664233468698733 0.07125725348790486 50 TARGET 100 1e-05 0.1 5 2730 0.0 -64 0.0762340590257436 0.07097542624581944 50 TARGET 100 1e-05 0.1 5 2730 0.0 -65 0.07584991885556115 0.07069706036285921 50 TARGET 100 1e-05 0.1 5 2730 0.0 -66 0.0757068646726785 0.07042824770465042 50 TARGET 100 1e-05 0.1 5 2730 0.0 -67 0.07523207509457464 0.07016335834156383 50 TARGET 100 1e-05 0.1 5 2730 0.0 -68 0.07514108717441559 0.06990068225246487 50 TARGET 100 1e-05 0.1 5 2730 0.0 -69 0.07485495159019927 0.06964330420349583 50 TARGET 100 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-95 0.06901344383505459 0.06402585519985719 50 TARGET 100 1e-05 0.1 5 2730 0.0 -96 0.06894839908739533 0.0638338616400054 50 TARGET 100 1e-05 0.1 5 2730 0.0 -97 0.0685938154707854 0.06364089318297127 50 TARGET 100 1e-05 0.1 5 2730 0.0 -98 0.06851727385011185 0.06344819701079166 50 TARGET 100 1e-05 0.1 5 2730 0.0 -99 0.06836401003880131 0.06325865175687906 50 TARGET 100 1e-05 0.1 5 2730 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.00001lr_50bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.00001lr_50bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 66e96097e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.00001lr_50bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.0967877085261072 0.09420870244503021 50 TARGET 100 1e-05 0.5 5 9017 0.0 -1 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100 1e-05 0.5 5 9017 0.0 -90 0.07738401432230015 0.06784213943914934 50 TARGET 100 1e-05 0.5 5 9017 0.0 -91 0.07692313580601304 0.06764021425536185 50 TARGET 100 1e-05 0.5 5 9017 0.0 -92 0.07637338551005932 0.06747969081907561 50 TARGET 100 1e-05 0.5 5 9017 0.0 -93 0.07673230664396928 0.06732508156335715 50 TARGET 100 1e-05 0.5 5 9017 0.0 -94 0.07625475555959374 0.06717719182823643 50 TARGET 100 1e-05 0.5 5 9017 0.0 -95 0.07628661474394878 0.06699941510503943 50 TARGET 100 1e-05 0.5 5 9017 0.0 -96 0.07634692992826905 0.06679040690263112 50 TARGET 100 1e-05 0.5 5 9017 0.0 -97 0.07589756780200535 0.0666120248762044 50 TARGET 100 1e-05 0.5 5 9017 0.0 -98 0.07534970767068541 0.06647066975181753 50 TARGET 100 1e-05 0.5 5 9017 0.0 -99 0.07484714493707374 0.06633523445237767 50 TARGET 100 1e-05 0.5 5 9017 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.00001lr_50bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.00001lr_50bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index cf088c54f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.00001lr_50bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09678515962478688 0.09413815809018684 50 TARGET 100 1e-05 0.0 5 2146 0.0 -1 0.09677874755979789 0.09413317929614674 50 TARGET 100 1e-05 0.0 5 2146 0.0 -2 0.0967726873277815 0.09412367190375473 50 TARGET 100 1e-05 0.0 5 2146 0.0 -3 0.09676163279849673 0.09410829119610065 50 TARGET 100 1e-05 0.0 5 2146 0.0 -4 0.09674321491308886 0.09408198161558672 50 TARGET 100 1e-05 0.0 5 2146 0.0 -5 0.09671173239697511 0.094039840454405 50 TARGET 100 1e-05 0.0 5 2146 0.0 -6 0.0966626468180406 0.0939785334648508 50 TARGET 100 1e-05 0.0 5 2146 0.0 -7 0.09659372794407385 0.09389621628956361 50 TARGET 100 1e-05 0.0 5 2146 0.0 -8 0.09650262793908616 0.09379152637539488 50 TARGET 100 1e-05 0.0 5 2146 0.0 -9 0.09638855493429935 0.09366329962557013 50 TARGET 100 1e-05 0.0 5 2146 0.0 -10 0.09625127194104371 0.09351183383753806 50 TARGET 100 1e-05 0.0 5 2146 0.0 -11 0.09609029497261401 0.09333668739506693 50 TARGET 100 1e-05 0.0 5 2146 0.0 -12 0.09590584278006345 0.09313910161003922 50 TARGET 100 1e-05 0.0 5 2146 0.0 -13 0.09569898591398791 0.09291910086617325 50 TARGET 100 1e-05 0.0 5 2146 0.0 -14 0.09547112485776445 0.09267829832705585 50 TARGET 100 1e-05 0.0 5 2146 0.0 -15 0.09522192920197542 0.09241736815734343 50 TARGET 100 1e-05 0.0 5 2146 0.0 -16 0.09495365208246892 0.09213913096622987 50 TARGET 100 1e-05 0.0 5 2146 0.0 -17 0.09466843023545012 0.0918434817682613 50 TARGET 100 1e-05 0.0 5 2146 0.0 -18 0.09436531743718317 0.09153281265135968 50 TARGET 100 1e-05 0.0 5 2146 0.0 -19 0.09404850028681033 0.09120596832398212 50 TARGET 100 1e-05 0.0 5 2146 0.0 -20 0.09371516615252704 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-33 0.0885831775890055 0.08572080392729152 50 TARGET 100 1e-05 0.0 5 2146 0.0 -34 0.088157625285664 0.08529849463340008 50 TARGET 100 1e-05 0.0 5 2146 0.0 -35 0.08772898339964325 0.08487749099731445 50 TARGET 100 1e-05 0.0 5 2146 0.0 -36 0.0873050535166705 0.084454284472899 50 TARGET 100 1e-05 0.0 5 2146 0.0 -37 0.08687587965417791 0.08403267146963062 50 TARGET 100 1e-05 0.0 5 2146 0.0 -38 0.08644979183722024 0.08361254045457552 50 TARGET 100 1e-05 0.0 5 2146 0.0 -39 0.0860237389652416 0.08319447166991956 50 TARGET 100 1e-05 0.0 5 2146 0.0 -40 0.08560022137281469 0.0827793562502572 50 TARGET 100 1e-05 0.0 5 2146 0.0 -41 0.08517928800297907 0.08236411371917436 50 TARGET 100 1e-05 0.0 5 2146 0.0 -42 0.08476004430942664 0.08195126395333897 50 TARGET 100 1e-05 0.0 5 2146 0.0 -43 0.08434036424264361 0.08154306538177258 50 TARGET 100 1e-05 0.0 5 2146 0.0 -44 0.08392618940233783 0.08113694303866589 50 TARGET 100 1e-05 0.0 5 2146 0.0 -45 0.08351537331888571 0.08073288631258589 50 TARGET 100 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0.07582092194846182 50 TARGET 100 1e-05 0.0 5 2146 0.0 -59 0.07811272455385639 0.07546964919928348 50 TARGET 100 1e-05 0.0 5 2146 0.0 -60 0.07775211487253908 0.07512267949906262 50 TARGET 100 1e-05 0.0 5 2146 0.0 -61 0.07739909397130863 0.07477940325484131 50 TARGET 100 1e-05 0.0 5 2146 0.0 -62 0.0770484963651458 0.07444112002849579 50 TARGET 100 1e-05 0.0 5 2146 0.0 -63 0.07670448306534025 0.07410448789596558 50 TARGET 100 1e-05 0.0 5 2146 0.0 -64 0.07635950302134459 0.07377340463977872 50 TARGET 100 1e-05 0.0 5 2146 0.0 -65 0.0760219545928316 0.07344624196941202 50 TARGET 100 1e-05 0.0 5 2146 0.0 -66 0.07568619274832183 0.07312367404952194 50 TARGET 100 1e-05 0.0 5 2146 0.0 -67 0.07535577725982827 0.07280233570120552 50 TARGET 100 1e-05 0.0 5 2146 0.0 -68 0.07502693143557218 0.07248549660046895 50 TARGET 100 1e-05 0.0 5 2146 0.0 -69 0.07470396986413082 0.07217106110218799 50 TARGET 100 1e-05 0.0 5 2146 0.0 -70 0.07438094512581424 0.07186174257235094 50 TARGET 100 1e-05 0.0 5 2146 0.0 -71 0.07406496816010588 0.07155447046865117 50 TARGET 100 1e-05 0.0 5 2146 0.0 -72 0.07375107143663798 0.07125068185004321 50 TARGET 100 1e-05 0.0 5 2146 0.0 -73 0.07344114093066065 0.07095061445778067 50 TARGET 100 1e-05 0.0 5 2146 0.0 -74 0.0731320070598262 0.07065389011845444 50 TARGET 100 1e-05 0.0 5 2146 0.0 -75 0.0728285248181234 0.07035954070813728 50 TARGET 100 1e-05 0.0 5 2146 0.0 -76 0.07252694249955893 0.07006856324997815 50 TARGET 100 1e-05 0.0 5 2146 0.0 -77 0.07222923262653126 0.06978119051817691 50 TARGET 100 1e-05 0.0 5 2146 0.0 -78 0.07193603464449295 0.06949681833837972 50 TARGET 100 1e-05 0.0 5 2146 0.0 -79 0.07164218693168878 0.06921597570180893 50 TARGET 100 1e-05 0.0 5 2146 0.0 -80 0.07135602789194094 0.06893806611046646 50 TARGET 100 1e-05 0.0 5 2146 0.0 -81 0.07107003662823025 0.06866223026405681 50 TARGET 100 1e-05 0.0 5 2146 0.0 -82 0.07078684231749287 0.06838879711700208 50 TARGET 100 1e-05 0.0 5 2146 0.0 -83 0.070507477931302 0.06811874721086386 50 TARGET 100 1e-05 0.0 5 2146 0.0 -84 0.07023032162626985 0.0678522302345796 50 TARGET 100 1e-05 0.0 5 2146 0.0 -85 0.0699587705912012 0.06758941100402312 50 TARGET 100 1e-05 0.0 5 2146 0.0 -86 0.06968671590190142 0.06732793558727611 50 TARGET 100 1e-05 0.0 5 2146 0.0 -87 0.06941904303200719 0.06706921011209488 50 TARGET 100 1e-05 0.0 5 2146 0.0 -88 0.06915395172557445 0.06681374076640967 50 TARGET 100 1e-05 0.0 5 2146 0.0 -89 0.06889115266426644 0.06656024740500883 50 TARGET 100 1e-05 0.0 5 2146 0.0 -90 0.06863228251737376 0.06630794116944978 50 TARGET 100 1e-05 0.0 5 2146 0.0 -91 0.06837382117405484 0.06606089933352037 50 TARGET 100 1e-05 0.0 5 2146 0.0 -92 0.06812009516388479 0.06581512770869515 50 TARGET 100 1e-05 0.0 5 2146 0.0 -93 0.06786732057027946 0.06557163234912988 50 TARGET 100 1e-05 0.0 5 2146 0.0 -94 0.06761757417359336 0.06533197697364923 50 TARGET 100 1e-05 0.0 5 2146 0.0 -95 0.06736968314707881 0.06509405081019257 50 TARGET 100 1e-05 0.0 5 2146 0.0 -96 0.06712674367106723 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4801 0.0 -83 0.037759093762146506 0.039355849508534775 25 TARGET 100 5e-05 0.0 5 4801 0.0 -84 0.03759214752400764 0.03919778781181032 25 TARGET 100 5e-05 0.0 5 4801 0.0 -85 0.03742854798883701 0.039040829704114884 25 TARGET 100 5e-05 0.0 5 4801 0.0 -86 0.037271839067941966 0.03889602513024301 25 TARGET 100 5e-05 0.0 5 4801 0.0 -87 0.037114005404138804 0.03874675641683015 25 TARGET 100 5e-05 0.0 5 4801 0.0 -88 0.036959496160548944 0.038610514479153084 25 TARGET 100 5e-05 0.0 5 4801 0.0 -89 0.03680889685998862 0.03845523359874884 25 TARGET 100 5e-05 0.0 5 4801 0.0 -90 0.03665965153939194 0.03832584258281824 25 TARGET 100 5e-05 0.0 5 4801 0.0 -91 0.03651248366706801 0.0381804472117713 25 TARGET 100 5e-05 0.0 5 4801 0.0 -92 0.03636850863193422 0.03806690945092476 25 TARGET 100 5e-05 0.0 5 4801 0.0 -93 0.03622828712467393 0.037925063321987786 25 TARGET 100 5e-05 0.0 5 4801 0.0 -94 0.03608540268708961 0.03780795938589356 25 TARGET 100 5e-05 0.0 5 4801 0.0 -95 0.03595509114502757 0.03768833997574719 25 TARGET 100 5e-05 0.0 5 4801 0.0 -96 0.03581850963835965 0.03754456171935255 25 TARGET 100 5e-05 0.0 5 4801 0.0 -97 0.03569173181322889 0.03744850268192364 25 TARGET 100 5e-05 0.0 5 4801 0.0 -98 0.03555600882605069 0.037309801996205795 25 TARGET 100 5e-05 0.0 5 4801 0.0 -99 0.0354345202953978 0.03718161278150298 25 TARGET 100 5e-05 0.0 5 4801 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.00005lr_50bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.00005lr_50bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 8e1c67133..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.00005lr_50bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09644240564870513 0.0965861382358002 50 TARGET 100 5e-05 0.1 5 8333 0.0 -1 0.09627532309253609 0.096303547196316 50 TARGET 100 5e-05 0.1 5 8333 0.0 -2 0.09593027441288887 0.09577773895227548 50 TARGET 100 5e-05 0.1 5 8333 0.0 -3 0.09535411364000654 0.0949635747255701 50 TARGET 100 5e-05 0.1 5 8333 0.0 -4 0.09447342568776423 0.09385631820469191 50 TARGET 100 5e-05 0.1 5 8333 0.0 -5 0.09346171363134577 0.09248620091062604 50 TARGET 100 5e-05 0.1 5 8333 0.0 -6 0.09207424192817926 0.09090222598928394 50 TARGET 100 5e-05 0.1 5 8333 0.0 -7 0.09055686782205145 0.08915371944506963 50 TARGET 100 5e-05 0.1 5 8333 0.0 -8 0.0889613176084528 0.08730747324950767 50 TARGET 100 5e-05 0.1 5 8333 0.0 -9 0.08727980219454878 0.08543190585844444 50 TARGET 100 5e-05 0.1 5 8333 0.0 -10 0.0854645303704522 0.0835436736092423 50 TARGET 100 5e-05 0.1 5 8333 0.0 -11 0.08377149921876413 0.08161475599715204 50 TARGET 100 5e-05 0.1 5 8333 0.0 -12 0.08228847863597902 0.07965685946471764 50 TARGET 100 5e-05 0.1 5 8333 0.0 -13 0.08041528745331748 0.07771108502691443 50 TARGET 100 5e-05 0.1 5 8333 0.0 -14 0.07860662113335799 0.07584054790662997 50 TARGET 100 5e-05 0.1 5 8333 0.0 -15 0.0767433109508219 0.07407817808967648 50 TARGET 100 5e-05 0.1 5 8333 0.0 -16 0.0752600679544086 0.07243679396130821 50 TARGET 100 5e-05 0.1 5 8333 0.0 -17 0.07368394398829753 0.07091302695599469 50 TARGET 100 5e-05 0.1 5 8333 0.0 -18 0.07263485648314962 0.06951113745118633 50 TARGET 100 5e-05 0.1 5 8333 0.0 -19 0.07140800494838644 0.0682339837605303 50 TARGET 100 5e-05 0.1 5 8333 0.0 -20 0.06979842759944775 0.06704954509482239 50 TARGET 100 5e-05 0.1 5 8333 0.0 -21 0.06901972798586695 0.06592887572266838 50 TARGET 100 5e-05 0.1 5 8333 0.0 -22 0.06782559368144783 0.06485097945639581 50 TARGET 100 5e-05 0.1 5 8333 0.0 -23 0.06669440625944122 0.0638253776864572 50 TARGET 100 5e-05 0.1 5 8333 0.0 -24 0.0659800410672069 0.06282002298217831 50 TARGET 100 5e-05 0.1 5 8333 0.0 -25 0.06521295502731696 0.06184582502552957 50 TARGET 100 5e-05 0.1 5 8333 0.0 -26 0.06396385228342881 0.06090723158735217 50 TARGET 100 5e-05 0.1 5 8333 0.0 -27 0.06320254509697859 0.05998925029328375 50 TARGET 100 5e-05 0.1 5 8333 0.0 -28 0.06245187624837413 0.059089765291322364 50 TARGET 100 5e-05 0.1 5 8333 0.0 -29 0.061072114290613114 0.0581979083292412 50 TARGET 100 5e-05 0.1 5 8333 0.0 -30 0.06023479107554111 0.05727841784105157 50 TARGET 100 5e-05 0.1 5 8333 0.0 -31 0.0596465821995679 0.056319769471883774 50 TARGET 100 5e-05 0.1 5 8333 0.0 -32 0.058538719309299485 0.055342021765130936 50 TARGET 100 5e-05 0.1 5 8333 0.0 -33 0.057517181642930515 0.05436971952969378 50 TARGET 100 5e-05 0.1 5 8333 0.0 -34 0.056917649339445514 0.05341005009232146 50 TARGET 100 5e-05 0.1 5 8333 0.0 -35 0.055978831769240026 0.05249069168260603 50 TARGET 100 5e-05 0.1 5 8333 0.0 -36 0.05458494551755764 0.05160250051906615 50 TARGET 100 5e-05 0.1 5 8333 0.0 -37 0.05434791045106621 0.05076350486188224 50 TARGET 100 5e-05 0.1 5 8333 0.0 -38 0.05357397451796114 0.04998159781098366 50 TARGET 100 5e-05 0.1 5 8333 0.0 -39 0.05275222906209403 0.049258023500442505 50 TARGET 100 5e-05 0.1 5 8333 0.0 -40 0.052486206106967 0.048583156005902725 50 TARGET 100 5e-05 0.1 5 8333 0.0 -41 0.05152634059640294 0.04797797525922457 50 TARGET 100 5e-05 0.1 5 8333 0.0 -42 0.050964280097472545 0.04741612099336855 50 TARGET 100 5e-05 0.1 5 8333 0.0 -43 0.05056341837853293 0.04688742643955982 50 TARGET 100 5e-05 0.1 5 8333 0.0 -44 0.04975739445048149 0.04639621045101772 50 TARGET 100 5e-05 0.1 5 8333 0.0 -45 0.049334157998313005 0.04595223114346013 50 TARGET 100 5e-05 0.1 5 8333 0.0 -46 0.049029144436522364 0.045518558359507355 50 TARGET 100 5e-05 0.1 5 8333 0.0 -47 0.04851113807924268 0.045121503485874695 50 TARGET 100 5e-05 0.1 5 8333 0.0 -48 0.04847193057789947 0.04474407197399573 50 TARGET 100 5e-05 0.1 5 8333 0.0 -49 0.048134013985343255 0.04440179184982271 50 TARGET 100 5e-05 0.1 5 8333 0.0 -50 0.047207424097289945 0.044097821256428055 50 TARGET 100 5e-05 0.1 5 8333 0.0 -51 0.04770959433331233 0.04378707718217012 50 TARGET 100 5e-05 0.1 5 8333 0.0 -52 0.046809314640383126 0.04349965715047085 50 TARGET 100 5e-05 0.1 5 8333 0.0 -53 0.047322875346599604 0.04324681142514402 50 TARGET 100 5e-05 0.1 5 8333 0.0 -54 0.04702589714818129 0.04300427470694889 50 TARGET 100 5e-05 0.1 5 8333 0.0 -55 0.045929027326179275 0.04278506677259098 50 TARGET 100 5e-05 0.1 5 8333 0.0 -56 0.046338715737917605 0.042565227006420944 50 TARGET 100 5e-05 0.1 5 8333 0.0 -57 0.045857531893433945 0.04236424917524511 50 TARGET 100 5e-05 0.1 5 8333 0.0 -58 0.04541654151045915 0.042168727991255844 50 TARGET 100 5e-05 0.1 5 8333 0.0 -59 0.04548907715212616 0.04198696712652842 50 TARGET 100 5e-05 0.1 5 8333 0.0 -60 0.045323975208632475 0.041814020411534744 50 TARGET 100 5e-05 0.1 5 8333 0.0 -61 0.045643736793336644 0.04164945164864713 50 TARGET 100 5e-05 0.1 5 8333 0.0 -62 0.045224182734184395 0.041494391971465316 50 TARGET 100 5e-05 0.1 5 8333 0.0 -63 0.04493200056480639 0.04135879580721711 50 TARGET 100 5e-05 0.1 5 8333 0.0 -64 0.04500681276022384 0.041214972734451294 50 TARGET 100 5e-05 0.1 5 8333 0.0 -65 0.044418731823513406 0.04106833672884739 50 TARGET 100 5e-05 0.1 5 8333 0.0 -66 0.04509400195043898 0.0409458689391613 50 TARGET 100 5e-05 0.1 5 8333 0.0 -67 0.04445901204540272 0.04082482861298503 50 TARGET 100 5e-05 0.1 5 8333 0.0 -68 0.0443282216937855 0.04069758872642661 50 TARGET 100 5e-05 0.1 5 8333 0.0 -69 0.0443115729700636 0.04057829296498588 50 TARGET 100 5e-05 0.1 5 8333 0.0 -70 0.044058703575973156 0.04046908427368511 50 TARGET 100 5e-05 0.1 5 8333 0.0 -71 0.04411992858405466 0.040367592577681397 50 TARGET 100 5e-05 0.1 5 8333 0.0 -72 0.04364851622619613 0.04028215586687579 50 TARGET 100 5e-05 0.1 5 8333 0.0 -73 0.04406214041340632 0.040186367138768685 50 TARGET 100 5e-05 0.1 5 8333 0.0 -74 0.043551761569198134 0.04009239386880037 50 TARGET 100 5e-05 0.1 5 8333 0.0 -75 0.043648842835065094 0.03999843290357879 50 TARGET 100 5e-05 0.1 5 8333 0.0 -76 0.043514369551079846 0.03991970634370139 50 TARGET 100 5e-05 0.1 5 8333 0.0 -77 0.04335383363444396 0.03985002320824248 50 TARGET 100 5e-05 0.1 5 8333 0.0 -78 0.04355088778166257 0.03978012445749658 50 TARGET 100 5e-05 0.1 5 8333 0.0 -79 0.04305425394163388 0.03970331055196849 50 TARGET 100 5e-05 0.1 5 8333 0.0 -80 0.042471968452838134 0.03961753743616017 50 TARGET 100 5e-05 0.1 5 8333 0.0 -81 0.04317600063051439 0.03954831499493483 50 TARGET 100 5e-05 0.1 5 8333 0.0 -82 0.042823479858913806 0.039468567818403244 50 TARGET 100 5e-05 0.1 5 8333 0.0 -83 0.04292023866766631 0.03940155041037184 50 TARGET 100 5e-05 0.1 5 8333 0.0 -84 0.0429766098106349 0.03933948696111188 50 TARGET 100 5e-05 0.1 5 8333 0.0 -85 0.042984916166926075 0.03926875589020325 50 TARGET 100 5e-05 0.1 5 8333 0.0 -86 0.04332017608814769 0.039191016080704605 50 TARGET 100 5e-05 0.1 5 8333 0.0 -87 0.04225434709076929 0.039127424246434006 50 TARGET 100 5e-05 0.1 5 8333 0.0 -88 0.04228549313916502 0.03908752232338443 50 TARGET 100 5e-05 0.1 5 8333 0.0 -89 0.04301565252119042 0.0390415820434238 50 TARGET 100 5e-05 0.1 5 8333 0.0 -90 0.04220897190097205 0.038994457121148254 50 TARGET 100 5e-05 0.1 5 8333 0.0 -91 0.042239199872269775 0.038940137534430534 50 TARGET 100 5e-05 0.1 5 8333 0.0 -92 0.04224318223268496 0.038882806332725464 50 TARGET 100 5e-05 0.1 5 8333 0.0 -93 0.04191332533704713 0.03882181497685837 50 TARGET 100 5e-05 0.1 5 8333 0.0 -94 0.04245368060138491 0.03876427143360629 50 TARGET 100 5e-05 0.1 5 8333 0.0 -95 0.04217404140918343 0.03871260357625557 50 TARGET 100 5e-05 0.1 5 8333 0.0 -96 0.04204334955825549 0.03865588095152017 50 TARGET 100 5e-05 0.1 5 8333 0.0 -97 0.04235809673915809 0.03860019068374778 50 TARGET 100 5e-05 0.1 5 8333 0.0 -98 0.041716956354752935 0.03854948045177893 50 TARGET 100 5e-05 0.1 5 8333 0.0 -99 0.0423810399115487 0.03850111083099336 50 TARGET 100 5e-05 0.1 5 8333 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.00005lr_50bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.00005lr_50bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index a538ac60f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.00005lr_50bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09667397227752891 0.09476060036456946 50 TARGET 100 5e-05 0.5 5 4190 0.0 -1 0.09657086665281142 0.09454590736916571 50 TARGET 100 5e-05 0.5 5 4190 0.0 -2 0.09635639903119919 0.09414218320991054 50 TARGET 100 5e-05 0.5 5 4190 0.0 -3 0.09593640659192595 0.09346242294167027 50 TARGET 100 5e-05 0.5 5 4190 0.0 -4 0.09529309639525334 0.09246065219243367 50 TARGET 100 5e-05 0.5 5 4190 0.0 -5 0.09446560413347752 0.09122948732339975 50 TARGET 100 5e-05 0.5 5 4190 0.0 -6 0.09339914280256438 0.08980546394983928 50 TARGET 100 5e-05 0.5 5 4190 0.0 -7 0.09232050310883057 0.08815513596390233 50 TARGET 100 5e-05 0.5 5 4190 0.0 -8 0.09094838120720604 0.08654728825345184 50 TARGET 100 5e-05 0.5 5 4190 0.0 -9 0.08960411740272535 0.08490636041670134 50 TARGET 100 5e-05 0.5 5 4190 0.0 -10 0.0881619243459268 0.08317146879253966 50 TARGET 100 5e-05 0.5 5 4190 0.0 -11 0.0864036216679647 0.08155759356238625 50 TARGET 100 5e-05 0.5 5 4190 0.0 -12 0.0850892070718486 0.0799986349813866 50 TARGET 100 5e-05 0.5 5 4190 0.0 -13 0.08374993207077386 0.07856049049984325 50 TARGET 100 5e-05 0.5 5 4190 0.0 -14 0.08256340523560841 0.07735192775726318 50 TARGET 100 5e-05 0.5 5 4190 0.0 -15 0.08103531706915158 0.07592970087672725 50 TARGET 100 5e-05 0.5 5 4190 0.0 -16 0.0803955221166113 0.07481037893078545 50 TARGET 100 5e-05 0.5 5 4190 0.0 -17 0.0792777039587297 0.07388510848536636 50 TARGET 100 5e-05 0.5 5 4190 0.0 -18 0.07848017597539658 0.07290836446213 50 TARGET 100 5e-05 0.5 5 4190 0.0 -19 0.07757638076238761 0.07202862677249042 50 TARGET 100 5e-05 0.5 5 4190 0.0 -20 0.07680668651756614 0.07121834497560155 50 TARGET 100 5e-05 0.5 5 4190 0.0 -21 0.07646732784882941 0.07057655760736177 50 TARGET 100 5e-05 0.5 5 4190 0.0 -22 0.07614401991319175 0.0699479862144499 50 TARGET 100 5e-05 0.5 5 4190 0.0 -23 0.07459772508654129 0.06947469553261092 50 TARGET 100 5e-05 0.5 5 4190 0.0 -24 0.07463761730125858 0.06891951100392775 50 TARGET 100 5e-05 0.5 5 4190 0.0 -25 0.07424505305812014 0.06834433927680507 50 TARGET 100 5e-05 0.5 5 4190 0.0 -26 0.07341123440048912 0.06809661785761516 50 TARGET 100 5e-05 0.5 5 4190 0.0 -27 0.07384485101659691 0.06750494941617503 50 TARGET 100 5e-05 0.5 5 4190 0.0 -28 0.07211185051034195 0.06729137694293802 50 TARGET 100 5e-05 0.5 5 4190 0.0 -29 0.0715390674092553 0.06703152891361353 50 TARGET 100 5e-05 0.5 5 4190 0.0 -30 0.07251430746882853 0.06637171836513461 50 TARGET 100 5e-05 0.5 5 4190 0.0 -31 0.07149387286467986 0.06590015712109479 50 TARGET 100 5e-05 0.5 5 4190 0.0 -32 0.07121721885922781 0.06565863345608566 50 TARGET 100 5e-05 0.5 5 4190 0.0 -33 0.07105985479523437 0.06520538438450206 50 TARGET 100 5e-05 0.5 5 4190 0.0 -34 0.07023098691043629 0.06483834033662622 50 TARGET 100 5e-05 0.5 5 4190 0.0 -35 0.07014896861130139 0.06458272355975526 50 TARGET 100 5e-05 0.5 5 4190 0.0 -36 0.06945586204528809 0.06422627559213927 50 TARGET 100 5e-05 0.5 5 4190 0.0 -37 0.06869928097283398 0.0638280368664048 50 TARGET 100 5e-05 0.5 5 4190 0.0 -38 0.06942291781055406 0.06332790264577577 50 TARGET 100 5e-05 0.5 5 4190 0.0 -39 0.06877576692738517 0.0629170426365101 50 TARGET 100 5e-05 0.5 5 4190 0.0 -40 0.06836223888276803 0.06253152137452905 50 TARGET 100 5e-05 0.5 5 4190 0.0 -41 0.0669315909396117 0.06224776285164284 50 TARGET 100 5e-05 0.5 5 4190 0.0 -42 0.06812519903736886 0.06175431451111129 50 TARGET 100 5e-05 0.5 5 4190 0.0 -43 0.06659107921199767 0.06144605554414518 50 TARGET 100 5e-05 0.5 5 4190 0.0 -44 0.06691677341557513 0.06103633095820745 50 TARGET 100 5e-05 0.5 5 4190 0.0 -45 0.06653394118603632 0.0606088861823082 50 TARGET 100 5e-05 0.5 5 4190 0.0 -46 0.06574814217259185 0.0602431550170436 50 TARGET 100 5e-05 0.5 5 4190 0.0 -47 0.06550831584767862 0.06005106809915918 50 TARGET 100 5e-05 0.5 5 4190 0.0 -48 0.06553755951449526 0.05966201402021177 50 TARGET 100 5e-05 0.5 5 4190 0.0 -49 0.06610818197229494 0.059185338178367325 50 TARGET 100 5e-05 0.5 5 4190 0.0 -50 0.0649945836025055 0.058423674016287834 50 TARGET 100 5e-05 0.5 5 4190 0.0 -51 0.0646737850449904 0.0578042444857684 50 TARGET 100 5e-05 0.5 5 4190 0.0 -52 0.0632741508836096 0.05728335373780944 50 TARGET 100 5e-05 0.5 5 4190 0.0 -53 0.06421236381536782 0.056822143043532516 50 TARGET 100 5e-05 0.5 5 4190 0.0 -54 0.062887019982643 0.056410197507251396 50 TARGET 100 5e-05 0.5 5 4190 0.0 -55 0.06302850129026355 0.05601023216590737 50 TARGET 100 5e-05 0.5 5 4190 0.0 -56 0.0630782434484774 0.055442307595953796 50 TARGET 100 5e-05 0.5 5 4190 0.0 -57 0.06301117530374815 0.055039906592080086 50 TARGET 100 5e-05 0.5 5 4190 0.0 -58 0.06262272115959865 0.054673798720945015 50 TARGET 100 5e-05 0.5 5 4190 0.0 -59 0.06400094859879026 0.05434441295537082 50 TARGET 100 5e-05 0.5 5 4190 0.0 -60 0.06170296696601091 0.053736804899844254 50 TARGET 100 5e-05 0.5 5 4190 0.0 -61 0.0625664675451489 0.05324627030076402 50 TARGET 100 5e-05 0.5 5 4190 0.0 -62 0.06172656152485196 0.052906626666134056 50 TARGET 100 5e-05 0.5 5 4190 0.0 -63 0.0620126885797841 0.05259834094481035 50 TARGET 100 5e-05 0.5 5 4190 0.0 -64 0.061024967267457084 0.052178757660316696 50 TARGET 100 5e-05 0.5 5 4190 0.0 -65 0.06054156317504167 0.05189734674764402 50 TARGET 100 5e-05 0.5 5 4190 0.0 -66 0.06080885077215204 0.05163153430277651 50 TARGET 100 5e-05 0.5 5 4190 0.0 -67 0.06107345702571901 0.05141788111491637 50 TARGET 100 5e-05 0.5 5 4190 0.0 -68 0.06004794182801487 0.05116329082485401 50 TARGET 100 5e-05 0.5 5 4190 0.0 -69 0.06103315218179314 0.050768368849248596 50 TARGET 100 5e-05 0.5 5 4190 0.0 -70 0.059585908973457835 0.05021997699231812 50 TARGET 100 5e-05 0.5 5 4190 0.0 -71 0.06186007639324224 0.04998458109118722 50 TARGET 100 5e-05 0.5 5 4190 0.0 -72 0.05927937131638479 0.04959405326482021 50 TARGET 100 5e-05 0.5 5 4190 0.0 -73 0.061277261637276675 0.0493479600232659 50 TARGET 100 5e-05 0.5 5 4190 0.0 -74 0.06025677806500233 0.04924564086126559 50 TARGET 100 5e-05 0.5 5 4190 0.0 -75 0.05981543236208283 0.049059326901580345 50 TARGET 100 5e-05 0.5 5 4190 0.0 -76 0.05931666780652021 0.048783680706313164 50 TARGET 100 5e-05 0.5 5 4190 0.0 -77 0.059319326848494086 0.0485481448245771 50 TARGET 100 5e-05 0.5 5 4190 0.0 -78 0.05825377738586179 0.048455409931414055 50 TARGET 100 5e-05 0.5 5 4190 0.0 -79 0.05892653425885772 0.048251520842313766 50 TARGET 100 5e-05 0.5 5 4190 0.0 -80 0.05962178047106723 0.047915737624421265 50 TARGET 100 5e-05 0.5 5 4190 0.0 -81 0.0582359192974439 0.04762965226263711 50 TARGET 100 5e-05 0.5 5 4190 0.0 -82 0.060555240747703847 0.047557275629404816 50 TARGET 100 5e-05 0.5 5 4190 0.0 -83 0.057957464020059565 0.04734950049808531 50 TARGET 100 5e-05 0.5 5 4190 0.0 -84 0.05759440382522365 0.047261246338938225 50 TARGET 100 5e-05 0.5 5 4190 0.0 -85 0.05918058647651865 0.04690047206752228 50 TARGET 100 5e-05 0.5 5 4190 0.0 -86 0.05849310777052886 0.046758674762465736 50 TARGET 100 5e-05 0.5 5 4190 0.0 -87 0.05706879215609746 0.046589185681306954 50 TARGET 100 5e-05 0.5 5 4190 0.0 -88 0.05957770893218541 0.04663792647647135 50 TARGET 100 5e-05 0.5 5 4190 0.0 -89 0.05765172950798012 0.04668607844999342 50 TARGET 100 5e-05 0.5 5 4190 0.0 -90 0.058083622870019794 0.0466615834245176 50 TARGET 100 5e-05 0.5 5 4190 0.0 -91 0.05934672648406992 0.046411914017164345 50 TARGET 100 5e-05 0.5 5 4190 0.0 -92 0.058128631689432095 0.04626156141360601 50 TARGET 100 5e-05 0.5 5 4190 0.0 -93 0.057659910972973315 0.04604379629546946 50 TARGET 100 5e-05 0.5 5 4190 0.0 -94 0.05722106877802197 0.046099364418875084 50 TARGET 100 5e-05 0.5 5 4190 0.0 -95 0.05873228802725121 0.046034124312978805 50 TARGET 100 5e-05 0.5 5 4190 0.0 -96 0.058875378108385834 0.04592161693356254 50 TARGET 100 5e-05 0.5 5 4190 0.0 -97 0.05930191181876041 0.045930531666134346 50 TARGET 100 5e-05 0.5 5 4190 0.0 -98 0.05664240842315083 0.04587774091597759 50 TARGET 100 5e-05 0.5 5 4190 0.0 -99 0.05697120176722305 0.045628304282824196 50 TARGET 100 5e-05 0.5 5 4190 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.00005lr_50bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.00005lr_50bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index f2e733e83..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.00005lr_50bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09619020653092099 0.09840840597947438 50 TARGET 100 5e-05 0.0 5 4893 0.0 -1 0.09594886047571195 0.09808339720422571 50 TARGET 100 5e-05 0.0 5 4893 0.0 -2 0.09546008703584222 0.09745547423760097 50 TARGET 100 5e-05 0.0 5 4893 0.0 -3 0.09458916907760029 0.09641267426989296 50 TARGET 100 5e-05 0.0 5 4893 0.0 -4 0.09327389430317413 0.09493744599096703 50 TARGET 100 5e-05 0.0 5 4893 0.0 -5 0.09155123036116462 0.09310150778654849 50 TARGET 100 5e-05 0.0 5 4893 0.0 -6 0.0895095404099535 0.09099747692093704 50 TARGET 100 5e-05 0.0 5 4893 0.0 -7 0.08728829771280289 0.088764078689344 50 TARGET 100 5e-05 0.0 5 4893 0.0 -8 0.08499294072891325 0.08646132322874936 50 TARGET 100 5e-05 0.0 5 4893 0.0 -9 0.08270368975922716 0.08422520937341632 50 TARGET 100 5e-05 0.0 5 4893 0.0 -10 0.08050123060291464 0.08207098891337712 50 TARGET 100 5e-05 0.0 5 4893 0.0 -11 0.07841758221789241 0.08003093031319705 50 TARGET 100 5e-05 0.0 5 4893 0.0 -12 0.07647060607920592 0.07815270577416275 50 TARGET 100 5e-05 0.0 5 4893 0.0 -13 0.07469183239170196 0.07634671551711632 50 TARGET 100 5e-05 0.0 5 4893 0.0 -14 0.07301989293058311 0.07469884802897771 50 TARGET 100 5e-05 0.0 5 4893 0.0 -15 0.07146507265792551 0.07320352395375569 50 TARGET 100 5e-05 0.0 5 4893 0.0 -16 0.07001404589675492 0.0717767696037437 50 TARGET 100 5e-05 0.0 5 4893 0.0 -17 0.0686407907041235 0.07041501727971164 50 TARGET 100 5e-05 0.0 5 4893 0.0 -18 0.06732387025448609 0.0691322444966345 50 TARGET 100 5e-05 0.0 5 4893 0.0 -19 0.0660530016177431 0.06791626233043092 50 TARGET 100 5e-05 0.0 5 4893 0.0 -20 0.06482015234051329 0.06672418794848702 50 TARGET 100 5e-05 0.0 5 4893 0.0 -21 0.0636304339224642 0.06558475191846039 50 TARGET 100 5e-05 0.0 5 4893 0.0 -22 0.062456363730559045 0.06449309871955351 50 TARGET 100 5e-05 0.0 5 4893 0.0 -23 0.06132444504786421 0.06344837695360184 50 TARGET 100 5e-05 0.0 5 4893 0.0 -24 0.06021391518840485 0.062398229132999077 50 TARGET 100 5e-05 0.0 5 4893 0.0 -25 0.059144176429871353 0.06142642969886462 50 TARGET 100 5e-05 0.0 5 4893 0.0 -26 0.058130654735296265 0.06050230630419471 50 TARGET 100 5e-05 0.0 5 4893 0.0 -27 0.05714779994403473 0.059579122247117935 50 TARGET 100 5e-05 0.0 5 4893 0.0 -28 0.05622569055167914 0.05874114833546407 50 TARGET 100 5e-05 0.0 5 4893 0.0 -29 0.05534486867713206 0.05793729345455314 50 TARGET 100 5e-05 0.0 5 4893 0.0 -30 0.054492520450642616 0.05713838575915857 50 TARGET 100 5e-05 0.0 5 4893 0.0 -31 0.05365877889523201 0.05635845390233127 50 TARGET 100 5e-05 0.0 5 4893 0.0 -32 0.05285921791938419 0.055659014618757996 50 TARGET 100 5e-05 0.0 5 4893 0.0 -33 0.052124348365598254 0.05496306875438401 50 TARGET 100 5e-05 0.0 5 4893 0.0 -34 0.051448546763923436 0.05434758046811277 50 TARGET 100 5e-05 0.0 5 4893 0.0 -35 0.05082203460361821 0.05377659280643319 50 TARGET 100 5e-05 0.0 5 4893 0.0 -36 0.05024870476287222 0.05323519715757081 50 TARGET 100 5e-05 0.0 5 4893 0.0 -37 0.04971774648686852 0.052741725449309204 50 TARGET 100 5e-05 0.0 5 4893 0.0 -38 0.049226335516381343 0.05228524463194789 50 TARGET 100 5e-05 0.0 5 4893 0.0 -39 0.048778893921511746 0.051848627852671074 50 TARGET 100 5e-05 0.0 5 4893 0.0 -40 0.04835525377079694 0.05147491214853345 50 TARGET 100 5e-05 0.0 5 4893 0.0 -41 0.047972481773056165 0.05109162414164254 50 TARGET 100 5e-05 0.0 5 4893 0.0 -42 0.047603406689383766 0.050739649909012245 50 TARGET 100 5e-05 0.0 5 4893 0.0 -43 0.047265414788265424 0.05040704199310505 50 TARGET 100 5e-05 0.0 5 4893 0.0 -44 0.046948309887438915 0.0500896360838052 50 TARGET 100 5e-05 0.0 5 4893 0.0 -45 0.046637866257216394 0.04977784384832238 50 TARGET 100 5e-05 0.0 5 4893 0.0 -46 0.04633571884848855 0.04945634790893757 50 TARGET 100 5e-05 0.0 5 4893 0.0 -47 0.04601650079241907 0.049165243339357956 50 TARGET 100 5e-05 0.0 5 4893 0.0 -48 0.045716332992921375 0.04887567088007927 50 TARGET 100 5e-05 0.0 5 4893 0.0 -49 0.04544229839335789 0.04861409431605628 50 TARGET 100 5e-05 0.0 5 4893 0.0 -50 0.04519096911204383 0.04837190833958713 50 TARGET 100 5e-05 0.0 5 4893 0.0 -51 0.04496178919016713 0.04813840048331203 50 TARGET 100 5e-05 0.0 5 4893 0.0 -52 0.04474818142074527 0.047939681645595665 50 TARGET 100 5e-05 0.0 5 4893 0.0 -53 0.044559345891078316 0.047746082372737655 50 TARGET 100 5e-05 0.0 5 4893 0.0 -54 0.04437132842010922 0.04756867874300841 50 TARGET 100 5e-05 0.0 5 4893 0.0 -55 0.044203517739018205 0.04739917476068844 50 TARGET 100 5e-05 0.0 5 4893 0.0 -56 0.04404438147791708 0.04724797425848065 50 TARGET 100 5e-05 0.0 5 4893 0.0 -57 0.04389596595005556 0.04710505406061808 50 TARGET 100 5e-05 0.0 5 4893 0.0 -58 0.04375518001741432 0.046974155487436234 50 TARGET 100 5e-05 0.0 5 4893 0.0 -59 0.043625261270839356 0.04683612670862314 50 TARGET 100 5e-05 0.0 5 4893 0.0 -60 0.043496242301030594 0.04671832501436725 50 TARGET 100 5e-05 0.0 5 4893 0.0 -61 0.043379196777989966 0.04661050867853743 50 TARGET 100 5e-05 0.0 5 4893 0.0 -62 0.043267550906448654 0.04648953981020234 50 TARGET 100 5e-05 0.0 5 4893 0.0 -63 0.0431620976088023 0.046392712516315056 50 TARGET 100 5e-05 0.0 5 4893 0.0 -64 0.04306228234360515 0.04630347363876574 50 TARGET 100 5e-05 0.0 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4893 0.0 -90 0.04150128679393919 0.04480934120488889 50 TARGET 100 5e-05 0.0 5 4893 0.0 -91 0.041461041065478564 0.04476798212889469 50 TARGET 100 5e-05 0.0 5 4893 0.0 -92 0.04142263880382082 0.04473743339379629 50 TARGET 100 5e-05 0.0 5 4893 0.0 -93 0.041384847025678614 0.04468993323318886 50 TARGET 100 5e-05 0.0 5 4893 0.0 -94 0.04135098594306695 0.04465683233557326 50 TARGET 100 5e-05 0.0 5 4893 0.0 -95 0.04130845197071933 0.044608254098530975 50 TARGET 100 5e-05 0.0 5 4893 0.0 -96 0.041274948553605514 0.04457198557528583 50 TARGET 100 5e-05 0.0 5 4893 0.0 -97 0.04123704652192215 0.04453293798547803 50 TARGET 100 5e-05 0.0 5 4893 0.0 -98 0.041202980949722155 0.04450064491141926 50 TARGET 100 5e-05 0.0 5 4893 0.0 -99 0.04116824574091218 0.04445883270465967 50 TARGET 100 5e-05 0.0 5 4893 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.0005lr_10bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.0005lr_10bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 82e495cf1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.0005lr_10bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08069530794215123 0.06387523019855673 10 TARGET 100 0.0005 0.1 5 6871 0.0 -1 0.057442873578380654 0.048464634427518555 10 TARGET 100 0.0005 0.1 5 6871 0.0 -2 0.049318555403839455 0.04348087807496389 10 TARGET 100 0.0005 0.1 5 6871 0.0 -3 0.047076790270580586 0.04216945148778684 10 TARGET 100 0.0005 0.1 5 6871 0.0 -4 0.0458708967047709 0.04137597820072463 10 TARGET 100 0.0005 0.1 5 6871 0.0 -5 0.0452703376259868 0.040739341102766266 10 TARGET 100 0.0005 0.1 5 6871 0.0 -6 0.047142094923089246 0.04052707891572605 10 TARGET 100 0.0005 0.1 5 6871 0.0 -7 0.04454936270260249 0.04014596173709089 10 TARGET 100 0.0005 0.1 5 6871 0.0 -8 0.0439552416529519 0.03905382097670526 10 TARGET 100 0.0005 0.1 5 6871 0.0 -9 0.04245234477750781 0.03808789756713492 10 TARGET 100 0.0005 0.1 5 6871 0.0 -10 0.041248779242187235 0.03667865919344353 10 TARGET 100 0.0005 0.1 5 6871 0.0 -11 0.04152532452435204 0.036478668677084373 10 TARGET 100 0.0005 0.1 5 6871 0.0 -12 0.03981301910949476 0.035694215785373344 10 TARGET 100 0.0005 0.1 5 6871 0.0 -13 0.041011204485239004 0.035722115048856445 10 TARGET 100 0.0005 0.1 5 6871 0.0 -14 0.03997401516846936 0.03549014268950983 10 TARGET 100 0.0005 0.1 5 6871 0.0 -15 0.03970359871634329 0.035398648092241 10 TARGET 100 0.0005 0.1 5 6871 0.0 -16 0.04081319300112901 0.03557751316464308 10 TARGET 100 0.0005 0.1 5 6871 0.0 -17 0.03941438687645426 0.035300237662864456 10 TARGET 100 0.0005 0.1 5 6871 0.0 -18 0.03918449403812187 0.03522850087646282 10 TARGET 100 0.0005 0.1 5 6871 0.0 -19 0.03953256151993267 0.03535952509352655 10 TARGET 100 0.0005 0.1 5 6871 0.0 -20 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100 0.0005 0.1 5 6871 0.0 -82 0.03662207048474137 0.03338572411148837 10 TARGET 100 0.0005 0.1 5 6871 0.0 -83 0.03631571534807834 0.03362924927337603 10 TARGET 100 0.0005 0.1 5 6871 0.0 -84 0.03703872140760374 0.03348661688241092 10 TARGET 100 0.0005 0.1 5 6871 0.0 -85 0.036628346281872455 0.03350427334733082 10 TARGET 100 0.0005 0.1 5 6871 0.0 -86 0.03654886925160283 0.03344717638736421 10 TARGET 100 0.0005 0.1 5 6871 0.0 -87 0.03682003873290638 0.03346230857300036 10 TARGET 100 0.0005 0.1 5 6871 0.0 -88 0.03638218157620542 0.03338497019175327 10 TARGET 100 0.0005 0.1 5 6871 0.0 -89 0.0369812802972918 0.03345794264565815 10 TARGET 100 0.0005 0.1 5 6871 0.0 -90 0.03613541835310684 0.03334831463342363 10 TARGET 100 0.0005 0.1 5 6871 0.0 -91 0.036518354138190094 0.03350656609417814 10 TARGET 100 0.0005 0.1 5 6871 0.0 -92 0.03697705113953011 0.03330664878541773 10 TARGET 100 0.0005 0.1 5 6871 0.0 -93 0.03636391212542852 0.0334218441875595 10 TARGET 100 0.0005 0.1 5 6871 0.0 -94 0.0367204671481041 0.03336064235279054 10 TARGET 100 0.0005 0.1 5 6871 0.0 -95 0.036316500205283216 0.03347103839570826 10 TARGET 100 0.0005 0.1 5 6871 0.0 -96 0.03701952541315997 0.033351969199650215 10 TARGET 100 0.0005 0.1 5 6871 0.0 -97 0.036634600674263156 0.03335395387627862 10 TARGET 100 0.0005 0.1 5 6871 0.0 -98 0.03618134537504779 0.03340573913671754 10 TARGET 100 0.0005 0.1 5 6871 0.0 -99 0.037224779062299214 0.03339480292616469 10 TARGET 100 0.0005 0.1 5 6871 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.0005lr_10bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.0005lr_10bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 1dc9d0255..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.0005lr_10bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 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TARGET 100 0.0005 0.5 5 6068 0.0 -13 0.05132303551240802 0.04178368604995988 10 TARGET 100 0.0005 0.5 5 6068 0.0 -14 0.05147503327691194 0.041096601748105255 10 TARGET 100 0.0005 0.5 5 6068 0.0 -15 0.05053384025088866 0.04085251237406875 10 TARGET 100 0.0005 0.5 5 6068 0.0 -16 0.05054180729218605 0.04133266616951336 10 TARGET 100 0.0005 0.5 5 6068 0.0 -17 0.04907425036434373 0.04122521446058244 10 TARGET 100 0.0005 0.5 5 6068 0.0 -18 0.04893971061465716 0.04131295238480424 10 TARGET 100 0.0005 0.5 5 6068 0.0 -19 0.049193183305086916 0.040482986718416214 10 TARGET 100 0.0005 0.5 5 6068 0.0 -20 0.049381857693998096 0.03994620218873024 10 TARGET 100 0.0005 0.5 5 6068 0.0 -21 0.05024385662993999 0.040794057828007324 10 TARGET 100 0.0005 0.5 5 6068 0.0 -22 0.048897464217160284 0.040495074833884384 10 TARGET 100 0.0005 0.5 5 6068 0.0 -23 0.048805004330696886 0.04024865038015626 10 TARGET 100 0.0005 0.5 5 6068 0.0 -24 0.048242884641042864 0.03998039685415499 10 TARGET 100 0.0005 0.5 5 6068 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0.039327293521527085 10 TARGET 100 0.0005 0.5 5 6068 0.0 -38 0.047775295196157516 0.03966501648678924 10 TARGET 100 0.0005 0.5 5 6068 0.0 -39 0.04786083040765239 0.03990053588693792 10 TARGET 100 0.0005 0.5 5 6068 0.0 -40 0.04756349144559918 0.0399617895935521 10 TARGET 100 0.0005 0.5 5 6068 0.0 -41 0.04742582078383426 0.039901627961433296 10 TARGET 100 0.0005 0.5 5 6068 0.0 -42 0.048458346601588154 0.03967722561774832 10 TARGET 100 0.0005 0.5 5 6068 0.0 -43 0.04705659209778815 0.039671041410077705 10 TARGET 100 0.0005 0.5 5 6068 0.0 -44 0.04828297685493122 0.03954332288015972 10 TARGET 100 0.0005 0.5 5 6068 0.0 -45 0.04756809809944445 0.039237034930424255 10 TARGET 100 0.0005 0.5 5 6068 0.0 -46 0.0472974809331926 0.03933636132966389 10 TARGET 100 0.0005 0.5 5 6068 0.0 -47 0.047876093737304413 0.03934524896921533 10 TARGET 100 0.0005 0.5 5 6068 0.0 -48 0.04682327853358956 0.03959777398091374 10 TARGET 100 0.0005 0.5 5 6068 0.0 -49 0.04739770659493276 0.039251386893518043 10 TARGET 100 0.0005 0.5 5 6068 0.0 -50 0.04662549441761842 0.03984543060262998 10 TARGET 100 0.0005 0.5 5 6068 0.0 -51 0.04695177093298748 0.038932010982975815 10 TARGET 100 0.0005 0.5 5 6068 0.0 -52 0.047210357619154736 0.03956261186888724 10 TARGET 100 0.0005 0.5 5 6068 0.0 -53 0.0474224081921457 0.039168570529330864 10 TARGET 100 0.0005 0.5 5 6068 0.0 -54 0.04675229673935508 0.039234215675881416 10 TARGET 100 0.0005 0.5 5 6068 0.0 -55 0.04808088129869214 0.03896031212626082 10 TARGET 100 0.0005 0.5 5 6068 0.0 -56 0.04662840872350767 0.03900153889800563 10 TARGET 100 0.0005 0.5 5 6068 0.0 -57 0.04769266154679787 0.03928061168302189 10 TARGET 100 0.0005 0.5 5 6068 0.0 -58 0.04688513635184227 0.039466882180986984 10 TARGET 100 0.0005 0.5 5 6068 0.0 -59 0.046504359667249 0.03958321396600117 10 TARGET 100 0.0005 0.5 5 6068 0.0 -60 0.04606232656673952 0.03945444693619555 10 TARGET 100 0.0005 0.5 5 6068 0.0 -61 0.04686785071636691 0.03967444237434503 10 TARGET 100 0.0005 0.5 5 6068 0.0 -62 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0.0391477310296261 10 TARGET 100 0.0005 0.5 5 6068 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.0005lr_10bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.0005lr_10bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index c349d08b4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.0005lr_10bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07426474873064343 0.056885939091444016 10 TARGET 100 0.0005 0.0 5 632 0.0 -1 0.048576550464136434 0.04251685241858164 10 TARGET 100 0.0005 0.0 5 632 0.0 -2 0.042194344981350884 0.04079921679063277 10 TARGET 100 0.0005 0.0 5 632 0.0 -3 0.04075011284865113 0.03905829346992753 10 TARGET 100 0.0005 0.0 5 632 0.0 -4 0.03913851113682644 0.03715391174861879 10 TARGET 100 0.0005 0.0 5 632 0.0 -5 0.03682933673764319 0.035174821757457474 10 TARGET 100 0.0005 0.0 5 632 0.0 -6 0.034813023319699946 0.03356695451745481 10 TARGET 100 0.0005 0.0 5 632 0.0 -7 0.0334973815101064 0.0326437425207008 10 TARGET 100 0.0005 0.0 5 632 0.0 -8 0.032733215972379805 0.03223780723232211 10 TARGET 100 0.0005 0.0 5 632 0.0 -9 0.0322037816348702 0.031899827673579705 10 TARGET 100 0.0005 0.0 5 632 0.0 -10 0.03189235127308353 0.03173730053910703 10 TARGET 100 0.0005 0.0 5 632 0.0 -11 0.03165658658702767 0.031605961083462746 10 TARGET 100 0.0005 0.0 5 632 0.0 -12 0.03143240348357544 0.0314183101396669 10 TARGET 100 0.0005 0.0 5 632 0.0 -13 0.031244889397161576 0.03132737653725075 10 TARGET 100 0.0005 0.0 5 632 0.0 -14 0.031133562407961196 0.031189702902779434 10 TARGET 100 0.0005 0.0 5 632 0.0 -15 0.03094984365232063 0.03116179398740783 10 TARGET 100 0.0005 0.0 5 632 0.0 -16 0.030883375774780508 0.03111650845543905 10 TARGET 100 0.0005 0.0 5 632 0.0 -17 0.03079665151208338 0.031117613060456333 10 TARGET 100 0.0005 0.0 5 632 0.0 -18 0.03075462177094787 0.031086931456670616 10 TARGET 100 0.0005 0.0 5 632 0.0 -19 0.03071598390662911 0.031015046843976685 10 TARGET 100 0.0005 0.0 5 632 0.0 -20 0.030650502516063376 0.030945083690863667 10 TARGET 100 0.0005 0.0 5 632 0.0 -21 0.030617712749174547 0.030958859645056003 10 TARGET 100 0.0005 0.0 5 632 0.0 -22 0.030596234217938348 0.03087297894737937 10 TARGET 100 0.0005 0.0 5 632 0.0 -23 0.030549637289711523 0.03092364746738564 10 TARGET 100 0.0005 0.0 5 632 0.0 -24 0.030544823480876608 0.030893448119362194 10 TARGET 100 0.0005 0.0 5 632 0.0 -25 0.030510815669490834 0.03085282557841503 10 TARGET 100 0.0005 0.0 5 632 0.0 -26 0.030463295709655343 0.030784910714084453 10 TARGET 100 0.0005 0.0 5 632 0.0 -27 0.03046426292421039 0.030670242101857155 10 TARGET 100 0.0005 0.0 5 632 0.0 -28 0.03041909289505546 0.03068279108089028 10 TARGET 100 0.0005 0.0 5 632 0.0 -29 0.030399549050062192 0.03057733951418689 10 TARGET 100 0.0005 0.0 5 632 0.0 -30 0.030374331525229042 0.03050872361795469 10 TARGET 100 0.0005 0.0 5 632 0.0 -31 0.03035212952881951 0.030562910956866814 10 TARGET 100 0.0005 0.0 5 632 0.0 -32 0.030330761364012054 0.030531152236190708 10 TARGET 100 0.0005 0.0 5 632 0.0 -33 0.03034395695685939 0.030598394798510002 10 TARGET 100 0.0005 0.0 5 632 0.0 -34 0.03029982859789322 0.030485681399251476 10 TARGET 100 0.0005 0.0 5 632 0.0 -35 0.03028399075823601 0.0304457541893829 10 TARGET 100 0.0005 0.0 5 632 0.0 -36 0.03025979570643067 0.03050867101234017 10 TARGET 100 0.0005 0.0 5 632 0.0 -37 0.030289197146190137 0.030525675946564385 10 TARGET 100 0.0005 0.0 5 632 0.0 -38 0.030249373197103992 0.03045546630340995 10 TARGET 100 0.0005 0.0 5 632 0.0 -39 0.030220732538136168 0.030478585793664963 10 TARGET 100 0.0005 0.0 5 632 0.0 -40 0.030194838264775196 0.03050649363660451 10 TARGET 100 0.0005 0.0 5 632 0.0 -41 0.03019163630877681 0.030378021186951435 10 TARGET 100 0.0005 0.0 5 632 0.0 -42 0.030180385982247714 0.030379625488862846 10 TARGET 100 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0.02995347156995274 0.03020674870772795 10 TARGET 100 0.0005 0.0 5 632 0.0 -56 0.029948130287606307 0.03017700711886088 10 TARGET 100 0.0005 0.0 5 632 0.0 -57 0.029936663053854548 0.03029734900954998 10 TARGET 100 0.0005 0.0 5 632 0.0 -58 0.02993860205491183 0.03021605685353279 10 TARGET 100 0.0005 0.0 5 632 0.0 -59 0.029926218832482393 0.030189177360046993 10 TARGET 100 0.0005 0.0 5 632 0.0 -60 0.029925593084056772 0.030303956207000847 10 TARGET 100 0.0005 0.0 5 632 0.0 -61 0.029925195512797695 0.030281821717367027 10 TARGET 100 0.0005 0.0 5 632 0.0 -62 0.02988327808853753 0.030219090086492626 10 TARGET 100 0.0005 0.0 5 632 0.0 -63 0.029863892863143976 0.03016656772656874 10 TARGET 100 0.0005 0.0 5 632 0.0 -64 0.029835966124077035 0.030180252862699104 10 TARGET 100 0.0005 0.0 5 632 0.0 -65 0.029831752588702774 0.030110612060084488 10 TARGET 100 0.0005 0.0 5 632 0.0 -66 0.029816888040715597 0.030195290448539185 10 TARGET 100 0.0005 0.0 5 632 0.0 -67 0.029799526181034368 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0.029548833755029973 0.029897615934411686 10 TARGET 100 0.0005 0.0 5 632 0.0 -93 0.029509601136199153 0.02995442971587181 10 TARGET 100 0.0005 0.0 5 632 0.0 -94 0.02951313875088788 0.029823036243518192 10 TARGET 100 0.0005 0.0 5 632 0.0 -95 0.029490077472997433 0.029871615101442192 10 TARGET 100 0.0005 0.0 5 632 0.0 -96 0.029461303255473723 0.0298297783416329 10 TARGET 100 0.0005 0.0 5 632 0.0 -97 0.029444869482256348 0.029805089544617767 10 TARGET 100 0.0005 0.0 5 632 0.0 -98 0.029427568343552677 0.029818342885736263 10 TARGET 100 0.0005 0.0 5 632 0.0 -99 0.029430840107979195 0.029855576428500088 10 TARGET 100 0.0005 0.0 5 632 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.0005lr_25bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.0005lr_25bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index b5dbbd204..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.0005lr_25bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09255807805392477 0.08019951437458847 25 TARGET 100 0.0005 0.1 5 1685 0.0 -1 0.07319356766388271 0.06414476409554482 25 TARGET 100 0.0005 0.1 5 1685 0.0 -2 0.06087594616668995 0.055312648697784454 25 TARGET 100 0.0005 0.1 5 1685 0.0 -3 0.054019841901732216 0.04754961163482883 25 TARGET 100 0.0005 0.1 5 1685 0.0 -4 0.05010954654377318 0.044139860875227234 25 TARGET 100 0.0005 0.1 5 1685 0.0 -5 0.04759470030339278 0.04290764242636435 25 TARGET 100 0.0005 0.1 5 1685 0.0 -6 0.047946894785972555 0.042507714394367103 25 TARGET 100 0.0005 0.1 5 1685 0.0 -7 0.04552482703844907 0.04205740756834998 25 TARGET 100 0.0005 0.1 5 1685 0.0 -8 0.04588748053067461 0.04167487788380998 25 TARGET 100 0.0005 0.1 5 1685 0.0 -9 0.04509184275587601 0.041756407555305596 25 TARGET 100 0.0005 0.1 5 1685 0.0 -10 0.04477614853593838 0.04151237485083667 25 TARGET 100 0.0005 0.1 5 1685 0.0 -11 0.04441572143774643 0.04113088644137888 25 TARGET 100 0.0005 0.1 5 1685 0.0 -12 0.04418373765793914 0.0407323840666901 25 TARGET 100 0.0005 0.1 5 1685 0.0 -13 0.04416080138423427 0.040588054467331276 25 TARGET 100 0.0005 0.1 5 1685 0.0 -14 0.043520851273980206 0.040420458793188584 25 TARGET 100 0.0005 0.1 5 1685 0.0 -15 0.04284070493019992 0.04006114077161659 25 TARGET 100 0.0005 0.1 5 1685 0.0 -16 0.04303092756606513 0.039695370829466614 25 TARGET 100 0.0005 0.1 5 1685 0.0 -17 0.04311690288235242 0.039536171508106316 25 TARGET 100 0.0005 0.1 5 1685 0.0 -18 0.042730907950337085 0.039306293608564316 25 TARGET 100 0.0005 0.1 5 1685 0.0 -19 0.04175110512510293 0.03887342492287809 25 TARGET 100 0.0005 0.1 5 1685 0.0 -20 0.041593224851270316 0.0385535860039068 25 TARGET 100 0.0005 0.1 5 1685 0.0 -21 0.04152005742169189 0.03847022992417668 25 TARGET 100 0.0005 0.1 5 1685 0.0 -22 0.04017602778369128 0.03802751281270475 25 TARGET 100 0.0005 0.1 5 1685 0.0 -23 0.04064094676614209 0.03733235659698645 25 TARGET 100 0.0005 0.1 5 1685 0.0 -24 0.038659127278610914 0.03701711372669899 25 TARGET 100 0.0005 0.1 5 1685 0.0 -25 0.03842461663564849 0.03699592196128585 25 TARGET 100 0.0005 0.1 5 1685 0.0 -26 0.03838774904307693 0.036492286080663856 25 TARGET 100 0.0005 0.1 5 1685 0.0 -27 0.037894087194493324 0.036343739960681305 25 TARGET 100 0.0005 0.1 5 1685 0.0 -28 0.03788274932991375 0.03634731313495925 25 TARGET 100 0.0005 0.1 5 1685 0.0 -29 0.03824190105553026 0.03621731122786349 25 TARGET 100 0.0005 0.1 5 1685 0.0 -30 0.03830649941432155 0.03620821327874155 25 TARGET 100 0.0005 0.1 5 1685 0.0 -31 0.03840607922737446 0.03600955658564062 25 TARGET 100 0.0005 0.1 5 1685 0.0 -32 0.03772456178234683 0.036097427999431435 25 TARGET 100 0.0005 0.1 5 1685 0.0 -33 0.038356793298063054 0.035871424288912254 25 TARGET 100 0.0005 0.1 5 1685 0.0 -34 0.03739946354995874 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0.0 -94 0.029843827712691392 0.03264553842106552 25 TARGET 100 0.0005 0.0 5 3324 0.0 -95 0.029836095198487192 0.03267153925403501 25 TARGET 100 0.0005 0.0 5 3324 0.0 -96 0.0298385542224754 0.03258952681878299 25 TARGET 100 0.0005 0.0 5 3324 0.0 -97 0.029815644016395314 0.03262851054243969 25 TARGET 100 0.0005 0.0 5 3324 0.0 -98 0.029824760284663653 0.03259721172578407 25 TARGET 100 0.0005 0.0 5 3324 0.0 -99 0.02978996226332003 0.03261496115363005 25 TARGET 100 0.0005 0.0 5 3324 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.0005lr_50bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.0005lr_50bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 6ced305bf..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.0005lr_50bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09435440778029888 0.09500135233004887 50 TARGET 100 0.0005 0.1 5 9212 0.0 -1 0.08529824833777618 0.08202944447596867 50 TARGET 100 0.0005 0.1 5 9212 0.0 -2 0.07365945771788106 0.0718199231407859 50 TARGET 100 0.0005 0.1 5 9212 0.0 -3 0.06650723801668645 0.06576545626828165 50 TARGET 100 0.0005 0.1 5 9212 0.0 -4 0.06150100893193624 0.06059527848706101 50 TARGET 100 0.0005 0.1 5 9212 0.0 -5 0.056832217859098005 0.05531915367552728 50 TARGET 100 0.0005 0.1 5 9212 0.0 -6 0.05360245547862567 0.0509889865237655 50 TARGET 100 0.0005 0.1 5 9212 0.0 -7 0.049902967318440926 0.0480236934893059 50 TARGET 100 0.0005 0.1 5 9212 0.0 -8 0.0475550036538731 0.04596607477375955 50 TARGET 100 0.0005 0.1 5 9212 0.0 -9 0.047344148221742426 0.04500794117197846 50 TARGET 100 0.0005 0.1 5 9212 0.0 -10 0.046689078525360986 0.04443271898410537 50 TARGET 100 0.0005 0.1 5 9212 0.0 -11 0.04565928668185115 0.04400592839176005 50 TARGET 100 0.0005 0.1 5 9212 0.0 -12 0.0455119986124713 0.04363195846478144 50 TARGET 100 0.0005 0.1 5 9212 0.0 -13 0.04466860193244937 0.04334316583293857 50 TARGET 100 0.0005 0.1 5 9212 0.0 -14 0.04440134685950649 0.04299644663026839 50 TARGET 100 0.0005 0.1 5 9212 0.0 -15 0.04472713539947564 0.04291743615811521 50 TARGET 100 0.0005 0.1 5 9212 0.0 -16 0.044571913527920594 0.04254347650390683 50 TARGET 100 0.0005 0.1 5 9212 0.0 -17 0.04459868399081407 0.04238196405949014 50 TARGET 100 0.0005 0.1 5 9212 0.0 -18 0.04379521948771445 0.042205541761535584 50 TARGET 100 0.0005 0.1 5 9212 0.0 -19 0.04367377774582969 0.041974686311952995 50 TARGET 100 0.0005 0.1 5 9212 0.0 -20 0.04409098943776956 0.04174275617256309 50 TARGET 100 0.0005 0.1 5 9212 0.0 -21 0.04221390644307891 0.04158465270743226 50 TARGET 100 0.0005 0.1 5 9212 0.0 -22 0.0428546023890627 0.04147418114272031 50 TARGET 100 0.0005 0.1 5 9212 0.0 -23 0.04320226485530535 0.04117759870308818 50 TARGET 100 0.0005 0.1 5 9212 0.0 -24 0.042596940565791594 0.04097800780877923 50 TARGET 100 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0.03872863094162459 0.03668197346004573 50 TARGET 100 0.0005 0.1 5 9212 0.0 -38 0.03918228239473269 0.036667342777505066 50 TARGET 100 0.0005 0.1 5 9212 0.0 -39 0.03847485847194187 0.03655762360854582 50 TARGET 100 0.0005 0.1 5 9212 0.0 -40 0.03797078433662954 0.036517658129786 50 TARGET 100 0.0005 0.1 5 9212 0.0 -41 0.038499116282972826 0.036440346615784096 50 TARGET 100 0.0005 0.1 5 9212 0.0 -42 0.038353649667316816 0.03636486388065598 50 TARGET 100 0.0005 0.1 5 9212 0.0 -43 0.03815241076478653 0.0361181122787071 50 TARGET 100 0.0005 0.1 5 9212 0.0 -44 0.03748101067512927 0.036162995817986404 50 TARGET 100 0.0005 0.1 5 9212 0.0 -45 0.03872139868561668 0.03627825889623526 50 TARGET 100 0.0005 0.1 5 9212 0.0 -46 0.03804523717323537 0.036053995291392006 50 TARGET 100 0.0005 0.1 5 9212 0.0 -47 0.03846808987033086 0.03601889605775024 50 TARGET 100 0.0005 0.1 5 9212 0.0 -48 0.037742069473973024 0.0359330221333287 50 TARGET 100 0.0005 0.1 5 9212 0.0 -49 0.03923521267394425 0.036018780009313064 50 TARGET 100 0.0005 0.1 5 9212 0.0 -50 0.0370691545834445 0.035920691986878715 50 TARGET 100 0.0005 0.1 5 9212 0.0 -51 0.037784675669288795 0.03603430171356057 50 TARGET 100 0.0005 0.1 5 9212 0.0 -52 0.037739889351306136 0.035856245254928414 50 TARGET 100 0.0005 0.1 5 9212 0.0 -53 0.03861821037701485 0.03587779052781336 50 TARGET 100 0.0005 0.1 5 9212 0.0 -54 0.0384483635300137 0.03590181413473505 50 TARGET 100 0.0005 0.1 5 9212 0.0 -55 0.03772411523041902 0.03579271178353916 50 TARGET 100 0.0005 0.1 5 9212 0.0 -56 0.037696751631068864 0.03589562371824727 50 TARGET 100 0.0005 0.1 5 9212 0.0 -57 0.0382354513362602 0.035693677085818665 50 TARGET 100 0.0005 0.1 5 9212 0.0 -58 0.037866958978300544 0.03572940115224232 50 TARGET 100 0.0005 0.1 5 9212 0.0 -59 0.03792908847934068 0.03571918866399563 50 TARGET 100 0.0005 0.1 5 9212 0.0 -60 0.03728542564693926 0.035578742171778824 50 TARGET 100 0.0005 0.1 5 9212 0.0 -61 0.03740018046765215 0.03573077296217283 50 TARGET 100 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0.038306242588794594 0.035461895845153114 50 TARGET 100 0.0005 0.1 5 9212 0.0 -75 0.0375030581472498 0.03529545280969504 50 TARGET 100 0.0005 0.1 5 9212 0.0 -76 0.03738503906913478 0.03540673851966858 50 TARGET 100 0.0005 0.1 5 9212 0.0 -77 0.03693393002003933 0.03538387810642069 50 TARGET 100 0.0005 0.1 5 9212 0.0 -78 0.037317568442536524 0.03525195169177922 50 TARGET 100 0.0005 0.1 5 9212 0.0 -79 0.036391059846087336 0.035278172768426666 50 TARGET 100 0.0005 0.1 5 9212 0.0 -80 0.03745625921923303 0.03533015671101483 50 TARGET 100 0.0005 0.1 5 9212 0.0 -81 0.036497817534689954 0.03536334904757413 50 TARGET 100 0.0005 0.1 5 9212 0.0 -82 0.03748445955390481 0.03527892053578839 50 TARGET 100 0.0005 0.1 5 9212 0.0 -83 0.03751455000303811 0.03528327630324797 50 TARGET 100 0.0005 0.1 5 9212 0.0 -84 0.037263007978798966 0.03523082037766775 50 TARGET 100 0.0005 0.1 5 9212 0.0 -85 0.03726646129781951 0.035238312049345535 50 TARGET 100 0.0005 0.1 5 9212 0.0 -86 0.03664388932814502 0.03525075621225617 50 TARGET 100 0.0005 0.1 5 9212 0.0 -87 0.03681896633220843 0.03529993693033854 50 TARGET 100 0.0005 0.1 5 9212 0.0 -88 0.03733929271750177 0.03524350171739405 50 TARGET 100 0.0005 0.1 5 9212 0.0 -89 0.03769098648719916 0.035175720060413536 50 TARGET 100 0.0005 0.1 5 9212 0.0 -90 0.03733861002356115 0.03523033247752623 50 TARGET 100 0.0005 0.1 5 9212 0.0 -91 0.03726803264282769 0.03519416431134397 50 TARGET 100 0.0005 0.1 5 9212 0.0 -92 0.03756925635516443 0.03520929723074942 50 TARGET 100 0.0005 0.1 5 9212 0.0 -93 0.037511165520358165 0.035256376320665535 50 TARGET 100 0.0005 0.1 5 9212 0.0 -94 0.0366970923312184 0.03530541197820143 50 TARGET 100 0.0005 0.1 5 9212 0.0 -95 0.036741387061398435 0.03518647023222663 50 TARGET 100 0.0005 0.1 5 9212 0.0 -96 0.037398529762671856 0.03517669732823516 50 TARGET 100 0.0005 0.1 5 9212 0.0 -97 0.037267725663855424 0.035171378403902054 50 TARGET 100 0.0005 0.1 5 9212 0.0 -98 0.0373108314369062 0.0350974290208383 50 TARGET 100 0.0005 0.1 5 9212 0.0 -99 0.036957590154024084 0.035233791917562485 50 TARGET 100 0.0005 0.1 5 9212 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.0005lr_50bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.0005lr_50bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 091f1f379..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.0005lr_50bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.095954892460746 0.09058425440029665 50 TARGET 100 0.0005 0.5 5 3062 0.0 -1 0.09033502638339996 0.08035078486709883 50 TARGET 100 0.0005 0.5 5 3062 0.0 -2 0.08164771774200479 0.07086346998359218 50 TARGET 100 0.0005 0.5 5 3062 0.0 -3 0.07559794777069831 0.06560343187866789 50 TARGET 100 0.0005 0.5 5 3062 0.0 -4 0.07040697810324756 0.06128892923394839 50 TARGET 100 0.0005 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0.03996004062620076 50 TARGET 100 0.0005 0.5 5 3062 0.0 -92 0.04768946791939462 0.039547173024126976 50 TARGET 100 0.0005 0.5 5 3062 0.0 -93 0.04802411543801176 0.040018229096224815 50 TARGET 100 0.0005 0.5 5 3062 0.0 -94 0.04817125689150508 0.03976515906326698 50 TARGET 100 0.0005 0.5 5 3062 0.0 -95 0.047177803373397 0.040003671564839104 50 TARGET 100 0.0005 0.5 5 3062 0.0 -96 0.04705613638315136 0.039632356415192284 50 TARGET 100 0.0005 0.5 5 3062 0.0 -97 0.04719479306779727 0.03983141685074026 50 TARGET 100 0.0005 0.5 5 3062 0.0 -98 0.048521259718069726 0.04015391579631603 50 TARGET 100 0.0005 0.5 5 3062 0.0 -99 0.04732741321427653 0.039623919309991776 50 TARGET 100 0.0005 0.5 5 3062 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.0005lr_50bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.0005lr_50bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index 9dc320420..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.0005lr_50bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09520579806782982 0.08280102547371027 50 TARGET 100 0.0005 0.0 5 885 0.0 -1 0.08340782805123313 0.06793306722785487 50 TARGET 100 0.0005 0.0 5 885 0.0 -2 0.06879043270542164 0.056971329179677094 50 TARGET 100 0.0005 0.0 5 885 0.0 -3 0.05879362471878328 0.05032668533650311 50 TARGET 100 0.0005 0.0 5 885 0.0 -4 0.05258129944755172 0.04581051974585562 50 TARGET 100 0.0005 0.0 5 885 0.0 -5 0.04866349840103978 0.04301850678342761 50 TARGET 100 0.0005 0.0 5 885 0.0 -6 0.04607931584721864 0.04127841679887338 50 TARGET 100 0.0005 0.0 5 885 0.0 -7 0.044528153508600565 0.04049901483636914 50 TARGET 100 0.0005 0.0 5 885 0.0 -8 0.04361124289055866 0.039805536243048584 50 TARGET 100 0.0005 0.0 5 885 0.0 -9 0.04294563703213878 0.03969054680430528 50 TARGET 100 0.0005 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0.03569659726186232 50 TARGET 100 0.0005 0.0 5 885 0.0 -23 0.03697181444125946 0.035451525314287705 50 TARGET 100 0.0005 0.0 5 885 0.0 -24 0.03666589069195869 0.03512100277073456 50 TARGET 100 0.0005 0.0 5 885 0.0 -25 0.036348524092624485 0.03486624540704669 50 TARGET 100 0.0005 0.0 5 885 0.0 -26 0.036010939878747115 0.03444969033201536 50 TARGET 100 0.0005 0.0 5 885 0.0 -27 0.03569147939031774 0.0340997012275638 50 TARGET 100 0.0005 0.0 5 885 0.0 -28 0.03534537674200655 0.033719261487325035 50 TARGET 100 0.0005 0.0 5 885 0.0 -29 0.03501379236528769 0.03329317079800548 50 TARGET 100 0.0005 0.0 5 885 0.0 -30 0.034671002340437185 0.03290984655419985 50 TARGET 100 0.0005 0.0 5 885 0.0 -31 0.03434339855556135 0.032571862818616806 50 TARGET 100 0.0005 0.0 5 885 0.0 -32 0.03403311032137084 0.03216022919073249 50 TARGET 100 0.0005 0.0 5 885 0.0 -33 0.03374810954587227 0.031849236876675575 50 TARGET 100 0.0005 0.0 5 885 0.0 -34 0.033505655034924996 0.03161764731912902 50 TARGET 100 0.0005 0.0 5 885 0.0 -35 0.033284933829949764 0.03138755019189733 50 TARGET 100 0.0005 0.0 5 885 0.0 -36 0.03309707565590589 0.03118365861927018 50 TARGET 100 0.0005 0.0 5 885 0.0 -37 0.032938660345093566 0.0310539219979987 50 TARGET 100 0.0005 0.0 5 885 0.0 -38 0.032812196798998904 0.03087782504206354 50 TARGET 100 0.0005 0.0 5 885 0.0 -39 0.032691577493341686 0.0308642786447749 50 TARGET 100 0.0005 0.0 5 885 0.0 -40 0.03259238401296163 0.03071528814281478 50 TARGET 100 0.0005 0.0 5 885 0.0 -41 0.03251550695310137 0.030634849473382488 50 TARGET 100 0.0005 0.0 5 885 0.0 -42 0.032432289511868446 0.030582262428872513 50 TARGET 100 0.0005 0.0 5 885 0.0 -43 0.03237389793826474 0.030537266340671165 50 TARGET 100 0.0005 0.0 5 885 0.0 -44 0.03232232795445004 0.030468958683989265 50 TARGET 100 0.0005 0.0 5 885 0.0 -45 0.03227380417312436 0.03044810795196981 50 TARGET 100 0.0005 0.0 5 885 0.0 -46 0.03222649477999218 0.0304078296617125 50 TARGET 100 0.0005 0.0 5 885 0.0 -47 0.03218385735244462 0.03035402258462978 50 TARGET 100 0.0005 0.0 5 885 0.0 -48 0.032147620751299844 0.030331030431570427 50 TARGET 100 0.0005 0.0 5 885 0.0 -49 0.03211761812870751 0.03032962368293242 50 TARGET 100 0.0005 0.0 5 885 0.0 -50 0.03209337935804919 0.030286983502182094 50 TARGET 100 0.0005 0.0 5 885 0.0 -51 0.03206573470624208 0.030256472979531143 50 TARGET 100 0.0005 0.0 5 885 0.0 -52 0.0320222728982919 0.030247224551258667 50 TARGET 100 0.0005 0.0 5 885 0.0 -53 0.031994047690722276 0.030224103367689884 50 TARGET 100 0.0005 0.0 5 885 0.0 -54 0.031978698923983154 0.030202057325478756 50 TARGET 100 0.0005 0.0 5 885 0.0 -55 0.03194470048226692 0.030183059191613487 50 TARGET 100 0.0005 0.0 5 885 0.0 -56 0.03192550273806559 0.03015651525647351 50 TARGET 100 0.0005 0.0 5 885 0.0 -57 0.03191231789462494 0.03020727177235213 50 TARGET 100 0.0005 0.0 5 885 0.0 -58 0.031885251459298714 0.03015467795458707 50 TARGET 100 0.0005 0.0 5 885 0.0 -59 0.03186772429456414 0.030128248205239124 50 TARGET 100 0.0005 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0.02997026981955225 50 TARGET 100 0.0005 0.0 5 885 0.0 -73 0.03165660017116704 0.029971758073026485 50 TARGET 100 0.0005 0.0 5 885 0.0 -74 0.03164852211747306 0.029971903133572952 50 TARGET 100 0.0005 0.0 5 885 0.0 -75 0.03164944300421761 0.02995569608879812 50 TARGET 100 0.0005 0.0 5 885 0.0 -76 0.03163134243326757 0.02994832887568257 50 TARGET 100 0.0005 0.0 5 885 0.0 -77 0.031630491731243104 0.029959922882192062 50 TARGET 100 0.0005 0.0 5 885 0.0 -78 0.03161990747909353 0.02991958250376311 50 TARGET 100 0.0005 0.0 5 885 0.0 -79 0.031602463324362985 0.029958363396651817 50 TARGET 100 0.0005 0.0 5 885 0.0 -80 0.03160190066128267 0.029941009244684017 50 TARGET 100 0.0005 0.0 5 885 0.0 -81 0.03158245364875103 0.02990287971315962 50 TARGET 100 0.0005 0.0 5 885 0.0 -82 0.0315821629318625 0.029894337791836624 50 TARGET 100 0.0005 0.0 5 885 0.0 -83 0.031572220439361004 0.02991511808200316 50 TARGET 100 0.0005 0.0 5 885 0.0 -84 0.031565123648454846 0.02991232281607209 50 TARGET 100 0.0005 0.0 5 885 0.0 -85 0.03155979971943881 0.02989844424706517 50 TARGET 100 0.0005 0.0 5 885 0.0 -86 0.03156029705823672 0.029878693491672024 50 TARGET 100 0.0005 0.0 5 885 0.0 -87 0.031547218743046924 0.029930271603392834 50 TARGET 100 0.0005 0.0 5 885 0.0 -88 0.031544456528092076 0.02986260734950051 50 TARGET 100 0.0005 0.0 5 885 0.0 -89 0.031543436808267024 0.029892214037703747 50 TARGET 100 0.0005 0.0 5 885 0.0 -90 0.03153159957918455 0.02989178111381603 50 TARGET 100 0.0005 0.0 5 885 0.0 -91 0.03153368912837923 0.029903529663429115 50 TARGET 100 0.0005 0.0 5 885 0.0 -92 0.031531501981595954 0.029848854198600307 50 TARGET 100 0.0005 0.0 5 885 0.0 -93 0.03151837723825114 0.029904636018203968 50 TARGET 100 0.0005 0.0 5 885 0.0 -94 0.03151281094586207 0.02987225071498842 50 TARGET 100 0.0005 0.0 5 885 0.0 -95 0.03151017210449434 0.029880101990067597 50 TARGET 100 0.0005 0.0 5 885 0.0 -96 0.03151061100515252 0.029887879888216656 50 TARGET 100 0.0005 0.0 5 885 0.0 -97 0.031505580784546 0.029875543984499844 50 TARGET 100 0.0005 0.0 5 885 0.0 -98 0.03151171699617848 0.02984426554405328 50 TARGET 100 0.0005 0.0 5 885 0.0 -99 0.031495473582786745 0.02989757625442563 50 TARGET 100 0.0005 0.0 5 885 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_10bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_10bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index f35813bff..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_10bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.0749295673863053 0.058991729987390114 10 TARGET 100 0.001 0.1 5 1636 0.0 -1 0.05366244093085379 0.04200132202469942 10 TARGET 100 0.001 0.1 5 1636 0.0 -2 0.047823017808022325 0.04034898204333855 10 TARGET 100 0.001 0.1 5 1636 0.0 -3 0.04632583142631383 0.03987723137393142 10 TARGET 100 0.001 0.1 5 1636 0.0 -4 0.044618444310294256 0.03906980585871321 10 TARGET 100 0.001 0.1 5 1636 0.0 -5 0.04362834991278873 0.038304389200427315 10 TARGET 100 0.001 0.1 5 1636 0.0 -6 0.04234630440170516 0.036665438589724625 10 TARGET 100 0.001 0.1 5 1636 0.0 -7 0.0403143842438054 0.03622256795113737 10 TARGET 100 0.001 0.1 5 1636 0.0 -8 0.0403320929443194 0.03591997176408768 10 TARGET 100 0.001 0.1 5 1636 0.0 -9 0.04026335240765051 0.035539536426464714 10 TARGET 100 0.001 0.1 5 1636 0.0 -10 0.03920991889354757 0.03562047535722906 10 TARGET 100 0.001 0.1 5 1636 0.0 -11 0.039566257498180026 0.03525484082373706 10 TARGET 100 0.001 0.1 5 1636 0.0 -12 0.03934462110101173 0.03547374080076362 10 TARGET 100 0.001 0.1 5 1636 0.0 -13 0.03953202333464366 0.034852535096984924 10 TARGET 100 0.001 0.1 5 1636 0.0 -14 0.03963145311382483 0.035258265042846855 10 TARGET 100 0.001 0.1 5 1636 0.0 -15 0.03868524070440318 0.0346972793340683 10 TARGET 100 0.001 0.1 5 1636 0.0 -16 0.03827258188164595 0.034638532804268776 10 TARGET 100 0.001 0.1 5 1636 0.0 -17 0.03846897709148901 0.034465279655926155 10 TARGET 100 0.001 0.1 5 1636 0.0 -18 0.03861512631328419 0.03417244807563045 10 TARGET 100 0.001 0.1 5 1636 0.0 -19 0.03830548084845848 0.03457541950047016 10 TARGET 100 0.001 0.1 5 1636 0.0 -20 0.03809264723073553 0.034980872025092445 10 TARGET 100 0.001 0.1 5 1636 0.0 -21 0.03833074808145814 0.03456206918891632 10 TARGET 100 0.001 0.1 5 1636 0.0 -22 0.03861897929198413 0.0342884287802559 10 TARGET 100 0.001 0.1 5 1636 0.0 -23 0.03727792427947224 0.034537518001867065 10 TARGET 100 0.001 0.1 5 1636 0.0 -24 0.03833135055622669 0.034046474449110756 10 TARGET 100 0.001 0.1 5 1636 0.0 -25 0.03811563947786787 0.034335782807884796 10 TARGET 100 0.001 0.1 5 1636 0.0 -26 0.037904296340013195 0.0339163231352965 10 TARGET 100 0.001 0.1 5 1636 0.0 -27 0.038197945082177616 0.034006254239515823 10 TARGET 100 0.001 0.1 5 1636 0.0 -28 0.037207398732954804 0.03418334912170063 10 TARGET 100 0.001 0.1 5 1636 0.0 -29 0.03791446268859536 0.03406621013401133 10 TARGET 100 0.001 0.1 5 1636 0.0 -30 0.037671623807964905 0.033763644991047455 10 TARGET 100 0.001 0.1 5 1636 0.0 -31 0.03720164674048873 0.03402989222244783 10 TARGET 100 0.001 0.1 5 1636 0.0 -32 0.037380818120809116 0.034057836584521065 10 TARGET 100 0.001 0.1 5 1636 0.0 -33 0.03739896155768372 0.033811497248031876 10 TARGET 100 0.001 0.1 5 1636 0.0 -34 0.03696954458550572 0.03418957058227423 10 TARGET 100 0.001 0.1 5 1636 0.0 -35 0.03815571667143592 0.03420937371750673 10 TARGET 100 0.001 0.1 5 1636 0.0 -36 0.03720008894826226 0.033872137862172996 10 TARGET 100 0.001 0.1 5 1636 0.0 -37 0.03699737045951564 0.03407151110921845 10 TARGET 100 0.001 0.1 5 1636 0.0 -38 0.037642948084858935 0.034173885586135315 10 TARGET 100 0.001 0.1 5 1636 0.0 -39 0.03775757504783897 0.03377745086044976 10 TARGET 100 0.001 0.1 5 1636 0.0 -40 0.03736189200922295 0.033979824207948914 10 TARGET 100 0.001 0.1 5 1636 0.0 -41 0.03687595441837102 0.033906855140671585 10 TARGET 100 0.001 0.1 5 1636 0.0 -42 0.037208575128204496 0.03378121283921329 10 TARGET 100 0.001 0.1 5 1636 0.0 -43 0.03663334485005449 0.03381263419534221 10 TARGET 100 0.001 0.1 5 1636 0.0 -44 0.03773006219855864 0.033919709198402634 10 TARGET 100 0.001 0.1 5 1636 0.0 -45 0.03783323088980684 0.03406654874032194 10 TARGET 100 0.001 0.1 5 1636 0.0 -46 0.036784689070700795 0.0337731402480241 10 TARGET 100 0.001 0.1 5 1636 0.0 -47 0.03722497132867073 0.03368486226959662 10 TARGET 100 0.001 0.1 5 1636 0.0 -48 0.03733386988014685 0.034254944290627136 10 TARGET 100 0.001 0.1 5 1636 0.0 -49 0.037095426171014606 0.0336962089958516 10 TARGET 100 0.001 0.1 5 1636 0.0 -50 0.03692668578540436 0.03411319078595349 10 TARGET 100 0.001 0.1 5 1636 0.0 -51 0.03641407372373523 0.033909943236997635 10 TARGET 100 0.001 0.1 5 1636 0.0 -52 0.03734775855259261 0.03395946030363892 10 TARGET 100 0.001 0.1 5 1636 0.0 -53 0.0367693856534131 0.03372475070257982 10 TARGET 100 0.001 0.1 5 1636 0.0 -54 0.03689212515724428 0.033687264348069824 10 TARGET 100 0.001 0.1 5 1636 0.0 -55 0.03639222413100779 0.03384637296425574 10 TARGET 100 0.001 0.1 5 1636 0.0 -56 0.03639453688404375 0.03370868375129772 10 TARGET 100 0.001 0.1 5 1636 0.0 -57 0.03757970532408668 0.03354653241959485 10 TARGET 100 0.001 0.1 5 1636 0.0 -58 0.036971095303443544 0.0335465825416825 10 TARGET 100 0.001 0.1 5 1636 0.0 -59 0.03672095914355633 0.03396530675165581 10 TARGET 100 0.001 0.1 5 1636 0.0 -60 0.036752129412610524 0.03374901267163681 10 TARGET 100 0.001 0.1 5 1636 0.0 -61 0.03637500900010067 0.03406407684087753 10 TARGET 100 0.001 0.1 5 1636 0.0 -62 0.03697707823255046 0.033464978646599884 10 TARGET 100 0.001 0.1 5 1636 0.0 -63 0.036685152976500865 0.033619168920047356 10 TARGET 100 0.001 0.1 5 1636 0.0 -64 0.0364308670627248 0.033771887816714516 10 TARGET 100 0.001 0.1 5 1636 0.0 -65 0.03710666794317338 0.03326739478066112 10 TARGET 100 0.001 0.1 5 1636 0.0 -66 0.03657157717880978 0.033566063890854515 10 TARGET 100 0.001 0.1 5 1636 0.0 -67 0.03677853715515097 0.033977099496758346 10 TARGET 100 0.001 0.1 5 1636 0.0 -68 0.0360951670241677 0.033697028277498306 10 TARGET 100 0.001 0.1 5 1636 0.0 -69 0.03686740691538411 0.033575107089497826 10 TARGET 100 0.001 0.1 5 1636 0.0 -70 0.03662852180952376 0.033263078072305885 10 TARGET 100 0.001 0.1 5 1636 0.0 -71 0.03663375076245178 0.033661872148513794 10 TARGET 100 0.001 0.1 5 1636 0.0 -72 0.036400522328035194 0.03304061112981854 10 TARGET 100 0.001 0.1 5 1636 0.0 -73 0.03663294433744668 0.033324858963941086 10 TARGET 100 0.001 0.1 5 1636 0.0 -74 0.03679890186848865 0.03364771835957513 10 TARGET 100 0.001 0.1 5 1636 0.0 -75 0.036733911758420446 0.033403456549752845 10 TARGET 100 0.001 0.1 5 1636 0.0 -76 0.03648066101752548 0.03316594790102857 10 TARGET 100 0.001 0.1 5 1636 0.0 -77 0.03635766611180522 0.03359009523057577 10 TARGET 100 0.001 0.1 5 1636 0.0 -78 0.03637574681454034 0.033420190779548706 10 TARGET 100 0.001 0.1 5 1636 0.0 -79 0.0366272085004483 0.03342120609048641 10 TARGET 100 0.001 0.1 5 1636 0.0 -80 0.03676452260677662 0.03358649129443096 10 TARGET 100 0.001 0.1 5 1636 0.0 -81 0.03660788829830359 0.033846217122944916 10 TARGET 100 0.001 0.1 5 1636 0.0 -82 0.0357247356526077 0.033116354240161 10 TARGET 100 0.001 0.1 5 1636 0.0 -83 0.037026023297799554 0.033405123673605194 10 TARGET 100 0.001 0.1 5 1636 0.0 -84 0.03649568845602599 0.03351454922195637 10 TARGET 100 0.001 0.1 5 1636 0.0 -85 0.036660056874808236 0.03337716328149492 10 TARGET 100 0.001 0.1 5 1636 0.0 -86 0.035982572551979765 0.03349269474997665 10 TARGET 100 0.001 0.1 5 1636 0.0 -87 0.035883303424374825 0.03353989756468571 10 TARGET 100 0.001 0.1 5 1636 0.0 -88 0.03632468006476409 0.03344738528583989 10 TARGET 100 0.001 0.1 5 1636 0.0 -89 0.03638791603973819 0.033368480815128845 10 TARGET 100 0.001 0.1 5 1636 0.0 -90 0.03608475762234392 0.03384137311668107 10 TARGET 100 0.001 0.1 5 1636 0.0 -91 0.03614340423408783 0.033376318205035095 10 TARGET 100 0.001 0.1 5 1636 0.0 -92 0.036483691792044574 0.03325320266638741 10 TARGET 100 0.001 0.1 5 1636 0.0 -93 0.03626987612759224 0.03367032833171613 10 TARGET 100 0.001 0.1 5 1636 0.0 -94 0.03690622038261256 0.03336461740687038 10 TARGET 100 0.001 0.1 5 1636 0.0 -95 0.03594527699003115 0.03321113330170964 10 TARGET 100 0.001 0.1 5 1636 0.0 -96 0.03572068394785778 0.033049245618961075 10 TARGET 100 0.001 0.1 5 1636 0.0 -97 0.03605284101583741 0.03325500666643634 10 TARGET 100 0.001 0.1 5 1636 0.0 -98 0.03630450828258036 0.03328074514865875 10 TARGET 100 0.001 0.1 5 1636 0.0 -99 0.0356026106147152 0.03331258977678689 10 TARGET 100 0.001 0.1 5 1636 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_10bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_10bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 03dd3436b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_10bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08081391097519935 0.06392001925092755 10 TARGET 100 0.001 0.5 5 5355 0.0 -1 0.07078215937672641 0.05892306329174475 10 TARGET 100 0.001 0.5 5 5355 0.0 -2 0.06760741908241201 0.05206522243944081 10 TARGET 100 0.001 0.5 5 5355 0.0 -3 0.06236574190483751 0.04610628126697107 10 TARGET 100 0.001 0.5 5 5355 0.0 -4 0.05813276642300063 0.04418440434065732 10 TARGET 100 0.001 0.5 5 5355 0.0 -5 0.056476283943914005 0.04391293521180297 10 TARGET 100 0.001 0.5 5 5355 0.0 -6 0.05466378290795718 0.042689143482482796 10 TARGET 100 0.001 0.5 5 5355 0.0 -7 0.05411848185038326 0.041911342265931045 10 TARGET 100 0.001 0.5 5 5355 0.0 -8 0.053893941670957235 0.04263143580068241 10 TARGET 100 0.001 0.5 5 5355 0.0 -9 0.05192937923952787 0.04218922352248972 10 TARGET 100 0.001 0.5 5 5355 0.0 -10 0.05269878248524184 0.041562204785419235 10 TARGET 100 0.001 0.5 5 5355 0.0 -11 0.05127522729412474 0.040854735017725914 10 TARGET 100 0.001 0.5 5 5355 0.0 -12 0.049516549152055576 0.0404354797845537 10 TARGET 100 0.001 0.5 5 5355 0.0 -13 0.04990780762450061 0.04013492223439795 10 TARGET 100 0.001 0.5 5 5355 0.0 -14 0.04977687923645331 0.04117619663928494 10 TARGET 100 0.001 0.5 5 5355 0.0 -15 0.048940856636875 0.04028051436850519 10 TARGET 100 0.001 0.5 5 5355 0.0 -16 0.0483402030084671 0.0401298687087767 10 TARGET 100 0.001 0.5 5 5355 0.0 -17 0.04763198883495347 0.040171928365122185 10 TARGET 100 0.001 0.5 5 5355 0.0 -18 0.04688517864705737 0.03954700674071456 10 TARGET 100 0.001 0.5 5 5355 0.0 -19 0.046523541651089184 0.04075037823481993 10 TARGET 100 0.001 0.5 5 5355 0.0 -20 0.04699955466720793 0.0391902726030711 10 TARGET 100 0.001 0.5 5 5355 0.0 -21 0.045789491247247766 0.03904660858891227 10 TARGET 100 0.001 0.5 5 5355 0.0 -22 0.045353187229296175 0.03892294373927695 10 TARGET 100 0.001 0.5 5 5355 0.0 -23 0.04589327320657194 0.03960187146157929 10 TARGET 100 0.001 0.5 5 5355 0.0 -24 0.04600502930656828 0.03929279913956469 10 TARGET 100 0.001 0.5 5 5355 0.0 -25 0.04591974219689867 0.038872990079901436 10 TARGET 100 0.001 0.5 5 5355 0.0 -26 0.045924728767639054 0.038543871067690125 10 TARGET 100 0.001 0.5 5 5355 0.0 -27 0.04530867588038397 0.03846355584083182 10 TARGET 100 0.001 0.5 5 5355 0.0 -28 0.04640529979559709 0.03883419016545469 10 TARGET 100 0.001 0.5 5 5355 0.0 -29 0.045083237918539076 0.0388805235199856 10 TARGET 100 0.001 0.5 5 5355 0.0 -30 0.044871148487132806 0.03850526667454026 10 TARGET 100 0.001 0.5 5 5355 0.0 -31 0.045119605782858854 0.03844611730539438 10 TARGET 100 0.001 0.5 5 5355 0.0 -32 0.04573278392505164 0.03820544774785186 10 TARGET 100 0.001 0.5 5 5355 0.0 -33 0.04567676955702329 0.03902234204790809 10 TARGET 100 0.001 0.5 5 5355 0.0 -34 0.04450885157542999 0.03921793502840129 10 TARGET 100 0.001 0.5 5 5355 0.0 -35 0.04502381265213594 0.03893814337524501 10 TARGET 100 0.001 0.5 5 5355 0.0 -36 0.04568229749899119 0.038793441021081176 10 TARGET 100 0.001 0.5 5 5355 0.0 -37 0.045273202600001484 0.039232436793320107 10 TARGET 100 0.001 0.5 5 5355 0.0 -38 0.04517045535573654 0.03876206696485028 10 TARGET 100 0.001 0.5 5 5355 0.0 -39 0.04562976218835272 0.03923543881286274 10 TARGET 100 0.001 0.5 5 5355 0.0 -40 0.04638067942727295 0.03924739473696911 10 TARGET 100 0.001 0.5 5 5355 0.0 -41 0.04561125581162145 0.03899342894102588 10 TARGET 100 0.001 0.5 5 5355 0.0 -42 0.04573829148453896 0.03854313504063722 10 TARGET 100 0.001 0.5 5 5355 0.0 -43 0.04506803055604299 0.038760964617584694 10 TARGET 100 0.001 0.5 5 5355 0.0 -44 0.04537433498736584 0.03851666459531495 10 TARGET 100 0.001 0.5 5 5355 0.0 -45 0.04518212459554977 0.03848693136012915 10 TARGET 100 0.001 0.5 5 5355 0.0 -46 0.04388170372004862 0.03905106290723338 10 TARGET 100 0.001 0.5 5 5355 0.0 -47 0.045071523686751776 0.038419236739476524 10 TARGET 100 0.001 0.5 5 5355 0.0 -48 0.04587856573538748 0.03849615890419844 10 TARGET 100 0.001 0.5 5 5355 0.0 -49 0.045743179642391524 0.038697960137417824 10 TARGET 100 0.001 0.5 5 5355 0.0 -50 0.045428509325391116 0.03817493028261445 10 TARGET 100 0.001 0.5 5 5355 0.0 -51 0.045714658656806656 0.039101429396506515 10 TARGET 100 0.001 0.5 5 5355 0.0 -52 0.04536791978661059 0.03908733492999366 10 TARGET 100 0.001 0.5 5 5355 0.0 -53 0.044118834878960844 0.03929287161339413 10 TARGET 100 0.001 0.5 5 5355 0.0 -54 0.04552285065905815 0.03901680818561352 10 TARGET 100 0.001 0.5 5 5355 0.0 -55 0.044950117366482516 0.0376777769715497 10 TARGET 100 0.001 0.5 5 5355 0.0 -56 0.0444794590475182 0.038110525657733284 10 TARGET 100 0.001 0.5 5 5355 0.0 -57 0.045202342197549865 0.03834559644261996 10 TARGET 100 0.001 0.5 5 5355 0.0 -58 0.0450340304837283 0.0383277450772849 10 TARGET 100 0.001 0.5 5 5355 0.0 -59 0.044806647092505335 0.038546895438974556 10 TARGET 100 0.001 0.5 5 5355 0.0 -60 0.044068558448894256 0.03872107499928185 10 TARGET 100 0.001 0.5 5 5355 0.0 -61 0.046177718650411675 0.03869826177304441 10 TARGET 100 0.001 0.5 5 5355 0.0 -62 0.04486423698238251 0.038356237903688896 10 TARGET 100 0.001 0.5 5 5355 0.0 -63 0.045503353304935226 0.03916050008300579 10 TARGET 100 0.001 0.5 5 5355 0.0 -64 0.04490005884708379 0.03823965584689921 10 TARGET 100 0.001 0.5 5 5355 0.0 -65 0.04479668959222659 0.03844464773481542 10 TARGET 100 0.001 0.5 5 5355 0.0 -66 0.04515290871162206 0.038161555022904366 10 TARGET 100 0.001 0.5 5 5355 0.0 -67 0.04553960234880046 0.03850899828654347 10 TARGET 100 0.001 0.5 5 5355 0.0 -68 0.044168164596112086 0.03870514780282974 10 TARGET 100 0.001 0.5 5 5355 0.0 -69 0.044907673741831924 0.03848146263397101 10 TARGET 100 0.001 0.5 5 5355 0.0 -70 0.04464292239008929 0.03844910385933789 10 TARGET 100 0.001 0.5 5 5355 0.0 -71 0.04489037814716297 0.03827202624895356 10 TARGET 100 0.001 0.5 5 5355 0.0 -72 0.04566920942529685 0.03873297086719311 10 TARGET 100 0.001 0.5 5 5355 0.0 -73 0.0441807111982344 0.03821994815811967 10 TARGET 100 0.001 0.5 5 5355 0.0 -74 0.04456005546480718 0.038444730820077835 10 TARGET 100 0.001 0.5 5 5355 0.0 -75 0.044679778530842526 0.038481824438680305 10 TARGET 100 0.001 0.5 5 5355 0.0 -76 0.04422725954089903 0.03885265721967726 10 TARGET 100 0.001 0.5 5 5355 0.0 -77 0.04551833115442835 0.03848803461049542 10 TARGET 100 0.001 0.5 5 5355 0.0 -78 0.04526536154124873 0.03817913308739662 10 TARGET 100 0.001 0.5 5 5355 0.0 -79 0.04473933250163541 0.038320160724899986 10 TARGET 100 0.001 0.5 5 5355 0.0 -80 0.045223123610320715 0.037953456242879234 10 TARGET 100 0.001 0.5 5 5355 0.0 -81 0.044417855978915184 0.037768046061197914 10 TARGET 100 0.001 0.5 5 5355 0.0 -82 0.044983798719516105 0.03792159981799848 10 TARGET 100 0.001 0.5 5 5355 0.0 -83 0.045166907587436717 0.038331917176644005 10 TARGET 100 0.001 0.5 5 5355 0.0 -84 0.04495677176348689 0.03795994468259089 10 TARGET 100 0.001 0.5 5 5355 0.0 -85 0.04516962185652569 0.03814448675874508 10 TARGET 100 0.001 0.5 5 5355 0.0 -86 0.04516888184077812 0.03887052269596042 10 TARGET 100 0.001 0.5 5 5355 0.0 -87 0.04508529397775027 0.0393399792638692 10 TARGET 100 0.001 0.5 5 5355 0.0 -88 0.04492192415627165 0.03836685023976095 10 TARGET 100 0.001 0.5 5 5355 0.0 -89 0.04466982098039152 0.03852333771911534 10 TARGET 100 0.001 0.5 5 5355 0.0 -90 0.04468407607339448 0.039040940729054535 10 TARGET 100 0.001 0.5 5 5355 0.0 -91 0.044985845559574536 0.03842414926850435 10 TARGET 100 0.001 0.5 5 5355 0.0 -92 0.04465146528349982 0.03832723132588647 10 TARGET 100 0.001 0.5 5 5355 0.0 -93 0.04414484506905681 0.03785057490070661 10 TARGET 100 0.001 0.5 5 5355 0.0 -94 0.045191260575244724 0.03813959951653625 10 TARGET 100 0.001 0.5 5 5355 0.0 -95 0.044192309030378706 0.038032180883667686 10 TARGET 100 0.001 0.5 5 5355 0.0 -96 0.045827685005536384 0.03863136425162807 10 TARGET 100 0.001 0.5 5 5355 0.0 -97 0.04413566338243308 0.038995828705303597 10 TARGET 100 0.001 0.5 5 5355 0.0 -98 0.04481877204695535 0.03823660144751722 10 TARGET 100 0.001 0.5 5 5355 0.0 -99 0.04495546379775712 0.03885855559598316 10 TARGET 100 0.001 0.5 5 5355 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_10bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_10bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index 1e634c707..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_10bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.06748774562419865 0.045583810544375214 10 TARGET 100 0.001 0.0 5 7242 0.0 -1 0.04353428029953831 0.040424928520665024 10 TARGET 100 0.001 0.0 5 7242 0.0 -2 0.04101824623717604 0.03922480344772339 10 TARGET 100 0.001 0.0 5 7242 0.0 -3 0.03914088726996974 0.0379246324300766 10 TARGET 100 0.001 0.0 5 7242 0.0 -4 0.03718268235373979 0.03618788154739322 10 TARGET 100 0.001 0.0 5 7242 0.0 -5 0.03588765194194285 0.03533129213434277 10 TARGET 100 0.001 0.0 5 7242 0.0 -6 0.03519351209077971 0.03500948451233633 10 TARGET 100 0.001 0.0 5 7242 0.0 -7 0.03473748983533093 0.03491005967512275 10 TARGET 100 0.001 0.0 5 7242 0.0 -8 0.03442455456287973 0.03459934890270233 10 TARGET 100 0.001 0.0 5 7242 0.0 -9 0.03367322463830714 0.03355649604716084 10 TARGET 100 0.001 0.0 5 7242 0.0 -10 0.03265149293699449 0.032703602968743355 10 TARGET 100 0.001 0.0 5 7242 0.0 -11 0.032227919051291964 0.032649648121812126 10 TARGET 100 0.001 0.0 5 7242 0.0 -12 0.03195952260960834 0.0325178476897153 10 TARGET 100 0.001 0.0 5 7242 0.0 -13 0.03182507565978802 0.03256029381670735 10 TARGET 100 0.001 0.0 5 7242 0.0 -14 0.031830499143110785 0.032453698868101295 10 TARGET 100 0.001 0.0 5 7242 0.0 -15 0.03170859281864231 0.03240121127755353 10 TARGET 100 0.001 0.0 5 7242 0.0 -16 0.03167986260846207 0.0324783343821764 10 TARGET 100 0.001 0.0 5 7242 0.0 -17 0.031628630076996005 0.032323758428295456 10 TARGET 100 0.001 0.0 5 7242 0.0 -18 0.031605835978932656 0.03245666301385923 10 TARGET 100 0.001 0.0 5 7242 0.0 -19 0.03156872132561022 0.0321927514265884 10 TARGET 100 0.001 0.0 5 7242 0.0 -20 0.03150622359154 0.032570372758941216 10 TARGET 100 0.001 0.0 5 7242 0.0 -21 0.03152229710284508 0.03218582814390009 10 TARGET 100 0.001 0.0 5 7242 0.0 -22 0.03141793032938784 0.03219437062966101 10 TARGET 100 0.001 0.0 5 7242 0.0 -23 0.031477267493302576 0.03221233872075876 10 TARGET 100 0.001 0.0 5 7242 0.0 -24 0.031284456508177697 0.032051825670130325 10 TARGET 100 0.001 0.0 5 7242 0.0 -25 0.031222404548365258 0.03198855088064165 10 TARGET 100 0.001 0.0 5 7242 0.0 -26 0.030947140320784314 0.03190678533053759 10 TARGET 100 0.001 0.0 5 7242 0.0 -27 0.030709099802204255 0.03157838941975073 10 TARGET 100 0.001 0.0 5 7242 0.0 -28 0.030485803386829918 0.03134853065465436 10 TARGET 100 0.001 0.0 5 7242 0.0 -29 0.030451418687699218 0.031249375900987423 10 TARGET 100 0.001 0.0 5 7242 0.0 -30 0.03037520111710937 0.031108091782891388 10 TARGET 100 0.001 0.0 5 7242 0.0 -31 0.030258826660588132 0.03131586753509261 10 TARGET 100 0.001 0.0 5 7242 0.0 -32 0.030334857759702488 0.031058515845374626 10 TARGET 100 0.001 0.0 5 7242 0.0 -33 0.030256626262056708 0.030976702092271862 10 TARGET 100 0.001 0.0 5 7242 0.0 -34 0.03020857367978152 0.030977469953623684 10 TARGET 100 0.001 0.0 5 7242 0.0 -35 0.030230231068852774 0.030863784930922768 10 TARGET 100 0.001 0.0 5 7242 0.0 -36 0.030164522492022627 0.030920620386799175 10 TARGET 100 0.001 0.0 5 7242 0.0 -37 0.0301443304026167 0.030924558583082573 10 TARGET 100 0.001 0.0 5 7242 0.0 -38 0.030120985162278218 0.030916395794713135 10 TARGET 100 0.001 0.0 5 7242 0.0 -39 0.030074347889282888 0.0308079133092454 10 TARGET 100 0.001 0.0 5 7242 0.0 -40 0.030091493738570597 0.030889485313585312 10 TARGET 100 0.001 0.0 5 7242 0.0 -41 0.03009216063452088 0.030847075028401432 10 TARGET 100 0.001 0.0 5 7242 0.0 -42 0.030073522367461362 0.03079387206922878 10 TARGET 100 0.001 0.0 5 7242 0.0 -43 0.030034955189585284 0.030789827927947044 10 TARGET 100 0.001 0.0 5 7242 0.0 -44 0.03004221876562645 0.030781344256617806 10 TARGET 100 0.001 0.0 5 7242 0.0 -45 0.03001512889358331 0.030849222432483326 10 TARGET 100 0.001 0.0 5 7242 0.0 -46 0.030028282222573203 0.030711343003944916 10 TARGET 100 0.001 0.0 5 7242 0.0 -47 0.03001380660367333 0.03082312321798368 10 TARGET 100 0.001 0.0 5 7242 0.0 -48 0.02999092285405305 0.030782488880283905 10 TARGET 100 0.001 0.0 5 7242 0.0 -49 0.02997027803525981 0.03082738540163546 10 TARGET 100 0.001 0.0 5 7242 0.0 -50 0.029977725592978073 0.030818801373243332 10 TARGET 100 0.001 0.0 5 7242 0.0 -51 0.029976500825398298 0.030709958663492493 10 TARGET 100 0.001 0.0 5 7242 0.0 -52 0.02990323421153356 0.030829695081620506 10 TARGET 100 0.001 0.0 5 7242 0.0 -53 0.030001666522286956 0.030663851874344276 10 TARGET 100 0.001 0.0 5 7242 0.0 -54 0.029956556756287712 0.030773188749497585 10 TARGET 100 0.001 0.0 5 7242 0.0 -55 0.029899110377888487 0.030702472297531185 10 TARGET 100 0.001 0.0 5 7242 0.0 -56 0.029929709203716882 0.03069965061590527 10 TARGET 100 0.001 0.0 5 7242 0.0 -57 0.029895164517792387 0.030665474915594765 10 TARGET 100 0.001 0.0 5 7242 0.0 -58 0.02989184322080227 0.030697216816020733 10 TARGET 100 0.001 0.0 5 7242 0.0 -59 0.029907035575521112 0.030788910829208115 10 TARGET 100 0.001 0.0 5 7242 0.0 -60 0.029894564244331734 0.030582486059178005 10 TARGET 100 0.001 0.0 5 7242 0.0 -61 0.029836693000964042 0.03055894600622582 10 TARGET 100 0.001 0.0 5 7242 0.0 -62 0.029830851438470963 0.03067902215954029 10 TARGET 100 0.001 0.0 5 7242 0.0 -63 0.029808680097312235 0.030584237002062076 10 TARGET 100 0.001 0.0 5 7242 0.0 -64 0.029832181592882683 0.030599288811737842 10 TARGET 100 0.001 0.0 5 7242 0.0 -65 0.029765507394466737 0.03054113561908404 10 TARGET 100 0.001 0.0 5 7242 0.0 -66 0.029786859083958346 0.03042427608461091 10 TARGET 100 0.001 0.0 5 7242 0.0 -67 0.029750608434580793 0.03058172141512235 10 TARGET 100 0.001 0.0 5 7242 0.0 -68 0.029770652095627303 0.030614726527622253 10 TARGET 100 0.001 0.0 5 7242 0.0 -69 0.02974577721597169 0.030690946757341877 10 TARGET 100 0.001 0.0 5 7242 0.0 -70 0.02970773062546446 0.030465432075840054 10 TARGET 100 0.001 0.0 5 7242 0.0 -71 0.029726069715338123 0.030691745662779518 10 TARGET 100 0.001 0.0 5 7242 0.0 -72 0.029707701393851527 0.030488972862561543 10 TARGET 100 0.001 0.0 5 7242 0.0 -73 0.029736306311355695 0.030532410819873665 10 TARGET 100 0.001 0.0 5 7242 0.0 -74 0.029753237580159297 0.030594084298971928 10 TARGET 100 0.001 0.0 5 7242 0.0 -75 0.029710716621241584 0.030555229803377933 10 TARGET 100 0.001 0.0 5 7242 0.0 -76 0.029733637109499188 0.03047484802928838 10 TARGET 100 0.001 0.0 5 7242 0.0 -77 0.029728354973975656 0.03050564776993159 10 TARGET 100 0.001 0.0 5 7242 0.0 -78 0.029700553050948313 0.03059890205887231 10 TARGET 100 0.001 0.0 5 7242 0.0 -79 0.029697638625899952 0.030400767357963505 10 TARGET 100 0.001 0.0 5 7242 0.0 -80 0.029639348883169266 0.03038939760264122 10 TARGET 100 0.001 0.0 5 7242 0.0 -81 0.029653365344361023 0.03044138414164384 10 TARGET 100 0.001 0.0 5 7242 0.0 -82 0.029649647366669443 0.030574323270808567 10 TARGET 100 0.001 0.0 5 7242 0.0 -83 0.029646084101412833 0.030476716713923397 10 TARGET 100 0.001 0.0 5 7242 0.0 -84 0.02965615626412008 0.030564183764385456 10 TARGET 100 0.001 0.0 5 7242 0.0 -85 0.02966588218806167 0.03053347760755004 10 TARGET 100 0.001 0.0 5 7242 0.0 -86 0.029648626085232804 0.030355323388269455 10 TARGET 100 0.001 0.0 5 7242 0.0 -87 0.029661992596155064 0.030397666787559337 10 TARGET 100 0.001 0.0 5 7242 0.0 -88 0.029586902195556396 0.030406459657983345 10 TARGET 100 0.001 0.0 5 7242 0.0 -89 0.02962979195194212 0.03048116685540387 10 TARGET 100 0.001 0.0 5 7242 0.0 -90 0.029606374162515808 0.030345100514364964 10 TARGET 100 0.001 0.0 5 7242 0.0 -91 0.029621039702234044 0.030396101544752266 10 TARGET 100 0.001 0.0 5 7242 0.0 -92 0.029604403471404857 0.03053687145989953 10 TARGET 100 0.001 0.0 5 7242 0.0 -93 0.02960891784592108 0.0304829968195973 10 TARGET 100 0.001 0.0 5 7242 0.0 -94 0.029593805760546564 0.030424975874749096 10 TARGET 100 0.001 0.0 5 7242 0.0 -95 0.02958769873035476 0.030309097784938233 10 TARGET 100 0.001 0.0 5 7242 0.0 -96 0.02959334877906022 0.030304023544445183 10 TARGET 100 0.001 0.0 5 7242 0.0 -97 0.02954579746783382 0.03039614703844894 10 TARGET 100 0.001 0.0 5 7242 0.0 -98 0.029578563195938615 0.03031149890386697 10 TARGET 100 0.001 0.0 5 7242 0.0 -99 0.029536477236785874 0.030359653360915905 10 TARGET 100 0.001 0.0 5 7242 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_25bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_25bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 7cf737031..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_25bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08514652323441875 0.06758833552400272 25 TARGET 100 0.001 0.1 5 2723 0.0 -1 0.06217651328805721 0.05161213716774276 25 TARGET 100 0.001 0.1 5 2723 0.0 -2 0.052135224733188094 0.04397408731959083 25 TARGET 100 0.001 0.1 5 2723 0.0 -3 0.04797266983122938 0.04226073876700618 25 TARGET 100 0.001 0.1 5 2723 0.0 -4 0.04769606721471456 0.041700912075060784 25 TARGET 100 0.001 0.1 5 2723 0.0 -5 0.046265279968278575 0.04141853286912947 25 TARGET 100 0.001 0.1 5 2723 0.0 -6 0.045783153656707064 0.04059962143726421 25 TARGET 100 0.001 0.1 5 2723 0.0 -7 0.04549101254078074 0.04015443807072712 25 TARGET 100 0.001 0.1 5 2723 0.0 -8 0.045800763831445664 0.03990274724183661 25 TARGET 100 0.001 0.1 5 2723 0.0 -9 0.04424927669015998 0.03969901523581057 25 TARGET 100 0.001 0.1 5 2723 0.0 -10 0.04327287272822977 0.03911972226518573 25 TARGET 100 0.001 0.1 5 2723 0.0 -11 0.04090326976169039 0.03787823202032031 25 TARGET 100 0.001 0.1 5 2723 0.0 -12 0.03976918541848258 0.03650464332013419 25 TARGET 100 0.001 0.1 5 2723 0.0 -13 0.039522761579364636 0.03625854460353201 25 TARGET 100 0.001 0.1 5 2723 0.0 -14 0.03843453884601392 0.03616580005848047 25 TARGET 100 0.001 0.1 5 2723 0.0 -15 0.03821313052566766 0.03595218846969532 25 TARGET 100 0.001 0.1 5 2723 0.0 -16 0.039380854058396135 0.03608201455437776 25 TARGET 100 0.001 0.1 5 2723 0.0 -17 0.03859664862254252 0.03578350049528209 25 TARGET 100 0.001 0.1 5 2723 0.0 -18 0.0381940758727516 0.03605868554476536 25 TARGET 100 0.001 0.1 5 2723 0.0 -19 0.03874050497833125 0.035839915106242355 25 TARGET 100 0.001 0.1 5 2723 0.0 -20 0.03820520776138964 0.03581532215078672 25 TARGET 100 0.001 0.1 5 2723 0.0 -21 0.037723074532317796 0.03557441383600235 25 TARGET 100 0.001 0.1 5 2723 0.0 -22 0.03777487510156752 0.03546679911739899 25 TARGET 100 0.001 0.1 5 2723 0.0 -23 0.037969026319456825 0.03556406622131666 25 TARGET 100 0.001 0.1 5 2723 0.0 -24 0.03810156099749133 0.03534944462731029 25 TARGET 100 0.001 0.1 5 2723 0.0 -25 0.03869642242663838 0.03547211403422283 25 TARGET 100 0.001 0.1 5 2723 0.0 -26 0.037893604393107724 0.03527148169550029 25 TARGET 100 0.001 0.1 5 2723 0.0 -27 0.037780989764214366 0.035401400686665016 25 TARGET 100 0.001 0.1 5 2723 0.0 -28 0.03838881850242615 0.03521975101620862 25 TARGET 100 0.001 0.1 5 2723 0.0 -29 0.03823527345678421 0.03549134454718142 25 TARGET 100 0.001 0.1 5 2723 0.0 -30 0.03773420832750171 0.03522398785659761 25 TARGET 100 0.001 0.1 5 2723 0.0 -31 0.03738915834337573 0.03507624679442608 25 TARGET 100 0.001 0.1 5 2723 0.0 -32 0.03774814423713018 0.03525330047264243 25 TARGET 100 0.001 0.1 5 2723 0.0 -33 0.037660781212577515 0.03527991112434503 25 TARGET 100 0.001 0.1 5 2723 0.0 -34 0.03766311105553952 0.035420837558128616 25 TARGET 100 0.001 0.1 5 2723 0.0 -35 0.03735296292111328 0.03509702166598855 25 TARGET 100 0.001 0.1 5 2723 0.0 -36 0.03753890500400805 0.035177144475958565 25 TARGET 100 0.001 0.1 5 2723 0.0 -37 0.03742994983940815 0.035045600016460274 25 TARGET 100 0.001 0.1 5 2723 0.0 -38 0.03738328440096041 0.03511464923168674 25 TARGET 100 0.001 0.1 5 2723 0.0 -39 0.036928759774926934 0.034946438263763084 25 TARGET 100 0.001 0.1 5 2723 0.0 -40 0.037038962115292194 0.035167297517711464 25 TARGET 100 0.001 0.1 5 2723 0.0 -41 0.037905381108173215 0.0348642272028056 25 TARGET 100 0.001 0.1 5 2723 0.0 -42 0.03722411878908724 0.03480823665405765 25 TARGET 100 0.001 0.1 5 2723 0.0 -43 0.03746485348903772 0.034844602486400894 25 TARGET 100 0.001 0.1 5 2723 0.0 -44 0.0371945126402358 0.03480869164746819 25 TARGET 100 0.001 0.1 5 2723 0.0 -45 0.03681112335436673 0.03476820248320247 25 TARGET 100 0.001 0.1 5 2723 0.0 -46 0.03730547521576938 0.03497149524363605 25 TARGET 100 0.001 0.1 5 2723 0.0 -47 0.03738905971725581 0.034819921760848076 25 TARGET 100 0.001 0.1 5 2723 0.0 -48 0.037309597926810135 0.034907675658663116 25 TARGET 100 0.001 0.1 5 2723 0.0 -49 0.03748103450695272 0.03494825801163009 25 TARGET 100 0.001 0.1 5 2723 0.0 -50 0.03721815236665384 0.03480702068543795 25 TARGET 100 0.001 0.1 5 2723 0.0 -51 0.037410909121837276 0.034862798497532356 25 TARGET 100 0.001 0.1 5 2723 0.0 -52 0.03774516491426362 0.034734155079632095 25 TARGET 100 0.001 0.1 5 2723 0.0 -53 0.03697098309945578 0.03465616053929835 25 TARGET 100 0.001 0.1 5 2723 0.0 -54 0.037653752072692316 0.03485062994966001 25 TARGET 100 0.001 0.1 5 2723 0.0 -55 0.037165290020682196 0.03473785084982713 25 TARGET 100 0.001 0.1 5 2723 0.0 -56 0.03701293309178417 0.03458570497054042 25 TARGET 100 0.001 0.1 5 2723 0.0 -57 0.03717240076574814 0.03454485654153607 25 TARGET 100 0.001 0.1 5 2723 0.0 -58 0.037641747606924486 0.03486014546995813 25 TARGET 100 0.001 0.1 5 2723 0.0 -59 0.037587758109776256 0.0345779498192397 25 TARGET 100 0.001 0.1 5 2723 0.0 -60 0.03733905175895201 0.034892824619556916 25 TARGET 100 0.001 0.1 5 2723 0.0 -61 0.037536083140507694 0.03473678598123969 25 TARGET 100 0.001 0.1 5 2723 0.0 -62 0.036911461401969096 0.03463807538377516 25 TARGET 100 0.001 0.1 5 2723 0.0 -63 0.037384306623126924 0.03449032088798104 25 TARGET 100 0.001 0.1 5 2723 0.0 -64 0.037078229654015915 0.0346331631369663 25 TARGET 100 0.001 0.1 5 2723 0.0 -65 0.03706368805859426 0.03448270566084168 25 TARGET 100 0.001 0.1 5 2723 0.0 -66 0.036672492288931054 0.03470852299395836 25 TARGET 100 0.001 0.1 5 2723 0.0 -67 0.03695060277627373 0.03458571163090793 25 TARGET 100 0.001 0.1 5 2723 0.0 -68 0.036600895207187144 0.03450794461550134 25 TARGET 100 0.001 0.1 5 2723 0.0 -69 0.03720314418175807 0.034549220324014175 25 TARGET 100 0.001 0.1 5 2723 0.0 -70 0.036278948840067445 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0.0 -83 0.036837278216174156 0.034339018504727974 25 TARGET 100 0.001 0.1 5 2723 0.0 -84 0.03614026508748732 0.03447780131616376 25 TARGET 100 0.001 0.1 5 2723 0.0 -85 0.03681513741110712 0.0343405365040808 25 TARGET 100 0.001 0.1 5 2723 0.0 -86 0.036567229532984774 0.03452838748467691 25 TARGET 100 0.001 0.1 5 2723 0.0 -87 0.036412219375823486 0.03433533876456998 25 TARGET 100 0.001 0.1 5 2723 0.0 -88 0.03581508151522088 0.03429685747533134 25 TARGET 100 0.001 0.1 5 2723 0.0 -89 0.035347888619334814 0.034342648179242104 25 TARGET 100 0.001 0.1 5 2723 0.0 -90 0.03605089176396027 0.034247764414458565 25 TARGET 100 0.001 0.1 5 2723 0.0 -91 0.03603999848518307 0.034412915564396164 25 TARGET 100 0.001 0.1 5 2723 0.0 -92 0.03673660591470473 0.034304688769308006 25 TARGET 100 0.001 0.1 5 2723 0.0 -93 0.03628246213375318 0.03432339983004512 25 TARGET 100 0.001 0.1 5 2723 0.0 -94 0.03666519631415305 0.034280133518305694 25 TARGET 100 0.001 0.1 5 2723 0.0 -95 0.03689328025436963 0.034284186803481796 25 TARGET 100 0.001 0.1 5 2723 0.0 -96 0.03588652238876932 0.03423654067922722 25 TARGET 100 0.001 0.1 5 2723 0.0 -97 0.03631543730595698 0.03422849218953739 25 TARGET 100 0.001 0.1 5 2723 0.0 -98 0.03652493586694753 0.034223726583701194 25 TARGET 100 0.001 0.1 5 2723 0.0 -99 0.03602498372144972 0.034282770177180115 25 TARGET 100 0.001 0.1 5 2723 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_25bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_25bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 54881e73b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_25bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09625744439586244 0.09849334338849242 25 TARGET 100 0.001 0.5 5 2685 0.0 -1 0.08816982692841327 0.06921986829150807 25 TARGET 100 0.001 0.5 5 2685 0.0 -2 0.0717331475518669 0.05712220213855758 25 TARGET 100 0.001 0.5 5 2685 0.0 -3 0.06861394764824147 0.054058811316887535 25 TARGET 100 0.001 0.5 5 2685 0.0 -4 0.06386633236776498 0.048772046003829346 25 TARGET 100 0.001 0.5 5 2685 0.0 -5 0.06086265851401721 0.04557256993244995 25 TARGET 100 0.001 0.5 5 2685 0.0 -6 0.05701552679517655 0.045416583504640694 25 TARGET 100 0.001 0.5 5 2685 0.0 -7 0.055635572778004586 0.044672004596302 25 TARGET 100 0.001 0.5 5 2685 0.0 -8 0.054221244296842955 0.04339561487237612 25 TARGET 100 0.001 0.5 5 2685 0.0 -9 0.0532752582207573 0.043055685575712814 25 TARGET 100 0.001 0.5 5 2685 0.0 -10 0.05368816860722572 0.043256442147222435 25 TARGET 100 0.001 0.5 5 2685 0.0 -11 0.05225545968797672 0.04258823727793766 25 TARGET 100 0.001 0.5 5 2685 0.0 -12 0.05393566585048682 0.04358107833699747 25 TARGET 100 0.001 0.5 5 2685 0.0 -13 0.05112501942499318 0.04237157066888882 25 TARGET 100 0.001 0.5 5 2685 0.0 -14 0.05219879560172558 0.0421064765277234 25 TARGET 100 0.001 0.5 5 2685 0.0 -15 0.05248445437386983 0.042239595599698296 25 TARGET 100 0.001 0.5 5 2685 0.0 -16 0.05164447033570872 0.0417251634891286 25 TARGET 100 0.001 0.5 5 2685 0.0 -17 0.052310060270707615 0.041873761932506706 25 TARGET 100 0.001 0.5 5 2685 0.0 -18 0.051909321461261725 0.04158563144279249 25 TARGET 100 0.001 0.5 5 2685 0.0 -19 0.05163960527591031 0.04068875115251902 25 TARGET 100 0.001 0.5 5 2685 0.0 -20 0.05193850308380745 0.04162081037506913 25 TARGET 100 0.001 0.5 5 2685 0.0 -21 0.0497097267019829 0.04081538511496602 25 TARGET 100 0.001 0.5 5 2685 0.0 -22 0.050140603461149166 0.04157181067222899 25 TARGET 100 0.001 0.5 5 2685 0.0 -23 0.051569229506131777 0.041572638815551094 25 TARGET 100 0.001 0.5 5 2685 0.0 -24 0.05111344557518911 0.04084130291911689 25 TARGET 100 0.001 0.5 5 2685 0.0 -25 0.05054289153980888 0.041343370508967026 25 TARGET 100 0.001 0.5 5 2685 0.0 -26 0.049656783779361835 0.04039420593868603 25 TARGET 100 0.001 0.5 5 2685 0.0 -27 0.05024744289917777 0.041060632997841545 25 TARGET 100 0.001 0.5 5 2685 0.0 -28 0.05062070349701727 0.04091556088039369 25 TARGET 100 0.001 0.5 5 2685 0.0 -29 0.05031463891418293 0.041343072203524185 25 TARGET 100 0.001 0.5 5 2685 0.0 -30 0.04937021356540096 0.040252714389652916 25 TARGET 100 0.001 0.5 5 2685 0.0 -31 0.05105508179074586 0.04036423338182045 25 TARGET 100 0.001 0.5 5 2685 0.0 -32 0.04919635883284739 0.04094626935142459 25 TARGET 100 0.001 0.5 5 2685 0.0 -33 0.049299084572027425 0.04049290084477627 25 TARGET 100 0.001 0.5 5 2685 0.0 -34 0.0490342485545962 0.04029957357455383 25 TARGET 100 0.001 0.5 5 2685 0.0 -35 0.05059138685464859 0.04083906080235134 25 TARGET 100 0.001 0.5 5 2685 0.0 -36 0.04882644631771327 0.0403354898885344 25 TARGET 100 0.001 0.5 5 2685 0.0 -37 0.04952678335861927 0.04041431906322638 25 TARGET 100 0.001 0.5 5 2685 0.0 -38 0.04970138438472443 0.0406427461879723 25 TARGET 100 0.001 0.5 5 2685 0.0 -39 0.0497055725956505 0.04068127488999656 25 TARGET 100 0.001 0.5 5 2685 0.0 -40 0.049193380519697565 0.040793980048461395 25 TARGET 100 0.001 0.5 5 2685 0.0 -41 0.04971530332985751 0.04098637740720402 25 TARGET 100 0.001 0.5 5 2685 0.0 -42 0.04831587732691155 0.04053959916486884 25 TARGET 100 0.001 0.5 5 2685 0.0 -43 0.049986306477576396 0.04065496339039369 25 TARGET 100 0.001 0.5 5 2685 0.0 -44 0.04811229922429279 0.04083598636542306 25 TARGET 100 0.001 0.5 5 2685 0.0 -45 0.04975168829037485 0.04044001933300134 25 TARGET 100 0.001 0.5 5 2685 0.0 -46 0.04799593843344085 0.03999402125676473 25 TARGET 100 0.001 0.5 5 2685 0.0 -47 0.04957724029593395 0.03965050806150292 25 TARGET 100 0.001 0.5 5 2685 0.0 -48 0.04855036781316855 0.04054846625887987 25 TARGET 100 0.001 0.5 5 2685 0.0 -49 0.0501162489368157 0.039475392550230026 25 TARGET 100 0.001 0.5 5 2685 0.0 -50 0.04814573188597707 0.04017761524653796 25 TARGET 100 0.001 0.5 5 2685 0.0 -51 0.049610490299234485 0.0395597688515078 25 TARGET 100 0.001 0.5 5 2685 0.0 -52 0.04822524539147965 0.03995851128164566 25 TARGET 100 0.001 0.5 5 2685 0.0 -53 0.04866237272367333 0.04033706946806474 25 TARGET 100 0.001 0.5 5 2685 0.0 -54 0.049246047237756274 0.04020200184348858 25 TARGET 100 0.001 0.5 5 2685 0.0 -55 0.04868095916278836 0.03969110080012769 25 TARGET 100 0.001 0.5 5 2685 0.0 -56 0.04874454262456308 0.039646827756907 25 TARGET 100 0.001 0.5 5 2685 0.0 -57 0.04755846901423602 0.039697435769167816 25 TARGET 100 0.001 0.5 5 2685 0.0 -58 0.048627948620504 0.039390586711692085 25 TARGET 100 0.001 0.5 5 2685 0.0 -59 0.04993332432651961 0.039901657876643265 25 TARGET 100 0.001 0.5 5 2685 0.0 -60 0.04781196376164554 0.03979294182676257 25 TARGET 100 0.001 0.5 5 2685 0.0 -61 0.04883688109415749 0.03942458675892064 25 TARGET 100 0.001 0.5 5 2685 0.0 -62 0.047850451930755315 0.03994677898784479 25 TARGET 100 0.001 0.5 5 2685 0.0 -63 0.047965710342984004 0.03968246134393143 25 TARGET 100 0.001 0.5 5 2685 0.0 -64 0.047164808927411185 0.0396517493733854 25 TARGET 100 0.001 0.5 5 2685 0.0 -65 0.04734163100420425 0.04000525718385523 25 TARGET 100 0.001 0.5 5 2685 0.0 -66 0.047525263319312526 0.039885918073581925 25 TARGET 100 0.001 0.5 5 2685 0.0 -67 0.048205147713723806 0.039769841358065605 25 TARGET 100 0.001 0.5 5 2685 0.0 -68 0.04885244349437932 0.03963685617076628 25 TARGET 100 0.001 0.5 5 2685 0.0 -69 0.047434962338921596 0.039305020688158096 25 TARGET 100 0.001 0.5 5 2685 0.0 -70 0.04728761506000352 0.039730498172117004 25 TARGET 100 0.001 0.5 5 2685 0.0 -71 0.04699601624349151 0.03902333387822816 25 TARGET 100 0.001 0.5 5 2685 0.0 -72 0.04774071106856519 0.03951438205937544 25 TARGET 100 0.001 0.5 5 2685 0.0 -73 0.04758510042471115 0.039199627710111214 25 TARGET 100 0.001 0.5 5 2685 0.0 -74 0.04810193806936845 0.039363607594912704 25 TARGET 100 0.001 0.5 5 2685 0.0 -75 0.04825984474008131 0.039530022916468704 25 TARGET 100 0.001 0.5 5 2685 0.0 -76 0.04796790878479729 0.039952765134247864 25 TARGET 100 0.001 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_25bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index 884c573b1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_25bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08626035426552046 0.07086418151403918 25 TARGET 100 0.001 0.0 5 2664 0.0 -1 0.05951469402873155 0.05202119430583535 25 TARGET 100 0.001 0.0 5 2664 0.0 -2 0.04729773331220302 0.044042485850778496 25 TARGET 100 0.001 0.0 5 2664 0.0 -3 0.043222668684191175 0.04162000876032945 25 TARGET 100 0.001 0.0 5 2664 0.0 -4 0.041844145949892324 0.04064819036108075 25 TARGET 100 0.001 0.0 5 2664 0.0 -5 0.04116108841717444 0.04018005265882521 25 TARGET 100 0.001 0.0 5 2664 0.0 -6 0.04069894107579181 0.0395899105704192 25 TARGET 100 0.001 0.0 5 2664 0.0 -7 0.040207205635028255 0.03954837443024823 25 TARGET 100 0.001 0.0 5 2664 0.0 -8 0.03987757228816599 0.03876846797312751 25 TARGET 100 0.001 0.0 5 2664 0.0 -9 0.039351411891304686 0.03833368302068927 25 TARGET 100 0.001 0.0 5 2664 0.0 -10 0.03898770762262521 0.03802943641714977 25 TARGET 100 0.001 0.0 5 2664 0.0 -11 0.038656305772587905 0.037822110296198815 25 TARGET 100 0.001 0.0 5 2664 0.0 -12 0.03843558983569996 0.03750259559037107 25 TARGET 100 0.001 0.0 5 2664 0.0 -13 0.03820957363228806 0.037461707763599625 25 TARGET 100 0.001 0.0 5 2664 0.0 -14 0.03810230360338182 0.03729819212899064 25 TARGET 100 0.001 0.0 5 2664 0.0 -15 0.037981572827506145 0.037274466093742485 25 TARGET 100 0.001 0.0 5 2664 0.0 -16 0.037921399229303356 0.03712705652596372 25 TARGET 100 0.001 0.0 5 2664 0.0 -17 0.03779197622855705 0.037209351236621536 25 TARGET 100 0.001 0.0 5 2664 0.0 -18 0.03774730149995197 0.03713388413642392 25 TARGET 100 0.001 0.0 5 2664 0.0 -19 0.0377033546328645 0.03710945498085383 25 TARGET 100 0.001 0.0 5 2664 0.0 -20 0.037637949529219956 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0.034027517857876693 25 TARGET 100 0.001 0.0 5 2664 0.0 -96 0.03394316210527512 0.03406510411789923 25 TARGET 100 0.001 0.0 5 2664 0.0 -97 0.03389699872495349 0.03398200158368458 25 TARGET 100 0.001 0.0 5 2664 0.0 -98 0.03391830253129455 0.03406986961084785 25 TARGET 100 0.001 0.0 5 2664 0.0 -99 0.03393675416695449 0.03408782189768372 25 TARGET 100 0.001 0.0 5 2664 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_50bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_50bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index a6a397586..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_50bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09635096966517895 0.09367480332201178 50 TARGET 100 0.001 0.1 5 1998 0.0 -1 0.08960733384596378 0.08019845706946922 50 TARGET 100 0.001 0.1 5 1998 0.0 -2 0.07639404168032636 0.06777114601749362 50 TARGET 100 0.001 0.1 5 1998 0.0 -3 0.06838421438278172 0.06173704756480275 50 TARGET 100 0.001 0.1 5 1998 0.0 -4 0.06242607643056398 0.054727746681733566 50 TARGET 100 0.001 0.1 5 1998 0.0 -5 0.05412296346241376 0.0451796930847746 50 TARGET 100 0.001 0.1 5 1998 0.0 -6 0.04765413345311226 0.04251926832578399 50 TARGET 100 0.001 0.1 5 1998 0.0 -7 0.04615096288799035 0.04180683093992146 50 TARGET 100 0.001 0.1 5 1998 0.0 -8 0.045537577923199145 0.04098787452235366 50 TARGET 100 0.001 0.1 5 1998 0.0 -9 0.04510328858488738 0.0404390287444447 50 TARGET 100 0.001 0.1 5 1998 0.0 -10 0.04440094184393835 0.04023323366136262 50 TARGET 100 0.001 0.1 5 1998 0.0 -11 0.044320335241680595 0.0396234401021943 50 TARGET 100 0.001 0.1 5 1998 0.0 -12 0.04378489589299819 0.03913754213488463 50 TARGET 100 0.001 0.1 5 1998 0.0 -13 0.042490780704751964 0.03871137355313157 50 TARGET 100 0.001 0.1 5 1998 0.0 -14 0.04245069051029706 0.03811356560750441 50 TARGET 100 0.001 0.1 5 1998 0.0 -15 0.043286798703750774 0.037770124208746536 50 TARGET 100 0.001 0.1 5 1998 0.0 -16 0.042610984069831444 0.03747926110571081 50 TARGET 100 0.001 0.1 5 1998 0.0 -17 0.04223543893458064 0.037287231647607055 50 TARGET 100 0.001 0.1 5 1998 0.0 -18 0.04094987317468181 0.037040737542239105 50 TARGET 100 0.001 0.1 5 1998 0.0 -19 0.04117234402433389 0.036895491295691696 50 TARGET 100 0.001 0.1 5 1998 0.0 -20 0.04090185503566305 0.03665089471773668 50 TARGET 100 0.001 0.1 5 1998 0.0 -21 0.04032198077550641 0.03629283652161107 50 TARGET 100 0.001 0.1 5 1998 0.0 -22 0.040236350487579 0.03597313210819707 50 TARGET 100 0.001 0.1 5 1998 0.0 -23 0.04028073192796723 0.03592715807484858 50 TARGET 100 0.001 0.1 5 1998 0.0 -24 0.039841817986684215 0.03562538969245824 50 TARGET 100 0.001 0.1 5 1998 0.0 -25 0.0396521579135548 0.03554582686135263 50 TARGET 100 0.001 0.1 5 1998 0.0 -26 0.03912883098880048 0.03540335121479901 50 TARGET 100 0.001 0.1 5 1998 0.0 -27 0.03889458528672806 0.03508387212500428 50 TARGET 100 0.001 0.1 5 1998 0.0 -28 0.0386639301373501 0.03480056097561663 50 TARGET 100 0.001 0.1 5 1998 0.0 -29 0.03956895330387735 0.03460783737175392 50 TARGET 100 0.001 0.1 5 1998 0.0 -30 0.0382581804110747 0.03439721115159266 50 TARGET 100 0.001 0.1 5 1998 0.0 -31 0.03866485091120707 0.03413865015362248 50 TARGET 100 0.001 0.1 5 1998 0.0 -32 0.037934877831325785 0.03393539887937633 50 TARGET 100 0.001 0.1 5 1998 0.0 -33 0.03797225143622469 0.03375152690392552 50 TARGET 100 0.001 0.1 5 1998 0.0 -34 0.03772661191495982 0.033674454711603394 50 TARGET 100 0.001 0.1 5 1998 0.0 -35 0.037911555168504266 0.03350168647188129 50 TARGET 100 0.001 0.1 5 1998 0.0 -36 0.0376299406066286 0.033329952959761475 50 TARGET 100 0.001 0.1 5 1998 0.0 -37 0.0366417106855598 0.03283966716491815 50 TARGET 100 0.001 0.1 5 1998 0.0 -38 0.03674407743594863 0.03261071816086769 50 TARGET 100 0.001 0.1 5 1998 0.0 -39 0.03752188725704296 0.03235957128080455 50 TARGET 100 0.001 0.1 5 1998 0.0 -40 0.03685117403189542 0.0321411384326039 50 TARGET 100 0.001 0.1 5 1998 0.0 -41 0.03644830105130119 0.03191015767780217 50 TARGET 100 0.001 0.1 5 1998 0.0 -42 0.03597649250819226 0.03164237929564534 50 TARGET 100 0.001 0.1 5 1998 0.0 -43 0.036371977429096945 0.031492030868927635 50 TARGET 100 0.001 0.1 5 1998 0.0 -44 0.0366247553842437 0.03157005662267858 50 TARGET 100 0.001 0.1 5 1998 0.0 -45 0.03552687866770057 0.031521508075071106 50 TARGET 100 0.001 0.1 5 1998 0.0 -46 0.03571970596508145 0.0315209762616591 50 TARGET 100 0.001 0.1 5 1998 0.0 -47 0.03549032106443688 0.03127196261828596 50 TARGET 100 0.001 0.1 5 1998 0.0 -48 0.03547823623525173 0.031108068020054787 50 TARGET 100 0.001 0.1 5 1998 0.0 -49 0.03590730964033692 0.03116960236520478 50 TARGET 100 0.001 0.1 5 1998 0.0 -50 0.03524951814902752 0.031146728066783962 50 TARGET 100 0.001 0.1 5 1998 0.0 -51 0.035236014655292636 0.031122891175927536 50 TARGET 100 0.001 0.1 5 1998 0.0 -52 0.035546251117982444 0.03091347702976429 50 TARGET 100 0.001 0.1 5 1998 0.0 -53 0.03509557801565337 0.030881042846224525 50 TARGET 100 0.001 0.1 5 1998 0.0 -54 0.035373818292360915 0.030844362847732777 50 TARGET 100 0.001 0.1 5 1998 0.0 -55 0.034870313750172306 0.030822067323959236 50 TARGET 100 0.001 0.1 5 1998 0.0 -56 0.034829553016006744 0.030823386415387646 50 TARGET 100 0.001 0.1 5 1998 0.0 -57 0.03504391048442234 0.030919348990375347 50 TARGET 100 0.001 0.1 5 1998 0.0 -58 0.035669665256834994 0.03081350502642718 50 TARGET 100 0.001 0.1 5 1998 0.0 -59 0.03518444841558283 0.030745199458165604 50 TARGET 100 0.001 0.1 5 1998 0.0 -60 0.03472334879014628 0.03065040639855645 50 TARGET 100 0.001 0.1 5 1998 0.0 -61 0.03469610007272826 0.03066925038442467 50 TARGET 100 0.001 0.1 5 1998 0.0 -62 0.03458626466718587 0.03081246047760501 50 TARGET 100 0.001 0.1 5 1998 0.0 -63 0.035385982933068515 0.030725721382733547 50 TARGET 100 0.001 0.1 5 1998 0.0 -64 0.035117987417913846 0.030756313466664516 50 TARGET 100 0.001 0.1 5 1998 0.0 -65 0.03449973832151103 0.03070520349975788 50 TARGET 100 0.001 0.1 5 1998 0.0 -66 0.03572141041709518 0.03062524985183369 50 TARGET 100 0.001 0.1 5 1998 0.0 -67 0.034740800934809225 0.03062827049782782 50 TARGET 100 0.001 0.1 5 1998 0.0 -68 0.034999653145119 0.030531344878854172 50 TARGET 100 0.001 0.1 5 1998 0.0 -69 0.03487246279112418 0.030518122694709084 50 TARGET 100 0.001 0.1 5 1998 0.0 -70 0.03440446967277864 0.03057878419305339 50 TARGET 100 0.001 0.1 5 1998 0.0 -71 0.03462200902201712 0.03043393079530109 50 TARGET 100 0.001 0.1 5 1998 0.0 -72 0.03479644782866292 0.030654746474641743 50 TARGET 100 0.001 0.1 5 1998 0.0 -73 0.03416161451124984 0.030569620430469513 50 TARGET 100 0.001 0.1 5 1998 0.0 -74 0.034218952956574934 0.030523660056518787 50 TARGET 100 0.001 0.1 5 1998 0.0 -75 0.03541835028715808 0.0305728337755709 50 TARGET 100 0.001 0.1 5 1998 0.0 -76 0.03461759472234482 0.03062444281848994 50 TARGET 100 0.001 0.1 5 1998 0.0 -77 0.03445021707802911 0.030517976166624012 50 TARGET 100 0.001 0.1 5 1998 0.0 -78 0.034503917739748556 0.030479127936290974 50 TARGET 100 0.001 0.1 5 1998 0.0 -79 0.03485728397664398 0.030339314969200077 50 TARGET 100 0.001 0.1 5 1998 0.0 -80 0.034463310752201964 0.030394523545648113 50 TARGET 100 0.001 0.1 5 1998 0.0 -81 0.03469040608566618 0.030499991142388546 50 TARGET 100 0.001 0.1 5 1998 0.0 -82 0.03479212196387024 0.030501996928995304 50 TARGET 100 0.001 0.1 5 1998 0.0 -83 0.03493093305364602 0.030433095540061142 50 TARGET 100 0.001 0.1 5 1998 0.0 -84 0.03416922521661428 0.030406597663055767 50 TARGET 100 0.001 0.1 5 1998 0.0 -85 0.034400641692407204 0.030395014267979248 50 TARGET 100 0.001 0.1 5 1998 0.0 -86 0.03433290459466502 0.030333009407375797 50 TARGET 100 0.001 0.1 5 1998 0.0 -87 0.03398480557331734 0.030296987091953106 50 TARGET 100 0.001 0.1 5 1998 0.0 -88 0.03389077095521821 0.03036304156888615 50 TARGET 100 0.001 0.1 5 1998 0.0 -89 0.03497366159401759 0.030450478647694443 50 TARGET 100 0.001 0.1 5 1998 0.0 -90 0.03506060090129223 0.030425788100921745 50 TARGET 100 0.001 0.1 5 1998 0.0 -91 0.03395954187119047 0.030439676096041996 50 TARGET 100 0.001 0.1 5 1998 0.0 -92 0.0350173563643136 0.03036475418643518 50 TARGET 100 0.001 0.1 5 1998 0.0 -93 0.03441637150491729 0.03040194127595786 50 TARGET 100 0.001 0.1 5 1998 0.0 -94 0.034101984604741585 0.03037686725005959 50 TARGET 100 0.001 0.1 5 1998 0.0 -95 0.03421680715800536 0.03024619614536112 50 TARGET 100 0.001 0.1 5 1998 0.0 -96 0.03399759054384649 0.030300155507795738 50 TARGET 100 0.001 0.1 5 1998 0.0 -97 0.03498148944492292 0.030237908841985645 50 TARGET 100 0.001 0.1 5 1998 0.0 -98 0.03420751124168887 0.03020575134591623 50 TARGET 100 0.001 0.1 5 1998 0.0 -99 0.03391155304531457 0.03022178149584568 50 TARGET 100 0.001 0.1 5 1998 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_50bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_50bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 5a46b9620..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_50bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09611538423833622 0.10008600150996988 50 TARGET 100 0.001 0.5 5 7963 0.0 -1 0.09423922616925705 0.09300151647943439 50 TARGET 100 0.001 0.5 5 7963 0.0 -2 0.0863711262491817 0.07918647473508661 50 TARGET 100 0.001 0.5 5 7963 0.0 -3 0.08082981643451986 0.07315305484966798 50 TARGET 100 0.001 0.5 5 7963 0.0 -4 0.07759923746288826 0.07207439568909732 50 TARGET 100 0.001 0.5 5 7963 0.0 -5 0.07688421485098926 0.06762947638829549 50 TARGET 100 0.001 0.5 5 7963 0.0 -6 0.0735209329611926 0.06495866698749138 50 TARGET 100 0.001 0.5 5 7963 0.0 -7 0.06747663605594474 0.06090763041918928 50 TARGET 100 0.001 0.5 5 7963 0.0 -8 0.06536166739935426 0.05748506341919755 50 TARGET 100 0.001 0.5 5 7963 0.0 -9 0.06294958140412565 0.05406192441781362 50 TARGET 100 0.001 0.5 5 7963 0.0 -10 0.06332629015951445 0.05107587993596539 50 TARGET 100 0.001 0.5 5 7963 0.0 -11 0.060074582695961 0.04938011221361883 50 TARGET 100 0.001 0.5 5 7963 0.0 -12 0.059781908261454866 0.04822618920694698 50 TARGET 100 0.001 0.5 5 7963 0.0 -13 0.05878446425502549 0.04614900221878832 50 TARGET 100 0.001 0.5 5 7963 0.0 -14 0.05750056115364788 0.04617441671364235 50 TARGET 100 0.001 0.5 5 7963 0.0 -15 0.055805589614893854 0.045807755241791405 50 TARGET 100 0.001 0.5 5 7963 0.0 -16 0.05417039522568786 0.0450003318714373 50 TARGET 100 0.001 0.5 5 7963 0.0 -17 0.05294479572712773 0.04488552102085316 50 TARGET 100 0.001 0.5 5 7963 0.0 -18 0.05141102877580357 0.04434850778092037 50 TARGET 100 0.001 0.5 5 7963 0.0 -19 0.05128138478506695 0.044134218245744705 50 TARGET 100 0.001 0.5 5 7963 0.0 -20 0.05141196061264385 0.04386697438630191 50 TARGET 100 0.001 0.5 5 7963 0.0 -21 0.04988877437632493 0.043761146113728035 50 TARGET 100 0.001 0.5 5 7963 0.0 -22 0.05201120788752029 0.043951534976561867 50 TARGET 100 0.001 0.5 5 7963 0.0 -23 0.04980816461321481 0.04391494280461109 50 TARGET 100 0.001 0.5 5 7963 0.0 -24 0.05028777339994305 0.043371043309117806 50 TARGET 100 0.001 0.5 5 7963 0.0 -25 0.05058444036729007 0.043385233278527405 50 TARGET 100 0.001 0.5 5 7963 0.0 -26 0.050615670843056154 0.04291757083300388 50 TARGET 100 0.001 0.5 5 7963 0.0 -27 0.05108375606512783 0.042590397551204216 50 TARGET 100 0.001 0.5 5 7963 0.0 -28 0.049487617531609455 0.04249374162067066 50 TARGET 100 0.001 0.5 5 7963 0.0 -29 0.050510574734271174 0.04261786152016033 50 TARGET 100 0.001 0.5 5 7963 0.0 -30 0.04992792288763354 0.042278418373880966 50 TARGET 100 0.001 0.5 5 7963 0.0 -31 0.04939172127180629 0.04239226200363853 50 TARGET 100 0.001 0.5 5 7963 0.0 -32 0.048753008095905034 0.04311595247550444 50 TARGET 100 0.001 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7963 0.0 -58 0.04725386371666735 0.041417272705020325 50 TARGET 100 0.001 0.5 5 7963 0.0 -59 0.047531280127237945 0.04207287965850397 50 TARGET 100 0.001 0.5 5 7963 0.0 -60 0.04727180980722912 0.04113093052398075 50 TARGET 100 0.001 0.5 5 7963 0.0 -61 0.04865950414979899 0.041762687491648125 50 TARGET 100 0.001 0.5 5 7963 0.0 -62 0.04745927356459476 0.04166697789773797 50 TARGET 100 0.001 0.5 5 7963 0.0 -63 0.04857562763321681 0.04148834458354748 50 TARGET 100 0.001 0.5 5 7963 0.0 -64 0.04938463716193883 0.04117101825999491 50 TARGET 100 0.001 0.5 5 7963 0.0 -65 0.04709448748164707 0.041431524085276054 50 TARGET 100 0.001 0.5 5 7963 0.0 -66 0.046876149634620556 0.041740248826417053 50 TARGET 100 0.001 0.5 5 7963 0.0 -67 0.045945838608023294 0.04105458476326682 50 TARGET 100 0.001 0.5 5 7963 0.0 -68 0.04698959813274518 0.041628502760872696 50 TARGET 100 0.001 0.5 5 7963 0.0 -69 0.047651045613919044 0.04135993947133874 50 TARGET 100 0.001 0.5 5 7963 0.0 -70 0.047129150279342925 0.041273408541173645 50 TARGET 100 0.001 0.5 5 7963 0.0 -71 0.04757732496618823 0.041565224189649926 50 TARGET 100 0.001 0.5 5 7963 0.0 -72 0.04667883533169123 0.04095558133540732 50 TARGET 100 0.001 0.5 5 7963 0.0 -73 0.046489309644959995 0.041559331344835686 50 TARGET 100 0.001 0.5 5 7963 0.0 -74 0.04898940798158598 0.041323036068316665 50 TARGET 100 0.001 0.5 5 7963 0.0 -75 0.04772527908486148 0.04088373730580012 50 TARGET 100 0.001 0.5 5 7963 0.0 -76 0.048188455678798536 0.04107923105810628 50 TARGET 100 0.001 0.5 5 7963 0.0 -77 0.048325094247004804 0.04090529736695868 50 TARGET 100 0.001 0.5 5 7963 0.0 -78 0.04750447646285147 0.0409487561520302 50 TARGET 100 0.001 0.5 5 7963 0.0 -79 0.048098205980728774 0.041024831434090935 50 TARGET 100 0.001 0.5 5 7963 0.0 -80 0.0473230078640811 0.0412757174309456 50 TARGET 100 0.001 0.5 5 7963 0.0 -81 0.04695198215820171 0.04100809133414066 50 TARGET 100 0.001 0.5 5 7963 0.0 -82 0.04663643302389668 0.040895922956141556 50 TARGET 100 0.001 0.5 5 7963 0.0 -83 0.04591885049786632 0.04086011783643202 50 TARGET 100 0.001 0.5 5 7963 0.0 -84 0.04740233151148064 0.041085037205255394 50 TARGET 100 0.001 0.5 5 7963 0.0 -85 0.046476877159642854 0.04117907470825947 50 TARGET 100 0.001 0.5 5 7963 0.0 -86 0.046873531395237054 0.04099260541525754 50 TARGET 100 0.001 0.5 5 7963 0.0 -87 0.047580230215984565 0.04051680546818358 50 TARGET 100 0.001 0.5 5 7963 0.0 -88 0.04638990930435232 0.04116814685138789 50 TARGET 100 0.001 0.5 5 7963 0.0 -89 0.04662562401256577 0.04047532944065152 50 TARGET 100 0.001 0.5 5 7963 0.0 -90 0.04715042285345219 0.040754948150027885 50 TARGET 100 0.001 0.5 5 7963 0.0 -91 0.0480530271024415 0.04082755315484422 50 TARGET 100 0.001 0.5 5 7963 0.0 -92 0.046187142418189484 0.040831230016368805 50 TARGET 100 0.001 0.5 5 7963 0.0 -93 0.04609273643756555 0.04085449332540685 50 TARGET 100 0.001 0.5 5 7963 0.0 -94 0.04725894222807402 0.0412266809831966 50 TARGET 100 0.001 0.5 5 7963 0.0 -95 0.04601801445187142 0.04129549533580289 50 TARGET 100 0.001 0.5 5 7963 0.0 -96 0.04597467368449828 0.04044162572333307 50 TARGET 100 0.001 0.5 5 7963 0.0 -97 0.046323435550386254 0.04046187504674449 50 TARGET 100 0.001 0.5 5 7963 0.0 -98 0.04578585601615585 0.04079593887383288 50 TARGET 100 0.001 0.5 5 7963 0.0 -99 0.047615214479892747 0.04066198341774218 50 TARGET 100 0.001 0.5 5 7963 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_50bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_50bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index 21ba9d117..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_5z_0.001lr_50bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09487632820100496 0.09302663757945552 50 TARGET 100 0.001 0.0 5 1255 0.0 -1 0.08049855223207762 0.07332899918158849 50 TARGET 100 0.001 0.0 5 1255 0.0 -2 0.06404300979793272 0.06066878772143162 50 TARGET 100 0.001 0.0 5 1255 0.0 -3 0.05385682803362307 0.0520451661537994 50 TARGET 100 0.001 0.0 5 1255 0.0 -4 0.04743782809687785 0.04736022606040492 50 TARGET 100 0.001 0.0 5 1255 0.0 -5 0.04440418104029665 0.04545587199655446 50 TARGET 100 0.001 0.0 5 1255 0.0 -6 0.04288711283443753 0.04424463201201323 50 TARGET 100 0.001 0.0 5 1255 0.0 -7 0.042064709770759746 0.04355852847749537 50 TARGET 100 0.001 0.0 5 1255 0.0 -8 0.04158021808172316 0.04324704453800664 50 TARGET 100 0.001 0.0 5 1255 0.0 -9 0.04119616191244687 0.04286139063311346 50 TARGET 100 0.001 0.0 5 1255 0.0 -10 0.04091968105146379 0.042658626581683304 50 TARGET 100 0.001 0.0 5 1255 0.0 -11 0.040662968336833444 0.04228615252809091 50 TARGET 100 0.001 0.0 5 1255 0.0 -12 0.04044338316979633 0.04202315640268904 50 TARGET 100 0.001 0.0 5 1255 0.0 -13 0.0401462728929038 0.0418055397317265 50 TARGET 100 0.001 0.0 5 1255 0.0 -14 0.03985312326438098 0.04146980584570856 50 TARGET 100 0.001 0.0 5 1255 0.0 -15 0.03968611597914487 0.041483464340368904 50 TARGET 100 0.001 0.0 5 1255 0.0 -16 0.03948394520214511 0.0409766487551458 50 TARGET 100 0.001 0.0 5 1255 0.0 -17 0.03925561749373221 0.04111970509543563 50 TARGET 100 0.001 0.0 5 1255 0.0 -18 0.038990246790527094 0.04060784512848565 50 TARGET 100 0.001 0.0 5 1255 0.0 -19 0.038751466720292865 0.040538087374333176 50 TARGET 100 0.001 0.0 5 1255 0.0 -20 0.038555269728505655 0.04035719698577216 50 TARGET 100 0.001 0.0 5 1255 0.0 -21 0.03840039587683148 0.0402142581614581 50 TARGET 100 0.001 0.0 5 1255 0.0 -22 0.038250844173058116 0.040040083793979706 50 TARGET 100 0.001 0.0 5 1255 0.0 -23 0.03812329812282665 0.03995171031265548 50 TARGET 100 0.001 0.0 5 1255 0.0 -24 0.03801660732638956 0.039868217526060165 50 TARGET 100 0.001 0.0 5 1255 0.0 -25 0.03791901603441447 0.03982424442515229 50 TARGET 100 0.001 0.0 5 1255 0.0 -26 0.03783303906871414 0.03975642088687781 50 TARGET 100 0.001 0.0 5 1255 0.0 -27 0.037780885656775044 0.03968143316380905 50 TARGET 100 0.001 0.0 5 1255 0.0 -28 0.03770058376319481 0.0398112034255808 50 TARGET 100 0.001 0.0 5 1255 0.0 -29 0.03767035211677904 0.03959506671085502 50 TARGET 100 0.001 0.0 5 1255 0.0 -30 0.03762865750125362 0.03970339386300607 50 TARGET 100 0.001 0.0 5 1255 0.0 -31 0.0375702647297872 0.03963229511723374 50 TARGET 100 0.001 0.0 5 1255 0.0 -32 0.037535585224728794 0.039618381157968986 50 TARGET 100 0.001 0.0 5 1255 0.0 -33 0.03752168165112184 0.039567471566525375 50 TARGET 100 0.001 0.0 5 1255 0.0 -34 0.03747005551200523 0.039555910297415474 50 TARGET 100 0.001 0.0 5 1255 0.0 -35 0.03751840766030128 0.03965829301512602 50 TARGET 100 0.001 0.0 5 1255 0.0 -36 0.03746874285516916 0.03946242842710379 50 TARGET 100 0.001 0.0 5 1255 0.0 -37 0.03741925716500491 0.03952872516079382 50 TARGET 100 0.001 0.0 5 1255 0.0 -38 0.037407225029235734 0.03952853201013623 50 TARGET 100 0.001 0.0 5 1255 0.0 -39 0.03741180359915852 0.03956527251637343 50 TARGET 100 0.001 0.0 5 1255 0.0 -40 0.03736359616020312 0.03942461390838479 50 TARGET 100 0.001 0.0 5 1255 0.0 -41 0.03736896968449808 0.03957538126092969 50 TARGET 100 0.001 0.0 5 1255 0.0 -42 0.03737065594906759 0.039474676052729286 50 TARGET 100 0.001 0.0 5 1255 0.0 -43 0.03735762746747495 0.039453388953750786 50 TARGET 100 0.001 0.0 5 1255 0.0 -44 0.03734862504633589 0.03945693610744043 50 TARGET 100 0.001 0.0 5 1255 0.0 -45 0.03732261096788978 0.03945890035141598 50 TARGET 100 0.001 0.0 5 1255 0.0 -46 0.03732681649451705 0.03949309501684073 50 TARGET 100 0.001 0.0 5 1255 0.0 -47 0.03729330257885785 0.03947136788205667 50 TARGET 100 0.001 0.0 5 1255 0.0 -48 0.03699574042550643 0.03833164782686667 50 TARGET 100 0.001 0.0 5 1255 0.0 -49 0.0358313292591058 0.0376281121915037 50 TARGET 100 0.001 0.0 5 1255 0.0 -50 0.03512754602364017 0.03696125847372142 50 TARGET 100 0.001 0.0 5 1255 0.0 -51 0.034695340188765765 0.03672360662709583 50 TARGET 100 0.001 0.0 5 1255 0.0 -52 0.034370548057335394 0.03646126299193411 50 TARGET 100 0.001 0.0 5 1255 0.0 -53 0.03414116863801022 0.03626615870179552 50 TARGET 100 0.001 0.0 5 1255 0.0 -54 0.03399875107839051 0.03631332155429956 50 TARGET 100 0.001 0.0 5 1255 0.0 -55 0.03390212230359264 0.036254129062096276 50 TARGET 100 0.001 0.0 5 1255 0.0 -56 0.03383093677235372 0.03620202026583932 50 TARGET 100 0.001 0.0 5 1255 0.0 -57 0.033785492758758945 0.036224170729066384 50 TARGET 100 0.001 0.0 5 1255 0.0 -58 0.03376715923800613 0.036225838981794586 50 TARGET 100 0.001 0.0 5 1255 0.0 -59 0.033712520794033606 0.03617787462743846 50 TARGET 100 0.001 0.0 5 1255 0.0 -60 0.0337164208844856 0.0361830024330905 50 TARGET 100 0.001 0.0 5 1255 0.0 -61 0.03369207031748913 0.03615627787781484 50 TARGET 100 0.001 0.0 5 1255 0.0 -62 0.033645731255863655 0.036183876408772034 50 TARGET 100 0.001 0.0 5 1255 0.0 -63 0.03364896292638297 0.036203903456528984 50 TARGET 100 0.001 0.0 5 1255 0.0 -64 0.03365557670894295 0.03623346374793486 50 TARGET 100 0.001 0.0 5 1255 0.0 -65 0.033618464451345934 0.036145183624643265 50 TARGET 100 0.001 0.0 5 1255 0.0 -66 0.033628745211495295 0.03606637849500685 50 TARGET 100 0.001 0.0 5 1255 0.0 -67 0.033637266493204865 0.03616655132535732 50 TARGET 100 0.001 0.0 5 1255 0.0 -68 0.03360961332465663 0.03615783866156231 50 TARGET 100 0.001 0.0 5 1255 0.0 -69 0.03359398697361802 0.03617026871352485 50 TARGET 100 0.001 0.0 5 1255 0.0 -70 0.03360220936663223 0.036191901925838356 50 TARGET 100 0.001 0.0 5 1255 0.0 -71 0.03357922491501478 0.036087574606592 50 TARGET 100 0.001 0.0 5 1255 0.0 -72 0.033569120309669964 0.03612486397226652 50 TARGET 100 0.001 0.0 5 1255 0.0 -73 0.033561394559313555 0.03613869405605576 50 TARGET 100 0.001 0.0 5 1255 0.0 -74 0.03356367516447398 0.036164987606532646 50 TARGET 100 0.001 0.0 5 1255 0.0 -75 0.03356196548200215 0.03608306565067985 50 TARGET 100 0.001 0.0 5 1255 0.0 -76 0.0335482788030748 0.03613177607908393 50 TARGET 100 0.001 0.0 5 1255 0.0 -77 0.03353574493216344 0.03616617518392476 50 TARGET 100 0.001 0.0 5 1255 0.0 -78 0.03354966703187737 0.03606682236899029 50 TARGET 100 0.001 0.0 5 1255 0.0 -79 0.03350127138423197 0.03608743304556066 50 TARGET 100 0.001 0.0 5 1255 0.0 -80 0.03350698962958172 0.036085881857257904 50 TARGET 100 0.001 0.0 5 1255 0.0 -81 0.03350835401401776 0.03603574114315437 50 TARGET 100 0.001 0.0 5 1255 0.0 -82 0.033505855109354464 0.03611039618651072 50 TARGET 100 0.001 0.0 5 1255 0.0 -83 0.033460391139743306 0.03602231034275257 50 TARGET 100 0.001 0.0 5 1255 0.0 -84 0.0334842510345809 0.036091334553379 50 TARGET 100 0.001 0.0 5 1255 0.0 -85 0.033484702371688005 0.03605838582822771 50 TARGET 100 0.001 0.0 5 1255 0.0 -86 0.03347237066989796 0.03606488939487573 50 TARGET 100 0.001 0.0 5 1255 0.0 -87 0.03346006696422895 0.03600934825160287 50 TARGET 100 0.001 0.0 5 1255 0.0 -88 0.03344955494759059 0.03602930790547169 50 TARGET 100 0.001 0.0 5 1255 0.0 -89 0.03345727411283789 0.036038423577944435 50 TARGET 100 0.001 0.0 5 1255 0.0 -90 0.033419199162460736 0.03596396800695044 50 TARGET 100 0.001 0.0 5 1255 0.0 -91 0.03341764604252597 0.03600405991980524 50 TARGET 100 0.001 0.0 5 1255 0.0 -92 0.03338562875283688 0.03602376286730622 50 TARGET 100 0.001 0.0 5 1255 0.0 -93 0.03337866441669689 0.03601023091962843 50 TARGET 100 0.001 0.0 5 1255 0.0 -94 0.0334002639257948 0.035977062289461945 50 TARGET 100 0.001 0.0 5 1255 0.0 -95 0.03338496957714309 0.03597026803728306 50 TARGET 100 0.001 0.0 5 1255 0.0 -96 0.03337806615012663 0.036006362600760025 50 TARGET 100 0.001 0.0 5 1255 0.0 -97 0.03335068144079812 0.035943917139913094 50 TARGET 100 0.001 0.0 5 1255 0.0 -98 0.033344715394656665 0.035955139068943084 50 TARGET 100 0.001 0.0 5 1255 0.0 -99 0.03334756955654934 0.03596020038380767 50 TARGET 100 0.001 0.0 5 1255 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00001lr_10bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00001lr_10bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index cedf8afb0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00001lr_10bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09601249595984866 0.09406785215392258 10 TARGET 100 1e-05 0.1 75 2002 0.0 -1 0.09307267308636546 0.0890203806938547 10 TARGET 100 1e-05 0.1 75 2002 0.0 -2 0.08666143496128846 0.08122539023558299 10 TARGET 100 1e-05 0.1 75 2002 0.0 -3 0.07909354901173299 0.07368993646267688 10 TARGET 100 1e-05 0.1 75 2002 0.0 -4 0.07232855363225295 0.06756458860455138 10 TARGET 100 1e-05 0.1 75 2002 0.0 -5 0.06700424368333335 0.06276777375376585 10 TARGET 100 1e-05 0.1 75 2002 0.0 -6 0.06277747398323884 0.059054801522782356 10 TARGET 100 1e-05 0.1 75 2002 0.0 -7 0.059351611267838014 0.05605405264280059 10 TARGET 100 1e-05 0.1 75 2002 0.0 -8 0.05674241069290373 0.05354933768059268 10 TARGET 100 1e-05 0.1 75 2002 0.0 -9 0.054440901335642396 0.051468865776603874 10 TARGET 100 1e-05 0.1 75 2002 0.0 -10 0.05264096502653678 0.04978432607921687 10 TARGET 100 1e-05 0.1 75 2002 0.0 -11 0.05100232213484719 0.04837972715948567 10 TARGET 100 1e-05 0.1 75 2002 0.0 -12 0.04974707153309074 0.047230229007475304 10 TARGET 100 1e-05 0.1 75 2002 0.0 -13 0.04873581012391081 0.04626541663751458 10 TARGET 100 1e-05 0.1 75 2002 0.0 -14 0.04782705553352632 0.0454664280017217 10 TARGET 100 1e-05 0.1 75 2002 0.0 -15 0.04706464002931158 0.04481880874796347 10 TARGET 100 1e-05 0.1 75 2002 0.0 -16 0.046489508653228935 0.04422454005389503 10 TARGET 100 1e-05 0.1 75 2002 0.0 -17 0.045919817329857886 0.043717096813700417 10 TARGET 100 1e-05 0.1 75 2002 0.0 -18 0.04552620251722609 0.04328994723883542 10 TARGET 100 1e-05 0.1 75 2002 0.0 -19 0.04513463663934457 0.04289027292168501 10 TARGET 100 1e-05 0.1 75 2002 0.0 -20 0.04467750658039694 0.04254497429638198 10 TARGET 100 1e-05 0.1 75 2002 0.0 -21 0.04437162802375928 0.04223539273847233 10 TARGET 100 1e-05 0.1 75 2002 0.0 -22 0.04416426667561033 0.041940356294314064 10 TARGET 100 1e-05 0.1 75 2002 0.0 -23 0.04389524757109507 0.04166900626186169 10 TARGET 100 1e-05 0.1 75 2002 0.0 -24 0.043634789785752796 0.04141861053578781 10 TARGET 100 1e-05 0.1 75 2002 0.0 -25 0.04332647066224705 0.04119608359354915 10 TARGET 100 1e-05 0.1 75 2002 0.0 -26 0.04315800422971899 0.04096407465862505 10 TARGET 100 1e-05 0.1 75 2002 0.0 -27 0.04284326515163637 0.04073734457294146 10 TARGET 100 1e-05 0.1 75 2002 0.0 -28 0.04268207537756624 0.04051713092309056 10 TARGET 100 1e-05 0.1 75 2002 0.0 -29 0.04242591036841123 0.04029728099703789 10 TARGET 100 1e-05 0.1 75 2002 0.0 -30 0.042328240782624545 0.040082674021973755 10 TARGET 100 1e-05 0.1 75 2002 0.0 -31 0.0420608914987206 0.039870365889686524 10 TARGET 100 1e-05 0.1 75 2002 0.0 -32 0.04182632190962432 0.03964708632591999 10 TARGET 100 1e-05 0.1 75 2002 0.0 -33 0.041624704632995904 0.039420928354516174 10 TARGET 100 1e-05 0.1 75 2002 0.0 -34 0.04151723024620352 0.03920303172234333 10 TARGET 100 1e-05 0.1 75 2002 0.0 -35 0.04118970264790436 0.038978042927655304 10 TARGET 100 1e-05 0.1 75 2002 0.0 -36 0.040973274444891544 0.03874907044298721 10 TARGET 100 1e-05 0.1 75 2002 0.0 -37 0.04072151945195214 0.03853227344877792 10 TARGET 100 1e-05 0.1 75 2002 0.0 -38 0.04065013102409414 0.038305935195901177 10 TARGET 100 1e-05 0.1 75 2002 0.0 -39 0.040411134360213874 0.0380793060317184 10 TARGET 100 1e-05 0.1 75 2002 0.0 -40 0.04016634799314268 0.03784252601591023 10 TARGET 100 1e-05 0.1 75 2002 0.0 -41 0.039958318337948634 0.03762368530486569 10 TARGET 100 1e-05 0.1 75 2002 0.0 -42 0.03976592007610533 0.03740436041896993 10 TARGET 100 1e-05 0.1 75 2002 0.0 -43 0.03960234645490694 0.037166443850957985 10 TARGET 100 1e-05 0.1 75 2002 0.0 -44 0.03926791997018085 0.03693932023915378 10 TARGET 100 1e-05 0.1 75 2002 0.0 -45 0.03922397680956908 0.03674121844497594 10 TARGET 100 1e-05 0.1 75 2002 0.0 -46 0.038978117282944494 0.036521180448206986 10 TARGET 100 1e-05 0.1 75 2002 0.0 -47 0.03880069817507307 0.03631060773676092 10 TARGET 100 1e-05 0.1 75 2002 0.0 -48 0.03853971387576374 0.03611525475527301 10 TARGET 100 1e-05 0.1 75 2002 0.0 -49 0.038241070704628725 0.03591714505896424 10 TARGET 100 1e-05 0.1 75 2002 0.0 -50 0.03815680544083367 0.03571808112390114 10 TARGET 100 1e-05 0.1 75 2002 0.0 -51 0.03797591905351038 0.03553013943813064 10 TARGET 100 1e-05 0.1 75 2002 0.0 -52 0.037863482586311975 0.03534554430481159 10 TARGET 100 1e-05 0.1 75 2002 0.0 -53 0.037595905250672135 0.035176476858782044 10 TARGET 100 1e-05 0.1 75 2002 0.0 -54 0.03745767018861241 0.03500772030516104 10 TARGET 100 1e-05 0.1 75 2002 0.0 -55 0.037251837150215704 0.03482991964979605 10 TARGET 100 1e-05 0.1 75 2002 0.0 -56 0.03707272783925236 0.03467068708304203 10 TARGET 100 1e-05 0.1 75 2002 0.0 -57 0.036972107447257346 0.03452034875976317 10 TARGET 100 1e-05 0.1 75 2002 0.0 -58 0.036829878422447324 0.03437617274396347 10 TARGET 100 1e-05 0.1 75 2002 0.0 -59 0.03674694712615575 0.03422456923307794 10 TARGET 100 1e-05 0.1 75 2002 0.0 -60 0.03656102510589341 0.03409797150754568 10 TARGET 100 1e-05 0.1 75 2002 0.0 -61 0.03645684168068849 0.03396100883908344 10 TARGET 100 1e-05 0.1 75 2002 0.0 -62 0.03630416504160724 0.03383331187069416 10 TARGET 100 1e-05 0.1 75 2002 0.0 -63 0.036185940696233855 0.03371495059268041 10 TARGET 100 1e-05 0.1 75 2002 0.0 -64 0.03610428367499952 0.033594267555710045 10 TARGET 100 1e-05 0.1 75 2002 0.0 -65 0.03600831872310101 0.03348871772036408 10 TARGET 100 1e-05 0.1 75 2002 0.0 -66 0.035883235234002074 0.03337807688071872 10 TARGET 100 1e-05 0.1 75 2002 0.0 -67 0.03577539841534714 0.03328356976536187 10 TARGET 100 1e-05 0.1 75 2002 0.0 -68 0.035735800053284625 0.03318180792936773 10 TARGET 100 1e-05 0.1 75 2002 0.0 -69 0.035507113117762286 0.03308855386620218 10 TARGET 100 1e-05 0.1 75 2002 0.0 -70 0.03551117304449129 0.032996358180587944 10 TARGET 100 1e-05 0.1 75 2002 0.0 -71 0.03541548301149097 0.03289181010966951 10 TARGET 100 1e-05 0.1 75 2002 0.0 -72 0.035270610071643435 0.03281220624392683 10 TARGET 100 1e-05 0.1 75 2002 0.0 -73 0.03523466165995959 0.032725114939790786 10 TARGET 100 1e-05 0.1 75 2002 0.0 -74 0.03510142876594155 0.032648939582886116 10 TARGET 100 1e-05 0.1 75 2002 0.0 -75 0.03494480765904441 0.03256379654913238 10 TARGET 100 1e-05 0.1 75 2002 0.0 -76 0.034994573856042294 0.03249209678985856 10 TARGET 100 1e-05 0.1 75 2002 0.0 -77 0.03491274648744249 0.032417136442029114 10 TARGET 100 1e-05 0.1 75 2002 0.0 -78 0.03476456385921148 0.03234495374966751 10 TARGET 100 1e-05 0.1 75 2002 0.0 -79 0.03478292864355375 0.032273200933228836 10 TARGET 100 1e-05 0.1 75 2002 0.0 -80 0.03455692720332933 0.032200677038142174 10 TARGET 100 1e-05 0.1 75 2002 0.0 -81 0.03450831494949482 0.032127258452502166 10 TARGET 100 1e-05 0.1 75 2002 0.0 -82 0.03456200092328518 0.03206151447287112 10 TARGET 100 1e-05 0.1 75 2002 0.0 -83 0.034349518442394755 0.032004158718116356 10 TARGET 100 1e-05 0.1 75 2002 0.0 -84 0.03435357746602309 0.03193016118849769 10 TARGET 100 1e-05 0.1 75 2002 0.0 -85 0.034274348148743715 0.03186938493992343 10 TARGET 100 1e-05 0.1 75 2002 0.0 -86 0.03418468014785537 0.03179928541860797 10 TARGET 100 1e-05 0.1 75 2002 0.0 -87 0.03422383404641039 0.03174236422461091 10 TARGET 100 1e-05 0.1 75 2002 0.0 -88 0.03405309792118843 0.03168166840844082 10 TARGET 100 1e-05 0.1 75 2002 0.0 -89 0.03393416997885664 0.03162821280685338 10 TARGET 100 1e-05 0.1 75 2002 0.0 -90 0.03391165231113081 0.03158018427590529 10 TARGET 100 1e-05 0.1 75 2002 0.0 -91 0.03382641770673119 0.031513835388151085 10 TARGET 100 1e-05 0.1 75 2002 0.0 -92 0.033892128234007945 0.03145427042336175 10 TARGET 100 1e-05 0.1 75 2002 0.0 -93 0.03377135004534665 0.031398841151685425 10 TARGET 100 1e-05 0.1 75 2002 0.0 -94 0.033665604939565115 0.0313439950008284 10 TARGET 100 1e-05 0.1 75 2002 0.0 -95 0.033674418023138336 0.03128936858565518 10 TARGET 100 1e-05 0.1 75 2002 0.0 -96 0.03361022498094875 0.031239665988268273 10 TARGET 100 1e-05 0.1 75 2002 0.0 -97 0.03353929366000774 0.03119053364251599 10 TARGET 100 1e-05 0.1 75 2002 0.0 -98 0.033456895161758766 0.031130886100458378 10 TARGET 100 1e-05 0.1 75 2002 0.0 -99 0.03332107201820672 0.031077904796058483 10 TARGET 100 1e-05 0.1 75 2002 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00001lr_10bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00001lr_10bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 684284a84..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00001lr_10bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed 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0.04885044158357964 0.04098548751437303 10 TARGET 100 1e-05 0.5 75 4463 0.0 -38 0.048748071684881496 0.04086172129168655 10 TARGET 100 1e-05 0.5 75 4463 0.0 -39 0.04876682732994308 0.040714014660228386 10 TARGET 100 1e-05 0.5 75 4463 0.0 -40 0.04829554949645643 0.04060154442082752 10 TARGET 100 1e-05 0.5 75 4463 0.0 -41 0.048298373266502666 0.0405267019840804 10 TARGET 100 1e-05 0.5 75 4463 0.0 -42 0.04795633429529691 0.04043869990291017 10 TARGET 100 1e-05 0.5 75 4463 0.0 -43 0.048075864373734505 0.040245203019091576 10 TARGET 100 1e-05 0.5 75 4463 0.0 -44 0.047946154155614804 0.0400616472417658 10 TARGET 100 1e-05 0.5 75 4463 0.0 -45 0.04769259648591982 0.03999671114213539 10 TARGET 100 1e-05 0.5 75 4463 0.0 -46 0.0474550565736061 0.03995257153203993 10 TARGET 100 1e-05 0.5 75 4463 0.0 -47 0.04737219721179217 0.039793674354300354 10 TARGET 100 1e-05 0.5 75 4463 0.0 -48 0.04724280585092728 0.03965178707783872 10 TARGET 100 1e-05 0.5 75 4463 0.0 -49 0.047176424175601216 0.03946124942916812 10 TARGET 100 1e-05 0.5 75 4463 0.0 -50 0.0469082915396602 0.039334847620039276 10 TARGET 100 1e-05 0.5 75 4463 0.0 -51 0.04670946000250502 0.0392157809075081 10 TARGET 100 1e-05 0.5 75 4463 0.0 -52 0.04660698457900121 0.03906838957107428 10 TARGET 100 1e-05 0.5 75 4463 0.0 -53 0.04632501724342304 0.03894304517995228 10 TARGET 100 1e-05 0.5 75 4463 0.0 -54 0.04632950817495083 0.03881856991034566 10 TARGET 100 1e-05 0.5 75 4463 0.0 -55 0.045947855532871756 0.03870327669111165 10 TARGET 100 1e-05 0.5 75 4463 0.0 -56 0.04594354510859207 0.03857442544716777 10 TARGET 100 1e-05 0.5 75 4463 0.0 -57 0.04618305595033498 0.03839378916856014 10 TARGET 100 1e-05 0.5 75 4463 0.0 -58 0.045735330756766224 0.03826080003019535 10 TARGET 100 1e-05 0.5 75 4463 0.0 -59 0.04554438938446318 0.03814277775359876 10 TARGET 100 1e-05 0.5 75 4463 0.0 -60 0.04545198690760818 0.037981684799447205 10 TARGET 100 1e-05 0.5 75 4463 0.0 -61 0.045175413215401194 0.03785734228564031 10 TARGET 100 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100 1e-05 0.5 75 4463 0.0 -99 0.04077180107484763 0.03436006808822805 10 TARGET 100 1e-05 0.5 75 4463 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00001lr_10bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00001lr_10bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index f5d805642..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00001lr_10bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.095689261376055 0.09592804809411366 10 TARGET 100 1e-05 0.0 75 2094 0.0 -1 0.09229859787506688 0.09032129180250746 10 TARGET 100 1e-05 0.0 75 2094 0.0 -2 0.08519765717112256 0.08203362628366008 10 TARGET 100 1e-05 0.0 75 2094 0.0 -3 0.07715387343858629 0.07435045797716487 10 TARGET 100 1e-05 0.0 75 2094 0.0 -4 0.07041335741829391 0.06830492480234666 10 TARGET 100 1e-05 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00001lr_25bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00001lr_25bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index 22a157f00..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00001lr_25bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09669970901626529 0.09278725956877072 25 TARGET 100 1e-05 0.0 75 5127 0.0 -1 0.09618443330931743 0.09210605851628563 25 TARGET 100 1e-05 0.0 75 5127 0.0 -2 0.0951842250622282 0.09073735344590562 25 TARGET 100 1e-05 0.0 75 5127 0.0 -3 0.0933581564061168 0.08850230920043858 25 TARGET 100 1e-05 0.0 75 5127 0.0 -4 0.09065914861481598 0.08550567010586912 25 TARGET 100 1e-05 0.0 75 5127 0.0 -5 0.08730756398603973 0.082095251729091 25 TARGET 100 1e-05 0.0 75 5127 0.0 -6 0.08367454567892785 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0.03583310516268918 25 TARGET 100 1e-05 0.0 75 5127 0.0 -94 0.03640603099131223 0.035735836873451866 25 TARGET 100 1e-05 0.0 75 5127 0.0 -95 0.036301479775220254 0.03563756066741365 25 TARGET 100 1e-05 0.0 75 5127 0.0 -96 0.036198059078117815 0.035542311146855354 25 TARGET 100 1e-05 0.0 75 5127 0.0 -97 0.036097975645327206 0.03545910148232272 25 TARGET 100 1e-05 0.0 75 5127 0.0 -98 0.03599843266812037 0.035361161907062386 25 TARGET 100 1e-05 0.0 75 5127 0.0 -99 0.03590304627763703 0.0352715959941799 25 TARGET 100 1e-05 0.0 75 5127 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00001lr_50bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00001lr_50bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 72ec75fe3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00001lr_50bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size 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75 5598 0.0 -12 0.0843108842268536 0.08140803196213463 50 TARGET 100 1e-05 0.1 75 5598 0.0 -13 0.0825461083740899 0.07961153013236595 50 TARGET 100 1e-05 0.1 75 5598 0.0 -14 0.08079422922547819 0.0778610993063811 50 TARGET 100 1e-05 0.1 75 5598 0.0 -15 0.07903666997497732 0.07613502849232066 50 TARGET 100 1e-05 0.1 75 5598 0.0 -16 0.07733105682463759 0.07446609979326074 50 TARGET 100 1e-05 0.1 75 5598 0.0 -17 0.07582238183579461 0.07285093538688892 50 TARGET 100 1e-05 0.1 75 5598 0.0 -18 0.07429932883191188 0.07133872129700401 50 TARGET 100 1e-05 0.1 75 5598 0.0 -19 0.07277057442801568 0.06989078652678114 50 TARGET 100 1e-05 0.1 75 5598 0.0 -20 0.07137780824694971 0.06854105943983252 50 TARGET 100 1e-05 0.1 75 5598 0.0 -21 0.06997282055491952 0.06721682778813622 50 TARGET 100 1e-05 0.1 75 5598 0.0 -22 0.06880021328576888 0.06596687300638719 50 TARGET 100 1e-05 0.1 75 5598 0.0 -23 0.06760158312039745 0.06477229951909094 50 TARGET 100 1e-05 0.1 75 5598 0.0 -24 0.0664767056001156 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0.050636031862461205 0.0474855157010483 50 TARGET 100 1e-05 0.1 75 5598 0.0 -50 0.05025611321131388 0.04717770218849182 50 TARGET 100 1e-05 0.1 75 5598 0.0 -51 0.04986090723563124 0.04687209088693966 50 TARGET 100 1e-05 0.1 75 5598 0.0 -52 0.049598642922812436 0.04657272260748979 50 TARGET 100 1e-05 0.1 75 5598 0.0 -53 0.049323122559573114 0.046299595047127114 50 TARGET 100 1e-05 0.1 75 5598 0.0 -54 0.049046974227785665 0.04605236468893109 50 TARGET 100 1e-05 0.1 75 5598 0.0 -55 0.04880383823957508 0.04579557794513124 50 TARGET 100 1e-05 0.1 75 5598 0.0 -56 0.0486014174792903 0.045572948613853165 50 TARGET 100 1e-05 0.1 75 5598 0.0 -57 0.048327422666328924 0.045359735123135826 50 TARGET 100 1e-05 0.1 75 5598 0.0 -58 0.04814648403714 0.04514517827015935 50 TARGET 100 1e-05 0.1 75 5598 0.0 -59 0.04779407562631549 0.04494828550201474 50 TARGET 100 1e-05 0.1 75 5598 0.0 -60 0.04763996678871739 0.04475574624357802 50 TARGET 100 1e-05 0.1 75 5598 0.0 -61 0.04756879250860776 0.04455552521077069 50 TARGET 100 1e-05 0.1 75 5598 0.0 -62 0.04728088052535699 0.04437653844555219 50 TARGET 100 1e-05 0.1 75 5598 0.0 -63 0.047251890943407614 0.04418940209981167 50 TARGET 100 1e-05 0.1 75 5598 0.0 -64 0.04701111594886089 0.04403567167394089 50 TARGET 100 1e-05 0.1 75 5598 0.0 -65 0.04676390782951907 0.043877330580444046 50 TARGET 100 1e-05 0.1 75 5598 0.0 -66 0.04661446694372479 0.043716829721674774 50 TARGET 100 1e-05 0.1 75 5598 0.0 -67 0.04644586637565985 0.04358642175793648 50 TARGET 100 1e-05 0.1 75 5598 0.0 -68 0.046312562619596216 0.043452625586227936 50 TARGET 100 1e-05 0.1 75 5598 0.0 -69 0.04623186465365317 0.04329934558182052 50 TARGET 100 1e-05 0.1 75 5598 0.0 -70 0.04600405277878748 0.043167131529612976 50 TARGET 100 1e-05 0.1 75 5598 0.0 -71 0.04592530327764424 0.043035614558241585 50 TARGET 100 1e-05 0.1 75 5598 0.0 -72 0.045677177883960585 0.04294033958153291 50 TARGET 100 1e-05 0.1 75 5598 0.0 -73 0.04567956194432095 0.04281923558675882 50 TARGET 100 1e-05 0.1 75 5598 0.0 -74 0.04556922011253007 0.04268956793980165 50 TARGET 100 1e-05 0.1 75 5598 0.0 -75 0.04535315335047767 0.04256904825116649 50 TARGET 100 1e-05 0.1 75 5598 0.0 -76 0.04537297974682416 0.04246124117211862 50 TARGET 100 1e-05 0.1 75 5598 0.0 -77 0.045130285086354825 0.042354884472760285 50 TARGET 100 1e-05 0.1 75 5598 0.0 -78 0.04499819720483789 0.04223911757722045 50 TARGET 100 1e-05 0.1 75 5598 0.0 -79 0.044986663292152715 0.04216458354935502 50 TARGET 100 1e-05 0.1 75 5598 0.0 -80 0.04477417918066384 0.04205694252794439 50 TARGET 100 1e-05 0.1 75 5598 0.0 -81 0.044737327693387716 0.0419635327927994 50 TARGET 100 1e-05 0.1 75 5598 0.0 -82 0.04470089109307186 0.04186793811845057 50 TARGET 100 1e-05 0.1 75 5598 0.0 -83 0.044531521509693126 0.04176402645129146 50 TARGET 100 1e-05 0.1 75 5598 0.0 -84 0.04445468664470345 0.04167343879287893 50 TARGET 100 1e-05 0.1 75 5598 0.0 -85 0.04432900847007931 0.04158541356975382 50 TARGET 100 1e-05 0.1 75 5598 0.0 -86 0.04424891563176306 0.04149840128692714 50 TARGET 100 1e-05 0.1 75 5598 0.0 -87 0.044202193530019286 0.041409291214112076 50 TARGET 100 1e-05 0.1 75 5598 0.0 -88 0.044089778856396276 0.041325041629148254 50 TARGET 100 1e-05 0.1 75 5598 0.0 -89 0.04399193845915072 0.04123860891118194 50 TARGET 100 1e-05 0.1 75 5598 0.0 -90 0.04392617422874126 0.04116527691031947 50 TARGET 100 1e-05 0.1 75 5598 0.0 -91 0.043805035778167675 0.041073203764178536 50 TARGET 100 1e-05 0.1 75 5598 0.0 -92 0.04370507004636305 0.04099319152759783 50 TARGET 100 1e-05 0.1 75 5598 0.0 -93 0.04369689783815182 0.04089829009590727 50 TARGET 100 1e-05 0.1 75 5598 0.0 -94 0.04350510362523172 0.040838571321783645 50 TARGET 100 1e-05 0.1 75 5598 0.0 -95 0.043526243343196734 0.04074287538727125 50 TARGET 100 1e-05 0.1 75 5598 0.0 -96 0.04342353401661722 0.04066498611461033 50 TARGET 100 1e-05 0.1 75 5598 0.0 -97 0.043304096581257556 0.04058157596172708 50 TARGET 100 1e-05 0.1 75 5598 0.0 -98 0.04327810348735915 0.040503161987572006 50 TARGET 100 1e-05 0.1 75 5598 0.0 -99 0.0431138462565764 0.04042234937801505 50 TARGET 100 1e-05 0.1 75 5598 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00001lr_50bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00001lr_50bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 8be7815bf..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00001lr_50bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09662289965132671 0.09687851256493366 50 TARGET 100 1e-05 0.5 75 9535 0.0 -1 0.09628414555832192 0.09666861977541086 50 TARGET 100 1e-05 0.5 75 9535 0.0 -2 0.0960750550232351 0.0964315343986858 50 TARGET 100 1e-05 0.5 75 9535 0.0 -3 0.0958636459778455 0.09610453473799156 50 TARGET 100 1e-05 0.5 75 9535 0.0 -4 0.09560158572815082 0.09564349935813383 50 TARGET 100 1e-05 0.5 75 9535 0.0 -5 0.0952070064667098 0.0950149886987426 50 TARGET 100 1e-05 0.5 75 9535 0.0 -6 0.09471402497905673 0.09419975249153195 50 TARGET 100 1e-05 0.5 75 9535 0.0 -7 0.09406646208128945 0.09320751216375467 50 TARGET 100 1e-05 0.5 75 9535 0.0 -8 0.09334167336374019 0.09204710094314633 50 TARGET 100 1e-05 0.5 75 9535 0.0 -9 0.09237567352927493 0.09071835491693381 50 TARGET 100 1e-05 0.5 75 9535 0.0 -10 0.0913963306331474 0.08922044684489568 50 TARGET 100 1e-05 0.5 75 9535 0.0 -11 0.09027518025953761 0.0876026733806639 50 TARGET 100 1e-05 0.5 75 9535 0.0 -12 0.08906263243469727 0.08592588544795007 50 TARGET 100 1e-05 0.5 75 9535 0.0 -13 0.0878215495634962 0.08420028018228935 50 TARGET 100 1e-05 0.5 75 9535 0.0 -14 0.08648011203767475 0.08246420730244029 50 TARGET 100 1e-05 0.5 75 9535 0.0 -15 0.08524370835686372 0.0807363846988389 50 TARGET 100 1e-05 0.5 75 9535 0.0 -16 0.08391422419636338 0.07904210460908485 50 TARGET 100 1e-05 0.5 75 9535 0.0 -17 0.08262585138632392 0.07736802688150694 50 TARGET 100 1e-05 0.5 75 9535 0.0 -18 0.08131433305916963 0.07578123360872269 50 TARGET 100 1e-05 0.5 75 9535 0.0 -19 0.07998146051509614 0.07426215911453421 50 TARGET 100 1e-05 0.5 75 9535 0.0 -20 0.0790278274152014 0.0727547314582449 50 TARGET 100 1e-05 0.5 75 9535 0.0 -21 0.07785439004601051 0.07141339101574638 50 TARGET 100 1e-05 0.5 75 9535 0.0 -22 0.0767636347800393 0.07008074856165683 50 TARGET 100 1e-05 0.5 75 9535 0.0 -23 0.07562717366399187 0.06881565871563824 50 TARGET 100 1e-05 0.5 75 9535 0.0 -24 0.07480649843260094 0.06764462432174971 50 TARGET 100 1e-05 0.5 75 9535 0.0 -25 0.07367029668205113 0.06658122304714087 50 TARGET 100 1e-05 0.5 75 9535 0.0 -26 0.07268089206531794 0.06554158438335765 50 TARGET 100 1e-05 0.5 75 9535 0.0 -27 0.07186907607597935 0.0645433935252103 50 TARGET 100 1e-05 0.5 75 9535 0.0 -28 0.07118604663345549 0.06357340198574644 50 TARGET 100 1e-05 0.5 75 9535 0.0 -29 0.07030288237915296 0.06266425279053775 50 TARGET 100 1e-05 0.5 75 9535 0.0 -30 0.06953545072765062 0.061875837318825 50 TARGET 100 1e-05 0.5 75 9535 0.0 -31 0.0687236024775489 0.06109758376172095 50 TARGET 100 1e-05 0.5 75 9535 0.0 -32 0.06786537428797294 0.06036266921596094 50 TARGET 100 1e-05 0.5 75 9535 0.0 -33 0.06736323819417343 0.059619336981665 50 TARGET 100 1e-05 0.5 75 9535 0.0 -34 0.06657902462414218 0.058928502892906014 50 TARGET 100 1e-05 0.5 75 9535 0.0 -35 0.06591970177511575 0.0582483389386625 50 TARGET 100 1e-05 0.5 75 9535 0.0 -36 0.06553428840857965 0.057604842565276405 50 TARGET 100 1e-05 0.5 75 9535 0.0 -37 0.06459476501502172 0.057017631264347016 50 TARGET 100 1e-05 0.5 75 9535 0.0 -38 0.06430291977745516 0.05644669406341784 50 TARGET 100 1e-05 0.5 75 9535 0.0 -39 0.06364433589055883 0.055865999085433556 50 TARGET 100 1e-05 0.5 75 9535 0.0 -40 0.06328382519911034 0.05535099531213442 50 TARGET 100 1e-05 0.5 75 9535 0.0 -41 0.06283266287961793 0.05484802975799098 50 TARGET 100 1e-05 0.5 75 9535 0.0 -42 0.06228250127147745 0.05436949386741176 50 TARGET 100 1e-05 0.5 75 9535 0.0 -43 0.06178622732961218 0.05390991394718488 50 TARGET 100 1e-05 0.5 75 9535 0.0 -44 0.06124701343401514 0.053456453211379776 50 TARGET 100 1e-05 0.5 75 9535 0.0 -45 0.06095852014241797 0.05301207552353541 50 TARGET 100 1e-05 0.5 75 9535 0.0 -46 0.06028423996435271 0.05267667725230708 50 TARGET 100 1e-05 0.5 75 9535 0.0 -47 0.05985729511739429 0.052295904832355904 50 TARGET 100 1e-05 0.5 75 9535 0.0 -48 0.05976521354231369 0.05189460515975952 50 TARGET 100 1e-05 0.5 75 9535 0.0 -49 0.05924833840643517 0.05155891529989965 50 TARGET 100 1e-05 0.5 75 9535 0.0 -50 0.0588816325321342 0.051214448430321434 50 TARGET 100 1e-05 0.5 75 9535 0.0 -51 0.05845203614395476 0.05091271323688103 50 TARGET 100 1e-05 0.5 75 9535 0.0 -52 0.05823166575596389 0.05060400554176533 50 TARGET 100 1e-05 0.5 75 9535 0.0 -53 0.057897981130815915 0.05033092178178556 50 TARGET 100 1e-05 0.5 75 9535 0.0 -54 0.0577135246987094 0.05004739490422336 50 TARGET 100 1e-05 0.5 75 9535 0.0 -55 0.05723704282282178 0.049806568320050384 50 TARGET 100 1e-05 0.5 75 9535 0.0 -56 0.05712868664601837 0.0495296089035092 50 TARGET 100 1e-05 0.5 75 9535 0.0 -57 0.05663883032571988 0.04927513635519779 50 TARGET 100 1e-05 0.5 75 9535 0.0 -58 0.05652052076276304 0.049065218730406326 50 TARGET 100 1e-05 0.5 75 9535 0.0 -59 0.05628257177092812 0.048881716123132996 50 TARGET 100 1e-05 0.5 75 9535 0.0 -60 0.056054425134201245 0.04864843652555437 50 TARGET 100 1e-05 0.5 75 9535 0.0 -61 0.055768853436014065 0.04842717302116481 50 TARGET 100 1e-05 0.5 75 9535 0.0 -62 0.05529881677643619 0.048284566312125236 50 TARGET 100 1e-05 0.5 75 9535 0.0 -63 0.055187670984352476 0.04811366997433431 50 TARGET 100 1e-05 0.5 75 9535 0.0 -64 0.055071930943514764 0.04791568151929162 50 TARGET 100 1e-05 0.5 75 9535 0.0 -65 0.05513348212145796 0.04771445973804503 50 TARGET 100 1e-05 0.5 75 9535 0.0 -66 0.054623060455225934 0.04756059576616143 50 TARGET 100 1e-05 0.5 75 9535 0.0 -67 0.05442442601979381 0.04744775661013343 50 TARGET 100 1e-05 0.5 75 9535 0.0 -68 0.05411798300014602 0.04730588875033639 50 TARGET 100 1e-05 0.5 75 9535 0.0 -69 0.05403960833595658 0.04716028002175418 50 TARGET 100 1e-05 0.5 75 9535 0.0 -70 0.05380699232923061 0.047046774264537926 50 TARGET 100 1e-05 0.5 75 9535 0.0 -71 0.053844724540357235 0.046893198155995575 50 TARGET 100 1e-05 0.5 75 9535 0.0 -72 0.053684372793544426 0.04674032296646725 50 TARGET 100 1e-05 0.5 75 9535 0.0 -73 0.053623860181381405 0.04663238595380927 50 TARGET 100 1e-05 0.5 75 9535 0.0 -74 0.05333990196035767 0.04649581895633177 50 TARGET 100 1e-05 0.5 75 9535 0.0 -75 0.05329267612912438 0.04640403322198174 50 TARGET 100 1e-05 0.5 75 9535 0.0 -76 0.05316662231479028 0.046254288743842735 50 TARGET 100 1e-05 0.5 75 9535 0.0 -77 0.052986221256280185 0.04618877804640568 50 TARGET 100 1e-05 0.5 75 9535 0.0 -78 0.05281882191246206 0.04608543747753808 50 TARGET 100 1e-05 0.5 75 9535 0.0 -79 0.05265109013979283 0.046001201777747185 50 TARGET 100 1e-05 0.5 75 9535 0.0 -80 0.05260940987353373 0.045897115925044724 50 TARGET 100 1e-05 0.5 75 9535 0.0 -81 0.05241667717594892 0.04578344241687746 50 TARGET 100 1e-05 0.5 75 9535 0.0 -82 0.05226335880230573 0.04570636864412914 50 TARGET 100 1e-05 0.5 75 9535 0.0 -83 0.05209299869308568 0.04564858442454627 50 TARGET 100 1e-05 0.5 75 9535 0.0 -84 0.05201764910259231 0.04557183226852706 50 TARGET 100 1e-05 0.5 75 9535 0.0 -85 0.05207584918749453 0.04546639300657041 50 TARGET 100 1e-05 0.5 75 9535 0.0 -86 0.05169009500079685 0.045385374602946366 50 TARGET 100 1e-05 0.5 75 9535 0.0 -87 0.05172427093942559 0.04531507148887172 50 TARGET 100 1e-05 0.5 75 9535 0.0 -88 0.051536232960545256 0.045257117937911644 50 TARGET 100 1e-05 0.5 75 9535 0.0 -89 0.05165687215950353 0.045179939405484634 50 TARGET 100 1e-05 0.5 75 9535 0.0 -90 0.05130299711317727 0.045082604004578156 50 TARGET 100 1e-05 0.5 75 9535 0.0 -91 0.05137312432330867 0.045028055933388794 50 TARGET 100 1e-05 0.5 75 9535 0.0 -92 0.05123980752245746 0.04496627989591974 50 TARGET 100 1e-05 0.5 75 9535 0.0 -93 0.05110884351210562 0.04490441987008759 50 TARGET 100 1e-05 0.5 75 9535 0.0 -94 0.05102514384019656 0.04483477579373302 50 TARGET 100 1e-05 0.5 75 9535 0.0 -95 0.05083584781698506 0.04476815078294638 50 TARGET 100 1e-05 0.5 75 9535 0.0 -96 0.05081119532587151 0.044740469618277115 50 TARGET 100 1e-05 0.5 75 9535 0.0 -97 0.05059059291626468 0.04467318884351037 50 TARGET 100 1e-05 0.5 75 9535 0.0 -98 0.050601125616417185 0.04462061607927987 50 TARGET 100 1e-05 0.5 75 9535 0.0 -99 0.05041821430176998 0.044581721677924645 50 TARGET 100 1e-05 0.5 75 9535 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00001lr_50bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00001lr_50bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index 92995831a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00001lr_50bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09613827217106867 0.09827960463184299 50 TARGET 100 1e-05 0.0 75 1482 0.0 -1 0.09590451351620934 0.09804993416323807 50 TARGET 100 1e-05 0.0 75 1482 0.0 -2 0.09565464214042381 0.09773986064123386 50 TARGET 100 1e-05 0.0 75 1482 0.0 -3 0.0952961395184199 0.09728213896354039 50 TARGET 100 1e-05 0.0 75 1482 0.0 -4 0.09477891118237466 0.09664456433419025 50 TARGET 100 1e-05 0.0 75 1482 0.0 -5 0.0940699294359997 0.09578397260470824 50 TARGET 100 1e-05 0.0 75 1482 0.0 -6 0.09313751400921882 0.09468461369926279 50 TARGET 100 1e-05 0.0 75 1482 0.0 -7 0.09198385672737854 0.09334073780160962 50 TARGET 100 1e-05 0.0 75 1482 0.0 -8 0.09060066333824536 0.09177957904158217 50 TARGET 100 1e-05 0.0 75 1482 0.0 -9 0.08902746486643749 0.09004986760291186 50 TARGET 100 1e-05 0.0 75 1482 0.0 -10 0.08731838300673649 0.08818868547677994 50 TARGET 100 1e-05 0.0 75 1482 0.0 -11 0.0855000766640159 0.08624902006351587 50 TARGET 100 1e-05 0.0 75 1482 0.0 -12 0.08363817378828421 0.08429065617648038 50 TARGET 100 1e-05 0.0 75 1482 0.0 -13 0.08176951469094665 0.08234984811508295 50 TARGET 100 1e-05 0.0 75 1482 0.0 -14 0.07994419562094139 0.08042246441949498 50 TARGET 100 1e-05 0.0 75 1482 0.0 -15 0.07815773097754328 0.07856147465380756 50 TARGET 100 1e-05 0.0 75 1482 0.0 -16 0.07642748693524788 0.0767868420842922 50 TARGET 100 1e-05 0.0 75 1482 0.0 -17 0.07477958041309106 0.07510432984792825 50 TARGET 100 1e-05 0.0 75 1482 0.0 -18 0.07321564336417098 0.07349134642969478 50 TARGET 100 1e-05 0.0 75 1482 0.0 -19 0.07171226553744339 0.07193536604895737 50 TARGET 100 1e-05 0.0 75 1482 0.0 -20 0.0702809073306896 0.07044549557295712 50 TARGET 100 1e-05 0.0 75 1482 0.0 -21 0.06891222955401899 0.06902180544354698 50 TARGET 100 1e-05 0.0 75 1482 0.0 -22 0.06759405391986924 0.06767013736746529 50 TARGET 100 1e-05 0.0 75 1482 0.0 -23 0.06633239502858634 0.0663647163997997 50 TARGET 100 1e-05 0.0 75 1482 0.0 -24 0.06512527125150668 0.06510918068163322 50 TARGET 100 1e-05 0.0 75 1482 0.0 -25 0.06396606528146902 0.06390659217581604 50 TARGET 100 1e-05 0.0 75 1482 0.0 -26 0.06285717744718898 0.06277272172949531 50 TARGET 100 1e-05 0.0 75 1482 0.0 -27 0.061803692406175115 0.061683169029878845 50 TARGET 100 1e-05 0.0 75 1482 0.0 -28 0.0607993257316676 0.060644661048145004 50 TARGET 100 1e-05 0.0 75 1482 0.0 -29 0.05984629240351093 0.059658338061787865 50 TARGET 100 1e-05 0.0 75 1482 0.0 -30 0.058937574877883446 0.058730903900030884 50 TARGET 100 1e-05 0.0 75 1482 0.0 -31 0.05807544055209818 0.05783827185179248 50 TARGET 100 1e-05 0.0 75 1482 0.0 -32 0.0572626975299132 0.05699803770491571 50 TARGET 100 1e-05 0.0 75 1482 0.0 -33 0.056494106899206885 0.056201427723422195 50 TARGET 100 1e-05 0.0 75 1482 0.0 -34 0.05576576501983986 0.05545028547445933 50 TARGET 100 1e-05 0.0 75 1482 0.0 -35 0.05506956228603819 0.05474793132055889 50 TARGET 100 1e-05 0.0 75 1482 0.0 -36 0.054426637613010725 0.054065433528387184 50 TARGET 100 1e-05 0.0 75 1482 0.0 -37 0.053813133464016095 0.053426746956326744 50 TARGET 100 1e-05 0.0 75 1482 0.0 -38 0.05323108915327374 0.05283515211759192 50 TARGET 100 1e-05 0.0 75 1482 0.0 -39 0.052689764673762046 0.05228688217925303 50 TARGET 100 1e-05 0.0 75 1482 0.0 -40 0.0521819953891364 0.05175321492733377 50 TARGET 100 1e-05 0.0 75 1482 0.0 -41 0.05170055848831681 0.05124465963154128 50 TARGET 100 1e-05 0.0 75 1482 0.0 -42 0.05124476948370436 0.050772801380265846 50 TARGET 100 1e-05 0.0 75 1482 0.0 -43 0.05082445670709466 0.050317250643715714 50 TARGET 100 1e-05 0.0 75 1482 0.0 -44 0.0504093837958795 0.04989608478817073 50 TARGET 100 1e-05 0.0 75 1482 0.0 -45 0.05002554036952831 0.049516528506170616 50 TARGET 100 1e-05 0.0 75 1482 0.0 -46 0.04966936975416511 0.049130780453031715 50 TARGET 100 1e-05 0.0 75 1482 0.0 -47 0.0493322825216083 0.0487686771560799 50 TARGET 100 1e-05 0.0 75 1482 0.0 -48 0.04900712274040036 0.04844806670691028 50 TARGET 100 1e-05 0.0 75 1482 0.0 -49 0.0487022660170942 0.04813129206498464 50 TARGET 100 1e-05 0.0 75 1482 0.0 -50 0.04841334476866305 0.04783164687228925 50 TARGET 100 1e-05 0.0 75 1482 0.0 -51 0.04813931166172429 0.04752889004620639 50 TARGET 100 1e-05 0.0 75 1482 0.0 -52 0.04787138277533078 0.047252034937793556 50 TARGET 100 1e-05 0.0 75 1482 0.0 -53 0.047619160992228224 0.04698349828972961 50 TARGET 100 1e-05 0.0 75 1482 0.0 -54 0.04737527213162846 0.04672250862826 50 TARGET 100 1e-05 0.0 75 1482 0.0 -55 0.0471381558487913 0.046478259631178596 50 TARGET 100 1e-05 0.0 75 1482 0.0 -56 0.04691181241562872 0.046249714087356224 50 TARGET 100 1e-05 0.0 75 1482 0.0 -57 0.04669523069804365 0.046018898374203476 50 TARGET 100 1e-05 0.0 75 1482 0.0 -58 0.04648801798521469 0.045805475251241165 50 TARGET 100 1e-05 0.0 75 1482 0.0 -59 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00005lr_10bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08936262163349273 0.07516853737108635 10 TARGET 100 5e-05 0.0 75 8054 0.0 -1 0.06360002714977521 0.05574803720369483 10 TARGET 100 5e-05 0.0 75 8054 0.0 -2 0.050489535486256634 0.04822529299241124 10 TARGET 100 5e-05 0.0 75 8054 0.0 -3 0.04526257187579617 0.044930672216596024 10 TARGET 100 5e-05 0.0 75 8054 0.0 -4 0.042515013467282155 0.04267695105888627 10 TARGET 100 5e-05 0.0 75 8054 0.0 -5 0.04062997251247316 0.04098503585114623 10 TARGET 100 5e-05 0.0 75 8054 0.0 -6 0.03912061104795547 0.039525059813802894 10 TARGET 100 5e-05 0.0 75 8054 0.0 -7 0.03784800320863724 0.03836206290306467 10 TARGET 100 5e-05 0.0 75 8054 0.0 -8 0.03674219339860208 0.03724799457598816 10 TARGET 100 5e-05 0.0 75 8054 0.0 -9 0.03585812771812031 0.03638587451793931 10 TARGET 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TARGET 100 5e-05 0.0 75 8054 0.0 -47 0.026434215017741777 0.026811629815986664 10 TARGET 100 5e-05 0.0 75 8054 0.0 -48 0.02633455285946729 0.026756008635416176 10 TARGET 100 5e-05 0.0 75 8054 0.0 -49 0.026238001845400743 0.026654829412247196 10 TARGET 100 5e-05 0.0 75 8054 0.0 -50 0.026141628924042287 0.026618870878309914 10 TARGET 100 5e-05 0.0 75 8054 0.0 -51 0.02605096233212185 0.02653185413642363 10 TARGET 100 5e-05 0.0 75 8054 0.0 -52 0.025963058011600065 0.026467423490954167 10 TARGET 100 5e-05 0.0 75 8054 0.0 -53 0.025871539337918012 0.026394437038988777 10 TARGET 100 5e-05 0.0 75 8054 0.0 -54 0.025780037308883185 0.026334062613772625 10 TARGET 100 5e-05 0.0 75 8054 0.0 -55 0.025695637570888507 0.026235653482603306 10 TARGET 100 5e-05 0.0 75 8054 0.0 -56 0.025617011700465223 0.026179897119150017 10 TARGET 100 5e-05 0.0 75 8054 0.0 -57 0.025529331587229916 0.026096217503601856 10 TARGET 100 5e-05 0.0 75 8054 0.0 -58 0.02545122349452892 0.026044329007466633 10 TARGET 100 5e-05 0.0 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0.024540833206941382 0.025400494987314396 10 TARGET 100 5e-05 0.0 75 8054 0.0 -72 0.024481343017633918 0.025331632713928368 10 TARGET 100 5e-05 0.0 75 8054 0.0 -73 0.024430976616162243 0.025300453558112636 10 TARGET 100 5e-05 0.0 75 8054 0.0 -74 0.024366448097156757 0.025245917001456925 10 TARGET 100 5e-05 0.0 75 8054 0.0 -75 0.024310196608756527 0.02516857495136333 10 TARGET 100 5e-05 0.0 75 8054 0.0 -76 0.02425221841067377 0.02517114280525482 10 TARGET 100 5e-05 0.0 75 8054 0.0 -77 0.02420150092254183 0.02511514328194387 10 TARGET 100 5e-05 0.0 75 8054 0.0 -78 0.024153791186133217 0.025120971498615814 10 TARGET 100 5e-05 0.0 75 8054 0.0 -79 0.024098284178811692 0.0250395517796278 10 TARGET 100 5e-05 0.0 75 8054 0.0 -80 0.024045597730511768 0.024999411607330494 10 TARGET 100 5e-05 0.0 75 8054 0.0 -81 0.023996235526822233 0.024945680672923725 10 TARGET 100 5e-05 0.0 75 8054 0.0 -82 0.023941609180635877 0.024916197540182056 10 TARGET 100 5e-05 0.0 75 8054 0.0 -83 0.023896135803725984 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TARGET 100 5e-05 0.0 75 8054 0.0 -96 0.023310359799450495 0.024410722664359844 10 TARGET 100 5e-05 0.0 75 8054 0.0 -97 0.023268703509260108 0.02442427831843044 10 TARGET 100 5e-05 0.0 75 8054 0.0 -98 0.023230596335749032 0.024366437993717915 10 TARGET 100 5e-05 0.0 75 8054 0.0 -99 0.023185333318581886 0.024324121856779762 10 TARGET 100 5e-05 0.0 75 8054 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00005lr_25bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00005lr_25bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 81a64a0cc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00005lr_25bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09499520627838193 0.09400192478841002 25 TARGET 100 5e-05 0.1 75 3013 0.0 -1 0.08723136629620787 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0.031186323951591145 50 TARGET 100 5e-05 0.1 75 9464 0.0 -76 0.032831551243710996 0.031099059703675182 50 TARGET 100 5e-05 0.1 75 9464 0.0 -77 0.03274672775708064 0.031025654156551216 50 TARGET 100 5e-05 0.1 75 9464 0.0 -78 0.032658002762631935 0.03093829243020578 50 TARGET 100 5e-05 0.1 75 9464 0.0 -79 0.03271911537857971 0.030877090256774063 50 TARGET 100 5e-05 0.1 75 9464 0.0 -80 0.03243557878641368 0.03080869454777602 50 TARGET 100 5e-05 0.1 75 9464 0.0 -81 0.03248747717902717 0.030726279894059353 50 TARGET 100 5e-05 0.1 75 9464 0.0 -82 0.032452475655861575 0.030657208552866272 50 TARGET 100 5e-05 0.1 75 9464 0.0 -83 0.032423737386762096 0.030582320735310062 50 TARGET 100 5e-05 0.1 75 9464 0.0 -84 0.03225444429726512 0.03051288177569707 50 TARGET 100 5e-05 0.1 75 9464 0.0 -85 0.03198533491403968 0.030448788720549957 50 TARGET 100 5e-05 0.1 75 9464 0.0 -86 0.03202479005938628 0.030378590309710213 50 TARGET 100 5e-05 0.1 75 9464 0.0 -87 0.031834159428974995 0.030304880982095547 50 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-6 0.07261804343273343 0.06470977379517122 50 TARGET 100 5e-05 0.5 75 3409 0.0 -7 0.06863628352932657 0.060726643398855674 50 TARGET 100 5e-05 0.5 75 3409 0.0 -8 0.0655219694630867 0.05741474303332242 50 TARGET 100 5e-05 0.5 75 3409 0.0 -9 0.06251953354086538 0.0548481788824905 50 TARGET 100 5e-05 0.5 75 3409 0.0 -10 0.06039397357037975 0.052576941748460136 50 TARGET 100 5e-05 0.5 75 3409 0.0 -11 0.05834048953822968 0.050794382325627586 50 TARGET 100 5e-05 0.5 75 3409 0.0 -12 0.05666777476517841 0.04937624502362627 50 TARGET 100 5e-05 0.5 75 3409 0.0 -13 0.05510299016881471 0.04833428505243677 50 TARGET 100 5e-05 0.5 75 3409 0.0 -14 0.054294933398765344 0.04740026627074589 50 TARGET 100 5e-05 0.5 75 3409 0.0 -15 0.05333209814196484 0.04674605370470972 50 TARGET 100 5e-05 0.5 75 3409 0.0 -16 0.052321854765567714 0.046114154160022736 50 TARGET 100 5e-05 0.5 75 3409 0.0 -17 0.05181792881402504 0.04565918219811989 50 TARGET 100 5e-05 0.5 75 3409 0.0 -18 0.05144649143221001 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5e-05 0.5 75 3409 0.0 -31 0.04630003581043044 0.04185504895268065 50 TARGET 100 5e-05 0.5 75 3409 0.0 -32 0.04634935608265376 0.04156743667342446 50 TARGET 100 5e-05 0.5 75 3409 0.0 -33 0.04587532325274615 0.04134948077526959 50 TARGET 100 5e-05 0.5 75 3409 0.0 -34 0.04535796192258296 0.04112269469734394 50 TARGET 100 5e-05 0.5 75 3409 0.0 -35 0.04522670153214875 0.0409099432555112 50 TARGET 100 5e-05 0.5 75 3409 0.0 -36 0.04477313300124323 0.04070810318896265 50 TARGET 100 5e-05 0.5 75 3409 0.0 -37 0.04453143636736805 0.040490076058741775 50 TARGET 100 5e-05 0.5 75 3409 0.0 -38 0.044225827022534026 0.04027081134192871 50 TARGET 100 5e-05 0.5 75 3409 0.0 -39 0.04384345445869748 0.04008029265837236 50 TARGET 100 5e-05 0.5 75 3409 0.0 -40 0.0439338049528374 0.039855681246880326 50 TARGET 100 5e-05 0.5 75 3409 0.0 -41 0.04345884440021483 0.039693125382517326 50 TARGET 100 5e-05 0.5 75 3409 0.0 -42 0.04338631521822627 0.03950977743123517 50 TARGET 100 5e-05 0.5 75 3409 0.0 -43 0.04293947466194429 0.03938621621240269 50 TARGET 100 5e-05 0.5 75 3409 0.0 -44 0.043034469903217826 0.03919887057307995 50 TARGET 100 5e-05 0.5 75 3409 0.0 -45 0.042414919645697984 0.039049257157426895 50 TARGET 100 5e-05 0.5 75 3409 0.0 -46 0.042335083890041515 0.03891256508050543 50 TARGET 100 5e-05 0.5 75 3409 0.0 -47 0.04216453795531382 0.0387585067162008 50 TARGET 100 5e-05 0.5 75 3409 0.0 -48 0.041771787535461916 0.038654523704088097 50 TARGET 100 5e-05 0.5 75 3409 0.0 -49 0.04192832691801919 0.038515280706412865 50 TARGET 100 5e-05 0.5 75 3409 0.0 -50 0.0413472509444362 0.038405821404673836 50 TARGET 100 5e-05 0.5 75 3409 0.0 -51 0.04135201246750475 0.038330679590051826 50 TARGET 100 5e-05 0.5 75 3409 0.0 -52 0.04125506180003034 0.03822057671619184 50 TARGET 100 5e-05 0.5 75 3409 0.0 -53 0.04109747382978397 0.0381441731570345 50 TARGET 100 5e-05 0.5 75 3409 0.0 -54 0.04088386883237948 0.03801907779592456 50 TARGET 100 5e-05 0.5 75 3409 0.0 -55 0.04054663366691432 0.037922280191472084 50 TARGET 100 5e-05 0.5 75 3409 0.0 -56 0.04053271852860146 0.03781799847880999 50 TARGET 100 5e-05 0.5 75 3409 0.0 -57 0.040052984800402966 0.03775654552560864 50 TARGET 100 5e-05 0.5 75 3409 0.0 -58 0.04024445266785846 0.03767671142563676 50 TARGET 100 5e-05 0.5 75 3409 0.0 -59 0.03996282311702015 0.03759851825959755 50 TARGET 100 5e-05 0.5 75 3409 0.0 -60 0.040084540894135885 0.03753266641587922 50 TARGET 100 5e-05 0.5 75 3409 0.0 -61 0.03985162337721398 0.037425597057198036 50 TARGET 100 5e-05 0.5 75 3409 0.0 -62 0.039860624217926854 0.03732138556061369 50 TARGET 100 5e-05 0.5 75 3409 0.0 -63 0.03963310045726372 0.037253525108098984 50 TARGET 100 5e-05 0.5 75 3409 0.0 -64 0.039440471076905126 0.037174624475565826 50 TARGET 100 5e-05 0.5 75 3409 0.0 -65 0.03912808155321112 0.0371487419487852 50 TARGET 100 5e-05 0.5 75 3409 0.0 -66 0.03931253755885342 0.03706830728686217 50 TARGET 100 5e-05 0.5 75 3409 0.0 -67 0.03893162665092183 0.0369964764651024 50 TARGET 100 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0.03780369079273558 0.03623027083548633 50 TARGET 100 5e-05 0.5 75 3409 0.0 -81 0.037337201211588955 0.03616925182216095 50 TARGET 100 5e-05 0.5 75 3409 0.0 -82 0.03773916718434003 0.036142283203926956 50 TARGET 100 5e-05 0.5 75 3409 0.0 -83 0.037711560362416886 0.03608531719355872 50 TARGET 100 5e-05 0.5 75 3409 0.0 -84 0.03779815484829222 0.03600950268181888 50 TARGET 100 5e-05 0.5 75 3409 0.0 -85 0.03741615261844914 0.03594773703000762 50 TARGET 100 5e-05 0.5 75 3409 0.0 -86 0.03734045061800215 0.03589989854530855 50 TARGET 100 5e-05 0.5 75 3409 0.0 -87 0.03768888376778625 0.03583172166889364 50 TARGET 100 5e-05 0.5 75 3409 0.0 -88 0.03708293100800177 0.03579620565428878 50 TARGET 100 5e-05 0.5 75 3409 0.0 -89 0.036784309856217313 0.03574406671704668 50 TARGET 100 5e-05 0.5 75 3409 0.0 -90 0.03731651753438041 0.03567452615860737 50 TARGET 100 5e-05 0.5 75 3409 0.0 -91 0.0372032122906009 0.03562782004927144 50 TARGET 100 5e-05 0.5 75 3409 0.0 -92 0.03664007691371722 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.00005lr_50bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09665482451116998 0.08962279987154585 50 TARGET 100 5e-05 0.0 75 1610 0.0 -1 0.09452211309964408 0.08630778979171407 50 TARGET 100 5e-05 0.0 75 1610 0.0 -2 0.08955060389607844 0.08034521228436267 50 TARGET 100 5e-05 0.0 75 1610 0.0 -3 0.082123185523632 0.07310003493771408 50 TARGET 100 5e-05 0.0 75 1610 0.0 -4 0.07408793875163654 0.06636463783004067 50 TARGET 100 5e-05 0.0 75 1610 0.0 -5 0.06694572436488437 0.06080635569312356 50 TARGET 100 5e-05 0.0 75 1610 0.0 -6 0.06124715089346423 0.056376777815096306 50 TARGET 100 5e-05 0.0 75 1610 0.0 -7 0.056860425932840866 0.05291089088176236 50 TARGET 100 5e-05 0.0 75 1610 0.0 -8 0.05343121660227326 0.050093136840697494 50 TARGET 100 5e-05 0.0 75 1610 0.0 -9 0.0508003311250547 0.0481301076484449 50 TARGET 100 5e-05 0.0 75 1610 0.0 -10 0.048796714481079216 0.04647565723368616 50 TARGET 100 5e-05 0.0 75 1610 0.0 -11 0.0472526788736634 0.04532709841926893 50 TARGET 100 5e-05 0.0 75 1610 0.0 -12 0.04603039043068083 0.044393108198136993 50 TARGET 100 5e-05 0.0 75 1610 0.0 -13 0.04504631033248773 0.04359253258867697 50 TARGET 100 5e-05 0.0 75 1610 0.0 -14 0.044227578912419505 0.0429877033739379 50 TARGET 100 5e-05 0.0 75 1610 0.0 -15 0.04352693799067828 0.04239810517791546 50 TARGET 100 5e-05 0.0 75 1610 0.0 -16 0.042902549396359964 0.04192678686795813 50 TARGET 100 5e-05 0.0 75 1610 0.0 -17 0.0423170965202529 0.041398481663429375 50 TARGET 100 5e-05 0.0 75 1610 0.0 -18 0.041766512837975917 0.04089754503784758 50 TARGET 100 5e-05 0.0 75 1610 0.0 -19 0.0412556281570433 0.04044719503232927 50 TARGET 100 5e-05 0.0 75 1610 0.0 -20 0.04073077959544731 0.039987511255524376 50 TARGET 100 5e-05 0.0 75 1610 0.0 -21 0.04025229516906369 0.03957170620560646 50 TARGET 100 5e-05 0.0 75 1610 0.0 -22 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TARGET 100 5e-05 0.0 75 1610 0.0 -84 0.02974173824870426 0.029500094270615868 50 TARGET 100 5e-05 0.0 75 1610 0.0 -85 0.029653610968930953 0.02941265380518003 50 TARGET 100 5e-05 0.0 75 1610 0.0 -86 0.029568233938028515 0.029314847380825966 50 TARGET 100 5e-05 0.0 75 1610 0.0 -87 0.02948021504915122 0.029221875762397594 50 TARGET 100 5e-05 0.0 75 1610 0.0 -88 0.029395211632253747 0.02913430536335165 50 TARGET 100 5e-05 0.0 75 1610 0.0 -89 0.029313716429100696 0.02905892196929816 50 TARGET 100 5e-05 0.0 75 1610 0.0 -90 0.029228342822454994 0.02895535229507721 50 TARGET 100 5e-05 0.0 75 1610 0.0 -91 0.029146991877092257 0.02886770157651468 50 TARGET 100 5e-05 0.0 75 1610 0.0 -92 0.029065225994596978 0.028779365291649647 50 TARGET 100 5e-05 0.0 75 1610 0.0 -93 0.02898276857530027 0.028693118273760334 50 TARGET 100 5e-05 0.0 75 1610 0.0 -94 0.02890257299046725 0.028611458668654614 50 TARGET 100 5e-05 0.0 75 1610 0.0 -95 0.028825148908728702 0.02853142340300661 50 TARGET 100 5e-05 0.0 75 1610 0.0 -96 0.028743855297715976 0.028451397507028145 50 TARGET 100 5e-05 0.0 75 1610 0.0 -97 0.028664613945365756 0.028364823453805664 50 TARGET 100 5e-05 0.0 75 1610 0.0 -98 0.028589490136313518 0.02830087574142398 50 TARGET 100 5e-05 0.0 75 1610 0.0 -99 0.028514164898180802 0.028222739414283722 50 TARGET 100 5e-05 0.0 75 1610 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.0005lr_10bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.0005lr_10bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index e9bae8be2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.0005lr_10bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.0585574848633824 0.04056881684245485 10 TARGET 100 0.0005 0.1 75 3754 0.0 -1 0.04043891960723633 0.034675690373688034 10 TARGET 100 0.0005 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0.025734742915238997 0.02418347888372161 10 TARGET 100 0.0005 0.1 75 3754 0.0 -15 0.025409806758065014 0.02405649700173826 10 TARGET 100 0.0005 0.1 75 3754 0.0 -16 0.025199075358032376 0.023859245251073982 10 TARGET 100 0.0005 0.1 75 3754 0.0 -17 0.025210178416435566 0.024040841299927597 10 TARGET 100 0.0005 0.1 75 3754 0.0 -18 0.024946487480492302 0.023903642978632088 10 TARGET 100 0.0005 0.1 75 3754 0.0 -19 0.0248893259300126 0.02381824662513805 10 TARGET 100 0.0005 0.1 75 3754 0.0 -20 0.02445481180116183 0.023548969773180557 10 TARGET 100 0.0005 0.1 75 3754 0.0 -21 0.024441978056924513 0.023558975225596718 10 TARGET 100 0.0005 0.1 75 3754 0.0 -22 0.02419667354211061 0.023618105855403526 10 TARGET 100 0.0005 0.1 75 3754 0.0 -23 0.024351089929390436 0.023426360591794506 10 TARGET 100 0.0005 0.1 75 3754 0.0 -24 0.024109911499701767 0.02334101413461295 10 TARGET 100 0.0005 0.1 75 3754 0.0 -25 0.023982221329653705 0.02328019453720613 10 TARGET 100 0.0005 0.1 75 3754 0.0 -26 0.023853325789875857 0.02327552917554523 10 TARGET 100 0.0005 0.1 75 3754 0.0 -27 0.023533135226077907 0.02325648306445642 10 TARGET 100 0.0005 0.1 75 3754 0.0 -28 0.023539833141246226 0.02317532885706786 10 TARGET 100 0.0005 0.1 75 3754 0.0 -29 0.02356375939516909 0.023185623809695244 10 TARGET 100 0.0005 0.1 75 3754 0.0 -30 0.023412242607034818 0.02309308906622005 10 TARGET 100 0.0005 0.1 75 3754 0.0 -31 0.023264835234292427 0.023092821296868904 10 TARGET 100 0.0005 0.1 75 3754 0.0 -32 0.02327073732334556 0.023036784689986343 10 TARGET 100 0.0005 0.1 75 3754 0.0 -33 0.023008371925966106 0.023079617061849796 10 TARGET 100 0.0005 0.1 75 3754 0.0 -34 0.023135302462912972 0.023112697696143932 10 TARGET 100 0.0005 0.1 75 3754 0.0 -35 0.023301170455285597 0.02308747646483508 10 TARGET 100 0.0005 0.1 75 3754 0.0 -36 0.022734821024617363 0.022938639772209255 10 TARGET 100 0.0005 0.1 75 3754 0.0 -37 0.022702010022319526 0.022825518453663044 10 TARGET 100 0.0005 0.1 75 3754 0.0 -38 0.023075980469835326 0.022902606958241173 10 TARGET 100 0.0005 0.1 75 3754 0.0 -39 0.022504473079986844 0.022778386137250698 10 TARGET 100 0.0005 0.1 75 3754 0.0 -40 0.022671863675017147 0.022909844971515915 10 TARGET 100 0.0005 0.1 75 3754 0.0 -41 0.022438911093957094 0.022816779374173195 10 TARGET 100 0.0005 0.1 75 3754 0.0 -42 0.022609260447498926 0.02293542930574128 10 TARGET 100 0.0005 0.1 75 3754 0.0 -43 0.02237899676717893 0.022736583469492016 10 TARGET 100 0.0005 0.1 75 3754 0.0 -44 0.02245349149135026 0.02283087293758537 10 TARGET 100 0.0005 0.1 75 3754 0.0 -45 0.022494783719079665 0.022629522916042442 10 TARGET 100 0.0005 0.1 75 3754 0.0 -46 0.022264092934854103 0.022677744766979507 10 TARGET 100 0.0005 0.1 75 3754 0.0 -47 0.022697731074861404 0.02269689857282422 10 TARGET 100 0.0005 0.1 75 3754 0.0 -48 0.022403536577668255 0.02273097854446281 10 TARGET 100 0.0005 0.1 75 3754 0.0 -49 0.0225213828938778 0.022780153448834564 10 TARGET 100 0.0005 0.1 75 3754 0.0 -50 0.022462884114697726 0.022812015010100422 10 TARGET 100 0.0005 0.1 75 3754 0.0 -51 0.02229592015320805 0.02272246162773985 10 TARGET 100 0.0005 0.1 75 3754 0.0 -52 0.022140885098062783 0.022731293895930954 10 TARGET 100 0.0005 0.1 75 3754 0.0 -53 0.022130754139738452 0.022592806172641842 10 TARGET 100 0.0005 0.1 75 3754 0.0 -54 0.022234724125878177 0.02266463501886888 10 TARGET 100 0.0005 0.1 75 3754 0.0 -55 0.021889239160801828 0.022688370875336906 10 TARGET 100 0.0005 0.1 75 3754 0.0 -56 0.02196861890078795 0.0225330407195019 10 TARGET 100 0.0005 0.1 75 3754 0.0 -57 0.022130221881047643 0.022574369315848206 10 TARGET 100 0.0005 0.1 75 3754 0.0 -58 0.021884028376503425 0.022620572793212803 10 TARGET 100 0.0005 0.1 75 3754 0.0 -59 0.022066234689368944 0.02255748376024492 10 TARGET 100 0.0005 0.1 75 3754 0.0 -60 0.02170183840098004 0.022548493110772335 10 TARGET 100 0.0005 0.1 75 3754 0.0 -61 0.021801687162432207 0.022444693992535274 10 TARGET 100 0.0005 0.1 75 3754 0.0 -62 0.02211438326999194 0.022572918766827293 10 TARGET 100 0.0005 0.1 75 3754 0.0 -63 0.02188839988550955 0.022585635779030395 10 TARGET 100 0.0005 0.1 75 3754 0.0 -64 0.021901085884984496 0.02247681976719336 10 TARGET 100 0.0005 0.1 75 3754 0.0 -65 0.02198263285336671 0.022471329761725483 10 TARGET 100 0.0005 0.1 75 3754 0.0 -66 0.02173546016818345 0.02258883879491777 10 TARGET 100 0.0005 0.1 75 3754 0.0 -67 0.021750973155000797 0.02258289927108721 10 TARGET 100 0.0005 0.1 75 3754 0.0 -68 0.02198633057400835 0.022494704434365936 10 TARGET 100 0.0005 0.1 75 3754 0.0 -69 0.02187560351960587 0.022486914175026344 10 TARGET 100 0.0005 0.1 75 3754 0.0 -70 0.021826691549233716 0.022571851471156784 10 TARGET 100 0.0005 0.1 75 3754 0.0 -71 0.02178807899054855 0.022469732176625366 10 TARGET 100 0.0005 0.1 75 3754 0.0 -72 0.02183565276640433 0.022552949799732727 10 TARGET 100 0.0005 0.1 75 3754 0.0 -73 0.021988059209051357 0.022517970791368774 10 TARGET 100 0.0005 0.1 75 3754 0.0 -74 0.021602393450961772 0.022467665487166607 10 TARGET 100 0.0005 0.1 75 3754 0.0 -75 0.02160404708474774 0.022439831698482685 10 TARGET 100 0.0005 0.1 75 3754 0.0 -76 0.021617920348038177 0.02241157740354538 10 TARGET 100 0.0005 0.1 75 3754 0.0 -77 0.021813802471265246 0.022472322720921402 10 TARGET 100 0.0005 0.1 75 3754 0.0 -78 0.02177450457832428 0.022474624555219303 10 TARGET 100 0.0005 0.1 75 3754 0.0 -79 0.021685250072116 0.022374166119279282 10 TARGET 100 0.0005 0.1 75 3754 0.0 -80 0.021978735553746673 0.02243329714419264 10 TARGET 100 0.0005 0.1 75 3754 0.0 -81 0.021593375407435274 0.022483096486239723 10 TARGET 100 0.0005 0.1 75 3754 0.0 -82 0.021567349902256974 0.022494726616776352 10 TARGET 100 0.0005 0.1 75 3754 0.0 -83 0.021564090944299796 0.022369577577619842 10 TARGET 100 0.0005 0.1 75 3754 0.0 -84 0.021540612929346985 0.02236845502347657 10 TARGET 100 0.0005 0.1 75 3754 0.0 -85 0.021635031979844628 0.022472362796014004 10 TARGET 100 0.0005 0.1 75 3754 0.0 -86 0.02146140631501522 0.022294259093927616 10 TARGET 100 0.0005 0.1 75 3754 0.0 -87 0.021621249691404477 0.02238493265979218 10 TARGET 100 0.0005 0.1 75 3754 0.0 -88 0.02141455074878855 0.02240456635075988 10 TARGET 100 0.0005 0.1 75 3754 0.0 -89 0.021462430707131972 0.02236798524179242 10 TARGET 100 0.0005 0.1 75 3754 0.0 -90 0.021392866348226864 0.022503955628384243 10 TARGET 100 0.0005 0.1 75 3754 0.0 -91 0.02159286442178267 0.02243128814028971 10 TARGET 100 0.0005 0.1 75 3754 0.0 -92 0.02160229384021125 0.022386935793540695 10 TARGET 100 0.0005 0.1 75 3754 0.0 -93 0.021584888418465353 0.022419249300252308 10 TARGET 100 0.0005 0.1 75 3754 0.0 -94 0.02164276489229114 0.022532553553129688 10 TARGET 100 0.0005 0.1 75 3754 0.0 -95 0.021458151270494316 0.02234643353431514 10 TARGET 100 0.0005 0.1 75 3754 0.0 -96 0.021595683231046707 0.0223484883141337 10 TARGET 100 0.0005 0.1 75 3754 0.0 -97 0.021602458768972644 0.022560402807412727 10 TARGET 100 0.0005 0.1 75 3754 0.0 -98 0.021611257547180258 0.022339881877555992 10 TARGET 100 0.0005 0.1 75 3754 0.0 -99 0.021518218729281266 0.022423470844373558 10 TARGET 100 0.0005 0.1 75 3754 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.0005lr_10bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.0005lr_10bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 7a8ed96db..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.0005lr_10bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.06828763904144065 0.04329740820509015 10 TARGET 100 0.0005 0.5 75 1353 0.0 -1 0.04888241861003015 0.03879476428935022 10 TARGET 100 0.0005 0.5 75 1353 0.0 -2 0.04430025324275598 0.0350297542684006 10 TARGET 100 0.0005 0.5 75 1353 0.0 -3 0.04151394194374582 0.03389575016317946 10 TARGET 100 0.0005 0.5 75 1353 0.0 -4 0.040157539437615915 0.03239417008378289 10 TARGET 100 0.0005 0.5 75 1353 0.0 -5 0.038877521249581666 0.032743744890798225 10 TARGET 100 0.0005 0.5 75 1353 0.0 -6 0.037892626341344535 0.0314899068325758 10 TARGET 100 0.0005 0.5 75 1353 0.0 -7 0.037314047541481876 0.030690990388393402 10 TARGET 100 0.0005 0.5 75 1353 0.0 -8 0.03660810858588227 0.030211799241828197 10 TARGET 100 0.0005 0.5 75 1353 0.0 -9 0.03579434431988984 0.03008291074498133 10 TARGET 100 0.0005 0.5 75 1353 0.0 -10 0.0352724789005237 0.02951502653233933 10 TARGET 100 0.0005 0.5 75 1353 0.0 -11 0.03471697791658267 0.029924777138865356 10 TARGET 100 0.0005 0.5 75 1353 0.0 -12 0.034385652497711805 0.029423919929699463 10 TARGET 100 0.0005 0.5 75 1353 0.0 -13 0.03414154540032449 0.02900234429222165 10 TARGET 100 0.0005 0.5 75 1353 0.0 -14 0.03388454961380372 0.02890345115553249 10 TARGET 100 0.0005 0.5 75 1353 0.0 -15 0.034052550999654665 0.029285603964870625 10 TARGET 100 0.0005 0.5 75 1353 0.0 -16 0.033527574561511224 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0.0263833777245247 10 TARGET 100 0.0005 0.5 75 1353 0.0 -89 0.03013987651703133 0.026542350536946095 10 TARGET 100 0.0005 0.5 75 1353 0.0 -90 0.02977212971258244 0.02711636454544284 10 TARGET 100 0.0005 0.5 75 1353 0.0 -91 0.030204900744236277 0.026919150160569134 10 TARGET 100 0.0005 0.5 75 1353 0.0 -92 0.03008955973592471 0.02661205997521227 10 TARGET 100 0.0005 0.5 75 1353 0.0 -93 0.030321253977891573 0.027381762297767582 10 TARGET 100 0.0005 0.5 75 1353 0.0 -94 0.029598315650917063 0.0266433498173049 10 TARGET 100 0.0005 0.5 75 1353 0.0 -95 0.029717896121118206 0.026383926979068554 10 TARGET 100 0.0005 0.5 75 1353 0.0 -96 0.029768805154395426 0.026330103589729828 10 TARGET 100 0.0005 0.5 75 1353 0.0 -97 0.02957392435031708 0.026437249824856266 10 TARGET 100 0.0005 0.5 75 1353 0.0 -98 0.02999408402627566 0.026527395810593258 10 TARGET 100 0.0005 0.5 75 1353 0.0 -99 0.029916153261155792 0.026323155810435612 10 TARGET 100 0.0005 0.5 75 1353 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.0005lr_10bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.0005lr_10bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index a4fda0f76..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.0005lr_10bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.05571712740392797 0.04031289436600425 10 TARGET 100 0.0005 0.0 75 1333 0.0 -1 0.03704091460641586 0.03481889544337085 10 TARGET 100 0.0005 0.0 75 1333 0.0 -2 0.0332221486401879 0.03231224936969353 10 TARGET 100 0.0005 0.0 75 1333 0.0 -3 0.03133085279753714 0.030955743157502377 10 TARGET 100 0.0005 0.0 75 1333 0.0 -4 0.030065305167276048 0.029898024361693497 10 TARGET 100 0.0005 0.0 75 1333 0.0 -5 0.02890955771535936 0.029049728347948105 10 TARGET 100 0.0005 0.0 75 1333 0.0 -6 0.027866353980118178 0.028325415244608215 10 TARGET 100 0.0005 0.0 75 1333 0.0 -7 0.026999654285986014 0.02761036812356024 10 TARGET 100 0.0005 0.0 75 1333 0.0 -8 0.026287974131227743 0.02714912085370584 10 TARGET 100 0.0005 0.0 75 1333 0.0 -9 0.0257260465072562 0.026769841089844704 10 TARGET 100 0.0005 0.0 75 1333 0.0 -10 0.02522478927466203 0.02628895804060228 10 TARGET 100 0.0005 0.0 75 1333 0.0 -11 0.024773192852233797 0.026033832381169002 10 TARGET 100 0.0005 0.0 75 1333 0.0 -12 0.024372443337281946 0.025784956799312073 10 TARGET 100 0.0005 0.0 75 1333 0.0 -13 0.02405194650946643 0.0254032558789759 10 TARGET 100 0.0005 0.0 75 1333 0.0 -14 0.023744040968442202 0.02531076375056397 10 TARGET 100 0.0005 0.0 75 1333 0.0 -15 0.023455149365545123 0.02510490573265336 10 TARGET 100 0.0005 0.0 75 1333 0.0 -16 0.02321561572051008 0.024936782252607925 10 TARGET 100 0.0005 0.0 75 1333 0.0 -17 0.02298274387915929 0.02469662097141598 10 TARGET 100 0.0005 0.0 75 1333 0.0 -18 0.022788574059904625 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0.023708562564217682 10 TARGET 100 0.0005 0.0 75 1333 0.0 -31 0.020951670390688612 0.023615288011955494 10 TARGET 100 0.0005 0.0 75 1333 0.0 -32 0.02085009428612913 0.02355261581639449 10 TARGET 100 0.0005 0.0 75 1333 0.0 -33 0.020755023529332898 0.02350018156523054 10 TARGET 100 0.0005 0.0 75 1333 0.0 -34 0.020631553711814913 0.023415014937971577 10 TARGET 100 0.0005 0.0 75 1333 0.0 -35 0.02055975841828669 0.02341667145039096 10 TARGET 100 0.0005 0.0 75 1333 0.0 -36 0.020460556170304216 0.023384999878930324 10 TARGET 100 0.0005 0.0 75 1333 0.0 -37 0.020378491537087293 0.02331839744566065 10 TARGET 100 0.0005 0.0 75 1333 0.0 -38 0.02031046388551643 0.023340373554012993 10 TARGET 100 0.0005 0.0 75 1333 0.0 -39 0.020242840823049498 0.023287605663592167 10 TARGET 100 0.0005 0.0 75 1333 0.0 -40 0.020190035159188487 0.023275892730012085 10 TARGET 100 0.0005 0.0 75 1333 0.0 -41 0.02009541136196968 0.02323349994240385 10 TARGET 100 0.0005 0.0 75 1333 0.0 -42 0.02007340968457938 0.023253631298289154 10 TARGET 100 0.0005 0.0 75 1333 0.0 -43 0.0200109299498074 0.023190205803874767 10 TARGET 100 0.0005 0.0 75 1333 0.0 -44 0.019928056872151916 0.023251774749069504 10 TARGET 100 0.0005 0.0 75 1333 0.0 -45 0.019903161321525222 0.02315607779856884 10 TARGET 100 0.0005 0.0 75 1333 0.0 -46 0.019849028789535515 0.023135947515115593 10 TARGET 100 0.0005 0.0 75 1333 0.0 -47 0.019792734943204857 0.02307100881907073 10 TARGET 100 0.0005 0.0 75 1333 0.0 -48 0.01974373406131661 0.023105314283659965 10 TARGET 100 0.0005 0.0 75 1333 0.0 -49 0.01972127510767794 0.02312907666871042 10 TARGET 100 0.0005 0.0 75 1333 0.0 -50 0.01967268146148033 0.023051314902576534 10 TARGET 100 0.0005 0.0 75 1333 0.0 -51 0.01960636920574739 0.023013259255976387 10 TARGET 100 0.0005 0.0 75 1333 0.0 -52 0.019536286253820766 0.023007951055963833 10 TARGET 100 0.0005 0.0 75 1333 0.0 -53 0.019510081376541744 0.022929670571377785 10 TARGET 100 0.0005 0.0 75 1333 0.0 -54 0.019484072309050096 0.022948757378440914 10 TARGET 100 0.0005 0.0 75 1333 0.0 -55 0.019432731317701162 0.02290166795931079 10 TARGET 100 0.0005 0.0 75 1333 0.0 -56 0.01940254597400977 0.02290185856999773 10 TARGET 100 0.0005 0.0 75 1333 0.0 -57 0.019364918252885943 0.022901205628207237 10 TARGET 100 0.0005 0.0 75 1333 0.0 -58 0.019332216024047597 0.022789772938598286 10 TARGET 100 0.0005 0.0 75 1333 0.0 -59 0.01931064791651286 0.02282594996645595 10 TARGET 100 0.0005 0.0 75 1333 0.0 -60 0.019266527741896584 0.0228258923937877 10 TARGET 100 0.0005 0.0 75 1333 0.0 -61 0.019238818091926752 0.02276876676037456 10 TARGET 100 0.0005 0.0 75 1333 0.0 -62 0.01923424655866342 0.022743915292349728 10 TARGET 100 0.0005 0.0 75 1333 0.0 -63 0.019197156972656348 0.022800874360131496 10 TARGET 100 0.0005 0.0 75 1333 0.0 -64 0.01917519672500967 0.022749050830801327 10 TARGET 100 0.0005 0.0 75 1333 0.0 -65 0.019152851587142607 0.02277417503523104 10 TARGET 100 0.0005 0.0 75 1333 0.0 -66 0.019128126101662413 0.022738663592573368 10 TARGET 100 0.0005 0.0 75 1333 0.0 -67 0.01910043305243908 0.02272520547337604 10 TARGET 100 0.0005 0.0 75 1333 0.0 -68 0.019084924650111985 0.02278312696426204 10 TARGET 100 0.0005 0.0 75 1333 0.0 -69 0.019056846114872683 0.02270900717738903 10 TARGET 100 0.0005 0.0 75 1333 0.0 -70 0.019060222231328288 0.02270057221705263 10 TARGET 100 0.0005 0.0 75 1333 0.0 -71 0.019034574366478808 0.02269294671714306 10 TARGET 100 0.0005 0.0 75 1333 0.0 -72 0.018998571869098778 0.02262621107652332 10 TARGET 100 0.0005 0.0 75 1333 0.0 -73 0.018978123625219872 0.022660607415618317 10 TARGET 100 0.0005 0.0 75 1333 0.0 -74 0.018957325966044106 0.022594074916207428 10 TARGET 100 0.0005 0.0 75 1333 0.0 -75 0.018925335408762248 0.02263296197986964 10 TARGET 100 0.0005 0.0 75 1333 0.0 -76 0.018910678216453754 0.022545093952706367 10 TARGET 100 0.0005 0.0 75 1333 0.0 -77 0.018885406132423718 0.022592528130520474 10 TARGET 100 0.0005 0.0 75 1333 0.0 -78 0.018875709374243963 0.022555835883725773 10 TARGET 100 0.0005 0.0 75 1333 0.0 -79 0.018859877683824362 0.02254719975771326 10 TARGET 100 0.0005 0.0 75 1333 0.0 -80 0.01884146025310261 0.02254371124912392 10 TARGET 100 0.0005 0.0 75 1333 0.0 -81 0.018818158148364586 0.022542249750007282 10 TARGET 100 0.0005 0.0 75 1333 0.0 -82 0.01880681124964246 0.022584932545820873 10 TARGET 100 0.0005 0.0 75 1333 0.0 -83 0.01877489639289351 0.022540963395978466 10 TARGET 100 0.0005 0.0 75 1333 0.0 -84 0.018748054318506308 0.02256531257069472 10 TARGET 100 0.0005 0.0 75 1333 0.0 -85 0.018746318524508965 0.022574576803229073 10 TARGET 100 0.0005 0.0 75 1333 0.0 -86 0.018740231127349617 0.022510439665480095 10 TARGET 100 0.0005 0.0 75 1333 0.0 -87 0.018727179014622564 0.022538856349208138 10 TARGET 100 0.0005 0.0 75 1333 0.0 -88 0.01870095475830815 0.022511701748678177 10 TARGET 100 0.0005 0.0 75 1333 0.0 -89 0.01866333206695338 0.022525465793230316 10 TARGET 100 0.0005 0.0 75 1333 0.0 -90 0.018683842662408294 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.0005lr_25bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index dd4127e0b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.0005lr_25bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07212122707229471 0.04723438914075042 25 TARGET 100 0.0005 0.1 75 5902 0.0 -1 0.04526788839813234 0.04104520696582216 25 TARGET 100 0.0005 0.1 75 5902 0.0 -2 0.04123581459225228 0.03761542272387129 25 TARGET 100 0.0005 0.1 75 5902 0.0 -3 0.038120049939362285 0.03508094359527935 25 TARGET 100 0.0005 0.1 75 5902 0.0 -4 0.03602618209214925 0.03400328868266308 25 TARGET 100 0.0005 0.1 75 5902 0.0 -5 0.03464497297513063 0.03279286843131889 25 TARGET 100 0.0005 0.1 75 5902 0.0 -6 0.03364447544106229 0.031953629049839394 25 TARGET 100 0.0005 0.1 75 5902 0.0 -7 0.03274393886616234 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--- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.0005lr_25bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.08277862705917471 0.05937573082293525 25 TARGET 100 0.0005 0.5 75 8175 0.0 -1 0.058454747390165075 0.04477643024063471 25 TARGET 100 0.0005 0.5 75 8175 0.0 -2 0.05039483577840858 0.041865110905333 25 TARGET 100 0.0005 0.5 75 8175 0.0 -3 0.04758448358186166 0.039910788450277214 25 TARGET 100 0.0005 0.5 75 8175 0.0 -4 0.04520744627172297 0.037706882721095375 25 TARGET 100 0.0005 0.5 75 8175 0.0 -5 0.04258339178532061 0.035653300188256035 25 TARGET 100 0.0005 0.5 75 8175 0.0 -6 0.041144132018340156 0.03459986135589354 25 TARGET 100 0.0005 0.5 75 8175 0.0 -7 0.039480612070773184 0.033868341904246445 25 TARGET 100 0.0005 0.5 75 8175 0.0 -8 0.03909003322548939 0.033238103556813614 25 TARGET 100 0.0005 0.5 75 8175 0.0 -9 0.03799234252259988 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0.028774542260526205 0.02634387720150478 25 TARGET 100 0.0005 0.5 75 8175 0.0 -95 0.029007018600223644 0.026162594077036236 25 TARGET 100 0.0005 0.5 75 8175 0.0 -96 0.028606879860413596 0.026260803171405285 25 TARGET 100 0.0005 0.5 75 8175 0.0 -97 0.028546593380897534 0.026155866343866695 25 TARGET 100 0.0005 0.5 75 8175 0.0 -98 0.028731245538125737 0.02619508651056976 25 TARGET 100 0.0005 0.5 75 8175 0.0 -99 0.028278158184278895 0.02620854801639463 25 TARGET 100 0.0005 0.5 75 8175 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.0005lr_25bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.0005lr_25bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index b53812ace..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.0005lr_25bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed 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0.02697142531236113 0.02875035594810139 25 TARGET 100 0.0005 0.0 75 4083 0.0 -13 0.026529941256299164 0.028333879132388218 25 TARGET 100 0.0005 0.0 75 4083 0.0 -14 0.02608875377473707 0.027966138060120018 25 TARGET 100 0.0005 0.0 75 4083 0.0 -15 0.025694447415896538 0.027715223305153126 25 TARGET 100 0.0005 0.0 75 4083 0.0 -16 0.025397170118686526 0.02744893447467775 25 TARGET 100 0.0005 0.0 75 4083 0.0 -17 0.025094133381565614 0.027186356400224296 25 TARGET 100 0.0005 0.0 75 4083 0.0 -18 0.02482212452776103 0.027031045717497666 25 TARGET 100 0.0005 0.0 75 4083 0.0 -19 0.024588778941117554 0.02680707276996338 25 TARGET 100 0.0005 0.0 75 4083 0.0 -20 0.024357784796593968 0.02669397589157928 25 TARGET 100 0.0005 0.0 75 4083 0.0 -21 0.024192971089597705 0.02650178669754303 25 TARGET 100 0.0005 0.0 75 4083 0.0 -22 0.023969591228347836 0.026339025152000515 25 TARGET 100 0.0005 0.0 75 4083 0.0 -23 0.02380840072991571 0.026208415599257656 25 TARGET 100 0.0005 0.0 75 4083 0.0 -24 0.023640322244980118 0.026010217737745155 25 TARGET 100 0.0005 0.0 75 4083 0.0 -25 0.02346447766805538 0.02591012234827786 25 TARGET 100 0.0005 0.0 75 4083 0.0 -26 0.02330402856824374 0.025861704044721344 25 TARGET 100 0.0005 0.0 75 4083 0.0 -27 0.023194034169945452 0.025728205190689274 25 TARGET 100 0.0005 0.0 75 4083 0.0 -28 0.023041956007530794 0.025625511749901554 25 TARGET 100 0.0005 0.0 75 4083 0.0 -29 0.022912690140031004 0.02557071600335114 25 TARGET 100 0.0005 0.0 75 4083 0.0 -30 0.022782593739755226 0.025427606493008858 25 TARGET 100 0.0005 0.0 75 4083 0.0 -31 0.022672675026311016 0.025338605215603657 25 TARGET 100 0.0005 0.0 75 4083 0.0 -32 0.022594839328216383 0.025275770292589157 25 TARGET 100 0.0005 0.0 75 4083 0.0 -33 0.02245524451324735 0.025228791616179726 25 TARGET 100 0.0005 0.0 75 4083 0.0 -34 0.022340813946442974 0.025135776225590344 25 TARGET 100 0.0005 0.0 75 4083 0.0 -35 0.022260594282060963 0.025077512515991024 25 TARGET 100 0.0005 0.0 75 4083 0.0 -36 0.02217644385629732 0.025007190662577297 25 TARGET 100 0.0005 0.0 75 4083 0.0 -37 0.02205782222188382 0.02493215682493015 25 TARGET 100 0.0005 0.0 75 4083 0.0 -38 0.021991103040901096 0.024873972898631386 25 TARGET 100 0.0005 0.0 75 4083 0.0 -39 0.021895890760702717 0.024812411262907764 25 TARGET 100 0.0005 0.0 75 4083 0.0 -40 0.02182157517031387 0.024724007132604267 25 TARGET 100 0.0005 0.0 75 4083 0.0 -41 0.0217172472772223 0.024693905940335808 25 TARGET 100 0.0005 0.0 75 4083 0.0 -42 0.021641587365029837 0.02465870939759594 25 TARGET 100 0.0005 0.0 75 4083 0.0 -43 0.02157305397080753 0.024568095633929424 25 TARGET 100 0.0005 0.0 75 4083 0.0 -44 0.02149273997944112 0.02453452278154366 25 TARGET 100 0.0005 0.0 75 4083 0.0 -45 0.021402471513810382 0.02450951270646218 25 TARGET 100 0.0005 0.0 75 4083 0.0 -46 0.021329990073862902 0.024484863674098797 25 TARGET 100 0.0005 0.0 75 4083 0.0 -47 0.021256411093779484 0.024444019026828533 25 TARGET 100 0.0005 0.0 75 4083 0.0 -48 0.021182590415105475 0.024370456904624447 25 TARGET 100 0.0005 0.0 75 4083 0.0 -49 0.021127625628804117 0.024399990695669796 25 TARGET 100 0.0005 0.0 75 4083 0.0 -50 0.021074431985992976 0.02428869375338157 25 TARGET 100 0.0005 0.0 75 4083 0.0 -51 0.020997742071797953 0.02420733646122795 25 TARGET 100 0.0005 0.0 75 4083 0.0 -52 0.02090743421780742 0.024225231401170746 25 TARGET 100 0.0005 0.0 75 4083 0.0 -53 0.020837319854910327 0.024131810095048313 25 TARGET 100 0.0005 0.0 75 4083 0.0 -54 0.020773333908130825 0.024079921401359818 25 TARGET 100 0.0005 0.0 75 4083 0.0 -55 0.020695791002801976 0.024085415499002644 25 TARGET 100 0.0005 0.0 75 4083 0.0 -56 0.020651267120232086 0.024119271614560574 25 TARGET 100 0.0005 0.0 75 4083 0.0 -57 0.020579660486944196 0.02398900447808432 25 TARGET 100 0.0005 0.0 75 4083 0.0 -58 0.020532481955608937 0.023955425501547077 25 TARGET 100 0.0005 0.0 75 4083 0.0 -59 0.020487714035166835 0.02399816335828015 25 TARGET 100 0.0005 0.0 75 4083 0.0 -60 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0.019868970531907545 0.02364697152127822 25 TARGET 100 0.0005 0.0 75 4083 0.0 -73 0.019840626999334456 0.02361526142692927 25 TARGET 100 0.0005 0.0 75 4083 0.0 -74 0.01979825908775984 0.023604294482731457 25 TARGET 100 0.0005 0.0 75 4083 0.0 -75 0.019761866842857516 0.0235240404973879 25 TARGET 100 0.0005 0.0 75 4083 0.0 -76 0.019714440651840033 0.023540150543505497 25 TARGET 100 0.0005 0.0 75 4083 0.0 -77 0.01968324840420023 0.0234924058119456 25 TARGET 100 0.0005 0.0 75 4083 0.0 -78 0.019651388282251075 0.023457382664535984 25 TARGET 100 0.0005 0.0 75 4083 0.0 -79 0.01961671068687431 0.02345439407861594 25 TARGET 100 0.0005 0.0 75 4083 0.0 -80 0.01957583854520562 0.023419984249454556 25 TARGET 100 0.0005 0.0 75 4083 0.0 -81 0.019538976562519867 0.02340472207376451 25 TARGET 100 0.0005 0.0 75 4083 0.0 -82 0.019514021999908215 0.023477408555195187 25 TARGET 100 0.0005 0.0 75 4083 0.0 -83 0.019496606587611064 0.02337893265101946 25 TARGET 100 0.0005 0.0 75 4083 0.0 -84 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0.02973643509727536 50 TARGET 100 0.0005 0.1 75 2143 0.0 -15 0.03111790609781188 0.029276196252215992 50 TARGET 100 0.0005 0.1 75 2143 0.0 -16 0.03057044159357596 0.028799803814653194 50 TARGET 100 0.0005 0.1 75 2143 0.0 -17 0.029988399578214496 0.028390534899451515 50 TARGET 100 0.0005 0.1 75 2143 0.0 -18 0.02950187354201219 0.027936114619175594 50 TARGET 100 0.0005 0.1 75 2143 0.0 -19 0.029062397351570003 0.02761725014583631 50 TARGET 100 0.0005 0.1 75 2143 0.0 -20 0.028665074758758447 0.027311292787392933 50 TARGET 100 0.0005 0.1 75 2143 0.0 -21 0.028253521036469574 0.026973718438636173 50 TARGET 100 0.0005 0.1 75 2143 0.0 -22 0.028037208279826826 0.026691896050716892 50 TARGET 100 0.0005 0.1 75 2143 0.0 -23 0.027657899986764396 0.02651639175460194 50 TARGET 100 0.0005 0.1 75 2143 0.0 -24 0.02739316928090672 0.02636689879000187 50 TARGET 100 0.0005 0.1 75 2143 0.0 -25 0.027201024351346775 0.026181491486953968 50 TARGET 100 0.0005 0.1 75 2143 0.0 -26 0.026817247685458925 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0.024765013632449238 50 TARGET 100 0.0005 0.1 75 2143 0.0 -39 0.025112555710354235 0.02471140839836814 50 TARGET 100 0.0005 0.1 75 2143 0.0 -40 0.02498693889013244 0.024629257450049572 50 TARGET 100 0.0005 0.1 75 2143 0.0 -41 0.024846287199644126 0.024637996021545296 50 TARGET 100 0.0005 0.1 75 2143 0.0 -42 0.024795463283605847 0.02458750417060924 50 TARGET 100 0.0005 0.1 75 2143 0.0 -43 0.024629471070989215 0.024474655588467915 50 TARGET 100 0.0005 0.1 75 2143 0.0 -44 0.0246450208779738 0.024483750546068855 50 TARGET 100 0.0005 0.1 75 2143 0.0 -45 0.024649482508901796 0.024389635150631268 50 TARGET 100 0.0005 0.1 75 2143 0.0 -46 0.024370687226655106 0.02435410220288869 50 TARGET 100 0.0005 0.1 75 2143 0.0 -47 0.0244840899112349 0.024353814565322617 50 TARGET 100 0.0005 0.1 75 2143 0.0 -48 0.02450045875527642 0.024261163716966457 50 TARGET 100 0.0005 0.1 75 2143 0.0 -49 0.02428582959153034 0.024194623766974968 50 TARGET 100 0.0005 0.1 75 2143 0.0 -50 0.024173969528339927 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0.023030105808919125 50 TARGET 100 0.0005 0.1 75 2143 0.0 -99 0.021935176725188892 0.023003223831906464 50 TARGET 100 0.0005 0.1 75 2143 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.0005lr_50bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.0005lr_50bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index edd02cdcd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.0005lr_50bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.09188394190787466 0.07577932332501267 50 TARGET 100 0.0005 0.5 75 838 0.0 -1 0.07280772487924557 0.05405803453741652 50 TARGET 100 0.0005 0.5 75 838 0.0 -2 0.05881913608372814 0.045500225754398285 50 TARGET 100 0.0005 0.5 75 838 0.0 -3 0.05263842646070201 0.04303722930225459 50 TARGET 100 0.0005 0.5 75 838 0.0 -4 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0.03225286445433042 0.02857405043235331 50 TARGET 100 0.0005 0.5 75 838 0.0 -42 0.03158348572976662 0.028688277428348858 50 TARGET 100 0.0005 0.5 75 838 0.0 -43 0.031491928837365575 0.02841883141434554 50 TARGET 100 0.0005 0.5 75 838 0.0 -44 0.031238011589355342 0.028356331146576187 50 TARGET 100 0.0005 0.5 75 838 0.0 -45 0.03127318112060478 0.028088104318488728 50 TARGET 100 0.0005 0.5 75 838 0.0 -46 0.031072232119663798 0.028222839376240066 50 TARGET 100 0.0005 0.5 75 838 0.0 -47 0.030754392352017892 0.028228984863469093 50 TARGET 100 0.0005 0.5 75 838 0.0 -48 0.030806223708220604 0.028082594388362133 50 TARGET 100 0.0005 0.5 75 838 0.0 -49 0.03103300586643845 0.028066687285900116 50 TARGET 100 0.0005 0.5 75 838 0.0 -50 0.030818263846465233 0.02803421054374088 50 TARGET 100 0.0005 0.5 75 838 0.0 -51 0.030689922866947723 0.027986385887770943 50 TARGET 100 0.0005 0.5 75 838 0.0 -52 0.030252111091055855 0.027887689739917263 50 TARGET 100 0.0005 0.5 75 838 0.0 -53 0.030107264692333813 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0.020473132587291977 0.02218789579064557 50 TARGET 100 0.0005 0.0 75 9651 0.0 -93 0.0204120073843785 0.022192330974521057 50 TARGET 100 0.0005 0.0 75 9651 0.0 -94 0.020379441398311944 0.02216941485125007 50 TARGET 100 0.0005 0.0 75 9651 0.0 -95 0.020337649398430028 0.022139593225085373 50 TARGET 100 0.0005 0.0 75 9651 0.0 -96 0.020307691184559253 0.02214595472270792 50 TARGET 100 0.0005 0.0 75 9651 0.0 -97 0.020286013933544608 0.022082143660747643 50 TARGET 100 0.0005 0.0 75 9651 0.0 -98 0.020245169762910818 0.022104004793094868 50 TARGET 100 0.0005 0.0 75 9651 0.0 -99 0.02022183877149415 0.02206825724605358 50 TARGET 100 0.0005 0.0 75 9651 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_10bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_10bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 64fac8da6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_10bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.05061911267262918 0.038870114494453774 10 TARGET 100 0.001 0.1 75 8755 0.0 -1 0.03575441157225808 0.03551954228543874 10 TARGET 100 0.001 0.1 75 8755 0.0 -2 0.03232166043761804 0.03198115476830439 10 TARGET 100 0.001 0.1 75 8755 0.0 -3 0.030006039737149923 0.030079657381231136 10 TARGET 100 0.001 0.1 75 8755 0.0 -4 0.028777287865327263 0.028992265237100197 10 TARGET 100 0.001 0.1 75 8755 0.0 -5 0.02793069023275215 0.028440942987799644 10 TARGET 100 0.001 0.1 75 8755 0.0 -6 0.027049051321766996 0.027497236193581062 10 TARGET 100 0.001 0.1 75 8755 0.0 -7 0.026719964589133408 0.026974236649094208 10 TARGET 100 0.001 0.1 75 8755 0.0 -8 0.025984077861764616 0.026605794940030937 10 TARGET 100 0.001 0.1 75 8755 0.0 -9 0.0255134328635353 0.026272240179506214 10 TARGET 100 0.001 0.1 75 8755 0.0 -10 0.025369092715458837 0.02625920284878124 10 TARGET 100 0.001 0.1 75 8755 0.0 -11 0.025034954658511913 0.025708271472743065 10 TARGET 100 0.001 0.1 75 8755 0.0 -12 0.024989346719600937 0.02572188340127468 10 TARGET 100 0.001 0.1 75 8755 0.0 -13 0.02445548342584761 0.025313238415754204 10 TARGET 100 0.001 0.1 75 8755 0.0 -14 0.024223612427009076 0.025185657100695553 10 TARGET 100 0.001 0.1 75 8755 0.0 -15 0.02419742114641249 0.02526455812833526 10 TARGET 100 0.001 0.1 75 8755 0.0 -16 0.024403286483201517 0.02497914642321341 10 TARGET 100 0.001 0.1 75 8755 0.0 -17 0.02410371316226845 0.025011034061511356 10 TARGET 100 0.001 0.1 75 8755 0.0 -18 0.02391230007037771 0.024721010108337257 10 TARGET 100 0.001 0.1 75 8755 0.0 -19 0.023609381187895333 0.024642478335987438 10 TARGET 100 0.001 0.1 75 8755 0.0 -20 0.02342206478645705 0.024526448863925354 10 TARGET 100 0.001 0.1 75 8755 0.0 -21 0.02317216368360752 0.024612950725537357 10 TARGET 100 0.001 0.1 75 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0.022695089461476314 0.02425925834386638 10 TARGET 100 0.001 0.1 75 8755 0.0 -35 0.022677320171686936 0.024694990084478348 10 TARGET 100 0.001 0.1 75 8755 0.0 -36 0.022551960277336615 0.024138686670498413 10 TARGET 100 0.001 0.1 75 8755 0.0 -37 0.02260433100414798 0.024290281940590252 10 TARGET 100 0.001 0.1 75 8755 0.0 -38 0.022773133170624776 0.024195758908083946 10 TARGET 100 0.001 0.1 75 8755 0.0 -39 0.0228087890529472 0.024305116215890103 10 TARGET 100 0.001 0.1 75 8755 0.0 -40 0.02271470858994558 0.02435321818021211 10 TARGET 100 0.001 0.1 75 8755 0.0 -41 0.022703955119306393 0.024535528186595802 10 TARGET 100 0.001 0.1 75 8755 0.0 -42 0.022475008912359425 0.024276462411790184 10 TARGET 100 0.001 0.1 75 8755 0.0 -43 0.022478705002402618 0.024245737007621563 10 TARGET 100 0.001 0.1 75 8755 0.0 -44 0.022548662072129123 0.02446333369748159 10 TARGET 100 0.001 0.1 75 8755 0.0 -45 0.02237437567626587 0.024520680929223698 10 TARGET 100 0.001 0.1 75 8755 0.0 -46 0.02263103888969028 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0.02223176479038566 0.024501528252254833 10 TARGET 100 0.001 0.1 75 8755 0.0 -84 0.021961821882863237 0.024154441261833363 10 TARGET 100 0.001 0.1 75 8755 0.0 -85 0.021936109377328393 0.02438778198803916 10 TARGET 100 0.001 0.1 75 8755 0.0 -86 0.022092927002696074 0.024103387456500168 10 TARGET 100 0.001 0.1 75 8755 0.0 -87 0.02197922610674643 0.02440014188036774 10 TARGET 100 0.001 0.1 75 8755 0.0 -88 0.022015596554937587 0.02429562784505613 10 TARGET 100 0.001 0.1 75 8755 0.0 -89 0.022289767441173596 0.024360749418988373 10 TARGET 100 0.001 0.1 75 8755 0.0 -90 0.021836672279268804 0.02425259363019105 10 TARGET 100 0.001 0.1 75 8755 0.0 -91 0.02182736749500538 0.02427713872131073 10 TARGET 100 0.001 0.1 75 8755 0.0 -92 0.022233311187237603 0.024363622295133995 10 TARGET 100 0.001 0.1 75 8755 0.0 -93 0.02189760424372323 0.024570803299094692 10 TARGET 100 0.001 0.1 75 8755 0.0 -94 0.021950192649155754 0.024250771793903725 10 TARGET 100 0.001 0.1 75 8755 0.0 -95 0.021926631279264638 0.024126692082394253 10 TARGET 100 0.001 0.1 75 8755 0.0 -96 0.02175684324669517 0.024284649301658977 10 TARGET 100 0.001 0.1 75 8755 0.0 -97 0.02194344586620628 0.024245977458177193 10 TARGET 100 0.001 0.1 75 8755 0.0 -98 0.022213182239620773 0.02437897308757811 10 TARGET 100 0.001 0.1 75 8755 0.0 -99 0.021811554108053344 0.024513055259982746 10 TARGET 100 0.001 0.1 75 8755 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_10bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_10bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 70e8e3de7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_10bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.06296142597090114 0.04295558922670104 10 TARGET 100 0.001 0.5 75 3619 0.0 -1 0.04616708159195855 0.038071755997159264 10 TARGET 100 0.001 0.5 75 3619 0.0 -2 0.04270199452987825 0.03688017685304989 10 TARGET 100 0.001 0.5 75 3619 0.0 -3 0.04085805564366206 0.03524496846578338 10 TARGET 100 0.001 0.5 75 3619 0.0 -4 0.03927412205171906 0.03475915595437541 10 TARGET 100 0.001 0.5 75 3619 0.0 -5 0.03779241762528516 0.033858821134675636 10 TARGET 100 0.001 0.5 75 3619 0.0 -6 0.03820786084540765 0.033869185569611465 10 TARGET 100 0.001 0.5 75 3619 0.0 -7 0.03725006629521598 0.033390525841351715 10 TARGET 100 0.001 0.5 75 3619 0.0 -8 0.036275230028262044 0.03252223421904174 10 TARGET 100 0.001 0.5 75 3619 0.0 -9 0.03619597965117657 0.03228244642642411 10 TARGET 100 0.001 0.5 75 3619 0.0 -10 0.03552011399834044 0.03261152412177938 10 TARGET 100 0.001 0.5 75 3619 0.0 -11 0.03546971684127344 0.033000235530463135 10 TARGET 100 0.001 0.5 75 3619 0.0 -12 0.03559593791110748 0.03226070145540165 10 TARGET 100 0.001 0.5 75 3619 0.0 -13 0.03514010476744937 0.03176739461945765 10 TARGET 100 0.001 0.5 75 3619 0.0 -14 0.03528006583678 0.03209255330941894 10 TARGET 100 0.001 0.5 75 3619 0.0 -15 0.034698619134096984 0.03171055837336815 10 TARGET 100 0.001 0.5 75 3619 0.0 -16 0.03501312764555918 0.03162515846391519 10 TARGET 100 0.001 0.5 75 3619 0.0 -17 0.03454347331741643 0.03175226745731903 10 TARGET 100 0.001 0.5 75 3619 0.0 -18 0.0343786623291295 0.031471000532760765 10 TARGET 100 0.001 0.5 75 3619 0.0 -19 0.03483528774294388 0.031009140396208473 10 TARGET 100 0.001 0.5 75 3619 0.0 -20 0.03455113487236628 0.03159743310375647 10 TARGET 100 0.001 0.5 75 3619 0.0 -21 0.034481369009122305 0.031585512005470016 10 TARGET 100 0.001 0.5 75 3619 0.0 -22 0.034409559366327745 0.031216407533396374 10 TARGET 100 0.001 0.5 75 3619 0.0 -23 0.03388644624438751 0.03107241563724749 10 TARGET 100 0.001 0.5 75 3619 0.0 -24 0.034085322077376676 0.031074450210188374 10 TARGET 100 0.001 0.5 75 3619 0.0 -25 0.03363790731212306 0.03096461606522401 10 TARGET 100 0.001 0.5 75 3619 0.0 -26 0.03372155060295505 0.031242422251538796 10 TARGET 100 0.001 0.5 75 3619 0.0 -27 0.03381170399537191 0.03133306996614644 10 TARGET 100 0.001 0.5 75 3619 0.0 -28 0.033657262170756305 0.0311224361260732 10 TARGET 100 0.001 0.5 75 3619 0.0 -29 0.03440428667573214 0.031147380274805157 10 TARGET 100 0.001 0.5 75 3619 0.0 -30 0.0336579477935026 0.031406394177765556 10 TARGET 100 0.001 0.5 75 3619 0.0 -31 0.03425968513018154 0.031159019097685814 10 TARGET 100 0.001 0.5 75 3619 0.0 -32 0.03393341154988968 0.031031765777504806 10 TARGET 100 0.001 0.5 75 3619 0.0 -33 0.034190923289116784 0.030945601731990322 10 TARGET 100 0.001 0.5 75 3619 0.0 -34 0.03399203224138981 0.0306813841064771 10 TARGET 100 0.001 0.5 75 3619 0.0 -35 0.0340588219426196 0.030739765896490127 10 TARGET 100 0.001 0.5 75 3619 0.0 -36 0.034520510032221126 0.03120240422360825 10 TARGET 100 0.001 0.5 75 3619 0.0 -37 0.0333466998455099 0.030795267698439686 10 TARGET 100 0.001 0.5 75 3619 0.0 -38 0.03376672466470537 0.030918748767086952 10 TARGET 100 0.001 0.5 75 3619 0.0 -39 0.034086382825567266 0.0309820089376334 10 TARGET 100 0.001 0.5 75 3619 0.0 -40 0.033682758120274305 0.030893322306148933 10 TARGET 100 0.001 0.5 75 3619 0.0 -41 0.033371625631194723 0.030671351391709213 10 TARGET 100 0.001 0.5 75 3619 0.0 -42 0.033853732218796555 0.03109056113118475 10 TARGET 100 0.001 0.5 75 3619 0.0 -43 0.033711108476274745 0.030673568390987137 10 TARGET 100 0.001 0.5 75 3619 0.0 -44 0.03374665138321092 0.030375414048180435 10 TARGET 100 0.001 0.5 75 3619 0.0 -45 0.03381067797265671 0.03151075474240563 10 TARGET 100 0.001 0.5 75 3619 0.0 -46 0.03422703936395019 0.030802888626402073 10 TARGET 100 0.001 0.5 75 3619 0.0 -47 0.034369796840630795 0.03081335945788658 10 TARGET 100 0.001 0.5 75 3619 0.0 -48 0.03391389545015614 0.03170914169062267 10 TARGET 100 0.001 0.5 75 3619 0.0 -49 0.03440281737482909 0.03074381398883733 10 TARGET 100 0.001 0.5 75 3619 0.0 -50 0.03367104762004883 0.030790505197012062 10 TARGET 100 0.001 0.5 75 3619 0.0 -51 0.03375430248978764 0.030981265798662647 10 TARGET 100 0.001 0.5 75 3619 0.0 -52 0.03319346663300638 0.030830429810466187 10 TARGET 100 0.001 0.5 75 3619 0.0 -53 0.03401955526936737 0.030866821494066353 10 TARGET 100 0.001 0.5 75 3619 0.0 -54 0.033400284766097264 0.030760236140905006 10 TARGET 100 0.001 0.5 75 3619 0.0 -55 0.033824602894560254 0.030057706954804333 10 TARGET 100 0.001 0.5 75 3619 0.0 -56 0.033564149781509685 0.03022122033166163 10 TARGET 100 0.001 0.5 75 3619 0.0 -57 0.033934726495835114 0.03048394964725682 10 TARGET 100 0.001 0.5 75 3619 0.0 -58 0.033784553145218374 0.030967969616705723 10 TARGET 100 0.001 0.5 75 3619 0.0 -59 0.033339518978439196 0.03056271408091892 10 TARGET 100 0.001 0.5 75 3619 0.0 -60 0.033851227475336504 0.03086217481530074 10 TARGET 100 0.001 0.5 75 3619 0.0 -61 0.03361859172582626 0.030521677468310703 10 TARGET 100 0.001 0.5 75 3619 0.0 -62 0.03306209129165319 0.030826667944590252 10 TARGET 100 0.001 0.5 75 3619 0.0 -63 0.03403769961561418 0.030739541363083954 10 TARGET 100 0.001 0.5 75 3619 0.0 -64 0.033347698712489424 0.030891115297422264 10 TARGET 100 0.001 0.5 75 3619 0.0 -65 0.03373541908733772 0.030773336406458508 10 TARGET 100 0.001 0.5 75 3619 0.0 -66 0.03403470056250641 0.030769800372195965 10 TARGET 100 0.001 0.5 75 3619 0.0 -67 0.03349025772652441 0.030779779916911415 10 TARGET 100 0.001 0.5 75 3619 0.0 -68 0.033879201614646 0.030637063198920452 10 TARGET 100 0.001 0.5 75 3619 0.0 -69 0.03359028212851547 0.0304214008942698 10 TARGET 100 0.001 0.5 75 3619 0.0 -70 0.03341698756297229 0.03080680277762991 10 TARGET 100 0.001 0.5 75 3619 0.0 -71 0.03358239141804 0.03075183036200928 10 TARGET 100 0.001 0.5 75 3619 0.0 -72 0.0334600405673487 0.030660696666349064 10 TARGET 100 0.001 0.5 75 3619 0.0 -73 0.03368044326627495 0.030402831563895397 10 TARGET 100 0.001 0.5 75 3619 0.0 -74 0.03311861471370214 0.03089298934421756 10 TARGET 100 0.001 0.5 75 3619 0.0 -75 0.03345052882251314 0.030819530852816322 10 TARGET 100 0.001 0.5 75 3619 0.0 -76 0.03335402651943944 0.030686193230477245 10 TARGET 100 0.001 0.5 75 3619 0.0 -77 0.033103124135070376 0.030612000743999626 10 TARGET 100 0.001 0.5 75 3619 0.0 -78 0.03297228944999 0.030965519109458634 10 TARGET 100 0.001 0.5 75 3619 0.0 -79 0.033284431266965286 0.030728996646675198 10 TARGET 100 0.001 0.5 75 3619 0.0 -80 0.03394271257123361 0.03059460832314058 10 TARGET 100 0.001 0.5 75 3619 0.0 -81 0.03244336707649207 0.030550588938322933 10 TARGET 100 0.001 0.5 75 3619 0.0 -82 0.03360183433526092 0.030412871503468716 10 TARGET 100 0.001 0.5 75 3619 0.0 -83 0.03291899746641366 0.03031262902147842 10 TARGET 100 0.001 0.5 75 3619 0.0 -84 0.03375772908580825 0.030464914373376152 10 TARGET 100 0.001 0.5 75 3619 0.0 -85 0.03379807004748972 0.030679436287645138 10 TARGET 100 0.001 0.5 75 3619 0.0 -86 0.03392136825079268 0.030622090184778877 10 TARGET 100 0.001 0.5 75 3619 0.0 -87 0.033948155421048704 0.030382698458252533 10 TARGET 100 0.001 0.5 75 3619 0.0 -88 0.0335957529180078 0.03091781975870783 10 TARGET 100 0.001 0.5 75 3619 0.0 -89 0.03344871162715986 0.030574241257978207 10 TARGET 100 0.001 0.5 75 3619 0.0 -90 0.033255532164415125 0.030821339537700016 10 TARGET 100 0.001 0.5 75 3619 0.0 -91 0.03322407287805771 0.030503323301672935 10 TARGET 100 0.001 0.5 75 3619 0.0 -92 0.0331121320877011 0.03172226831542723 10 TARGET 100 0.001 0.5 75 3619 0.0 -93 0.03279368908015967 0.03021928882508567 10 TARGET 100 0.001 0.5 75 3619 0.0 -94 0.0334630312479606 0.030841014206861004 10 TARGET 100 0.001 0.5 75 3619 0.0 -95 0.03321813528585916 0.030505829631830707 10 TARGET 100 0.001 0.5 75 3619 0.0 -96 0.033717659756741944 0.030841596311692036 10 TARGET 100 0.001 0.5 75 3619 0.0 -97 0.03351153782647266 0.030551782780976006 10 TARGET 100 0.001 0.5 75 3619 0.0 -98 0.03377344813636859 0.030651824774615692 10 TARGET 100 0.001 0.5 75 3619 0.0 -99 0.03315277732532434 0.030545249355561806 10 TARGET 100 0.001 0.5 75 3619 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_10bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_10bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index e49a2cc9e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_10bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.050007458337228305 0.03937559326489767 10 TARGET 100 0.001 0.0 75 2517 0.0 -1 0.03446946565300126 0.03473609883451101 10 TARGET 100 0.001 0.0 75 2517 0.0 -2 0.03148031200874935 0.031913586976853286 10 TARGET 100 0.001 0.0 75 2517 0.0 -3 0.029111781812928342 0.030035832275946934 10 TARGET 100 0.001 0.0 75 2517 0.0 -4 0.027511382870601887 0.028738961470398037 10 TARGET 100 0.001 0.0 75 2517 0.0 -5 0.026194095530042344 0.027992268854921513 10 TARGET 100 0.001 0.0 75 2517 0.0 -6 0.025471331219279806 0.027412450166814255 10 TARGET 100 0.001 0.0 75 2517 0.0 -7 0.024780565352251233 0.02699889586956212 10 TARGET 100 0.001 0.0 75 2517 0.0 -8 0.02416255643672815 0.026747145548914417 10 TARGET 100 0.001 0.0 75 2517 0.0 -9 0.023772667027282392 0.026429739413839397 10 TARGET 100 0.001 0.0 75 2517 0.0 -10 0.023403193456707178 0.02615960506778775 10 TARGET 100 0.001 0.0 75 2517 0.0 -11 0.023036217881423054 0.026012990002830822 10 TARGET 100 0.001 0.0 75 2517 0.0 -12 0.02279849684725105 0.025925858736489758 10 TARGET 100 0.001 0.0 75 2517 0.0 -13 0.02256556499360587 0.02564737804685578 10 TARGET 100 0.001 0.0 75 2517 0.0 -14 0.022342226527606198 0.02577590643230713 10 TARGET 100 0.001 0.0 75 2517 0.0 -15 0.022188345334094382 0.025568282739682632 10 TARGET 100 0.001 0.0 75 2517 0.0 -16 0.022012211670879564 0.02544008663883715 10 TARGET 100 0.001 0.0 75 2517 0.0 -17 0.021846235877134985 0.025226246452692783 10 TARGET 100 0.001 0.0 75 2517 0.0 -18 0.0217129386936374 0.02527713549859596 10 TARGET 100 0.001 0.0 75 2517 0.0 -19 0.02159083094635997 0.025309542137565033 10 TARGET 100 0.001 0.0 75 2517 0.0 -20 0.021475711975384643 0.025124656262271332 10 TARGET 100 0.001 0.0 75 2517 0.0 -21 0.021326210732361683 0.025076432887351875 10 TARGET 100 0.001 0.0 75 2517 0.0 -22 0.021242089086660632 0.025113179489518658 10 TARGET 100 0.001 0.0 75 2517 0.0 -23 0.021122540055651857 0.025110060010444035 10 TARGET 100 0.001 0.0 75 2517 0.0 -24 0.021039030818826823 0.025053747844966976 10 TARGET 100 0.001 0.0 75 2517 0.0 -25 0.02091845103636735 0.02493094387605335 10 TARGET 100 0.001 0.0 75 2517 0.0 -26 0.0208762569559945 0.024985713319796505 10 TARGET 100 0.001 0.0 75 2517 0.0 -27 0.02079196304383904 0.024926371307987156 10 TARGET 100 0.001 0.0 75 2517 0.0 -28 0.02071149738800245 0.024960326595288334 10 TARGET 100 0.001 0.0 75 2517 0.0 -29 0.02067182305259536 0.024779048945867653 10 TARGET 100 0.001 0.0 75 2517 0.0 -30 0.020620938239976613 0.024917515164071865 10 TARGET 100 0.001 0.0 75 2517 0.0 -31 0.02058124695261721 0.02466956599417961 10 TARGET 100 0.001 0.0 75 2517 0.0 -32 0.02052076896558506 0.024831417327125866 10 TARGET 100 0.001 0.0 75 2517 0.0 -33 0.02050749134109277 0.024772036369099762 10 TARGET 100 0.001 0.0 75 2517 0.0 -34 0.020377603977266387 0.024829118992343094 10 TARGET 100 0.001 0.0 75 2517 0.0 -35 0.020329935614157607 0.024893680418079548 10 TARGET 100 0.001 0.0 75 2517 0.0 -36 0.0202442540564521 0.02466978093214107 10 TARGET 100 0.001 0.0 75 2517 0.0 -37 0.020229258715654865 0.024689597444552364 10 TARGET 100 0.001 0.0 75 2517 0.0 -38 0.02019590769678053 0.02447206402818362 10 TARGET 100 0.001 0.0 75 2517 0.0 -39 0.020171484994617375 0.024635565834063473 10 TARGET 100 0.001 0.0 75 2517 0.0 -40 0.020084724313131085 0.02458622430761655 10 TARGET 100 0.001 0.0 75 2517 0.0 -41 0.02007496315571997 0.024527800466978188 10 TARGET 100 0.001 0.0 75 2517 0.0 -42 0.02007435249032998 0.024450853805650364 10 TARGET 100 0.001 0.0 75 2517 0.0 -43 0.02004066379960338 0.02458054679587032 10 TARGET 100 0.001 0.0 75 2517 0.0 -44 0.02001140166939509 0.024529608022986038 10 TARGET 100 0.001 0.0 75 2517 0.0 -45 0.01999955920358298 0.0245797581067591 10 TARGET 100 0.001 0.0 75 2517 0.0 -46 0.019920573886546625 0.024517629690694088 10 TARGET 100 0.001 0.0 75 2517 0.0 -47 0.019894733924657005 0.024580555318882973 10 TARGET 100 0.001 0.0 75 2517 0.0 -48 0.019880621709707207 0.0245006498175137 10 TARGET 100 0.001 0.0 75 2517 0.0 -49 0.01988087682937733 0.02451792929434415 10 TARGET 100 0.001 0.0 75 2517 0.0 -50 0.01982124896111713 0.024516197429461914 10 TARGET 100 0.001 0.0 75 2517 0.0 -51 0.01983203932718195 0.02456515779097875 10 TARGET 100 0.001 0.0 75 2517 0.0 -52 0.01978842214201436 0.024498482545216877 10 TARGET 100 0.001 0.0 75 2517 0.0 -53 0.01976348977122042 0.024520524467031162 10 TARGET 100 0.001 0.0 75 2517 0.0 -54 0.01974610360307926 0.024422592229463837 10 TARGET 100 0.001 0.0 75 2517 0.0 -55 0.01974069260637768 0.024445995857769794 10 TARGET 100 0.001 0.0 75 2517 0.0 -56 0.01969408206265382 0.024305468820261234 10 TARGET 100 0.001 0.0 75 2517 0.0 -57 0.019730963051218776 0.024291034110567787 10 TARGET 100 0.001 0.0 75 2517 0.0 -58 0.01963853552586302 0.024396605225223484 10 TARGET 100 0.001 0.0 75 2517 0.0 -59 0.019617178919489938 0.024457271069739803 10 TARGET 100 0.001 0.0 75 2517 0.0 -60 0.019587001540644803 0.024305679242719303 10 TARGET 100 0.001 0.0 75 2517 0.0 -61 0.019609012876195136 0.024296025265798424 10 TARGET 100 0.001 0.0 75 2517 0.0 -62 0.019620760127600997 0.02435526189704736 10 TARGET 100 0.001 0.0 75 2517 0.0 -63 0.019549291938392804 0.024312662412271355 10 TARGET 100 0.001 0.0 75 2517 0.0 -64 0.01956040938369152 0.024358508374654884 10 TARGET 100 0.001 0.0 75 2517 0.0 -65 0.01953099323718837 0.0242403716864911 10 TARGET 100 0.001 0.0 75 2517 0.0 -66 0.019476114700137565 0.02435609760383765 10 TARGET 100 0.001 0.0 75 2517 0.0 -67 0.019501586792745974 0.024199050935831936 10 TARGET 100 0.001 0.0 75 2517 0.0 -68 0.019451469753677595 0.024243428625843742 10 TARGET 100 0.001 0.0 75 2517 0.0 -69 0.019419508148925475 0.02421847979227702 10 TARGET 100 0.001 0.0 75 2517 0.0 -70 0.0194289899283788 0.02436157011172988 10 TARGET 100 0.001 0.0 75 2517 0.0 -71 0.01941121002088492 0.024308435336658447 10 TARGET 100 0.001 0.0 75 2517 0.0 -72 0.019428183722877343 0.02424670055960164 10 TARGET 100 0.001 0.0 75 2517 0.0 -73 0.019387450527010942 0.024139100064833958 10 TARGET 100 0.001 0.0 75 2517 0.0 -74 0.01934121563554011 0.024319399148225784 10 TARGET 100 0.001 0.0 75 2517 0.0 -75 0.019336108532216813 0.024217540341796295 10 TARGET 100 0.001 0.0 75 2517 0.0 -76 0.01931958123163543 0.024336063782825615 10 TARGET 100 0.001 0.0 75 2517 0.0 -77 0.019404334615075628 0.02428016760809855 10 TARGET 100 0.001 0.0 75 2517 0.0 -78 0.019329318500779295 0.02430067312988368 10 TARGET 100 0.001 0.0 75 2517 0.0 -79 0.01930507508918693 0.02416168808033972 10 TARGET 100 0.001 0.0 75 2517 0.0 -80 0.01923978888752685 0.024339722695224213 10 TARGET 100 0.001 0.0 75 2517 0.0 -81 0.019321277342510945 0.024154459380290726 10 TARGET 100 0.001 0.0 75 2517 0.0 -82 0.019233893032377016 0.02417644051214059 10 TARGET 100 0.001 0.0 75 2517 0.0 -83 0.019212421167779853 0.02407507434713118 10 TARGET 100 0.001 0.0 75 2517 0.0 -84 0.019207137426744004 0.02407601994998527 10 TARGET 100 0.001 0.0 75 2517 0.0 -85 0.019194675546754088 0.02400827452991948 10 TARGET 100 0.001 0.0 75 2517 0.0 -86 0.01914709136642591 0.02407021876988989 10 TARGET 100 0.001 0.0 75 2517 0.0 -87 0.019149310880588362 0.024162670936096798 10 TARGET 100 0.001 0.0 75 2517 0.0 -88 0.019160307655330458 0.02404989144115737 10 TARGET 100 0.001 0.0 75 2517 0.0 -89 0.019118064011036346 0.024004391648552635 10 TARGET 100 0.001 0.0 75 2517 0.0 -90 0.019120846646100986 0.023993563922968777 10 TARGET 100 0.001 0.0 75 2517 0.0 -91 0.019094546538736885 0.02403775721111081 10 TARGET 100 0.001 0.0 75 2517 0.0 -92 0.019102448020569405 0.023958359816760727 10 TARGET 100 0.001 0.0 75 2517 0.0 -93 0.01908543744823748 0.023941303913791973 10 TARGET 100 0.001 0.0 75 2517 0.0 -94 0.019085889929899263 0.024076316279895378 10 TARGET 100 0.001 0.0 75 2517 0.0 -95 0.019093066353589195 0.024069632093111675 10 TARGET 100 0.001 0.0 75 2517 0.0 -96 0.01906934012392354 0.02405659335129189 10 TARGET 100 0.001 0.0 75 2517 0.0 -97 0.01901387001829918 0.02401173041399681 10 TARGET 100 0.001 0.0 75 2517 0.0 -98 0.01905157029478237 0.023935708697095062 10 TARGET 100 0.001 0.0 75 2517 0.0 -99 0.019008571420002868 0.023920261216434566 10 TARGET 100 0.001 0.0 75 2517 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_25bs_100e_0s_0.1n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_25bs_100e_0s_0.1n_TARGET.tsv deleted file mode 100644 index 6b0404893..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_25bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.06413237553604123 0.04413908962724787 25 TARGET 100 0.001 0.1 75 3269 0.0 -1 0.04332253054060318 0.03797266637962876 25 TARGET 100 0.001 0.1 75 3269 0.0 -2 0.03769132392700473 0.03512195362286134 25 TARGET 100 0.001 0.1 75 3269 0.0 -3 0.034909494885992924 0.031918041154064915 25 TARGET 100 0.001 0.1 75 3269 0.0 -4 0.033084037904988234 0.030825615550080936 25 TARGET 100 0.001 0.1 75 3269 0.0 -5 0.0317467590166814 0.030072000216354023 25 TARGET 100 0.001 0.1 75 3269 0.0 -6 0.030753912269341623 0.029028822159902615 25 TARGET 100 0.001 0.1 75 3269 0.0 -7 0.029784599099596742 0.02836342646994374 25 TARGET 100 0.001 0.1 75 3269 0.0 -8 0.02900884310818381 0.027761421730798302 25 TARGET 100 0.001 0.1 75 3269 0.0 -9 0.028360018876666573 0.02730107634808078 25 TARGET 100 0.001 0.1 75 3269 0.0 -10 0.02769027196610917 0.02676324224607511 25 TARGET 100 0.001 0.1 75 3269 0.0 -11 0.02726073054164046 0.02650207687507976 25 TARGET 100 0.001 0.1 75 3269 0.0 -12 0.02684154316331401 0.02620629133713065 25 TARGET 100 0.001 0.1 75 3269 0.0 -13 0.0268576027392739 0.02602445531749364 25 TARGET 100 0.001 0.1 75 3269 0.0 -14 0.02659785329530436 0.02576016454082547 25 TARGET 100 0.001 0.1 75 3269 0.0 -15 0.026037046406731663 0.025548911117243046 25 TARGET 100 0.001 0.1 75 3269 0.0 -16 0.025492822456640828 0.025213404135270553 25 TARGET 100 0.001 0.1 75 3269 0.0 -17 0.02552407201040875 0.025295032442293384 25 TARGET 100 0.001 0.1 75 3269 0.0 -18 0.025160011553177326 0.025022958123096913 25 TARGET 100 0.001 0.1 75 3269 0.0 -19 0.02507057749299389 0.024817692595675137 25 TARGET 100 0.001 0.1 75 3269 0.0 -20 0.024731444825201926 0.02486665357807369 25 TARGET 100 0.001 0.1 75 3269 0.0 -21 0.024576783330753596 0.024661818547456554 25 TARGET 100 0.001 0.1 75 3269 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0.02336509525462333 0.02419525297415076 25 TARGET 100 0.001 0.1 75 3269 0.0 -35 0.023168830486384507 0.02416515742626154 25 TARGET 100 0.001 0.1 75 3269 0.0 -36 0.023253090958728732 0.023962304362970772 25 TARGET 100 0.001 0.1 75 3269 0.0 -37 0.023146411730133324 0.023969616740942 25 TARGET 100 0.001 0.1 75 3269 0.0 -38 0.022941171392321786 0.023929584235178703 25 TARGET 100 0.001 0.1 75 3269 0.0 -39 0.022789747429139886 0.023908894875961723 25 TARGET 100 0.001 0.1 75 3269 0.0 -40 0.022940109204814492 0.023939105061193306 25 TARGET 100 0.001 0.1 75 3269 0.0 -41 0.02294376115267626 0.023936993160256832 25 TARGET 100 0.001 0.1 75 3269 0.0 -42 0.022769553383015825 0.023950394355889523 25 TARGET 100 0.001 0.1 75 3269 0.0 -43 0.022905667005138165 0.02397426621367534 25 TARGET 100 0.001 0.1 75 3269 0.0 -44 0.022975518854228334 0.02380107015822873 25 TARGET 100 0.001 0.1 75 3269 0.0 -45 0.022749044192384188 0.02388302284772649 25 TARGET 100 0.001 0.1 75 3269 0.0 -46 0.02298197163400626 0.023834672897602573 25 TARGET 100 0.001 0.1 75 3269 0.0 -47 0.02276799767920967 0.02376920235992381 25 TARGET 100 0.001 0.1 75 3269 0.0 -48 0.022823318353029413 0.023956640143737648 25 TARGET 100 0.001 0.1 75 3269 0.0 -49 0.022635347470139414 0.023872442007290596 25 TARGET 100 0.001 0.1 75 3269 0.0 -50 0.022502433518041865 0.02379222959280014 25 TARGET 100 0.001 0.1 75 3269 0.0 -51 0.022361859346830885 0.023839553564109585 25 TARGET 100 0.001 0.1 75 3269 0.0 -52 0.02268496843412368 0.023868369390115593 25 TARGET 100 0.001 0.1 75 3269 0.0 -53 0.022354271335006764 0.0238138007733858 25 TARGET 100 0.001 0.1 75 3269 0.0 -54 0.02249474622158691 0.023854398874170853 25 TARGET 100 0.001 0.1 75 3269 0.0 -55 0.02257130493845803 0.023795348817877697 25 TARGET 100 0.001 0.1 75 3269 0.0 -56 0.022439420154249226 0.023801299461135357 25 TARGET 100 0.001 0.1 75 3269 0.0 -57 0.022656785647199813 0.023884120425491623 25 TARGET 100 0.001 0.1 75 3269 0.0 -58 0.022279995239593765 0.02384677834131501 25 TARGET 100 0.001 0.1 75 3269 0.0 -59 0.02240167487011313 0.023780332793566315 25 TARGET 100 0.001 0.1 75 3269 0.0 -60 0.0223289536600713 0.023835864200284988 25 TARGET 100 0.001 0.1 75 3269 0.0 -61 0.022372521761089864 0.023822206157174976 25 TARGET 100 0.001 0.1 75 3269 0.0 -62 0.02236405051993802 0.02375204000396259 25 TARGET 100 0.001 0.1 75 3269 0.0 -63 0.02242074999017547 0.023785814078468265 25 TARGET 100 0.001 0.1 75 3269 0.0 -64 0.02257512687307215 0.02397016201619849 25 TARGET 100 0.001 0.1 75 3269 0.0 -65 0.022337348432427503 0.023862348954108627 25 TARGET 100 0.001 0.1 75 3269 0.0 -66 0.02230919645127122 0.023920561384522553 25 TARGET 100 0.001 0.1 75 3269 0.0 -67 0.02224850873164958 0.023803762160241604 25 TARGET 100 0.001 0.1 75 3269 0.0 -68 0.022226369971102135 0.023827180943705818 25 TARGET 100 0.001 0.1 75 3269 0.0 -69 0.02207501942561532 0.023760796439918606 25 TARGET 100 0.001 0.1 75 3269 0.0 -70 0.022309823861652953 0.023718210360543293 25 TARGET 100 0.001 0.1 75 3269 0.0 -71 0.022439910707248982 0.023770854300396008 25 TARGET 100 0.001 0.1 75 3269 0.0 -72 0.02234377092697504 0.023699918761849403 25 TARGET 100 0.001 0.1 75 3269 0.0 -73 0.022271483832412096 0.023720536296340553 25 TARGET 100 0.001 0.1 75 3269 0.0 -74 0.021884644598471194 0.023784527244667213 25 TARGET 100 0.001 0.1 75 3269 0.0 -75 0.022184929641133003 0.023666233924979515 25 TARGET 100 0.001 0.1 75 3269 0.0 -76 0.022095816081345886 0.023717701491532905 25 TARGET 100 0.001 0.1 75 3269 0.0 -77 0.02217430675007177 0.023715194117164974 25 TARGET 100 0.001 0.1 75 3269 0.0 -78 0.02210891067429825 0.023754008819885326 25 TARGET 100 0.001 0.1 75 3269 0.0 -79 0.022047211532089044 0.023622201360536343 25 TARGET 100 0.001 0.1 75 3269 0.0 -80 0.02231602206424832 0.0239268946602489 25 TARGET 100 0.001 0.1 75 3269 0.0 -81 0.0220304172711842 0.02370478938136137 25 TARGET 100 0.001 0.1 75 3269 0.0 -82 0.022346372073296747 0.02363920316213008 25 TARGET 100 0.001 0.1 75 3269 0.0 -83 0.02205470109653192 0.023737311278554527 25 TARGET 100 0.001 0.1 75 3269 0.0 -84 0.021983031261875372 0.02366992568766529 25 TARGET 100 0.001 0.1 75 3269 0.0 -85 0.022172841334383093 0.023748549068290176 25 TARGET 100 0.001 0.1 75 3269 0.0 -86 0.022328165359795094 0.02377344902153268 25 TARGET 100 0.001 0.1 75 3269 0.0 -87 0.022192022236383925 0.023816174996847458 25 TARGET 100 0.001 0.1 75 3269 0.0 -88 0.021858161447024106 0.023664018223908814 25 TARGET 100 0.001 0.1 75 3269 0.0 -89 0.02203972912346474 0.023761261480324196 25 TARGET 100 0.001 0.1 75 3269 0.0 -90 0.02213255000560974 0.0237352532532179 25 TARGET 100 0.001 0.1 75 3269 0.0 -91 0.02209772271502399 0.02366567078526273 25 TARGET 100 0.001 0.1 75 3269 0.0 -92 0.02208827861180209 0.023811179975217037 25 TARGET 100 0.001 0.1 75 3269 0.0 -93 0.021875834117583957 0.02392145319644249 25 TARGET 100 0.001 0.1 75 3269 0.0 -94 0.022209968972913545 0.023767590974316452 25 TARGET 100 0.001 0.1 75 3269 0.0 -95 0.022073782240401213 0.02359342659738931 25 TARGET 100 0.001 0.1 75 3269 0.0 -96 0.0223661455222302 0.02379827762982159 25 TARGET 100 0.001 0.1 75 3269 0.0 -97 0.021991106568638123 0.02364738279897155 25 TARGET 100 0.001 0.1 75 3269 0.0 -98 0.021924621855169035 0.023578517082514183 25 TARGET 100 0.001 0.1 75 3269 0.0 -99 0.021795077989448602 0.02374864581295035 25 TARGET 100 0.001 0.1 75 3269 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_25bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_25bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 619cccfba..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_25bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07810451992809371 0.054254457128770424 25 TARGET 100 0.001 0.5 75 6994 0.0 -1 0.05290888993677868 0.04482589453233011 25 TARGET 100 0.001 0.5 75 6994 0.0 -2 0.04771047243566224 0.0420354829931801 25 TARGET 100 0.001 0.5 75 6994 0.0 -3 0.04399319364366307 0.038618303778948204 25 TARGET 100 0.001 0.5 75 6994 0.0 -4 0.041626695819475035 0.03675003592489344 25 TARGET 100 0.001 0.5 75 6994 0.0 -5 0.04076391090372396 0.035810541700233116 25 TARGET 100 0.001 0.5 75 6994 0.0 -6 0.039710056525890276 0.035361265537865234 25 TARGET 100 0.001 0.5 75 6994 0.0 -7 0.03885094019951242 0.03468612835488536 25 TARGET 100 0.001 0.5 75 6994 0.0 -8 0.037767667925418025 0.03402378940672585 25 TARGET 100 0.001 0.5 75 6994 0.0 -9 0.037442387247878295 0.03323973133934267 25 TARGET 100 0.001 0.5 75 6994 0.0 -10 0.036349489776925606 0.03308795697309754 25 TARGET 100 0.001 0.5 75 6994 0.0 -11 0.03671727412903951 0.03339869534653245 25 TARGET 100 0.001 0.5 75 6994 0.0 -12 0.03606703485478255 0.03325409758271593 25 TARGET 100 0.001 0.5 75 6994 0.0 -13 0.035954938455161824 0.03265503613334714 25 TARGET 100 0.001 0.5 75 6994 0.0 -14 0.035816724841743204 0.03279776069702524 25 TARGET 100 0.001 0.5 75 6994 0.0 -15 0.03551369643321744 0.03267023085870526 25 TARGET 100 0.001 0.5 75 6994 0.0 -16 0.035117774323782935 0.03191110353465333 25 TARGET 100 0.001 0.5 75 6994 0.0 -17 0.035091460375146634 0.03190278679584012 25 TARGET 100 0.001 0.5 75 6994 0.0 -18 0.03486261610255298 0.03218249028379267 25 TARGET 100 0.001 0.5 75 6994 0.0 -19 0.034121599590863645 0.03217530211038662 25 TARGET 100 0.001 0.5 75 6994 0.0 -20 0.03429004543708631 0.031709795987064186 25 TARGET 100 0.001 0.5 75 6994 0.0 -21 0.033878566766226734 0.031519420332077774 25 TARGET 100 0.001 0.5 75 6994 0.0 -22 0.03396769936638649 0.031263000924478875 25 TARGET 100 0.001 0.5 75 6994 0.0 -23 0.03349835887200102 0.031741386956789276 25 TARGET 100 0.001 0.5 75 6994 0.0 -24 0.033976940723506086 0.03141320330288374 25 TARGET 100 0.001 0.5 75 6994 0.0 -25 0.033554777054599035 0.03107981380978317 25 TARGET 100 0.001 0.5 75 6994 0.0 -26 0.033525715967771985 0.031089904915654297 25 TARGET 100 0.001 0.5 75 6994 0.0 -27 0.033740168387189455 0.030989596479092583 25 TARGET 100 0.001 0.5 75 6994 0.0 -28 0.03318784629255032 0.03120238170253508 25 TARGET 100 0.001 0.5 75 6994 0.0 -29 0.03367594379919145 0.030772638958737705 25 TARGET 100 0.001 0.5 75 6994 0.0 -30 0.03368484894886161 0.030908681593383804 25 TARGET 100 0.001 0.5 75 6994 0.0 -31 0.033339946606017724 0.030999701611246124 25 TARGET 100 0.001 0.5 75 6994 0.0 -32 0.033457818735854995 0.031137613353855682 25 TARGET 100 0.001 0.5 75 6994 0.0 -33 0.03287141293801543 0.031025195974066402 25 TARGET 100 0.001 0.5 75 6994 0.0 -34 0.03315391118076915 0.030404280165605473 25 TARGET 100 0.001 0.5 75 6994 0.0 -35 0.032812627603108636 0.030088187731576687 25 TARGET 100 0.001 0.5 75 6994 0.0 -36 0.03272032830864191 0.02979287804301941 25 TARGET 100 0.001 0.5 75 6994 0.0 -37 0.03298813078916234 0.02994570539643367 25 TARGET 100 0.001 0.5 75 6994 0.0 -38 0.03312117835625956 0.029984834293524425 25 TARGET 100 0.001 0.5 75 6994 0.0 -39 0.03238524694108602 0.02948846769603816 25 TARGET 100 0.001 0.5 75 6994 0.0 -40 0.032830942647926735 0.02966549162837592 25 TARGET 100 0.001 0.5 75 6994 0.0 -41 0.032297371331639964 0.029416870692688408 25 TARGET 100 0.001 0.5 75 6994 0.0 -42 0.03278133847910648 0.02965993027795445 25 TARGET 100 0.001 0.5 75 6994 0.0 -43 0.03236310003381787 0.029367836700244385 25 TARGET 100 0.001 0.5 75 6994 0.0 -44 0.03251800202585832 0.029096647306825176 25 TARGET 100 0.001 0.5 75 6994 0.0 -45 0.03203610142360532 0.02934183163399046 25 TARGET 100 0.001 0.5 75 6994 0.0 -46 0.03259777415681769 0.029239773552751903 25 TARGET 100 0.001 0.5 75 6994 0.0 -47 0.03221962036508502 0.02957444279595758 25 TARGET 100 0.001 0.5 75 6994 0.0 -48 0.03188115585382137 0.029662604076844273 25 TARGET 100 0.001 0.5 75 6994 0.0 -49 0.03218147745324606 0.028995602024775562 25 TARGET 100 0.001 0.5 75 6994 0.0 -50 0.0321780254920123 0.029221884567629208 25 TARGET 100 0.001 0.5 75 6994 0.0 -51 0.032034005289301525 0.029417242233951885 25 TARGET 100 0.001 0.5 75 6994 0.0 -52 0.031460218166035635 0.02932000843187173 25 TARGET 100 0.001 0.5 75 6994 0.0 -53 0.031643184475751235 0.029235306365246124 25 TARGET 100 0.001 0.5 75 6994 0.0 -54 0.03179607521868013 0.028885085530804867 25 TARGET 100 0.001 0.5 75 6994 0.0 -55 0.03200495460381111 0.029028864125862266 25 TARGET 100 0.001 0.5 75 6994 0.0 -56 0.03180455675455256 0.02910155410680807 25 TARGET 100 0.001 0.5 75 6994 0.0 -57 0.03151179549695065 0.02864343049286893 25 TARGET 100 0.001 0.5 75 6994 0.0 -58 0.03185467697955944 0.029049863954159347 25 TARGET 100 0.001 0.5 75 6994 0.0 -59 0.03213210564156875 0.02883182485785448 25 TARGET 100 0.001 0.5 75 6994 0.0 -60 0.031924639154313386 0.028901722903052967 25 TARGET 100 0.001 0.5 75 6994 0.0 -61 0.03197713051405218 0.028635258617048912 25 TARGET 100 0.001 0.5 75 6994 0.0 -62 0.032125231791099516 0.02909102158225847 25 TARGET 100 0.001 0.5 75 6994 0.0 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0.02885841022273808 25 TARGET 100 0.001 0.5 75 6994 0.0 -76 0.031665475907349826 0.02861274691355048 25 TARGET 100 0.001 0.5 75 6994 0.0 -77 0.031837153797248 0.028597338548438114 25 TARGET 100 0.001 0.5 75 6994 0.0 -78 0.031370368127645265 0.02877518819701491 25 TARGET 100 0.001 0.5 75 6994 0.0 -79 0.03171808181976529 0.02871038183344133 25 TARGET 100 0.001 0.5 75 6994 0.0 -80 0.031893821599382144 0.028780197414259117 25 TARGET 100 0.001 0.5 75 6994 0.0 -81 0.03146185904666029 0.0289633074549563 25 TARGET 100 0.001 0.5 75 6994 0.0 -82 0.03155138890136673 0.028772234888465115 25 TARGET 100 0.001 0.5 75 6994 0.0 -83 0.0317127258839832 0.028924027175614327 25 TARGET 100 0.001 0.5 75 6994 0.0 -84 0.03170208471140476 0.028591522495403435 25 TARGET 100 0.001 0.5 75 6994 0.0 -85 0.031078691776177097 0.028532469419367386 25 TARGET 100 0.001 0.5 75 6994 0.0 -86 0.031491205412957204 0.028411977783297047 25 TARGET 100 0.001 0.5 75 6994 0.0 -87 0.031070313231411205 0.028565956985182835 25 TARGET 100 0.001 0.5 75 6994 0.0 -88 0.03132062624224308 0.02846387152870496 25 TARGET 100 0.001 0.5 75 6994 0.0 -89 0.03166679466011548 0.02855226770043373 25 TARGET 100 0.001 0.5 75 6994 0.0 -90 0.03156977742973101 0.0285496028761069 25 TARGET 100 0.001 0.5 75 6994 0.0 -91 0.0313688464249525 0.02826854078607126 25 TARGET 100 0.001 0.5 75 6994 0.0 -92 0.030858842323625128 0.028636445347784145 25 TARGET 100 0.001 0.5 75 6994 0.0 -93 0.03148805204565677 0.0284156704490835 25 TARGET 100 0.001 0.5 75 6994 0.0 -94 0.031870490137600536 0.028784040164089565 25 TARGET 100 0.001 0.5 75 6994 0.0 -95 0.03144800856471162 0.028345133742374 25 TARGET 100 0.001 0.5 75 6994 0.0 -96 0.031263331318217694 0.028634663332592358 25 TARGET 100 0.001 0.5 75 6994 0.0 -97 0.030846809074658938 0.028597586195577274 25 TARGET 100 0.001 0.5 75 6994 0.0 -98 0.031325026252228605 0.028553564976336376 25 TARGET 100 0.001 0.5 75 6994 0.0 -99 0.03151349466833402 0.028237384066663006 25 TARGET 100 0.001 0.5 75 6994 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_25bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_25bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index 8e0c19f85..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_25bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.06149620748429186 0.04671498088899887 25 TARGET 100 0.001 0.0 75 4820 0.0 -1 0.04136979869043185 0.04070793103539583 25 TARGET 100 0.001 0.0 75 4820 0.0 -2 0.03608550111252049 0.03597726825286041 25 TARGET 100 0.001 0.0 75 4820 0.0 -3 0.03283642341542726 0.03379108480206042 25 TARGET 100 0.001 0.0 75 4820 0.0 -4 0.031212632465944547 0.03214542604418415 25 TARGET 100 0.001 0.0 75 4820 0.0 -5 0.030029040190582525 0.031087847398311802 25 TARGET 100 0.001 0.0 75 4820 0.0 -6 0.029018535128220765 0.03033414694734595 25 TARGET 100 0.001 0.0 75 4820 0.0 -7 0.027883646906250052 0.0294422201078498 25 TARGET 100 0.001 0.0 75 4820 0.0 -8 0.026934345315527235 0.02883735496663686 25 TARGET 100 0.001 0.0 75 4820 0.0 -9 0.02623257192121411 0.0282375237368273 25 TARGET 100 0.001 0.0 75 4820 0.0 -10 0.025595447380936106 0.02791147323494608 25 TARGET 100 0.001 0.0 75 4820 0.0 -11 0.025056829751290456 0.027484049032809155 25 TARGET 100 0.001 0.0 75 4820 0.0 -12 0.02462946340090498 0.027372359298169613 25 TARGET 100 0.001 0.0 75 4820 0.0 -13 0.024238069149781556 0.026934810547214565 25 TARGET 100 0.001 0.0 75 4820 0.0 -14 0.023874606833689742 0.02676466753649892 25 TARGET 100 0.001 0.0 75 4820 0.0 -15 0.023601342967839955 0.026634598941062435 25 TARGET 100 0.001 0.0 75 4820 0.0 -16 0.023364893022786687 0.026452136762214428 25 TARGET 100 0.001 0.0 75 4820 0.0 -17 0.023149462241165163 0.02624391442672773 25 TARGET 100 0.001 0.0 75 4820 0.0 -18 0.022938905544077307 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TARGET 100 0.001 0.0 75 4820 0.0 -31 0.02126954732030028 0.02522852635857734 25 TARGET 100 0.001 0.0 75 4820 0.0 -32 0.02118256210540782 0.02517824394233299 25 TARGET 100 0.001 0.0 75 4820 0.0 -33 0.021115179258314045 0.025124707795453793 25 TARGET 100 0.001 0.0 75 4820 0.0 -34 0.0210258334040993 0.02513289437488173 25 TARGET 100 0.001 0.0 75 4820 0.0 -35 0.020973347911379153 0.025066372035353474 25 TARGET 100 0.001 0.0 75 4820 0.0 -36 0.02089178719579772 0.025050724517892708 25 TARGET 100 0.001 0.0 75 4820 0.0 -37 0.020839780086168536 0.024977743682084663 25 TARGET 100 0.001 0.0 75 4820 0.0 -38 0.02076731641033683 0.024923195780226677 25 TARGET 100 0.001 0.0 75 4820 0.0 -39 0.0206747203124593 0.024911536214252312 25 TARGET 100 0.001 0.0 75 4820 0.0 -40 0.02066213026743144 0.025015804549735603 25 TARGET 100 0.001 0.0 75 4820 0.0 -41 0.020628590525601447 0.02484462150570118 25 TARGET 100 0.001 0.0 75 4820 0.0 -42 0.020565554596834915 0.024874793534929104 25 TARGET 100 0.001 0.0 75 4820 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_50bs_100e_0s_0.1n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07736205248168422 0.05209558829665184 50 TARGET 100 0.001 0.1 75 1071 0.0 -1 0.04774206943233005 0.04466874333042087 50 TARGET 100 0.001 0.1 75 1071 0.0 -2 0.04287537369212317 0.04137061863686099 50 TARGET 100 0.001 0.1 75 1071 0.0 -3 0.03933303059401737 0.03743439698309609 50 TARGET 100 0.001 0.1 75 1071 0.0 -4 0.036663847527018296 0.035734494414293404 50 TARGET 100 0.001 0.1 75 1071 0.0 -5 0.03528739149472127 0.034283301482597985 50 TARGET 100 0.001 0.1 75 1071 0.0 -6 0.03402428409266552 0.033413491465828636 50 TARGET 100 0.001 0.1 75 1071 0.0 -7 0.0333625001186875 0.03268873364184842 50 TARGET 100 0.001 0.1 75 1071 0.0 -8 0.032447397370230065 0.03201673733014049 50 TARGET 100 0.001 0.1 75 1071 0.0 -9 0.03174048095239132 0.03089853184241237 50 TARGET 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0.024322522804141045 50 TARGET 100 0.001 0.1 75 1071 0.0 -35 0.024454609218119372 0.024143510469884583 50 TARGET 100 0.001 0.1 75 1071 0.0 -36 0.024361293662577766 0.024124000277934654 50 TARGET 100 0.001 0.1 75 1071 0.0 -37 0.02447474703995467 0.02403245567146576 50 TARGET 100 0.001 0.1 75 1071 0.0 -38 0.024213448273463282 0.02396616373549808 50 TARGET 100 0.001 0.1 75 1071 0.0 -39 0.02399861795658415 0.024043691034118336 50 TARGET 100 0.001 0.1 75 1071 0.0 -40 0.024166210639205845 0.023942217456571983 50 TARGET 100 0.001 0.1 75 1071 0.0 -41 0.02418537104897427 0.023941466359026504 50 TARGET 100 0.001 0.1 75 1071 0.0 -42 0.023849761251498153 0.02384506098248742 50 TARGET 100 0.001 0.1 75 1071 0.0 -43 0.023735913814920368 0.023745112290436573 50 TARGET 100 0.001 0.1 75 1071 0.0 -44 0.02386861814418024 0.023761341574065613 50 TARGET 100 0.001 0.1 75 1071 0.0 -45 0.023571990643587178 0.023660054035259014 50 TARGET 100 0.001 0.1 75 1071 0.0 -46 0.023542253313090664 0.023664182164903843 50 TARGET 100 0.001 0.1 75 1071 0.0 -47 0.023617620557947992 0.023696529481447105 50 TARGET 100 0.001 0.1 75 1071 0.0 -48 0.023491031487130557 0.023704537783156742 50 TARGET 100 0.001 0.1 75 1071 0.0 -49 0.02336630943899203 0.02361316369338469 50 TARGET 100 0.001 0.1 75 1071 0.0 -50 0.023500588688033598 0.02346306661087455 50 TARGET 100 0.001 0.1 75 1071 0.0 -51 0.02350811195569207 0.0234663211035006 50 TARGET 100 0.001 0.1 75 1071 0.0 -52 0.023630420962718602 0.023585099162477436 50 TARGET 100 0.001 0.1 75 1071 0.0 -53 0.023354380564005288 0.02352203011061206 50 TARGET 100 0.001 0.1 75 1071 0.0 -54 0.023267507923121003 0.02348260423450759 50 TARGET 100 0.001 0.1 75 1071 0.0 -55 0.023217110766054004 0.023535848171873527 50 TARGET 100 0.001 0.1 75 1071 0.0 -56 0.02310958046854947 0.023430769755081696 50 TARGET 100 0.001 0.1 75 1071 0.0 -57 0.023120748155094958 0.02350523825170416 50 TARGET 100 0.001 0.1 75 1071 0.0 -58 0.02321033186658665 0.023419286265517727 50 TARGET 100 0.001 0.1 75 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50 TARGET 100 0.001 0.1 75 1071 0.0 -96 0.02164144245186438 0.022949781946160576 50 TARGET 100 0.001 0.1 75 1071 0.0 -97 0.021799260399207123 0.022917781307390243 50 TARGET 100 0.001 0.1 75 1071 0.0 -98 0.02166984548873773 0.02297224680131132 50 TARGET 100 0.001 0.1 75 1071 0.0 -99 0.021703069954357966 0.022895314250931595 50 TARGET 100 0.001 0.1 75 1071 0.0 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_50bs_100e_0s_0.5n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_50bs_100e_0s_0.5n_TARGET.tsv deleted file mode 100644 index 83cc987a0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_50bs_100e_0s_0.5n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.0895694074305621 0.07208284397016872 50 TARGET 100 0.001 0.5 75 5567 0.0 -1 0.06896610170452282 0.05715641751885414 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0.03854939075632127 0.033917335511157005 50 TARGET 100 0.001 0.5 75 5567 0.0 -15 0.03795310211452571 0.03376213054765354 50 TARGET 100 0.001 0.5 75 5567 0.0 -16 0.03802394828059858 0.033200766778353485 50 TARGET 100 0.001 0.5 75 5567 0.0 -17 0.0371865941845006 0.032877451316876846 50 TARGET 100 0.001 0.5 75 5567 0.0 -18 0.036455544182146436 0.03241867662379236 50 TARGET 100 0.001 0.5 75 5567 0.0 -19 0.03665360852273225 0.03257238334327033 50 TARGET 100 0.001 0.5 75 5567 0.0 -20 0.03556807236338304 0.03180335270184459 50 TARGET 100 0.001 0.5 75 5567 0.0 -21 0.03529894966569412 0.031803298741579056 50 TARGET 100 0.001 0.5 75 5567 0.0 -22 0.03526640516589788 0.031709664021477554 50 TARGET 100 0.001 0.5 75 5567 0.0 -23 0.03477656102491549 0.03167889312361226 50 TARGET 100 0.001 0.5 75 5567 0.0 -24 0.03501309692759305 0.031420463413903206 50 TARGET 100 0.001 0.5 75 5567 0.0 -25 0.03446479999657833 0.031298393157847 50 TARGET 100 0.001 0.5 75 5567 0.0 -26 0.034763887976155136 0.031107216226783665 50 TARGET 100 0.001 0.5 75 5567 0.0 -27 0.03415808922012246 0.030974898035779144 50 TARGET 100 0.001 0.5 75 5567 0.0 -28 0.033735955353537794 0.030822390182451767 50 TARGET 100 0.001 0.5 75 5567 0.0 -29 0.03385227789431309 0.030609048959432228 50 TARGET 100 0.001 0.5 75 5567 0.0 -30 0.03405087180310227 0.030539249154654415 50 TARGET 100 0.001 0.5 75 5567 0.0 -31 0.03402348570149354 0.030409556898203762 50 TARGET 100 0.001 0.5 75 5567 0.0 -32 0.03379619272068293 0.03011689628615524 50 TARGET 100 0.001 0.5 75 5567 0.0 -33 0.03298729984873674 0.029911294635949714 50 TARGET 100 0.001 0.5 75 5567 0.0 -34 0.03342458709873736 0.02999639900570566 50 TARGET 100 0.001 0.5 75 5567 0.0 -35 0.033007521959968686 0.02984813205672033 50 TARGET 100 0.001 0.5 75 5567 0.0 -36 0.03329669427038844 0.029499721290035683 50 TARGET 100 0.001 0.5 75 5567 0.0 -37 0.03312415374373948 0.02931130739549796 50 TARGET 100 0.001 0.5 75 5567 0.0 -38 0.03300324520127541 0.029621414840221405 50 TARGET 100 0.001 0.5 75 5567 0.0 -39 0.03301419129576346 0.02938913322533622 50 TARGET 100 0.001 0.5 75 5567 0.0 -40 0.03262246578229397 0.029175609293760674 50 TARGET 100 0.001 0.5 75 5567 0.0 -41 0.032257925505790645 0.029046484410311237 50 TARGET 100 0.001 0.5 75 5567 0.0 -42 0.03275329889321969 0.02904865461768526 50 TARGET 100 0.001 0.5 75 5567 0.0 -43 0.03234745673709847 0.029031064135558678 50 TARGET 100 0.001 0.5 75 5567 0.0 -44 0.03246979157029579 0.028964528080188866 50 TARGET 100 0.001 0.5 75 5567 0.0 -45 0.03269223716448654 0.02915171341914119 50 TARGET 100 0.001 0.5 75 5567 0.0 -46 0.03199734390785397 0.02880065662391258 50 TARGET 100 0.001 0.5 75 5567 0.0 -47 0.03235325322608755 0.028706153685396366 50 TARGET 100 0.001 0.5 75 5567 0.0 -48 0.031925451944923966 0.028797752647237343 50 TARGET 100 0.001 0.5 75 5567 0.0 -49 0.032112854849609865 0.028966106248624397 50 TARGET 100 0.001 0.5 75 5567 0.0 -50 0.03237873882757694 0.02886008516405568 50 TARGET 100 0.001 0.5 75 5567 0.0 -51 0.032043323353535 0.02875713151738499 50 TARGET 100 0.001 0.5 75 5567 0.0 -52 0.032261524117404364 0.028682832239252148 50 TARGET 100 0.001 0.5 75 5567 0.0 -53 0.032409320312618006 0.02885254749068708 50 TARGET 100 0.001 0.5 75 5567 0.0 -54 0.03211112065798907 0.028946335568572536 50 TARGET 100 0.001 0.5 75 5567 0.0 -55 0.0316659638764782 0.02879811196841977 50 TARGET 100 0.001 0.5 75 5567 0.0 -56 0.03174741775023215 0.028653652717669804 50 TARGET 100 0.001 0.5 75 5567 0.0 -57 0.03182526950658572 0.02868251959708604 50 TARGET 100 0.001 0.5 75 5567 0.0 -58 0.032288785710278586 0.028679887905265346 50 TARGET 100 0.001 0.5 75 5567 0.0 -59 0.03178703621882782 0.028803052267793453 50 TARGET 100 0.001 0.5 75 5567 0.0 -60 0.032041127219645665 0.02852675493693713 50 TARGET 100 0.001 0.5 75 5567 0.0 -61 0.03146781548481397 0.028631341163859222 50 TARGET 100 0.001 0.5 75 5567 0.0 -62 0.03210969050399182 0.0287295010392413 50 TARGET 100 0.001 0.5 75 5567 0.0 -63 0.03201013010760349 0.02848141634780349 50 TARGET 100 0.001 0.5 75 5567 0.0 -64 0.031921220661112755 0.028440691982254837 50 TARGET 100 0.001 0.5 75 5567 0.0 -65 0.031682855778872365 0.028681736326578892 50 TARGET 100 0.001 0.5 75 5567 0.0 -66 0.031885510210186145 0.028765003789554943 50 TARGET 100 0.001 0.5 75 5567 0.0 -67 0.03181429421811393 0.028509178001320724 50 TARGET 100 0.001 0.5 75 5567 0.0 -68 0.0320378354866597 0.028639678984428898 50 TARGET 100 0.001 0.5 75 5567 0.0 -69 0.03199821943887556 0.02864909279301311 50 TARGET 100 0.001 0.5 75 5567 0.0 -70 0.03183450431308963 0.02849820673917279 50 TARGET 100 0.001 0.5 75 5567 0.0 -71 0.031854014266721326 0.02855707552622665 50 TARGET 100 0.001 0.5 75 5567 0.0 -72 0.03157618701432891 0.0285425866304925 50 TARGET 100 0.001 0.5 75 5567 0.0 -73 0.03190546416323193 0.02837765132161704 50 TARGET 100 0.001 0.5 75 5567 0.0 -74 0.031288798911001545 0.02846404452892867 50 TARGET 100 0.001 0.5 75 5567 0.0 -75 0.03166569667156497 0.028537989340045235 50 TARGET 100 0.001 0.5 75 5567 0.0 -76 0.03122472549829419 0.02831636436960914 50 TARGET 100 0.001 0.5 75 5567 0.0 -77 0.03179859015651624 0.02837467763685819 50 TARGET 100 0.001 0.5 75 5567 0.0 -78 0.031103952496190263 0.02844197681230126 50 TARGET 100 0.001 0.5 75 5567 0.0 -79 0.03143395677911312 0.028262988410212776 50 TARGET 100 0.001 0.5 75 5567 0.0 -80 0.031216011379503642 0.028297023283261242 50 TARGET 100 0.001 0.5 75 5567 0.0 -81 0.031273102513216564 0.02828958009680112 50 TARGET 100 0.001 0.5 75 5567 0.0 -82 0.031333929191183565 0.028156808267037075 50 TARGET 100 0.001 0.5 75 5567 0.0 -83 0.03140682008380842 0.0281946523623033 50 TARGET 100 0.001 0.5 75 5567 0.0 -84 0.031405957936237155 0.028297284561576264 50 TARGET 100 0.001 0.5 75 5567 0.0 -85 0.03102776048836684 0.028344714167443188 50 TARGET 100 0.001 0.5 75 5567 0.0 -86 0.03107036388657912 0.02829718527694543 50 TARGET 100 0.001 0.5 75 5567 0.0 -87 0.031008085449185437 0.02828637273474173 50 TARGET 100 0.001 0.5 75 5567 0.0 -88 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_50bs_100e_0s_0n_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_50bs_100e_0s_0n_TARGET.tsv deleted file mode 100644 index 1b7955a7d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TARGET/paramsweep_75z_0.001lr_50bs_100e_0s_0n_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.07476481608419305 0.052226638929410416 50 TARGET 100 0.001 0.0 75 3423 0.0 -1 0.04710497551594519 0.04319191046736457 50 TARGET 100 0.001 0.0 75 3423 0.0 -2 0.042205590767290455 0.04067931166200927 50 TARGET 100 0.001 0.0 75 3423 0.0 -3 0.038850004010228596 0.03762019640116981 50 TARGET 100 0.001 0.0 75 3423 0.0 -4 0.03553822180036744 0.035402151332660156 50 TARGET 100 0.001 0.0 75 3423 0.0 -5 0.03352358083707917 0.033882147434986 50 TARGET 100 0.001 0.0 75 3423 0.0 -6 0.0320514792244041 0.03267605693051309 50 TARGET 100 0.001 0.0 75 3423 0.0 -7 0.03089020204940428 0.0317113564321489 50 TARGET 100 0.001 0.0 75 3423 0.0 -8 0.02990424156389654 0.030812354814825638 50 TARGET 100 0.001 0.0 75 3423 0.0 -9 0.029033395621662187 0.03000172233265458 50 TARGET 100 0.001 0.0 75 3423 0.0 -10 0.02823974079882055 0.0292399243423433 50 TARGET 100 0.001 0.0 75 3423 0.0 -11 0.027574206611473955 0.028541245808204014 50 TARGET 100 0.001 0.0 75 3423 0.0 -12 0.026985597969205292 0.028035606624502125 50 TARGET 100 0.001 0.0 75 3423 0.0 -13 0.026476101818108798 0.027698379122849667 50 TARGET 100 0.001 0.0 75 3423 0.0 -14 0.026059554268916447 0.027325292710553516 50 TARGET 100 0.001 0.0 75 3423 0.0 -15 0.02569345526572831 0.027012000650619015 50 TARGET 100 0.001 0.0 75 3423 0.0 -16 0.025348083564528712 0.0268022876910188 50 TARGET 100 0.001 0.0 75 3423 0.0 -17 0.025036009492647365 0.026511007976351364 50 TARGET 100 0.001 0.0 75 3423 0.0 -18 0.024747641186421167 0.026390111581845718 50 TARGET 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0.0 -31 0.022751635034578017 0.02484633101884163 50 TARGET 100 0.001 0.0 75 3423 0.0 -32 0.02263344651219821 0.024750511077317325 50 TARGET 100 0.001 0.0 75 3423 0.0 -33 0.022519435702199084 0.02473775167582613 50 TARGET 100 0.001 0.0 75 3423 0.0 -34 0.022434684589053646 0.024643806514866425 50 TARGET 100 0.001 0.0 75 3423 0.0 -35 0.022315545321163102 0.024618734916051228 50 TARGET 100 0.001 0.0 75 3423 0.0 -36 0.022213947071822403 0.02455427994330724 50 TARGET 100 0.001 0.0 75 3423 0.0 -37 0.022116511182150855 0.024480341397451633 50 TARGET 100 0.001 0.0 75 3423 0.0 -38 0.022053354899540092 0.02445949168142044 50 TARGET 100 0.001 0.0 75 3423 0.0 -39 0.02196530694210971 0.02445668772314534 50 TARGET 100 0.001 0.0 75 3423 0.0 -40 0.02190495008972759 0.024362018501216717 50 TARGET 100 0.001 0.0 75 3423 0.0 -41 0.021829843671634944 0.024289799346165222 50 TARGET 100 0.001 0.0 75 3423 0.0 -42 0.021746070541265837 0.024272126964095867 50 TARGET 100 0.001 0.0 75 3423 0.0 -43 0.021688062697649002 0.024235069130857784 50 TARGET 100 0.001 0.0 75 3423 0.0 -44 0.02161909706313602 0.024199228790221794 50 TARGET 100 0.001 0.0 75 3423 0.0 -45 0.02155224112825161 0.024151039338021568 50 TARGET 100 0.001 0.0 75 3423 0.0 -46 0.021496193765690834 0.024108525083372086 50 TARGET 100 0.001 0.0 75 3423 0.0 -47 0.02144426242871718 0.024089103225957264 50 TARGET 100 0.001 0.0 75 3423 0.0 -48 0.02139916043314669 0.024085075396931534 50 TARGET 100 0.001 0.0 75 3423 0.0 -49 0.021338225295296824 0.02403441664170135 50 TARGET 100 0.001 0.0 75 3423 0.0 -50 0.021300925098685704 0.023975726894356987 50 TARGET 100 0.001 0.0 75 3423 0.0 -51 0.021224511743394615 0.023986857384443283 50 TARGET 100 0.001 0.0 75 3423 0.0 -52 0.021202929650342425 0.023943869735706936 50 TARGET 100 0.001 0.0 75 3423 0.0 -53 0.02116430606630314 0.023944588998953503 50 TARGET 100 0.001 0.0 75 3423 0.0 -54 0.02112325852868533 0.023879647593606602 50 TARGET 100 0.001 0.0 75 3423 0.0 -55 0.021068150522532286 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0.050672224624522366 100 1e-05 100 100 1e-06 0.0 8897 TCGA -90 0.04995090941505475 0.049524318745088336 100 1e-05 100 100 1e-06 0.0 8897 TCGA -91 0.04880955309434213 0.04838826215297133 100 1e-05 100 100 1e-06 0.0 8897 TCGA -92 0.04768148245992026 0.047265947239482825 100 1e-05 100 100 1e-06 0.0 8897 TCGA -93 0.04656843473702978 0.046158429141619696 100 1e-05 100 100 1e-06 0.0 8897 TCGA -94 0.04546942753638922 0.04506580979006374 100 1e-05 100 100 1e-06 0.0 8897 TCGA -95 0.04438588658925917 0.043987605234037094 100 1e-05 100 100 1e-06 0.0 8897 TCGA -96 0.04331690606213412 0.04292496256343084 100 1e-05 100 100 1e-06 0.0 8897 TCGA -97 0.04226444282559947 0.04187909165518967 100 1e-05 100 100 1e-06 0.0 8897 TCGA -98 0.041227099832173555 0.04085004696594411 100 1e-05 100 100 1e-06 0.0 8897 TCGA -99 0.040207181031905 0.03983723799038173 100 1e-05 100 100 1e-06 0.0 8897 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_100bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_100bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index 170ef4c35..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.31815460048352306 0.19549777055505532 100 1e-05 100 100 0.001 0.1 8436 TCGA -1 0.19247021299811504 0.19015990871580402 100 1e-05 100 100 0.001 0.1 8436 TCGA -2 0.18983490524753446 0.18919331434384062 100 1e-05 100 100 0.001 0.1 8436 TCGA -3 0.18914699172059504 0.18886219571583235 100 1e-05 100 100 0.001 0.1 8436 TCGA -4 0.18886604048049746 0.18872347653810703 100 1e-05 100 100 0.001 0.1 8436 TCGA -5 0.18871487011460006 0.1886456322729887 100 1e-05 100 100 0.001 0.1 8436 TCGA -6 0.18862454161398884 0.18859689731394227 100 1e-05 100 100 0.001 0.1 8436 TCGA -7 0.1885639273011933 0.18855836920103236 100 1e-05 100 100 0.001 0.1 8436 TCGA -8 0.1885199754887998 0.18852602312313252 100 1e-05 100 100 0.001 0.1 8436 TCGA -9 0.18848493330339486 0.18850044531738339 100 1e-05 100 100 0.001 0.1 8436 TCGA -10 0.18845570795150696 0.1884779747407041 100 1e-05 100 100 0.001 0.1 8436 TCGA -11 0.18843041411274072 0.18845640310090989 100 1e-05 100 100 0.001 0.1 8436 TCGA -12 0.1884069244787621 0.18843482060348568 100 1e-05 100 100 0.001 0.1 8436 TCGA -13 0.18838449441397984 0.18841320411044749 100 1e-05 100 100 0.001 0.1 8436 TCGA -14 0.18836219620759206 0.18839091496850977 100 1e-05 100 100 0.001 0.1 8436 TCGA -15 0.1883393566361468 0.18836842140360693 100 1e-05 100 100 0.001 0.1 8436 TCGA -16 0.18831561194099292 0.18834468497702825 100 1e-05 100 100 0.001 0.1 8436 TCGA -17 0.1882902990994622 0.18831889174092356 100 1e-05 100 100 0.001 0.1 8436 TCGA -18 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_100bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.3265681387504199 0.19707362219017355 100 1e-05 100 100 0.001 0.5 5747 TCGA -1 0.19262174932648526 0.19101515824171766 100 1e-05 100 100 0.001 0.5 5747 TCGA -2 0.18994693877388555 0.18974093141867288 100 1e-05 100 100 0.001 0.5 5747 TCGA -3 0.18922071907353702 0.18927180662227036 100 1e-05 100 100 0.001 0.5 5747 TCGA -4 0.1889159141979735 0.18901834019164943 100 1e-05 100 100 0.001 0.5 5747 TCGA -5 0.1887563565756969 0.1888659346343285 100 1e-05 100 100 0.001 0.5 5747 TCGA -6 0.18865895252340087 0.18877044754411706 100 1e-05 100 100 0.001 0.5 5747 TCGA -7 0.18859235895293433 0.1887058888248463 100 1e-05 100 100 0.001 0.5 5747 TCGA -8 0.18854588022527716 0.18865427389815825 100 1e-05 100 100 0.001 0.5 5747 TCGA -9 0.18851056086064344 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100 100 0.001 0.0 652 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_100bs_100e_0s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_100bs_100e_0s_0.1n_TCGA.tsv deleted file mode 100644 index 2ce284fc4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_100bs_100e_0s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18827897421030185 0.18783315177538887 100 1e-05 100 100 0.0 0.1 295 TCGA -1 0.18659696325065966 0.18439217660594825 100 1e-05 100 100 0.0 0.1 295 TCGA -2 0.18099561165999536 0.17677013972895828 100 1e-05 100 100 0.0 0.1 295 TCGA -3 0.1724982062365703 0.16789086252900223 100 1e-05 100 100 0.0 0.1 295 TCGA -4 0.16406718905063356 0.1601059717598872 100 1e-05 100 100 0.0 0.1 295 TCGA -5 0.1570275083811292 0.15381112934356958 100 1e-05 100 100 0.0 0.1 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-82 0.0736224291215572 0.0734760308235734 100 1e-05 100 100 0.0 0.1 295 TCGA -83 0.0736110882808859 0.07346437852736094 100 1e-05 100 100 0.0 0.1 295 TCGA -84 0.0736037911220392 0.07345274225551279 100 1e-05 100 100 0.0 0.1 295 TCGA -85 0.07359066900547387 0.07344200596887263 100 1e-05 100 100 0.0 0.1 295 TCGA -86 0.07358236554754354 0.07343129753766947 100 1e-05 100 100 0.0 0.1 295 TCGA -87 0.07356951729366323 0.07342084272572742 100 1e-05 100 100 0.0 0.1 295 TCGA -88 0.07355849611857651 0.07340958542260692 100 1e-05 100 100 0.0 0.1 295 TCGA -89 0.07354298900704337 0.07339999270648813 100 1e-05 100 100 0.0 0.1 295 TCGA -90 0.07353503073162633 0.07338978574803127 100 1e-05 100 100 0.0 0.1 295 TCGA -91 0.07352787304392269 0.07338042231510632 100 1e-05 100 100 0.0 0.1 295 TCGA -92 0.073518826964611 0.07336996117578679 100 1e-05 100 100 0.0 0.1 295 TCGA -93 0.07351224804206649 0.07336047609996556 100 1e-05 100 100 0.0 0.1 295 TCGA -94 0.07350305460691985 0.0733516096469745 100 1e-05 100 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_100bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_100bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index f1218eebb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18827968078547655 0.187961105350873 100 1e-05 100 100 0.0 0.0 1590 TCGA -1 0.18675077115535363 0.18473812009221943 100 1e-05 100 100 0.0 0.0 1590 TCGA -2 0.1813304066252184 0.17720198616310578 100 1e-05 100 100 0.0 0.0 1590 TCGA -3 0.17288251873012206 0.16824997392431576 100 1e-05 100 100 0.0 0.0 1590 TCGA -4 0.16435800604035725 0.16025791118791954 100 1e-05 100 100 0.0 0.0 1590 TCGA -5 0.1571699055341062 0.15379279559880646 100 1e-05 100 100 0.0 0.0 1590 TCGA -6 0.15143204759588091 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sparsity noise seed dataset -0 0.1883913777441781 0.18805068836140273 100 1e-05 50 100 1e-06 0.1 8361 TCGA -1 0.18551322325144326 0.18069626982487627 100 1e-05 50 100 1e-06 0.1 8361 TCGA -2 0.1741002352891829 0.16693995136711465 100 1e-05 50 100 1e-06 0.1 8361 TCGA -3 0.16157689244170476 0.15598386496155706 100 1e-05 50 100 1e-06 0.1 8361 TCGA -4 0.15237417443879867 0.14821847037753866 100 1e-05 50 100 1e-06 0.1 8361 TCGA -5 0.14578338901317203 0.142578238218873 100 1e-05 50 100 1e-06 0.1 8361 TCGA -6 0.14086903690067648 0.13825338419957375 100 1e-05 50 100 1e-06 0.1 8361 TCGA -7 0.13697232357398356 0.13471180020864285 100 1e-05 50 100 1e-06 0.1 8361 TCGA -8 0.13369510082384747 0.13167311685468683 100 1e-05 50 100 1e-06 0.1 8361 TCGA -9 0.13083389192197536 0.12894390471017542 100 1e-05 50 100 1e-06 0.1 8361 TCGA -10 0.12819200119631327 0.1264173738546108 100 1e-05 50 100 1e-06 0.1 8361 TCGA -11 0.12572696777972303 0.12399818920460179 100 1e-05 50 100 1e-06 0.1 8361 TCGA -12 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-49 0.07064569301554795 0.07033555145988513 100 1e-05 50 100 1e-06 0.1 8361 TCGA -50 0.07050732478960137 0.07019894824704932 100 1e-05 50 100 1e-06 0.1 8361 TCGA -51 0.07036537894604261 0.07005896086069807 100 1e-05 50 100 1e-06 0.1 8361 TCGA -52 0.07022998543612752 0.06992032850657276 100 1e-05 50 100 1e-06 0.1 8361 TCGA -53 0.07005911537669894 0.06977848862134033 100 1e-05 50 100 1e-06 0.1 8361 TCGA -54 0.06992359745398019 0.06963396577829092 100 1e-05 50 100 1e-06 0.1 8361 TCGA -55 0.06976736382436693 0.06949103724716896 100 1e-05 50 100 1e-06 0.1 8361 TCGA -56 0.06962552795982717 0.06934752427603132 100 1e-05 50 100 1e-06 0.1 8361 TCGA -57 0.0694860467016331 0.06920950897225184 100 1e-05 50 100 1e-06 0.1 8361 TCGA -58 0.06933844366607449 0.06907416337249267 100 1e-05 50 100 1e-06 0.1 8361 TCGA -59 0.06919400373005763 0.06894141592871604 100 1e-05 50 100 1e-06 0.1 8361 TCGA -60 0.06906867182631354 0.06880626576629716 100 1e-05 50 100 1e-06 0.1 8361 TCGA -61 0.06892375561781582 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0.041786142704474866 100 1e-05 50 100 1e-06 0.1 8361 TCGA -99 0.04055670305183389 0.03913841690475018 100 1e-05 50 100 1e-06 0.1 8361 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_50bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_50bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index de0eb671f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_50bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18840981490152436 0.18820806281950006 100 1e-05 50 100 1e-06 0.5 9658 TCGA -1 0.18648600207899735 0.18301548026314932 100 1e-05 50 100 1e-06 0.5 9658 TCGA -2 0.17769966082808988 0.17084526603844896 100 1e-05 50 100 1e-06 0.5 9658 TCGA -3 0.16594580646331109 0.1592471831707499 100 1e-05 50 100 1e-06 0.5 9658 TCGA -4 0.15622784957607377 0.15082090681222216 100 1e-05 50 100 1e-06 0.5 9658 TCGA -5 0.14920309138911445 0.1448316985937818 100 1e-05 50 100 1e-06 0.5 9658 TCGA -6 0.14405264151969224 0.14031284059112395 100 1e-05 50 100 1e-06 0.5 9658 TCGA -7 0.13999160655023318 0.13670909142673915 100 1e-05 50 100 1e-06 0.5 9658 TCGA -8 0.13662385976478209 0.1336626002387186 100 1e-05 50 100 1e-06 0.5 9658 TCGA -9 0.13379975571731118 0.13099703267591084 100 1e-05 50 100 1e-06 0.5 9658 TCGA -10 0.1312289197259429 0.12856797716725413 100 1e-05 50 100 1e-06 0.5 9658 TCGA -11 0.12885436466817599 0.1262980605938926 100 1e-05 50 100 1e-06 0.5 9658 TCGA -12 0.12661326750871765 0.12413457807284503 100 1e-05 50 100 1e-06 0.5 9658 TCGA -13 0.12443422320209346 0.12201936045034446 100 1e-05 50 100 1e-06 0.5 9658 TCGA -14 0.12235347737337492 0.11993559277686641 100 1e-05 50 100 1e-06 0.5 9658 TCGA -15 0.12029364961311213 0.11785104563787355 100 1e-05 50 100 1e-06 0.5 9658 TCGA -16 0.11819449371243178 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_50bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index 3a364be73..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1883685603706229 0.18802131832245006 100 1e-05 50 100 1e-06 0.0 6049 TCGA -1 0.18561720500794462 0.18132543803459436 100 1e-05 50 100 1e-06 0.0 6049 TCGA -2 0.17461584634161617 0.1678333076550134 100 1e-05 50 100 1e-06 0.0 6049 TCGA -3 0.16209411497180756 0.1568770142805636 100 1e-05 50 100 1e-06 0.0 6049 TCGA -4 0.15274395506181598 0.1489891490744586 100 1e-05 50 100 1e-06 0.0 6049 TCGA -5 0.1459624553341487 0.14321080651415052 100 1e-05 50 100 1e-06 0.0 6049 TCGA -6 0.14089192327630481 0.1387658686793629 100 1e-05 50 100 1e-06 0.0 6049 TCGA -7 0.13689296527531067 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0.015583200969936319 0.015082914349459225 100 1e-05 50 100 0.001 0.1 281 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_50bs_100e_0.001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_50bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index a51a6dde4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_50bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.2135965325281761 0.18931404946736954 100 1e-05 50 100 0.001 0.5 1643 TCGA -1 0.18889995662112735 0.18868174662242582 100 1e-05 50 100 0.001 0.5 1643 TCGA -2 0.18858005512950277 0.1885451902097194 100 1e-05 50 100 0.001 0.5 1643 TCGA -3 0.18848593127868554 0.1884841601453235 100 1e-05 50 100 0.001 0.5 1643 TCGA -4 0.18843618318736255 0.1884414135061916 100 1e-05 50 100 0.001 0.5 1643 TCGA -5 0.18839399524233494 0.1883971018707333 100 1e-05 50 100 0.001 0.5 1643 TCGA -6 0.18834814324663984 0.1883448052346407 100 1e-05 50 100 0.001 0.5 1643 TCGA -7 0.1882916349314302 0.1882803321034465 100 1e-05 50 100 0.001 0.5 1643 TCGA -8 0.1882207272494261 0.18819994655386288 100 1e-05 50 100 0.001 0.5 1643 TCGA -9 0.18813180104305546 0.18809923462232753 100 1e-05 50 100 0.001 0.5 1643 TCGA -10 0.1880213040178649 0.18797550526396115 100 1e-05 50 100 0.001 0.5 1643 TCGA -11 0.1878861490238297 0.18782743534550594 100 1e-05 50 100 0.001 0.5 1643 TCGA -12 0.18772318467908652 0.18764981702344502 100 1e-05 50 100 0.001 0.5 1643 TCGA -13 0.18752913725058112 0.18743896244758337 100 1e-05 50 100 0.001 0.5 1643 TCGA -14 0.18730049817100913 0.18719184226426647 100 1e-05 50 100 0.001 0.5 1643 TCGA -15 0.18703405775120646 0.1869051275990117 100 1e-05 50 100 0.001 0.5 1643 TCGA -16 0.18672681285249482 0.1865759639434479 100 1e-05 50 100 0.001 0.5 1643 TCGA -17 0.18637557786641237 0.186200989700442 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_50bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.21732180826977196 0.1893316020618132 100 1e-05 50 100 0.001 0.0 4831 TCGA -1 0.18897852995344033 0.18861731400142362 100 1e-05 50 100 0.001 0.0 4831 TCGA -2 0.1886282412501395 0.1884789442896244 100 1e-05 50 100 0.001 0.0 4831 TCGA -3 0.18852262970013123 0.1884281713159839 100 1e-05 50 100 0.001 0.0 4831 TCGA -4 0.1884752675060955 0.1884015715451696 100 1e-05 50 100 0.001 0.0 4831 TCGA -5 0.18844721816003634 0.1883825775067411 100 1e-05 50 100 0.001 0.0 4831 TCGA -6 0.18842690874555174 0.18836478716764019 100 1e-05 50 100 0.001 0.0 4831 TCGA -7 0.1884079570432422 0.18834662572223337 100 1e-05 50 100 0.001 0.0 4831 TCGA -8 0.18838624684475858 0.18832307492368786 100 1e-05 50 100 0.001 0.0 4831 TCGA -9 0.18835845515123634 0.18829247198212687 100 1e-05 50 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dc97c3763..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_50bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18761144208381159 0.18516327216098058 100 1e-05 50 100 0.0 0.5 1120 TCGA -1 0.17825502848629174 0.169414940641154 100 1e-05 50 100 0.0 0.5 1120 TCGA -2 0.1624417370009574 0.15492543443363516 100 1e-05 50 100 0.0 0.5 1120 TCGA -3 0.15092925215748115 0.14571840941306935 100 1e-05 50 100 0.0 0.5 1120 TCGA -4 0.14340358274644846 0.1395866541407216 100 1e-05 50 100 0.0 0.5 1120 TCGA -5 0.13809594516310258 0.13510534391930354 100 1e-05 50 100 0.0 0.5 1120 TCGA -6 0.13410322491891657 0.13157525561263214 100 1e-05 50 100 0.0 0.5 1120 TCGA -7 0.13080604575164403 0.12860143843607688 100 1e-05 50 100 0.0 0.5 1120 TCGA -8 0.1280129334133296 0.12591144090621315 100 1e-05 50 100 0.0 0.5 1120 TCGA -9 0.12537901208282035 0.12337636955119857 100 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0.06902788100028785 0.06872557485522936 100 1e-05 50 100 0.0 0.5 1120 TCGA -74 0.06901038325728416 0.06871348222595962 100 1e-05 50 100 0.0 0.5 1120 TCGA -75 0.06900331937337989 0.06870112302315295 100 1e-05 50 100 0.0 0.5 1120 TCGA -76 0.06899305867478842 0.06869228966721339 100 1e-05 50 100 0.0 0.5 1120 TCGA -77 0.06899192152358363 0.06868441979489734 100 1e-05 50 100 0.0 0.5 1120 TCGA -78 0.06895842887681568 0.06867104813681175 100 1e-05 50 100 0.0 0.5 1120 TCGA -79 0.06895770308015761 0.06866580004518355 100 1e-05 50 100 0.0 0.5 1120 TCGA -80 0.06894081694507774 0.06865369798100773 100 1e-05 50 100 0.0 0.5 1120 TCGA -81 0.06892361400272846 0.0686426947089895 100 1e-05 50 100 0.0 0.5 1120 TCGA -82 0.06890858048333003 0.06863457979119603 100 1e-05 50 100 0.0 0.5 1120 TCGA -83 0.06889400181526557 0.06862393328592406 100 1e-05 50 100 0.0 0.5 1120 TCGA -84 0.06888382725699536 0.06861499835498369 100 1e-05 50 100 0.0 0.5 1120 TCGA -85 0.06888895528978344 0.06860864353389597 100 1e-05 50 100 0.0 0.5 1120 TCGA -86 0.0688759741504446 0.06858475412705436 100 1e-05 50 100 0.0 0.5 1120 TCGA -87 0.06881025835717013 0.06850971730809714 100 1e-05 50 100 0.0 0.5 1120 TCGA -88 0.06874039723100321 0.06843587329339741 100 1e-05 50 100 0.0 0.5 1120 TCGA -89 0.06869189413843417 0.06840668146933743 100 1e-05 50 100 0.0 0.5 1120 TCGA -90 0.06867668583851093 0.06840065522259803 100 1e-05 50 100 0.0 0.5 1120 TCGA -91 0.06866315222934814 0.06839457378914608 100 1e-05 50 100 0.0 0.5 1120 TCGA -92 0.06865369852618562 0.0683855713911392 100 1e-05 50 100 0.0 0.5 1120 TCGA -93 0.06863684012682553 0.06835397355370786 100 1e-05 50 100 0.0 0.5 1120 TCGA -94 0.06859725314380734 0.06829808042127283 100 1e-05 50 100 0.0 0.5 1120 TCGA -95 0.06855350405473451 0.06827932169389485 100 1e-05 50 100 0.0 0.5 1120 TCGA -96 0.0685497940315148 0.0682694963998531 100 1e-05 50 100 0.0 0.5 1120 TCGA -97 0.06853678757816517 0.06826503256607296 100 1e-05 50 100 0.0 0.5 1120 TCGA -98 0.06852048292102418 0.0682533706477539 100 1e-05 50 100 0.0 0.5 1120 TCGA -99 0.06851610858111871 0.06823873134264395 100 1e-05 50 100 0.0 0.5 1120 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_50bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_50bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index 3e1700460..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00001lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18766997102076274 0.18535186455177902 100 1e-05 50 100 0.0 0.0 6630 TCGA -1 0.17796558436770993 0.16932651887287448 100 1e-05 50 100 0.0 0.0 6630 TCGA -2 0.16127103107231563 0.1545248108742824 100 1e-05 50 100 0.0 0.0 6630 TCGA -3 0.14932218565247876 0.1451809615196295 100 1e-05 50 100 0.0 0.0 6630 TCGA -4 0.14163635532090088 0.1389473103847935 100 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-30 0.07132785404476287 0.07135126548795843 100 1e-05 50 100 0.0 0.0 6630 TCGA -31 0.0712632300862977 0.07128954622613724 100 1e-05 50 100 0.0 0.0 6630 TCGA -32 0.07120643911390702 0.07123500535536052 100 1e-05 50 100 0.0 0.0 6630 TCGA -33 0.07115534456902708 0.07118563934336955 100 1e-05 50 100 0.0 0.0 6630 TCGA -34 0.07110833628879672 0.07113993793126926 100 1e-05 50 100 0.0 0.0 6630 TCGA -35 0.07106444754229552 0.07109711592520901 100 1e-05 50 100 0.0 0.0 6630 TCGA -36 0.0710230847189224 0.07105666275449733 100 1e-05 50 100 0.0 0.0 6630 TCGA -37 0.07098374875119547 0.07101818814349534 100 1e-05 50 100 0.0 0.0 6630 TCGA -38 0.07094651685354234 0.0709824059626565 100 1e-05 50 100 0.0 0.0 6630 TCGA -39 0.0709114005157745 0.07094740410845483 100 1e-05 50 100 0.0 0.0 6630 TCGA -40 0.07087785303376458 0.07091506536881528 100 1e-05 50 100 0.0 0.0 6630 TCGA -41 0.07084677655897259 0.0708847651304911 100 1e-05 50 100 0.0 0.0 6630 TCGA -42 0.07081735342198789 0.07085642731519201 100 1e-05 50 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num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18838940845568114 0.18807280572814558 100 5e-05 100 100 1e-06 0.1 543 TCGA -1 0.18707850090273656 0.18512298870625807 100 5e-05 100 100 1e-06 0.1 543 TCGA -2 0.18198511730627978 0.17798607261037108 100 5e-05 100 100 1e-06 0.1 543 TCGA -3 0.1738138227177885 0.1686740859818818 100 5e-05 100 100 1e-06 0.1 543 TCGA -4 0.16402617355704455 0.158362597751258 100 5e-05 100 100 1e-06 0.1 543 TCGA -5 0.15373928100286496 0.1476500520304819 100 5e-05 100 100 1e-06 0.1 543 TCGA -6 0.14315839455601148 0.13679914139023977 100 5e-05 100 100 1e-06 0.1 543 TCGA -7 0.13236530189842022 0.1259294048176339 100 5e-05 100 100 1e-06 0.1 543 TCGA -8 0.12162699175158413 0.11512674421221766 100 5e-05 100 100 1e-06 0.1 543 TCGA -9 0.11104802155763473 0.10449788914104204 100 5e-05 100 100 1e-06 0.1 543 TCGA -10 0.10048582755800123 0.0941497999145158 100 5e-05 100 100 1e-06 0.1 543 TCGA -11 0.09039723249831122 0.084197850457987 100 5e-05 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TCGA -36 0.006540664429896437 0.006055146090723761 100 5e-05 100 100 1e-06 0.1 543 TCGA -37 0.0063021453654655306 0.005849778921291906 100 5e-05 100 100 1e-06 0.1 543 TCGA -38 0.0060951727701704286 0.00567419698752051 100 5e-05 100 100 1e-06 0.1 543 TCGA -39 0.005939900370395593 0.005523006754679296 100 5e-05 100 100 1e-06 0.1 543 TCGA -40 0.005769122973145159 0.005395180449807015 100 5e-05 100 100 1e-06 0.1 543 TCGA -41 0.005657967786220554 0.005284771379364196 100 5e-05 100 100 1e-06 0.1 543 TCGA -42 0.005554809244808036 0.0051872863167494385 100 5e-05 100 100 1e-06 0.1 543 TCGA -43 0.0054524827448422285 0.005104548854744015 100 5e-05 100 100 1e-06 0.1 543 TCGA -44 0.005380377978546363 0.00503224407055944 100 5e-05 100 100 1e-06 0.1 543 TCGA -45 0.005290463118998866 0.0049663420050550045 100 5e-05 100 100 1e-06 0.1 543 TCGA -46 0.005232703252200161 0.004909349338680356 100 5e-05 100 100 1e-06 0.1 543 TCGA -47 0.0051699453240894805 0.004857489944496496 100 5e-05 100 100 1e-06 0.1 543 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-76 0.00612139642745496 0.006025254960410559 100 5e-05 100 100 0.001 0.1 8529 TCGA -77 0.005889474138291517 0.005804768609042144 100 5e-05 100 100 0.001 0.1 8529 TCGA -78 0.005680139745434991 0.005605928169273252 100 5e-05 100 100 0.001 0.1 8529 TCGA -79 0.005491368141223233 0.005426635743404303 100 5e-05 100 100 0.001 0.1 8529 TCGA -80 0.0053212709534355696 0.005265197339912306 100 5e-05 100 100 0.001 0.1 8529 TCGA -81 0.005168107803495155 0.005119796491335684 100 5e-05 100 100 0.001 0.1 8529 TCGA -82 0.005030313163674733 0.004989140833161734 100 5e-05 100 100 0.001 0.1 8529 TCGA -83 0.004906452258728434 0.004871633898317065 100 5e-05 100 100 0.001 0.1 8529 TCGA -84 0.004795173465993947 0.004766090169324348 100 5e-05 100 100 0.001 0.1 8529 TCGA -85 0.004695268897255499 0.004671365925901799 100 5e-05 100 100 0.001 0.1 8529 TCGA -86 0.004605619334595496 0.004586428181553756 100 5e-05 100 100 0.001 0.1 8529 TCGA -87 0.0045252044018632845 0.004510267270289025 100 5e-05 100 100 0.001 0.1 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0.001 0.1 8529 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_100bs_100e_0.001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_100bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index 276f6615a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_100bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.21347722490326956 0.18841009575817452 100 5e-05 100 100 0.001 0.5 5016 TCGA -1 0.18842193613708091 0.18839525599875043 100 5e-05 100 100 0.001 0.5 5016 TCGA -2 0.18839471622800863 0.18836284709635692 100 5e-05 100 100 0.001 0.5 5016 TCGA -3 0.1883405915097954 0.18828693107144917 100 5e-05 100 100 0.001 0.5 5016 TCGA -4 0.18823145940369268 0.18814141277092786 100 5e-05 100 100 0.001 0.5 5016 TCGA -5 0.1880394836507454 0.18789928440173068 100 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_100bs_100e_0.001s_0n_TCGA.tsv deleted file mode 100644 index 5091fd9cc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_100bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.2157009787119876 0.18850929129063784 100 5e-05 100 100 0.001 0.0 8861 TCGA -1 0.18839230488115474 0.18847873821929473 100 5e-05 100 100 0.001 0.0 8861 TCGA -2 0.188336785261899 0.18839223300991345 100 5e-05 100 100 0.001 0.0 8861 TCGA -3 0.18819631980770546 0.18818880535250332 100 5e-05 100 100 0.001 0.0 8861 TCGA -4 0.18791042303371036 0.18780853041452378 100 5e-05 100 100 0.001 0.0 8861 TCGA -5 0.18742238416750526 0.1872022371346028 100 5e-05 100 100 0.001 0.0 8861 TCGA -6 0.1866877454790716 0.18632959263708124 100 5e-05 100 100 0.001 0.0 8861 TCGA -7 0.18567118837885566 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-56 0.013517247023313942 0.013099194841281553 100 5e-05 100 100 0.001 0.0 8861 TCGA -57 0.01261417700291904 0.012236862139186667 100 5e-05 100 100 0.001 0.0 8861 TCGA -58 0.011790403894263429 0.011450769361014941 100 5e-05 100 100 0.001 0.0 8861 TCGA -59 0.01103976328933857 0.01073460051106598 100 5e-05 100 100 0.001 0.0 8861 TCGA -60 0.010356342076310516 0.01008300550150961 100 5e-05 100 100 0.001 0.0 8861 TCGA -61 0.009734642431194002 0.009490338776578856 100 5e-05 100 100 0.001 0.0 8861 TCGA -62 0.0091695328179561 0.00895199977591559 100 5e-05 100 100 0.001 0.0 8861 TCGA -63 0.0086563351044444 0.008463181742471666 100 5e-05 100 100 0.001 0.0 8861 TCGA -64 0.008190590841794422 0.008019695942987449 100 5e-05 100 100 0.001 0.0 8861 TCGA -65 0.007768272950963385 0.007617793469479186 100 5e-05 100 100 0.001 0.0 8861 TCGA -66 0.007385568267797097 0.007253720200428711 100 5e-05 100 100 0.001 0.0 8861 TCGA -67 0.007038979721195827 0.006924107577183738 100 5e-05 100 100 0.001 0.0 8861 TCGA -68 0.00672535689196086 0.006625803608690674 100 5e-05 100 100 0.001 0.0 8861 TCGA -69 0.0064417027022354014 0.006356222445061009 100 5e-05 100 100 0.001 0.0 8861 TCGA -70 0.006185324706408707 0.006112561320146574 100 5e-05 100 100 0.001 0.0 8861 TCGA -71 0.005953714230155733 0.005892552952539531 100 5e-05 100 100 0.001 0.0 8861 TCGA -72 0.0057445853689852 0.005694025619676215 100 5e-05 100 100 0.001 0.0 8861 TCGA -73 0.005555887469718922 0.0055147946634371975 100 5e-05 100 100 0.001 0.0 8861 TCGA -74 0.005385667327912039 0.005353244218095463 100 5e-05 100 100 0.001 0.0 8861 TCGA -75 0.005232211573290391 0.005207599178143781 100 5e-05 100 100 0.001 0.0 8861 TCGA -76 0.0050939137578357345 0.005076400966069956 100 5e-05 100 100 0.001 0.0 8861 TCGA -77 0.00496931948584396 0.004958192321785431 100 5e-05 100 100 0.001 0.0 8861 TCGA -78 0.004857087061310193 0.004851769185601616 100 5e-05 100 100 0.001 0.0 8861 TCGA -79 0.0047560360475286025 0.004755973170076183 100 5e-05 100 100 0.001 0.0 8861 TCGA -80 0.004665063542398804 0.004669716296221443 100 5e-05 100 100 0.001 0.0 8861 TCGA -81 0.004583174611488258 0.004592134715549311 100 5e-05 100 100 0.001 0.0 8861 TCGA -82 0.0045094661338113224 0.004522265187796935 100 5e-05 100 100 0.001 0.0 8861 TCGA -83 0.004443110311161658 0.0044594041970394665 100 5e-05 100 100 0.001 0.0 8861 TCGA -84 0.004383385739087449 0.004402834414293868 100 5e-05 100 100 0.001 0.0 8861 TCGA -85 0.004329623137730143 0.004351882217217929 100 5e-05 100 100 0.001 0.0 8861 TCGA -86 0.004281195447517085 0.004306079599837862 100 5e-05 100 100 0.001 0.0 8861 TCGA -87 0.004237587070848303 0.004264791519498106 100 5e-05 100 100 0.001 0.0 8861 TCGA -88 0.004198278970810578 0.0042275652972672455 100 5e-05 100 100 0.001 0.0 8861 TCGA -89 0.004162842433967003 0.004194069576529252 100 5e-05 100 100 0.001 0.0 8861 TCGA -90 0.004130880360962797 0.004163834182124342 100 5e-05 100 100 0.001 0.0 8861 TCGA -91 0.004102032680597931 0.004136528321378045 100 5e-05 100 100 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_100bs_100e_0s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18360960239384214 0.17001784454338514 100 5e-05 100 100 0.0 0.1 3584 TCGA -1 0.1532177694432104 0.14037281214891367 100 5e-05 100 100 0.0 0.1 3584 TCGA -2 0.13429003852973734 0.1286222085581353 100 5e-05 100 100 0.0 0.1 3584 TCGA -3 0.12495717721544135 0.12041797170686962 100 5e-05 100 100 0.0 0.1 3584 TCGA -4 0.11620140062876479 0.11014032569812171 100 5e-05 100 100 0.0 0.1 3584 TCGA -5 0.102029794522103 0.09122279204016355 100 5e-05 100 100 0.0 0.1 3584 TCGA -6 0.08452105309840412 0.07874909990546691 100 5e-05 100 100 0.0 0.1 3584 TCGA -7 0.07739957327627953 0.07545206471154438 100 5e-05 100 100 0.0 0.1 3584 TCGA -8 0.0753715703096929 0.07444134908704901 100 5e-05 100 100 0.0 0.1 3584 TCGA -9 0.07465251671564686 0.0740431310917864 100 5e-05 100 100 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4760 TCGA -91 0.07018011253364971 0.0694483016528676 100 5e-05 100 100 0.0 0.5 4760 TCGA -92 0.06999500349491672 0.06937670116149001 100 5e-05 100 100 0.0 0.5 4760 TCGA -93 0.06990769416848946 0.06933316498545546 100 5e-05 100 100 0.0 0.5 4760 TCGA -94 0.06980028772047421 0.06912095927113864 100 5e-05 100 100 0.0 0.5 4760 TCGA -95 0.0696138963252988 0.06898695193043905 100 5e-05 100 100 0.0 0.5 4760 TCGA -96 0.06946367092571137 0.06883001069177934 100 5e-05 100 100 0.0 0.5 4760 TCGA -97 0.0693691557925891 0.06878443054817429 100 5e-05 100 100 0.0 0.5 4760 TCGA -98 0.06931840278601617 0.06864872496181997 100 5e-05 100 100 0.0 0.5 4760 TCGA -99 0.0689343726269727 0.06806623336657806 100 5e-05 100 100 0.0 0.5 4760 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_100bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_100bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index 773af2aa6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18367713914510728 0.17020151333593245 100 5e-05 100 100 0.0 0.0 6888 TCGA -1 0.15336933100325997 0.141008777759183 100 5e-05 100 100 0.0 0.0 6888 TCGA -2 0.13470881961794196 0.12960082247628638 100 5e-05 100 100 0.0 0.0 6888 TCGA -3 0.12566976945459318 0.12187462165277807 100 5e-05 100 100 0.0 0.0 6888 TCGA -4 0.11763999728149756 0.11290460802502368 100 5e-05 100 100 0.0 0.0 6888 TCGA -5 0.10566875386123666 0.09673278906087779 100 5e-05 100 100 0.0 0.0 6888 TCGA -6 0.0877482830207387 0.08083536775417663 100 5e-05 100 100 0.0 0.0 6888 TCGA -7 0.07782658461228933 0.07585404030791479 100 5e-05 100 100 0.0 0.0 6888 TCGA -8 0.07499213296579509 0.07435827833324221 100 5e-05 100 100 0.0 0.0 6888 TCGA -9 0.07403655512958436 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6888 TCGA -72 0.0717186089469953 0.07172736312126994 100 5e-05 100 100 0.0 0.0 6888 TCGA -73 0.07170978773317509 0.07171801455206607 100 5e-05 100 100 0.0 0.0 6888 TCGA -74 0.07170098036185002 0.0717100182070804 100 5e-05 100 100 0.0 0.0 6888 TCGA -75 0.07169237719248522 0.07170306112448774 100 5e-05 100 100 0.0 0.0 6888 TCGA -76 0.0716842504710754 0.07169532438917975 100 5e-05 100 100 0.0 0.0 6888 TCGA -77 0.07167617455399293 0.07168676659240196 100 5e-05 100 100 0.0 0.0 6888 TCGA -78 0.07166840796615545 0.07167931578716441 100 5e-05 100 100 0.0 0.0 6888 TCGA -79 0.07166055712164053 0.07167272026365126 100 5e-05 100 100 0.0 0.0 6888 TCGA -80 0.07165292076802252 0.07166532202431904 100 5e-05 100 100 0.0 0.0 6888 TCGA -81 0.07164544382639157 0.07165819009644302 100 5e-05 100 100 0.0 0.0 6888 TCGA -82 0.07163810752850316 0.07165083109433927 100 5e-05 100 100 0.0 0.0 6888 TCGA -83 0.07163114589776746 0.07164388318457196 100 5e-05 100 100 0.0 0.0 6888 TCGA -84 0.07162414544484141 0.07163799355677025 100 5e-05 100 100 0.0 0.0 6888 TCGA -85 0.07161720724530432 0.07163114527511837 100 5e-05 100 100 0.0 0.0 6888 TCGA -86 0.07161054590232326 0.07162514231612335 100 5e-05 100 100 0.0 0.0 6888 TCGA -87 0.0716039149047195 0.07161819159834829 100 5e-05 100 100 0.0 0.0 6888 TCGA -88 0.07159743279481469 0.07161289498434593 100 5e-05 100 100 0.0 0.0 6888 TCGA -89 0.07159114157329222 0.07160686214814833 100 5e-05 100 100 0.0 0.0 6888 TCGA -90 0.07158478349280924 0.07160124362413607 100 5e-05 100 100 0.0 0.0 6888 TCGA -91 0.07157874049978313 0.07159519906918607 100 5e-05 100 100 0.0 0.0 6888 TCGA -92 0.0715728904010329 0.07158976718408977 100 5e-05 100 100 0.0 0.0 6888 TCGA -93 0.07156708416914564 0.0715839592131538 100 5e-05 100 100 0.0 0.0 6888 TCGA -94 0.07156150549141234 0.07157870071317682 100 5e-05 100 100 0.0 0.0 6888 TCGA -95 0.07155561851815116 0.07157294186365665 100 5e-05 100 100 0.0 0.0 6888 TCGA -96 0.07155020525761116 0.0715682887701533 100 5e-05 100 100 0.0 0.0 6888 TCGA -97 0.07154470700523206 0.07156289578532454 100 5e-05 100 100 0.0 0.0 6888 TCGA -98 0.07153932721284315 0.07155816406760383 100 5e-05 100 100 0.0 0.0 6888 TCGA -99 0.07153422209564257 0.07155311470804503 100 5e-05 100 100 0.0 0.0 6888 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_50bs_100e_0.000001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_50bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index 727a49ab8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_50bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18136210522390606 0.16213889113023652 100 5e-05 50 100 1e-06 0.1 8205 TCGA -1 0.1460922437595568 0.135106984544639 100 5e-05 50 100 1e-06 0.1 8205 TCGA -2 0.1281923536148464 0.12178104322160309 100 5e-05 50 100 1e-06 0.1 8205 TCGA -3 0.11557544851019681 0.10949026265336041 100 5e-05 50 100 1e-06 0.1 8205 TCGA -4 0.10323577315090943 0.09709808481248779 100 5e-05 50 100 1e-06 0.1 8205 TCGA -5 0.09106978145191506 0.08523363152041508 100 5e-05 50 100 1e-06 0.1 8205 TCGA -6 0.07980463199649276 0.07456672390052421 100 5e-05 50 100 1e-06 0.1 8205 TCGA -7 0.06985672003335819 0.06528403288006183 100 5e-05 50 100 1e-06 0.1 8205 TCGA -8 0.06095554878724607 0.05639784550996282 100 5e-05 50 100 1e-06 0.1 8205 TCGA -9 0.05143869192344574 0.04601846642829665 100 5e-05 50 100 1e-06 0.1 8205 TCGA -10 0.04051044923332882 0.03490092234695377 100 5e-05 50 100 1e-06 0.1 8205 TCGA -11 0.030156102202993203 0.025700950199485425 100 5e-05 50 100 1e-06 0.1 8205 TCGA -12 0.022283271648873774 0.019070496483139656 100 5e-05 50 100 1e-06 0.1 8205 TCGA -13 0.016721644739333786 0.014479953337030196 100 5e-05 50 100 1e-06 0.1 8205 TCGA -14 0.012897729010736287 0.011317904350633299 100 5e-05 50 100 1e-06 0.1 8205 TCGA -15 0.01024198356193781 0.009134677688043621 100 5e-05 50 100 1e-06 0.1 8205 TCGA -16 0.008414742356846725 0.007631387636439884 100 5e-05 50 100 1e-06 0.1 8205 TCGA -17 0.007150216750053805 0.006579275727365634 100 5e-05 50 100 1e-06 0.1 8205 TCGA -18 0.006257320418095237 0.00583979669939633 100 5e-05 50 100 1e-06 0.1 8205 TCGA -19 0.005628357265969565 0.005314055764720068 100 5e-05 50 100 1e-06 0.1 8205 TCGA -20 0.005177070033524565 0.0049385060743433445 100 5e-05 50 100 1e-06 0.1 8205 TCGA -21 0.00485050483360489 0.004664554784832587 100 5e-05 50 100 1e-06 0.1 8205 TCGA -22 0.004618782165649172 0.004463469434117702 100 5e-05 50 100 1e-06 0.1 8205 TCGA -23 0.004441814155676796 0.004309708009188499 100 5e-05 50 100 1e-06 0.1 8205 TCGA -24 0.0043141891731701704 0.004189156454487063 100 5e-05 50 100 1e-06 0.1 8205 TCGA -25 0.004208485931808817 0.004094140649768501 100 5e-05 50 100 1e-06 0.1 8205 TCGA -26 0.004118597599647491 0.004014185286974113 100 5e-05 50 100 1e-06 0.1 8205 TCGA -27 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-40 0.0038966089731627246 0.0037192514086675705 100 5e-05 50 100 1e-06 0.5 1396 TCGA -41 0.003872604427861474 0.0036925740642987904 100 5e-05 50 100 1e-06 0.5 1396 TCGA -42 0.003835598938375003 0.0036681093188966787 100 5e-05 50 100 1e-06 0.5 1396 TCGA -43 0.003795905837131982 0.003640773467457474 100 5e-05 50 100 1e-06 0.5 1396 TCGA -44 0.0037791982279303106 0.0036155721769392042 100 5e-05 50 100 1e-06 0.5 1396 TCGA -45 0.003738755432389679 0.0035935061604683125 100 5e-05 50 100 1e-06 0.5 1396 TCGA -46 0.0037232068922052157 0.003572804379468812 100 5e-05 50 100 1e-06 0.5 1396 TCGA -47 0.003713880670200258 0.0035553577217980097 100 5e-05 50 100 1e-06 0.5 1396 TCGA -48 0.003684006042969559 0.0035394617267439712 100 5e-05 50 100 1e-06 0.5 1396 TCGA -49 0.0036762212202487675 0.0035194975555635725 100 5e-05 50 100 1e-06 0.5 1396 TCGA -50 0.003650377957584451 0.003504491840540689 100 5e-05 50 100 1e-06 0.5 1396 TCGA -51 0.0036397925949173023 0.003487973190825339 100 5e-05 50 100 1e-06 0.5 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0.0031547834511715263 100 5e-05 50 100 1e-06 0.5 1396 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_50bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_50bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index 33b5f4e84..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.17998099478610538 0.1600680757108046 100 5e-05 50 100 1e-06 0.0 9566 TCGA -1 0.1455153426177694 0.1355595193316589 100 5e-05 50 100 1e-06 0.0 9566 TCGA -2 0.12855207975710564 0.1223639797924751 100 5e-05 50 100 1e-06 0.0 9566 TCGA -3 0.11600942488912361 0.1099902917092769 100 5e-05 50 100 1e-06 0.0 9566 TCGA -4 0.10351117023806684 0.09741007854890583 100 5e-05 50 100 1e-06 0.0 9566 TCGA -5 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_50bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_50bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index e7669b656..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_50bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1945553613848047 0.18832186628226658 100 5e-05 50 100 0.001 0.1 3015 TCGA -1 0.18832127468496018 0.18811968627886558 100 5e-05 50 100 0.001 0.1 3015 TCGA -2 0.18789659021541813 0.18740316671342705 100 5e-05 50 100 0.001 0.1 3015 TCGA -3 0.186769484502288 0.1858007772334257 100 5e-05 50 100 0.001 0.1 3015 TCGA -4 0.18460588760774627 0.1830264848830113 100 5e-05 50 100 0.001 0.1 3015 TCGA -5 0.18117130650302 0.1788973594131182 100 5e-05 50 100 0.001 0.1 3015 TCGA -6 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_50bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index 3efac7360..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_50bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.19532772106296156 0.18838229513348048 100 5e-05 50 100 0.001 0.5 4564 TCGA -1 0.18828544334510247 0.18812173140707927 100 5e-05 50 100 0.001 0.5 4564 TCGA -2 0.1878021494334185 0.18737062414986405 100 5e-05 50 100 0.001 0.5 4564 TCGA -3 0.1867204143264781 0.18592336092462491 100 5e-05 50 100 0.001 0.5 4564 TCGA -4 0.18486625351654604 0.1836299025383427 100 5e-05 50 100 0.001 0.5 4564 TCGA -5 0.18210196376465596 0.1803650016610946 100 5e-05 50 100 0.001 0.5 4564 TCGA -6 0.17831252777113393 0.17602583571295044 100 5e-05 50 100 0.001 0.5 4564 TCGA -7 0.17341145170175387 0.1705445197209641 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_50bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1970105852142936 0.1884083131599666 100 5e-05 50 100 0.001 0.0 686 TCGA -1 0.18837247581830022 0.18832586466068 100 5e-05 50 100 0.001 0.0 686 TCGA -2 0.18818137413430314 0.187985243060481 100 5e-05 50 100 0.001 0.0 686 TCGA -3 0.18759840137059833 0.18711237968811437 100 5e-05 50 100 0.001 0.0 686 TCGA -4 0.18635906977823288 0.185462350372094 100 5e-05 50 100 0.001 0.0 686 TCGA -5 0.18424142346423125 0.18283766066309196 100 5e-05 50 100 0.001 0.0 686 TCGA -6 0.18107154245208398 0.17909022139843983 100 5e-05 50 100 0.001 0.0 686 TCGA -7 0.17672884392411012 0.17412879336718937 100 5e-05 50 100 0.001 0.0 686 TCGA -8 0.17115272451177588 0.1679250785154314 100 5e-05 50 100 0.001 0.0 686 TCGA -9 0.16434724646223245 0.16051634449755128 100 5e-05 50 100 0.001 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0.05007798920596254 0.04987894223263515 100 5e-05 50 100 0.0 0.1 9954 TCGA -90 0.05004263566795478 0.04987053062074148 100 5e-05 50 100 0.0 0.1 9954 TCGA -91 0.04988830501717014 0.04955779414755016 100 5e-05 50 100 0.0 0.1 9954 TCGA -92 0.04961149859476973 0.049336933498107007 100 5e-05 50 100 0.0 0.1 9954 TCGA -93 0.04940753271494517 0.04918034951291492 100 5e-05 50 100 0.0 0.1 9954 TCGA -94 0.04922071053458452 0.04888238800904859 100 5e-05 50 100 0.0 0.1 9954 TCGA -95 0.04904472372344009 0.04887208898537722 100 5e-05 50 100 0.0 0.1 9954 TCGA -96 0.04891121934362123 0.04864932557371394 100 5e-05 50 100 0.0 0.1 9954 TCGA -97 0.04877642367065505 0.04852809274016912 100 5e-05 50 100 0.0 0.1 9954 TCGA -98 0.048600582381599595 0.04838607630612862 100 5e-05 50 100 0.0 0.1 9954 TCGA -99 0.04853601893508843 0.048299403028122745 100 5e-05 50 100 0.0 0.1 9954 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_50bs_100e_0s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_50bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index 0702aa0bd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.00005lr_50bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.17052795801601556 0.14244084913826469 100 5e-05 50 100 0.0 0.5 498 TCGA -1 0.13227750747923553 0.1234569947174446 100 5e-05 50 100 0.0 0.5 498 TCGA -2 0.116186756266023 0.1045963551530886 100 5e-05 50 100 0.0 0.5 498 TCGA -3 0.09039891610415417 0.07554636704712057 100 5e-05 50 100 0.0 0.5 498 TCGA -4 0.0738706276118456 0.07014367662033244 100 5e-05 50 100 0.0 0.5 498 TCGA -5 0.0708688375102328 0.06931945378307122 100 5e-05 50 100 0.0 0.5 498 TCGA -6 0.07008520194676215 0.06916952219290949 100 5e-05 50 100 0.0 0.5 498 TCGA -7 0.06982795133203758 0.06912557069380679 100 5e-05 50 100 0.0 0.5 498 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-29 0.07076723801762361 0.07075853316328633 100 5e-05 50 100 0.0 0.0 1238 TCGA -30 0.0707385097664107 0.0707319461969874 100 5e-05 50 100 0.0 0.0 1238 TCGA -31 0.07071180285380506 0.07070710180542576 100 5e-05 50 100 0.0 0.0 1238 TCGA -32 0.0706870279634873 0.07068213902825686 100 5e-05 50 100 0.0 0.0 1238 TCGA -33 0.0706633229163332 0.07065905331067704 100 5e-05 50 100 0.0 0.0 1238 TCGA -34 0.07064152191540587 0.07063924128086722 100 5e-05 50 100 0.0 0.0 1238 TCGA -35 0.07062083410889405 0.07061872930832244 100 5e-05 50 100 0.0 0.0 1238 TCGA -36 0.07060071077846046 0.07060054554861395 100 5e-05 50 100 0.0 0.0 1238 TCGA -37 0.07058232023818031 0.07058328476233698 100 5e-05 50 100 0.0 0.0 1238 TCGA -38 0.07056414044146853 0.07056595493650916 100 5e-05 50 100 0.0 0.0 1238 TCGA -39 0.07054748198695049 0.07055022649878832 100 5e-05 50 100 0.0 0.0 1238 TCGA -40 0.07053138446576335 0.07053475295329213 100 5e-05 50 100 0.0 0.0 1238 TCGA -41 0.07051610032859318 0.0705194947632713 100 5e-05 50 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-67 0.06978623322183658 0.06980284876260326 100 5e-05 50 100 0.0 0.0 1238 TCGA -68 0.06965223866882754 0.06963357247000364 100 5e-05 50 100 0.0 0.0 1238 TCGA -69 0.06953215764055615 0.06948280031207818 100 5e-05 50 100 0.0 0.0 1238 TCGA -70 0.06940745879415822 0.06941593614355404 100 5e-05 50 100 0.0 0.0 1238 TCGA -71 0.06939159194740391 0.06941069898443605 100 5e-05 50 100 0.0 0.0 1238 TCGA -72 0.06937834651495599 0.06934877425132685 100 5e-05 50 100 0.0 0.0 1238 TCGA -73 0.06926485240619115 0.06919956967309492 100 5e-05 50 100 0.0 0.0 1238 TCGA -74 0.06917375896073223 0.06919306921000457 100 5e-05 50 100 0.0 0.0 1238 TCGA -75 0.06916798459444345 0.06918715127748461 100 5e-05 50 100 0.0 0.0 1238 TCGA -76 0.06909484118605741 0.06901757812230432 100 5e-05 50 100 0.0 0.0 1238 TCGA -77 0.06893554937711105 0.06885632247331754 100 5e-05 50 100 0.0 0.0 1238 TCGA -78 0.06882934384393112 0.06884920997685523 100 5e-05 50 100 0.0 0.0 1238 TCGA -79 0.06881222473080104 0.06870250553641487 100 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0005lr_100bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1815884849837295 0.1587537777184242 100 0.0005 100 100 1e-06 0.1 1975 TCGA -1 0.10220785820774567 0.04697048967357856 100 0.0005 100 100 1e-06 0.1 1975 TCGA -2 0.0241782961402661 0.011797909868235265 100 0.0005 100 100 1e-06 0.1 1975 TCGA -3 0.008398535200156116 0.006378964031929496 100 0.0005 100 100 1e-06 0.1 1975 TCGA -4 0.0055410815079568925 0.005013073167422009 100 0.0005 100 100 1e-06 0.1 1975 TCGA -5 0.004687464596415281 0.004504149611196925 100 0.0005 100 100 1e-06 0.1 1975 TCGA -6 0.004332748089118326 0.004263422859074483 100 0.0005 100 100 1e-06 0.1 1975 TCGA -7 0.004152986815007773 0.004131432854331768 100 0.0005 100 100 1e-06 0.1 1975 TCGA -8 0.004049716935457604 0.004051557236617834 100 0.0005 100 100 1e-06 0.1 1975 TCGA -9 0.00398515061688338 0.003999767809797396 100 0.0005 100 100 1e-06 0.1 1975 TCGA -10 0.003942196133759325 0.003964446345812187 100 0.0005 100 100 1e-06 0.1 1975 TCGA -11 0.003912328664531102 0.003939480872955829 100 0.0005 100 100 1e-06 0.1 1975 TCGA -12 0.003890790864677634 0.003920981549334961 100 0.0005 100 100 1e-06 0.1 1975 TCGA -13 0.00387484843133512 0.0039072149004974405 100 0.0005 100 100 1e-06 0.1 1975 TCGA -14 0.003862691267299659 0.003896480478842429 100 0.0005 100 100 1e-06 0.1 1975 TCGA -15 0.00385327669130211 0.003888138714971854 100 0.0005 100 100 1e-06 0.1 1975 TCGA -16 0.003845905924135037 0.0038816034162052013 100 0.0005 100 100 1e-06 0.1 1975 TCGA -17 0.0038399871673469484 0.0038763724288542814 100 0.0005 100 100 1e-06 0.1 1975 TCGA -18 0.0038352044589691947 0.0038721880924667993 100 0.0005 100 100 1e-06 0.1 1975 TCGA -19 0.003831256221335758 0.0038683882565822584 100 0.0005 100 100 1e-06 0.1 1975 TCGA -20 0.003828067024698819 0.003865550991718718 100 0.0005 100 100 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0005lr_100bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index 739052d2b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0005lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1818101071731921 0.159651269715036 100 0.0005 100 100 1e-06 0.5 5203 TCGA -1 0.10362244966278879 0.04815342342808618 100 0.0005 100 100 1e-06 0.5 5203 TCGA -2 0.02472682912168788 0.012031137353586192 100 0.0005 100 100 1e-06 0.5 5203 TCGA -3 0.00847014166646139 0.006471882595320293 100 0.0005 100 100 1e-06 0.5 5203 TCGA -4 0.005543867768749939 0.005088392207539411 100 0.0005 100 100 1e-06 0.5 5203 TCGA -5 0.004678451697510399 0.004578815281728104 100 0.0005 100 100 1e-06 0.5 5203 TCGA -6 0.004321664672909184 0.00433977125867752 100 0.0005 100 100 1e-06 0.5 5203 TCGA -7 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0005lr_100bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0005lr_100bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index e2aeee785..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0005lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1818240216509787 0.15977702952509548 100 0.0005 100 100 1e-06 0.0 5755 TCGA -1 0.10381770787592418 0.04830870893432866 100 0.0005 100 100 1e-06 0.0 5755 TCGA -2 0.02485411185723408 0.011950877064548844 100 0.0005 100 100 1e-06 0.0 5755 TCGA -3 0.008508825745861443 0.006330368476428428 100 0.0005 100 100 1e-06 0.0 5755 TCGA -4 0.005566907587958801 0.004928189804824303 100 0.0005 100 100 1e-06 0.0 5755 TCGA -5 0.004698998932527609 0.004409419136337149 100 0.0005 100 100 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0.0005 100 100 0.0 0.5 8603 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0005lr_100bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0005lr_100bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index 53a123320..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0005lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.13320146509214284 0.08249137430784091 100 0.0005 100 100 0.0 0.0 8202 TCGA -1 0.07388043457265676 0.07243899682808162 100 0.0005 100 100 0.0 0.0 8202 TCGA -2 0.07222544089107724 0.07189643600178723 100 0.0005 100 100 0.0 0.0 8202 TCGA -3 0.07182027648114403 0.07162909973506353 100 0.0005 100 100 0.0 0.0 8202 TCGA -4 0.07157294074380513 0.07145590350106733 100 0.0005 100 100 0.0 0.0 8202 TCGA -5 0.0714096277029084 0.07131296748192466 100 0.0005 100 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0005lr_50bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1209634107730194 0.04194350274813235 100 0.0005 50 100 1e-06 0.1 3401 TCGA -1 0.014558427711248727 0.0056547156942250145 100 0.0005 50 100 1e-06 0.1 3401 TCGA -2 0.005033449293116844 0.004536816129582611 100 0.0005 50 100 1e-06 0.1 3401 TCGA -3 0.00448906957177055 0.004233196960415822 100 0.0005 50 100 1e-06 0.1 3401 TCGA -4 0.004247771072832327 0.004026492044385804 100 0.0005 50 100 1e-06 0.1 3401 TCGA -5 0.004074066374384392 0.003873742440593752 100 0.0005 50 100 1e-06 0.1 3401 TCGA -6 0.003932542469174099 0.0037514280607390343 100 0.0005 50 100 1e-06 0.1 3401 TCGA -7 0.0038136530485156374 0.0036406137351058985 100 0.0005 50 100 1e-06 0.1 3401 TCGA -8 0.00368773437035782 0.0035400563914179052 100 0.0005 50 100 1e-06 0.1 3401 TCGA -9 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0005lr_50bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index c68d42353..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0005lr_50bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.12226117957511881 0.04162029835896276 100 0.0005 50 100 1e-06 0.5 1978 TCGA -1 0.015323277915780007 0.005701461743713174 100 0.0005 50 100 1e-06 0.5 1978 TCGA -2 0.005431171894261227 0.004643687306805022 100 0.0005 50 100 1e-06 0.5 1978 TCGA -3 0.004788817643908445 0.004351423779530591 100 0.0005 50 100 1e-06 0.5 1978 TCGA -4 0.004433029625274367 0.004094359340923066 100 0.0005 50 100 1e-06 0.5 1978 TCGA -5 0.00416793933195218 0.003922960800516545 100 0.0005 50 100 1e-06 0.5 1978 TCGA -6 0.0039865119288504895 0.0038132989666794415 100 0.0005 50 100 1e-06 0.5 1978 TCGA -7 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0005lr_50bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0005lr_50bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index 85c020b2d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0005lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.11909872714693305 0.04448352224338594 100 0.0005 50 100 1e-06 0.0 5054 TCGA -1 0.014985924426200937 0.005716506576624199 100 0.0005 50 100 1e-06 0.0 5054 TCGA -2 0.004920569254994602 0.00455367406970592 100 0.0005 50 100 1e-06 0.0 5054 TCGA -3 0.004358212031057712 0.0042408454119597545 100 0.0005 50 100 1e-06 0.0 5054 TCGA -4 0.004102547949859657 0.004033501599283524 100 0.0005 50 100 1e-06 0.0 5054 TCGA -5 0.003906668740364074 0.0038657139205191303 100 0.0005 50 100 1e-06 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0005lr_50bs_100e_0s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0005lr_50bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index bf7cf4298..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0005lr_50bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.10747637728692591 0.06500747867265538 100 0.0005 50 100 0.0 0.5 1236 TCGA -1 0.06514924815030007 0.06414909477359686 100 0.0005 50 100 0.0 0.5 1236 TCGA -2 0.06451317389115303 0.06360519864601107 100 0.0005 50 100 0.0 0.5 1236 TCGA -3 0.06401454165988714 0.06337940004003707 100 0.0005 50 100 0.0 0.5 1236 TCGA -4 0.06360282763906962 0.06298349247356157 100 0.0005 50 100 0.0 0.5 1236 TCGA -5 0.06326002906706467 0.06263025194855791 100 0.0005 50 100 0.0 0.5 1236 TCGA -6 0.06288228115125724 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0005lr_50bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index 71bb9ec05..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0005lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1044241599526532 0.0705215998330907 100 0.0005 50 100 0.0 0.0 8336 TCGA -1 0.07011412427150347 0.06986637473405904 100 0.0005 50 100 0.0 0.0 8336 TCGA -2 0.06973331397912215 0.06956523877741703 100 0.0005 50 100 0.0 0.0 8336 TCGA -3 0.06944204633863181 0.06931390422372961 100 0.0005 50 100 0.0 0.0 8336 TCGA -4 0.06922818915607648 0.06913976217783875 100 0.0005 50 100 0.0 0.0 8336 TCGA -5 0.06904355269405696 0.06893411799142109 100 0.0005 50 100 0.0 0.0 8336 TCGA -6 0.06888779521966462 0.06883610725103312 100 0.0005 50 100 0.0 0.0 8336 TCGA -7 0.06879906180028951 0.06875356077099565 100 0.0005 50 100 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0015lr_100bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.124140019929102 0.01771243415473394 100 0.0015 100 100 1e-06 0.1 605 TCGA -1 0.006842792969110129 0.004509963216868478 100 0.0015 100 100 1e-06 0.1 605 TCGA -2 0.004184596647655745 0.004085852885057205 100 0.0015 100 100 1e-06 0.1 605 TCGA -3 0.003959989702402431 0.003972042658501983 100 0.0015 100 100 1e-06 0.1 605 TCGA -4 0.003887151195035125 0.0039265476841123855 100 0.0015 100 100 1e-06 0.1 605 TCGA -5 0.0038547526318062223 0.003903986119791566 100 0.0015 100 100 1e-06 0.1 605 TCGA -6 0.0038379186365228653 0.0038907335762252758 100 0.0015 100 100 1e-06 0.1 605 TCGA -7 0.003828105460076889 0.003883271895807667 100 0.0015 100 100 1e-06 0.1 605 TCGA -8 0.0038220182631174353 0.0038778452768959294 100 0.0015 100 100 1e-06 0.1 605 TCGA -9 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deleted file mode 100644 index aaacd9a47..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0015lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1244595911318898 0.017949862817498906 100 0.0015 100 100 1e-06 0.5 4442 TCGA -1 0.006899205768712298 0.004485949574403427 100 0.0015 100 100 1e-06 0.5 4442 TCGA -2 0.004187996112791948 0.004060277867425776 100 0.0015 100 100 1e-06 0.5 4442 TCGA -3 0.003962683032608492 0.003946416917720332 100 0.0015 100 100 1e-06 0.5 4442 TCGA -4 0.0038898258487878898 0.0039009471756204887 100 0.0015 100 100 1e-06 0.5 4442 TCGA -5 0.00385744527742418 0.0038781279204272894 100 0.0015 100 100 1e-06 0.5 4442 TCGA -6 0.003840555636188736 0.003865878422973893 100 0.0015 100 100 1e-06 0.5 4442 TCGA -7 0.0038307240330645856 0.0038579243923251953 100 0.0015 100 100 1e-06 0.5 4442 TCGA -8 0.0038245270154078715 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0015lr_100bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0015lr_100bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index 6c7fa2fa7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0015lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.12408486253788081 0.017532624285574533 100 0.0015 100 100 1e-06 0.0 6934 TCGA -1 0.006836189383305946 0.004418932189275721 100 0.0015 100 100 1e-06 0.0 6934 TCGA -2 0.004194552760520512 0.003995177462397508 100 0.0015 100 100 1e-06 0.0 6934 TCGA -3 0.003970188958289062 0.0038818493204649967 100 0.0015 100 100 1e-06 0.0 6934 TCGA -4 0.0038972066038152307 0.003835833099104427 100 0.0015 100 100 1e-06 0.0 6934 TCGA -5 0.003864751509441189 0.0038139883676852715 100 0.0015 100 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TCGA -98 0.003817037047579417 0.00377710040508952 100 0.0015 100 100 1e-06 0.0 6934 TCGA -99 0.003816857949045428 0.003774595672695256 100 0.0015 100 100 1e-06 0.0 6934 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0015lr_100bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0015lr_100bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index 3978390a5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0015lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1868218097277339 0.15833995098145165 100 0.0015 100 100 0.001 0.1 4204 TCGA -1 0.11155338570740037 0.06331214084098087 100 0.0015 100 100 0.001 0.1 4204 TCGA -2 0.03625009136607317 0.018278285449174182 100 0.0015 100 100 0.001 0.1 4204 TCGA -3 0.0118235819992283 0.0076177844300341965 100 0.0015 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-95 0.003008252365271592 0.0026683475244228716 100 0.0015 100 100 0.0 0.5 6567 TCGA -96 0.0029993288858863013 0.002671392030789325 100 0.0015 100 100 0.0 0.5 6567 TCGA -97 0.0029944726299751894 0.0026878684316878794 100 0.0015 100 100 0.0 0.5 6567 TCGA -98 0.0030030933206840454 0.0027033762992289497 100 0.0015 100 100 0.0 0.5 6567 TCGA -99 0.002994497694470756 0.0027033047547011667 100 0.0015 100 100 0.0 0.5 6567 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0015lr_100bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0015lr_100bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index 9a83ae359..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.0015lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.102179346879534 0.0677716427637105 100 0.0015 100 100 0.0 0.0 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-88 0.0015658944853541882 0.00160692317584464 100 0.0015 50 100 0.0 0.0 1522 TCGA -89 0.0015654073232393585 0.0016106476822409347 100 0.0015 50 100 0.0 0.0 1522 TCGA -90 0.0015652686605064272 0.0016070701902610573 100 0.0015 50 100 0.0 0.0 1522 TCGA -91 0.0015643883047260336 0.0016074564522038678 100 0.0015 50 100 0.0 0.0 1522 TCGA -92 0.0015651111693266717 0.0016061455396298861 100 0.0015 50 100 0.0 0.0 1522 TCGA -93 0.001564661921677151 0.0016039361254120217 100 0.0015 50 100 0.0 0.0 1522 TCGA -94 0.0015590387203524086 0.0015953879618558601 100 0.0015 50 100 0.0 0.0 1522 TCGA -95 0.0015512081505552988 0.0015946290211227895 100 0.0015 50 100 0.0 0.0 1522 TCGA -96 0.0015484980725257998 0.0015894669709474447 100 0.0015 50 100 0.0 0.0 1522 TCGA -97 0.001546643259948595 0.0015914550381034014 100 0.0015 50 100 0.0 0.0 1522 TCGA -98 0.0015455503937221655 0.0015877166063286102 100 0.0015 50 100 0.0 0.0 1522 TCGA -99 0.0015441330299281414 0.0015878541887639531 100 0.0015 50 100 0.0 0.0 1522 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_100bs_100e_0.000001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_100bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index a431e9199..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_100bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1458846587633259 0.06464963088083507 100 0.001 100 100 1e-06 0.1 5595 TCGA -1 0.022374077838648976 0.006352675563875755 100 0.001 100 100 1e-06 0.1 5595 TCGA -2 0.005452944971078398 0.004830634731556004 100 0.001 100 100 1e-06 0.1 5595 TCGA -3 0.0047656051620786136 0.004598430423393621 100 0.001 100 100 1e-06 0.1 5595 TCGA -4 0.004517045106461457 0.004438461986225304 100 0.001 100 100 1e-06 0.1 5595 TCGA -5 0.004317896957535728 0.004271882962922205 100 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0.003880319763536579 100 0.001 100 100 1e-06 0.1 5595 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index 0c9d14e48..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.15666445573135496 0.07323253866116605 100 0.001 100 100 1e-06 0.5 762 TCGA -1 0.023284519993515985 0.006496037709896439 100 0.001 100 100 1e-06 0.5 762 TCGA -2 0.005180981500964736 0.004408775419277612 100 0.001 100 100 1e-06 0.5 762 TCGA -3 0.004263272057663188 0.004036930695073164 100 0.001 100 100 1e-06 0.5 762 TCGA -4 0.004037820394050597 0.0039056330303844046 100 0.001 100 100 1e-06 0.5 762 TCGA 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1e-06 0.5 762 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_100bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_100bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index 42d2c82a9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.14471584409417113 0.06038300874619628 100 0.001 100 100 1e-06 0.0 4429 TCGA -1 0.020082847281505816 0.006200281292406009 100 0.001 100 100 1e-06 0.0 4429 TCGA -2 0.005321339719741372 0.004842506581215403 100 0.001 100 100 1e-06 0.0 4429 TCGA -3 0.004800624053556032 0.0046514934747849575 100 0.001 100 100 1e-06 0.0 4429 TCGA -4 0.004657355928518072 0.0045280680528387955 100 0.001 100 100 1e-06 0.0 4429 TCGA -5 0.00453203700122957 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-99 0.003764489421491854 0.003691278614487555 100 0.001 100 100 1e-06 0.0 4429 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_100bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_100bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index 767a37eee..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18945464229381487 0.17007270874689573 100 0.001 100 100 0.001 0.1 9128 TCGA -1 0.1345640611440319 0.09085866793915255 100 0.001 100 100 0.001 0.1 9128 TCGA -2 0.056630934133397204 0.030746518461099222 100 0.001 100 100 0.001 0.1 9128 TCGA -3 0.019581104068742333 0.01203834218202374 100 0.001 100 100 0.001 0.1 9128 TCGA -4 0.00896584698087317 0.006789188146422706 100 0.001 100 100 0.001 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_100bs_100e_0s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_100bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index 38739dcbb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_100bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1205069200393677 0.06679351167313417 100 0.001 100 100 0.0 0.5 4170 TCGA -1 0.06309318477613264 0.0604555301517997 100 0.001 100 100 0.0 0.5 4170 TCGA -2 0.06054687417876456 0.05948261356907873 100 0.001 100 100 0.0 0.5 4170 TCGA -3 0.0596696876703808 0.05844685736687938 100 0.001 100 100 0.0 0.5 4170 TCGA -4 0.05867071952685366 0.05765947141689272 100 0.001 100 100 0.0 0.5 4170 TCGA -5 0.05772654637270227 0.05671961307900036 100 0.001 100 100 0.0 0.5 4170 TCGA -6 0.05654480516409911 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_100bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index 661ec03b8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.11158204520519775 0.07093443137467206 100 0.001 100 100 0.0 0.0 6083 TCGA -1 0.07027073042349354 0.06960762389490951 100 0.001 100 100 0.0 0.0 6083 TCGA -2 0.06954421354319477 0.06920337156584515 100 0.001 100 100 0.0 0.0 6083 TCGA -3 0.0691520328897426 0.06886662052354621 100 0.001 100 100 0.0 0.0 6083 TCGA -4 0.06888443179855204 0.06868060869188165 100 0.001 100 100 0.0 0.0 6083 TCGA -5 0.06872649097970879 0.06854730185551859 100 0.001 100 100 0.0 0.0 6083 TCGA -6 0.06861101141970183 0.06845675697128976 100 0.001 100 100 0.0 0.0 6083 TCGA -7 0.0684810220922446 0.0683044805448858 100 0.001 100 100 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@@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.07656673538872918 0.005951642269390312 100 0.001 50 100 1e-06 0.1 405 TCGA -1 0.004849320197579188 0.004415096471731986 100 0.001 50 100 1e-06 0.1 405 TCGA -2 0.004222873986500863 0.004016430018909612 100 0.001 50 100 1e-06 0.1 405 TCGA -3 0.00393244919429195 0.0038094572259590553 100 0.001 50 100 1e-06 0.1 405 TCGA -4 0.003743117867447856 0.003651430527328621 100 0.001 50 100 1e-06 0.1 405 TCGA -5 0.0036021594087250106 0.003509649866489909 100 0.001 50 100 1e-06 0.1 405 TCGA -6 0.003495837019536886 0.0034205895034250004 100 0.001 50 100 1e-06 0.1 405 TCGA -7 0.0034422274016343677 0.0033723093082557373 100 0.001 50 100 1e-06 0.1 405 TCGA -8 0.0033871833257011646 0.003333704792964623 100 0.001 50 100 1e-06 0.1 405 TCGA -9 0.003352003499624567 0.0033040849641714264 100 0.001 50 100 1e-06 0.1 405 TCGA -10 0.0033314635696265697 0.003272172721130914 100 0.001 50 100 1e-06 0.1 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-95 0.0031514682132159876 0.003083187171805594 100 0.001 50 100 1e-06 0.1 405 TCGA -96 0.0031338521048721027 0.003081770810350102 100 0.001 50 100 1e-06 0.1 405 TCGA -97 0.003141469981082475 0.003073532465405425 100 0.001 50 100 1e-06 0.1 405 TCGA -98 0.003134197646701894 0.003080917622931489 100 0.001 50 100 1e-06 0.1 405 TCGA -99 0.0031454470039797835 0.003072091244891211 100 0.001 50 100 1e-06 0.1 405 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_50bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_50bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index 10b22e093..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_50bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.0764279112085502 0.005903186515235721 100 0.001 50 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_50bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index f43ae093a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_50bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.09131502575331574 0.06299304471692847 100 0.001 50 100 0.0 0.5 4902 TCGA -1 0.062377579138472965 0.06078406537522623 100 0.001 50 100 0.0 0.5 4902 TCGA -2 0.06064469243477452 0.059755845472740765 100 0.001 50 100 0.0 0.5 4902 TCGA -3 0.059432890002968884 0.058164632780917325 100 0.001 50 100 0.0 0.5 4902 TCGA -4 0.05740711009619504 0.05544314756240677 100 0.001 50 100 0.0 0.5 4902 TCGA -5 0.033038337036229416 0.0037451615093753265 100 0.001 50 100 0.0 0.5 4902 TCGA -6 0.0037285635460776044 0.0034885357693305715 100 0.001 50 100 0.0 0.5 4902 TCGA -7 0.003588911897979676 0.003346849649433215 100 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.001lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.08997115538643598 0.06627433908045591 100 0.001 50 100 0.0 0.0 2732 TCGA -1 0.06600139137406956 0.06567402779307198 100 0.001 50 100 0.0 0.0 2732 TCGA -2 0.06555639088606247 0.0653034671392273 100 0.001 50 100 0.0 0.0 2732 TCGA -3 0.06529859833245512 0.06511708098140793 100 0.001 50 100 0.0 0.0 2732 TCGA -4 0.06512604174899102 0.06489782241271369 100 0.001 50 100 0.0 0.0 2732 TCGA -5 0.06490896535759354 0.064712869686697 100 0.001 50 100 0.0 0.0 2732 TCGA -6 0.06463672463709468 0.0644993076297506 100 0.001 50 100 0.0 0.0 2732 TCGA -7 0.06446660504049456 0.06426166649439827 100 0.001 50 100 0.0 0.0 2732 TCGA -8 0.06416227817967848 0.06387955931263353 100 0.001 50 100 0.0 0.0 2732 TCGA -9 0.06362029494105845 0.06309759826516387 100 0.001 50 100 0.0 0.0 2732 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0.0014153742214796006 0.0014312316139401802 100 0.001 50 100 0.0 0.0 2732 TCGA -84 0.0014147085905052619 0.0014336481029354972 100 0.001 50 100 0.0 0.0 2732 TCGA -85 0.001413914641193989 0.0014291076181484528 100 0.001 50 100 0.0 0.0 2732 TCGA -86 0.0014128674607370923 0.0014294817266826655 100 0.001 50 100 0.0 0.0 2732 TCGA -87 0.0014122489340345963 0.001428035207808804 100 0.001 50 100 0.0 0.0 2732 TCGA -88 0.0014100973313471204 0.00142645277784922 100 0.001 50 100 0.0 0.0 2732 TCGA -89 0.0014086515463356195 0.0014226416058033405 100 0.001 50 100 0.0 0.0 2732 TCGA -90 0.0014061914842110283 0.0014219541276978263 100 0.001 50 100 0.0 0.0 2732 TCGA -91 0.0014032516247642869 0.0014186994472153523 100 0.001 50 100 0.0 0.0 2732 TCGA -92 0.0014011528270610383 0.001417633891924654 100 0.001 50 100 0.0 0.0 2732 TCGA -93 0.0013989929392254404 0.0014186174141935742 100 0.001 50 100 0.0 0.0 2732 TCGA -94 0.001398677999240119 0.0014138218944414927 100 0.001 50 100 0.0 0.0 2732 TCGA -95 0.0013965242133527921 0.0014140866035782737 100 0.001 50 100 0.0 0.0 2732 TCGA -96 0.0013957161227829953 0.0014141679386931224 100 0.001 50 100 0.0 0.0 2732 TCGA -97 0.0013938409127574652 0.0014108994591925013 100 0.001 50 100 0.0 0.0 2732 TCGA -98 0.001392423250317014 0.0014078526075545642 100 0.001 50 100 0.0 0.0 2732 TCGA -99 0.001389373204086522 0.001404759157027806 100 0.001 50 100 0.0 0.0 2732 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_100bs_100e_0.000001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_100bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index e3a2f2d4c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_100bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.10154192490935224 0.006607134316359932 100 0.002 100 100 1e-06 0.1 7443 TCGA -1 0.004625783721239742 0.004079649777118884 100 0.002 100 100 1e-06 0.1 7443 TCGA -2 0.003988712979605369 0.0039045188047141586 100 0.002 100 100 1e-06 0.1 7443 TCGA -3 0.003889652635705278 0.003850835631718513 100 0.002 100 100 1e-06 0.1 7443 TCGA -4 0.0038544737023064094 0.0038281817108523756 100 0.002 100 100 1e-06 0.1 7443 TCGA -5 0.0038383918782031448 0.003817169521069482 100 0.002 100 100 1e-06 0.1 7443 TCGA -6 0.0038299057777180564 0.003810399310223421 100 0.002 100 100 1e-06 0.1 7443 TCGA -7 0.0038247673513898146 0.003805971582743091 100 0.002 100 100 1e-06 0.1 7443 TCGA -8 0.0038217416406135193 0.0038039762627370844 100 0.002 100 100 1e-06 0.1 7443 TCGA -9 0.0038197243260599126 0.0038019919267214424 100 0.002 100 100 1e-06 0.1 7443 TCGA -10 0.0038182087992786285 0.003801192820362335 100 0.002 100 100 1e-06 0.1 7443 TCGA -11 0.003817324591761068 0.0037997837796170807 100 0.002 100 100 1e-06 0.1 7443 TCGA -12 0.0038164822363508494 0.0037997821966027044 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0.1 7443 TCGA -95 0.00381535129914359 0.0037980390509038263 100 0.002 100 100 1e-06 0.1 7443 TCGA -96 0.0038153161047867917 0.0037971861384359738 100 0.002 100 100 1e-06 0.1 7443 TCGA -97 0.0038152120072429537 0.0037987443721436676 100 0.002 100 100 1e-06 0.1 7443 TCGA -98 0.003815585747517114 0.003798549515124991 100 0.002 100 100 1e-06 0.1 7443 TCGA -99 0.0038152514830431675 0.0038006044818958895 100 0.002 100 100 1e-06 0.1 7443 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_100bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_100bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index 63c24a643..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.10156676102973723 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learning_rate batch_size epochs sparsity noise seed dataset -0 0.1005737999908315 0.006517910599783437 100 0.002 100 100 1e-06 0.0 5450 TCGA -1 0.004613712499909272 0.004148030127094469 100 0.002 100 100 1e-06 0.0 5450 TCGA -2 0.003984394100796045 0.003971326555682337 100 0.002 100 100 1e-06 0.0 5450 TCGA -3 0.0038831990003462733 0.003917821961450367 100 0.002 100 100 1e-06 0.0 5450 TCGA -4 0.0038475525875071976 0.0038959690645786384 100 0.002 100 100 1e-06 0.0 5450 TCGA -5 0.003831439857403481 0.003884211166214254 100 0.002 100 100 1e-06 0.0 5450 TCGA -6 0.003822452888150113 0.0038780726986146303 100 0.002 100 100 1e-06 0.0 5450 TCGA -7 0.0038174666393484213 0.0038743214892345158 100 0.002 100 100 1e-06 0.0 5450 TCGA -8 0.0038143615035398613 0.0038710698700655044 100 0.002 100 100 1e-06 0.0 5450 TCGA -9 0.0038122266589412667 0.0038701778209894594 100 0.002 100 100 1e-06 0.0 5450 TCGA -10 0.0038107931368591024 0.0038687142276733963 100 0.002 100 100 1e-06 0.0 5450 TCGA -11 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1681092979611197 0.10460702857779498 100 0.002 100 100 0.001 0.1 9197 TCGA -1 0.04622400086373091 0.013904006220400333 100 0.002 100 100 0.001 0.1 9197 TCGA -2 0.008181426740138276 0.005382247517194281 100 0.002 100 100 0.001 0.1 9197 TCGA -3 0.004714115208705307 0.004254010510654306 100 0.002 100 100 0.001 0.1 9197 TCGA -4 0.004130092609835075 0.003975181632099589 100 0.002 100 100 0.001 0.1 9197 TCGA -5 0.0039625495635790126 0.0038758783891385223 100 0.002 100 100 0.001 0.1 9197 TCGA -6 0.0038968313381222224 0.003831616966709045 100 0.002 100 100 0.001 0.1 9197 TCGA -7 0.0038654789798602484 0.0038084424142936367 100 0.002 100 100 0.001 0.1 9197 TCGA -8 0.003848486905278209 0.0037950719297213022 100 0.002 100 100 0.001 0.1 9197 TCGA -9 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_100bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index f54b5a98e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_100bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.17633278321469384 0.1276652592809955 100 0.002 100 100 0.001 0.5 6260 TCGA -1 0.06996531602781536 0.027656023722872063 100 0.002 100 100 0.001 0.5 6260 TCGA -2 0.014843702139978444 0.007932967705249637 100 0.002 100 100 0.001 0.5 6260 TCGA -3 0.0060057599491579365 0.0048660822821097755 100 0.002 100 100 0.001 0.5 6260 TCGA -4 0.004442682088516883 0.004181001075641744 100 0.002 100 100 0.001 0.5 6260 TCGA -5 0.004050824038671062 0.003977583397189202 100 0.002 100 100 0.001 0.5 6260 TCGA -6 0.003923223497482639 0.0039019851077198233 100 0.002 100 100 0.001 0.5 6260 TCGA -7 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_100bs_100e_0.001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_100bs_100e_0.001s_0n_TCGA.tsv deleted file mode 100644 index 551241545..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_100bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.16921248982704862 0.10632280148004168 100 0.002 100 100 0.001 0.0 6856 TCGA -1 0.04898693791703629 0.01582401216816363 100 0.002 100 100 0.001 0.0 6856 TCGA -2 0.008892170817043726 0.0055285210454434006 100 0.002 100 100 0.001 0.0 6856 TCGA -3 0.00465050701731081 0.004231434320123052 100 0.002 100 100 0.001 0.0 6856 TCGA -4 0.004025635058780688 0.003981010767224072 100 0.002 100 100 0.001 0.0 6856 TCGA -5 0.003889233933414302 0.003913328086667175 100 0.002 100 100 0.001 0.0 6856 TCGA 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0.003858395130256537 100 0.002 100 100 0.001 0.0 6856 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_100bs_100e_0s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_100bs_100e_0s_0.1n_TCGA.tsv deleted file mode 100644 index 94f74499b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_100bs_100e_0s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.0952393727291607 0.05707031157073663 100 0.002 100 100 0.0 0.1 9964 TCGA -1 0.054811726065519095 0.05251420699247164 100 0.002 100 100 0.0 0.1 9964 TCGA -2 0.05115195012770203 0.049788477451507766 100 0.002 100 100 0.0 0.1 9964 TCGA -3 0.0480246917677386 0.046387062918151444 100 0.002 100 100 0.0 0.1 9964 TCGA -4 0.03985882732506377 0.0048034357131650695 100 0.002 100 100 0.0 0.1 9964 TCGA -5 0.0036020464451649047 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_100bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index 5609cba8f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_100bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.09633377510341154 0.05231239223600033 100 0.002 100 100 0.0 0.5 7667 TCGA -1 0.021566396806441485 0.0037972152176963623 100 0.002 100 100 0.0 0.5 7667 TCGA -2 0.003961117492120899 0.003551412516521599 100 0.002 100 100 0.0 0.5 7667 TCGA -3 0.0037587736564332758 0.003452694504498387 100 0.002 100 100 0.0 0.5 7667 TCGA -4 0.0036299372739677822 0.0033449404802753696 100 0.002 100 100 0.0 0.5 7667 TCGA -5 0.0035299833537090724 0.0032847738864564867 100 0.002 100 100 0.0 0.5 7667 TCGA -6 0.0034556789058605227 0.0032187527625929173 100 0.002 100 100 0.0 0.5 7667 TCGA -7 0.0034078563887757745 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.09595237931257207 0.0571247219065925 100 0.002 100 100 0.0 0.0 515 TCGA -1 0.05429751257908931 0.05217465065681755 100 0.002 100 100 0.0 0.0 515 TCGA -2 0.05104735891387417 0.05029279923993139 100 0.002 100 100 0.0 0.0 515 TCGA -3 0.04956238273872583 0.04911957044697287 100 0.002 100 100 0.0 0.0 515 TCGA -4 0.04872549057317866 0.04851128089817325 100 0.002 100 100 0.0 0.0 515 TCGA -5 0.04830480255215665 0.04807243028178287 100 0.002 100 100 0.0 0.0 515 TCGA -6 0.047969748721878924 0.04789260033536796 100 0.002 100 100 0.0 0.0 515 TCGA -7 0.047735005978069504 0.0475876275730792 100 0.002 100 100 0.0 0.0 515 TCGA -8 0.04749686383804528 0.04737800211837543 100 0.002 100 100 0.0 0.0 515 TCGA -9 0.04730661796371191 0.04716837145949728 100 0.002 100 100 0.0 0.0 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_50bs_100e_0s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_50bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index 8464fc6e4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_50bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.04884292469064186 0.003518623295216704 100 0.002 50 100 0.0 0.5 3184 TCGA -1 0.0037319842378630403 0.0032593547670760345 100 0.002 50 100 0.0 0.5 3184 TCGA -2 0.003451995683763476 0.0029886091202871883 100 0.002 50 100 0.0 0.5 3184 TCGA -3 0.0032790088070237798 0.0028353187971603333 100 0.002 50 100 0.0 0.5 3184 TCGA -4 0.0031558838949713097 0.0027620475435039806 100 0.002 50 100 0.0 0.5 3184 TCGA -5 0.0030941439152210085 0.0027429671904268724 100 0.002 50 100 0.0 0.5 3184 TCGA -6 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_50bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index 383168b8d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_100z_0.002lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.07472038471420331 0.05359404189652534 100 0.002 50 100 0.0 0.0 7329 TCGA -1 0.05239604393550229 0.051772567794550604 100 0.002 50 100 0.0 0.0 7329 TCGA -2 0.0510855604872525 0.0509105685667776 100 0.002 50 100 0.0 0.0 7329 TCGA -3 0.050452917494492704 0.05041062730790383 100 0.002 50 100 0.0 0.0 7329 TCGA -4 0.050045052563033744 0.049807857459963266 100 0.002 50 100 0.0 0.0 7329 TCGA -5 0.04900899513157128 0.048510187254029905 100 0.002 50 100 0.0 0.0 7329 TCGA -6 0.04755631791190093 0.046221654693684985 100 0.002 50 100 0.0 0.0 7329 TCGA -7 0.04456471485840594 0.043170121390765634 100 0.002 50 100 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_100bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18861703016466827 0.1884064208622554 125 1e-05 100 100 1e-06 0.1 4037 TCGA -1 0.18841145427042863 0.18838478812021225 125 1e-05 100 100 1e-06 0.1 4037 TCGA -2 0.18839151607266041 0.1883607088171657 125 1e-05 100 100 1e-06 0.1 4037 TCGA -3 0.1883249983602316 0.18821242706260488 125 1e-05 100 100 1e-06 0.1 4037 TCGA -4 0.18797836555262631 0.1875599779226073 125 1e-05 100 100 1e-06 0.1 4037 TCGA -5 0.18678805535260634 0.1857225815554959 125 1e-05 100 100 1e-06 0.1 4037 TCGA -6 0.18440783181012455 0.18288644654067918 125 1e-05 100 100 1e-06 0.1 4037 TCGA -7 0.18133896768412455 0.1796654802770471 125 1e-05 100 100 1e-06 0.1 4037 TCGA -8 0.17806579152153118 0.1763535514099514 125 1e-05 100 100 1e-06 0.1 4037 TCGA -9 0.174772377932081 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dataset -0 0.18861272893176573 0.1884930048456144 125 1e-05 100 100 1e-06 0.5 1636 TCGA -1 0.1883965071882437 0.18845371145698891 125 1e-05 100 100 1e-06 0.5 1636 TCGA -2 0.18833030168666068 0.1883418045601054 125 1e-05 100 100 1e-06 0.5 1636 TCGA -3 0.1881641750241087 0.1881127088662967 125 1e-05 100 100 1e-06 0.5 1636 TCGA -4 0.18785635769892808 0.18765601687994435 125 1e-05 100 100 1e-06 0.5 1636 TCGA -5 0.18725174055699326 0.1868488614882656 125 1e-05 100 100 1e-06 0.5 1636 TCGA -6 0.18630227115733347 0.1855970794082287 125 1e-05 100 100 1e-06 0.5 1636 TCGA -7 0.18482987060419404 0.18374095924535588 125 1e-05 100 100 1e-06 0.5 1636 TCGA -8 0.18277066582939644 0.18128707967511373 125 1e-05 100 100 1e-06 0.5 1636 TCGA -9 0.1802057363379812 0.17840740541417396 125 1e-05 100 100 1e-06 0.5 1636 TCGA -10 0.17731317005555056 0.17505754253373074 125 1e-05 100 100 1e-06 0.5 1636 TCGA -11 0.17386945953212396 0.17134614940264717 125 1e-05 100 100 1e-06 0.5 1636 TCGA -12 0.17034397090548503 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_100bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_100bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index c6f030273..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.332466760621378 0.19778927441817432 125 1e-05 100 100 0.001 0.1 2181 TCGA -1 0.193236834761194 0.1911020991790235 125 1e-05 100 100 0.001 0.1 2181 TCGA -2 0.190178011000682 0.18974738287266774 125 1e-05 100 100 0.001 0.1 2181 TCGA -3 0.18932617920353045 0.18923427935820727 125 1e-05 100 100 0.001 0.1 2181 TCGA -4 0.18896231726884763 0.18899325966535502 125 1e-05 100 100 0.001 0.1 2181 TCGA -5 0.18877726345871798 0.18885683571573478 125 1e-05 100 100 0.001 0.1 2181 TCGA -6 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_100bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.37363453719688855 0.19713981629316532 125 1e-05 100 100 0.001 0.5 8412 TCGA -1 0.19311349228638225 0.19058235274187885 125 1e-05 100 100 0.001 0.5 8412 TCGA -2 0.1900982277852268 0.18943919361236705 125 1e-05 100 100 0.001 0.5 8412 TCGA -3 0.18931047251639935 0.18901378552817819 125 1e-05 100 100 0.001 0.5 8412 TCGA -4 0.18896850107776386 0.18880220012149618 125 1e-05 100 100 0.001 0.5 8412 TCGA -5 0.18879026194504428 0.18867367723179823 125 1e-05 100 100 0.001 0.5 8412 TCGA -6 0.18868552155993137 0.1885921724477605 125 1e-05 100 100 0.001 0.5 8412 TCGA -7 0.18861735287402168 0.18853847914604685 125 1e-05 100 100 0.001 0.5 8412 TCGA -8 0.18857088242441777 0.18849700547043402 125 1e-05 100 100 0.001 0.5 8412 TCGA -9 0.18853560195682117 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-1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18829878167736702 0.18792573081788105 125 1e-05 100 100 0.0 0.5 4058 TCGA -1 0.18680650711006347 0.18463700171092048 125 1e-05 100 100 0.0 0.5 4058 TCGA -2 0.1813181998830433 0.17658519063463163 125 1e-05 100 100 0.0 0.5 4058 TCGA -3 0.17239935034479542 0.16680700545334937 125 1e-05 100 100 0.0 0.5 4058 TCGA -4 0.16338680200890007 0.1583217240158637 125 1e-05 100 100 0.0 0.5 4058 TCGA -5 0.155896857024929 0.1516285133571481 125 1e-05 100 100 0.0 0.5 4058 TCGA -6 0.15003967535310803 0.14643920306584343 125 1e-05 100 100 0.0 0.5 4058 TCGA -7 0.14543924119333057 0.14234470752016384 125 1e-05 100 100 0.0 0.5 4058 TCGA -8 0.1417141158305477 0.1390316887716552 125 1e-05 100 100 0.0 0.5 4058 TCGA -9 0.13866514114380044 0.13627082648588784 125 1e-05 100 100 0.0 0.5 4058 TCGA -10 0.1360791469491184 0.13389989771136088 125 1e-05 100 100 0.0 0.5 4058 TCGA -11 0.13382846507886142 0.13182118797122533 125 1e-05 100 100 0.0 0.5 4058 TCGA -12 0.13184970056608808 0.1299255098679557 125 1e-05 100 100 0.0 0.5 4058 TCGA -13 0.13000031730228934 0.1281947219491604 125 1e-05 100 100 0.0 0.5 4058 TCGA -14 0.12829438817429215 0.12650286537318972 125 1e-05 100 100 0.0 0.5 4058 TCGA -15 0.12666614123960335 0.12489982016721562 125 1e-05 100 100 0.0 0.5 4058 TCGA -16 0.1250488999808975 0.12330353769225691 125 1e-05 100 100 0.0 0.5 4058 TCGA -17 0.12343443732137778 0.12169440012032064 125 1e-05 100 100 0.0 0.5 4058 TCGA -18 0.12183116470041626 0.12003745505558186 125 1e-05 100 100 0.0 0.5 4058 TCGA -19 0.12014218689820798 0.11830527709806385 125 1e-05 100 100 0.0 0.5 4058 TCGA -20 0.11841449431408888 0.11645035067545109 125 1e-05 100 100 0.0 0.5 4058 TCGA -21 0.11655904405806157 0.11441639234222958 125 1e-05 100 100 0.0 0.5 4058 TCGA -22 0.11448958641614003 0.11214070096986378 125 1e-05 100 100 0.0 0.5 4058 TCGA -23 0.1121295396746276 0.10952421154209117 125 1e-05 100 100 0.0 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0.0752895314939058 125 1e-05 100 100 0.0 0.5 4058 TCGA -37 0.07699353364142926 0.0746964602614168 125 1e-05 100 100 0.0 0.5 4058 TCGA -38 0.07634526836291955 0.07421630377595748 125 1e-05 100 100 0.0 0.5 4058 TCGA -39 0.07575205189749418 0.07384023141471585 125 1e-05 100 100 0.0 0.5 4058 TCGA -40 0.07536356902731917 0.07353481085006915 125 1e-05 100 100 0.0 0.5 4058 TCGA -41 0.07497438449358113 0.07329030544614074 125 1e-05 100 100 0.0 0.5 4058 TCGA -42 0.07464156557718203 0.07308352761082913 125 1e-05 100 100 0.0 0.5 4058 TCGA -43 0.0743774254848441 0.07290623404422597 125 1e-05 100 100 0.0 0.5 4058 TCGA -44 0.07414576882366118 0.07274728605345865 125 1e-05 100 100 0.0 0.5 4058 TCGA -45 0.07394561788185937 0.07262091817867816 125 1e-05 100 100 0.0 0.5 4058 TCGA -46 0.07375144471825733 0.07252571754269864 125 1e-05 100 100 0.0 0.5 4058 TCGA -47 0.0736236806818784 0.07244978751519218 125 1e-05 100 100 0.0 0.5 4058 TCGA -48 0.07349635918786555 0.07238769302865368 125 1e-05 100 100 0.0 0.5 4058 TCGA -49 0.07336394091874099 0.07233865487964908 125 1e-05 100 100 0.0 0.5 4058 TCGA -50 0.07330111943942945 0.07229801787802921 125 1e-05 100 100 0.0 0.5 4058 TCGA -51 0.07320630338484986 0.07226446469375236 125 1e-05 100 100 0.0 0.5 4058 TCGA -52 0.07314901925870411 0.07223495286912775 125 1e-05 100 100 0.0 0.5 4058 TCGA -53 0.07307204580780038 0.07221257540598587 125 1e-05 100 100 0.0 0.5 4058 TCGA -54 0.07300728942376852 0.07219331992331461 125 1e-05 100 100 0.0 0.5 4058 TCGA -55 0.07298019473085526 0.07217709173509224 125 1e-05 100 100 0.0 0.5 4058 TCGA -56 0.07291691215715712 0.07216306259134907 125 1e-05 100 100 0.0 0.5 4058 TCGA -57 0.07289451231051268 0.07215018664023384 125 1e-05 100 100 0.0 0.5 4058 TCGA -58 0.072866137845034 0.07213901383942695 125 1e-05 100 100 0.0 0.5 4058 TCGA -59 0.07280147615131995 0.07212866011576437 125 1e-05 100 100 0.0 0.5 4058 TCGA -60 0.07278999294044051 0.07211937523217657 125 1e-05 100 100 0.0 0.5 4058 TCGA -61 0.07277134604912569 0.07210870221931132 125 1e-05 100 100 0.0 0.5 4058 TCGA -62 0.07272844621896052 0.0721005856915934 125 1e-05 100 100 0.0 0.5 4058 TCGA -63 0.07270415612617126 0.07209109694664202 125 1e-05 100 100 0.0 0.5 4058 TCGA -64 0.07268597329567021 0.07208195916522088 125 1e-05 100 100 0.0 0.5 4058 TCGA -65 0.07265533061116146 0.07207025280549897 125 1e-05 100 100 0.0 0.5 4058 TCGA -66 0.0726428217117256 0.07205956972124589 125 1e-05 100 100 0.0 0.5 4058 TCGA -67 0.0726086851964107 0.07204780278343652 125 1e-05 100 100 0.0 0.5 4058 TCGA -68 0.07259472353189089 0.07203637389232166 125 1e-05 100 100 0.0 0.5 4058 TCGA -69 0.0725651479852507 0.07202318029936834 125 1e-05 100 100 0.0 0.5 4058 TCGA -70 0.07255810988107049 0.07201085108608457 125 1e-05 100 100 0.0 0.5 4058 TCGA -71 0.07252978146215916 0.07199784495572947 125 1e-05 100 100 0.0 0.5 4058 TCGA -72 0.07251007021145438 0.07198213160637036 125 1e-05 100 100 0.0 0.5 4058 TCGA -73 0.07251525495897009 0.0719693043648298 125 1e-05 100 100 0.0 0.5 4058 TCGA -74 0.07247069396950967 0.07195715999333703 125 1e-05 100 100 0.0 0.5 4058 TCGA -75 0.07245825287210368 0.0719429272128709 125 1e-05 100 100 0.0 0.5 4058 TCGA -76 0.07243747060729903 0.07192846125544015 125 1e-05 100 100 0.0 0.5 4058 TCGA -77 0.07241553009946852 0.07191241334131615 125 1e-05 100 100 0.0 0.5 4058 TCGA -78 0.07239163285993494 0.07189736099698436 125 1e-05 100 100 0.0 0.5 4058 TCGA -79 0.07237662711534294 0.0718819561540781 125 1e-05 100 100 0.0 0.5 4058 TCGA -80 0.0723590821506775 0.07186640649285149 125 1e-05 100 100 0.0 0.5 4058 TCGA -81 0.07234508354428464 0.07185266346637927 125 1e-05 100 100 0.0 0.5 4058 TCGA -82 0.07231369575930302 0.07183619835718193 125 1e-05 100 100 0.0 0.5 4058 TCGA -83 0.0723180130892519 0.0718208452564987 125 1e-05 100 100 0.0 0.5 4058 TCGA -84 0.07228799133691181 0.07180636540878957 125 1e-05 100 100 0.0 0.5 4058 TCGA -85 0.07226560843890367 0.07179278371172335 125 1e-05 100 100 0.0 0.5 4058 TCGA -86 0.07225812176220224 0.07177650606512424 125 1e-05 100 100 0.0 0.5 4058 TCGA -87 0.07223064877206772 0.07176243012125169 125 1e-05 100 100 0.0 0.5 4058 TCGA -88 0.07221545914059332 0.07174714650940056 125 1e-05 100 100 0.0 0.5 4058 TCGA -89 0.07219477322354675 0.07173193957488141 125 1e-05 100 100 0.0 0.5 4058 TCGA -90 0.07217620054530384 0.07171772154581607 125 1e-05 100 100 0.0 0.5 4058 TCGA -91 0.0721610982891225 0.07170504638597594 125 1e-05 100 100 0.0 0.5 4058 TCGA -92 0.072145406849111 0.07168971245462571 125 1e-05 100 100 0.0 0.5 4058 TCGA -93 0.07211940808928376 0.07167822171245987 125 1e-05 100 100 0.0 0.5 4058 TCGA -94 0.07211437006140543 0.07166466334057812 125 1e-05 100 100 0.0 0.5 4058 TCGA -95 0.07211112501046689 0.07165260904997438 125 1e-05 100 100 0.0 0.5 4058 TCGA -96 0.0720804573670537 0.07164254608615558 125 1e-05 100 100 0.0 0.5 4058 TCGA -97 0.07205918102787866 0.0716298308279646 125 1e-05 100 100 0.0 0.5 4058 TCGA -98 0.07205873553654966 0.07161822739108722 125 1e-05 100 100 0.0 0.5 4058 TCGA -99 0.07204213579766305 0.07160517505964442 125 1e-05 100 100 0.0 0.5 4058 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_100bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_100bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index 38c01a667..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18825414718587904 0.18783699709865914 125 1e-05 100 100 0.0 0.0 1988 TCGA -1 0.18640668376679798 0.18404419615340592 125 1e-05 100 100 0.0 0.0 1988 TCGA -2 0.18013481394941752 0.17546357656244058 125 1e-05 100 100 0.0 0.0 1988 TCGA -3 0.17055747459171366 0.16552596850011816 125 1e-05 100 100 0.0 0.0 1988 TCGA -4 0.16126003592976876 0.1571008756232621 125 1e-05 100 100 0.0 0.0 1988 TCGA -5 0.15378785665272895 0.1505721588080852 125 1e-05 100 100 0.0 0.0 1988 TCGA -6 0.14802282984095208 0.14553917442733919 125 1e-05 100 100 0.0 0.0 1988 TCGA -7 0.14352633400825082 0.14156021042984335 125 1e-05 100 100 0.0 0.0 1988 TCGA -8 0.13991155184889387 0.13831292040383997 125 1e-05 100 100 0.0 0.0 1988 TCGA -9 0.13691953670028492 0.1355891248688626 125 1e-05 100 100 0.0 0.0 1988 TCGA -10 0.1343726723311748 0.13323616202752195 125 1e-05 100 100 0.0 0.0 1988 TCGA -11 0.1321404871796641 0.1311448533181569 125 1e-05 100 100 0.0 0.0 1988 TCGA -12 0.13013054130598695 0.12923167016937506 125 1e-05 100 100 0.0 0.0 1988 TCGA -13 0.12826942319894744 0.127437664486056 125 1e-05 100 100 0.0 0.0 1988 TCGA -14 0.1265029987736743 0.1257076571185385 125 1e-05 100 100 0.0 0.0 1988 TCGA -15 0.12478528221093434 0.12400294604463194 125 1e-05 100 100 0.0 0.0 1988 TCGA -16 0.1230736326528974 0.12227832342512045 125 1e-05 100 100 0.0 0.0 1988 TCGA -17 0.12132423393863269 0.12049452604810197 125 1e-05 100 100 0.0 0.0 1988 TCGA -18 0.11949816650794891 0.11860343132486295 125 1e-05 100 100 0.0 0.0 1988 TCGA -19 0.11754207989426113 0.11655467718689885 125 1e-05 100 100 0.0 0.0 1988 TCGA -20 0.11539004278882883 0.11426626385456354 125 1e-05 100 100 0.0 0.0 1988 TCGA -21 0.11294485149751858 0.11161689037204388 125 1e-05 100 100 0.0 0.0 1988 TCGA -22 0.11007096379569552 0.10846631584604781 125 1e-05 100 100 0.0 0.0 1988 TCGA -23 0.10661235707507946 0.10465947980407495 125 1e-05 100 100 0.0 0.0 1988 TCGA -24 0.10247975764400073 0.10022235047727374 125 1e-05 100 100 0.0 0.0 1988 TCGA -25 0.09786394942696972 0.09553630855964057 125 1e-05 100 100 0.0 0.0 1988 TCGA -26 0.09329075696332897 0.09119472076096127 125 1e-05 100 100 0.0 0.0 1988 TCGA -27 0.08929350567504037 0.08760330110938105 125 1e-05 100 100 0.0 0.0 1988 TCGA -28 0.08610692390996785 0.08482203857233776 125 1e-05 100 100 0.0 0.0 1988 TCGA -29 0.08367247052531461 0.08271154963490951 125 1e-05 100 100 0.0 0.0 1988 TCGA -30 0.08181526122538023 0.08108900753247678 125 1e-05 100 100 0.0 0.0 1988 TCGA -31 0.08037744109130142 0.07982135687641163 125 1e-05 100 100 0.0 0.0 1988 TCGA -32 0.07925148615398395 0.07882391208380311 125 1e-05 100 100 0.0 0.0 1988 TCGA -33 0.07837072870307289 0.07805148549565119 125 1e-05 100 100 0.0 0.0 1988 TCGA -34 0.07768294568063293 0.07744036903183664 125 1e-05 100 100 0.0 0.0 1988 TCGA -35 0.07713840353640612 0.07695433209140097 125 1e-05 100 100 0.0 0.0 1988 TCGA -36 0.07670186527463418 0.07656166964589652 125 1e-05 100 100 0.0 0.0 1988 TCGA -37 0.07634838346239312 0.0762428909764817 125 1e-05 100 100 0.0 0.0 1988 TCGA -38 0.0760598350368263 0.07598134751745204 125 1e-05 100 100 0.0 0.0 1988 TCGA -39 0.07582159996704672 0.07576491406664776 125 1e-05 100 100 0.0 0.0 1988 TCGA -40 0.07562436907402385 0.07558374657253523 125 1e-05 100 100 0.0 0.0 1988 TCGA -41 0.07545982030040385 0.07543197027103386 125 1e-05 100 100 0.0 0.0 1988 TCGA -42 0.07532133426397078 0.07530365543599105 125 1e-05 100 100 0.0 0.0 1988 TCGA -43 0.07520433915906857 0.07519598844362863 125 1e-05 100 100 0.0 0.0 1988 TCGA -44 0.07510481696051537 0.07510259197135667 125 1e-05 100 100 0.0 0.0 1988 TCGA -45 0.07501929794897763 0.07502210926470446 125 1e-05 100 100 0.0 0.0 1988 TCGA -46 0.07494512178150986 0.07495207680230165 125 1e-05 100 100 0.0 0.0 1988 TCGA -47 0.07488046543518205 0.07489081307421977 125 1e-05 100 100 0.0 0.0 1988 TCGA -48 0.07482364996876857 0.07483638748152172 125 1e-05 100 100 0.0 0.0 1988 TCGA -49 0.07477314836253197 0.07478816945798433 125 1e-05 100 100 0.0 0.0 1988 TCGA -50 0.0747279893947454 0.07474422447345963 125 1e-05 100 100 0.0 0.0 1988 TCGA -51 0.07468713988635353 0.07470491333822508 125 1e-05 100 100 0.0 0.0 1988 TCGA -52 0.0746500200592709 0.0746686217847781 125 1e-05 100 100 0.0 0.0 1988 TCGA -53 0.07461575608904679 0.07463544330105709 125 1e-05 100 100 0.0 0.0 1988 TCGA -54 0.07458415818006175 0.0746040138692113 125 1e-05 100 100 0.0 0.0 1988 TCGA -55 0.07455466252403715 0.07457532561454341 125 1e-05 100 100 0.0 0.0 1988 TCGA -56 0.07452697250985822 0.07454811579468262 125 1e-05 100 100 0.0 0.0 1988 TCGA -57 0.0745008273996377 0.07452214752609407 125 1e-05 100 100 0.0 0.0 1988 TCGA -58 0.07447613078324519 0.07449789978002185 125 1e-05 100 100 0.0 0.0 1988 TCGA -59 0.07445264585546543 0.07447412793510523 125 1e-05 100 100 0.0 0.0 1988 TCGA -60 0.0744302286368846 0.07445206946164519 125 1e-05 100 100 0.0 0.0 1988 TCGA -61 0.07440880331853122 0.07443107219047881 125 1e-05 100 100 0.0 0.0 1988 TCGA -62 0.07438833152313745 0.07441045471172236 125 1e-05 100 100 0.0 0.0 1988 TCGA -63 0.07436860053700146 0.07439096122231316 125 1e-05 100 100 0.0 0.0 1988 TCGA -64 0.07434980988582339 0.07437214678406116 125 1e-05 100 100 0.0 0.0 1988 TCGA -65 0.07433159753991259 0.07435404479353871 125 1e-05 100 100 0.0 0.0 1988 TCGA -66 0.07431412646814121 0.07433663462124877 125 1e-05 100 100 0.0 0.0 1988 TCGA -67 0.07429724011018428 0.07431973442060863 125 1e-05 100 100 0.0 0.0 1988 TCGA -68 0.07428086232691287 0.07430358077563233 125 1e-05 100 100 0.0 0.0 1988 TCGA -69 0.07426516538649508 0.07428779430575107 125 1e-05 100 100 0.0 0.0 1988 TCGA -70 0.07424992124328311 0.07427239238317289 125 1e-05 100 100 0.0 0.0 1988 TCGA -71 0.07423504658450052 0.07425766576774157 125 1e-05 100 100 0.0 0.0 1988 TCGA -72 0.07422055770512177 0.07424292679707609 125 1e-05 100 100 0.0 0.0 1988 TCGA -73 0.07420655787124181 0.07422874429866896 125 1e-05 100 100 0.0 0.0 1988 TCGA -74 0.07419266410106287 0.07421471829989448 125 1e-05 100 100 0.0 0.0 1988 TCGA -75 0.07417924252754211 0.0742011360786668 125 1e-05 100 100 0.0 0.0 1988 TCGA -76 0.07416590873348698 0.07418766217165856 125 1e-05 100 100 0.0 0.0 1988 TCGA -77 0.07415284665318282 0.07417428706908345 125 1e-05 100 100 0.0 0.0 1988 TCGA -78 0.07413993871482119 0.07416096187416632 125 1e-05 100 100 0.0 0.0 1988 TCGA -79 0.07412724118903886 0.07414782848489944 125 1e-05 100 100 0.0 0.0 1988 TCGA -80 0.07411452591874954 0.07413507578660496 125 1e-05 100 100 0.0 0.0 1988 TCGA -81 0.07410204935727847 0.07412203831888324 125 1e-05 100 100 0.0 0.0 1988 TCGA -82 0.0740895505056063 0.07410901271967432 125 1e-05 100 100 0.0 0.0 1988 TCGA -83 0.07407703243910381 0.0740960980929322 125 1e-05 100 100 0.0 0.0 1988 TCGA -84 0.07406475944589033 0.07408313606701904 125 1e-05 100 100 0.0 0.0 1988 TCGA -85 0.07405239206839917 0.07407042518932017 125 1e-05 100 100 0.0 0.0 1988 TCGA -86 0.07403990507827751 0.07405711156339502 125 1e-05 100 100 0.0 0.0 1988 TCGA -87 0.07402759777197603 0.07404449451059553 125 1e-05 100 100 0.0 0.0 1988 TCGA -88 0.0740151509146949 0.0740316857644661 125 1e-05 100 100 0.0 0.0 1988 TCGA -89 0.07400291700064571 0.07401833379987496 125 1e-05 100 100 0.0 0.0 1988 TCGA -90 0.07399043577622058 0.07400532508615273 125 1e-05 100 100 0.0 0.0 1988 TCGA -91 0.07397794060451482 0.0739925237157237 125 1e-05 100 100 0.0 0.0 1988 TCGA -92 0.07396546819454486 0.07397888342489549 125 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_50bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18831185879937798 0.18781194278043717 125 1e-05 50 100 1e-06 0.1 851 TCGA -1 0.1850126165306612 0.18069876722954026 125 1e-05 50 100 1e-06 0.1 851 TCGA -2 0.1742434614616681 0.16729405342634 125 1e-05 50 100 1e-06 0.1 851 TCGA -3 0.1612733513539305 0.15549601651915354 125 1e-05 50 100 1e-06 0.1 851 TCGA -4 0.15140021732009432 0.14727524536937925 125 1e-05 50 100 1e-06 0.1 851 TCGA -5 0.14454248904656294 0.14145887856507422 125 1e-05 50 100 1e-06 0.1 851 TCGA -6 0.13952224175303837 0.13702927851796748 125 1e-05 50 100 1e-06 0.1 851 TCGA -7 0.1355690719117569 0.13341745749190825 125 1e-05 50 100 1e-06 0.1 851 TCGA -8 0.13223627309292765 0.13030429498933668 125 1e-05 50 100 1e-06 0.1 851 TCGA -9 0.12930237654796575 0.12749927719334261 125 1e-05 50 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0.018406225545102097 0.017712130627814848 125 1e-05 50 100 1e-06 0.1 851 TCGA -98 0.017197108996872164 0.0165542124878222 125 1e-05 50 100 1e-06 0.1 851 TCGA -99 0.016080541138692433 0.015477177518508842 125 1e-05 50 100 1e-06 0.1 851 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_50bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_50bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index 198f767d6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_50bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18839833103781473 0.18820448586689167 125 1e-05 50 100 1e-06 0.5 8499 TCGA -1 0.1861126033512526 0.18187148344876178 125 1e-05 50 100 1e-06 0.5 8499 TCGA -2 0.17545342925224525 0.1678132575810255 125 1e-05 50 100 1e-06 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TCGA -77 0.054724429319587216 0.05281971131062987 125 1e-05 50 100 1e-06 0.5 8499 TCGA -78 0.051305556258797735 0.04915190497460078 125 1e-05 50 100 1e-06 0.5 8499 TCGA -79 0.047729462825941954 0.04561951511244678 125 1e-05 50 100 1e-06 0.5 8499 TCGA -80 0.044448670617739584 0.04242446814574788 125 1e-05 50 100 1e-06 0.5 8499 TCGA -81 0.041445483973029204 0.039575793522985736 125 1e-05 50 100 1e-06 0.5 8499 TCGA -82 0.03875114016242359 0.036998262132831555 125 1e-05 50 100 1e-06 0.5 8499 TCGA -83 0.03628055377838295 0.03461945017603175 125 1e-05 50 100 1e-06 0.5 8499 TCGA -84 0.033992844677730547 0.032414068678515644 125 1e-05 50 100 1e-06 0.5 8499 TCGA -85 0.031844354170912116 0.03035693610058957 125 1e-05 50 100 1e-06 0.5 8499 TCGA -86 0.02983754279304228 0.028419003620668872 125 1e-05 50 100 1e-06 0.5 8499 TCGA -87 0.027973452630358317 0.026613794463738124 125 1e-05 50 100 1e-06 0.5 8499 TCGA -88 0.02620392256977835 0.02491928517219409 125 1e-05 50 100 1e-06 0.5 8499 TCGA -89 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_50bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_50bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index 7a2c2daf3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1884265151247008 0.18803782476552167 125 1e-05 50 100 1e-06 0.0 472 TCGA -1 0.18541687155145128 0.18042233758535817 125 1e-05 50 100 1e-06 0.0 472 TCGA -2 0.1732240298178489 0.16568142662395785 125 1e-05 50 100 1e-06 0.0 472 TCGA -3 0.15959675554678848 0.1541435984361112 125 1e-05 50 100 1e-06 0.0 472 TCGA -4 0.15014095231849098 0.1464795342192578 125 1e-05 50 100 1e-06 0.0 472 TCGA -5 0.14366443615890345 0.14101670742334432 125 1e-05 50 100 1e-06 0.0 472 TCGA -6 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0.07417424031717196 0.07393390730248024 125 1e-05 50 100 1e-06 0.0 472 TCGA -32 0.07383759053410903 0.07362025002738339 125 1e-05 50 100 1e-06 0.0 472 TCGA -33 0.07353866186135581 0.07333578839523708 125 1e-05 50 100 1e-06 0.0 472 TCGA -34 0.07326534123329702 0.07307592195332349 125 1e-05 50 100 1e-06 0.0 472 TCGA -35 0.07301299875902137 0.07283449412590295 125 1e-05 50 100 1e-06 0.0 472 TCGA -36 0.07277758164203038 0.07260660097077863 125 1e-05 50 100 1e-06 0.0 472 TCGA -37 0.07255454970109355 0.07239191934241722 125 1e-05 50 100 1e-06 0.0 472 TCGA -38 0.0723428540817461 0.07218733942838171 125 1e-05 50 100 1e-06 0.0 472 TCGA -39 0.0721414404524026 0.0719909935291089 125 1e-05 50 100 1e-06 0.0 472 TCGA -40 0.07194814233325371 0.07180235512442325 125 1e-05 50 100 1e-06 0.0 472 TCGA -41 0.07176180682034349 0.07161886772917743 125 1e-05 50 100 1e-06 0.0 472 TCGA -42 0.07157973500550997 0.07144026963704794 125 1e-05 50 100 1e-06 0.0 472 TCGA -43 0.071404425095289 0.07126662150100248 125 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0.0690592132240138 0.0689121969231409 125 1e-05 50 100 1e-06 0.0 472 TCGA -57 0.06885761701012179 0.0687110071355973 125 1e-05 50 100 1e-06 0.0 472 TCGA -58 0.0686514154558922 0.06850142559813495 125 1e-05 50 100 1e-06 0.0 472 TCGA -59 0.06843485027212345 0.06827757286666027 125 1e-05 50 100 1e-06 0.0 472 TCGA -60 0.06819786006970016 0.06802911663324988 125 1e-05 50 100 1e-06 0.0 472 TCGA -61 0.06793130158617941 0.06774665793432064 125 1e-05 50 100 1e-06 0.0 472 TCGA -62 0.06762761722047196 0.06742518163056829 125 1e-05 50 100 1e-06 0.0 472 TCGA -63 0.06728632252183939 0.06706682053492896 125 1e-05 50 100 1e-06 0.0 472 TCGA -64 0.06691344803254684 0.06667991690150457 125 1e-05 50 100 1e-06 0.0 472 TCGA -65 0.06651252078626128 0.06626741393427153 125 1e-05 50 100 1e-06 0.0 472 TCGA -66 0.06608707033150137 0.06583176152640252 125 1e-05 50 100 1e-06 0.0 472 TCGA -67 0.06564010315342785 0.06537417060316507 125 1e-05 50 100 1e-06 0.0 472 TCGA -68 0.06516931018621505 0.06488850911208732 125 1e-05 50 100 1e-06 0.0 472 TCGA -69 0.06467332296262217 0.06438042938559499 125 1e-05 50 100 1e-06 0.0 472 TCGA -70 0.06415594106918268 0.0638541194362257 125 1e-05 50 100 1e-06 0.0 472 TCGA -71 0.06362312243473171 0.0633121870795087 125 1e-05 50 100 1e-06 0.0 472 TCGA -72 0.06307567150949207 0.06276170435787445 125 1e-05 50 100 1e-06 0.0 472 TCGA -73 0.06252103965537784 0.06220206584612928 125 1e-05 50 100 1e-06 0.0 472 TCGA -74 0.06195972711205456 0.06163660476180776 125 1e-05 50 100 1e-06 0.0 472 TCGA -75 0.06139209565847616 0.06106382162876465 125 1e-05 50 100 1e-06 0.0 472 TCGA -76 0.060814274962937835 0.06047706861966219 125 1e-05 50 100 1e-06 0.0 472 TCGA -77 0.06022012537695199 0.059872442641150415 125 1e-05 50 100 1e-06 0.0 472 TCGA -78 0.0596013028419554 0.059236293480773666 125 1e-05 50 100 1e-06 0.0 472 TCGA -79 0.058943601892950254 0.05855520120143291 125 1e-05 50 100 1e-06 0.0 472 TCGA -80 0.05822836052955281 0.057802830097363825 125 1e-05 50 100 1e-06 0.0 472 TCGA -81 0.0574174466066687 0.05692184592910748 125 1e-05 50 100 1e-06 0.0 472 TCGA -82 0.05640660836637346 0.05572855612965085 125 1e-05 50 100 1e-06 0.0 472 TCGA -83 0.05481833004925863 0.05353855603753622 125 1e-05 50 100 1e-06 0.0 472 TCGA -84 0.05184554342333926 0.04983397760433168 125 1e-05 50 100 1e-06 0.0 472 TCGA -85 0.04790086541726116 0.0458405875792755 125 1e-05 50 100 1e-06 0.0 472 TCGA -86 0.04405990662765311 0.0421853630649085 125 1e-05 50 100 1e-06 0.0 472 TCGA -87 0.04059582157595866 0.03890352613812116 125 1e-05 50 100 1e-06 0.0 472 TCGA -88 0.037501353717270085 0.03596803716304314 125 1e-05 50 100 1e-06 0.0 472 TCGA -89 0.03471475212107826 0.033311277422024374 125 1e-05 50 100 1e-06 0.0 472 TCGA -90 0.03218280316315627 0.030896726284344592 125 1e-05 50 100 1e-06 0.0 472 TCGA -91 0.029876064022857238 0.028692942327964845 125 1e-05 50 100 1e-06 0.0 472 TCGA -92 0.027767489361438996 0.026675848393284497 125 1e-05 50 100 1e-06 0.0 472 TCGA -93 0.025832866350853533 0.024820254628906895 125 1e-05 50 100 1e-06 0.0 472 TCGA -94 0.02404921666163594 0.023106817240316664 125 1e-05 50 100 1e-06 0.0 472 TCGA -95 0.022398904430831645 0.02152042805062766 125 1e-05 50 100 1e-06 0.0 472 TCGA -96 0.020870719787982082 0.020052332646358553 125 1e-05 50 100 1e-06 0.0 472 TCGA -97 0.019455431024418678 0.018692341001339294 125 1e-05 50 100 1e-06 0.0 472 TCGA -98 0.018144964194647742 0.01743366688152953 125 1e-05 50 100 1e-06 0.0 472 TCGA -99 0.016931502282609496 0.0162673939169202 125 1e-05 50 100 1e-06 0.0 472 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_50bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_50bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index e1c3332b6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_50bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.22380184107179926 0.1895106053681829 125 1e-05 50 100 0.001 0.1 1465 TCGA -1 0.1890954515762741 0.1887068717024434 125 1e-05 50 100 0.001 0.1 1465 TCGA -2 0.18866450276268634 0.18853103972260077 125 1e-05 50 100 0.001 0.1 1465 TCGA -3 0.1885307230515224 0.18846262691907548 125 1e-05 50 100 0.001 0.1 1465 TCGA -4 0.18846845935698744 0.18842597238382502 125 1e-05 50 100 0.001 0.1 1465 TCGA -5 0.188426340878083 0.18839788683994332 125 1e-05 50 100 0.001 0.1 1465 TCGA -6 0.18838775207327338 0.18836594062234888 125 1e-05 50 100 0.001 0.1 1465 TCGA -7 0.18834594047279785 0.18832503820783528 125 1e-05 50 100 0.001 0.1 1465 TCGA -8 0.1882960674156367 0.18827188621513807 125 1e-05 50 100 0.001 0.1 1465 TCGA -9 0.18823220979915903 0.18820195079748356 125 1e-05 50 100 0.001 0.1 1465 TCGA -10 0.18815049590283653 0.188112025659288 125 1e-05 50 100 0.001 0.1 1465 TCGA -11 0.188047930280576 0.18799882999916173 125 1e-05 50 100 0.001 0.1 1465 TCGA -12 0.18792061294305404 0.18785889581519755 125 1e-05 50 100 0.001 0.1 1465 TCGA -13 0.1877655903683508 0.1876892857815153 125 1e-05 50 100 0.001 0.1 1465 TCGA -14 0.18757927811615488 0.18748654709688983 125 1e-05 50 100 0.001 0.1 1465 TCGA -15 0.18735837933906474 0.18724729981853735 125 1e-05 50 100 0.001 0.1 1465 TCGA -16 0.18709954916965166 0.1869683861732483 125 1e-05 50 100 0.001 0.1 1465 TCGA -17 0.1867994152717205 0.18664622007302903 125 1e-05 50 100 0.001 0.1 1465 TCGA -18 0.18645454128015546 0.18627731090214983 125 1e-05 50 100 0.001 0.1 1465 TCGA -19 0.18606126303118725 0.18585809571060105 125 1e-05 50 100 0.001 0.1 1465 TCGA -20 0.18561595801577158 0.1853849563616604 125 1e-05 50 100 0.001 0.1 1465 TCGA -21 0.18511505463730346 0.18485428669943882 125 1e-05 50 100 0.001 0.1 1465 TCGA -22 0.18455487465084044 0.18426250887276538 125 1e-05 50 100 0.001 0.1 1465 TCGA -23 0.18393174827245212 0.18360597404403303 125 1e-05 50 100 0.001 0.1 1465 TCGA -24 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_50bs_100e_0.001s_0n_TCGA.tsv deleted file mode 100644 index 198a37b10..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_50bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.23556099146128845 0.1902832896565672 125 1e-05 50 100 0.001 0.0 126 TCGA -1 0.18933116676472356 0.18904182883962314 125 1e-05 50 100 0.001 0.0 126 TCGA -2 0.18874278280209159 0.18873406669602322 125 1e-05 50 100 0.001 0.0 126 TCGA -3 0.18857153206947247 0.18860334330168202 125 1e-05 50 100 0.001 0.0 126 TCGA -4 0.18850125187954103 0.18853113594366677 125 1e-05 50 100 0.001 0.0 126 TCGA -5 0.18845932958068587 0.1884831169142795 125 1e-05 50 100 0.001 0.0 126 TCGA -6 0.18842782759782206 0.18844622530829366 125 1e-05 50 100 0.001 0.0 126 TCGA -7 0.18839851919595305 0.18841193998279285 125 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_50bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index f27f527f0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00001lr_50bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1875471413278569 0.18464830652553232 125 1e-05 50 100 0.0 0.5 7310 TCGA -1 0.17681947974391463 0.16677743623304606 125 1e-05 50 100 0.0 0.5 7310 TCGA -2 0.1598331247397014 0.15174873922038917 125 1e-05 50 100 0.0 0.5 7310 TCGA -3 0.1481338627158245 0.14255530855164456 125 1e-05 50 100 0.0 0.5 7310 TCGA -4 0.14074908033094843 0.13650953627411444 125 1e-05 50 100 0.0 0.5 7310 TCGA -5 0.1355472747629436 0.13210694439447107 125 1e-05 50 100 0.0 0.5 7310 TCGA -6 0.1316250204600877 0.12857535399084713 125 1e-05 50 100 0.0 0.5 7310 TCGA -7 0.12827811729882707 0.12543673038332906 125 1e-05 50 100 0.0 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-71 0.0685491487450373 0.06814058933725309 125 1e-05 50 100 0.0 0.5 7310 TCGA -72 0.06854275884552717 0.06813496208969672 125 1e-05 50 100 0.0 0.5 7310 TCGA -73 0.06853097540178074 0.06812289162496825 125 1e-05 50 100 0.0 0.5 7310 TCGA -74 0.06851350607310758 0.06811157104807283 125 1e-05 50 100 0.0 0.5 7310 TCGA -75 0.0684922772499916 0.06810044942788743 125 1e-05 50 100 0.0 0.5 7310 TCGA -76 0.06848992769413993 0.06808892615027164 125 1e-05 50 100 0.0 0.5 7310 TCGA -77 0.06847302244153056 0.06807472171196387 125 1e-05 50 100 0.0 0.5 7310 TCGA -78 0.06844883491127655 0.06806309611054522 125 1e-05 50 100 0.0 0.5 7310 TCGA -79 0.0684520284850984 0.06805652814294824 125 1e-05 50 100 0.0 0.5 7310 TCGA -80 0.0684161883357753 0.0680153503939135 125 1e-05 50 100 0.0 0.5 7310 TCGA -81 0.06836142971028919 0.06795542368936779 125 1e-05 50 100 0.0 0.5 7310 TCGA -82 0.06831816076992851 0.06790010799564908 125 1e-05 50 100 0.0 0.5 7310 TCGA -83 0.06823996486827749 0.06784232398822679 125 1e-05 50 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--- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00005lr_100bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18845010124282494 0.18821894036765074 125 5e-05 100 100 1e-06 0.1 8856 TCGA -1 0.1874365506128004 0.18541482944584373 125 5e-05 100 100 1e-06 0.1 8856 TCGA -2 0.18213188628098412 0.17762237592558167 125 5e-05 100 100 1e-06 0.1 8856 TCGA -3 0.17260245053060805 0.16607312094326596 125 5e-05 100 100 1e-06 0.1 8856 TCGA -4 0.16037604183820173 0.1532085821706446 125 5e-05 100 100 1e-06 0.1 8856 TCGA -5 0.14787616328657413 0.1406824450996054 125 5e-05 100 100 1e-06 0.1 8856 TCGA -6 0.13576253762115045 0.1286376660792672 125 5e-05 100 100 1e-06 0.1 8856 TCGA -7 0.12398506811349995 0.11693691144037487 125 5e-05 100 100 1e-06 0.1 8856 TCGA -8 0.11245559951146408 0.1055241533035609 125 5e-05 100 100 1e-06 0.1 8856 TCGA -9 0.10117286851375759 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00005lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18843050579338658 0.18835113036572634 125 5e-05 100 100 1e-06 0.5 8959 TCGA -1 0.18783463884982057 0.18678677988112272 125 5e-05 100 100 1e-06 0.5 8959 TCGA -2 0.18443155966475414 0.18073790748814242 125 5e-05 100 100 1e-06 0.5 8959 TCGA -3 0.17609555584030606 0.1691977073199785 125 5e-05 100 100 1e-06 0.5 8959 TCGA -4 0.16424685771516662 0.15596338559934242 125 5e-05 100 100 1e-06 0.5 8959 TCGA -5 0.15199331946871433 0.1431223642286943 125 5e-05 100 100 1e-06 0.5 8959 TCGA -6 0.14010526070385615 0.13081375498268472 125 5e-05 100 100 1e-06 0.5 8959 TCGA -7 0.12839836091674695 0.11884151657472304 125 5e-05 100 100 1e-06 0.5 8959 TCGA -8 0.11688840071152917 0.10709060054628095 125 5e-05 100 100 1e-06 0.5 8959 TCGA -9 0.10539354374714363 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00005lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18842295917606153 0.18829137386389114 125 5e-05 100 100 1e-06 0.0 7530 TCGA -1 0.18698194161604687 0.18419732115975576 125 5e-05 100 100 1e-06 0.0 7530 TCGA -2 0.1796391557031796 0.1743308376876553 125 5e-05 100 100 1e-06 0.0 7530 TCGA -3 0.16868436962901676 0.16265003248375265 125 5e-05 100 100 1e-06 0.0 7530 TCGA -4 0.15665804924164145 0.15010917209201122 125 5e-05 100 100 1e-06 0.0 7530 TCGA -5 0.14376373345038362 0.13717103858089927 125 5e-05 100 100 1e-06 0.0 7530 TCGA -6 0.13120536733793353 0.1249970034438761 125 5e-05 100 100 1e-06 0.0 7530 TCGA -7 0.11936009739632585 0.1134257664033516 125 5e-05 100 100 1e-06 0.0 7530 TCGA -8 0.1079980201885322 0.10226043433550015 125 5e-05 100 100 1e-06 0.0 7530 TCGA -9 0.09699052737661738 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00005lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.21681546859874803 0.188381648542893 125 5e-05 100 100 0.001 0.1 8980 TCGA -1 0.18841369212412223 0.1883629709482193 125 5e-05 100 100 0.001 0.1 8980 TCGA -2 0.1883740475440161 0.18830636368325007 125 5e-05 100 100 0.001 0.1 8980 TCGA -3 0.18828283271288976 0.18818032262313306 125 5e-05 100 100 0.001 0.1 8980 TCGA -4 0.18810768941075745 0.1879521019045432 125 5e-05 100 100 0.001 0.1 8980 TCGA -5 0.18781669951001506 0.18759001169971484 125 5e-05 100 100 0.001 0.1 8980 TCGA -6 0.1873781318752504 0.18706536367909993 125 5e-05 100 100 0.001 0.1 8980 TCGA -7 0.18676483508385322 0.18635175515658892 125 5e-05 100 100 0.001 0.1 8980 TCGA -8 0.1859515446419827 0.1854265716357447 125 5e-05 100 100 0.001 0.1 8980 TCGA -9 0.18491621259760013 0.184269883375072 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-74 0.005643025282111328 0.005591824091502919 125 5e-05 100 100 0.001 0.0 1606 TCGA -75 0.00545790030943561 0.005416545059868888 125 5e-05 100 100 0.001 0.0 1606 TCGA -76 0.005291321673512106 0.005258859884012584 125 5e-05 100 100 0.001 0.0 1606 TCGA -77 0.005141485145020091 0.005117172478281673 125 5e-05 100 100 0.001 0.0 1606 TCGA -78 0.005006847905003608 0.004989717663476365 125 5e-05 100 100 0.001 0.0 1606 TCGA -79 0.004885896902992109 0.004875401851613468 125 5e-05 100 100 0.001 0.0 1606 TCGA -80 0.004777317561318562 0.0047727881710807885 125 5e-05 100 100 0.001 0.0 1606 TCGA -81 0.0046798620146495185 0.004680687070229844 125 5e-05 100 100 0.001 0.0 1606 TCGA -82 0.0045924530254797735 0.00459808417965644 125 5e-05 100 100 0.001 0.0 1606 TCGA -83 0.004514082839683601 0.004523956064771318 125 5e-05 100 100 0.001 0.0 1606 TCGA -84 0.004443811881478087 0.004457621823472144 125 5e-05 100 100 0.001 0.0 1606 TCGA -85 0.00438084982521437 0.004398149543502672 125 5e-05 100 100 0.001 0.0 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00005lr_100bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1834612439813485 0.16852061457969436 125 5e-05 100 100 0.0 0.5 4407 TCGA -1 0.15261847514275367 0.13859385319391088 125 5e-05 100 100 0.0 0.5 4407 TCGA -2 0.13392967093980848 0.12723953789802053 125 5e-05 100 100 0.0 0.5 4407 TCGA -3 0.12467911215678884 0.1190914886081638 125 5e-05 100 100 0.0 0.5 4407 TCGA -4 0.11585867136570475 0.10854892047056601 125 5e-05 100 100 0.0 0.5 4407 TCGA -5 0.10217415747155913 0.09013611224278732 125 5e-05 100 100 0.0 0.5 4407 TCGA -6 0.08543278673691387 0.07741462828675706 125 5e-05 100 100 0.0 0.5 4407 TCGA -7 0.07733350415882595 0.07370938177234564 125 5e-05 100 100 0.0 0.5 4407 TCGA -8 0.07479135353146872 0.07274542389503076 125 5e-05 100 100 0.0 0.5 4407 TCGA -9 0.07383053221630989 0.07244621528003684 125 5e-05 100 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4407 TCGA -85 0.06899516690052145 0.0683158212271168 125 5e-05 100 100 0.0 0.5 4407 TCGA -86 0.06853578307290922 0.06797714142044585 125 5e-05 100 100 0.0 0.5 4407 TCGA -87 0.06831822672074814 0.06772691704070748 125 5e-05 100 100 0.0 0.5 4407 TCGA -88 0.06804589835717112 0.06755811350429478 125 5e-05 100 100 0.0 0.5 4407 TCGA -89 0.06784289573911897 0.06729709184798763 125 5e-05 100 100 0.0 0.5 4407 TCGA -90 0.06760450862227493 0.06708132718975221 125 5e-05 100 100 0.0 0.5 4407 TCGA -91 0.06738855250496618 0.06685430032374272 125 5e-05 100 100 0.0 0.5 4407 TCGA -92 0.06703389177535685 0.0663509954085302 125 5e-05 100 100 0.0 0.5 4407 TCGA -93 0.06646642405491933 0.06589028508818928 125 5e-05 100 100 0.0 0.5 4407 TCGA -94 0.0662070535367016 0.0655885679488206 125 5e-05 100 100 0.0 0.5 4407 TCGA -95 0.0656517137056989 0.06502835239148021 125 5e-05 100 100 0.0 0.5 4407 TCGA -96 0.06531992319146761 0.06466075085365593 125 5e-05 100 100 0.0 0.5 4407 TCGA -97 0.06488447928185148 0.06437295506797244 125 5e-05 100 100 0.0 0.5 4407 TCGA -98 0.06462951116941645 0.06400125267817147 125 5e-05 100 100 0.0 0.5 4407 TCGA -99 0.06419414614247936 0.06344498671478961 125 5e-05 100 100 0.0 0.5 4407 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00005lr_100bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00005lr_100bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index 2798c33fb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00005lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1826224688713752 0.16676371555831565 125 5e-05 100 100 0.0 0.0 2606 TCGA -1 0.1498373396855165 0.13804706781353782 125 5e-05 100 100 0.0 0.0 2606 TCGA -2 0.13197206822320118 0.1269277057156491 125 5e-05 100 100 0.0 0.0 2606 TCGA -3 0.12255221059667916 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index cf001ee25..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00005lr_50bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.180939629128408 0.16207920374283238 125 5e-05 50 100 1e-06 0.1 2201 TCGA -1 0.1466121112100114 0.1354513502300684 125 5e-05 50 100 1e-06 0.1 2201 TCGA -2 0.12765378622085152 0.12035762088083142 125 5e-05 50 100 1e-06 0.1 2201 TCGA -3 0.11319194358947861 0.10587751663210404 125 5e-05 50 100 1e-06 0.1 2201 TCGA -4 0.09846078515225774 0.09084748439303594 125 5e-05 50 100 1e-06 0.1 2201 TCGA -5 0.08337691013039801 0.07560708104216274 125 5e-05 50 100 1e-06 0.1 2201 TCGA -6 0.06826388739063573 0.060565120797960004 125 5e-05 50 100 1e-06 0.1 2201 TCGA -7 0.05362286692615571 0.046501594796851654 125 5e-05 50 100 1e-06 0.1 2201 TCGA -8 0.040541747714465504 0.034592981894860916 125 5e-05 50 100 1e-06 0.1 2201 TCGA -9 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0.0037398048779620635 0.003643430235922037 125 5e-05 50 100 1e-06 0.1 2201 TCGA -34 0.0037037321280971635 0.00360153917920537 125 5e-05 50 100 1e-06 0.1 2201 TCGA -35 0.0036685352475852363 0.003564396392245164 125 5e-05 50 100 1e-06 0.1 2201 TCGA -36 0.0036226862484379442 0.003524207397733801 125 5e-05 50 100 1e-06 0.1 2201 TCGA -37 0.0035879239658267387 0.0034859760315742476 125 5e-05 50 100 1e-06 0.1 2201 TCGA -38 0.0035518438443082052 0.0034486821071062256 125 5e-05 50 100 1e-06 0.1 2201 TCGA -39 0.0035134526213136423 0.003413490368399638 125 5e-05 50 100 1e-06 0.1 2201 TCGA -40 0.0034702137201082224 0.003381018122031012 125 5e-05 50 100 1e-06 0.1 2201 TCGA -41 0.003444679241372976 0.003345891114923373 125 5e-05 50 100 1e-06 0.1 2201 TCGA -42 0.00341018681041335 0.003315383932277111 125 5e-05 50 100 1e-06 0.1 2201 TCGA -43 0.003386649511799629 0.0032863347187413643 125 5e-05 50 100 1e-06 0.1 2201 TCGA -44 0.003354688333734148 0.0032598873736084106 125 5e-05 50 100 1e-06 0.1 2201 TCGA -45 0.003328193518357982 0.003233764121711404 125 5e-05 50 100 1e-06 0.1 2201 TCGA -46 0.003297244031020719 0.003209190694708845 125 5e-05 50 100 1e-06 0.1 2201 TCGA -47 0.003281304200916596 0.003184965723919584 125 5e-05 50 100 1e-06 0.1 2201 TCGA -48 0.003263273404251885 0.0031636121212481405 125 5e-05 50 100 1e-06 0.1 2201 TCGA -49 0.0032372470583204517 0.003141726862086947 125 5e-05 50 100 1e-06 0.1 2201 TCGA -50 0.0032194362539464953 0.00312212238383091 125 5e-05 50 100 1e-06 0.1 2201 TCGA -51 0.003207703293699828 0.0031018545886211508 125 5e-05 50 100 1e-06 0.1 2201 TCGA -52 0.00318281834897056 0.003083309946095 125 5e-05 50 100 1e-06 0.1 2201 TCGA -53 0.003162705528739358 0.003066020938170016 125 5e-05 50 100 1e-06 0.1 2201 TCGA -54 0.0031380668658146102 0.003049778672468722 125 5e-05 50 100 1e-06 0.1 2201 TCGA -55 0.003135573768584703 0.003034646214505461 125 5e-05 50 100 1e-06 0.1 2201 TCGA -56 0.0031206346915481574 0.003020570684814049 125 5e-05 50 100 1e-06 0.1 2201 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00005lr_50bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18131883669270776 0.16048606428968248 125 5e-05 50 100 1e-06 0.5 4817 TCGA -1 0.14549959778539542 0.13366147875785828 125 5e-05 50 100 1e-06 0.5 4817 TCGA -2 0.12716765198051988 0.11953802129731106 125 5e-05 50 100 1e-06 0.5 4817 TCGA -3 0.1135193632217254 0.10608016152927024 125 5e-05 50 100 1e-06 0.5 4817 TCGA -4 0.10004633037702541 0.09253218477994353 125 5e-05 50 100 1e-06 0.5 4817 TCGA -5 0.08668214390504465 0.07947946455909978 125 5e-05 50 100 1e-06 0.5 4817 TCGA -6 0.07395168571320346 0.06709006863023767 125 5e-05 50 100 1e-06 0.5 4817 TCGA -7 0.06165435868851281 0.05476153786083562 125 5e-05 50 100 1e-06 0.5 4817 TCGA -8 0.04938895981590428 0.04270139518170501 125 5e-05 50 100 1e-06 0.5 4817 TCGA -9 0.037901834358465045 0.03200525754884859 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00005lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1788470927147291 0.15628121276596682 125 5e-05 50 100 1e-06 0.0 124 TCGA -1 0.14156517165388988 0.1320455057087855 125 5e-05 50 100 1e-06 0.0 124 TCGA -2 0.12451849734461165 0.11809169122921162 125 5e-05 50 100 1e-06 0.0 124 TCGA -3 0.11089796985662041 0.1043658410035186 125 5e-05 50 100 1e-06 0.0 124 TCGA -4 0.09728036668866404 0.09079767190781071 125 5e-05 50 100 1e-06 0.0 124 TCGA -5 0.08415946274836131 0.07798795424514081 125 5e-05 50 100 1e-06 0.0 124 TCGA -6 0.07202704524918052 0.06729952171070491 125 5e-05 50 100 1e-06 0.0 124 TCGA -7 0.06441519220138929 0.06273124741399708 125 5e-05 50 100 1e-06 0.0 124 TCGA -8 0.06152486214515074 0.060983036499676395 125 5e-05 50 100 1e-06 0.0 124 TCGA -9 0.06036678054630391 0.0601539834210621 125 5e-05 50 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00005lr_50bs_100e_0s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00005lr_50bs_100e_0s_0.1n_TCGA.tsv deleted file mode 100644 index ec0f2e9a4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00005lr_50bs_100e_0s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.167591099800815 0.13849107891171422 125 5e-05 50 100 0.0 0.1 3489 TCGA -1 0.12784735590239457 0.1183007919608648 125 5e-05 50 100 0.0 0.1 3489 TCGA -2 0.10453611793449141 0.08453541140460488 125 5e-05 50 100 0.0 0.1 3489 TCGA -3 0.07640130123727915 0.07214538247591287 125 5e-05 50 100 0.0 0.1 3489 TCGA -4 0.07172681491201192 0.07100508287174617 125 5e-05 50 100 0.0 0.1 3489 TCGA -5 0.07110962032929158 0.0707387027129456 125 5e-05 50 100 0.0 0.1 3489 TCGA -6 0.07090429011626306 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00005lr_50bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00005lr_50bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index e01a4d1d1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.00005lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1672500665847951 0.1387377751981793 125 5e-05 50 100 0.0 0.0 4014 TCGA -1 0.12813562968603825 0.11889008646035314 125 5e-05 50 100 0.0 0.0 4014 TCGA -2 0.10560097257641093 0.08658646571276775 125 5e-05 50 100 0.0 0.0 4014 TCGA -3 0.07708258543070812 0.0729189509872216 125 5e-05 50 100 0.0 0.0 4014 TCGA -4 0.07212450169754529 0.07164318077079015 125 5e-05 50 100 0.0 0.0 4014 TCGA -5 0.07146546362297039 0.0713205359239674 125 5e-05 50 100 0.0 0.0 4014 TCGA -6 0.0712376267336644 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-19 0.07031840243410992 0.07032210596991544 125 5e-05 50 100 0.0 0.0 4014 TCGA -20 0.0702685766817736 0.07027440727805373 125 5e-05 50 100 0.0 0.0 4014 TCGA -21 0.07022214845822504 0.07022984217309472 125 5e-05 50 100 0.0 0.0 4014 TCGA -22 0.07017823726351285 0.07018701103164922 125 5e-05 50 100 0.0 0.0 4014 TCGA -23 0.07013691529733074 0.07014766125822786 125 5e-05 50 100 0.0 0.0 4014 TCGA -24 0.07009834493143988 0.0701107958977546 125 5e-05 50 100 0.0 0.0 4014 TCGA -25 0.07006272692069077 0.07007694356705076 125 5e-05 50 100 0.0 0.0 4014 TCGA -26 0.07002951458590492 0.07004615211456865 125 5e-05 50 100 0.0 0.0 4014 TCGA -27 0.06999869600315953 0.07001614353465076 125 5e-05 50 100 0.0 0.0 4014 TCGA -28 0.06996990174124956 0.06999050253000691 125 5e-05 50 100 0.0 0.0 4014 TCGA -29 0.06994277547547188 0.06996397719011833 125 5e-05 50 100 0.0 0.0 4014 TCGA -30 0.06991760706659379 0.0699408561665209 125 5e-05 50 100 0.0 0.0 4014 TCGA -31 0.06989385508469059 0.06991982782006863 125 5e-05 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-57 0.06938396326807517 0.06943057537378378 125 5e-05 50 100 0.0 0.0 4014 TCGA -58 0.06933196354376736 0.06933546152396418 125 5e-05 50 100 0.0 0.0 4014 TCGA -59 0.06922384641148946 0.0692437294514934 125 5e-05 50 100 0.0 0.0 4014 TCGA -60 0.0691901012566529 0.069236907752315 125 5e-05 50 100 0.0 0.0 4014 TCGA -61 0.0691557902710115 0.06916728877841528 125 5e-05 50 100 0.0 0.0 4014 TCGA -62 0.06911312720531171 0.069160117688191 125 5e-05 50 100 0.0 0.0 4014 TCGA -63 0.06909521081435892 0.06908397309145137 125 5e-05 50 100 0.0 0.0 4014 TCGA -64 0.06895486603063031 0.06899840935091277 125 5e-05 50 100 0.0 0.0 4014 TCGA -65 0.06888137721519064 0.06890517578053115 125 5e-05 50 100 0.0 0.0 4014 TCGA -66 0.06885018021380586 0.06889925986977678 125 5e-05 50 100 0.0 0.0 4014 TCGA -67 0.06879064871927819 0.06882328495158622 125 5e-05 50 100 0.0 0.0 4014 TCGA -68 0.06869954714379628 0.06872889440712618 125 5e-05 50 100 0.0 0.0 4014 TCGA -69 0.0686290387901255 0.06863452576512667 125 5e-05 50 100 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0.06535949692826995 0.06532920683598399 125 5e-05 50 100 0.0 0.0 4014 TCGA -96 0.06521574162568002 0.06524099461996376 125 5e-05 50 100 0.0 0.0 4014 TCGA -97 0.06513126407956715 0.06506814976133893 125 5e-05 50 100 0.0 0.0 4014 TCGA -98 0.06501036490702393 0.06506256721726614 125 5e-05 50 100 0.0 0.0 4014 TCGA -99 0.06490758943935632 0.06481672164483286 125 5e-05 50 100 0.0 0.0 4014 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_100bs_100e_0.000001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_100bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index 4cc2aaf8e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_100bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18049376242786716 0.15421269077751504 125 0.0005 100 100 1e-06 0.1 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910e55f56..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1732734870047079 0.13394798458221568 125 0.0005 100 100 1e-06 0.0 8999 TCGA -1 0.0789560126079381 0.03267998482339346 125 0.0005 100 100 1e-06 0.0 8999 TCGA -2 0.016704366684711754 0.008539813355397639 125 0.0005 100 100 1e-06 0.0 8999 TCGA -3 0.006685918166525333 0.005561861897533263 125 0.0005 100 100 1e-06 0.0 8999 TCGA -4 0.005243095412082369 0.004957906365974914 125 0.0005 100 100 1e-06 0.0 8999 TCGA -5 0.00489399110498569 0.0047628405789409455 125 0.0005 100 100 1e-06 0.0 8999 TCGA -6 0.004755945476538163 0.004659827377403801 125 0.0005 100 100 1e-06 0.0 8999 TCGA -7 0.004666198968541371 0.004577118940838617 125 0.0005 100 100 1e-06 0.0 8999 TCGA -8 0.004584951491537657 0.004496287210521537 125 0.0005 100 100 1e-06 0.0 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_100bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index 920f6d1e8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.19530695444445936 0.18528589696141343 125 0.0005 100 100 0.001 0.1 8852 TCGA -1 0.17761116236105656 0.1655443908281662 125 0.0005 100 100 0.001 0.1 8852 TCGA -2 0.14612790776947032 0.12321295570488551 125 0.0005 100 100 0.001 0.1 8852 TCGA -3 0.09965795155135179 0.0767315432579074 125 0.0005 100 100 0.001 0.1 8852 TCGA -4 0.059141161821126435 0.043786844716000195 125 0.0005 100 100 0.001 0.1 8852 TCGA -5 0.03359050530441732 0.025103255189094113 125 0.0005 100 100 0.001 0.1 8852 TCGA -6 0.019731974811566064 0.015333850526405339 125 0.0005 100 100 0.001 0.1 8852 TCGA -7 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8852 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_100bs_100e_0.001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_100bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index 0183fb170..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_100bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1971735592375564 0.18608646768720905 125 0.0005 100 100 0.001 0.5 6795 TCGA -1 0.18035797837330356 0.17103928612105213 125 0.0005 100 100 0.001 0.5 6795 TCGA -2 0.15504167756440584 0.1353885295552824 125 0.0005 100 100 0.001 0.5 6795 TCGA -3 0.11350585657486573 0.09114334844614393 125 0.0005 100 100 0.001 0.5 6795 TCGA -4 0.07252045004199373 0.05544470465887132 125 0.0005 100 100 0.001 0.5 6795 TCGA -5 0.043365024116698195 0.032819827428864475 125 0.0005 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diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_100bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_100bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index e592a9635..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.13026348256778073 0.07846429637029542 125 0.0005 100 100 0.0 0.0 1029 TCGA -1 0.07339335704590942 0.07238413064024556 125 0.0005 100 100 0.0 0.0 1029 TCGA -2 0.07232453696282531 0.07207325531459934 125 0.0005 100 100 0.0 0.0 1029 TCGA -3 0.0720833366035497 0.07183775361908142 125 0.0005 100 100 0.0 0.0 1029 TCGA -4 0.07184684305022584 0.07167048213170402 125 0.0005 100 100 0.0 0.0 1029 TCGA -5 0.07170015902328417 0.07153586114770803 125 0.0005 100 100 0.0 0.0 1029 TCGA -6 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_50bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.11406469987486008 0.03338950604724525 125 0.0005 50 100 1e-06 0.1 9843 TCGA -1 0.011391838366846239 0.005144369540427198 125 0.0005 50 100 1e-06 0.1 9843 TCGA -2 0.004773747989006997 0.0043916614239464455 125 0.0005 50 100 1e-06 0.1 9843 TCGA -3 0.004353239188015042 0.004113220661204664 125 0.0005 50 100 1e-06 0.1 9843 TCGA -4 0.004108871745582051 0.0038957861556329918 125 0.0005 50 100 1e-06 0.1 9843 TCGA -5 0.00391830902484064 0.003748716756083708 125 0.0005 50 100 1e-06 0.1 9843 TCGA -6 0.003778385438087578 0.003636926084981492 125 0.0005 50 100 1e-06 0.1 9843 TCGA -7 0.003663836576620256 0.003535842885679785 125 0.0005 50 100 1e-06 0.1 9843 TCGA -8 0.003574697788127406 0.003454292717216602 125 0.0005 50 100 1e-06 0.1 9843 TCGA -9 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_50bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index 77a91ad55..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.11369451461728895 0.03735808767939932 125 0.0005 50 100 1e-06 0.0 6157 TCGA -1 0.01213923032933087 0.005183367992297339 125 0.0005 50 100 1e-06 0.0 6157 TCGA -2 0.004620633777058415 0.0043378537473966125 125 0.0005 50 100 1e-06 0.0 6157 TCGA -3 0.004141246209604883 0.004016675356887842 125 0.0005 50 100 1e-06 0.0 6157 TCGA -4 0.0038806293030300733 0.0038091270931664123 125 0.0005 50 100 1e-06 0.0 6157 TCGA -5 0.003713105966918439 0.0036665457417842133 125 0.0005 50 100 1e-06 0.0 6157 TCGA -6 0.003585345019242401 0.0035504159428665985 125 0.0005 50 100 1e-06 0.0 6157 TCGA -7 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_50bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_50bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index 9722544f0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_50bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18587535620733675 0.16913445121678874 125 0.0005 50 100 0.001 0.1 7864 TCGA -1 0.12824072677923615 0.08187327803529088 125 0.0005 50 100 0.001 0.1 7864 TCGA -2 0.05002390047116782 0.02696618328254726 125 0.0005 50 100 0.001 0.1 7864 TCGA -3 0.01714959856183441 0.01053875733878295 125 0.0005 50 100 0.001 0.1 7864 TCGA -4 0.007870694692150458 0.0059827192822218545 125 0.0005 50 100 0.001 0.1 7864 TCGA -5 0.005200396124597875 0.00458773270708008 125 0.0005 50 100 0.001 0.1 7864 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0.001 0.1 7864 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_50bs_100e_0.001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_50bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index 969337fa6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_50bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18282379025373227 0.15741056406018722 125 0.0005 50 100 0.001 0.5 2298 TCGA -1 0.10654007518217624 0.05743968468065837 125 0.0005 50 100 0.001 0.5 2298 TCGA -2 0.032227194873537715 0.01648476380087323 125 0.0005 50 100 0.001 0.5 2298 TCGA -3 0.010772960666450244 0.0073886113943316825 125 0.0005 50 100 0.001 0.5 2298 TCGA -4 0.005887904861416551 0.00511576972864381 125 0.0005 50 100 0.001 0.5 2298 TCGA -5 0.00456655936024377 0.004427363040702577 125 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2298 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_50bs_100e_0.001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_50bs_100e_0.001s_0n_TCGA.tsv deleted file mode 100644 index 29ccf289d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_50bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1837704477282637 0.16106956725444027 125 0.0005 50 100 0.001 0.0 8101 TCGA -1 0.11231766185156801 0.06330963692173885 125 0.0005 50 100 0.001 0.0 8101 TCGA -2 0.03622901399124745 0.018607674550321234 125 0.0005 50 100 0.001 0.0 8101 TCGA -3 0.01200328285213656 0.007901707893452752 125 0.0005 50 100 0.001 0.0 8101 TCGA -4 0.006212901781742555 0.005186624801600698 125 0.0005 50 100 0.001 0.0 8101 TCGA -5 0.004646901746544222 0.004377710332289038 125 0.0005 50 100 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_50bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index 35de25d9c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_50bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.10311854406833676 0.06554964353241513 125 0.0005 50 100 0.0 0.5 8153 TCGA -1 0.0658326263785136 0.06473579317630834 125 0.0005 50 100 0.0 0.5 8153 TCGA -2 0.06503291957921142 0.06417263946940552 125 0.0005 50 100 0.0 0.5 8153 TCGA -3 0.06431406806896196 0.06348364908791068 125 0.0005 50 100 0.0 0.5 8153 TCGA -4 0.06381875530711933 0.06321766751645198 125 0.0005 50 100 0.0 0.5 8153 TCGA -5 0.06343704810671034 0.06275124056030758 125 0.0005 50 100 0.0 0.5 8153 TCGA -6 0.06301321018994925 0.06225853179342783 125 0.0005 50 100 0.0 0.5 8153 TCGA -7 0.06239586771208137 0.06134111876014489 125 0.0005 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0005lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.10163425207587143 0.06906213409187806 125 0.0005 50 100 0.0 0.0 4079 TCGA -1 0.06856342461465366 0.0684332870059277 125 0.0005 50 100 0.0 0.0 4079 TCGA -2 0.06816376523156427 0.06807856557507012 125 0.0005 50 100 0.0 0.0 4079 TCGA -3 0.06789636020066815 0.0678438731099493 125 0.0005 50 100 0.0 0.0 4079 TCGA -4 0.06770430430595278 0.06767976991645056 125 0.0005 50 100 0.0 0.0 4079 TCGA -5 0.06753301871303256 0.06748062390927693 125 0.0005 50 100 0.0 0.0 4079 TCGA -6 0.06732120885754792 0.06730701632086356 125 0.0005 50 100 0.0 0.0 4079 TCGA -7 0.06722670413644362 0.06722860274153139 125 0.0005 50 100 0.0 0.0 4079 TCGA -8 0.06715816608752266 0.06717026641770224 125 0.0005 50 100 0.0 0.0 4079 TCGA -9 0.06699704961400703 0.06686240610615093 125 0.0005 50 100 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0015lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1175945265735682 0.012694858679145425 125 0.0015 100 100 1e-06 0.5 5543 TCGA -1 0.005781171077737429 0.0043226645969266266 125 0.0015 100 100 1e-06 0.5 5543 TCGA -2 0.004092495933691529 0.004016772228475641 125 0.0015 100 100 1e-06 0.5 5543 TCGA -3 0.003926637915445101 0.003930299116963118 125 0.0015 100 100 1e-06 0.5 5543 TCGA -4 0.0038710581630431776 0.003894971102129799 125 0.0015 100 100 1e-06 0.5 5543 TCGA -5 0.0038462275362035397 0.0038776514342700567 125 0.0015 100 100 1e-06 0.5 5543 TCGA -6 0.0038329853504423797 0.00386732169918379 125 0.0015 100 100 1e-06 0.5 5543 TCGA -7 0.0038251698408818483 0.0038612728994620506 125 0.0015 100 100 1e-06 0.5 5543 TCGA -8 0.003820417920672853 0.0038570370899522724 125 0.0015 100 100 1e-06 0.5 5543 TCGA 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TCGA -90 0.0038090018743262627 0.0038474534811386513 125 0.0015 100 100 1e-06 0.5 5543 TCGA -91 0.003809263096222695 0.0038482052866069963 125 0.0015 100 100 1e-06 0.5 5543 TCGA -92 0.0038095791994646327 0.0038475829548665777 125 0.0015 100 100 1e-06 0.5 5543 TCGA -93 0.003809343735799809 0.00384736279067794 125 0.0015 100 100 1e-06 0.5 5543 TCGA -94 0.003809200359968079 0.003848583830623471 125 0.0015 100 100 1e-06 0.5 5543 TCGA -95 0.003809634184815968 0.0038478658323985847 125 0.0015 100 100 1e-06 0.5 5543 TCGA -96 0.003809553886181506 0.003846803299811243 125 0.0015 100 100 1e-06 0.5 5543 TCGA -97 0.0038092819638991045 0.00384768384658549 125 0.0015 100 100 1e-06 0.5 5543 TCGA -98 0.003809260756117496 0.0038469878198513436 125 0.0015 100 100 1e-06 0.5 5543 TCGA -99 0.003809279592399842 0.0038470687758851443 125 0.0015 100 100 1e-06 0.5 5543 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0015lr_100bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0015lr_100bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index f568a4732..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0015lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.11759259527999684 0.012746941111045866 125 0.0015 100 100 1e-06 0.0 6923 TCGA -1 0.005783256801515352 0.004382416378968774 125 0.0015 100 100 1e-06 0.0 6923 TCGA -2 0.004085963755972431 0.004080127952760787 125 0.0015 100 100 1e-06 0.0 6923 TCGA -3 0.00391934963883147 0.003995948164588093 125 0.0015 100 100 1e-06 0.0 6923 TCGA -4 0.003863431621941256 0.003961208685951766 125 0.0015 100 100 1e-06 0.0 6923 TCGA -5 0.003838420936579779 0.00394432196374889 125 0.0015 100 100 1e-06 0.0 6923 TCGA -6 0.0038253051266088733 0.003935318201518239 125 0.0015 100 100 1e-06 0.0 6923 TCGA -7 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0015lr_100bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0015lr_100bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index e67b00e9d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0015lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18123710465352708 0.1341997830562256 125 0.0015 100 100 0.001 0.1 8620 TCGA -1 0.07389142499112474 0.0282006772637517 125 0.0015 100 100 0.001 0.1 8620 TCGA -2 0.014844186874718815 0.007767399419660694 125 0.0015 100 100 0.001 0.1 8620 TCGA -3 0.005955639620603565 0.004812583273473247 125 0.0015 100 100 0.001 0.1 8620 TCGA -4 0.0044582158181359355 0.004157198288819598 125 0.0015 100 100 0.001 0.1 8620 TCGA -5 0.00407912497161174 0.003955641759082151 125 0.0015 100 100 0.001 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-85 0.0037996032516848252 0.0039192198637648295 125 0.0015 100 100 0.001 0.5 2726 TCGA -86 0.0037995723223727216 0.003920154978319928 125 0.0015 100 100 0.001 0.5 2726 TCGA -87 0.003799973068948457 0.0039201135882855065 125 0.0015 100 100 0.001 0.5 2726 TCGA -88 0.0037997588707596305 0.003920672661461048 125 0.0015 100 100 0.001 0.5 2726 TCGA -89 0.003799848934507241 0.003919845836555314 125 0.0015 100 100 0.001 0.5 2726 TCGA -90 0.003799947399675359 0.003921385613461985 125 0.0015 100 100 0.001 0.5 2726 TCGA -91 0.003800146371691268 0.003920391597434055 125 0.0015 100 100 0.001 0.5 2726 TCGA -92 0.0037999111136211784 0.003920661256269519 125 0.0015 100 100 0.001 0.5 2726 TCGA -93 0.003799676108574768 0.003921327590661582 125 0.0015 100 100 0.001 0.5 2726 TCGA -94 0.0038000973275105748 0.003920430725852224 125 0.0015 100 100 0.001 0.5 2726 TCGA -95 0.003799818333013615 0.00392042706725211 125 0.0015 100 100 0.001 0.5 2726 TCGA -96 0.0038003116413740518 0.003920332374210334 125 0.0015 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0.059221786073571085 0.056725013458249554 125 0.0015 100 100 0.0 0.5 3020 TCGA -2 0.05543137349471914 0.0529111863942302 125 0.0015 100 100 0.0 0.5 3020 TCGA -3 0.052039621192232176 0.04944120821117157 125 0.0015 100 100 0.0 0.5 3020 TCGA -4 0.028995989772992944 0.003826712535450881 125 0.0015 100 100 0.0 0.5 3020 TCGA -5 0.003808451368632416 0.0032994147851108458 125 0.0015 100 100 0.0 0.5 3020 TCGA -6 0.003544143401190284 0.003125202352995399 125 0.0015 100 100 0.0 0.5 3020 TCGA -7 0.00339827132258489 0.0030003754403348545 125 0.0015 100 100 0.0 0.5 3020 TCGA -8 0.003307120660820982 0.0029047153300451275 125 0.0015 100 100 0.0 0.5 3020 TCGA -9 0.003250417945797784 0.002866337644451078 125 0.0015 100 100 0.0 0.5 3020 TCGA -10 0.0031793110238367184 0.002804290366373095 125 0.0015 100 100 0.0 0.5 3020 TCGA -11 0.0031638283562466117 0.002789573908909856 125 0.0015 100 100 0.0 0.5 3020 TCGA -12 0.003122223204563967 0.002762041436087097 125 0.0015 100 100 0.0 0.5 3020 TCGA -13 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-97 0.0030966186223644982 0.003071425737691435 125 0.0015 50 100 1e-06 0.1 7182 TCGA -98 0.003090156838166862 0.003077581208948065 125 0.0015 50 100 1e-06 0.1 7182 TCGA -99 0.0030943355335413124 0.003078667987512434 125 0.0015 50 100 1e-06 0.1 7182 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0015lr_50bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0015lr_50bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index 31313e93d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.0015lr_50bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.05491540384904974 0.00458561678431067 125 0.0015 50 100 1e-06 0.5 9986 TCGA -1 0.004496892498464526 0.003957739090500166 125 0.0015 50 100 1e-06 0.5 9986 TCGA -2 0.003933075770998952 0.003775225123905357 125 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-73 0.003567755472589459 0.0033619874297411896 125 0.0015 50 100 1e-06 0.5 9986 TCGA -74 0.003573285000758851 0.003394925607667871 125 0.0015 50 100 1e-06 0.5 9986 TCGA -75 0.0035731979141716435 0.0033927201714610035 125 0.0015 50 100 1e-06 0.5 9986 TCGA -76 0.0035878853084032377 0.0034027262017523974 125 0.0015 50 100 1e-06 0.5 9986 TCGA -77 0.0035851354467661646 0.003386095850658252 125 0.0015 50 100 1e-06 0.5 9986 TCGA -78 0.003582027094911246 0.003392262264955134 125 0.0015 50 100 1e-06 0.5 9986 TCGA -79 0.003568044826061944 0.0033886030774994114 125 0.0015 50 100 1e-06 0.5 9986 TCGA -80 0.003579223517017471 0.003360095607051298 125 0.0015 50 100 1e-06 0.5 9986 TCGA -81 0.003579887803920459 0.0033807159160455717 125 0.0015 50 100 1e-06 0.5 9986 TCGA -82 0.003581318081680817 0.003408437563181298 125 0.0015 50 100 1e-06 0.5 9986 TCGA -83 0.003578464400004718 0.0033796465658493826 125 0.0015 50 100 1e-06 0.5 9986 TCGA -84 0.003571268329497679 0.0033797116835493986 125 0.0015 50 100 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_100bs_100e_0.000001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_100bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index 40df0664c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_100bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.14943661592765198 0.05540735918523079 125 0.001 100 100 1e-06 0.1 6494 TCGA -1 0.0166527015632217 0.005691121196627018 125 0.001 100 100 1e-06 0.1 6494 TCGA -2 0.004774881891186069 0.004349678378065477 125 0.001 100 100 1e-06 0.1 6494 TCGA -3 0.0041502032912677156 0.004073995594918054 125 0.001 100 100 1e-06 0.1 6494 TCGA -4 0.003980818509530367 0.00397147700873826 125 0.001 100 100 1e-06 0.1 6494 TCGA -5 0.00391026419432646 0.00392277393461996 125 0.001 100 100 1e-06 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0.003839761333483922 125 0.001 100 100 1e-06 0.1 6494 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index 74331873d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.14410145363588195 0.05047857697734881 125 0.001 100 100 1e-06 0.5 9816 TCGA -1 0.016964699536030137 0.00565370237080371 125 0.001 100 100 1e-06 0.5 9816 TCGA -2 0.005067906935243655 0.004543192226009153 125 0.001 100 100 1e-06 0.5 9816 TCGA -3 0.004327721291790617 0.0041870656470070836 125 0.001 100 100 1e-06 0.5 9816 TCGA -4 0.004030575151655556 0.004017731364367146 125 0.001 100 100 1e-06 0.5 9816 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0.003869843599035512 125 0.001 100 100 1e-06 0.5 9816 TCGA -76 0.003805673270192002 0.0038704016285681696 125 0.001 100 100 1e-06 0.5 9816 TCGA -77 0.003805909324522622 0.0038705264129231323 125 0.001 100 100 1e-06 0.5 9816 TCGA -78 0.0038054714510879495 0.003870237092183313 125 0.001 100 100 1e-06 0.5 9816 TCGA -79 0.003805855412442848 0.0038701963444806673 125 0.001 100 100 1e-06 0.5 9816 TCGA -80 0.0038057871998472465 0.003870320024352577 125 0.001 100 100 1e-06 0.5 9816 TCGA -81 0.003805698530562617 0.0038706267992006473 125 0.001 100 100 1e-06 0.5 9816 TCGA -82 0.003805585535530482 0.003869716447764006 125 0.001 100 100 1e-06 0.5 9816 TCGA -83 0.0038058893488020864 0.0038706765699682375 125 0.001 100 100 1e-06 0.5 9816 TCGA -84 0.003805890614752116 0.0038700419999939863 125 0.001 100 100 1e-06 0.5 9816 TCGA -85 0.0038056250568105064 0.003871144192180966 125 0.001 100 100 1e-06 0.5 9816 TCGA -86 0.0038056417778658275 0.003871957405269071 125 0.001 100 100 1e-06 0.5 9816 TCGA -87 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1e-06 0.5 9816 TCGA -99 0.0038054117916594935 0.003869928336519767 125 0.001 100 100 1e-06 0.5 9816 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_100bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_100bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index 1d4b43dce..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.15049329776250767 0.057740772732687955 125 0.001 100 100 1e-06 0.0 5127 TCGA -1 0.017356287000725987 0.005642956674997531 125 0.001 100 100 1e-06 0.0 5127 TCGA -2 0.0047834424338053915 0.004276528830485578 125 0.001 100 100 1e-06 0.0 5127 TCGA -3 0.004152090505130597 0.004007703077104224 125 0.001 100 100 1e-06 0.0 5127 TCGA -4 0.003984395749426198 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-98 0.0038150615584949775 0.0037853088763416115 125 0.001 100 100 1e-06 0.0 5127 TCGA -99 0.0038153590625213327 0.003786119747083241 125 0.001 100 100 1e-06 0.0 5127 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_100bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_100bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index 58570ccfd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1901237049753052 0.16679713788943076 125 0.001 100 100 0.001 0.1 9391 TCGA -1 0.12660545840624893 0.07997089732981208 125 0.001 100 100 0.001 0.1 9391 TCGA -2 0.04769031566377795 0.024979733576502034 125 0.001 100 100 0.001 0.1 9391 TCGA -3 0.015844961363651322 0.010087273369108014 125 0.001 100 100 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-98 0.003819314466473553 0.0037420286701046793 125 0.001 100 100 0.001 0.5 6039 TCGA -99 0.0038193635371884674 0.003742424069187749 125 0.001 100 100 0.001 0.5 6039 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_100bs_100e_0.001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_100bs_100e_0.001s_0n_TCGA.tsv deleted file mode 100644 index b41b9f396..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_100bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1923596131001909 0.16848625347542404 125 0.001 100 100 0.001 0.0 7057 TCGA -1 0.12974127786628423 0.08360899775171998 125 0.001 100 100 0.001 0.0 7057 TCGA -2 0.050259948609048984 0.02633270929244595 125 0.001 100 100 0.001 0.0 7057 TCGA -3 0.016670461247170632 0.010402948221182404 125 0.001 100 100 0.001 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--git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_100bs_100e_0s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_100bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index bd05a3a89..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_100bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.11093465706601927 0.06832232281341026 125 0.001 100 100 0.0 0.5 3921 TCGA -1 0.06777847884092923 0.0660633863366429 125 0.001 100 100 0.0 0.5 3921 TCGA -2 0.06535634896690418 0.06397880714892143 125 0.001 100 100 0.0 0.5 3921 TCGA -3 0.06398067452310385 0.0630814867777441 125 0.001 100 100 0.0 0.5 3921 TCGA -4 0.06303576366043022 0.06225148880451768 125 0.001 100 100 0.0 0.5 3921 TCGA -5 0.06216585488898678 0.061036990290910156 125 0.001 100 100 0.0 0.5 3921 TCGA -6 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_100bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index c5f3037d6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.10858995282386533 0.07112645466423514 125 0.001 100 100 0.0 0.0 6250 TCGA -1 0.0698985506270344 0.0691818412973653 125 0.001 100 100 0.0 0.0 6250 TCGA -2 0.06857799738479227 0.06814369128726834 125 0.001 100 100 0.0 0.0 6250 TCGA -3 0.06799478609439637 0.06780224409534703 125 0.001 100 100 0.0 0.0 6250 TCGA -4 0.0677479739351948 0.06762479593855651 125 0.001 100 100 0.0 0.0 6250 TCGA -5 0.06757455230930152 0.06741543660810845 125 0.001 100 100 0.0 0.0 6250 TCGA -6 0.06736126481798134 0.06724407681118903 125 0.001 100 100 0.0 0.0 6250 TCGA -7 0.067231221617479 0.06709253282552988 125 0.001 100 100 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num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.07201792207285712 0.0053434456960677204 125 0.001 50 100 1e-06 0.5 9917 TCGA -1 0.005018194837838524 0.004339298701391148 125 0.001 50 100 1e-06 0.5 9917 TCGA -2 0.0043117531547402915 0.003943775813259072 125 0.001 50 100 1e-06 0.5 9917 TCGA -3 0.003946677556113598 0.0037737504331086147 125 0.001 50 100 1e-06 0.5 9917 TCGA -4 0.0038308450741769678 0.0037225083478412886 125 0.001 50 100 1e-06 0.5 9917 TCGA -5 0.003791512757959099 0.0036788753914791883 125 0.001 50 100 1e-06 0.5 9917 TCGA -6 0.0037610312623726225 0.003630100866433364 125 0.001 50 100 1e-06 0.5 9917 TCGA -7 0.0037258418077002753 0.0035773729741685654 125 0.001 50 100 1e-06 0.5 9917 TCGA -8 0.0036974902869161552 0.003528654103836597 125 0.001 50 100 1e-06 0.5 9917 TCGA -9 0.0036645867037037472 0.0034935122774679907 125 0.001 50 100 1e-06 0.5 9917 TCGA -10 0.0036559321353955686 0.0034921376371578354 125 0.001 50 100 1e-06 0.5 9917 TCGA -11 0.0036409616498196545 0.0034682683169317604 125 0.001 50 100 1e-06 0.5 9917 TCGA -12 0.003646184929546444 0.0034656885019199333 125 0.001 50 100 1e-06 0.5 9917 TCGA -13 0.003633317197624684 0.003450276764184611 125 0.001 50 100 1e-06 0.5 9917 TCGA -14 0.0036324202385816804 0.003433401911664548 125 0.001 50 100 1e-06 0.5 9917 TCGA -15 0.0036109440731499453 0.0034422546721077593 125 0.001 50 100 1e-06 0.5 9917 TCGA -16 0.003626218945536863 0.003431535316584398 125 0.001 50 100 1e-06 0.5 9917 TCGA -17 0.003606377792017513 0.003423825742901495 125 0.001 50 100 1e-06 0.5 9917 TCGA -18 0.0036065953201341442 0.0034305315380494797 125 0.001 50 100 1e-06 0.5 9917 TCGA -19 0.003611524210136102 0.00342976397380757 125 0.001 50 100 1e-06 0.5 9917 TCGA -20 0.00361779287302263 0.003431882307953646 125 0.001 50 100 1e-06 0.5 9917 TCGA -21 0.003600564941752235 0.0034166332743781145 125 0.001 50 100 1e-06 0.5 9917 TCGA -22 0.0036211670292937447 0.0034280327364016117 125 0.001 50 100 1e-06 0.5 9917 TCGA -23 0.0036096274854571877 0.003416147442235045 125 0.001 50 100 1e-06 0.5 9917 TCGA -24 0.0035901068939684653 0.0034170968308296036 125 0.001 50 100 1e-06 0.5 9917 TCGA -25 0.003597592400721245 0.0034171237046338953 125 0.001 50 100 1e-06 0.5 9917 TCGA -26 0.0035799366250161826 0.0034144663172376217 125 0.001 50 100 1e-06 0.5 9917 TCGA -27 0.0035852737525085684 0.003400535012674916 125 0.001 50 100 1e-06 0.5 9917 TCGA -28 0.0035963864211761894 0.0034129118626403747 125 0.001 50 100 1e-06 0.5 9917 TCGA -29 0.0035964989230772315 0.003404456244585053 125 0.001 50 100 1e-06 0.5 9917 TCGA -30 0.003582710106917934 0.0034041888578958696 125 0.001 50 100 1e-06 0.5 9917 TCGA -31 0.0035834065961259285 0.003401169148577967 125 0.001 50 100 1e-06 0.5 9917 TCGA -32 0.0035663209427006727 0.0033954618821603866 125 0.001 50 100 1e-06 0.5 9917 TCGA -33 0.0035666853898381687 0.0033760529757950026 125 0.001 50 100 1e-06 0.5 9917 TCGA -34 0.003561883965400701 0.0033872030761991465 125 0.001 50 100 1e-06 0.5 9917 TCGA -35 0.003544996048058 0.003368322943435542 125 0.001 50 100 1e-06 0.5 9917 TCGA -36 0.0035736575197571506 0.0033867140417572243 125 0.001 50 100 1e-06 0.5 9917 TCGA -37 0.0035636794336985507 0.003371123921818769 125 0.001 50 100 1e-06 0.5 9917 TCGA -38 0.0035436460491288955 0.003400010662855365 125 0.001 50 100 1e-06 0.5 9917 TCGA -39 0.0035402306233857997 0.003377833843568162 125 0.001 50 100 1e-06 0.5 9917 TCGA -40 0.003551746143850623 0.0033582227524538437 125 0.001 50 100 1e-06 0.5 9917 TCGA -41 0.003539613352263936 0.0033835271693972036 125 0.001 50 100 1e-06 0.5 9917 TCGA -42 0.0035586579392908116 0.0033621204134788195 125 0.001 50 100 1e-06 0.5 9917 TCGA -43 0.0035459247871714454 0.0033594896752462164 125 0.001 50 100 1e-06 0.5 9917 TCGA -44 0.00356420205179604 0.0033811279993747646 125 0.001 50 100 1e-06 0.5 9917 TCGA -45 0.0035483754906424562 0.003384812448370322 125 0.001 50 100 1e-06 0.5 9917 TCGA -46 0.0035364692635170576 0.0033721244840147955 125 0.001 50 100 1e-06 0.5 9917 TCGA -47 0.0035475760767759656 0.003354242310190021 125 0.001 50 100 1e-06 0.5 9917 TCGA -48 0.003563071505377305 0.0033736804537662307 125 0.001 50 100 1e-06 0.5 9917 TCGA -49 0.003544068496747275 0.003373741220224218 125 0.001 50 100 1e-06 0.5 9917 TCGA -50 0.0035514669616130037 0.0033539277548204414 125 0.001 50 100 1e-06 0.5 9917 TCGA -51 0.0035459974214442106 0.003367026461681454 125 0.001 50 100 1e-06 0.5 9917 TCGA -52 0.003537012336822232 0.00335221903763674 125 0.001 50 100 1e-06 0.5 9917 TCGA -53 0.003545619666758097 0.003363535723101404 125 0.001 50 100 1e-06 0.5 9917 TCGA -54 0.0035325103765389944 0.0033663067821619198 125 0.001 50 100 1e-06 0.5 9917 TCGA -55 0.0035325597460952496 0.0033655113110028618 125 0.001 50 100 1e-06 0.5 9917 TCGA -56 0.003540016739189588 0.00333483797736728 125 0.001 50 100 1e-06 0.5 9917 TCGA -57 0.0035268541840034508 0.003349856138884572 125 0.001 50 100 1e-06 0.5 9917 TCGA -58 0.0035508684062389925 0.003368684453374926 125 0.001 50 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0.001 50 100 1e-06 0.5 9917 TCGA -71 0.0035399050952197005 0.0033967746679095467 125 0.001 50 100 1e-06 0.5 9917 TCGA -72 0.003547947470395834 0.0033577476866805374 125 0.001 50 100 1e-06 0.5 9917 TCGA -73 0.0035525891158111472 0.0033432302046473602 125 0.001 50 100 1e-06 0.5 9917 TCGA -74 0.0035431605157630443 0.0033526502236087418 125 0.001 50 100 1e-06 0.5 9917 TCGA -75 0.0035356540647776633 0.0033384271565094666 125 0.001 50 100 1e-06 0.5 9917 TCGA -76 0.003553103282616268 0.003349614324956084 125 0.001 50 100 1e-06 0.5 9917 TCGA -77 0.0035449143902269017 0.0033553791754228537 125 0.001 50 100 1e-06 0.5 9917 TCGA -78 0.00353021401756459 0.003360373558869688 125 0.001 50 100 1e-06 0.5 9917 TCGA -79 0.0035280836312868926 0.0033523286166296682 125 0.001 50 100 1e-06 0.5 9917 TCGA -80 0.0035342081138428176 0.0033184396016444242 125 0.001 50 100 1e-06 0.5 9917 TCGA -81 0.0035402758258478786 0.0033599342834953238 125 0.001 50 100 1e-06 0.5 9917 TCGA -82 0.003537363226376104 0.003363507163322451 125 0.001 50 100 1e-06 0.5 9917 TCGA -83 0.003536213571913661 0.003336080491552176 125 0.001 50 100 1e-06 0.5 9917 TCGA -84 0.00353614101773734 0.0033400191073703705 125 0.001 50 100 1e-06 0.5 9917 TCGA -85 0.003524835238621788 0.0033521764495190063 125 0.001 50 100 1e-06 0.5 9917 TCGA -86 0.003544503562050511 0.0033508992517582285 125 0.001 50 100 1e-06 0.5 9917 TCGA -87 0.00353054323276597 0.0033477791655228367 125 0.001 50 100 1e-06 0.5 9917 TCGA -88 0.003538175639620013 0.0033272271145172606 125 0.001 50 100 1e-06 0.5 9917 TCGA -89 0.003544032543397403 0.003341542562731921 125 0.001 50 100 1e-06 0.5 9917 TCGA -90 0.0035415260433711597 0.003359786613877095 125 0.001 50 100 1e-06 0.5 9917 TCGA -91 0.0035462614782661855 0.003340292993427521 125 0.001 50 100 1e-06 0.5 9917 TCGA -92 0.003537823695168423 0.0033482742664315292 125 0.001 50 100 1e-06 0.5 9917 TCGA -93 0.003541431528423491 0.0033494142941831043 125 0.001 50 100 1e-06 0.5 9917 TCGA -94 0.0035369166691822575 0.0033505325411544674 125 0.001 50 100 1e-06 0.5 9917 TCGA -95 0.003529647869700492 0.0033464488063250954 125 0.001 50 100 1e-06 0.5 9917 TCGA -96 0.003532833014684009 0.0033533275209311113 125 0.001 50 100 1e-06 0.5 9917 TCGA -97 0.0035438687882183126 0.003350784773961758 125 0.001 50 100 1e-06 0.5 9917 TCGA -98 0.003548290094007058 0.003347972942628528 125 0.001 50 100 1e-06 0.5 9917 TCGA -99 0.00353813279727425 0.0033571368595819227 125 0.001 50 100 1e-06 0.5 9917 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_50bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_50bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index 8e7edbca9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_50bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index 4fad67502..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.001lr_50bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.08721349226525618 0.059601006009171356 125 0.001 50 100 0.0 0.5 4838 TCGA -1 0.059177631008523905 0.05801819313560898 125 0.001 50 100 0.0 0.5 4838 TCGA -2 0.05776039777586191 0.05654731138267709 125 0.001 50 100 0.0 0.5 4838 TCGA -3 0.05611287247177905 0.05493887257411252 125 0.001 50 100 0.0 0.5 4838 TCGA -4 0.054794410811010545 0.053720805176238916 125 0.001 50 100 0.0 0.5 4838 TCGA -5 0.05200794619855397 0.04845265141833368 125 0.001 50 100 0.0 0.5 4838 TCGA -6 0.015915148579491088 0.0035092916758497007 125 0.001 50 100 0.0 0.5 4838 TCGA -7 0.003501934297005479 0.0032649681103139668 125 0.001 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.002lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.09479806983045289 0.005434737718621989 125 0.002 100 100 1e-06 0.0 7395 TCGA -1 0.004362976364136484 0.004013474887920234 125 0.002 100 100 1e-06 0.0 7395 TCGA -2 0.003948991358622606 0.003880683812382982 125 0.002 100 100 1e-06 0.0 7395 TCGA -3 0.003873418457120015 0.0038385609791955757 125 0.002 100 100 1e-06 0.0 7395 TCGA -4 0.003845903952962064 0.003821647733019375 125 0.002 100 100 1e-06 0.0 7395 TCGA -5 0.003833244109386147 0.0038122289285213505 125 0.002 100 100 1e-06 0.0 7395 TCGA -6 0.003826558465658471 0.0038065776116584416 125 0.002 100 100 1e-06 0.0 7395 TCGA -7 0.0038224622119011867 0.0038031042511364323 125 0.002 100 100 1e-06 0.0 7395 TCGA -8 0.0038202222578459545 0.0038018503516500618 125 0.002 100 100 1e-06 0.0 7395 TCGA -9 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100644 index 9bc0b5f38..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.002lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.16880718321905483 0.10352339749060684 125 0.002 100 100 0.001 0.1 8782 TCGA -1 0.04687166734704506 0.014885834628837791 125 0.002 100 100 0.001 0.1 8782 TCGA -2 0.008536314748319907 0.005437535289955798 125 0.002 100 100 0.001 0.1 8782 TCGA -3 0.004649519254056897 0.0042227684524865005 125 0.002 100 100 0.001 0.1 8782 TCGA -4 0.004053440450899946 0.003968421190780536 125 0.002 100 100 0.001 0.1 8782 TCGA -5 0.003910899389847466 0.0038917406319392534 125 0.002 100 100 0.001 0.1 8782 TCGA -6 0.0038629262624964417 0.0038608194108883938 125 0.002 100 100 0.001 0.1 8782 TCGA -7 0.003842050931990797 0.0038454985601743263 125 0.002 100 100 0.001 0.1 8782 TCGA -8 0.003831101515339626 0.0038370801973619953 125 0.002 100 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.002lr_100bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index d2ba1c370..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.002lr_100bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1657203069838885 0.08855171726277127 125 0.002 100 100 0.001 0.5 5156 TCGA -1 0.035436356269078456 0.01009348884749053 125 0.002 100 100 0.001 0.5 5156 TCGA -2 0.0064719224719051865 0.004747255616376747 125 0.002 100 100 0.001 0.5 5156 TCGA -3 0.004336312961156399 0.004082694654376363 125 0.002 100 100 0.001 0.5 5156 TCGA -4 0.003993215018035916 0.003924969300608989 125 0.002 100 100 0.001 0.5 5156 TCGA -5 0.0038966245756226034 0.0038693570473404535 125 0.002 100 100 0.001 0.5 5156 TCGA -6 0.0038588992022693105 0.003844530155517198 125 0.002 100 100 0.001 0.5 5156 TCGA -7 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.002lr_100bs_100e_0.001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.002lr_100bs_100e_0.001s_0n_TCGA.tsv deleted file mode 100644 index 2254e3ca4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.002lr_100bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.17623852083912944 0.1257801119556379 125 0.002 100 100 0.001 0.0 2223 TCGA -1 0.07108515741363648 0.030273518305103383 125 0.002 100 100 0.001 0.0 2223 TCGA -2 0.016471601033630896 0.008635550807581176 125 0.002 100 100 0.001 0.0 2223 TCGA -3 0.006289697976772314 0.004938913396929377 125 0.002 100 100 0.001 0.0 2223 TCGA -4 0.0044120855401057505 0.00415640088247519 125 0.002 100 100 0.001 0.0 2223 TCGA -5 0.003983306384638437 0.003960252485598377 125 0.002 100 100 0.001 0.0 2223 TCGA -6 0.0038688718474871654 0.003904090238379399 125 0.002 100 100 0.001 0.0 2223 TCGA -7 0.0038335500095573512 0.0038854092272962606 125 0.002 100 100 0.001 0.0 2223 TCGA -8 0.0038203744113331764 0.0038776912377800924 125 0.002 100 100 0.001 0.0 2223 TCGA -9 0.003814352955336512 0.003873965561380563 125 0.002 100 100 0.001 0.0 2223 TCGA -10 0.003811130345773976 0.0038716514236831934 125 0.002 100 100 0.001 0.0 2223 TCGA -11 0.0038091763799451023 0.003870191191786423 125 0.002 100 100 0.001 0.0 2223 TCGA -12 0.0038079069048404953 0.0038692657660281088 125 0.002 100 100 0.001 0.0 2223 TCGA -13 0.003807060596559004 0.0038685472424717705 125 0.002 100 100 0.001 0.0 2223 TCGA -14 0.0038064486124521706 0.0038680320373975004 125 0.002 100 100 0.001 0.0 2223 TCGA -15 0.003806006592532173 0.003867788990285603 125 0.002 100 100 0.001 0.0 2223 TCGA -16 0.003805667922909725 0.0038673601384700542 125 0.002 100 100 0.001 0.0 2223 TCGA -17 0.0038054306716024575 0.003867140462172765 125 0.002 100 100 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.002lr_100bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index 5c4de9d8b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.002lr_100bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.08421387798931998 0.0069030812571770584 125 0.002 100 100 0.0 0.5 2854 TCGA -1 0.0043196073503116335 0.0035062138630011725 125 0.002 100 100 0.0 0.5 2854 TCGA -2 0.003723386713738257 0.0033191052901947017 125 0.002 100 100 0.0 0.5 2854 TCGA -3 0.0035272000651386205 0.0031503286463063418 125 0.002 100 100 0.0 0.5 2854 TCGA -4 0.0033874220288019636 0.003033693904412826 125 0.002 100 100 0.0 0.5 2854 TCGA -5 0.003273794484324857 0.00295316242851579 125 0.002 100 100 0.0 0.5 2854 TCGA -6 0.003189968542562918 0.0028782239951305653 125 0.002 100 100 0.0 0.5 2854 TCGA -7 0.003124391640395006 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.002lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.09436612076020318 0.0644386114187576 125 0.002 100 100 0.0 0.0 2208 TCGA -1 0.06265815308928582 0.06131514356513718 125 0.002 100 100 0.0 0.0 2208 TCGA -2 0.060182033898605145 0.05932087305203155 125 0.002 100 100 0.0 0.0 2208 TCGA -3 0.058923319928520214 0.058731769272430456 125 0.002 100 100 0.0 0.0 2208 TCGA -4 0.05851583341320573 0.05830310496627985 125 0.002 100 100 0.0 0.0 2208 TCGA -5 0.05801090285205285 0.05784313625950909 125 0.002 100 100 0.0 0.0 2208 TCGA -6 0.057631145636741835 0.057336989921241546 125 0.002 100 100 0.0 0.0 2208 TCGA -7 0.05707554615770404 0.05701465820472444 125 0.002 100 100 0.0 0.0 2208 TCGA -8 0.05681737489729724 0.05647385985258237 125 0.002 100 100 0.0 0.0 2208 TCGA -9 0.055918839384747315 0.05554405850681228 125 0.002 100 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sparsity noise seed dataset -0 0.04312502818397503 0.004318958652631646 125 0.002 50 100 1e-06 0.1 3578 TCGA -1 0.004139558511800405 0.0037851909166155147 125 0.002 50 100 1e-06 0.1 3578 TCGA -2 0.0037859260684243302 0.003584700409585058 125 0.002 50 100 1e-06 0.1 3578 TCGA -3 0.003621878811439019 0.0034611002932859575 125 0.002 50 100 1e-06 0.1 3578 TCGA -4 0.0035181645115184416 0.003388946189137934 125 0.002 50 100 1e-06 0.1 3578 TCGA -5 0.003463585020508357 0.0033434718126552788 125 0.002 50 100 1e-06 0.1 3578 TCGA -6 0.003426166763794264 0.0033136399032257908 125 0.002 50 100 1e-06 0.1 3578 TCGA -7 0.0033975406583396086 0.0032938516455417004 125 0.002 50 100 1e-06 0.1 3578 TCGA -8 0.0033868535343095627 0.0032743866784713375 125 0.002 50 100 1e-06 0.1 3578 TCGA -9 0.0033756848129444135 0.0032686849461690563 125 0.002 50 100 1e-06 0.1 3578 TCGA -10 0.003373496326753972 0.0032648728872607252 125 0.002 50 100 1e-06 0.1 3578 TCGA -11 0.0033673936897105593 0.003257202583566383 125 0.002 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sparsity noise seed dataset -0 0.044846078869317546 0.004414297368882889 125 0.002 50 100 1e-06 0.5 5777 TCGA -1 0.004155665296809221 0.0038878575093744686 125 0.002 50 100 1e-06 0.5 5777 TCGA -2 0.0038440071786191962 0.0038323741109021494 125 0.002 50 100 1e-06 0.5 5777 TCGA -3 0.0038180372714958916 0.0038201314041475254 125 0.002 50 100 1e-06 0.5 5777 TCGA -4 0.003810637597984695 0.0038099295363747446 125 0.002 50 100 1e-06 0.5 5777 TCGA -5 0.003802450295725451 0.0037931365396209698 125 0.002 50 100 1e-06 0.5 5777 TCGA -6 0.003790208925612089 0.003765913998315008 125 0.002 50 100 1e-06 0.5 5777 TCGA -7 0.003764576181404077 0.003716556833888493 125 0.002 50 100 1e-06 0.5 5777 TCGA -8 0.003736211835807047 0.0036500543847343132 125 0.002 50 100 1e-06 0.5 5777 TCGA -9 0.0037129678958258716 0.003614041106026601 125 0.002 50 100 1e-06 0.5 5777 TCGA -10 0.0037022441216952493 0.003612268306595746 125 0.002 50 100 1e-06 0.5 5777 TCGA -11 0.0036896279556303552 0.003598711889789407 125 0.002 50 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0.00365143957911578 0.0035817212514092575 125 0.002 50 100 1e-06 0.5 5777 TCGA -48 0.0036517112191114917 0.003522662444732821 125 0.002 50 100 1e-06 0.5 5777 TCGA -49 0.0036639191846415536 0.003570289094815377 125 0.002 50 100 1e-06 0.5 5777 TCGA -50 0.0036588301270639246 0.0035647564174504437 125 0.002 50 100 1e-06 0.5 5777 TCGA -51 0.0036419253487700045 0.003542347497601605 125 0.002 50 100 1e-06 0.5 5777 TCGA -52 0.0036524306980520653 0.003571236418354227 125 0.002 50 100 1e-06 0.5 5777 TCGA -53 0.003662359819012866 0.0035715826714514337 125 0.002 50 100 1e-06 0.5 5777 TCGA -54 0.0036469375829424745 0.0035527367355423656 125 0.002 50 100 1e-06 0.5 5777 TCGA -55 0.0036475507720304026 0.0035577985720156723 125 0.002 50 100 1e-06 0.5 5777 TCGA -56 0.0036572194408210795 0.003561945790050542 125 0.002 50 100 1e-06 0.5 5777 TCGA -57 0.0036485348464298435 0.003533573401155858 125 0.002 50 100 1e-06 0.5 5777 TCGA -58 0.0036478277056682024 0.003563461529240761 125 0.002 50 100 1e-06 0.5 5777 TCGA -59 0.003648253620745335 0.0035314579674478003 125 0.002 50 100 1e-06 0.5 5777 TCGA -60 0.0036616780657833916 0.0035595098479964476 125 0.002 50 100 1e-06 0.5 5777 TCGA -61 0.0036502780765908355 0.0035800916475042625 125 0.002 50 100 1e-06 0.5 5777 TCGA -62 0.0036485747526249996 0.003539125210413681 125 0.002 50 100 1e-06 0.5 5777 TCGA -63 0.0036539682611011824 0.0035661534282224413 125 0.002 50 100 1e-06 0.5 5777 TCGA -64 0.003651269776629163 0.0035298538801433453 125 0.002 50 100 1e-06 0.5 5777 TCGA -65 0.0036585149783522593 0.00358520778382768 125 0.002 50 100 1e-06 0.5 5777 TCGA -66 0.0036458470104188427 0.0035710453579960457 125 0.002 50 100 1e-06 0.5 5777 TCGA -67 0.003649778092703746 0.003564353187535726 125 0.002 50 100 1e-06 0.5 5777 TCGA -68 0.003648502749663987 0.0035610633818011486 125 0.002 50 100 1e-06 0.5 5777 TCGA -69 0.0036361138630289975 0.0035737124470591394 125 0.002 50 100 1e-06 0.5 5777 TCGA -70 0.0036597609669028323 0.0035515185960348526 125 0.002 50 100 1e-06 0.5 5777 TCGA -71 0.0036409759307661693 0.0035510366670225735 125 0.002 50 100 1e-06 0.5 5777 TCGA -72 0.003653204296408374 0.0035390239185536625 125 0.002 50 100 1e-06 0.5 5777 TCGA -73 0.0036583097459754 0.0035534102900243885 125 0.002 50 100 1e-06 0.5 5777 TCGA -74 0.003654171563003003 0.00355828951473287 125 0.002 50 100 1e-06 0.5 5777 TCGA -75 0.0036400741539038537 0.003576326214394827 125 0.002 50 100 1e-06 0.5 5777 TCGA -76 0.0036469778455953945 0.003546378735555851 125 0.002 50 100 1e-06 0.5 5777 TCGA -77 0.0036439863898748647 0.0035869720293648876 125 0.002 50 100 1e-06 0.5 5777 TCGA -78 0.003643398660463078 0.003563585878354521 125 0.002 50 100 1e-06 0.5 5777 TCGA -79 0.003646335979069729 0.0035672301763490814 125 0.002 50 100 1e-06 0.5 5777 TCGA -80 0.0036460902176582 0.00355919065239404 125 0.002 50 100 1e-06 0.5 5777 TCGA -81 0.00365251454195474 0.003555539697081075 125 0.002 50 100 1e-06 0.5 5777 TCGA -82 0.0036535711039220706 0.0035633740059788054 125 0.002 50 100 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50 100 1e-06 0.5 5777 TCGA -95 0.003656247184909269 0.003563865588687772 125 0.002 50 100 1e-06 0.5 5777 TCGA -96 0.003635728885421226 0.003555509955598856 125 0.002 50 100 1e-06 0.5 5777 TCGA -97 0.003639269025668041 0.0035459376501864822 125 0.002 50 100 1e-06 0.5 5777 TCGA -98 0.003639585087926172 0.003545430776705245 125 0.002 50 100 1e-06 0.5 5777 TCGA -99 0.0036471192611173295 0.0035593144562862927 125 0.002 50 100 1e-06 0.5 5777 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.002lr_50bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.002lr_50bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index db4b9649c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.002lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.04387140427499332 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.002lr_50bs_100e_0s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.002lr_50bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index 78b6981dc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.002lr_50bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.04474678530991065 0.0034949451804292112 125 0.002 50 100 0.0 0.5 8662 TCGA -1 0.003655939855944323 0.0032016822609619877 125 0.002 50 100 0.0 0.5 8662 TCGA -2 0.0033613219804719185 0.0030443395988725536 125 0.002 50 100 0.0 0.5 8662 TCGA -3 0.0032133646706739368 0.002930338583399902 125 0.002 50 100 0.0 0.5 8662 TCGA -4 0.0031161129428432404 0.0028041232220510294 125 0.002 50 100 0.0 0.5 8662 TCGA -5 0.0030495126210417145 0.002756614118683428 125 0.002 50 100 0.0 0.5 8662 TCGA -6 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4cc96dd6b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_125z_0.002lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.07401975624879525 0.0539269733743452 125 0.002 50 100 0.0 0.0 6047 TCGA -1 0.052551160652478605 0.051532746409651026 125 0.002 50 100 0.0 0.0 6047 TCGA -2 0.05113421907357997 0.05081546624850987 125 0.002 50 100 0.0 0.0 6047 TCGA -3 0.050626011040360686 0.05018776578444931 125 0.002 50 100 0.0 0.0 6047 TCGA -4 0.04973230388534031 0.048891438835829346 125 0.002 50 100 0.0 0.0 6047 TCGA -5 0.0473278821735513 0.04608835220037393 125 0.002 50 100 0.0 0.0 6047 TCGA -6 0.044800059294189 0.043254837318880475 125 0.002 50 100 0.0 0.0 6047 TCGA -7 0.038399629435625804 0.005122704071053608 125 0.002 50 100 0.0 0.0 6047 TCGA -8 0.004013651080799837 0.0033851550510574377 125 0.002 50 100 0.0 0.0 6047 TCGA -9 0.0031021242879787675 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val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1884546021037182 0.18831529659242485 25 1e-05 100 100 1e-06 0.1 789 TCGA -1 0.18842600148621513 0.18831167755714015 25 1e-05 100 100 1e-06 0.1 789 TCGA -2 0.1884224979818792 0.1883075869263117 25 1e-05 100 100 1e-06 0.1 789 TCGA -3 0.18841714953615113 0.18830052834359845 25 1e-05 100 100 1e-06 0.1 789 TCGA -4 0.18840537795312357 0.1882759123741083 25 1e-05 100 100 1e-06 0.1 789 TCGA -5 0.18831891833218975 0.18809767149800632 25 1e-05 100 100 1e-06 0.1 789 TCGA -6 0.1880199088207618 0.18766522287723408 25 1e-05 100 100 1e-06 0.1 789 TCGA -7 0.18744970531432487 0.1869717988386825 25 1e-05 100 100 1e-06 0.1 789 TCGA -8 0.1866355732454228 0.18600862709122087 25 1e-05 100 100 1e-06 0.1 789 TCGA -9 0.18548167339990895 0.18471969806369226 25 1e-05 100 100 1e-06 0.1 789 TCGA -10 0.1841053668958878 0.1832782030854393 25 1e-05 100 100 1e-06 0.1 789 TCGA -11 0.18262932487252115 0.18175912300246444 25 1e-05 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0.10117673450268623 0.1002480963516475 25 1e-05 100 100 1e-06 0.1 789 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index e5f9850de..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18845322762919212 0.18842659725915248 25 1e-05 100 100 1e-06 0.5 9722 TCGA -1 0.18841460572880206 0.1884226421614987 25 1e-05 100 100 1e-06 0.5 9722 TCGA -2 0.18841102290185438 0.18841886378113348 25 1e-05 100 100 1e-06 0.5 9722 TCGA -3 0.18840630152240398 0.18841271723934155 25 1e-05 100 100 1e-06 0.5 9722 TCGA -4 0.18839814114156797 0.18840218062077335 25 1e-05 100 100 1e-06 0.5 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18845770473205586 0.1884791955875991 25 1e-05 100 100 1e-06 0.0 2607 TCGA -1 0.18840869484615452 0.18847537976713036 25 1e-05 100 100 1e-06 0.0 2607 TCGA -2 0.1884052060084599 0.1884716061790984 25 1e-05 100 100 1e-06 0.0 2607 TCGA -3 0.18840030240705202 0.18846523866581558 25 1e-05 100 100 1e-06 0.0 2607 TCGA -4 0.1883918471631893 0.18845433243854562 25 1e-05 100 100 1e-06 0.0 2607 TCGA -5 0.1883778461708476 0.18843664041715652 25 1e-05 100 100 1e-06 0.0 2607 TCGA -6 0.18835185799185938 0.18839070605273223 25 1e-05 100 100 1e-06 0.0 2607 TCGA -7 0.18823063584799904 0.18816302267450782 25 1e-05 100 100 1e-06 0.0 2607 TCGA -8 0.18790617183338174 0.18775410882791682 25 1e-05 100 100 1e-06 0.0 2607 TCGA -9 0.18744361936507153 0.18724129068192524 25 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_100bs_100e_0.001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_100bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index 388384fe0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_100bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.22249454742883623 0.19093158504172186 25 1e-05 100 100 0.001 0.5 7686 TCGA -1 0.189535237980988 0.189073711184401 25 1e-05 100 100 0.001 0.5 7686 TCGA -2 0.18878463055522252 0.18875717697431094 25 1e-05 100 100 0.001 0.5 7686 TCGA -3 0.18859579980553015 0.18865342086284004 25 1e-05 100 100 0.001 0.5 7686 TCGA -4 0.1885229763039016 0.188605735799176 25 1e-05 100 100 0.001 0.5 7686 TCGA -5 0.18848707702479495 0.18857408131486805 25 1e-05 100 100 0.001 0.5 7686 TCGA -6 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_100bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.23783875933474816 0.19135899579704707 25 1e-05 100 100 0.001 0.0 2152 TCGA -1 0.1896545953207855 0.18921827296515806 25 1e-05 100 100 0.001 0.0 2152 TCGA -2 0.1888303044904408 0.18881558832810752 25 1e-05 100 100 0.001 0.0 2152 TCGA -3 0.1886264136499134 0.1886812866333142 25 1e-05 100 100 0.001 0.0 2152 TCGA -4 0.18854162361602164 0.1886132191024234 25 1e-05 100 100 0.001 0.0 2152 TCGA -5 0.18849988544688506 0.18857950653562594 25 1e-05 100 100 0.001 0.0 2152 TCGA -6 0.18847587179067823 0.18855340973516205 25 1e-05 100 100 0.001 0.0 2152 TCGA -7 0.18845943349295793 0.18853698962896911 25 1e-05 100 100 0.001 0.0 2152 TCGA -8 0.18844807195382693 0.18852446793611324 25 1e-05 100 100 0.001 0.0 2152 TCGA -9 0.18843953262709762 0.18851636425035084 25 1e-05 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-53 0.11010553530383183 0.1091465435959586 25 1e-05 100 100 0.0 0.1 7255 TCGA -54 0.10872638956974734 0.10772214522912874 25 1e-05 100 100 0.0 0.1 7255 TCGA -55 0.10727173698485357 0.10619877439797223 25 1e-05 100 100 0.0 0.1 7255 TCGA -56 0.1057506005349057 0.104577573774448 25 1e-05 100 100 0.0 0.1 7255 TCGA -57 0.1040759394112702 0.10287601774062344 25 1e-05 100 100 0.0 0.1 7255 TCGA -58 0.1023685493865028 0.10111463448060817 25 1e-05 100 100 0.0 0.1 7255 TCGA -59 0.1006540418576018 0.09933323491757838 25 1e-05 100 100 0.0 0.1 7255 TCGA -60 0.09891231076544264 0.09756667215620453 25 1e-05 100 100 0.0 0.1 7255 TCGA -61 0.09718002570049347 0.09584742380147004 25 1e-05 100 100 0.0 0.1 7255 TCGA -62 0.09551673948778107 0.0942032735177021 25 1e-05 100 100 0.0 0.1 7255 TCGA -63 0.0939458237029716 0.09265493822457203 25 1e-05 100 100 0.0 0.1 7255 TCGA -64 0.09244479390260617 0.09121388470257946 25 1e-05 100 100 0.0 0.1 7255 TCGA -65 0.09104799281650655 0.0898847048306585 25 1e-05 100 100 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TCGA -91 0.07787394634476995 0.0774265252540459 25 1e-05 100 100 0.0 0.1 7255 TCGA -92 0.07776588247428849 0.07731098370935449 25 1e-05 100 100 0.0 0.1 7255 TCGA -93 0.07763146233503435 0.07720599720376221 25 1e-05 100 100 0.0 0.1 7255 TCGA -94 0.07753068809714059 0.07711018558273364 25 1e-05 100 100 0.0 0.1 7255 TCGA -95 0.07742576891805247 0.0770208549933817 25 1e-05 100 100 0.0 0.1 7255 TCGA -96 0.07732238052682108 0.0769404891747326 25 1e-05 100 100 0.0 0.1 7255 TCGA -97 0.07723373436880558 0.07686583536803424 25 1e-05 100 100 0.0 0.1 7255 TCGA -98 0.07715683114746211 0.07679742597155835 25 1e-05 100 100 0.0 0.1 7255 TCGA -99 0.0771170684017631 0.07673469721222642 25 1e-05 100 100 0.0 0.1 7255 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_100bs_100e_0s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_100bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index 221a5876c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_100bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1883882601780875 0.18829202854154098 25 1e-05 100 100 0.0 0.5 1445 TCGA -1 0.18805560755708386 0.18754463684019732 25 1e-05 100 100 0.0 0.5 1445 TCGA -2 0.18673730168655017 0.1854919036429132 25 1e-05 100 100 0.0 0.5 1445 TCGA -3 0.1841330208913039 0.18212465934417954 25 1e-05 100 100 0.0 0.5 1445 TCGA -4 0.18045658861962743 0.17793065534165156 25 1e-05 100 100 0.0 0.5 1445 TCGA -5 0.17631506442005765 0.17352192268599217 25 1e-05 100 100 0.0 0.5 1445 TCGA -6 0.172182710733394 0.16925075066149534 25 1e-05 100 100 0.0 0.5 1445 TCGA -7 0.16824995865146156 0.16528971605564483 25 1e-05 100 100 0.0 0.5 1445 TCGA -8 0.1645890337416391 0.16168526721060575 25 1e-05 100 100 0.0 0.5 1445 TCGA -9 0.16129530615666332 0.15842229292620366 25 1e-05 100 100 0.0 0.5 1445 TCGA -10 0.1583124425165328 0.15549156534012837 25 1e-05 100 100 0.0 0.5 1445 TCGA -11 0.15562047601537868 0.15285558654135795 25 1e-05 100 100 0.0 0.5 1445 TCGA -12 0.15318631258130885 0.15048321460060138 25 1e-05 100 100 0.0 0.5 1445 TCGA -13 0.15104218523062451 0.1483341747492402 25 1e-05 100 100 0.0 0.5 1445 TCGA -14 0.14900828379181721 0.14638755571602577 25 1e-05 100 100 0.0 0.5 1445 TCGA -15 0.1472639594194226 0.1446019924765256 25 1e-05 100 100 0.0 0.5 1445 TCGA -16 0.14554709525416507 0.14295920534948608 25 1e-05 100 100 0.0 0.5 1445 TCGA -17 0.14401848427098915 0.1414709951560102 25 1e-05 100 100 0.0 0.5 1445 TCGA -18 0.14259242732212976 0.14008633021134229 25 1e-05 100 100 0.0 0.5 1445 TCGA -19 0.1413881858586866 0.1387829501275441 25 1e-05 100 100 0.0 0.5 1445 TCGA -20 0.14011377115469983 0.1375767754100675 25 1e-05 100 100 0.0 0.5 1445 TCGA -21 0.1389299892400548 0.13646115130515554 25 1e-05 100 100 0.0 0.5 1445 TCGA -22 0.1377722981426117 0.13538648592467284 25 1e-05 100 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-48 0.11693066842741753 0.11481678886479468 25 1e-05 100 100 0.0 0.5 1445 TCGA -49 0.11600830435806093 0.11382080019269157 25 1e-05 100 100 0.0 0.5 1445 TCGA -50 0.11490518855890906 0.11276635785947493 25 1e-05 100 100 0.0 0.5 1445 TCGA -51 0.11389285827560582 0.11164248154390996 25 1e-05 100 100 0.0 0.5 1445 TCGA -52 0.1127148530474996 0.11044416640272092 25 1e-05 100 100 0.0 0.5 1445 TCGA -53 0.11157531921123603 0.10916697099130956 25 1e-05 100 100 0.0 0.5 1445 TCGA -54 0.110238047842469 0.10780263722092662 25 1e-05 100 100 0.0 0.5 1445 TCGA -55 0.10889325860419143 0.10634582579585176 25 1e-05 100 100 0.0 0.5 1445 TCGA -56 0.10743709972546374 0.10480425211053397 25 1e-05 100 100 0.0 0.5 1445 TCGA -57 0.10600202791754562 0.1031882285922017 25 1e-05 100 100 0.0 0.5 1445 TCGA -58 0.10433873995092381 0.10150300205951959 25 1e-05 100 100 0.0 0.5 1445 TCGA -59 0.10283405259991746 0.09977865005707622 25 1e-05 100 100 0.0 0.5 1445 TCGA -60 0.10112738569395685 0.09803707807806868 25 1e-05 100 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TCGA -86 0.07922054924264606 0.07689993090965042 25 1e-05 100 100 0.0 0.5 1445 TCGA -87 0.07900315381520853 0.0767143771576522 25 1e-05 100 100 0.0 0.5 1445 TCGA -88 0.07871157338672058 0.07654487914475963 25 1e-05 100 100 0.0 0.5 1445 TCGA -89 0.07860157917051899 0.07639151489614841 25 1e-05 100 100 0.0 0.5 1445 TCGA -90 0.07835412848433529 0.07625201580362703 25 1e-05 100 100 0.0 0.5 1445 TCGA -91 0.07824359234006215 0.07612293823879568 25 1e-05 100 100 0.0 0.5 1445 TCGA -92 0.07804543237153115 0.07600748613851155 25 1e-05 100 100 0.0 0.5 1445 TCGA -93 0.07776559491797022 0.07590406036107385 25 1e-05 100 100 0.0 0.5 1445 TCGA -94 0.07772633254042373 0.07580912648583177 25 1e-05 100 100 0.0 0.5 1445 TCGA -95 0.07752857457142427 0.07572433101621705 25 1e-05 100 100 0.0 0.5 1445 TCGA -96 0.07741311094296911 0.07564826058832246 25 1e-05 100 100 0.0 0.5 1445 TCGA -97 0.07732980444367037 0.07557879399564398 25 1e-05 100 100 0.0 0.5 1445 TCGA -98 0.07726772613212166 0.07551635599615586 25 1e-05 100 100 0.0 0.5 1445 TCGA -99 0.0770210653496901 0.07546166323087922 25 1e-05 100 100 0.0 0.5 1445 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_100bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_100bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index 824580f45..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18834787361196595 0.18832384708838248 25 1e-05 100 100 0.0 0.0 58 TCGA -1 0.18787553961494696 0.18740978185555443 25 1e-05 100 100 0.0 0.0 58 TCGA -2 0.186320177004039 0.1851802662239602 25 1e-05 100 100 0.0 0.0 58 TCGA -3 0.18345880360226238 0.1817910096154141 25 1e-05 100 100 0.0 0.0 58 TCGA -4 0.17969779089261198 0.17779450859855767 25 1e-05 100 100 0.0 0.0 58 TCGA -5 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0.07730828411149478 0.07748768347591611 25 1e-05 100 100 0.0 0.0 58 TCGA -97 0.0772341706323589 0.07741260902965488 25 1e-05 100 100 0.0 0.0 58 TCGA -98 0.0771661332118909 0.07734242688171827 25 1e-05 100 100 0.0 0.0 58 TCGA -99 0.07710318249964344 0.07727843429425255 25 1e-05 100 100 0.0 0.0 58 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_50bs_100e_0.000001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_50bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index bf5af0928..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_50bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18841943619992135 0.18831403044300463 25 1e-05 50 100 1e-06 0.1 2302 TCGA -1 0.1877834424384804 0.18661554764263594 25 1e-05 50 100 1e-06 0.1 2302 TCGA -2 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_50bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index b31962582..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_50bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18840860157543055 0.1884177381069816 25 1e-05 50 100 1e-06 0.5 1511 TCGA -1 0.18804717628082163 0.1874310421434479 25 1e-05 50 100 1e-06 0.5 1511 TCGA -2 0.18583855777895733 0.18352511667426508 25 1e-05 50 100 1e-06 0.5 1511 TCGA -3 0.18087948837947174 0.1772245488424397 25 1e-05 50 100 1e-06 0.5 1511 TCGA -4 0.17449451924760848 0.17039321932061832 25 1e-05 50 100 1e-06 0.5 1511 TCGA -5 0.16834258267104804 0.16431043645245347 25 1e-05 50 100 1e-06 0.5 1511 TCGA -6 0.1630723995114693 0.1591795871605226 25 1e-05 50 100 1e-06 0.5 1511 TCGA -7 0.15862653046956166 0.15483755644541888 25 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_50bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_50bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index 4b4ad2766..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_50bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1976600237534187 0.1886416937238607 25 1e-05 50 100 0.001 0.1 6390 TCGA -1 0.18855657161133724 0.188448548466716 25 1e-05 50 100 0.001 0.1 6390 TCGA -2 0.18846443457813158 0.18840516197621524 25 1e-05 50 100 0.001 0.1 6390 TCGA -3 0.18843507600064816 0.1883826868318433 25 1e-05 50 100 0.001 0.1 6390 TCGA -4 0.18841577492191106 0.18836471850249037 25 1e-05 50 100 0.001 0.1 6390 TCGA -5 0.1883960396121264 0.1883436153881514 25 1e-05 50 100 0.001 0.1 6390 TCGA -6 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seed dataset -0 0.1922965844599766 0.18857827917415293 25 1e-05 50 100 0.001 0.5 6307 TCGA -1 0.18852220510768497 0.18844677537829432 25 1e-05 50 100 0.001 0.5 6307 TCGA -2 0.18846107961803105 0.18841431892696936 25 1e-05 50 100 0.001 0.5 6307 TCGA -3 0.18843906687557838 0.18839572040579428 25 1e-05 50 100 0.001 0.5 6307 TCGA -4 0.18842857906442892 0.18838760855808928 25 1e-05 50 100 0.001 0.5 6307 TCGA -5 0.18842118927438234 0.18838063122040064 25 1e-05 50 100 0.001 0.5 6307 TCGA -6 0.18841345944046933 0.18837261791504809 25 1e-05 50 100 0.001 0.5 6307 TCGA -7 0.18840341046760226 0.18836166765821638 25 1e-05 50 100 0.001 0.5 6307 TCGA -8 0.18839017356269686 0.18834669363858111 25 1e-05 50 100 0.001 0.5 6307 TCGA -9 0.18837280449044666 0.18832666692721783 25 1e-05 50 100 0.001 0.5 6307 TCGA -10 0.18835023487967456 0.18830056570882175 25 1e-05 50 100 0.001 0.5 6307 TCGA -11 0.18832150261667455 0.18826789921851614 25 1e-05 50 100 0.001 0.5 6307 TCGA -12 0.18828570638161737 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0.5 6307 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_50bs_100e_0.001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_50bs_100e_0.001s_0n_TCGA.tsv deleted file mode 100644 index e419fb33a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_50bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.19719154531501448 0.1887175076870463 25 1e-05 50 100 0.001 0.0 2532 TCGA -1 0.18856866508206693 0.18852519172819415 25 1e-05 50 100 0.001 0.0 2532 TCGA -2 0.18846784682927992 0.18848786701509102 25 1e-05 50 100 0.001 0.0 2532 TCGA -3 0.1884352244434246 0.18846718300527066 25 1e-05 50 100 0.001 0.0 2532 TCGA -4 0.18841453820037873 0.18845024165795676 25 1e-05 50 100 0.001 0.0 2532 TCGA -5 0.18839575277932694 0.1884321085921484 25 1e-05 50 100 0.001 0.0 2532 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_50bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index 281a85a89..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00001lr_50bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18823318411455262 0.18757802412737554 25 1e-05 50 100 0.0 0.5 9437 TCGA -1 0.18553432866303912 0.18234181703634597 25 1e-05 50 100 0.0 0.5 9437 TCGA -2 0.17889276493845116 0.17426049971400792 25 1e-05 50 100 0.0 0.5 9437 TCGA -3 0.17097828278671698 0.16622486845332773 25 1e-05 50 100 0.0 0.5 9437 TCGA -4 0.16377371787120087 0.15920715258648646 25 1e-05 50 100 0.0 0.5 9437 TCGA -5 0.15747993151275877 0.1534039883607596 25 1e-05 50 100 0.0 0.5 9437 TCGA -6 0.15250544158864704 0.1487451625529246 25 1e-05 50 100 0.0 0.5 9437 TCGA -7 0.148276512719502 0.14493532538713522 25 1e-05 50 100 0.0 0.5 9437 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-25 0.0881185051881651 0.08555528851010692 25 5e-05 100 100 1e-06 0.1 5562 TCGA -26 0.08308328663029432 0.08060962384819385 25 5e-05 100 100 1e-06 0.1 5562 TCGA -27 0.07822659941776242 0.07584793109390604 25 5e-05 100 100 1e-06 0.1 5562 TCGA -28 0.0735591623430234 0.07128035718921441 25 5e-05 100 100 1e-06 0.1 5562 TCGA -29 0.06908906455939604 0.0669134088497066 25 5e-05 100 100 1e-06 0.1 5562 TCGA -30 0.06482193306070151 0.06275132317189595 25 5e-05 100 100 1e-06 0.1 5562 TCGA -31 0.06076093389627617 0.05879589011097074 25 5e-05 100 100 1e-06 0.1 5562 TCGA -32 0.05690701061242033 0.05504781837065016 25 5e-05 100 100 1e-06 0.1 5562 TCGA -33 0.05325953079339103 0.05150511420926257 25 5e-05 100 100 1e-06 0.1 5562 TCGA -34 0.04981598027074612 0.04816453529512463 25 5e-05 100 100 1e-06 0.1 5562 TCGA -35 0.046572461303476115 0.045021701847488556 25 5e-05 100 100 1e-06 0.1 5562 TCGA -36 0.04352395650893799 0.04207077813358163 25 5e-05 100 100 1e-06 0.1 5562 TCGA -37 0.04066446833025599 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-3 0.18740198587663393 0.18691670887134781 25 5e-05 100 100 1e-06 0.5 1845 TCGA -4 0.18621022712207688 0.18544562789962518 25 5e-05 100 100 1e-06 0.5 1845 TCGA -5 0.18446418090628544 0.1834171786529934 25 5e-05 100 100 1e-06 0.5 1845 TCGA -6 0.1821673999744569 0.180848502034518 25 5e-05 100 100 1e-06 0.5 1845 TCGA -7 0.17934537246758445 0.1777719752722649 25 5e-05 100 100 1e-06 0.5 1845 TCGA -8 0.17603512727391948 0.17422849756089887 25 5e-05 100 100 1e-06 0.5 1845 TCGA -9 0.17227959891011743 0.17026277395648573 25 5e-05 100 100 1e-06 0.5 1845 TCGA -10 0.16812474968603963 0.16592171458742727 25 5e-05 100 100 1e-06 0.5 1845 TCGA -11 0.16361758457202571 0.16125202568332156 25 5e-05 100 100 1e-06 0.5 1845 TCGA -12 0.15880506215836404 0.15630093800961672 25 5e-05 100 100 1e-06 0.5 1845 TCGA -13 0.1537337473080432 0.15111409367328912 25 5e-05 100 100 1e-06 0.5 1845 TCGA -14 0.1484490266427995 0.1457369231698501 25 5e-05 100 100 1e-06 0.5 1845 TCGA -15 0.1429952574000453 0.14021231660890818 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--git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_100bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_100bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index b87169e86..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1884210774350052 0.18837697931270503 25 5e-05 100 100 1e-06 0.0 9757 TCGA -1 0.18835610224973384 0.18825059769740657 25 5e-05 100 100 1e-06 0.0 9757 TCGA -2 0.18809372335855337 0.1878143602130401 25 5e-05 100 100 1e-06 0.0 9757 TCGA -3 0.18743774276391006 0.18691327389161191 25 5e-05 100 100 1e-06 0.0 9757 TCGA -4 0.1862747543577185 0.18547385901062932 25 5e-05 100 100 1e-06 0.0 9757 TCGA -5 0.18456066607470917 0.18347761147285827 25 5e-05 100 100 1e-06 0.0 9757 TCGA 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mode 100644 index 987a22d28..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.19637436211900874 0.18848450047586432 25 5e-05 100 100 0.001 0.1 1872 TCGA -1 0.1884073044059798 0.18847836808643148 25 5e-05 100 100 0.001 0.1 1872 TCGA -2 0.18840157361797807 0.18846940477589266 25 5e-05 100 100 0.001 0.1 1872 TCGA -3 0.18838980835867136 0.1884513784892595 25 5e-05 100 100 0.001 0.1 1872 TCGA -4 0.18836243460621202 0.18841252584553245 25 5e-05 100 100 0.001 0.1 1872 TCGA -5 0.18830926036718953 0.18834274872463552 25 5e-05 100 100 0.001 0.1 1872 TCGA -6 0.18822054732609625 0.18823278556816542 25 5e-05 100 100 0.001 0.1 1872 TCGA -7 0.1880876443085094 0.18807449023328235 25 5e-05 100 100 0.001 0.1 1872 TCGA -8 0.18790288190182225 0.1878606367051302 25 5e-05 100 100 0.001 0.1 1872 TCGA -9 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0.009868832875572487 0.009659760070019332 25 5e-05 100 100 0.001 0.5 4350 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_100bs_100e_0.001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_100bs_100e_0.001s_0n_TCGA.tsv deleted file mode 100644 index f2f0c8d33..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_100bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.19610843819351198 0.18836886087554183 25 5e-05 100 100 0.001 0.0 4136 TCGA -1 0.18842488091523418 0.1883681068318573 25 5e-05 100 100 0.001 0.0 4136 TCGA -2 0.18842190226808378 0.18836667781798683 25 5e-05 100 100 0.001 0.0 4136 TCGA -3 0.18841793835129853 0.1883634231497894 25 5e-05 100 100 0.001 0.0 4136 TCGA -4 0.18841124930004147 0.18835556731751216 25 5e-05 100 100 0.001 0.0 4136 TCGA -5 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_100bs_100e_0s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1869338233082512 0.1822719527548881 25 5e-05 100 100 0.0 0.1 8939 TCGA -1 0.17232323229106652 0.161657059387346 25 5e-05 100 100 0.0 0.1 8939 TCGA -2 0.15428531817066468 0.14750152856261287 25 5e-05 100 100 0.0 0.1 8939 TCGA -3 0.14344684589034226 0.13924897196304858 25 5e-05 100 100 0.0 0.1 8939 TCGA -4 0.136719866191613 0.1337290183832897 25 5e-05 100 100 0.0 0.1 8939 TCGA -5 0.13193726905529382 0.1295286318914375 25 5e-05 100 100 0.0 0.1 8939 TCGA -6 0.12799745684676517 0.1258290035266373 25 5e-05 100 100 0.0 0.1 8939 TCGA -7 0.12444343240995041 0.12223903655107297 25 5e-05 100 100 0.0 0.1 8939 TCGA -8 0.12067787485445221 0.11833022564799342 25 5e-05 100 100 0.0 0.1 8939 TCGA -9 0.11636387749895984 0.11354313304076842 25 5e-05 100 100 0.0 0.1 8939 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-73 0.07486751625208946 0.07458004973192311 25 5e-05 100 100 0.0 0.1 8939 TCGA -74 0.07485412669801887 0.07456985950919252 25 5e-05 100 100 0.0 0.1 8939 TCGA -75 0.07483549459143693 0.0745578612664237 25 5e-05 100 100 0.0 0.1 8939 TCGA -76 0.0748286556179322 0.0745464103979681 25 5e-05 100 100 0.0 0.1 8939 TCGA -77 0.07481064522857844 0.07453484503767598 25 5e-05 100 100 0.0 0.1 8939 TCGA -78 0.07480630594108077 0.07452333939434895 25 5e-05 100 100 0.0 0.1 8939 TCGA -79 0.07479176032202546 0.0745111076750947 25 5e-05 100 100 0.0 0.1 8939 TCGA -80 0.0747798100464817 0.07449670566536075 25 5e-05 100 100 0.0 0.1 8939 TCGA -81 0.07476445412543326 0.07448412391857885 25 5e-05 100 100 0.0 0.1 8939 TCGA -82 0.07475921791577023 0.0744616344346473 25 5e-05 100 100 0.0 0.1 8939 TCGA -83 0.07469465949230926 0.07437569932572206 25 5e-05 100 100 0.0 0.1 8939 TCGA -84 0.0746644017871755 0.07436202732312619 25 5e-05 100 100 0.0 0.1 8939 TCGA -85 0.07463219042654108 0.07434747267009026 25 5e-05 100 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-68 0.07417833298205238 0.07346241116224222 25 5e-05 100 100 0.0 0.5 6680 TCGA -69 0.07416944050578643 0.07345107343777939 25 5e-05 100 100 0.0 0.5 6680 TCGA -70 0.074141073336205 0.0734447959305054 25 5e-05 100 100 0.0 0.5 6680 TCGA -71 0.07413404207301999 0.07344228310051874 25 5e-05 100 100 0.0 0.5 6680 TCGA -72 0.07414220324972669 0.07343758260784437 25 5e-05 100 100 0.0 0.5 6680 TCGA -73 0.07411571818129774 0.07342714157386042 25 5e-05 100 100 0.0 0.5 6680 TCGA -74 0.07403391652131057 0.07340441558079504 25 5e-05 100 100 0.0 0.5 6680 TCGA -75 0.07413368667808012 0.0734197028243362 25 5e-05 100 100 0.0 0.5 6680 TCGA -76 0.07406451174298466 0.07339370475342526 25 5e-05 100 100 0.0 0.5 6680 TCGA -77 0.07408752006147307 0.0733864708761474 25 5e-05 100 100 0.0 0.5 6680 TCGA -78 0.07408864338681533 0.07339886950338306 25 5e-05 100 100 0.0 0.5 6680 TCGA -79 0.0740712689621891 0.07337835367450762 25 5e-05 100 100 0.0 0.5 6680 TCGA -80 0.07408510301545311 0.07337128142615658 25 5e-05 100 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epochs sparsity noise seed dataset -0 0.18729937812561887 0.183440612638416 25 5e-05 100 100 0.0 0.0 9952 TCGA -1 0.1732440601852619 0.16259846795144392 25 5e-05 100 100 0.0 0.0 9952 TCGA -2 0.15418471645791293 0.14764663569591752 25 5e-05 100 100 0.0 0.0 9952 TCGA -3 0.14267441303698875 0.13905940021402272 25 5e-05 100 100 0.0 0.0 9952 TCGA -4 0.1357375345255118 0.1334295042944913 25 5e-05 100 100 0.0 0.0 9952 TCGA -5 0.13084123564632708 0.1291098271931835 25 5e-05 100 100 0.0 0.0 9952 TCGA -6 0.12682645800360773 0.1253294543779675 25 5e-05 100 100 0.0 0.0 9952 TCGA -7 0.12307213280752895 0.12157054151871696 25 5e-05 100 100 0.0 0.0 9952 TCGA -8 0.11909777057604647 0.1173326085934687 25 5e-05 100 100 0.0 0.0 9952 TCGA -9 0.1143065109193651 0.11187628720273923 25 5e-05 100 100 0.0 0.0 9952 TCGA -10 0.10770441465248605 0.1039461660474988 25 5e-05 100 100 0.0 0.0 9952 TCGA -11 0.09845835888511516 0.09378015448400123 25 5e-05 100 100 0.0 0.0 9952 TCGA -12 0.08908386622466258 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_50bs_100e_0.000001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_50bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index b46a29e01..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_50bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18618072796072835 0.177978220821625 25 5e-05 50 100 1e-06 0.1 6864 TCGA -1 0.16518272756399194 0.1539666019192892 25 5e-05 50 100 1e-06 0.1 6864 TCGA -2 0.1470712804760381 0.14065162762625133 25 5e-05 50 100 1e-06 0.1 6864 TCGA -3 0.13623720093794814 0.13173142614676125 25 5e-05 50 100 1e-06 0.1 6864 TCGA -4 0.12819380017346949 0.12443989927145704 25 5e-05 50 100 1e-06 0.1 6864 TCGA -5 0.12117095502682437 0.11779089039893606 25 5e-05 50 100 1e-06 0.1 6864 TCGA -6 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mode 100644 index 64ed95dd5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_50bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18625215140021342 0.17755719600011355 25 5e-05 50 100 1e-06 0.5 1801 TCGA -1 0.16517214171354733 0.15200717956876036 25 5e-05 50 100 1e-06 0.5 1801 TCGA -2 0.14778942071489357 0.1390325877834205 25 5e-05 50 100 1e-06 0.5 1801 TCGA -3 0.13803480144742744 0.1306393365165097 25 5e-05 50 100 1e-06 0.5 1801 TCGA -4 0.13038686517626463 0.12381699164608616 25 5e-05 50 100 1e-06 0.5 1801 TCGA -5 0.1238667146502455 0.11754731815214732 25 5e-05 50 100 1e-06 0.5 1801 TCGA -6 0.11762930982821966 0.11152720410170866 25 5e-05 50 100 1e-06 0.5 1801 TCGA -7 0.11146931200454459 0.10560837354342542 25 5e-05 50 100 1e-06 0.5 1801 TCGA -8 0.10524333691620937 0.0997362550928365 25 5e-05 50 100 1e-06 0.5 1801 TCGA -9 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noise seed dataset -0 0.18614123625599097 0.17882419598461993 25 5e-05 50 100 1e-06 0.0 8325 TCGA -1 0.1665367935867844 0.15562933361410497 25 5e-05 50 100 1e-06 0.0 8325 TCGA -2 0.1482477415444955 0.14174852666243837 25 5e-05 50 100 1e-06 0.0 8325 TCGA -3 0.13693960140240832 0.13227543624202212 25 5e-05 50 100 1e-06 0.0 8325 TCGA -4 0.1284972120574149 0.1245741490368268 25 5e-05 50 100 1e-06 0.0 8325 TCGA -5 0.12122131701804575 0.117617956470305 25 5e-05 50 100 1e-06 0.0 8325 TCGA -6 0.11442087303365976 0.11098195533806356 25 5e-05 50 100 1e-06 0.0 8325 TCGA -7 0.10781023603376366 0.10447543893177905 25 5e-05 50 100 1e-06 0.0 8325 TCGA -8 0.1012966969295902 0.09801246652651073 25 5e-05 50 100 1e-06 0.0 8325 TCGA -9 0.09485561088041904 0.09163720512659705 25 5e-05 50 100 1e-06 0.0 8325 TCGA -10 0.08849874431067166 0.08536439029565408 25 5e-05 50 100 1e-06 0.0 8325 TCGA -11 0.08225634634804148 0.07920562685584304 25 5e-05 50 100 1e-06 0.0 8325 TCGA -12 0.07613840705266767 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-97 0.003315504008015502 0.0031964895350568407 25 5e-05 50 100 1e-06 0.0 8325 TCGA -98 0.003312308965013835 0.0031938717417400236 25 5e-05 50 100 1e-06 0.0 8325 TCGA -99 0.0033093897819106138 0.003190708060014113 25 5e-05 50 100 1e-06 0.0 8325 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_50bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_50bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index e6376376b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_50bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1900910291621589 0.18839608140327224 25 5e-05 50 100 0.001 0.1 7956 TCGA -1 0.18840733676140883 0.18837713978098863 25 5e-05 50 100 0.001 0.1 7956 TCGA -2 0.1883653966307254 0.18830282963700032 25 5e-05 50 100 0.001 0.1 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_50bs_100e_0.001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_50bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index a3a06c371..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_50bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.19023517936132145 0.1885374064870815 25 5e-05 50 100 0.001 0.5 9102 TCGA -1 0.18838867587541042 0.18850944292305702 25 5e-05 50 100 0.001 0.5 9102 TCGA -2 0.18833023554539757 0.1884116903321827 25 5e-05 50 100 0.001 0.5 9102 TCGA -3 0.18817739276158676 0.18819462564123335 25 5e-05 50 100 0.001 0.5 9102 TCGA -4 0.18788337765401036 0.18781502140526796 25 5e-05 50 100 0.001 0.5 9102 TCGA -5 0.1874078213153959 0.1872345057114884 25 5e-05 50 100 0.001 0.5 9102 TCGA -6 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_50bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1807900270253157 0.1625900969433425 25 5e-05 50 100 0.0 0.5 5837 TCGA -1 0.15035894747151105 0.138816096375336 25 5e-05 50 100 0.0 0.5 5837 TCGA -2 0.13560731697526943 0.1291294644525902 25 5e-05 50 100 0.0 0.5 5837 TCGA -3 0.12766893932543663 0.12229501995159753 25 5e-05 50 100 0.0 0.5 5837 TCGA -4 0.1204962864483237 0.11457620737091381 25 5e-05 50 100 0.0 0.5 5837 TCGA -5 0.11080621830010497 0.1017191781096123 25 5e-05 50 100 0.0 0.5 5837 TCGA -6 0.09571376688406662 0.08474160255349461 25 5e-05 50 100 0.0 0.5 5837 TCGA -7 0.08267473219122015 0.07604049733985009 25 5e-05 50 100 0.0 0.5 5837 TCGA -8 0.07689216319741461 0.07295138826921357 25 5e-05 50 100 0.0 0.5 5837 TCGA -9 0.0745340117974491 0.0717926035499453 25 5e-05 50 100 0.0 0.5 5837 TCGA -10 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0.0 0.5 5837 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_50bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_50bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index 2d3410f6b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.00005lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1792772238555797 0.1604871057236015 25 5e-05 50 100 0.0 0.0 7084 TCGA -1 0.14704891978922613 0.1382108977691612 25 5e-05 50 100 0.0 0.0 7084 TCGA -2 0.1327484944081224 0.12882284295918353 25 5e-05 50 100 0.0 0.0 7084 TCGA -3 0.12477767470991628 0.12153740287126608 25 5e-05 50 100 0.0 0.0 7084 TCGA -4 0.11654190264142429 0.11145064272173685 25 5e-05 50 100 0.0 0.0 7084 TCGA -5 0.10220178867779561 0.0926740304309519 25 5e-05 50 100 0.0 0.0 7084 TCGA -6 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25 0.0005 100 100 1e-06 0.0 3156 TCGA -2 0.10100103881638794 0.06947507641872569 25 0.0005 100 100 1e-06 0.0 3156 TCGA -3 0.048094697225930794 0.031192873197434537 25 0.0005 100 100 1e-06 0.0 3156 TCGA -4 0.0224487077374519 0.01577970929836957 25 0.0005 100 100 1e-06 0.0 3156 TCGA -5 0.012474293327194989 0.009759565122687637 25 0.0005 100 100 1e-06 0.0 3156 TCGA -6 0.008415989128897494 0.0071339173565370655 25 0.0005 100 100 1e-06 0.0 3156 TCGA -7 0.0065513685935483885 0.005839663054606873 25 0.0005 100 100 1e-06 0.0 3156 TCGA -8 0.0055888371565173895 0.0051313526249822956 25 0.0005 100 100 1e-06 0.0 3156 TCGA -9 0.005041798087661704 0.004709975234696164 25 0.0005 100 100 1e-06 0.0 3156 TCGA -10 0.004706136082536172 0.004441730032239727 25 0.0005 100 100 1e-06 0.0 3156 TCGA -11 0.004487232644726741 0.004261503936769675 25 0.0005 100 100 1e-06 0.0 3156 TCGA -12 0.004337359144319007 0.004135448224702148 25 0.0005 100 100 1e-06 0.0 3156 TCGA -13 0.004230691394466669 0.004044137941907399 25 0.0005 100 100 1e-06 0.0 3156 TCGA -14 0.004152288470769249 0.003975967269381461 25 0.0005 100 100 1e-06 0.0 3156 TCGA -15 0.004093147844472429 0.00392386002990244 25 0.0005 100 100 1e-06 0.0 3156 TCGA -16 0.004047551421561482 0.0038832879786721277 25 0.0005 100 100 1e-06 0.0 3156 TCGA -17 0.00401177902314893 0.0038513331908040013 25 0.0005 100 100 1e-06 0.0 3156 TCGA -18 0.003983252286715162 0.00382567680763764 25 0.0005 100 100 1e-06 0.0 3156 TCGA -19 0.003960223306982525 0.0038046356601799704 25 0.0005 100 100 1e-06 0.0 3156 TCGA -20 0.003941379245561902 0.0037874945441738295 25 0.0005 100 100 1e-06 0.0 3156 TCGA -21 0.003925782763601374 0.0037732431267261807 25 0.0005 100 100 1e-06 0.0 3156 TCGA -22 0.003912804848547243 0.0037612492457294285 25 0.0005 100 100 1e-06 0.0 3156 TCGA -23 0.0039018893003994327 0.003751081306880443 25 0.0005 100 100 1e-06 0.0 3156 TCGA -24 0.0038926344673520506 0.0037425403160291104 25 0.0005 100 100 1e-06 0.0 3156 TCGA -25 0.0038847621658001726 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.0005lr_100bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index ed7c58705..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.0005lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.15240017681206186 0.12004405181461843 25 0.0005 100 100 0.0 0.0 4809 TCGA -1 0.09583317973023214 0.07604853909968132 25 0.0005 100 100 0.0 0.0 4809 TCGA -2 0.07524072956690925 0.07477920932985431 25 0.0005 100 100 0.0 0.0 4809 TCGA -3 0.07476123894833736 0.07457664324410597 25 0.0005 100 100 0.0 0.0 4809 TCGA -4 0.07457340888837868 0.07440571243589247 25 0.0005 100 100 0.0 0.0 4809 TCGA -5 0.0744356515734493 0.07428846751625215 25 0.0005 100 100 0.0 0.0 4809 TCGA -6 0.07434105317744842 0.07420384060198339 25 0.0005 100 100 0.0 0.0 4809 TCGA -7 0.07426990668932526 0.07413754608463402 25 0.0005 100 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8107 TCGA -1 0.05986188262208709 0.024576282222291933 25 0.0005 50 100 1e-06 0.1 8107 TCGA -2 0.014313292666283808 0.007791252642982269 25 0.0005 50 100 1e-06 0.1 8107 TCGA -3 0.006455484084524684 0.005266461128266013 25 0.0005 50 100 1e-06 0.1 8107 TCGA -4 0.005059697676787033 0.00473267172027997 25 0.0005 50 100 1e-06 0.1 8107 TCGA -5 0.004671946851754311 0.0045746283385734166 25 0.0005 50 100 1e-06 0.1 8107 TCGA -6 0.004525309903121996 0.004498553125365595 25 0.0005 50 100 1e-06 0.1 8107 TCGA -7 0.004413996380418564 0.004457120465386153 25 0.0005 50 100 1e-06 0.1 8107 TCGA -8 0.004338345453336474 0.004407842273837957 25 0.0005 50 100 1e-06 0.1 8107 TCGA -9 0.004265530970068578 0.004359024946563807 25 0.0005 50 100 1e-06 0.1 8107 TCGA -10 0.004198585506295759 0.004311653902407867 25 0.0005 50 100 1e-06 0.1 8107 TCGA -11 0.0041267584400894565 0.004268548460724066 25 0.0005 50 100 1e-06 0.1 8107 TCGA -12 0.004062799086002337 0.004224321081878701 25 0.0005 50 100 1e-06 0.1 8107 TCGA -13 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-49 0.0036536930250817895 0.0038658400632478485 25 0.0005 50 100 1e-06 0.1 8107 TCGA -50 0.00364662561589443 0.003862707468507877 25 0.0005 50 100 1e-06 0.1 8107 TCGA -51 0.0036494831225785617 0.003864413398743874 25 0.0005 50 100 1e-06 0.1 8107 TCGA -52 0.0036452103872215997 0.003864384583904216 25 0.0005 50 100 1e-06 0.1 8107 TCGA -53 0.0036455875427177016 0.0038599779352021576 25 0.0005 50 100 1e-06 0.1 8107 TCGA -54 0.00364765422807501 0.0038581503761099213 25 0.0005 50 100 1e-06 0.1 8107 TCGA -55 0.0036433295478869882 0.003861451289855206 25 0.0005 50 100 1e-06 0.1 8107 TCGA -56 0.0036476320115252057 0.0038659487144282116 25 0.0005 50 100 1e-06 0.1 8107 TCGA -57 0.0036437499769034496 0.003857952678323391 25 0.0005 50 100 1e-06 0.1 8107 TCGA -58 0.003643632063008857 0.003855850507771999 25 0.0005 50 100 1e-06 0.1 8107 TCGA -59 0.0036391976441431657 0.0038566337266571857 25 0.0005 50 100 1e-06 0.1 8107 TCGA -60 0.0036423946818373645 0.0038599817166526116 25 0.0005 50 100 1e-06 0.1 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.0005lr_50bs_100e_0s_0.1n_TCGA.tsv deleted file mode 100644 index 7a3c3d99f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.0005lr_50bs_100e_0s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1295364719989883 0.0786527779009474 25 0.0005 50 100 0.0 0.1 9541 TCGA -1 0.07100128424940717 0.06935861257452462 25 0.0005 50 100 0.0 0.1 9541 TCGA -2 0.06969903482165583 0.06919188965954373 25 0.0005 50 100 0.0 0.1 9541 TCGA -3 0.06950881777164698 0.06903139505554085 25 0.0005 50 100 0.0 0.1 9541 TCGA -4 0.0693727888650082 0.06892902486438128 25 0.0005 50 100 0.0 0.1 9541 TCGA -5 0.06927813063233755 0.06884578566754883 25 0.0005 50 100 0.0 0.1 9541 TCGA -6 0.06921681787605356 0.06878642187495927 25 0.0005 50 100 0.0 0.1 9541 TCGA -7 0.06904738095854793 0.06863150097916473 25 0.0005 50 100 0.0 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0.1 6066 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.0015lr_100bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.0015lr_100bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index 9fa40ae37..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.0015lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1653090096417183 0.10134833264890028 25 0.0015 100 100 1e-06 0.5 9147 TCGA -1 0.039610173585869886 0.010729366950877946 25 0.0015 100 100 1e-06 0.5 9147 TCGA -2 0.007013844765499459 0.0053257086365741104 25 0.0015 100 100 1e-06 0.5 9147 TCGA -3 0.0047371862143301404 0.004478829828601087 25 0.0015 100 100 1e-06 0.5 9147 TCGA -4 0.004241712219852637 0.004202223729211182 25 0.0015 100 100 1e-06 0.5 9147 TCGA -5 0.004054213755430687 0.004078543071059426 25 0.0015 100 100 1e-06 0.5 9147 TCGA -6 0.003963382909048853 0.004012960748718911 25 0.0015 100 100 1e-06 0.5 9147 TCGA -7 0.003912712777658626 0.003974333267434308 25 0.0015 100 100 1e-06 0.5 9147 TCGA -8 0.003881809340293223 0.00394971953265032 25 0.0015 100 100 1e-06 0.5 9147 TCGA -9 0.003861792338045256 0.003933567029597173 25 0.0015 100 100 1e-06 0.5 9147 TCGA -10 0.003848094489408372 0.003922069924953745 25 0.0015 100 100 1e-06 0.5 9147 TCGA -11 0.0038384345212173934 0.003913999415803045 25 0.0015 100 100 1e-06 0.5 9147 TCGA -12 0.0038313052897896768 0.0039076671500376725 25 0.0015 100 100 1e-06 0.5 9147 TCGA -13 0.0038259558601903454 0.0039032024247150623 25 0.0015 100 100 1e-06 0.5 9147 TCGA -14 0.003822006661191671 0.0038990354020354435 25 0.0015 100 100 1e-06 0.5 9147 TCGA -15 0.003818777972225855 0.0038963665684975273 25 0.0015 100 100 1e-06 0.5 9147 TCGA -16 0.0038162966533573906 0.00389442378280675 25 0.0015 100 100 1e-06 0.5 9147 TCGA -17 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0.003804018688914695 0.0038828589513560936 25 0.0015 100 100 1e-06 0.5 9147 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.0015lr_100bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.0015lr_100bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index b06ee087a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.0015lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1649555151371275 0.10020897413917522 25 0.0015 100 100 1e-06 0.0 5453 TCGA -1 0.039006594054958946 0.010586322336715071 25 0.0015 100 100 1e-06 0.0 5453 TCGA -2 0.0070136021119962914 0.005257528591152262 25 0.0015 100 100 1e-06 0.0 5453 TCGA -3 0.004755247741807071 0.004405133051788387 25 0.0015 100 100 1e-06 0.0 5453 TCGA -4 0.0042557906151942234 0.0041264269346530415 25 0.0015 100 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diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.0015lr_100bs_100e_0s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.0015lr_100bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index 05d959d60..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.0015lr_100bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.12846635260167752 0.07510009632637753 25 0.0015 100 100 0.0 0.5 1661 TCGA -1 0.06916722783201147 0.06582057086666625 25 0.0015 100 100 0.0 0.5 1661 TCGA -2 0.06648781548764293 0.06513435876549188 25 0.0015 100 100 0.0 0.5 1661 TCGA -3 0.06591893908853495 0.06471194064796869 25 0.0015 100 100 0.0 0.5 1661 TCGA -4 0.06527726097902106 0.06409596535728206 25 0.0015 100 100 0.0 0.5 1661 TCGA -5 0.06437687005734175 0.06315422994108057 25 0.0015 100 100 0.0 0.5 1661 TCGA -6 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-90 0.0035951316184823215 0.0036013278192910717 25 0.0015 100 100 0.0 0.5 1661 TCGA -91 0.003585893407578169 0.003601062815898477 25 0.0015 100 100 0.0 0.5 1661 TCGA -92 0.003592231049330142 0.003604240166772176 25 0.0015 100 100 0.0 0.5 1661 TCGA -93 0.0036022999692264996 0.003599501152911303 25 0.0015 100 100 0.0 0.5 1661 TCGA -94 0.0035937417426210707 0.003604478104479948 25 0.0015 100 100 0.0 0.5 1661 TCGA -95 0.003590095666796343 0.0036018728021176617 25 0.0015 100 100 0.0 0.5 1661 TCGA -96 0.0035898349291949264 0.0036024588216376965 25 0.0015 100 100 0.0 0.5 1661 TCGA -97 0.003590090322112913 0.003603256068861664 25 0.0015 100 100 0.0 0.5 1661 TCGA -98 0.0035896150022131806 0.003594908399984765 25 0.0015 100 100 0.0 0.5 1661 TCGA -99 0.00359068354065201 0.003601595242250355 25 0.0015 100 100 0.0 0.5 1661 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.0015lr_100bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.0015lr_100bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index 65160b644..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.0015lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1266664513688772 0.07465395814360086 25 0.0015 100 100 0.0 0.0 2885 TCGA -1 0.06575558802547672 0.0641039122064509 25 0.0015 100 100 0.0 0.0 2885 TCGA -2 0.06388167365063167 0.06379165309457922 25 0.0015 100 100 0.0 0.0 2885 TCGA -3 0.06363227364507047 0.06358184717857658 25 0.0015 100 100 0.0 0.0 2885 TCGA -4 0.06347731990278772 0.06348688709526205 25 0.0015 100 100 0.0 0.0 2885 TCGA -5 0.06337946046358747 0.06338240524482487 25 0.0015 100 100 0.0 0.0 2885 TCGA -6 0.06326364986461272 0.06326100945322957 25 0.0015 100 100 0.0 0.0 2885 TCGA -7 0.06315278028294848 0.06317054712442896 25 0.0015 100 100 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50 100 1e-06 0.1 2226 TCGA -82 0.003804081415293695 0.0038964525286351616 25 0.0015 50 100 1e-06 0.1 2226 TCGA -83 0.003803663102647751 0.0038967285780282927 25 0.0015 50 100 1e-06 0.1 2226 TCGA -84 0.0038036158502676555 0.003897217348049484 25 0.0015 50 100 1e-06 0.1 2226 TCGA -85 0.003803881411301892 0.003896931942140487 25 0.0015 50 100 1e-06 0.1 2226 TCGA -86 0.0038036517967565734 0.00389629811160828 25 0.0015 50 100 1e-06 0.1 2226 TCGA -87 0.0038040049436163996 0.0038960344010692594 25 0.0015 50 100 1e-06 0.1 2226 TCGA -88 0.0038037770775748987 0.0038975033085400135 25 0.0015 50 100 1e-06 0.1 2226 TCGA -89 0.0038038901016361473 0.0038964792175789423 25 0.0015 50 100 1e-06 0.1 2226 TCGA -90 0.0038036066567447716 0.0038966066636912638 25 0.0015 50 100 1e-06 0.1 2226 TCGA -91 0.0038040081582593806 0.0038958435957717834 25 0.0015 50 100 1e-06 0.1 2226 TCGA -92 0.0038040225670171583 0.0038966221440040584 25 0.0015 50 100 1e-06 0.1 2226 TCGA -93 0.003803996338056512 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0.0015 50 100 1e-06 0.5 2067 TCGA -71 0.0037422180339248684 0.003685261696183951 25 0.0015 50 100 1e-06 0.5 2067 TCGA -72 0.003741849279537413 0.0036809066797246284 25 0.0015 50 100 1e-06 0.5 2067 TCGA -73 0.0037344833101005687 0.003677235958377021 25 0.0015 50 100 1e-06 0.5 2067 TCGA -74 0.0037382904946731696 0.003670989678489353 25 0.0015 50 100 1e-06 0.5 2067 TCGA -75 0.0037343076210190826 0.003670166836274629 25 0.0015 50 100 1e-06 0.5 2067 TCGA -76 0.003732352139023254 0.0036668582788982134 25 0.0015 50 100 1e-06 0.5 2067 TCGA -77 0.003734169447454004 0.0036775309314024656 25 0.0015 50 100 1e-06 0.5 2067 TCGA -78 0.0037295060805951027 0.003666111949045005 25 0.0015 50 100 1e-06 0.5 2067 TCGA -79 0.00374067854128432 0.0036775727906081844 25 0.0015 50 100 1e-06 0.5 2067 TCGA -80 0.003735263654568197 0.0036717408451359328 25 0.0015 50 100 1e-06 0.5 2067 TCGA -81 0.00374111195429303 0.0036825235867545235 25 0.0015 50 100 1e-06 0.5 2067 TCGA -82 0.003739453962991474 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0.0028108580730593384 25 0.0015 50 100 0.0 0.1 4214 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.0015lr_50bs_100e_0s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.0015lr_50bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index 5bbe583d4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.0015lr_50bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.09581674156141462 0.030456101493769556 25 0.0015 50 100 0.0 0.5 3541 TCGA -1 0.008141604738715608 0.0041364190149958706 25 0.0015 50 100 0.0 0.5 3541 TCGA -2 0.004152585651239235 0.0038934686904464233 25 0.0015 50 100 0.0 0.5 3541 TCGA -3 0.003933241185125615 0.00384007105557014 25 0.0015 50 100 0.0 0.5 3541 TCGA -4 0.0038393817147646917 0.0038043565570783974 25 0.0015 50 100 0.0 0.5 3541 TCGA -5 0.0037977320259766083 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.0015lr_50bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index 78b61efe2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.0015lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.09487537777471096 0.06516210734844208 25 0.0015 50 100 0.0 0.0 3017 TCGA -1 0.06453269342683444 0.0643519516940692 25 0.0015 50 100 0.0 0.0 3017 TCGA -2 0.06408341624901383 0.06407217202174603 25 0.0015 50 100 0.0 0.0 3017 TCGA -3 0.06375900375558963 0.06373682157627901 25 0.0015 50 100 0.0 0.0 3017 TCGA -4 0.06351219602232733 0.06341968259619708 25 0.0015 50 100 0.0 0.0 3017 TCGA -5 0.0632733198915865 0.06326308550696876 25 0.0015 50 100 0.0 0.0 3017 TCGA -6 0.06312297989618154 0.06313116717428419 25 0.0015 50 100 0.0 0.0 3017 TCGA -7 0.06301089173875386 0.06307949473959716 25 0.0015 50 100 0.0 0.0 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.001lr_100bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.17873164428765387 0.14833235059251737 25 0.001 100 100 1e-06 0.1 7114 TCGA -1 0.08845080114100205 0.03698059781711904 25 0.001 100 100 1e-06 0.1 7114 TCGA -2 0.01946157751525286 0.010158872784082614 25 0.001 100 100 1e-06 0.1 7114 TCGA -3 0.00758878616388471 0.005996900456185317 25 0.001 100 100 1e-06 0.1 7114 TCGA -4 0.005330069640247796 0.004871464034907482 25 0.001 100 100 1e-06 0.1 7114 TCGA -5 0.004608586648904691 0.00442998095569973 25 0.001 100 100 1e-06 0.1 7114 TCGA -6 0.0042950890838034566 0.004214947764766426 25 0.001 100 100 1e-06 0.1 7114 TCGA -7 0.004131937778548308 0.004094741077878368 25 0.001 100 100 1e-06 0.1 7114 TCGA -8 0.004036634579136217 0.004021367425538936 25 0.001 100 100 1e-06 0.1 7114 TCGA -9 0.003976408622682615 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1793187765544088 0.15033464320939988 25 0.001 100 100 1e-06 0.5 4400 TCGA -1 0.0904377488425027 0.03807333147331099 25 0.001 100 100 1e-06 0.5 4400 TCGA -2 0.019845795386576576 0.010237619804976573 25 0.001 100 100 1e-06 0.5 4400 TCGA -3 0.007586348681940502 0.0059977447702994 25 0.001 100 100 1e-06 0.5 4400 TCGA -4 0.005306021026646998 0.004875693421099504 25 0.001 100 100 1e-06 0.5 4400 TCGA -5 0.004589897421759255 0.004441648761475056 25 0.001 100 100 1e-06 0.5 4400 TCGA -6 0.0042815012319876505 0.004231863372009154 25 0.001 100 100 1e-06 0.5 4400 TCGA -7 0.004121665095766766 0.004115222915819842 25 0.001 100 100 1e-06 0.5 4400 TCGA -8 0.0040283863391019905 0.004044182851311549 25 0.001 100 100 1e-06 0.5 4400 TCGA -9 0.003969562426282217 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.001lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1633124351859066 0.11654129126413383 25 0.001 100 100 1e-06 0.0 9056 TCGA -1 0.07264565806434628 0.032656965468397095 25 0.001 100 100 1e-06 0.0 9056 TCGA -2 0.017028446114718838 0.008582350343989966 25 0.001 100 100 1e-06 0.0 9056 TCGA -3 0.0066764539785771305 0.005486413068957066 25 0.001 100 100 1e-06 0.0 9056 TCGA -4 0.005177094595741099 0.004888193759056342 25 0.001 100 100 1e-06 0.0 9056 TCGA -5 0.0048331108729829375 0.00471062773379998 25 0.001 100 100 1e-06 0.0 9056 TCGA -6 0.004706442716413676 0.004622516828359821 25 0.001 100 100 1e-06 0.0 9056 TCGA -7 0.004628637172138286 0.004554594576770636 25 0.001 100 100 1e-06 0.0 9056 TCGA -8 0.004560902899819146 0.00448936760547248 25 0.001 100 100 1e-06 0.0 9056 TCGA -9 0.004493735268729092 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.001lr_100bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18883850344564115 0.18265508624477003 25 0.001 100 100 0.001 0.5 6853 TCGA -1 0.16985415283664154 0.15175495532589342 25 0.001 100 100 0.001 0.5 6853 TCGA -2 0.1270822558299627 0.10027455545999298 25 0.001 100 100 0.001 0.5 6853 TCGA -3 0.07643634149995363 0.05489316150246553 25 0.001 100 100 0.001 0.5 6853 TCGA -4 0.04050319957619553 0.028736661782666068 25 0.001 100 100 0.001 0.5 6853 TCGA -5 0.021784264990172757 0.016246812081142287 25 0.001 100 100 0.001 0.5 6853 TCGA -6 0.013014486028464268 0.01041499013783195 25 0.001 100 100 0.001 0.5 6853 TCGA -7 0.008848814290623565 0.007561398777717622 25 0.001 100 100 0.001 0.5 6853 TCGA -8 0.006755122110879236 0.006075138726912851 25 0.001 100 100 0.001 0.5 6853 TCGA -9 0.00563425273641874 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.001lr_100bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1892953308625391 0.1859064564183729 25 0.001 100 100 0.001 0.0 3946 TCGA -1 0.17977145919643858 0.1699396565781167 25 0.001 100 100 0.001 0.0 3946 TCGA -2 0.15306175923371423 0.1324874492146861 25 0.001 100 100 0.001 0.0 3946 TCGA -3 0.10978673857638101 0.0868573592760455 25 0.001 100 100 0.001 0.0 3946 TCGA -4 0.06807378711199066 0.051136579327098086 25 0.001 100 100 0.001 0.0 3946 TCGA -5 0.03941704047807846 0.029412736367415544 25 0.001 100 100 0.001 0.0 3946 TCGA -6 0.02301233685872214 0.017635971513675085 25 0.001 100 100 0.001 0.0 3946 TCGA -7 0.014287592300016048 0.011449923270835948 25 0.001 100 100 0.001 0.0 3946 TCGA -8 0.009693430562538253 0.008164578089350132 25 0.001 100 100 0.001 0.0 3946 TCGA -9 0.007226035481343572 0.006371750543128007 25 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.001lr_100bs_100e_0s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.13164442786781605 0.08171221333083196 25 0.001 100 100 0.0 0.1 4234 TCGA -1 0.07320679402292167 0.07171881034146602 25 0.001 100 100 0.0 0.1 4234 TCGA -2 0.07160197122712555 0.07127904555006842 25 0.001 100 100 0.0 0.1 4234 TCGA -3 0.07126579629029663 0.0710066792428793 25 0.001 100 100 0.0 0.1 4234 TCGA -4 0.07103564120676917 0.07071937160126528 25 0.001 100 100 0.0 0.1 4234 TCGA -5 0.07075345801454208 0.07055749890193268 25 0.001 100 100 0.0 0.1 4234 TCGA -6 0.07055932780384072 0.0703228592273578 25 0.001 100 100 0.0 0.1 4234 TCGA -7 0.07036102136266673 0.0701702809588394 25 0.001 100 100 0.0 0.1 4234 TCGA -8 0.07008202039915372 0.06976051055756047 25 0.001 100 100 0.0 0.1 4234 TCGA -9 0.0698277419373744 0.06960747316105281 25 0.001 100 100 0.0 0.1 4234 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.001lr_100bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.001lr_100bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index 6ab8b8dd7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.001lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.13646563724347 0.09414583073938312 25 0.001 100 100 0.0 0.0 8082 TCGA -1 0.07486623646538629 0.07119089686990383 25 0.001 100 100 0.0 0.0 8082 TCGA -2 0.07098286357415229 0.07080515226976357 25 0.001 100 100 0.0 0.0 8082 TCGA -3 0.07073088250667578 0.07063711123849878 25 0.001 100 100 0.0 0.0 8082 TCGA -4 0.07057402451441669 0.07043933464055085 25 0.001 100 100 0.0 0.0 8082 TCGA -5 0.07039837996426644 0.07034904970296064 25 0.001 100 100 0.0 0.0 8082 TCGA -6 0.0702977543679089 0.07024339930945306 25 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sparsity noise seed dataset -0 0.11302890677476171 0.03150168763258349 25 0.001 50 100 1e-06 0.1 9950 TCGA -1 0.011482392688076942 0.005045473023350514 25 0.001 50 100 1e-06 0.1 9950 TCGA -2 0.0047634722932009725 0.004262901968954496 25 0.001 50 100 1e-06 0.1 9950 TCGA -3 0.004378262661935522 0.004086195959255624 25 0.001 50 100 1e-06 0.1 9950 TCGA -4 0.004232954984379657 0.003991132164514394 25 0.001 50 100 1e-06 0.1 9950 TCGA -5 0.004133349076310117 0.003928856526375117 25 0.001 50 100 1e-06 0.1 9950 TCGA -6 0.00403784029726332 0.0038755591397159664 25 0.001 50 100 1e-06 0.1 9950 TCGA -7 0.00397272463067734 0.0038317042150202408 25 0.001 50 100 1e-06 0.1 9950 TCGA -8 0.003908924677246336 0.0037912132836241817 25 0.001 50 100 1e-06 0.1 9950 TCGA -9 0.0038573171579379738 0.003756676990089554 25 0.001 50 100 1e-06 0.1 9950 TCGA -10 0.0038141494471642576 0.003721402986115547 25 0.001 50 100 1e-06 0.1 9950 TCGA -11 0.003770636116309487 0.003687437775839663 25 0.001 50 100 1e-06 0.1 9950 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0.0037061557543449967 25 0.001 50 100 1e-06 0.5 320 TCGA -99 0.0037270090600168173 0.003704612952979965 25 0.001 50 100 1e-06 0.5 320 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.001lr_50bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.001lr_50bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index 892cf60df..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.001lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.10997230258952934 0.03185515811470286 25 0.001 50 100 1e-06 0.0 8530 TCGA -1 0.01107869687456796 0.005021785538007117 25 0.001 50 100 1e-06 0.0 8530 TCGA -2 0.004510083114486119 0.004286260542988627 25 0.001 50 100 1e-06 0.0 8530 TCGA -3 0.004188595356782274 0.0041263332173939625 25 0.001 50 100 1e-06 0.0 8530 TCGA -4 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--git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.001lr_50bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.001lr_50bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index 77c0968f0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.001lr_50bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18020497278611514 0.15422193698547593 25 0.001 50 100 0.001 0.1 5178 TCGA -1 0.10123671449280927 0.051905100987334946 25 0.001 50 100 0.001 0.1 5178 TCGA -2 0.02862278660770765 0.014352284456093108 25 0.001 50 100 0.001 0.1 5178 TCGA -3 0.009591016461439651 0.006636238458037526 25 0.001 50 100 0.001 0.1 5178 TCGA -4 0.005525239545260241 0.004782899140132282 25 0.001 50 100 0.001 0.1 5178 TCGA -5 0.00445802797822635 0.004228130738770393 25 0.001 50 100 0.001 0.1 5178 TCGA -6 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.001lr_50bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index 508337f8c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.001lr_50bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.17842032653184484 0.14714567550462693 25 0.001 50 100 0.001 0.5 1877 TCGA -1 0.08979516787963236 0.04138390072176804 25 0.001 50 100 0.001 0.5 1877 TCGA -2 0.022211502701395863 0.011150787645323791 25 0.001 50 100 0.001 0.5 1877 TCGA -3 0.007751119209609187 0.00567620047999911 25 0.001 50 100 0.001 0.5 1877 TCGA -4 0.0049428844131372985 0.004432329994593583 25 0.001 50 100 0.001 0.5 1877 TCGA -5 0.004241390142980466 0.004072385306596456 25 0.001 50 100 0.001 0.5 1877 TCGA -6 0.00401880106295031 0.003942342271476085 25 0.001 50 100 0.001 0.5 1877 TCGA -7 0.003930587663060238 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--- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.001lr_50bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1749364414383011 0.13764879444436212 25 0.001 50 100 0.001 0.0 7415 TCGA -1 0.08054056911762437 0.035573403477369245 25 0.001 50 100 0.001 0.0 7415 TCGA -2 0.019376433191242787 0.01033779772831567 25 0.001 50 100 0.001 0.0 7415 TCGA -3 0.007435770857114919 0.005770278006473828 25 0.001 50 100 0.001 0.0 7415 TCGA -4 0.005005904193832441 0.004621110849513031 25 0.001 50 100 0.001 0.0 7415 TCGA -5 0.004317712113056434 0.004237162602138729 25 0.001 50 100 0.001 0.0 7415 TCGA -6 0.004066267766654932 0.004078868938020276 25 0.001 50 100 0.001 0.0 7415 TCGA -7 0.003955154425756369 0.004002137121337293 25 0.001 50 100 0.001 0.0 7415 TCGA -8 0.003898674182635196 0.003960760945604 25 0.001 50 100 0.001 0.0 7415 TCGA -9 0.0038667138463620338 0.003936018546734323 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.001lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.10517050233559493 0.06888330499430996 25 0.001 50 100 0.0 0.0 8201 TCGA -1 0.06828141316167743 0.0679422380337164 25 0.001 50 100 0.0 0.0 8201 TCGA -2 0.06769473615541882 0.0676260915158981 25 0.001 50 100 0.0 0.0 8201 TCGA -3 0.06750628800081587 0.06744448971658495 25 0.001 50 100 0.0 0.0 8201 TCGA -4 0.06731383392541772 0.06725945129017134 25 0.001 50 100 0.0 0.0 8201 TCGA -5 0.06714535118619676 0.0671182260591181 25 0.001 50 100 0.0 0.0 8201 TCGA -6 0.06702621004879242 0.06703260155329153 25 0.001 50 100 0.0 0.0 8201 TCGA -7 0.06693700160105615 0.06693944012998936 25 0.001 50 100 0.0 0.0 8201 TCGA -8 0.06686932626267152 0.06688414761169471 25 0.001 50 100 0.0 0.0 8201 TCGA -9 0.0668175904996521 0.06684256685738588 25 0.001 50 100 0.0 0.0 8201 TCGA -10 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0.0037901098102836603 25 0.002 100 100 1e-06 0.1 5940 TCGA -98 0.0038150273026075813 0.0037903708848053934 25 0.002 100 100 1e-06 0.1 5940 TCGA -99 0.003814576770374303 0.003791212086710873 25 0.002 100 100 1e-06 0.1 5940 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_100bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_100bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index 84be49ce7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.14842927226164082 0.05607686949959352 25 0.002 100 100 1e-06 0.5 2180 TCGA -1 0.017575192851564246 0.0059992201537380566 25 0.002 100 100 1e-06 0.5 2180 TCGA -2 0.004948243111366173 0.004432237323317396 25 0.002 100 100 1e-06 0.5 2180 TCGA -3 0.004211398062604643 0.004109208715433751 25 0.002 100 100 1e-06 0.5 2180 TCGA -4 0.0040113657644534765 0.003989271185449769 25 0.002 100 100 1e-06 0.5 2180 TCGA -5 0.003928327934305234 0.003932059750700341 25 0.002 100 100 1e-06 0.5 2180 TCGA -6 0.0038861487515739336 0.003900697473530194 25 0.002 100 100 1e-06 0.5 2180 TCGA -7 0.0038620254356683944 0.0038819164107904663 25 0.002 100 100 1e-06 0.5 2180 TCGA -8 0.0038472891676884493 0.0038696331505537335 25 0.002 100 100 1e-06 0.5 2180 TCGA -9 0.0038374446972082744 0.003861506212147037 25 0.002 100 100 1e-06 0.5 2180 TCGA -10 0.0038307214033959274 0.003855964957488392 25 0.002 100 100 1e-06 0.5 2180 TCGA -11 0.0038259970881327618 0.0038513401839133333 25 0.002 100 100 1e-06 0.5 2180 TCGA -12 0.0038224446423745125 0.0038485951913548775 25 0.002 100 100 1e-06 0.5 2180 TCGA -13 0.00381994446476967 0.0038462651685235937 25 0.002 100 100 1e-06 0.5 2180 TCGA -14 0.0038179208563299954 0.003844220880372216 25 0.002 100 100 1e-06 0.5 2180 TCGA -15 0.003816321711511772 0.003843008691501153 25 0.002 100 100 1e-06 0.5 2180 TCGA -16 0.003815213472550486 0.003841337902312303 25 0.002 100 100 1e-06 0.5 2180 TCGA -17 0.0038140533998848097 0.0038406003673734077 25 0.002 100 100 1e-06 0.5 2180 TCGA -18 0.0038134554566950428 0.0038398498453986107 25 0.002 100 100 1e-06 0.5 2180 TCGA -19 0.0038125850404753577 0.003839431061460894 25 0.002 100 100 1e-06 0.5 2180 TCGA -20 0.0038121941817302945 0.0038391762148663774 25 0.002 100 100 1e-06 0.5 2180 TCGA -21 0.0038116535574999463 0.0038381073174614403 25 0.002 100 100 1e-06 0.5 2180 TCGA -22 0.003811326825184383 0.0038383431889435003 25 0.002 100 100 1e-06 0.5 2180 TCGA -23 0.0038110736218204266 0.0038378047206949198 25 0.002 100 100 1e-06 0.5 2180 TCGA -24 0.003810781897888218 0.003837884705626036 25 0.002 100 100 1e-06 0.5 2180 TCGA -25 0.0038107905518646127 0.003838241906443508 25 0.002 100 100 1e-06 0.5 2180 TCGA -26 0.0038103700427517075 0.0038380705922299143 25 0.002 100 100 1e-06 0.5 2180 TCGA -27 0.0038104236348355316 0.003836529604369896 25 0.002 100 100 1e-06 0.5 2180 TCGA -28 0.0038101340581481345 0.003837444426388896 25 0.002 100 100 1e-06 0.5 2180 TCGA -29 0.0038101246994425774 0.003837016731706546 25 0.002 100 100 1e-06 0.5 2180 TCGA -30 0.0038100703403612327 0.003836812574332159 25 0.002 100 100 1e-06 0.5 2180 TCGA -31 0.0038101670030994714 0.0038377307718104902 25 0.002 100 100 1e-06 0.5 2180 TCGA -32 0.003810117848415831 0.00383630031064602 25 0.002 100 100 1e-06 0.5 2180 TCGA -33 0.0038099257609257977 0.003836913893102252 25 0.002 100 100 1e-06 0.5 2180 TCGA -34 0.003809768022829651 0.003836079476045529 25 0.002 100 100 1e-06 0.5 2180 TCGA -35 0.003809794548604538 0.0038359146459898607 25 0.002 100 100 1e-06 0.5 2180 TCGA -36 0.0038097473585967548 0.0038360489857612395 25 0.002 100 100 1e-06 0.5 2180 TCGA -37 0.0038097403714164486 0.003836862711310761 25 0.002 100 100 1e-06 0.5 2180 TCGA -38 0.0038098086452148816 0.0038368197160319017 25 0.002 100 100 1e-06 0.5 2180 TCGA -39 0.003809674775001493 0.003836175095729867 25 0.002 100 100 1e-06 0.5 2180 TCGA -40 0.0038097352548077733 0.0038364118681144177 25 0.002 100 100 1e-06 0.5 2180 TCGA -41 0.003809763501538707 0.003835903109757969 25 0.002 100 100 1e-06 0.5 2180 TCGA -42 0.0038094985587700148 0.0038364383230575514 25 0.002 100 100 1e-06 0.5 2180 TCGA -43 0.0038098722590999066 0.003835857814252751 25 0.002 100 100 1e-06 0.5 2180 TCGA -44 0.003809669084593534 0.0038358275708391437 25 0.002 100 100 1e-06 0.5 2180 TCGA -45 0.003809539141938654 0.0038362136566964674 25 0.002 100 100 1e-06 0.5 2180 TCGA -46 0.003809763381056191 0.00383588602186073 25 0.002 100 100 1e-06 0.5 2180 TCGA -47 0.003810037441929246 0.003836436380852182 25 0.002 100 100 1e-06 0.5 2180 TCGA -48 0.0038096895385277846 0.0038361964904090116 25 0.002 100 100 1e-06 0.5 2180 TCGA -49 0.0038095585489796332 0.0038355579529537926 25 0.002 100 100 1e-06 0.5 2180 TCGA -50 0.0038096786266477002 0.0038365352051753796 25 0.002 100 100 1e-06 0.5 2180 TCGA -51 0.0038100824520247187 0.0038361301804757 25 0.002 100 100 1e-06 0.5 2180 TCGA -52 0.003809462061949396 0.003835974579405545 25 0.002 100 100 1e-06 0.5 2180 TCGA -53 0.0038100015210389645 0.0038360203007919403 25 0.002 100 100 1e-06 0.5 2180 TCGA -54 0.003809971777502481 0.003835539814393649 25 0.002 100 100 1e-06 0.5 2180 TCGA -55 0.003809733381897181 0.0038365546775392103 25 0.002 100 100 1e-06 0.5 2180 TCGA -56 0.003809775126802112 0.003836366101097896 25 0.002 100 100 1e-06 0.5 2180 TCGA -57 0.003809837220907785 0.0038364464030998884 25 0.002 100 100 1e-06 0.5 2180 TCGA -58 0.0038098854597579746 0.0038363508231956606 25 0.002 100 100 1e-06 0.5 2180 TCGA -59 0.0038098650095140857 0.0038368865583166853 25 0.002 100 100 1e-06 0.5 2180 TCGA -60 0.00380958959747483 0.003837027026565006 25 0.002 100 100 1e-06 0.5 2180 TCGA -61 0.003810010493088163 0.003836960837142027 25 0.002 100 100 1e-06 0.5 2180 TCGA -62 0.003809767258924758 0.0038364740514463215 25 0.002 100 100 1e-06 0.5 2180 TCGA -63 0.0038098260263511844 0.003838049610561911 25 0.002 100 100 1e-06 0.5 2180 TCGA -64 0.003809797617244332 0.0038368492843536424 25 0.002 100 100 1e-06 0.5 2180 TCGA -65 0.003809781773663489 0.0038368633173724363 25 0.002 100 100 1e-06 0.5 2180 TCGA -66 0.003810072299059743 0.0038356552293627106 25 0.002 100 100 1e-06 0.5 2180 TCGA -67 0.0038098446614828235 0.0038358692135942642 25 0.002 100 100 1e-06 0.5 2180 TCGA -68 0.0038098769916250813 0.0038362390925667845 25 0.002 100 100 1e-06 0.5 2180 TCGA -69 0.003809791096245082 0.0038362581261794024 25 0.002 100 100 1e-06 0.5 2180 TCGA -70 0.0038101825607812275 0.0038361003138031344 25 0.002 100 100 1e-06 0.5 2180 TCGA -71 0.003809908715066661 0.00383579105971821 25 0.002 100 100 1e-06 0.5 2180 TCGA -72 0.0038094965232236184 0.0038363879321882473 25 0.002 100 100 1e-06 0.5 2180 TCGA -73 0.003809786064670659 0.0038354843468803106 25 0.002 100 100 1e-06 0.5 2180 TCGA -74 0.0038096913766138356 0.0038357200264818405 25 0.002 100 100 1e-06 0.5 2180 TCGA -75 0.00380994038406241 0.0038359802656212643 25 0.002 100 100 1e-06 0.5 2180 TCGA -76 0.003809887552686898 0.0038364470559616934 25 0.002 100 100 1e-06 0.5 2180 TCGA -77 0.0038102482049369906 0.003836913120900117 25 0.002 100 100 1e-06 0.5 2180 TCGA -78 0.0038098807436575087 0.0038370245052080356 25 0.002 100 100 1e-06 0.5 2180 TCGA -79 0.003810301942738129 0.003836693760503701 25 0.002 100 100 1e-06 0.5 2180 TCGA -80 0.0038100574450416216 0.003836652022978319 25 0.002 100 100 1e-06 0.5 2180 TCGA -81 0.003809750177201542 0.0038371473520376425 25 0.002 100 100 1e-06 0.5 2180 TCGA -82 0.0038095686347904196 0.003836596967306119 25 0.002 100 100 1e-06 0.5 2180 TCGA -83 0.0038102305705691006 0.0038363143857849304 25 0.002 100 100 1e-06 0.5 2180 TCGA -84 0.003810063304842385 0.0038366407020270226 25 0.002 100 100 1e-06 0.5 2180 TCGA -85 0.003810039647570135 0.0038367735945044 25 0.002 100 100 1e-06 0.5 2180 TCGA -86 0.003809938994537237 0.003835236430214952 25 0.002 100 100 1e-06 0.5 2180 TCGA -87 0.0038099060303544373 0.0038370757770897755 25 0.002 100 100 1e-06 0.5 2180 TCGA -88 0.0038096089269922225 0.003836432934022654 25 0.002 100 100 1e-06 0.5 2180 TCGA -89 0.003809860947049463 0.0038351196135820156 25 0.002 100 100 1e-06 0.5 2180 TCGA -90 0.0038099887086745286 0.0038363153100874855 25 0.002 100 100 1e-06 0.5 2180 TCGA -91 0.0038100520929774677 0.003836195721716887 25 0.002 100 100 1e-06 0.5 2180 TCGA -92 0.003809933420349686 0.0038359468947890118 25 0.002 100 100 1e-06 0.5 2180 TCGA -93 0.003809831251149833 0.003835803072141418 25 0.002 100 100 1e-06 0.5 2180 TCGA -94 0.003809692896445164 0.0038368617542481154 25 0.002 100 100 1e-06 0.5 2180 TCGA -95 0.003809915090946331 0.003836393036912359 25 0.002 100 100 1e-06 0.5 2180 TCGA -96 0.00380993650167185 0.0038363495256620735 25 0.002 100 100 1e-06 0.5 2180 TCGA -97 0.003809815981472228 0.003836282993428147 25 0.002 100 100 1e-06 0.5 2180 TCGA -98 0.003809757582354305 0.003836034965612481 25 0.002 100 100 1e-06 0.5 2180 TCGA -99 0.003809710973266644 0.0038373605090769093 25 0.002 100 100 1e-06 0.5 2180 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_100bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_100bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index c3dae3580..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.14638157059781678 0.05205564790559773 25 0.002 100 100 1e-06 0.0 469 TCGA -1 0.01648636124452229 0.005924097758404274 25 0.002 100 100 1e-06 0.0 469 TCGA -2 0.004957713125408101 0.00439879519574756 25 0.002 100 100 1e-06 0.0 469 TCGA -3 0.004225219531371052 0.004073273858532834 25 0.002 100 100 1e-06 0.0 469 TCGA -4 0.00402107329792565 0.00395254844135076 25 0.002 100 100 1e-06 0.0 469 TCGA -5 0.00393567291176867 0.0038956976940284424 25 0.002 100 100 1e-06 0.0 469 TCGA -6 0.0038923829458574924 0.0038641954856414593 25 0.002 100 100 1e-06 0.0 469 TCGA -7 0.0038676727340421647 0.0038453908637166023 25 0.002 100 100 1e-06 0.0 469 TCGA -8 0.003852299540879032 0.003833676239091847 25 0.002 100 100 1e-06 0.0 469 TCGA -9 0.003842319476760517 0.0038256981157365456 25 0.002 100 100 1e-06 0.0 469 TCGA -10 0.003835261972556216 0.0038202956843016735 25 0.002 100 100 1e-06 0.0 469 TCGA -11 0.003830434812523091 0.003816025853437844 25 0.002 100 100 1e-06 0.0 469 TCGA -12 0.003826748842016097 0.0038134641781561638 25 0.002 100 100 1e-06 0.0 469 TCGA -13 0.0038242094253139653 0.003810817300898945 25 0.002 100 100 1e-06 0.0 469 TCGA -14 0.003822201861891713 0.003809308988889258 25 0.002 100 100 1e-06 0.0 469 TCGA -15 0.003820514480496776 0.0038075433533882076 25 0.002 100 100 1e-06 0.0 469 TCGA -16 0.0038192267173624474 0.003806815510756107 25 0.002 100 100 1e-06 0.0 469 TCGA -17 0.0038184099152388153 0.0038056137302338176 25 0.002 100 100 1e-06 0.0 469 TCGA -18 0.0038175252437492174 0.003804612478905886 25 0.002 100 100 1e-06 0.0 469 TCGA -19 0.0038168865328727206 0.0038047704480625878 25 0.002 100 100 1e-06 0.0 469 TCGA -20 0.0038162042381216345 0.0038034175920426544 25 0.002 100 100 1e-06 0.0 469 TCGA -21 0.003816011491148353 0.003803579380089913 25 0.002 100 100 1e-06 0.0 469 TCGA -22 0.0038153184032584725 0.003802714424778768 25 0.002 100 100 1e-06 0.0 469 TCGA -23 0.003815100505170076 0.0038026507766028145 25 0.002 100 100 1e-06 0.0 469 TCGA -24 0.0038147822497974953 0.003802364348110991 25 0.002 100 100 1e-06 0.0 469 TCGA -25 0.003814731720038268 0.0038021986826730133 25 0.002 100 100 1e-06 0.0 469 TCGA -26 0.0038144081775986806 0.003802109175085572 25 0.002 100 100 1e-06 0.0 469 TCGA -27 0.0038143105623832585 0.0038020682483724316 25 0.002 100 100 1e-06 0.0 469 TCGA -28 0.003814233852235823 0.003802605595757913 25 0.002 100 100 1e-06 0.0 469 TCGA -29 0.0038140610136469686 0.003802099354078422 25 0.002 100 100 1e-06 0.0 469 TCGA -30 0.003813957737702413 0.0038020050424577003 25 0.002 100 100 1e-06 0.0 469 TCGA -31 0.0038140747420007857 0.0038014501684237663 25 0.002 100 100 1e-06 0.0 469 TCGA -32 0.003813723967835691 0.0038014461272325947 25 0.002 100 100 1e-06 0.0 469 TCGA -33 0.003813801610657101 0.0038018097221177425 25 0.002 100 100 1e-06 0.0 469 TCGA -34 0.003813839743191607 0.003801450486664646 25 0.002 100 100 1e-06 0.0 469 TCGA -35 0.003813876919948394 0.003801882372298582 25 0.002 100 100 1e-06 0.0 469 TCGA -36 0.0038137059186139598 0.0038013660873113266 25 0.002 100 100 1e-06 0.0 469 TCGA -37 0.003813493335556157 0.0038015008014837402 25 0.002 100 100 1e-06 0.0 469 TCGA -38 0.003813533976081335 0.003801913798585459 25 0.002 100 100 1e-06 0.0 469 TCGA -39 0.0038139840053858696 0.0038013213206475704 25 0.002 100 100 1e-06 0.0 469 TCGA -40 0.003813562596786257 0.0038020301998672474 25 0.002 100 100 1e-06 0.0 469 TCGA -41 0.00381370325835688 0.003800885176201861 25 0.002 100 100 1e-06 0.0 469 TCGA -42 0.0038137671642742683 0.003802492217764483 25 0.002 100 100 1e-06 0.0 469 TCGA -43 0.003813488932980514 0.0038019951980504856 25 0.002 100 100 1e-06 0.0 469 TCGA -44 0.003813538745432162 0.0038022204915333035 25 0.002 100 100 1e-06 0.0 469 TCGA -45 0.0038136267172384107 0.003801071758957664 25 0.002 100 100 1e-06 0.0 469 TCGA -46 0.0038136092312646467 0.0038009671091883625 25 0.002 100 100 1e-06 0.0 469 TCGA -47 0.003813712142928911 0.0038017116805267094 25 0.002 100 100 1e-06 0.0 469 TCGA -48 0.0038136256512955958 0.003801720558511252 25 0.002 100 100 1e-06 0.0 469 TCGA -49 0.003813762814741079 0.0038013767179607147 25 0.002 100 100 1e-06 0.0 469 TCGA -50 0.0038133066160871937 0.0038012525057373333 25 0.002 100 100 1e-06 0.0 469 TCGA -51 0.0038137519429611937 0.003801753096301202 25 0.002 100 100 1e-06 0.0 469 TCGA -52 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--git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_100bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_100bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index 945206699..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18600936301193116 0.17446605067456786 25 0.002 100 100 0.001 0.1 9263 TCGA -1 0.1464318417096686 0.10960401916623715 25 0.002 100 100 0.001 0.1 9263 TCGA -2 0.07489680864963898 0.04549694158623566 25 0.002 100 100 0.001 0.1 9263 TCGA -3 0.02967931505761278 0.01818656435601376 25 0.002 100 100 0.001 0.1 9263 TCGA -4 0.01288426148160778 0.009076611681761753 25 0.002 100 100 0.001 0.1 9263 TCGA -5 0.007271833848544999 0.005940472246171093 25 0.002 100 100 0.001 0.1 9263 TCGA -6 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_100bs_100e_0.001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_100bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index 1a8a3fefd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_100bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18148106759727395 0.15977247081809307 25 0.002 100 100 0.001 0.5 4922 TCGA -1 0.11314120129680565 0.06405441912274863 25 0.002 100 100 0.001 0.5 4922 TCGA -2 0.0361849217018534 0.01810587870528051 25 0.002 100 100 0.001 0.5 4922 TCGA -3 0.01173028913701315 0.0077782061334755554 25 0.002 100 100 0.001 0.5 4922 TCGA -4 0.006204540474792103 0.005223661721988239 25 0.002 100 100 0.001 0.5 4922 TCGA -5 0.004712940869620668 0.004437710198307007 25 0.002 100 100 0.001 0.5 4922 TCGA -6 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_100bs_100e_0.001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_100bs_100e_0.001s_0n_TCGA.tsv deleted file mode 100644 index 79b2096b3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_100bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18500533922367401 0.16783285642688597 25 0.002 100 100 0.001 0.0 5418 TCGA -1 0.12828457701956672 0.08155318544288377 25 0.002 100 100 0.001 0.0 5418 TCGA -2 0.04864709560488774 0.025246603096175435 25 0.002 100 100 0.001 0.0 5418 TCGA -3 0.015912476785144996 0.009930959018181317 25 0.002 100 100 0.001 0.0 5418 TCGA -4 0.007482855719369592 0.0059466211069094475 25 0.002 100 100 0.001 0.0 5418 TCGA -5 0.005148916494465956 0.004729217320830379 25 0.002 100 100 0.001 0.0 5418 TCGA -6 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_100bs_100e_0s_0.1n_TCGA.tsv deleted file mode 100644 index 0bc20b40a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_100bs_100e_0s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1178147642964603 0.063149140520611 25 0.002 100 100 0.0 0.1 5726 TCGA -1 0.05312074106741742 0.049344021621061926 25 0.002 100 100 0.0 0.1 5726 TCGA -2 0.0329306781104221 0.004546489812265239 25 0.002 100 100 0.0 0.1 5726 TCGA -3 0.004079046312823329 0.0035648634551963465 25 0.002 100 100 0.0 0.1 5726 TCGA -4 0.0037939744437389296 0.003446325705382018 25 0.002 100 100 0.0 0.1 5726 TCGA -5 0.0036915991390761202 0.003393093569803253 25 0.002 100 100 0.0 0.1 5726 TCGA -6 0.0036390672070577695 0.0033470055675742464 25 0.002 100 100 0.0 0.1 5726 TCGA -7 0.0035963532689408688 0.0033187944343753494 25 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_100bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.11616439340782293 0.06779230049057822 25 0.002 100 100 0.0 0.5 5738 TCGA -1 0.0672988451535793 0.064989374173646 25 0.002 100 100 0.0 0.5 5738 TCGA -2 0.06580411128509336 0.06439470862922957 25 0.002 100 100 0.0 0.5 5738 TCGA -3 0.06481156151653174 0.06338210602351768 25 0.002 100 100 0.0 0.5 5738 TCGA -4 0.06382047249504678 0.06255644080626904 25 0.002 100 100 0.0 0.5 5738 TCGA -5 0.0626338394205942 0.06102680119138267 25 0.002 100 100 0.0 0.5 5738 TCGA -6 0.05322600146868886 0.0072757346677270966 25 0.002 100 100 0.0 0.5 5738 TCGA -7 0.004506389333692206 0.0038267125085408066 25 0.002 100 100 0.0 0.5 5738 TCGA -8 0.003911928966200038 0.003734126261168688 25 0.002 100 100 0.0 0.5 5738 TCGA -9 0.0038126439324125128 0.0036792649382060795 25 0.002 100 100 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diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_50bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_50bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index e1810d6e0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_50bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.08097550159569517 0.0059134959051357445 25 0.002 50 100 1e-06 0.5 8978 TCGA -1 0.004609480496167052 0.0040413110807126194 25 0.002 50 100 1e-06 0.5 8978 TCGA -2 0.0039870819392759495 0.003857073251242239 25 0.002 50 100 1e-06 0.5 8978 TCGA -3 0.003886572336525437 0.003804487987051732 25 0.002 50 100 1e-06 0.5 8978 TCGA -4 0.0038534606595803603 0.003783623360322049 25 0.002 50 100 1e-06 0.5 8978 TCGA -5 0.0038388912974388896 0.003774608308730188 25 0.002 50 100 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_50bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index ec657b110..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.06843442839261289 0.004979611652898579 25 0.002 50 100 1e-06 0.0 3838 TCGA -1 0.004279619943910241 0.00397921840299913 25 0.002 50 100 1e-06 0.0 3838 TCGA -2 0.003951838559347678 0.0038489022481737276 25 0.002 50 100 1e-06 0.0 3838 TCGA -3 0.0038632407064269677 0.0037795162113879494 25 0.002 50 100 1e-06 0.0 3838 TCGA -4 0.0038066874274333045 0.003729592545435357 25 0.002 50 100 1e-06 0.0 3838 TCGA -5 0.003764068176827469 0.003691031939195628 25 0.002 50 100 1e-06 0.0 3838 TCGA -6 0.0037299281304600494 0.0036595237439020945 25 0.002 50 100 1e-06 0.0 3838 TCGA -7 0.003700196729081658 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0.003811509638665262 0.0038342533197871704 25 0.002 50 100 0.001 0.0 7808 TCGA -98 0.003811192562259324 0.0038351165727436094 25 0.002 50 100 0.001 0.0 7808 TCGA -99 0.003811330974450474 0.003834851417250594 25 0.002 50 100 0.001 0.0 7808 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_50bs_100e_0s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_50bs_100e_0s_0.1n_TCGA.tsv deleted file mode 100644 index 19aba36c7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_50bs_100e_0s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.08888916423699594 0.06352509359768288 25 0.002 50 100 0.0 0.1 3992 TCGA -1 0.06303170051428607 0.06192862981902295 25 0.002 50 100 0.0 0.1 3992 TCGA -2 0.061689774420032116 0.06090265055697168 25 0.002 50 100 0.0 0.1 3992 TCGA -3 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_50bs_100e_0s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_50bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index f005fbec9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_25z_0.002lr_50bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.07654265202933247 0.005510093159880021 25 0.002 50 100 0.0 0.5 9857 TCGA -1 0.00461453681706489 0.003807930247717766 25 0.002 50 100 0.0 0.5 9857 TCGA -2 0.003999988009248984 0.0036685197689013565 25 0.002 50 100 0.0 0.5 9857 TCGA -3 0.0038389793044335176 0.0036046416896521744 25 0.002 50 100 0.0 0.5 9857 TCGA -4 0.0037634912668807904 0.003559838744095672 25 0.002 50 100 0.0 0.5 9857 TCGA -5 0.003704347841548496 0.003465410428421207 25 0.002 50 100 0.0 0.5 9857 TCGA -6 0.0036482192246501785 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0.0026199924489806532 0.0026032873639958588 25 0.002 50 100 0.0 0.0 750 TCGA -25 0.0026136261663567105 0.002592825632654692 25 0.002 50 100 0.0 0.0 750 TCGA -26 0.002607028281537791 0.0025868042496187452 25 0.002 50 100 0.0 0.0 750 TCGA -27 0.0026001456205164805 0.0025770768684676695 25 0.002 50 100 0.0 0.0 750 TCGA -28 0.0025882227375148273 0.0025671886352719225 25 0.002 50 100 0.0 0.0 750 TCGA -29 0.0025707221425111696 0.0025373363794861875 25 0.002 50 100 0.0 0.0 750 TCGA -30 0.0025371429443364363 0.0024933876474411342 25 0.002 50 100 0.0 0.0 750 TCGA -31 0.0025014066511503366 0.0024628044894648405 25 0.002 50 100 0.0 0.0 750 TCGA -32 0.002482120268889298 0.00245375710249359 25 0.002 50 100 0.0 0.0 750 TCGA -33 0.002473799981323844 0.0024478652680657766 25 0.002 50 100 0.0 0.0 750 TCGA -34 0.0024669441286239947 0.0024481539546638426 25 0.002 50 100 0.0 0.0 750 TCGA -35 0.0024615749061979394 0.00243925211024494 25 0.002 50 100 0.0 0.0 750 TCGA -36 0.0024556170263640457 0.002437160930703932 25 0.002 50 100 0.0 0.0 750 TCGA -37 0.0024518204919417143 0.0024264553812187372 25 0.002 50 100 0.0 0.0 750 TCGA -38 0.0024478334867196806 0.0024257857403975334 25 0.002 50 100 0.0 0.0 750 TCGA -39 0.0024437576169876805 0.002421837901443842 25 0.002 50 100 0.0 0.0 750 TCGA -40 0.0024408764372303134 0.002422373447024343 25 0.002 50 100 0.0 0.0 750 TCGA -41 0.002438311048697392 0.0024200855010193794 25 0.002 50 100 0.0 0.0 750 TCGA -42 0.0024375447352192377 0.0024157051048498955 25 0.002 50 100 0.0 0.0 750 TCGA -43 0.0024337236901934606 0.00241592676898268 25 0.002 50 100 0.0 0.0 750 TCGA -44 0.002433592327347021 0.002410372094386936 25 0.002 50 100 0.0 0.0 750 TCGA -45 0.0024284555898530847 0.0024079184794339853 25 0.002 50 100 0.0 0.0 750 TCGA -46 0.0024294891239367723 0.0024046477377321104 25 0.002 50 100 0.0 0.0 750 TCGA -47 0.0024264450824057213 0.0024073604054412052 25 0.002 50 100 0.0 0.0 750 TCGA -48 0.0024264980538590505 0.002405603873735322 25 0.002 50 100 0.0 0.0 750 TCGA -49 0.00242433079452575 0.0024009945734530386 25 0.002 50 100 0.0 0.0 750 TCGA -50 0.002422069970902772 0.002400207977938517 25 0.002 50 100 0.0 0.0 750 TCGA -51 0.0024217623501393594 0.00240022079883396 25 0.002 50 100 0.0 0.0 750 TCGA -52 0.0024190451537657795 0.002393516816020985 25 0.002 50 100 0.0 0.0 750 TCGA -53 0.002417385650247515 0.0023950428114595575 25 0.002 50 100 0.0 0.0 750 TCGA -54 0.0024162232241445583 0.00239260032440737 25 0.002 50 100 0.0 0.0 750 TCGA -55 0.002416751144382363 0.0023967365795119324 25 0.002 50 100 0.0 0.0 750 TCGA -56 0.0024154311991100757 0.0023931330596401014 25 0.002 50 100 0.0 0.0 750 TCGA -57 0.00241363664607393 0.002386878207138735 25 0.002 50 100 0.0 0.0 750 TCGA -58 0.0024126152038765076 0.0023928988729626987 25 0.002 50 100 0.0 0.0 750 TCGA -59 0.002411960875102985 0.0023911389306973873 25 0.002 50 100 0.0 0.0 750 TCGA -60 0.0024124474660173778 0.0023892782534935967 25 0.002 50 100 0.0 0.0 750 TCGA -61 0.0024106522936501603 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0.0 0.0 750 TCGA -99 0.002393974072826632 0.002373827409570166 25 0.002 50 100 0.0 0.0 750 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_100bs_100e_0.000001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_100bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index de6e91e44..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_100bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18850060062444907 0.18837507114038995 50 1e-05 100 100 1e-06 0.1 9767 TCGA -1 0.18841755698369622 0.18836527883107937 50 1e-05 100 100 1e-06 0.1 9767 TCGA -2 0.1883892988766766 0.18828591022958707 50 1e-05 100 100 1e-06 0.1 9767 TCGA -3 0.18819988941504948 0.1879703543294015 50 1e-05 100 100 1e-06 0.1 9767 TCGA -4 0.18779323341451543 0.187469578642941 50 1e-05 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0.11795875659637226 0.11685497437290211 50 1e-05 100 100 1e-06 0.1 9767 TCGA -55 0.11698302118566528 0.11585579093676715 50 1e-05 100 100 1e-06 0.1 9767 TCGA -56 0.11595634883160516 0.11486264142259281 50 1e-05 100 100 1e-06 0.1 9767 TCGA -57 0.11494373493391377 0.1138754350381281 50 1e-05 100 100 1e-06 0.1 9767 TCGA -58 0.11397785322000731 0.1128934279608367 50 1e-05 100 100 1e-06 0.1 9767 TCGA -59 0.11297212990849316 0.11191565798005866 50 1e-05 100 100 1e-06 0.1 9767 TCGA -60 0.1119594743560768 0.11094257437703597 50 1e-05 100 100 1e-06 0.1 9767 TCGA -61 0.11106226053527589 0.10997372738380529 50 1e-05 100 100 1e-06 0.1 9767 TCGA -62 0.1100673267064995 0.1090083443489506 50 1e-05 100 100 1e-06 0.1 9767 TCGA -63 0.10903595550602628 0.10804798764799109 50 1e-05 100 100 1e-06 0.1 9767 TCGA -64 0.10822122806845559 0.1070889985965724 50 1e-05 100 100 1e-06 0.1 9767 TCGA -65 0.10718416546767998 0.10613432908477495 50 1e-05 100 100 1e-06 0.1 9767 TCGA -66 0.10621608017491288 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100 1e-06 0.1 9767 TCGA -79 0.09392775868877846 0.09300984419769977 50 1e-05 100 100 1e-06 0.1 9767 TCGA -80 0.09301408605891448 0.09208541902615197 50 1e-05 100 100 1e-06 0.1 9767 TCGA -81 0.092076804291385 0.0911612645091124 50 1e-05 100 100 1e-06 0.1 9767 TCGA -82 0.091118893915321 0.09023911663186011 50 1e-05 100 100 1e-06 0.1 9767 TCGA -83 0.09023338845198223 0.0893177157221128 50 1e-05 100 100 1e-06 0.1 9767 TCGA -84 0.08930651417919162 0.08839779496941734 50 1e-05 100 100 1e-06 0.1 9767 TCGA -85 0.08838582661521396 0.08747825561905626 50 1e-05 100 100 1e-06 0.1 9767 TCGA -86 0.08746082197410318 0.08656212212003056 50 1e-05 100 100 1e-06 0.1 9767 TCGA -87 0.0865368574960834 0.08564486096252748 50 1e-05 100 100 1e-06 0.1 9767 TCGA -88 0.08558510407224965 0.08472757790256386 50 1e-05 100 100 1e-06 0.1 9767 TCGA -89 0.08473205469438096 0.08381423889542344 50 1e-05 100 100 1e-06 0.1 9767 TCGA -90 0.08378708480255108 0.08290069913444807 50 1e-05 100 100 1e-06 0.1 9767 TCGA -91 0.08283695666977492 0.08198872163667152 50 1e-05 100 100 1e-06 0.1 9767 TCGA -92 0.0819269995435778 0.08107893019165825 50 1e-05 100 100 1e-06 0.1 9767 TCGA -93 0.08102366208650928 0.08017390621966453 50 1e-05 100 100 1e-06 0.1 9767 TCGA -94 0.08010260715959247 0.07926301306216561 50 1e-05 100 100 1e-06 0.1 9767 TCGA -95 0.07920147945790675 0.07835630080358467 50 1e-05 100 100 1e-06 0.1 9767 TCGA -96 0.0782816065603208 0.07744943586426165 50 1e-05 100 100 1e-06 0.1 9767 TCGA -97 0.07737655061798072 0.07654339284753081 50 1e-05 100 100 1e-06 0.1 9767 TCGA -98 0.07646521160825846 0.07563957751695834 50 1e-05 100 100 1e-06 0.1 9767 TCGA -99 0.0755678777365576 0.07473544312182383 50 1e-05 100 100 1e-06 0.1 9767 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index 3415479f9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18852221113035542 0.18842209186685743 50 1e-05 100 100 1e-06 0.5 9527 TCGA -1 0.18841467061097605 0.18841127631951815 50 1e-05 100 100 1e-06 0.5 9527 TCGA -2 0.18840635615555965 0.1884026758784625 50 1e-05 100 100 1e-06 0.5 9527 TCGA -3 0.1883943387441223 0.1883844185115105 50 1e-05 100 100 1e-06 0.5 9527 TCGA -4 0.1883355539309977 0.18823046188558165 50 1e-05 100 100 1e-06 0.5 9527 TCGA -5 0.188021685180886 0.18771234626446537 50 1e-05 100 100 1e-06 0.5 9527 TCGA -6 0.18733823134911382 0.18680685900863092 50 1e-05 100 100 1e-06 0.5 9527 TCGA -7 0.18636653013880836 0.18566851370298681 50 1e-05 100 100 1e-06 0.5 9527 TCGA -8 0.1852595462425437 0.18439987601347305 50 1e-05 100 100 1e-06 0.5 9527 TCGA -9 0.1840190593636 0.18302180921312552 50 1e-05 100 100 1e-06 0.5 9527 TCGA -10 0.18266980389935827 0.18156202392062948 50 1e-05 100 100 1e-06 0.5 9527 TCGA -11 0.18128950580354114 0.1800516914183171 50 1e-05 100 100 1e-06 0.5 9527 TCGA -12 0.17984823513335715 0.17849802940934148 50 1e-05 100 100 1e-06 0.5 9527 TCGA -13 0.17854799407908847 0.17693134640628969 50 1e-05 100 100 1e-06 0.5 9527 TCGA -14 0.17706208626285092 0.1753464347902854 50 1e-05 100 100 1e-06 0.5 9527 TCGA -15 0.17564921539294717 0.1737569115269723 50 1e-05 100 100 1e-06 0.5 9527 TCGA -16 0.17429724589650528 0.172167900743796 50 1e-05 100 100 1e-06 0.5 9527 TCGA -17 0.17284807840759087 0.1705860220756962 50 1e-05 100 100 1e-06 0.5 9527 TCGA -18 0.17139482463406777 0.1690110281933492 50 1e-05 100 100 1e-06 0.5 9527 TCGA -19 0.16996157115452362 0.1674355774668593 50 1e-05 100 100 1e-06 0.5 9527 TCGA -20 0.16859368453342236 0.16587394970146255 50 1e-05 100 100 1e-06 0.5 9527 TCGA -21 0.16714805354130216 0.16433729096573202 50 1e-05 100 100 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0.1088848185284434 0.10240539627608343 50 1e-05 100 100 1e-06 0.5 9527 TCGA -72 0.10791869309098477 0.10129440411101634 50 1e-05 100 100 1e-06 0.5 9527 TCGA -73 0.106998484513931 0.10022678488313254 50 1e-05 100 100 1e-06 0.5 9527 TCGA -74 0.10588544040073414 0.09918258174430186 50 1e-05 100 100 1e-06 0.5 9527 TCGA -75 0.10447105624797103 0.09815133318080375 50 1e-05 100 100 1e-06 0.5 9527 TCGA -76 0.10361321659003773 0.09708352559175923 50 1e-05 100 100 1e-06 0.5 9527 TCGA -77 0.1026161195663938 0.09602378439813403 50 1e-05 100 100 1e-06 0.5 9527 TCGA -78 0.10165794284725072 0.09494989960636925 50 1e-05 100 100 1e-06 0.5 9527 TCGA -79 0.10043615945209974 0.09399683159499911 50 1e-05 100 100 1e-06 0.5 9527 TCGA -80 0.09911788788633775 0.0929377070773187 50 1e-05 100 100 1e-06 0.5 9527 TCGA -81 0.09839441332949872 0.09191220092713534 50 1e-05 100 100 1e-06 0.5 9527 TCGA -82 0.09732308477173295 0.09084315556826902 50 1e-05 100 100 1e-06 0.5 9527 TCGA -83 0.09595364210697832 0.08983445433366238 50 1e-05 100 100 1e-06 0.5 9527 TCGA -84 0.09525776716854199 0.0888151966372327 50 1e-05 100 100 1e-06 0.5 9527 TCGA -85 0.09422177492820441 0.0878044101386214 50 1e-05 100 100 1e-06 0.5 9527 TCGA -86 0.0931071193256952 0.08677976885482894 50 1e-05 100 100 1e-06 0.5 9527 TCGA -87 0.09184605036297205 0.08576738115531116 50 1e-05 100 100 1e-06 0.5 9527 TCGA -88 0.09097069739806411 0.08475394239976777 50 1e-05 100 100 1e-06 0.5 9527 TCGA -89 0.09006178644099583 0.08376413063338055 50 1e-05 100 100 1e-06 0.5 9527 TCGA -90 0.08892414463805173 0.0827244959734193 50 1e-05 100 100 1e-06 0.5 9527 TCGA -91 0.08799051387456529 0.08171943354247203 50 1e-05 100 100 1e-06 0.5 9527 TCGA -92 0.08680242134622197 0.0807874850816463 50 1e-05 100 100 1e-06 0.5 9527 TCGA -93 0.0859615780061371 0.07977706744293471 50 1e-05 100 100 1e-06 0.5 9527 TCGA -94 0.08490359497923233 0.07878087835395756 50 1e-05 100 100 1e-06 0.5 9527 TCGA -95 0.08394262859854984 0.07778637332083592 50 1e-05 100 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_100bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_100bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index 7948cd291..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.26150329085695834 0.19303812543351448 50 1e-05 100 100 0.001 0.1 8064 TCGA -1 0.1906154121301685 0.18973909939952832 50 1e-05 100 100 0.001 0.1 8064 TCGA -2 0.18919776870058988 0.1890814230969204 50 1e-05 100 100 0.001 0.1 8064 TCGA -3 0.18881227011186416 0.18882427181131275 50 1e-05 100 100 0.001 0.1 8064 TCGA -4 0.18865474250044112 0.18869569598130845 50 1e-05 100 100 0.001 0.1 8064 TCGA -5 0.1885738418376104 0.18862086122658983 50 1e-05 100 100 0.001 0.1 8064 TCGA -6 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0.186191631321931 50 1e-05 100 100 0.001 0.1 8064 TCGA -56 0.1860906733693735 0.18604605671149402 50 1e-05 100 100 0.001 0.1 8064 TCGA -57 0.18594230286829413 0.18589397328882362 50 1e-05 100 100 0.001 0.1 8064 TCGA -58 0.1857873656388731 0.18573518112376708 50 1e-05 100 100 0.001 0.1 8064 TCGA -59 0.18562567579831404 0.18556950739280662 50 1e-05 100 100 0.001 0.1 8064 TCGA -60 0.18545706094455633 0.18539677627721624 50 1e-05 100 100 0.001 0.1 8064 TCGA -61 0.1852813469158085 0.18521679990255652 50 1e-05 100 100 0.001 0.1 8064 TCGA -62 0.18509834510984133 0.18502940259986186 50 1e-05 100 100 0.001 0.1 8064 TCGA -63 0.18490788261064636 0.18483438309113584 50 1e-05 100 100 0.001 0.1 8064 TCGA -64 0.18470977097566751 0.18463156084019935 50 1e-05 100 100 0.001 0.1 8064 TCGA -65 0.1845038300320857 0.18442075291470666 50 1e-05 100 100 0.001 0.1 8064 TCGA -66 0.18428986500198122 0.1842022745603293 50 1e-05 100 100 0.001 0.1 8064 TCGA -67 0.1840676992752414 0.18397557712979054 50 1e-05 100 100 0.001 0.1 8064 TCGA -68 0.18383713718909134 0.18374038146967864 50 1e-05 100 100 0.001 0.1 8064 TCGA -69 0.18359798865933571 0.1834964746206849 50 1e-05 100 100 0.001 0.1 8064 TCGA -70 0.18335006225121075 0.18324386197418424 50 1e-05 100 100 0.001 0.1 8064 TCGA -71 0.18309316666467684 0.1829823719796224 50 1e-05 100 100 0.001 0.1 8064 TCGA -72 0.18282710345764885 0.18271161061735008 50 1e-05 100 100 0.001 0.1 8064 TCGA -73 0.1825516859705872 0.182431390012928 50 1e-05 100 100 0.001 0.1 8064 TCGA -74 0.1822667117895379 0.1821415416858903 50 1e-05 100 100 0.001 0.1 8064 TCGA -75 0.18197198682517157 0.18184181538658525 50 1e-05 100 100 0.001 0.1 8064 TCGA -76 0.18166731214806736 0.18153205334241665 50 1e-05 100 100 0.001 0.1 8064 TCGA -77 0.18135249306679518 0.18121204521488304 50 1e-05 100 100 0.001 0.1 8064 TCGA -78 0.18102733127732057 0.18088159129847234 50 1e-05 100 100 0.001 0.1 8064 TCGA -79 0.1806916215464611 0.18054049068958916 50 1e-05 100 100 0.001 0.1 8064 TCGA -80 0.18034516531736647 0.1801885375425444 50 1e-05 100 100 0.001 0.1 8064 TCGA -81 0.17998776297867863 0.17982554248529464 50 1e-05 100 100 0.001 0.1 8064 TCGA -82 0.17961920082955 0.17945127046887 50 1e-05 100 100 0.001 0.1 8064 TCGA -83 0.1792392903259655 0.1790655543606485 50 1e-05 100 100 0.001 0.1 8064 TCGA -84 0.1788478150160428 0.1786681854694932 50 1e-05 100 100 0.001 0.1 8064 TCGA -85 0.17844457315279577 0.17825893443733004 50 1e-05 100 100 0.001 0.1 8064 TCGA -86 0.17802935557441796 0.17783760762394374 50 1e-05 100 100 0.001 0.1 8064 TCGA -87 0.17760195250535918 0.1774039723765311 50 1e-05 100 100 0.001 0.1 8064 TCGA -88 0.17716216040231086 0.1769578724201001 50 1e-05 100 100 0.001 0.1 8064 TCGA -89 0.1767097710881173 0.1764990617731708 50 1e-05 100 100 0.001 0.1 8064 TCGA -90 0.17624458197584533 0.17602733039676244 50 1e-05 100 100 0.001 0.1 8064 TCGA -91 0.17576639403627844 0.17554252620917468 50 1e-05 100 100 0.001 0.1 8064 TCGA -92 0.17527500467749363 0.17504439746315156 50 1e-05 100 100 0.001 0.1 8064 TCGA -93 0.17477020619636482 0.174532772683019 50 1e-05 100 100 0.001 0.1 8064 TCGA -94 0.17425180379667643 0.1740074598010461 50 1e-05 100 100 0.001 0.1 8064 TCGA -95 0.17371960669067346 0.17346822623930983 50 1e-05 100 100 0.001 0.1 8064 TCGA -96 0.17317342598006613 0.1729149440275365 50 1e-05 100 100 0.001 0.1 8064 TCGA -97 0.1726130780158185 0.17234739084639142 50 1e-05 100 100 0.001 0.1 8064 TCGA -98 0.1720383817735215 0.1717654089981587 50 1e-05 100 100 0.001 0.1 8064 TCGA -99 0.17144916941843097 0.17116881060839897 50 1e-05 100 100 0.001 0.1 8064 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_100bs_100e_0.001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_100bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index 5d65029da..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_100bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.25499571145133043 0.19216148442958467 50 1e-05 100 100 0.001 0.5 3558 TCGA -1 0.1903657298865682 0.18951678485726592 50 1e-05 100 100 0.001 0.5 3558 TCGA -2 0.1891532086051326 0.188961987144983 50 1e-05 100 100 0.001 0.5 3558 TCGA -3 0.18881031284209593 0.1887494716512498 50 1e-05 100 100 0.001 0.5 3558 TCGA -4 0.1886658574261028 0.18864987588408005 50 1e-05 100 100 0.001 0.5 3558 TCGA -5 0.18858582937520507 0.18858766136456973 50 1e-05 100 100 0.001 0.5 3558 TCGA -6 0.188539531780069 0.18854860444763796 50 1e-05 100 100 0.001 0.5 3558 TCGA -7 0.18850923163348748 0.18852062373604606 50 1e-05 100 100 0.001 0.5 3558 TCGA -8 0.1884883855376902 0.18850118595751086 50 1e-05 100 100 0.001 0.5 3558 TCGA -9 0.1884721098354398 0.18848614050215812 50 1e-05 100 100 0.001 0.5 3558 TCGA -10 0.1884592725640762 0.1884750720843598 50 1e-05 100 100 0.001 0.5 3558 TCGA -11 0.18844837024317268 0.18846544061773388 50 1e-05 100 100 0.001 0.5 3558 TCGA -12 0.1884373232966782 0.18845692980828596 50 1e-05 100 100 0.001 0.5 3558 TCGA -13 0.18842802136614195 0.18844761066700347 50 1e-05 100 100 0.001 0.5 3558 TCGA -14 0.18841796287276513 0.1884385861044553 50 1e-05 100 100 0.001 0.5 3558 TCGA -15 0.1884073756218542 0.1884288841755546 50 1e-05 100 100 0.001 0.5 3558 TCGA -16 0.18839583153975623 0.18841908797247325 50 1e-05 100 100 0.001 0.5 3558 TCGA -17 0.1883838866448639 0.18840789405544797 50 1e-05 100 100 0.001 0.5 3558 TCGA -18 0.18837080031836295 0.18839532234261383 50 1e-05 100 100 0.001 0.5 3558 TCGA -19 0.18835637372064862 0.18838140518222024 50 1e-05 100 100 0.001 0.5 3558 TCGA -20 0.18834046873447285 0.18836625362161416 50 1e-05 100 100 0.001 0.5 3558 TCGA -21 0.18832297089749486 0.18834907220835662 50 1e-05 100 100 0.001 0.5 3558 TCGA -22 0.18830400405950426 0.18833011575979203 50 1e-05 100 100 0.001 0.5 3558 TCGA -23 0.18828321802408543 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_100bs_100e_0s_0.1n_TCGA.tsv deleted file mode 100644 index 4cbc507da..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_100bs_100e_0s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18833958376783227 0.18828310461799105 50 1e-05 100 100 0.0 0.1 3568 TCGA -1 0.18763094283711074 0.18679457483579165 50 1e-05 100 100 0.0 0.1 3568 TCGA -2 0.1849660530149145 0.18285658970550078 50 1e-05 100 100 0.0 0.1 3568 TCGA -3 0.18001648266243075 0.1770936246942635 50 1e-05 100 100 0.0 0.1 3568 TCGA -4 0.17389219214919158 0.1707657781527869 50 1e-05 100 100 0.0 0.1 3568 TCGA -5 0.1676666447045561 0.16476818896717763 50 1e-05 100 100 0.0 0.1 3568 TCGA -6 0.1620359725436005 0.15953292042466263 50 1e-05 100 100 0.0 0.1 3568 TCGA -7 0.15717620982803368 0.15503405880688423 50 1e-05 100 100 0.0 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18836202439765257 0.18820041155994838 50 1e-05 100 100 0.0 0.0 948 TCGA -1 0.18771088169393882 0.18683915034909943 50 1e-05 100 100 0.0 0.0 948 TCGA -2 0.18525872574059848 0.1831788783846189 50 1e-05 100 100 0.0 0.0 948 TCGA -3 0.18047516979547415 0.17747833688354972 50 1e-05 100 100 0.0 0.0 948 TCGA -4 0.1743665505535356 0.1712139844145607 50 1e-05 100 100 0.0 0.0 948 TCGA -5 0.16821478225414688 0.16533955766927058 50 1e-05 100 100 0.0 0.0 948 TCGA -6 0.16265247717295153 0.16018299945634812 50 1e-05 100 100 0.0 0.0 948 TCGA -7 0.1578413714473968 0.1557817390965457 50 1e-05 100 100 0.0 0.0 948 TCGA -8 0.15373793658680357 0.15203554711150163 50 1e-05 100 100 0.0 0.0 948 TCGA -9 0.15023445057668036 0.14883350434914305 50 1e-05 100 100 0.0 0.0 948 TCGA -10 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-23 0.1268978674392613 0.12689786093618402 50 1e-05 100 100 0.0 0.0 948 TCGA -24 0.125852963215925 0.1258670420353137 50 1e-05 100 100 0.0 0.0 948 TCGA -25 0.12481686901016312 0.12485936164256915 50 1e-05 100 100 0.0 0.0 948 TCGA -26 0.12378174099060345 0.12381681504111793 50 1e-05 100 100 0.0 0.0 948 TCGA -27 0.12273548208804971 0.12276944233544508 50 1e-05 100 100 0.0 0.0 948 TCGA -28 0.12167023185431418 0.1216876859491195 50 1e-05 100 100 0.0 0.0 948 TCGA -29 0.12057601289000544 0.12057821737162432 50 1e-05 100 100 0.0 0.0 948 TCGA -30 0.11944306327044824 0.11942165771770717 50 1e-05 100 100 0.0 0.0 948 TCGA -31 0.11825824085257525 0.11820173282269857 50 1e-05 100 100 0.0 0.0 948 TCGA -32 0.11700557937149304 0.11690824171855821 50 1e-05 100 100 0.0 0.0 948 TCGA -33 0.11566922394595171 0.1155137884706708 50 1e-05 100 100 0.0 0.0 948 TCGA -34 0.11422658795916033 0.11399864701170419 50 1e-05 100 100 0.0 0.0 948 TCGA -35 0.11264941273775866 0.11233428090661016 50 1e-05 100 100 0.0 0.0 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_50bs_100e_0.000001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_50bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index 5ebbf7aff..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_50bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.188394772384712 0.18823992067845025 50 1e-05 50 100 1e-06 0.1 3570 TCGA -1 0.18716816377601184 0.18503022755510243 50 1e-05 50 100 1e-06 0.1 3570 TCGA -2 0.1806531212870491 0.17545779303989217 50 1e-05 50 100 1e-06 0.1 3570 TCGA -3 0.17041103748261816 0.16541284397618855 50 1e-05 50 100 1e-06 0.1 3570 TCGA -4 0.16141305177262857 0.157503237002459 50 1e-05 50 100 1e-06 0.1 3570 TCGA -5 0.1545227174747468 0.15150024805536222 50 1e-05 50 100 1e-06 0.1 3570 TCGA -6 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batch_size epochs sparsity noise seed dataset -0 0.1883817686591115 0.18824941039684429 50 1e-05 50 100 1e-06 0.5 2967 TCGA -1 0.18731142594979563 0.18585065269290502 50 1e-05 50 100 1e-06 0.5 2967 TCGA -2 0.1830754688903415 0.17911359113664482 50 1e-05 50 100 1e-06 0.5 2967 TCGA -3 0.17525899223130867 0.17015622840754352 50 1e-05 50 100 1e-06 0.5 2967 TCGA -4 0.1669893602861705 0.1621817818388867 50 1e-05 50 100 1e-06 0.5 2967 TCGA -5 0.16000655830032873 0.15569890743523987 50 1e-05 50 100 1e-06 0.5 2967 TCGA -6 0.15435165841972764 0.15051798672232797 50 1e-05 50 100 1e-06 0.5 2967 TCGA -7 0.1497936298876738 0.14630536982162515 50 1e-05 50 100 1e-06 0.5 2967 TCGA -8 0.146036638420785 0.14276997527884477 50 1e-05 50 100 1e-06 0.5 2967 TCGA -9 0.14285583225447812 0.13973344690236614 50 1e-05 50 100 1e-06 0.5 2967 TCGA -10 0.1399594952031855 0.1370761390756722 50 1e-05 50 100 1e-06 0.5 2967 TCGA -11 0.13751412423470813 0.1347045440170633 50 1e-05 50 100 1e-06 0.5 2967 TCGA -12 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1e-05 50 100 1e-06 0.5 2967 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_50bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_50bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index e5104e1bf..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18838904341132875 0.18824224653256 50 1e-05 50 100 1e-06 0.0 9577 TCGA -1 0.1870374240464352 0.18493429043484694 50 1e-05 50 100 1e-06 0.0 9577 TCGA -2 0.18118748748251898 0.1767753975924535 50 1e-05 50 100 1e-06 0.0 9577 TCGA -3 0.17207585643585643 0.16732176861271786 50 1e-05 50 100 1e-06 0.0 9577 TCGA -4 0.16328622780483287 0.15936541385087535 50 1e-05 50 100 1e-06 0.0 9577 TCGA -5 0.1562684051894572 0.15318601365065454 50 1e-05 50 100 1e-06 0.0 9577 TCGA -6 0.15078708401900182 0.14831154445307937 50 1e-05 50 100 1e-06 0.0 9577 TCGA -7 0.14640618709697428 0.14435652287761172 50 1e-05 50 100 1e-06 0.0 9577 TCGA -8 0.14279307404730332 0.14104657571519438 50 1e-05 50 100 1e-06 0.0 9577 TCGA -9 0.13972750295318254 0.13820134253058602 50 1e-05 50 100 1e-06 0.0 9577 TCGA -10 0.13705796416495872 0.13569562496551915 50 1e-05 50 100 1e-06 0.0 9577 TCGA -11 0.13468134434165427 0.1334438670669968 50 1e-05 50 100 1e-06 0.0 9577 TCGA -12 0.13252337371076187 0.13137949681162236 50 1e-05 50 100 1e-06 0.0 9577 TCGA -13 0.1305303239608825 0.12946108417894372 50 1e-05 50 100 1e-06 0.0 9577 TCGA -14 0.1286599864676563 0.12764693706778427 50 1e-05 50 100 1e-06 0.0 9577 TCGA -15 0.1268814887927571 0.12591272472736226 50 1e-05 50 100 1e-06 0.0 9577 TCGA -16 0.12517000891901126 0.12423546522406477 50 1e-05 50 100 1e-06 0.0 9577 TCGA -17 0.12350529356951 0.12259875099413359 50 1e-05 50 100 1e-06 0.0 9577 TCGA -18 0.12186805144715807 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0.042190179696783944 50 1e-05 50 100 0.001 0.1 4314 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_50bs_100e_0.001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_50bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index 5956d4179..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_50bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.20890955049812773 0.18927173054398005 50 1e-05 50 100 0.001 0.5 4986 TCGA -1 0.18871171720253596 0.18875678452714603 50 1e-05 50 100 0.001 0.5 4986 TCGA -2 0.1885133034726687 0.18863567402913942 50 1e-05 50 100 0.001 0.5 4986 TCGA -3 0.18845720215758677 0.18858346537729004 50 1e-05 50 100 0.001 0.5 4986 TCGA -4 0.18842868994410408 0.18855337940867822 50 1e-05 50 100 0.001 0.5 4986 TCGA -5 0.18841116391816753 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0.001 0.0 2296 TCGA -99 0.05050395965660998 0.04956847393707414 50 1e-05 50 100 0.001 0.0 2296 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_50bs_100e_0s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_50bs_100e_0s_0.1n_TCGA.tsv deleted file mode 100644 index ced05f070..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_50bs_100e_0s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18791890956352486 0.1864921160079726 50 1e-05 50 100 0.0 0.1 4808 TCGA -1 0.18226306139424864 0.17682787296760022 50 1e-05 50 100 0.0 0.1 4808 TCGA -2 0.17078892688544178 0.1648080830448237 50 1e-05 50 100 0.0 0.1 4808 TCGA -3 0.15987008332520913 0.15514956991277148 50 1e-05 50 100 0.0 0.1 4808 TCGA -4 0.1515655560091093 0.14805837986457288 50 1e-05 50 100 0.0 0.1 4808 TCGA -5 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00001lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1879418871823612 0.18644921399241116 50 1e-05 50 100 0.0 0.0 8820 TCGA -1 0.18165376592140164 0.17568413741025493 50 1e-05 50 100 0.0 0.0 8820 TCGA -2 0.16936999120800367 0.16343961551261307 50 1e-05 50 100 0.0 0.0 8820 TCGA -3 0.1584686606886238 0.15413359893326783 50 1e-05 50 100 0.0 0.0 8820 TCGA -4 0.15048189825651861 0.14741708375700754 50 1e-05 50 100 0.0 0.0 8820 TCGA -5 0.14465118241584224 0.14242027991980163 50 1e-05 50 100 0.0 0.0 8820 TCGA -6 0.1402139160975453 0.13853105258702034 50 1e-05 50 100 0.0 0.0 8820 TCGA -7 0.13668435616230562 0.1353629713681475 50 1e-05 50 100 0.0 0.0 8820 TCGA -8 0.13375703849248527 0.13268395045294834 50 1e-05 50 100 0.0 0.0 8820 TCGA -9 0.13123015034663144 0.1303258026814341 50 1e-05 50 100 0.0 0.0 8820 TCGA -10 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TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0.000001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index 0378e622b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18841792826029002 0.1884257765720837 50 5e-05 100 100 1e-06 0.1 4228 TCGA -1 0.18808640000915697 0.1873950904338204 50 5e-05 100 100 1e-06 0.1 4228 TCGA -2 0.18569807166871727 0.1836178253343956 50 5e-05 100 100 1e-06 0.1 4228 TCGA -3 0.18105262057039273 0.17799217055490868 50 5e-05 100 100 1e-06 0.1 4228 TCGA -4 0.17493950089002935 0.17118987852904066 50 5e-05 100 100 1e-06 0.1 4228 TCGA -5 0.16791889804463953 0.16369914731488155 50 5e-05 100 100 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index ebc6f6288..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18842666739796884 0.18833695891214974 50 5e-05 100 100 1e-06 0.5 1844 TCGA -1 0.1880651816770639 0.18690718658006372 50 5e-05 100 100 1e-06 0.5 1844 TCGA -2 0.18447972229680973 0.18067212268036215 50 5e-05 100 100 1e-06 0.5 1844 TCGA -3 0.17791974557165935 0.17264052356906873 50 5e-05 100 100 1e-06 0.5 1844 TCGA -4 0.17060498374489644 0.16432524790715933 50 5e-05 100 100 1e-06 0.5 1844 TCGA -5 0.16332463092311097 0.1561987456963889 50 5e-05 100 100 1e-06 0.5 1844 TCGA -6 0.15643506563924656 0.14837314517953287 50 5e-05 100 100 1e-06 0.5 1844 TCGA -7 0.14966008903585332 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-44 0.008699526957409106 0.0076074800898681336 50 5e-05 100 100 1e-06 0.5 1844 TCGA -45 0.008281587615055304 0.007270011245904855 50 5e-05 100 100 1e-06 0.5 1844 TCGA -46 0.007910287972745076 0.006985307151648267 50 5e-05 100 100 1e-06 0.5 1844 TCGA -47 0.00754171800607873 0.0067124265859174964 50 5e-05 100 100 1e-06 0.5 1844 TCGA -48 0.007294118320081852 0.006473342593216417 50 5e-05 100 100 1e-06 0.5 1844 TCGA -49 0.007030642408042238 0.006289379507415558 50 5e-05 100 100 1e-06 0.5 1844 TCGA -50 0.0067845994398394545 0.0061064460853011765 50 5e-05 100 100 1e-06 0.5 1844 TCGA -51 0.006575031472549453 0.0059417376912493805 50 5e-05 100 100 1e-06 0.5 1844 TCGA -52 0.006384988049073688 0.005795207555550876 50 5e-05 100 100 1e-06 0.5 1844 TCGA -53 0.00622371232828585 0.005663554874440683 50 5e-05 100 100 1e-06 0.5 1844 TCGA -54 0.006048545656651541 0.005567557159717658 50 5e-05 100 100 1e-06 0.5 1844 TCGA -55 0.005937714641347223 0.005464366120028885 50 5e-05 100 100 1e-06 0.5 1844 TCGA -56 0.005798361506069834 0.0053748706046810105 50 5e-05 100 100 1e-06 0.5 1844 TCGA -57 0.005682241402583897 0.005282236672657069 50 5e-05 100 100 1e-06 0.5 1844 TCGA -58 0.005578182759161576 0.005213431515567117 50 5e-05 100 100 1e-06 0.5 1844 TCGA -59 0.005473282864344949 0.0051435784918803665 50 5e-05 100 100 1e-06 0.5 1844 TCGA -60 0.005388456190981903 0.0050756138042738685 50 5e-05 100 100 1e-06 0.5 1844 TCGA -61 0.005304546180673011 0.005029580668176538 50 5e-05 100 100 1e-06 0.5 1844 TCGA -62 0.0052322889558633285 0.004971720556723862 50 5e-05 100 100 1e-06 0.5 1844 TCGA -63 0.005158871338989755 0.004923734561207906 50 5e-05 100 100 1e-06 0.5 1844 TCGA -64 0.005085153122863835 0.004881519520065593 50 5e-05 100 100 1e-06 0.5 1844 TCGA -65 0.005026051713028352 0.004834282553600307 50 5e-05 100 100 1e-06 0.5 1844 TCGA -66 0.004968597027975768 0.004795701001962675 50 5e-05 100 100 1e-06 0.5 1844 TCGA -67 0.004915087177107454 0.004751990015744863 50 5e-05 100 100 1e-06 0.5 1844 TCGA -68 0.004856094879367789 0.0047176417042899075 50 5e-05 100 100 1e-06 0.5 1844 TCGA -69 0.004802425791050909 0.004688921003092324 50 5e-05 100 100 1e-06 0.5 1844 TCGA -70 0.0047506259034731544 0.004647366524716119 50 5e-05 100 100 1e-06 0.5 1844 TCGA -71 0.004706398941601846 0.004618751554370825 50 5e-05 100 100 1e-06 0.5 1844 TCGA -72 0.004665105954271659 0.004588016533484711 50 5e-05 100 100 1e-06 0.5 1844 TCGA -73 0.0046108028614850515 0.004551346130650397 50 5e-05 100 100 1e-06 0.5 1844 TCGA -74 0.0045732908181239885 0.00452280857707912 50 5e-05 100 100 1e-06 0.5 1844 TCGA -75 0.004528654490655032 0.004488798920720367 50 5e-05 100 100 1e-06 0.5 1844 TCGA -76 0.004489401212657139 0.004461590638243823 50 5e-05 100 100 1e-06 0.5 1844 TCGA -77 0.004448564304875711 0.00443275472916775 50 5e-05 100 100 1e-06 0.5 1844 TCGA -78 0.004406445797643819 0.004403078278068022 50 5e-05 100 100 1e-06 0.5 1844 TCGA -79 0.004373534202292097 0.0043720898064012505 50 5e-05 100 100 1e-06 0.5 1844 TCGA -80 0.0043371537259427155 0.004341941815917965 50 5e-05 100 100 1e-06 0.5 1844 TCGA -81 0.004299288569896655 0.0043150570954959 50 5e-05 100 100 1e-06 0.5 1844 TCGA -82 0.004263682266014726 0.004287250765866071 50 5e-05 100 100 1e-06 0.5 1844 TCGA -83 0.0042301754330801855 0.004256723617114613 50 5e-05 100 100 1e-06 0.5 1844 TCGA -84 0.0041960489842406586 0.004227997335001602 50 5e-05 100 100 1e-06 0.5 1844 TCGA -85 0.004164484418818016 0.004200708497802366 50 5e-05 100 100 1e-06 0.5 1844 TCGA -86 0.004134794917079867 0.0041739339074447525 50 5e-05 100 100 1e-06 0.5 1844 TCGA -87 0.004105762851737728 0.004147705944938276 50 5e-05 100 100 1e-06 0.5 1844 TCGA -88 0.004078828137308086 0.004123725752865699 50 5e-05 100 100 1e-06 0.5 1844 TCGA -89 0.004055145986146168 0.004101863180067221 50 5e-05 100 100 1e-06 0.5 1844 TCGA -90 0.004033986913519092 0.004082105744948339 50 5e-05 100 100 1e-06 0.5 1844 TCGA -91 0.004013755798506378 0.004063852159446807 50 5e-05 100 100 1e-06 0.5 1844 TCGA -92 0.00399654718466874 0.004047558921384602 50 5e-05 100 100 1e-06 0.5 1844 TCGA -93 0.0039806846492185825 0.004032769413599417 50 5e-05 100 100 1e-06 0.5 1844 TCGA -94 0.0039666784901884215 0.004019509886283821 50 5e-05 100 100 1e-06 0.5 1844 TCGA -95 0.003954054192229373 0.004007540498134779 50 5e-05 100 100 1e-06 0.5 1844 TCGA -96 0.0039427099025511276 0.003996778974524844 50 5e-05 100 100 1e-06 0.5 1844 TCGA -97 0.003932540086993578 0.003987001903336402 50 5e-05 100 100 1e-06 0.5 1844 TCGA -98 0.003923380363224034 0.003978161997718727 50 5e-05 100 100 1e-06 0.5 1844 TCGA -99 0.003914907959724688 0.003970167552818305 50 5e-05 100 100 1e-06 0.5 1844 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index f2ba28acd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1884196902764457 0.18840251189080914 50 5e-05 100 100 1e-06 0.0 270 TCGA -1 0.1883094067408685 0.18820118949041895 50 5e-05 100 100 1e-06 0.0 270 TCGA -2 0.18788033165973217 0.187467397756912 50 5e-05 100 100 1e-06 0.0 270 TCGA -3 0.1867353386885088 0.18585268291995752 50 5e-05 100 100 1e-06 0.0 270 TCGA -4 0.18460626560890697 0.18317588250241687 50 5e-05 100 100 1e-06 0.0 270 TCGA -5 0.1813862321216196 0.17939793037709278 50 5e-05 100 100 1e-06 0.0 270 TCGA -6 0.1770845552329866 0.17456991221737023 50 5e-05 100 100 1e-06 0.0 270 TCGA -7 0.17178033203142723 0.16879462484438815 50 5e-05 100 100 1e-06 0.0 270 TCGA -8 0.16559083905153768 0.16220148327063078 50 5e-05 100 100 1e-06 0.0 270 TCGA -9 0.15865346358408952 0.1549337253947953 50 5e-05 100 100 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0.003925135527209457 0.003944162258307389 50 5e-05 100 100 1e-06 0.0 270 TCGA -96 0.003918554643315621 0.003937880368201277 50 5e-05 100 100 1e-06 0.0 270 TCGA -97 0.003912386818603804 0.003931924742857116 50 5e-05 100 100 1e-06 0.0 270 TCGA -98 0.003906605688011778 0.003926430759839152 50 5e-05 100 100 1e-06 0.0 270 TCGA -99 0.0039012084946313686 0.003921232983030042 50 5e-05 100 100 1e-06 0.0 270 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index c11722bcf..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1996539616783704 0.18845241408252236 50 5e-05 100 100 0.001 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2851 TCGA -87 0.009094520775015592 0.00885361525693431 50 5e-05 100 100 0.001 0.1 2851 TCGA -88 0.00860179139003665 0.008381961592140809 50 5e-05 100 100 0.001 0.1 2851 TCGA -89 0.008150815465598251 0.00795043866856763 50 5e-05 100 100 0.001 0.1 2851 TCGA -90 0.007738569990059922 0.007556257233603965 50 5e-05 100 100 0.001 0.1 2851 TCGA -91 0.007362218869802013 0.007196557675324493 50 5e-05 100 100 0.001 0.1 2851 TCGA -92 0.007019053479628094 0.006868684149567207 50 5e-05 100 100 0.001 0.1 2851 TCGA -93 0.0067065074773325906 0.00657033059399706 50 5e-05 100 100 0.001 0.1 2851 TCGA -94 0.006422244208256842 0.006299017395019231 50 5e-05 100 100 0.001 0.1 2851 TCGA -95 0.006163972387725899 0.006052650118143714 50 5e-05 100 100 0.001 0.1 2851 TCGA -96 0.005929623956580302 0.005829397312847514 50 5e-05 100 100 0.001 0.1 2851 TCGA -97 0.005717251567291234 0.005626889572820472 50 5e-05 100 100 0.001 0.1 2851 TCGA -98 0.005524963362585079 0.005443880449156815 50 5e-05 100 100 0.001 0.1 2851 TCGA -99 0.005351158867008299 0.005278370602889426 50 5e-05 100 100 0.001 0.1 2851 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0.001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index bac03e76c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.20078059392743697 0.1884025819786829 50 5e-05 100 100 0.001 0.5 5889 TCGA -1 0.18842297339528544 0.18839325714650465 50 5e-05 100 100 0.001 0.5 5889 TCGA -2 0.18841294117645302 0.18837969379508915 50 5e-05 100 100 0.001 0.5 5889 TCGA -3 0.18839344822052453 0.1883500351678187 50 5e-05 100 100 0.001 0.5 5889 TCGA -4 0.18835218697669903 0.18829032494195141 50 5e-05 100 100 0.001 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0.001s_0n_TCGA.tsv deleted file mode 100644 index 619679e6e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.20235741943975874 0.18837180082222924 50 5e-05 100 100 0.001 0.0 9294 TCGA -1 0.18841511480995077 0.18835647374241796 50 5e-05 100 100 0.001 0.0 9294 TCGA -2 0.18838622023257204 0.18831114029165488 50 5e-05 100 100 0.001 0.0 9294 TCGA -3 0.18831727350945052 0.18821452063831254 50 5e-05 100 100 0.001 0.0 9294 TCGA -4 0.18818792453274183 0.18804938619460293 50 5e-05 100 100 0.001 0.0 9294 TCGA -5 0.18798222940759024 0.1878009103051382 50 5e-05 100 100 0.001 0.0 9294 TCGA -6 0.1876875306096563 0.18745715863740625 50 5e-05 100 100 0.001 0.0 9294 TCGA -7 0.18729192790428648 0.1870064280140939 50 5e-05 100 100 0.001 0.0 9294 TCGA -8 0.18678356292611295 0.18643682079399052 50 5e-05 100 100 0.001 0.0 9294 TCGA -9 0.18615042701079146 0.18573644764758834 50 5e-05 100 100 0.001 0.0 9294 TCGA -10 0.1853807440745084 0.18489380697509153 50 5e-05 100 100 0.001 0.0 9294 TCGA -11 0.18446345022379626 0.18389833872042707 50 5e-05 100 100 0.001 0.0 9294 TCGA -12 0.18338897702037682 0.18274094022099097 50 5e-05 100 100 0.001 0.0 9294 TCGA -13 0.18214878227837397 0.18141402820845945 50 5e-05 100 100 0.001 0.0 9294 TCGA -14 0.18073604041270772 0.1799117058665309 50 5e-05 100 100 0.001 0.0 9294 TCGA -15 0.1791456607333091 0.17822965215798 50 5e-05 100 100 0.001 0.0 9294 TCGA -16 0.1773741217310347 0.17636518464915119 50 5e-05 100 100 0.001 0.0 9294 TCGA -17 0.17541942863954552 0.1743170339707753 50 5e-05 100 100 0.001 0.0 9294 TCGA -18 0.17328111921514114 0.17208548459275883 50 5e-05 100 100 0.001 0.0 9294 TCGA -19 0.17096017426159887 0.16967230675807551 50 5e-05 100 100 0.001 0.0 9294 TCGA -20 0.1684590525736379 0.16708047014085492 50 5e-05 100 100 0.001 0.0 9294 TCGA -21 0.16578146116397438 0.1643146821601906 50 5e-05 100 100 0.001 0.0 9294 TCGA -22 0.162932429735862 0.16138033860891907 50 5e-05 100 100 0.001 0.0 9294 TCGA -23 0.15991823536561448 0.15828422827636776 50 5e-05 100 100 0.001 0.0 9294 TCGA -24 0.15674620769973685 0.15503440685008638 50 5e-05 100 100 0.001 0.0 9294 TCGA -25 0.15342483586106853 0.1516400101646107 50 5e-05 100 100 0.001 0.0 9294 TCGA -26 0.14996344040202328 0.14811027559203718 50 5e-05 100 100 0.001 0.0 9294 TCGA -27 0.1463722638775028 0.14445637600805292 50 5e-05 100 100 0.001 0.0 9294 TCGA -28 0.142662306789083 0.1406893844730291 50 5e-05 100 100 0.001 0.0 9294 TCGA -29 0.1388452601713559 0.13682154217856612 50 5e-05 100 100 0.001 0.0 9294 TCGA -30 0.13493345577890606 0.1328650862727333 50 5e-05 100 100 0.001 0.0 9294 TCGA -31 0.13093973917445642 0.1288333813748767 50 5e-05 100 100 0.001 0.0 9294 TCGA -32 0.12687733467701146 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index 9572f8e9c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18614276453232256 0.17814847767053538 50 5e-05 100 100 0.0 0.5 7720 TCGA -1 0.164521410432574 0.1502699443892618 50 5e-05 100 100 0.0 0.5 7720 TCGA -2 0.14470637236166803 0.13693655360883206 50 5e-05 100 100 0.0 0.5 7720 TCGA -3 0.1350204364647888 0.1296947028618961 50 5e-05 100 100 0.0 0.5 7720 TCGA -4 0.1288600584028661 0.12432651169336022 50 5e-05 100 100 0.0 0.5 7720 TCGA -5 0.12362729571323094 0.11909592746939492 50 5e-05 100 100 0.0 0.5 7720 TCGA -6 0.11795089874120945 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TCGA -95 0.07156877761234967 0.0708705549264074 50 5e-05 100 100 0.0 0.5 7720 TCGA -96 0.07154711410328404 0.0708711161535589 50 5e-05 100 100 0.0 0.5 7720 TCGA -97 0.07154505809066099 0.07085643918370482 50 5e-05 100 100 0.0 0.5 7720 TCGA -98 0.07154659757238638 0.07085756871418737 50 5e-05 100 100 0.0 0.5 7720 TCGA -99 0.07147714019550225 0.07076087534128123 50 5e-05 100 100 0.0 0.5 7720 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index cbe3385b8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18571768542401346 0.1774948430271005 50 5e-05 100 100 0.0 0.0 2371 TCGA -1 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-77 0.07296275434459822 0.0730505188056572 50 5e-05 100 100 0.0 0.0 2371 TCGA -78 0.07295195191918985 0.07304070081243563 50 5e-05 100 100 0.0 0.0 2371 TCGA -79 0.07294159874491346 0.07303029643231301 50 5e-05 100 100 0.0 0.0 2371 TCGA -80 0.07293150351174989 0.07301948949619753 50 5e-05 100 100 0.0 0.0 2371 TCGA -81 0.07292148323347292 0.07301010644465834 50 5e-05 100 100 0.0 0.0 2371 TCGA -82 0.07291191535737715 0.07300012427658292 50 5e-05 100 100 0.0 0.0 2371 TCGA -83 0.07290254134856533 0.0729913160429528 50 5e-05 100 100 0.0 0.0 2371 TCGA -84 0.0728931929498249 0.07298182782216288 50 5e-05 100 100 0.0 0.0 2371 TCGA -85 0.07288435456864947 0.07297296792118993 50 5e-05 100 100 0.0 0.0 2371 TCGA -86 0.072875536633118 0.0729650489648982 50 5e-05 100 100 0.0 0.0 2371 TCGA -87 0.07286715875004987 0.0729569197449852 50 5e-05 100 100 0.0 0.0 2371 TCGA -88 0.0728590591996825 0.07294812072162053 50 5e-05 100 100 0.0 0.0 2371 TCGA -89 0.0728508469417154 0.07293944360323287 50 5e-05 100 100 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_50bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index 15eade16d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_50bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18506351597827517 0.1737371432272034 50 5e-05 50 100 1e-06 0.1 9752 TCGA -1 0.15777356403356205 0.14520795882946283 50 5e-05 50 100 1e-06 0.1 9752 TCGA -2 0.13835576326669574 0.13188061986736316 50 5e-05 50 100 1e-06 0.1 9752 TCGA -3 0.12723115390516548 0.1220546228876665 50 5e-05 50 100 1e-06 0.1 9752 TCGA -4 0.11783591229254439 0.11291147704849291 50 5e-05 50 100 1e-06 0.1 9752 TCGA -5 0.10867483534757973 0.10386882999434544 50 5e-05 50 100 1e-06 0.1 9752 TCGA -6 0.09962995853580685 0.09495937910361506 50 5e-05 50 100 1e-06 0.1 9752 TCGA -7 0.09078932670706523 0.08625427798260396 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_50bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18464246634919937 0.1723141372952629 50 5e-05 50 100 1e-06 0.5 1708 TCGA -1 0.15868148783652003 0.144760023858679 50 5e-05 50 100 1e-06 0.5 1708 TCGA -2 0.14028106008121272 0.13167859831048018 50 5e-05 50 100 1e-06 0.5 1708 TCGA -3 0.12940232734659418 0.12202772494386788 50 5e-05 50 100 1e-06 0.5 1708 TCGA -4 0.11978054864123965 0.11287508070019621 50 5e-05 50 100 1e-06 0.5 1708 TCGA -5 0.11085748275547957 0.10414495390264233 50 5e-05 50 100 1e-06 0.5 1708 TCGA -6 0.10212611323878466 0.0956613448022598 50 5e-05 50 100 1e-06 0.5 1708 TCGA -7 0.09356428229482143 0.08744293095628221 50 5e-05 50 100 1e-06 0.5 1708 TCGA -8 0.08537096999987306 0.07954569321930707 50 5e-05 50 100 1e-06 0.5 1708 TCGA -9 0.07740455389252357 0.07198748003747595 50 5e-05 50 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0.0036279600346123086 0.003517210595871336 50 5e-05 50 100 1e-06 0.5 1708 TCGA -71 0.003607075036216358 0.0035014399549638357 50 5e-05 50 100 1e-06 0.5 1708 TCGA -72 0.0036086033281670284 0.00349190005630105 50 5e-05 50 100 1e-06 0.5 1708 TCGA -73 0.003599445296220464 0.0034909135025537495 50 5e-05 50 100 1e-06 0.5 1708 TCGA -74 0.0036049951846356958 0.0034793341408329245 50 5e-05 50 100 1e-06 0.5 1708 TCGA -75 0.0035973990229299915 0.003468922754730936 50 5e-05 50 100 1e-06 0.5 1708 TCGA -76 0.003589544273076702 0.0034612794898113415 50 5e-05 50 100 1e-06 0.5 1708 TCGA -77 0.0035944766325905018 0.0034553972927001703 50 5e-05 50 100 1e-06 0.5 1708 TCGA -78 0.0035691477451068056 0.0034480072352005607 50 5e-05 50 100 1e-06 0.5 1708 TCGA -79 0.0035726356683973607 0.003437729086726904 50 5e-05 50 100 1e-06 0.5 1708 TCGA -80 0.0035577140002268086 0.003433609215177633 50 5e-05 50 100 1e-06 0.5 1708 TCGA -81 0.0035543600190077436 0.0034278582350992077 50 5e-05 50 100 1e-06 0.5 1708 TCGA -82 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sparsity noise seed dataset -0 0.18310221493117762 0.1685315687302968 50 5e-05 50 100 1e-06 0.0 1601 TCGA -1 0.15411440565565065 0.14309535681003302 50 5e-05 50 100 1e-06 0.0 1601 TCGA -2 0.13645780818186137 0.13068965459289264 50 5e-05 50 100 1e-06 0.0 1601 TCGA -3 0.125835563245263 0.12125695343293137 50 5e-05 50 100 1e-06 0.0 1601 TCGA -4 0.11676751693995727 0.11237642112838563 50 5e-05 50 100 1e-06 0.0 1601 TCGA -5 0.10792998423090283 0.10349824698875897 50 5e-05 50 100 1e-06 0.0 1601 TCGA -6 0.09913280606519326 0.09473351198225165 50 5e-05 50 100 1e-06 0.0 1601 TCGA -7 0.09058423148130702 0.08635031615369883 50 5e-05 50 100 1e-06 0.0 1601 TCGA -8 0.08250256085242128 0.078552005541085 50 5e-05 50 100 1e-06 0.0 1601 TCGA -9 0.0750399093103204 0.07141942193909506 50 5e-05 50 100 1e-06 0.0 1601 TCGA -10 0.06820260680141639 0.06488180460043289 50 5e-05 50 100 1e-06 0.0 1601 TCGA -11 0.06197194131146332 0.059123142411810665 50 5e-05 50 100 1e-06 0.0 1601 TCGA -12 0.057030320901871524 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0.0033359790693794724 0.003326984629006916 50 5e-05 50 100 1e-06 0.0 1601 TCGA -98 0.0033324970353346096 0.0033235035909236826 50 5e-05 50 100 1e-06 0.0 1601 TCGA -99 0.00332918493982597 0.003320067333544244 50 5e-05 50 100 1e-06 0.0 1601 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_50bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_50bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index 85e3748b1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_50bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1924142349540076 0.18841784039334436 50 5e-05 50 100 0.001 0.1 1816 TCGA -1 0.18840382802777822 0.18838782630973125 50 5e-05 50 100 0.001 0.1 1816 TCGA -2 0.18834772219028786 0.18828526491196312 50 5e-05 50 100 0.001 0.1 1816 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_50bs_100e_0.001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_50bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index 46446da72..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_50bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.19073786737464052 0.18843380492835787 50 5e-05 50 100 0.001 0.5 8239 TCGA -1 0.18838837320836 0.18838786112902753 50 5e-05 50 100 0.001 0.5 8239 TCGA -2 0.18828547797587344 0.18820944817820986 50 5e-05 50 100 0.001 0.5 8239 TCGA -3 0.18798835882785025 0.1877707806064855 50 5e-05 50 100 0.001 0.5 8239 TCGA -4 0.1873677749561404 0.18694397223055662 50 5e-05 50 100 0.001 0.5 8239 TCGA -5 0.186297869280468 0.18560604009796028 50 5e-05 50 100 0.001 0.5 8239 TCGA -6 0.1846623488692836 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2126ece39..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_50bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1915079983121144 0.1883646365086637 50 5e-05 50 100 0.001 0.0 4984 TCGA -1 0.1883819722257058 0.18828446706335747 50 5e-05 50 100 0.001 0.0 4984 TCGA -2 0.18819215057124808 0.1879496634306021 50 5e-05 50 100 0.001 0.0 4984 TCGA -3 0.18764846310982522 0.18716478849475707 50 5e-05 50 100 0.001 0.0 4984 TCGA -4 0.1865778146680677 0.18578232884706564 50 5e-05 50 100 0.001 0.0 4984 TCGA -5 0.1848563271410325 0.18370046829757977 50 5e-05 50 100 0.001 0.0 4984 TCGA -6 0.1824002085848836 0.18085246694147886 50 5e-05 50 100 0.001 0.0 4984 TCGA -7 0.17915569745126428 0.17719700939990768 50 5e-05 50 100 0.001 0.0 4984 TCGA -8 0.17509232386273058 0.17271484853933805 50 5e-05 50 100 0.001 0.0 4984 TCGA -9 0.17020253070511313 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_50bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index 24289cf56..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.00005lr_50bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1770720214553145 0.15344391321417075 50 5e-05 50 100 0.0 0.5 6160 TCGA -1 0.14229717766690406 0.13171508009709307 50 5e-05 50 100 0.0 0.5 6160 TCGA -2 0.12856736824952647 0.12185245029740598 50 5e-05 50 100 0.0 0.5 6160 TCGA -3 0.11884356742176523 0.11143480387315079 50 5e-05 50 100 0.0 0.5 6160 TCGA -4 0.10526515327319994 0.09261826152478031 50 5e-05 50 100 0.0 0.5 6160 TCGA -5 0.08589915536532831 0.07551783738873112 50 5e-05 50 100 0.0 0.5 6160 TCGA -6 0.07528926814766065 0.07080172665005353 50 5e-05 50 100 0.0 0.5 6160 TCGA -7 0.07208967619937423 0.06953196497119252 50 5e-05 50 100 0.0 0.5 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50 100 0.0 0.0 2204 TCGA -81 0.06949435932746169 0.06929618468386443 50 5e-05 50 100 0.0 0.0 2204 TCGA -82 0.0694267796158112 0.06929029528070335 50 5e-05 50 100 0.0 0.0 2204 TCGA -83 0.06942199676719969 0.06928613489896208 50 5e-05 50 100 0.0 0.0 2204 TCGA -84 0.06939895843764955 0.06919652249795108 50 5e-05 50 100 0.0 0.0 2204 TCGA -85 0.06928906945518144 0.06911203740679439 50 5e-05 50 100 0.0 0.0 2204 TCGA -86 0.06917407127137375 0.06890141683157965 50 5e-05 50 100 0.0 0.0 2204 TCGA -87 0.0689971422125205 0.06881797747995386 50 5e-05 50 100 0.0 0.0 2204 TCGA -88 0.06891551656387176 0.06878212895525161 50 5e-05 50 100 0.0 0.0 2204 TCGA -89 0.06891022368189426 0.06877703680165449 50 5e-05 50 100 0.0 0.0 2204 TCGA -90 0.06883260008778898 0.06868522632960698 50 5e-05 50 100 0.0 0.0 2204 TCGA -91 0.06881211478671055 0.06868108253383157 50 5e-05 50 100 0.0 0.0 2204 TCGA -92 0.0687801467180119 0.06861853000506683 50 5e-05 50 100 0.0 0.0 2204 TCGA -93 0.06874276096117073 0.06857977354496568 50 5e-05 50 100 0.0 0.0 2204 TCGA -94 0.06859407296672651 0.06837105002235527 50 5e-05 50 100 0.0 0.0 2204 TCGA -95 0.06843941010146391 0.06827339705959637 50 5e-05 50 100 0.0 0.0 2204 TCGA -96 0.06830622419716591 0.0680646193985963 50 5e-05 50 100 0.0 0.0 2204 TCGA -97 0.06814571251136968 0.06795690586818523 50 5e-05 50 100 0.0 0.0 2204 TCGA -98 0.06803971236938211 0.06780707720086802 50 5e-05 50 100 0.0 0.0 2204 TCGA -99 0.06787098922897415 0.06771378275287811 50 5e-05 50 100 0.0 0.0 2204 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0005lr_100bs_100e_0.000001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0005lr_100bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index dc70c036a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0005lr_100bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18499464370773525 0.1731653271907538 50 0.0005 100 100 1e-06 0.1 4483 TCGA -1 0.13685554704079073 0.09174512030940558 50 0.0005 100 100 1e-06 0.1 4483 TCGA -2 0.05613817660280843 0.02977026213690564 50 0.0005 100 100 1e-06 0.1 4483 TCGA -3 0.01910624038120365 0.012126165053727638 50 0.0005 100 100 1e-06 0.1 4483 TCGA -4 0.00932597214339848 0.007334137733220754 50 0.0005 100 100 1e-06 0.1 4483 TCGA -5 0.00639024297017049 0.005649737775063695 50 0.0005 100 100 1e-06 0.1 4483 TCGA -6 0.005252868021134703 0.004910955647820953 50 0.0005 100 100 1e-06 0.1 4483 TCGA -7 0.004716676706505372 0.004532024886777353 50 0.0005 100 100 1e-06 0.1 4483 TCGA -8 0.00442618109417437 0.00431394378359818 50 0.0005 100 100 1e-06 0.1 4483 TCGA -9 0.004252261215693461 0.004178095227528607 50 0.0005 100 100 1e-06 0.1 4483 TCGA -10 0.0041405305501368 0.004087891621543235 50 0.0005 100 100 1e-06 0.1 4483 TCGA -11 0.004064635982821563 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0005lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1850466778058401 0.1735869330077914 50 0.0005 100 100 1e-06 0.0 412 TCGA -1 0.13806863915113243 0.09369207619123124 50 0.0005 100 100 1e-06 0.0 412 TCGA -2 0.05771960301788567 0.030854887689402952 50 0.0005 100 100 1e-06 0.0 412 TCGA -3 0.019707696970881948 0.012480656986110774 50 0.0005 100 100 1e-06 0.0 412 TCGA -4 0.009499400159698976 0.007476528011374737 50 0.0005 100 100 1e-06 0.0 412 TCGA -5 0.006441457227060809 0.005729220484631445 50 0.0005 100 100 1e-06 0.0 412 TCGA -6 0.005265548297802123 0.004970909662582167 50 0.0005 100 100 1e-06 0.0 412 TCGA -7 0.004715793443460548 0.004584746376784453 50 0.0005 100 100 1e-06 0.0 412 TCGA -8 0.004420239985904376 0.004364457330081481 50 0.0005 100 100 1e-06 0.0 412 TCGA -9 0.004244605587913468 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0005lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.19111142343695853 0.1874260259183807 50 0.0005 100 100 0.001 0.1 5179 TCGA -1 0.18476802404902984 0.18029918600266903 50 0.0005 100 100 0.001 0.1 5179 TCGA -2 0.171777625626945 0.16064408915725784 50 0.0005 100 100 0.001 0.1 5179 TCGA -3 0.1458843146627643 0.12925693175601 50 0.0005 100 100 0.001 0.1 5179 TCGA -4 0.11196734874322886 0.09446624142290959 50 0.0005 100 100 0.001 0.1 5179 TCGA -5 0.0791045966975949 0.06464076802209394 50 0.0005 100 100 0.001 0.1 5179 TCGA -6 0.053207664352892925 0.04292849996056988 50 0.0005 100 100 0.001 0.1 5179 TCGA -7 0.035244281580753795 0.028542483936826787 50 0.0005 100 100 0.001 0.1 5179 TCGA -8 0.023634357512818876 0.019453164629975157 50 0.0005 100 100 0.001 0.1 5179 TCGA -9 0.016371581761534658 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--- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0005lr_100bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.19185734534485824 0.1874094726751797 50 0.0005 100 100 0.001 0.5 7917 TCGA -1 0.18530806701475255 0.18173735764757473 50 0.0005 100 100 0.001 0.5 7917 TCGA -2 0.1754727058960053 0.16708490424719288 50 0.0005 100 100 0.001 0.5 7917 TCGA -3 0.15578912766381078 0.14247407296195103 50 0.0005 100 100 0.001 0.5 7917 TCGA -4 0.12776052108788571 0.11201070357656959 50 0.0005 100 100 0.001 0.5 7917 TCGA -5 0.097158539732967 0.08234392042884875 50 0.0005 100 100 0.001 0.5 7917 TCGA -6 0.06988008419420387 0.05800914397491282 50 0.0005 100 100 0.001 0.5 7917 TCGA -7 0.048746436118717 0.040162584758433865 50 0.0005 100 100 0.001 0.5 7917 TCGA -8 0.033767857428011 0.027919385217167626 50 0.0005 100 100 0.001 0.5 7917 TCGA -9 0.023678924322031825 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0005lr_100bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.19097731227433792 0.18769760077922187 50 0.0005 100 100 0.001 0.0 53 TCGA -1 0.18576331239204905 0.18301907076907517 50 0.0005 100 100 0.001 0.0 53 TCGA -2 0.17779786910066275 0.17120412808267316 50 0.0005 100 100 0.001 0.0 53 TCGA -3 0.16167186450107993 0.1505892649667347 50 0.0005 100 100 0.001 0.0 53 TCGA -4 0.13736301428346392 0.1231928176466544 50 0.0005 100 100 0.001 0.0 53 TCGA -5 0.10879365015304678 0.09440470045086127 50 0.0005 100 100 0.001 0.0 53 TCGA -6 0.0814062294110827 0.06905705964744989 50 0.0005 100 100 0.001 0.0 53 TCGA -7 0.05872207396551559 0.049247620393283405 50 0.0005 100 100 0.001 0.0 53 TCGA -8 0.041670479141121694 0.034901877144473285 50 0.0005 100 100 0.001 0.0 53 TCGA -9 0.029604579474540385 0.024970610443521384 50 0.0005 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--git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0005lr_100bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0005lr_100bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index b319e141e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0005lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1444782912764436 0.10945659430332519 50 0.0005 100 100 0.0 0.0 8659 TCGA -1 0.08302787222065475 0.07473742325401786 50 0.0005 100 100 0.0 0.0 8659 TCGA -2 0.07438221708886497 0.07420236804527254 50 0.0005 100 100 0.0 0.0 8659 TCGA -3 0.07402612530805261 0.07395168172953716 50 0.0005 100 100 0.0 0.0 8659 TCGA -4 0.0738360444642042 0.07382140570699271 50 0.0005 100 100 0.0 0.0 8659 TCGA -5 0.07371596141756478 0.07371296011023785 50 0.0005 100 100 0.0 0.0 8659 TCGA -6 0.07360909793715961 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-0 0.1313554806844147 0.07722369195827887 50 0.0005 50 100 1e-06 0.0 8009 TCGA -1 0.03470420756203989 0.010252546715601605 50 0.0005 50 100 1e-06 0.0 8009 TCGA -2 0.006549096128237297 0.004768073233546474 50 0.0005 50 100 1e-06 0.0 8009 TCGA -3 0.0044501409691273305 0.0041259574708552215 50 0.0005 50 100 1e-06 0.0 8009 TCGA -4 0.004081423484899818 0.0039109690044655575 50 0.0005 50 100 1e-06 0.0 8009 TCGA -5 0.003916669838817193 0.0037811919742605496 50 0.0005 50 100 1e-06 0.0 8009 TCGA -6 0.003803448895518893 0.003679194846822314 50 0.0005 50 100 1e-06 0.0 8009 TCGA -7 0.0037118126554810693 0.0035942300473194777 50 0.0005 50 100 1e-06 0.0 8009 TCGA -8 0.003633478950912438 0.0035213977788766874 50 0.0005 50 100 1e-06 0.0 8009 TCGA -9 0.003567268480361215 0.003458336013224182 50 0.0005 50 100 1e-06 0.0 8009 TCGA -10 0.003511144556537585 0.0034043605570405274 50 0.0005 50 100 1e-06 0.0 8009 TCGA -11 0.0034617656422004507 0.003355930355756576 50 0.0005 50 100 1e-06 0.0 8009 TCGA -12 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0.003813347513508332 0.0037978222937646074 50 0.0005 50 100 0.001 0.5 1938 TCGA -98 0.0038134231384814895 0.003798901803098881 50 0.0005 50 100 0.001 0.5 1938 TCGA -99 0.0038133233879499603 0.003799214778964094 50 0.0005 50 100 0.001 0.5 1938 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0005lr_50bs_100e_0.001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0005lr_50bs_100e_0.001s_0n_TCGA.tsv deleted file mode 100644 index 0f3941e90..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0005lr_50bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18459927739675508 0.17071734870498503 50 0.0005 50 100 0.001 0.0 1232 TCGA -1 0.13566547818918528 0.09396097419699233 50 0.0005 50 100 0.001 0.0 1232 TCGA -2 0.06013499106619291 0.03417163439581742 50 0.0005 50 100 0.001 0.0 1232 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0005lr_50bs_100e_0s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0005lr_50bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index aecf4ec64..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0005lr_50bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.11761688656347354 0.06819106402558897 50 0.0005 50 100 0.0 0.5 9739 TCGA -1 0.06838573818794118 0.06707519652256415 50 0.0005 50 100 0.0 0.5 9739 TCGA -2 0.06761589493901486 0.06688631322216149 50 0.0005 50 100 0.0 0.5 9739 TCGA -3 0.06735381800883022 0.06660424412494928 50 0.0005 50 100 0.0 0.5 9739 TCGA -4 0.06700676468044323 0.06618058973520845 50 0.0005 50 100 0.0 0.5 9739 TCGA -5 0.06669544750677579 0.06594604085288455 50 0.0005 50 100 0.0 0.5 9739 TCGA -6 0.06655454766352484 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2e92a4846..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0005lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.11780188998010145 0.06887501893780339 50 0.0005 50 100 0.0 0.0 2175 TCGA -1 0.06793257784385716 0.06765271899238903 50 0.0005 50 100 0.0 0.0 2175 TCGA -2 0.06750364139474839 0.06738304646320678 50 0.0005 50 100 0.0 0.0 2175 TCGA -3 0.06731633934635099 0.06723390055361704 50 0.0005 50 100 0.0 0.0 2175 TCGA -4 0.06719080965917336 0.0671073664073369 50 0.0005 50 100 0.0 0.0 2175 TCGA -5 0.06705611712589422 0.06694662814314042 50 0.0005 50 100 0.0 0.0 2175 TCGA -6 0.06689940292011057 0.06678631370091558 50 0.0005 50 100 0.0 0.0 2175 TCGA -7 0.06676887971892635 0.0666658686633086 50 0.0005 50 100 0.0 0.0 2175 TCGA -8 0.06667154395765912 0.06656964677362585 50 0.0005 50 100 0.0 0.0 2175 TCGA -9 0.06658903519607492 0.0664906827124519 50 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-1 0.016351858982399485 0.005665488967007429 50 0.0015 100 100 1e-06 0.1 6328 TCGA -2 0.004820627938568898 0.004295922502238847 50 0.0015 100 100 1e-06 0.1 6328 TCGA -3 0.0041748247010233545 0.0040108834992364124 50 0.0015 100 100 1e-06 0.1 6328 TCGA -4 0.003997425060668938 0.0039048367203330277 50 0.0015 100 100 1e-06 0.1 6328 TCGA -5 0.0039232756917249815 0.00385447862983948 50 0.0015 100 100 1e-06 0.1 6328 TCGA -6 0.0038856547099749904 0.0038266262395223183 50 0.0015 100 100 1e-06 0.1 6328 TCGA -7 0.0038640224073884315 0.0038104168743119766 50 0.0015 100 100 1e-06 0.1 6328 TCGA -8 0.003850711706110141 0.003799634061323189 50 0.0015 100 100 1e-06 0.1 6328 TCGA -9 0.0038419213357621346 0.0037925227793242466 50 0.0015 100 100 1e-06 0.1 6328 TCGA -10 0.00383591087036461 0.003787410164710565 50 0.0015 100 100 1e-06 0.1 6328 TCGA -11 0.0038316120698782753 0.00378360201478304 50 0.0015 100 100 1e-06 0.1 6328 TCGA -12 0.0038285890445678692 0.0037810037488202053 50 0.0015 100 100 1e-06 0.1 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-60 0.0038170689213122807 0.003771123282105929 50 0.0015 100 100 1e-06 0.1 6328 TCGA -61 0.0038168852810864036 0.0037712542429079662 50 0.0015 100 100 1e-06 0.1 6328 TCGA -62 0.003816789852696223 0.0037699196833986134 50 0.0015 100 100 1e-06 0.1 6328 TCGA -63 0.0038172778518994594 0.0037714067364495304 50 0.0015 100 100 1e-06 0.1 6328 TCGA -64 0.003817136598363617 0.0037706192447125313 50 0.0015 100 100 1e-06 0.1 6328 TCGA -65 0.003817036897729937 0.003770390768820916 50 0.0015 100 100 1e-06 0.1 6328 TCGA -66 0.0038174120572080955 0.0037703295916917934 50 0.0015 100 100 1e-06 0.1 6328 TCGA -67 0.0038168694385191117 0.003770441989222513 50 0.0015 100 100 1e-06 0.1 6328 TCGA -68 0.003817115432085584 0.0037712661020607506 50 0.0015 100 100 1e-06 0.1 6328 TCGA -69 0.0038172281243001437 0.0037708904748623394 50 0.0015 100 100 1e-06 0.1 6328 TCGA -70 0.003816944098956438 0.003770515044224472 50 0.0015 100 100 1e-06 0.1 6328 TCGA -71 0.0038169559529183206 0.00377061858951072 50 0.0015 100 100 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-36 0.003815423082502087 0.00378449443826012 50 0.0015 100 100 1e-06 0.5 9859 TCGA -37 0.0038150539504242923 0.00378399732728587 50 0.0015 100 100 1e-06 0.5 9859 TCGA -38 0.003815019286492032 0.003785118298024763 50 0.0015 100 100 1e-06 0.5 9859 TCGA -39 0.0038151217586913804 0.003785095388191429 50 0.0015 100 100 1e-06 0.5 9859 TCGA -40 0.0038150799376402518 0.003784145277704875 50 0.0015 100 100 1e-06 0.5 9859 TCGA -41 0.003815285864974611 0.0037846757290912933 50 0.0015 100 100 1e-06 0.5 9859 TCGA -42 0.00381521447237865 0.0037847735320016666 50 0.0015 100 100 1e-06 0.5 9859 TCGA -43 0.0038155035719438474 0.003784822202966216 50 0.0015 100 100 1e-06 0.5 9859 TCGA -44 0.0038151841894256203 0.003783913703644695 50 0.0015 100 100 1e-06 0.5 9859 TCGA -45 0.003815072007858378 0.0037844782068052482 50 0.0015 100 100 1e-06 0.5 9859 TCGA -46 0.003815047367754419 0.0037844826797276136 50 0.0015 100 100 1e-06 0.5 9859 TCGA -47 0.0038151929566597386 0.003784179808010333 50 0.0015 100 100 1e-06 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-83 0.0038155366146118063 0.0037858709926955666 50 0.0015 100 100 1e-06 0.5 9859 TCGA -84 0.003815403844749958 0.003784613835920191 50 0.0015 100 100 1e-06 0.5 9859 TCGA -85 0.0038155553499809487 0.0037868077370651703 50 0.0015 100 100 1e-06 0.5 9859 TCGA -86 0.0038155128049172185 0.00378468909754825 50 0.0015 100 100 1e-06 0.5 9859 TCGA -87 0.003815738791135196 0.003785581532725362 50 0.0015 100 100 1e-06 0.5 9859 TCGA -88 0.0038159388324724205 0.0037847911487403677 50 0.0015 100 100 1e-06 0.5 9859 TCGA -89 0.0038153521403901506 0.0037858511541207234 50 0.0015 100 100 1e-06 0.5 9859 TCGA -90 0.0038151933222914302 0.0037852822856781023 50 0.0015 100 100 1e-06 0.5 9859 TCGA -91 0.0038156209761007185 0.0037848696910574957 50 0.0015 100 100 1e-06 0.5 9859 TCGA -92 0.0038154909031916603 0.0037850397463476087 50 0.0015 100 100 1e-06 0.5 9859 TCGA -93 0.0038155305472931627 0.0037846287429314012 50 0.0015 100 100 1e-06 0.5 9859 TCGA -94 0.0038155671716651597 0.0037839006054584856 50 0.0015 100 100 1e-06 0.5 9859 TCGA -95 0.003815041384482466 0.0037860062918695972 50 0.0015 100 100 1e-06 0.5 9859 TCGA -96 0.0038153406102185332 0.003784759155001922 50 0.0015 100 100 1e-06 0.5 9859 TCGA -97 0.003815465327658949 0.0037851009199667217 50 0.0015 100 100 1e-06 0.5 9859 TCGA -98 0.003815542927573406 0.0037836312952839847 50 0.0015 100 100 1e-06 0.5 9859 TCGA -99 0.0038154942857201147 0.003783976739908957 50 0.0015 100 100 1e-06 0.5 9859 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0015lr_100bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0015lr_100bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index 9c5ae2c51..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0015lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 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590 TCGA -95 0.003806402414190139 0.003866017711858953 50 0.0015 100 100 1e-06 0.0 590 TCGA -96 0.0038065370391085055 0.0038655332415996483 50 0.0015 100 100 1e-06 0.0 590 TCGA -97 0.003806319713545958 0.003865741410915127 50 0.0015 100 100 1e-06 0.0 590 TCGA -98 0.003806419296477887 0.0038665303370760914 50 0.0015 100 100 1e-06 0.0 590 TCGA -99 0.0038062104390222443 0.003865448638665766 50 0.0015 100 100 1e-06 0.0 590 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0015lr_100bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0015lr_100bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index f65be0679..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0015lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1869593826052413 0.174580974644752 50 0.0015 100 100 0.001 0.1 4131 TCGA -1 0.14705769429782736 0.1110476168181429 50 0.0015 100 100 0.001 0.1 4131 TCGA -2 0.0772319982891364 0.048309289349533206 50 0.0015 100 100 0.001 0.1 4131 TCGA -3 0.032106839544311844 0.01993503039655973 50 0.0015 100 100 0.001 0.1 4131 TCGA -4 0.0141399131841664 0.009768647693996154 50 0.0015 100 100 0.001 0.1 4131 TCGA -5 0.007781961622216221 0.006128976963947166 50 0.0015 100 100 0.001 0.1 4131 TCGA -6 0.005451874906285135 0.004738619565102623 50 0.0015 100 100 0.001 0.1 4131 TCGA -7 0.004537265616595805 0.004169148828216534 50 0.0015 100 100 0.001 0.1 4131 TCGA -8 0.004155707854477356 0.003923610402692353 50 0.0015 100 100 0.001 0.1 4131 TCGA -9 0.003988436356919534 0.0038122025238883557 50 0.0015 100 100 0.001 0.1 4131 TCGA -10 0.003911692071402511 0.003759335190638076 50 0.0015 100 100 0.001 0.1 4131 TCGA -11 0.003874697580545615 0.0037327882665298393 50 0.0015 100 100 0.001 0.1 4131 TCGA -12 0.003855746959408142 0.003718512813705745 50 0.0015 100 100 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0015lr_100bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0015lr_100bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index ece1e2556..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0015lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1111629081108046 0.06969868271943912 50 0.0015 100 100 0.0 0.0 3549 TCGA -1 0.06821955603315889 0.06717770546674728 50 0.0015 100 100 0.0 0.0 3549 TCGA -2 0.06670655018168377 0.06648325991241177 50 0.0015 100 100 0.0 0.0 3549 TCGA -3 0.0662679714862291 0.06617910246453693 50 0.0015 100 100 0.0 0.0 3549 TCGA -4 0.06588622583037895 0.06566693862179417 50 0.0015 100 100 0.0 0.0 3549 TCGA -5 0.0654875637423062 0.0653575629594937 50 0.0015 100 100 0.0 0.0 3549 TCGA -6 0.06521019893593921 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0015lr_50bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.07635148578526238 0.005296769750833361 50 0.0015 50 100 1e-06 0.5 3647 TCGA -1 0.0046860473698793256 0.0041902109924423035 50 0.0015 50 100 1e-06 0.5 3647 TCGA -2 0.004007142381448408 0.003971004305201484 50 0.0015 50 100 1e-06 0.5 3647 TCGA -3 0.0038674902241845033 0.003913084838314721 50 0.0015 50 100 1e-06 0.5 3647 TCGA -4 0.0038327728987042828 0.003893820740909657 50 0.0015 50 100 1e-06 0.5 3647 TCGA -5 0.003820252274105373 0.003886694900560469 50 0.0015 50 100 1e-06 0.5 3647 TCGA -6 0.0038144929015486917 0.0038814932884807564 50 0.0015 50 100 1e-06 0.5 3647 TCGA -7 0.0038112042609401374 0.003878974303107091 50 0.0015 50 100 1e-06 0.5 3647 TCGA -8 0.0038093958192793207 0.0038774254890954376 50 0.0015 50 100 1e-06 0.5 3647 TCGA -9 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0015lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.07142995164587966 0.0050466288625258 50 0.0015 50 100 1e-06 0.0 105 TCGA -1 0.004522808781980001 0.00436606160341645 50 0.0015 50 100 1e-06 0.0 105 TCGA -2 0.004325679713186118 0.004279739401261111 50 0.0015 50 100 1e-06 0.0 105 TCGA -3 0.0042378868254755895 0.004191841087748657 50 0.0015 50 100 1e-06 0.0 105 TCGA -4 0.004144779070483098 0.004095833877279381 50 0.0015 50 100 1e-06 0.0 105 TCGA -5 0.004043134355218795 0.0039899816582138516 50 0.0015 50 100 1e-06 0.0 105 TCGA -6 0.003923669906880094 0.003859956367362534 50 0.0015 50 100 1e-06 0.0 105 TCGA -7 0.0038346070262708144 0.003827105250546531 50 0.0015 50 100 1e-06 0.0 105 TCGA -8 0.0038196863598515727 0.003820971812790812 50 0.0015 50 100 1e-06 0.0 105 TCGA -9 0.0038147199107765426 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0.5 5822 TCGA -36 0.003814331731026241 0.003797144934432066 50 0.0015 50 100 0.001 0.5 5822 TCGA -37 0.003814407319407642 0.003797924099256046 50 0.0015 50 100 0.001 0.5 5822 TCGA -38 0.0038145578273833265 0.0037973694709227913 50 0.0015 50 100 0.001 0.5 5822 TCGA -39 0.0038146735339477794 0.003799912110251847 50 0.0015 50 100 0.001 0.5 5822 TCGA -40 0.0038147567227592573 0.0037985881954319214 50 0.0015 50 100 0.001 0.5 5822 TCGA -41 0.0038147784268945284 0.003797226474297481 50 0.0015 50 100 0.001 0.5 5822 TCGA -42 0.0038147172595374597 0.0037981187807742374 50 0.0015 50 100 0.001 0.5 5822 TCGA -43 0.003814757000238081 0.0037980353923037125 50 0.0015 50 100 0.001 0.5 5822 TCGA -44 0.0038151078026786235 0.003797663686956143 50 0.0015 50 100 0.001 0.5 5822 TCGA -45 0.0038149298726899033 0.0038010174029473984 50 0.0015 50 100 0.001 0.5 5822 TCGA -46 0.003815351927700566 0.003798650226663405 50 0.0015 50 100 0.001 0.5 5822 TCGA -47 0.003814784679848766 0.00379820917873414 50 0.0015 50 100 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TCGA -95 0.0038151744991332583 0.0037975573172820873 50 0.0015 50 100 0.001 0.5 5822 TCGA -96 0.0038151894061938334 0.0037979274571653286 50 0.0015 50 100 0.001 0.5 5822 TCGA -97 0.0038157114443067848 0.003798374616021487 50 0.0015 50 100 0.001 0.5 5822 TCGA -98 0.0038153752740208513 0.0037995557073765814 50 0.0015 50 100 0.001 0.5 5822 TCGA -99 0.003815293446848925 0.003799553026899171 50 0.0015 50 100 0.001 0.5 5822 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0015lr_50bs_100e_0.001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0015lr_50bs_100e_0.001s_0n_TCGA.tsv deleted file mode 100644 index d5cd3fe37..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0015lr_50bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.14277175835494166 0.05413693625798177 50 0.0015 50 100 0.001 0.0 6873 TCGA -1 0.019610071851308374 0.00670930730815434 50 0.0015 50 100 0.001 0.0 6873 TCGA -2 0.004892881170641005 0.004336983332850376 50 0.0015 50 100 0.001 0.0 6873 TCGA -3 0.00397598858323322 0.004087357737367327 50 0.0015 50 100 0.001 0.0 6873 TCGA -4 0.003851081932146314 0.004038032401708802 50 0.0015 50 100 0.001 0.0 6873 TCGA -5 0.0038188612845864883 0.004021652829107927 50 0.0015 50 100 0.001 0.0 6873 TCGA -6 0.0038061355800590455 0.004014176931981016 50 0.0015 50 100 0.001 0.0 6873 TCGA -7 0.003799815349589993 0.004010427815736688 50 0.0015 50 100 0.001 0.0 6873 TCGA -8 0.0037962898197194546 0.004007743107594886 50 0.0015 50 100 0.001 0.0 6873 TCGA -9 0.0037941271746378315 0.004006697819685217 50 0.0015 50 100 0.001 0.0 6873 TCGA -10 0.003792830957664265 0.004005491122809337 50 0.0015 50 100 0.001 0.0 6873 TCGA -11 0.0037920491497342853 0.00400529584224949 50 0.0015 50 100 0.001 0.0 6873 TCGA -12 0.0037913076161260463 0.004004541349283714 50 0.0015 50 100 0.001 0.0 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0015lr_50bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0015lr_50bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index a343b554b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.0015lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.08789924362771864 0.06518842538247756 50 0.0015 50 100 0.0 0.0 1847 TCGA -1 0.06461639329001019 0.06421648246708826 50 0.0015 50 100 0.0 0.0 1847 TCGA -2 0.06396516845443577 0.06380147737773818 50 0.0015 50 100 0.0 0.0 1847 TCGA -3 0.06366787677045938 0.06354890999632265 50 0.0015 50 100 0.0 0.0 1847 TCGA -4 0.06343301960131675 0.06335071856202791 50 0.0015 50 100 0.0 0.0 1847 TCGA -5 0.06310023585333796 0.06292156961245753 50 0.0015 50 100 0.0 0.0 1847 TCGA -6 0.06272968773569283 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100644 index c0b05fe31..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.001lr_100bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.17041785687870153 0.1169755565161681 50 0.001 100 100 1e-06 0.1 3625 TCGA -1 0.05044297411493547 0.013792551960328116 50 0.001 100 100 1e-06 0.1 3625 TCGA -2 0.008336238839006265 0.005694718387951354 50 0.001 100 100 1e-06 0.1 3625 TCGA -3 0.0050192541924741554 0.004534601273679703 50 0.001 100 100 1e-06 0.1 3625 TCGA -4 0.0043586214296087306 0.004177611391411055 50 0.001 100 100 1e-06 0.1 3625 TCGA -5 0.004120481512897554 0.004022851885862686 50 0.001 100 100 1e-06 0.1 3625 TCGA -6 0.00400791046372737 0.003941970198747501 50 0.001 100 100 1e-06 0.1 3625 TCGA -7 0.003946047409397367 0.0038945819578840206 50 0.001 100 100 1e-06 0.1 3625 TCGA -8 0.00390866695911454 0.00386474601428338 50 0.001 100 100 1e-06 0.1 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.17019594411493238 0.11610761730365418 50 0.001 100 100 1e-06 0.5 4164 TCGA -1 0.04986878968070465 0.01361735806748945 50 0.001 100 100 1e-06 0.5 4164 TCGA -2 0.008295411725808902 0.005663811830551031 50 0.001 100 100 1e-06 0.5 4164 TCGA -3 0.005023309832162517 0.004512197906666215 50 0.001 100 100 1e-06 0.5 4164 TCGA -4 0.0043640391947810725 0.004155987192731556 50 0.001 100 100 1e-06 0.5 4164 TCGA -5 0.004125030022806848 0.004001115146912073 50 0.001 100 100 1e-06 0.5 4164 TCGA -6 0.004011772372467248 0.003920157327686423 50 0.001 100 100 1e-06 0.5 4164 TCGA -7 0.003949418958064029 0.0038728002650691338 50 0.001 100 100 1e-06 0.5 4164 TCGA -8 0.003911753837039996 0.0038430930534143694 50 0.001 100 100 1e-06 0.5 4164 TCGA -9 0.003887371201775465 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.001lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.17083760084737584 0.11831723973529423 50 0.001 100 100 1e-06 0.0 8772 TCGA -1 0.05126112322863065 0.013968641705923344 50 0.001 100 100 1e-06 0.0 8772 TCGA -2 0.008375601253425178 0.005697528618720159 50 0.001 100 100 1e-06 0.0 8772 TCGA -3 0.0050134261351634695 0.004531855505409103 50 0.001 100 100 1e-06 0.0 8772 TCGA -4 0.004354335169179713 0.004175941656395119 50 0.001 100 100 1e-06 0.0 8772 TCGA -5 0.00411790575080958 0.004021589552993002 50 0.001 100 100 1e-06 0.0 8772 TCGA -6 0.004006286606921097 0.003940656933297015 50 0.001 100 100 1e-06 0.0 8772 TCGA -7 0.003944985645033443 0.003893421155555015 50 0.001 100 100 1e-06 0.0 8772 TCGA -8 0.003907891771979509 0.003863600680567137 50 0.001 100 100 1e-06 0.0 8772 TCGA -9 0.003883886002933494 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.001lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.19027915049915214 0.18172103563445297 50 0.001 100 100 0.001 0.1 8871 TCGA -1 0.16633262363930792 0.14403383231642258 50 0.001 100 100 0.001 0.1 8871 TCGA -2 0.11408410826682353 0.08330363357186917 50 0.001 100 100 0.001 0.1 8871 TCGA -3 0.05954733799229457 0.0398370906448544 50 0.001 100 100 0.001 0.1 8871 TCGA -4 0.028326815804640207 0.019513775617932553 50 0.001 100 100 0.001 0.1 8871 TCGA -5 0.01468221694141633 0.011039757548864163 50 0.001 100 100 0.001 0.1 8871 TCGA -6 0.008964530660939551 0.007408187373648936 50 0.001 100 100 0.001 0.1 8871 TCGA -7 0.006445855257841612 0.005743240289408807 50 0.001 100 100 0.001 0.1 8871 TCGA -8 0.005255995499900953 0.004924818845325379 50 0.001 100 100 0.001 0.1 8871 TCGA -9 0.004655119051366965 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.001lr_100bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.19058421838295514 0.18273261511445643 50 0.001 100 100 0.001 0.5 6446 TCGA -1 0.1690031835737206 0.14813519287948032 50 0.001 100 100 0.001 0.5 6446 TCGA -2 0.11922530785331051 0.08910070535675366 50 0.001 100 100 0.001 0.5 6446 TCGA -3 0.06519135153302591 0.044803539824545685 50 0.001 100 100 0.001 0.5 6446 TCGA -4 0.032279981242852265 0.022409928148266058 50 0.001 100 100 0.001 0.5 6446 TCGA -5 0.016791206598157117 0.012468400317707552 50 0.001 100 100 0.001 0.5 6446 TCGA -6 0.009974412998719508 0.008073324323561623 50 0.001 100 100 0.001 0.5 6446 TCGA -7 0.0069111220591424735 0.0060422057051904236 50 0.001 100 100 0.001 0.5 6446 TCGA -8 0.005463283002396931 0.005051560952660426 50 0.001 100 100 0.001 0.5 6446 TCGA -9 0.004740996079404834 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.001lr_100bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.19014631595305798 0.18315270033913042 50 0.001 100 100 0.001 0.0 268 TCGA -1 0.17038851269674773 0.15074435071130493 50 0.001 100 100 0.001 0.0 268 TCGA -2 0.12271293042387091 0.0927162756347776 50 0.001 100 100 0.001 0.0 268 TCGA -3 0.0681673611999423 0.04683643504602825 50 0.001 100 100 0.001 0.0 268 TCGA -4 0.03374487599760264 0.023230264103742102 50 0.001 100 100 0.001 0.0 268 TCGA -5 0.017422050758984217 0.012768157065176785 50 0.001 100 100 0.001 0.0 268 TCGA -6 0.01026151719750411 0.008164710805157021 50 0.001 100 100 0.001 0.0 268 TCGA -7 0.007055610319563541 0.0060451287570311195 50 0.001 100 100 0.001 0.0 268 TCGA -8 0.005544410766818512 0.0050142031729258785 50 0.001 100 100 0.001 0.0 268 TCGA -9 0.0047921167832844684 0.004485870989966183 50 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.001lr_100bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.001lr_100bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index 5161f56ea..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.001lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.12510982406037582 0.07366477709319723 50 0.001 100 100 0.0 0.0 906 TCGA -1 0.0707446891369132 0.06997826422129444 50 0.001 100 100 0.0 0.0 906 TCGA -2 0.06977372423923765 0.06938936082112729 50 0.001 100 100 0.0 0.0 906 TCGA -3 0.06927305450412442 0.06907955538387874 50 0.001 100 100 0.0 0.0 906 TCGA -4 0.06905257357744943 0.06894083515783052 50 0.001 100 100 0.0 0.0 906 TCGA -5 0.06890024506499531 0.06878726030863709 50 0.001 100 100 0.0 0.0 906 TCGA -6 0.0687446022891269 0.06865317737636854 50 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-38 0.003502232021803831 0.003412609164083573 50 0.001 50 100 1e-06 0.5 3214 TCGA -39 0.0035193914994356263 0.0034071586057356556 50 0.001 50 100 1e-06 0.5 3214 TCGA -40 0.003503330976152669 0.0033823110001751375 50 0.001 50 100 1e-06 0.5 3214 TCGA -41 0.003485164287112232 0.0033859018769920174 50 0.001 50 100 1e-06 0.5 3214 TCGA -42 0.003497118683412749 0.00340701961520142 50 0.001 50 100 1e-06 0.5 3214 TCGA -43 0.0035055398881058664 0.0033853635795639088 50 0.001 50 100 1e-06 0.5 3214 TCGA -44 0.003507393750635809 0.0033889645078785755 50 0.001 50 100 1e-06 0.5 3214 TCGA -45 0.003490451843663759 0.00338440658360832 50 0.001 50 100 1e-06 0.5 3214 TCGA -46 0.003494556941451071 0.0033918928785539753 50 0.001 50 100 1e-06 0.5 3214 TCGA -47 0.0034916705430543212 0.003385740016404558 50 0.001 50 100 1e-06 0.5 3214 TCGA -48 0.003487337269936805 0.003401264080300403 50 0.001 50 100 1e-06 0.5 3214 TCGA -49 0.0034980758127394346 0.003372911742921151 50 0.001 50 100 1e-06 0.5 3214 TCGA -50 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.001lr_50bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.001lr_50bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index 45ca78e69..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.001lr_50bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1727768164824556 0.12723092884574105 50 0.001 50 100 0.001 0.1 8711 TCGA -1 0.0667209983329822 0.025511939340650137 50 0.001 50 100 0.001 0.1 8711 TCGA -2 0.013707056791376177 0.00736419915750473 50 0.001 50 100 0.001 0.1 8711 TCGA -3 0.005653056476608448 0.004605300940956977 50 0.001 50 100 0.001 0.1 8711 TCGA -4 0.004291151184380763 0.004039704443971117 50 0.001 50 100 0.001 0.1 8711 TCGA -5 0.003982934202866439 0.003889116579105132 50 0.001 50 100 0.001 0.1 8711 TCGA -6 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.001lr_50bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index 48cb83ee2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.001lr_50bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1730840201855025 0.13085272391537325 50 0.001 50 100 0.001 0.5 9576 TCGA -1 0.07302719319576277 0.030480841726963245 50 0.001 50 100 0.001 0.5 9576 TCGA -2 0.0167127457596108 0.0088692839215299 50 0.001 50 100 0.001 0.5 9576 TCGA -3 0.006670002340301597 0.005097934931760008 50 0.001 50 100 0.001 0.5 9576 TCGA -4 0.004700804297284302 0.004183776103353231 50 0.001 50 100 0.001 0.5 9576 TCGA -5 0.00417028649657934 0.0038946697362066815 50 0.001 50 100 0.001 0.5 9576 TCGA -6 0.00398801537302339 0.003782122398272681 50 0.001 50 100 0.001 0.5 9576 TCGA -7 0.00391286648086391 0.003730981720695693 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.001lr_50bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1795090126504269 0.1497272157938636 50 0.001 50 100 0.001 0.0 6201 TCGA -1 0.09472193753192741 0.046602984150899716 50 0.001 50 100 0.001 0.0 6201 TCGA -2 0.025521592178841142 0.012797235913724456 50 0.001 50 100 0.001 0.0 6201 TCGA -3 0.008634672891527402 0.006046253792361248 50 0.001 50 100 0.001 0.0 6201 TCGA -4 0.005129166199733289 0.004481342997888674 50 0.001 50 100 0.001 0.0 6201 TCGA -5 0.004256742068796432 0.004044856429193637 50 0.001 50 100 0.001 0.0 6201 TCGA -6 0.003997492688680044 0.003901355722029904 50 0.001 50 100 0.001 0.0 6201 TCGA -7 0.0039062264672124897 0.003845133591705381 50 0.001 50 100 0.001 0.0 6201 TCGA -8 0.003867587542637662 0.0038188476789387028 50 0.001 50 100 0.001 0.0 6201 TCGA -9 0.0038482242587461898 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.001lr_50bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index 070d1a828..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.001lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.09495119849962773 0.06663385145927793 50 0.001 50 100 0.0 0.0 2061 TCGA -1 0.06632142558565815 0.06609402713014852 50 0.001 50 100 0.0 0.0 2061 TCGA -2 0.06592582789003244 0.06574019707327512 50 0.001 50 100 0.0 0.0 2061 TCGA -3 0.06557069381860926 0.06544992926731781 50 0.001 50 100 0.0 0.0 2061 TCGA -4 0.0653585315287905 0.06530919974323493 50 0.001 50 100 0.0 0.0 2061 TCGA -5 0.06522949178901577 0.06511994960469816 50 0.001 50 100 0.0 0.0 2061 TCGA -6 0.06497411976845646 0.06487827673180019 50 0.001 50 100 0.0 0.0 2061 TCGA -7 0.06470077977587381 0.06464946767942391 50 0.001 50 100 0.0 0.0 2061 TCGA 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0.0015443895946972857 50 0.001 50 100 0.0 0.0 2061 TCGA -95 0.0015434122532016707 0.0015416715280082657 50 0.001 50 100 0.0 0.0 2061 TCGA -96 0.0015423712411975232 0.0015406189345984003 50 0.001 50 100 0.0 0.0 2061 TCGA -97 0.0015418598343672166 0.0015431806057850694 50 0.001 50 100 0.0 0.0 2061 TCGA -98 0.0015416861406279737 0.00154626257214508 50 0.001 50 100 0.0 0.0 2061 TCGA -99 0.0015419422737883578 0.0015414008495149825 50 0.001 50 100 0.0 0.0 2061 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_100bs_100e_0.000001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_100bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index f987ebdbd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_100bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.12473825985930244 0.01894297649213417 50 0.002 100 100 1e-06 0.1 5374 TCGA -1 0.007194430939063142 0.004511513396273905 50 0.002 100 100 1e-06 0.1 5374 TCGA -2 0.004229523115839719 0.004044629607686595 50 0.002 100 100 1e-06 0.1 5374 TCGA -3 0.003981093401462505 0.003921585328334091 50 0.002 100 100 1e-06 0.1 5374 TCGA -4 0.0039009511653129735 0.003872554648630134 50 0.002 100 100 1e-06 0.1 5374 TCGA -5 0.0038655380453223734 0.00384872040978104 50 0.002 100 100 1e-06 0.1 5374 TCGA -6 0.0038469847473523284 0.0038349844723584215 50 0.002 100 100 1e-06 0.1 5374 TCGA -7 0.003836379521312771 0.003827130073335153 50 0.002 100 100 1e-06 0.1 5374 TCGA -8 0.0038296348392549257 0.0038216153414798292 50 0.002 100 100 1e-06 0.1 5374 TCGA -9 0.00382508371394464 0.0038181597275668802 50 0.002 100 100 1e-06 0.1 5374 TCGA -10 0.0038220714762634746 0.0038155256361050074 50 0.002 100 100 1e-06 0.1 5374 TCGA -11 0.00381986101451425 0.003814594678571401 50 0.002 100 100 1e-06 0.1 5374 TCGA -12 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50 0.002 100 100 1e-06 0.1 5374 TCGA -60 0.0038132114407466813 0.0038076965302116608 50 0.002 100 100 1e-06 0.1 5374 TCGA -61 0.003813332980733607 0.0038084758951061936 50 0.002 100 100 1e-06 0.1 5374 TCGA -62 0.0038135004899462364 0.0038094465297894863 50 0.002 100 100 1e-06 0.1 5374 TCGA -63 0.003813267351573187 0.003809028471253775 50 0.002 100 100 1e-06 0.1 5374 TCGA -64 0.003813432158843242 0.0038089991287426584 50 0.002 100 100 1e-06 0.1 5374 TCGA -65 0.0038133065885394223 0.0038086254741697004 50 0.002 100 100 1e-06 0.1 5374 TCGA -66 0.0038132581848963863 0.0038097151613621107 50 0.002 100 100 1e-06 0.1 5374 TCGA -67 0.003813360694856972 0.003808978740266295 50 0.002 100 100 1e-06 0.1 5374 TCGA -68 0.0038134499751043874 0.003809996732000505 50 0.002 100 100 1e-06 0.1 5374 TCGA -69 0.0038135578791264834 0.003808081341935462 50 0.002 100 100 1e-06 0.1 5374 TCGA -70 0.0038135558682171507 0.0038089044743109886 50 0.002 100 100 1e-06 0.1 5374 TCGA -71 0.0038132680445295756 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0.0038136241525668995 0.003809573614370808 50 0.002 100 100 1e-06 0.1 5374 TCGA -84 0.003813469723867672 0.00380804461085392 50 0.002 100 100 1e-06 0.1 5374 TCGA -85 0.003814084563378957 0.0038099816061986902 50 0.002 100 100 1e-06 0.1 5374 TCGA -86 0.003813242693043408 0.003809585272283036 50 0.002 100 100 1e-06 0.1 5374 TCGA -87 0.003813564886187964 0.0038093177884835844 50 0.002 100 100 1e-06 0.1 5374 TCGA -88 0.003813273726283376 0.0038081505569868054 50 0.002 100 100 1e-06 0.1 5374 TCGA -89 0.0038133968120121287 0.003809085515931473 50 0.002 100 100 1e-06 0.1 5374 TCGA -90 0.0038141185837848863 0.0038092283744964018 50 0.002 100 100 1e-06 0.1 5374 TCGA -91 0.0038133691937602054 0.0038088906741228384 50 0.002 100 100 1e-06 0.1 5374 TCGA -92 0.0038138355508106556 0.0038082429486322195 50 0.002 100 100 1e-06 0.1 5374 TCGA -93 0.003813302609471779 0.003808204378305593 50 0.002 100 100 1e-06 0.1 5374 TCGA -94 0.0038136837973638507 0.0038089950735114477 50 0.002 100 100 1e-06 0.1 5374 TCGA -95 0.0038136393095325387 0.003810418583686702 50 0.002 100 100 1e-06 0.1 5374 TCGA -96 0.0038135989453426922 0.003807439306170572 50 0.002 100 100 1e-06 0.1 5374 TCGA -97 0.0038136295128174194 0.003810241714297752 50 0.002 100 100 1e-06 0.1 5374 TCGA -98 0.003813309312910041 0.0038088465708509163 50 0.002 100 100 1e-06 0.1 5374 TCGA -99 0.0038136975430779615 0.0038091204264879826 50 0.002 100 100 1e-06 0.1 5374 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_100bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_100bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index f58b2959b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1253208742915789 0.019201567068920664 50 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3409 TCGA -72 0.003816874143106688 0.003778858133708712 50 0.002 100 100 1e-06 0.5 3409 TCGA -73 0.003816727192691759 0.003778757143709528 50 0.002 100 100 1e-06 0.5 3409 TCGA -74 0.0038167321775909023 0.0037787714762491497 50 0.002 100 100 1e-06 0.5 3409 TCGA -75 0.0038166894418238274 0.0037803041079460674 50 0.002 100 100 1e-06 0.5 3409 TCGA -76 0.00381691913833676 0.003778933542757178 50 0.002 100 100 1e-06 0.5 3409 TCGA -77 0.003817127426099296 0.0037788066395263577 50 0.002 100 100 1e-06 0.5 3409 TCGA -78 0.003817254034850136 0.0037784457450086746 50 0.002 100 100 1e-06 0.5 3409 TCGA -79 0.0038167178622356616 0.003778594225439145 50 0.002 100 100 1e-06 0.5 3409 TCGA -80 0.0038170016347116188 0.0037790161028654133 50 0.002 100 100 1e-06 0.5 3409 TCGA -81 0.003816547681201087 0.0037786430917942345 50 0.002 100 100 1e-06 0.5 3409 TCGA -82 0.0038167098270965576 0.0037790736366044636 50 0.002 100 100 1e-06 0.5 3409 TCGA -83 0.0038170808946911524 0.0037783090862908856 50 0.002 100 100 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-97 0.003814363548442104 0.003795658279182249 50 0.002 100 100 0.001 0.1 9411 TCGA -98 0.003814533488979439 0.003797322831083857 50 0.002 100 100 0.001 0.1 9411 TCGA -99 0.0038140975969571935 0.0037967396652017105 50 0.002 100 100 0.001 0.1 9411 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_100bs_100e_0.001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_100bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index e16e5ae50..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_100bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1791845387194436 0.1445883208483308 50 0.002 100 100 0.001 0.5 7801 TCGA -1 0.08814873900595074 0.03931607998645485 50 0.002 100 100 0.001 0.5 7801 TCGA -2 0.02077968622961056 0.010353556693760894 50 0.002 100 100 0.001 0.5 7801 TCGA -3 0.00738169190988738 0.005535133887344419 50 0.002 100 100 0.001 0.5 7801 TCGA -4 0.00490288441610504 0.004417037930639096 50 0.002 100 100 0.001 0.5 7801 TCGA -5 0.004254075200043811 0.004067393777957513 50 0.002 100 100 0.001 0.5 7801 TCGA -6 0.004031449399432366 0.003931147867729466 50 0.002 100 100 0.001 0.5 7801 TCGA -7 0.003937862794111343 0.003868234545067327 50 0.002 100 100 0.001 0.5 7801 TCGA -8 0.003891937711918237 0.0038350099164187607 50 0.002 100 100 0.001 0.5 7801 TCGA -9 0.003866657694960322 0.0038159197926446423 50 0.002 100 100 0.001 0.5 7801 TCGA -10 0.0038514227132794366 0.003803876887342364 50 0.002 100 100 0.001 0.5 7801 TCGA -11 0.003841634410079924 0.0037960166113928484 50 0.002 100 100 0.001 0.5 7801 TCGA -12 0.0038350614936252447 0.003790613080154936 50 0.002 100 100 0.001 0.5 7801 TCGA -13 0.0038304371303561767 0.0037867144374972464 50 0.002 100 100 0.001 0.5 7801 TCGA -14 0.003827073585954325 0.003783879038788865 50 0.002 100 100 0.001 0.5 7801 TCGA -15 0.003824634132525284 0.0037819625290307266 50 0.002 100 100 0.001 0.5 7801 TCGA -16 0.003822738218296601 0.0037801804842343134 50 0.002 100 100 0.001 0.5 7801 TCGA -17 0.0038212849775977695 0.003778882124625034 50 0.002 100 100 0.001 0.5 7801 TCGA -18 0.0038202158222188074 0.00377810549402806 50 0.002 100 100 0.001 0.5 7801 TCGA -19 0.003819317236947706 0.0037772245190326294 50 0.002 100 100 0.001 0.5 7801 TCGA -20 0.0038185671539926257 0.0037765339023934385 50 0.002 100 100 0.001 0.5 7801 TCGA -21 0.0038180096238770046 0.0037758028773525404 50 0.002 100 100 0.001 0.5 7801 TCGA -22 0.003817587964228836 0.0037754547393801224 50 0.002 100 100 0.001 0.5 7801 TCGA -23 0.0038172116290066047 0.003775070534888 50 0.002 100 100 0.001 0.5 7801 TCGA -24 0.0038168184772734265 0.0037748267471640552 50 0.002 100 100 0.001 0.5 7801 TCGA -25 0.0038165401261988437 0.0037746108546572264 50 0.002 100 100 0.001 0.5 7801 TCGA -26 0.00381636500501726 0.0037746449813115686 50 0.002 100 100 0.001 0.5 7801 TCGA -27 0.0038161706121945913 0.0037743368281996877 50 0.002 100 100 0.001 0.5 7801 TCGA -28 0.003816023573912668 0.0037742462278292257 50 0.002 100 100 0.001 0.5 7801 TCGA -29 0.003815846905637857 0.003773880528108259 50 0.002 100 100 0.001 0.5 7801 TCGA -30 0.003815814971273909 0.0037737359472985693 50 0.002 100 100 0.001 0.5 7801 TCGA -31 0.0038156483701761563 0.0037738035594454813 50 0.002 100 100 0.001 0.5 7801 TCGA -32 0.00381553380343972 0.003773543193945708 50 0.002 100 100 0.001 0.5 7801 TCGA -33 0.003815509343149939 0.0037735157924699576 50 0.002 100 100 0.001 0.5 7801 TCGA -34 0.003815448816720355 0.003773581116090543 50 0.002 100 100 0.001 0.5 7801 TCGA -35 0.003815411605684785 0.003773700428340378 50 0.002 100 100 0.001 0.5 7801 TCGA -36 0.003815423300675237 0.003773081202958547 50 0.002 100 100 0.001 0.5 7801 TCGA -37 0.0038153431850255454 0.0037734286658390984 50 0.002 100 100 0.001 0.5 7801 TCGA -38 0.003815298462440443 0.0037736092020181854 50 0.002 100 100 0.001 0.5 7801 TCGA -39 0.0038153782250888364 0.0037734314188567087 50 0.002 100 100 0.001 0.5 7801 TCGA -40 0.003815216483937695 0.0037729144353775223 50 0.002 100 100 0.001 0.5 7801 TCGA -41 0.0038152408866370404 0.0037734950576726366 50 0.002 100 100 0.001 0.5 7801 TCGA -42 0.0038153065106777333 0.003773213778365048 50 0.002 100 100 0.001 0.5 7801 TCGA -43 0.0038154388581230973 0.0037733665796174628 50 0.002 100 100 0.001 0.5 7801 TCGA -44 0.0038152865928854827 0.003773439620579382 50 0.002 100 100 0.001 0.5 7801 TCGA -45 0.0038153787377372657 0.0037732172673146927 50 0.002 100 100 0.001 0.5 7801 TCGA -46 0.0038153663473994865 0.0037732337748903277 50 0.002 100 100 0.001 0.5 7801 TCGA -47 0.0038153111242537107 0.0037729558687020636 50 0.002 100 100 0.001 0.5 7801 TCGA -48 0.0038152981094391448 0.003773316077597851 50 0.002 100 100 0.001 0.5 7801 TCGA -49 0.0038154018993315528 0.0037731102166987545 50 0.002 100 100 0.001 0.5 7801 TCGA -50 0.0038152362607425314 0.0037737073372094776 50 0.002 100 100 0.001 0.5 7801 TCGA -51 0.00381531369589013 0.0037735323269556665 50 0.002 100 100 0.001 0.5 7801 TCGA -52 0.0038154731509920767 0.003773451975813538 50 0.002 100 100 0.001 0.5 7801 TCGA -53 0.003815276401067754 0.003773392113768051 50 0.002 100 100 0.001 0.5 7801 TCGA -54 0.0038153623548958077 0.003773210056584759 50 0.002 100 100 0.001 0.5 7801 TCGA -55 0.0038154633948709374 0.003773095357657677 50 0.002 100 100 0.001 0.5 7801 TCGA -56 0.0038155255143153626 0.003772861519641238 50 0.002 100 100 0.001 0.5 7801 TCGA -57 0.003815696205607428 0.0037732540978465097 50 0.002 100 100 0.001 0.5 7801 TCGA -58 0.003815627854961109 0.003773455668343746 50 0.002 100 100 0.001 0.5 7801 TCGA -59 0.0038154648109823084 0.0037734122670737644 50 0.002 100 100 0.001 0.5 7801 TCGA -60 0.0038154859058700317 0.0037732194318206764 50 0.002 100 100 0.001 0.5 7801 TCGA -61 0.0038155232288119255 0.003773472976201593 50 0.002 100 100 0.001 0.5 7801 TCGA -62 0.003815703471124177 0.00377304724829468 50 0.002 100 100 0.001 0.5 7801 TCGA -63 0.0038154695232364816 0.0037733706313386635 50 0.002 100 100 0.001 0.5 7801 TCGA -64 0.0038155576257387124 0.0037735939814461084 50 0.002 100 100 0.001 0.5 7801 TCGA -65 0.0038158092492639782 0.0037739225253743593 50 0.002 100 100 0.001 0.5 7801 TCGA -66 0.003815474401245074 0.0037739210301102255 50 0.002 100 100 0.001 0.5 7801 TCGA -67 0.0038155702877079108 0.003774487064805013 50 0.002 100 100 0.001 0.5 7801 TCGA -68 0.003815739707176554 0.0037732728974584806 50 0.002 100 100 0.001 0.5 7801 TCGA -69 0.003815813341043588 0.0037743584685795122 50 0.002 100 100 0.001 0.5 7801 TCGA -70 0.003815798549527721 0.003773346975043266 50 0.002 100 100 0.001 0.5 7801 TCGA -71 0.003815791443138333 0.003774522494842958 50 0.002 100 100 0.001 0.5 7801 TCGA -72 0.003815758550657704 0.0037739059277084753 50 0.002 100 100 0.001 0.5 7801 TCGA -73 0.0038157238749006936 0.003773306868502393 50 0.002 100 100 0.001 0.5 7801 TCGA -74 0.0038158829709460298 0.003773631896570924 50 0.002 100 100 0.001 0.5 7801 TCGA -75 0.003815764352971987 0.003773147702432383 50 0.002 100 100 0.001 0.5 7801 TCGA -76 0.003815974434562221 0.0037733177752725445 50 0.002 100 100 0.001 0.5 7801 TCGA -77 0.0038158870437280724 0.0037737077420305965 50 0.002 100 100 0.001 0.5 7801 TCGA -78 0.0038162571680453996 0.00377395623550755 50 0.002 100 100 0.001 0.5 7801 TCGA -79 0.0038158957712258303 0.0037750537511916015 50 0.002 100 100 0.001 0.5 7801 TCGA -80 0.003816341255719861 0.0037738448324795794 50 0.002 100 100 0.001 0.5 7801 TCGA -81 0.003816608106197698 0.00377396546683307 50 0.002 100 100 0.001 0.5 7801 TCGA -82 0.003816057996022276 0.003774267009426676 50 0.002 100 100 0.001 0.5 7801 TCGA -83 0.0038160846626806226 0.003773221904037511 50 0.002 100 100 0.001 0.5 7801 TCGA -84 0.003816034325236025 0.0037731961054661917 50 0.002 100 100 0.001 0.5 7801 TCGA -85 0.003816143183996301 0.003774934732612578 50 0.002 100 100 0.001 0.5 7801 TCGA -86 0.003816173226062264 0.003774426084236434 50 0.002 100 100 0.001 0.5 7801 TCGA -87 0.0038162187012992545 0.00377378227474664 50 0.002 100 100 0.001 0.5 7801 TCGA -88 0.003816085094972723 0.0037752794307754868 50 0.002 100 100 0.001 0.5 7801 TCGA -89 0.0038162491283583143 0.003774541791706304 50 0.002 100 100 0.001 0.5 7801 TCGA -90 0.003816193692367023 0.0037729131729440325 50 0.002 100 100 0.001 0.5 7801 TCGA -91 0.00381644137378024 0.003774045433044134 50 0.002 100 100 0.001 0.5 7801 TCGA -92 0.003816516939291793 0.0037735712038231405 50 0.002 100 100 0.001 0.5 7801 TCGA -93 0.0038165966287566733 0.0037749690932675673 50 0.002 100 100 0.001 0.5 7801 TCGA -94 0.0038165784033071712 0.0037737330000604218 50 0.002 100 100 0.001 0.5 7801 TCGA -95 0.0038165471115599574 0.0037741378200095354 50 0.002 100 100 0.001 0.5 7801 TCGA -96 0.003816666430962628 0.003773792373044557 50 0.002 100 100 0.001 0.5 7801 TCGA -97 0.003816216908796968 0.0037737790935078457 50 0.002 100 100 0.001 0.5 7801 TCGA -98 0.0038165107395099515 0.003774102730442531 50 0.002 100 100 0.001 0.5 7801 TCGA -99 0.003816410440777775 0.0037764350242500927 50 0.002 100 100 0.001 0.5 7801 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_100bs_100e_0.001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_100bs_100e_0.001s_0n_TCGA.tsv deleted file mode 100644 index 845157d0c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_100bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18395378864667075 0.15895805354393908 50 0.002 100 100 0.001 0.0 4200 TCGA -1 0.11397229145016038 0.06630692103100781 50 0.002 100 100 0.001 0.0 4200 TCGA -2 0.03814452469331443 0.01947604994004096 50 0.002 100 100 0.001 0.0 4200 TCGA -3 0.01255196522449789 0.008293606298765046 50 0.002 100 100 0.001 0.0 4200 TCGA -4 0.0064893413729797695 0.005452843523354986 50 0.002 100 100 0.001 0.0 4200 TCGA -5 0.004816505702195612 0.0045678345299321205 50 0.002 100 100 0.001 0.0 4200 TCGA -6 0.004254261607131444 0.00424106947459917 50 0.002 100 100 0.001 0.0 4200 TCGA -7 0.004032596655107659 0.004102368902265277 50 0.002 100 100 0.001 0.0 4200 TCGA -8 0.00393274616040909 0.004035998241105421 50 0.002 100 100 0.001 0.0 4200 TCGA -9 0.003882264002431186 0.004000795794529232 50 0.002 100 100 0.001 0.0 4200 TCGA -10 0.0038540703301681934 0.003980282644961198 50 0.002 100 100 0.001 0.0 4200 TCGA -11 0.0038370908682812256 0.003967531596371277 50 0.002 100 100 0.001 0.0 4200 TCGA -12 0.0038261842285888443 0.003959147853954653 50 0.002 100 100 0.001 0.0 4200 TCGA -13 0.0038188423533682854 0.003953487970328061 50 0.002 100 100 0.001 0.0 4200 TCGA -14 0.003813684347695552 0.003949453972336186 50 0.002 100 100 0.001 0.0 4200 TCGA -15 0.003810010760431486 0.003946363668533126 50 0.002 100 100 0.001 0.0 4200 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deleted file mode 100644 index f5cea1f39..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_100bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.10570228744170565 0.06296648103837392 50 0.002 100 100 0.0 0.5 7740 TCGA -1 0.06091511661365823 0.05844577849285686 50 0.002 100 100 0.0 0.5 7740 TCGA -2 0.057673881343315456 0.056092396827798395 50 0.002 100 100 0.0 0.5 7740 TCGA -3 0.054371287920456646 0.04636053688562096 50 0.002 100 100 0.0 0.5 7740 TCGA -4 0.008815179200048146 0.003920719146859556 50 0.002 100 100 0.0 0.5 7740 TCGA -5 0.00383360154899437 0.0038592821986288134 50 0.002 100 100 0.0 0.5 7740 TCGA -6 0.0037574892443553724 0.003776343816647952 50 0.002 100 100 0.0 0.5 7740 TCGA -7 0.0037056167748716062 0.0036889004975033165 50 0.002 100 100 0.0 0.5 7740 TCGA -8 0.0036452532882493135 0.003623261554026274 50 0.002 100 100 0.0 0.5 7740 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--git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_50bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_50bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index 3c7b5929d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.05594809250263155 0.004588583409411823 50 0.002 50 100 1e-06 0.0 3129 TCGA -1 0.004296168080129903 0.004164629514053015 50 0.002 50 100 1e-06 0.0 3129 TCGA -2 0.003994427411039959 0.0039242820395390746 50 0.002 50 100 1e-06 0.0 3129 TCGA -3 0.0038031351795512155 0.003821187691257602 50 0.002 50 100 1e-06 0.0 3129 TCGA -4 0.0037328179030169687 0.003760382631353697 50 0.002 50 100 1e-06 0.0 3129 TCGA -5 0.00368207128349875 0.0037085090099305065 50 0.002 50 100 1e-06 0.0 3129 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-90 0.0033427064279174384 0.0034144479575468666 50 0.002 50 100 1e-06 0.0 3129 TCGA -91 0.0033432296835899 0.0034226868219729796 50 0.002 50 100 1e-06 0.0 3129 TCGA -92 0.003341201777438032 0.0034170191812249433 50 0.002 50 100 1e-06 0.0 3129 TCGA -93 0.003343203046714332 0.003413791275681488 50 0.002 50 100 1e-06 0.0 3129 TCGA -94 0.0033420534052721095 0.0034161563740397367 50 0.002 50 100 1e-06 0.0 3129 TCGA -95 0.0033409188780445034 0.003415535859314341 50 0.002 50 100 1e-06 0.0 3129 TCGA -96 0.00334068253997184 0.0034194432196661306 50 0.002 50 100 1e-06 0.0 3129 TCGA -97 0.0033416187630090806 0.0034145924225262364 50 0.002 50 100 1e-06 0.0 3129 TCGA -98 0.0033404923743026865 0.00342269067830364 50 0.002 50 100 1e-06 0.0 3129 TCGA -99 0.0033428835453248734 0.0034241983351115156 50 0.002 50 100 1e-06 0.0 3129 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_50bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_50bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index e6800da43..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_50bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.12216383753690999 0.026166428526367375 50 0.002 50 100 0.001 0.1 6712 TCGA -1 0.009791703900088006 0.004708484971156372 50 0.002 50 100 0.001 0.1 6712 TCGA -2 0.004191880529828121 0.003959078034011638 50 0.002 50 100 0.001 0.1 6712 TCGA -3 0.0038949388926257274 0.003864574340878794 50 0.002 50 100 0.001 0.1 6712 TCGA -4 0.0038441025486912646 0.0038391684975250433 50 0.002 50 100 0.001 0.1 6712 TCGA -5 0.0038276022448882133 0.0038288428726601393 50 0.002 50 100 0.001 0.1 6712 TCGA -6 0.0038204000888186294 0.0038236758751261173 50 0.002 50 100 0.001 0.1 6712 TCGA -7 0.003816635040485241 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--- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_50bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.10676597734431507 0.013216077125439393 50 0.002 50 100 0.001 0.5 6056 TCGA -1 0.006293677937587446 0.004240836002793743 50 0.002 50 100 0.001 0.5 6056 TCGA -2 0.004061031134523437 0.003884025945342216 50 0.002 50 100 0.001 0.5 6056 TCGA -3 0.00389455555720297 0.0038143877120192476 50 0.002 50 100 0.001 0.5 6056 TCGA -4 0.0038523861538784713 0.0037895846906019813 50 0.002 50 100 0.001 0.5 6056 TCGA -5 0.0038360083738816163 0.003778816293223045 50 0.002 50 100 0.001 0.5 6056 TCGA -6 0.003828178963092009 0.00377303656265514 50 0.002 50 100 0.001 0.5 6056 TCGA -7 0.003824002311736194 0.0037697035358310793 50 0.002 50 100 0.001 0.5 6056 TCGA -8 0.0038215577769128454 0.0037683817597770662 50 0.002 50 100 0.001 0.5 6056 TCGA -9 0.003820055528651066 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0.002 50 100 0.0 0.1 2173 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_50bs_100e_0s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_50bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index 3637ef94c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_50bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.05801144950285193 0.003919560752397207 50 0.002 50 100 0.0 0.5 5348 TCGA -1 0.004124556891369631 0.0036095930193199882 50 0.002 50 100 0.0 0.5 5348 TCGA -2 0.003806354283763819 0.003450671187484983 50 0.002 50 100 0.0 0.5 5348 TCGA -3 0.0036113208812322685 0.0033257411671194 50 0.002 50 100 0.0 0.5 5348 TCGA -4 0.0034726112081202207 0.003203597902577726 50 0.002 50 100 0.0 0.5 5348 TCGA -5 0.0033783202165807813 0.0031155445355566303 50 0.002 50 100 0.0 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-92 0.0031111755348625166 0.0028721790973696127 50 0.002 50 100 0.0 0.5 5348 TCGA -93 0.003116121567868487 0.0028901902406509197 50 0.002 50 100 0.0 0.5 5348 TCGA -94 0.0031096334378140963 0.0028772978650303043 50 0.002 50 100 0.0 0.5 5348 TCGA -95 0.0031207468388626046 0.002909000924362534 50 0.002 50 100 0.0 0.5 5348 TCGA -96 0.003125511345596289 0.002877927373570563 50 0.002 50 100 0.0 0.5 5348 TCGA -97 0.003123566224239247 0.002875806557847627 50 0.002 50 100 0.0 0.5 5348 TCGA -98 0.0031178776002064377 0.002880527003757169 50 0.002 50 100 0.0 0.5 5348 TCGA -99 0.0031308984833125298 0.0028495722609436394 50 0.002 50 100 0.0 0.5 5348 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_50bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_50bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index cfc3f6ba7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_50z_0.002lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.05874934572599041 0.0036180195042947727 50 0.002 50 100 0.0 0.0 981 TCGA -1 0.0032584524206629617 0.003091508756630385 50 0.002 50 100 0.0 0.0 981 TCGA -2 0.002931805629156782 0.0028766627790846266 50 0.002 50 100 0.0 0.0 981 TCGA -3 0.0027713006341684152 0.002754829161748964 50 0.002 50 100 0.0 0.0 981 TCGA -4 0.002685504828628894 0.0026982184324001695 50 0.002 50 100 0.0 0.0 981 TCGA -5 0.0026386648957391064 0.002661886407371292 50 0.002 50 100 0.0 0.0 981 TCGA -6 0.002599125888905708 0.002627378781255915 50 0.002 50 100 0.0 0.0 981 TCGA -7 0.0025649024517964505 0.0026009489136312775 50 0.002 50 100 0.0 0.0 981 TCGA -8 0.0025402045756911513 0.002578609453364458 50 0.002 50 100 0.0 0.0 981 TCGA -9 0.002523293746763181 0.002564549055324877 50 0.002 50 100 0.0 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index d5444a38a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18842657046141614 0.1883840637290897 5 1e-05 100 100 1e-06 0.5 8101 TCGA -1 0.1884195632598059 0.18838330197274386 5 1e-05 100 100 1e-06 0.5 8101 TCGA -2 0.18841844691018306 0.18838073605269043 5 1e-05 100 100 1e-06 0.5 8101 TCGA -3 0.18839508983483205 0.1883115873264907 5 1e-05 100 100 1e-06 0.5 8101 TCGA -4 0.18826342907078578 0.18811516680909163 5 1e-05 100 100 1e-06 0.5 8101 TCGA -5 0.18802802637427338 0.18783540155120831 5 1e-05 100 100 1e-06 0.5 8101 TCGA -6 0.18774471302984655 0.18750048073092898 5 1e-05 100 100 1e-06 0.5 8101 TCGA -7 0.1873804033401356 0.18710959055016388 5 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file mode 100644 index 4ae1dc1ef..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00001lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.19907815689047423 0.18926973640918732 5 1e-05 100 100 0.001 0.1 6171 TCGA -1 0.18885363800901694 0.18861914040455266 5 1e-05 100 100 0.001 0.1 6171 TCGA -2 0.18857453667182106 0.1885103139296249 5 1e-05 100 100 0.001 0.1 6171 TCGA -3 0.18849915102704692 0.1884711935891578 5 1e-05 100 100 0.001 0.1 6171 TCGA -4 0.1884653642066742 0.1884507360170834 5 1e-05 100 100 0.001 0.1 6171 TCGA -5 0.1884498746117812 0.18844143042911837 5 1e-05 100 100 0.001 0.1 6171 TCGA -6 0.18844011648350067 0.1884345066307777 5 1e-05 100 100 0.001 0.1 6171 TCGA -7 0.1884339124310268 0.1884292700332613 5 1e-05 100 100 0.001 0.1 6171 TCGA -8 0.18842983904168573 0.18842446062732582 5 1e-05 100 100 0.001 0.1 6171 TCGA -9 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e22f81c73..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00001lr_100bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1891896364455085 0.18846190612220284 5 1e-05 100 100 0.001 0.0 4488 TCGA -1 0.18845405856976752 0.1884289271567934 5 1e-05 100 100 0.001 0.0 4488 TCGA -2 0.18843050080027507 0.18842032664085753 5 1e-05 100 100 0.001 0.0 4488 TCGA -3 0.18842349930032581 0.1884168198510031 5 1e-05 100 100 0.001 0.0 4488 TCGA -4 0.18842041216194397 0.1884151502470275 5 1e-05 100 100 0.001 0.0 4488 TCGA -5 0.1884184331533459 0.18841432828699525 5 1e-05 100 100 0.001 0.0 4488 TCGA -6 0.18841799503026604 0.18841377162753636 5 1e-05 100 100 0.001 0.0 4488 TCGA -7 0.18841722020481244 0.18841335881295515 5 1e-05 100 100 0.001 0.0 4488 TCGA -8 0.18841662300905088 0.1884130493330596 5 1e-05 100 100 0.001 0.0 4488 TCGA -9 0.1884162466861212 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0.11683222951002456 5 1e-05 100 100 0.0 0.0 4844 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00001lr_50bs_100e_0.000001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00001lr_50bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index 7e4ebfaf1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00001lr_50bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18841873502203071 0.1883956867097011 5 1e-05 50 100 1e-06 0.1 9479 TCGA -1 0.18827818328613868 0.18798079944435675 5 1e-05 50 100 1e-06 0.1 9479 TCGA -2 0.18740743292383963 0.18660704843962012 5 1e-05 50 100 1e-06 0.1 9479 TCGA -3 0.185683152076921 0.18455188522985833 5 1e-05 50 100 1e-06 0.1 9479 TCGA -4 0.1834709730158561 0.18212018525181103 5 1e-05 50 100 1e-06 0.1 9479 TCGA -5 0.18094592286228722 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-56 0.12352942643167983 0.12157520180072018 5 1e-05 50 100 1e-06 0.1 9479 TCGA -57 0.12299806710475257 0.12108792431989507 5 1e-05 50 100 1e-06 0.1 9479 TCGA -58 0.12241836812150493 0.12059886547638543 5 1e-05 50 100 1e-06 0.1 9479 TCGA -59 0.12196089445676425 0.12011228322084226 5 1e-05 50 100 1e-06 0.1 9479 TCGA -60 0.12130904398032738 0.11961628564039067 5 1e-05 50 100 1e-06 0.1 9479 TCGA -61 0.12099836219839386 0.11912250159373834 5 1e-05 50 100 1e-06 0.1 9479 TCGA -62 0.12053403082766402 0.1186228075144279 5 1e-05 50 100 1e-06 0.1 9479 TCGA -63 0.11991516814735242 0.11811774531051741 5 1e-05 50 100 1e-06 0.1 9479 TCGA -64 0.1194456033171627 0.11760893228215788 5 1e-05 50 100 1e-06 0.1 9479 TCGA -65 0.1189156288493357 0.11708956017116805 5 1e-05 50 100 1e-06 0.1 9479 TCGA -66 0.1183244552733989 0.11656084641739352 5 1e-05 50 100 1e-06 0.1 9479 TCGA -67 0.11761710495305575 0.1160208926578263 5 1e-05 50 100 1e-06 0.1 9479 TCGA -68 0.1173667857900157 0.11547684104149065 5 1e-05 50 100 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0.09601298811622916 0.09378483913951184 5 1e-05 50 100 1e-06 0.1 9479 TCGA -95 0.09531375509159203 0.09279635975408794 5 1e-05 50 100 1e-06 0.1 9479 TCGA -96 0.09403986358402402 0.09182156869514503 5 1e-05 50 100 1e-06 0.1 9479 TCGA -97 0.0933761081110155 0.09087774868886075 5 1e-05 50 100 1e-06 0.1 9479 TCGA -98 0.09234301367499544 0.08995991413617253 5 1e-05 50 100 1e-06 0.1 9479 TCGA -99 0.09159789751757334 0.08907206828270725 5 1e-05 50 100 1e-06 0.1 9479 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00001lr_50bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00001lr_50bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index 74ddb8ab6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00001lr_50bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 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-89 0.11359503529678965 0.10443912880804071 5 1e-05 50 100 1e-06 0.5 9209 TCGA -90 0.11312053917687524 0.10361057355176265 5 1e-05 50 100 1e-06 0.5 9209 TCGA -91 0.11218738723980794 0.1027701745305828 5 1e-05 50 100 1e-06 0.5 9209 TCGA -92 0.11150574742689877 0.10191871330666183 5 1e-05 50 100 1e-06 0.5 9209 TCGA -93 0.11102626494167639 0.10106003778663712 5 1e-05 50 100 1e-06 0.5 9209 TCGA -94 0.10963658810340476 0.10018820671280425 5 1e-05 50 100 1e-06 0.5 9209 TCGA -95 0.10955135335991699 0.09932280788619315 5 1e-05 50 100 1e-06 0.5 9209 TCGA -96 0.10863000766908182 0.098449580783221 5 1e-05 50 100 1e-06 0.5 9209 TCGA -97 0.10773084970830021 0.0975808754338691 5 1e-05 50 100 1e-06 0.5 9209 TCGA -98 0.10721527163252419 0.09671704538503484 5 1e-05 50 100 1e-06 0.5 9209 TCGA -99 0.10649258105573091 0.09585864478769014 5 1e-05 50 100 1e-06 0.5 9209 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00001lr_50bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00001lr_50bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index 0ba3a6ef3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00001lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18842408755771922 0.18835133269204565 5 1e-05 50 100 1e-06 0.0 5821 TCGA -1 0.1884042881607996 0.1882342864670346 5 1e-05 50 100 1e-06 0.0 5821 TCGA -2 0.18778495224595457 0.18696189832747281 5 1e-05 50 100 1e-06 0.0 5821 TCGA -3 0.18604045944004163 0.18484268011759275 5 1e-05 50 100 1e-06 0.0 5821 TCGA -4 0.1837137474310772 0.18232459316601107 5 1e-05 50 100 1e-06 0.0 5821 TCGA -5 0.1810941705065442 0.17960230339711636 5 1e-05 50 100 1e-06 0.0 5821 TCGA -6 0.17834075383541773 0.17680702234931928 5 1e-05 50 100 1e-06 0.0 5821 TCGA -7 0.1755576923594356 0.1740215564492959 5 1e-05 50 100 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-33 0.13476046141249912 0.13402091475886915 5 1e-05 50 100 1e-06 0.0 5821 TCGA -34 0.1339666062296734 0.13323542617972772 5 1e-05 50 100 1e-06 0.0 5821 TCGA -35 0.13319910023345227 0.1324776000712984 5 1e-05 50 100 1e-06 0.0 5821 TCGA -36 0.13245536564769378 0.13174195864691807 5 1e-05 50 100 1e-06 0.0 5821 TCGA -37 0.13173469171744662 0.13102818770923808 5 1e-05 50 100 1e-06 0.0 5821 TCGA -38 0.1310338660640527 0.1303350586987021 5 1e-05 50 100 1e-06 0.0 5821 TCGA -39 0.13035244326770326 0.12966120939458434 5 1e-05 50 100 1e-06 0.0 5821 TCGA -40 0.12968956275182664 0.12900585025998215 5 1e-05 50 100 1e-06 0.0 5821 TCGA -41 0.12904462909369827 0.12836783315668154 5 1e-05 50 100 1e-06 0.0 5821 TCGA -42 0.12841485083795096 0.12774255819356622 5 1e-05 50 100 1e-06 0.0 5821 TCGA -43 0.12779849854424033 0.12713156011535895 5 1e-05 50 100 1e-06 0.0 5821 TCGA -44 0.1271951342499912 0.12653220665814288 5 1e-05 50 100 1e-06 0.0 5821 TCGA -45 0.1266047398963402 0.1259461624089198 5 1e-05 50 100 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00001lr_50bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18853649614292112 0.18845807772185935 5 1e-05 50 100 0.001 0.5 1403 TCGA -1 0.18841659131892652 0.18845384406983554 5 1e-05 50 100 0.001 0.5 1403 TCGA -2 0.18841347904699776 0.1884525758237695 5 1e-05 50 100 0.001 0.5 1403 TCGA -3 0.188412108687381 0.18845136935387424 5 1e-05 50 100 0.001 0.5 1403 TCGA -4 0.18841066045385343 0.18844945182153328 5 1e-05 50 100 0.001 0.5 1403 TCGA -5 0.1884084880262204 0.18844651382173125 5 1e-05 50 100 0.001 0.5 1403 TCGA -6 0.18840514222071206 0.18844230795026423 5 1e-05 50 100 0.001 0.5 1403 TCGA -7 0.18840041173490407 0.1884365943658292 5 1e-05 50 100 0.001 0.5 1403 TCGA -8 0.18839416524763553 0.18842909653582166 5 1e-05 50 100 0.001 0.5 1403 TCGA -9 0.18838597144189323 0.1884198375982256 5 1e-05 50 100 0.001 0.5 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00001lr_50bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18834132820164895 0.18813449301611837 5 1e-05 50 100 0.0 0.5 4667 TCGA -1 0.18758086611854935 0.18675228459152146 5 1e-05 50 100 0.0 0.5 4667 TCGA -2 0.18574927804798458 0.18438719115664612 5 1e-05 50 100 0.0 0.5 4667 TCGA -3 0.18323575675267967 0.18143996850929067 5 1e-05 50 100 0.0 0.5 4667 TCGA -4 0.18015380545690504 0.17814858220330435 5 1e-05 50 100 0.0 0.5 4667 TCGA -5 0.1772170502292031 0.17482367659633483 5 1e-05 50 100 0.0 0.5 4667 TCGA -6 0.17408904923247312 0.17153553417579612 5 1e-05 50 100 0.0 0.5 4667 TCGA -7 0.17115461434127363 0.16839851191894492 5 1e-05 50 100 0.0 0.5 4667 TCGA -8 0.16827698942606092 0.1654365980744961 5 1e-05 50 100 0.0 0.5 4667 TCGA -9 0.16573864936110083 0.16266295471083578 5 1e-05 50 100 0.0 0.5 4667 TCGA -10 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00001lr_50bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00001lr_50bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index e5e35d2ec..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00001lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1883648524347966 0.18820206603812212 5 1e-05 50 100 0.0 0.0 4140 TCGA -1 0.18773108326752733 0.1869455166348261 5 1e-05 50 100 0.0 0.0 4140 TCGA -2 0.18582482604539238 0.184469991368265 5 1e-05 50 100 0.0 0.0 4140 TCGA -3 0.1829645062117641 0.1812960979477245 5 1e-05 50 100 0.0 0.0 4140 TCGA -4 0.1795923730327503 0.17778300243106918 5 1e-05 50 100 0.0 0.0 4140 TCGA -5 0.1760162945380633 0.17418963173825538 5 1e-05 50 100 0.0 0.0 4140 TCGA -6 0.17244585661107587 0.170674553543479 5 1e-05 50 100 0.0 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18841236733787492 0.18846444493562134 5 5e-05 100 100 1e-06 0.5 4046 TCGA -1 0.1884026731636684 0.1884523244509146 5 5e-05 100 100 1e-06 0.5 4046 TCGA -2 0.18837749731668418 0.1884084639687035 5 5e-05 100 100 1e-06 0.5 4046 TCGA -3 0.18830438968838292 0.1882993379729477 5 5e-05 100 100 1e-06 0.5 4046 TCGA -4 0.18815063449577743 0.18809537896558867 5 5e-05 100 100 1e-06 0.5 4046 TCGA -5 0.1878922256554912 0.18777866107435082 5 5e-05 100 100 1e-06 0.5 4046 TCGA -6 0.18751679486609127 0.18734198823646087 5 5e-05 100 100 1e-06 0.5 4046 TCGA -7 0.187020856499978 0.18678510301376708 5 5e-05 100 100 1e-06 0.5 4046 TCGA -8 0.18640629561641464 0.18611165454339743 5 5e-05 100 100 1e-06 0.5 4046 TCGA -9 0.18567777654830334 0.18532712053713488 5 5e-05 100 100 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mode 100644 index 7be185b77..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.190137633680632 0.1884258501793272 5 5e-05 100 100 0.001 0.1 7487 TCGA -1 0.18841721244237028 0.18842551546480188 5 5e-05 100 100 0.001 0.1 7487 TCGA -2 0.1884167065663268 0.18842505203120075 5 5e-05 100 100 0.001 0.1 7487 TCGA -3 0.18841615135627926 0.18842449177749193 5 5e-05 100 100 0.001 0.1 7487 TCGA -4 0.18841531943604276 0.18842398229256346 5 5e-05 100 100 0.001 0.1 7487 TCGA -5 0.18841415357943664 0.18842305100742895 5 5e-05 100 100 0.001 0.1 7487 TCGA -6 0.18841245413352128 0.1884213387217354 5 5e-05 100 100 0.001 0.1 7487 TCGA -7 0.1884099373009498 0.18841822587665003 5 5e-05 100 100 0.001 0.1 7487 TCGA -8 0.18840561943376738 0.1884127273481695 5 5e-05 100 100 0.001 0.1 7487 TCGA -9 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num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18813806081978468 0.18727307530803297 5 5e-05 100 100 0.0 0.5 4 TCGA -1 0.18505173456370796 0.18141290904888555 5 5e-05 100 100 0.0 0.5 4 TCGA -2 0.17809540368487678 0.17270316460623814 5 5e-05 100 100 0.0 0.5 4 TCGA -3 0.17026840337140578 0.16439892591244012 5 5e-05 100 100 0.0 0.5 4 TCGA -4 0.16367439642417164 0.15758691443570294 5 5e-05 100 100 0.0 0.5 4 TCGA -5 0.15844334864712198 0.15203242655375496 5 5e-05 100 100 0.0 0.5 4 TCGA -6 0.15421484989577844 0.1475312747248453 5 5e-05 100 100 0.0 0.5 4 TCGA -7 0.15076561247195394 0.1438492004146528 5 5e-05 100 100 0.0 0.5 4 TCGA -8 0.1476919038868041 0.14059950553592127 5 5e-05 100 100 0.0 0.5 4 TCGA -9 0.14531718869768945 0.13791151254919906 5 5e-05 100 100 0.0 0.5 4 TCGA -10 0.1432311943328757 0.1354024347348429 5 5e-05 100 100 0.0 0.5 4 TCGA -11 0.14103854211004255 0.13326036031521746 5 5e-05 100 100 0.0 0.5 4 TCGA -12 0.13897050792902943 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val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18791429930658582 0.18659858248341624 5 5e-05 100 100 0.0 0.0 4779 TCGA -1 0.18311644027755788 0.17882971308339182 5 5e-05 100 100 0.0 0.0 4779 TCGA -2 0.17387649989917164 0.16893754240555978 5 5e-05 100 100 0.0 0.0 4779 TCGA -3 0.1644492557184786 0.16024130725081842 5 5e-05 100 100 0.0 0.0 4779 TCGA -4 0.15668041711873357 0.15337728435669712 5 5e-05 100 100 0.0 0.0 4779 TCGA -5 0.1506055592509276 0.14801456498440785 5 5e-05 100 100 0.0 0.0 4779 TCGA -6 0.14584020685472318 0.14376744313455705 5 5e-05 100 100 0.0 0.0 4779 TCGA -7 0.14202377949093373 0.14032176638667906 5 5e-05 100 100 0.0 0.0 4779 TCGA -8 0.13888993505847974 0.13745124975041528 5 5e-05 100 100 0.0 0.0 4779 TCGA -9 0.13624437516096755 0.13498831401817762 5 5e-05 100 100 0.0 0.0 4779 TCGA -10 0.1339557349103039 0.13283392487458848 5 5e-05 100 100 0.0 0.0 4779 TCGA -11 0.13192658066144144 0.13090045675260936 5 5e-05 100 100 0.0 0.0 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index 2a63055e6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18841013933568013 0.1883929209343752 5 5e-05 50 100 1e-06 0.1 5361 TCGA -1 0.18828317748873558 0.1881134444894503 5 5e-05 50 100 1e-06 0.1 5361 TCGA -2 0.18778814853255618 0.18738471473281706 5 5e-05 50 100 1e-06 0.1 5361 TCGA -3 0.18682632339574196 0.1861892556724836 5 5e-05 50 100 1e-06 0.1 5361 TCGA -4 0.18541566134563633 0.18456657687623299 5 5e-05 50 100 1e-06 0.1 5361 TCGA -5 0.1836008796725559 0.18256276598827323 5 5e-05 50 100 1e-06 0.1 5361 TCGA -6 0.18142602479521724 0.18021925722234813 5 5e-05 50 100 1e-06 0.1 5361 TCGA -7 0.17892973673690948 0.17757195151930477 5 5e-05 50 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50 100 1e-06 0.1 5361 TCGA -83 0.005068972164675392 0.004970801273482529 5 5e-05 50 100 1e-06 0.1 5361 TCGA -84 0.0049577271841792425 0.004864537257738598 5 5e-05 50 100 1e-06 0.1 5361 TCGA -85 0.004856461577781916 0.0047678057099669125 5 5e-05 50 100 1e-06 0.1 5361 TCGA -86 0.0047643230940041794 0.004679779472980817 5 5e-05 50 100 1e-06 0.1 5361 TCGA -87 0.00468051671368068 0.004599699724802569 5 5e-05 50 100 1e-06 0.1 5361 TCGA -88 0.004604258678343306 0.004526774087761664 5 5e-05 50 100 1e-06 0.1 5361 TCGA -89 0.004534878117691521 0.00446050512094294 5 5e-05 50 100 1e-06 0.1 5361 TCGA -90 0.004471801277453801 0.004400158254195697 5 5e-05 50 100 1e-06 0.1 5361 TCGA -91 0.004414425913401664 0.004345325556532223 5 5e-05 50 100 1e-06 0.1 5361 TCGA -92 0.0043622371418642145 0.0042954031775831875 5 5e-05 50 100 1e-06 0.1 5361 TCGA -93 0.004314762418171763 0.004249985917148429 5 5e-05 50 100 1e-06 0.1 5361 TCGA -94 0.00427159145226504 0.004208694237878724 5 5e-05 50 100 1e-06 0.1 5361 TCGA -95 0.004232320468197086 0.004171126384063432 5 5e-05 50 100 1e-06 0.1 5361 TCGA -96 0.004196608177228111 0.004136925525776106 5 5e-05 50 100 1e-06 0.1 5361 TCGA -97 0.004164111435873669 0.004105816272335436 5 5e-05 50 100 1e-06 0.1 5361 TCGA -98 0.004134554136253395 0.004077523389840546 5 5e-05 50 100 1e-06 0.1 5361 TCGA -99 0.0041076677327919284 0.004051754019461834 5 5e-05 50 100 1e-06 0.1 5361 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index c120772fa..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18795045772352206 0.18581895957041025 5 5e-05 50 100 1e-06 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index 126e1c985..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18841135946118762 0.18836383783637578 5 5e-05 50 100 1e-06 0.0 8447 TCGA -1 0.18826214600579388 0.18803969437453016 5 5e-05 50 100 1e-06 0.0 8447 TCGA -2 0.18770653221813186 0.18724167646475173 5 5e-05 50 100 1e-06 0.0 8447 TCGA -3 0.1866780362739695 0.18598575388366853 5 5e-05 50 100 1e-06 0.0 8447 TCGA -4 0.18521503192836358 0.18431943602597894 5 5e-05 50 100 1e-06 0.0 8447 TCGA -5 0.18336368307183532 0.18228617153275553 5 5e-05 50 100 1e-06 0.0 8447 TCGA -6 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-69 0.008400263764377497 0.00818039963592836 5 5e-05 50 100 1e-06 0.0 8447 TCGA -70 0.008001610927574003 0.007798915026924718 5 5e-05 50 100 1e-06 0.0 8447 TCGA -71 0.007636235431539406 0.007449355804777924 5 5e-05 50 100 1e-06 0.0 8447 TCGA -72 0.007301587085534298 0.007129329825334962 5 5e-05 50 100 1e-06 0.0 8447 TCGA -73 0.006995275184197782 0.006836475965908574 5 5e-05 50 100 1e-06 0.0 8447 TCGA -74 0.0067151265625001655 0.006568704794942584 5 5e-05 50 100 1e-06 0.0 8447 TCGA -75 0.006459094706237922 0.006324071514340651 5 5e-05 50 100 1e-06 0.0 8447 TCGA -76 0.006225235688223901 0.006100668265348553 5 5e-05 50 100 1e-06 0.0 8447 TCGA -77 0.006011704985376267 0.0058967513125857815 5 5e-05 50 100 1e-06 0.0 8447 TCGA -78 0.005816908706886479 0.005710736609733285 5 5e-05 50 100 1e-06 0.0 8447 TCGA -79 0.005639229794738199 0.005541074574087283 5 5e-05 50 100 1e-06 0.0 8447 TCGA -80 0.005477251179001952 0.005386474979900985 5 5e-05 50 100 1e-06 0.0 8447 TCGA -81 0.005329603892782744 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50 100 1e-06 0.0 8447 TCGA -94 0.0042722894416570845 0.004236108782565474 5 5e-05 50 100 1e-06 0.0 8447 TCGA -95 0.004232823530209757 0.004198386853364245 5 5e-05 50 100 1e-06 0.0 8447 TCGA -96 0.004196906778955183 0.004164070885478701 5 5e-05 50 100 1e-06 0.0 8447 TCGA -97 0.004164228774721531 0.004132864783850297 5 5e-05 50 100 1e-06 0.0 8447 TCGA -98 0.004134502577169098 0.004104413744998188 5 5e-05 50 100 1e-06 0.0 8447 TCGA -99 0.004107453757506153 0.004078570919476412 5 5e-05 50 100 1e-06 0.0 8447 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index 0603ea8f1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0.001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index 1db07b67b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18877741786428748 0.18843663030832855 5 5e-05 50 100 0.001 0.5 8251 TCGA -1 0.18840665968750614 0.18841550233376086 5 5e-05 50 100 0.001 0.5 8251 TCGA -2 0.18835874508768205 0.1883299293080766 5 5e-05 50 100 0.001 0.5 8251 TCGA -3 0.18822305438534226 0.188136875255024 5 5e-05 50 100 0.001 0.5 8251 TCGA -4 0.1879663702808649 0.18781237768467945 5 5e-05 50 100 0.001 0.5 8251 TCGA -5 0.18757163731996496 0.1873446634816165 5 5e-05 50 100 0.001 0.5 8251 TCGA -6 0.18703059810209066 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-94 0.00484934219192763 0.004825837919535349 5 5e-05 50 100 0.001 0.5 8251 TCGA -95 0.004745868382126572 0.004728125976913388 5 5e-05 50 100 0.001 0.5 8251 TCGA -96 0.004652850878336477 0.004640375207828816 5 5e-05 50 100 0.001 0.5 8251 TCGA -97 0.0045691866873414115 0.004561468659333847 5 5e-05 50 100 0.001 0.5 8251 TCGA -98 0.004494022333241674 0.00449061530862172 5 5e-05 50 100 0.001 0.5 8251 TCGA -99 0.004426472133908303 0.00442695479381399 5 5e-05 50 100 0.001 0.5 8251 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0.001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0.001s_0n_TCGA.tsv deleted file mode 100644 index a468e9df2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 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e99094687..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18612408111079196 0.18010489949628936 5 5e-05 50 100 0.0 0.1 6514 TCGA -1 0.17036746379613 0.16090612023619552 5 5e-05 50 100 0.0 0.1 6514 TCGA -2 0.1545273938646326 0.14836627394709756 5 5e-05 50 100 0.0 0.1 6514 TCGA -3 0.14483805729955923 0.14058793908986614 5 5e-05 50 100 0.0 0.1 6514 TCGA -4 0.13850585525024414 0.1352355280263939 5 5e-05 50 100 0.0 0.1 6514 TCGA -5 0.13391755081531073 0.13117754451893082 5 5e-05 50 100 0.0 0.1 6514 TCGA -6 0.1301759937596196 0.1278259977323925 5 5e-05 50 100 0.0 0.1 6514 TCGA -7 0.1270358801081 0.12465609033503125 5 5e-05 50 100 0.0 0.1 6514 TCGA -8 0.12385371136707259 0.12147599571014768 5 5e-05 50 100 0.0 0.1 6514 TCGA -9 0.12047732989677482 0.11781713482572805 5 5e-05 50 100 0.0 0.1 6514 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-23 0.07549501419855768 0.07457117197202079 5 5e-05 50 100 0.0 0.1 6514 TCGA -24 0.07540292126590326 0.07448724279152089 5 5e-05 50 100 0.0 0.1 6514 TCGA -25 0.07521851487538421 0.0744314632523599 5 5e-05 50 100 0.0 0.1 6514 TCGA -26 0.07514115622555495 0.07439464495409673 5 5e-05 50 100 0.0 0.1 6514 TCGA -27 0.07503004533206795 0.07437003475038251 5 5e-05 50 100 0.0 0.1 6514 TCGA -28 0.07504069167450744 0.07435359963070808 5 5e-05 50 100 0.0 0.1 6514 TCGA -29 0.07500502062733384 0.0743419674023911 5 5e-05 50 100 0.0 0.1 6514 TCGA -30 0.07493478741123814 0.07433331806456024 5 5e-05 50 100 0.0 0.1 6514 TCGA -31 0.07490493330902015 0.07432617980930674 5 5e-05 50 100 0.0 0.1 6514 TCGA -32 0.07490995044799532 0.07432207817108787 5 5e-05 50 100 0.0 0.1 6514 TCGA -33 0.07488684490687321 0.07431824643857515 5 5e-05 50 100 0.0 0.1 6514 TCGA -34 0.07489552821551121 0.07431666747709016 5 5e-05 50 100 0.0 0.1 6514 TCGA -35 0.07485840229007971 0.07431285113245997 5 5e-05 50 100 0.0 0.1 6514 TCGA 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index 35203945f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1864788912744817 0.1803538704936828 5 5e-05 50 100 0.0 0.5 5188 TCGA -1 0.17223682833284734 0.16196646709837506 5 5e-05 50 100 0.0 0.5 5188 TCGA -2 0.15812026246016625 0.14984732881263274 5 5e-05 50 100 0.0 0.5 5188 TCGA -3 0.1496214552248465 0.1420952734635703 5 5e-05 50 100 0.0 0.5 5188 TCGA -4 0.14362372037841215 0.1366614212642363 5 5e-05 50 100 0.0 0.5 5188 TCGA -5 0.13973625100594383 0.13252174652102006 5 5e-05 50 100 0.0 0.5 5188 TCGA -6 0.13604724188643463 0.1291172056641411 5 5e-05 50 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-98 0.07950888772633662 0.0764147498499808 5 5e-05 50 100 0.0 0.5 5188 TCGA -99 0.07920535030771758 0.07637629493247325 5 5e-05 50 100 0.0 0.5 5188 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index 503052bc5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.00005lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1860833069514797 0.18048978473373395 5 5e-05 50 100 0.0 0.0 5264 TCGA -1 0.17196608671673388 0.16357601272999941 5 5e-05 50 100 0.0 0.0 5264 TCGA -2 0.156987471164823 0.15126353779330326 5 5e-05 50 100 0.0 0.0 5264 TCGA -3 0.14688511298748383 0.14319389422035697 5 5e-05 50 100 0.0 0.0 5264 TCGA -4 0.14005384522432301 0.1375329822451625 5 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632 TCGA -99 0.003806830105396826 0.0038622231901291027 5 0.0005 100 100 1e-06 0.1 632 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0005lr_100bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0005lr_100bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index 649e99233..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0005lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.188090262663246 0.1868611704464534 5 0.0005 100 100 1e-06 0.5 6074 TCGA -1 0.18257654966327652 0.17599109990812425 5 0.0005 100 100 1e-06 0.5 6074 TCGA -2 0.16610462598661477 0.15422941220166095 5 0.0005 100 100 1e-06 0.5 6074 TCGA -3 0.14066484603768467 0.1259175917161769 5 0.0005 100 100 1e-06 0.5 6074 TCGA -4 0.11137692440595993 0.09654618956934867 5 0.0005 100 100 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0005lr_100bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0005lr_100bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index 39c3df8bb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0005lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18809899777749484 0.18713276103213805 5 0.0005 100 100 1e-06 0.0 1395 TCGA -1 0.18293819156445115 0.17676051335418644 5 0.0005 100 100 1e-06 0.0 1395 TCGA -2 0.16688515737241952 0.15526485151082428 5 0.0005 100 100 1e-06 0.0 1395 TCGA -3 0.14158128500516984 0.1269380032417163 5 0.0005 100 100 1e-06 0.0 1395 TCGA -4 0.11220491995122472 0.09738067380297723 5 0.0005 100 100 1e-06 0.0 1395 TCGA -5 0.08403989526210638 0.07123676844727454 5 0.0005 100 100 1e-06 0.0 1395 TCGA -6 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0005lr_100bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index a353893ed..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0005lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1888109151557136 0.18843277540039177 5 0.0005 100 100 0.001 0.1 8645 TCGA -1 0.18828708560974527 0.18821715035630232 5 0.0005 100 100 0.001 0.1 8645 TCGA -2 0.18779479121374146 0.18732022407965446 5 0.0005 100 100 0.001 0.1 8645 TCGA -3 0.1862495315984392 0.18496367919385134 5 0.0005 100 100 0.001 0.1 8645 TCGA -4 0.18285912202796123 0.180388538307281 5 0.0005 100 100 0.001 0.1 8645 TCGA -5 0.17698319842439103 0.17311312857285216 5 0.0005 100 100 0.001 0.1 8645 TCGA -6 0.16834148974846563 0.1630757631518733 5 0.0005 100 100 0.001 0.1 8645 TCGA -7 0.15708334382217182 0.1506313113261707 5 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0005lr_50bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0005lr_50bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index 77d5373d9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0005lr_50bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.17133062196564283 0.13992857416371005 5 0.0005 50 100 1e-06 0.5 2346 TCGA -1 0.13405682285098922 0.1014098416096601 5 0.0005 50 100 1e-06 0.5 2346 TCGA -2 0.09350501826773772 0.06399737987386521 5 0.0005 50 100 1e-06 0.5 2346 TCGA -3 0.055556096719127375 0.035486901450396784 5 0.0005 50 100 1e-06 0.5 2346 TCGA -4 0.029901611951038114 0.019140821755231924 5 0.0005 50 100 1e-06 0.5 2346 TCGA -5 0.016778487671810758 0.011429144027432305 5 0.0005 50 100 1e-06 0.5 2346 TCGA -6 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0005lr_50bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index dc98789e0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0005lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18514668971769166 0.17547362668430386 5 0.0005 50 100 1e-06 0.0 2468 TCGA -1 0.15243264656704789 0.12490571061869961 5 0.0005 50 100 1e-06 0.0 2468 TCGA -2 0.0965007069958402 0.07004675347751109 5 0.0005 50 100 1e-06 0.0 2468 TCGA -3 0.05117039035085536 0.035824345864692526 5 0.0005 50 100 1e-06 0.0 2468 TCGA -4 0.026652749967341884 0.019531196572972302 5 0.0005 50 100 1e-06 0.0 2468 TCGA -5 0.015387635058072118 0.012157546234640045 5 0.0005 50 100 1e-06 0.0 2468 TCGA -6 0.010195146402224976 0.008638343118580442 5 0.0005 50 100 1e-06 0.0 2468 TCGA -7 0.007630099111810145 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TCGA -17 0.004048798156136886 0.0039435940778266695 5 0.0005 50 100 0.0 0.1 5903 TCGA -18 0.0040080116110348535 0.003930271042735508 5 0.0005 50 100 0.0 0.1 5903 TCGA -19 0.00399585647303401 0.003920916254964456 5 0.0005 50 100 0.0 0.1 5903 TCGA -20 0.0039757685379779775 0.003904945389063439 5 0.0005 50 100 0.0 0.1 5903 TCGA -21 0.003957971597929479 0.003895448793390363 5 0.0005 50 100 0.0 0.1 5903 TCGA -22 0.0039392098810851 0.003884176460408311 5 0.0005 50 100 0.0 0.1 5903 TCGA -23 0.003922170808420079 0.003877771743362648 5 0.0005 50 100 0.0 0.1 5903 TCGA -24 0.003903942935441934 0.0038675345859523094 5 0.0005 50 100 0.0 0.1 5903 TCGA -25 0.003892468702459097 0.00386391424962399 5 0.0005 50 100 0.0 0.1 5903 TCGA -26 0.0038719349029057207 0.0038549006207560625 5 0.0005 50 100 0.0 0.1 5903 TCGA -27 0.003863358689970642 0.003850104307156786 5 0.0005 50 100 0.0 0.1 5903 TCGA -28 0.0038469403673731394 0.0038379472153888426 5 0.0005 50 100 0.0 0.1 5903 TCGA -29 0.003832765224596912 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0015lr_100bs_100e_0.000001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0015lr_100bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index baff59611..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0015lr_100bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18297377666174694 0.16615795175633838 5 0.0015 100 100 1e-06 0.1 7112 TCGA -1 0.1265034176910718 0.08191364984865764 5 0.0015 100 100 1e-06 0.1 7112 TCGA -2 0.05049017739398749 0.027657012356885113 5 0.0015 100 100 1e-06 0.1 7112 TCGA -3 0.018307778707063314 0.012034183017085845 5 0.0015 100 100 1e-06 0.1 7112 TCGA -4 0.00940829358086612 0.007476010102422992 5 0.0015 100 100 1e-06 0.1 7112 TCGA -5 0.006547275151508949 0.005777475447510954 5 0.0015 100 100 1e-06 0.1 7112 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0015lr_100bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0015lr_100bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index 1a310a290..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0015lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1834623755814175 0.16780909648792228 5 0.0015 100 100 1e-06 0.5 816 TCGA -1 0.12878205640093265 0.08401031945668273 5 0.0015 100 100 1e-06 0.5 816 TCGA -2 0.05174989091655095 0.028141352876871077 5 0.0015 100 100 1e-06 0.5 816 TCGA -3 0.01853090888927765 0.012033207210988255 5 0.0015 100 100 1e-06 0.5 816 TCGA -4 0.009411976439384564 0.007401010585508904 5 0.0015 100 100 1e-06 0.5 816 TCGA -5 0.006523506031097735 0.005697512421195382 5 0.0015 100 100 1e-06 0.5 816 TCGA -6 0.00536026116601939 0.004927293776567258 5 0.0015 100 100 1e-06 0.5 816 TCGA -7 0.0047975036977078315 0.004523536852612417 5 0.0015 100 100 1e-06 0.5 816 TCGA -8 0.004487541038750893 0.004288258623032264 5 0.0015 100 100 1e-06 0.5 816 TCGA -9 0.004300124560784162 0.004140081176599815 5 0.0015 100 100 1e-06 0.5 816 TCGA -10 0.004178813607197533 0.004041080236734457 5 0.0015 100 100 1e-06 0.5 816 TCGA -11 0.004096127926861718 0.003972147338691369 5 0.0015 100 100 1e-06 0.5 816 TCGA -12 0.004037444963668696 0.003922383160559676 5 0.0015 100 100 1e-06 0.5 816 TCGA -13 0.003994503588657791 0.0038853244699219515 5 0.0015 100 100 1e-06 0.5 816 TCGA -14 0.003962229966915847 0.003857179424355752 5 0.0015 100 100 1e-06 0.5 816 TCGA -15 0.003937450894560548 0.0038353242670377745 5 0.0015 100 100 1e-06 0.5 816 TCGA -16 0.003918023868608949 0.003818061501115336 5 0.0015 100 100 1e-06 0.5 816 TCGA -17 0.003902647288239439 0.0038042075091963587 5 0.0015 100 100 1e-06 0.5 816 TCGA -18 0.003890257836277405 0.0037932095560128214 5 0.0015 100 100 1e-06 0.5 816 TCGA -19 0.003880220498159513 0.0037842309640617527 5 0.0015 100 100 1e-06 0.5 816 TCGA -20 0.0038719015607467096 0.003776299221974671 5 0.0015 100 100 1e-06 0.5 816 TCGA -21 0.003864991130662423 0.00377005345454842 5 0.0015 100 100 1e-06 0.5 816 TCGA -22 0.0038592034453641113 0.0037647870348195486 5 0.0015 100 100 1e-06 0.5 816 TCGA -23 0.0038543676802648796 0.003760095472779855 5 0.0015 100 100 1e-06 0.5 816 TCGA -24 0.003850195501211755 0.0037563185911887705 5 0.0015 100 100 1e-06 0.5 816 TCGA -25 0.003846656171285229 0.0037528725841723793 5 0.0015 100 100 1e-06 0.5 816 TCGA -26 0.003843649356096953 0.0037504424453343277 5 0.0015 100 100 1e-06 0.5 816 TCGA -27 0.0038409817016091296 0.0037477321749618603 5 0.0015 100 100 1e-06 0.5 816 TCGA -28 0.003838801677548246 0.0037455714913787103 5 0.0015 100 100 1e-06 0.5 816 TCGA -29 0.003836770320466288 0.0037438919774757406 5 0.0015 100 100 1e-06 0.5 816 TCGA -30 0.0038350420829458805 0.0037421335339845726 5 0.0015 100 100 1e-06 0.5 816 TCGA -31 0.00383350388351726 0.0037406389917429518 5 0.0015 100 100 1e-06 0.5 816 TCGA -32 0.0038321842699097423 0.003739236636396179 5 0.0015 100 100 1e-06 0.5 816 TCGA -33 0.0038309888051670385 0.0037383903976267755 5 0.0015 100 100 1e-06 0.5 816 TCGA -34 0.003830041678358114 0.0037372529052722096 5 0.0015 100 100 1e-06 0.5 816 TCGA -35 0.003829032509732305 0.003736437186037176 5 0.0015 100 100 1e-06 0.5 816 TCGA -36 0.0038282307748881243 0.0037356349042892904 5 0.0015 100 100 1e-06 0.5 816 TCGA -37 0.0038275669106874934 0.0037346805876411087 5 0.0015 100 100 1e-06 0.5 816 TCGA -38 0.0038269211707632764 0.0037341789780044226 5 0.0015 100 100 1e-06 0.5 816 TCGA -39 0.003826151530320002 0.0037337486531548014 5 0.0015 100 100 1e-06 0.5 816 TCGA -40 0.0038256849609697944 0.0037336160169081324 5 0.0015 100 100 1e-06 0.5 816 TCGA -41 0.0038252395406152915 0.0037325722453226545 5 0.0015 100 100 1e-06 0.5 816 TCGA -42 0.003824877941501523 0.0037322921629283747 5 0.0015 100 100 1e-06 0.5 816 TCGA -43 0.0038244874713619526 0.003732082196487928 5 0.0015 100 100 1e-06 0.5 816 TCGA -44 0.0038241939446620144 0.0037316671062504227 5 0.0015 100 100 1e-06 0.5 816 TCGA -45 0.0038238056856468995 0.0037310767132582977 5 0.0015 100 100 1e-06 0.5 816 TCGA -46 0.0038234408061393376 0.003730997829300225 5 0.0015 100 100 1e-06 0.5 816 TCGA -47 0.003823240222266951 0.0037306979176911278 5 0.0015 100 100 1e-06 0.5 816 TCGA -48 0.0038230197237988945 0.003730389059067297 5 0.0015 100 100 1e-06 0.5 816 TCGA -49 0.003822773555148144 0.0037305382555397463 5 0.0015 100 100 1e-06 0.5 816 TCGA -50 0.0038226241047729778 0.00372995887695807 5 0.0015 100 100 1e-06 0.5 816 TCGA -51 0.003822392939470059 0.003729969915938587 5 0.0015 100 100 1e-06 0.5 816 TCGA -52 0.0038221814495130154 0.003729561026718224 5 0.0015 100 100 1e-06 0.5 816 TCGA -53 0.0038221592163825715 0.003729961880356373 5 0.0015 100 100 1e-06 0.5 816 TCGA -54 0.003821931005396196 0.0037295019251748396 5 0.0015 100 100 1e-06 0.5 816 TCGA -55 0.0038218761282088447 0.003729072380717376 5 0.0015 100 100 1e-06 0.5 816 TCGA -56 0.003821732609804405 0.0037295021041853344 5 0.0015 100 100 1e-06 0.5 816 TCGA -57 0.0038216929355302963 0.003729541976725561 5 0.0015 100 100 1e-06 0.5 816 TCGA -58 0.003821629710432684 0.0037288484865584267 5 0.0015 100 100 1e-06 0.5 816 TCGA -59 0.0038215210204155005 0.003729045980764394 5 0.0015 100 100 1e-06 0.5 816 TCGA -60 0.0038213357000354644 0.0037292277232168158 5 0.0015 100 100 1e-06 0.5 816 TCGA -61 0.003821457216268935 0.0037291477874258354 5 0.0015 100 100 1e-06 0.5 816 TCGA -62 0.0038213945826167726 0.0037288536310626486 5 0.0015 100 100 1e-06 0.5 816 TCGA -63 0.0038212369916413177 0.003728466827993342 5 0.0015 100 100 1e-06 0.5 816 TCGA -64 0.0038211465927204947 0.0037289005786124334 5 0.0015 100 100 1e-06 0.5 816 TCGA -65 0.003821230516901533 0.0037285222065864348 5 0.0015 100 100 1e-06 0.5 816 TCGA -66 0.0038209697752978927 0.00372910498519751 5 0.0015 100 100 1e-06 0.5 816 TCGA -67 0.0038209282669919332 0.0037284658978407707 5 0.0015 100 100 1e-06 0.5 816 TCGA -68 0.003821050071229555 0.0037284774048225813 5 0.0015 100 100 1e-06 0.5 816 TCGA -69 0.003821007402850566 0.003728154122398876 5 0.0015 100 100 1e-06 0.5 816 TCGA -70 0.0038207590008292355 0.0037293895756142525 5 0.0015 100 100 1e-06 0.5 816 TCGA -71 0.0038210117091389524 0.0037284242550856502 5 0.0015 100 100 1e-06 0.5 816 TCGA -72 0.003820923664539018 0.003727844719723541 5 0.0015 100 100 1e-06 0.5 816 TCGA -73 0.003820901094364192 0.003728602932129598 5 0.0015 100 100 1e-06 0.5 816 TCGA -74 0.003820860580792658 0.003727912118929864 5 0.0015 100 100 1e-06 0.5 816 TCGA -75 0.0038208695061405875 0.0037288882210382715 5 0.0015 100 100 1e-06 0.5 816 TCGA -76 0.003820978128249916 0.003728266130318519 5 0.0015 100 100 1e-06 0.5 816 TCGA -77 0.003820783197570009 0.0037292667124046003 5 0.0015 100 100 1e-06 0.5 816 TCGA -78 0.0038207759137573816 0.003727845723586316 5 0.0015 100 100 1e-06 0.5 816 TCGA -79 0.0038207773803383485 0.003728634332676404 5 0.0015 100 100 1e-06 0.5 816 TCGA -80 0.0038206410447813553 0.003727778410960232 5 0.0015 100 100 1e-06 0.5 816 TCGA -81 0.003820725372147415 0.0037289433480806686 5 0.0015 100 100 1e-06 0.5 816 TCGA -82 0.0038207979862271446 0.003727891482412815 5 0.0015 100 100 1e-06 0.5 816 TCGA -83 0.0038206855182930243 0.0037280040367239685 5 0.0015 100 100 1e-06 0.5 816 TCGA -84 0.0038207801011485476 0.0037279862304447436 5 0.0015 100 100 1e-06 0.5 816 TCGA -85 0.0038208915637709382 0.0037285307300599976 5 0.0015 100 100 1e-06 0.5 816 TCGA -86 0.003820664127968449 0.003728362159503989 5 0.0015 100 100 1e-06 0.5 816 TCGA -87 0.0038207483398677656 0.0037278159774240837 5 0.0015 100 100 1e-06 0.5 816 TCGA -88 0.0038205827447834314 0.0037281972487180977 5 0.0015 100 100 1e-06 0.5 816 TCGA -89 0.0038204759664776165 0.003727644556740196 5 0.0015 100 100 1e-06 0.5 816 TCGA -90 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0015lr_100bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index 587864c84..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0015lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18297662118015073 0.16616590448360347 5 0.0015 100 100 1e-06 0.0 1420 TCGA -1 0.1265495569179175 0.08199151302102822 5 0.0015 100 100 1e-06 0.0 1420 TCGA -2 0.05052760221710268 0.027725212865663533 5 0.0015 100 100 1e-06 0.0 1420 TCGA -3 0.018312206580292693 0.012097343306370715 5 0.0015 100 100 1e-06 0.0 1420 TCGA -4 0.009401735599877406 0.007540298017425153 5 0.0015 100 100 1e-06 0.0 1420 TCGA -5 0.006538519887780688 0.005843949104055538 5 0.0015 100 100 1e-06 0.0 1420 TCGA -6 0.0053721163045036555 0.005069870848077625 5 0.0015 100 100 1e-06 0.0 1420 TCGA -7 0.00480333619701866 0.004661710219148864 5 0.0015 100 100 1e-06 0.0 1420 TCGA -8 0.004488464723160183 0.00442251258637363 5 0.0015 100 100 1e-06 0.0 1420 TCGA -9 0.004297496893731431 0.004271639192748309 5 0.0015 100 100 1e-06 0.0 1420 TCGA -10 0.0041736887548256465 0.004170703849095346 5 0.0015 100 100 1e-06 0.0 1420 TCGA -11 0.004089136704258211 0.004100151254734652 5 0.0015 100 100 1e-06 0.0 1420 TCGA -12 0.004029187935427662 0.004049105777980844 5 0.0015 100 100 1e-06 0.0 1420 TCGA -13 0.003985272887873805 0.004011004869521937 5 0.0015 100 100 1e-06 0.0 1420 TCGA -14 0.00395222328239845 0.003982276290692576 5 0.0015 100 100 1e-06 0.0 1420 TCGA -15 0.003926839505616779 0.00395983764106155 5 0.0015 100 100 1e-06 0.0 1420 TCGA -16 0.00390702681247952 0.003942077534844228 5 0.0015 100 100 1e-06 0.0 1420 TCGA -17 0.0038912135675806896 0.003927815035125942 5 0.0015 100 100 1e-06 0.0 1420 TCGA -18 0.0038785257054265586 0.003916269513408667 5 0.0015 100 100 1e-06 0.0 1420 TCGA -19 0.0038682020330978954 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/dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1883303587515049 0.18701574109007965 5 0.0015 100 100 0.001 0.0 3105 TCGA -1 0.18321983907082767 0.17673950518794995 5 0.0015 100 100 0.001 0.0 3105 TCGA -2 0.16444551481514294 0.1486916522584369 5 0.0015 100 100 0.001 0.0 3105 TCGA -3 0.1294235051591384 0.10875647582450704 5 0.0015 100 100 0.001 0.0 3105 TCGA -4 0.08968682765697898 0.07139397828123677 5 0.0015 100 100 0.001 0.0 3105 TCGA -5 0.057187191178149605 0.044394561244015716 5 0.0015 100 100 0.001 0.0 3105 TCGA -6 0.03536685174932962 0.02749442613342 5 0.0015 100 100 0.001 0.0 3105 TCGA -7 0.02218772251525286 0.017616989081678677 5 0.0015 100 100 0.001 0.0 3105 TCGA -8 0.01458263435606955 0.011971592584896327 5 0.0015 100 100 0.001 0.0 3105 TCGA -9 0.010234202050381154 0.008733628373873892 5 0.0015 100 100 0.001 0.0 3105 TCGA -10 0.007723326221341709 0.00684710550847365 5 0.0015 100 100 0.001 0.0 3105 TCGA 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TCGA -94 0.0038102295693895364 0.003817909985696476 5 0.0015 100 100 0.001 0.0 3105 TCGA -95 0.003810246430132848 0.0038177496578132536 5 0.0015 100 100 0.001 0.0 3105 TCGA -96 0.003810349315418822 0.003817407861258367 5 0.0015 100 100 0.001 0.0 3105 TCGA -97 0.0038101716922758887 0.0038177691746372074 5 0.0015 100 100 0.001 0.0 3105 TCGA -98 0.003810297924739767 0.003818022455767396 5 0.0015 100 100 0.001 0.0 3105 TCGA -99 0.003810269998186703 0.003817264767522788 5 0.0015 100 100 0.001 0.0 3105 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0015lr_100bs_100e_0s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0015lr_100bs_100e_0s_0.1n_TCGA.tsv deleted file mode 100644 index dec9ac631..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0015lr_100bs_100e_0s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity 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-14 0.003823296107079005 0.0038829830910392742 5 0.0015 50 100 1e-06 0.5 3970 TCGA -15 0.003819684787003779 0.0038801336487820698 5 0.0015 50 100 1e-06 0.5 3970 TCGA -16 0.0038168452018860466 0.003878045005808074 5 0.0015 50 100 1e-06 0.5 3970 TCGA -17 0.0038148320736840677 0.0038763152753662823 5 0.0015 50 100 1e-06 0.5 3970 TCGA -18 0.0038132415072937766 0.0038747711846576862 5 0.0015 50 100 1e-06 0.5 3970 TCGA -19 0.0038118145159565355 0.0038730807054844036 5 0.0015 50 100 1e-06 0.5 3970 TCGA -20 0.003810757067106903 0.003872508706113127 5 0.0015 50 100 1e-06 0.5 3970 TCGA -21 0.003809793545813689 0.003871543740095505 5 0.0015 50 100 1e-06 0.5 3970 TCGA -22 0.0038091063022614355 0.003871018942164716 5 0.0015 50 100 1e-06 0.5 3970 TCGA -23 0.0038085465038987174 0.003870112282088279 5 0.0015 50 100 1e-06 0.5 3970 TCGA -24 0.0038080484769948994 0.0038704151994356857 5 0.0015 50 100 1e-06 0.5 3970 TCGA -25 0.0038076542564861636 0.003869815437057659 5 0.0015 50 100 1e-06 0.5 3970 TCGA -26 0.0038073072295196422 0.0038692766014280632 5 0.0015 50 100 1e-06 0.5 3970 TCGA -27 0.003807071578971778 0.003869031636680865 5 0.0015 50 100 1e-06 0.5 3970 TCGA -28 0.003806730642635552 0.003869111646182049 5 0.0015 50 100 1e-06 0.5 3970 TCGA -29 0.0038066379223472124 0.0038686597640228333 5 0.0015 50 100 1e-06 0.5 3970 TCGA -30 0.003806567013474521 0.003869298205537787 5 0.0015 50 100 1e-06 0.5 3970 TCGA -31 0.00380636112304378 0.0038683263283110594 5 0.0015 50 100 1e-06 0.5 3970 TCGA -32 0.003806246059070073 0.003868067779826309 5 0.0015 50 100 1e-06 0.5 3970 TCGA -33 0.003806274011507647 0.0038683952543716034 5 0.0015 50 100 1e-06 0.5 3970 TCGA -34 0.0038060661658868384 0.0038683103437268706 5 0.0015 50 100 1e-06 0.5 3970 TCGA -35 0.0038060503402640245 0.003867624319350375 5 0.0015 50 100 1e-06 0.5 3970 TCGA -36 0.003806140749710175 0.0038681879801085997 5 0.0015 50 100 1e-06 0.5 3970 TCGA -37 0.003805992199861254 0.003869192080394407 5 0.0015 50 100 1e-06 0.5 3970 TCGA -38 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0015lr_50bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0015lr_50bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index bd13decf9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0015lr_50bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18631846609492428 0.17914517358619364 5 0.0015 50 100 0.001 0.1 7947 TCGA -1 0.15389984846031948 0.11959521633446515 5 0.0015 50 100 0.001 0.1 7947 TCGA -2 0.08461402954775077 0.05381602202378326 5 0.0015 50 100 0.001 0.1 7947 TCGA -3 0.03565226519175347 0.021874850718819318 5 0.0015 50 100 0.001 0.1 7947 TCGA -4 0.01525529523460457 0.010265989285243216 5 0.0015 50 100 0.001 0.1 7947 TCGA -5 0.008037357428612713 0.006196961239747815 5 0.0015 50 100 0.001 0.1 7947 TCGA -6 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0015lr_50bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index 19dd1464e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0015lr_50bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.17888738487245567 0.1537023284776726 5 0.0015 50 100 0.001 0.5 9631 TCGA -1 0.1068587739543266 0.060979198870347376 5 0.0015 50 100 0.001 0.5 9631 TCGA -2 0.03549905836923984 0.01885017276222083 5 0.0015 50 100 0.001 0.5 9631 TCGA -3 0.01250474353698561 0.008505503169668081 5 0.0015 50 100 0.001 0.5 9631 TCGA -4 0.006752486068498415 0.005664071887169951 5 0.0015 50 100 0.001 0.5 9631 TCGA -5 0.0050281620473093735 0.004699492384796616 5 0.0015 50 100 0.001 0.5 9631 TCGA -6 0.004395754181663805 0.004309808999187683 5 0.0015 50 100 0.001 0.5 9631 TCGA -7 0.004124234951352708 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--- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.0015lr_50bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18580286686162834 0.17728177641504375 5 0.0015 50 100 0.001 0.0 4973 TCGA -1 0.14890004867773687 0.11146822556778414 5 0.0015 50 100 0.001 0.0 4973 TCGA -2 0.07575565106557182 0.045906909577660825 5 0.0015 50 100 0.001 0.0 4973 TCGA -3 0.0296591793404538 0.018009234697150826 5 0.0015 50 100 0.001 0.0 4973 TCGA -4 0.01258062766263003 0.008768280808949591 5 0.0015 50 100 0.001 0.0 4973 TCGA -5 0.006959723265697523 0.005677648567262307 5 0.0015 50 100 0.001 0.0 4973 TCGA -6 0.005026795433773694 0.0045696731268348705 5 0.0015 50 100 0.001 0.0 4973 TCGA -7 0.004313936449969064 0.004146433674061118 5 0.0015 50 100 0.001 0.0 4973 TCGA -8 0.004034853228031574 0.0039760480943749 5 0.0015 50 100 0.001 0.0 4973 TCGA -9 0.003919620450159038 0.0039039161489181334 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_100bs_100e_0.000001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_100bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index 8f505b2d4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_100bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18641891585209097 0.17988762648860415 5 0.001 100 100 1e-06 0.1 963 TCGA -1 0.16044407061054072 0.13456419619483564 5 0.001 100 100 1e-06 0.1 963 TCGA -2 0.10496595603026028 0.07590774592742248 5 0.001 100 100 1e-06 0.1 963 TCGA -3 0.05473687254763139 0.03730795957410156 5 0.001 100 100 1e-06 0.1 963 TCGA -4 0.027299534680180645 0.01958069674221415 5 0.001 100 100 1e-06 0.1 963 TCGA -5 0.015309022815727784 0.012013009941233463 5 0.001 100 100 1e-06 0.1 963 TCGA -6 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-91 0.003806518933933612 0.0038550108104906788 5 0.001 100 100 1e-06 0.1 963 TCGA -92 0.003806425201966369 0.003855961089457699 5 0.001 100 100 1e-06 0.1 963 TCGA -93 0.003806347618814471 0.003855750662035978 5 0.001 100 100 1e-06 0.1 963 TCGA -94 0.0038065515011686214 0.003854900020544403 5 0.001 100 100 1e-06 0.1 963 TCGA -95 0.0038064423544041937 0.003855623655844873 5 0.001 100 100 1e-06 0.1 963 TCGA -96 0.00380634272284785 0.003855589061189237 5 0.001 100 100 1e-06 0.1 963 TCGA -97 0.003806265364937964 0.0038550297973031673 5 0.001 100 100 1e-06 0.1 963 TCGA -98 0.0038063658039298775 0.0038548212840067383 5 0.001 100 100 1e-06 0.1 963 TCGA -99 0.003806215367162583 0.00385621091322833 5 0.001 100 100 1e-06 0.1 963 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index d0f387104..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18657723234186535 0.1804589159674381 5 0.001 100 100 1e-06 0.5 9670 TCGA -1 0.16151069439652377 0.13588392996608312 5 0.001 100 100 1e-06 0.5 9670 TCGA -2 0.10618625177840381 0.07682981387005379 5 0.001 100 100 1e-06 0.5 9670 TCGA -3 0.055369035122646446 0.03762446703323767 5 0.001 100 100 1e-06 0.5 9670 TCGA -4 0.02748292740939624 0.019616422472736945 5 0.001 100 100 1e-06 0.5 9670 TCGA -5 0.01532595185193932 0.011965192625083816 5 0.001 100 100 1e-06 0.5 9670 TCGA -6 0.01004127931961681 0.008485780748065991 5 0.001 100 100 1e-06 0.5 9670 TCGA -7 0.007532821893299071 0.006737366636943578 5 0.001 100 100 1e-06 0.5 9670 TCGA -8 0.006218389876790612 0.005773349651065304 5 0.001 100 100 1e-06 0.5 9670 TCGA -9 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0.0038122517363011225 0.003815248787599667 5 0.001 100 100 1e-06 0.5 9670 TCGA -70 0.0038120892390416266 0.0038152790321832777 5 0.001 100 100 1e-06 0.5 9670 TCGA -71 0.00381193114087532 0.003815088687867076 5 0.001 100 100 1e-06 0.5 9670 TCGA -72 0.0038118534751580735 0.003815092560577782 5 0.001 100 100 1e-06 0.5 9670 TCGA -73 0.003812013180217061 0.003815110895698469 5 0.001 100 100 1e-06 0.5 9670 TCGA -74 0.00381170809756495 0.0038148181491891794 5 0.001 100 100 1e-06 0.5 9670 TCGA -75 0.0038116043143255882 0.003814836195319067 5 0.001 100 100 1e-06 0.5 9670 TCGA -76 0.0038115274368124485 0.0038149474134865267 5 0.001 100 100 1e-06 0.5 9670 TCGA -77 0.0038115792466594293 0.003814925714606541 5 0.001 100 100 1e-06 0.5 9670 TCGA -78 0.003811459182037571 0.003814558922102553 5 0.001 100 100 1e-06 0.5 9670 TCGA -79 0.0038114166817779516 0.0038145348726860693 5 0.001 100 100 1e-06 0.5 9670 TCGA -80 0.0038114047479275324 0.0038146531962831715 5 0.001 100 100 1e-06 0.5 9670 TCGA -81 0.0038112773841078766 0.003814510407918437 5 0.001 100 100 1e-06 0.5 9670 TCGA -82 0.0038113251408980584 0.0038144177460022756 5 0.001 100 100 1e-06 0.5 9670 TCGA -83 0.003811213991618571 0.0038142857275173143 5 0.001 100 100 1e-06 0.5 9670 TCGA -84 0.003811225601912621 0.003814253006036857 5 0.001 100 100 1e-06 0.5 9670 TCGA -85 0.0038112118684390764 0.0038142208016978285 5 0.001 100 100 1e-06 0.5 9670 TCGA -86 0.0038111408663457666 0.0038144662777364405 5 0.001 100 100 1e-06 0.5 9670 TCGA -87 0.0038111720143507895 0.003814124426191401 5 0.001 100 100 1e-06 0.5 9670 TCGA -88 0.0038110595433500307 0.003814444905287357 5 0.001 100 100 1e-06 0.5 9670 TCGA -89 0.0038111423562643735 0.0038145111848005846 5 0.001 100 100 1e-06 0.5 9670 TCGA -90 0.003810991817674279 0.003814185396229951 5 0.001 100 100 1e-06 0.5 9670 TCGA -91 0.0038109801418113364 0.0038144019193685234 5 0.001 100 100 1e-06 0.5 9670 TCGA -92 0.003811040105174872 0.003814288289824398 5 0.001 100 100 1e-06 0.5 9670 TCGA -93 0.003810911942911655 0.0038142928961271316 5 0.001 100 100 1e-06 0.5 9670 TCGA -94 0.003811060856183248 0.00381434860232113 5 0.001 100 100 1e-06 0.5 9670 TCGA -95 0.003810971908900026 0.0038141394654129766 5 0.001 100 100 1e-06 0.5 9670 TCGA -96 0.0038109517056764816 0.0038140621761693127 5 0.001 100 100 1e-06 0.5 9670 TCGA -97 0.0038109818462387203 0.003814111480105612 5 0.001 100 100 1e-06 0.5 9670 TCGA -98 0.0038109545705407337 0.0038138759549445093 5 0.001 100 100 1e-06 0.5 9670 TCGA -99 0.003810872284776382 0.0038140652322177612 5 0.001 100 100 1e-06 0.5 9670 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_100bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_100bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index f67fce33c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1865288776629657 0.1802753219802176 5 0.001 100 100 1e-06 0.0 6539 TCGA -1 0.16151649155531866 0.1360667892287125 5 0.001 100 100 1e-06 0.0 6539 TCGA -2 0.10652535388193994 0.07718553113278433 5 0.001 100 100 1e-06 0.0 6539 TCGA -3 0.05570841218869938 0.03786277527635421 5 0.001 100 100 1e-06 0.0 6539 TCGA -4 0.027688003653180773 0.01973258783507287 5 0.001 100 100 1e-06 0.0 6539 TCGA -5 0.015438539344322164 0.012016375057736233 5 0.001 100 100 1e-06 0.0 6539 TCGA -6 0.010105524852061886 0.008502821316334171 5 0.001 100 100 1e-06 0.0 6539 TCGA -7 0.007571960580937015 0.00673622908257884 5 0.001 100 100 1e-06 0.0 6539 TCGA -8 0.006243852009777014 0.00576174792005264 5 0.001 100 100 1e-06 0.0 6539 TCGA -9 0.005484699183258545 0.005180799725217435 5 0.001 100 100 1e-06 0.0 6539 TCGA -10 0.005018618008507933 0.004811807636209019 5 0.001 100 100 1e-06 0.0 6539 TCGA -11 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0.0038157625945925526 0.0037818099957090527 5 0.001 100 100 1e-06 0.0 6539 TCGA -72 0.0038158126036729155 0.0037816780544443047 5 0.001 100 100 1e-06 0.0 6539 TCGA -73 0.003815600691143457 0.003781513107388313 5 0.001 100 100 1e-06 0.0 6539 TCGA -74 0.003815545327504048 0.0037814491199114216 5 0.001 100 100 1e-06 0.0 6539 TCGA -75 0.0038154464888557225 0.003781397106247631 5 0.001 100 100 1e-06 0.0 6539 TCGA -76 0.003815262657484697 0.0037812328471535416 5 0.001 100 100 1e-06 0.0 6539 TCGA -77 0.0038153375006728983 0.0037815080880744373 5 0.001 100 100 1e-06 0.0 6539 TCGA -78 0.003815200895459609 0.003781425137185122 5 0.001 100 100 1e-06 0.0 6539 TCGA -79 0.003815067274423607 0.0037809525307586143 5 0.001 100 100 1e-06 0.0 6539 TCGA -80 0.0038150598164882754 0.0037814016599002197 5 0.001 100 100 1e-06 0.0 6539 TCGA -81 0.0038150986092337054 0.0037811366518276123 5 0.001 100 100 1e-06 0.0 6539 TCGA -82 0.0038150017289460395 0.003781176385137454 5 0.001 100 100 1e-06 0.0 6539 TCGA -83 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0.003814716627887857 0.0037807544936711464 5 0.001 100 100 1e-06 0.0 6539 TCGA -96 0.003814673076524835 0.003780762180592397 5 0.001 100 100 1e-06 0.0 6539 TCGA -97 0.0038146890811301963 0.0037807190846932594 5 0.001 100 100 1e-06 0.0 6539 TCGA -98 0.0038145917368445055 0.003780667248869961 5 0.001 100 100 1e-06 0.0 6539 TCGA -99 0.003814538310567078 0.003780777896075842 5 0.001 100 100 1e-06 0.0 6539 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_100bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_100bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index 4d074ae15..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18893951107740056 0.18818274889160042 5 0.001 100 100 0.001 0.1 1476 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-4 0.16661702239003773 0.15775767118487527 5 0.001 100 100 0.001 0.5 4490 TCGA -5 0.1475096889050601 0.1360568896909455 5 0.001 100 100 0.001 0.5 4490 TCGA -6 0.12432110134209888 0.11191608973933224 5 0.001 100 100 0.001 0.5 4490 TCGA -7 0.1002926205830963 0.08848098463299287 5 0.001 100 100 0.001 0.5 4490 TCGA -8 0.07813281243980323 0.06790483956360936 5 0.001 100 100 0.001 0.5 4490 TCGA -9 0.059391113785474424 0.05112983361260975 5 0.001 100 100 0.001 0.5 4490 TCGA -10 0.04451509633391866 0.03816379406419232 5 0.001 100 100 0.001 0.5 4490 TCGA -11 0.033226860404590074 0.028502615365251224 5 0.001 100 100 0.001 0.5 4490 TCGA -12 0.024916655332754865 0.021472242497020032 5 0.001 100 100 0.001 0.5 4490 TCGA -13 0.018913059926070275 0.016428007458771893 5 0.001 100 100 0.001 0.5 4490 TCGA -14 0.014620592984094266 0.012832630158930868 5 0.001 100 100 0.001 0.5 4490 TCGA -15 0.011565178257358841 0.010275027527469187 5 0.001 100 100 0.001 0.5 4490 TCGA -16 0.009391532342339156 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_100bs_100e_0.001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_100bs_100e_0.001s_0n_TCGA.tsv deleted file mode 100644 index 1b8b87cc6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_100bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18850705172616677 0.18797320164927286 5 0.001 100 100 0.001 0.0 8490 TCGA -1 0.18693760324833794 0.18510020273414687 5 0.001 100 100 0.001 0.0 8490 TCGA -2 0.18136244760132858 0.17616929188745106 5 0.001 100 100 0.001 0.0 8490 TCGA -3 0.1684467598009168 0.1589927419495942 5 0.001 100 100 0.001 0.0 8490 TCGA -4 0.14746025123325013 0.13453943009053043 5 0.001 100 100 0.001 0.0 8490 TCGA -5 0.1210164078580427 0.10686879511454597 5 0.001 100 100 0.001 0.0 8490 TCGA -6 0.09371989883939022 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100644 index 02cb7eb41..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_100bs_100e_0s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.16754961970834703 0.13545411413338915 5 0.001 100 100 0.0 0.1 8729 TCGA -1 0.1213863564089468 0.10013689594951707 5 0.001 100 100 0.0 0.1 8729 TCGA -2 0.08590828728474255 0.06492972265386102 5 0.001 100 100 0.0 0.1 8729 TCGA -3 0.05127678689965713 0.03441293732305268 5 0.001 100 100 0.0 0.1 8729 TCGA -4 0.026160685412060975 0.017264838503608153 5 0.001 100 100 0.0 0.1 8729 TCGA -5 0.013897950153617817 0.0098189977535875 5 0.001 100 100 0.0 0.1 8729 TCGA -6 0.008685397455858185 0.006731307690953789 5 0.001 100 100 0.0 0.1 8729 TCGA -7 0.0064345788116968 0.005375714701174492 5 0.001 100 100 0.0 0.1 8729 TCGA -8 0.005386799985347668 0.004733314030995621 5 0.001 100 100 0.0 0.1 8729 TCGA -9 0.004861626778958478 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_100bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_100bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index 322277a63..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.15246662270568392 0.12283013334226368 5 0.001 100 100 0.0 0.0 8537 TCGA -1 0.10061669099432693 0.07754684063657444 5 0.001 100 100 0.0 0.0 8537 TCGA -2 0.07558970263273353 0.07510238840951393 5 0.001 100 100 0.0 0.0 8537 TCGA -3 0.07493052527745901 0.07490200171219044 5 0.001 100 100 0.0 0.0 8537 TCGA -4 0.07476492379559697 0.07472598051006471 5 0.001 100 100 0.0 0.0 8537 TCGA -5 0.07455818960677035 0.0745557744299347 5 0.001 100 100 0.0 0.0 8537 TCGA -6 0.07446748016518345 0.07447986746553201 5 0.001 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TCGA -87 0.0038161180838705514 0.00377041852246764 5 0.001 50 100 1e-06 0.1 4577 TCGA -88 0.003816063364641081 0.003770861934973442 5 0.001 50 100 1e-06 0.1 4577 TCGA -89 0.003816152699776131 0.0037708370922947647 5 0.001 50 100 1e-06 0.1 4577 TCGA -90 0.0038161463328884697 0.0037710204107415436 5 0.001 50 100 1e-06 0.1 4577 TCGA -91 0.0038160664609845764 0.0037702062979209513 5 0.001 50 100 1e-06 0.1 4577 TCGA -92 0.0038160264956396774 0.0037706430566183586 5 0.001 50 100 1e-06 0.1 4577 TCGA -93 0.0038160114406267805 0.003770484333979574 5 0.001 50 100 1e-06 0.1 4577 TCGA -94 0.0038160231982234407 0.003770866267495419 5 0.001 50 100 1e-06 0.1 4577 TCGA -95 0.003816017863051788 0.0037707550247578913 5 0.001 50 100 1e-06 0.1 4577 TCGA -96 0.0038160730010333693 0.003770237412986968 5 0.001 50 100 1e-06 0.1 4577 TCGA -97 0.0038160318891554304 0.003770606536137399 5 0.001 50 100 1e-06 0.1 4577 TCGA -98 0.0038159778881691232 0.003770552948819258 5 0.001 50 100 1e-06 0.1 4577 TCGA -99 0.0038160177692594236 0.003771422227292354 5 0.001 50 100 1e-06 0.1 4577 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_50bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_50bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index a36f9e3f2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_50bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.15672188198819917 0.10752514678629199 5 0.001 50 100 1e-06 0.5 489 TCGA -1 0.0785271893042827 0.03711193185954837 5 0.001 50 100 1e-06 0.5 489 TCGA -2 0.023848906053264056 0.011541315419927015 5 0.001 50 100 1e-06 0.5 489 TCGA -3 0.00931439761316481 0.006247407672505582 5 0.001 50 100 1e-06 0.5 489 TCGA -4 0.0061216269392000006 0.0049537571718045815 5 0.001 50 100 1e-06 0.5 489 TCGA -5 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95c53bb72..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1421336240651472 0.10157453616959365 5 0.001 50 100 1e-06 0.0 5109 TCGA -1 0.0678359297685178 0.03575642405068455 5 0.001 50 100 1e-06 0.0 5109 TCGA -2 0.019780577200856082 0.010310935179454897 5 0.001 50 100 1e-06 0.0 5109 TCGA -3 0.007392664920658835 0.005761200634659684 5 0.001 50 100 1e-06 0.0 5109 TCGA -4 0.005075904927114076 0.004781056817939233 5 0.001 50 100 1e-06 0.0 5109 TCGA -5 0.004519342796980772 0.004507080698619836 5 0.001 50 100 1e-06 0.0 5109 TCGA -6 0.004347193744432758 0.004409418869576413 5 0.001 50 100 1e-06 0.0 5109 TCGA -7 0.004277216880307315 0.004362554476601095 5 0.001 50 100 1e-06 0.0 5109 TCGA -8 0.004237724518243738 0.00432963405113349 5 0.001 50 100 1e-06 0.0 5109 TCGA -9 0.004206927138679989 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0.0036263484925953527 0.0037275344910259224 5 0.001 50 100 1e-06 0.0 5109 TCGA -71 0.003625297798719105 0.00372601228288782 5 0.001 50 100 1e-06 0.0 5109 TCGA -72 0.0036247153781526573 0.003725867714948166 5 0.001 50 100 1e-06 0.0 5109 TCGA -73 0.003624596028889243 0.0037273289986778442 5 0.001 50 100 1e-06 0.0 5109 TCGA -74 0.0036246110652424232 0.0037283321302009737 5 0.001 50 100 1e-06 0.0 5109 TCGA -75 0.0036243072874710598 0.00372609143360663 5 0.001 50 100 1e-06 0.0 5109 TCGA -76 0.003624043623672617 0.0037270674772148754 5 0.001 50 100 1e-06 0.0 5109 TCGA -77 0.003623858415224893 0.0037269959514071443 5 0.001 50 100 1e-06 0.0 5109 TCGA -78 0.003623572775711737 0.0037247369021420652 5 0.001 50 100 1e-06 0.0 5109 TCGA -79 0.0036233460955498093 0.0037291399858442684 5 0.001 50 100 1e-06 0.0 5109 TCGA -80 0.0036230593749685524 0.0037263799060941044 5 0.001 50 100 1e-06 0.0 5109 TCGA -81 0.0036230008942728423 0.0037253155775517975 5 0.001 50 100 1e-06 0.0 5109 TCGA -82 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0.0038163740136403237 5 0.001 50 100 0.001 0.5 1814 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_50bs_100e_0.001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_50bs_100e_0.001s_0n_TCGA.tsv deleted file mode 100644 index 33071b7de..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_50bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.187834387416219 0.18567631524711398 5 0.001 50 100 0.001 0.0 8221 TCGA -1 0.175736211602051 0.15905115644835946 5 0.001 50 100 0.001 0.0 8221 TCGA -2 0.13258285715116536 0.10343533859181045 5 0.001 50 100 0.001 0.0 8221 TCGA -3 0.07754047906735417 0.0544522064901776 5 0.001 50 100 0.001 0.0 8221 TCGA -4 0.03925285629390878 0.026934049452594176 5 0.001 50 100 0.001 0.0 8221 TCGA -5 0.01981990942593241 0.014200075917956818 5 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_50bs_100e_0s_0.1n_TCGA.tsv deleted file mode 100644 index 5cad50556..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_50bs_100e_0s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.12809571251730553 0.07807427629753573 5 0.001 50 100 0.0 0.1 4841 TCGA -1 0.07493313335573344 0.07335478760039986 5 0.001 50 100 0.0 0.1 4841 TCGA -2 0.07402612915268193 0.07319727510064092 5 0.001 50 100 0.0 0.1 4841 TCGA -3 0.07396754914611321 0.07317904177023538 5 0.001 50 100 0.0 0.1 4841 TCGA -4 0.07386489545996933 0.07306649288789711 5 0.001 50 100 0.0 0.1 4841 TCGA -5 0.07375894723087299 0.07304283879210602 5 0.001 50 100 0.0 0.1 4841 TCGA -6 0.07375307118274602 0.07307237206990995 5 0.001 50 100 0.0 0.1 4841 TCGA -7 0.07368917136848845 0.07293670635726583 5 0.001 50 100 0.0 0.1 4841 TCGA -8 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_50bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index a59296b6b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.001lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.17371271999902338 0.1346296747425693 5 0.001 50 100 0.0 0.0 6089 TCGA -1 0.07998172824682369 0.03722705611556619 5 0.001 50 100 0.0 0.0 6089 TCGA -2 0.021359779479990234 0.011939328435302978 5 0.001 50 100 0.0 0.0 6089 TCGA -3 0.008857604365118904 0.006713131578386429 5 0.001 50 100 0.0 0.0 6089 TCGA -4 0.0058955945103041614 0.00515484877033674 5 0.001 50 100 0.0 0.0 6089 TCGA -5 0.00489086213650874 0.00453356517965545 5 0.001 50 100 0.0 0.0 6089 TCGA -6 0.0044527205005300595 0.004233240173315283 5 0.001 50 100 0.0 0.0 6089 TCGA -7 0.0042275701739303145 0.004068220846223921 5 0.001 50 100 0.0 0.0 6089 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0.0038116249167579187 0.003814708529246138 5 0.002 100 100 1e-06 0.1 9638 TCGA -98 0.0038113618105939354 0.0038133605778797636 5 0.002 100 100 1e-06 0.1 9638 TCGA -99 0.003811388468806032 0.003813582232652522 5 0.002 100 100 1e-06 0.1 9638 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.002lr_100bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.002lr_100bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index 29242775c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.002lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.17875337928037902 0.14979475968746683 5 0.002 100 100 1e-06 0.5 4407 TCGA -1 0.09403966202457072 0.04377875961924917 5 0.002 100 100 1e-06 0.5 4407 TCGA -2 0.023662938347903596 0.01221318708629764 5 0.002 100 100 1e-06 0.5 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0.0038176607862942377 0.0037569951654491413 5 0.002 100 100 1e-06 0.5 4407 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.002lr_100bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.002lr_100bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index bc864550d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.002lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.17914544610103494 0.15101691144495155 5 0.002 100 100 1e-06 0.0 1584 TCGA -1 0.09546056451557244 0.04468550353343762 5 0.002 100 100 1e-06 0.0 1584 TCGA -2 0.024069827430025916 0.012355965201803787 5 0.002 100 100 1e-06 0.0 1584 TCGA -3 0.008909758067434005 0.006713180564081849 5 0.002 100 100 1e-06 0.0 1584 TCGA -4 0.005835913339795472 0.00518066606638794 5 0.002 100 100 1e-06 0.0 1584 TCGA -5 0.004860824447834994 0.004587138855558394 5 0.002 100 100 1e-06 0.0 1584 TCGA -6 0.004443404069834621 0.004300905216073421 5 0.002 100 100 1e-06 0.0 1584 TCGA -7 0.004228766027044616 0.004142400752472218 5 0.002 100 100 1e-06 0.0 1584 TCGA -8 0.004104559909958172 0.004045949230934657 5 0.002 100 100 1e-06 0.0 1584 TCGA -9 0.004026565782165292 0.003983035299870836 5 0.002 100 100 1e-06 0.0 1584 TCGA -10 0.003974711356133818 0.003939875670657236 5 0.002 100 100 1e-06 0.0 1584 TCGA -11 0.003938512941341103 0.003909377699446439 5 0.002 100 100 1e-06 0.0 1584 TCGA -12 0.0039124816684907885 0.0038870158394676956 5 0.002 100 100 1e-06 0.0 1584 TCGA -13 0.0038931638305213204 0.0038700149085690925 5 0.002 100 100 1e-06 0.0 1584 TCGA -14 0.0038785158106829556 0.003857142316533168 5 0.002 100 100 1e-06 0.0 1584 TCGA -15 0.0038672738384687468 0.003847141409685938 5 0.002 100 100 1e-06 0.0 1584 TCGA -16 0.0038583166985657683 0.003838878108572271 5 0.002 100 100 1e-06 0.0 1584 TCGA -17 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.002lr_100bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.002lr_100bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index 22c7960c7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.002lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1855042601905107 0.1763278725159228 5 0.002 100 100 0.001 0.1 4694 TCGA -1 0.14766536822278714 0.10950791053286749 5 0.002 100 100 0.001 0.1 4694 TCGA -2 0.07305822940673236 0.04270431549105812 5 0.002 100 100 0.001 0.1 4694 TCGA -3 0.02736114215146106 0.016563437663804945 5 0.002 100 100 0.001 0.1 4694 TCGA -4 0.011875482999185045 0.008519779048373352 5 0.002 100 100 0.001 0.1 4694 TCGA -5 0.007003957656579005 0.00582534835051427 5 0.002 100 100 0.001 0.1 4694 TCGA -6 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.002lr_100bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index 6a5f8d530..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.002lr_100bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1865606739633064 0.1788544895960458 5 0.002 100 100 0.001 0.5 444 TCGA -1 0.160778429207425 0.13757098567246193 5 0.002 100 100 0.001 0.5 444 TCGA -2 0.11064740838130573 0.08358077308041366 5 0.002 100 100 0.001 0.5 444 TCGA -3 0.06218432558766765 0.04386620571715149 5 0.002 100 100 0.001 0.5 444 TCGA -4 0.032430047011941604 0.023391161900219604 5 0.002 100 100 0.001 0.5 444 TCGA -5 0.018123116041499864 0.014031512424087704 5 0.002 100 100 0.001 0.5 444 TCGA -6 0.011552907623689926 0.009630449443830917 5 0.002 100 100 0.001 0.5 444 TCGA -7 0.008364681078707158 0.007396540094410355 5 0.002 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.002lr_100bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18838048201311725 0.18736105693045574 5 0.002 100 100 0.001 0.0 8903 TCGA -1 0.1853694667180397 0.182033432338705 5 0.002 100 100 0.001 0.0 8903 TCGA -2 0.17475500261262 0.16473929232089363 5 0.002 100 100 0.001 0.0 8903 TCGA -3 0.15022556077244426 0.13341559671876418 5 0.002 100 100 0.001 0.0 8903 TCGA -4 0.11517975057478076 0.0964938718919179 5 0.002 100 100 0.001 0.0 8903 TCGA -5 0.07990271048060033 0.06426429508918494 5 0.002 100 100 0.001 0.0 8903 TCGA -6 0.05206287981413587 0.0411410681791042 5 0.002 100 100 0.001 0.0 8903 TCGA -7 0.03322761580397913 0.026337730787207733 5 0.002 100 100 0.001 0.0 8903 TCGA -8 0.021520585610087076 0.017372718904560536 5 0.002 100 100 0.001 0.0 8903 TCGA -9 0.014512078766495353 0.012047102740362062 5 0.002 100 100 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-80 0.0036908639752142734 0.0036638253696038197 5 0.002 100 100 0.0 0.5 5604 TCGA -81 0.0036931336789652546 0.00366833141593066 5 0.002 100 100 0.0 0.5 5604 TCGA -82 0.003699598110607658 0.0036729350990274143 5 0.002 100 100 0.0 0.5 5604 TCGA -83 0.0036853239402209878 0.003675005585891218 5 0.002 100 100 0.0 0.5 5604 TCGA -84 0.003685278711068757 0.0036704348266854807 5 0.002 100 100 0.0 0.5 5604 TCGA -85 0.0036916456926264344 0.0036706158004457777 5 0.002 100 100 0.0 0.5 5604 TCGA -86 0.0036941538011306552 0.0036751462530400887 5 0.002 100 100 0.0 0.5 5604 TCGA -87 0.0036835111104860903 0.00366665967552918 5 0.002 100 100 0.0 0.5 5604 TCGA -88 0.003688561163694232 0.003670847042225039 5 0.002 100 100 0.0 0.5 5604 TCGA -89 0.003690785394703115 0.003666632196833216 5 0.002 100 100 0.0 0.5 5604 TCGA -90 0.0036864157325131497 0.0036676395040978887 5 0.002 100 100 0.0 0.5 5604 TCGA -91 0.0036952519098928595 0.00366469373079438 5 0.002 100 100 0.0 0.5 5604 TCGA -92 0.003684419822941612 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/dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.14726630624918843 0.10738059552620403 5 0.002 100 100 0.0 0.0 5789 TCGA -1 0.07496835675058533 0.0418755202811567 5 0.002 100 100 0.0 0.0 5789 TCGA -2 0.02212667627710625 0.010319066098212596 5 0.002 100 100 0.0 0.0 5789 TCGA -3 0.00715715377117001 0.005336846716365024 5 0.002 100 100 0.0 0.0 5789 TCGA -4 0.004763138274863763 0.004358803273070997 5 0.002 100 100 0.0 0.0 5789 TCGA -5 0.004220929613611567 0.004079477646243033 5 0.002 100 100 0.0 0.0 5789 TCGA -6 0.004049699886947644 0.003975354818318357 5 0.002 100 100 0.0 0.0 5789 TCGA -7 0.003978923097398797 0.003926836918271966 5 0.002 100 100 0.0 0.0 5789 TCGA -8 0.0039421729839638 0.003899126765248015 5 0.002 100 100 0.0 0.0 5789 TCGA -9 0.003919286398374676 0.003878787859581673 5 0.002 100 100 0.0 0.0 5789 TCGA -10 0.0039023924303459483 0.003863560765906794 5 0.002 100 100 0.0 0.0 5789 TCGA -11 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0.0035789889405158596 5 0.002 50 100 1e-06 0.1 7031 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.002lr_50bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.002lr_50bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index f03f31319..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.002lr_50bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.13484357183154425 0.04233408968277912 5 0.002 50 100 1e-06 0.5 281 TCGA -1 0.01603045313396512 0.006746638014014043 5 0.002 50 100 1e-06 0.5 281 TCGA -2 0.00539587127851063 0.004602374918478068 5 0.002 50 100 1e-06 0.5 281 TCGA -3 0.004361581386921786 0.004140265220448599 5 0.002 50 100 1e-06 0.5 281 TCGA -4 0.004079665937200555 0.003973345389243346 5 0.002 50 100 1e-06 0.5 281 TCGA -5 0.0039656495463170835 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.002lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.13599733164830657 0.043331426460689035 5 0.002 50 100 1e-06 0.0 4398 TCGA -1 0.01622191714963878 0.006773890443052629 5 0.002 50 100 1e-06 0.0 4398 TCGA -2 0.005380466783464783 0.004629471138044817 5 0.002 50 100 1e-06 0.0 4398 TCGA -3 0.004350503308717038 0.004173716064542532 5 0.002 50 100 1e-06 0.0 4398 TCGA -4 0.004071741049812167 0.0040102298301293625 5 0.002 50 100 1e-06 0.0 4398 TCGA -5 0.0039591180257422705 0.003935254356781741 5 0.002 50 100 1e-06 0.0 4398 TCGA -6 0.0039035481739313556 0.0038953081449615446 5 0.002 50 100 1e-06 0.0 4398 TCGA -7 0.003872599745779907 0.003871483468548886 5 0.002 50 100 1e-06 0.0 4398 TCGA -8 0.0038539147948282166 0.0038570510048007395 5 0.002 50 100 1e-06 0.0 4398 TCGA -9 0.0038419258091563404 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0.0038222403490176453 5 0.002 50 100 1e-06 0.0 4398 TCGA -82 0.003811902774233616 0.003822189921878241 5 0.002 50 100 1e-06 0.0 4398 TCGA -83 0.003811373742599174 0.003820996245968357 5 0.002 50 100 1e-06 0.0 4398 TCGA -84 0.0038114144661055152 0.0038212044889940388 5 0.002 50 100 1e-06 0.0 4398 TCGA -85 0.003811387721767651 0.0038212005788432293 5 0.002 50 100 1e-06 0.0 4398 TCGA -86 0.0038111680147782483 0.0038208680065938425 5 0.002 50 100 1e-06 0.0 4398 TCGA -87 0.0038113651805179853 0.0038229489053164295 5 0.002 50 100 1e-06 0.0 4398 TCGA -88 0.0038112655189189775 0.003821485809251741 5 0.002 50 100 1e-06 0.0 4398 TCGA -89 0.0038113388110377175 0.003821294305462334 5 0.002 50 100 1e-06 0.0 4398 TCGA -90 0.0038113449951225273 0.003822889848233168 5 0.002 50 100 1e-06 0.0 4398 TCGA -91 0.0038117784080012947 0.0038218365352713133 5 0.002 50 100 1e-06 0.0 4398 TCGA -92 0.003811479443319342 0.003821156087130233 5 0.002 50 100 1e-06 0.0 4398 TCGA -93 0.0038112845667474158 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num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.16797320177222033 0.11352168910916727 5 0.002 50 100 0.001 0.1 7114 TCGA -1 0.053871679368735235 0.0183354133562227 5 0.002 50 100 0.001 0.1 7114 TCGA -2 0.01018032045445098 0.006043216632445104 5 0.002 50 100 0.001 0.1 7114 TCGA -3 0.0049737120103450685 0.004366984733628418 5 0.002 50 100 0.001 0.1 7114 TCGA -4 0.004146072582707336 0.004023212588499838 5 0.002 50 100 0.001 0.1 7114 TCGA -5 0.0039495303159009345 0.003922917849697809 5 0.002 50 100 0.001 0.1 7114 TCGA -6 0.003883352955925525 0.0038833222890169777 5 0.002 50 100 0.001 0.1 7114 TCGA -7 0.003854007744516723 0.0038638523517728752 5 0.002 50 100 0.001 0.1 7114 TCGA -8 0.003838509669848005 0.003853020946209754 5 0.002 50 100 0.001 0.1 7114 TCGA -9 0.0038293542821756154 0.0038462224985056337 5 0.002 50 100 0.001 0.1 7114 TCGA -10 0.0038235569183577155 0.0038416777215617235 5 0.002 50 100 0.001 0.1 7114 TCGA -11 0.00381963873399127 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.002lr_50bs_100e_0s_0.1n_TCGA.tsv deleted file mode 100644 index 49890cbd4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.002lr_50bs_100e_0s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.10836271074104555 0.0667910680324588 5 0.002 50 100 0.0 0.1 3599 TCGA -1 0.06710892429221674 0.06586799617089219 5 0.002 50 100 0.0 0.1 3599 TCGA -2 0.0665589539422123 0.06561858057226967 5 0.002 50 100 0.0 0.1 3599 TCGA -3 0.066134880695549 0.06530958619998328 5 0.002 50 100 0.0 0.1 3599 TCGA -4 0.06581416646358969 0.06516977508163932 5 0.002 50 100 0.0 0.1 3599 TCGA -5 0.06553074372727526 0.0647486684909418 5 0.002 50 100 0.0 0.1 3599 TCGA -6 0.06501236046840203 0.06424082669630722 5 0.002 50 100 0.0 0.1 3599 TCGA -7 0.06426490316873737 0.06362980158634521 5 0.002 50 100 0.0 0.1 3599 TCGA -8 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.002lr_50bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index e05c4a499..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_5z_0.002lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.10584701248322471 0.06858279997829217 5 0.002 50 100 0.0 0.0 1564 TCGA -1 0.06813325379336968 0.06804768138345163 5 0.002 50 100 0.0 0.0 1564 TCGA -2 0.06774429466318826 0.06760533929020915 5 0.002 50 100 0.0 0.0 1564 TCGA -3 0.06744914424646938 0.06751554871174559 5 0.002 50 100 0.0 0.0 1564 TCGA -4 0.06738734305011386 0.06746797600583215 5 0.002 50 100 0.0 0.0 1564 TCGA -5 0.06735125889282086 0.06743933769626234 5 0.002 50 100 0.0 0.0 1564 TCGA -6 0.06732931113400115 0.06742402982322415 5 0.002 50 100 0.0 0.0 1564 TCGA -7 0.0673114867580098 0.06740457841649128 5 0.002 50 100 0.0 0.0 1564 TCGA -8 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0.18840699663437935 0.1884429520698049 75 1e-05 100 100 1e-06 0.1 7704 TCGA -2 0.18839592456598075 0.1884289685655479 75 1e-05 100 100 1e-06 0.1 7704 TCGA -3 0.18836156338809232 0.18832964251688378 75 1e-05 100 100 1e-06 0.1 7704 TCGA -4 0.1880681551231951 0.18779409867734764 75 1e-05 100 100 1e-06 0.1 7704 TCGA -5 0.18724956634135395 0.186675422380318 75 1e-05 100 100 1e-06 0.1 7704 TCGA -6 0.1858770370962418 0.185087734580639 75 1e-05 100 100 1e-06 0.1 7704 TCGA -7 0.184117670380014 0.18311529303315896 75 1e-05 100 100 1e-06 0.1 7704 TCGA -8 0.18185970253551334 0.18062551993521014 75 1e-05 100 100 1e-06 0.1 7704 TCGA -9 0.17926379150079688 0.17794793619582402 75 1e-05 100 100 1e-06 0.1 7704 TCGA -10 0.17658267261088062 0.17524407317290952 75 1e-05 100 100 1e-06 0.1 7704 TCGA -11 0.1738828933339444 0.1725761420163677 75 1e-05 100 100 1e-06 0.1 7704 TCGA -12 0.1712681011674473 0.16997826159299917 75 1e-05 100 100 1e-06 0.1 7704 TCGA -13 0.16872703654184074 0.16746286516213538 75 1e-05 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TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index 02168ef03..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18856130729151138 0.1883937729213705 75 1e-05 100 100 1e-06 0.5 24 TCGA -1 0.1884162848679558 0.1883805871159587 75 1e-05 100 100 1e-06 0.5 24 TCGA -2 0.18840445319627436 0.1883664283171371 75 1e-05 100 100 1e-06 0.5 24 TCGA -3 0.188366556133672 0.18827568226723215 75 1e-05 100 100 1e-06 0.5 24 TCGA -4 0.1881834740503809 0.1879519041459165 75 1e-05 100 100 1e-06 0.5 24 TCGA -5 0.18771425360101238 0.18726493972330238 75 1e-05 100 100 1e-06 0.5 24 TCGA 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-82 0.07713937449450604 0.07220272375411124 75 1e-05 100 100 1e-06 0.5 24 TCGA -83 0.07590095116691885 0.07100906032114172 75 1e-05 100 100 1e-06 0.5 24 TCGA -84 0.07456215320088286 0.06982187039438803 75 1e-05 100 100 1e-06 0.5 24 TCGA -85 0.07337737964547922 0.06861559694735848 75 1e-05 100 100 1e-06 0.5 24 TCGA -86 0.07210660526323749 0.06745967538512532 75 1e-05 100 100 1e-06 0.5 24 TCGA -87 0.07100207439516389 0.06632760979572133 75 1e-05 100 100 1e-06 0.5 24 TCGA -88 0.06983230247027454 0.06516750871985402 75 1e-05 100 100 1e-06 0.5 24 TCGA -89 0.06858319984022322 0.06402598826879233 75 1e-05 100 100 1e-06 0.5 24 TCGA -90 0.06739993858884948 0.06288732419810703 75 1e-05 100 100 1e-06 0.5 24 TCGA -91 0.06615875006297535 0.061776727213332404 75 1e-05 100 100 1e-06 0.5 24 TCGA -92 0.06498680938875613 0.06067711010051133 75 1e-05 100 100 1e-06 0.5 24 TCGA -93 0.06389306580043022 0.05956006645407509 75 1e-05 100 100 1e-06 0.5 24 TCGA -94 0.06273583639739533 0.05841433958866488 75 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0.052710247530260275 75 1e-05 100 100 1e-06 0.0 1039 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_100bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_100bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index 24227348e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.2740642389195055 0.19335115899392707 75 1e-05 100 100 0.001 0.1 3796 TCGA -1 0.19123014276954317 0.18985503447714763 75 1e-05 100 100 0.001 0.1 3796 TCGA -2 0.18948083506064006 0.18910634465253534 75 1e-05 100 100 0.001 0.1 3796 TCGA -3 0.18897520247208566 0.18883218500182855 75 1e-05 100 100 0.001 0.1 3796 TCGA -4 0.18875838477359524 0.18870248746632332 75 1e-05 100 100 0.001 0.1 3796 TCGA -5 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_100bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.3057526606413147 0.1947938454660339 75 1e-05 100 100 0.001 0.5 9094 TCGA -1 0.19168558085233536 0.19037374711815436 75 1e-05 100 100 0.001 0.5 9094 TCGA -2 0.18968074375503444 0.18941637461808458 75 1e-05 100 100 0.001 0.5 9094 TCGA -3 0.1891109529969575 0.18902812995503296 75 1e-05 100 100 0.001 0.5 9094 TCGA -4 0.1888499047666645 0.18882922768293314 75 1e-05 100 100 0.001 0.5 9094 TCGA -5 0.1887064992363584 0.18870799176057979 75 1e-05 100 100 0.001 0.5 9094 TCGA -6 0.1886222617828975 0.18862572522019622 75 1e-05 100 100 0.001 0.5 9094 TCGA -7 0.1885676928690361 0.18857216550477185 75 1e-05 100 100 0.001 0.5 9094 TCGA -8 0.1885278792716068 0.18853591831784752 75 1e-05 100 100 0.001 0.5 9094 TCGA -9 0.18850023979313846 0.18850993099224628 75 1e-05 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_100bs_100e_0s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_100bs_100e_0s_0.1n_TCGA.tsv deleted file mode 100644 index 8cf534c17..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_100bs_100e_0s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18833398904960355 0.18810974982515652 75 1e-05 100 100 0.0 0.1 3335 TCGA -1 0.18733956036836205 0.18597426306662249 75 1e-05 100 100 0.0 0.1 3335 TCGA -2 0.18343437714779773 0.18016557957059773 75 1e-05 100 100 0.0 0.1 3335 TCGA -3 0.17640061739040866 0.1723119296021198 75 1e-05 100 100 0.0 0.1 3335 TCGA -4 0.1685859553531712 0.16477617261996821 75 1e-05 100 100 0.0 0.1 3335 TCGA -5 0.16161971961976906 0.15842175498679656 75 1e-05 100 100 0.0 0.1 3335 TCGA -6 0.15586400048676075 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-95 0.07538966278766253 0.07516914636046443 75 1e-05 100 100 0.0 0.1 3335 TCGA -96 0.07537877744616561 0.07515841576472 75 1e-05 100 100 0.0 0.1 3335 TCGA -97 0.0753660935383381 0.07514745345217498 75 1e-05 100 100 0.0 0.1 3335 TCGA -98 0.07536245187018277 0.07513707307115872 75 1e-05 100 100 0.0 0.1 3335 TCGA -99 0.0753544902383037 0.0751280275421526 75 1e-05 100 100 0.0 0.1 3335 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_100bs_100e_0s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_100bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index d34f122eb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_100bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18835226603817867 0.18822141605705472 75 1e-05 100 100 0.0 0.5 6863 TCGA -1 0.18756945444205894 0.18650550032081317 75 1e-05 100 100 0.0 0.5 6863 TCGA -2 0.18447502842438063 0.18166198547761045 75 1e-05 100 100 0.0 0.5 6863 TCGA -3 0.17847339177566762 0.17432499029229034 75 1e-05 100 100 0.0 0.5 6863 TCGA -4 0.17102134254531198 0.16662782797561818 75 1e-05 100 100 0.0 0.5 6863 TCGA -5 0.16397900865578016 0.15994938309468218 75 1e-05 100 100 0.0 0.5 6863 TCGA -6 0.1579629710951026 0.15443958109946707 75 1e-05 100 100 0.0 0.5 6863 TCGA -7 0.1530616899505499 0.1499423109856083 75 1e-05 100 100 0.0 0.5 6863 TCGA -8 0.14899281027401143 0.14624857146236764 75 1e-05 100 100 0.0 0.5 6863 TCGA -9 0.1456227711647107 0.14312763744263193 75 1e-05 100 100 0.0 0.5 6863 TCGA -10 0.14268895312902558 0.14048339434005508 75 1e-05 100 100 0.0 0.5 6863 TCGA -11 0.14028105797552345 0.13818713296298404 75 1e-05 100 100 0.0 0.5 6863 TCGA -12 0.13808925950323608 0.13616622827160899 75 1e-05 100 100 0.0 0.5 6863 TCGA -13 0.1361675882864403 0.1343685285230378 75 1e-05 100 100 0.0 0.5 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-77 0.07309124336263699 0.07258447649041612 75 1e-05 100 100 0.0 0.5 6863 TCGA -78 0.07308348143442706 0.07257742599476522 75 1e-05 100 100 0.0 0.5 6863 TCGA -79 0.07303622221541546 0.0725703367860473 75 1e-05 100 100 0.0 0.5 6863 TCGA -80 0.07302700502390254 0.07256158411353078 75 1e-05 100 100 0.0 0.5 6863 TCGA -81 0.07301505901296167 0.07255455402273629 75 1e-05 100 100 0.0 0.5 6863 TCGA -82 0.07300185029535158 0.07254848561844035 75 1e-05 100 100 0.0 0.5 6863 TCGA -83 0.07296668307341986 0.07253970501560662 75 1e-05 100 100 0.0 0.5 6863 TCGA -84 0.07296613252632639 0.07253220460223193 75 1e-05 100 100 0.0 0.5 6863 TCGA -85 0.0729398357873517 0.07252377443876698 75 1e-05 100 100 0.0 0.5 6863 TCGA -86 0.0729070688856807 0.07251538909110591 75 1e-05 100 100 0.0 0.5 6863 TCGA -87 0.07289649698833812 0.07250715578770518 75 1e-05 100 100 0.0 0.5 6863 TCGA -88 0.0728933571154138 0.07249833493676018 75 1e-05 100 100 0.0 0.5 6863 TCGA -89 0.07288768036345683 0.07248970821275184 75 1e-05 100 100 0.0 0.5 6863 TCGA -90 0.0728552731188337 0.07247909607749488 75 1e-05 100 100 0.0 0.5 6863 TCGA -91 0.07283920534591294 0.07246800485867352 75 1e-05 100 100 0.0 0.5 6863 TCGA -92 0.07285521111576562 0.07245760306191804 75 1e-05 100 100 0.0 0.5 6863 TCGA -93 0.07282446391355753 0.0724484535991846 75 1e-05 100 100 0.0 0.5 6863 TCGA -94 0.07279638704134958 0.07243671133440344 75 1e-05 100 100 0.0 0.5 6863 TCGA -95 0.07279345119491142 0.07242625929302905 75 1e-05 100 100 0.0 0.5 6863 TCGA -96 0.07279007932609287 0.07241476641677731 75 1e-05 100 100 0.0 0.5 6863 TCGA -97 0.07277560713504998 0.07240333643989946 75 1e-05 100 100 0.0 0.5 6863 TCGA -98 0.07274225088322266 0.07239225506782532 75 1e-05 100 100 0.0 0.5 6863 TCGA -99 0.07274655373281554 0.07238153678987494 75 1e-05 100 100 0.0 0.5 6863 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_100bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_100bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index b818e4129..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1883002021643636 0.18809453094724435 75 1e-05 100 100 0.0 0.0 6833 TCGA -1 0.1872036550570338 0.18596168940690294 75 1e-05 100 100 0.0 0.0 6833 TCGA -2 0.18351430430358004 0.1806516859998655 75 1e-05 100 100 0.0 0.0 6833 TCGA -3 0.1769511292842712 0.17322401372931112 75 1e-05 100 100 0.0 0.0 6833 TCGA -4 0.1693163374722676 0.16573502557661066 75 1e-05 100 100 0.0 0.0 6833 TCGA -5 0.16223877927516903 0.15920709066055527 75 1e-05 100 100 0.0 0.0 6833 TCGA -6 0.1562444860963287 0.15379270342127163 75 1e-05 100 100 0.0 0.0 6833 TCGA -7 0.15131919310020808 0.14935555836962694 75 1e-05 100 100 0.0 0.0 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_50bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index ad925cd06..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_50bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18843205797245147 0.18826195507792373 75 1e-05 50 100 1e-06 0.5 2905 TCGA -1 0.18726067979336583 0.18501554863836298 75 1e-05 50 100 1e-06 0.5 2905 TCGA -2 0.18138481002458573 0.1765250893094432 75 1e-05 50 100 1e-06 0.5 2905 TCGA -3 0.17240349642366073 0.1668673891517984 75 1e-05 50 100 1e-06 0.5 2905 TCGA -4 0.16374889742830448 0.15865828411363478 75 1e-05 50 100 1e-06 0.5 2905 TCGA -5 0.1567105959569893 0.15226177264697588 75 1e-05 50 100 1e-06 0.5 2905 TCGA -6 0.1511085464051824 0.14715859286449662 75 1e-05 50 100 1e-06 0.5 2905 TCGA -7 0.1466372085793208 0.14300640017243485 75 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_50bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_50bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index 62241913e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_50bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.20987266843999414 0.1892340742613203 75 1e-05 50 100 0.001 0.1 8566 TCGA -1 0.18881950335905 0.18869741373325713 75 1e-05 50 100 0.001 0.1 8566 TCGA -2 0.1885627813006049 0.18857497718166466 75 1e-05 50 100 0.001 0.1 8566 TCGA -3 0.1884869301820762 0.18852074871111155 75 1e-05 50 100 0.001 0.1 8566 TCGA -4 0.1884518040102738 0.18849116039635547 75 1e-05 50 100 0.001 0.1 8566 TCGA -5 0.1884291320640017 0.18846949246061506 75 1e-05 50 100 0.001 0.1 8566 TCGA -6 0.1884101232552664 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epochs sparsity noise seed dataset -0 0.21075842424333993 0.18915661982255966 75 1e-05 50 100 0.001 0.5 6961 TCGA -1 0.18878429860478732 0.18861934235647096 75 1e-05 50 100 0.001 0.5 6961 TCGA -2 0.1885394326047661 0.18851233973874518 75 1e-05 50 100 0.001 0.5 6961 TCGA -3 0.1884736677444411 0.1884644458341838 75 1e-05 50 100 0.001 0.5 6961 TCGA -4 0.18844247539104103 0.1884386510255948 75 1e-05 50 100 0.001 0.5 6961 TCGA -5 0.18842078731726397 0.18841534628340947 75 1e-05 50 100 0.001 0.5 6961 TCGA -6 0.1884004329547963 0.1883907055285708 75 1e-05 50 100 0.001 0.5 6961 TCGA -7 0.1883764287725279 0.18836257550584612 75 1e-05 50 100 0.001 0.5 6961 TCGA -8 0.18834601527300113 0.18832852605299735 75 1e-05 50 100 0.001 0.5 6961 TCGA -9 0.1883068191681154 0.18828306860061148 75 1e-05 50 100 0.001 0.5 6961 TCGA -10 0.18825608702300184 0.18822500521513685 75 1e-05 50 100 0.001 0.5 6961 TCGA -11 0.1881914210247666 0.1881517939381863 75 1e-05 50 100 0.001 0.5 6961 TCGA -12 0.1881102754832485 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1e-05 50 100 0.001 0.5 6961 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_50bs_100e_0.001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_50bs_100e_0.001s_0n_TCGA.tsv deleted file mode 100644 index e623ca82d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_50bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.2176238207435725 0.18942089461202 75 1e-05 50 100 0.001 0.0 2054 TCGA -1 0.1889535954706716 0.1887085017696697 75 1e-05 50 100 0.001 0.0 2054 TCGA -2 0.18861272518277394 0.18855655904690824 75 1e-05 50 100 0.001 0.0 2054 TCGA -3 0.1885105608789393 0.18849890757745236 75 1e-05 50 100 0.001 0.0 2054 TCGA -4 0.1884672670412149 0.1884691698018031 75 1e-05 50 100 0.001 0.0 2054 TCGA -5 0.18844314319225997 0.18845124482809 75 1e-05 50 100 0.001 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0.03862197275961464 75 1e-05 50 100 0.001 0.0 2054 TCGA -94 0.037667470700055015 0.03671752799994982 75 1e-05 50 100 0.001 0.0 2054 TCGA -95 0.0357996853978483 0.03488684606612028 75 1e-05 50 100 0.001 0.0 2054 TCGA -96 0.03400561178107456 0.033129501938071085 75 1e-05 50 100 0.001 0.0 2054 TCGA -97 0.03228459664737823 0.03144498504511076 75 1e-05 50 100 0.001 0.0 2054 TCGA -98 0.030635670547861447 0.029831964728520743 75 1e-05 50 100 0.001 0.0 2054 TCGA -99 0.029057853241968877 0.028289571881818413 75 1e-05 50 100 0.001 0.0 2054 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_50bs_100e_0s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_50bs_100e_0s_0.1n_TCGA.tsv deleted file mode 100644 index b6915bd90..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_50bs_100e_0s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_50bs_100e_0s_0.5n_TCGA.tsv deleted file mode 100644 index 71b449612..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_50bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18781518316259607 0.18598803743046133 75 1e-05 50 100 0.0 0.5 2636 TCGA -1 0.18097129469305587 0.17391595678712854 75 1e-05 50 100 0.0 0.5 2636 TCGA -2 0.1677623064037758 0.16037473981104902 75 1e-05 50 100 0.0 0.5 2636 TCGA -3 0.15640589944957584 0.15061601674436925 75 1e-05 50 100 0.0 0.5 2636 TCGA -4 0.14835362720002498 0.14383224858410992 75 1e-05 50 100 0.0 0.5 2636 TCGA -5 0.14261130445709264 0.1389272547696703 75 1e-05 50 100 0.0 0.5 2636 TCGA -6 0.1382823915373921 0.13511519770526406 75 1e-05 50 100 0.0 0.5 2636 TCGA -7 0.13484526769645727 0.13202685192601765 75 1e-05 50 100 0.0 0.5 2636 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0.5 2636 TCGA -98 0.06875467050260485 0.06836063220123549 75 1e-05 50 100 0.0 0.5 2636 TCGA -99 0.06874757126025263 0.06835810608001211 75 1e-05 50 100 0.0 0.5 2636 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_50bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_50bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index fa4287180..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00001lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18768284952604608 0.18563625276388235 75 1e-05 50 100 0.0 0.0 1109 TCGA -1 0.17956975260933458 0.17240830252518008 75 1e-05 50 100 0.0 0.0 1109 TCGA -2 0.16504541432661915 0.1587249386550194 75 1e-05 50 100 0.0 0.0 1109 TCGA -3 0.15338146155141855 0.14927429986659008 75 1e-05 50 100 0.0 0.0 1109 TCGA -4 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seed dataset -0 0.18842935154801008 0.18833193519906183 75 5e-05 100 100 1e-06 0.1 1043 TCGA -1 0.188227876430378 0.18795103134222366 75 5e-05 100 100 1e-06 0.1 1043 TCGA -2 0.1874409741187205 0.1866452194488228 75 5e-05 100 100 1e-06 0.1 1043 TCGA -3 0.18548367084409925 0.18396467000395808 75 5e-05 100 100 1e-06 0.1 1043 TCGA -4 0.18204439963755803 0.17973244347464498 75 5e-05 100 100 1e-06 0.1 1043 TCGA -5 0.17704831070400454 0.17396396346128168 75 5e-05 100 100 1e-06 0.1 1043 TCGA -6 0.1705753335261241 0.16679511544991976 75 5e-05 100 100 1e-06 0.1 1043 TCGA -7 0.16279835953937602 0.15843183693274782 75 5e-05 100 100 1e-06 0.1 1043 TCGA -8 0.1539456069083575 0.14912021092733546 75 5e-05 100 100 1e-06 0.1 1043 TCGA -9 0.14427495970598542 0.13912726564323483 75 5e-05 100 100 1e-06 0.1 1043 TCGA -10 0.13405572518644782 0.12872198014403108 75 5e-05 100 100 1e-06 0.1 1043 TCGA -11 0.12355327959311622 0.11816379663782503 75 5e-05 100 100 1e-06 0.1 1043 TCGA -12 0.11301648478407401 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0.003847194475525449 0.00391958895415517 75 5e-05 100 100 1e-06 0.5 6697 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_100bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_100bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index 934b54ebb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18841994114620156 0.18833442009873128 75 5e-05 100 100 1e-06 0.0 8051 TCGA -1 0.18822619580260502 0.18794541622526081 75 5e-05 100 100 1e-06 0.0 8051 TCGA -2 0.18741803822446607 0.186601517862411 75 5e-05 100 100 1e-06 0.0 8051 TCGA -3 0.18540403521484078 0.18384486159787106 75 5e-05 100 100 1e-06 0.0 8051 TCGA -4 0.18187300535048848 0.17950616342638007 75 5e-05 100 100 1e-06 0.0 8051 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_100bs_100e_0.001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_100bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index b1c40c312..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.20668869354566807 0.18845478606283964 75 5e-05 100 100 0.001 0.1 2929 TCGA -1 0.18841069290076187 0.18844699769762893 75 5e-05 100 100 0.001 0.1 2929 TCGA -2 0.18839442669074574 0.18842712733613787 75 5e-05 100 100 0.001 0.1 2929 TCGA -3 0.1883598771933826 0.18837648922175018 75 5e-05 100 100 0.001 0.1 2929 TCGA -4 0.18828289505193668 0.18826832056944096 75 5e-05 100 100 0.001 0.1 2929 TCGA -5 0.18813560456486603 0.18807568734315172 75 5e-05 100 100 0.001 0.1 2929 TCGA -6 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a928d5698..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_100bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.21470890112594643 0.18843054606686885 75 5e-05 100 100 0.001 0.5 6435 TCGA -1 0.18841525279746443 0.18840481116244542 75 5e-05 100 100 0.001 0.5 6435 TCGA -2 0.18837782687202256 0.18835393964645253 75 5e-05 100 100 0.001 0.5 6435 TCGA -3 0.18830394795602529 0.18825476403212427 75 5e-05 100 100 0.001 0.5 6435 TCGA -4 0.18816996474646075 0.188083688967192 75 5e-05 100 100 0.001 0.5 6435 TCGA -5 0.1879551456647601 0.18782170199269627 75 5e-05 100 100 0.001 0.5 6435 TCGA -6 0.18764081957258008 0.18745101673818712 75 5e-05 100 100 0.001 0.5 6435 TCGA -7 0.18720881242227283 0.18695387925634432 75 5e-05 100 100 0.001 0.5 6435 TCGA -8 0.1866425550240786 0.18631401448393586 75 5e-05 100 100 0.001 0.5 6435 TCGA -9 0.18592619254581363 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0.004263482546804506 0.004364014027555983 75 5e-05 100 100 0.001 0.0 5117 TCGA -99 0.0042177850084479315 0.004321138620208107 75 5e-05 100 100 0.001 0.0 5117 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_100bs_100e_0s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_100bs_100e_0s_0.1n_TCGA.tsv deleted file mode 100644 index 03580b6ca..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_100bs_100e_0s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1847380560874034 0.17393764561444672 75 5e-05 100 100 0.0 0.1 4768 TCGA -1 0.1580401628025276 0.14532103438173707 75 5e-05 100 100 0.0 0.1 4768 TCGA -2 0.13871622304290196 0.1333887610752978 75 5e-05 100 100 0.0 0.1 4768 TCGA -3 0.12966152625113728 0.1262392986509668 75 5e-05 100 100 0.0 0.1 4768 TCGA -4 0.12300932285462071 0.11969664262317532 75 5e-05 100 100 0.0 0.1 4768 TCGA -5 0.11577721449819603 0.11111426409614746 75 5e-05 100 100 0.0 0.1 4768 TCGA -6 0.10448385425222174 0.09637249882646541 75 5e-05 100 100 0.0 0.1 4768 TCGA -7 0.08906793122493019 0.0829039687038067 75 5e-05 100 100 0.0 0.1 4768 TCGA -8 0.08010726589728231 0.07780253711208027 75 5e-05 100 100 0.0 0.1 4768 TCGA -9 0.07698265202064868 0.07606817209091618 75 5e-05 100 100 0.0 0.1 4768 TCGA -10 0.07581965969664428 0.0753318215884156 75 5e-05 100 100 0.0 0.1 4768 TCGA -11 0.07527958434139569 0.07497427372926443 75 5e-05 100 100 0.0 0.1 4768 TCGA -12 0.07500386493491971 0.07477981514816907 75 5e-05 100 100 0.0 0.1 4768 TCGA -13 0.07483754702305764 0.07465924124172585 75 5e-05 100 100 0.0 0.1 4768 TCGA -14 0.07474068273243488 0.07457702352323724 75 5e-05 100 100 0.0 0.1 4768 TCGA -15 0.07465666095827131 0.07451291633161468 75 5e-05 100 100 0.0 0.1 4768 TCGA -16 0.0745947168020814 0.07445801843201096 75 5e-05 100 100 0.0 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0.07401997034423914 75 5e-05 100 100 0.0 0.1 4768 TCGA -30 0.07413915182074102 0.07399936754200327 75 5e-05 100 100 0.0 0.1 4768 TCGA -31 0.07412738299706456 0.07398108703706732 75 5e-05 100 100 0.0 0.1 4768 TCGA -32 0.07410348574422489 0.07396452930105392 75 5e-05 100 100 0.0 0.1 4768 TCGA -33 0.07408480077835582 0.07394230463097443 75 5e-05 100 100 0.0 0.1 4768 TCGA -34 0.07406375269772605 0.07392336937350844 75 5e-05 100 100 0.0 0.1 4768 TCGA -35 0.07404288851395824 0.07390502244982887 75 5e-05 100 100 0.0 0.1 4768 TCGA -36 0.07402374984274247 0.07388403356524569 75 5e-05 100 100 0.0 0.1 4768 TCGA -37 0.07399726285075141 0.0738625198078515 75 5e-05 100 100 0.0 0.1 4768 TCGA -38 0.07398065556065687 0.07384146959637877 75 5e-05 100 100 0.0 0.1 4768 TCGA -39 0.07395537774325854 0.07382037127437303 75 5e-05 100 100 0.0 0.1 4768 TCGA -40 0.07393276261566792 0.07379545563429445 75 5e-05 100 100 0.0 0.1 4768 TCGA -41 0.0739060447621271 0.07376969006642624 75 5e-05 100 100 0.0 0.1 4768 TCGA -42 0.07388557790329393 0.07374543075136204 75 5e-05 100 100 0.0 0.1 4768 TCGA -43 0.07385896652594304 0.07372059103981335 75 5e-05 100 100 0.0 0.1 4768 TCGA -44 0.07382827704972568 0.07369683881351097 75 5e-05 100 100 0.0 0.1 4768 TCGA -45 0.07380500366471152 0.07367083175697518 75 5e-05 100 100 0.0 0.1 4768 TCGA -46 0.0737803173064853 0.0736467415214184 75 5e-05 100 100 0.0 0.1 4768 TCGA -47 0.07375915442420937 0.07362243885071433 75 5e-05 100 100 0.0 0.1 4768 TCGA -48 0.07373206714528495 0.07359979545051729 75 5e-05 100 100 0.0 0.1 4768 TCGA -49 0.07370994436726239 0.07357689861825963 75 5e-05 100 100 0.0 0.1 4768 TCGA -50 0.0736848761166748 0.07355415263217897 75 5e-05 100 100 0.0 0.1 4768 TCGA -51 0.07366861697385747 0.07353094231393469 75 5e-05 100 100 0.0 0.1 4768 TCGA -52 0.07364212105098294 0.07351077617562596 75 5e-05 100 100 0.0 0.1 4768 TCGA -53 0.07362397386584249 0.07349051654937878 75 5e-05 100 100 0.0 0.1 4768 TCGA -54 0.0736035913027734 0.07347046684979194 75 5e-05 100 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0.07309239395149988 75 5e-05 100 100 0.0 0.1 4768 TCGA -68 0.07319819359045394 0.07307864216404344 75 5e-05 100 100 0.0 0.1 4768 TCGA -69 0.07317933838642765 0.07306532599219126 75 5e-05 100 100 0.0 0.1 4768 TCGA -70 0.07312256283579906 0.07296737066315646 75 5e-05 100 100 0.0 0.1 4768 TCGA -71 0.07306918161467445 0.07295417823084635 75 5e-05 100 100 0.0 0.1 4768 TCGA -72 0.07306039608114331 0.07294280696005079 75 5e-05 100 100 0.0 0.1 4768 TCGA -73 0.07304625659399312 0.07293074342174147 75 5e-05 100 100 0.0 0.1 4768 TCGA -74 0.07297846243469054 0.07283649859416425 75 5e-05 100 100 0.0 0.1 4768 TCGA -75 0.0729392480480643 0.07282250524316002 75 5e-05 100 100 0.0 0.1 4768 TCGA -76 0.07286974111346745 0.07263738617076347 75 5e-05 100 100 0.0 0.1 4768 TCGA -77 0.07263871892922451 0.07241131604915887 75 5e-05 100 100 0.0 0.1 4768 TCGA -78 0.07245138976799882 0.0723231749693353 75 5e-05 100 100 0.0 0.1 4768 TCGA -79 0.07242183259291526 0.07231236054519911 75 5e-05 100 100 0.0 0.1 4768 TCGA -80 0.07240377196640638 0.07224644578281958 75 5e-05 100 100 0.0 0.1 4768 TCGA -81 0.07223128609235352 0.07204721984102498 75 5e-05 100 100 0.0 0.1 4768 TCGA -82 0.0721051915956137 0.07190800735249592 75 5e-05 100 100 0.0 0.1 4768 TCGA -83 0.07168317311246396 0.07139029694561982 75 5e-05 100 100 0.0 0.1 4768 TCGA -84 0.07123994441476966 0.07087802490097793 75 5e-05 100 100 0.0 0.1 4768 TCGA -85 0.0707697550655875 0.07053336935426721 75 5e-05 100 100 0.0 0.1 4768 TCGA -86 0.07048692183827088 0.07013543013801526 75 5e-05 100 100 0.0 0.1 4768 TCGA -87 0.07004717705584834 0.0697747766222786 75 5e-05 100 100 0.0 0.1 4768 TCGA -88 0.06979449798065791 0.06942772052845164 75 5e-05 100 100 0.0 0.1 4768 TCGA -89 0.06938339205911376 0.06919510804828088 75 5e-05 100 100 0.0 0.1 4768 TCGA -90 0.06907811546507978 0.06873149589527791 75 5e-05 100 100 0.0 0.1 4768 TCGA -91 0.06873973903262545 0.0685294420275856 75 5e-05 100 100 0.0 0.1 4768 TCGA -92 0.06856942673718268 0.06840526668270629 75 5e-05 100 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loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18481307731820132 0.1736538212503021 75 5e-05 100 100 0.0 0.5 8802 TCGA -1 0.15898100858801031 0.14479194701316966 75 5e-05 100 100 0.0 0.5 8802 TCGA -2 0.13974485944119505 0.1326205043037932 75 5e-05 100 100 0.0 0.5 8802 TCGA -3 0.13066239402867386 0.12552986866864727 75 5e-05 100 100 0.0 0.5 8802 TCGA -4 0.12421340015413826 0.11932075394308148 75 5e-05 100 100 0.0 0.5 8802 TCGA -5 0.11742342912963837 0.11153848334472982 75 5e-05 100 100 0.0 0.5 8802 TCGA -6 0.10783959070091895 0.09864796533356959 75 5e-05 100 100 0.0 0.5 8802 TCGA -7 0.09371732779114171 0.08356936212310839 75 5e-05 100 100 0.0 0.5 8802 TCGA -8 0.08223292601884961 0.07627491169988211 75 5e-05 100 100 0.0 0.5 8802 TCGA -9 0.07730805065525684 0.07376128760863788 75 5e-05 100 100 0.0 0.5 8802 TCGA -10 0.07516002695113903 0.07288180164356328 75 5e-05 100 100 0.0 0.5 8802 TCGA -11 0.07422857742059283 0.07252816769795202 75 5e-05 100 100 0.0 0.5 8802 TCGA -12 0.07372764146631351 0.07238150822307596 75 5e-05 100 100 0.0 0.5 8802 TCGA -13 0.07345987288633725 0.07231316951351549 75 5e-05 100 100 0.0 0.5 8802 TCGA -14 0.07325051351841146 0.0722842127384253 75 5e-05 100 100 0.0 0.5 8802 TCGA -15 0.07315015838586375 0.07226601654860243 75 5e-05 100 100 0.0 0.5 8802 TCGA -16 0.07308227452685996 0.07225627302374672 75 5e-05 100 100 0.0 0.5 8802 TCGA -17 0.07300585527224578 0.07224715171597111 75 5e-05 100 100 0.0 0.5 8802 TCGA -18 0.0729520634508636 0.07223244988588831 75 5e-05 100 100 0.0 0.5 8802 TCGA -19 0.07293166870357123 0.0722193835144067 75 5e-05 100 100 0.0 0.5 8802 TCGA -20 0.07287720943358157 0.07220231786594918 75 5e-05 100 100 0.0 0.5 8802 TCGA -21 0.07283490732975843 0.07218329690808627 75 5e-05 100 100 0.0 0.5 8802 TCGA -22 0.07276649651370126 0.07215871515885071 75 5e-05 100 100 0.0 0.5 8802 TCGA -23 0.0727411685797343 0.07213816462299931 75 5e-05 100 100 0.0 0.5 8802 TCGA -24 0.07273105365687921 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-37 0.07233559215493947 0.07177308856991667 75 5e-05 100 100 0.0 0.5 8802 TCGA -38 0.07230598644920726 0.0717558095503093 75 5e-05 100 100 0.0 0.5 8802 TCGA -39 0.07229250146134089 0.07173154503107071 75 5e-05 100 100 0.0 0.5 8802 TCGA -40 0.07229252260638636 0.07171235256009366 75 5e-05 100 100 0.0 0.5 8802 TCGA -41 0.07224607433305014 0.07169565588385615 75 5e-05 100 100 0.0 0.5 8802 TCGA -42 0.07222753263305562 0.07167393523245001 75 5e-05 100 100 0.0 0.5 8802 TCGA -43 0.07221620713929963 0.0716568749379273 75 5e-05 100 100 0.0 0.5 8802 TCGA -44 0.07220623818927743 0.07164501870547108 75 5e-05 100 100 0.0 0.5 8802 TCGA -45 0.07216011280076873 0.07162637709073685 75 5e-05 100 100 0.0 0.5 8802 TCGA -46 0.07216491368911618 0.07160714201292201 75 5e-05 100 100 0.0 0.5 8802 TCGA -47 0.0721365849799657 0.07159093284427222 75 5e-05 100 100 0.0 0.5 8802 TCGA -48 0.07211905299622587 0.07157314153172863 75 5e-05 100 100 0.0 0.5 8802 TCGA -49 0.07209834766725248 0.0715614906956802 75 5e-05 100 100 0.0 0.5 8802 TCGA -50 0.0720934721633238 0.07154260897756222 75 5e-05 100 100 0.0 0.5 8802 TCGA -51 0.07206981319267577 0.07151478974513673 75 5e-05 100 100 0.0 0.5 8802 TCGA -52 0.07202282656561731 0.07142989483460709 75 5e-05 100 100 0.0 0.5 8802 TCGA -53 0.07196372506580977 0.0714129214385646 75 5e-05 100 100 0.0 0.5 8802 TCGA -54 0.07194202189294338 0.07140599531893754 75 5e-05 100 100 0.0 0.5 8802 TCGA -55 0.07193602862478779 0.07138860495246235 75 5e-05 100 100 0.0 0.5 8802 TCGA -56 0.07192746980546348 0.07137610789519458 75 5e-05 100 100 0.0 0.5 8802 TCGA -57 0.07190430921703354 0.07135978217550258 75 5e-05 100 100 0.0 0.5 8802 TCGA -58 0.07189947776126335 0.07134456052702276 75 5e-05 100 100 0.0 0.5 8802 TCGA -59 0.07186840621305239 0.07133662988941873 75 5e-05 100 100 0.0 0.5 8802 TCGA -60 0.07187758938337972 0.07132622674481953 75 5e-05 100 100 0.0 0.5 8802 TCGA -61 0.0718629339815703 0.07131129787794908 75 5e-05 100 100 0.0 0.5 8802 TCGA -62 0.07183579161375651 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TCGA -75 0.07173238411081703 0.07116239881096174 75 5e-05 100 100 0.0 0.5 8802 TCGA -76 0.07171730143787845 0.0711149073500729 75 5e-05 100 100 0.0 0.5 8802 TCGA -77 0.07163535425580231 0.07105261851195714 75 5e-05 100 100 0.0 0.5 8802 TCGA -78 0.07160974250868743 0.0710071826999511 75 5e-05 100 100 0.0 0.5 8802 TCGA -79 0.07152800259396279 0.07096422886728641 75 5e-05 100 100 0.0 0.5 8802 TCGA -80 0.07151951153841332 0.07094742058210038 75 5e-05 100 100 0.0 0.5 8802 TCGA -81 0.07150806308720764 0.07093715334507689 75 5e-05 100 100 0.0 0.5 8802 TCGA -82 0.07146661973452645 0.07084868208098052 75 5e-05 100 100 0.0 0.5 8802 TCGA -83 0.07140412344365983 0.07084216637976805 75 5e-05 100 100 0.0 0.5 8802 TCGA -84 0.07139456740915542 0.07082623842373566 75 5e-05 100 100 0.0 0.5 8802 TCGA -85 0.07140551854678863 0.07082558348400508 75 5e-05 100 100 0.0 0.5 8802 TCGA -86 0.07138376098859256 0.07081185198908475 75 5e-05 100 100 0.0 0.5 8802 TCGA -87 0.07137964805603719 0.07079141875307764 75 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_100bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_100bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index 5b018eb3d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18481107900412516 0.1738280681659229 75 5e-05 100 100 0.0 0.0 9071 TCGA -1 0.15730348532121885 0.14465982717784806 75 5e-05 100 100 0.0 0.0 9071 TCGA -2 0.13768176514730615 0.13248712483362937 75 5e-05 100 100 0.0 0.0 9071 TCGA -3 0.1284217417825611 0.1250215652749766 75 5e-05 100 100 0.0 0.0 9071 TCGA -4 0.12133307172186554 0.1178290256153998 75 5e-05 100 100 0.0 0.0 9071 TCGA -5 0.11289607165733716 0.10730549416050839 75 5e-05 100 100 0.0 0.0 9071 TCGA -6 0.09875825704897151 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-19 0.07407613136294244 0.07413264158083566 75 5e-05 100 100 0.0 0.0 9071 TCGA -20 0.07403744044717314 0.07409517526926107 75 5e-05 100 100 0.0 0.0 9071 TCGA -21 0.07400253273065181 0.0740607536992236 75 5e-05 100 100 0.0 0.0 9071 TCGA -22 0.07397048714730686 0.07402852054067592 75 5e-05 100 100 0.0 0.0 9071 TCGA -23 0.07394091584531041 0.07399947218709256 75 5e-05 100 100 0.0 0.0 9071 TCGA -24 0.07391334985889006 0.07397195146461229 75 5e-05 100 100 0.0 0.0 9071 TCGA -25 0.07388687734143358 0.07394580614177426 75 5e-05 100 100 0.0 0.0 9071 TCGA -26 0.07386152848114005 0.07391941071904484 75 5e-05 100 100 0.0 0.0 9071 TCGA -27 0.07383653281861775 0.07389455955082448 75 5e-05 100 100 0.0 0.0 9071 TCGA -28 0.07381187233492152 0.0738687152089785 75 5e-05 100 100 0.0 0.0 9071 TCGA -29 0.07378697409795083 0.07384425034774608 75 5e-05 100 100 0.0 0.0 9071 TCGA -30 0.07376176086417106 0.07381785267861045 75 5e-05 100 100 0.0 0.0 9071 TCGA -31 0.07373588819953664 0.07379291023141775 75 5e-05 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0.0731230432697606 0.07319262799755413 75 5e-05 100 100 0.0 0.0 9071 TCGA -58 0.0731084573307478 0.07317938266237776 75 5e-05 100 100 0.0 0.0 9071 TCGA -59 0.07309473955943284 0.07316540630918052 75 5e-05 100 100 0.0 0.0 9071 TCGA -60 0.07308082496771284 0.07315220376804246 75 5e-05 100 100 0.0 0.0 9071 TCGA -61 0.07306778808415954 0.07313951475536404 75 5e-05 100 100 0.0 0.0 9071 TCGA -62 0.07305511828494905 0.07312710837802695 75 5e-05 100 100 0.0 0.0 9071 TCGA -63 0.07304254594206051 0.07311474857617863 75 5e-05 100 100 0.0 0.0 9071 TCGA -64 0.0730307961910055 0.07310348097702965 75 5e-05 100 100 0.0 0.0 9071 TCGA -65 0.07301945316065021 0.07309325855581006 75 5e-05 100 100 0.0 0.0 9071 TCGA -66 0.07300803848363577 0.07308081346540594 75 5e-05 100 100 0.0 0.0 9071 TCGA -67 0.07299716283479617 0.07307024191522118 75 5e-05 100 100 0.0 0.0 9071 TCGA -68 0.07298637895974507 0.07305914571686606 75 5e-05 100 100 0.0 0.0 9071 TCGA -69 0.07297616354262061 0.07304830950258964 75 5e-05 100 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0.07293620724324605 75 5e-05 100 100 0.0 0.0 9071 TCGA -83 0.07285406649568435 0.07292898998937415 75 5e-05 100 100 0.0 0.0 9071 TCGA -84 0.07284675994024091 0.07292091666753568 75 5e-05 100 100 0.0 0.0 9071 TCGA -85 0.07283938155933767 0.07291433634470455 75 5e-05 100 100 0.0 0.0 9071 TCGA -86 0.07282834493171851 0.07285975844566546 75 5e-05 100 100 0.0 0.0 9071 TCGA -87 0.07274029615824477 0.07281282061158713 75 5e-05 100 100 0.0 0.0 9071 TCGA -88 0.072730667646282 0.07280635519243366 75 5e-05 100 100 0.0 0.0 9071 TCGA -89 0.07272364820971901 0.07279901951551437 75 5e-05 100 100 0.0 0.0 9071 TCGA -90 0.07271733467637302 0.0727925210367495 75 5e-05 100 100 0.0 0.0 9071 TCGA -91 0.07271054955262772 0.07278614206679503 75 5e-05 100 100 0.0 0.0 9071 TCGA -92 0.07270400391610715 0.0727802298251708 75 5e-05 100 100 0.0 0.0 9071 TCGA -93 0.07269792749235335 0.0727740368576505 75 5e-05 100 100 0.0 0.0 9071 TCGA -94 0.07269145730803463 0.07276695936768499 75 5e-05 100 100 0.0 0.0 9071 TCGA -95 0.07268548508512879 0.07276194636246666 75 5e-05 100 100 0.0 0.0 9071 TCGA -96 0.07267943171584483 0.07275637104433386 75 5e-05 100 100 0.0 0.0 9071 TCGA -97 0.07267341497324582 0.07275033068267545 75 5e-05 100 100 0.0 0.0 9071 TCGA -98 0.07266763037956112 0.0727436816946945 75 5e-05 100 100 0.0 0.0 9071 TCGA -99 0.07266191216332264 0.072738877343173 75 5e-05 100 100 0.0 0.0 9071 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_50bs_100e_0.000001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_50bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index 8f2d654e1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_50bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1835622157731457 0.16910093348828992 75 5e-05 50 100 1e-06 0.1 2077 TCGA -1 0.15394787410198676 0.142270511868012 75 5e-05 50 100 1e-06 0.1 2077 TCGA -2 0.1350923947925905 0.1282868529084939 75 5e-05 50 100 1e-06 0.1 2077 TCGA -3 0.12250485197283457 0.11652907500764233 75 5e-05 50 100 1e-06 0.1 2077 TCGA -4 0.11084075498536357 0.10492360737904831 75 5e-05 50 100 1e-06 0.1 2077 TCGA -5 0.09913323285730306 0.09307308412676481 75 5e-05 50 100 1e-06 0.1 2077 TCGA -6 0.08721921658815983 0.08103015408593806 75 5e-05 50 100 1e-06 0.1 2077 TCGA -7 0.07519083229265837 0.06897187566188112 75 5e-05 50 100 1e-06 0.1 2077 TCGA -8 0.06335540375052612 0.05735597504892541 75 5e-05 50 100 1e-06 0.1 2077 TCGA -9 0.05218977363409442 0.04666212723407913 75 5e-05 50 100 1e-06 0.1 2077 TCGA -10 0.04214876656868466 0.03734011526907509 75 5e-05 50 100 1e-06 0.1 2077 TCGA -11 0.03360490419323196 0.029583188391585444 75 5e-05 50 100 1e-06 0.1 2077 TCGA -12 0.026623259296528274 0.023382504138365463 75 5e-05 50 100 1e-06 0.1 2077 TCGA -13 0.021135883491462608 0.018567853190716188 75 5e-05 50 100 1e-06 0.1 2077 TCGA -14 0.01689271112601031 0.014907854173950215 75 5e-05 50 100 1e-06 0.1 2077 TCGA -15 0.013673257696340327 0.012152363017351184 75 5e-05 50 100 1e-06 0.1 2077 TCGA -16 0.011269149068089745 0.010090083309716016 75 5e-05 50 100 1e-06 0.1 2077 TCGA -17 0.00947600801385218 0.008549457041537343 75 5e-05 50 100 1e-06 0.1 2077 TCGA -18 0.008128982784162294 0.007403421512893846 75 5e-05 50 100 1e-06 0.1 2077 TCGA -19 0.007124444998726739 0.006544927025129597 75 5e-05 50 100 1e-06 0.1 2077 TCGA -20 0.006373249763712904 0.005905465335215456 75 5e-05 50 100 1e-06 0.1 2077 TCGA -21 0.005821380425200493 0.005425423004631721 75 5e-05 50 100 1e-06 0.1 2077 TCGA -22 0.005393196288882964 0.0050661527345790035 75 5e-05 50 100 1e-06 0.1 2077 TCGA -23 0.005079167007980822 0.004794215446515898 75 5e-05 50 100 1e-06 0.1 2077 TCGA -24 0.0048291277557389834 0.0045872468070768235 75 5e-05 50 100 1e-06 0.1 2077 TCGA -25 0.004653804198664024 0.004428755866373005 75 5e-05 50 100 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--git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_50bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_50bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index abfdbb0e0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1811481305618533 0.16240647787125267 75 5e-05 50 100 1e-06 0.0 2300 TCGA -1 0.14750716406554698 0.1367637737462269 75 5e-05 50 100 1e-06 0.0 2300 TCGA -2 0.13040885176642264 0.12442105259727593 75 5e-05 50 100 1e-06 0.0 2300 TCGA -3 0.11914591561744677 0.11363351637095064 75 5e-05 50 100 1e-06 0.0 2300 TCGA -4 0.10831712949440966 0.10278496093785942 75 5e-05 50 100 1e-06 0.0 2300 TCGA -5 0.09740498369510371 0.09192036125977435 75 5e-05 50 100 1e-06 0.0 2300 TCGA -6 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index 8f8c60ec7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_50bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.19407164018951711 0.18845216675319865 75 5e-05 50 100 0.001 0.1 8200 TCGA -1 0.1883397555494963 0.1883109073393309 75 5e-05 50 100 0.001 0.1 8200 TCGA -2 0.18802879048499535 0.1877855284878956 75 5e-05 50 100 0.001 0.1 8200 TCGA -3 0.18720527547972451 0.18662378790989592 75 5e-05 50 100 0.001 0.1 8200 TCGA -4 0.18564898768617233 0.18463871676718172 75 5e-05 50 100 0.001 0.1 8200 TCGA -5 0.18319727515340023 0.1816923152561763 75 5e-05 50 100 0.001 0.1 8200 TCGA -6 0.17973130647991634 0.177685456809087 75 5e-05 50 100 0.001 0.1 8200 TCGA -7 0.1751724150759898 0.17255992887906693 75 5e-05 50 100 0.001 0.1 8200 TCGA -8 0.16948302376082677 0.16630015683234037 75 5e-05 50 100 0.001 0.1 8200 TCGA -9 0.16267144788467852 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0.003812737085902549 0.0038807698766509043 75 5e-05 50 100 0.001 0.1 8200 TCGA -71 0.0038118355804897335 0.0038801227279718796 75 5e-05 50 100 0.001 0.1 8200 TCGA -72 0.003811029957095728 0.003879515669453683 75 5e-05 50 100 0.001 0.1 8200 TCGA -73 0.0038103241502439483 0.0038788872794365166 75 5e-05 50 100 0.001 0.1 8200 TCGA -74 0.003809724480978407 0.0038782285173053865 75 5e-05 50 100 0.001 0.1 8200 TCGA -75 0.0038091522461223986 0.003877844833464703 75 5e-05 50 100 0.001 0.1 8200 TCGA -76 0.00380867721672171 0.003877477813980088 75 5e-05 50 100 0.001 0.1 8200 TCGA -77 0.0038082437120776783 0.0038770760430594034 75 5e-05 50 100 0.001 0.1 8200 TCGA -78 0.0038078511893172916 0.0038768343426212296 75 5e-05 50 100 0.001 0.1 8200 TCGA -79 0.0038074853707685814 0.0038765131474832945 75 5e-05 50 100 0.001 0.1 8200 TCGA -80 0.003807173828294064 0.0038763627763275976 75 5e-05 50 100 0.001 0.1 8200 TCGA -81 0.0038069010102153174 0.0038760997408804434 75 5e-05 50 100 0.001 0.1 8200 TCGA -82 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0.003804900813482902 0.0038742875731807556 75 5e-05 50 100 0.001 0.1 8200 TCGA -95 0.003804833808077414 0.003874358919977992 75 5e-05 50 100 0.001 0.1 8200 TCGA -96 0.0038047294028041813 0.0038742151464705343 75 5e-05 50 100 0.001 0.1 8200 TCGA -97 0.0038046800851728757 0.003874225261148496 75 5e-05 50 100 0.001 0.1 8200 TCGA -98 0.0038046246162542013 0.0038744079489635313 75 5e-05 50 100 0.001 0.1 8200 TCGA -99 0.003804556793615493 0.0038742301658020546 75 5e-05 50 100 0.001 0.1 8200 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_50bs_100e_0.001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_50bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index 18fb03801..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_50bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.19416298319657663 0.1884387526380357 75 5e-05 50 100 0.001 0.5 9570 TCGA -1 0.18835482325973302 0.18832870292004628 75 5e-05 50 100 0.001 0.5 9570 TCGA -2 0.18810622407890001 0.18789767634928525 75 5e-05 50 100 0.001 0.5 9570 TCGA -3 0.18742446332940407 0.1869293162271605 75 5e-05 50 100 0.001 0.5 9570 TCGA -4 0.18612461127877195 0.1852667697859769 75 5e-05 50 100 0.001 0.5 9570 TCGA -5 0.18406439357429813 0.18278032458906796 75 5e-05 50 100 0.001 0.5 9570 TCGA -6 0.18112567288526427 0.17936424237100324 75 5e-05 50 100 0.001 0.5 9570 TCGA -7 0.17721897886425858 0.1749477009827168 75 5e-05 50 100 0.001 0.5 9570 TCGA -8 0.1722943758888694 0.16950343519299474 75 5e-05 50 100 0.001 0.5 9570 TCGA -9 0.16634620574585415 0.1630474063918818 75 5e-05 50 100 0.001 0.5 9570 TCGA -10 0.15941206050219847 0.1556383571283302 75 5e-05 50 100 0.001 0.5 9570 TCGA -11 0.1515703938850695 0.14737494379731278 75 5e-05 50 100 0.001 0.5 9570 TCGA -12 0.1429377273282298 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_50bs_100e_0s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_50bs_100e_0s_0.1n_TCGA.tsv deleted file mode 100644 index 7faee6c92..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_50bs_100e_0s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.17128817029551 0.14434936200853568 75 5e-05 50 100 0.0 0.1 1024 TCGA -1 0.1338038600034008 0.12504489903324215 75 5e-05 50 100 0.0 0.1 1024 TCGA -2 0.11907585659141798 0.10971084787468215 75 5e-05 50 100 0.0 0.1 1024 TCGA -3 0.09588211448660439 0.08057029395546746 75 5e-05 50 100 0.0 0.1 1024 TCGA -4 0.07654099395840226 0.07322180121388268 75 5e-05 50 100 0.0 0.1 1024 TCGA -5 0.0731714300720643 0.07217624570107341 75 5e-05 50 100 0.0 0.1 1024 TCGA -6 0.07247563613862887 0.07190113900294855 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.00005lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1716765163100209 0.14587389539234602 75 5e-05 50 100 0.0 0.0 2595 TCGA -1 0.13349836843196589 0.12662417220709912 75 5e-05 50 100 0.0 0.0 2595 TCGA -2 0.11853319195690984 0.11098724341572229 75 5e-05 50 100 0.0 0.0 2595 TCGA -3 0.09478356324544587 0.08212343962797568 75 5e-05 50 100 0.0 0.0 2595 TCGA -4 0.07705032368239341 0.07552326530517645 75 5e-05 50 100 0.0 0.0 2595 TCGA -5 0.07434347227427002 0.07434140434067453 75 5e-05 50 100 0.0 0.0 2595 TCGA -6 0.07377731227584683 0.07395552237279451 75 5e-05 50 100 0.0 0.0 2595 TCGA -7 0.07356351452911522 0.07375474210510302 75 5e-05 50 100 0.0 0.0 2595 TCGA -8 0.0734365520002334 0.07361763165374498 75 5e-05 50 100 0.0 0.0 2595 TCGA -9 0.07333723102972861 0.07350930384355574 75 5e-05 50 100 0.0 0.0 2595 TCGA -10 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100 0.0 0.0 2595 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0005lr_100bs_100e_0.000001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0005lr_100bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index f2e18d75d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0005lr_100bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1834484518991409 0.16655796504200404 75 0.0005 100 100 1e-06 0.1 8792 TCGA -1 0.11900182339875397 0.06594140325958406 75 0.0005 100 100 1e-06 0.1 8792 TCGA -2 0.03585163207512832 0.017240948553885048 75 0.0005 100 100 1e-06 0.1 8792 TCGA -3 0.011505770213437946 0.007918175305216456 75 0.0005 100 100 1e-06 0.1 8792 TCGA -4 0.006584210120052522 0.005597714865907802 75 0.0005 100 100 1e-06 0.1 8792 TCGA -5 0.00515949343824835 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0.0038145440649586335 0.0037804993978659412 75 0.0005 100 100 1e-06 0.5 2665 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0005lr_100bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0005lr_100bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index c1161c8f8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0005lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.17556407722009454 0.14418163461301794 75 0.0005 100 100 1e-06 0.0 3195 TCGA -1 0.0995093700867377 0.05615203683475154 75 0.0005 100 100 1e-06 0.0 3195 TCGA -2 0.030937267799927948 0.015115178999813957 75 0.0005 100 100 1e-06 0.0 3195 TCGA -3 0.010109048632804884 0.007235483292153283 75 0.0005 100 100 1e-06 0.0 3195 TCGA -4 0.006180022979933381 0.005553171291348323 75 0.0005 100 100 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TCGA -98 0.003504426139174523 0.003470950630076941 75 0.0005 50 100 1e-06 0.5 2064 TCGA -99 0.0034931913996276457 0.0034515647259751457 75 0.0005 50 100 1e-06 0.5 2064 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0005lr_50bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0005lr_50bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index 8a5240316..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0005lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1261558454196419 0.0587248384166303 75 0.0005 50 100 1e-06 0.0 9177 TCGA -1 0.021597838053434674 0.006709761487029905 75 0.0005 50 100 1e-06 0.0 9177 TCGA -2 0.005228853725195879 0.004513451314751228 75 0.0005 50 100 1e-06 0.0 9177 TCGA -3 0.004307440985580473 0.004133578588783591 75 0.0005 50 100 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75 0.0005 50 100 0.001 0.1 9191 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0005lr_50bs_100e_0.001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0005lr_50bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index 5af053384..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0005lr_50bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18406938911748394 0.1655653652983095 75 0.0005 50 100 0.001 0.5 6976 TCGA -1 0.12401348026432966 0.07785355524351849 75 0.0005 50 100 0.001 0.5 6976 TCGA -2 0.04704449217999796 0.02516942552698018 75 0.0005 50 100 0.001 0.5 6976 TCGA -3 0.016247754897733082 0.0102643348585496 75 0.0005 50 100 0.001 0.5 6976 TCGA -4 0.007853398546231374 0.006115676088717266 75 0.0005 50 100 0.001 0.5 6976 TCGA -5 0.005369768504432578 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0005lr_50bs_100e_0.001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0005lr_50bs_100e_0.001s_0n_TCGA.tsv deleted file mode 100644 index b5264721f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0005lr_50bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1872703503010222 0.17797849563198473 75 0.0005 50 100 0.001 0.0 3154 TCGA -1 0.15018092617450754 0.11325353990547621 75 0.0005 50 100 0.001 0.0 3154 TCGA -2 0.07791522431643377 0.04809620220157968 75 0.0005 50 100 0.001 0.0 3154 TCGA -3 0.031506499626721265 0.019338560950516455 75 0.0005 50 100 0.001 0.0 3154 TCGA -4 0.013581899443304702 0.00937857972130404 75 0.0005 50 100 0.001 0.0 3154 TCGA -5 0.007438608105453976 0.005924868809255823 75 0.0005 50 100 0.001 0.0 3154 TCGA -6 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0015lr_100bs_100e_0.000001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0015lr_100bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index e05de22f9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0015lr_100bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.12471101035061778 0.028323345298144086 75 0.0015 100 100 1e-06 0.1 7275 TCGA -1 0.009676064921181034 0.004933043336261756 75 0.0015 100 100 1e-06 0.1 7275 TCGA -2 0.004843013498783261 0.004576717173427942 75 0.0015 100 100 1e-06 0.1 7275 TCGA -3 0.004534914007759484 0.0043801601026113605 75 0.0015 100 100 1e-06 0.1 7275 TCGA -4 0.004284305188533338 0.004182940447263083 75 0.0015 100 100 1e-06 0.1 7275 TCGA -5 0.004051984063050173 0.003986605025369243 75 0.0015 100 100 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0.0038433412181204138 75 0.0015 100 100 1e-06 0.1 7275 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0015lr_100bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0015lr_100bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index f53f36700..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0015lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.12413086282146112 0.027157977354436664 75 0.0015 100 100 1e-06 0.5 5983 TCGA -1 0.00990277118223061 0.0049452332021603035 75 0.0015 100 100 1e-06 0.5 5983 TCGA -2 0.004801611631590166 0.004387925882079643 75 0.0015 100 100 1e-06 0.5 5983 TCGA -3 0.004222941816650237 0.00403698670078799 75 0.0015 100 100 1e-06 0.5 5983 TCGA -4 0.003953690241965309 0.003904771823763623 75 0.0015 100 100 1e-06 0.5 5983 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0.5 5983 TCGA -99 0.003812329147981139 0.0038149393182341476 75 0.0015 100 100 1e-06 0.5 5983 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0015lr_100bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0015lr_100bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index 9c3a9a42c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0015lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.13506630611725384 0.030421046015979655 75 0.0015 100 100 1e-06 0.0 7605 TCGA -1 0.009694775511726999 0.004851415919505022 75 0.0015 100 100 1e-06 0.0 7605 TCGA -2 0.004359606456511344 0.00417599035660975 75 0.0015 100 100 1e-06 0.0 7605 TCGA -3 0.004019260014847997 0.004012978923549155 75 0.0015 100 100 1e-06 0.0 7605 TCGA -4 0.003916277606166024 0.00394987972247316 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0015lr_100bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index f61764486..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0015lr_100bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.10550527662398068 0.06541388661567889 75 0.0015 100 100 0.0 0.0 2954 TCGA -1 0.0644231324778203 0.06389108753234297 75 0.0015 100 100 0.0 0.0 2954 TCGA -2 0.06348760065116685 0.06307545075913769 75 0.0015 100 100 0.0 0.0 2954 TCGA -3 0.06298926748432662 0.06278312599389398 75 0.0015 100 100 0.0 0.0 2954 TCGA -4 0.06272371152386973 0.06250565847260268 75 0.0015 100 100 0.0 0.0 2954 TCGA -5 0.06242283293088574 0.06229579853053069 75 0.0015 100 100 0.0 0.0 2954 TCGA -6 0.06227912509196211 0.062112101845106286 75 0.0015 100 100 0.0 0.0 2954 TCGA -7 0.06211401817721173 0.062036210249866074 75 0.0015 100 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0015lr_50bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.062017389689948986 0.0047467216807206974 75 0.0015 50 100 1e-06 0.1 6944 TCGA -1 0.004534719527355693 0.004176932838675215 75 0.0015 50 100 1e-06 0.1 6944 TCGA -2 0.004113370777251335 0.003882297177813086 75 0.0015 50 100 1e-06 0.1 6944 TCGA -3 0.003878345394036971 0.00376308384590113 75 0.0015 50 100 1e-06 0.1 6944 TCGA -4 0.0037693102239411878 0.0037049391580717497 75 0.0015 50 100 1e-06 0.1 6944 TCGA -5 0.0037023852090348683 0.0036585857581590588 75 0.0015 50 100 1e-06 0.1 6944 TCGA -6 0.0036493740476202584 0.003599900057324063 75 0.0015 50 100 1e-06 0.1 6944 TCGA -7 0.0035991881465603165 0.0035586944493423006 75 0.0015 50 100 1e-06 0.1 6944 TCGA -8 0.0035685777758990484 0.00353100353702154 75 0.0015 50 100 1e-06 0.1 6944 TCGA -9 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0015lr_50bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.06366219989942327 0.004693557377249451 75 0.0015 50 100 1e-06 0.5 3646 TCGA -1 0.004723844703884413 0.004071266524933615 75 0.0015 50 100 1e-06 0.5 3646 TCGA -2 0.004070559256456568 0.003779296105699473 75 0.0015 50 100 1e-06 0.5 3646 TCGA -3 0.0038700601409213 0.0037201636672094837 75 0.0015 50 100 1e-06 0.5 3646 TCGA -4 0.00383812082107669 0.003705597803202556 75 0.0015 50 100 1e-06 0.5 3646 TCGA -5 0.0038268772248174145 0.00369385522369052 75 0.0015 50 100 1e-06 0.5 3646 TCGA -6 0.003817820946645116 0.0036800311534342604 75 0.0015 50 100 1e-06 0.5 3646 TCGA -7 0.0038008849047234993 0.0036526103656102514 75 0.0015 50 100 1e-06 0.5 3646 TCGA -8 0.003778077250723686 0.0036104262640334703 75 0.0015 50 100 1e-06 0.5 3646 TCGA -9 0.0037486536535092938 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.0015lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.06241722526374919 0.0047516669895518665 75 0.0015 50 100 1e-06 0.0 2579 TCGA -1 0.004533939884134774 0.00432851932119185 75 0.0015 50 100 1e-06 0.0 2579 TCGA -2 0.004175801537453817 0.004004296039385562 75 0.0015 50 100 1e-06 0.0 2579 TCGA -3 0.0039729761791479235 0.003897650029285619 75 0.0015 50 100 1e-06 0.0 2579 TCGA -4 0.003887707677841659 0.003829902635849825 75 0.0015 50 100 1e-06 0.0 2579 TCGA -5 0.0038266869694880625 0.0037726864555672783 75 0.0015 50 100 1e-06 0.0 2579 TCGA -6 0.003770559304729079 0.0037165674879379457 75 0.0015 50 100 1e-06 0.0 2579 TCGA -7 0.0037196315062224105 0.003672324393609136 75 0.0015 50 100 1e-06 0.0 2579 TCGA -8 0.0036820124049716423 0.0036415797705064766 75 0.0015 50 100 1e-06 0.0 2579 TCGA -9 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.001lr_100bs_100e_0.000001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.001lr_100bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index cd0b50800..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.001lr_100bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.15041328112283234 0.0749502524958184 75 0.001 100 100 1e-06 0.1 1307 TCGA -1 0.02855872029472088 0.007382290348897327 75 0.001 100 100 1e-06 0.1 1307 TCGA -2 0.006018754908433932 0.00484898594680743 75 0.001 100 100 1e-06 0.1 1307 TCGA -3 0.004964677150512908 0.004547318102015023 75 0.001 100 100 1e-06 0.1 1307 TCGA -4 0.004699799255626481 0.004393579838469849 75 0.001 100 100 1e-06 0.1 1307 TCGA -5 0.0044979661614645014 0.00424734459974658 75 0.001 100 100 1e-06 0.1 1307 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index c70660fd9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.001lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.16298665487599273 0.09187491930759133 75 0.001 100 100 1e-06 0.5 919 TCGA -1 0.03265560778162069 0.008441008613374665 75 0.001 100 100 1e-06 0.5 919 TCGA -2 0.006019053785118946 0.004795311727846537 75 0.001 100 100 1e-06 0.5 919 TCGA -3 0.00447565241293606 0.00421018123242948 75 0.001 100 100 1e-06 0.5 919 TCGA -4 0.00412945312278713 0.004015159552177443 75 0.001 100 100 1e-06 0.5 919 TCGA -5 0.003995879945008517 0.0039267912799558 75 0.001 100 100 1e-06 0.5 919 TCGA -6 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.001lr_100bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index 31b710e22..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.001lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.16277817991668325 0.09141850815945535 75 0.001 100 100 1e-06 0.0 8446 TCGA -1 0.03248221093396005 0.008426500343946956 75 0.001 100 100 1e-06 0.0 8446 TCGA -2 0.0060255362012198305 0.004794638713906009 75 0.001 100 100 1e-06 0.0 8446 TCGA -3 0.004481972681036408 0.004204312617885857 75 0.001 100 100 1e-06 0.0 8446 TCGA -4 0.00413369504466257 0.004005598566546362 75 0.001 100 100 1e-06 0.0 8446 TCGA -5 0.0039990098625841495 0.003915193346773635 75 0.001 100 100 1e-06 0.0 8446 TCGA -6 0.003933153419199974 0.0038670169203612373 75 0.001 100 100 1e-06 0.0 8446 TCGA -7 0.003896311170476948 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.001lr_100bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index 238aab2fe..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.001lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.19130858720739394 0.17948951912884736 75 0.001 100 100 0.001 0.1 6998 TCGA -1 0.15998218947122747 0.13192868989017142 75 0.001 100 100 0.001 0.1 6998 TCGA -2 0.09872156769729164 0.06700260368124325 75 0.001 100 100 0.001 0.1 6998 TCGA -3 0.04605740927598887 0.029525339799984614 75 0.001 100 100 0.001 0.1 6998 TCGA -4 0.02081478073966797 0.014267853938567278 75 0.001 100 100 0.001 0.1 6998 TCGA -5 0.010910263624658096 0.00837641564108918 75 0.001 100 100 0.001 0.1 6998 TCGA -6 0.007009353280620062 0.005974387895109965 75 0.001 100 100 0.001 0.1 6998 TCGA -7 0.005365653058480942 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.001lr_100bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index 4b9ff17a5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.001lr_100bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.18926195234795448 0.1743234920891086 75 0.001 100 100 0.001 0.5 2050 TCGA -1 0.14480331461601778 0.10646825785463179 75 0.001 100 100 0.001 0.5 2050 TCGA -2 0.07100808992233443 0.04178197644463735 75 0.001 100 100 0.001 0.5 2050 TCGA -3 0.026992180536156294 0.01649155912349871 75 0.001 100 100 0.001 0.5 2050 TCGA -4 0.01186856920894837 0.00850255513123831 75 0.001 100 100 0.001 0.5 2050 TCGA -5 0.006990128914993088 0.005768992437339907 75 0.001 100 100 0.001 0.5 2050 TCGA -6 0.005236382991115434 0.004710284913492263 75 0.001 100 100 0.001 0.5 2050 TCGA -7 0.004525219606205892 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.001lr_100bs_100e_0.001s_0n_TCGA.tsv deleted file mode 100644 index efd55edb0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.001lr_100bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.1887914841080473 0.1715017206704796 75 0.001 100 100 0.001 0.0 6819 TCGA -1 0.13746200935447944 0.09494380521864149 75 0.001 100 100 0.001 0.0 6819 TCGA -2 0.05998781710681818 0.03306529777658045 75 0.001 100 100 0.001 0.0 6819 TCGA -3 0.021051578630788582 0.0129639132360193 75 0.001 100 100 0.001 0.0 6819 TCGA -4 0.009554257925767386 0.00722966871303904 75 0.001 100 100 0.001 0.0 6819 TCGA -5 0.0060936940277461224 0.0053344601741874935 75 0.001 100 100 0.001 0.0 6819 TCGA -6 0.004868827158898508 0.004602192159292836 75 0.001 100 100 0.001 0.0 6819 TCGA -7 0.004366054465991744 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.001lr_50bs_100e_0.000001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.001lr_50bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index fa5a8c514..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.001lr_50bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.08305380585001419 0.007348967025795923 75 0.001 50 100 1e-06 0.1 6398 TCGA -1 0.00506734085209083 0.004461206491081858 75 0.001 50 100 1e-06 0.1 6398 TCGA -2 0.0042548680595678534 0.004101148184070635 75 0.001 50 100 1e-06 0.1 6398 TCGA -3 0.003954555255469326 0.0038613981787283817 75 0.001 50 100 1e-06 0.1 6398 TCGA -4 0.0037539699471160937 0.0036975923298516464 75 0.001 50 100 1e-06 0.1 6398 TCGA -5 0.0036111824416232897 0.003603379814253755 75 0.001 50 100 1e-06 0.1 6398 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-97 0.00380742143293736 0.0038598251187397007 75 0.001 50 100 0.001 0.5 1402 TCGA -98 0.0038078815376053187 0.003860906697809696 75 0.001 50 100 0.001 0.5 1402 TCGA -99 0.0038079861883655772 0.0038603168008989426 75 0.001 50 100 0.001 0.5 1402 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.001lr_50bs_100e_0.001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.001lr_50bs_100e_0.001s_0n_TCGA.tsv deleted file mode 100644 index 95d6ddcb1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.001lr_50bs_100e_0.001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.16530656343872147 0.10318529699465737 75 0.001 50 100 0.001 0.0 451 TCGA -1 0.046441421171795616 0.015288309882109488 75 0.001 50 100 0.001 0.0 451 TCGA -2 0.008781571446945292 0.005569679634505181 75 0.001 50 100 0.001 0.0 451 TCGA -3 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.002lr_100bs_100e_0.000001s_0.1n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.002lr_100bs_100e_0.000001s_0.1n_TCGA.tsv deleted file mode 100644 index 4aecbdbc5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.002lr_100bs_100e_0.000001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.11091487788729255 0.00967130731866138 75 0.002 100 100 1e-06 0.1 7125 TCGA -1 0.005237373258227854 0.004253165665358754 75 0.002 100 100 1e-06 0.1 7125 TCGA -2 0.004054442491098151 0.003998722246936967 75 0.002 100 100 1e-06 0.1 7125 TCGA -3 0.003912040458839103 0.003925193809019636 75 0.002 100 100 1e-06 0.1 7125 TCGA -4 0.003863235624642833 0.003895144284838558 75 0.002 100 100 1e-06 0.1 7125 TCGA -5 0.0038410786269607905 0.0038796545032074854 75 0.002 100 100 1e-06 0.1 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.002lr_100bs_100e_0.000001s_0.5n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.002lr_100bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index 469866b04..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.002lr_100bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.11120901661689563 0.0097057445667422 75 0.002 100 100 1e-06 0.5 5095 TCGA -1 0.0052580885420821484 0.004214636295865379 75 0.002 100 100 1e-06 0.5 5095 TCGA -2 0.004058516043698754 0.003956487032598886 75 0.002 100 100 1e-06 0.5 5095 TCGA -3 0.003915956875392303 0.0038822681278027783 75 0.002 100 100 1e-06 0.5 5095 TCGA -4 0.003867283291070622 0.0038517224988502325 75 0.002 100 100 1e-06 0.5 5095 TCGA -5 0.0038455064024995357 0.00383659936581275 75 0.002 100 100 1e-06 0.5 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-65 0.003814040210895562 0.0038106167670245747 75 0.002 100 100 1e-06 0.5 5095 TCGA -66 0.0038133673405488684 0.003810446868514895 75 0.002 100 100 1e-06 0.5 5095 TCGA -67 0.0038133721219843313 0.0038104900357842295 75 0.002 100 100 1e-06 0.5 5095 TCGA -68 0.0038136516816264163 0.0038113770234262825 75 0.002 100 100 1e-06 0.5 5095 TCGA -69 0.0038138920032627275 0.003811206000543494 75 0.002 100 100 1e-06 0.5 5095 TCGA -70 0.003813252360751795 0.0038113121853570395 75 0.002 100 100 1e-06 0.5 5095 TCGA -71 0.0038139303694075307 0.003810732486194477 75 0.002 100 100 1e-06 0.5 5095 TCGA -72 0.0038139913791965453 0.0038116244533702957 75 0.002 100 100 1e-06 0.5 5095 TCGA -73 0.003813606338306866 0.0038129745481825955 75 0.002 100 100 1e-06 0.5 5095 TCGA -74 0.003813354923546926 0.003811089295060865 75 0.002 100 100 1e-06 0.5 5095 TCGA -75 0.00381360581071507 0.0038113536491016647 75 0.002 100 100 1e-06 0.5 5095 TCGA -76 0.0038138779407232595 0.0038120511044097607 75 0.002 100 100 1e-06 0.5 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.002lr_100bs_100e_0.000001s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.002lr_100bs_100e_0.000001s_0n_TCGA.tsv deleted file mode 100644 index 4c0264e33..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.002lr_100bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.11065968764813428 0.009597483292296902 75 0.002 100 100 1e-06 0.0 249 TCGA -1 0.005227264989510916 0.004275240352723616 75 0.002 100 100 1e-06 0.0 249 TCGA -2 0.004053573428851421 0.0040163632023649 75 0.002 100 100 1e-06 0.0 249 TCGA -3 0.003910552299677001 0.003941326378727678 75 0.002 100 100 1e-06 0.0 249 TCGA -4 0.003861687546713399 0.003910060901775133 75 0.002 100 100 1e-06 0.0 249 TCGA -5 0.003839440378679069 0.0038945286969967823 75 0.002 100 100 1e-06 0.0 249 TCGA -6 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.002lr_100bs_100e_0.001s_0.1n_TCGA.tsv deleted file mode 100644 index 9c7b5243b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.002lr_100bs_100e_0.001s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.17404006157939036 0.12218233313991796 75 0.002 100 100 0.001 0.1 6308 TCGA -1 0.06144430691058022 0.020964182145781253 75 0.002 100 100 0.001 0.1 6308 TCGA -2 0.011582652111714995 0.0068605091848677425 75 0.002 100 100 0.001 0.1 6308 TCGA -3 0.005585336953495956 0.0048119828324933445 75 0.002 100 100 0.001 0.1 6308 TCGA -4 0.004480136974852643 0.004270097498206338 75 0.002 100 100 0.001 0.1 6308 TCGA -5 0.004138826525625944 0.0040667213443385895 75 0.002 100 100 0.001 0.1 6308 TCGA -6 0.003997455472134919 0.003971923999113953 75 0.002 100 100 0.001 0.1 6308 TCGA -7 0.003927404395743202 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.002lr_100bs_100e_0.001s_0.5n_TCGA.tsv deleted file mode 100644 index 0e797cd08..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.002lr_100bs_100e_0.001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.17542356697426456 0.1294733158607579 75 0.002 100 100 0.001 0.5 7087 TCGA -1 0.07033573316027841 0.027334914678455 75 0.002 100 100 0.001 0.5 7087 TCGA -2 0.014506161254814546 0.007806424103003351 75 0.002 100 100 0.001 0.5 7087 TCGA -3 0.00581718986708006 0.004878521978798973 75 0.002 100 100 0.001 0.5 7087 TCGA -4 0.004341412290570236 0.004264128923266377 75 0.002 100 100 0.001 0.5 7087 TCGA -5 0.003993577245680672 0.004094522806754963 75 0.002 100 100 0.001 0.5 7087 TCGA -6 0.0038869587282694563 0.0040351943084829716 75 0.002 100 100 0.001 0.5 7087 TCGA -7 0.003845577576922346 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a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.002lr_100bs_100e_0s_0.1n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.09936822617231289 0.057929306061723126 75 0.002 100 100 0.0 0.1 4389 TCGA -1 0.05632211958368065 0.05474723896114671 75 0.002 100 100 0.0 0.1 4389 TCGA -2 0.05397762791426709 0.053068364010983374 75 0.002 100 100 0.0 0.1 4389 TCGA -3 0.05267034424131025 0.05173000985354036 75 0.002 100 100 0.0 0.1 4389 TCGA -4 0.051137820647149786 0.050026748086040344 75 0.002 100 100 0.0 0.1 4389 TCGA -5 0.04806018042704439 0.04435106091688027 75 0.002 100 100 0.0 0.1 4389 TCGA -6 0.01088928662333336 0.003263189761557771 75 0.002 100 100 0.0 0.1 4389 TCGA -7 0.0031630662223630845 0.0028742449638906437 75 0.002 100 100 0.0 0.1 4389 TCGA -8 0.0029299904406569688 0.00269856342423389 75 0.002 100 100 0.0 0.1 4389 TCGA -9 0.0028217239363591165 0.0025943707845562216 75 0.002 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b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.002lr_50bs_100e_0.000001s_0.5n_TCGA.tsv deleted file mode 100644 index cd6c0a2ac..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.002lr_50bs_100e_0.000001s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.05767973922004894 0.004240667580828145 75 0.002 50 100 1e-06 0.5 6936 TCGA -1 0.003995636528068248 0.0038969085748358887 75 0.002 50 100 1e-06 0.5 6936 TCGA -2 0.0038581511895812133 0.0038491889434262884 75 0.002 50 100 1e-06 0.5 6936 TCGA -3 0.003831122734244297 0.0038343866042156315 75 0.002 50 100 1e-06 0.5 6936 TCGA -4 0.0038220907088698875 0.0038294089822351334 75 0.002 50 100 1e-06 0.5 6936 TCGA -5 0.0038178159531178034 0.0038258746130644676 75 0.002 50 100 1e-06 0.5 6936 TCGA -6 0.0038158713912404014 0.003825281995896194 75 0.002 50 100 1e-06 0.5 6936 TCGA -7 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0.003814662393421194 0.00382368688719656 75 0.002 50 100 1e-06 0.5 6936 TCGA -68 0.0038155265717859385 0.0038251070792426414 75 0.002 50 100 1e-06 0.5 6936 TCGA -69 0.0038143340167635744 0.0038239430816348024 75 0.002 50 100 1e-06 0.5 6936 TCGA -70 0.003814204517497869 0.003824709424393336 75 0.002 50 100 1e-06 0.5 6936 TCGA -71 0.003814397456421941 0.0038227199625935236 75 0.002 50 100 1e-06 0.5 6936 TCGA -72 0.0038142886586305996 0.003823536036339537 75 0.002 50 100 1e-06 0.5 6936 TCGA -73 0.0038142142988278178 0.0038226817128477835 75 0.002 50 100 1e-06 0.5 6936 TCGA -74 0.0038144197230775023 0.0038247406482696533 75 0.002 50 100 1e-06 0.5 6936 TCGA -75 0.0038147534726420238 0.0038229032915703316 75 0.002 50 100 1e-06 0.5 6936 TCGA -76 0.003813996027934914 0.003823156092999194 75 0.002 50 100 1e-06 0.5 6936 TCGA -77 0.0038139236358486392 0.0038239740539604246 75 0.002 50 100 1e-06 0.5 6936 TCGA -78 0.003814639186918842 0.003824253316182437 75 0.002 50 100 1e-06 0.5 6936 TCGA -79 0.0038141675792631993 0.0038253164244113707 75 0.002 50 100 1e-06 0.5 6936 TCGA -80 0.003814259098520691 0.0038226337286751326 75 0.002 50 100 1e-06 0.5 6936 TCGA -81 0.003815142799601065 0.003824620060716292 75 0.002 50 100 1e-06 0.5 6936 TCGA -82 0.0038140652481812075 0.0038230521370418106 75 0.002 50 100 1e-06 0.5 6936 TCGA -83 0.0038140625460567133 0.0038232339403344007 75 0.002 50 100 1e-06 0.5 6936 TCGA -84 0.003814247414029578 0.003825160689960847 75 0.002 50 100 1e-06 0.5 6936 TCGA -85 0.0038136601072681717 0.003823231119456603 75 0.002 50 100 1e-06 0.5 6936 TCGA -86 0.0038137052655238743 0.0038226920112162527 75 0.002 50 100 1e-06 0.5 6936 TCGA -87 0.0038140427452905135 0.0038244270803828037 75 0.002 50 100 1e-06 0.5 6936 TCGA -88 0.0038138390062627384 0.003823698804849506 75 0.002 50 100 1e-06 0.5 6936 TCGA -89 0.0038137248281837725 0.00382422867240431 75 0.002 50 100 1e-06 0.5 6936 TCGA -90 0.003813861812022985 0.0038228670647601835 75 0.002 50 100 1e-06 0.5 6936 TCGA -91 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index 2a78887de..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.002lr_50bs_100e_0.000001s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.04986090433546503 0.0043734496777605774 75 0.002 50 100 1e-06 0.0 3397 TCGA -1 0.0041353795488487345 0.0038751430350856563 75 0.002 50 100 1e-06 0.0 3397 TCGA -2 0.0037872777955862513 0.003628267045483817 75 0.002 50 100 1e-06 0.0 3397 TCGA -3 0.003622929042902537 0.00353826947706803 75 0.002 50 100 1e-06 0.0 3397 TCGA -4 0.003559179602520178 0.003489784593342911 75 0.002 50 100 1e-06 0.0 3397 TCGA -5 0.00351343090670502 0.003445410793272769 75 0.002 50 100 1e-06 0.0 3397 TCGA -6 0.003471452428276645 0.003405688853522566 75 0.002 50 100 1e-06 0.0 3397 TCGA -7 0.00343228124954989 0.0033693298248190376 75 0.002 50 100 1e-06 0.0 3397 TCGA -8 0.003400378753668676 0.003346162235092877 75 0.002 50 100 1e-06 0.0 3397 TCGA -9 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--- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.002lr_50bs_100e_0s_0.5n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.050461786673088774 0.003818135296729342 75 0.002 50 100 0.0 0.5 4999 TCGA -1 0.003934831082910708 0.003397246209633111 75 0.002 50 100 0.0 0.5 4999 TCGA -2 0.003640458405731808 0.003278339495788792 75 0.002 50 100 0.0 0.5 4999 TCGA -3 0.0034526353029887455 0.0031324824559310423 75 0.002 50 100 0.0 0.5 4999 TCGA -4 0.0033052818883883626 0.0029973124057971804 75 0.002 50 100 0.0 0.5 4999 TCGA -5 0.0032223126342064176 0.002924494935555299 75 0.002 50 100 0.0 0.5 4999 TCGA -6 0.003162161447003838 0.0028634247505784634 75 0.002 50 100 0.0 0.5 4999 TCGA -7 0.0031083437072751225 0.0028281457694106964 75 0.002 50 100 0.0 0.5 4999 TCGA -8 0.003099025590448178 0.002796115205113088 75 0.002 50 100 0.0 0.5 4999 TCGA -9 0.0030809067640749223 0.0027777116287069103 75 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4999 TCGA -96 0.0029853694626895367 0.0026611319904557276 75 0.002 50 100 0.0 0.5 4999 TCGA -97 0.002990551994091002 0.0026513391815537785 75 0.002 50 100 0.0 0.5 4999 TCGA -98 0.0029696780310203364 0.0026653816434437753 75 0.002 50 100 0.0 0.5 4999 TCGA -99 0.0029990490742080986 0.0026520855465070837 75 0.002 50 100 0.0 0.5 4999 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.002lr_50bs_100e_0s_0n_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.002lr_50bs_100e_0s_0n_TCGA.tsv deleted file mode 100644 index a69f2f95d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_adage_TCGA/paramsweep_75z_0.002lr_50bs_100e_0s_0n_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs sparsity noise seed dataset -0 0.07812811692282416 0.05499953750389904 75 0.002 50 100 0.0 0.0 3888 TCGA -1 0.05359274312273335 0.053026511329202795 75 0.002 50 100 0.0 0.0 3888 TCGA -2 0.052495008683178704 0.05242453936730797 75 0.002 50 100 0.0 0.0 3888 TCGA -3 0.052083304559599676 0.052047900031858954 75 0.002 50 100 0.0 0.0 3888 TCGA -4 0.05172488579422797 0.051787626054418744 75 0.002 50 100 0.0 0.0 3888 TCGA -5 0.05127097227079339 0.05122005656810861 75 0.002 50 100 0.0 0.0 3888 TCGA -6 0.05056438447982622 0.05026529094756548 75 0.002 50 100 0.0 0.0 3888 TCGA -7 0.04967053361484043 0.04904472185813602 75 0.002 50 100 0.0 0.0 3888 TCGA -8 0.047802467849294795 0.046273551226111515 75 0.002 50 100 0.0 0.0 3888 TCGA -9 0.04340601196479939 0.03839279473501833 75 0.002 50 100 0.0 0.0 3888 TCGA -10 0.005796953813089817 0.003821514206400244 75 0.002 50 100 0.0 0.0 3888 TCGA -11 0.003386555910476391 0.0031009468966018616 75 0.002 50 100 0.0 0.0 3888 TCGA -12 0.0029495444207980636 0.0029314969825422646 75 0.002 50 100 0.0 0.0 3888 TCGA -13 0.0028687303387150893 0.002898342197236778 75 0.002 50 100 0.0 0.0 3888 TCGA -14 0.002838272650822089 0.002859301470809771 75 0.002 50 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0.002720531351436672 0.002764252097528409 75 0.002 50 100 0.0 0.0 3888 TCGA -28 0.002717224022004313 0.0027583658311459884 75 0.002 50 100 0.0 0.0 3888 TCGA -29 0.0027143553872680587 0.0027530623152945658 75 0.002 50 100 0.0 0.0 3888 TCGA -30 0.0027112078171585992 0.0027570700490538347 75 0.002 50 100 0.0 0.0 3888 TCGA -31 0.00270864104967781 0.002746396344716675 75 0.002 50 100 0.0 0.0 3888 TCGA -32 0.002683574630367309 0.002663998152059152 75 0.002 50 100 0.0 0.0 3888 TCGA -33 0.0025982726335700987 0.0026217654579080377 75 0.002 50 100 0.0 0.0 3888 TCGA -34 0.002572667984684233 0.0026019686077201937 75 0.002 50 100 0.0 0.0 3888 TCGA -35 0.0025609092187250347 0.00259154836469372 75 0.002 50 100 0.0 0.0 3888 TCGA -36 0.0025541793954152107 0.0025881014860249193 75 0.002 50 100 0.0 0.0 3888 TCGA -37 0.00254823960122588 0.0025854980381177597 75 0.002 50 100 0.0 0.0 3888 TCGA -38 0.0025461960617918157 0.002578362898582864 75 0.002 50 100 0.0 0.0 3888 TCGA -39 0.0025413509226018564 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50 100 0.0 0.0 3888 TCGA -52 0.0025203335470297397 0.0025616219892030836 75 0.002 50 100 0.0 0.0 3888 TCGA -53 0.0025188649241232566 0.0025630018559176866 75 0.002 50 100 0.0 0.0 3888 TCGA -54 0.0025192697354506 0.0025584736859996862 75 0.002 50 100 0.0 0.0 3888 TCGA -55 0.0025180763785801856 0.002558808528055348 75 0.002 50 100 0.0 0.0 3888 TCGA -56 0.0025145834852558888 0.0025625992332346473 75 0.002 50 100 0.0 0.0 3888 TCGA -57 0.00251817449100689 0.002551652127221676 75 0.002 50 100 0.0 0.0 3888 TCGA -58 0.0025149202118248813 0.0025535694723621237 75 0.002 50 100 0.0 0.0 3888 TCGA -59 0.0025139453616147113 0.0025480422460422594 75 0.002 50 100 0.0 0.0 3888 TCGA -60 0.002512334360339713 0.0025516623425199158 75 0.002 50 100 0.0 0.0 3888 TCGA -61 0.002513045171958816 0.002549714213424367 75 0.002 50 100 0.0 0.0 3888 TCGA -62 0.0025108851279975236 0.002550145046055392 75 0.002 50 100 0.0 0.0 3888 TCGA -63 0.0025116371890385077 0.002547567657630273 75 0.002 50 100 0.0 0.0 3888 TCGA -64 0.0025091213303846728 0.0025496833838391394 75 0.002 50 100 0.0 0.0 3888 TCGA -65 0.002509857636920273 0.0025505599947225057 75 0.002 50 100 0.0 0.0 3888 TCGA -66 0.0025099135935514457 0.002547977157592324 75 0.002 50 100 0.0 0.0 3888 TCGA -67 0.0025084407282102315 0.0025448618789002224 75 0.002 50 100 0.0 0.0 3888 TCGA -68 0.0025066979380599127 0.00254339465038411 75 0.002 50 100 0.0 0.0 3888 TCGA -69 0.0025074204684099287 0.0025501178200801264 75 0.002 50 100 0.0 0.0 3888 TCGA -70 0.002508383784862074 0.0025471908873387016 75 0.002 50 100 0.0 0.0 3888 TCGA -71 0.0025058642195776573 0.002545514682204879 75 0.002 50 100 0.0 0.0 3888 TCGA -72 0.0025063584981913868 0.002542869775233107 75 0.002 50 100 0.0 0.0 3888 TCGA -73 0.002505517120597104 0.0025493240828658617 75 0.002 50 100 0.0 0.0 3888 TCGA -74 0.0025046705672184142 0.002544180569636762 75 0.002 50 100 0.0 0.0 3888 TCGA -75 0.0025043928045746203 0.00254515350688642 75 0.002 50 100 0.0 0.0 3888 TCGA -76 0.0025042678907133977 0.0025429903756565035 75 0.002 50 100 0.0 0.0 3888 TCGA -77 0.0025045555123146815 0.00254163910031094 75 0.002 50 100 0.0 0.0 3888 TCGA -78 0.00250361363018558 0.002543261381165691 75 0.002 50 100 0.0 0.0 3888 TCGA -79 0.002502897760548793 0.002543605928398182 75 0.002 50 100 0.0 0.0 3888 TCGA -80 0.0025032380501621068 0.0025405188760341114 75 0.002 50 100 0.0 0.0 3888 TCGA -81 0.0025018909278440396 0.0025407808245482607 75 0.002 50 100 0.0 0.0 3888 TCGA -82 0.002502355376353714 0.002537527529934618 75 0.002 50 100 0.0 0.0 3888 TCGA -83 0.0025017933129144907 0.0025382721106329905 75 0.002 50 100 0.0 0.0 3888 TCGA -84 0.002501005149037993 0.002535150763134112 75 0.002 50 100 0.0 0.0 3888 TCGA -85 0.0025003626132054407 0.0025359576546947413 75 0.002 50 100 0.0 0.0 3888 TCGA -86 0.0025007190437855843 0.002540386020996837 75 0.002 50 100 0.0 0.0 3888 TCGA -87 0.0024999702575768624 0.002539022878308467 75 0.002 50 100 0.0 0.0 3888 TCGA -88 0.002501750247041954 0.0025413300182164913 75 0.002 50 100 0.0 0.0 3888 TCGA -89 0.002500742379762461 0.0025404119377384834 75 0.002 50 100 0.0 0.0 3888 TCGA -90 0.002501117837692133 0.002537103840173339 75 0.002 50 100 0.0 0.0 3888 TCGA -91 0.0024990839301543533 0.0025377914054440943 75 0.002 50 100 0.0 0.0 3888 TCGA -92 0.002499985341722827 0.0025338832155600115 75 0.002 50 100 0.0 0.0 3888 TCGA -93 0.0024995792289971906 0.0025335432641002253 75 0.002 50 100 0.0 0.0 3888 TCGA -94 0.0024997415243003373 0.0025359219368360003 75 0.002 50 100 0.0 0.0 3888 TCGA -95 0.0025002377276976324 0.0025391035593915075 75 0.002 50 100 0.0 0.0 3888 TCGA -96 0.002498929730855292 0.002541112101604067 75 0.002 50 100 0.0 0.0 3888 TCGA -97 0.0024990011430205657 0.0025344083855518293 75 0.002 50 100 0.0 0.0 3888 TCGA -98 0.00249839301833049 0.002537014597006629 75 0.002 50 100 0.0 0.0 3888 TCGA -99 0.0024985413021614993 0.002537339953846069 75 0.002 50 100 0.0 0.0 3888 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 2a2659538..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3730.345332336587 3715.519396647754 100 GTEX 1 100 100 0.5 0.0005 100 550 -1 2692.3269114145273 3011.889085892942 100 GTEX 1 100 100 0.5 0.0005 100 550 -2 2549.3080567798834 2553.591361506357 100 GTEX 1 100 100 0.5 0.0005 100 550 -3 2493.2500733169745 2557.032773326105 100 GTEX 1 100 100 0.5 0.0005 100 550 -4 2459.0763700603493 2524.6651773779113 100 GTEX 1 100 100 0.5 0.0005 100 550 -5 2435.493898315365 2474.4311244950095 100 GTEX 1 100 100 0.5 0.0005 100 550 -6 2414.6523643550872 2431.654296875 100 GTEX 1 100 100 0.5 0.0005 100 550 -7 2402.26961418612 2417.314097589413 100 GTEX 1 100 100 0.5 0.0005 100 550 -8 2389.9497792651036 2409.7361601042658 100 GTEX 1 100 100 0.5 0.0005 100 550 -9 2381.6863058849162 2399.4351022234437 100 GTEX 1 100 100 0.5 0.0005 100 550 -10 2372.350925057519 2389.2672690039803 100 GTEX 1 100 100 0.5 0.0005 100 550 -11 2364.6673969137037 2389.133457662488 100 GTEX 1 100 100 0.5 0.0005 100 550 -12 2361.5726417258634 2385.216855357355 100 GTEX 1 100 100 0.5 0.0005 100 550 -13 2353.2129949140767 2377.494177756654 100 GTEX 1 100 100 0.5 0.0005 100 550 -14 2351.117556380057 2375.3281612033625 100 GTEX 1 100 100 0.5 0.0005 100 550 -15 2346.1553781907714 2374.3921603938925 100 GTEX 1 100 100 0.5 0.0005 100 550 -16 2343.4549606837404 2365.1419208947245 100 GTEX 1 100 100 0.5 0.0005 100 550 -17 2339.546156632909 2363.3868162205918 100 GTEX 1 100 100 0.5 0.0005 100 550 -18 2336.4905481964074 2356.956567104325 100 GTEX 1 100 100 0.5 0.0005 100 550 -19 2335.273694689654 2357.583982518417 100 GTEX 1 100 100 0.5 0.0005 100 550 -20 2332.1487990818846 2355.6232000430728 100 GTEX 1 100 100 0.5 0.0005 100 550 -21 2328.853692586336 2352.0796863860505 100 GTEX 1 100 100 0.5 0.0005 100 550 -22 2326.092428489259 2352.2730299800974 100 GTEX 1 100 100 0.5 0.0005 100 550 -23 2324.76763666511 2347.9225582224335 100 GTEX 1 100 100 0.5 0.0005 100 550 -24 2323.3258123046257 2350.1850641634983 100 GTEX 1 100 100 0.5 0.0005 100 550 -25 2321.581474500031 2349.1864733097673 100 GTEX 1 100 100 0.5 0.0005 100 550 -26 2319.4402865865886 2351.2197339888307 100 GTEX 1 100 100 0.5 0.0005 100 550 -27 2317.1689030192047 2340.862626804598 100 GTEX 1 100 100 0.5 0.0005 100 550 -28 2315.2359123354895 2338.4886275026734 100 GTEX 1 100 100 0.5 0.0005 100 550 -29 2313.754835799892 2335.3750092829137 100 GTEX 1 100 100 0.5 0.0005 100 550 -30 2312.1228969916883 2335.3657839234793 100 GTEX 1 100 100 0.5 0.0005 100 550 -31 2310.394877049265 2334.4261191480514 100 GTEX 1 100 100 0.5 0.0005 100 550 -32 2309.3739792100605 2331.3325334556203 100 GTEX 1 100 100 0.5 0.0005 100 550 -33 2307.22508958442 2332.1416526185244 100 GTEX 1 100 100 0.5 0.0005 100 550 -34 2306.316747845724 2335.9222008302636 100 GTEX 1 100 100 0.5 0.0005 100 550 -35 2304.88972936211 2328.461141724097 100 GTEX 1 100 100 0.5 0.0005 100 550 -36 2303.180655139646 2327.16021101919 100 GTEX 1 100 100 0.5 0.0005 100 550 -37 2302.6704953617664 2324.071954647398 100 GTEX 1 100 100 0.5 0.0005 100 550 -38 2300.640768951935 2327.2484970963046 100 GTEX 1 100 100 0.5 0.0005 100 550 -39 2299.9557504078725 2322.6546254901377 100 GTEX 1 100 100 0.5 0.0005 100 550 -40 2298.7930262069885 2321.464776913023 100 GTEX 1 100 100 0.5 0.0005 100 550 -41 2297.865204150767 2324.3743539092206 100 GTEX 1 100 100 0.5 0.0005 100 550 -42 2296.4797902262876 2319.6432390684413 100 GTEX 1 100 100 0.5 0.0005 100 550 -43 2296.0095712821512 2323.004427949739 100 GTEX 1 100 100 0.5 0.0005 100 550 -44 2294.7400524364652 2322.2212517451876 100 GTEX 1 100 100 0.5 0.0005 100 550 -45 2293.714781264235 2317.9805652923005 100 GTEX 1 100 100 0.5 0.0005 100 550 -46 2292.909829147466 2316.948584727008 100 GTEX 1 100 100 0.5 0.0005 100 550 -47 2292.2062988023363 2318.7902897011645 100 GTEX 1 100 100 0.5 0.0005 100 550 -48 2290.83982466644 2315.070280938094 100 GTEX 1 100 100 0.5 0.0005 100 550 -49 2290.443228652614 2319.419566339413 100 GTEX 1 100 100 0.5 0.0005 100 550 -50 2289.1784730635036 2315.212635344879 100 GTEX 1 100 100 0.5 0.0005 100 550 -51 2288.7170363994665 2312.7113663706036 100 GTEX 1 100 100 0.5 0.0005 100 550 -52 2287.9009716936134 2313.757608275903 100 GTEX 1 100 100 0.5 0.0005 100 550 -53 2286.863616475941 2313.1521803707224 100 GTEX 1 100 100 0.5 0.0005 100 550 -54 2286.357470022306 2311.6902987984195 100 GTEX 1 100 100 0.5 0.0005 100 550 -55 2285.3702569358943 2310.184080174667 100 GTEX 1 100 100 0.5 0.0005 100 550 -56 2284.528675318293 2308.07834500505 100 GTEX 1 100 100 0.5 0.0005 100 550 -57 2284.0203755427983 2308.725084660171 100 GTEX 1 100 100 0.5 0.0005 100 550 -58 2283.8123656156336 2306.461061891041 100 GTEX 1 100 100 0.5 0.0005 100 550 -59 2282.59496693799 2316.871417723681 100 GTEX 1 100 100 0.5 0.0005 100 550 -60 2281.7918830759563 2307.010866578541 100 GTEX 1 100 100 0.5 0.0005 100 550 -61 2281.2502126269624 2305.50936645972 100 GTEX 1 100 100 0.5 0.0005 100 550 -62 2280.882537954622 2303.5242414003087 100 GTEX 1 100 100 0.5 0.0005 100 550 -63 2279.7561135215997 2305.818479124584 100 GTEX 1 100 100 0.5 0.0005 100 550 -64 2279.7727706843098 2305.5416542894486 100 GTEX 1 100 100 0.5 0.0005 100 550 -65 2278.630266263113 2304.8026164819985 100 GTEX 1 100 100 0.5 0.0005 100 550 -66 2278.4350479430605 2302.9340857444154 100 GTEX 1 100 100 0.5 0.0005 100 550 -67 2277.5228088772183 2301.639224208353 100 GTEX 1 100 100 0.5 0.0005 100 550 -68 2277.4227868847047 2300.4675655002375 100 GTEX 1 100 100 0.5 0.0005 100 550 -69 2277.0379140307286 2304.4427559856226 100 GTEX 1 100 100 0.5 0.0005 100 550 -70 2276.4418797285966 2299.7424167879635 100 GTEX 1 100 100 0.5 0.0005 100 550 -71 2275.2344396777953 2299.5837448758316 100 GTEX 1 100 100 0.5 0.0005 100 550 -72 2275.0186173022075 2300.6335569896623 100 GTEX 1 100 100 0.5 0.0005 100 550 -73 2274.9338134430373 2299.49870039211 100 GTEX 1 100 100 0.5 0.0005 100 550 -74 2274.5190545220403 2299.4190613489186 100 GTEX 1 100 100 0.5 0.0005 100 550 -75 2274.1665118749256 2299.985461100879 100 GTEX 1 100 100 0.5 0.0005 100 550 -76 2273.75776203172 2298.8930784740373 100 GTEX 1 100 100 0.5 0.0005 100 550 -77 2273.472809485829 2296.792345866504 100 GTEX 1 100 100 0.5 0.0005 100 550 -78 2272.5688642898936 2295.9830020570935 100 GTEX 1 100 100 0.5 0.0005 100 550 -79 2271.908946687548 2297.2281405952945 100 GTEX 1 100 100 0.5 0.0005 100 550 -80 2271.9807603674276 2295.8384726636764 100 GTEX 1 100 100 0.5 0.0005 100 550 -81 2271.6724131821807 2298.821787554955 100 GTEX 1 100 100 0.5 0.0005 100 550 -82 2270.971664781692 2295.1882370633316 100 GTEX 1 100 100 0.5 0.0005 100 550 -83 2270.559746010195 2294.3599338313925 100 GTEX 1 100 100 0.5 0.0005 100 550 -84 2270.344173783975 2297.445914961086 100 GTEX 1 100 100 0.5 0.0005 100 550 -85 2270.6405462158436 2294.136143209363 100 GTEX 1 100 100 0.5 0.0005 100 550 -86 2269.4797735152783 2294.547130280121 100 GTEX 1 100 100 0.5 0.0005 100 550 -87 2269.7798274495453 2294.430995462512 100 GTEX 1 100 100 0.5 0.0005 100 550 -88 2268.926458639014 2293.8531480216257 100 GTEX 1 100 100 0.5 0.0005 100 550 -89 2269.082444976423 2293.7825960224573 100 GTEX 1 100 100 0.5 0.0005 100 550 -90 2268.368994119994 2292.4174368390563 100 GTEX 1 100 100 0.5 0.0005 100 550 -91 2268.1900241360613 2292.2527022561194 100 GTEX 1 100 100 0.5 0.0005 100 550 -92 2267.712750180314 2293.5648699278163 100 GTEX 1 100 100 0.5 0.0005 100 550 -93 2267.5787241206294 2293.710635805311 100 GTEX 1 100 100 0.5 0.0005 100 550 -94 2267.376844271342 2291.9180439415995 100 GTEX 1 100 100 0.5 0.0005 100 550 -95 2267.2499217316154 2291.374677882902 100 GTEX 1 100 100 0.5 0.0005 100 550 -96 2266.706181464231 2291.759498277091 100 GTEX 1 100 100 0.5 0.0005 100 550 -97 2266.5545506141398 2292.0602888100047 100 GTEX 1 100 100 0.5 0.0005 100 550 -98 2266.3242614559126 2290.222001804598 100 GTEX 1 100 100 0.5 0.0005 100 550 -99 2265.9171499621216 2289.53401445164 100 GTEX 1 100 100 0.5 0.0005 100 550 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 2670bd17c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3737.343494073987 3316.581155871257 100 GTEX 1 100 100 0.0 0.0005 100 6925 -1 2698.277281857373 2827.0928801910054 100 GTEX 1 100 100 0.0 0.0005 100 6925 -2 2559.140737335118 2541.097777856167 100 GTEX 1 100 100 0.0 0.0005 100 6925 -3 2500.103549975408 2443.3841028249763 100 GTEX 1 100 100 0.0 0.0005 100 6925 -4 2464.771101440159 2424.402468141041 100 GTEX 1 100 100 0.0 0.0005 100 6925 -5 2442.452209040697 2408.533327516041 100 GTEX 1 100 100 0.0 0.0005 100 6925 -6 2422.2203287261837 2401.2849687351472 100 GTEX 1 100 100 0.0 0.0005 100 6925 -7 2405.4733506594866 2374.8507131134147 100 GTEX 1 100 100 0.0 0.0005 100 6925 -8 2394.5398731902596 2367.296266969166 100 GTEX 1 100 100 0.0 0.0005 100 6925 -9 2385.5886936818356 2356.8689020541233 100 GTEX 1 100 100 0.0 0.0005 100 6925 -10 2377.5756045001303 2344.7595177712096 100 GTEX 1 100 100 0.0 0.0005 100 6925 -11 2371.5825940602886 2339.4708637194035 100 GTEX 1 100 100 0.0 0.0005 100 6925 -12 2366.591818614785 2333.6768896298718 100 GTEX 1 100 100 0.0 0.0005 100 6925 -13 2361.3025496770856 2329.748944532735 100 GTEX 1 100 100 0.0 0.0005 100 6925 -14 2357.7816934606726 2331.2634982845175 100 GTEX 1 100 100 0.0 0.0005 100 6925 -15 2352.044484500436 2321.493005324679 100 GTEX 1 100 100 0.0 0.0005 100 6925 -16 2348.5069355846294 2315.719331110385 100 GTEX 1 100 100 0.0 0.0005 100 6925 -17 2346.5031174284686 2316.5531019783743 100 GTEX 1 100 100 0.0 0.0005 100 6925 -18 2342.737542200456 2306.5607965853733 100 GTEX 1 100 100 0.0 0.0005 100 6925 -19 2339.8504747370803 2310.3350333442254 100 GTEX 1 100 100 0.0 0.0005 100 6925 -20 2337.484950601431 2305.1828204833055 100 GTEX 1 100 100 0.0 0.0005 100 6925 -21 2334.311579991888 2308.7657094745127 100 GTEX 1 100 100 0.0 0.0005 100 6925 -22 2332.8293907300113 2304.2941606760933 100 GTEX 1 100 100 0.0 0.0005 100 6925 -23 2331.014537881795 2298.926636206333 100 GTEX 1 100 100 0.0 0.0005 100 6925 -24 2329.3066345388916 2296.536886585076 100 GTEX 1 100 100 0.0 0.0005 100 6925 -25 2326.9769645957667 2296.288850849572 100 GTEX 1 100 100 0.0 0.0005 100 6925 -26 2324.5473496390837 2292.386031814401 100 GTEX 1 100 100 0.0 0.0005 100 6925 -27 2323.0285375040435 2290.673182962512 100 GTEX 1 100 100 0.0 0.0005 100 6925 -28 2321.42064245991 2288.60562006149 100 GTEX 1 100 100 0.0 0.0005 100 6925 -29 2319.565905770745 2285.319059306678 100 GTEX 1 100 100 0.0 0.0005 100 6925 -30 2318.239923416126 2284.3882105141993 100 GTEX 1 100 100 0.0 0.0005 100 6925 -31 2316.479602175856 2286.609066807272 100 GTEX 1 100 100 0.0 0.0005 100 6925 -32 2315.2952042343222 2290.372616147814 100 GTEX 1 100 100 0.0 0.0005 100 6925 -33 2313.093740200334 2282.4513909517586 100 GTEX 1 100 100 0.0 0.0005 100 6925 -34 2312.174475367147 2279.8830742781606 100 GTEX 1 100 100 0.0 0.0005 100 6925 -35 2310.830124441316 2302.6165163453543 100 GTEX 1 100 100 0.0 0.0005 100 6925 -36 2308.845471956038 2279.519953622564 100 GTEX 1 100 100 0.0 0.0005 100 6925 -37 2308.22936025305 2275.505169654527 100 GTEX 1 100 100 0.0 0.0005 100 6925 -38 2306.3185711509386 2275.4865119266874 100 GTEX 1 100 100 0.0 0.0005 100 6925 -39 2305.4439955280513 2276.4372465764613 100 GTEX 1 100 100 0.0 0.0005 100 6925 -40 2304.212225485568 2272.751977260575 100 GTEX 1 100 100 0.0 0.0005 100 6925 -41 2303.4880625885066 2276.4212678974573 100 GTEX 1 100 100 0.0 0.0005 100 6925 -42 2302.277497037406 2270.24850080947 100 GTEX 1 100 100 0.0 0.0005 100 6925 -43 2301.120600130511 2274.1314544097554 100 GTEX 1 100 100 0.0 0.0005 100 6925 -44 2300.512577587566 2268.8189042820222 100 GTEX 1 100 100 0.0 0.0005 100 6925 -45 2299.2003905579495 2267.8345562024715 100 GTEX 1 100 100 0.0 0.0005 100 6925 -46 2298.5093821228097 2269.051638062916 100 GTEX 1 100 100 0.0 0.0005 100 6925 -47 2297.201897694995 2265.676272316124 100 GTEX 1 100 100 0.0 0.0005 100 6925 -48 2297.135433988006 2264.873238103018 100 GTEX 1 100 100 0.0 0.0005 100 6925 -49 2295.7937834374916 2266.2025735949383 100 GTEX 1 100 100 0.0 0.0005 100 6925 -50 2295.291488175207 2264.031349327174 100 GTEX 1 100 100 0.0 0.0005 100 6925 -51 2293.942178747351 2268.6750729637 100 GTEX 1 100 100 0.0 0.0005 100 6925 -52 2293.1494754651435 2261.5314681484674 100 GTEX 1 100 100 0.0 0.0005 100 6925 -53 2292.43725833508 2264.358388226295 100 GTEX 1 100 100 0.0 0.0005 100 6925 -54 2291.395545257539 2260.4968753713165 100 GTEX 1 100 100 0.0 0.0005 100 6925 -55 2290.9464675453632 2260.724617729622 100 GTEX 1 100 100 0.0 0.0005 100 6925 -56 2290.0269629298236 2258.11344648586 100 GTEX 1 100 100 0.0 0.0005 100 6925 -57 2289.392378495489 2259.1254678588402 100 GTEX 1 100 100 0.0 0.0005 100 6925 -58 2289.005141136852 2259.6262002807152 100 GTEX 1 100 100 0.0 0.0005 100 6925 -59 2288.2961739112675 2261.295914218453 100 GTEX 1 100 100 0.0 0.0005 100 6925 -60 2287.474238638164 2257.264181506951 100 GTEX 1 100 100 0.0 0.0005 100 6925 -61 2286.7211143499294 2255.5832510248338 100 GTEX 1 100 100 0.0 0.0005 100 6925 -62 2286.4654691492074 2254.8504466937975 100 GTEX 1 100 100 0.0 0.0005 100 6925 -63 2285.9950355665983 2253.9291314534817 100 GTEX 1 100 100 0.0 0.0005 100 6925 -64 2285.16794306456 2253.4511096794795 100 GTEX 1 100 100 0.0 0.0005 100 6925 -65 2284.545531646319 2253.8559134015563 100 GTEX 1 100 100 0.0 0.0005 100 6925 -66 2283.972798938294 2258.390677912607 100 GTEX 1 100 100 0.0 0.0005 100 6925 -67 2283.4027692875993 2252.771872400784 100 GTEX 1 100 100 0.0 0.0005 100 6925 -68 2282.664770500076 2252.9397325406962 100 GTEX 1 100 100 0.0 0.0005 100 6925 -69 2282.6213238616297 2251.382911827174 100 GTEX 1 100 100 0.0 0.0005 100 6925 -70 2281.7673582772313 2255.6992902284337 100 GTEX 1 100 100 0.0 0.0005 100 6925 -71 2281.2921509678768 2250.5483222062144 100 GTEX 1 100 100 0.0 0.0005 100 6925 -72 2280.793959238341 2251.0062455442016 100 GTEX 1 100 100 0.0 0.0005 100 6925 -73 2280.8203599768026 2248.656226792716 100 GTEX 1 100 100 0.0 0.0005 100 6925 -74 2280.1465904434895 2250.2080792909337 100 GTEX 1 100 100 0.0 0.0005 100 6925 -75 2280.0553031511186 2247.9048677741803 100 GTEX 1 100 100 0.0 0.0005 100 6925 -76 2279.007468609091 2248.29352572481 100 GTEX 1 100 100 0.0 0.0005 100 6925 -77 2278.848051640732 2248.274982176806 100 GTEX 1 100 100 0.0 0.0005 100 6925 -78 2278.2639984101847 2248.387194035171 100 GTEX 1 100 100 0.0 0.0005 100 6925 -79 2277.8751871220425 2247.103040339829 100 GTEX 1 100 100 0.0 0.0005 100 6925 -80 2277.5763008437616 2248.676046741326 100 GTEX 1 100 100 0.0 0.0005 100 6925 -81 2277.0537817787695 2246.730577360088 100 GTEX 1 100 100 0.0 0.0005 100 6925 -82 2276.5640922909843 2251.0772719002493 100 GTEX 1 100 100 0.0 0.0005 100 6925 -83 2276.5078885247767 2245.7019293607414 100 GTEX 1 100 100 0.0 0.0005 100 6925 -84 2275.882723529349 2245.802914463522 100 GTEX 1 100 100 0.0 0.0005 100 6925 -85 2275.4739685026357 2245.9126654215183 100 GTEX 1 100 100 0.0 0.0005 100 6925 -86 2275.1201127776503 2246.256092376129 100 GTEX 1 100 100 0.0 0.0005 100 6925 -87 2274.7856945611234 2244.107697577531 100 GTEX 1 100 100 0.0 0.0005 100 6925 -88 2274.5897139044264 2243.0443825377256 100 GTEX 1 100 100 0.0 0.0005 100 6925 -89 2273.9978617902566 2243.360517726652 100 GTEX 1 100 100 0.0 0.0005 100 6925 -90 2274.2583607397323 2243.1089591254754 100 GTEX 1 100 100 0.0 0.0005 100 6925 -91 2273.890350583565 2245.8891508733363 100 GTEX 1 100 100 0.0 0.0005 100 6925 -92 2273.1229431532724 2242.7266859627493 100 GTEX 1 100 100 0.0 0.0005 100 6925 -93 2273.1194523575314 2245.250578325511 100 GTEX 1 100 100 0.0 0.0005 100 6925 -94 2272.232070428033 2242.793646402685 100 GTEX 1 100 100 0.0 0.0005 100 6925 -95 2272.2412699933816 2242.8495462511883 100 GTEX 1 100 100 0.0 0.0005 100 6925 -96 2272.1613543365274 2241.289547996376 100 GTEX 1 100 100 0.0 0.0005 100 6925 -97 2272.2000673494936 2242.7200431098504 100 GTEX 1 100 100 0.0 0.0005 100 6925 -98 2271.8602727783436 2242.364786010278 100 GTEX 1 100 100 0.0 0.0005 100 6925 -99 2271.331101390645 2240.4544088269367 100 GTEX 1 100 100 0.0 0.0005 100 6925 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index 51154fc0a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3754.561902452475 3779.727897382961 100 GTEX 1 100 100 1.0 0.0005 100 7218 -1 2706.6517372538324 2698.9419325911954 100 GTEX 1 100 100 1.0 0.0005 100 7218 -2 2563.0742206841446 2518.618307947659 100 GTEX 1 100 100 1.0 0.0005 100 7218 -3 2500.2569299111387 2502.8949471245246 100 GTEX 1 100 100 1.0 0.0005 100 7218 -4 2465.067419458093 2429.143876804598 100 GTEX 1 100 100 1.0 0.0005 100 7218 -5 2441.6234956739117 2412.0487585031487 100 GTEX 1 100 100 1.0 0.0005 100 7218 -6 2423.916388063883 2392.0634032274834 100 GTEX 1 100 100 1.0 0.0005 100 7218 -7 2409.4867770528544 2388.5486257574858 100 GTEX 1 100 100 1.0 0.0005 100 7218 -8 2396.443665150366 2397.5999342769724 100 GTEX 1 100 100 1.0 0.0005 100 7218 -9 2388.6045107294995 2363.4627058950214 100 GTEX 1 100 100 1.0 0.0005 100 7218 -10 2380.145611869479 2362.13518521269 100 GTEX 1 100 100 1.0 0.0005 100 7218 -11 2374.144771909165 2353.491765127436 100 GTEX 1 100 100 1.0 0.0005 100 7218 -12 2365.859475059747 2342.4867031547055 100 GTEX 1 100 100 1.0 0.0005 100 7218 -13 2361.2327493127855 2350.2549951357532 100 GTEX 1 100 100 1.0 0.0005 100 7218 -14 2355.387563506993 2337.6386068946053 100 GTEX 1 100 100 1.0 0.0005 100 7218 -15 2352.4816152335497 2330.8339240360624 100 GTEX 1 100 100 1.0 0.0005 100 7218 -16 2348.956312831332 2329.4975845859076 100 GTEX 1 100 100 1.0 0.0005 100 7218 -17 2345.3417727884525 2333.5630087036598 100 GTEX 1 100 100 1.0 0.0005 100 7218 -18 2341.256310881714 2320.334617469701 100 GTEX 1 100 100 1.0 0.0005 100 7218 -19 2338.3888739544273 2323.760499903458 100 GTEX 1 100 100 1.0 0.0005 100 7218 -20 2337.0378920072685 2318.869647472077 100 GTEX 1 100 100 1.0 0.0005 100 7218 -21 2334.0766985554674 2313.65869140625 100 GTEX 1 100 100 1.0 0.0005 100 7218 -22 2331.8167247907204 2336.1489424904944 100 GTEX 1 100 100 1.0 0.0005 100 7218 -23 2328.920220274828 2310.154941109197 100 GTEX 1 100 100 1.0 0.0005 100 7218 -24 2327.9906560958875 2309.9093634891874 100 GTEX 1 100 100 1.0 0.0005 100 7218 -25 2325.8736688959016 2308.484035245366 100 GTEX 1 100 100 1.0 0.0005 100 7218 -26 2323.165108356454 2305.8901562128685 100 GTEX 1 100 100 1.0 0.0005 100 7218 -27 2321.837286759269 2302.2694699827707 100 GTEX 1 100 100 1.0 0.0005 100 7218 -28 2320.8576764084287 2300.0922387416826 100 GTEX 1 100 100 1.0 0.0005 100 7218 -29 2318.33055686447 2300.9318114306084 100 GTEX 1 100 100 1.0 0.0005 100 7218 -30 2316.9362577118213 2299.4843035215663 100 GTEX 1 100 100 1.0 0.0005 100 7218 -31 2316.263506105914 2298.621237635159 100 GTEX 1 100 100 1.0 0.0005 100 7218 -32 2313.3664818982634 2292.798474445996 100 GTEX 1 100 100 1.0 0.0005 100 7218 -33 2311.9564026014295 2293.7575887817848 100 GTEX 1 100 100 1.0 0.0005 100 7218 -34 2311.288696276168 2295.500284057153 100 GTEX 1 100 100 1.0 0.0005 100 7218 -35 2310.292060836739 2300.8512264585315 100 GTEX 1 100 100 1.0 0.0005 100 7218 -36 2308.933215147643 2295.565074151913 100 GTEX 1 100 100 1.0 0.0005 100 7218 -37 2307.1203151149634 2289.310294379753 100 GTEX 1 100 100 1.0 0.0005 100 7218 -38 2306.489041858809 2286.541291327531 100 GTEX 1 100 100 1.0 0.0005 100 7218 -39 2304.512354799897 2289.3152347463165 100 GTEX 1 100 100 1.0 0.0005 100 7218 -40 2303.1824757370587 2285.398770756595 100 GTEX 1 100 100 1.0 0.0005 100 7218 -41 2302.383964760195 2285.3591605646984 100 GTEX 1 100 100 1.0 0.0005 100 7218 -42 2301.147814241246 2285.3386982384745 100 GTEX 1 100 100 1.0 0.0005 100 7218 -43 2299.4910436210985 2282.2230294231226 100 GTEX 1 100 100 1.0 0.0005 100 7218 -44 2299.678501147283 2288.8884787903994 100 GTEX 1 100 100 1.0 0.0005 100 7218 -45 2298.749289962625 2282.1831964413022 100 GTEX 1 100 100 1.0 0.0005 100 7218 -46 2297.1129943260967 2281.407292471186 100 GTEX 1 100 100 1.0 0.0005 100 7218 -47 2296.3961900755585 2282.607029207759 100 GTEX 1 100 100 1.0 0.0005 100 7218 -48 2295.6343796728934 2277.9129095621433 100 GTEX 1 100 100 1.0 0.0005 100 7218 -49 2294.8307253929356 2278.457291171578 100 GTEX 1 100 100 1.0 0.0005 100 7218 -50 2294.1446522758743 2283.123545367455 100 GTEX 1 100 100 1.0 0.0005 100 7218 -51 2292.592171531702 2278.3057206882722 100 GTEX 1 100 100 1.0 0.0005 100 7218 -52 2292.236760754463 2275.1154497385933 100 GTEX 1 100 100 1.0 0.0005 100 7218 -53 2290.894416877583 2274.5134230929184 100 GTEX 1 100 100 1.0 0.0005 100 7218 -54 2290.446396678305 2275.857809900784 100 GTEX 1 100 100 1.0 0.0005 100 7218 -55 2289.393108596391 2273.187934440352 100 GTEX 1 100 100 1.0 0.0005 100 7218 -56 2289.3845497228863 2271.0794403888426 100 GTEX 1 100 100 1.0 0.0005 100 7218 -57 2288.597885123777 2271.2483318604445 100 GTEX 1 100 100 1.0 0.0005 100 7218 -58 2287.97166537483 2281.6165144887714 100 GTEX 1 100 100 1.0 0.0005 100 7218 -59 2287.4132689849444 2268.96820694956 100 GTEX 1 100 100 1.0 0.0005 100 7218 -60 2286.048057845468 2269.4995869103495 100 GTEX 1 100 100 1.0 0.0005 100 7218 -61 2285.159275543706 2268.412640357652 100 GTEX 1 100 100 1.0 0.0005 100 7218 -62 2285.022800856965 2266.9825286285054 100 GTEX 1 100 100 1.0 0.0005 100 7218 -63 2284.5407191593167 2267.7024315663616 100 GTEX 1 100 100 1.0 0.0005 100 7218 -64 2284.0004623121354 2267.1225437410885 100 GTEX 1 100 100 1.0 0.0005 100 7218 -65 2283.3500861545367 2268.538420122386 100 GTEX 1 100 100 1.0 0.0005 100 7218 -66 2282.3433401934435 2271.123667901913 100 GTEX 1 100 100 1.0 0.0005 100 7218 -67 2282.2651947688764 2270.2374179390445 100 GTEX 1 100 100 1.0 0.0005 100 7218 -68 2281.6323506520594 2266.6727912235624 100 GTEX 1 100 100 1.0 0.0005 100 7218 -69 2280.6433712790154 2264.108275903042 100 GTEX 1 100 100 1.0 0.0005 100 7218 -70 2280.5110329796926 2269.0122367365734 100 GTEX 1 100 100 1.0 0.0005 100 7218 -71 2279.811443106028 2263.296466551806 100 GTEX 1 100 100 1.0 0.0005 100 7218 -72 2279.452713310876 2263.1078182554065 100 GTEX 1 100 100 1.0 0.0005 100 7218 -73 2279.1062791307963 2263.4635524967325 100 GTEX 1 100 100 1.0 0.0005 100 7218 -74 2278.7025290513675 2261.6041060182984 100 GTEX 1 100 100 1.0 0.0005 100 7218 -75 2278.1034023614925 2265.3037740613117 100 GTEX 1 100 100 1.0 0.0005 100 7218 -76 2277.728465956167 2261.3139657720412 100 GTEX 1 100 100 1.0 0.0005 100 7218 -77 2277.313050818592 2261.0564466121077 100 GTEX 1 100 100 1.0 0.0005 100 7218 -78 2277.008494479384 2262.8930227765563 100 GTEX 1 100 100 1.0 0.0005 100 7218 -79 2276.570271341403 2260.410026289211 100 GTEX 1 100 100 1.0 0.0005 100 7218 -80 2276.0537998307855 2260.634877019962 100 GTEX 1 100 100 1.0 0.0005 100 7218 -81 2275.31145646452 2258.0928430593513 100 GTEX 1 100 100 1.0 0.0005 100 7218 -82 2275.371528984111 2257.6216238043608 100 GTEX 1 100 100 1.0 0.0005 100 7218 -83 2274.7777210113504 2261.2409305935125 100 GTEX 1 100 100 1.0 0.0005 100 7218 -84 2274.536696344869 2258.684017979147 100 GTEX 1 100 100 1.0 0.0005 100 7218 -85 2274.378096410764 2261.3387864261526 100 GTEX 1 100 100 1.0 0.0005 100 7218 -86 2273.835642607421 2259.963945163973 100 GTEX 1 100 100 1.0 0.0005 100 7218 -87 2273.7416629084087 2256.272769130228 100 GTEX 1 100 100 1.0 0.0005 100 7218 -88 2273.0684705496315 2257.5658334942373 100 GTEX 1 100 100 1.0 0.0005 100 7218 -89 2272.8115302714777 2256.072942349394 100 GTEX 1 100 100 1.0 0.0005 100 7218 -90 2272.4715674297477 2256.696689156072 100 GTEX 1 100 100 1.0 0.0005 100 7218 -91 2272.2004089452175 2258.1161515268536 100 GTEX 1 100 100 1.0 0.0005 100 7218 -92 2272.0717050067424 2255.920223569689 100 GTEX 1 100 100 1.0 0.0005 100 7218 -93 2271.509586935828 2255.0030336561313 100 GTEX 1 100 100 1.0 0.0005 100 7218 -94 2271.233415483761 2255.2274081734195 100 GTEX 1 100 100 1.0 0.0005 100 7218 -95 2270.702802668356 2255.3120869103495 100 GTEX 1 100 100 1.0 0.0005 100 7218 -96 2270.675342637583 2255.672787510397 100 GTEX 1 100 100 1.0 0.0005 100 7218 -97 2270.664124908399 2256.458206466849 100 GTEX 1 100 100 1.0 0.0005 100 7218 -98 2270.061858044515 2257.2484042671695 100 GTEX 1 100 100 1.0 0.0005 100 7218 -99 2269.8588498668482 2253.4644742900427 100 GTEX 1 100 100 1.0 0.0005 100 7218 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 68483dfec..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3757.683269200537 3476.723731211383 100 GTEX 1 50 100 0.5 0.0005 100 9042 -1 2709.308593956309 2863.660480223681 100 GTEX 1 50 100 0.5 0.0005 100 9042 -2 2557.344387055652 2567.1814131936194 100 GTEX 1 50 100 0.5 0.0005 100 9042 -3 2497.1160122621673 2522.132249955442 100 GTEX 1 50 100 0.5 0.0005 100 9042 -4 2459.3629629671655 2458.6938188792183 100 GTEX 1 50 100 0.5 0.0005 100 9042 -5 2436.848125653999 2435.5288494385695 100 GTEX 1 50 100 0.5 0.0005 100 9042 -6 2416.893255204551 2406.6879130896505 100 GTEX 1 50 100 0.5 0.0005 100 9042 -7 2404.2056413994833 2411.2087012461384 100 GTEX 1 50 100 0.5 0.0005 100 9042 -8 2393.356644787279 2371.148571173954 100 GTEX 1 50 100 0.5 0.0005 100 9042 -9 2383.9542514458117 2370.69571166528 100 GTEX 1 50 100 0.5 0.0005 100 9042 -10 2378.0253454433823 2364.004482718928 100 GTEX 1 50 100 0.5 0.0005 100 9042 -11 2371.798096657303 2348.3039476517943 100 GTEX 1 50 100 0.5 0.0005 100 9042 -12 2363.754141906177 2355.950837690114 100 GTEX 1 50 100 0.5 0.0005 100 9042 -13 2360.098428618408 2344.062853679004 100 GTEX 1 50 100 0.5 0.0005 100 9042 -14 2353.2081374259765 2349.3420762906962 100 GTEX 1 50 100 0.5 0.0005 100 9042 -15 2350.0177267704594 2336.720669706511 100 GTEX 1 50 100 0.5 0.0005 100 9042 -16 2346.2709364189423 2330.32090382159 100 GTEX 1 50 100 0.5 0.0005 100 9042 -17 2344.179527559136 2330.0679407156013 100 GTEX 1 50 100 0.5 0.0005 100 9042 -18 2340.759544642533 2324.4254758421457 100 GTEX 1 50 100 0.5 0.0005 100 9042 -19 2337.5492369773788 2329.4810628564637 100 GTEX 1 50 100 0.5 0.0005 100 9042 -20 2335.743728884299 2327.227160319629 100 GTEX 1 50 100 0.5 0.0005 100 9042 -21 2332.676122845724 2316.31332525101 100 GTEX 1 50 100 0.5 0.0005 100 9042 -22 2330.7612386179458 2317.042536166231 100 GTEX 1 50 100 0.5 0.0005 100 9042 -23 2329.0084879548695 2315.4160109835434 100 GTEX 1 50 100 0.5 0.0005 100 9042 -24 2326.155555745245 2319.5172708605633 100 GTEX 1 50 100 0.5 0.0005 100 9042 -25 2325.436776862019 2308.9728381951045 100 GTEX 1 50 100 0.5 0.0005 100 9042 -26 2323.327316862811 2307.443075317847 100 GTEX 1 50 100 0.5 0.0005 100 9042 -27 2321.0209084898943 2307.7070674533625 100 GTEX 1 50 100 0.5 0.0005 100 9042 -28 2319.8383591006095 2307.2175339383316 100 GTEX 1 50 100 0.5 0.0005 100 9042 -29 2317.0033695893467 2320.0403101235743 100 GTEX 1 50 100 0.5 0.0005 100 9042 -30 2316.417430851494 2307.4228441361693 100 GTEX 1 50 100 0.5 0.0005 100 9042 -31 2314.7308973564423 2300.1922890550736 100 GTEX 1 50 100 0.5 0.0005 100 9042 -32 2313.216171243695 2300.348942861811 100 GTEX 1 50 100 0.5 0.0005 100 9042 -33 2310.6182468181 2297.1494641902327 100 GTEX 1 50 100 0.5 0.0005 100 9042 -34 2310.0395412136813 2299.4794671236336 100 GTEX 1 50 100 0.5 0.0005 100 9042 -35 2308.13363456303 2293.9213449456392 100 GTEX 1 50 100 0.5 0.0005 100 9042 -36 2307.395838422283 2299.6935515313094 100 GTEX 1 50 100 0.5 0.0005 100 9042 -37 2305.3606429478305 2299.568619296578 100 GTEX 1 50 100 0.5 0.0005 100 9042 -38 2304.088010593542 2291.9019306603495 100 GTEX 1 50 100 0.5 0.0005 100 9042 -39 2304.122183730739 2298.435448476117 100 GTEX 1 50 100 0.5 0.0005 100 9042 -40 2303.4347422966375 2289.3146879827113 100 GTEX 1 50 100 0.5 0.0005 100 9042 -41 2301.5597057284103 2290.9099882292658 100 GTEX 1 50 100 0.5 0.0005 100 9042 -42 2300.2177660877505 2288.2672875698076 100 GTEX 1 50 100 0.5 0.0005 100 9042 -43 2299.565978726679 2284.6255708991803 100 GTEX 1 50 100 0.5 0.0005 100 9042 -44 2298.2483901469827 2285.051724394011 100 GTEX 1 50 100 0.5 0.0005 100 9042 -45 2297.1366199796826 2283.967252666053 100 GTEX 1 50 100 0.5 0.0005 100 9042 -46 2296.328641983956 2286.357720784815 100 GTEX 1 50 100 0.5 0.0005 100 9042 -47 2295.416389920662 2284.2481991147815 100 GTEX 1 50 100 0.5 0.0005 100 9042 -48 2294.8132745088615 2283.5274829937025 100 GTEX 1 50 100 0.5 0.0005 100 9042 -49 2294.124337542582 2284.964485429539 100 GTEX 1 50 100 0.5 0.0005 100 9042 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index 7854aa91f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3747.0073098545026 3525.8078873202826 100 GTEX 1 50 100 0.0 0.0005 100 1867 -1 2706.6460826402736 2802.558195513011 100 GTEX 1 50 100 0.0 0.0005 100 1867 -2 2560.2773021014195 2548.644940626485 100 GTEX 1 50 100 0.0 0.0005 100 1867 -3 2504.3337706133393 2561.7516829922174 100 GTEX 1 50 100 0.0 0.0005 100 1867 -4 2468.2558250503807 2410.2558732993703 100 GTEX 1 50 100 0.0 0.0005 100 1867 -5 2443.3352928367126 2394.96634294053 100 GTEX 1 50 100 0.0 0.0005 100 1867 -6 2425.740063448195 2383.1742105810363 100 GTEX 1 50 100 0.0 0.0005 100 1867 -7 2412.2404549964267 2376.196856248515 100 GTEX 1 50 100 0.0 0.0005 100 1867 -8 2398.5856015519785 2352.5806369563925 100 GTEX 1 50 100 0.0 0.0005 100 1867 -9 2391.8749390357625 2362.895962675261 100 GTEX 1 50 100 0.0 0.0005 100 1867 -10 2382.202206822878 2363.5348842606345 100 GTEX 1 50 100 0.0 0.0005 100 1867 -11 2374.332297594605 2335.0286684217563 100 GTEX 1 50 100 0.0 0.0005 100 1867 -12 2368.428039944057 2327.3782044617396 100 GTEX 1 50 100 0.0 0.0005 100 1867 -13 2364.0567145609007 2317.9690693322245 100 GTEX 1 50 100 0.0 0.0005 100 1867 -14 2358.793804223099 2313.0467357562975 100 GTEX 1 50 100 0.0 0.0005 100 1867 -15 2354.8836904727027 2325.5565385129516 100 GTEX 1 50 100 0.0 0.0005 100 1867 -16 2350.502131943115 2313.970538817431 100 GTEX 1 50 100 0.0 0.0005 100 1867 -17 2347.030961322472 2310.4979503326995 100 GTEX 1 50 100 0.0 0.0005 100 1867 -18 2344.506947705269 2299.0300023764257 100 GTEX 1 50 100 0.0 0.0005 100 1867 -19 2341.077142635066 2304.5477113905063 100 GTEX 1 50 100 0.0 0.0005 100 1867 -20 2338.8619032622364 2297.9161065975522 100 GTEX 1 50 100 0.0 0.0005 100 1867 -21 2335.585251136555 2295.886350218334 100 GTEX 1 50 100 0.0 0.0005 100 1867 -22 2333.6776104350142 2298.350896915102 100 GTEX 1 50 100 0.0 0.0005 100 1867 -23 2332.8910896331085 2298.8555188777327 100 GTEX 1 50 100 0.0 0.0005 100 1867 -24 2330.284266130869 2286.2685816079493 100 GTEX 1 50 100 0.0 0.0005 100 1867 -25 2328.0158195491576 2284.809436638546 100 GTEX 1 50 100 0.0 0.0005 100 1867 -26 2326.0284875257476 2284.572908930905 100 GTEX 1 50 100 0.0 0.0005 100 1867 -27 2324.8476317250465 2284.512315641338 100 GTEX 1 50 100 0.0 0.0005 100 1867 -28 2321.62743498489 2286.0351766724098 100 GTEX 1 50 100 0.0 0.0005 100 1867 -29 2320.4596369811748 2279.766378772576 100 GTEX 1 50 100 0.0 0.0005 100 1867 -30 2318.1091862274875 2277.996480847493 100 GTEX 1 50 100 0.0 0.0005 100 1867 -31 2317.4244516674285 2276.8086141724098 100 GTEX 1 50 100 0.0 0.0005 100 1867 -32 2315.7704496334304 2273.2192652016993 100 GTEX 1 50 100 0.0 0.0005 100 1867 -33 2314.41199763302 2273.468995997208 100 GTEX 1 50 100 0.0 0.0005 100 1867 -34 2313.5040756037006 2278.5591442267705 100 GTEX 1 50 100 0.0 0.0005 100 1867 -35 2311.7433018251722 2273.009258777923 100 GTEX 1 50 100 0.0 0.0005 100 1867 -36 2310.191113652606 2272.9809134015563 100 GTEX 1 50 100 0.0 0.0005 100 1867 -37 2308.3197982238466 2271.366574827709 100 GTEX 1 50 100 0.0 0.0005 100 1867 -38 2308.093911823431 2268.21029790726 100 GTEX 1 50 100 0.0 0.0005 100 1867 -39 2306.102671822185 2265.855460395378 100 GTEX 1 50 100 0.0 0.0005 100 1867 -40 2305.5032027371394 2263.9087935182984 100 GTEX 1 50 100 0.0 0.0005 100 1867 -41 2304.514921899757 2262.662353515625 100 GTEX 1 50 100 0.0 0.0005 100 1867 -42 2303.1293523926865 2262.7763551197127 100 GTEX 1 50 100 0.0 0.0005 100 1867 -43 2302.6823359886644 2264.7721870915516 100 GTEX 1 50 100 0.0 0.0005 100 1867 -44 2300.5626991395275 2260.582396996792 100 GTEX 1 50 100 0.0 0.0005 100 1867 -45 2300.0624789822955 2260.4322421577945 100 GTEX 1 50 100 0.0 0.0005 100 1867 -46 2299.266552512593 2258.55835982058 100 GTEX 1 50 100 0.0 0.0005 100 1867 -47 2298.9471425618267 2261.1753226740734 100 GTEX 1 50 100 0.0 0.0005 100 1867 -48 2297.797461174755 2257.528209845829 100 GTEX 1 50 100 0.0 0.0005 100 1867 -49 2296.6835210003746 2257.9033342368703 100 GTEX 1 50 100 0.0 0.0005 100 1867 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index 05e373da1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3741.0383963806016 3523.7430935123575 100 GTEX 1 50 100 1.0 0.0005 100 8357 -1 2695.2222216348155 2797.7469941926092 100 GTEX 1 50 100 1.0 0.0005 100 8357 -2 2554.3644937781405 2599.9067429227066 100 GTEX 1 50 100 1.0 0.0005 100 8357 -3 2493.8086377453424 2569.992484553232 100 GTEX 1 50 100 1.0 0.0005 100 8357 -4 2461.2599007830245 2487.8157703704255 100 GTEX 1 50 100 1.0 0.0005 100 8357 -5 2436.094677538382 2507.227371970057 100 GTEX 1 50 100 1.0 0.0005 100 8357 -6 2416.4893692965943 2457.7291227275427 100 GTEX 1 50 100 1.0 0.0005 100 8357 -7 2402.5439798176394 2425.252898125594 100 GTEX 1 50 100 1.0 0.0005 100 8357 -8 2392.3260127077942 2425.801250965423 100 GTEX 1 50 100 1.0 0.0005 100 8357 -9 2382.1174715097923 2405.1598954001306 100 GTEX 1 50 100 1.0 0.0005 100 8357 -10 2373.998743528094 2401.9540254426092 100 GTEX 1 50 100 1.0 0.0005 100 8357 -11 2367.5120839164993 2391.0176598146386 100 GTEX 1 50 100 1.0 0.0005 100 8357 -12 2362.0199350220255 2392.0086099022697 100 GTEX 1 50 100 1.0 0.0005 100 8357 -13 2355.7437806935854 2382.8695592843987 100 GTEX 1 50 100 1.0 0.0005 100 8357 -14 2350.2827010984292 2379.9485132485743 100 GTEX 1 50 100 1.0 0.0005 100 8357 -15 2347.6604510136362 2373.2055227765563 100 GTEX 1 50 100 1.0 0.0005 100 8357 -16 2344.133646271052 2376.212936111276 100 GTEX 1 50 100 1.0 0.0005 100 8357 -17 2339.1877989156 2365.9093068634147 100 GTEX 1 50 100 1.0 0.0005 100 8357 -18 2337.090478510467 2365.4211518610387 100 GTEX 1 50 100 1.0 0.0005 100 8357 -19 2335.1225899268925 2365.5089710076045 100 GTEX 1 50 100 1.0 0.0005 100 8357 -20 2331.93673812755 2358.7877693901496 100 GTEX 1 50 100 1.0 0.0005 100 8357 -21 2329.734458632412 2358.523868227186 100 GTEX 1 50 100 1.0 0.0005 100 8357 -22 2326.430736837914 2356.7707825867396 100 GTEX 1 50 100 1.0 0.0005 100 8357 -23 2324.616567619552 2352.8433749702945 100 GTEX 1 50 100 1.0 0.0005 100 8357 -24 2322.4083948374123 2348.7984215333886 100 GTEX 1 50 100 1.0 0.0005 100 8357 -25 2319.969920002748 2349.051222188391 100 GTEX 1 50 100 1.0 0.0005 100 8357 -26 2318.3444062423664 2346.4756267823195 100 GTEX 1 50 100 1.0 0.0005 100 8357 -27 2315.995576508158 2349.8634130673718 100 GTEX 1 50 100 1.0 0.0005 100 8357 -28 2315.3042779513294 2343.4843313703063 100 GTEX 1 50 100 1.0 0.0005 100 8357 -29 2313.0274236688547 2347.49258666528 100 GTEX 1 50 100 1.0 0.0005 100 8357 -30 2312.53710148369 2339.4990735652327 100 GTEX 1 50 100 1.0 0.0005 100 8357 -31 2310.200204622183 2339.633688807034 100 GTEX 1 50 100 1.0 0.0005 100 8357 -32 2309.2563845081518 2336.038537087096 100 GTEX 1 50 100 1.0 0.0005 100 8357 -33 2307.0729684931457 2338.9981443455918 100 GTEX 1 50 100 1.0 0.0005 100 8357 -34 2306.293427193846 2337.163518521269 100 GTEX 1 50 100 1.0 0.0005 100 8357 -35 2304.942094186549 2335.161155091492 100 GTEX 1 50 100 1.0 0.0005 100 8357 -36 2303.0297851820387 2333.0601839130823 100 GTEX 1 50 100 1.0 0.0005 100 8357 -37 2301.908354761936 2333.357753275012 100 GTEX 1 50 100 1.0 0.0005 100 8357 -38 2301.2745903017553 2333.440116853315 100 GTEX 1 50 100 1.0 0.0005 100 8357 -39 2299.981297028081 2331.0906253713165 100 GTEX 1 50 100 1.0 0.0005 100 8357 -40 2299.2705470369524 2328.4997307955086 100 GTEX 1 50 100 1.0 0.0005 100 8357 -41 2297.452326301437 2327.2386061519724 100 GTEX 1 50 100 1.0 0.0005 100 8357 -42 2297.114171498074 2329.2659053439875 100 GTEX 1 50 100 1.0 0.0005 100 8357 -43 2295.5164109589973 2326.817161879159 100 GTEX 1 50 100 1.0 0.0005 100 8357 -44 2294.1574934486653 2321.6466004114186 100 GTEX 1 50 100 1.0 0.0005 100 8357 -45 2293.2255044713297 2323.2482260352303 100 GTEX 1 50 100 1.0 0.0005 100 8357 -46 2292.3731564249497 2321.257831065827 100 GTEX 1 50 100 1.0 0.0005 100 8357 -47 2291.2554745060143 2318.64528780745 100 GTEX 1 50 100 1.0 0.0005 100 8357 -48 2291.0411214613923 2321.3215211353377 100 GTEX 1 50 100 1.0 0.0005 100 8357 -49 2289.159470324961 2320.4446042137 100 GTEX 1 50 100 1.0 0.0005 100 8357 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 0ba055216..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4094.1121837905685 4128.8482020853135 150 GTEX 1 100 100 0.5 0.0005 100 8941 -1 2877.0743295120137 3179.1311954164685 150 GTEX 1 100 100 0.5 0.0005 100 8941 -2 2640.17018922536 2887.611077950481 150 GTEX 1 100 100 0.5 0.0005 100 8941 -3 2554.718145644286 2891.85518005139 150 GTEX 1 100 100 0.5 0.0005 100 8941 -4 2509.7360928556513 2503.5359592220175 150 GTEX 1 100 100 0.5 0.0005 100 8941 -5 2480.7006230937072 2479.5926782876368 150 GTEX 1 100 100 0.5 0.0005 100 8941 -6 2458.367887815075 2449.71696211086 150 GTEX 1 100 100 0.5 0.0005 100 8941 -7 2441.694161193983 2428.8171507396623 150 GTEX 1 100 100 0.5 0.0005 100 8941 -8 2427.858580685498 2420.4269954550855 150 GTEX 1 100 100 0.5 0.0005 100 8941 -9 2417.1563444378335 2427.541959697303 150 GTEX 1 100 100 0.5 0.0005 100 8941 -10 2407.4460430393074 2399.697504660023 150 GTEX 1 100 100 0.5 0.0005 100 8941 -11 2399.023877169749 2399.0174760129516 150 GTEX 1 100 100 0.5 0.0005 100 8941 -12 2390.863433480074 2396.5651423813274 150 GTEX 1 100 100 0.5 0.0005 100 8941 -13 2385.3306467635107 2384.442138671875 150 GTEX 1 100 100 0.5 0.0005 100 8941 -14 2379.1635649864334 2379.3640939690767 150 GTEX 1 100 100 0.5 0.0005 100 8941 -15 2373.5691093073306 2371.8981084207167 150 GTEX 1 100 100 0.5 0.0005 100 8941 -16 2369.4589763805357 2367.3522638241147 150 GTEX 1 100 100 0.5 0.0005 100 8941 -17 2364.429682935419 2372.760930630644 150 GTEX 1 100 100 0.5 0.0005 100 8941 -18 2361.7219687776455 2357.63417430341 150 GTEX 1 100 100 0.5 0.0005 100 8941 -19 2358.1264072320296 2356.9061177184826 150 GTEX 1 100 100 0.5 0.0005 100 8941 -20 2355.4613271656644 2353.5647747779526 150 GTEX 1 100 100 0.5 0.0005 100 8941 -21 2352.729337816973 2360.305868286597 150 GTEX 1 100 100 0.5 0.0005 100 8941 -22 2349.0030350854863 2351.461071173954 150 GTEX 1 100 100 0.5 0.0005 100 8941 -23 2346.354885283047 2350.130766545865 150 GTEX 1 100 100 0.5 0.0005 100 8941 -24 2344.5241247402573 2343.001222559708 150 GTEX 1 100 100 0.5 0.0005 100 8941 -25 2340.972102130468 2347.087380064758 150 GTEX 1 100 100 0.5 0.0005 100 8941 -26 2340.8167899069217 2340.086355695253 150 GTEX 1 100 100 0.5 0.0005 100 8941 -27 2337.521783986892 2334.702807988504 150 GTEX 1 100 100 0.5 0.0005 100 8941 -28 2335.3692853248044 2339.518621524477 150 GTEX 1 100 100 0.5 0.0005 100 8941 -29 2334.579048618515 2334.1922147917658 150 GTEX 1 100 100 0.5 0.0005 100 8941 -30 2332.9705573420747 2348.635172680757 150 GTEX 1 100 100 0.5 0.0005 100 8941 -31 2330.196114576869 2330.569600036389 150 GTEX 1 100 100 0.5 0.0005 100 8941 -32 2329.8764529809964 2326.8783998670688 150 GTEX 1 100 100 0.5 0.0005 100 8941 -33 2327.5769407619478 2335.1690432472374 150 GTEX 1 100 100 0.5 0.0005 100 8941 -34 2326.520912564492 2326.7583699389556 150 GTEX 1 100 100 0.5 0.0005 100 8941 -35 2324.866467430862 2324.6091559232414 150 GTEX 1 100 100 0.5 0.0005 100 8941 -36 2323.620967489041 2325.1638387817848 150 GTEX 1 100 100 0.5 0.0005 100 8941 -37 2322.62121302225 2333.597088135694 150 GTEX 1 100 100 0.5 0.0005 100 8941 -38 2321.3234967725057 2321.904453756238 150 GTEX 1 100 100 0.5 0.0005 100 8941 -39 2319.0530819021005 2316.703900123277 150 GTEX 1 100 100 0.5 0.0005 100 8941 -40 2318.6879762379763 2318.1194938398585 150 GTEX 1 100 100 0.5 0.0005 100 8941 -41 2318.1091193576617 2317.0551720680846 150 GTEX 1 100 100 0.5 0.0005 100 8941 -42 2316.3300609240073 2319.1806868056383 150 GTEX 1 100 100 0.5 0.0005 100 8941 -43 2314.684825903261 2315.7419424310838 150 GTEX 1 100 100 0.5 0.0005 100 8941 -44 2313.4794534272423 2316.3605353641874 150 GTEX 1 100 100 0.5 0.0005 100 8941 -45 2312.0300117606307 2316.69399571872 150 GTEX 1 100 100 0.5 0.0005 100 8941 -46 2311.44851889912 2310.0115177749226 150 GTEX 1 100 100 0.5 0.0005 100 8941 -47 2310.2383024740134 2310.111831723057 150 GTEX 1 100 100 0.5 0.0005 100 8941 -48 2309.3541258089367 2313.2539178536417 150 GTEX 1 100 100 0.5 0.0005 100 8941 -49 2307.519134389318 2306.615849368019 150 GTEX 1 100 100 0.5 0.0005 100 8941 -50 2307.564016188842 2306.2329714234793 150 GTEX 1 100 100 0.5 0.0005 100 8941 -51 2306.6367657883966 2306.509149703689 150 GTEX 1 100 100 0.5 0.0005 100 8941 -52 2306.2961080729856 2307.9737994407974 150 GTEX 1 100 100 0.5 0.0005 100 8941 -53 2304.819572573644 2305.011912298746 150 GTEX 1 100 100 0.5 0.0005 100 8941 -54 2304.140586755514 2303.8305459838402 150 GTEX 1 100 100 0.5 0.0005 100 8941 -55 2303.2929610907872 2300.8108392867753 150 GTEX 1 100 100 0.5 0.0005 100 8941 -56 2302.558270154715 2300.2088947948846 150 GTEX 1 100 100 0.5 0.0005 100 8941 -57 2301.5674536537695 2300.489253635189 150 GTEX 1 100 100 0.5 0.0005 100 8941 -58 2300.300696225004 2299.8876962407912 150 GTEX 1 100 100 0.5 0.0005 100 8941 -59 2299.5006562423664 2306.587462218542 150 GTEX 1 100 100 0.5 0.0005 100 8941 -60 2299.012954513664 2299.7330048419676 150 GTEX 1 100 100 0.5 0.0005 100 8941 -61 2298.683092677607 2298.523751726622 150 GTEX 1 100 100 0.5 0.0005 100 8941 -62 2297.4592210369324 2296.054241920152 150 GTEX 1 100 100 0.5 0.0005 100 8941 -63 2296.760658735608 2296.6437185309233 150 GTEX 1 100 100 0.5 0.0005 100 8941 -64 2296.4175534504725 2298.9842882047587 150 GTEX 1 100 100 0.5 0.0005 100 8941 -65 2295.2484963444153 2298.273910000297 150 GTEX 1 100 100 0.5 0.0005 100 8941 -66 2295.04915419599 2294.659085465928 150 GTEX 1 100 100 0.5 0.0005 100 8941 -67 2293.5518516056186 2294.9844655084066 150 GTEX 1 100 100 0.5 0.0005 100 8941 -68 2293.5796567393645 2296.737338105989 150 GTEX 1 100 100 0.5 0.0005 100 8941 -69 2293.1166565128374 2292.485479202561 150 GTEX 1 100 100 0.5 0.0005 100 8941 -70 2292.544721110791 2291.9417724609375 150 GTEX 1 100 100 0.5 0.0005 100 8941 -71 2292.2029830079982 2290.7691144471837 150 GTEX 1 100 100 0.5 0.0005 100 8941 -72 2290.8534741053627 2289.5145802080856 150 GTEX 1 100 100 0.5 0.0005 100 8941 -73 2290.63636699357 2288.6899822510695 150 GTEX 1 100 100 0.5 0.0005 100 8941 -74 2289.735436045936 2288.4847040792833 150 GTEX 1 100 100 0.5 0.0005 100 8941 -75 2289.0310369346316 2289.9256387572777 150 GTEX 1 100 100 0.5 0.0005 100 8941 -76 2289.226561623188 2287.9260518469287 150 GTEX 1 100 100 0.5 0.0005 100 8941 -77 2287.651490972754 2286.9267554917715 150 GTEX 1 100 100 0.5 0.0005 100 8941 -78 2287.820253289387 2299.7118165919082 150 GTEX 1 100 100 0.5 0.0005 100 8941 -79 2286.7000054052896 2286.774809514615 150 GTEX 1 100 100 0.5 0.0005 100 8941 -80 2286.739003691689 2289.5457220621433 150 GTEX 1 100 100 0.5 0.0005 100 8941 -81 2285.870445037903 2285.453726068649 150 GTEX 1 100 100 0.5 0.0005 100 8941 -82 2285.449465237387 2295.6680625074264 150 GTEX 1 100 100 0.5 0.0005 100 8941 -83 2285.7817910962917 2284.896189642496 150 GTEX 1 100 100 0.5 0.0005 100 8941 -84 2285.2194214576375 2284.423712552727 150 GTEX 1 100 100 0.5 0.0005 100 8941 -85 2284.5996545824064 2282.1194051880348 150 GTEX 1 100 100 0.5 0.0005 100 8941 -86 2283.741633638354 2283.4105215326463 150 GTEX 1 100 100 0.5 0.0005 100 8941 -87 2282.850781208738 2284.1071712363355 150 GTEX 1 100 100 0.5 0.0005 100 8941 -88 2282.684841763247 2282.7932681239604 150 GTEX 1 100 100 0.5 0.0005 100 8941 -89 2282.539460521169 2282.7196643669795 150 GTEX 1 100 100 0.5 0.0005 100 8941 -90 2282.153507202445 2282.5986908307095 150 GTEX 1 100 100 0.5 0.0005 100 8941 -91 2281.7290960746873 2284.0146916030476 150 GTEX 1 100 100 0.5 0.0005 100 8941 -92 2281.30549231046 2280.743221152418 150 GTEX 1 100 100 0.5 0.0005 100 8941 -93 2280.659867598261 2279.0513874242515 150 GTEX 1 100 100 0.5 0.0005 100 8941 -94 2280.342177798331 2279.592306506951 150 GTEX 1 100 100 0.5 0.0005 100 8941 -95 2280.01307386328 2279.577996431648 150 GTEX 1 100 100 0.5 0.0005 100 8941 -96 2279.389849975367 2277.9490205597967 150 GTEX 1 100 100 0.5 0.0005 100 8941 -97 2279.357164762712 2280.0136969388664 150 GTEX 1 100 100 0.5 0.0005 100 8941 -98 2278.804269389516 2279.3107297483957 150 GTEX 1 100 100 0.5 0.0005 100 8941 -99 2278.6403090123504 2278.2115538854564 150 GTEX 1 100 100 0.5 0.0005 100 8941 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index 53e8bac36..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4079.3274520724126 3919.2307630183577 150 GTEX 1 100 100 0.0 0.0005 100 8455 -1 2871.5771479475166 3052.446462188837 150 GTEX 1 100 100 0.0 0.0005 100 8455 -2 2632.937750819871 2669.8057030507366 150 GTEX 1 100 100 0.0 0.0005 100 8455 -3 2563.836264989363 2745.8793847841907 150 GTEX 1 100 100 0.0 0.0005 100 8455 -4 2514.9201744484953 2483.5203838856046 150 GTEX 1 100 100 0.0 0.0005 100 8455 -5 2485.099350173836 2460.6089883666527 150 GTEX 1 100 100 0.0 0.0005 100 8455 -6 2465.462559989429 2438.1022582543665 150 GTEX 1 100 100 0.0 0.0005 100 8455 -7 2446.1487144179287 2420.0194365642824 150 GTEX 1 100 100 0.0 0.0005 100 8455 -8 2432.669752547088 2468.888350686193 150 GTEX 1 100 100 0.0 0.0005 100 8455 -9 2420.5193504977406 2405.6454725374288 150 GTEX 1 100 100 0.0 0.0005 100 8455 -10 2409.829088075065 2368.0508448379574 150 GTEX 1 100 100 0.0 0.0005 100 8455 -11 2403.7159402552534 2355.559238912488 150 GTEX 1 100 100 0.0 0.0005 100 8455 -12 2394.079135732388 2366.8377718037073 150 GTEX 1 100 100 0.0 0.0005 100 8455 -13 2390.4567618107635 2394.7440751804597 150 GTEX 1 100 100 0.0 0.0005 100 8455 -14 2385.116215450504 2343.988437202947 150 GTEX 1 100 100 0.0 0.0005 100 8455 -15 2375.883321644223 2339.6007841277033 150 GTEX 1 100 100 0.0 0.0005 100 8455 -16 2373.2284420759283 2329.224762078927 150 GTEX 1 100 100 0.0 0.0005 100 8455 -17 2369.773080379542 2325.7295724847017 150 GTEX 1 100 100 0.0 0.0005 100 8455 -18 2365.5527279278513 2322.1644509899297 150 GTEX 1 100 100 0.0 0.0005 100 8455 -19 2361.4013613077004 2334.710827033329 150 GTEX 1 100 100 0.0 0.0005 100 8455 -20 2358.010905816133 2318.071121970057 150 GTEX 1 100 100 0.0 0.0005 100 8455 -21 2355.806725082647 2314.9730447399297 150 GTEX 1 100 100 0.0 0.0005 100 8455 -22 2352.111987642518 2314.325579160973 150 GTEX 1 100 100 0.0 0.0005 100 8455 -23 2350.866864807316 2311.975664378119 150 GTEX 1 100 100 0.0 0.0005 100 8455 -24 2348.0380181392848 2311.4003191465663 150 GTEX 1 100 100 0.0 0.0005 100 8455 -25 2345.294322290176 2307.9611138753567 150 GTEX 1 100 100 0.0 0.0005 100 8455 -26 2344.0302772284235 2307.023568853226 150 GTEX 1 100 100 0.0 0.0005 100 8455 -27 2340.3794689055567 2300.7043698387 150 GTEX 1 100 100 0.0 0.0005 100 8455 -28 2339.434596023729 2304.1498433972492 150 GTEX 1 100 100 0.0 0.0005 100 8455 -29 2338.0636928772315 2313.883922736454 150 GTEX 1 100 100 0.0 0.0005 100 8455 -30 2336.212353732249 2296.1267916023053 150 GTEX 1 100 100 0.0 0.0005 100 8455 -31 2333.5749665418775 2296.648067575897 150 GTEX 1 100 100 0.0 0.0005 100 8455 -32 2332.9073037993408 2298.349208353137 150 GTEX 1 100 100 0.0 0.0005 100 8455 -33 2331.6062395710924 2293.3616015068023 150 GTEX 1 100 100 0.0 0.0005 100 8455 -34 2329.2587239978757 2292.1040772412666 150 GTEX 1 100 100 0.0 0.0005 100 8455 -35 2329.0978314835 2290.5459810554303 150 GTEX 1 100 100 0.0 0.0005 100 8455 -36 2327.4896237010803 2290.0535159963165 150 GTEX 1 100 100 0.0 0.0005 100 8455 -37 2326.480718357807 2294.9514155514794 150 GTEX 1 100 100 0.0 0.0005 100 8455 -38 2324.9748910638186 2288.5943074389556 150 GTEX 1 100 100 0.0 0.0005 100 8455 -39 2322.6611577758595 2286.6251777677935 150 GTEX 1 100 100 0.0 0.0005 100 8455 -40 2321.8435234471967 2286.111476651616 150 GTEX 1 100 100 0.0 0.0005 100 8455 -41 2320.575731354227 2282.9734067735562 150 GTEX 1 100 100 0.0 0.0005 100 8455 -42 2319.8590891850063 2283.5535647316124 150 GTEX 1 100 100 0.0 0.0005 100 8455 -43 2318.403615153502 2287.099692457076 150 GTEX 1 100 100 0.0 0.0005 100 8455 -44 2317.1139060044925 2281.0240506364366 150 GTEX 1 100 100 0.0 0.0005 100 8455 -45 2315.858691989072 2278.156441228018 150 GTEX 1 100 100 0.0 0.0005 100 8455 -46 2314.5353524496277 2277.249029471394 150 GTEX 1 100 100 0.0 0.0005 100 8455 -47 2313.577565593806 2276.7664897033924 150 GTEX 1 100 100 0.0 0.0005 100 8455 -48 2313.6884898952035 2278.139515691837 150 GTEX 1 100 100 0.0 0.0005 100 8455 -49 2312.0838868425353 2275.8902402232357 150 GTEX 1 100 100 0.0 0.0005 100 8455 -50 2311.111342824499 2271.903148114455 150 GTEX 1 100 100 0.0 0.0005 100 8455 -51 2310.139547243055 2276.740284966879 150 GTEX 1 100 100 0.0 0.0005 100 8455 -52 2309.4667007866965 2275.527398055044 150 GTEX 1 100 100 0.0 0.0005 100 8455 -53 2308.482133068529 2274.3686658039746 150 GTEX 1 100 100 0.0 0.0005 100 8455 -54 2308.164014481637 2273.531956893863 150 GTEX 1 100 100 0.0 0.0005 100 8455 -55 2306.805254204366 2269.8740415391812 150 GTEX 1 100 100 0.0 0.0005 100 8455 -56 2305.3583124583256 2270.758923664746 150 GTEX 1 100 100 0.0 0.0005 100 8455 -57 2305.383625459656 2268.1886979599867 150 GTEX 1 100 100 0.0 0.0005 100 8455 -58 2304.395055274242 2267.6427586776676 150 GTEX 1 100 100 0.0 0.0005 100 8455 -59 2303.0996328168326 2266.5938261198908 150 GTEX 1 100 100 0.0 0.0005 100 8455 -60 2301.897337796961 2266.9790415020498 150 GTEX 1 100 100 0.0 0.0005 100 8455 -61 2302.0228918649154 2265.492297502525 150 GTEX 1 100 100 0.0 0.0005 100 8455 -62 2301.5572730902823 2269.253046188064 150 GTEX 1 100 100 0.0 0.0005 100 8455 -63 2300.848030313565 2262.32692843245 150 GTEX 1 100 100 0.0 0.0005 100 8455 -64 2299.845372334697 2265.2024204268655 150 GTEX 1 100 100 0.0 0.0005 100 8455 -65 2299.2290390045273 2264.1995325124763 150 GTEX 1 100 100 0.0 0.0005 100 8455 -66 2299.0281703518226 2263.0722452025902 150 GTEX 1 100 100 0.0 0.0005 100 8455 -67 2298.322252008622 2261.778706017556 150 GTEX 1 100 100 0.0 0.0005 100 8455 -68 2297.307437750459 2260.6385122088877 150 GTEX 1 100 100 0.0 0.0005 100 8455 -69 2296.709351424067 2268.5737114387775 150 GTEX 1 100 100 0.0 0.0005 100 8455 -70 2296.154036590715 2261.0211552957167 150 GTEX 1 100 100 0.0 0.0005 100 8455 -71 2295.1768532303 2260.860206749049 150 GTEX 1 100 100 0.0 0.0005 100 8455 -72 2294.7886813187833 2263.6730706392586 150 GTEX 1 100 100 0.0 0.0005 100 8455 -73 2294.041459188827 2256.6846942393954 150 GTEX 1 100 100 0.0 0.0005 100 8455 -74 2293.361347079617 2259.212703574293 150 GTEX 1 100 100 0.0 0.0005 100 8455 -75 2293.5633767090617 2256.9123502666052 150 GTEX 1 100 100 0.0 0.0005 100 8455 -76 2292.073887650234 2256.689097589413 150 GTEX 1 100 100 0.0 0.0005 100 8455 -77 2291.867202431596 2255.8716456192074 150 GTEX 1 100 100 0.0 0.0005 100 8455 -78 2291.732628622163 2254.8511549800974 150 GTEX 1 100 100 0.0 0.0005 100 8455 -79 2290.700235026936 2257.40084455947 150 GTEX 1 100 100 0.0 0.0005 100 8455 -80 2290.580814234644 2255.2696755993047 150 GTEX 1 100 100 0.0 0.0005 100 8455 -81 2290.647431151673 2254.13319774091 150 GTEX 1 100 100 0.0 0.0005 100 8455 -82 2289.3075052649997 2252.243258284072 150 GTEX 1 100 100 0.0 0.0005 100 8455 -83 2288.990318574761 2254.8815351711028 150 GTEX 1 100 100 0.0 0.0005 100 8455 -84 2288.5218716681134 2253.3480233892287 150 GTEX 1 100 100 0.0 0.0005 100 8455 -85 2288.167605259759 2254.7337971386346 150 GTEX 1 100 100 0.0 0.0005 100 8455 -86 2287.658173932311 2251.5450513716432 150 GTEX 1 100 100 0.0 0.0005 100 8455 -87 2286.802054922898 2251.454098777626 150 GTEX 1 100 100 0.0 0.0005 100 8455 -88 2286.3420295397004 2253.4564909844344 150 GTEX 1 100 100 0.0 0.0005 100 8455 -89 2286.340562246034 2252.0022111899953 150 GTEX 1 100 100 0.0 0.0005 100 8455 -90 2285.9699500722495 2249.3873109998813 150 GTEX 1 100 100 0.0 0.0005 100 8455 -91 2285.3268081569945 2249.634361354117 150 GTEX 1 100 100 0.0 0.0005 100 8455 -92 2285.122292120202 2248.220368940114 150 GTEX 1 100 100 0.0 0.0005 100 8455 -93 2284.99579666539 2248.1984515171994 150 GTEX 1 100 100 0.0 0.0005 100 8455 -94 2284.250245223746 2249.4172117284043 150 GTEX 1 100 100 0.0 0.0005 100 8455 -95 2283.23443207016 2250.8781877524953 150 GTEX 1 100 100 0.0 0.0005 100 8455 -96 2283.293285330787 2254.163317082046 150 GTEX 1 100 100 0.0 0.0005 100 8455 -97 2282.803140545365 2247.072748800648 150 GTEX 1 100 100 0.0 0.0005 100 8455 -98 2282.6646759332993 2245.2611265001187 150 GTEX 1 100 100 0.0 0.0005 100 8455 -99 2282.1382347067447 2245.0201615598266 150 GTEX 1 100 100 0.0 0.0005 100 8455 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index 5bd1440e9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4074.724078903609 4299.710242209779 150 GTEX 1 100 100 1.0 0.0005 100 8149 -1 2871.979333484489 3507.34544877317 150 GTEX 1 100 100 1.0 0.0005 100 8149 -2 2641.293633296294 2688.8725367789034 150 GTEX 1 100 100 1.0 0.0005 100 8149 -3 2557.8005985893847 2588.3213373336503 150 GTEX 1 100 100 1.0 0.0005 100 8149 -4 2510.4297086982247 2536.729669491148 150 GTEX 1 100 100 1.0 0.0005 100 8149 -5 2484.2494584395135 2480.152188725345 150 GTEX 1 100 100 1.0 0.0005 100 8149 -6 2464.806217331008 2458.779607852602 150 GTEX 1 100 100 1.0 0.0005 100 8149 -7 2442.3306920998602 2452.0010016263664 150 GTEX 1 100 100 1.0 0.0005 100 8149 -8 2430.5727419145537 2447.1119069146566 150 GTEX 1 100 100 1.0 0.0005 100 8149 -9 2416.619699695942 2392.5122190990373 150 GTEX 1 100 100 1.0 0.0005 100 8149 -10 2408.573493781029 2385.7831952345236 150 GTEX 1 100 100 1.0 0.0005 100 8149 -11 2399.3722930485915 2375.8967108780894 150 GTEX 1 100 100 1.0 0.0005 100 8149 -12 2393.7853243400596 2376.5092313933283 150 GTEX 1 100 100 1.0 0.0005 100 8149 -13 2385.3218880026093 2365.923286931143 150 GTEX 1 100 100 1.0 0.0005 100 8149 -14 2379.4880742191626 2362.600913160201 150 GTEX 1 100 100 1.0 0.0005 100 8149 -15 2376.6743243491374 2357.4452229198846 150 GTEX 1 100 100 1.0 0.0005 100 8149 -16 2369.780433094689 2357.1599339242216 150 GTEX 1 100 100 1.0 0.0005 100 8149 -17 2366.742056261842 2370.5138385032974 150 GTEX 1 100 100 1.0 0.0005 100 8149 -18 2362.222045008731 2362.0843659027446 150 GTEX 1 100 100 1.0 0.0005 100 8149 -19 2359.600665340583 2340.895649376931 150 GTEX 1 100 100 1.0 0.0005 100 8149 -20 2356.577869073987 2333.8056208969524 150 GTEX 1 100 100 1.0 0.0005 100 8149 -21 2353.723112089198 2351.256476224602 150 GTEX 1 100 100 1.0 0.0005 100 8149 -22 2350.6772801089064 2335.1503312143536 150 GTEX 1 100 100 1.0 0.0005 100 8149 -23 2347.711655660782 2329.935486071917 150 GTEX 1 100 100 1.0 0.0005 100 8149 -24 2346.362835597297 2329.9362551613 150 GTEX 1 100 100 1.0 0.0005 100 8149 -25 2343.9078428067564 2327.3746518907437 150 GTEX 1 100 100 1.0 0.0005 100 8149 -26 2340.3436421263086 2322.919292493465 150 GTEX 1 100 100 1.0 0.0005 100 8149 -27 2339.0295324796 2321.1917093371258 150 GTEX 1 100 100 1.0 0.0005 100 8149 -28 2337.194710284739 2321.7109885560244 150 GTEX 1 100 100 1.0 0.0005 100 8149 -29 2335.443593715959 2333.5384451862524 150 GTEX 1 100 100 1.0 0.0005 100 8149 -30 2334.160994972462 2335.225774380644 150 GTEX 1 100 100 1.0 0.0005 100 8149 -31 2332.51647163956 2322.7360835202294 150 GTEX 1 100 100 1.0 0.0005 100 8149 -32 2330.5512982597443 2343.9239269880286 150 GTEX 1 100 100 1.0 0.0005 100 8149 -33 2329.688636658095 2310.1493588291646 150 GTEX 1 100 100 1.0 0.0005 100 8149 -34 2327.815965806593 2314.8258971007604 150 GTEX 1 100 100 1.0 0.0005 100 8149 -35 2325.7687433052806 2309.4051685405775 150 GTEX 1 100 100 1.0 0.0005 100 8149 -36 2325.469876935795 2315.0518552830918 150 GTEX 1 100 100 1.0 0.0005 100 8149 -37 2322.841922259147 2312.216244541647 150 GTEX 1 100 100 1.0 0.0005 100 8149 -38 2322.093470941618 2303.368682513219 150 GTEX 1 100 100 1.0 0.0005 100 8149 -39 2321.7377733952067 2316.424108004842 150 GTEX 1 100 100 1.0 0.0005 100 8149 -40 2320.515549671515 2299.158057383258 150 GTEX 1 100 100 1.0 0.0005 100 8149 -41 2318.516461943049 2300.6593319272815 150 GTEX 1 100 100 1.0 0.0005 100 8149 -42 2317.0727124124014 2301.5751623581573 150 GTEX 1 100 100 1.0 0.0005 100 8149 -43 2316.0653182549827 2302.0029361855395 150 GTEX 1 100 100 1.0 0.0005 100 8149 -44 2314.981117178422 2297.903881464621 150 GTEX 1 100 100 1.0 0.0005 100 8149 -45 2314.3058874433063 2298.84588878327 150 GTEX 1 100 100 1.0 0.0005 100 8149 -46 2313.200636658508 2298.3915449367278 150 GTEX 1 100 100 1.0 0.0005 100 8149 -47 2311.95065496841 2295.1259162235624 150 GTEX 1 100 100 1.0 0.0005 100 8149 -48 2311.1944268680845 2299.303618572511 150 GTEX 1 100 100 1.0 0.0005 100 8149 -49 2310.395606918069 2296.738103018061 150 GTEX 1 100 100 1.0 0.0005 100 8149 -50 2309.1251515079935 2293.494271978226 150 GTEX 1 100 100 1.0 0.0005 100 8149 -51 2308.388734025513 2301.092961880644 150 GTEX 1 100 100 1.0 0.0005 100 8149 -52 2307.3137455891188 2294.653641501307 150 GTEX 1 100 100 1.0 0.0005 100 8149 -53 2305.8657389030645 2292.86292710685 150 GTEX 1 100 100 1.0 0.0005 100 8149 -54 2305.2553846327623 2287.611430701194 150 GTEX 1 100 100 1.0 0.0005 100 8149 -55 2304.3671985890956 2290.7932398110743 150 GTEX 1 100 100 1.0 0.0005 100 8149 -56 2304.0892139667317 2296.4166101956093 150 GTEX 1 100 100 1.0 0.0005 100 8149 -57 2303.2516321601515 2292.04499056856 150 GTEX 1 100 100 1.0 0.0005 100 8149 -58 2302.195265925798 2289.727926159993 150 GTEX 1 100 100 1.0 0.0005 100 8149 -59 2301.0581290395253 2283.8059898927636 150 GTEX 1 100 100 1.0 0.0005 100 8149 -60 2300.221856726202 2282.7414411537547 150 GTEX 1 100 100 1.0 0.0005 100 8149 -61 2299.3414048625737 2285.6527252777446 150 GTEX 1 100 100 1.0 0.0005 100 8149 -62 2298.636650100761 2282.7185884773053 150 GTEX 1 100 100 1.0 0.0005 100 8149 -63 2297.6418585716337 2281.646578596572 150 GTEX 1 100 100 1.0 0.0005 100 8149 -64 2297.4246869109884 2281.75356928024 150 GTEX 1 100 100 1.0 0.0005 100 8149 -65 2296.854711338977 2281.95058055341 150 GTEX 1 100 100 1.0 0.0005 100 8149 -66 2296.3664171946793 2280.7259967064224 150 GTEX 1 100 100 1.0 0.0005 100 8149 -67 2295.4436149399726 2281.4484013894667 150 GTEX 1 100 100 1.0 0.0005 100 8149 -68 2295.4035081824118 2282.8975797587927 150 GTEX 1 100 100 1.0 0.0005 100 8149 -69 2293.7069449097853 2277.4800305964827 150 GTEX 1 100 100 1.0 0.0005 100 8149 -70 2293.4933213471386 2278.033588830056 150 GTEX 1 100 100 1.0 0.0005 100 8149 -71 2292.5698513483517 2277.2254457655063 150 GTEX 1 100 100 1.0 0.0005 100 8149 -72 2292.3129900864515 2276.318442457076 150 GTEX 1 100 100 1.0 0.0005 100 8149 -73 2292.1944864139496 2275.9349940775014 150 GTEX 1 100 100 1.0 0.0005 100 8149 -74 2290.924095991132 2277.2246502198195 150 GTEX 1 100 100 1.0 0.0005 100 8149 -75 2290.919273420789 2274.6189577516043 150 GTEX 1 100 100 1.0 0.0005 100 8149 -76 2290.1617403402115 2274.616886269457 150 GTEX 1 100 100 1.0 0.0005 100 8149 -77 2290.048154681641 2274.512365304925 150 GTEX 1 100 100 1.0 0.0005 100 8149 -78 2289.717313136875 2275.282880543756 150 GTEX 1 100 100 1.0 0.0005 100 8149 -79 2288.629249444617 2275.4274526385752 150 GTEX 1 100 100 1.0 0.0005 100 8149 -80 2288.183930806931 2271.942765732682 150 GTEX 1 100 100 1.0 0.0005 100 8149 -81 2287.0298638888294 2271.935374676955 150 GTEX 1 100 100 1.0 0.0005 100 8149 -82 2287.2807510164835 2273.659861517496 150 GTEX 1 100 100 1.0 0.0005 100 8149 -83 2287.194076968433 2281.570799388813 150 GTEX 1 100 100 1.0 0.0005 100 8149 -84 2286.4403532758943 2270.1697482845175 150 GTEX 1 100 100 1.0 0.0005 100 8149 -85 2286.231677667737 2270.0407863370365 150 GTEX 1 100 100 1.0 0.0005 100 8149 -86 2284.85401656845 2268.478119708739 150 GTEX 1 100 100 1.0 0.0005 100 8149 -87 2284.7110640446335 2268.761214223651 150 GTEX 1 100 100 1.0 0.0005 100 8149 -88 2283.9026846752204 2268.5824299511346 150 GTEX 1 100 100 1.0 0.0005 100 8149 -89 2283.7475888953486 2268.391027878446 150 GTEX 1 100 100 1.0 0.0005 100 8149 -90 2283.232727289326 2267.7583671540815 150 GTEX 1 100 100 1.0 0.0005 100 8149 -91 2283.194360127202 2269.215800354236 150 GTEX 1 100 100 1.0 0.0005 100 8149 -92 2282.7704065149005 2268.6118173345412 150 GTEX 1 100 100 1.0 0.0005 100 8149 -93 2282.9309342496053 2269.6604059603733 150 GTEX 1 100 100 1.0 0.0005 100 8149 -94 2282.3816218663765 2267.2288252101653 150 GTEX 1 100 100 1.0 0.0005 100 8149 -95 2281.5376581305045 2266.773309859939 150 GTEX 1 100 100 1.0 0.0005 100 8149 -96 2280.9882816626177 2266.3669999851472 150 GTEX 1 100 100 1.0 0.0005 100 8149 -97 2280.5978835248843 2264.31108992544 150 GTEX 1 100 100 1.0 0.0005 100 8149 -98 2280.6373766428364 2264.7647148103315 150 GTEX 1 100 100 1.0 0.0005 100 8149 -99 2279.754437159797 2264.775556789152 150 GTEX 1 100 100 1.0 0.0005 100 8149 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 66ef67ceb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4079.5821997268886 4167.143352784132 150 GTEX 1 50 100 0.5 0.0005 100 6353 -1 2868.4314087339576 3183.8429266055728 150 GTEX 1 50 100 0.5 0.0005 100 6353 -2 2640.8080646196163 2762.8137313784755 150 GTEX 1 50 100 0.5 0.0005 100 6353 -3 2562.8246834088973 2621.979974434856 150 GTEX 1 50 100 0.5 0.0005 100 6353 -4 2516.0104561661974 2575.199849988118 150 GTEX 1 50 100 0.5 0.0005 100 6353 -5 2489.546587173496 2460.406641274804 150 GTEX 1 50 100 0.5 0.0005 100 6353 -6 2464.6779376922796 2443.9422082937263 150 GTEX 1 50 100 0.5 0.0005 100 6353 -7 2446.0391594651155 2439.486088161686 150 GTEX 1 50 100 0.5 0.0005 100 6353 -8 2431.4473903386433 2490.1666788891694 150 GTEX 1 50 100 0.5 0.0005 100 6353 -9 2420.072785007295 2421.4852564126368 150 GTEX 1 50 100 0.5 0.0005 100 6353 -10 2410.413682427693 2393.9896300573314 150 GTEX 1 50 100 0.5 0.0005 100 6353 -11 2400.188044139346 2437.508444666409 150 GTEX 1 50 100 0.5 0.0005 100 6353 -12 2396.4230861097676 2374.6854786455856 150 GTEX 1 50 100 0.5 0.0005 100 6353 -13 2389.3518282772557 2381.0582632782794 150 GTEX 1 50 100 0.5 0.0005 100 6353 -14 2383.629663686812 2362.887166650576 150 GTEX 1 50 100 0.5 0.0005 100 6353 -15 2377.4445644760253 2353.435098510278 150 GTEX 1 50 100 0.5 0.0005 100 6353 -16 2372.2960007408547 2352.334701480068 150 GTEX 1 50 100 0.5 0.0005 100 6353 -17 2367.143288729724 2345.7681601636764 150 GTEX 1 50 100 0.5 0.0005 100 6353 -18 2362.9428619130103 2346.7203786871733 150 GTEX 1 50 100 0.5 0.0005 100 6353 -19 2360.6862479637325 2352.249795311757 150 GTEX 1 50 100 0.5 0.0005 100 6353 -20 2357.5393002450537 2345.7931089219937 150 GTEX 1 50 100 0.5 0.0005 100 6353 -21 2354.455742078156 2342.78394250906 150 GTEX 1 50 100 0.5 0.0005 100 6353 -22 2351.732088944244 2330.9510799741565 150 GTEX 1 50 100 0.5 0.0005 100 6353 -23 2349.1135983723475 2337.906581400012 150 GTEX 1 50 100 0.5 0.0005 100 6353 -24 2346.1273873533555 2332.1884900227246 150 GTEX 1 50 100 0.5 0.0005 100 6353 -25 2343.249805141379 2340.1964914300142 150 GTEX 1 50 100 0.5 0.0005 100 6353 -26 2341.8341355477414 2323.925088744653 150 GTEX 1 50 100 0.5 0.0005 100 6353 -27 2339.847435886459 2322.825734185629 150 GTEX 1 50 100 0.5 0.0005 100 6353 -28 2337.316744518995 2328.3297091291884 150 GTEX 1 50 100 0.5 0.0005 100 6353 -29 2337.129772127852 2321.559691918667 150 GTEX 1 50 100 0.5 0.0005 100 6353 -30 2334.685987395773 2321.494691565916 150 GTEX 1 50 100 0.5 0.0005 100 6353 -31 2332.231664025571 2316.639845699412 150 GTEX 1 50 100 0.5 0.0005 100 6353 -32 2330.689643496405 2314.9590136161773 150 GTEX 1 50 100 0.5 0.0005 100 6353 -33 2329.231252516967 2312.2918130272697 150 GTEX 1 50 100 0.5 0.0005 100 6353 -34 2328.0932043649154 2308.831919855038 150 GTEX 1 50 100 0.5 0.0005 100 6353 -35 2326.378503457941 2312.705080909874 150 GTEX 1 50 100 0.5 0.0005 100 6353 -36 2326.399546822185 2313.1939748321647 150 GTEX 1 50 100 0.5 0.0005 100 6353 -37 2323.5591448006894 2307.3769169216375 150 GTEX 1 50 100 0.5 0.0005 100 6353 -38 2323.273248779065 2309.212348502852 150 GTEX 1 50 100 0.5 0.0005 100 6353 -39 2320.601923875576 2302.6225562730215 150 GTEX 1 50 100 0.5 0.0005 100 6353 -40 2320.6841197341755 2302.59737080041 150 GTEX 1 50 100 0.5 0.0005 100 6353 -41 2318.333714987341 2300.8479198847435 150 GTEX 1 50 100 0.5 0.0005 100 6353 -42 2317.217003544797 2300.474452493762 150 GTEX 1 50 100 0.5 0.0005 100 6353 -43 2316.821205275356 2298.053246791825 150 GTEX 1 50 100 0.5 0.0005 100 6353 -44 2315.837274251801 2299.5087468252436 150 GTEX 1 50 100 0.5 0.0005 100 6353 -45 2314.5735474213056 2297.091952827947 150 GTEX 1 50 100 0.5 0.0005 100 6353 -46 2312.42470413777 2297.933501385011 150 GTEX 1 50 100 0.5 0.0005 100 6353 -47 2312.8644888267304 2295.1057890105158 150 GTEX 1 50 100 0.5 0.0005 100 6353 -48 2310.387460455769 2292.0384990271505 150 GTEX 1 50 100 0.5 0.0005 100 6353 -49 2310.63840947605 2298.577866470859 150 GTEX 1 50 100 0.5 0.0005 100 6353 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index 017e909e8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4083.1388451485673 4060.337549477929 150 GTEX 1 50 100 0.0 0.0005 100 264 -1 2862.0372020076315 3320.0589014785824 150 GTEX 1 50 100 0.0 0.0005 100 264 -2 2634.5346560286307 3151.967052155121 150 GTEX 1 50 100 0.0 0.0005 100 264 -3 2552.1849612160167 2646.3865511934114 150 GTEX 1 50 100 0.0 0.0005 100 264 -4 2510.5845752948567 2526.261587396774 150 GTEX 1 50 100 0.0 0.0005 100 264 -5 2479.3936708135416 2465.607538375564 150 GTEX 1 50 100 0.0 0.0005 100 264 -6 2458.2445741054867 2448.6453332937263 150 GTEX 1 50 100 0.0 0.0005 100 264 -7 2438.7761643344147 2434.3362568322245 150 GTEX 1 50 100 0.0 0.0005 100 264 -8 2424.811138774823 2450.2122742395436 150 GTEX 1 50 100 0.0 0.0005 100 264 -9 2414.5409389555084 2429.382908578155 150 GTEX 1 50 100 0.0 0.0005 100 264 -10 2403.2026268675068 2402.0813368880704 150 GTEX 1 50 100 0.0 0.0005 100 264 -11 2395.72544776221 2398.0884383168964 150 GTEX 1 50 100 0.0 0.0005 100 264 -12 2389.1723515990166 2393.598455508852 150 GTEX 1 50 100 0.0 0.0005 100 264 -13 2381.5332069932892 2388.35629725003 150 GTEX 1 50 100 0.0 0.0005 100 264 -14 2375.7623052857953 2384.070548286003 150 GTEX 1 50 100 0.0 0.0005 100 264 -15 2371.5172816077393 2379.2862660223086 150 GTEX 1 50 100 0.0 0.0005 100 264 -16 2366.614585585537 2376.0768926932333 150 GTEX 1 50 100 0.0 0.0005 100 264 -17 2364.130982257653 2370.880101425113 150 GTEX 1 50 100 0.0 0.0005 100 264 -18 2361.0117439196683 2374.9408098228078 150 GTEX 1 50 100 0.0 0.0005 100 264 -19 2356.3841934276634 2361.191957190916 150 GTEX 1 50 100 0.0 0.0005 100 264 -20 2352.8854070905018 2355.07951790117 150 GTEX 1 50 100 0.0 0.0005 100 264 -21 2350.214105138862 2357.784068292538 150 GTEX 1 50 100 0.0 0.0005 100 264 -22 2347.902026137669 2355.1025641263664 150 GTEX 1 50 100 0.0 0.0005 100 264 -23 2345.0700971394467 2358.6187428521566 150 GTEX 1 50 100 0.0 0.0005 100 264 -24 2343.108079174699 2354.5640623143418 150 GTEX 1 50 100 0.0 0.0005 100 264 -25 2340.2122102187204 2347.6665113325807 150 GTEX 1 50 100 0.0 0.0005 100 264 -26 2338.794204797339 2344.953479607296 150 GTEX 1 50 100 0.0 0.0005 100 264 -27 2336.805915062891 2345.288201509773 150 GTEX 1 50 100 0.0 0.0005 100 264 -28 2334.9046325651357 2340.8975983246196 150 GTEX 1 50 100 0.0 0.0005 100 264 -29 2333.3722774722805 2340.6954944451045 150 GTEX 1 50 100 0.0 0.0005 100 264 -30 2331.3919344158903 2343.083018023705 150 GTEX 1 50 100 0.0 0.0005 100 264 -31 2329.462580078744 2333.81413007961 150 GTEX 1 50 100 0.0 0.0005 100 264 -32 2326.981598599906 2332.2995317698433 150 GTEX 1 50 100 0.0 0.0005 100 264 -33 2326.629814240627 2334.8226671110087 150 GTEX 1 50 100 0.0 0.0005 100 264 -34 2325.920620204353 2333.20926982459 150 GTEX 1 50 100 0.0 0.0005 100 264 -35 2323.821494907062 2328.466198127079 150 GTEX 1 50 100 0.0 0.0005 100 264 -36 2321.9883765130685 2331.6820769219344 150 GTEX 1 50 100 0.0 0.0005 100 264 -37 2320.3930077114087 2324.5317823750893 150 GTEX 1 50 100 0.0 0.0005 100 264 -38 2319.734355220148 2326.9832392355333 150 GTEX 1 50 100 0.0 0.0005 100 264 -39 2318.184840215931 2338.3583951884802 150 GTEX 1 50 100 0.0 0.0005 100 264 -40 2316.9649700367477 2323.602729362227 150 GTEX 1 50 100 0.0 0.0005 100 264 -41 2315.0731756271375 2320.8041541966195 150 GTEX 1 50 100 0.0 0.0005 100 264 -42 2314.327649767779 2322.879110474097 150 GTEX 1 50 100 0.0 0.0005 100 264 -43 2313.686752311277 2318.8981116697364 150 GTEX 1 50 100 0.0 0.0005 100 264 -44 2312.6935364394903 2321.836582662488 150 GTEX 1 50 100 0.0 0.0005 100 264 -45 2311.461059763727 2315.713230379634 150 GTEX 1 50 100 0.0 0.0005 100 264 -46 2310.2191482274775 2320.1548097559707 150 GTEX 1 50 100 0.0 0.0005 100 264 -47 2309.410231501119 2320.8762968230158 150 GTEX 1 50 100 0.0 0.0005 100 264 -48 2308.4615059064135 2322.9447323179065 150 GTEX 1 50 100 0.0 0.0005 100 264 -49 2307.4215866319355 2318.797323828868 150 GTEX 1 50 100 0.0 0.0005 100 264 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 769685ac5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4086.8349879897355 4018.4658193842088 150 GTEX 1 50 100 1.0 0.0005 100 115 -1 2880.1739091527643 3134.639041799103 150 GTEX 1 50 100 1.0 0.0005 100 115 -2 2641.230220096371 2637.9029053662666 150 GTEX 1 50 100 1.0 0.0005 100 115 -3 2560.125207056626 2674.85805821872 150 GTEX 1 50 100 1.0 0.0005 100 115 -4 2509.083454058341 2529.999345554598 150 GTEX 1 50 100 1.0 0.0005 100 115 -5 2480.86384880539 2549.51146764719 150 GTEX 1 50 100 1.0 0.0005 100 115 -6 2461.246261375865 2462.8362155232594 150 GTEX 1 50 100 1.0 0.0005 100 115 -7 2441.6657268701065 2447.057170215215 150 GTEX 1 50 100 1.0 0.0005 100 115 -8 2430.0856146525844 2433.820795675648 150 GTEX 1 50 100 1.0 0.0005 100 115 -9 2417.8423030019576 2399.3881719901083 150 GTEX 1 50 100 1.0 0.0005 100 115 -10 2406.1656817658545 2396.30778242336 150 GTEX 1 50 100 1.0 0.0005 100 115 -11 2399.074907150744 2399.607570401616 150 GTEX 1 50 100 1.0 0.0005 100 115 -12 2393.707227862245 2397.3134575325275 150 GTEX 1 50 100 1.0 0.0005 100 115 -13 2383.5710918313284 2384.379782557034 150 GTEX 1 50 100 1.0 0.0005 100 115 -14 2379.06609284121 2381.421354228553 150 GTEX 1 50 100 1.0 0.0005 100 115 -15 2373.3819776200385 2367.495305630644 150 GTEX 1 50 100 1.0 0.0005 100 115 -16 2370.6507031827664 2364.3161245135752 150 GTEX 1 50 100 1.0 0.0005 100 115 -17 2366.190793151952 2360.1937631817373 150 GTEX 1 50 100 1.0 0.0005 100 115 -18 2364.0335191126496 2350.918800499049 150 GTEX 1 50 100 1.0 0.0005 100 115 -19 2357.5753433390328 2356.0296904705324 150 GTEX 1 50 100 1.0 0.0005 100 115 -20 2355.649141038649 2348.9950679880585 150 GTEX 1 50 100 1.0 0.0005 100 115 -21 2352.039264218387 2339.44701127317 150 GTEX 1 50 100 1.0 0.0005 100 115 -22 2349.1621143006214 2341.2426641776083 150 GTEX 1 50 100 1.0 0.0005 100 115 -23 2346.122973274351 2336.7439600723324 150 GTEX 1 50 100 1.0 0.0005 100 115 -24 2344.6904895944053 2337.922121925499 150 GTEX 1 50 100 1.0 0.0005 100 115 -25 2342.422373648265 2335.120618464829 150 GTEX 1 50 100 1.0 0.0005 100 115 -26 2341.1730494383864 2333.7503592487524 150 GTEX 1 50 100 1.0 0.0005 100 115 -27 2338.283195104747 2329.7035199879692 150 GTEX 1 50 100 1.0 0.0005 100 115 -28 2336.4364843935678 2330.0243588291646 150 GTEX 1 50 100 1.0 0.0005 100 115 -29 2335.616047695696 2330.360308861098 150 GTEX 1 50 100 1.0 0.0005 100 115 -30 2333.5244783276776 2329.073486328125 150 GTEX 1 50 100 1.0 0.0005 100 115 -31 2331.6436455665075 2321.199748340215 150 GTEX 1 50 100 1.0 0.0005 100 115 -32 2329.9532486047337 2320.963766003743 150 GTEX 1 50 100 1.0 0.0005 100 115 -33 2327.3868674470364 2322.875286842027 150 GTEX 1 50 100 1.0 0.0005 100 115 -34 2326.3201108589788 2317.9688316896386 150 GTEX 1 50 100 1.0 0.0005 100 115 -35 2326.2303444231857 2317.1987170085254 150 GTEX 1 50 100 1.0 0.0005 100 115 -36 2323.7268402431637 2315.7128790213583 150 GTEX 1 50 100 1.0 0.0005 100 115 -37 2322.440973001611 2319.2771562351472 150 GTEX 1 50 100 1.0 0.0005 100 115 -38 2322.4697360269142 2312.051290881951 150 GTEX 1 50 100 1.0 0.0005 100 115 -39 2319.831841935927 2309.3031845963046 150 GTEX 1 50 100 1.0 0.0005 100 115 -40 2318.30931268444 2308.1175546392287 150 GTEX 1 50 100 1.0 0.0005 100 115 -41 2316.9831634776147 2310.4986646528932 150 GTEX 1 50 100 1.0 0.0005 100 115 -42 2315.663510237247 2306.2871595027327 150 GTEX 1 50 100 1.0 0.0005 100 115 -43 2315.234773150112 2306.93586992039 150 GTEX 1 50 100 1.0 0.0005 100 115 -44 2314.0054398977204 2314.2112461568736 150 GTEX 1 50 100 1.0 0.0005 100 115 -45 2312.6428827656678 2303.933669405745 150 GTEX 1 50 100 1.0 0.0005 100 115 -46 2312.094757611968 2304.5615587125712 150 GTEX 1 50 100 1.0 0.0005 100 115 -47 2311.064647648369 2302.7574959526496 150 GTEX 1 50 100 1.0 0.0005 100 115 -48 2310.055279915595 2306.6610850054954 150 GTEX 1 50 100 1.0 0.0005 100 115 -49 2309.811923599122 2307.0022432160467 150 GTEX 1 50 100 1.0 0.0005 100 115 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index cabf99b2a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3260.438491133056 2946.949911719493 50 GTEX 1 100 100 0.5 0.0005 100 1445 -1 2552.7732448076213 2467.4562978998338 50 GTEX 1 100 100 0.5 0.0005 100 1445 -2 2476.172539159465 2398.1012919030713 50 GTEX 1 100 100 0.5 0.0005 100 1445 -3 2431.1453262350055 2384.011463469879 50 GTEX 1 100 100 0.5 0.0005 100 1445 -4 2406.69914259628 2358.833691499079 50 GTEX 1 100 100 0.5 0.0005 100 1445 -5 2389.755413464411 2347.968798967369 50 GTEX 1 100 100 0.5 0.0005 100 1445 -6 2377.353815004795 2331.8096436475166 50 GTEX 1 100 100 0.5 0.0005 100 1445 -7 2366.3518124688476 2328.359854462482 50 GTEX 1 100 100 0.5 0.0005 100 1445 -8 2356.5060091551572 2339.1845884141812 50 GTEX 1 100 100 0.5 0.0005 100 1445 -9 2349.8742705438135 2315.9444222685956 50 GTEX 1 100 100 0.5 0.0005 100 1445 -10 2344.6242480819474 2306.155118412845 50 GTEX 1 100 100 0.5 0.0005 100 1445 -11 2339.387593911746 2302.587853493346 50 GTEX 1 100 100 0.5 0.0005 100 1445 -12 2335.203691008074 2294.7672017028576 50 GTEX 1 100 100 0.5 0.0005 100 1445 -13 2330.8976962842144 2294.1548803061132 50 GTEX 1 100 100 0.5 0.0005 100 1445 -14 2326.759051899856 2290.6218164248157 50 GTEX 1 100 100 0.5 0.0005 100 1445 -15 2323.811556266381 2285.629181952531 50 GTEX 1 100 100 0.5 0.0005 100 1445 -16 2322.048123812693 2283.3959513036925 50 GTEX 1 100 100 0.5 0.0005 100 1445 -17 2318.562925305502 2279.940354263828 50 GTEX 1 100 100 0.5 0.0005 100 1445 -18 2316.60934619414 2282.0722507723385 50 GTEX 1 100 100 0.5 0.0005 100 1445 -19 2313.460137847259 2278.0642827835372 50 GTEX 1 100 100 0.5 0.0005 100 1445 -20 2310.717505751888 2284.0700757857057 50 GTEX 1 100 100 0.5 0.0005 100 1445 -21 2308.215021278685 2271.1846895979384 50 GTEX 1 100 100 0.5 0.0005 100 1445 -22 2306.4765264217563 2269.0255502911123 50 GTEX 1 100 100 0.5 0.0005 100 1445 -23 2305.132047429764 2266.2738285427313 50 GTEX 1 100 100 0.5 0.0005 100 1445 -24 2303.30147926989 2276.372277321471 50 GTEX 1 100 100 0.5 0.0005 100 1445 -25 2301.44303495448 2266.25967650903 50 GTEX 1 100 100 0.5 0.0005 100 1445 -26 2299.0876497079494 2270.116643521269 50 GTEX 1 100 100 0.5 0.0005 100 1445 -27 2298.4504238510253 2263.6696765740107 50 GTEX 1 100 100 0.5 0.0005 100 1445 -28 2296.8492948573003 2261.113359922692 50 GTEX 1 100 100 0.5 0.0005 100 1445 -29 2295.1239841614706 2266.5222534643835 50 GTEX 1 100 100 0.5 0.0005 100 1445 -30 2293.9325051618453 2263.4202193923775 50 GTEX 1 100 100 0.5 0.0005 100 1445 -31 2292.693172536632 2257.178871996049 50 GTEX 1 100 100 0.5 0.0005 100 1445 -32 2291.7189138349413 2256.3199344533477 50 GTEX 1 100 100 0.5 0.0005 100 1445 -33 2290.4366764154433 2255.964933794261 50 GTEX 1 100 100 0.5 0.0005 100 1445 -34 2289.5915540753817 2255.5643709712153 50 GTEX 1 100 100 0.5 0.0005 100 1445 -35 2288.781435187898 2253.5968625608957 50 GTEX 1 100 100 0.5 0.0005 100 1445 -36 2287.471766569275 2253.2641522657736 50 GTEX 1 100 100 0.5 0.0005 100 1445 -37 2286.7555862351005 2251.109890665845 50 GTEX 1 100 100 0.5 0.0005 100 1445 -38 2286.0077487248054 2259.024619446961 50 GTEX 1 100 100 0.5 0.0005 100 1445 -39 2284.8957815068543 2249.6063111744 50 GTEX 1 100 100 0.5 0.0005 100 1445 -40 2283.4128791129715 2249.7269672350285 50 GTEX 1 100 100 0.5 0.0005 100 1445 -41 2283.082912007871 2248.2518937143536 50 GTEX 1 100 100 0.5 0.0005 100 1445 -42 2282.571403821746 2250.277099377302 50 GTEX 1 100 100 0.5 0.0005 100 1445 -43 2281.9697951085845 2247.2660701157024 50 GTEX 1 100 100 0.5 0.0005 100 1445 -44 2281.238961939954 2247.9835478924074 50 GTEX 1 100 100 0.5 0.0005 100 1445 -45 2280.1150117678517 2244.8404253245308 50 GTEX 1 100 100 0.5 0.0005 100 1445 -46 2279.7942605264916 2247.015335373099 50 GTEX 1 100 100 0.5 0.0005 100 1445 -47 2279.5223478803014 2244.5301996383378 50 GTEX 1 100 100 0.5 0.0005 100 1445 -48 2278.452320395849 2246.304056493955 50 GTEX 1 100 100 0.5 0.0005 100 1445 -49 2278.4385369336 2244.1281728998338 50 GTEX 1 100 100 0.5 0.0005 100 1445 -50 2277.865641293234 2245.0341184202707 50 GTEX 1 100 100 0.5 0.0005 100 1445 -51 2277.1848948361744 2242.990478515625 50 GTEX 1 100 100 0.5 0.0005 100 1445 -52 2276.603824520786 2244.328409521299 50 GTEX 1 100 100 0.5 0.0005 100 1445 -53 2276.019011119836 2241.9639962199976 50 GTEX 1 100 100 0.5 0.0005 100 1445 -54 2275.858389953052 2240.564598866742 50 GTEX 1 100 100 0.5 0.0005 100 1445 -55 2275.702891432699 2241.0620026679094 50 GTEX 1 100 100 0.5 0.0005 100 1445 -56 2274.832979625566 2240.1665830430875 50 GTEX 1 100 100 0.5 0.0005 100 1445 -57 2274.777229996509 2241.2476089535558 50 GTEX 1 100 100 0.5 0.0005 100 1445 -58 2274.3243282741614 2239.9429214535558 50 GTEX 1 100 100 0.5 0.0005 100 1445 -59 2274.2591371569497 2238.9882893725494 50 GTEX 1 100 100 0.5 0.0005 100 1445 -60 2273.3871711851034 2240.8208156339115 50 GTEX 1 100 100 0.5 0.0005 100 1445 -61 2273.2580150178333 2240.8578024744534 50 GTEX 1 100 100 0.5 0.0005 100 1445 -62 2272.8531680205333 2239.8284698602365 50 GTEX 1 100 100 0.5 0.0005 100 1445 -63 2272.4692247164494 2239.2049416661716 50 GTEX 1 100 100 0.5 0.0005 100 1445 -64 2272.23265693804 2237.439177422469 50 GTEX 1 100 100 0.5 0.0005 100 1445 -65 2271.8967548715686 2237.7396486231582 50 GTEX 1 100 100 0.5 0.0005 100 1445 -66 2271.6819399532174 2240.4402786080827 50 GTEX 1 100 100 0.5 0.0005 100 1445 -67 2271.867554935896 2237.0811210603315 50 GTEX 1 100 100 0.5 0.0005 100 1445 -68 2271.351867888537 2238.1083928677517 50 GTEX 1 100 100 0.5 0.0005 100 1445 -69 2270.9285155373186 2236.334123850775 50 GTEX 1 100 100 0.5 0.0005 100 1445 -70 2270.8715947450273 2235.6430545705352 50 GTEX 1 100 100 0.5 0.0005 100 1445 -71 2270.361253570173 2236.733418395764 50 GTEX 1 100 100 0.5 0.0005 100 1445 -72 2270.447745885997 2235.4027512699026 50 GTEX 1 100 100 0.5 0.0005 100 1445 -73 2269.934676664664 2236.7302798427104 50 GTEX 1 100 100 0.5 0.0005 100 1445 -74 2269.666758027061 2236.840931707462 50 GTEX 1 100 100 0.5 0.0005 100 1445 -75 2269.7358608872432 2238.3426353541618 50 GTEX 1 100 100 0.5 0.0005 100 1445 -76 2269.740433669259 2235.4899760779317 50 GTEX 1 100 100 0.5 0.0005 100 1445 -77 2269.487236992439 2235.802641777938 50 GTEX 1 100 100 0.5 0.0005 100 1445 -78 2268.9539496418893 2238.7298472589414 50 GTEX 1 100 100 0.5 0.0005 100 1445 -79 2268.6099800520064 2234.0832129648884 50 GTEX 1 100 100 0.5 0.0005 100 1445 -80 2268.8413988796196 2237.4086876930846 50 GTEX 1 100 100 0.5 0.0005 100 1445 -81 2268.107695775663 2235.1624755859375 50 GTEX 1 100 100 0.5 0.0005 100 1445 -82 2267.940158185176 2236.6279301516456 50 GTEX 1 100 100 0.5 0.0005 100 1445 -83 2268.0957146525016 2235.611192594463 50 GTEX 1 100 100 0.5 0.0005 100 1445 -84 2268.044332141419 2236.3916038832285 50 GTEX 1 100 100 0.5 0.0005 100 1445 -85 2267.6424139290184 2234.0614185405775 50 GTEX 1 100 100 0.5 0.0005 100 1445 -86 2267.1396360073973 2234.338096241534 50 GTEX 1 100 100 0.5 0.0005 100 1445 -87 2266.632563820582 2234.272433784978 50 GTEX 1 100 100 0.5 0.0005 100 1445 -88 2267.1494428425717 2233.7650858947986 50 GTEX 1 100 100 0.5 0.0005 100 1445 -89 2267.0420106779225 2234.923773819956 50 GTEX 1 100 100 0.5 0.0005 100 1445 -90 2267.047416328389 2233.3260154579075 50 GTEX 1 100 100 0.5 0.0005 100 1445 -91 2267.0699734831355 2235.084835154022 50 GTEX 1 100 100 0.5 0.0005 100 1445 -92 2266.686786842205 2232.2158548913526 50 GTEX 1 100 100 0.5 0.0005 100 1445 -93 2266.9759598979103 2232.9813072291618 50 GTEX 1 100 100 0.5 0.0005 100 1445 -94 2266.5594080893457 2233.6472130837096 50 GTEX 1 100 100 0.5 0.0005 100 1445 -95 2266.2334808836367 2232.898697421578 50 GTEX 1 100 100 0.5 0.0005 100 1445 -96 2266.148531705736 2232.140382715958 50 GTEX 1 100 100 0.5 0.0005 100 1445 -97 2266.0318573214026 2231.7348382173836 50 GTEX 1 100 100 0.5 0.0005 100 1445 -98 2266.164385218473 2231.833992961695 50 GTEX 1 100 100 0.5 0.0005 100 1445 -99 2266.204185994359 2233.5186567995484 50 GTEX 1 100 100 0.5 0.0005 100 1445 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index 24f39b7d9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3268.0655021792395 2838.7624404965245 50 GTEX 1 100 100 0.0 0.0005 100 2472 -1 2546.6611994502287 2765.0307826053054 50 GTEX 1 100 100 0.0 0.0005 100 2472 -2 2474.541755680299 2459.6088263798124 50 GTEX 1 100 100 0.0 0.0005 100 2472 -3 2432.259006563507 2394.271812525992 50 GTEX 1 100 100 0.0 0.0005 100 2472 -4 2406.7497706620284 2384.9669249792064 50 GTEX 1 100 100 0.0 0.0005 100 2472 -5 2391.3488969134974 2410.361572265625 50 GTEX 1 100 100 0.0 0.0005 100 2472 -6 2375.2831403039836 2351.872234620069 50 GTEX 1 100 100 0.0 0.0005 100 2472 -7 2365.629844387494 2359.4861503572065 50 GTEX 1 100 100 0.0 0.0005 100 2472 -8 2356.810155997272 2335.3491628668608 50 GTEX 1 100 100 0.0 0.0005 100 2472 -9 2347.158538350941 2328.197037265328 50 GTEX 1 100 100 0.0 0.0005 100 2472 -10 2342.8341740501132 2326.258767711799 50 GTEX 1 100 100 0.0 0.0005 100 2472 -11 2338.6874525231974 2321.148945739514 50 GTEX 1 100 100 0.0 0.0005 100 2472 -12 2332.153256614671 2312.352431844849 50 GTEX 1 100 100 0.0 0.0005 100 2472 -13 2329.5006266628484 2310.5927325926805 50 GTEX 1 100 100 0.0 0.0005 100 2472 -14 2326.7179368340353 2309.0580117113236 50 GTEX 1 100 100 0.0 0.0005 100 2472 -15 2323.470816723759 2313.5423765001187 50 GTEX 1 100 100 0.0 0.0005 100 2472 -16 2319.046442576846 2301.9989157557034 50 GTEX 1 100 100 0.0 0.0005 100 2472 -17 2317.501220883645 2298.0057818626724 50 GTEX 1 100 100 0.0 0.0005 100 2472 -18 2313.421178965832 2298.0759281985206 50 GTEX 1 100 100 0.0 0.0005 100 2472 -19 2310.7485248150238 2294.281787016546 50 GTEX 1 100 100 0.0 0.0005 100 2472 -20 2308.586978044003 2291.4099947273053 50 GTEX 1 100 100 0.0 0.0005 100 2472 -21 2306.3529386567734 2297.3317945357057 50 GTEX 1 100 100 0.0 0.0005 100 2472 -22 2304.3159934261776 2288.8486272427517 50 GTEX 1 100 100 0.0 0.0005 100 2472 -23 2302.7055019605523 2286.7987148734555 50 GTEX 1 100 100 0.0 0.0005 100 2472 -24 2301.9522188919404 2290.406366500564 50 GTEX 1 100 100 0.0 0.0005 100 2472 -25 2299.8815753695403 2283.502031565619 50 GTEX 1 100 100 0.0 0.0005 100 2472 -26 2298.068442569006 2285.0851345279825 50 GTEX 1 100 100 0.0 0.0005 100 2472 -27 2297.2459708931356 2280.5901356976296 50 GTEX 1 100 100 0.0 0.0005 100 2472 -28 2295.028847018756 2278.811690529943 50 GTEX 1 100 100 0.0 0.0005 100 2472 -29 2293.9430081859186 2278.2811353560182 50 GTEX 1 100 100 0.0 0.0005 100 2472 -30 2292.4584306680854 2275.8955454082998 50 GTEX 1 100 100 0.0 0.0005 100 2472 -31 2290.7031754167024 2275.543734590364 50 GTEX 1 100 100 0.0 0.0005 100 2472 -32 2289.5764614293403 2278.402521981939 50 GTEX 1 100 100 0.0 0.0005 100 2472 -33 2289.098112063409 2272.1028778888426 50 GTEX 1 100 100 0.0 0.0005 100 2472 -34 2287.893380666064 2271.2542436839058 50 GTEX 1 100 100 0.0 0.0005 100 2472 -35 2286.7229450822592 2272.8350041030476 50 GTEX 1 100 100 0.0 0.0005 100 2472 -36 2285.6128267775975 2271.230150346067 50 GTEX 1 100 100 0.0 0.0005 100 2472 -37 2284.4015187986474 2269.6652330753923 50 GTEX 1 100 100 0.0 0.0005 100 2472 -38 2283.6817565447327 2269.5037758250655 50 GTEX 1 100 100 0.0 0.0005 100 2472 -39 2283.480812589332 2268.966302559856 50 GTEX 1 100 100 0.0 0.0005 100 2472 -40 2281.8502419692254 2267.4087503527508 50 GTEX 1 100 100 0.0 0.0005 100 2472 -41 2281.114244325065 2265.9007456964414 50 GTEX 1 100 100 0.0 0.0005 100 2472 -42 2280.57748092985 2265.1969773905357 50 GTEX 1 100 100 0.0 0.0005 100 2472 -43 2279.98776599388 2266.7272540770555 50 GTEX 1 100 100 0.0 0.0005 100 2472 -44 2279.7048884498868 2263.4537994036655 50 GTEX 1 100 100 0.0 0.0005 100 2472 -45 2278.5576977768583 2263.935760846156 50 GTEX 1 100 100 0.0 0.0005 100 2472 -46 2278.4307047311136 2274.0621096534874 50 GTEX 1 100 100 0.0 0.0005 100 2472 -47 2277.613108053799 2261.469182583769 50 GTEX 1 100 100 0.0 0.0005 100 2472 -48 2277.126621844714 2263.520874487583 50 GTEX 1 100 100 0.0 0.0005 100 2472 -49 2276.1763321717463 2260.7304098034992 50 GTEX 1 100 100 0.0 0.0005 100 2472 -50 2275.8616474393784 2263.819146101919 50 GTEX 1 100 100 0.0 0.0005 100 2472 -51 2275.1698759713017 2260.720019438421 50 GTEX 1 100 100 0.0 0.0005 100 2472 -52 2274.6071469685817 2261.4673273935064 50 GTEX 1 100 100 0.0 0.0005 100 2472 -53 2274.376403209009 2259.3161611810838 50 GTEX 1 100 100 0.0 0.0005 100 2472 -54 2274.234690523455 2258.296756642853 50 GTEX 1 100 100 0.0 0.0005 100 2472 -55 2273.4751771882757 2257.413734349008 50 GTEX 1 100 100 0.0 0.0005 100 2472 -56 2273.2861470220155 2263.543898433787 50 GTEX 1 100 100 0.0 0.0005 100 2472 -57 2272.732142352423 2257.5565914255585 50 GTEX 1 100 100 0.0 0.0005 100 2472 -58 2272.7594810220703 2256.3500396380405 50 GTEX 1 100 100 0.0 0.0005 100 2472 -59 2272.3005461353832 2257.8277569324796 50 GTEX 1 100 100 0.0 0.0005 100 2472 -60 2271.4800955116707 2257.1665447510695 50 GTEX 1 100 100 0.0 0.0005 100 2472 -61 2271.585141406085 2255.940486777418 50 GTEX 1 100 100 0.0 0.0005 100 2472 -62 2271.1650184316245 2255.759475998099 50 GTEX 1 100 100 0.0 0.0005 100 2472 -63 2270.888541281557 2257.2996250631236 50 GTEX 1 100 100 0.0 0.0005 100 2472 -64 2270.706496394548 2256.2914760575095 50 GTEX 1 100 100 0.0 0.0005 100 2472 -65 2270.1984965404085 2257.251458809856 50 GTEX 1 100 100 0.0 0.0005 100 2472 -66 2270.229590596777 2255.3423181105927 50 GTEX 1 100 100 0.0 0.0005 100 2472 -67 2269.6673441760277 2254.463085102038 50 GTEX 1 100 100 0.0 0.0005 100 2472 -68 2269.286045157067 2254.0962902692786 50 GTEX 1 100 100 0.0 0.0005 100 2472 -69 2269.231078521319 2253.8875658158568 50 GTEX 1 100 100 0.0 0.0005 100 2472 -70 2269.4020844456813 2253.57396439817 50 GTEX 1 100 100 0.0 0.0005 100 2472 -71 2268.508994958639 2253.8031474646505 50 GTEX 1 100 100 0.0 0.0005 100 2472 -72 2268.247900782612 2253.4457056313868 50 GTEX 1 100 100 0.0 0.0005 100 2472 -73 2268.2276361565587 2254.033164600909 50 GTEX 1 100 100 0.0 0.0005 100 2472 -74 2267.944827468113 2253.2616050343095 50 GTEX 1 100 100 0.0 0.0005 100 2472 -75 2267.5914948131917 2253.9404171555666 50 GTEX 1 100 100 0.0 0.0005 100 2472 -76 2267.5961446257393 2252.5614176122863 50 GTEX 1 100 100 0.0 0.0005 100 2472 -77 2267.4168652302487 2252.2192972277508 50 GTEX 1 100 100 0.0 0.0005 100 2472 -78 2266.9153048397557 2254.1111814549668 50 GTEX 1 100 100 0.0 0.0005 100 2472 -79 2267.151311458347 2254.3247803662666 50 GTEX 1 100 100 0.0 0.0005 100 2472 -80 2266.63556071316 2251.333302545004 50 GTEX 1 100 100 0.0 0.0005 100 2472 -81 2266.0917900925997 2252.2018722708235 50 GTEX 1 100 100 0.0 0.0005 100 2472 -82 2266.5214896100847 2251.8199490739366 50 GTEX 1 100 100 0.0 0.0005 100 2472 -83 2266.2784677458953 2251.5088415109612 50 GTEX 1 100 100 0.0 0.0005 100 2472 -84 2266.4376846463374 2255.886313550826 50 GTEX 1 100 100 0.0 0.0005 100 2472 -85 2265.9377256502025 2252.1715027551686 50 GTEX 1 100 100 0.0 0.0005 100 2472 -86 2265.567605445437 2251.936514618732 50 GTEX 1 100 100 0.0 0.0005 100 2472 -87 2265.408797191065 2251.470544387179 50 GTEX 1 100 100 0.0 0.0005 100 2472 -88 2265.6214741833473 2253.4096257314936 50 GTEX 1 100 100 0.0 0.0005 100 2472 -89 2265.4489797928827 2250.0769975901558 50 GTEX 1 100 100 0.0 0.0005 100 2472 -90 2265.3729339983215 2250.8631601079787 50 GTEX 1 100 100 0.0 0.0005 100 2472 -91 2265.083593548849 2251.2833725381715 50 GTEX 1 100 100 0.0 0.0005 100 2472 -92 2264.9285679139543 2252.941481905745 50 GTEX 1 100 100 0.0 0.0005 100 2472 -93 2264.5379173316687 2251.174455185807 50 GTEX 1 100 100 0.0 0.0005 100 2472 -94 2264.4166825438447 2251.367832662488 50 GTEX 1 100 100 0.0 0.0005 100 2472 -95 2264.105781849327 2251.9372869571353 50 GTEX 1 100 100 0.0 0.0005 100 2472 -96 2264.60771583919 2250.8262920887296 50 GTEX 1 100 100 0.0 0.0005 100 2472 -97 2263.6829326078005 2250.0700149826225 50 GTEX 1 100 100 0.0 0.0005 100 2472 -98 2264.2788009861147 2249.398076858811 50 GTEX 1 100 100 0.0 0.0005 100 2472 -99 2263.6541754107193 2249.861746320253 50 GTEX 1 100 100 0.0 0.0005 100 2472 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index 201496a3f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3267.4035172084195 3236.3712074656905 50 GTEX 1 100 100 1.0 0.0005 100 6654 -1 2548.06338903601 2504.5822503267586 50 GTEX 1 100 100 1.0 0.0005 100 6654 -2 2471.497082536294 2447.931027952709 50 GTEX 1 100 100 1.0 0.0005 100 6654 -3 2429.039666804137 2395.352303276497 50 GTEX 1 100 100 1.0 0.0005 100 6654 -4 2407.940407354577 2382.461590088819 50 GTEX 1 100 100 1.0 0.0005 100 6654 -5 2387.7251112210506 2372.3364861201876 50 GTEX 1 100 100 1.0 0.0005 100 6654 -6 2374.859749501971 2351.3620698297887 50 GTEX 1 100 100 1.0 0.0005 100 6654 -7 2364.674076984938 2346.907367662785 50 GTEX 1 100 100 1.0 0.0005 100 6654 -8 2355.573315633417 2334.4538114714533 50 GTEX 1 100 100 1.0 0.0005 100 6654 -9 2348.428776337376 2346.0717699174193 50 GTEX 1 100 100 1.0 0.0005 100 6654 -10 2342.584019112237 2321.3314176494177 50 GTEX 1 100 100 1.0 0.0005 100 6654 -11 2337.851446786576 2319.638317267704 50 GTEX 1 100 100 1.0 0.0005 100 6654 -12 2332.7204911943295 2354.996299366534 50 GTEX 1 100 100 1.0 0.0005 100 6654 -13 2328.4370455275975 2317.1196799622744 50 GTEX 1 100 100 1.0 0.0005 100 6654 -14 2325.600440077209 2313.249533069451 50 GTEX 1 100 100 1.0 0.0005 100 6654 -15 2322.315934499239 2305.632071723503 50 GTEX 1 100 100 1.0 0.0005 100 6654 -16 2319.047886557623 2307.0657216351296 50 GTEX 1 100 100 1.0 0.0005 100 6654 -17 2315.8493787733873 2300.1535282497625 50 GTEX 1 100 100 1.0 0.0005 100 6654 -18 2314.1591175627755 2301.2574708887832 50 GTEX 1 100 100 1.0 0.0005 100 6654 -19 2312.061108627956 2298.2554189007546 50 GTEX 1 100 100 1.0 0.0005 100 6654 -20 2309.213680168612 2302.2410665881953 50 GTEX 1 100 100 1.0 0.0005 100 6654 -21 2307.3928238129406 2293.2645597856763 50 GTEX 1 100 100 1.0 0.0005 100 6654 -22 2304.6577720428527 2290.4680296459123 50 GTEX 1 100 100 1.0 0.0005 100 6654 -23 2302.594441521164 2288.1817000356464 50 GTEX 1 100 100 1.0 0.0005 100 6654 -24 2300.489507755559 2286.4565680326164 50 GTEX 1 100 100 1.0 0.0005 100 6654 -25 2299.3066191946778 2285.735667645705 50 GTEX 1 100 100 1.0 0.0005 100 6654 -26 2297.8196304690387 2283.754453013605 50 GTEX 1 100 100 1.0 0.0005 100 6654 -27 2296.092248072251 2280.8188615806203 50 GTEX 1 100 100 1.0 0.0005 100 6654 -28 2294.9338013481865 2282.3248342071647 50 GTEX 1 100 100 1.0 0.0005 100 6654 -29 2293.383932576029 2276.3157564460553 50 GTEX 1 100 100 1.0 0.0005 100 6654 -30 2291.859624530441 2278.8439713974867 50 GTEX 1 100 100 1.0 0.0005 100 6654 -31 2290.4024295228655 2278.2803226369415 50 GTEX 1 100 100 1.0 0.0005 100 6654 -32 2289.872188836881 2274.6982667872207 50 GTEX 1 100 100 1.0 0.0005 100 6654 -33 2288.526877028015 2273.291332636496 50 GTEX 1 100 100 1.0 0.0005 100 6654 -34 2287.109101460377 2271.6571704008734 50 GTEX 1 100 100 1.0 0.0005 100 6654 -35 2286.365873725837 2272.1902505272697 50 GTEX 1 100 100 1.0 0.0005 100 6654 -36 2285.237027666417 2273.418638512209 50 GTEX 1 100 100 1.0 0.0005 100 6654 -37 2284.7058691901393 2271.5896385976116 50 GTEX 1 100 100 1.0 0.0005 100 6654 -38 2284.0623997597327 2269.489376169647 50 GTEX 1 100 100 1.0 0.0005 100 6654 -39 2282.692675177797 2267.9033783307095 50 GTEX 1 100 100 1.0 0.0005 100 6654 -40 2282.31971430776 2268.7659698602365 50 GTEX 1 100 100 1.0 0.0005 100 6654 -41 2281.196221754268 2267.737360384981 50 GTEX 1 100 100 1.0 0.0005 100 6654 -42 2280.830380857312 2266.839552266516 50 GTEX 1 100 100 1.0 0.0005 100 6654 -43 2279.855402576466 2264.075857648378 50 GTEX 1 100 100 1.0 0.0005 100 6654 -44 2279.2428700209443 2264.0558599319747 50 GTEX 1 100 100 1.0 0.0005 100 6654 -45 2278.9171149927874 2265.4825453377493 50 GTEX 1 100 100 1.0 0.0005 100 6654 -46 2278.063157506008 2261.999987003921 50 GTEX 1 100 100 1.0 0.0005 100 6654 -47 2277.0595265750435 2262.442772694867 50 GTEX 1 100 100 1.0 0.0005 100 6654 -48 2276.866469983933 2266.766143450719 50 GTEX 1 100 100 1.0 0.0005 100 6654 -49 2276.227014728795 2261.175622512179 50 GTEX 1 100 100 1.0 0.0005 100 6654 -50 2275.5599809442915 2273.819997345087 50 GTEX 1 100 100 1.0 0.0005 100 6654 -51 2275.281277980625 2262.461939590512 50 GTEX 1 100 100 1.0 0.0005 100 6654 -52 2274.8182595215617 2260.5903923701876 50 GTEX 1 100 100 1.0 0.0005 100 6654 -53 2274.2520069715856 2259.0795448216195 50 GTEX 1 100 100 1.0 0.0005 100 6654 -54 2273.4117492372766 2259.877765379931 50 GTEX 1 100 100 1.0 0.0005 100 6654 -55 2273.2215647735225 2259.0682359122507 50 GTEX 1 100 100 1.0 0.0005 100 6654 -56 2273.275885714439 2263.8825251938274 50 GTEX 1 100 100 1.0 0.0005 100 6654 -57 2273.1442367184613 2268.3275787005405 50 GTEX 1 100 100 1.0 0.0005 100 6654 -58 2272.4478776657156 2258.275149269249 50 GTEX 1 100 100 1.0 0.0005 100 6654 -59 2271.917811568516 2256.592628624049 50 GTEX 1 100 100 1.0 0.0005 100 6654 -60 2271.924925042871 2256.580222938451 50 GTEX 1 100 100 1.0 0.0005 100 6654 -61 2270.612059128502 2257.0784995655595 50 GTEX 1 100 100 1.0 0.0005 100 6654 -62 2271.013326926759 2257.1071698438986 50 GTEX 1 100 100 1.0 0.0005 100 6654 -63 2270.345148025501 2255.913841566659 50 GTEX 1 100 100 1.0 0.0005 100 6654 -64 2270.2465896388853 2257.2300649432627 50 GTEX 1 100 100 1.0 0.0005 100 6654 -65 2270.176471249637 2258.91178632961 50 GTEX 1 100 100 1.0 0.0005 100 6654 -66 2270.4331057782133 2255.6747095376368 50 GTEX 1 100 100 1.0 0.0005 100 6654 -67 2269.6324265994704 2254.813304364455 50 GTEX 1 100 100 1.0 0.0005 100 6654 -68 2268.943195746367 2255.0380107459005 50 GTEX 1 100 100 1.0 0.0005 100 6654 -69 2268.6073279013613 2254.7250345324383 50 GTEX 1 100 100 1.0 0.0005 100 6654 -70 2268.6530704983843 2256.301543841344 50 GTEX 1 100 100 1.0 0.0005 100 6654 -71 2268.26441631436 2256.88540196872 50 GTEX 1 100 100 1.0 0.0005 100 6654 -72 2268.1436922438634 2255.7210721208116 50 GTEX 1 100 100 1.0 0.0005 100 6654 -73 2268.184897337668 2253.485734482682 50 GTEX 1 100 100 1.0 0.0005 100 6654 -74 2267.7997668040543 2255.1907856872326 50 GTEX 1 100 100 1.0 0.0005 100 6654 -75 2267.6167206490722 2254.4984525383197 50 GTEX 1 100 100 1.0 0.0005 100 6654 -76 2267.443919477486 2252.4848242930134 50 GTEX 1 100 100 1.0 0.0005 100 6654 -77 2267.289027556454 2254.2435441978078 50 GTEX 1 100 100 1.0 0.0005 100 6654 -78 2267.0273858369865 2252.525029055519 50 GTEX 1 100 100 1.0 0.0005 100 6654 -79 2266.5553809037315 2253.420687715364 50 GTEX 1 100 100 1.0 0.0005 100 6654 -80 2266.7466923806464 2252.4690776868465 50 GTEX 1 100 100 1.0 0.0005 100 6654 -81 2266.5202250663488 2252.234082124079 50 GTEX 1 100 100 1.0 0.0005 100 6654 -82 2266.273790287974 2252.7854709407675 50 GTEX 1 100 100 1.0 0.0005 100 6654 -83 2266.285400983763 2251.7383142043427 50 GTEX 1 100 100 1.0 0.0005 100 6654 -84 2266.2002368837143 2252.56837654839 50 GTEX 1 100 100 1.0 0.0005 100 6654 -85 2265.3904322302556 2251.0779439831867 50 GTEX 1 100 100 1.0 0.0005 100 6654 -86 2265.6749911906163 2255.1080633243228 50 GTEX 1 100 100 1.0 0.0005 100 6654 -87 2265.416498361702 2250.478268699501 50 GTEX 1 100 100 1.0 0.0005 100 6654 -88 2265.129709977339 2251.204011518239 50 GTEX 1 100 100 1.0 0.0005 100 6654 -89 2265.098007593813 2251.8317824679184 50 GTEX 1 100 100 1.0 0.0005 100 6654 -90 2264.7747964815694 2254.640173850404 50 GTEX 1 100 100 1.0 0.0005 100 6654 -91 2265.2786299561553 2251.4510112805965 50 GTEX 1 100 100 1.0 0.0005 100 6654 -92 2264.429102640463 2251.634506167568 50 GTEX 1 100 100 1.0 0.0005 100 6654 -93 2264.415789252717 2249.5003003022516 50 GTEX 1 100 100 1.0 0.0005 100 6654 -94 2264.5818269011766 2251.115070067431 50 GTEX 1 100 100 1.0 0.0005 100 6654 -95 2264.034057127204 2250.4305132151558 50 GTEX 1 100 100 1.0 0.0005 100 6654 -96 2264.396365205904 2250.7610443463345 50 GTEX 1 100 100 1.0 0.0005 100 6654 -97 2263.8764959190066 2251.8924588395616 50 GTEX 1 100 100 1.0 0.0005 100 6654 -98 2263.8536194240933 2249.5610425825807 50 GTEX 1 100 100 1.0 0.0005 100 6654 -99 2263.767834876248 2253.170056477246 50 GTEX 1 100 100 1.0 0.0005 100 6654 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index a8ee0838f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3275.872966208276 2797.1079328993883 50 GTEX 1 50 100 0.5 0.0005 100 5176 -1 2544.345193542371 2565.607316513932 50 GTEX 1 50 100 0.5 0.0005 100 5176 -2 2467.929726440778 2456.660957365435 50 GTEX 1 50 100 0.5 0.0005 100 5176 -3 2427.5044331109875 2443.3973430444985 50 GTEX 1 50 100 0.5 0.0005 100 5176 -4 2403.061431836412 2403.880805069956 50 GTEX 1 50 100 0.5 0.0005 100 5176 -5 2386.921197585197 2405.2689965541826 50 GTEX 1 50 100 0.5 0.0005 100 5176 -6 2372.8439688162252 2375.832650884476 50 GTEX 1 50 100 0.5 0.0005 100 5176 -7 2362.089768112052 2367.5218218089058 50 GTEX 1 50 100 0.5 0.0005 100 5176 -8 2352.467115828338 2368.514534257664 50 GTEX 1 50 100 0.5 0.0005 100 5176 -9 2344.9106893002504 2350.4743921548243 50 GTEX 1 50 100 0.5 0.0005 100 5176 -10 2341.384317290283 2370.3235759082404 50 GTEX 1 50 100 0.5 0.0005 100 5176 -11 2334.3909581628536 2345.7830996205143 50 GTEX 1 50 100 0.5 0.0005 100 5176 -12 2330.248287688896 2337.907348168667 50 GTEX 1 50 100 0.5 0.0005 100 5176 -13 2327.3555409838536 2340.6990038505523 50 GTEX 1 50 100 0.5 0.0005 100 5176 -14 2322.6835655114887 2333.11107377317 50 GTEX 1 50 100 0.5 0.0005 100 5176 -15 2319.722166447223 2328.934187392318 50 GTEX 1 50 100 0.5 0.0005 100 5176 -16 2317.3554943322856 2334.2009012780713 50 GTEX 1 50 100 0.5 0.0005 100 5176 -17 2313.6238883568417 2320.919169494861 50 GTEX 1 50 100 0.5 0.0005 100 5176 -18 2311.0790804158523 2327.211163074798 50 GTEX 1 50 100 0.5 0.0005 100 5176 -19 2308.534503076476 2320.4152395734313 50 GTEX 1 50 100 0.5 0.0005 100 5176 -20 2306.5555547446475 2315.956284439609 50 GTEX 1 50 100 0.5 0.0005 100 5176 -21 2304.610194896788 2313.8764680927698 50 GTEX 1 50 100 0.5 0.0005 100 5176 -22 2302.6982685692324 2314.518813216641 50 GTEX 1 50 100 0.5 0.0005 100 5176 -23 2300.4391174090756 2310.3248866556264 50 GTEX 1 50 100 0.5 0.0005 100 5176 -24 2298.417552418929 2308.4429945564993 50 GTEX 1 50 100 0.5 0.0005 100 5176 -25 2296.878865710329 2306.9452108520973 50 GTEX 1 50 100 0.5 0.0005 100 5176 -26 2295.180069609606 2309.8334770637775 50 GTEX 1 50 100 0.5 0.0005 100 5176 -27 2293.6391751394235 2303.7805742038972 50 GTEX 1 50 100 0.5 0.0005 100 5176 -28 2292.624898676612 2304.404547049519 50 GTEX 1 50 100 0.5 0.0005 100 5176 -29 2291.0511661705627 2302.67221196976 50 GTEX 1 50 100 0.5 0.0005 100 5176 -30 2289.0077202799857 2300.915467468958 50 GTEX 1 50 100 0.5 0.0005 100 5176 -31 2288.3365141071863 2299.5507380844524 50 GTEX 1 50 100 0.5 0.0005 100 5176 -32 2287.681058447477 2301.3852789701164 50 GTEX 1 50 100 0.5 0.0005 100 5176 -33 2286.453321999074 2296.018777477424 50 GTEX 1 50 100 0.5 0.0005 100 5176 -34 2285.1919256065066 2296.316914489514 50 GTEX 1 50 100 0.5 0.0005 100 5176 -35 2283.9895046609277 2298.077596802222 50 GTEX 1 50 100 0.5 0.0005 100 5176 -36 2282.418496977783 2294.6041310821647 50 GTEX 1 50 100 0.5 0.0005 100 5176 -37 2282.4998643519925 2294.8404072228495 50 GTEX 1 50 100 0.5 0.0005 100 5176 -38 2281.100268557266 2293.484458082076 50 GTEX 1 50 100 0.5 0.0005 100 5176 -39 2280.262823120775 2294.5325602832404 50 GTEX 1 50 100 0.5 0.0005 100 5176 -40 2278.9326321964622 2291.0766067794975 50 GTEX 1 50 100 0.5 0.0005 100 5176 -41 2278.7135305947636 2289.3028661923718 50 GTEX 1 50 100 0.5 0.0005 100 5176 -42 2277.8593539565068 2288.513213763219 50 GTEX 1 50 100 0.5 0.0005 100 5176 -43 2277.8061366642846 2290.3450839546695 50 GTEX 1 50 100 0.5 0.0005 100 5176 -44 2276.591086837625 2287.7644163646623 50 GTEX 1 50 100 0.5 0.0005 100 5176 -45 2275.7854948284585 2287.3873857273347 50 GTEX 1 50 100 0.5 0.0005 100 5176 -46 2275.3860510574973 2293.3156974995545 50 GTEX 1 50 100 0.5 0.0005 100 5176 -47 2274.947489212115 2287.8038789582342 50 GTEX 1 50 100 0.5 0.0005 100 5176 -48 2273.8679266526983 2286.56331132664 50 GTEX 1 50 100 0.5 0.0005 100 5176 -49 2273.640317109969 2286.076752985385 50 GTEX 1 50 100 0.5 0.0005 100 5176 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index 128b5d9cf..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3254.777797422956 2656.5603338321353 50 GTEX 1 50 100 0.0 0.0005 100 7700 -1 2549.975710419046 2473.2394894211916 50 GTEX 1 50 100 0.0 0.0005 100 7700 -2 2475.4903183168753 2417.765566517645 50 GTEX 1 50 100 0.0 0.0005 100 7700 -3 2433.6702258967416 2375.8445176969462 50 GTEX 1 50 100 0.0 0.0005 100 7700 -4 2407.329204381627 2357.8467701959066 50 GTEX 1 50 100 0.0 0.0005 100 7700 -5 2389.3220307166916 2349.0518738489186 50 GTEX 1 50 100 0.0 0.0005 100 7700 -6 2376.0682889979253 2328.3243695973442 50 GTEX 1 50 100 0.0 0.0005 100 7700 -7 2365.7937027965563 2331.5845691985505 50 GTEX 1 50 100 0.0 0.0005 100 7700 -8 2358.0955042433584 2310.615439063243 50 GTEX 1 50 100 0.0 0.0005 100 7700 -9 2349.047717461808 2303.7204951877375 50 GTEX 1 50 100 0.0 0.0005 100 7700 -10 2344.7036350726125 2301.069410200808 50 GTEX 1 50 100 0.0 0.0005 100 7700 -11 2338.059466693927 2299.7681986877674 50 GTEX 1 50 100 0.0 0.0005 100 7700 -12 2334.415944010073 2300.349483591522 50 GTEX 1 50 100 0.0 0.0005 100 7700 -13 2331.5223661386262 2290.5022603894367 50 GTEX 1 50 100 0.0 0.0005 100 7700 -14 2328.711543506184 2287.8226132701107 50 GTEX 1 50 100 0.0 0.0005 100 7700 -15 2325.026892681692 2282.753519152507 50 GTEX 1 50 100 0.0 0.0005 100 7700 -16 2321.2912830011487 2284.370345083026 50 GTEX 1 50 100 0.0 0.0005 100 7700 -17 2318.942743852824 2276.569707718186 50 GTEX 1 50 100 0.0 0.0005 100 7700 -18 2315.7670542039123 2296.157630833383 50 GTEX 1 50 100 0.0 0.0005 100 7700 -19 2313.6531992866257 2282.333516052014 50 GTEX 1 50 100 0.0 0.0005 100 7700 -20 2311.693359993926 2290.7683300409935 50 GTEX 1 50 100 0.0 0.0005 100 7700 -21 2309.4793926693133 2269.0877212118285 50 GTEX 1 50 100 0.0 0.0005 100 7700 -22 2307.253468050201 2268.5572356597554 50 GTEX 1 50 100 0.0 0.0005 100 7700 -23 2305.2999666140854 2270.1588376121376 50 GTEX 1 50 100 0.0 0.0005 100 7700 -24 2303.551787263075 2269.3920601384266 50 GTEX 1 50 100 0.0 0.0005 100 7700 -25 2301.444327298321 2262.0198830724216 50 GTEX 1 50 100 0.0 0.0005 100 7700 -26 2299.520765750023 2259.776619682747 50 GTEX 1 50 100 0.0 0.0005 100 7700 -27 2298.311593556689 2262.895760307747 50 GTEX 1 50 100 0.0 0.0005 100 7700 -28 2297.0916842304187 2258.3588064215483 50 GTEX 1 50 100 0.0 0.0005 100 7700 -29 2295.4635095512704 2259.2374035505286 50 GTEX 1 50 100 0.0 0.0005 100 7700 -30 2294.142110835666 2263.5569715608663 50 GTEX 1 50 100 0.0 0.0005 100 7700 -31 2293.051747626005 2253.8664026296638 50 GTEX 1 50 100 0.0 0.0005 100 7700 -32 2291.7895372164494 2258.7192962994595 50 GTEX 1 50 100 0.0 0.0005 100 7700 -33 2290.699275433331 2253.1823721185838 50 GTEX 1 50 100 0.0 0.0005 100 7700 -34 2289.596053746732 2255.415109148497 50 GTEX 1 50 100 0.0 0.0005 100 7700 -35 2288.91355513519 2250.646201710284 50 GTEX 1 50 100 0.0 0.0005 100 7700 -36 2287.6709549660995 2251.034807676598 50 GTEX 1 50 100 0.0 0.0005 100 7700 -37 2286.8275998410595 2251.7095329951876 50 GTEX 1 50 100 0.0 0.0005 100 7700 -38 2285.580326340223 2248.5739885337453 50 GTEX 1 50 100 0.0 0.0005 100 7700 -39 2285.479928736829 2250.569891055727 50 GTEX 1 50 100 0.0 0.0005 100 7700 -40 2284.1505961085218 2247.1506653992396 50 GTEX 1 50 100 0.0 0.0005 100 7700 -41 2283.444399686906 2246.153577449204 50 GTEX 1 50 100 0.0 0.0005 100 7700 -42 2282.7799408419955 2245.3199978092325 50 GTEX 1 50 100 0.0 0.0005 100 7700 -43 2282.377339309204 2245.844970703125 50 GTEX 1 50 100 0.0 0.0005 100 7700 -44 2281.3332024132346 2244.5564985964234 50 GTEX 1 50 100 0.0 0.0005 100 7700 -45 2280.6765977426935 2242.967370559054 50 GTEX 1 50 100 0.0 0.0005 100 7700 -46 2279.819315873973 2244.8004136466257 50 GTEX 1 50 100 0.0 0.0005 100 7700 -47 2279.850684346777 2241.0353307687737 50 GTEX 1 50 100 0.0 0.0005 100 7700 -48 2278.851837664304 2241.830382140417 50 GTEX 1 50 100 0.0 0.0005 100 7700 -49 2278.057300400404 2241.620272212155 50 GTEX 1 50 100 0.0 0.0005 100 7700 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index f06539fc5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0005lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3261.9846278829586 2844.391145771447 50 GTEX 1 50 100 1.0 0.0005 100 9021 -1 2544.718902874789 2538.856983257337 50 GTEX 1 50 100 1.0 0.0005 100 9021 -2 2468.2008383253174 2512.5569497460197 50 GTEX 1 50 100 1.0 0.0005 100 9021 -3 2426.921198229912 2455.026761247178 50 GTEX 1 50 100 1.0 0.0005 100 9021 -4 2402.099277527365 2440.1689843007366 50 GTEX 1 50 100 1.0 0.0005 100 9021 -5 2385.830242192039 2417.2706656220294 50 GTEX 1 50 100 1.0 0.0005 100 9021 -6 2371.9780511982 2412.661881015328 50 GTEX 1 50 100 1.0 0.0005 100 9021 -7 2360.8269616507096 2396.597079781072 50 GTEX 1 50 100 1.0 0.0005 100 9021 -8 2352.113061660117 2381.325572198788 50 GTEX 1 50 100 1.0 0.0005 100 9021 -9 2344.775352947863 2380.9618880703424 50 GTEX 1 50 100 1.0 0.0005 100 9021 -10 2337.0275758215626 2368.6948423204312 50 GTEX 1 50 100 1.0 0.0005 100 9021 -11 2332.3071081206426 2384.794937655953 50 GTEX 1 50 100 1.0 0.0005 100 9021 -12 2329.1324423820906 2359.322105494742 50 GTEX 1 50 100 1.0 0.0005 100 9021 -13 2325.2379274820596 2362.890402210076 50 GTEX 1 50 100 1.0 0.0005 100 9021 -14 2320.220562241908 2354.6620787413854 50 GTEX 1 50 100 1.0 0.0005 100 9021 -15 2317.820198462835 2354.0735081429716 50 GTEX 1 50 100 1.0 0.0005 100 9021 -16 2315.1858447074787 2348.178468189312 50 GTEX 1 50 100 1.0 0.0005 100 9021 -17 2311.987447169485 2345.9683675439637 50 GTEX 1 50 100 1.0 0.0005 100 9021 -18 2308.837284593027 2340.41293787503 50 GTEX 1 50 100 1.0 0.0005 100 9021 -19 2306.387390723409 2338.9562737642586 50 GTEX 1 50 100 1.0 0.0005 100 9021 -20 2304.3986309144593 2338.772502246465 50 GTEX 1 50 100 1.0 0.0005 100 9021 -21 2301.8561129490927 2336.546934874792 50 GTEX 1 50 100 1.0 0.0005 100 9021 -22 2300.76024418395 2334.1708237100465 50 GTEX 1 50 100 1.0 0.0005 100 9021 -23 2298.41028506403 2329.9330961858363 50 GTEX 1 50 100 1.0 0.0005 100 9021 -24 2296.246417938423 2330.7222584771566 50 GTEX 1 50 100 1.0 0.0005 100 9021 -25 2294.6391091464097 2328.5353581533686 50 GTEX 1 50 100 1.0 0.0005 100 9021 -26 2292.7303337982844 2327.3746175439637 50 GTEX 1 50 100 1.0 0.0005 100 9021 -27 2291.535649044254 2322.979232730068 50 GTEX 1 50 100 1.0 0.0005 100 9021 -28 2290.0696329447437 2323.712829821917 50 GTEX 1 50 100 1.0 0.0005 100 9021 -29 2289.1650257555852 2327.204438068114 50 GTEX 1 50 100 1.0 0.0005 100 9021 -30 2287.9380602572173 2320.5358854228552 50 GTEX 1 50 100 1.0 0.0005 100 9021 -31 2286.104974872625 2319.1774280388545 50 GTEX 1 50 100 1.0 0.0005 100 9021 -32 2285.2287207216928 2318.52875707358 50 GTEX 1 50 100 1.0 0.0005 100 9021 -33 2283.4879536316944 2317.6339315552223 50 GTEX 1 50 100 1.0 0.0005 100 9021 -34 2282.674828928779 2318.9179896365554 50 GTEX 1 50 100 1.0 0.0005 100 9021 -35 2281.9271493607316 2315.931597923598 50 GTEX 1 50 100 1.0 0.0005 100 9021 -36 2280.6590552833195 2317.2121832669914 50 GTEX 1 50 100 1.0 0.0005 100 9021 -37 2280.230025315116 2312.791942523913 50 GTEX 1 50 100 1.0 0.0005 100 9021 -38 2278.7972955604005 2312.3098088833767 50 GTEX 1 50 100 1.0 0.0005 100 9021 -39 2277.7853049212476 2313.936894289894 50 GTEX 1 50 100 1.0 0.0005 100 9021 -40 2277.5458177965647 2311.512433998485 50 GTEX 1 50 100 1.0 0.0005 100 9021 -41 2276.092605450595 2312.215055400428 50 GTEX 1 50 100 1.0 0.0005 100 9021 -42 2276.595510123158 2313.3437161173656 50 GTEX 1 50 100 1.0 0.0005 100 9021 -43 2275.011483093823 2307.9427518083116 50 GTEX 1 50 100 1.0 0.0005 100 9021 -44 2274.525537258949 2311.710827033329 50 GTEX 1 50 100 1.0 0.0005 100 9021 -45 2273.992160396187 2309.7341406064343 50 GTEX 1 50 100 1.0 0.0005 100 9021 -46 2274.0018644122347 2308.299309444065 50 GTEX 1 50 100 1.0 0.0005 100 9021 -47 2273.0852001525036 2308.5992343452945 50 GTEX 1 50 100 1.0 0.0005 100 9021 -48 2272.1625435002015 2308.3965326461503 50 GTEX 1 50 100 1.0 0.0005 100 9021 -49 2271.8577642701703 2307.30069213403 50 GTEX 1 50 100 1.0 0.0005 100 9021 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index b8a92bb2f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3008.7505203106844 3308.3834028932984 100 GTEX 1 100 100 0.5 0.0015 100 8389 -1 2483.2347274527224 2531.9534944599573 100 GTEX 1 100 100 0.5 0.0015 100 8389 -2 2424.5070820122696 2391.5191497222554 100 GTEX 1 100 100 0.5 0.0015 100 8389 -3 2392.3291930604337 2360.931443827234 100 GTEX 1 100 100 0.5 0.0015 100 8389 -4 2372.3944856299763 2346.033194770378 100 GTEX 1 100 100 0.5 0.0015 100 8389 -5 2358.7186429773324 2335.557506720829 100 GTEX 1 100 100 0.5 0.0015 100 8389 -6 2348.138877951659 2343.1984594076757 100 GTEX 1 100 100 0.5 0.0015 100 8389 -7 2341.8252161238956 2311.653824374703 100 GTEX 1 100 100 0.5 0.0015 100 8389 -8 2335.704034641097 2305.25986866534 100 GTEX 1 100 100 0.5 0.0015 100 8389 -9 2330.0389522795467 2305.1252394991684 100 GTEX 1 100 100 0.5 0.0015 100 8389 -10 2325.950388623805 2295.9571704937025 100 GTEX 1 100 100 0.5 0.0015 100 8389 -11 2321.587243872836 2292.8881780240017 100 GTEX 1 100 100 0.5 0.0015 100 8389 -12 2318.72226356707 2288.1840309752256 100 GTEX 1 100 100 0.5 0.0015 100 8389 -13 2314.6542030045157 2286.4183447079968 100 GTEX 1 100 100 0.5 0.0015 100 8389 -14 2312.215248630935 2286.116353894368 100 GTEX 1 100 100 0.5 0.0015 100 8389 -15 2310.8834670918964 2282.2886661195935 100 GTEX 1 100 100 0.5 0.0015 100 8389 -16 2308.186179159762 2278.16936490019 100 GTEX 1 100 100 0.5 0.0015 100 8389 -17 2305.479996225581 2279.3002335581036 100 GTEX 1 100 100 0.5 0.0015 100 8389 -18 2303.9033752422065 2275.8134171518536 100 GTEX 1 100 100 0.5 0.0015 100 8389 -19 2301.088573171733 2275.1095680846006 100 GTEX 1 100 100 0.5 0.0015 100 8389 -20 2300.276227490683 2276.1210074189044 100 GTEX 1 100 100 0.5 0.0015 100 8389 -21 2298.670444377715 2270.6234330442016 100 GTEX 1 100 100 0.5 0.0015 100 8389 -22 2297.5320681431635 2270.3331758332342 100 GTEX 1 100 100 0.5 0.0015 100 8389 -23 2295.361575360256 2267.634048984078 100 GTEX 1 100 100 0.5 0.0015 100 8389 -24 2294.428439125713 2268.248575072778 100 GTEX 1 100 100 0.5 0.0015 100 8389 -25 2293.571105602438 2270.750289626901 100 GTEX 1 100 100 0.5 0.0015 100 8389 -26 2291.1585847188344 2264.6225168206392 100 GTEX 1 100 100 0.5 0.0015 100 8389 -27 2291.038390268705 2265.9118410988 100 GTEX 1 100 100 0.5 0.0015 100 8389 -28 2289.9466398905406 2262.9985305147934 100 GTEX 1 100 100 0.5 0.0015 100 8389 -29 2289.3186494193233 2277.056341715185 100 GTEX 1 100 100 0.5 0.0015 100 8389 -30 2287.4662090239863 2262.6873189831867 100 GTEX 1 100 100 0.5 0.0015 100 8389 -31 2286.432713250015 2262.5054100819866 100 GTEX 1 100 100 0.5 0.0015 100 8389 -32 2285.47450093396 2259.969025702531 100 GTEX 1 100 100 0.5 0.0015 100 8389 -33 2285.3428242410314 2261.4578073015687 100 GTEX 1 100 100 0.5 0.0015 100 8389 -34 2284.36735613162 2257.118739603137 100 GTEX 1 100 100 0.5 0.0015 100 8389 -35 2283.1722350861464 2260.720836798954 100 GTEX 1 100 100 0.5 0.0015 100 8389 -36 2283.006463679137 2257.7651970576876 100 GTEX 1 100 100 0.5 0.0015 100 8389 -37 2281.8728914987178 2257.8045454714234 100 GTEX 1 100 100 0.5 0.0015 100 8389 -38 2281.769108317049 2255.047853419083 100 GTEX 1 100 100 0.5 0.0015 100 8389 -39 2279.98675438468 2255.465106456452 100 GTEX 1 100 100 0.5 0.0015 100 8389 -40 2280.0038989002505 2252.929727416528 100 GTEX 1 100 100 0.5 0.0015 100 8389 -41 2279.4264579169335 2253.2967886689044 100 GTEX 1 100 100 0.5 0.0015 100 8389 -42 2278.690289629643 2254.331644152507 100 GTEX 1 100 100 0.5 0.0015 100 8389 -43 2278.8046548774278 2252.645040881951 100 GTEX 1 100 100 0.5 0.0015 100 8389 -44 2278.108397173859 2251.6259162235624 100 GTEX 1 100 100 0.5 0.0015 100 8389 -45 2277.8597514619037 2252.975807799133 100 GTEX 1 100 100 0.5 0.0015 100 8389 -46 2277.483111462019 2250.830306484672 100 GTEX 1 100 100 0.5 0.0015 100 8389 -47 2276.3256361169474 2249.548397397814 100 GTEX 1 100 100 0.5 0.0015 100 8389 -48 2276.110238763187 2252.152327969047 100 GTEX 1 100 100 0.5 0.0015 100 8389 -49 2275.6870201000434 2250.5701732562975 100 GTEX 1 100 100 0.5 0.0015 100 8389 -50 2274.560049619319 2247.2122528888426 100 GTEX 1 100 100 0.5 0.0015 100 8389 -51 2274.2747827104595 2251.9208622341375 100 GTEX 1 100 100 0.5 0.0015 100 8389 -52 2274.215874906955 2248.769778175499 100 GTEX 1 100 100 0.5 0.0015 100 8389 -53 2273.6267631404235 2247.183816539924 100 GTEX 1 100 100 0.5 0.0015 100 8389 -54 2273.194379829688 2247.573353582462 100 GTEX 1 100 100 0.5 0.0015 100 8389 -55 2273.301476458933 2247.5881969611455 100 GTEX 1 100 100 0.5 0.0015 100 8389 -56 2273.6086170474164 2247.6903257188687 100 GTEX 1 100 100 0.5 0.0015 100 8389 -57 2272.0862063976756 2244.411185725107 100 GTEX 1 100 100 0.5 0.0015 100 8389 -58 2272.0517430098466 2247.407550536181 100 GTEX 1 100 100 0.5 0.0015 100 8389 -59 2271.5917864048306 2248.0661630376662 100 GTEX 1 100 100 0.5 0.0015 100 8389 -60 2272.3146694913085 2245.9331788037666 100 GTEX 1 100 100 0.5 0.0015 100 8389 -61 2270.68592029385 2247.4260086813806 100 GTEX 1 100 100 0.5 0.0015 100 8389 -62 2271.0076726484517 2247.019873789508 100 GTEX 1 100 100 0.5 0.0015 100 8389 -63 2271.152071938213 2247.323467762298 100 GTEX 1 100 100 0.5 0.0015 100 8389 -64 2270.031355655872 2243.8297504381535 100 GTEX 1 100 100 0.5 0.0015 100 8389 -65 2269.5207543514643 2245.800482340185 100 GTEX 1 100 100 0.5 0.0015 100 8389 -66 2269.5205483005934 2249.676853426509 100 GTEX 1 100 100 0.5 0.0015 100 8389 -67 2269.551950994862 2243.9749611974216 100 GTEX 1 100 100 0.5 0.0015 100 8389 -68 2269.425894487719 2242.9358541394367 100 GTEX 1 100 100 0.5 0.0015 100 8389 -69 2268.4604516686663 2244.1001227201164 100 GTEX 1 100 100 0.5 0.0015 100 8389 -70 2269.153874586764 2244.432207811015 100 GTEX 1 100 100 0.5 0.0015 100 8389 -71 2269.131477733921 2241.4898519189637 100 GTEX 1 100 100 0.5 0.0015 100 8389 -72 2268.616404764577 2242.583637194035 100 GTEX 1 100 100 0.5 0.0015 100 8389 -73 2268.233480238922 2243.052286010278 100 GTEX 1 100 100 0.5 0.0015 100 8389 -74 2268.026664246321 2241.5224349453424 100 GTEX 1 100 100 0.5 0.0015 100 8389 -75 2267.481944914943 2243.532505049905 100 GTEX 1 100 100 0.5 0.0015 100 8389 -76 2267.6262589218222 2241.761323297885 100 GTEX 1 100 100 0.5 0.0015 100 8389 -77 2267.8025211291115 2242.799395311015 100 GTEX 1 100 100 0.5 0.0015 100 8389 -78 2266.770585848787 2240.839206942134 100 GTEX 1 100 100 0.5 0.0015 100 8389 -79 2267.2074491283865 2244.766864268952 100 GTEX 1 100 100 0.5 0.0015 100 8389 -80 2266.1866472485426 2244.9592359419557 100 GTEX 1 100 100 0.5 0.0015 100 8389 -81 2267.046624644324 2241.0623189831867 100 GTEX 1 100 100 0.5 0.0015 100 8389 -82 2266.251770051767 2240.5274245113474 100 GTEX 1 100 100 0.5 0.0015 100 8389 -83 2267.0153169552377 2245.481203028458 100 GTEX 1 100 100 0.5 0.0015 100 8389 -84 2266.387351112128 2245.2526976146623 100 GTEX 1 100 100 0.5 0.0015 100 8389 -85 2265.612652059869 2238.639239061015 100 GTEX 1 100 100 0.5 0.0015 100 8389 -86 2265.9071495577564 2239.475220190708 100 GTEX 1 100 100 0.5 0.0015 100 8389 -87 2265.464055470029 2241.8147278992396 100 GTEX 1 100 100 0.5 0.0015 100 8389 -88 2265.8218571336615 2238.807806558935 100 GTEX 1 100 100 0.5 0.0015 100 8389 -89 2265.4983311942556 2242.919511570223 100 GTEX 1 100 100 0.5 0.0015 100 8389 -90 2264.745495222508 2245.8850450406962 100 GTEX 1 100 100 0.5 0.0015 100 8389 -91 2265.597024584164 2244.8534979874644 100 GTEX 1 100 100 0.5 0.0015 100 8389 -92 2264.806366724337 2242.9438968556915 100 GTEX 1 100 100 0.5 0.0015 100 8389 -93 2264.9791941487124 2238.1462866489424 100 GTEX 1 100 100 0.5 0.0015 100 8389 -94 2264.117887092994 2237.933739491742 100 GTEX 1 100 100 0.5 0.0015 100 8389 -95 2264.443836721886 2240.859876277329 100 GTEX 1 100 100 0.5 0.0015 100 8389 -96 2263.9652094580597 2238.608776252079 100 GTEX 1 100 100 0.5 0.0015 100 8389 -97 2264.7508012258454 2241.9132938747625 100 GTEX 1 100 100 0.5 0.0015 100 8389 -98 2265.1343589904404 2239.4220355944035 100 GTEX 1 100 100 0.5 0.0015 100 8389 -99 2264.2337374543645 2241.3963999004873 100 GTEX 1 100 100 0.5 0.0015 100 8389 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 91a7baac5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3005.2784601124713 2899.4041362805965 100 GTEX 1 100 100 0.0 0.0015 100 7692 -1 2479.5009882447334 2478.1742142942016 100 GTEX 1 100 100 0.0 0.0015 100 7692 -2 2420.566472088282 2519.569724891576 100 GTEX 1 100 100 0.0 0.0015 100 7692 -3 2388.164240028685 2399.262973799905 100 GTEX 1 100 100 0.0 0.0015 100 7692 -4 2366.5849401003156 2390.6948594938212 100 GTEX 1 100 100 0.0 0.0015 100 7692 -5 2354.6183434221753 2380.820456385159 100 GTEX 1 100 100 0.0 0.0015 100 7692 -6 2346.1489195146214 2355.8744077501187 100 GTEX 1 100 100 0.0 0.0015 100 7692 -7 2338.0038478904103 2348.0198459407675 100 GTEX 1 100 100 0.0 0.0015 100 7692 -8 2331.118568969224 2351.5084836546457 100 GTEX 1 100 100 0.0 0.0015 100 7692 -9 2325.8361745487614 2342.3932956942135 100 GTEX 1 100 100 0.0 0.0015 100 7692 -10 2321.917530214949 2340.365821055133 100 GTEX 1 100 100 0.0 0.0015 100 7692 -11 2317.5228461417373 2339.8506360652327 100 GTEX 1 100 100 0.0 0.0015 100 7692 -12 2314.4792628495284 2327.347234805727 100 GTEX 1 100 100 0.0 0.0015 100 7692 -13 2311.144639587886 2327.9816458234313 100 GTEX 1 100 100 0.0 0.0015 100 7692 -14 2309.2151732766615 2322.158613429777 100 GTEX 1 100 100 0.0 0.0015 100 7692 -15 2306.8906130856694 2318.2153673063212 100 GTEX 1 100 100 0.0 0.0015 100 7692 -16 2303.4213906386162 2315.8603367098385 100 GTEX 1 100 100 0.0 0.0015 100 7692 -17 2301.842967728772 2313.4869658611574 100 GTEX 1 100 100 0.0 0.0015 100 7692 -18 2299.2942014963987 2313.287799095473 100 GTEX 1 100 100 0.0 0.0015 100 7692 -19 2298.5360477359263 2318.0096059588877 100 GTEX 1 100 100 0.0 0.0015 100 7692 -20 2296.1406621871533 2309.8589284918608 100 GTEX 1 100 100 0.0 0.0015 100 7692 -21 2294.809205249155 2306.7712328080443 100 GTEX 1 100 100 0.0 0.0015 100 7692 -22 2293.0915820817954 2304.1406129322127 100 GTEX 1 100 100 0.0 0.0015 100 7692 -23 2290.779587589827 2305.528611795984 100 GTEX 1 100 100 0.0 0.0015 100 7692 -24 2290.328728994674 2305.225143142526 100 GTEX 1 100 100 0.0 0.0015 100 7692 -25 2289.125477733715 2306.8604908062025 100 GTEX 1 100 100 0.0 0.0015 100 7692 -26 2288.1071378136307 2301.746297974097 100 GTEX 1 100 100 0.0 0.0015 100 7692 -27 2286.468554857705 2308.2917861068204 100 GTEX 1 100 100 0.0 0.0015 100 7692 -28 2285.8771336709506 2299.126112093037 100 GTEX 1 100 100 0.0 0.0015 100 7692 -29 2284.736608085983 2298.71880476919 100 GTEX 1 100 100 0.0 0.0015 100 7692 -30 2284.082311185194 2298.227904809292 100 GTEX 1 100 100 0.0 0.0015 100 7692 -31 2282.6472095244912 2304.453788728315 100 GTEX 1 100 100 0.0 0.0015 100 7692 -32 2282.0719355052006 2295.863235763724 100 GTEX 1 100 100 0.0 0.0015 100 7692 -33 2280.7621156364708 2294.5968180029113 100 GTEX 1 100 100 0.0 0.0015 100 7692 -34 2280.1436675383898 2293.4408901200095 100 GTEX 1 100 100 0.0 0.0015 100 7692 -35 2279.5311973396897 2292.3642058281844 100 GTEX 1 100 100 0.0 0.0015 100 7692 -36 2278.789764336602 2292.9652596245246 100 GTEX 1 100 100 0.0 0.0015 100 7692 -37 2278.0659776177695 2294.5793401333767 100 GTEX 1 100 100 0.0 0.0015 100 7692 -38 2277.65939089609 2292.1490548137476 100 GTEX 1 100 100 0.0 0.0015 100 7692 -39 2276.9453477787974 2291.9293282512476 100 GTEX 1 100 100 0.0 0.0015 100 7692 -40 2275.984385985941 2289.9640482043133 100 GTEX 1 100 100 0.0 0.0015 100 7692 -41 2275.7141768827323 2290.221589643239 100 GTEX 1 100 100 0.0 0.0015 100 7692 -42 2275.7002127713786 2290.610691317134 100 GTEX 1 100 100 0.0 0.0015 100 7692 -43 2274.3438928688142 2288.581187433163 100 GTEX 1 100 100 0.0 0.0015 100 7692 -44 2273.2072730696514 2287.1376386867278 100 GTEX 1 100 100 0.0 0.0015 100 7692 -45 2274.2480022349428 2285.080364967027 100 GTEX 1 100 100 0.0 0.0015 100 7692 -46 2273.4609080752134 2285.4398801390207 100 GTEX 1 100 100 0.0 0.0015 100 7692 -47 2271.663152987846 2286.959583122921 100 GTEX 1 100 100 0.0 0.0015 100 7692 -48 2271.3511421201197 2289.798382545152 100 GTEX 1 100 100 0.0 0.0015 100 7692 -49 2271.7477430337785 2287.953581719344 100 GTEX 1 100 100 0.0 0.0015 100 7692 -50 2271.906394802959 2285.666526185242 100 GTEX 1 100 100 0.0 0.0015 100 7692 -51 2270.82252325306 2291.1934457060956 100 GTEX 1 100 100 0.0 0.0015 100 7692 -52 2270.1753174679147 2282.492297966671 100 GTEX 1 100 100 0.0 0.0015 100 7692 -53 2269.323917719735 2284.461277254634 100 GTEX 1 100 100 0.0 0.0015 100 7692 -54 2270.1493883254825 2282.228162874287 100 GTEX 1 100 100 0.0 0.0015 100 7692 -55 2268.795207174222 2282.9479460625594 100 GTEX 1 100 100 0.0 0.0015 100 7692 -56 2268.7381867605895 2287.497298672172 100 GTEX 1 100 100 0.0 0.0015 100 7692 -57 2268.2045314325833 2289.3381728255704 100 GTEX 1 100 100 0.0 0.0015 100 7692 -58 2268.542504658452 2289.760482265922 100 GTEX 1 100 100 0.0 0.0015 100 7692 -59 2267.601832068179 2281.4495352973504 100 GTEX 1 100 100 0.0 0.0015 100 7692 -60 2266.8832804082604 2282.8240915740853 100 GTEX 1 100 100 0.0 0.0015 100 7692 -61 2266.5286343402163 2280.270040881951 100 GTEX 1 100 100 0.0 0.0015 100 7692 -62 2266.9657806754303 2290.5133209808696 100 GTEX 1 100 100 0.0 0.0015 100 7692 -63 2266.3498678540836 2282.84944413914 100 GTEX 1 100 100 0.0 0.0015 100 7692 -64 2266.6128822230758 2279.8534794216375 100 GTEX 1 100 100 0.0 0.0015 100 7692 -65 2265.867612083421 2281.714151244653 100 GTEX 1 100 100 0.0 0.0015 100 7692 -66 2265.71744259562 2281.3157369519367 100 GTEX 1 100 100 0.0 0.0015 100 7692 -67 2265.102733972698 2279.115423746435 100 GTEX 1 100 100 0.0 0.0015 100 7692 -68 2265.2982983756897 2281.523586026616 100 GTEX 1 100 100 0.0 0.0015 100 7692 -69 2266.0074841080364 2277.823253326996 100 GTEX 1 100 100 0.0 0.0015 100 7692 -70 2264.68986489149 2277.8187158388782 100 GTEX 1 100 100 0.0 0.0015 100 7692 -71 2264.667435235555 2277.9386343720294 100 GTEX 1 100 100 0.0 0.0015 100 7692 -72 2264.280089332723 2280.229287963403 100 GTEX 1 100 100 0.0 0.0015 100 7692 -73 2263.9618936895104 2281.5508527284337 100 GTEX 1 100 100 0.0 0.0015 100 7692 -74 2264.045204492208 2279.0139234419557 100 GTEX 1 100 100 0.0 0.0015 100 7692 -75 2264.1462674413424 2278.480959816124 100 GTEX 1 100 100 0.0 0.0015 100 7692 -76 2263.1382372598155 2277.4691008941304 100 GTEX 1 100 100 0.0 0.0015 100 7692 -77 2263.275237079708 2286.385585306262 100 GTEX 1 100 100 0.0 0.0015 100 7692 -78 2263.193457526391 2277.9053244935244 100 GTEX 1 100 100 0.0 0.0015 100 7692 -79 2262.7537987115606 2277.145531948075 100 GTEX 1 100 100 0.0 0.0015 100 7692 -80 2262.907661667668 2277.022238147576 100 GTEX 1 100 100 0.0 0.0015 100 7692 -81 2262.5290294730626 2276.0574148199858 100 GTEX 1 100 100 0.0 0.0015 100 7692 -82 2261.788904622224 2278.0392314490255 100 GTEX 1 100 100 0.0 0.0015 100 7692 -83 2261.8530486967065 2278.4494749584123 100 GTEX 1 100 100 0.0 0.0015 100 7692 -84 2262.6542104574196 2277.3715532542183 100 GTEX 1 100 100 0.0 0.0015 100 7692 -85 2262.1209690879336 2276.1463692668726 100 GTEX 1 100 100 0.0 0.0015 100 7692 -86 2261.4085374225515 2279.258600619356 100 GTEX 1 100 100 0.0 0.0015 100 7692 -87 2261.011897929155 2276.501963336205 100 GTEX 1 100 100 0.0 0.0015 100 7692 -88 2261.438819860271 2277.3746908789803 100 GTEX 1 100 100 0.0 0.0015 100 7692 -89 2261.0764370333295 2276.193948840007 100 GTEX 1 100 100 0.0 0.0015 100 7692 -90 2261.351354927602 2276.2958919394605 100 GTEX 1 100 100 0.0 0.0015 100 7692 -91 2261.4529734404296 2276.8669192238 100 GTEX 1 100 100 0.0 0.0015 100 7692 -92 2261.217559753205 2274.4692949070222 100 GTEX 1 100 100 0.0 0.0015 100 7692 -93 2261.1229705665487 2274.64411166231 100 GTEX 1 100 100 0.0 0.0015 100 7692 -94 2260.4210208559584 2279.868130644011 100 GTEX 1 100 100 0.0 0.0015 100 7692 -95 2261.0033613627847 2276.124768855454 100 GTEX 1 100 100 0.0 0.0015 100 7692 -96 2261.740459251545 2274.2495107904588 100 GTEX 1 100 100 0.0 0.0015 100 7692 -97 2260.4107584394724 2276.8830807762 100 GTEX 1 100 100 0.0 0.0015 100 7692 -98 2260.2643098074645 2273.2329277937856 100 GTEX 1 100 100 0.0 0.0015 100 7692 -99 2260.330690965162 2276.247478760694 100 GTEX 1 100 100 0.0 0.0015 100 7692 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index 031dbb87f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3001.5594875569 3308.6629457655063 100 GTEX 1 100 100 1.0 0.0015 100 7493 -1 2478.112240164436 2530.4239562292064 100 GTEX 1 100 100 1.0 0.0015 100 7493 -2 2422.104804977364 2448.740114625416 100 GTEX 1 100 100 1.0 0.0015 100 7493 -3 2390.4229033717866 2385.1069280240017 100 GTEX 1 100 100 1.0 0.0015 100 7493 -4 2370.454772994349 2373.6656081050974 100 GTEX 1 100 100 1.0 0.0015 100 7493 -5 2356.621863126931 2387.831457565946 100 GTEX 1 100 100 1.0 0.0015 100 7493 -6 2346.281135189177 2348.4270325867396 100 GTEX 1 100 100 1.0 0.0015 100 7493 -7 2338.0282119488256 2339.1321311341494 100 GTEX 1 100 100 1.0 0.0015 100 7493 -8 2332.2913438622318 2347.295596742811 100 GTEX 1 100 100 1.0 0.0015 100 7493 -9 2327.964009746851 2335.6415969210434 100 GTEX 1 100 100 1.0 0.0015 100 7493 -10 2322.730516768363 2330.883889317966 100 GTEX 1 100 100 1.0 0.0015 100 7493 -11 2318.793836484631 2325.034766367633 100 GTEX 1 100 100 1.0 0.0015 100 7493 -12 2315.36535988809 2315.6894893283625 100 GTEX 1 100 100 1.0 0.0015 100 7493 -13 2311.5972207322147 2313.128922030953 100 GTEX 1 100 100 1.0 0.0015 100 7493 -14 2309.707502123949 2308.6847875326757 100 GTEX 1 100 100 1.0 0.0015 100 7493 -15 2307.5071646131382 2321.958448750891 100 GTEX 1 100 100 1.0 0.0015 100 7493 -16 2304.243494337031 2305.8512004663735 100 GTEX 1 100 100 1.0 0.0015 100 7493 -17 2303.2621854204076 2304.817751344166 100 GTEX 1 100 100 1.0 0.0015 100 7493 -18 2300.751479723769 2301.0007082863 100 GTEX 1 100 100 1.0 0.0015 100 7493 -19 2299.1104193349265 2301.3050068322245 100 GTEX 1 100 100 1.0 0.0015 100 7493 -20 2297.393835215832 2301.428453800796 100 GTEX 1 100 100 1.0 0.0015 100 7493 -21 2295.0450736150906 2298.523715059114 100 GTEX 1 100 100 1.0 0.0015 100 7493 -22 2294.0741513644025 2296.232894375297 100 GTEX 1 100 100 1.0 0.0015 100 7493 -23 2292.23306465572 2293.36627963106 100 GTEX 1 100 100 1.0 0.0015 100 7493 -24 2291.4670385657087 2294.8757741949858 100 GTEX 1 100 100 1.0 0.0015 100 7493 -25 2289.4038161755966 2298.1167279957817 100 GTEX 1 100 100 1.0 0.0015 100 7493 -26 2288.9028111167 2295.1130417508316 100 GTEX 1 100 100 1.0 0.0015 100 7493 -27 2287.677635269431 2294.68265153428 100 GTEX 1 100 100 1.0 0.0015 100 7493 -28 2287.2360461009293 2289.83095164716 100 GTEX 1 100 100 1.0 0.0015 100 7493 -29 2285.3252854178495 2287.5918785646386 100 GTEX 1 100 100 1.0 0.0015 100 7493 -30 2284.5779665806635 2288.507478315114 100 GTEX 1 100 100 1.0 0.0015 100 7493 -31 2283.1948067082944 2289.015173850404 100 GTEX 1 100 100 1.0 0.0015 100 7493 -32 2282.4707132083404 2297.3365993717325 100 GTEX 1 100 100 1.0 0.0015 100 7493 -33 2281.874294243532 2284.359941257723 100 GTEX 1 100 100 1.0 0.0015 100 7493 -34 2281.913890129034 2286.0777731775784 100 GTEX 1 100 100 1.0 0.0015 100 7493 -35 2281.4824105795956 2283.649788163914 100 GTEX 1 100 100 1.0 0.0015 100 7493 -36 2280.0906590048407 2282.865257582284 100 GTEX 1 100 100 1.0 0.0015 100 7493 -37 2278.9888486506584 2290.798692594463 100 GTEX 1 100 100 1.0 0.0015 100 7493 -38 2277.929337703503 2282.2912337734674 100 GTEX 1 100 100 1.0 0.0015 100 7493 -39 2277.76111431692 2282.1738132723385 100 GTEX 1 100 100 1.0 0.0015 100 7493 -40 2277.1840916503957 2281.8896020229326 100 GTEX 1 100 100 1.0 0.0015 100 7493 -41 2276.5567619087606 2278.1217741875594 100 GTEX 1 100 100 1.0 0.0015 100 7493 -42 2275.636792660112 2280.1892377614067 100 GTEX 1 100 100 1.0 0.0015 100 7493 -43 2274.9323283036633 2280.3274965467563 100 GTEX 1 100 100 1.0 0.0015 100 7493 -44 2275.2187732355237 2279.787540102186 100 GTEX 1 100 100 1.0 0.0015 100 7493 -45 2274.8933170456007 2276.9138619890687 100 GTEX 1 100 100 1.0 0.0015 100 7493 -46 2273.2895757446095 2280.3022451654588 100 GTEX 1 100 100 1.0 0.0015 100 7493 -47 2273.651978686655 2277.114671830442 100 GTEX 1 100 100 1.0 0.0015 100 7493 -48 2272.768177322995 2279.5138092621196 100 GTEX 1 100 100 1.0 0.0015 100 7493 -49 2272.4419645472844 2275.7700464516993 100 GTEX 1 100 100 1.0 0.0015 100 7493 -50 2271.980485228912 2277.195589130822 100 GTEX 1 100 100 1.0 0.0015 100 7493 -51 2271.3899664108712 2276.7544576550617 100 GTEX 1 100 100 1.0 0.0015 100 7493 -52 2270.9525480317734 2276.902078258674 100 GTEX 1 100 100 1.0 0.0015 100 7493 -53 2270.6722107675014 2275.5298473517705 100 GTEX 1 100 100 1.0 0.0015 100 7493 -54 2270.13518216238 2272.6160958293726 100 GTEX 1 100 100 1.0 0.0015 100 7493 -55 2269.8526550080214 2279.3152208219462 100 GTEX 1 100 100 1.0 0.0015 100 7493 -56 2269.743399512369 2272.085984842859 100 GTEX 1 100 100 1.0 0.0015 100 7493 -57 2269.631884781098 2271.6813528546813 100 GTEX 1 100 100 1.0 0.0015 100 7493 -58 2268.2245941855176 2272.591871138308 100 GTEX 1 100 100 1.0 0.0015 100 7493 -59 2268.4428755809654 2273.4805198060244 100 GTEX 1 100 100 1.0 0.0015 100 7493 -60 2268.5078275347505 2271.5353957491684 100 GTEX 1 100 100 1.0 0.0015 100 7493 -61 2268.61214706761 2271.9553983855158 100 GTEX 1 100 100 1.0 0.0015 100 7493 -62 2268.0853930254025 2271.166968980216 100 GTEX 1 100 100 1.0 0.0015 100 7493 -63 2267.255384142779 2270.8891109568085 100 GTEX 1 100 100 1.0 0.0015 100 7493 -64 2266.915249884261 2270.235985585492 100 GTEX 1 100 100 1.0 0.0015 100 7493 -65 2268.0920972089725 2274.5356501009983 100 GTEX 1 100 100 1.0 0.0015 100 7493 -66 2266.2279670500156 2270.149390855216 100 GTEX 1 100 100 1.0 0.0015 100 7493 -67 2266.923537797002 2269.110405403398 100 GTEX 1 100 100 1.0 0.0015 100 7493 -68 2265.9935200740483 2269.9464951431796 100 GTEX 1 100 100 1.0 0.0015 100 7493 -69 2266.0081444765783 2269.183049771269 100 GTEX 1 100 100 1.0 0.0015 100 7493 -70 2265.6991495334123 2274.2557275576282 100 GTEX 1 100 100 1.0 0.0015 100 7493 -71 2265.581709098876 2270.5534408047174 100 GTEX 1 100 100 1.0 0.0015 100 7493 -72 2265.4246330644028 2267.188720703125 100 GTEX 1 100 100 1.0 0.0015 100 7493 -73 2264.825390145332 2269.9109833575926 100 GTEX 1 100 100 1.0 0.0015 100 7493 -74 2264.828221449344 2267.204677103137 100 GTEX 1 100 100 1.0 0.0015 100 7493 -75 2264.7680897191394 2270.562644813451 100 GTEX 1 100 100 1.0 0.0015 100 7493 -76 2264.189951902208 2271.5516640550736 100 GTEX 1 100 100 1.0 0.0015 100 7493 -77 2264.535147146626 2268.397015357652 100 GTEX 1 100 100 1.0 0.0015 100 7493 -78 2263.9639727917947 2267.930522962215 100 GTEX 1 100 100 1.0 0.0015 100 7493 -79 2263.988671044607 2270.5042070163972 100 GTEX 1 100 100 1.0 0.0015 100 7493 -80 2263.3682749018794 2267.8356970725404 100 GTEX 1 100 100 1.0 0.0015 100 7493 -81 2263.2750844885936 2268.390302882902 100 GTEX 1 100 100 1.0 0.0015 100 7493 -82 2263.703090520649 2267.4394224913854 100 GTEX 1 100 100 1.0 0.0015 100 7493 -83 2263.2713959974863 2265.6873579714234 100 GTEX 1 100 100 1.0 0.0015 100 7493 -84 2262.765837059613 2268.5963947020555 100 GTEX 1 100 100 1.0 0.0015 100 7493 -85 2262.5764904157204 2267.1681516233957 100 GTEX 1 100 100 1.0 0.0015 100 7493 -86 2262.5348685008616 2266.304965987405 100 GTEX 1 100 100 1.0 0.0015 100 7493 -87 2263.0399759835977 2265.5590439713046 100 GTEX 1 100 100 1.0 0.0015 100 7493 -88 2263.2957788042095 2266.9792758956155 100 GTEX 1 100 100 1.0 0.0015 100 7493 -89 2261.990222022263 2264.6923410393892 100 GTEX 1 100 100 1.0 0.0015 100 7493 -90 2261.719426976397 2265.674383243227 100 GTEX 1 100 100 1.0 0.0015 100 7493 -91 2262.1632825755337 2265.5989122281962 100 GTEX 1 100 100 1.0 0.0015 100 7493 -92 2261.9998133937297 2266.8999329773646 100 GTEX 1 100 100 1.0 0.0015 100 7493 -93 2261.4328824747727 2264.9655492514257 100 GTEX 1 100 100 1.0 0.0015 100 7493 -94 2262.0127910139745 2266.745583189758 100 GTEX 1 100 100 1.0 0.0015 100 7493 -95 2262.3472688021548 2270.7206882723385 100 GTEX 1 100 100 1.0 0.0015 100 7493 -96 2261.2214782527876 2266.460218074204 100 GTEX 1 100 100 1.0 0.0015 100 7493 -97 2260.8688690710987 2267.348466648348 100 GTEX 1 100 100 1.0 0.0015 100 7493 -98 2261.134941296906 2265.5129088195104 100 GTEX 1 100 100 1.0 0.0015 100 7493 -99 2260.722182797192 2264.4368928974573 100 GTEX 1 100 100 1.0 0.0015 100 7493 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 5c4bf1519..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3009.5685092583117 3084.206973695936 100 GTEX 1 50 100 0.5 0.0015 100 4798 -1 2481.0718177544777 2568.8861023645436 100 GTEX 1 50 100 0.5 0.0015 100 4798 -2 2421.7015563829455 2433.661177370485 100 GTEX 1 50 100 0.5 0.0015 100 4798 -3 2392.10763344463 2436.3510120232295 100 GTEX 1 50 100 0.5 0.0015 100 4798 -4 2371.6955163846287 2351.806388129753 100 GTEX 1 50 100 0.5 0.0015 100 4798 -5 2357.52236074881 2346.8981441599335 100 GTEX 1 50 100 0.5 0.0015 100 4798 -6 2346.9718762223793 2336.7602576194154 100 GTEX 1 50 100 0.5 0.0015 100 4798 -7 2341.1424326773267 2332.9895585788972 100 GTEX 1 50 100 0.5 0.0015 100 4798 -8 2334.946564613633 2318.0752463685244 100 GTEX 1 50 100 0.5 0.0015 100 4798 -9 2329.1384235566225 2329.727785059708 100 GTEX 1 50 100 0.5 0.0015 100 4798 -10 2324.7967030932286 2309.813263983781 100 GTEX 1 50 100 0.5 0.0015 100 4798 -11 2320.6881503883556 2304.827869719879 100 GTEX 1 50 100 0.5 0.0015 100 4798 -12 2317.954121626027 2302.0650463031725 100 GTEX 1 50 100 0.5 0.0015 100 4798 -13 2313.808644888783 2301.595135938985 100 GTEX 1 50 100 0.5 0.0015 100 4798 -14 2312.129637640331 2296.4265498752375 100 GTEX 1 50 100 0.5 0.0015 100 4798 -15 2308.25940138689 2298.637739870485 100 GTEX 1 50 100 0.5 0.0015 100 4798 -16 2306.2821145368453 2292.5431154200332 100 GTEX 1 50 100 0.5 0.0015 100 4798 -17 2304.3329734363033 2291.4577024046457 100 GTEX 1 50 100 0.5 0.0015 100 4798 -18 2302.1205254983183 2289.650189185777 100 GTEX 1 50 100 0.5 0.0015 100 4798 -19 2300.0284238794957 2287.207029393417 100 GTEX 1 50 100 0.5 0.0015 100 4798 -20 2298.7223265428183 2283.6481673672174 100 GTEX 1 50 100 0.5 0.0015 100 4798 -21 2297.205762347992 2285.8508681380704 100 GTEX 1 50 100 0.5 0.0015 100 4798 -22 2295.213804211752 2283.0057442668726 100 GTEX 1 50 100 0.5 0.0015 100 4798 -23 2294.6146756650983 2279.3240210239424 100 GTEX 1 50 100 0.5 0.0015 100 4798 -24 2292.2481915490157 2277.8876897427517 100 GTEX 1 50 100 0.5 0.0015 100 4798 -25 2291.473361000713 2277.3203134282912 100 GTEX 1 50 100 0.5 0.0015 100 4798 -26 2290.5517440929675 2278.1150041587453 100 GTEX 1 50 100 0.5 0.0015 100 4798 -27 2289.232188746105 2275.27899425202 100 GTEX 1 50 100 0.5 0.0015 100 4798 -28 2288.472651736996 2274.1398665859674 100 GTEX 1 50 100 0.5 0.0015 100 4798 -29 2286.485530174306 2274.6729917344937 100 GTEX 1 50 100 0.5 0.0015 100 4798 -30 2286.1322972696685 2275.4216447837453 100 GTEX 1 50 100 0.5 0.0015 100 4798 -31 2285.4520018293397 2273.1885517540995 100 GTEX 1 50 100 0.5 0.0015 100 4798 -32 2284.534897461453 2272.7834379827113 100 GTEX 1 50 100 0.5 0.0015 100 4798 -33 2283.2665530799422 2269.439246116029 100 GTEX 1 50 100 0.5 0.0015 100 4798 -34 2282.8124512853447 2270.0833429256772 100 GTEX 1 50 100 0.5 0.0015 100 4798 -35 2283.0507941442975 2268.8158696975997 100 GTEX 1 50 100 0.5 0.0015 100 4798 -36 2281.151775575684 2267.5924661730633 100 GTEX 1 50 100 0.5 0.0015 100 4798 -37 2279.9274516030605 2267.5207482399596 100 GTEX 1 50 100 0.5 0.0015 100 4798 -38 2279.6438292586668 2269.0054685643418 100 GTEX 1 50 100 0.5 0.0015 100 4798 -39 2278.677040120245 2268.2825913810007 100 GTEX 1 50 100 0.5 0.0015 100 4798 -40 2278.4335617979314 2266.030214955145 100 GTEX 1 50 100 0.5 0.0015 100 4798 -41 2277.608965554484 2264.9474290042776 100 GTEX 1 50 100 0.5 0.0015 100 4798 -42 2277.657735732512 2265.0779783299668 100 GTEX 1 50 100 0.5 0.0015 100 4798 -43 2277.461173439852 2265.160172030953 100 GTEX 1 50 100 0.5 0.0015 100 4798 -44 2276.780550458583 2263.0752454402327 100 GTEX 1 50 100 0.5 0.0015 100 4798 -45 2275.871874577067 2265.237771618049 100 GTEX 1 50 100 0.5 0.0015 100 4798 -46 2275.7932784968098 2263.946780128624 100 GTEX 1 50 100 0.5 0.0015 100 4798 -47 2275.0250754110084 2264.71885304034 100 GTEX 1 50 100 0.5 0.0015 100 4798 -48 2274.511517444231 2263.679817460789 100 GTEX 1 50 100 0.5 0.0015 100 4798 -49 2273.396740790996 2264.5135335595887 100 GTEX 1 50 100 0.5 0.0015 100 4798 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index b150216c1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3000.8152010973977 2933.620889525903 100 GTEX 1 50 100 0.0 0.0015 100 9976 -1 2479.896811271225 2601.8599950986218 100 GTEX 1 50 100 0.0 0.0015 100 9976 -2 2419.5518882512115 2440.3265227691304 100 GTEX 1 50 100 0.0 0.0015 100 9976 -3 2388.2313723823545 2412.945513939223 100 GTEX 1 50 100 0.0 0.0015 100 9976 -4 2368.569133161781 2378.739968883674 100 GTEX 1 50 100 0.0 0.0015 100 9976 -5 2354.8297507387915 2373.946381891635 100 GTEX 1 50 100 0.0 0.0015 100 9976 -6 2344.1044469800936 2351.5706327605158 100 GTEX 1 50 100 0.0 0.0015 100 9976 -7 2337.3404198414146 2344.140226763011 100 GTEX 1 50 100 0.0 0.0015 100 9976 -8 2331.770697307093 2341.251651430311 100 GTEX 1 50 100 0.0 0.0015 100 9976 -9 2326.1776141227833 2339.4647592754873 100 GTEX 1 50 100 0.0 0.0015 100 9976 -10 2322.119473246293 2328.5110002524953 100 GTEX 1 50 100 0.0 0.0015 100 9976 -11 2318.9130099127233 2327.293332640209 100 GTEX 1 50 100 0.0 0.0015 100 9976 -12 2314.948351660084 2324.768846170984 100 GTEX 1 50 100 0.0 0.0015 100 9976 -13 2311.733625145035 2321.6501372014613 100 GTEX 1 50 100 0.0 0.0015 100 9976 -14 2309.236122254649 2331.450004084482 100 GTEX 1 50 100 0.0 0.0015 100 9976 -15 2306.538127792389 2319.1418252807152 100 GTEX 1 50 100 0.0 0.0015 100 9976 -16 2304.573140735169 2315.2439902418014 100 GTEX 1 50 100 0.0 0.0015 100 9976 -17 2301.8057387204813 2311.976488236692 100 GTEX 1 50 100 0.0 0.0015 100 9976 -18 2300.185635665131 2312.2591947258197 100 GTEX 1 50 100 0.0 0.0015 100 9976 -19 2298.3248670494795 2308.653143008852 100 GTEX 1 50 100 0.0 0.0015 100 9976 -20 2296.724698165131 2308.738849364306 100 GTEX 1 50 100 0.0 0.0015 100 9976 -21 2295.019931617931 2302.9687435019605 100 GTEX 1 50 100 0.0 0.0015 100 9976 -22 2293.300645498838 2302.481099988118 100 GTEX 1 50 100 0.0 0.0015 100 9976 -23 2292.0822483383895 2301.482223220651 100 GTEX 1 50 100 0.0 0.0015 100 9976 -24 2290.200867543795 2300.7508076134745 100 GTEX 1 50 100 0.0 0.0015 100 9976 -25 2289.2301227444264 2301.8385961264257 100 GTEX 1 50 100 0.0 0.0015 100 9976 -26 2288.46240546417 2298.053723933579 100 GTEX 1 50 100 0.0 0.0015 100 9976 -27 2286.858830241728 2302.4398912785173 100 GTEX 1 50 100 0.0 0.0015 100 9976 -28 2286.0253038721676 2311.0672110786004 100 GTEX 1 50 100 0.0 0.0015 100 9976 -29 2285.349862490056 2294.306736239009 100 GTEX 1 50 100 0.0 0.0015 100 9976 -30 2283.5312668657407 2300.5398988905063 100 GTEX 1 50 100 0.0 0.0015 100 9976 -31 2282.6306479601017 2292.873400554004 100 GTEX 1 50 100 0.0 0.0015 100 9976 -32 2282.886857157387 2293.1779432405538 100 GTEX 1 50 100 0.0 0.0015 100 9976 -33 2281.5457466458324 2294.344068403933 100 GTEX 1 50 100 0.0 0.0015 100 9976 -34 2281.052445130123 2290.3597574560363 100 GTEX 1 50 100 0.0 0.0015 100 9976 -35 2279.7245846179494 2289.9305433846243 100 GTEX 1 50 100 0.0 0.0015 100 9976 -36 2278.4333478041735 2290.212747668132 100 GTEX 1 50 100 0.0 0.0015 100 9976 -37 2278.7493530415277 2288.4130135307746 100 GTEX 1 50 100 0.0 0.0015 100 9976 -38 2277.8121808661417 2288.405194532735 100 GTEX 1 50 100 0.0 0.0015 100 9976 -39 2276.3240378687974 2287.3373587140563 100 GTEX 1 50 100 0.0 0.0015 100 9976 -40 2277.2489244092967 2286.9292131431203 100 GTEX 1 50 100 0.0 0.0015 100 9976 -41 2276.342214985484 2285.6190542939044 100 GTEX 1 50 100 0.0 0.0015 100 9976 -42 2274.9573427246455 2287.485863979325 100 GTEX 1 50 100 0.0 0.0015 100 9976 -43 2274.4151219728315 2287.686539218453 100 GTEX 1 50 100 0.0 0.0015 100 9976 -44 2273.836008031806 2284.124002086799 100 GTEX 1 50 100 0.0 0.0015 100 9976 -45 2273.666547102146 2284.011042025606 100 GTEX 1 50 100 0.0 0.0015 100 9976 -46 2273.5015599778753 2283.8710501203063 100 GTEX 1 50 100 0.0 0.0015 100 9976 -47 2272.3772640065076 2284.860884401735 100 GTEX 1 50 100 0.0 0.0015 100 9976 -48 2272.500863995285 2282.596668548004 100 GTEX 1 50 100 0.0 0.0015 100 9976 -49 2272.254098426607 2284.908800016338 100 GTEX 1 50 100 0.0 0.0015 100 9976 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index f5d409722..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3004.2673841689802 3103.7600710328543 100 GTEX 1 50 100 1.0 0.0015 100 3634 -1 2482.362535985405 2524.763268996554 100 GTEX 1 50 100 1.0 0.0015 100 3634 -2 2422.3293818071575 2382.595381007902 100 GTEX 1 50 100 1.0 0.0015 100 3634 -3 2389.844749772235 2410.7628029942966 100 GTEX 1 50 100 1.0 0.0015 100 3634 -4 2372.127089005105 2345.580813331749 100 GTEX 1 50 100 1.0 0.0015 100 3634 -5 2358.059707456246 2328.2280180608363 100 GTEX 1 50 100 1.0 0.0015 100 3634 -6 2347.664599573271 2319.8230593141043 100 GTEX 1 50 100 1.0 0.0015 100 3634 -7 2340.824644803371 2314.4698555949976 100 GTEX 1 50 100 1.0 0.0015 100 3634 -8 2334.7450963761044 2309.0142334912666 100 GTEX 1 50 100 1.0 0.0015 100 3634 -9 2329.8727215518793 2299.797386488534 100 GTEX 1 50 100 1.0 0.0015 100 3634 -10 2325.566004231599 2299.561689601652 100 GTEX 1 50 100 1.0 0.0015 100 3634 -11 2321.5102014522486 2296.156839465007 100 GTEX 1 50 100 1.0 0.0015 100 3634 -12 2317.4801181024795 2298.647615033864 100 GTEX 1 50 100 1.0 0.0015 100 3634 -13 2314.5115359604415 2292.0911025130704 100 GTEX 1 50 100 1.0 0.0015 100 3634 -14 2313.089077029294 2290.653986825689 100 GTEX 1 50 100 1.0 0.0015 100 3634 -15 2309.085192544868 2290.8024085447364 100 GTEX 1 50 100 1.0 0.0015 100 3634 -16 2307.280927178373 2282.633945015447 100 GTEX 1 50 100 1.0 0.0015 100 3634 -17 2305.352290022042 2279.6833551791233 100 GTEX 1 50 100 1.0 0.0015 100 3634 -18 2302.5701108847675 2280.7192670582817 100 GTEX 1 50 100 1.0 0.0015 100 3634 -19 2301.088120839784 2276.64330033567 100 GTEX 1 50 100 1.0 0.0015 100 3634 -20 2299.1457652600398 2278.634895585789 100 GTEX 1 50 100 1.0 0.0015 100 3634 -21 2298.227892443612 2273.3460939356582 100 GTEX 1 50 100 1.0 0.0015 100 3634 -22 2296.917620165567 2270.558747846364 100 GTEX 1 50 100 1.0 0.0015 100 3634 -23 2295.2167401658803 2271.9432526214946 100 GTEX 1 50 100 1.0 0.0015 100 3634 -24 2293.2664613499114 2269.3011980528163 100 GTEX 1 50 100 1.0 0.0015 100 3634 -25 2292.630612629727 2269.847009230929 100 GTEX 1 50 100 1.0 0.0015 100 3634 -26 2292.309144697535 2266.6607494281725 100 GTEX 1 50 100 1.0 0.0015 100 3634 -27 2290.613935687165 2266.2631770957105 100 GTEX 1 50 100 1.0 0.0015 100 3634 -28 2289.13987909069 2265.6345177712096 100 GTEX 1 50 100 1.0 0.0015 100 3634 -29 2287.939371143058 2264.1080948862286 100 GTEX 1 50 100 1.0 0.0015 100 3634 -30 2287.153253391097 2266.36905150903 100 GTEX 1 50 100 1.0 0.0015 100 3634 -31 2286.4557502531406 2261.0484930118228 100 GTEX 1 50 100 1.0 0.0015 100 3634 -32 2285.7909549186484 2260.2538802578424 100 GTEX 1 50 100 1.0 0.0015 100 3634 -33 2284.9747135867105 2263.91559603731 100 GTEX 1 50 100 1.0 0.0015 100 3634 -34 2283.0210388770283 2262.3076236855395 100 GTEX 1 50 100 1.0 0.0015 100 3634 -35 2283.087992025754 2259.7762251589234 100 GTEX 1 50 100 1.0 0.0015 100 3634 -36 2281.972560961143 2259.2880469492634 100 GTEX 1 50 100 1.0 0.0015 100 3634 -37 2281.440842846574 2258.0924856671813 100 GTEX 1 50 100 1.0 0.0015 100 3634 -38 2281.1705370877125 2256.969293978731 100 GTEX 1 50 100 1.0 0.0015 100 3634 -39 2280.697302863731 2256.262118843572 100 GTEX 1 50 100 1.0 0.0015 100 3634 -40 2279.6509123540573 2258.033525242098 100 GTEX 1 50 100 1.0 0.0015 100 3634 -41 2279.388424485012 2259.626724765328 100 GTEX 1 50 100 1.0 0.0015 100 3634 -42 2279.18504722098 2257.098931722315 100 GTEX 1 50 100 1.0 0.0015 100 3634 -43 2277.8171157973916 2259.1627814579374 100 GTEX 1 50 100 1.0 0.0015 100 3634 -44 2276.9744876270447 2253.8027278769605 100 GTEX 1 50 100 1.0 0.0015 100 3634 -45 2276.235512173867 2261.0540933935363 100 GTEX 1 50 100 1.0 0.0015 100 3634 -46 2277.1843141801787 2253.5301787517824 100 GTEX 1 50 100 1.0 0.0015 100 3634 -47 2275.851045077638 2252.7783908626425 100 GTEX 1 50 100 1.0 0.0015 100 3634 -48 2275.723359350243 2252.8660707655063 100 GTEX 1 50 100 1.0 0.0015 100 3634 -49 2275.2798832818526 2252.9607973280063 100 GTEX 1 50 100 1.0 0.0015 100 3634 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 506f51038..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3212.6114143362715 3930.64673872683 150 GTEX 1 100 100 0.5 0.0015 100 1850 -1 2520.714651341296 2682.5540504600613 150 GTEX 1 100 100 0.5 0.0015 100 1850 -2 2452.1182876414455 2659.9741670441717 150 GTEX 1 100 100 0.5 0.0015 100 1850 -3 2416.2874158982354 2462.922567273274 150 GTEX 1 100 100 0.5 0.0015 100 1850 -4 2392.844148691672 2421.6119171258615 150 GTEX 1 100 100 0.5 0.0015 100 1850 -5 2376.2191144186304 2414.2222668317786 150 GTEX 1 100 100 0.5 0.0015 100 1850 -6 2364.4061612356572 2404.7045506234404 150 GTEX 1 100 100 0.5 0.0015 100 1850 -7 2354.9436377113016 2385.628690422261 150 GTEX 1 100 100 0.5 0.0015 100 1850 -8 2346.717149869283 2381.3196462188835 150 GTEX 1 100 100 0.5 0.0015 100 1850 -9 2340.6967690398224 2371.380585064906 150 GTEX 1 100 100 0.5 0.0015 100 1850 -10 2335.229355250063 2360.712057019368 150 GTEX 1 100 100 0.5 0.0015 100 1850 -11 2331.747520942402 2357.827646929955 150 GTEX 1 100 100 0.5 0.0015 100 1850 -12 2326.903685711097 2356.7213218311845 150 GTEX 1 100 100 0.5 0.0015 100 1850 -13 2324.27784982538 2350.6355087222255 150 GTEX 1 100 100 0.5 0.0015 100 1850 -14 2320.5760401468588 2346.0488241797616 150 GTEX 1 100 100 0.5 0.0015 100 1850 -15 2317.951994041184 2357.884200063495 150 GTEX 1 100 100 0.5 0.0015 100 1850 -16 2314.562171659614 2343.762465792464 150 GTEX 1 100 100 0.5 0.0015 100 1850 -17 2312.537455870557 2344.3864031309413 150 GTEX 1 100 100 0.5 0.0015 100 1850 -18 2311.369108543988 2337.3947888508496 150 GTEX 1 100 100 0.5 0.0015 100 1850 -19 2307.731841554256 2335.068573346156 150 GTEX 1 100 100 0.5 0.0015 100 1850 -20 2306.3262565131677 2341.395957801732 150 GTEX 1 100 100 0.5 0.0015 100 1850 -21 2304.4365078354003 2341.127874222092 150 GTEX 1 100 100 0.5 0.0015 100 1850 -22 2302.8490915915977 2331.9300121699 150 GTEX 1 100 100 0.5 0.0015 100 1850 -23 2301.0232627822716 2332.0759481567848 150 GTEX 1 100 100 0.5 0.0015 100 1850 -24 2299.7203810254537 2328.6915294806768 150 GTEX 1 100 100 0.5 0.0015 100 1850 -25 2298.0697394774284 2330.748852167746 150 GTEX 1 100 100 0.5 0.0015 100 1850 -26 2295.907848506036 2327.646814382575 150 GTEX 1 100 100 0.5 0.0015 100 1850 -27 2295.100788739008 2326.31187758065 150 GTEX 1 100 100 0.5 0.0015 100 1850 -28 2294.48598939181 2322.9129736142468 150 GTEX 1 100 100 0.5 0.0015 100 1850 -29 2293.7680021410724 2320.1646756364366 150 GTEX 1 100 100 0.5 0.0015 100 1850 -30 2291.424530374219 2320.4873195401615 150 GTEX 1 100 100 0.5 0.0015 100 1850 -31 2290.1753299495945 2318.2556303191095 150 GTEX 1 100 100 0.5 0.0015 100 1850 -32 2289.67801309813 2320.239712675261 150 GTEX 1 100 100 0.5 0.0015 100 1850 -33 2288.5326626476344 2317.023059221275 150 GTEX 1 100 100 0.5 0.0015 100 1850 -34 2286.997830843943 2318.7989655121196 150 GTEX 1 100 100 0.5 0.0015 100 1850 -35 2287.184932822774 2316.8852687589115 150 GTEX 1 100 100 0.5 0.0015 100 1850 -36 2286.4421638157546 2315.670791219849 150 GTEX 1 100 100 0.5 0.0015 100 1850 -37 2285.2130189490467 2314.016702746257 150 GTEX 1 100 100 0.5 0.0015 100 1850 -38 2283.898835211706 2313.167321730929 150 GTEX 1 100 100 0.5 0.0015 100 1850 -39 2283.641909400954 2312.1535591154498 150 GTEX 1 100 100 0.5 0.0015 100 1850 -40 2283.051944444559 2312.5202861829403 150 GTEX 1 100 100 0.5 0.0015 100 1850 -41 2281.78929444262 2313.6723335759266 150 GTEX 1 100 100 0.5 0.0015 100 1850 -42 2281.80629051904 2313.815613025042 150 GTEX 1 100 100 0.5 0.0015 100 1850 -43 2280.414983204404 2310.5115623329075 150 GTEX 1 100 100 0.5 0.0015 100 1850 -44 2279.836940779484 2313.8452324812856 150 GTEX 1 100 100 0.5 0.0015 100 1850 -45 2280.383627239069 2309.3534260448846 150 GTEX 1 100 100 0.5 0.0015 100 1850 -46 2279.0726052350024 2309.5283653346305 150 GTEX 1 100 100 0.5 0.0015 100 1850 -47 2278.13540804468 2316.986812228939 150 GTEX 1 100 100 0.5 0.0015 100 1850 -48 2277.5934492534097 2310.074896402685 150 GTEX 1 100 100 0.5 0.0015 100 1850 -49 2276.575223628377 2307.7865134119534 150 GTEX 1 100 100 0.5 0.0015 100 1850 -50 2276.2625918486583 2306.862637015803 150 GTEX 1 100 100 0.5 0.0015 100 1850 -51 2276.2250660910104 2305.064693088314 150 GTEX 1 100 100 0.5 0.0015 100 1850 -52 2275.515747005841 2304.563977607756 150 GTEX 1 100 100 0.5 0.0015 100 1850 -53 2275.1161586124417 2313.1408997742396 150 GTEX 1 100 100 0.5 0.0015 100 1850 -54 2274.64743837248 2307.6583182331274 150 GTEX 1 100 100 0.5 0.0015 100 1850 -55 2274.25187385086 2303.8043393907437 150 GTEX 1 100 100 0.5 0.0015 100 1850 -56 2273.7140226927254 2309.85514732912 150 GTEX 1 100 100 0.5 0.0015 100 1850 -57 2273.0016432492475 2305.629825258436 150 GTEX 1 100 100 0.5 0.0015 100 1850 -58 2272.8238588185854 2302.6495458798718 150 GTEX 1 100 100 0.5 0.0015 100 1850 -59 2272.1510056314037 2301.3897352327413 150 GTEX 1 100 100 0.5 0.0015 100 1850 -60 2271.6596248502196 2302.545506234405 150 GTEX 1 100 100 0.5 0.0015 100 1850 -61 2272.251588139021 2303.0023817635306 150 GTEX 1 100 100 0.5 0.0015 100 1850 -62 2270.5946653403767 2302.300338687099 150 GTEX 1 100 100 0.5 0.0015 100 1850 -63 2270.9563417403465 2300.862003456957 150 GTEX 1 100 100 0.5 0.0015 100 1850 -64 2270.0186614007043 2301.468833082076 150 GTEX 1 100 100 0.5 0.0015 100 1850 -65 2270.153533816275 2302.256731504723 150 GTEX 1 100 100 0.5 0.0015 100 1850 -66 2269.876673215594 2308.6451733955414 150 GTEX 1 100 100 0.5 0.0015 100 1850 -67 2269.617902179322 2301.46849727268 150 GTEX 1 100 100 0.5 0.0015 100 1850 -68 2268.4934813911564 2299.5434454276083 150 GTEX 1 100 100 0.5 0.0015 100 1850 -69 2269.8714558734455 2297.9571157245127 150 GTEX 1 100 100 0.5 0.0015 100 1850 -70 2268.9490537803604 2300.3642670954137 150 GTEX 1 100 100 0.5 0.0015 100 1850 -71 2267.9911858451974 2300.618620781844 150 GTEX 1 100 100 0.5 0.0015 100 1850 -72 2267.933236810062 2299.100388675588 150 GTEX 1 100 100 0.5 0.0015 100 1850 -73 2266.9817081240676 2297.787434741118 150 GTEX 1 100 100 0.5 0.0015 100 1850 -74 2266.94391573814 2296.540427088284 150 GTEX 1 100 100 0.5 0.0015 100 1850 -75 2266.357225520641 2297.1720012476235 150 GTEX 1 100 100 0.5 0.0015 100 1850 -76 2266.7484144656273 2298.9796560309233 150 GTEX 1 100 100 0.5 0.0015 100 1850 -77 2266.041356447066 2296.808012871688 150 GTEX 1 100 100 0.5 0.0015 100 1850 -78 2265.8886965804736 2296.988441380258 150 GTEX 1 100 100 0.5 0.0015 100 1850 -79 2265.8388908098527 2296.9280365338345 150 GTEX 1 100 100 0.5 0.0015 100 1850 -80 2264.9170899262735 2294.8383863325807 150 GTEX 1 100 100 0.5 0.0015 100 1850 -81 2265.136349251017 2296.0210866021566 150 GTEX 1 100 100 0.5 0.0015 100 1850 -82 2264.559933828529 2295.524051564728 150 GTEX 1 100 100 0.5 0.0015 100 1850 -83 2264.8489134955635 2294.5211436920745 150 GTEX 1 100 100 0.5 0.0015 100 1850 -84 2264.666047422337 2297.8985136198908 150 GTEX 1 100 100 0.5 0.0015 100 1850 -85 2264.192947221681 2294.6199960454787 150 GTEX 1 100 100 0.5 0.0015 100 1850 -86 2264.398232738559 2293.4321535059707 150 GTEX 1 100 100 0.5 0.0015 100 1850 -87 2263.452074991583 2292.7501118591076 150 GTEX 1 100 100 0.5 0.0015 100 1850 -88 2263.8172437861867 2292.4381778847583 150 GTEX 1 100 100 0.5 0.0015 100 1850 -89 2262.8296135950454 2298.0529195691242 150 GTEX 1 100 100 0.5 0.0015 100 1850 -90 2263.7380601128016 2297.3341978820104 150 GTEX 1 100 100 0.5 0.0015 100 1850 -91 2262.943138830939 2296.255689497683 150 GTEX 1 100 100 0.5 0.0015 100 1850 -92 2262.5620949385448 2301.9141128598058 150 GTEX 1 100 100 0.5 0.0015 100 1850 -93 2263.130801866434 2298.2011936898466 150 GTEX 1 100 100 0.5 0.0015 100 1850 -94 2262.7906855825663 2292.658719719136 150 GTEX 1 100 100 0.5 0.0015 100 1850 -95 2262.341901963523 2292.0467441109195 150 GTEX 1 100 100 0.5 0.0015 100 1850 -96 2262.328474022839 2296.337033812084 150 GTEX 1 100 100 0.5 0.0015 100 1850 -97 2261.6934036798057 2294.8864957280034 150 GTEX 1 100 100 0.5 0.0015 100 1850 -98 2261.8804094671787 2294.7590591952826 150 GTEX 1 100 100 0.5 0.0015 100 1850 -99 2261.8447661995697 2292.477852592903 150 GTEX 1 100 100 0.5 0.0015 100 1850 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index a9f163079..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3215.47077762825 3560.0927734375 150 GTEX 1 100 100 0.0 0.0015 100 5945 -1 2521.978166963201 2837.3142683950214 150 GTEX 1 100 100 0.0 0.0015 100 5945 -2 2451.917783819988 2462.732558797974 150 GTEX 1 100 100 0.0 0.0015 100 5945 -3 2414.1927131643965 2429.867566242871 150 GTEX 1 100 100 0.0 0.0015 100 5945 -4 2393.3948659343805 2398.56027534978 150 GTEX 1 100 100 0.0 0.0015 100 5945 -5 2378.0164252200902 2407.3721812433164 150 GTEX 1 100 100 0.0 0.0015 100 5945 -6 2365.8442708264565 2386.340966054242 150 GTEX 1 100 100 0.0 0.0015 100 5945 -7 2354.504242301176 2362.3167993813868 150 GTEX 1 100 100 0.0 0.0015 100 5945 -8 2348.0890490744578 2357.460332718186 150 GTEX 1 100 100 0.0 0.0015 100 5945 -9 2340.7957258860138 2351.1027711353377 150 GTEX 1 100 100 0.0 0.0015 100 5945 -10 2336.9098509646174 2350.6937794268356 150 GTEX 1 100 100 0.0 0.0015 100 5945 -11 2333.5579198166574 2339.987274518031 150 GTEX 1 100 100 0.0 0.0015 100 5945 -12 2330.010389631623 2357.221251513115 150 GTEX 1 100 100 0.0 0.0015 100 5945 -13 2326.767501017102 2337.995678339621 150 GTEX 1 100 100 0.0 0.0015 100 5945 -14 2322.9825920281473 2333.067541086175 150 GTEX 1 100 100 0.0 0.0015 100 5945 -15 2318.0817931181177 2330.2611640959185 150 GTEX 1 100 100 0.0 0.0015 100 5945 -16 2316.6577400134183 2334.9822139377375 150 GTEX 1 100 100 0.0 0.0015 100 5945 -17 2314.3239132067315 2326.0806344035914 150 GTEX 1 100 100 0.0 0.0015 100 5945 -18 2311.67486193818 2325.8682220807095 150 GTEX 1 100 100 0.0 0.0015 100 5945 -19 2309.027037923057 2323.834350121792 150 GTEX 1 100 100 0.0 0.0015 100 5945 -20 2308.38920621468 2320.8304603489632 150 GTEX 1 100 100 0.0 0.0015 100 5945 -21 2306.180888810102 2319.739234837289 150 GTEX 1 100 100 0.0 0.0015 100 5945 -22 2304.0897570229563 2317.103459927519 150 GTEX 1 100 100 0.0 0.0015 100 5945 -23 2301.9662973241343 2315.64342217391 150 GTEX 1 100 100 0.0 0.0015 100 5945 -24 2300.939585188393 2323.775190810287 150 GTEX 1 100 100 0.0 0.0015 100 5945 -25 2300.5791881090236 2312.1424848317192 150 GTEX 1 100 100 0.0 0.0015 100 5945 -26 2298.0082433242615 2308.903716228761 150 GTEX 1 100 100 0.0 0.0015 100 5945 -27 2296.982215592032 2313.562542701402 150 GTEX 1 100 100 0.0 0.0015 100 5945 -28 2294.9109094316937 2315.5455312982713 150 GTEX 1 100 100 0.0 0.0015 100 5945 -29 2294.4854641812926 2310.2482427444747 150 GTEX 1 100 100 0.0 0.0015 100 5945 -30 2293.1461147470736 2308.4207464297915 150 GTEX 1 100 100 0.0 0.0015 100 5945 -31 2291.6874775381343 2302.6852948438986 150 GTEX 1 100 100 0.0 0.0015 100 5945 -32 2291.0401079180474 2306.0335962563868 150 GTEX 1 100 100 0.0 0.0015 100 5945 -33 2289.8863049204224 2301.990877680905 150 GTEX 1 100 100 0.0 0.0015 100 5945 -34 2289.2065737087546 2301.8193739974454 150 GTEX 1 100 100 0.0 0.0015 100 5945 -35 2288.841682296274 2301.2599445531578 150 GTEX 1 100 100 0.0 0.0015 100 5945 -36 2286.9499178014335 2300.032424984776 150 GTEX 1 100 100 0.0 0.0015 100 5945 -37 2286.426165654791 2300.9245127398704 150 GTEX 1 100 100 0.0 0.0015 100 5945 -38 2285.721421543668 2297.9657553321053 150 GTEX 1 100 100 0.0 0.0015 100 5945 -39 2285.2347131916295 2303.604084435525 150 GTEX 1 100 100 0.0 0.0015 100 5945 -40 2284.463874640404 2297.1610889507338 150 GTEX 1 100 100 0.0 0.0015 100 5945 -41 2284.045840490528 2296.086462912904 150 GTEX 1 100 100 0.0 0.0015 100 5945 -42 2282.4334761024315 2296.2981609155922 150 GTEX 1 100 100 0.0 0.0015 100 5945 -43 2282.0567545332224 2294.3738185171846 150 GTEX 1 100 100 0.0 0.0015 100 5945 -44 2281.887186039334 2294.0778917667985 150 GTEX 1 100 100 0.0 0.0015 100 5945 -45 2280.734873648265 2293.916402954566 150 GTEX 1 100 100 0.0 0.0015 100 5945 -46 2280.7543631465305 2298.468818461487 150 GTEX 1 100 100 0.0 0.0015 100 5945 -47 2279.668916996623 2295.240391488311 150 GTEX 1 100 100 0.0 0.0015 100 5945 -48 2279.7451042416255 2298.7294726933815 150 GTEX 1 100 100 0.0 0.0015 100 5945 -49 2278.4661942471216 2292.0571892451876 150 GTEX 1 100 100 0.0 0.0015 100 5945 -50 2278.2595804113134 2294.4601247809233 150 GTEX 1 100 100 0.0 0.0015 100 5945 -51 2277.91173559511 2291.7968012008378 150 GTEX 1 100 100 0.0 0.0015 100 5945 -52 2276.300921746263 2291.8376237412367 150 GTEX 1 100 100 0.0 0.0015 100 5945 -53 2276.6060604177255 2292.747385467413 150 GTEX 1 100 100 0.0 0.0015 100 5945 -54 2276.1749807978126 2290.718104141293 150 GTEX 1 100 100 0.0 0.0015 100 5945 -55 2275.42272310951 2289.3297404590217 150 GTEX 1 100 100 0.0 0.0015 100 5945 -56 2274.663923705784 2288.8336200206454 150 GTEX 1 100 100 0.0 0.0015 100 5945 -57 2275.059364210052 2287.080495391962 150 GTEX 1 100 100 0.0 0.0015 100 5945 -58 2274.476122030804 2287.2968480795507 150 GTEX 1 100 100 0.0 0.0015 100 5945 -59 2273.695701804624 2288.0824260058967 150 GTEX 1 100 100 0.0 0.0015 100 5945 -60 2273.377705378304 2291.930051390209 150 GTEX 1 100 100 0.0 0.0015 100 5945 -61 2272.7689425479625 2287.601254075199 150 GTEX 1 100 100 0.0 0.0015 100 5945 -62 2272.8091618469502 2285.4654199868555 150 GTEX 1 100 100 0.0 0.0015 100 5945 -63 2271.8655249608837 2289.1498587140563 150 GTEX 1 100 100 0.0 0.0015 100 5945 -64 2272.058035994276 2287.6334247081454 150 GTEX 1 100 100 0.0 0.0015 100 5945 -65 2271.1392416739977 2283.999648641724 150 GTEX 1 100 100 0.0 0.0015 100 5945 -66 2270.728100248107 2290.330785018863 150 GTEX 1 100 100 0.0 0.0015 100 5945 -67 2270.9733523615337 2286.6493033637566 150 GTEX 1 100 100 0.0 0.0015 100 5945 -68 2270.5950881701733 2288.1212176768954 150 GTEX 1 100 100 0.0 0.0015 100 5945 -69 2269.9516542506617 2285.0806894048537 150 GTEX 1 100 100 0.0 0.0015 100 5945 -70 2270.2459212758795 2283.7418570282794 150 GTEX 1 100 100 0.0 0.0015 100 5945 -71 2269.6239411976717 2284.096977901096 150 GTEX 1 100 100 0.0 0.0015 100 5945 -72 2269.645038356924 2283.2161540332404 150 GTEX 1 100 100 0.0 0.0015 100 5945 -73 2269.29101415505 2282.4525735949383 150 GTEX 1 100 100 0.0 0.0015 100 5945 -74 2268.782597918262 2283.254171973399 150 GTEX 1 100 100 0.0 0.0015 100 5945 -75 2267.718338439819 2283.8014788609494 150 GTEX 1 100 100 0.0 0.0015 100 5945 -76 2268.0858914931473 2282.091504231152 150 GTEX 1 100 100 0.0 0.0015 100 5945 -77 2268.1819387927308 2282.838442958353 150 GTEX 1 100 100 0.0 0.0015 100 5945 -78 2267.5326775018652 2283.7665249784636 150 GTEX 1 100 100 0.0 0.0015 100 5945 -79 2267.7163449298796 2281.2335065834422 150 GTEX 1 100 100 0.0 0.0015 100 5945 -80 2266.619392450626 2281.654149740821 150 GTEX 1 100 100 0.0 0.0015 100 5945 -81 2266.516856456969 2281.2690192973205 150 GTEX 1 100 100 0.0 0.0015 100 5945 -82 2266.683380220437 2285.0944487713136 150 GTEX 1 100 100 0.0 0.0015 100 5945 -83 2266.372331628329 2282.1821730000893 150 GTEX 1 100 100 0.0 0.0015 100 5945 -84 2265.991368505813 2279.05904605996 150 GTEX 1 100 100 0.0 0.0015 100 5945 -85 2267.523887510976 2280.5729799451938 150 GTEX 1 100 100 0.0 0.0015 100 5945 -86 2266.7750815744826 2280.7820592379844 150 GTEX 1 100 100 0.0 0.0015 100 5945 -87 2265.4705022834255 2281.2068312032143 150 GTEX 1 100 100 0.0 0.0015 100 5945 -88 2264.987513600905 2279.774031142318 150 GTEX 1 100 100 0.0 0.0015 100 5945 -89 2264.6268703436112 2279.8492294717653 150 GTEX 1 100 100 0.0 0.0015 100 5945 -90 2264.732889809049 2278.9451108287044 150 GTEX 1 100 100 0.0 0.0015 100 5945 -91 2263.9399336954602 2276.9408817653875 150 GTEX 1 100 100 0.0 0.0015 100 5945 -92 2264.3763258948024 2276.896297324293 150 GTEX 1 100 100 0.0 0.0015 100 5945 -93 2264.18432552716 2278.7931831853016 150 GTEX 1 100 100 0.0 0.0015 100 5945 -94 2264.47856444281 2277.3044609969106 150 GTEX 1 100 100 0.0 0.0015 100 5945 -95 2262.9669366233943 2277.5699193686132 150 GTEX 1 100 100 0.0 0.0015 100 5945 -96 2263.3157099063687 2276.448426453333 150 GTEX 1 100 100 0.0 0.0015 100 5945 -97 2263.5195617579075 2280.0239178907736 150 GTEX 1 100 100 0.0 0.0015 100 5945 -98 2263.859992662629 2278.101740731939 150 GTEX 1 100 100 0.0 0.0015 100 5945 -99 2263.94862881011 2276.430261184054 150 GTEX 1 100 100 0.0 0.0015 100 5945 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index 1bff8f6dd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3212.2636958068156 3773.3309224059826 150 GTEX 1 100 100 1.0 0.0015 100 1885 -1 2526.1984660067124 2742.2045852022934 150 GTEX 1 100 100 1.0 0.0015 100 1885 -2 2455.1278770529784 2507.851172617633 150 GTEX 1 100 100 1.0 0.0015 100 1885 -3 2416.5401502371315 2455.668892399893 150 GTEX 1 100 100 1.0 0.0015 100 1885 -4 2394.247153944912 2417.9514782111455 150 GTEX 1 100 100 1.0 0.0015 100 1885 -5 2377.2893123399044 2397.8374213737225 150 GTEX 1 100 100 1.0 0.0015 100 1885 -6 2364.02551943903 2384.567956496554 150 GTEX 1 100 100 1.0 0.0015 100 1885 -7 2355.6003918267484 2378.6522629886526 150 GTEX 1 100 100 1.0 0.0015 100 1885 -8 2347.2960197212606 2368.011510348592 150 GTEX 1 100 100 1.0 0.0015 100 1885 -9 2341.842232238054 2369.9251527967563 150 GTEX 1 100 100 1.0 0.0015 100 1885 -10 2335.025088743712 2361.1809309462633 150 GTEX 1 100 100 1.0 0.0015 100 1885 -11 2332.0670663348674 2360.1680959259147 150 GTEX 1 100 100 1.0 0.0015 100 1885 -12 2327.532173773247 2353.850792946471 150 GTEX 1 100 100 1.0 0.0015 100 1885 -13 2323.7689187193014 2348.0981477802698 150 GTEX 1 100 100 1.0 0.0015 100 1885 -14 2321.595325579975 2360.4191370046638 150 GTEX 1 100 100 1.0 0.0015 100 1885 -15 2319.1038658341145 2351.2983138515924 150 GTEX 1 100 100 1.0 0.0015 100 1885 -16 2315.753265919196 2338.438265840364 150 GTEX 1 100 100 1.0 0.0015 100 1885 -17 2314.612462565276 2342.469012706452 150 GTEX 1 100 100 1.0 0.0015 100 1885 -18 2312.122887914103 2331.7120779059233 150 GTEX 1 100 100 1.0 0.0015 100 1885 -19 2308.9098878165187 2331.238176817223 150 GTEX 1 100 100 1.0 0.0015 100 1885 -20 2306.2618074111883 2328.109617284042 150 GTEX 1 100 100 1.0 0.0015 100 1885 -21 2305.088317838858 2331.3244239023884 150 GTEX 1 100 100 1.0 0.0015 100 1885 -22 2303.522772076894 2331.3660828332936 150 GTEX 1 100 100 1.0 0.0015 100 1885 -23 2301.33647183968 2332.0823932836265 150 GTEX 1 100 100 1.0 0.0015 100 1885 -24 2300.693481045589 2322.508279430549 150 GTEX 1 100 100 1.0 0.0015 100 1885 -25 2299.3510832705465 2332.728499379901 150 GTEX 1 100 100 1.0 0.0015 100 1885 -26 2297.4239049492235 2335.6302963662965 150 GTEX 1 100 100 1.0 0.0015 100 1885 -27 2295.161149110892 2318.949805430133 150 GTEX 1 100 100 1.0 0.0015 100 1885 -28 2294.587066292574 2315.267690912399 150 GTEX 1 100 100 1.0 0.0015 100 1885 -29 2292.8075161477864 2318.353004136466 150 GTEX 1 100 100 1.0 0.0015 100 1885 -30 2292.3870098000784 2318.6255917857357 150 GTEX 1 100 100 1.0 0.0015 100 1885 -31 2291.292123812487 2314.428145608068 150 GTEX 1 100 100 1.0 0.0015 100 1885 -32 2289.968895331625 2319.3684671496258 150 GTEX 1 100 100 1.0 0.0015 100 1885 -33 2289.583019443156 2310.50902299192 150 GTEX 1 100 100 1.0 0.0015 100 1885 -34 2287.9248777208 2313.9694476109494 150 GTEX 1 100 100 1.0 0.0015 100 1885 -35 2287.7606704694185 2312.429970164716 150 GTEX 1 100 100 1.0 0.0015 100 1885 -36 2286.47950650017 2314.5195047936963 150 GTEX 1 100 100 1.0 0.0015 100 1885 -37 2285.6642500604485 2308.60368086086 150 GTEX 1 100 100 1.0 0.0015 100 1885 -38 2284.5115678351444 2308.1306115212096 150 GTEX 1 100 100 1.0 0.0015 100 1885 -39 2284.075234562741 2307.760826197867 150 GTEX 1 100 100 1.0 0.0015 100 1885 -40 2283.1972378506835 2310.035649636852 150 GTEX 1 100 100 1.0 0.0015 100 1885 -41 2283.2701142269693 2308.6357426516456 150 GTEX 1 100 100 1.0 0.0015 100 1885 -42 2281.668132739673 2305.1344124101415 150 GTEX 1 100 100 1.0 0.0015 100 1885 -43 2281.6213971270267 2302.6156145103078 150 GTEX 1 100 100 1.0 0.0015 100 1885 -44 2280.9012681592967 2303.6875612672293 150 GTEX 1 100 100 1.0 0.0015 100 1885 -45 2279.8097888450507 2303.165803046281 150 GTEX 1 100 100 1.0 0.0015 100 1885 -46 2279.304695597619 2301.0376914136764 150 GTEX 1 100 100 1.0 0.0015 100 1885 -47 2278.767940403177 2303.470813591671 150 GTEX 1 100 100 1.0 0.0015 100 1885 -48 2278.4193668786556 2300.803613931054 150 GTEX 1 100 100 1.0 0.0015 100 1885 -49 2277.871777199334 2298.709919628535 150 GTEX 1 100 100 1.0 0.0015 100 1885 -50 2277.929261627149 2301.3713374264794 150 GTEX 1 100 100 1.0 0.0015 100 1885 -51 2276.5022174323058 2300.463838874614 150 GTEX 1 100 100 1.0 0.0015 100 1885 -52 2276.847614524054 2298.932959727008 150 GTEX 1 100 100 1.0 0.0015 100 1885 -53 2275.3299544429005 2300.8898364164984 150 GTEX 1 100 100 1.0 0.0015 100 1885 -54 2274.592839224205 2301.899987746554 150 GTEX 1 100 100 1.0 0.0015 100 1885 -55 2275.154612140569 2298.837215293043 150 GTEX 1 100 100 1.0 0.0015 100 1885 -56 2273.7702753283197 2296.533175740405 150 GTEX 1 100 100 1.0 0.0015 100 1885 -57 2273.2348153660414 2298.1020006535173 150 GTEX 1 100 100 1.0 0.0015 100 1885 -58 2273.3417570831984 2301.4806739023884 150 GTEX 1 100 100 1.0 0.0015 100 1885 -59 2272.9489921456193 2298.977101373129 150 GTEX 1 100 100 1.0 0.0015 100 1885 -60 2273.0289006074554 2297.7100932190174 150 GTEX 1 100 100 1.0 0.0015 100 1885 -61 2271.9297040047004 2297.689648530329 150 GTEX 1 100 100 1.0 0.0015 100 1885 -62 2271.822779282227 2294.779169234939 150 GTEX 1 100 100 1.0 0.0015 100 1885 -63 2270.6563142393893 2295.897410345621 150 GTEX 1 100 100 1.0 0.0015 100 1885 -64 2270.7589664364536 2295.554388590185 150 GTEX 1 100 100 1.0 0.0015 100 1885 -65 2270.589316308769 2297.4285897954787 150 GTEX 1 100 100 1.0 0.0015 100 1885 -66 2270.737110654114 2298.6194864135277 150 GTEX 1 100 100 1.0 0.0015 100 1885 -67 2270.7268892414936 2293.3970260330025 150 GTEX 1 100 100 1.0 0.0015 100 1885 -68 2269.535666683653 2302.8748407980333 150 GTEX 1 100 100 1.0 0.0015 100 1885 -69 2270.3959401067114 2300.2516672112642 150 GTEX 1 100 100 1.0 0.0015 100 1885 -70 2269.0285060419583 2297.6275644048537 150 GTEX 1 100 100 1.0 0.0015 100 1885 -71 2268.5614139133386 2294.895674904943 150 GTEX 1 100 100 1.0 0.0015 100 1885 -72 2268.222537674042 2294.2236810836503 150 GTEX 1 100 100 1.0 0.0015 100 1885 -73 2268.0112444203796 2291.156575366118 150 GTEX 1 100 100 1.0 0.0015 100 1885 -74 2268.1620230347853 2291.356876503832 150 GTEX 1 100 100 1.0 0.0015 100 1885 -75 2267.165578044127 2291.4549774053885 150 GTEX 1 100 100 1.0 0.0015 100 1885 -76 2266.865789319767 2298.8427209890388 150 GTEX 1 100 100 1.0 0.0015 100 1885 -77 2266.712266154182 2290.0114008102128 150 GTEX 1 100 100 1.0 0.0015 100 1885 -78 2266.403936892008 2290.6758889317966 150 GTEX 1 100 100 1.0 0.0015 100 1885 -79 2265.972414791389 2289.3298349126662 150 GTEX 1 100 100 1.0 0.0015 100 1885 -80 2265.9701874304737 2291.2283944829787 150 GTEX 1 100 100 1.0 0.0015 100 1885 -81 2265.868235110078 2292.4442189727897 150 GTEX 1 100 100 1.0 0.0015 100 1885 -82 2265.709405373807 2289.241330687084 150 GTEX 1 100 100 1.0 0.0015 100 1885 -83 2265.2822167886225 2292.133624754931 150 GTEX 1 100 100 1.0 0.0015 100 1885 -84 2264.230697623777 2287.9144398504336 150 GTEX 1 100 100 1.0 0.0015 100 1885 -85 2264.809886893287 2289.9938825600047 150 GTEX 1 100 100 1.0 0.0015 100 1885 -86 2265.6418044671623 2288.771950377258 150 GTEX 1 100 100 1.0 0.0015 100 1885 -87 2264.171485695376 2286.351123882337 150 GTEX 1 100 100 1.0 0.0015 100 1885 -88 2264.0067608411127 2288.0355809432926 150 GTEX 1 100 100 1.0 0.0015 100 1885 -89 2263.836032040988 2288.245412848295 150 GTEX 1 100 100 1.0 0.0015 100 1885 -90 2264.108088484382 2287.7663653123514 150 GTEX 1 100 100 1.0 0.0015 100 1885 -91 2263.699644364965 2289.1458689178353 150 GTEX 1 100 100 1.0 0.0015 100 1885 -92 2263.9132935614753 2286.3643232570403 150 GTEX 1 100 100 1.0 0.0015 100 1885 -93 2262.6155168374767 2288.482648842235 150 GTEX 1 100 100 1.0 0.0015 100 1885 -94 2262.1261279931273 2289.1166876151083 150 GTEX 1 100 100 1.0 0.0015 100 1885 -95 2262.4683133475164 2286.6966543451463 150 GTEX 1 100 100 1.0 0.0015 100 1885 -96 2262.544576282044 2286.986953329224 150 GTEX 1 100 100 1.0 0.0015 100 1885 -97 2261.4483217195257 2290.6408612501486 150 GTEX 1 100 100 1.0 0.0015 100 1885 -98 2262.7763113809815 2288.4510312388607 150 GTEX 1 100 100 1.0 0.0015 100 1885 -99 2262.7193689004816 2285.0656204513725 150 GTEX 1 100 100 1.0 0.0015 100 1885 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 3545f969d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3216.1150649439337 3330.1773834808696 150 GTEX 1 50 100 0.5 0.0015 100 748 -1 2524.2195636301594 2563.9619047795863 150 GTEX 1 50 100 0.5 0.0015 100 748 -2 2459.76639953465 2457.90744656755 150 GTEX 1 50 100 0.5 0.0015 100 748 -3 2422.125656861293 2398.1346574790578 150 GTEX 1 50 100 0.5 0.0015 100 748 -4 2396.7688140176074 2385.648659361633 150 GTEX 1 50 100 0.5 0.0015 100 748 -5 2381.3163807192914 2372.2886331652508 150 GTEX 1 50 100 0.5 0.0015 100 748 -6 2369.3296400541435 2353.9482802474454 150 GTEX 1 50 100 0.5 0.0015 100 748 -7 2359.3392538358985 2342.643227464799 150 GTEX 1 50 100 0.5 0.0015 100 748 -8 2352.021347024945 2338.188199931678 150 GTEX 1 50 100 0.5 0.0015 100 748 -9 2346.726335354059 2325.494020875416 150 GTEX 1 50 100 0.5 0.0015 100 748 -10 2340.320625960367 2329.918787038825 150 GTEX 1 50 100 0.5 0.0015 100 748 -11 2335.694644059628 2332.518967313005 150 GTEX 1 50 100 0.5 0.0015 100 748 -12 2332.9285982413417 2316.144592981375 150 GTEX 1 50 100 0.5 0.0015 100 748 -13 2328.092633379643 2311.2688712348504 150 GTEX 1 50 100 0.5 0.0015 100 748 -14 2325.4358136837996 2306.793578637417 150 GTEX 1 50 100 0.5 0.0015 100 748 -15 2323.261953735674 2326.7113394501544 150 GTEX 1 50 100 0.5 0.0015 100 748 -16 2319.9800302665262 2304.2515799518774 150 GTEX 1 50 100 0.5 0.0015 100 748 -17 2316.8318765184326 2295.781256962185 150 GTEX 1 50 100 0.5 0.0015 100 748 -18 2315.891090561498 2300.233374301925 150 GTEX 1 50 100 0.5 0.0015 100 748 -19 2313.4171663378793 2295.185925617871 150 GTEX 1 50 100 0.5 0.0015 100 748 -20 2310.4804138718705 2290.752518454432 150 GTEX 1 50 100 0.5 0.0015 100 748 -21 2310.299852886383 2291.3728036626662 150 GTEX 1 50 100 0.5 0.0015 100 748 -22 2308.0024169328735 2292.1051271387832 150 GTEX 1 50 100 0.5 0.0015 100 748 -23 2305.2332073955913 2288.5491172877555 150 GTEX 1 50 100 0.5 0.0015 100 748 -24 2303.8631725252853 2289.025713206244 150 GTEX 1 50 100 0.5 0.0015 100 748 -25 2303.050446900871 2284.779164129337 150 GTEX 1 50 100 0.5 0.0015 100 748 -26 2301.198427117512 2288.503912283894 150 GTEX 1 50 100 0.5 0.0015 100 748 -27 2300.355547637311 2283.1585832603078 150 GTEX 1 50 100 0.5 0.0015 100 748 -28 2299.006475696622 2282.1481798991504 150 GTEX 1 50 100 0.5 0.0015 100 748 -29 2297.8889140041147 2280.6859873492454 150 GTEX 1 50 100 0.5 0.0015 100 748 -30 2296.6407229708707 2281.9266013954075 150 GTEX 1 50 100 0.5 0.0015 100 748 -31 2295.578171625779 2286.2770462326225 150 GTEX 1 50 100 0.5 0.0015 100 748 -32 2294.2497452602624 2277.7949882478315 150 GTEX 1 50 100 0.5 0.0015 100 748 -33 2292.819297641437 2274.9490428387894 150 GTEX 1 50 100 0.5 0.0015 100 748 -34 2292.8375238853964 2273.5790764986336 150 GTEX 1 50 100 0.5 0.0015 100 748 -35 2291.0975743454237 2273.651013508496 150 GTEX 1 50 100 0.5 0.0015 100 748 -36 2290.842248974852 2274.9705768773765 150 GTEX 1 50 100 0.5 0.0015 100 748 -37 2289.5510466662154 2276.4600189557095 150 GTEX 1 50 100 0.5 0.0015 100 748 -38 2288.6474677199003 2272.2671362583174 150 GTEX 1 50 100 0.5 0.0015 100 748 -39 2287.7034769885277 2272.0698511391993 150 GTEX 1 50 100 0.5 0.0015 100 748 -40 2287.421386976636 2270.716705438302 150 GTEX 1 50 100 0.5 0.0015 100 748 -41 2286.6008276797857 2269.0990537926273 150 GTEX 1 50 100 0.5 0.0015 100 748 -42 2285.8932218856867 2268.671932089918 150 GTEX 1 50 100 0.5 0.0015 100 748 -43 2285.1368304146145 2273.007331180935 150 GTEX 1 50 100 0.5 0.0015 100 748 -44 2284.587522363869 2268.1933589108544 150 GTEX 1 50 100 0.5 0.0015 100 748 -45 2283.6581730812873 2267.6946167456335 150 GTEX 1 50 100 0.5 0.0015 100 748 -46 2282.763761464578 2266.577938413439 150 GTEX 1 50 100 0.5 0.0015 100 748 -47 2282.6904407250186 2271.088754400101 150 GTEX 1 50 100 0.5 0.0015 100 748 -48 2282.4753019277077 2266.335141026022 150 GTEX 1 50 100 0.5 0.0015 100 748 -49 2282.3692198475624 2265.9409356062856 150 GTEX 1 50 100 0.5 0.0015 100 748 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index e15a87b54..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3196.422581349606 3841.550965515833 150 GTEX 1 50 100 0.0 0.0015 100 1198 -1 2521.8753158329177 2706.963747437916 150 GTEX 1 50 100 0.0 0.0015 100 1198 -2 2455.9117644009702 2529.3757788364424 150 GTEX 1 50 100 0.0 0.0015 100 1198 -3 2419.9864254253675 2416.1137876329312 150 GTEX 1 50 100 0.0 0.0015 100 1198 -4 2394.6166871496876 2423.336459199739 150 GTEX 1 50 100 0.0 0.0015 100 1198 -5 2377.5458600382826 2410.0169626678353 150 GTEX 1 50 100 0.0 0.0015 100 1198 -6 2365.103407441846 2379.5904940180903 150 GTEX 1 50 100 0.0 0.0015 100 1198 -7 2356.1663252686553 2364.9345884141812 150 GTEX 1 50 100 0.0 0.0015 100 1198 -8 2348.8729397749667 2347.584337125713 150 GTEX 1 50 100 0.0 0.0015 100 1198 -9 2342.955977579602 2341.841432984791 150 GTEX 1 50 100 0.0 0.0015 100 1198 -10 2336.6795864087094 2344.214473825897 150 GTEX 1 50 100 0.0 0.0015 100 1198 -11 2334.0411394876196 2343.9846214613535 150 GTEX 1 50 100 0.0 0.0015 100 1198 -12 2329.7238001031133 2346.9601628408686 150 GTEX 1 50 100 0.0 0.0015 100 1198 -13 2326.9006816750784 2328.1429745054065 150 GTEX 1 50 100 0.0 0.0015 100 1198 -14 2321.8381027877676 2325.1966534168546 150 GTEX 1 50 100 0.0 0.0015 100 1198 -15 2319.9562079491175 2335.03140131149 150 GTEX 1 50 100 0.0 0.0015 100 1198 -16 2318.0505140285827 2319.3269423568204 150 GTEX 1 50 100 0.0 0.0015 100 1198 -17 2314.4981144411177 2319.3619384765625 150 GTEX 1 50 100 0.0 0.0015 100 1198 -18 2312.3063064306025 2318.6895143922293 150 GTEX 1 50 100 0.0 0.0015 100 1198 -19 2310.664074079079 2321.7278922773585 150 GTEX 1 50 100 0.0 0.0015 100 1198 -20 2309.537898918612 2313.174296447986 150 GTEX 1 50 100 0.0 0.0015 100 1198 -21 2306.1239655936824 2313.2121702709123 150 GTEX 1 50 100 0.0 0.0015 100 1198 -22 2305.0425308596637 2309.9592744660467 150 GTEX 1 50 100 0.0 0.0015 100 1198 -23 2302.7489753675595 2308.0674566116622 150 GTEX 1 50 100 0.0 0.0015 100 1198 -24 2301.782308234979 2305.7515655633615 150 GTEX 1 50 100 0.0 0.0015 100 1198 -25 2299.449961487313 2303.6851323929122 150 GTEX 1 50 100 0.0 0.0015 100 1198 -26 2299.6835537261013 2313.7080124539566 150 GTEX 1 50 100 0.0 0.0015 100 1198 -27 2297.365328529159 2302.46782820669 150 GTEX 1 50 100 0.0 0.0015 100 1198 -28 2296.575259190849 2307.8623571359612 150 GTEX 1 50 100 0.0 0.0015 100 1198 -29 2294.9829547705185 2300.137405685599 150 GTEX 1 50 100 0.0 0.0015 100 1198 -30 2294.17294569087 2301.612247597582 150 GTEX 1 50 100 0.0 0.0015 100 1198 -31 2293.5683888513636 2301.343120154319 150 GTEX 1 50 100 0.0 0.0015 100 1198 -32 2291.928620935305 2296.5787636644486 150 GTEX 1 50 100 0.0 0.0015 100 1198 -33 2290.898340663827 2296.8265028108663 150 GTEX 1 50 100 0.0 0.0015 100 1198 -34 2289.8406832203314 2300.719010385724 150 GTEX 1 50 100 0.0 0.0015 100 1198 -35 2288.9154846894144 2295.3911077115017 150 GTEX 1 50 100 0.0 0.0015 100 1198 -36 2288.534593027094 2296.2187249361336 150 GTEX 1 50 100 0.0 0.0015 100 1198 -37 2287.6153855219527 2292.8666439854146 150 GTEX 1 50 100 0.0 0.0015 100 1198 -38 2287.2599908625853 2297.8072709348266 150 GTEX 1 50 100 0.0 0.0015 100 1198 -39 2285.812688849878 2294.453724676212 150 GTEX 1 50 100 0.0 0.0015 100 1198 -40 2285.2094623150238 2290.334841187916 150 GTEX 1 50 100 0.0 0.0015 100 1198 -41 2284.300241391561 2292.4608293540578 150 GTEX 1 50 100 0.0 0.0015 100 1198 -42 2283.165823190507 2288.338927062292 150 GTEX 1 50 100 0.0 0.0015 100 1198 -43 2282.6745585353647 2289.456971375208 150 GTEX 1 50 100 0.0 0.0015 100 1198 -44 2281.8685086497007 2288.868516813213 150 GTEX 1 50 100 0.0 0.0015 100 1198 -45 2282.5202325966184 2288.463070713522 150 GTEX 1 50 100 0.0 0.0015 100 1198 -46 2281.442667080178 2287.8616915510634 150 GTEX 1 50 100 0.0 0.0015 100 1198 -47 2279.8575793917357 2285.6173824411835 150 GTEX 1 50 100 0.0 0.0015 100 1198 -48 2280.0966473486023 2287.1535222158686 150 GTEX 1 50 100 0.0 0.0015 100 1198 -49 2279.264691298144 2285.9564051174843 150 GTEX 1 50 100 0.0 0.0015 100 1198 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 8246056ab..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3223.6950421323745 3826.7805472834484 150 GTEX 1 50 100 1.0 0.0015 100 62 -1 2525.744578850588 2737.56612080041 150 GTEX 1 50 100 1.0 0.0015 100 62 -2 2458.8608067311948 2452.8729178425024 150 GTEX 1 50 100 1.0 0.0015 100 62 -3 2421.953047969468 2412.8601842379844 150 GTEX 1 50 100 1.0 0.0015 100 62 -4 2398.340655007609 2379.1657051115435 150 GTEX 1 50 100 1.0 0.0015 100 62 -5 2382.382220522811 2371.557533177133 150 GTEX 1 50 100 1.0 0.0015 100 62 -6 2369.8445723982813 2364.0601908752674 150 GTEX 1 50 100 1.0 0.0015 100 62 -7 2359.519984536127 2346.505981909458 150 GTEX 1 50 100 1.0 0.0015 100 62 -8 2350.2232106274178 2342.2870163137923 150 GTEX 1 50 100 1.0 0.0015 100 62 -9 2345.5549370820186 2329.0306363994177 150 GTEX 1 50 100 1.0 0.0015 100 62 -10 2338.651017777832 2329.4167072020555 150 GTEX 1 50 100 1.0 0.0015 100 62 -11 2335.6676401001505 2323.9508400108425 150 GTEX 1 50 100 1.0 0.0015 100 62 -12 2331.9067332266854 2341.8556748306796 150 GTEX 1 50 100 1.0 0.0015 100 62 -13 2327.5016999583668 2317.0996353671576 150 GTEX 1 50 100 1.0 0.0015 100 62 -14 2324.482632309932 2321.69770401059 150 GTEX 1 50 100 1.0 0.0015 100 62 -15 2322.603797210664 2313.443800777537 150 GTEX 1 50 100 1.0 0.0015 100 62 -16 2318.3669618497975 2312.0784382983306 150 GTEX 1 50 100 1.0 0.0015 100 62 -17 2316.158243509939 2315.4439321307627 150 GTEX 1 50 100 1.0 0.0015 100 62 -18 2315.2077443562175 2308.5037813948134 150 GTEX 1 50 100 1.0 0.0015 100 62 -19 2311.9491048675663 2312.333104818946 150 GTEX 1 50 100 1.0 0.0015 100 62 -20 2309.836241676473 2300.609467364989 150 GTEX 1 50 100 1.0 0.0015 100 62 -21 2308.0711795383386 2298.3485204892468 150 GTEX 1 50 100 1.0 0.0015 100 62 -22 2307.058514707958 2300.434714429732 150 GTEX 1 50 100 1.0 0.0015 100 62 -23 2305.1803739665993 2314.0842733056825 150 GTEX 1 50 100 1.0 0.0015 100 62 -24 2303.335402696125 2293.0940405551924 150 GTEX 1 50 100 1.0 0.0015 100 62 -25 2301.8737665830977 2296.715086498188 150 GTEX 1 50 100 1.0 0.0015 100 62 -26 2299.710976879184 2290.9355078867634 150 GTEX 1 50 100 1.0 0.0015 100 62 -27 2299.014061050681 2292.8333672933254 150 GTEX 1 50 100 1.0 0.0015 100 62 -28 2297.870482947137 2289.995186577278 150 GTEX 1 50 100 1.0 0.0015 100 62 -29 2295.94662320532 2286.944120109761 150 GTEX 1 50 100 1.0 0.0015 100 62 -30 2295.22465819281 2287.270258566273 150 GTEX 1 50 100 1.0 0.0015 100 62 -31 2294.562315069988 2283.877216991816 150 GTEX 1 50 100 1.0 0.0015 100 62 -32 2292.7628710875606 2283.3513891415905 150 GTEX 1 50 100 1.0 0.0015 100 62 -33 2292.8750402559963 2283.798789368836 150 GTEX 1 50 100 1.0 0.0015 100 62 -34 2291.3181892218527 2283.0754382927607 150 GTEX 1 50 100 1.0 0.0015 100 62 -35 2289.940957038471 2284.388399421489 150 GTEX 1 50 100 1.0 0.0015 100 62 -36 2289.152329824159 2283.9711166787965 150 GTEX 1 50 100 1.0 0.0015 100 62 -37 2289.400395163793 2279.0334064208055 150 GTEX 1 50 100 1.0 0.0015 100 62 -38 2288.1267620057256 2280.058102683876 150 GTEX 1 50 100 1.0 0.0015 100 62 -39 2287.8584691240376 2279.097198138219 150 GTEX 1 50 100 1.0 0.0015 100 62 -40 2286.686937860215 2279.4978760693916 150 GTEX 1 50 100 1.0 0.0015 100 62 -41 2285.6833958225366 2277.131760281755 150 GTEX 1 50 100 1.0 0.0015 100 62 -42 2285.4361418436656 2278.977850272175 150 GTEX 1 50 100 1.0 0.0015 100 62 -43 2284.793049287781 2275.379623355068 150 GTEX 1 50 100 1.0 0.0015 100 62 -44 2283.486361031247 2275.0812008933876 150 GTEX 1 50 100 1.0 0.0015 100 62 -45 2282.76975227115 2276.475262195892 150 GTEX 1 50 100 1.0 0.0015 100 62 -46 2283.230686251007 2278.7922043020735 150 GTEX 1 50 100 1.0 0.0015 100 62 -47 2281.9700766426718 2274.3662912347017 150 GTEX 1 50 100 1.0 0.0015 100 62 -48 2281.5212110158973 2273.5274741749345 150 GTEX 1 50 100 1.0 0.0015 100 62 -49 2281.2668034098297 2272.298988255258 150 GTEX 1 50 100 1.0 0.0015 100 62 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 43b1d513b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2772.7370049982424 2714.257189616504 50 GTEX 1 100 100 0.5 0.0015 100 6325 -1 2419.704358107439 2413.551781948075 50 GTEX 1 100 100 0.5 0.0015 100 6325 -2 2377.483597087044 2404.8253772576045 50 GTEX 1 100 100 0.5 0.0015 100 6325 -3 2352.436807473081 2366.236178205947 50 GTEX 1 100 100 0.5 0.0015 100 6325 -4 2338.1550460078843 2369.9305299244 50 GTEX 1 100 100 0.5 0.0015 100 6325 -5 2328.0456686353336 2340.6574386770735 50 GTEX 1 100 100 0.5 0.0015 100 6325 -6 2320.4107846406846 2341.5712143350465 50 GTEX 1 100 100 0.5 0.0015 100 6325 -7 2315.2181214803727 2335.1761316799843 50 GTEX 1 100 100 0.5 0.0015 100 6325 -8 2310.444844565951 2333.2291663572364 50 GTEX 1 100 100 0.5 0.0015 100 6325 -9 2306.0965924704733 2326.2759838031725 50 GTEX 1 100 100 0.5 0.0015 100 6325 -10 2302.67928665498 2320.267338161686 50 GTEX 1 100 100 0.5 0.0015 100 6325 -11 2298.6649394927363 2316.9246236706867 50 GTEX 1 100 100 0.5 0.0015 100 6325 -12 2297.7203762029862 2314.958850701046 50 GTEX 1 100 100 0.5 0.0015 100 6325 -13 2293.7154474609993 2309.9500876307034 50 GTEX 1 100 100 0.5 0.0015 100 6325 -14 2291.2768051809903 2309.4528933913084 50 GTEX 1 100 100 0.5 0.0015 100 6325 -15 2290.3502169542885 2311.983947521833 50 GTEX 1 100 100 0.5 0.0015 100 6325 -16 2288.9219586839895 2307.604626789746 50 GTEX 1 100 100 0.5 0.0015 100 6325 -17 2286.6456803639862 2306.734633529141 50 GTEX 1 100 100 0.5 0.0015 100 6325 -18 2285.4791213217213 2306.5596417909337 50 GTEX 1 100 100 0.5 0.0015 100 6325 -19 2284.613870674118 2311.0723394241622 50 GTEX 1 100 100 0.5 0.0015 100 6325 -20 2283.564807769753 2305.5124335343394 50 GTEX 1 100 100 0.5 0.0015 100 6325 -21 2281.7421501581152 2303.7694449189044 50 GTEX 1 100 100 0.5 0.0015 100 6325 -22 2280.457560870367 2301.7350809655713 50 GTEX 1 100 100 0.5 0.0015 100 6325 -23 2279.850149362382 2299.2493757240672 50 GTEX 1 100 100 0.5 0.0015 100 6325 -24 2278.873598080421 2297.5362316755286 50 GTEX 1 100 100 0.5 0.0015 100 6325 -25 2277.7444425578656 2301.8069144709484 50 GTEX 1 100 100 0.5 0.0015 100 6325 -26 2277.0634799150175 2296.335309510902 50 GTEX 1 100 100 0.5 0.0015 100 6325 -27 2276.2377645755073 2298.77750898586 50 GTEX 1 100 100 0.5 0.0015 100 6325 -28 2275.374080120831 2296.5546030254873 50 GTEX 1 100 100 0.5 0.0015 100 6325 -29 2274.081557526412 2298.49464607964 50 GTEX 1 100 100 0.5 0.0015 100 6325 -30 2274.794721832872 2293.051208728167 50 GTEX 1 100 100 0.5 0.0015 100 6325 -31 2273.63799569805 2295.9365461806383 50 GTEX 1 100 100 0.5 0.0015 100 6325 -32 2273.1571163678354 2297.5017024863355 50 GTEX 1 100 100 0.5 0.0015 100 6325 -33 2272.2697041883152 2302.0984197696353 50 GTEX 1 100 100 0.5 0.0015 100 6325 -34 2271.563633872927 2294.338086030329 50 GTEX 1 100 100 0.5 0.0015 100 6325 -35 2271.4755123884283 2293.4333166550323 50 GTEX 1 100 100 0.5 0.0015 100 6325 -36 2270.5479387537384 2290.5096393773765 50 GTEX 1 100 100 0.5 0.0015 100 6325 -37 2270.8900044490483 2293.4895613637714 50 GTEX 1 100 100 0.5 0.0015 100 6325 -38 2270.2973391431256 2290.323210625594 50 GTEX 1 100 100 0.5 0.0015 100 6325 -39 2269.94993090204 2290.1426913765445 50 GTEX 1 100 100 0.5 0.0015 100 6325 -40 2269.603486097059 2292.9517975433696 50 GTEX 1 100 100 0.5 0.0015 100 6325 -41 2269.9075558312757 2290.7280732941717 50 GTEX 1 100 100 0.5 0.0015 100 6325 -42 2269.0539953341213 2291.1861289136764 50 GTEX 1 100 100 0.5 0.0015 100 6325 -43 2267.971086524036 2289.4425675424786 50 GTEX 1 100 100 0.5 0.0015 100 6325 -44 2267.9165511509555 2289.165011677905 50 GTEX 1 100 100 0.5 0.0015 100 6325 -45 2267.234444526051 2289.864174730424 50 GTEX 1 100 100 0.5 0.0015 100 6325 -46 2267.2556863335303 2291.841987174727 50 GTEX 1 100 100 0.5 0.0015 100 6325 -47 2267.6772362682955 2288.1550111951938 50 GTEX 1 100 100 0.5 0.0015 100 6325 -48 2266.613861441801 2288.517512216314 50 GTEX 1 100 100 0.5 0.0015 100 6325 -49 2267.357282384492 2289.2979049392525 50 GTEX 1 100 100 0.5 0.0015 100 6325 -50 2266.5777516327275 2286.5214152172944 50 GTEX 1 100 100 0.5 0.0015 100 6325 -51 2266.6536174744756 2287.7704785713227 50 GTEX 1 100 100 0.5 0.0015 100 6325 -52 2266.663171555634 2289.61294103122 50 GTEX 1 100 100 0.5 0.0015 100 6325 -53 2265.521812560655 2285.2755187292064 50 GTEX 1 100 100 0.5 0.0015 100 6325 -54 2265.0579317567767 2286.424050914924 50 GTEX 1 100 100 0.5 0.0015 100 6325 -55 2266.314028386847 2285.553908199412 50 GTEX 1 100 100 0.5 0.0015 100 6325 -56 2265.1393465046344 2286.5980322079968 50 GTEX 1 100 100 0.5 0.0015 100 6325 -57 2266.084329065355 2293.6567085759266 50 GTEX 1 100 100 0.5 0.0015 100 6325 -58 2265.526038898691 2287.241743776735 50 GTEX 1 100 100 0.5 0.0015 100 6325 -59 2265.6190257626 2286.7812634602246 50 GTEX 1 100 100 0.5 0.0015 100 6325 -60 2265.273486163078 2285.8456098317192 50 GTEX 1 100 100 0.5 0.0015 100 6325 -61 2264.6558590964833 2285.2279451899653 50 GTEX 1 100 100 0.5 0.0015 100 6325 -62 2265.005402452681 2286.30827395363 50 GTEX 1 100 100 0.5 0.0015 100 6325 -63 2264.7590539887324 2285.1514419149535 50 GTEX 1 100 100 0.5 0.0015 100 6325 -64 2263.359315273615 2284.6364597567135 50 GTEX 1 100 100 0.5 0.0015 100 6325 -65 2264.958005311006 2286.6043014236275 50 GTEX 1 100 100 0.5 0.0015 100 6325 -66 2264.144717056824 2285.219198364722 50 GTEX 1 100 100 0.5 0.0015 100 6325 -67 2264.803042445551 2283.5012211672706 50 GTEX 1 100 100 0.5 0.0015 100 6325 -68 2263.8346821627924 2285.9072961843513 50 GTEX 1 100 100 0.5 0.0015 100 6325 -69 2264.1061259981216 2284.7937085982057 50 GTEX 1 100 100 0.5 0.0015 100 6325 -70 2264.992924254359 2289.7799930935125 50 GTEX 1 100 100 0.5 0.0015 100 6325 -71 2263.4987811020765 2283.1006462764376 50 GTEX 1 100 100 0.5 0.0015 100 6325 -72 2263.514448318006 2287.609771844552 50 GTEX 1 100 100 0.5 0.0015 100 6325 -73 2263.9797643216443 2286.190653869861 50 GTEX 1 100 100 0.5 0.0015 100 6325 -74 2264.0190269024556 2282.391288728315 50 GTEX 1 100 100 0.5 0.0015 100 6325 -75 2263.2882557553953 2284.891235815708 50 GTEX 1 100 100 0.5 0.0015 100 6325 -76 2263.147219865718 2288.0129088195104 50 GTEX 1 100 100 0.5 0.0015 100 6325 -77 2263.7455809953735 2282.1019296392287 50 GTEX 1 100 100 0.5 0.0015 100 6325 -78 2263.4816765072505 2288.28067260278 50 GTEX 1 100 100 0.5 0.0015 100 6325 -79 2264.1914001638916 2284.50321513709 50 GTEX 1 100 100 0.5 0.0015 100 6325 -80 2263.953967074979 2283.3089845606582 50 GTEX 1 100 100 0.5 0.0015 100 6325 -81 2263.0376084874597 2283.439120796697 50 GTEX 1 100 100 0.5 0.0015 100 6325 -82 2262.260772798562 2282.6097695238236 50 GTEX 1 100 100 0.5 0.0015 100 6325 -83 2262.9965289583224 2283.1673402967563 50 GTEX 1 100 100 0.5 0.0015 100 6325 -84 2262.90052255945 2293.6884617098385 50 GTEX 1 100 100 0.5 0.0015 100 6325 -85 2264.037535763623 2287.314360760011 50 GTEX 1 100 100 0.5 0.0015 100 6325 -86 2263.089715761205 2285.406597180965 50 GTEX 1 100 100 0.5 0.0015 100 6325 -87 2261.835704242162 2282.968875783478 50 GTEX 1 100 100 0.5 0.0015 100 6325 -88 2262.8120633475164 2285.5936989439756 50 GTEX 1 100 100 0.5 0.0015 100 6325 -89 2263.027311230582 2284.7606201171875 50 GTEX 1 100 100 0.5 0.0015 100 6325 -90 2263.6835351325244 2284.5407812314343 50 GTEX 1 100 100 0.5 0.0015 100 6325 -91 2262.768446891175 2281.656300591879 50 GTEX 1 100 100 0.5 0.0015 100 6325 -92 2261.894249200141 2284.7310832788735 50 GTEX 1 100 100 0.5 0.0015 100 6325 -93 2262.9251064656337 2283.32347611692 50 GTEX 1 100 100 0.5 0.0015 100 6325 -94 2262.87186516423 2283.518714817758 50 GTEX 1 100 100 0.5 0.0015 100 6325 -95 2261.852262041417 2283.6662593014794 50 GTEX 1 100 100 0.5 0.0015 100 6325 -96 2262.876868951027 2281.598651378327 50 GTEX 1 100 100 0.5 0.0015 100 6325 -97 2262.9953718498714 2282.138012323996 50 GTEX 1 100 100 0.5 0.0015 100 6325 -98 2262.223867230825 2283.0461216915696 50 GTEX 1 100 100 0.5 0.0015 100 6325 -99 2262.7896912001474 2282.210039842265 50 GTEX 1 100 100 0.5 0.0015 100 6325 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index b1b59a79a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2771.999461895185 2565.7729399358363 50 GTEX 1 100 100 0.0 0.0015 100 9196 -1 2424.483588963637 2417.0838794780775 50 GTEX 1 100 100 0.0 0.0015 100 9196 -2 2378.59226754264 2376.818266545865 50 GTEX 1 100 100 0.0 0.0015 100 9196 -3 2354.1377526663346 2360.6196456154944 50 GTEX 1 100 100 0.0 0.0015 100 9196 -4 2339.4158984158375 2351.926710933787 50 GTEX 1 100 100 0.0 0.0015 100 9196 -5 2329.0180472969014 2338.1444059306677 50 GTEX 1 100 100 0.0 0.0015 100 9196 -6 2321.563578169563 2340.6497148288972 50 GTEX 1 100 100 0.0 0.0015 100 9196 -7 2315.465546850243 2325.8835931930253 50 GTEX 1 100 100 0.0 0.0015 100 9196 -8 2309.6049990107495 2324.3886138567905 50 GTEX 1 100 100 0.0 0.0015 100 9196 -9 2306.5840847699988 2318.12880320966 50 GTEX 1 100 100 0.0 0.0015 100 9196 -10 2302.524815513552 2317.1993138998632 50 GTEX 1 100 100 0.0 0.0015 100 9196 -11 2299.8024223845828 2312.460450611187 50 GTEX 1 100 100 0.0 0.0015 100 9196 -12 2296.9820813881856 2312.7510842442966 50 GTEX 1 100 100 0.0 0.0015 100 9196 -13 2294.3243552232425 2314.719806395556 50 GTEX 1 100 100 0.0 0.0015 100 9196 -14 2293.1257048022903 2308.274660987999 50 GTEX 1 100 100 0.0 0.0015 100 9196 -15 2290.598134731584 2305.2744521224454 50 GTEX 1 100 100 0.0 0.0015 100 9196 -16 2289.3598731582815 2304.1818552923746 50 GTEX 1 100 100 0.0 0.0015 100 9196 -17 2286.786090183953 2298.4554143985415 50 GTEX 1 100 100 0.0 0.0015 100 9196 -18 2285.5823611892793 2308.294513426806 50 GTEX 1 100 100 0.0 0.0015 100 9196 -19 2285.1652942406436 2299.033007951744 50 GTEX 1 100 100 0.0 0.0015 100 9196 -20 2282.9907574192757 2303.283721575719 50 GTEX 1 100 100 0.0 0.0015 100 9196 -21 2281.4705817122967 2297.622400088002 50 GTEX 1 100 100 0.0 0.0015 100 9196 -22 2281.5480405413214 2295.11952749042 50 GTEX 1 100 100 0.0 0.0015 100 9196 -23 2280.151299363496 2292.8627428410173 50 GTEX 1 100 100 0.0 0.0015 100 9196 -24 2278.3756620963777 2298.2969831459422 50 GTEX 1 100 100 0.0 0.0015 100 9196 -25 2278.08692030334 2295.0254996992335 50 GTEX 1 100 100 0.0 0.0015 100 9196 -26 2277.2071930476422 2299.7444307160467 50 GTEX 1 100 100 0.0 0.0015 100 9196 -27 2276.5243441754087 2295.1025070364485 50 GTEX 1 100 100 0.0 0.0015 100 9196 -28 2276.7284106138427 2297.1677624372473 50 GTEX 1 100 100 0.0 0.0015 100 9196 -29 2275.5960307690943 2292.2540515275964 50 GTEX 1 100 100 0.0 0.0015 100 9196 -30 2274.731933980579 2290.0917894486693 50 GTEX 1 100 100 0.0 0.0015 100 9196 -31 2274.3752192546312 2289.1673867113236 50 GTEX 1 100 100 0.0 0.0015 100 9196 -32 2272.45106196401 2287.9288928826045 50 GTEX 1 100 100 0.0 0.0015 100 9196 -33 2274.034931553975 2284.971149401066 50 GTEX 1 100 100 0.0 0.0015 100 9196 -34 2272.380996389803 2291.617814560807 50 GTEX 1 100 100 0.0 0.0015 100 9196 -35 2272.441241435092 2289.502464613534 50 GTEX 1 100 100 0.0 0.0015 100 9196 -36 2272.80062729209 2300.679586316243 50 GTEX 1 100 100 0.0 0.0015 100 9196 -37 2270.6680746121806 2285.6154455612823 50 GTEX 1 100 100 0.0 0.0015 100 9196 -38 2270.043186354161 2288.518256241831 50 GTEX 1 100 100 0.0 0.0015 100 9196 -39 2270.3009618217393 2287.3468718438094 50 GTEX 1 100 100 0.0 0.0015 100 9196 -40 2270.4379559423523 2283.5879713863474 50 GTEX 1 100 100 0.0 0.0015 100 9196 -41 2269.689766611156 2284.5907453529735 50 GTEX 1 100 100 0.0 0.0015 100 9196 -42 2269.222741171842 2284.282224705917 50 GTEX 1 100 100 0.0 0.0015 100 9196 -43 2269.7151610786564 2285.406978244564 50 GTEX 1 100 100 0.0 0.0015 100 9196 -44 2268.7952466307715 2281.8460489135277 50 GTEX 1 100 100 0.0 0.0015 100 9196 -45 2268.1761036847984 2281.5489485708026 50 GTEX 1 100 100 0.0 0.0015 100 9196 -46 2267.9869926455053 2283.690352407245 50 GTEX 1 100 100 0.0 0.0015 100 9196 -47 2267.369962662241 2284.2834637427964 50 GTEX 1 100 100 0.0 0.0015 100 9196 -48 2267.5358352121184 2281.063481668102 50 GTEX 1 100 100 0.0 0.0015 100 9196 -49 2267.958559378961 2287.085766230246 50 GTEX 1 100 100 0.0 0.0015 100 9196 -50 2267.9285761147275 2280.9758621041765 50 GTEX 1 100 100 0.0 0.0015 100 9196 -51 2266.488993556771 2279.4480245031787 50 GTEX 1 100 100 0.0 0.0015 100 9196 -52 2267.3704736890318 2282.5376257370635 50 GTEX 1 100 100 0.0 0.0015 100 9196 -53 2267.085921768957 2285.812631353226 50 GTEX 1 100 100 0.0 0.0015 100 9196 -54 2266.489377574733 2285.7489997660705 50 GTEX 1 100 100 0.0 0.0015 100 9196 -55 2266.1693637066587 2281.853185849498 50 GTEX 1 100 100 0.0 0.0015 100 9196 -56 2266.1765288871457 2279.6989551152565 50 GTEX 1 100 100 0.0 0.0015 100 9196 -57 2265.6180984047382 2280.277204042152 50 GTEX 1 100 100 0.0 0.0015 100 9196 -58 2265.918354031603 2282.1318071604683 50 GTEX 1 100 100 0.0 0.0015 100 9196 -59 2266.245805975073 2280.7693209920094 50 GTEX 1 100 100 0.0 0.0015 100 9196 -60 2265.959312870118 2280.8618140855215 50 GTEX 1 100 100 0.0 0.0015 100 9196 -61 2265.255631880913 2282.0614554401586 50 GTEX 1 100 100 0.0 0.0015 100 9196 -62 2265.0545884975854 2283.600412811163 50 GTEX 1 100 100 0.0 0.0015 100 9196 -63 2264.7392857673367 2278.685044205234 50 GTEX 1 100 100 0.0 0.0015 100 9196 -64 2264.9504012602165 2278.726264286404 50 GTEX 1 100 100 0.0 0.0015 100 9196 -65 2265.2164831825353 2280.9920942067192 50 GTEX 1 100 100 0.0 0.0015 100 9196 -66 2264.4940143898293 2281.0386463934024 50 GTEX 1 100 100 0.0 0.0015 100 9196 -67 2264.679604048108 2280.750216988103 50 GTEX 1 100 100 0.0 0.0015 100 9196 -68 2265.195679781164 2280.0268062693085 50 GTEX 1 100 100 0.0 0.0015 100 9196 -69 2264.716707079114 2277.952997359939 50 GTEX 1 100 100 0.0 0.0015 100 9196 -70 2263.8729474857564 2278.049317798687 50 GTEX 1 100 100 0.0 0.0015 100 9196 -71 2264.187821042214 2285.5682957870426 50 GTEX 1 100 100 0.0 0.0015 100 9196 -72 2263.8681009835977 2279.2651501789746 50 GTEX 1 100 100 0.0 0.0015 100 9196 -73 2263.5374463029884 2284.2685354254545 50 GTEX 1 100 100 0.0 0.0015 100 9196 -74 2264.98610095327 2278.7338205779915 50 GTEX 1 100 100 0.0 0.0015 100 9196 -75 2264.1106089584628 2284.4154591143356 50 GTEX 1 100 100 0.0 0.0015 100 9196 -76 2264.325056647227 2280.2606544639675 50 GTEX 1 100 100 0.0 0.0015 100 9196 -77 2264.213192970483 2277.900945743227 50 GTEX 1 100 100 0.0 0.0015 100 9196 -78 2263.5673839987753 2280.965662038825 50 GTEX 1 100 100 0.0 0.0015 100 9196 -79 2264.15841451411 2280.3796507396623 50 GTEX 1 100 100 0.0 0.0015 100 9196 -80 2263.042593371217 2280.0322448962543 50 GTEX 1 100 100 0.0 0.0015 100 9196 -81 2263.9367905815516 2279.8036018632665 50 GTEX 1 100 100 0.0 0.0015 100 9196 -82 2263.1168626668627 2279.1158990316067 50 GTEX 1 100 100 0.0 0.0015 100 9196 -83 2263.7214463780847 2277.8179189007546 50 GTEX 1 100 100 0.0 0.0015 100 9196 -84 2263.887569541524 2277.2715363593156 50 GTEX 1 100 100 0.0 0.0015 100 9196 -85 2263.2217059918667 2281.3971775765654 50 GTEX 1 100 100 0.0 0.0015 100 9196 -86 2263.048697402614 2278.7326989699677 50 GTEX 1 100 100 0.0 0.0015 100 9196 -87 2263.4506888546234 2278.6687663843422 50 GTEX 1 100 100 0.0 0.0015 100 9196 -88 2263.5336101206 2277.3443673137476 50 GTEX 1 100 100 0.0 0.0015 100 9196 -89 2263.5595763986084 2277.340283295954 50 GTEX 1 100 100 0.0 0.0015 100 9196 -90 2263.1211327165665 2276.2542149068736 50 GTEX 1 100 100 0.0 0.0015 100 9196 -91 2262.7420104355097 2278.4374480156844 50 GTEX 1 100 100 0.0 0.0015 100 9196 -92 2263.248760084372 2277.4665805831155 50 GTEX 1 100 100 0.0 0.0015 100 9196 -93 2263.104523855894 2277.9500509631953 50 GTEX 1 100 100 0.0 0.0015 100 9196 -94 2262.261376509561 2280.6094228070046 50 GTEX 1 100 100 0.0 0.0015 100 9196 -95 2262.717099607312 2277.726781112613 50 GTEX 1 100 100 0.0 0.0015 100 9196 -96 2262.680712029286 2277.5127231612405 50 GTEX 1 100 100 0.0 0.0015 100 9196 -97 2263.1970175129313 2279.4218160534992 50 GTEX 1 100 100 0.0 0.0015 100 9196 -98 2262.7711044574244 2280.3226162870574 50 GTEX 1 100 100 0.0 0.0015 100 9196 -99 2263.163904054875 2279.5810681477246 50 GTEX 1 100 100 0.0 0.0015 100 9196 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index 37eca67fb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2774.1118188045893 2567.044755710848 50 GTEX 1 100 100 1.0 0.0015 100 6501 -1 2421.109931027888 2443.0281597180965 50 GTEX 1 100 100 1.0 0.0015 100 6501 -2 2375.072809196997 2390.0436178577265 50 GTEX 1 100 100 1.0 0.0015 100 6501 -3 2352.07924156878 2353.5948444555015 50 GTEX 1 100 100 1.0 0.0015 100 6501 -4 2339.3883614318984 2351.6220410713227 50 GTEX 1 100 100 1.0 0.0015 100 6501 -5 2327.373923326176 2337.1362959132903 50 GTEX 1 100 100 1.0 0.0015 100 6501 -6 2321.5101170461785 2336.2766178261645 50 GTEX 1 100 100 1.0 0.0015 100 6501 -7 2315.581088032153 2324.817603745841 50 GTEX 1 100 100 1.0 0.0015 100 6501 -8 2310.1342310016457 2339.5227361758853 50 GTEX 1 100 100 1.0 0.0015 100 6501 -9 2306.111953756305 2318.868271280151 50 GTEX 1 100 100 1.0 0.0015 100 6501 -10 2302.922081747163 2316.4231235518655 50 GTEX 1 100 100 1.0 0.0015 100 6501 -11 2299.7457851636773 2316.56403678633 50 GTEX 1 100 100 1.0 0.0015 100 6501 -12 2296.979118794439 2310.0072638798124 50 GTEX 1 100 100 1.0 0.0015 100 6501 -13 2294.492775840997 2311.8101319287666 50 GTEX 1 100 100 1.0 0.0015 100 6501 -14 2292.674639124723 2304.5465375660942 50 GTEX 1 100 100 1.0 0.0015 100 6501 -15 2290.3595307889 2306.688020771447 50 GTEX 1 100 100 1.0 0.0015 100 6501 -16 2289.0802617913705 2305.4291386477394 50 GTEX 1 100 100 1.0 0.0015 100 6501 -17 2288.2020206034367 2301.6275049942074 50 GTEX 1 100 100 1.0 0.0015 100 6501 -18 2286.1576590630198 2303.7004842431825 50 GTEX 1 100 100 1.0 0.0015 100 6501 -19 2284.066910700699 2298.006910432881 50 GTEX 1 100 100 1.0 0.0015 100 6501 -20 2283.2865450947615 2296.024371361098 50 GTEX 1 100 100 1.0 0.0015 100 6501 -21 2282.705131068985 2296.6246969128742 50 GTEX 1 100 100 1.0 0.0015 100 6501 -22 2281.386999716738 2296.0225943793816 50 GTEX 1 100 100 1.0 0.0015 100 6501 -23 2280.5433327818014 2295.9950603296547 50 GTEX 1 100 100 1.0 0.0015 100 6501 -24 2279.5717422712614 2292.8161001459275 50 GTEX 1 100 100 1.0 0.0015 100 6501 -25 2278.056796284957 2293.813196682658 50 GTEX 1 100 100 1.0 0.0015 100 6501 -26 2277.198821502489 2290.568095276111 50 GTEX 1 100 100 1.0 0.0015 100 6501 -27 2276.808478681291 2292.2013872385933 50 GTEX 1 100 100 1.0 0.0015 100 6501 -28 2275.6563406984874 2290.13887145764 50 GTEX 1 100 100 1.0 0.0015 100 6501 -29 2275.184860949961 2301.4817699824 50 GTEX 1 100 100 1.0 0.0015 100 6501 -30 2274.654333958999 2286.9719331110387 50 GTEX 1 100 100 1.0 0.0015 100 6501 -31 2273.2769687838345 2288.3214865564846 50 GTEX 1 100 100 1.0 0.0015 100 6501 -32 2273.9357975917164 2288.588670389734 50 GTEX 1 100 100 1.0 0.0015 100 6501 -33 2272.6005791808884 2285.8143447469847 50 GTEX 1 100 100 1.0 0.0015 100 6501 -34 2272.5195471099855 2288.04682347983 50 GTEX 1 100 100 1.0 0.0015 100 6501 -35 2271.548223562977 2294.7235696886883 50 GTEX 1 100 100 1.0 0.0015 100 6501 -36 2271.968759154951 2285.5370599434855 50 GTEX 1 100 100 1.0 0.0015 100 6501 -37 2270.7448182719 2287.0562632745664 50 GTEX 1 100 100 1.0 0.0015 100 6501 -38 2270.6850359255754 2284.314467513516 50 GTEX 1 100 100 1.0 0.0015 100 6501 -39 2270.0325506477684 2288.9089378676035 50 GTEX 1 100 100 1.0 0.0015 100 6501 -40 2269.747108428043 2287.4828205761346 50 GTEX 1 100 100 1.0 0.0015 100 6501 -41 2269.5269433047033 2284.3773441677313 50 GTEX 1 100 100 1.0 0.0015 100 6501 -42 2268.8835239557475 2287.1777636161773 50 GTEX 1 100 100 1.0 0.0015 100 6501 -43 2269.800422221186 2285.138763543771 50 GTEX 1 100 100 1.0 0.0015 100 6501 -44 2268.3424835221194 2283.6637919030713 50 GTEX 1 100 100 1.0 0.0015 100 6501 -45 2268.5553420145307 2284.7843959793845 50 GTEX 1 100 100 1.0 0.0015 100 6501 -46 2268.6916803311833 2281.9218601473385 50 GTEX 1 100 100 1.0 0.0015 100 6501 -47 2268.1399296363356 2287.351208820996 50 GTEX 1 100 100 1.0 0.0015 100 6501 -48 2267.531928291615 2282.3552591882276 50 GTEX 1 100 100 1.0 0.0015 100 6501 -49 2267.0948969219558 2280.598824040518 50 GTEX 1 100 100 1.0 0.0015 100 6501 -50 2266.7352593682745 2282.6012649826225 50 GTEX 1 100 100 1.0 0.0015 100 6501 -51 2266.779159679677 2281.5354556239604 50 GTEX 1 100 100 1.0 0.0015 100 6501 -52 2267.3060653330317 2279.3149358365017 50 GTEX 1 100 100 1.0 0.0015 100 6501 -53 2266.6496398416457 2281.265780952947 50 GTEX 1 100 100 1.0 0.0015 100 6501 -54 2266.76595767287 2287.610939170924 50 GTEX 1 100 100 1.0 0.0015 100 6501 -55 2267.437131042577 2280.8282136518237 50 GTEX 1 100 100 1.0 0.0015 100 6501 -56 2266.5544223932475 2295.843306972953 50 GTEX 1 100 100 1.0 0.0015 100 6501 -57 2266.9170357960134 2292.8354410962006 50 GTEX 1 100 100 1.0 0.0015 100 6501 -58 2266.2205598951455 2279.319721642556 50 GTEX 1 100 100 1.0 0.0015 100 6501 -59 2266.0446086983075 2282.913507381773 50 GTEX 1 100 100 1.0 0.0015 100 6501 -60 2265.087713973127 2279.966719826818 50 GTEX 1 100 100 1.0 0.0015 100 6501 -61 2266.402131406712 2280.916313606523 50 GTEX 1 100 100 1.0 0.0015 100 6501 -62 2265.8233698926206 2279.343109014823 50 GTEX 1 100 100 1.0 0.0015 100 6501 -63 2264.965832020522 2278.679364918756 50 GTEX 1 100 100 1.0 0.0015 100 6501 -64 2264.5366520142748 2282.822488414924 50 GTEX 1 100 100 1.0 0.0015 100 6501 -65 2264.8347747954244 2281.6293840879725 50 GTEX 1 100 100 1.0 0.0015 100 6501 -66 2265.0594793819155 2287.7723226220887 50 GTEX 1 100 100 1.0 0.0015 100 6501 -67 2265.0321786215027 2279.527931358424 50 GTEX 1 100 100 1.0 0.0015 100 6501 -68 2265.101907989802 2278.8784729700124 50 GTEX 1 100 100 1.0 0.0015 100 6501 -69 2263.905305312203 2279.294195487019 50 GTEX 1 100 100 1.0 0.0015 100 6501 -70 2265.069163618111 2283.1313198075095 50 GTEX 1 100 100 1.0 0.0015 100 6501 -71 2263.8922533434397 2277.362008330487 50 GTEX 1 100 100 1.0 0.0015 100 6501 -72 2264.4696239754708 2281.2528786314756 50 GTEX 1 100 100 1.0 0.0015 100 6501 -73 2264.663106284701 2279.3041133518 50 GTEX 1 100 100 1.0 0.0015 100 6501 -74 2264.372589127446 2280.9586722370336 50 GTEX 1 100 100 1.0 0.0015 100 6501 -75 2264.1406759840515 2281.6338456882722 50 GTEX 1 100 100 1.0 0.0015 100 6501 -76 2263.878581184765 2283.2781244430253 50 GTEX 1 100 100 1.0 0.0015 100 6501 -77 2264.1473570094636 2277.465811493732 50 GTEX 1 100 100 1.0 0.0015 100 6501 -78 2263.874793949129 2278.678143751485 50 GTEX 1 100 100 1.0 0.0015 100 6501 -79 2264.4587155804784 2277.873055693768 50 GTEX 1 100 100 1.0 0.0015 100 6501 -80 2263.4011962091176 2278.0594449931677 50 GTEX 1 100 100 1.0 0.0015 100 6501 -81 2263.5327036257113 2277.4616534447036 50 GTEX 1 100 100 1.0 0.0015 100 6501 -82 2263.3461224217594 2277.9019232340183 50 GTEX 1 100 100 1.0 0.0015 100 6501 -83 2264.650691706842 2278.280635935272 50 GTEX 1 100 100 1.0 0.0015 100 6501 -84 2263.3644284040533 2278.1527011421695 50 GTEX 1 100 100 1.0 0.0015 100 6501 -85 2263.888976696188 2305.902863825229 50 GTEX 1 100 100 1.0 0.0015 100 6501 -86 2263.775728919784 2276.5193263296846 50 GTEX 1 100 100 1.0 0.0015 100 6501 -87 2263.508040548542 2279.325729080026 50 GTEX 1 100 100 1.0 0.0015 100 6501 -88 2263.4778824118484 2277.4305649673984 50 GTEX 1 100 100 1.0 0.0015 100 6501 -89 2263.575387669627 2276.520895838284 50 GTEX 1 100 100 1.0 0.0015 100 6501 -90 2263.6668942166293 2276.878458349424 50 GTEX 1 100 100 1.0 0.0015 100 6501 -91 2264.7500759731997 2275.9581881330946 50 GTEX 1 100 100 1.0 0.0015 100 6501 -92 2262.8003857303247 2277.302568674994 50 GTEX 1 100 100 1.0 0.0015 100 6501 -93 2263.7213208392063 2278.312389997475 50 GTEX 1 100 100 1.0 0.0015 100 6501 -94 2262.9082580289178 2278.8551522026496 50 GTEX 1 100 100 1.0 0.0015 100 6501 -95 2263.591764819777 2280.8678902165516 50 GTEX 1 100 100 1.0 0.0015 100 6501 -96 2262.5370720331152 2276.637463935881 50 GTEX 1 100 100 1.0 0.0015 100 6501 -97 2263.3741180816423 2275.93094951209 50 GTEX 1 100 100 1.0 0.0015 100 6501 -98 2263.3242016005847 2276.78900935532 50 GTEX 1 100 100 1.0 0.0015 100 6501 -99 2263.841697949951 2276.4352331125237 50 GTEX 1 100 100 1.0 0.0015 100 6501 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 997e57151..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2776.6506807209007 2523.7621397301273 50 GTEX 1 50 100 0.5 0.0015 100 3735 -1 2425.6367032510548 2408.2331153086384 50 GTEX 1 50 100 0.5 0.0015 100 3735 -2 2378.8937135452425 2373.1945810064162 50 GTEX 1 50 100 0.5 0.0015 100 3735 -3 2355.139331882501 2348.2802344492634 50 GTEX 1 50 100 0.5 0.0015 100 3735 -4 2339.3583696574283 2333.9636894197065 50 GTEX 1 50 100 0.5 0.0015 100 3735 -5 2330.717988823842 2326.062888954076 50 GTEX 1 50 100 0.5 0.0015 100 3735 -6 2323.7266231547746 2332.959969756268 50 GTEX 1 50 100 0.5 0.0015 100 3735 -7 2317.3761068722683 2312.5723463863474 50 GTEX 1 50 100 0.5 0.0015 100 3735 -8 2311.9162086526303 2309.3198831652508 50 GTEX 1 50 100 0.5 0.0015 100 3735 -9 2307.202747583918 2310.4497144575807 50 GTEX 1 50 100 0.5 0.0015 100 3735 -10 2304.8570858496123 2303.7739698750893 50 GTEX 1 50 100 0.5 0.0015 100 3735 -11 2301.2281652869424 2299.219694072303 50 GTEX 1 50 100 0.5 0.0015 100 3735 -12 2298.815097066207 2299.366392418459 50 GTEX 1 50 100 0.5 0.0015 100 3735 -13 2296.4479499511463 2294.85127705041 50 GTEX 1 50 100 0.5 0.0015 100 3735 -14 2294.769270553097 2293.782630833383 50 GTEX 1 50 100 0.5 0.0015 100 3735 -15 2292.359858639303 2292.1667150925323 50 GTEX 1 50 100 0.5 0.0015 100 3735 -16 2290.7175592890103 2289.8186731374763 50 GTEX 1 50 100 0.5 0.0015 100 3735 -17 2289.5797896795693 2290.425685171845 50 GTEX 1 50 100 0.5 0.0015 100 3735 -18 2287.115637605465 2285.378171043251 50 GTEX 1 50 100 0.5 0.0015 100 3735 -19 2286.061851287903 2286.8365789493228 50 GTEX 1 50 100 0.5 0.0015 100 3735 -20 2284.4777098603618 2284.9541981048005 50 GTEX 1 50 100 0.5 0.0015 100 3735 -21 2283.9472139962336 2287.7231176108007 50 GTEX 1 50 100 0.5 0.0015 100 3735 -22 2283.0642214144777 2284.8525139986336 50 GTEX 1 50 100 0.5 0.0015 100 3735 -23 2281.422465043044 2287.271080104117 50 GTEX 1 50 100 0.5 0.0015 100 3735 -24 2280.5929649951804 2283.4432103842382 50 GTEX 1 50 100 0.5 0.0015 100 3735 -25 2279.335322390442 2280.6250478070046 50 GTEX 1 50 100 0.5 0.0015 100 3735 -26 2278.3237139640496 2279.4046361654882 50 GTEX 1 50 100 0.5 0.0015 100 3735 -27 2278.2102918567457 2279.5496269197065 50 GTEX 1 50 100 0.5 0.0015 100 3735 -28 2276.93597349572 2279.3267780492515 50 GTEX 1 50 100 0.5 0.0015 100 3735 -29 2275.818881181423 2277.010598302341 50 GTEX 1 50 100 0.5 0.0015 100 3735 -30 2275.8243390795824 2276.0169538490672 50 GTEX 1 50 100 0.5 0.0015 100 3735 -31 2275.505264225814 2276.5613619148053 50 GTEX 1 50 100 0.5 0.0015 100 3735 -32 2275.5159453717106 2280.656903981256 50 GTEX 1 50 100 0.5 0.0015 100 3735 -33 2273.816190038423 2275.4353964918014 50 GTEX 1 50 100 0.5 0.0015 100 3735 -34 2273.9184610800594 2274.9383424244 50 GTEX 1 50 100 0.5 0.0015 100 3735 -35 2273.924431732845 2273.804222426034 50 GTEX 1 50 100 0.5 0.0015 100 3735 -36 2273.1455244977205 2278.1464277492278 50 GTEX 1 50 100 0.5 0.0015 100 3735 -37 2272.072162573776 2272.4072056759446 50 GTEX 1 50 100 0.5 0.0015 100 3735 -38 2272.612772312086 2273.962575470087 50 GTEX 1 50 100 0.5 0.0015 100 3735 -39 2270.9922433838847 2275.340777611098 50 GTEX 1 50 100 0.5 0.0015 100 3735 -40 2271.2673411278156 2274.890376682064 50 GTEX 1 50 100 0.5 0.0015 100 3735 -41 2271.3693761522345 2274.5188280693023 50 GTEX 1 50 100 0.5 0.0015 100 3735 -42 2270.683329571637 2271.5497007188687 50 GTEX 1 50 100 0.5 0.0015 100 3735 -43 2270.4299709166544 2277.3400591135933 50 GTEX 1 50 100 0.5 0.0015 100 3735 -44 2269.88726557136 2271.045746661864 50 GTEX 1 50 100 0.5 0.0015 100 3735 -45 2270.4917521111574 2273.928367469701 50 GTEX 1 50 100 0.5 0.0015 100 3735 -46 2269.0743479766475 2270.8848120395674 50 GTEX 1 50 100 0.5 0.0015 100 3735 -47 2269.556280023082 2271.0076992484555 50 GTEX 1 50 100 0.5 0.0015 100 3735 -48 2268.710350886839 2271.8039188747625 50 GTEX 1 50 100 0.5 0.0015 100 3735 -49 2269.1063248023975 2269.981929416439 50 GTEX 1 50 100 0.5 0.0015 100 3735 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index b8a273e78..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2778.4129067067674 2608.7845458984375 50 GTEX 1 50 100 0.0 0.0015 100 297 -1 2423.4137935765357 2391.2453933541765 50 GTEX 1 50 100 0.0 0.0015 100 297 -2 2377.9866720416976 2385.4185637847554 50 GTEX 1 50 100 0.0 0.0015 100 297 -3 2354.5739849506012 2345.4598147316124 50 GTEX 1 50 100 0.0 0.0015 100 297 -4 2340.155582333286 2335.922438936995 50 GTEX 1 50 100 0.0 0.0015 100 297 -5 2330.5866280927744 2334.6747708048656 50 GTEX 1 50 100 0.0 0.0015 100 297 -6 2322.6263625919723 2321.8533564230333 50 GTEX 1 50 100 0.0 0.0015 100 297 -7 2316.5024535268894 2312.9688934210135 50 GTEX 1 50 100 0.0 0.0015 100 297 -8 2311.953652840954 2307.7614992090957 50 GTEX 1 50 100 0.0 0.0015 100 297 -9 2308.015065800115 2317.988426063451 50 GTEX 1 50 100 0.0 0.0015 100 297 -10 2304.901733385543 2306.347166576313 50 GTEX 1 50 100 0.0 0.0015 100 297 -11 2301.6299983454037 2304.39834838403 50 GTEX 1 50 100 0.0 0.0015 100 297 -12 2298.9439852126134 2296.4603559254692 50 GTEX 1 50 100 0.0 0.0015 100 297 -13 2295.2423173455736 2294.786068760397 50 GTEX 1 50 100 0.0 0.0015 100 297 -14 2294.008793059732 2297.7327964405595 50 GTEX 1 50 100 0.0 0.0015 100 297 -15 2291.860237937952 2291.3053776846186 50 GTEX 1 50 100 0.0 0.0015 100 297 -16 2290.6006255745697 2290.5567715140805 50 GTEX 1 50 100 0.0 0.0015 100 297 -17 2288.410406554099 2288.2042152781905 50 GTEX 1 50 100 0.0 0.0015 100 297 -18 2287.1944684650875 2288.157652184084 50 GTEX 1 50 100 0.0 0.0015 100 297 -19 2285.812268959981 2286.846332506535 50 GTEX 1 50 100 0.0 0.0015 100 297 -20 2284.3203511313145 2284.2210744415397 50 GTEX 1 50 100 0.0 0.0015 100 297 -21 2283.5982811850126 2284.6264045048124 50 GTEX 1 50 100 0.0 0.0015 100 297 -22 2282.4642429789005 2286.22679642942 50 GTEX 1 50 100 0.0 0.0015 100 297 -23 2281.2609655167294 2284.3940248670688 50 GTEX 1 50 100 0.0 0.0015 100 297 -24 2281.394611478318 2282.1396623618703 50 GTEX 1 50 100 0.0 0.0015 100 297 -25 2279.5020838215974 2280.3811861335553 50 GTEX 1 50 100 0.0 0.0015 100 297 -26 2279.2204450069567 2277.8469618880704 50 GTEX 1 50 100 0.0 0.0015 100 297 -27 2279.042871062804 2284.5759838960016 50 GTEX 1 50 100 0.0 0.0015 100 297 -28 2277.000034582505 2280.3113275680253 50 GTEX 1 50 100 0.0 0.0015 100 297 -29 2275.8830143215414 2279.154930897992 50 GTEX 1 50 100 0.0 0.0015 100 297 -30 2277.1485964866856 2278.291353987197 50 GTEX 1 50 100 0.0 0.0015 100 297 -31 2275.4763228208017 2276.8965233632366 50 GTEX 1 50 100 0.0 0.0015 100 297 -32 2275.2762342215065 2275.7340073966257 50 GTEX 1 50 100 0.0 0.0015 100 297 -33 2274.1513182407475 2275.1120730788084 50 GTEX 1 50 100 0.0 0.0015 100 297 -34 2273.5647334212345 2278.766203325511 50 GTEX 1 50 100 0.0 0.0015 100 297 -35 2273.4409240290697 2275.1989286589533 50 GTEX 1 50 100 0.0 0.0015 100 297 -36 2273.5781438514628 2275.3199560361218 50 GTEX 1 50 100 0.0 0.0015 100 297 -37 2272.109690085049 2274.296863860504 50 GTEX 1 50 100 0.0 0.0015 100 297 -38 2272.2083329035236 2277.984746780686 50 GTEX 1 50 100 0.0 0.0015 100 297 -39 2271.5775650006685 2272.701323650636 50 GTEX 1 50 100 0.0 0.0015 100 297 -40 2271.1514647199647 2276.3438033767525 50 GTEX 1 50 100 0.0 0.0015 100 297 -41 2270.765921362529 2272.131858216492 50 GTEX 1 50 100 0.0 0.0015 100 297 -42 2270.8384427588103 2271.5719936356345 50 GTEX 1 50 100 0.0 0.0015 100 297 -43 2270.915768157646 2277.130696459868 50 GTEX 1 50 100 0.0 0.0015 100 297 -44 2270.603011870593 2271.7356235518655 50 GTEX 1 50 100 0.0 0.0015 100 297 -45 2269.526633918934 2273.8963892251368 50 GTEX 1 50 100 0.0 0.0015 100 297 -46 2269.6448033454617 2275.2834579409755 50 GTEX 1 50 100 0.0 0.0015 100 297 -47 2269.0535320162307 2272.8386448617216 50 GTEX 1 50 100 0.0 0.0015 100 297 -48 2269.001645106026 2271.475962823788 50 GTEX 1 50 100 0.0 0.0015 100 297 -49 2269.1544947250977 2277.656745243435 50 GTEX 1 50 100 0.0 0.0015 100 297 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index 5bfca56cd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0015lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2776.129049454066 2533.4674647806264 50 GTEX 1 50 100 1.0 0.0015 100 1601 -1 2423.8249276010997 2410.5608392867753 50 GTEX 1 50 100 1.0 0.0015 100 1601 -2 2377.8940189079913 2389.196014752406 50 GTEX 1 50 100 1.0 0.0015 100 1601 -3 2353.9442406744315 2363.0580121754692 50 GTEX 1 50 100 1.0 0.0015 100 1601 -4 2338.223018270291 2367.871900435183 50 GTEX 1 50 100 1.0 0.0015 100 1601 -5 2330.265527287015 2345.7232749561845 50 GTEX 1 50 100 1.0 0.0015 100 1601 -6 2321.2785887201926 2338.8608263835254 50 GTEX 1 50 100 1.0 0.0015 100 1601 -7 2316.215499450806 2326.4992791817667 50 GTEX 1 50 100 1.0 0.0015 100 1601 -8 2311.6109278860117 2323.684065786151 50 GTEX 1 50 100 1.0 0.0015 100 1601 -9 2306.1509729056775 2322.3735226243166 50 GTEX 1 50 100 1.0 0.0015 100 1601 -10 2302.4297275496874 2320.8950116407736 50 GTEX 1 50 100 1.0 0.0015 100 1601 -11 2300.8703668468843 2315.983824987375 50 GTEX 1 50 100 1.0 0.0015 100 1601 -12 2297.065377775059 2316.0095335521623 50 GTEX 1 50 100 1.0 0.0015 100 1601 -13 2294.8853629662167 2310.151145325867 50 GTEX 1 50 100 1.0 0.0015 100 1601 -14 2292.440443742284 2309.2576551546163 50 GTEX 1 50 100 1.0 0.0015 100 1601 -15 2290.867056726037 2306.200139615019 50 GTEX 1 50 100 1.0 0.0015 100 1601 -16 2288.965802312061 2305.72787603226 50 GTEX 1 50 100 1.0 0.0015 100 1601 -17 2287.4201471125853 2301.7180584229445 50 GTEX 1 50 100 1.0 0.0015 100 1601 -18 2285.610682662266 2304.0482590824026 50 GTEX 1 50 100 1.0 0.0015 100 1601 -19 2284.2803236478935 2301.922761518239 50 GTEX 1 50 100 1.0 0.0015 100 1601 -20 2283.976631845531 2296.432357730068 50 GTEX 1 50 100 1.0 0.0015 100 1601 -21 2282.1708420894206 2296.470681774299 50 GTEX 1 50 100 1.0 0.0015 100 1601 -22 2280.9148958326455 2296.7172647338402 50 GTEX 1 50 100 1.0 0.0015 100 1601 -23 2280.07590269365 2298.8794595116447 50 GTEX 1 50 100 1.0 0.0015 100 1601 -24 2279.5066570162307 2298.4681795649653 50 GTEX 1 50 100 1.0 0.0015 100 1601 -25 2278.53458998404 2293.4032228419082 50 GTEX 1 50 100 1.0 0.0015 100 1601 -26 2277.3551562438106 2298.6476359204194 50 GTEX 1 50 100 1.0 0.0015 100 1601 -27 2277.6961220555613 2293.1528413141637 50 GTEX 1 50 100 1.0 0.0015 100 1601 -28 2276.530434229387 2292.819278383436 50 GTEX 1 50 100 1.0 0.0015 100 1601 -29 2275.2548412412857 2290.168950418102 50 GTEX 1 50 100 1.0 0.0015 100 1601 -30 2274.7615278370345 2289.747200273289 50 GTEX 1 50 100 1.0 0.0015 100 1601 -31 2273.355292871785 2288.1905870328837 50 GTEX 1 50 100 1.0 0.0015 100 1601 -32 2273.6391571905615 2288.5492040829968 50 GTEX 1 50 100 1.0 0.0015 100 1601 -33 2272.584454036885 2299.1220350374288 50 GTEX 1 50 100 1.0 0.0015 100 1601 -34 2273.44912939252 2286.608445316213 50 GTEX 1 50 100 1.0 0.0015 100 1601 -35 2271.909647724703 2288.0341843289566 50 GTEX 1 50 100 1.0 0.0015 100 1601 -36 2271.777342795822 2286.173512970087 50 GTEX 1 50 100 1.0 0.0015 100 1601 -37 2271.77789570329 2286.0861078414628 50 GTEX 1 50 100 1.0 0.0015 100 1601 -38 2270.663368967326 2284.2368683905656 50 GTEX 1 50 100 1.0 0.0015 100 1601 -39 2269.77862252904 2286.5574821211085 50 GTEX 1 50 100 1.0 0.0015 100 1601 -40 2270.6322200328277 2294.487651868465 50 GTEX 1 50 100 1.0 0.0015 100 1601 -41 2268.698063188865 2292.5005091678054 50 GTEX 1 50 100 1.0 0.0015 100 1601 -42 2269.2100076148563 2294.7101284940886 50 GTEX 1 50 100 1.0 0.0015 100 1601 -43 2269.211161087115 2284.814744144338 50 GTEX 1 50 100 1.0 0.0015 100 1601 -44 2268.8239996501 2287.2630411010277 50 GTEX 1 50 100 1.0 0.0015 100 1601 -45 2268.250182454307 2285.424312228939 50 GTEX 1 50 100 1.0 0.0015 100 1601 -46 2268.376479543249 2288.5420799110325 50 GTEX 1 50 100 1.0 0.0015 100 1601 -47 2267.2798547596667 2285.9592531153457 50 GTEX 1 50 100 1.0 0.0015 100 1601 -48 2267.481223066392 2283.4645091009684 50 GTEX 1 50 100 1.0 0.0015 100 1601 -49 2267.0252854849 2284.307978756981 50 GTEX 1 50 100 1.0 0.0015 100 1601 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 144dd877f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3221.6673354079053 3017.5313224067254 100 GTEX 1 100 100 0.5 0.001 100 122 -1 2529.5966410303968 2535.7584316703305 100 GTEX 1 100 100 0.5 0.001 100 122 -2 2455.660599246478 2483.650926249109 100 GTEX 1 100 100 0.5 0.001 100 122 -3 2416.201057451006 2433.979824515803 100 GTEX 1 100 100 0.5 0.001 100 122 -4 2393.226603271768 2419.9575158180846 100 GTEX 1 100 100 0.5 0.001 100 122 -5 2377.9599832188455 2395.666108454135 100 GTEX 1 100 100 0.5 0.001 100 122 -6 2366.4912831713536 2385.268573253327 100 GTEX 1 100 100 0.5 0.001 100 122 -7 2354.944741256841 2389.623401482296 100 GTEX 1 100 100 0.5 0.001 100 122 -8 2347.815289371757 2373.007194257961 100 GTEX 1 100 100 0.5 0.001 100 122 -9 2343.914170683154 2364.061101993227 100 GTEX 1 100 100 0.5 0.001 100 122 -10 2336.484799351324 2360.2767301494177 100 GTEX 1 100 100 0.5 0.001 100 122 -11 2333.545203692762 2354.6304546399715 100 GTEX 1 100 100 0.5 0.001 100 122 -12 2328.9376345648866 2349.27191788706 100 GTEX 1 100 100 0.5 0.001 100 122 -13 2326.149809272712 2344.2450911953424 100 GTEX 1 100 100 0.5 0.001 100 122 -14 2323.575906871402 2340.0411901437737 100 GTEX 1 100 100 0.5 0.001 100 122 -15 2319.585687066958 2337.8627734746315 100 GTEX 1 100 100 0.5 0.001 100 122 -16 2315.914296583073 2335.3135833160054 100 GTEX 1 100 100 0.5 0.001 100 122 -17 2313.8822007687477 2335.1018818322245 100 GTEX 1 100 100 0.5 0.001 100 122 -18 2311.052768957505 2332.852838900606 100 GTEX 1 100 100 0.5 0.001 100 122 -19 2309.667262864589 2327.662613437203 100 GTEX 1 100 100 0.5 0.001 100 122 -20 2306.9854382379663 2330.359905982652 100 GTEX 1 100 100 0.5 0.001 100 122 -21 2304.558876573517 2326.7797675187144 100 GTEX 1 100 100 0.5 0.001 100 122 -22 2303.6432865892707 2326.252963105989 100 GTEX 1 100 100 0.5 0.001 100 122 -23 2302.348441461128 2319.863556952531 100 GTEX 1 100 100 0.5 0.001 100 122 -24 2300.6272561409864 2316.6479241548836 100 GTEX 1 100 100 0.5 0.001 100 122 -25 2298.1448085031802 2320.081840021982 100 GTEX 1 100 100 0.5 0.001 100 122 -26 2296.847999676714 2319.3249873752375 100 GTEX 1 100 100 0.5 0.001 100 122 -27 2296.044124440078 2314.3486365256654 100 GTEX 1 100 100 0.5 0.001 100 122 -28 2294.6270711336088 2328.7216722611693 100 GTEX 1 100 100 0.5 0.001 100 122 -29 2293.5519530063725 2315.6908344225285 100 GTEX 1 100 100 0.5 0.001 100 122 -30 2291.658191494344 2312.3436766649834 100 GTEX 1 100 100 0.5 0.001 100 122 -31 2290.761564044221 2314.584985073075 100 GTEX 1 100 100 0.5 0.001 100 122 -32 2289.504705464335 2308.8166225418845 100 GTEX 1 100 100 0.5 0.001 100 122 -33 2288.188594055337 2308.2800487909935 100 GTEX 1 100 100 0.5 0.001 100 122 -34 2286.974219503027 2306.7849241771623 100 GTEX 1 100 100 0.5 0.001 100 122 -35 2286.8925263672904 2305.7064863429778 100 GTEX 1 100 100 0.5 0.001 100 122 -36 2286.0691849968557 2308.1010259475997 100 GTEX 1 100 100 0.5 0.001 100 122 -37 2284.7398926245446 2303.5243778591375 100 GTEX 1 100 100 0.5 0.001 100 122 -38 2283.294580898202 2303.278428922588 100 GTEX 1 100 100 0.5 0.001 100 122 -39 2283.152367527084 2302.6435816079493 100 GTEX 1 100 100 0.5 0.001 100 122 -40 2281.744348764747 2310.7861123900902 100 GTEX 1 100 100 0.5 0.001 100 122 -41 2281.7451755986667 2303.3470259401734 100 GTEX 1 100 100 0.5 0.001 100 122 -42 2280.736316984327 2300.3884100968394 100 GTEX 1 100 100 0.5 0.001 100 122 -43 2280.0075969589266 2302.1924988489186 100 GTEX 1 100 100 0.5 0.001 100 122 -44 2279.2188371654497 2300.1482212081155 100 GTEX 1 100 100 0.5 0.001 100 122 -45 2278.6605029776542 2297.544142110266 100 GTEX 1 100 100 0.5 0.001 100 122 -46 2277.8752740296063 2300.1928506713402 100 GTEX 1 100 100 0.5 0.001 100 122 -47 2277.308519324116 2299.5800363518892 100 GTEX 1 100 100 0.5 0.001 100 122 -48 2276.574279378986 2295.6858615657675 100 GTEX 1 100 100 0.5 0.001 100 122 -49 2276.0827817496797 2297.242789961086 100 GTEX 1 100 100 0.5 0.001 100 122 -50 2275.554339482916 2296.2599744905538 100 GTEX 1 100 100 0.5 0.001 100 122 -51 2275.304377650036 2294.575760641932 100 GTEX 1 100 100 0.5 0.001 100 122 -52 2273.9724055332836 2293.8749619400546 100 GTEX 1 100 100 0.5 0.001 100 122 -53 2273.6842561042636 2293.909943671281 100 GTEX 1 100 100 0.5 0.001 100 122 -54 2272.870617434658 2294.3448537384147 100 GTEX 1 100 100 0.5 0.001 100 122 -55 2272.6860042873022 2294.749123692966 100 GTEX 1 100 100 0.5 0.001 100 122 -56 2272.098242682641 2292.613791810242 100 GTEX 1 100 100 0.5 0.001 100 122 -57 2271.86869987213 2293.1980481746077 100 GTEX 1 100 100 0.5 0.001 100 122 -58 2271.011802898184 2294.553562410884 100 GTEX 1 100 100 0.5 0.001 100 122 -59 2271.3953667488877 2291.7288433118465 100 GTEX 1 100 100 0.5 0.001 100 122 -60 2270.6270676779372 2290.108585024061 100 GTEX 1 100 100 0.5 0.001 100 122 -61 2269.72512628159 2290.215424860385 100 GTEX 1 100 100 0.5 0.001 100 122 -62 2270.2121740115335 2289.3562633673955 100 GTEX 1 100 100 0.5 0.001 100 122 -63 2269.405194240726 2291.4686775932746 100 GTEX 1 100 100 0.5 0.001 100 122 -64 2268.9182284411477 2293.2960710996913 100 GTEX 1 100 100 0.5 0.001 100 122 -65 2268.361157585024 2288.808826751129 100 GTEX 1 100 100 0.5 0.001 100 122 -66 2267.985495076029 2289.9376522397815 100 GTEX 1 100 100 0.5 0.001 100 122 -67 2268.221361636763 2287.8940141917183 100 GTEX 1 100 100 0.5 0.001 100 122 -68 2267.349486466558 2289.0929015417064 100 GTEX 1 100 100 0.5 0.001 100 122 -69 2266.8900659032693 2287.911942282557 100 GTEX 1 100 100 0.5 0.001 100 122 -70 2266.5036644303486 2288.4223484285885 100 GTEX 1 100 100 0.5 0.001 100 122 -71 2267.12084053179 2288.458065366564 100 GTEX 1 100 100 0.5 0.001 100 122 -72 2265.9549731912084 2285.866346468037 100 GTEX 1 100 100 0.5 0.001 100 122 -73 2265.8878564138504 2286.2699907542183 100 GTEX 1 100 100 0.5 0.001 100 122 -74 2266.0001064295298 2286.509166877079 100 GTEX 1 100 100 0.5 0.001 100 122 -75 2266.1758066517655 2288.223010857296 100 GTEX 1 100 100 0.5 0.001 100 122 -76 2265.4480160731027 2287.6817353107176 100 GTEX 1 100 100 0.5 0.001 100 122 -77 2264.6710402489816 2284.340111097909 100 GTEX 1 100 100 0.5 0.001 100 122 -78 2264.2230765009376 2285.654010032973 100 GTEX 1 100 100 0.5 0.001 100 122 -79 2264.1426473415877 2283.701261919261 100 GTEX 1 100 100 0.5 0.001 100 122 -80 2264.1507290229383 2285.2778181068797 100 GTEX 1 100 100 0.5 0.001 100 122 -81 2263.614140938589 2284.2391269234195 100 GTEX 1 100 100 0.5 0.001 100 122 -82 2263.6452726720945 2286.74444324798 100 GTEX 1 100 100 0.5 0.001 100 122 -83 2263.2617115291937 2284.751112093037 100 GTEX 1 100 100 0.5 0.001 100 122 -84 2262.9556612309125 2284.6615059856226 100 GTEX 1 100 100 0.5 0.001 100 122 -85 2262.9677859191797 2282.9715404437975 100 GTEX 1 100 100 0.5 0.001 100 122 -86 2262.102405039174 2282.436680318738 100 GTEX 1 100 100 0.5 0.001 100 122 -87 2262.56014116883 2284.3068123588996 100 GTEX 1 100 100 0.5 0.001 100 122 -88 2262.712193198248 2285.5565682182746 100 GTEX 1 100 100 0.5 0.001 100 122 -89 2262.547360186619 2281.9185433623456 100 GTEX 1 100 100 0.5 0.001 100 122 -90 2261.536962869994 2282.7799132604564 100 GTEX 1 100 100 0.5 0.001 100 122 -91 2261.2924339977026 2281.0545798182034 100 GTEX 1 100 100 0.5 0.001 100 122 -92 2261.563660332025 2282.5918005881654 100 GTEX 1 100 100 0.5 0.001 100 122 -93 2260.966734801853 2283.4759776764495 100 GTEX 1 100 100 0.5 0.001 100 122 -94 2260.995222069714 2283.9315468675736 100 GTEX 1 100 100 0.5 0.001 100 122 -95 2261.2800461626157 2282.100895986811 100 GTEX 1 100 100 0.5 0.001 100 122 -96 2260.752646606097 2281.0475359434413 100 GTEX 1 100 100 0.5 0.001 100 122 -97 2260.1717224346744 2284.4185090155656 100 GTEX 1 100 100 0.5 0.001 100 122 -98 2259.903993962168 2282.342827278398 100 GTEX 1 100 100 0.5 0.001 100 122 -99 2260.523767310336 2280.196243576224 100 GTEX 1 100 100 0.5 0.001 100 122 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 1888c6be7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3212.9141333154807 3255.338545070402 100 GTEX 1 100 100 0.0 0.001 100 133 -1 2532.4257925969814 2683.2386961962334 100 GTEX 1 100 100 0.0 0.001 100 133 -2 2463.446438816869 2545.7753386406844 100 GTEX 1 100 100 0.0 0.001 100 133 -3 2426.916185210798 2409.4178406457936 100 GTEX 1 100 100 0.0 0.001 100 133 -4 2398.443232288806 2369.959868108365 100 GTEX 1 100 100 0.0 0.001 100 133 -5 2381.8999599296817 2374.2874593408387 100 GTEX 1 100 100 0.0 0.001 100 133 -6 2371.3626655730927 2348.523060613712 100 GTEX 1 100 100 0.0 0.001 100 133 -7 2360.2729823313052 2333.8126680207342 100 GTEX 1 100 100 0.0 0.001 100 133 -8 2352.9622090582334 2332.2391603419082 100 GTEX 1 100 100 0.0 0.001 100 133 -9 2346.3748526439704 2342.7335024061313 100 GTEX 1 100 100 0.0 0.001 100 133 -10 2341.264630875467 2316.305963900606 100 GTEX 1 100 100 0.0 0.001 100 133 -11 2336.945264533214 2323.7377010679065 100 GTEX 1 100 100 0.0 0.001 100 133 -12 2333.577749105445 2310.6565331288616 100 GTEX 1 100 100 0.0 0.001 100 133 -13 2329.689867960333 2306.568881074739 100 GTEX 1 100 100 0.0 0.001 100 133 -14 2325.579050862123 2302.9496049192016 100 GTEX 1 100 100 0.0 0.001 100 133 -15 2323.7416132395756 2300.8321779200332 100 GTEX 1 100 100 0.0 0.001 100 133 -16 2319.891589364495 2298.481334845829 100 GTEX 1 100 100 0.0 0.001 100 133 -17 2318.097002070721 2327.651245581333 100 GTEX 1 100 100 0.0 0.001 100 133 -18 2315.0191851670606 2296.0797476532794 100 GTEX 1 100 100 0.0 0.001 100 133 -19 2312.96372277137 2295.4935149566304 100 GTEX 1 100 100 0.0 0.001 100 133 -20 2310.213667068006 2291.9141302652683 100 GTEX 1 100 100 0.0 0.001 100 133 -21 2308.689876006374 2285.7316068351947 100 GTEX 1 100 100 0.0 0.001 100 133 -22 2306.986684007605 2283.91665521774 100 GTEX 1 100 100 0.0 0.001 100 133 -23 2305.3839656112186 2285.1828817505348 100 GTEX 1 100 100 0.0 0.001 100 133 -24 2303.585407828056 2284.2318491192373 100 GTEX 1 100 100 0.0 0.001 100 133 -25 2302.5470044071676 2281.5027774477185 100 GTEX 1 100 100 0.0 0.001 100 133 -26 2301.472607664288 2280.57549793548 100 GTEX 1 100 100 0.0 0.001 100 133 -27 2299.559482347604 2279.213034510159 100 GTEX 1 100 100 0.0 0.001 100 133 -28 2298.298796895012 2279.538219611454 100 GTEX 1 100 100 0.0 0.001 100 133 -29 2296.888080155697 2275.2324738593156 100 GTEX 1 100 100 0.0 0.001 100 133 -30 2295.9190633468975 2274.215476844701 100 GTEX 1 100 100 0.0 0.001 100 133 -31 2294.8536258196646 2274.639837808935 100 GTEX 1 100 100 0.0 0.001 100 133 -32 2294.564949993852 2271.2500306336146 100 GTEX 1 100 100 0.0 0.001 100 133 -33 2292.3658934283235 2273.0621156873813 100 GTEX 1 100 100 0.0 0.001 100 133 -34 2291.961207351854 2274.669401103553 100 GTEX 1 100 100 0.0 0.001 100 133 -35 2289.7709262066587 2268.7763504782556 100 GTEX 1 100 100 0.0 0.001 100 133 -36 2288.986935549557 2268.4002829432034 100 GTEX 1 100 100 0.0 0.001 100 133 -37 2288.3046445362015 2269.3868338581274 100 GTEX 1 100 100 0.0 0.001 100 133 -38 2287.6242047055316 2269.3847452025902 100 GTEX 1 100 100 0.0 0.001 100 133 -39 2287.6697891411036 2266.1030199174193 100 GTEX 1 100 100 0.0 0.001 100 133 -40 2286.1496806649907 2266.988854934054 100 GTEX 1 100 100 0.0 0.001 100 133 -41 2284.892116483368 2265.4448297884983 100 GTEX 1 100 100 0.0 0.001 100 133 -42 2285.008257972183 2267.113889280834 100 GTEX 1 100 100 0.0 0.001 100 133 -43 2283.432984674973 2264.6161060405775 100 GTEX 1 100 100 0.0 0.001 100 133 -44 2283.139501571454 2263.729781814401 100 GTEX 1 100 100 0.0 0.001 100 133 -45 2282.3830049602816 2261.6212571292776 100 GTEX 1 100 100 0.0 0.001 100 133 -46 2281.505694302206 2261.9555673345412 100 GTEX 1 100 100 0.0 0.001 100 133 -47 2280.804027930905 2262.296188064401 100 GTEX 1 100 100 0.0 0.001 100 133 -48 2280.6482009412216 2259.3106786923718 100 GTEX 1 100 100 0.0 0.001 100 133 -49 2279.9175268882204 2262.106530715304 100 GTEX 1 100 100 0.0 0.001 100 133 -50 2278.954536899765 2261.544659168548 100 GTEX 1 100 100 0.0 0.001 100 133 -51 2278.4878993982798 2260.2209305563806 100 GTEX 1 100 100 0.0 0.001 100 133 -52 2278.7566317176193 2261.610614268952 100 GTEX 1 100 100 0.0 0.001 100 133 -53 2277.5447202339788 2261.85774492039 100 GTEX 1 100 100 0.0 0.001 100 133 -54 2277.369139851342 2258.324021952234 100 GTEX 1 100 100 0.0 0.001 100 133 -55 2276.5970050364094 2257.0132587853495 100 GTEX 1 100 100 0.0 0.001 100 133 -56 2275.8537778692184 2256.770129069629 100 GTEX 1 100 100 0.0 0.001 100 133 -57 2275.5370889762216 2256.8378293577707 100 GTEX 1 100 100 0.0 0.001 100 133 -58 2275.281072677624 2255.90010192639 100 GTEX 1 100 100 0.0 0.001 100 133 -59 2274.51817796771 2258.604839368465 100 GTEX 1 100 100 0.0 0.001 100 133 -60 2273.861097265501 2259.6310998024596 100 GTEX 1 100 100 0.0 0.001 100 133 -61 2274.353078482533 2255.086935413201 100 GTEX 1 100 100 0.0 0.001 100 133 -62 2273.8406112443636 2263.869450674311 100 GTEX 1 100 100 0.0 0.001 100 133 -63 2273.3508742797762 2254.3377198193916 100 GTEX 1 100 100 0.0 0.001 100 133 -64 2272.5090676308987 2253.6863442772697 100 GTEX 1 100 100 0.0 0.001 100 133 -65 2272.1752891004608 2253.050548248871 100 GTEX 1 100 100 0.0 0.001 100 133 -66 2272.308061653928 2253.495969358959 100 GTEX 1 100 100 0.0 0.001 100 133 -67 2271.8947651525527 2252.4339511421695 100 GTEX 1 100 100 0.0 0.001 100 133 -68 2271.2324785325422 2252.2841295597673 100 GTEX 1 100 100 0.0 0.001 100 133 -69 2271.3426320644244 2251.09478133169 100 GTEX 1 100 100 0.0 0.001 100 133 -70 2270.712529378367 2252.2257094002493 100 GTEX 1 100 100 0.0 0.001 100 133 -71 2269.9781102540815 2251.551609285884 100 GTEX 1 100 100 0.0 0.001 100 133 -72 2270.0868949273627 2250.1431787295032 100 GTEX 1 100 100 0.0 0.001 100 133 -73 2270.9684587436127 2251.5778557955086 100 GTEX 1 100 100 0.0 0.001 100 133 -74 2269.5956420318194 2249.399592294439 100 GTEX 1 100 100 0.0 0.001 100 133 -75 2268.666201173938 2252.6882389199145 100 GTEX 1 100 100 0.0 0.001 100 133 -76 2268.8279794491723 2248.9286394590663 100 GTEX 1 100 100 0.0 0.001 100 133 -77 2268.9853318342252 2249.4745527492278 100 GTEX 1 100 100 0.0 0.001 100 133 -78 2268.0947592882267 2249.770173627614 100 GTEX 1 100 100 0.0 0.001 100 133 -79 2268.3245372133547 2248.8082419275784 100 GTEX 1 100 100 0.0 0.001 100 133 -80 2267.5826674030513 2249.1053777774478 100 GTEX 1 100 100 0.0 0.001 100 133 -81 2267.68537329197 2247.9943680563806 100 GTEX 1 100 100 0.0 0.001 100 133 -82 2267.2715562993903 2249.647986350404 100 GTEX 1 100 100 0.0 0.001 100 133 -83 2267.658140639235 2252.298850403992 100 GTEX 1 100 100 0.0 0.001 100 133 -84 2266.9738350208704 2249.334377042241 100 GTEX 1 100 100 0.0 0.001 100 133 -85 2267.0436783489686 2251.305624145972 100 GTEX 1 100 100 0.0 0.001 100 133 -86 2266.421424112212 2249.762361127614 100 GTEX 1 100 100 0.0 0.001 100 133 -87 2266.581551865815 2247.308228003208 100 GTEX 1 100 100 0.0 0.001 100 133 -88 2266.46486760445 2247.397352327412 100 GTEX 1 100 100 0.0 0.001 100 133 -89 2265.5191909952828 2246.677381624287 100 GTEX 1 100 100 0.0 0.001 100 133 -90 2266.570113515204 2246.4384115821053 100 GTEX 1 100 100 0.0 0.001 100 133 -91 2265.0655826396546 2247.1019793028163 100 GTEX 1 100 100 0.0 0.001 100 133 -92 2265.432460960194 2246.8328258673955 100 GTEX 1 100 100 0.0 0.001 100 133 -93 2265.3738460377576 2247.8728435791945 100 GTEX 1 100 100 0.0 0.001 100 133 -94 2265.038691969473 2246.6449155626187 100 GTEX 1 100 100 0.0 0.001 100 133 -95 2264.8380964437733 2246.807608832878 100 GTEX 1 100 100 0.0 0.001 100 133 -96 2264.845157722013 2246.8628291721125 100 GTEX 1 100 100 0.0 0.001 100 133 -97 2264.913240694856 2245.5941918666826 100 GTEX 1 100 100 0.0 0.001 100 133 -98 2264.4395973606097 2245.563564750178 100 GTEX 1 100 100 0.0 0.001 100 133 -99 2264.6099686792363 2244.365329989009 100 GTEX 1 100 100 0.0 0.001 100 133 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index 40ff17450..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3222.3191599819193 3134.551902625951 100 GTEX 1 100 100 1.0 0.001 100 1639 -1 2531.938991044962 2526.8365529571647 100 GTEX 1 100 100 1.0 0.001 100 1639 -2 2459.2278706522493 2427.964232934292 100 GTEX 1 100 100 1.0 0.001 100 1639 -3 2422.467359582134 2389.230877198194 100 GTEX 1 100 100 1.0 0.001 100 1639 -4 2397.2864671100515 2375.127807153042 100 GTEX 1 100 100 1.0 0.001 100 1639 -5 2381.604599313322 2358.172458895259 100 GTEX 1 100 100 1.0 0.001 100 1639 -6 2368.6663575817643 2345.2459312990136 100 GTEX 1 100 100 1.0 0.001 100 1639 -7 2359.099071450705 2335.228258488296 100 GTEX 1 100 100 1.0 0.001 100 1639 -8 2353.7540304736604 2361.3129622890924 100 GTEX 1 100 100 1.0 0.001 100 1639 -9 2345.9836158095636 2324.924393454432 100 GTEX 1 100 100 1.0 0.001 100 1639 -10 2342.291348555756 2319.510108164508 100 GTEX 1 100 100 1.0 0.001 100 1639 -11 2336.7079685880476 2310.67880005347 100 GTEX 1 100 100 1.0 0.001 100 1639 -12 2332.151837906717 2308.259056410409 100 GTEX 1 100 100 1.0 0.001 100 1639 -13 2329.8153207564765 2305.0471228537904 100 GTEX 1 100 100 1.0 0.001 100 1639 -14 2326.174135318739 2306.1759121390805 100 GTEX 1 100 100 1.0 0.001 100 1639 -15 2324.343526773925 2309.3497968898528 100 GTEX 1 100 100 1.0 0.001 100 1639 -16 2320.381304073525 2308.036833672469 100 GTEX 1 100 100 1.0 0.001 100 1639 -17 2319.2178503133005 2295.1537380436075 100 GTEX 1 100 100 1.0 0.001 100 1639 -18 2315.3147999815974 2294.7582404423124 100 GTEX 1 100 100 1.0 0.001 100 1639 -19 2314.3075146778365 2299.321223153814 100 GTEX 1 100 100 1.0 0.001 100 1639 -20 2310.793501310267 2287.637749153398 100 GTEX 1 100 100 1.0 0.001 100 1639 -21 2309.333913585308 2285.6038674474216 100 GTEX 1 100 100 1.0 0.001 100 1639 -22 2307.8139111518963 2288.1208616771623 100 GTEX 1 100 100 1.0 0.001 100 1639 -23 2305.5362095593573 2284.410700228731 100 GTEX 1 100 100 1.0 0.001 100 1639 -24 2304.014021490977 2281.9601029660766 100 GTEX 1 100 100 1.0 0.001 100 1639 -25 2302.437466861656 2285.1669355617278 100 GTEX 1 100 100 1.0 0.001 100 1639 -26 2300.3574995760355 2280.461892711799 100 GTEX 1 100 100 1.0 0.001 100 1639 -27 2298.95510509987 2279.3885029259745 100 GTEX 1 100 100 1.0 0.001 100 1639 -28 2298.1724778341872 2276.224696634387 100 GTEX 1 100 100 1.0 0.001 100 1639 -29 2296.7146686196543 2273.9418806068797 100 GTEX 1 100 100 1.0 0.001 100 1639 -30 2295.629943802526 2272.2025745232295 100 GTEX 1 100 100 1.0 0.001 100 1639 -31 2294.4240663084597 2273.4705898734555 100 GTEX 1 100 100 1.0 0.001 100 1639 -32 2293.7417084252784 2274.3501941985505 100 GTEX 1 100 100 1.0 0.001 100 1639 -33 2292.280367591659 2271.447843950511 100 GTEX 1 100 100 1.0 0.001 100 1639 -34 2291.753043905185 2272.7210605171695 100 GTEX 1 100 100 1.0 0.001 100 1639 -35 2290.374924619938 2274.0965720057034 100 GTEX 1 100 100 1.0 0.001 100 1639 -36 2289.0102586513513 2269.0322126381297 100 GTEX 1 100 100 1.0 0.001 100 1639 -37 2288.8011873172104 2274.0239954031013 100 GTEX 1 100 100 1.0 0.001 100 1639 -38 2287.4192713577013 2265.942004069629 100 GTEX 1 100 100 1.0 0.001 100 1639 -39 2286.985085295261 2265.261931328719 100 GTEX 1 100 100 1.0 0.001 100 1639 -40 2286.555933914354 2265.173284146269 100 GTEX 1 100 100 1.0 0.001 100 1639 -41 2285.1866023763882 2263.079403257189 100 GTEX 1 100 100 1.0 0.001 100 1639 -42 2284.705888144756 2263.787183638308 100 GTEX 1 100 100 1.0 0.001 100 1639 -43 2283.607849295167 2264.1059301108007 100 GTEX 1 100 100 1.0 0.001 100 1639 -44 2282.9264142568427 2265.600341796875 100 GTEX 1 100 100 1.0 0.001 100 1639 -45 2282.992509625335 2264.304745982355 100 GTEX 1 100 100 1.0 0.001 100 1639 -46 2281.385232965911 2259.458662257902 100 GTEX 1 100 100 1.0 0.001 100 1639 -47 2280.6569280853064 2260.795851094641 100 GTEX 1 100 100 1.0 0.001 100 1639 -48 2281.5671284080145 2260.9690461249406 100 GTEX 1 100 100 1.0 0.001 100 1639 -49 2280.288537598946 2258.6947620232295 100 GTEX 1 100 100 1.0 0.001 100 1639 -50 2279.320707864944 2259.380668146982 100 GTEX 1 100 100 1.0 0.001 100 1639 -51 2278.7252250261186 2259.9851686891043 100 GTEX 1 100 100 1.0 0.001 100 1639 -52 2278.180495637189 2257.790975708472 100 GTEX 1 100 100 1.0 0.001 100 1639 -53 2277.6710785450446 2257.8620336264257 100 GTEX 1 100 100 1.0 0.001 100 1639 -54 2277.0217791902132 2257.303742499406 100 GTEX 1 100 100 1.0 0.001 100 1639 -55 2277.23984811343 2256.4580774343513 100 GTEX 1 100 100 1.0 0.001 100 1639 -56 2276.685039123361 2255.511575793132 100 GTEX 1 100 100 1.0 0.001 100 1639 -57 2275.5217675595572 2255.84544877317 100 GTEX 1 100 100 1.0 0.001 100 1639 -58 2275.5516281990235 2255.6457445267943 100 GTEX 1 100 100 1.0 0.001 100 1639 -59 2275.457414442727 2254.1752790443797 100 GTEX 1 100 100 1.0 0.001 100 1639 -60 2274.7356604840747 2254.5463876470412 100 GTEX 1 100 100 1.0 0.001 100 1639 -61 2274.0121090861676 2253.2805268610387 100 GTEX 1 100 100 1.0 0.001 100 1639 -62 2273.5871017518916 2252.6783201268418 100 GTEX 1 100 100 1.0 0.001 100 1639 -63 2273.136033289156 2255.0796724616803 100 GTEX 1 100 100 1.0 0.001 100 1639 -64 2272.6262950774317 2251.1361144323314 100 GTEX 1 100 100 1.0 0.001 100 1639 -65 2272.5634189765683 2252.065308081333 100 GTEX 1 100 100 1.0 0.001 100 1639 -66 2271.627529371146 2251.909142555846 100 GTEX 1 100 100 1.0 0.001 100 1639 -67 2272.1208104364996 2253.8287070386764 100 GTEX 1 100 100 1.0 0.001 100 1639 -68 2271.615727040311 2255.139550038617 100 GTEX 1 100 100 1.0 0.001 100 1639 -69 2271.3909745128226 2253.770997950333 100 GTEX 1 100 100 1.0 0.001 100 1639 -70 2271.1480099508904 2253.7535089413022 100 GTEX 1 100 100 1.0 0.001 100 1639 -71 2270.485245442433 2249.595212058876 100 GTEX 1 100 100 1.0 0.001 100 1639 -72 2270.4003481511845 2250.0257619415397 100 GTEX 1 100 100 1.0 0.001 100 1639 -73 2269.4279983212655 2250.2973892734076 100 GTEX 1 100 100 1.0 0.001 100 1639 -74 2269.8795024565184 2248.723168666825 100 GTEX 1 100 100 1.0 0.001 100 1639 -75 2269.1968515375365 2249.274990531428 100 GTEX 1 100 100 1.0 0.001 100 1639 -76 2268.9634745819358 2249.579963945164 100 GTEX 1 100 100 1.0 0.001 100 1639 -77 2268.735777435351 2251.8233823594937 100 GTEX 1 100 100 1.0 0.001 100 1639 -78 2269.5432986634905 2247.761583219463 100 GTEX 1 100 100 1.0 0.001 100 1639 -79 2268.5520234350242 2248.4262574634627 100 GTEX 1 100 100 1.0 0.001 100 1639 -80 2268.272025187617 2249.0897156457936 100 GTEX 1 100 100 1.0 0.001 100 1639 -81 2267.521175659734 2248.18719737702 100 GTEX 1 100 100 1.0 0.001 100 1639 -82 2267.1449186978452 2248.729357585254 100 GTEX 1 100 100 1.0 0.001 100 1639 -83 2266.962472566093 2246.8387539359555 100 GTEX 1 100 100 1.0 0.001 100 1639 -84 2266.8337951125045 2250.9668275086146 100 GTEX 1 100 100 1.0 0.001 100 1639 -85 2266.87942333711 2246.756246472493 100 GTEX 1 100 100 1.0 0.001 100 1639 -86 2266.402782568726 2246.878228597315 100 GTEX 1 100 100 1.0 0.001 100 1639 -87 2266.664357779408 2245.328335722136 100 GTEX 1 100 100 1.0 0.001 100 1639 -88 2265.7829122554417 2246.089395385278 100 GTEX 1 100 100 1.0 0.001 100 1639 -89 2266.02635581473 2246.110173330561 100 GTEX 1 100 100 1.0 0.001 100 1639 -90 2265.7151011975398 2248.705611892526 100 GTEX 1 100 100 1.0 0.001 100 1639 -91 2265.763194992309 2247.9662649640563 100 GTEX 1 100 100 1.0 0.001 100 1639 -92 2265.662563357419 2244.0693164433815 100 GTEX 1 100 100 1.0 0.001 100 1639 -93 2267.1145331573243 2246.2631882352066 100 GTEX 1 100 100 1.0 0.001 100 1639 -94 2265.518325426894 2244.9282365806203 100 GTEX 1 100 100 1.0 0.001 100 1639 -95 2265.0933270154715 2245.5732171236336 100 GTEX 1 100 100 1.0 0.001 100 1639 -96 2264.6690535472317 2243.9374619400546 100 GTEX 1 100 100 1.0 0.001 100 1639 -97 2264.519654210019 2247.3316135188925 100 GTEX 1 100 100 1.0 0.001 100 1639 -98 2264.5576030553502 2244.015293599988 100 GTEX 1 100 100 1.0 0.001 100 1639 -99 2264.600710883241 2244.3088583130348 100 GTEX 1 100 100 1.0 0.001 100 1639 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 7de898735..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3223.459821936975 3170.1735227171457 100 GTEX 1 50 100 0.5 0.001 100 5409 -1 2528.8473166142094 2492.8022024640563 100 GTEX 1 50 100 0.5 0.001 100 5409 -2 2457.4320665494283 2492.434624153398 100 GTEX 1 50 100 0.5 0.001 100 5409 -3 2421.288506936307 2429.679695854622 100 GTEX 1 50 100 0.5 0.001 100 5409 -4 2396.6257117136333 2384.12787491831 100 GTEX 1 50 100 0.5 0.001 100 5409 -5 2378.1093130300073 2408.45334500505 100 GTEX 1 50 100 0.5 0.001 100 5409 -6 2366.6734080287943 2374.219737701996 100 GTEX 1 50 100 0.5 0.001 100 5409 -7 2356.4934712046615 2350.7474750475285 100 GTEX 1 50 100 0.5 0.001 100 5409 -8 2349.7241513953486 2345.279904905834 100 GTEX 1 50 100 0.5 0.001 100 5409 -9 2342.5812399785523 2332.4741600819866 100 GTEX 1 50 100 0.5 0.001 100 5409 -10 2339.1636067639565 2350.0371530046937 100 GTEX 1 50 100 0.5 0.001 100 5409 -11 2333.289919068169 2333.5280752435838 100 GTEX 1 50 100 0.5 0.001 100 5409 -12 2330.670963373181 2323.3205863459484 100 GTEX 1 50 100 0.5 0.001 100 5409 -13 2327.9355302155677 2326.911454001307 100 GTEX 1 50 100 0.5 0.001 100 5409 -14 2323.8389953826036 2317.4327220844225 100 GTEX 1 50 100 0.5 0.001 100 5409 -15 2320.5960169464074 2317.1942523912785 100 GTEX 1 50 100 0.5 0.001 100 5409 -16 2317.591111852562 2312.804634587393 100 GTEX 1 50 100 0.5 0.001 100 5409 -17 2315.2372103270322 2308.196400457462 100 GTEX 1 50 100 0.5 0.001 100 5409 -18 2313.4543148857547 2310.5833020808577 100 GTEX 1 50 100 0.5 0.001 100 5409 -19 2311.323795842837 2304.5259411017705 100 GTEX 1 50 100 0.5 0.001 100 5409 -20 2308.9741638512396 2303.610410044855 100 GTEX 1 50 100 0.5 0.001 100 5409 -21 2306.9945033673716 2306.737484776022 100 GTEX 1 50 100 0.5 0.001 100 5409 -22 2305.09709016456 2307.549273704848 100 GTEX 1 50 100 0.5 0.001 100 5409 -23 2303.4584737866157 2299.7480505881654 100 GTEX 1 50 100 0.5 0.001 100 5409 -24 2302.2863074012853 2299.4961206704493 100 GTEX 1 50 100 0.5 0.001 100 5409 -25 2299.654664336684 2295.2206956986693 100 GTEX 1 50 100 0.5 0.001 100 5409 -26 2298.90387538621 2294.9389481345056 100 GTEX 1 50 100 0.5 0.001 100 5409 -27 2297.440714161487 2293.3771926241684 100 GTEX 1 50 100 0.5 0.001 100 5409 -28 2296.288670152322 2291.8414877539803 100 GTEX 1 50 100 0.5 0.001 100 5409 -29 2295.071476906623 2292.5260320743228 100 GTEX 1 50 100 0.5 0.001 100 5409 -30 2293.888123428959 2290.87518565827 100 GTEX 1 50 100 0.5 0.001 100 5409 -31 2292.1116324046275 2288.372103730989 100 GTEX 1 50 100 0.5 0.001 100 5409 -32 2291.0630090926456 2288.922742952412 100 GTEX 1 50 100 0.5 0.001 100 5409 -33 2290.2107376641807 2290.687400672826 100 GTEX 1 50 100 0.5 0.001 100 5409 -34 2289.7378945242353 2286.3761000252493 100 GTEX 1 50 100 0.5 0.001 100 5409 -35 2288.5330168281926 2285.122423063213 100 GTEX 1 50 100 0.5 0.001 100 5409 -36 2287.765038386839 2288.3488036181084 100 GTEX 1 50 100 0.5 0.001 100 5409 -37 2286.468805729153 2282.025581853018 100 GTEX 1 50 100 0.5 0.001 100 5409 -38 2285.7905722932705 2281.5696738355514 100 GTEX 1 50 100 0.5 0.001 100 5409 -39 2284.3582553881656 2280.864650479741 100 GTEX 1 50 100 0.5 0.001 100 5409 -40 2283.7643808034654 2280.2056954387476 100 GTEX 1 50 100 0.5 0.001 100 5409 -41 2283.288261944658 2280.9469193723266 100 GTEX 1 50 100 0.5 0.001 100 5409 -42 2282.597139988125 2278.2599930563806 100 GTEX 1 50 100 0.5 0.001 100 5409 -43 2281.8236878144144 2277.5675777536835 100 GTEX 1 50 100 0.5 0.001 100 5409 -44 2280.766918298019 2277.4890517318204 100 GTEX 1 50 100 0.5 0.001 100 5409 -45 2280.5512766746906 2280.0684531324264 100 GTEX 1 50 100 0.5 0.001 100 5409 -46 2279.6359215471753 2276.63847229236 100 GTEX 1 50 100 0.5 0.001 100 5409 -47 2278.8869774353925 2276.4158531740136 100 GTEX 1 50 100 0.5 0.001 100 5409 -48 2278.194541188924 2278.829491444867 100 GTEX 1 50 100 0.5 0.001 100 5409 -49 2277.684854967007 2275.4266454892468 100 GTEX 1 50 100 0.5 0.001 100 5409 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index 1026eba84..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3219.7727458756817 3341.69053272784 100 GTEX 1 50 100 0.0 0.001 100 536 -1 2530.064624851251 2574.907858728909 100 GTEX 1 50 100 0.0 0.001 100 536 -2 2460.084122163461 2483.0855439044676 100 GTEX 1 50 100 0.0 0.001 100 536 -3 2420.8040439456217 2417.684224988118 100 GTEX 1 50 100 0.0 0.001 100 536 -4 2396.150076262032 2405.031289916528 100 GTEX 1 50 100 0.0 0.001 100 536 -5 2379.0896462609426 2380.7440682182746 100 GTEX 1 50 100 0.0 0.001 100 536 -6 2367.285042909127 2369.304297617633 100 GTEX 1 50 100 0.0 0.001 100 536 -7 2356.4642876705348 2361.050235414686 100 GTEX 1 50 100 0.0 0.001 100 536 -8 2348.4768011476544 2355.054300402507 100 GTEX 1 50 100 0.0 0.001 100 536 -9 2343.3862252336653 2349.1909105424193 100 GTEX 1 50 100 0.0 0.001 100 536 -10 2337.943215113602 2344.8340345027327 100 GTEX 1 50 100 0.0 0.001 100 536 -11 2333.447450348703 2338.3816428528994 100 GTEX 1 50 100 0.0 0.001 100 536 -12 2329.535203572071 2334.6736591759745 100 GTEX 1 50 100 0.0 0.001 100 536 -13 2325.8364330020563 2338.0604419780775 100 GTEX 1 50 100 0.0 0.001 100 536 -14 2323.3993387855926 2327.563250987702 100 GTEX 1 50 100 0.0 0.001 100 536 -15 2319.5360100072126 2328.0556835566185 100 GTEX 1 50 100 0.0 0.001 100 536 -16 2318.7687734779365 2325.7216676197127 100 GTEX 1 50 100 0.0 0.001 100 536 -17 2314.5657428126156 2327.954257515447 100 GTEX 1 50 100 0.0 0.001 100 536 -18 2312.180316251725 2320.499189601652 100 GTEX 1 50 100 0.0 0.001 100 536 -19 2310.160932099868 2323.4486738429778 100 GTEX 1 50 100 0.0 0.001 100 536 -20 2308.177466457291 2315.187375608959 100 GTEX 1 50 100 0.0 0.001 100 536 -21 2306.0599170143655 2318.580597968156 100 GTEX 1 50 100 0.0 0.001 100 536 -22 2304.1082505656987 2315.233555318738 100 GTEX 1 50 100 0.0 0.001 100 536 -23 2302.5616723408452 2310.332283745247 100 GTEX 1 50 100 0.0 0.001 100 536 -24 2300.4525328680797 2315.113854934054 100 GTEX 1 50 100 0.0 0.001 100 536 -25 2299.341891158102 2320.5043109850285 100 GTEX 1 50 100 0.0 0.001 100 536 -26 2298.530058180101 2307.363005547469 100 GTEX 1 50 100 0.0 0.001 100 536 -27 2297.157399732913 2307.6975190485387 100 GTEX 1 50 100 0.0 0.001 100 536 -28 2295.3172712252513 2302.4461683846243 100 GTEX 1 50 100 0.0 0.001 100 536 -29 2293.721341263773 2302.5219977201164 100 GTEX 1 50 100 0.0 0.001 100 536 -30 2292.5702157927703 2300.0404233751187 100 GTEX 1 50 100 0.0 0.001 100 536 -31 2291.20657966592 2301.484621925499 100 GTEX 1 50 100 0.0 0.001 100 536 -32 2290.352745783874 2299.412109375 100 GTEX 1 50 100 0.0 0.001 100 536 -33 2289.439666654563 2298.1023793963877 100 GTEX 1 50 100 0.0 0.001 100 536 -34 2288.6617247639 2296.7954797781013 100 GTEX 1 50 100 0.0 0.001 100 536 -35 2287.1777957518552 2297.7942655730158 100 GTEX 1 50 100 0.0 0.001 100 536 -36 2286.7674397949786 2298.663802578422 100 GTEX 1 50 100 0.0 0.001 100 536 -37 2285.5778881317588 2293.516735236454 100 GTEX 1 50 100 0.0 0.001 100 536 -38 2284.4755204344697 2300.7888304271623 100 GTEX 1 50 100 0.0 0.001 100 536 -39 2283.7353953257452 2293.2006232548124 100 GTEX 1 50 100 0.0 0.001 100 536 -40 2282.4857596670095 2291.3691257723385 100 GTEX 1 50 100 0.0 0.001 100 536 -41 2282.1579047509604 2290.7051161849454 100 GTEX 1 50 100 0.0 0.001 100 536 -42 2281.299560933704 2290.9069202263545 100 GTEX 1 50 100 0.0 0.001 100 536 -43 2280.758069741231 2289.1255486201876 100 GTEX 1 50 100 0.0 0.001 100 536 -44 2280.0351892336125 2291.2250930147934 100 GTEX 1 50 100 0.0 0.001 100 536 -45 2279.6745514950785 2290.056052088284 100 GTEX 1 50 100 0.0 0.001 100 536 -46 2278.748018688066 2288.9499790206155 100 GTEX 1 50 100 0.0 0.001 100 536 -47 2277.9097552115654 2286.8377031101472 100 GTEX 1 50 100 0.0 0.001 100 536 -48 2277.504357111999 2287.038444257961 100 GTEX 1 50 100 0.0 0.001 100 536 -49 2277.2194365697537 2289.2910249079137 100 GTEX 1 50 100 0.0 0.001 100 536 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index e614d4d35..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3224.181184166876 3213.0315786151377 100 GTEX 1 50 100 1.0 0.001 100 9440 -1 2534.102900928059 2641.6588724230633 100 GTEX 1 50 100 1.0 0.001 100 9440 -2 2460.5979724697468 2478.4350595220412 100 GTEX 1 50 100 1.0 0.001 100 9440 -3 2420.1121351274905 2457.594371026913 100 GTEX 1 50 100 1.0 0.001 100 9440 -4 2394.613647267523 2408.5293043013307 100 GTEX 1 50 100 1.0 0.001 100 9440 -5 2378.139022316212 2387.6139226993228 100 GTEX 1 50 100 1.0 0.001 100 9440 -6 2366.606430406692 2396.0907293399478 100 GTEX 1 50 100 1.0 0.001 100 9440 -7 2356.4658617805603 2363.09492614514 100 GTEX 1 50 100 1.0 0.001 100 9440 -8 2350.8690639812967 2359.7947399298955 100 GTEX 1 50 100 1.0 0.001 100 9440 -9 2342.3006412179316 2353.7287402715065 100 GTEX 1 50 100 1.0 0.001 100 9440 -10 2337.288683252928 2346.976065864128 100 GTEX 1 50 100 1.0 0.001 100 9440 -11 2332.795466272232 2345.7278676776377 100 GTEX 1 50 100 1.0 0.001 100 9440 -12 2330.5851158495875 2346.25907776111 100 GTEX 1 50 100 1.0 0.001 100 9440 -13 2326.8493807848977 2339.959292567728 100 GTEX 1 50 100 1.0 0.001 100 9440 -14 2322.4767212803768 2339.9705648095887 100 GTEX 1 50 100 1.0 0.001 100 9440 -15 2320.7408928351856 2338.1217760441423 100 GTEX 1 50 100 1.0 0.001 100 9440 -16 2318.1299847548144 2328.0964299771267 100 GTEX 1 50 100 1.0 0.001 100 9440 -17 2315.901601012687 2323.7853372668133 100 GTEX 1 50 100 1.0 0.001 100 9440 -18 2311.8990478128794 2331.6115973294914 100 GTEX 1 50 100 1.0 0.001 100 9440 -19 2310.153986302955 2320.9932615330918 100 GTEX 1 50 100 1.0 0.001 100 9440 -20 2308.037492309841 2326.4515951758553 100 GTEX 1 50 100 1.0 0.001 100 9440 -21 2305.948274629552 2315.766638694154 100 GTEX 1 50 100 1.0 0.001 100 9440 -22 2304.0327975735613 2314.121457640209 100 GTEX 1 50 100 1.0 0.001 100 9440 -23 2301.5754146960744 2312.281671444273 100 GTEX 1 50 100 1.0 0.001 100 9440 -24 2300.6970910877917 2313.0089580115255 100 GTEX 1 50 100 1.0 0.001 100 9440 -25 2298.5758355401495 2308.9761494103495 100 GTEX 1 50 100 1.0 0.001 100 9440 -26 2297.6158257848397 2312.8602355260814 100 GTEX 1 50 100 1.0 0.001 100 9440 -27 2296.740493395644 2319.719747913201 100 GTEX 1 50 100 1.0 0.001 100 9440 -28 2295.283337612521 2306.668478381951 100 GTEX 1 50 100 1.0 0.001 100 9440 -29 2293.328101403436 2307.0104859790877 100 GTEX 1 50 100 1.0 0.001 100 9440 -30 2292.6429325892327 2304.891455820758 100 GTEX 1 50 100 1.0 0.001 100 9440 -31 2291.0553375015265 2304.1024369504516 100 GTEX 1 50 100 1.0 0.001 100 9440 -32 2290.3186834602684 2302.973789693738 100 GTEX 1 50 100 1.0 0.001 100 9440 -33 2289.343918760563 2302.710796399715 100 GTEX 1 50 100 1.0 0.001 100 9440 -34 2288.233880426333 2299.930172996376 100 GTEX 1 50 100 1.0 0.001 100 9440 -35 2286.984209359857 2299.7922353998338 100 GTEX 1 50 100 1.0 0.001 100 9440 -36 2286.023422877867 2296.2714008287785 100 GTEX 1 50 100 1.0 0.001 100 9440 -37 2284.674871712057 2296.6145140209123 100 GTEX 1 50 100 1.0 0.001 100 9440 -38 2284.125674036497 2296.953803580977 100 GTEX 1 50 100 1.0 0.001 100 9440 -39 2283.9197460225737 2296.1544491147815 100 GTEX 1 50 100 1.0 0.001 100 9440 -40 2282.3158797758415 2295.2065225463402 100 GTEX 1 50 100 1.0 0.001 100 9440 -41 2282.066715403672 2295.3986881386645 100 GTEX 1 50 100 1.0 0.001 100 9440 -42 2281.0921071117928 2292.33560053024 100 GTEX 1 50 100 1.0 0.001 100 9440 -43 2280.453449652617 2293.8249010441423 100 GTEX 1 50 100 1.0 0.001 100 9440 -44 2279.755841555081 2293.5985047082936 100 GTEX 1 50 100 1.0 0.001 100 9440 -45 2278.633542575113 2290.6329953733957 100 GTEX 1 50 100 1.0 0.001 100 9440 -46 2278.368273715604 2291.1421548241447 100 GTEX 1 50 100 1.0 0.001 100 9440 -47 2277.3220043349597 2294.3172853419082 100 GTEX 1 50 100 1.0 0.001 100 9440 -48 2276.885322736009 2290.794823476117 100 GTEX 1 50 100 1.0 0.001 100 9440 -49 2276.5136135927764 2288.192268632664 100 GTEX 1 50 100 1.0 0.001 100 9440 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 7f5d206af..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3472.3046224353757 3567.11653398289 150 GTEX 1 100 100 0.5 0.001 100 904 -1 2593.290476050235 2957.206238025042 150 GTEX 1 100 100 0.5 0.001 100 904 -2 2503.942776062779 2522.343133150398 150 GTEX 1 100 100 0.5 0.001 100 904 -3 2458.8025897525617 2515.823684982474 150 GTEX 1 100 100 0.5 0.001 100 904 -4 2430.1370552137937 2430.8539802348205 150 GTEX 1 100 100 0.5 0.001 100 904 -5 2407.7822067568595 2435.218807089918 150 GTEX 1 100 100 0.5 0.001 100 904 -6 2393.338382465076 2400.0125713856046 150 GTEX 1 100 100 0.5 0.001 100 904 -7 2380.0020969222032 2400.5097266367634 150 GTEX 1 100 100 0.5 0.001 100 904 -8 2371.687258799275 2398.9793093141043 150 GTEX 1 100 100 0.5 0.001 100 904 -9 2363.4431925485815 2368.041185502317 150 GTEX 1 100 100 0.5 0.001 100 904 -10 2357.858425360793 2360.4887658180846 150 GTEX 1 100 100 0.5 0.001 100 904 -11 2352.3040236242095 2351.6558707929835 150 GTEX 1 100 100 0.5 0.001 100 904 -12 2347.2829847213925 2354.0178914233306 150 GTEX 1 100 100 0.5 0.001 100 904 -13 2342.8487094819916 2346.1819297877555 150 GTEX 1 100 100 0.5 0.001 100 904 -14 2341.15134645347 2345.5056500453006 150 GTEX 1 100 100 0.5 0.001 100 904 -15 2336.444755646877 2344.8635430281606 150 GTEX 1 100 100 0.5 0.001 100 904 -16 2333.322945128679 2339.23063723488 150 GTEX 1 100 100 0.5 0.001 100 904 -17 2330.0667356735075 2340.225894130228 150 GTEX 1 100 100 0.5 0.001 100 904 -18 2327.045130968925 2330.0063040265563 150 GTEX 1 100 100 0.5 0.001 100 904 -19 2325.517943446231 2337.4297056016812 150 GTEX 1 100 100 0.5 0.001 100 904 -20 2323.166377258462 2325.6122527031844 150 GTEX 1 100 100 0.5 0.001 100 904 -21 2321.7008470418627 2325.5386651913022 150 GTEX 1 100 100 0.5 0.001 100 904 -22 2318.7334692529807 2325.3070959519073 150 GTEX 1 100 100 0.5 0.001 100 904 -23 2316.633123510451 2326.3594789686313 150 GTEX 1 100 100 0.5 0.001 100 904 -24 2315.0442599591424 2321.8436116845887 150 GTEX 1 100 100 0.5 0.001 100 904 -25 2313.8527984183957 2322.0621263627318 150 GTEX 1 100 100 0.5 0.001 100 904 -26 2311.422043244791 2316.3534887045507 150 GTEX 1 100 100 0.5 0.001 100 904 -27 2310.471729304756 2318.9784330070697 150 GTEX 1 100 100 0.5 0.001 100 904 -28 2308.9226557239126 2311.8825688235206 150 GTEX 1 100 100 0.5 0.001 100 904 -29 2307.3187252893686 2315.3451498633553 150 GTEX 1 100 100 0.5 0.001 100 904 -30 2306.395255832142 2317.1536266486455 150 GTEX 1 100 100 0.5 0.001 100 904 -31 2304.7397608706146 2313.4240926880348 150 GTEX 1 100 100 0.5 0.001 100 904 -32 2303.1839394461103 2310.448497467621 150 GTEX 1 100 100 0.5 0.001 100 904 -33 2302.3098439552773 2307.776845257545 150 GTEX 1 100 100 0.5 0.001 100 904 -34 2301.2474661932156 2307.7509306120783 150 GTEX 1 100 100 0.5 0.001 100 904 -35 2299.3694603519957 2305.648214710076 150 GTEX 1 100 100 0.5 0.001 100 904 -36 2298.5227571195087 2304.0873512877256 150 GTEX 1 100 100 0.5 0.001 100 904 -37 2297.823489422756 2302.7128780930666 150 GTEX 1 100 100 0.5 0.001 100 904 -38 2296.9082276499535 2304.514063149804 150 GTEX 1 100 100 0.5 0.001 100 904 -39 2295.841617541113 2300.89899772383 150 GTEX 1 100 100 0.5 0.001 100 904 -40 2295.2727924498836 2301.6417366288915 150 GTEX 1 100 100 0.5 0.001 100 904 -41 2293.7145047589242 2297.372961472196 150 GTEX 1 100 100 0.5 0.001 100 904 -42 2293.056285155012 2301.441256330947 150 GTEX 1 100 100 0.5 0.001 100 904 -43 2292.560676127436 2304.4082453622564 150 GTEX 1 100 100 0.5 0.001 100 904 -44 2291.417092066727 2299.2137864261526 150 GTEX 1 100 100 0.5 0.001 100 904 -45 2290.698732738146 2322.694419947867 150 GTEX 1 100 100 0.5 0.001 100 904 -46 2290.134129239851 2296.934453811936 150 GTEX 1 100 100 0.5 0.001 100 904 -47 2289.131477166572 2293.7746920857594 150 GTEX 1 100 100 0.5 0.001 100 904 -48 2288.0971405554737 2292.4970039396685 150 GTEX 1 100 100 0.5 0.001 100 904 -49 2288.0081971884656 2294.102837508169 150 GTEX 1 100 100 0.5 0.001 100 904 -50 2287.166582535675 2293.497127866564 150 GTEX 1 100 100 0.5 0.001 100 904 -51 2286.616394707025 2298.8165111469225 150 GTEX 1 100 100 0.5 0.001 100 904 -52 2285.836149636979 2291.0689920055547 150 GTEX 1 100 100 0.5 0.001 100 904 -53 2285.121163069742 2290.3473058200157 150 GTEX 1 100 100 0.5 0.001 100 904 -54 2284.339464941334 2291.9241548835553 150 GTEX 1 100 100 0.5 0.001 100 904 -55 2283.931722503788 2289.219717743732 150 GTEX 1 100 100 0.5 0.001 100 904 -56 2283.551583455812 2290.2646609694334 150 GTEX 1 100 100 0.5 0.001 100 904 -57 2283.002913595417 2287.5215549251425 150 GTEX 1 100 100 0.5 0.001 100 904 -58 2282.3121562638225 2286.9052985013664 150 GTEX 1 100 100 0.5 0.001 100 904 -59 2281.5726674886696 2288.7576853240853 150 GTEX 1 100 100 0.5 0.001 100 904 -60 2280.2634541676844 2285.499833835848 150 GTEX 1 100 100 0.5 0.001 100 904 -61 2280.01250558581 2285.5014137877256 150 GTEX 1 100 100 0.5 0.001 100 904 -62 2279.930212426843 2283.955826791974 150 GTEX 1 100 100 0.5 0.001 100 904 -63 2279.5630504575515 2284.8027673293427 150 GTEX 1 100 100 0.5 0.001 100 904 -64 2278.505777393058 2285.728378702026 150 GTEX 1 100 100 0.5 0.001 100 904 -65 2278.4083343889465 2282.272997954046 150 GTEX 1 100 100 0.5 0.001 100 904 -66 2277.780216960478 2282.767889102602 150 GTEX 1 100 100 0.5 0.001 100 904 -67 2277.3738410347705 2283.4426933259565 150 GTEX 1 100 100 0.5 0.001 100 904 -68 2277.011341772324 2282.4859456689637 150 GTEX 1 100 100 0.5 0.001 100 904 -69 2276.6596082939423 2282.7258393610387 150 GTEX 1 100 100 0.5 0.001 100 904 -70 2276.068968836856 2281.906743386852 150 GTEX 1 100 100 0.5 0.001 100 904 -71 2275.6055268001264 2292.8675253980514 150 GTEX 1 100 100 0.5 0.001 100 904 -72 2275.379965800197 2284.2163206615373 150 GTEX 1 100 100 0.5 0.001 100 904 -73 2274.720385538458 2280.6444778732475 150 GTEX 1 100 100 0.5 0.001 100 904 -74 2274.904118727389 2279.4345280752436 150 GTEX 1 100 100 0.5 0.001 100 904 -75 2274.1398248572755 2279.061619051509 150 GTEX 1 100 100 0.5 0.001 100 904 -76 2273.938383697771 2279.0778933913084 150 GTEX 1 100 100 0.5 0.001 100 904 -77 2273.4615268209636 2278.889592740019 150 GTEX 1 100 100 0.5 0.001 100 904 -78 2273.0152350248727 2281.267886317728 150 GTEX 1 100 100 0.5 0.001 100 904 -79 2272.5369223303233 2284.1415208011526 150 GTEX 1 100 100 0.5 0.001 100 904 -80 2273.2520612307885 2278.5119805281606 150 GTEX 1 100 100 0.5 0.001 100 904 -81 2271.9460350706318 2280.5164637112343 150 GTEX 1 100 100 0.5 0.001 100 904 -82 2271.6659369182094 2277.010566740435 150 GTEX 1 100 100 0.5 0.001 100 904 -83 2271.7270477639845 2277.902504808549 150 GTEX 1 100 100 0.5 0.001 100 904 -84 2271.6120130442837 2277.009928540132 150 GTEX 1 100 100 0.5 0.001 100 904 -85 2270.694771042668 2276.763702044469 150 GTEX 1 100 100 0.5 0.001 100 904 -86 2271.3338848568133 2276.92034146269 150 GTEX 1 100 100 0.5 0.001 100 904 -87 2270.5209447228694 2275.403230268239 150 GTEX 1 100 100 0.5 0.001 100 904 -88 2269.8197196202104 2277.4902868234612 150 GTEX 1 100 100 0.5 0.001 100 904 -89 2269.56624716016 2275.3111841470118 150 GTEX 1 100 100 0.5 0.001 100 904 -90 2269.734381034531 2275.8161138382247 150 GTEX 1 100 100 0.5 0.001 100 904 -91 2268.664719361293 2273.28361946367 150 GTEX 1 100 100 0.5 0.001 100 904 -92 2269.1252229166116 2275.3966904556796 150 GTEX 1 100 100 0.5 0.001 100 904 -93 2268.2402028097604 2275.382180333591 150 GTEX 1 100 100 0.5 0.001 100 904 -94 2268.665300429906 2274.1320109204194 150 GTEX 1 100 100 0.5 0.001 100 904 -95 2267.4115039103763 2274.5434867365734 150 GTEX 1 100 100 0.5 0.001 100 904 -96 2267.758315300229 2278.4888521491803 150 GTEX 1 100 100 0.5 0.001 100 904 -97 2267.724817308438 2273.6727011793014 150 GTEX 1 100 100 0.5 0.001 100 904 -98 2267.0077339737295 2273.4352201164447 150 GTEX 1 100 100 0.5 0.001 100 904 -99 2267.381723396073 2273.580610964235 150 GTEX 1 100 100 0.5 0.001 100 904 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index 0a50904e4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3494.6987584235867 3907.3384503846837 150 GTEX 1 100 100 0.0 0.001 100 7538 -1 2599.1807417119585 2779.028776103553 150 GTEX 1 100 100 0.0 0.001 100 7538 -2 2506.9588717304187 2671.208068615583 150 GTEX 1 100 100 0.0 0.001 100 7538 -3 2460.7219405391343 2463.958185116148 150 GTEX 1 100 100 0.0 0.001 100 7538 -4 2431.627809332129 2423.388707614217 150 GTEX 1 100 100 0.0 0.001 100 7538 -5 2409.089855896428 2403.5575150754516 150 GTEX 1 100 100 0.0 0.001 100 7538 -6 2393.820752994984 2383.037209630466 150 GTEX 1 100 100 0.0 0.001 100 7538 -7 2383.6959410712047 2380.1112111602897 150 GTEX 1 100 100 0.0 0.001 100 7538 -8 2372.5239039898875 2362.3511930400427 150 GTEX 1 100 100 0.0 0.001 100 7538 -9 2366.3790406085777 2360.7766220034755 150 GTEX 1 100 100 0.0 0.001 100 7538 -10 2358.2347681471247 2348.1244239952175 150 GTEX 1 100 100 0.0 0.001 100 7538 -11 2351.976844291973 2344.312728591745 150 GTEX 1 100 100 0.0 0.001 100 7538 -12 2348.1057493556978 2341.595460608885 150 GTEX 1 100 100 0.0 0.001 100 7538 -13 2344.566494395416 2340.4304459140326 150 GTEX 1 100 100 0.0 0.001 100 7538 -14 2341.2677915256204 2328.4888572547825 150 GTEX 1 100 100 0.0 0.001 100 7538 -15 2337.4164690142816 2348.7362942423656 150 GTEX 1 100 100 0.0 0.001 100 7538 -16 2337.481858033168 2337.381673254441 150 GTEX 1 100 100 0.0 0.001 100 7538 -17 2331.7412135163595 2331.0054518550974 150 GTEX 1 100 100 0.0 0.001 100 7538 -18 2329.494674655217 2317.863471085581 150 GTEX 1 100 100 0.0 0.001 100 7538 -19 2326.69505469142 2335.22245504285 150 GTEX 1 100 100 0.0 0.001 100 7538 -20 2325.18816663517 2317.3371208393983 150 GTEX 1 100 100 0.0 0.001 100 7538 -21 2323.219306595237 2316.644627328155 150 GTEX 1 100 100 0.0 0.001 100 7538 -22 2319.5457845550663 2312.5920528513398 150 GTEX 1 100 100 0.0 0.001 100 7538 -23 2318.924098286317 2310.337345253832 150 GTEX 1 100 100 0.0 0.001 100 7538 -24 2316.1421533094813 2310.5625649803947 150 GTEX 1 100 100 0.0 0.001 100 7538 -25 2315.2896421244523 2308.7672878018802 150 GTEX 1 100 100 0.0 0.001 100 7538 -26 2313.1844440257523 2304.328704717948 150 GTEX 1 100 100 0.0 0.001 100 7538 -27 2311.5686807008888 2308.5626763753567 150 GTEX 1 100 100 0.0 0.001 100 7538 -28 2309.2836457862263 2300.4352094410942 150 GTEX 1 100 100 0.0 0.001 100 7538 -29 2308.9456127823955 2298.2799617636792 150 GTEX 1 100 100 0.0 0.001 100 7538 -30 2307.7491575639806 2300.2188488630286 150 GTEX 1 100 100 0.0 0.001 100 7538 -31 2305.4719446395206 2296.230809897071 150 GTEX 1 100 100 0.0 0.001 100 7538 -32 2304.990738052041 2297.551760597374 150 GTEX 1 100 100 0.0 0.001 100 7538 -33 2303.2006736393523 2293.198858805029 150 GTEX 1 100 100 0.0 0.001 100 7538 -34 2302.4316949873573 2293.8290941361693 150 GTEX 1 100 100 0.0 0.001 100 7538 -35 2301.68152906354 2297.6002988634 150 GTEX 1 100 100 0.0 0.001 100 7538 -36 2301.1668700785044 2291.8643543548005 150 GTEX 1 100 100 0.0 0.001 100 7538 -37 2299.266305689954 2298.2361659060866 150 GTEX 1 100 100 0.0 0.001 100 7538 -38 2298.258462372584 2290.50464563406 150 GTEX 1 100 100 0.0 0.001 100 7538 -39 2297.577843569067 2292.015268071976 150 GTEX 1 100 100 0.0 0.001 100 7538 -40 2296.313438885363 2288.8138933653163 150 GTEX 1 100 100 0.0 0.001 100 7538 -41 2295.208295664793 2286.9690990375475 150 GTEX 1 100 100 0.0 0.001 100 7538 -42 2294.972066258533 2285.829791282973 150 GTEX 1 100 100 0.0 0.001 100 7538 -43 2293.650243939474 2286.188419472582 150 GTEX 1 100 100 0.0 0.001 100 7538 -44 2292.202851537743 2284.4900463960016 150 GTEX 1 100 100 0.0 0.001 100 7538 -45 2291.7238019598917 2283.3456316465663 150 GTEX 1 100 100 0.0 0.001 100 7538 -46 2291.507807961207 2283.165583041231 150 GTEX 1 100 100 0.0 0.001 100 7538 -47 2290.2001447668545 2289.4589609356435 150 GTEX 1 100 100 0.0 0.001 100 7538 -48 2289.641050795485 2281.9990696199948 150 GTEX 1 100 100 0.0 0.001 100 7538 -49 2289.2869243160453 2282.224232720785 150 GTEX 1 100 100 0.0 0.001 100 7538 -50 2288.8381406970016 2284.2792629923656 150 GTEX 1 100 100 0.0 0.001 100 7538 -51 2287.9360820141264 2281.7350036853168 150 GTEX 1 100 100 0.0 0.001 100 7538 -52 2287.1348763870137 2278.3631833152626 150 GTEX 1 100 100 0.0 0.001 100 7538 -53 2286.449574452085 2278.391705995277 150 GTEX 1 100 100 0.0 0.001 100 7538 -54 2285.744940690359 2281.4149202412073 150 GTEX 1 100 100 0.0 0.001 100 7538 -55 2284.9604393159298 2278.2356277291765 150 GTEX 1 100 100 0.0 0.001 100 7538 -56 2284.3418735187033 2279.391036000995 150 GTEX 1 100 100 0.0 0.001 100 7538 -57 2284.0492308912703 2279.4269126050826 150 GTEX 1 100 100 0.0 0.001 100 7538 -58 2283.1211026212763 2279.8829218063065 150 GTEX 1 100 100 0.0 0.001 100 7538 -59 2282.640995917356 2273.6204734193057 150 GTEX 1 100 100 0.0 0.001 100 7538 -60 2282.275002094034 2276.1662217056796 150 GTEX 1 100 100 0.0 0.001 100 7538 -61 2282.184880858756 2273.0451940964385 150 GTEX 1 100 100 0.0 0.001 100 7538 -62 2281.009539665334 2274.4434076461503 150 GTEX 1 100 100 0.0 0.001 100 7538 -63 2280.3866953081674 2274.4576889444215 150 GTEX 1 100 100 0.0 0.001 100 7538 -64 2280.669366337095 2272.6815668258378 150 GTEX 1 100 100 0.0 0.001 100 7538 -65 2279.4412317127917 2273.0778170393446 150 GTEX 1 100 100 0.0 0.001 100 7538 -66 2279.743687519393 2273.6146720625147 150 GTEX 1 100 100 0.0 0.001 100 7538 -67 2279.465927077282 2270.8498727776705 150 GTEX 1 100 100 0.0 0.001 100 7538 -68 2278.497439424654 2273.1873751448134 150 GTEX 1 100 100 0.0 0.001 100 7538 -69 2278.2264822974707 2272.012499675098 150 GTEX 1 100 100 0.0 0.001 100 7538 -70 2277.8623728983325 2269.212343861395 150 GTEX 1 100 100 0.0 0.001 100 7538 -71 2277.0426075291557 2268.968271929955 150 GTEX 1 100 100 0.0 0.001 100 7538 -72 2276.8317475238823 2270.8420145593213 150 GTEX 1 100 100 0.0 0.001 100 7538 -73 2276.0293123739452 2266.8917992885576 150 GTEX 1 100 100 0.0 0.001 100 7538 -74 2275.9028903392623 2268.5001148760543 150 GTEX 1 100 100 0.0 0.001 100 7538 -75 2275.844839516544 2268.3029139993764 150 GTEX 1 100 100 0.0 0.001 100 7538 -76 2275.6612642827554 2272.333462675261 150 GTEX 1 100 100 0.0 0.001 100 7538 -77 2275.6360214264023 2267.4501572525546 150 GTEX 1 100 100 0.0 0.001 100 7538 -78 2274.323554074763 2265.992763968928 150 GTEX 1 100 100 0.0 0.001 100 7538 -79 2273.482522373153 2266.4790756167567 150 GTEX 1 100 100 0.0 0.001 100 7538 -80 2273.689310153032 2267.0188703065587 150 GTEX 1 100 100 0.0 0.001 100 7538 -81 2273.4943840435444 2265.975554375594 150 GTEX 1 100 100 0.0 0.001 100 7538 -82 2273.075729574814 2264.976539292716 150 GTEX 1 100 100 0.0 0.001 100 7538 -83 2272.839411146326 2266.2442413446115 150 GTEX 1 100 100 0.0 0.001 100 7538 -84 2272.5051769056327 2265.7026696730927 150 GTEX 1 100 100 0.0 0.001 100 7538 -85 2272.854761961988 2264.270411038127 150 GTEX 1 100 100 0.0 0.001 100 7538 -86 2271.9093455339516 2263.809610693174 150 GTEX 1 100 100 0.0 0.001 100 7538 -87 2271.4227980769547 2264.0205409989157 150 GTEX 1 100 100 0.0 0.001 100 7538 -88 2271.5391716115437 2262.8113020400133 150 GTEX 1 100 100 0.0 0.001 100 7538 -89 2270.8793005318225 2262.9976992298893 150 GTEX 1 100 100 0.0 0.001 100 7538 -90 2271.029086826897 2263.711518146239 150 GTEX 1 100 100 0.0 0.001 100 7538 -91 2270.446494958639 2263.135289645467 150 GTEX 1 100 100 0.0 0.001 100 7538 -92 2269.9661247726476 2263.031935311089 150 GTEX 1 100 100 0.0 0.001 100 7538 -93 2269.8916645640365 2264.077710982058 150 GTEX 1 100 100 0.0 0.001 100 7538 -94 2269.624993320754 2263.385479481048 150 GTEX 1 100 100 0.0 0.001 100 7538 -95 2270.0346756795398 2264.106958425544 150 GTEX 1 100 100 0.0 0.001 100 7538 -96 2269.4183040533067 2261.0059867829877 150 GTEX 1 100 100 0.0 0.001 100 7538 -97 2269.011644685156 2264.4805165570046 150 GTEX 1 100 100 0.0 0.001 100 7538 -98 2268.667568433646 2261.344686181826 150 GTEX 1 100 100 0.0 0.001 100 7538 -99 2268.009404120481 2261.2021484375 150 GTEX 1 100 100 0.0 0.001 100 7538 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index ec3fce76a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3486.372985162893 3573.5251511258316 150 GTEX 1 100 100 1.0 0.001 100 9570 -1 2588.446083346881 2684.4935715824026 150 GTEX 1 100 100 1.0 0.001 100 9570 -2 2499.1953995365066 2596.3629693441067 150 GTEX 1 100 100 1.0 0.001 100 9570 -3 2454.7848538787284 2501.0651757998157 150 GTEX 1 100 100 1.0 0.001 100 9570 -4 2426.1580941939765 2483.2129031569334 150 GTEX 1 100 100 1.0 0.001 100 9570 -5 2407.0031107492227 2433.43699454536 150 GTEX 1 100 100 1.0 0.001 100 9570 -6 2389.7132652559135 2406.2993456474273 150 GTEX 1 100 100 1.0 0.001 100 9570 -7 2379.286685719968 2389.9184820951164 150 GTEX 1 100 100 1.0 0.001 100 9570 -8 2369.4871019891466 2367.8840239202113 150 GTEX 1 100 100 1.0 0.001 100 9570 -9 2364.8611782416883 2363.7303619964946 150 GTEX 1 100 100 1.0 0.001 100 9570 -10 2356.195441881379 2364.3724523043907 150 GTEX 1 100 100 1.0 0.001 100 9570 -11 2353.2308526132306 2365.2399526385752 150 GTEX 1 100 100 1.0 0.001 100 9570 -12 2346.508547010751 2354.753402651943 150 GTEX 1 100 100 1.0 0.001 100 9570 -13 2343.3276753500645 2345.546302708383 150 GTEX 1 100 100 1.0 0.001 100 9570 -14 2339.7071054179983 2349.8507038305015 150 GTEX 1 100 100 1.0 0.001 100 9570 -15 2335.6609945340556 2339.9283136288022 150 GTEX 1 100 100 1.0 0.001 100 9570 -16 2332.3993411839315 2329.3266578355215 150 GTEX 1 100 100 1.0 0.001 100 9570 -17 2329.279311058727 2343.894385508258 150 GTEX 1 100 100 1.0 0.001 100 9570 -18 2327.7442511549166 2327.386154813005 150 GTEX 1 100 100 1.0 0.001 100 9570 -19 2324.590264748807 2324.727977680163 150 GTEX 1 100 100 1.0 0.001 100 9570 -20 2322.043465618852 2320.469835172588 150 GTEX 1 100 100 1.0 0.001 100 9570 -21 2320.597769668239 2323.301894735474 150 GTEX 1 100 100 1.0 0.001 100 9570 -22 2318.39609481249 2320.6848525130704 150 GTEX 1 100 100 1.0 0.001 100 9570 -23 2316.1179238417412 2318.4182750861455 150 GTEX 1 100 100 1.0 0.001 100 9570 -24 2315.105858570396 2315.415206154943 150 GTEX 1 100 100 1.0 0.001 100 9570 -25 2313.313947101197 2313.317896621762 150 GTEX 1 100 100 1.0 0.001 100 9570 -26 2311.3133862766304 2310.220387041795 150 GTEX 1 100 100 1.0 0.001 100 9570 -27 2309.391727642939 2314.018880053618 150 GTEX 1 100 100 1.0 0.001 100 9570 -28 2308.618478992817 2309.5822869942667 150 GTEX 1 100 100 1.0 0.001 100 9570 -29 2306.8052491240132 2307.3714084407675 150 GTEX 1 100 100 1.0 0.001 100 9570 -30 2305.59262223897 2310.086915454937 150 GTEX 1 100 100 1.0 0.001 100 9570 -31 2304.0415385661213 2312.0214941220593 150 GTEX 1 100 100 1.0 0.001 100 9570 -32 2303.391829172636 2303.2337330865316 150 GTEX 1 100 100 1.0 0.001 100 9570 -33 2302.052714079376 2301.585462214829 150 GTEX 1 100 100 1.0 0.001 100 9570 -34 2300.63229211195 2303.4642111194453 150 GTEX 1 100 100 1.0 0.001 100 9570 -35 2298.8834149215695 2301.7940929108245 150 GTEX 1 100 100 1.0 0.001 100 9570 -36 2298.289031966304 2297.2537540102185 150 GTEX 1 100 100 1.0 0.001 100 9570 -37 2297.674679122833 2298.811776396893 150 GTEX 1 100 100 1.0 0.001 100 9570 -38 2296.0563980574793 2297.863981181678 150 GTEX 1 100 100 1.0 0.001 100 9570 -39 2295.665420217928 2297.442110358989 150 GTEX 1 100 100 1.0 0.001 100 9570 -40 2294.678772185412 2297.4809946270498 150 GTEX 1 100 100 1.0 0.001 100 9570 -41 2293.8022513288347 2296.1991551620426 150 GTEX 1 100 100 1.0 0.001 100 9570 -42 2292.598526898742 2295.041365126693 150 GTEX 1 100 100 1.0 0.001 100 9570 -43 2291.8796404770765 2294.998780689312 150 GTEX 1 100 100 1.0 0.001 100 9570 -44 2290.594772105158 2295.1341167493465 150 GTEX 1 100 100 1.0 0.001 100 9570 -45 2290.40803101192 2292.606084671311 150 GTEX 1 100 100 1.0 0.001 100 9570 -46 2289.305675048441 2291.7238008332342 150 GTEX 1 100 100 1.0 0.001 100 9570 -47 2288.880472236618 2290.532348168667 150 GTEX 1 100 100 1.0 0.001 100 9570 -48 2287.9686760383106 2294.2343675736693 150 GTEX 1 100 100 1.0 0.001 100 9570 -49 2287.4043209615475 2290.0062033069453 150 GTEX 1 100 100 1.0 0.001 100 9570 -50 2286.6312775886386 2289.3689099445996 150 GTEX 1 100 100 1.0 0.001 100 9570 -51 2286.4301417145166 2287.999730331363 150 GTEX 1 100 100 1.0 0.001 100 9570 -52 2285.495596391165 2287.871960774121 150 GTEX 1 100 100 1.0 0.001 100 9570 -53 2285.2894095886945 2285.477346442045 150 GTEX 1 100 100 1.0 0.001 100 9570 -54 2284.050188447576 2289.5768476711028 150 GTEX 1 100 100 1.0 0.001 100 9570 -55 2283.92616787261 2287.4994680890563 150 GTEX 1 100 100 1.0 0.001 100 9570 -56 2282.918870009804 2284.8426499747507 150 GTEX 1 100 100 1.0 0.001 100 9570 -57 2282.8735764695784 2284.1722328563155 150 GTEX 1 100 100 1.0 0.001 100 9570 -58 2282.2240614189423 2283.7299985704312 150 GTEX 1 100 100 1.0 0.001 100 9570 -59 2281.0358192231897 2283.7232596393774 150 GTEX 1 100 100 1.0 0.001 100 9570 -60 2280.7128519936855 2283.153463269368 150 GTEX 1 100 100 1.0 0.001 100 9570 -61 2280.3705452008044 2281.1155388545626 150 GTEX 1 100 100 1.0 0.001 100 9570 -62 2279.704985002385 2282.995305630644 150 GTEX 1 100 100 1.0 0.001 100 9570 -63 2279.2621737897516 2286.6039324278163 150 GTEX 1 100 100 1.0 0.001 100 9570 -64 2279.0072324113535 2281.6740601978377 150 GTEX 1 100 100 1.0 0.001 100 9570 -65 2278.5485951508363 2280.7916046258615 150 GTEX 1 100 100 1.0 0.001 100 9570 -66 2277.655776830866 2279.57634035988 150 GTEX 1 100 100 1.0 0.001 100 9570 -67 2278.186607405164 2286.356919205234 150 GTEX 1 100 100 1.0 0.001 100 9570 -68 2277.670928661733 2278.7718478010634 150 GTEX 1 100 100 1.0 0.001 100 9570 -69 2276.3740535585785 2278.634952675707 150 GTEX 1 100 100 1.0 0.001 100 9570 -70 2276.042621119745 2278.0265435628567 150 GTEX 1 100 100 1.0 0.001 100 9570 -71 2275.826645327808 2279.472080709363 150 GTEX 1 100 100 1.0 0.001 100 9570 -72 2275.1829326464836 2277.241641664686 150 GTEX 1 100 100 1.0 0.001 100 9570 -73 2274.4493599941325 2279.007469960492 150 GTEX 1 100 100 1.0 0.001 100 9570 -74 2274.463982849347 2281.0958567572184 150 GTEX 1 100 100 1.0 0.001 100 9570 -75 2274.52353309832 2281.4388093549487 150 GTEX 1 100 100 1.0 0.001 100 9570 -76 2274.068185714604 2276.5062715363592 150 GTEX 1 100 100 1.0 0.001 100 9570 -77 2273.652655069914 2279.3506704120127 150 GTEX 1 100 100 1.0 0.001 100 9570 -78 2273.6373644448313 2276.702785245366 150 GTEX 1 100 100 1.0 0.001 100 9570 -79 2272.6058224663634 2278.5577462199976 150 GTEX 1 100 100 1.0 0.001 100 9570 -80 2272.692519827303 2275.864633306351 150 GTEX 1 100 100 1.0 0.001 100 9570 -81 2273.6081982406404 2280.686019839443 150 GTEX 1 100 100 1.0 0.001 100 9570 -82 2271.9645476711453 2274.0102242009266 150 GTEX 1 100 100 1.0 0.001 100 9570 -83 2271.6981937565192 2274.253850552519 150 GTEX 1 100 100 1.0 0.001 100 9570 -84 2271.07863254533 2273.4584478225997 150 GTEX 1 100 100 1.0 0.001 100 9570 -85 2271.3116184426826 2280.977010400576 150 GTEX 1 100 100 1.0 0.001 100 9570 -86 2270.5456435946085 2275.2716588937737 150 GTEX 1 100 100 1.0 0.001 100 9570 -87 2270.1041711194976 2271.9773854302816 150 GTEX 1 100 100 1.0 0.001 100 9570 -88 2269.656601885373 2272.703377959393 150 GTEX 1 100 100 1.0 0.001 100 9570 -89 2270.110180661484 2271.9074716314162 150 GTEX 1 100 100 1.0 0.001 100 9570 -90 2269.3258236258184 2274.6942096898765 150 GTEX 1 100 100 1.0 0.001 100 9570 -91 2268.7950977274263 2273.0808931648053 150 GTEX 1 100 100 1.0 0.001 100 9570 -92 2269.133756414139 2271.2966888775845 150 GTEX 1 100 100 1.0 0.001 100 9570 -93 2268.5043033943566 2269.7189361224155 150 GTEX 1 100 100 1.0 0.001 100 9570 -94 2268.277192938299 2274.570339884595 150 GTEX 1 100 100 1.0 0.001 100 9570 -95 2268.3273955438135 2272.7820000594106 150 GTEX 1 100 100 1.0 0.001 100 9570 -96 2267.506073729798 2270.5908156710434 150 GTEX 1 100 100 1.0 0.001 100 9570 -97 2267.7974199130035 2270.9838375193085 150 GTEX 1 100 100 1.0 0.001 100 9570 -98 2267.40044751464 2270.2228641872625 150 GTEX 1 100 100 1.0 0.001 100 9570 -99 2266.6208638188905 2271.4924506705975 150 GTEX 1 100 100 1.0 0.001 100 9570 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 943105315..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3499.177641484482 3381.8715356166826 150 GTEX 1 50 100 0.5 0.001 100 2232 -1 2593.044109869522 2662.583406049489 150 GTEX 1 50 100 0.5 0.001 100 2232 -2 2499.723484063886 2513.7472137335135 150 GTEX 1 50 100 0.5 0.001 100 2232 -3 2451.01674120774 2508.351526760783 150 GTEX 1 50 100 0.5 0.001 100 2232 -4 2425.583018308458 2415.573387929242 150 GTEX 1 50 100 0.5 0.001 100 2232 -5 2405.4592226358254 2395.943234983959 150 GTEX 1 50 100 0.5 0.001 100 2232 -6 2392.029405058154 2390.8691197384446 150 GTEX 1 50 100 0.5 0.001 100 2232 -7 2381.37347313468 2368.7257391055728 150 GTEX 1 50 100 0.5 0.001 100 2232 -8 2372.613102096633 2359.6431573788022 150 GTEX 1 50 100 0.5 0.001 100 2232 -9 2364.57474996926 2356.7564339873456 150 GTEX 1 50 100 0.5 0.001 100 2232 -10 2357.097298484827 2353.207186274655 150 GTEX 1 50 100 0.5 0.001 100 2232 -11 2354.4950434063308 2347.5676733676924 150 GTEX 1 50 100 0.5 0.001 100 2232 -12 2347.8176326266157 2350.9402245351116 150 GTEX 1 50 100 0.5 0.001 100 2232 -13 2343.518314930936 2342.0652468141043 150 GTEX 1 50 100 0.5 0.001 100 2232 -14 2340.337502016668 2332.5536589531844 150 GTEX 1 50 100 0.5 0.001 100 2232 -15 2338.1539042694358 2328.5627566725584 150 GTEX 1 50 100 0.5 0.001 100 2232 -16 2333.872230098632 2326.696715612375 150 GTEX 1 50 100 0.5 0.001 100 2232 -17 2331.6041045591346 2339.804080861603 150 GTEX 1 50 100 0.5 0.001 100 2232 -18 2328.831885260766 2317.9389147160173 150 GTEX 1 50 100 0.5 0.001 100 2232 -19 2326.033133470006 2318.9758407534755 150 GTEX 1 50 100 0.5 0.001 100 2232 -20 2323.391962190207 2312.1794336123157 150 GTEX 1 50 100 0.5 0.001 100 2232 -21 2321.3710361382796 2313.8166243984674 150 GTEX 1 50 100 0.5 0.001 100 2232 -22 2319.6064877089493 2320.142744289152 150 GTEX 1 50 100 0.5 0.001 100 2232 -23 2318.0722939150883 2307.941259115821 150 GTEX 1 50 100 0.5 0.001 100 2232 -24 2315.7128512716044 2311.0401685591432 150 GTEX 1 50 100 0.5 0.001 100 2232 -25 2313.8139202036928 2305.1161942282556 150 GTEX 1 50 100 0.5 0.001 100 2232 -26 2313.031351400754 2305.4374865397754 150 GTEX 1 50 100 0.5 0.001 100 2232 -27 2311.5158177697444 2303.5997871427935 150 GTEX 1 50 100 0.5 0.001 100 2232 -28 2310.257871452727 2304.4411342606345 150 GTEX 1 50 100 0.5 0.001 100 2232 -29 2307.594034345044 2301.7959717725166 150 GTEX 1 50 100 0.5 0.001 100 2232 -30 2306.4650810566473 2297.977314880139 150 GTEX 1 50 100 0.5 0.001 100 2232 -31 2305.803692679175 2296.417447978553 150 GTEX 1 50 100 0.5 0.001 100 2232 -32 2304.047057866924 2299.8406759631953 150 GTEX 1 50 100 0.5 0.001 100 2232 -33 2302.8467853175835 2294.6202364729384 150 GTEX 1 50 100 0.5 0.001 100 2232 -34 2301.794400120154 2294.863278465126 150 GTEX 1 50 100 0.5 0.001 100 2232 -35 2300.1619007452696 2292.576441543637 150 GTEX 1 50 100 0.5 0.001 100 2232 -36 2299.7281936028194 2291.27293204536 150 GTEX 1 50 100 0.5 0.001 100 2232 -37 2298.365039903208 2291.3334278643356 150 GTEX 1 50 100 0.5 0.001 100 2232 -38 2297.223412861577 2294.7440245885814 150 GTEX 1 50 100 0.5 0.001 100 2232 -39 2296.3643010341843 2296.627722678529 150 GTEX 1 50 100 0.5 0.001 100 2232 -40 2295.9099953291698 2290.3793026304065 150 GTEX 1 50 100 0.5 0.001 100 2232 -41 2294.4530030715246 2288.248390342799 150 GTEX 1 50 100 0.5 0.001 100 2232 -42 2295.1418280379376 2286.6933398808815 150 GTEX 1 50 100 0.5 0.001 100 2232 -43 2293.2332104386455 2286.657115167538 150 GTEX 1 50 100 0.5 0.001 100 2232 -44 2292.5925810545846 2285.553770812292 150 GTEX 1 50 100 0.5 0.001 100 2232 -45 2291.6243920338825 2285.7935619281725 150 GTEX 1 50 100 0.5 0.001 100 2232 -46 2290.1884681554184 2296.1158419416884 150 GTEX 1 50 100 0.5 0.001 100 2232 -47 2289.8754410365445 2283.421168106137 150 GTEX 1 50 100 0.5 0.001 100 2232 -48 2288.7126747486745 2282.033866853315 150 GTEX 1 50 100 0.5 0.001 100 2232 -49 2288.654639295959 2281.8589048204312 150 GTEX 1 50 100 0.5 0.001 100 2232 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index b697e23b2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3485.123197325661 4048.9307847403757 150 GTEX 1 50 100 0.0 0.001 100 7200 -1 2598.0028382927208 2934.011947573818 150 GTEX 1 50 100 0.0 0.001 100 7200 -2 2504.0447552548903 2585.679008919023 150 GTEX 1 50 100 0.0 0.001 100 7200 -3 2461.68621204022 2447.749843118762 150 GTEX 1 50 100 0.0 0.001 100 7200 -4 2436.4708923617072 2436.4408887275727 150 GTEX 1 50 100 0.0 0.001 100 7200 -5 2413.044709402769 2370.581215746049 150 GTEX 1 50 100 0.0 0.001 100 7200 -6 2394.222354549232 2402.0768411730633 150 GTEX 1 50 100 0.0 0.001 100 7200 -7 2382.7242660514403 2346.775867766754 150 GTEX 1 50 100 0.0 0.001 100 7200 -8 2375.088419935904 2347.1667415488355 150 GTEX 1 50 100 0.0 0.001 100 7200 -9 2367.4722775186997 2330.515508499436 150 GTEX 1 50 100 0.0 0.001 100 7200 -10 2359.934817393025 2328.6653992395436 150 GTEX 1 50 100 0.0 0.001 100 7200 -11 2355.3130200527985 2317.6575899885634 150 GTEX 1 50 100 0.0 0.001 100 7200 -12 2352.0411113264745 2326.4449978092325 150 GTEX 1 50 100 0.0 0.001 100 7200 -13 2346.704086166709 2308.8049223577113 150 GTEX 1 50 100 0.0 0.001 100 7200 -14 2343.530501795505 2306.7994524009328 150 GTEX 1 50 100 0.0 0.001 100 7200 -15 2340.3077532739135 2313.6417440552223 150 GTEX 1 50 100 0.0 0.001 100 7200 -16 2336.5753048108727 2307.70061165117 150 GTEX 1 50 100 0.0 0.001 100 7200 -17 2334.3483639664014 2308.8041945772934 150 GTEX 1 50 100 0.0 0.001 100 7200 -18 2331.419705663423 2299.974402366029 150 GTEX 1 50 100 0.0 0.001 100 7200 -19 2329.1582855453485 2293.150517336769 150 GTEX 1 50 100 0.0 0.001 100 7200 -20 2325.7039429884317 2291.488828013605 150 GTEX 1 50 100 0.0 0.001 100 7200 -21 2324.5605605171663 2292.932498830353 150 GTEX 1 50 100 0.0 0.001 100 7200 -22 2321.9752618264433 2286.496759334898 150 GTEX 1 50 100 0.0 0.001 100 7200 -23 2321.1085218875023 2289.3878586917776 150 GTEX 1 50 100 0.0 0.001 100 7200 -24 2320.048278157432 2286.358790640595 150 GTEX 1 50 100 0.0 0.001 100 7200 -25 2317.3864476087165 2282.6345451558045 150 GTEX 1 50 100 0.0 0.001 100 7200 -26 2315.8895800977243 2282.4860417471186 150 GTEX 1 50 100 0.0 0.001 100 7200 -27 2314.877853224317 2279.7914449597492 150 GTEX 1 50 100 0.0 0.001 100 7200 -28 2313.0035893081726 2280.2695572421576 150 GTEX 1 50 100 0.0 0.001 100 7200 -29 2311.5586397568527 2274.250096078155 150 GTEX 1 50 100 0.0 0.001 100 7200 -30 2310.5546966807397 2273.8431944176273 150 GTEX 1 50 100 0.0 0.001 100 7200 -31 2309.287813867827 2290.912530819273 150 GTEX 1 50 100 0.0 0.001 100 7200 -32 2307.813630933027 2278.1553639459066 150 GTEX 1 50 100 0.0 0.001 100 7200 -33 2306.175535278385 2269.5613373150845 150 GTEX 1 50 100 0.0 0.001 100 7200 -34 2304.8826653502792 2274.1002443262832 150 GTEX 1 50 100 0.0 0.001 100 7200 -35 2304.2878485019096 2268.6966724468275 150 GTEX 1 50 100 0.0 0.001 100 7200 -36 2302.6750801612675 2267.5900591135933 150 GTEX 1 50 100 0.0 0.001 100 7200 -37 2301.6750195580703 2265.460357782052 150 GTEX 1 50 100 0.0 0.001 100 7200 -38 2301.0052512025736 2264.8593114120426 150 GTEX 1 50 100 0.0 0.001 100 7200 -39 2299.7280971534756 2269.318442457076 150 GTEX 1 50 100 0.0 0.001 100 7200 -40 2298.505121743829 2264.142122333947 150 GTEX 1 50 100 0.0 0.001 100 7200 -41 2297.870511263014 2262.1282759401734 150 GTEX 1 50 100 0.0 0.001 100 7200 -42 2296.947000621402 2262.0434765253685 150 GTEX 1 50 100 0.0 0.001 100 7200 -43 2295.3908165576804 2261.805252829432 150 GTEX 1 50 100 0.0 0.001 100 7200 -44 2295.555383972574 2262.061200856256 150 GTEX 1 50 100 0.0 0.001 100 7200 -45 2294.823524830497 2261.113809447778 150 GTEX 1 50 100 0.0 0.001 100 7200 -46 2293.6787993923795 2259.409233992544 150 GTEX 1 50 100 0.0 0.001 100 7200 -47 2292.9229470318774 2258.5393929717206 150 GTEX 1 50 100 0.0 0.001 100 7200 -48 2292.116333459113 2259.1167358862585 150 GTEX 1 50 100 0.0 0.001 100 7200 -49 2291.779156430314 2256.5857912941124 150 GTEX 1 50 100 0.0 0.001 100 7200 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 46f9eafc1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3486.5452246846776 3709.2251125089115 150 GTEX 1 50 100 1.0 0.001 100 5616 -1 2590.9904891147376 2951.807647356969 150 GTEX 1 50 100 1.0 0.001 100 5616 -2 2503.2778704046787 2595.0174133532855 150 GTEX 1 50 100 1.0 0.001 100 5616 -3 2456.849149848033 2510.074768762625 150 GTEX 1 50 100 1.0 0.001 100 5616 -4 2426.0614427965647 2469.9428998707817 150 GTEX 1 50 100 1.0 0.001 100 5616 -5 2404.570649969549 2416.362109282171 150 GTEX 1 50 100 1.0 0.001 100 5616 -6 2390.4300281157575 2408.9851301650133 150 GTEX 1 50 100 1.0 0.001 100 5616 -7 2377.5145800203586 2397.4916722983007 150 GTEX 1 50 100 1.0 0.001 100 5616 -8 2371.231149439954 2389.750699003386 150 GTEX 1 50 100 1.0 0.001 100 5616 -9 2363.933147452582 2383.346796188064 150 GTEX 1 50 100 1.0 0.001 100 5616 -10 2356.0026092900007 2380.7743764667002 150 GTEX 1 50 100 1.0 0.001 100 5616 -11 2350.161522684473 2377.0227296778457 150 GTEX 1 50 100 1.0 0.001 100 5616 -12 2346.6897111141 2379.2374156183164 150 GTEX 1 50 100 1.0 0.001 100 5616 -13 2341.497739423375 2362.908610180757 150 GTEX 1 50 100 1.0 0.001 100 5616 -14 2338.3494962404357 2353.7872787881715 150 GTEX 1 50 100 1.0 0.001 100 5616 -15 2333.917382807342 2354.944137283151 150 GTEX 1 50 100 1.0 0.001 100 5616 -16 2331.1628729237086 2349.9241548835553 150 GTEX 1 50 100 1.0 0.001 100 5616 -17 2328.698466651427 2350.8858730765805 150 GTEX 1 50 100 1.0 0.001 100 5616 -18 2326.888136606931 2364.7381164782855 150 GTEX 1 50 100 1.0 0.001 100 5616 -19 2323.9123662294023 2349.882625449293 150 GTEX 1 50 100 1.0 0.001 100 5616 -20 2321.745864540971 2352.91665521774 150 GTEX 1 50 100 1.0 0.001 100 5616 -21 2320.7810730644524 2345.6744027373456 150 GTEX 1 50 100 1.0 0.001 100 5616 -22 2317.955366725162 2347.5197164441242 150 GTEX 1 50 100 1.0 0.001 100 5616 -23 2316.327553266858 2333.26641590423 150 GTEX 1 50 100 1.0 0.001 100 5616 -24 2313.7472454170575 2331.5763139035766 150 GTEX 1 50 100 1.0 0.001 100 5616 -25 2311.6399907037276 2338.6735974445996 150 GTEX 1 50 100 1.0 0.001 100 5616 -26 2310.399066174359 2336.178195271655 150 GTEX 1 50 100 1.0 0.001 100 5616 -27 2308.6487936147028 2338.183029813005 150 GTEX 1 50 100 1.0 0.001 100 5616 -28 2307.2965378141257 2337.5148707632784 150 GTEX 1 50 100 1.0 0.001 100 5616 -29 2305.596518869824 2325.001325135902 150 GTEX 1 50 100 1.0 0.001 100 5616 -30 2305.1161249583256 2326.0425180645498 150 GTEX 1 50 100 1.0 0.001 100 5616 -31 2303.051337226311 2327.9939424347967 150 GTEX 1 50 100 1.0 0.001 100 5616 -32 2302.2472712830177 2325.6363952404645 150 GTEX 1 50 100 1.0 0.001 100 5616 -33 2301.007354417194 2318.6293699315293 150 GTEX 1 50 100 1.0 0.001 100 5616 -34 2299.8980979157864 2321.0958576855096 150 GTEX 1 50 100 1.0 0.001 100 5616 -35 2298.516377279093 2318.066327345235 150 GTEX 1 50 100 1.0 0.001 100 5616 -36 2298.0581633899333 2316.1509401734793 150 GTEX 1 50 100 1.0 0.001 100 5616 -37 2295.7005520977063 2317.528515717829 150 GTEX 1 50 100 1.0 0.001 100 5616 -38 2295.390387074426 2316.2121893008853 150 GTEX 1 50 100 1.0 0.001 100 5616 -39 2294.7070571675376 2323.3369437678234 150 GTEX 1 50 100 1.0 0.001 100 5616 -40 2293.2293708005855 2313.2288400628267 150 GTEX 1 50 100 1.0 0.001 100 5616 -41 2292.464909897745 2314.0337508168964 150 GTEX 1 50 100 1.0 0.001 100 5616 -42 2291.747492600736 2311.770417768239 150 GTEX 1 50 100 1.0 0.001 100 5616 -43 2290.6455619169715 2310.566901493435 150 GTEX 1 50 100 1.0 0.001 100 5616 -44 2289.910154805839 2309.1260823877137 150 GTEX 1 50 100 1.0 0.001 100 5616 -45 2288.6052695588955 2308.0263950362405 150 GTEX 1 50 100 1.0 0.001 100 5616 -46 2287.9394364139907 2310.704982510991 150 GTEX 1 50 100 1.0 0.001 100 5616 -47 2287.6823631698435 2308.3076817037486 150 GTEX 1 50 100 1.0 0.001 100 5616 -48 2286.657937682996 2311.3366578540877 150 GTEX 1 50 100 1.0 0.001 100 5616 -49 2287.171241116345 2306.488719867663 150 GTEX 1 50 100 1.0 0.001 100 5616 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index d6d5e9a1f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2914.1651959860983 2687.752742636793 50 GTEX 1 100 100 0.5 0.001 100 7201 -1 2457.56723821585 2440.081034729236 50 GTEX 1 100 100 0.5 0.001 100 7201 -2 2402.5531765720316 2400.1545646870545 50 GTEX 1 100 100 0.5 0.001 100 7201 -3 2375.402735169289 2375.6566589123395 50 GTEX 1 100 100 0.5 0.001 100 7201 -4 2356.9734298562607 2387.6717529296875 50 GTEX 1 100 100 0.5 0.001 100 7201 -5 2343.692165337282 2354.3289228664153 50 GTEX 1 100 100 0.5 0.001 100 7201 -6 2336.7066688944574 2348.4675784963165 50 GTEX 1 100 100 0.5 0.001 100 7201 -7 2328.597573442823 2342.75779532661 50 GTEX 1 100 100 0.5 0.001 100 7201 -8 2323.36544099322 2334.300879648883 50 GTEX 1 100 100 0.5 0.001 100 7201 -9 2318.5889362235675 2333.482605212542 50 GTEX 1 100 100 0.5 0.001 100 7201 -10 2314.467536105064 2325.671294353761 50 GTEX 1 100 100 0.5 0.001 100 7201 -11 2310.1705567386216 2328.5158942044914 50 GTEX 1 100 100 0.5 0.001 100 7201 -12 2307.248135020416 2316.1767958724454 50 GTEX 1 100 100 0.5 0.001 100 7201 -13 2303.597990779649 2315.7183694005466 50 GTEX 1 100 100 0.5 0.001 100 7201 -14 2301.0562645757136 2315.49979716834 50 GTEX 1 100 100 0.5 0.001 100 7201 -15 2299.1405318000193 2319.558422480246 50 GTEX 1 100 100 0.5 0.001 100 7201 -16 2296.906694827468 2308.122262932955 50 GTEX 1 100 100 0.5 0.001 100 7201 -17 2295.0490514542294 2307.4323591225047 50 GTEX 1 100 100 0.5 0.001 100 7201 -18 2291.9041411118887 2308.03240897175 50 GTEX 1 100 100 0.5 0.001 100 7201 -19 2290.9572479773487 2304.4975507032736 50 GTEX 1 100 100 0.5 0.001 100 7201 -20 2289.839840655369 2301.6027948067667 50 GTEX 1 100 100 0.5 0.001 100 7201 -21 2287.5021241291706 2301.1639046904706 50 GTEX 1 100 100 0.5 0.001 100 7201 -22 2285.8509627346557 2297.709543670538 50 GTEX 1 100 100 0.5 0.001 100 7201 -23 2284.5271089964235 2298.4895734315587 50 GTEX 1 100 100 0.5 0.001 100 7201 -24 2283.452120276355 2298.489070761793 50 GTEX 1 100 100 0.5 0.001 100 7201 -25 2282.5230335216656 2298.5260854510752 50 GTEX 1 100 100 0.5 0.001 100 7201 -26 2281.1466230660617 2296.171439631357 50 GTEX 1 100 100 0.5 0.001 100 7201 -27 2280.9259560193054 2294.20866457863 50 GTEX 1 100 100 0.5 0.001 100 7201 -28 2279.2559548959543 2291.3484861424668 50 GTEX 1 100 100 0.5 0.001 100 7201 -29 2278.8962004425734 2292.587032419647 50 GTEX 1 100 100 0.5 0.001 100 7201 -30 2277.3783135765193 2294.900384591106 50 GTEX 1 100 100 0.5 0.001 100 7201 -31 2276.4934453387013 2291.968162391576 50 GTEX 1 100 100 0.5 0.001 100 7201 -32 2275.3925952744153 2290.7900079647397 50 GTEX 1 100 100 0.5 0.001 100 7201 -33 2274.977461645139 2289.674283916053 50 GTEX 1 100 100 0.5 0.001 100 7201 -34 2274.8509650814176 2294.632363671132 50 GTEX 1 100 100 0.5 0.001 100 7201 -35 2273.716488108157 2288.514285939728 50 GTEX 1 100 100 0.5 0.001 100 7201 -36 2273.3072298170205 2287.909129095621 50 GTEX 1 100 100 0.5 0.001 100 7201 -37 2272.396502994365 2288.1766074293014 50 GTEX 1 100 100 0.5 0.001 100 7201 -38 2272.131010625107 2288.5401629893954 50 GTEX 1 100 100 0.5 0.001 100 7201 -39 2271.71551020465 2285.881694837215 50 GTEX 1 100 100 0.5 0.001 100 7201 -40 2271.1342385577036 2284.9431829996433 50 GTEX 1 100 100 0.5 0.001 100 7201 -41 2270.351638241102 2285.328820290221 50 GTEX 1 100 100 0.5 0.001 100 7201 -42 2270.492515247249 2286.228678540132 50 GTEX 1 100 100 0.5 0.001 100 7201 -43 2270.029421614432 2285.244147587185 50 GTEX 1 100 100 0.5 0.001 100 7201 -44 2269.523597415075 2283.2118880703424 50 GTEX 1 100 100 0.5 0.001 100 7201 -45 2269.013453110352 2284.961830052133 50 GTEX 1 100 100 0.5 0.001 100 7201 -46 2268.9655202106246 2284.794783095443 50 GTEX 1 100 100 0.5 0.001 100 7201 -47 2268.1269164665127 2284.015172457967 50 GTEX 1 100 100 0.5 0.001 100 7201 -48 2268.0468474062036 2281.422692824679 50 GTEX 1 100 100 0.5 0.001 100 7201 -49 2267.9928490290285 2283.6865299355395 50 GTEX 1 100 100 0.5 0.001 100 7201 -50 2267.3032651300655 2282.0321402314044 50 GTEX 1 100 100 0.5 0.001 100 7201 -51 2266.7002871972627 2282.4582668057865 50 GTEX 1 100 100 0.5 0.001 100 7201 -52 2266.1902700560995 2283.4954945379336 50 GTEX 1 100 100 0.5 0.001 100 7201 -53 2266.702053329163 2282.8555300172293 50 GTEX 1 100 100 0.5 0.001 100 7201 -54 2265.7327240399627 2281.1589643239067 50 GTEX 1 100 100 0.5 0.001 100 7201 -55 2265.9396090428427 2283.300091529527 50 GTEX 1 100 100 0.5 0.001 100 7201 -56 2265.8429967925176 2280.8796637357414 50 GTEX 1 100 100 0.5 0.001 100 7201 -57 2265.114309389689 2281.0543997296813 50 GTEX 1 100 100 0.5 0.001 100 7201 -58 2265.6035915981997 2280.381088198818 50 GTEX 1 100 100 0.5 0.001 100 7201 -59 2265.490792311244 2279.529249996287 50 GTEX 1 100 100 0.5 0.001 100 7201 -60 2264.9859098597844 2280.955093441807 50 GTEX 1 100 100 0.5 0.001 100 7201 -61 2264.912214850352 2278.1321687299487 50 GTEX 1 100 100 0.5 0.001 100 7201 -62 2264.0776438106136 2282.8749577627436 50 GTEX 1 100 100 0.5 0.001 100 7201 -63 2264.1355632146538 2279.582946081125 50 GTEX 1 100 100 0.5 0.001 100 7201 -64 2264.234263232231 2283.793592561787 50 GTEX 1 100 100 0.5 0.001 100 7201 -65 2264.0457735949135 2280.3966510032974 50 GTEX 1 100 100 0.5 0.001 100 7201 -66 2264.316910262293 2277.533659844344 50 GTEX 1 100 100 0.5 0.001 100 7201 -67 2263.8496686371905 2280.0530021870545 50 GTEX 1 100 100 0.5 0.001 100 7201 -68 2263.622180997148 2277.7796185279526 50 GTEX 1 100 100 0.5 0.001 100 7201 -69 2263.744480931294 2282.2455613749107 50 GTEX 1 100 100 0.5 0.001 100 7201 -70 2263.0072341134005 2280.203611424667 50 GTEX 1 100 100 0.5 0.001 100 7201 -71 2262.832961444607 2283.4047642696946 50 GTEX 1 100 100 0.5 0.001 100 7201 -72 2263.303479588018 2277.95138863103 50 GTEX 1 100 100 0.5 0.001 100 7201 -73 2262.6160054281895 2276.6697775256953 50 GTEX 1 100 100 0.5 0.001 100 7201 -74 2262.8443354010974 2278.322431789152 50 GTEX 1 100 100 0.5 0.001 100 7201 -75 2262.1614893140318 2278.666848302341 50 GTEX 1 100 100 0.5 0.001 100 7201 -76 2263.136253059559 2279.1546500898585 50 GTEX 1 100 100 0.5 0.001 100 7201 -77 2262.6865937629973 2280.418553109405 50 GTEX 1 100 100 0.5 0.001 100 7201 -78 2261.748248387078 2279.467602167746 50 GTEX 1 100 100 0.5 0.001 100 7201 -79 2262.484111027946 2276.5041749903457 50 GTEX 1 100 100 0.5 0.001 100 7201 -80 2262.7424977367928 2278.4720305816304 50 GTEX 1 100 100 0.5 0.001 100 7201 -81 2261.8555567922617 2277.666443103167 50 GTEX 1 100 100 0.5 0.001 100 7201 -82 2261.6188065595456 2280.8502183341257 50 GTEX 1 100 100 0.5 0.001 100 7201 -83 2261.6242131126132 2276.366300981761 50 GTEX 1 100 100 0.5 0.001 100 7201 -84 2261.815948192983 2282.8502285453305 50 GTEX 1 100 100 0.5 0.001 100 7201 -85 2262.2268245636983 2282.6893858238773 50 GTEX 1 100 100 0.5 0.001 100 7201 -86 2261.9171750286355 2277.3768152737343 50 GTEX 1 100 100 0.5 0.001 100 7201 -87 2261.9252173823793 2276.174266742663 50 GTEX 1 100 100 0.5 0.001 100 7201 -88 2261.754716450276 2284.580076732563 50 GTEX 1 100 100 0.5 0.001 100 7201 -89 2261.689712919302 2285.043906788409 50 GTEX 1 100 100 0.5 0.001 100 7201 -90 2261.104969585963 2278.151995176598 50 GTEX 1 100 100 0.5 0.001 100 7201 -91 2261.495413498452 2277.166714628386 50 GTEX 1 100 100 0.5 0.001 100 7201 -92 2260.777782568726 2277.5360209533924 50 GTEX 1 100 100 0.5 0.001 100 7201 -93 2261.655005571368 2277.8133261793014 50 GTEX 1 100 100 0.5 0.001 100 7201 -94 2261.0218432490824 2278.779943894071 50 GTEX 1 100 100 0.5 0.001 100 7201 -95 2260.904172135568 2274.5086071173955 50 GTEX 1 100 100 0.5 0.001 100 7201 -96 2261.4305932212305 2274.910647316124 50 GTEX 1 100 100 0.5 0.001 100 7201 -97 2261.166876474076 2276.0187751566955 50 GTEX 1 100 100 0.5 0.001 100 7201 -98 2260.4562998080914 2276.536075258436 50 GTEX 1 100 100 0.5 0.001 100 7201 -99 2260.537582776231 2278.50687028428 50 GTEX 1 100 100 0.5 0.001 100 7201 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index 6d9ac62f3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2913.384110491543 2656.276158786092 50 GTEX 1 100 100 0.0 0.001 100 3784 -1 2462.8490042972053 2399.619819205977 50 GTEX 1 100 100 0.0 0.001 100 3784 -2 2407.520446874051 2377.5279875200513 50 GTEX 1 100 100 0.0 0.001 100 3784 -3 2379.7737891532756 2357.999527499703 50 GTEX 1 100 100 0.0 0.001 100 3784 -4 2360.616961411391 2342.3162113088165 50 GTEX 1 100 100 0.0 0.001 100 3784 -5 2348.2053811409864 2328.0591098799905 50 GTEX 1 100 100 0.0 0.001 100 3784 -6 2338.9613666480027 2319.0934696560125 50 GTEX 1 100 100 0.0 0.001 100 3784 -7 2331.8460475058923 2312.8190254240435 50 GTEX 1 100 100 0.0 0.001 100 3784 -8 2326.1811644643894 2311.8518414515506 50 GTEX 1 100 100 0.0 0.001 100 3784 -9 2321.2213561180038 2306.9710187440587 50 GTEX 1 100 100 0.0 0.001 100 3784 -10 2316.721539191237 2299.7623119281725 50 GTEX 1 100 100 0.0 0.001 100 3784 -11 2313.167078888755 2297.2277493204906 50 GTEX 1 100 100 0.0 0.001 100 3784 -12 2309.352410196893 2297.490304460997 50 GTEX 1 100 100 0.0 0.001 100 3784 -13 2307.118287331982 2292.860685747386 50 GTEX 1 100 100 0.0 0.001 100 3784 -14 2304.418826143404 2287.2109384282912 50 GTEX 1 100 100 0.0 0.001 100 3784 -15 2301.519514332682 2287.245366433727 50 GTEX 1 100 100 0.0 0.001 100 3784 -16 2299.6322518817424 2286.5148401296638 50 GTEX 1 100 100 0.0 0.001 100 3784 -17 2297.6691321766566 2284.374764213997 50 GTEX 1 100 100 0.0 0.001 100 3784 -18 2295.0640446336615 2283.027457929836 50 GTEX 1 100 100 0.0 0.001 100 3784 -19 2293.7316409705672 2277.915074801717 50 GTEX 1 100 100 0.0 0.001 100 3784 -20 2291.467304678216 2275.94797066228 50 GTEX 1 100 100 0.0 0.001 100 3784 -21 2290.664686919241 2277.715450388397 50 GTEX 1 100 100 0.0 0.001 100 3784 -22 2288.8033110853407 2272.940183690292 50 GTEX 1 100 100 0.0 0.001 100 3784 -23 2287.2844253238636 2271.907898181292 50 GTEX 1 100 100 0.0 0.001 100 3784 -24 2286.5931136922172 2271.7475548805846 50 GTEX 1 100 100 0.0 0.001 100 3784 -25 2285.71412958645 2269.0531785624107 50 GTEX 1 100 100 0.0 0.001 100 3784 -26 2284.0621857917636 2272.304304579818 50 GTEX 1 100 100 0.0 0.001 100 3784 -27 2283.403101186812 2269.7164761503386 50 GTEX 1 100 100 0.0 0.001 100 3784 -28 2282.73817629042 2266.7882353924074 50 GTEX 1 100 100 0.0 0.001 100 3784 -29 2281.235426297847 2264.393720387506 50 GTEX 1 100 100 0.0 0.001 100 3784 -30 2280.4698541902544 2265.2918459816124 50 GTEX 1 100 100 0.0 0.001 100 3784 -31 2279.3427868217805 2265.7661764050617 50 GTEX 1 100 100 0.0 0.001 100 3784 -32 2278.1908315511696 2265.770989131565 50 GTEX 1 100 100 0.0 0.001 100 3784 -33 2278.1183179172554 2264.0891168978733 50 GTEX 1 100 100 0.0 0.001 100 3784 -34 2276.944075627426 2261.0594839814044 50 GTEX 1 100 100 0.0 0.001 100 3784 -35 2276.3603824830248 2270.7655813703063 50 GTEX 1 100 100 0.0 0.001 100 3784 -36 2276.0803256697195 2262.0056273021623 50 GTEX 1 100 100 0.0 0.001 100 3784 -37 2275.3770817327213 2259.564304598384 50 GTEX 1 100 100 0.0 0.001 100 3784 -38 2275.6622092026496 2260.078014533329 50 GTEX 1 100 100 0.0 0.001 100 3784 -39 2274.653831751908 2260.9860570639257 50 GTEX 1 100 100 0.0 0.001 100 3784 -40 2274.275784623148 2268.8223394241622 50 GTEX 1 100 100 0.0 0.001 100 3784 -41 2273.670455389445 2257.2006394999107 50 GTEX 1 100 100 0.0 0.001 100 3784 -42 2273.121020845643 2259.1655166683995 50 GTEX 1 100 100 0.0 0.001 100 3784 -43 2272.4558946176935 2257.3206434358663 50 GTEX 1 100 100 0.0 0.001 100 3784 -44 2272.7200314352654 2259.226763939223 50 GTEX 1 100 100 0.0 0.001 100 3784 -45 2271.3747411340873 2257.5214319265388 50 GTEX 1 100 100 0.0 0.001 100 3784 -46 2271.3247909215484 2257.517716904557 50 GTEX 1 100 100 0.0 0.001 100 3784 -47 2270.8662457521027 2257.598198372148 50 GTEX 1 100 100 0.0 0.001 100 3784 -48 2270.5585820161896 2255.729646283864 50 GTEX 1 100 100 0.0 0.001 100 3784 -49 2270.170968608266 2255.9365201884802 50 GTEX 1 100 100 0.0 0.001 100 3784 -50 2269.6976951598317 2257.4886586004336 50 GTEX 1 100 100 0.0 0.001 100 3784 -51 2269.970206307725 2254.0592783648704 50 GTEX 1 100 100 0.0 0.001 100 3784 -52 2269.8345154395283 2253.279007248099 50 GTEX 1 100 100 0.0 0.001 100 3784 -53 2269.363575239978 2255.610553001723 50 GTEX 1 100 100 0.0 0.001 100 3784 -54 2269.1359284585187 2255.176734605216 50 GTEX 1 100 100 0.0 0.001 100 3784 -55 2269.026746615092 2255.343259862167 50 GTEX 1 100 100 0.0 0.001 100 3784 -56 2268.764167402845 2253.8702847440886 50 GTEX 1 100 100 0.0 0.001 100 3784 -57 2268.4675173051787 2260.8661334251724 50 GTEX 1 100 100 0.0 0.001 100 3784 -58 2267.210240124825 2252.112255023913 50 GTEX 1 100 100 0.0 0.001 100 3784 -59 2267.589289269428 2254.0238691554778 50 GTEX 1 100 100 0.0 0.001 100 3784 -60 2267.693733206467 2252.967884600389 50 GTEX 1 100 100 0.0 0.001 100 3784 -61 2267.163498580802 2256.3804291119595 50 GTEX 1 100 100 0.0 0.001 100 3784 -62 2267.8297410164914 2255.95478942639 50 GTEX 1 100 100 0.0 0.001 100 3784 -63 2267.210931774932 2252.9257167337514 50 GTEX 1 100 100 0.0 0.001 100 3784 -64 2267.262845247389 2254.40449970666 50 GTEX 1 100 100 0.0 0.001 100 3784 -65 2266.6982993866027 2251.802953683831 50 GTEX 1 100 100 0.0 0.001 100 3784 -66 2266.9640785508213 2251.55950161894 50 GTEX 1 100 100 0.0 0.001 100 3784 -67 2266.914950143426 2254.02737809678 50 GTEX 1 100 100 0.0 0.001 100 3784 -68 2266.163987609921 2254.9577673850404 50 GTEX 1 100 100 0.0 0.001 100 3784 -69 2265.963663431814 2249.910045087111 50 GTEX 1 100 100 0.0 0.001 100 3784 -70 2265.5645575430194 2254.4452303462153 50 GTEX 1 100 100 0.0 0.001 100 3784 -71 2266.269709681286 2253.311874795776 50 GTEX 1 100 100 0.0 0.001 100 3784 -72 2265.6582449541006 2254.9078197406725 50 GTEX 1 100 100 0.0 0.001 100 3784 -73 2265.536292031283 2254.9520249747507 50 GTEX 1 100 100 0.0 0.001 100 3784 -74 2265.557770939101 2251.7846282842947 50 GTEX 1 100 100 0.0 0.001 100 3784 -75 2265.364961428515 2252.1700994107205 50 GTEX 1 100 100 0.0 0.001 100 3784 -76 2265.1624373285576 2253.3198734181915 50 GTEX 1 100 100 0.0 0.001 100 3784 -77 2265.0911792381594 2250.091263107474 50 GTEX 1 100 100 0.0 0.001 100 3784 -78 2265.1085946629164 2249.0649240007874 50 GTEX 1 100 100 0.0 0.001 100 3784 -79 2265.1204208997783 2249.688343816837 50 GTEX 1 100 100 0.0 0.001 100 3784 -80 2265.691386134896 2250.9752914370692 50 GTEX 1 100 100 0.0 0.001 100 3784 -81 2265.085422321246 2255.267028112375 50 GTEX 1 100 100 0.0 0.001 100 3784 -82 2264.4339060756693 2250.6099992759328 50 GTEX 1 100 100 0.0 0.001 100 3784 -83 2264.352026230508 2250.4994564854146 50 GTEX 1 100 100 0.0 0.001 100 3784 -84 2264.6223548122757 2250.463791531755 50 GTEX 1 100 100 0.0 0.001 100 3784 -85 2264.2204009858256 2250.1290051130286 50 GTEX 1 100 100 0.0 0.001 100 3784 -86 2264.588711785429 2250.283031855246 50 GTEX 1 100 100 0.0 0.001 100 3784 -87 2264.2557835307434 2251.6067096434617 50 GTEX 1 100 100 0.0 0.001 100 3784 -88 2264.3127152316106 2248.925818381654 50 GTEX 1 100 100 0.0 0.001 100 3784 -89 2264.711645757962 2250.876724301182 50 GTEX 1 100 100 0.0 0.001 100 3784 -90 2264.773627200902 2249.5626640754963 50 GTEX 1 100 100 0.0 0.001 100 3784 -91 2263.8814238357586 2250.0743036886583 50 GTEX 1 100 100 0.0 0.001 100 3784 -92 2264.1389634408506 2248.398694404631 50 GTEX 1 100 100 0.0 0.001 100 3784 -93 2263.598427561076 2251.089430892422 50 GTEX 1 100 100 0.0 0.001 100 3784 -94 2263.610463665521 2250.4241200726296 50 GTEX 1 100 100 0.0 0.001 100 3784 -95 2263.9002862843463 2249.219733756758 50 GTEX 1 100 100 0.0 0.001 100 3784 -96 2263.4805004699715 2248.1958149376933 50 GTEX 1 100 100 0.0 0.001 100 3784 -97 2263.4494872866353 2248.102379164315 50 GTEX 1 100 100 0.0 0.001 100 3784 -98 2263.3674397898208 2248.5439713046576 50 GTEX 1 100 100 0.0 0.001 100 3784 -99 2264.0293970894786 2253.230547654765 50 GTEX 1 100 100 0.0 0.001 100 3784 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index 4fd50c6f6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2911.556647691075 2514.7418031873813 50 GTEX 1 100 100 1.0 0.001 100 7031 -1 2459.626623159932 2429.4758667456335 50 GTEX 1 100 100 1.0 0.001 100 7031 -2 2406.225744253682 2379.863351335997 50 GTEX 1 100 100 1.0 0.001 100 7031 -3 2377.0759899106765 2377.8526277143237 50 GTEX 1 100 100 1.0 0.001 100 7031 -4 2359.9815743328386 2339.802441499079 50 GTEX 1 100 100 1.0 0.001 100 7031 -5 2346.621272929155 2332.746706422291 50 GTEX 1 100 100 1.0 0.001 100 7031 -6 2338.1700735635136 2337.430441272576 50 GTEX 1 100 100 1.0 0.001 100 7031 -7 2331.195429812317 2317.376224880436 50 GTEX 1 100 100 1.0 0.001 100 7031 -8 2325.8854799690703 2314.2642678380466 50 GTEX 1 100 100 1.0 0.001 100 7031 -9 2321.509628661774 2309.9776611328125 50 GTEX 1 100 100 1.0 0.001 100 7031 -10 2316.7427843254445 2311.517373900903 50 GTEX 1 100 100 1.0 0.001 100 7031 -11 2311.721748826722 2299.708721668548 50 GTEX 1 100 100 1.0 0.001 100 7031 -12 2308.0469284855453 2297.205676872921 50 GTEX 1 100 100 1.0 0.001 100 7031 -13 2305.4067226533616 2308.429576105038 50 GTEX 1 100 100 1.0 0.001 100 7031 -14 2303.045353215033 2291.5826332469405 50 GTEX 1 100 100 1.0 0.001 100 7031 -15 2300.567857735258 2288.9823322948846 50 GTEX 1 100 100 1.0 0.001 100 7031 -16 2298.963855427901 2287.6138159458174 50 GTEX 1 100 100 1.0 0.001 100 7031 -17 2296.551199876256 2295.1438814460553 50 GTEX 1 100 100 1.0 0.001 100 7031 -18 2294.5062667058514 2283.496588993435 50 GTEX 1 100 100 1.0 0.001 100 7031 -19 2293.179447433973 2286.5966458048656 50 GTEX 1 100 100 1.0 0.001 100 7031 -20 2291.693246137281 2280.1298345413497 50 GTEX 1 100 100 1.0 0.001 100 7031 -21 2290.3868779945715 2279.5345946337334 50 GTEX 1 100 100 1.0 0.001 100 7031 -22 2287.8841286467136 2278.170331715631 50 GTEX 1 100 100 1.0 0.001 100 7031 -23 2287.0934673312145 2277.4215719128742 50 GTEX 1 100 100 1.0 0.001 100 7031 -24 2285.5882310344487 2275.9897939007546 50 GTEX 1 100 100 1.0 0.001 100 7031 -25 2284.9862094458877 2276.8034793288084 50 GTEX 1 100 100 1.0 0.001 100 7031 -26 2284.1759253050895 2280.3256413564936 50 GTEX 1 100 100 1.0 0.001 100 7031 -27 2282.9679695339732 2275.840574315292 50 GTEX 1 100 100 1.0 0.001 100 7031 -28 2281.394171086488 2272.6276488793665 50 GTEX 1 100 100 1.0 0.001 100 7031 -29 2281.129409798098 2271.395429836027 50 GTEX 1 100 100 1.0 0.001 100 7031 -30 2280.2028199467145 2273.6496535616684 50 GTEX 1 100 100 1.0 0.001 100 7031 -31 2279.5915690069783 2270.004786734345 50 GTEX 1 100 100 1.0 0.001 100 7031 -32 2278.5220513114637 2269.708073721186 50 GTEX 1 100 100 1.0 0.001 100 7031 -33 2277.6914208463445 2268.2057409250237 50 GTEX 1 100 100 1.0 0.001 100 7031 -34 2277.2248966599436 2268.506331875297 50 GTEX 1 100 100 1.0 0.001 100 7031 -35 2276.196386388656 2265.4674930935125 50 GTEX 1 100 100 1.0 0.001 100 7031 -36 2275.7079347534113 2268.752472968156 50 GTEX 1 100 100 1.0 0.001 100 7031 -37 2275.549924011327 2266.4879363897635 50 GTEX 1 100 100 1.0 0.001 100 7031 -38 2274.65947383221 2264.892970328095 50 GTEX 1 100 100 1.0 0.001 100 7031 -39 2274.1850160683575 2265.84856411894 50 GTEX 1 100 100 1.0 0.001 100 7031 -40 2273.70305820754 2266.3759839888307 50 GTEX 1 100 100 1.0 0.001 100 7031 -41 2273.2018599404923 2265.0225667627137 50 GTEX 1 100 100 1.0 0.001 100 7031 -42 2272.664462429525 2268.0964624673243 50 GTEX 1 100 100 1.0 0.001 100 7031 -43 2271.6554276532956 2264.6053109404706 50 GTEX 1 100 100 1.0 0.001 100 7031 -44 2271.781088357089 2262.055295530834 50 GTEX 1 100 100 1.0 0.001 100 7031 -45 2270.9826085844247 2263.873503594344 50 GTEX 1 100 100 1.0 0.001 100 7031 -46 2271.212716139369 2261.2825421815587 50 GTEX 1 100 100 1.0 0.001 100 7031 -47 2270.494186425544 2262.9361674377674 50 GTEX 1 100 100 1.0 0.001 100 7031 -48 2270.6007322619857 2260.7318876433283 50 GTEX 1 100 100 1.0 0.001 100 7031 -49 2269.8722953437764 2261.1907945060007 50 GTEX 1 100 100 1.0 0.001 100 7031 -50 2270.300548740031 2260.097135478553 50 GTEX 1 100 100 1.0 0.001 100 7031 -51 2269.4021068817588 2261.5986058920507 50 GTEX 1 100 100 1.0 0.001 100 7031 -52 2269.807253258853 2258.6156465363592 50 GTEX 1 100 100 1.0 0.001 100 7031 -53 2268.74106285939 2259.9569890127436 50 GTEX 1 100 100 1.0 0.001 100 7031 -54 2268.3918926125784 2260.3694864135277 50 GTEX 1 100 100 1.0 0.001 100 7031 -55 2268.4005844004996 2258.729873251099 50 GTEX 1 100 100 1.0 0.001 100 7031 -56 2267.976202078602 2259.241186801925 50 GTEX 1 100 100 1.0 0.001 100 7031 -57 2267.4656788620587 2257.740360158478 50 GTEX 1 100 100 1.0 0.001 100 7031 -58 2267.8026300343463 2257.592183972493 50 GTEX 1 100 100 1.0 0.001 100 7031 -59 2267.5221312818953 2261.33765669558 50 GTEX 1 100 100 1.0 0.001 100 7031 -60 2267.0518410838718 2259.5841319733245 50 GTEX 1 100 100 1.0 0.001 100 7031 -61 2267.3687078408057 2257.43084972077 50 GTEX 1 100 100 1.0 0.001 100 7031 -62 2266.9172191271323 2259.289552637833 50 GTEX 1 100 100 1.0 0.001 100 7031 -63 2267.525346990698 2256.6102582692192 50 GTEX 1 100 100 1.0 0.001 100 7031 -64 2266.4724691021693 2257.9758073349867 50 GTEX 1 100 100 1.0 0.001 100 7031 -65 2266.4888740782126 2257.324137524507 50 GTEX 1 100 100 1.0 0.001 100 7031 -66 2266.07472959627 2258.5230123425617 50 GTEX 1 100 100 1.0 0.001 100 7031 -67 2265.9350864196435 2262.2214309054184 50 GTEX 1 100 100 1.0 0.001 100 7031 -68 2266.210925714612 2259.1637032512476 50 GTEX 1 100 100 1.0 0.001 100 7031 -69 2266.4707419368347 2255.4768669795626 50 GTEX 1 100 100 1.0 0.001 100 7031 -70 2265.5261286172113 2256.7276583479384 50 GTEX 1 100 100 1.0 0.001 100 7031 -71 2266.070263398516 2257.145912083383 50 GTEX 1 100 100 1.0 0.001 100 7031 -72 2265.8530729379854 2258.5258440953244 50 GTEX 1 100 100 1.0 0.001 100 7031 -73 2265.187534969334 2257.070897787696 50 GTEX 1 100 100 1.0 0.001 100 7031 -74 2264.933615696094 2259.8814441985505 50 GTEX 1 100 100 1.0 0.001 100 7031 -75 2264.5290611672453 2257.88969995767 50 GTEX 1 100 100 1.0 0.001 100 7031 -76 2265.0908255991617 2257.645619207462 50 GTEX 1 100 100 1.0 0.001 100 7031 -77 2264.9044270558256 2257.1690534584422 50 GTEX 1 100 100 1.0 0.001 100 7031 -78 2264.829170443836 2260.205605858632 50 GTEX 1 100 100 1.0 0.001 100 7031 -79 2264.2697498599164 2256.3838623975166 50 GTEX 1 100 100 1.0 0.001 100 7031 -80 2264.4424442925097 2258.5666267191955 50 GTEX 1 100 100 1.0 0.001 100 7031 -81 2264.630535521829 2256.298027009565 50 GTEX 1 100 100 1.0 0.001 100 7031 -82 2264.173687216119 2255.8344522338402 50 GTEX 1 100 100 1.0 0.001 100 7031 -83 2263.957608321381 2254.7653288750594 50 GTEX 1 100 100 1.0 0.001 100 7031 -84 2264.125716510312 2254.047975953541 50 GTEX 1 100 100 1.0 0.001 100 7031 -85 2264.3206955895726 2266.984586650428 50 GTEX 1 100 100 1.0 0.001 100 7031 -86 2263.7554137480856 2255.4075913810007 50 GTEX 1 100 100 1.0 0.001 100 7031 -87 2263.353254128651 2255.292178774061 50 GTEX 1 100 100 1.0 0.001 100 7031 -88 2263.9296908525175 2255.971702894784 50 GTEX 1 100 100 1.0 0.001 100 7031 -89 2263.882550152627 2255.520917653131 50 GTEX 1 100 100 1.0 0.001 100 7031 -90 2263.257100115863 2254.5358793889613 50 GTEX 1 100 100 1.0 0.001 100 7031 -91 2263.3237655670273 2254.657784929747 50 GTEX 1 100 100 1.0 0.001 100 7031 -92 2262.937399476058 2256.3200873893475 50 GTEX 1 100 100 1.0 0.001 100 7031 -93 2264.47229843325 2257.8904012817848 50 GTEX 1 100 100 1.0 0.001 100 7031 -94 2263.473144402307 2254.0128508013013 50 GTEX 1 100 100 1.0 0.001 100 7031 -95 2263.3126704368215 2255.3218910594405 50 GTEX 1 100 100 1.0 0.001 100 7031 -96 2263.0144987347085 2254.6416122378505 50 GTEX 1 100 100 1.0 0.001 100 7031 -97 2263.4593946973287 2257.668052760367 50 GTEX 1 100 100 1.0 0.001 100 7031 -98 2263.157915479016 2254.0653387149478 50 GTEX 1 100 100 1.0 0.001 100 7031 -99 2263.6839853755973 2255.409032553321 50 GTEX 1 100 100 1.0 0.001 100 7031 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 5ba55fe05..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2921.514060431755 2541.3602768350465 50 GTEX 1 50 100 0.5 0.001 100 8345 -1 2462.903730402731 2408.4632294513426 50 GTEX 1 50 100 0.5 0.001 100 8345 -2 2409.0454441971947 2365.2945570564993 50 GTEX 1 50 100 0.5 0.001 100 8345 -3 2381.259360486179 2342.5102604042895 50 GTEX 1 50 100 0.5 0.001 100 8345 -4 2363.7423772782677 2328.0099359664628 50 GTEX 1 50 100 0.5 0.001 100 8345 -5 2349.122947588911 2319.6691240085847 50 GTEX 1 50 100 0.5 0.001 100 8345 -6 2341.194519707025 2313.0071302058577 50 GTEX 1 50 100 0.5 0.001 100 8345 -7 2333.321979062137 2303.55812264214 50 GTEX 1 50 100 0.5 0.001 100 8345 -8 2327.0577874953788 2311.239816179747 50 GTEX 1 50 100 0.5 0.001 100 8345 -9 2322.6614757492307 2294.5413818359375 50 GTEX 1 50 100 0.5 0.001 100 8345 -10 2317.78731929416 2288.2959420671937 50 GTEX 1 50 100 0.5 0.001 100 8345 -11 2315.4288976469247 2285.6627183341257 50 GTEX 1 50 100 0.5 0.001 100 8345 -12 2310.8367364822375 2285.156979637001 50 GTEX 1 50 100 0.5 0.001 100 8345 -13 2308.369074425678 2298.545771725731 50 GTEX 1 50 100 0.5 0.001 100 8345 -14 2305.324846599124 2280.0425384869595 50 GTEX 1 50 100 0.5 0.001 100 8345 -15 2302.6495504068 2275.9188645511526 50 GTEX 1 50 100 0.5 0.001 100 8345 -16 2299.6746372421553 2273.2434007767943 50 GTEX 1 50 100 0.5 0.001 100 8345 -17 2298.4041103203067 2271.443860652329 50 GTEX 1 50 100 0.5 0.001 100 8345 -18 2296.550418765514 2269.918250022279 50 GTEX 1 50 100 0.5 0.001 100 8345 -19 2294.3996411052867 2270.989721958175 50 GTEX 1 50 100 0.5 0.001 100 8345 -20 2293.3335322493595 2266.2185286025133 50 GTEX 1 50 100 0.5 0.001 100 8345 -21 2291.7033212769934 2266.6494275227246 50 GTEX 1 50 100 0.5 0.001 100 8345 -22 2290.086041376459 2264.1711435064162 50 GTEX 1 50 100 0.5 0.001 100 8345 -23 2288.9266670624356 2261.98594288409 50 GTEX 1 50 100 0.5 0.001 100 8345 -24 2287.621973721319 2263.7573348941005 50 GTEX 1 50 100 0.5 0.001 100 8345 -25 2286.502233395446 2260.8069126143655 50 GTEX 1 50 100 0.5 0.001 100 8345 -26 2284.896573113554 2259.072185791944 50 GTEX 1 50 100 0.5 0.001 100 8345 -27 2284.340885686587 2257.9847927311075 50 GTEX 1 50 100 0.5 0.001 100 8345 -28 2282.9403234642787 2259.5324326431796 50 GTEX 1 50 100 0.5 0.001 100 8345 -29 2282.1701701418 2257.279622241118 50 GTEX 1 50 100 0.5 0.001 100 8345 -30 2281.301177672276 2256.716448301598 50 GTEX 1 50 100 0.5 0.001 100 8345 -31 2280.5808205786384 2252.9994736588046 50 GTEX 1 50 100 0.5 0.001 100 8345 -32 2279.4218004193845 2253.968632571144 50 GTEX 1 50 100 0.5 0.001 100 8345 -33 2279.754557773054 2255.761035063421 50 GTEX 1 50 100 0.5 0.001 100 8345 -34 2278.849498819295 2253.5588624903457 50 GTEX 1 50 100 0.5 0.001 100 8345 -35 2277.3153262752357 2254.4099580597967 50 GTEX 1 50 100 0.5 0.001 100 8345 -36 2276.8665261514916 2253.6081761117216 50 GTEX 1 50 100 0.5 0.001 100 8345 -37 2276.7867054740314 2254.871824779438 50 GTEX 1 50 100 0.5 0.001 100 8345 -38 2275.513163942841 2253.077668280656 50 GTEX 1 50 100 0.5 0.001 100 8345 -39 2275.220413493294 2249.8659561215245 50 GTEX 1 50 100 0.5 0.001 100 8345 -40 2275.3866369227894 2251.0976010166646 50 GTEX 1 50 100 0.5 0.001 100 8345 -41 2274.6101745753754 2251.116241106969 50 GTEX 1 50 100 0.5 0.001 100 8345 -42 2274.2417332339064 2248.7856366407736 50 GTEX 1 50 100 0.5 0.001 100 8345 -43 2273.973356874538 2251.926379533775 50 GTEX 1 50 100 0.5 0.001 100 8345 -44 2273.5978572978834 2248.5761482035705 50 GTEX 1 50 100 0.5 0.001 100 8345 -45 2273.0350477315937 2249.0379476220887 50 GTEX 1 50 100 0.5 0.001 100 8345 -46 2272.308890189895 2250.691061853909 50 GTEX 1 50 100 0.5 0.001 100 8345 -47 2272.0068160544934 2245.811501158508 50 GTEX 1 50 100 0.5 0.001 100 8345 -48 2271.708796092471 2246.257007207254 50 GTEX 1 50 100 0.5 0.001 100 8345 -49 2271.7532625408903 2246.922797721602 50 GTEX 1 50 100 0.5 0.001 100 8345 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index 8e70cfdf8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2911.200432258107 2535.205190912399 50 GTEX 1 50 100 0.0 0.001 100 6810 -1 2461.9827252520267 2417.2616809221277 50 GTEX 1 50 100 0.0 0.001 100 6810 -2 2407.073521065362 2393.10198208769 50 GTEX 1 50 100 0.0 0.001 100 6810 -3 2380.360297303297 2334.0654320082285 50 GTEX 1 50 100 0.0 0.001 100 6810 -4 2359.952888879628 2324.0231000660942 50 GTEX 1 50 100 0.0 0.001 100 6810 -5 2348.935390080345 2317.636099115524 50 GTEX 1 50 100 0.0 0.001 100 6810 -6 2340.399691160949 2304.4686748084005 50 GTEX 1 50 100 0.0 0.001 100 6810 -7 2331.782931880562 2302.0191819803795 50 GTEX 1 50 100 0.0 0.001 100 6810 -8 2326.22174611892 2292.5349025943888 50 GTEX 1 50 100 0.0 0.001 100 6810 -9 2322.187830609783 2288.606595463626 50 GTEX 1 50 100 0.0 0.001 100 6810 -10 2317.3547390359277 2287.329531361395 50 GTEX 1 50 100 0.0 0.001 100 6810 -11 2314.3993364130415 2282.9054108246196 50 GTEX 1 50 100 0.0 0.001 100 6810 -12 2310.9343685167473 2276.9962654838996 50 GTEX 1 50 100 0.0 0.001 100 6810 -13 2307.528203902784 2275.357226469671 50 GTEX 1 50 100 0.0 0.001 100 6810 -14 2305.2409118671685 2274.6958444109437 50 GTEX 1 50 100 0.0 0.001 100 6810 -15 2302.067841333712 2269.6868139926924 50 GTEX 1 50 100 0.0 0.001 100 6810 -16 2300.3920083260023 2268.15959765068 50 GTEX 1 50 100 0.0 0.001 100 6810 -17 2297.58467780452 2264.516244402403 50 GTEX 1 50 100 0.0 0.001 100 6810 -18 2296.867057344963 2267.922546618792 50 GTEX 1 50 100 0.0 0.001 100 6810 -19 2294.4468884796984 2262.9394955943294 50 GTEX 1 50 100 0.0 0.001 100 6810 -20 2293.1659495804092 2261.9761605498456 50 GTEX 1 50 100 0.0 0.001 100 6810 -21 2291.8059488459503 2260.57830740925 50 GTEX 1 50 100 0.0 0.001 100 6810 -22 2290.127611301511 2262.6681783117724 50 GTEX 1 50 100 0.0 0.001 100 6810 -23 2289.3342435503755 2256.0635471126425 50 GTEX 1 50 100 0.0 0.001 100 6810 -24 2288.188037124848 2255.5494537933696 50 GTEX 1 50 100 0.0 0.001 100 6810 -25 2285.6631292881275 2255.358499389184 50 GTEX 1 50 100 0.0 0.001 100 6810 -26 2285.4526880896306 2255.706431341715 50 GTEX 1 50 100 0.0 0.001 100 6810 -27 2284.4106564197923 2252.951990860043 50 GTEX 1 50 100 0.0 0.001 100 6810 -28 2283.692269136375 2251.319225470829 50 GTEX 1 50 100 0.0 0.001 100 6810 -29 2283.0373127696457 2251.326541799103 50 GTEX 1 50 100 0.0 0.001 100 6810 -30 2281.7379581704868 2250.2185397420094 50 GTEX 1 50 100 0.0 0.001 100 6810 -31 2281.2987682438834 2251.938112672291 50 GTEX 1 50 100 0.0 0.001 100 6810 -32 2280.406789600553 2249.15688634372 50 GTEX 1 50 100 0.0 0.001 100 6810 -33 2279.7919742644267 2249.335181870841 50 GTEX 1 50 100 0.0 0.001 100 6810 -34 2278.9446025399907 2248.6360796214058 50 GTEX 1 50 100 0.0 0.001 100 6810 -35 2278.2488127962592 2246.927370252718 50 GTEX 1 50 100 0.0 0.001 100 6810 -36 2277.508312927678 2248.1672781012358 50 GTEX 1 50 100 0.0 0.001 100 6810 -37 2277.122258852915 2248.3449226640478 50 GTEX 1 50 100 0.0 0.001 100 6810 -38 2276.4362501815517 2246.0599293291793 50 GTEX 1 50 100 0.0 0.001 100 6810 -39 2275.8732394642243 2244.7236418633406 50 GTEX 1 50 100 0.0 0.001 100 6810 -40 2275.4988774740546 2244.999757251812 50 GTEX 1 50 100 0.0 0.001 100 6810 -41 2274.822701735923 2245.810053488148 50 GTEX 1 50 100 0.0 0.001 100 6810 -42 2275.2601578179465 2244.5996019486693 50 GTEX 1 50 100 0.0 0.001 100 6810 -43 2274.45801423386 2242.1536122601296 50 GTEX 1 50 100 0.0 0.001 100 6810 -44 2273.692127273316 2246.196837218542 50 GTEX 1 50 100 0.0 0.001 100 6810 -45 2273.441332210945 2242.9761405915815 50 GTEX 1 50 100 0.0 0.001 100 6810 -46 2272.933905121491 2243.1543880796253 50 GTEX 1 50 100 0.0 0.001 100 6810 -47 2272.4445858289814 2243.340689191347 50 GTEX 1 50 100 0.0 0.001 100 6810 -48 2272.152769493908 2240.8567217112495 50 GTEX 1 50 100 0.0 0.001 100 6810 -49 2271.907361024232 2243.790263476934 50 GTEX 1 50 100 0.0 0.001 100 6810 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index 461065b14..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.001lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2904.561610396641 2758.6456684069035 50 GTEX 1 50 100 1.0 0.001 100 1620 -1 2452.476328030098 2481.188326643447 50 GTEX 1 50 100 1.0 0.001 100 1620 -2 2401.495684485004 2419.5278974757903 50 GTEX 1 50 100 1.0 0.001 100 1620 -3 2373.2754902205525 2392.2612694569866 50 GTEX 1 50 100 1.0 0.001 100 1620 -4 2354.182464776906 2381.652605064015 50 GTEX 1 50 100 1.0 0.001 100 1620 -5 2342.0367722407027 2401.492655822986 50 GTEX 1 50 100 1.0 0.001 100 1620 -6 2333.685956475248 2372.115078422053 50 GTEX 1 50 100 1.0 0.001 100 1620 -7 2326.7643396448684 2350.4842547862704 50 GTEX 1 50 100 1.0 0.001 100 1620 -8 2320.663325694064 2346.8590445282794 50 GTEX 1 50 100 1.0 0.001 100 1620 -9 2316.472935824154 2345.305355869772 50 GTEX 1 50 100 1.0 0.001 100 1620 -10 2312.5508059812623 2348.3349846089295 50 GTEX 1 50 100 1.0 0.001 100 1620 -11 2308.4721478278575 2351.7089277492278 50 GTEX 1 50 100 1.0 0.001 100 1620 -12 2305.5983596339174 2333.0976270088227 50 GTEX 1 50 100 1.0 0.001 100 1620 -13 2301.9195966550337 2349.8681450325275 50 GTEX 1 50 100 1.0 0.001 100 1620 -14 2300.2195381252395 2327.757019275042 50 GTEX 1 50 100 1.0 0.001 100 1620 -15 2296.662743258655 2329.4475246182865 50 GTEX 1 50 100 1.0 0.001 100 1620 -16 2294.4231291509323 2323.7732049630167 50 GTEX 1 50 100 1.0 0.001 100 1620 -17 2293.868444204003 2322.406268565827 50 GTEX 1 50 100 1.0 0.001 100 1620 -18 2290.9233417263176 2319.1296850864424 50 GTEX 1 50 100 1.0 0.001 100 1620 -19 2289.1223772741414 2319.9429059046756 50 GTEX 1 50 100 1.0 0.001 100 1620 -20 2287.1198601525775 2320.9766260879574 50 GTEX 1 50 100 1.0 0.001 100 1620 -21 2286.3585666049253 2322.7087281665877 50 GTEX 1 50 100 1.0 0.001 100 1620 -22 2284.516389941293 2316.0480112286123 50 GTEX 1 50 100 1.0 0.001 100 1620 -23 2283.0827975322995 2313.760920419439 50 GTEX 1 50 100 1.0 0.001 100 1620 -24 2282.045252845823 2310.899603898081 50 GTEX 1 50 100 1.0 0.001 100 1620 -25 2280.987432495775 2310.6322819814936 50 GTEX 1 50 100 1.0 0.001 100 1620 -26 2279.539847891648 2312.696864603137 50 GTEX 1 50 100 1.0 0.001 100 1620 -27 2278.349615667417 2309.966259858454 50 GTEX 1 50 100 1.0 0.001 100 1620 -28 2277.412277774523 2309.044267429598 50 GTEX 1 50 100 1.0 0.001 100 1620 -29 2275.843104408323 2306.5543482095118 50 GTEX 1 50 100 1.0 0.001 100 1620 -30 2275.948141611981 2304.273242094671 50 GTEX 1 50 100 1.0 0.001 100 1620 -31 2275.120329453422 2304.1892762854977 50 GTEX 1 50 100 1.0 0.001 100 1620 -32 2274.029400519362 2305.7078829573134 50 GTEX 1 50 100 1.0 0.001 100 1620 -33 2273.5561802985867 2306.4342495878386 50 GTEX 1 50 100 1.0 0.001 100 1620 -34 2273.004923971097 2302.544882422618 50 GTEX 1 50 100 1.0 0.001 100 1620 -35 2272.5225342802632 2304.0048317564756 50 GTEX 1 50 100 1.0 0.001 100 1620 -36 2271.414305428561 2302.732325796845 50 GTEX 1 50 100 1.0 0.001 100 1620 -37 2271.313339625063 2300.872456017556 50 GTEX 1 50 100 1.0 0.001 100 1620 -38 2270.655484001375 2302.5297614848205 50 GTEX 1 50 100 1.0 0.001 100 1620 -39 2270.0449617441673 2302.132919717651 50 GTEX 1 50 100 1.0 0.001 100 1620 -40 2269.663444089502 2298.0636756809945 50 GTEX 1 50 100 1.0 0.001 100 1620 -41 2269.3055667105555 2301.8689869927816 50 GTEX 1 50 100 1.0 0.001 100 1620 -42 2268.755292902731 2298.1701149596006 50 GTEX 1 50 100 1.0 0.001 100 1620 -43 2268.1691899946854 2297.8293419899596 50 GTEX 1 50 100 1.0 0.001 100 1620 -44 2267.6514435475287 2301.0789975938687 50 GTEX 1 50 100 1.0 0.001 100 1620 -45 2267.5220138406357 2296.6929151875893 50 GTEX 1 50 100 1.0 0.001 100 1620 -46 2267.564757946188 2295.5800150011883 50 GTEX 1 50 100 1.0 0.001 100 1620 -47 2266.1606722282004 2298.9132920181796 50 GTEX 1 50 100 1.0 0.001 100 1620 -48 2265.8897006851926 2296.1926770808577 50 GTEX 1 50 100 1.0 0.001 100 1620 -49 2266.486939882041 2295.981346913617 50 GTEX 1 50 100 1.0 0.001 100 1620 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 371419f09..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2816.213373877474 2794.6657779824145 100 GTEX 1 100 100 0.5 0.0025 100 177 -1 2432.1015761937438 2422.3738229265687 100 GTEX 1 100 100 0.5 0.0025 100 177 -2 2385.945301101441 2378.7625430727185 100 GTEX 1 100 100 0.5 0.0025 100 177 -3 2359.3268848006974 2353.3662619935244 100 GTEX 1 100 100 0.5 0.0025 100 177 -4 2344.8934492379367 2335.1705271209603 100 GTEX 1 100 100 0.5 0.0025 100 177 -5 2334.7697371977165 2331.001366444867 100 GTEX 1 100 100 0.5 0.0025 100 177 -6 2326.307898541067 2317.999230446471 100 GTEX 1 100 100 0.5 0.0025 100 177 -7 2320.297910721536 2315.8166243984674 100 GTEX 1 100 100 0.5 0.0025 100 177 -8 2315.510876339769 2308.103135953838 100 GTEX 1 100 100 0.5 0.0025 100 177 -9 2311.3618589316425 2301.7076234998813 100 GTEX 1 100 100 0.5 0.0025 100 177 -10 2307.7498225744694 2298.6916002628923 100 GTEX 1 100 100 0.5 0.0025 100 177 -11 2306.112517159731 2296.6554015417064 100 GTEX 1 100 100 0.5 0.0025 100 177 -12 2302.9321118084117 2302.6473541839946 100 GTEX 1 100 100 0.5 0.0025 100 177 -13 2300.3218185281357 2292.2341819153994 100 GTEX 1 100 100 0.5 0.0025 100 177 -14 2297.332919202889 2290.1334929375594 100 GTEX 1 100 100 0.5 0.0025 100 177 -15 2295.8044139345884 2289.444093653458 100 GTEX 1 100 100 0.5 0.0025 100 177 -16 2293.880601798517 2287.3486634461146 100 GTEX 1 100 100 0.5 0.0025 100 177 -17 2293.115114999596 2282.961078600285 100 GTEX 1 100 100 0.5 0.0025 100 177 -18 2290.77124748097 2285.648039263011 100 GTEX 1 100 100 0.5 0.0025 100 177 -19 2289.680823797055 2283.166569814936 100 GTEX 1 100 100 0.5 0.0025 100 177 -20 2287.744376126446 2279.6047883124406 100 GTEX 1 100 100 0.5 0.0025 100 177 -21 2287.253123952983 2280.476784361633 100 GTEX 1 100 100 0.5 0.0025 100 177 -22 2286.025823177097 2284.1414595339234 100 GTEX 1 100 100 0.5 0.0025 100 177 -23 2284.6182040863987 2280.089610748871 100 GTEX 1 100 100 0.5 0.0025 100 177 -24 2284.87453758471 2276.6522388530775 100 GTEX 1 100 100 0.5 0.0025 100 177 -25 2283.1842043207657 2274.7605277521984 100 GTEX 1 100 100 0.5 0.0025 100 177 -26 2283.3297534208054 2277.025944814936 100 GTEX 1 100 100 0.5 0.0025 100 177 -27 2281.5906469873557 2276.291812098978 100 GTEX 1 100 100 0.5 0.0025 100 177 -28 2281.027293668549 2274.5962396774003 100 GTEX 1 100 100 0.5 0.0025 100 177 -29 2279.858321329602 2272.320178826046 100 GTEX 1 100 100 0.5 0.0025 100 177 -30 2279.1144944228554 2272.8265431915397 100 GTEX 1 100 100 0.5 0.0025 100 177 -31 2279.812698082195 2271.435525524299 100 GTEX 1 100 100 0.5 0.0025 100 177 -32 2278.2778471949437 2272.3619240880466 100 GTEX 1 100 100 0.5 0.0025 100 177 -33 2278.1439114469176 2272.1728552756654 100 GTEX 1 100 100 0.5 0.0025 100 177 -34 2277.2809726952423 2274.8066601191185 100 GTEX 1 100 100 0.5 0.0025 100 177 -35 2276.424409657808 2268.1423042790516 100 GTEX 1 100 100 0.5 0.0025 100 177 -36 2275.554605750155 2273.3989304227066 100 GTEX 1 100 100 0.5 0.0025 100 177 -37 2276.0699306224915 2269.2308874093987 100 GTEX 1 100 100 0.5 0.0025 100 177 -38 2275.6902518751403 2269.7038184336384 100 GTEX 1 100 100 0.5 0.0025 100 177 -39 2274.5178734559854 2268.0776376470412 100 GTEX 1 100 100 0.5 0.0025 100 177 -40 2273.823896598876 2269.8284517585553 100 GTEX 1 100 100 0.5 0.0025 100 177 -41 2274.454084335719 2268.833236172172 100 GTEX 1 100 100 0.5 0.0025 100 177 -42 2272.747227107155 2265.1946264926924 100 GTEX 1 100 100 0.5 0.0025 100 177 -43 2272.692901704812 2264.316273504337 100 GTEX 1 100 100 0.5 0.0025 100 177 -44 2273.2018444157584 2270.856258725939 100 GTEX 1 100 100 0.5 0.0025 100 177 -45 2272.244992267548 2266.0038579788497 100 GTEX 1 100 100 0.5 0.0025 100 177 -46 2271.992125813682 2268.048703733959 100 GTEX 1 100 100 0.5 0.0025 100 177 -47 2272.3957712687825 2268.3481185390924 100 GTEX 1 100 100 0.5 0.0025 100 177 -48 2272.16030744853 2264.0289617618228 100 GTEX 1 100 100 0.5 0.0025 100 177 -49 2271.0589740544046 2266.4216039389257 100 GTEX 1 100 100 0.5 0.0025 100 177 -50 2270.5353258100095 2265.9771231879754 100 GTEX 1 100 100 0.5 0.0025 100 177 -51 2269.778567831431 2266.8462090437856 100 GTEX 1 100 100 0.5 0.0025 100 177 -52 2269.9200336943463 2264.4330219225285 100 GTEX 1 100 100 0.5 0.0025 100 177 -53 2270.6287464122906 2263.5871869801567 100 GTEX 1 100 100 0.5 0.0025 100 177 -54 2269.7591694184816 2265.4836834229445 100 GTEX 1 100 100 0.5 0.0025 100 177 -55 2270.2832936171785 2268.474986261288 100 GTEX 1 100 100 0.5 0.0025 100 177 -56 2269.8879831905815 2264.5461462912904 100 GTEX 1 100 100 0.5 0.0025 100 177 -57 2268.9815836167327 2265.1092153338877 100 GTEX 1 100 100 0.5 0.0025 100 177 -58 2269.547611934879 2273.61709838403 100 GTEX 1 100 100 0.5 0.0025 100 177 -59 2270.4193992175533 2264.3785098695935 100 GTEX 1 100 100 0.5 0.0025 100 177 -60 2269.158843430015 2261.068362159874 100 GTEX 1 100 100 0.5 0.0025 100 177 -61 2267.7163990859285 2260.6807606048005 100 GTEX 1 100 100 0.5 0.0025 100 177 -62 2267.5999366838428 2260.5579458026377 100 GTEX 1 100 100 0.5 0.0025 100 177 -63 2267.540806092669 2259.3487637015805 100 GTEX 1 100 100 0.5 0.0025 100 177 -64 2267.645289744144 2260.1912586516755 100 GTEX 1 100 100 0.5 0.0025 100 177 -65 2267.8685562296578 2264.06729369653 100 GTEX 1 100 100 0.5 0.0025 100 177 -66 2267.381198675539 2260.1162842725166 100 GTEX 1 100 100 0.5 0.0025 100 177 -67 2267.307669976753 2261.513040636882 100 GTEX 1 100 100 0.5 0.0025 100 177 -68 2266.2176113819714 2261.129214442728 100 GTEX 1 100 100 0.5 0.0025 100 177 -69 2266.986593773313 2268.147028353731 100 GTEX 1 100 100 0.5 0.0025 100 177 -70 2266.630555430624 2260.8359792731108 100 GTEX 1 100 100 0.5 0.0025 100 177 -71 2267.040318327191 2259.544611825689 100 GTEX 1 100 100 0.5 0.0025 100 177 -72 2266.0906109864777 2257.6119630762832 100 GTEX 1 100 100 0.5 0.0025 100 177 -73 2265.8784052549727 2258.504654452828 100 GTEX 1 100 100 0.5 0.0025 100 177 -74 2266.488114965142 2283.388279207759 100 GTEX 1 100 100 0.5 0.0025 100 177 -75 2266.387184259921 2259.347680385575 100 GTEX 1 100 100 0.5 0.0025 100 177 -76 2267.465182225304 2260.5242608944272 100 GTEX 1 100 100 0.5 0.0025 100 177 -77 2265.7545025080954 2257.860935457759 100 GTEX 1 100 100 0.5 0.0025 100 177 -78 2266.0105652519524 2260.76131958472 100 GTEX 1 100 100 0.5 0.0025 100 177 -79 2265.735427277814 2261.154312655953 100 GTEX 1 100 100 0.5 0.0025 100 177 -80 2266.740669273859 2263.0330351042658 100 GTEX 1 100 100 0.5 0.0025 100 177 -81 2265.2806281596186 2257.355216254753 100 GTEX 1 100 100 0.5 0.0025 100 177 -82 2266.6203461128543 2261.4871728701282 100 GTEX 1 100 100 0.5 0.0025 100 177 -83 2265.531462265922 2259.6937325481226 100 GTEX 1 100 100 0.5 0.0025 100 177 -84 2265.0376855179916 2258.3879440945816 100 GTEX 1 100 100 0.5 0.0025 100 177 -85 2264.6240673812654 2261.911141167122 100 GTEX 1 100 100 0.5 0.0025 100 177 -86 2264.7865465131345 2261.6517190099216 100 GTEX 1 100 100 0.5 0.0025 100 177 -87 2265.6856075813516 2260.0137127198195 100 GTEX 1 100 100 0.5 0.0025 100 177 -88 2264.8686924450144 2259.3106072139376 100 GTEX 1 100 100 0.5 0.0025 100 177 -89 2265.2995010267987 2261.7670434291826 100 GTEX 1 100 100 0.5 0.0025 100 177 -90 2265.204136145005 2256.6595148006772 100 GTEX 1 100 100 0.5 0.0025 100 177 -91 2264.4352378760595 2260.6653593230158 100 GTEX 1 100 100 0.5 0.0025 100 177 -92 2264.262365115335 2259.109240397754 100 GTEX 1 100 100 0.5 0.0025 100 177 -93 2264.4049391399485 2260.498980736098 100 GTEX 1 100 100 0.5 0.0025 100 177 -94 2264.9590609929146 2263.3530737583174 100 GTEX 1 100 100 0.5 0.0025 100 177 -95 2264.761261492429 2256.3104837511883 100 GTEX 1 100 100 0.5 0.0025 100 177 -96 2266.236702214353 2258.8076051197127 100 GTEX 1 100 100 0.5 0.0025 100 177 -97 2264.456710904078 2257.0953410913735 100 GTEX 1 100 100 0.5 0.0025 100 177 -98 2264.3886642931534 2259.06448747178 100 GTEX 1 100 100 0.5 0.0025 100 177 -99 2263.504747886573 2259.454111773705 100 GTEX 1 100 100 0.5 0.0025 100 177 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 5fc96902b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2820.061231020626 2861.7906350255466 100 GTEX 1 100 100 0.0 0.0025 100 5021 -1 2433.757467551759 2431.3378841269605 100 GTEX 1 100 100 0.0 0.0025 100 5021 -2 2386.641854625979 2379.112044765922 100 GTEX 1 100 100 0.0 0.0025 100 5021 -3 2360.8997440533562 2360.4447982265924 100 GTEX 1 100 100 0.0 0.0025 100 5021 -4 2345.201049740216 2334.665392741504 100 GTEX 1 100 100 0.0 0.0025 100 5021 -5 2334.199077918485 2325.7219312544557 100 GTEX 1 100 100 0.0 0.0025 100 5021 -6 2327.418871221868 2332.471279593928 100 GTEX 1 100 100 0.0 0.0025 100 5021 -7 2320.7688278660826 2313.517443522754 100 GTEX 1 100 100 0.0 0.0025 100 5021 -8 2315.648433760654 2319.6221297231464 100 GTEX 1 100 100 0.0 0.0025 100 5021 -9 2312.606194492629 2308.862745625891 100 GTEX 1 100 100 0.0 0.0025 100 5021 -10 2306.7845447250565 2308.670555897992 100 GTEX 1 100 100 0.0 0.0025 100 5021 -11 2304.9926215478354 2302.474510047826 100 GTEX 1 100 100 0.0 0.0025 100 5021 -12 2301.565015006899 2296.8938684499763 100 GTEX 1 100 100 0.0 0.0025 100 5021 -13 2300.7046145492236 2302.681629485504 100 GTEX 1 100 100 0.0 0.0025 100 5021 -14 2298.4941009621416 2292.80376570669 100 GTEX 1 100 100 0.0 0.0025 100 5021 -15 2296.0546900788595 2293.894374368762 100 GTEX 1 100 100 0.0 0.0025 100 5021 -16 2293.578498212541 2289.7942414374406 100 GTEX 1 100 100 0.0 0.0025 100 5021 -17 2292.654198646243 2285.878848695936 100 GTEX 1 100 100 0.0 0.0025 100 5021 -18 2290.8571459628265 2287.7632987018774 100 GTEX 1 100 100 0.0 0.0025 100 5021 -19 2290.119197359908 2285.1309512758435 100 GTEX 1 100 100 0.0 0.0025 100 5021 -20 2286.954268337341 2284.5410202664566 100 GTEX 1 100 100 0.0 0.0025 100 5021 -21 2287.0825558931683 2282.1625939430846 100 GTEX 1 100 100 0.0 0.0025 100 5021 -22 2286.1024320398324 2282.190562433163 100 GTEX 1 100 100 0.0 0.0025 100 5021 -23 2284.3057459154993 2283.5849655789566 100 GTEX 1 100 100 0.0 0.0025 100 5021 -24 2283.49989669089 2281.0219123173124 100 GTEX 1 100 100 0.0 0.0025 100 5021 -25 2283.3847725105547 2279.666278331452 100 GTEX 1 100 100 0.0 0.0025 100 5021 -26 2283.1495425928556 2275.561810279527 100 GTEX 1 100 100 0.0 0.0025 100 5021 -27 2281.373212773029 2279.4241957283743 100 GTEX 1 100 100 0.0 0.0025 100 5021 -28 2280.1923231376923 2283.343176315946 100 GTEX 1 100 100 0.0 0.0025 100 5021 -29 2280.46379085326 2275.9415000074264 100 GTEX 1 100 100 0.0 0.0025 100 5021 -30 2278.4876989177455 2277.184912852008 100 GTEX 1 100 100 0.0 0.0025 100 5021 -31 2277.5825659507204 2275.637065930965 100 GTEX 1 100 100 0.0 0.0025 100 5021 -32 2278.847037633193 2272.7056982236218 100 GTEX 1 100 100 0.0 0.0025 100 5021 -33 2278.2025286129615 2271.9712266813212 100 GTEX 1 100 100 0.0 0.0025 100 5021 -34 2276.86686638042 2281.4317464502137 100 GTEX 1 100 100 0.0 0.0025 100 5021 -35 2277.0830877313547 2284.1277793043014 100 GTEX 1 100 100 0.0 0.0025 100 5021 -36 2276.5877609599465 2273.014335603315 100 GTEX 1 100 100 0.0 0.0025 100 5021 -37 2274.7147770606944 2275.9809858082817 100 GTEX 1 100 100 0.0 0.0025 100 5021 -38 2274.743386875957 2274.575680808876 100 GTEX 1 100 100 0.0 0.0025 100 5021 -39 2273.806313548255 2273.817916580026 100 GTEX 1 100 100 0.0 0.0025 100 5021 -40 2273.918908280078 2270.0113000906013 100 GTEX 1 100 100 0.0 0.0025 100 5021 -41 2273.1060698563515 2271.9193389080324 100 GTEX 1 100 100 0.0 0.0025 100 5021 -42 2272.3595327230446 2271.2103127599216 100 GTEX 1 100 100 0.0 0.0025 100 5021 -43 2273.1643048870005 2269.136350218334 100 GTEX 1 100 100 0.0 0.0025 100 5021 -44 2272.6427221027234 2269.0463365910173 100 GTEX 1 100 100 0.0 0.0025 100 5021 -45 2271.7555042144754 2269.084684306678 100 GTEX 1 100 100 0.0 0.0025 100 5021 -46 2273.067563281085 2268.772580687084 100 GTEX 1 100 100 0.0 0.0025 100 5021 -47 2271.0659087622216 2270.720811735088 100 GTEX 1 100 100 0.0 0.0025 100 5021 -48 2270.594978955475 2266.844862093037 100 GTEX 1 100 100 0.0 0.0025 100 5021 -49 2270.7457990121525 2266.516389912072 100 GTEX 1 100 100 0.0 0.0025 100 5021 -50 2269.426007158089 2265.0622196560125 100 GTEX 1 100 100 0.0 0.0025 100 5021 -51 2269.941684741033 2267.8249929449858 100 GTEX 1 100 100 0.0 0.0025 100 5021 -52 2270.7306991968812 2271.745582261466 100 GTEX 1 100 100 0.0 0.0025 100 5021 -53 2269.541857261573 2271.624533069451 100 GTEX 1 100 100 0.0 0.0025 100 5021 -54 2269.8977441736342 2264.4202291394367 100 GTEX 1 100 100 0.0 0.0025 100 5021 -55 2269.3900952764784 2264.18194324798 100 GTEX 1 100 100 0.0 0.0025 100 5021 -56 2269.7439084760713 2267.83964416736 100 GTEX 1 100 100 0.0 0.0025 100 5021 -57 2269.37323459018 2270.8341022680015 100 GTEX 1 100 100 0.0 0.0025 100 5021 -58 2269.4431913365174 2263.4807620900665 100 GTEX 1 100 100 0.0 0.0025 100 5021 -59 2268.2510644500303 2264.0485960521623 100 GTEX 1 100 100 0.0 0.0025 100 5021 -60 2267.55171487449 2265.6036409443323 100 GTEX 1 100 100 0.0 0.0025 100 5021 -61 2267.9006843570924 2262.996914359553 100 GTEX 1 100 100 0.0 0.0025 100 5021 -62 2267.9269803422826 2264.158968037072 100 GTEX 1 100 100 0.0 0.0025 100 5021 -63 2267.342482361633 2264.978318827234 100 GTEX 1 100 100 0.0 0.0025 100 5021 -64 2267.310867530385 2268.0048001945697 100 GTEX 1 100 100 0.0 0.0025 100 5021 -65 2267.3797348117555 2265.098831466849 100 GTEX 1 100 100 0.0 0.0025 100 5021 -66 2269.0423045131693 2264.794243294023 100 GTEX 1 100 100 0.0 0.0025 100 5021 -67 2266.7628938331013 2267.3291312678234 100 GTEX 1 100 100 0.0 0.0025 100 5021 -68 2267.2608265162044 2262.7078806365853 100 GTEX 1 100 100 0.0 0.0025 100 5021 -69 2266.589808007008 2261.733664857117 100 GTEX 1 100 100 0.0 0.0025 100 5021 -70 2265.9137048637704 2261.983207209482 100 GTEX 1 100 100 0.0 0.0025 100 5021 -71 2265.996557867337 2274.9508813198076 100 GTEX 1 100 100 0.0 0.0025 100 5021 -72 2265.364627569369 2261.4409086858363 100 GTEX 1 100 100 0.0 0.0025 100 5021 -73 2265.9713795856246 2261.2379405670745 100 GTEX 1 100 100 0.0 0.0025 100 5021 -74 2265.961117065984 2271.178179954848 100 GTEX 1 100 100 0.0 0.0025 100 5021 -75 2266.1571966735187 2261.264268766338 100 GTEX 1 100 100 0.0 0.0025 100 5021 -76 2265.6536805791666 2262.084439237761 100 GTEX 1 100 100 0.0 0.0025 100 5021 -77 2265.5942313699065 2264.324163052519 100 GTEX 1 100 100 0.0 0.0025 100 5021 -78 2264.7305773715602 2260.5530732013426 100 GTEX 1 100 100 0.0 0.0025 100 5021 -79 2266.4026149428605 2260.7734449263307 100 GTEX 1 100 100 0.0 0.0025 100 5021 -80 2265.148340921713 2261.9233231345056 100 GTEX 1 100 100 0.0 0.0025 100 5021 -81 2264.6696142686437 2263.584006653992 100 GTEX 1 100 100 0.0 0.0025 100 5021 -82 2264.915793430469 2261.5061740657675 100 GTEX 1 100 100 0.0 0.0025 100 5021 -83 2265.060471623881 2261.5090926137714 100 GTEX 1 100 100 0.0 0.0025 100 5021 -84 2264.6309688217952 2270.1882788364424 100 GTEX 1 100 100 0.0 0.0025 100 5021 -85 2264.901860291217 2261.118285668667 100 GTEX 1 100 100 0.0 0.0025 100 5021 -86 2265.3394385853903 2262.5239452753685 100 GTEX 1 100 100 0.0 0.0025 100 5021 -87 2264.6952109445147 2263.0579420894724 100 GTEX 1 100 100 0.0 0.0025 100 5021 -88 2264.2283173880733 2260.963691740435 100 GTEX 1 100 100 0.0 0.0025 100 5021 -89 2264.5797772236783 2261.127875846602 100 GTEX 1 100 100 0.0 0.0025 100 5021 -90 2264.8784207281296 2270.32562882456 100 GTEX 1 100 100 0.0 0.0025 100 5021 -91 2264.1777156524804 2259.6641785364186 100 GTEX 1 100 100 0.0 0.0025 100 5021 -92 2264.649042629372 2261.320602126901 100 GTEX 1 100 100 0.0 0.0025 100 5021 -93 2264.508472971696 2263.603792255822 100 GTEX 1 100 100 0.0 0.0025 100 5021 -94 2264.895844431025 2259.8856270793726 100 GTEX 1 100 100 0.0 0.0025 100 5021 -95 2264.480857306755 2259.8684833947245 100 GTEX 1 100 100 0.0 0.0025 100 5021 -96 2263.4022437934073 2259.073972752792 100 GTEX 1 100 100 0.0 0.0025 100 5021 -97 2263.702310776703 2258.765082877852 100 GTEX 1 100 100 0.0 0.0025 100 5021 -98 2264.686960193138 2261.5737369667895 100 GTEX 1 100 100 0.0 0.0025 100 5021 -99 2263.4885985786564 2260.101406547053 100 GTEX 1 100 100 0.0 0.0025 100 5021 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index dcedccee6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2820.851524977595 2887.3682708160054 100 GTEX 1 100 100 1.0 0.0025 100 562 -1 2431.2539183190624 2433.932845547172 100 GTEX 1 100 100 1.0 0.0025 100 562 -2 2383.390111781179 2377.4417673553353 100 GTEX 1 100 100 1.0 0.0025 100 562 -3 2360.086232727831 2373.4045874301924 100 GTEX 1 100 100 1.0 0.0025 100 562 -4 2344.9892042238002 2337.5508118836146 100 GTEX 1 100 100 1.0 0.0025 100 562 -5 2334.484264882701 2328.5275618984674 100 GTEX 1 100 100 1.0 0.0025 100 562 -6 2326.041760889595 2322.0557485370127 100 GTEX 1 100 100 1.0 0.0025 100 562 -7 2320.023559325321 2313.437240078422 100 GTEX 1 100 100 1.0 0.0025 100 562 -8 2314.722432456576 2309.115877680905 100 GTEX 1 100 100 1.0 0.0025 100 562 -9 2310.9433416582356 2316.450172105216 100 GTEX 1 100 100 1.0 0.0025 100 562 -10 2307.9755431542217 2305.7223842606345 100 GTEX 1 100 100 1.0 0.0025 100 562 -11 2304.437892528198 2309.7030739439756 100 GTEX 1 100 100 1.0 0.0025 100 562 -12 2301.938397546246 2300.6534604844937 100 GTEX 1 100 100 1.0 0.0025 100 562 -13 2298.8695754980704 2295.6293379054778 100 GTEX 1 100 100 1.0 0.0025 100 562 -14 2297.313218134994 2296.851105780656 100 GTEX 1 100 100 1.0 0.0025 100 562 -15 2295.108378915534 2293.673172751307 100 GTEX 1 100 100 1.0 0.0025 100 562 -16 2293.190317352382 2293.0519174786123 100 GTEX 1 100 100 1.0 0.0025 100 562 -17 2291.903450080708 2289.00405756149 100 GTEX 1 100 100 1.0 0.0025 100 562 -18 2290.1904978467555 2289.3798234018536 100 GTEX 1 100 100 1.0 0.0025 100 562 -19 2289.2677590835683 2287.8031381817373 100 GTEX 1 100 100 1.0 0.0025 100 562 -20 2287.7534923430567 2286.195331065827 100 GTEX 1 100 100 1.0 0.0025 100 562 -21 2285.8992498923067 2284.841584296281 100 GTEX 1 100 100 1.0 0.0025 100 562 -22 2284.8749589187687 2283.56718322986 100 GTEX 1 100 100 1.0 0.0025 100 562 -23 2284.0183807434296 2282.5929888010933 100 GTEX 1 100 100 1.0 0.0025 100 562 -24 2283.249432057781 2294.717871836383 100 GTEX 1 100 100 1.0 0.0025 100 562 -25 2282.54389631417 2279.9761262030656 100 GTEX 1 100 100 1.0 0.0025 100 562 -26 2281.558315078447 2281.9160453303234 100 GTEX 1 100 100 1.0 0.0025 100 562 -27 2281.5105789972736 2282.2300370945222 100 GTEX 1 100 100 1.0 0.0025 100 562 -28 2280.2026297816183 2280.8518484137358 100 GTEX 1 100 100 1.0 0.0025 100 562 -29 2279.940075068536 2278.5186948594937 100 GTEX 1 100 100 1.0 0.0025 100 562 -30 2278.5343251867507 2276.2907009342325 100 GTEX 1 100 100 1.0 0.0025 100 562 -31 2278.914179734951 2277.035487650012 100 GTEX 1 100 100 1.0 0.0025 100 562 -32 2279.136033082847 2278.984188413439 100 GTEX 1 100 100 1.0 0.0025 100 562 -33 2277.5212033566845 2275.747014615019 100 GTEX 1 100 100 1.0 0.0025 100 562 -34 2276.630271601352 2274.05327742544 100 GTEX 1 100 100 1.0 0.0025 100 562 -35 2275.8336458223303 2272.9928178098266 100 GTEX 1 100 100 1.0 0.0025 100 562 -36 2275.308040713589 2275.034656829254 100 GTEX 1 100 100 1.0 0.0025 100 562 -37 2275.1820255455627 2275.517182672885 100 GTEX 1 100 100 1.0 0.0025 100 562 -38 2274.6218985088826 2271.084772494356 100 GTEX 1 100 100 1.0 0.0025 100 562 -39 2274.9754418824105 2282.2131403353733 100 GTEX 1 100 100 1.0 0.0025 100 562 -40 2273.6068774519795 2273.3833267734076 100 GTEX 1 100 100 1.0 0.0025 100 562 -41 2273.9903666962787 2270.6383144828305 100 GTEX 1 100 100 1.0 0.0025 100 562 -42 2272.875208784462 2272.636852423954 100 GTEX 1 100 100 1.0 0.0025 100 562 -43 2273.468704715228 2273.589079766219 100 GTEX 1 100 100 1.0 0.0025 100 562 -44 2272.7766453432814 2269.8307399967325 100 GTEX 1 100 100 1.0 0.0025 100 562 -45 2270.943524963566 2268.674271848265 100 GTEX 1 100 100 1.0 0.0025 100 562 -46 2270.9897923842773 2269.613862360385 100 GTEX 1 100 100 1.0 0.0025 100 562 -47 2271.8518107410114 2268.6714776913022 100 GTEX 1 100 100 1.0 0.0025 100 562 -48 2270.912142513344 2271.157550536181 100 GTEX 1 100 100 1.0 0.0025 100 562 -49 2271.828985874865 2266.903888426806 100 GTEX 1 100 100 1.0 0.0025 100 562 -50 2270.3344189386075 2272.653220985326 100 GTEX 1 100 100 1.0 0.0025 100 562 -51 2269.4277379596147 2271.355458538795 100 GTEX 1 100 100 1.0 0.0025 100 562 -52 2269.2208420481593 2271.4760333739305 100 GTEX 1 100 100 1.0 0.0025 100 562 -53 2269.897831983799 2267.508598762773 100 GTEX 1 100 100 1.0 0.0025 100 562 -54 2269.3387282385524 2277.2701717710315 100 GTEX 1 100 100 1.0 0.0025 100 562 -55 2268.7169962208363 2269.916114952174 100 GTEX 1 100 100 1.0 0.0025 100 562 -56 2268.570570076483 2267.865834051212 100 GTEX 1 100 100 1.0 0.0025 100 562 -57 2268.646114592342 2265.282467918251 100 GTEX 1 100 100 1.0 0.0025 100 562 -58 2268.0974340296802 2267.1654456541114 100 GTEX 1 100 100 1.0 0.0025 100 562 -59 2267.5125575756165 2267.0203202976472 100 GTEX 1 100 100 1.0 0.0025 100 562 -60 2270.470649562089 2270.5726044513426 100 GTEX 1 100 100 1.0 0.0025 100 562 -61 2269.222762344278 2267.6715398868228 100 GTEX 1 100 100 1.0 0.0025 100 562 -62 2267.8792679608277 2269.409267875178 100 GTEX 1 100 100 1.0 0.0025 100 562 -63 2267.048856440877 2265.412209630466 100 GTEX 1 100 100 1.0 0.0025 100 562 -64 2267.621006790859 2263.9360917820222 100 GTEX 1 100 100 1.0 0.0025 100 562 -65 2266.119238518505 2263.7010985399834 100 GTEX 1 100 100 1.0 0.0025 100 562 -66 2266.5715413781095 2267.3901543562856 100 GTEX 1 100 100 1.0 0.0025 100 562 -67 2266.7612715241926 2263.5105463180253 100 GTEX 1 100 100 1.0 0.0025 100 562 -68 2266.884952205482 2263.804586316243 100 GTEX 1 100 100 1.0 0.0025 100 562 -69 2265.831887091756 2263.6552372341375 100 GTEX 1 100 100 1.0 0.0025 100 562 -70 2265.4880958042163 2265.7201795686788 100 GTEX 1 100 100 1.0 0.0025 100 562 -71 2265.425430241439 2266.3863799236574 100 GTEX 1 100 100 1.0 0.0025 100 562 -72 2266.214806304961 2263.8764639154588 100 GTEX 1 100 100 1.0 0.0025 100 562 -73 2265.7974195003862 2262.9918941599335 100 GTEX 1 100 100 1.0 0.0025 100 562 -74 2265.042849529327 2264.432437098978 100 GTEX 1 100 100 1.0 0.0025 100 562 -75 2265.3311977110457 2262.68881353226 100 GTEX 1 100 100 1.0 0.0025 100 562 -76 2265.061731319361 2264.5556919112405 100 GTEX 1 100 100 1.0 0.0025 100 562 -77 2265.580823080132 2269.939143075689 100 GTEX 1 100 100 1.0 0.0025 100 562 -78 2265.0173442224473 2261.820589130822 100 GTEX 1 100 100 1.0 0.0025 100 562 -79 2264.281842544538 2264.2917471185838 100 GTEX 1 100 100 1.0 0.0025 100 562 -80 2266.5648299995214 2266.9945564995246 100 GTEX 1 100 100 1.0 0.0025 100 562 -81 2265.895021826435 2264.9090033121433 100 GTEX 1 100 100 1.0 0.0025 100 562 -82 2265.014908979671 2262.712269598087 100 GTEX 1 100 100 1.0 0.0025 100 562 -83 2264.6036063234874 2282.469981842621 100 GTEX 1 100 100 1.0 0.0025 100 562 -84 2265.14654786652 2264.2106766501306 100 GTEX 1 100 100 1.0 0.0025 100 562 -85 2264.7405177916544 2262.712025457462 100 GTEX 1 100 100 1.0 0.0025 100 562 -86 2264.4817705324663 2264.0151627109076 100 GTEX 1 100 100 1.0 0.0025 100 562 -87 2264.6533183525667 2266.4880380376662 100 GTEX 1 100 100 1.0 0.0025 100 562 -88 2265.069176074002 2267.730058445223 100 GTEX 1 100 100 1.0 0.0025 100 562 -89 2263.741449275691 2262.4097626544676 100 GTEX 1 100 100 1.0 0.0025 100 562 -90 2263.865332397448 2261.031335402804 100 GTEX 1 100 100 1.0 0.0025 100 562 -91 2264.4342669096845 2266.1512613622863 100 GTEX 1 100 100 1.0 0.0025 100 562 -92 2264.1766839281763 2262.8427725092088 100 GTEX 1 100 100 1.0 0.0025 100 562 -93 2264.1447734306917 2263.9250989558577 100 GTEX 1 100 100 1.0 0.0025 100 562 -94 2263.157807270073 2264.6052496732414 100 GTEX 1 100 100 1.0 0.0025 100 562 -95 2263.3813646767226 2264.002531450511 100 GTEX 1 100 100 1.0 0.0025 100 562 -96 2263.3168153860533 2264.4087006891637 100 GTEX 1 100 100 1.0 0.0025 100 562 -97 2263.7871814799105 2264.856854688985 100 GTEX 1 100 100 1.0 0.0025 100 562 -98 2263.3999065215025 2261.242399150428 100 GTEX 1 100 100 1.0 0.0025 100 562 -99 2263.6731491886703 2262.4339632099573 100 GTEX 1 100 100 1.0 0.0025 100 562 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 948e08a7b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2817.240734441638 2785.921373722671 100 GTEX 1 50 100 0.5 0.0025 100 477 -1 2428.301694114671 2445.972075139615 100 GTEX 1 50 100 0.5 0.0025 100 477 -2 2381.65277514161 2385.31174344255 100 GTEX 1 50 100 0.5 0.0025 100 477 -3 2357.45839719449 2362.1008690663616 100 GTEX 1 50 100 0.5 0.0025 100 477 -4 2343.4318013395214 2351.7256128579493 100 GTEX 1 50 100 0.5 0.0025 100 477 -5 2332.867862361732 2336.1690177192254 100 GTEX 1 50 100 0.5 0.0025 100 477 -6 2325.3714040125815 2337.848166810242 100 GTEX 1 50 100 0.5 0.0025 100 477 -7 2319.325399712901 2352.550025620841 100 GTEX 1 50 100 0.5 0.0025 100 477 -8 2314.3468882914417 2326.155753364128 100 GTEX 1 50 100 0.5 0.0025 100 477 -9 2308.9631170746493 2322.2366855171695 100 GTEX 1 50 100 0.5 0.0025 100 477 -10 2305.460225966887 2316.894032757545 100 GTEX 1 50 100 0.5 0.0025 100 477 -11 2302.840235169289 2310.7961360800855 100 GTEX 1 50 100 0.5 0.0025 100 477 -12 2300.145214054619 2309.237237850523 100 GTEX 1 50 100 0.5 0.0025 100 477 -13 2298.539117971267 2307.002708754159 100 GTEX 1 50 100 0.5 0.0025 100 477 -14 2295.9772409979237 2304.9010367157794 100 GTEX 1 50 100 0.5 0.0025 100 477 -15 2294.2519699907407 2304.0138668161835 100 GTEX 1 50 100 0.5 0.0025 100 477 -16 2292.1343161555847 2299.2692165592325 100 GTEX 1 50 100 0.5 0.0025 100 477 -17 2290.935885582401 2301.4694517882604 100 GTEX 1 50 100 0.5 0.0025 100 477 -18 2289.147892793305 2297.7131384787904 100 GTEX 1 50 100 0.5 0.0025 100 477 -19 2287.8709359753784 2295.962733743762 100 GTEX 1 50 100 0.5 0.0025 100 477 -20 2286.3926825430194 2298.606421176925 100 GTEX 1 50 100 0.5 0.0025 100 477 -21 2285.214200324565 2293.0526536136526 100 GTEX 1 50 100 0.5 0.0025 100 477 -22 2284.5212071991855 2292.4767017437025 100 GTEX 1 50 100 0.5 0.0025 100 477 -23 2285.118270827282 2294.872127866564 100 GTEX 1 50 100 0.5 0.0025 100 477 -24 2282.0730173883207 2302.7746201431796 100 GTEX 1 50 100 0.5 0.0025 100 477 -25 2282.1091483440423 2290.204871116029 100 GTEX 1 50 100 0.5 0.0025 100 477 -26 2280.735861789844 2294.8029218898528 100 GTEX 1 50 100 0.5 0.0025 100 477 -27 2279.6256776469 2305.108220205561 100 GTEX 1 50 100 0.5 0.0025 100 477 -28 2279.8710869675997 2287.536243279171 100 GTEX 1 50 100 0.5 0.0025 100 477 -29 2278.199176534071 2289.525643120247 100 GTEX 1 50 100 0.5 0.0025 100 477 -30 2278.1678006341517 2287.715732124822 100 GTEX 1 50 100 0.5 0.0025 100 477 -31 2276.7588845060886 2286.9861044067848 100 GTEX 1 50 100 0.5 0.0025 100 477 -32 2276.190368800628 2285.3969865806203 100 GTEX 1 50 100 0.5 0.0025 100 477 -33 2275.782759561173 2287.93056102216 100 GTEX 1 50 100 0.5 0.0025 100 477 -34 2276.0704206057885 2286.239845420924 100 GTEX 1 50 100 0.5 0.0025 100 477 -35 2275.924199738648 2283.806119853553 100 GTEX 1 50 100 0.5 0.0025 100 477 -36 2273.8741645526898 2282.8831986692016 100 GTEX 1 50 100 0.5 0.0025 100 477 -37 2274.7507482302835 2283.8482048701876 100 GTEX 1 50 100 0.5 0.0025 100 477 -38 2273.4096032393777 2288.679685643417 100 GTEX 1 50 100 0.5 0.0025 100 477 -39 2272.6032320794025 2282.650113994178 100 GTEX 1 50 100 0.5 0.0025 100 477 -40 2272.4686832591174 2282.221381705977 100 GTEX 1 50 100 0.5 0.0025 100 477 -41 2271.749163933763 2280.184293681678 100 GTEX 1 50 100 0.5 0.0025 100 477 -42 2271.7775529986566 2279.863649781666 100 GTEX 1 50 100 0.5 0.0025 100 477 -43 2272.431927755212 2285.4818296251187 100 GTEX 1 50 100 0.5 0.0025 100 477 -44 2270.990055221633 2279.9480017600404 100 GTEX 1 50 100 0.5 0.0025 100 477 -45 2270.6124000021455 2279.4480231107414 100 GTEX 1 50 100 0.5 0.0025 100 477 -46 2270.6229761884624 2279.0088837482176 100 GTEX 1 50 100 0.5 0.0025 100 477 -47 2269.959033347541 2276.5935364929896 100 GTEX 1 50 100 0.5 0.0025 100 477 -48 2269.6524158291218 2280.4645829001306 100 GTEX 1 50 100 0.5 0.0025 100 477 -49 2269.8721860775013 2278.4286357459005 100 GTEX 1 50 100 0.5 0.0025 100 477 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index b1ba30a2d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2816.019237853159 2739.869407044617 100 GTEX 1 50 100 0.0 0.0025 100 2088 -1 2429.2230187860628 2449.069445475879 100 GTEX 1 50 100 0.0 0.0025 100 2088 -2 2382.9518439773524 2381.409390409636 100 GTEX 1 50 100 0.0 0.0025 100 2088 -3 2357.4971329272075 2354.3083913824858 100 GTEX 1 50 100 0.0 0.0025 100 2088 -4 2341.924208970965 2346.2971841210197 100 GTEX 1 50 100 0.0 0.0025 100 2088 -5 2332.8824008882416 2332.6176349364305 100 GTEX 1 50 100 0.0 0.0025 100 2088 -6 2325.59975892306 2323.540715786894 100 GTEX 1 50 100 0.0 0.0025 100 2088 -7 2319.7361751470567 2324.921439631357 100 GTEX 1 50 100 0.0 0.0025 100 2088 -8 2316.0623466094394 2316.5347654393418 100 GTEX 1 50 100 0.0 0.0025 100 2088 -9 2311.7941560311065 2306.433625311906 100 GTEX 1 50 100 0.0 0.0025 100 2088 -10 2307.2435163347022 2310.3963878326995 100 GTEX 1 50 100 0.0 0.0025 100 2088 -11 2306.0642369907887 2303.036700926806 100 GTEX 1 50 100 0.0 0.0025 100 2088 -12 2302.18051487548 2299.4861016219106 100 GTEX 1 50 100 0.0 0.0025 100 2088 -13 2298.697000595613 2295.0449849988117 100 GTEX 1 50 100 0.0 0.0025 100 2088 -14 2297.7883715203966 2295.4018174088046 100 GTEX 1 50 100 0.0 0.0025 100 2088 -15 2295.78278163621 2294.2319131713402 100 GTEX 1 50 100 0.0 0.0025 100 2088 -16 2293.8892379862286 2289.359162421281 100 GTEX 1 50 100 0.0 0.0025 100 2088 -17 2292.301977969732 2288.3610431395555 100 GTEX 1 50 100 0.0 0.0025 100 2088 -18 2290.9298990180528 2297.25951127317 100 GTEX 1 50 100 0.0 0.0025 100 2088 -19 2288.9498989241824 2285.5590653220056 100 GTEX 1 50 100 0.0 0.0025 100 2088 -20 2287.9931647330036 2290.387417753386 100 GTEX 1 50 100 0.0 0.0025 100 2088 -21 2286.79576668357 2282.6384017422174 100 GTEX 1 50 100 0.0 0.0025 100 2088 -22 2285.4557165216593 2280.957628141338 100 GTEX 1 50 100 0.0 0.0025 100 2088 -23 2285.69035794363 2286.079556425261 100 GTEX 1 50 100 0.0 0.0025 100 2088 -24 2283.8398717822024 2282.451092041944 100 GTEX 1 50 100 0.0 0.0025 100 2088 -25 2282.563962986971 2280.2865904601354 100 GTEX 1 50 100 0.0 0.0025 100 2088 -26 2281.210672857442 2286.1651662384147 100 GTEX 1 50 100 0.0 0.0025 100 2088 -27 2281.617325933176 2279.2323606077707 100 GTEX 1 50 100 0.0 0.0025 100 2088 -28 2280.227926845597 2280.742179145378 100 GTEX 1 50 100 0.0 0.0025 100 2088 -29 2279.6410769709087 2283.201801256535 100 GTEX 1 50 100 0.0 0.0025 100 2088 -30 2279.612599580079 2280.2735080501425 100 GTEX 1 50 100 0.0 0.0025 100 2088 -31 2277.827435851387 2275.8315550365373 100 GTEX 1 50 100 0.0 0.0025 100 2088 -32 2277.9346676128675 2276.7649603433933 100 GTEX 1 50 100 0.0 0.0025 100 2088 -33 2277.506463060211 2274.499962868346 100 GTEX 1 50 100 0.0 0.0025 100 2088 -34 2276.134826898701 2276.7477433237286 100 GTEX 1 50 100 0.0 0.0025 100 2088 -35 2275.8966082118313 2282.8698127079374 100 GTEX 1 50 100 0.0 0.0025 100 2088 -36 2275.192299927957 2273.1642630109313 100 GTEX 1 50 100 0.0 0.0025 100 2088 -37 2274.747156833235 2273.350463403042 100 GTEX 1 50 100 0.0 0.0025 100 2088 -38 2274.006593834174 2274.4004416810244 100 GTEX 1 50 100 0.0 0.0025 100 2088 -39 2274.8137667357664 2275.5401894456986 100 GTEX 1 50 100 0.0 0.0025 100 2088 -40 2273.4743868967944 2275.1111136896984 100 GTEX 1 50 100 0.0 0.0025 100 2088 -41 2272.507615320406 2272.236940797291 100 GTEX 1 50 100 0.0 0.0025 100 2088 -42 2272.812381681928 2270.720148935064 100 GTEX 1 50 100 0.0 0.0025 100 2088 -43 2272.798853372034 2270.764915785409 100 GTEX 1 50 100 0.0 0.0025 100 2088 -44 2272.8513828050727 2269.7836969759983 100 GTEX 1 50 100 0.0 0.0025 100 2088 -45 2271.5868976093766 2268.1382513590183 100 GTEX 1 50 100 0.0 0.0025 100 2088 -46 2270.9757493082466 2271.5687316198314 100 GTEX 1 50 100 0.0 0.0025 100 2088 -47 2272.2766425323243 2268.6838323208767 100 GTEX 1 50 100 0.0 0.0025 100 2088 -48 2270.6857213348426 2268.0193140298243 100 GTEX 1 50 100 0.0 0.0025 100 2088 -49 2270.439090924189 2268.370382678826 100 GTEX 1 50 100 0.0 0.0025 100 2088 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index a980ab007..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2822.4436540612705 3027.030074783151 100 GTEX 1 50 100 1.0 0.0025 100 2361 -1 2430.5659418232 2462.8069794513426 100 GTEX 1 50 100 1.0 0.0025 100 2361 -2 2383.0859994957814 2370.570893610385 100 GTEX 1 50 100 1.0 0.0025 100 2361 -3 2357.2764933710932 2352.193131015328 100 GTEX 1 50 100 1.0 0.0025 100 2361 -4 2342.7639427583977 2349.753660252792 100 GTEX 1 50 100 1.0 0.0025 100 2361 -5 2332.454274655547 2326.4957289314993 100 GTEX 1 50 100 1.0 0.0025 100 2361 -6 2325.392335428536 2320.8606244801567 100 GTEX 1 50 100 1.0 0.0025 100 2361 -7 2320.3664005352475 2316.2800460061194 100 GTEX 1 50 100 1.0 0.0025 100 2361 -8 2315.289618708408 2309.3609818723266 100 GTEX 1 50 100 1.0 0.0025 100 2361 -9 2310.7059178274285 2306.803366541409 100 GTEX 1 50 100 1.0 0.0025 100 2361 -10 2307.4985069177387 2307.8893950139613 100 GTEX 1 50 100 1.0 0.0025 100 2361 -11 2304.7124036331797 2309.575630681143 100 GTEX 1 50 100 1.0 0.0025 100 2361 -12 2302.1700471559925 2305.128598057272 100 GTEX 1 50 100 1.0 0.0025 100 2361 -13 2299.2229209183465 2296.952007337215 100 GTEX 1 50 100 1.0 0.0025 100 2361 -14 2296.775821965033 2292.959870893239 100 GTEX 1 50 100 1.0 0.0025 100 2361 -15 2294.678779844625 2290.9142147397815 100 GTEX 1 50 100 1.0 0.0025 100 2361 -16 2293.7932006410424 2300.3696586115734 100 GTEX 1 50 100 1.0 0.0025 100 2361 -17 2292.0521899519795 2288.15715786894 100 GTEX 1 50 100 1.0 0.0025 100 2361 -18 2290.38348702648 2286.1965499123694 100 GTEX 1 50 100 1.0 0.0025 100 2361 -19 2288.077702092837 2285.824373774655 100 GTEX 1 50 100 1.0 0.0025 100 2361 -20 2287.941897522727 2291.327983899715 100 GTEX 1 50 100 1.0 0.0025 100 2361 -21 2287.4043206262954 2292.8252445119415 100 GTEX 1 50 100 1.0 0.0025 100 2361 -22 2285.6177996438696 2284.364109285884 100 GTEX 1 50 100 1.0 0.0025 100 2361 -23 2284.909750079635 2283.2940836279113 100 GTEX 1 50 100 1.0 0.0025 100 2361 -24 2283.502458349357 2282.0519815307152 100 GTEX 1 50 100 1.0 0.0025 100 2361 -25 2282.47507197081 2280.6459255436075 100 GTEX 1 50 100 1.0 0.0025 100 2361 -26 2281.6867161556675 2281.1713347344344 100 GTEX 1 50 100 1.0 0.0025 100 2361 -27 2280.966297143614 2281.2535312202945 100 GTEX 1 50 100 1.0 0.0025 100 2361 -28 2280.7842508898098 2280.5982122965183 100 GTEX 1 50 100 1.0 0.0025 100 2361 -29 2279.593861071477 2280.5849878579493 100 GTEX 1 50 100 1.0 0.0025 100 2361 -30 2280.5371454790325 2289.241906227721 100 GTEX 1 50 100 1.0 0.0025 100 2361 -31 2278.546482471802 2278.0160055994534 100 GTEX 1 50 100 1.0 0.0025 100 2361 -32 2278.029164837396 2275.4979735399834 100 GTEX 1 50 100 1.0 0.0025 100 2361 -33 2277.2724290370084 2274.577303462155 100 GTEX 1 50 100 1.0 0.0025 100 2361 -34 2276.883646322629 2279.351063079254 100 GTEX 1 50 100 1.0 0.0025 100 2361 -35 2275.78488742969 2284.9862130168726 100 GTEX 1 50 100 1.0 0.0025 100 2361 -36 2276.049768686622 2274.809811668251 100 GTEX 1 50 100 1.0 0.0025 100 2361 -37 2274.840157365099 2276.6758313777327 100 GTEX 1 50 100 1.0 0.0025 100 2361 -38 2274.7002825553154 2271.6046797023528 100 GTEX 1 50 100 1.0 0.0025 100 2361 -39 2273.8331022503335 2272.460548545924 100 GTEX 1 50 100 1.0 0.0025 100 2361 -40 2273.502393955236 2273.616343683163 100 GTEX 1 50 100 1.0 0.0025 100 2361 -41 2273.0220825930287 2271.5217907111455 100 GTEX 1 50 100 1.0 0.0025 100 2361 -42 2272.9056750432837 2271.973630027626 100 GTEX 1 50 100 1.0 0.0025 100 2361 -43 2274.6117930933606 2270.286506913914 100 GTEX 1 50 100 1.0 0.0025 100 2361 -44 2272.904975940273 2280.522296629931 100 GTEX 1 50 100 1.0 0.0025 100 2361 -45 2272.53929315319 2268.8541849230633 100 GTEX 1 50 100 1.0 0.0025 100 2361 -46 2271.477414452011 2272.442517414746 100 GTEX 1 50 100 1.0 0.0025 100 2361 -47 2271.2850027820737 2271.3459908953187 100 GTEX 1 50 100 1.0 0.0025 100 2361 -48 2271.548876478615 2270.080155173182 100 GTEX 1 50 100 1.0 0.0025 100 2361 -49 2270.618431180763 2270.0378854265687 100 GTEX 1 50 100 1.0 0.0025 100 2361 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index a3480a34f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2971.3880128474652 3616.106772535201 150 GTEX 1 100 100 0.5 0.0025 100 5051 -1 2469.6721765976135 2640.2365263152033 150 GTEX 1 100 100 0.5 0.0025 100 5051 -2 2414.248827108929 2453.9119093282143 150 GTEX 1 100 100 0.5 0.0025 100 5051 -3 2383.369090698281 2373.093354083739 150 GTEX 1 100 100 0.5 0.0025 100 5051 -4 2365.1558787989693 2355.8894646358126 150 GTEX 1 100 100 0.5 0.0025 100 5051 -5 2354.0440707224357 2353.362553005436 150 GTEX 1 100 100 0.5 0.0025 100 5051 -6 2342.61467324097 2343.7750699003386 150 GTEX 1 100 100 0.5 0.0025 100 5051 -7 2334.78739103803 2326.887822952561 150 GTEX 1 100 100 0.5 0.0025 100 5051 -8 2328.5592127020586 2319.6229090237343 150 GTEX 1 100 100 0.5 0.0025 100 5051 -9 2324.205544640676 2312.7668248165696 150 GTEX 1 100 100 0.5 0.0025 100 5051 -10 2321.542215258843 2309.1366384527983 150 GTEX 1 100 100 0.5 0.0025 100 5051 -11 2316.9567054884733 2317.958041230989 150 GTEX 1 100 100 0.5 0.0025 100 5051 -12 2314.095321763263 2318.399123043162 150 GTEX 1 100 100 0.5 0.0025 100 5051 -13 2310.4305839373365 2315.906611569481 150 GTEX 1 100 100 0.5 0.0025 100 5051 -14 2308.1495633784625 2300.586615152685 150 GTEX 1 100 100 0.5 0.0025 100 5051 -15 2305.901181432253 2299.2003832914984 150 GTEX 1 100 100 0.5 0.0025 100 5051 -16 2303.720708489028 2295.592001563243 150 GTEX 1 100 100 0.5 0.0025 100 5051 -17 2301.3771878012108 2298.0901189883853 150 GTEX 1 100 100 0.5 0.0025 100 5051 -18 2298.8834407101645 2290.030980331363 150 GTEX 1 100 100 0.5 0.0025 100 5051 -19 2297.0952660856874 2294.555872463908 150 GTEX 1 100 100 0.5 0.0025 100 5051 -20 2296.9891660051035 2292.129822009417 150 GTEX 1 100 100 0.5 0.0025 100 5051 -21 2294.5866257975895 2286.6575189742753 150 GTEX 1 100 100 0.5 0.0025 100 5051 -22 2293.398109314345 2289.221219719136 150 GTEX 1 100 100 0.5 0.0025 100 5051 -23 2292.9164152192734 2284.422780548212 150 GTEX 1 100 100 0.5 0.0025 100 5051 -24 2291.5966682631524 2284.661662402715 150 GTEX 1 100 100 0.5 0.0025 100 5051 -25 2289.4035392318797 2286.1231536285054 150 GTEX 1 100 100 0.5 0.0025 100 5051 -26 2289.775543035594 2280.1964710076045 150 GTEX 1 100 100 0.5 0.0025 100 5051 -27 2288.041280319135 2280.9571932368403 150 GTEX 1 100 100 0.5 0.0025 100 5051 -28 2287.829445685506 2294.5641565359138 150 GTEX 1 100 100 0.5 0.0025 100 5051 -29 2285.7100713126847 2280.26980277522 150 GTEX 1 100 100 0.5 0.0025 100 5051 -30 2285.3516032975567 2280.8664871041765 150 GTEX 1 100 100 0.5 0.0025 100 5051 -31 2285.3065453877202 2281.5601634906725 150 GTEX 1 100 100 0.5 0.0025 100 5051 -32 2285.007267793305 2277.181530622475 150 GTEX 1 100 100 0.5 0.0025 100 5051 -33 2282.697204583397 2276.0085658084304 150 GTEX 1 100 100 0.5 0.0025 100 5051 -34 2282.32438243021 2274.5519578592857 150 GTEX 1 100 100 0.5 0.0025 100 5051 -35 2282.378019767061 2275.5901941799843 150 GTEX 1 100 100 0.5 0.0025 100 5051 -36 2281.7417731804394 2271.9258123477603 150 GTEX 1 100 100 0.5 0.0025 100 5051 -37 2279.9123246839763 2273.5050916780538 150 GTEX 1 100 100 0.5 0.0025 100 5051 -38 2279.74753143836 2273.5453470324383 150 GTEX 1 100 100 0.5 0.0025 100 5051 -39 2279.0300111932816 2280.327255655151 150 GTEX 1 100 100 0.5 0.0025 100 5051 -40 2278.6652035034735 2272.230233428143 150 GTEX 1 100 100 0.5 0.0025 100 5051 -41 2278.483410274465 2274.643420085254 150 GTEX 1 100 100 0.5 0.0025 100 5051 -42 2278.3223098266512 2273.307754110474 150 GTEX 1 100 100 0.5 0.0025 100 5051 -43 2278.0200744093795 2270.943970190708 150 GTEX 1 100 100 0.5 0.0025 100 5051 -44 2277.965603843037 2274.3815625556977 150 GTEX 1 100 100 0.5 0.0025 100 5051 -45 2276.210394804815 2272.3937779415696 150 GTEX 1 100 100 0.5 0.0025 100 5051 -46 2276.299965479387 2269.5107315121495 150 GTEX 1 100 100 0.5 0.0025 100 5051 -47 2275.235927163931 2270.0546670775902 150 GTEX 1 100 100 0.5 0.0025 100 5051 -48 2274.2461480607803 2269.65542474899 150 GTEX 1 100 100 0.5 0.0025 100 5051 -49 2274.8383661408957 2272.1665572830025 150 GTEX 1 100 100 0.5 0.0025 100 5051 -50 2277.9600897257415 2267.312415989633 150 GTEX 1 100 100 0.5 0.0025 100 5051 -51 2273.486088136339 2264.588126411003 150 GTEX 1 100 100 0.5 0.0025 100 5051 -52 2273.4787243063074 2268.5028874502436 150 GTEX 1 100 100 0.5 0.0025 100 5051 -53 2274.2061068836156 2274.5335507701107 150 GTEX 1 100 100 0.5 0.0025 100 5051 -54 2273.144191098437 2267.9116586895498 150 GTEX 1 100 100 0.5 0.0025 100 5051 -55 2272.8540750569823 2272.3682304353315 150 GTEX 1 100 100 0.5 0.0025 100 5051 -56 2273.0739883289075 2265.5763180808876 150 GTEX 1 100 100 0.5 0.0025 100 5051 -57 2271.774448645005 2266.656381353226 150 GTEX 1 100 100 0.5 0.0025 100 5051 -58 2271.817758707055 2271.5126776749644 150 GTEX 1 100 100 0.5 0.0025 100 5051 -59 2271.9040815918124 2264.0385069176273 150 GTEX 1 100 100 0.5 0.0025 100 5051 -60 2272.0091206264606 2264.1701451290696 150 GTEX 1 100 100 0.5 0.0025 100 5051 -61 2270.4400927079346 2263.8053674734138 150 GTEX 1 100 100 0.5 0.0025 100 5051 -62 2272.0230535851924 2264.789852011793 150 GTEX 1 100 100 0.5 0.0025 100 5051 -63 2269.6597845589863 2265.195560817936 150 GTEX 1 100 100 0.5 0.0025 100 5051 -64 2269.7016186881897 2262.9426566584484 150 GTEX 1 100 100 0.5 0.0025 100 5051 -65 2269.483758291549 2266.4671904705324 150 GTEX 1 100 100 0.5 0.0025 100 5051 -66 2273.737459444856 2265.061901716225 150 GTEX 1 100 100 0.5 0.0025 100 5051 -67 2269.874860690012 2265.2392318203424 150 GTEX 1 100 100 0.5 0.0025 100 5051 -68 2268.788549178025 2261.8969350604502 150 GTEX 1 100 100 0.5 0.0025 100 5051 -69 2269.031392817237 2263.4070501871433 150 GTEX 1 100 100 0.5 0.0025 100 5051 -70 2268.6575554702354 2261.4510145296163 150 GTEX 1 100 100 0.5 0.0025 100 5051 -71 2268.1900502856965 2261.446304379307 150 GTEX 1 100 100 0.5 0.0025 100 5051 -72 2269.0298415559064 2260.4460528123514 150 GTEX 1 100 100 0.5 0.0025 100 5051 -73 2269.0040422590478 2266.417441944659 150 GTEX 1 100 100 0.5 0.0025 100 5051 -74 2268.6660846352793 2267.2185095725404 150 GTEX 1 100 100 0.5 0.0025 100 5051 -75 2267.6476623464237 2261.907104028042 150 GTEX 1 100 100 0.5 0.0025 100 5051 -76 2267.9306238065037 2260.991243427697 150 GTEX 1 100 100 0.5 0.0025 100 5051 -77 2267.5834173869594 2262.229870466225 150 GTEX 1 100 100 0.5 0.0025 100 5051 -78 2267.1117887866653 2262.204613979325 150 GTEX 1 100 100 0.5 0.0025 100 5051 -79 2266.8842862150263 2260.0233729837514 150 GTEX 1 100 100 0.5 0.0025 100 5051 -80 2266.2195271908754 2260.082928907735 150 GTEX 1 100 100 0.5 0.0025 100 5051 -81 2266.4393905618695 2264.01838945164 150 GTEX 1 100 100 0.5 0.0025 100 5051 -82 2266.500644456979 2261.589582435985 150 GTEX 1 100 100 0.5 0.0025 100 5051 -83 2267.1286290483968 2267.2973809187856 150 GTEX 1 100 100 0.5 0.0025 100 5051 -84 2266.180702178043 2260.0261977743285 150 GTEX 1 100 100 0.5 0.0025 100 5051 -85 2266.1488762413596 2262.9640820869477 150 GTEX 1 100 100 0.5 0.0025 100 5051 -86 2266.0463926501266 2261.6115899031606 150 GTEX 1 100 100 0.5 0.0025 100 5051 -87 2265.3543466108836 2260.9513751708055 150 GTEX 1 100 100 0.5 0.0025 100 5051 -88 2265.246038020847 2258.4719860236455 150 GTEX 1 100 100 0.5 0.0025 100 5051 -89 2264.671974053992 2261.688743910409 150 GTEX 1 100 100 0.5 0.0025 100 5051 -90 2264.9093173212295 2259.6025557717444 150 GTEX 1 100 100 0.5 0.0025 100 5051 -91 2265.01278448946 2262.481146402685 150 GTEX 1 100 100 0.5 0.0025 100 5051 -92 2264.682106960156 2259.175622976325 150 GTEX 1 100 100 0.5 0.0025 100 5051 -93 2265.0599380578587 2260.3500182873395 150 GTEX 1 100 100 0.5 0.0025 100 5051 -94 2264.399141219169 2260.0310880131597 150 GTEX 1 100 100 0.5 0.0025 100 5051 -95 2265.707573403624 2260.7807477943797 150 GTEX 1 100 100 0.5 0.0025 100 5051 -96 2263.9868073802418 2260.634743346008 150 GTEX 1 100 100 0.5 0.0025 100 5051 -97 2265.056104763793 2257.1182457521386 150 GTEX 1 100 100 0.5 0.0025 100 5051 -98 2265.4061037270912 2263.6511922045806 150 GTEX 1 100 100 0.5 0.0025 100 5051 -99 2265.002278164446 2257.766625698075 150 GTEX 1 100 100 0.5 0.0025 100 5051 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index b28f115d7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2975.447450477646 3491.2445309715126 150 GTEX 1 100 100 0.0 0.0025 100 250 -1 2461.6119669600653 2479.500096078155 150 GTEX 1 100 100 0.0 0.0025 100 250 -2 2408.3296708457256 2409.4002198193916 150 GTEX 1 100 100 0.0 0.0025 100 250 -3 2381.3732702300176 2384.7084519999107 150 GTEX 1 100 100 0.0 0.0025 100 250 -4 2363.9562538786045 2365.8207200199026 150 GTEX 1 100 100 0.0 0.0025 100 250 -5 2350.730992335836 2360.1548171823015 150 GTEX 1 100 100 0.0 0.0025 100 250 -6 2341.1610693725574 2341.6819237538616 150 GTEX 1 100 100 0.0 0.0025 100 250 -7 2334.4079260007625 2331.5103277054122 150 GTEX 1 100 100 0.0 0.0025 100 250 -8 2327.425716443262 2327.2806944176273 150 GTEX 1 100 100 0.0 0.0025 100 250 -9 2322.5923096554147 2320.9990443240554 150 GTEX 1 100 100 0.0 0.0025 100 250 -10 2318.987951852281 2317.947135664211 150 GTEX 1 100 100 0.0 0.0025 100 250 -11 2315.7228305035337 2325.8027204506297 150 GTEX 1 100 100 0.0 0.0025 100 250 -12 2312.7913400713087 2310.915863849364 150 GTEX 1 100 100 0.0 0.0025 100 250 -13 2310.217777151058 2307.062403921845 150 GTEX 1 100 100 0.0 0.0025 100 250 -14 2306.422538721059 2306.2423796563094 150 GTEX 1 100 100 0.0 0.0025 100 250 -15 2304.6641703479027 2301.1108960053766 150 GTEX 1 100 100 0.0 0.0025 100 250 -16 2302.184666323438 2300.962727709868 150 GTEX 1 100 100 0.0 0.0025 100 250 -17 2301.0005978054114 2297.532696277923 150 GTEX 1 100 100 0.0 0.0025 100 250 -18 2298.0499890759515 2298.051368858424 150 GTEX 1 100 100 0.0 0.0025 100 250 -19 2296.5638856985533 2295.596471286092 150 GTEX 1 100 100 0.0 0.0025 100 250 -20 2295.1428321426565 2293.9217557145616 150 GTEX 1 100 100 0.0 0.0025 100 250 -21 2294.927920310767 2294.8567711427636 150 GTEX 1 100 100 0.0 0.0025 100 250 -22 2293.464283699091 2292.439224301182 150 GTEX 1 100 100 0.0 0.0025 100 250 -23 2292.126839706761 2292.7380904861275 150 GTEX 1 100 100 0.0 0.0025 100 250 -24 2290.9415216023835 2289.6802110563212 150 GTEX 1 100 100 0.0 0.0025 100 250 -25 2289.0043637654567 2287.444800083175 150 GTEX 1 100 100 0.0 0.0025 100 250 -26 2287.29528317321 2285.421416888219 150 GTEX 1 100 100 0.0 0.0025 100 250 -27 2286.9423055756592 2286.2740116482 150 GTEX 1 100 100 0.0 0.0025 100 250 -28 2286.3536279859068 2284.8489702464058 150 GTEX 1 100 100 0.0 0.0025 100 250 -29 2285.6953921093914 2285.668531294558 150 GTEX 1 100 100 0.0 0.0025 100 250 -30 2284.472346271093 2291.3957199270735 150 GTEX 1 100 100 0.0 0.0025 100 250 -31 2283.551061597812 2288.315142845473 150 GTEX 1 100 100 0.0 0.0025 100 250 -32 2282.836748963917 2281.0122450911954 150 GTEX 1 100 100 0.0 0.0025 100 250 -33 2281.744506023597 2283.6232390313094 150 GTEX 1 100 100 0.0 0.0025 100 250 -34 2281.1126209330355 2279.8583807999644 150 GTEX 1 100 100 0.0 0.0025 100 250 -35 2280.825625440469 2283.638651916736 150 GTEX 1 100 100 0.0 0.0025 100 250 -36 2280.4142751269624 2278.5320014518475 150 GTEX 1 100 100 0.0 0.0025 100 250 -37 2281.4694345582434 2281.51665633169 150 GTEX 1 100 100 0.0 0.0025 100 250 -38 2278.4978046943083 2276.4145196834897 150 GTEX 1 100 100 0.0 0.0025 100 250 -39 2278.6321520540923 2280.578584968364 150 GTEX 1 100 100 0.0 0.0025 100 250 -40 2278.4537235532803 2277.944505814817 150 GTEX 1 100 100 0.0 0.0025 100 250 -41 2277.3502897297026 2278.9026788631772 150 GTEX 1 100 100 0.0 0.0025 100 250 -42 2277.2741501162345 2279.437306451254 150 GTEX 1 100 100 0.0 0.0025 100 250 -43 2276.4660480000016 2279.5131831296044 150 GTEX 1 100 100 0.0 0.0025 100 250 -44 2276.3396339855717 2276.4597604265687 150 GTEX 1 100 100 0.0 0.0025 100 250 -45 2275.761308505037 2277.1547545226354 150 GTEX 1 100 100 0.0 0.0025 100 250 -46 2274.7627862946615 2280.874380365524 150 GTEX 1 100 100 0.0 0.0025 100 250 -47 2275.3132976412307 2272.4278341663203 150 GTEX 1 100 100 0.0 0.0025 100 250 -48 2275.2143302475047 2272.765482043132 150 GTEX 1 100 100 0.0 0.0025 100 250 -49 2273.3415048707434 2277.5421430348442 150 GTEX 1 100 100 0.0 0.0025 100 250 -50 2274.1328080901503 2276.2205536700926 150 GTEX 1 100 100 0.0 0.0025 100 250 -51 2273.044489632366 2274.454900821352 150 GTEX 1 100 100 0.0 0.0025 100 250 -52 2272.755102015554 2272.4452089955143 150 GTEX 1 100 100 0.0 0.0025 100 250 -53 2272.8801465266683 2272.47494634476 150 GTEX 1 100 100 0.0 0.0025 100 250 -54 2271.991490460077 2271.910908630139 150 GTEX 1 100 100 0.0 0.0025 100 250 -55 2271.5631771053395 2271.3966523957342 150 GTEX 1 100 100 0.0 0.0025 100 250 -56 2272.097493033985 2271.73127682762 150 GTEX 1 100 100 0.0 0.0025 100 250 -57 2270.924650162241 2272.795394375297 150 GTEX 1 100 100 0.0 0.0025 100 250 -58 2272.4347369583984 2272.968204628832 150 GTEX 1 100 100 0.0 0.0025 100 250 -59 2270.1819937224373 2271.0896933668014 150 GTEX 1 100 100 0.0 0.0025 100 250 -60 2269.8178319466633 2269.2810114291233 150 GTEX 1 100 100 0.0 0.0025 100 250 -61 2270.0123503384702 2275.4899735251306 150 GTEX 1 100 100 0.0 0.0025 100 250 -62 2269.75609167866 2272.3978870232295 150 GTEX 1 100 100 0.0 0.0025 100 250 -63 2271.1135757299617 2269.867398222136 150 GTEX 1 100 100 0.0 0.0025 100 250 -64 2268.6894030951266 2273.715724698491 150 GTEX 1 100 100 0.0 0.0025 100 250 -65 2270.8728080468254 2269.080772022784 150 GTEX 1 100 100 0.0 0.0025 100 250 -66 2268.6282078432814 2271.6670799110325 150 GTEX 1 100 100 0.0 0.0025 100 250 -67 2269.097121807166 2271.722045434292 150 GTEX 1 100 100 0.0 0.0025 100 250 -68 2268.0902139968525 2269.24020002822 150 GTEX 1 100 100 0.0 0.0025 100 250 -69 2268.243563424676 2271.0645222827056 150 GTEX 1 100 100 0.0 0.0025 100 250 -70 2269.699402029542 2272.517969399804 150 GTEX 1 100 100 0.0 0.0025 100 250 -71 2267.795558260149 2272.718624216522 150 GTEX 1 100 100 0.0 0.0025 100 250 -72 2267.6706047827734 2280.364967027091 150 GTEX 1 100 100 0.0 0.0025 100 250 -73 2269.499027331578 2270.5575132188687 150 GTEX 1 100 100 0.0 0.0025 100 250 -74 2267.4674913618524 2269.9852345977897 150 GTEX 1 100 100 0.0 0.0025 100 250 -75 2266.5570202073236 2268.2248275234674 150 GTEX 1 100 100 0.0 0.0025 100 250 -76 2266.7558551198817 2268.1540559833948 150 GTEX 1 100 100 0.0 0.0025 100 250 -77 2266.960229113095 2268.318375155953 150 GTEX 1 100 100 0.0 0.0025 100 250 -78 2266.042001084565 2266.6678179026558 150 GTEX 1 100 100 0.0 0.0025 100 250 -79 2265.4333416149107 2264.1266142986574 150 GTEX 1 100 100 0.0 0.0025 100 250 -80 2265.9716556009525 2265.7259767481582 150 GTEX 1 100 100 0.0 0.0025 100 250 -81 2266.239013413989 2266.9035677021448 150 GTEX 1 100 100 0.0 0.0025 100 250 -82 2265.985392953194 2265.093043106137 150 GTEX 1 100 100 0.0 0.0025 100 250 -83 2265.802696981538 2271.3018576038203 150 GTEX 1 100 100 0.0 0.0025 100 250 -84 2265.8134917519824 2264.165311516011 150 GTEX 1 100 100 0.0 0.0025 100 250 -85 2264.216503864988 2265.422166019338 150 GTEX 1 100 100 0.0 0.0025 100 250 -86 2265.121558692572 2269.8311196678947 150 GTEX 1 100 100 0.0 0.0025 100 250 -87 2265.265103193577 2267.6627721750237 150 GTEX 1 100 100 0.0 0.0025 100 250 -88 2264.583355442755 2265.7025332142643 150 GTEX 1 100 100 0.0 0.0025 100 250 -89 2264.6244218454976 2266.4441210380523 150 GTEX 1 100 100 0.0 0.0025 100 250 -90 2265.0684782088438 2266.6904909547293 150 GTEX 1 100 100 0.0 0.0025 100 250 -91 2264.528161016351 2263.430662670063 150 GTEX 1 100 100 0.0 0.0025 100 250 -92 2263.510451859502 2276.6523915570046 150 GTEX 1 100 100 0.0 0.0025 100 250 -93 2266.358373757815 2270.6239301442192 150 GTEX 1 100 100 0.0 0.0025 100 250 -94 2264.83709883778 2266.1378600842145 150 GTEX 1 100 100 0.0 0.0025 100 250 -95 2264.8027030676462 2265.6800184358663 150 GTEX 1 100 100 0.0 0.0025 100 250 -96 2264.434656020894 2265.2184821879455 150 GTEX 1 100 100 0.0 0.0025 100 250 -97 2263.410355905299 2262.443146796281 150 GTEX 1 100 100 0.0 0.0025 100 250 -98 2262.9031037914597 2263.1375750987704 150 GTEX 1 100 100 0.0 0.0025 100 250 -99 2264.04809799831 2267.0186340564105 150 GTEX 1 100 100 0.0 0.0025 100 250 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index 933f8a170..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2963.860616437155 3445.926159528725 150 GTEX 1 100 100 1.0 0.0025 100 176 -1 2472.45255744461 2557.5539425461916 150 GTEX 1 100 100 1.0 0.0025 100 176 -2 2413.2123774319675 2395.040047881268 150 GTEX 1 100 100 1.0 0.0025 100 176 -3 2381.7497531515723 2368.7576890372507 150 GTEX 1 100 100 1.0 0.0025 100 176 -4 2363.9258176634958 2344.957886206333 150 GTEX 1 100 100 1.0 0.0025 100 176 -5 2350.5543431964734 2335.5626963336204 150 GTEX 1 100 100 1.0 0.0025 100 176 -6 2342.1832740745813 2327.4005396157618 150 GTEX 1 100 100 1.0 0.0025 100 176 -7 2334.9203512293116 2324.5177586776676 150 GTEX 1 100 100 1.0 0.0025 100 176 -8 2330.0693111804494 2325.0882670471424 150 GTEX 1 100 100 1.0 0.0025 100 176 -9 2325.894513894276 2321.6678972715663 150 GTEX 1 100 100 1.0 0.0025 100 176 -10 2320.177747836646 2308.777315437114 150 GTEX 1 100 100 1.0 0.0025 100 176 -11 2317.3939441726443 2302.1231930808876 150 GTEX 1 100 100 1.0 0.0025 100 176 -12 2313.7980153200756 2306.274912554955 150 GTEX 1 100 100 1.0 0.0025 100 176 -13 2310.5403675318294 2295.5559759683933 150 GTEX 1 100 100 1.0 0.0025 100 176 -14 2307.9968620953873 2291.8569048167183 150 GTEX 1 100 100 1.0 0.0025 100 176 -15 2305.8003836414487 2291.3306541297825 150 GTEX 1 100 100 1.0 0.0025 100 176 -16 2303.118465066976 2291.662876143655 150 GTEX 1 100 100 1.0 0.0025 100 176 -17 2302.333422054695 2287.4911932999644 150 GTEX 1 100 100 1.0 0.0025 100 176 -18 2300.0062957953864 2288.0537833442254 150 GTEX 1 100 100 1.0 0.0025 100 176 -19 2298.482522837348 2282.110674143744 150 GTEX 1 100 100 1.0 0.0025 100 176 -20 2297.0262845350544 2284.4142755428647 150 GTEX 1 100 100 1.0 0.0025 100 176 -21 2295.868430922877 2294.4562343118764 150 GTEX 1 100 100 1.0 0.0025 100 176 -22 2294.1713057167744 2285.8132997229977 150 GTEX 1 100 100 1.0 0.0025 100 176 -23 2293.017709801564 2280.1427925603016 150 GTEX 1 100 100 1.0 0.0025 100 176 -24 2291.705122017188 2276.930808875951 150 GTEX 1 100 100 1.0 0.0025 100 176 -25 2291.0273258527154 2277.57595186995 150 GTEX 1 100 100 1.0 0.0025 100 176 -26 2289.388746171941 2279.960836316243 150 GTEX 1 100 100 1.0 0.0025 100 176 -27 2288.3735886417953 2276.0882642622682 150 GTEX 1 100 100 1.0 0.0025 100 176 -28 2288.0559255330604 2274.727252220473 150 GTEX 1 100 100 1.0 0.0025 100 176 -29 2287.2628708296747 2275.691802166261 150 GTEX 1 100 100 1.0 0.0025 100 176 -30 2285.294900805718 2273.9785281569334 150 GTEX 1 100 100 1.0 0.0025 100 176 -31 2285.2580726811307 2271.4026459088345 150 GTEX 1 100 100 1.0 0.0025 100 176 -32 2283.332931271951 2277.38969995767 150 GTEX 1 100 100 1.0 0.0025 100 176 -33 2283.8547878279483 2271.2718775063868 150 GTEX 1 100 100 1.0 0.0025 100 176 -34 2283.2245063495648 2270.2563824671756 150 GTEX 1 100 100 1.0 0.0025 100 176 -35 2282.1515894851855 2271.319164667746 150 GTEX 1 100 100 1.0 0.0025 100 176 -36 2281.3841076547974 2282.4724812670806 150 GTEX 1 100 100 1.0 0.0025 100 176 -37 2281.0279431285153 2269.5536840170507 150 GTEX 1 100 100 1.0 0.0025 100 176 -38 2280.0891002390294 2268.7295724847017 150 GTEX 1 100 100 1.0 0.0025 100 176 -39 2279.16555963107 2265.903311493732 150 GTEX 1 100 100 1.0 0.0025 100 176 -40 2278.8447629244183 2266.852785059708 150 GTEX 1 100 100 1.0 0.0025 100 176 -41 2278.9434269669064 2268.659177830917 150 GTEX 1 100 100 1.0 0.0025 100 176 -42 2278.3832639035595 2267.347169825333 150 GTEX 1 100 100 1.0 0.0025 100 176 -43 2277.9604458146555 2270.4566409034874 150 GTEX 1 100 100 1.0 0.0025 100 176 -44 2277.098823957563 2266.1056219180728 150 GTEX 1 100 100 1.0 0.0025 100 176 -45 2277.7689958787764 2269.4920055548955 150 GTEX 1 100 100 1.0 0.0025 100 176 -46 2277.0536299097357 2264.7129885597374 150 GTEX 1 100 100 1.0 0.0025 100 176 -47 2275.9065171440516 2267.054634587393 150 GTEX 1 100 100 1.0 0.0025 100 176 -48 2276.3791937928295 2262.0330476361987 150 GTEX 1 100 100 1.0 0.0025 100 176 -49 2275.1487744279884 2268.5023578600285 150 GTEX 1 100 100 1.0 0.0025 100 176 -50 2275.314180101149 2268.689642496435 150 GTEX 1 100 100 1.0 0.0025 100 176 -51 2274.4028509600785 2262.9497947547825 150 GTEX 1 100 100 1.0 0.0025 100 176 -52 2274.366486952828 2263.2517795345175 150 GTEX 1 100 100 1.0 0.0025 100 176 -53 2273.493384606561 2263.801483502406 150 GTEX 1 100 100 1.0 0.0025 100 176 -54 2273.8078941054287 2264.018068262833 150 GTEX 1 100 100 1.0 0.0025 100 176 -55 2273.5777228784445 2269.696407419647 150 GTEX 1 100 100 1.0 0.0025 100 176 -56 2273.4014049935795 2261.81071211086 150 GTEX 1 100 100 1.0 0.0025 100 176 -57 2272.1469121819955 2268.830403491118 150 GTEX 1 100 100 1.0 0.0025 100 176 -58 2272.5339464038734 2262.675464238504 150 GTEX 1 100 100 1.0 0.0025 100 176 -59 2273.4414861688547 2260.010011622208 150 GTEX 1 100 100 1.0 0.0025 100 176 -60 2271.1428808831006 2263.470337378208 150 GTEX 1 100 100 1.0 0.0025 100 176 -61 2271.399712410751 2260.6390988890207 150 GTEX 1 100 100 1.0 0.0025 100 176 -62 2271.027321674963 2262.520603426509 150 GTEX 1 100 100 1.0 0.0025 100 176 -63 2270.599874507541 2258.236193522754 150 GTEX 1 100 100 1.0 0.0025 100 176 -64 2270.2489016895447 2271.074121743554 150 GTEX 1 100 100 1.0 0.0025 100 176 -65 2271.604569398552 2262.883263649596 150 GTEX 1 100 100 1.0 0.0025 100 176 -66 2270.996042095445 2267.1985039656606 150 GTEX 1 100 100 1.0 0.0025 100 176 -67 2272.4220373134144 2271.0800901927873 150 GTEX 1 100 100 1.0 0.0025 100 176 -68 2269.8219547177036 2257.0759755413796 150 GTEX 1 100 100 1.0 0.0025 100 176 -69 2268.2852139132974 2256.8716330872744 150 GTEX 1 100 100 1.0 0.0025 100 176 -70 2269.272909891143 2258.0825636250893 150 GTEX 1 100 100 1.0 0.0025 100 176 -71 2269.9559144491227 2259.6993357147103 150 GTEX 1 100 100 1.0 0.0025 100 176 -72 2268.718568667497 2262.832124079135 150 GTEX 1 100 100 1.0 0.0025 100 176 -73 2269.1477983554714 2257.012641007456 150 GTEX 1 100 100 1.0 0.0025 100 176 -74 2269.021645940545 2258.0288731099986 150 GTEX 1 100 100 1.0 0.0025 100 176 -75 2267.5642827655442 2260.7338170968987 150 GTEX 1 100 100 1.0 0.0025 100 176 -76 2267.6031718372456 2257.5467561787073 150 GTEX 1 100 100 1.0 0.0025 100 176 -77 2267.8822978112294 2262.2150567928647 150 GTEX 1 100 100 1.0 0.0025 100 176 -78 2268.2185997298593 2257.343002261318 150 GTEX 1 100 100 1.0 0.0025 100 176 -79 2268.1705234197575 2259.8998902759627 150 GTEX 1 100 100 1.0 0.0025 100 176 -80 2269.4824103474984 2258.6199979020616 150 GTEX 1 100 100 1.0 0.0025 100 176 -81 2267.9388858790735 2254.7258263649596 150 GTEX 1 100 100 1.0 0.0025 100 176 -82 2266.0713121948693 2256.282323568946 150 GTEX 1 100 100 1.0 0.0025 100 176 -83 2265.909041460633 2255.948726291439 150 GTEX 1 100 100 1.0 0.0025 100 176 -84 2266.4339366609424 2263.6756624287073 150 GTEX 1 100 100 1.0 0.0025 100 176 -85 2266.36479344161 2257.1172134921576 150 GTEX 1 100 100 1.0 0.0025 100 176 -86 2266.403459158293 2254.6646654252318 150 GTEX 1 100 100 1.0 0.0025 100 176 -87 2265.818847707827 2258.122635641932 150 GTEX 1 100 100 1.0 0.0025 100 176 -88 2265.414637430928 2254.215002023675 150 GTEX 1 100 100 1.0 0.0025 100 176 -89 2266.39756937854 2255.2287217056796 150 GTEX 1 100 100 1.0 0.0025 100 176 -90 2267.340219128783 2256.962969529765 150 GTEX 1 100 100 1.0 0.0025 100 176 -91 2265.7032884996897 2257.3236357830324 150 GTEX 1 100 100 1.0 0.0025 100 176 -92 2265.787228569884 2254.166371160587 150 GTEX 1 100 100 1.0 0.0025 100 176 -93 2265.2456953677906 2253.8892223517705 150 GTEX 1 100 100 1.0 0.0025 100 176 -94 2265.727084074326 2255.123867484553 150 GTEX 1 100 100 1.0 0.0025 100 176 -95 2265.085137976202 2254.328954428321 150 GTEX 1 100 100 1.0 0.0025 100 176 -96 2264.082726974705 2255.57137492945 150 GTEX 1 100 100 1.0 0.0025 100 176 -97 2265.309645047847 2253.8553285780063 150 GTEX 1 100 100 1.0 0.0025 100 176 -98 2264.7432769133898 2260.7602631891637 150 GTEX 1 100 100 1.0 0.0025 100 176 -99 2265.030437865579 2259.9578370068916 150 GTEX 1 100 100 1.0 0.0025 100 176 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index fd9db1209..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2956.6388292885813 3467.2990086776676 150 GTEX 1 50 100 0.5 0.0025 100 5689 -1 2465.564311777713 2588.9155654036954 150 GTEX 1 50 100 0.5 0.0025 100 5689 -2 2407.36789359172 2414.317949534369 150 GTEX 1 50 100 0.5 0.0025 100 5689 -3 2379.418777377172 2368.3387400115853 150 GTEX 1 50 100 0.5 0.0025 100 5689 -4 2363.072810641158 2360.0585905009802 150 GTEX 1 50 100 0.5 0.0025 100 5689 -5 2348.931312877751 2341.6223789693736 150 GTEX 1 50 100 0.5 0.0025 100 5689 -6 2339.793900827174 2352.1347749079137 150 GTEX 1 50 100 0.5 0.0025 100 5689 -7 2333.509155286332 2330.2455423449383 150 GTEX 1 50 100 0.5 0.0025 100 5689 -8 2329.9811070692936 2322.7553975500537 150 GTEX 1 50 100 0.5 0.0025 100 5689 -9 2323.666929031232 2317.934574489811 150 GTEX 1 50 100 0.5 0.0025 100 5689 -10 2318.762847362054 2311.9700421815587 150 GTEX 1 50 100 0.5 0.0025 100 5689 -11 2315.741225636999 2308.7752142496433 150 GTEX 1 50 100 0.5 0.0025 100 5689 -12 2312.043888010243 2306.11097398185 150 GTEX 1 50 100 0.5 0.0025 100 5689 -13 2309.193385473058 2301.9096944250537 150 GTEX 1 50 100 0.5 0.0025 100 5689 -14 2306.804297628027 2297.8100590578956 150 GTEX 1 50 100 0.5 0.0025 100 5689 -15 2303.8389207246223 2296.9541308036773 150 GTEX 1 50 100 0.5 0.0025 100 5689 -16 2302.4815385769525 2299.904495529349 150 GTEX 1 50 100 0.5 0.0025 100 5689 -17 2300.8741232135726 2294.6418211034043 150 GTEX 1 50 100 0.5 0.0025 100 5689 -18 2299.152721552911 2295.9671941836978 150 GTEX 1 50 100 0.5 0.0025 100 5689 -19 2298.824673506077 2297.4141520801154 150 GTEX 1 50 100 0.5 0.0025 100 5689 -20 2296.0896087385377 2288.2112624019724 150 GTEX 1 50 100 0.5 0.0025 100 5689 -21 2294.3227922281017 2288.317283485326 150 GTEX 1 50 100 0.5 0.0025 100 5689 -22 2292.824866250033 2286.7725161708354 150 GTEX 1 50 100 0.5 0.0025 100 5689 -23 2292.3195072769226 2286.0843222730514 150 GTEX 1 50 100 0.5 0.0025 100 5689 -24 2290.4344168961507 2284.4490024581155 150 GTEX 1 50 100 0.5 0.0025 100 5689 -25 2289.9771014042612 2282.218107622386 150 GTEX 1 50 100 0.5 0.0025 100 5689 -26 2289.4020763738513 2281.910363258971 150 GTEX 1 50 100 0.5 0.0025 100 5689 -27 2287.5538482617662 2283.080984601503 150 GTEX 1 50 100 0.5 0.0025 100 5689 -28 2286.114876687193 2279.6510989113 150 GTEX 1 50 100 0.5 0.0025 100 5689 -29 2285.45838618276 2280.1161120744714 150 GTEX 1 50 100 0.5 0.0025 100 5689 -30 2285.7928869743664 2280.1119384765625 150 GTEX 1 50 100 0.5 0.0025 100 5689 -31 2284.301044989957 2276.907303610682 150 GTEX 1 50 100 0.5 0.0025 100 5689 -32 2282.9465268849194 2278.4056972025014 150 GTEX 1 50 100 0.5 0.0025 100 5689 -33 2282.898517831472 2274.8661557041646 150 GTEX 1 50 100 0.5 0.0025 100 5689 -34 2281.130431929045 2275.9898096817074 150 GTEX 1 50 100 0.5 0.0025 100 5689 -35 2282.792816287829 2273.4378750297055 150 GTEX 1 50 100 0.5 0.0025 100 5689 -36 2283.1139330309397 2278.520158310807 150 GTEX 1 50 100 0.5 0.0025 100 5689 -37 2280.3065199085886 2277.0306628557214 150 GTEX 1 50 100 0.5 0.0025 100 5689 -38 2279.957341499687 2278.4263999561845 150 GTEX 1 50 100 0.5 0.0025 100 5689 -39 2279.3887954539455 2274.658613429777 150 GTEX 1 50 100 0.5 0.0025 100 5689 -40 2279.1780719477033 2272.9731524217264 150 GTEX 1 50 100 0.5 0.0025 100 5689 -41 2278.4353916276605 2274.0158250467857 150 GTEX 1 50 100 0.5 0.0025 100 5689 -42 2277.144891465089 2272.201777585106 150 GTEX 1 50 100 0.5 0.0025 100 5689 -43 2277.3004275852136 2270.173633647962 150 GTEX 1 50 100 0.5 0.0025 100 5689 -44 2276.951596316584 2271.162648248129 150 GTEX 1 50 100 0.5 0.0025 100 5689 -45 2276.992140177929 2269.6658387854977 150 GTEX 1 50 100 0.5 0.0025 100 5689 -46 2276.2067719198926 2269.7065759230927 150 GTEX 1 50 100 0.5 0.0025 100 5689 -47 2276.074201523219 2276.092863481761 150 GTEX 1 50 100 0.5 0.0025 100 5689 -48 2277.7713728393283 2275.344826817966 150 GTEX 1 50 100 0.5 0.0025 100 5689 -49 2274.138395214957 2268.620061490019 150 GTEX 1 50 100 0.5 0.0025 100 5689 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index 765cf5338..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2967.626945311056 3428.410584656458 150 GTEX 1 50 100 0.0 0.0025 100 5050 -1 2462.197609876949 2500.2082229440202 150 GTEX 1 50 100 0.0 0.0025 100 5050 -2 2407.66536183255 2458.275965933564 150 GTEX 1 50 100 0.0 0.0025 100 5050 -3 2381.254673976461 2383.1443687990136 150 GTEX 1 50 100 0.0 0.0025 100 5050 -4 2361.356331378489 2374.9570908927194 150 GTEX 1 50 100 0.0 0.0025 100 5050 -5 2350.037361716398 2355.724727732147 150 GTEX 1 50 100 0.0 0.0025 100 5050 -6 2340.293187050453 2340.905733405864 150 GTEX 1 50 100 0.0 0.0025 100 5050 -7 2333.137915237635 2346.038379973785 150 GTEX 1 50 100 0.0 0.0025 100 5050 -8 2326.818088078985 2328.103610078645 150 GTEX 1 50 100 0.0 0.0025 100 5050 -9 2321.2384648132165 2321.6484878598058 150 GTEX 1 50 100 0.0 0.0025 100 5050 -10 2318.4064538330517 2322.400170387877 150 GTEX 1 50 100 0.0 0.0025 100 5050 -11 2314.2149433713407 2317.6125794617396 150 GTEX 1 50 100 0.0 0.0025 100 5050 -12 2312.4900439004405 2326.9900874728937 150 GTEX 1 50 100 0.0 0.0025 100 5050 -13 2308.765916127444 2310.41651945513 150 GTEX 1 50 100 0.0 0.0025 100 5050 -14 2305.6730351772935 2313.008089130822 150 GTEX 1 50 100 0.0 0.0025 100 5050 -15 2303.5543870112956 2305.548168573996 150 GTEX 1 50 100 0.0 0.0025 100 5050 -16 2301.150266710803 2305.349002040384 150 GTEX 1 50 100 0.0 0.0025 100 5050 -17 2299.257215442458 2301.5654092650902 150 GTEX 1 50 100 0.0 0.0025 100 5050 -18 2298.7199813022376 2306.5575378185895 150 GTEX 1 50 100 0.0 0.0025 100 5050 -19 2296.314911182017 2299.091223190946 150 GTEX 1 50 100 0.0 0.0025 100 5050 -20 2295.109200256483 2298.1736531420806 150 GTEX 1 50 100 0.0 0.0025 100 5050 -21 2293.3525142280832 2301.863632376203 150 GTEX 1 50 100 0.0 0.0025 100 5050 -22 2292.03149661633 2296.580686155834 150 GTEX 1 50 100 0.0 0.0025 100 5050 -23 2290.0307660254452 2293.2151013508496 150 GTEX 1 50 100 0.0 0.0025 100 5050 -24 2288.8626134801316 2297.0394927630405 150 GTEX 1 50 100 0.0 0.0025 100 5050 -25 2288.7102055423197 2293.0457123150845 150 GTEX 1 50 100 0.0 0.0025 100 5050 -26 2287.1123822080153 2290.497114870485 150 GTEX 1 50 100 0.0 0.0025 100 5050 -27 2286.8533189869663 2295.6861356437885 150 GTEX 1 50 100 0.0 0.0025 100 5050 -28 2285.594475226857 2291.8144410572127 150 GTEX 1 50 100 0.0 0.0025 100 5050 -29 2284.533914451805 2288.1099006449767 150 GTEX 1 50 100 0.0 0.0025 100 5050 -30 2284.01950703451 2292.367566242871 150 GTEX 1 50 100 0.0 0.0025 100 5050 -31 2283.3110120754577 2286.442622775814 150 GTEX 1 50 100 0.0 0.0025 100 5050 -32 2282.1707973719977 2292.034228422796 150 GTEX 1 50 100 0.0 0.0025 100 5050 -33 2281.5921480382926 2289.9307462162847 150 GTEX 1 50 100 0.0 0.0025 100 5050 -34 2280.9083776622083 2288.373779296875 150 GTEX 1 50 100 0.0 0.0025 100 5050 -35 2281.047516517079 2283.318048397398 150 GTEX 1 50 100 0.0 0.0025 100 5050 -36 2279.5979938742803 2282.027319614425 150 GTEX 1 50 100 0.0 0.0025 100 5050 -37 2279.382409269535 2281.219833780151 150 GTEX 1 50 100 0.0 0.0025 100 5050 -38 2279.1179139131323 2284.7195239629127 150 GTEX 1 50 100 0.0 0.0025 100 5050 -39 2277.866433570437 2280.8473745135752 150 GTEX 1 50 100 0.0 0.0025 100 5050 -40 2276.9569007855 2280.906177129129 150 GTEX 1 50 100 0.0 0.0025 100 5050 -41 2277.531459171291 2285.0369796462837 150 GTEX 1 50 100 0.0 0.0025 100 5050 -42 2276.4235595883647 2280.8917774737106 150 GTEX 1 50 100 0.0 0.0025 100 5050 -43 2276.179984429878 2283.550978511912 150 GTEX 1 50 100 0.0 0.0025 100 5050 -44 2276.4789879173213 2293.1605291910496 150 GTEX 1 50 100 0.0 0.0025 100 5050 -45 2274.9369210847344 2283.4563122883496 150 GTEX 1 50 100 0.0 0.0025 100 5050 -46 2276.025541075661 2280.2282278546813 150 GTEX 1 50 100 0.0 0.0025 100 5050 -47 2273.480825689938 2277.5032156012358 150 GTEX 1 50 100 0.0 0.0025 100 5050 -48 2273.5445862364413 2281.351575496079 150 GTEX 1 50 100 0.0 0.0025 100 5050 -49 2273.5428440363567 2277.3094883907884 150 GTEX 1 50 100 0.0 0.0025 100 5050 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index a40035a31..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2970.3278736385687 3482.818926561015 150 GTEX 1 50 100 1.0 0.0025 100 5674 -1 2469.253486798509 2541.1188997333948 150 GTEX 1 50 100 1.0 0.0025 100 5674 -2 2414.729365771809 2412.579010125802 150 GTEX 1 50 100 1.0 0.0025 100 5674 -3 2379.260460808144 2381.825805199917 150 GTEX 1 50 100 1.0 0.0025 100 5674 -4 2362.9083376898866 2347.433622294959 150 GTEX 1 50 100 1.0 0.0025 100 5674 -5 2351.236799463143 2338.181798202457 150 GTEX 1 50 100 1.0 0.0025 100 5674 -6 2341.7420496857503 2327.0763656558192 150 GTEX 1 50 100 1.0 0.0025 100 5674 -7 2334.3062213540293 2328.8636330724216 150 GTEX 1 50 100 1.0 0.0025 100 5674 -8 2328.427716116675 2314.792297131208 150 GTEX 1 50 100 1.0 0.0025 100 5674 -9 2324.905432914169 2317.6997116727066 150 GTEX 1 50 100 1.0 0.0025 100 5674 -10 2320.6941918050447 2309.4742858654645 150 GTEX 1 50 100 1.0 0.0025 100 5674 -11 2317.8665470402534 2334.5810987813393 150 GTEX 1 50 100 1.0 0.0025 100 5674 -12 2313.875409522882 2304.5406094975347 150 GTEX 1 50 100 1.0 0.0025 100 5674 -13 2310.791442477818 2298.4377065448252 150 GTEX 1 50 100 1.0 0.0025 100 5674 -14 2308.270594771641 2303.2047578644842 150 GTEX 1 50 100 1.0 0.0025 100 5674 -15 2306.1434703845844 2297.006281747564 150 GTEX 1 50 100 1.0 0.0025 100 5674 -16 2304.0646717349164 2301.467269375297 150 GTEX 1 50 100 1.0 0.0025 100 5674 -17 2301.581139506188 2292.3504239506597 150 GTEX 1 50 100 1.0 0.0025 100 5674 -18 2299.7232660986847 2287.930017043429 150 GTEX 1 50 100 1.0 0.0025 100 5674 -19 2298.4445802328564 2292.7094933107323 150 GTEX 1 50 100 1.0 0.0025 100 5674 -20 2296.914584074326 2286.450200418102 150 GTEX 1 50 100 1.0 0.0025 100 5674 -21 2294.5104969379654 2286.8661949244743 150 GTEX 1 50 100 1.0 0.0025 100 5674 -22 2294.3480273478763 2284.4238492436284 150 GTEX 1 50 100 1.0 0.0025 100 5674 -23 2293.8236427875286 2281.2249839405595 150 GTEX 1 50 100 1.0 0.0025 100 5674 -24 2291.257121417242 2287.6563490951016 150 GTEX 1 50 100 1.0 0.0025 100 5674 -25 2289.651882005214 2279.452562223369 150 GTEX 1 50 100 1.0 0.0025 100 5674 -26 2288.9664737954868 2278.859682032364 150 GTEX 1 50 100 1.0 0.0025 100 5674 -27 2288.2180132198523 2276.841319733246 150 GTEX 1 50 100 1.0 0.0025 100 5674 -28 2287.7632509793475 2275.374081687782 150 GTEX 1 50 100 1.0 0.0025 100 5674 -29 2286.614181349317 2276.5930082952113 150 GTEX 1 50 100 1.0 0.0025 100 5674 -30 2286.56507481065 2273.7319814007546 150 GTEX 1 50 100 1.0 0.0025 100 5674 -31 2285.0771243251643 2276.8134201688003 150 GTEX 1 50 100 1.0 0.0025 100 5674 -32 2284.574197190735 2280.449858806886 150 GTEX 1 50 100 1.0 0.0025 100 5674 -33 2283.268126184212 2274.2196550840663 150 GTEX 1 50 100 1.0 0.0025 100 5674 -34 2282.619018490216 2271.090203694971 150 GTEX 1 50 100 1.0 0.0025 100 5674 -35 2281.7949546523037 2270.495081448283 150 GTEX 1 50 100 1.0 0.0025 100 5674 -36 2282.0649026459923 2273.3652752198195 150 GTEX 1 50 100 1.0 0.0025 100 5674 -37 2282.209871193191 2280.2535145110505 150 GTEX 1 50 100 1.0 0.0025 100 5674 -38 2280.8549842596735 2272.7392155752436 150 GTEX 1 50 100 1.0 0.0025 100 5674 -39 2279.7575619638037 2270.87678788914 150 GTEX 1 50 100 1.0 0.0025 100 5674 -40 2278.6418008825476 2268.0070232202797 150 GTEX 1 50 100 1.0 0.0025 100 5674 -41 2278.5231948551136 2270.0502233468987 150 GTEX 1 50 100 1.0 0.0025 100 5674 -42 2278.3564284725476 2268.992835911508 150 GTEX 1 50 100 1.0 0.0025 100 5674 -43 2277.484801569143 2271.1175718126187 150 GTEX 1 50 100 1.0 0.0025 100 5674 -44 2278.189285138095 2274.9990480372207 150 GTEX 1 50 100 1.0 0.0025 100 5674 -45 2277.1561441378194 2272.4584965578956 150 GTEX 1 50 100 1.0 0.0025 100 5674 -46 2276.4275624682286 2266.8933226146623 150 GTEX 1 50 100 1.0 0.0025 100 5674 -47 2275.4271377816526 2264.601522119326 150 GTEX 1 50 100 1.0 0.0025 100 5674 -48 2275.9375325967835 2264.365728458071 150 GTEX 1 50 100 1.0 0.0025 100 5674 -49 2276.1180918286464 2264.0645654482532 150 GTEX 1 50 100 1.0 0.0025 100 5674 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 98e18e242..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2651.570406654159 2452.287055534102 50 GTEX 1 100 100 0.5 0.0025 100 3552 -1 2388.3103074794763 2370.7122528888426 50 GTEX 1 100 100 0.5 0.0025 100 3552 -2 2352.9190436701997 2331.494420504842 50 GTEX 1 100 100 0.5 0.0025 100 3552 -3 2332.9363766488195 2322.2118873741238 50 GTEX 1 100 100 0.5 0.0025 100 3552 -4 2323.6465080489297 2308.558721390061 50 GTEX 1 100 100 0.5 0.0025 100 3552 -5 2316.1693944208746 2300.3766031591613 50 GTEX 1 100 100 0.5 0.0025 100 3552 -6 2310.8717442157213 2298.941998731954 50 GTEX 1 100 100 0.5 0.0025 100 3552 -7 2306.9241344677152 2295.695556872698 50 GTEX 1 100 100 0.5 0.0025 100 3552 -8 2303.614190994251 2296.7744235774862 50 GTEX 1 100 100 0.5 0.0025 100 3552 -9 2300.396469804444 2297.4531971746524 50 GTEX 1 100 100 0.5 0.0025 100 3552 -10 2296.5697185886665 2289.4936328496315 50 GTEX 1 100 100 0.5 0.0025 100 3552 -11 2295.2897537890667 2283.206812637387 50 GTEX 1 100 100 0.5 0.0025 100 3552 -12 2291.888905854919 2287.8214640454194 50 GTEX 1 100 100 0.5 0.0025 100 3552 -13 2291.9877119409857 2280.3000423300855 50 GTEX 1 100 100 0.5 0.0025 100 3552 -14 2289.6569732540297 2283.2049293663113 50 GTEX 1 100 100 0.5 0.0025 100 3552 -15 2288.595307708479 2276.280447260055 50 GTEX 1 100 100 0.5 0.0025 100 3552 -16 2287.078006217733 2279.9086027544263 50 GTEX 1 100 100 0.5 0.0025 100 3552 -17 2286.769793133178 2279.435188554539 50 GTEX 1 100 100 0.5 0.0025 100 3552 -18 2284.83505323488 2275.4967649046457 50 GTEX 1 100 100 0.5 0.0025 100 3552 -19 2284.5957340713135 2274.6254358327888 50 GTEX 1 100 100 0.5 0.0025 100 3552 -20 2283.206242325314 2274.6117173111484 50 GTEX 1 100 100 0.5 0.0025 100 3552 -21 2282.4549525861216 2274.074365884179 50 GTEX 1 100 100 0.5 0.0025 100 3552 -22 2281.6855220921607 2271.847022227008 50 GTEX 1 100 100 0.5 0.0025 100 3552 -23 2281.352353487773 2272.544968753713 50 GTEX 1 100 100 0.5 0.0025 100 3552 -24 2281.365110202917 2269.8572260055253 50 GTEX 1 100 100 0.5 0.0025 100 3552 -25 2280.679315241637 2273.132137168043 50 GTEX 1 100 100 0.5 0.0025 100 3552 -26 2279.5173834984766 2266.402026970577 50 GTEX 1 100 100 0.5 0.0025 100 3552 -27 2278.6744373547585 2268.6027254169885 50 GTEX 1 100 100 0.5 0.0025 100 3552 -28 2279.0802938723823 2269.1681066012657 50 GTEX 1 100 100 0.5 0.0025 100 3552 -29 2277.525213302624 2267.8222438101534 50 GTEX 1 100 100 0.5 0.0025 100 3552 -30 2279.219437523932 2271.748474353167 50 GTEX 1 100 100 0.5 0.0025 100 3552 -31 2276.864194759386 2266.6294226120635 50 GTEX 1 100 100 0.5 0.0025 100 3552 -32 2277.5902286447745 2265.696257268521 50 GTEX 1 100 100 0.5 0.0025 100 3552 -33 2276.362963018743 2277.1269039255585 50 GTEX 1 100 100 0.5 0.0025 100 3552 -34 2276.205676833012 2265.1550158366504 50 GTEX 1 100 100 0.5 0.0025 100 3552 -35 2276.607474844773 2266.4063094106464 50 GTEX 1 100 100 0.5 0.0025 100 3552 -36 2276.4479737024417 2268.6128574849986 50 GTEX 1 100 100 0.5 0.0025 100 3552 -37 2274.7571281222768 2265.8788097076995 50 GTEX 1 100 100 0.5 0.0025 100 3552 -38 2275.28232363077 2264.5789822770616 50 GTEX 1 100 100 0.5 0.0025 100 3552 -39 2274.842748009946 2272.01362197934 50 GTEX 1 100 100 0.5 0.0025 100 3552 -40 2275.151148500218 2271.8500684150727 50 GTEX 1 100 100 0.5 0.0025 100 3552 -41 2274.2448634019406 2266.486629355543 50 GTEX 1 100 100 0.5 0.0025 100 3552 -42 2275.5943526020897 2264.9528418711384 50 GTEX 1 100 100 0.5 0.0025 100 3552 -43 2274.1396432539923 2263.9216800588165 50 GTEX 1 100 100 0.5 0.0025 100 3552 -44 2273.2237009717555 2262.120928049994 50 GTEX 1 100 100 0.5 0.0025 100 3552 -45 2273.7239647890783 2266.1582824939105 50 GTEX 1 100 100 0.5 0.0025 100 3552 -46 2273.9200520558256 2263.852917573298 50 GTEX 1 100 100 0.5 0.0025 100 3552 -47 2274.400995367543 2263.7324125920863 50 GTEX 1 100 100 0.5 0.0025 100 3552 -48 2273.3982991957673 2262.3977686660824 50 GTEX 1 100 100 0.5 0.0025 100 3552 -49 2273.090279241997 2261.4941796132366 50 GTEX 1 100 100 0.5 0.0025 100 3552 -50 2273.942509202402 2261.980031060629 50 GTEX 1 100 100 0.5 0.0025 100 3552 -51 2273.0753354993003 2264.776207289315 50 GTEX 1 100 100 0.5 0.0025 100 3552 -52 2272.4591264443675 2264.6840574315293 50 GTEX 1 100 100 0.5 0.0025 100 3552 -53 2273.2203835785244 2264.61480086294 50 GTEX 1 100 100 0.5 0.0025 100 3552 -54 2272.3626395008237 2261.718106694095 50 GTEX 1 100 100 0.5 0.0025 100 3552 -55 2272.3660357297886 2271.5112740984437 50 GTEX 1 100 100 0.5 0.0025 100 3552 -56 2272.9137119556335 2262.5883280822986 50 GTEX 1 100 100 0.5 0.0025 100 3552 -57 2273.0453908148043 2266.284592313005 50 GTEX 1 100 100 0.5 0.0025 100 3552 -58 2273.9913705173235 2263.4501915993346 50 GTEX 1 100 100 0.5 0.0025 100 3552 -59 2272.5007304877304 2264.0295363741684 50 GTEX 1 100 100 0.5 0.0025 100 3552 -60 2271.967269683093 2266.5889901861037 50 GTEX 1 100 100 0.5 0.0025 100 3552 -61 2271.8795235515886 2262.0950816339414 50 GTEX 1 100 100 0.5 0.0025 100 3552 -62 2273.4933538407677 2267.5959753464385 50 GTEX 1 100 100 0.5 0.0025 100 3552 -63 2271.5568723870997 2264.3006106764647 50 GTEX 1 100 100 0.5 0.0025 100 3552 -64 2271.9579738747093 2265.355138742425 50 GTEX 1 100 100 0.5 0.0025 100 3552 -65 2272.1712893410167 2266.0573512320284 50 GTEX 1 100 100 0.5 0.0025 100 3552 -66 2272.2259539794277 2262.2754969143593 50 GTEX 1 100 100 0.5 0.0025 100 3552 -67 2271.5908369461436 2263.4103117388013 50 GTEX 1 100 100 0.5 0.0025 100 3552 -68 2271.631745342167 2262.849672266739 50 GTEX 1 100 100 0.5 0.0025 100 3552 -69 2272.6075278919125 2264.2753699705177 50 GTEX 1 100 100 0.5 0.0025 100 3552 -70 2271.6526765776016 2265.9661712066304 50 GTEX 1 100 100 0.5 0.0025 100 3552 -71 2271.7680203736086 2262.359683192728 50 GTEX 1 100 100 0.5 0.0025 100 3552 -72 2272.016755675141 2268.5525723881597 50 GTEX 1 100 100 0.5 0.0025 100 3552 -73 2272.155922897466 2261.8084617005557 50 GTEX 1 100 100 0.5 0.0025 100 3552 -74 2271.5236603650346 2265.781629671162 50 GTEX 1 100 100 0.5 0.0025 100 3552 -75 2271.553311626901 2268.667016091002 50 GTEX 1 100 100 0.5 0.0025 100 3552 -76 2271.7264342791077 2261.5917490679954 50 GTEX 1 100 100 0.5 0.0025 100 3552 -77 2271.6071614617717 2259.018411962705 50 GTEX 1 100 100 0.5 0.0025 100 3552 -78 2273.0180131270135 2271.444777340037 50 GTEX 1 100 100 0.5 0.0025 100 3552 -79 2272.665665957446 2264.1894946660377 50 GTEX 1 100 100 0.5 0.0025 100 3552 -80 2270.98601471621 2267.784006561163 50 GTEX 1 100 100 0.5 0.0025 100 3552 -81 2272.7222274372493 2263.3736500323043 50 GTEX 1 100 100 0.5 0.0025 100 3552 -82 2270.2015523083473 2259.7158070843484 50 GTEX 1 100 100 0.5 0.0025 100 3552 -83 2270.670887387087 2262.9916087103434 50 GTEX 1 100 100 0.5 0.0025 100 3552 -84 2270.6062555342323 2261.162584892244 50 GTEX 1 100 100 0.5 0.0025 100 3552 -85 2271.975597722888 2262.928341013397 50 GTEX 1 100 100 0.5 0.0025 100 3552 -86 2270.839378859005 2260.6683368175204 50 GTEX 1 100 100 0.5 0.0025 100 3552 -87 2270.79902409253 2267.1731980472464 50 GTEX 1 100 100 0.5 0.0025 100 3552 -88 2270.574506963333 2262.8288168091285 50 GTEX 1 100 100 0.5 0.0025 100 3552 -89 2271.8965821137735 2260.443083672469 50 GTEX 1 100 100 0.5 0.0025 100 3552 -90 2270.500287517041 2260.4059831162367 50 GTEX 1 100 100 0.5 0.0025 100 3552 -91 2271.4514250158445 2262.7315984805728 50 GTEX 1 100 100 0.5 0.0025 100 3552 -92 2270.916081076453 2263.302638528918 50 GTEX 1 100 100 0.5 0.0025 100 3552 -93 2270.3731238797436 2261.614396592057 50 GTEX 1 100 100 0.5 0.0025 100 3552 -94 2271.445314202047 2263.1528538460966 50 GTEX 1 100 100 0.5 0.0025 100 3552 -95 2270.641127929172 2265.85463862546 50 GTEX 1 100 100 0.5 0.0025 100 3552 -96 2270.6744749545296 2269.595587552727 50 GTEX 1 100 100 0.5 0.0025 100 3552 -97 2270.372745664215 2261.292620176598 50 GTEX 1 100 100 0.5 0.0025 100 3552 -98 2271.682416500657 2259.7108537217055 50 GTEX 1 100 100 0.5 0.0025 100 3552 -99 2271.4358206982974 2258.4377566725584 50 GTEX 1 100 100 0.5 0.0025 100 3552 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index 59501ecae..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2655.0295257745656 2444.15095084883 50 GTEX 1 100 100 0.0 0.0025 100 6261 -1 2387.774763497957 2360.2092169119833 50 GTEX 1 100 100 0.0 0.0025 100 6261 -2 2352.2607550817975 2329.013347901319 50 GTEX 1 100 100 0.0 0.0025 100 6261 -3 2334.0863319623427 2317.0866146885396 50 GTEX 1 100 100 0.0 0.0025 100 6261 -4 2323.0564823861837 2310.2473882522872 50 GTEX 1 100 100 0.0 0.0025 100 6261 -5 2316.3325228064014 2302.4505100032675 50 GTEX 1 100 100 0.0 0.0025 100 6261 -6 2310.695434557418 2296.867014373663 50 GTEX 1 100 100 0.0 0.0025 100 6261 -7 2305.691106689685 2295.247006260397 50 GTEX 1 100 100 0.0 0.0025 100 6261 -8 2302.5311679922693 2291.96847847478 50 GTEX 1 100 100 0.0 0.0025 100 6261 -9 2300.5179420794357 2287.100572941421 50 GTEX 1 100 100 0.0 0.0025 100 6261 -10 2297.2333241663478 2288.5585788973385 50 GTEX 1 100 100 0.0 0.0025 100 6261 -11 2294.189781439598 2286.118110221602 50 GTEX 1 100 100 0.0 0.0025 100 6261 -12 2292.2590884551887 2281.0018227000655 50 GTEX 1 100 100 0.0 0.0025 100 6261 -13 2291.6336113017173 2277.8971434618584 50 GTEX 1 100 100 0.0 0.0025 100 6261 -14 2289.178192844635 2276.6899149499463 50 GTEX 1 100 100 0.0 0.0025 100 6261 -15 2289.1547912681467 2280.038389952917 50 GTEX 1 100 100 0.0 0.0025 100 6261 -16 2287.7257794035368 2276.2302984085372 50 GTEX 1 100 100 0.0 0.0025 100 6261 -17 2286.054858375228 2285.7511766092857 50 GTEX 1 100 100 0.0 0.0025 100 6261 -18 2284.4402904033004 2275.2769204491447 50 GTEX 1 100 100 0.0 0.0025 100 6261 -19 2283.7642151375335 2272.030086386793 50 GTEX 1 100 100 0.0 0.0025 100 6261 -20 2283.8400725206225 2274.4596926613 50 GTEX 1 100 100 0.0 0.0025 100 6261 -21 2283.436613130232 2271.104887639615 50 GTEX 1 100 100 0.0 0.0025 100 6261 -22 2281.4610901942688 2270.511860314431 50 GTEX 1 100 100 0.0 0.0025 100 6261 -23 2280.8703980768723 2268.950706801034 50 GTEX 1 100 100 0.0 0.0025 100 6261 -24 2281.3065500425614 2270.2534982659517 50 GTEX 1 100 100 0.0 0.0025 100 6261 -25 2279.662419224964 2269.1595904564224 50 GTEX 1 100 100 0.0 0.0025 100 6261 -26 2279.683139612849 2267.953967888546 50 GTEX 1 100 100 0.0 0.0025 100 6261 -27 2278.5272518136603 2271.5554491630523 50 GTEX 1 100 100 0.0 0.0025 100 6261 -28 2278.786253812586 2268.2796658708116 50 GTEX 1 100 100 0.0 0.0025 100 6261 -29 2278.0994424196388 2267.504668841344 50 GTEX 1 100 100 0.0 0.0025 100 6261 -30 2277.95822067156 2267.9710178157675 50 GTEX 1 100 100 0.0 0.0025 100 6261 -31 2276.4753649292443 2269.309304821174 50 GTEX 1 100 100 0.0 0.0025 100 6261 -32 2276.5929727575476 2278.9403684202707 50 GTEX 1 100 100 0.0 0.0025 100 6261 -33 2277.1178740955424 2268.426179486989 50 GTEX 1 100 100 0.0 0.0025 100 6261 -34 2277.760693318113 2268.579946771774 50 GTEX 1 100 100 0.0 0.0025 100 6261 -35 2276.617630290169 2263.663169947867 50 GTEX 1 100 100 0.0 0.0025 100 6261 -36 2275.017580652282 2268.3107046845294 50 GTEX 1 100 100 0.0 0.0025 100 6261 -37 2275.1750005260874 2267.641968237583 50 GTEX 1 100 100 0.0 0.0025 100 6261 -38 2275.1196945124348 2273.7259530767287 50 GTEX 1 100 100 0.0 0.0025 100 6261 -39 2275.179885143789 2269.386360429539 50 GTEX 1 100 100 0.0 0.0025 100 6261 -40 2274.092251682654 2263.4490437670806 50 GTEX 1 100 100 0.0 0.0025 100 6261 -41 2273.3333715090494 2262.2368869563925 50 GTEX 1 100 100 0.0 0.0025 100 6261 -42 2274.214638498576 2263.3472269152508 50 GTEX 1 100 100 0.0 0.0025 100 6261 -43 2274.584228747722 2263.2575716083948 50 GTEX 1 100 100 0.0 0.0025 100 6261 -44 2273.6572520416316 2265.0850960038915 50 GTEX 1 100 100 0.0 0.0025 100 6261 -45 2274.025349414826 2259.806607206511 50 GTEX 1 100 100 0.0 0.0025 100 6261 -46 2273.642872011824 2262.8604170070403 50 GTEX 1 100 100 0.0 0.0025 100 6261 -47 2273.7962167719115 2274.046796559381 50 GTEX 1 100 100 0.0 0.0025 100 6261 -48 2273.0518174615195 2264.581886436549 50 GTEX 1 100 100 0.0 0.0025 100 6261 -49 2273.6273653814733 2261.6918332640207 50 GTEX 1 100 100 0.0 0.0025 100 6261 -50 2273.3269482664286 2262.4281493212334 50 GTEX 1 100 100 0.0 0.0025 100 6261 -51 2272.517660313251 2261.2157014912073 50 GTEX 1 100 100 0.0 0.0025 100 6261 -52 2273.3828494808445 2261.742592699174 50 GTEX 1 100 100 0.0 0.0025 100 6261 -53 2272.976029681847 2260.838336204848 50 GTEX 1 100 100 0.0 0.0025 100 6261 -54 2273.1766505577352 2262.9360467598917 50 GTEX 1 100 100 0.0 0.0025 100 6261 -55 2272.6607461641015 2260.974450637179 50 GTEX 1 100 100 0.0 0.0025 100 6261 -56 2272.735400844504 2259.966911054836 50 GTEX 1 100 100 0.0 0.0025 100 6261 -57 2272.6896044782616 2264.200215270764 50 GTEX 1 100 100 0.0 0.0025 100 6261 -58 2271.88385714439 2266.7086037755466 50 GTEX 1 100 100 0.0 0.0025 100 6261 -59 2274.4249947752305 2261.4125224646505 50 GTEX 1 100 100 0.0 0.0025 100 6261 -60 2273.0036158962134 2262.239399376931 50 GTEX 1 100 100 0.0 0.0025 100 6261 -61 2272.4682659996565 2259.212901764496 50 GTEX 1 100 100 0.0 0.0025 100 6261 -62 2271.1125552752737 2262.225066094344 50 GTEX 1 100 100 0.0 0.0025 100 6261 -63 2271.1510403686407 2259.9834689876425 50 GTEX 1 100 100 0.0 0.0025 100 6261 -64 2272.138511108901 2264.208534617841 50 GTEX 1 100 100 0.0 0.0025 100 6261 -65 2272.964883258127 2262.479213700095 50 GTEX 1 100 100 0.0 0.0025 100 6261 -66 2271.4199394628217 2264.0178900308933 50 GTEX 1 100 100 0.0 0.0025 100 6261 -67 2273.1744395983665 2262.5214992276615 50 GTEX 1 100 100 0.0 0.0025 100 6261 -68 2272.1136360494843 2263.6949513946647 50 GTEX 1 100 100 0.0 0.0025 100 6261 -69 2272.097946191169 2262.431006602008 50 GTEX 1 100 100 0.0 0.0025 100 6261 -70 2271.6182047053253 2261.29564733469 50 GTEX 1 100 100 0.0 0.0025 100 6261 -71 2271.4491540722047 2259.138424949501 50 GTEX 1 100 100 0.0 0.0025 100 6261 -72 2272.2161016144896 2263.563777793043 50 GTEX 1 100 100 0.0 0.0025 100 6261 -73 2272.528893696112 2265.8412222626544 50 GTEX 1 100 100 0.0 0.0025 100 6261 -74 2271.9792175389675 2260.872777206363 50 GTEX 1 100 100 0.0 0.0025 100 6261 -75 2272.0988925810134 2265.045395767734 50 GTEX 1 100 100 0.0 0.0025 100 6261 -76 2271.1269118116716 2260.2012888397103 50 GTEX 1 100 100 0.0 0.0025 100 6261 -77 2271.4800055868413 2260.267149718542 50 GTEX 1 100 100 0.0 0.0025 100 6261 -78 2271.8444411343353 2263.035796306886 50 GTEX 1 100 100 0.0 0.0025 100 6261 -79 2270.7486409668536 2259.445616515417 50 GTEX 1 100 100 0.0 0.0025 100 6261 -80 2271.8416926890777 2260.0136365999288 50 GTEX 1 100 100 0.0 0.0025 100 6261 -81 2271.096575630521 2258.6334247081454 50 GTEX 1 100 100 0.0 0.0025 100 6261 -82 2270.6880264225815 2270.040518989128 50 GTEX 1 100 100 0.0 0.0025 100 6261 -83 2271.7591464666325 2265.261410557272 50 GTEX 1 100 100 0.0 0.0025 100 6261 -84 2271.9400512914517 2266.5513846393774 50 GTEX 1 100 100 0.0 0.0025 100 6261 -85 2271.5658357289217 2259.981131085878 50 GTEX 1 100 100 0.0 0.0025 100 6261 -86 2271.4771932374465 2259.4797729956335 50 GTEX 1 100 100 0.0 0.0025 100 6261 -87 2272.0692059629832 2262.057504400101 50 GTEX 1 100 100 0.0 0.0025 100 6261 -88 2271.141675511295 2259.0929809106165 50 GTEX 1 100 100 0.0 0.0025 100 6261 -89 2271.7232788382507 2260.7117232986275 50 GTEX 1 100 100 0.0 0.0025 100 6261 -90 2271.3341336393855 2262.156421269754 50 GTEX 1 100 100 0.0 0.0025 100 6261 -91 2271.3465563148634 2261.468837259387 50 GTEX 1 100 100 0.0 0.0025 100 6261 -92 2271.2708630503903 2262.656533593007 50 GTEX 1 100 100 0.0 0.0025 100 6261 -93 2270.870405839239 2259.780013980068 50 GTEX 1 100 100 0.0 0.0025 100 6261 -94 2271.3774812754173 2258.0245198877137 50 GTEX 1 100 100 0.0 0.0025 100 6261 -95 2270.772689991797 2259.5050545463996 50 GTEX 1 100 100 0.0 0.0025 100 6261 -96 2271.0117243719137 2261.0074574285586 50 GTEX 1 100 100 0.0 0.0025 100 6261 -97 2271.066843237735 2263.976746765833 50 GTEX 1 100 100 0.0 0.0025 100 6261 -98 2270.6530597187516 2259.640727576194 50 GTEX 1 100 100 0.0 0.0025 100 6261 -99 2270.660699615688 2259.355597318352 50 GTEX 1 100 100 0.0 0.0025 100 6261 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index 079d92956..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2651.043141533584 2425.874624506149 50 GTEX 1 100 100 1.0 0.0025 100 3464 -1 2388.6185424585483 2349.3158529883553 50 GTEX 1 100 100 1.0 0.0025 100 3464 -2 2354.0578338632718 2320.4588149618285 50 GTEX 1 100 100 1.0 0.0025 100 3464 -3 2334.891058067869 2305.0648225849573 50 GTEX 1 100 100 1.0 0.0025 100 3464 -4 2324.4525441376954 2299.556961813807 50 GTEX 1 100 100 1.0 0.0025 100 3464 -5 2316.7062175682636 2296.600464331333 50 GTEX 1 100 100 1.0 0.0025 100 3464 -6 2311.124381976331 2289.591854429064 50 GTEX 1 100 100 1.0 0.0025 100 3464 -7 2306.4058222187928 2284.257469960492 50 GTEX 1 100 100 1.0 0.0025 100 3464 -8 2302.449500567762 2278.596769731761 50 GTEX 1 100 100 1.0 0.0025 100 3464 -9 2300.920571863632 2281.84551746673 50 GTEX 1 100 100 1.0 0.0025 100 3464 -10 2298.781773456893 2279.4803995922944 50 GTEX 1 100 100 1.0 0.0025 100 3464 -11 2295.8259071034995 2275.198808909369 50 GTEX 1 100 100 1.0 0.0025 100 3464 -12 2295.1062341554875 2280.7143963135695 50 GTEX 1 100 100 1.0 0.0025 100 3464 -13 2292.88641818393 2270.9366292627137 50 GTEX 1 100 100 1.0 0.0025 100 3464 -14 2290.775036496019 2273.5509831533686 50 GTEX 1 100 100 1.0 0.0025 100 3464 -15 2289.153961906945 2280.897667946471 50 GTEX 1 100 100 1.0 0.0025 100 3464 -16 2288.866550676445 2266.713116199798 50 GTEX 1 100 100 1.0 0.0025 100 3464 -17 2287.1175403653397 2267.219435543162 50 GTEX 1 100 100 1.0 0.0025 100 3464 -18 2287.156819773209 2265.5286238637714 50 GTEX 1 100 100 1.0 0.0025 100 3464 -19 2286.2921021242787 2262.66182067639 50 GTEX 1 100 100 1.0 0.0025 100 3464 -20 2283.987212132234 2262.6097723086978 50 GTEX 1 100 100 1.0 0.0025 100 3464 -21 2283.351274260878 2265.482029671905 50 GTEX 1 100 100 1.0 0.0025 100 3464 -22 2283.3375500092425 2260.5662224483126 50 GTEX 1 100 100 1.0 0.0025 100 3464 -23 2282.074572621095 2259.914182249584 50 GTEX 1 100 100 1.0 0.0025 100 3464 -24 2281.211032866223 2262.561639009773 50 GTEX 1 100 100 1.0 0.0025 100 3464 -25 2280.5958174716284 2262.7923226592206 50 GTEX 1 100 100 1.0 0.0025 100 3464 -26 2279.89773323927 2261.3807911455856 50 GTEX 1 100 100 1.0 0.0025 100 3464 -27 2280.945350976583 2262.874909955739 50 GTEX 1 100 100 1.0 0.0025 100 3464 -28 2279.442294254466 2264.9688033767525 50 GTEX 1 100 100 1.0 0.0025 100 3464 -29 2278.8293197855874 2257.8078204833055 50 GTEX 1 100 100 1.0 0.0025 100 3464 -30 2277.762887102278 2258.718937050707 50 GTEX 1 100 100 1.0 0.0025 100 3464 -31 2277.37779793357 2254.5744870262 50 GTEX 1 100 100 1.0 0.0025 100 3464 -32 2278.1351060344487 2257.0956641367634 50 GTEX 1 100 100 1.0 0.0025 100 3464 -33 2277.2712632893786 2256.2876872363654 50 GTEX 1 100 100 1.0 0.0025 100 3464 -34 2277.37037976697 2258.3056380703424 50 GTEX 1 100 100 1.0 0.0025 100 3464 -35 2277.4189189049794 2256.653376009981 50 GTEX 1 100 100 1.0 0.0025 100 3464 -36 2276.996970639582 2266.604550669855 50 GTEX 1 100 100 1.0 0.0025 100 3464 -37 2276.6741710101537 2255.0326698216195 50 GTEX 1 100 100 1.0 0.0025 100 3464 -38 2276.5597119950385 2256.3882188688212 50 GTEX 1 100 100 1.0 0.0025 100 3464 -39 2275.97223329126 2259.070396510367 50 GTEX 1 100 100 1.0 0.0025 100 3464 -40 2275.6710554126753 2255.095813591671 50 GTEX 1 100 100 1.0 0.0025 100 3464 -41 2275.450484737897 2258.3701037272754 50 GTEX 1 100 100 1.0 0.0025 100 3464 -42 2275.514742772179 2254.398405009803 50 GTEX 1 100 100 1.0 0.0025 100 3464 -43 2275.246099552434 2256.4363387075214 50 GTEX 1 100 100 1.0 0.0025 100 3464 -44 2275.2833575986815 2253.9620231367335 50 GTEX 1 100 100 1.0 0.0025 100 3464 -45 2275.3282403523835 2254.1039960157736 50 GTEX 1 100 100 1.0 0.0025 100 3464 -46 2274.9160932486698 2251.804823030537 50 GTEX 1 100 100 1.0 0.0025 100 3464 -47 2274.636063693909 2252.886932721156 50 GTEX 1 100 100 1.0 0.0025 100 3464 -48 2273.790585032836 2256.0725051241684 50 GTEX 1 100 100 1.0 0.0025 100 3464 -49 2275.348595083786 2257.9545703496315 50 GTEX 1 100 100 1.0 0.0025 100 3464 -50 2274.1543220188796 2262.3302076216432 50 GTEX 1 100 100 1.0 0.0025 100 3464 -51 2274.062364197261 2253.5120046637358 50 GTEX 1 100 100 1.0 0.0025 100 3464 -52 2275.6563243227297 2252.0723663446115 50 GTEX 1 100 100 1.0 0.0025 100 3464 -53 2275.425292143515 2255.7359800157437 50 GTEX 1 100 100 1.0 0.0025 100 3464 -54 2274.375385023717 2252.976072826313 50 GTEX 1 100 100 1.0 0.0025 100 3464 -55 2273.3895975823916 2251.4353974200926 50 GTEX 1 100 100 1.0 0.0025 100 3464 -56 2274.731839903786 2249.776624324204 50 GTEX 1 100 100 1.0 0.0025 100 3464 -57 2273.459826527345 2251.204966730038 50 GTEX 1 100 100 1.0 0.0025 100 3464 -58 2273.2426621390837 2250.190834886674 50 GTEX 1 100 100 1.0 0.0025 100 3464 -59 2273.7608525111077 2251.706244523081 50 GTEX 1 100 100 1.0 0.0025 100 3464 -60 2273.268236043625 2252.9763364610562 50 GTEX 1 100 100 1.0 0.0025 100 3464 -61 2272.3112547719215 2254.465843519784 50 GTEX 1 100 100 1.0 0.0025 100 3464 -62 2273.896913110385 2251.4700653888426 50 GTEX 1 100 100 1.0 0.0025 100 3464 -63 2272.5339608196978 2255.096211364514 50 GTEX 1 100 100 1.0 0.0025 100 3464 -64 2274.1016579951656 2254.843181885694 50 GTEX 1 100 100 1.0 0.0025 100 3464 -65 2273.7980549571457 2251.358825915667 50 GTEX 1 100 100 1.0 0.0025 100 3464 -66 2272.9472042223565 2250.4405206600522 50 GTEX 1 100 100 1.0 0.0025 100 3464 -67 2272.5749781209565 2250.5602117618228 50 GTEX 1 100 100 1.0 0.0025 100 3464 -68 2272.547221495557 2251.550177396477 50 GTEX 1 100 100 1.0 0.0025 100 3464 -69 2272.569511996235 2257.3341607503567 50 GTEX 1 100 100 1.0 0.0025 100 3464 -70 2272.520894873516 2252.6520620135752 50 GTEX 1 100 100 1.0 0.0025 100 3464 -71 2273.4386211849383 2250.0043982444154 50 GTEX 1 100 100 1.0 0.0025 100 3464 -72 2272.8770308260355 2250.818233591522 50 GTEX 1 100 100 1.0 0.0025 100 3464 -73 2271.9856000098202 2249.8878016018593 50 GTEX 1 100 100 1.0 0.0025 100 3464 -74 2272.345506951161 2251.993905303143 50 GTEX 1 100 100 1.0 0.0025 100 3464 -75 2272.3013278134736 2249.673379296132 50 GTEX 1 100 100 1.0 0.0025 100 3464 -76 2271.6371655631897 2254.7212517451876 50 GTEX 1 100 100 1.0 0.0025 100 3464 -77 2273.216374354666 2251.186669179242 50 GTEX 1 100 100 1.0 0.0025 100 3464 -78 2272.146253850753 2250.4095301174843 50 GTEX 1 100 100 1.0 0.0025 100 3464 -79 2272.176496754557 2248.989423512506 50 GTEX 1 100 100 1.0 0.0025 100 3464 -80 2272.5422981433862 2250.9767402677935 50 GTEX 1 100 100 1.0 0.0025 100 3464 -81 2272.4997785275496 2251.9987899722255 50 GTEX 1 100 100 1.0 0.0025 100 3464 -82 2271.7432048084793 2250.4570075785705 50 GTEX 1 100 100 1.0 0.0025 100 3464 -83 2272.453364937084 2251.035971753951 50 GTEX 1 100 100 1.0 0.0025 100 3464 -84 2271.928715476293 2248.3401245581335 50 GTEX 1 100 100 1.0 0.0025 100 3464 -85 2273.89983885223 2251.7300435925617 50 GTEX 1 100 100 1.0 0.0025 100 3464 -86 2272.493095593781 2251.8621923642468 50 GTEX 1 100 100 1.0 0.0025 100 3464 -87 2271.4964708566185 2248.7085439007546 50 GTEX 1 100 100 1.0 0.0025 100 3464 -88 2272.9055958722984 2250.252989562292 50 GTEX 1 100 100 1.0 0.0025 100 3464 -89 2271.6849217336785 2250.016197291617 50 GTEX 1 100 100 1.0 0.0025 100 3464 -90 2271.785701446678 2249.372642604117 50 GTEX 1 100 100 1.0 0.0025 100 3464 -91 2272.125017123627 2259.635887000951 50 GTEX 1 100 100 1.0 0.0025 100 3464 -92 2272.501266838921 2256.655419179242 50 GTEX 1 100 100 1.0 0.0025 100 3464 -93 2272.2952900329765 2248.578525093572 50 GTEX 1 100 100 1.0 0.0025 100 3464 -94 2271.316187304832 2252.811024016754 50 GTEX 1 100 100 1.0 0.0025 100 3464 -95 2271.5760740072838 2253.367425606731 50 GTEX 1 100 100 1.0 0.0025 100 3464 -96 2271.972072860413 2250.5059229629574 50 GTEX 1 100 100 1.0 0.0025 100 3464 -97 2272.220376615604 2251.1505827813094 50 GTEX 1 100 100 1.0 0.0025 100 3464 -98 2272.4367692028063 2250.646661678648 50 GTEX 1 100 100 1.0 0.0025 100 3464 -99 2271.749192017543 2252.206244523081 50 GTEX 1 100 100 1.0 0.0025 100 3464 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 6e7a783b9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2647.6840073732687 2487.764047368851 50 GTEX 1 50 100 0.5 0.0025 100 2624 -1 2388.6260786853345 2344.490542567728 50 GTEX 1 50 100 0.5 0.0025 100 2624 -2 2350.963126668006 2315.3235229956335 50 GTEX 1 50 100 0.5 0.0025 100 2624 -3 2335.3310643066457 2296.365202813094 50 GTEX 1 50 100 0.5 0.0025 100 2624 -4 2325.3753047953996 2299.248087255674 50 GTEX 1 50 100 0.5 0.0025 100 2624 -5 2318.0166229154565 2299.256542133288 50 GTEX 1 50 100 0.5 0.0025 100 2624 -6 2312.6239115149997 2284.6597515149715 50 GTEX 1 50 100 0.5 0.0025 100 2624 -7 2307.312936936158 2277.9355886481108 50 GTEX 1 50 100 0.5 0.0025 100 2624 -8 2303.5208546948857 2273.8457996673005 50 GTEX 1 50 100 0.5 0.0025 100 2624 -9 2300.365121653053 2273.8427850411417 50 GTEX 1 50 100 0.5 0.0025 100 2624 -10 2299.172247000477 2270.412257901616 50 GTEX 1 50 100 0.5 0.0025 100 2624 -11 2295.6852882669737 2267.1763734998813 50 GTEX 1 50 100 0.5 0.0025 100 2624 -12 2295.085325510862 2268.030721338076 50 GTEX 1 50 100 0.5 0.0025 100 2624 -13 2292.738621143677 2268.1452126158506 50 GTEX 1 50 100 0.5 0.0025 100 2624 -14 2291.313854210679 2266.347908745247 50 GTEX 1 50 100 0.5 0.0025 100 2624 -15 2289.359243400802 2262.8319504886526 50 GTEX 1 50 100 0.5 0.0025 100 2624 -16 2289.1601782734597 2259.9755084251724 50 GTEX 1 50 100 0.5 0.0025 100 2624 -17 2287.9123420912774 2263.3662958761583 50 GTEX 1 50 100 0.5 0.0025 100 2624 -18 2286.7932266359458 2261.057319205977 50 GTEX 1 50 100 0.5 0.0025 100 2624 -19 2285.2002243504576 2257.8459356619833 50 GTEX 1 50 100 0.5 0.0025 100 2624 -20 2284.504869015602 2257.2801170204075 50 GTEX 1 50 100 0.5 0.0025 100 2624 -21 2284.0192342943333 2259.7077158648704 50 GTEX 1 50 100 0.5 0.0025 100 2624 -22 2284.3620065713467 2257.5851944027745 50 GTEX 1 50 100 0.5 0.0025 100 2624 -23 2282.629129398709 2262.76944213403 50 GTEX 1 50 100 0.5 0.0025 100 2624 -24 2282.175615970897 2258.035802804925 50 GTEX 1 50 100 0.5 0.0025 100 2624 -25 2281.6029587976655 2254.533586973473 50 GTEX 1 50 100 0.5 0.0025 100 2624 -26 2281.324262177993 2259.3285042070165 50 GTEX 1 50 100 0.5 0.0025 100 2624 -27 2280.9422014413144 2255.8908566086916 50 GTEX 1 50 100 0.5 0.0025 100 2624 -28 2279.9144653952135 2254.7753038297587 50 GTEX 1 50 100 0.5 0.0025 100 2624 -29 2279.5193771631475 2251.7371877227897 50 GTEX 1 50 100 0.5 0.0025 100 2624 -30 2279.2466444138604 2257.4094228998338 50 GTEX 1 50 100 0.5 0.0025 100 2624 -31 2278.230350251408 2251.8998874910885 50 GTEX 1 50 100 0.5 0.0025 100 2624 -32 2279.6227750890016 2254.3398405009802 50 GTEX 1 50 100 0.5 0.0025 100 2624 -33 2277.4279601025682 2252.2944572651795 50 GTEX 1 50 100 0.5 0.0025 100 2624 -34 2278.358741812637 2252.2376179858306 50 GTEX 1 50 100 0.5 0.0025 100 2624 -35 2277.595371844714 2251.2002718965364 50 GTEX 1 50 100 0.5 0.0025 100 2624 -36 2276.7099481721457 2257.5587339219937 50 GTEX 1 50 100 0.5 0.0025 100 2624 -37 2277.7152216302766 2250.847362445788 50 GTEX 1 50 100 0.5 0.0025 100 2624 -38 2276.5566171573787 2249.44551208264 50 GTEX 1 50 100 0.5 0.0025 100 2624 -39 2276.7988330506214 2249.6841131290103 50 GTEX 1 50 100 0.5 0.0025 100 2624 -40 2275.5598598668403 2251.490655819273 50 GTEX 1 50 100 0.5 0.0025 100 2624 -41 2275.767285579183 2254.973687117544 50 GTEX 1 50 100 0.5 0.0025 100 2624 -42 2275.5978061333117 2250.1359556945104 50 GTEX 1 50 100 0.5 0.0025 100 2624 -43 2276.2884698523076 2251.7198625571828 50 GTEX 1 50 100 0.5 0.0025 100 2624 -44 2275.4604594310335 2251.30147236291 50 GTEX 1 50 100 0.5 0.0025 100 2624 -45 2276.829426421426 2252.5904327508615 50 GTEX 1 50 100 0.5 0.0025 100 2624 -46 2275.5726596747254 2247.212770875416 50 GTEX 1 50 100 0.5 0.0025 100 2624 -47 2274.424826839903 2254.7895860563212 50 GTEX 1 50 100 0.5 0.0025 100 2624 -48 2274.4974670958163 2246.7538213113417 50 GTEX 1 50 100 0.5 0.0025 100 2624 -49 2274.603689672225 2247.3123598280063 50 GTEX 1 50 100 0.5 0.0025 100 2624 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index b6107fd4f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2649.0097722010914 2485.192648303826 50 GTEX 1 50 100 0.0 0.0025 100 1067 -1 2385.1720992060414 2387.3056380703424 50 GTEX 1 50 100 0.0 0.0025 100 1067 -2 2348.99015014945 2344.6602124116266 50 GTEX 1 50 100 0.0 0.0025 100 1067 -3 2332.215861728983 2329.853161017704 50 GTEX 1 50 100 0.0 0.0025 100 1067 -4 2321.7504300248147 2329.063724880436 50 GTEX 1 50 100 0.0 0.0025 100 1067 -5 2314.4437502269398 2315.98488045464 50 GTEX 1 50 100 0.0 0.0025 100 1067 -6 2309.2225771048033 2310.130944777804 50 GTEX 1 50 100 0.0 0.0025 100 1067 -7 2305.1797464269384 2306.9001000698076 50 GTEX 1 50 100 0.0 0.0025 100 1067 -8 2302.141152840954 2323.1888339546695 50 GTEX 1 50 100 0.0 0.0025 100 1067 -9 2299.2663031110947 2306.805038858276 50 GTEX 1 50 100 0.0 0.0025 100 1067 -10 2295.629095099878 2300.747019720621 50 GTEX 1 50 100 0.0 0.0025 100 1067 -11 2292.523858524595 2300.5125347180965 50 GTEX 1 50 100 0.0 0.0025 100 1067 -12 2292.096987525954 2297.8314946975997 50 GTEX 1 50 100 0.0 0.0025 100 1067 -13 2290.283356825024 2294.8642703444334 50 GTEX 1 50 100 0.0 0.0025 100 1067 -14 2288.6084289969845 2291.4332052600703 50 GTEX 1 50 100 0.0 0.0025 100 1067 -15 2287.0962709640644 2295.050412718334 50 GTEX 1 50 100 0.0 0.0025 100 1067 -16 2285.683156736476 2301.733005770259 50 GTEX 1 50 100 0.0 0.0025 100 1067 -17 2284.5705344624334 2289.79803397175 50 GTEX 1 50 100 0.0 0.0025 100 1067 -18 2283.377361719493 2287.2690248670688 50 GTEX 1 50 100 0.0 0.0025 100 1067 -19 2282.6914151986425 2291.430418529438 50 GTEX 1 50 100 0.0 0.0025 100 1067 -20 2282.6230815864483 2286.4720305816304 50 GTEX 1 50 100 0.0 0.0025 100 1067 -21 2280.892934781263 2285.603878122772 50 GTEX 1 50 100 0.0 0.0025 100 1067 -22 2280.6521592583945 2286.894301497891 50 GTEX 1 50 100 0.0 0.0025 100 1067 -23 2281.5492364100296 2286.4637998863773 50 GTEX 1 50 100 0.0 0.0025 100 1067 -24 2279.6845430539556 2291.626477839829 50 GTEX 1 50 100 0.0 0.0025 100 1067 -25 2279.0482743407197 2283.686534576996 50 GTEX 1 50 100 0.0 0.0025 100 1067 -26 2277.800332863706 2285.646600875564 50 GTEX 1 50 100 0.0 0.0025 100 1067 -27 2278.886821027566 2283.115381509179 50 GTEX 1 50 100 0.0 0.0025 100 1067 -28 2276.9342838527914 2283.3781492284043 50 GTEX 1 50 100 0.0 0.0025 100 1067 -29 2276.6382301937406 2284.140329339205 50 GTEX 1 50 100 0.0 0.0025 100 1067 -30 2276.398995745707 2285.57682864113 50 GTEX 1 50 100 0.0 0.0025 100 1067 -31 2275.958477706482 2281.857075158181 50 GTEX 1 50 100 0.0 0.0025 100 1067 -32 2275.054029142969 2280.2088465237343 50 GTEX 1 50 100 0.0 0.0025 100 1067 -33 2275.279503596374 2295.6167196411598 50 GTEX 1 50 100 0.0 0.0025 100 1067 -34 2274.3218706210964 2281.286460963492 50 GTEX 1 50 100 0.0 0.0025 100 1067 -35 2274.709521113019 2285.8378293577707 50 GTEX 1 50 100 0.0 0.0025 100 1067 -36 2273.7774433455525 2289.0665208939818 50 GTEX 1 50 100 0.0 0.0025 100 1067 -37 2274.9340002040394 2278.316112445788 50 GTEX 1 50 100 0.0 0.0025 100 1067 -38 2274.393617018533 2280.2164288074796 50 GTEX 1 50 100 0.0 0.0025 100 1067 -39 2273.5554359108037 2277.7721657408506 50 GTEX 1 50 100 0.0 0.0025 100 1067 -40 2273.0439594446498 2284.2434328028457 50 GTEX 1 50 100 0.0 0.0025 100 1067 -41 2272.9460905418987 2277.464653914419 50 GTEX 1 50 100 0.0 0.0025 100 1067 -42 2273.34809370193 2277.2527774477185 50 GTEX 1 50 100 0.0 0.0025 100 1067 -43 2271.98371019582 2284.171391824352 50 GTEX 1 50 100 0.0 0.0025 100 1067 -44 2272.5481464808677 2290.1609439052104 50 GTEX 1 50 100 0.0 0.0025 100 1067 -45 2272.552059513268 2279.720347589413 50 GTEX 1 50 100 0.0 0.0025 100 1067 -46 2272.0384000167937 2276.8634604102303 50 GTEX 1 50 100 0.0 0.0025 100 1067 -47 2272.7657434212265 2280.4099186074145 50 GTEX 1 50 100 0.0 0.0025 100 1067 -48 2272.7925727919187 2276.288970135011 50 GTEX 1 50 100 0.0 0.0025 100 1067 -49 2272.0904360624404 2283.426866422588 50 GTEX 1 50 100 0.0 0.0025 100 1067 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index b39dee3f8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.0025lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2648.751270810364 2416.3991694577294 50 GTEX 1 50 100 1.0 0.0025 100 4326 -1 2388.5400978604957 2352.33125427014 50 GTEX 1 50 100 1.0 0.0025 100 4326 -2 2351.740356690304 2331.2705444800085 50 GTEX 1 50 100 1.0 0.0025 100 4326 -3 2334.652421786287 2311.6762194035173 50 GTEX 1 50 100 1.0 0.0025 100 4326 -4 2323.8535511358946 2301.6633036218213 50 GTEX 1 50 100 1.0 0.0025 100 4326 -5 2315.118883306403 2300.4235937314343 50 GTEX 1 50 100 1.0 0.0025 100 4326 -6 2309.976996908876 2292.861803410171 50 GTEX 1 50 100 1.0 0.0025 100 4326 -7 2306.956372093522 2294.469721456898 50 GTEX 1 50 100 1.0 0.0025 100 4326 -8 2303.582300018733 2294.162685843928 50 GTEX 1 50 100 1.0 0.0025 100 4326 -9 2299.89252252479 2289.884264347671 50 GTEX 1 50 100 1.0 0.0025 100 4326 -10 2296.9320251845224 2279.5344205791052 50 GTEX 1 50 100 1.0 0.0025 100 4326 -11 2295.462359147854 2282.372275000743 50 GTEX 1 50 100 1.0 0.0025 100 4326 -12 2293.894377524188 2277.4278179212215 50 GTEX 1 50 100 1.0 0.0025 100 4326 -13 2291.236497401335 2275.864960064906 50 GTEX 1 50 100 1.0 0.0025 100 4326 -14 2290.8747006717826 2273.7207291171576 50 GTEX 1 50 100 1.0 0.0025 100 4326 -15 2288.1197515052286 2270.823316450808 50 GTEX 1 50 100 1.0 0.0025 100 4326 -16 2287.5173176601947 2274.0019280611336 50 GTEX 1 50 100 1.0 0.0025 100 4326 -17 2286.695817750145 2269.3609308163022 50 GTEX 1 50 100 1.0 0.0025 100 4326 -18 2286.00329704603 2279.293384160379 50 GTEX 1 50 100 1.0 0.0025 100 4326 -19 2284.4111395949003 2266.731922454254 50 GTEX 1 50 100 1.0 0.0025 100 4326 -20 2283.8602006476444 2277.45354458769 50 GTEX 1 50 100 1.0 0.0025 100 4326 -21 2283.4639355272757 2266.6644811593987 50 GTEX 1 50 100 1.0 0.0025 100 4326 -22 2282.6010594418854 2270.304778936698 50 GTEX 1 50 100 1.0 0.0025 100 4326 -23 2281.6173307298545 2270.5639755191005 50 GTEX 1 50 100 1.0 0.0025 100 4326 -24 2281.944225201275 2265.4060810509745 50 GTEX 1 50 100 1.0 0.0025 100 4326 -25 2280.996332423443 2267.0328721891337 50 GTEX 1 50 100 1.0 0.0025 100 4326 -26 2281.4379515325027 2269.1229229481046 50 GTEX 1 50 100 1.0 0.0025 100 4326 -27 2278.9125878050068 2268.617937095265 50 GTEX 1 50 100 1.0 0.0025 100 4326 -28 2278.9410734223984 2267.8963479161716 50 GTEX 1 50 100 1.0 0.0025 100 4326 -29 2278.432572727963 2268.4726757441185 50 GTEX 1 50 100 1.0 0.0025 100 4326 -30 2278.4172919541234 2262.0535187811906 50 GTEX 1 50 100 1.0 0.0025 100 4326 -31 2277.989714296413 2265.1983624012296 50 GTEX 1 50 100 1.0 0.0025 100 4326 -32 2277.0433511690694 2263.4692234285885 50 GTEX 1 50 100 1.0 0.0025 100 4326 -33 2276.7663309112 2264.1874679739485 50 GTEX 1 50 100 1.0 0.0025 100 4326 -34 2278.1959310910183 2263.1617208850703 50 GTEX 1 50 100 1.0 0.0025 100 4326 -35 2277.429671846323 2263.4554991051273 50 GTEX 1 50 100 1.0 0.0025 100 4326 -36 2275.8311610912415 2261.7176290881953 50 GTEX 1 50 100 1.0 0.0025 100 4326 -37 2275.6317830450926 2262.649156925796 50 GTEX 1 50 100 1.0 0.0025 100 4326 -38 2276.0498839874285 2258.891481812916 50 GTEX 1 50 100 1.0 0.0025 100 4326 -39 2276.9501507498085 2271.7865579699383 50 GTEX 1 50 100 1.0 0.0025 100 4326 -40 2275.7262747508616 2265.622014615019 50 GTEX 1 50 100 1.0 0.0025 100 4326 -41 2276.0278815453516 2260.9436397189875 50 GTEX 1 50 100 1.0 0.0025 100 4326 -42 2274.8020797057375 2261.221663906547 50 GTEX 1 50 100 1.0 0.0025 100 4326 -43 2275.2901008777612 2258.626393829462 50 GTEX 1 50 100 1.0 0.0025 100 4326 -44 2274.060065221419 2259.845945873188 50 GTEX 1 50 100 1.0 0.0025 100 4326 -45 2273.51424933321 2267.4237376165934 50 GTEX 1 50 100 1.0 0.0025 100 4326 -46 2274.2139582470277 2259.7360765580443 50 GTEX 1 50 100 1.0 0.0025 100 4326 -47 2275.619977929089 2263.9113045463996 50 GTEX 1 50 100 1.0 0.0025 100 4326 -48 2273.737253600294 2258.072889436787 50 GTEX 1 50 100 1.0 0.0025 100 4326 -49 2274.2232817781505 2256.132080078125 50 GTEX 1 50 100 1.0 0.0025 100 4326 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 18c017c3c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2888.9712446596977 2992.082630926212 100 GTEX 1 100 100 0.5 0.002 100 1884 -1 2447.3987335788547 2492.2679485132485 100 GTEX 1 100 100 0.5 0.002 100 1884 -2 2398.081106470998 2405.1022782126306 100 GTEX 1 100 100 0.5 0.002 100 1884 -3 2369.797745648742 2379.0130072183933 100 GTEX 1 100 100 0.5 0.002 100 1884 -4 2353.015670800544 2362.848303269071 100 GTEX 1 100 100 0.5 0.002 100 1884 -5 2340.0385466507423 2351.6915584897815 100 GTEX 1 100 100 0.5 0.002 100 1884 -6 2331.5231250195993 2346.4261776304065 100 GTEX 1 100 100 0.5 0.002 100 1884 -7 2325.763312536723 2347.6764524046457 100 GTEX 1 100 100 0.5 0.002 100 1884 -8 2321.554135469344 2338.6323622786954 100 GTEX 1 100 100 0.5 0.002 100 1884 -9 2316.405365348051 2331.784302221958 100 GTEX 1 100 100 0.5 0.002 100 1884 -10 2311.930042505793 2326.3013447228495 100 GTEX 1 100 100 0.5 0.002 100 1884 -11 2309.7684960442357 2321.584606330204 100 GTEX 1 100 100 0.5 0.002 100 1884 -12 2305.880245013311 2324.370860748871 100 GTEX 1 100 100 0.5 0.002 100 1884 -13 2302.953597060224 2319.582341299311 100 GTEX 1 100 100 0.5 0.002 100 1884 -14 2300.584275863485 2316.144588804064 100 GTEX 1 100 100 0.5 0.002 100 1884 -15 2298.356181520966 2325.365545352602 100 GTEX 1 100 100 0.5 0.002 100 1884 -16 2297.119882330769 2314.5478218571766 100 GTEX 1 100 100 0.5 0.002 100 1884 -17 2294.7371346890845 2307.4440323862286 100 GTEX 1 100 100 0.5 0.002 100 1884 -18 2292.478014165778 2307.580345472909 100 GTEX 1 100 100 0.5 0.002 100 1884 -19 2290.8023048917457 2307.374357622386 100 GTEX 1 100 100 0.5 0.002 100 1884 -20 2289.6794716236745 2307.8406727141755 100 GTEX 1 100 100 0.5 0.002 100 1884 -21 2288.3191214795474 2319.9338518149953 100 GTEX 1 100 100 0.5 0.002 100 1884 -22 2287.519696812777 2305.502638204016 100 GTEX 1 100 100 0.5 0.002 100 1884 -23 2285.8148151710793 2302.9132669543133 100 GTEX 1 100 100 0.5 0.002 100 1884 -24 2283.9445524327516 2302.5485004381535 100 GTEX 1 100 100 0.5 0.002 100 1884 -25 2283.555330564395 2304.497115798776 100 GTEX 1 100 100 0.5 0.002 100 1884 -26 2282.5165772954324 2302.4601215319035 100 GTEX 1 100 100 0.5 0.002 100 1884 -27 2281.945903007239 2299.931540369534 100 GTEX 1 100 100 0.5 0.002 100 1884 -28 2281.3020614216243 2299.9566552920032 100 GTEX 1 100 100 0.5 0.002 100 1884 -29 2279.7960572178768 2295.296731114841 100 GTEX 1 100 100 0.5 0.002 100 1884 -30 2278.531476836478 2297.0617750044557 100 GTEX 1 100 100 0.5 0.002 100 1884 -31 2278.3412266375963 2293.597966299311 100 GTEX 1 100 100 0.5 0.002 100 1884 -32 2277.249026686863 2295.167924192015 100 GTEX 1 100 100 0.5 0.002 100 1884 -33 2276.736851401373 2296.8873704105276 100 GTEX 1 100 100 0.5 0.002 100 1884 -34 2276.7606211100483 2297.7445611409817 100 GTEX 1 100 100 0.5 0.002 100 1884 -35 2275.481126668625 2293.304886154349 100 GTEX 1 100 100 0.5 0.002 100 1884 -36 2275.0868602159144 2289.9066872252256 100 GTEX 1 100 100 0.5 0.002 100 1884 -37 2274.1843086356307 2294.763727572481 100 GTEX 1 100 100 0.5 0.002 100 1884 -38 2273.9442088770943 2289.9702222700807 100 GTEX 1 100 100 0.5 0.002 100 1884 -39 2273.4185094594627 2290.0989382203543 100 GTEX 1 100 100 0.5 0.002 100 1884 -40 2272.9692301320542 2290.799440797291 100 GTEX 1 100 100 0.5 0.002 100 1884 -41 2272.7894765616747 2288.4152980557865 100 GTEX 1 100 100 0.5 0.002 100 1884 -42 2272.142629031686 2288.6953858350166 100 GTEX 1 100 100 0.5 0.002 100 1884 -43 2271.78640493375 2290.290040919083 100 GTEX 1 100 100 0.5 0.002 100 1884 -44 2270.8677481440463 2286.7323392570697 100 GTEX 1 100 100 0.5 0.002 100 1884 -45 2270.4842821610596 2286.3243255035054 100 GTEX 1 100 100 0.5 0.002 100 1884 -46 2270.8136348528938 2288.6343154036954 100 GTEX 1 100 100 0.5 0.002 100 1884 -47 2270.4647386872657 2291.0246229280538 100 GTEX 1 100 100 0.5 0.002 100 1884 -48 2269.6502484009006 2287.368371071471 100 GTEX 1 100 100 0.5 0.002 100 1884 -49 2269.2548750501333 2290.2015311237524 100 GTEX 1 100 100 0.5 0.002 100 1884 -50 2269.22690930502 2286.9353964918014 100 GTEX 1 100 100 0.5 0.002 100 1884 -51 2268.7910372100537 2284.0717727022934 100 GTEX 1 100 100 0.5 0.002 100 1884 -52 2268.4486957573017 2285.0929544543133 100 GTEX 1 100 100 0.5 0.002 100 1884 -53 2268.4621653723543 2287.370139466492 100 GTEX 1 100 100 0.5 0.002 100 1884 -54 2267.5700347310476 2284.4257821782912 100 GTEX 1 100 100 0.5 0.002 100 1884 -55 2268.0869495218176 2296.8980355498456 100 GTEX 1 100 100 0.5 0.002 100 1884 -56 2267.0130415759595 2285.2389319822364 100 GTEX 1 100 100 0.5 0.002 100 1884 -57 2267.040268709935 2286.300601161478 100 GTEX 1 100 100 0.5 0.002 100 1884 -58 2266.285707687518 2282.3903687915877 100 GTEX 1 100 100 0.5 0.002 100 1884 -59 2267.8135281912664 2285.765678840898 100 GTEX 1 100 100 0.5 0.002 100 1884 -60 2265.992988390594 2285.355855847493 100 GTEX 1 100 100 0.5 0.002 100 1884 -61 2265.383949880176 2283.0822131951045 100 GTEX 1 100 100 0.5 0.002 100 1884 -62 2265.5538690989506 2282.1703284666114 100 GTEX 1 100 100 0.5 0.002 100 1884 -63 2265.4348050144995 2284.085480780656 100 GTEX 1 100 100 0.5 0.002 100 1884 -64 2265.1222616896603 2281.231742365732 100 GTEX 1 100 100 0.5 0.002 100 1884 -65 2264.8450573785913 2281.371005562322 100 GTEX 1 100 100 0.5 0.002 100 1884 -66 2265.584067517429 2285.6299459363117 100 GTEX 1 100 100 0.5 0.002 100 1884 -67 2264.7345815150657 2285.8988840081392 100 GTEX 1 100 100 0.5 0.002 100 1884 -68 2265.695612550298 2289.7791288542658 100 GTEX 1 100 100 0.5 0.002 100 1884 -69 2264.0069566281227 2281.2298523645436 100 GTEX 1 100 100 0.5 0.002 100 1884 -70 2263.306357620963 2280.5659680964827 100 GTEX 1 100 100 0.5 0.002 100 1884 -71 2263.9739061200253 2281.658532668429 100 GTEX 1 100 100 0.5 0.002 100 1884 -72 2263.6243150807163 2283.6138957788735 100 GTEX 1 100 100 0.5 0.002 100 1884 -73 2263.344617347802 2281.776651244653 100 GTEX 1 100 100 0.5 0.002 100 1884 -74 2262.6978629662167 2285.204258443738 100 GTEX 1 100 100 0.5 0.002 100 1884 -75 2263.6580932913757 2280.849168436609 100 GTEX 1 100 100 0.5 0.002 100 1884 -76 2264.890961205908 2280.867110451818 100 GTEX 1 100 100 0.5 0.002 100 1884 -77 2263.016434194521 2279.6074469388664 100 GTEX 1 100 100 0.5 0.002 100 1884 -78 2262.170617058144 2281.538963172826 100 GTEX 1 100 100 0.5 0.002 100 1884 -79 2262.083320009226 2283.746427934886 100 GTEX 1 100 100 0.5 0.002 100 1884 -80 2263.4209225240475 2281.200850686193 100 GTEX 1 100 100 0.5 0.002 100 1884 -81 2261.979830482284 2282.9690034235387 100 GTEX 1 100 100 0.5 0.002 100 1884 -82 2261.9430800845207 2281.5822679642943 100 GTEX 1 100 100 0.5 0.002 100 1884 -83 2262.20538841337 2279.3162809306677 100 GTEX 1 100 100 0.5 0.002 100 1884 -84 2262.094495599847 2278.074052585848 100 GTEX 1 100 100 0.5 0.002 100 1884 -85 2261.928904119862 2288.8927869905538 100 GTEX 1 100 100 0.5 0.002 100 1884 -86 2262.1581995403853 2281.4240787636645 100 GTEX 1 100 100 0.5 0.002 100 1884 -87 2261.804824256917 2277.958097856761 100 GTEX 1 100 100 0.5 0.002 100 1884 -88 2261.7829266196886 2279.8928315485387 100 GTEX 1 100 100 0.5 0.002 100 1884 -89 2261.497506629732 2279.7464975567373 100 GTEX 1 100 100 0.5 0.002 100 1884 -90 2260.584358722239 2277.4508998856345 100 GTEX 1 100 100 0.5 0.002 100 1884 -91 2260.330866637068 2277.6027841314162 100 GTEX 1 100 100 0.5 0.002 100 1884 -92 2261.9802531315604 2277.4794513426805 100 GTEX 1 100 100 0.5 0.002 100 1884 -93 2261.599344732442 2277.729516323075 100 GTEX 1 100 100 0.5 0.002 100 1884 -94 2261.263947271402 2277.236163817431 100 GTEX 1 100 100 0.5 0.002 100 1884 -95 2260.449006097249 2280.181274878208 100 GTEX 1 100 100 0.5 0.002 100 1884 -96 2261.4163492778366 2278.352360830561 100 GTEX 1 100 100 0.5 0.002 100 1884 -97 2261.4040159856277 2279.002565797291 100 GTEX 1 100 100 0.5 0.002 100 1884 -98 2261.0570213935994 2281.767923449382 100 GTEX 1 100 100 0.5 0.002 100 1884 -99 2260.6240405353383 2277.891933890803 100 GTEX 1 100 100 0.5 0.002 100 1884 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 785af0162..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2891.333019829985 2752.8355875341613 100 GTEX 1 100 100 0.0 0.002 100 1113 -1 2452.4772241063943 2541.79662064817 100 GTEX 1 100 100 0.0 0.002 100 1113 -2 2399.8853637914517 2398.0926982459005 100 GTEX 1 100 100 0.0 0.002 100 1113 -3 2368.8680886050724 2368.795036054836 100 GTEX 1 100 100 0.0 0.002 100 1113 -4 2352.9995594018615 2358.723537198491 100 GTEX 1 100 100 0.0 0.002 100 1113 -5 2341.7428312348984 2343.2246019486693 100 GTEX 1 100 100 0.0 0.002 100 1113 -6 2332.641885469138 2335.4941656888664 100 GTEX 1 100 100 0.0 0.002 100 1113 -7 2325.446085074717 2337.204044008436 100 GTEX 1 100 100 0.0 0.002 100 1113 -8 2321.66895008339 2333.22063443144 100 GTEX 1 100 100 0.0 0.002 100 1113 -9 2316.4447138177766 2323.255285690946 100 GTEX 1 100 100 0.0 0.002 100 1113 -10 2313.8008711232524 2316.825609330442 100 GTEX 1 100 100 0.0 0.002 100 1113 -11 2309.4902638513636 2326.4096243390563 100 GTEX 1 100 100 0.0 0.002 100 1113 -12 2307.063074544099 2315.7244729161716 100 GTEX 1 100 100 0.0 0.002 100 1113 -13 2303.886915878017 2313.193566383971 100 GTEX 1 100 100 0.0 0.002 100 1113 -14 2301.262462931474 2307.8226118776734 100 GTEX 1 100 100 0.0 0.002 100 1113 -15 2299.4115008931108 2305.128340920568 100 GTEX 1 100 100 0.0 0.002 100 1113 -16 2297.1994541225026 2306.9957326446647 100 GTEX 1 100 100 0.0 0.002 100 1113 -17 2294.9624674341626 2302.2675187143536 100 GTEX 1 100 100 0.0 0.002 100 1113 -18 2294.056826225515 2299.758890246257 100 GTEX 1 100 100 0.0 0.002 100 1113 -19 2292.453255773963 2301.5750458575926 100 GTEX 1 100 100 0.0 0.002 100 1113 -20 2290.7885486106757 2297.8715439713046 100 GTEX 1 100 100 0.0 0.002 100 1113 -21 2289.4254745462445 2295.219193723265 100 GTEX 1 100 100 0.0 0.002 100 1113 -22 2287.1839609280096 2295.2483829164685 100 GTEX 1 100 100 0.0 0.002 100 1113 -23 2287.319155855744 2297.1906905373694 100 GTEX 1 100 100 0.0 0.002 100 1113 -24 2286.0836097956635 2295.1822579387476 100 GTEX 1 100 100 0.0 0.002 100 1113 -25 2284.230746802627 2290.028521751723 100 GTEX 1 100 100 0.0 0.002 100 1113 -26 2283.1478578239708 2298.727461086027 100 GTEX 1 100 100 0.0 0.002 100 1113 -27 2282.7609340030667 2287.3627437693085 100 GTEX 1 100 100 0.0 0.002 100 1113 -28 2282.1912534267885 2290.316560346364 100 GTEX 1 100 100 0.0 0.002 100 1113 -29 2280.8514683974186 2291.434280685599 100 GTEX 1 100 100 0.0 0.002 100 1113 -30 2280.2556085809174 2285.8947001990255 100 GTEX 1 100 100 0.0 0.002 100 1113 -31 2279.6322233853452 2286.299737850523 100 GTEX 1 100 100 0.0 0.002 100 1113 -32 2278.211559108284 2283.5933591893418 100 GTEX 1 100 100 0.0 0.002 100 1113 -33 2277.5995974606694 2284.099743048954 100 GTEX 1 100 100 0.0 0.002 100 1113 -34 2277.4825831052935 2289.1631564876425 100 GTEX 1 100 100 0.0 0.002 100 1113 -35 2277.0303636717927 2284.282117952412 100 GTEX 1 100 100 0.0 0.002 100 1113 -36 2276.399321197771 2281.2758714799193 100 GTEX 1 100 100 0.0 0.002 100 1113 -37 2275.4515060693975 2284.175836947481 100 GTEX 1 100 100 0.0 0.002 100 1113 -38 2274.7291386000798 2281.7318713982295 100 GTEX 1 100 100 0.0 0.002 100 1113 -39 2276.2435811930177 2287.869662324739 100 GTEX 1 100 100 0.0 0.002 100 1113 -40 2274.0186001012153 2281.6378122772103 100 GTEX 1 100 100 0.0 0.002 100 1113 -41 2273.479577367228 2280.7497734969106 100 GTEX 1 100 100 0.0 0.002 100 1113 -42 2272.638293014757 2280.8901172246315 100 GTEX 1 100 100 0.0 0.002 100 1113 -43 2271.9271333460147 2280.460534621554 100 GTEX 1 100 100 0.0 0.002 100 1113 -44 2271.448637655598 2280.3413382990734 100 GTEX 1 100 100 0.0 0.002 100 1113 -45 2271.4690164477593 2279.9325048642468 100 GTEX 1 100 100 0.0 0.002 100 1113 -46 2270.9214275420954 2279.8856242944985 100 GTEX 1 100 100 0.0 0.002 100 1113 -47 2271.9080796749977 2277.3864022026496 100 GTEX 1 100 100 0.0 0.002 100 1113 -48 2270.852529907549 2277.536289693738 100 GTEX 1 100 100 0.0 0.002 100 1113 -49 2270.0042251001837 2278.0007333501662 100 GTEX 1 100 100 0.0 0.002 100 1113 -50 2269.8280711534144 2277.9020875415877 100 GTEX 1 100 100 0.0 0.002 100 1113 -51 2269.7675734572645 2277.9445921459123 100 GTEX 1 100 100 0.0 0.002 100 1113 -52 2270.8831895550416 2276.0821250074264 100 GTEX 1 100 100 0.0 0.002 100 1113 -53 2268.7692853041735 2276.4740161968275 100 GTEX 1 100 100 0.0 0.002 100 1113 -54 2268.4456131692245 2275.11493175202 100 GTEX 1 100 100 0.0 0.002 100 1113 -55 2267.5199495152156 2276.4489495455086 100 GTEX 1 100 100 0.0 0.002 100 1113 -56 2267.980997158303 2273.1154794439162 100 GTEX 1 100 100 0.0 0.002 100 1113 -57 2267.8533313139146 2275.2114777655656 100 GTEX 1 100 100 0.0 0.002 100 1113 -58 2267.5857567477406 2274.7457679197364 100 GTEX 1 100 100 0.0 0.002 100 1113 -59 2266.5074340523743 2273.7727060064162 100 GTEX 1 100 100 0.0 0.002 100 1113 -60 2268.220179410221 2279.9869640045745 100 GTEX 1 100 100 0.0 0.002 100 1113 -61 2267.170449019662 2273.386763307985 100 GTEX 1 100 100 0.0 0.002 100 1113 -62 2266.3294337453867 2273.71965786894 100 GTEX 1 100 100 0.0 0.002 100 1113 -63 2266.479736147605 2278.995003007664 100 GTEX 1 100 100 0.0 0.002 100 1113 -64 2265.6469959691394 2275.425316176034 100 GTEX 1 100 100 0.0 0.002 100 1113 -65 2265.6209813890932 2274.420332179777 100 GTEX 1 100 100 0.0 0.002 100 1113 -66 2266.3428186449064 2273.6024016753804 100 GTEX 1 100 100 0.0 0.002 100 1113 -67 2265.718258624119 2271.4298926523884 100 GTEX 1 100 100 0.0 0.002 100 1113 -68 2264.7470431055326 2274.6697213640687 100 GTEX 1 100 100 0.0 0.002 100 1113 -69 2264.8372138291234 2271.1762964516993 100 GTEX 1 100 100 0.0 0.002 100 1113 -70 2264.3168551004887 2270.633246940352 100 GTEX 1 100 100 0.0 0.002 100 1113 -71 2264.765760880105 2273.524893989128 100 GTEX 1 100 100 0.0 0.002 100 1113 -72 2264.3607741859882 2273.3419546845294 100 GTEX 1 100 100 0.0 0.002 100 1113 -73 2264.45092874013 2270.8362410512714 100 GTEX 1 100 100 0.0 0.002 100 1113 -74 2264.3024868044918 2269.4292706971837 100 GTEX 1 100 100 0.0 0.002 100 1113 -75 2263.3602044643562 2271.109550447065 100 GTEX 1 100 100 0.0 0.002 100 1113 -76 2264.1986418333504 2272.2907454922174 100 GTEX 1 100 100 0.0 0.002 100 1113 -77 2263.824931056771 2271.04436490019 100 GTEX 1 100 100 0.0 0.002 100 1113 -78 2263.2856233846023 2275.780684670568 100 GTEX 1 100 100 0.0 0.002 100 1113 -79 2265.872621002149 2270.6139291973623 100 GTEX 1 100 100 0.0 0.002 100 1113 -80 2263.1706229895212 2271.8230945891755 100 GTEX 1 100 100 0.0 0.002 100 1113 -81 2263.1522780148725 2271.039760575095 100 GTEX 1 100 100 0.0 0.002 100 1113 -82 2262.720803442633 2269.1918314074383 100 GTEX 1 100 100 0.0 0.002 100 1113 -83 2262.2910051032536 2273.2427583991803 100 GTEX 1 100 100 0.0 0.002 100 1113 -84 2262.6739788335467 2270.605690611633 100 GTEX 1 100 100 0.0 0.002 100 1113 -85 2263.089816852496 2269.346701966492 100 GTEX 1 100 100 0.0 0.002 100 1113 -86 2262.694890366495 2268.9977164032794 100 GTEX 1 100 100 0.0 0.002 100 1113 -87 2262.654640946429 2274.4106454595412 100 GTEX 1 100 100 0.0 0.002 100 1113 -88 2262.1140579766807 2268.5053515996315 100 GTEX 1 100 100 0.0 0.002 100 1113 -89 2261.8126285819326 2271.7846196975997 100 GTEX 1 100 100 0.0 0.002 100 1113 -90 2262.012862732056 2268.2832207625356 100 GTEX 1 100 100 0.0 0.002 100 1113 -91 2262.4486158126583 2271.3957770169914 100 GTEX 1 100 100 0.0 0.002 100 1113 -92 2262.3057597123975 2271.1916067609313 100 GTEX 1 100 100 0.0 0.002 100 1113 -93 2262.44300101669 2272.7821912874288 100 GTEX 1 100 100 0.0 0.002 100 1113 -94 2262.0153366577238 2267.4698017540995 100 GTEX 1 100 100 0.0 0.002 100 1113 -95 2261.3028933101086 2269.9708795003567 100 GTEX 1 100 100 0.0 0.002 100 1113 -96 2262.5924322028163 2271.0238348086978 100 GTEX 1 100 100 0.0 0.002 100 1113 -97 2261.443375467083 2269.22737382664 100 GTEX 1 100 100 0.0 0.002 100 1113 -98 2262.346517864069 2268.443099453422 100 GTEX 1 100 100 0.0 0.002 100 1113 -99 2261.9226760453253 2267.4691751574383 100 GTEX 1 100 100 0.0 0.002 100 1113 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index 3067fbcd4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2892.085498836006 2897.1060285096837 100 GTEX 1 100 100 1.0 0.002 100 5354 -1 2450.572850278228 2416.835635805311 100 GTEX 1 100 100 1.0 0.002 100 5354 -2 2396.6380982077135 2379.3320461026615 100 GTEX 1 100 100 1.0 0.002 100 5354 -3 2371.5746156880477 2377.808500920865 100 GTEX 1 100 100 1.0 0.002 100 5354 -4 2353.250409239208 2353.4041288542658 100 GTEX 1 100 100 1.0 0.002 100 5354 -5 2342.2249860690013 2329.5585222715663 100 GTEX 1 100 100 1.0 0.002 100 5354 -6 2334.6722130111093 2320.885779319154 100 GTEX 1 100 100 1.0 0.002 100 5354 -7 2328.26334892443 2312.5304711635576 100 GTEX 1 100 100 1.0 0.002 100 5354 -8 2322.627586389729 2310.0204586130585 100 GTEX 1 100 100 1.0 0.002 100 5354 -9 2317.7696569436102 2308.1929277195222 100 GTEX 1 100 100 1.0 0.002 100 5354 -10 2313.853015893614 2308.6252608498694 100 GTEX 1 100 100 1.0 0.002 100 5354 -11 2311.5619718753715 2304.661852238296 100 GTEX 1 100 100 1.0 0.002 100 5354 -12 2307.7906736940245 2297.589451082759 100 GTEX 1 100 100 1.0 0.002 100 5354 -13 2304.9868839981564 2294.0412235622625 100 GTEX 1 100 100 1.0 0.002 100 5354 -14 2302.839482941773 2293.12607960284 100 GTEX 1 100 100 1.0 0.002 100 5354 -15 2300.4494977310164 2290.67717740019 100 GTEX 1 100 100 1.0 0.002 100 5354 -16 2299.5048520724954 2291.1971189549668 100 GTEX 1 100 100 1.0 0.002 100 5354 -17 2296.847303668335 2285.8720341091375 100 GTEX 1 100 100 1.0 0.002 100 5354 -18 2295.4123556302898 2294.377051523883 100 GTEX 1 100 100 1.0 0.002 100 5354 -19 2293.394426341997 2282.9752350433696 100 GTEX 1 100 100 1.0 0.002 100 5354 -20 2292.1729770498014 2286.040728782973 100 GTEX 1 100 100 1.0 0.002 100 5354 -21 2290.118567318754 2282.6586626292183 100 GTEX 1 100 100 1.0 0.002 100 5354 -22 2289.613551205008 2282.813569391635 100 GTEX 1 100 100 1.0 0.002 100 5354 -23 2288.200124187556 2287.2187453585434 100 GTEX 1 100 100 1.0 0.002 100 5354 -24 2287.3660616473258 2277.7819341507247 100 GTEX 1 100 100 1.0 0.002 100 5354 -25 2285.912993691697 2276.1317226859555 100 GTEX 1 100 100 1.0 0.002 100 5354 -26 2285.2290309842742 2276.612559967621 100 GTEX 1 100 100 1.0 0.002 100 5354 -27 2284.7354057185485 2277.5507543295507 100 GTEX 1 100 100 1.0 0.002 100 5354 -28 2283.4500646674796 2274.9517167820222 100 GTEX 1 100 100 1.0 0.002 100 5354 -29 2282.310719710161 2272.532947844879 100 GTEX 1 100 100 1.0 0.002 100 5354 -30 2281.7388775080954 2274.9356749792064 100 GTEX 1 100 100 1.0 0.002 100 5354 -31 2281.2881907423484 2269.803732288201 100 GTEX 1 100 100 1.0 0.002 100 5354 -32 2280.4234178026713 2275.4917409918608 100 GTEX 1 100 100 1.0 0.002 100 5354 -33 2279.7669780501924 2271.1717255450926 100 GTEX 1 100 100 1.0 0.002 100 5354 -34 2278.4462843947645 2269.561427823491 100 GTEX 1 100 100 1.0 0.002 100 5354 -35 2278.8812937580874 2269.8995876529825 100 GTEX 1 100 100 1.0 0.002 100 5354 -36 2277.9353670769183 2270.864170553113 100 GTEX 1 100 100 1.0 0.002 100 5354 -37 2277.284872394939 2268.739311653398 100 GTEX 1 100 100 1.0 0.002 100 5354 -38 2276.4441036854173 2270.836301390209 100 GTEX 1 100 100 1.0 0.002 100 5354 -39 2276.315707972224 2271.138815760159 100 GTEX 1 100 100 1.0 0.002 100 5354 -40 2276.0712963606725 2266.380214212512 100 GTEX 1 100 100 1.0 0.002 100 5354 -41 2274.731802355592 2265.1866199798005 100 GTEX 1 100 100 1.0 0.002 100 5354 -42 2274.438819757117 2265.821522063629 100 GTEX 1 100 100 1.0 0.002 100 5354 -43 2274.032436404294 2264.4797530373694 100 GTEX 1 100 100 1.0 0.002 100 5354 -44 2273.2357699824474 2264.0277187797055 100 GTEX 1 100 100 1.0 0.002 100 5354 -45 2273.687646118177 2263.563200859969 100 GTEX 1 100 100 1.0 0.002 100 5354 -46 2272.38315306418 2263.811113132723 100 GTEX 1 100 100 1.0 0.002 100 5354 -47 2272.782002846442 2268.0895606211384 100 GTEX 1 100 100 1.0 0.002 100 5354 -48 2271.996044442207 2264.0650620841257 100 GTEX 1 100 100 1.0 0.002 100 5354 -49 2271.391424214335 2263.43399291528 100 GTEX 1 100 100 1.0 0.002 100 5354 -50 2271.8464089846225 2263.6342578496315 100 GTEX 1 100 100 1.0 0.002 100 5354 -51 2270.9798972231665 2265.844201149596 100 GTEX 1 100 100 1.0 0.002 100 5354 -52 2271.1430320300533 2261.773715987405 100 GTEX 1 100 100 1.0 0.002 100 5354 -53 2270.698533856505 2264.6900258807627 100 GTEX 1 100 100 1.0 0.002 100 5354 -54 2269.8936266118903 2261.520809507189 100 GTEX 1 100 100 1.0 0.002 100 5354 -55 2269.0789598025954 2264.69393677222 100 GTEX 1 100 100 1.0 0.002 100 5354 -56 2270.4196874308864 2265.439848577115 100 GTEX 1 100 100 1.0 0.002 100 5354 -57 2269.1858428507003 2273.2188103389376 100 GTEX 1 100 100 1.0 0.002 100 5354 -58 2269.74589778247 2259.924294127258 100 GTEX 1 100 100 1.0 0.002 100 5354 -59 2268.453635872059 2261.370485719166 100 GTEX 1 100 100 1.0 0.002 100 5354 -60 2268.8486703864824 2257.963833769011 100 GTEX 1 100 100 1.0 0.002 100 5354 -61 2268.456226052711 2261.3986955649953 100 GTEX 1 100 100 1.0 0.002 100 5354 -62 2267.78987667172 2261.967717740019 100 GTEX 1 100 100 1.0 0.002 100 5354 -63 2267.307893125462 2256.9873334645317 100 GTEX 1 100 100 1.0 0.002 100 5354 -64 2266.8687614810824 2257.5536301761526 100 GTEX 1 100 100 1.0 0.002 100 5354 -65 2267.104164053422 2262.5808226146623 100 GTEX 1 100 100 1.0 0.002 100 5354 -66 2267.1774084587414 2260.3594873232532 100 GTEX 1 100 100 1.0 0.002 100 5354 -67 2266.91838051649 2259.4848920582817 100 GTEX 1 100 100 1.0 0.002 100 5354 -68 2267.3814058868966 2256.608655574204 100 GTEX 1 100 100 1.0 0.002 100 5354 -69 2266.775051504981 2266.6624472730514 100 GTEX 1 100 100 1.0 0.002 100 5354 -70 2267.74260091696 2259.4186278368584 100 GTEX 1 100 100 1.0 0.002 100 5354 -71 2266.6976584110844 2256.4428562410885 100 GTEX 1 100 100 1.0 0.002 100 5354 -72 2267.1401398649587 2261.3440145630348 100 GTEX 1 100 100 1.0 0.002 100 5354 -73 2265.8613238183048 2259.491976777864 100 GTEX 1 100 100 1.0 0.002 100 5354 -74 2265.4674303460374 2256.156778197778 100 GTEX 1 100 100 1.0 0.002 100 5354 -75 2265.676121117888 2258.459083702174 100 GTEX 1 100 100 1.0 0.002 100 5354 -76 2264.7017615827926 2255.5988593155894 100 GTEX 1 100 100 1.0 0.002 100 5354 -77 2264.251693717527 2255.3627214903163 100 GTEX 1 100 100 1.0 0.002 100 5354 -78 2266.091150896494 2259.757315864128 100 GTEX 1 100 100 1.0 0.002 100 5354 -79 2265.824031473226 2254.597735154765 100 GTEX 1 100 100 1.0 0.002 100 5354 -80 2265.152626779826 2256.301202694273 100 GTEX 1 100 100 1.0 0.002 100 5354 -81 2264.878966878986 2255.6546273467206 100 GTEX 1 100 100 1.0 0.002 100 5354 -82 2265.809235782851 2256.9847453882485 100 GTEX 1 100 100 1.0 0.002 100 5354 -83 2264.89399691032 2256.271928098265 100 GTEX 1 100 100 1.0 0.002 100 5354 -84 2264.5215780391754 2255.0985056365853 100 GTEX 1 100 100 1.0 0.002 100 5354 -85 2264.2662019940153 2259.759218861395 100 GTEX 1 100 100 1.0 0.002 100 5354 -86 2263.532482101684 2258.024348153814 100 GTEX 1 100 100 1.0 0.002 100 5354 -87 2264.0186562429853 2253.901045070402 100 GTEX 1 100 100 1.0 0.002 100 5354 -88 2264.7735510213934 2256.3036803038854 100 GTEX 1 100 100 1.0 0.002 100 5354 -89 2264.856465143929 2259.3665571901734 100 GTEX 1 100 100 1.0 0.002 100 5354 -90 2264.055704834268 2253.9415464219937 100 GTEX 1 100 100 1.0 0.002 100 5354 -91 2264.102709602476 2255.1736703154706 100 GTEX 1 100 100 1.0 0.002 100 5354 -92 2264.1163885693395 2255.041394367871 100 GTEX 1 100 100 1.0 0.002 100 5354 -93 2263.691866782722 2255.729933125891 100 GTEX 1 100 100 1.0 0.002 100 5354 -94 2263.3097679305 2254.5349557390687 100 GTEX 1 100 100 1.0 0.002 100 5354 -95 2263.418432016313 2253.797654764734 100 GTEX 1 100 100 1.0 0.002 100 5354 -96 2263.172516388136 2258.1482286344462 100 GTEX 1 100 100 1.0 0.002 100 5354 -97 2263.2056635003087 2253.3898322391874 100 GTEX 1 100 100 1.0 0.002 100 5354 -98 2263.337205834659 2255.0485022947364 100 GTEX 1 100 100 1.0 0.002 100 5354 -99 2262.800893636695 2253.4881085878087 100 GTEX 1 100 100 1.0 0.002 100 5354 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 6bb8f1097..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2887.453227406509 2952.752948253327 100 GTEX 1 50 100 0.5 0.002 100 7723 -1 2447.2831163979563 2504.6668900754516 100 GTEX 1 50 100 0.5 0.002 100 7723 -2 2394.5269828386186 2407.898872868643 100 GTEX 1 50 100 0.5 0.002 100 7723 -3 2368.048793129877 2417.8792710685007 100 GTEX 1 50 100 0.5 0.002 100 7723 -4 2350.0754867494074 2379.057492796459 100 GTEX 1 50 100 0.5 0.002 100 7723 -5 2339.8895761004924 2372.462867417716 100 GTEX 1 50 100 0.5 0.002 100 7723 -6 2330.380847357515 2367.7285573981108 100 GTEX 1 50 100 0.5 0.002 100 7723 -7 2323.6586761651906 2354.750842888546 100 GTEX 1 50 100 0.5 0.002 100 7723 -8 2319.2901712032585 2348.6354572020555 100 GTEX 1 50 100 0.5 0.002 100 7723 -9 2313.0373947000107 2346.433562188094 100 GTEX 1 50 100 0.5 0.002 100 7723 -10 2310.5431214958458 2345.5918479310244 100 GTEX 1 50 100 0.5 0.002 100 7723 -11 2307.31770576307 2339.6271369266874 100 GTEX 1 50 100 0.5 0.002 100 7723 -12 2303.66189486547 2338.0386456971837 100 GTEX 1 50 100 0.5 0.002 100 7723 -13 2300.185226271192 2334.669569124287 100 GTEX 1 50 100 0.5 0.002 100 7723 -14 2298.8013202574157 2337.2026562128685 100 GTEX 1 50 100 0.5 0.002 100 7723 -15 2297.003689393708 2331.5478014347673 100 GTEX 1 50 100 0.5 0.002 100 7723 -16 2294.057977222069 2331.4233017838046 100 GTEX 1 50 100 0.5 0.002 100 7723 -17 2293.095249374678 2347.564678699798 100 GTEX 1 50 100 0.5 0.002 100 7723 -18 2290.859296422152 2323.900255094463 100 GTEX 1 50 100 0.5 0.002 100 7723 -19 2289.41642739149 2325.6848181662904 100 GTEX 1 50 100 0.5 0.002 100 7723 -20 2288.1566970968643 2320.248471104147 100 GTEX 1 50 100 0.5 0.002 100 7723 -21 2287.27330097518 2323.8748635411716 100 GTEX 1 50 100 0.5 0.002 100 7723 -22 2286.304895459227 2320.4138889095175 100 GTEX 1 50 100 0.5 0.002 100 7723 -23 2284.253768590482 2319.9146241162666 100 GTEX 1 50 100 0.5 0.002 100 7723 -24 2282.1844556048313 2323.585482637239 100 GTEX 1 50 100 0.5 0.002 100 7723 -25 2281.777843790849 2322.2572991548836 100 GTEX 1 50 100 0.5 0.002 100 7723 -26 2280.7071650670173 2314.3757259238355 100 GTEX 1 50 100 0.5 0.002 100 7723 -27 2279.2276283168258 2316.930564735326 100 GTEX 1 50 100 0.5 0.002 100 7723 -28 2278.760109902738 2316.335106679242 100 GTEX 1 50 100 0.5 0.002 100 7723 -29 2278.3774915908552 2312.105580144962 100 GTEX 1 50 100 0.5 0.002 100 7723 -30 2277.2409900581874 2312.4417766382485 100 GTEX 1 50 100 0.5 0.002 100 7723 -31 2277.136620263357 2312.475095799667 100 GTEX 1 50 100 0.5 0.002 100 7723 -32 2275.796739119895 2317.9231560420626 100 GTEX 1 50 100 0.5 0.002 100 7723 -33 2274.995978732868 2310.222234805727 100 GTEX 1 50 100 0.5 0.002 100 7723 -34 2274.1620538005786 2308.839111328125 100 GTEX 1 50 100 0.5 0.002 100 7723 -35 2274.0622664584876 2307.578468467799 100 GTEX 1 50 100 0.5 0.002 100 7723 -36 2273.2116569244236 2307.742898571174 100 GTEX 1 50 100 0.5 0.002 100 7723 -37 2272.754851840398 2306.205555266754 100 GTEX 1 50 100 0.5 0.002 100 7723 -38 2272.1489459479308 2307.525957811015 100 GTEX 1 50 100 0.5 0.002 100 7723 -39 2271.1813923839886 2306.487625876307 100 GTEX 1 50 100 0.5 0.002 100 7723 -40 2271.492651591548 2305.9895845710553 100 GTEX 1 50 100 0.5 0.002 100 7723 -41 2270.070722848117 2306.4936597700807 100 GTEX 1 50 100 0.5 0.002 100 7723 -42 2271.1470389845153 2310.3678632961028 100 GTEX 1 50 100 0.5 0.002 100 7723 -43 2270.089467365462 2305.4032785393892 100 GTEX 1 50 100 0.5 0.002 100 7723 -44 2269.7979292119585 2302.0647576045626 100 GTEX 1 50 100 0.5 0.002 100 7723 -45 2269.196929883287 2304.3127831288616 100 GTEX 1 50 100 0.5 0.002 100 7723 -46 2269.3339422880135 2302.2050577025902 100 GTEX 1 50 100 0.5 0.002 100 7723 -47 2267.9318291912036 2302.351788074798 100 GTEX 1 50 100 0.5 0.002 100 7723 -48 2267.2559214223584 2305.513460224572 100 GTEX 1 50 100 0.5 0.002 100 7723 -49 2267.1928010261386 2307.581452924489 100 GTEX 1 50 100 0.5 0.002 100 7723 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index fddd8a70b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2894.3965638554487 2761.2886391991447 100 GTEX 1 50 100 0.0 0.002 100 2642 -1 2448.8426477696785 2425.333671540815 100 GTEX 1 50 100 0.0 0.002 100 2642 -2 2397.9444293695783 2390.2390814371433 100 GTEX 1 50 100 0.0 0.002 100 2642 -3 2371.2790006929913 2373.759191940946 100 GTEX 1 50 100 0.0 0.002 100 2642 -4 2353.718934981589 2355.0164094061906 100 GTEX 1 50 100 0.0 0.002 100 2642 -5 2343.1069798327003 2339.312020073372 100 GTEX 1 50 100 0.0 0.002 100 2642 -6 2335.8161123889645 2340.821891523586 100 GTEX 1 50 100 0.0 0.002 100 2642 -7 2327.3507065765457 2327.143699500951 100 GTEX 1 50 100 0.0 0.002 100 2642 -8 2322.2440118625473 2320.315950458947 100 GTEX 1 50 100 0.0 0.002 100 2642 -9 2317.69590280093 2309.7973428588402 100 GTEX 1 50 100 0.0 0.002 100 2642 -10 2314.0723685988582 2312.70283630139 100 GTEX 1 50 100 0.0 0.002 100 2642 -11 2310.660245942732 2302.3246550469344 100 GTEX 1 50 100 0.0 0.002 100 2642 -12 2307.917835938738 2302.6081849304896 100 GTEX 1 50 100 0.0 0.002 100 2642 -13 2304.704546854163 2301.9378258302636 100 GTEX 1 50 100 0.0 0.002 100 2642 -14 2301.960706537347 2298.4551598146386 100 GTEX 1 50 100 0.0 0.002 100 2642 -15 2300.9983914106238 2304.1451569183696 100 GTEX 1 50 100 0.0 0.002 100 2642 -16 2297.8900354727275 2295.952889213997 100 GTEX 1 50 100 0.0 0.002 100 2642 -17 2296.2137756379893 2292.067855312797 100 GTEX 1 50 100 0.0 0.002 100 2642 -18 2294.854491491208 2291.0807585625594 100 GTEX 1 50 100 0.0 0.002 100 2642 -19 2292.571573330178 2287.43739695966 100 GTEX 1 50 100 0.0 0.002 100 2642 -20 2291.7143774406327 2288.456600522814 100 GTEX 1 50 100 0.0 0.002 100 2642 -21 2290.5327758079875 2287.054354243405 100 GTEX 1 50 100 0.0 0.002 100 2642 -22 2287.961852608279 2284.2715465705205 100 GTEX 1 50 100 0.0 0.002 100 2642 -23 2286.9972667184365 2282.8764852661598 100 GTEX 1 50 100 0.0 0.002 100 2642 -24 2287.461566432245 2287.52939991534 100 GTEX 1 50 100 0.0 0.002 100 2642 -25 2285.6587898413154 2282.043809781963 100 GTEX 1 50 100 0.0 0.002 100 2642 -26 2284.236617988803 2284.9036405730158 100 GTEX 1 50 100 0.0 0.002 100 2642 -27 2283.0857345953377 2289.8604146863117 100 GTEX 1 50 100 0.0 0.002 100 2642 -28 2282.620343276109 2279.8597899462334 100 GTEX 1 50 100 0.0 0.002 100 2642 -29 2281.9261595944713 2287.88422257456 100 GTEX 1 50 100 0.0 0.002 100 2642 -30 2281.6487911389977 2281.6723994846125 100 GTEX 1 50 100 0.0 0.002 100 2642 -31 2280.572358051323 2280.3085315544795 100 GTEX 1 50 100 0.0 0.002 100 2642 -32 2279.453910211128 2276.8108346453187 100 GTEX 1 50 100 0.0 0.002 100 2642 -33 2280.191108108058 2276.5018157378804 100 GTEX 1 50 100 0.0 0.002 100 2642 -34 2277.761518063157 2273.2800590021984 100 GTEX 1 50 100 0.0 0.002 100 2642 -35 2277.4061324297973 2280.3307687737642 100 GTEX 1 50 100 0.0 0.002 100 2642 -36 2276.7027011128707 2279.0507506163854 100 GTEX 1 50 100 0.0 0.002 100 2642 -37 2276.5128819703477 2274.4327248692966 100 GTEX 1 50 100 0.0 0.002 100 2642 -38 2276.334697378063 2272.9334962794082 100 GTEX 1 50 100 0.0 0.002 100 2642 -39 2275.9626333579804 2277.2349329031013 100 GTEX 1 50 100 0.0 0.002 100 2642 -40 2275.346595900356 2273.2734978389376 100 GTEX 1 50 100 0.0 0.002 100 2642 -41 2274.4449885952517 2270.7990685524596 100 GTEX 1 50 100 0.0 0.002 100 2642 -42 2273.9167171521385 2269.668411544974 100 GTEX 1 50 100 0.0 0.002 100 2642 -43 2273.293115229217 2269.5884308905656 100 GTEX 1 50 100 0.0 0.002 100 2642 -44 2273.01019335463 2272.179221497742 100 GTEX 1 50 100 0.0 0.002 100 2642 -45 2272.4672348684903 2270.365148972196 100 GTEX 1 50 100 0.0 0.002 100 2642 -46 2271.6338710186537 2269.2947640654706 100 GTEX 1 50 100 0.0 0.002 100 2642 -47 2272.190881323157 2272.5257313079255 100 GTEX 1 50 100 0.0 0.002 100 2642 -48 2273.08360747469 2271.028254403814 100 GTEX 1 50 100 0.0 0.002 100 2642 -49 2271.0066893551284 2271.815461249406 100 GTEX 1 50 100 0.0 0.002 100 2642 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index 92a8749a8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2891.5909821875084 2988.9158773095887 100 GTEX 1 50 100 1.0 0.002 100 9535 -1 2457.593610561069 2424.256980750951 100 GTEX 1 50 100 1.0 0.002 100 9535 -2 2400.7628585027264 2427.004227438807 100 GTEX 1 50 100 1.0 0.002 100 9535 -3 2372.3949813125528 2353.768822035409 100 GTEX 1 50 100 1.0 0.002 100 9535 -4 2354.652558362684 2343.997959615613 100 GTEX 1 50 100 1.0 0.002 100 9535 -5 2344.239816573979 2336.0415159740373 100 GTEX 1 50 100 1.0 0.002 100 9535 -6 2336.0362537094315 2333.871542114722 100 GTEX 1 50 100 1.0 0.002 100 9535 -7 2329.4178669366283 2318.8388709006654 100 GTEX 1 50 100 1.0 0.002 100 9535 -8 2323.699319712348 2324.0244502658625 100 GTEX 1 50 100 1.0 0.002 100 9535 -9 2318.641306850441 2310.4735418399478 100 GTEX 1 50 100 1.0 0.002 100 9535 -10 2314.978572566217 2306.5653331451995 100 GTEX 1 50 100 1.0 0.002 100 9535 -11 2311.6448742125194 2303.3949072079968 100 GTEX 1 50 100 1.0 0.002 100 9535 -12 2308.4892066221396 2297.287043466314 100 GTEX 1 50 100 1.0 0.002 100 9535 -13 2306.5048512730486 2299.0419986855395 100 GTEX 1 50 100 1.0 0.002 100 9535 -14 2303.1513240689696 2291.9381618717325 100 GTEX 1 50 100 1.0 0.002 100 9535 -15 2300.1405829130135 2293.816981790637 100 GTEX 1 50 100 1.0 0.002 100 9535 -16 2298.563044784061 2292.2362260129516 100 GTEX 1 50 100 1.0 0.002 100 9535 -17 2297.3681953698538 2288.2960618167776 100 GTEX 1 50 100 1.0 0.002 100 9535 -18 2296.0511190032234 2292.357363392645 100 GTEX 1 50 100 1.0 0.002 100 9535 -19 2294.482976175052 2289.4261646343275 100 GTEX 1 50 100 1.0 0.002 100 9535 -20 2291.8183865046017 2287.430177637833 100 GTEX 1 50 100 1.0 0.002 100 9535 -21 2291.779151839944 2281.9148543325214 100 GTEX 1 50 100 1.0 0.002 100 9535 -22 2288.561204870991 2281.1064044676805 100 GTEX 1 50 100 1.0 0.002 100 9535 -23 2287.781078944252 2278.626199352424 100 GTEX 1 50 100 1.0 0.002 100 9535 -24 2287.079044234454 2280.9998626128804 100 GTEX 1 50 100 1.0 0.002 100 9535 -25 2285.9387586639364 2276.1106718230158 100 GTEX 1 50 100 1.0 0.002 100 9535 -26 2285.7769462703914 2276.0114244816423 100 GTEX 1 50 100 1.0 0.002 100 9535 -27 2284.396297613998 2275.421710692431 100 GTEX 1 50 100 1.0 0.002 100 9535 -28 2282.679600669802 2278.8425562173243 100 GTEX 1 50 100 1.0 0.002 100 9535 -29 2282.5374319129523 2273.2662896566067 100 GTEX 1 50 100 1.0 0.002 100 9535 -30 2280.975232066405 2271.9476360132485 100 GTEX 1 50 100 1.0 0.002 100 9535 -31 2281.0179471597885 2275.74139659577 100 GTEX 1 50 100 1.0 0.002 100 9535 -32 2279.770297841763 2273.9833288156487 100 GTEX 1 50 100 1.0 0.002 100 9535 -33 2279.5076942335054 2274.8059332669914 100 GTEX 1 50 100 1.0 0.002 100 9535 -34 2279.1665367093424 2271.473767414746 100 GTEX 1 50 100 1.0 0.002 100 9535 -35 2278.1487210971745 2269.3953332937263 100 GTEX 1 50 100 1.0 0.002 100 9535 -36 2277.9330732587955 2268.078203904765 100 GTEX 1 50 100 1.0 0.002 100 9535 -37 2278.464547078008 2272.2910100552517 100 GTEX 1 50 100 1.0 0.002 100 9535 -38 2276.194307054274 2270.591568515328 100 GTEX 1 50 100 1.0 0.002 100 9535 -39 2276.4979927705285 2269.952955122683 100 GTEX 1 50 100 1.0 0.002 100 9535 -40 2275.227586255628 2267.364499168251 100 GTEX 1 50 100 1.0 0.002 100 9535 -41 2275.664188322553 2274.7395632203543 100 GTEX 1 50 100 1.0 0.002 100 9535 -42 2274.7461105641637 2269.061263515922 100 GTEX 1 50 100 1.0 0.002 100 9535 -43 2273.7769841796257 2266.039739224394 100 GTEX 1 50 100 1.0 0.002 100 9535 -44 2273.8399499990096 2267.101798286003 100 GTEX 1 50 100 1.0 0.002 100 9535 -45 2273.579412289276 2263.6605257099573 100 GTEX 1 50 100 1.0 0.002 100 9535 -46 2272.7198263385726 2264.568959051212 100 GTEX 1 50 100 1.0 0.002 100 9535 -47 2271.937203302219 2268.1377213046576 100 GTEX 1 50 100 1.0 0.002 100 9535 -48 2272.426854674461 2263.3207961397934 100 GTEX 1 50 100 1.0 0.002 100 9535 -49 2271.388435625685 2263.501851941243 100 GTEX 1 50 100 1.0 0.002 100 9535 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 8fc13b873..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3064.366651200387 3664.8699663401558 150 GTEX 1 100 100 0.5 0.002 100 5498 -1 2489.983782403885 2621.294059492336 150 GTEX 1 100 100 0.5 0.002 100 5498 -2 2431.993698015351 2458.3338947948846 150 GTEX 1 100 100 0.5 0.002 100 5498 -3 2398.0288033586653 2388.8509470428353 150 GTEX 1 100 100 0.5 0.002 100 5498 -4 2376.7049271843557 2361.6107748633553 150 GTEX 1 100 100 0.5 0.002 100 5498 -5 2361.8170214627125 2369.47514917642 150 GTEX 1 100 100 0.5 0.002 100 5498 -6 2351.444011568557 2343.072829561995 150 GTEX 1 100 100 0.5 0.002 100 5498 -7 2345.709909154002 2327.5569511384565 150 GTEX 1 100 100 0.5 0.002 100 5498 -8 2337.6405789931473 2333.2097520719462 150 GTEX 1 100 100 0.5 0.002 100 5498 -9 2332.73902091847 2317.58684211992 150 GTEX 1 100 100 0.5 0.002 100 5498 -10 2329.030375482969 2342.2753316784992 150 GTEX 1 100 100 0.5 0.002 100 5498 -11 2325.404286507985 2310.456753690886 150 GTEX 1 100 100 0.5 0.002 100 5498 -12 2321.08852332238 2308.3008058497207 150 GTEX 1 100 100 0.5 0.002 100 5498 -13 2317.934736855244 2316.134452790815 150 GTEX 1 100 100 0.5 0.002 100 5498 -14 2315.59656665609 2301.6614902046695 150 GTEX 1 100 100 0.5 0.002 100 5498 -15 2312.2499528842377 2300.4414656606464 150 GTEX 1 100 100 0.5 0.002 100 5498 -16 2310.2018043402823 2299.0691215021984 150 GTEX 1 100 100 0.5 0.002 100 5498 -17 2307.4640153687646 2295.1363455768774 150 GTEX 1 100 100 0.5 0.002 100 5498 -18 2305.9851526292814 2295.255346958175 150 GTEX 1 100 100 0.5 0.002 100 5498 -19 2303.62253951019 2290.3479212771804 150 GTEX 1 100 100 0.5 0.002 100 5498 -20 2302.5596678449647 2295.7963449456392 150 GTEX 1 100 100 0.5 0.002 100 5498 -21 2300.7701381329966 2284.7229495900665 150 GTEX 1 100 100 0.5 0.002 100 5498 -22 2298.1473850158777 2284.3363241333473 150 GTEX 1 100 100 0.5 0.002 100 5498 -23 2297.5619897468673 2284.9977823119652 150 GTEX 1 100 100 0.5 0.002 100 5498 -24 2296.5639248456396 2288.3762643328187 150 GTEX 1 100 100 0.5 0.002 100 5498 -25 2295.3315604792056 2280.4147652165516 150 GTEX 1 100 100 0.5 0.002 100 5498 -26 2293.8063210527357 2282.060513456511 150 GTEX 1 100 100 0.5 0.002 100 5498 -27 2292.98803334424 2279.6111735644904 150 GTEX 1 100 100 0.5 0.002 100 5498 -28 2290.774016376583 2280.149639637298 150 GTEX 1 100 100 0.5 0.002 100 5498 -29 2290.913279429325 2297.987237850523 150 GTEX 1 100 100 0.5 0.002 100 5498 -30 2289.423281381006 2287.487092108781 150 GTEX 1 100 100 0.5 0.002 100 5498 -31 2288.7829590875294 2275.2732750490136 150 GTEX 1 100 100 0.5 0.002 100 5498 -32 2287.376732348842 2273.378406829254 150 GTEX 1 100 100 0.5 0.002 100 5498 -33 2286.6354540773214 2273.987738663706 150 GTEX 1 100 100 0.5 0.002 100 5498 -34 2286.686931180969 2274.957896417538 150 GTEX 1 100 100 0.5 0.002 100 5498 -35 2286.2403807252745 2275.3523167367216 150 GTEX 1 100 100 0.5 0.002 100 5498 -36 2284.422988577303 2272.8668797714176 150 GTEX 1 100 100 0.5 0.002 100 5498 -37 2284.1813469702734 2271.350395637773 150 GTEX 1 100 100 0.5 0.002 100 5498 -38 2283.330256427343 2276.705836074887 150 GTEX 1 100 100 0.5 0.002 100 5498 -39 2283.0519534447785 2271.3286281339115 150 GTEX 1 100 100 0.5 0.002 100 5498 -40 2282.2994889061592 2274.273799997772 150 GTEX 1 100 100 0.5 0.002 100 5498 -41 2281.471945335813 2270.5366438368883 150 GTEX 1 100 100 0.5 0.002 100 5498 -42 2281.4573890925385 2296.80816023794 150 GTEX 1 100 100 0.5 0.002 100 5498 -43 2280.894877745557 2266.394807880822 150 GTEX 1 100 100 0.5 0.002 100 5498 -44 2279.926750798002 2272.438523441213 150 GTEX 1 100 100 0.5 0.002 100 5498 -45 2279.8266888073786 2266.9294684232414 150 GTEX 1 100 100 0.5 0.002 100 5498 -46 2278.9676699736583 2281.2120918302935 150 GTEX 1 100 100 0.5 0.002 100 5498 -47 2279.0361055539556 2268.06366222077 150 GTEX 1 100 100 0.5 0.002 100 5498 -48 2277.833092631188 2264.8313809819097 150 GTEX 1 100 100 0.5 0.002 100 5498 -49 2276.87590169821 2264.1123566718156 150 GTEX 1 100 100 0.5 0.002 100 5498 -50 2276.850653864658 2266.873166624584 150 GTEX 1 100 100 0.5 0.002 100 5498 -51 2275.866778544467 2263.0803631104445 150 GTEX 1 100 100 0.5 0.002 100 5498 -52 2275.9104346636673 2264.6163200117335 150 GTEX 1 100 100 0.5 0.002 100 5498 -53 2275.1640588638083 2264.1896127911123 150 GTEX 1 100 100 0.5 0.002 100 5498 -54 2275.332460140117 2263.2109240397754 150 GTEX 1 100 100 0.5 0.002 100 5498 -55 2274.4747297561594 2260.734582008971 150 GTEX 1 100 100 0.5 0.002 100 5498 -56 2274.0080316772655 2264.2644929486987 150 GTEX 1 100 100 0.5 0.002 100 5498 -57 2273.0740187852375 2262.7418287153932 150 GTEX 1 100 100 0.5 0.002 100 5498 -58 2274.076612756813 2264.0364210469643 150 GTEX 1 100 100 0.5 0.002 100 5498 -59 2273.824216067986 2268.0929521335847 150 GTEX 1 100 100 0.5 0.002 100 5498 -60 2273.323926771532 2260.057848332046 150 GTEX 1 100 100 0.5 0.002 100 5498 -61 2272.7050833085077 2260.2125448364723 150 GTEX 1 100 100 0.5 0.002 100 5498 -62 2272.353950343339 2261.6342253594344 150 GTEX 1 100 100 0.5 0.002 100 5498 -63 2272.791444695637 2264.7151811839058 150 GTEX 1 100 100 0.5 0.002 100 5498 -64 2272.3886871160594 2265.1837845138725 150 GTEX 1 100 100 0.5 0.002 100 5498 -65 2272.410334758652 2260.6171726473385 150 GTEX 1 100 100 0.5 0.002 100 5498 -66 2270.946464321789 2263.619026445164 150 GTEX 1 100 100 0.5 0.002 100 5498 -67 2270.274722829343 2257.8378386406844 150 GTEX 1 100 100 0.5 0.002 100 5498 -68 2270.547369057895 2260.955459188599 150 GTEX 1 100 100 0.5 0.002 100 5498 -69 2269.9517018564075 2258.3791740620545 150 GTEX 1 100 100 0.5 0.002 100 5498 -70 2269.9932899882074 2257.7616064267468 150 GTEX 1 100 100 0.5 0.002 100 5498 -71 2269.842412242444 2260.855240854474 150 GTEX 1 100 100 0.5 0.002 100 5498 -72 2270.208805118479 2257.291626440708 150 GTEX 1 100 100 0.5 0.002 100 5498 -73 2269.2370242365337 2256.1767805556383 150 GTEX 1 100 100 0.5 0.002 100 5498 -74 2268.611743940299 2256.790110076788 150 GTEX 1 100 100 0.5 0.002 100 5498 -75 2269.5698478668915 2256.257228140595 150 GTEX 1 100 100 0.5 0.002 100 5498 -76 2269.0223019250257 2257.7365462734674 150 GTEX 1 100 100 0.5 0.002 100 5498 -77 2269.9370676542117 2258.9888326550617 150 GTEX 1 100 100 0.5 0.002 100 5498 -78 2267.930002585049 2259.1220911990554 150 GTEX 1 100 100 0.5 0.002 100 5498 -79 2267.0371689466533 2255.379093300707 150 GTEX 1 100 100 0.5 0.002 100 5498 -80 2267.515383464023 2255.3415337044025 150 GTEX 1 100 100 0.5 0.002 100 5498 -81 2267.847093078671 2259.072119883258 150 GTEX 1 100 100 0.5 0.002 100 5498 -82 2267.3401978274037 2261.819602357117 150 GTEX 1 100 100 0.5 0.002 100 5498 -83 2266.512618746163 2256.127330939579 150 GTEX 1 100 100 0.5 0.002 100 5498 -84 2267.669771424339 2255.194155848978 150 GTEX 1 100 100 0.5 0.002 100 5498 -85 2266.2834477813967 2255.2746401014438 150 GTEX 1 100 100 0.5 0.002 100 5498 -86 2266.3551766168007 2256.318155150903 150 GTEX 1 100 100 0.5 0.002 100 5498 -87 2267.2085243838383 2255.6510181499525 150 GTEX 1 100 100 0.5 0.002 100 5498 -88 2266.8235794249513 2256.73499741935 150 GTEX 1 100 100 0.5 0.002 100 5498 -89 2265.0311525706898 2262.250349501693 150 GTEX 1 100 100 0.5 0.002 100 5498 -90 2266.361107580939 2253.9919507857057 150 GTEX 1 100 100 0.5 0.002 100 5498 -91 2265.096015012263 2253.012679995693 150 GTEX 1 100 100 0.5 0.002 100 5498 -92 2265.168575581419 2255.9008543065293 150 GTEX 1 100 100 0.5 0.002 100 5498 -93 2265.8923734409245 2262.664171110088 150 GTEX 1 100 100 0.5 0.002 100 5498 -94 2265.9329155615396 2255.1858434640862 150 GTEX 1 100 100 0.5 0.002 100 5498 -95 2265.264466576331 2253.1548362122744 150 GTEX 1 100 100 0.5 0.002 100 5498 -96 2264.6851861441387 2260.257574393269 150 GTEX 1 100 100 0.5 0.002 100 5498 -97 2265.82416002937 2252.0118566012657 150 GTEX 1 100 100 0.5 0.002 100 5498 -98 2264.747362419911 2251.2000732421875 150 GTEX 1 100 100 0.5 0.002 100 5498 -99 2265.1826240988435 2260.811969017348 150 GTEX 1 100 100 0.5 0.002 100 5498 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index ff3d4ae73..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3053.6844524586227 3413.8676562871315 150 GTEX 1 100 100 0.0 0.002 100 9763 -1 2482.729879893231 2587.11060266531 150 GTEX 1 100 100 0.0 0.002 100 9763 -2 2425.2039384496393 2443.9104570163972 150 GTEX 1 100 100 0.0 0.002 100 9763 -3 2393.8619191480107 2408.8854618435125 150 GTEX 1 100 100 0.0 0.002 100 9763 -4 2374.9091469101963 2388.654635237197 150 GTEX 1 100 100 0.0 0.002 100 9763 -5 2358.947470076978 2370.810686582848 150 GTEX 1 100 100 0.0 0.002 100 9763 -6 2349.770049497597 2363.8488904133496 150 GTEX 1 100 100 0.0 0.002 100 9763 -7 2340.1535368077516 2351.596469893655 150 GTEX 1 100 100 0.0 0.002 100 9763 -8 2335.386547023749 2348.807677990583 150 GTEX 1 100 100 0.0 0.002 100 9763 -9 2328.2564602750426 2352.6195356129692 150 GTEX 1 100 100 0.0 0.002 100 9763 -10 2324.641213805192 2347.835940284874 150 GTEX 1 100 100 0.0 0.002 100 9763 -11 2320.8667728451874 2332.2827812165815 150 GTEX 1 100 100 0.0 0.002 100 9763 -12 2317.5391986637796 2340.9326408589295 150 GTEX 1 100 100 0.0 0.002 100 9763 -13 2314.8255080765753 2328.7394518253923 150 GTEX 1 100 100 0.0 0.002 100 9763 -14 2311.5626343843664 2323.8176650130704 150 GTEX 1 100 100 0.0 0.002 100 9763 -15 2310.4273189723185 2323.864731705234 150 GTEX 1 100 100 0.0 0.002 100 9763 -16 2306.3927688058684 2327.263511744742 150 GTEX 1 100 100 0.0 0.002 100 9763 -17 2304.501424458811 2322.921378364128 150 GTEX 1 100 100 0.0 0.002 100 9763 -18 2303.0003354580385 2316.2543982444154 150 GTEX 1 100 100 0.0 0.002 100 9763 -19 2299.873405645928 2311.1550580739067 150 GTEX 1 100 100 0.0 0.002 100 9763 -20 2298.5698985930567 2312.146088458739 150 GTEX 1 100 100 0.0 0.002 100 9763 -21 2297.2438719594215 2311.238879997921 150 GTEX 1 100 100 0.0 0.002 100 9763 -22 2294.9764676495492 2310.298142581838 150 GTEX 1 100 100 0.0 0.002 100 9763 -23 2294.370353230506 2319.2036095680846 150 GTEX 1 100 100 0.0 0.002 100 9763 -24 2292.848924739391 2308.3211980899478 150 GTEX 1 100 100 0.0 0.002 100 9763 -25 2292.0830808586943 2307.4232804331036 150 GTEX 1 100 100 0.0 0.002 100 9763 -26 2290.095867578868 2303.9909148125594 150 GTEX 1 100 100 0.0 0.002 100 9763 -27 2288.8016696155064 2304.7251426783805 150 GTEX 1 100 100 0.0 0.002 100 9763 -28 2288.5313394864233 2301.5271817631597 150 GTEX 1 100 100 0.0 0.002 100 9763 -29 2286.5122228654473 2304.974739335789 150 GTEX 1 100 100 0.0 0.002 100 9763 -30 2287.326849728209 2301.508922736454 150 GTEX 1 100 100 0.0 0.002 100 9763 -31 2285.201425686348 2301.727530707878 150 GTEX 1 100 100 0.0 0.002 100 9763 -32 2284.941854971546 2304.440894761466 150 GTEX 1 100 100 0.0 0.002 100 9763 -33 2283.1494936203144 2298.529855242247 150 GTEX 1 100 100 0.0 0.002 100 9763 -34 2282.7755700362527 2298.4469862093038 150 GTEX 1 100 100 0.0 0.002 100 9763 -35 2282.8210714841275 2300.9055992677636 150 GTEX 1 100 100 0.0 0.002 100 9763 -36 2281.3598170680884 2302.511795798182 150 GTEX 1 100 100 0.0 0.002 100 9763 -37 2280.042281303434 2294.3525687678234 150 GTEX 1 100 100 0.0 0.002 100 9763 -38 2279.007847443546 2297.4812002435838 150 GTEX 1 100 100 0.0 0.002 100 9763 -39 2280.0995048280374 2295.5175131446053 150 GTEX 1 100 100 0.0 0.002 100 9763 -40 2279.80494365811 2293.543294116118 150 GTEX 1 100 100 0.0 0.002 100 9763 -41 2278.6121899798313 2294.7791567030063 150 GTEX 1 100 100 0.0 0.002 100 9763 -42 2277.1850005952006 2295.3679895437263 150 GTEX 1 100 100 0.0 0.002 100 9763 -43 2277.148109340134 2293.7671501826876 150 GTEX 1 100 100 0.0 0.002 100 9763 -44 2276.108578467679 2291.496008347196 150 GTEX 1 100 100 0.0 0.002 100 9763 -45 2275.9136392833743 2293.4100369645616 150 GTEX 1 100 100 0.0 0.002 100 9763 -46 2275.313680111877 2290.160366043845 150 GTEX 1 100 100 0.0 0.002 100 9763 -47 2275.2866973248356 2289.6835004567192 150 GTEX 1 100 100 0.0 0.002 100 9763 -48 2274.315818631084 2289.8643167590008 150 GTEX 1 100 100 0.0 0.002 100 9763 -49 2276.2153161712645 2290.4336104592444 150 GTEX 1 100 100 0.0 0.002 100 9763 -50 2274.2212505910747 2292.504118828719 150 GTEX 1 100 100 0.0 0.002 100 9763 -51 2273.4912355140304 2287.730351321144 150 GTEX 1 100 100 0.0 0.002 100 9763 -52 2274.2133309910414 2295.3407024194985 150 GTEX 1 100 100 0.0 0.002 100 9763 -53 2272.2792379996386 2291.300374194243 150 GTEX 1 100 100 0.0 0.002 100 9763 -54 2272.217619917996 2289.1452762038084 150 GTEX 1 100 100 0.0 0.002 100 9763 -55 2272.0173146687175 2296.980380562322 150 GTEX 1 100 100 0.0 0.002 100 9763 -56 2272.3125507261657 2292.885048289716 150 GTEX 1 100 100 0.0 0.002 100 9763 -57 2271.741493348399 2294.1760156435657 150 GTEX 1 100 100 0.0 0.002 100 9763 -58 2271.409061988354 2286.5857820111987 150 GTEX 1 100 100 0.0 0.002 100 9763 -59 2270.495182896839 2285.1827067676154 150 GTEX 1 100 100 0.0 0.002 100 9763 -60 2270.004241243844 2286.4515696478434 150 GTEX 1 100 100 0.0 0.002 100 9763 -61 2269.46380516593 2285.471008068708 150 GTEX 1 100 100 0.0 0.002 100 9763 -62 2268.9926824347076 2283.1964993204906 150 GTEX 1 100 100 0.0 0.002 100 9763 -63 2268.5215959622487 2287.6611295634802 150 GTEX 1 100 100 0.0 0.002 100 9763 -64 2268.1064065264536 2283.5818604443916 150 GTEX 1 100 100 0.0 0.002 100 9763 -65 2269.0455991350714 2284.4563795894724 150 GTEX 1 100 100 0.0 0.002 100 9763 -66 2268.6298594996106 2285.1251531680728 150 GTEX 1 100 100 0.0 0.002 100 9763 -67 2267.9932177801425 2282.850608216492 150 GTEX 1 100 100 0.0 0.002 100 9763 -68 2267.676854055535 2283.259560936757 150 GTEX 1 100 100 0.0 0.002 100 9763 -69 2267.214246254052 2283.824458713314 150 GTEX 1 100 100 0.0 0.002 100 9763 -70 2267.806632424227 2282.607224613088 150 GTEX 1 100 100 0.0 0.002 100 9763 -71 2266.385598545028 2286.6666250482713 150 GTEX 1 100 100 0.0 0.002 100 9763 -72 2266.0660486653474 2286.2989613348086 150 GTEX 1 100 100 0.0 0.002 100 9763 -73 2267.4511190599583 2285.9367030618764 150 GTEX 1 100 100 0.0 0.002 100 9763 -74 2265.9108325301045 2281.5897249287073 150 GTEX 1 100 100 0.0 0.002 100 9763 -75 2265.9540393088328 2281.5496584816124 150 GTEX 1 100 100 0.0 0.002 100 9763 -76 2265.5810133999603 2281.438702137298 150 GTEX 1 100 100 0.0 0.002 100 9763 -77 2265.5801713249807 2283.2415372319097 150 GTEX 1 100 100 0.0 0.002 100 9763 -78 2264.7412660735154 2283.2606897390388 150 GTEX 1 100 100 0.0 0.002 100 9763 -79 2265.3107476649975 2280.3373591782024 150 GTEX 1 100 100 0.0 0.002 100 9763 -80 2264.4841802445335 2280.074306937678 150 GTEX 1 100 100 0.0 0.002 100 9763 -81 2266.1424238576274 2284.4566255866803 150 GTEX 1 100 100 0.0 0.002 100 9763 -82 2264.310993430304 2280.7300185286954 150 GTEX 1 100 100 0.0 0.002 100 9763 -83 2264.177681637324 2281.8759719210434 150 GTEX 1 100 100 0.0 0.002 100 9763 -84 2263.873384267183 2283.6763400813925 150 GTEX 1 100 100 0.0 0.002 100 9763 -85 2263.398347729902 2285.8985581778757 150 GTEX 1 100 100 0.0 0.002 100 9763 -86 2263.7170947332675 2282.5080315767586 150 GTEX 1 100 100 0.0 0.002 100 9763 -87 2263.972939279826 2286.2432842762296 150 GTEX 1 100 100 0.0 0.002 100 9763 -88 2264.545585802368 2294.3201593319272 150 GTEX 1 100 100 0.0 0.002 100 9763 -89 2264.039833475824 2278.469663902834 150 GTEX 1 100 100 0.0 0.002 100 9763 -90 2263.2473501187515 2279.767217483811 150 GTEX 1 100 100 0.0 0.002 100 9763 -91 2263.33354362213 2277.845377758882 150 GTEX 1 100 100 0.0 0.002 100 9763 -92 2262.5379280339353 2278.312015896061 150 GTEX 1 100 100 0.0 0.002 100 9763 -93 2262.3900896029877 2279.37860362702 150 GTEX 1 100 100 0.0 0.002 100 9763 -94 2263.0222957615515 2281.5831312752493 150 GTEX 1 100 100 0.0 0.002 100 9763 -95 2262.2829936700346 2277.837475214621 150 GTEX 1 100 100 0.0 0.002 100 9763 -96 2262.079409014125 2279.5226187470294 150 GTEX 1 100 100 0.0 0.002 100 9763 -97 2261.2130193874527 2276.9742116021566 150 GTEX 1 100 100 0.0 0.002 100 9763 -98 2262.169917310419 2278.3176079231525 150 GTEX 1 100 100 0.0 0.002 100 9763 -99 2261.419789631087 2280.496189828155 150 GTEX 1 100 100 0.0 0.002 100 9763 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index 24956073f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3061.091021515115 3382.833523478345 150 GTEX 1 100 100 1.0 0.002 100 2263 -1 2494.6331881624574 2615.016587173984 150 GTEX 1 100 100 1.0 0.002 100 2263 -2 2429.3558108099187 2480.9979805021685 150 GTEX 1 100 100 1.0 0.002 100 2263 -3 2396.667680098261 2418.6583293726235 150 GTEX 1 100 100 1.0 0.002 100 2263 -4 2377.0689857283855 2389.377097010159 150 GTEX 1 100 100 1.0 0.002 100 2263 -5 2359.896805081962 2375.5826170018418 150 GTEX 1 100 100 1.0 0.002 100 2263 -6 2349.365415281991 2363.442302979444 150 GTEX 1 100 100 1.0 0.002 100 2263 -7 2341.0615653697546 2354.9390228619595 150 GTEX 1 100 100 1.0 0.002 100 2263 -8 2334.442565266807 2350.067324330145 150 GTEX 1 100 100 1.0 0.002 100 2263 -9 2329.739530707408 2350.5200241727066 150 GTEX 1 100 100 1.0 0.002 100 2263 -10 2325.51561857864 2338.676863173568 150 GTEX 1 100 100 1.0 0.002 100 2263 -11 2321.7589761587537 2347.594837029171 150 GTEX 1 100 100 1.0 0.002 100 2263 -12 2318.190094719445 2333.888541914211 150 GTEX 1 100 100 1.0 0.002 100 2263 -13 2315.800909109852 2331.2877039456093 150 GTEX 1 100 100 1.0 0.002 100 2263 -14 2313.475865846906 2329.0310397420094 150 GTEX 1 100 100 1.0 0.002 100 2263 -15 2311.033172023955 2335.0545440789865 150 GTEX 1 100 100 1.0 0.002 100 2263 -16 2307.2139883938944 2324.738445557569 150 GTEX 1 100 100 1.0 0.002 100 2263 -17 2304.5952774842463 2325.004261785587 150 GTEX 1 100 100 1.0 0.002 100 2263 -18 2303.076888772141 2317.966959790132 150 GTEX 1 100 100 1.0 0.002 100 2263 -19 2300.183770659759 2317.1222490085847 150 GTEX 1 100 100 1.0 0.002 100 2263 -20 2300.2324965071925 2315.857372211413 150 GTEX 1 100 100 1.0 0.002 100 2263 -21 2298.3473083102817 2311.8992808526914 150 GTEX 1 100 100 1.0 0.002 100 2263 -22 2296.46902083182 2309.6840337600997 150 GTEX 1 100 100 1.0 0.002 100 2263 -23 2294.2309500683295 2309.9082875995127 150 GTEX 1 100 100 1.0 0.002 100 2263 -24 2293.703860284409 2308.6098414664034 150 GTEX 1 100 100 1.0 0.002 100 2263 -25 2291.9243157357464 2313.4174122393356 150 GTEX 1 100 100 1.0 0.002 100 2263 -26 2290.8921462949834 2306.1204216670626 150 GTEX 1 100 100 1.0 0.002 100 2263 -27 2289.4752238914207 2303.6106695022872 150 GTEX 1 100 100 1.0 0.002 100 2263 -28 2288.819532884997 2303.4582584511645 150 GTEX 1 100 100 1.0 0.002 100 2263 -29 2287.6927009406027 2305.976898077323 150 GTEX 1 100 100 1.0 0.002 100 2263 -30 2287.359554127578 2301.514504552341 150 GTEX 1 100 100 1.0 0.002 100 2263 -31 2285.476123088137 2300.9327425068323 150 GTEX 1 100 100 1.0 0.002 100 2263 -32 2284.795368172418 2301.0792417344937 150 GTEX 1 100 100 1.0 0.002 100 2263 -33 2283.7081353628887 2301.8401115620545 150 GTEX 1 100 100 1.0 0.002 100 2263 -34 2283.160973490563 2300.8793239811075 150 GTEX 1 100 100 1.0 0.002 100 2263 -35 2282.5420857743097 2298.490832194629 150 GTEX 1 100 100 1.0 0.002 100 2263 -36 2282.4561582544957 2301.0934311319215 150 GTEX 1 100 100 1.0 0.002 100 2263 -37 2281.863492896996 2296.756797413409 150 GTEX 1 100 100 1.0 0.002 100 2263 -38 2280.3072502673763 2295.392578125 150 GTEX 1 100 100 1.0 0.002 100 2263 -39 2279.73045095587 2297.2873442327113 150 GTEX 1 100 100 1.0 0.002 100 2263 -40 2279.022456862902 2298.5713582202056 150 GTEX 1 100 100 1.0 0.002 100 2263 -41 2279.827170177285 2301.2257010456274 150 GTEX 1 100 100 1.0 0.002 100 2263 -42 2278.0763197210126 2294.2867654430547 150 GTEX 1 100 100 1.0 0.002 100 2263 -43 2278.408659170507 2290.919955293489 150 GTEX 1 100 100 1.0 0.002 100 2263 -44 2276.901665458385 2293.2110080501425 150 GTEX 1 100 100 1.0 0.002 100 2263 -45 2276.4277328018957 2293.551175309678 150 GTEX 1 100 100 1.0 0.002 100 2263 -46 2277.4868971503397 2291.7481800848086 150 GTEX 1 100 100 1.0 0.002 100 2263 -47 2276.1090824283942 2290.768443292538 150 GTEX 1 100 100 1.0 0.002 100 2263 -48 2276.668291906879 2290.8642044357475 150 GTEX 1 100 100 1.0 0.002 100 2263 -49 2273.7388904281815 2289.8034375556977 150 GTEX 1 100 100 1.0 0.002 100 2263 -50 2274.4185113420303 2289.2578134282912 150 GTEX 1 100 100 1.0 0.002 100 2263 -51 2273.8891776667056 2287.92557841834 150 GTEX 1 100 100 1.0 0.002 100 2263 -52 2273.6043615166914 2287.738303528992 150 GTEX 1 100 100 1.0 0.002 100 2263 -53 2272.911294068582 2289.091062596542 150 GTEX 1 100 100 1.0 0.002 100 2263 -54 2272.6929302785747 2287.438760619653 150 GTEX 1 100 100 1.0 0.002 100 2263 -55 2271.7423086032404 2289.9784292939044 150 GTEX 1 100 100 1.0 0.002 100 2263 -56 2271.6774774690207 2286.339015714116 150 GTEX 1 100 100 1.0 0.002 100 2263 -57 2271.185251827689 2286.6176521098205 150 GTEX 1 100 100 1.0 0.002 100 2263 -58 2270.637980869608 2292.7169435450332 150 GTEX 1 100 100 1.0 0.002 100 2263 -59 2270.6248484662183 2285.4029559581454 150 GTEX 1 100 100 1.0 0.002 100 2263 -60 2270.514234066362 2286.282399688837 150 GTEX 1 100 100 1.0 0.002 100 2263 -61 2269.5753894748286 2285.6859970963046 150 GTEX 1 100 100 1.0 0.002 100 2263 -62 2269.9292589709235 2288.1958866482 150 GTEX 1 100 100 1.0 0.002 100 2263 -63 2269.1037691784622 2286.4604274039034 150 GTEX 1 100 100 1.0 0.002 100 2263 -64 2269.307076116997 2284.9175032118883 150 GTEX 1 100 100 1.0 0.002 100 2263 -65 2268.865972135114 2284.901368579937 150 GTEX 1 100 100 1.0 0.002 100 2263 -66 2268.887790652934 2284.4428130755405 150 GTEX 1 100 100 1.0 0.002 100 2263 -67 2267.9459554096634 2283.3694028673062 150 GTEX 1 100 100 1.0 0.002 100 2263 -68 2268.0211347332347 2290.1330329691955 150 GTEX 1 100 100 1.0 0.002 100 2263 -69 2267.9254320466407 2281.987601740732 150 GTEX 1 100 100 1.0 0.002 100 2263 -70 2267.7730442239326 2281.8507920181796 150 GTEX 1 100 100 1.0 0.002 100 2263 -71 2267.4087099224607 2283.1144597158686 150 GTEX 1 100 100 1.0 0.002 100 2263 -72 2266.9357336617904 2287.9434034688393 150 GTEX 1 100 100 1.0 0.002 100 2263 -73 2266.781325509005 2281.7735758154113 150 GTEX 1 100 100 1.0 0.002 100 2263 -74 2266.4343020337506 2283.8200790347255 150 GTEX 1 100 100 1.0 0.002 100 2263 -75 2266.2255585500125 2284.934959266576 150 GTEX 1 100 100 1.0 0.002 100 2263 -76 2266.3033115237467 2285.0548378831986 150 GTEX 1 100 100 1.0 0.002 100 2263 -77 2265.4485787286594 2294.905945984583 150 GTEX 1 100 100 1.0 0.002 100 2263 -78 2265.758170265173 2281.3607572258197 150 GTEX 1 100 100 1.0 0.002 100 2263 -79 2265.3694043391683 2280.7771817631597 150 GTEX 1 100 100 1.0 0.002 100 2263 -80 2265.2967140275928 2279.7767273645436 150 GTEX 1 100 100 1.0 0.002 100 2263 -81 2264.5750826163417 2280.283999598978 150 GTEX 1 100 100 1.0 0.002 100 2263 -82 2264.2498109180247 2280.9065247742396 150 GTEX 1 100 100 1.0 0.002 100 2263 -83 2264.3090763319706 2281.8900007240672 150 GTEX 1 100 100 1.0 0.002 100 2263 -84 2264.93689685635 2285.3490236231582 150 GTEX 1 100 100 1.0 0.002 100 2263 -85 2264.7002456002597 2280.7369927816067 150 GTEX 1 100 100 1.0 0.002 100 2263 -86 2264.012283623376 2285.2324385842444 150 GTEX 1 100 100 1.0 0.002 100 2263 -87 2263.8781973215346 2279.0010461843513 150 GTEX 1 100 100 1.0 0.002 100 2263 -88 2263.7388096325144 2283.0879602468513 150 GTEX 1 100 100 1.0 0.002 100 2263 -89 2264.458623179944 2281.367542107296 150 GTEX 1 100 100 1.0 0.002 100 2263 -90 2263.3753443551036 2279.344840742336 150 GTEX 1 100 100 1.0 0.002 100 2263 -91 2263.6198471035486 2283.456443641576 150 GTEX 1 100 100 1.0 0.002 100 2263 -92 2263.2127370281305 2277.3382081006416 150 GTEX 1 100 100 1.0 0.002 100 2263 -93 2262.361210632163 2278.8800819309945 150 GTEX 1 100 100 1.0 0.002 100 2263 -94 2263.001466932626 2282.3271674674725 150 GTEX 1 100 100 1.0 0.002 100 2263 -95 2262.9064323253638 2279.5048368620783 150 GTEX 1 100 100 1.0 0.002 100 2263 -96 2262.043397614328 2280.5927868977246 150 GTEX 1 100 100 1.0 0.002 100 2263 -97 2262.9234946526835 2283.8756757961028 150 GTEX 1 100 100 1.0 0.002 100 2263 -98 2262.827783533219 2278.4880793466314 150 GTEX 1 100 100 1.0 0.002 100 2263 -99 2261.4456448891956 2276.6791425929778 150 GTEX 1 100 100 1.0 0.002 100 2263 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 43d708271..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3045.9929025919396 3932.7501726621913 150 GTEX 1 50 100 0.5 0.002 100 2392 -1 2489.6361716191773 2586.2969112033625 150 GTEX 1 50 100 0.5 0.002 100 2392 -2 2427.3119414448297 2484.183060910765 150 GTEX 1 50 100 0.5 0.002 100 2392 -3 2395.1770092512975 2390.1716888775845 150 GTEX 1 50 100 0.5 0.002 100 2392 -4 2375.1747451674237 2366.2927009379455 150 GTEX 1 50 100 0.5 0.002 100 2392 -5 2361.7102476035175 2356.500213971156 150 GTEX 1 50 100 0.5 0.002 100 2392 -6 2352.851527530666 2345.1944310873632 150 GTEX 1 50 100 0.5 0.002 100 2392 -7 2343.45971744159 2334.5729446701225 150 GTEX 1 50 100 0.5 0.002 100 2392 -8 2337.102084899561 2328.5874227661598 150 GTEX 1 50 100 0.5 0.002 100 2392 -9 2331.398457331429 2324.28629804836 150 GTEX 1 50 100 0.5 0.002 100 2392 -10 2326.719396416912 2330.7454634401734 150 GTEX 1 50 100 0.5 0.002 100 2392 -11 2323.633212249005 2319.9344013634745 150 GTEX 1 50 100 0.5 0.002 100 2392 -12 2318.530228926386 2310.6439306454968 150 GTEX 1 50 100 0.5 0.002 100 2392 -13 2317.3797447403645 2309.165101722166 150 GTEX 1 50 100 0.5 0.002 100 2392 -14 2313.993927069648 2310.4527272271566 150 GTEX 1 50 100 0.5 0.002 100 2392 -15 2310.544754635964 2306.1164128408686 150 GTEX 1 50 100 0.5 0.002 100 2392 -16 2309.040694711729 2309.307364228107 150 GTEX 1 50 100 0.5 0.002 100 2392 -17 2306.0969546454953 2305.2879313769904 150 GTEX 1 50 100 0.5 0.002 100 2392 -18 2303.8679535502024 2301.6847898534043 150 GTEX 1 50 100 0.5 0.002 100 2392 -19 2302.456331966469 2301.4602746999763 150 GTEX 1 50 100 0.5 0.002 100 2392 -20 2301.0306925279506 2297.4573343371258 150 GTEX 1 50 100 0.5 0.002 100 2392 -21 2299.439520407443 2292.7470099735624 150 GTEX 1 50 100 0.5 0.002 100 2392 -22 2298.5767904660183 2296.5795220784817 150 GTEX 1 50 100 0.5 0.002 100 2392 -23 2295.9679901648487 2292.580778984969 150 GTEX 1 50 100 0.5 0.002 100 2392 -24 2294.545153353425 2288.5175855513307 150 GTEX 1 50 100 0.5 0.002 100 2392 -25 2293.884511736286 2290.235488485474 150 GTEX 1 50 100 0.5 0.002 100 2392 -26 2293.4227352043613 2286.9210107607532 150 GTEX 1 50 100 0.5 0.002 100 2392 -27 2291.8132830448862 2286.09748776512 150 GTEX 1 50 100 0.5 0.002 100 2392 -28 2290.2373006386906 2285.004251574382 150 GTEX 1 50 100 0.5 0.002 100 2392 -29 2289.160531989823 2282.3213563636227 150 GTEX 1 50 100 0.5 0.002 100 2392 -30 2288.432112169452 2283.6759042486037 150 GTEX 1 50 100 0.5 0.002 100 2392 -31 2287.5125251593527 2281.8582392355333 150 GTEX 1 50 100 0.5 0.002 100 2392 -32 2286.704005628928 2281.8907568173718 150 GTEX 1 50 100 0.5 0.002 100 2392 -33 2285.8192721107284 2279.6506213054004 150 GTEX 1 50 100 0.5 0.002 100 2392 -34 2285.625083194006 2287.0370532133734 150 GTEX 1 50 100 0.5 0.002 100 2392 -35 2284.6304971484005 2281.976963521863 150 GTEX 1 50 100 0.5 0.002 100 2392 -36 2283.5919298409935 2279.400689534815 150 GTEX 1 50 100 0.5 0.002 100 2392 -37 2282.4024818995013 2278.102311166974 150 GTEX 1 50 100 0.5 0.002 100 2392 -38 2282.8976553577145 2276.1124351124345 150 GTEX 1 50 100 0.5 0.002 100 2392 -39 2281.759311952044 2278.491497779527 150 GTEX 1 50 100 0.5 0.002 100 2392 -40 2281.2519292447614 2275.2054155589058 150 GTEX 1 50 100 0.5 0.002 100 2392 -41 2280.1937254956774 2276.10914107058 150 GTEX 1 50 100 0.5 0.002 100 2392 -42 2280.006583905565 2275.7415372319097 150 GTEX 1 50 100 0.5 0.002 100 2392 -43 2280.877749218915 2274.973015962898 150 GTEX 1 50 100 0.5 0.002 100 2392 -44 2279.2346925091765 2277.439750178232 150 GTEX 1 50 100 0.5 0.002 100 2392 -45 2278.2001320015 2273.3740113697127 150 GTEX 1 50 100 0.5 0.002 100 2392 -46 2278.618084221011 2272.512355557866 150 GTEX 1 50 100 0.5 0.002 100 2392 -47 2276.822955212019 2279.4882492239485 150 GTEX 1 50 100 0.5 0.002 100 2392 -48 2277.0716639513 2272.707011291736 150 GTEX 1 50 100 0.5 0.002 100 2392 -49 2277.0358324785275 2271.0581959771566 150 GTEX 1 50 100 0.5 0.002 100 2392 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index 6930fb9f5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3065.716323473769 3412.1938147019073 150 GTEX 1 50 100 0.0 0.002 100 3629 -1 2491.6983091346915 2606.57942135887 150 GTEX 1 50 100 0.0 0.002 100 3629 -2 2429.524394592111 2434.285110763724 150 GTEX 1 50 100 0.0 0.002 100 3629 -3 2396.796970030971 2394.9453946537847 150 GTEX 1 50 100 0.0 0.002 100 3629 -4 2377.020384078823 2390.4625160594405 150 GTEX 1 50 100 0.0 0.002 100 3629 -5 2362.3124261156763 2354.1878875616385 150 GTEX 1 50 100 0.0 0.002 100 3629 -6 2350.592489995057 2348.0808913082224 150 GTEX 1 50 100 0.0 0.002 100 3629 -7 2343.418251805614 2362.368360860266 150 GTEX 1 50 100 0.0 0.002 100 3629 -8 2337.59980039112 2350.9705759490853 150 GTEX 1 50 100 0.0 0.002 100 3629 -9 2331.046528040248 2342.6174028635933 150 GTEX 1 50 100 0.0 0.002 100 3629 -10 2327.235498119083 2320.853220892496 150 GTEX 1 50 100 0.0 0.002 100 3629 -11 2324.661497179553 2321.2292573297887 150 GTEX 1 50 100 0.0 0.002 100 3629 -12 2321.137368622584 2314.4883949656905 150 GTEX 1 50 100 0.0 0.002 100 3629 -13 2316.3282376961583 2311.7252865635396 150 GTEX 1 50 100 0.0 0.002 100 3629 -14 2313.6838228816628 2314.3193883859612 150 GTEX 1 50 100 0.0 0.002 100 3629 -15 2311.667911834572 2306.7478134097255 150 GTEX 1 50 100 0.0 0.002 100 3629 -16 2309.437602174412 2309.796496721275 150 GTEX 1 50 100 0.0 0.002 100 3629 -17 2306.927546530877 2304.6834364046163 150 GTEX 1 50 100 0.0 0.002 100 3629 -18 2304.08527122587 2298.4657836449915 150 GTEX 1 50 100 0.0 0.002 100 3629 -19 2303.733435727808 2318.5258612687144 150 GTEX 1 50 100 0.0 0.002 100 3629 -20 2300.712833116434 2294.5405440529944 150 GTEX 1 50 100 0.0 0.002 100 3629 -21 2299.046756475619 2295.2127383852185 150 GTEX 1 50 100 0.0 0.002 100 3629 -22 2297.8092163898277 2292.502130428648 150 GTEX 1 50 100 0.0 0.002 100 3629 -23 2296.5216955062238 2292.093183742277 150 GTEX 1 50 100 0.0 0.002 100 3629 -24 2295.6495720176417 2292.9298053930015 150 GTEX 1 50 100 0.0 0.002 100 3629 -25 2295.3319851657816 2295.1824324575214 150 GTEX 1 50 100 0.0 0.002 100 3629 -26 2293.426989600388 2290.8479505183577 150 GTEX 1 50 100 0.0 0.002 100 3629 -27 2292.0902259885493 2285.8052505087035 150 GTEX 1 50 100 0.0 0.002 100 3629 -28 2291.0866184736287 2288.1059291825095 150 GTEX 1 50 100 0.0 0.002 100 3629 -29 2290.413042122678 2287.0249826409517 150 GTEX 1 50 100 0.0 0.002 100 3629 -30 2288.712656284041 2285.6927429895436 150 GTEX 1 50 100 0.0 0.002 100 3629 -31 2287.458566702922 2286.178314092948 150 GTEX 1 50 100 0.0 0.002 100 3629 -32 2286.789665978902 2282.2109453904764 150 GTEX 1 50 100 0.0 0.002 100 3629 -33 2285.779471309054 2281.8747837081155 150 GTEX 1 50 100 0.0 0.002 100 3629 -34 2285.6553925034414 2281.5240617759328 150 GTEX 1 50 100 0.0 0.002 100 3629 -35 2284.594674985311 2282.5151747786954 150 GTEX 1 50 100 0.0 0.002 100 3629 -36 2283.4738186709014 2278.531942505347 150 GTEX 1 50 100 0.0 0.002 100 3629 -37 2283.5594895426216 2279.0383036218213 150 GTEX 1 50 100 0.0 0.002 100 3629 -38 2282.6345202980997 2279.9535835759266 150 GTEX 1 50 100 0.0 0.002 100 3629 -39 2281.8841074227003 2281.1556456823314 150 GTEX 1 50 100 0.0 0.002 100 3629 -40 2281.260081148455 2278.097797814431 150 GTEX 1 50 100 0.0 0.002 100 3629 -41 2280.9232745728173 2286.03133586695 150 GTEX 1 50 100 0.0 0.002 100 3629 -42 2281.042065865515 2274.7123540725997 150 GTEX 1 50 100 0.0 0.002 100 3629 -43 2279.453249301026 2279.455155173182 150 GTEX 1 50 100 0.0 0.002 100 3629 -44 2279.8907059503986 2274.940975522814 150 GTEX 1 50 100 0.0 0.002 100 3629 -45 2277.8187622444248 2275.160271822273 150 GTEX 1 50 100 0.0 0.002 100 3629 -46 2277.2576050307566 2273.508446522992 150 GTEX 1 50 100 0.0 0.002 100 3629 -47 2276.561711410566 2276.3037155789566 150 GTEX 1 50 100 0.0 0.002 100 3629 -48 2277.165184278076 2272.673566810985 150 GTEX 1 50 100 0.0 0.002 100 3629 -49 2275.9519995599435 2276.735698743465 150 GTEX 1 50 100 0.0 0.002 100 3629 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 0ef8e829c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3054.189979650736 3636.5068818879217 150 GTEX 1 50 100 1.0 0.002 100 6327 -1 2490.0763992014613 2543.9241456006416 150 GTEX 1 50 100 1.0 0.002 100 6327 -2 2429.004100721792 2437.457886206333 150 GTEX 1 50 100 1.0 0.002 100 6327 -3 2398.933938646664 2436.6480457610505 150 GTEX 1 50 100 1.0 0.002 100 6327 -4 2377.5015866432823 2411.230712890625 150 GTEX 1 50 100 1.0 0.002 100 6327 -5 2360.2630986203308 2373.6773621301686 150 GTEX 1 50 100 1.0 0.002 100 6327 -6 2350.9881632929682 2355.709554113816 150 GTEX 1 50 100 1.0 0.002 100 6327 -7 2341.6622085579347 2349.4273628263873 150 GTEX 1 50 100 1.0 0.002 100 6327 -8 2334.6902726091703 2343.0535837615853 150 GTEX 1 50 100 1.0 0.002 100 6327 -9 2330.848192369093 2336.2923208026377 150 GTEX 1 50 100 1.0 0.002 100 6327 -10 2325.8295362034733 2328.388370412384 150 GTEX 1 50 100 1.0 0.002 100 6327 -11 2322.1584660655103 2327.196330371465 150 GTEX 1 50 100 1.0 0.002 100 6327 -12 2318.0868632589686 2322.733570635545 150 GTEX 1 50 100 1.0 0.002 100 6327 -13 2315.071917478973 2321.6868325585197 150 GTEX 1 50 100 1.0 0.002 100 6327 -14 2312.550944053398 2320.450000139244 150 GTEX 1 50 100 1.0 0.002 100 6327 -15 2310.635306308674 2314.952385383867 150 GTEX 1 50 100 1.0 0.002 100 6327 -16 2307.8257139727143 2312.9940793577707 150 GTEX 1 50 100 1.0 0.002 100 6327 -17 2306.462907800204 2319.069509760055 150 GTEX 1 50 100 1.0 0.002 100 6327 -18 2303.132043870938 2308.277157163439 150 GTEX 1 50 100 1.0 0.002 100 6327 -19 2301.042666146631 2309.4424505777683 150 GTEX 1 50 100 1.0 0.002 100 6327 -20 2300.2358496176275 2307.349154512239 150 GTEX 1 50 100 1.0 0.002 100 6327 -21 2298.572875912091 2306.765780952947 150 GTEX 1 50 100 1.0 0.002 100 6327 -22 2296.551741591474 2305.8500080761346 150 GTEX 1 50 100 1.0 0.002 100 6327 -23 2294.9130451399433 2316.068619296578 150 GTEX 1 50 100 1.0 0.002 100 6327 -24 2294.382383945135 2310.8890682554065 150 GTEX 1 50 100 1.0 0.002 100 6327 -25 2292.8266058712584 2303.684255157587 150 GTEX 1 50 100 1.0 0.002 100 6327 -26 2292.1481518655264 2299.283895630347 150 GTEX 1 50 100 1.0 0.002 100 6327 -27 2290.7280259769545 2296.29166914211 150 GTEX 1 50 100 1.0 0.002 100 6327 -28 2289.6483303483897 2296.978823817728 150 GTEX 1 50 100 1.0 0.002 100 6327 -29 2289.533583842022 2304.636915547766 150 GTEX 1 50 100 1.0 0.002 100 6327 -30 2286.7520558151837 2295.3851550432214 150 GTEX 1 50 100 1.0 0.002 100 6327 -31 2286.3243080816915 2295.5612813855305 150 GTEX 1 50 100 1.0 0.002 100 6327 -32 2285.413458105603 2299.092516300796 150 GTEX 1 50 100 1.0 0.002 100 6327 -33 2285.1284753999503 2306.2428974108097 150 GTEX 1 50 100 1.0 0.002 100 6327 -34 2284.09170952903 2294.0038872200275 150 GTEX 1 50 100 1.0 0.002 100 6327 -35 2283.178308300173 2293.20979732615 150 GTEX 1 50 100 1.0 0.002 100 6327 -36 2282.454647532836 2292.6350691762714 150 GTEX 1 50 100 1.0 0.002 100 6327 -37 2282.0714866031344 2290.3265654705324 150 GTEX 1 50 100 1.0 0.002 100 6327 -38 2281.6612418724667 2290.319904051806 150 GTEX 1 50 100 1.0 0.002 100 6327 -39 2281.055582364232 2289.0339745351116 150 GTEX 1 50 100 1.0 0.002 100 6327 -40 2279.6621032373146 2289.7869557427816 150 GTEX 1 50 100 1.0 0.002 100 6327 -41 2279.4051348495927 2289.1126479232266 150 GTEX 1 50 100 1.0 0.002 100 6327 -42 2279.1640578322645 2286.4715627227897 150 GTEX 1 50 100 1.0 0.002 100 6327 -43 2278.4574228755973 2287.595591730038 150 GTEX 1 50 100 1.0 0.002 100 6327 -44 2278.1280147640737 2285.5104112516337 150 GTEX 1 50 100 1.0 0.002 100 6327 -45 2277.2795858104137 2291.821300201996 150 GTEX 1 50 100 1.0 0.002 100 6327 -46 2276.8886953426213 2286.3216756958473 150 GTEX 1 50 100 1.0 0.002 100 6327 -47 2275.824195772362 2284.640827135441 150 GTEX 1 50 100 1.0 0.002 100 6327 -48 2275.0655613382755 2283.985494519368 150 GTEX 1 50 100 1.0 0.002 100 6327 -49 2275.7083646234946 2283.27129871673 150 GTEX 1 50 100 1.0 0.002 100 6327 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 41d19685a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2698.285624416146 2564.249201669439 50 GTEX 1 100 100 0.5 0.002 100 5922 -1 2402.4796994762232 2358.9536991482 50 GTEX 1 100 100 0.5 0.002 100 5922 -2 2362.2448889068605 2333.413233071679 50 GTEX 1 100 100 0.5 0.002 100 5922 -3 2342.4642169324197 2316.8215926137714 50 GTEX 1 100 100 0.5 0.002 100 5922 -4 2329.910431569036 2315.7839401883316 50 GTEX 1 100 100 0.5 0.002 100 5922 -5 2322.735622162223 2303.198218980216 50 GTEX 1 100 100 0.5 0.002 100 5922 -6 2315.8656018882616 2295.1869291008197 50 GTEX 1 100 100 0.5 0.002 100 5922 -7 2312.1327889808017 2292.953783158567 50 GTEX 1 100 100 0.5 0.002 100 5922 -8 2307.6916503132593 2285.476534187114 50 GTEX 1 100 100 0.5 0.002 100 5922 -9 2303.8154291459396 2282.5672588856046 50 GTEX 1 100 100 0.5 0.002 100 5922 -10 2300.3637965576972 2280.0589376819453 50 GTEX 1 100 100 0.5 0.002 100 5922 -11 2298.4633467220838 2278.679338926598 50 GTEX 1 100 100 0.5 0.002 100 5922 -12 2295.2731066839087 2274.6021696025427 50 GTEX 1 100 100 0.5 0.002 100 5922 -13 2293.772528116789 2272.9824084147754 50 GTEX 1 100 100 0.5 0.002 100 5922 -14 2291.9234308517002 2274.8444801011465 50 GTEX 1 100 100 0.5 0.002 100 5922 -15 2290.2418415460033 2277.4603698498395 50 GTEX 1 100 100 0.5 0.002 100 5922 -16 2289.0908623994865 2273.7111807123338 50 GTEX 1 100 100 0.5 0.002 100 5922 -17 2287.635464263816 2266.6541172506236 50 GTEX 1 100 100 0.5 0.002 100 5922 -18 2286.8215727886177 2266.302143517556 50 GTEX 1 100 100 0.5 0.002 100 5922 -19 2285.942564673669 2265.045918395764 50 GTEX 1 100 100 0.5 0.002 100 5922 -20 2285.2841621512557 2265.5230726814993 50 GTEX 1 100 100 0.5 0.002 100 5922 -21 2284.13551942562 2269.667737605454 50 GTEX 1 100 100 0.5 0.002 100 5922 -22 2282.567949981061 2262.902680255614 50 GTEX 1 100 100 0.5 0.002 100 5922 -23 2281.8890842346277 2262.3189966470118 50 GTEX 1 100 100 0.5 0.002 100 5922 -24 2281.2271780995416 2260.510216774596 50 GTEX 1 100 100 0.5 0.002 100 5922 -25 2280.4757848965073 2258.7369226956093 50 GTEX 1 100 100 0.5 0.002 100 5922 -26 2280.2003454536975 2259.86030004233 50 GTEX 1 100 100 0.5 0.002 100 5922 -27 2279.1191924600753 2262.518221430905 50 GTEX 1 100 100 0.5 0.002 100 5922 -28 2278.7624935683243 2261.858592914538 50 GTEX 1 100 100 0.5 0.002 100 5922 -29 2279.0068462787262 2258.3826885731046 50 GTEX 1 100 100 0.5 0.002 100 5922 -30 2277.9740906116313 2255.935531558193 50 GTEX 1 100 100 0.5 0.002 100 5922 -31 2277.3896590366126 2259.3031637097492 50 GTEX 1 100 100 0.5 0.002 100 5922 -32 2276.467773643809 2259.2262923672174 50 GTEX 1 100 100 0.5 0.002 100 5922 -33 2276.640367887712 2266.0429167656844 50 GTEX 1 100 100 0.5 0.002 100 5922 -34 2275.8013337706393 2255.873278019546 50 GTEX 1 100 100 0.5 0.002 100 5922 -35 2274.7676769468944 2259.083534617841 50 GTEX 1 100 100 0.5 0.002 100 5922 -36 2275.1196387574932 2256.856684347523 50 GTEX 1 100 100 0.5 0.002 100 5922 -37 2275.132407980105 2254.7260366229502 50 GTEX 1 100 100 0.5 0.002 100 5922 -38 2275.1880026454974 2255.4879192163735 50 GTEX 1 100 100 0.5 0.002 100 5922 -39 2274.9398330425756 2254.616706180935 50 GTEX 1 100 100 0.5 0.002 100 5922 -40 2274.246109094214 2251.686584240583 50 GTEX 1 100 100 0.5 0.002 100 5922 -41 2273.8546492142523 2255.7046645712035 50 GTEX 1 100 100 0.5 0.002 100 5922 -42 2273.4870838081874 2254.714458044944 50 GTEX 1 100 100 0.5 0.002 100 5922 -43 2273.1271753968967 2251.0984267318204 50 GTEX 1 100 100 0.5 0.002 100 5922 -44 2272.949901735139 2255.3798020511526 50 GTEX 1 100 100 0.5 0.002 100 5922 -45 2273.187627808275 2253.2695024729683 50 GTEX 1 100 100 0.5 0.002 100 5922 -46 2273.8062728796413 2267.3432241229502 50 GTEX 1 100 100 0.5 0.002 100 5922 -47 2274.997393520956 2252.0201272130466 50 GTEX 1 100 100 0.5 0.002 100 5922 -48 2272.901741921568 2252.8584081845593 50 GTEX 1 100 100 0.5 0.002 100 5922 -49 2272.724476692681 2250.968263111187 50 GTEX 1 100 100 0.5 0.002 100 5922 -50 2271.9826750674215 2251.284606237375 50 GTEX 1 100 100 0.5 0.002 100 5922 -51 2272.594324724619 2254.6860295865017 50 GTEX 1 100 100 0.5 0.002 100 5922 -52 2271.4189060880476 2252.5292202909636 50 GTEX 1 100 100 0.5 0.002 100 5922 -53 2272.0799593943107 2256.213486123901 50 GTEX 1 100 100 0.5 0.002 100 5922 -54 2271.82647226055 2250.2106604050323 50 GTEX 1 100 100 0.5 0.002 100 5922 -55 2272.0462295114776 2255.6082791520616 50 GTEX 1 100 100 0.5 0.002 100 5922 -56 2272.357847103136 2257.621250631238 50 GTEX 1 100 100 0.5 0.002 100 5922 -57 2270.6696410114164 2251.8208258451164 50 GTEX 1 100 100 0.5 0.002 100 5922 -58 2271.734585847549 2250.8444086227128 50 GTEX 1 100 100 0.5 0.002 100 5922 -59 2270.652021676242 2254.481501009981 50 GTEX 1 100 100 0.5 0.002 100 5922 -60 2271.175648361372 2266.4960102037785 50 GTEX 1 100 100 0.5 0.002 100 5922 -61 2270.24966567666 2249.0226099282618 50 GTEX 1 100 100 0.5 0.002 100 5922 -62 2270.6793544660895 2248.1159886117216 50 GTEX 1 100 100 0.5 0.002 100 5922 -63 2270.4268561959884 2252.79631802519 50 GTEX 1 100 100 0.5 0.002 100 5922 -64 2271.0656711719 2250.871392659815 50 GTEX 1 100 100 0.5 0.002 100 5922 -65 2270.945897179017 2251.516426115435 50 GTEX 1 100 100 0.5 0.002 100 5922 -66 2270.506281946911 2251.2658658916052 50 GTEX 1 100 100 0.5 0.002 100 5922 -67 2271.4485145924245 2248.3578405343987 50 GTEX 1 100 100 0.5 0.002 100 5922 -68 2269.793778460293 2254.8714488214414 50 GTEX 1 100 100 0.5 0.002 100 5922 -69 2269.5091535842844 2251.712550870366 50 GTEX 1 100 100 0.5 0.002 100 5922 -70 2270.078529829358 2248.8737115316067 50 GTEX 1 100 100 0.5 0.002 100 5922 -71 2270.654068491206 2251.4515278747326 50 GTEX 1 100 100 0.5 0.002 100 5922 -72 2270.2182001613746 2249.161319399061 50 GTEX 1 100 100 0.5 0.002 100 5922 -73 2270.0866563828627 2248.3076037272754 50 GTEX 1 100 100 0.5 0.002 100 5922 -74 2269.8809015135635 2254.7354490330918 50 GTEX 1 100 100 0.5 0.002 100 5922 -75 2270.4392728885123 2252.603077935629 50 GTEX 1 100 100 0.5 0.002 100 5922 -76 2270.014972084362 2261.5882108855158 50 GTEX 1 100 100 0.5 0.002 100 5922 -77 2270.1155723603206 2250.9224844232713 50 GTEX 1 100 100 0.5 0.002 100 5922 -78 2269.584248940192 2252.795010062678 50 GTEX 1 100 100 0.5 0.002 100 5922 -79 2269.0548715789882 2249.3082303239366 50 GTEX 1 100 100 0.5 0.002 100 5922 -80 2269.9709697274907 2249.2111352260576 50 GTEX 1 100 100 0.5 0.002 100 5922 -81 2269.329848503354 2250.0746276623395 50 GTEX 1 100 100 0.5 0.002 100 5922 -82 2269.180609287525 2250.2227968861393 50 GTEX 1 100 100 0.5 0.002 100 5922 -83 2269.724336351149 2249.2361837756953 50 GTEX 1 100 100 0.5 0.002 100 5922 -84 2269.451041307346 2249.3810399276676 50 GTEX 1 100 100 0.5 0.002 100 5922 -85 2269.4813742133447 2254.1863660921163 50 GTEX 1 100 100 0.5 0.002 100 5922 -86 2269.3700495955936 2252.77000235786 50 GTEX 1 100 100 0.5 0.002 100 5922 -87 2269.556017495189 2248.4684923991504 50 GTEX 1 100 100 0.5 0.002 100 5922 -88 2270.1467032943797 2249.1244481307926 50 GTEX 1 100 100 0.5 0.002 100 5922 -89 2269.2990206368586 2248.443254942223 50 GTEX 1 100 100 0.5 0.002 100 5922 -90 2269.1430698103445 2248.2940177192254 50 GTEX 1 100 100 0.5 0.002 100 5922 -91 2269.077975967712 2256.842179795182 50 GTEX 1 100 100 0.5 0.002 100 5922 -92 2269.701727567636 2246.7935693545032 50 GTEX 1 100 100 0.5 0.002 100 5922 -93 2269.3476592672655 2248.5754106760933 50 GTEX 1 100 100 0.5 0.002 100 5922 -94 2269.7513004672483 2250.4844645801154 50 GTEX 1 100 100 0.5 0.002 100 5922 -95 2269.5667443900525 2247.7953804509266 50 GTEX 1 100 100 0.5 0.002 100 5922 -96 2269.555079589792 2247.5179870373395 50 GTEX 1 100 100 0.5 0.002 100 5922 -97 2269.204525294898 2248.063371201432 50 GTEX 1 100 100 0.5 0.002 100 5922 -98 2270.782625537847 2248.2717020593213 50 GTEX 1 100 100 0.5 0.002 100 5922 -99 2268.3413097800253 2252.100986959363 50 GTEX 1 100 100 0.5 0.002 100 5922 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index 71ae80819..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2698.939589082471 2490.4357770912547 50 GTEX 1 100 100 0.0 0.002 100 6021 -1 2402.246127404116 2386.9314489328362 50 GTEX 1 100 100 0.0 0.002 100 6021 -2 2360.193957954069 2364.8928125185657 50 GTEX 1 100 100 0.0 0.002 100 6021 -3 2339.2530499912937 2344.1097138263426 50 GTEX 1 100 100 0.0 0.002 100 6021 -4 2327.574545207819 2330.8188657579312 50 GTEX 1 100 100 0.0 0.002 100 6021 -5 2319.5074536259176 2349.9585708212035 50 GTEX 1 100 100 0.0 0.002 100 6021 -6 2313.608925788471 2317.29325419959 50 GTEX 1 100 100 0.0 0.002 100 6021 -7 2309.2325577035276 2316.9003641686963 50 GTEX 1 100 100 0.0 0.002 100 6021 -8 2303.991883323527 2311.05881050603 50 GTEX 1 100 100 0.0 0.002 100 6021 -9 2300.5476841687323 2307.4166802816067 50 GTEX 1 100 100 0.0 0.002 100 6021 -10 2297.855605120088 2306.237681573788 50 GTEX 1 100 100 0.0 0.002 100 6021 -11 2295.517580652282 2307.3697036337035 50 GTEX 1 100 100 0.0 0.002 100 6021 -12 2292.6519401069177 2302.5454816346837 50 GTEX 1 100 100 0.0 0.002 100 6021 -13 2292.3005910849033 2299.8479068886645 50 GTEX 1 100 100 0.0 0.002 100 6021 -14 2290.4394892806095 2296.63550500906 50 GTEX 1 100 100 0.0 0.002 100 6021 -15 2288.2459775723814 2300.7208962096006 50 GTEX 1 100 100 0.0 0.002 100 6021 -16 2286.9011695179224 2304.911088486588 50 GTEX 1 100 100 0.0 0.002 100 6021 -17 2285.6181263079975 2296.4475547877555 50 GTEX 1 100 100 0.0 0.002 100 6021 -18 2284.0343159544336 2293.9848609605215 50 GTEX 1 100 100 0.0 0.002 100 6021 -19 2283.0334365891467 2292.217437860177 50 GTEX 1 100 100 0.0 0.002 100 6021 -20 2281.8987907521687 2296.8756978430224 50 GTEX 1 100 100 0.0 0.002 100 6021 -21 2280.4761007810025 2288.3119634475997 50 GTEX 1 100 100 0.0 0.002 100 6021 -22 2280.0593449717603 2288.479242941273 50 GTEX 1 100 100 0.0 0.002 100 6021 -23 2279.400892754725 2290.3698203663407 50 GTEX 1 100 100 0.0 0.002 100 6021 -24 2277.997073561863 2295.5355233892287 50 GTEX 1 100 100 0.0 0.002 100 6021 -25 2278.056411415971 2286.490319777804 50 GTEX 1 100 100 0.0 0.002 100 6021 -26 2277.346918464097 2287.6405372764675 50 GTEX 1 100 100 0.0 0.002 100 6021 -27 2276.4987715345083 2288.028955727929 50 GTEX 1 100 100 0.0 0.002 100 6021 -28 2276.34060874287 2294.1733393796044 50 GTEX 1 100 100 0.0 0.002 100 6021 -29 2276.0540146497783 2290.4922230071443 50 GTEX 1 100 100 0.0 0.002 100 6021 -30 2275.2883959421956 2289.4079705880167 50 GTEX 1 100 100 0.0 0.002 100 6021 -31 2274.8192080002823 2283.7157523151586 50 GTEX 1 100 100 0.0 0.002 100 6021 -32 2273.122969148176 2287.2377734746315 50 GTEX 1 100 100 0.0 0.002 100 6021 -33 2273.3893282978865 2282.7300640149715 50 GTEX 1 100 100 0.0 0.002 100 6021 -34 2273.9492276212763 2294.5615290072483 50 GTEX 1 100 100 0.0 0.002 100 6021 -35 2273.733095756765 2287.5558965994833 50 GTEX 1 100 100 0.0 0.002 100 6021 -36 2273.1812490767684 2282.2826083223176 50 GTEX 1 100 100 0.0 0.002 100 6021 -37 2272.162016948677 2282.408668198966 50 GTEX 1 100 100 0.0 0.002 100 6021 -38 2271.377839685305 2281.1111601042658 50 GTEX 1 100 100 0.0 0.002 100 6021 -39 2270.886965830525 2296.971197440144 50 GTEX 1 100 100 0.0 0.002 100 6021 -40 2271.347957718671 2282.5158190128923 50 GTEX 1 100 100 0.0 0.002 100 6021 -41 2271.583922482373 2281.626398006773 50 GTEX 1 100 100 0.0 0.002 100 6021 -42 2271.6451785179356 2281.566558721854 50 GTEX 1 100 100 0.0 0.002 100 6021 -43 2270.3209169588686 2279.2077745792985 50 GTEX 1 100 100 0.0 0.002 100 6021 -44 2269.270767529436 2278.5193302749226 50 GTEX 1 100 100 0.0 0.002 100 6021 -45 2270.6149706092547 2281.979064709333 50 GTEX 1 100 100 0.0 0.002 100 6021 -46 2269.711879531572 2287.8828326903367 50 GTEX 1 100 100 0.0 0.002 100 6021 -47 2269.3993532787827 2285.2677454495156 50 GTEX 1 100 100 0.0 0.002 100 6021 -48 2269.8274566112054 2282.7679169513426 50 GTEX 1 100 100 0.0 0.002 100 6021 -49 2269.4035837945707 2281.452988077026 50 GTEX 1 100 100 0.0 0.002 100 6021 -50 2269.1020625150604 2279.1602286567254 50 GTEX 1 100 100 0.0 0.002 100 6021 -51 2268.2369084199554 2282.238321630674 50 GTEX 1 100 100 0.0 0.002 100 6021 -52 2268.6776948926617 2280.0640943403932 50 GTEX 1 100 100 0.0 0.002 100 6021 -53 2268.519134698781 2278.2679383020436 50 GTEX 1 100 100 0.0 0.002 100 6021 -54 2267.833646776508 2278.559973190946 50 GTEX 1 100 100 0.0 0.002 100 6021 -55 2269.0462341534244 2278.0894487620308 50 GTEX 1 100 100 0.0 0.002 100 6021 -56 2269.7308111967477 2282.7214548089205 50 GTEX 1 100 100 0.0 0.002 100 6021 -57 2268.6732784668948 2276.9909185257247 50 GTEX 1 100 100 0.0 0.002 100 6021 -58 2268.427232915778 2281.0582273069895 50 GTEX 1 100 100 0.0 0.002 100 6021 -59 2268.158520866274 2287.315379095621 50 GTEX 1 100 100 0.0 0.002 100 6021 -60 2269.0148390925797 2277.158586045182 50 GTEX 1 100 100 0.0 0.002 100 6021 -61 2268.4852397173654 2282.307027722493 50 GTEX 1 100 100 0.0 0.002 100 6021 -62 2267.816309568559 2277.0620481541855 50 GTEX 1 100 100 0.0 0.002 100 6021 -63 2267.969582945817 2277.649355812218 50 GTEX 1 100 100 0.0 0.002 100 6021 -64 2267.8914706853825 2276.0967186757366 50 GTEX 1 100 100 0.0 0.002 100 6021 -65 2267.078806592555 2274.5917277172944 50 GTEX 1 100 100 0.0 0.002 100 6021 -66 2267.4288133182204 2278.0203567330827 50 GTEX 1 100 100 0.0 0.002 100 6021 -67 2268.3465162909647 2275.2725161708354 50 GTEX 1 100 100 0.0 0.002 100 6021 -68 2267.8815422827734 2275.300343560629 50 GTEX 1 100 100 0.0 0.002 100 6021 -69 2268.697334093719 2277.552828596572 50 GTEX 1 100 100 0.0 0.002 100 6021 -70 2267.3825877266095 2277.090754403814 50 GTEX 1 100 100 0.0 0.002 100 6021 -71 2267.653403325986 2279.7467855591285 50 GTEX 1 100 100 0.0 0.002 100 6021 -72 2266.96083713079 2286.7991799474216 50 GTEX 1 100 100 0.0 0.002 100 6021 -73 2266.8661271245674 2275.729408177133 50 GTEX 1 100 100 0.0 0.002 100 6021 -74 2267.6467648517546 2274.2532940418546 50 GTEX 1 100 100 0.0 0.002 100 6021 -75 2267.0033128544383 2276.180488615435 50 GTEX 1 100 100 0.0 0.002 100 6021 -76 2267.007572433973 2275.9822577995037 50 GTEX 1 100 100 0.0 0.002 100 6021 -77 2266.6114065223273 2277.6727406316836 50 GTEX 1 100 100 0.0 0.002 100 6021 -78 2266.719457819556 2275.5001821771775 50 GTEX 1 100 100 0.0 0.002 100 6021 -79 2267.1998054663154 2276.0692472856763 50 GTEX 1 100 100 0.0 0.002 100 6021 -80 2266.6488842100357 2281.91970186995 50 GTEX 1 100 100 0.0 0.002 100 6021 -81 2268.183012965061 2277.829721196976 50 GTEX 1 100 100 0.0 0.002 100 6021 -82 2266.1190637749883 2274.485335317401 50 GTEX 1 100 100 0.0 0.002 100 6021 -83 2265.581444121067 2276.7397908838075 50 GTEX 1 100 100 0.0 0.002 100 6021 -84 2266.186768790189 2277.0640709010368 50 GTEX 1 100 100 0.0 0.002 100 6021 -85 2267.0231830181488 2276.355194671979 50 GTEX 1 100 100 0.0 0.002 100 6021 -86 2267.261369727161 2277.5236997423062 50 GTEX 1 100 100 0.0 0.002 100 6021 -87 2266.0906381160794 2278.041669606256 50 GTEX 1 100 100 0.0 0.002 100 6021 -88 2266.295360745303 2278.495522386674 50 GTEX 1 100 100 0.0 0.002 100 6021 -89 2266.3185713572475 2274.316228018061 50 GTEX 1 100 100 0.0 0.002 100 6021 -90 2266.0077750033834 2281.197182774997 50 GTEX 1 100 100 0.0 0.002 100 6021 -91 2266.6780775180396 2274.9104050320816 50 GTEX 1 100 100 0.0 0.002 100 6021 -92 2266.080692409323 2280.5194008250655 50 GTEX 1 100 100 0.0 0.002 100 6021 -93 2266.2237765323375 2277.0393720851653 50 GTEX 1 100 100 0.0 0.002 100 6021 -94 2267.364548449961 2280.386197050261 50 GTEX 1 100 100 0.0 0.002 100 6021 -95 2267.5001646601763 2286.269992378728 50 GTEX 1 100 100 0.0 0.002 100 6021 -96 2265.9471338968588 2274.1576767838046 50 GTEX 1 100 100 0.0 0.002 100 6021 -97 2266.4029920752682 2289.100811280225 50 GTEX 1 100 100 0.0 0.002 100 6021 -98 2266.310075382125 2283.7991256423775 50 GTEX 1 100 100 0.0 0.002 100 6021 -99 2266.9508742746184 2274.9691078563155 50 GTEX 1 100 100 0.0 0.002 100 6021 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index cebebf464..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2695.8326292875086 2481.712507936891 50 GTEX 1 100 100 1.0 0.002 100 493 -1 2400.555698464485 2380.748472496584 50 GTEX 1 100 100 1.0 0.002 100 493 -2 2361.9402455053573 2350.6223179342173 50 GTEX 1 100 100 1.0 0.002 100 493 -3 2341.4872472047227 2339.964453867633 50 GTEX 1 100 100 1.0 0.002 100 493 -4 2329.182860631833 2331.8676293666826 50 GTEX 1 100 100 1.0 0.002 100 493 -5 2319.8885393216237 2318.1121784398765 50 GTEX 1 100 100 1.0 0.002 100 493 -6 2315.1470845271733 2311.378310054881 50 GTEX 1 100 100 1.0 0.002 100 493 -7 2310.0930553842045 2307.7725212764376 50 GTEX 1 100 100 1.0 0.002 100 493 -8 2305.6264769128124 2313.2239976310007 50 GTEX 1 100 100 1.0 0.002 100 493 -9 2302.248357833874 2311.6272608535824 50 GTEX 1 100 100 1.0 0.002 100 493 -10 2298.706527392439 2296.306822105959 50 GTEX 1 100 100 1.0 0.002 100 493 -11 2296.850643884472 2293.647295237494 50 GTEX 1 100 100 1.0 0.002 100 493 -12 2294.430570939885 2294.4152135812737 50 GTEX 1 100 100 1.0 0.002 100 493 -13 2292.363541353765 2288.521647290132 50 GTEX 1 100 100 1.0 0.002 100 493 -14 2290.4232276117864 2289.1395751024834 50 GTEX 1 100 100 1.0 0.002 100 493 -15 2289.791645227748 2291.052407152299 50 GTEX 1 100 100 1.0 0.002 100 493 -16 2287.5813514884353 2282.2685082729326 50 GTEX 1 100 100 1.0 0.002 100 493 -17 2286.8069638850334 2285.518640090304 50 GTEX 1 100 100 1.0 0.002 100 493 -18 2284.961034129864 2281.8582197414153 50 GTEX 1 100 100 1.0 0.002 100 493 -19 2283.2502202345977 2280.8511387349986 50 GTEX 1 100 100 1.0 0.002 100 493 -20 2283.07630692987 2282.2155385760752 50 GTEX 1 100 100 1.0 0.002 100 493 -21 2281.390120317204 2279.5380249023438 50 GTEX 1 100 100 1.0 0.002 100 493 -22 2282.173496638405 2278.1594372883496 50 GTEX 1 100 100 1.0 0.002 100 493 -23 2280.1440527426275 2277.714475218334 50 GTEX 1 100 100 1.0 0.002 100 493 -24 2279.31470745212 2280.1961556206184 50 GTEX 1 100 100 1.0 0.002 100 493 -25 2278.083128657854 2281.137830610964 50 GTEX 1 100 100 1.0 0.002 100 493 -26 2278.011428060962 2281.757624288929 50 GTEX 1 100 100 1.0 0.002 100 493 -27 2276.848231232505 2279.954911032557 50 GTEX 1 100 100 1.0 0.002 100 493 -28 2276.6903419289124 2279.7625792760814 50 GTEX 1 100 100 1.0 0.002 100 493 -29 2276.4559337905685 2279.9979164500655 50 GTEX 1 100 100 1.0 0.002 100 493 -30 2275.577115557042 2279.7467298616475 50 GTEX 1 100 100 1.0 0.002 100 493 -31 2275.416030556596 2277.1117089565264 50 GTEX 1 100 100 1.0 0.002 100 493 -32 2275.0005663691145 2272.441530641041 50 GTEX 1 100 100 1.0 0.002 100 493 -33 2274.3330105203027 2273.7203102256863 50 GTEX 1 100 100 1.0 0.002 100 493 -34 2273.3751977469433 2272.0277366493137 50 GTEX 1 100 100 1.0 0.002 100 493 -35 2273.615420362344 2271.8759528910705 50 GTEX 1 100 100 1.0 0.002 100 493 -36 2273.0173574777846 2276.0634863095593 50 GTEX 1 100 100 1.0 0.002 100 493 -37 2272.3760687051486 2272.421775672826 50 GTEX 1 100 100 1.0 0.002 100 493 -38 2273.752147132597 2278.287524785379 50 GTEX 1 100 100 1.0 0.002 100 493 -39 2273.7707176285057 2272.4006143432152 50 GTEX 1 100 100 1.0 0.002 100 493 -40 2271.8743915954765 2270.6236444625565 50 GTEX 1 100 100 1.0 0.002 100 493 -41 2271.040155085387 2270.617291932777 50 GTEX 1 100 100 1.0 0.002 100 493 -42 2270.7983090263797 2270.0360348777626 50 GTEX 1 100 100 1.0 0.002 100 493 -43 2271.261622287762 2270.8288578860206 50 GTEX 1 100 100 1.0 0.002 100 493 -44 2271.7723031370897 2279.2344552972017 50 GTEX 1 100 100 1.0 0.002 100 493 -45 2270.1929028137215 2271.939039107058 50 GTEX 1 100 100 1.0 0.002 100 493 -46 2270.9184542460816 2268.319939791023 50 GTEX 1 100 100 1.0 0.002 100 493 -47 2270.491198352666 2275.8713912673775 50 GTEX 1 100 100 1.0 0.002 100 493 -48 2271.021480300402 2267.727914556351 50 GTEX 1 100 100 1.0 0.002 100 493 -49 2271.1452362843875 2268.695706559678 50 GTEX 1 100 100 1.0 0.002 100 493 -50 2270.1550814929906 2277.044135148081 50 GTEX 1 100 100 1.0 0.002 100 493 -51 2270.616266382978 2269.338573151215 50 GTEX 1 100 100 1.0 0.002 100 493 -52 2269.478190611342 2270.3418599988117 50 GTEX 1 100 100 1.0 0.002 100 493 -53 2270.1516825820117 2276.25510119304 50 GTEX 1 100 100 1.0 0.002 100 493 -54 2269.1409393371796 2268.576808450793 50 GTEX 1 100 100 1.0 0.002 100 493 -55 2269.020117940527 2286.004741248069 50 GTEX 1 100 100 1.0 0.002 100 493 -56 2269.501583780748 2273.3897449798005 50 GTEX 1 100 100 1.0 0.002 100 493 -57 2270.189061602557 2268.2861263144605 50 GTEX 1 100 100 1.0 0.002 100 493 -58 2269.3174931618964 2267.946052580279 50 GTEX 1 100 100 1.0 0.002 100 493 -59 2268.8859866117996 2277.6852052637832 50 GTEX 1 100 100 1.0 0.002 100 493 -60 2268.8388735830713 2269.6699121279407 50 GTEX 1 100 100 1.0 0.002 100 493 -61 2269.1035364363956 2268.150681876411 50 GTEX 1 100 100 1.0 0.002 100 493 -62 2268.1671114855385 2267.214962803366 50 GTEX 1 100 100 1.0 0.002 100 493 -63 2268.9612786315292 2272.386034831348 50 GTEX 1 100 100 1.0 0.002 100 493 -64 2268.8349442522795 2267.6393379240435 50 GTEX 1 100 100 1.0 0.002 100 493 -65 2268.33189454466 2267.48553559626 50 GTEX 1 100 100 1.0 0.002 100 493 -66 2268.101640613653 2268.270388062916 50 GTEX 1 100 100 1.0 0.002 100 493 -67 2268.439519659574 2277.031398526616 50 GTEX 1 100 100 1.0 0.002 100 493 -68 2268.537813042592 2267.1502216759745 50 GTEX 1 100 100 1.0 0.002 100 493 -69 2268.026809797149 2269.80876223488 50 GTEX 1 100 100 1.0 0.002 100 493 -70 2268.3754473547506 2270.2467797573076 50 GTEX 1 100 100 1.0 0.002 100 493 -71 2268.174754425529 2265.850996242277 50 GTEX 1 100 100 1.0 0.002 100 493 -72 2268.2902466606865 2266.79958793147 50 GTEX 1 100 100 1.0 0.002 100 493 -73 2267.3848892555225 2265.748715012699 50 GTEX 1 100 100 1.0 0.002 100 493 -74 2268.271756238364 2266.5452871576463 50 GTEX 1 100 100 1.0 0.002 100 493 -75 2267.428158674747 2265.126914832982 50 GTEX 1 100 100 1.0 0.002 100 493 -76 2267.6702428140597 2265.7663564935838 50 GTEX 1 100 100 1.0 0.002 100 493 -77 2267.6001382990753 2267.5394389221424 50 GTEX 1 100 100 1.0 0.002 100 493 -78 2268.4740644877847 2266.5788722745365 50 GTEX 1 100 100 1.0 0.002 100 493 -79 2267.136311831766 2266.051579580561 50 GTEX 1 100 100 1.0 0.002 100 493 -80 2267.4047225673307 2267.015158069451 50 GTEX 1 100 100 1.0 0.002 100 493 -81 2268.4856129814834 2266.3851671110087 50 GTEX 1 100 100 1.0 0.002 100 493 -82 2266.9788060561523 2267.774905128624 50 GTEX 1 100 100 1.0 0.002 100 493 -83 2267.6306563413946 2264.676348436015 50 GTEX 1 100 100 1.0 0.002 100 493 -84 2267.635473857173 2269.432508577412 50 GTEX 1 100 100 1.0 0.002 100 493 -85 2267.657048879083 2265.4832696370754 50 GTEX 1 100 100 1.0 0.002 100 493 -86 2268.192862248262 2270.996010667924 50 GTEX 1 100 100 1.0 0.002 100 493 -87 2267.1191568976033 2276.0355233892287 50 GTEX 1 100 100 1.0 0.002 100 493 -88 2268.025051092364 2266.6821344759983 50 GTEX 1 100 100 1.0 0.002 100 493 -89 2266.4352947399107 2264.9895599713345 50 GTEX 1 100 100 1.0 0.002 100 493 -90 2266.5724368096908 2266.0339545768475 50 GTEX 1 100 100 1.0 0.002 100 493 -91 2267.6340935484363 2268.158424986633 50 GTEX 1 100 100 1.0 0.002 100 493 -92 2268.8162011533072 2270.5032504121614 50 GTEX 1 100 100 1.0 0.002 100 493 -93 2267.349372274661 2268.101255699709 50 GTEX 1 100 100 1.0 0.002 100 493 -94 2267.683289805624 2269.959309973191 50 GTEX 1 100 100 1.0 0.002 100 493 -95 2267.479357725768 2268.411558202011 50 GTEX 1 100 100 1.0 0.002 100 493 -96 2267.4035010131824 2265.731846334363 50 GTEX 1 100 100 1.0 0.002 100 493 -97 2266.5868483273725 2269.621352279141 50 GTEX 1 100 100 1.0 0.002 100 493 -98 2266.1149533051075 2266.0401899098442 50 GTEX 1 100 100 1.0 0.002 100 493 -99 2266.182199953828 2268.278279003535 50 GTEX 1 100 100 1.0 0.002 100 493 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 1555456f3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2702.8073202834103 2503.759515450481 50 GTEX 1 50 100 0.5 0.002 100 4551 -1 2401.5589650799734 2385.4503359486393 50 GTEX 1 50 100 0.5 0.002 100 4551 -2 2362.521220789775 2347.755966360578 50 GTEX 1 50 100 0.5 0.002 100 4551 -3 2341.245072083248 2344.4715232704075 50 GTEX 1 50 100 0.5 0.002 100 4551 -4 2328.75876337706 2320.421922342859 50 GTEX 1 50 100 0.5 0.002 100 4551 -5 2321.0516720138457 2314.2377563012415 50 GTEX 1 50 100 0.5 0.002 100 4551 -6 2315.0207668073554 2306.274688140521 50 GTEX 1 50 100 0.5 0.002 100 4551 -7 2310.7332137911626 2311.9500091900845 50 GTEX 1 50 100 0.5 0.002 100 4551 -8 2306.3209352171934 2303.9582937262358 50 GTEX 1 50 100 0.5 0.002 100 4551 -9 2301.805184239909 2303.2670548007513 50 GTEX 1 50 100 0.5 0.002 100 4551 -10 2298.9421142758647 2307.327688935138 50 GTEX 1 50 100 0.5 0.002 100 4551 -11 2296.325618193874 2291.194350326016 50 GTEX 1 50 100 0.5 0.002 100 4551 -12 2295.908549285305 2291.955485180757 50 GTEX 1 50 100 0.5 0.002 100 4551 -13 2293.54837489045 2291.550875471572 50 GTEX 1 50 100 0.5 0.002 100 4551 -14 2291.35596639251 2286.064307383258 50 GTEX 1 50 100 0.5 0.002 100 4551 -15 2289.3873780612093 2287.121522156458 50 GTEX 1 50 100 0.5 0.002 100 4551 -16 2287.489405555358 2283.1221315797293 50 GTEX 1 50 100 0.5 0.002 100 4551 -17 2286.627154250249 2281.150054119386 50 GTEX 1 50 100 0.5 0.002 100 4551 -18 2285.8616748268655 2282.3899942260277 50 GTEX 1 50 100 0.5 0.002 100 4551 -19 2284.8937509387047 2279.237865607548 50 GTEX 1 50 100 0.5 0.002 100 4551 -20 2283.7770296707063 2288.842583137773 50 GTEX 1 50 100 0.5 0.002 100 4551 -21 2281.8409159881858 2277.7301679836028 50 GTEX 1 50 100 0.5 0.002 100 4551 -22 2281.7713882351195 2280.3872100481967 50 GTEX 1 50 100 0.5 0.002 100 4551 -23 2280.611164006384 2278.834412781458 50 GTEX 1 50 100 0.5 0.002 100 4551 -24 2281.22762493852 2276.7555490936165 50 GTEX 1 50 100 0.5 0.002 100 4551 -25 2278.5356831109875 2280.4460815893835 50 GTEX 1 50 100 0.5 0.002 100 4551 -26 2279.044405277873 2276.020895838284 50 GTEX 1 50 100 0.5 0.002 100 4551 -27 2278.247329926282 2275.477964684084 50 GTEX 1 50 100 0.5 0.002 100 4551 -28 2277.3955089729866 2275.7569607926866 50 GTEX 1 50 100 0.5 0.002 100 4551 -29 2276.9846738124456 2281.542937420167 50 GTEX 1 50 100 0.5 0.002 100 4551 -30 2276.106126874934 2277.3090913141637 50 GTEX 1 50 100 0.5 0.002 100 4551 -31 2275.905399440573 2271.948336409072 50 GTEX 1 50 100 0.5 0.002 100 4551 -32 2275.3575782570374 2270.8023607377318 50 GTEX 1 50 100 0.5 0.002 100 4551 -33 2276.025919110669 2271.8596082332015 50 GTEX 1 50 100 0.5 0.002 100 4551 -34 2274.057616749094 2268.4653201955352 50 GTEX 1 50 100 0.5 0.002 100 4551 -35 2274.443791488691 2270.382543527581 50 GTEX 1 50 100 0.5 0.002 100 4551 -36 2273.8891678670398 2268.3309497905775 50 GTEX 1 50 100 0.5 0.002 100 4551 -37 2273.7925744166 2269.18965270764 50 GTEX 1 50 100 0.5 0.002 100 4551 -38 2273.1514760669465 2272.3876874220236 50 GTEX 1 50 100 0.5 0.002 100 4551 -39 2272.8298516237737 2270.7329807063925 50 GTEX 1 50 100 0.5 0.002 100 4551 -40 2272.242259450179 2271.2947494448817 50 GTEX 1 50 100 0.5 0.002 100 4551 -41 2273.5288531822303 2268.319283024893 50 GTEX 1 50 100 0.5 0.002 100 4551 -42 2272.4356698865963 2270.3064252614067 50 GTEX 1 50 100 0.5 0.002 100 4551 -43 2271.723869448644 2265.2272612713136 50 GTEX 1 50 100 0.5 0.002 100 4551 -44 2271.6181231360006 2267.103310008466 50 GTEX 1 50 100 0.5 0.002 100 4551 -45 2270.587032638458 2265.738172407839 50 GTEX 1 50 100 0.5 0.002 100 4551 -46 2272.0696632979198 2266.8571173954374 50 GTEX 1 50 100 0.5 0.002 100 4551 -47 2271.0901311896755 2266.350688745767 50 GTEX 1 50 100 0.5 0.002 100 4551 -48 2269.9032457060957 2265.6217669933017 50 GTEX 1 50 100 0.5 0.002 100 4551 -49 2270.4001302891375 2267.0874826409517 50 GTEX 1 50 100 0.5 0.002 100 4551 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index 6a660bc82..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2696.4120590356633 2444.262655860118 50 GTEX 1 50 100 0.0 0.002 100 1367 -1 2401.2605868112178 2375.445399759387 50 GTEX 1 50 100 0.0 0.002 100 1367 -2 2361.8769828592494 2341.9628428179954 50 GTEX 1 50 100 0.0 0.002 100 1367 -3 2342.209044307694 2325.474722162399 50 GTEX 1 50 100 0.0 0.002 100 1367 -4 2328.8154581065314 2326.8397054345887 50 GTEX 1 50 100 0.0 0.002 100 1367 -5 2322.135365622442 2311.1853333679896 50 GTEX 1 50 100 0.0 0.002 100 1367 -6 2314.938552638854 2300.6938058831392 50 GTEX 1 50 100 0.0 0.002 100 1367 -7 2310.324604366855 2295.4230293302935 50 GTEX 1 50 100 0.0 0.002 100 1367 -8 2305.9215353899976 2293.118328370069 50 GTEX 1 50 100 0.0 0.002 100 1367 -9 2303.476927511768 2288.9126835232 50 GTEX 1 50 100 0.0 0.002 100 1367 -10 2299.335203685541 2285.894544246079 50 GTEX 1 50 100 0.0 0.002 100 1367 -11 2297.4674323833365 2285.0871057546638 50 GTEX 1 50 100 0.0 0.002 100 1367 -12 2295.5178797999797 2284.777534049727 50 GTEX 1 50 100 0.0 0.002 100 1367 -13 2293.102093151911 2280.666696526705 50 GTEX 1 50 100 0.0 0.002 100 1367 -14 2290.719749462772 2277.4765954543427 50 GTEX 1 50 100 0.0 0.002 100 1367 -15 2289.6927524146377 2277.2031816257722 50 GTEX 1 50 100 0.0 0.002 100 1367 -16 2289.530972592088 2279.1004907876368 50 GTEX 1 50 100 0.0 0.002 100 1367 -17 2286.9797846301626 2278.6652177585847 50 GTEX 1 50 100 0.0 0.002 100 1367 -18 2286.4811951115553 2272.628527507129 50 GTEX 1 50 100 0.0 0.002 100 1367 -19 2284.2350117719775 2271.530556102216 50 GTEX 1 50 100 0.0 0.002 100 1367 -20 2285.3015203769096 2270.120287064817 50 GTEX 1 50 100 0.0 0.002 100 1367 -21 2282.897538947999 2269.8617630294975 50 GTEX 1 50 100 0.0 0.002 100 1367 -22 2282.589322124097 2271.8094621665578 50 GTEX 1 50 100 0.0 0.002 100 1367 -23 2281.5492341148447 2275.7703198335016 50 GTEX 1 50 100 0.0 0.002 100 1367 -24 2281.2050546315904 2272.3351763010933 50 GTEX 1 50 100 0.0 0.002 100 1367 -25 2280.0555813842657 2267.174019353018 50 GTEX 1 50 100 0.0 0.002 100 1367 -26 2278.3678894139675 2266.0902424511346 50 GTEX 1 50 100 0.0 0.002 100 1367 -27 2278.8491565530676 2273.4126157579312 50 GTEX 1 50 100 0.0 0.002 100 1367 -28 2277.7788645550004 2266.8232282631297 50 GTEX 1 50 100 0.0 0.002 100 1367 -29 2276.6883849872006 2262.869063576818 50 GTEX 1 50 100 0.0 0.002 100 1367 -30 2277.2286781447233 2266.2535948082523 50 GTEX 1 50 100 0.0 0.002 100 1367 -31 2276.618321708179 2261.7596978597317 50 GTEX 1 50 100 0.0 0.002 100 1367 -32 2276.4746179368135 2264.6690673828125 50 GTEX 1 50 100 0.0 0.002 100 1367 -33 2275.496238913999 2261.928937904735 50 GTEX 1 50 100 0.0 0.002 100 1367 -34 2274.8140833165535 2261.58356803633 50 GTEX 1 50 100 0.0 0.002 100 1367 -35 2275.6022472387635 2262.0428383250655 50 GTEX 1 50 100 0.0 0.002 100 1367 -36 2274.6760008140946 2265.479343660884 50 GTEX 1 50 100 0.0 0.002 100 1367 -37 2273.675418095011 2261.0145518951995 50 GTEX 1 50 100 0.0 0.002 100 1367 -38 2273.8214388426572 2265.5618293095 50 GTEX 1 50 100 0.0 0.002 100 1367 -39 2273.0446916344276 2261.100553447303 50 GTEX 1 50 100 0.0 0.002 100 1367 -40 2273.1607689612188 2261.9395663765445 50 GTEX 1 50 100 0.0 0.002 100 1367 -41 2273.6955300525838 2259.3411540332404 50 GTEX 1 50 100 0.0 0.002 100 1367 -42 2272.4886922170435 2265.382228604741 50 GTEX 1 50 100 0.0 0.002 100 1367 -43 2272.9387235398704 2262.426796336591 50 GTEX 1 50 100 0.0 0.002 100 1367 -44 2272.3946016528635 2264.281629671162 50 GTEX 1 50 100 0.0 0.002 100 1367 -45 2272.771582887431 2264.659369058935 50 GTEX 1 50 100 0.0 0.002 100 1367 -46 2272.7264113272586 2260.312843467799 50 GTEX 1 50 100 0.0 0.002 100 1367 -47 2271.276447028989 2261.2304209429954 50 GTEX 1 50 100 0.0 0.002 100 1367 -48 2271.2596237361527 2259.1190176263963 50 GTEX 1 50 100 0.0 0.002 100 1367 -49 2271.742277914813 2261.061620443946 50 GTEX 1 50 100 0.0 0.002 100 1367 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index 0b096ad6c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_100z_0.002lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2700.691766542455 2525.5787107518418 50 GTEX 1 50 100 1.0 0.002 100 9661 -1 2401.6100793380956 2397.1782133733363 50 GTEX 1 50 100 1.0 0.002 100 9661 -2 2362.1725809885656 2378.326381668845 50 GTEX 1 50 100 1.0 0.002 100 9661 -3 2341.7082280728864 2347.558292519457 50 GTEX 1 50 100 1.0 0.002 100 9661 -4 2327.817021952696 2332.436600485682 50 GTEX 1 50 100 1.0 0.002 100 9661 -5 2320.6385703710916 2326.602429059975 50 GTEX 1 50 100 1.0 0.002 100 9661 -6 2314.8751589866856 2313.7496500341613 50 GTEX 1 50 100 1.0 0.002 100 9661 -7 2309.458669186797 2311.2062649454906 50 GTEX 1 50 100 1.0 0.002 100 9661 -8 2305.077450705617 2309.993192375386 50 GTEX 1 50 100 1.0 0.002 100 9661 -9 2301.156758061102 2303.309490479444 50 GTEX 1 50 100 1.0 0.002 100 9661 -10 2298.44105797503 2300.2513042493465 50 GTEX 1 50 100 1.0 0.002 100 9661 -11 2296.648401679642 2301.8900777722492 50 GTEX 1 50 100 1.0 0.002 100 9661 -12 2293.4346965992477 2299.5849818240554 50 GTEX 1 50 100 1.0 0.002 100 9661 -13 2292.040806092669 2296.422724850731 50 GTEX 1 50 100 1.0 0.002 100 9661 -14 2290.1560528977716 2293.145278060391 50 GTEX 1 50 100 1.0 0.002 100 9661 -15 2288.114196538799 2292.684112200719 50 GTEX 1 50 100 1.0 0.002 100 9661 -16 2286.482403229846 2304.938967628624 50 GTEX 1 50 100 1.0 0.002 100 9661 -17 2286.355524143901 2289.042013538201 50 GTEX 1 50 100 1.0 0.002 100 9661 -18 2285.073604027271 2287.7595312314343 50 GTEX 1 50 100 1.0 0.002 100 9661 -19 2282.925960635464 2287.126183571471 50 GTEX 1 50 100 1.0 0.002 100 9661 -20 2281.8080192832667 2291.586865327204 50 GTEX 1 50 100 1.0 0.002 100 9661 -21 2281.409833944145 2288.37523717844 50 GTEX 1 50 100 1.0 0.002 100 9661 -22 2280.493191862605 2290.2645862419795 50 GTEX 1 50 100 1.0 0.002 100 9661 -23 2279.923727626847 2285.9466715185363 50 GTEX 1 50 100 1.0 0.002 100 9661 -24 2278.648814271367 2282.3839199515805 50 GTEX 1 50 100 1.0 0.002 100 9661 -25 2278.2883061205207 2285.966884134387 50 GTEX 1 50 100 1.0 0.002 100 9661 -26 2277.5144079072784 2283.0838033581867 50 GTEX 1 50 100 1.0 0.002 100 9661 -27 2277.000553861646 2282.7034044156962 50 GTEX 1 50 100 1.0 0.002 100 9661 -28 2275.503588044531 2287.621472028725 50 GTEX 1 50 100 1.0 0.002 100 9661 -29 2275.261865203429 2279.8451558972492 50 GTEX 1 50 100 1.0 0.002 100 9661 -30 2274.883618161484 2280.4175630866803 50 GTEX 1 50 100 1.0 0.002 100 9661 -31 2274.8126821964206 2280.0335062121258 50 GTEX 1 50 100 1.0 0.002 100 9661 -32 2274.3386707815635 2278.6178809336384 50 GTEX 1 50 100 1.0 0.002 100 9661 -33 2273.5095550353367 2281.8277003067074 50 GTEX 1 50 100 1.0 0.002 100 9661 -34 2274.530806771425 2280.768033916053 50 GTEX 1 50 100 1.0 0.002 100 9661 -35 2273.105811944617 2278.4933014496196 50 GTEX 1 50 100 1.0 0.002 100 9661 -36 2273.2572675612078 2276.775262056648 50 GTEX 1 50 100 1.0 0.002 100 9661 -37 2271.642903757584 2278.8018515699264 50 GTEX 1 50 100 1.0 0.002 100 9661 -38 2272.3348194870587 2278.8002739387775 50 GTEX 1 50 100 1.0 0.002 100 9661 -39 2271.0879860428 2278.488653030686 50 GTEX 1 50 100 1.0 0.002 100 9661 -40 2271.272656801876 2276.0675336598442 50 GTEX 1 50 100 1.0 0.002 100 9661 -41 2270.884701462977 2282.705862067045 50 GTEX 1 50 100 1.0 0.002 100 9661 -42 2270.920742854909 2276.463720053321 50 GTEX 1 50 100 1.0 0.002 100 9661 -43 2270.4625984402232 2275.526374149685 50 GTEX 1 50 100 1.0 0.002 100 9661 -44 2270.8443357621377 2275.7794816049786 50 GTEX 1 50 100 1.0 0.002 100 9661 -45 2270.715192463376 2290.779732243643 50 GTEX 1 50 100 1.0 0.002 100 9661 -46 2271.605965567275 2282.366692256565 50 GTEX 1 50 100 1.0 0.002 100 9661 -47 2270.539158433572 2277.7755906717857 50 GTEX 1 50 100 1.0 0.002 100 9661 -48 2269.2940500657714 2273.964565262595 50 GTEX 1 50 100 1.0 0.002 100 9661 -49 2269.807273941306 2274.552438714205 50 GTEX 1 50 100 1.0 0.002 100 9661 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 95d3410d6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3562.8411864847544 3394.7724887862405 100 GTEX 1 100 100 0.5 0.0005 125 6045 -1 2627.148065447946 2837.094312544558 100 GTEX 1 100 100 0.5 0.0005 125 6045 -2 2515.370390340294 2492.20602034072 100 GTEX 1 100 100 0.5 0.0005 125 6045 -3 2465.5346051993106 2447.8132277804184 100 GTEX 1 100 100 0.5 0.0005 125 6045 -4 2435.233618388423 2471.2435363073314 100 GTEX 1 100 100 0.5 0.0005 125 6045 -5 2411.8189787396764 2409.0658130718275 100 GTEX 1 100 100 0.5 0.0005 125 6045 -6 2394.9583523481238 2395.199328288379 100 GTEX 1 100 100 0.5 0.0005 125 6045 -7 2386.3766209163246 2393.5514403368584 100 GTEX 1 100 100 0.5 0.0005 125 6045 -8 2372.6785943214754 2381.31727977216 100 GTEX 1 100 100 0.5 0.0005 125 6045 -9 2367.0824951352397 2379.5582131505466 100 GTEX 1 100 100 0.5 0.0005 125 6045 -10 2358.214320293107 2382.4378620336265 100 GTEX 1 100 100 0.5 0.0005 125 6045 -11 2352.8365549821087 2361.9953047023528 100 GTEX 1 100 100 0.5 0.0005 125 6045 -12 2347.0695861384447 2361.320655967799 100 GTEX 1 100 100 0.5 0.0005 125 6045 -13 2342.1055276769384 2357.2597851191185 100 GTEX 1 100 100 0.5 0.0005 125 6045 -14 2340.4036914619533 2349.1677283225404 100 GTEX 1 100 100 0.5 0.0005 125 6045 -15 2335.6411038942015 2339.3522243717325 100 GTEX 1 100 100 0.5 0.0005 125 6045 -16 2333.934965729021 2337.103252918548 100 GTEX 1 100 100 0.5 0.0005 125 6045 -17 2329.718481050747 2335.3079133124406 100 GTEX 1 100 100 0.5 0.0005 125 6045 -18 2327.97944630959 2332.3670343319272 100 GTEX 1 100 100 0.5 0.0005 125 6045 -19 2324.9635660540807 2332.2602232726354 100 GTEX 1 100 100 0.5 0.0005 125 6045 -20 2323.801009685371 2329.7942859954255 100 GTEX 1 100 100 0.5 0.0005 125 6045 -21 2321.2233941906343 2327.1965944703543 100 GTEX 1 100 100 0.5 0.0005 125 6045 -22 2318.847056252558 2324.3301050454493 100 GTEX 1 100 100 0.5 0.0005 125 6045 -23 2316.7074541055854 2327.6624704803353 100 GTEX 1 100 100 0.5 0.0005 125 6045 -24 2316.006986130275 2319.1520244177755 100 GTEX 1 100 100 0.5 0.0005 125 6045 -25 2313.6173146893484 2319.228049622742 100 GTEX 1 100 100 0.5 0.0005 125 6045 -26 2311.7520883346015 2321.444978315114 100 GTEX 1 100 100 0.5 0.0005 125 6045 -27 2311.2854931521997 2317.969271699739 100 GTEX 1 100 100 0.5 0.0005 125 6045 -28 2308.052488583905 2313.1082944688687 100 GTEX 1 100 100 0.5 0.0005 125 6045 -29 2306.7913725907265 2319.3104651853614 100 GTEX 1 100 100 0.5 0.0005 125 6045 -30 2306.0338061397074 2310.4018192653875 100 GTEX 1 100 100 0.5 0.0005 125 6045 -31 2304.6387330971233 2312.7960293265805 100 GTEX 1 100 100 0.5 0.0005 125 6045 -32 2303.292029013613 2308.21364718245 100 GTEX 1 100 100 0.5 0.0005 125 6045 -33 2302.319276159538 2311.5938205501425 100 GTEX 1 100 100 0.5 0.0005 125 6045 -34 2300.4657061721805 2304.818636934114 100 GTEX 1 100 100 0.5 0.0005 125 6045 -35 2299.21218489432 2307.1700481226235 100 GTEX 1 100 100 0.5 0.0005 125 6045 -36 2298.976332620468 2304.1534382055015 100 GTEX 1 100 100 0.5 0.0005 125 6045 -37 2297.049471576224 2302.7237646298718 100 GTEX 1 100 100 0.5 0.0005 125 6045 -38 2296.0587894080672 2302.6353365241803 100 GTEX 1 100 100 0.5 0.0005 125 6045 -39 2295.083118548725 2304.574384914152 100 GTEX 1 100 100 0.5 0.0005 125 6045 -40 2294.288541983007 2304.454459882961 100 GTEX 1 100 100 0.5 0.0005 125 6045 -41 2293.564248673022 2299.0824220606582 100 GTEX 1 100 100 0.5 0.0005 125 6045 -42 2292.287336288844 2298.0003629619177 100 GTEX 1 100 100 0.5 0.0005 125 6045 -43 2291.2685295951974 2297.943850441124 100 GTEX 1 100 100 0.5 0.0005 125 6045 -44 2290.818489762134 2296.7517702516043 100 GTEX 1 100 100 0.5 0.0005 125 6045 -45 2289.7663992509756 2296.460859523527 100 GTEX 1 100 100 0.5 0.0005 125 6045 -46 2288.961065101966 2295.49143094255 100 GTEX 1 100 100 0.5 0.0005 125 6045 -47 2287.72487177395 2295.3975992529113 100 GTEX 1 100 100 0.5 0.0005 125 6045 -48 2287.2091816835373 2293.1081895719462 100 GTEX 1 100 100 0.5 0.0005 125 6045 -49 2286.8144155510176 2298.937043280656 100 GTEX 1 100 100 0.5 0.0005 125 6045 -50 2285.8471699286833 2290.901776563985 100 GTEX 1 100 100 0.5 0.0005 125 6045 -51 2285.3661861030832 2291.4863290532912 100 GTEX 1 100 100 0.5 0.0005 125 6045 -52 2284.0818454689647 2289.012753794855 100 GTEX 1 100 100 0.5 0.0005 125 6045 -53 2283.9009567362286 2289.822865301212 100 GTEX 1 100 100 0.5 0.0005 125 6045 -54 2282.7532401306016 2288.9344839814044 100 GTEX 1 100 100 0.5 0.0005 125 6045 -55 2282.0421476669367 2288.3320590987405 100 GTEX 1 100 100 0.5 0.0005 125 6045 -56 2281.12714726154 2288.611092338997 100 GTEX 1 100 100 0.5 0.0005 125 6045 -57 2280.674920375135 2289.154763805549 100 GTEX 1 100 100 0.5 0.0005 125 6045 -58 2280.096891334496 2287.0444902195222 100 GTEX 1 100 100 0.5 0.0005 125 6045 -59 2279.519010217235 2285.9110149194985 100 GTEX 1 100 100 0.5 0.0005 125 6045 -60 2279.067993924826 2287.1035973146386 100 GTEX 1 100 100 0.5 0.0005 125 6045 -61 2279.5180561681777 2284.142156680727 100 GTEX 1 100 100 0.5 0.0005 125 6045 -62 2278.087971291724 2285.118877918548 100 GTEX 1 100 100 0.5 0.0005 125 6045 -63 2277.677894057978 2287.2810021462096 100 GTEX 1 100 100 0.5 0.0005 125 6045 -64 2277.1172442606967 2283.48978044053 100 GTEX 1 100 100 0.5 0.0005 125 6045 -65 2276.583396034003 2282.7388326550617 100 GTEX 1 100 100 0.5 0.0005 125 6045 -66 2275.882961454922 2281.926704899893 100 GTEX 1 100 100 0.5 0.0005 125 6045 -67 2275.2485253050068 2280.78305181351 100 GTEX 1 100 100 0.5 0.0005 125 6045 -68 2274.809970860951 2281.519027187797 100 GTEX 1 100 100 0.5 0.0005 125 6045 -69 2274.387139980904 2281.5137340705205 100 GTEX 1 100 100 0.5 0.0005 125 6045 -70 2274.2971291465997 2280.734399135575 100 GTEX 1 100 100 0.5 0.0005 125 6045 -71 2273.9099928018873 2280.827458486811 100 GTEX 1 100 100 0.5 0.0005 125 6045 -72 2273.319431922649 2282.459649959898 100 GTEX 1 100 100 0.5 0.0005 125 6045 -73 2272.833328545251 2280.3078436905894 100 GTEX 1 100 100 0.5 0.0005 125 6045 -74 2272.5847164358347 2283.057307138189 100 GTEX 1 100 100 0.5 0.0005 125 6045 -75 2271.9067350576756 2277.441862041053 100 GTEX 1 100 100 0.5 0.0005 125 6045 -76 2271.866585001065 2277.5410648244415 100 GTEX 1 100 100 0.5 0.0005 125 6045 -77 2271.9366774727755 2278.8404935539447 100 GTEX 1 100 100 0.5 0.0005 125 6045 -78 2270.557682535799 2277.111540703719 100 GTEX 1 100 100 0.5 0.0005 125 6045 -79 2270.5286085774105 2277.0102464799193 100 GTEX 1 100 100 0.5 0.0005 125 6045 -80 2269.974371397849 2277.7861504500356 100 GTEX 1 100 100 0.5 0.0005 125 6045 -81 2269.742580440816 2276.586033114009 100 GTEX 1 100 100 0.5 0.0005 125 6045 -82 2269.457097475111 2279.413063658508 100 GTEX 1 100 100 0.5 0.0005 125 6045 -83 2269.4387619390877 2276.0813470992753 100 GTEX 1 100 100 0.5 0.0005 125 6045 -84 2268.8897387491584 2275.862937782201 100 GTEX 1 100 100 0.5 0.0005 125 6045 -85 2268.8164258751203 2279.4210813108957 100 GTEX 1 100 100 0.5 0.0005 125 6045 -86 2268.2037919962104 2280.578358001129 100 GTEX 1 100 100 0.5 0.0005 125 6045 -87 2268.262890093755 2276.4437288349573 100 GTEX 1 100 100 0.5 0.0005 125 6045 -88 2267.549316457827 2274.174127963106 100 GTEX 1 100 100 0.5 0.0005 125 6045 -89 2267.813906716258 2274.523159940886 100 GTEX 1 100 100 0.5 0.0005 125 6045 -90 2267.0263832022174 2275.179141664686 100 GTEX 1 100 100 0.5 0.0005 125 6045 -91 2266.893310598452 2274.0323518818323 100 GTEX 1 100 100 0.5 0.0005 125 6045 -92 2266.5717293511757 2273.67697781755 100 GTEX 1 100 100 0.5 0.0005 125 6045 -93 2266.2472967879376 2273.1668325213877 100 GTEX 1 100 100 0.5 0.0005 125 6045 -94 2266.52643893137 2272.8455740925024 100 GTEX 1 100 100 0.5 0.0005 125 6045 -95 2265.843494873434 2272.6923196886883 100 GTEX 1 100 100 0.5 0.0005 125 6045 -96 2265.6788187854027 2272.0667218690587 100 GTEX 1 100 100 0.5 0.0005 125 6045 -97 2265.175141383391 2272.4046941836978 100 GTEX 1 100 100 0.5 0.0005 125 6045 -98 2264.942723815086 2271.559137728731 100 GTEX 1 100 100 0.5 0.0005 125 6045 -99 2264.5833209634043 2270.907780752436 100 GTEX 1 100 100 0.5 0.0005 125 6045 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 0b1b3056c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3554.089801895111 3509.607523058757 100 GTEX 1 100 100 0.0 0.0005 125 3573 -1 2623.722884040656 2664.6118860281013 100 GTEX 1 100 100 0.0 0.0005 125 3573 -2 2515.3944569788478 2476.2825143328187 100 GTEX 1 100 100 0.0 0.0005 125 3573 -3 2470.345594916057 2449.0381453481464 100 GTEX 1 100 100 0.0 0.0005 125 3573 -4 2438.099840157133 2426.1665391813212 100 GTEX 1 100 100 0.0 0.0005 125 3573 -5 2414.9673192229834 2389.916679353315 100 GTEX 1 100 100 0.0 0.0005 125 3573 -6 2399.8854553409624 2377.8110425825807 100 GTEX 1 100 100 0.0 0.0005 125 3573 -7 2386.670052262134 2369.747561378624 100 GTEX 1 100 100 0.0 0.0005 125 3573 -8 2376.2185586744167 2363.7852193738117 100 GTEX 1 100 100 0.0 0.0005 125 3573 -9 2367.984533393548 2356.4735353419082 100 GTEX 1 100 100 0.0 0.0005 125 3573 -10 2360.1068403937693 2356.115719871376 100 GTEX 1 100 100 0.0 0.0005 125 3573 -11 2354.735368299298 2346.208397694867 100 GTEX 1 100 100 0.0 0.0005 125 3573 -12 2350.772580983408 2346.5177312930728 100 GTEX 1 100 100 0.0 0.0005 125 3573 -13 2345.940675091766 2342.1583795003567 100 GTEX 1 100 100 0.0 0.0005 125 3573 -14 2341.5142775717213 2329.361015290815 100 GTEX 1 100 100 0.0 0.0005 125 3573 -15 2337.90158481745 2326.8239671830443 100 GTEX 1 100 100 0.0 0.0005 125 3573 -16 2335.18782148062 2339.3806997088877 100 GTEX 1 100 100 0.0 0.0005 125 3573 -17 2333.391375190217 2329.147498069154 100 GTEX 1 100 100 0.0 0.0005 125 3573 -18 2329.170832650795 2317.9457330159817 100 GTEX 1 100 100 0.0 0.0005 125 3573 -19 2327.040910923306 2315.989268023705 100 GTEX 1 100 100 0.0 0.0005 125 3573 -20 2325.4880819041637 2312.708385627079 100 GTEX 1 100 100 0.0 0.0005 125 3573 -21 2322.935897109903 2316.1294920018418 100 GTEX 1 100 100 0.0 0.0005 125 3573 -22 2320.4327345771826 2325.5124158968038 100 GTEX 1 100 100 0.0 0.0005 125 3573 -23 2318.876106923846 2307.674340541825 100 GTEX 1 100 100 0.0 0.0005 125 3573 -24 2316.6906751433435 2303.923379760278 100 GTEX 1 100 100 0.0 0.0005 125 3573 -25 2315.1398711735915 2303.5203054449858 100 GTEX 1 100 100 0.0 0.0005 125 3573 -26 2312.7138906551213 2301.7034861053353 100 GTEX 1 100 100 0.0 0.0005 125 3573 -27 2311.9290977148416 2298.1282675855514 100 GTEX 1 100 100 0.0 0.0005 125 3573 -28 2310.476640871539 2301.544019575808 100 GTEX 1 100 100 0.0 0.0005 125 3573 -29 2308.896232033602 2314.9374155254873 100 GTEX 1 100 100 0.0 0.0005 125 3573 -30 2307.157664581779 2298.0487018773765 100 GTEX 1 100 100 0.0 0.0005 125 3573 -31 2306.3925538321437 2294.0505064757604 100 GTEX 1 100 100 0.0 0.0005 125 3573 -32 2304.7805352691007 2292.47874955442 100 GTEX 1 100 100 0.0 0.0005 125 3573 -33 2303.6931097414044 2300.0859375 100 GTEX 1 100 100 0.0 0.0005 125 3573 -34 2302.4110722350915 2290.9158949471243 100 GTEX 1 100 100 0.0 0.0005 125 3573 -35 2300.843920488399 2289.160509929004 100 GTEX 1 100 100 0.0 0.0005 125 3573 -36 2299.8191456950376 2293.246804821174 100 GTEX 1 100 100 0.0 0.0005 125 3573 -37 2299.3567578702664 2287.3911429865734 100 GTEX 1 100 100 0.0 0.0005 125 3573 -38 2298.6983873772874 2291.2224770897697 100 GTEX 1 100 100 0.0 0.0005 125 3573 -39 2297.5402249724784 2287.5009812039566 100 GTEX 1 100 100 0.0 0.0005 125 3573 -40 2295.575870664215 2285.64227550202 100 GTEX 1 100 100 0.0 0.0005 125 3573 -41 2293.912757803422 2285.247825013367 100 GTEX 1 100 100 0.0 0.0005 125 3573 -42 2294.515058347211 2283.04833984375 100 GTEX 1 100 100 0.0 0.0005 125 3573 -43 2292.2837581213444 2281.2553664522934 100 GTEX 1 100 100 0.0 0.0005 125 3573 -44 2292.4306012930606 2283.345559239841 100 GTEX 1 100 100 0.0 0.0005 125 3573 -45 2292.0720791476724 2282.3253883971006 100 GTEX 1 100 100 0.0 0.0005 125 3573 -46 2290.5832789022065 2283.1507582283743 100 GTEX 1 100 100 0.0 0.0005 125 3573 -47 2289.415580313523 2283.6156762416826 100 GTEX 1 100 100 0.0 0.0005 125 3573 -48 2288.8109953128715 2281.436845554598 100 GTEX 1 100 100 0.0 0.0005 125 3573 -49 2288.4901803478942 2276.853228782973 100 GTEX 1 100 100 0.0 0.0005 125 3573 -50 2287.5562811835684 2280.1183033062025 100 GTEX 1 100 100 0.0 0.0005 125 3573 -51 2286.032624428937 2275.9700774566304 100 GTEX 1 100 100 0.0 0.0005 125 3573 -52 2285.9228922569023 2277.328594715423 100 GTEX 1 100 100 0.0 0.0005 125 3573 -53 2285.1284724858388 2273.8142526140687 100 GTEX 1 100 100 0.0 0.0005 125 3573 -54 2284.5802233147874 2276.9072098532556 100 GTEX 1 100 100 0.0 0.0005 125 3573 -55 2284.514172560564 2271.8500967279588 100 GTEX 1 100 100 0.0 0.0005 125 3573 -56 2282.858289583842 2273.267032289686 100 GTEX 1 100 100 0.0 0.0005 125 3573 -57 2282.9155699207195 2272.044205234078 100 GTEX 1 100 100 0.0 0.0005 125 3573 -58 2281.906309416922 2274.4326663869415 100 GTEX 1 100 100 0.0 0.0005 125 3573 -59 2281.2565925189556 2274.539081065827 100 GTEX 1 100 100 0.0 0.0005 125 3573 -60 2281.18847179161 2270.3984310019605 100 GTEX 1 100 100 0.0 0.0005 125 3573 -61 2280.3679361171125 2270.5639481345056 100 GTEX 1 100 100 0.0 0.0005 125 3573 -62 2279.76866606844 2270.302568210848 100 GTEX 1 100 100 0.0 0.0005 125 3573 -63 2279.288952202181 2269.648439356583 100 GTEX 1 100 100 0.0 0.0005 125 3573 -64 2278.4823437355585 2269.025347923598 100 GTEX 1 100 100 0.0 0.0005 125 3573 -65 2278.2397745127814 2269.6397607607532 100 GTEX 1 100 100 0.0 0.0005 125 3573 -66 2277.4758670589695 2271.9722840051686 100 GTEX 1 100 100 0.0 0.0005 125 3573 -67 2277.1095891484897 2266.883434455204 100 GTEX 1 100 100 0.0 0.0005 125 3573 -68 2276.2731833534003 2268.4560509743346 100 GTEX 1 100 100 0.0 0.0005 125 3573 -69 2276.3193787207783 2265.849662287607 100 GTEX 1 100 100 0.0 0.0005 125 3573 -70 2275.8887570805164 2266.0118310732532 100 GTEX 1 100 100 0.0 0.0005 125 3573 -71 2275.352546076998 2270.796612293548 100 GTEX 1 100 100 0.0 0.0005 125 3573 -72 2274.861963272296 2269.7547769872863 100 GTEX 1 100 100 0.0 0.0005 125 3573 -73 2274.3399371047126 2266.695611409815 100 GTEX 1 100 100 0.0 0.0005 125 3573 -74 2274.4916443406205 2266.8805474691067 100 GTEX 1 100 100 0.0 0.0005 125 3573 -75 2273.8924677756036 2263.560015892348 100 GTEX 1 100 100 0.0 0.0005 125 3573 -76 2273.232425588558 2264.2206167939044 100 GTEX 1 100 100 0.0 0.0005 125 3573 -77 2273.032840434206 2263.871360169617 100 GTEX 1 100 100 0.0 0.0005 125 3573 -78 2272.4477582645227 2265.120287064817 100 GTEX 1 100 100 0.0 0.0005 125 3573 -79 2272.1749558602414 2261.8479421637358 100 GTEX 1 100 100 0.0 0.0005 125 3573 -80 2271.694331398707 2267.131217695461 100 GTEX 1 100 100 0.0 0.0005 125 3573 -81 2272.0195837555784 2262.2375896729445 100 GTEX 1 100 100 0.0 0.0005 125 3573 -82 2271.209311013339 2266.4424774982176 100 GTEX 1 100 100 0.0 0.0005 125 3573 -83 2270.8022224198203 2261.1777250920863 100 GTEX 1 100 100 0.0 0.0005 125 3573 -84 2270.4574348157166 2262.7440431544082 100 GTEX 1 100 100 0.0 0.0005 125 3573 -85 2270.3756621479547 2264.945525078719 100 GTEX 1 100 100 0.0 0.0005 125 3573 -86 2270.7150283705487 2261.3778934841375 100 GTEX 1 100 100 0.0 0.0005 125 3573 -87 2269.4365234632887 2259.5015586011764 100 GTEX 1 100 100 0.0 0.0005 125 3573 -88 2269.2074590054185 2260.1097565277446 100 GTEX 1 100 100 0.0 0.0005 125 3573 -89 2269.0176100254916 2259.8749378044795 100 GTEX 1 100 100 0.0 0.0005 125 3573 -90 2268.7387584163657 2264.8578813792183 100 GTEX 1 100 100 0.0 0.0005 125 3573 -91 2268.5937726165976 2260.807144687203 100 GTEX 1 100 100 0.0 0.0005 125 3573 -92 2268.2370593863884 2258.8880527046695 100 GTEX 1 100 100 0.0 0.0005 125 3573 -93 2268.0875860874867 2258.1026541706274 100 GTEX 1 100 100 0.0 0.0005 125 3573 -94 2268.0371341320506 2257.7941727438806 100 GTEX 1 100 100 0.0 0.0005 125 3573 -95 2267.8807204518407 2257.5091585224573 100 GTEX 1 100 100 0.0 0.0005 125 3573 -96 2267.4787082142243 2258.4166849230633 100 GTEX 1 100 100 0.0 0.0005 125 3573 -97 2266.7463816280815 2258.9116405878685 100 GTEX 1 100 100 0.0 0.0005 125 3573 -98 2266.720099207692 2256.649445624406 100 GTEX 1 100 100 0.0 0.0005 125 3573 -99 2266.6432034726304 2257.9112488489186 100 GTEX 1 100 100 0.0 0.0005 125 3573 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index 7bd4ae70e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3564.8983097433024 3469.459373329076 100 GTEX 1 100 100 1.0 0.0005 125 3677 -1 2626.586804022567 2615.758776066421 100 GTEX 1 100 100 1.0 0.0005 125 3677 -2 2514.435982547517 2604.814434559173 100 GTEX 1 100 100 1.0 0.0005 125 3677 -3 2463.973018321868 2464.2252823862286 100 GTEX 1 100 100 1.0 0.0005 125 3677 -4 2431.650424356482 2444.3458535081986 100 GTEX 1 100 100 1.0 0.0005 125 3677 -5 2411.4275921766894 2438.9519247192848 100 GTEX 1 100 100 1.0 0.0005 125 3677 -6 2397.3373335397796 2406.8516135560244 100 GTEX 1 100 100 1.0 0.0005 125 3677 -7 2383.264682968428 2399.5506503609195 100 GTEX 1 100 100 1.0 0.0005 125 3677 -8 2373.5526781042868 2393.7208451535766 100 GTEX 1 100 100 1.0 0.0005 125 3677 -9 2364.741815499523 2380.279726673895 100 GTEX 1 100 100 1.0 0.0005 125 3677 -10 2357.7161107952293 2375.3596182123338 100 GTEX 1 100 100 1.0 0.0005 125 3677 -11 2350.873117922578 2399.878693671281 100 GTEX 1 100 100 1.0 0.0005 125 3677 -12 2347.2951666861286 2392.8625200510933 100 GTEX 1 100 100 1.0 0.0005 125 3677 -13 2342.2974003394606 2359.4596648125594 100 GTEX 1 100 100 1.0 0.0005 125 3677 -14 2337.722733280532 2380.51180786597 100 GTEX 1 100 100 1.0 0.0005 125 3677 -15 2334.9970987057427 2352.7696927726947 100 GTEX 1 100 100 1.0 0.0005 125 3677 -16 2332.1718659739918 2347.5141183831392 100 GTEX 1 100 100 1.0 0.0005 125 3677 -17 2329.9831438782826 2345.700661314758 100 GTEX 1 100 100 1.0 0.0005 125 3677 -18 2326.680951450598 2344.013396172469 100 GTEX 1 100 100 1.0 0.0005 125 3677 -19 2324.5181126194116 2346.4197984122507 100 GTEX 1 100 100 1.0 0.0005 125 3677 -20 2322.3707220331976 2336.7793618553947 100 GTEX 1 100 100 1.0 0.0005 125 3677 -21 2320.2126809121487 2343.973425803529 100 GTEX 1 100 100 1.0 0.0005 125 3677 -22 2317.8652571205403 2341.9148626871433 100 GTEX 1 100 100 1.0 0.0005 125 3677 -23 2315.953987937952 2335.087380993049 100 GTEX 1 100 100 1.0 0.0005 125 3677 -24 2313.95294058576 2332.287554954848 100 GTEX 1 100 100 1.0 0.0005 125 3677 -25 2312.429758057595 2334.8323617217206 100 GTEX 1 100 100 1.0 0.0005 125 3677 -26 2310.917301470115 2333.6479501470412 100 GTEX 1 100 100 1.0 0.0005 125 3677 -27 2308.761718492114 2331.5207463833767 100 GTEX 1 100 100 1.0 0.0005 125 3677 -28 2307.453568048055 2326.805118227186 100 GTEX 1 100 100 1.0 0.0005 125 3677 -29 2306.431693930025 2332.951439222909 100 GTEX 1 100 100 1.0 0.0005 125 3677 -30 2303.9932168259647 2321.506625215364 100 GTEX 1 100 100 1.0 0.0005 125 3677 -31 2303.0024954849328 2323.2210512342563 100 GTEX 1 100 100 1.0 0.0005 125 3677 -32 2301.914120833801 2326.1534883332342 100 GTEX 1 100 100 1.0 0.0005 125 3677 -33 2300.602467034955 2319.934160007723 100 GTEX 1 100 100 1.0 0.0005 125 3677 -34 2299.281015659041 2318.329818203422 100 GTEX 1 100 100 1.0 0.0005 125 3677 -35 2298.4462556146927 2324.7780752435838 100 GTEX 1 100 100 1.0 0.0005 125 3677 -36 2297.6565509528987 2316.952816807272 100 GTEX 1 100 100 1.0 0.0005 125 3677 -37 2296.693368220488 2314.66903442847 100 GTEX 1 100 100 1.0 0.0005 125 3677 -38 2295.0168000057356 2313.858576669439 100 GTEX 1 100 100 1.0 0.0005 125 3677 -39 2294.175735939439 2312.836804524121 100 GTEX 1 100 100 1.0 0.0005 125 3677 -40 2291.9058592512147 2313.0385686490017 100 GTEX 1 100 100 1.0 0.0005 125 3677 -41 2291.9825900940027 2316.2699898259266 100 GTEX 1 100 100 1.0 0.0005 125 3677 -42 2290.279400493573 2310.900890045746 100 GTEX 1 100 100 1.0 0.0005 125 3677 -43 2289.690476829051 2311.0320771075926 100 GTEX 1 100 100 1.0 0.0005 125 3677 -44 2290.0368711915403 2308.5073938406013 100 GTEX 1 100 100 1.0 0.0005 125 3677 -45 2288.203688093963 2317.9424477928947 100 GTEX 1 100 100 1.0 0.0005 125 3677 -46 2287.8389324068557 2305.076503275012 100 GTEX 1 100 100 1.0 0.0005 125 3677 -47 2287.1121348696047 2306.4735492662785 100 GTEX 1 100 100 1.0 0.0005 125 3677 -48 2285.833627950834 2304.124355765803 100 GTEX 1 100 100 1.0 0.0005 125 3677 -49 2284.9149584989304 2303.922654764734 100 GTEX 1 100 100 1.0 0.0005 125 3677 -50 2284.3953231919513 2306.49000044558 100 GTEX 1 100 100 1.0 0.0005 125 3677 -51 2283.3532354061313 2306.3887080783625 100 GTEX 1 100 100 1.0 0.0005 125 3677 -52 2282.915138116492 2301.1131661418726 100 GTEX 1 100 100 1.0 0.0005 125 3677 -53 2282.3468611360518 2300.7146265298243 100 GTEX 1 100 100 1.0 0.0005 125 3677 -54 2281.73517815999 2300.769729904349 100 GTEX 1 100 100 1.0 0.0005 125 3677 -55 2280.6311325793713 2300.64485429539 100 GTEX 1 100 100 1.0 0.0005 125 3677 -56 2280.5121898302573 2300.3210458501662 100 GTEX 1 100 100 1.0 0.0005 125 3677 -57 2279.606574874399 2300.4813831169795 100 GTEX 1 100 100 1.0 0.0005 125 3677 -58 2279.539628894903 2298.934700273289 100 GTEX 1 100 100 1.0 0.0005 125 3677 -59 2278.5323177509704 2297.52389143447 100 GTEX 1 100 100 1.0 0.0005 125 3677 -60 2277.927330757706 2297.8206160512714 100 GTEX 1 100 100 1.0 0.0005 125 3677 -61 2277.4917489391605 2297.834985073075 100 GTEX 1 100 100 1.0 0.0005 125 3677 -62 2276.737697576739 2297.166164151616 100 GTEX 1 100 100 1.0 0.0005 125 3677 -63 2276.466733821886 2295.789773571174 100 GTEX 1 100 100 1.0 0.0005 125 3677 -64 2275.787851287078 2294.599806172766 100 GTEX 1 100 100 1.0 0.0005 125 3677 -65 2275.6626807471016 2294.5267635679065 100 GTEX 1 100 100 1.0 0.0005 125 3677 -66 2275.01557582115 2295.895972886466 100 GTEX 1 100 100 1.0 0.0005 125 3677 -67 2274.119092400328 2294.7740278932984 100 GTEX 1 100 100 1.0 0.0005 125 3677 -68 2273.7322352687297 2297.9673575629754 100 GTEX 1 100 100 1.0 0.0005 125 3677 -69 2273.3777926984853 2293.019443062322 100 GTEX 1 100 100 1.0 0.0005 125 3677 -70 2272.952731646567 2294.4833046800736 100 GTEX 1 100 100 1.0 0.0005 125 3677 -71 2272.2457696389433 2293.649600649061 100 GTEX 1 100 100 1.0 0.0005 125 3677 -72 2272.294218465294 2291.590475916409 100 GTEX 1 100 100 1.0 0.0005 125 3677 -73 2271.6095862859556 2291.7631715259627 100 GTEX 1 100 100 1.0 0.0005 125 3677 -74 2271.2306401409996 2291.2725741890445 100 GTEX 1 100 100 1.0 0.0005 125 3677 -75 2270.813740354034 2289.554077612583 100 GTEX 1 100 100 1.0 0.0005 125 3677 -76 2270.1553905692967 2290.452159576996 100 GTEX 1 100 100 1.0 0.0005 125 3677 -77 2270.059536658384 2292.6545697926567 100 GTEX 1 100 100 1.0 0.0005 125 3677 -78 2269.8381447973884 2289.706352669023 100 GTEX 1 100 100 1.0 0.0005 125 3677 -79 2269.3359005707325 2290.2498635411716 100 GTEX 1 100 100 1.0 0.0005 125 3677 -80 2269.0209419892785 2296.001975403992 100 GTEX 1 100 100 1.0 0.0005 125 3677 -81 2268.794381036594 2289.743318158864 100 GTEX 1 100 100 1.0 0.0005 125 3677 -82 2268.530060552652 2292.1250362033625 100 GTEX 1 100 100 1.0 0.0005 125 3677 -83 2268.4114073320893 2288.4515292671695 100 GTEX 1 100 100 1.0 0.0005 125 3677 -84 2268.1555690005825 2288.2269041112168 100 GTEX 1 100 100 1.0 0.0005 125 3677 -85 2266.926028717354 2288.7082343155894 100 GTEX 1 100 100 1.0 0.0005 125 3677 -86 2266.9562258464025 2286.5355637699026 100 GTEX 1 100 100 1.0 0.0005 125 3677 -87 2266.715759502994 2286.275367417716 100 GTEX 1 100 100 1.0 0.0005 125 3677 -88 2266.0237485362395 2285.2413826713996 100 GTEX 1 100 100 1.0 0.0005 125 3677 -89 2266.035595223457 2286.975407705561 100 GTEX 1 100 100 1.0 0.0005 125 3677 -90 2265.742865791615 2285.4517864038735 100 GTEX 1 100 100 1.0 0.0005 125 3677 -91 2265.4186900569907 2286.7442826535766 100 GTEX 1 100 100 1.0 0.0005 125 3677 -92 2265.2095769453267 2288.1227423954374 100 GTEX 1 100 100 1.0 0.0005 125 3677 -93 2265.3151659991204 2286.9169959006654 100 GTEX 1 100 100 1.0 0.0005 125 3677 -94 2265.20293068294 2286.3570032156013 100 GTEX 1 100 100 1.0 0.0005 125 3677 -95 2264.3613184800656 2284.391805786597 100 GTEX 1 100 100 1.0 0.0005 125 3677 -96 2264.3035476183304 2285.3854386362286 100 GTEX 1 100 100 1.0 0.0005 125 3677 -97 2264.086138264209 2284.0401151823908 100 GTEX 1 100 100 1.0 0.0005 125 3677 -98 2263.7741783289566 2286.9526868464827 100 GTEX 1 100 100 1.0 0.0005 125 3677 -99 2263.5538239946986 2286.4433519486693 100 GTEX 1 100 100 1.0 0.0005 125 3677 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index deb16ec58..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3567.389705739757 3551.940737880228 100 GTEX 1 50 100 0.5 0.0005 125 6935 -1 2625.731072718885 2610.556170909577 100 GTEX 1 50 100 0.5 0.0005 125 6935 -2 2509.7428184437554 2519.818014978909 100 GTEX 1 50 100 0.5 0.0005 125 6935 -3 2462.991580333329 2479.9721856062856 100 GTEX 1 50 100 0.5 0.0005 125 6935 -4 2433.2671234205 2490.0090137090065 100 GTEX 1 50 100 0.5 0.0005 125 6935 -5 2411.5313719284754 2423.7652184083886 100 GTEX 1 50 100 0.5 0.0005 125 6935 -6 2395.5695086179294 2430.64456559678 100 GTEX 1 50 100 0.5 0.0005 125 6935 -7 2383.835770957256 2404.7625347180965 100 GTEX 1 50 100 0.5 0.0005 125 6935 -8 2375.735595703125 2394.369591774596 100 GTEX 1 50 100 0.5 0.0005 125 6935 -9 2365.1099427616987 2377.0068164433815 100 GTEX 1 50 100 0.5 0.0005 125 6935 -10 2359.371897967322 2378.662417567728 100 GTEX 1 50 100 0.5 0.0005 125 6935 -11 2352.380134973378 2366.2271556781725 100 GTEX 1 50 100 0.5 0.0005 125 6935 -12 2348.19602501308 2365.4907319391637 100 GTEX 1 50 100 0.5 0.0005 125 6935 -13 2344.2157950138885 2367.4878291721125 100 GTEX 1 50 100 0.5 0.0005 125 6935 -14 2337.975007654055 2352.6334817980633 100 GTEX 1 50 100 0.5 0.0005 125 6935 -15 2335.9634208642933 2352.4218044498575 100 GTEX 1 50 100 0.5 0.0005 125 6935 -16 2331.252770210831 2348.428956934708 100 GTEX 1 50 100 0.5 0.0005 125 6935 -17 2328.877784007729 2366.5101601488236 100 GTEX 1 50 100 0.5 0.0005 125 6935 -18 2326.4844828736914 2343.598097188391 100 GTEX 1 50 100 0.5 0.0005 125 6935 -19 2324.8176371911973 2342.35055159072 100 GTEX 1 50 100 0.5 0.0005 125 6935 -20 2321.3375745599847 2335.855065871554 100 GTEX 1 50 100 0.5 0.0005 125 6935 -21 2320.1545776870066 2335.9438885010695 100 GTEX 1 50 100 0.5 0.0005 125 6935 -22 2317.5897668226226 2331.5628648185007 100 GTEX 1 50 100 0.5 0.0005 125 6935 -23 2315.639424773019 2333.903931128208 100 GTEX 1 50 100 0.5 0.0005 125 6935 -24 2313.9292942239326 2329.5699987375237 100 GTEX 1 50 100 0.5 0.0005 125 6935 -25 2312.361789560323 2328.2088349200926 100 GTEX 1 50 100 0.5 0.0005 125 6935 -26 2310.8146013836304 2330.013181737167 100 GTEX 1 50 100 0.5 0.0005 125 6935 -27 2309.4751954208123 2325.496160586977 100 GTEX 1 50 100 0.5 0.0005 125 6935 -28 2307.352928831319 2337.9297227750712 100 GTEX 1 50 100 0.5 0.0005 125 6935 -29 2306.4523355595425 2322.6522936222673 100 GTEX 1 50 100 0.5 0.0005 125 6935 -30 2304.892304997995 2318.6943210848385 100 GTEX 1 50 100 0.5 0.0005 125 6935 -31 2303.4685499062944 2320.5454946307627 100 GTEX 1 50 100 0.5 0.0005 125 6935 -32 2301.7700901146336 2321.9838347344344 100 GTEX 1 50 100 0.5 0.0005 125 6935 -33 2300.7199978843037 2317.9886850567373 100 GTEX 1 50 100 0.5 0.0005 125 6935 -34 2299.8235373895423 2317.2606697807746 100 GTEX 1 50 100 0.5 0.0005 125 6935 -35 2298.286353408138 2313.978234352721 100 GTEX 1 50 100 0.5 0.0005 125 6935 -36 2297.3061443750744 2317.7147518491565 100 GTEX 1 50 100 0.5 0.0005 125 6935 -37 2295.8769621510082 2312.7170317327113 100 GTEX 1 50 100 0.5 0.0005 125 6935 -38 2295.0042123090407 2311.164457952115 100 GTEX 1 50 100 0.5 0.0005 125 6935 -39 2293.930654727029 2311.198197629515 100 GTEX 1 50 100 0.5 0.0005 125 6935 -40 2293.2212952569203 2319.8484323015687 100 GTEX 1 50 100 0.5 0.0005 125 6935 -41 2291.848854001276 2308.057838120841 100 GTEX 1 50 100 0.5 0.0005 125 6935 -42 2290.7792841870114 2307.5960837244534 100 GTEX 1 50 100 0.5 0.0005 125 6935 -43 2290.073423403954 2313.421245618465 100 GTEX 1 50 100 0.5 0.0005 125 6935 -44 2289.879643442765 2306.4266538438687 100 GTEX 1 50 100 0.5 0.0005 125 6935 -45 2288.4508722373193 2307.2212294661954 100 GTEX 1 50 100 0.5 0.0005 125 6935 -46 2287.496358547289 2308.1957720042183 100 GTEX 1 50 100 0.5 0.0005 125 6935 -47 2286.673216574268 2304.503839413023 100 GTEX 1 50 100 0.5 0.0005 125 6935 -48 2285.925767246793 2304.528468839116 100 GTEX 1 50 100 0.5 0.0005 125 6935 -49 2285.1283677841448 2301.0154161344462 100 GTEX 1 50 100 0.5 0.0005 125 6935 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index 49279777d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3565.6024437478545 3507.054512052935 100 GTEX 1 50 100 0.0 0.0005 125 4919 -1 2620.174672830416 2737.2600357577826 100 GTEX 1 50 100 0.0 0.0005 125 4919 -2 2511.7423032650013 2591.2489501024834 100 GTEX 1 50 100 0.0 0.0005 125 4919 -3 2466.5664725008996 2477.3023927637832 100 GTEX 1 50 100 0.0 0.0005 125 4919 -4 2435.612869354567 2481.8176705828187 100 GTEX 1 50 100 0.0 0.0005 125 4919 -5 2413.613462053837 2434.6765127435838 100 GTEX 1 50 100 0.0 0.0005 125 4919 -6 2396.608006837691 2393.3727080486574 100 GTEX 1 50 100 0.0 0.0005 125 4919 -7 2385.0171097783336 2401.3176102438806 100 GTEX 1 50 100 0.0 0.0005 125 4919 -8 2375.8791684168527 2384.3900503876544 100 GTEX 1 50 100 0.0 0.0005 125 4919 -9 2366.157452651109 2371.25493758169 100 GTEX 1 50 100 0.0 0.0005 125 4919 -10 2359.322431161989 2367.199831422291 100 GTEX 1 50 100 0.0 0.0005 125 4919 -11 2353.494599068846 2359.7321211086028 100 GTEX 1 50 100 0.0 0.0005 125 4919 -12 2346.764092667498 2354.0965543681677 100 GTEX 1 50 100 0.0 0.0005 125 4919 -13 2342.041480541783 2351.8428235652327 100 GTEX 1 50 100 0.0 0.0005 125 4919 -14 2339.8397841783467 2344.9901304063687 100 GTEX 1 50 100 0.0 0.0005 125 4919 -15 2336.5307955275975 2340.6469429509266 100 GTEX 1 50 100 0.0 0.0005 125 4919 -16 2332.780327619337 2341.659045085254 100 GTEX 1 50 100 0.0 0.0005 125 4919 -17 2330.773009847736 2338.067369816421 100 GTEX 1 50 100 0.0 0.0005 125 4919 -18 2326.513529444592 2339.125766768655 100 GTEX 1 50 100 0.0 0.0005 125 4919 -19 2325.3770718556893 2332.6948316450807 100 GTEX 1 50 100 0.0 0.0005 125 4919 -20 2323.125355856817 2331.0494083070935 100 GTEX 1 50 100 0.0 0.0005 125 4919 -21 2320.8604554647477 2329.6167966893418 100 GTEX 1 50 100 0.0 0.0005 125 4919 -22 2319.0239301910997 2326.9849867439993 100 GTEX 1 50 100 0.0 0.0005 125 4919 -23 2316.768289219707 2325.37676746673 100 GTEX 1 50 100 0.0 0.0005 125 4919 -24 2314.8657666258036 2323.8133401036716 100 GTEX 1 50 100 0.0 0.0005 125 4919 -25 2313.209399880836 2319.8838280507366 100 GTEX 1 50 100 0.0 0.0005 125 4919 -26 2311.770262279291 2318.758980290518 100 GTEX 1 50 100 0.0 0.0005 125 4919 -27 2310.30095813397 2318.7000263634745 100 GTEX 1 50 100 0.0 0.0005 125 4919 -28 2308.277375418394 2315.7358964695222 100 GTEX 1 50 100 0.0 0.0005 125 4919 -29 2306.5961407316618 2317.9355394486693 100 GTEX 1 50 100 0.0 0.0005 125 4919 -30 2305.821139385497 2318.391457677341 100 GTEX 1 50 100 0.0 0.0005 125 4919 -31 2304.099135174323 2313.5775503876544 100 GTEX 1 50 100 0.0 0.0005 125 4919 -32 2303.0998861381972 2323.428580976711 100 GTEX 1 50 100 0.0 0.0005 125 4919 -33 2301.905325582038 2309.420177155121 100 GTEX 1 50 100 0.0 0.0005 125 4919 -34 2300.1754447088406 2309.9420569822364 100 GTEX 1 50 100 0.0 0.0005 125 4919 -35 2299.8976908686095 2307.1618021105633 100 GTEX 1 50 100 0.0 0.0005 125 4919 -36 2297.6454545332635 2310.3419286923718 100 GTEX 1 50 100 0.0 0.0005 125 4919 -37 2296.900274602113 2305.1282972908743 100 GTEX 1 50 100 0.0 0.0005 125 4919 -38 2296.2104250806256 2302.8211275398053 100 GTEX 1 50 100 0.0 0.0005 125 4919 -39 2295.0810783356415 2309.777076402091 100 GTEX 1 50 100 0.0 0.0005 125 4919 -40 2293.8273988963306 2303.264671644784 100 GTEX 1 50 100 0.0 0.0005 125 4919 -41 2292.8844836009293 2307.4357659517586 100 GTEX 1 50 100 0.0 0.0005 125 4919 -42 2292.0633237650773 2304.822454068144 100 GTEX 1 50 100 0.0 0.0005 125 4919 -43 2290.3921598597844 2299.1648088462453 100 GTEX 1 50 100 0.0 0.0005 125 4919 -44 2290.651750199707 2299.6619459957224 100 GTEX 1 50 100 0.0 0.0005 125 4919 -45 2289.256793747359 2300.229550669855 100 GTEX 1 50 100 0.0 0.0005 125 4919 -46 2288.24184729686 2296.768212147992 100 GTEX 1 50 100 0.0 0.0005 125 4919 -47 2287.8307307827517 2297.5468155893536 100 GTEX 1 50 100 0.0 0.0005 125 4919 -48 2286.8722696841246 2297.5664768001425 100 GTEX 1 50 100 0.0 0.0005 125 4919 -49 2286.1350709877483 2294.7291078748813 100 GTEX 1 50 100 0.0 0.0005 125 4919 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index b866a637b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3565.7579991062703 3523.680380005347 100 GTEX 1 50 100 1.0 0.0005 125 9426 -1 2621.9300406232255 2823.277999123693 100 GTEX 1 50 100 1.0 0.0005 125 9426 -2 2519.4009671032436 2547.160301063451 100 GTEX 1 50 100 1.0 0.0005 125 9426 -3 2469.8247987870695 2453.1195035869177 100 GTEX 1 50 100 1.0 0.0005 125 9426 -4 2435.6710790608167 2427.450018008852 100 GTEX 1 50 100 1.0 0.0005 125 9426 -5 2413.2480606203208 2410.8016529155775 100 GTEX 1 50 100 1.0 0.0005 125 9426 -6 2397.639646168104 2408.2750090972554 100 GTEX 1 50 100 1.0 0.0005 125 9426 -7 2387.111671603291 2388.6320234523528 100 GTEX 1 50 100 1.0 0.0005 125 9426 -8 2375.7197939480975 2387.158047172053 100 GTEX 1 50 100 1.0 0.0005 125 9426 -9 2367.863954899668 2366.0701147739424 100 GTEX 1 50 100 1.0 0.0005 125 9426 -10 2359.2569107760014 2348.9580783626425 100 GTEX 1 50 100 1.0 0.0005 125 9426 -11 2354.5673301779784 2346.069848354325 100 GTEX 1 50 100 1.0 0.0005 125 9426 -12 2347.962349348188 2343.3831429717206 100 GTEX 1 50 100 1.0 0.0005 125 9426 -13 2345.094224097523 2343.321655737583 100 GTEX 1 50 100 1.0 0.0005 125 9426 -14 2341.619955183549 2330.336414641754 100 GTEX 1 50 100 1.0 0.0005 125 9426 -15 2337.677512954127 2329.5123147130466 100 GTEX 1 50 100 1.0 0.0005 125 9426 -16 2335.301946481858 2341.861914805133 100 GTEX 1 50 100 1.0 0.0005 125 9426 -17 2332.339122468798 2326.1204365197245 100 GTEX 1 50 100 1.0 0.0005 125 9426 -18 2329.842968760315 2326.865424674727 100 GTEX 1 50 100 1.0 0.0005 125 9426 -19 2326.119939065677 2337.0699736736574 100 GTEX 1 50 100 1.0 0.0005 125 9426 -20 2323.9117893901184 2316.6345938911004 100 GTEX 1 50 100 1.0 0.0005 125 9426 -21 2322.5898304946622 2317.6886269456986 100 GTEX 1 50 100 1.0 0.0005 125 9426 -22 2319.855724676013 2317.6918778220056 100 GTEX 1 50 100 1.0 0.0005 125 9426 -23 2318.4059419552377 2310.2574523229564 100 GTEX 1 50 100 1.0 0.0005 125 9426 -24 2316.109502679332 2310.311364699679 100 GTEX 1 50 100 1.0 0.0005 125 9426 -25 2315.6766426922136 2306.3933783121433 100 GTEX 1 50 100 1.0 0.0005 125 9426 -26 2312.8051455312284 2311.4147744994652 100 GTEX 1 50 100 1.0 0.0005 125 9426 -27 2311.3154957836678 2306.7944586576164 100 GTEX 1 50 100 1.0 0.0005 125 9426 -28 2310.186463195343 2306.348812901022 100 GTEX 1 50 100 1.0 0.0005 125 9426 -29 2308.4136827113675 2308.6105344358957 100 GTEX 1 50 100 1.0 0.0005 125 9426 -30 2307.057411317149 2303.803246791825 100 GTEX 1 50 100 1.0 0.0005 125 9426 -31 2305.9613615160724 2298.532781680727 100 GTEX 1 50 100 1.0 0.0005 125 9426 -32 2304.480463592281 2298.7752513812975 100 GTEX 1 50 100 1.0 0.0005 125 9426 -33 2303.19769059525 2297.6712159131416 100 GTEX 1 50 100 1.0 0.0005 125 9426 -34 2302.2694450903055 2303.69947310183 100 GTEX 1 50 100 1.0 0.0005 125 9426 -35 2301.3757519180526 2294.548450310421 100 GTEX 1 50 100 1.0 0.0005 125 9426 -36 2299.500097841928 2292.2426692832105 100 GTEX 1 50 100 1.0 0.0005 125 9426 -37 2298.520932395921 2293.578356144546 100 GTEX 1 50 100 1.0 0.0005 125 9426 -38 2297.66852877512 2290.1798035364186 100 GTEX 1 50 100 1.0 0.0005 125 9426 -39 2296.3679742584436 2290.419443804955 100 GTEX 1 50 100 1.0 0.0005 125 9426 -40 2295.215165926912 2288.976329498871 100 GTEX 1 50 100 1.0 0.0005 125 9426 -41 2294.1881133559336 2287.680850649061 100 GTEX 1 50 100 1.0 0.0005 125 9426 -42 2293.572043249949 2287.671941836977 100 GTEX 1 50 100 1.0 0.0005 125 9426 -43 2293.094990766652 2287.8198409279944 100 GTEX 1 50 100 1.0 0.0005 125 9426 -44 2291.6023188794793 2285.369241808757 100 GTEX 1 50 100 1.0 0.0005 125 9426 -45 2290.5716451772028 2284.3839125252493 100 GTEX 1 50 100 1.0 0.0005 125 9426 -46 2290.272881394746 2283.211227126901 100 GTEX 1 50 100 1.0 0.0005 125 9426 -47 2289.0366174575583 2281.8437620677873 100 GTEX 1 50 100 1.0 0.0005 125 9426 -48 2288.972183287175 2281.7991892303353 100 GTEX 1 50 100 1.0 0.0005 125 9426 -49 2287.526505156481 2283.020664693738 100 GTEX 1 50 100 1.0 0.0005 125 9426 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 06e09f6ba..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3899.106520821505 4045.856834266576 150 GTEX 1 100 100 0.5 0.0005 125 3602 -1 2749.3080602097666 3097.3188300187144 150 GTEX 1 100 100 0.5 0.0005 125 3602 -2 2582.3613317354034 2729.6818174645023 150 GTEX 1 100 100 0.5 0.0005 125 3602 -3 2519.049796873556 2574.640040640595 150 GTEX 1 100 100 0.5 0.0005 125 3602 -4 2480.3616001173073 2494.8824908470474 150 GTEX 1 100 100 0.5 0.0005 125 3602 -5 2453.458882149011 2479.8734353649297 150 GTEX 1 100 100 0.5 0.0005 125 3602 -6 2434.1215716900238 2414.9870935012177 150 GTEX 1 100 100 0.5 0.0005 125 3602 -7 2417.08820403379 2405.630321430163 150 GTEX 1 100 100 0.5 0.0005 125 3602 -8 2405.24159113875 2445.532694885486 150 GTEX 1 100 100 0.5 0.0005 125 3602 -9 2395.7779871238577 2381.073066740435 150 GTEX 1 100 100 0.5 0.0005 125 3602 -10 2386.471255568273 2376.8515318663854 150 GTEX 1 100 100 0.5 0.0005 125 3602 -11 2380.3577722130576 2373.1766923679597 150 GTEX 1 100 100 0.5 0.0005 125 3602 -12 2373.3375773193643 2380.353008777923 150 GTEX 1 100 100 0.5 0.0005 125 3602 -13 2366.156173046834 2365.2612067973205 150 GTEX 1 100 100 0.5 0.0005 125 3602 -14 2361.5301132129616 2355.6167730179122 150 GTEX 1 100 100 0.5 0.0005 125 3602 -15 2358.2027424004104 2361.0734956110387 150 GTEX 1 100 100 0.5 0.0005 125 3602 -16 2355.039003985679 2340.9501976332285 150 GTEX 1 100 100 0.5 0.0005 125 3602 -17 2350.6431550674383 2365.6421590014556 150 GTEX 1 100 100 0.5 0.0005 125 3602 -18 2348.5214619389226 2342.565709567342 150 GTEX 1 100 100 0.5 0.0005 125 3602 -19 2346.1116124958326 2342.663124461591 150 GTEX 1 100 100 0.5 0.0005 125 3602 -20 2342.4720964827657 2334.8594330182095 150 GTEX 1 100 100 0.5 0.0005 125 3602 -21 2340.420283688982 2337.5026447020555 150 GTEX 1 100 100 0.5 0.0005 125 3602 -22 2336.0725208805093 2329.123859129931 150 GTEX 1 100 100 0.5 0.0005 125 3602 -23 2334.438514806986 2328.649261358573 150 GTEX 1 100 100 0.5 0.0005 125 3602 -24 2332.1510492399175 2326.2338649039034 150 GTEX 1 100 100 0.5 0.0005 125 3602 -25 2331.568999808958 2326.084432275576 150 GTEX 1 100 100 0.5 0.0005 125 3602 -26 2328.7055561166007 2315.6253457885277 150 GTEX 1 100 100 0.5 0.0005 125 3602 -27 2326.8858340206853 2319.940288587215 150 GTEX 1 100 100 0.5 0.0005 125 3602 -28 2325.1501422550455 2318.630933638308 150 GTEX 1 100 100 0.5 0.0005 125 3602 -29 2323.842222051559 2319.9329077426924 150 GTEX 1 100 100 0.5 0.0005 125 3602 -30 2321.555858972698 2314.7322868086085 150 GTEX 1 100 100 0.5 0.0005 125 3602 -31 2319.854928685252 2310.63774683267 150 GTEX 1 100 100 0.5 0.0005 125 3602 -32 2319.168529033006 2310.17495274997 150 GTEX 1 100 100 0.5 0.0005 125 3602 -33 2318.2910569383284 2315.22759383169 150 GTEX 1 100 100 0.5 0.0005 125 3602 -34 2316.3522157766783 2315.3858187715364 150 GTEX 1 100 100 0.5 0.0005 125 3602 -35 2315.8619928260255 2308.69710038914 150 GTEX 1 100 100 0.5 0.0005 125 3602 -36 2314.104637789905 2308.6694586576164 150 GTEX 1 100 100 0.5 0.0005 125 3602 -37 2312.4730103531924 2305.0240478515625 150 GTEX 1 100 100 0.5 0.0005 125 3602 -38 2311.3961815653224 2303.2395052021448 150 GTEX 1 100 100 0.5 0.0005 125 3602 -39 2310.5460839348607 2301.6073452909636 150 GTEX 1 100 100 0.5 0.0005 125 3602 -40 2310.064441545921 2300.977142217948 150 GTEX 1 100 100 0.5 0.0005 125 3602 -41 2308.4691619727987 2301.9946581474273 150 GTEX 1 100 100 0.5 0.0005 125 3602 -42 2307.6940737706473 2297.531468612613 150 GTEX 1 100 100 0.5 0.0005 125 3602 -43 2306.485346198472 2299.5569084370545 150 GTEX 1 100 100 0.5 0.0005 125 3602 -44 2305.6904636252907 2298.55391376916 150 GTEX 1 100 100 0.5 0.0005 125 3602 -45 2304.622303879801 2294.8270245106046 150 GTEX 1 100 100 0.5 0.0005 125 3602 -46 2303.411314441572 2295.54597038008 150 GTEX 1 100 100 0.5 0.0005 125 3602 -47 2302.5861382899975 2298.1005177080856 150 GTEX 1 100 100 0.5 0.0005 125 3602 -48 2302.3859456595114 2296.438069506743 150 GTEX 1 100 100 0.5 0.0005 125 3602 -49 2301.2825492293955 2294.6584356619833 150 GTEX 1 100 100 0.5 0.0005 125 3602 -50 2300.9305074999425 2291.1857255710847 150 GTEX 1 100 100 0.5 0.0005 125 3602 -51 2299.4192760770143 2294.256694837215 150 GTEX 1 100 100 0.5 0.0005 125 3602 -52 2298.686140502659 2290.799864562292 150 GTEX 1 100 100 0.5 0.0005 125 3602 -53 2297.2154848286727 2291.4394911849454 150 GTEX 1 100 100 0.5 0.0005 125 3602 -54 2297.123860530948 2291.7992746331392 150 GTEX 1 100 100 0.5 0.0005 125 3602 -55 2296.6383877362646 2290.671059496049 150 GTEX 1 100 100 0.5 0.0005 125 3602 -56 2295.4423877381214 2291.557781495069 150 GTEX 1 100 100 0.5 0.0005 125 3602 -57 2295.1112366012776 2290.263450941659 150 GTEX 1 100 100 0.5 0.0005 125 3602 -58 2293.756390207431 2295.2777299192016 150 GTEX 1 100 100 0.5 0.0005 125 3602 -59 2293.6302848051123 2288.6802240524003 150 GTEX 1 100 100 0.5 0.0005 125 3602 -60 2293.4172654434483 2286.0421495328837 150 GTEX 1 100 100 0.5 0.0005 125 3602 -61 2292.158628507868 2286.5988351800142 150 GTEX 1 100 100 0.5 0.0005 125 3602 -62 2291.773001182768 2285.8111948223623 150 GTEX 1 100 100 0.5 0.0005 125 3602 -63 2290.533659144718 2282.9182588410467 150 GTEX 1 100 100 0.5 0.0005 125 3602 -64 2290.754248026244 2281.916928135397 150 GTEX 1 100 100 0.5 0.0005 125 3602 -65 2290.0465629580053 2282.364868628208 150 GTEX 1 100 100 0.5 0.0005 125 3602 -66 2289.498238045852 2281.618218367544 150 GTEX 1 100 100 0.5 0.0005 125 3602 -67 2288.395487723185 2282.4224983476415 150 GTEX 1 100 100 0.5 0.0005 125 3602 -68 2288.160700208826 2281.067084830977 150 GTEX 1 100 100 0.5 0.0005 125 3602 -69 2287.806016154182 2281.386240679955 150 GTEX 1 100 100 0.5 0.0005 125 3602 -70 2287.039959401531 2284.2618357147103 150 GTEX 1 100 100 0.5 0.0005 125 3602 -71 2286.659801295784 2279.149244185183 150 GTEX 1 100 100 0.5 0.0005 125 3602 -72 2285.922351315342 2280.0116384527983 150 GTEX 1 100 100 0.5 0.0005 125 3602 -73 2285.7035588157382 2279.1487275910467 150 GTEX 1 100 100 0.5 0.0005 125 3602 -74 2284.564212079006 2279.266691606761 150 GTEX 1 100 100 0.5 0.0005 125 3602 -75 2283.8791183611906 2279.5110689460553 150 GTEX 1 100 100 0.5 0.0005 125 3602 -76 2283.898301619895 2277.328904764734 150 GTEX 1 100 100 0.5 0.0005 125 3602 -77 2283.4021344239777 2277.2083986231582 150 GTEX 1 100 100 0.5 0.0005 125 3602 -78 2282.6197653794925 2275.7567663156487 150 GTEX 1 100 100 0.5 0.0005 125 3602 -79 2282.735512070713 2277.5984234828006 150 GTEX 1 100 100 0.5 0.0005 125 3602 -80 2282.1468934336876 2277.5923840192786 150 GTEX 1 100 100 0.5 0.0005 125 3602 -81 2281.8401326854137 2277.1545456570816 150 GTEX 1 100 100 0.5 0.0005 125 3602 -82 2280.874433940349 2274.397339331333 150 GTEX 1 100 100 0.5 0.0005 125 3602 -83 2280.636177034782 2274.4631825726296 150 GTEX 1 100 100 0.5 0.0005 125 3602 -84 2280.298752409686 2275.341413026527 150 GTEX 1 100 100 0.5 0.0005 125 3602 -85 2280.185087141724 2274.789755005347 150 GTEX 1 100 100 0.5 0.0005 125 3602 -86 2279.4455755694535 2272.8291456563393 150 GTEX 1 100 100 0.5 0.0005 125 3602 -87 2279.034438579201 2275.5966058883378 150 GTEX 1 100 100 0.5 0.0005 125 3602 -88 2278.26839907912 2272.125328150992 150 GTEX 1 100 100 0.5 0.0005 125 3602 -89 2278.1368995022594 2271.892562344047 150 GTEX 1 100 100 0.5 0.0005 125 3602 -90 2278.102771624046 2272.248592246168 150 GTEX 1 100 100 0.5 0.0005 125 3602 -91 2277.3692463066604 2272.092351993227 150 GTEX 1 100 100 0.5 0.0005 125 3602 -92 2277.263929632003 2271.1440647835966 150 GTEX 1 100 100 0.5 0.0005 125 3602 -93 2277.0651902146105 2271.518393628951 150 GTEX 1 100 100 0.5 0.0005 125 3602 -94 2276.7381295099094 2269.650372059173 150 GTEX 1 100 100 0.5 0.0005 125 3602 -95 2276.378631575679 2270.0354700124763 150 GTEX 1 100 100 0.5 0.0005 125 3602 -96 2275.9489409294706 2274.429978519338 150 GTEX 1 100 100 0.5 0.0005 125 3602 -97 2274.9224471715484 2269.37713878327 150 GTEX 1 100 100 0.5 0.0005 125 3602 -98 2275.178376717314 2268.7392754500356 150 GTEX 1 100 100 0.5 0.0005 125 3602 -99 2274.5641579229577 2271.8859988600584 150 GTEX 1 100 100 0.5 0.0005 125 3602 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index 66b172c7b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3903.1162327804395 3736.4186264444215 150 GTEX 1 100 100 0.0 0.0005 125 5882 -1 2765.828181554388 2987.1242216277033 150 GTEX 1 100 100 0.0 0.0005 125 5882 -2 2588.954493600715 2796.6203432264438 150 GTEX 1 100 100 0.0 0.0005 125 5882 -3 2523.754217698857 2569.7591510961265 150 GTEX 1 100 100 0.0 0.0005 125 5882 -4 2484.5598261095697 2485.0405097062144 150 GTEX 1 100 100 0.0 0.0005 125 5882 -5 2455.7288207298625 2437.431451253565 150 GTEX 1 100 100 0.0 0.0005 125 5882 -6 2437.288520475319 2402.3974985332998 150 GTEX 1 100 100 0.0 0.0005 125 5882 -7 2418.8797914692977 2403.275851753728 150 GTEX 1 100 100 0.0 0.0005 125 5882 -8 2406.1407605706418 2367.4101954703096 150 GTEX 1 100 100 0.0 0.0005 125 5882 -9 2396.408255346904 2364.4920250490136 150 GTEX 1 100 100 0.0 0.0005 125 5882 -10 2389.869975917579 2367.192581466849 150 GTEX 1 100 100 0.0 0.0005 125 5882 -11 2381.6948650678837 2354.2522327727693 150 GTEX 1 100 100 0.0 0.0005 125 5882 -12 2374.648025166161 2349.24421256758 150 GTEX 1 100 100 0.0 0.0005 125 5882 -13 2368.798197413342 2346.482184464487 150 GTEX 1 100 100 0.0 0.0005 125 5882 -14 2362.19886075273 2350.77749018796 150 GTEX 1 100 100 0.0 0.0005 125 5882 -15 2358.4669945445776 2334.3419101265445 150 GTEX 1 100 100 0.0 0.0005 125 5882 -16 2354.7896632195225 2326.429329179539 150 GTEX 1 100 100 0.0 0.0005 125 5882 -17 2353.7525873439067 2320.9150678395317 150 GTEX 1 100 100 0.0 0.0005 125 5882 -18 2349.4746359372525 2322.8431925610444 150 GTEX 1 100 100 0.0 0.0005 125 5882 -19 2346.5951278072434 2313.0061708167477 150 GTEX 1 100 100 0.0 0.0005 125 5882 -20 2343.3371692922206 2318.4473331581958 150 GTEX 1 100 100 0.0 0.0005 125 5882 -21 2340.867379160835 2311.22839703578 150 GTEX 1 100 100 0.0 0.0005 125 5882 -22 2338.166708925577 2324.6708415796547 150 GTEX 1 100 100 0.0 0.0005 125 5882 -23 2335.863792560465 2313.0499508933876 150 GTEX 1 100 100 0.0 0.0005 125 5882 -24 2334.190629497531 2306.0338777607385 150 GTEX 1 100 100 0.0 0.0005 125 5882 -25 2331.695012501279 2303.8531461650427 150 GTEX 1 100 100 0.0 0.0005 125 5882 -26 2328.9759448115824 2301.1705545055547 150 GTEX 1 100 100 0.0 0.0005 125 5882 -27 2329.526876357512 2302.75324948387 150 GTEX 1 100 100 0.0 0.0005 125 5882 -28 2326.758098856554 2312.971095328095 150 GTEX 1 100 100 0.0 0.0005 125 5882 -29 2325.749300922778 2295.8071841395854 150 GTEX 1 100 100 0.0 0.0005 125 5882 -30 2324.0332433036306 2295.843026396893 150 GTEX 1 100 100 0.0 0.0005 125 5882 -31 2321.993444977661 2312.3629939438274 150 GTEX 1 100 100 0.0 0.0005 125 5882 -32 2319.8858836379413 2295.3486188881297 150 GTEX 1 100 100 0.0 0.0005 125 5882 -33 2320.655900538755 2293.553977357117 150 GTEX 1 100 100 0.0 0.0005 125 5882 -34 2318.663244588934 2293.9182878501515 150 GTEX 1 100 100 0.0 0.0005 125 5882 -35 2317.234964475695 2286.757103981627 150 GTEX 1 100 100 0.0 0.0005 125 5882 -36 2316.0156778666187 2286.3063189720474 150 GTEX 1 100 100 0.0 0.0005 125 5882 -37 2314.4135199337584 2288.3735787859437 150 GTEX 1 100 100 0.0 0.0005 125 5882 -38 2314.223637789699 2287.4372683913084 150 GTEX 1 100 100 0.0 0.0005 125 5882 -39 2312.777618862727 2288.8535917448908 150 GTEX 1 100 100 0.0 0.0005 125 5882 -40 2311.776019995651 2295.175298074352 150 GTEX 1 100 100 0.0 0.0005 125 5882 -41 2310.8885414362885 2283.664275078719 150 GTEX 1 100 100 0.0 0.0005 125 5882 -42 2309.322847415694 2282.8756289173893 150 GTEX 1 100 100 0.0 0.0005 125 5882 -43 2308.8647525408987 2290.218751856583 150 GTEX 1 100 100 0.0 0.0005 125 5882 -44 2307.542271503768 2279.4380428183667 150 GTEX 1 100 100 0.0 0.0005 125 5882 -45 2307.084292265031 2280.787514574174 150 GTEX 1 100 100 0.0 0.0005 125 5882 -46 2305.4810001239916 2280.1062489788796 150 GTEX 1 100 100 0.0 0.0005 125 5882 -47 2305.278674260961 2276.575895012105 150 GTEX 1 100 100 0.0 0.0005 125 5882 -48 2303.9814152687873 2279.0863155466523 150 GTEX 1 100 100 0.0 0.0005 125 5882 -49 2303.2618007577307 2278.5092819852066 150 GTEX 1 100 100 0.0 0.0005 125 5882 -50 2301.801220042937 2277.2938250987704 150 GTEX 1 100 100 0.0 0.0005 125 5882 -51 2301.599979312389 2275.1325911025133 150 GTEX 1 100 100 0.0 0.0005 125 5882 -52 2300.103139420982 2275.498698071382 150 GTEX 1 100 100 0.0 0.0005 125 5882 -53 2300.213979316309 2272.965798033508 150 GTEX 1 100 100 0.0 0.0005 125 5882 -54 2299.6537216088204 2272.369033407349 150 GTEX 1 100 100 0.0 0.0005 125 5882 -55 2298.451127724926 2274.3206531829255 150 GTEX 1 100 100 0.0 0.0005 125 5882 -56 2297.1938411833125 2271.2531643131388 150 GTEX 1 100 100 0.0 0.0005 125 5882 -57 2296.62477429822 2271.4465011770735 150 GTEX 1 100 100 0.0 0.0005 125 5882 -58 2295.9324247272184 2269.0716176776377 150 GTEX 1 100 100 0.0 0.0005 125 5882 -59 2295.7721749161974 2267.386255996762 150 GTEX 1 100 100 0.0 0.0005 125 5882 -60 2295.3700089011913 2272.984003915533 150 GTEX 1 100 100 0.0 0.0005 125 5882 -61 2294.419386271679 2266.78985665325 150 GTEX 1 100 100 0.0 0.0005 125 5882 -62 2293.5127671853134 2266.05814144004 150 GTEX 1 100 100 0.0 0.0005 125 5882 -63 2293.712868859426 2264.8438319217116 150 GTEX 1 100 100 0.0 0.0005 125 5882 -64 2292.0183530464788 2264.919655455383 150 GTEX 1 100 100 0.0 0.0005 125 5882 -65 2291.8222300367393 2270.979386826432 150 GTEX 1 100 100 0.0 0.0005 125 5882 -66 2290.994742840261 2266.372325592621 150 GTEX 1 100 100 0.0 0.0005 125 5882 -67 2290.9124225001156 2264.305471442045 150 GTEX 1 100 100 0.0 0.0005 125 5882 -68 2290.3101068957876 2264.8975686192966 150 GTEX 1 100 100 0.0 0.0005 125 5882 -69 2289.6132378993725 2262.1114641196828 150 GTEX 1 100 100 0.0 0.0005 125 5882 -70 2289.2603218076197 2262.881200289998 150 GTEX 1 100 100 0.0 0.0005 125 5882 -71 2288.4564567832667 2262.4705339439015 150 GTEX 1 100 100 0.0 0.0005 125 5882 -72 2287.6667092608286 2270.6236284495308 150 GTEX 1 100 100 0.0 0.0005 125 5882 -73 2287.6152208101994 2259.156171095235 150 GTEX 1 100 100 0.0 0.0005 125 5882 -74 2286.707777778236 2259.523310556158 150 GTEX 1 100 100 0.0 0.0005 125 5882 -75 2286.3770522047803 2262.058332435985 150 GTEX 1 100 100 0.0 0.0005 125 5882 -76 2286.3522854574608 2260.0048774748248 150 GTEX 1 100 100 0.0 0.0005 125 5882 -77 2285.380529177835 2258.1022856389613 150 GTEX 1 100 100 0.0 0.0005 125 5882 -78 2284.9965859511162 2258.9067085759266 150 GTEX 1 100 100 0.0 0.0005 125 5882 -79 2283.9279110010843 2257.516522889808 150 GTEX 1 100 100 0.0 0.0005 125 5882 -80 2284.338265926417 2256.696575904527 150 GTEX 1 100 100 0.0 0.0005 125 5882 -81 2283.5175412215212 2257.101860945669 150 GTEX 1 100 100 0.0 0.0005 125 5882 -82 2283.3395928527634 2255.2972024547735 150 GTEX 1 100 100 0.0 0.0005 125 5882 -83 2282.807384832263 2260.7216246862376 150 GTEX 1 100 100 0.0 0.0005 125 5882 -84 2283.082688033927 2256.620682516932 150 GTEX 1 100 100 0.0 0.0005 125 5882 -85 2281.894970275034 2255.2159776578837 150 GTEX 1 100 100 0.0 0.0005 125 5882 -86 2281.4937646530793 2258.3726662755466 150 GTEX 1 100 100 0.0 0.0005 125 5882 -87 2281.4014917722006 2256.5682725797587 150 GTEX 1 100 100 0.0 0.0005 125 5882 -88 2280.557067709915 2253.932718371257 150 GTEX 1 100 100 0.0 0.0005 125 5882 -89 2280.5442984357255 2257.401990999287 150 GTEX 1 100 100 0.0 0.0005 125 5882 -90 2280.01662853737 2253.050352843542 150 GTEX 1 100 100 0.0 0.0005 125 5882 -91 2280.3932065930503 2252.9709792916765 150 GTEX 1 100 100 0.0 0.0005 125 5882 -92 2279.3324228240203 2254.3353603348532 150 GTEX 1 100 100 0.0 0.0005 125 5882 -93 2278.753117789509 2251.7436170686788 150 GTEX 1 100 100 0.0 0.0005 125 5882 -94 2278.5556662287418 2252.7989318615582 150 GTEX 1 100 100 0.0 0.0005 125 5882 -95 2278.106878973507 2252.232471538587 150 GTEX 1 100 100 0.0 0.0005 125 5882 -96 2277.998995302143 2252.108745618465 150 GTEX 1 100 100 0.0 0.0005 125 5882 -97 2277.5890357933313 2251.9736434878505 150 GTEX 1 100 100 0.0 0.0005 125 5882 -98 2276.960695061422 2249.894859400992 150 GTEX 1 100 100 0.0 0.0005 125 5882 -99 2277.1286348508306 2253.1911825317848 150 GTEX 1 100 100 0.0 0.0005 125 5882 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index 519961fe3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3901.9678596487715 3661.6162072243346 150 GTEX 1 100 100 1.0 0.0005 125 880 -1 2766.7798713933103 3009.7864201186726 150 GTEX 1 100 100 1.0 0.0005 125 880 -2 2580.4694243975373 2750.9224069109437 150 GTEX 1 100 100 1.0 0.0005 125 880 -3 2517.4634777281444 2514.8314496754692 150 GTEX 1 100 100 1.0 0.0005 125 880 -4 2481.0543821372517 2668.4502171273466 150 GTEX 1 100 100 1.0 0.0005 125 880 -5 2454.7592019121107 2522.313323858573 150 GTEX 1 100 100 1.0 0.0005 125 880 -6 2432.23603085987 2411.917756171281 150 GTEX 1 100 100 1.0 0.0005 125 880 -7 2419.0603572256755 2404.9103929642943 150 GTEX 1 100 100 1.0 0.0005 125 880 -8 2407.8384590314135 2408.1715292114723 150 GTEX 1 100 100 1.0 0.0005 125 880 -9 2396.85628604214 2391.5574060012177 150 GTEX 1 100 100 1.0 0.0005 125 880 -10 2386.269005188459 2385.0492361090483 150 GTEX 1 100 100 1.0 0.0005 125 880 -11 2380.5111377587523 2367.2523536827175 150 GTEX 1 100 100 1.0 0.0005 125 880 -12 2372.9527011902364 2363.2377920404588 150 GTEX 1 100 100 1.0 0.0005 125 880 -13 2370.8713468908445 2359.6774572800323 150 GTEX 1 100 100 1.0 0.0005 125 880 -14 2362.9495924783128 2384.0656589754635 150 GTEX 1 100 100 1.0 0.0005 125 880 -15 2358.4047941564695 2352.5633595977897 150 GTEX 1 100 100 1.0 0.0005 125 880 -16 2354.0866056824857 2354.0341987174725 150 GTEX 1 100 100 1.0 0.0005 125 880 -17 2350.3962165862335 2345.7925598376605 150 GTEX 1 100 100 1.0 0.0005 125 880 -18 2346.5216564622915 2341.445576598889 150 GTEX 1 100 100 1.0 0.0005 125 880 -19 2344.080098987973 2361.456853946352 150 GTEX 1 100 100 1.0 0.0005 125 880 -20 2341.587429653872 2333.1156293629692 150 GTEX 1 100 100 1.0 0.0005 125 880 -21 2340.7333532558823 2348.3031581400014 150 GTEX 1 100 100 1.0 0.0005 125 880 -22 2337.895927573454 2328.3820898251843 150 GTEX 1 100 100 1.0 0.0005 125 880 -23 2335.6556410023386 2346.0116755844524 150 GTEX 1 100 100 1.0 0.0005 125 880 -24 2332.42033070159 2325.0339188376306 150 GTEX 1 100 100 1.0 0.0005 125 880 -25 2330.2746725415836 2319.8544615538854 150 GTEX 1 100 100 1.0 0.0005 125 880 -26 2328.470165355437 2328.1812298560776 150 GTEX 1 100 100 1.0 0.0005 125 880 -27 2327.405249634627 2323.0441244727303 150 GTEX 1 100 100 1.0 0.0005 125 880 -28 2325.337904086646 2318.7625802043726 150 GTEX 1 100 100 1.0 0.0005 125 880 -29 2324.853668551366 2316.1601938457998 150 GTEX 1 100 100 1.0 0.0005 125 880 -30 2322.424306090812 2325.5507844990198 150 GTEX 1 100 100 1.0 0.0005 125 880 -31 2321.375440959179 2310.262225597077 150 GTEX 1 100 100 1.0 0.0005 125 880 -32 2319.744866857612 2311.337288163914 150 GTEX 1 100 100 1.0 0.0005 125 880 -33 2317.9203957404256 2311.891170371168 150 GTEX 1 100 100 1.0 0.0005 125 880 -34 2317.3546137291464 2316.6442755057333 150 GTEX 1 100 100 1.0 0.0005 125 880 -35 2315.2316539680187 2308.379328622564 150 GTEX 1 100 100 1.0 0.0005 125 880 -36 2314.814540084141 2327.1480555081093 150 GTEX 1 100 100 1.0 0.0005 125 880 -37 2312.953729742543 2304.3940694250537 150 GTEX 1 100 100 1.0 0.0005 125 880 -38 2312.864626898866 2305.2274652633378 150 GTEX 1 100 100 1.0 0.0005 125 880 -39 2310.973927911388 2304.146998184262 150 GTEX 1 100 100 1.0 0.0005 125 880 -40 2309.7066140421166 2306.0799718356407 150 GTEX 1 100 100 1.0 0.0005 125 880 -41 2308.8658677686717 2308.58159448892 150 GTEX 1 100 100 1.0 0.0005 125 880 -42 2307.4713081770064 2303.8534868479683 150 GTEX 1 100 100 1.0 0.0005 125 880 -43 2306.7493954121883 2298.4327090883435 150 GTEX 1 100 100 1.0 0.0005 125 880 -44 2306.2592046199134 2298.647249287072 150 GTEX 1 100 100 1.0 0.0005 125 880 -45 2304.6970300461885 2300.6129526348623 150 GTEX 1 100 100 1.0 0.0005 125 880 -46 2304.060592108195 2318.9127368999525 150 GTEX 1 100 100 1.0 0.0005 125 880 -47 2303.270096071799 2302.084288390417 150 GTEX 1 100 100 1.0 0.0005 125 880 -48 2301.935675211941 2300.3103004136465 150 GTEX 1 100 100 1.0 0.0005 125 880 -49 2300.9927421610923 2297.158573049103 150 GTEX 1 100 100 1.0 0.0005 125 880 -50 2300.8028238356346 2292.4465276333767 150 GTEX 1 100 100 1.0 0.0005 125 880 -51 2299.4956264348775 2296.9233686207817 150 GTEX 1 100 100 1.0 0.0005 125 880 -52 2298.582047419449 2291.0525807427816 150 GTEX 1 100 100 1.0 0.0005 125 880 -53 2297.886761172238 2293.8659408047174 150 GTEX 1 100 100 1.0 0.0005 125 880 -54 2297.6640636089096 2292.3585367529113 150 GTEX 1 100 100 1.0 0.0005 125 880 -55 2297.0532539636038 2289.4387026014438 150 GTEX 1 100 100 1.0 0.0005 125 880 -56 2295.513525137897 2291.3582378430965 150 GTEX 1 100 100 1.0 0.0005 125 880 -57 2294.751754140204 2289.229796202917 150 GTEX 1 100 100 1.0 0.0005 125 880 -58 2294.0974531132406 2286.414084778992 150 GTEX 1 100 100 1.0 0.0005 125 880 -59 2293.505499598317 2288.666613444629 150 GTEX 1 100 100 1.0 0.0005 125 880 -60 2292.754420629308 2287.454385155507 150 GTEX 1 100 100 1.0 0.0005 125 880 -61 2292.7315011190185 2288.6029558653163 150 GTEX 1 100 100 1.0 0.0005 125 880 -62 2291.8019472039387 2285.0053334979502 150 GTEX 1 100 100 1.0 0.0005 125 880 -63 2291.4781152312803 2287.3977756282675 150 GTEX 1 100 100 1.0 0.0005 125 880 -64 2290.6929767238335 2293.7663091507247 150 GTEX 1 100 100 1.0 0.0005 125 880 -65 2289.4176628456908 2290.780974297469 150 GTEX 1 100 100 1.0 0.0005 125 880 -66 2289.4817803321325 2282.215801746673 150 GTEX 1 100 100 1.0 0.0005 125 880 -67 2288.3172806123 2281.888273638011 150 GTEX 1 100 100 1.0 0.0005 125 880 -68 2287.8271833294684 2282.8811285794914 150 GTEX 1 100 100 1.0 0.0005 125 880 -69 2287.5562897711707 2282.309632043875 150 GTEX 1 100 100 1.0 0.0005 125 880 -70 2287.1251652275255 2281.397583471958 150 GTEX 1 100 100 1.0 0.0005 125 880 -71 2286.2993645019787 2280.3588769716907 150 GTEX 1 100 100 1.0 0.0005 125 880 -72 2286.1572541305077 2282.487878371554 150 GTEX 1 100 100 1.0 0.0005 125 880 -73 2285.800230740871 2279.0067542478614 150 GTEX 1 100 100 1.0 0.0005 125 880 -74 2285.2857384791 2280.0906922082936 150 GTEX 1 100 100 1.0 0.0005 125 880 -75 2284.680626617461 2278.4810364001605 150 GTEX 1 100 100 1.0 0.0005 125 880 -76 2284.095328416721 2278.1007107926866 150 GTEX 1 100 100 1.0 0.0005 125 880 -77 2283.1334227613024 2277.261909049727 150 GTEX 1 100 100 1.0 0.0005 125 880 -78 2282.941126160074 2275.500561152121 150 GTEX 1 100 100 1.0 0.0005 125 880 -79 2283.248015232394 2276.2178996851235 150 GTEX 1 100 100 1.0 0.0005 125 880 -80 2282.1626721595 2276.3634915079906 150 GTEX 1 100 100 1.0 0.0005 125 880 -81 2281.4732000540944 2276.363739361781 150 GTEX 1 100 100 1.0 0.0005 125 880 -82 2281.4579546622067 2274.111877209333 150 GTEX 1 100 100 1.0 0.0005 125 880 -83 2280.9394091296576 2273.4056526445165 150 GTEX 1 100 100 1.0 0.0005 125 880 -84 2280.231103948873 2274.854369653042 150 GTEX 1 100 100 1.0 0.0005 125 880 -85 2279.6717027579766 2273.610681570075 150 GTEX 1 100 100 1.0 0.0005 125 880 -86 2279.757439906385 2274.6419608112524 150 GTEX 1 100 100 1.0 0.0005 125 880 -87 2278.7847333944146 2274.0347241303766 150 GTEX 1 100 100 1.0 0.0005 125 880 -88 2279.2876494655366 2272.5845585232 150 GTEX 1 100 100 1.0 0.0005 125 880 -89 2278.463230802351 2272.765057813985 150 GTEX 1 100 100 1.0 0.0005 125 880 -90 2277.926483834471 2272.1704208316005 150 GTEX 1 100 100 1.0 0.0005 125 880 -91 2276.9147949992407 2271.3801302021448 150 GTEX 1 100 100 1.0 0.0005 125 880 -92 2277.4325248385426 2271.9790220079312 150 GTEX 1 100 100 1.0 0.0005 125 880 -93 2276.91641931966 2273.841220406072 150 GTEX 1 100 100 1.0 0.0005 125 880 -94 2276.5813704946295 2273.8486351332285 150 GTEX 1 100 100 1.0 0.0005 125 880 -95 2276.447442457393 2270.3455179308758 150 GTEX 1 100 100 1.0 0.0005 125 880 -96 2276.0789530717725 2269.671899135575 150 GTEX 1 100 100 1.0 0.0005 125 880 -97 2275.657799456129 2269.586415570045 150 GTEX 1 100 100 1.0 0.0005 125 880 -98 2274.976346107903 2270.741540945075 150 GTEX 1 100 100 1.0 0.0005 125 880 -99 2275.0219517417 2281.83049446367 150 GTEX 1 100 100 1.0 0.0005 125 880 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index c579e97e5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3901.5716294977374 4081.1096553439875 150 GTEX 1 50 100 0.5 0.0005 125 4534 -1 2754.2451669852762 3367.7762163401558 150 GTEX 1 50 100 0.5 0.0005 125 4534 -2 2580.4660541892645 2771.571529025814 150 GTEX 1 50 100 0.5 0.0005 125 4534 -3 2514.9509445485387 2687.579811705383 150 GTEX 1 50 100 0.5 0.0005 125 4534 -4 2474.5809017353454 2520.8936623692966 150 GTEX 1 50 100 0.5 0.0005 125 4534 -5 2448.6661226992446 2490.4878050365373 150 GTEX 1 50 100 0.5 0.0005 125 4534 -6 2430.2466158400975 2504.177961342235 150 GTEX 1 50 100 0.5 0.0005 125 4534 -7 2414.39388222844 2443.265105156844 150 GTEX 1 50 100 0.5 0.0005 125 4534 -8 2401.8824720389744 2443.789951803113 150 GTEX 1 50 100 0.5 0.0005 125 4534 -9 2392.603967724852 2428.0252188911004 150 GTEX 1 50 100 0.5 0.0005 125 4534 -10 2381.4023088580316 2416.018492956125 150 GTEX 1 50 100 0.5 0.0005 125 4534 -11 2375.0718159234875 2396.042924192015 150 GTEX 1 50 100 0.5 0.0005 125 4534 -12 2368.81147608964 2394.8369084927517 150 GTEX 1 50 100 0.5 0.0005 125 4534 -13 2364.330530276429 2390.4735761867278 150 GTEX 1 50 100 0.5 0.0005 125 4534 -14 2358.0609424978297 2394.265900934604 150 GTEX 1 50 100 0.5 0.0005 125 4534 -15 2354.291447403439 2377.4151964078837 150 GTEX 1 50 100 0.5 0.0005 125 4534 -16 2351.529503157968 2382.7714504923656 150 GTEX 1 50 100 0.5 0.0005 125 4534 -17 2346.711170886781 2372.6419851789 150 GTEX 1 50 100 0.5 0.0005 125 4534 -18 2342.676231467284 2370.3623840564105 150 GTEX 1 50 100 0.5 0.0005 125 4534 -19 2340.643372181616 2366.5012012090065 150 GTEX 1 50 100 0.5 0.0005 125 4534 -20 2338.2552009148144 2362.8457126399862 150 GTEX 1 50 100 0.5 0.0005 125 4534 -21 2335.9395152497245 2370.798472589413 150 GTEX 1 50 100 0.5 0.0005 125 4534 -22 2332.9552486907646 2389.3879670697925 150 GTEX 1 50 100 0.5 0.0005 125 4534 -23 2331.6340754706316 2353.6662077813094 150 GTEX 1 50 100 0.5 0.0005 125 4534 -24 2328.8454464253296 2352.3274907449354 150 GTEX 1 50 100 0.5 0.0005 125 4534 -25 2326.9839315393274 2350.7289106129692 150 GTEX 1 50 100 0.5 0.0005 125 4534 -26 2324.6130219456813 2348.603128295434 150 GTEX 1 50 100 0.5 0.0005 125 4534 -27 2323.5421630111505 2347.7318384438868 150 GTEX 1 50 100 0.5 0.0005 125 4534 -28 2322.478401201006 2346.801029567936 150 GTEX 1 50 100 0.5 0.0005 125 4534 -29 2320.6546836781304 2342.6410835759266 150 GTEX 1 50 100 0.5 0.0005 125 4534 -30 2319.368368050283 2346.4656608784608 150 GTEX 1 50 100 0.5 0.0005 125 4534 -31 2317.954309934344 2342.460605171697 150 GTEX 1 50 100 0.5 0.0005 125 4534 -32 2315.7530512291464 2339.7974268692074 150 GTEX 1 50 100 0.5 0.0005 125 4534 -33 2315.357605464005 2342.2468505395227 150 GTEX 1 50 100 0.5 0.0005 125 4534 -34 2313.3578206698267 2337.5432560561726 150 GTEX 1 50 100 0.5 0.0005 125 4534 -35 2312.066337342875 2335.4916859905984 150 GTEX 1 50 100 0.5 0.0005 125 4534 -36 2310.772069079805 2339.5164467699174 150 GTEX 1 50 100 0.5 0.0005 125 4534 -37 2309.981093091875 2334.9414740152683 150 GTEX 1 50 100 0.5 0.0005 125 4534 -38 2308.1860900343795 2356.2345237586887 150 GTEX 1 50 100 0.5 0.0005 125 4534 -39 2308.1699985702803 2333.010516612702 150 GTEX 1 50 100 0.5 0.0005 125 4534 -40 2307.0207425660765 2342.2478145700898 150 GTEX 1 50 100 0.5 0.0005 125 4534 -41 2306.3463326503825 2327.8427114740525 150 GTEX 1 50 100 0.5 0.0005 125 4534 -42 2303.8939742421453 2327.394032757545 150 GTEX 1 50 100 0.5 0.0005 125 4534 -43 2303.393513296806 2327.4471307906815 150 GTEX 1 50 100 0.5 0.0005 125 4534 -44 2302.0395164566307 2326.75518543548 150 GTEX 1 50 100 0.5 0.0005 125 4534 -45 2302.105293903329 2323.9498418655685 150 GTEX 1 50 100 0.5 0.0005 125 4534 -46 2300.232737321089 2331.6712806614632 150 GTEX 1 50 100 0.5 0.0005 125 4534 -47 2299.916115323707 2322.4289068069747 150 GTEX 1 50 100 0.5 0.0005 125 4534 -48 2299.31525169462 2323.6018632663972 150 GTEX 1 50 100 0.5 0.0005 125 4534 -49 2297.913411621661 2321.9720672491385 150 GTEX 1 50 100 0.5 0.0005 125 4534 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index bacf13f63..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3897.443643900564 3864.8602568767824 150 GTEX 1 50 100 0.0 0.0005 125 5995 -1 2759.5144648227065 3076.9990856330205 150 GTEX 1 50 100 0.0 0.0005 125 5995 -2 2582.039825765034 2751.1630441643892 150 GTEX 1 50 100 0.0 0.0005 125 5995 -3 2513.292451018175 2592.817001748901 150 GTEX 1 50 100 0.0 0.0005 125 5995 -4 2477.9158800027813 2557.1676257463464 150 GTEX 1 50 100 0.0 0.0005 125 5995 -5 2454.4236018816596 2581.536164374406 150 GTEX 1 50 100 0.0 0.0005 125 5995 -6 2431.40694985088 2438.342080468007 150 GTEX 1 50 100 0.0 0.0005 125 5995 -7 2414.9614412801952 2414.3346805935125 150 GTEX 1 50 100 0.0 0.0005 125 5995 -8 2404.13283965539 2453.5510606656962 150 GTEX 1 50 100 0.0 0.0005 125 5995 -9 2391.960508377786 2428.233036868019 150 GTEX 1 50 100 0.0 0.0005 125 5995 -10 2384.688028666189 2392.6009920649653 150 GTEX 1 50 100 0.0 0.0005 125 5995 -11 2379.1350844751837 2383.7043749443023 150 GTEX 1 50 100 0.0 0.0005 125 5995 -12 2372.4832572449445 2378.4497488043608 150 GTEX 1 50 100 0.0 0.0005 125 5995 -13 2366.3726345153723 2379.918134450006 150 GTEX 1 50 100 0.0 0.0005 125 5995 -14 2362.484809279933 2369.97417261392 150 GTEX 1 50 100 0.0 0.0005 125 5995 -15 2357.5047857700188 2369.1503544216375 150 GTEX 1 50 100 0.0 0.0005 125 5995 -16 2352.9857853266612 2360.7405801635277 150 GTEX 1 50 100 0.0 0.0005 125 5995 -17 2349.784553132138 2361.9673687024715 150 GTEX 1 50 100 0.0 0.0005 125 5995 -18 2346.380549834499 2350.6542407133734 150 GTEX 1 50 100 0.0 0.0005 125 5995 -19 2342.79131766102 2350.692990843334 150 GTEX 1 50 100 0.0 0.0005 125 5995 -20 2341.094624207568 2345.245024822511 150 GTEX 1 50 100 0.0 0.0005 125 5995 -21 2337.96921883665 2343.4127067304835 150 GTEX 1 50 100 0.0 0.0005 125 5995 -22 2336.0340589195116 2337.7129254359256 150 GTEX 1 50 100 0.0 0.0005 125 5995 -23 2332.4184194572676 2339.433232180519 150 GTEX 1 50 100 0.0 0.0005 125 5995 -24 2330.9432843817667 2349.5856511221186 150 GTEX 1 50 100 0.0 0.0005 125 5995 -25 2330.0342224449896 2336.347205100404 150 GTEX 1 50 100 0.0 0.0005 125 5995 -26 2328.371318188139 2331.4361897167596 150 GTEX 1 50 100 0.0 0.0005 125 5995 -27 2325.8941667797926 2330.4028854080025 150 GTEX 1 50 100 0.0 0.0005 125 5995 -28 2323.5287058777776 2329.3382345569453 150 GTEX 1 50 100 0.0 0.0005 125 5995 -29 2322.963066503215 2330.17802307361 150 GTEX 1 50 100 0.0 0.0005 125 5995 -30 2321.5353332629134 2330.4529866845887 150 GTEX 1 50 100 0.0 0.0005 125 5995 -31 2320.261089817755 2322.660237475493 150 GTEX 1 50 100 0.0 0.0005 125 5995 -32 2317.541208497899 2321.0634760983544 150 GTEX 1 50 100 0.0 0.0005 125 5995 -33 2317.329983661378 2324.0023035549843 150 GTEX 1 50 100 0.0 0.0005 125 5995 -34 2316.5279643009517 2322.212533696976 150 GTEX 1 50 100 0.0 0.0005 125 5995 -35 2314.0508086374875 2328.5102947510695 150 GTEX 1 50 100 0.0 0.0005 125 5995 -36 2313.638698153578 2331.4763007218394 150 GTEX 1 50 100 0.0 0.0005 125 5995 -37 2312.2154442632136 2323.125382920182 150 GTEX 1 50 100 0.0 0.0005 125 5995 -38 2310.3351917454215 2318.2066863897635 150 GTEX 1 50 100 0.0 0.0005 125 5995 -39 2309.627680182847 2315.017806948818 150 GTEX 1 50 100 0.0 0.0005 125 5995 -40 2308.8605254292047 2318.2265852431383 150 GTEX 1 50 100 0.0 0.0005 125 5995 -41 2307.2412581564167 2311.9661619237168 150 GTEX 1 50 100 0.0 0.0005 125 5995 -42 2306.2712839718315 2313.017729900636 150 GTEX 1 50 100 0.0 0.0005 125 5995 -43 2305.7291789334413 2311.052053473295 150 GTEX 1 50 100 0.0 0.0005 125 5995 -44 2304.4425585617723 2313.230256171281 150 GTEX 1 50 100 0.0 0.0005 125 5995 -45 2303.261916342212 2307.487830100404 150 GTEX 1 50 100 0.0 0.0005 125 5995 -46 2303.137921891092 2315.482931506951 150 GTEX 1 50 100 0.0 0.0005 125 5995 -47 2301.4997374978957 2306.4348952144724 150 GTEX 1 50 100 0.0 0.0005 125 5995 -48 2301.635962344732 2307.618039671459 150 GTEX 1 50 100 0.0 0.0005 125 5995 -49 2299.653603832309 2306.6142485295863 150 GTEX 1 50 100 0.0 0.0005 125 5995 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 39c97f003..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3896.460738669936 4002.84368130644 150 GTEX 1 50 100 1.0 0.0005 125 5652 -1 2757.4847711386014 2858.8577658069453 150 GTEX 1 50 100 1.0 0.0005 125 5652 -2 2590.4944020439834 2860.4248933393237 150 GTEX 1 50 100 1.0 0.0005 125 5652 -3 2521.3737292670016 2572.301267674667 150 GTEX 1 50 100 1.0 0.0005 125 5652 -4 2479.9414186801027 2506.8104248046875 150 GTEX 1 50 100 1.0 0.0005 125 5652 -5 2450.756483536355 2440.431327790815 150 GTEX 1 50 100 1.0 0.0005 125 5652 -6 2430.842915996851 2422.5763528918133 150 GTEX 1 50 100 1.0 0.0005 125 5652 -7 2419.3143844499727 2401.8381695765506 150 GTEX 1 50 100 1.0 0.0005 125 5652 -8 2406.628636346569 2407.1113462266812 150 GTEX 1 50 100 1.0 0.0005 125 5652 -9 2395.5879140926213 2390.334873678113 150 GTEX 1 50 100 1.0 0.0005 125 5652 -10 2386.429153031377 2381.525082432272 150 GTEX 1 50 100 1.0 0.0005 125 5652 -11 2380.316927618017 2376.22581986692 150 GTEX 1 50 100 1.0 0.0005 125 5652 -12 2375.440138534267 2374.359870243435 150 GTEX 1 50 100 1.0 0.0005 125 5652 -13 2369.1862318200724 2361.9059677994296 150 GTEX 1 50 100 1.0 0.0005 125 5652 -14 2363.5896829065355 2353.7731928952294 150 GTEX 1 50 100 1.0 0.0005 125 5652 -15 2357.755634653187 2384.4537172498813 150 GTEX 1 50 100 1.0 0.0005 125 5652 -16 2354.7361155238264 2373.9818143083116 150 GTEX 1 50 100 1.0 0.0005 125 5652 -17 2351.006827478841 2347.821223153814 150 GTEX 1 50 100 1.0 0.0005 125 5652 -18 2348.6321535756197 2340.952438064401 150 GTEX 1 50 100 1.0 0.0005 125 5652 -19 2344.1527001225886 2338.4675511117216 150 GTEX 1 50 100 1.0 0.0005 125 5652 -20 2342.0113515977787 2334.816562202947 150 GTEX 1 50 100 1.0 0.0005 125 5652 -21 2338.1911865053853 2334.0673215452707 150 GTEX 1 50 100 1.0 0.0005 125 5652 -22 2337.4820718979827 2349.706301612999 150 GTEX 1 50 100 1.0 0.0005 125 5652 -23 2334.9829729256894 2332.350909911181 150 GTEX 1 50 100 1.0 0.0005 125 5652 -24 2331.8356558111814 2328.3710102037785 150 GTEX 1 50 100 1.0 0.0005 125 5652 -25 2329.48379901174 2330.1321325265862 150 GTEX 1 50 100 1.0 0.0005 125 5652 -26 2328.8591251600956 2324.4148622229977 150 GTEX 1 50 100 1.0 0.0005 125 5652 -27 2328.2493113413702 2326.6860578993883 150 GTEX 1 50 100 1.0 0.0005 125 5652 -28 2325.6293154376303 2322.411375560688 150 GTEX 1 50 100 1.0 0.0005 125 5652 -29 2324.3624252491795 2314.323520674905 150 GTEX 1 50 100 1.0 0.0005 125 5652 -30 2322.271877444759 2316.603360600345 150 GTEX 1 50 100 1.0 0.0005 125 5652 -31 2321.6815082779326 2318.731296785884 150 GTEX 1 50 100 1.0 0.0005 125 5652 -32 2319.829006015757 2313.2145768662367 150 GTEX 1 50 100 1.0 0.0005 125 5652 -33 2317.7585676674153 2309.7645463254516 150 GTEX 1 50 100 1.0 0.0005 125 5652 -34 2317.211465495686 2311.029748024596 150 GTEX 1 50 100 1.0 0.0005 125 5652 -35 2315.5036061223364 2313.8035405960372 150 GTEX 1 50 100 1.0 0.0005 125 5652 -36 2315.2176361132338 2308.315919361187 150 GTEX 1 50 100 1.0 0.0005 125 5652 -37 2314.263969836422 2307.8394032757546 150 GTEX 1 50 100 1.0 0.0005 125 5652 -38 2312.881577535782 2310.565907757545 150 GTEX 1 50 100 1.0 0.0005 125 5652 -39 2311.9100743970007 2305.254774202412 150 GTEX 1 50 100 1.0 0.0005 125 5652 -40 2310.487493408435 2304.1133049214295 150 GTEX 1 50 100 1.0 0.0005 125 5652 -41 2309.2514864288037 2306.786825317847 150 GTEX 1 50 100 1.0 0.0005 125 5652 -42 2308.606983211006 2302.4333616771623 150 GTEX 1 50 100 1.0 0.0005 125 5652 -43 2306.4207650331 2299.4031211940055 150 GTEX 1 50 100 1.0 0.0005 125 5652 -44 2305.9483024554456 2296.194699827709 150 GTEX 1 50 100 1.0 0.0005 125 5652 -45 2305.0597601681334 2300.0907084533924 150 GTEX 1 50 100 1.0 0.0005 125 5652 -46 2304.125495734154 2305.9150669112405 150 GTEX 1 50 100 1.0 0.0005 125 5652 -47 2303.526409429218 2301.432602798984 150 GTEX 1 50 100 1.0 0.0005 125 5652 -48 2302.2272338286944 2299.380610128773 150 GTEX 1 50 100 1.0 0.0005 125 5652 -49 2301.1074587784788 2294.3290263709005 150 GTEX 1 50 100 1.0 0.0005 125 5652 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 90c5da4b9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3144.522086719204 2624.337980669261 50 GTEX 1 100 100 0.5 0.0005 125 6501 -1 2504.6703918721364 2470.9957112939637 50 GTEX 1 100 100 0.5 0.0005 125 6501 -2 2439.6361223113845 2440.4460713781787 50 GTEX 1 100 100 0.5 0.0005 125 6501 -3 2408.281894508556 2398.265524744534 50 GTEX 1 100 100 0.5 0.0005 125 6501 -4 2385.323383405844 2398.4174883592264 50 GTEX 1 100 100 0.5 0.0005 125 6501 -5 2369.3864434051757 2372.282592309292 50 GTEX 1 100 100 0.5 0.0005 125 6501 -6 2357.3417969007887 2372.9784234920835 50 GTEX 1 100 100 0.5 0.0005 125 6501 -7 2349.2688112066503 2356.29606692238 50 GTEX 1 100 100 0.5 0.0005 125 6501 -8 2341.5224667657226 2355.2510498975166 50 GTEX 1 100 100 0.5 0.0005 125 6501 -9 2334.5537685750087 2342.5059712341076 50 GTEX 1 100 100 0.5 0.0005 125 6501 -10 2328.304249532298 2341.4612350173775 50 GTEX 1 100 100 0.5 0.0005 125 6501 -11 2324.971252344699 2337.5251606408183 50 GTEX 1 100 100 0.5 0.0005 125 6501 -12 2319.894805537492 2329.84745504285 50 GTEX 1 100 100 0.5 0.0005 125 6501 -13 2317.126761386799 2330.123462285379 50 GTEX 1 100 100 0.5 0.0005 125 6501 -14 2313.909763128664 2332.4853694321087 50 GTEX 1 100 100 0.5 0.0005 125 6501 -15 2310.43850242846 2324.5152402232357 50 GTEX 1 100 100 0.5 0.0005 125 6501 -16 2308.3833234494246 2319.960127101652 50 GTEX 1 100 100 0.5 0.0005 125 6501 -17 2305.900521785792 2318.4714882274093 50 GTEX 1 100 100 0.5 0.0005 125 6501 -18 2303.5482508215214 2316.4619604770674 50 GTEX 1 100 100 0.5 0.0005 125 6501 -19 2301.0232062794607 2312.7160878924815 50 GTEX 1 100 100 0.5 0.0005 125 6501 -20 2299.002106412406 2311.8259941072065 50 GTEX 1 100 100 0.5 0.0005 125 6501 -21 2297.6983975637822 2312.474837734672 50 GTEX 1 100 100 0.5 0.0005 125 6501 -22 2295.843558081279 2307.2337804293907 50 GTEX 1 100 100 0.5 0.0005 125 6501 -23 2293.7206341920864 2305.9686905893536 50 GTEX 1 100 100 0.5 0.0005 125 6501 -24 2292.6643690232354 2304.1104109731464 50 GTEX 1 100 100 0.5 0.0005 125 6501 -25 2290.5247319069285 2319.8383965437856 50 GTEX 1 100 100 0.5 0.0005 125 6501 -26 2289.692965557372 2308.8517179888013 50 GTEX 1 100 100 0.5 0.0005 125 6501 -27 2288.483360657209 2303.287170874302 50 GTEX 1 100 100 0.5 0.0005 125 6501 -28 2286.5234549588786 2304.4049158132575 50 GTEX 1 100 100 0.5 0.0005 125 6501 -29 2285.2598021674385 2301.582458728167 50 GTEX 1 100 100 0.5 0.0005 125 6501 -30 2284.1341408962962 2297.9658978248276 50 GTEX 1 100 100 0.5 0.0005 125 6501 -31 2283.6618721457185 2296.7528173642468 50 GTEX 1 100 100 0.5 0.0005 125 6501 -32 2282.5514816811233 2296.1457565945816 50 GTEX 1 100 100 0.5 0.0005 125 6501 -33 2281.3231887793204 2294.0992162436132 50 GTEX 1 100 100 0.5 0.0005 125 6501 -34 2280.959389126992 2295.6913124925736 50 GTEX 1 100 100 0.5 0.0005 125 6501 -35 2279.5943331317008 2295.0359712898053 50 GTEX 1 100 100 0.5 0.0005 125 6501 -36 2278.614299796332 2294.8366423052075 50 GTEX 1 100 100 0.5 0.0005 125 6501 -37 2277.711377247115 2291.630710848384 50 GTEX 1 100 100 0.5 0.0005 125 6501 -38 2277.070163545078 2294.468448305311 50 GTEX 1 100 100 0.5 0.0005 125 6501 -39 2276.3186769099652 2290.062871780686 50 GTEX 1 100 100 0.5 0.0005 125 6501 -40 2275.5490477664603 2290.5951842101354 50 GTEX 1 100 100 0.5 0.0005 125 6501 -41 2275.5426750952734 2290.2620807836265 50 GTEX 1 100 100 0.5 0.0005 125 6501 -42 2274.3180144009702 2288.5283978248276 50 GTEX 1 100 100 0.5 0.0005 125 6501 -43 2273.9673330972473 2287.781778197778 50 GTEX 1 100 100 0.5 0.0005 125 6501 -44 2273.1826371736606 2289.3952455701938 50 GTEX 1 100 100 0.5 0.0005 125 6501 -45 2273.0822797488977 2286.266054798895 50 GTEX 1 100 100 0.5 0.0005 125 6501 -46 2272.3231666011293 2286.8585323435273 50 GTEX 1 100 100 0.5 0.0005 125 6501 -47 2272.0824598564423 2287.0215140803234 50 GTEX 1 100 100 0.5 0.0005 125 6501 -48 2270.9197327930247 2285.2162241192373 50 GTEX 1 100 100 0.5 0.0005 125 6501 -49 2270.4821198905574 2285.112407495767 50 GTEX 1 100 100 0.5 0.0005 125 6501 -50 2270.1534894083147 2284.09824757159 50 GTEX 1 100 100 0.5 0.0005 125 6501 -51 2269.2069465086784 2283.8476038015388 50 GTEX 1 100 100 0.5 0.0005 125 6501 -52 2269.6068031550385 2283.862427221958 50 GTEX 1 100 100 0.5 0.0005 125 6501 -53 2268.809746448601 2286.4076396521505 50 GTEX 1 100 100 0.5 0.0005 125 6501 -54 2268.3033980702703 2281.090474756045 50 GTEX 1 100 100 0.5 0.0005 125 6501 -55 2268.2970952088094 2282.182396254159 50 GTEX 1 100 100 0.5 0.0005 125 6501 -56 2267.9927944345736 2283.8236399603434 50 GTEX 1 100 100 0.5 0.0005 125 6501 -57 2267.941148183534 2285.424884520556 50 GTEX 1 100 100 0.5 0.0005 125 6501 -58 2266.8683813314096 2280.8106550209422 50 GTEX 1 100 100 0.5 0.0005 125 6501 -59 2266.628280953947 2281.9194732782053 50 GTEX 1 100 100 0.5 0.0005 125 6501 -60 2266.3958536375535 2283.4514536114248 50 GTEX 1 100 100 0.5 0.0005 125 6501 -61 2266.6133394290696 2280.5760312388607 50 GTEX 1 100 100 0.5 0.0005 125 6501 -62 2266.003837600761 2281.1337389347673 50 GTEX 1 100 100 0.5 0.0005 125 6501 -63 2265.1868557751186 2279.2752360644904 50 GTEX 1 100 100 0.5 0.0005 125 6501 -64 2264.9570404565284 2280.0360611019933 50 GTEX 1 100 100 0.5 0.0005 125 6501 -65 2264.6542192513302 2279.2916115880466 50 GTEX 1 100 100 0.5 0.0005 125 6501 -66 2264.5680594536448 2279.1615486870246 50 GTEX 1 100 100 0.5 0.0005 125 6501 -67 2264.4540652521587 2279.5373667437766 50 GTEX 1 100 100 0.5 0.0005 125 6501 -68 2264.659251818199 2278.2901523140445 50 GTEX 1 100 100 0.5 0.0005 125 6501 -69 2263.292580270611 2280.2396551211978 50 GTEX 1 100 100 0.5 0.0005 125 6501 -70 2263.6227227897316 2277.4253198891993 50 GTEX 1 100 100 0.5 0.0005 125 6501 -71 2263.3422675684283 2280.629201910795 50 GTEX 1 100 100 0.5 0.0005 125 6501 -72 2263.293169875249 2281.0377211189993 50 GTEX 1 100 100 0.5 0.0005 125 6501 -73 2263.0212568680186 2278.839656931366 50 GTEX 1 100 100 0.5 0.0005 125 6501 -74 2263.3445506327075 2279.813910538706 50 GTEX 1 100 100 0.5 0.0005 125 6501 -75 2262.6495733070715 2279.217265197986 50 GTEX 1 100 100 0.5 0.0005 125 6501 -76 2262.445586606972 2280.5689386288022 50 GTEX 1 100 100 0.5 0.0005 125 6501 -77 2262.3496678635324 2276.592897828541 50 GTEX 1 100 100 0.5 0.0005 125 6501 -78 2262.0287118091546 2278.790141638694 50 GTEX 1 100 100 0.5 0.0005 125 6501 -79 2262.1938156268156 2276.576450362405 50 GTEX 1 100 100 0.5 0.0005 125 6501 -80 2261.500315085049 2279.4301546626216 50 GTEX 1 100 100 0.5 0.0005 125 6501 -81 2261.6367447964803 2274.889492484553 50 GTEX 1 100 100 0.5 0.0005 125 6501 -82 2261.0738561365715 2278.2584158893774 50 GTEX 1 100 100 0.5 0.0005 125 6501 -83 2261.402223704092 2276.8442661299905 50 GTEX 1 100 100 0.5 0.0005 125 6501 -84 2261.463124965959 2276.2966946794054 50 GTEX 1 100 100 0.5 0.0005 125 6501 -85 2261.069290265899 2277.390783505748 50 GTEX 1 100 100 0.5 0.0005 125 6501 -86 2260.8505643008693 2279.172170428722 50 GTEX 1 100 100 0.5 0.0005 125 6501 -87 2260.538923705784 2275.8974108097673 50 GTEX 1 100 100 0.5 0.0005 125 6501 -88 2260.642224950197 2275.2121103961204 50 GTEX 1 100 100 0.5 0.0005 125 6501 -89 2260.8665881214847 2276.0264010701344 50 GTEX 1 100 100 0.5 0.0005 125 6501 -90 2260.51381629113 2274.89887588559 50 GTEX 1 100 100 0.5 0.0005 125 6501 -91 2260.647051208309 2274.754969375668 50 GTEX 1 100 100 0.5 0.0005 125 6501 -92 2259.856828685747 2273.8777913720887 50 GTEX 1 100 100 0.5 0.0005 125 6501 -93 2260.0914067193526 2275.0406638025784 50 GTEX 1 100 100 0.5 0.0005 125 6501 -94 2259.38726869178 2274.4806430367007 50 GTEX 1 100 100 0.5 0.0005 125 6501 -95 2260.150114558095 2274.829850229474 50 GTEX 1 100 100 0.5 0.0005 125 6501 -96 2259.2695977587855 2276.6373615917596 50 GTEX 1 100 100 0.5 0.0005 125 6501 -97 2259.681323889481 2275.1301675658715 50 GTEX 1 100 100 0.5 0.0005 125 6501 -98 2259.3728379358067 2276.112998585284 50 GTEX 1 100 100 0.5 0.0005 125 6501 -99 2259.30530294481 2276.518664225879 50 GTEX 1 100 100 0.5 0.0005 125 6501 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index 285c7bde9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3134.993702863607 2776.619801104295 50 GTEX 1 100 100 0.0 0.0005 125 9015 -1 2510.2242258212327 2492.7532169936726 50 GTEX 1 100 100 0.0 0.0005 125 9015 -2 2440.276254852382 2478.0543588848623 50 GTEX 1 100 100 0.0 0.0005 125 9015 -3 2403.996119383863 2416.546650817639 50 GTEX 1 100 100 0.0 0.0005 125 9015 -4 2382.43309592697 2399.192980632129 50 GTEX 1 100 100 0.0 0.0005 125 9015 -5 2367.496631725872 2391.8035605543014 50 GTEX 1 100 100 0.0 0.0005 125 9015 -6 2355.186818716908 2380.8578377495246 50 GTEX 1 100 100 0.0 0.0005 125 9015 -7 2345.2258566661662 2376.6855389845236 50 GTEX 1 100 100 0.0 0.0005 125 9015 -8 2338.216468560402 2371.964498425618 50 GTEX 1 100 100 0.0 0.0005 125 9015 -9 2333.5788622959194 2357.424414805133 50 GTEX 1 100 100 0.0 0.0005 125 9015 -10 2326.4014090681776 2359.630773972196 50 GTEX 1 100 100 0.0 0.0005 125 9015 -11 2322.3913035237124 2351.411691179747 50 GTEX 1 100 100 0.0 0.0005 125 9015 -12 2318.6502055660453 2345.784601131773 50 GTEX 1 100 100 0.0 0.0005 125 9015 -13 2315.3703289376504 2343.4951195082285 50 GTEX 1 100 100 0.0 0.0005 125 9015 -14 2311.74500415609 2339.9586566881535 50 GTEX 1 100 100 0.0 0.0005 125 9015 -15 2309.25281959599 2337.5489771157618 50 GTEX 1 100 100 0.0 0.0005 125 9015 -16 2306.1112309535756 2342.974634903012 50 GTEX 1 100 100 0.0 0.0005 125 9015 -17 2304.1733926587917 2331.4131096089295 50 GTEX 1 100 100 0.0 0.0005 125 9015 -18 2301.9339484721186 2329.519282932064 50 GTEX 1 100 100 0.0 0.0005 125 9015 -19 2299.3249662066255 2328.1497705263782 50 GTEX 1 100 100 0.0 0.0005 125 9015 -20 2297.5426280568768 2329.8246819673836 50 GTEX 1 100 100 0.0 0.0005 125 9015 -21 2295.549958800141 2324.414515042033 50 GTEX 1 100 100 0.0 0.0005 125 9015 -22 2293.944368611649 2321.491021101919 50 GTEX 1 100 100 0.0 0.0005 125 9015 -23 2291.885996643563 2324.1214752777446 50 GTEX 1 100 100 0.0 0.0005 125 9015 -24 2290.714416794028 2327.796896350701 50 GTEX 1 100 100 0.0 0.0005 125 9015 -25 2290.1800122299833 2319.0433846245246 50 GTEX 1 100 100 0.0 0.0005 125 9015 -26 2288.0524166079376 2317.8586718193023 50 GTEX 1 100 100 0.0 0.0005 125 9015 -27 2285.7656448830066 2317.803770812292 50 GTEX 1 100 100 0.0 0.0005 125 9015 -28 2285.3800688514216 2314.095281680727 50 GTEX 1 100 100 0.0 0.0005 125 9015 -29 2284.0281912921614 2313.5887632188687 50 GTEX 1 100 100 0.0 0.0005 125 9015 -30 2282.811215960087 2311.3521556781725 50 GTEX 1 100 100 0.0 0.0005 125 9015 -31 2282.5605713225877 2311.796048356553 50 GTEX 1 100 100 0.0 0.0005 125 9015 -32 2280.4820927867445 2310.1867378728016 50 GTEX 1 100 100 0.0 0.0005 125 9015 -33 2279.4422898188277 2310.2486261288022 50 GTEX 1 100 100 0.0 0.0005 125 9015 -34 2278.7967779059413 2309.92241805044 50 GTEX 1 100 100 0.0 0.0005 125 9015 -35 2278.1043608719765 2307.6670126099098 50 GTEX 1 100 100 0.0 0.0005 125 9015 -36 2276.7257149836273 2306.8428235652327 50 GTEX 1 100 100 0.0 0.0005 125 9015 -37 2276.267640404456 2309.2806772442373 50 GTEX 1 100 100 0.0 0.0005 125 9015 -38 2275.6876184728035 2307.5583760656787 50 GTEX 1 100 100 0.0 0.0005 125 9015 -39 2274.955295032869 2304.531639882367 50 GTEX 1 100 100 0.0 0.0005 125 9015 -40 2273.5031781863977 2304.99985193753 50 GTEX 1 100 100 0.0 0.0005 125 9015 -41 2273.3552460139085 2303.1755547469106 50 GTEX 1 100 100 0.0 0.0005 125 9015 -42 2272.52174347301 2302.58938981553 50 GTEX 1 100 100 0.0 0.0005 125 9015 -43 2271.8095505068595 2304.35668249094 50 GTEX 1 100 100 0.0 0.0005 125 9015 -44 2271.0779701137008 2302.690368884417 50 GTEX 1 100 100 0.0 0.0005 125 9015 -45 2271.4750800168513 2301.3767326558045 50 GTEX 1 100 100 0.0 0.0005 125 9015 -46 2270.2419246110667 2300.473200228731 50 GTEX 1 100 100 0.0 0.0005 125 9015 -47 2270.0056089677464 2301.5238352728434 50 GTEX 1 100 100 0.0 0.0005 125 9015 -48 2269.453988840553 2301.703698684054 50 GTEX 1 100 100 0.0 0.0005 125 9015 -49 2269.3258293508866 2301.865698520675 50 GTEX 1 100 100 0.0 0.0005 125 9015 -50 2268.3374293444085 2299.4830484716613 50 GTEX 1 100 100 0.0 0.0005 125 9015 -51 2267.9328553967484 2298.5045077827945 50 GTEX 1 100 100 0.0 0.0005 125 9015 -52 2267.7072736370005 2300.446145177341 50 GTEX 1 100 100 0.0 0.0005 125 9015 -53 2267.600673231893 2297.6041654289447 50 GTEX 1 100 100 0.0 0.0005 125 9015 -54 2266.950622087952 2297.294622965185 50 GTEX 1 100 100 0.0 0.0005 125 9015 -55 2266.1431735578603 2296.364964706363 50 GTEX 1 100 100 0.0 0.0005 125 9015 -56 2266.263094468367 2298.624119051509 50 GTEX 1 100 100 0.0 0.0005 125 9015 -57 2265.9961127304055 2294.4308803543845 50 GTEX 1 100 100 0.0 0.0005 125 9015 -58 2265.619253089061 2296.8351377770023 50 GTEX 1 100 100 0.0 0.0005 125 9015 -59 2264.85059253938 2296.173390435629 50 GTEX 1 100 100 0.0 0.0005 125 9015 -60 2264.9721181709738 2295.5931215467563 50 GTEX 1 100 100 0.0 0.0005 125 9015 -61 2264.6833011783942 2300.7113009260634 50 GTEX 1 100 100 0.0 0.0005 125 9015 -62 2264.439826647004 2294.3029989380348 50 GTEX 1 100 100 0.0 0.0005 125 9015 -63 2263.5393941413263 2294.0086720977897 50 GTEX 1 100 100 0.0 0.0005 125 9015 -64 2263.926837886086 2295.1990493368285 50 GTEX 1 100 100 0.0 0.0005 125 9015 -65 2264.0030708026898 2298.6064072525546 50 GTEX 1 100 100 0.0 0.0005 125 9015 -66 2262.9609047742733 2293.2367583880405 50 GTEX 1 100 100 0.0 0.0005 125 9015 -67 2263.701989296083 2294.89357186089 50 GTEX 1 100 100 0.0 0.0005 125 9015 -68 2261.7853336755306 2295.0473962355927 50 GTEX 1 100 100 0.0 0.0005 125 9015 -69 2262.448086785429 2295.752789979652 50 GTEX 1 100 100 0.0 0.0005 125 9015 -70 2262.3742766299215 2292.489320240093 50 GTEX 1 100 100 0.0 0.0005 125 9015 -71 2261.9732062691455 2292.5788838781787 50 GTEX 1 100 100 0.0 0.0005 125 9015 -72 2261.9140597921973 2291.6584662955975 50 GTEX 1 100 100 0.0 0.0005 125 9015 -73 2261.091224393989 2293.2621889295688 50 GTEX 1 100 100 0.0 0.0005 125 9015 -74 2261.5596296262675 2291.8214881809945 50 GTEX 1 100 100 0.0 0.0005 125 9015 -75 2261.2058058791395 2296.0943677778932 50 GTEX 1 100 100 0.0 0.0005 125 9015 -76 2260.7975173681025 2290.818804954848 50 GTEX 1 100 100 0.0 0.0005 125 9015 -77 2261.341015867413 2293.9893729206274 50 GTEX 1 100 100 0.0 0.0005 125 9015 -78 2260.442629377253 2291.2755298687025 50 GTEX 1 100 100 0.0 0.0005 125 9015 -79 2260.987018356734 2291.8136640773528 50 GTEX 1 100 100 0.0 0.0005 125 9015 -80 2260.4075738317147 2289.9390073130794 50 GTEX 1 100 100 0.0 0.0005 125 9015 -81 2259.443593715959 2292.594157055757 50 GTEX 1 100 100 0.0 0.0005 125 9015 -82 2260.006692114508 2290.733196998277 50 GTEX 1 100 100 0.0 0.0005 125 9015 -83 2259.5729683642026 2291.207127096082 50 GTEX 1 100 100 0.0 0.0005 125 9015 -84 2259.332500318747 2291.5821073698908 50 GTEX 1 100 100 0.0 0.0005 125 9015 -85 2259.8157338897618 2291.2516467888545 50 GTEX 1 100 100 0.0 0.0005 125 9015 -86 2259.0075351436653 2291.0300469344106 50 GTEX 1 100 100 0.0 0.0005 125 9015 -87 2259.2257194192657 2291.575193920063 50 GTEX 1 100 100 0.0 0.0005 125 9015 -88 2259.2420119828253 2290.1069157241413 50 GTEX 1 100 100 0.0 0.0005 125 9015 -89 2258.6449745301525 2289.096362676004 50 GTEX 1 100 100 0.0 0.0005 125 9015 -90 2258.7572322824103 2290.730924541053 50 GTEX 1 100 100 0.0 0.0005 125 9015 -91 2258.973932166506 2288.627674407379 50 GTEX 1 100 100 0.0 0.0005 125 9015 -92 2258.2070013094417 2289.1860184470056 50 GTEX 1 100 100 0.0 0.0005 125 9015 -93 2258.7226143693224 2291.0757743342297 50 GTEX 1 100 100 0.0 0.0005 125 9015 -94 2258.511328155946 2288.507676969463 50 GTEX 1 100 100 0.0 0.0005 125 9015 -95 2258.0030770048465 2288.243159885189 50 GTEX 1 100 100 0.0 0.0005 125 9015 -96 2258.3458890091897 2288.3697980873485 50 GTEX 1 100 100 0.0 0.0005 125 9015 -97 2257.730598492419 2289.3212407913497 50 GTEX 1 100 100 0.0 0.0005 125 9015 -98 2257.7314037412857 2287.8717458746733 50 GTEX 1 100 100 0.0 0.0005 125 9015 -99 2257.5955843169445 2287.892335376812 50 GTEX 1 100 100 0.0 0.0005 125 9015 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index 6c1fa38e9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3142.502778617913 2651.449966952828 50 GTEX 1 100 100 1.0 0.0005 125 3392 -1 2512.573935694386 2448.769839442728 50 GTEX 1 100 100 1.0 0.0005 125 3392 -2 2449.001563253027 2394.587987631446 50 GTEX 1 100 100 1.0 0.0005 125 3392 -3 2414.2784232605695 2367.485789251871 50 GTEX 1 100 100 1.0 0.0005 125 3392 -4 2388.6828860593873 2348.881217463388 50 GTEX 1 100 100 1.0 0.0005 125 3392 -5 2374.23823831199 2387.8924003572065 50 GTEX 1 100 100 1.0 0.0005 125 3392 -6 2362.089114061716 2324.8424058341257 50 GTEX 1 100 100 1.0 0.0005 125 3392 -7 2351.8320818988 2317.7766702746258 50 GTEX 1 100 100 1.0 0.0005 125 3392 -8 2342.948312151957 2317.653943195996 50 GTEX 1 100 100 1.0 0.0005 125 3392 -9 2339.4332449334697 2312.717437860177 50 GTEX 1 100 100 1.0 0.0005 125 3392 -10 2333.4768607193078 2300.991439529245 50 GTEX 1 100 100 1.0 0.0005 125 3392 -11 2327.865260137806 2297.0828532519904 50 GTEX 1 100 100 1.0 0.0005 125 3392 -12 2325.235686169515 2292.19851371272 50 GTEX 1 100 100 1.0 0.0005 125 3392 -13 2321.2529237303347 2290.9632141345355 50 GTEX 1 100 100 1.0 0.0005 125 3392 -14 2317.826349145799 2305.6054613236693 50 GTEX 1 100 100 1.0 0.0005 125 3392 -15 2314.9683395487286 2293.451500258065 50 GTEX 1 100 100 1.0 0.0005 125 3392 -16 2313.4080272209962 2284.21733992544 50 GTEX 1 100 100 1.0 0.0005 125 3392 -17 2310.018743743687 2279.6813711884356 50 GTEX 1 100 100 1.0 0.0005 125 3392 -18 2307.378461242012 2278.062991066124 50 GTEX 1 100 100 1.0 0.0005 125 3392 -19 2305.437741071782 2277.0139234419557 50 GTEX 1 100 100 1.0 0.0005 125 3392 -20 2304.3611577913325 2272.8019910457015 50 GTEX 1 100 100 1.0 0.0005 125 3392 -21 2301.7323792206644 2271.808546871287 50 GTEX 1 100 100 1.0 0.0005 125 3392 -22 2300.145839092786 2271.0031877524953 50 GTEX 1 100 100 1.0 0.0005 125 3392 -23 2298.5392469916055 2269.755195646685 50 GTEX 1 100 100 1.0 0.0005 125 3392 -24 2296.95906731112 2266.5032128163616 50 GTEX 1 100 100 1.0 0.0005 125 3392 -25 2294.860131843674 2266.9634914615763 50 GTEX 1 100 100 1.0 0.0005 125 3392 -26 2293.4853103781143 2265.4087963031725 50 GTEX 1 100 100 1.0 0.0005 125 3392 -27 2291.9817739623495 2262.897013965215 50 GTEX 1 100 100 1.0 0.0005 125 3392 -28 2291.5650628705307 2264.029298731583 50 GTEX 1 100 100 1.0 0.0005 125 3392 -29 2290.3074995915085 2262.5617712912904 50 GTEX 1 100 100 1.0 0.0005 125 3392 -30 2289.6195214967534 2262.468444128 50 GTEX 1 100 100 1.0 0.0005 125 3392 -31 2287.6197583134176 2258.8831561998722 50 GTEX 1 100 100 1.0 0.0005 125 3392 -32 2286.767333984375 2260.9400319146566 50 GTEX 1 100 100 1.0 0.0005 125 3392 -33 2285.7934747222257 2258.0620878386408 50 GTEX 1 100 100 1.0 0.0005 125 3392 -34 2284.9353204511394 2256.0050689349155 50 GTEX 1 100 100 1.0 0.0005 125 3392 -35 2283.537319603623 2256.5577169788203 50 GTEX 1 100 100 1.0 0.0005 125 3392 -36 2283.526319401234 2254.9272551445906 50 GTEX 1 100 100 1.0 0.0005 125 3392 -37 2282.3414265765705 2255.1456470562025 50 GTEX 1 100 100 1.0 0.0005 125 3392 -38 2281.373600169297 2255.8952471947036 50 GTEX 1 100 100 1.0 0.0005 125 3392 -39 2280.5699556116397 2254.3639760760752 50 GTEX 1 100 100 1.0 0.0005 125 3392 -40 2279.9600413205494 2252.6380315860415 50 GTEX 1 100 100 1.0 0.0005 125 3392 -41 2279.666813446751 2250.8137624762358 50 GTEX 1 100 100 1.0 0.0005 125 3392 -42 2278.358556495796 2250.058546407141 50 GTEX 1 100 100 1.0 0.0005 125 3392 -43 2278.6034807588203 2249.629270140209 50 GTEX 1 100 100 1.0 0.0005 125 3392 -44 2277.3427882143646 2248.186303200377 50 GTEX 1 100 100 1.0 0.0005 125 3392 -45 2276.654296049765 2249.7231027581392 50 GTEX 1 100 100 1.0 0.0005 125 3392 -46 2276.0498918787384 2250.4829366125537 50 GTEX 1 100 100 1.0 0.0005 125 3392 -47 2275.630337568577 2250.3571095049606 50 GTEX 1 100 100 1.0 0.0005 125 3392 -48 2275.4112008428124 2247.0500731957727 50 GTEX 1 100 100 1.0 0.0005 125 3392 -49 2275.064947956553 2247.345056105929 50 GTEX 1 100 100 1.0 0.0005 125 3392 -50 2274.546337746209 2246.611917590007 50 GTEX 1 100 100 1.0 0.0005 125 3392 -51 2273.946739924499 2245.8112581782466 50 GTEX 1 100 100 1.0 0.0005 125 3392 -52 2273.2135821977413 2251.345039396685 50 GTEX 1 100 100 1.0 0.0005 125 3392 -53 2273.0973637299717 2248.25015131149 50 GTEX 1 100 100 1.0 0.0005 125 3392 -54 2272.545079056484 2249.140299633882 50 GTEX 1 100 100 1.0 0.0005 125 3392 -55 2272.3326641021113 2244.229029434262 50 GTEX 1 100 100 1.0 0.0005 125 3392 -56 2271.8544503068224 2244.9514104458767 50 GTEX 1 100 100 1.0 0.0005 125 3392 -57 2272.0407258643513 2244.742701309262 50 GTEX 1 100 100 1.0 0.0005 125 3392 -58 2271.6768427085535 2243.534099854444 50 GTEX 1 100 100 1.0 0.0005 125 3392 -59 2270.5275091580456 2242.5169652206364 50 GTEX 1 100 100 1.0 0.0005 125 3392 -60 2270.5508156648793 2243.4736592688037 50 GTEX 1 100 100 1.0 0.0005 125 3392 -61 2269.8935847570015 2243.395362070758 50 GTEX 1 100 100 1.0 0.0005 125 3392 -62 2269.944270486047 2244.1505043406905 50 GTEX 1 100 100 1.0 0.0005 125 3392 -63 2269.9039141464677 2241.934934202709 50 GTEX 1 100 100 1.0 0.0005 125 3392 -64 2269.780470617094 2242.5174945787785 50 GTEX 1 100 100 1.0 0.0005 125 3392 -65 2268.8327696032516 2241.671459589621 50 GTEX 1 100 100 1.0 0.0005 125 3392 -66 2268.7665329390497 2241.091194413914 50 GTEX 1 100 100 1.0 0.0005 125 3392 -67 2268.866465213043 2243.623640517318 50 GTEX 1 100 100 1.0 0.0005 125 3392 -68 2268.773863372851 2241.086907100315 50 GTEX 1 100 100 1.0 0.0005 125 3392 -69 2268.543978837673 2244.2599821489575 50 GTEX 1 100 100 1.0 0.0005 125 3392 -70 2267.9374177085947 2240.414729013189 50 GTEX 1 100 100 1.0 0.0005 125 3392 -71 2267.757706792551 2241.142525212393 50 GTEX 1 100 100 1.0 0.0005 125 3392 -72 2267.363430282288 2245.8304958561075 50 GTEX 1 100 100 1.0 0.0005 125 3392 -73 2267.4008018499294 2239.67318853226 50 GTEX 1 100 100 1.0 0.0005 125 3392 -74 2266.911656836742 2240.9264644724335 50 GTEX 1 100 100 1.0 0.0005 125 3392 -75 2266.789143734073 2245.2896960588464 50 GTEX 1 100 100 1.0 0.0005 125 3392 -76 2266.8151217716804 2239.2993082837006 50 GTEX 1 100 100 1.0 0.0005 125 3392 -77 2266.9083663152264 2242.3164563777327 50 GTEX 1 100 100 1.0 0.0005 125 3392 -78 2266.807083673055 2240.142670489989 50 GTEX 1 100 100 1.0 0.0005 125 3392 -79 2265.9174708753926 2238.979022472077 50 GTEX 1 100 100 1.0 0.0005 125 3392 -80 2265.8532079154893 2238.852276356048 50 GTEX 1 100 100 1.0 0.0005 125 3392 -81 2265.6328721490195 2237.836588696382 50 GTEX 1 100 100 1.0 0.0005 125 3392 -82 2265.5892877479005 2238.631446055133 50 GTEX 1 100 100 1.0 0.0005 125 3392 -83 2266.08114551493 2241.9548609048243 50 GTEX 1 100 100 1.0 0.0005 125 3392 -84 2265.435580580693 2238.977185383496 50 GTEX 1 100 100 1.0 0.0005 125 3392 -85 2265.204717574659 2238.4757806466105 50 GTEX 1 100 100 1.0 0.0005 125 3392 -86 2265.342031035439 2238.869608947986 50 GTEX 1 100 100 1.0 0.0005 125 3392 -87 2265.433203516987 2237.6675628546072 50 GTEX 1 100 100 1.0 0.0005 125 3392 -88 2264.654203932905 2237.122936872475 50 GTEX 1 100 100 1.0 0.0005 125 3392 -89 2264.669904003504 2238.5049417590008 50 GTEX 1 100 100 1.0 0.0005 125 3392 -90 2264.2063388004467 2236.4168587456184 50 GTEX 1 100 100 1.0 0.0005 125 3392 -91 2264.287009573139 2238.6668814887566 50 GTEX 1 100 100 1.0 0.0005 125 3392 -92 2265.0115026415774 2237.1983387298005 50 GTEX 1 100 100 1.0 0.0005 125 3392 -93 2264.0110151855624 2236.332983676925 50 GTEX 1 100 100 1.0 0.0005 125 3392 -94 2263.8944875512266 2236.7875953355215 50 GTEX 1 100 100 1.0 0.0005 125 3392 -95 2264.0401228754326 2235.956191842547 50 GTEX 1 100 100 1.0 0.0005 125 3392 -96 2263.6414727742585 2237.9001211884356 50 GTEX 1 100 100 1.0 0.0005 125 3392 -97 2264.2685690259586 2237.724801299237 50 GTEX 1 100 100 1.0 0.0005 125 3392 -98 2263.4201376739597 2235.223875560688 50 GTEX 1 100 100 1.0 0.0005 125 3392 -99 2263.419200387489 2235.675346809648 50 GTEX 1 100 100 1.0 0.0005 125 3392 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index fab498e4e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3145.477989872922 3045.3068142154825 50 GTEX 1 50 100 0.5 0.0005 125 9806 -1 2514.092422557882 2483.046157894932 50 GTEX 1 50 100 0.5 0.0005 125 9806 -2 2444.465959313025 2451.8282201498632 50 GTEX 1 50 100 0.5 0.0005 125 9806 -3 2410.5094088655824 2429.011592038231 50 GTEX 1 50 100 0.5 0.0005 125 9806 -4 2388.7603610062833 2400.704781071768 50 GTEX 1 50 100 0.5 0.0005 125 9806 -5 2372.7910798386006 2365.4821809833948 50 GTEX 1 50 100 0.5 0.0005 125 9806 -6 2357.7361246014116 2355.153998893477 50 GTEX 1 50 100 0.5 0.0005 125 9806 -7 2349.3173403644732 2366.339182342413 50 GTEX 1 50 100 0.5 0.0005 125 9806 -8 2341.5083664648005 2345.352211839799 50 GTEX 1 50 100 0.5 0.0005 125 9806 -9 2335.236067196 2339.0862874658387 50 GTEX 1 50 100 0.5 0.0005 125 9806 -10 2330.483422988242 2346.350277744772 50 GTEX 1 50 100 0.5 0.0005 125 9806 -11 2325.8269407877365 2330.2953925187144 50 GTEX 1 50 100 0.5 0.0005 125 9806 -12 2322.4752509952336 2325.653990074709 50 GTEX 1 50 100 0.5 0.0005 125 9806 -13 2318.880525644797 2323.0489399841076 50 GTEX 1 50 100 0.5 0.0005 125 9806 -14 2314.237115192907 2318.5133460447364 50 GTEX 1 50 100 0.5 0.0005 125 9806 -15 2311.1991364070172 2316.1454497942905 50 GTEX 1 50 100 0.5 0.0005 125 9806 -16 2309.4871309239497 2315.978316970651 50 GTEX 1 50 100 0.5 0.0005 125 9806 -17 2307.0215409035995 2317.619116489425 50 GTEX 1 50 100 0.5 0.0005 125 9806 -18 2304.669671184072 2308.4837372638426 50 GTEX 1 50 100 0.5 0.0005 125 9806 -19 2302.0451320004686 2307.548017262506 50 GTEX 1 50 100 0.5 0.0005 125 9806 -20 2300.4745207911774 2305.033565622772 50 GTEX 1 50 100 0.5 0.0005 125 9806 -21 2298.1392527888815 2304.7120844039628 50 GTEX 1 50 100 0.5 0.0005 125 9806 -22 2296.809014619864 2301.893190797291 50 GTEX 1 50 100 0.5 0.0005 125 9806 -23 2294.86078919495 2301.1307605119714 50 GTEX 1 50 100 0.5 0.0005 125 9806 -24 2293.139495201671 2297.622370150606 50 GTEX 1 50 100 0.5 0.0005 125 9806 -25 2292.283567311533 2295.866823609791 50 GTEX 1 50 100 0.5 0.0005 125 9806 -26 2290.560078193082 2297.024705545984 50 GTEX 1 50 100 0.5 0.0005 125 9806 -27 2288.999540653553 2295.522142533567 50 GTEX 1 50 100 0.5 0.0005 125 9806 -28 2288.092115828338 2296.4711319956036 50 GTEX 1 50 100 0.5 0.0005 125 9806 -29 2286.7111391410212 2292.665525487167 50 GTEX 1 50 100 0.5 0.0005 125 9806 -30 2285.8709716410044 2291.2736742142943 50 GTEX 1 50 100 0.5 0.0005 125 9806 -31 2284.5809794621696 2295.3255044335197 50 GTEX 1 50 100 0.5 0.0005 125 9806 -32 2282.957921678594 2294.632137632189 50 GTEX 1 50 100 0.5 0.0005 125 9806 -33 2282.60102981079 2289.6463553425024 50 GTEX 1 50 100 0.5 0.0005 125 9806 -34 2281.666547978958 2288.1198461264257 50 GTEX 1 50 100 0.5 0.0005 125 9806 -35 2280.407440736778 2287.4424450080205 50 GTEX 1 50 100 0.5 0.0005 125 9806 -36 2279.5025416980943 2286.057762000951 50 GTEX 1 50 100 0.5 0.0005 125 9806 -37 2278.735336166709 2285.0192388382247 50 GTEX 1 50 100 0.5 0.0005 125 9806 -38 2278.2765894593967 2288.1369067289984 50 GTEX 1 50 100 0.5 0.0005 125 9806 -39 2277.5137989869827 2284.68782304539 50 GTEX 1 50 100 0.5 0.0005 125 9806 -40 2276.4956619199834 2284.2197859731464 50 GTEX 1 50 100 0.5 0.0005 125 9806 -41 2275.742465733147 2282.800956697065 50 GTEX 1 50 100 0.5 0.0005 125 9806 -42 2275.3047190652396 2283.934727193738 50 GTEX 1 50 100 0.5 0.0005 125 9806 -43 2274.240379358479 2282.6811184611156 50 GTEX 1 50 100 0.5 0.0005 125 9806 -44 2274.3736625003303 2283.221132923895 50 GTEX 1 50 100 0.5 0.0005 125 9806 -45 2273.444498199337 2281.7441067423656 50 GTEX 1 50 100 0.5 0.0005 125 9806 -46 2273.156561629377 2278.8503724304896 50 GTEX 1 50 100 0.5 0.0005 125 9806 -47 2272.260290113437 2280.360749799489 50 GTEX 1 50 100 0.5 0.0005 125 9806 -48 2271.7653826645765 2277.821541557747 50 GTEX 1 50 100 0.5 0.0005 125 9806 -49 2271.4970951984938 2278.824388627317 50 GTEX 1 50 100 0.5 0.0005 125 9806 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index 1010f3de3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3139.6428581891373 2720.428977357117 50 GTEX 1 50 100 0.0 0.0005 125 9446 -1 2508.2101668852165 2477.9624701090183 50 GTEX 1 50 100 0.0 0.0005 125 9446 -2 2442.99791182013 2412.0623110927104 50 GTEX 1 50 100 0.0 0.0005 125 9446 -3 2407.957605355693 2393.655704628832 50 GTEX 1 50 100 0.0 0.0005 125 9446 -4 2386.9963976427985 2379.9462356857475 50 GTEX 1 50 100 0.0 0.0005 125 9446 -5 2369.981198257764 2373.2223930794025 50 GTEX 1 50 100 0.0 0.0005 125 9446 -6 2359.043440629704 2365.8423413178766 50 GTEX 1 50 100 0.0 0.0005 125 9446 -7 2349.3273902055744 2361.278934377228 50 GTEX 1 50 100 0.0 0.0005 125 9446 -8 2341.281857630866 2339.881003260159 50 GTEX 1 50 100 0.0 0.0005 125 9446 -9 2334.0539672503414 2348.2321902663084 50 GTEX 1 50 100 0.0 0.0005 125 9446 -10 2331.141025986857 2351.096558081333 50 GTEX 1 50 100 0.0 0.0005 125 9446 -11 2325.8467683744766 2325.3545446359612 50 GTEX 1 50 100 0.0 0.0005 125 9446 -12 2322.198383534787 2324.8069734174487 50 GTEX 1 50 100 0.0 0.0005 125 9446 -13 2317.713890087772 2318.2088892251368 50 GTEX 1 50 100 0.0 0.0005 125 9446 -14 2315.0127997047307 2317.736136896982 50 GTEX 1 50 100 0.0 0.0005 125 9446 -15 2311.7194879922113 2315.5994557427816 50 GTEX 1 50 100 0.0 0.0005 125 9446 -16 2309.789747290341 2312.100774380644 50 GTEX 1 50 100 0.0 0.0005 125 9446 -17 2306.4172674807473 2311.7453849995545 50 GTEX 1 50 100 0.0 0.0005 125 9446 -18 2305.4710212015257 2310.388552125416 50 GTEX 1 50 100 0.0 0.0005 125 9446 -19 2302.4533005945405 2307.102684804242 50 GTEX 1 50 100 0.0 0.0005 125 9446 -20 2300.4776338613738 2319.5244744014376 50 GTEX 1 50 100 0.0 0.0005 125 9446 -21 2298.4964586586134 2303.244491983276 50 GTEX 1 50 100 0.0 0.0005 125 9446 -22 2296.785600381176 2301.285384609672 50 GTEX 1 50 100 0.0 0.0005 125 9446 -23 2295.7332816925323 2298.3426973176092 50 GTEX 1 50 100 0.0 0.0005 125 9446 -24 2293.8314438373923 2304.6586524180134 50 GTEX 1 50 100 0.0 0.0005 125 9446 -25 2292.8074000991105 2297.099590809173 50 GTEX 1 50 100 0.0 0.0005 125 9446 -26 2290.79312141848 2293.2298013085197 50 GTEX 1 50 100 0.0 0.0005 125 9446 -27 2290.2346331696203 2292.3251493620783 50 GTEX 1 50 100 0.0 0.0005 125 9446 -28 2287.666506381955 2290.862928499287 50 GTEX 1 50 100 0.0 0.0005 125 9446 -29 2286.971071411919 2288.1279747096305 50 GTEX 1 50 100 0.0 0.0005 125 9446 -30 2285.2940952216004 2295.1445052578424 50 GTEX 1 50 100 0.0 0.0005 125 9446 -31 2284.8035354203253 2289.161695357058 50 GTEX 1 50 100 0.0 0.0005 125 9446 -32 2283.245088691103 2295.3910770778875 50 GTEX 1 50 100 0.0 0.0005 125 9446 -33 2282.8510035580007 2289.4240416320104 50 GTEX 1 50 100 0.0 0.0005 125 9446 -34 2281.7409172311964 2288.020194978315 50 GTEX 1 50 100 0.0 0.0005 125 9446 -35 2280.517527037794 2284.4549458434826 50 GTEX 1 50 100 0.0 0.0005 125 9446 -36 2279.8316251827896 2282.125955211799 50 GTEX 1 50 100 0.0 0.0005 125 9446 -37 2279.3168783360125 2283.1369707811014 50 GTEX 1 50 100 0.0 0.0005 125 9446 -38 2278.4794349626086 2283.3078395132784 50 GTEX 1 50 100 0.0 0.0005 125 9446 -39 2277.672903732827 2281.1306635055253 50 GTEX 1 50 100 0.0 0.0005 125 9446 -40 2276.7746310735233 2280.2213821701225 50 GTEX 1 50 100 0.0 0.0005 125 9446 -41 2275.955833137684 2290.9717887617335 50 GTEX 1 50 100 0.0 0.0005 125 9446 -42 2276.5130193719797 2279.4016990516575 50 GTEX 1 50 100 0.0 0.0005 125 9446 -43 2275.4271286267017 2281.399846646269 50 GTEX 1 50 100 0.0 0.0005 125 9446 -44 2274.2566020091585 2279.8289140476472 50 GTEX 1 50 100 0.0 0.0005 125 9446 -45 2273.7207050849333 2277.1936025873338 50 GTEX 1 50 100 0.0 0.0005 125 9446 -46 2273.1628588947133 2276.7447751121376 50 GTEX 1 50 100 0.0 0.0005 125 9446 -47 2272.562112526366 2276.4805889637296 50 GTEX 1 50 100 0.0 0.0005 125 9446 -48 2271.7776093467355 2280.706408366504 50 GTEX 1 50 100 0.0 0.0005 125 9446 -49 2271.5980194565664 2276.682190637625 50 GTEX 1 50 100 0.0 0.0005 125 9446 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index 1cae36a88..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0005lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3134.892907187467 2769.119311894754 50 GTEX 1 50 100 1.0 0.0005 125 5583 -1 2509.2638358388845 2477.0540228433933 50 GTEX 1 50 100 1.0 0.0005 125 5583 -2 2439.136149492563 2471.884532623871 50 GTEX 1 50 100 1.0 0.0005 125 5583 -3 2407.961549257041 2395.7987241563687 50 GTEX 1 50 100 1.0 0.0005 125 5583 -4 2384.745302555918 2383.4182811200394 50 GTEX 1 50 100 1.0 0.0005 125 5583 -5 2370.020017932357 2375.206882723384 50 GTEX 1 50 100 1.0 0.0005 125 5583 -6 2359.7098542758727 2360.858713592413 50 GTEX 1 50 100 1.0 0.0005 125 5583 -7 2349.0249393245945 2357.4722310925617 50 GTEX 1 50 100 1.0 0.0005 125 5583 -8 2342.2329607792612 2343.7161879158743 50 GTEX 1 50 100 1.0 0.0005 125 5583 -9 2334.579743156945 2336.0232984883705 50 GTEX 1 50 100 1.0 0.0005 125 5583 -10 2328.9807853823645 2334.5479360370127 50 GTEX 1 50 100 1.0 0.0005 125 5583 -11 2326.180112728136 2328.91441664315 50 GTEX 1 50 100 1.0 0.0005 125 5583 -12 2321.338973926493 2330.953024744534 50 GTEX 1 50 100 1.0 0.0005 125 5583 -13 2316.9894568230843 2326.8478878586916 50 GTEX 1 50 100 1.0 0.0005 125 5583 -14 2315.0059728963934 2320.3321277923005 50 GTEX 1 50 100 1.0 0.0005 125 5583 -15 2311.550145509566 2325.531511081942 50 GTEX 1 50 100 1.0 0.0005 125 5583 -16 2309.3030982520695 2317.2280106345056 50 GTEX 1 50 100 1.0 0.0005 125 5583 -17 2305.9336732304487 2312.6040076194154 50 GTEX 1 50 100 1.0 0.0005 125 5583 -18 2305.4611508232547 2310.4623276162965 50 GTEX 1 50 100 1.0 0.0005 125 5583 -19 2301.9366807221386 2305.92516045516 50 GTEX 1 50 100 1.0 0.0005 125 5583 -20 2300.1400745166598 2309.5466313235206 50 GTEX 1 50 100 1.0 0.0005 125 5583 -21 2298.006804475415 2312.555073205056 50 GTEX 1 50 100 1.0 0.0005 125 5583 -22 2296.246464280527 2304.258872144576 50 GTEX 1 50 100 1.0 0.0005 125 5583 -23 2295.0472090138774 2300.2740831266337 50 GTEX 1 50 100 1.0 0.0005 125 5583 -24 2292.9078139235303 2297.9386587396775 50 GTEX 1 50 100 1.0 0.0005 125 5583 -25 2291.447957455627 2299.4894003052223 50 GTEX 1 50 100 1.0 0.0005 125 5583 -26 2290.0758078689873 2296.709385396863 50 GTEX 1 50 100 1.0 0.0005 125 5583 -27 2289.152511169556 2295.9767418923034 50 GTEX 1 50 100 1.0 0.0005 125 5583 -28 2287.6364938992438 2295.864357835893 50 GTEX 1 50 100 1.0 0.0005 125 5583 -29 2287.103454299722 2294.8217012238592 50 GTEX 1 50 100 1.0 0.0005 125 5583 -30 2284.8917722056303 2291.879257608276 50 GTEX 1 50 100 1.0 0.0005 125 5583 -31 2284.424102051452 2291.8723655091494 50 GTEX 1 50 100 1.0 0.0005 125 5583 -32 2282.99945758849 2291.356705234078 50 GTEX 1 50 100 1.0 0.0005 125 5583 -33 2282.0755328852033 2292.0304586316242 50 GTEX 1 50 100 1.0 0.0005 125 5583 -34 2281.130626117162 2289.318665247 50 GTEX 1 50 100 1.0 0.0005 125 5583 -35 2280.644919471503 2292.706261928544 50 GTEX 1 50 100 1.0 0.0005 125 5583 -36 2279.225678363823 2286.65640131149 50 GTEX 1 50 100 1.0 0.0005 125 5583 -37 2278.8579692637086 2286.5016862412367 50 GTEX 1 50 100 1.0 0.0005 125 5583 -38 2278.0651049833054 2284.5150455141247 50 GTEX 1 50 100 1.0 0.0005 125 5583 -39 2277.165951901383 2285.0422655693023 50 GTEX 1 50 100 1.0 0.0005 125 5583 -40 2276.55650097976 2285.0076235927104 50 GTEX 1 50 100 1.0 0.0005 125 5583 -41 2275.6901879194256 2284.744780681886 50 GTEX 1 50 100 1.0 0.0005 125 5583 -42 2275.3990878883556 2282.765987497772 50 GTEX 1 50 100 1.0 0.0005 125 5583 -43 2274.4137646933095 2282.4677488377793 50 GTEX 1 50 100 1.0 0.0005 125 5583 -44 2274.0842288250883 2281.039825091344 50 GTEX 1 50 100 1.0 0.0005 125 5583 -45 2273.1773759135353 2281.9537980112286 50 GTEX 1 50 100 1.0 0.0005 125 5583 -46 2272.849248386253 2282.367903676776 50 GTEX 1 50 100 1.0 0.0005 125 5583 -47 2272.186061692714 2278.5462159131416 50 GTEX 1 50 100 1.0 0.0005 125 5583 -48 2272.176715777091 2280.478066796132 50 GTEX 1 50 100 1.0 0.0005 125 5583 -49 2271.4828055577104 2285.9476174474216 50 GTEX 1 50 100 1.0 0.0005 125 5583 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index e363277e2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2915.065661165925 2830.0750077976472 100 GTEX 1 100 100 0.5 0.0015 125 1457 -1 2452.9503774831323 2444.869344849097 100 GTEX 1 100 100 0.5 0.0015 125 1457 -2 2402.124211539509 2393.20442460789 100 GTEX 1 100 100 0.5 0.0015 125 1457 -3 2375.1226839263195 2493.1132821782912 100 GTEX 1 100 100 0.5 0.0015 125 1457 -4 2356.5073702256027 2366.8362336249406 100 GTEX 1 100 100 0.5 0.0015 125 1457 -5 2345.3992793170933 2342.1185585863236 100 GTEX 1 100 100 0.5 0.0015 125 1457 -6 2334.519110792754 2331.4850136644486 100 GTEX 1 100 100 0.5 0.0015 125 1457 -7 2329.0609667648973 2322.7413613206986 100 GTEX 1 100 100 0.5 0.0015 125 1457 -8 2323.554927566027 2318.5692923078063 100 GTEX 1 100 100 0.5 0.0015 125 1457 -9 2319.0944238043994 2321.255238348087 100 GTEX 1 100 100 0.5 0.0015 125 1457 -10 2315.3337913989467 2313.7065838135695 100 GTEX 1 100 100 0.5 0.0015 125 1457 -11 2311.6889649984814 2308.533769382723 100 GTEX 1 100 100 0.5 0.0015 125 1457 -12 2307.5249954921537 2306.34317260278 100 GTEX 1 100 100 0.5 0.0015 125 1457 -13 2304.4705050170164 2301.3982629812263 100 GTEX 1 100 100 0.5 0.0015 125 1457 -14 2302.537549818407 2298.2866591536954 100 GTEX 1 100 100 0.5 0.0015 125 1457 -15 2300.159028360027 2306.8845623291945 100 GTEX 1 100 100 0.5 0.0015 125 1457 -16 2298.593770888762 2293.9838560851354 100 GTEX 1 100 100 0.5 0.0015 125 1457 -17 2297.4092096796353 2295.5921691198314 100 GTEX 1 100 100 0.5 0.0015 125 1457 -18 2295.529790932895 2296.9736532349098 100 GTEX 1 100 100 0.5 0.0015 125 1457 -19 2294.5204158761603 2290.3195448030538 100 GTEX 1 100 100 0.5 0.0015 125 1457 -20 2292.555442822147 2289.3150815782437 100 GTEX 1 100 100 0.5 0.0015 125 1457 -21 2290.5989475365086 2291.490531428232 100 GTEX 1 100 100 0.5 0.0015 125 1457 -22 2289.43423010936 2290.376676494178 100 GTEX 1 100 100 0.5 0.0015 125 1457 -23 2288.1682853823645 2284.059626009981 100 GTEX 1 100 100 0.5 0.0015 125 1457 -24 2287.30548735905 2284.8689661062263 100 GTEX 1 100 100 0.5 0.0015 125 1457 -25 2286.0678855611513 2282.0685524596006 100 GTEX 1 100 100 0.5 0.0015 125 1457 -26 2284.6234707105523 2281.920056477246 100 GTEX 1 100 100 0.5 0.0015 125 1457 -27 2284.311277259576 2280.2365239944747 100 GTEX 1 100 100 0.5 0.0015 125 1457 -28 2282.6090865545693 2287.102372898348 100 GTEX 1 100 100 0.5 0.0015 125 1457 -29 2282.9828530087243 2278.923362122742 100 GTEX 1 100 100 0.5 0.0015 125 1457 -30 2281.576139226639 2278.935180199917 100 GTEX 1 100 100 0.5 0.0015 125 1457 -31 2280.5142688293877 2276.6601126203063 100 GTEX 1 100 100 0.5 0.0015 125 1457 -32 2279.184083552777 2274.8675736692016 100 GTEX 1 100 100 0.5 0.0015 125 1457 -33 2279.459577100058 2275.423027009565 100 GTEX 1 100 100 0.5 0.0015 125 1457 -34 2278.8481926011905 2278.2114666260695 100 GTEX 1 100 100 0.5 0.0015 125 1457 -35 2277.9354213361216 2275.4158420345175 100 GTEX 1 100 100 0.5 0.0015 125 1457 -36 2277.4644721105633 2274.6107878594344 100 GTEX 1 100 100 0.5 0.0015 125 1457 -37 2276.6435239990724 2273.456147516635 100 GTEX 1 100 100 0.5 0.0015 125 1457 -38 2275.8316494756455 2272.1445730231108 100 GTEX 1 100 100 0.5 0.0015 125 1457 -39 2275.0079444602384 2272.683726495663 100 GTEX 1 100 100 0.5 0.0015 125 1457 -40 2274.5633562587063 2273.057593051925 100 GTEX 1 100 100 0.5 0.0015 125 1457 -41 2273.607873149617 2274.051535022576 100 GTEX 1 100 100 0.5 0.0015 125 1457 -42 2273.376284684628 2270.023360451818 100 GTEX 1 100 100 0.5 0.0015 125 1457 -43 2273.2001062644827 2275.2763281992634 100 GTEX 1 100 100 0.5 0.0015 125 1457 -44 2272.0885994245223 2268.461428566124 100 GTEX 1 100 100 0.5 0.0015 125 1457 -45 2271.6642055493344 2268.952647858246 100 GTEX 1 100 100 0.5 0.0015 125 1457 -46 2271.3481276655093 2269.8362438361455 100 GTEX 1 100 100 0.5 0.0015 125 1457 -47 2271.03074869551 2269.845270541231 100 GTEX 1 100 100 0.5 0.0015 125 1457 -48 2270.7834601857107 2280.967940529943 100 GTEX 1 100 100 0.5 0.0015 125 1457 -49 2269.7871801389038 2269.5086126871433 100 GTEX 1 100 100 0.5 0.0015 125 1457 -50 2269.7620771856764 2268.575590764615 100 GTEX 1 100 100 0.5 0.0015 125 1457 -51 2269.88573759713 2267.4653051108007 100 GTEX 1 100 100 0.5 0.0015 125 1457 -52 2269.392395825425 2271.6624909027446 100 GTEX 1 100 100 0.5 0.0015 125 1457 -53 2269.150131398047 2265.693934915637 100 GTEX 1 100 100 0.5 0.0015 125 1457 -54 2268.7368502924633 2267.5512500371315 100 GTEX 1 100 100 0.5 0.0015 125 1457 -55 2269.3725324183265 2267.4894611083055 100 GTEX 1 100 100 0.5 0.0015 125 1457 -56 2267.5505494879003 2270.558328258674 100 GTEX 1 100 100 0.5 0.0015 125 1457 -57 2267.71468319021 2265.186321998277 100 GTEX 1 100 100 0.5 0.0015 125 1457 -58 2266.920347232079 2268.450163750594 100 GTEX 1 100 100 0.5 0.0015 125 1457 -59 2266.8540929800556 2267.836127799727 100 GTEX 1 100 100 0.5 0.0015 125 1457 -60 2267.749772983002 2263.6181519947127 100 GTEX 1 100 100 0.5 0.0015 125 1457 -61 2266.9047556798864 2267.9727945654113 100 GTEX 1 100 100 0.5 0.0015 125 1457 -62 2266.9748899806978 2264.7632123707817 100 GTEX 1 100 100 0.5 0.0015 125 1457 -63 2267.0708698431063 2275.9430586086028 100 GTEX 1 100 100 0.5 0.0015 125 1457 -64 2266.8269770465004 2264.3852743286598 100 GTEX 1 100 100 0.5 0.0015 125 1457 -65 2265.790763618854 2262.984974676212 100 GTEX 1 100 100 0.5 0.0015 125 1457 -66 2265.1790856973566 2264.0469047053234 100 GTEX 1 100 100 0.5 0.0015 125 1457 -67 2265.2650811701174 2261.0526981716375 100 GTEX 1 100 100 0.5 0.0015 125 1457 -68 2265.614069839434 2267.1383126262476 100 GTEX 1 100 100 0.5 0.0015 125 1457 -69 2265.0095016787345 2264.3945015446766 100 GTEX 1 100 100 0.5 0.0015 125 1457 -70 2264.8173446711685 2264.016891189401 100 GTEX 1 100 100 0.5 0.0015 125 1457 -71 2264.371979227184 2264.4760445134266 100 GTEX 1 100 100 0.5 0.0015 125 1457 -72 2263.744642703148 2261.7180556380704 100 GTEX 1 100 100 0.5 0.0015 125 1457 -73 2264.375811025511 2268.5767334912666 100 GTEX 1 100 100 0.5 0.0015 125 1457 -74 2264.217408451521 2268.111657668429 100 GTEX 1 100 100 0.5 0.0015 125 1457 -75 2263.44550498607 2260.5146540072483 100 GTEX 1 100 100 0.5 0.0015 125 1457 -76 2263.110329848503 2259.749495937797 100 GTEX 1 100 100 0.5 0.0015 125 1457 -77 2262.7860764386323 2261.663906547053 100 GTEX 1 100 100 0.5 0.0015 125 1457 -78 2262.7165679496457 2262.695166758258 100 GTEX 1 100 100 0.5 0.0015 125 1457 -79 2262.9045574687484 2260.4556833709603 100 GTEX 1 100 100 0.5 0.0015 125 1457 -80 2263.0250205070906 2260.58260864722 100 GTEX 1 100 100 0.5 0.0015 125 1457 -81 2262.310239810204 2261.0308536195935 100 GTEX 1 100 100 0.5 0.0015 125 1457 -82 2262.8397173858866 2261.127178699798 100 GTEX 1 100 100 0.5 0.0015 125 1457 -83 2262.694810782892 2260.6597728656725 100 GTEX 1 100 100 0.5 0.0015 125 1457 -84 2262.0567904567347 2258.564797521091 100 GTEX 1 100 100 0.5 0.0015 125 1457 -85 2261.831545573398 2265.8618674622744 100 GTEX 1 100 100 0.5 0.0015 125 1457 -86 2262.283444145205 2271.552169045568 100 GTEX 1 100 100 0.5 0.0015 125 1457 -87 2262.3579756334916 2258.4290256282675 100 GTEX 1 100 100 0.5 0.0015 125 1457 -88 2261.410964412977 2259.46371587601 100 GTEX 1 100 100 0.5 0.0015 125 1457 -89 2261.2879440486527 2259.001831518833 100 GTEX 1 100 100 0.5 0.0015 125 1457 -90 2261.351793540019 2260.6398461635576 100 GTEX 1 100 100 0.5 0.0015 125 1457 -91 2261.4804423940564 2259.9790085477066 100 GTEX 1 100 100 0.5 0.0015 125 1457 -92 2261.3684008017985 2259.262440032379 100 GTEX 1 100 100 0.5 0.0015 125 1457 -93 2260.990889379514 2262.426847856761 100 GTEX 1 100 100 0.5 0.0015 125 1457 -94 2261.8403594445263 2262.521083353137 100 GTEX 1 100 100 0.5 0.0015 125 1457 -95 2260.4916045488194 2258.7158193842088 100 GTEX 1 100 100 0.5 0.0015 125 1457 -96 2260.461365178053 2261.01937993851 100 GTEX 1 100 100 0.5 0.0015 125 1457 -97 2260.5165057320824 2257.7678055563806 100 GTEX 1 100 100 0.5 0.0015 125 1457 -98 2261.626650083225 2261.315418548004 100 GTEX 1 100 100 0.5 0.0015 125 1457 -99 2260.666003169109 2264.642785133971 100 GTEX 1 100 100 0.5 0.0015 125 1457 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 4cecf87f1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2917.2688945038108 2911.2386757738236 100 GTEX 1 100 100 0.0 0.0015 125 7903 -1 2453.957304325428 2463.3224531398528 100 GTEX 1 100 100 0.0 0.0015 125 7903 -2 2400.9853888785965 2388.0896942950926 100 GTEX 1 100 100 0.0 0.0015 125 7903 -3 2374.3072642963716 2370.5092364989305 100 GTEX 1 100 100 0.0 0.0015 125 7903 -4 2356.8798009079237 2352.044799340542 100 GTEX 1 100 100 0.0 0.0015 125 7903 -5 2344.9236867519244 2335.59693403933 100 GTEX 1 100 100 0.0 0.0015 125 7903 -6 2333.9524351550945 2328.0589112256416 100 GTEX 1 100 100 0.0 0.0015 125 7903 -7 2328.945292978034 2331.1118544661954 100 GTEX 1 100 100 0.0 0.0015 125 7903 -8 2324.467388387994 2318.648647293845 100 GTEX 1 100 100 0.0 0.0015 125 7903 -9 2319.2839170306643 2313.308047914686 100 GTEX 1 100 100 0.0 0.0015 125 7903 -10 2315.5261707041977 2318.0449255881654 100 GTEX 1 100 100 0.0 0.0015 125 7903 -11 2311.9668923959543 2306.610861194451 100 GTEX 1 100 100 0.0 0.0015 125 7903 -12 2308.0235565401526 2304.8572287903994 100 GTEX 1 100 100 0.0 0.0015 125 7903 -13 2306.381491608185 2298.083116422588 100 GTEX 1 100 100 0.0 0.0015 125 7903 -14 2303.635965207266 2297.8141495737286 100 GTEX 1 100 100 0.0 0.0015 125 7903 -15 2301.4524513245433 2294.133531925796 100 GTEX 1 100 100 0.0 0.0015 125 7903 -16 2299.6595801585854 2293.2646530789566 100 GTEX 1 100 100 0.0 0.0015 125 7903 -17 2297.2450171019645 2292.0875815039803 100 GTEX 1 100 100 0.0 0.0015 125 7903 -18 2295.371731656676 2290.8343334125475 100 GTEX 1 100 100 0.0 0.0015 125 7903 -19 2293.521676216355 2288.64352034072 100 GTEX 1 100 100 0.0 0.0015 125 7903 -20 2292.4152802374365 2287.542950184173 100 GTEX 1 100 100 0.0 0.0015 125 7903 -21 2290.885576289471 2286.2123884193797 100 GTEX 1 100 100 0.0 0.0015 125 7903 -22 2290.1506272353554 2285.002101651616 100 GTEX 1 100 100 0.0 0.0015 125 7903 -23 2288.0284727488825 2284.6873533299668 100 GTEX 1 100 100 0.0 0.0015 125 7903 -24 2287.2653703892056 2283.691972507723 100 GTEX 1 100 100 0.0 0.0015 125 7903 -25 2286.525108317255 2283.938147019071 100 GTEX 1 100 100 0.0 0.0015 125 7903 -26 2284.56207686074 2285.460858595235 100 GTEX 1 100 100 0.0 0.0015 125 7903 -27 2284.1068613598964 2287.08417003327 100 GTEX 1 100 100 0.0 0.0015 125 7903 -28 2283.355471406225 2282.2731794350047 100 GTEX 1 100 100 0.0 0.0015 125 7903 -29 2282.5517698557737 2277.638249502436 100 GTEX 1 100 100 0.0 0.0015 125 7903 -30 2281.7228915709256 2276.1694270957105 100 GTEX 1 100 100 0.0 0.0015 125 7903 -31 2281.184511849756 2278.4466139644724 100 GTEX 1 100 100 0.0 0.0015 125 7903 -32 2279.901243221726 2274.8992989543726 100 GTEX 1 100 100 0.0 0.0015 125 7903 -33 2279.0367149642343 2274.590844448075 100 GTEX 1 100 100 0.0 0.0015 125 7903 -34 2277.9233512680976 2273.479056818857 100 GTEX 1 100 100 0.0 0.0015 125 7903 -35 2278.3542639068605 2274.5522191733007 100 GTEX 1 100 100 0.0 0.0015 125 7903 -36 2276.940634887347 2276.4884047127493 100 GTEX 1 100 100 0.0 0.0015 125 7903 -37 2276.2029351443666 2271.7419424310838 100 GTEX 1 100 100 0.0 0.0015 125 7903 -38 2276.62877119513 2272.0587998306796 100 GTEX 1 100 100 0.0 0.0015 125 7903 -39 2274.7053366814494 2272.1747981894605 100 GTEX 1 100 100 0.0 0.0015 125 7903 -40 2274.2006094257517 2272.8198409279944 100 GTEX 1 100 100 0.0 0.0015 125 7903 -41 2274.637608404936 2273.198727683876 100 GTEX 1 100 100 0.0 0.0015 125 7903 -42 2274.124037698593 2270.11422346572 100 GTEX 1 100 100 0.0 0.0015 125 7903 -43 2273.6017128475064 2267.55584972077 100 GTEX 1 100 100 0.0 0.0015 125 7903 -44 2272.4175553072514 2267.815288587215 100 GTEX 1 100 100 0.0 0.0015 125 7903 -45 2272.1629263576765 2268.485765580442 100 GTEX 1 100 100 0.0 0.0015 125 7903 -46 2271.8907384440276 2268.1665958070935 100 GTEX 1 100 100 0.0 0.0015 125 7903 -47 2271.562787826504 2268.153408500178 100 GTEX 1 100 100 0.0 0.0015 125 7903 -48 2271.1969184073623 2267.1346792939044 100 GTEX 1 100 100 0.0 0.0015 125 7903 -49 2270.4516824118073 2266.5929238206986 100 GTEX 1 100 100 0.0 0.0015 125 7903 -50 2270.5801055898532 2270.145186623693 100 GTEX 1 100 100 0.0 0.0015 125 7903 -51 2270.15258724591 2267.288952033329 100 GTEX 1 100 100 0.0 0.0015 125 7903 -52 2269.246648178995 2266.46576554331 100 GTEX 1 100 100 0.0 0.0015 125 7903 -53 2269.9380156945263 2265.246706422291 100 GTEX 1 100 100 0.0 0.0015 125 7903 -54 2268.941345646803 2264.5797160913735 100 GTEX 1 100 100 0.0 0.0015 125 7903 -55 2268.710511756092 2267.8988951476354 100 GTEX 1 100 100 0.0 0.0015 125 7903 -56 2268.635793274706 2266.7822274907912 100 GTEX 1 100 100 0.0 0.0015 125 7903 -57 2268.27864308255 2264.040907014912 100 GTEX 1 100 100 0.0 0.0015 125 7903 -58 2268.6768470152488 2266.789075496079 100 GTEX 1 100 100 0.0 0.0015 125 7903 -59 2266.8196952499884 2262.77594759981 100 GTEX 1 100 100 0.0 0.0015 125 7903 -60 2266.9466392458257 2265.8239625415877 100 GTEX 1 100 100 0.0 0.0015 125 7903 -61 2266.513964033988 2263.631233476414 100 GTEX 1 100 100 0.0 0.0015 125 7903 -62 2266.001804763215 2264.1815431544082 100 GTEX 1 100 100 0.0 0.0015 125 7903 -63 2267.274447407153 2266.9107976993228 100 GTEX 1 100 100 0.0 0.0015 125 7903 -64 2266.5138318932295 2264.103448788023 100 GTEX 1 100 100 0.0 0.0015 125 7903 -65 2265.9649611654713 2262.6950033789803 100 GTEX 1 100 100 0.0 0.0015 125 7903 -66 2266.105902178909 2261.6188147947364 100 GTEX 1 100 100 0.0 0.0015 125 7903 -67 2265.0422978855004 2265.632857057985 100 GTEX 1 100 100 0.0 0.0015 125 7903 -68 2264.728859748006 2259.590074894546 100 GTEX 1 100 100 0.0 0.0015 125 7903 -69 2264.828348793424 2260.6397245573908 100 GTEX 1 100 100 0.0 0.0015 125 7903 -70 2264.4276285128194 2259.8599477557627 100 GTEX 1 100 100 0.0 0.0015 125 7903 -71 2264.7335039386403 2268.401808125891 100 GTEX 1 100 100 0.0 0.0015 125 7903 -72 2264.1988673288215 2260.5758971007604 100 GTEX 1 100 100 0.0 0.0015 125 7903 -73 2264.7174745476887 2268.0966286314756 100 GTEX 1 100 100 0.0 0.0015 125 7903 -74 2264.3296892587823 2269.994074716314 100 GTEX 1 100 100 0.0 0.0015 125 7903 -75 2264.453596699184 2261.6342123633553 100 GTEX 1 100 100 0.0 0.0015 125 7903 -76 2263.26668266763 2259.0730472463165 100 GTEX 1 100 100 0.0 0.0015 125 7903 -77 2263.129612831703 2264.226426969463 100 GTEX 1 100 100 0.0 0.0015 125 7903 -78 2264.857726231993 2259.1613407497625 100 GTEX 1 100 100 0.0 0.0015 125 7903 -79 2263.23777535514 2258.767102839829 100 GTEX 1 100 100 0.0 0.0015 125 7903 -80 2262.258170652002 2265.5330954432034 100 GTEX 1 100 100 0.0 0.0015 125 7903 -81 2263.1047231243647 2260.4795042552873 100 GTEX 1 100 100 0.0 0.0015 125 7903 -82 2262.565356009485 2260.7631910200807 100 GTEX 1 100 100 0.0 0.0015 125 7903 -83 2263.54754769549 2260.49365234375 100 GTEX 1 100 100 0.0 0.0015 125 7903 -84 2262.3780984222744 2261.3272431232176 100 GTEX 1 100 100 0.0 0.0015 125 7903 -85 2261.8939185645695 2258.0197809603733 100 GTEX 1 100 100 0.0 0.0015 125 7903 -86 2261.8613873614017 2258.3950074634627 100 GTEX 1 100 100 0.0 0.0015 125 7903 -87 2261.5402407550982 2259.0539819985743 100 GTEX 1 100 100 0.0 0.0015 125 7903 -88 2261.464817239325 2257.309669639674 100 GTEX 1 100 100 0.0 0.0015 125 7903 -89 2261.5534923533723 2256.723645808579 100 GTEX 1 100 100 0.0 0.0015 125 7903 -90 2260.962958449004 2260.5430383718513 100 GTEX 1 100 100 0.0 0.0015 125 7903 -91 2261.3112018021484 2258.140649135575 100 GTEX 1 100 100 0.0 0.0015 125 7903 -92 2261.1923042862295 2259.7292285527565 100 GTEX 1 100 100 0.0 0.0015 125 7903 -93 2261.4944022245036 2261.339921726473 100 GTEX 1 100 100 0.0 0.0015 125 7903 -94 2261.2827058435305 2265.2829840482414 100 GTEX 1 100 100 0.0 0.0015 125 7903 -95 2261.839213605691 2259.965640223978 100 GTEX 1 100 100 0.0 0.0015 125 7903 -96 2261.234087405593 2258.763459296281 100 GTEX 1 100 100 0.0 0.0015 125 7903 -97 2260.651620612019 2257.269533106583 100 GTEX 1 100 100 0.0 0.0015 125 7903 -98 2261.1816045983333 2258.9895650769367 100 GTEX 1 100 100 0.0 0.0015 125 7903 -99 2260.6553011344504 2259.292966893417 100 GTEX 1 100 100 0.0 0.0015 125 7903 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index 6d5bf3a33..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2922.4778037308465 3032.5439815158625 100 GTEX 1 100 100 1.0 0.0015 125 891 -1 2452.1771948776013 2582.178524350939 100 GTEX 1 100 100 1.0 0.0015 125 891 -2 2402.4605444818185 2416.2365676241684 100 GTEX 1 100 100 1.0 0.0015 125 891 -3 2374.8717039339367 2449.308926078303 100 GTEX 1 100 100 1.0 0.0015 125 891 -4 2358.088750081492 2327.952605156844 100 GTEX 1 100 100 1.0 0.0015 125 891 -5 2344.100477341728 2321.728569465898 100 GTEX 1 100 100 1.0 0.0015 125 891 -6 2335.6599611850706 2314.8464958858126 100 GTEX 1 100 100 1.0 0.0015 125 891 -7 2329.061535016579 2305.0270262743584 100 GTEX 1 100 100 1.0 0.0015 125 891 -8 2325.0868899243756 2312.7602028502256 100 GTEX 1 100 100 1.0 0.0015 125 891 -9 2320.582656752362 2295.2252796013545 100 GTEX 1 100 100 1.0 0.0015 125 891 -10 2316.6045870379508 2318.871866088403 100 GTEX 1 100 100 1.0 0.0015 125 891 -11 2313.5685107282616 2292.125910653814 100 GTEX 1 100 100 1.0 0.0015 125 891 -12 2309.5055648434613 2288.9363554167658 100 GTEX 1 100 100 1.0 0.0015 125 891 -13 2307.216770364325 2286.175088744653 100 GTEX 1 100 100 1.0 0.0015 125 891 -14 2304.816731057349 2297.4608242484555 100 GTEX 1 100 100 1.0 0.0015 125 891 -15 2302.6072384665154 2279.4239543726235 100 GTEX 1 100 100 1.0 0.0015 125 891 -16 2300.1287199789813 2279.4509017422174 100 GTEX 1 100 100 1.0 0.0015 125 891 -17 2298.2569506709574 2277.28702025903 100 GTEX 1 100 100 1.0 0.0015 125 891 -18 2296.7568170860372 2279.033515959185 100 GTEX 1 100 100 1.0 0.0015 125 891 -19 2295.2883388720356 2276.714909658686 100 GTEX 1 100 100 1.0 0.0015 125 891 -20 2293.0141782598434 2274.7694588432746 100 GTEX 1 100 100 1.0 0.0015 125 891 -21 2292.5679502389467 2269.6793950882247 100 GTEX 1 100 100 1.0 0.0015 125 891 -22 2291.0398833767545 2272.7362668577707 100 GTEX 1 100 100 1.0 0.0015 125 891 -23 2289.7266732104367 2289.947791037904 100 GTEX 1 100 100 1.0 0.0015 125 891 -24 2288.5409958193595 2266.2658097299786 100 GTEX 1 100 100 1.0 0.0015 125 891 -25 2288.3510550578244 2265.797238890209 100 GTEX 1 100 100 1.0 0.0015 125 891 -26 2286.849889464926 2268.9963982295626 100 GTEX 1 100 100 1.0 0.0015 125 891 -27 2285.934030944044 2266.382645407557 100 GTEX 1 100 100 1.0 0.0015 125 891 -28 2285.2488534390845 2264.3331136377137 100 GTEX 1 100 100 1.0 0.0015 125 891 -29 2284.1616295008316 2274.065193901497 100 GTEX 1 100 100 1.0 0.0015 125 891 -30 2282.812968578764 2260.793179472136 100 GTEX 1 100 100 1.0 0.0015 125 891 -31 2282.4331620747153 2281.877701327828 100 GTEX 1 100 100 1.0 0.0015 125 891 -32 2282.201317528982 2261.18125538409 100 GTEX 1 100 100 1.0 0.0015 125 891 -33 2280.2545303082006 2266.8908682123338 100 GTEX 1 100 100 1.0 0.0015 125 891 -34 2279.7075090095036 2257.781205442015 100 GTEX 1 100 100 1.0 0.0015 125 891 -35 2279.793654417153 2263.322975767883 100 GTEX 1 100 100 1.0 0.0015 125 891 -36 2278.7020837081277 2262.8584931232176 100 GTEX 1 100 100 1.0 0.0015 125 891 -37 2278.1216633169 2262.149995172885 100 GTEX 1 100 100 1.0 0.0015 125 891 -38 2278.4690573484704 2259.048117053826 100 GTEX 1 100 100 1.0 0.0015 125 891 -39 2276.3453423425617 2255.4001539107057 100 GTEX 1 100 100 1.0 0.0015 125 891 -40 2276.1209311786997 2256.8302591418133 100 GTEX 1 100 100 1.0 0.0015 125 891 -41 2275.8088015544954 2264.2033078733957 100 GTEX 1 100 100 1.0 0.0015 125 891 -42 2275.0699149172374 2255.7363188420863 100 GTEX 1 100 100 1.0 0.0015 125 891 -43 2274.0029544703393 2266.117267333056 100 GTEX 1 100 100 1.0 0.0015 125 891 -44 2274.8399833436624 2257.869541646863 100 GTEX 1 100 100 1.0 0.0015 125 891 -45 2273.966362027718 2254.21452070461 100 GTEX 1 100 100 1.0 0.0015 125 891 -46 2273.47976889912 2252.597522576046 100 GTEX 1 100 100 1.0 0.0015 125 891 -47 2273.3722949569474 2253.645661908864 100 GTEX 1 100 100 1.0 0.0015 125 891 -48 2272.7629136645305 2252.388504782557 100 GTEX 1 100 100 1.0 0.0015 125 891 -49 2272.905599456913 2253.899803944867 100 GTEX 1 100 100 1.0 0.0015 125 891 -50 2272.106148821028 2250.044186668251 100 GTEX 1 100 100 1.0 0.0015 125 891 -51 2271.5327929831915 2250.487892295924 100 GTEX 1 100 100 1.0 0.0015 125 891 -52 2270.799918544145 2252.383152254634 100 GTEX 1 100 100 1.0 0.0015 125 891 -53 2270.544525581667 2249.8529326580324 100 GTEX 1 100 100 1.0 0.0015 125 891 -54 2269.8873987178736 2249.500235786003 100 GTEX 1 100 100 1.0 0.0015 125 891 -55 2269.8394085416776 2252.236829402329 100 GTEX 1 100 100 1.0 0.0015 125 891 -56 2270.374256953224 2252.0309362375237 100 GTEX 1 100 100 1.0 0.0015 125 891 -57 2269.0129708378445 2249.6233262906962 100 GTEX 1 100 100 1.0 0.0015 125 891 -58 2268.79598137362 2250.7207653205205 100 GTEX 1 100 100 1.0 0.0015 125 891 -59 2269.0752484627933 2248.414340987405 100 GTEX 1 100 100 1.0 0.0015 125 891 -60 2268.3253423074893 2247.462989952174 100 GTEX 1 100 100 1.0 0.0015 125 891 -61 2267.4092999397167 2248.591708687322 100 GTEX 1 100 100 1.0 0.0015 125 891 -62 2267.7115488960007 2253.7485787859437 100 GTEX 1 100 100 1.0 0.0015 125 891 -63 2269.2016720963693 2256.639317037488 100 GTEX 1 100 100 1.0 0.0015 125 891 -64 2267.51842476456 2248.844952137298 100 GTEX 1 100 100 1.0 0.0015 125 891 -65 2267.4229274067566 2248.0284799786123 100 GTEX 1 100 100 1.0 0.0015 125 891 -66 2266.9206717557536 2246.691584481939 100 GTEX 1 100 100 1.0 0.0015 125 891 -67 2266.23638225526 2250.9399274818797 100 GTEX 1 100 100 1.0 0.0015 125 891 -68 2266.2808258034074 2245.6758443738117 100 GTEX 1 100 100 1.0 0.0015 125 891 -69 2265.795190566367 2246.297379062203 100 GTEX 1 100 100 1.0 0.0015 125 891 -70 2265.9503643567377 2248.2752773734555 100 GTEX 1 100 100 1.0 0.0015 125 891 -71 2266.045161425255 2245.202936556856 100 GTEX 1 100 100 1.0 0.0015 125 891 -72 2266.0941774975327 2245.2132508020436 100 GTEX 1 100 100 1.0 0.0015 125 891 -73 2265.7799927802253 2244.1678434306677 100 GTEX 1 100 100 1.0 0.0015 125 891 -74 2265.403997056799 2245.6723345042183 100 GTEX 1 100 100 1.0 0.0015 125 891 -75 2265.942413784602 2248.2131607577826 100 GTEX 1 100 100 1.0 0.0015 125 891 -76 2264.8831032406156 2247.123899046459 100 GTEX 1 100 100 1.0 0.0015 125 891 -77 2265.113038759845 2244.376109308163 100 GTEX 1 100 100 1.0 0.0015 125 891 -78 2264.89078537927 2243.5776107265924 100 GTEX 1 100 100 1.0 0.0015 125 891 -79 2264.801785096833 2249.216453407201 100 GTEX 1 100 100 1.0 0.0015 125 891 -80 2265.020226665242 2247.568768751485 100 GTEX 1 100 100 1.0 0.0015 125 891 -81 2263.5686618236373 2247.0481254084484 100 GTEX 1 100 100 1.0 0.0015 125 891 -82 2264.767157023039 2243.8743882560007 100 GTEX 1 100 100 1.0 0.0015 125 891 -83 2264.5080667239654 2244.441450807985 100 GTEX 1 100 100 1.0 0.0015 125 891 -84 2263.2307728491073 2242.6209554345887 100 GTEX 1 100 100 1.0 0.0015 125 891 -85 2264.02326391697 2246.6830135679065 100 GTEX 1 100 100 1.0 0.0015 125 891 -86 2262.7943594515405 2242.6655737583174 100 GTEX 1 100 100 1.0 0.0015 125 891 -87 2263.820833661708 2246.117400078719 100 GTEX 1 100 100 1.0 0.0015 125 891 -88 2263.781971616454 2243.3321714219937 100 GTEX 1 100 100 1.0 0.0015 125 891 -89 2263.047948192364 2243.3080878312144 100 GTEX 1 100 100 1.0 0.0015 125 891 -90 2263.8036534031453 2242.172023526616 100 GTEX 1 100 100 1.0 0.0015 125 891 -91 2262.6582524585815 2246.6385679063687 100 GTEX 1 100 100 1.0 0.0015 125 891 -92 2262.685859458555 2241.5876074961384 100 GTEX 1 100 100 1.0 0.0015 125 891 -93 2263.9819782080185 2252.5900062009864 100 GTEX 1 100 100 1.0 0.0015 125 891 -94 2262.8497176613087 2247.8655490657675 100 GTEX 1 100 100 1.0 0.0015 125 891 -95 2262.371579039773 2244.039779140922 100 GTEX 1 100 100 1.0 0.0015 125 891 -96 2263.3948576562416 2254.685122645853 100 GTEX 1 100 100 1.0 0.0015 125 891 -97 2261.581396025338 2245.3816734865136 100 GTEX 1 100 100 1.0 0.0015 125 891 -98 2262.6544064507384 2243.400722025012 100 GTEX 1 100 100 1.0 0.0015 125 891 -99 2262.1039909603755 2244.6454957447127 100 GTEX 1 100 100 1.0 0.0015 125 891 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 6c50d2064..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2912.603500306575 2759.182577270972 100 GTEX 1 50 100 0.5 0.0015 125 505 -1 2456.136425611045 2465.021805563807 100 GTEX 1 50 100 0.5 0.0015 125 505 -2 2400.7121502344494 2373.3341904556796 100 GTEX 1 50 100 0.5 0.0015 125 505 -3 2374.7500178972846 2438.2050846230395 100 GTEX 1 50 100 0.5 0.0015 125 505 -4 2357.5104403835776 2349.403453986454 100 GTEX 1 50 100 0.5 0.0015 125 505 -5 2344.8827564871726 2359.338533002614 100 GTEX 1 50 100 0.5 0.0015 125 505 -6 2335.587810396682 2317.3344345963046 100 GTEX 1 50 100 0.5 0.0015 125 505 -7 2329.200130686282 2310.0428963432746 100 GTEX 1 50 100 0.5 0.0015 125 505 -8 2323.8152909190726 2305.5699736736574 100 GTEX 1 50 100 0.5 0.0015 125 505 -9 2319.8726620060143 2303.5329107132247 100 GTEX 1 50 100 0.5 0.0015 125 505 -10 2317.3576771047206 2303.7155408968038 100 GTEX 1 50 100 0.5 0.0015 125 505 -11 2312.5052855271933 2294.7486047781013 100 GTEX 1 50 100 0.5 0.0015 125 505 -12 2309.7845052427183 2289.6236316985505 100 GTEX 1 50 100 0.5 0.0015 125 505 -13 2306.9330223778984 2288.619207461977 100 GTEX 1 50 100 0.5 0.0015 125 505 -14 2304.7262914876596 2284.1011494103495 100 GTEX 1 50 100 0.5 0.0015 125 505 -15 2302.5826973436097 2284.6673941376544 100 GTEX 1 50 100 0.5 0.0015 125 505 -16 2300.6024978007486 2281.107499851473 100 GTEX 1 50 100 0.5 0.0015 125 505 -17 2298.825970930271 2279.636490390328 100 GTEX 1 50 100 0.5 0.0015 125 505 -18 2296.5796347932705 2278.566703303232 100 GTEX 1 50 100 0.5 0.0015 125 505 -19 2295.6418313130894 2280.344060977602 100 GTEX 1 50 100 0.5 0.0015 125 505 -20 2293.370217118304 2277.0348842606345 100 GTEX 1 50 100 0.5 0.0015 125 505 -21 2292.517981097579 2280.0180376292183 100 GTEX 1 50 100 0.5 0.0015 125 505 -22 2290.4880922196016 2273.8379639600166 100 GTEX 1 50 100 0.5 0.0015 125 505 -23 2290.55986757763 2272.4756026467444 100 GTEX 1 50 100 0.5 0.0015 125 505 -24 2288.379775067752 2270.9636861706867 100 GTEX 1 50 100 0.5 0.0015 125 505 -25 2288.2909793920244 2270.689611862821 100 GTEX 1 50 100 0.5 0.0015 125 505 -26 2285.7918534964383 2267.8839570832342 100 GTEX 1 50 100 0.5 0.0015 125 505 -27 2285.605051000556 2268.470493331155 100 GTEX 1 50 100 0.5 0.0015 125 505 -28 2284.428586404377 2266.598752562084 100 GTEX 1 50 100 0.5 0.0015 125 505 -29 2283.80235141437 2278.4686766649834 100 GTEX 1 50 100 0.5 0.0015 125 505 -30 2283.6615047098226 2265.083096000178 100 GTEX 1 50 100 0.5 0.0015 125 505 -31 2282.2222471913124 2264.234730535587 100 GTEX 1 50 100 0.5 0.0015 125 505 -32 2281.7556670952386 2270.0519397576045 100 GTEX 1 50 100 0.5 0.0015 125 505 -33 2280.5840843315927 2264.296752465542 100 GTEX 1 50 100 0.5 0.0015 125 505 -34 2280.3076183221983 2263.867023192431 100 GTEX 1 50 100 0.5 0.0015 125 505 -35 2279.447215543549 2262.8929531547055 100 GTEX 1 50 100 0.5 0.0015 125 505 -36 2278.3677714569358 2263.1337816361693 100 GTEX 1 50 100 0.5 0.0015 125 505 -37 2278.5017305694287 2262.000535624109 100 GTEX 1 50 100 0.5 0.0015 125 505 -38 2277.038963188122 2261.335371242277 100 GTEX 1 50 100 0.5 0.0015 125 505 -39 2276.9681335236464 2261.6064657349098 100 GTEX 1 50 100 0.5 0.0015 125 505 -40 2276.5265397905637 2264.3359068663854 100 GTEX 1 50 100 0.5 0.0015 125 505 -41 2275.096873127748 2257.786117031547 100 GTEX 1 50 100 0.5 0.0015 125 505 -42 2275.0857636075066 2258.3885010693916 100 GTEX 1 50 100 0.5 0.0015 125 505 -43 2275.0065587358968 2257.8842383555134 100 GTEX 1 50 100 0.5 0.0015 125 505 -44 2274.686066979376 2258.4346269382722 100 GTEX 1 50 100 0.5 0.0015 125 505 -45 2275.436896392155 2258.8352468512358 100 GTEX 1 50 100 0.5 0.0015 125 505 -46 2273.603326491447 2259.096112501485 100 GTEX 1 50 100 0.5 0.0015 125 505 -47 2272.6184169970356 2255.771308927935 100 GTEX 1 50 100 0.5 0.0015 125 505 -48 2273.102739749343 2255.460892013724 100 GTEX 1 50 100 0.5 0.0015 125 505 -49 2272.1546601331434 2256.0046878713165 100 GTEX 1 50 100 0.5 0.0015 125 505 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index 581f95093..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2924.5244965086367 2689.357987204432 100 GTEX 1 50 100 0.0 0.0015 125 9521 -1 2454.535706939649 2445.9615232518418 100 GTEX 1 50 100 0.0 0.0015 125 9521 -2 2403.6212347362466 2378.1173239588284 100 GTEX 1 50 100 0.0 0.0015 125 9521 -3 2374.3145441329502 2403.476316502792 100 GTEX 1 50 100 0.0 0.0015 125 9521 -4 2357.2954738025014 2340.4812605825214 100 GTEX 1 50 100 0.0 0.0015 125 9521 -5 2344.515270226304 2329.3405826699145 100 GTEX 1 50 100 0.0 0.0015 125 9521 -6 2336.398454107855 2329.494718950511 100 GTEX 1 50 100 0.0 0.0015 125 9521 -7 2329.225263296393 2329.678378609197 100 GTEX 1 50 100 0.0 0.0015 125 9521 -8 2324.3099754255322 2321.1404012817848 100 GTEX 1 50 100 0.0 0.0015 125 9521 -9 2320.0735435530164 2307.0834366831036 100 GTEX 1 50 100 0.0 0.0015 125 9521 -10 2315.241657828056 2305.34233992544 100 GTEX 1 50 100 0.0 0.0015 125 9521 -11 2311.129638285046 2304.012785356761 100 GTEX 1 50 100 0.0 0.0015 125 9521 -12 2309.444843818082 2309.4478049622744 100 GTEX 1 50 100 0.0 0.0015 125 9521 -13 2306.072310522943 2298.8486235295863 100 GTEX 1 50 100 0.0 0.0015 125 9521 -14 2303.532639334745 2294.5939653635933 100 GTEX 1 50 100 0.0 0.0015 125 9521 -15 2301.719257106924 2293.07235474097 100 GTEX 1 50 100 0.0 0.0015 125 9521 -16 2299.725713204214 2290.1879130896505 100 GTEX 1 50 100 0.0 0.0015 125 9521 -17 2297.7173545791466 2295.3172444970887 100 GTEX 1 50 100 0.0 0.0015 125 9521 -18 2296.3834483693768 2287.2496843809413 100 GTEX 1 50 100 0.0 0.0015 125 9521 -19 2294.92471533002 2286.191796132367 100 GTEX 1 50 100 0.0 0.0015 125 9521 -20 2292.910972459019 2283.5611586189993 100 GTEX 1 50 100 0.0 0.0015 125 9521 -21 2291.742673047659 2284.7102514926924 100 GTEX 1 50 100 0.0 0.0015 125 9521 -22 2290.3785913454712 2280.80864851919 100 GTEX 1 50 100 0.0 0.0015 125 9521 -23 2289.187338614975 2278.8953267956867 100 GTEX 1 50 100 0.0 0.0015 125 9521 -24 2287.618902776792 2291.0575345695697 100 GTEX 1 50 100 0.0 0.0015 125 9521 -25 2286.2745491947358 2277.198707261466 100 GTEX 1 50 100 0.0 0.0015 125 9521 -26 2285.0720474277014 2276.390104228553 100 GTEX 1 50 100 0.0 0.0015 125 9521 -27 2284.771019896623 2278.893445149121 100 GTEX 1 50 100 0.0 0.0015 125 9521 -28 2283.612803129456 2274.6536396447245 100 GTEX 1 50 100 0.0 0.0015 125 9521 -29 2282.4686802418514 2273.1105019456986 100 GTEX 1 50 100 0.0 0.0015 125 9521 -30 2282.2056011176983 2272.5268071975997 100 GTEX 1 50 100 0.0 0.0015 125 9521 -31 2281.275794551757 2275.486818262833 100 GTEX 1 50 100 0.0 0.0015 125 9521 -32 2280.3136631687703 2272.4678328481464 100 GTEX 1 50 100 0.0 0.0015 125 9521 -33 2280.265537215624 2273.658502963106 100 GTEX 1 50 100 0.0 0.0015 125 9521 -34 2279.8215654130795 2269.944770377852 100 GTEX 1 50 100 0.0 0.0015 125 9521 -35 2278.2454969503437 2269.339986706868 100 GTEX 1 50 100 0.0 0.0015 125 9521 -36 2278.178283543122 2272.317120106048 100 GTEX 1 50 100 0.0 0.0015 125 9521 -37 2277.146702701242 2271.283532668429 100 GTEX 1 50 100 0.0 0.0015 125 9521 -38 2276.5306007979198 2267.5645023244415 100 GTEX 1 50 100 0.0 0.0015 125 9521 -39 2275.321017173347 2266.074500022279 100 GTEX 1 50 100 0.0 0.0015 125 9521 -40 2275.224099405542 2267.2000560687975 100 GTEX 1 50 100 0.0 0.0015 125 9521 -41 2275.3234814540806 2266.8942174875237 100 GTEX 1 50 100 0.0 0.0015 125 9521 -42 2274.600066245742 2267.8575193455918 100 GTEX 1 50 100 0.0 0.0015 125 9521 -43 2273.6637324575663 2265.2042083160054 100 GTEX 1 50 100 0.0 0.0015 125 9521 -44 2273.874592230742 2265.201739061015 100 GTEX 1 50 100 0.0 0.0015 125 9521 -45 2273.0802499801944 2262.526218660884 100 GTEX 1 50 100 0.0 0.0015 125 9521 -46 2272.2109057542402 2266.7996858662073 100 GTEX 1 50 100 0.0 0.0015 125 9521 -47 2272.617084629296 2261.557272791409 100 GTEX 1 50 100 0.0 0.0015 125 9521 -48 2271.4852662022518 2263.1191759000712 100 GTEX 1 50 100 0.0 0.0015 125 9521 -49 2270.9217101593035 2261.8347882753087 100 GTEX 1 50 100 0.0 0.0015 125 9521 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index 29ddedfcc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2912.431971724766 3312.3116923865255 100 GTEX 1 50 100 1.0 0.0015 125 7141 -1 2451.349462483165 2481.4809505332105 100 GTEX 1 50 100 1.0 0.0015 125 7141 -2 2400.3590368857363 2396.5661416869652 100 GTEX 1 50 100 1.0 0.0015 125 7141 -3 2371.9666765454176 2375.5083397694866 100 GTEX 1 50 100 1.0 0.0015 125 7141 -4 2355.292203860284 2358.71967179331 100 GTEX 1 50 100 1.0 0.0015 125 7141 -5 2341.2447031774022 2353.9934564742753 100 GTEX 1 50 100 1.0 0.0015 125 7141 -6 2333.960287653205 2343.4696058846243 100 GTEX 1 50 100 1.0 0.0015 125 7141 -7 2327.4003354631964 2335.878540503208 100 GTEX 1 50 100 1.0 0.0015 125 7141 -8 2320.8603676287944 2334.484414916528 100 GTEX 1 50 100 1.0 0.0015 125 7141 -9 2317.175592761162 2336.137893966849 100 GTEX 1 50 100 1.0 0.0015 125 7141 -10 2313.3862780229183 2324.3434817238 100 GTEX 1 50 100 1.0 0.0015 125 7141 -11 2310.4340365143808 2319.4198160497863 100 GTEX 1 50 100 1.0 0.0015 125 7141 -12 2306.110678071896 2317.2641211680134 100 GTEX 1 50 100 1.0 0.0015 125 7141 -13 2305.2663439086514 2314.6470088596125 100 GTEX 1 50 100 1.0 0.0015 125 7141 -14 2302.2421710468766 2312.8799774982176 100 GTEX 1 50 100 1.0 0.0015 125 7141 -15 2299.2111703452206 2308.9709407675855 100 GTEX 1 50 100 1.0 0.0015 125 7141 -16 2297.956494125152 2308.8610644902565 100 GTEX 1 50 100 1.0 0.0015 125 7141 -17 2295.613311835273 2304.7153840155656 100 GTEX 1 50 100 1.0 0.0015 125 7141 -18 2294.15536279498 2301.455320409042 100 GTEX 1 50 100 1.0 0.0015 125 7141 -19 2291.7289966854437 2302.159227030359 100 GTEX 1 50 100 1.0 0.0015 125 7141 -20 2290.794172071612 2303.813789396685 100 GTEX 1 50 100 1.0 0.0015 125 7141 -21 2290.3467883864264 2301.710252420984 100 GTEX 1 50 100 1.0 0.0015 125 7141 -22 2288.035272324464 2301.0674877094225 100 GTEX 1 50 100 1.0 0.0015 125 7141 -23 2287.501205049448 2300.882468103909 100 GTEX 1 50 100 1.0 0.0015 125 7141 -24 2286.0675377503762 2298.886152492277 100 GTEX 1 50 100 1.0 0.0015 125 7141 -25 2284.657190174793 2296.322419721364 100 GTEX 1 50 100 1.0 0.0015 125 7141 -26 2283.898343423207 2297.4045233780894 100 GTEX 1 50 100 1.0 0.0015 125 7141 -27 2282.4759872853974 2297.983462489603 100 GTEX 1 50 100 1.0 0.0015 125 7141 -28 2282.3447862373077 2290.911785401319 100 GTEX 1 50 100 1.0 0.0015 125 7141 -29 2280.614586359195 2296.03125 100 GTEX 1 50 100 1.0 0.0015 125 7141 -30 2280.0327251076105 2290.0761254604326 100 GTEX 1 50 100 1.0 0.0015 125 7141 -31 2279.5609088437136 2294.252706897576 100 GTEX 1 50 100 1.0 0.0015 125 7141 -32 2278.318367885236 2292.805133079848 100 GTEX 1 50 100 1.0 0.0015 125 7141 -33 2277.20189374934 2287.6853018060838 100 GTEX 1 50 100 1.0 0.0015 125 7141 -34 2276.64962380114 2288.3647869385695 100 GTEX 1 50 100 1.0 0.0015 125 7141 -35 2276.405401348929 2285.464758347196 100 GTEX 1 50 100 1.0 0.0015 125 7141 -36 2275.7351929368547 2288.7465987404944 100 GTEX 1 50 100 1.0 0.0015 125 7141 -37 2275.2414616542164 2283.7878724304896 100 GTEX 1 50 100 1.0 0.0015 125 7141 -38 2274.5695240910864 2294.585406517348 100 GTEX 1 50 100 1.0 0.0015 125 7141 -39 2274.0495686702825 2286.0971976740734 100 GTEX 1 50 100 1.0 0.0015 125 7141 -40 2274.418054497077 2285.232299340542 100 GTEX 1 50 100 1.0 0.0015 125 7141 -41 2272.683370910754 2282.3425302251662 100 GTEX 1 50 100 1.0 0.0015 125 7141 -42 2272.086744038296 2285.7977680162785 100 GTEX 1 50 100 1.0 0.0015 125 7141 -43 2272.663647226261 2283.3035159963165 100 GTEX 1 50 100 1.0 0.0015 125 7141 -44 2271.081062707753 2292.246727772992 100 GTEX 1 50 100 1.0 0.0015 125 7141 -45 2270.977340902939 2282.597709162607 100 GTEX 1 50 100 1.0 0.0015 125 7141 -46 2270.597561322183 2286.3773476488236 100 GTEX 1 50 100 1.0 0.0015 125 7141 -47 2270.6320779118832 2281.4463484731464 100 GTEX 1 50 100 1.0 0.0015 125 7141 -48 2270.257164871024 2279.3467771580918 100 GTEX 1 50 100 1.0 0.0015 125 7141 -49 2269.1311588321605 2281.291869653042 100 GTEX 1 50 100 1.0 0.0015 125 7141 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 1ab4a028c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3092.010372018013 3514.7595465482414 150 GTEX 1 100 100 0.5 0.0015 125 5778 -1 2489.4676998884283 2616.146702987613 150 GTEX 1 100 100 0.5 0.0015 125 5778 -2 2427.8112957242097 2409.9723508421457 150 GTEX 1 100 100 0.5 0.0015 125 5778 -3 2398.5721892133943 2360.624355765803 150 GTEX 1 100 100 0.5 0.0015 125 5778 -4 2377.7751203605285 2375.5293043013307 150 GTEX 1 100 100 0.5 0.0015 125 5778 -5 2365.0138507962693 2347.6022039493228 150 GTEX 1 100 100 0.5 0.0015 125 5778 -6 2352.715161156022 2333.2471408626425 150 GTEX 1 100 100 0.5 0.0015 125 5778 -7 2346.2774065710164 2319.859153138367 150 GTEX 1 100 100 0.5 0.0015 125 5778 -8 2339.0735426504157 2330.1838016872625 150 GTEX 1 100 100 0.5 0.0015 125 5778 -9 2333.702326404591 2310.7033686764794 150 GTEX 1 100 100 0.5 0.0015 125 5778 -10 2329.047738582667 2335.3008016724098 150 GTEX 1 100 100 0.5 0.0015 125 5778 -11 2325.6290651851086 2298.5642419387177 150 GTEX 1 100 100 0.5 0.0015 125 5778 -12 2322.950344164268 2305.8245232295626 150 GTEX 1 100 100 0.5 0.0015 125 5778 -13 2318.777673560336 2295.945842090215 150 GTEX 1 100 100 0.5 0.0015 125 5778 -14 2315.5842333123037 2293.0321439445697 150 GTEX 1 100 100 0.5 0.0015 125 5778 -15 2314.010355435947 2292.414228200006 150 GTEX 1 100 100 0.5 0.0015 125 5778 -16 2311.6628977839136 2288.462205545984 150 GTEX 1 100 100 0.5 0.0015 125 5778 -17 2309.0432051282583 2285.495042924192 150 GTEX 1 100 100 0.5 0.0015 125 5778 -18 2307.4157945651673 2286.9073741608245 150 GTEX 1 100 100 0.5 0.0015 125 5778 -19 2305.1578717931366 2285.012419609969 150 GTEX 1 100 100 0.5 0.0015 125 5778 -20 2303.3639906684484 2281.3780591841432 150 GTEX 1 100 100 0.5 0.0015 125 5778 -21 2301.8342396820863 2276.512765398497 150 GTEX 1 100 100 0.5 0.0015 125 5778 -22 2300.415994323621 2279.1348561334066 150 GTEX 1 100 100 0.5 0.0015 125 5778 -23 2298.808892330348 2276.401377398705 150 GTEX 1 100 100 0.5 0.0015 125 5778 -24 2297.269522559244 2273.699500022279 150 GTEX 1 100 100 0.5 0.0015 125 5778 -25 2296.1558977277978 2277.6772781198015 150 GTEX 1 100 100 0.5 0.0015 125 5778 -26 2295.512812289565 2272.9880204001306 150 GTEX 1 100 100 0.5 0.0015 125 5778 -27 2294.2732858888526 2270.017782349097 150 GTEX 1 100 100 0.5 0.0015 125 5778 -28 2293.4271540800446 2269.628434213849 150 GTEX 1 100 100 0.5 0.0015 125 5778 -29 2291.975111066319 2269.361086769249 150 GTEX 1 100 100 0.5 0.0015 125 5778 -30 2291.842623064205 2273.278203811936 150 GTEX 1 100 100 0.5 0.0015 125 5778 -31 2290.351955415027 2266.6838624903457 150 GTEX 1 100 100 0.5 0.0015 125 5778 -32 2288.6229625720844 2265.9123590853733 150 GTEX 1 100 100 0.5 0.0015 125 5778 -33 2287.9716983584426 2265.0711386793014 150 GTEX 1 100 100 0.5 0.0015 125 5778 -34 2287.0978992817154 2266.3150263449083 150 GTEX 1 100 100 0.5 0.0015 125 5778 -35 2287.1462302284003 2265.2199539938806 150 GTEX 1 100 100 0.5 0.0015 125 5778 -36 2286.104009889204 2265.710684540607 150 GTEX 1 100 100 0.5 0.0015 125 5778 -37 2285.6989469124246 2262.8089228292833 150 GTEX 1 100 100 0.5 0.0015 125 5778 -38 2284.8382903224274 2265.5766160624107 150 GTEX 1 100 100 0.5 0.0015 125 5778 -39 2284.4204274861854 2261.134136243465 150 GTEX 1 100 100 0.5 0.0015 125 5778 -40 2283.5466150251777 2264.2319400917895 150 GTEX 1 100 100 0.5 0.0015 125 5778 -41 2283.446025451486 2262.975769275042 150 GTEX 1 100 100 0.5 0.0015 125 5778 -42 2281.7132559720194 2268.0254026927873 150 GTEX 1 100 100 0.5 0.0015 125 5778 -43 2282.3205151467764 2261.484503568352 150 GTEX 1 100 100 0.5 0.0015 125 5778 -44 2280.5654477653047 2258.9415654519667 150 GTEX 1 100 100 0.5 0.0015 125 5778 -45 2280.6121477639017 2258.4235194681264 150 GTEX 1 100 100 0.5 0.0015 125 5778 -46 2279.459679583933 2258.643026025576 150 GTEX 1 100 100 0.5 0.0015 125 5778 -47 2279.886622171713 2264.265290815114 150 GTEX 1 100 100 0.5 0.0015 125 5778 -48 2278.8295392465275 2256.7048576558045 150 GTEX 1 100 100 0.5 0.0015 125 5778 -49 2278.872045297563 2257.3515629641456 150 GTEX 1 100 100 0.5 0.0015 125 5778 -50 2278.071595714678 2264.0581644152508 150 GTEX 1 100 100 0.5 0.0015 125 5778 -51 2276.8099503074413 2255.480768588106 150 GTEX 1 100 100 0.5 0.0015 125 5778 -52 2276.8501836870014 2256.5561212459897 150 GTEX 1 100 100 0.5 0.0015 125 5778 -53 2276.213879720757 2254.696049099186 150 GTEX 1 100 100 0.5 0.0015 125 5778 -54 2276.065675427018 2258.6727712652983 150 GTEX 1 100 100 0.5 0.0015 125 5778 -55 2275.485360150102 2261.740750969136 150 GTEX 1 100 100 0.5 0.0015 125 5778 -56 2275.964446554066 2253.1628413327294 150 GTEX 1 100 100 0.5 0.0015 125 5778 -57 2275.0216464305286 2253.597296537102 150 GTEX 1 100 100 0.5 0.0015 125 5778 -58 2276.0177476592207 2256.1774549593038 150 GTEX 1 100 100 0.5 0.0015 125 5778 -59 2274.3750933547126 2253.0919820691242 150 GTEX 1 100 100 0.5 0.0015 125 5778 -60 2273.129645480064 2252.3324703318085 150 GTEX 1 100 100 0.5 0.0015 125 5778 -61 2273.200257024607 2257.3197378876544 150 GTEX 1 100 100 0.5 0.0015 125 5778 -62 2273.504956103686 2249.9186816777565 150 GTEX 1 100 100 0.5 0.0015 125 5778 -63 2272.4052313763023 2254.2582641137415 150 GTEX 1 100 100 0.5 0.0015 125 5778 -64 2272.150390057651 2251.3805302957167 150 GTEX 1 100 100 0.5 0.0015 125 5778 -65 2271.895316151665 2256.2591046815587 150 GTEX 1 100 100 0.5 0.0015 125 5778 -66 2272.8550914370726 2261.0303996851235 150 GTEX 1 100 100 0.5 0.0015 125 5778 -67 2272.270156752362 2250.7597052860624 150 GTEX 1 100 100 0.5 0.0015 125 5778 -68 2271.292446763057 2254.0606875111393 150 GTEX 1 100 100 0.5 0.0015 125 5778 -69 2271.4812251810567 2250.8886328867634 150 GTEX 1 100 100 0.5 0.0015 125 5778 -70 2270.698912897268 2249.6814944191124 150 GTEX 1 100 100 0.5 0.0015 125 5778 -71 2270.234956790694 2250.601212998307 150 GTEX 1 100 100 0.5 0.0015 125 5778 -72 2269.754886526058 2251.3731276363474 150 GTEX 1 100 100 0.5 0.0015 125 5778 -73 2270.0974475686926 2251.1996378735444 150 GTEX 1 100 100 0.5 0.0015 125 5778 -74 2269.976439230518 2249.659886581363 150 GTEX 1 100 100 0.5 0.0015 125 5778 -75 2269.08278688161 2255.0208271447245 150 GTEX 1 100 100 0.5 0.0015 125 5778 -76 2268.9367612341307 2249.133563487702 150 GTEX 1 100 100 0.5 0.0015 125 5778 -77 2270.0168680102593 2248.707902451432 150 GTEX 1 100 100 0.5 0.0015 125 5778 -78 2268.2183315800526 2249.916853407943 150 GTEX 1 100 100 0.5 0.0015 125 5778 -79 2268.2775607094463 2248.4571189735325 150 GTEX 1 100 100 0.5 0.0015 125 5778 -80 2268.229250960986 2247.9638212370783 150 GTEX 1 100 100 0.5 0.0015 125 5778 -81 2268.0636379217362 2250.114311653398 150 GTEX 1 100 100 0.5 0.0015 125 5778 -82 2267.473435168711 2247.5303894739186 150 GTEX 1 100 100 0.5 0.0015 125 5778 -83 2267.1909290836343 2245.3876043399478 150 GTEX 1 100 100 0.5 0.0015 125 5778 -84 2267.1327828431163 2246.1492910638963 150 GTEX 1 100 100 0.5 0.0015 125 5778 -85 2267.2236108921948 2251.828394668637 150 GTEX 1 100 100 0.5 0.0015 125 5778 -86 2266.733136863785 2248.1936276512 150 GTEX 1 100 100 0.5 0.0015 125 5778 -87 2266.526668217765 2248.131861465512 150 GTEX 1 100 100 0.5 0.0015 125 5778 -88 2266.757958540811 2248.8552422469106 150 GTEX 1 100 100 0.5 0.0015 125 5778 -89 2266.4816768940796 2243.7586266115136 150 GTEX 1 100 100 0.5 0.0015 125 5778 -90 2265.742249212107 2247.706761581363 150 GTEX 1 100 100 0.5 0.0015 125 5778 -91 2266.170644626152 2249.483445780359 150 GTEX 1 100 100 0.5 0.0015 125 5778 -92 2265.6280169045267 2244.567518343037 150 GTEX 1 100 100 0.5 0.0015 125 5778 -93 2265.531162679819 2246.3379560695403 150 GTEX 1 100 100 0.5 0.0015 125 5778 -94 2264.5264680466935 2243.023346063302 150 GTEX 1 100 100 0.5 0.0015 125 5778 -95 2264.8360747984775 2244.62508586695 150 GTEX 1 100 100 0.5 0.0015 125 5778 -96 2265.312830068222 2245.3788612278695 150 GTEX 1 100 100 0.5 0.0015 125 5778 -97 2265.1972663728693 2242.601583850701 150 GTEX 1 100 100 0.5 0.0015 125 5778 -98 2263.968825328485 2244.526551453333 150 GTEX 1 100 100 0.5 0.0015 125 5778 -99 2264.2450824244743 2248.5819124287073 150 GTEX 1 100 100 0.5 0.0015 125 5778 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index f9ec7bb31..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3087.6689011366375 3652.9182096416052 150 GTEX 1 100 100 0.0 0.0015 125 3218 -1 2493.6036902137853 2574.820361235296 150 GTEX 1 100 100 0.0 0.0015 125 3218 -2 2431.163962956025 2430.020779105647 150 GTEX 1 100 100 0.0 0.0015 125 3218 -3 2398.840318156986 2385.776933909369 150 GTEX 1 100 100 0.0 0.0015 125 3218 -4 2375.2578009467097 2364.6424328474036 150 GTEX 1 100 100 0.0 0.0015 125 3218 -5 2364.296864246156 2362.118509154809 150 GTEX 1 100 100 0.0 0.0015 125 3218 -6 2351.4268584911733 2344.86662727617 150 GTEX 1 100 100 0.0 0.0015 125 3218 -7 2343.6054535863063 2337.4675255837096 150 GTEX 1 100 100 0.0 0.0015 125 3218 -8 2336.1118013714995 2330.0645870310273 150 GTEX 1 100 100 0.0 0.0015 125 3218 -9 2332.65088220719 2325.8882130670004 150 GTEX 1 100 100 0.0 0.0015 125 3218 -10 2327.7462408997208 2334.213326689862 150 GTEX 1 100 100 0.0 0.0015 125 3218 -11 2323.493812284614 2320.1335711461056 150 GTEX 1 100 100 0.0 0.0015 125 3218 -12 2320.7546751369478 2315.377632634268 150 GTEX 1 100 100 0.0 0.0015 125 3218 -13 2317.312129082644 2310.563793341923 150 GTEX 1 100 100 0.0 0.0015 125 3218 -14 2313.843009893124 2305.0353906435657 150 GTEX 1 100 100 0.0 0.0015 125 3218 -15 2311.498959120745 2307.9480463180253 150 GTEX 1 100 100 0.0 0.0015 125 3218 -16 2309.5352676051516 2309.155740368049 150 GTEX 1 100 100 0.0 0.0015 125 3218 -17 2307.3896373226157 2300.115558348681 150 GTEX 1 100 100 0.0 0.0015 125 3218 -18 2305.3246922543854 2298.7535502502674 150 GTEX 1 100 100 0.0 0.0015 125 3218 -19 2303.5436292474847 2296.654172483959 150 GTEX 1 100 100 0.0 0.0015 125 3218 -20 2302.5958338215974 2304.504966822867 150 GTEX 1 100 100 0.0 0.0015 125 3218 -21 2300.7233815026457 2293.5898372519605 150 GTEX 1 100 100 0.0 0.0015 125 3218 -22 2298.392486214449 2293.402114229964 150 GTEX 1 100 100 0.0 0.0015 125 3218 -23 2298.0753890364226 2289.95039651965 150 GTEX 1 100 100 0.0 0.0015 125 3218 -24 2296.4201944088677 2291.4084646710876 150 GTEX 1 100 100 0.0 0.0015 125 3218 -25 2295.2778478912355 2289.372360171474 150 GTEX 1 100 100 0.0 0.0015 125 3218 -26 2293.388954260111 2294.002434211992 150 GTEX 1 100 100 0.0 0.0015 125 3218 -27 2291.7724917548703 2288.4148255554896 150 GTEX 1 100 100 0.0 0.0015 125 3218 -28 2291.7759800233293 2288.1449865769073 150 GTEX 1 100 100 0.0 0.0015 125 3218 -29 2290.3060840039743 2284.2178685873632 150 GTEX 1 100 100 0.0 0.0015 125 3218 -30 2290.006806925331 2285.236809444065 150 GTEX 1 100 100 0.0 0.0015 125 3218 -31 2289.014933530413 2283.4146487159874 150 GTEX 1 100 100 0.0 0.0015 125 3218 -32 2287.8641397265255 2292.0830697759475 150 GTEX 1 100 100 0.0 0.0015 125 3218 -33 2287.3330151622495 2281.335090898289 150 GTEX 1 100 100 0.0 0.0015 125 3218 -34 2285.476066791635 2281.981192817253 150 GTEX 1 100 100 0.0 0.0015 125 3218 -35 2285.2913492520483 2280.243558122178 150 GTEX 1 100 100 0.0 0.0015 125 3218 -36 2284.3554103130446 2278.9537766605276 150 GTEX 1 100 100 0.0 0.0015 125 3218 -37 2283.291821647524 2282.058796813733 150 GTEX 1 100 100 0.0 0.0015 125 3218 -38 2283.277818595392 2281.3096856527004 150 GTEX 1 100 100 0.0 0.0015 125 3218 -39 2282.088248158075 2288.16934610229 150 GTEX 1 100 100 0.0 0.0015 125 3218 -40 2281.578924033815 2278.0211720049606 150 GTEX 1 100 100 0.0 0.0015 125 3218 -41 2280.9927435020995 2277.95804053477 150 GTEX 1 100 100 0.0 0.0015 125 3218 -42 2280.2413692794707 2277.8173145830856 150 GTEX 1 100 100 0.0 0.0015 125 3218 -43 2279.766595399026 2274.2750114179835 150 GTEX 1 100 100 0.0 0.0015 125 3218 -44 2278.134455491361 2274.618158028606 150 GTEX 1 100 100 0.0 0.0015 125 3218 -45 2278.049217094372 2274.9207178848324 150 GTEX 1 100 100 0.0 0.0015 125 3218 -46 2278.137768577897 2276.5125978419082 150 GTEX 1 100 100 0.0 0.0015 125 3218 -47 2278.048878180662 2271.761897214012 150 GTEX 1 100 100 0.0 0.0015 125 3218 -48 2276.6072897600297 2274.882701105038 150 GTEX 1 100 100 0.0 0.0015 125 3218 -49 2276.5895730987 2273.708455713076 150 GTEX 1 100 100 0.0 0.0015 125 3218 -50 2276.0579631414967 2272.729996713849 150 GTEX 1 100 100 0.0 0.0015 125 3218 -51 2275.473083102818 2278.381720365227 150 GTEX 1 100 100 0.0 0.0015 125 3218 -52 2275.3948569599497 2270.2389045976415 150 GTEX 1 100 100 0.0 0.0015 125 3218 -53 2275.365474956799 2269.993873277091 150 GTEX 1 100 100 0.0 0.0015 125 3218 -54 2274.307988981668 2279.548390435629 150 GTEX 1 100 100 0.0 0.0015 125 3218 -55 2273.718442200229 2271.977048924667 150 GTEX 1 100 100 0.0 0.0015 125 3218 -56 2273.662611066319 2268.8448066276287 150 GTEX 1 100 100 0.0 0.0015 125 3218 -57 2273.0876089877584 2270.2425975727037 150 GTEX 1 100 100 0.0 0.0015 125 3218 -58 2273.1169862458078 2274.3579714234793 150 GTEX 1 100 100 0.0 0.0015 125 3218 -59 2271.9446815046676 2268.2322731163113 150 GTEX 1 100 100 0.0 0.0015 125 3218 -60 2272.032641578353 2273.6137792783093 150 GTEX 1 100 100 0.0 0.0015 125 3218 -61 2271.435708027928 2266.5253602234584 150 GTEX 1 100 100 0.0 0.0015 125 3218 -62 2271.313959428145 2267.158611573194 150 GTEX 1 100 100 0.0 0.0015 125 3218 -63 2270.858007791869 2266.9447504195878 150 GTEX 1 100 100 0.0 0.0015 125 3218 -64 2269.9377165210403 2266.506191703303 150 GTEX 1 100 100 0.0 0.0015 125 3218 -65 2269.5624669905988 2265.9979487081896 150 GTEX 1 100 100 0.0 0.0015 125 3218 -66 2269.9515963294784 2267.014746140165 150 GTEX 1 100 100 0.0 0.0015 125 3218 -67 2270.3072221320194 2267.157188270482 150 GTEX 1 100 100 0.0 0.0015 125 3218 -68 2269.174154428087 2268.3121423757575 150 GTEX 1 100 100 0.0 0.0015 125 3218 -69 2269.8967505132964 2266.501370854251 150 GTEX 1 100 100 0.0 0.0015 125 3218 -70 2268.8603880791497 2267.577509078689 150 GTEX 1 100 100 0.0 0.0015 125 3218 -71 2268.46974435663 2265.923746899507 150 GTEX 1 100 100 0.0 0.0015 125 3218 -72 2268.1266854135997 2262.921526194525 150 GTEX 1 100 100 0.0 0.0015 125 3218 -73 2267.5340001473046 2263.7104668562856 150 GTEX 1 100 100 0.0 0.0015 125 3218 -74 2267.9453985307514 2264.9976590812885 150 GTEX 1 100 100 0.0 0.0015 125 3218 -75 2267.489582465117 2264.936098047989 150 GTEX 1 100 100 0.0 0.0015 125 3218 -76 2267.8281162060894 2262.6729077241266 150 GTEX 1 100 100 0.0 0.0015 125 3218 -77 2267.72598339132 2262.642288730172 150 GTEX 1 100 100 0.0 0.0015 125 3218 -78 2266.473856064363 2264.788718103909 150 GTEX 1 100 100 0.0 0.0015 125 3218 -79 2265.9504836805645 2263.9654445865763 150 GTEX 1 100 100 0.0 0.0015 125 3218 -80 2265.865460566763 2263.0400970807095 150 GTEX 1 100 100 0.0 0.0015 125 3218 -81 2266.202328519256 2261.461271684886 150 GTEX 1 100 100 0.0 0.0015 125 3218 -82 2266.0049947865778 2267.3259769338165 150 GTEX 1 100 100 0.0 0.0015 125 3218 -83 2265.6920139582317 2263.929132381773 150 GTEX 1 100 100 0.0 0.0015 125 3218 -84 2265.2564287355913 2261.9476970484047 150 GTEX 1 100 100 0.0 0.0015 125 3218 -85 2265.338472622003 2262.830345240836 150 GTEX 1 100 100 0.0 0.0015 125 3218 -86 2264.9524177993703 2262.64333793147 150 GTEX 1 100 100 0.0 0.0015 125 3218 -87 2264.501550668193 2275.9784738518892 150 GTEX 1 100 100 0.0 0.0015 125 3218 -88 2264.429299794269 2267.046456804747 150 GTEX 1 100 100 0.0 0.0015 125 3218 -89 2264.2988971352793 2262.4844942854384 150 GTEX 1 100 100 0.0 0.0015 125 3218 -90 2264.9680458166363 2262.0522755670004 150 GTEX 1 100 100 0.0 0.0015 125 3218 -91 2264.4355144845254 2262.901254400101 150 GTEX 1 100 100 0.0 0.0015 125 3218 -92 2263.072190889653 2258.5291564709332 150 GTEX 1 100 100 0.0 0.0015 125 3218 -93 2263.6750374811436 2259.4137162473266 150 GTEX 1 100 100 0.0 0.0015 125 3218 -94 2264.4977447358256 2261.3097754648884 150 GTEX 1 100 100 0.0 0.0015 125 3218 -95 2263.1590474693753 2264.125166164152 150 GTEX 1 100 100 0.0 0.0015 125 3218 -96 2263.434226885786 2259.8703747883496 150 GTEX 1 100 100 0.0 0.0015 125 3218 -97 2263.304041340974 2263.452252638204 150 GTEX 1 100 100 0.0 0.0015 125 3218 -98 2263.7836971571064 2263.602431148631 150 GTEX 1 100 100 0.0 0.0015 125 3218 -99 2262.4599829351714 2261.637232791335 150 GTEX 1 100 100 0.0 0.0015 125 3218 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index 7f6b01247..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3095.541995050034 3425.8581162369296 150 GTEX 1 100 100 1.0 0.0015 125 286 -1 2490.6350547151455 2598.8435713039153 150 GTEX 1 100 100 1.0 0.0015 125 286 -2 2431.6274856079012 2455.693563134951 150 GTEX 1 100 100 1.0 0.0015 125 286 -3 2398.5465566913767 2395.264149945045 150 GTEX 1 100 100 1.0 0.0015 125 286 -4 2376.774792871166 2367.3343491935007 150 GTEX 1 100 100 1.0 0.0015 125 286 -5 2363.462461760672 2351.939461479622 150 GTEX 1 100 100 1.0 0.0015 125 286 -6 2352.1679061610807 2356.4905653108663 150 GTEX 1 100 100 1.0 0.0015 125 286 -7 2343.601217551759 2338.2371914359555 150 GTEX 1 100 100 1.0 0.0015 125 286 -8 2337.5854735631833 2346.3246996049193 150 GTEX 1 100 100 1.0 0.0015 125 286 -9 2333.099373564091 2336.077265866356 150 GTEX 1 100 100 1.0 0.0015 125 286 -10 2328.831939262083 2322.826043306648 150 GTEX 1 100 100 1.0 0.0015 125 286 -11 2324.6146811838576 2330.288872664419 150 GTEX 1 100 100 1.0 0.0015 125 286 -12 2321.1448880352063 2317.029401307777 150 GTEX 1 100 100 1.0 0.0015 125 286 -13 2319.152246552787 2310.963707057242 150 GTEX 1 100 100 1.0 0.0015 125 286 -14 2315.313544257561 2307.0800321745783 150 GTEX 1 100 100 1.0 0.0015 125 286 -15 2311.878233245047 2307.029719247564 150 GTEX 1 100 100 1.0 0.0015 125 286 -16 2310.249977486557 2301.3260744044082 150 GTEX 1 100 100 1.0 0.0015 125 286 -17 2308.2328201024775 2301.1091433913084 150 GTEX 1 100 100 1.0 0.0015 125 286 -18 2306.305335257919 2303.0903965474986 150 GTEX 1 100 100 1.0 0.0015 125 286 -19 2304.3481946900665 2301.328131962185 150 GTEX 1 100 100 1.0 0.0015 125 286 -20 2302.5649262425563 2311.3728277982414 150 GTEX 1 100 100 1.0 0.0015 125 286 -21 2300.6549086062523 2305.0441383971006 150 GTEX 1 100 100 1.0 0.0015 125 286 -22 2298.7514854746255 2295.510482265922 150 GTEX 1 100 100 1.0 0.0015 125 286 -23 2298.5689434866676 2293.0553484434413 150 GTEX 1 100 100 1.0 0.0015 125 286 -24 2295.898121976545 2290.2182199456392 150 GTEX 1 100 100 1.0 0.0015 125 286 -25 2294.724995249741 2295.852293065292 150 GTEX 1 100 100 1.0 0.0015 125 286 -26 2294.9679728349133 2288.1863902276914 150 GTEX 1 100 100 1.0 0.0015 125 286 -27 2292.5006713029056 2289.3396947592382 150 GTEX 1 100 100 1.0 0.0015 125 286 -28 2292.4724771739993 2288.4160467227603 150 GTEX 1 100 100 1.0 0.0015 125 286 -29 2290.433698064865 2288.0166261622207 150 GTEX 1 100 100 1.0 0.0015 125 286 -30 2289.7468970647215 2286.81317393952 150 GTEX 1 100 100 1.0 0.0015 125 286 -31 2289.424428354539 2283.9204960232 150 GTEX 1 100 100 1.0 0.0015 125 286 -32 2288.3041145805823 2281.174067160023 150 GTEX 1 100 100 1.0 0.0015 125 286 -33 2286.7687869137944 2282.2077497475047 150 GTEX 1 100 100 1.0 0.0015 125 286 -34 2286.5766676349426 2281.5177958093213 150 GTEX 1 100 100 1.0 0.0015 125 286 -35 2285.1232019418194 2279.9602858394724 150 GTEX 1 100 100 1.0 0.0015 125 286 -36 2284.778093579176 2279.9579869259446 150 GTEX 1 100 100 1.0 0.0015 125 286 -37 2284.0604381760736 2279.7297739239248 150 GTEX 1 100 100 1.0 0.0015 125 286 -38 2283.117655305106 2277.8534033017468 150 GTEX 1 100 100 1.0 0.0015 125 286 -39 2282.1737318303876 2279.836730724958 150 GTEX 1 100 100 1.0 0.0015 125 286 -40 2281.473854001276 2276.8496646083354 150 GTEX 1 100 100 1.0 0.0015 125 286 -41 2280.6551452166077 2279.844340857444 150 GTEX 1 100 100 1.0 0.0015 125 286 -42 2280.416546019025 2277.2496992336028 150 GTEX 1 100 100 1.0 0.0015 125 286 -43 2280.203677211176 2281.590898753119 150 GTEX 1 100 100 1.0 0.0015 125 286 -44 2279.869087268398 2274.4873469247564 150 GTEX 1 100 100 1.0 0.0015 125 286 -45 2279.1369691572536 2273.1407052972017 150 GTEX 1 100 100 1.0 0.0015 125 286 -46 2278.319319381222 2274.1283859426985 150 GTEX 1 100 100 1.0 0.0015 125 286 -47 2278.0879713690897 2274.0176231471305 150 GTEX 1 100 100 1.0 0.0015 125 286 -48 2276.950584256084 2273.9026380183577 150 GTEX 1 100 100 1.0 0.0015 125 286 -49 2276.4475898907885 2271.5133237657437 150 GTEX 1 100 100 1.0 0.0015 125 286 -50 2276.992236988313 2273.197929353315 150 GTEX 1 100 100 1.0 0.0015 125 286 -51 2276.5847075645584 2277.0554120313986 150 GTEX 1 100 100 1.0 0.0015 125 286 -52 2275.051894956246 2272.585269130228 150 GTEX 1 100 100 1.0 0.0015 125 286 -53 2274.9680803733527 2275.9366255495484 150 GTEX 1 100 100 1.0 0.0015 125 286 -54 2275.2257560906473 2271.4490168466314 150 GTEX 1 100 100 1.0 0.0015 125 286 -55 2274.1438113355935 2271.7740961227128 150 GTEX 1 100 100 1.0 0.0015 125 286 -56 2273.682483860466 2273.2814175565886 150 GTEX 1 100 100 1.0 0.0015 125 286 -57 2273.8348518259563 2274.5568494905538 150 GTEX 1 100 100 1.0 0.0015 125 286 -58 2274.279761430743 2267.3704481233663 150 GTEX 1 100 100 1.0 0.0015 125 286 -59 2272.32072297706 2267.843280284577 150 GTEX 1 100 100 1.0 0.0015 125 286 -60 2272.7696074810856 2274.219553436163 150 GTEX 1 100 100 1.0 0.0015 125 286 -61 2274.101030326562 2270.2688856233663 150 GTEX 1 100 100 1.0 0.0015 125 286 -62 2271.4062519857216 2266.7959364974454 150 GTEX 1 100 100 1.0 0.0015 125 286 -63 2271.083759188992 2265.5165941361693 150 GTEX 1 100 100 1.0 0.0015 125 286 -64 2270.4673662355913 2272.3165037205918 150 GTEX 1 100 100 1.0 0.0015 125 286 -65 2270.564977407128 2266.1561265372507 150 GTEX 1 100 100 1.0 0.0015 125 286 -66 2270.275889402208 2265.8682415748276 150 GTEX 1 100 100 1.0 0.0015 125 286 -67 2270.177521283843 2277.5574635552816 150 GTEX 1 100 100 1.0 0.0015 125 286 -68 2270.1449504693937 2265.1417807227303 150 GTEX 1 100 100 1.0 0.0015 125 286 -69 2268.956260583639 2263.67328832358 150 GTEX 1 100 100 1.0 0.0015 125 286 -70 2268.7096916787837 2268.4169341692905 150 GTEX 1 100 100 1.0 0.0015 125 286 -71 2268.746544947251 2268.862195149121 150 GTEX 1 100 100 1.0 0.0015 125 286 -72 2268.631988090208 2264.9506524959897 150 GTEX 1 100 100 1.0 0.0015 125 286 -73 2268.375722286957 2263.5049807472374 150 GTEX 1 100 100 1.0 0.0015 125 286 -74 2267.3547919025464 2263.8844690359138 150 GTEX 1 100 100 1.0 0.0015 125 286 -75 2267.678700183656 2262.5369446032855 150 GTEX 1 100 100 1.0 0.0015 125 286 -76 2268.615403625546 2268.2267133473442 150 GTEX 1 100 100 1.0 0.0015 125 286 -77 2267.815294709996 2264.871277087542 150 GTEX 1 100 100 1.0 0.0015 125 286 -78 2268.024864743979 2262.1735570639257 150 GTEX 1 100 100 1.0 0.0015 125 286 -79 2267.3728744266677 2267.3919060420626 150 GTEX 1 100 100 1.0 0.0015 125 286 -80 2266.715790913502 2261.7889891649834 150 GTEX 1 100 100 1.0 0.0015 125 286 -81 2266.4516730505475 2262.3002976102066 150 GTEX 1 100 100 1.0 0.0015 125 286 -82 2265.8420506089824 2270.148028123515 150 GTEX 1 100 100 1.0 0.0015 125 286 -83 2266.33896920718 2263.3065988518892 150 GTEX 1 100 100 1.0 0.0015 125 286 -84 2266.4489905467262 2262.6220526749644 150 GTEX 1 100 100 1.0 0.0015 125 286 -85 2265.552369569541 2262.1263446300204 150 GTEX 1 100 100 1.0 0.0015 125 286 -86 2265.7999754337848 2260.3613327664566 150 GTEX 1 100 100 1.0 0.0015 125 286 -87 2265.6068053728577 2262.950844652299 150 GTEX 1 100 100 1.0 0.0015 125 286 -88 2266.083097505232 2270.384304728345 150 GTEX 1 100 100 1.0 0.0015 125 286 -89 2265.874590580272 2259.364896012803 150 GTEX 1 100 100 1.0 0.0015 125 286 -90 2264.3711007129205 2263.3184354948908 150 GTEX 1 100 100 1.0 0.0015 125 286 -91 2265.571006058463 2259.838489372921 150 GTEX 1 100 100 1.0 0.0015 125 286 -92 2265.0009971417985 2265.1887262728733 150 GTEX 1 100 100 1.0 0.0015 125 286 -93 2263.795871952613 2268.201788724602 150 GTEX 1 100 100 1.0 0.0015 125 286 -94 2265.4463474736667 2260.119810387209 150 GTEX 1 100 100 1.0 0.0015 125 286 -95 2263.8473643746865 2263.0639523118166 150 GTEX 1 100 100 1.0 0.0015 125 286 -96 2263.769627647767 2260.13274380644 150 GTEX 1 100 100 1.0 0.0015 125 286 -97 2263.483439338211 2261.8808343111336 150 GTEX 1 100 100 1.0 0.0015 125 286 -98 2263.05597894124 2259.4045646870545 150 GTEX 1 100 100 1.0 0.0015 125 286 -99 2263.1611248954014 2259.4514081251486 150 GTEX 1 100 100 1.0 0.0015 125 286 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index dd04bb1bf..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3092.886570233484 3407.2826345465483 150 GTEX 1 50 100 0.5 0.0015 125 7241 -1 2489.4487928513604 2566.499594800826 150 GTEX 1 50 100 0.5 0.0015 125 7241 -2 2428.092479808562 2478.6596786441005 150 GTEX 1 50 100 0.5 0.0015 125 7241 -3 2395.8956099353345 2420.0604238763963 150 GTEX 1 50 100 0.5 0.0015 125 7241 -4 2375.977584811467 2400.060438264912 150 GTEX 1 50 100 0.5 0.0015 125 7241 -5 2361.697446841454 2405.907138142749 150 GTEX 1 50 100 0.5 0.0015 125 7241 -6 2349.2793263771523 2378.561545716492 150 GTEX 1 50 100 0.5 0.0015 125 7241 -7 2341.0345841042404 2366.269646822273 150 GTEX 1 50 100 0.5 0.0015 125 7241 -8 2334.9837967939206 2355.2444437121258 150 GTEX 1 50 100 0.5 0.0015 125 7241 -9 2329.476692706614 2348.1597403754754 150 GTEX 1 50 100 0.5 0.0015 125 7241 -10 2325.489406096919 2344.239090720057 150 GTEX 1 50 100 0.5 0.0015 125 7241 -11 2322.6738341853197 2341.1704609802014 150 GTEX 1 50 100 0.5 0.0015 125 7241 -12 2319.4370082630785 2345.4911970131297 150 GTEX 1 50 100 0.5 0.0015 125 7241 -13 2315.9362908243766 2344.6192594462927 150 GTEX 1 50 100 0.5 0.0015 125 7241 -14 2312.1051787056767 2334.359314196917 150 GTEX 1 50 100 0.5 0.0015 125 7241 -15 2309.916267966398 2331.1997919699083 150 GTEX 1 50 100 0.5 0.0015 125 7241 -16 2307.168680618365 2326.393384810183 150 GTEX 1 50 100 0.5 0.0015 125 7241 -17 2305.116059532661 2327.6171756642852 150 GTEX 1 50 100 0.5 0.0015 125 7241 -18 2303.176139763042 2325.0981863043608 150 GTEX 1 50 100 0.5 0.0015 125 7241 -19 2301.6992410571343 2321.20132318649 150 GTEX 1 50 100 0.5 0.0015 125 7241 -20 2299.2871700168803 2320.873319328511 150 GTEX 1 50 100 0.5 0.0015 125 7241 -21 2298.759735787596 2320.5184697488417 150 GTEX 1 50 100 0.5 0.0015 125 7241 -22 2297.172765480171 2317.425141193114 150 GTEX 1 50 100 0.5 0.0015 125 7241 -23 2295.38499279673 2319.060952074174 150 GTEX 1 50 100 0.5 0.0015 125 7241 -24 2293.878287839502 2313.7680443593304 150 GTEX 1 50 100 0.5 0.0015 125 7241 -25 2292.556877390087 2314.0342126418427 150 GTEX 1 50 100 0.5 0.0015 125 7241 -26 2291.047488072259 2314.0111144323314 150 GTEX 1 50 100 0.5 0.0015 125 7241 -27 2290.1822034352886 2310.2714723072127 150 GTEX 1 50 100 0.5 0.0015 125 7241 -28 2288.748595785236 2318.7615154541945 150 GTEX 1 50 100 0.5 0.0015 125 7241 -29 2289.074994161462 2310.306363065886 150 GTEX 1 50 100 0.5 0.0015 125 7241 -30 2286.596261370707 2310.2882734523528 150 GTEX 1 50 100 0.5 0.0015 125 7241 -31 2285.9443318886906 2308.7280282720412 150 GTEX 1 50 100 0.5 0.0015 125 7241 -32 2284.8610236906406 2304.1435653628505 150 GTEX 1 50 100 0.5 0.0015 125 7241 -33 2283.6712188092106 2308.1310789159043 150 GTEX 1 50 100 0.5 0.0015 125 7241 -34 2284.316440394099 2302.6050596055875 150 GTEX 1 50 100 0.5 0.0015 125 7241 -35 2282.461864651553 2302.4087020816005 150 GTEX 1 50 100 0.5 0.0015 125 7241 -36 2281.7624434095083 2301.8662531747564 150 GTEX 1 50 100 0.5 0.0015 125 7241 -37 2281.017606054048 2303.408363255258 150 GTEX 1 50 100 0.5 0.0015 125 7241 -38 2281.0047914177208 2301.55687780344 150 GTEX 1 50 100 0.5 0.0015 125 7241 -39 2280.5950067297917 2301.826959994356 150 GTEX 1 50 100 0.5 0.0015 125 7241 -40 2279.2168437844534 2301.0797708605633 150 GTEX 1 50 100 0.5 0.0015 125 7241 -41 2278.5250687833395 2306.2695709344553 150 GTEX 1 50 100 0.5 0.0015 125 7241 -42 2278.1363294711646 2299.4478546258615 150 GTEX 1 50 100 0.5 0.0015 125 7241 -43 2277.7584394207347 2298.661880783255 150 GTEX 1 50 100 0.5 0.0015 125 7241 -44 2276.425431015097 2300.5016639622445 150 GTEX 1 50 100 0.5 0.0015 125 7241 -45 2275.834158860631 2308.1157231203956 150 GTEX 1 50 100 0.5 0.0015 125 7241 -46 2275.663502449091 2300.668619946382 150 GTEX 1 50 100 0.5 0.0015 125 7241 -47 2275.6752920403605 2296.1727072131953 150 GTEX 1 50 100 0.5 0.0015 125 7241 -48 2274.744929988092 2300.437351473384 150 GTEX 1 50 100 0.5 0.0015 125 7241 -49 2273.963197483487 2296.3363724044975 150 GTEX 1 50 100 0.5 0.0015 125 7241 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index 466d06d93..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3094.6710559542357 3637.2667965036835 150 GTEX 1 50 100 0.0 0.0015 125 2533 -1 2495.714538155154 2710.713372872356 150 GTEX 1 50 100 0.0 0.0015 125 2533 -2 2435.6706498354483 2399.251581344314 150 GTEX 1 50 100 0.0 0.0015 125 2533 -3 2405.5080910683987 2383.8835546689343 150 GTEX 1 50 100 0.0 0.0015 125 2533 -4 2379.9750537124846 2370.7337177697245 150 GTEX 1 50 100 0.0 0.0015 125 2533 -5 2365.898469168394 2357.23074027522 150 GTEX 1 50 100 0.0 0.0015 125 2533 -6 2356.7421170455596 2342.617628902537 150 GTEX 1 50 100 0.0 0.0015 125 2533 -7 2347.2820383573367 2326.470039396685 150 GTEX 1 50 100 0.0 0.0015 125 2533 -8 2338.894762857368 2327.425354700125 150 GTEX 1 50 100 0.0 0.0015 125 2533 -9 2333.856538693001 2319.8536915362106 150 GTEX 1 50 100 0.0 0.0015 125 2533 -10 2332.221137018104 2320.0955476361987 150 GTEX 1 50 100 0.0 0.0015 125 2533 -11 2325.9291290221954 2308.292019572095 150 GTEX 1 50 100 0.0 0.0015 125 2533 -12 2322.823516784455 2309.196334548776 150 GTEX 1 50 100 0.0 0.0015 125 2533 -13 2319.114718860994 2303.935680548954 150 GTEX 1 50 100 0.0 0.0015 125 2533 -14 2316.2930812398495 2303.6903066888963 150 GTEX 1 50 100 0.0 0.0015 125 2533 -15 2314.131771311282 2298.3205519991684 150 GTEX 1 50 100 0.0 0.0015 125 2533 -16 2311.2399418033942 2296.5280237234138 150 GTEX 1 50 100 0.0 0.0015 125 2533 -17 2309.1692335000444 2296.6608269405 150 GTEX 1 50 100 0.0 0.0015 125 2533 -18 2307.7861079780832 2290.5076672224036 150 GTEX 1 50 100 0.0 0.0015 125 2533 -19 2305.897268141967 2288.460493776735 150 GTEX 1 50 100 0.0 0.0015 125 2533 -20 2303.7708350439766 2287.541602305133 150 GTEX 1 50 100 0.0 0.0015 125 2533 -21 2302.230968481386 2285.281310803083 150 GTEX 1 50 100 0.0 0.0015 125 2533 -22 2300.173327052607 2285.5085630235562 150 GTEX 1 50 100 0.0 0.0015 125 2533 -23 2298.886295868626 2290.9341117365734 150 GTEX 1 50 100 0.0 0.0015 125 2533 -24 2298.1879199156856 2281.9888734998813 150 GTEX 1 50 100 0.0 0.0015 125 2533 -25 2296.5459788205494 2280.5710546689343 150 GTEX 1 50 100 0.0 0.0015 125 2533 -26 2295.230416837559 2279.6609893914865 150 GTEX 1 50 100 0.0 0.0015 125 2533 -27 2293.9533576131234 2278.4828549229146 150 GTEX 1 50 100 0.0 0.0015 125 2533 -28 2292.286112155836 2279.1140345584304 150 GTEX 1 50 100 0.0 0.0015 125 2533 -29 2292.331062114615 2276.675426642704 150 GTEX 1 50 100 0.0 0.0015 125 2533 -30 2291.0244884110184 2286.394239766516 150 GTEX 1 50 100 0.0 0.0015 125 2533 -31 2289.552009844435 2276.7677415042776 150 GTEX 1 50 100 0.0 0.0015 125 2533 -32 2289.295741617056 2272.7964196730927 150 GTEX 1 50 100 0.0 0.0015 125 2533 -33 2287.9438304036803 2272.5218519783743 150 GTEX 1 50 100 0.0 0.0015 125 2533 -34 2287.98789462739 2271.5614802719524 150 GTEX 1 50 100 0.0 0.0015 125 2533 -35 2286.1401002278885 2270.5924443582167 150 GTEX 1 50 100 0.0 0.0015 125 2533 -36 2285.7617379367143 2271.003946166528 150 GTEX 1 50 100 0.0 0.0015 125 2533 -37 2285.6452773140413 2268.9623522160173 150 GTEX 1 50 100 0.0 0.0015 125 2533 -38 2283.961961822977 2268.8162586516755 150 GTEX 1 50 100 0.0 0.0015 125 2533 -39 2283.5978501802315 2268.6754939438274 150 GTEX 1 50 100 0.0 0.0015 125 2533 -40 2282.23326851456 2267.1314191346837 150 GTEX 1 50 100 0.0 0.0015 125 2533 -41 2282.1715047015705 2267.3088239662547 150 GTEX 1 50 100 0.0 0.0015 125 2533 -42 2281.063816636697 2264.5475252680903 150 GTEX 1 50 100 0.0 0.0015 125 2533 -43 2281.35344571212 2265.5959375185657 150 GTEX 1 50 100 0.0 0.0015 125 2533 -44 2280.524851024447 2264.5174792619714 150 GTEX 1 50 100 0.0 0.0015 125 2533 -45 2279.79235495566 2263.7087096007604 150 GTEX 1 50 100 0.0 0.0015 125 2533 -46 2279.3564683932923 2266.4096475463402 150 GTEX 1 50 100 0.0 0.0015 125 2533 -47 2279.464889292658 2264.6900644048537 150 GTEX 1 50 100 0.0 0.0015 125 2533 -48 2279.418060737917 2265.2529473250356 150 GTEX 1 50 100 0.0 0.0015 125 2533 -49 2277.6663369251 2263.0114328362642 150 GTEX 1 50 100 0.0 0.0015 125 2533 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 06387c8fa..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3089.07830812481 3459.622972611692 150 GTEX 1 50 100 1.0 0.0015 125 7453 -1 2488.2656382037603 2540.8240813628804 150 GTEX 1 50 100 1.0 0.0015 125 7453 -2 2431.2975489849196 2426.7983133874463 150 GTEX 1 50 100 1.0 0.0015 125 7453 -3 2400.334027416164 2401.013873314223 150 GTEX 1 50 100 1.0 0.0015 125 7453 -4 2379.1346926948545 2393.0842145912547 150 GTEX 1 50 100 1.0 0.0015 125 7453 -5 2362.2123551248333 2377.2659058081335 150 GTEX 1 50 100 1.0 0.0015 125 7453 -6 2351.94745168971 2347.2007996301686 150 GTEX 1 50 100 1.0 0.0015 125 7453 -7 2344.2022058944885 2337.804730201402 150 GTEX 1 50 100 1.0 0.0015 125 7453 -8 2338.145684722259 2330.5756311452888 150 GTEX 1 50 100 1.0 0.0015 125 7453 -9 2333.2040834589066 2321.615148972196 150 GTEX 1 50 100 1.0 0.0015 125 7453 -10 2326.689961315045 2324.7777819035173 150 GTEX 1 50 100 1.0 0.0015 125 7453 -11 2325.4745914519267 2317.80797133065 150 GTEX 1 50 100 1.0 0.0015 125 7453 -12 2320.748757092895 2319.0558822109674 150 GTEX 1 50 100 1.0 0.0015 125 7453 -13 2317.2385868706347 2310.1521562351472 150 GTEX 1 50 100 1.0 0.0015 125 7453 -14 2314.9050161704804 2309.6602741430015 150 GTEX 1 50 100 1.0 0.0015 125 7453 -15 2311.999105316288 2306.6323451053054 150 GTEX 1 50 100 1.0 0.0015 125 7453 -16 2310.907944078567 2305.8695555712334 150 GTEX 1 50 100 1.0 0.0015 125 7453 -17 2307.5628696279264 2301.6513281992634 150 GTEX 1 50 100 1.0 0.0015 125 7453 -18 2305.3747528421095 2298.3178130755405 150 GTEX 1 50 100 1.0 0.0015 125 7453 -19 2303.7139026468176 2296.7805556380704 150 GTEX 1 50 100 1.0 0.0015 125 7453 -20 2301.9433068694216 2294.8589048204312 150 GTEX 1 50 100 1.0 0.0015 125 7453 -21 2300.82042700136 2293.551871992336 150 GTEX 1 50 100 1.0 0.0015 125 7453 -22 2299.648829564004 2291.432234267318 150 GTEX 1 50 100 1.0 0.0015 125 7453 -23 2297.6809529979137 2301.5083810784517 150 GTEX 1 50 100 1.0 0.0015 125 7453 -24 2295.936491614374 2288.859453440619 150 GTEX 1 50 100 1.0 0.0015 125 7453 -25 2294.902050378948 2288.632563253773 150 GTEX 1 50 100 1.0 0.0015 125 7453 -26 2294.21104098963 2289.727204877614 150 GTEX 1 50 100 1.0 0.0015 125 7453 -27 2292.8732482323467 2288.053666379515 150 GTEX 1 50 100 1.0 0.0015 125 7453 -28 2291.419672344559 2285.6301849713345 150 GTEX 1 50 100 1.0 0.0015 125 7453 -29 2291.2088159239 2285.6713519078244 150 GTEX 1 50 100 1.0 0.0015 125 7453 -30 2289.789197168041 2282.4916955055846 150 GTEX 1 50 100 1.0 0.0015 125 7453 -31 2288.198759429342 2281.9029824144486 150 GTEX 1 50 100 1.0 0.0015 125 7453 -32 2287.8519801978664 2281.729399358365 150 GTEX 1 50 100 1.0 0.0015 125 7453 -33 2286.507839010675 2280.702988077026 150 GTEX 1 50 100 1.0 0.0015 125 7453 -34 2285.9507004852794 2280.3970896209603 150 GTEX 1 50 100 1.0 0.0015 125 7453 -35 2285.078596544452 2281.4639493412847 150 GTEX 1 50 100 1.0 0.0015 125 7453 -36 2284.503129368588 2281.987017845473 150 GTEX 1 50 100 1.0 0.0015 125 7453 -37 2283.897601897958 2277.984752814579 150 GTEX 1 50 100 1.0 0.0015 125 7453 -38 2283.75466830297 2276.529980561579 150 GTEX 1 50 100 1.0 0.0015 125 7453 -39 2282.406215469072 2276.5886184054184 150 GTEX 1 50 100 1.0 0.0015 125 7453 -40 2281.494385539283 2277.734716147071 150 GTEX 1 50 100 1.0 0.0015 125 7453 -41 2281.3659953190604 2274.4021074998514 150 GTEX 1 50 100 1.0 0.0015 125 7453 -42 2280.6639428151325 2276.2188316896386 150 GTEX 1 50 100 1.0 0.0015 125 7453 -43 2279.8664830845387 2272.924347968156 150 GTEX 1 50 100 1.0 0.0015 125 7453 -44 2279.403632328706 2274.6157556105927 150 GTEX 1 50 100 1.0 0.0015 125 7453 -45 2279.18262378938 2277.2794788201045 150 GTEX 1 50 100 1.0 0.0015 125 7453 -46 2278.2667328780235 2272.4715850017824 150 GTEX 1 50 100 1.0 0.0015 125 7453 -47 2277.4081535335326 2272.4472953303234 150 GTEX 1 50 100 1.0 0.0015 125 7453 -48 2276.8379981634394 2270.936364699679 150 GTEX 1 50 100 1.0 0.0015 125 7453 -49 2276.395537134132 2270.761900230959 150 GTEX 1 50 100 1.0 0.0015 125 7453 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 1b20bd4e4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2711.2951007446923 2466.7685156992634 50 GTEX 1 100 100 0.5 0.0015 125 8575 -1 2407.4372258156623 2360.7143601102066 50 GTEX 1 100 100 0.5 0.0015 125 8575 -2 2368.126037397795 2336.142069885486 50 GTEX 1 100 100 0.5 0.0015 125 8575 -3 2344.321824356358 2359.9799122393356 50 GTEX 1 100 100 0.5 0.0015 125 8575 -4 2331.092026367703 2310.634223038706 50 GTEX 1 100 100 0.5 0.0015 125 8575 -5 2322.9026278629467 2300.74220467339 50 GTEX 1 100 100 0.5 0.0015 125 8575 -6 2317.091826892924 2304.405183393239 50 GTEX 1 100 100 0.5 0.0015 125 8575 -7 2311.5523928824305 2294.1801135857295 50 GTEX 1 100 100 0.5 0.0015 125 8575 -8 2307.756687782024 2292.777753590631 50 GTEX 1 100 100 0.5 0.0015 125 8575 -9 2303.5951909119344 2286.423732046845 50 GTEX 1 100 100 0.5 0.0015 125 8575 -10 2300.256024241485 2284.42559884075 50 GTEX 1 100 100 0.5 0.0015 125 8575 -11 2297.759599598028 2282.9258833620484 50 GTEX 1 100 100 0.5 0.0015 125 8575 -12 2295.9403780845223 2284.1634980988592 50 GTEX 1 100 100 0.5 0.0015 125 8575 -13 2294.3972886954766 2277.2840789678885 50 GTEX 1 100 100 0.5 0.0015 125 8575 -14 2291.4773064493766 2276.7754458583354 50 GTEX 1 100 100 0.5 0.0015 125 8575 -15 2289.8599668482457 2272.4394707625356 50 GTEX 1 100 100 0.5 0.0015 125 8575 -16 2288.7129991434063 2275.3724950057926 50 GTEX 1 100 100 0.5 0.0015 125 8575 -17 2287.175086092644 2271.4587731887177 50 GTEX 1 100 100 0.5 0.0015 125 8575 -18 2285.634912181583 2268.245978177727 50 GTEX 1 100 100 0.5 0.0015 125 8575 -19 2284.386733707385 2267.7304571463583 50 GTEX 1 100 100 0.5 0.0015 125 8575 -20 2282.8359992636842 2265.054968772279 50 GTEX 1 100 100 0.5 0.0015 125 8575 -21 2282.1723499743352 2265.3528509683933 50 GTEX 1 100 100 0.5 0.0015 125 8575 -22 2282.7380362067743 2264.1721455969287 50 GTEX 1 100 100 0.5 0.0015 125 8575 -23 2281.005567473898 2262.9689263753567 50 GTEX 1 100 100 0.5 0.0015 125 8575 -24 2279.65712802428 2262.7074944673836 50 GTEX 1 100 100 0.5 0.0015 125 8575 -25 2278.605485925204 2262.5285263931796 50 GTEX 1 100 100 0.5 0.0015 125 8575 -26 2278.3910045307466 2261.4007470888782 50 GTEX 1 100 100 0.5 0.0015 125 8575 -27 2277.931737022767 2280.311918889615 50 GTEX 1 100 100 0.5 0.0015 125 8575 -28 2277.2630479715313 2263.912643142526 50 GTEX 1 100 100 0.5 0.0015 125 8575 -29 2276.333621916303 2264.8735996724986 50 GTEX 1 100 100 0.5 0.0015 125 8575 -30 2275.724654659772 2267.365570880614 50 GTEX 1 100 100 0.5 0.0015 125 8575 -31 2274.9811489241824 2259.5612454142406 50 GTEX 1 100 100 0.5 0.0015 125 8575 -32 2274.29090388302 2259.6705665733425 50 GTEX 1 100 100 0.5 0.0015 125 8575 -33 2274.0425387251853 2260.8481236446946 50 GTEX 1 100 100 0.5 0.0015 125 8575 -34 2274.2184072953664 2258.8987080969287 50 GTEX 1 100 100 0.5 0.0015 125 8575 -35 2273.010287431423 2257.001467628624 50 GTEX 1 100 100 0.5 0.0015 125 8575 -36 2273.3659552693734 2255.3179314326876 50 GTEX 1 100 100 0.5 0.0015 125 8575 -37 2272.6994227119944 2254.96348194659 50 GTEX 1 100 100 0.5 0.0015 125 8575 -38 2273.2351532482076 2255.273750334185 50 GTEX 1 100 100 0.5 0.0015 125 8575 -39 2272.811900827793 2262.5756859144785 50 GTEX 1 100 100 0.5 0.0015 125 8575 -40 2271.2763834343145 2253.886585076046 50 GTEX 1 100 100 0.5 0.0015 125 8575 -41 2272.189569199464 2258.0989614276377 50 GTEX 1 100 100 0.5 0.0015 125 8575 -42 2271.0963128189533 2253.9529421266043 50 GTEX 1 100 100 0.5 0.0015 125 8575 -43 2271.1090661300027 2254.5756311452888 50 GTEX 1 100 100 0.5 0.0015 125 8575 -44 2271.480588847485 2254.5377735674606 50 GTEX 1 100 100 0.5 0.0015 125 8575 -45 2270.5847271896787 2253.4446626960553 50 GTEX 1 100 100 0.5 0.0015 125 8575 -46 2270.47675204617 2252.9692178588402 50 GTEX 1 100 100 0.5 0.0015 125 8575 -47 2269.711548999155 2253.9020100292596 50 GTEX 1 100 100 0.5 0.0015 125 8575 -48 2269.2189065109806 2256.3001110236455 50 GTEX 1 100 100 0.5 0.0015 125 8575 -49 2268.779193179061 2251.2112405871258 50 GTEX 1 100 100 0.5 0.0015 125 8575 -50 2269.5879900400323 2254.691545029557 50 GTEX 1 100 100 0.5 0.0015 125 8575 -51 2268.336173053023 2256.3605121569035 50 GTEX 1 100 100 0.5 0.0015 125 8575 -52 2270.303625448309 2254.7637869831274 50 GTEX 1 100 100 0.5 0.0015 125 8575 -53 2268.8907198246625 2254.084771566065 50 GTEX 1 100 100 0.5 0.0015 125 8575 -54 2269.0413025489033 2253.5226930103377 50 GTEX 1 100 100 0.5 0.0015 125 8575 -55 2268.8533197864126 2255.2062742284043 50 GTEX 1 100 100 0.5 0.0015 125 8575 -56 2268.39657520243 2253.02240616831 50 GTEX 1 100 100 0.5 0.0015 125 8575 -57 2268.0873124189206 2266.4593478010634 50 GTEX 1 100 100 0.5 0.0015 125 8575 -58 2268.259658241292 2253.121003705739 50 GTEX 1 100 100 0.5 0.0015 125 8575 -59 2268.242218601045 2258.077715159369 50 GTEX 1 100 100 0.5 0.0015 125 8575 -60 2269.748873373668 2249.700555953689 50 GTEX 1 100 100 0.5 0.0015 125 8575 -61 2268.249865022496 2256.306503702026 50 GTEX 1 100 100 0.5 0.0015 125 8575 -62 2268.0495767421125 2254.807702590304 50 GTEX 1 100 100 0.5 0.0015 125 8575 -63 2267.861484919655 2251.0149376002555 50 GTEX 1 100 100 0.5 0.0015 125 8575 -64 2267.0240589277637 2251.749531677014 50 GTEX 1 100 100 0.5 0.0015 125 8575 -65 2267.3413612798486 2251.4314155143475 50 GTEX 1 100 100 0.5 0.0015 125 8575 -66 2266.8309981073235 2253.3941794275784 50 GTEX 1 100 100 0.5 0.0015 125 8575 -67 2267.725928358459 2254.062965073966 50 GTEX 1 100 100 0.5 0.0015 125 8575 -68 2267.5160757846334 2250.4056739952175 50 GTEX 1 100 100 0.5 0.0015 125 8575 -69 2267.0804530911655 2251.0701175588165 50 GTEX 1 100 100 0.5 0.0015 125 8575 -70 2267.0582408846603 2262.9957163995664 50 GTEX 1 100 100 0.5 0.0015 125 8575 -71 2267.5576425376885 2254.2128098636526 50 GTEX 1 100 100 0.5 0.0015 125 8575 -72 2266.9027444016056 2253.0073808445222 50 GTEX 1 100 100 0.5 0.0015 125 8575 -73 2266.145354138265 2254.4408525242097 50 GTEX 1 100 100 0.5 0.0015 125 8575 -74 2266.2329971669683 2251.351840987405 50 GTEX 1 100 100 0.5 0.0015 125 8575 -75 2266.6450409873605 2249.838610050796 50 GTEX 1 100 100 0.5 0.0015 125 8575 -76 2266.6105407734185 2251.960185119861 50 GTEX 1 100 100 0.5 0.0015 125 8575 -77 2266.374914897638 2250.2677786359313 50 GTEX 1 100 100 0.5 0.0015 125 8575 -78 2266.7532566610907 2254.5696849750475 50 GTEX 1 100 100 0.5 0.0015 125 8575 -79 2266.5225370396424 2251.562799838106 50 GTEX 1 100 100 0.5 0.0015 125 8575 -80 2266.0833246253846 2250.12092851414 50 GTEX 1 100 100 0.5 0.0015 125 8575 -81 2265.7035832891147 2254.6613672060657 50 GTEX 1 100 100 0.5 0.0015 125 8575 -82 2266.7017144928186 2249.277779118643 50 GTEX 1 100 100 0.5 0.0015 125 8575 -83 2266.0493113001085 2250.983747939193 50 GTEX 1 100 100 0.5 0.0015 125 8575 -84 2265.7074757680048 2248.7602464799193 50 GTEX 1 100 100 0.5 0.0015 125 8575 -85 2265.5134187857325 2252.07846196976 50 GTEX 1 100 100 0.5 0.0015 125 8575 -86 2266.109373581627 2255.58966134075 50 GTEX 1 100 100 0.5 0.0015 125 8575 -87 2266.076802122463 2251.3894474624226 50 GTEX 1 100 100 0.5 0.0015 125 8575 -88 2265.7788788676703 2249.4038039522934 50 GTEX 1 100 100 0.5 0.0015 125 8575 -89 2266.1158660150472 2251.433461004337 50 GTEX 1 100 100 0.5 0.0015 125 8575 -90 2266.698698413527 2250.7653144865435 50 GTEX 1 100 100 0.5 0.0015 125 8575 -91 2265.3500093818907 2249.9533501106525 50 GTEX 1 100 100 0.5 0.0015 125 8575 -92 2265.4311271225047 2250.276288746881 50 GTEX 1 100 100 0.5 0.0015 125 8575 -93 2266.000925165831 2256.7260477624463 50 GTEX 1 100 100 0.5 0.0015 125 8575 -94 2265.43256836969 2248.6906278777033 50 GTEX 1 100 100 0.5 0.0015 125 8575 -95 2265.074436405738 2255.892769353018 50 GTEX 1 100 100 0.5 0.0015 125 8575 -96 2265.580796105262 2249.634468571768 50 GTEX 1 100 100 0.5 0.0015 125 8575 -97 2265.44301587092 2249.4851148482057 50 GTEX 1 100 100 0.5 0.0015 125 8575 -98 2265.6778099613707 2248.158106118554 50 GTEX 1 100 100 0.5 0.0015 125 8575 -99 2264.277346612534 2248.660385073818 50 GTEX 1 100 100 0.5 0.0015 125 8575 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index 08cebfa1b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2713.5095770587964 2426.1605879054778 50 GTEX 1 100 100 0.0 0.0015 125 8285 -1 2408.1454091969144 2350.620854018759 50 GTEX 1 100 100 0.0 0.0015 125 8285 -2 2367.3625671122386 2325.5596724245484 50 GTEX 1 100 100 0.0 0.0015 125 8285 -3 2348.2092743677463 2300.8923103129455 50 GTEX 1 100 100 0.0 0.0015 125 8285 -4 2333.9039633253174 2284.452503044796 50 GTEX 1 100 100 0.0 0.0015 125 8285 -5 2325.8172832427363 2281.233232737494 50 GTEX 1 100 100 0.0 0.0015 125 8285 -6 2319.2127103111466 2277.140065472389 50 GTEX 1 100 100 0.0 0.0015 125 8285 -7 2314.6894762573693 2270.356232733781 50 GTEX 1 100 100 0.0 0.0015 125 8285 -8 2309.2318796697987 2266.9698804267914 50 GTEX 1 100 100 0.0 0.0015 125 8285 -9 2306.806198969529 2264.775767511288 50 GTEX 1 100 100 0.0 0.0015 125 8285 -10 2303.045527133315 2259.9161845740255 50 GTEX 1 100 100 0.0 0.0015 125 8285 -11 2301.385006464685 2258.834532763115 50 GTEX 1 100 100 0.0 0.0015 125 8285 -12 2299.110029566108 2256.1198338265654 50 GTEX 1 100 100 0.0 0.0015 125 8285 -13 2296.030752641165 2253.937716988103 50 GTEX 1 100 100 0.0 0.0015 125 8285 -14 2294.027713506869 2254.317881304955 50 GTEX 1 100 100 0.0 0.0015 125 8285 -15 2292.4512435415045 2250.3976644653785 50 GTEX 1 100 100 0.0 0.0015 125 8285 -16 2291.757195095257 2247.512032976622 50 GTEX 1 100 100 0.0 0.0015 125 8285 -17 2289.314850140414 2246.186833486811 50 GTEX 1 100 100 0.0 0.0015 125 8285 -18 2287.836545827158 2251.7259918328928 50 GTEX 1 100 100 0.0 0.0015 125 8285 -19 2286.9695596845045 2246.900537759179 50 GTEX 1 100 100 0.0 0.0015 125 8285 -20 2286.227112235471 2244.64225832863 50 GTEX 1 100 100 0.0 0.0015 125 8285 -21 2284.8201258421523 2243.952981811059 50 GTEX 1 100 100 0.0 0.0015 125 8285 -22 2284.389097928371 2243.8334510716195 50 GTEX 1 100 100 0.0 0.0015 125 8285 -23 2283.203772319513 2245.1330157958055 50 GTEX 1 100 100 0.0 0.0015 125 8285 -24 2282.000442609649 2243.1401121190293 50 GTEX 1 100 100 0.0 0.0015 125 8285 -25 2281.6062004240057 2243.2879564408568 50 GTEX 1 100 100 0.0 0.0015 125 8285 -26 2280.402790227938 2244.2517967079075 50 GTEX 1 100 100 0.0 0.0015 125 8285 -27 2280.099750696498 2238.6661233067966 50 GTEX 1 100 100 0.0 0.0015 125 8285 -28 2278.8499817365173 2242.233107186089 50 GTEX 1 100 100 0.0 0.0015 125 8285 -29 2278.900178178558 2249.6463052147697 50 GTEX 1 100 100 0.0 0.0015 125 8285 -30 2278.553079323241 2237.011000716641 50 GTEX 1 100 100 0.0 0.0015 125 8285 -31 2277.5624867962397 2236.5662013296846 50 GTEX 1 100 100 0.0 0.0015 125 8285 -32 2277.0753241523184 2236.2957947009418 50 GTEX 1 100 100 0.0 0.0015 125 8285 -33 2275.9644648123913 2237.821130788825 50 GTEX 1 100 100 0.0 0.0015 125 8285 -34 2276.363478378017 2235.645877736603 50 GTEX 1 100 100 0.0 0.0015 125 8285 -35 2276.906407000964 2234.678461691273 50 GTEX 1 100 100 0.0 0.0015 125 8285 -36 2275.032513563769 2233.084799878951 50 GTEX 1 100 100 0.0 0.0015 125 8285 -37 2275.8371282883554 2235.839280045078 50 GTEX 1 100 100 0.0 0.0015 125 8285 -38 2274.377753241936 2239.3823193452204 50 GTEX 1 100 100 0.0 0.0015 125 8285 -39 2274.4383845487946 2233.141832707046 50 GTEX 1 100 100 0.0 0.0015 125 8285 -40 2274.4412451744383 2232.278996804821 50 GTEX 1 100 100 0.0 0.0015 125 8285 -41 2273.947967023196 2234.9523122809233 50 GTEX 1 100 100 0.0 0.0015 125 8285 -42 2273.5194233763086 2237.7690589817757 50 GTEX 1 100 100 0.0 0.0015 125 8285 -43 2273.244708593007 2233.5706775505732 50 GTEX 1 100 100 0.0 0.0015 125 8285 -44 2272.9083899117904 2263.349183753416 50 GTEX 1 100 100 0.0 0.0015 125 8285 -45 2273.150444007391 2239.460086720978 50 GTEX 1 100 100 0.0 0.0015 125 8285 -46 2272.5271416705727 2233.4790790978495 50 GTEX 1 100 100 0.0 0.0015 125 8285 -47 2272.8775861060544 2232.148287580947 50 GTEX 1 100 100 0.0 0.0015 125 8285 -48 2273.136794826354 2236.6286581641366 50 GTEX 1 100 100 0.0 0.0015 125 8285 -49 2272.569166609588 2234.7818561742515 50 GTEX 1 100 100 0.0 0.0015 125 8285 -50 2272.537521708839 2234.0028384828747 50 GTEX 1 100 100 0.0 0.0015 125 8285 -51 2271.072306396768 2231.8917790982205 50 GTEX 1 100 100 0.0 0.0015 125 8285 -52 2271.6712838222575 2231.3855931967382 50 GTEX 1 100 100 0.0 0.0015 125 8285 -53 2271.2474426224403 2232.7646489016456 50 GTEX 1 100 100 0.0 0.0015 125 8285 -54 2272.265404842768 2230.5850941473086 50 GTEX 1 100 100 0.0 0.0015 125 8285 -55 2270.885539901764 2232.9636483428144 50 GTEX 1 100 100 0.0 0.0015 125 8285 -56 2270.608460072241 2231.5597311389765 50 GTEX 1 100 100 0.0 0.0015 125 8285 -57 2270.3931519212297 2228.4082235474098 50 GTEX 1 100 100 0.0 0.0015 125 8285 -58 2271.7314634160934 2231.646762862405 50 GTEX 1 100 100 0.0 0.0015 125 8285 -59 2270.164298130389 2233.5709862074473 50 GTEX 1 100 100 0.0 0.0015 125 8285 -60 2270.6212491262822 2229.198416010055 50 GTEX 1 100 100 0.0 0.0015 125 8285 -61 2269.8308872163666 2228.6584646710876 50 GTEX 1 100 100 0.0 0.0015 125 8285 -62 2270.000531696349 2235.2272721787367 50 GTEX 1 100 100 0.0 0.0015 125 8285 -63 2270.435679067336 2230.160020719463 50 GTEX 1 100 100 0.0 0.0015 125 8285 -64 2270.447886304895 2228.4146909532437 50 GTEX 1 100 100 0.0 0.0015 125 8285 -65 2269.546977354932 2229.291024211695 50 GTEX 1 100 100 0.0 0.0015 125 8285 -66 2269.3586022189743 2232.877250410305 50 GTEX 1 100 100 0.0 0.0015 125 8285 -67 2269.3326641021113 2230.833891777938 50 GTEX 1 100 100 0.0 0.0015 125 8285 -68 2269.2058796603087 2230.2333566643892 50 GTEX 1 100 100 0.0 0.0015 125 8285 -69 2269.3191846358154 2227.2938162800024 50 GTEX 1 100 100 0.0 0.0015 125 8285 -70 2269.6175736584155 2233.1835099717055 50 GTEX 1 100 100 0.0 0.0015 125 8285 -71 2268.73821316811 2229.1112900650546 50 GTEX 1 100 100 0.0 0.0015 125 8285 -72 2270.0269954492414 2228.203242196783 50 GTEX 1 100 100 0.0 0.0015 125 8285 -73 2269.3092587347 2231.805405301286 50 GTEX 1 100 100 0.0 0.0015 125 8285 -74 2269.0110567567767 2232.8601835417658 50 GTEX 1 100 100 0.0 0.0015 125 8285 -75 2270.0642556617313 2230.4709714012 50 GTEX 1 100 100 0.0 0.0015 125 8285 -76 2269.7069621881437 2228.8418750835463 50 GTEX 1 100 100 0.0 0.0015 125 8285 -77 2269.5923231686384 2229.6182102449948 50 GTEX 1 100 100 0.0 0.0015 125 8285 -78 2268.606908991431 2228.939921680059 50 GTEX 1 100 100 0.0 0.0015 125 8285 -79 2268.7692765102624 2228.991539088492 50 GTEX 1 100 100 0.0 0.0015 125 8285 -80 2269.042789570845 2233.1026427990582 50 GTEX 1 100 100 0.0 0.0015 125 8285 -81 2268.997101155659 2231.5989020169914 50 GTEX 1 100 100 0.0 0.0015 125 8285 -82 2268.8476854169003 2229.569166292256 50 GTEX 1 100 100 0.0 0.0015 125 8285 -83 2267.960313338645 2228.8273405938094 50 GTEX 1 100 100 0.0 0.0015 125 8285 -84 2268.426373665595 2230.225114597567 50 GTEX 1 100 100 0.0 0.0015 125 8285 -85 2268.935338090538 2228.1186999186816 50 GTEX 1 100 100 0.0 0.0015 125 8285 -86 2267.5832917449266 2230.9224579669676 50 GTEX 1 100 100 0.0 0.0015 125 8285 -87 2268.9770104736767 2227.2875758414034 50 GTEX 1 100 100 0.0 0.0015 125 8285 -88 2268.4861078130366 2230.3989524696262 50 GTEX 1 100 100 0.0 0.0015 125 8285 -89 2267.4845084817657 2227.9599644185923 50 GTEX 1 100 100 0.0 0.0015 125 8285 -90 2268.944296996722 2228.7273469061906 50 GTEX 1 100 100 0.0 0.0015 125 8285 -91 2268.3116985162687 2226.9211801739248 50 GTEX 1 100 100 0.0 0.0015 125 8285 -92 2267.9345552777495 2226.3701345929626 50 GTEX 1 100 100 0.0 0.0015 125 8285 -93 2268.3295086354656 2229.3388878419823 50 GTEX 1 100 100 0.0 0.0015 125 8285 -94 2268.0726248601227 2229.3893602030357 50 GTEX 1 100 100 0.0 0.0015 125 8285 -95 2267.7952185985696 2231.10541398081 50 GTEX 1 100 100 0.0 0.0015 125 8285 -96 2267.344616445201 2227.76919428024 50 GTEX 1 100 100 0.0 0.0015 125 8285 -97 2268.58836111212 2227.7102733075394 50 GTEX 1 100 100 0.0 0.0015 125 8285 -98 2268.4935560491376 2228.9449374702945 50 GTEX 1 100 100 0.0 0.0015 125 8285 -99 2268.4132838391747 2229.1931632734522 50 GTEX 1 100 100 0.0 0.0015 125 8285 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index 9c45caa7d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2710.755155269002 2489.2162217985087 50 GTEX 1 100 100 1.0 0.0015 125 6010 -1 2405.5172641230724 2411.237935925618 50 GTEX 1 100 100 1.0 0.0015 125 6010 -2 2363.0540568141305 2352.9297557294144 50 GTEX 1 100 100 1.0 0.0015 125 6010 -3 2344.0159803410447 2360.154221219255 50 GTEX 1 100 100 1.0 0.0015 125 6010 -4 2330.297901386065 2324.009805077382 50 GTEX 1 100 100 1.0 0.0015 125 6010 -5 2322.23830822487 2319.89241288914 50 GTEX 1 100 100 1.0 0.0015 125 6010 -6 2314.682024642962 2319.3369117417715 50 GTEX 1 100 100 1.0 0.0015 125 6010 -7 2310.060030871011 2306.807231482444 50 GTEX 1 100 100 1.0 0.0015 125 6010 -8 2306.174463788068 2314.1154037881715 50 GTEX 1 100 100 1.0 0.0015 125 6010 -9 2301.5193111185567 2296.591873923182 50 GTEX 1 100 100 1.0 0.0015 125 6010 -10 2298.946716095838 2303.0875661871733 50 GTEX 1 100 100 1.0 0.0015 125 6010 -11 2296.568873315902 2294.9965430430134 50 GTEX 1 100 100 1.0 0.0015 125 6010 -12 2294.2971687320924 2291.253662109375 50 GTEX 1 100 100 1.0 0.0015 125 6010 -13 2291.849485460803 2290.5698683125893 50 GTEX 1 100 100 1.0 0.0015 125 6010 -14 2289.4100764342998 2291.9330595183283 50 GTEX 1 100 100 1.0 0.0015 125 6010 -15 2288.2828415689037 2286.7436602342264 50 GTEX 1 100 100 1.0 0.0015 125 6010 -16 2286.491770137385 2287.8478665079906 50 GTEX 1 100 100 1.0 0.0015 125 6010 -17 2285.045446982363 2290.489970276111 50 GTEX 1 100 100 1.0 0.0015 125 6010 -18 2283.697594584313 2287.0614101859555 50 GTEX 1 100 100 1.0 0.0015 125 6010 -19 2283.0707094122595 2282.9099028264613 50 GTEX 1 100 100 1.0 0.0015 125 6010 -20 2283.01732361736 2282.2726609842857 50 GTEX 1 100 100 1.0 0.0015 125 6010 -21 2282.1608982394437 2285.2865361550917 50 GTEX 1 100 100 1.0 0.0015 125 6010 -22 2280.3391451627613 2282.5584340838877 50 GTEX 1 100 100 1.0 0.0015 125 6010 -23 2278.8665207616755 2281.197985050796 50 GTEX 1 100 100 1.0 0.0015 125 6010 -24 2279.306258463817 2280.0782855944035 50 GTEX 1 100 100 1.0 0.0015 125 6010 -25 2277.5002599748223 2275.4754369467382 50 GTEX 1 100 100 1.0 0.0015 125 6010 -26 2276.416272943597 2274.4779526162965 50 GTEX 1 100 100 1.0 0.0015 125 6010 -27 2276.3575666263814 2277.1752154564224 50 GTEX 1 100 100 1.0 0.0015 125 6010 -28 2275.678969081332 2273.610698743465 50 GTEX 1 100 100 1.0 0.0015 125 6010 -29 2274.826086643695 2276.635015799519 50 GTEX 1 100 100 1.0 0.0015 125 6010 -30 2274.4641868113413 2274.0717740947302 50 GTEX 1 100 100 1.0 0.0015 125 6010 -31 2273.987796914405 2280.8580837467325 50 GTEX 1 100 100 1.0 0.0015 125 6010 -32 2273.63080524474 2272.3455411381597 50 GTEX 1 100 100 1.0 0.0015 125 6010 -33 2272.9338765219395 2271.8311113132722 50 GTEX 1 100 100 1.0 0.0015 125 6010 -34 2272.99279046313 2272.9404946678947 50 GTEX 1 100 100 1.0 0.0015 125 6010 -35 2271.943385086229 2274.5401537064818 50 GTEX 1 100 100 1.0 0.0015 125 6010 -36 2272.783810111151 2271.785684447778 50 GTEX 1 100 100 1.0 0.0015 125 6010 -37 2271.9286566267197 2270.7472309069035 50 GTEX 1 100 100 1.0 0.0015 125 6010 -38 2271.050005812749 2269.7836654140924 50 GTEX 1 100 100 1.0 0.0015 125 6010 -39 2270.746408680317 2269.7794546845294 50 GTEX 1 100 100 1.0 0.0015 125 6010 -40 2270.4246358237824 2269.910877532379 50 GTEX 1 100 100 1.0 0.0015 125 6010 -41 2269.5343479838684 2271.8387492944985 50 GTEX 1 100 100 1.0 0.0015 125 6010 -42 2270.4846043379716 2271.83827586591 50 GTEX 1 100 100 1.0 0.0015 125 6010 -43 2269.394787846516 2273.3482981634684 50 GTEX 1 100 100 1.0 0.0015 125 6010 -44 2269.4049765849877 2270.8721436475166 50 GTEX 1 100 100 1.0 0.0015 125 6010 -45 2269.4296193407445 2272.377353218572 50 GTEX 1 100 100 1.0 0.0015 125 6010 -46 2268.64284052395 2268.9670628304716 50 GTEX 1 100 100 1.0 0.0015 125 6010 -47 2267.879474991665 2271.4168854339946 50 GTEX 1 100 100 1.0 0.0015 125 6010 -48 2268.6467814080324 2267.6097653465126 50 GTEX 1 100 100 1.0 0.0015 125 6010 -49 2269.3626458706062 2267.572398370663 50 GTEX 1 100 100 1.0 0.0015 125 6010 -50 2267.6784286555435 2267.045017489009 50 GTEX 1 100 100 1.0 0.0015 125 6010 -51 2266.8440504629157 2267.0676506245545 50 GTEX 1 100 100 1.0 0.0015 125 6010 -52 2267.1106690974652 2265.8334793845056 50 GTEX 1 100 100 1.0 0.0015 125 6010 -53 2267.7716554565363 2267.45158821367 50 GTEX 1 100 100 1.0 0.0015 125 6010 -54 2266.859221428919 2268.1135114662547 50 GTEX 1 100 100 1.0 0.0015 125 6010 -55 2267.169624300407 2268.191085061193 50 GTEX 1 100 100 1.0 0.0015 125 6010 -56 2265.9661163139886 2268.687444302519 50 GTEX 1 100 100 1.0 0.0015 125 6010 -57 2267.3304767393065 2265.0115572273053 50 GTEX 1 100 100 1.0 0.0015 125 6010 -58 2267.092644752413 2265.5095567594462 50 GTEX 1 100 100 1.0 0.0015 125 6010 -59 2266.8464799032577 2265.9379460439936 50 GTEX 1 100 100 1.0 0.0015 125 6010 -60 2266.9176692928395 2265.345546243762 50 GTEX 1 100 100 1.0 0.0015 125 6010 -61 2266.674333323568 2266.192499313064 50 GTEX 1 100 100 1.0 0.0015 125 6010 -62 2266.1418791251435 2267.8277745700157 50 GTEX 1 100 100 1.0 0.0015 125 6010 -63 2266.498175211941 2267.7680343801985 50 GTEX 1 100 100 1.0 0.0015 125 6010 -64 2265.9577945666115 2270.320261908121 50 GTEX 1 100 100 1.0 0.0015 125 6010 -65 2266.974483939276 2267.224487768833 50 GTEX 1 100 100 1.0 0.0015 125 6010 -66 2266.2445096082115 2265.0561328496315 50 GTEX 1 100 100 1.0 0.0015 125 6010 -67 2265.5533142831264 2267.6206282118883 50 GTEX 1 100 100 1.0 0.0015 125 6010 -68 2265.5496401562664 2263.541519687203 50 GTEX 1 100 100 1.0 0.0015 125 6010 -69 2266.0001973085373 2267.5989210469643 50 GTEX 1 100 100 1.0 0.0015 125 6010 -70 2265.7286992655822 2265.210463607266 50 GTEX 1 100 100 1.0 0.0015 125 6010 -71 2266.161454886258 2273.6183060910766 50 GTEX 1 100 100 1.0 0.0015 125 6010 -72 2264.8712529945715 2268.048650821352 50 GTEX 1 100 100 1.0 0.0015 125 6010 -73 2265.8054805766496 2265.6517231872326 50 GTEX 1 100 100 1.0 0.0015 125 6010 -74 2264.545768282463 2264.252808081333 50 GTEX 1 100 100 1.0 0.0015 125 6010 -75 2264.9709544864313 2265.4454893395023 50 GTEX 1 100 100 1.0 0.0015 125 6010 -76 2265.600049431578 2266.808183909369 50 GTEX 1 100 100 1.0 0.0015 125 6010 -77 2265.3833732987778 2265.417206158656 50 GTEX 1 100 100 1.0 0.0015 125 6010 -78 2265.3728670769183 2268.4770735243883 50 GTEX 1 100 100 1.0 0.0015 125 6010 -79 2264.5775932391794 2270.7692179516694 50 GTEX 1 100 100 1.0 0.0015 125 6010 -80 2265.057427667118 2263.3404489959603 50 GTEX 1 100 100 1.0 0.0015 125 6010 -81 2264.7030280864615 2268.8638762847554 50 GTEX 1 100 100 1.0 0.0015 125 6010 -82 2264.6954482769506 2263.6210445505585 50 GTEX 1 100 100 1.0 0.0015 125 6010 -83 2266.5269259231904 2265.215378909963 50 GTEX 1 100 100 1.0 0.0015 125 6010 -84 2265.2957400697405 2266.0598047060657 50 GTEX 1 100 100 1.0 0.0015 125 6010 -85 2264.6933149412516 2268.7445481449026 50 GTEX 1 100 100 1.0 0.0015 125 6010 -86 2264.516836599751 2267.6142499220236 50 GTEX 1 100 100 1.0 0.0015 125 6010 -87 2263.6580770187725 2271.489127851711 50 GTEX 1 100 100 1.0 0.0015 125 6010 -88 2263.788142801351 2265.780699987375 50 GTEX 1 100 100 1.0 0.0015 125 6010 -89 2264.8542657636394 2264.1762686029588 50 GTEX 1 100 100 1.0 0.0015 125 6010 -90 2263.877733513661 2264.514549110326 50 GTEX 1 100 100 1.0 0.0015 125 6010 -91 2264.3492505009176 2265.5292532453063 50 GTEX 1 100 100 1.0 0.0015 125 6010 -92 2265.1818079671903 2268.8646309856226 50 GTEX 1 100 100 1.0 0.0015 125 6010 -93 2263.2212880619027 2267.7116439297174 50 GTEX 1 100 100 1.0 0.0015 125 6010 -94 2263.8816951833505 2264.967996227424 50 GTEX 1 100 100 1.0 0.0015 125 6010 -95 2264.8529155244037 2264.7811177184826 50 GTEX 1 100 100 1.0 0.0015 125 6010 -96 2263.8654337466246 2263.7393399662847 50 GTEX 1 100 100 1.0 0.0015 125 6010 -97 2264.247624380455 2264.0059675209422 50 GTEX 1 100 100 1.0 0.0015 125 6010 -98 2263.941828899277 2264.7225643491565 50 GTEX 1 100 100 1.0 0.0015 125 6010 -99 2264.1490826790596 2264.3645952464058 50 GTEX 1 100 100 1.0 0.0015 125 6010 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index b850dbd75..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2709.7796248285576 2536.135538427549 50 GTEX 1 50 100 0.5 0.0015 125 9264 -1 2401.7625927770478 2389.807521573491 50 GTEX 1 50 100 0.5 0.0015 125 9264 -2 2361.9160779302447 2372.554409012595 50 GTEX 1 50 100 0.5 0.0015 125 9264 -3 2342.341145609832 2380.4428520637775 50 GTEX 1 50 100 0.5 0.0015 125 9264 -4 2328.5780518377574 2336.434767110266 50 GTEX 1 50 100 0.5 0.0015 125 9264 -5 2320.0619581300502 2343.024279460254 50 GTEX 1 50 100 0.5 0.0015 125 9264 -6 2313.332902981863 2334.330927047439 50 GTEX 1 50 100 0.5 0.0015 125 9264 -7 2308.765624123188 2315.5673113340663 50 GTEX 1 50 100 0.5 0.0015 125 9264 -8 2304.960168690418 2315.7814054888013 50 GTEX 1 50 100 0.5 0.0015 125 9264 -9 2301.338154468111 2320.9214345257546 50 GTEX 1 50 100 0.5 0.0015 125 9264 -10 2297.3506909486573 2309.364041984761 50 GTEX 1 50 100 0.5 0.0015 125 9264 -11 2294.700592998417 2311.7361972359195 50 GTEX 1 50 100 0.5 0.0015 125 9264 -12 2293.2043185735233 2303.085837244534 50 GTEX 1 50 100 0.5 0.0015 125 9264 -13 2289.828469251949 2309.6811407401083 50 GTEX 1 50 100 0.5 0.0015 125 9264 -14 2289.4769325663324 2302.4302347277508 50 GTEX 1 50 100 0.5 0.0015 125 9264 -15 2287.8130473887086 2301.064746929212 50 GTEX 1 50 100 0.5 0.0015 125 9264 -16 2285.8775939199986 2298.9758036218213 50 GTEX 1 50 100 0.5 0.0015 125 9264 -17 2284.4956561433382 2298.1765647278994 50 GTEX 1 50 100 0.5 0.0015 125 9264 -18 2283.1696139591804 2295.8340182576344 50 GTEX 1 50 100 0.5 0.0015 125 9264 -19 2281.403525589713 2294.5268749628685 50 GTEX 1 50 100 0.5 0.0015 125 9264 -20 2280.7195806764203 2294.4540189445697 50 GTEX 1 50 100 0.5 0.0015 125 9264 -21 2279.7978523103693 2292.6445173256297 50 GTEX 1 50 100 0.5 0.0015 125 9264 -22 2279.8912386138195 2291.7126794387177 50 GTEX 1 50 100 0.5 0.0015 125 9264 -23 2277.6464735180016 2290.511089368465 50 GTEX 1 50 100 0.5 0.0015 125 9264 -24 2276.863191247805 2291.6054176939756 50 GTEX 1 50 100 0.5 0.0015 125 9264 -25 2276.714106944064 2293.5457949330143 50 GTEX 1 50 100 0.5 0.0015 125 9264 -26 2274.879420784039 2291.18196042137 50 GTEX 1 50 100 0.5 0.0015 125 9264 -27 2275.4445501891437 2292.506558378386 50 GTEX 1 50 100 0.5 0.0015 125 9264 -28 2274.3419131815617 2298.494707346869 50 GTEX 1 50 100 0.5 0.0015 125 9264 -29 2273.8648635350096 2285.5654487174725 50 GTEX 1 50 100 0.5 0.0015 125 9264 -30 2273.316747226798 2287.5003156190587 50 GTEX 1 50 100 0.5 0.0015 125 9264 -31 2272.908107578257 2284.932648749406 50 GTEX 1 50 100 0.5 0.0015 125 9264 -32 2272.5600027098653 2284.99293013308 50 GTEX 1 50 100 0.5 0.0015 125 9264 -33 2272.5796830695194 2286.3811341492396 50 GTEX 1 50 100 0.5 0.0015 125 9264 -34 2270.6129432388907 2284.2281364179835 50 GTEX 1 50 100 0.5 0.0015 125 9264 -35 2271.777392774118 2286.3277527551686 50 GTEX 1 50 100 0.5 0.0015 125 9264 -36 2271.03497642613 2284.2338500512415 50 GTEX 1 50 100 0.5 0.0015 125 9264 -37 2269.21652604318 2280.794985927103 50 GTEX 1 50 100 0.5 0.0015 125 9264 -38 2269.669479755334 2281.5343198594937 50 GTEX 1 50 100 0.5 0.0015 125 9264 -39 2269.1727447203525 2281.46600272175 50 GTEX 1 50 100 0.5 0.0015 125 9264 -40 2269.2401183779016 2288.7698115939875 50 GTEX 1 50 100 0.5 0.0015 125 9264 -41 2268.6448119072747 2282.27497103731 50 GTEX 1 50 100 0.5 0.0015 125 9264 -42 2268.785209864488 2283.9696917515744 50 GTEX 1 50 100 0.5 0.0015 125 9264 -43 2268.0876303278205 2283.3975324159337 50 GTEX 1 50 100 0.5 0.0015 125 9264 -44 2268.029492868319 2279.609705007575 50 GTEX 1 50 100 0.5 0.0015 125 9264 -45 2267.9514232880088 2283.2139925068323 50 GTEX 1 50 100 0.5 0.0015 125 9264 -46 2267.4750979915016 2284.3907544966432 50 GTEX 1 50 100 0.5 0.0015 125 9264 -47 2268.5858515981913 2279.0380915072483 50 GTEX 1 50 100 0.5 0.0015 125 9264 -48 2266.840449343567 2280.1709193240554 50 GTEX 1 50 100 0.5 0.0015 125 9264 -49 2266.8765303209916 2281.9994615910173 50 GTEX 1 50 100 0.5 0.0015 125 9264 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index 017ef3810..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2708.2849351128016 2540.3385882359494 50 GTEX 1 50 100 0.0 0.0015 125 7908 -1 2405.538941499914 2395.7913057160467 50 GTEX 1 50 100 0.0 0.0015 125 7908 -2 2363.8811315220387 2355.859844715423 50 GTEX 1 50 100 0.0 0.0015 125 7908 -3 2343.437206190542 2334.6092603560182 50 GTEX 1 50 100 0.0 0.0015 125 7908 -4 2330.6625383424825 2318.8967391909755 50 GTEX 1 50 100 0.0 0.0015 125 7908 -5 2323.3826812102648 2312.278663780299 50 GTEX 1 50 100 0.0 0.0015 125 7908 -6 2315.28382775055 2310.475246182866 50 GTEX 1 50 100 0.0 0.0015 125 7908 -7 2310.2168355321032 2305.9310098510277 50 GTEX 1 50 100 0.0 0.0015 125 7908 -8 2306.9752506084046 2298.3283575369833 50 GTEX 1 50 100 0.0 0.0015 125 7908 -9 2302.727395471605 2299.3806816072065 50 GTEX 1 50 100 0.0 0.0015 125 7908 -10 2299.79439377616 2292.215127343007 50 GTEX 1 50 100 0.0 0.0015 125 7908 -11 2296.5461600370036 2290.6859915265563 50 GTEX 1 50 100 0.0 0.0015 125 7908 -12 2295.4634767223893 2291.596678295063 50 GTEX 1 50 100 0.0 0.0015 125 7908 -13 2292.577933158645 2287.599615408894 50 GTEX 1 50 100 0.0 0.0015 125 7908 -14 2290.3800329279093 2290.4209323201344 50 GTEX 1 50 100 0.0 0.0015 125 7908 -15 2288.6167976538154 2281.7848772984494 50 GTEX 1 50 100 0.0 0.0015 125 7908 -16 2288.056560138796 2283.7925556603495 50 GTEX 1 50 100 0.0 0.0015 125 7908 -17 2286.198547318151 2282.8799004500356 50 GTEX 1 50 100 0.0 0.0015 125 7908 -18 2285.021146518622 2282.8274273890506 50 GTEX 1 50 100 0.0 0.0015 125 7908 -19 2283.0105219529023 2284.3309609300736 50 GTEX 1 50 100 0.0 0.0015 125 7908 -20 2282.2519470646803 2280.160863143863 50 GTEX 1 50 100 0.0 0.0015 125 7908 -21 2280.9120994721798 2280.114521911389 50 GTEX 1 50 100 0.0 0.0015 125 7908 -22 2279.8334898271214 2274.3587850708473 50 GTEX 1 50 100 0.0 0.0015 125 7908 -23 2279.088856304713 2277.7083638122326 50 GTEX 1 50 100 0.0 0.0015 125 7908 -24 2279.1711933816564 2280.587606567847 50 GTEX 1 50 100 0.0 0.0015 125 7908 -25 2277.8709916271655 2273.5378158047174 50 GTEX 1 50 100 0.0 0.0015 125 7908 -26 2277.061551495491 2273.778413141635 50 GTEX 1 50 100 0.0 0.0015 125 7908 -27 2276.5765710050787 2284.2560441049786 50 GTEX 1 50 100 0.0 0.0015 125 7908 -28 2275.9389090630198 2281.3377430266755 50 GTEX 1 50 100 0.0 0.0015 125 7908 -29 2275.6071041853033 2272.961247549311 50 GTEX 1 50 100 0.0 0.0015 125 7908 -30 2275.5631965241514 2277.0695206674786 50 GTEX 1 50 100 0.0 0.0015 125 7908 -31 2274.556858126007 2270.599616337185 50 GTEX 1 50 100 0.0 0.0015 125 7908 -32 2274.0995838185027 2270.0089635812737 50 GTEX 1 50 100 0.0 0.0015 125 7908 -33 2273.0928524021765 2270.0857843319272 50 GTEX 1 50 100 0.0 0.0015 125 7908 -34 2272.4789741720006 2271.078540410379 50 GTEX 1 50 100 0.0 0.0015 125 7908 -35 2272.785046957936 2271.085599137803 50 GTEX 1 50 100 0.0 0.0015 125 7908 -36 2272.094813392698 2269.991971672261 50 GTEX 1 50 100 0.0 0.0015 125 7908 -37 2271.6427319281784 2276.0460163305015 50 GTEX 1 50 100 0.0 0.0015 125 7908 -38 2271.0549109323833 2266.356088384476 50 GTEX 1 50 100 0.0 0.0015 125 7908 -39 2270.8623062606043 2270.7068474483126 50 GTEX 1 50 100 0.0 0.0015 125 7908 -40 2269.899094154984 2266.6810293451463 50 GTEX 1 50 100 0.0 0.0015 125 7908 -41 2270.6352809069085 2268.7709584979502 50 GTEX 1 50 100 0.0 0.0015 125 7908 -42 2269.3257850202926 2271.6185678692373 50 GTEX 1 50 100 0.0 0.0015 125 7908 -43 2270.838835519106 2264.3743845428353 50 GTEX 1 50 100 0.0 0.0015 125 7908 -44 2271.070389401589 2268.291814883852 50 GTEX 1 50 100 0.0 0.0015 125 7908 -45 2269.4475510531647 2266.239501953125 50 GTEX 1 50 100 0.0 0.0015 125 7908 -46 2268.9881977723194 2265.8510779319154 50 GTEX 1 50 100 0.0 0.0015 125 7908 -47 2268.712640630364 2266.274442375386 50 GTEX 1 50 100 0.0 0.0015 125 7908 -48 2268.288373351387 2263.067611172172 50 GTEX 1 50 100 0.0 0.0015 125 7908 -49 2268.5002723791363 2286.4091861855395 50 GTEX 1 50 100 0.0 0.0015 125 7908 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index fef4ff64e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0015lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2716.399789570226 2461.1890149714827 50 GTEX 1 50 100 1.0 0.0015 125 9161 -1 2404.2093721838855 2380.1847633971006 50 GTEX 1 50 100 1.0 0.0015 125 9161 -2 2366.1420784194024 2348.6243715467563 50 GTEX 1 50 100 1.0 0.0015 125 9161 -3 2344.7650770181535 2327.332189523675 50 GTEX 1 50 100 1.0 0.0015 125 9161 -4 2331.5940449957334 2330.2033394353016 50 GTEX 1 50 100 1.0 0.0015 125 9161 -5 2323.4002688512564 2316.352340408151 50 GTEX 1 50 100 1.0 0.0015 125 9161 -6 2316.5345518427084 2316.38516479028 50 GTEX 1 50 100 1.0 0.0015 125 9161 -7 2311.6141538328866 2296.3923242373157 50 GTEX 1 50 100 1.0 0.0015 125 9161 -8 2306.2378106855144 2294.1118888129754 50 GTEX 1 50 100 1.0 0.0015 125 9161 -9 2304.171924230427 2300.4316438740198 50 GTEX 1 50 100 1.0 0.0015 125 9161 -10 2299.9713694249185 2292.646842695461 50 GTEX 1 50 100 1.0 0.0015 125 9161 -11 2297.623192735291 2288.174086654141 50 GTEX 1 50 100 1.0 0.0015 125 9161 -12 2294.876049337914 2292.6934805170213 50 GTEX 1 50 100 1.0 0.0015 125 9161 -13 2293.1720755836886 2280.055906346542 50 GTEX 1 50 100 1.0 0.0015 125 9161 -14 2290.7848685782274 2283.235806425261 50 GTEX 1 50 100 1.0 0.0015 125 9161 -15 2290.1599938850086 2278.5672677043726 50 GTEX 1 50 100 1.0 0.0015 125 9161 -16 2287.6390851114397 2286.9046445201107 50 GTEX 1 50 100 1.0 0.0015 125 9161 -17 2287.225425970848 2274.9157041832523 50 GTEX 1 50 100 1.0 0.0015 125 9161 -18 2285.8457899036207 2275.024067345681 50 GTEX 1 50 100 1.0 0.0015 125 9161 -19 2284.9915459571325 2271.9687564980395 50 GTEX 1 50 100 1.0 0.0015 125 9161 -20 2282.805177638029 2273.1860769293608 50 GTEX 1 50 100 1.0 0.0015 125 9161 -21 2282.317590771727 2273.8915899588583 50 GTEX 1 50 100 1.0 0.0015 125 9161 -22 2281.650310551414 2270.6970623291945 50 GTEX 1 50 100 1.0 0.0015 125 9161 -23 2280.161496122221 2267.8239750735206 50 GTEX 1 50 100 1.0 0.0015 125 9161 -24 2279.6254151190074 2282.4570136124644 50 GTEX 1 50 100 1.0 0.0015 125 9161 -25 2279.527097082093 2269.481955872742 50 GTEX 1 50 100 1.0 0.0015 125 9161 -26 2278.819873242868 2266.984563443144 50 GTEX 1 50 100 1.0 0.0015 125 9161 -27 2276.8303023310414 2272.740810843928 50 GTEX 1 50 100 1.0 0.0015 125 9161 -28 2276.5760273557157 2266.481547888694 50 GTEX 1 50 100 1.0 0.0015 125 9161 -29 2275.892507077422 2269.8526086843513 50 GTEX 1 50 100 1.0 0.0015 125 9161 -30 2275.2043127195125 2270.38422582358 50 GTEX 1 50 100 1.0 0.0015 125 9161 -31 2274.8553136316036 2266.4378077285824 50 GTEX 1 50 100 1.0 0.0015 125 9161 -32 2273.81373125066 2267.59053161389 50 GTEX 1 50 100 1.0 0.0015 125 9161 -33 2273.829398260281 2263.5316445238236 50 GTEX 1 50 100 1.0 0.0015 125 9161 -34 2273.9460461081503 2267.2194304375594 50 GTEX 1 50 100 1.0 0.0015 125 9161 -35 2272.714497177077 2261.9470846081867 50 GTEX 1 50 100 1.0 0.0015 125 9161 -36 2272.560708440545 2262.198248221394 50 GTEX 1 50 100 1.0 0.0015 125 9161 -37 2272.0940958250535 2265.1513161314756 50 GTEX 1 50 100 1.0 0.0015 125 9161 -38 2271.8525569597846 2260.946200874822 50 GTEX 1 50 100 1.0 0.0015 125 9161 -39 2271.284745695574 2264.9367866080975 50 GTEX 1 50 100 1.0 0.0015 125 9161 -40 2272.0039593487163 2261.6577445490734 50 GTEX 1 50 100 1.0 0.0015 125 9161 -41 2270.9399346238497 2262.426700258436 50 GTEX 1 50 100 1.0 0.0015 125 9161 -42 2270.949263080594 2266.065174407379 50 GTEX 1 50 100 1.0 0.0015 125 9161 -43 2270.389996403007 2263.0329928670094 50 GTEX 1 50 100 1.0 0.0015 125 9161 -44 2270.007845019418 2262.7494708739305 50 GTEX 1 50 100 1.0 0.0015 125 9161 -45 2270.0038618936173 2260.1103418154407 50 GTEX 1 50 100 1.0 0.0015 125 9161 -46 2269.0395979485893 2263.013920192936 50 GTEX 1 50 100 1.0 0.0015 125 9161 -47 2269.4596438409408 2259.5139062685657 50 GTEX 1 50 100 1.0 0.0015 125 9161 -48 2269.1397570590602 2258.7952880859375 50 GTEX 1 50 100 1.0 0.0015 125 9161 -49 2269.256256364625 2261.605526304064 50 GTEX 1 50 100 1.0 0.0015 125 9161 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 0debbf0f0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3112.5756187354345 3211.3206327605158 100 GTEX 1 100 100 0.5 0.001 125 5852 -1 2498.5252450999606 2490.3348244786716 100 GTEX 1 100 100 0.5 0.001 125 5852 -2 2435.645115722708 2407.3505896506654 100 GTEX 1 100 100 0.5 0.001 125 5852 -3 2402.237796347056 2460.7419684232414 100 GTEX 1 100 100 0.5 0.001 125 5852 -4 2381.004035502436 2392.3273638010933 100 GTEX 1 100 100 0.5 0.001 125 5852 -5 2365.1299220369524 2365.3314696337334 100 GTEX 1 100 100 0.5 0.001 125 5852 -6 2352.9912671566362 2348.532104028042 100 GTEX 1 100 100 0.5 0.001 125 5852 -7 2344.098165420012 2344.850766026022 100 GTEX 1 100 100 0.5 0.001 125 5852 -8 2339.723435993946 2331.797185049311 100 GTEX 1 100 100 0.5 0.001 125 5852 -9 2332.0814387312507 2336.1579710521623 100 GTEX 1 100 100 0.5 0.001 125 5852 -10 2328.674579320972 2326.3760118375712 100 GTEX 1 100 100 0.5 0.001 125 5852 -11 2324.5332771124777 2341.114812002436 100 GTEX 1 100 100 0.5 0.001 125 5852 -12 2320.8743953864 2316.710984842859 100 GTEX 1 100 100 0.5 0.001 125 5852 -13 2318.6414773130514 2313.364855632129 100 GTEX 1 100 100 0.5 0.001 125 5852 -14 2314.679450992799 2310.0502567653875 100 GTEX 1 100 100 0.5 0.001 125 5852 -15 2312.736898955541 2307.77812072986 100 GTEX 1 100 100 0.5 0.001 125 5852 -16 2309.948866838838 2311.2102468512358 100 GTEX 1 100 100 0.5 0.001 125 5852 -17 2307.3196157695397 2303.970135938985 100 GTEX 1 100 100 0.5 0.001 125 5852 -18 2305.44712102835 2301.752552801212 100 GTEX 1 100 100 0.5 0.001 125 5852 -19 2303.7069523369005 2301.9694991311194 100 GTEX 1 100 100 0.5 0.001 125 5852 -20 2301.7119096526503 2297.7329695668964 100 GTEX 1 100 100 0.5 0.001 125 5852 -21 2300.218555347688 2308.7957703332936 100 GTEX 1 100 100 0.5 0.001 125 5852 -22 2298.7902457065084 2294.6324393268774 100 GTEX 1 100 100 0.5 0.001 125 5852 -23 2297.3554735466787 2296.1668668681677 100 GTEX 1 100 100 0.5 0.001 125 5852 -24 2295.7007266864916 2296.1554655938094 100 GTEX 1 100 100 0.5 0.001 125 5852 -25 2294.2609985003414 2295.3314464264495 100 GTEX 1 100 100 0.5 0.001 125 5852 -26 2292.865223879042 2290.088721445758 100 GTEX 1 100 100 0.5 0.001 125 5852 -27 2291.2240374097605 2291.6441608617515 100 GTEX 1 100 100 0.5 0.001 125 5852 -28 2290.32728826326 2288.397346757664 100 GTEX 1 100 100 0.5 0.001 125 5852 -29 2289.414595937079 2285.7492740761645 100 GTEX 1 100 100 0.5 0.001 125 5852 -30 2288.2894123222854 2287.5181954387476 100 GTEX 1 100 100 0.5 0.001 125 5852 -31 2286.966242832834 2289.536766835492 100 GTEX 1 100 100 0.5 0.001 125 5852 -32 2286.6959390854827 2288.4173941376544 100 GTEX 1 100 100 0.5 0.001 125 5852 -33 2285.8985094243903 2282.3612436504873 100 GTEX 1 100 100 0.5 0.001 125 5852 -34 2284.63650883084 2282.2063155373694 100 GTEX 1 100 100 0.5 0.001 125 5852 -35 2283.595724374802 2280.5366285200807 100 GTEX 1 100 100 0.5 0.001 125 5852 -36 2283.161933548362 2282.683595606583 100 GTEX 1 100 100 0.5 0.001 125 5852 -37 2281.899983655189 2282.2404924399953 100 GTEX 1 100 100 0.5 0.001 125 5852 -38 2281.031866837394 2284.7178430593513 100 GTEX 1 100 100 0.5 0.001 125 5852 -39 2281.144709113937 2280.205054917716 100 GTEX 1 100 100 0.5 0.001 125 5852 -40 2279.939680270941 2277.7159261377137 100 GTEX 1 100 100 0.5 0.001 125 5852 -41 2278.851165071969 2279.08848194659 100 GTEX 1 100 100 0.5 0.001 125 5852 -42 2278.414537113295 2276.7386655626187 100 GTEX 1 100 100 0.5 0.001 125 5852 -43 2277.9741197269545 2279.094826817966 100 GTEX 1 100 100 0.5 0.001 125 5852 -44 2276.770072913641 2275.860799927222 100 GTEX 1 100 100 0.5 0.001 125 5852 -45 2277.127807604293 2275.5111784844344 100 GTEX 1 100 100 0.5 0.001 125 5852 -46 2276.171671399046 2274.7688610236455 100 GTEX 1 100 100 0.5 0.001 125 5852 -47 2275.312594927817 2274.8719626307034 100 GTEX 1 100 100 0.5 0.001 125 5852 -48 2275.3135598080835 2279.8739482459005 100 GTEX 1 100 100 0.5 0.001 125 5852 -49 2274.130662556446 2273.5963176538735 100 GTEX 1 100 100 0.5 0.001 125 5852 -50 2273.8090716900238 2276.0179197362168 100 GTEX 1 100 100 0.5 0.001 125 5852 -51 2273.7514577003094 2273.5443639718987 100 GTEX 1 100 100 0.5 0.001 125 5852 -52 2273.5455755127186 2273.0503607340183 100 GTEX 1 100 100 0.5 0.001 125 5852 -53 2272.842047875391 2272.7877053380466 100 GTEX 1 100 100 0.5 0.001 125 5852 -54 2271.658123231934 2271.1559863652565 100 GTEX 1 100 100 0.5 0.001 125 5852 -55 2271.2937721936646 2269.3543538720887 100 GTEX 1 100 100 0.5 0.001 125 5852 -56 2270.666563065286 2270.9947913572364 100 GTEX 1 100 100 0.5 0.001 125 5852 -57 2271.0003225379523 2270.4419233082817 100 GTEX 1 100 100 0.5 0.001 125 5852 -58 2270.060966584377 2270.5868936400902 100 GTEX 1 100 100 0.5 0.001 125 5852 -59 2270.248419442826 2269.8101096497744 100 GTEX 1 100 100 0.5 0.001 125 5852 -60 2269.473041660546 2267.700282571887 100 GTEX 1 100 100 0.5 0.001 125 5852 -61 2269.54197127295 2269.1071740212096 100 GTEX 1 100 100 0.5 0.001 125 5852 -62 2268.936933682463 2269.246322109672 100 GTEX 1 100 100 0.5 0.001 125 5852 -63 2268.271452526086 2266.924890090304 100 GTEX 1 100 100 0.5 0.001 125 5852 -64 2268.781067932522 2267.56797413409 100 GTEX 1 100 100 0.5 0.001 125 5852 -65 2267.843832317194 2267.5358979547887 100 GTEX 1 100 100 0.5 0.001 125 5852 -66 2267.2366584253195 2268.667502747742 100 GTEX 1 100 100 0.5 0.001 125 5852 -67 2266.2161932929434 2267.35166554034 100 GTEX 1 100 100 0.5 0.001 125 5852 -68 2267.4533843558957 2267.9751682063925 100 GTEX 1 100 100 0.5 0.001 125 5852 -69 2266.367282066776 2267.451160735504 100 GTEX 1 100 100 0.5 0.001 125 5852 -70 2266.188364175805 2264.534790503208 100 GTEX 1 100 100 0.5 0.001 125 5852 -71 2266.436815209659 2274.2950499792064 100 GTEX 1 100 100 0.5 0.001 125 5852 -72 2265.5945284545164 2263.908627354147 100 GTEX 1 100 100 0.5 0.001 125 5852 -73 2265.619326638133 2265.3605910616684 100 GTEX 1 100 100 0.5 0.001 125 5852 -74 2265.167989870859 2263.8126578095294 100 GTEX 1 100 100 0.5 0.001 125 5852 -75 2265.152831077072 2264.8416678425024 100 GTEX 1 100 100 0.5 0.001 125 5852 -76 2265.128015950349 2266.0579114558577 100 GTEX 1 100 100 0.5 0.001 125 5852 -77 2264.8313308059824 2265.642803699798 100 GTEX 1 100 100 0.5 0.001 125 5852 -78 2265.0873612367304 2264.2626953125 100 GTEX 1 100 100 0.5 0.001 125 5852 -79 2264.0110350427803 2264.1803605112286 100 GTEX 1 100 100 0.5 0.001 125 5852 -80 2263.8006904999356 2263.483929420152 100 GTEX 1 100 100 0.5 0.001 125 5852 -81 2263.534033827209 2262.84634271774 100 GTEX 1 100 100 0.5 0.001 125 5852 -82 2263.501067596239 2267.5562043280656 100 GTEX 1 100 100 0.5 0.001 125 5852 -83 2263.5852794266434 2262.671976183757 100 GTEX 1 100 100 0.5 0.001 125 5852 -84 2262.279060109913 2265.726018521269 100 GTEX 1 100 100 0.5 0.001 125 5852 -85 2262.291118469915 2261.924226361989 100 GTEX 1 100 100 0.5 0.001 125 5852 -86 2262.788350193229 2264.625929219641 100 GTEX 1 100 100 0.5 0.001 125 5852 -87 2262.4278383288247 2261.48833601919 100 GTEX 1 100 100 0.5 0.001 125 5852 -88 2262.015545983746 2262.3789786567254 100 GTEX 1 100 100 0.5 0.001 125 5852 -89 2262.7996310013154 2261.9217171904706 100 GTEX 1 100 100 0.5 0.001 125 5852 -90 2261.692198836666 2260.384320045152 100 GTEX 1 100 100 0.5 0.001 125 5852 -91 2261.064069287558 2262.442679865732 100 GTEX 1 100 100 0.5 0.001 125 5852 -92 2261.7823537518484 2262.967261948966 100 GTEX 1 100 100 0.5 0.001 125 5852 -93 2261.1409893412642 2263.748710603315 100 GTEX 1 100 100 0.5 0.001 125 5852 -94 2260.964445728831 2260.3245065203187 100 GTEX 1 100 100 0.5 0.001 125 5852 -95 2261.0920740508145 2261.125475285171 100 GTEX 1 100 100 0.5 0.001 125 5852 -96 2260.9574969146524 2261.3060465185363 100 GTEX 1 100 100 0.5 0.001 125 5852 -97 2261.036192409942 2259.7764646580918 100 GTEX 1 100 100 0.5 0.001 125 5852 -98 2260.5573221917666 2260.0908936475166 100 GTEX 1 100 100 0.5 0.001 125 5852 -99 2260.643600874873 2263.4062509282912 100 GTEX 1 100 100 0.5 0.001 125 5852 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index b4c0473c6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3104.100788661642 3005.2929780329137 100 GTEX 1 100 100 0.0 0.001 125 7585 -1 2500.748532886854 2519.253882114425 100 GTEX 1 100 100 0.0 0.001 125 7585 -2 2436.262324137258 2471.235287510397 100 GTEX 1 100 100 0.0 0.001 125 7585 -3 2401.3971017023773 2446.8504736142468 100 GTEX 1 100 100 0.0 0.001 125 7585 -4 2379.5812840512604 2379.4278819733245 100 GTEX 1 100 100 0.0 0.001 125 7585 -5 2364.264393723551 2352.770863348087 100 GTEX 1 100 100 0.0 0.001 125 7585 -6 2352.9481581166815 2352.1724653932984 100 GTEX 1 100 100 0.0 0.001 125 7585 -7 2343.715411434333 2344.3199616058696 100 GTEX 1 100 100 0.0 0.001 125 7585 -8 2338.6802070886038 2332.9193426211978 100 GTEX 1 100 100 0.0 0.001 125 7585 -9 2331.9660533382407 2330.580222010159 100 GTEX 1 100 100 0.0 0.001 125 7585 -10 2327.0224802531575 2346.366146885397 100 GTEX 1 100 100 0.0 0.001 125 7585 -11 2323.7505809396703 2347.9478188866447 100 GTEX 1 100 100 0.0 0.001 125 7585 -12 2320.309339349847 2317.5255289404113 100 GTEX 1 100 100 0.0 0.001 125 7585 -13 2317.4093122408763 2320.1581205070697 100 GTEX 1 100 100 0.0 0.001 125 7585 -14 2315.208998816613 2312.0825631609437 100 GTEX 1 100 100 0.0 0.001 125 7585 -15 2312.184382262068 2308.7598575258435 100 GTEX 1 100 100 0.0 0.001 125 7585 -16 2309.699465882102 2305.064511607355 100 GTEX 1 100 100 0.0 0.001 125 7585 -17 2307.0616705356438 2302.4425805385576 100 GTEX 1 100 100 0.0 0.001 125 7585 -18 2304.712223577212 2302.86910627822 100 GTEX 1 100 100 0.0 0.001 125 7585 -19 2304.3103094394096 2300.6588148689993 100 GTEX 1 100 100 0.0 0.001 125 7585 -20 2301.9426000814096 2297.8450319703543 100 GTEX 1 100 100 0.0 0.001 125 7585 -21 2300.5151139732097 2294.428901237227 100 GTEX 1 100 100 0.0 0.001 125 7585 -22 2299.755920700278 2312.2825356835197 100 GTEX 1 100 100 0.0 0.001 125 7585 -23 2297.239286824669 2291.084475441124 100 GTEX 1 100 100 0.0 0.001 125 7585 -24 2295.042237282303 2301.2414959229445 100 GTEX 1 100 100 0.0 0.001 125 7585 -25 2294.554135340401 2290.5101564356582 100 GTEX 1 100 100 0.0 0.001 125 7585 -26 2293.1118409054147 2288.639561178113 100 GTEX 1 100 100 0.0 0.001 125 7585 -27 2291.9151078664704 2289.2168720665995 100 GTEX 1 100 100 0.0 0.001 125 7585 -28 2290.660822446764 2286.183980847493 100 GTEX 1 100 100 0.0 0.001 125 7585 -29 2289.468007855825 2286.8069283953187 100 GTEX 1 100 100 0.0 0.001 125 7585 -30 2289.11022145904 2286.6322304613236 100 GTEX 1 100 100 0.0 0.001 125 7585 -31 2287.7101892697165 2293.0088494014376 100 GTEX 1 100 100 0.0 0.001 125 7585 -32 2286.4321676149307 2283.044961791528 100 GTEX 1 100 100 0.0 0.001 125 7585 -33 2285.4874922479485 2282.994495232296 100 GTEX 1 100 100 0.0 0.001 125 7585 -34 2284.8316408364662 2281.5778734330443 100 GTEX 1 100 100 0.0 0.001 125 7585 -35 2283.8741098550804 2281.1554043265805 100 GTEX 1 100 100 0.0 0.001 125 7585 -36 2283.155239706018 2279.9091360578063 100 GTEX 1 100 100 0.0 0.001 125 7585 -37 2282.2363314001514 2278.7812360756297 100 GTEX 1 100 100 0.0 0.001 125 7585 -38 2281.3998362733705 2277.576567327115 100 GTEX 1 100 100 0.0 0.001 125 7585 -39 2281.1708569436514 2282.0845459912666 100 GTEX 1 100 100 0.0 0.001 125 7585 -40 2280.0319206066138 2275.6864046162073 100 GTEX 1 100 100 0.0 0.001 125 7585 -41 2279.227162884271 2276.980516092859 100 GTEX 1 100 100 0.0 0.001 125 7585 -42 2278.0922800501085 2274.3095424637595 100 GTEX 1 100 100 0.0 0.001 125 7585 -43 2278.6227860491545 2274.0095122014613 100 GTEX 1 100 100 0.0 0.001 125 7585 -44 2277.1881510330704 2279.9222788067373 100 GTEX 1 100 100 0.0 0.001 125 7585 -45 2276.5578971742716 2274.869485949382 100 GTEX 1 100 100 0.0 0.001 125 7585 -46 2276.4456798327415 2272.0871284978016 100 GTEX 1 100 100 0.0 0.001 125 7585 -47 2275.8624154753024 2272.1923094774834 100 GTEX 1 100 100 0.0 0.001 125 7585 -48 2275.6163207195473 2271.0154514095175 100 GTEX 1 100 100 0.0 0.001 125 7585 -49 2274.4820257621873 2272.32381958472 100 GTEX 1 100 100 0.0 0.001 125 7585 -50 2274.2970164246526 2270.98573680341 100 GTEX 1 100 100 0.0 0.001 125 7585 -51 2273.761586248201 2270.438723487999 100 GTEX 1 100 100 0.0 0.001 125 7585 -52 2273.600930008929 2268.330895949679 100 GTEX 1 100 100 0.0 0.001 125 7585 -53 2272.6551098604446 2270.616988845651 100 GTEX 1 100 100 0.0 0.001 125 7585 -54 2272.519445631866 2271.9095602869534 100 GTEX 1 100 100 0.0 0.001 125 7585 -55 2271.5490073557326 2268.6385112805965 100 GTEX 1 100 100 0.0 0.001 125 7585 -56 2271.245244273694 2266.448153999822 100 GTEX 1 100 100 0.0 0.001 125 7585 -57 2271.066282593689 2269.231469448075 100 GTEX 1 100 100 0.0 0.001 125 7585 -58 2270.52132693563 2266.5769052251662 100 GTEX 1 100 100 0.0 0.001 125 7585 -59 2270.177331273478 2266.3978573179065 100 GTEX 1 100 100 0.0 0.001 125 7585 -60 2270.56413494532 2269.8184076461503 100 GTEX 1 100 100 0.0 0.001 125 7585 -61 2269.4891359613907 2265.8963674102897 100 GTEX 1 100 100 0.0 0.001 125 7585 -62 2268.896957518345 2267.90552778933 100 GTEX 1 100 100 0.0 0.001 125 7585 -63 2268.57076849393 2265.7678399031606 100 GTEX 1 100 100 0.0 0.001 125 7585 -64 2268.778723723485 2264.2982934291826 100 GTEX 1 100 100 0.0 0.001 125 7585 -65 2268.2110954293535 2267.8760127658625 100 GTEX 1 100 100 0.0 0.001 125 7585 -66 2267.6151245929527 2264.4400119563925 100 GTEX 1 100 100 0.0 0.001 125 7585 -67 2267.2877703366794 2264.178185524596 100 GTEX 1 100 100 0.0 0.001 125 7585 -68 2266.9999986847815 2266.229916416647 100 GTEX 1 100 100 0.0 0.001 125 7585 -69 2267.376741039598 2264.731386830145 100 GTEX 1 100 100 0.0 0.001 125 7585 -70 2266.5480417275967 2263.8654775873338 100 GTEX 1 100 100 0.0 0.001 125 7585 -71 2265.982756585169 2264.960117818738 100 GTEX 1 100 100 0.0 0.001 125 7585 -72 2266.140805159122 2266.089310910765 100 GTEX 1 100 100 0.0 0.001 125 7585 -73 2265.664134114927 2262.8480377777446 100 GTEX 1 100 100 0.0 0.001 125 7585 -74 2265.199814853364 2262.1352483365017 100 GTEX 1 100 100 0.0 0.001 125 7585 -75 2265.320447993276 2263.5605171696766 100 GTEX 1 100 100 0.0 0.001 125 7585 -76 2265.2651732096115 2263.2544353760695 100 GTEX 1 100 100 0.0 0.001 125 7585 -77 2264.730297204269 2261.407027908151 100 GTEX 1 100 100 0.0 0.001 125 7585 -78 2264.378094321888 2260.871460425083 100 GTEX 1 100 100 0.0 0.001 125 7585 -79 2263.990597091583 2267.220071886882 100 GTEX 1 100 100 0.0 0.001 125 7585 -80 2264.3133758838267 2259.931707461977 100 GTEX 1 100 100 0.0 0.001 125 7585 -81 2263.128879765113 2259.5354570163972 100 GTEX 1 100 100 0.0 0.001 125 7585 -82 2263.9132893321457 2267.773838521863 100 GTEX 1 100 100 0.0 0.001 125 7585 -83 2263.966351841223 2259.9529504812263 100 GTEX 1 100 100 0.0 0.001 125 7585 -84 2262.892571832583 2260.0964550409935 100 GTEX 1 100 100 0.0 0.001 125 7585 -85 2263.9557456369826 2260.1707452694272 100 GTEX 1 100 100 0.0 0.001 125 7585 -86 2262.3593293799763 2259.404355357355 100 GTEX 1 100 100 0.0 0.001 125 7585 -87 2262.772218705231 2259.582655061787 100 GTEX 1 100 100 0.0 0.001 125 7585 -88 2262.3908979206967 2260.741096757664 100 GTEX 1 100 100 0.0 0.001 125 7585 -89 2262.27265048367 2260.3569614424905 100 GTEX 1 100 100 0.0 0.001 125 7585 -90 2262.7113716252015 2259.68690867841 100 GTEX 1 100 100 0.0 0.001 125 7585 -91 2262.0329945726357 2257.9077157720412 100 GTEX 1 100 100 0.0 0.001 125 7585 -92 2261.159401056796 2261.150056440114 100 GTEX 1 100 100 0.0 0.001 125 7585 -93 2262.623456578402 2260.2219646729445 100 GTEX 1 100 100 0.0 0.001 125 7585 -94 2261.5810727910934 2259.962212972315 100 GTEX 1 100 100 0.0 0.001 125 7585 -95 2261.876356892693 2262.9750345324383 100 GTEX 1 100 100 0.0 0.001 125 7585 -96 2261.497890441385 2258.3322828169557 100 GTEX 1 100 100 0.0 0.001 125 7585 -97 2260.7798399054363 2258.7560784517586 100 GTEX 1 100 100 0.0 0.001 125 7585 -98 2260.7559147431125 2259.4614564148646 100 GTEX 1 100 100 0.0 0.001 125 7585 -99 2260.5832790053605 2257.8648612018774 100 GTEX 1 100 100 0.0 0.001 125 7585 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index 1e69596c4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3107.005454700374 3058.2216518387595 100 GTEX 1 100 100 1.0 0.001 125 97 -1 2498.9885967218775 2552.1089944005466 100 GTEX 1 100 100 1.0 0.001 125 97 -2 2435.2923760507306 2507.0148275977303 100 GTEX 1 100 100 1.0 0.001 125 97 -3 2403.134399607477 2400.1409814638782 100 GTEX 1 100 100 1.0 0.001 125 97 -4 2379.847349004684 2382.621205144962 100 GTEX 1 100 100 1.0 0.001 125 97 -5 2364.9589161383788 2429.8137801137714 100 GTEX 1 100 100 1.0 0.001 125 97 -6 2353.5965492745772 2355.182985719166 100 GTEX 1 100 100 1.0 0.001 125 97 -7 2346.435388043046 2352.2865496153163 100 GTEX 1 100 100 1.0 0.001 125 97 -8 2336.793400966845 2339.6236409814637 100 GTEX 1 100 100 1.0 0.001 125 97 -9 2332.8508959679843 2341.833373559292 100 GTEX 1 100 100 1.0 0.001 125 97 -10 2328.2291828017305 2329.9400165978495 100 GTEX 1 100 100 1.0 0.001 125 97 -11 2325.0479489144445 2333.3078325510933 100 GTEX 1 100 100 1.0 0.001 125 97 -12 2320.5963494387574 2321.7521480661835 100 GTEX 1 100 100 1.0 0.001 125 97 -13 2317.0574906428665 2325.149080805905 100 GTEX 1 100 100 1.0 0.001 125 97 -14 2314.4466402773696 2318.494361558341 100 GTEX 1 100 100 1.0 0.001 125 97 -15 2311.912127323862 2318.241646306143 100 GTEX 1 100 100 1.0 0.001 125 97 -16 2309.401759303081 2316.91666914211 100 GTEX 1 100 100 1.0 0.001 125 97 -17 2306.8907667599046 2314.681629485504 100 GTEX 1 100 100 1.0 0.001 125 97 -18 2305.659370909929 2314.439134721067 100 GTEX 1 100 100 1.0 0.001 125 97 -19 2303.851092992847 2319.951325971364 100 GTEX 1 100 100 1.0 0.001 125 97 -20 2302.3220641902876 2303.5014054331036 100 GTEX 1 100 100 1.0 0.001 125 97 -21 2299.909594239158 2302.303278353731 100 GTEX 1 100 100 1.0 0.001 125 97 -22 2297.9504693678946 2305.0775076862524 100 GTEX 1 100 100 1.0 0.001 125 97 -23 2296.799281282184 2302.1620360399834 100 GTEX 1 100 100 1.0 0.001 125 97 -24 2295.034357241974 2297.910987070758 100 GTEX 1 100 100 1.0 0.001 125 97 -25 2292.8172640818107 2298.627296592799 100 GTEX 1 100 100 1.0 0.001 125 97 -26 2292.2484040728236 2297.5419244222317 100 GTEX 1 100 100 1.0 0.001 125 97 -27 2291.1374109158787 2296.743074018239 100 GTEX 1 100 100 1.0 0.001 125 97 -28 2290.0814245217352 2297.533567015209 100 GTEX 1 100 100 1.0 0.001 125 97 -29 2289.1336372708324 2295.1610604057746 100 GTEX 1 100 100 1.0 0.001 125 97 -30 2287.8906988327462 2293.3184327100166 100 GTEX 1 100 100 1.0 0.001 125 97 -31 2286.9599537682707 2290.2840822169082 100 GTEX 1 100 100 1.0 0.001 125 97 -32 2285.7657617311284 2293.258343482652 100 GTEX 1 100 100 1.0 0.001 125 97 -33 2284.675056642069 2291.5256273392943 100 GTEX 1 100 100 1.0 0.001 125 97 -34 2284.660298680408 2287.6821224082105 100 GTEX 1 100 100 1.0 0.001 125 97 -35 2282.4653651438052 2290.336269828303 100 GTEX 1 100 100 1.0 0.001 125 97 -36 2282.252702954176 2286.3987791112168 100 GTEX 1 100 100 1.0 0.001 125 97 -37 2282.0237868323024 2286.724279831571 100 GTEX 1 100 100 1.0 0.001 125 97 -38 2280.670216896522 2288.3092435539447 100 GTEX 1 100 100 1.0 0.001 125 97 -39 2280.041464346546 2285.0440947674074 100 GTEX 1 100 100 1.0 0.001 125 97 -40 2279.0939452196612 2286.7918900754516 100 GTEX 1 100 100 1.0 0.001 125 97 -41 2279.3265285054745 2284.521618977246 100 GTEX 1 100 100 1.0 0.001 125 97 -42 2278.5568055430626 2285.506727327412 100 GTEX 1 100 100 1.0 0.001 125 97 -43 2277.3308689838304 2286.4883118836146 100 GTEX 1 100 100 1.0 0.001 125 97 -44 2277.1355403401703 2283.4205066985505 100 GTEX 1 100 100 1.0 0.001 125 97 -45 2276.6606185621354 2282.6663758020436 100 GTEX 1 100 100 1.0 0.001 125 97 -46 2275.339033085529 2282.822220138724 100 GTEX 1 100 100 1.0 0.001 125 97 -47 2275.204539839665 2279.2528665636883 100 GTEX 1 100 100 1.0 0.001 125 97 -48 2274.1352127992304 2282.696857176806 100 GTEX 1 100 100 1.0 0.001 125 97 -49 2274.372256325633 2280.7501188212927 100 GTEX 1 100 100 1.0 0.001 125 97 -50 2273.5086379671243 2279.8694413913972 100 GTEX 1 100 100 1.0 0.001 125 97 -51 2272.629518909642 2279.559851584779 100 GTEX 1 100 100 1.0 0.001 125 97 -52 2272.4851964441036 2276.842054011704 100 GTEX 1 100 100 1.0 0.001 125 97 -53 2272.211430423197 2280.424297840423 100 GTEX 1 100 100 1.0 0.001 125 97 -54 2271.75284564247 2276.3784875906013 100 GTEX 1 100 100 1.0 0.001 125 97 -55 2270.8978020174522 2279.230240390328 100 GTEX 1 100 100 1.0 0.001 125 97 -56 2270.2315074372245 2279.2971442044914 100 GTEX 1 100 100 1.0 0.001 125 97 -57 2269.8040397936584 2274.6596410483007 100 GTEX 1 100 100 1.0 0.001 125 97 -58 2269.19606336072 2276.3364721958174 100 GTEX 1 100 100 1.0 0.001 125 97 -59 2269.2648809732573 2275.6296182494652 100 GTEX 1 100 100 1.0 0.001 125 97 -60 2269.1111151112086 2275.1789940663616 100 GTEX 1 100 100 1.0 0.001 125 97 -61 2268.5701190855407 2272.9647629886526 100 GTEX 1 100 100 1.0 0.001 125 97 -62 2268.131343117457 2275.747511250891 100 GTEX 1 100 100 1.0 0.001 125 97 -63 2267.705233346551 2273.8951662012832 100 GTEX 1 100 100 1.0 0.001 125 97 -64 2267.300619271837 2273.421131438629 100 GTEX 1 100 100 1.0 0.001 125 97 -65 2266.6818927343006 2272.7251282898646 100 GTEX 1 100 100 1.0 0.001 125 97 -66 2266.96391306541 2272.259911366742 100 GTEX 1 100 100 1.0 0.001 125 97 -67 2268.120682060876 2273.3920545686788 100 GTEX 1 100 100 1.0 0.001 125 97 -68 2267.0275720048508 2274.1891477171457 100 GTEX 1 100 100 1.0 0.001 125 97 -69 2265.720650206804 2271.249677882902 100 GTEX 1 100 100 1.0 0.001 125 97 -70 2265.647621729387 2273.3734961680134 100 GTEX 1 100 100 1.0 0.001 125 97 -71 2265.380286429794 2273.4290831823314 100 GTEX 1 100 100 1.0 0.001 125 97 -72 2264.5925174083327 2270.1045980127137 100 GTEX 1 100 100 1.0 0.001 125 97 -73 2265.3200359689004 2271.533150212393 100 GTEX 1 100 100 1.0 0.001 125 97 -74 2264.605033773775 2269.9696430162785 100 GTEX 1 100 100 1.0 0.001 125 97 -75 2263.957403946769 2269.525549362821 100 GTEX 1 100 100 1.0 0.001 125 97 -76 2264.107121902068 2269.0986281710434 100 GTEX 1 100 100 1.0 0.001 125 97 -77 2263.4840742534097 2269.6052422469106 100 GTEX 1 100 100 1.0 0.001 125 97 -78 2263.068393106482 2272.437385820164 100 GTEX 1 100 100 1.0 0.001 125 97 -79 2264.1788179859564 2271.4840241058696 100 GTEX 1 100 100 1.0 0.001 125 97 -80 2263.367900657795 2268.34915544053 100 GTEX 1 100 100 1.0 0.001 125 97 -81 2262.998045456627 2271.179475849572 100 GTEX 1 100 100 1.0 0.001 125 97 -82 2262.8342884225303 2272.11493175202 100 GTEX 1 100 100 1.0 0.001 125 97 -83 2262.6350616522773 2268.2059581451995 100 GTEX 1 100 100 1.0 0.001 125 97 -84 2262.011131982107 2271.095482191659 100 GTEX 1 100 100 1.0 0.001 125 97 -85 2261.934322174643 2266.3720192564756 100 GTEX 1 100 100 1.0 0.001 125 97 -86 2261.873783036221 2269.5437160245365 100 GTEX 1 100 100 1.0 0.001 125 97 -87 2261.608459633835 2267.997128794855 100 GTEX 1 100 100 1.0 0.001 125 97 -88 2261.88915061447 2267.461692200867 100 GTEX 1 100 100 1.0 0.001 125 97 -89 2261.5824180273416 2266.9943894070816 100 GTEX 1 100 100 1.0 0.001 125 97 -90 2261.003151675722 2267.0394941554778 100 GTEX 1 100 100 1.0 0.001 125 97 -91 2261.6062185018104 2267.0049747133435 100 GTEX 1 100 100 1.0 0.001 125 97 -92 2261.205505545167 2268.7495293562856 100 GTEX 1 100 100 1.0 0.001 125 97 -93 2261.1311166420196 2265.9504320267943 100 GTEX 1 100 100 1.0 0.001 125 97 -94 2260.079127402672 2267.3920489989305 100 GTEX 1 100 100 1.0 0.001 125 97 -95 2260.213122412888 2265.657759401735 100 GTEX 1 100 100 1.0 0.001 125 97 -96 2260.08513305058 2270.3802476310007 100 GTEX 1 100 100 1.0 0.001 125 97 -97 2260.126214410708 2267.466605646982 100 GTEX 1 100 100 1.0 0.001 125 97 -98 2259.9033897353966 2266.8750919008435 100 GTEX 1 100 100 1.0 0.001 125 97 -99 2259.9662652689112 2268.176495106048 100 GTEX 1 100 100 1.0 0.001 125 97 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 4f80561d4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3100.1170763253685 3014.977851896685 100 GTEX 1 50 100 0.5 0.001 125 9557 -1 2500.1392483532436 2548.546509253208 100 GTEX 1 50 100 0.5 0.001 125 9557 -2 2435.834482172241 2415.466993672766 100 GTEX 1 50 100 0.5 0.001 125 9557 -3 2400.36928870311 2396.8324731166826 100 GTEX 1 50 100 0.5 0.001 125 9557 -4 2382.275387556157 2387.919802125416 100 GTEX 1 50 100 0.5 0.001 125 9557 -5 2365.627267359025 2357.943155150903 100 GTEX 1 50 100 0.5 0.001 125 9557 -6 2355.354045296944 2352.918077360088 100 GTEX 1 50 100 0.5 0.001 125 9557 -7 2345.7325914350095 2339.0884438866447 100 GTEX 1 50 100 0.5 0.001 125 9557 -8 2337.8688065853344 2329.031785624109 100 GTEX 1 50 100 0.5 0.001 125 9557 -9 2332.2824998184483 2329.961213202531 100 GTEX 1 50 100 0.5 0.001 125 9557 -10 2329.555208223302 2322.215710774121 100 GTEX 1 50 100 0.5 0.001 125 9557 -11 2325.40753795978 2338.1842695461028 100 GTEX 1 50 100 0.5 0.001 125 9557 -12 2320.927769318546 2315.096454112702 100 GTEX 1 50 100 0.5 0.001 125 9557 -13 2318.129499826082 2311.6949959526496 100 GTEX 1 50 100 0.5 0.001 125 9557 -14 2314.807490720232 2307.1981363622863 100 GTEX 1 50 100 0.5 0.001 125 9557 -15 2313.200809596823 2308.7602056350997 100 GTEX 1 50 100 0.5 0.001 125 9557 -16 2310.284943158843 2305.6158359077945 100 GTEX 1 50 100 0.5 0.001 125 9557 -17 2307.6373900013286 2302.848725641635 100 GTEX 1 50 100 0.5 0.001 125 9557 -18 2306.5333032105355 2299.201951639734 100 GTEX 1 50 100 0.5 0.001 125 9557 -19 2304.3702921373256 2299.2472206956986 100 GTEX 1 50 100 0.5 0.001 125 9557 -20 2301.800074642508 2297.6780351413972 100 GTEX 1 50 100 0.5 0.001 125 9557 -21 2300.1115181095765 2297.0474607518418 100 GTEX 1 50 100 0.5 0.001 125 9557 -22 2298.33753226669 2298.8168314074383 100 GTEX 1 50 100 0.5 0.001 125 9557 -23 2297.882670379055 2292.8551726250594 100 GTEX 1 50 100 0.5 0.001 125 9557 -24 2296.015396641995 2290.7695479592444 100 GTEX 1 50 100 0.5 0.001 125 9557 -25 2294.7443534324825 2290.5933907512476 100 GTEX 1 50 100 0.5 0.001 125 9557 -26 2293.573203066202 2292.3330495856108 100 GTEX 1 50 100 0.5 0.001 125 9557 -27 2291.7285543852577 2291.4589769486693 100 GTEX 1 50 100 0.5 0.001 125 9557 -28 2291.1371237856665 2287.5519286181084 100 GTEX 1 50 100 0.5 0.001 125 9557 -29 2290.356704281567 2284.582150999584 100 GTEX 1 50 100 0.5 0.001 125 9557 -30 2288.6372461267592 2284.848798976652 100 GTEX 1 50 100 0.5 0.001 125 9557 -31 2287.5727907839405 2283.1146152046695 100 GTEX 1 50 100 0.5 0.001 125 9557 -32 2287.367464082677 2283.5938753193323 100 GTEX 1 50 100 0.5 0.001 125 9557 -33 2285.2269080671676 2281.849136874703 100 GTEX 1 50 100 0.5 0.001 125 9557 -34 2285.2028832319256 2280.9631765387358 100 GTEX 1 50 100 0.5 0.001 125 9557 -35 2284.4981235702803 2281.5586132441185 100 GTEX 1 50 100 0.5 0.001 125 9557 -36 2283.6523911752256 2278.7076504203305 100 GTEX 1 50 100 0.5 0.001 125 9557 -37 2282.5627108991266 2277.1146755436075 100 GTEX 1 50 100 0.5 0.001 125 9557 -38 2281.5149492356672 2276.5222585699858 100 GTEX 1 50 100 0.5 0.001 125 9557 -39 2280.6584875216213 2278.305743895556 100 GTEX 1 50 100 0.5 0.001 125 9557 -40 2280.431740168975 2277.4623531443085 100 GTEX 1 50 100 0.5 0.001 125 9557 -41 2279.427324542655 2277.388704365197 100 GTEX 1 50 100 0.5 0.001 125 9557 -42 2278.821525337604 2276.6222448312737 100 GTEX 1 50 100 0.5 0.001 125 9557 -43 2278.051658320102 2273.102294921875 100 GTEX 1 50 100 0.5 0.001 125 9557 -44 2277.614697456461 2274.343731434173 100 GTEX 1 50 100 0.5 0.001 125 9557 -45 2277.278303910954 2272.8921706050974 100 GTEX 1 50 100 0.5 0.001 125 9557 -46 2276.0633258281646 2274.0773192431084 100 GTEX 1 50 100 0.5 0.001 125 9557 -47 2275.8901817972132 2277.9417469329255 100 GTEX 1 50 100 0.5 0.001 125 9557 -48 2275.5059284368563 2273.296726473384 100 GTEX 1 50 100 0.5 0.001 125 9557 -49 2274.845937285439 2271.5202497475047 100 GTEX 1 50 100 0.5 0.001 125 9557 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index 80da05618..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3104.3116689625394 3278.1456331318323 100 GTEX 1 50 100 0.0 0.001 125 4426 -1 2500.464947755402 2575.285867321174 100 GTEX 1 50 100 0.0 0.001 125 4426 -2 2435.3833484385727 2435.8442104325095 100 GTEX 1 50 100 0.0 0.001 125 4426 -3 2403.3587775814176 2400.363659992871 100 GTEX 1 50 100 0.0 0.001 125 4426 -4 2380.0518917842487 2381.3703975314875 100 GTEX 1 50 100 0.0 0.001 125 4426 -5 2365.07454335104 2372.040240501723 100 GTEX 1 50 100 0.0 0.001 125 4426 -6 2353.6182040348217 2356.297971312084 100 GTEX 1 50 100 0.0 0.001 125 4426 -7 2344.419817998541 2356.993643989128 100 GTEX 1 50 100 0.0 0.001 125 4426 -8 2336.6278371064454 2340.778819733246 100 GTEX 1 50 100 0.0 0.001 125 4426 -9 2333.6536233026977 2338.4894406858957 100 GTEX 1 50 100 0.0 0.001 125 4426 -10 2328.62395370514 2327.44048445669 100 GTEX 1 50 100 0.0 0.001 125 4426 -11 2323.395228883061 2337.0244836843513 100 GTEX 1 50 100 0.0 0.001 125 4426 -12 2320.595023182915 2369.1435964606108 100 GTEX 1 50 100 0.0 0.001 125 4426 -13 2317.332089196972 2319.3109655343987 100 GTEX 1 50 100 0.0 0.001 125 4426 -14 2314.2647050434653 2318.562635530537 100 GTEX 1 50 100 0.0 0.001 125 4426 -15 2311.235541959694 2320.700638107474 100 GTEX 1 50 100 0.0 0.001 125 4426 -16 2309.6072713211847 2313.954347559708 100 GTEX 1 50 100 0.0 0.001 125 4426 -17 2306.671812849487 2311.4747328377493 100 GTEX 1 50 100 0.0 0.001 125 4426 -18 2305.182725783272 2309.4836435064162 100 GTEX 1 50 100 0.0 0.001 125 4426 -19 2302.572517399049 2307.4282746405656 100 GTEX 1 50 100 0.0 0.001 125 4426 -20 2301.5482742891427 2305.0610815708174 100 GTEX 1 50 100 0.0 0.001 125 4426 -21 2300.356019568592 2305.146029512239 100 GTEX 1 50 100 0.0 0.001 125 4426 -22 2297.61318730215 2305.900688606523 100 GTEX 1 50 100 0.0 0.001 125 4426 -23 2296.395534142655 2302.231358053113 100 GTEX 1 50 100 0.0 0.001 125 4426 -24 2295.038434650876 2300.8846616563687 100 GTEX 1 50 100 0.0 0.001 125 4426 -25 2292.9412948948484 2296.982817327115 100 GTEX 1 50 100 0.0 0.001 125 4426 -26 2292.111973252482 2295.6100572941423 100 GTEX 1 50 100 0.0 0.001 125 4426 -27 2291.054456382615 2296.163977097196 100 GTEX 1 50 100 0.0 0.001 125 4426 -28 2289.8973958986644 2292.9758180103377 100 GTEX 1 50 100 0.0 0.001 125 4426 -29 2287.9608116258696 2292.4469537191067 100 GTEX 1 50 100 0.0 0.001 125 4426 -30 2287.2451401135604 2292.0887381550024 100 GTEX 1 50 100 0.0 0.001 125 4426 -31 2286.6756321919233 2289.9514169439162 100 GTEX 1 50 100 0.0 0.001 125 4426 -32 2286.3409610408607 2290.567958353137 100 GTEX 1 50 100 0.0 0.001 125 4426 -33 2284.6888521475917 2289.8213828199264 100 GTEX 1 50 100 0.0 0.001 125 4426 -34 2283.3307110029 2290.0380998618703 100 GTEX 1 50 100 0.0 0.001 125 4426 -35 2283.012208062794 2287.1747229978614 100 GTEX 1 50 100 0.0 0.001 125 4426 -36 2281.7414295216277 2285.8723237360387 100 GTEX 1 50 100 0.0 0.001 125 4426 -37 2280.972074252997 2286.1651309633435 100 GTEX 1 50 100 0.0 0.001 125 4426 -38 2280.6415480253777 2285.7049407378804 100 GTEX 1 50 100 0.0 0.001 125 4426 -39 2279.7981512775464 2285.1434897071053 100 GTEX 1 50 100 0.0 0.001 125 4426 -40 2278.8616160546585 2282.341021751723 100 GTEX 1 50 100 0.0 0.001 125 4426 -41 2278.5615706822055 2283.0957968824264 100 GTEX 1 50 100 0.0 0.001 125 4426 -42 2277.696432318143 2282.4876667211265 100 GTEX 1 50 100 0.0 0.001 125 4426 -43 2277.208543467398 2282.6875946857176 100 GTEX 1 50 100 0.0 0.001 125 4426 -44 2276.724104537472 2281.4035997281962 100 GTEX 1 50 100 0.0 0.001 125 4426 -45 2275.640260865044 2285.9002736602897 100 GTEX 1 50 100 0.0 0.001 125 4426 -46 2275.2086685678705 2279.5475610073076 100 GTEX 1 50 100 0.0 0.001 125 4426 -47 2274.7845383552735 2280.6748659547293 100 GTEX 1 50 100 0.0 0.001 125 4426 -48 2274.3037052640093 2279.6485219745127 100 GTEX 1 50 100 0.0 0.001 125 4426 -49 2274.0350055414533 2278.016834563629 100 GTEX 1 50 100 0.0 0.001 125 4426 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index 9305521ca..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3108.796434040821 2786.1560095725404 100 GTEX 1 50 100 1.0 0.001 125 3221 -1 2501.4636746756414 2474.2984772308696 100 GTEX 1 50 100 1.0 0.001 125 3221 -2 2433.2454135242406 2406.442704929598 100 GTEX 1 50 100 1.0 0.001 125 3221 -3 2400.6907451078005 2394.5869391263664 100 GTEX 1 50 100 1.0 0.001 125 3221 -4 2380.3986540468286 2356.9102527923005 100 GTEX 1 50 100 1.0 0.001 125 3221 -5 2366.1391515944365 2349.0872900204968 100 GTEX 1 50 100 1.0 0.001 125 3221 -6 2355.3475162179316 2332.661299904943 100 GTEX 1 50 100 1.0 0.001 125 3221 -7 2346.7200670493144 2328.4671162072245 100 GTEX 1 50 100 1.0 0.001 125 3221 -8 2340.072494679297 2321.721092079076 100 GTEX 1 50 100 1.0 0.001 125 3221 -9 2334.5764475808646 2315.0099809885933 100 GTEX 1 50 100 1.0 0.001 125 3221 -10 2328.8562634255422 2309.6285414314993 100 GTEX 1 50 100 1.0 0.001 125 3221 -11 2325.565745778304 2304.9957762743584 100 GTEX 1 50 100 1.0 0.001 125 3221 -12 2321.773989504867 2303.7350721468038 100 GTEX 1 50 100 1.0 0.001 125 3221 -13 2318.534892406889 2296.704212957462 100 GTEX 1 50 100 1.0 0.001 125 3221 -14 2316.129684652939 2305.702816807272 100 GTEX 1 50 100 1.0 0.001 125 3221 -15 2313.8302969412252 2294.400058296697 100 GTEX 1 50 100 1.0 0.001 125 3221 -16 2311.389597479237 2292.626316317134 100 GTEX 1 50 100 1.0 0.001 125 3221 -17 2309.016619382419 2289.984460402804 100 GTEX 1 50 100 1.0 0.001 125 3221 -18 2307.440091908488 2289.7304882441185 100 GTEX 1 50 100 1.0 0.001 125 3221 -19 2304.701378235334 2292.9364259669082 100 GTEX 1 50 100 1.0 0.001 125 3221 -20 2303.243411916683 2284.9855548583055 100 GTEX 1 50 100 1.0 0.001 125 3221 -21 2301.8587442625535 2282.1005998618703 100 GTEX 1 50 100 1.0 0.001 125 3221 -22 2300.3248424213716 2284.0243704328063 100 GTEX 1 50 100 1.0 0.001 125 3221 -23 2298.2952550636423 2277.7810736246433 100 GTEX 1 50 100 1.0 0.001 125 3221 -24 2296.8563628405745 2278.2213742796457 100 GTEX 1 50 100 1.0 0.001 125 3221 -25 2296.208627125599 2275.9549945787785 100 GTEX 1 50 100 1.0 0.001 125 3221 -26 2293.725973075882 2274.9613505896505 100 GTEX 1 50 100 1.0 0.001 125 3221 -27 2292.9122592583117 2276.1910497861218 100 GTEX 1 50 100 1.0 0.001 125 3221 -28 2292.028241889384 2274.190472388902 100 GTEX 1 50 100 1.0 0.001 125 3221 -29 2291.317406615373 2275.9123414478377 100 GTEX 1 50 100 1.0 0.001 125 3221 -30 2289.845004408818 2272.261597143833 100 GTEX 1 50 100 1.0 0.001 125 3221 -31 2288.233171239982 2271.1510534250237 100 GTEX 1 50 100 1.0 0.001 125 3221 -32 2287.444635910432 2271.010386651913 100 GTEX 1 50 100 1.0 0.001 125 3221 -33 2286.6480686457317 2269.6755074040516 100 GTEX 1 50 100 1.0 0.001 125 3221 -34 2286.210358133434 2267.2760766323076 100 GTEX 1 50 100 1.0 0.001 125 3221 -35 2284.7598851293474 2267.0814714903163 100 GTEX 1 50 100 1.0 0.001 125 3221 -36 2284.158312210755 2266.9349221349216 100 GTEX 1 50 100 1.0 0.001 125 3221 -37 2284.007183722487 2268.0618641204255 100 GTEX 1 50 100 1.0 0.001 125 3221 -38 2282.6534199080525 2265.600378928529 100 GTEX 1 50 100 1.0 0.001 125 3221 -39 2282.0900105764185 2267.39217895972 100 GTEX 1 50 100 1.0 0.001 125 3221 -40 2280.9508223363887 2263.851517942015 100 GTEX 1 50 100 1.0 0.001 125 3221 -41 2280.7838972250233 2265.998495239722 100 GTEX 1 50 100 1.0 0.001 125 3221 -42 2280.305335696325 2262.9842032661004 100 GTEX 1 50 100 1.0 0.001 125 3221 -43 2279.3268609462475 2262.909182472374 100 GTEX 1 50 100 1.0 0.001 125 3221 -44 2278.2838235470085 2262.4920399016755 100 GTEX 1 50 100 1.0 0.001 125 3221 -45 2277.884385681636 2261.6815589353614 100 GTEX 1 50 100 1.0 0.001 125 3221 -46 2278.2089360729624 2264.4500876307034 100 GTEX 1 50 100 1.0 0.001 125 3221 -47 2277.19443648723 2261.4166570743228 100 GTEX 1 50 100 1.0 0.001 125 3221 -48 2276.0989672905716 2259.1087948179065 100 GTEX 1 50 100 1.0 0.001 125 3221 -49 2275.9444936863333 2259.037787955977 100 GTEX 1 50 100 1.0 0.001 125 3221 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index ae779e784..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3337.9973940109394 3711.1805549882665 150 GTEX 1 100 100 0.5 0.001 125 713 -1 2551.011980117406 2735.4105312797055 150 GTEX 1 100 100 0.5 0.001 125 713 -2 2470.108535374937 2480.694169773348 150 GTEX 1 100 100 0.5 0.001 125 713 -3 2432.590092532572 2414.880869586205 150 GTEX 1 100 100 0.5 0.001 125 713 -4 2407.667737219998 2390.197641118851 150 GTEX 1 100 100 0.5 0.001 125 713 -5 2390.3092522875513 2368.090882972166 150 GTEX 1 100 100 0.5 0.001 125 713 -6 2378.460536358411 2358.260125337898 150 GTEX 1 100 100 0.5 0.001 125 713 -7 2367.5085698078688 2345.85080594255 150 GTEX 1 100 100 0.5 0.001 125 713 -8 2358.168414660589 2341.1268593675736 150 GTEX 1 100 100 0.5 0.001 125 713 -9 2353.4194649268925 2335.64242681351 150 GTEX 1 100 100 0.5 0.001 125 713 -10 2345.3742292562733 2325.608345524893 150 GTEX 1 100 100 0.5 0.001 125 713 -11 2342.2088601771284 2326.326902440292 150 GTEX 1 100 100 0.5 0.001 125 713 -12 2337.986833813551 2317.925531075481 150 GTEX 1 100 100 0.5 0.001 125 713 -13 2333.4164494149495 2318.971071656666 150 GTEX 1 100 100 0.5 0.001 125 713 -14 2330.493390151109 2307.7796732971424 150 GTEX 1 100 100 0.5 0.001 125 713 -15 2326.874322017848 2323.200038431262 150 GTEX 1 100 100 0.5 0.001 125 713 -16 2324.9004614662695 2308.8121648868228 150 GTEX 1 100 100 0.5 0.001 125 713 -17 2322.5563227805715 2299.880877940827 150 GTEX 1 100 100 0.5 0.001 125 713 -18 2319.3780027465887 2314.2394824590065 150 GTEX 1 100 100 0.5 0.001 125 713 -19 2316.9610104559342 2297.997902989841 150 GTEX 1 100 100 0.5 0.001 125 713 -20 2316.2471983270834 2296.395613173568 150 GTEX 1 100 100 0.5 0.001 125 713 -21 2314.3298920087127 2291.736889277121 150 GTEX 1 100 100 0.5 0.001 125 713 -22 2312.430469384399 2292.423075744861 150 GTEX 1 100 100 0.5 0.001 125 713 -23 2310.2486182728903 2290.9336526965008 150 GTEX 1 100 100 0.5 0.001 125 713 -24 2308.8368783710853 2300.457513497356 150 GTEX 1 100 100 0.5 0.001 125 713 -25 2307.1100573920016 2288.5535364187263 150 GTEX 1 100 100 0.5 0.001 125 713 -26 2305.157614139288 2303.8495764206573 150 GTEX 1 100 100 0.5 0.001 125 713 -27 2304.739430002946 2286.1930414352128 150 GTEX 1 100 100 0.5 0.001 125 713 -28 2302.850402400072 2283.5499996286835 150 GTEX 1 100 100 0.5 0.001 125 713 -29 2301.558037464226 2284.3710816822127 150 GTEX 1 100 100 0.5 0.001 125 713 -30 2300.7052890757036 2283.6682950444097 150 GTEX 1 100 100 0.5 0.001 125 713 -31 2299.188975778114 2280.498021346988 150 GTEX 1 100 100 0.5 0.001 125 713 -32 2298.2265380266235 2286.136971709393 150 GTEX 1 100 100 0.5 0.001 125 713 -33 2298.36992947232 2277.7179665221006 150 GTEX 1 100 100 0.5 0.001 125 713 -34 2296.318196287928 2279.380067078333 150 GTEX 1 100 100 0.5 0.001 125 713 -35 2295.8091930253613 2277.820202497475 150 GTEX 1 100 100 0.5 0.001 125 713 -36 2294.2216392251953 2274.79907922781 150 GTEX 1 100 100 0.5 0.001 125 713 -37 2293.5295957648113 2273.5476724022697 150 GTEX 1 100 100 0.5 0.001 125 713 -38 2292.138727784673 2275.8081393513844 150 GTEX 1 100 100 0.5 0.001 125 713 -39 2291.6397707270157 2275.7049166023053 150 GTEX 1 100 100 0.5 0.001 125 713 -40 2290.9979027683335 2272.2418923033506 150 GTEX 1 100 100 0.5 0.001 125 713 -41 2290.1370056481146 2270.9575455234076 150 GTEX 1 100 100 0.5 0.001 125 713 -42 2289.0992634983695 2274.046423850404 150 GTEX 1 100 100 0.5 0.001 125 713 -43 2288.9220143357766 2270.775061081571 150 GTEX 1 100 100 0.5 0.001 125 713 -44 2288.187611896712 2268.6831258911598 150 GTEX 1 100 100 0.5 0.001 125 713 -45 2286.779883256064 2269.835499810629 150 GTEX 1 100 100 0.5 0.001 125 713 -46 2286.7522685453005 2266.785081986692 150 GTEX 1 100 100 0.5 0.001 125 713 -47 2286.0379012653743 2270.6834688948134 150 GTEX 1 100 100 0.5 0.001 125 713 -48 2284.6300889923136 2275.046326843958 150 GTEX 1 100 100 0.5 0.001 125 713 -49 2284.0687116472022 2266.402082435985 150 GTEX 1 100 100 0.5 0.001 125 713 -50 2284.317341782846 2265.1313768974273 150 GTEX 1 100 100 0.5 0.001 125 713 -51 2283.56061054704 2267.1057852973504 150 GTEX 1 100 100 0.5 0.001 125 713 -52 2283.0703361997184 2266.0520028814162 150 GTEX 1 100 100 0.5 0.001 125 713 -53 2282.1931706024875 2266.2604349230633 150 GTEX 1 100 100 0.5 0.001 125 713 -54 2282.1917600179404 2268.0355925469344 150 GTEX 1 100 100 0.5 0.001 125 713 -55 2281.612759495154 2263.9126496405656 150 GTEX 1 100 100 0.5 0.001 125 713 -56 2280.3895647535105 2261.852559020764 150 GTEX 1 100 100 0.5 0.001 125 713 -57 2280.0372527853747 2266.135392685807 150 GTEX 1 100 100 0.5 0.001 125 713 -58 2281.0670752835094 2261.4383855899478 150 GTEX 1 100 100 0.5 0.001 125 713 -59 2279.672470407072 2266.1240744935244 150 GTEX 1 100 100 0.5 0.001 125 713 -60 2278.666533666288 2259.9296396929954 150 GTEX 1 100 100 0.5 0.001 125 713 -61 2278.930860184762 2266.415330545984 150 GTEX 1 100 100 0.5 0.001 125 713 -62 2277.6339149366304 2259.5432811200394 150 GTEX 1 100 100 0.5 0.001 125 713 -63 2276.976603013882 2258.3331869727303 150 GTEX 1 100 100 0.5 0.001 125 713 -64 2277.599333153363 2259.89128176613 150 GTEX 1 100 100 0.5 0.001 125 713 -65 2276.5919079206883 2257.978374060569 150 GTEX 1 100 100 0.5 0.001 125 713 -66 2276.1512414423128 2257.868751670924 150 GTEX 1 100 100 0.5 0.001 125 713 -67 2275.7970931972986 2259.0058649447483 150 GTEX 1 100 100 0.5 0.001 125 713 -68 2275.8641898337646 2256.5428114046163 150 GTEX 1 100 100 0.5 0.001 125 713 -69 2274.7272751678115 2258.0995884884446 150 GTEX 1 100 100 0.5 0.001 125 713 -70 2274.7635141261667 2261.5886866348324 150 GTEX 1 100 100 0.5 0.001 125 713 -71 2274.479652721501 2259.39229267541 150 GTEX 1 100 100 0.5 0.001 125 713 -72 2273.9284660747944 2257.1148936920745 150 GTEX 1 100 100 0.5 0.001 125 713 -73 2273.2159012628986 2256.4275668184114 150 GTEX 1 100 100 0.5 0.001 125 713 -74 2273.285838100441 2255.811363307242 150 GTEX 1 100 100 0.5 0.001 125 713 -75 2272.693726346701 2256.5204576847673 150 GTEX 1 100 100 0.5 0.001 125 713 -76 2272.1366052801836 2258.6976002740316 150 GTEX 1 100 100 0.5 0.001 125 713 -77 2272.670582295119 2254.0057869682746 150 GTEX 1 100 100 0.5 0.001 125 713 -78 2271.985731067458 2258.1093652529407 150 GTEX 1 100 100 0.5 0.001 125 713 -79 2272.328240713424 2259.2324780366266 150 GTEX 1 100 100 0.5 0.001 125 713 -80 2271.803749620392 2253.650695568708 150 GTEX 1 100 100 0.5 0.001 125 713 -81 2271.134730191471 2253.6109090014556 150 GTEX 1 100 100 0.5 0.001 125 713 -82 2271.215047944092 2253.742618227186 150 GTEX 1 100 100 0.5 0.001 125 713 -83 2270.322146868522 2253.668649651705 150 GTEX 1 100 100 0.5 0.001 125 713 -84 2270.650918027548 2253.6431016813212 150 GTEX 1 100 100 0.5 0.001 125 713 -85 2270.519978940002 2256.5151046926985 150 GTEX 1 100 100 0.5 0.001 125 713 -86 2270.1727217169264 2252.865530035795 150 GTEX 1 100 100 0.5 0.001 125 713 -87 2269.5024401168203 2252.622073097374 150 GTEX 1 100 100 0.5 0.001 125 713 -88 2269.006204065355 2250.826151916736 150 GTEX 1 100 100 0.5 0.001 125 713 -89 2268.8493497870068 2251.148105171697 150 GTEX 1 100 100 0.5 0.001 125 713 -90 2268.2993447479153 2251.300665677727 150 GTEX 1 100 100 0.5 0.001 125 713 -91 2268.2624614099473 2253.540741314906 150 GTEX 1 100 100 0.5 0.001 125 713 -92 2267.8892802279465 2253.7740724512832 150 GTEX 1 100 100 0.5 0.001 125 713 -93 2268.311549509769 2251.611454836769 150 GTEX 1 100 100 0.5 0.001 125 713 -94 2268.2422618743067 2250.7201958137775 150 GTEX 1 100 100 0.5 0.001 125 713 -95 2267.330911509223 2253.5448086234555 150 GTEX 1 100 100 0.5 0.001 125 713 -96 2267.0971399365476 2249.426343794558 150 GTEX 1 100 100 0.5 0.001 125 713 -97 2266.532648670216 2249.7021702523466 150 GTEX 1 100 100 0.5 0.001 125 713 -98 2266.6583672694046 2255.147062700511 150 GTEX 1 100 100 0.5 0.001 125 713 -99 2266.9673944741025 2251.1461172357713 150 GTEX 1 100 100 0.5 0.001 125 713 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index fe58cb6bf..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3331.3114180137254 4198.655019085671 150 GTEX 1 100 100 0.0 0.001 125 3464 -1 2553.7527016131694 2745.271739655121 150 GTEX 1 100 100 0.0 0.001 125 3464 -2 2473.394306889227 2503.444773626871 150 GTEX 1 100 100 0.0 0.001 125 3464 -3 2432.694543071492 2425.8747108372445 150 GTEX 1 100 100 0.0 0.001 125 3464 -4 2406.4503342614476 2400.3455736283568 150 GTEX 1 100 100 0.0 0.001 125 3464 -5 2389.586552557981 2364.053025394338 150 GTEX 1 100 100 0.0 0.001 125 3464 -6 2377.281674222381 2355.3872743323727 150 GTEX 1 100 100 0.0 0.001 125 3464 -7 2365.318579351712 2348.7469876945697 150 GTEX 1 100 100 0.0 0.001 125 3464 -8 2358.18861638826 2334.7927756653994 150 GTEX 1 100 100 0.0 0.001 125 3464 -9 2351.0329633942247 2339.8686862263844 150 GTEX 1 100 100 0.0 0.001 125 3464 -10 2347.8911472964064 2326.863541171578 150 GTEX 1 100 100 0.0 0.001 125 3464 -11 2341.4987870592417 2337.153419639674 150 GTEX 1 100 100 0.0 0.001 125 3464 -12 2336.9518257706045 2319.8865084920094 150 GTEX 1 100 100 0.0 0.001 125 3464 -13 2333.623928406529 2323.3708672469106 150 GTEX 1 100 100 0.0 0.001 125 3464 -14 2331.0156116157195 2315.900120956363 150 GTEX 1 100 100 0.0 0.001 125 3464 -15 2328.3345554376388 2313.8934428283924 150 GTEX 1 100 100 0.0 0.001 125 3464 -16 2325.1267353403186 2300.4399595079312 150 GTEX 1 100 100 0.0 0.001 125 3464 -17 2322.7465637471364 2302.4947519048537 150 GTEX 1 100 100 0.0 0.001 125 3464 -18 2320.01634522387 2299.1122452768536 150 GTEX 1 100 100 0.0 0.001 125 3464 -19 2318.280921246996 2299.4265057813986 150 GTEX 1 100 100 0.0 0.001 125 3464 -20 2315.9425653441726 2297.99453979028 150 GTEX 1 100 100 0.0 0.001 125 3464 -21 2313.7434149597366 2292.223077694273 150 GTEX 1 100 100 0.0 0.001 125 3464 -22 2312.350486702988 2295.0344883443736 150 GTEX 1 100 100 0.0 0.001 125 3464 -23 2310.5695560689433 2290.6361993709897 150 GTEX 1 100 100 0.0 0.001 125 3464 -24 2308.815354952153 2293.5655104488474 150 GTEX 1 100 100 0.0 0.001 125 3464 -25 2307.7052040249187 2298.2409997512177 150 GTEX 1 100 100 0.0 0.001 125 3464 -26 2305.7097796178914 2286.045426401349 150 GTEX 1 100 100 0.0 0.001 125 3464 -27 2304.8586386582588 2283.032990546281 150 GTEX 1 100 100 0.0 0.001 125 3464 -28 2303.466904826057 2284.0304581674786 150 GTEX 1 100 100 0.0 0.001 125 3464 -29 2302.348472691116 2280.6375574612343 150 GTEX 1 100 100 0.0 0.001 125 3464 -30 2300.4203701065626 2283.859595933341 150 GTEX 1 100 100 0.0 0.001 125 3464 -31 2300.057389138958 2280.743762810421 150 GTEX 1 100 100 0.0 0.001 125 3464 -32 2297.9419699886776 2280.042337511882 150 GTEX 1 100 100 0.0 0.001 125 3464 -33 2298.082822830911 2278.736944046311 150 GTEX 1 100 100 0.0 0.001 125 3464 -34 2296.6863184955387 2275.679438253773 150 GTEX 1 100 100 0.0 0.001 125 3464 -35 2295.873507175625 2274.56472465022 150 GTEX 1 100 100 0.0 0.001 125 3464 -36 2295.004007857063 2274.009051768952 150 GTEX 1 100 100 0.0 0.001 125 3464 -37 2293.9154341179806 2274.0571600040103 150 GTEX 1 100 100 0.0 0.001 125 3464 -38 2293.1415176722016 2275.3103389377375 150 GTEX 1 100 100 0.0 0.001 125 3464 -39 2292.2761350901487 2278.6883020437263 150 GTEX 1 100 100 0.0 0.001 125 3464 -40 2291.3806330800826 2273.8889034836916 150 GTEX 1 100 100 0.0 0.001 125 3464 -41 2290.315141396801 2270.618121361098 150 GTEX 1 100 100 0.0 0.001 125 3464 -42 2289.7094470997527 2270.309417608573 150 GTEX 1 100 100 0.0 0.001 125 3464 -43 2289.034665235159 2268.8854219269842 150 GTEX 1 100 100 0.0 0.001 125 3464 -44 2287.395824083824 2270.3672464465008 150 GTEX 1 100 100 0.0 0.001 125 3464 -45 2287.5103461778413 2266.769205883882 150 GTEX 1 100 100 0.0 0.001 125 3464 -46 2286.6133348386998 2269.2354160787486 150 GTEX 1 100 100 0.0 0.001 125 3464 -47 2286.187167894479 2266.391477171459 150 GTEX 1 100 100 0.0 0.001 125 3464 -48 2285.121685778766 2265.6733152440293 150 GTEX 1 100 100 0.0 0.001 125 3464 -49 2284.509979592969 2266.519610154765 150 GTEX 1 100 100 0.0 0.001 125 3464 -50 2283.9552492065363 2264.8206615375475 150 GTEX 1 100 100 0.0 0.001 125 3464 -51 2283.139469232556 2266.7841499821766 150 GTEX 1 100 100 0.0 0.001 125 3464 -52 2282.704616560734 2270.6166096386346 150 GTEX 1 100 100 0.0 0.001 125 3464 -53 2283.443982582177 2262.5188327107594 150 GTEX 1 100 100 0.0 0.001 125 3464 -54 2281.806911611552 2263.5862197005704 150 GTEX 1 100 100 0.0 0.001 125 3464 -55 2281.5518748153536 2263.508915774269 150 GTEX 1 100 100 0.0 0.001 125 3464 -56 2281.1630133941835 2262.9190571716076 150 GTEX 1 100 100 0.0 0.001 125 3464 -57 2280.4583178945613 2263.781234683193 150 GTEX 1 100 100 0.0 0.001 125 3464 -58 2279.736845418419 2261.1126407289685 150 GTEX 1 100 100 0.0 0.001 125 3464 -59 2279.7837817179084 2259.3049126106525 150 GTEX 1 100 100 0.0 0.001 125 3464 -60 2278.9849079213072 2260.2782298040934 150 GTEX 1 100 100 0.0 0.001 125 3464 -61 2277.791270699989 2264.8702615368047 150 GTEX 1 100 100 0.0 0.001 125 3464 -62 2277.6096052405724 2260.690541082462 150 GTEX 1 100 100 0.0 0.001 125 3464 -63 2277.316938371861 2260.7229686200394 150 GTEX 1 100 100 0.0 0.001 125 3464 -64 2277.35090870755 2257.954721196976 150 GTEX 1 100 100 0.0 0.001 125 3464 -65 2276.6813084421133 2256.9281534985444 150 GTEX 1 100 100 0.0 0.001 125 3464 -66 2276.0200909914456 2257.7631715259627 150 GTEX 1 100 100 0.0 0.001 125 3464 -67 2276.4459588137574 2261.065314115227 150 GTEX 1 100 100 0.0 0.001 125 3464 -68 2275.503067295441 2256.5342957239186 150 GTEX 1 100 100 0.0 0.001 125 3464 -69 2274.643880629547 2254.8688203644842 150 GTEX 1 100 100 0.0 0.001 125 3464 -70 2274.616120522687 2255.6422365137832 150 GTEX 1 100 100 0.0 0.001 125 3464 -71 2274.390009452036 2260.4749806915397 150 GTEX 1 100 100 0.0 0.001 125 3464 -72 2274.496839994562 2254.3564601651615 150 GTEX 1 100 100 0.0 0.001 125 3464 -73 2273.539016751033 2254.0128461598442 150 GTEX 1 100 100 0.0 0.001 125 3464 -74 2273.875513476707 2253.7748587140563 150 GTEX 1 100 100 0.0 0.001 125 3464 -75 2273.4302439662943 2256.397569547588 150 GTEX 1 100 100 0.0 0.001 125 3464 -76 2272.541000925501 2254.9397432160467 150 GTEX 1 100 100 0.0 0.001 125 3464 -77 2272.472614395111 2253.680538279022 150 GTEX 1 100 100 0.0 0.001 125 3464 -78 2271.6850927894266 2256.1343065849273 150 GTEX 1 100 100 0.0 0.001 125 3464 -79 2271.4404689635294 2255.443494905537 150 GTEX 1 100 100 0.0 0.001 125 3464 -80 2271.588222678944 2253.0703245677873 150 GTEX 1 100 100 0.0 0.001 125 3464 -81 2271.7815841943975 2252.6651592762296 150 GTEX 1 100 100 0.0 0.001 125 3464 -82 2270.896988387293 2257.097836338522 150 GTEX 1 100 100 0.0 0.001 125 3464 -83 2270.352883082352 2251.763832005258 150 GTEX 1 100 100 0.0 0.001 125 3464 -84 2269.8267767464863 2263.782794676806 150 GTEX 1 100 100 0.0 0.001 125 3464 -85 2270.4163397618454 2252.591387034369 150 GTEX 1 100 100 0.0 0.001 125 3464 -86 2269.645926954528 2250.231836587304 150 GTEX 1 100 100 0.0 0.001 125 3464 -87 2269.1333387420614 2251.6333314148646 150 GTEX 1 100 100 0.0 0.001 125 3464 -88 2269.677007110844 2253.304933033062 150 GTEX 1 100 100 0.0 0.001 125 3464 -89 2268.827144749731 2251.8372579944453 150 GTEX 1 100 100 0.0 0.001 125 3464 -90 2267.9644000572303 2251.006431666617 150 GTEX 1 100 100 0.0 0.001 125 3464 -91 2268.3533702289037 2250.129291955056 150 GTEX 1 100 100 0.0 0.001 125 3464 -92 2268.4507947683815 2250.4231862115316 150 GTEX 1 100 100 0.0 0.001 125 3464 -93 2267.6065714187275 2248.5378199820284 150 GTEX 1 100 100 0.0 0.001 125 3464 -94 2267.245691215827 2248.597159614128 150 GTEX 1 100 100 0.0 0.001 125 3464 -95 2267.2447046989296 2248.539560992455 150 GTEX 1 100 100 0.0 0.001 125 3464 -96 2267.582647184793 2250.6151164819985 150 GTEX 1 100 100 0.0 0.001 125 3464 -97 2267.3788808998115 2249.487195149121 150 GTEX 1 100 100 0.0 0.001 125 3464 -98 2266.8974953652737 2253.0047486744 150 GTEX 1 100 100 0.0 0.001 125 3464 -99 2267.0117140564757 2248.9657479057746 150 GTEX 1 100 100 0.0 0.001 125 3464 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index db470fa6a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3323.6633473564834 4077.6562537131654 150 GTEX 1 100 100 1.0 0.001 125 9036 -1 2547.0332446446373 3010.37427454031 150 GTEX 1 100 100 1.0 0.001 125 9036 -2 2469.2454529550014 2515.774943652715 150 GTEX 1 100 100 1.0 0.001 125 9036 -3 2429.4581640140173 2467.6127061735087 150 GTEX 1 100 100 1.0 0.001 125 9036 -4 2405.290647338081 2412.856392399893 150 GTEX 1 100 100 1.0 0.001 125 9036 -5 2384.960981366399 2398.8706291401795 150 GTEX 1 100 100 1.0 0.001 125 9036 -6 2372.321780722056 2395.268188940708 150 GTEX 1 100 100 1.0 0.001 125 9036 -7 2362.903742420216 2390.851861409815 150 GTEX 1 100 100 1.0 0.001 125 9036 -8 2354.242950558725 2364.7811534576995 150 GTEX 1 100 100 1.0 0.001 125 9036 -9 2347.439900866579 2361.0317262134627 150 GTEX 1 100 100 1.0 0.001 125 9036 -10 2340.745398747376 2361.6464477074915 150 GTEX 1 100 100 1.0 0.001 125 9036 -11 2337.768540581139 2360.5637912532675 150 GTEX 1 100 100 1.0 0.001 125 9036 -12 2334.987844700671 2350.9518481352484 150 GTEX 1 100 100 1.0 0.001 125 9036 -13 2330.3823831199 2349.3580252643774 150 GTEX 1 100 100 1.0 0.001 125 9036 -14 2326.579638893657 2338.8273262052935 150 GTEX 1 100 100 1.0 0.001 125 9036 -15 2324.953828461283 2375.860694102008 150 GTEX 1 100 100 1.0 0.001 125 9036 -16 2322.6498909194024 2342.3885182427816 150 GTEX 1 100 100 1.0 0.001 125 9036 -17 2319.168775288296 2330.3597379619177 150 GTEX 1 100 100 1.0 0.001 125 9036 -18 2315.878954087843 2334.5541217064224 150 GTEX 1 100 100 1.0 0.001 125 9036 -19 2314.0399127499636 2331.2221303729502 150 GTEX 1 100 100 1.0 0.001 125 9036 -20 2312.1936560985696 2329.237387769576 150 GTEX 1 100 100 1.0 0.001 125 9036 -21 2310.5033100692704 2328.720978827531 150 GTEX 1 100 100 1.0 0.001 125 9036 -22 2308.6540879358067 2323.6544361187025 150 GTEX 1 100 100 1.0 0.001 125 9036 -23 2306.8339563427976 2320.04359116935 150 GTEX 1 100 100 1.0 0.001 125 9036 -24 2305.5814455394398 2326.721975348295 150 GTEX 1 100 100 1.0 0.001 125 9036 -25 2303.3790170893794 2320.0177489306084 150 GTEX 1 100 100 1.0 0.001 125 9036 -26 2302.5953524774795 2319.2036281339115 150 GTEX 1 100 100 1.0 0.001 125 9036 -27 2301.2056524370014 2316.881157820669 150 GTEX 1 100 100 1.0 0.001 125 9036 -28 2299.674678658638 2315.744172186906 150 GTEX 1 100 100 1.0 0.001 125 9036 -29 2298.6091298794086 2317.2434341952826 150 GTEX 1 100 100 1.0 0.001 125 9036 -30 2297.436667079972 2317.9808720925917 150 GTEX 1 100 100 1.0 0.001 125 9036 -31 2296.0681620148857 2315.4371732414447 150 GTEX 1 100 100 1.0 0.001 125 9036 -32 2295.9110658653085 2310.28392858469 150 GTEX 1 100 100 1.0 0.001 125 9036 -33 2294.4401873004995 2310.169172279735 150 GTEX 1 100 100 1.0 0.001 125 9036 -34 2292.790195109286 2311.637195891754 150 GTEX 1 100 100 1.0 0.001 125 9036 -35 2292.601580629382 2307.1321121041765 150 GTEX 1 100 100 1.0 0.001 125 9036 -36 2292.3273642364597 2306.2481708018954 150 GTEX 1 100 100 1.0 0.001 125 9036 -37 2289.75298510719 2306.131945940025 150 GTEX 1 100 100 1.0 0.001 125 9036 -38 2289.9361934466438 2306.4437914946234 150 GTEX 1 100 100 1.0 0.001 125 9036 -39 2288.4550161292186 2303.5952983899715 150 GTEX 1 100 100 1.0 0.001 125 9036 -40 2287.624753177361 2310.6654721104146 150 GTEX 1 100 100 1.0 0.001 125 9036 -41 2286.9737216799967 2303.1814814230333 150 GTEX 1 100 100 1.0 0.001 125 9036 -42 2286.5295270639954 2306.442455683371 150 GTEX 1 100 100 1.0 0.001 125 9036 -43 2285.5958753670234 2301.359960287696 150 GTEX 1 100 100 1.0 0.001 125 9036 -44 2284.701368203571 2301.8031149744534 150 GTEX 1 100 100 1.0 0.001 125 9036 -45 2284.4653544673274 2305.6338011302873 150 GTEX 1 100 100 1.0 0.001 125 9036 -46 2283.4745430467347 2299.252118825006 150 GTEX 1 100 100 1.0 0.001 125 9036 -47 2282.2616154666784 2299.0083629767705 150 GTEX 1 100 100 1.0 0.001 125 9036 -48 2281.5993632486534 2300.943489335789 150 GTEX 1 100 100 1.0 0.001 125 9036 -49 2281.169838423108 2297.366392418459 150 GTEX 1 100 100 1.0 0.001 125 9036 -50 2280.8501144188367 2297.1785108907143 150 GTEX 1 100 100 1.0 0.001 125 9036 -51 2280.811336160726 2296.2105244103495 150 GTEX 1 100 100 1.0 0.001 125 9036 -52 2279.548981412406 2296.054507411478 150 GTEX 1 100 100 1.0 0.001 125 9036 -53 2278.7891620955525 2295.170471887625 150 GTEX 1 100 100 1.0 0.001 125 9036 -54 2279.0074400095396 2295.049926293667 150 GTEX 1 100 100 1.0 0.001 125 9036 -55 2277.7786954591857 2296.5298315708174 150 GTEX 1 100 100 1.0 0.001 125 9036 -56 2278.164436357256 2294.0268842457817 150 GTEX 1 100 100 1.0 0.001 125 9036 -57 2277.4670682741694 2297.9160504359256 150 GTEX 1 100 100 1.0 0.001 125 9036 -58 2277.130699717811 2294.8273809744833 150 GTEX 1 100 100 1.0 0.001 125 9036 -59 2275.763309983652 2297.521966622356 150 GTEX 1 100 100 1.0 0.001 125 9036 -60 2275.4950748426277 2291.807781495069 150 GTEX 1 100 100 1.0 0.001 125 9036 -61 2275.164272341794 2293.7940149343513 150 GTEX 1 100 100 1.0 0.001 125 9036 -62 2274.533672812673 2293.4468478938925 150 GTEX 1 100 100 1.0 0.001 125 9036 -63 2274.0344820845603 2291.0922944391637 150 GTEX 1 100 100 1.0 0.001 125 9036 -64 2273.5596870832564 2293.8597412109375 150 GTEX 1 100 100 1.0 0.001 125 9036 -65 2273.3173000826887 2288.7412773103315 150 GTEX 1 100 100 1.0 0.001 125 9036 -66 2272.956776484474 2294.95172884981 150 GTEX 1 100 100 1.0 0.001 125 9036 -67 2273.2217176225226 2292.9859517028576 150 GTEX 1 100 100 1.0 0.001 125 9036 -68 2271.8975582378675 2288.3823005473205 150 GTEX 1 100 100 1.0 0.001 125 9036 -69 2271.2688173701245 2290.6444904051805 150 GTEX 1 100 100 1.0 0.001 125 9036 -70 2271.7452356603035 2289.5412138152033 150 GTEX 1 100 100 1.0 0.001 125 9036 -71 2271.765419026495 2290.6084416030476 150 GTEX 1 100 100 1.0 0.001 125 9036 -72 2271.7497312054784 2287.686528543102 150 GTEX 1 100 100 1.0 0.001 125 9036 -73 2269.9154852051865 2287.2090024766812 150 GTEX 1 100 100 1.0 0.001 125 9036 -74 2269.98129741491 2286.184373050588 150 GTEX 1 100 100 1.0 0.001 125 9036 -75 2270.5031401482206 2287.7334545991266 150 GTEX 1 100 100 1.0 0.001 125 9036 -76 2269.673389074177 2286.9968944012894 150 GTEX 1 100 100 1.0 0.001 125 9036 -77 2269.4796791032336 2288.205722359197 150 GTEX 1 100 100 1.0 0.001 125 9036 -78 2268.5748057757787 2284.632062904735 150 GTEX 1 100 100 1.0 0.001 125 9036 -79 2268.624177137524 2287.5994302147697 150 GTEX 1 100 100 1.0 0.001 125 9036 -80 2268.2165938671833 2286.37382060584 150 GTEX 1 100 100 1.0 0.001 125 9036 -81 2267.4214565284756 2285.7426298308283 150 GTEX 1 100 100 1.0 0.001 125 9036 -82 2268.125059777962 2283.84839563406 150 GTEX 1 100 100 1.0 0.001 125 9036 -83 2267.566388043252 2291.9488952404645 150 GTEX 1 100 100 1.0 0.001 125 9036 -84 2267.0078355550036 2285.117198639496 150 GTEX 1 100 100 1.0 0.001 125 9036 -85 2266.9141345791218 2284.3921107303054 150 GTEX 1 100 100 1.0 0.001 125 9036 -86 2266.516539489353 2282.593364294944 150 GTEX 1 100 100 1.0 0.001 125 9036 -87 2266.0549621227437 2285.1574242885576 150 GTEX 1 100 100 1.0 0.001 125 9036 -88 2266.589473657879 2283.5740651177816 150 GTEX 1 100 100 1.0 0.001 125 9036 -89 2265.74672680842 2282.681332432272 150 GTEX 1 100 100 1.0 0.001 125 9036 -90 2264.877799094057 2282.1303836256834 150 GTEX 1 100 100 1.0 0.001 125 9036 -91 2265.3139401382764 2283.8094510270616 150 GTEX 1 100 100 1.0 0.001 125 9036 -92 2265.244876038352 2281.332926587007 150 GTEX 1 100 100 1.0 0.001 125 9036 -93 2264.6152213001824 2283.6748724527683 150 GTEX 1 100 100 1.0 0.001 125 9036 -94 2264.030557473081 2278.968794557985 150 GTEX 1 100 100 1.0 0.001 125 9036 -95 2263.6507265730215 2287.8225218334123 150 GTEX 1 100 100 1.0 0.001 125 9036 -96 2265.3433387750706 2282.120903914419 150 GTEX 1 100 100 1.0 0.001 125 9036 -97 2264.318564394327 2280.4489458323433 150 GTEX 1 100 100 1.0 0.001 125 9036 -98 2263.268050829939 2284.113284034874 150 GTEX 1 100 100 1.0 0.001 125 9036 -99 2262.944101312866 2279.1581441784992 150 GTEX 1 100 100 1.0 0.001 125 9036 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index d7de18f1f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3328.871875402302 3610.199299975493 150 GTEX 1 50 100 0.5 0.001 125 1816 -1 2554.8409842505957 2577.95988899492 150 GTEX 1 50 100 0.5 0.001 125 1816 -2 2479.1997334129824 2578.979853756981 150 GTEX 1 50 100 0.5 0.001 125 1816 -3 2434.251646885439 2413.7328447117097 150 GTEX 1 50 100 0.5 0.001 125 1816 -4 2410.256118034604 2555.485642581838 150 GTEX 1 50 100 0.5 0.001 125 1816 -5 2392.4939655978087 2373.2198087162847 150 GTEX 1 50 100 0.5 0.001 125 1816 -6 2378.457329262999 2363.813864588284 150 GTEX 1 50 100 0.5 0.001 125 1816 -7 2367.811937989158 2352.2098773912785 150 GTEX 1 50 100 0.5 0.001 125 1816 -8 2359.3344282740786 2352.518976131773 150 GTEX 1 50 100 0.5 0.001 125 1816 -9 2351.7676148479586 2361.7347625616385 150 GTEX 1 50 100 0.5 0.001 125 1816 -10 2346.9793176760804 2345.9355649766812 150 GTEX 1 50 100 0.5 0.001 125 1816 -11 2340.744532663215 2324.105085829818 150 GTEX 1 50 100 0.5 0.001 125 1816 -12 2336.637838000794 2324.3821483075394 150 GTEX 1 50 100 0.5 0.001 125 1816 -13 2332.534852898762 2316.7739596638844 150 GTEX 1 50 100 0.5 0.001 125 1816 -14 2332.128807763357 2312.5826058623456 150 GTEX 1 50 100 0.5 0.001 125 1816 -15 2328.0663340935125 2311.094739558579 150 GTEX 1 50 100 0.5 0.001 125 1816 -16 2326.1065312143087 2313.677735767437 150 GTEX 1 50 100 0.5 0.001 125 1816 -17 2321.5767575339833 2306.8564346371495 150 GTEX 1 50 100 0.5 0.001 125 1816 -18 2320.0876672699824 2303.62737271269 150 GTEX 1 50 100 0.5 0.001 125 1816 -19 2318.106345768525 2309.414720658567 150 GTEX 1 50 100 0.5 0.001 125 1816 -20 2317.160979937711 2300.1036428009147 150 GTEX 1 50 100 0.5 0.001 125 1816 -21 2313.7256945590602 2294.7598120395674 150 GTEX 1 50 100 0.5 0.001 125 1816 -22 2313.016765810059 2295.983302359345 150 GTEX 1 50 100 0.5 0.001 125 1816 -23 2310.476785571343 2295.541014232563 150 GTEX 1 50 100 0.5 0.001 125 1816 -24 2309.314546015518 2291.255049904943 150 GTEX 1 50 100 0.5 0.001 125 1816 -25 2307.671072226839 2299.0512602483363 150 GTEX 1 50 100 0.5 0.001 125 1816 -26 2307.967195592461 2291.4211086954906 150 GTEX 1 50 100 0.5 0.001 125 1816 -27 2304.071019159069 2292.6137064074383 150 GTEX 1 50 100 0.5 0.001 125 1816 -28 2302.842176947307 2286.501391972879 150 GTEX 1 50 100 0.5 0.001 125 1816 -29 2302.4572913279762 2286.0213794780775 150 GTEX 1 50 100 0.5 0.001 125 1816 -30 2300.218308602415 2288.3272236290995 150 GTEX 1 50 100 0.5 0.001 125 1816 -31 2299.4062783416653 2284.3805729971186 150 GTEX 1 50 100 0.5 0.001 125 1816 -32 2298.82270325745 2281.9256642852897 150 GTEX 1 50 100 0.5 0.001 125 1816 -33 2297.5769275839757 2288.8063268625237 150 GTEX 1 50 100 0.5 0.001 125 1816 -34 2296.401887704493 2280.2650132560007 150 GTEX 1 50 100 0.5 0.001 125 1816 -35 2296.0861540468286 2281.623095610296 150 GTEX 1 50 100 0.5 0.001 125 1816 -36 2294.548241176587 2277.0673391828063 150 GTEX 1 50 100 0.5 0.001 125 1816 -37 2292.4627164230437 2280.31469030344 150 GTEX 1 50 100 0.5 0.001 125 1816 -38 2292.984211087693 2277.351238526319 150 GTEX 1 50 100 0.5 0.001 125 1816 -39 2291.7163569215763 2278.4648288973385 150 GTEX 1 50 100 0.5 0.001 125 1816 -40 2291.2061956737466 2274.9280801635277 150 GTEX 1 50 100 0.5 0.001 125 1816 -41 2290.5956109823514 2274.8245807836265 150 GTEX 1 50 100 0.5 0.001 125 1816 -42 2289.122289515554 2274.244891612702 150 GTEX 1 50 100 0.5 0.001 125 1816 -43 2288.664683669878 2273.9350075377256 150 GTEX 1 50 100 0.5 0.001 125 1816 -44 2287.877626207319 2273.8502582506535 150 GTEX 1 50 100 0.5 0.001 125 1816 -45 2287.4313057600993 2270.7560900554004 150 GTEX 1 50 100 0.5 0.001 125 1816 -46 2286.79015227443 2269.9906725285173 150 GTEX 1 50 100 0.5 0.001 125 1816 -47 2285.663905499036 2270.186799140031 150 GTEX 1 50 100 0.5 0.001 125 1816 -48 2285.194968609091 2270.0287450057926 150 GTEX 1 50 100 0.5 0.001 125 1816 -49 2284.650026257947 2275.173918169261 150 GTEX 1 50 100 0.5 0.001 125 1816 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index bec92c3ed..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3330.8475007447746 3471.2174021209603 150 GTEX 1 50 100 0.0 0.001 125 581 -1 2542.9818973091974 2783.989754448372 150 GTEX 1 50 100 0.0 0.001 125 581 -2 2469.61427542611 2518.8011075444097 150 GTEX 1 50 100 0.0 0.001 125 581 -3 2432.0160662170647 2495.5817448721186 150 GTEX 1 50 100 0.0 0.001 125 581 -4 2403.083504758718 2463.273759617098 150 GTEX 1 50 100 0.0 0.001 125 581 -5 2387.309448306659 2406.4046347730514 150 GTEX 1 50 100 0.0 0.001 125 581 -6 2370.8481672767903 2392.288879162458 150 GTEX 1 50 100 0.0 0.001 125 581 -7 2362.4377444758766 2384.60599137803 150 GTEX 1 50 100 0.0 0.001 125 581 -8 2355.8530383812686 2380.6180048605333 150 GTEX 1 50 100 0.0 0.001 125 581 -9 2347.1549082194233 2384.39059065322 150 GTEX 1 50 100 0.0 0.001 125 581 -10 2341.0125521858 2361.49822928425 150 GTEX 1 50 100 0.0 0.001 125 581 -11 2336.862793536099 2379.7640603649297 150 GTEX 1 50 100 0.0 0.001 125 581 -12 2332.0381353226585 2358.055798664746 150 GTEX 1 50 100 0.0 0.001 125 581 -13 2328.76855156708 2353.109830791053 150 GTEX 1 50 100 0.0 0.001 125 581 -14 2326.767647393165 2389.083470565738 150 GTEX 1 50 100 0.0 0.001 125 581 -15 2323.2007237723806 2347.6308709786417 150 GTEX 1 50 100 0.0 0.001 125 581 -16 2320.4143594556667 2342.908852464799 150 GTEX 1 50 100 0.0 0.001 125 581 -17 2317.7874162076982 2345.2192935145854 150 GTEX 1 50 100 0.0 0.001 125 581 -18 2315.8278184251876 2338.1156692794975 150 GTEX 1 50 100 0.0 0.001 125 581 -19 2312.7892949583916 2338.0572194146566 150 GTEX 1 50 100 0.0 0.001 125 581 -20 2312.2734916560485 2337.0297090363592 150 GTEX 1 50 100 0.0 0.001 125 581 -21 2310.5315694948986 2334.193150973592 150 GTEX 1 50 100 0.0 0.001 125 581 -22 2308.3031023266676 2337.4077589375893 150 GTEX 1 50 100 0.0 0.001 125 581 -23 2306.86027228836 2329.1091684551748 150 GTEX 1 50 100 0.0 0.001 125 581 -24 2304.7997720907165 2325.564547346572 150 GTEX 1 50 100 0.0 0.001 125 581 -25 2303.5621556964734 2329.877038527804 150 GTEX 1 50 100 0.0 0.001 125 581 -26 2301.948843371217 2328.5760530537073 150 GTEX 1 50 100 0.0 0.001 125 581 -27 2300.5078340850537 2331.0630235563212 150 GTEX 1 50 100 0.0 0.001 125 581 -28 2300.008674844815 2324.916735050796 150 GTEX 1 50 100 0.0 0.001 125 581 -29 2297.930483232875 2323.157419182955 150 GTEX 1 50 100 0.0 0.001 125 581 -30 2296.5731065910695 2322.970090452709 150 GTEX 1 50 100 0.0 0.001 125 581 -31 2295.7567042351475 2331.650771688599 150 GTEX 1 50 100 0.0 0.001 125 581 -32 2294.7808682256455 2316.8035619467382 150 GTEX 1 50 100 0.0 0.001 125 581 -33 2293.675121474596 2318.5092648118166 150 GTEX 1 50 100 0.0 0.001 125 581 -34 2292.5690414317496 2316.4146171540815 150 GTEX 1 50 100 0.0 0.001 125 581 -35 2291.7574376627776 2324.1480128067074 150 GTEX 1 50 100 0.0 0.001 125 581 -36 2290.06668002172 2317.3291707202056 150 GTEX 1 50 100 0.0 0.001 125 581 -37 2289.8268471235606 2315.568404861276 150 GTEX 1 50 100 0.0 0.001 125 581 -38 2288.8405909745284 2311.4191625326757 150 GTEX 1 50 100 0.0 0.001 125 581 -39 2288.2333687806163 2311.156371606167 150 GTEX 1 50 100 0.0 0.001 125 581 -40 2286.8593878169313 2311.912753609197 150 GTEX 1 50 100 0.0 0.001 125 581 -41 2286.415325058014 2311.0258724082105 150 GTEX 1 50 100 0.0 0.001 125 581 -42 2285.3455507401945 2312.4812615108126 150 GTEX 1 50 100 0.0 0.001 125 581 -43 2285.039744169921 2308.8595383792776 150 GTEX 1 50 100 0.0 0.001 125 581 -44 2283.903983337267 2307.4647379247863 150 GTEX 1 50 100 0.0 0.001 125 581 -45 2283.52491536699 2309.4485680177636 150 GTEX 1 50 100 0.0 0.001 125 581 -46 2282.4119810122706 2323.8298646179896 150 GTEX 1 50 100 0.0 0.001 125 581 -47 2282.2490541517163 2306.40670393447 150 GTEX 1 50 100 0.0 0.001 125 581 -48 2281.640509750771 2305.7662339591257 150 GTEX 1 50 100 0.0 0.001 125 581 -49 2281.0671335657335 2307.089835395378 150 GTEX 1 50 100 0.0 0.001 125 581 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 1f7674a41..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3325.6772385634804 3509.914206385159 150 GTEX 1 50 100 1.0 0.001 125 9288 -1 2550.014074331807 2787.6196265855215 150 GTEX 1 50 100 1.0 0.001 125 9288 -2 2470.0083933623046 2526.885075674311 150 GTEX 1 50 100 1.0 0.001 125 9288 -3 2428.22536335614 2415.2273046689343 150 GTEX 1 50 100 1.0 0.001 125 9288 -4 2406.903353966616 2384.562558482355 150 GTEX 1 50 100 1.0 0.001 125 9288 -5 2386.0645709015116 2376.945994329996 150 GTEX 1 50 100 1.0 0.001 125 9288 -6 2374.16636591148 2389.6419960863236 150 GTEX 1 50 100 1.0 0.001 125 9288 -7 2363.1726460274012 2350.1062021001662 150 GTEX 1 50 100 1.0 0.001 125 9288 -8 2357.572931847553 2343.2445212244534 150 GTEX 1 50 100 1.0 0.001 125 9288 -9 2350.28005103666 2329.5319675692135 150 GTEX 1 50 100 1.0 0.001 125 9288 -10 2344.319502041838 2324.664448205056 150 GTEX 1 50 100 1.0 0.001 125 9288 -11 2340.5688459799912 2325.012246947778 150 GTEX 1 50 100 1.0 0.001 125 9288 -12 2336.222189218552 2321.1311545716494 150 GTEX 1 50 100 1.0 0.001 125 9288 -13 2334.2631016891737 2310.951397449798 150 GTEX 1 50 100 1.0 0.001 125 9288 -14 2330.9961571641543 2319.8482512847554 150 GTEX 1 50 100 1.0 0.001 125 9288 -15 2327.286383322908 2303.957626748901 150 GTEX 1 50 100 1.0 0.001 125 9288 -16 2323.8459783408816 2311.878739157557 150 GTEX 1 50 100 1.0 0.001 125 9288 -17 2321.653381173583 2303.9366626812025 150 GTEX 1 50 100 1.0 0.001 125 9288 -18 2319.623392467956 2299.73050309678 150 GTEX 1 50 100 1.0 0.001 125 9288 -19 2317.2956746956534 2301.805025862197 150 GTEX 1 50 100 1.0 0.001 125 9288 -20 2316.026195899655 2293.316136581363 150 GTEX 1 50 100 1.0 0.001 125 9288 -21 2313.6619975298654 2295.011123251099 150 GTEX 1 50 100 1.0 0.001 125 9288 -22 2312.8428157050066 2288.5136978671576 150 GTEX 1 50 100 1.0 0.001 125 9288 -23 2309.8015106546095 2291.9438044907024 150 GTEX 1 50 100 1.0 0.001 125 9288 -24 2308.218069696875 2288.3490700377256 150 GTEX 1 50 100 1.0 0.001 125 9288 -25 2307.3950169008135 2286.10082311594 150 GTEX 1 50 100 1.0 0.001 125 9288 -26 2306.072733404317 2285.506483186787 150 GTEX 1 50 100 1.0 0.001 125 9288 -27 2304.463963585267 2284.879511031814 150 GTEX 1 50 100 1.0 0.001 125 9288 -28 2302.9872003984233 2286.6322309254692 150 GTEX 1 50 100 1.0 0.001 125 9288 -29 2302.0586395247556 2286.5285509929004 150 GTEX 1 50 100 1.0 0.001 125 9288 -30 2301.628931909652 2293.941098057272 150 GTEX 1 50 100 1.0 0.001 125 9288 -31 2299.4402378719333 2279.0795773118166 150 GTEX 1 50 100 1.0 0.001 125 9288 -32 2298.7775983350057 2277.890924838106 150 GTEX 1 50 100 1.0 0.001 125 9288 -33 2297.2493735950375 2276.856993468542 150 GTEX 1 50 100 1.0 0.001 125 9288 -34 2296.615366567336 2278.113354120871 150 GTEX 1 50 100 1.0 0.001 125 9288 -35 2295.466696118961 2277.3266680467264 150 GTEX 1 50 100 1.0 0.001 125 9288 -36 2294.4496106850606 2276.9569560584005 150 GTEX 1 50 100 1.0 0.001 125 9288 -37 2293.75008422555 2275.04901378327 150 GTEX 1 50 100 1.0 0.001 125 9288 -38 2293.158977582284 2272.1930771744296 150 GTEX 1 50 100 1.0 0.001 125 9288 -39 2291.7186671412455 2271.3649995172887 150 GTEX 1 50 100 1.0 0.001 125 9288 -40 2291.494086881569 2273.2048929308758 150 GTEX 1 50 100 1.0 0.001 125 9288 -41 2290.886756014519 2270.224163795152 150 GTEX 1 50 100 1.0 0.001 125 9288 -42 2289.6083835832696 2273.2805825585197 150 GTEX 1 50 100 1.0 0.001 125 9288 -43 2288.6789640267675 2267.3182572629516 150 GTEX 1 50 100 1.0 0.001 125 9288 -44 2287.9897412454943 2276.407586275398 150 GTEX 1 50 100 1.0 0.001 125 9288 -45 2287.4691820879025 2268.4426599074677 150 GTEX 1 50 100 1.0 0.001 125 9288 -46 2286.5872659220845 2273.1589322978552 150 GTEX 1 50 100 1.0 0.001 125 9288 -47 2286.2910777497245 2268.3170328466613 150 GTEX 1 50 100 1.0 0.001 125 9288 -48 2285.559261158828 2277.477091161924 150 GTEX 1 50 100 1.0 0.001 125 9288 -49 2284.7893080074205 2264.8981543711384 150 GTEX 1 50 100 1.0 0.001 125 9288 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 727a61e56..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2830.453140524734 2616.333757407765 50 GTEX 1 100 100 0.5 0.001 125 4293 -1 2437.470207390846 2394.868992098384 50 GTEX 1 100 100 0.5 0.001 125 4293 -2 2390.994436884375 2354.7681253527508 50 GTEX 1 100 100 0.5 0.001 125 4293 -3 2364.9230018584294 2337.272706470562 50 GTEX 1 100 100 0.5 0.001 125 4293 -4 2346.6000393740264 2347.6901590905713 50 GTEX 1 100 100 0.5 0.001 125 4293 -5 2337.336007980229 2312.777917434054 50 GTEX 1 100 100 0.5 0.001 125 4293 -6 2329.1402410594037 2307.3295638515924 50 GTEX 1 100 100 0.5 0.001 125 4293 -7 2322.2688305996735 2311.695558033062 50 GTEX 1 100 100 0.5 0.001 125 4293 -8 2317.61059799831 2299.435142604117 50 GTEX 1 100 100 0.5 0.001 125 4293 -9 2312.9511647315594 2293.3423000089115 50 GTEX 1 100 100 0.5 0.001 125 4293 -10 2308.91178825542 2290.824325967651 50 GTEX 1 100 100 0.5 0.001 125 4293 -11 2306.3942069326345 2287.1438025412904 50 GTEX 1 100 100 0.5 0.001 125 4293 -12 2303.555973216172 2284.704426928618 50 GTEX 1 100 100 0.5 0.001 125 4293 -13 2301.0646212666365 2281.2830522776558 50 GTEX 1 100 100 0.5 0.001 125 4293 -14 2298.3214120483076 2284.4763773058758 50 GTEX 1 100 100 0.5 0.001 125 4293 -15 2296.5017645072194 2281.562564052103 50 GTEX 1 100 100 0.5 0.001 125 4293 -16 2294.7842488009337 2275.2370507998157 50 GTEX 1 100 100 0.5 0.001 125 4293 -17 2291.918836149379 2274.0320687529706 50 GTEX 1 100 100 0.5 0.001 125 4293 -18 2290.4713212002466 2272.5146303358188 50 GTEX 1 100 100 0.5 0.001 125 4293 -19 2289.57270490792 2272.0355628416114 50 GTEX 1 100 100 0.5 0.001 125 4293 -20 2288.4033036788564 2270.013202159577 50 GTEX 1 100 100 0.5 0.001 125 4293 -21 2286.754310254123 2269.4779034168546 50 GTEX 1 100 100 0.5 0.001 125 4293 -22 2285.455995141635 2266.1384708999226 50 GTEX 1 100 100 0.5 0.001 125 4293 -23 2284.3466373426277 2269.3059671496258 50 GTEX 1 100 100 0.5 0.001 125 4293 -24 2283.1028218602282 2264.638292203838 50 GTEX 1 100 100 0.5 0.001 125 4293 -25 2282.2794942866917 2265.7033826008496 50 GTEX 1 100 100 0.5 0.001 125 4293 -26 2280.9517620727756 2262.9942353107176 50 GTEX 1 100 100 0.5 0.001 125 4293 -27 2280.470053278205 2263.669208018952 50 GTEX 1 100 100 0.5 0.001 125 4293 -28 2279.524149187845 2264.0647497140862 50 GTEX 1 100 100 0.5 0.001 125 4293 -29 2278.4098288380032 2260.8699788720887 50 GTEX 1 100 100 0.5 0.001 125 4293 -30 2278.60977245382 2259.480128995366 50 GTEX 1 100 100 0.5 0.001 125 4293 -31 2278.018649873203 2259.2077056536655 50 GTEX 1 100 100 0.5 0.001 125 4293 -32 2276.797631224748 2264.1847095562025 50 GTEX 1 100 100 0.5 0.001 125 4293 -33 2276.091617670056 2259.0954000378742 50 GTEX 1 100 100 0.5 0.001 125 4293 -34 2275.2182662059654 2259.6490896246733 50 GTEX 1 100 100 0.5 0.001 125 4293 -35 2275.6625820283616 2260.1922133993285 50 GTEX 1 100 100 0.5 0.001 125 4293 -36 2274.522950740277 2256.8182628326995 50 GTEX 1 100 100 0.5 0.001 125 4293 -37 2273.8146437285027 2258.4301581437144 50 GTEX 1 100 100 0.5 0.001 125 4293 -38 2273.0461126633554 2255.6506969611455 50 GTEX 1 100 100 0.5 0.001 125 4293 -39 2273.032019041679 2257.014931102216 50 GTEX 1 100 100 0.5 0.001 125 4293 -40 2272.7720698018857 2257.3188741125537 50 GTEX 1 100 100 0.5 0.001 125 4293 -41 2271.4597301295785 2253.2721801293665 50 GTEX 1 100 100 0.5 0.001 125 4293 -42 2272.1911599947102 2254.060371427935 50 GTEX 1 100 100 0.5 0.001 125 4293 -43 2270.802137704287 2254.564988284963 50 GTEX 1 100 100 0.5 0.001 125 4293 -44 2270.4716456207666 2253.961890855216 50 GTEX 1 100 100 0.5 0.001 125 4293 -45 2270.300025412081 2252.794861071917 50 GTEX 1 100 100 0.5 0.001 125 4293 -46 2269.9033383387277 2251.695987367811 50 GTEX 1 100 100 0.5 0.001 125 4293 -47 2269.420673973573 2251.9865411678647 50 GTEX 1 100 100 0.5 0.001 125 4293 -48 2270.5654847977266 2254.395547264882 50 GTEX 1 100 100 0.5 0.001 125 4293 -49 2268.8757246595083 2255.1616586895498 50 GTEX 1 100 100 0.5 0.001 125 4293 -50 2268.6095660676974 2268.495451372386 50 GTEX 1 100 100 0.5 0.001 125 4293 -51 2268.4807516766714 2254.6065214323908 50 GTEX 1 100 100 0.5 0.001 125 4293 -52 2268.619224798973 2254.9481855617278 50 GTEX 1 100 100 0.5 0.001 125 4293 -53 2267.853677603163 2250.8937626247625 50 GTEX 1 100 100 0.5 0.001 125 4293 -54 2268.279606724964 2251.26689026111 50 GTEX 1 100 100 0.5 0.001 125 4293 -55 2267.677893335897 2249.7347258941304 50 GTEX 1 100 100 0.5 0.001 125 4293 -56 2267.108075461141 2255.0012773288972 50 GTEX 1 100 100 0.5 0.001 125 4293 -57 2267.6930973113017 2252.2210846527446 50 GTEX 1 100 100 0.5 0.001 125 4293 -58 2267.483356273148 2247.6417208479384 50 GTEX 1 100 100 0.5 0.001 125 4293 -59 2266.5440173658335 2251.515885385724 50 GTEX 1 100 100 0.5 0.001 125 4293 -60 2266.9666557598102 2263.3625441866684 50 GTEX 1 100 100 0.5 0.001 125 4293 -61 2266.487579671284 2248.9210557828837 50 GTEX 1 100 100 0.5 0.001 125 4293 -62 2266.6319610121836 2256.9459270288735 50 GTEX 1 100 100 0.5 0.001 125 4293 -63 2266.4397778807715 2253.961825874822 50 GTEX 1 100 100 0.5 0.001 125 4293 -64 2266.3229873446085 2247.8710315544795 50 GTEX 1 100 100 0.5 0.001 125 4293 -65 2265.6381437503715 2248.570403936698 50 GTEX 1 100 100 0.5 0.001 125 4293 -66 2265.730883740064 2249.705971605424 50 GTEX 1 100 100 0.5 0.001 125 4293 -67 2265.410885989861 2257.61573982964 50 GTEX 1 100 100 0.5 0.001 125 4293 -68 2265.908984519416 2250.4650632909043 50 GTEX 1 100 100 0.5 0.001 125 4293 -69 2265.775657743263 2246.4788201045626 50 GTEX 1 100 100 0.5 0.001 125 4293 -70 2264.830797884675 2250.8504267355333 50 GTEX 1 100 100 0.5 0.001 125 4293 -71 2265.987914794071 2248.514698101087 50 GTEX 1 100 100 0.5 0.001 125 4293 -72 2264.8541523454005 2249.4847653465126 50 GTEX 1 100 100 0.5 0.001 125 4293 -73 2264.567802186625 2248.8097466878567 50 GTEX 1 100 100 0.5 0.001 125 4293 -74 2265.0324310918436 2247.1322889436788 50 GTEX 1 100 100 0.5 0.001 125 4293 -75 2265.0170717659453 2246.766950135902 50 GTEX 1 100 100 0.5 0.001 125 4293 -76 2264.144064734324 2247.9661350032675 50 GTEX 1 100 100 0.5 0.001 125 4293 -77 2264.2089553370424 2247.8858118093513 50 GTEX 1 100 100 0.5 0.001 125 4293 -78 2263.980350560871 2247.9740161968275 50 GTEX 1 100 100 0.5 0.001 125 4293 -79 2264.5960819078773 2248.8198460335966 50 GTEX 1 100 100 0.5 0.001 125 4293 -80 2264.050454740604 2245.721151953868 50 GTEX 1 100 100 0.5 0.001 125 4293 -81 2264.1815215332704 2247.4404626418427 50 GTEX 1 100 100 0.5 0.001 125 4293 -82 2264.5865502112188 2258.131731504723 50 GTEX 1 100 100 0.5 0.001 125 4293 -83 2264.261011136753 2248.7354378935956 50 GTEX 1 100 100 0.5 0.001 125 4293 -84 2263.7592073535043 2246.1959804056264 50 GTEX 1 100 100 0.5 0.001 125 4293 -85 2263.7896768874775 2246.0200311348917 50 GTEX 1 100 100 0.5 0.001 125 4293 -86 2264.0023366014016 2247.15619523081 50 GTEX 1 100 100 0.5 0.001 125 4293 -87 2264.116987638392 2249.2586112947065 50 GTEX 1 100 100 0.5 0.001 125 4293 -88 2263.671924230427 2247.0836241979564 50 GTEX 1 100 100 0.5 0.001 125 4293 -89 2263.437796310952 2248.0427482808045 50 GTEX 1 100 100 0.5 0.001 125 4293 -90 2263.2446591562716 2252.0383973792477 50 GTEX 1 100 100 0.5 0.001 125 4293 -91 2263.628164028459 2246.6194585647872 50 GTEX 1 100 100 0.5 0.001 125 4293 -92 2264.0396387203577 2247.419972466879 50 GTEX 1 100 100 0.5 0.001 125 4293 -93 2263.0602051245446 2246.0552472596837 50 GTEX 1 100 100 0.5 0.001 125 4293 -94 2263.5745902089166 2248.9937711650427 50 GTEX 1 100 100 0.5 0.001 125 4293 -95 2262.768098641993 2246.2239461108306 50 GTEX 1 100 100 0.5 0.001 125 4293 -96 2263.3070046568014 2246.78354009476 50 GTEX 1 100 100 0.5 0.001 125 4293 -97 2262.9341586491646 2245.1475175632722 50 GTEX 1 100 100 0.5 0.001 125 4293 -98 2263.4328165333363 2245.589691046073 50 GTEX 1 100 100 0.5 0.001 125 4293 -99 2262.63279818733 2245.5695104562737 50 GTEX 1 100 100 0.5 0.001 125 4293 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index 6c7878ed4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2831.7659826104414 2511.0793331711916 50 GTEX 1 100 100 0.0 0.001 125 1483 -1 2436.0260828166674 2410.138523348384 50 GTEX 1 100 100 0.0 0.001 125 1483 -2 2389.480225202513 2363.4793886830143 50 GTEX 1 100 100 0.0 0.001 125 1483 -3 2362.978963186059 2344.3966612145023 50 GTEX 1 100 100 0.0 0.001 125 1483 -4 2346.673790396286 2332.283281101473 50 GTEX 1 100 100 0.0 0.001 125 1483 -5 2335.8677497687277 2320.017276430311 50 GTEX 1 100 100 0.0 0.001 125 1483 -6 2327.777118306106 2321.3862666721125 50 GTEX 1 100 100 0.0 0.001 125 1483 -7 2321.8404285837482 2316.2782376945697 50 GTEX 1 100 100 0.0 0.001 125 1483 -8 2317.219346232307 2303.6917585365672 50 GTEX 1 100 100 0.0 0.001 125 1483 -9 2312.2787747075367 2305.820314356583 50 GTEX 1 100 100 0.0 0.001 125 1483 -10 2309.372408658861 2296.712433905656 50 GTEX 1 100 100 0.0 0.001 125 1483 -11 2305.5481365264704 2296.857500315619 50 GTEX 1 100 100 0.0 0.001 125 1483 -12 2303.072533104303 2293.339702185569 50 GTEX 1 100 100 0.0 0.001 125 1483 -13 2300.406508401718 2290.438834882961 50 GTEX 1 100 100 0.0 0.001 125 1483 -14 2297.6532769618725 2293.373458108068 50 GTEX 1 100 100 0.0 0.001 125 1483 -15 2296.284705207481 2294.275920215215 50 GTEX 1 100 100 0.0 0.001 125 1483 -16 2293.034006594453 2283.830086479622 50 GTEX 1 100 100 0.0 0.001 125 1483 -17 2291.455373791237 2281.9700523927636 50 GTEX 1 100 100 0.0 0.001 125 1483 -18 2289.7922693375262 2285.623356924311 50 GTEX 1 100 100 0.0 0.001 125 1483 -19 2288.7885858236177 2280.7947817030063 50 GTEX 1 100 100 0.0 0.001 125 1483 -20 2287.4628029953556 2282.970487297261 50 GTEX 1 100 100 0.0 0.001 125 1483 -21 2285.78949830146 2283.3926212905476 50 GTEX 1 100 100 0.0 0.001 125 1483 -22 2285.1973284975934 2276.3051479325095 50 GTEX 1 100 100 0.0 0.001 125 1483 -23 2283.214315083811 2276.5963830984138 50 GTEX 1 100 100 0.0 0.001 125 1483 -24 2282.8928124143818 2276.0058872237405 50 GTEX 1 100 100 0.0 0.001 125 1483 -25 2281.7058540780226 2272.2251658856644 50 GTEX 1 100 100 0.0 0.001 125 1483 -26 2280.399802670832 2274.8540990561132 50 GTEX 1 100 100 0.0 0.001 125 1483 -27 2279.420357753826 2272.8237114387775 50 GTEX 1 100 100 0.0 0.001 125 1483 -28 2278.7688450670753 2274.8572673144904 50 GTEX 1 100 100 0.0 0.001 125 1483 -29 2278.0816304178743 2276.4486845183283 50 GTEX 1 100 100 0.0 0.001 125 1483 -30 2276.941174719998 2269.712528127228 50 GTEX 1 100 100 0.0 0.001 125 1483 -31 2275.8167772705106 2272.303088054004 50 GTEX 1 100 100 0.0 0.001 125 1483 -32 2275.2052256099723 2269.2706280262296 50 GTEX 1 100 100 0.0 0.001 125 1483 -33 2275.3066295359044 2272.164613440916 50 GTEX 1 100 100 0.0 0.001 125 1483 -34 2274.9487479276286 2267.839075588908 50 GTEX 1 100 100 0.0 0.001 125 1483 -35 2273.853513381392 2267.2936148407794 50 GTEX 1 100 100 0.0 0.001 125 1483 -36 2273.4704842571978 2265.29216067238 50 GTEX 1 100 100 0.0 0.001 125 1483 -37 2272.7444837938283 2267.88393712497 50 GTEX 1 100 100 0.0 0.001 125 1483 -38 2272.174364605133 2267.3743998596424 50 GTEX 1 100 100 0.0 0.001 125 1483 -39 2272.5656281307356 2264.4406770771448 50 GTEX 1 100 100 0.0 0.001 125 1483 -40 2271.5867845779667 2264.083102034072 50 GTEX 1 100 100 0.0 0.001 125 1483 -41 2271.1241474290628 2266.9881721757665 50 GTEX 1 100 100 0.0 0.001 125 1483 -42 2270.463286350984 2269.430989428618 50 GTEX 1 100 100 0.0 0.001 125 1483 -43 2270.900605366627 2263.2936914248157 50 GTEX 1 100 100 0.0 0.001 125 1483 -44 2270.6906730802557 2263.19162300603 50 GTEX 1 100 100 0.0 0.001 125 1483 -45 2269.5370231895167 2265.02846837497 50 GTEX 1 100 100 0.0 0.001 125 1483 -46 2268.6022942513714 2261.3472867900427 50 GTEX 1 100 100 0.0 0.001 125 1483 -47 2268.96209058543 2262.6499696448727 50 GTEX 1 100 100 0.0 0.001 125 1483 -48 2268.6387874079037 2261.4974680853434 50 GTEX 1 100 100 0.0 0.001 125 1483 -49 2268.8661761228973 2262.300779857563 50 GTEX 1 100 100 0.0 0.001 125 1483 -50 2268.368332049405 2261.9197854161716 50 GTEX 1 100 100 0.0 0.001 125 1483 -51 2268.000165279103 2260.7281382745664 50 GTEX 1 100 100 0.0 0.001 125 1483 -52 2267.021344291354 2262.770443760397 50 GTEX 1 100 100 0.0 0.001 125 1483 -53 2267.417253245443 2261.1114734025964 50 GTEX 1 100 100 0.0 0.001 125 1483 -54 2266.900875399001 2261.3981836123157 50 GTEX 1 100 100 0.0 0.001 125 1483 -55 2266.4568749453283 2260.580711219701 50 GTEX 1 100 100 0.0 0.001 125 1483 -56 2265.608846385388 2260.677247486187 50 GTEX 1 100 100 0.0 0.001 125 1483 -57 2267.1066817165465 2262.8695221527446 50 GTEX 1 100 100 0.0 0.001 125 1483 -58 2266.0467312801625 2259.440825603761 50 GTEX 1 100 100 0.0 0.001 125 1483 -59 2266.3911778816796 2260.8779705323195 50 GTEX 1 100 100 0.0 0.001 125 1483 -60 2266.1829466625845 2259.437191807272 50 GTEX 1 100 100 0.0 0.001 125 1483 -61 2264.73050544717 2260.0434305749463 50 GTEX 1 100 100 0.0 0.001 125 1483 -62 2265.6927596096557 2266.994451602602 50 GTEX 1 100 100 0.0 0.001 125 1483 -63 2265.1978270427044 2261.6568227557627 50 GTEX 1 100 100 0.0 0.001 125 1483 -64 2264.655694719981 2257.148661682361 50 GTEX 1 100 100 0.0 0.001 125 1483 -65 2265.4804986131926 2260.791763827828 50 GTEX 1 100 100 0.0 0.001 125 1483 -66 2265.2822051321778 2259.4972466878567 50 GTEX 1 100 100 0.0 0.001 125 1483 -67 2264.7992189382567 2258.3719941926092 50 GTEX 1 100 100 0.0 0.001 125 1483 -68 2263.892325061521 2256.6521260656787 50 GTEX 1 100 100 0.0 0.001 125 1483 -69 2263.9811437148865 2256.9599261265744 50 GTEX 1 100 100 0.0 0.001 125 1483 -70 2264.307228450225 2257.7133784421044 50 GTEX 1 100 100 0.0 0.001 125 1483 -71 2264.5177162745013 2269.122171496257 50 GTEX 1 100 100 0.0 0.001 125 1483 -72 2264.0773011833458 2258.125301230543 50 GTEX 1 100 100 0.0 0.001 125 1483 -73 2264.68875033422 2259.0948198557808 50 GTEX 1 100 100 0.0 0.001 125 1483 -74 2263.9915062684854 2258.5830426234256 50 GTEX 1 100 100 0.0 0.001 125 1483 -75 2263.9937790946924 2258.2122115798775 50 GTEX 1 100 100 0.0 0.001 125 1483 -76 2263.7271604085654 2256.732646057361 50 GTEX 1 100 100 0.0 0.001 125 1483 -77 2263.4424996090447 2257.0724280759864 50 GTEX 1 100 100 0.0 0.001 125 1483 -78 2263.1874843205346 2259.4713510723623 50 GTEX 1 100 100 0.0 0.001 125 1483 -79 2263.315911985796 2258.3607864669975 50 GTEX 1 100 100 0.0 0.001 125 1483 -80 2262.9088289626134 2256.6865109055666 50 GTEX 1 100 100 0.0 0.001 125 1483 -81 2262.9426044654706 2255.0817481211384 50 GTEX 1 100 100 0.0 0.001 125 1483 -82 2263.5410767955464 2257.4739544654526 50 GTEX 1 100 100 0.0 0.001 125 1483 -83 2262.5422252906064 2256.8258854971186 50 GTEX 1 100 100 0.0 0.001 125 1483 -84 2263.5252614241413 2256.596725173776 50 GTEX 1 100 100 0.0 0.001 125 1483 -85 2263.5979187263156 2257.605925469344 50 GTEX 1 100 100 0.0 0.001 125 1483 -86 2263.0941460612357 2258.6351276586265 50 GTEX 1 100 100 0.0 0.001 125 1483 -87 2263.244077391366 2256.6229206273765 50 GTEX 1 100 100 0.0 0.001 125 1483 -88 2262.2007384976678 2256.6716169350047 50 GTEX 1 100 100 0.0 0.001 125 1483 -89 2262.122288200336 2258.862974449709 50 GTEX 1 100 100 0.0 0.001 125 1483 -90 2262.1065896770524 2256.6133160609256 50 GTEX 1 100 100 0.0 0.001 125 1483 -91 2262.017319310665 2257.6856749792064 50 GTEX 1 100 100 0.0 0.001 125 1483 -92 2261.9248501012153 2257.059209671311 50 GTEX 1 100 100 0.0 0.001 125 1483 -93 2262.0627669893197 2256.2274926479326 50 GTEX 1 100 100 0.0 0.001 125 1483 -94 2261.61655792304 2257.397544019576 50 GTEX 1 100 100 0.0 0.001 125 1483 -95 2262.739182484015 2258.0286294335197 50 GTEX 1 100 100 0.0 0.001 125 1483 -96 2262.397519890227 2256.6028681417833 50 GTEX 1 100 100 0.0 0.001 125 1483 -97 2262.1959649256546 2257.3928440804716 50 GTEX 1 100 100 0.0 0.001 125 1483 -98 2261.2934424864825 2254.5421713477303 50 GTEX 1 100 100 0.0 0.001 125 1483 -99 2261.698753859005 2255.2901755213284 50 GTEX 1 100 100 0.0 0.001 125 1483 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index 74ba13391..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2826.069427848051 2599.599115059856 50 GTEX 1 100 100 1.0 0.001 125 1469 -1 2430.288176120215 2423.4815520660054 50 GTEX 1 100 100 1.0 0.001 125 1469 -2 2381.487480900967 2400.675592806856 50 GTEX 1 100 100 1.0 0.001 125 1469 -3 2359.0658320669413 2377.1279431477246 50 GTEX 1 100 100 1.0 0.001 125 1469 -4 2342.886317350525 2373.125819681262 50 GTEX 1 100 100 1.0 0.001 125 1469 -5 2332.528685453211 2355.274110047083 50 GTEX 1 100 100 1.0 0.001 125 1469 -6 2324.544869472576 2347.74998282661 50 GTEX 1 100 100 1.0 0.001 125 1469 -7 2318.8077065191915 2340.0620042924193 50 GTEX 1 100 100 1.0 0.001 125 1469 -8 2312.962379701364 2333.1423762216314 50 GTEX 1 100 100 1.0 0.001 125 1469 -9 2309.312233526452 2333.4849407935776 50 GTEX 1 100 100 1.0 0.001 125 1469 -10 2304.8639427790285 2328.6968984857713 50 GTEX 1 100 100 1.0 0.001 125 1469 -11 2301.8987170999426 2325.5803417597435 50 GTEX 1 100 100 1.0 0.001 125 1469 -12 2299.970283338257 2321.2010488763963 50 GTEX 1 100 100 1.0 0.001 125 1469 -13 2296.315535833355 2320.5265793020735 50 GTEX 1 100 100 1.0 0.001 125 1469 -14 2293.856226367332 2318.7241948929122 50 GTEX 1 100 100 1.0 0.001 125 1469 -15 2291.715575604526 2318.087807542924 50 GTEX 1 100 100 1.0 0.001 125 1469 -16 2290.191180806106 2314.184944413914 50 GTEX 1 100 100 1.0 0.001 125 1469 -17 2288.5291610206837 2313.8198590296756 50 GTEX 1 100 100 1.0 0.001 125 1469 -18 2286.710956918812 2310.734264997475 50 GTEX 1 100 100 1.0 0.001 125 1469 -19 2285.4017727389387 2307.4029550298537 50 GTEX 1 100 100 1.0 0.001 125 1469 -20 2284.158302462666 2306.383093772279 50 GTEX 1 100 100 1.0 0.001 125 1469 -21 2282.0789437620897 2305.7468906881236 50 GTEX 1 100 100 1.0 0.001 125 1469 -22 2280.867442626566 2306.3372547454255 50 GTEX 1 100 100 1.0 0.001 125 1469 -23 2280.481950820531 2305.059705843037 50 GTEX 1 100 100 1.0 0.001 125 1469 -24 2279.249065215023 2308.846443901497 50 GTEX 1 100 100 1.0 0.001 125 1469 -25 2278.5060812342795 2306.902509450006 50 GTEX 1 100 100 1.0 0.001 125 1469 -26 2278.112215768426 2309.2545175298537 50 GTEX 1 100 100 1.0 0.001 125 1469 -27 2276.5378394759014 2302.2470067245426 50 GTEX 1 100 100 1.0 0.001 125 1469 -28 2275.2497962701027 2300.34592313005 50 GTEX 1 100 100 1.0 0.001 125 1469 -29 2274.3737583307475 2299.664766608989 50 GTEX 1 100 100 1.0 0.001 125 1469 -30 2274.167159607056 2299.456582421132 50 GTEX 1 100 100 1.0 0.001 125 1469 -31 2272.7510254834638 2300.1312033069453 50 GTEX 1 100 100 1.0 0.001 125 1469 -32 2273.276342559392 2295.7962632560007 50 GTEX 1 100 100 1.0 0.001 125 1469 -33 2271.3618566364576 2297.2561327568023 50 GTEX 1 100 100 1.0 0.001 125 1469 -34 2270.9380349328176 2295.758129511496 50 GTEX 1 100 100 1.0 0.001 125 1469 -35 2270.721630405496 2294.2334118977246 50 GTEX 1 100 100 1.0 0.001 125 1469 -36 2270.845406014602 2295.6325507218394 50 GTEX 1 100 100 1.0 0.001 125 1469 -37 2269.2772134918087 2294.2985579922174 50 GTEX 1 100 100 1.0 0.001 125 1469 -38 2269.1785084196667 2295.1381789522934 50 GTEX 1 100 100 1.0 0.001 125 1469 -39 2267.9567617076095 2292.9767472299786 50 GTEX 1 100 100 1.0 0.001 125 1469 -40 2267.7395257817866 2295.2993674622744 50 GTEX 1 100 100 1.0 0.001 125 1469 -41 2268.2059259766243 2295.8074663401558 50 GTEX 1 100 100 1.0 0.001 125 1469 -42 2267.0616052647106 2292.9832146358126 50 GTEX 1 100 100 1.0 0.001 125 1469 -43 2267.268948763014 2301.337920794469 50 GTEX 1 100 100 1.0 0.001 125 1469 -44 2267.0109098391536 2291.992705950719 50 GTEX 1 100 100 1.0 0.001 125 1469 -45 2266.777354297535 2290.3066726510515 50 GTEX 1 100 100 1.0 0.001 125 1469 -46 2266.09474105569 2295.5372286604384 50 GTEX 1 100 100 1.0 0.001 125 1469 -47 2265.4090858428044 2291.1321153531962 50 GTEX 1 100 100 1.0 0.001 125 1469 -48 2265.5639335106075 2289.8308026563986 50 GTEX 1 100 100 1.0 0.001 125 1469 -49 2265.0516395975824 2293.097019442134 50 GTEX 1 100 100 1.0 0.001 125 1469 -50 2264.3136548390544 2291.078802652685 50 GTEX 1 100 100 1.0 0.001 125 1469 -51 2263.928003582139 2290.1616285200807 50 GTEX 1 100 100 1.0 0.001 125 1469 -52 2264.4555560521294 2291.3795217071647 50 GTEX 1 100 100 1.0 0.001 125 1469 -53 2264.2955035109626 2290.490899959898 50 GTEX 1 100 100 1.0 0.001 125 1469 -54 2263.5428546096805 2291.4086881572302 50 GTEX 1 100 100 1.0 0.001 125 1469 -55 2263.589197771494 2288.047961100879 50 GTEX 1 100 100 1.0 0.001 125 1469 -56 2263.189935242776 2291.877032029765 50 GTEX 1 100 100 1.0 0.001 125 1469 -57 2263.535929056814 2289.7426590720056 50 GTEX 1 100 100 1.0 0.001 125 1469 -58 2263.4687704503554 2294.6394567453362 50 GTEX 1 100 100 1.0 0.001 125 1469 -59 2262.8395811963182 2288.6956968126187 50 GTEX 1 100 100 1.0 0.001 125 1469 -60 2261.96800538012 2287.971328329224 50 GTEX 1 100 100 1.0 0.001 125 1469 -61 2262.2422996803866 2297.8456478916646 50 GTEX 1 100 100 1.0 0.001 125 1469 -62 2262.791542460199 2287.79685782661 50 GTEX 1 100 100 1.0 0.001 125 1469 -63 2262.5703752436507 2287.8865572273053 50 GTEX 1 100 100 1.0 0.001 125 1469 -64 2261.8573575324567 2286.111455765061 50 GTEX 1 100 100 1.0 0.001 125 1469 -65 2261.773748046256 2286.692298802133 50 GTEX 1 100 100 1.0 0.001 125 1469 -66 2261.635001255389 2288.7158193842088 50 GTEX 1 100 100 1.0 0.001 125 1469 -67 2261.377581799359 2286.5822373306796 50 GTEX 1 100 100 1.0 0.001 125 1469 -68 2261.3361343443426 2288.8967693604445 50 GTEX 1 100 100 1.0 0.001 125 1469 -69 2261.827811539633 2288.7659953882485 50 GTEX 1 100 100 1.0 0.001 125 1469 -70 2260.951750777371 2286.116216971394 50 GTEX 1 100 100 1.0 0.001 125 1469 -71 2260.4600419394756 2286.889213997148 50 GTEX 1 100 100 1.0 0.001 125 1469 -72 2260.9471164895576 2293.684816309708 50 GTEX 1 100 100 1.0 0.001 125 1469 -73 2261.599040581758 2286.5888648667715 50 GTEX 1 100 100 1.0 0.001 125 1469 -74 2260.3075300220503 2288.756122081452 50 GTEX 1 100 100 1.0 0.001 125 1469 -75 2260.800853715951 2286.487011811579 50 GTEX 1 100 100 1.0 0.001 125 1469 -76 2261.1315461510626 2284.869520296162 50 GTEX 1 100 100 1.0 0.001 125 1469 -77 2259.817949697386 2285.087906870099 50 GTEX 1 100 100 1.0 0.001 125 1469 -78 2260.8455828469946 2284.768132314936 50 GTEX 1 100 100 1.0 0.001 125 1469 -79 2259.3606816822994 2284.0197345458055 50 GTEX 1 100 100 1.0 0.001 125 1469 -80 2260.306718403401 2283.281973603107 50 GTEX 1 100 100 1.0 0.001 125 1469 -81 2259.63169317184 2285.945192750416 50 GTEX 1 100 100 1.0 0.001 125 1469 -82 2259.985346146895 2286.0077489120426 50 GTEX 1 100 100 1.0 0.001 125 1469 -83 2259.4415347803556 2284.8933950213877 50 GTEX 1 100 100 1.0 0.001 125 1469 -84 2260.2103684230833 2285.1282917211265 50 GTEX 1 100 100 1.0 0.001 125 1469 -85 2259.61875931484 2285.1935055808876 50 GTEX 1 100 100 1.0 0.001 125 1469 -86 2259.441368959692 2287.331771328422 50 GTEX 1 100 100 1.0 0.001 125 1469 -87 2259.2207369596363 2285.4699772011645 50 GTEX 1 100 100 1.0 0.001 125 1469 -88 2259.635875205071 2285.7605644197065 50 GTEX 1 100 100 1.0 0.001 125 1469 -89 2259.1406635797375 2289.0444614424905 50 GTEX 1 100 100 1.0 0.001 125 1469 -90 2259.4168851648324 2285.7259493635634 50 GTEX 1 100 100 1.0 0.001 125 1469 -91 2258.541194623635 2284.0807474230633 50 GTEX 1 100 100 1.0 0.001 125 1469 -92 2259.5981247771865 2294.0616223005286 50 GTEX 1 100 100 1.0 0.001 125 1469 -93 2259.586018476187 2285.8822276764495 50 GTEX 1 100 100 1.0 0.001 125 1469 -94 2259.1040694608573 2283.713120377109 50 GTEX 1 100 100 1.0 0.001 125 1469 -95 2258.9049019785834 2284.6584853255704 50 GTEX 1 100 100 1.0 0.001 125 1469 -96 2258.3143909229098 2284.412497400784 50 GTEX 1 100 100 1.0 0.001 125 1469 -97 2258.60564839335 2284.663387632189 50 GTEX 1 100 100 1.0 0.001 125 1469 -98 2258.8043623573994 2282.491820824917 50 GTEX 1 100 100 1.0 0.001 125 1469 -99 2258.880164372376 2285.6378702954194 50 GTEX 1 100 100 1.0 0.001 125 1469 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 2e813fd03..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2829.998620335978 2621.7002301234256 50 GTEX 1 50 100 0.5 0.001 125 9463 -1 2436.3452646415262 2404.190271413825 50 GTEX 1 50 100 0.5 0.001 125 9463 -2 2388.28658604705 2357.0778367655357 50 GTEX 1 50 100 0.5 0.001 125 9463 -3 2363.7616425704914 2338.5484373143418 50 GTEX 1 50 100 0.5 0.001 125 9463 -4 2347.5988537691783 2353.9396225381715 50 GTEX 1 50 100 0.5 0.001 125 9463 -5 2336.557167821239 2320.5837123856345 50 GTEX 1 50 100 0.5 0.001 125 9463 -6 2328.939972765181 2313.410701621168 50 GTEX 1 50 100 0.5 0.001 125 9463 -7 2322.0568974794023 2306.5844461999463 50 GTEX 1 50 100 0.5 0.001 125 9463 -8 2317.68475490726 2312.140164103345 50 GTEX 1 50 100 0.5 0.001 125 9463 -9 2312.711502167067 2294.7215163082224 50 GTEX 1 50 100 0.5 0.001 125 9463 -10 2309.1304546487963 2291.3087557368403 50 GTEX 1 50 100 0.5 0.001 125 9463 -11 2305.764633531692 2294.113180066243 50 GTEX 1 50 100 0.5 0.001 125 9463 -12 2303.257545381737 2292.2024143929716 50 GTEX 1 50 100 0.5 0.001 125 9463 -13 2300.199530121491 2284.447161192223 50 GTEX 1 50 100 0.5 0.001 125 9463 -14 2298.1737297415116 2282.134355784369 50 GTEX 1 50 100 0.5 0.001 125 9463 -15 2295.779718286424 2279.280951090185 50 GTEX 1 50 100 0.5 0.001 125 9463 -16 2293.8475555197497 2278.8709220161004 50 GTEX 1 50 100 0.5 0.001 125 9463 -17 2292.2474569608985 2275.8107014355096 50 GTEX 1 50 100 0.5 0.001 125 9463 -18 2290.5770393001676 2275.8531624101415 50 GTEX 1 50 100 0.5 0.001 125 9463 -19 2289.423255643989 2271.755424006357 50 GTEX 1 50 100 0.5 0.001 125 9463 -20 2287.97609660325 2273.0363737041052 50 GTEX 1 50 100 0.5 0.001 125 9463 -21 2286.4636693889793 2272.094039626901 50 GTEX 1 50 100 0.5 0.001 125 9463 -22 2285.4560299562377 2270.0332439698195 50 GTEX 1 50 100 0.5 0.001 125 9463 -23 2284.4063365465236 2270.2399823438986 50 GTEX 1 50 100 0.5 0.001 125 9463 -24 2282.9492245782226 2268.2628976800142 50 GTEX 1 50 100 0.5 0.001 125 9463 -25 2281.6626542880035 2265.660020719463 50 GTEX 1 50 100 0.5 0.001 125 9463 -26 2280.6670574326445 2265.853998800648 50 GTEX 1 50 100 0.5 0.001 125 9463 -27 2280.3009095998354 2266.1004039923955 50 GTEX 1 50 100 0.5 0.001 125 9463 -28 2279.176380860613 2268.1711393291052 50 GTEX 1 50 100 0.5 0.001 125 9463 -29 2278.738574749995 2264.184899855929 50 GTEX 1 50 100 0.5 0.001 125 9463 -30 2277.648978725235 2265.93156868242 50 GTEX 1 50 100 0.5 0.001 125 9463 -31 2276.682543767371 2262.2267514072896 50 GTEX 1 50 100 0.5 0.001 125 9463 -32 2275.9830773694976 2261.5131255755405 50 GTEX 1 50 100 0.5 0.001 125 9463 -33 2276.120571763057 2262.349286793756 50 GTEX 1 50 100 0.5 0.001 125 9463 -34 2274.3475756348535 2259.509819930044 50 GTEX 1 50 100 0.5 0.001 125 9463 -35 2274.2348673300594 2260.317658515031 50 GTEX 1 50 100 0.5 0.001 125 9463 -36 2273.936235146801 2259.8649057598623 50 GTEX 1 50 100 0.5 0.001 125 9463 -37 2273.9335491615197 2258.2838246160586 50 GTEX 1 50 100 0.5 0.001 125 9463 -38 2272.7899948608488 2257.3348165881953 50 GTEX 1 50 100 0.5 0.001 125 9463 -39 2272.5601377131584 2262.255463922885 50 GTEX 1 50 100 0.5 0.001 125 9463 -40 2272.0080267516437 2256.3529354429065 50 GTEX 1 50 100 0.5 0.001 125 9463 -41 2271.9721536045026 2259.3681575644605 50 GTEX 1 50 100 0.5 0.001 125 9463 -42 2270.7530251568774 2256.2090089747207 50 GTEX 1 50 100 0.5 0.001 125 9463 -43 2270.922415193691 2257.433929327323 50 GTEX 1 50 100 0.5 0.001 125 9463 -44 2270.440121023811 2259.892230944035 50 GTEX 1 50 100 0.5 0.001 125 9463 -45 2269.903797453077 2263.651035787488 50 GTEX 1 50 100 0.5 0.001 125 9463 -46 2269.8910103073918 2256.3569057450095 50 GTEX 1 50 100 0.5 0.001 125 9463 -47 2270.0334494576555 2254.033620391962 50 GTEX 1 50 100 0.5 0.001 125 9463 -48 2269.451203956012 2254.2662098235505 50 GTEX 1 50 100 0.5 0.001 125 9463 -49 2268.680515313886 2253.3417175060895 50 GTEX 1 50 100 0.5 0.001 125 9463 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index 3e162a143..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2826.183123907595 2694.1689731612405 50 GTEX 1 50 100 0.0 0.001 125 845 -1 2432.934582097888 2429.6015894204493 50 GTEX 1 50 100 0.0 0.001 125 845 -2 2387.4095705910167 2390.1068588662965 50 GTEX 1 50 100 0.0 0.001 125 845 -3 2363.20002851187 2362.631333267734 50 GTEX 1 50 100 0.0 0.001 125 845 -4 2344.2543153860533 2348.152339572689 50 GTEX 1 50 100 0.0 0.001 125 845 -5 2334.3463420116423 2376.1527856166826 50 GTEX 1 50 100 0.0 0.001 125 845 -6 2325.437605707449 2335.101983944273 50 GTEX 1 50 100 0.0 0.001 125 845 -7 2319.773004225822 2325.6844654155775 50 GTEX 1 50 100 0.0 0.001 125 845 -8 2315.1561246674305 2329.246215356167 50 GTEX 1 50 100 0.0 0.001 125 845 -9 2311.3246718813957 2319.421598369178 50 GTEX 1 50 100 0.0 0.001 125 845 -10 2305.97241788602 2314.8876535393892 50 GTEX 1 50 100 0.0 0.001 125 845 -11 2303.4514459561833 2316.6630098176092 50 GTEX 1 50 100 0.0 0.001 125 845 -12 2300.2879155780442 2311.6693398363236 50 GTEX 1 50 100 0.0 0.001 125 845 -13 2297.7278391643754 2311.5730583858126 50 GTEX 1 50 100 0.0 0.001 125 845 -14 2295.876732529362 2306.1770711108306 50 GTEX 1 50 100 0.0 0.001 125 845 -15 2293.870978346039 2304.2912917916765 50 GTEX 1 50 100 0.0 0.001 125 845 -16 2291.6153838456944 2308.7365666958767 50 GTEX 1 50 100 0.0 0.001 125 845 -17 2289.9734425958263 2300.0449023808815 50 GTEX 1 50 100 0.0 0.001 125 845 -18 2288.355650379072 2298.9682663602066 50 GTEX 1 50 100 0.0 0.001 125 845 -19 2286.4040432957495 2302.5205519063393 50 GTEX 1 50 100 0.0 0.001 125 845 -20 2286.0608372287866 2304.729710800113 50 GTEX 1 50 100 0.0 0.001 125 845 -21 2283.7611389192393 2294.3080038208473 50 GTEX 1 50 100 0.0 0.001 125 845 -22 2283.1543201363124 2302.9263642169676 50 GTEX 1 50 100 0.0 0.001 125 845 -23 2281.5837159673074 2292.6579510938986 50 GTEX 1 50 100 0.0 0.001 125 845 -24 2280.648890347721 2293.682930021685 50 GTEX 1 50 100 0.0 0.001 125 845 -25 2279.011421175407 2294.0374625898585 50 GTEX 1 50 100 0.0 0.001 125 845 -26 2278.9349062347333 2292.2055984323015 50 GTEX 1 50 100 0.0 0.001 125 845 -27 2277.1363885012574 2290.413602531636 50 GTEX 1 50 100 0.0 0.001 125 845 -28 2276.437855908394 2288.7957429486987 50 GTEX 1 50 100 0.0 0.001 125 845 -29 2276.2609481867935 2287.332157961769 50 GTEX 1 50 100 0.0 0.001 125 845 -30 2274.841176169317 2288.5761551657556 50 GTEX 1 50 100 0.0 0.001 125 845 -31 2274.8668890228064 2285.9699112924786 50 GTEX 1 50 100 0.0 0.001 125 845 -32 2273.8148661293426 2286.783373002317 50 GTEX 1 50 100 0.0 0.001 125 845 -33 2272.848026161601 2283.9038076654588 50 GTEX 1 50 100 0.0 0.001 125 845 -34 2272.339616346173 2283.9053815834422 50 GTEX 1 50 100 0.0 0.001 125 845 -35 2271.855522493431 2283.8201551546163 50 GTEX 1 50 100 0.0 0.001 125 845 -36 2271.069866022062 2282.0891521729445 50 GTEX 1 50 100 0.0 0.001 125 845 -37 2270.7252077993376 2284.053973643952 50 GTEX 1 50 100 0.0 0.001 125 845 -38 2270.246833212161 2281.9776843400964 50 GTEX 1 50 100 0.0 0.001 125 845 -39 2269.4929175235357 2283.595525821352 50 GTEX 1 50 100 0.0 0.001 125 845 -40 2269.53157148062 2281.8025751730333 50 GTEX 1 50 100 0.0 0.001 125 845 -41 2268.866650684615 2281.8689712118285 50 GTEX 1 50 100 0.0 0.001 125 845 -42 2269.1404337259937 2281.19950744861 50 GTEX 1 50 100 0.0 0.001 125 845 -43 2267.9516918762215 2279.502263174311 50 GTEX 1 50 100 0.0 0.001 125 845 -44 2267.6962595861364 2279.3501566027508 50 GTEX 1 50 100 0.0 0.001 125 845 -45 2267.05878971753 2279.7330350114366 50 GTEX 1 50 100 0.0 0.001 125 845 -46 2266.8451620029196 2278.552251199352 50 GTEX 1 50 100 0.0 0.001 125 845 -47 2266.5793017851483 2280.5608146870545 50 GTEX 1 50 100 0.0 0.001 125 845 -48 2266.1143855691976 2279.343730041736 50 GTEX 1 50 100 0.0 0.001 125 845 -49 2265.6208089923384 2278.220175391368 50 GTEX 1 50 100 0.0 0.001 125 845 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index 9dea86e95..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.001lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2841.5859589818992 2520.9694791728552 50 GTEX 1 50 100 1.0 0.001 125 5251 -1 2440.0701657371083 2384.775476027804 50 GTEX 1 50 100 1.0 0.001 125 5251 -2 2390.772528606772 2379.3290574686607 50 GTEX 1 50 100 1.0 0.001 125 5251 -3 2364.113543210544 2347.813534116564 50 GTEX 1 50 100 1.0 0.001 125 5251 -4 2348.2123336687227 2343.139083108068 50 GTEX 1 50 100 1.0 0.001 125 5251 -5 2336.8898333417233 2314.1029772160173 50 GTEX 1 50 100 1.0 0.001 125 5251 -6 2328.9882572923957 2309.4279831570816 50 GTEX 1 50 100 1.0 0.001 125 5251 -7 2322.8571163833085 2310.0710110392406 50 GTEX 1 50 100 1.0 0.001 125 5251 -8 2318.379937639052 2301.7209973933577 50 GTEX 1 50 100 1.0 0.001 125 5251 -9 2313.3650959160354 2303.5243031316836 50 GTEX 1 50 100 1.0 0.001 125 5251 -10 2309.8669163329278 2290.658408741534 50 GTEX 1 50 100 1.0 0.001 125 5251 -11 2306.751704007176 2285.620370146893 50 GTEX 1 50 100 1.0 0.001 125 5251 -12 2303.1280988348917 2285.936059291825 50 GTEX 1 50 100 1.0 0.001 125 5251 -13 2302.0473445587304 2285.1057648749406 50 GTEX 1 50 100 1.0 0.001 125 5251 -14 2298.4963654070552 2281.7337688257485 50 GTEX 1 50 100 1.0 0.001 125 5251 -15 2295.8176820633516 2277.925902856167 50 GTEX 1 50 100 1.0 0.001 125 5251 -16 2294.6578788592115 2280.0697912644073 50 GTEX 1 50 100 1.0 0.001 125 5251 -17 2293.332080712524 2274.741461112019 50 GTEX 1 50 100 1.0 0.001 125 5251 -18 2290.6802745773557 2275.269268543548 50 GTEX 1 50 100 1.0 0.001 125 5251 -19 2289.5048136474893 2272.9212716106226 50 GTEX 1 50 100 1.0 0.001 125 5251 -20 2288.2392378005507 2272.3840155655894 50 GTEX 1 50 100 1.0 0.001 125 5251 -21 2286.4754898491965 2272.425532003773 50 GTEX 1 50 100 1.0 0.001 125 5251 -22 2286.383363292803 2267.4887175469344 50 GTEX 1 50 100 1.0 0.001 125 5251 -23 2284.540624798849 2269.9532944131715 50 GTEX 1 50 100 1.0 0.001 125 5251 -24 2284.0775072213223 2270.5814037250475 50 GTEX 1 50 100 1.0 0.001 125 5251 -25 2282.2343861277786 2272.8453508384328 50 GTEX 1 50 100 1.0 0.001 125 5251 -26 2281.099098941347 2268.0224665072483 50 GTEX 1 50 100 1.0 0.001 125 5251 -27 2280.9170749431 2266.9618272672587 50 GTEX 1 50 100 1.0 0.001 125 5251 -28 2279.5900968392675 2269.5063555467264 50 GTEX 1 50 100 1.0 0.001 125 5251 -29 2278.64170505213 2263.473754418667 50 GTEX 1 50 100 1.0 0.001 125 5251 -30 2278.0551361441803 2260.3460154950394 50 GTEX 1 50 100 1.0 0.001 125 5251 -31 2277.803820616393 2261.4650888189162 50 GTEX 1 50 100 1.0 0.001 125 5251 -32 2276.6558365056744 2258.9413459110624 50 GTEX 1 50 100 1.0 0.001 125 5251 -33 2275.9044817534345 2261.020929256773 50 GTEX 1 50 100 1.0 0.001 125 5251 -34 2275.510203205873 2257.824103177727 50 GTEX 1 50 100 1.0 0.001 125 5251 -35 2275.4276903796576 2262.0572040978495 50 GTEX 1 50 100 1.0 0.001 125 5251 -36 2274.4928287334046 2263.433079940738 50 GTEX 1 50 100 1.0 0.001 125 5251 -37 2273.4996367418566 2255.687707008971 50 GTEX 1 50 100 1.0 0.001 125 5251 -38 2272.708131030405 2256.450476584779 50 GTEX 1 50 100 1.0 0.001 125 5251 -39 2272.6000356088916 2257.5862104176567 50 GTEX 1 50 100 1.0 0.001 125 5251 -40 2272.2582372123643 2255.319245893239 50 GTEX 1 50 100 1.0 0.001 125 5251 -41 2270.9749084969085 2257.3821079268655 50 GTEX 1 50 100 1.0 0.001 125 5251 -42 2272.055100865383 2256.212853493346 50 GTEX 1 50 100 1.0 0.001 125 5251 -43 2271.3414875150193 2255.7379851250594 50 GTEX 1 50 100 1.0 0.001 125 5251 -44 2270.783894826684 2260.360103244564 50 GTEX 1 50 100 1.0 0.001 125 5251 -45 2270.8180663134112 2254.3115986290995 50 GTEX 1 50 100 1.0 0.001 125 5251 -46 2270.0587692671747 2252.8651550060895 50 GTEX 1 50 100 1.0 0.001 125 5251 -47 2270.192463350281 2252.13225552519 50 GTEX 1 50 100 1.0 0.001 125 5251 -48 2269.3689139432536 2253.816212701254 50 GTEX 1 50 100 1.0 0.001 125 5251 -49 2269.6561238937725 2254.823903595087 50 GTEX 1 50 100 1.0 0.001 125 5251 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 594765aa0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2756.9070834615886 2733.2067119177755 100 GTEX 1 100 100 0.5 0.0025 125 615 -1 2412.065863786913 2473.4801410631535 100 GTEX 1 100 100 0.5 0.0025 125 615 -2 2369.6690376614574 2381.5528958976947 100 GTEX 1 100 100 0.5 0.0025 125 615 -3 2345.7689694196783 2346.458199040518 100 GTEX 1 100 100 0.5 0.0025 125 615 -4 2333.864014445533 2336.9147689297174 100 GTEX 1 100 100 0.5 0.0025 125 615 -5 2324.309031330873 2322.350466187916 100 GTEX 1 100 100 0.5 0.0025 125 615 -6 2318.2217755179176 2314.0947200644605 100 GTEX 1 100 100 0.5 0.0025 125 615 -7 2312.0039554546383 2310.3149321233363 100 GTEX 1 100 100 0.5 0.0025 125 615 -8 2308.21574397826 2309.9860589205086 100 GTEX 1 100 100 0.5 0.0025 125 615 -9 2304.248221670094 2304.441446166528 100 GTEX 1 100 100 0.5 0.0025 125 615 -10 2300.5763931927186 2298.8957315307152 100 GTEX 1 100 100 0.5 0.0025 125 615 -11 2297.986588383497 2304.0292291097317 100 GTEX 1 100 100 0.5 0.0025 125 615 -12 2296.703888007148 2298.009022063629 100 GTEX 1 100 100 0.5 0.0025 125 615 -13 2293.221551131356 2298.5870950793133 100 GTEX 1 100 100 0.5 0.0025 125 615 -14 2292.4925451104414 2295.1357626099098 100 GTEX 1 100 100 0.5 0.0025 125 615 -15 2290.6929773427596 2291.917950184173 100 GTEX 1 100 100 0.5 0.0025 125 615 -16 2289.6191449832727 2294.7610058222435 100 GTEX 1 100 100 0.5 0.0025 125 615 -17 2288.459939378235 2288.5796594656013 100 GTEX 1 100 100 0.5 0.0025 125 615 -18 2286.5118575184274 2300.208639978909 100 GTEX 1 100 100 0.5 0.0025 125 615 -19 2284.4064427697444 2285.1717830991565 100 GTEX 1 100 100 0.5 0.0025 125 615 -20 2284.5171917344874 2285.845833085789 100 GTEX 1 100 100 0.5 0.0025 125 615 -21 2283.1957923483797 2284.0152833887832 100 GTEX 1 100 100 0.5 0.0025 125 615 -22 2281.7072513814433 2283.8393944569866 100 GTEX 1 100 100 0.5 0.0025 125 615 -23 2282.0997336502373 2280.681072510694 100 GTEX 1 100 100 0.5 0.0025 125 615 -24 2280.2682848098575 2281.7654226324858 100 GTEX 1 100 100 0.5 0.0025 125 615 -25 2280.6480566798236 2287.4029703466613 100 GTEX 1 100 100 0.5 0.0025 125 615 -26 2278.9719358198213 2280.72225708472 100 GTEX 1 100 100 0.5 0.0025 125 615 -27 2278.1312982710915 2280.1177732518418 100 GTEX 1 100 100 0.5 0.0025 125 615 -28 2278.160623023562 2281.232410735504 100 GTEX 1 100 100 0.5 0.0025 125 615 -29 2277.182436332086 2279.469479637001 100 GTEX 1 100 100 0.5 0.0025 125 615 -30 2275.9057950891915 2275.6972238518892 100 GTEX 1 100 100 0.5 0.0025 125 615 -31 2276.3676312185585 2278.791137231167 100 GTEX 1 100 100 0.5 0.0025 125 615 -32 2275.7281989926355 2276.552169045568 100 GTEX 1 100 100 0.5 0.0025 125 615 -33 2274.1089628208924 2277.647498069154 100 GTEX 1 100 100 0.5 0.0025 125 615 -34 2274.360573628088 2273.865664173895 100 GTEX 1 100 100 0.5 0.0025 125 615 -35 2273.4276403497843 2282.383285000297 100 GTEX 1 100 100 0.5 0.0025 125 615 -36 2273.0234031753807 2274.177644330739 100 GTEX 1 100 100 0.5 0.0025 125 615 -37 2272.7805790581347 2282.722877183341 100 GTEX 1 100 100 0.5 0.0025 125 615 -38 2271.4987620185166 2273.6637246019486 100 GTEX 1 100 100 0.5 0.0025 125 615 -39 2272.2098441925323 2273.1289118197483 100 GTEX 1 100 100 0.5 0.0025 125 615 -40 2272.553755783866 2273.7430600938687 100 GTEX 1 100 100 0.5 0.0025 125 615 -41 2270.5775835168793 2273.8889726413972 100 GTEX 1 100 100 0.5 0.0025 125 615 -42 2271.5411704339335 2272.9075839546695 100 GTEX 1 100 100 0.5 0.0025 125 615 -43 2270.292657559029 2286.087512810421 100 GTEX 1 100 100 0.5 0.0025 125 615 -44 2270.7402900009984 2271.356291216136 100 GTEX 1 100 100 0.5 0.0025 125 615 -45 2269.9541201044995 2270.84063465423 100 GTEX 1 100 100 0.5 0.0025 125 615 -46 2270.09358136838 2273.822076253565 100 GTEX 1 100 100 0.5 0.0025 125 615 -47 2269.276418119974 2270.074715385872 100 GTEX 1 100 100 0.5 0.0025 125 615 -48 2270.0357297367664 2271.441751574382 100 GTEX 1 100 100 0.5 0.0025 125 615 -49 2268.3602044127792 2270.8582350582224 100 GTEX 1 100 100 0.5 0.0025 125 615 -50 2269.123065107536 2272.1215328318085 100 GTEX 1 100 100 0.5 0.0025 125 615 -51 2270.138408135043 2271.9155366266637 100 GTEX 1 100 100 0.5 0.0025 125 615 -52 2268.403555968677 2272.6987258272934 100 GTEX 1 100 100 0.5 0.0025 125 615 -53 2268.748389424902 2269.3659046013545 100 GTEX 1 100 100 0.5 0.0025 125 615 -54 2267.551485536518 2270.3141050157437 100 GTEX 1 100 100 0.5 0.0025 125 615 -55 2267.4860128852197 2276.4394521967088 100 GTEX 1 100 100 0.5 0.0025 125 615 -56 2267.356585705609 2274.3769791171576 100 GTEX 1 100 100 0.5 0.0025 125 615 -57 2267.2346779386207 2267.4752359716613 100 GTEX 1 100 100 0.5 0.0025 125 615 -58 2266.596418964809 2267.401003297291 100 GTEX 1 100 100 0.5 0.0025 125 615 -59 2266.336595805454 2272.1176005896505 100 GTEX 1 100 100 0.5 0.0025 125 615 -60 2266.211556967831 2267.1646770288735 100 GTEX 1 100 100 0.5 0.0025 125 615 -61 2265.812521946094 2268.95238236692 100 GTEX 1 100 100 0.5 0.0025 125 615 -62 2266.121710277931 2268.2554462853495 100 GTEX 1 100 100 0.5 0.0025 125 615 -63 2266.7745631463654 2268.220393075689 100 GTEX 1 100 100 0.5 0.0025 125 615 -64 2265.9889166809708 2268.467433682866 100 GTEX 1 100 100 0.5 0.0025 125 615 -65 2266.014538578087 2268.0992232057984 100 GTEX 1 100 100 0.5 0.0025 125 615 -66 2264.9347733203167 2269.6319074159337 100 GTEX 1 100 100 0.5 0.0025 125 615 -67 2265.7100102710815 2268.2224724483126 100 GTEX 1 100 100 0.5 0.0025 125 615 -68 2265.300552221491 2266.5734185628567 100 GTEX 1 100 100 0.5 0.0025 125 615 -69 2265.5247383282885 2266.995592472671 100 GTEX 1 100 100 0.5 0.0025 125 615 -70 2264.424931980003 2268.7166696990853 100 GTEX 1 100 100 0.5 0.0025 125 615 -71 2266.166634628636 2267.4351217175617 100 GTEX 1 100 100 0.5 0.0025 125 615 -72 2265.542159787576 2270.4411481850047 100 GTEX 1 100 100 0.5 0.0025 125 615 -73 2264.938368559866 2268.8937384891874 100 GTEX 1 100 100 0.5 0.0025 125 615 -74 2264.8960699780737 2267.837715177935 100 GTEX 1 100 100 0.5 0.0025 125 615 -75 2266.033920666856 2266.0724847017586 100 GTEX 1 100 100 0.5 0.0025 125 615 -76 2264.3670051746362 2271.0621351814993 100 GTEX 1 100 100 0.5 0.0025 125 615 -77 2263.8658618630834 2268.12948364722 100 GTEX 1 100 100 0.5 0.0025 125 615 -78 2263.41533632763 2263.991006713403 100 GTEX 1 100 100 0.5 0.0025 125 615 -79 2264.9393556956898 2267.8114751663497 100 GTEX 1 100 100 0.5 0.0025 125 615 -80 2263.5849908006926 2270.9948934692848 100 GTEX 1 100 100 0.5 0.0025 125 615 -81 2264.388748596069 2266.0031664017943 100 GTEX 1 100 100 0.5 0.0025 125 615 -82 2264.567315169016 2266.1609805727185 100 GTEX 1 100 100 0.5 0.0025 125 615 -83 2264.638556548405 2269.015656561906 100 GTEX 1 100 100 0.5 0.0025 125 615 -84 2263.6596231997496 2268.77691023794 100 GTEX 1 100 100 0.5 0.0025 125 615 -85 2262.9223036064423 2265.7667435910766 100 GTEX 1 100 100 0.5 0.0025 125 615 -86 2264.303733966715 2272.3263872385933 100 GTEX 1 100 100 0.5 0.0025 125 615 -87 2263.129031453627 2264.6121784398765 100 GTEX 1 100 100 0.5 0.0025 125 615 -88 2263.7507711821327 2266.368753527507 100 GTEX 1 100 100 0.5 0.0025 125 615 -89 2263.366309449931 2265.181239603137 100 GTEX 1 100 100 0.5 0.0025 125 615 -90 2265.315764397669 2266.425437782201 100 GTEX 1 100 100 0.5 0.0025 125 615 -91 2262.888293453163 2265.0250388025784 100 GTEX 1 100 100 0.5 0.0025 125 615 -92 2262.215160743405 2264.265444911478 100 GTEX 1 100 100 0.5 0.0025 125 615 -93 2263.4364103029357 2282.7721555296457 100 GTEX 1 100 100 0.5 0.0025 125 615 -94 2263.6609274579214 2265.42274852216 100 GTEX 1 100 100 0.5 0.0025 125 615 -95 2263.1965480057784 2265.200723510278 100 GTEX 1 100 100 0.5 0.0025 125 615 -96 2262.3919610812973 2268.965685710254 100 GTEX 1 100 100 0.5 0.0025 125 615 -97 2262.2464152048315 2263.830988778814 100 GTEX 1 100 100 0.5 0.0025 125 615 -98 2263.2705262255568 2266.000562544558 100 GTEX 1 100 100 0.5 0.0025 125 615 -99 2262.828368547487 2262.9060921904706 100 GTEX 1 100 100 0.5 0.0025 125 615 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 302b4b546..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2766.6201267808574 2804.5179030269724 100 GTEX 1 100 100 0.0 0.0025 125 5928 -1 2415.417459812086 2467.681429902864 100 GTEX 1 100 100 0.0 0.0025 125 5928 -2 2372.6575054145733 2337.879039923954 100 GTEX 1 100 100 0.0 0.0025 125 5928 -3 2351.4426614066874 2342.2274202412073 100 GTEX 1 100 100 0.0 0.0025 125 5928 -4 2336.1917270343283 2310.8093094626306 100 GTEX 1 100 100 0.0 0.0025 125 5928 -5 2327.944364047068 2304.7324720027327 100 GTEX 1 100 100 0.0 0.0025 125 5928 -6 2320.6742832421173 2295.157360236454 100 GTEX 1 100 100 0.0 0.0025 125 5928 -7 2315.2868363253606 2292.7751047112642 100 GTEX 1 100 100 0.0 0.0025 125 5928 -8 2309.9763150068575 2286.89567304836 100 GTEX 1 100 100 0.0 0.0025 125 5928 -9 2305.6408282657026 2286.937688443144 100 GTEX 1 100 100 0.0 0.0025 125 5928 -10 2302.9527487186165 2280.0202543889613 100 GTEX 1 100 100 0.0 0.0025 125 5928 -11 2300.7444957339476 2279.139173152329 100 GTEX 1 100 100 0.0 0.0025 125 5928 -12 2298.8881277872315 2279.2632801360505 100 GTEX 1 100 100 0.0 0.0025 125 5928 -13 2296.391202973982 2273.820499086561 100 GTEX 1 100 100 0.0 0.0025 125 5928 -14 2295.4989642526753 2282.115322562678 100 GTEX 1 100 100 0.0 0.0025 125 5928 -15 2293.9330817948203 2270.2362204432034 100 GTEX 1 100 100 0.0 0.0025 125 5928 -16 2291.886652782775 2271.3785470012476 100 GTEX 1 100 100 0.0 0.0025 125 5928 -17 2289.6262842204333 2267.382411478137 100 GTEX 1 100 100 0.0 0.0025 125 5928 -18 2288.6159054458085 2270.5546512966375 100 GTEX 1 100 100 0.0 0.0025 125 5928 -19 2288.611689552153 2264.5983617514257 100 GTEX 1 100 100 0.0 0.0025 125 5928 -20 2287.177190751426 2266.5878767006297 100 GTEX 1 100 100 0.0 0.0025 125 5928 -21 2285.6714766177906 2264.283731322778 100 GTEX 1 100 100 0.0 0.0025 125 5928 -22 2284.798195195523 2261.0788425692135 100 GTEX 1 100 100 0.0 0.0025 125 5928 -23 2282.8638064605175 2267.8494265016043 100 GTEX 1 100 100 0.0 0.0025 125 5928 -24 2283.7345672023953 2264.1227405388545 100 GTEX 1 100 100 0.0 0.0025 125 5928 -25 2281.443328763938 2274.263282920924 100 GTEX 1 100 100 0.0 0.0025 125 5928 -26 2281.69345149186 2260.6759195654113 100 GTEX 1 100 100 0.0 0.0025 125 5928 -27 2280.2830745172787 2259.1512595057034 100 GTEX 1 100 100 0.0 0.0025 125 5928 -28 2280.044879246453 2259.409314289746 100 GTEX 1 100 100 0.0 0.0025 125 5928 -29 2278.963446575522 2258.033779593928 100 GTEX 1 100 100 0.0 0.0025 125 5928 -30 2279.0266293027753 2256.070323639496 100 GTEX 1 100 100 0.0 0.0025 125 5928 -31 2278.4250073342764 2265.425695847196 100 GTEX 1 100 100 0.0 0.0025 125 5928 -32 2278.4567449966 2258.7749998143418 100 GTEX 1 100 100 0.0 0.0025 125 5928 -33 2276.8452440880164 2255.85501481553 100 GTEX 1 100 100 0.0 0.0025 125 5928 -34 2276.051775116647 2255.5646805563806 100 GTEX 1 100 100 0.0 0.0025 125 5928 -35 2276.227518380047 2255.825253794855 100 GTEX 1 100 100 0.0 0.0025 125 5928 -36 2277.050430989308 2252.9326793830205 100 GTEX 1 100 100 0.0 0.0025 125 5928 -37 2275.139808558884 2257.0985845413497 100 GTEX 1 100 100 0.0 0.0025 125 5928 -38 2274.368565823015 2254.5245449515805 100 GTEX 1 100 100 0.0 0.0025 125 5928 -39 2273.8675379670003 2255.478441361692 100 GTEX 1 100 100 0.0 0.0025 125 5928 -40 2274.587718254034 2255.2905923241447 100 GTEX 1 100 100 0.0 0.0025 125 5928 -41 2274.0310606601383 2258.1314525531725 100 GTEX 1 100 100 0.0 0.0025 125 5928 -42 2273.8312062986474 2251.8742053826045 100 GTEX 1 100 100 0.0 0.0025 125 5928 -43 2273.1102018597085 2252.8393990984437 100 GTEX 1 100 100 0.0 0.0025 125 5928 -44 2272.526160956109 2253.7620464368465 100 GTEX 1 100 100 0.0 0.0025 125 5928 -45 2271.8823810310237 2254.7732082120365 100 GTEX 1 100 100 0.0 0.0025 125 5928 -46 2272.668069944445 2252.3060465185363 100 GTEX 1 100 100 0.0 0.0025 125 5928 -47 2272.2484260962833 2251.9185860637476 100 GTEX 1 100 100 0.0 0.0025 125 5928 -48 2271.2536140394345 2253.004660022576 100 GTEX 1 100 100 0.0 0.0025 125 5928 -49 2271.2582487398663 2249.583044944154 100 GTEX 1 100 100 0.0 0.0025 125 5928 -50 2270.766846476783 2255.0818706555965 100 GTEX 1 100 100 0.0 0.0025 125 5928 -51 2271.5039002412573 2259.7436885471125 100 GTEX 1 100 100 0.0 0.0025 125 5928 -52 2270.1584897394405 2254.502961249406 100 GTEX 1 100 100 0.0 0.0025 125 5928 -53 2270.032344751629 2251.7077154007247 100 GTEX 1 100 100 0.0 0.0025 125 5928 -54 2269.4401591651426 2249.1430199916826 100 GTEX 1 100 100 0.0 0.0025 125 5928 -55 2269.1707382129616 2253.7160690945816 100 GTEX 1 100 100 0.0 0.0025 125 5928 -56 2269.2416341283374 2247.3271103775546 100 GTEX 1 100 100 0.0 0.0025 125 5928 -57 2270.4049861525564 2247.5381769100522 100 GTEX 1 100 100 0.0 0.0025 125 5928 -58 2269.0602648509293 2249.002142496435 100 GTEX 1 100 100 0.0 0.0025 125 5928 -59 2268.375343426714 2252.775333070936 100 GTEX 1 100 100 0.0 0.0025 125 5928 -60 2268.92934546587 2251.860974445996 100 GTEX 1 100 100 0.0 0.0025 125 5928 -61 2268.615335904697 2254.7774161567254 100 GTEX 1 100 100 0.0 0.0025 125 5928 -62 2268.472909932405 2247.055961115732 100 GTEX 1 100 100 0.0 0.0025 125 5928 -63 2269.0912342710203 2247.0734612642586 100 GTEX 1 100 100 0.0 0.0025 125 5928 -64 2268.4439896482518 2251.899955256357 100 GTEX 1 100 100 0.0 0.0025 125 5928 -65 2268.141186288761 2245.120518209363 100 GTEX 1 100 100 0.0 0.0025 125 5928 -66 2267.7591269962436 2247.254504069629 100 GTEX 1 100 100 0.0 0.0025 125 5928 -67 2269.086648233667 2253.022065485385 100 GTEX 1 100 100 0.0 0.0025 125 5928 -68 2267.9224591632446 2254.4323489113 100 GTEX 1 100 100 0.0 0.0025 125 5928 -69 2267.831605041897 2249.3376195639257 100 GTEX 1 100 100 0.0 0.0025 125 5928 -70 2267.9735612749387 2248.2390628713165 100 GTEX 1 100 100 0.0 0.0025 125 5928 -71 2267.942778203232 2247.251669067847 100 GTEX 1 100 100 0.0 0.0025 125 5928 -72 2266.562115982038 2249.4976959808696 100 GTEX 1 100 100 0.0 0.0025 125 5928 -73 2266.4269585509205 2245.7949933534337 100 GTEX 1 100 100 0.0 0.0025 125 5928 -74 2266.4736153278327 2251.022082194629 100 GTEX 1 100 100 0.0 0.0025 125 5928 -75 2268.7676235129265 2245.609553231939 100 GTEX 1 100 100 0.0 0.0025 125 5928 -76 2265.9914102833363 2244.896842695461 100 GTEX 1 100 100 0.0 0.0025 125 5928 -77 2266.319906922773 2244.659112850523 100 GTEX 1 100 100 0.0 0.0025 125 5928 -78 2266.172261932073 2251.0777425439637 100 GTEX 1 100 100 0.0 0.0025 125 5928 -79 2268.4898548958304 2243.883701803113 100 GTEX 1 100 100 0.0 0.0025 125 5928 -80 2265.8148459368726 2246.5764837808933 100 GTEX 1 100 100 0.0 0.0025 125 5928 -81 2265.72233513042 2247.1549587467325 100 GTEX 1 100 100 0.0 0.0025 125 5928 -82 2266.645096922822 2247.1201524625712 100 GTEX 1 100 100 0.0 0.0025 125 5928 -83 2265.1077966348566 2246.6012682316423 100 GTEX 1 100 100 0.0 0.0025 125 5928 -84 2269.06319654994 2247.076734419558 100 GTEX 1 100 100 0.0 0.0025 125 5928 -85 2266.4275688638 2249.1841627925974 100 GTEX 1 100 100 0.0 0.0025 125 5928 -86 2265.130810118784 2243.171873143417 100 GTEX 1 100 100 0.0 0.0025 125 5928 -87 2265.9787629634106 2243.1910154393418 100 GTEX 1 100 100 0.0 0.0025 125 5928 -88 2265.516017064004 2245.643406160884 100 GTEX 1 100 100 0.0 0.0025 125 5928 -89 2265.616317083355 2244.7552327783387 100 GTEX 1 100 100 0.0 0.0025 125 5928 -90 2265.8981431747698 2246.66234330442 100 GTEX 1 100 100 0.0 0.0025 125 5928 -91 2265.5736595759035 2246.596279593928 100 GTEX 1 100 100 0.0 0.0025 125 5928 -92 2265.193002254542 2254.290851317431 100 GTEX 1 100 100 0.0 0.0025 125 5928 -93 2265.093048601804 2242.9158234686906 100 GTEX 1 100 100 0.0 0.0025 125 5928 -94 2265.0381698793753 2244.421298531072 100 GTEX 1 100 100 0.0 0.0025 125 5928 -95 2265.0233202908375 2243.2394601800142 100 GTEX 1 100 100 0.0 0.0025 125 5928 -96 2265.000474845392 2244.353648370663 100 GTEX 1 100 100 0.0 0.0025 125 5928 -97 2264.869718598982 2247.5195247519605 100 GTEX 1 100 100 0.0 0.0025 125 5928 -98 2265.0416290067224 2246.526898170152 100 GTEX 1 100 100 0.0 0.0025 125 5928 -99 2265.712977197312 2245.2136536804896 100 GTEX 1 100 100 0.0 0.0025 125 5928 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index 4be55335c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2752.921660258373 2595.527642659815 100 GTEX 1 100 100 1.0 0.0025 125 325 -1 2413.8013910986847 2473.515222121554 100 GTEX 1 100 100 1.0 0.0025 125 325 -2 2370.3210591313905 2363.252141568144 100 GTEX 1 100 100 1.0 0.0025 125 325 -3 2347.746773872605 2343.398097745366 100 GTEX 1 100 100 1.0 0.0025 125 325 -4 2332.933010747242 2321.6921665206155 100 GTEX 1 100 100 1.0 0.0025 125 325 -5 2325.204149529286 2311.4486357830324 100 GTEX 1 100 100 1.0 0.0025 125 325 -6 2319.5971382345006 2305.578082298598 100 GTEX 1 100 100 1.0 0.0025 125 325 -7 2314.3929320992493 2304.219193723265 100 GTEX 1 100 100 1.0 0.0025 125 325 -8 2309.424442022494 2295.4473036849454 100 GTEX 1 100 100 1.0 0.0025 125 325 -9 2304.888678734766 2293.2534430326164 100 GTEX 1 100 100 1.0 0.0025 125 325 -10 2302.009135815943 2293.979624933163 100 GTEX 1 100 100 1.0 0.0025 125 325 -11 2300.1163693568365 2289.935713039152 100 GTEX 1 100 100 1.0 0.0025 125 325 -12 2297.6078102512347 2288.817098755347 100 GTEX 1 100 100 1.0 0.0025 125 325 -13 2294.945284957781 2288.3852242009266 100 GTEX 1 100 100 1.0 0.0025 125 325 -14 2294.035103202861 2284.94748563005 100 GTEX 1 100 100 1.0 0.0025 125 325 -15 2292.2846912816394 2283.5819291379516 100 GTEX 1 100 100 1.0 0.0025 125 325 -16 2291.2543265009376 2283.715510263189 100 GTEX 1 100 100 1.0 0.0025 125 325 -17 2288.3555997560607 2275.949828637417 100 GTEX 1 100 100 1.0 0.0025 125 325 -18 2288.328166339117 2275.622147360682 100 GTEX 1 100 100 1.0 0.0025 125 325 -19 2286.770446177759 2278.372911344463 100 GTEX 1 100 100 1.0 0.0025 125 325 -20 2284.9187786666016 2277.289041149299 100 GTEX 1 100 100 1.0 0.0025 125 325 -21 2284.1151818694216 2275.834915451224 100 GTEX 1 100 100 1.0 0.0025 125 325 -22 2283.792537384178 2282.9345656710434 100 GTEX 1 100 100 1.0 0.0025 125 325 -23 2282.115024533206 2273.612948921697 100 GTEX 1 100 100 1.0 0.0025 125 325 -24 2280.830400637164 2270.5404837140563 100 GTEX 1 100 100 1.0 0.0025 125 325 -25 2281.801086664326 2273.5371827100166 100 GTEX 1 100 100 1.0 0.0025 125 325 -26 2280.7191750218276 2268.6579329922174 100 GTEX 1 100 100 1.0 0.0025 125 325 -27 2279.3269693872876 2281.990948231048 100 GTEX 1 100 100 1.0 0.0025 125 325 -28 2278.837882759479 2271.7856798063212 100 GTEX 1 100 100 1.0 0.0025 125 325 -29 2279.7483358104137 2271.5815438970412 100 GTEX 1 100 100 1.0 0.0025 125 325 -30 2276.6130134354453 2273.85757318649 100 GTEX 1 100 100 1.0 0.0025 125 325 -31 2277.1637380536913 2267.6657120737286 100 GTEX 1 100 100 1.0 0.0025 125 325 -32 2276.358412311764 2266.190785223087 100 GTEX 1 100 100 1.0 0.0025 125 325 -33 2275.9277001019577 2266.0228675291114 100 GTEX 1 100 100 1.0 0.0025 125 325 -34 2275.4005610102445 2266.9166088031725 100 GTEX 1 100 100 1.0 0.0025 125 325 -35 2274.544226098718 2267.9695845339234 100 GTEX 1 100 100 1.0 0.0025 125 325 -36 2274.770093183476 2270.5261796726472 100 GTEX 1 100 100 1.0 0.0025 125 325 -37 2274.016880878768 2266.726419543132 100 GTEX 1 100 100 1.0 0.0025 125 325 -38 2274.2180998695303 2263.596711249406 100 GTEX 1 100 100 1.0 0.0025 125 325 -39 2273.115608438565 2263.079532289686 100 GTEX 1 100 100 1.0 0.0025 125 325 -40 2272.82344880572 2263.640832008971 100 GTEX 1 100 100 1.0 0.0025 125 325 -41 2271.9482043814205 2271.6499756787666 100 GTEX 1 100 100 1.0 0.0025 125 325 -42 2272.236517439073 2263.6972749079137 100 GTEX 1 100 100 1.0 0.0025 125 325 -43 2273.2808667299073 2262.5097711947483 100 GTEX 1 100 100 1.0 0.0025 125 325 -44 2271.8596005986255 2268.7744873975166 100 GTEX 1 100 100 1.0 0.0025 125 325 -45 2271.2787515751675 2265.4508005584603 100 GTEX 1 100 100 1.0 0.0025 125 325 -46 2270.961314142424 2261.0022835967206 100 GTEX 1 100 100 1.0 0.0025 125 325 -47 2270.3893749494546 2261.952495618465 100 GTEX 1 100 100 1.0 0.0025 125 325 -48 2270.674458888235 2272.3093865108126 100 GTEX 1 100 100 1.0 0.0025 125 325 -49 2271.071223662624 2260.5828017318204 100 GTEX 1 100 100 1.0 0.0025 125 325 -50 2269.3985772483943 2260.843574552935 100 GTEX 1 100 100 1.0 0.0025 125 325 -51 2269.669005296771 2270.523490412607 100 GTEX 1 100 100 1.0 0.0025 125 325 -52 2269.813426068432 2257.040870811549 100 GTEX 1 100 100 1.0 0.0025 125 325 -53 2268.8141978179137 2257.712389347671 100 GTEX 1 100 100 1.0 0.0025 125 325 -54 2268.9427967452316 2265.1259626381297 100 GTEX 1 100 100 1.0 0.0025 125 325 -55 2269.3285035249914 2258.2571005005348 100 GTEX 1 100 100 1.0 0.0025 125 325 -56 2268.279371687713 2268.8431438257485 100 GTEX 1 100 100 1.0 0.0025 125 325 -57 2268.2603140452525 2261.7151157393655 100 GTEX 1 100 100 1.0 0.0025 125 325 -58 2267.820972301193 2259.125535624109 100 GTEX 1 100 100 1.0 0.0025 125 325 -59 2267.722994596361 2260.458594492633 100 GTEX 1 100 100 1.0 0.0025 125 325 -60 2267.4148340947504 2258.739444399061 100 GTEX 1 100 100 1.0 0.0025 125 325 -61 2267.912881511311 2261.2409816495365 100 GTEX 1 100 100 1.0 0.0025 125 325 -62 2268.4127891365647 2261.575894315886 100 GTEX 1 100 100 1.0 0.0025 125 325 -63 2267.356972276642 2259.114865843334 100 GTEX 1 100 100 1.0 0.0025 125 325 -64 2266.602354313008 2257.356822198788 100 GTEX 1 100 100 1.0 0.0025 125 325 -65 2267.242125349487 2257.0825315990373 100 GTEX 1 100 100 1.0 0.0025 125 325 -66 2266.4634996226614 2259.193739046162 100 GTEX 1 100 100 1.0 0.0025 125 325 -67 2266.6538539816765 2259.237612880228 100 GTEX 1 100 100 1.0 0.0025 125 325 -68 2267.403598751956 2256.4895409413616 100 GTEX 1 100 100 1.0 0.0025 125 325 -69 2266.917130156481 2257.446556410409 100 GTEX 1 100 100 1.0 0.0025 125 325 -70 2266.3574472767655 2256.8914548924668 100 GTEX 1 100 100 1.0 0.0025 125 325 -71 2265.3211331962343 2264.6490631683696 100 GTEX 1 100 100 1.0 0.0025 125 325 -72 2265.659795441773 2256.1237783685838 100 GTEX 1 100 100 1.0 0.0025 125 325 -73 2266.0613900073117 2259.3194436192966 100 GTEX 1 100 100 1.0 0.0025 125 325 -74 2266.509241961798 2255.8251990256654 100 GTEX 1 100 100 1.0 0.0025 125 325 -75 2265.4560967744865 2262.1157505049905 100 GTEX 1 100 100 1.0 0.0025 125 325 -76 2266.2537551546243 2258.171474906428 100 GTEX 1 100 100 1.0 0.0025 125 325 -77 2265.094271625903 2260.9686024016755 100 GTEX 1 100 100 1.0 0.0025 125 325 -78 2265.82609095039 2256.790620172885 100 GTEX 1 100 100 1.0 0.0025 125 325 -79 2265.9243362892566 2255.9736123900902 100 GTEX 1 100 100 1.0 0.0025 125 325 -80 2265.4851830082457 2254.9546603938925 100 GTEX 1 100 100 1.0 0.0025 125 325 -81 2265.031214205431 2254.745024358365 100 GTEX 1 100 100 1.0 0.0025 125 325 -82 2264.5953078116336 2259.392533567015 100 GTEX 1 100 100 1.0 0.0025 125 325 -83 2265.2824025954465 2256.1154218898528 100 GTEX 1 100 100 1.0 0.0025 125 325 -84 2264.7232313356594 2255.97305541528 100 GTEX 1 100 100 1.0 0.0025 125 325 -85 2264.9668960837234 2255.4504088195104 100 GTEX 1 100 100 1.0 0.0025 125 325 -86 2264.6663119617406 2257.630358097671 100 GTEX 1 100 100 1.0 0.0025 125 325 -87 2265.4507387555536 2266.283601361989 100 GTEX 1 100 100 1.0 0.0025 125 325 -88 2264.337859162915 2255.2487588744652 100 GTEX 1 100 100 1.0 0.0025 125 325 -89 2264.565712124188 2257.7783370217444 100 GTEX 1 100 100 1.0 0.0025 125 325 -90 2264.594914845029 2253.371315611633 100 GTEX 1 100 100 1.0 0.0025 125 325 -91 2265.0513631954254 2262.5896413824858 100 GTEX 1 100 100 1.0 0.0025 125 325 -92 2263.3971469097837 2252.9132177548718 100 GTEX 1 100 100 1.0 0.0025 125 325 -93 2264.402629100799 2255.7050279972673 100 GTEX 1 100 100 1.0 0.0025 125 325 -94 2263.87806144143 2255.3737783685838 100 GTEX 1 100 100 1.0 0.0025 125 325 -95 2263.8360857328416 2255.7663861989067 100 GTEX 1 100 100 1.0 0.0025 125 325 -96 2264.0749487735357 2254.6624593408387 100 GTEX 1 100 100 1.0 0.0025 125 325 -97 2263.6933499363745 2256.552145838284 100 GTEX 1 100 100 1.0 0.0025 125 325 -98 2264.906744831553 2254.7609371286835 100 GTEX 1 100 100 1.0 0.0025 125 325 -99 2263.6441399338655 2253.734449263308 100 GTEX 1 100 100 1.0 0.0025 125 325 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index ed0cc1d1d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2752.3043512167264 2734.7435233112524 100 GTEX 1 50 100 0.5 0.0025 125 9415 -1 2410.3563546398013 2398.563587029171 100 GTEX 1 50 100 0.5 0.0025 125 9415 -2 2368.23279841427 2393.7704381906487 100 GTEX 1 50 100 0.5 0.0025 125 9415 -3 2347.5010147554085 2347.261241608246 100 GTEX 1 50 100 0.5 0.0025 125 9415 -4 2333.720514816682 2336.3716989959603 100 GTEX 1 50 100 0.5 0.0025 125 9415 -5 2323.9211023994944 2321.842850485682 100 GTEX 1 50 100 0.5 0.0025 125 9415 -6 2318.0006033757477 2312.6971718675736 100 GTEX 1 50 100 0.5 0.0025 125 9415 -7 2313.1742364873953 2314.5132968452945 100 GTEX 1 50 100 0.5 0.0025 125 9415 -8 2307.7078811389233 2318.9907932063925 100 GTEX 1 50 100 0.5 0.0025 125 9415 -9 2304.8058714028007 2309.2607375460434 100 GTEX 1 50 100 0.5 0.0025 125 9415 -10 2300.9217436844765 2300.493264317966 100 GTEX 1 50 100 0.5 0.0025 125 9415 -11 2299.060476575291 2305.572299043489 100 GTEX 1 50 100 0.5 0.0025 125 9415 -12 2297.392652550884 2300.7885472983007 100 GTEX 1 50 100 0.5 0.0025 125 9415 -13 2294.8283615587784 2294.784237241564 100 GTEX 1 50 100 0.5 0.0025 125 9415 -14 2292.643667796276 2291.960626522398 100 GTEX 1 50 100 0.5 0.0025 125 9415 -15 2291.445043731267 2289.9121038052517 100 GTEX 1 50 100 0.5 0.0025 125 9415 -16 2288.545985835047 2292.7229598012714 100 GTEX 1 50 100 0.5 0.0025 125 9415 -17 2288.2981671891093 2294.9868553944866 100 GTEX 1 50 100 0.5 0.0025 125 9415 -18 2287.5909293724667 2292.3964723072127 100 GTEX 1 50 100 0.5 0.0025 125 9415 -19 2285.3883169465726 2287.568061393477 100 GTEX 1 50 100 0.5 0.0025 125 9415 -20 2284.754311337244 2289.017167820223 100 GTEX 1 50 100 0.5 0.0025 125 9415 -21 2283.001048590045 2288.486906450511 100 GTEX 1 50 100 0.5 0.0025 125 9415 -22 2282.091963082492 2282.043008666528 100 GTEX 1 50 100 0.5 0.0025 125 9415 -23 2280.967821662172 2283.0856283789803 100 GTEX 1 50 100 0.5 0.0025 125 9415 -24 2280.0915050770523 2279.4593334125475 100 GTEX 1 50 100 0.5 0.0025 125 9415 -25 2279.787404783351 2279.9928484434413 100 GTEX 1 50 100 0.5 0.0025 125 9415 -26 2278.3487133760696 2280.217038230751 100 GTEX 1 50 100 0.5 0.0025 125 9415 -27 2277.752523078729 2277.9910874747507 100 GTEX 1 50 100 0.5 0.0025 125 9415 -28 2277.150931953389 2278.931696322481 100 GTEX 1 50 100 0.5 0.0025 125 9415 -29 2277.130438711445 2277.252097010159 100 GTEX 1 50 100 0.5 0.0025 125 9415 -30 2277.8668935615988 2276.368034101711 100 GTEX 1 50 100 0.5 0.0025 125 9415 -31 2276.6493576112666 2282.7514342101354 100 GTEX 1 50 100 0.5 0.0025 125 9415 -32 2274.8914849722637 2277.3604490330918 100 GTEX 1 50 100 0.5 0.0025 125 9415 -33 2275.209893526114 2274.324596564579 100 GTEX 1 50 100 0.5 0.0025 125 9415 -34 2275.573490531666 2301.720617722196 100 GTEX 1 50 100 0.5 0.0025 125 9415 -35 2274.6737101679682 2276.8447646224454 100 GTEX 1 50 100 0.5 0.0025 125 9415 -36 2273.5192259388286 2279.511828288379 100 GTEX 1 50 100 0.5 0.0025 125 9415 -37 2273.0089317250054 2273.7874129262714 100 GTEX 1 50 100 0.5 0.0025 125 9415 -38 2272.4667590689205 2271.4836592873694 100 GTEX 1 50 100 0.5 0.0025 125 9415 -39 2272.330079079178 2271.3745126470412 100 GTEX 1 50 100 0.5 0.0025 125 9415 -40 2272.3724469291355 2273.817735563213 100 GTEX 1 50 100 0.5 0.0025 125 9415 -41 2270.91450178292 2270.1165460506772 100 GTEX 1 50 100 0.5 0.0025 125 9415 -42 2271.1682437595728 2273.9825982503567 100 GTEX 1 50 100 0.5 0.0025 125 9415 -43 2270.493088940324 2291.7834222017586 100 GTEX 1 50 100 0.5 0.0025 125 9415 -44 2271.648203984276 2273.7606558564044 100 GTEX 1 50 100 0.5 0.0025 125 9415 -45 2269.511226703615 2274.0749771640326 100 GTEX 1 50 100 0.5 0.0025 125 9415 -46 2270.568893147331 2269.1926334511645 100 GTEX 1 50 100 0.5 0.0025 125 9415 -47 2271.1430243192635 2273.1209860682034 100 GTEX 1 50 100 0.5 0.0025 125 9415 -48 2269.748653732208 2276.345059819095 100 GTEX 1 50 100 0.5 0.0025 125 9415 -49 2269.3261862392474 2269.40939969255 100 GTEX 1 50 100 0.5 0.0025 125 9415 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index a7f31fd86..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2753.445415938053 2618.4760593660885 100 GTEX 1 50 100 0.0 0.0025 125 8627 -1 2410.21047967508 2386.521564208056 100 GTEX 1 50 100 0.0 0.0025 125 8627 -2 2369.473906738952 2372.4305025398053 100 GTEX 1 50 100 0.0 0.0025 125 8627 -3 2348.5536526552764 2344.3594112033625 100 GTEX 1 50 100 0.0 0.0025 125 8627 -4 2334.4623426947305 2325.0020691614186 100 GTEX 1 50 100 0.0 0.0025 125 8627 -5 2326.127302998863 2316.640184061609 100 GTEX 1 50 100 0.0 0.0025 125 8627 -6 2318.1367984883345 2314.9773125594106 100 GTEX 1 50 100 0.0 0.0025 125 8627 -7 2312.845251876172 2307.0538381134147 100 GTEX 1 50 100 0.0 0.0025 125 8627 -8 2308.3085042377884 2308.4423011228614 100 GTEX 1 50 100 0.0 0.0025 125 8627 -9 2305.230894571274 2296.140802303648 100 GTEX 1 50 100 0.0 0.0025 125 8627 -10 2302.044003878398 2295.5096282378804 100 GTEX 1 50 100 0.0 0.0025 125 8627 -11 2299.6775600441006 2290.0363008332342 100 GTEX 1 50 100 0.0 0.0025 125 8627 -12 2296.884597947558 2290.8164823698908 100 GTEX 1 50 100 0.0 0.0025 125 8627 -13 2294.6079059269205 2289.214896662607 100 GTEX 1 50 100 0.0 0.0025 125 8627 -14 2292.9398959925347 2284.734983030834 100 GTEX 1 50 100 0.0 0.0025 125 8627 -15 2290.796624489592 2284.0209598903875 100 GTEX 1 50 100 0.0 0.0025 125 8627 -16 2289.584717879996 2292.696623247386 100 GTEX 1 50 100 0.0 0.0025 125 8627 -17 2288.4124378443294 2281.7275251381297 100 GTEX 1 50 100 0.0 0.0025 125 8627 -18 2287.2128003391304 2280.604704766219 100 GTEX 1 50 100 0.0 0.0025 125 8627 -19 2286.0548392658793 2277.3816307851116 100 GTEX 1 50 100 0.0 0.0025 125 8627 -20 2285.187725108642 2278.7630861231582 100 GTEX 1 50 100 0.0 0.0025 125 8627 -21 2284.1041012581945 2278.9639275264376 100 GTEX 1 50 100 0.0 0.0025 125 8627 -22 2284.026329768249 2276.2138579045863 100 GTEX 1 50 100 0.0 0.0025 125 8627 -23 2282.0746765233425 2274.8479718690587 100 GTEX 1 50 100 0.0 0.0025 125 8627 -24 2281.767087574354 2274.4089114113 100 GTEX 1 50 100 0.0 0.0025 125 8627 -25 2280.4632207963764 2277.695923315708 100 GTEX 1 50 100 0.0 0.0025 125 8627 -26 2279.0788618317247 2273.6484681336146 100 GTEX 1 50 100 0.0 0.0025 125 8627 -27 2278.253182673613 2271.317911010278 100 GTEX 1 50 100 0.0 0.0025 125 8627 -28 2278.278236344836 2274.176550803529 100 GTEX 1 50 100 0.0 0.0025 125 8627 -29 2277.4726793823693 2270.4763322837453 100 GTEX 1 50 100 0.0 0.0025 125 8627 -30 2277.094433449334 2272.4405160185956 100 GTEX 1 50 100 0.0 0.0025 125 8627 -31 2276.856161844268 2269.5474440425974 100 GTEX 1 50 100 0.0 0.0025 125 8627 -32 2276.824499923047 2272.4056447540397 100 GTEX 1 50 100 0.0 0.0025 125 8627 -33 2275.0581755363614 2270.803074129634 100 GTEX 1 50 100 0.0 0.0025 125 8627 -34 2275.275614289481 2270.5379234865136 100 GTEX 1 50 100 0.0 0.0025 125 8627 -35 2275.0060622022966 2268.8247636570222 100 GTEX 1 50 100 0.0 0.0025 125 8627 -36 2274.0153834898115 2268.1652442148884 100 GTEX 1 50 100 0.0 0.0025 125 8627 -37 2273.8715903867546 2269.2300630866803 100 GTEX 1 50 100 0.0 0.0025 125 8627 -38 2273.8081376787045 2270.457008971008 100 GTEX 1 50 100 0.0 0.0025 125 8627 -39 2272.11268323828 2271.1889936207817 100 GTEX 1 50 100 0.0 0.0025 125 8627 -40 2272.600489874985 2270.7123076580324 100 GTEX 1 50 100 0.0 0.0025 125 8627 -41 2271.1228821632462 2265.780297573075 100 GTEX 1 50 100 0.0 0.0025 125 8627 -42 2271.9258676417917 2270.0527863593156 100 GTEX 1 50 100 0.0 0.0025 125 8627 -43 2271.4064718592795 2272.998455323194 100 GTEX 1 50 100 0.0 0.0025 125 8627 -44 2270.41659638415 2265.8269163646623 100 GTEX 1 50 100 0.0 0.0025 125 8627 -45 2270.6830339827657 2266.2727988355514 100 GTEX 1 50 100 0.0 0.0025 125 8627 -46 2270.5717360562103 2265.759757270378 100 GTEX 1 50 100 0.0 0.0025 125 8627 -47 2269.5486238535423 2264.80507274091 100 GTEX 1 50 100 0.0 0.0025 125 8627 -48 2269.7182652517877 2263.2669431737168 100 GTEX 1 50 100 0.0 0.0025 125 8627 -49 2269.7281714504165 2266.94020968245 100 GTEX 1 50 100 0.0 0.0025 125 8627 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index 6ab48c13f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2752.9421426948957 2733.7839763916945 100 GTEX 1 50 100 1.0 0.0025 125 3483 -1 2410.4325387901727 2499.618899269249 100 GTEX 1 50 100 1.0 0.0025 125 3483 -2 2369.245737145314 2366.4150901185244 100 GTEX 1 50 100 1.0 0.0025 125 3483 -3 2345.82804077445 2410.0469613310956 100 GTEX 1 50 100 1.0 0.0025 125 3483 -4 2332.923544863077 2338.479792025606 100 GTEX 1 50 100 1.0 0.0025 125 3483 -5 2324.00705668787 2327.513464866029 100 GTEX 1 50 100 1.0 0.0025 125 3483 -6 2317.6113803211156 2324.058875022279 100 GTEX 1 50 100 1.0 0.0025 125 3483 -7 2311.2509557253156 2315.370051278814 100 GTEX 1 50 100 1.0 0.0025 125 3483 -8 2308.4471553529697 2310.8555040250712 100 GTEX 1 50 100 1.0 0.0025 125 3483 -9 2303.9192076082954 2305.5997170567966 100 GTEX 1 50 100 1.0 0.0025 125 3483 -10 2300.8965594713873 2317.218152180371 100 GTEX 1 50 100 1.0 0.0025 125 3483 -11 2298.777592790458 2302.2820798924668 100 GTEX 1 50 100 1.0 0.0025 125 3483 -12 2296.5782460774517 2302.1507879336978 100 GTEX 1 50 100 1.0 0.0025 125 3483 -13 2293.2944877497985 2298.1727475938687 100 GTEX 1 50 100 1.0 0.0025 125 3483 -14 2292.2984561503117 2297.08076598889 100 GTEX 1 50 100 1.0 0.0025 125 3483 -15 2290.0038419590337 2292.6575728151734 100 GTEX 1 50 100 1.0 0.0025 125 3483 -16 2288.990532516942 2295.577736974216 100 GTEX 1 50 100 1.0 0.0025 125 3483 -17 2287.5088115501544 2290.135699486098 100 GTEX 1 50 100 1.0 0.0025 125 3483 -18 2286.500744568303 2300.303199448966 100 GTEX 1 50 100 1.0 0.0025 125 3483 -19 2285.1054136397734 2290.5422307583767 100 GTEX 1 50 100 1.0 0.0025 125 3483 -20 2283.8768012559663 2286.6505864944747 100 GTEX 1 50 100 1.0 0.0025 125 3483 -21 2283.1078972361643 2289.95927307361 100 GTEX 1 50 100 1.0 0.0025 125 3483 -22 2281.865953567326 2288.1323994103495 100 GTEX 1 50 100 1.0 0.0025 125 3483 -23 2280.3044362675114 2283.347723086977 100 GTEX 1 50 100 1.0 0.0025 125 3483 -24 2279.7964371354524 2286.366492209779 100 GTEX 1 50 100 1.0 0.0025 125 3483 -25 2279.0921453562787 2286.946200874822 100 GTEX 1 50 100 1.0 0.0025 125 3483 -26 2279.2532146772587 2282.9842274016755 100 GTEX 1 50 100 1.0 0.0025 125 3483 -27 2279.055196670012 2283.846388204016 100 GTEX 1 50 100 1.0 0.0025 125 3483 -28 2277.5037612923097 2282.7160737360387 100 GTEX 1 50 100 1.0 0.0025 125 3483 -29 2275.8449076757997 2278.848070267942 100 GTEX 1 50 100 1.0 0.0025 125 3483 -30 2275.678729531077 2282.246070542716 100 GTEX 1 50 100 1.0 0.0025 125 3483 -31 2276.565156173666 2286.1657622014613 100 GTEX 1 50 100 1.0 0.0025 125 3483 -32 2274.8122250420047 2282.720907349097 100 GTEX 1 50 100 1.0 0.0025 125 3483 -33 2273.995495222508 2280.0554468423243 100 GTEX 1 50 100 1.0 0.0025 125 3483 -34 2274.1518586149587 2277.801184128446 100 GTEX 1 50 100 1.0 0.0025 125 3483 -35 2274.358675097543 2277.4326793830205 100 GTEX 1 50 100 1.0 0.0025 125 3483 -36 2273.113632774333 2284.4690442683577 100 GTEX 1 50 100 1.0 0.0025 125 3483 -37 2272.541108876558 2279.621213499584 100 GTEX 1 50 100 1.0 0.0025 125 3483 -38 2272.249251924448 2277.543454246376 100 GTEX 1 50 100 1.0 0.0025 125 3483 -39 2273.855744584808 2285.7341587081155 100 GTEX 1 50 100 1.0 0.0025 125 3483 -40 2271.3258405173483 2275.4320982726354 100 GTEX 1 50 100 1.0 0.0025 125 3483 -41 2270.164093162639 2275.9618936400902 100 GTEX 1 50 100 1.0 0.0025 125 3483 -42 2270.3217262307553 2282.385952909636 100 GTEX 1 50 100 1.0 0.0025 125 3483 -43 2270.4224595758624 2273.6227303276496 100 GTEX 1 50 100 1.0 0.0025 125 3483 -44 2270.3155452977694 2277.3390463477303 100 GTEX 1 50 100 1.0 0.0025 125 3483 -45 2269.324572311632 2278.5294816049786 100 GTEX 1 50 100 1.0 0.0025 125 3483 -46 2269.639373247407 2272.565860414686 100 GTEX 1 50 100 1.0 0.0025 125 3483 -47 2269.2213885084784 2271.868896484375 100 GTEX 1 50 100 1.0 0.0025 125 3483 -48 2268.0075479863854 2274.5390931336146 100 GTEX 1 50 100 1.0 0.0025 125 3483 -49 2269.234684488924 2271.7939833724454 100 GTEX 1 50 100 1.0 0.0025 125 3483 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index f09d073a1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2887.0488807079446 3049.7802316643892 150 GTEX 1 100 100 0.5 0.0025 125 2928 -1 2438.4216360428827 2631.1681669402033 150 GTEX 1 100 100 0.5 0.0025 125 2928 -2 2390.401212636453 2423.7421160215663 150 GTEX 1 100 100 0.5 0.0025 125 2928 -3 2362.5717307437594 2382.5394203563155 150 GTEX 1 100 100 0.5 0.0025 125 2928 -4 2346.252484421626 2368.397005146447 150 GTEX 1 100 100 0.5 0.0025 125 2928 -5 2335.80559267967 2348.6508742647934 150 GTEX 1 100 100 0.5 0.0025 125 2928 -6 2328.229730989886 2349.4017900242097 150 GTEX 1 100 100 0.5 0.0025 125 2928 -7 2322.312180995085 2335.3045036983126 150 GTEX 1 100 100 0.5 0.0025 125 2928 -8 2317.4086754173213 2330.539403647071 150 GTEX 1 100 100 0.5 0.0025 125 2928 -9 2313.765947073758 2336.409526868465 150 GTEX 1 100 100 0.5 0.0025 125 2928 -10 2309.7372794662547 2340.9987997192848 150 GTEX 1 100 100 0.5 0.0025 125 2928 -11 2306.544759896837 2326.1688390231407 150 GTEX 1 100 100 0.5 0.0025 125 2928 -12 2303.4342197423452 2319.7632142273646 150 GTEX 1 100 100 0.5 0.0025 125 2928 -13 2300.7328723501705 2320.2736667879635 150 GTEX 1 100 100 0.5 0.0025 125 2928 -14 2298.689346592316 2319.4121339747207 150 GTEX 1 100 100 0.5 0.0025 125 2928 -15 2296.500328959313 2313.4150121420507 150 GTEX 1 100 100 0.5 0.0025 125 2928 -16 2294.690260669051 2309.5528531962927 150 GTEX 1 100 100 0.5 0.0025 125 2928 -17 2292.574972086425 2305.8257713172825 150 GTEX 1 100 100 0.5 0.0025 125 2928 -18 2291.8323796797017 2307.912540102186 150 GTEX 1 100 100 0.5 0.0025 125 2928 -19 2289.0984446847024 2313.5854301887775 150 GTEX 1 100 100 0.5 0.0025 125 2928 -20 2288.9764194764543 2309.1090886221186 150 GTEX 1 100 100 0.5 0.0025 125 2928 -21 2288.287946266472 2303.176510887001 150 GTEX 1 100 100 0.5 0.0025 125 2928 -22 2287.0963847691323 2302.7519647286417 150 GTEX 1 100 100 0.5 0.0025 125 2928 -23 2285.2406372057417 2302.6595064460553 150 GTEX 1 100 100 0.5 0.0025 125 2928 -24 2284.3704535223505 2301.8610649544025 150 GTEX 1 100 100 0.5 0.0025 125 2928 -25 2283.184259585724 2300.8869809923062 150 GTEX 1 100 100 0.5 0.0025 125 2928 -26 2282.6746123819503 2299.7725435554303 150 GTEX 1 100 100 0.5 0.0025 125 2928 -27 2281.296105932532 2300.491812006149 150 GTEX 1 100 100 0.5 0.0025 125 2928 -28 2280.98518146093 2294.380969841671 150 GTEX 1 100 100 0.5 0.0025 125 2928 -29 2280.6761227683583 2295.1882834778994 150 GTEX 1 100 100 0.5 0.0025 125 2928 -30 2278.993445158181 2296.113580159815 150 GTEX 1 100 100 0.5 0.0025 125 2928 -31 2278.7996124077386 2296.256273392942 150 GTEX 1 100 100 0.5 0.0025 125 2928 -32 2278.905404288829 2294.306876411003 150 GTEX 1 100 100 0.5 0.0025 125 2928 -33 2278.505073957563 2301.291205924727 150 GTEX 1 100 100 0.5 0.0025 125 2928 -34 2276.0679277512922 2300.3717630480633 150 GTEX 1 100 100 0.5 0.0025 125 2928 -35 2277.9195713564222 2292.852672736454 150 GTEX 1 100 100 0.5 0.0025 125 2928 -36 2275.3354252869344 2295.9008580196946 150 GTEX 1 100 100 0.5 0.0025 125 2928 -37 2276.283840361172 2296.3925688420863 150 GTEX 1 100 100 0.5 0.0025 125 2928 -38 2275.1755636716275 2291.049670085254 150 GTEX 1 100 100 0.5 0.0025 125 2928 -39 2273.608314005641 2298.17776872178 150 GTEX 1 100 100 0.5 0.0025 125 2928 -40 2274.134354245339 2290.9333319718394 150 GTEX 1 100 100 0.5 0.0025 125 2928 -41 2272.7625441913356 2287.3643636377137 150 GTEX 1 100 100 0.5 0.0025 125 2928 -42 2271.681567153294 2288.423468412102 150 GTEX 1 100 100 0.5 0.0025 125 2928 -43 2272.5016815968875 2293.3914493227185 150 GTEX 1 100 100 0.5 0.0025 125 2928 -44 2271.5200666470123 2293.8580322265625 150 GTEX 1 100 100 0.5 0.0025 125 2928 -45 2273.716589379968 2287.5668625051985 150 GTEX 1 100 100 0.5 0.0025 125 2928 -46 2273.6502498708505 2291.9811450102484 150 GTEX 1 100 100 0.5 0.0025 125 2928 -47 2270.361012627334 2287.090686638546 150 GTEX 1 100 100 0.5 0.0025 125 2928 -48 2269.899732680586 2291.2392225374288 150 GTEX 1 100 100 0.5 0.0025 125 2928 -49 2270.3415606514736 2289.8998317936075 150 GTEX 1 100 100 0.5 0.0025 125 2928 -50 2270.351644559308 2285.280232128535 150 GTEX 1 100 100 0.5 0.0025 125 2928 -51 2268.878124855584 2290.9159422899834 150 GTEX 1 100 100 0.5 0.0025 125 2928 -52 2269.0030551490127 2287.899580226652 150 GTEX 1 100 100 0.5 0.0025 125 2928 -53 2269.0936133462374 2285.16945076714 150 GTEX 1 100 100 0.5 0.0025 125 2928 -54 2268.1572869593883 2287.414788887981 150 GTEX 1 100 100 0.5 0.0025 125 2928 -55 2268.0455865244485 2282.6779706251486 150 GTEX 1 100 100 0.5 0.0025 125 2928 -56 2267.246083563505 2292.1697956273765 150 GTEX 1 100 100 0.5 0.0025 125 2928 -57 2267.589521495722 2288.15705807762 150 GTEX 1 100 100 0.5 0.0025 125 2928 -58 2267.6523320161896 2292.684088993435 150 GTEX 1 100 100 0.5 0.0025 125 2928 -59 2267.524795166351 2287.2620779987524 150 GTEX 1 100 100 0.5 0.0025 125 2928 -60 2266.9098000837203 2288.337760664211 150 GTEX 1 100 100 0.5 0.0025 125 2928 -61 2266.787978992198 2292.3001699701463 150 GTEX 1 100 100 0.5 0.0025 125 2928 -62 2266.8627860058295 2291.743798085492 150 GTEX 1 100 100 0.5 0.0025 125 2928 -63 2266.6501867919483 2287.6610566926092 150 GTEX 1 100 100 0.5 0.0025 125 2928 -64 2268.602281872846 2284.2982135961265 150 GTEX 1 100 100 0.5 0.0025 125 2928 -65 2264.661787120722 2284.456746728701 150 GTEX 1 100 100 0.5 0.0025 125 2928 -66 2265.1901326544676 2283.733793889615 150 GTEX 1 100 100 0.5 0.0025 125 2928 -67 2265.330243687777 2283.442003141338 150 GTEX 1 100 100 0.5 0.0025 125 2928 -68 2264.84128602873 2288.125033418489 150 GTEX 1 100 100 0.5 0.0025 125 2928 -69 2265.2697754937794 2285.773321927727 150 GTEX 1 100 100 0.5 0.0025 125 2928 -70 2265.155130233434 2285.969702426925 150 GTEX 1 100 100 0.5 0.0025 125 2928 -71 2264.4236835025617 2283.969919182955 150 GTEX 1 100 100 0.5 0.0025 125 2928 -72 2264.716206625647 2282.928908199412 150 GTEX 1 100 100 0.5 0.0025 125 2928 -73 2263.5036185008616 2279.5204980654407 150 GTEX 1 100 100 0.5 0.0025 125 2928 -74 2263.585727271377 2281.376448598651 150 GTEX 1 100 100 0.5 0.0025 125 2928 -75 2263.7238778557257 2279.5649492967264 150 GTEX 1 100 100 0.5 0.0025 125 2928 -76 2263.9807140511116 2281.5875852171457 150 GTEX 1 100 100 0.5 0.0025 125 2928 -77 2265.615880972432 2292.1645391776083 150 GTEX 1 100 100 0.5 0.0025 125 2928 -78 2263.9473391224947 2282.3559797743883 150 GTEX 1 100 100 0.5 0.0025 125 2928 -79 2262.8194423928185 2279.6119584348266 150 GTEX 1 100 100 0.5 0.0025 125 2928 -80 2262.7260174322646 2280.8901005153875 150 GTEX 1 100 100 0.5 0.0025 125 2928 -81 2262.694927269974 2280.7180273251843 150 GTEX 1 100 100 0.5 0.0025 125 2928 -82 2262.6988092013294 2277.9237102319985 150 GTEX 1 100 100 0.5 0.0025 125 2928 -83 2262.161201951722 2285.304353315114 150 GTEX 1 100 100 0.5 0.0025 125 2928 -84 2264.160066608845 2281.5534932531787 150 GTEX 1 100 100 0.5 0.0025 125 2928 -85 2262.98670172437 2279.030467914538 150 GTEX 1 100 100 0.5 0.0025 125 2928 -86 2261.8499281220293 2285.417461902923 150 GTEX 1 100 100 0.5 0.0025 125 2928 -87 2262.5622329333146 2283.9928020288735 150 GTEX 1 100 100 0.5 0.0025 125 2928 -88 2262.972720876218 2286.8063612093038 150 GTEX 1 100 100 0.5 0.0025 125 2928 -89 2263.0960523799367 2278.0511019746614 150 GTEX 1 100 100 0.5 0.0025 125 2928 -90 2262.340756975712 2284.1956304397872 150 GTEX 1 100 100 0.5 0.0025 125 2928 -91 2261.2705208099514 2286.8358753044795 150 GTEX 1 100 100 0.5 0.0025 125 2928 -92 2261.811142746267 2282.3615931521804 150 GTEX 1 100 100 0.5 0.0025 125 2928 -93 2261.0817826221596 2277.501289396685 150 GTEX 1 100 100 0.5 0.0025 125 2928 -94 2261.759636114678 2279.2735363630286 150 GTEX 1 100 100 0.5 0.0025 125 2928 -95 2261.122068868339 2282.860451817966 150 GTEX 1 100 100 0.5 0.0025 125 2928 -96 2261.6943878757297 2288.161696749495 150 GTEX 1 100 100 0.5 0.0025 125 2928 -97 2262.568971776756 2283.4237677860624 150 GTEX 1 100 100 0.5 0.0025 125 2928 -98 2260.217267929469 2275.4814100374288 150 GTEX 1 100 100 0.5 0.0025 125 2928 -99 2260.3841599282787 2279.3757440255167 150 GTEX 1 100 100 0.5 0.0025 125 2928 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index 0c70bd638..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2888.306487337594 3310.6360615197245 150 GTEX 1 100 100 0.0 0.0025 125 6322 -1 2442.58081467305 2447.4189977609612 150 GTEX 1 100 100 0.0 0.0025 125 6322 -2 2392.1494915314383 2412.8686904036954 150 GTEX 1 100 100 0.0 0.0025 125 6322 -3 2367.6574558488946 2378.0852259646804 150 GTEX 1 100 100 0.0 0.0025 125 6322 -4 2351.756509737567 2377.7700329914746 150 GTEX 1 100 100 0.0 0.0025 125 6322 -5 2338.6957599836933 2331.8950696589827 150 GTEX 1 100 100 0.0 0.0025 125 6322 -6 2329.7008694779397 2322.8783353508197 150 GTEX 1 100 100 0.0 0.0025 125 6322 -7 2324.7729174472015 2370.925061824204 150 GTEX 1 100 100 0.0 0.0025 125 6322 -8 2319.756721178254 2316.462610745158 150 GTEX 1 100 100 0.0 0.0025 125 6322 -9 2316.2987599399557 2310.5564800305965 150 GTEX 1 100 100 0.0 0.0025 125 6322 -10 2311.1320523038085 2308.2325054212215 150 GTEX 1 100 100 0.0 0.0025 125 6322 -11 2308.689973409896 2313.5177855981165 150 GTEX 1 100 100 0.0 0.0025 125 6322 -12 2305.2250225598627 2299.276911166231 150 GTEX 1 100 100 0.0 0.0025 125 6322 -13 2302.7844890732695 2301.012331422291 150 GTEX 1 100 100 0.0 0.0025 125 6322 -14 2300.286658358269 2296.4417167634565 150 GTEX 1 100 100 0.0 0.0025 125 6322 -15 2298.9105638387377 2297.0118394278757 150 GTEX 1 100 100 0.0 0.0025 125 6322 -16 2296.250823507191 2292.5309469128742 150 GTEX 1 100 100 0.0 0.0025 125 6322 -17 2295.172055778048 2291.243206763902 150 GTEX 1 100 100 0.0 0.0025 125 6322 -18 2293.1437490303488 2289.1156168310363 150 GTEX 1 100 100 0.0 0.0025 125 6322 -19 2292.818598796312 2293.8594659725522 150 GTEX 1 100 100 0.0 0.0025 125 6322 -20 2289.996795586602 2284.9435765951757 150 GTEX 1 100 100 0.0 0.0025 125 6322 -21 2289.891876159455 2285.314137041795 150 GTEX 1 100 100 0.0 0.0025 125 6322 -22 2288.285495808425 2283.3860053580975 150 GTEX 1 100 100 0.0 0.0025 125 6322 -23 2288.4941454990444 2284.9210232926866 150 GTEX 1 100 100 0.0 0.0025 125 6322 -24 2286.246819569995 2281.4154943894073 150 GTEX 1 100 100 0.0 0.0025 125 6322 -25 2285.2126029274386 2282.1273569317373 150 GTEX 1 100 100 0.0 0.0025 125 6322 -26 2284.5403412016744 2284.3200275145555 150 GTEX 1 100 100 0.0 0.0025 125 6322 -27 2284.9678760245292 2288.2398263909517 150 GTEX 1 100 100 0.0 0.0025 125 6322 -28 2283.4305962127078 2277.2825445022872 150 GTEX 1 100 100 0.0 0.0025 125 6322 -29 2282.1406449345836 2277.378100957254 150 GTEX 1 100 100 0.0 0.0025 125 6322 -30 2281.0564748043366 2281.642628716879 150 GTEX 1 100 100 0.0 0.0025 125 6322 -31 2280.3509046845293 2276.3979394716907 150 GTEX 1 100 100 0.0 0.0025 125 6322 -32 2280.8024924006168 2273.5932208739305 150 GTEX 1 100 100 0.0 0.0025 125 6322 -33 2279.331760134505 2283.562158852929 150 GTEX 1 100 100 0.0 0.0025 125 6322 -34 2278.6045950839925 2278.2675033975465 150 GTEX 1 100 100 0.0 0.0025 125 6322 -35 2278.1372025440346 2274.000581110385 150 GTEX 1 100 100 0.0 0.0025 125 6322 -36 2277.624261285708 2283.0511302875475 150 GTEX 1 100 100 0.0 0.0025 125 6322 -37 2277.8035310362643 2273.27635001411 150 GTEX 1 100 100 0.0 0.0025 125 6322 -38 2276.2162325689733 2276.5203249391043 150 GTEX 1 100 100 0.0 0.0025 125 6322 -39 2276.952178584367 2276.5603403301748 150 GTEX 1 100 100 0.0 0.0025 125 6322 -40 2275.55686485683 2272.6443715838877 150 GTEX 1 100 100 0.0 0.0025 125 6322 -41 2275.5261616266125 2279.4569876203063 150 GTEX 1 100 100 0.0 0.0025 125 6322 -42 2277.364443000398 2272.48137661894 150 GTEX 1 100 100 0.0 0.0025 125 6322 -43 2273.8185344021913 2269.1190102000655 150 GTEX 1 100 100 0.0 0.0025 125 6322 -44 2273.64509898591 2270.666416646863 150 GTEX 1 100 100 0.0 0.0025 125 6322 -45 2273.443226099543 2272.419766850345 150 GTEX 1 100 100 0.0 0.0025 125 6322 -46 2273.012300334385 2282.7791994044082 150 GTEX 1 100 100 0.0 0.0025 125 6322 -47 2274.3008496155644 2267.6314284175974 150 GTEX 1 100 100 0.0 0.0025 125 6322 -48 2271.958851744258 2269.2982716143356 150 GTEX 1 100 100 0.0 0.0025 125 6322 -49 2271.9081760469758 2266.384544691659 150 GTEX 1 100 100 0.0 0.0025 125 6322 -50 2271.7502732043713 2267.5148638010933 150 GTEX 1 100 100 0.0 0.0025 125 6322 -51 2271.709197466157 2268.3864783225404 150 GTEX 1 100 100 0.0 0.0025 125 6322 -52 2270.530462158435 2278.3361013434233 150 GTEX 1 100 100 0.0 0.0025 125 6322 -53 2272.3077549243835 2266.317381420063 150 GTEX 1 100 100 0.0 0.0025 125 6322 -54 2269.9719870101817 2266.229520500386 150 GTEX 1 100 100 0.0 0.0025 125 6322 -55 2269.982087654814 2267.0178561482594 150 GTEX 1 100 100 0.0 0.0025 125 6322 -56 2269.48936625354 2268.52370902522 150 GTEX 1 100 100 0.0 0.0025 125 6322 -57 2269.176383516838 2269.165148600879 150 GTEX 1 100 100 0.0 0.0025 125 6322 -58 2269.7754869454006 2269.542606252228 150 GTEX 1 100 100 0.0 0.0025 125 6322 -59 2270.6460768636284 2264.8004934796813 150 GTEX 1 100 100 0.0 0.0025 125 6322 -60 2269.173500841946 2268.6055996390805 150 GTEX 1 100 100 0.0 0.0025 125 6322 -61 2269.5804916966913 2265.092206251485 150 GTEX 1 100 100 0.0 0.0025 125 6322 -62 2268.264347381447 2264.2762794639675 150 GTEX 1 100 100 0.0 0.0025 125 6322 -63 2268.251706302361 2267.7745412384147 150 GTEX 1 100 100 0.0 0.0025 125 6322 -64 2269.217871769411 2266.58002335581 150 GTEX 1 100 100 0.0 0.0025 125 6322 -65 2268.076515069617 2263.781763809262 150 GTEX 1 100 100 0.0 0.0025 125 6322 -66 2268.2259141747318 2264.217903398289 150 GTEX 1 100 100 0.0 0.0025 125 6322 -67 2267.5025061871997 2267.0719147308696 150 GTEX 1 100 100 0.0 0.0025 125 6322 -68 2266.970485056644 2262.796219626307 150 GTEX 1 100 100 0.0 0.0025 125 6322 -69 2266.6251529779433 2262.2763634743346 150 GTEX 1 100 100 0.0 0.0025 125 6322 -70 2266.662911142406 2265.2529241177517 150 GTEX 1 100 100 0.0 0.0025 125 6322 -71 2266.5946689507796 2265.0022919513426 150 GTEX 1 100 100 0.0 0.0025 125 6322 -72 2266.3839661269903 2261.577493761882 150 GTEX 1 100 100 0.0 0.0025 125 6322 -73 2265.5714466566014 2266.1991379886526 150 GTEX 1 100 100 0.0 0.0025 125 6322 -74 2266.4542866988204 2263.9161794684233 150 GTEX 1 100 100 0.0 0.0025 125 6322 -75 2265.0744584807753 2280.0664313138664 150 GTEX 1 100 100 0.0 0.0025 125 6322 -76 2269.4475952806047 2268.9528427994296 150 GTEX 1 100 100 0.0 0.0025 125 6322 -77 2265.6454086811423 2264.5639114669975 150 GTEX 1 100 100 0.0 0.0025 125 6322 -78 2266.7406660244965 2263.780468842829 150 GTEX 1 100 100 0.0 0.0025 125 6322 -79 2264.672408385502 2264.7226112278695 150 GTEX 1 100 100 0.0 0.0025 125 6322 -80 2264.4492424239297 2262.089495176598 150 GTEX 1 100 100 0.0 0.0025 125 6322 -81 2264.8555774747147 2262.9322481916884 150 GTEX 1 100 100 0.0 0.0025 125 6322 -82 2264.2140164776742 2260.0094012706454 150 GTEX 1 100 100 0.0 0.0025 125 6322 -83 2264.428831370237 2261.849063539686 150 GTEX 1 100 100 0.0 0.0025 125 6322 -84 2263.864977623752 2261.3314106872326 150 GTEX 1 100 100 0.0 0.0025 125 6322 -85 2264.512986001538 2261.734200945372 150 GTEX 1 100 100 0.0 0.0025 125 6322 -86 2263.6025416413595 2266.767675131446 150 GTEX 1 100 100 0.0 0.0025 125 6322 -87 2265.304847054035 2271.6539506223266 150 GTEX 1 100 100 0.0 0.0025 125 6322 -88 2263.327000488333 2263.9459646246733 150 GTEX 1 100 100 0.0 0.0025 125 6322 -89 2263.3070773548493 2261.2763931796576 150 GTEX 1 100 100 0.0 0.0025 125 6322 -90 2264.771585724177 2276.393914400398 150 GTEX 1 100 100 0.0 0.0025 125 6322 -91 2267.459264903332 2269.291108454135 150 GTEX 1 100 100 0.0 0.0025 125 6322 -92 2266.062036527378 2279.8965493553947 150 GTEX 1 100 100 0.0 0.0025 125 6322 -93 2267.442974016031 2259.687858320461 150 GTEX 1 100 100 0.0 0.0025 125 6322 -94 2263.2097226250976 2262.3657871724986 150 GTEX 1 100 100 0.0 0.0025 125 6322 -95 2264.680256654283 2260.310118468542 150 GTEX 1 100 100 0.0 0.0025 125 6322 -96 2263.2379719415962 2262.2905027440293 150 GTEX 1 100 100 0.0 0.0025 125 6322 -97 2263.71126834188 2262.9404960603315 150 GTEX 1 100 100 0.0 0.0025 125 6322 -98 2262.879424162345 2261.477684804242 150 GTEX 1 100 100 0.0 0.0025 125 6322 -99 2264.954633710149 2259.330188127525 150 GTEX 1 100 100 0.0 0.0025 125 6322 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index d9cf14a55..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2877.869485263778 3304.0284498091432 150 GTEX 1 100 100 1.0 0.0025 125 9589 -1 2438.190277586369 2524.3726964450157 150 GTEX 1 100 100 1.0 0.0025 125 9589 -2 2391.9201967556296 2397.824004778844 150 GTEX 1 100 100 1.0 0.0025 125 9589 -3 2367.0380875106043 2380.513134858454 150 GTEX 1 100 100 1.0 0.0025 125 9589 -4 2350.2432690736573 2385.0066442453362 150 GTEX 1 100 100 1.0 0.0025 125 9589 -5 2338.1548295899984 2341.367625189371 150 GTEX 1 100 100 1.0 0.0025 125 9589 -6 2330.042808834925 2340.742386154349 150 GTEX 1 100 100 1.0 0.0025 125 9589 -7 2325.858458679657 2327.0910022576045 150 GTEX 1 100 100 1.0 0.0025 125 9589 -8 2320.30091648539 2323.410134899299 150 GTEX 1 100 100 1.0 0.0025 125 9589 -9 2314.361412788956 2322.6084443879217 150 GTEX 1 100 100 1.0 0.0025 125 9589 -10 2310.9541960003335 2310.959742324887 150 GTEX 1 100 100 1.0 0.0025 125 9589 -11 2307.1714026045242 2315.0740781138607 150 GTEX 1 100 100 1.0 0.0025 125 9589 -12 2304.850279465842 2310.359500783478 150 GTEX 1 100 100 1.0 0.0025 125 9589 -13 2301.6374068670693 2301.322462886912 150 GTEX 1 100 100 1.0 0.0025 125 9589 -14 2299.848016284569 2303.70289107058 150 GTEX 1 100 100 1.0 0.0025 125 9589 -15 2298.388249225723 2299.8968111335553 150 GTEX 1 100 100 1.0 0.0025 125 9589 -16 2296.1023525335954 2299.621502198194 150 GTEX 1 100 100 1.0 0.0025 125 9589 -17 2293.395763274318 2295.1474846089295 150 GTEX 1 100 100 1.0 0.0025 125 9589 -18 2292.19783648133 2294.631435843928 150 GTEX 1 100 100 1.0 0.0025 125 9589 -19 2292.006481756942 2300.310014035765 150 GTEX 1 100 100 1.0 0.0025 125 9589 -20 2290.093808978516 2292.503073572659 150 GTEX 1 100 100 1.0 0.0025 125 9589 -21 2288.9012299405995 2295.6901614113 150 GTEX 1 100 100 1.0 0.0025 125 9589 -22 2287.8601813577757 2289.0954455241504 150 GTEX 1 100 100 1.0 0.0025 125 9589 -23 2286.6543507731626 2289.8714033351653 150 GTEX 1 100 100 1.0 0.0025 125 9589 -24 2285.6780639274502 2291.5384066621614 150 GTEX 1 100 100 1.0 0.0025 125 9589 -25 2285.7049894380234 2285.716730038023 150 GTEX 1 100 100 1.0 0.0025 125 9589 -26 2284.027335549227 2286.9999832907556 150 GTEX 1 100 100 1.0 0.0025 125 9589 -27 2282.5472592500596 2285.1680703979027 150 GTEX 1 100 100 1.0 0.0025 125 9589 -28 2282.282375775308 2285.3558507418907 150 GTEX 1 100 100 1.0 0.0025 125 9589 -29 2281.8173784026503 2286.9014131379217 150 GTEX 1 100 100 1.0 0.0025 125 9589 -30 2280.446780412593 2282.561563818174 150 GTEX 1 100 100 1.0 0.0025 125 9589 -31 2279.6481223375854 2282.013970784815 150 GTEX 1 100 100 1.0 0.0025 125 9589 -32 2278.610527569658 2283.780588592413 150 GTEX 1 100 100 1.0 0.0025 125 9589 -33 2279.08884003211 2287.4880487130167 150 GTEX 1 100 100 1.0 0.0025 125 9589 -34 2277.9737893492693 2284.0216932405538 150 GTEX 1 100 100 1.0 0.0025 125 9589 -35 2277.2837727950546 2280.5377099795032 150 GTEX 1 100 100 1.0 0.0025 125 9589 -36 2277.534502199664 2283.3218232941717 150 GTEX 1 100 100 1.0 0.0025 125 9589 -37 2276.774607373805 2280.908555875713 150 GTEX 1 100 100 1.0 0.0025 125 9589 -38 2275.1633836152473 2281.040593252436 150 GTEX 1 100 100 1.0 0.0025 125 9589 -39 2275.5072496381345 2276.96947221067 150 GTEX 1 100 100 1.0 0.0025 125 9589 -40 2275.0165622091044 2285.6011201691717 150 GTEX 1 100 100 1.0 0.0025 125 9589 -41 2276.218548900539 2278.787925807242 150 GTEX 1 100 100 1.0 0.0025 125 9589 -42 2273.6472488263094 2281.3867517043427 150 GTEX 1 100 100 1.0 0.0025 125 9589 -43 2273.488192898275 2276.9081033336797 150 GTEX 1 100 100 1.0 0.0025 125 9589 -44 2273.3954693617056 2276.4095858149653 150 GTEX 1 100 100 1.0 0.0025 125 9589 -45 2272.7449103887598 2275.946834897814 150 GTEX 1 100 100 1.0 0.0025 125 9589 -46 2272.3867339910594 2277.9701869950095 150 GTEX 1 100 100 1.0 0.0025 125 9589 -47 2272.639211733439 2277.749318170004 150 GTEX 1 100 100 1.0 0.0025 125 9589 -48 2272.8667243884183 2276.3059188784755 150 GTEX 1 100 100 1.0 0.0025 125 9589 -49 2271.1433665597024 2276.6718889243703 150 GTEX 1 100 100 1.0 0.0025 125 9589 -50 2270.8970605437803 2275.7215432286716 150 GTEX 1 100 100 1.0 0.0025 125 9589 -51 2270.4445600919644 2272.6487396588345 150 GTEX 1 100 100 1.0 0.0025 125 9589 -52 2270.2946647369236 2275.0613902276914 150 GTEX 1 100 100 1.0 0.0025 125 9589 -53 2270.2690551409664 2272.3756516605276 150 GTEX 1 100 100 1.0 0.0025 125 9589 -54 2269.026543400967 2273.6929365382903 150 GTEX 1 100 100 1.0 0.0025 125 9589 -55 2270.6336216171553 2283.004520314728 150 GTEX 1 100 100 1.0 0.0025 125 9589 -56 2270.592820888514 2272.6235662540103 150 GTEX 1 100 100 1.0 0.0025 125 9589 -57 2268.590556314657 2275.5080561764794 150 GTEX 1 100 100 1.0 0.0025 125 9589 -58 2268.07752515729 2275.0162766605276 150 GTEX 1 100 100 1.0 0.0025 125 9589 -59 2269.1883671672817 2278.1854178425024 150 GTEX 1 100 100 1.0 0.0025 125 9589 -60 2272.034651051432 2275.144518253921 150 GTEX 1 100 100 1.0 0.0025 125 9589 -61 2269.864460175602 2271.74146528933 150 GTEX 1 100 100 1.0 0.0025 125 9589 -62 2268.01716947893 2272.8250690648765 150 GTEX 1 100 100 1.0 0.0025 125 9589 -63 2267.0544362933 2271.527255562322 150 GTEX 1 100 100 1.0 0.0025 125 9589 -64 2267.238078874004 2271.9308487924786 150 GTEX 1 100 100 1.0 0.0025 125 9589 -65 2268.53846430776 2269.3983428142824 150 GTEX 1 100 100 1.0 0.0025 125 9589 -66 2266.882611606848 2270.522476254307 150 GTEX 1 100 100 1.0 0.0025 125 9589 -67 2266.746865912099 2271.219802218245 150 GTEX 1 100 100 1.0 0.0025 125 9589 -68 2266.627298485859 2270.291930456125 150 GTEX 1 100 100 1.0 0.0025 125 9589 -69 2266.0544732225676 2270.8418186898466 150 GTEX 1 100 100 1.0 0.0025 125 9589 -70 2266.3995215493624 2268.4822998046875 150 GTEX 1 100 100 1.0 0.0025 125 9589 -71 2265.5998867571234 2269.108194677549 150 GTEX 1 100 100 1.0 0.0025 125 9589 -72 2266.143707098094 2275.200440845562 150 GTEX 1 100 100 1.0 0.0025 125 9589 -73 2265.0310521499023 2278.9894982399596 150 GTEX 1 100 100 1.0 0.0025 125 9589 -74 2266.370765332248 2272.2383615472017 150 GTEX 1 100 100 1.0 0.0025 125 9589 -75 2264.2170967705665 2267.2192303907736 150 GTEX 1 100 100 1.0 0.0025 125 9589 -76 2265.0107015188864 2275.478852130614 150 GTEX 1 100 100 1.0 0.0025 125 9589 -77 2266.1863338397525 2269.0374704803353 150 GTEX 1 100 100 1.0 0.0025 125 9589 -78 2264.6467291861286 2272.672679364455 150 GTEX 1 100 100 1.0 0.0025 125 9589 -79 2265.4025939509447 2270.014705991564 150 GTEX 1 100 100 1.0 0.0025 125 9589 -80 2264.437938612417 2273.5208559217563 150 GTEX 1 100 100 1.0 0.0025 125 9589 -81 2264.418816885299 2270.1676382782794 150 GTEX 1 100 100 1.0 0.0025 125 9589 -82 2264.4023341824313 2265.7391863340663 150 GTEX 1 100 100 1.0 0.0025 125 9589 -83 2264.472941291336 2266.7206014770973 150 GTEX 1 100 100 1.0 0.0025 125 9589 -84 2263.375926120009 2281.993322336175 150 GTEX 1 100 100 1.0 0.0025 125 9589 -85 2266.6217338487063 2275.20108275903 150 GTEX 1 100 100 1.0 0.0025 125 9589 -86 2264.570392831472 2270.001229521893 150 GTEX 1 100 100 1.0 0.0025 125 9589 -87 2263.9639337478625 2266.9822895934826 150 GTEX 1 100 100 1.0 0.0025 125 9589 -88 2263.3839261288804 2265.663024206125 150 GTEX 1 100 100 1.0 0.0025 125 9589 -89 2263.9571779097373 2267.793557286716 150 GTEX 1 100 100 1.0 0.0025 125 9589 -90 2264.7147730892507 2268.503933634595 150 GTEX 1 100 100 1.0 0.0025 125 9589 -91 2262.5220006626637 2268.688750872594 150 GTEX 1 100 100 1.0 0.0025 125 9589 -92 2263.5717776532133 2267.5344920575394 150 GTEX 1 100 100 1.0 0.0025 125 9589 -93 2263.8383724591013 2266.3729600797587 150 GTEX 1 100 100 1.0 0.0025 125 9589 -94 2262.6546971655653 2267.7169328696828 150 GTEX 1 100 100 1.0 0.0025 125 9589 -95 2263.000694125812 2265.4295399016755 150 GTEX 1 100 100 1.0 0.0025 125 9589 -96 2261.866523134226 2270.4896797209185 150 GTEX 1 100 100 1.0 0.0025 125 9589 -97 2262.5047154187323 2268.998972845621 150 GTEX 1 100 100 1.0 0.0025 125 9589 -98 2262.389200283303 2265.0192945357057 150 GTEX 1 100 100 1.0 0.0025 125 9589 -99 2262.0850036434126 2268.732282167152 150 GTEX 1 100 100 1.0 0.0025 125 9589 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 38a42a54c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2883.6170359404296 3442.9938960202294 150 GTEX 1 50 100 0.5 0.0025 125 373 -1 2442.3867775995727 2498.1832043317786 150 GTEX 1 50 100 0.5 0.0025 125 373 -2 2392.996972264263 2417.5142553061132 150 GTEX 1 50 100 0.5 0.0025 125 373 -3 2364.592678973878 2383.7576806826282 150 GTEX 1 50 100 0.5 0.0025 125 373 -4 2349.1699112758874 2400.4308580753923 150 GTEX 1 50 100 0.5 0.0025 125 373 -5 2337.834671950509 2352.1383910668665 150 GTEX 1 50 100 0.5 0.0025 125 373 -6 2328.728101408594 2354.7574495380823 150 GTEX 1 50 100 0.5 0.0025 125 373 -7 2322.7419932603057 2343.749551171132 150 GTEX 1 50 100 0.5 0.0025 125 373 -8 2318.109964656215 2331.8054264199145 150 GTEX 1 50 100 0.5 0.0025 125 373 -9 2313.0043633786277 2329.1860230884627 150 GTEX 1 50 100 0.5 0.0025 125 373 -10 2309.8156274344433 2337.5254699939105 150 GTEX 1 50 100 0.5 0.0025 125 373 -11 2306.55768067902 2323.88872664419 150 GTEX 1 50 100 0.5 0.0025 125 373 -12 2302.625737141188 2316.8033335870664 150 GTEX 1 50 100 0.5 0.0025 125 373 -13 2301.534372560399 2328.0757843133615 150 GTEX 1 50 100 0.5 0.0025 125 373 -14 2299.3068111907646 2320.119581563391 150 GTEX 1 50 100 0.5 0.0025 125 373 -15 2297.019355629671 2310.2059456132665 150 GTEX 1 50 100 0.5 0.0025 125 373 -16 2294.7673332622944 2309.7406432873395 150 GTEX 1 50 100 0.5 0.0025 125 373 -17 2293.1124125354027 2314.4077171644785 150 GTEX 1 50 100 0.5 0.0025 125 373 -18 2291.729934332954 2304.1816410891456 150 GTEX 1 50 100 0.5 0.0025 125 373 -19 2290.4688996512145 2304.5385951053054 150 GTEX 1 50 100 0.5 0.0025 125 373 -20 2288.8092582705053 2302.7692406948076 150 GTEX 1 50 100 0.5 0.0025 125 373 -21 2288.0906327520515 2309.553855750951 150 GTEX 1 50 100 0.5 0.0025 125 373 -22 2287.0803610516714 2329.802653149507 150 GTEX 1 50 100 0.5 0.0025 125 373 -23 2286.696629832989 2308.9860598488 150 GTEX 1 50 100 0.5 0.0025 125 373 -24 2284.43526815187 2300.661171336591 150 GTEX 1 50 100 0.5 0.0025 125 373 -25 2283.6719497869244 2315.23146248589 150 GTEX 1 50 100 0.5 0.0025 125 373 -26 2282.3405894787898 2299.5495916446353 150 GTEX 1 50 100 0.5 0.0025 125 373 -27 2281.024862835623 2297.0929785898884 150 GTEX 1 50 100 0.5 0.0025 125 373 -28 2280.7488770356485 2296.8325269575807 150 GTEX 1 50 100 0.5 0.0025 125 373 -29 2279.7106335298354 2297.1536934856226 150 GTEX 1 50 100 0.5 0.0025 125 373 -30 2280.3793875683295 2301.4761336293964 150 GTEX 1 50 100 0.5 0.0025 125 373 -31 2279.4582922606983 2299.1158103797825 150 GTEX 1 50 100 0.5 0.0025 125 373 -32 2279.2205533448428 2296.838677816065 150 GTEX 1 50 100 0.5 0.0025 125 373 -33 2277.081990684541 2296.610979551598 150 GTEX 1 50 100 0.5 0.0025 125 373 -34 2276.8014132768762 2291.263921121227 150 GTEX 1 50 100 0.5 0.0025 125 373 -35 2275.725842301919 2291.7134281056915 150 GTEX 1 50 100 0.5 0.0025 125 373 -36 2275.7510513236357 2295.842021057361 150 GTEX 1 50 100 0.5 0.0025 125 373 -37 2276.24069715133 2289.3637829914746 150 GTEX 1 50 100 0.5 0.0025 125 373 -38 2275.9239820313323 2290.843741181232 150 GTEX 1 50 100 0.5 0.0025 125 373 -39 2273.7374437911794 2293.17803699798 150 GTEX 1 50 100 0.5 0.0025 125 373 -40 2274.680112882868 2299.193862973057 150 GTEX 1 50 100 0.5 0.0025 125 373 -41 2273.124462488323 2288.067101540221 150 GTEX 1 50 100 0.5 0.0025 125 373 -42 2273.403073309341 2289.8736971430903 150 GTEX 1 50 100 0.5 0.0025 125 373 -43 2271.512213401033 2287.698651563985 150 GTEX 1 50 100 0.5 0.0025 125 373 -44 2271.8591357076307 2294.6990734724036 150 GTEX 1 50 100 0.5 0.0025 125 373 -45 2271.601198339256 2288.8212946322483 150 GTEX 1 50 100 0.5 0.0025 125 373 -46 2270.281652792059 2288.0832528814162 150 GTEX 1 50 100 0.5 0.0025 125 373 -47 2270.537581486801 2291.5962605639556 150 GTEX 1 50 100 0.5 0.0025 125 373 -48 2271.1461277961025 2287.4365341128505 150 GTEX 1 50 100 0.5 0.0025 125 373 -49 2270.524012095676 2288.884518699501 150 GTEX 1 50 100 0.5 0.0025 125 373 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index 79401e0b0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2902.747148555096 3037.6006351369415 150 GTEX 1 50 100 0.0 0.0025 125 8061 -1 2443.315442143391 2606.827115947303 150 GTEX 1 50 100 0.0 0.0025 125 8061 -2 2392.005151581233 2369.668911894011 150 GTEX 1 50 100 0.0 0.0025 125 8061 -3 2365.7613722286546 2342.451602602186 150 GTEX 1 50 100 0.0 0.0025 125 8061 -4 2351.084731057968 2339.4514489699677 150 GTEX 1 50 100 0.0 0.0025 125 8061 -5 2340.1868258087716 2320.5185277670507 150 GTEX 1 50 100 0.0 0.0025 125 8061 -6 2331.6371856009278 2313.2853358743764 150 GTEX 1 50 100 0.0 0.0025 125 8061 -7 2326.5121068683484 2318.6010992826164 150 GTEX 1 50 100 0.0 0.0025 125 8061 -8 2320.047849473624 2307.6813909146267 150 GTEX 1 50 100 0.0 0.0025 125 8061 -9 2317.1444981890218 2300.049967602632 150 GTEX 1 50 100 0.0 0.0025 125 8061 -10 2312.8066947036828 2295.315007314936 150 GTEX 1 50 100 0.0 0.0025 125 8061 -11 2310.1357412848993 2292.736308166736 150 GTEX 1 50 100 0.0 0.0025 125 8061 -12 2306.5172464063075 2287.2916148370664 150 GTEX 1 50 100 0.0 0.0025 125 8061 -13 2303.8767889805954 2285.0806596995308 150 GTEX 1 50 100 0.0 0.0025 125 8061 -14 2301.9265392283723 2296.246027841314 150 GTEX 1 50 100 0.0 0.0025 125 8061 -15 2300.8721740858045 2283.296032111454 150 GTEX 1 50 100 0.0 0.0025 125 8061 -16 2297.502299285305 2289.1432492796457 150 GTEX 1 50 100 0.0 0.0025 125 8061 -17 2296.032602121803 2286.4592661114248 150 GTEX 1 50 100 0.0 0.0025 125 8061 -18 2295.2097431786074 2281.3035545204075 150 GTEX 1 50 100 0.0 0.0025 125 8061 -19 2292.862762125591 2278.4134934574026 150 GTEX 1 50 100 0.0 0.0025 125 8061 -20 2292.2019553325035 2278.9998649336085 150 GTEX 1 50 100 0.0 0.0025 125 8061 -21 2290.4327653687646 2278.4474039404113 150 GTEX 1 50 100 0.0 0.0025 125 8061 -22 2290.4492468337794 2272.4076252636346 150 GTEX 1 50 100 0.0 0.0025 125 8061 -23 2288.462526077427 2272.1668176687263 150 GTEX 1 50 100 0.0 0.0025 125 8061 -24 2287.4654538049936 2269.737918752228 150 GTEX 1 50 100 0.0 0.0025 125 8061 -25 2286.163690241637 2270.07529835284 150 GTEX 1 50 100 0.0 0.0025 125 8061 -26 2286.117756319031 2273.838500512417 150 GTEX 1 50 100 0.0 0.0025 125 8061 -27 2285.599804491507 2278.0608351094643 150 GTEX 1 50 100 0.0 0.0025 125 8061 -28 2283.9755433605305 2272.7739350641637 150 GTEX 1 50 100 0.0 0.0025 125 8061 -29 2284.2513341987296 2278.85604614722 150 GTEX 1 50 100 0.0 0.0025 125 8061 -30 2282.6311768325995 2266.9691022865672 150 GTEX 1 50 100 0.0 0.0025 125 8061 -31 2283.06542344666 2267.4617492907855 150 GTEX 1 50 100 0.0 0.0025 125 8061 -32 2280.8144873980423 2265.838851870693 150 GTEX 1 50 100 0.0 0.0025 125 8061 -33 2280.309577378575 2267.3141997014613 150 GTEX 1 50 100 0.0 0.0025 125 8061 -34 2279.698842365462 2269.2305337303947 150 GTEX 1 50 100 0.0 0.0025 125 8061 -35 2279.7151552246455 2265.6189373291945 150 GTEX 1 50 100 0.0 0.0025 125 8061 -36 2279.252221249018 2267.1071113615435 150 GTEX 1 50 100 0.0 0.0025 125 8061 -37 2278.4004386949405 2274.612801323372 150 GTEX 1 50 100 0.0 0.0025 125 8061 -38 2277.9503835176633 2268.2112452285824 150 GTEX 1 50 100 0.0 0.0025 125 8061 -39 2278.5349006334504 2262.7471510738474 150 GTEX 1 50 100 0.0 0.0025 125 8061 -40 2277.170311179624 2269.6682709088345 150 GTEX 1 50 100 0.0 0.0025 125 8061 -41 2277.335383071005 2261.3340707060956 150 GTEX 1 50 100 0.0 0.0025 125 8061 -42 2275.44387793206 2259.2481721943323 150 GTEX 1 50 100 0.0 0.0025 125 8061 -43 2275.152253928325 2260.3384763768418 150 GTEX 1 50 100 0.0 0.0025 125 8061 -44 2275.6085680490864 2275.571757385486 150 GTEX 1 50 100 0.0 0.0025 125 8061 -45 2274.603075181593 2260.2327992254336 150 GTEX 1 50 100 0.0 0.0025 125 8061 -46 2274.7533233246077 2259.1473885307746 150 GTEX 1 50 100 0.0 0.0025 125 8061 -47 2273.753949755359 2258.9303920731345 150 GTEX 1 50 100 0.0 0.0025 125 8061 -48 2274.4798658126583 2259.3340604948908 150 GTEX 1 50 100 0.0 0.0025 125 8061 -49 2273.1294652951538 2262.6150505733126 150 GTEX 1 50 100 0.0 0.0025 125 8061 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 87309c1aa..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2879.49996330283 3397.6702026831335 150 GTEX 1 50 100 1.0 0.0025 125 4703 -1 2435.5043679689975 2498.7105671117515 150 GTEX 1 50 100 1.0 0.0025 125 4703 -2 2388.9780369113187 2432.911431258169 150 GTEX 1 50 100 1.0 0.0025 125 4703 -3 2363.355347492028 2427.916850623069 150 GTEX 1 50 100 1.0 0.0025 125 4703 -4 2347.4024400961894 2376.154566543637 150 GTEX 1 50 100 1.0 0.0025 125 4703 -5 2335.1358360579843 2368.953763200303 150 GTEX 1 50 100 1.0 0.0025 125 4703 -6 2326.115526301891 2356.4216484969106 150 GTEX 1 50 100 1.0 0.0025 125 4703 -7 2321.689347778591 2351.1588074426686 150 GTEX 1 50 100 1.0 0.0025 125 4703 -8 2316.3042965706945 2341.0482094188155 150 GTEX 1 50 100 1.0 0.0025 125 4703 -9 2311.8371165029675 2338.9606283789803 150 GTEX 1 50 100 1.0 0.0025 125 4703 -10 2308.518940175412 2339.7754303094553 150 GTEX 1 50 100 1.0 0.0025 125 4703 -11 2305.659947723424 2347.496357848889 150 GTEX 1 50 100 1.0 0.0025 125 4703 -12 2302.6751195404513 2328.2232271491803 150 GTEX 1 50 100 1.0 0.0025 125 4703 -13 2299.0227342966027 2328.9258100270317 150 GTEX 1 50 100 1.0 0.0025 125 4703 -14 2297.149373935447 2330.4004398244415 150 GTEX 1 50 100 1.0 0.0025 125 4703 -15 2295.3603156389877 2328.925204781072 150 GTEX 1 50 100 1.0 0.0025 125 4703 -16 2293.3682947333086 2323.595694770378 150 GTEX 1 50 100 1.0 0.0025 125 4703 -17 2293.898272040377 2319.999020884699 150 GTEX 1 50 100 1.0 0.0025 125 4703 -18 2289.9062730807923 2315.171324987375 150 GTEX 1 50 100 1.0 0.0025 125 4703 -19 2289.133746382376 2315.9345807557775 150 GTEX 1 50 100 1.0 0.0025 125 4703 -20 2287.4518110968943 2315.926057880822 150 GTEX 1 50 100 1.0 0.0025 125 4703 -21 2286.820968149229 2316.6514363452056 150 GTEX 1 50 100 1.0 0.0025 125 4703 -22 2285.8524379454207 2310.251209563629 150 GTEX 1 50 100 1.0 0.0025 125 4703 -23 2285.12945142089 2312.535297814431 150 GTEX 1 50 100 1.0 0.0025 125 4703 -24 2283.23965379637 2311.252717108781 150 GTEX 1 50 100 1.0 0.0025 125 4703 -25 2283.1361568423126 2306.5904926256535 150 GTEX 1 50 100 1.0 0.0025 125 4703 -26 2280.642340173638 2308.4036893083116 150 GTEX 1 50 100 1.0 0.0025 125 4703 -27 2280.7832189591973 2305.64997428633 150 GTEX 1 50 100 1.0 0.0025 125 4703 -28 2279.259103116005 2307.2224698955115 150 GTEX 1 50 100 1.0 0.0025 125 4703 -29 2279.598636139229 2307.8577820520436 150 GTEX 1 50 100 1.0 0.0025 125 4703 -30 2279.0161248861177 2303.1080340831454 150 GTEX 1 50 100 1.0 0.0025 125 4703 -31 2277.4087042231813 2307.082291635724 150 GTEX 1 50 100 1.0 0.0025 125 4703 -32 2278.455615894563 2302.1765512676748 150 GTEX 1 50 100 1.0 0.0025 125 4703 -33 2276.746185428454 2303.485404475107 150 GTEX 1 50 100 1.0 0.0025 125 4703 -34 2274.91340705708 2300.8187051635277 150 GTEX 1 50 100 1.0 0.0025 125 4703 -35 2276.2460237081773 2306.7369607555547 150 GTEX 1 50 100 1.0 0.0025 125 4703 -36 2276.28082227037 2306.9686209675024 150 GTEX 1 50 100 1.0 0.0025 125 4703 -37 2273.5601252830556 2299.3134162235624 150 GTEX 1 50 100 1.0 0.0025 125 4703 -38 2273.0283920305815 2298.4720273326107 150 GTEX 1 50 100 1.0 0.0025 125 4703 -39 2273.7583488254018 2299.340133376901 150 GTEX 1 50 100 1.0 0.0025 125 4703 -40 2272.2589271862125 2298.090047974097 150 GTEX 1 50 100 1.0 0.0025 125 4703 -41 2271.5923479514777 2298.859749101414 150 GTEX 1 50 100 1.0 0.0025 125 4703 -42 2272.5461285491297 2303.3190296013545 150 GTEX 1 50 100 1.0 0.0025 125 4703 -43 2271.419764641939 2296.8755941064637 150 GTEX 1 50 100 1.0 0.0025 125 4703 -44 2270.4253698445505 2296.5945469381236 150 GTEX 1 50 100 1.0 0.0025 125 4703 -45 2271.6029049510803 2295.162142793489 150 GTEX 1 50 100 1.0 0.0025 125 4703 -46 2271.360555189243 2298.0759797186906 150 GTEX 1 50 100 1.0 0.0025 125 4703 -47 2269.6831642925345 2296.8545543830205 150 GTEX 1 50 100 1.0 0.0025 125 4703 -48 2269.0206518675895 2295.4569597715663 150 GTEX 1 50 100 1.0 0.0025 125 4703 -49 2269.981214195115 2302.7812476792715 150 GTEX 1 50 100 1.0 0.0025 125 4703 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index be5cf8928..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2617.2951479893973 2430.7830478682718 50 GTEX 1 100 100 0.5 0.0025 125 9003 -1 2373.1445925494895 2363.8805186920745 50 GTEX 1 100 100 0.5 0.0025 125 9003 -2 2339.4876051762044 2346.8496314219196 50 GTEX 1 100 100 0.5 0.0025 125 9003 -3 2325.4633012825802 2325.5946945364485 50 GTEX 1 100 100 0.5 0.0025 125 9003 -4 2316.787354572957 2316.58197972983 50 GTEX 1 100 100 0.5 0.0025 125 9003 -5 2309.2469934366995 2312.1513035995426 50 GTEX 1 100 100 0.5 0.0025 125 9003 -6 2305.065319389681 2305.7588287469553 50 GTEX 1 100 100 0.5 0.0025 125 9003 -7 2299.804512060191 2320.632685788231 50 GTEX 1 100 100 0.5 0.0025 125 9003 -8 2297.909283512382 2311.7289844121315 50 GTEX 1 100 100 0.5 0.0025 125 9003 -9 2294.745399108416 2304.227120867247 50 GTEX 1 100 100 0.5 0.0025 125 9003 -10 2292.6759289154925 2296.9728110425826 50 GTEX 1 100 100 0.5 0.0025 125 9003 -11 2289.450770991297 2294.9220750467857 50 GTEX 1 100 100 0.5 0.0025 125 9003 -12 2289.830232959722 2298.1718694302517 50 GTEX 1 100 100 0.5 0.0025 125 9003 -13 2288.423710245334 2295.244980960744 50 GTEX 1 100 100 0.5 0.0025 125 9003 -14 2287.2654252931234 2294.3151096590573 50 GTEX 1 100 100 0.5 0.0025 125 9003 -15 2285.150260985735 2293.775437735786 50 GTEX 1 100 100 0.5 0.0025 125 9003 -16 2283.8853307562617 2295.671259078689 50 GTEX 1 100 100 0.5 0.0025 125 9003 -17 2282.7922606209813 2295.0042650346068 50 GTEX 1 100 100 0.5 0.0025 125 9003 -18 2282.4272943442106 2290.5948743928975 50 GTEX 1 100 100 0.5 0.0025 125 9003 -19 2282.120180730597 2290.0653582090663 50 GTEX 1 100 100 0.5 0.0025 125 9003 -20 2280.5660309743716 2286.559269081957 50 GTEX 1 100 100 0.5 0.0025 125 9003 -21 2279.8191504143506 2283.714149852216 50 GTEX 1 100 100 0.5 0.0025 125 9003 -22 2279.824561764097 2290.8232642344196 50 GTEX 1 100 100 0.5 0.0025 125 9003 -23 2278.750438535051 2285.137720840512 50 GTEX 1 100 100 0.5 0.0025 125 9003 -24 2278.678460762344 2284.7857095116447 50 GTEX 1 100 100 0.5 0.0025 125 9003 -25 2277.1101646209777 2282.0900068972046 50 GTEX 1 100 100 0.5 0.0025 125 9003 -26 2277.0706668095013 2283.348760452561 50 GTEX 1 100 100 0.5 0.0025 125 9003 -27 2277.3296653011776 2282.5022840608663 50 GTEX 1 100 100 0.5 0.0025 125 9003 -28 2278.876641057217 2282.272161099394 50 GTEX 1 100 100 0.5 0.0025 125 9003 -29 2276.0022989500535 2285.304371416795 50 GTEX 1 100 100 0.5 0.0025 125 9003 -30 2276.4993014643383 2286.013436553143 50 GTEX 1 100 100 0.5 0.0025 125 9003 -31 2274.778310254948 2281.901337018031 50 GTEX 1 100 100 0.5 0.0025 125 9003 -32 2274.646591552399 2281.2142094949354 50 GTEX 1 100 100 0.5 0.0025 125 9003 -33 2273.981047652371 2279.208406049489 50 GTEX 1 100 100 0.5 0.0025 125 9003 -34 2274.507757028733 2285.8706177686104 50 GTEX 1 100 100 0.5 0.0025 125 9003 -35 2274.5046458411043 2281.7084496791826 50 GTEX 1 100 100 0.5 0.0025 125 9003 -36 2274.1594150600026 2283.764018591819 50 GTEX 1 100 100 0.5 0.0025 125 9003 -37 2273.1415244288137 2277.356589197659 50 GTEX 1 100 100 0.5 0.0025 125 9003 -38 2272.6128819007185 2282.94639210284 50 GTEX 1 100 100 0.5 0.0025 125 9003 -39 2273.367740768508 2284.833888296845 50 GTEX 1 100 100 0.5 0.0025 125 9003 -40 2271.959854069564 2277.8722963514438 50 GTEX 1 100 100 0.5 0.0025 125 9003 -41 2272.3854983563383 2280.6636164560064 50 GTEX 1 100 100 0.5 0.0025 125 9003 -42 2272.8558157871175 2280.234670660795 50 GTEX 1 100 100 0.5 0.0025 125 9003 -43 2272.8023267346853 2281.289811166974 50 GTEX 1 100 100 0.5 0.0025 125 9003 -44 2272.684270881128 2277.0254567657585 50 GTEX 1 100 100 0.5 0.0025 125 9003 -45 2272.0055073091066 2286.7890079628833 50 GTEX 1 100 100 0.5 0.0025 125 9003 -46 2272.900320918429 2281.369350418845 50 GTEX 1 100 100 0.5 0.0025 125 9003 -47 2271.561242006567 2292.816092023378 50 GTEX 1 100 100 0.5 0.0025 125 9003 -48 2271.9540882555852 2278.4139761689044 50 GTEX 1 100 100 0.5 0.0025 125 9003 -49 2271.5527474498176 2282.114570646685 50 GTEX 1 100 100 0.5 0.0025 125 9003 -50 2271.8666008352616 2277.3239251778605 50 GTEX 1 100 100 0.5 0.0025 125 9003 -51 2271.6469721662666 2277.275200325273 50 GTEX 1 100 100 0.5 0.0025 125 9003 -52 2272.192613156227 2282.710937732073 50 GTEX 1 100 100 0.5 0.0025 125 9003 -53 2271.4467094423803 2283.777741986989 50 GTEX 1 100 100 0.5 0.0025 125 9003 -54 2271.8015836879094 2281.792761741029 50 GTEX 1 100 100 0.5 0.0025 125 9003 -55 2272.0052968999635 2277.0794933014495 50 GTEX 1 100 100 0.5 0.0025 125 9003 -56 2271.7192145299546 2276.8844866734494 50 GTEX 1 100 100 0.5 0.0025 125 9003 -57 2271.270524420355 2279.3560189946975 50 GTEX 1 100 100 0.5 0.0025 125 9003 -58 2271.2804597858844 2278.7386961962334 50 GTEX 1 100 100 0.5 0.0025 125 9003 -59 2270.2753569966726 2280.2650566536213 50 GTEX 1 100 100 0.5 0.0025 125 9003 -60 2271.0636440852104 2279.7988355513307 50 GTEX 1 100 100 0.5 0.0025 125 9003 -61 2270.8070367378127 2298.850934278829 50 GTEX 1 100 100 0.5 0.0025 125 9003 -62 2273.087828345544 2280.502219544617 50 GTEX 1 100 100 0.5 0.0025 125 9003 -63 2270.9998600195086 2279.077611190738 50 GTEX 1 100 100 0.5 0.0025 125 9003 -64 2269.9673024346084 2275.2055097804778 50 GTEX 1 100 100 0.5 0.0025 125 9003 -65 2271.4552360543535 2277.9828252175917 50 GTEX 1 100 100 0.5 0.0025 125 9003 -66 2271.126751355036 2276.9962726781578 50 GTEX 1 100 100 0.5 0.0025 125 9003 -67 2270.979350453384 2280.6070111060776 50 GTEX 1 100 100 0.5 0.0025 125 9003 -68 2270.780513039332 2277.4004245076344 50 GTEX 1 100 100 0.5 0.0025 125 9003 -69 2270.28429914027 2281.7265174778695 50 GTEX 1 100 100 0.5 0.0025 125 9003 -70 2269.97357097145 2281.9981234590364 50 GTEX 1 100 100 0.5 0.0025 125 9003 -71 2270.815904042909 2275.0039331704493 50 GTEX 1 100 100 0.5 0.0025 125 9003 -72 2270.0633786432063 2276.430025862197 50 GTEX 1 100 100 0.5 0.0025 125 9003 -73 2270.8855153252334 2277.450455234078 50 GTEX 1 100 100 0.5 0.0025 125 9003 -74 2270.042282463921 2275.3321461260543 50 GTEX 1 100 100 0.5 0.0025 125 9003 -75 2270.491001766209 2275.446753440248 50 GTEX 1 100 100 0.5 0.0025 125 9003 -76 2270.8824271926082 2279.5882765621286 50 GTEX 1 100 100 0.5 0.0025 125 9003 -77 2270.2257865469774 2273.3915936720236 50 GTEX 1 100 100 0.5 0.0025 125 9003 -78 2269.546685118578 2293.5175384405447 50 GTEX 1 100 100 0.5 0.0025 125 9003 -79 2270.939371787773 2278.965487752124 50 GTEX 1 100 100 0.5 0.0025 125 9003 -80 2270.023320574512 2275.198470083026 50 GTEX 1 100 100 0.5 0.0025 125 9003 -81 2269.8083308610667 2275.892691144472 50 GTEX 1 100 100 0.5 0.0025 125 9003 -82 2270.3614608202133 2276.9804952063037 50 GTEX 1 100 100 0.5 0.0025 125 9003 -83 2271.631189830051 2277.3433039560064 50 GTEX 1 100 100 0.5 0.0025 125 9003 -84 2269.717192033635 2275.6973805010543 50 GTEX 1 100 100 0.5 0.0025 125 9003 -85 2269.4911269956247 2277.761951519056 50 GTEX 1 100 100 0.5 0.0025 125 9003 -86 2269.5527102884525 2276.9991724282618 50 GTEX 1 100 100 0.5 0.0025 125 9003 -87 2269.4574375235193 2274.9092887617335 50 GTEX 1 100 100 0.5 0.0025 125 9003 -88 2269.5647182833295 2281.8735091640924 50 GTEX 1 100 100 0.5 0.0025 125 9003 -89 2270.4954673966145 2275.6309935131 50 GTEX 1 100 100 0.5 0.0025 125 9003 -90 2269.944548461308 2272.9250235321856 50 GTEX 1 100 100 0.5 0.0025 125 9003 -91 2270.925561918003 2275.99551797729 50 GTEX 1 100 100 0.5 0.0025 125 9003 -92 2269.031455586676 2274.8442071834897 50 GTEX 1 100 100 0.5 0.0025 125 9003 -93 2269.719274153185 2274.853157304539 50 GTEX 1 100 100 0.5 0.0025 125 9003 -94 2269.6463676300323 2279.036414084779 50 GTEX 1 100 100 0.5 0.0025 125 9003 -95 2269.4097669195876 2273.0551307591195 50 GTEX 1 100 100 0.5 0.0025 125 9003 -96 2269.991898023026 2277.3884356248514 50 GTEX 1 100 100 0.5 0.0025 125 9003 -97 2269.8657604107525 2275.99177116133 50 GTEX 1 100 100 0.5 0.0025 125 9003 -98 2269.5862490262225 2281.451056302727 50 GTEX 1 100 100 0.5 0.0025 125 9003 -99 2269.503965280093 2276.114730312797 50 GTEX 1 100 100 0.5 0.0025 125 9003 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index e969214b0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2610.830802217159 2462.0748086791527 50 GTEX 1 100 100 0.0 0.0025 125 69 -1 2374.0406857630865 2353.057647356969 50 GTEX 1 100 100 0.0 0.0025 125 69 -2 2341.957809472419 2330.0963993435125 50 GTEX 1 100 100 0.0 0.0025 125 69 -3 2325.1958621323165 2322.848404916974 50 GTEX 1 100 100 0.0 0.0025 125 69 -4 2316.2734799996038 2311.294105442758 50 GTEX 1 100 100 0.0 0.0025 125 69 -5 2309.95955376138 2309.935648058757 50 GTEX 1 100 100 0.0 0.0025 125 69 -6 2305.198080802475 2313.675636436549 50 GTEX 1 100 100 0.0 0.0025 125 69 -7 2301.021413198479 2295.552952987613 50 GTEX 1 100 100 0.0 0.0025 125 69 -8 2297.572877382041 2295.4270065945816 50 GTEX 1 100 100 0.0 0.0025 125 69 -9 2295.3780530601366 2294.0919565411123 50 GTEX 1 100 100 0.0 0.0025 125 69 -10 2293.204054627258 2288.7787278324026 50 GTEX 1 100 100 0.0 0.0025 125 69 -11 2290.4100307884873 2287.2251083316005 50 GTEX 1 100 100 0.0 0.0025 125 69 -12 2290.8067065148593 2299.226171225196 50 GTEX 1 100 100 0.0 0.0025 125 69 -13 2287.1908620074996 2291.118591540667 50 GTEX 1 100 100 0.0 0.0025 125 69 -14 2286.6856587201346 2286.006702263546 50 GTEX 1 100 100 0.0 0.0025 125 69 -15 2286.6562140249107 2292.088409075719 50 GTEX 1 100 100 0.0 0.0025 125 69 -16 2284.6303659876085 2283.4138401742216 50 GTEX 1 100 100 0.0 0.0025 125 69 -17 2284.152953856571 2283.8828992952413 50 GTEX 1 100 100 0.0 0.0025 125 69 -18 2282.760260069724 2284.5430383718513 50 GTEX 1 100 100 0.0 0.0025 125 69 -19 2282.5490747155413 2284.6787712764376 50 GTEX 1 100 100 0.0 0.0025 125 69 -20 2281.1324021776713 2281.1648701134745 50 GTEX 1 100 100 0.0 0.0025 125 69 -21 2280.400775906603 2283.7694189267468 50 GTEX 1 100 100 0.0 0.0025 125 69 -22 2280.068057029517 2285.263997241118 50 GTEX 1 100 100 0.0 0.0025 125 69 -23 2280.080137077727 2276.6004880027626 50 GTEX 1 100 100 0.0 0.0025 125 69 -24 2278.428382184496 2277.729643963136 50 GTEX 1 100 100 0.0 0.0025 125 69 -25 2278.7000681231516 2278.9343470584304 50 GTEX 1 100 100 0.0 0.0025 125 69 -26 2277.191681182207 2276.413885196352 50 GTEX 1 100 100 0.0 0.0025 125 69 -27 2278.2550633842393 2280.7221410483007 50 GTEX 1 100 100 0.0 0.0025 125 69 -28 2277.316734667752 2281.975327408359 50 GTEX 1 100 100 0.0 0.0025 125 69 -29 2277.2306717062393 2292.752178699798 50 GTEX 1 100 100 0.0 0.0025 125 69 -30 2276.1052267498285 2279.866731708947 50 GTEX 1 100 100 0.0 0.0025 125 69 -31 2275.6388768169613 2278.7337790369534 50 GTEX 1 100 100 0.0 0.0025 125 69 -32 2274.819541163136 2278.838601696174 50 GTEX 1 100 100 0.0 0.0025 125 69 -33 2275.22052312061 2280.9301084801273 50 GTEX 1 100 100 0.0 0.0025 125 69 -34 2274.8576773110294 2274.1496442787547 50 GTEX 1 100 100 0.0 0.0025 125 69 -35 2274.890266796421 2274.956526723651 50 GTEX 1 100 100 0.0 0.0025 125 69 -36 2275.967546678388 2275.4695214101116 50 GTEX 1 100 100 0.0 0.0025 125 69 -37 2273.805724227291 2272.2005898363236 50 GTEX 1 100 100 0.0 0.0025 125 69 -38 2273.9196017611753 2277.8017299637595 50 GTEX 1 100 100 0.0 0.0025 125 69 -39 2273.696885526904 2273.4203024744534 50 GTEX 1 100 100 0.0 0.0025 125 69 -40 2274.131045749173 2276.43988663706 50 GTEX 1 100 100 0.0 0.0025 125 69 -41 2274.2994714730694 2276.5580836539034 50 GTEX 1 100 100 0.0 0.0025 125 69 -42 2273.977270680596 2279.2423750148528 50 GTEX 1 100 100 0.0 0.0025 125 69 -43 2274.365281181299 2281.2682399967325 50 GTEX 1 100 100 0.0 0.0025 125 69 -44 2273.044293510104 2278.012298467948 50 GTEX 1 100 100 0.0 0.0025 125 69 -45 2273.599741747856 2272.2086961405357 50 GTEX 1 100 100 0.0 0.0025 125 69 -46 2272.753992744946 2272.5716148927636 50 GTEX 1 100 100 0.0 0.0025 125 69 -47 2272.0597311817532 2273.1438851592206 50 GTEX 1 100 100 0.0 0.0025 125 69 -48 2272.5260012473427 2273.2402422654764 50 GTEX 1 100 100 0.0 0.0025 125 69 -49 2271.856709697172 2274.7766057583767 50 GTEX 1 100 100 0.0 0.0025 125 69 -50 2272.473555524082 2271.760448383288 50 GTEX 1 100 100 0.0 0.0025 125 69 -51 2273.2599214912657 2275.6027080115255 50 GTEX 1 100 100 0.0 0.0025 125 69 -52 2272.1615977808606 2275.5705473577113 50 GTEX 1 100 100 0.0 0.0025 125 69 -53 2272.0992996797677 2270.314952545746 50 GTEX 1 100 100 0.0 0.0025 125 69 -54 2272.1485501445813 2274.855634450006 50 GTEX 1 100 100 0.0 0.0025 125 69 -55 2272.124364904281 2270.3041671926985 50 GTEX 1 100 100 0.0 0.0025 125 69 -56 2271.3368346852058 2272.261836178856 50 GTEX 1 100 100 0.0 0.0025 125 69 -57 2271.7187263260703 2297.3363840081392 50 GTEX 1 100 100 0.0 0.0025 125 69 -58 2272.2656400347505 2275.0034133272934 50 GTEX 1 100 100 0.0 0.0025 125 69 -59 2271.894789393832 2270.908690013813 50 GTEX 1 100 100 0.0 0.0025 125 69 -60 2271.63856214453 2270.2834546919557 50 GTEX 1 100 100 0.0 0.0025 125 69 -61 2271.7925708319854 2280.1129563480276 50 GTEX 1 100 100 0.0 0.0025 125 69 -62 2272.6765364689927 2274.7207866712215 50 GTEX 1 100 100 0.0 0.0025 125 69 -63 2271.2033009040038 2271.7163605780656 50 GTEX 1 100 100 0.0 0.0025 125 69 -64 2273.5901510984704 2275.5145829929597 50 GTEX 1 100 100 0.0 0.0025 125 69 -65 2271.250544345655 2272.015974501693 50 GTEX 1 100 100 0.0 0.0025 125 69 -66 2270.774296389143 2270.486893454432 50 GTEX 1 100 100 0.0 0.0025 125 69 -67 2270.277258647638 2271.693512078927 50 GTEX 1 100 100 0.0 0.0025 125 69 -68 2272.002514645859 2270.1551513671875 50 GTEX 1 100 100 0.0 0.0025 125 69 -69 2269.9016060672516 2271.3895792797944 50 GTEX 1 100 100 0.0 0.0025 125 69 -70 2270.8190841376622 2270.5093465014556 50 GTEX 1 100 100 0.0 0.0025 125 69 -71 2271.537650703389 2283.0206349884147 50 GTEX 1 100 100 0.0 0.0025 125 69 -72 2271.099635215172 2272.0119039441242 50 GTEX 1 100 100 0.0 0.0025 125 69 -73 2270.9476165819838 2270.882725240613 50 GTEX 1 100 100 0.0 0.0025 125 69 -74 2271.1694906896983 2270.763414738296 50 GTEX 1 100 100 0.0 0.0025 125 69 -75 2270.167769017335 2270.358293076432 50 GTEX 1 100 100 0.0 0.0025 125 69 -76 2270.7083257342942 2275.774605290518 50 GTEX 1 100 100 0.0 0.0025 125 69 -77 2271.4775645416316 2273.777550758971 50 GTEX 1 100 100 0.0 0.0025 125 69 -78 2270.456588898237 2269.2120876529825 50 GTEX 1 100 100 0.0 0.0025 125 69 -79 2271.0104600602754 2271.5969929858306 50 GTEX 1 100 100 0.0 0.0025 125 69 -80 2270.885394428302 2273.2816668028163 50 GTEX 1 100 100 0.0 0.0025 125 69 -81 2270.8458852698436 2279.5074216893418 50 GTEX 1 100 100 0.0 0.0025 125 69 -82 2271.013129772953 2272.5775350708473 50 GTEX 1 100 100 0.0 0.0025 125 69 -83 2271.1217325592766 2271.0760386651914 50 GTEX 1 100 100 0.0 0.0025 125 69 -84 2271.240918520626 2270.843448305311 50 GTEX 1 100 100 0.0 0.0025 125 69 -85 2270.678978674689 2271.1358591522103 50 GTEX 1 100 100 0.0 0.0025 125 69 -86 2269.983464146839 2273.0778957120365 50 GTEX 1 100 100 0.0 0.0025 125 69 -87 2270.5368101757253 2272.011677441035 50 GTEX 1 100 100 0.0 0.0025 125 69 -88 2269.967980932532 2269.0822614662547 50 GTEX 1 100 100 0.0 0.0025 125 69 -89 2269.566015191752 2273.596642555846 50 GTEX 1 100 100 0.0 0.0025 125 69 -90 2270.9113513966277 2270.5467283299668 50 GTEX 1 100 100 0.0 0.0025 125 69 -91 2269.6944946920885 2270.965828667122 50 GTEX 1 100 100 0.0 0.0025 125 69 -92 2270.5052524404264 2270.0109027819035 50 GTEX 1 100 100 0.0 0.0025 125 69 -93 2269.7777140742182 2268.617891608989 50 GTEX 1 100 100 0.0 0.0025 125 69 -94 2270.194862489024 2273.643296158359 50 GTEX 1 100 100 0.0 0.0025 125 69 -95 2270.589313433341 2271.546140721542 50 GTEX 1 100 100 0.0 0.0025 125 69 -96 2269.7079839838384 2269.505655615049 50 GTEX 1 100 100 0.0 0.0025 125 69 -97 2269.6463114366848 2269.4372094448076 50 GTEX 1 100 100 0.0 0.0025 125 69 -98 2270.3293290179045 2270.148023482058 50 GTEX 1 100 100 0.0 0.0025 125 69 -99 2270.0800809101684 2271.0939681484674 50 GTEX 1 100 100 0.0 0.0025 125 69 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index 2a254012a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2605.027537628654 2473.222307676598 50 GTEX 1 100 100 1.0 0.0025 125 6567 -1 2373.97332453564 2349.593874391041 50 GTEX 1 100 100 1.0 0.0025 125 6567 -2 2344.113271321391 2329.115866541409 50 GTEX 1 100 100 1.0 0.0025 125 6567 -3 2326.2319334390186 2304.2661596958174 50 GTEX 1 100 100 1.0 0.0025 125 6567 -4 2317.421668098106 2296.8998104429065 50 GTEX 1 100 100 1.0 0.0025 125 6567 -5 2311.007207319051 2291.369318856939 50 GTEX 1 100 100 1.0 0.0025 125 6567 -6 2306.193094758231 2286.501092134773 50 GTEX 1 100 100 1.0 0.0025 125 6567 -7 2302.564965647529 2282.998156413379 50 GTEX 1 100 100 1.0 0.0025 125 6567 -8 2299.5016558340817 2281.819445475879 50 GTEX 1 100 100 1.0 0.0025 125 6567 -9 2296.8758111286656 2285.957121294261 50 GTEX 1 100 100 1.0 0.0025 125 6567 -10 2295.5036696912216 2275.6745800409935 50 GTEX 1 100 100 1.0 0.0025 125 6567 -11 2292.5946000694435 2275.326088792924 50 GTEX 1 100 100 1.0 0.0025 125 6567 -12 2291.331562000733 2288.6209057710016 50 GTEX 1 100 100 1.0 0.0025 125 6567 -13 2290.358071412332 2286.2852695015445 50 GTEX 1 100 100 1.0 0.0025 125 6567 -14 2288.615704784754 2277.7618914121913 50 GTEX 1 100 100 1.0 0.0025 125 6567 -15 2286.925675903591 2271.474187002436 50 GTEX 1 100 100 1.0 0.0025 125 6567 -16 2286.3041088813034 2270.0201383525427 50 GTEX 1 100 100 1.0 0.0025 125 6567 -17 2285.747483523151 2272.390131613148 50 GTEX 1 100 100 1.0 0.0025 125 6567 -18 2284.5424232696473 2279.758498043162 50 GTEX 1 100 100 1.0 0.0025 125 6567 -19 2283.677217519987 2272.024673984078 50 GTEX 1 100 100 1.0 0.0025 125 6567 -20 2283.8999502331703 2266.9533788876843 50 GTEX 1 100 100 1.0 0.0025 125 6567 -21 2282.8941291542333 2269.727402139526 50 GTEX 1 100 100 1.0 0.0025 125 6567 -22 2281.9853457342774 2263.3072672216613 50 GTEX 1 100 100 1.0 0.0025 125 6567 -23 2280.9913388747177 2265.5098097188393 50 GTEX 1 100 100 1.0 0.0025 125 6567 -24 2280.715709060503 2263.862437433163 50 GTEX 1 100 100 1.0 0.0025 125 6567 -25 2278.964848469313 2265.6298489298656 50 GTEX 1 100 100 1.0 0.0025 125 6567 -26 2280.5752436145376 2264.27949645764 50 GTEX 1 100 100 1.0 0.0025 125 6567 -27 2279.9249837119237 2266.7510257619415 50 GTEX 1 100 100 1.0 0.0025 125 6567 -28 2277.8925528521772 2268.632791149299 50 GTEX 1 100 100 1.0 0.0025 125 6567 -29 2277.955376911657 2267.8177731590126 50 GTEX 1 100 100 1.0 0.0025 125 6567 -30 2278.0759285338213 2260.748413550083 50 GTEX 1 100 100 1.0 0.0025 125 6567 -31 2278.3970207004018 2266.180194347077 50 GTEX 1 100 100 1.0 0.0025 125 6567 -32 2276.3437482721642 2258.5004785341907 50 GTEX 1 100 100 1.0 0.0025 125 6567 -33 2277.420777824243 2259.1787972685956 50 GTEX 1 100 100 1.0 0.0025 125 6567 -34 2276.340966998026 2260.612352030359 50 GTEX 1 100 100 1.0 0.0025 125 6567 -35 2276.4755897284235 2263.8067979703837 50 GTEX 1 100 100 1.0 0.0025 125 6567 -36 2276.3507955729856 2259.756694373069 50 GTEX 1 100 100 1.0 0.0025 125 6567 -37 2274.9194948158733 2267.4859605216257 50 GTEX 1 100 100 1.0 0.0025 125 6567 -38 2275.698314369776 2257.4555232407024 50 GTEX 1 100 100 1.0 0.0025 125 6567 -39 2275.836582446962 2258.2441884320046 50 GTEX 1 100 100 1.0 0.0025 125 6567 -40 2274.1778569997673 2262.497704335492 50 GTEX 1 100 100 1.0 0.0025 125 6567 -41 2276.6073489964315 2260.1998068225703 50 GTEX 1 100 100 1.0 0.0025 125 6567 -42 2274.736732438586 2257.8343050996614 50 GTEX 1 100 100 1.0 0.0025 125 6567 -43 2274.9601224772564 2259.2925496264556 50 GTEX 1 100 100 1.0 0.0025 125 6567 -44 2274.763242017811 2257.875097006446 50 GTEX 1 100 100 1.0 0.0025 125 6567 -45 2276.2348346816984 2259.4710711925204 50 GTEX 1 100 100 1.0 0.0025 125 6567 -46 2274.1306380830697 2260.511371569035 50 GTEX 1 100 100 1.0 0.0025 125 6567 -47 2274.541125226527 2263.6986385679065 50 GTEX 1 100 100 1.0 0.0025 125 6567 -48 2275.1198894226327 2270.0350402135814 50 GTEX 1 100 100 1.0 0.0025 125 6567 -49 2274.188723694602 2259.3541115880466 50 GTEX 1 100 100 1.0 0.0025 125 6567 -50 2273.7328390055177 2260.73023482058 50 GTEX 1 100 100 1.0 0.0025 125 6567 -51 2272.5614550977243 2257.83058357964 50 GTEX 1 100 100 1.0 0.0025 125 6567 -52 2273.891838508107 2262.8460349891575 50 GTEX 1 100 100 1.0 0.0025 125 6567 -53 2273.113942675874 2260.1437111045925 50 GTEX 1 100 100 1.0 0.0025 125 6567 -54 2272.5749930525526 2258.6954429249345 50 GTEX 1 100 100 1.0 0.0025 125 6567 -55 2273.4867141028953 2257.2950852542776 50 GTEX 1 100 100 1.0 0.0025 125 6567 -56 2273.665291481264 2261.689601651616 50 GTEX 1 100 100 1.0 0.0025 125 6567 -57 2273.2472067857425 2255.9364157557034 50 GTEX 1 100 100 1.0 0.0025 125 6567 -58 2273.767116380214 2260.467246632159 50 GTEX 1 100 100 1.0 0.0025 125 6567 -59 2272.6903434762285 2255.2532332387714 50 GTEX 1 100 100 1.0 0.0025 125 6567 -60 2272.5022393784 2258.5064293458886 50 GTEX 1 100 100 1.0 0.0025 125 6567 -61 2272.804957480797 2263.277785152537 50 GTEX 1 100 100 1.0 0.0025 125 6567 -62 2272.831844798461 2257.43804305044 50 GTEX 1 100 100 1.0 0.0025 125 6567 -63 2273.011663072424 2257.484790410379 50 GTEX 1 100 100 1.0 0.0025 125 6567 -64 2272.759339571629 2255.807470053321 50 GTEX 1 100 100 1.0 0.0025 125 6567 -65 2272.5699939205965 2260.0659852698727 50 GTEX 1 100 100 1.0 0.0025 125 6567 -66 2273.286829671903 2258.2211686631117 50 GTEX 1 100 100 1.0 0.0025 125 6567 -67 2272.500997812302 2255.414048111484 50 GTEX 1 100 100 1.0 0.0025 125 6567 -68 2273.2639729826305 2257.9856764644724 50 GTEX 1 100 100 1.0 0.0025 125 6567 -69 2272.372396950839 2255.229406784696 50 GTEX 1 100 100 1.0 0.0025 125 6567 -70 2272.401186409452 2260.559381869356 50 GTEX 1 100 100 1.0 0.0025 125 6567 -71 2272.5095919903924 2256.717095320669 50 GTEX 1 100 100 1.0 0.0025 125 6567 -72 2272.1134007285586 2257.479327879931 50 GTEX 1 100 100 1.0 0.0025 125 6567 -73 2272.353909313685 2257.2808991058696 50 GTEX 1 100 100 1.0 0.0025 125 6567 -74 2272.7330755900844 2258.01165005644 50 GTEX 1 100 100 1.0 0.0025 125 6567 -75 2272.3747537189215 2260.68530969656 50 GTEX 1 100 100 1.0 0.0025 125 6567 -76 2272.0214793204354 2264.069451509773 50 GTEX 1 100 100 1.0 0.0025 125 6567 -77 2273.0786269749938 2256.5144678848324 50 GTEX 1 100 100 1.0 0.0025 125 6567 -78 2272.5098079698723 2257.1573347084422 50 GTEX 1 100 100 1.0 0.0025 125 6567 -79 2271.488268200971 2256.448590760902 50 GTEX 1 100 100 1.0 0.0025 125 6567 -80 2271.586719100725 2258.706826561757 50 GTEX 1 100 100 1.0 0.0025 125 6567 -81 2272.5834715687965 2255.884498277091 50 GTEX 1 100 100 1.0 0.0025 125 6567 -82 2271.580971364551 2257.999165001931 50 GTEX 1 100 100 1.0 0.0025 125 6567 -83 2272.4834542182302 2257.7135172216613 50 GTEX 1 100 100 1.0 0.0025 125 6567 -84 2271.2735786925555 2255.5053098265207 50 GTEX 1 100 100 1.0 0.0025 125 6567 -85 2273.4111542428222 2261.420297368851 50 GTEX 1 100 100 1.0 0.0025 125 6567 -86 2271.7313733365327 2254.022793265803 50 GTEX 1 100 100 1.0 0.0025 125 6567 -87 2271.1591524289556 2257.7575094128742 50 GTEX 1 100 100 1.0 0.0025 125 6567 -88 2272.2011448485528 2257.8738131795094 50 GTEX 1 100 100 1.0 0.0025 125 6567 -89 2271.9600832785927 2254.6218294208948 50 GTEX 1 100 100 1.0 0.0025 125 6567 -90 2270.6939962759207 2257.5356106486156 50 GTEX 1 100 100 1.0 0.0025 125 6567 -91 2271.739984019324 2263.418795393447 50 GTEX 1 100 100 1.0 0.0025 125 6567 -92 2272.1258021800236 2260.504898593453 50 GTEX 1 100 100 1.0 0.0025 125 6567 -93 2272.0045145642634 2257.258543065292 50 GTEX 1 100 100 1.0 0.0025 125 6567 -94 2271.4451183892484 2258.3035517355333 50 GTEX 1 100 100 1.0 0.0025 125 6567 -95 2271.702929831916 2256.967307435242 50 GTEX 1 100 100 1.0 0.0025 125 6567 -96 2271.4502529500087 2264.805591191629 50 GTEX 1 100 100 1.0 0.0025 125 6567 -97 2271.1632917562733 2255.9481456451995 50 GTEX 1 100 100 1.0 0.0025 125 6567 -98 2272.444417996808 2253.24468367544 50 GTEX 1 100 100 1.0 0.0025 125 6567 -99 2271.8358973987356 2256.3186513226296 50 GTEX 1 100 100 1.0 0.0025 125 6567 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 66a674861..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2611.4275458603734 2431.2066836048893 50 GTEX 1 50 100 0.5 0.0025 125 8141 -1 2375.91620811107 2343.14118197481 50 GTEX 1 50 100 0.5 0.0025 125 8141 -2 2342.707356547332 2325.0816153754754 50 GTEX 1 50 100 0.5 0.0025 125 8141 -3 2327.034177908087 2313.7743537235624 50 GTEX 1 50 100 0.5 0.0025 125 8141 -4 2318.205451002289 2303.4538448899416 50 GTEX 1 50 100 0.5 0.0025 125 8141 -5 2310.989640798918 2297.4704497014613 50 GTEX 1 50 100 0.5 0.0025 125 8141 -6 2307.0131055316742 2294.2131960328543 50 GTEX 1 50 100 0.5 0.0025 125 8141 -7 2302.5090779979137 2297.0559699345 50 GTEX 1 50 100 0.5 0.0025 125 8141 -8 2298.2988036258353 2291.4322013129754 50 GTEX 1 50 100 0.5 0.0025 125 8141 -9 2296.742045379055 2297.173958085789 50 GTEX 1 50 100 0.5 0.0025 125 8141 -10 2294.219735485354 2290.095051928618 50 GTEX 1 50 100 0.5 0.0025 125 8141 -11 2291.7894807394273 2286.1504458583354 50 GTEX 1 50 100 0.5 0.0025 125 8141 -12 2290.815315882432 2294.472734226473 50 GTEX 1 50 100 0.5 0.0025 125 8141 -13 2289.7017779327616 2280.808608138516 50 GTEX 1 50 100 0.5 0.0025 125 8141 -14 2289.1124630294707 2277.4173871754692 50 GTEX 1 50 100 0.5 0.0025 125 8141 -15 2286.5937575818466 2276.4630753549786 50 GTEX 1 50 100 0.5 0.0025 125 8141 -16 2287.515207276345 2278.1174636666765 50 GTEX 1 50 100 0.5 0.0025 125 8141 -17 2285.692666848081 2276.959715404438 50 GTEX 1 50 100 0.5 0.0025 125 8141 -18 2283.8757600414597 2276.0081698921695 50 GTEX 1 50 100 0.5 0.0025 125 8141 -19 2283.489756847594 2275.4126770251605 50 GTEX 1 50 100 0.5 0.0025 125 8141 -20 2282.524997271567 2273.1978458070935 50 GTEX 1 50 100 0.5 0.0025 125 8141 -21 2281.2031041886044 2273.5411033485325 50 GTEX 1 50 100 0.5 0.0025 125 8141 -22 2280.832916211412 2271.996390803232 50 GTEX 1 50 100 0.5 0.0025 125 8141 -23 2282.3514218232167 2272.03175545464 50 GTEX 1 50 100 0.5 0.0025 125 8141 -24 2279.7380429891746 2274.5668592561788 50 GTEX 1 50 100 0.5 0.0025 125 8141 -25 2280.52376339047 2269.1283418488592 50 GTEX 1 50 100 0.5 0.0025 125 8141 -26 2279.7848235255524 2271.809273259268 50 GTEX 1 50 100 0.5 0.0025 125 8141 -27 2278.194883945135 2272.7350178417596 50 GTEX 1 50 100 0.5 0.0025 125 8141 -28 2278.071817857632 2269.6775951312975 50 GTEX 1 50 100 0.5 0.0025 125 8141 -29 2278.200092957568 2270.651672131208 50 GTEX 1 50 100 0.5 0.0025 125 8141 -30 2277.198263953074 2269.6076047483957 50 GTEX 1 50 100 0.5 0.0025 125 8141 -31 2276.891247691405 2268.6640216551805 50 GTEX 1 50 100 0.5 0.0025 125 8141 -32 2276.491413661642 2270.072648545182 50 GTEX 1 50 100 0.5 0.0025 125 8141 -33 2275.6015256480982 2274.9410613897635 50 GTEX 1 50 100 0.5 0.0025 125 8141 -34 2275.85735490202 2267.244350418845 50 GTEX 1 50 100 0.5 0.0025 125 8141 -35 2276.61194981065 2268.0894594373813 50 GTEX 1 50 100 0.5 0.0025 125 8141 -36 2275.89563809648 2268.527081043548 50 GTEX 1 50 100 0.5 0.0025 125 8141 -37 2275.487836680418 2265.2945811920745 50 GTEX 1 50 100 0.5 0.0025 125 8141 -38 2274.556278604709 2265.1837473822184 50 GTEX 1 50 100 0.5 0.0025 125 8141 -39 2274.1855178112537 2270.7422311296937 50 GTEX 1 50 100 0.5 0.0025 125 8141 -40 2274.244095520748 2265.1258150398053 50 GTEX 1 50 100 0.5 0.0025 125 8141 -41 2274.8537590435444 2269.7692379099335 50 GTEX 1 50 100 0.5 0.0025 125 8141 -42 2274.434014104092 2267.5285347478016 50 GTEX 1 50 100 0.5 0.0025 125 8141 -43 2274.1621547629265 2263.6244657683283 50 GTEX 1 50 100 0.5 0.0025 125 8141 -44 2274.4286749624107 2263.304839275636 50 GTEX 1 50 100 0.5 0.0025 125 8141 -45 2274.2464142506537 2267.1079626047112 50 GTEX 1 50 100 0.5 0.0025 125 8141 -46 2273.853177149696 2266.336401645675 50 GTEX 1 50 100 0.5 0.0025 125 8141 -47 2273.630064415783 2265.9304018201938 50 GTEX 1 50 100 0.5 0.0025 125 8141 -48 2274.403247691818 2263.604783206838 50 GTEX 1 50 100 0.5 0.0025 125 8141 -49 2272.953066666199 2265.848484285884 50 GTEX 1 50 100 0.5 0.0025 125 8141 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index 1b880e229..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2610.889322985436 2395.963821701224 50 GTEX 1 50 100 0.0 0.0025 125 4973 -1 2376.2962599935963 2329.567091329016 50 GTEX 1 50 100 0.0 0.0025 125 4973 -2 2343.8404341540845 2309.2593724936132 50 GTEX 1 50 100 0.0 0.0025 125 4973 -3 2328.934290867289 2300.1082517674668 50 GTEX 1 50 100 0.0 0.0025 125 4973 -4 2319.4301745949747 2287.5204395830856 50 GTEX 1 50 100 0.0 0.0025 125 4973 -5 2313.0965835991965 2278.429230780656 50 GTEX 1 50 100 0.0 0.0025 125 4973 -6 2308.284107427858 2272.3281305697483 50 GTEX 1 50 100 0.0 0.0025 125 4973 -7 2303.4414082099333 2277.304596063302 50 GTEX 1 50 100 0.0 0.0025 125 4973 -8 2301.107171106706 2269.018067798687 50 GTEX 1 50 100 0.0 0.0025 125 4973 -9 2298.1371459380694 2264.7213236877674 50 GTEX 1 50 100 0.0 0.0025 125 4973 -10 2296.4116247299417 2265.0333010597374 50 GTEX 1 50 100 0.0 0.0025 125 4973 -11 2294.0667799267358 2269.8163227037785 50 GTEX 1 50 100 0.0 0.0025 125 4973 -12 2292.7717079105378 2281.7701773407794 50 GTEX 1 50 100 0.0 0.0025 125 4973 -13 2290.867238587206 2259.7483286114248 50 GTEX 1 50 100 0.0 0.0025 125 4973 -14 2289.6785691260184 2261.4980603352246 50 GTEX 1 50 100 0.0 0.0025 125 4973 -15 2289.0485901220604 2270.8323914270436 50 GTEX 1 50 100 0.0 0.0025 125 4973 -16 2287.1736271286936 2258.0798757574858 50 GTEX 1 50 100 0.0 0.0025 125 4973 -17 2287.033484272258 2261.361449731167 50 GTEX 1 50 100 0.0 0.0025 125 4973 -18 2287.863624973283 2263.7417641991447 50 GTEX 1 50 100 0.0 0.0025 125 4973 -19 2285.667387604021 2258.5461156576757 50 GTEX 1 50 100 0.0 0.0025 125 4973 -20 2284.603258512712 2257.215110169617 50 GTEX 1 50 100 0.0 0.0025 125 4973 -21 2283.7783470810614 2250.8522689297174 50 GTEX 1 50 100 0.0 0.0025 125 4973 -22 2282.8304607761665 2251.1693597945878 50 GTEX 1 50 100 0.0 0.0025 125 4973 -23 2283.338585808144 2258.1652553543845 50 GTEX 1 50 100 0.0 0.0025 125 4973 -24 2281.885293465954 2251.1543316859256 50 GTEX 1 50 100 0.0 0.0025 125 4973 -25 2281.6751208814585 2251.056174622742 50 GTEX 1 50 100 0.0 0.0025 125 4973 -26 2280.549411514587 2252.1805401356046 50 GTEX 1 50 100 0.0 0.0025 125 4973 -27 2281.7731034861226 2255.2266126277327 50 GTEX 1 50 100 0.0 0.0025 125 4973 -28 2280.694874145469 2252.6481070282794 50 GTEX 1 50 100 0.0 0.0025 125 4973 -29 2281.505295791054 2248.3319435264675 50 GTEX 1 50 100 0.0 0.0025 125 4973 -30 2279.076709464043 2250.692052804925 50 GTEX 1 50 100 0.0 0.0025 125 4973 -31 2278.6425925924013 2252.125925970621 50 GTEX 1 50 100 0.0 0.0025 125 4973 -32 2279.6566955753374 2251.555311311787 50 GTEX 1 50 100 0.0 0.0025 125 4973 -33 2278.9452061220472 2247.708678503 50 GTEX 1 50 100 0.0 0.0025 125 4973 -34 2278.172240398597 2250.944781517348 50 GTEX 1 50 100 0.0 0.0025 125 4973 -35 2278.105124498051 2247.294415027923 50 GTEX 1 50 100 0.0 0.0025 125 4973 -36 2276.790151603927 2247.896036010278 50 GTEX 1 50 100 0.0 0.0025 125 4973 -37 2277.05039480791 2247.8318005695996 50 GTEX 1 50 100 0.0 0.0025 125 4973 -38 2276.6884063143684 2249.124231838908 50 GTEX 1 50 100 0.0 0.0025 125 4973 -39 2277.812948205774 2247.414472340631 50 GTEX 1 50 100 0.0 0.0025 125 4973 -40 2277.251336597069 2249.0949994801567 50 GTEX 1 50 100 0.0 0.0025 125 4973 -41 2276.6886791834877 2245.8306643409874 50 GTEX 1 50 100 0.0 0.0025 125 4973 -42 2275.7398491965514 2251.796797951818 50 GTEX 1 50 100 0.0 0.0025 125 4973 -43 2275.3260864889635 2245.965350597077 50 GTEX 1 50 100 0.0 0.0025 125 4973 -44 2275.63210016744 2244.797952746257 50 GTEX 1 50 100 0.0 0.0025 125 4973 -45 2276.501520289228 2251.4673506007903 50 GTEX 1 50 100 0.0 0.0025 125 4973 -46 2275.847548866292 2249.412841796875 50 GTEX 1 50 100 0.0 0.0025 125 4973 -47 2275.518713209991 2245.9115964940293 50 GTEX 1 50 100 0.0 0.0025 125 4973 -48 2275.8785302265023 2247.837678974572 50 GTEX 1 50 100 0.0 0.0025 125 4973 -49 2275.348811553249 2246.323570338492 50 GTEX 1 50 100 0.0 0.0025 125 4973 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index c51424974..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.0025lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2610.4722022933693 2467.760712018031 50 GTEX 1 50 100 1.0 0.0025 125 2202 -1 2373.5338878895523 2365.0703635560244 50 GTEX 1 50 100 1.0 0.0025 125 2202 -2 2342.254079214104 2340.8859840073965 50 GTEX 1 50 100 1.0 0.0025 125 2202 -3 2325.661614930276 2333.7877986313274 50 GTEX 1 50 100 1.0 0.0025 125 2202 -4 2315.432196910774 2319.3970571307627 50 GTEX 1 50 100 1.0 0.0025 125 2202 -5 2309.3933723621362 2323.556936285795 50 GTEX 1 50 100 1.0 0.0025 125 2202 -6 2304.9421772516125 2312.710760196352 50 GTEX 1 50 100 1.0 0.0025 125 2202 -7 2301.039694165836 2306.237413297588 50 GTEX 1 50 100 1.0 0.0025 125 2202 -8 2297.4551024694333 2304.623403803024 50 GTEX 1 50 100 1.0 0.0025 125 2202 -9 2294.44611547947 2302.0080510708767 50 GTEX 1 50 100 1.0 0.0025 125 2202 -10 2293.130976738894 2300.6806176479326 50 GTEX 1 50 100 1.0 0.0025 125 2202 -11 2291.048932181979 2302.986099301182 50 GTEX 1 50 100 1.0 0.0025 125 2202 -12 2289.056871587653 2301.7201739989305 50 GTEX 1 50 100 1.0 0.0025 125 2202 -13 2287.3294207995123 2295.3428040711146 50 GTEX 1 50 100 1.0 0.0025 125 2202 -14 2286.4031242418155 2293.8167525026734 50 GTEX 1 50 100 1.0 0.0025 125 2202 -15 2285.384627604442 2293.41554451714 50 GTEX 1 50 100 1.0 0.0025 125 2202 -16 2285.735692332989 2291.192772694867 50 GTEX 1 50 100 1.0 0.0025 125 2202 -17 2282.355744326922 2294.321745781844 50 GTEX 1 50 100 1.0 0.0025 125 2202 -18 2282.3620192335466 2291.6793565641337 50 GTEX 1 50 100 1.0 0.0025 125 2202 -19 2280.8010162098853 2297.0046451699145 50 GTEX 1 50 100 1.0 0.0025 125 2202 -20 2280.325756214432 2290.6769560027033 50 GTEX 1 50 100 1.0 0.0025 125 2202 -21 2279.6622043801826 2287.4603201862524 50 GTEX 1 50 100 1.0 0.0025 125 2202 -22 2279.2769395395685 2300.0079364268954 50 GTEX 1 50 100 1.0 0.0025 125 2202 -23 2278.0725949195644 2292.56024425202 50 GTEX 1 50 100 1.0 0.0025 125 2202 -24 2277.3853914110364 2287.734792266962 50 GTEX 1 50 100 1.0 0.0025 125 2202 -25 2277.0244046496628 2287.4475728894367 50 GTEX 1 50 100 1.0 0.0025 125 2202 -26 2276.814182086871 2287.301632029022 50 GTEX 1 50 100 1.0 0.0025 125 2202 -27 2276.4400821346107 2287.8687089695222 50 GTEX 1 50 100 1.0 0.0025 125 2202 -28 2277.0693140945605 2282.670576320402 50 GTEX 1 50 100 1.0 0.0025 125 2202 -29 2277.015496521222 2288.755192861811 50 GTEX 1 50 100 1.0 0.0025 125 2202 -30 2275.6571702402093 2286.796014009773 50 GTEX 1 50 100 1.0 0.0025 125 2202 -31 2275.111192244895 2285.1839673872682 50 GTEX 1 50 100 1.0 0.0025 125 2202 -32 2275.424036909462 2289.736161032557 50 GTEX 1 50 100 1.0 0.0025 125 2202 -33 2273.924054033089 2284.232918510872 50 GTEX 1 50 100 1.0 0.0025 125 2202 -34 2273.9417620552395 2282.3096589643237 50 GTEX 1 50 100 1.0 0.0025 125 2202 -35 2273.635007857269 2286.4890870068916 50 GTEX 1 50 100 1.0 0.0025 125 2202 -36 2273.6922135103764 2282.7679345888782 50 GTEX 1 50 100 1.0 0.0025 125 2202 -37 2272.724523241094 2284.1525911396448 50 GTEX 1 50 100 1.0 0.0025 125 2202 -38 2272.5679764659476 2285.6861238080737 50 GTEX 1 50 100 1.0 0.0025 125 2202 -39 2272.688130763235 2282.1492887431677 50 GTEX 1 50 100 1.0 0.0025 125 2202 -40 2273.3598727198755 2288.3502726391694 50 GTEX 1 50 100 1.0 0.0025 125 2202 -41 2273.2680094392445 2288.2575920308045 50 GTEX 1 50 100 1.0 0.0025 125 2202 -42 2272.078476704853 2292.833318790102 50 GTEX 1 50 100 1.0 0.0025 125 2202 -43 2272.8644384358167 2284.9020801152565 50 GTEX 1 50 100 1.0 0.0025 125 2202 -44 2272.28691964831 2286.60225036389 50 GTEX 1 50 100 1.0 0.0025 125 2202 -45 2271.1256863376566 2282.8632139488773 50 GTEX 1 50 100 1.0 0.0025 125 2202 -46 2271.888314574022 2295.8800596520023 50 GTEX 1 50 100 1.0 0.0025 125 2202 -47 2272.321705161474 2279.515229547885 50 GTEX 1 50 100 1.0 0.0025 125 2202 -48 2271.4028720551487 2281.4802979443916 50 GTEX 1 50 100 1.0 0.0025 125 2202 -49 2271.656337268604 2285.5916836234555 50 GTEX 1 50 100 1.0 0.0025 125 2202 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index fb8d727ff..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2835.969092601479 2800.699592851414 100 GTEX 1 100 100 0.5 0.002 125 3707 -1 2428.283699426503 2446.49678161389 100 GTEX 1 100 100 0.5 0.002 125 3707 -2 2381.087658708169 2399.818325956511 100 GTEX 1 100 100 0.5 0.002 125 3707 -3 2355.240359191798 2373.1600058668014 100 GTEX 1 100 100 0.5 0.002 125 3707 -4 2341.1610126892265 2365.1258948728614 100 GTEX 1 100 100 0.5 0.002 125 3707 -5 2330.0159386408873 2353.0411409443323 100 GTEX 1 100 100 0.5 0.002 125 3707 -6 2322.549758964322 2352.310889414508 100 GTEX 1 100 100 0.5 0.002 125 3707 -7 2316.292105863625 2340.7057344269842 100 GTEX 1 100 100 0.5 0.002 125 3707 -8 2313.006079661175 2335.6317440366565 100 GTEX 1 100 100 0.5 0.002 125 3707 -9 2308.461154278926 2332.2123410765207 100 GTEX 1 100 100 0.5 0.002 125 3707 -10 2304.7707577039814 2323.2686595844225 100 GTEX 1 100 100 0.5 0.002 125 3707 -11 2301.968177054794 2323.82503007664 100 GTEX 1 100 100 0.5 0.002 125 3707 -12 2299.071842924146 2327.5290035349335 100 GTEX 1 100 100 0.5 0.002 125 3707 -13 2296.4730694348627 2321.6964292344937 100 GTEX 1 100 100 0.5 0.002 125 3707 -14 2294.081939571546 2310.675991043845 100 GTEX 1 100 100 0.5 0.002 125 3707 -15 2292.96946545298 2312.6139162012832 100 GTEX 1 100 100 0.5 0.002 125 3707 -16 2290.4465364009106 2313.0470987182152 100 GTEX 1 100 100 0.5 0.002 125 3707 -17 2288.8951525746097 2309.7534235384983 100 GTEX 1 100 100 0.5 0.002 125 3707 -18 2288.225704126629 2314.2376546533387 100 GTEX 1 100 100 0.5 0.002 125 3707 -19 2285.684235911794 2307.9545035126544 100 GTEX 1 100 100 0.5 0.002 125 3707 -20 2284.2732555356765 2305.91413119356 100 GTEX 1 100 100 0.5 0.002 125 3707 -21 2284.4055532953284 2305.0109371286835 100 GTEX 1 100 100 0.5 0.002 125 3707 -22 2283.4034424730726 2305.6790265565587 100 GTEX 1 100 100 0.5 0.002 125 3707 -23 2281.4957597619114 2302.6291698847435 100 GTEX 1 100 100 0.5 0.002 125 3707 -24 2281.5194717557124 2302.9373616845887 100 GTEX 1 100 100 0.5 0.002 125 3707 -25 2279.40682268732 2311.656873811787 100 GTEX 1 100 100 0.5 0.002 125 3707 -26 2279.73293602221 2314.3628607340183 100 GTEX 1 100 100 0.5 0.002 125 3707 -27 2277.709913950681 2297.9013077768536 100 GTEX 1 100 100 0.5 0.002 125 3707 -28 2276.984912717986 2302.1159315218038 100 GTEX 1 100 100 0.5 0.002 125 3707 -29 2276.9756658821434 2295.9665490212096 100 GTEX 1 100 100 0.5 0.002 125 3707 -30 2276.4116398420583 2296.9397576045626 100 GTEX 1 100 100 0.5 0.002 125 3707 -31 2275.4931614836405 2294.8645427979445 100 GTEX 1 100 100 0.5 0.002 125 3707 -32 2274.4754509342074 2295.855802934886 100 GTEX 1 100 100 0.5 0.002 125 3707 -33 2274.045879792346 2295.204247304242 100 GTEX 1 100 100 0.5 0.002 125 3707 -34 2272.812195746161 2296.377345792241 100 GTEX 1 100 100 0.5 0.002 125 3707 -35 2273.1616639801828 2294.330223866742 100 GTEX 1 100 100 0.5 0.002 125 3707 -36 2272.110950786284 2294.7353821961146 100 GTEX 1 100 100 0.5 0.002 125 3707 -37 2271.962630959641 2292.7370670449145 100 GTEX 1 100 100 0.5 0.002 125 3707 -38 2271.526760102527 2292.4554689356582 100 GTEX 1 100 100 0.5 0.002 125 3707 -39 2271.406600673309 2292.023607377317 100 GTEX 1 100 100 0.5 0.002 125 3707 -40 2271.5740141948677 2296.8158613429778 100 GTEX 1 100 100 0.5 0.002 125 3707 -41 2269.7593704405763 2291.005538186193 100 GTEX 1 100 100 0.5 0.002 125 3707 -42 2271.1605852948483 2292.3548402967563 100 GTEX 1 100 100 0.5 0.002 125 3707 -43 2269.517943523597 2288.455856033151 100 GTEX 1 100 100 0.5 0.002 125 3707 -44 2268.5723640600654 2288.6569536448433 100 GTEX 1 100 100 0.5 0.002 125 3707 -45 2268.9131911807544 2291.6224852587334 100 GTEX 1 100 100 0.5 0.002 125 3707 -46 2268.2642523762643 2303.395897694867 100 GTEX 1 100 100 0.5 0.002 125 3707 -47 2267.0817213742475 2291.322518120247 100 GTEX 1 100 100 0.5 0.002 125 3707 -48 2267.079489706637 2288.8920722062144 100 GTEX 1 100 100 0.5 0.002 125 3707 -49 2266.886674935178 2289.2423583056084 100 GTEX 1 100 100 0.5 0.002 125 3707 -50 2266.9445822701555 2286.881981679242 100 GTEX 1 100 100 0.5 0.002 125 3707 -51 2266.2375952475954 2286.6933797974098 100 GTEX 1 100 100 0.5 0.002 125 3707 -52 2266.3937912462784 2287.0452486335553 100 GTEX 1 100 100 0.5 0.002 125 3707 -53 2265.6781387659516 2286.7149347225522 100 GTEX 1 100 100 0.5 0.002 125 3707 -54 2266.7140082511123 2285.234117863296 100 GTEX 1 100 100 0.5 0.002 125 3707 -55 2265.6779777935444 2288.6966093230158 100 GTEX 1 100 100 0.5 0.002 125 3707 -56 2265.386733862116 2285.304798894962 100 GTEX 1 100 100 0.5 0.002 125 3707 -57 2265.1733059833255 2284.023090319035 100 GTEX 1 100 100 0.5 0.002 125 3707 -58 2264.1899059211437 2287.168091284458 100 GTEX 1 100 100 0.5 0.002 125 3707 -59 2264.6824485816687 2286.185900554004 100 GTEX 1 100 100 0.5 0.002 125 3707 -60 2263.7740396121067 2290.9746455783625 100 GTEX 1 100 100 0.5 0.002 125 3707 -61 2265.298984145997 2291.9585898511764 100 GTEX 1 100 100 0.5 0.002 125 3707 -62 2263.620527019845 2283.798984077947 100 GTEX 1 100 100 0.5 0.002 125 3707 -63 2263.9031147000355 2285.393985414686 100 GTEX 1 100 100 0.5 0.002 125 3707 -64 2262.6347220164866 2285.0129450228733 100 GTEX 1 100 100 0.5 0.002 125 3707 -65 2263.7710314241244 2283.783943901497 100 GTEX 1 100 100 0.5 0.002 125 3707 -66 2263.260851273255 2284.9976959808696 100 GTEX 1 100 100 0.5 0.002 125 3707 -67 2263.125525055786 2282.5813043978733 100 GTEX 1 100 100 0.5 0.002 125 3707 -68 2262.8666983677263 2283.29085038914 100 GTEX 1 100 100 0.5 0.002 125 3707 -69 2263.610838812206 2291.589077909636 100 GTEX 1 100 100 0.5 0.002 125 3707 -70 2262.7207084374504 2283.7904772160173 100 GTEX 1 100 100 0.5 0.002 125 3707 -71 2262.718810164791 2285.005437002436 100 GTEX 1 100 100 0.5 0.002 125 3707 -72 2261.8041554555048 2283.223077694273 100 GTEX 1 100 100 0.5 0.002 125 3707 -73 2263.0213983958256 2282.454908247683 100 GTEX 1 100 100 0.5 0.002 125 3707 -74 2261.56943006587 2285.6588380762832 100 GTEX 1 100 100 0.5 0.002 125 3707 -75 2261.6114159351646 2281.822312967859 100 GTEX 1 100 100 0.5 0.002 125 3707 -76 2261.1770019273363 2283.1777065262595 100 GTEX 1 100 100 0.5 0.002 125 3707 -77 2261.0334586126064 2283.929950206452 100 GTEX 1 100 100 0.5 0.002 125 3707 -78 2262.0441390622113 2284.5204001307034 100 GTEX 1 100 100 0.5 0.002 125 3707 -79 2261.543637680355 2281.779843638605 100 GTEX 1 100 100 0.5 0.002 125 3707 -80 2261.196159810064 2281.2561972730514 100 GTEX 1 100 100 0.5 0.002 125 3707 -81 2260.134656848708 2279.4638820401615 100 GTEX 1 100 100 0.5 0.002 125 3707 -82 2260.8983923699593 2280.4225582224335 100 GTEX 1 100 100 0.5 0.002 125 3707 -83 2259.938657985263 2284.6690186475166 100 GTEX 1 100 100 0.5 0.002 125 3707 -84 2260.688167434617 2286.053655240019 100 GTEX 1 100 100 0.5 0.002 125 3707 -85 2260.7130489153938 2281.2604015045745 100 GTEX 1 100 100 0.5 0.002 125 3707 -86 2262.3346586951716 2288.4188413438687 100 GTEX 1 100 100 0.5 0.002 125 3707 -87 2260.6634822566216 2281.1630367380585 100 GTEX 1 100 100 0.5 0.002 125 3707 -88 2260.0420268215826 2283.702920775903 100 GTEX 1 100 100 0.5 0.002 125 3707 -89 2259.6564349558003 2283.928877101652 100 GTEX 1 100 100 0.5 0.002 125 3707 -90 2260.362597284894 2285.966164708591 100 GTEX 1 100 100 0.5 0.002 125 3707 -91 2260.5025357151403 2285.3693281398528 100 GTEX 1 100 100 0.5 0.002 125 3707 -92 2259.9894379200446 2290.151775635694 100 GTEX 1 100 100 0.5 0.002 125 3707 -93 2259.5713411038837 2281.273814386288 100 GTEX 1 100 100 0.5 0.002 125 3707 -94 2260.2309863786704 2281.922329862761 100 GTEX 1 100 100 0.5 0.002 125 3707 -95 2259.3383396302206 2282.0515433771984 100 GTEX 1 100 100 0.5 0.002 125 3707 -96 2259.318752676856 2280.3663381134147 100 GTEX 1 100 100 0.5 0.002 125 3707 -97 2259.458600975964 2279.8909424756416 100 GTEX 1 100 100 0.5 0.002 125 3707 -98 2259.3426459902657 2285.4466965824026 100 GTEX 1 100 100 0.5 0.002 125 3707 -99 2259.961742826232 2282.8540001930846 100 GTEX 1 100 100 0.5 0.002 125 3707 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index b8e400148..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2816.484863874388 2709.116497779527 100 GTEX 1 100 100 0.0 0.002 125 5326 -1 2428.0611761940736 2416.7971887624763 100 GTEX 1 100 100 0.0 0.002 125 5326 -2 2381.1783758147135 2365.269798597909 100 GTEX 1 100 100 0.0 0.002 125 5326 -3 2357.079224445153 2373.3631977037785 100 GTEX 1 100 100 0.0 0.002 125 5326 -4 2341.291032413375 2354.5038041379516 100 GTEX 1 100 100 0.0 0.002 125 5326 -5 2332.6723861557334 2331.963068856939 100 GTEX 1 100 100 0.0 0.002 125 5326 -6 2324.45136784253 2316.836481478731 100 GTEX 1 100 100 0.0 0.002 125 5326 -7 2319.0100419497912 2338.585003638902 100 GTEX 1 100 100 0.0 0.002 125 5326 -8 2315.123526310762 2310.8568203422055 100 GTEX 1 100 100 0.0 0.002 125 5326 -9 2309.854935364498 2306.219256847077 100 GTEX 1 100 100 0.0 0.002 125 5326 -10 2306.759151959603 2300.093214375891 100 GTEX 1 100 100 0.0 0.002 125 5326 -11 2304.435940950514 2298.013493643061 100 GTEX 1 100 100 0.0 0.002 125 5326 -12 2301.9202131829643 2305.811003594344 100 GTEX 1 100 100 0.0 0.002 125 5326 -13 2299.035240269241 2296.078799867811 100 GTEX 1 100 100 0.0 0.002 125 5326 -14 2296.0982866006175 2293.425524113296 100 GTEX 1 100 100 0.0 0.002 125 5326 -15 2295.2660540190595 2291.726141055727 100 GTEX 1 100 100 0.0 0.002 125 5326 -16 2292.4125795526566 2286.6631295671937 100 GTEX 1 100 100 0.0 0.002 125 5326 -17 2291.3886529719603 2288.4747727542776 100 GTEX 1 100 100 0.0 0.002 125 5326 -18 2289.932754331246 2282.6141259951282 100 GTEX 1 100 100 0.0 0.002 125 5326 -19 2288.270888477945 2290.4905518506416 100 GTEX 1 100 100 0.0 0.002 125 5326 -20 2287.3428064726895 2280.0882313079255 100 GTEX 1 100 100 0.0 0.002 125 5326 -21 2285.6657626904644 2278.8524777952707 100 GTEX 1 100 100 0.0 0.002 125 5326 -22 2284.932994990411 2279.497903918132 100 GTEX 1 100 100 0.0 0.002 125 5326 -23 2284.356618276604 2277.6932776853614 100 GTEX 1 100 100 0.0 0.002 125 5326 -24 2283.4709817707644 2291.789009587393 100 GTEX 1 100 100 0.0 0.002 125 5326 -25 2283.1573439006056 2279.206351740732 100 GTEX 1 100 100 0.0 0.002 125 5326 -26 2282.3604884741485 2278.7544622965183 100 GTEX 1 100 100 0.0 0.002 125 5326 -27 2280.358383557481 2277.1258484582936 100 GTEX 1 100 100 0.0 0.002 125 5326 -28 2280.3760225693527 2278.642443522754 100 GTEX 1 100 100 0.0 0.002 125 5326 -29 2279.437280281174 2276.204956518833 100 GTEX 1 100 100 0.0 0.002 125 5326 -30 2277.9468052470093 2275.724784822065 100 GTEX 1 100 100 0.0 0.002 125 5326 -31 2277.2412141352856 2274.7130883510576 100 GTEX 1 100 100 0.0 0.002 125 5326 -32 2277.6366200054713 2272.1201376099098 100 GTEX 1 100 100 0.0 0.002 125 5326 -33 2276.777094838485 2272.5560001039685 100 GTEX 1 100 100 0.0 0.002 125 5326 -34 2275.247709018622 2270.396224453422 100 GTEX 1 100 100 0.0 0.002 125 5326 -35 2275.144770026597 2270.632291728553 100 GTEX 1 100 100 0.0 0.002 125 5326 -36 2274.7545350790906 2269.78036255347 100 GTEX 1 100 100 0.0 0.002 125 5326 -37 2273.915635526904 2269.2406660304778 100 GTEX 1 100 100 0.0 0.002 125 5326 -38 2274.3717762709443 2270.159275301509 100 GTEX 1 100 100 0.0 0.002 125 5326 -39 2272.8694230874767 2268.200548063213 100 GTEX 1 100 100 0.0 0.002 125 5326 -40 2273.2645113969083 2276.9402338180253 100 GTEX 1 100 100 0.0 0.002 125 5326 -41 2272.3468890650993 2271.6852563198076 100 GTEX 1 100 100 0.0 0.002 125 5326 -42 2273.10449035651 2268.3373587140563 100 GTEX 1 100 100 0.0 0.002 125 5326 -43 2271.706070805372 2268.007653762179 100 GTEX 1 100 100 0.0 0.002 125 5326 -44 2270.869039688441 2274.9179427578424 100 GTEX 1 100 100 0.0 0.002 125 5326 -45 2271.118817468121 2272.1843892956867 100 GTEX 1 100 100 0.0 0.002 125 5326 -46 2269.899381620448 2267.671245618465 100 GTEX 1 100 100 0.0 0.002 125 5326 -47 2269.5787345650106 2266.7017437024715 100 GTEX 1 100 100 0.0 0.002 125 5326 -48 2270.1773682543226 2265.990678098265 100 GTEX 1 100 100 0.0 0.002 125 5326 -49 2270.287940283518 2265.2601462244534 100 GTEX 1 100 100 0.0 0.002 125 5326 -50 2269.1027770654396 2266.322878297291 100 GTEX 1 100 100 0.0 0.002 125 5326 -51 2268.98773901901 2265.949261451402 100 GTEX 1 100 100 0.0 0.002 125 5326 -52 2268.1948284996565 2265.79810591433 100 GTEX 1 100 100 0.0 0.002 125 5326 -53 2268.1030114063988 2269.6185892199383 100 GTEX 1 100 100 0.0 0.002 125 5326 -54 2267.7625843183887 2264.3995533062025 100 GTEX 1 100 100 0.0 0.002 125 5326 -55 2267.1117915718332 2266.143032987761 100 GTEX 1 100 100 0.0 0.002 125 5326 -56 2267.6968134219937 2263.0265844076757 100 GTEX 1 100 100 0.0 0.002 125 5326 -57 2267.094776179756 2262.191360763724 100 GTEX 1 100 100 0.0 0.002 125 5326 -58 2267.5120670507586 2267.505256913914 100 GTEX 1 100 100 0.0 0.002 125 5326 -59 2266.5497647151783 2270.276808125891 100 GTEX 1 100 100 0.0 0.002 125 5326 -60 2267.0241810367593 2269.629391746376 100 GTEX 1 100 100 0.0 0.002 125 5326 -61 2266.601106867111 2267.0761579506297 100 GTEX 1 100 100 0.0 0.002 125 5326 -62 2266.9757469614847 2262.5107811757366 100 GTEX 1 100 100 0.0 0.002 125 5326 -63 2265.705651431246 2260.6032278546813 100 GTEX 1 100 100 0.0 0.002 125 5326 -64 2264.939184356267 2265.1954192535054 100 GTEX 1 100 100 0.0 0.002 125 5326 -65 2265.4245861291606 2260.8742239484313 100 GTEX 1 100 100 0.0 0.002 125 5326 -66 2266.4224231881553 2264.9033713685244 100 GTEX 1 100 100 0.0 0.002 125 5326 -67 2266.152612312424 2262.5313419008435 100 GTEX 1 100 100 0.0 0.002 125 5326 -68 2265.426321675788 2259.627351361989 100 GTEX 1 100 100 0.0 0.002 125 5326 -69 2265.921708973028 2266.052224743049 100 GTEX 1 100 100 0.0 0.002 125 5326 -70 2265.5880496374743 2260.779029527091 100 GTEX 1 100 100 0.0 0.002 125 5326 -71 2263.9272563318223 2268.530916743405 100 GTEX 1 100 100 0.0 0.002 125 5326 -72 2265.040839179436 2262.299684937916 100 GTEX 1 100 100 0.0 0.002 125 5326 -73 2264.576670523265 2258.7047532230276 100 GTEX 1 100 100 0.0 0.002 125 5326 -74 2264.146574944544 2260.1827350805015 100 GTEX 1 100 100 0.0 0.002 125 5326 -75 2263.1524643374682 2259.0944332224335 100 GTEX 1 100 100 0.0 0.002 125 5326 -76 2263.7132335359424 2259.2598463863474 100 GTEX 1 100 100 0.0 0.002 125 5326 -77 2264.2024205845387 2258.6192928647815 100 GTEX 1 100 100 0.0 0.002 125 5326 -78 2263.612467129857 2260.0948732325332 100 GTEX 1 100 100 0.0 0.002 125 5326 -79 2262.4609643201384 2257.4060346364067 100 GTEX 1 100 100 0.0 0.002 125 5326 -80 2263.9226563686275 2260.7888090764613 100 GTEX 1 100 100 0.0 0.002 125 5326 -81 2262.545488605155 2258.5436046295745 100 GTEX 1 100 100 0.0 0.002 125 5326 -82 2262.867351618616 2261.4009652373456 100 GTEX 1 100 100 0.0 0.002 125 5326 -83 2263.697388327133 2259.2537057390687 100 GTEX 1 100 100 0.0 0.002 125 5326 -84 2262.6213666706967 2258.2991994415397 100 GTEX 1 100 100 0.0 0.002 125 5326 -85 2262.8860778776357 2258.4065619058933 100 GTEX 1 100 100 0.0 0.002 125 5326 -86 2262.2488005208884 2257.4963416037904 100 GTEX 1 100 100 0.0 0.002 125 5326 -87 2263.442491588792 2260.9042764525902 100 GTEX 1 100 100 0.0 0.002 125 5326 -88 2264.2831560608147 2261.212699396982 100 GTEX 1 100 100 0.0 0.002 125 5326 -89 2262.362156532024 2258.787023972196 100 GTEX 1 100 100 0.0 0.002 125 5326 -90 2263.0028255789434 2261.264218638605 100 GTEX 1 100 100 0.0 0.002 125 5326 -91 2262.5171879693526 2258.583152625951 100 GTEX 1 100 100 0.0 0.002 125 5326 -92 2261.2634748243486 2261.3909953882485 100 GTEX 1 100 100 0.0 0.002 125 5326 -93 2262.9288703883803 2262.9202040755704 100 GTEX 1 100 100 0.0 0.002 125 5326 -94 2263.0095658665464 2261.90975708472 100 GTEX 1 100 100 0.0 0.002 125 5326 -95 2261.8301547429146 2257.0446916587453 100 GTEX 1 100 100 0.0 0.002 125 5326 -96 2261.8304715557992 2260.433535267645 100 GTEX 1 100 100 0.0 0.002 125 5326 -97 2261.427685144573 2259.891299867811 100 GTEX 1 100 100 0.0 0.002 125 5326 -98 2261.6745765615924 2260.7407959912666 100 GTEX 1 100 100 0.0 0.002 125 5326 -99 2261.9448210725413 2259.6934754114186 100 GTEX 1 100 100 0.0 0.002 125 5326 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index 315f332c8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2813.738204657874 2838.2313589814044 100 GTEX 1 100 100 1.0 0.002 125 8781 -1 2426.928707249731 2429.8639078466613 100 GTEX 1 100 100 1.0 0.002 125 8781 -2 2379.9477670584333 2374.892579981583 100 GTEX 1 100 100 1.0 0.002 125 8781 -3 2357.4441611681946 2352.326818894071 100 GTEX 1 100 100 1.0 0.002 125 8781 -4 2341.3082924102723 2347.9429063688212 100 GTEX 1 100 100 1.0 0.002 125 8781 -5 2332.214733271661 2329.0802303647815 100 GTEX 1 100 100 1.0 0.002 125 8781 -6 2325.2546733059576 2334.154629203303 100 GTEX 1 100 100 1.0 0.002 125 8781 -7 2318.3329615219727 2323.331011986098 100 GTEX 1 100 100 1.0 0.002 125 8781 -8 2314.2541200890264 2306.735184470057 100 GTEX 1 100 100 1.0 0.002 125 8781 -9 2310.5473170422997 2303.8674567044914 100 GTEX 1 100 100 1.0 0.002 125 8781 -10 2305.634613394926 2304.729351087215 100 GTEX 1 100 100 1.0 0.002 125 8781 -11 2303.7557302772957 2300.365343913379 100 GTEX 1 100 100 1.0 0.002 125 8781 -12 2300.9460003591835 2299.1723642095412 100 GTEX 1 100 100 1.0 0.002 125 8781 -13 2298.1538817302044 2297.740125764912 100 GTEX 1 100 100 1.0 0.002 125 8781 -14 2296.117164083956 2294.9859930118228 100 GTEX 1 100 100 1.0 0.002 125 8781 -15 2294.5709693097156 2291.5438840452707 100 GTEX 1 100 100 1.0 0.002 125 8781 -16 2292.8976259845053 2295.243426768952 100 GTEX 1 100 100 1.0 0.002 125 8781 -17 2292.2535324443215 2290.74775817639 100 GTEX 1 100 100 1.0 0.002 125 8781 -18 2290.343328975405 2287.572420649655 100 GTEX 1 100 100 1.0 0.002 125 8781 -19 2288.1270440813732 2292.1562964145674 100 GTEX 1 100 100 1.0 0.002 125 8781 -20 2286.9830815472496 2284.9576355676686 100 GTEX 1 100 100 1.0 0.002 125 8781 -21 2285.4244369937182 2284.4586696842325 100 GTEX 1 100 100 1.0 0.002 125 8781 -22 2284.4702929831915 2284.3651907453063 100 GTEX 1 100 100 1.0 0.002 125 8781 -23 2284.5927998192324 2281.8469841670626 100 GTEX 1 100 100 1.0 0.002 125 8781 -24 2282.630463339553 2282.5246099319747 100 GTEX 1 100 100 1.0 0.002 125 8781 -25 2282.4790643805045 2280.4375761198908 100 GTEX 1 100 100 1.0 0.002 125 8781 -26 2281.274299432197 2286.887129983068 100 GTEX 1 100 100 1.0 0.002 125 8781 -27 2280.8654910746704 2281.655671674489 100 GTEX 1 100 100 1.0 0.002 125 8781 -28 2279.9490754685685 2282.6675862939637 100 GTEX 1 100 100 1.0 0.002 125 8781 -29 2279.519231277068 2279.79582974394 100 GTEX 1 100 100 1.0 0.002 125 8781 -30 2277.891344063383 2275.782635938985 100 GTEX 1 100 100 1.0 0.002 125 8781 -31 2277.1343309840267 2280.239177979444 100 GTEX 1 100 100 1.0 0.002 125 8781 -32 2276.978371183082 2274.870197020556 100 GTEX 1 100 100 1.0 0.002 125 8781 -33 2275.783837704947 2274.8304902863592 100 GTEX 1 100 100 1.0 0.002 125 8781 -34 2275.639013857553 2273.405227951224 100 GTEX 1 100 100 1.0 0.002 125 8781 -35 2275.5375333910724 2274.4533069451045 100 GTEX 1 100 100 1.0 0.002 125 8781 -36 2274.2298251440448 2276.0182539211028 100 GTEX 1 100 100 1.0 0.002 125 8781 -37 2274.728671284957 2270.8233814312025 100 GTEX 1 100 100 1.0 0.002 125 8781 -38 2273.666309021841 2273.1151842472673 100 GTEX 1 100 100 1.0 0.002 125 8781 -39 2273.9707666938857 2276.0962211115734 100 GTEX 1 100 100 1.0 0.002 125 8781 -40 2272.487948112935 2270.2544678662666 100 GTEX 1 100 100 1.0 0.002 125 8781 -41 2272.2734231357526 2271.284548219166 100 GTEX 1 100 100 1.0 0.002 125 8781 -42 2272.596590768426 2270.7387546785885 100 GTEX 1 100 100 1.0 0.002 125 8781 -43 2270.9859582649765 2268.6403734330443 100 GTEX 1 100 100 1.0 0.002 125 8781 -44 2271.347560909566 2269.245130183579 100 GTEX 1 100 100 1.0 0.002 125 8781 -45 2270.6054703231043 2269.4473138961503 100 GTEX 1 100 100 1.0 0.002 125 8781 -46 2270.6021918448623 2269.7621763976354 100 GTEX 1 100 100 1.0 0.002 125 8781 -47 2270.0663137721 2270.231846334363 100 GTEX 1 100 100 1.0 0.002 125 8781 -48 2269.2409147812796 2265.61220164716 100 GTEX 1 100 100 1.0 0.002 125 8781 -49 2268.6197239630096 2267.4651482295626 100 GTEX 1 100 100 1.0 0.002 125 8781 -50 2269.1637137350467 2274.1757756802517 100 GTEX 1 100 100 1.0 0.002 125 8781 -51 2269.8314526313034 2268.0216366147815 100 GTEX 1 100 100 1.0 0.002 125 8781 -52 2268.449017650539 2270.2193858795745 100 GTEX 1 100 100 1.0 0.002 125 8781 -53 2268.455351793566 2273.9309035616684 100 GTEX 1 100 100 1.0 0.002 125 8781 -54 2268.5397316624526 2266.8590389585315 100 GTEX 1 100 100 1.0 0.002 125 8781 -55 2268.318470188591 2265.8278957120365 100 GTEX 1 100 100 1.0 0.002 125 8781 -56 2267.8416345100086 2264.646162257902 100 GTEX 1 100 100 1.0 0.002 125 8781 -57 2266.60678239522 2270.416325674311 100 GTEX 1 100 100 1.0 0.002 125 8781 -58 2266.949233655808 2266.6373908329374 100 GTEX 1 100 100 1.0 0.002 125 8781 -59 2267.9014483184187 2265.8526662384147 100 GTEX 1 100 100 1.0 0.002 125 8781 -60 2266.1691466698467 2265.681470747683 100 GTEX 1 100 100 1.0 0.002 125 8781 -61 2266.9977571143513 2265.318800313391 100 GTEX 1 100 100 1.0 0.002 125 8781 -62 2266.0491589926687 2263.829944451046 100 GTEX 1 100 100 1.0 0.002 125 8781 -63 2265.460870320711 2264.376189141219 100 GTEX 1 100 100 1.0 0.002 125 8781 -64 2264.7976470331564 2262.776343051925 100 GTEX 1 100 100 1.0 0.002 125 8781 -65 2265.3613422571498 2266.006844292122 100 GTEX 1 100 100 1.0 0.002 125 8781 -66 2265.4076491601995 2265.072612805965 100 GTEX 1 100 100 1.0 0.002 125 8781 -67 2264.607280991908 2262.9694963462453 100 GTEX 1 100 100 1.0 0.002 125 8781 -68 2264.898867266929 2264.7956682212453 100 GTEX 1 100 100 1.0 0.002 125 8781 -69 2264.794795794561 2269.2016211680134 100 GTEX 1 100 100 1.0 0.002 125 8781 -70 2265.3564440230703 2265.4290757560007 100 GTEX 1 100 100 1.0 0.002 125 8781 -71 2264.3652842759307 2269.764913928826 100 GTEX 1 100 100 1.0 0.002 125 8781 -72 2264.73038947586 2261.7526233513545 100 GTEX 1 100 100 1.0 0.002 125 8781 -73 2264.864731394251 2260.1721135708767 100 GTEX 1 100 100 1.0 0.002 125 8781 -74 2263.511571368182 2262.551057880822 100 GTEX 1 100 100 1.0 0.002 125 8781 -75 2263.806052593466 2264.577896640328 100 GTEX 1 100 100 1.0 0.002 125 8781 -76 2263.3919316565107 2264.0964448297887 100 GTEX 1 100 100 1.0 0.002 125 8781 -77 2263.660725249551 2268.934191569629 100 GTEX 1 100 100 1.0 0.002 125 8781 -78 2264.5000446400572 2264.4697144947127 100 GTEX 1 100 100 1.0 0.002 125 8781 -79 2263.1788140403014 2262.921914916528 100 GTEX 1 100 100 1.0 0.002 125 8781 -80 2263.098258104221 2262.7299544765924 100 GTEX 1 100 100 1.0 0.002 125 8781 -81 2262.9136126695444 2264.718617254337 100 GTEX 1 100 100 1.0 0.002 125 8781 -82 2263.837369592235 2264.265571159102 100 GTEX 1 100 100 1.0 0.002 125 8781 -83 2262.9395719330555 2260.9707597507722 100 GTEX 1 100 100 1.0 0.002 125 8781 -84 2263.633860883736 2269.7031305697483 100 GTEX 1 100 100 1.0 0.002 125 8781 -85 2262.703723759589 2260.76924255139 100 GTEX 1 100 100 1.0 0.002 125 8781 -86 2263.500014054784 2270.2023972195816 100 GTEX 1 100 100 1.0 0.002 125 8781 -87 2262.9707705879637 2260.751075889674 100 GTEX 1 100 100 1.0 0.002 125 8781 -88 2262.0490554514613 2259.736458085789 100 GTEX 1 100 100 1.0 0.002 125 8781 -89 2261.9439563293877 2260.4760835016637 100 GTEX 1 100 100 1.0 0.002 125 8781 -90 2261.9473850519817 2265.4931779868703 100 GTEX 1 100 100 1.0 0.002 125 8781 -91 2262.1456870948095 2259.7026719938212 100 GTEX 1 100 100 1.0 0.002 125 8781 -92 2261.848147213264 2262.0520195906606 100 GTEX 1 100 100 1.0 0.002 125 8781 -93 2261.5635756422803 2259.55739718245 100 GTEX 1 100 100 1.0 0.002 125 8781 -94 2262.299800612902 2260.826126388724 100 GTEX 1 100 100 1.0 0.002 125 8781 -95 2262.047894397356 2267.702761109791 100 GTEX 1 100 100 1.0 0.002 125 8781 -96 2262.414717813977 2261.8473415592325 100 GTEX 1 100 100 1.0 0.002 125 8781 -97 2261.4529219921833 2260.2402993553947 100 GTEX 1 100 100 1.0 0.002 125 8781 -98 2261.8522645429107 2260.062765491326 100 GTEX 1 100 100 1.0 0.002 125 8781 -99 2261.6947065711815 2267.1133759357176 100 GTEX 1 100 100 1.0 0.002 125 8781 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index c193efcfe..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2817.4665782135066 2695.3945061861336 100 GTEX 1 50 100 0.5 0.002 125 7485 -1 2429.809388580274 2445.9673269293608 100 GTEX 1 50 100 0.5 0.002 125 7485 -2 2383.1261684296437 2352.6616591536954 100 GTEX 1 50 100 0.5 0.002 125 7485 -3 2358.1432876981803 2330.4993242038972 100 GTEX 1 50 100 0.5 0.002 125 7485 -4 2344.0070472234556 2329.6459394679778 100 GTEX 1 50 100 0.5 0.002 125 7485 -5 2333.511862186163 2329.7657224705918 100 GTEX 1 50 100 0.5 0.002 125 7485 -6 2325.6512731880725 2303.0661129099335 100 GTEX 1 50 100 0.5 0.002 125 7485 -7 2319.8762926275153 2301.964109471542 100 GTEX 1 50 100 0.5 0.002 125 7485 -8 2315.2817373012836 2293.6522490642824 100 GTEX 1 50 100 0.5 0.002 125 7485 -9 2311.3737571186834 2297.749989788795 100 GTEX 1 50 100 0.5 0.002 125 7485 -10 2307.9193631650983 2293.8720341091375 100 GTEX 1 50 100 0.5 0.002 125 7485 -11 2305.495280816133 2288.3660689089234 100 GTEX 1 50 100 0.5 0.002 125 7485 -12 2301.830221329066 2281.8850710328543 100 GTEX 1 50 100 0.5 0.002 125 7485 -13 2300.0065801146416 2283.817847886466 100 GTEX 1 50 100 0.5 0.002 125 7485 -14 2298.136858446817 2287.7758399180134 100 GTEX 1 50 100 0.5 0.002 125 7485 -15 2296.4859374020034 2281.791471416053 100 GTEX 1 50 100 0.5 0.002 125 7485 -16 2294.3446514145353 2274.2764265981464 100 GTEX 1 50 100 0.5 0.002 125 7485 -17 2292.4629497324586 2278.43618646774 100 GTEX 1 50 100 0.5 0.002 125 7485 -18 2290.5648838718953 2271.2447050261408 100 GTEX 1 50 100 0.5 0.002 125 7485 -19 2290.627898251203 2271.485852839829 100 GTEX 1 50 100 0.5 0.002 125 7485 -20 2288.9397552641744 2276.9268292909337 100 GTEX 1 50 100 0.5 0.002 125 7485 -21 2287.207724782674 2267.0820052578424 100 GTEX 1 50 100 0.5 0.002 125 7485 -22 2286.2216255830285 2266.5533628282437 100 GTEX 1 50 100 0.5 0.002 125 7485 -23 2285.9439720604305 2267.508666528042 100 GTEX 1 50 100 0.5 0.002 125 7485 -24 2284.696603502834 2267.5021824129635 100 GTEX 1 50 100 0.5 0.002 125 7485 -25 2283.3630345563042 2268.6753347418608 100 GTEX 1 50 100 0.5 0.002 125 7485 -26 2282.859078456951 2264.8993992098385 100 GTEX 1 50 100 0.5 0.002 125 7485 -27 2281.8189433577245 2263.278675848087 100 GTEX 1 50 100 0.5 0.002 125 7485 -28 2280.986812460595 2261.7699805430134 100 GTEX 1 50 100 0.5 0.002 125 7485 -29 2279.5676015513595 2265.382502450689 100 GTEX 1 50 100 0.5 0.002 125 7485 -30 2279.62654741883 2260.252251106523 100 GTEX 1 50 100 0.5 0.002 125 7485 -31 2279.360957156067 2260.48794428024 100 GTEX 1 50 100 0.5 0.002 125 7485 -32 2279.0196527658577 2259.4622101874406 100 GTEX 1 50 100 0.5 0.002 125 7485 -33 2277.5439005177113 2257.05990728226 100 GTEX 1 50 100 0.5 0.002 125 7485 -34 2277.2177905869153 2259.0753206318323 100 GTEX 1 50 100 0.5 0.002 125 7485 -35 2276.7955809541118 2258.7370122757247 100 GTEX 1 50 100 0.5 0.002 125 7485 -36 2275.704824313652 2260.3953258673955 100 GTEX 1 50 100 0.5 0.002 125 7485 -37 2276.6015408633693 2260.2022561192966 100 GTEX 1 50 100 0.5 0.002 125 7485 -38 2275.5616265403014 2255.512222812203 100 GTEX 1 50 100 0.5 0.002 125 7485 -39 2274.138133512299 2255.2973010857295 100 GTEX 1 50 100 0.5 0.002 125 7485 -40 2274.254656801257 2260.9353333679896 100 GTEX 1 50 100 0.5 0.002 125 7485 -41 2273.80761370604 2260.0954292790516 100 GTEX 1 50 100 0.5 0.002 125 7485 -42 2273.804638888499 2255.966860927103 100 GTEX 1 50 100 0.5 0.002 125 7485 -43 2273.9357302834846 2255.425051612999 100 GTEX 1 50 100 0.5 0.002 125 7485 -44 2271.8706128700765 2258.6442806113355 100 GTEX 1 50 100 0.5 0.002 125 7485 -45 2271.895498528606 2253.9654155774715 100 GTEX 1 50 100 0.5 0.002 125 7485 -46 2273.2583435645283 2258.171856434173 100 GTEX 1 50 100 0.5 0.002 125 7485 -47 2271.63775073219 2256.0637457669914 100 GTEX 1 50 100 0.5 0.002 125 7485 -48 2271.281828850794 2251.718140112583 100 GTEX 1 50 100 0.5 0.002 125 7485 -49 2270.6903511612295 2254.6593412101947 100 GTEX 1 50 100 0.5 0.002 125 7485 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index d4ff96076..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2816.8831451470814 2652.9011035527565 100 GTEX 1 50 100 0.0 0.002 125 4939 -1 2428.4208679553813 2427.9043720665995 100 GTEX 1 50 100 0.0 0.002 125 4939 -2 2382.233320323847 2374.9068431781725 100 GTEX 1 50 100 0.0 0.002 125 4939 -3 2355.7002825295267 2353.865608476414 100 GTEX 1 50 100 0.0 0.002 125 4939 -4 2341.0247675467663 2351.8166782393655 100 GTEX 1 50 100 0.0 0.002 125 4939 -5 2332.786932052624 2330.6495663022815 100 GTEX 1 50 100 0.0 0.002 125 4939 -6 2323.726558786442 2324.275066651319 100 GTEX 1 50 100 0.0 0.002 125 4939 -7 2317.8401172380454 2319.679732057985 100 GTEX 1 50 100 0.0 0.002 125 4939 -8 2313.3853322520004 2313.5968393536123 100 GTEX 1 50 100 0.0 0.002 125 4939 -9 2309.656260495958 2310.6714516991447 100 GTEX 1 50 100 0.0 0.002 125 4939 -10 2306.3022174941984 2306.700198097374 100 GTEX 1 50 100 0.0 0.002 125 4939 -11 2304.2289423488746 2308.1677125415877 100 GTEX 1 50 100 0.0 0.002 125 4939 -12 2300.5849089219046 2300.7412833442254 100 GTEX 1 50 100 0.0 0.002 125 4939 -13 2298.0048917611425 2296.3556506951045 100 GTEX 1 50 100 0.0 0.002 125 4939 -14 2296.403349943595 2294.639715274477 100 GTEX 1 50 100 0.0 0.002 125 4939 -15 2294.217641193587 2295.9101265446766 100 GTEX 1 50 100 0.0 0.002 125 4939 -16 2292.2123546606385 2297.3669136540516 100 GTEX 1 50 100 0.0 0.002 125 4939 -17 2290.815027333847 2288.65707525101 100 GTEX 1 50 100 0.0 0.002 125 4939 -18 2289.1367692956455 2289.520021387833 100 GTEX 1 50 100 0.0 0.002 125 4939 -19 2287.9686247190075 2291.794589546697 100 GTEX 1 50 100 0.0 0.002 125 4939 -20 2287.147720551282 2285.6729351087215 100 GTEX 1 50 100 0.0 0.002 125 4939 -21 2285.5717950089374 2289.2537465838877 100 GTEX 1 50 100 0.0 0.002 125 4939 -22 2284.4138446637417 2284.6611959363117 100 GTEX 1 50 100 0.0 0.002 125 4939 -23 2283.451113721719 2281.951692646447 100 GTEX 1 50 100 0.0 0.002 125 4939 -24 2282.2188547532714 2281.990525858484 100 GTEX 1 50 100 0.0 0.002 125 4939 -25 2281.781476372283 2281.472088135694 100 GTEX 1 50 100 0.0 0.002 125 4939 -26 2280.2231746265397 2282.5110011807865 100 GTEX 1 50 100 0.0 0.002 125 4939 -27 2279.4120149629553 2281.7411515268536 100 GTEX 1 50 100 0.0 0.002 125 4939 -28 2279.7287726857107 2281.535524781666 100 GTEX 1 50 100 0.0 0.002 125 4939 -29 2278.8733857113443 2279.5723500995127 100 GTEX 1 50 100 0.0 0.002 125 4939 -30 2277.437702775719 2280.348202085314 100 GTEX 1 50 100 0.0 0.002 125 4939 -31 2276.782549538859 2281.9838560851354 100 GTEX 1 50 100 0.0 0.002 125 4939 -32 2277.805230633591 2276.0236992781606 100 GTEX 1 50 100 0.0 0.002 125 4939 -33 2275.0363370839577 2278.5850899699976 100 GTEX 1 50 100 0.0 0.002 125 4939 -34 2276.0444378230795 2282.7799615316067 100 GTEX 1 50 100 0.0 0.002 125 4939 -35 2275.3085370924578 2280.1675510188925 100 GTEX 1 50 100 0.0 0.002 125 4939 -36 2273.749737291587 2281.407791891932 100 GTEX 1 50 100 0.0 0.002 125 4939 -37 2273.865483157572 2273.783914196174 100 GTEX 1 50 100 0.0 0.002 125 4939 -38 2273.935754008992 2274.4682969938212 100 GTEX 1 50 100 0.0 0.002 125 4939 -39 2273.151832697421 2273.997205843037 100 GTEX 1 50 100 0.0 0.002 125 4939 -40 2272.433107892878 2275.2818301820935 100 GTEX 1 50 100 0.0 0.002 125 4939 -41 2272.1154875416332 2276.1664417107295 100 GTEX 1 50 100 0.0 0.002 125 4939 -42 2271.362519300184 2271.612567393952 100 GTEX 1 50 100 0.0 0.002 125 4939 -43 2270.876739647014 2283.0731242944985 100 GTEX 1 50 100 0.0 0.002 125 4939 -44 2270.9382859332086 2270.2682938376306 100 GTEX 1 50 100 0.0 0.002 125 4939 -45 2270.326529433864 2269.18622081452 100 GTEX 1 50 100 0.0 0.002 125 4939 -46 2271.439543385081 2274.843025932747 100 GTEX 1 50 100 0.0 0.002 125 4939 -47 2269.6059574954447 2272.691753430965 100 GTEX 1 50 100 0.0 0.002 125 4939 -48 2269.423789055279 2271.6959177459603 100 GTEX 1 50 100 0.0 0.002 125 4939 -49 2269.688938642538 2274.7758798345412 100 GTEX 1 50 100 0.0 0.002 125 4939 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index ed3393001..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2814.0698395887525 2878.62875493851 100 GTEX 1 50 100 1.0 0.002 125 5502 -1 2425.5880600560663 2424.1985540933933 100 GTEX 1 50 100 1.0 0.002 125 5502 -2 2381.3113358254745 2360.1036892154825 100 GTEX 1 50 100 1.0 0.002 125 5502 -3 2358.006042448233 2347.7416899358363 100 GTEX 1 50 100 1.0 0.002 125 5502 -4 2342.6262383683124 2327.910968504931 100 GTEX 1 50 100 1.0 0.002 125 5502 -5 2333.4015956486596 2320.94229369653 100 GTEX 1 50 100 1.0 0.002 125 5502 -6 2323.9613104288665 2335.417314304598 100 GTEX 1 50 100 1.0 0.002 125 5502 -7 2318.5591232672127 2318.2302552429896 100 GTEX 1 50 100 1.0 0.002 125 5502 -8 2313.3495740962026 2302.2854941480514 100 GTEX 1 50 100 1.0 0.002 125 5502 -9 2311.4243651209053 2312.9474837734674 100 GTEX 1 50 100 1.0 0.002 125 5502 -10 2307.1543830346945 2294.9477269858007 100 GTEX 1 50 100 1.0 0.002 125 5502 -11 2303.9367367607547 2291.530432175321 100 GTEX 1 50 100 1.0 0.002 125 5502 -12 2301.5200575178496 2286.5155386689044 100 GTEX 1 50 100 1.0 0.002 125 5502 -13 2298.7922267089793 2286.758038074798 100 GTEX 1 50 100 1.0 0.002 125 5502 -14 2297.525033685062 2286.2814291602303 100 GTEX 1 50 100 1.0 0.002 125 5502 -15 2295.1356275314083 2281.213136622208 100 GTEX 1 50 100 1.0 0.002 125 5502 -16 2293.1204045498093 2281.638793481167 100 GTEX 1 50 100 1.0 0.002 125 5502 -17 2291.937264060148 2281.348443441065 100 GTEX 1 50 100 1.0 0.002 125 5502 -18 2290.5349637381414 2276.906966640922 100 GTEX 1 50 100 1.0 0.002 125 5502 -19 2289.1579688871952 2278.5664016085434 100 GTEX 1 50 100 1.0 0.002 125 5502 -20 2287.821117104151 2276.0266122564162 100 GTEX 1 50 100 1.0 0.002 125 5502 -21 2286.779532324869 2273.0009134386883 100 GTEX 1 50 100 1.0 0.002 125 5502 -22 2285.563041586275 2272.6359269174786 100 GTEX 1 50 100 1.0 0.002 125 5502 -23 2284.0249137680976 2272.6714804761764 100 GTEX 1 50 100 1.0 0.002 125 5502 -24 2284.90179014624 2272.131811801925 100 GTEX 1 50 100 1.0 0.002 125 5502 -25 2282.9471594017787 2274.426790302697 100 GTEX 1 50 100 1.0 0.002 125 5502 -26 2282.8203855333 2274.0154959675024 100 GTEX 1 50 100 1.0 0.002 125 5502 -27 2280.313202893934 2268.680923984078 100 GTEX 1 50 100 1.0 0.002 125 5502 -28 2280.3670024410453 2269.5088753935956 100 GTEX 1 50 100 1.0 0.002 125 5502 -29 2279.327860563751 2269.1315166052755 100 GTEX 1 50 100 1.0 0.002 125 5502 -30 2279.204645959732 2266.0338594269842 100 GTEX 1 50 100 1.0 0.002 125 5502 -31 2277.6788838758152 2275.8118177058577 100 GTEX 1 50 100 1.0 0.002 125 5502 -32 2277.5678732857805 2270.1446500712927 100 GTEX 1 50 100 1.0 0.002 125 5502 -33 2277.0087324565347 2269.1811254233007 100 GTEX 1 50 100 1.0 0.002 125 5502 -34 2278.8310971613155 2268.9890656561906 100 GTEX 1 50 100 1.0 0.002 125 5502 -35 2275.419680983738 2266.7327142867753 100 GTEX 1 50 100 1.0 0.002 125 5502 -36 2274.7221824361513 2263.449374702947 100 GTEX 1 50 100 1.0 0.002 125 5502 -37 2275.0024744156512 2263.3966663201045 100 GTEX 1 50 100 1.0 0.002 125 5502 -38 2274.6252349340966 2265.694537376723 100 GTEX 1 50 100 1.0 0.002 125 5502 -39 2273.8276852786735 2262.5185695401615 100 GTEX 1 50 100 1.0 0.002 125 5502 -40 2272.898720142997 2261.886978671578 100 GTEX 1 50 100 1.0 0.002 125 5502 -41 2272.811194452399 2263.424981991148 100 GTEX 1 50 100 1.0 0.002 125 5502 -42 2273.953661041727 2267.2976909680965 100 GTEX 1 50 100 1.0 0.002 125 5502 -43 2272.5632375538053 2262.87246947778 100 GTEX 1 50 100 1.0 0.002 125 5502 -44 2271.718008087922 2265.1655756149003 100 GTEX 1 50 100 1.0 0.002 125 5502 -45 2271.5129646743703 2260.1687735786004 100 GTEX 1 50 100 1.0 0.002 125 5502 -46 2271.4128398627304 2258.736590831452 100 GTEX 1 50 100 1.0 0.002 125 5502 -47 2270.176070056471 2263.132714101117 100 GTEX 1 50 100 1.0 0.002 125 5502 -48 2270.500403230465 2261.318027974988 100 GTEX 1 50 100 1.0 0.002 125 5502 -49 2269.474117534924 2261.513061987583 100 GTEX 1 50 100 1.0 0.002 125 5502 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 5884e374c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2965.9924707877117 3369.6984180987106 150 GTEX 1 100 100 0.5 0.002 125 2122 -1 2467.3783480300813 2519.2668480238535 150 GTEX 1 100 100 0.5 0.002 125 2122 -2 2411.9674014628117 2432.9451166305253 150 GTEX 1 100 100 0.5 0.002 125 2122 -3 2381.4347305628266 2359.468837259387 150 GTEX 1 100 100 0.5 0.002 125 2122 -4 2362.3112581502273 2333.1748692037486 150 GTEX 1 100 100 0.5 0.002 125 2122 -5 2348.7390789170195 2332.366156632456 150 GTEX 1 100 100 0.5 0.002 125 2122 -6 2340.201077978727 2340.8187715363592 150 GTEX 1 100 100 0.5 0.002 125 2122 -7 2334.8983494835265 2310.088478233424 150 GTEX 1 100 100 0.5 0.002 125 2122 -8 2329.8345908195906 2302.610493126931 150 GTEX 1 100 100 0.5 0.002 125 2122 -9 2324.2750580810725 2294.7951014993764 150 GTEX 1 100 100 0.5 0.002 125 2122 -10 2320.4939213703688 2296.2751692275133 150 GTEX 1 100 100 0.5 0.002 125 2122 -11 2317.145165520484 2291.002805296459 150 GTEX 1 100 100 0.5 0.002 125 2122 -12 2313.859707105521 2290.8535917448908 150 GTEX 1 100 100 0.5 0.002 125 2122 -13 2311.958673416126 2287.123046875 150 GTEX 1 100 100 0.5 0.002 125 2122 -14 2309.747391225771 2286.5230652551686 150 GTEX 1 100 100 0.5 0.002 125 2122 -15 2306.617600143302 2280.069672443114 150 GTEX 1 100 100 0.5 0.002 125 2122 -16 2304.352333604767 2280.149075700303 150 GTEX 1 100 100 0.5 0.002 125 2122 -17 2303.4029834618773 2273.1347303499288 150 GTEX 1 100 100 0.5 0.002 125 2122 -18 2301.6439472672755 2274.2891571857176 150 GTEX 1 100 100 0.5 0.002 125 2122 -19 2298.720055521813 2274.465687566837 150 GTEX 1 100 100 0.5 0.002 125 2122 -20 2297.674787280199 2271.277677006595 150 GTEX 1 100 100 0.5 0.002 125 2122 -21 2296.9655886793435 2272.3331024982176 150 GTEX 1 100 100 0.5 0.002 125 2122 -22 2295.063178807387 2270.115669743643 150 GTEX 1 100 100 0.5 0.002 125 2122 -23 2293.6348730344966 2265.700667812797 150 GTEX 1 100 100 0.5 0.002 125 2122 -24 2292.3804410839957 2266.3413206615373 150 GTEX 1 100 100 0.5 0.002 125 2122 -25 2290.725824688309 2265.394415677727 150 GTEX 1 100 100 0.5 0.002 125 2122 -26 2289.9054486452114 2263.81526120262 150 GTEX 1 100 100 0.5 0.002 125 2122 -27 2288.9876284375164 2265.7546590942848 150 GTEX 1 100 100 0.5 0.002 125 2122 -28 2288.425980982665 2261.256369006951 150 GTEX 1 100 100 0.5 0.002 125 2122 -29 2287.039900448804 2261.204692419944 150 GTEX 1 100 100 0.5 0.002 125 2122 -30 2286.2059723445172 2262.039023047618 150 GTEX 1 100 100 0.5 0.002 125 2122 -31 2285.3209114916867 2270.7855995091195 150 GTEX 1 100 100 0.5 0.002 125 2122 -32 2285.066306499716 2261.5051134929004 150 GTEX 1 100 100 0.5 0.002 125 2122 -33 2284.835055710585 2258.6718643246495 150 GTEX 1 100 100 0.5 0.002 125 2122 -34 2283.8151297403565 2258.6446036567254 150 GTEX 1 100 100 0.5 0.002 125 2122 -35 2284.310063132543 2265.661766835492 150 GTEX 1 100 100 0.5 0.002 125 2122 -36 2282.696508136611 2260.320802637833 150 GTEX 1 100 100 0.5 0.002 125 2122 -37 2281.205710796591 2256.3454353129455 150 GTEX 1 100 100 0.5 0.002 125 2122 -38 2280.962841575093 2254.4059747616147 150 GTEX 1 100 100 0.5 0.002 125 2122 -39 2280.4882914622835 2257.2724005985624 150 GTEX 1 100 100 0.5 0.002 125 2122 -40 2280.13110122044 2257.6574247527033 150 GTEX 1 100 100 0.5 0.002 125 2122 -41 2278.910364209227 2270.948100623069 150 GTEX 1 100 100 0.5 0.002 125 2122 -42 2279.6973327785004 2256.015326554331 150 GTEX 1 100 100 0.5 0.002 125 2122 -43 2278.134300734005 2253.542622033181 150 GTEX 1 100 100 0.5 0.002 125 2122 -44 2278.119919595288 2253.209148682569 150 GTEX 1 100 100 0.5 0.002 125 2122 -45 2277.1459365220967 2252.454381442342 150 GTEX 1 100 100 0.5 0.002 125 2122 -46 2277.1844998580596 2257.3514353240853 150 GTEX 1 100 100 0.5 0.002 125 2122 -47 2276.9802474580697 2251.3027353032912 150 GTEX 1 100 100 0.5 0.002 125 2122 -48 2277.182119235527 2252.6959228515625 150 GTEX 1 100 100 0.5 0.002 125 2122 -49 2275.9129777801345 2252.921366760486 150 GTEX 1 100 100 0.5 0.002 125 2122 -50 2274.7953982677077 2251.121082610504 150 GTEX 1 100 100 0.5 0.002 125 2122 -51 2274.423905980767 2252.401412673776 150 GTEX 1 100 100 0.5 0.002 125 2122 -52 2274.493193590441 2249.039646859405 150 GTEX 1 100 100 0.5 0.002 125 2122 -53 2274.0367318815524 2259.100998563005 150 GTEX 1 100 100 0.5 0.002 125 2122 -54 2276.110680624967 2254.846113429777 150 GTEX 1 100 100 0.5 0.002 125 2122 -55 2274.1147559965702 2248.101861409815 150 GTEX 1 100 100 0.5 0.002 125 2122 -56 2272.4407879684445 2252.651088700095 150 GTEX 1 100 100 0.5 0.002 125 2122 -57 2273.7852067956455 2249.844820784072 150 GTEX 1 100 100 0.5 0.002 125 2122 -58 2273.2572676127847 2248.636147386674 150 GTEX 1 100 100 0.5 0.002 125 2122 -59 2272.885922578719 2250.4106765573015 150 GTEX 1 100 100 0.5 0.002 125 2122 -60 2271.4431602612613 2248.1423516219106 150 GTEX 1 100 100 0.5 0.002 125 2122 -61 2272.0223914888147 2248.7223429516694 150 GTEX 1 100 100 0.5 0.002 125 2122 -62 2271.392093402576 2248.7957494467382 150 GTEX 1 100 100 0.5 0.002 125 2122 -63 2271.485601943965 2250.606045218928 150 GTEX 1 100 100 0.5 0.002 125 2122 -64 2271.025489550049 2245.7512647969643 150 GTEX 1 100 100 0.5 0.002 125 2122 -65 2270.414277757399 2244.5858242484555 150 GTEX 1 100 100 0.5 0.002 125 2122 -66 2270.36238726258 2249.909038123069 150 GTEX 1 100 100 0.5 0.002 125 2122 -67 2270.159511122518 2249.4129555125655 150 GTEX 1 100 100 0.5 0.002 125 2122 -68 2271.2469754362605 2245.9245011362286 150 GTEX 1 100 100 0.5 0.002 125 2122 -69 2269.5630827190835 2245.797417122148 150 GTEX 1 100 100 0.5 0.002 125 2122 -70 2269.5255227141815 2243.6310380710847 150 GTEX 1 100 100 0.5 0.002 125 2122 -71 2268.9840610496494 2247.321007790221 150 GTEX 1 100 100 0.5 0.002 125 2122 -72 2269.05390195362 2247.328149135575 150 GTEX 1 100 100 0.5 0.002 125 2122 -73 2268.597750816776 2244.388540521774 150 GTEX 1 100 100 0.5 0.002 125 2122 -74 2268.4784838792402 2248.047333111781 150 GTEX 1 100 100 0.5 0.002 125 2122 -75 2268.588233690674 2246.1690771298718 150 GTEX 1 100 100 0.5 0.002 125 2122 -76 2268.2273817778614 2242.7535228656725 150 GTEX 1 100 100 0.5 0.002 125 2122 -77 2267.85755509888 2258.7931284161123 150 GTEX 1 100 100 0.5 0.002 125 2122 -78 2267.078583314903 2246.073711902923 150 GTEX 1 100 100 0.5 0.002 125 2122 -79 2267.7805807086047 2246.0156240717088 150 GTEX 1 100 100 0.5 0.002 125 2122 -80 2267.646686660736 2242.9422041164153 150 GTEX 1 100 100 0.5 0.002 125 2122 -81 2267.011355595011 2243.4311328496315 150 GTEX 1 100 100 0.5 0.002 125 2122 -82 2267.0481543463893 2243.4657827167002 150 GTEX 1 100 100 0.5 0.002 125 2122 -83 2267.442832617167 2250.6499696448727 150 GTEX 1 100 100 0.5 0.002 125 2122 -84 2266.86062074385 2247.1914911886583 150 GTEX 1 100 100 0.5 0.002 125 2122 -85 2266.623562053754 2242.195619300291 150 GTEX 1 100 100 0.5 0.002 125 2122 -86 2267.4359228984977 2246.6193629507784 150 GTEX 1 100 100 0.5 0.002 125 2122 -87 2266.6194090842696 2244.8505641226534 150 GTEX 1 100 100 0.5 0.002 125 2122 -88 2265.8841535842844 2252.365194458472 150 GTEX 1 100 100 0.5 0.002 125 2122 -89 2270.6417158317627 2245.860178436163 150 GTEX 1 100 100 0.5 0.002 125 2122 -90 2265.803801507044 2243.4035440307152 150 GTEX 1 100 100 0.5 0.002 125 2122 -91 2265.5934423291724 2248.1595375438155 150 GTEX 1 100 100 0.5 0.002 125 2122 -92 2265.9140325594417 2239.8306513449083 150 GTEX 1 100 100 0.5 0.002 125 2122 -93 2265.074178365061 2244.3983669498575 150 GTEX 1 100 100 0.5 0.002 125 2122 -94 2264.8851992344294 2239.8644768892586 150 GTEX 1 100 100 0.5 0.002 125 2122 -95 2264.942235559625 2251.4339469648585 150 GTEX 1 100 100 0.5 0.002 125 2122 -96 2265.2765998006234 2242.8522253000237 150 GTEX 1 100 100 0.5 0.002 125 2122 -97 2264.294266664177 2239.227404460254 150 GTEX 1 100 100 0.5 0.002 125 2122 -98 2263.9617964665085 2246.3523585098324 150 GTEX 1 100 100 0.5 0.002 125 2122 -99 2264.2406507318597 2241.806150487167 150 GTEX 1 100 100 0.5 0.002 125 2122 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index 3fe482739..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2967.486955587295 3087.799491853315 150 GTEX 1 100 100 0.0 0.002 125 8439 -1 2456.309723238866 2509.590393762625 150 GTEX 1 100 100 0.0 0.002 125 8439 -2 2406.544834090624 2430.4788809076463 150 GTEX 1 100 100 0.0 0.002 125 8439 -3 2379.906123739041 2382.7516040874525 150 GTEX 1 100 100 0.0 0.002 125 8439 -4 2360.72079872332 2372.6402091254754 150 GTEX 1 100 100 0.0 0.002 125 8439 -5 2347.0235633999187 2347.0917704186963 150 GTEX 1 100 100 0.0 0.002 125 8439 -6 2338.3593217207635 2336.062239614276 150 GTEX 1 100 100 0.0 0.002 125 8439 -7 2332.593473391534 2325.106997645853 150 GTEX 1 100 100 0.0 0.002 125 8439 -8 2327.1804726337623 2324.4922724386583 150 GTEX 1 100 100 0.0 0.002 125 8439 -9 2323.1357894322055 2318.301199445253 150 GTEX 1 100 100 0.0 0.002 125 8439 -10 2318.732967922702 2312.000939430846 150 GTEX 1 100 100 0.0 0.002 125 8439 -11 2314.4194280749907 2309.5359378713165 150 GTEX 1 100 100 0.0 0.002 125 8439 -12 2311.792238597521 2306.8059346594287 150 GTEX 1 100 100 0.0 0.002 125 8439 -13 2309.128480196629 2300.987900186401 150 GTEX 1 100 100 0.0 0.002 125 8439 -14 2306.921337230437 2299.6597524432627 150 GTEX 1 100 100 0.0 0.002 125 8439 -15 2303.702963021837 2300.649313807034 150 GTEX 1 100 100 0.0 0.002 125 8439 -16 2302.459880038679 2300.715207640209 150 GTEX 1 100 100 0.0 0.002 125 8439 -17 2299.743799261373 2295.606082814728 150 GTEX 1 100 100 0.0 0.002 125 8439 -18 2298.399876684098 2296.297997304242 150 GTEX 1 100 100 0.0 0.002 125 8439 -19 2295.803795962496 2311.5002933400665 150 GTEX 1 100 100 0.0 0.002 125 8439 -20 2294.8155887515513 2299.375633094701 150 GTEX 1 100 100 0.0 0.002 125 8439 -21 2292.8102308873504 2288.743588291647 150 GTEX 1 100 100 0.0 0.002 125 8439 -22 2293.112753409046 2288.789642217948 150 GTEX 1 100 100 0.0 0.002 125 8439 -23 2291.885037127324 2286.306038163914 150 GTEX 1 100 100 0.0 0.002 125 8439 -24 2289.3661169638613 2288.2894226770436 150 GTEX 1 100 100 0.0 0.002 125 8439 -25 2288.5365116469548 2284.2562613251544 150 GTEX 1 100 100 0.0 0.002 125 8439 -26 2287.816157338485 2282.2771891894904 150 GTEX 1 100 100 0.0 0.002 125 8439 -27 2286.662221761695 2281.6186959734437 150 GTEX 1 100 100 0.0 0.002 125 8439 -28 2286.275505513189 2280.582495395675 150 GTEX 1 100 100 0.0 0.002 125 8439 -29 2285.0073658673305 2284.014963592413 150 GTEX 1 100 100 0.0 0.002 125 8439 -30 2284.045837808514 2278.6729940552223 150 GTEX 1 100 100 0.0 0.002 125 8439 -31 2283.4637792483923 2282.712164237019 150 GTEX 1 100 100 0.0 0.002 125 8439 -32 2283.042187071909 2279.8240785780063 150 GTEX 1 100 100 0.0 0.002 125 8439 -33 2281.6589311112366 2278.7595869289153 150 GTEX 1 100 100 0.0 0.002 125 8439 -34 2280.8738292751714 2276.1467057724867 150 GTEX 1 100 100 0.0 0.002 125 8439 -35 2281.4861521436305 2284.2896097277508 150 GTEX 1 100 100 0.0 0.002 125 8439 -36 2280.365969710986 2277.3208133131834 150 GTEX 1 100 100 0.0 0.002 125 8439 -37 2279.309731259119 2274.9453403487405 150 GTEX 1 100 100 0.0 0.002 125 8439 -38 2280.4025757699856 2278.8443789173893 150 GTEX 1 100 100 0.0 0.002 125 8439 -39 2278.668811598637 2278.7978905507366 150 GTEX 1 100 100 0.0 0.002 125 8439 -40 2277.294223236184 2278.175961338522 150 GTEX 1 100 100 0.0 0.002 125 8439 -41 2278.102493081436 2271.7763876099098 150 GTEX 1 100 100 0.0 0.002 125 8439 -42 2276.9426985938408 2274.1785229585016 150 GTEX 1 100 100 0.0 0.002 125 8439 -43 2275.586469879747 2270.0968170746196 150 GTEX 1 100 100 0.0 0.002 125 8439 -44 2275.01915306026 2273.970221805935 150 GTEX 1 100 100 0.0 0.002 125 8439 -45 2275.9740113117027 2273.217835168875 150 GTEX 1 100 100 0.0 0.002 125 8439 -46 2274.713572991213 2271.759628702026 150 GTEX 1 100 100 0.0 0.002 125 8439 -47 2274.431166862729 2271.101098354325 150 GTEX 1 100 100 0.0 0.002 125 8439 -48 2273.6170114670535 2271.120621713849 150 GTEX 1 100 100 0.0 0.002 125 8439 -49 2274.0267029550014 2273.0962568507903 150 GTEX 1 100 100 0.0 0.002 125 8439 -50 2272.8651117760214 2274.3481306068797 150 GTEX 1 100 100 0.0 0.002 125 8439 -51 2272.886295017602 2268.4997605008316 150 GTEX 1 100 100 0.0 0.002 125 8439 -52 2272.3293967387535 2266.7754245076344 150 GTEX 1 100 100 0.0 0.002 125 8439 -53 2272.329936261941 2268.3414975010396 150 GTEX 1 100 100 0.0 0.002 125 8439 -54 2271.6056327138845 2265.683996628446 150 GTEX 1 100 100 0.0 0.002 125 8439 -55 2271.0371881591564 2266.7478380094462 150 GTEX 1 100 100 0.0 0.002 125 8439 -56 2270.7420676861893 2269.686167901913 150 GTEX 1 100 100 0.0 0.002 125 8439 -57 2270.635554137068 2273.2910573981108 150 GTEX 1 100 100 0.0 0.002 125 8439 -58 2269.3920301431535 2266.4089675729265 150 GTEX 1 100 100 0.0 0.002 125 8439 -59 2270.1932206065726 2266.44798783567 150 GTEX 1 100 100 0.0 0.002 125 8439 -60 2269.8737869431934 2266.5757165480927 150 GTEX 1 100 100 0.0 0.002 125 8439 -61 2269.486908394167 2266.614184941629 150 GTEX 1 100 100 0.0 0.002 125 8439 -62 2268.7609243581323 2265.0292518528695 150 GTEX 1 100 100 0.0 0.002 125 8439 -63 2269.620284942308 2266.8897974282618 150 GTEX 1 100 100 0.0 0.002 125 8439 -64 2268.666406322208 2268.020318441065 150 GTEX 1 100 100 0.0 0.002 125 8439 -65 2269.579031417523 2270.7263717361275 150 GTEX 1 100 100 0.0 0.002 125 8439 -66 2268.058346540532 2276.6010129515207 150 GTEX 1 100 100 0.0 0.002 125 8439 -67 2267.931484217174 2264.3923771499226 150 GTEX 1 100 100 0.0 0.002 125 8439 -68 2267.3480128288975 2262.7689584942373 150 GTEX 1 100 100 0.0 0.002 125 8439 -69 2267.194945915128 2264.1539849691067 150 GTEX 1 100 100 0.0 0.002 125 8439 -70 2267.621924400632 2264.2784609486393 150 GTEX 1 100 100 0.0 0.002 125 8439 -71 2266.467520012981 2287.1802124487585 150 GTEX 1 100 100 0.0 0.002 125 8439 -72 2267.9866207739715 2265.0093154036954 150 GTEX 1 100 100 0.0 0.002 125 8439 -73 2267.2259708064857 2262.03021866831 150 GTEX 1 100 100 0.0 0.002 125 8439 -74 2266.088152559755 2265.364992090958 150 GTEX 1 100 100 0.0 0.002 125 8439 -75 2267.33995054057 2261.770485533508 150 GTEX 1 100 100 0.0 0.002 125 8439 -76 2266.6108337834303 2262.2541062967857 150 GTEX 1 100 100 0.0 0.002 125 8439 -77 2265.578365401279 2261.6677668466314 150 GTEX 1 100 100 0.0 0.002 125 8439 -78 2265.203490372808 2263.8465028479977 150 GTEX 1 100 100 0.0 0.002 125 8439 -79 2265.658958060318 2260.5035460729564 150 GTEX 1 100 100 0.0 0.002 125 8439 -80 2264.751743283206 2261.9299423159755 150 GTEX 1 100 100 0.0 0.002 125 8439 -81 2265.6295840000544 2273.096643948283 150 GTEX 1 100 100 0.0 0.002 125 8439 -82 2267.635402035937 2264.8259625453006 150 GTEX 1 100 100 0.0 0.002 125 8439 -83 2264.8699734934507 2266.398668644546 150 GTEX 1 100 100 0.0 0.002 125 8439 -84 2264.9556519212297 2263.213800350523 150 GTEX 1 100 100 0.0 0.002 125 8439 -85 2264.1143744027363 2263.4722310925617 150 GTEX 1 100 100 0.0 0.002 125 8439 -86 2264.052914792008 2261.0842289797706 150 GTEX 1 100 100 0.0 0.002 125 8439 -87 2264.0284301461243 2261.2421262327707 150 GTEX 1 100 100 0.0 0.002 125 8439 -88 2265.082038445018 2261.321449192758 150 GTEX 1 100 100 0.0 0.002 125 8439 -89 2263.9807815140753 2260.2854370581335 150 GTEX 1 100 100 0.0 0.002 125 8439 -90 2264.9366600396856 2262.9345568522754 150 GTEX 1 100 100 0.0 0.002 125 8439 -91 2263.52890713197 2259.346574326432 150 GTEX 1 100 100 0.0 0.002 125 8439 -92 2263.3297507645802 2260.683625311906 150 GTEX 1 100 100 0.0 0.002 125 8439 -93 2263.0210396248976 2258.830961858365 150 GTEX 1 100 100 0.0 0.002 125 8439 -94 2262.50057415727 2260.133663279022 150 GTEX 1 100 100 0.0 0.002 125 8439 -95 2263.3371926308987 2261.8782968267287 150 GTEX 1 100 100 0.0 0.002 125 8439 -96 2263.013375383528 2260.5941589123395 150 GTEX 1 100 100 0.0 0.002 125 8439 -97 2263.319836236235 2261.4566223376605 150 GTEX 1 100 100 0.0 0.002 125 8439 -98 2262.703864462161 2259.4849143372744 150 GTEX 1 100 100 0.0 0.002 125 8439 -99 2262.2705596217866 2261.88653309173 150 GTEX 1 100 100 0.0 0.002 125 8439 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index fb479fd10..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2963.223944777129 3722.5149835506772 150 GTEX 1 100 100 1.0 0.002 125 8495 -1 2462.8515811709426 2509.3477258718513 150 GTEX 1 100 100 1.0 0.002 125 8495 -2 2406.714441086884 2519.41822310183 150 GTEX 1 100 100 1.0 0.002 125 8495 -3 2377.335592861222 2415.7198959756715 150 GTEX 1 100 100 1.0 0.002 125 8495 -4 2359.012324756184 2381.682064854147 150 GTEX 1 100 100 1.0 0.002 125 8495 -5 2345.470238440314 2375.7141605275665 150 GTEX 1 100 100 1.0 0.002 125 8495 -6 2335.991240336498 2377.1836619794144 150 GTEX 1 100 100 1.0 0.002 125 8495 -7 2329.1571314283747 2359.8556627628923 150 GTEX 1 100 100 1.0 0.002 125 8495 -8 2324.1172165379576 2353.1131480401914 150 GTEX 1 100 100 1.0 0.002 125 8495 -9 2319.0130688860813 2347.940919825333 150 GTEX 1 100 100 1.0 0.002 125 8495 -10 2315.2786228642917 2345.161819748099 150 GTEX 1 100 100 1.0 0.002 125 8495 -11 2312.3269306012417 2336.6079523935064 150 GTEX 1 100 100 1.0 0.002 125 8495 -12 2309.3741601686284 2335.760853582462 150 GTEX 1 100 100 1.0 0.002 125 8495 -13 2305.9235977554845 2331.1383845688274 150 GTEX 1 100 100 1.0 0.002 125 8495 -14 2303.7100814991795 2329.47225708472 150 GTEX 1 100 100 1.0 0.002 125 8495 -15 2301.1530530395057 2327.5939389072896 150 GTEX 1 100 100 1.0 0.002 125 8495 -16 2299.169907433387 2323.9635599230633 150 GTEX 1 100 100 1.0 0.002 125 8495 -17 2296.936488055548 2323.100065166053 150 GTEX 1 100 100 1.0 0.002 125 8495 -18 2295.1716567769126 2323.8515374361336 150 GTEX 1 100 100 1.0 0.002 125 8495 -19 2293.503927989785 2319.2500464145674 150 GTEX 1 100 100 1.0 0.002 125 8495 -20 2291.3363867631065 2329.819474717057 150 GTEX 1 100 100 1.0 0.002 125 8495 -21 2291.257663648232 2316.210757411478 150 GTEX 1 100 100 1.0 0.002 125 8495 -22 2288.7781133590283 2316.1569587504455 150 GTEX 1 100 100 1.0 0.002 125 8495 -23 2287.7004864915216 2312.9256044104977 150 GTEX 1 100 100 1.0 0.002 125 8495 -24 2286.913317931697 2314.3658071307627 150 GTEX 1 100 100 1.0 0.002 125 8495 -25 2286.07106483067 2310.854785991712 150 GTEX 1 100 100 1.0 0.002 125 8495 -26 2284.582523347962 2313.6441984575513 150 GTEX 1 100 100 1.0 0.002 125 8495 -27 2285.032570195523 2309.835684540607 150 GTEX 1 100 100 1.0 0.002 125 8495 -28 2283.8572368160453 2313.5193451275845 150 GTEX 1 100 100 1.0 0.002 125 8495 -29 2282.0101774946443 2309.1102670879873 150 GTEX 1 100 100 1.0 0.002 125 8495 -30 2281.8689832887844 2306.6134501990255 150 GTEX 1 100 100 1.0 0.002 125 8495 -31 2280.7450597562997 2308.433228003208 150 GTEX 1 100 100 1.0 0.002 125 8495 -32 2279.9554940692424 2308.41643521269 150 GTEX 1 100 100 1.0 0.002 125 8495 -33 2278.903228324583 2305.6311030514794 150 GTEX 1 100 100 1.0 0.002 125 8495 -34 2278.4787374069133 2306.108849587096 150 GTEX 1 100 100 1.0 0.002 125 8495 -35 2278.165429321302 2304.334306492098 150 GTEX 1 100 100 1.0 0.002 125 8495 -36 2277.4335677808854 2304.743712218542 150 GTEX 1 100 100 1.0 0.002 125 8495 -37 2276.5326947028575 2303.249854258258 150 GTEX 1 100 100 1.0 0.002 125 8495 -38 2276.4972309754444 2306.0757499665815 150 GTEX 1 100 100 1.0 0.002 125 8495 -39 2275.494766049996 2302.2356091633496 150 GTEX 1 100 100 1.0 0.002 125 8495 -40 2275.67526068143 2307.4997837081155 150 GTEX 1 100 100 1.0 0.002 125 8495 -41 2274.2786059727623 2300.4908020251605 150 GTEX 1 100 100 1.0 0.002 125 8495 -42 2274.8995771237837 2301.4270246962633 150 GTEX 1 100 100 1.0 0.002 125 8495 -43 2273.870527019845 2299.0917277172944 150 GTEX 1 100 100 1.0 0.002 125 8495 -44 2272.098800232056 2298.837676653844 150 GTEX 1 100 100 1.0 0.002 125 8495 -45 2272.0639988589064 2300.8329702167002 150 GTEX 1 100 100 1.0 0.002 125 8495 -46 2271.5997240310917 2299.3539092205324 150 GTEX 1 100 100 1.0 0.002 125 8495 -47 2271.1200511429092 2300.573251006268 150 GTEX 1 100 100 1.0 0.002 125 8495 -48 2270.907591110073 2303.2540403881 150 GTEX 1 100 100 1.0 0.002 125 8495 -49 2270.7469657139604 2302.8113670204075 150 GTEX 1 100 100 1.0 0.002 125 8495 -50 2270.7552816073267 2298.034186649685 150 GTEX 1 100 100 1.0 0.002 125 8495 -51 2270.4711026934847 2301.8599913854564 150 GTEX 1 100 100 1.0 0.002 125 8495 -52 2269.3256032364893 2299.5443514399653 150 GTEX 1 100 100 1.0 0.002 125 8495 -53 2269.306997281263 2295.849749082848 150 GTEX 1 100 100 1.0 0.002 125 8495 -54 2268.1308941380257 2297.822255413795 150 GTEX 1 100 100 1.0 0.002 125 8495 -55 2268.2511649223948 2294.90475080947 150 GTEX 1 100 100 1.0 0.002 125 8495 -56 2267.715522170558 2294.780439601652 150 GTEX 1 100 100 1.0 0.002 125 8495 -57 2267.7422580833836 2298.8052676820935 150 GTEX 1 100 100 1.0 0.002 125 8495 -58 2267.2105250630066 2298.1069312730215 150 GTEX 1 100 100 1.0 0.002 125 8495 -59 2266.6427102399703 2295.5927855052873 150 GTEX 1 100 100 1.0 0.002 125 8495 -60 2267.35856724964 2307.0074430400427 150 GTEX 1 100 100 1.0 0.002 125 8495 -61 2266.8914773388396 2295.52955122683 150 GTEX 1 100 100 1.0 0.002 125 8495 -62 2266.3929588678106 2302.3024855929184 150 GTEX 1 100 100 1.0 0.002 125 8495 -63 2266.151909650587 2291.933819324798 150 GTEX 1 100 100 1.0 0.002 125 8495 -64 2264.5743570542327 2294.8176789374406 150 GTEX 1 100 100 1.0 0.002 125 8495 -65 2265.940667587285 2293.2169221943323 150 GTEX 1 100 100 1.0 0.002 125 8495 -66 2265.147041486009 2298.105201402091 150 GTEX 1 100 100 1.0 0.002 125 8495 -67 2265.3881527248022 2292.7249013226296 150 GTEX 1 100 100 1.0 0.002 125 8495 -68 2264.7029256025867 2300.0060473539984 150 GTEX 1 100 100 1.0 0.002 125 8495 -69 2264.4492581807613 2297.6041046258615 150 GTEX 1 100 100 1.0 0.002 125 8495 -70 2264.311553635944 2301.505923427103 150 GTEX 1 100 100 1.0 0.002 125 8495 -71 2263.8307268886742 2296.405226094641 150 GTEX 1 100 100 1.0 0.002 125 8495 -72 2265.0298994255127 2289.1825819124288 150 GTEX 1 100 100 1.0 0.002 125 8495 -73 2263.3722516836856 2290.3456622801805 150 GTEX 1 100 100 1.0 0.002 125 8495 -74 2262.87526588041 2291.1831361023646 150 GTEX 1 100 100 1.0 0.002 125 8495 -75 2262.772036379867 2293.0027217502375 150 GTEX 1 100 100 1.0 0.002 125 8495 -76 2262.6704036317356 2290.7507059655713 150 GTEX 1 100 100 1.0 0.002 125 8495 -77 2261.9252805386473 2293.624663494386 150 GTEX 1 100 100 1.0 0.002 125 8495 -78 2263.4855569944443 2290.4859136429122 150 GTEX 1 100 100 1.0 0.002 125 8495 -79 2262.2613780053 2290.6411179227066 150 GTEX 1 100 100 1.0 0.002 125 8495 -80 2262.9741412604308 2288.746275230959 150 GTEX 1 100 100 1.0 0.002 125 8495 -81 2262.6415350021375 2288.257581355454 150 GTEX 1 100 100 1.0 0.002 125 8495 -82 2261.4227068626956 2295.430548490227 150 GTEX 1 100 100 1.0 0.002 125 8495 -83 2261.8222270968395 2292.392608294469 150 GTEX 1 100 100 1.0 0.002 125 8495 -84 2261.4260369954927 2291.151287354444 150 GTEX 1 100 100 1.0 0.002 125 8495 -85 2261.093024773143 2290.2297781012358 150 GTEX 1 100 100 1.0 0.002 125 8495 -86 2260.4566965656195 2289.3183231716375 150 GTEX 1 100 100 1.0 0.002 125 8495 -87 2260.933904347833 2288.5007844061906 150 GTEX 1 100 100 1.0 0.002 125 8495 -88 2260.9679614363545 2290.8444304375594 150 GTEX 1 100 100 1.0 0.002 125 8495 -89 2261.555367828914 2291.395738957046 150 GTEX 1 100 100 1.0 0.002 125 8495 -90 2260.9501759968425 2291.8259727565055 150 GTEX 1 100 100 1.0 0.002 125 8495 -91 2259.6669878808048 2288.552150015595 150 GTEX 1 100 100 1.0 0.002 125 8495 -92 2260.1557645039184 2291.551686798212 150 GTEX 1 100 100 1.0 0.002 125 8495 -93 2261.0279290221542 2295.666742941273 150 GTEX 1 100 100 1.0 0.002 125 8495 -94 2260.3392871289743 2290.2209096698252 150 GTEX 1 100 100 1.0 0.002 125 8495 -95 2260.0326375811205 2292.2407737122744 150 GTEX 1 100 100 1.0 0.002 125 8495 -96 2260.7817282494866 2288.5304823030538 150 GTEX 1 100 100 1.0 0.002 125 8495 -97 2259.9945312964196 2298.6579473807333 150 GTEX 1 100 100 1.0 0.002 125 8495 -98 2260.100019929426 2286.992753757723 150 GTEX 1 100 100 1.0 0.002 125 8495 -99 2259.2112360029823 2286.682818626723 150 GTEX 1 100 100 1.0 0.002 125 8495 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 4944ce4f4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2959.8167849813003 3263.2395400130704 150 GTEX 1 50 100 0.5 0.002 125 1684 -1 2463.3688901661694 2571.7346307442667 150 GTEX 1 50 100 0.5 0.002 125 1684 -2 2404.025533416448 2442.0954696597255 150 GTEX 1 50 100 0.5 0.002 125 1684 -3 2376.9526007436607 2394.181552437322 150 GTEX 1 50 100 0.5 0.002 125 1684 -4 2358.436994595123 2480.6011763307984 150 GTEX 1 50 100 0.5 0.002 125 1684 -5 2347.2694261356883 2361.453306480959 150 GTEX 1 50 100 0.5 0.002 125 1684 -6 2337.05120897963 2364.701328756238 150 GTEX 1 50 100 0.5 0.002 125 1684 -7 2328.669372706878 2349.4840273548893 150 GTEX 1 50 100 0.5 0.002 125 1684 -8 2324.947180574215 2355.7604284250237 150 GTEX 1 50 100 0.5 0.002 125 1684 -9 2319.7084153496603 2336.6347308140744 150 GTEX 1 50 100 0.5 0.002 125 1684 -10 2315.869099234306 2347.9645077085315 150 GTEX 1 50 100 0.5 0.002 125 1684 -11 2313.26372123437 2331.4902422654764 150 GTEX 1 50 100 0.5 0.002 125 1684 -12 2308.9681653725606 2326.4012919959005 150 GTEX 1 50 100 0.5 0.002 125 1684 -13 2306.1201032100817 2329.9365239016456 150 GTEX 1 50 100 0.5 0.002 125 1684 -14 2304.6169649444287 2329.745056384417 150 GTEX 1 50 100 0.5 0.002 125 1684 -15 2301.3851870106355 2316.87909190827 150 GTEX 1 50 100 0.5 0.002 125 1684 -16 2300.4744945126 2321.566899636852 150 GTEX 1 50 100 0.5 0.002 125 1684 -17 2297.886248417612 2318.4888540057627 150 GTEX 1 50 100 0.5 0.002 125 1684 -18 2296.533199566174 2313.2391185687975 150 GTEX 1 50 100 0.5 0.002 125 1684 -19 2294.912833209273 2316.665871739841 150 GTEX 1 50 100 0.5 0.002 125 1684 -20 2292.943265040321 2308.74429193649 150 GTEX 1 50 100 0.5 0.002 125 1684 -21 2291.4233324940005 2307.472151723651 150 GTEX 1 50 100 0.5 0.002 125 1684 -22 2290.307089965472 2317.2353854451344 150 GTEX 1 50 100 0.5 0.002 125 1684 -23 2289.59985452138 2305.5012443745545 150 GTEX 1 50 100 0.5 0.002 125 1684 -24 2288.1876089568123 2305.8366430014257 150 GTEX 1 50 100 0.5 0.002 125 1684 -25 2286.5134747727716 2303.173861543489 150 GTEX 1 50 100 0.5 0.002 125 1684 -26 2285.5765562282136 2303.1518285483007 150 GTEX 1 50 100 0.5 0.002 125 1684 -27 2284.467700791029 2304.309731371049 150 GTEX 1 50 100 0.5 0.002 125 1684 -28 2283.517955979488 2301.121038052519 150 GTEX 1 50 100 0.5 0.002 125 1684 -29 2283.197437505983 2299.5429376522397 150 GTEX 1 50 100 0.5 0.002 125 1684 -30 2281.930283783884 2299.325372616148 150 GTEX 1 50 100 0.5 0.002 125 1684 -31 2280.7846750606136 2302.116360856553 150 GTEX 1 50 100 0.5 0.002 125 1684 -32 2280.958711660612 2299.561281153458 150 GTEX 1 50 100 0.5 0.002 125 1684 -33 2280.590398050052 2303.68718020363 150 GTEX 1 50 100 0.5 0.002 125 1684 -34 2278.3060751069092 2300.821304379307 150 GTEX 1 50 100 0.5 0.002 125 1684 -35 2278.441639198375 2301.091851180044 150 GTEX 1 50 100 0.5 0.002 125 1684 -36 2279.4521610997 2295.3990492439993 150 GTEX 1 50 100 0.5 0.002 125 1684 -37 2277.2765178444697 2294.2052656398528 150 GTEX 1 50 100 0.5 0.002 125 1684 -38 2276.709340463914 2293.97248776512 150 GTEX 1 50 100 0.5 0.002 125 1684 -39 2276.0944242428054 2296.596482425588 150 GTEX 1 50 100 0.5 0.002 125 1684 -40 2275.7543565704386 2294.218151716225 150 GTEX 1 50 100 0.5 0.002 125 1684 -41 2275.3066881791683 2295.2013779556796 150 GTEX 1 50 100 0.5 0.002 125 1684 -42 2275.570634419026 2295.1520754738 150 GTEX 1 50 100 0.5 0.002 125 1684 -43 2274.184779844831 2297.7013951290696 150 GTEX 1 50 100 0.5 0.002 125 1684 -44 2274.329457006699 2290.84696513709 150 GTEX 1 50 100 0.5 0.002 125 1684 -45 2273.01630576732 2293.873457179777 150 GTEX 1 50 100 0.5 0.002 125 1684 -46 2272.9204413088723 2292.6818281398528 150 GTEX 1 50 100 0.5 0.002 125 1684 -47 2272.3982102509044 2293.7501076817966 150 GTEX 1 50 100 0.5 0.002 125 1684 -48 2272.590490914781 2291.466462690114 150 GTEX 1 50 100 0.5 0.002 125 1684 -49 2271.0908606716507 2295.6180693767824 150 GTEX 1 50 100 0.5 0.002 125 1684 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index 67f791617..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2961.242555606399 3397.208314612791 150 GTEX 1 50 100 0.0 0.002 125 8504 -1 2465.2694321186423 2489.321095513754 150 GTEX 1 50 100 0.0 0.002 125 8504 -2 2407.61660343991 2433.3241653732475 150 GTEX 1 50 100 0.0 0.002 125 8504 -3 2376.293187437282 2386.9761447688925 150 GTEX 1 50 100 0.0 0.002 125 8504 -4 2360.4456105645763 2365.6499292641993 150 GTEX 1 50 100 0.0 0.002 125 8504 -5 2347.430943971906 2374.6145971029882 150 GTEX 1 50 100 0.0 0.002 125 8504 -6 2338.1175135967787 2350.7531315908686 150 GTEX 1 50 100 0.0 0.002 125 8504 -7 2329.9389645600754 2343.535694194837 150 GTEX 1 50 100 0.0 0.002 125 8504 -8 2325.919222282006 2331.6723293986156 150 GTEX 1 50 100 0.0 0.002 125 8504 -9 2320.8898665832216 2323.4024583939818 150 GTEX 1 50 100 0.0 0.002 125 8504 -10 2317.0704275429207 2317.2566813769904 150 GTEX 1 50 100 0.0 0.002 125 8504 -11 2313.879290267962 2313.2283438911004 150 GTEX 1 50 100 0.0 0.002 125 8504 -12 2311.3092178597776 2322.867621940352 150 GTEX 1 50 100 0.0 0.002 125 8504 -13 2308.4633217329356 2311.966432984791 150 GTEX 1 50 100 0.0 0.002 125 8504 -14 2305.5872873781955 2310.0236537918845 150 GTEX 1 50 100 0.0 0.002 125 8504 -15 2303.9073313673484 2302.360449961383 150 GTEX 1 50 100 0.0 0.002 125 8504 -16 2300.3129539050533 2303.182825588908 150 GTEX 1 50 100 0.0 0.002 125 8504 -17 2299.469264044056 2307.9111068203424 150 GTEX 1 50 100 0.0 0.002 125 8504 -18 2297.466212428081 2300.1541344240136 150 GTEX 1 50 100 0.0 0.002 125 8504 -19 2295.492089271243 2296.1803581905 150 GTEX 1 50 100 0.0 0.002 125 8504 -20 2293.820636301594 2296.9535896098205 150 GTEX 1 50 100 0.0 0.002 125 8504 -21 2293.583496686888 2294.9957660631535 150 GTEX 1 50 100 0.0 0.002 125 8504 -22 2291.2323215831557 2291.7170386948965 150 GTEX 1 50 100 0.0 0.002 125 8504 -23 2290.575815605566 2293.5310694473324 150 GTEX 1 50 100 0.0 0.002 125 8504 -24 2289.9659118620107 2292.947898719701 150 GTEX 1 50 100 0.0 0.002 125 8504 -25 2288.8003694061445 2291.203841176776 150 GTEX 1 50 100 0.0 0.002 125 8504 -26 2287.5085230789355 2288.1063566606763 150 GTEX 1 50 100 0.0 0.002 125 8504 -27 2286.1827327461924 2288.495339049133 150 GTEX 1 50 100 0.0 0.002 125 8504 -28 2285.094808286556 2288.966015717829 150 GTEX 1 50 100 0.0 0.002 125 8504 -29 2284.4557825920383 2289.1758852186313 150 GTEX 1 50 100 0.0 0.002 125 8504 -30 2283.3198932290293 2285.208707744178 150 GTEX 1 50 100 0.0 0.002 125 8504 -31 2283.8543108163144 2286.306086435064 150 GTEX 1 50 100 0.0 0.002 125 8504 -32 2281.7507314934855 2284.099422324293 150 GTEX 1 50 100 0.0 0.002 125 8504 -33 2281.4400987424656 2283.245447195075 150 GTEX 1 50 100 0.0 0.002 125 8504 -34 2280.642273561698 2281.605170304331 150 GTEX 1 50 100 0.0 0.002 125 8504 -35 2280.0151773873636 2281.597332276319 150 GTEX 1 50 100 0.0 0.002 125 8504 -36 2279.0179771777125 2279.590528829016 150 GTEX 1 50 100 0.0 0.002 125 8504 -37 2277.909595528588 2281.802227527923 150 GTEX 1 50 100 0.0 0.002 125 8504 -38 2278.163429312637 2279.766627090512 150 GTEX 1 50 100 0.0 0.002 125 8504 -39 2276.577779922816 2288.7144404074083 150 GTEX 1 50 100 0.0 0.002 125 8504 -40 2277.564770685754 2280.630609200481 150 GTEX 1 50 100 0.0 0.002 125 8504 -41 2275.9303610980905 2282.9184431068797 150 GTEX 1 50 100 0.0 0.002 125 8504 -42 2276.355736745075 2278.7253534005167 150 GTEX 1 50 100 0.0 0.002 125 8504 -43 2275.0642220591926 2278.3666602305134 150 GTEX 1 50 100 0.0 0.002 125 8504 -44 2274.5136815973 2280.020976135486 150 GTEX 1 50 100 0.0 0.002 125 8504 -45 2274.3572394722705 2276.748321185094 150 GTEX 1 50 100 0.0 0.002 125 8504 -46 2273.804355265536 2277.8537300603016 150 GTEX 1 50 100 0.0 0.002 125 8504 -47 2273.9984284946227 2279.0275498306796 150 GTEX 1 50 100 0.0 0.002 125 8504 -48 2273.126874521364 2277.97541745262 150 GTEX 1 50 100 0.0 0.002 125 8504 -49 2273.0476317147313 2276.8218297922112 150 GTEX 1 50 100 0.0 0.002 125 8504 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index cf39b731c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2961.4559974883973 3283.9523921139794 150 GTEX 1 50 100 1.0 0.002 125 6987 -1 2461.5716839890374 2486.6078920545688 150 GTEX 1 50 100 1.0 0.002 125 6987 -2 2409.1081959454555 2402.3075763426805 150 GTEX 1 50 100 1.0 0.002 125 6987 -3 2378.1869996754763 2439.2790856887177 150 GTEX 1 50 100 1.0 0.002 125 6987 -4 2359.1476706503513 2366.1049999628685 150 GTEX 1 50 100 1.0 0.002 125 6987 -5 2347.6386464732345 2345.6890808801686 150 GTEX 1 50 100 1.0 0.002 125 6987 -6 2338.582784560637 2334.500944072303 150 GTEX 1 50 100 1.0 0.002 125 6987 -7 2332.432840026746 2333.5228744912965 150 GTEX 1 50 100 1.0 0.002 125 6987 -8 2326.7772176437725 2319.8732817327113 150 GTEX 1 50 100 1.0 0.002 125 6987 -9 2321.464495036624 2320.618770700897 150 GTEX 1 50 100 1.0 0.002 125 6987 -10 2317.4736378670646 2330.1657348168665 150 GTEX 1 50 100 1.0 0.002 125 6987 -11 2314.773018512704 2318.893987271269 150 GTEX 1 50 100 1.0 0.002 125 6987 -12 2311.601038475758 2310.237254095621 150 GTEX 1 50 100 1.0 0.002 125 6987 -13 2308.512864769355 2305.0049979206274 150 GTEX 1 50 100 1.0 0.002 125 6987 -14 2305.8350016319023 2303.609095120158 150 GTEX 1 50 100 1.0 0.002 125 6987 -15 2302.9045902202633 2304.257547008674 150 GTEX 1 50 100 1.0 0.002 125 6987 -16 2301.805257118477 2307.2297224037547 150 GTEX 1 50 100 1.0 0.002 125 6987 -17 2299.4336118278047 2295.2337516523585 150 GTEX 1 50 100 1.0 0.002 125 6987 -18 2299.0175189401753 2295.962212508169 150 GTEX 1 50 100 1.0 0.002 125 6987 -19 2296.1225234438957 2295.9540337972317 150 GTEX 1 50 100 1.0 0.002 125 6987 -20 2294.68618323436 2290.8441974364305 150 GTEX 1 50 100 1.0 0.002 125 6987 -21 2292.9512232974575 2292.2684043043014 150 GTEX 1 50 100 1.0 0.002 125 6987 -22 2291.9927164756523 2300.509316796132 150 GTEX 1 50 100 1.0 0.002 125 6987 -23 2290.3841727194217 2292.182135868435 150 GTEX 1 50 100 1.0 0.002 125 6987 -24 2289.6367343005227 2288.6459236870246 150 GTEX 1 50 100 1.0 0.002 125 6987 -25 2288.3502635284904 2285.1470362442074 150 GTEX 1 50 100 1.0 0.002 125 6987 -26 2287.6414625877637 2285.8550872222554 150 GTEX 1 50 100 1.0 0.002 125 6987 -27 2286.677186934714 2285.0582275390625 150 GTEX 1 50 100 1.0 0.002 125 6987 -28 2285.3657204642195 2284.8760248336503 150 GTEX 1 50 100 1.0 0.002 125 6987 -29 2285.7556854825066 2292.0105291446353 150 GTEX 1 50 100 1.0 0.002 125 6987 -30 2284.332025653875 2301.2265806016812 150 GTEX 1 50 100 1.0 0.002 125 6987 -31 2283.8137690309513 2280.5731484300736 150 GTEX 1 50 100 1.0 0.002 125 6987 -32 2282.084549196799 2282.0075678952294 150 GTEX 1 50 100 1.0 0.002 125 6987 -33 2282.6125992190387 2279.8721283307095 150 GTEX 1 50 100 1.0 0.002 125 6987 -34 2281.5081049684513 2282.867870258288 150 GTEX 1 50 100 1.0 0.002 125 6987 -35 2280.214067616457 2280.153578841641 150 GTEX 1 50 100 1.0 0.002 125 6987 -36 2279.69076860121 2282.6233049399953 150 GTEX 1 50 100 1.0 0.002 125 6987 -37 2279.6426092002566 2278.5985339494714 150 GTEX 1 50 100 1.0 0.002 125 6987 -38 2278.802630730638 2279.4319288594643 150 GTEX 1 50 100 1.0 0.002 125 6987 -39 2277.926475556332 2281.3623009743346 150 GTEX 1 50 100 1.0 0.002 125 6987 -40 2276.782826302056 2277.3434961123157 150 GTEX 1 50 100 1.0 0.002 125 6987 -41 2276.9606102685234 2276.4365800632722 150 GTEX 1 50 100 1.0 0.002 125 6987 -42 2275.6835947299664 2278.2717006668845 150 GTEX 1 50 100 1.0 0.002 125 6987 -43 2275.189834099908 2278.9444399061313 150 GTEX 1 50 100 1.0 0.002 125 6987 -44 2274.6632072986263 2284.2351635835016 150 GTEX 1 50 100 1.0 0.002 125 6987 -45 2274.712658450283 2273.258880499198 150 GTEX 1 50 100 1.0 0.002 125 6987 -46 2274.690603476839 2273.8791206853016 150 GTEX 1 50 100 1.0 0.002 125 6987 -47 2274.162968444663 2274.3404554939993 150 GTEX 1 50 100 1.0 0.002 125 6987 -48 2274.2386624570054 2275.212736528636 150 GTEX 1 50 100 1.0 0.002 125 6987 -49 2273.48212313992 2272.6282392726653 150 GTEX 1 50 100 1.0 0.002 125 6987 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 5fb0091f7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2644.985659504108 2469.0788926969462 50 GTEX 1 100 100 0.5 0.002 125 6797 -1 2386.5933880828634 2371.8043254663735 50 GTEX 1 100 100 0.5 0.002 125 6797 -2 2348.981573791278 2352.9228288193617 50 GTEX 1 100 100 0.5 0.002 125 6797 -3 2331.371803658432 2331.7559243553947 50 GTEX 1 100 100 0.5 0.002 125 6797 -4 2321.883225659074 2319.6836202063037 50 GTEX 1 100 100 0.5 0.002 125 6797 -5 2313.6052677021166 2316.799292270675 50 GTEX 1 100 100 0.5 0.002 125 6797 -6 2308.801955146826 2311.4147294773347 50 GTEX 1 100 100 0.5 0.002 125 6797 -7 2303.5897180048128 2304.846975348295 50 GTEX 1 100 100 0.5 0.002 125 6797 -8 2299.8917646753607 2300.466406992633 50 GTEX 1 100 100 0.5 0.002 125 6797 -9 2297.5551162611737 2304.5099503549786 50 GTEX 1 100 100 0.5 0.002 125 6797 -10 2294.3596350006105 2299.8593397249288 50 GTEX 1 100 100 0.5 0.002 125 6797 -11 2292.6072191766466 2297.732038954818 50 GTEX 1 100 100 0.5 0.002 125 6797 -12 2291.3343871928473 2298.2963217383553 50 GTEX 1 100 100 0.5 0.002 125 6797 -13 2289.050600446163 2292.204919851325 50 GTEX 1 100 100 0.5 0.002 125 6797 -14 2287.5690426696024 2299.0741495922944 50 GTEX 1 100 100 0.5 0.002 125 6797 -15 2285.8768932180947 2293.223124572986 50 GTEX 1 100 100 0.5 0.002 125 6797 -16 2284.4350474788657 2289.594274020467 50 GTEX 1 100 100 0.5 0.002 125 6797 -17 2283.4686500434073 2287.0924216150784 50 GTEX 1 100 100 0.5 0.002 125 6797 -18 2282.603560780829 2284.6407401081274 50 GTEX 1 100 100 0.5 0.002 125 6797 -19 2281.439991075083 2289.5828026601116 50 GTEX 1 100 100 0.5 0.002 125 6797 -20 2280.692663908181 2284.9149109582936 50 GTEX 1 100 100 0.5 0.002 125 6797 -21 2279.1019213482937 2285.163935788231 50 GTEX 1 100 100 0.5 0.002 125 6797 -22 2278.8760193457783 2282.189428989425 50 GTEX 1 100 100 0.5 0.002 125 6797 -23 2278.473850880856 2285.206090426717 50 GTEX 1 100 100 0.5 0.002 125 6797 -24 2277.41842804487 2283.889963592413 50 GTEX 1 100 100 0.5 0.002 125 6797 -25 2277.6566983089283 2281.475420237494 50 GTEX 1 100 100 0.5 0.002 125 6797 -26 2276.458614024993 2284.7559888716432 50 GTEX 1 100 100 0.5 0.002 125 6797 -27 2275.3669400068575 2295.549461219701 50 GTEX 1 100 100 0.5 0.002 125 6797 -28 2275.9332615929015 2284.7548828125 50 GTEX 1 100 100 0.5 0.002 125 6797 -29 2274.466883395735 2281.6219398875655 50 GTEX 1 100 100 0.5 0.002 125 6797 -30 2274.643464865825 2279.7453409057152 50 GTEX 1 100 100 0.5 0.002 125 6797 -31 2273.6341613982286 2279.134687648527 50 GTEX 1 100 100 0.5 0.002 125 6797 -32 2273.144092714949 2278.6707480543014 50 GTEX 1 100 100 0.5 0.002 125 6797 -33 2273.769801050277 2276.7400343282143 50 GTEX 1 100 100 0.5 0.002 125 6797 -34 2273.149735929949 2280.5059011481108 50 GTEX 1 100 100 0.5 0.002 125 6797 -35 2273.166750135751 2277.0848634669082 50 GTEX 1 100 100 0.5 0.002 125 6797 -36 2271.605939082388 2274.484972819629 50 GTEX 1 100 100 0.5 0.002 125 6797 -37 2271.9350733706146 2275.3879589472435 50 GTEX 1 100 100 0.5 0.002 125 6797 -38 2271.466520498632 2277.599869296578 50 GTEX 1 100 100 0.5 0.002 125 6797 -39 2271.271078720407 2276.860948453838 50 GTEX 1 100 100 0.5 0.002 125 6797 -40 2272.0930384153094 2276.4474057969937 50 GTEX 1 100 100 0.5 0.002 125 6797 -41 2270.4449764746123 2278.464064449412 50 GTEX 1 100 100 0.5 0.002 125 6797 -42 2271.125525313672 2275.7341619571353 50 GTEX 1 100 100 0.5 0.002 125 6797 -43 2270.4849555012643 2278.257308901943 50 GTEX 1 100 100 0.5 0.002 125 6797 -44 2270.678505273458 2275.8708403264613 50 GTEX 1 100 100 0.5 0.002 125 6797 -45 2270.7854966852374 2273.3225589650665 50 GTEX 1 100 100 0.5 0.002 125 6797 -46 2270.2205331781615 2276.722683634595 50 GTEX 1 100 100 0.5 0.002 125 6797 -47 2269.4232234856113 2277.4483340883435 50 GTEX 1 100 100 0.5 0.002 125 6797 -48 2269.331164933742 2275.492545820461 50 GTEX 1 100 100 0.5 0.002 125 6797 -49 2270.0864602863894 2276.4103706853016 50 GTEX 1 100 100 0.5 0.002 125 6797 -50 2269.574703291904 2275.771186393477 50 GTEX 1 100 100 0.5 0.002 125 6797 -51 2270.167674089518 2277.7309667783093 50 GTEX 1 100 100 0.5 0.002 125 6797 -52 2269.4063362886377 2280.1381599223205 50 GTEX 1 100 100 0.5 0.002 125 6797 -53 2270.671643495786 2276.1372065671044 50 GTEX 1 100 100 0.5 0.002 125 6797 -54 2268.3271812405924 2272.833181867128 50 GTEX 1 100 100 0.5 0.002 125 6797 -55 2268.352928934473 2276.3593369400546 50 GTEX 1 100 100 0.5 0.002 125 6797 -56 2268.6999632151487 2274.073447804034 50 GTEX 1 100 100 0.5 0.002 125 6797 -57 2268.1978994570777 2274.6790182019367 50 GTEX 1 100 100 0.5 0.002 125 6797 -58 2269.202659876908 2272.5957379359256 50 GTEX 1 100 100 0.5 0.002 125 6797 -59 2268.3741735786975 2276.6905805348442 50 GTEX 1 100 100 0.5 0.002 125 6797 -60 2268.0489161156847 2274.918791216136 50 GTEX 1 100 100 0.5 0.002 125 6797 -61 2268.2424872666234 2273.070918210106 50 GTEX 1 100 100 0.5 0.002 125 6797 -62 2268.260221232101 2271.517472763932 50 GTEX 1 100 100 0.5 0.002 125 6797 -63 2268.0540245268103 2272.2906508064993 50 GTEX 1 100 100 0.5 0.002 125 6797 -64 2267.6617178783454 2273.0780813703063 50 GTEX 1 100 100 0.5 0.002 125 6797 -65 2267.867467770446 2274.416211030329 50 GTEX 1 100 100 0.5 0.002 125 6797 -66 2267.2144793313696 2278.9660324270735 50 GTEX 1 100 100 0.5 0.002 125 6797 -67 2268.192454994776 2270.446923085492 50 GTEX 1 100 100 0.5 0.002 125 6797 -68 2267.8556400894226 2270.6315555935125 50 GTEX 1 100 100 0.5 0.002 125 6797 -69 2267.229372528421 2275.667296202917 50 GTEX 1 100 100 0.5 0.002 125 6797 -70 2268.128430502007 2271.7991052199677 50 GTEX 1 100 100 0.5 0.002 125 6797 -71 2268.2594568323684 2273.353472923598 50 GTEX 1 100 100 0.5 0.002 125 6797 -72 2267.2073668369812 2273.2760585306264 50 GTEX 1 100 100 0.5 0.002 125 6797 -73 2268.434819352958 2271.9724311393475 50 GTEX 1 100 100 0.5 0.002 125 6797 -74 2266.85977731497 2269.9852819406487 50 GTEX 1 100 100 0.5 0.002 125 6797 -75 2266.980744533231 2274.812415989633 50 GTEX 1 100 100 0.5 0.002 125 6797 -76 2267.1146464981975 2272.2735099067254 50 GTEX 1 100 100 0.5 0.002 125 6797 -77 2266.5929445964025 2271.157974301182 50 GTEX 1 100 100 0.5 0.002 125 6797 -78 2267.5321952551462 2272.3904755450926 50 GTEX 1 100 100 0.5 0.002 125 6797 -79 2267.0638236769832 2274.2448289530357 50 GTEX 1 100 100 0.5 0.002 125 6797 -80 2266.8468482159656 2275.0251669067848 50 GTEX 1 100 100 0.5 0.002 125 6797 -81 2267.450299446845 2288.6009307977365 50 GTEX 1 100 100 0.5 0.002 125 6797 -82 2267.3977985102033 2271.92668911894 50 GTEX 1 100 100 0.5 0.002 125 6797 -83 2267.3219028826284 2272.899240007872 50 GTEX 1 100 100 0.5 0.002 125 6797 -84 2266.403021345323 2277.2825816339414 50 GTEX 1 100 100 0.5 0.002 125 6797 -85 2266.299982293551 2271.48221904334 50 GTEX 1 100 100 0.5 0.002 125 6797 -86 2267.497477256523 2275.898204498871 50 GTEX 1 100 100 0.5 0.002 125 6797 -87 2267.029845836813 2273.041593950511 50 GTEX 1 100 100 0.5 0.002 125 6797 -88 2266.291511926503 2275.713731656963 50 GTEX 1 100 100 0.5 0.002 125 6797 -89 2266.315068647176 2272.3959594262415 50 GTEX 1 100 100 0.5 0.002 125 6797 -90 2266.529874848982 2274.675103133169 50 GTEX 1 100 100 0.5 0.002 125 6797 -91 2267.3346577925704 2271.022162491831 50 GTEX 1 100 100 0.5 0.002 125 6797 -92 2267.001635074263 2271.158594399804 50 GTEX 1 100 100 0.5 0.002 125 6797 -93 2267.0006168631826 2281.7569853924074 50 GTEX 1 100 100 0.5 0.002 125 6797 -94 2267.6619921916263 2271.48952933772 50 GTEX 1 100 100 0.5 0.002 125 6797 -95 2266.3111472076935 2272.6388162243047 50 GTEX 1 100 100 0.5 0.002 125 6797 -96 2266.1961715954517 2271.39675590022 50 GTEX 1 100 100 0.5 0.002 125 6797 -97 2265.119122495618 2270.042784484167 50 GTEX 1 100 100 0.5 0.002 125 6797 -98 2266.947609825372 2280.1744245521922 50 GTEX 1 100 100 0.5 0.002 125 6797 -99 2266.3593279100264 2270.6551583293726 50 GTEX 1 100 100 0.5 0.002 125 6797 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index 568bb9b54..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2644.542743873455 2447.860717309292 50 GTEX 1 100 100 0.0 0.002 125 7950 -1 2383.3078952659157 2396.4809352164034 50 GTEX 1 100 100 0.0 0.002 125 7950 -2 2348.336925873676 2372.3757045731345 50 GTEX 1 100 100 0.0 0.002 125 7950 -3 2330.891875411586 2344.7322580315767 50 GTEX 1 100 100 0.0 0.002 125 7950 -4 2320.6580002461264 2349.2642279215183 50 GTEX 1 100 100 0.0 0.002 125 7950 -5 2312.699625229828 2326.325154003535 50 GTEX 1 100 100 0.0 0.002 125 7950 -6 2307.634088880701 2329.810569153992 50 GTEX 1 100 100 0.0 0.002 125 7950 -7 2302.192944539667 2316.4232117395436 50 GTEX 1 100 100 0.0 0.002 125 7950 -8 2299.046027560993 2313.9584691733007 50 GTEX 1 100 100 0.0 0.002 125 7950 -9 2297.055026568442 2308.9810577508615 50 GTEX 1 100 100 0.0 0.002 125 7950 -10 2293.045564165737 2306.2405249301924 50 GTEX 1 100 100 0.0 0.002 125 7950 -11 2291.2150271584846 2306.634066621614 50 GTEX 1 100 100 0.0 0.002 125 7950 -12 2289.2985867953316 2309.5679407156013 50 GTEX 1 100 100 0.0 0.002 125 7950 -13 2288.0968558751783 2305.542608108811 50 GTEX 1 100 100 0.0 0.002 125 7950 -14 2286.8906261089096 2300.935643881446 50 GTEX 1 100 100 0.0 0.002 125 7950 -15 2285.180110974512 2299.6080048419676 50 GTEX 1 100 100 0.0 0.002 125 7950 -16 2283.539503794431 2301.721248960314 50 GTEX 1 100 100 0.0 0.002 125 7950 -17 2283.5738913895802 2299.286319399061 50 GTEX 1 100 100 0.0 0.002 125 7950 -18 2281.453080282577 2294.816841618643 50 GTEX 1 100 100 0.0 0.002 125 7950 -19 2280.3429343583302 2295.098824040518 50 GTEX 1 100 100 0.0 0.002 125 7950 -20 2279.2937875120897 2295.83809345666 50 GTEX 1 100 100 0.0 0.002 125 7950 -21 2278.476269000005 2292.048067390239 50 GTEX 1 100 100 0.0 0.002 125 7950 -22 2278.45789808203 2306.3400243026676 50 GTEX 1 100 100 0.0 0.002 125 7950 -23 2277.4634239073475 2293.3010393149953 50 GTEX 1 100 100 0.0 0.002 125 7950 -24 2276.089223792186 2291.2446080196946 50 GTEX 1 100 100 0.0 0.002 125 7950 -25 2276.018789982637 2290.9670243063806 50 GTEX 1 100 100 0.0 0.002 125 7950 -26 2276.125025840172 2292.7007030878685 50 GTEX 1 100 100 0.0 0.002 125 7950 -27 2274.4140683282226 2296.4073639496196 50 GTEX 1 100 100 0.0 0.002 125 7950 -28 2273.5957873763386 2289.2771404541945 50 GTEX 1 100 100 0.0 0.002 125 7950 -29 2274.120199246808 2294.945813777329 50 GTEX 1 100 100 0.0 0.002 125 7950 -30 2273.1246278963686 2289.1501840801748 50 GTEX 1 100 100 0.0 0.002 125 7950 -31 2274.2614201180745 2291.911143023705 50 GTEX 1 100 100 0.0 0.002 125 7950 -32 2272.952439332847 2293.0250671154645 50 GTEX 1 100 100 0.0 0.002 125 7950 -33 2272.2819899779333 2291.21489527017 50 GTEX 1 100 100 0.0 0.002 125 7950 -34 2271.373072302554 2290.317140064312 50 GTEX 1 100 100 0.0 0.002 125 7950 -35 2271.7515702675246 2287.00887817847 50 GTEX 1 100 100 0.0 0.002 125 7950 -36 2270.6721082320496 2291.8640740108126 50 GTEX 1 100 100 0.0 0.002 125 7950 -37 2270.2803788612746 2285.790543124703 50 GTEX 1 100 100 0.0 0.002 125 7950 -38 2270.829898791113 2288.0278803024003 50 GTEX 1 100 100 0.0 0.002 125 7950 -39 2270.32730404588 2286.660828797083 50 GTEX 1 100 100 0.0 0.002 125 7950 -40 2269.9329488804037 2283.9659433111037 50 GTEX 1 100 100 0.0 0.002 125 7950 -41 2269.3173395134495 2292.232785765209 50 GTEX 1 100 100 0.0 0.002 125 7950 -42 2269.1212496936314 2288.2210906866385 50 GTEX 1 100 100 0.0 0.002 125 7950 -43 2269.0825686843114 2285.022686512298 50 GTEX 1 100 100 0.0 0.002 125 7950 -44 2269.7017608349233 2284.2526493435125 50 GTEX 1 100 100 0.0 0.002 125 7950 -45 2268.7404766330574 2289.364029452828 50 GTEX 1 100 100 0.0 0.002 125 7950 -46 2268.6162457521027 2290.000951034488 50 GTEX 1 100 100 0.0 0.002 125 7950 -47 2268.700530486864 2284.2939188561963 50 GTEX 1 100 100 0.0 0.002 125 7950 -48 2267.764287964525 2284.9339446441304 50 GTEX 1 100 100 0.0 0.002 125 7950 -49 2269.049348255164 2293.819861350404 50 GTEX 1 100 100 0.0 0.002 125 7950 -50 2269.0262754832575 2286.4506000475285 50 GTEX 1 100 100 0.0 0.002 125 7950 -51 2269.027162327237 2286.6183933504635 50 GTEX 1 100 100 0.0 0.002 125 7950 -52 2267.557850006932 2283.0048034435895 50 GTEX 1 100 100 0.0 0.002 125 7950 -53 2267.901098031938 2281.7407180147934 50 GTEX 1 100 100 0.0 0.002 125 7950 -54 2267.4409751678527 2282.5454793139556 50 GTEX 1 100 100 0.0 0.002 125 7950 -55 2268.5221429125513 2282.3271066643892 50 GTEX 1 100 100 0.0 0.002 125 7950 -56 2267.305648357246 2285.02817225003 50 GTEX 1 100 100 0.0 0.002 125 7950 -57 2266.9425443006794 2284.22457502822 50 GTEX 1 100 100 0.0 0.002 125 7950 -58 2268.1285002085783 2284.712689185777 50 GTEX 1 100 100 0.0 0.002 125 7950 -59 2267.376575141569 2283.0479778101235 50 GTEX 1 100 100 0.0 0.002 125 7950 -60 2267.301912363547 2284.38063936995 50 GTEX 1 100 100 0.0 0.002 125 7950 -61 2267.8225097398363 2285.5519536819747 50 GTEX 1 100 100 0.0 0.002 125 7950 -62 2266.6147391566183 2286.2798120766993 50 GTEX 1 100 100 0.0 0.002 125 7950 -63 2266.476103179342 2282.193481909458 50 GTEX 1 100 100 0.0 0.002 125 7950 -64 2267.8154005979654 2291.29045540117 50 GTEX 1 100 100 0.0 0.002 125 7950 -65 2267.119242722046 2295.522979388219 50 GTEX 1 100 100 0.0 0.002 125 7950 -66 2266.161500867322 2280.5074834207167 50 GTEX 1 100 100 0.0 0.002 125 7950 -67 2266.1368273715602 2281.3542772880523 50 GTEX 1 100 100 0.0 0.002 125 7950 -68 2266.8538513925014 2283.218204164686 50 GTEX 1 100 100 0.0 0.002 125 7950 -69 2266.8026668088823 2284.963262405686 50 GTEX 1 100 100 0.0 0.002 125 7950 -70 2266.2251371901657 2282.378743334868 50 GTEX 1 100 100 0.0 0.002 125 7950 -71 2266.472825268449 2282.759145990524 50 GTEX 1 100 100 0.0 0.002 125 7950 -72 2266.2043062207867 2284.5121504054778 50 GTEX 1 100 100 0.0 0.002 125 7950 -73 2266.0384154641615 2280.5713094849098 50 GTEX 1 100 100 0.0 0.002 125 7950 -74 2265.625939555867 2293.161330074412 50 GTEX 1 100 100 0.0 0.002 125 7950 -75 2266.274107384533 2283.018536121673 50 GTEX 1 100 100 0.0 0.002 125 7950 -76 2267.0431851163085 2284.0927516226534 50 GTEX 1 100 100 0.0 0.002 125 7950 -77 2266.3447110635548 2285.0460813108957 50 GTEX 1 100 100 0.0 0.002 125 7950 -78 2265.92458540708 2280.8650533581867 50 GTEX 1 100 100 0.0 0.002 125 7950 -79 2265.3746375670917 2285.5750630309826 50 GTEX 1 100 100 0.0 0.002 125 7950 -80 2266.15563014534 2281.041599984405 50 GTEX 1 100 100 0.0 0.002 125 7950 -81 2266.0392491578477 2283.0076273058758 50 GTEX 1 100 100 0.0 0.002 125 7950 -82 2266.2561623136207 2289.3537653353733 50 GTEX 1 100 100 0.0 0.002 125 7950 -83 2265.774146557408 2281.2040194087153 50 GTEX 1 100 100 0.0 0.002 125 7950 -84 2266.322898992883 2285.08772538914 50 GTEX 1 100 100 0.0 0.002 125 7950 -85 2266.178962453663 2282.2529928113117 50 GTEX 1 100 100 0.0 0.002 125 7950 -86 2265.233370714761 2283.880092606345 50 GTEX 1 100 100 0.0 0.002 125 7950 -87 2266.6017266701933 2283.0716650204968 50 GTEX 1 100 100 0.0 0.002 125 7950 -88 2265.460811677447 2281.282759401735 50 GTEX 1 100 100 0.0 0.002 125 7950 -89 2265.6499802253056 2280.482677155121 50 GTEX 1 100 100 0.0 0.002 125 7950 -90 2265.139469309922 2288.910251864009 50 GTEX 1 100 100 0.0 0.002 125 7950 -91 2266.294749736131 2281.3918419899596 50 GTEX 1 100 100 0.0 0.002 125 7950 -92 2264.8029376664913 2279.5009942000356 50 GTEX 1 100 100 0.0 0.002 125 7950 -93 2265.5544808559916 2282.492671603939 50 GTEX 1 100 100 0.0 0.002 125 7950 -94 2265.9533931498067 2280.8304754336978 50 GTEX 1 100 100 0.0 0.002 125 7950 -95 2266.6455373146523 2284.1072157943204 50 GTEX 1 100 100 0.0 0.002 125 7950 -96 2265.2837027016544 2281.9369420968987 50 GTEX 1 100 100 0.0 0.002 125 7950 -97 2265.7489146869966 2279.4405828555728 50 GTEX 1 100 100 0.0 0.002 125 7950 -98 2264.7971656116724 2287.3492756542596 50 GTEX 1 100 100 0.0 0.002 125 7950 -99 2266.3411494265442 2280.3690668258378 50 GTEX 1 100 100 0.0 0.002 125 7950 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index e3ed0e608..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2647.6157539636038 2476.8673490226947 50 GTEX 1 100 100 1.0 0.002 125 8199 -1 2384.8290075114955 2376.0375475285173 50 GTEX 1 100 100 1.0 0.002 125 8199 -2 2347.951366088906 2383.7791947629516 50 GTEX 1 100 100 1.0 0.002 125 8199 -3 2332.2143619416875 2333.048800740405 50 GTEX 1 100 100 1.0 0.002 125 8199 -4 2321.06649707743 2324.2548266508734 50 GTEX 1 100 100 1.0 0.002 125 8199 -5 2312.6052051131974 2317.2436477022934 50 GTEX 1 100 100 1.0 0.002 125 8199 -6 2306.2245573594046 2316.961265650992 50 GTEX 1 100 100 1.0 0.002 125 8199 -7 2302.9076272398943 2321.2036360243883 50 GTEX 1 100 100 1.0 0.002 125 8199 -8 2299.1724370882075 2305.922420835314 50 GTEX 1 100 100 1.0 0.002 125 8199 -9 2296.1408812096874 2307.882805537815 50 GTEX 1 100 100 1.0 0.002 125 8199 -10 2293.7106210481556 2299.9660282497625 50 GTEX 1 100 100 1.0 0.002 125 8199 -11 2292.7089448410843 2300.479136651913 50 GTEX 1 100 100 1.0 0.002 125 8199 -12 2289.1824888376646 2297.729226696174 50 GTEX 1 100 100 1.0 0.002 125 8199 -13 2288.686938427564 2299.866645377852 50 GTEX 1 100 100 1.0 0.002 125 8199 -14 2286.3620954130547 2296.473885771893 50 GTEX 1 100 100 1.0 0.002 125 8199 -15 2285.286988761743 2292.534756156428 50 GTEX 1 100 100 1.0 0.002 125 8199 -16 2284.1682543586853 2299.0065741593394 50 GTEX 1 100 100 1.0 0.002 125 8199 -17 2283.168012255359 2292.2006812730215 50 GTEX 1 100 100 1.0 0.002 125 8199 -18 2281.7280173377753 2292.8973783195697 50 GTEX 1 100 100 1.0 0.002 125 8199 -19 2280.7635087363506 2289.4204867402864 50 GTEX 1 100 100 1.0 0.002 125 8199 -20 2280.882421802792 2288.8261681618346 50 GTEX 1 100 100 1.0 0.002 125 8199 -21 2280.5314756759913 2286.065968560629 50 GTEX 1 100 100 1.0 0.002 125 8199 -22 2278.374020110771 2292.470478942639 50 GTEX 1 100 100 1.0 0.002 125 8199 -23 2277.668635333593 2290.6055810732532 50 GTEX 1 100 100 1.0 0.002 125 8199 -24 2277.990729335496 2286.808038631773 50 GTEX 1 100 100 1.0 0.002 125 8199 -25 2276.3249072538983 2283.7967668540578 50 GTEX 1 100 100 1.0 0.002 125 8199 -26 2275.645122195645 2284.9663508310064 50 GTEX 1 100 100 1.0 0.002 125 8199 -27 2275.452603967235 2286.4055607436726 50 GTEX 1 100 100 1.0 0.002 125 8199 -28 2274.633850697241 2284.289304784042 50 GTEX 1 100 100 1.0 0.002 125 8199 -29 2274.696355029725 2290.098225756743 50 GTEX 1 100 100 1.0 0.002 125 8199 -30 2274.7316328471597 2287.14897730142 50 GTEX 1 100 100 1.0 0.002 125 8199 -31 2273.1456697390854 2283.214913835997 50 GTEX 1 100 100 1.0 0.002 125 8199 -32 2272.5258568054246 2279.239156628743 50 GTEX 1 100 100 1.0 0.002 125 8199 -33 2271.867855734063 2287.7889548182034 50 GTEX 1 100 100 1.0 0.002 125 8199 -34 2272.293168727657 2295.338150082432 50 GTEX 1 100 100 1.0 0.002 125 8199 -35 2272.5339537020454 2281.0224159153695 50 GTEX 1 100 100 1.0 0.002 125 8199 -36 2271.524911240815 2280.2164167396922 50 GTEX 1 100 100 1.0 0.002 125 8199 -37 2271.0409344940813 2279.116274989603 50 GTEX 1 100 100 1.0 0.002 125 8199 -38 2271.3167498314456 2280.161180155359 50 GTEX 1 100 100 1.0 0.002 125 8199 -39 2270.5028112920622 2284.8359685977603 50 GTEX 1 100 100 1.0 0.002 125 8199 -40 2271.4921800213074 2288.4030320780357 50 GTEX 1 100 100 1.0 0.002 125 8199 -41 2271.0106830800414 2279.9452665495783 50 GTEX 1 100 100 1.0 0.002 125 8199 -42 2270.182437234687 2279.423552422469 50 GTEX 1 100 100 1.0 0.002 125 8199 -43 2271.5644811314137 2284.020509204937 50 GTEX 1 100 100 1.0 0.002 125 8199 -44 2268.7875642342315 2278.1737334392824 50 GTEX 1 100 100 1.0 0.002 125 8199 -45 2270.7480876983454 2279.103248277091 50 GTEX 1 100 100 1.0 0.002 125 8199 -46 2269.6127403858054 2277.6913816502793 50 GTEX 1 100 100 1.0 0.002 125 8199 -47 2269.499970291539 2281.13394037399 50 GTEX 1 100 100 1.0 0.002 125 8199 -48 2269.0230555967028 2276.5170861305846 50 GTEX 1 100 100 1.0 0.002 125 8199 -49 2269.6917184983035 2280.6735774863355 50 GTEX 1 100 100 1.0 0.002 125 8199 -50 2268.6458679502234 2278.312425736692 50 GTEX 1 100 100 1.0 0.002 125 8199 -51 2269.607205482903 2282.792611821976 50 GTEX 1 100 100 1.0 0.002 125 8199 -52 2268.5246562174034 2283.720353623307 50 GTEX 1 100 100 1.0 0.002 125 8199 -53 2268.474689525952 2275.831112241564 50 GTEX 1 100 100 1.0 0.002 125 8199 -54 2268.9445257931334 2283.828629062203 50 GTEX 1 100 100 1.0 0.002 125 8199 -55 2267.860048959131 2278.0931470747682 50 GTEX 1 100 100 1.0 0.002 125 8199 -56 2268.112086206527 2278.8712626990255 50 GTEX 1 100 100 1.0 0.002 125 8199 -57 2268.913018242439 2276.092614699679 50 GTEX 1 100 100 1.0 0.002 125 8199 -58 2267.9024805584945 2277.0833368917833 50 GTEX 1 100 100 1.0 0.002 125 8199 -59 2268.498214500865 2278.7204070000594 50 GTEX 1 100 100 1.0 0.002 125 8199 -60 2267.759466838343 2276.950744396833 50 GTEX 1 100 100 1.0 0.002 125 8199 -61 2267.3018453905675 2279.804674503921 50 GTEX 1 100 100 1.0 0.002 125 8199 -62 2267.75935697893 2290.0445426679835 50 GTEX 1 100 100 1.0 0.002 125 8199 -63 2267.4996926773183 2275.814713510724 50 GTEX 1 100 100 1.0 0.002 125 8199 -64 2267.378907255755 2278.9684729050323 50 GTEX 1 100 100 1.0 0.002 125 8199 -65 2267.742075113305 2278.0638831541114 50 GTEX 1 100 100 1.0 0.002 125 8199 -66 2266.8926409460164 2276.4646418466314 50 GTEX 1 100 100 1.0 0.002 125 8199 -67 2267.2911566370353 2275.5763635671638 50 GTEX 1 100 100 1.0 0.002 125 8199 -68 2267.1501552524974 2274.6049414805134 50 GTEX 1 100 100 1.0 0.002 125 8199 -69 2267.7247243405545 2278.1185998952888 50 GTEX 1 100 100 1.0 0.002 125 8199 -70 2266.6067091813998 2276.2291250482713 50 GTEX 1 100 100 1.0 0.002 125 8199 -71 2266.6557661543884 2275.4249898816242 50 GTEX 1 100 100 1.0 0.002 125 8199 -72 2266.6622673043535 2273.5864151058995 50 GTEX 1 100 100 1.0 0.002 125 8199 -73 2268.3494546434326 2275.6304792396922 50 GTEX 1 100 100 1.0 0.002 125 8199 -74 2267.6036010884027 2274.842010846156 50 GTEX 1 100 100 1.0 0.002 125 8199 -75 2267.3318811088025 2274.4465707989248 50 GTEX 1 100 100 1.0 0.002 125 8199 -76 2266.269927543333 2276.5459211806383 50 GTEX 1 100 100 1.0 0.002 125 8199 -77 2268.002153605534 2274.393500382456 50 GTEX 1 100 100 1.0 0.002 125 8199 -78 2266.3815457642336 2281.850528383436 50 GTEX 1 100 100 1.0 0.002 125 8199 -79 2266.9198189269305 2276.2522181521804 50 GTEX 1 100 100 1.0 0.002 125 8199 -80 2266.360074721937 2274.600240613118 50 GTEX 1 100 100 1.0 0.002 125 8199 -81 2266.8374598007385 2283.2714969069334 50 GTEX 1 100 100 1.0 0.002 125 8199 -82 2267.8782516581036 2273.7622390573015 50 GTEX 1 100 100 1.0 0.002 125 8199 -83 2266.89568286548 2275.450266326788 50 GTEX 1 100 100 1.0 0.002 125 8199 -84 2265.6098788833497 2277.1113703622564 50 GTEX 1 100 100 1.0 0.002 125 8199 -85 2266.8577697889295 2274.378206318322 50 GTEX 1 100 100 1.0 0.002 125 8199 -86 2266.461085268647 2276.52642195669 50 GTEX 1 100 100 1.0 0.002 125 8199 -87 2266.9839262010883 2277.9605239462035 50 GTEX 1 100 100 1.0 0.002 125 8199 -88 2266.447364498472 2280.7090762758435 50 GTEX 1 100 100 1.0 0.002 125 8199 -89 2266.9706165268994 2274.943452204135 50 GTEX 1 100 100 1.0 0.002 125 8199 -90 2266.473077119864 2276.0660757782794 50 GTEX 1 100 100 1.0 0.002 125 8199 -91 2265.7206363841174 2275.16380814817 50 GTEX 1 100 100 1.0 0.002 125 8199 -92 2266.9633689002753 2275.1909031160885 50 GTEX 1 100 100 1.0 0.002 125 8199 -93 2266.7020689054743 2298.5101722166114 50 GTEX 1 100 100 1.0 0.002 125 8199 -94 2266.6616936370665 2275.7991344611455 50 GTEX 1 100 100 1.0 0.002 125 8199 -95 2266.2373406110123 2276.359503568352 50 GTEX 1 100 100 1.0 0.002 125 8199 -96 2265.7174097925276 2280.628986083056 50 GTEX 1 100 100 1.0 0.002 125 8199 -97 2267.419616847503 2274.9812536203362 50 GTEX 1 100 100 1.0 0.002 125 8199 -98 2266.2084512731726 2274.281695579848 50 GTEX 1 100 100 1.0 0.002 125 8199 -99 2266.001911399054 2273.7961198349867 50 GTEX 1 100 100 1.0 0.002 125 8199 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index aae2d4ded..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2652.4664740275844 2535.9241702003624 50 GTEX 1 50 100 0.5 0.002 125 4152 -1 2385.980240753035 2379.2922604637 50 GTEX 1 50 100 0.5 0.002 125 4152 -2 2351.440717539793 2350.0037122371077 50 GTEX 1 50 100 0.5 0.002 125 4152 -3 2332.118123548618 2332.770798831838 50 GTEX 1 50 100 0.5 0.002 125 4152 -4 2321.783867464985 2325.0256254827113 50 GTEX 1 50 100 0.5 0.002 125 4152 -5 2314.0648570259686 2324.347957480543 50 GTEX 1 50 100 0.5 0.002 125 4152 -6 2307.886529255407 2309.947747872356 50 GTEX 1 50 100 0.5 0.002 125 4152 -7 2303.5380241480275 2313.312609538379 50 GTEX 1 50 100 0.5 0.002 125 4152 -8 2300.1097409401573 2304.9900737805965 50 GTEX 1 50 100 0.5 0.002 125 4152 -9 2297.314466225606 2305.0531660304778 50 GTEX 1 50 100 0.5 0.002 125 4152 -10 2294.360000218687 2298.6322346386346 50 GTEX 1 50 100 0.5 0.002 125 4152 -11 2291.7709699183265 2309.4893826676866 50 GTEX 1 50 100 0.5 0.002 125 4152 -12 2290.2409768028497 2298.7184696560125 50 GTEX 1 50 100 0.5 0.002 125 4152 -13 2288.322140369796 2292.1588659250237 50 GTEX 1 50 100 0.5 0.002 125 4152 -14 2286.8822459503654 2309.398720164716 50 GTEX 1 50 100 0.5 0.002 125 4152 -15 2286.103902324976 2290.626450455234 50 GTEX 1 50 100 0.5 0.002 125 4152 -16 2284.1642926889954 2288.589302556143 50 GTEX 1 50 100 0.5 0.002 125 4152 -17 2283.210127222358 2289.5920660794914 50 GTEX 1 50 100 0.5 0.002 125 4152 -18 2281.7062165882967 2289.92413074798 50 GTEX 1 50 100 0.5 0.002 125 4152 -19 2281.8864548811002 2289.2356435101296 50 GTEX 1 50 100 0.5 0.002 125 4152 -20 2279.6772002416287 2290.608505655151 50 GTEX 1 50 100 0.5 0.002 125 4152 -21 2280.2314271573296 2288.0063550825807 50 GTEX 1 50 100 0.5 0.002 125 4152 -22 2278.9415392159935 2287.9210121531905 50 GTEX 1 50 100 0.5 0.002 125 4152 -23 2278.1362781260727 2283.4539521075926 50 GTEX 1 50 100 0.5 0.002 125 4152 -24 2277.4069986171125 2284.2034712526734 50 GTEX 1 50 100 0.5 0.002 125 4152 -25 2276.593030111382 2283.2172582358007 50 GTEX 1 50 100 0.5 0.002 125 4152 -26 2276.450304578775 2281.595653461413 50 GTEX 1 50 100 0.5 0.002 125 4152 -27 2275.742228710174 2283.6485038728315 50 GTEX 1 50 100 0.5 0.002 125 4152 -28 2275.115140813979 2281.7976538364424 50 GTEX 1 50 100 0.5 0.002 125 4152 -29 2274.5043333864924 2279.7007216536954 50 GTEX 1 50 100 0.5 0.002 125 4152 -30 2273.0031702177216 2283.9215343170745 50 GTEX 1 50 100 0.5 0.002 125 4152 -31 2273.186591184138 2279.9764422862704 50 GTEX 1 50 100 0.5 0.002 125 4152 -32 2273.023723186051 2279.4141330501425 50 GTEX 1 50 100 0.5 0.002 125 4152 -33 2273.5938071991027 2278.5691284643835 50 GTEX 1 50 100 0.5 0.002 125 4152 -34 2272.4444181515396 2279.6771797209185 50 GTEX 1 50 100 0.5 0.002 125 4152 -35 2273.37408857949 2281.497401712512 50 GTEX 1 50 100 0.5 0.002 125 4152 -36 2271.8159838843976 2277.8419444733245 50 GTEX 1 50 100 0.5 0.002 125 4152 -37 2271.865677551998 2282.8364694109437 50 GTEX 1 50 100 0.5 0.002 125 4152 -38 2272.1218010537837 2277.711241515417 50 GTEX 1 50 100 0.5 0.002 125 4152 -39 2271.0609744498984 2279.7806582142643 50 GTEX 1 50 100 0.5 0.002 125 4152 -40 2271.4172763520237 2279.5841853500774 50 GTEX 1 50 100 0.5 0.002 125 4152 -41 2270.6767910282097 2277.904515487613 50 GTEX 1 50 100 0.5 0.002 125 4152 -42 2270.9028275956116 2294.7242584808696 50 GTEX 1 50 100 0.5 0.002 125 4152 -43 2269.6366719694893 2280.6548714873456 50 GTEX 1 50 100 0.5 0.002 125 4152 -44 2269.7356733525835 2279.855844243851 50 GTEX 1 50 100 0.5 0.002 125 4152 -45 2270.1493797894577 2286.0066609545806 50 GTEX 1 50 100 0.5 0.002 125 4152 -46 2269.5105430737613 2276.854747467621 50 GTEX 1 50 100 0.5 0.002 125 4152 -47 2270.187943434884 2276.008267362761 50 GTEX 1 50 100 0.5 0.002 125 4152 -48 2269.189942850411 2275.3755444428766 50 GTEX 1 50 100 0.5 0.002 125 4152 -49 2268.4689733550176 2278.148463028012 50 GTEX 1 50 100 0.5 0.002 125 4152 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index c3d401c18..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2649.7864256935686 2512.3175109167064 50 GTEX 1 50 100 0.0 0.002 125 1150 -1 2385.9278139328144 2387.135032044617 50 GTEX 1 50 100 0.0 0.002 125 1150 -2 2348.9978675926905 2340.434774072451 50 GTEX 1 50 100 0.0 0.002 125 1150 -3 2331.458854219963 2331.790014926925 50 GTEX 1 50 100 0.0 0.002 125 1150 -4 2321.092834711201 2329.239279163201 50 GTEX 1 50 100 0.0 0.002 125 1150 -5 2311.4516716579633 2316.9907351881834 50 GTEX 1 50 100 0.0 0.002 125 1150 -6 2308.3479738881197 2314.47834876463 50 GTEX 1 50 100 0.0 0.002 125 1150 -7 2303.3490357335018 2309.099473148244 50 GTEX 1 50 100 0.0 0.002 125 1150 -8 2299.9615249641847 2304.3416696990853 50 GTEX 1 50 100 0.0 0.002 125 1150 -9 2297.374278589855 2310.0610511692757 50 GTEX 1 50 100 0.0 0.002 125 1150 -10 2293.8348650555054 2298.6293035586978 50 GTEX 1 50 100 0.0 0.002 125 1150 -11 2291.6336671082363 2301.8525084288854 50 GTEX 1 50 100 0.0 0.002 125 1150 -12 2290.409315361296 2295.0273516404764 50 GTEX 1 50 100 0.0 0.002 125 1150 -13 2289.067908822464 2309.8048241909014 50 GTEX 1 50 100 0.0 0.002 125 1150 -14 2287.9116444066394 2294.2454147048775 50 GTEX 1 50 100 0.0 0.002 125 1150 -15 2285.4970896539457 2292.7102570624406 50 GTEX 1 50 100 0.0 0.002 125 1150 -16 2284.853094213576 2292.6044624821766 50 GTEX 1 50 100 0.0 0.002 125 1150 -17 2283.166196403048 2290.681032594166 50 GTEX 1 50 100 0.0 0.002 125 1150 -18 2282.11486224558 2290.114316062782 50 GTEX 1 50 100 0.0 0.002 125 1150 -19 2280.5687214984455 2288.9269785137685 50 GTEX 1 50 100 0.0 0.002 125 1150 -20 2280.0302188946225 2292.881255059188 50 GTEX 1 50 100 0.0 0.002 125 1150 -21 2279.696783120395 2291.1108133874463 50 GTEX 1 50 100 0.0 0.002 125 1150 -22 2279.1093642203673 2287.302485824991 50 GTEX 1 50 100 0.0 0.002 125 1150 -23 2278.0036573126963 2285.427592810569 50 GTEX 1 50 100 0.0 0.002 125 1150 -24 2276.4934874256874 2284.768023704848 50 GTEX 1 50 100 0.0 0.002 125 1150 -25 2276.4707048012588 2287.93409758013 50 GTEX 1 50 100 0.0 0.002 125 1150 -26 2276.783054917947 2286.9841044030713 50 GTEX 1 50 100 0.0 0.002 125 1150 -27 2275.6306839609797 2286.4016544936726 50 GTEX 1 50 100 0.0 0.002 125 1150 -28 2274.5119704982603 2284.3174765699264 50 GTEX 1 50 100 0.0 0.002 125 1150 -29 2274.8322417880863 2287.974693385367 50 GTEX 1 50 100 0.0 0.002 125 1150 -30 2274.5458108852213 2281.4913571433876 50 GTEX 1 50 100 0.0 0.002 125 1150 -31 2273.527499796786 2283.5041153476263 50 GTEX 1 50 100 0.0 0.002 125 1150 -32 2273.6466410922894 2278.8623213967444 50 GTEX 1 50 100 0.0 0.002 125 1150 -33 2274.967433260149 2285.5318515327945 50 GTEX 1 50 100 0.0 0.002 125 1150 -34 2272.5391830358913 2280.4837186980158 50 GTEX 1 50 100 0.0 0.002 125 1150 -35 2272.3264072475026 2282.0556991054987 50 GTEX 1 50 100 0.0 0.002 125 1150 -36 2271.299562016825 2280.366063803321 50 GTEX 1 50 100 0.0 0.002 125 1150 -37 2273.151286030793 2281.004154567936 50 GTEX 1 50 100 0.0 0.002 125 1150 -38 2270.0896129936555 2277.915289004946 50 GTEX 1 50 100 0.0 0.002 125 1150 -39 2271.7689183324724 2283.416288310584 50 GTEX 1 50 100 0.0 0.002 125 1150 -40 2272.1074139321126 2279.989436044439 50 GTEX 1 50 100 0.0 0.002 125 1150 -41 2270.17050080316 2280.220677596988 50 GTEX 1 50 100 0.0 0.002 125 1150 -42 2270.5490802343006 2279.443982954714 50 GTEX 1 50 100 0.0 0.002 125 1150 -43 2270.3272571880034 2287.5810166275546 50 GTEX 1 50 100 0.0 0.002 125 1150 -44 2270.2467171119083 2276.8999868182627 50 GTEX 1 50 100 0.0 0.002 125 1150 -45 2269.818357982416 2280.2917345866504 50 GTEX 1 50 100 0.0 0.002 125 1150 -46 2269.8731994919026 2278.7306595138725 50 GTEX 1 50 100 0.0 0.002 125 1150 -47 2269.657330181073 2275.773344902938 50 GTEX 1 50 100 0.0 0.002 125 1150 -48 2268.8059826032204 2274.0996202824235 50 GTEX 1 50 100 0.0 0.002 125 1150 -49 2269.664854209854 2279.469162625505 50 GTEX 1 50 100 0.0 0.002 125 1150 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index 0166c8935..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_125z_0.002lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2649.2609432095946 2471.4667852713583 50 GTEX 1 50 100 1.0 0.002 125 2493 -1 2387.5277256275085 2375.7609273816242 50 GTEX 1 50 100 1.0 0.002 125 2493 -2 2349.457450392028 2354.1464788052517 50 GTEX 1 50 100 1.0 0.002 125 2493 -3 2332.9838053299454 2336.4724613088165 50 GTEX 1 50 100 1.0 0.002 125 2493 -4 2321.436864646395 2334.2885301249107 50 GTEX 1 50 100 1.0 0.002 125 2493 -5 2313.4192656326336 2326.743135749614 50 GTEX 1 50 100 1.0 0.002 125 2493 -6 2308.2923311785758 2315.0266261807865 50 GTEX 1 50 100 1.0 0.002 125 2493 -7 2302.9175428513604 2314.942418551717 50 GTEX 1 50 100 1.0 0.002 125 2493 -8 2299.4566189935267 2311.1267530782143 50 GTEX 1 50 100 1.0 0.002 125 2493 -9 2296.341073427556 2309.909999368762 50 GTEX 1 50 100 1.0 0.002 125 2493 -10 2294.1019407671056 2302.193319922618 50 GTEX 1 50 100 1.0 0.002 125 2493 -11 2291.2009768616476 2306.813697495841 50 GTEX 1 50 100 1.0 0.002 125 2493 -12 2289.536355058608 2300.1650743375712 50 GTEX 1 50 100 1.0 0.002 125 2493 -13 2288.1855995095216 2296.5431260953837 50 GTEX 1 50 100 1.0 0.002 125 2493 -14 2286.65450955354 2296.8011507099573 50 GTEX 1 50 100 1.0 0.002 125 2493 -15 2285.2974663840514 2302.7421127725465 50 GTEX 1 50 100 1.0 0.002 125 2493 -16 2284.836934951262 2295.231214167954 50 GTEX 1 50 100 1.0 0.002 125 2493 -17 2283.272342799948 2291.4937358899715 50 GTEX 1 50 100 1.0 0.002 125 2493 -18 2282.812538115543 2292.081120364113 50 GTEX 1 50 100 1.0 0.002 125 2493 -19 2282.017626659135 2294.3695207603078 50 GTEX 1 50 100 1.0 0.002 125 2493 -20 2280.2433320236164 2293.1668158121433 50 GTEX 1 50 100 1.0 0.002 125 2493 -21 2279.0413256554843 2289.3475727037785 50 GTEX 1 50 100 1.0 0.002 125 2493 -22 2278.4813329515932 2287.996314683341 50 GTEX 1 50 100 1.0 0.002 125 2493 -23 2276.9684632050394 2288.036156019784 50 GTEX 1 50 100 1.0 0.002 125 2493 -24 2277.1164882938347 2290.323887349988 50 GTEX 1 50 100 1.0 0.002 125 2493 -25 2276.660426024488 2289.3494873046875 50 GTEX 1 50 100 1.0 0.002 125 2493 -26 2276.5581401028326 2286.0845664136764 50 GTEX 1 50 100 1.0 0.002 125 2493 -27 2275.105942744369 2284.8420312685657 50 GTEX 1 50 100 1.0 0.002 125 2493 -28 2274.300820577607 2284.778539621331 50 GTEX 1 50 100 1.0 0.002 125 2493 -29 2274.5873593799515 2284.409525011882 50 GTEX 1 50 100 1.0 0.002 125 2493 -30 2274.218367813028 2285.1035081986693 50 GTEX 1 50 100 1.0 0.002 125 2493 -31 2273.358421079886 2288.804724631654 50 GTEX 1 50 100 1.0 0.002 125 2493 -32 2272.9289978614033 2290.2775540079906 50 GTEX 1 50 100 1.0 0.002 125 2493 -33 2272.2587647696437 2285.559392080561 50 GTEX 1 50 100 1.0 0.002 125 2493 -34 2272.4369207881655 2284.2432903101235 50 GTEX 1 50 100 1.0 0.002 125 2493 -35 2271.1813417351887 2284.5885469269842 50 GTEX 1 50 100 1.0 0.002 125 2493 -36 2273.08888654184 2287.668985693174 50 GTEX 1 50 100 1.0 0.002 125 2493 -37 2271.89664493479 2287.316631824798 50 GTEX 1 50 100 1.0 0.002 125 2493 -38 2271.3370474926883 2283.1464764845236 50 GTEX 1 50 100 1.0 0.002 125 2493 -39 2270.3590967926416 2281.6544959934945 50 GTEX 1 50 100 1.0 0.002 125 2493 -40 2270.946389173824 2290.8718584299995 50 GTEX 1 50 100 1.0 0.002 125 2493 -41 2270.571774300696 2279.0432203169557 50 GTEX 1 50 100 1.0 0.002 125 2493 -42 2270.3188243691493 2283.308839283062 50 GTEX 1 50 100 1.0 0.002 125 2493 -43 2269.648557906948 2279.6418020734313 50 GTEX 1 50 100 1.0 0.002 125 2493 -44 2270.3345913353623 2283.564864358068 50 GTEX 1 50 100 1.0 0.002 125 2493 -45 2269.5320874072436 2282.872925268833 50 GTEX 1 50 100 1.0 0.002 125 2493 -46 2270.886124116586 2281.9409544041855 50 GTEX 1 50 100 1.0 0.002 125 2493 -47 2269.671295813954 2280.806856452739 50 GTEX 1 50 100 1.0 0.002 125 2493 -48 2269.2923158859394 2280.7777573037965 50 GTEX 1 50 100 1.0 0.002 125 2493 -49 2268.612618225233 2277.3078049344253 50 GTEX 1 50 100 1.0 0.002 125 2493 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 4cbef1c6f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4778.069592379285 4577.92085016635 100 GTEX 1 100 100 0.5 0.0005 25 5497 -1 3724.6652655379376 3791.5359564371433 100 GTEX 1 100 100 0.5 0.0005 25 5497 -2 3192.223365900546 3034.5704331778757 100 GTEX 1 100 100 0.5 0.0005 25 5497 -3 2923.1880697474203 2736.1181130064756 100 GTEX 1 100 100 0.5 0.0005 25 5497 -4 2751.6994180958363 2667.0676065307152 100 GTEX 1 100 100 0.5 0.0005 25 5497 -5 2666.890970747688 2618.3155002376425 100 GTEX 1 100 100 0.5 0.0005 25 5497 -6 2617.2567577980585 2589.1812897308696 100 GTEX 1 100 100 0.5 0.0005 25 5497 -7 2579.3832743479406 2543.0842795716494 100 GTEX 1 100 100 0.5 0.0005 25 5497 -8 2556.5947105477826 2516.0084938658506 100 GTEX 1 100 100 0.5 0.0005 25 5497 -9 2535.0686417343222 2512.802624836621 100 GTEX 1 100 100 0.5 0.0005 25 5497 -10 2519.8307889360326 2518.9603016204255 100 GTEX 1 100 100 0.5 0.0005 25 5497 -11 2505.0783712810785 2496.756124866326 100 GTEX 1 100 100 0.5 0.0005 25 5497 -12 2489.8667272509524 2464.076984129931 100 GTEX 1 100 100 0.5 0.0005 25 5497 -13 2483.1578206027766 2456.016712029171 100 GTEX 1 100 100 0.5 0.0005 25 5497 -14 2475.2640194021005 2455.3647720859076 100 GTEX 1 100 100 0.5 0.0005 25 5497 -15 2464.213172236453 2456.9023001203063 100 GTEX 1 100 100 0.5 0.0005 25 5497 -16 2457.0180394055915 2447.4137942238 100 GTEX 1 100 100 0.5 0.0005 25 5497 -17 2448.6199672268226 2429.843091841433 100 GTEX 1 100 100 0.5 0.0005 25 5497 -18 2444.309830803094 2425.3453327367515 100 GTEX 1 100 100 0.5 0.0005 25 5497 -19 2439.276229914811 2413.9874170107532 100 GTEX 1 100 100 0.5 0.0005 25 5497 -20 2429.947535863683 2436.7606614261526 100 GTEX 1 100 100 0.5 0.0005 25 5497 -21 2426.394567070358 2404.5745390105158 100 GTEX 1 100 100 0.5 0.0005 25 5497 -22 2419.264673813477 2403.374421674489 100 GTEX 1 100 100 0.5 0.0005 25 5497 -23 2417.2249071816905 2400.3575406962927 100 GTEX 1 100 100 0.5 0.0005 25 5497 -24 2411.922976379298 2395.626899284102 100 GTEX 1 100 100 0.5 0.0005 25 5497 -25 2408.73892715114 2387.661873588997 100 GTEX 1 100 100 0.5 0.0005 25 5497 -26 2402.969117023278 2385.4553473294914 100 GTEX 1 100 100 0.5 0.0005 25 5497 -27 2400.783086147935 2388.229978612167 100 GTEX 1 100 100 0.5 0.0005 25 5497 -28 2396.7571242797762 2375.4529458397697 100 GTEX 1 100 100 0.5 0.0005 25 5497 -29 2393.8623145903202 2389.4579911032556 100 GTEX 1 100 100 0.5 0.0005 25 5497 -30 2389.7159710210467 2380.1051206407437 100 GTEX 1 100 100 0.5 0.0005 25 5497 -31 2386.2997589127444 2366.3766263664447 100 GTEX 1 100 100 0.5 0.0005 25 5497 -32 2383.448066051399 2366.764127666053 100 GTEX 1 100 100 0.5 0.0005 25 5497 -33 2381.3959066073267 2362.979002049667 100 GTEX 1 100 100 0.5 0.0005 25 5497 -34 2379.458556335907 2357.612872801806 100 GTEX 1 100 100 0.5 0.0005 25 5497 -35 2376.935422109779 2360.8106285646386 100 GTEX 1 100 100 0.5 0.0005 25 5497 -36 2373.7878058733627 2378.72151445164 100 GTEX 1 100 100 0.5 0.0005 25 5497 -37 2370.9670158717454 2351.625411233068 100 GTEX 1 100 100 0.5 0.0005 25 5497 -38 2367.8016587327197 2350.509455575689 100 GTEX 1 100 100 0.5 0.0005 25 5497 -39 2365.550053779535 2353.42852527923 100 GTEX 1 100 100 0.5 0.0005 25 5497 -40 2362.2092432924896 2344.221419765922 100 GTEX 1 100 100 0.5 0.0005 25 5497 -41 2361.7712010614996 2341.6730966314162 100 GTEX 1 100 100 0.5 0.0005 25 5497 -42 2357.50957295841 2338.856524217265 100 GTEX 1 100 100 0.5 0.0005 25 5497 -43 2357.1087801087 2336.6107024566304 100 GTEX 1 100 100 0.5 0.0005 25 5497 -44 2354.299268052635 2340.2376323743465 100 GTEX 1 100 100 0.5 0.0005 25 5497 -45 2352.2678000358565 2336.509919721364 100 GTEX 1 100 100 0.5 0.0005 25 5497 -46 2350.6600886580936 2337.9545165087334 100 GTEX 1 100 100 0.5 0.0005 25 5497 -47 2349.1668623935034 2332.7324506520317 100 GTEX 1 100 100 0.5 0.0005 25 5497 -48 2347.0083505532375 2334.336470339235 100 GTEX 1 100 100 0.5 0.0005 25 5497 -49 2345.874055492723 2327.7313738340663 100 GTEX 1 100 100 0.5 0.0005 25 5497 -50 2344.328768502801 2327.4533524313806 100 GTEX 1 100 100 0.5 0.0005 25 5497 -51 2342.318473386377 2325.3873462749525 100 GTEX 1 100 100 0.5 0.0005 25 5497 -52 2340.854812275536 2328.009009995841 100 GTEX 1 100 100 0.5 0.0005 25 5497 -53 2338.8384526616305 2324.83271911389 100 GTEX 1 100 100 0.5 0.0005 25 5497 -54 2338.242587223216 2320.945467524655 100 GTEX 1 100 100 0.5 0.0005 25 5497 -55 2336.7441467626854 2318.7063823743465 100 GTEX 1 100 100 0.5 0.0005 25 5497 -56 2334.6424114791016 2319.5379550484195 100 GTEX 1 100 100 0.5 0.0005 25 5497 -57 2333.7754469988677 2316.5709288854564 100 GTEX 1 100 100 0.5 0.0005 25 5497 -58 2331.650272693757 2314.1833031948076 100 GTEX 1 100 100 0.5 0.0005 25 5497 -59 2331.2462947463064 2313.5244660468156 100 GTEX 1 100 100 0.5 0.0005 25 5497 -60 2329.6973883013443 2313.0456283047174 100 GTEX 1 100 100 0.5 0.0005 25 5497 -61 2328.3631476908686 2312.857389384803 100 GTEX 1 100 100 0.5 0.0005 25 5497 -62 2327.684539314609 2314.1981140832936 100 GTEX 1 100 100 0.5 0.0005 25 5497 -63 2327.19314945584 2308.4333616771623 100 GTEX 1 100 100 0.5 0.0005 25 5497 -64 2325.5497967188244 2308.793908180846 100 GTEX 1 100 100 0.5 0.0005 25 5497 -65 2324.06702463471 2311.1368255035054 100 GTEX 1 100 100 0.5 0.0005 25 5497 -66 2323.6477361533816 2309.279463039152 100 GTEX 1 100 100 0.5 0.0005 25 5497 -67 2322.1169105562826 2307.961237338106 100 GTEX 1 100 100 0.5 0.0005 25 5497 -68 2321.869300282189 2303.2886679761764 100 GTEX 1 100 100 0.5 0.0005 25 5497 -69 2320.780165022248 2302.89858881149 100 GTEX 1 100 100 0.5 0.0005 25 5497 -70 2319.575841600469 2302.2391872623575 100 GTEX 1 100 100 0.5 0.0005 25 5497 -71 2318.443547863838 2302.851488236692 100 GTEX 1 100 100 0.5 0.0005 25 5497 -72 2317.726901104247 2300.805709548776 100 GTEX 1 100 100 0.5 0.0005 25 5497 -73 2316.6176410955904 2300.8183240999288 100 GTEX 1 100 100 0.5 0.0005 25 5497 -74 2316.243598961359 2301.653043681678 100 GTEX 1 100 100 0.5 0.0005 25 5497 -75 2315.394927440179 2303.29662064817 100 GTEX 1 100 100 0.5 0.0005 25 5497 -76 2314.4018078630043 2301.2611116474573 100 GTEX 1 100 100 0.5 0.0005 25 5497 -77 2313.796951772646 2299.475938688213 100 GTEX 1 100 100 0.5 0.0005 25 5497 -78 2313.240585254618 2299.0026994712453 100 GTEX 1 100 100 0.5 0.0005 25 5497 -79 2312.385236988932 2297.7285017006297 100 GTEX 1 100 100 0.5 0.0005 25 5497 -80 2311.631707948705 2294.628309358662 100 GTEX 1 100 100 0.5 0.0005 25 5497 -81 2310.867760058377 2293.791670998693 100 GTEX 1 100 100 0.5 0.0005 25 5497 -82 2310.214191221191 2293.073637639615 100 GTEX 1 100 100 0.5 0.0005 25 5497 -83 2309.3650744857136 2293.7905097062144 100 GTEX 1 100 100 0.5 0.0005 25 5497 -84 2309.2850681819496 2292.5647696723504 100 GTEX 1 100 100 0.5 0.0005 25 5497 -85 2308.4189000535166 2292.0478162874288 100 GTEX 1 100 100 0.5 0.0005 25 5497 -86 2307.666574876462 2290.41142151111 100 GTEX 1 100 100 0.5 0.0005 25 5497 -87 2307.5651939281684 2291.274127220473 100 GTEX 1 100 100 0.5 0.0005 25 5497 -88 2307.267216697847 2292.8556312009864 100 GTEX 1 100 100 0.5 0.0005 25 5497 -89 2306.050366053627 2290.7191779423124 100 GTEX 1 100 100 0.5 0.0005 25 5497 -90 2305.433300972086 2289.8859185628567 100 GTEX 1 100 100 0.5 0.0005 25 5497 -91 2305.2541496685444 2289.3745237865373 100 GTEX 1 100 100 0.5 0.0005 25 5497 -92 2304.6216199662726 2288.597922669617 100 GTEX 1 100 100 0.5 0.0005 25 5497 -93 2303.74127148912 2287.6627016248813 100 GTEX 1 100 100 0.5 0.0005 25 5497 -94 2303.226086442544 2288.1935468898528 100 GTEX 1 100 100 0.5 0.0005 25 5497 -95 2303.268183770144 2288.3415434514613 100 GTEX 1 100 100 0.5 0.0005 25 5497 -96 2302.6652895986963 2285.6091364291233 100 GTEX 1 100 100 0.5 0.0005 25 5497 -97 2302.243983443516 2287.786832744178 100 GTEX 1 100 100 0.5 0.0005 25 5497 -98 2301.802409902903 2285.456399083591 100 GTEX 1 100 100 0.5 0.0005 25 5497 -99 2301.0479577857213 2286.109396350701 100 GTEX 1 100 100 0.5 0.0005 25 5497 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 08a3ea857..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4780.458123448559 4877.1902607384745 100 GTEX 1 100 100 0.0 0.0005 25 6917 -1 3670.7558580855703 3783.814587727246 100 GTEX 1 100 100 0.0 0.0005 25 6917 -2 3127.6989143156406 3152.174696077412 100 GTEX 1 100 100 0.0 0.0005 25 6917 -3 2855.890386249191 2718.9813719774834 100 GTEX 1 100 100 0.0 0.0005 25 6917 -4 2730.9127078509146 2747.8534525011883 100 GTEX 1 100 100 0.0 0.0005 25 6917 -5 2646.7825968609295 2545.3628997222554 100 GTEX 1 100 100 0.0 0.0005 25 6917 -6 2604.9850498101546 2532.2798714873456 100 GTEX 1 100 100 0.0 0.0005 25 6917 -7 2574.660031510568 2528.2304808177873 100 GTEX 1 100 100 0.0 0.0005 25 6917 -8 2549.4385871439936 2482.2344826817966 100 GTEX 1 100 100 0.0 0.0005 25 6917 -9 2531.637052505991 2483.259508488296 100 GTEX 1 100 100 0.0 0.0005 25 6917 -10 2519.16746138519 2469.3611350403994 100 GTEX 1 100 100 0.0 0.0005 25 6917 -11 2503.990396017911 2459.402320542716 100 GTEX 1 100 100 0.0 0.0005 25 6917 -12 2495.238834544297 2440.9899271105633 100 GTEX 1 100 100 0.0 0.0005 25 6917 -13 2485.1972403006002 2432.540017711799 100 GTEX 1 100 100 0.0 0.0005 25 6917 -14 2475.8379310357277 2420.1194998737524 100 GTEX 1 100 100 0.0 0.0005 25 6917 -15 2467.7911191919957 2416.0874376188212 100 GTEX 1 100 100 0.0 0.0005 25 6917 -16 2459.0921475225205 2440.087370781844 100 GTEX 1 100 100 0.0 0.0005 25 6917 -17 2455.263573027317 2400.9407991474573 100 GTEX 1 100 100 0.0 0.0005 25 6917 -18 2446.5143274726515 2405.3859584793845 100 GTEX 1 100 100 0.0 0.0005 25 6917 -19 2441.426121324197 2392.0909177830918 100 GTEX 1 100 100 0.0 0.0005 25 6917 -20 2439.258126605082 2433.6418596274953 100 GTEX 1 100 100 0.0 0.0005 25 6917 -21 2429.217143937906 2374.292326372386 100 GTEX 1 100 100 0.0 0.0005 25 6917 -22 2424.641299681212 2382.1520030670745 100 GTEX 1 100 100 0.0 0.0005 25 6917 -23 2421.5777414978097 2375.064400212393 100 GTEX 1 100 100 0.0 0.0005 25 6917 -24 2413.261528378595 2367.4675571456155 100 GTEX 1 100 100 0.0 0.0005 25 6917 -25 2411.9162001939717 2360.6891263664447 100 GTEX 1 100 100 0.0 0.0005 25 6917 -26 2406.7867070729244 2360.6073197629516 100 GTEX 1 100 100 0.0 0.0005 25 6917 -27 2403.699326133708 2356.6476076075332 100 GTEX 1 100 100 0.0 0.0005 25 6917 -28 2400.6155143617716 2349.1896295003567 100 GTEX 1 100 100 0.0 0.0005 25 6917 -29 2396.082908526411 2358.3428087125712 100 GTEX 1 100 100 0.0 0.0005 25 6917 -30 2393.5761678261906 2351.1866998128567 100 GTEX 1 100 100 0.0 0.0005 25 6917 -31 2391.5915282352103 2338.2805250044557 100 GTEX 1 100 100 0.0 0.0005 25 6917 -32 2387.8568746668116 2337.9445299503923 100 GTEX 1 100 100 0.0 0.0005 25 6917 -33 2384.6722677087187 2333.799916082462 100 GTEX 1 100 100 0.0 0.0005 25 6917 -34 2381.3125449495205 2335.476477097196 100 GTEX 1 100 100 0.0 0.0005 25 6917 -35 2378.846557991122 2330.41135281755 100 GTEX 1 100 100 0.0 0.0005 25 6917 -36 2375.5064231136776 2335.4240212096006 100 GTEX 1 100 100 0.0 0.0005 25 6917 -37 2373.6412093695535 2331.950540636882 100 GTEX 1 100 100 0.0 0.0005 25 6917 -38 2372.108970892723 2324.7304306900546 100 GTEX 1 100 100 0.0 0.0005 25 6917 -39 2369.2858032600498 2321.0891178261645 100 GTEX 1 100 100 0.0 0.0005 25 6917 -40 2366.810137661581 2328.546346802222 100 GTEX 1 100 100 0.0 0.0005 25 6917 -41 2363.939989218304 2318.8984542092444 100 GTEX 1 100 100 0.0 0.0005 25 6917 -42 2362.5935186763063 2315.29743197481 100 GTEX 1 100 100 0.0 0.0005 25 6917 -43 2360.7775914752397 2312.1815942104326 100 GTEX 1 100 100 0.0 0.0005 25 6917 -44 2358.47746731863 2308.3661171800736 100 GTEX 1 100 100 0.0 0.0005 25 6917 -45 2356.7394110225405 2310.636843141041 100 GTEX 1 100 100 0.0 0.0005 25 6917 -46 2355.5056856372385 2310.1532014912073 100 GTEX 1 100 100 0.0 0.0005 25 6917 -47 2352.9393556441123 2306.6848432301567 100 GTEX 1 100 100 0.0 0.0005 25 6917 -48 2351.814810658075 2309.209607258496 100 GTEX 1 100 100 0.0 0.0005 25 6917 -49 2350.389055892962 2308.2738338804065 100 GTEX 1 100 100 0.0 0.0005 25 6917 -50 2347.1157629122463 2301.6064248900902 100 GTEX 1 100 100 0.0 0.0005 25 6917 -51 2346.7899266500162 2301.120661166231 100 GTEX 1 100 100 0.0 0.0005 25 6917 -52 2344.8165540444356 2295.7646437960434 100 GTEX 1 100 100 0.0 0.0005 25 6917 -53 2343.2252274760353 2297.9309379084484 100 GTEX 1 100 100 0.0 0.0005 25 6917 -54 2342.3476302808854 2293.3765511748456 100 GTEX 1 100 100 0.0 0.0005 25 6917 -55 2340.637448954056 2293.9504561623694 100 GTEX 1 100 100 0.0 0.0005 25 6917 -56 2339.14721597164 2293.089786195936 100 GTEX 1 100 100 0.0 0.0005 25 6917 -57 2338.171161610108 2310.615568559886 100 GTEX 1 100 100 0.0 0.0005 25 6917 -58 2337.037086397362 2289.4424347968156 100 GTEX 1 100 100 0.0 0.0005 25 6917 -59 2335.2129003215114 2288.6337510025546 100 GTEX 1 100 100 0.0 0.0005 25 6917 -60 2334.4386132162626 2289.011085655299 100 GTEX 1 100 100 0.0 0.0005 25 6917 -61 2333.19132661482 2287.0399796518536 100 GTEX 1 100 100 0.0 0.0005 25 6917 -62 2331.4534398529513 2284.536699998515 100 GTEX 1 100 100 0.0 0.0005 25 6917 -63 2330.468274123064 2283.010529608781 100 GTEX 1 100 100 0.0 0.0005 25 6917 -64 2329.461108736268 2283.061193894071 100 GTEX 1 100 100 0.0 0.0005 25 6917 -65 2327.6169988564307 2281.490425603018 100 GTEX 1 100 100 0.0 0.0005 25 6917 -66 2327.2948668937165 2282.92782349097 100 GTEX 1 100 100 0.0 0.0005 25 6917 -67 2326.185203061457 2279.625713856048 100 GTEX 1 100 100 0.0 0.0005 25 6917 -68 2325.091676906458 2278.22236755139 100 GTEX 1 100 100 0.0 0.0005 25 6917 -69 2324.174257040905 2276.6149057598623 100 GTEX 1 100 100 0.0 0.0005 25 6917 -70 2323.283845518891 2276.1002591789447 100 GTEX 1 100 100 0.0 0.0005 25 6917 -71 2322.2479030777968 2276.049658945758 100 GTEX 1 100 100 0.0 0.0005 25 6917 -72 2321.7229259729106 2275.4057347983007 100 GTEX 1 100 100 0.0 0.0005 25 6917 -73 2320.860544873805 2273.3707289314993 100 GTEX 1 100 100 0.0 0.0005 25 6917 -74 2319.7764183520717 2274.030196389318 100 GTEX 1 100 100 0.0 0.0005 25 6917 -75 2318.5506961734263 2270.5433289270436 100 GTEX 1 100 100 0.0 0.0005 25 6917 -76 2318.3297238412874 2274.1805721616565 100 GTEX 1 100 100 0.0 0.0005 25 6917 -77 2317.398893648661 2270.4069406487642 100 GTEX 1 100 100 0.0 0.0005 25 6917 -78 2316.7483330768227 2272.0225676910054 100 GTEX 1 100 100 0.0 0.0005 25 6917 -79 2316.410212675445 2268.4793631550024 100 GTEX 1 100 100 0.0 0.0005 25 6917 -80 2315.6217038823593 2271.454175825808 100 GTEX 1 100 100 0.0 0.0005 25 6917 -81 2314.208307192295 2267.2357015283387 100 GTEX 1 100 100 0.0 0.0005 25 6917 -82 2313.8947509172485 2266.629673018655 100 GTEX 1 100 100 0.0 0.0005 25 6917 -83 2313.091045679028 2266.489979094879 100 GTEX 1 100 100 0.0 0.0005 25 6917 -84 2312.717791618459 2268.2803709080918 100 GTEX 1 100 100 0.0 0.0005 25 6917 -85 2311.9991097777147 2263.7537345161004 100 GTEX 1 100 100 0.0 0.0005 25 6917 -86 2310.9444577886093 2264.2982126678353 100 GTEX 1 100 100 0.0 0.0005 25 6917 -87 2310.6816063777464 2268.3945832343156 100 GTEX 1 100 100 0.0 0.0005 25 6917 -88 2309.889069715649 2264.253685316659 100 GTEX 1 100 100 0.0 0.0005 25 6917 -89 2310.1180153654636 2267.155666104741 100 GTEX 1 100 100 0.0 0.0005 25 6917 -90 2309.490126578675 2262.523936920746 100 GTEX 1 100 100 0.0 0.0005 25 6917 -91 2308.6475086464 2263.0336162146505 100 GTEX 1 100 100 0.0 0.0005 25 6917 -92 2308.1028439352654 2260.8676321515563 100 GTEX 1 100 100 0.0 0.0005 25 6917 -93 2307.772338931659 2261.265532170865 100 GTEX 1 100 100 0.0 0.0005 25 6917 -94 2306.637204968162 2260.3892195668964 100 GTEX 1 100 100 0.0 0.0005 25 6917 -95 2306.0790514036835 2261.941247512179 100 GTEX 1 100 100 0.0 0.0005 25 6917 -96 2305.5969009020646 2259.525800001485 100 GTEX 1 100 100 0.0 0.0005 25 6917 -97 2305.3204276718634 2258.5095149863355 100 GTEX 1 100 100 0.0 0.0005 25 6917 -98 2304.894096841124 2258.056293444035 100 GTEX 1 100 100 0.0 0.0005 25 6917 -99 2304.4269679637573 2258.525689534815 100 GTEX 1 100 100 0.0 0.0005 25 6917 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index 02eacb547..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4775.199388542107 4508.767162250475 100 GTEX 1 100 100 1.0 0.0005 25 2047 -1 3675.3864447203937 3669.280076639734 100 GTEX 1 100 100 1.0 0.0005 25 2047 -2 3127.7111446597805 3028.284046013546 100 GTEX 1 100 100 1.0 0.0005 25 2047 -3 2863.510490542394 2745.029729458769 100 GTEX 1 100 100 1.0 0.0005 25 2047 -4 2726.799207578381 2784.3089427875475 100 GTEX 1 100 100 1.0 0.0005 25 2047 -5 2653.4842879892817 2592.5882164552636 100 GTEX 1 100 100 1.0 0.0005 25 2047 -6 2608.874579723274 2574.010897212155 100 GTEX 1 100 100 1.0 0.0005 25 2047 -7 2579.0710086888994 2668.258034361633 100 GTEX 1 100 100 1.0 0.0005 25 2047 -8 2553.6117340632672 2606.1051865494296 100 GTEX 1 100 100 1.0 0.0005 25 2047 -9 2537.626567018162 2500.2958158195697 100 GTEX 1 100 100 1.0 0.0005 25 2047 -10 2525.072074015742 2510.7136954536004 100 GTEX 1 100 100 1.0 0.0005 25 2047 -11 2507.460118995796 2506.0400381342088 100 GTEX 1 100 100 1.0 0.0005 25 2047 -12 2497.068608080206 2469.200527640803 100 GTEX 1 100 100 1.0 0.0005 25 2047 -13 2487.073243889547 2469.542281814401 100 GTEX 1 100 100 1.0 0.0005 25 2047 -14 2476.633234195099 2442.4801280670745 100 GTEX 1 100 100 1.0 0.0005 25 2047 -15 2469.3466159123054 2461.5628137624763 100 GTEX 1 100 100 1.0 0.0005 25 2047 -16 2457.6817209822607 2435.1166695134266 100 GTEX 1 100 100 1.0 0.0005 25 2047 -17 2451.306145483984 2429.099009698788 100 GTEX 1 100 100 1.0 0.0005 25 2047 -18 2447.451124295043 2424.8008220948195 100 GTEX 1 100 100 1.0 0.0005 25 2047 -19 2439.1303822602113 2427.358674140031 100 GTEX 1 100 100 1.0 0.0005 25 2047 -20 2432.4949880382183 2418.1281246286835 100 GTEX 1 100 100 1.0 0.0005 25 2047 -21 2429.8609977473147 2402.95368197481 100 GTEX 1 100 100 1.0 0.0005 25 2047 -22 2422.203159943546 2402.7705783626425 100 GTEX 1 100 100 1.0 0.0005 25 2047 -23 2421.2823089570597 2401.618238325808 100 GTEX 1 100 100 1.0 0.0005 25 2047 -24 2414.6965875396936 2401.2658635708767 100 GTEX 1 100 100 1.0 0.0005 25 2047 -25 2410.4582017685198 2403.8433926078305 100 GTEX 1 100 100 1.0 0.0005 25 2047 -26 2405.4163512893474 2382.0056718601472 100 GTEX 1 100 100 1.0 0.0005 25 2047 -27 2401.3094434326144 2381.394018833175 100 GTEX 1 100 100 1.0 0.0005 25 2047 -28 2398.71591738077 2381.30430225909 100 GTEX 1 100 100 1.0 0.0005 25 2047 -29 2393.1762094696132 2379.530045077828 100 GTEX 1 100 100 1.0 0.0005 25 2047 -30 2393.595782141254 2385.5475378000237 100 GTEX 1 100 100 1.0 0.0005 25 2047 -31 2389.0408986221464 2371.047654764734 100 GTEX 1 100 100 1.0 0.0005 25 2047 -32 2386.1816415533895 2364.0608662072245 100 GTEX 1 100 100 1.0 0.0005 25 2047 -33 2382.4905048715686 2359.806531086621 100 GTEX 1 100 100 1.0 0.0005 25 2047 -34 2380.0773223299934 2368.1586719121315 100 GTEX 1 100 100 1.0 0.0005 25 2047 -35 2376.8785303296568 2358.2331580100404 100 GTEX 1 100 100 1.0 0.0005 25 2047 -36 2373.940022949786 2356.7527022561194 100 GTEX 1 100 100 1.0 0.0005 25 2047 -37 2371.4623345713235 2354.336030329135 100 GTEX 1 100 100 1.0 0.0005 25 2047 -38 2369.8790876985518 2350.8589563406013 100 GTEX 1 100 100 1.0 0.0005 25 2047 -39 2368.4384683359385 2348.878476451105 100 GTEX 1 100 100 1.0 0.0005 25 2047 -40 2364.9149489055735 2344.350755814817 100 GTEX 1 100 100 1.0 0.0005 25 2047 -41 2361.862643394901 2346.3973978136883 100 GTEX 1 100 100 1.0 0.0005 25 2047 -42 2360.200450206969 2343.162899350939 100 GTEX 1 100 100 1.0 0.0005 25 2047 -43 2358.844520150589 2340.326959066065 100 GTEX 1 100 100 1.0 0.0005 25 2047 -44 2356.4700853076392 2357.191251225345 100 GTEX 1 100 100 1.0 0.0005 25 2047 -45 2354.8386925987147 2341.130347886466 100 GTEX 1 100 100 1.0 0.0005 25 2047 -46 2352.326120787794 2344.29571277923 100 GTEX 1 100 100 1.0 0.0005 25 2047 -47 2350.264122504902 2342.2763467650902 100 GTEX 1 100 100 1.0 0.0005 25 2047 -48 2348.1826864040877 2331.732079335492 100 GTEX 1 100 100 1.0 0.0005 25 2047 -49 2346.9838834435986 2330.25211836086 100 GTEX 1 100 100 1.0 0.0005 25 2047 -50 2345.817247009761 2328.257212823788 100 GTEX 1 100 100 1.0 0.0005 25 2047 -51 2343.687383925536 2324.549427801212 100 GTEX 1 100 100 1.0 0.0005 25 2047 -52 2341.7093593411655 2331.5666912354445 100 GTEX 1 100 100 1.0 0.0005 25 2047 -53 2340.3305584633626 2324.0941333843275 100 GTEX 1 100 100 1.0 0.0005 25 2047 -54 2339.3631620035385 2319.3215137090065 100 GTEX 1 100 100 1.0 0.0005 25 2047 -55 2337.907490405611 2318.9008074278163 100 GTEX 1 100 100 1.0 0.0005 25 2047 -56 2336.4464410346877 2318.4350678766637 100 GTEX 1 100 100 1.0 0.0005 25 2047 -57 2334.482798388481 2319.270887483662 100 GTEX 1 100 100 1.0 0.0005 25 2047 -58 2332.64944103737 2319.933692148883 100 GTEX 1 100 100 1.0 0.0005 25 2047 -59 2332.694047930476 2318.0894065247744 100 GTEX 1 100 100 1.0 0.0005 25 2047 -60 2330.741610867025 2316.068739046162 100 GTEX 1 100 100 1.0 0.0005 25 2047 -61 2330.2198699212972 2313.3768556544082 100 GTEX 1 100 100 1.0 0.0005 25 2047 -62 2330.1537102102616 2310.4577989469462 100 GTEX 1 100 100 1.0 0.0005 25 2047 -63 2326.9676682974 2311.89657349097 100 GTEX 1 100 100 1.0 0.0005 25 2047 -64 2326.8791625628414 2311.2741875594106 100 GTEX 1 100 100 1.0 0.0005 25 2047 -65 2325.5584765666263 2310.630758191243 100 GTEX 1 100 100 1.0 0.0005 25 2047 -66 2324.6329528673205 2306.6318424355395 100 GTEX 1 100 100 1.0 0.0005 25 2047 -67 2323.2790325676942 2306.2851441822127 100 GTEX 1 100 100 1.0 0.0005 25 2047 -68 2322.7243300845207 2306.747860288439 100 GTEX 1 100 100 1.0 0.0005 25 2047 -69 2320.8956289673174 2304.0539755005348 100 GTEX 1 100 100 1.0 0.0005 25 2047 -70 2320.1500499318768 2305.884231857474 100 GTEX 1 100 100 1.0 0.0005 25 2047 -71 2319.369960392845 2304.3944746242278 100 GTEX 1 100 100 1.0 0.0005 25 2047 -72 2318.963195523554 2303.9110678321053 100 GTEX 1 100 100 1.0 0.0005 25 2047 -73 2317.474820119395 2304.097180964829 100 GTEX 1 100 100 1.0 0.0005 25 2047 -74 2316.986955638872 2300.7264557464946 100 GTEX 1 100 100 1.0 0.0005 25 2047 -75 2315.8600218295296 2299.8680173924668 100 GTEX 1 100 100 1.0 0.0005 25 2047 -76 2315.9161659725064 2300.1179254916233 100 GTEX 1 100 100 1.0 0.0005 25 2047 -77 2314.398257547187 2298.4480658121433 100 GTEX 1 100 100 1.0 0.0005 25 2047 -78 2313.635718204107 2298.1830135679065 100 GTEX 1 100 100 1.0 0.0005 25 2047 -79 2313.1052778886115 2299.6302030730158 100 GTEX 1 100 100 1.0 0.0005 25 2047 -80 2312.0913746899178 2300.626411931143 100 GTEX 1 100 100 1.0 0.0005 25 2047 -81 2311.684816722521 2297.677070646685 100 GTEX 1 100 100 1.0 0.0005 25 2047 -82 2310.618960594821 2293.9005586457342 100 GTEX 1 100 100 1.0 0.0005 25 2047 -83 2310.3949209156644 2295.4173959942373 100 GTEX 1 100 100 1.0 0.0005 25 2047 -84 2309.225911234832 2293.612951706571 100 GTEX 1 100 100 1.0 0.0005 25 2047 -85 2308.9733970273796 2292.5474050543608 100 GTEX 1 100 100 1.0 0.0005 25 2047 -86 2308.398306983923 2292.6098781339115 100 GTEX 1 100 100 1.0 0.0005 25 2047 -87 2307.811212246529 2292.423841121079 100 GTEX 1 100 100 1.0 0.0005 25 2047 -88 2307.3343336815137 2291.4673371405656 100 GTEX 1 100 100 1.0 0.0005 25 2047 -89 2306.715522428444 2290.164518291053 100 GTEX 1 100 100 1.0 0.0005 25 2047 -90 2305.9520510855555 2289.3914966655775 100 GTEX 1 100 100 1.0 0.0005 25 2047 -91 2305.5493526908026 2291.326070691243 100 GTEX 1 100 100 1.0 0.0005 25 2047 -92 2304.8820873762975 2289.436324783151 100 GTEX 1 100 100 1.0 0.0005 25 2047 -93 2304.762892517883 2289.123113711977 100 GTEX 1 100 100 1.0 0.0005 25 2047 -94 2304.0370669785507 2288.0435990598266 100 GTEX 1 100 100 1.0 0.0005 25 2047 -95 2304.0071029010314 2287.6907220992753 100 GTEX 1 100 100 1.0 0.0005 25 2047 -96 2303.255217084263 2288.102424882664 100 GTEX 1 100 100 1.0 0.0005 25 2047 -97 2302.741848844176 2287.03815463106 100 GTEX 1 100 100 1.0 0.0005 25 2047 -98 2302.425921694686 2286.882368776735 100 GTEX 1 100 100 1.0 0.0005 25 2047 -99 2301.556172458854 2285.1840625371315 100 GTEX 1 100 100 1.0 0.0005 25 2047 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 57a24fc6c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4775.827181292169 4600.499675098027 100 GTEX 1 50 100 0.5 0.0005 25 4339 -1 3694.216628114437 3663.1718471512595 100 GTEX 1 50 100 0.5 0.0005 25 4339 -2 3144.0791163651534 2999.063096891338 100 GTEX 1 50 100 0.5 0.0005 25 4339 -3 2878.9552408252434 2772.538429405299 100 GTEX 1 50 100 0.5 0.0005 25 4339 -4 2734.9471736112946 2755.4731083278875 100 GTEX 1 50 100 0.5 0.0005 25 4339 -5 2659.0732303247464 2730.502561155834 100 GTEX 1 50 100 0.5 0.0005 25 4339 -6 2609.429961839069 2654.9505072183933 100 GTEX 1 50 100 0.5 0.0005 25 4339 -7 2575.6425314734324 2603.411666580026 100 GTEX 1 50 100 0.5 0.0005 25 4339 -8 2552.687669585798 2558.0967864410054 100 GTEX 1 50 100 0.5 0.0005 25 4339 -9 2528.821944763306 2551.088421607652 100 GTEX 1 50 100 0.5 0.0005 25 4339 -10 2514.398112073725 2515.7296444272815 100 GTEX 1 50 100 0.5 0.0005 25 4339 -11 2504.094901306017 2508.2552903324026 100 GTEX 1 50 100 0.5 0.0005 25 4339 -12 2491.412829005732 2516.7890355795507 100 GTEX 1 50 100 0.5 0.0005 25 4339 -13 2482.787281333349 2512.070102706155 100 GTEX 1 50 100 0.5 0.0005 25 4339 -14 2478.3443254466997 2475.5774176419914 100 GTEX 1 50 100 0.5 0.0005 25 4339 -15 2467.1843083261674 2480.737296332878 100 GTEX 1 50 100 0.5 0.0005 25 4339 -16 2459.930823358649 2498.9264199144486 100 GTEX 1 50 100 0.5 0.0005 25 4339 -17 2454.0146185485187 2455.458350352008 100 GTEX 1 50 100 0.5 0.0005 25 4339 -18 2447.1694738755345 2474.390118152923 100 GTEX 1 50 100 0.5 0.0005 25 4339 -19 2439.2899563842657 2438.948550380228 100 GTEX 1 50 100 0.5 0.0005 25 4339 -20 2430.6993864532305 2435.479770674905 100 GTEX 1 50 100 0.5 0.0005 25 4339 -21 2426.9843474835698 2467.356391471602 100 GTEX 1 50 100 0.5 0.0005 25 4339 -22 2421.940919387123 2435.966749532141 100 GTEX 1 50 100 0.5 0.0005 25 4339 -23 2417.295296738011 2434.011528450273 100 GTEX 1 50 100 0.5 0.0005 25 4339 -24 2414.931400997379 2424.8663706036123 100 GTEX 1 50 100 0.5 0.0005 25 4339 -25 2408.285143149394 2415.2080486573195 100 GTEX 1 50 100 0.5 0.0005 25 4339 -26 2405.502258719846 2419.174968995069 100 GTEX 1 50 100 0.5 0.0005 25 4339 -27 2399.2550593870073 2411.8734293310363 100 GTEX 1 50 100 0.5 0.0005 25 4339 -28 2399.106941407694 2409.234373143417 100 GTEX 1 50 100 0.5 0.0005 25 4339 -29 2393.1128495747153 2404.6291986617753 100 GTEX 1 50 100 0.5 0.0005 25 4339 -30 2391.4839447172994 2398.9912722047293 100 GTEX 1 50 100 0.5 0.0005 25 4339 -31 2385.845754031686 2402.1000382456036 100 GTEX 1 50 100 0.5 0.0005 25 4339 -32 2383.3657455049447 2398.2504530061788 100 GTEX 1 50 100 0.5 0.0005 25 4339 -33 2380.950589697477 2401.9340885292895 100 GTEX 1 50 100 0.5 0.0005 25 4339 -34 2375.1088054331 2388.8734961680134 100 GTEX 1 50 100 0.5 0.0005 25 4339 -35 2374.954102155638 2388.022092405834 100 GTEX 1 50 100 0.5 0.0005 25 4339 -36 2371.543453343481 2387.3045955991565 100 GTEX 1 50 100 0.5 0.0005 25 4339 -37 2369.2305123069364 2381.896673746435 100 GTEX 1 50 100 0.5 0.0005 25 4339 -38 2366.6054336775114 2381.15103021774 100 GTEX 1 50 100 0.5 0.0005 25 4339 -39 2363.42627760308 2380.9477613325807 100 GTEX 1 50 100 0.5 0.0005 25 4339 -40 2362.380042675998 2372.4578694970887 100 GTEX 1 50 100 0.5 0.0005 25 4339 -41 2358.5404274387347 2370.226127131357 100 GTEX 1 50 100 0.5 0.0005 25 4339 -42 2357.5752815237715 2371.677200607474 100 GTEX 1 50 100 0.5 0.0005 25 4339 -43 2355.230430660246 2371.253806922826 100 GTEX 1 50 100 0.5 0.0005 25 4339 -44 2353.219599785769 2364.1322648081036 100 GTEX 1 50 100 0.5 0.0005 25 4339 -45 2351.4561657847653 2369.2936287651496 100 GTEX 1 50 100 0.5 0.0005 25 4339 -46 2349.9675623578532 2361.5425073891993 100 GTEX 1 50 100 0.5 0.0005 25 4339 -47 2348.256649743847 2358.616510775606 100 GTEX 1 50 100 0.5 0.0005 25 4339 -48 2345.84499868375 2364.805340088819 100 GTEX 1 50 100 0.5 0.0005 25 4339 -49 2343.5832591739313 2354.698239402626 100 GTEX 1 50 100 0.5 0.0005 25 4339 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index 8391ea51b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4773.963150393513 4550.9403034398765 100 GTEX 1 50 100 0.0 0.0005 25 7237 -1 3699.182485588302 3567.027003995366 100 GTEX 1 50 100 0.0 0.0005 25 7237 -2 3161.8547016424654 2833.2006446055134 100 GTEX 1 50 100 0.0 0.0005 25 7237 -3 2884.780152953186 2838.9673687024715 100 GTEX 1 50 100 0.0 0.0005 25 7237 -4 2750.470440777627 2855.2108864439756 100 GTEX 1 50 100 0.0 0.0005 25 7237 -5 2659.1936586516404 2679.3513545627375 100 GTEX 1 50 100 0.0 0.0005 25 7237 -6 2609.141407039131 2614.8762615479445 100 GTEX 1 50 100 0.0 0.0005 25 7237 -7 2575.4059979422764 2605.844793399477 100 GTEX 1 50 100 0.0 0.0005 25 7237 -8 2550.6703990929427 2535.532996116029 100 GTEX 1 50 100 0.0 0.0005 25 7237 -9 2530.4917618592463 2552.492973762773 100 GTEX 1 50 100 0.0 0.0005 25 7237 -10 2515.0604059403304 2506.8771276437737 100 GTEX 1 50 100 0.0 0.0005 25 7237 -11 2498.6646282501883 2518.517137186609 100 GTEX 1 50 100 0.0 0.0005 25 7237 -12 2490.2196224539434 2496.8369706882722 100 GTEX 1 50 100 0.0 0.0005 25 7237 -13 2478.4833053922507 2477.5272304984555 100 GTEX 1 50 100 0.0 0.0005 25 7237 -14 2470.2976143332185 2487.6316437811906 100 GTEX 1 50 100 0.0 0.0005 25 7237 -15 2460.211002848299 2467.582532527329 100 GTEX 1 50 100 0.0 0.0005 25 7237 -16 2452.518998947619 2476.1592743732176 100 GTEX 1 50 100 0.0 0.0005 25 7237 -17 2444.085984435242 2450.5453711680134 100 GTEX 1 50 100 0.0 0.0005 25 7237 -18 2440.869420508617 2441.6454465452707 100 GTEX 1 50 100 0.0 0.0005 25 7237 -19 2432.3705648517134 2446.2204237093038 100 GTEX 1 50 100 0.0 0.0005 25 7237 -20 2428.001578880915 2445.530374621257 100 GTEX 1 50 100 0.0 0.0005 25 7237 -21 2424.6480286991987 2434.112748410765 100 GTEX 1 50 100 0.0 0.0005 25 7237 -22 2418.403276033483 2422.981566918667 100 GTEX 1 50 100 0.0 0.0005 25 7237 -23 2412.4610656435266 2420.2759708070935 100 GTEX 1 50 100 0.0 0.0005 25 7237 -24 2411.3124514916535 2420.6038293874763 100 GTEX 1 50 100 0.0 0.0005 25 7237 -25 2405.4908772588747 2425.9433296696766 100 GTEX 1 50 100 0.0 0.0005 25 7237 -26 2402.7404977023393 2408.9369727305134 100 GTEX 1 50 100 0.0 0.0005 25 7237 -27 2397.1149985898796 2409.5359647917658 100 GTEX 1 50 100 0.0 0.0005 25 7237 -28 2394.1583198957564 2417.0874032720412 100 GTEX 1 50 100 0.0 0.0005 25 7237 -29 2393.304377985288 2403.3533578154706 100 GTEX 1 50 100 0.0 0.0005 25 7237 -30 2386.737355594186 2392.002725463403 100 GTEX 1 50 100 0.0 0.0005 25 7237 -31 2385.3696197770873 2403.475784591849 100 GTEX 1 50 100 0.0 0.0005 25 7237 -32 2380.490398184153 2402.935413201046 100 GTEX 1 50 100 0.0 0.0005 25 7237 -33 2379.3853581179605 2391.0938177652683 100 GTEX 1 50 100 0.0 0.0005 25 7237 -34 2377.8998838017505 2382.8695806350997 100 GTEX 1 50 100 0.0 0.0005 25 7237 -35 2372.583354127537 2383.780530574204 100 GTEX 1 50 100 0.0 0.0005 25 7237 -36 2370.422200503641 2376.8238427920032 100 GTEX 1 50 100 0.0 0.0005 25 7237 -37 2366.539799434879 2379.027003995366 100 GTEX 1 50 100 0.0 0.0005 25 7237 -38 2365.6535804936307 2372.964833538795 100 GTEX 1 50 100 0.0 0.0005 25 7237 -39 2363.2678201251715 2372.2380333962096 100 GTEX 1 50 100 0.0 0.0005 25 7237 -40 2361.153292151355 2373.8178878029944 100 GTEX 1 50 100 0.0 0.0005 25 7237 -41 2358.906156490556 2366.205457796162 100 GTEX 1 50 100 0.0 0.0005 25 7237 -42 2356.43860060564 2366.3760944555015 100 GTEX 1 50 100 0.0 0.0005 25 7237 -43 2353.8279740851444 2368.3243793444035 100 GTEX 1 50 100 0.0 0.0005 25 7237 -44 2352.2562084494166 2359.819235682034 100 GTEX 1 50 100 0.0 0.0005 25 7237 -45 2350.359818615404 2361.500862382664 100 GTEX 1 50 100 0.0 0.0005 25 7237 -46 2347.8608202959954 2359.768034844344 100 GTEX 1 50 100 0.0 0.0005 25 7237 -47 2347.107058848954 2358.1008161537547 100 GTEX 1 50 100 0.0 0.0005 25 7237 -48 2344.5394290332947 2351.5560205263782 100 GTEX 1 50 100 0.0 0.0005 25 7237 -49 2343.4460723609395 2350.620326981345 100 GTEX 1 50 100 0.0 0.0005 25 7237 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index f954b80c1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4765.442396996227 4470.064640639853 100 GTEX 1 50 100 1.0 0.0005 25 3531 -1 3672.002215962356 3540.3876600374288 100 GTEX 1 50 100 1.0 0.0005 25 3531 -2 3132.0926498843432 3003.6747285676092 100 GTEX 1 50 100 1.0 0.0005 25 3531 -3 2864.0029587770346 2758.9292029319154 100 GTEX 1 50 100 1.0 0.0005 25 3531 -4 2727.1935378320745 2648.978911077115 100 GTEX 1 50 100 1.0 0.0005 25 3531 -5 2653.4533664844 2634.509910438451 100 GTEX 1 50 100 1.0 0.0005 25 3531 -6 2604.71513771419 2576.612973057272 100 GTEX 1 50 100 1.0 0.0005 25 3531 -7 2569.727089850971 2549.2436913319866 100 GTEX 1 50 100 1.0 0.0005 25 3531 -8 2543.7287337191447 2562.530162042538 100 GTEX 1 50 100 1.0 0.0005 25 3531 -9 2529.288669404453 2546.9495909948314 100 GTEX 1 50 100 1.0 0.0005 25 3531 -10 2511.3873684420637 2515.8132593423243 100 GTEX 1 50 100 1.0 0.0005 25 3531 -11 2501.6640970051394 2498.0112657438212 100 GTEX 1 50 100 1.0 0.0005 25 3531 -12 2491.44137102278 2487.041892860326 100 GTEX 1 50 100 1.0 0.0005 25 3531 -13 2480.0497465084304 2474.398700206452 100 GTEX 1 50 100 1.0 0.0005 25 3531 -14 2473.895008081114 2483.5177015877493 100 GTEX 1 50 100 1.0 0.0005 25 3531 -15 2464.049125261187 2466.676703971602 100 GTEX 1 50 100 1.0 0.0005 25 3531 -16 2459.573140193608 2473.414779140922 100 GTEX 1 50 100 1.0 0.0005 25 3531 -17 2451.0375358409888 2442.8272524061313 100 GTEX 1 50 100 1.0 0.0005 25 3531 -18 2444.2823791278256 2437.2893688361455 100 GTEX 1 50 100 1.0 0.0005 25 3531 -19 2440.0402179579805 2448.3867066822127 100 GTEX 1 50 100 1.0 0.0005 25 3531 -20 2431.7761030607144 2428.0950626039685 100 GTEX 1 50 100 1.0 0.0005 25 3531 -21 2427.895135579926 2473.081520689758 100 GTEX 1 50 100 1.0 0.0005 25 3531 -22 2423.1817993537998 2420.099025479741 100 GTEX 1 50 100 1.0 0.0005 25 3531 -23 2420.08240962026 2423.1128867261764 100 GTEX 1 50 100 1.0 0.0005 25 3531 -24 2413.034516306025 2411.5923260010695 100 GTEX 1 50 100 1.0 0.0005 25 3531 -25 2410.6024411174176 2409.9685448476116 100 GTEX 1 50 100 1.0 0.0005 25 3531 -26 2406.462877137565 2398.9105377777446 100 GTEX 1 50 100 1.0 0.0005 25 3531 -27 2402.608250462544 2402.803381394071 100 GTEX 1 50 100 1.0 0.0005 25 3531 -28 2399.5700256534624 2400.9077510471125 100 GTEX 1 50 100 1.0 0.0005 25 3531 -29 2395.9993937617182 2402.21755343245 100 GTEX 1 50 100 1.0 0.0005 25 3531 -30 2392.3954631208658 2389.535577694273 100 GTEX 1 50 100 1.0 0.0005 25 3531 -31 2388.6251080542115 2404.101673894962 100 GTEX 1 50 100 1.0 0.0005 25 3531 -32 2385.9448510130997 2388.0605663691185 100 GTEX 1 50 100 1.0 0.0005 25 3531 -33 2382.2765049243835 2379.6082146358126 100 GTEX 1 50 100 1.0 0.0005 25 3531 -34 2380.756406815286 2373.597423248871 100 GTEX 1 50 100 1.0 0.0005 25 3531 -35 2375.316495375383 2374.0349585239424 100 GTEX 1 50 100 1.0 0.0005 25 3531 -36 2374.3216945623612 2378.0539402254635 100 GTEX 1 50 100 1.0 0.0005 25 3531 -37 2371.0497083670994 2376.352073060242 100 GTEX 1 50 100 1.0 0.0005 25 3531 -38 2368.665309920109 2367.105435331511 100 GTEX 1 50 100 1.0 0.0005 25 3531 -39 2366.569810421852 2363.0699402551686 100 GTEX 1 50 100 1.0 0.0005 25 3531 -40 2363.578414296454 2364.9907514332817 100 GTEX 1 50 100 1.0 0.0005 25 3531 -41 2361.283047542409 2359.2908791661716 100 GTEX 1 50 100 1.0 0.0005 25 3531 -42 2359.044473282397 2368.6340963269367 100 GTEX 1 50 100 1.0 0.0005 25 3531 -43 2355.9209190683755 2356.6216572228495 100 GTEX 1 50 100 1.0 0.0005 25 3531 -44 2354.331467279225 2352.100597076996 100 GTEX 1 50 100 1.0 0.0005 25 3531 -45 2353.0780558865663 2353.343946797766 100 GTEX 1 50 100 1.0 0.0005 25 3531 -46 2350.0806668012488 2346.4477102765563 100 GTEX 1 50 100 1.0 0.0005 25 3531 -47 2349.8439688678022 2351.211947480989 100 GTEX 1 50 100 1.0 0.0005 25 3531 -48 2348.4779728008725 2346.458031019784 100 GTEX 1 50 100 1.0 0.0005 25 3531 -49 2345.685018466697 2343.720847938451 100 GTEX 1 50 100 1.0 0.0005 25 3531 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 1c1b42a61..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4994.284790516152 4991.6499218378685 150 GTEX 1 100 100 0.5 0.0005 25 1491 -1 4097.463518964108 4103.090015948045 150 GTEX 1 100 100 0.5 0.0005 25 1491 -2 3558.7401709866344 3498.6720954691955 150 GTEX 1 100 100 0.5 0.0005 25 1491 -3 3194.0294418842673 3045.6367131802517 150 GTEX 1 100 100 0.5 0.0005 25 1491 -4 2983.4956949551733 2920.699998050588 150 GTEX 1 100 100 0.5 0.0005 25 1491 -5 2840.618864867558 2844.490433029349 150 GTEX 1 100 100 0.5 0.0005 25 1491 -6 2744.4701385868757 2835.525327965334 150 GTEX 1 100 100 0.5 0.0005 25 1491 -7 2687.443912359834 2698.8162187351472 150 GTEX 1 100 100 0.5 0.0005 25 1491 -8 2650.5325191856828 2619.379473436015 150 GTEX 1 100 100 0.5 0.0005 25 1491 -9 2610.5177617397935 2644.8364011815293 150 GTEX 1 100 100 0.5 0.0005 25 1491 -10 2587.5402587555373 2585.0850969321828 150 GTEX 1 100 100 0.5 0.0005 25 1491 -11 2567.3111378464337 2636.3621380592026 150 GTEX 1 100 100 0.5 0.0005 25 1491 -12 2551.515122663966 2519.8856201171875 150 GTEX 1 100 100 0.5 0.0005 25 1491 -13 2534.8331476124713 2533.334969756268 150 GTEX 1 100 100 0.5 0.0005 25 1491 -14 2532.035622817253 2591.4013532631297 150 GTEX 1 100 100 0.5 0.0005 25 1491 -15 2516.8910786213787 2503.7615038505523 150 GTEX 1 100 100 0.5 0.0005 25 1491 -16 2504.9884847477997 2505.2643430296457 150 GTEX 1 100 100 0.5 0.0005 25 1491 -17 2492.3636174043304 2503.7411041839946 150 GTEX 1 100 100 0.5 0.0005 25 1491 -18 2489.10451787294 2479.472218560629 150 GTEX 1 100 100 0.5 0.0005 25 1491 -19 2481.6611724237814 2462.6446259357176 150 GTEX 1 100 100 0.5 0.0005 25 1491 -20 2471.947799655217 2464.6461269828305 150 GTEX 1 100 100 0.5 0.0005 25 1491 -21 2467.1492422073056 2455.655274829937 150 GTEX 1 100 100 0.5 0.0005 25 1491 -22 2460.2004719983315 2466.1997845435776 150 GTEX 1 100 100 0.5 0.0005 25 1491 -23 2456.7360244900874 2451.4731626329312 150 GTEX 1 100 100 0.5 0.0005 25 1491 -24 2453.602387348198 2445.776258577412 150 GTEX 1 100 100 0.5 0.0005 25 1491 -25 2448.049039746207 2440.5267519642643 150 GTEX 1 100 100 0.5 0.0005 25 1491 -26 2441.8534005305023 2437.8987512624763 150 GTEX 1 100 100 0.5 0.0005 25 1491 -27 2438.27768119376 2428.8748148058758 150 GTEX 1 100 100 0.5 0.0005 25 1491 -28 2435.8811513792566 2430.618260140655 150 GTEX 1 100 100 0.5 0.0005 25 1491 -29 2430.490126346577 2435.870978177727 150 GTEX 1 100 100 0.5 0.0005 25 1491 -30 2426.524165537814 2435.4852981857475 150 GTEX 1 100 100 0.5 0.0005 25 1491 -31 2426.0930681753475 2420.9017180816304 150 GTEX 1 100 100 0.5 0.0005 25 1491 -32 2419.792699620227 2420.5427552429896 150 GTEX 1 100 100 0.5 0.0005 25 1491 -33 2416.8317923702484 2422.6801702115017 150 GTEX 1 100 100 0.5 0.0005 25 1491 -34 2413.934899374967 2423.087468252436 150 GTEX 1 100 100 0.5 0.0005 25 1491 -35 2410.204492182342 2418.844493561371 150 GTEX 1 100 100 0.5 0.0005 25 1491 -36 2407.3558823216913 2403.9010413572364 150 GTEX 1 100 100 0.5 0.0005 25 1491 -37 2405.9563042695186 2400.4650888189162 150 GTEX 1 100 100 0.5 0.0005 25 1491 -38 2403.3707110988335 2394.322638333977 150 GTEX 1 100 100 0.5 0.0005 25 1491 -39 2400.619126776525 2407.411764978909 150 GTEX 1 100 100 0.5 0.0005 25 1491 -40 2398.6639351817084 2394.7425527826463 150 GTEX 1 100 100 0.5 0.0005 25 1491 -41 2394.213236089013 2390.2897429375594 150 GTEX 1 100 100 0.5 0.0005 25 1491 -42 2393.0372936345084 2387.132813892437 150 GTEX 1 100 100 0.5 0.0005 25 1491 -43 2389.23361642849 2386.808679152804 150 GTEX 1 100 100 0.5 0.0005 25 1491 -44 2388.041818578681 2382.2472128052223 150 GTEX 1 100 100 0.5 0.0005 25 1491 -45 2384.742782778129 2393.7815182762 150 GTEX 1 100 100 0.5 0.0005 25 1491 -46 2385.268335922852 2378.818800313391 150 GTEX 1 100 100 0.5 0.0005 25 1491 -47 2382.614598840875 2377.2570109204194 150 GTEX 1 100 100 0.5 0.0005 25 1491 -48 2380.4730978023167 2375.3916224490554 150 GTEX 1 100 100 0.5 0.0005 25 1491 -49 2377.5577536091655 2372.8099982548124 150 GTEX 1 100 100 0.5 0.0005 25 1491 -50 2376.53249556333 2375.8678957863 150 GTEX 1 100 100 0.5 0.0005 25 1491 -51 2372.790674261373 2373.6658448193916 150 GTEX 1 100 100 0.5 0.0005 25 1491 -52 2372.9088677486598 2368.8970705909874 150 GTEX 1 100 100 0.5 0.0005 25 1491 -53 2369.594980012808 2365.351552288795 150 GTEX 1 100 100 0.5 0.0005 25 1491 -54 2369.243025397227 2364.1254465081392 150 GTEX 1 100 100 0.5 0.0005 25 1491 -55 2365.82942433255 2366.617310034458 150 GTEX 1 100 100 0.5 0.0005 25 1491 -56 2364.5567767114135 2362.115004622891 150 GTEX 1 100 100 0.5 0.0005 25 1491 -57 2363.234385934364 2357.9246037124226 150 GTEX 1 100 100 0.5 0.0005 25 1491 -58 2361.0136754080377 2358.245512639615 150 GTEX 1 100 100 0.5 0.0005 25 1491 -59 2361.0579739984946 2357.8124521929954 150 GTEX 1 100 100 0.5 0.0005 25 1491 -60 2358.616777719232 2357.9103270556084 150 GTEX 1 100 100 0.5 0.0005 25 1491 -61 2357.4314955125783 2351.8321602824976 150 GTEX 1 100 100 0.5 0.0005 25 1491 -62 2355.0921619125565 2368.861667879634 150 GTEX 1 100 100 0.5 0.0005 25 1491 -63 2355.5628588740824 2354.0219865806203 150 GTEX 1 100 100 0.5 0.0005 25 1491 -64 2351.986203205048 2352.345967223889 150 GTEX 1 100 100 0.5 0.0005 25 1491 -65 2351.538417166209 2348.4474573171638 150 GTEX 1 100 100 0.5 0.0005 25 1491 -66 2349.789680987864 2347.34709927519 150 GTEX 1 100 100 0.5 0.0005 25 1491 -67 2348.737549782303 2345.8485450889675 150 GTEX 1 100 100 0.5 0.0005 25 1491 -68 2348.6522861640683 2347.258730580145 150 GTEX 1 100 100 0.5 0.0005 25 1491 -69 2346.0330544795406 2349.6550585380523 150 GTEX 1 100 100 0.5 0.0005 25 1491 -70 2345.781083250947 2345.420834385397 150 GTEX 1 100 100 0.5 0.0005 25 1491 -71 2344.081437312878 2340.542906090334 150 GTEX 1 100 100 0.5 0.0005 25 1491 -72 2342.9331589542953 2344.2707825867396 150 GTEX 1 100 100 0.5 0.0005 25 1491 -73 2342.790870461001 2339.0911596029882 150 GTEX 1 100 100 0.5 0.0005 25 1491 -74 2340.971649463267 2342.904375779765 150 GTEX 1 100 100 0.5 0.0005 25 1491 -75 2339.49826450495 2337.5541727624463 150 GTEX 1 100 100 0.5 0.0005 25 1491 -76 2339.1738844730794 2337.6361353188868 150 GTEX 1 100 100 0.5 0.0005 25 1491 -77 2337.524693327191 2337.586281896091 150 GTEX 1 100 100 0.5 0.0005 25 1491 -78 2337.407710021283 2336.650714598681 150 GTEX 1 100 100 0.5 0.0005 25 1491 -79 2335.1660117051338 2334.915304553826 150 GTEX 1 100 100 0.5 0.0005 25 1491 -80 2335.464896874505 2333.8898809744833 150 GTEX 1 100 100 0.5 0.0005 25 1491 -81 2333.6379999789565 2332.857155455383 150 GTEX 1 100 100 0.5 0.0005 25 1491 -82 2333.2055477353074 2330.258979362227 150 GTEX 1 100 100 0.5 0.0005 25 1491 -83 2332.179101376822 2332.7907849445996 150 GTEX 1 100 100 0.5 0.0005 25 1491 -84 2330.6449546213576 2329.7984489179835 150 GTEX 1 100 100 0.5 0.0005 25 1491 -85 2330.3541985327734 2328.264349991831 150 GTEX 1 100 100 0.5 0.0005 25 1491 -86 2329.1183515713715 2328.9827890142287 150 GTEX 1 100 100 0.5 0.0005 25 1491 -87 2328.651260422718 2337.383540744564 150 GTEX 1 100 100 0.5 0.0005 25 1491 -88 2327.8770068168537 2325.693250764912 150 GTEX 1 100 100 0.5 0.0005 25 1491 -89 2327.433976504321 2326.7072475418845 150 GTEX 1 100 100 0.5 0.0005 25 1491 -90 2325.977612714726 2324.9453607711503 150 GTEX 1 100 100 0.5 0.0005 25 1491 -91 2325.6052387673135 2325.832985533508 150 GTEX 1 100 100 0.5 0.0005 25 1491 -92 2324.7661915754234 2325.0604229481046 150 GTEX 1 100 100 0.5 0.0005 25 1491 -93 2323.386536244116 2322.7814765030894 150 GTEX 1 100 100 0.5 0.0005 25 1491 -94 2322.9275769614187 2322.7204223168665 150 GTEX 1 100 100 0.5 0.0005 25 1491 -95 2322.044578035668 2324.8214097403757 150 GTEX 1 100 100 0.5 0.0005 25 1491 -96 2321.969307755724 2324.1148825525784 150 GTEX 1 100 100 0.5 0.0005 25 1491 -97 2320.312596604075 2320.195691242871 150 GTEX 1 100 100 0.5 0.0005 25 1491 -98 2320.103765490693 2319.9734954253804 150 GTEX 1 100 100 0.5 0.0005 25 1491 -99 2319.5889311432147 2319.5205370536773 150 GTEX 1 100 100 0.5 0.0005 25 1491 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index 0e15a32ff..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5003.587635472645 4954.811533648704 150 GTEX 1 100 100 0.0 0.0005 25 2982 -1 4064.193963343885 4058.664717873693 150 GTEX 1 100 100 0.0 0.0005 25 2982 -2 3492.6088655205253 3369.777804646655 150 GTEX 1 100 100 0.0 0.0005 25 2982 -3 3148.3964811514256 3090.662617614514 150 GTEX 1 100 100 0.0 0.0005 25 2982 -4 2919.662856057968 2975.499997215126 150 GTEX 1 100 100 0.0 0.0005 25 2982 -5 2808.4670334853554 2863.476718452947 150 GTEX 1 100 100 0.0 0.0005 25 2982 -6 2713.2052785023798 2753.2254049206867 150 GTEX 1 100 100 0.0 0.0005 25 2982 -7 2658.56838506044 2729.8607196300204 150 GTEX 1 100 100 0.0 0.0005 25 2982 -8 2620.6027600965444 2623.3120265714115 150 GTEX 1 100 100 0.0 0.0005 25 2982 -9 2597.4349658321753 2634.766246955204 150 GTEX 1 100 100 0.0 0.0005 25 2982 -10 2574.7775298920756 2606.393026025576 150 GTEX 1 100 100 0.0 0.0005 25 2982 -11 2555.5694775168845 2697.5399137431677 150 GTEX 1 100 100 0.0 0.0005 25 2982 -12 2540.4292894530427 2606.9063432932808 150 GTEX 1 100 100 0.0 0.0005 25 2982 -13 2527.7269661430823 2555.291944844641 150 GTEX 1 100 100 0.0 0.0005 25 2982 -14 2519.607585477844 2575.771127446976 150 GTEX 1 100 100 0.0 0.0005 25 2982 -15 2509.223258078432 2615.544457729325 150 GTEX 1 100 100 0.0 0.0005 25 2982 -16 2504.840490476375 2533.8885781175736 150 GTEX 1 100 100 0.0 0.0005 25 2982 -17 2492.913299879681 2529.528345840512 150 GTEX 1 100 100 0.0 0.0005 25 2982 -18 2486.831115368063 2536.389446998277 150 GTEX 1 100 100 0.0 0.0005 25 2982 -19 2479.062412911916 2511.6283826936788 150 GTEX 1 100 100 0.0 0.0005 25 2982 -20 2472.9841584273827 2501.3122080523704 150 GTEX 1 100 100 0.0 0.0005 25 2982 -21 2469.267200966804 2533.380333962096 150 GTEX 1 100 100 0.0 0.0005 25 2982 -22 2459.1458531991475 2518.944822362167 150 GTEX 1 100 100 0.0 0.0005 25 2982 -23 2456.1918612897516 2482.0145723176092 150 GTEX 1 100 100 0.0 0.0005 25 2982 -24 2449.7308238589476 2479.837409305935 150 GTEX 1 100 100 0.0 0.0005 25 2982 -25 2444.2474726145756 2496.5381063599098 150 GTEX 1 100 100 0.0 0.0005 25 2982 -26 2441.295523729221 2470.252932472374 150 GTEX 1 100 100 0.0 0.0005 25 2982 -27 2441.1582188044654 2478.9598996702707 150 GTEX 1 100 100 0.0 0.0005 25 2982 -28 2434.03243483119 2490.904491352038 150 GTEX 1 100 100 0.0 0.0005 25 2982 -29 2431.1105255065704 2483.837836319956 150 GTEX 1 100 100 0.0 0.0005 25 2982 -30 2426.873046642903 2458.8292310591432 150 GTEX 1 100 100 0.0 0.0005 25 2982 -31 2423.517015417866 2454.3772381104445 150 GTEX 1 100 100 0.0 0.0005 25 2982 -32 2419.4938958138714 2464.3618400776795 150 GTEX 1 100 100 0.0 0.0005 25 2982 -33 2414.818419178751 2442.298392756357 150 GTEX 1 100 100 0.0 0.0005 25 2982 -34 2413.934123421944 2439.1428988496614 150 GTEX 1 100 100 0.0 0.0005 25 2982 -35 2407.6368254632043 2436.9158541023053 150 GTEX 1 100 100 0.0 0.0005 25 2982 -36 2406.8127501493677 2436.5571279779588 150 GTEX 1 100 100 0.0 0.0005 25 2982 -37 2403.466597193912 2434.5474064467976 150 GTEX 1 100 100 0.0 0.0005 25 2982 -38 2401.5138621174624 2437.5472811274653 150 GTEX 1 100 100 0.0 0.0005 25 2982 -39 2398.5268848935366 2428.8173350054954 150 GTEX 1 100 100 0.0 0.0005 25 2982 -40 2397.3882488646827 2433.0247320022872 150 GTEX 1 100 100 0.0 0.0005 25 2982 -41 2394.95408394889 2427.8510069176273 150 GTEX 1 100 100 0.0 0.0005 25 2982 -42 2392.0269372443836 2427.6783345153576 150 GTEX 1 100 100 0.0 0.0005 25 2982 -43 2388.2822577666993 2421.373645158775 150 GTEX 1 100 100 0.0 0.0005 25 2982 -44 2387.8016408096464 2416.438319681262 150 GTEX 1 100 100 0.0 0.0005 25 2982 -45 2385.208597675024 2412.697022876812 150 GTEX 1 100 100 0.0 0.0005 25 2982 -46 2382.988882717392 2416.1579998291945 150 GTEX 1 100 100 0.0 0.0005 25 2982 -47 2380.001408985654 2413.787453771091 150 GTEX 1 100 100 0.0 0.0005 25 2982 -48 2378.9029158957596 2413.116700611187 150 GTEX 1 100 100 0.0 0.0005 25 2982 -49 2376.8252643227793 2406.4617200496077 150 GTEX 1 100 100 0.0 0.0005 25 2982 -50 2372.7440500812445 2413.102763244861 150 GTEX 1 100 100 0.0 0.0005 25 2982 -51 2373.463819220714 2402.5832301382784 150 GTEX 1 100 100 0.0 0.0005 25 2982 -52 2371.1201102761565 2411.7329848837035 150 GTEX 1 100 100 0.0 0.0005 25 2982 -53 2369.1500482814067 2401.1009252279882 150 GTEX 1 100 100 0.0 0.0005 25 2982 -54 2366.4190547077183 2398.447801249109 150 GTEX 1 100 100 0.0 0.0005 25 2982 -55 2365.777965358284 2399.318192282557 150 GTEX 1 100 100 0.0 0.0005 25 2982 -56 2363.1416704954136 2398.704911960848 150 GTEX 1 100 100 0.0 0.0005 25 2982 -57 2361.018179179774 2388.5784879619177 150 GTEX 1 100 100 0.0 0.0005 25 2982 -58 2360.093973200286 2395.125663728315 150 GTEX 1 100 100 0.0 0.0005 25 2982 -59 2359.3363896256405 2389.8466550877793 150 GTEX 1 100 100 0.0 0.0005 25 2982 -60 2356.2943754146804 2391.9750057554065 150 GTEX 1 100 100 0.0 0.0005 25 2982 -61 2356.1120000726205 2389.6872261540516 150 GTEX 1 100 100 0.0 0.0005 25 2982 -62 2355.7535582071273 2385.871502198194 150 GTEX 1 100 100 0.0 0.0005 25 2982 -63 2352.4239672544677 2389.4146872400784 150 GTEX 1 100 100 0.0 0.0005 25 2982 -64 2350.5382912405016 2388.7136439334304 150 GTEX 1 100 100 0.0 0.0005 25 2982 -65 2349.641896584022 2382.790228433935 150 GTEX 1 100 100 0.0 0.0005 25 2982 -66 2348.4827116614374 2381.0795800966907 150 GTEX 1 100 100 0.0 0.0005 25 2982 -67 2348.019454657874 2382.9440537369296 150 GTEX 1 100 100 0.0 0.0005 25 2982 -68 2346.4496533909733 2375.794002402418 150 GTEX 1 100 100 0.0 0.0005 25 2982 -69 2345.8194424443955 2379.7754560695403 150 GTEX 1 100 100 0.0 0.0005 25 2982 -70 2343.5860783057265 2376.0384809254692 150 GTEX 1 100 100 0.0 0.0005 25 2982 -71 2342.415718437236 2375.190382808787 150 GTEX 1 100 100 0.0 0.0005 25 2982 -72 2341.4921176902744 2375.473798976652 150 GTEX 1 100 100 0.0 0.0005 25 2982 -73 2341.390500054259 2374.266373202828 150 GTEX 1 100 100 0.0 0.0005 25 2982 -74 2338.529230598312 2373.1734716611218 150 GTEX 1 100 100 0.0 0.0005 25 2982 -75 2337.494241200519 2369.4655014444215 150 GTEX 1 100 100 0.0 0.0005 25 2982 -76 2336.437827463574 2367.6789513649596 150 GTEX 1 100 100 0.0 0.0005 25 2982 -77 2336.23745900645 2370.27075891531 150 GTEX 1 100 100 0.0 0.0005 25 2982 -78 2334.2855877705533 2367.592518157379 150 GTEX 1 100 100 0.0 0.0005 25 2982 -79 2332.795218237529 2380.1920662651496 150 GTEX 1 100 100 0.0 0.0005 25 2982 -80 2332.194994758726 2365.812208980662 150 GTEX 1 100 100 0.0 0.0005 25 2982 -81 2331.6966355838454 2365.7148019768892 150 GTEX 1 100 100 0.0 0.0005 25 2982 -82 2331.0775770955192 2364.2581155871258 150 GTEX 1 100 100 0.0 0.0005 25 2982 -83 2329.695315182014 2360.7824052585847 150 GTEX 1 100 100 0.0 0.0005 25 2982 -84 2328.480292923362 2362.38181876411 150 GTEX 1 100 100 0.0 0.0005 25 2982 -85 2327.053103384 2364.015386893269 150 GTEX 1 100 100 0.0 0.0005 25 2982 -86 2326.4521407267102 2357.635455345473 150 GTEX 1 100 100 0.0 0.0005 25 2982 -87 2325.246517714495 2360.099232488712 150 GTEX 1 100 100 0.0 0.0005 25 2982 -88 2324.661247055974 2356.7285402247207 150 GTEX 1 100 100 0.0 0.0005 25 2982 -89 2323.781239117213 2356.4399168065293 150 GTEX 1 100 100 0.0 0.0005 25 2982 -90 2323.386755988731 2356.4255166869652 150 GTEX 1 100 100 0.0 0.0005 25 2982 -91 2322.4019830449274 2361.066404393417 150 GTEX 1 100 100 0.0 0.0005 25 2982 -92 2321.6077089278465 2354.3125988630286 150 GTEX 1 100 100 0.0 0.0005 25 2982 -93 2320.859365690317 2352.6626668139556 150 GTEX 1 100 100 0.0 0.0005 25 2982 -94 2320.333477397019 2352.054666149299 150 GTEX 1 100 100 0.0 0.0005 25 2982 -95 2319.7624800808894 2350.9572503267586 150 GTEX 1 100 100 0.0 0.0005 25 2982 -96 2318.4854406620943 2354.9157125378742 150 GTEX 1 100 100 0.0 0.0005 25 2982 -97 2318.564471254382 2353.9702895712035 150 GTEX 1 100 100 0.0 0.0005 25 2982 -98 2317.233531300339 2349.138065236603 150 GTEX 1 100 100 0.0 0.0005 25 2982 -99 2316.3313544541234 2349.301935116148 150 GTEX 1 100 100 0.0 0.0005 25 2982 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index 3dd66a557..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5011.625354128981 4815.892823193916 150 GTEX 1 100 100 1.0 0.0005 25 9433 -1 4087.1978065923486 3812.2850675981763 150 GTEX 1 100 100 1.0 0.0005 25 9433 -2 3499.9518484129903 3524.94710038914 150 GTEX 1 100 100 1.0 0.0005 25 9433 -3 3151.6557284772516 3262.3642610615198 150 GTEX 1 100 100 1.0 0.0005 25 9433 -4 2954.9281478177486 2947.0176746673005 150 GTEX 1 100 100 1.0 0.0005 25 9433 -5 2802.012067463376 2949.7042681907974 150 GTEX 1 100 100 1.0 0.0005 25 9433 -6 2722.5179984275146 2790.136579970443 150 GTEX 1 100 100 1.0 0.0005 25 9433 -7 2678.6252047356525 2668.9002769093095 150 GTEX 1 100 100 1.0 0.0005 25 9433 -8 2632.6779476466772 2666.2640176635277 150 GTEX 1 100 100 1.0 0.0005 25 9433 -9 2600.906634017962 2619.166159510159 150 GTEX 1 100 100 1.0 0.0005 25 9433 -10 2583.3264382711823 2774.053468189312 150 GTEX 1 100 100 1.0 0.0005 25 9433 -11 2567.3421001230836 2579.699725597077 150 GTEX 1 100 100 1.0 0.0005 25 9433 -12 2550.2492151499123 2565.8894405002375 150 GTEX 1 100 100 1.0 0.0005 25 9433 -13 2544.1682624563036 2523.491540945075 150 GTEX 1 100 100 1.0 0.0005 25 9433 -14 2529.1864275297166 2525.1680898920213 150 GTEX 1 100 100 1.0 0.0005 25 9433 -15 2521.4721807341043 2508.092674110326 150 GTEX 1 100 100 1.0 0.0005 25 9433 -16 2507.33781594123 2494.889408474186 150 GTEX 1 100 100 1.0 0.0005 25 9433 -17 2498.5414487444464 2494.518586249406 150 GTEX 1 100 100 1.0 0.0005 25 9433 -18 2490.730094093298 2484.0712073728614 150 GTEX 1 100 100 1.0 0.0005 25 9433 -19 2488.628868160246 2472.114640732682 150 GTEX 1 100 100 1.0 0.0005 25 9433 -20 2481.7991422042937 2492.426526667954 150 GTEX 1 100 100 1.0 0.0005 25 9433 -21 2475.7266260173083 2487.46528051108 150 GTEX 1 100 100 1.0 0.0005 25 9433 -22 2469.19943986141 2448.5896720161004 150 GTEX 1 100 100 1.0 0.0005 25 9433 -23 2463.2899103000473 2455.870112081898 150 GTEX 1 100 100 1.0 0.0005 25 9433 -24 2459.3789400588475 2456.847594518625 150 GTEX 1 100 100 1.0 0.0005 25 9433 -25 2451.3530998870665 2463.5826972990435 150 GTEX 1 100 100 1.0 0.0005 25 9433 -26 2448.942806158069 2458.799870596186 150 GTEX 1 100 100 1.0 0.0005 25 9433 -27 2442.220662353232 2433.6674999628685 150 GTEX 1 100 100 1.0 0.0005 25 9433 -28 2437.6256464427006 2433.3065542939044 150 GTEX 1 100 100 1.0 0.0005 25 9433 -29 2435.0995523822057 2424.1797385560244 150 GTEX 1 100 100 1.0 0.0005 25 9433 -30 2433.0983339226887 2429.149319840928 150 GTEX 1 100 100 1.0 0.0005 25 9433 -31 2427.706782390062 2416.5407120737286 150 GTEX 1 100 100 1.0 0.0005 25 9433 -32 2424.636161149008 2436.7933080404882 150 GTEX 1 100 100 1.0 0.0005 25 9433 -33 2420.1600451527347 2418.8044025145555 150 GTEX 1 100 100 1.0 0.0005 25 9433 -34 2418.330557870225 2432.044371862375 150 GTEX 1 100 100 1.0 0.0005 25 9433 -35 2416.419110952643 2414.003035048568 150 GTEX 1 100 100 1.0 0.0005 25 9433 -36 2414.189284054974 2409.8561821419025 150 GTEX 1 100 100 1.0 0.0005 25 9433 -37 2409.384467921464 2405.7058852743285 150 GTEX 1 100 100 1.0 0.0005 25 9433 -38 2406.597440296309 2398.4046900063868 150 GTEX 1 100 100 1.0 0.0005 25 9433 -39 2404.465805561424 2411.7961346876486 150 GTEX 1 100 100 1.0 0.0005 25 9433 -40 2401.943590543962 2392.7818027974986 150 GTEX 1 100 100 1.0 0.0005 25 9433 -41 2398.575865325976 2397.3097452954194 150 GTEX 1 100 100 1.0 0.0005 25 9433 -42 2394.61900244971 2392.9578342220175 150 GTEX 1 100 100 1.0 0.0005 25 9433 -43 2393.160256748153 2391.3701923790995 150 GTEX 1 100 100 1.0 0.0005 25 9433 -44 2390.7245335049547 2392.1542662413854 150 GTEX 1 100 100 1.0 0.0005 25 9433 -45 2389.8645769979353 2384.9960306261883 150 GTEX 1 100 100 1.0 0.0005 25 9433 -46 2386.7460622105486 2382.2578872274535 150 GTEX 1 100 100 1.0 0.0005 25 9433 -47 2386.280158110905 2379.9515236974216 150 GTEX 1 100 100 1.0 0.0005 25 9433 -48 2383.91738634038 2376.755529367425 150 GTEX 1 100 100 1.0 0.0005 25 9433 -49 2381.5227514718067 2376.445520901408 150 GTEX 1 100 100 1.0 0.0005 25 9433 -50 2377.6505306054914 2384.0159772865672 150 GTEX 1 100 100 1.0 0.0005 25 9433 -51 2376.349023071302 2376.1222805704906 150 GTEX 1 100 100 1.0 0.0005 25 9433 -52 2373.1724596016506 2372.5192309477484 150 GTEX 1 100 100 1.0 0.0005 25 9433 -53 2373.6806273395414 2368.0138723859313 150 GTEX 1 100 100 1.0 0.0005 25 9433 -54 2371.491348339132 2365.500899514318 150 GTEX 1 100 100 1.0 0.0005 25 9433 -55 2368.9223582008967 2386.283389711561 150 GTEX 1 100 100 1.0 0.0005 25 9433 -56 2366.4453570626915 2365.303106155686 150 GTEX 1 100 100 1.0 0.0005 25 9433 -57 2366.7696027617726 2362.3674441725584 150 GTEX 1 100 100 1.0 0.0005 25 9433 -58 2363.843286707898 2359.8724383800204 150 GTEX 1 100 100 1.0 0.0005 25 9433 -59 2363.1441319909786 2355.2347555994534 150 GTEX 1 100 100 1.0 0.0005 25 9433 -60 2361.2742277914813 2355.676259320045 150 GTEX 1 100 100 1.0 0.0005 25 9433 -61 2359.30185653124 2356.8379314698195 150 GTEX 1 100 100 1.0 0.0005 25 9433 -62 2357.3223804874 2353.5027630592026 150 GTEX 1 100 100 1.0 0.0005 25 9433 -63 2355.999974108251 2351.7770443760396 150 GTEX 1 100 100 1.0 0.0005 25 9433 -64 2354.421698786533 2353.271337240821 150 GTEX 1 100 100 1.0 0.0005 25 9433 -65 2353.9386968744634 2352.561304824887 150 GTEX 1 100 100 1.0 0.0005 25 9433 -66 2352.8690164271284 2352.3357072837453 150 GTEX 1 100 100 1.0 0.0005 25 9433 -67 2350.8508183443146 2345.3367980260814 150 GTEX 1 100 100 1.0 0.0005 25 9433 -68 2349.7533202041877 2347.746377343007 150 GTEX 1 100 100 1.0 0.0005 25 9433 -69 2347.82722807268 2348.4797897048775 150 GTEX 1 100 100 1.0 0.0005 25 9433 -70 2346.184439590114 2351.020552370485 150 GTEX 1 100 100 1.0 0.0005 25 9433 -71 2346.590559950849 2345.2644033685838 150 GTEX 1 100 100 1.0 0.0005 25 9433 -72 2345.4490870476475 2345.2476792716257 150 GTEX 1 100 100 1.0 0.0005 25 9433 -73 2344.1331973174083 2342.803499287072 150 GTEX 1 100 100 1.0 0.0005 25 9433 -74 2343.419709815387 2337.084838403042 150 GTEX 1 100 100 1.0 0.0005 25 9433 -75 2341.0718784608293 2339.085366136674 150 GTEX 1 100 100 1.0 0.0005 25 9433 -76 2339.566734796695 2337.8800331956986 150 GTEX 1 100 100 1.0 0.0005 25 9433 -77 2338.6115529241793 2337.0137015803234 150 GTEX 1 100 100 1.0 0.0005 25 9433 -78 2338.886468626421 2334.7977550201995 150 GTEX 1 100 100 1.0 0.0005 25 9433 -79 2337.8948981185467 2334.397454903606 150 GTEX 1 100 100 1.0 0.0005 25 9433 -80 2336.4692059165636 2335.2062598398884 150 GTEX 1 100 100 1.0 0.0005 25 9433 -81 2334.7248023510533 2331.881409387625 150 GTEX 1 100 100 1.0 0.0005 25 9433 -82 2334.2581113898113 2331.856989291231 150 GTEX 1 100 100 1.0 0.0005 25 9433 -83 2333.4764131066713 2330.8827818663854 150 GTEX 1 100 100 1.0 0.0005 25 9433 -84 2331.9626657742438 2327.5639017199383 150 GTEX 1 100 100 1.0 0.0005 25 9433 -85 2331.716804895253 2327.2605931967382 150 GTEX 1 100 100 1.0 0.0005 25 9433 -86 2330.173892648064 2328.4062532490198 150 GTEX 1 100 100 1.0 0.0005 25 9433 -87 2329.319236058273 2326.5566341269605 150 GTEX 1 100 100 1.0 0.0005 25 9433 -88 2328.6028921599373 2325.658989851919 150 GTEX 1 100 100 1.0 0.0005 25 9433 -89 2327.8265499357967 2326.5478367098385 150 GTEX 1 100 100 1.0 0.0005 25 9433 -90 2326.7939456477516 2323.97381522175 150 GTEX 1 100 100 1.0 0.0005 25 9433 -91 2325.6869996238993 2324.201507452323 150 GTEX 1 100 100 1.0 0.0005 25 9433 -92 2325.3215862244756 2321.1032580241504 150 GTEX 1 100 100 1.0 0.0005 25 9433 -93 2323.935302785952 2320.8434172075513 150 GTEX 1 100 100 1.0 0.0005 25 9433 -94 2324.864547702092 2324.3132096787367 150 GTEX 1 100 100 1.0 0.0005 25 9433 -95 2322.355016727514 2320.041182717443 150 GTEX 1 100 100 1.0 0.0005 25 9433 -96 2321.823935720174 2319.242636328868 150 GTEX 1 100 100 1.0 0.0005 25 9433 -97 2321.628666931842 2319.070674069481 150 GTEX 1 100 100 1.0 0.0005 25 9433 -98 2320.4021648803077 2320.1493876061963 150 GTEX 1 100 100 1.0 0.0005 25 9433 -99 2320.271363761743 2317.996931532943 150 GTEX 1 100 100 1.0 0.0005 25 9433 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index d7b526afc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5003.698812889098 5137.419214516992 150 GTEX 1 50 100 0.5 0.0005 25 1430 -1 4089.5062810185213 4215.206795928143 150 GTEX 1 50 100 0.5 0.0005 25 1430 -2 3535.7529036925966 3351.2252136926686 150 GTEX 1 50 100 0.5 0.0005 25 1430 -3 3179.71338055672 3292.5262673961797 150 GTEX 1 50 100 0.5 0.0005 25 1430 -4 2970.050831099353 2853.766860091641 150 GTEX 1 50 100 0.5 0.0005 25 1430 -5 2828.4525345701268 2737.719604956333 150 GTEX 1 50 100 0.5 0.0005 25 1430 -6 2734.623680887598 2728.574503271299 150 GTEX 1 50 100 0.5 0.0005 25 1430 -7 2679.0262233387193 2701.0001633792776 150 GTEX 1 50 100 0.5 0.0005 25 1430 -8 2641.102923699388 2671.915874524715 150 GTEX 1 50 100 0.5 0.0005 25 1430 -9 2607.4052588411555 2589.113962151705 150 GTEX 1 50 100 0.5 0.0005 25 1430 -10 2580.6010843020904 2666.6705484716613 150 GTEX 1 50 100 0.5 0.0005 25 1430 -11 2560.8073009419645 2537.597225058668 150 GTEX 1 50 100 0.5 0.0005 25 1430 -12 2553.2174794990988 2558.5224428358188 150 GTEX 1 50 100 0.5 0.0005 25 1430 -13 2535.3912829702026 2541.9051759669082 150 GTEX 1 50 100 0.5 0.0005 25 1430 -14 2523.89588159239 2527.6835519768892 150 GTEX 1 50 100 0.5 0.0005 25 1430 -15 2514.9573116751776 2523.8927076216432 150 GTEX 1 50 100 0.5 0.0005 25 1430 -16 2506.343459285173 2496.8255220710553 150 GTEX 1 50 100 0.5 0.0005 25 1430 -17 2496.864012717697 2485.13438038409 150 GTEX 1 50 100 0.5 0.0005 25 1430 -18 2488.573368216362 2487.025224924994 150 GTEX 1 50 100 0.5 0.0005 25 1430 -19 2480.599943595186 2467.5473052630405 150 GTEX 1 50 100 0.5 0.0005 25 1430 -20 2471.949298591489 2471.998040841106 150 GTEX 1 50 100 0.5 0.0005 25 1430 -21 2466.9858729047282 2449.724506798806 150 GTEX 1 50 100 0.5 0.0005 25 1430 -22 2462.666619568097 2484.005776292924 150 GTEX 1 50 100 0.5 0.0005 25 1430 -23 2456.7827856592307 2453.3646657965483 150 GTEX 1 50 100 0.5 0.0005 25 1430 -24 2452.377189400104 2454.8286694428766 150 GTEX 1 50 100 0.5 0.0005 25 1430 -25 2447.88402742648 2430.3426230543014 150 GTEX 1 50 100 0.5 0.0005 25 1430 -26 2443.8370397818985 2434.640438413439 150 GTEX 1 50 100 0.5 0.0005 25 1430 -27 2439.027747032042 2429.4246106746077 150 GTEX 1 50 100 0.5 0.0005 25 1430 -28 2436.813905891023 2448.1425860154764 150 GTEX 1 50 100 0.5 0.0005 25 1430 -29 2431.988918744058 2424.651288746881 150 GTEX 1 50 100 0.5 0.0005 25 1430 -30 2426.8312765209907 2418.764099353167 150 GTEX 1 50 100 0.5 0.0005 25 1430 -31 2424.334502467865 2427.611675305965 150 GTEX 1 50 100 0.5 0.0005 25 1430 -32 2421.0015000967587 2413.8604067958354 150 GTEX 1 50 100 0.5 0.0005 25 1430 -33 2418.577845090594 2420.921433597463 150 GTEX 1 50 100 0.5 0.0005 25 1430 -34 2413.6286484156312 2418.061134483424 150 GTEX 1 50 100 0.5 0.0005 25 1430 -35 2410.8019859641963 2400.8713699166765 150 GTEX 1 50 100 0.5 0.0005 25 1430 -36 2407.2848817304107 2402.678656632456 150 GTEX 1 50 100 0.5 0.0005 25 1430 -37 2405.3023958223303 2401.1381121153163 150 GTEX 1 50 100 0.5 0.0005 25 1430 -38 2403.3095399851127 2399.676291810242 150 GTEX 1 50 100 0.5 0.0005 25 1430 -39 2400.6837875512883 2390.18263436089 150 GTEX 1 50 100 0.5 0.0005 25 1430 -40 2397.7073983248556 2398.154470929628 150 GTEX 1 50 100 0.5 0.0005 25 1430 -41 2395.900036006036 2397.53264615019 150 GTEX 1 50 100 0.5 0.0005 25 1430 -42 2393.1066901752056 2392.8674260708767 150 GTEX 1 50 100 0.5 0.0005 25 1430 -43 2391.973721602631 2386.0327032401083 150 GTEX 1 50 100 0.5 0.0005 25 1430 -44 2387.7735356256026 2391.762865189817 150 GTEX 1 50 100 0.5 0.0005 25 1430 -45 2386.5864139184964 2386.542756171281 150 GTEX 1 50 100 0.5 0.0005 25 1430 -46 2385.3467712112224 2386.5432820483306 150 GTEX 1 50 100 0.5 0.0005 25 1430 -47 2381.895736299448 2379.345010155507 150 GTEX 1 50 100 0.5 0.0005 25 1430 -48 2381.007598145202 2380.48220186995 150 GTEX 1 50 100 0.5 0.0005 25 1430 -49 2379.4441717930954 2378.9541154868703 150 GTEX 1 50 100 0.5 0.0005 25 1430 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index b1b485191..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4999.671953655214 4938.58458962096 150 GTEX 1 50 100 0.0 0.0005 25 7051 -1 4092.7604414409097 4099.714326691718 150 GTEX 1 50 100 0.0 0.0005 25 7051 -2 3519.4118269125233 3415.0736794127256 150 GTEX 1 50 100 0.0 0.0005 25 7051 -3 3168.951872628481 3336.2390526601116 150 GTEX 1 50 100 0.0 0.0005 25 7051 -4 2955.1991207791293 2848.0928792627137 150 GTEX 1 50 100 0.0 0.0005 25 7051 -5 2817.8363987032258 2795.544947403012 150 GTEX 1 50 100 0.0 0.0005 25 7051 -6 2745.08493048117 2675.5633888389675 150 GTEX 1 50 100 0.0 0.0005 25 7051 -7 2672.159772876753 2686.076124996287 150 GTEX 1 50 100 0.0 0.0005 25 7051 -8 2638.422982903812 2686.9374480156844 150 GTEX 1 50 100 0.0 0.0005 25 7051 -9 2610.4744832171955 2624.0587501670925 150 GTEX 1 50 100 0.0 0.0005 25 7051 -10 2587.6490326749745 2570.9861605684114 150 GTEX 1 50 100 0.0 0.0005 25 7051 -11 2569.5874293959855 2570.0038965029407 150 GTEX 1 50 100 0.0 0.0005 25 7051 -12 2551.686327444181 2541.6553001258762 150 GTEX 1 50 100 0.0 0.0005 25 7051 -13 2537.136696803906 2590.9463312997564 150 GTEX 1 50 100 0.0 0.0005 25 7051 -14 2527.981113439076 2540.1211817056055 150 GTEX 1 50 100 0.0 0.0005 25 7051 -15 2517.038014632036 2514.882386646343 150 GTEX 1 50 100 0.0 0.0005 25 7051 -16 2505.6986877112604 2509.866221148705 150 GTEX 1 50 100 0.0 0.0005 25 7051 -17 2504.7087984650216 2493.825843724008 150 GTEX 1 50 100 0.0 0.0005 25 7051 -18 2494.3782482024317 2480.9261732210225 150 GTEX 1 50 100 0.0 0.0005 25 7051 -19 2486.631295511712 2516.6175609051957 150 GTEX 1 50 100 0.0 0.0005 25 7051 -20 2480.015778725812 2475.8676460759266 150 GTEX 1 50 100 0.0 0.0005 25 7051 -21 2469.383572412517 2478.63140242544 150 GTEX 1 50 100 0.0 0.0005 25 7051 -22 2467.40796146008 2457.826006174994 150 GTEX 1 50 100 0.0 0.0005 25 7051 -23 2460.6351906468276 2461.382284302222 150 GTEX 1 50 100 0.0 0.0005 25 7051 -24 2453.573838471384 2453.0945014518475 150 GTEX 1 50 100 0.0 0.0005 25 7051 -25 2449.7256673520933 2440.6816515324235 150 GTEX 1 50 100 0.0 0.0005 25 7051 -26 2444.584111203308 2453.770467895972 150 GTEX 1 50 100 0.0 0.0005 25 7051 -27 2440.1990269860107 2436.7024731074 150 GTEX 1 50 100 0.0 0.0005 25 7051 -28 2436.7809062638225 2434.6178421774744 150 GTEX 1 50 100 0.0 0.0005 25 7051 -29 2433.574511760012 2423.5294778918133 150 GTEX 1 50 100 0.0 0.0005 25 7051 -30 2430.3381067334226 2474.4618936400902 150 GTEX 1 50 100 0.0 0.0005 25 7051 -31 2427.3643692450173 2420.1561311787073 150 GTEX 1 50 100 0.0 0.0005 25 7051 -32 2422.868170251763 2420.6095272397815 150 GTEX 1 50 100 0.0 0.0005 25 7051 -33 2419.6787378092154 2412.412201739989 150 GTEX 1 50 100 0.0 0.0005 25 7051 -34 2416.1669035521004 2414.0718128508943 150 GTEX 1 50 100 0.0 0.0005 25 7051 -35 2414.3740669944364 2410.1855979310244 150 GTEX 1 50 100 0.0 0.0005 25 7051 -36 2412.700854004783 2406.4131040391812 150 GTEX 1 50 100 0.0 0.0005 25 7051 -37 2408.411430748133 2409.9892127903695 150 GTEX 1 50 100 0.0 0.0005 25 7051 -38 2403.396176510758 2407.054188079254 150 GTEX 1 50 100 0.0 0.0005 25 7051 -39 2402.7343312625435 2399.0721052626695 150 GTEX 1 50 100 0.0 0.0005 25 7051 -40 2399.299677420786 2395.493230899477 150 GTEX 1 50 100 0.0 0.0005 25 7051 -41 2397.2077585915217 2401.305820015447 150 GTEX 1 50 100 0.0 0.0005 25 7051 -42 2395.4962628458147 2396.930567984345 150 GTEX 1 50 100 0.0 0.0005 25 7051 -43 2391.192989669708 2394.89618175202 150 GTEX 1 50 100 0.0 0.0005 25 7051 -44 2389.8723763973294 2387.257540046489 150 GTEX 1 50 100 0.0 0.0005 25 7051 -45 2388.6302023847643 2391.8441904742454 150 GTEX 1 50 100 0.0 0.0005 25 7051 -46 2385.260138889118 2385.708502127644 150 GTEX 1 50 100 0.0 0.0005 25 7051 -47 2383.4269447540223 2378.5351195824915 150 GTEX 1 50 100 0.0 0.0005 25 7051 -48 2382.357278696723 2383.012756115583 150 GTEX 1 50 100 0.0 0.0005 25 7051 -49 2379.573349622785 2378.276814159785 150 GTEX 1 50 100 0.0 0.0005 25 7051 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 73775d5c0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5000.998565586791 4931.0083286299905 150 GTEX 1 50 100 1.0 0.0005 25 172 -1 4098.242865972135 4125.321896165043 150 GTEX 1 50 100 1.0 0.0005 25 172 -2 3499.255779481934 3515.200351265447 150 GTEX 1 50 100 1.0 0.0005 25 172 -3 3160.7132867120245 3162.4312976213464 150 GTEX 1 50 100 1.0 0.0005 25 172 -4 2937.9655603376777 2890.828314371435 150 GTEX 1 50 100 1.0 0.0005 25 172 -5 2799.6380750237668 2765.168889615019 150 GTEX 1 50 100 1.0 0.0005 25 172 -6 2718.1153106318743 2683.4569490962153 150 GTEX 1 50 100 1.0 0.0005 25 172 -7 2671.7179268280606 2835.357287272754 150 GTEX 1 50 100 1.0 0.0005 25 172 -8 2624.973929510281 2639.4196099691067 150 GTEX 1 50 100 1.0 0.0005 25 172 -9 2595.2854099581937 2588.878276404319 150 GTEX 1 50 100 1.0 0.0005 25 172 -10 2580.0027413018165 2533.213427641546 150 GTEX 1 50 100 1.0 0.0005 25 172 -11 2562.3050531564827 2570.986134576254 150 GTEX 1 50 100 1.0 0.0005 25 172 -12 2543.651403317321 2517.7435878275014 150 GTEX 1 50 100 1.0 0.0005 25 172 -13 2530.279566778431 2515.957492146655 150 GTEX 1 50 100 1.0 0.0005 25 172 -14 2521.4950328587956 2527.824124528428 150 GTEX 1 50 100 1.0 0.0005 25 172 -15 2514.1226731466872 2533.4545308972492 150 GTEX 1 50 100 1.0 0.0005 25 172 -16 2503.1982821856104 2523.5275071292776 150 GTEX 1 50 100 1.0 0.0005 25 172 -17 2499.2952325244105 2472.9055282534755 150 GTEX 1 50 100 1.0 0.0005 25 172 -18 2489.4253449585567 2478.3951276771922 150 GTEX 1 50 100 1.0 0.0005 25 172 -19 2484.5187616409717 2470.3706890149715 150 GTEX 1 50 100 1.0 0.0005 25 172 -20 2477.1663258875815 2475.383350444837 150 GTEX 1 50 100 1.0 0.0005 25 172 -21 2473.1293327159888 2466.7080528346305 150 GTEX 1 50 100 1.0 0.0005 25 172 -22 2464.433124500733 2454.579671069243 150 GTEX 1 50 100 1.0 0.0005 25 172 -23 2458.6987474892226 2446.688932353553 150 GTEX 1 50 100 1.0 0.0005 25 172 -24 2454.9735452602213 2438.405731549281 150 GTEX 1 50 100 1.0 0.0005 25 172 -25 2448.2458604663734 2435.9789180393 150 GTEX 1 50 100 1.0 0.0005 25 172 -26 2445.6682117817154 2432.5211223413735 150 GTEX 1 50 100 1.0 0.0005 25 172 -27 2443.449610633483 2446.019181748307 150 GTEX 1 50 100 1.0 0.0005 25 172 -28 2436.4450092261277 2418.6386598072127 150 GTEX 1 50 100 1.0 0.0005 25 172 -29 2435.3414768643297 2431.6949959526496 150 GTEX 1 50 100 1.0 0.0005 25 172 -30 2431.489017153335 2436.5499592480096 150 GTEX 1 50 100 1.0 0.0005 25 172 -31 2427.2930890795824 2456.4399692549905 150 GTEX 1 50 100 1.0 0.0005 25 172 -32 2424.1005065602058 2415.499063818174 150 GTEX 1 50 100 1.0 0.0005 25 172 -33 2421.7503518080075 2406.390650528012 150 GTEX 1 50 100 1.0 0.0005 25 172 -34 2418.1230542763265 2412.238224160082 150 GTEX 1 50 100 1.0 0.0005 25 172 -35 2413.122771942793 2411.7251171503685 150 GTEX 1 50 100 1.0 0.0005 25 172 -36 2412.506842126763 2406.3322150516874 150 GTEX 1 50 100 1.0 0.0005 25 172 -37 2410.6313022425347 2410.6667573297887 150 GTEX 1 50 100 1.0 0.0005 25 172 -38 2409.213901099502 2402.0674190158625 150 GTEX 1 50 100 1.0 0.0005 25 172 -39 2404.605143246359 2393.489970276111 150 GTEX 1 50 100 1.0 0.0005 25 172 -40 2401.012274133173 2398.2867631223266 150 GTEX 1 50 100 1.0 0.0005 25 172 -41 2400.139987299633 2385.3965405366266 150 GTEX 1 50 100 1.0 0.0005 25 172 -42 2395.085417395624 2401.2315399982176 150 GTEX 1 50 100 1.0 0.0005 25 172 -43 2393.763841512375 2387.022313803321 150 GTEX 1 50 100 1.0 0.0005 25 172 -44 2392.063286603712 2384.7201688933283 150 GTEX 1 50 100 1.0 0.0005 25 172 -45 2390.9157612720915 2379.9117459489366 150 GTEX 1 50 100 1.0 0.0005 25 172 -46 2387.997816015501 2375.704795460284 150 GTEX 1 50 100 1.0 0.0005 25 172 -47 2384.4190539856377 2371.8863868858425 150 GTEX 1 50 100 1.0 0.0005 25 172 -48 2382.4107183382075 2373.258543529438 150 GTEX 1 50 100 1.0 0.0005 25 172 -49 2380.5243821620084 2373.750118357147 150 GTEX 1 50 100 1.0 0.0005 25 172 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 861177ec9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4253.863135596018 3817.258174997772 50 GTEX 1 100 100 0.5 0.0005 25 6738 -1 3043.5572564824274 2873.8938183222435 50 GTEX 1 100 100 0.5 0.0005 25 6738 -2 2725.4774994770073 2636.129679052549 50 GTEX 1 100 100 0.5 0.0005 25 6738 -3 2606.7628244617817 2580.7500338826344 50 GTEX 1 100 100 0.5 0.0005 25 6738 -4 2557.572201875594 2536.3375327686845 50 GTEX 1 100 100 0.5 0.0005 25 6738 -5 2517.3744141604966 2488.8096297231464 50 GTEX 1 100 100 0.5 0.0005 25 6738 -6 2490.5527353033895 2498.8736827545745 50 GTEX 1 100 100 0.5 0.0005 25 6738 -7 2472.8076814784663 2464.7809506260396 50 GTEX 1 100 100 0.5 0.0005 25 6738 -8 2456.5838667532203 2446.391269234197 50 GTEX 1 100 100 0.5 0.0005 25 6738 -9 2440.8502396740405 2436.7883050142586 50 GTEX 1 100 100 0.5 0.0005 25 6738 -10 2431.3827159475018 2429.591237579462 50 GTEX 1 100 100 0.5 0.0005 25 6738 -11 2422.9727788747673 2413.4700185101296 50 GTEX 1 100 100 0.5 0.0005 25 6738 -12 2414.16251967154 2413.119623800648 50 GTEX 1 100 100 0.5 0.0005 25 6738 -13 2407.488194419802 2405.6709063279764 50 GTEX 1 100 100 0.5 0.0005 25 6738 -14 2398.183121225581 2398.144674206868 50 GTEX 1 100 100 0.5 0.0005 25 6738 -15 2392.8927548026613 2389.329833984375 50 GTEX 1 100 100 0.5 0.0005 25 6738 -16 2388.089120250979 2388.953244749584 50 GTEX 1 100 100 0.5 0.0005 25 6738 -17 2382.1709433096544 2380.4309745759565 50 GTEX 1 100 100 0.5 0.0005 25 6738 -18 2377.244918202704 2377.8248003245308 50 GTEX 1 100 100 0.5 0.0005 25 6738 -19 2372.0461921180154 2380.1288709749288 50 GTEX 1 100 100 0.5 0.0005 25 6738 -20 2367.7685038323916 2370.591672483959 50 GTEX 1 100 100 0.5 0.0005 25 6738 -21 2364.0134256197102 2366.932741578541 50 GTEX 1 100 100 0.5 0.0005 25 6738 -22 2359.09284041048 2360.5377837786655 50 GTEX 1 100 100 0.5 0.0005 25 6738 -23 2355.7243549963027 2356.03133586695 50 GTEX 1 100 100 0.5 0.0005 25 6738 -24 2352.479025465515 2354.3937055348442 50 GTEX 1 100 100 0.5 0.0005 25 6738 -25 2348.963649686493 2351.1775677467026 50 GTEX 1 100 100 0.5 0.0005 25 6738 -26 2346.0664074878528 2346.7892221661123 50 GTEX 1 100 100 0.5 0.0005 25 6738 -27 2343.900865547758 2352.7520427051154 50 GTEX 1 100 100 0.5 0.0005 25 6738 -28 2339.526543194658 2341.0086925201995 50 GTEX 1 100 100 0.5 0.0005 25 6738 -29 2336.63595852802 2338.7762957090663 50 GTEX 1 100 100 0.5 0.0005 25 6738 -30 2335.1423432166916 2337.564845792241 50 GTEX 1 100 100 0.5 0.0005 25 6738 -31 2332.9598350375813 2336.205881561163 50 GTEX 1 100 100 0.5 0.0005 25 6738 -32 2330.282001814898 2334.8750649803947 50 GTEX 1 100 100 0.5 0.0005 25 6738 -33 2328.8916702891047 2331.4757312150964 50 GTEX 1 100 100 0.5 0.0005 25 6738 -34 2325.9205182104615 2327.203390491326 50 GTEX 1 100 100 0.5 0.0005 25 6738 -35 2323.8323025202267 2330.705186735088 50 GTEX 1 100 100 0.5 0.0005 25 6738 -36 2322.4596169692254 2330.922396699739 50 GTEX 1 100 100 0.5 0.0005 25 6738 -37 2321.0499923768916 2326.130446749495 50 GTEX 1 100 100 0.5 0.0005 25 6738 -38 2319.9104126402076 2323.951061408329 50 GTEX 1 100 100 0.5 0.0005 25 6738 -39 2317.8187194611464 2322.433496743554 50 GTEX 1 100 100 0.5 0.0005 25 6738 -40 2316.317088590424 2322.4575148897934 50 GTEX 1 100 100 0.5 0.0005 25 6738 -41 2314.873096956451 2319.200856720087 50 GTEX 1 100 100 0.5 0.0005 25 6738 -42 2313.4549540560715 2317.45393632664 50 GTEX 1 100 100 0.5 0.0005 25 6738 -43 2312.221974760599 2316.4075380042477 50 GTEX 1 100 100 0.5 0.0005 25 6738 -44 2311.530360835047 2314.9713803135396 50 GTEX 1 100 100 0.5 0.0005 25 6738 -45 2309.7623540262393 2316.2524390855215 50 GTEX 1 100 100 0.5 0.0005 25 6738 -46 2308.664159697213 2314.4915933935363 50 GTEX 1 100 100 0.5 0.0005 25 6738 -47 2308.4601385693395 2311.3423139332817 50 GTEX 1 100 100 0.5 0.0005 25 6738 -48 2306.991412655887 2311.1106235518655 50 GTEX 1 100 100 0.5 0.0005 25 6738 -49 2306.5872621053727 2310.7893813680785 50 GTEX 1 100 100 0.5 0.0005 25 6738 -50 2305.5775656453834 2310.9114363637714 50 GTEX 1 100 100 0.5 0.0005 25 6738 -51 2305.0145332656366 2307.751362267556 50 GTEX 1 100 100 0.5 0.0005 25 6738 -52 2303.3333140004834 2306.855418158121 50 GTEX 1 100 100 0.5 0.0005 25 6738 -53 2303.2203078632106 2307.5174699790578 50 GTEX 1 100 100 0.5 0.0005 25 6738 -54 2302.0478339746783 2309.522900483454 50 GTEX 1 100 100 0.5 0.0005 25 6738 -55 2301.5973679335125 2305.4189072525546 50 GTEX 1 100 100 0.5 0.0005 25 6738 -56 2300.6191550924013 2304.6403256260396 50 GTEX 1 100 100 0.5 0.0005 25 6738 -57 2299.971372261664 2305.840346419766 50 GTEX 1 100 100 0.5 0.0005 25 6738 -58 2299.2992428313896 2303.4841475686194 50 GTEX 1 100 100 0.5 0.0005 25 6738 -59 2299.140823391658 2303.910977787845 50 GTEX 1 100 100 0.5 0.0005 25 6738 -60 2299.0067490815136 2303.6284202894785 50 GTEX 1 100 100 0.5 0.0005 25 6738 -61 2298.3379071297004 2302.496442323402 50 GTEX 1 100 100 0.5 0.0005 25 6738 -62 2297.2970740105843 2302.6061115917596 50 GTEX 1 100 100 0.5 0.0005 25 6738 -63 2296.996683432004 2302.1317797758734 50 GTEX 1 100 100 0.5 0.0005 25 6738 -64 2296.9163056693233 2300.077689631357 50 GTEX 1 100 100 0.5 0.0005 25 6738 -65 2296.255943806859 2300.4784594633734 50 GTEX 1 100 100 0.5 0.0005 25 6738 -66 2295.2739738769787 2300.2349825666884 50 GTEX 1 100 100 0.5 0.0005 25 6738 -67 2295.4011680737613 2298.6791003557214 50 GTEX 1 100 100 0.5 0.0005 25 6738 -68 2294.6699927678465 2299.4803123329075 50 GTEX 1 100 100 0.5 0.0005 25 6738 -69 2294.4251449680055 2298.1417607644667 50 GTEX 1 100 100 0.5 0.0005 25 6738 -70 2293.9666042857757 2299.151018614098 50 GTEX 1 100 100 0.5 0.0005 25 6738 -71 2293.777940936485 2298.482063554539 50 GTEX 1 100 100 0.5 0.0005 25 6738 -72 2293.3163799456333 2298.0174671941836 50 GTEX 1 100 100 0.5 0.0005 25 6738 -73 2293.163971724147 2297.9150585566185 50 GTEX 1 100 100 0.5 0.0005 25 6738 -74 2293.030320630628 2297.1582676412486 50 GTEX 1 100 100 0.5 0.0005 25 6738 -75 2292.4424655938888 2295.885346735385 50 GTEX 1 100 100 0.5 0.0005 25 6738 -76 2291.8178550274556 2296.555942549905 50 GTEX 1 100 100 0.5 0.0005 25 6738 -77 2291.6687636060624 2298.171556596067 50 GTEX 1 100 100 0.5 0.0005 25 6738 -78 2291.7703599922756 2296.531999595265 50 GTEX 1 100 100 0.5 0.0005 25 6738 -79 2290.9006131289943 2294.7466070951164 50 GTEX 1 100 100 0.5 0.0005 25 6738 -80 2291.3980354300215 2295.4912601369415 50 GTEX 1 100 100 0.5 0.0005 25 6738 -81 2290.587522312292 2294.396093100196 50 GTEX 1 100 100 0.5 0.0005 25 6738 -82 2290.40539270975 2294.931768265061 50 GTEX 1 100 100 0.5 0.0005 25 6738 -83 2290.6320470945125 2293.917994278012 50 GTEX 1 100 100 0.5 0.0005 25 6738 -84 2289.87938957984 2296.049691900101 50 GTEX 1 100 100 0.5 0.0005 25 6738 -85 2289.8717520296655 2294.357670192936 50 GTEX 1 100 100 0.5 0.0005 25 6738 -86 2289.227605726017 2294.413652659369 50 GTEX 1 100 100 0.5 0.0005 25 6738 -87 2289.7122794868856 2292.720628861692 50 GTEX 1 100 100 0.5 0.0005 25 6738 -88 2289.072735312673 2293.024112367811 50 GTEX 1 100 100 0.5 0.0005 25 6738 -89 2288.857424918054 2292.811563354028 50 GTEX 1 100 100 0.5 0.0005 25 6738 -90 2288.5327296464034 2293.577958835848 50 GTEX 1 100 100 0.5 0.0005 25 6738 -91 2288.4471959442176 2293.1731792493465 50 GTEX 1 100 100 0.5 0.0005 25 6738 -92 2288.198252992921 2293.747785560985 50 GTEX 1 100 100 0.5 0.0005 25 6738 -93 2288.3157201702293 2292.166860834274 50 GTEX 1 100 100 0.5 0.0005 25 6738 -94 2288.0969664824606 2292.3349219492634 50 GTEX 1 100 100 0.5 0.0005 25 6738 -95 2287.971027365 2292.0302780789566 50 GTEX 1 100 100 0.5 0.0005 25 6738 -96 2287.871923575397 2293.6804765476472 50 GTEX 1 100 100 0.5 0.0005 25 6738 -97 2287.4639938610767 2291.4886920189224 50 GTEX 1 100 100 0.5 0.0005 25 6738 -98 2287.1941984327136 2291.765403138367 50 GTEX 1 100 100 0.5 0.0005 25 6738 -99 2287.1173729715724 2292.625640056886 50 GTEX 1 100 100 0.5 0.0005 25 6738 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index 94528fc3e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4274.876717778286 3649.4851352706155 50 GTEX 1 100 100 0.0 0.0005 25 4602 -1 3041.0955996611583 2888.2616598034992 50 GTEX 1 100 100 0.0 0.0005 25 4602 -2 2718.213691102976 2653.154884483424 50 GTEX 1 100 100 0.0 0.0005 25 4602 -3 2614.660661139105 2553.944724891576 50 GTEX 1 100 100 0.0 0.0005 25 4602 -4 2553.947270834296 2503.0434834875537 50 GTEX 1 100 100 0.0 0.0005 25 4602 -5 2522.27921099898 2513.442424121465 50 GTEX 1 100 100 0.0 0.0005 25 4602 -6 2496.6450465319085 2492.0793034658686 50 GTEX 1 100 100 0.0 0.0005 25 4602 -7 2475.829401741741 2453.484006468334 50 GTEX 1 100 100 0.0 0.0005 25 4602 -8 2459.9836266923508 2441.1369136911835 50 GTEX 1 100 100 0.0 0.0005 25 4602 -9 2445.5376367001822 2439.015640316807 50 GTEX 1 100 100 0.0 0.0005 25 4602 -10 2430.2253488887386 2416.3650607845175 50 GTEX 1 100 100 0.0 0.0005 25 4602 -11 2423.991514417681 2403.7713483803172 50 GTEX 1 100 100 0.0 0.0005 25 4602 -12 2416.5574366415494 2398.2509830605395 50 GTEX 1 100 100 0.0 0.0005 25 4602 -13 2407.165897049042 2392.9652647301273 50 GTEX 1 100 100 0.0 0.0005 25 4602 -14 2402.192989411822 2383.6471898764257 50 GTEX 1 100 100 0.0 0.0005 25 4602 -15 2393.8539125888365 2378.9888693225703 50 GTEX 1 100 100 0.0 0.0005 25 4602 -16 2390.379638929761 2372.1527285267643 50 GTEX 1 100 100 0.0 0.0005 25 4602 -17 2383.5055283526 2362.619827560599 50 GTEX 1 100 100 0.0 0.0005 25 4602 -18 2378.247434421667 2363.3664119125774 50 GTEX 1 100 100 0.0 0.0005 25 4602 -19 2372.69409757352 2353.355478961205 50 GTEX 1 100 100 0.0 0.0005 25 4602 -20 2367.267892359025 2353.336072102246 50 GTEX 1 100 100 0.0 0.0005 25 4602 -21 2364.9943772353554 2345.9005980981165 50 GTEX 1 100 100 0.0 0.0005 25 4602 -22 2360.3300797496813 2345.34660774492 50 GTEX 1 100 100 0.0 0.0005 25 4602 -23 2355.8679688428388 2342.9347295144667 50 GTEX 1 100 100 0.0 0.0005 25 4602 -24 2353.8618081152167 2338.300402507129 50 GTEX 1 100 100 0.0 0.0005 25 4602 -25 2351.0806668786145 2333.784888902091 50 GTEX 1 100 100 0.0 0.0005 25 4602 -26 2347.248271751545 2329.6848009929004 50 GTEX 1 100 100 0.0 0.0005 25 4602 -27 2344.4653742987566 2328.8175067393954 50 GTEX 1 100 100 0.0 0.0005 25 4602 -28 2341.312770857609 2323.647713432747 50 GTEX 1 100 100 0.0 0.0005 25 4602 -29 2339.141741826666 2324.837802437322 50 GTEX 1 100 100 0.0 0.0005 25 4602 -30 2336.274626096325 2324.983320461027 50 GTEX 1 100 100 0.0 0.0005 25 4602 -31 2334.412414583017 2320.989255027626 50 GTEX 1 100 100 0.0 0.0005 25 4602 -32 2332.2224691279575 2317.0157693493047 50 GTEX 1 100 100 0.0 0.0005 25 4602 -33 2330.8528803745494 2315.8162679345887 50 GTEX 1 100 100 0.0 0.0005 25 4602 -34 2328.5821918871557 2312.592856519576 50 GTEX 1 100 100 0.0 0.0005 25 4602 -35 2326.435420098269 2310.238467836561 50 GTEX 1 100 100 0.0 0.0005 25 4602 -36 2324.303319234537 2308.269597158686 50 GTEX 1 100 100 0.0 0.0005 25 4602 -37 2322.6649324008727 2310.773803246792 50 GTEX 1 100 100 0.0 0.0005 25 4602 -38 2321.7465110094604 2305.8052259089827 50 GTEX 1 100 100 0.0 0.0005 25 4602 -39 2320.140240982038 2303.953712608424 50 GTEX 1 100 100 0.0 0.0005 25 4602 -40 2318.2923906212864 2303.4479845866504 50 GTEX 1 100 100 0.0 0.0005 25 4602 -41 2317.5499008273805 2305.88724137803 50 GTEX 1 100 100 0.0 0.0005 25 4602 -42 2315.8957634806266 2301.0056955315767 50 GTEX 1 100 100 0.0 0.0005 25 4602 -43 2315.1476687419954 2299.509647267853 50 GTEX 1 100 100 0.0 0.0005 25 4602 -44 2313.820114907788 2305.748775119564 50 GTEX 1 100 100 0.0 0.0005 25 4602 -45 2311.9953200921623 2298.0914102416527 50 GTEX 1 100 100 0.0 0.0005 25 4602 -46 2311.0106499159087 2295.4407870796695 50 GTEX 1 100 100 0.0 0.0005 25 4602 -47 2310.08472221248 2296.1723623529588 50 GTEX 1 100 100 0.0 0.0005 25 4602 -48 2309.750050133028 2294.866209080917 50 GTEX 1 100 100 0.0 0.0005 25 4602 -49 2308.9261752739367 2297.4742185643418 50 GTEX 1 100 100 0.0 0.0005 25 4602 -50 2307.974908161657 2293.238301208264 50 GTEX 1 100 100 0.0 0.0005 25 4602 -51 2306.5288337376296 2290.7658380428647 50 GTEX 1 100 100 0.0 0.0005 25 4602 -52 2305.814628306923 2291.0029287592088 50 GTEX 1 100 100 0.0 0.0005 25 4602 -53 2304.7202886507075 2290.7746660936014 50 GTEX 1 100 100 0.0 0.0005 25 4602 -54 2304.810635046205 2292.2831590311607 50 GTEX 1 100 100 0.0 0.0005 25 4602 -55 2303.808080453813 2288.88924927222 50 GTEX 1 100 100 0.0 0.0005 25 4602 -56 2302.607756482015 2288.49092548791 50 GTEX 1 100 100 0.0 0.0005 25 4602 -57 2302.016702911677 2287.693370514496 50 GTEX 1 100 100 0.0 0.0005 25 4602 -58 2301.6285239856625 2289.1657162510396 50 GTEX 1 100 100 0.0 0.0005 25 4602 -59 2301.5200899341135 2287.5576974847017 50 GTEX 1 100 100 0.0 0.0005 25 4602 -60 2300.9259478701097 2288.22723643952 50 GTEX 1 100 100 0.0 0.0005 25 4602 -61 2300.2009972346373 2287.2896830627674 50 GTEX 1 100 100 0.0 0.0005 25 4602 -62 2299.716294977372 2285.5539434744833 50 GTEX 1 100 100 0.0 0.0005 25 4602 -63 2299.3977171729757 2286.257326075333 50 GTEX 1 100 100 0.0 0.0005 25 4602 -64 2298.751235583144 2285.307657104028 50 GTEX 1 100 100 0.0 0.0005 25 4602 -65 2298.2445187631624 2283.70930417137 50 GTEX 1 100 100 0.0 0.0005 25 4602 -66 2297.4933867212258 2283.6612711279113 50 GTEX 1 100 100 0.0 0.0005 25 4602 -67 2297.1377375800066 2283.2038458182333 50 GTEX 1 100 100 0.0 0.0005 25 4602 -68 2296.8868835906965 2283.0039155329137 50 GTEX 1 100 100 0.0 0.0005 25 4602 -69 2296.790208699875 2283.494630762833 50 GTEX 1 100 100 0.0 0.0005 25 4602 -70 2295.840278210453 2282.3047056016812 50 GTEX 1 100 100 0.0 0.0005 25 4602 -71 2296.0093718331605 2281.59901805341 50 GTEX 1 100 100 0.0 0.0005 25 4602 -72 2295.2276459562245 2280.5838469878804 50 GTEX 1 100 100 0.0 0.0005 25 4602 -73 2295.3105096878467 2281.1195940953244 50 GTEX 1 100 100 0.0 0.0005 25 4602 -74 2294.8607654694433 2280.5294505072184 50 GTEX 1 100 100 0.0 0.0005 25 4602 -75 2294.392824122404 2280.015236045924 50 GTEX 1 100 100 0.0 0.0005 25 4602 -76 2293.962974979493 2280.5795508555134 50 GTEX 1 100 100 0.0 0.0005 25 4602 -77 2293.4158448787152 2281.4503772576045 50 GTEX 1 100 100 0.0 0.0005 25 4602 -78 2293.5067276511913 2280.683685186698 50 GTEX 1 100 100 0.0 0.0005 25 4602 -79 2293.515180997767 2279.7289960157736 50 GTEX 1 100 100 0.0 0.0005 25 4602 -80 2292.8098356771384 2281.455100403992 50 GTEX 1 100 100 0.0 0.0005 25 4602 -81 2292.669445998064 2280.0567724423718 50 GTEX 1 100 100 0.0 0.0005 25 4602 -82 2292.7195832810685 2279.370006720829 50 GTEX 1 100 100 0.0 0.0005 25 4602 -83 2292.6825569195544 2279.8479537673775 50 GTEX 1 100 100 0.0 0.0005 25 4602 -84 2291.79096314521 2277.384795794469 50 GTEX 1 100 100 0.0 0.0005 25 4602 -85 2291.50646710902 2278.472166576313 50 GTEX 1 100 100 0.0 0.0005 25 4602 -86 2291.9017271447033 2278.609956110385 50 GTEX 1 100 100 0.0 0.0005 25 4602 -87 2291.5343611360518 2280.0002362501486 50 GTEX 1 100 100 0.0 0.0005 25 4602 -88 2290.693873805885 2278.1096567364248 50 GTEX 1 100 100 0.0 0.0005 25 4602 -89 2291.118460296086 2280.2429890795806 50 GTEX 1 100 100 0.0 0.0005 25 4602 -90 2290.4506128814237 2277.003859371287 50 GTEX 1 100 100 0.0 0.0005 25 4602 -91 2290.266474476306 2277.0120120900665 50 GTEX 1 100 100 0.0 0.0005 25 4602 -92 2290.178915337901 2277.2616440225465 50 GTEX 1 100 100 0.0 0.0005 25 4602 -93 2290.2819644988017 2277.04741480142 50 GTEX 1 100 100 0.0 0.0005 25 4602 -94 2290.035254530334 2276.4166858513545 50 GTEX 1 100 100 0.0 0.0005 25 4602 -95 2290.0969776747106 2275.929532475345 50 GTEX 1 100 100 0.0 0.0005 25 4602 -96 2289.6388693382687 2278.195524150428 50 GTEX 1 100 100 0.0 0.0005 25 4602 -97 2289.5138546645585 2276.927812351473 50 GTEX 1 100 100 0.0 0.0005 25 4602 -98 2289.286198212376 2275.4765337229683 50 GTEX 1 100 100 0.0 0.0005 25 4602 -99 2288.997621105303 2276.182361907379 50 GTEX 1 100 100 0.0 0.0005 25 4602 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index f0014450c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4263.408577910645 3782.5220432063925 50 GTEX 1 100 100 1.0 0.0005 25 1552 -1 3020.6823634277293 3171.721403984969 50 GTEX 1 100 100 1.0 0.0005 25 1552 -2 2707.4152096798416 2777.773491340898 50 GTEX 1 100 100 1.0 0.0005 25 1552 -3 2604.035588286325 2555.9125305872 50 GTEX 1 100 100 1.0 0.0005 25 1552 -4 2556.395103369971 2557.5543050439637 50 GTEX 1 100 100 1.0 0.0005 25 1552 -5 2519.98984187259 2502.6275653331454 50 GTEX 1 100 100 1.0 0.0005 25 1552 -6 2494.4973281726575 2483.109075161894 50 GTEX 1 100 100 1.0 0.0005 25 1552 -7 2474.277193325128 2474.852492183787 50 GTEX 1 100 100 1.0 0.0005 25 1552 -8 2461.8367844490235 2437.821324801717 50 GTEX 1 100 100 1.0 0.0005 25 1552 -9 2445.566826861978 2427.443729299103 50 GTEX 1 100 100 1.0 0.0005 25 1552 -10 2434.217491258698 2423.8454455241504 50 GTEX 1 100 100 1.0 0.0005 25 1552 -11 2426.953651783622 2411.01840500052 50 GTEX 1 100 100 1.0 0.0005 25 1552 -12 2416.1225701470403 2403.8953713536716 50 GTEX 1 100 100 1.0 0.0005 25 1552 -13 2409.797504241708 2394.120725218334 50 GTEX 1 100 100 1.0 0.0005 25 1552 -14 2401.8889935877173 2388.56170747126 50 GTEX 1 100 100 1.0 0.0005 25 1552 -15 2397.445366062911 2392.0519251370156 50 GTEX 1 100 100 1.0 0.0005 25 1552 -16 2388.8412085082145 2379.0582586368228 50 GTEX 1 100 100 1.0 0.0005 25 1552 -17 2383.104782696018 2368.6226567605604 50 GTEX 1 100 100 1.0 0.0005 25 1552 -18 2378.372453118398 2367.780848281918 50 GTEX 1 100 100 1.0 0.0005 25 1552 -19 2373.9877049780653 2363.3339091834005 50 GTEX 1 100 100 1.0 0.0005 25 1552 -20 2370.4442781452594 2365.6704612122744 50 GTEX 1 100 100 1.0 0.0005 25 1552 -21 2365.246526688926 2358.2414170181796 50 GTEX 1 100 100 1.0 0.0005 25 1552 -22 2360.296883020253 2351.587523717844 50 GTEX 1 100 100 1.0 0.0005 25 1552 -23 2356.7826504496293 2348.882513590185 50 GTEX 1 100 100 1.0 0.0005 25 1552 -24 2353.538799327392 2344.9033226332285 50 GTEX 1 100 100 1.0 0.0005 25 1552 -25 2350.7499451992367 2343.1875802972017 50 GTEX 1 100 100 1.0 0.0005 25 1552 -26 2347.6158200339833 2337.0747221159845 50 GTEX 1 100 100 1.0 0.0005 25 1552 -27 2343.3561725723234 2345.9653649855927 50 GTEX 1 100 100 1.0 0.0005 25 1552 -28 2341.076768623079 2342.1181345892496 50 GTEX 1 100 100 1.0 0.0005 25 1552 -29 2338.2838589031717 2331.8675281829255 50 GTEX 1 100 100 1.0 0.0005 25 1552 -30 2335.4936356585295 2328.4797372564162 50 GTEX 1 100 100 1.0 0.0005 25 1552 -31 2334.0127763402643 2325.3242619155476 50 GTEX 1 100 100 1.0 0.0005 25 1552 -32 2331.400205875508 2323.9221999019724 50 GTEX 1 100 100 1.0 0.0005 25 1552 -33 2328.777396668196 2320.900283407349 50 GTEX 1 100 100 1.0 0.0005 25 1552 -34 2326.782839712125 2318.0258492009266 50 GTEX 1 100 100 1.0 0.0005 25 1552 -35 2325.2577491116344 2319.252593181886 50 GTEX 1 100 100 1.0 0.0005 25 1552 -36 2323.033158588097 2315.0037303387894 50 GTEX 1 100 100 1.0 0.0005 25 1552 -37 2321.6503794069613 2313.6784958059798 50 GTEX 1 100 100 1.0 0.0005 25 1552 -38 2320.0378259626777 2311.9135753791143 50 GTEX 1 100 100 1.0 0.0005 25 1552 -39 2318.7461242579075 2312.409134433297 50 GTEX 1 100 100 1.0 0.0005 25 1552 -40 2316.7146942277286 2309.615786012135 50 GTEX 1 100 100 1.0 0.0005 25 1552 -41 2315.2350299271484 2311.5593658563303 50 GTEX 1 100 100 1.0 0.0005 25 1552 -42 2314.1131093948056 2306.998353675291 50 GTEX 1 100 100 1.0 0.0005 25 1552 -43 2312.61474288307 2309.385481801776 50 GTEX 1 100 100 1.0 0.0005 25 1552 -44 2312.3690217911562 2306.2489197009418 50 GTEX 1 100 100 1.0 0.0005 25 1552 -45 2310.8816958280654 2303.0112901114694 50 GTEX 1 100 100 1.0 0.0005 25 1552 -46 2309.885265614272 2303.9651895385277 50 GTEX 1 100 100 1.0 0.0005 25 1552 -47 2308.5870859692714 2302.23231883466 50 GTEX 1 100 100 1.0 0.0005 25 1552 -48 2307.5446294065487 2299.846783888204 50 GTEX 1 100 100 1.0 0.0005 25 1552 -49 2306.3650242237427 2297.2540199656905 50 GTEX 1 100 100 1.0 0.0005 25 1552 -50 2305.4256543701144 2298.6324532512476 50 GTEX 1 100 100 1.0 0.0005 25 1552 -51 2305.06904527425 2301.2399496216285 50 GTEX 1 100 100 1.0 0.0005 25 1552 -52 2304.1107205457115 2297.6506268751486 50 GTEX 1 100 100 1.0 0.0005 25 1552 -53 2303.628595497435 2297.19994420969 50 GTEX 1 100 100 1.0 0.0005 25 1552 -54 2302.7985977554845 2295.4289717873694 50 GTEX 1 100 100 1.0 0.0005 25 1552 -55 2301.9350495419535 2297.125898586027 50 GTEX 1 100 100 1.0 0.0005 25 1552 -56 2301.5324879041177 2297.7972342487524 50 GTEX 1 100 100 1.0 0.0005 25 1552 -57 2300.6016807664946 2294.3733571563835 50 GTEX 1 100 100 1.0 0.0005 25 1552 -58 2300.257891077848 2293.5397654486246 50 GTEX 1 100 100 1.0 0.0005 25 1552 -59 2300.032548249429 2292.6859873492454 50 GTEX 1 100 100 1.0 0.0005 25 1552 -60 2299.3083086055094 2292.031722500297 50 GTEX 1 100 100 1.0 0.0005 25 1552 -61 2298.5362346258717 2291.0435222437172 50 GTEX 1 100 100 1.0 0.0005 25 1552 -62 2297.618607033189 2290.093049140031 50 GTEX 1 100 100 1.0 0.0005 25 1552 -63 2297.3995939121587 2290.62899536597 50 GTEX 1 100 100 1.0 0.0005 25 1552 -64 2296.7772107840065 2290.260677903324 50 GTEX 1 100 100 1.0 0.0005 25 1552 -65 2296.1281354804846 2290.855502864707 50 GTEX 1 100 100 1.0 0.0005 25 1552 -66 2296.131920420936 2290.875310977602 50 GTEX 1 100 100 1.0 0.0005 25 1552 -67 2295.858762624033 2288.4277334467088 50 GTEX 1 100 100 1.0 0.0005 25 1552 -68 2295.961821378291 2289.714528595087 50 GTEX 1 100 100 1.0 0.0005 25 1552 -69 2294.8170233710684 2288.2819088547853 50 GTEX 1 100 100 1.0 0.0005 25 1552 -70 2294.2308700205317 2290.6535760567667 50 GTEX 1 100 100 1.0 0.0005 25 1552 -71 2293.9905487895453 2287.6360174258853 50 GTEX 1 100 100 1.0 0.0005 25 1552 -72 2294.024737477265 2287.1803263965217 50 GTEX 1 100 100 1.0 0.0005 25 1552 -73 2293.0607021739165 2286.422872913201 50 GTEX 1 100 100 1.0 0.0005 25 1552 -74 2292.517478890488 2287.473221579432 50 GTEX 1 100 100 1.0 0.0005 25 1552 -75 2293.0600925831177 2286.903521751723 50 GTEX 1 100 100 1.0 0.0005 25 1552 -76 2292.35297963485 2287.2058952534608 50 GTEX 1 100 100 1.0 0.0005 25 1552 -77 2292.1095272042853 2285.1028676776377 50 GTEX 1 100 100 1.0 0.0005 25 1552 -78 2291.8326618069264 2286.235443927489 50 GTEX 1 100 100 1.0 0.0005 25 1552 -79 2291.726402533348 2285.2654342361275 50 GTEX 1 100 100 1.0 0.0005 25 1552 -80 2291.772121430652 2284.059704682673 50 GTEX 1 100 100 1.0 0.0005 25 1552 -81 2290.777041842923 2284.6428361899953 50 GTEX 1 100 100 1.0 0.0005 25 1552 -82 2291.1186995884555 2284.811536433579 50 GTEX 1 100 100 1.0 0.0005 25 1552 -83 2290.758234556139 2283.706701706571 50 GTEX 1 100 100 1.0 0.0005 25 1552 -84 2290.118714623206 2285.271056200615 50 GTEX 1 100 100 1.0 0.0005 25 1552 -85 2290.16856712276 2283.127495247148 50 GTEX 1 100 100 1.0 0.0005 25 1552 -86 2289.9138171215222 2283.4093651136973 50 GTEX 1 100 100 1.0 0.0005 25 1552 -87 2289.697078167706 2283.8853715671785 50 GTEX 1 100 100 1.0 0.0005 25 1552 -88 2289.393592751466 2282.4064792879635 50 GTEX 1 100 100 1.0 0.0005 25 1552 -89 2289.0359314551533 2283.3006573231046 50 GTEX 1 100 100 1.0 0.0005 25 1552 -90 2288.633790326141 2283.405107737494 50 GTEX 1 100 100 1.0 0.0005 25 1552 -91 2289.1779048891876 2282.0236083056084 50 GTEX 1 100 100 1.0 0.0005 25 1552 -92 2288.921944087645 2282.755462530448 50 GTEX 1 100 100 1.0 0.0005 25 1552 -93 2288.6859905935585 2282.1783359077945 50 GTEX 1 100 100 1.0 0.0005 25 1552 -94 2288.4952223018117 2281.587510953838 50 GTEX 1 100 100 1.0 0.0005 25 1552 -95 2288.2219217134602 2281.4214143354175 50 GTEX 1 100 100 1.0 0.0005 25 1552 -96 2288.203595022925 2282.07125471572 50 GTEX 1 100 100 1.0 0.0005 25 1552 -97 2288.4126436115257 2281.3914082458264 50 GTEX 1 100 100 1.0 0.0005 25 1552 -98 2288.156293273262 2281.6531998666974 50 GTEX 1 100 100 1.0 0.0005 25 1552 -99 2287.4008085033865 2281.4917126789746 50 GTEX 1 100 100 1.0 0.0005 25 1552 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 71e3d92fc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4275.250594556048 3560.465596130139 50 GTEX 1 50 100 0.5 0.0005 25 6041 -1 3064.570575904705 2763.339122467621 50 GTEX 1 50 100 0.5 0.0005 25 6041 -2 2724.4704528466896 2710.994887435391 50 GTEX 1 50 100 0.5 0.0005 25 6041 -3 2607.317680722345 2598.6481344128742 50 GTEX 1 50 100 0.5 0.0005 25 6041 -4 2551.114172710138 2560.41778634075 50 GTEX 1 50 100 0.5 0.0005 25 6041 -5 2517.4664532161883 2577.0071594470355 50 GTEX 1 50 100 0.5 0.0005 25 6041 -6 2489.579632472297 2496.3386722463165 50 GTEX 1 50 100 0.5 0.0005 25 6041 -7 2474.9414883350964 2474.6283246754692 50 GTEX 1 50 100 0.5 0.0005 25 6041 -8 2455.2578232796327 2449.193550603018 50 GTEX 1 50 100 0.5 0.0005 25 6041 -9 2442.9556811912844 2458.2896129767705 50 GTEX 1 50 100 0.5 0.0005 25 6041 -10 2432.6561904799237 2447.6746895793726 50 GTEX 1 50 100 0.5 0.0005 25 6041 -11 2422.1552207771897 2421.7245796696766 50 GTEX 1 50 100 0.5 0.0005 25 6041 -12 2414.1721201205914 2421.9478425580737 50 GTEX 1 50 100 0.5 0.0005 25 6041 -13 2405.0235570043474 2408.0509302407618 50 GTEX 1 50 100 0.5 0.0005 25 6041 -14 2398.424983247729 2404.7554272553766 50 GTEX 1 50 100 0.5 0.0005 25 6041 -15 2393.340676051102 2408.3201560829075 50 GTEX 1 50 100 0.5 0.0005 25 6041 -16 2386.9834104807737 2389.875215827739 50 GTEX 1 50 100 0.5 0.0005 25 6041 -17 2382.3365736014744 2391.4970656710434 50 GTEX 1 50 100 0.5 0.0005 25 6041 -18 2375.976105861356 2383.026755213284 50 GTEX 1 50 100 0.5 0.0005 25 6041 -19 2370.824493914304 2386.5186178113117 50 GTEX 1 50 100 0.5 0.0005 25 6041 -20 2367.714911754524 2378.3467618412847 50 GTEX 1 50 100 0.5 0.0005 25 6041 -21 2363.111409436439 2367.6828515810657 50 GTEX 1 50 100 0.5 0.0005 25 6041 -22 2358.341280535759 2363.8305459838402 50 GTEX 1 50 100 0.5 0.0005 25 6041 -23 2355.0884872699244 2361.9520008391755 50 GTEX 1 50 100 0.5 0.0005 25 6041 -24 2352.4751568410747 2362.419020968245 50 GTEX 1 50 100 0.5 0.0005 25 6041 -25 2348.0259136692757 2355.5219225285173 50 GTEX 1 50 100 0.5 0.0005 25 6041 -26 2346.41537155485 2354.9044036285054 50 GTEX 1 50 100 0.5 0.0005 25 6041 -27 2342.162639691659 2350.183283700689 50 GTEX 1 50 100 0.5 0.0005 25 6041 -28 2340.0691413625536 2346.3652956422293 50 GTEX 1 50 100 0.5 0.0005 25 6041 -29 2336.574928967895 2347.6493346935895 50 GTEX 1 50 100 0.5 0.0005 25 6041 -30 2334.4062890181435 2345.1378262015805 50 GTEX 1 50 100 0.5 0.0005 25 6041 -31 2332.1854175194094 2347.055408782379 50 GTEX 1 50 100 0.5 0.0005 25 6041 -32 2330.5064768828975 2337.0354797595355 50 GTEX 1 50 100 0.5 0.0005 25 6041 -33 2327.648417075433 2334.938287191065 50 GTEX 1 50 100 0.5 0.0005 25 6041 -34 2325.4250913277288 2333.7286367670213 50 GTEX 1 50 100 0.5 0.0005 25 6041 -35 2323.405065478273 2331.3885252049668 50 GTEX 1 50 100 0.5 0.0005 25 6041 -36 2321.884526848403 2333.7871474349454 50 GTEX 1 50 100 0.5 0.0005 25 6041 -37 2320.148400931773 2330.4936226384266 50 GTEX 1 50 100 0.5 0.0005 25 6041 -38 2318.7590078013595 2327.6785656599036 50 GTEX 1 50 100 0.5 0.0005 25 6041 -39 2317.0939684036075 2325.2539159970593 50 GTEX 1 50 100 0.5 0.0005 25 6041 -40 2315.4551456911177 2323.1910159034874 50 GTEX 1 50 100 0.5 0.0005 25 6041 -41 2314.670867259089 2322.541993579937 50 GTEX 1 50 100 0.5 0.0005 25 6041 -42 2313.4047643706426 2320.549652911864 50 GTEX 1 50 100 0.5 0.0005 25 6041 -43 2311.9809851150294 2320.3660665881953 50 GTEX 1 50 100 0.5 0.0005 25 6041 -44 2311.3501048254793 2320.7006111870246 50 GTEX 1 50 100 0.5 0.0005 25 6041 -45 2309.338809240528 2319.7938069970887 50 GTEX 1 50 100 0.5 0.0005 25 6041 -46 2308.379392184488 2319.2508828050736 50 GTEX 1 50 100 0.5 0.0005 25 6041 -47 2307.24632293324 2317.187006613148 50 GTEX 1 50 100 0.5 0.0005 25 6041 -48 2306.4151956508463 2316.6897678157675 50 GTEX 1 50 100 0.5 0.0005 25 6041 -49 2305.5010908317627 2315.039626436995 50 GTEX 1 50 100 0.5 0.0005 25 6041 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index 6cbd40d6f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4269.191115638328 3633.883419138397 50 GTEX 1 50 100 0.0 0.0005 25 7802 -1 3043.234209282491 2817.793268588106 50 GTEX 1 50 100 0.0 0.0005 25 7802 -2 2724.776099888717 2784.8857185160705 50 GTEX 1 50 100 0.0 0.0005 25 7802 -3 2607.262579985905 2604.1991593393536 50 GTEX 1 50 100 0.0 0.0005 25 7802 -4 2552.0620213121074 2554.8827475196053 50 GTEX 1 50 100 0.0 0.0005 25 7802 -5 2518.2474552330627 2509.629184737405 50 GTEX 1 50 100 0.0 0.0005 25 7802 -6 2493.2298930454144 2537.218827976473 50 GTEX 1 50 100 0.0 0.0005 25 7802 -7 2473.232732833874 2484.5912259758197 50 GTEX 1 50 100 0.0 0.0005 25 7802 -8 2461.1217124441728 2465.9616411448433 50 GTEX 1 50 100 0.0 0.0005 25 7802 -9 2444.6258834656737 2444.498451145883 50 GTEX 1 50 100 0.0 0.0005 25 7802 -10 2433.295285365241 2438.634644018833 50 GTEX 1 50 100 0.0 0.0005 25 7802 -11 2426.4533131793746 2432.848816150042 50 GTEX 1 50 100 0.0 0.0005 25 7802 -12 2415.193438056002 2422.774195449887 50 GTEX 1 50 100 0.0 0.0005 25 7802 -13 2409.4819324848404 2415.0019164574915 50 GTEX 1 50 100 0.0 0.0005 25 7802 -14 2402.440562756648 2403.1578146350703 50 GTEX 1 50 100 0.0 0.0005 25 7802 -15 2393.904527786076 2403.045985696887 50 GTEX 1 50 100 0.0 0.0005 25 7802 -16 2388.3115577621193 2408.9119487805965 50 GTEX 1 50 100 0.0 0.0005 25 7802 -17 2383.3281656686136 2390.1793867336028 50 GTEX 1 50 100 0.0 0.0005 25 7802 -18 2377.7960935024294 2384.00571131253 50 GTEX 1 50 100 0.0 0.0005 25 7802 -19 2374.5702731466044 2378.3984653487405 50 GTEX 1 50 100 0.0 0.0005 25 7802 -20 2368.3531223489326 2392.1175439638782 50 GTEX 1 50 100 0.0 0.0005 25 7802 -21 2364.0190002112604 2371.0673294357475 50 GTEX 1 50 100 0.0 0.0005 25 7802 -22 2358.2944814573816 2374.798023760545 50 GTEX 1 50 100 0.0 0.0005 25 7802 -23 2355.9246400789007 2369.7860678321053 50 GTEX 1 50 100 0.0 0.0005 25 7802 -24 2352.2081930261866 2365.729836583591 50 GTEX 1 50 100 0.0 0.0005 25 7802 -25 2349.4460208611163 2356.2682302496733 50 GTEX 1 50 100 0.0 0.0005 25 7802 -26 2345.6915360955736 2353.483514009773 50 GTEX 1 50 100 0.0 0.0005 25 7802 -27 2341.9053349175097 2351.5404024885634 50 GTEX 1 50 100 0.0 0.0005 25 7802 -28 2339.082624181367 2346.3757245313986 50 GTEX 1 50 100 0.0 0.0005 25 7802 -29 2337.2673740340624 2345.4790145816005 50 GTEX 1 50 100 0.0 0.0005 25 7802 -30 2334.9738017277946 2344.51542216834 50 GTEX 1 50 100 0.0 0.0005 25 7802 -31 2331.9718935265264 2340.4357645593213 50 GTEX 1 50 100 0.0 0.0005 25 7802 -32 2329.528266491703 2340.2222617261764 50 GTEX 1 50 100 0.0 0.0005 25 7802 -33 2327.5890082511123 2340.4233208137775 50 GTEX 1 50 100 0.0 0.0005 25 7802 -34 2325.729336527543 2334.0454635330025 50 GTEX 1 50 100 0.0 0.0005 25 7802 -35 2323.060385722072 2332.409608093958 50 GTEX 1 50 100 0.0 0.0005 25 7802 -36 2321.838368745544 2330.540937648527 50 GTEX 1 50 100 0.0 0.0005 25 7802 -37 2321.466807628844 2338.2824590994833 50 GTEX 1 50 100 0.0 0.0005 25 7802 -38 2318.548431496415 2329.120993494534 50 GTEX 1 50 100 0.0 0.0005 25 7802 -39 2317.310097457162 2326.8547553580975 50 GTEX 1 50 100 0.0 0.0005 25 7802 -40 2316.012883801338 2325.2880896506654 50 GTEX 1 50 100 0.0 0.0005 25 7802 -41 2314.2057260118618 2324.01985429539 50 GTEX 1 50 100 0.0 0.0005 25 7802 -42 2313.3115872126946 2320.9578342220175 50 GTEX 1 50 100 0.0 0.0005 25 7802 -43 2311.912425336861 2321.3646054576107 50 GTEX 1 50 100 0.0 0.0005 25 7802 -44 2309.8594397293723 2320.0673196886883 50 GTEX 1 50 100 0.0 0.0005 25 7802 -45 2309.4347948795817 2320.657387621049 50 GTEX 1 50 100 0.0 0.0005 25 7802 -46 2308.000571423679 2318.769694165132 50 GTEX 1 50 100 0.0 0.0005 25 7802 -47 2307.1629080477746 2316.9232238073314 50 GTEX 1 50 100 0.0 0.0005 25 7802 -48 2306.384157581517 2317.0858567386526 50 GTEX 1 50 100 0.0 0.0005 25 7802 -49 2305.405446582124 2314.776143005139 50 GTEX 1 50 100 0.0 0.0005 25 7802 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index e10c9a2e6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0005lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4286.464460144655 3586.968084415102 50 GTEX 1 50 100 1.0 0.0005 25 8982 -1 3065.0981629958837 2782.032584882961 50 GTEX 1 50 100 1.0 0.0005 25 8982 -2 2724.904575546553 2624.6770715749763 50 GTEX 1 50 100 1.0 0.0005 25 8982 -3 2610.3550004549106 2588.0475507961028 50 GTEX 1 50 100 1.0 0.0005 25 8982 -4 2557.953505845965 2543.3535792129574 50 GTEX 1 50 100 1.0 0.0005 25 8982 -5 2523.4227968133137 2509.8349860013664 50 GTEX 1 50 100 1.0 0.0005 25 8982 -6 2497.9025774204556 2511.0677290651734 50 GTEX 1 50 100 1.0 0.0005 25 8982 -7 2478.4567052821644 2449.5871783934617 50 GTEX 1 50 100 1.0 0.0005 25 8982 -8 2462.5528650715974 2438.3940151200095 50 GTEX 1 50 100 1.0 0.0005 25 8982 -9 2446.3345924700607 2426.9360100923836 50 GTEX 1 50 100 1.0 0.0005 25 8982 -10 2436.8996389132562 2418.8433441046072 50 GTEX 1 50 100 1.0 0.0005 25 8982 -11 2429.7483815078035 2432.7326980416765 50 GTEX 1 50 100 1.0 0.0005 25 8982 -12 2417.650290049481 2403.4730535586978 50 GTEX 1 50 100 1.0 0.0005 25 8982 -13 2411.4232865903023 2396.238874892318 50 GTEX 1 50 100 1.0 0.0005 25 8982 -14 2402.044453270448 2399.164128408686 50 GTEX 1 50 100 1.0 0.0005 25 8982 -15 2395.0217193864623 2389.006808784978 50 GTEX 1 50 100 1.0 0.0005 25 8982 -16 2389.170086303079 2381.2583128490373 50 GTEX 1 50 100 1.0 0.0005 25 8982 -17 2383.6931553356394 2366.5087431120783 50 GTEX 1 50 100 1.0 0.0005 25 8982 -18 2379.813232189778 2364.3115099772754 50 GTEX 1 50 100 1.0 0.0005 25 8982 -19 2373.5975440180364 2358.472816380258 50 GTEX 1 50 100 1.0 0.0005 25 8982 -20 2369.099740097386 2354.199336178856 50 GTEX 1 50 100 1.0 0.0005 25 8982 -21 2365.5238888777712 2362.043623195402 50 GTEX 1 50 100 1.0 0.0005 25 8982 -22 2360.9602458241043 2349.259223270779 50 GTEX 1 50 100 1.0 0.0005 25 8982 -23 2357.528923791402 2344.8434629259 50 GTEX 1 50 100 1.0 0.0005 25 8982 -24 2355.1591187232625 2340.7048933950214 50 GTEX 1 50 100 1.0 0.0005 25 8982 -25 2350.127186124952 2339.584705657379 50 GTEX 1 50 100 1.0 0.0005 25 8982 -26 2346.517796244933 2331.4485304219643 50 GTEX 1 50 100 1.0 0.0005 25 8982 -27 2343.587231468522 2333.855132244386 50 GTEX 1 50 100 1.0 0.0005 25 8982 -28 2341.0882661585147 2326.0184328492605 50 GTEX 1 50 100 1.0 0.0005 25 8982 -29 2337.980892972381 2325.8798326847673 50 GTEX 1 50 100 1.0 0.0005 25 8982 -30 2335.916936277827 2324.470574556648 50 GTEX 1 50 100 1.0 0.0005 25 8982 -31 2333.311508325384 2320.309914708591 50 GTEX 1 50 100 1.0 0.0005 25 8982 -32 2331.473658523729 2318.929552897754 50 GTEX 1 50 100 1.0 0.0005 25 8982 -33 2329.5921786493545 2314.815112676004 50 GTEX 1 50 100 1.0 0.0005 25 8982 -34 2327.800309525028 2315.676522026497 50 GTEX 1 50 100 1.0 0.0005 25 8982 -35 2325.7927023022407 2322.7958647869386 50 GTEX 1 50 100 1.0 0.0005 25 8982 -36 2324.0834124355492 2311.5266424258853 50 GTEX 1 50 100 1.0 0.0005 25 8982 -37 2322.524772395022 2314.898938777329 50 GTEX 1 50 100 1.0 0.0005 25 8982 -38 2320.6908500158033 2307.635936432465 50 GTEX 1 50 100 1.0 0.0005 25 8982 -39 2318.7266776718634 2307.1571576368674 50 GTEX 1 50 100 1.0 0.0005 25 8982 -40 2317.507450247612 2306.867374550707 50 GTEX 1 50 100 1.0 0.0005 25 8982 -41 2316.7590397792164 2306.8545346568294 50 GTEX 1 50 100 1.0 0.0005 25 8982 -42 2314.6079185633316 2300.7553594901083 50 GTEX 1 50 100 1.0 0.0005 25 8982 -43 2313.5768415532243 2299.2414360481525 50 GTEX 1 50 100 1.0 0.0005 25 8982 -44 2312.080841957383 2300.8081319250537 50 GTEX 1 50 100 1.0 0.0005 25 8982 -45 2311.444198355348 2300.884853812678 50 GTEX 1 50 100 1.0 0.0005 25 8982 -46 2310.2292974320335 2297.7795574927964 50 GTEX 1 50 100 1.0 0.0005 25 8982 -47 2309.899917481655 2302.75030262298 50 GTEX 1 50 100 1.0 0.0005 25 8982 -48 2307.9671249059234 2296.9855706392586 50 GTEX 1 50 100 1.0 0.0005 25 8982 -49 2307.3858095730975 2294.3468790380675 50 GTEX 1 50 100 1.0 0.0005 25 8982 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index e7cc460d8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3902.629088730095 3483.9089318337096 100 GTEX 1 100 100 0.5 0.0015 25 9608 -1 2787.215920372247 2694.248959385397 100 GTEX 1 100 100 0.5 0.0015 25 9608 -2 2587.1039530511416 2692.9307336843513 100 GTEX 1 100 100 0.5 0.0015 25 9608 -3 2522.783518313203 2553.168963878327 100 GTEX 1 100 100 0.5 0.0015 25 9608 -4 2486.2082231730533 2487.379036210789 100 GTEX 1 100 100 0.5 0.0015 25 9608 -5 2464.515747263727 2504.347978367098 100 GTEX 1 100 100 0.5 0.0015 25 9608 -6 2445.940665627352 2455.0149213551567 100 GTEX 1 100 100 0.5 0.0015 25 9608 -7 2429.8231078289223 2445.274432628327 100 GTEX 1 100 100 0.5 0.0015 25 9608 -8 2418.9679784310383 2425.1981150115853 100 GTEX 1 100 100 0.5 0.0015 25 9608 -9 2410.0821540552874 2415.887850337155 100 GTEX 1 100 100 0.5 0.0015 25 9608 -10 2398.8562029770765 2412.640667701402 100 GTEX 1 100 100 0.5 0.0015 25 9608 -11 2395.136185983424 2408.4793882188687 100 GTEX 1 100 100 0.5 0.0015 25 9608 -12 2384.9311576304117 2399.4275515016043 100 GTEX 1 100 100 0.5 0.0015 25 9608 -13 2381.239743746988 2391.729494972374 100 GTEX 1 100 100 0.5 0.0015 25 9608 -14 2374.252481945921 2382.725986959363 100 GTEX 1 100 100 0.5 0.0015 25 9608 -15 2369.1802980707657 2393.4600416988474 100 GTEX 1 100 100 0.5 0.0015 25 9608 -16 2364.7636091829268 2375.0151970576876 100 GTEX 1 100 100 0.5 0.0015 25 9608 -17 2360.4934552930986 2368.878184967621 100 GTEX 1 100 100 0.5 0.0015 25 9608 -18 2356.2230241500906 2368.6798063212927 100 GTEX 1 100 100 0.5 0.0015 25 9608 -19 2352.752884841134 2363.5024209838402 100 GTEX 1 100 100 0.5 0.0015 25 9608 -20 2348.059154600355 2360.773935992455 100 GTEX 1 100 100 0.5 0.0015 25 9608 -21 2346.204897269586 2357.7253009520555 100 GTEX 1 100 100 0.5 0.0015 25 9608 -22 2343.0290412584504 2355.4289940663616 100 GTEX 1 100 100 0.5 0.0015 25 9608 -23 2339.7571794673686 2346.9193472626544 100 GTEX 1 100 100 0.5 0.0015 25 9608 -24 2337.4833447456463 2351.6232715215065 100 GTEX 1 100 100 0.5 0.0015 25 9608 -25 2335.294789012161 2344.889080323194 100 GTEX 1 100 100 0.5 0.0015 25 9608 -26 2333.283311591829 2342.0709604473623 100 GTEX 1 100 100 0.5 0.0015 25 9608 -27 2331.272731330914 2339.7414838551567 100 GTEX 1 100 100 0.5 0.0015 25 9608 -28 2329.3934803647703 2341.9342092071647 100 GTEX 1 100 100 0.5 0.0015 25 9608 -29 2326.338710134959 2337.8592830991565 100 GTEX 1 100 100 0.5 0.0015 25 9608 -30 2324.587991638925 2343.1083566643892 100 GTEX 1 100 100 0.5 0.0015 25 9608 -31 2323.592878010251 2336.1291197570104 100 GTEX 1 100 100 0.5 0.0015 25 9608 -32 2321.5122834428557 2331.8557695163972 100 GTEX 1 100 100 0.5 0.0015 25 9608 -33 2319.7145676573064 2329.694023103315 100 GTEX 1 100 100 0.5 0.0015 25 9608 -34 2318.3155175750303 2329.723487070758 100 GTEX 1 100 100 0.5 0.0015 25 9608 -35 2316.925029744565 2327.0157995187737 100 GTEX 1 100 100 0.5 0.0015 25 9608 -36 2315.8755328697303 2327.8291451921937 100 GTEX 1 100 100 0.5 0.0015 25 9608 -37 2314.2136237173786 2324.7335924503923 100 GTEX 1 100 100 0.5 0.0015 25 9608 -38 2312.941617484378 2322.8037304316185 100 GTEX 1 100 100 0.5 0.0015 25 9608 -39 2311.7093816998768 2324.2290391813212 100 GTEX 1 100 100 0.5 0.0015 25 9608 -40 2310.9119201640815 2325.4506418206392 100 GTEX 1 100 100 0.5 0.0015 25 9608 -41 2309.7292652994447 2320.304241920152 100 GTEX 1 100 100 0.5 0.0015 25 9608 -42 2308.698035646646 2318.7012786285054 100 GTEX 1 100 100 0.5 0.0015 25 9608 -43 2307.616365772222 2324.902319614425 100 GTEX 1 100 100 0.5 0.0015 25 9608 -44 2306.7429882100737 2318.053134468572 100 GTEX 1 100 100 0.5 0.0015 25 9608 -45 2305.452086029101 2318.876867722196 100 GTEX 1 100 100 0.5 0.0015 25 9608 -46 2304.9604975465763 2315.255094462928 100 GTEX 1 100 100 0.5 0.0015 25 9608 -47 2304.0686982629213 2314.0619300291114 100 GTEX 1 100 100 0.5 0.0015 25 9608 -48 2303.5516943467687 2312.943083672469 100 GTEX 1 100 100 0.5 0.0015 25 9608 -49 2302.5350092292224 2313.0628759579968 100 GTEX 1 100 100 0.5 0.0015 25 9608 -50 2301.664274843288 2314.090120380822 100 GTEX 1 100 100 0.5 0.0015 25 9608 -51 2301.1320646307568 2310.9328409057152 100 GTEX 1 100 100 0.5 0.0015 25 9608 -52 2300.4189441520134 2311.03609846572 100 GTEX 1 100 100 0.5 0.0015 25 9608 -53 2299.6112886942387 2310.7030015372507 100 GTEX 1 100 100 0.5 0.0015 25 9608 -54 2299.3395021800648 2310.423568203422 100 GTEX 1 100 100 0.5 0.0015 25 9608 -55 2298.5985406182745 2309.7922855275665 100 GTEX 1 100 100 0.5 0.0015 25 9608 -56 2297.693697721361 2308.2504316554778 100 GTEX 1 100 100 0.5 0.0015 25 9608 -57 2297.2074768253374 2307.8249474587096 100 GTEX 1 100 100 0.5 0.0015 25 9608 -58 2296.789012573281 2307.9128065218038 100 GTEX 1 100 100 0.5 0.0015 25 9608 -59 2295.7930133384803 2305.3881158284817 100 GTEX 1 100 100 0.5 0.0015 25 9608 -60 2295.758298176602 2306.122521462096 100 GTEX 1 100 100 0.5 0.0015 25 9608 -61 2294.895187930773 2307.6641599705918 100 GTEX 1 100 100 0.5 0.0015 25 9608 -62 2294.490208354308 2305.8825405106345 100 GTEX 1 100 100 0.5 0.0015 25 9608 -63 2294.1628830844147 2305.2564739038735 100 GTEX 1 100 100 0.5 0.0015 25 9608 -64 2293.7208706219217 2303.797883124406 100 GTEX 1 100 100 0.5 0.0015 25 9608 -65 2292.9522188403635 2304.1141863340663 100 GTEX 1 100 100 0.5 0.0015 25 9608 -66 2292.611322270989 2307.5557680311313 100 GTEX 1 100 100 0.5 0.0015 25 9608 -67 2292.302781516551 2302.665505993049 100 GTEX 1 100 100 0.5 0.0015 25 9608 -68 2291.7159329312926 2303.0466187915877 100 GTEX 1 100 100 0.5 0.0015 25 9608 -69 2291.8864062438106 2305.9470474765326 100 GTEX 1 100 100 0.5 0.0015 25 9608 -70 2290.9127694598674 2303.4412001693204 100 GTEX 1 100 100 0.5 0.0015 25 9608 -71 2290.7974068897634 2300.8921464695222 100 GTEX 1 100 100 0.5 0.0015 25 9608 -72 2290.453435984662 2303.1749754931084 100 GTEX 1 100 100 0.5 0.0015 25 9608 -73 2289.4882317101096 2300.7320858335315 100 GTEX 1 100 100 0.5 0.0015 25 9608 -74 2289.4742664382693 2301.9400119563925 100 GTEX 1 100 100 0.5 0.0015 25 9608 -75 2289.1746659448613 2300.020516167122 100 GTEX 1 100 100 0.5 0.0015 25 9608 -76 2288.9872344909454 2299.7493269887714 100 GTEX 1 100 100 0.5 0.0015 25 9608 -77 2288.6541266702757 2302.9268190797293 100 GTEX 1 100 100 0.5 0.0015 25 9608 -78 2288.2159649349383 2298.9876091670626 100 GTEX 1 100 100 0.5 0.0015 25 9608 -79 2287.7168612175433 2298.601573639496 100 GTEX 1 100 100 0.5 0.0015 25 9608 -80 2287.0390855550036 2297.130158515031 100 GTEX 1 100 100 0.5 0.0015 25 9608 -81 2286.989554742378 2299.0379151318916 100 GTEX 1 100 100 0.5 0.0015 25 9608 -82 2286.734587265922 2297.0281355825214 100 GTEX 1 100 100 0.5 0.0015 25 9608 -83 2286.733294303155 2297.759686720235 100 GTEX 1 100 100 0.5 0.0015 25 9608 -84 2287.2838243722435 2296.5650026734793 100 GTEX 1 100 100 0.5 0.0015 25 9608 -85 2286.463364284117 2296.6096804078543 100 GTEX 1 100 100 0.5 0.0015 25 9608 -86 2285.9264992560506 2297.361972359197 100 GTEX 1 100 100 0.5 0.0015 25 9608 -87 2285.4193765493787 2295.8518419156962 100 GTEX 1 100 100 0.5 0.0015 25 9608 -88 2285.676138318881 2297.0154968957936 100 GTEX 1 100 100 0.5 0.0015 25 9608 -89 2285.229968322322 2298.7313051405063 100 GTEX 1 100 100 0.5 0.0015 25 9608 -90 2285.4260605404793 2295.322854161716 100 GTEX 1 100 100 0.5 0.0015 25 9608 -91 2284.5492575308886 2295.130449070223 100 GTEX 1 100 100 0.5 0.0015 25 9608 -92 2285.083144982035 2296.1085116890445 100 GTEX 1 100 100 0.5 0.0015 25 9608 -93 2284.445135229201 2295.1021798137476 100 GTEX 1 100 100 0.5 0.0015 25 9608 -94 2284.3263459480136 2299.1046444272815 100 GTEX 1 100 100 0.5 0.0015 25 9608 -95 2284.592379929335 2295.089076981345 100 GTEX 1 100 100 0.5 0.0015 25 9608 -96 2284.252874860948 2294.541219849097 100 GTEX 1 100 100 0.5 0.0015 25 9608 -97 2283.830474676219 2297.4358857013426 100 GTEX 1 100 100 0.5 0.0015 25 9608 -98 2284.007389412317 2294.98915477216 100 GTEX 1 100 100 0.5 0.0015 25 9608 -99 2283.4539485329797 2295.1513476933815 100 GTEX 1 100 100 0.5 0.0015 25 9608 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index ad7e04624..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3881.203027493324 3560.1880579031013 100 GTEX 1 100 100 0.0 0.0015 25 3875 -1 2750.54956962446 2738.8621914359555 100 GTEX 1 100 100 0.0 0.0015 25 3875 -2 2589.235096668031 2791.30374528428 100 GTEX 1 100 100 0.0 0.0015 25 3875 -3 2530.5526163406025 2507.051790302697 100 GTEX 1 100 100 0.0 0.0015 25 3875 -4 2494.508720361684 2467.2165889377375 100 GTEX 1 100 100 0.0 0.0015 25 3875 -5 2469.474502249178 2499.1883493865853 100 GTEX 1 100 100 0.0 0.0015 25 3875 -6 2454.6006622975287 2443.2523792107295 100 GTEX 1 100 100 0.0 0.0015 25 3875 -7 2437.231757457649 2420.4131796949264 100 GTEX 1 100 100 0.0 0.0015 25 3875 -8 2426.9457796346023 2402.785314987821 100 GTEX 1 100 100 0.0 0.0015 25 3875 -9 2415.6712213107044 2396.2621680430134 100 GTEX 1 100 100 0.0 0.0015 25 3875 -10 2407.49975503414 2398.753614766516 100 GTEX 1 100 100 0.0 0.0015 25 3875 -11 2399.980767536657 2383.934678922588 100 GTEX 1 100 100 0.0 0.0015 25 3875 -12 2390.995197467395 2372.7724442282556 100 GTEX 1 100 100 0.0 0.0015 25 3875 -13 2386.101611472541 2380.867097455739 100 GTEX 1 100 100 0.0 0.0015 25 3875 -14 2379.8766163259547 2361.9421479547887 100 GTEX 1 100 100 0.0 0.0015 25 3875 -15 2374.5313503434218 2353.2204199961384 100 GTEX 1 100 100 0.0 0.0015 25 3875 -16 2369.4337244465974 2354.276665169023 100 GTEX 1 100 100 0.0 0.0015 25 3875 -17 2365.4898456119367 2351.536676791231 100 GTEX 1 100 100 0.0 0.0015 25 3875 -18 2360.973961436561 2348.681495811549 100 GTEX 1 100 100 0.0 0.0015 25 3875 -19 2357.816857240942 2339.7725741890445 100 GTEX 1 100 100 0.0 0.0015 25 3875 -20 2354.076581552614 2340.1305214769486 100 GTEX 1 100 100 0.0 0.0015 25 3875 -21 2350.5935917096062 2332.7686456600522 100 GTEX 1 100 100 0.0 0.0015 25 3875 -22 2347.868185131782 2329.6323037963402 100 GTEX 1 100 100 0.0 0.0015 25 3875 -23 2344.1808965208916 2326.493509386882 100 GTEX 1 100 100 0.0 0.0015 25 3875 -24 2341.267256051242 2326.7166910497863 100 GTEX 1 100 100 0.0 0.0015 25 3875 -25 2338.939107222581 2325.009969849097 100 GTEX 1 100 100 0.0 0.0015 25 3875 -26 2335.7004665827267 2327.8494162903994 100 GTEX 1 100 100 0.0 0.0015 25 3875 -27 2334.6488575446288 2319.6872521462096 100 GTEX 1 100 100 0.0 0.0015 25 3875 -28 2331.3991373250915 2319.665480000891 100 GTEX 1 100 100 0.0 0.0015 25 3875 -29 2330.2653927221286 2315.0732672513664 100 GTEX 1 100 100 0.0 0.0015 25 3875 -30 2328.328337008036 2315.1936684960197 100 GTEX 1 100 100 0.0 0.0015 25 3875 -31 2327.0367883585745 2317.8902546117515 100 GTEX 1 100 100 0.0 0.0015 25 3875 -32 2325.2945956492786 2311.7236922231464 100 GTEX 1 100 100 0.0 0.0015 25 3875 -33 2323.598384133082 2309.564631356939 100 GTEX 1 100 100 0.0 0.0015 25 3875 -34 2321.9314665519864 2308.3442076476354 100 GTEX 1 100 100 0.0 0.0015 25 3875 -35 2320.074855315669 2306.8687683801686 100 GTEX 1 100 100 0.0 0.0015 25 3875 -36 2318.2236378928533 2307.4280908388782 100 GTEX 1 100 100 0.0 0.0015 25 3875 -37 2317.793737301696 2302.8098283774953 100 GTEX 1 100 100 0.0 0.0015 25 3875 -38 2316.7028680940207 2303.2656983350166 100 GTEX 1 100 100 0.0 0.0015 25 3875 -39 2315.1898295869037 2302.2436662681203 100 GTEX 1 100 100 0.0 0.0015 25 3875 -40 2313.9993605460086 2302.3303371182865 100 GTEX 1 100 100 0.0 0.0015 25 3875 -41 2313.1268618075865 2297.578849067253 100 GTEX 1 100 100 0.0 0.0015 25 3875 -42 2311.73947874339 2298.3346991593394 100 GTEX 1 100 100 0.0 0.0015 25 3875 -43 2311.007696270804 2296.6978745841257 100 GTEX 1 100 100 0.0 0.0015 25 3875 -44 2309.771999347445 2297.898177578422 100 GTEX 1 100 100 0.0 0.0015 25 3875 -45 2309.0182974204804 2294.021348844463 100 GTEX 1 100 100 0.0 0.0015 25 3875 -46 2307.783699091251 2294.281756847077 100 GTEX 1 100 100 0.0 0.0015 25 3875 -47 2306.911903401495 2296.1440494667895 100 GTEX 1 100 100 0.0 0.0015 25 3875 -48 2306.6572736008966 2294.7703147278994 100 GTEX 1 100 100 0.0 0.0015 25 3875 -49 2305.4867508516427 2291.0412235622625 100 GTEX 1 100 100 0.0 0.0015 25 3875 -50 2304.772692854331 2290.636761451402 100 GTEX 1 100 100 0.0 0.0015 25 3875 -51 2303.6589642753693 2290.628917389496 100 GTEX 1 100 100 0.0 0.0015 25 3875 -52 2303.3313390583326 2289.222079781072 100 GTEX 1 100 100 0.0 0.0015 25 3875 -53 2302.577739589454 2291.5512259015563 100 GTEX 1 100 100 0.0 0.0015 25 3875 -54 2301.6852671976917 2289.8845632574858 100 GTEX 1 100 100 0.0 0.0015 25 3875 -55 2301.4410197047555 2288.85472611692 100 GTEX 1 100 100 0.0 0.0015 25 3875 -56 2300.7389207039914 2289.3659278086384 100 GTEX 1 100 100 0.0 0.0015 25 3875 -57 2300.244969418853 2286.6301204550855 100 GTEX 1 100 100 0.0 0.0015 25 3875 -58 2298.882338789306 2284.984273816243 100 GTEX 1 100 100 0.0 0.0015 25 3875 -59 2298.904542923981 2285.447187648527 100 GTEX 1 100 100 0.0 0.0015 25 3875 -60 2298.159754541062 2284.5298974795032 100 GTEX 1 100 100 0.0 0.0015 25 3875 -61 2297.9879345997115 2283.899512461383 100 GTEX 1 100 100 0.0 0.0015 25 3875 -62 2296.828369707974 2284.4998180548955 100 GTEX 1 100 100 0.0 0.0015 25 3875 -63 2296.844183016292 2283.637815062084 100 GTEX 1 100 100 0.0 0.0015 25 3875 -64 2295.9112299323474 2283.145585788973 100 GTEX 1 100 100 0.0 0.0015 25 3875 -65 2295.8421273558397 2283.603869304004 100 GTEX 1 100 100 0.0 0.0015 25 3875 -66 2295.4920928042807 2280.786833672469 100 GTEX 1 100 100 0.0 0.0015 25 3875 -67 2295.282480838043 2281.4688762476235 100 GTEX 1 100 100 0.0 0.0015 25 3875 -68 2294.920927578612 2281.0860683890805 100 GTEX 1 100 100 0.0 0.0015 25 3875 -69 2294.2018647629593 2281.5354681558933 100 GTEX 1 100 100 0.0 0.0015 25 3875 -70 2293.6486829300547 2281.2079697525546 100 GTEX 1 100 100 0.0 0.0015 25 3875 -71 2292.9336385190004 2279.803276497148 100 GTEX 1 100 100 0.0 0.0015 25 3875 -72 2292.8088920466735 2280.3051562871315 100 GTEX 1 100 100 0.0 0.0015 25 3875 -73 2292.4981899501227 2278.5453377495246 100 GTEX 1 100 100 0.0 0.0015 25 3875 -74 2292.532878446594 2279.6121329536004 100 GTEX 1 100 100 0.0 0.0015 25 3875 -75 2291.4340261473653 2276.638140892348 100 GTEX 1 100 100 0.0 0.0015 25 3875 -76 2291.4586270998107 2277.6056265595294 100 GTEX 1 100 100 0.0 0.0015 25 3875 -77 2290.547021737103 2278.5644271328424 100 GTEX 1 100 100 0.0 0.0015 25 3875 -78 2291.0511010027844 2277.855526304064 100 GTEX 1 100 100 0.0 0.0015 25 3875 -79 2290.3105352185553 2276.8675031190587 100 GTEX 1 100 100 0.0 0.0015 25 3875 -80 2289.923918720333 2277.957172350285 100 GTEX 1 100 100 0.0 0.0015 25 3875 -81 2290.15602924963 2276.7684237984195 100 GTEX 1 100 100 0.0 0.0015 25 3875 -82 2289.492583741756 2275.173718586621 100 GTEX 1 100 100 0.0 0.0015 25 3875 -83 2289.069472075491 2275.0023801390207 100 GTEX 1 100 100 0.0 0.0015 25 3875 -84 2288.9239161930504 2275.3788115642824 100 GTEX 1 100 100 0.0 0.0015 25 3875 -85 2288.5474566875396 2274.9813134951282 100 GTEX 1 100 100 0.0 0.0015 25 3875 -86 2289.1183111606438 2277.280382047588 100 GTEX 1 100 100 0.0 0.0015 25 3875 -87 2288.444682072017 2275.8060390922055 100 GTEX 1 100 100 0.0 0.0015 25 3875 -88 2287.94290155008 2274.1715500980276 100 GTEX 1 100 100 0.0 0.0015 25 3875 -89 2287.561349390275 2274.544290636882 100 GTEX 1 100 100 0.0 0.0015 25 3875 -90 2287.751770051767 2274.3232226933815 100 GTEX 1 100 100 0.0 0.0015 25 3875 -91 2287.650953022671 2273.667496249703 100 GTEX 1 100 100 0.0 0.0015 25 3875 -92 2287.913764229115 2277.1176720680846 100 GTEX 1 100 100 0.0 0.0015 25 3875 -93 2287.441348535125 2273.0367250623813 100 GTEX 1 100 100 0.0 0.0015 25 3875 -94 2287.548306885926 2273.7750100255466 100 GTEX 1 100 100 0.0 0.0015 25 3875 -95 2286.7649545481177 2274.60821277923 100 GTEX 1 100 100 0.0 0.0015 25 3875 -96 2286.6057423154116 2273.5025472314637 100 GTEX 1 100 100 0.0 0.0015 25 3875 -97 2286.093758510236 2272.593751856583 100 GTEX 1 100 100 0.0 0.0015 25 3875 -98 2285.932336478648 2272.619681818857 100 GTEX 1 100 100 0.0 0.0015 25 3875 -99 2285.6214335920995 2271.5539476517943 100 GTEX 1 100 100 0.0 0.0015 25 3875 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index db118cd48..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3870.198809485004 3627.798621116029 100 GTEX 1 100 100 1.0 0.0015 25 6531 -1 2756.5439828091166 2844.0995954506297 100 GTEX 1 100 100 1.0 0.0015 25 6531 -2 2585.5991157812996 2582.9624543280656 100 GTEX 1 100 100 1.0 0.0015 25 6531 -3 2525.110223573705 2523.7547082937263 100 GTEX 1 100 100 1.0 0.0015 25 6531 -4 2491.0119970863016 2491.4541851087215 100 GTEX 1 100 100 1.0 0.0015 25 6531 -5 2467.809548160097 2467.140582298598 100 GTEX 1 100 100 1.0 0.0015 25 6531 -6 2446.9643059546484 2456.88525390625 100 GTEX 1 100 100 1.0 0.0015 25 6531 -7 2433.0906891774966 2450.7149690693323 100 GTEX 1 100 100 1.0 0.0015 25 6531 -8 2421.9996443752807 2439.4219167731108 100 GTEX 1 100 100 1.0 0.0015 25 6531 -9 2412.2031965117726 2417.5587961175142 100 GTEX 1 100 100 1.0 0.0015 25 6531 -10 2403.9723197862063 2412.158943901497 100 GTEX 1 100 100 1.0 0.0015 25 6531 -11 2394.427603162631 2399.3289595339234 100 GTEX 1 100 100 1.0 0.0015 25 6531 -12 2387.5982174098185 2385.8069571723504 100 GTEX 1 100 100 1.0 0.0015 25 6531 -13 2382.479751414453 2387.5721848636526 100 GTEX 1 100 100 1.0 0.0015 25 6531 -14 2377.2197237515434 2380.7511696471006 100 GTEX 1 100 100 1.0 0.0015 25 6531 -15 2370.2966692585924 2383.2151389466494 100 GTEX 1 100 100 1.0 0.0015 25 6531 -16 2365.52774468528 2373.381593653458 100 GTEX 1 100 100 1.0 0.0015 25 6531 -17 2360.769512424326 2364.9351077931915 100 GTEX 1 100 100 1.0 0.0015 25 6531 -18 2357.029509759848 2362.911587675261 100 GTEX 1 100 100 1.0 0.0015 25 6531 -19 2354.058179507805 2357.7571859033387 100 GTEX 1 100 100 1.0 0.0015 25 6531 -20 2349.3336842989133 2358.9256197273053 100 GTEX 1 100 100 1.0 0.0015 25 6531 -21 2347.719787990932 2354.8524777952707 100 GTEX 1 100 100 1.0 0.0015 25 6531 -22 2343.8527785096007 2350.2548568203424 100 GTEX 1 100 100 1.0 0.0015 25 6531 -23 2340.7792940382546 2355.27457929836 100 GTEX 1 100 100 1.0 0.0015 25 6531 -24 2338.6587978615685 2347.7290716715183 100 GTEX 1 100 100 1.0 0.0015 25 6531 -25 2335.633426603803 2339.387208887833 100 GTEX 1 100 100 1.0 0.0015 25 6531 -26 2333.217427586658 2339.9975390996315 100 GTEX 1 100 100 1.0 0.0015 25 6531 -27 2332.0562105228196 2346.8998633555134 100 GTEX 1 100 100 1.0 0.0015 25 6531 -28 2328.553415090743 2335.1637246019486 100 GTEX 1 100 100 1.0 0.0015 25 6531 -29 2326.9910063307907 2333.034258592265 100 GTEX 1 100 100 1.0 0.0015 25 6531 -30 2325.28645558255 2331.3170198505823 100 GTEX 1 100 100 1.0 0.0015 25 6531 -31 2324.2360952539907 2333.2588057717444 100 GTEX 1 100 100 1.0 0.0015 25 6531 -32 2322.077282667135 2331.386039240732 100 GTEX 1 100 100 1.0 0.0015 25 6531 -33 2320.0490781970016 2328.308113823372 100 GTEX 1 100 100 1.0 0.0015 25 6531 -34 2318.984439110446 2324.7473404452826 100 GTEX 1 100 100 1.0 0.0015 25 6531 -35 2318.3905317742306 2323.1676633421457 100 GTEX 1 100 100 1.0 0.0015 25 6531 -36 2316.5002271201524 2323.0004687871315 100 GTEX 1 100 100 1.0 0.0015 25 6531 -37 2314.940025889686 2322.801081088106 100 GTEX 1 100 100 1.0 0.0015 25 6531 -38 2313.783132077422 2321.770950607474 100 GTEX 1 100 100 1.0 0.0015 25 6531 -39 2312.3262605103996 2320.7122742395436 100 GTEX 1 100 100 1.0 0.0015 25 6531 -40 2311.2737357966735 2317.089164240732 100 GTEX 1 100 100 1.0 0.0015 25 6531 -41 2309.983467705665 2317.1540945074858 100 GTEX 1 100 100 1.0 0.0015 25 6531 -42 2308.966957641099 2316.897503638902 100 GTEX 1 100 100 1.0 0.0015 25 6531 -43 2308.1496226148643 2316.2079057004516 100 GTEX 1 100 100 1.0 0.0015 25 6531 -44 2307.2411636927945 2315.268220502614 100 GTEX 1 100 100 1.0 0.0015 25 6531 -45 2306.1523849859627 2314.227328340364 100 GTEX 1 100 100 1.0 0.0015 25 6531 -46 2306.028202768086 2312.9622872356226 100 GTEX 1 100 100 1.0 0.0015 25 6531 -47 2304.2646506037418 2312.4948637639613 100 GTEX 1 100 100 1.0 0.0015 25 6531 -48 2304.112412690134 2311.1677923746433 100 GTEX 1 100 100 1.0 0.0015 25 6531 -49 2302.8413945729244 2309.746674860385 100 GTEX 1 100 100 1.0 0.0015 25 6531 -50 2302.0585988303533 2311.3961251262476 100 GTEX 1 100 100 1.0 0.0015 25 6531 -51 2301.7736413330517 2308.779110288439 100 GTEX 1 100 100 1.0 0.0015 25 6531 -52 2301.020155901338 2307.3831411151377 100 GTEX 1 100 100 1.0 0.0015 25 6531 -53 2299.7258825837034 2307.4898407794676 100 GTEX 1 100 100 1.0 0.0015 25 6531 -54 2299.331955483109 2307.4344951209005 100 GTEX 1 100 100 1.0 0.0015 25 6531 -55 2299.0381752176145 2305.9407239558577 100 GTEX 1 100 100 1.0 0.0015 25 6531 -56 2298.3766530489133 2306.286278554242 100 GTEX 1 100 100 1.0 0.0015 25 6531 -57 2297.6580102005237 2304.869484092799 100 GTEX 1 100 100 1.0 0.0015 25 6531 -58 2297.476789336478 2305.0755703422055 100 GTEX 1 100 100 1.0 0.0015 25 6531 -59 2296.6361662551494 2303.5809423642468 100 GTEX 1 100 100 1.0 0.0015 25 6531 -60 2295.7958724941736 2302.8822518120246 100 GTEX 1 100 100 1.0 0.0015 25 6531 -61 2295.05758361075 2302.6557821411598 100 GTEX 1 100 100 1.0 0.0015 25 6531 -62 2294.7249684296025 2302.3002465541826 100 GTEX 1 100 100 1.0 0.0015 25 6531 -63 2295.0903420372247 2302.1130009060125 100 GTEX 1 100 100 1.0 0.0015 25 6531 -64 2293.759941271118 2300.270685116148 100 GTEX 1 100 100 1.0 0.0015 25 6531 -65 2293.3239564542046 2300.718020362999 100 GTEX 1 100 100 1.0 0.0015 25 6531 -66 2292.9912854665386 2300.1728097893892 100 GTEX 1 100 100 1.0 0.0015 25 6531 -67 2292.045487444668 2300.270363927341 100 GTEX 1 100 100 1.0 0.0015 25 6531 -68 2291.8580906506236 2299.4973608676924 100 GTEX 1 100 100 1.0 0.0015 25 6531 -69 2291.8670939647673 2299.0486099765326 100 GTEX 1 100 100 1.0 0.0015 25 6531 -70 2291.1993112279 2298.5485579922174 100 GTEX 1 100 100 1.0 0.0015 25 6531 -71 2291.5715198962102 2300.19793956452 100 GTEX 1 100 100 1.0 0.0015 25 6531 -72 2290.7337479761113 2297.24422974097 100 GTEX 1 100 100 1.0 0.0015 25 6531 -73 2290.5083911444854 2298.892833405121 100 GTEX 1 100 100 1.0 0.0015 25 6531 -74 2290.102530732784 2296.944169773348 100 GTEX 1 100 100 1.0 0.0015 25 6531 -75 2289.8371107005337 2299.2349338313925 100 GTEX 1 100 100 1.0 0.0015 25 6531 -76 2288.9321667123295 2297.0125792760814 100 GTEX 1 100 100 1.0 0.0015 25 6531 -77 2288.482926248333 2297.1825095057034 100 GTEX 1 100 100 1.0 0.0015 25 6531 -78 2288.6605486234666 2295.8552728805253 100 GTEX 1 100 100 1.0 0.0015 25 6531 -79 2288.22259110801 2297.8107083976947 100 GTEX 1 100 100 1.0 0.0015 25 6531 -80 2288.204361176282 2295.2685500460434 100 GTEX 1 100 100 1.0 0.0015 25 6531 -81 2287.845012506437 2295.8610830560838 100 GTEX 1 100 100 1.0 0.0015 25 6531 -82 2287.55268519615 2295.1826775264376 100 GTEX 1 100 100 1.0 0.0015 25 6531 -83 2286.88450799694 2293.8304717205324 100 GTEX 1 100 100 1.0 0.0015 25 6531 -84 2286.5131264462243 2294.2585811252375 100 GTEX 1 100 100 1.0 0.0015 25 6531 -85 2286.5110878836103 2293.9487128312144 100 GTEX 1 100 100 1.0 0.0015 25 6531 -86 2286.1578230011155 2293.624543280656 100 GTEX 1 100 100 1.0 0.0015 25 6531 -87 2286.282099708403 2292.70108275903 100 GTEX 1 100 100 1.0 0.0015 25 6531 -88 2285.8315643732835 2292.813962987167 100 GTEX 1 100 100 1.0 0.0015 25 6531 -89 2285.809227504712 2293.1869615910173 100 GTEX 1 100 100 1.0 0.0015 25 6531 -90 2285.0641735250574 2292.4987848666233 100 GTEX 1 100 100 1.0 0.0015 25 6531 -91 2285.084127630643 2292.268753341849 100 GTEX 1 100 100 1.0 0.0015 25 6531 -92 2285.3234947609953 2293.2255590170507 100 GTEX 1 100 100 1.0 0.0015 25 6531 -93 2285.12763737378 2293.8960155878685 100 GTEX 1 100 100 1.0 0.0015 25 6531 -94 2284.4357530032366 2293.1495746569035 100 GTEX 1 100 100 1.0 0.0015 25 6531 -95 2284.7710650266636 2294.304947421578 100 GTEX 1 100 100 1.0 0.0015 25 6531 -96 2284.1600725917992 2293.402572109672 100 GTEX 1 100 100 1.0 0.0015 25 6531 -97 2284.7745302401186 2292.3613206986693 100 GTEX 1 100 100 1.0 0.0015 25 6531 -98 2283.973772303008 2292.590246628446 100 GTEX 1 100 100 1.0 0.0015 25 6531 -99 2283.7760747190487 2291.3290198728614 100 GTEX 1 100 100 1.0 0.0015 25 6531 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index b0b7ca03e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3891.069288976469 3996.857766271091 100 GTEX 1 50 100 0.5 0.0015 25 1902 -1 2754.4306947767163 3011.4811918889613 100 GTEX 1 50 100 0.5 0.0015 25 1902 -2 2580.2176640938587 2640.0739476889257 100 GTEX 1 50 100 0.5 0.0015 25 1902 -3 2524.7552185284244 2543.985848198372 100 GTEX 1 50 100 0.5 0.0015 25 1902 -4 2489.187249695901 2502.3348077694272 100 GTEX 1 50 100 0.5 0.0015 25 1902 -5 2467.3208907060794 2471.3485288438687 100 GTEX 1 50 100 0.5 0.0015 25 1902 -6 2448.22751814795 2471.1852535349335 100 GTEX 1 50 100 0.5 0.0015 25 1902 -7 2432.723419205571 2445.7507825496077 100 GTEX 1 50 100 0.5 0.0015 25 1902 -8 2420.5307924071776 2434.411762194035 100 GTEX 1 50 100 0.5 0.0015 25 1902 -9 2410.4300421705416 2431.3183287413854 100 GTEX 1 50 100 0.5 0.0015 25 1902 -10 2401.7635777724186 2424.6414326134745 100 GTEX 1 50 100 0.5 0.0015 25 1902 -11 2394.2547491244254 2408.3541969908506 100 GTEX 1 50 100 0.5 0.0015 25 1902 -12 2385.3646071448024 2416.6922862701995 100 GTEX 1 50 100 0.5 0.0015 25 1902 -13 2382.3159095358797 2411.2395864276377 100 GTEX 1 50 100 0.5 0.0015 25 1902 -14 2375.179707202486 2391.4430446842325 100 GTEX 1 50 100 0.5 0.0015 25 1902 -15 2367.8904775150277 2390.636310301806 100 GTEX 1 50 100 0.5 0.0015 25 1902 -16 2364.9667505844727 2387.250090044261 100 GTEX 1 50 100 0.5 0.0015 25 1902 -17 2359.8776276772687 2386.7345012476235 100 GTEX 1 50 100 0.5 0.0015 25 1902 -18 2356.117318660792 2383.51129916231 100 GTEX 1 50 100 0.5 0.0015 25 1902 -19 2352.709813684625 2380.3744755153875 100 GTEX 1 50 100 0.5 0.0015 25 1902 -20 2348.5048462958503 2380.940606991148 100 GTEX 1 50 100 0.5 0.0015 25 1902 -21 2346.3865440322716 2370.33720276111 100 GTEX 1 50 100 0.5 0.0015 25 1902 -22 2343.315232559483 2363.0334992499406 100 GTEX 1 50 100 0.5 0.0015 25 1902 -23 2339.8091176968765 2361.4565132634266 100 GTEX 1 50 100 0.5 0.0015 25 1902 -24 2337.5216181920173 2359.434530395972 100 GTEX 1 50 100 0.5 0.0015 25 1902 -25 2334.9966479726863 2360.2910573981108 100 GTEX 1 50 100 0.5 0.0015 25 1902 -26 2332.732097248171 2354.405828555727 100 GTEX 1 50 100 0.5 0.0015 25 1902 -27 2329.803988809607 2354.8206828882485 100 GTEX 1 50 100 0.5 0.0015 25 1902 -28 2328.0803195062454 2352.7244367128087 100 GTEX 1 50 100 0.5 0.0015 25 1902 -29 2326.666132473122 2350.165856887179 100 GTEX 1 50 100 0.5 0.0015 25 1902 -30 2324.6082922400674 2345.2387073357295 100 GTEX 1 50 100 0.5 0.0015 25 1902 -31 2323.0912879628745 2345.8522141605276 100 GTEX 1 50 100 0.5 0.0015 25 1902 -32 2320.7277213878638 2343.6005506624288 100 GTEX 1 50 100 0.5 0.0015 25 1902 -33 2319.654597105818 2341.1741446723504 100 GTEX 1 50 100 0.5 0.0015 25 1902 -34 2318.326339114036 2340.161632233246 100 GTEX 1 50 100 0.5 0.0015 25 1902 -35 2316.7731779120068 2338.8581737909935 100 GTEX 1 50 100 0.5 0.0015 25 1902 -36 2315.6499556745634 2336.2531775412904 100 GTEX 1 50 100 0.5 0.0015 25 1902 -37 2314.124288466887 2336.4294786344462 100 GTEX 1 50 100 0.5 0.0015 25 1902 -38 2312.6490185428247 2334.2751186356345 100 GTEX 1 50 100 0.5 0.0015 25 1902 -39 2311.805345238105 2334.935342650903 100 GTEX 1 50 100 0.5 0.0015 25 1902 -40 2310.5335584918334 2332.3498525873338 100 GTEX 1 50 100 0.5 0.0015 25 1902 -41 2309.1293545331396 2329.6679093393536 100 GTEX 1 50 100 0.5 0.0015 25 1902 -42 2308.251525679045 2330.353356887179 100 GTEX 1 50 100 0.5 0.0015 25 1902 -43 2307.104173311528 2331.853518409874 100 GTEX 1 50 100 0.5 0.0015 25 1902 -44 2306.0493423237876 2327.737594314401 100 GTEX 1 50 100 0.5 0.0015 25 1902 -45 2304.8793538626364 2327.491752131357 100 GTEX 1 50 100 0.5 0.0015 25 1902 -46 2303.6704715331052 2325.8831531829255 100 GTEX 1 50 100 0.5 0.0015 25 1902 -47 2303.3505837970465 2326.390880280121 100 GTEX 1 50 100 0.5 0.0015 25 1902 -48 2302.884605116787 2324.401488793667 100 GTEX 1 50 100 0.5 0.0015 25 1902 -49 2301.5159532630205 2325.8466917552873 100 GTEX 1 50 100 0.5 0.0015 25 1902 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index 7653be32d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3875.208875082936 3703.603237137595 100 GTEX 1 50 100 0.0 0.0015 25 1391 -1 2765.424798962432 2644.3080005718275 100 GTEX 1 50 100 0.0 0.0015 25 1391 -2 2599.1524077057147 2548.473497281963 100 GTEX 1 50 100 0.0 0.0015 25 1391 -3 2539.244952939941 2574.1726018521267 100 GTEX 1 50 100 0.0 0.0015 25 1391 -4 2504.895522073593 2461.5495744712453 100 GTEX 1 50 100 0.0 0.0015 25 1391 -5 2480.5126658361364 2460.3668384624525 100 GTEX 1 50 100 0.0 0.0015 25 1391 -6 2460.286952760865 2413.6202350805015 100 GTEX 1 50 100 0.0 0.0015 25 1391 -7 2443.7683869584807 2415.4908535453305 100 GTEX 1 50 100 0.0 0.0015 25 1391 -8 2428.2334455016853 2396.0606146402683 100 GTEX 1 50 100 0.0 0.0015 25 1391 -9 2421.6669196441835 2376.2544465155656 100 GTEX 1 50 100 0.0 0.0015 25 1391 -10 2410.033189508622 2384.6871091893418 100 GTEX 1 50 100 0.0 0.0015 25 1391 -11 2400.401401666851 2383.0475656487642 100 GTEX 1 50 100 0.0 0.0015 25 1391 -12 2394.6171315129614 2355.0259392451876 100 GTEX 1 50 100 0.0 0.0015 25 1391 -13 2386.4974135329053 2352.910098695936 100 GTEX 1 50 100 0.0 0.0015 25 1391 -14 2382.229206681969 2341.537321953719 100 GTEX 1 50 100 0.0 0.0015 25 1391 -15 2377.1350634574787 2358.659692104325 100 GTEX 1 50 100 0.0 0.0015 25 1391 -16 2371.6260869634734 2336.5161977557627 100 GTEX 1 50 100 0.0 0.0015 25 1391 -17 2366.625667718291 2331.748579714235 100 GTEX 1 50 100 0.0 0.0015 25 1391 -18 2362.260981608812 2337.173602550202 100 GTEX 1 50 100 0.0 0.0015 25 1391 -19 2358.938215504557 2325.1259013709005 100 GTEX 1 50 100 0.0 0.0015 25 1391 -20 2355.6224527315694 2321.2423267437025 100 GTEX 1 50 100 0.0 0.0015 25 1391 -21 2351.9892335454324 2318.5527807895674 100 GTEX 1 50 100 0.0 0.0015 25 1391 -22 2348.903280159658 2309.9312256787666 100 GTEX 1 50 100 0.0 0.0015 25 1391 -23 2346.342354063375 2310.7591947258197 100 GTEX 1 50 100 0.0 0.0015 25 1391 -24 2343.9518453699366 2310.314700050499 100 GTEX 1 50 100 0.0 0.0015 25 1391 -25 2340.887267273407 2305.7901114692254 100 GTEX 1 50 100 0.0 0.0015 25 1391 -26 2338.2109570477546 2304.44768521269 100 GTEX 1 50 100 0.0 0.0015 25 1391 -27 2336.9677349093395 2303.91091280745 100 GTEX 1 50 100 0.0 0.0015 25 1391 -28 2334.352277617728 2301.624220235266 100 GTEX 1 50 100 0.0 0.0015 25 1391 -29 2332.5560764994934 2296.4280732013426 100 GTEX 1 50 100 0.0 0.0015 25 1391 -30 2330.2686443544435 2296.6304425721837 100 GTEX 1 50 100 0.0 0.0015 25 1391 -31 2328.146311539839 2293.334793845057 100 GTEX 1 50 100 0.0 0.0015 25 1391 -32 2327.332571005285 2295.7574848131535 100 GTEX 1 50 100 0.0 0.0015 25 1391 -33 2325.343951589444 2293.0499838477303 100 GTEX 1 50 100 0.0 0.0015 25 1391 -34 2323.8445824558335 2289.537299674727 100 GTEX 1 50 100 0.0 0.0015 25 1391 -35 2321.6835967156885 2286.9960686861336 100 GTEX 1 50 100 0.0 0.0015 25 1391 -36 2320.9359902840956 2286.6515909057152 100 GTEX 1 50 100 0.0 0.0015 25 1391 -37 2319.089861131513 2285.1446584259147 100 GTEX 1 50 100 0.0 0.0015 25 1391 -38 2318.438978769591 2285.8170179939993 100 GTEX 1 50 100 0.0 0.0015 25 1391 -39 2316.87289897741 2284.1703386778163 100 GTEX 1 50 100 0.0 0.0015 25 1391 -40 2315.702807774498 2281.927821634387 100 GTEX 1 50 100 0.0 0.0015 25 1391 -41 2315.5184548598504 2280.4793603701282 100 GTEX 1 50 100 0.0 0.0015 25 1391 -42 2314.4025929451896 2279.1836002480395 100 GTEX 1 50 100 0.0 0.0015 25 1391 -43 2313.2962657444527 2280.7743750742634 100 GTEX 1 50 100 0.0 0.0015 25 1391 -44 2311.906298276249 2279.2086464769486 100 GTEX 1 50 100 0.0 0.0015 25 1391 -45 2310.925680081343 2276.179565893833 100 GTEX 1 50 100 0.0 0.0015 25 1391 -46 2310.5121938274897 2276.4002671622507 100 GTEX 1 50 100 0.0 0.0015 25 1391 -47 2309.212539745382 2274.437579833056 100 GTEX 1 50 100 0.0 0.0015 25 1391 -48 2308.2394732762077 2273.2882892333055 100 GTEX 1 50 100 0.0 0.0015 25 1391 -49 2307.1723141539774 2272.17655822986 100 GTEX 1 50 100 0.0 0.0015 25 1391 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index 06b8080d7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3892.6358540584233 4176.499453236395 100 GTEX 1 50 100 1.0 0.0015 25 3101 -1 2771.816290536576 2654.9194400917895 100 GTEX 1 50 100 1.0 0.0015 25 3101 -2 2588.620197415818 2575.2956960699858 100 GTEX 1 50 100 1.0 0.0015 25 3101 -3 2528.981348631059 2505.501260619653 100 GTEX 1 50 100 1.0 0.0015 25 3101 -4 2492.9265243741415 2486.903751039686 100 GTEX 1 50 100 1.0 0.0015 25 3101 -5 2470.6271521355843 2425.9562719076757 100 GTEX 1 50 100 1.0 0.0015 25 3101 -6 2451.4391602181427 2419.865212096008 100 GTEX 1 50 100 1.0 0.0015 25 3101 -7 2434.19526368219 2411.8375759342325 100 GTEX 1 50 100 1.0 0.0015 25 3101 -8 2426.421324207197 2383.271995863534 100 GTEX 1 50 100 1.0 0.0015 25 3101 -9 2414.0529385948807 2383.9919554271623 100 GTEX 1 50 100 1.0 0.0015 25 3101 -10 2405.213610462041 2376.0595693842088 100 GTEX 1 50 100 1.0 0.0015 25 3101 -11 2396.751957276964 2383.5169506000475 100 GTEX 1 50 100 1.0 0.0015 25 3101 -12 2389.9256961218493 2363.9881187990136 100 GTEX 1 50 100 1.0 0.0015 25 3101 -13 2384.828418242109 2362.0853285408743 100 GTEX 1 50 100 1.0 0.0015 25 3101 -14 2378.0140514057466 2353.624230446471 100 GTEX 1 50 100 1.0 0.0015 25 3101 -15 2373.182735325052 2344.9578824931677 100 GTEX 1 50 100 1.0 0.0015 25 3101 -16 2368.763559771979 2338.562181596067 100 GTEX 1 50 100 1.0 0.0015 25 3101 -17 2364.1409768337962 2339.0143235355276 100 GTEX 1 50 100 1.0 0.0015 25 3101 -18 2361.3272463567937 2337.881694837215 100 GTEX 1 50 100 1.0 0.0015 25 3101 -19 2356.3724082720323 2340.69717650903 100 GTEX 1 50 100 1.0 0.0015 25 3101 -20 2352.4543276768973 2326.733931276735 100 GTEX 1 50 100 1.0 0.0015 25 3101 -21 2349.6896895032583 2324.661275769368 100 GTEX 1 50 100 1.0 0.0015 25 3101 -22 2346.3773388965865 2320.974551820936 100 GTEX 1 50 100 1.0 0.0015 25 3101 -23 2343.6512053124916 2318.3490171251187 100 GTEX 1 50 100 1.0 0.0015 25 3101 -24 2340.958098253101 2315.6957738608007 100 GTEX 1 50 100 1.0 0.0015 25 3101 -25 2339.9528279927563 2312.8838967442966 100 GTEX 1 50 100 1.0 0.0015 25 3101 -26 2336.7364215570783 2314.0740052429896 100 GTEX 1 50 100 1.0 0.0015 25 3101 -27 2334.709497464878 2310.5398599022697 100 GTEX 1 50 100 1.0 0.0015 25 3101 -28 2332.7847894330307 2312.5969850953543 100 GTEX 1 50 100 1.0 0.0015 25 3101 -29 2330.371502628167 2308.0979598012714 100 GTEX 1 50 100 1.0 0.0015 25 3101 -30 2329.0922231088916 2305.5962220398646 100 GTEX 1 50 100 1.0 0.0015 25 3101 -31 2326.8300662106694 2300.721788297588 100 GTEX 1 50 100 1.0 0.0015 25 3101 -32 2325.5807661904923 2302.9807620900665 100 GTEX 1 50 100 1.0 0.0015 25 3101 -33 2322.969440695929 2298.2111640030894 100 GTEX 1 50 100 1.0 0.0015 25 3101 -34 2322.216066954619 2299.1722555994534 100 GTEX 1 50 100 1.0 0.0015 25 3101 -35 2320.8950737646646 2297.2542330085553 100 GTEX 1 50 100 1.0 0.0015 25 3101 -36 2319.523584959184 2296.417303165102 100 GTEX 1 50 100 1.0 0.0015 25 3101 -37 2317.713500086856 2295.120559982474 100 GTEX 1 50 100 1.0 0.0015 25 3101 -38 2316.984411955056 2292.4778908849216 100 GTEX 1 50 100 1.0 0.0015 25 3101 -39 2315.763556548405 2290.519571166528 100 GTEX 1 50 100 1.0 0.0015 25 3101 -40 2314.6085530659134 2291.514502695758 100 GTEX 1 50 100 1.0 0.0015 25 3101 -41 2313.096365324532 2288.4326691718156 100 GTEX 1 50 100 1.0 0.0015 25 3101 -42 2312.191661324989 2287.672717888546 100 GTEX 1 50 100 1.0 0.0015 25 3101 -43 2311.3578181425446 2288.0681542226116 100 GTEX 1 50 100 1.0 0.0015 25 3101 -44 2310.111717996973 2285.236385679064 100 GTEX 1 50 100 1.0 0.0015 25 3101 -45 2309.440848313756 2286.8339583828424 100 GTEX 1 50 100 1.0 0.0015 25 3101 -46 2307.9405090390055 2284.21598554836 100 GTEX 1 50 100 1.0 0.0015 25 3101 -47 2307.517686462886 2284.6792187128685 100 GTEX 1 50 100 1.0 0.0015 25 3101 -48 2306.5274915702244 2283.453623492455 100 GTEX 1 50 100 1.0 0.0015 25 3101 -49 2306.053948037839 2285.236982570402 100 GTEX 1 50 100 1.0 0.0015 25 3101 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 331c6e696..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4233.676699504487 5052.822406725285 150 GTEX 1 100 100 0.5 0.0015 25 8092 -1 2983.0370092894645 3151.9651412673775 150 GTEX 1 100 100 0.5 0.0015 25 8092 -2 2685.13522822081 2754.98306146774 150 GTEX 1 100 100 0.5 0.0015 25 8092 -3 2591.8059020912283 2734.0617388010933 150 GTEX 1 100 100 0.5 0.0015 25 8092 -4 2542.9816043765513 2617.4604482904588 150 GTEX 1 100 100 0.5 0.0015 25 8092 -5 2513.376939947028 2505.843340159369 150 GTEX 1 100 100 0.5 0.0015 25 8092 -6 2486.835593376994 2481.9113885567667 150 GTEX 1 100 100 0.5 0.0015 25 8092 -7 2472.93181567798 2461.8032676783805 150 GTEX 1 100 100 0.5 0.0015 25 8092 -8 2459.2413220863427 2475.6644003980514 150 GTEX 1 100 100 0.5 0.0015 25 8092 -9 2446.521821767183 2447.9961610511227 150 GTEX 1 100 100 0.5 0.0015 25 8092 -10 2435.127255599426 2430.434218954224 150 GTEX 1 100 100 0.5 0.0015 25 8092 -11 2427.712403865277 2423.282276226087 150 GTEX 1 100 100 0.5 0.0015 25 8092 -12 2418.630115812452 2412.6045186438037 150 GTEX 1 100 100 0.5 0.0015 25 8092 -13 2413.7095281533057 2413.982475715898 150 GTEX 1 100 100 0.5 0.0015 25 8092 -14 2407.3566364317744 2418.5761839427873 150 GTEX 1 100 100 0.5 0.0015 25 8092 -15 2401.2372164389294 2401.6255258770498 150 GTEX 1 100 100 0.5 0.0015 25 8092 -16 2394.9686542985255 2393.6164838551567 150 GTEX 1 100 100 0.5 0.0015 25 8092 -17 2391.1443540565665 2396.8045552184826 150 GTEX 1 100 100 0.5 0.0015 25 8092 -18 2385.858265755181 2382.5814533886346 150 GTEX 1 100 100 0.5 0.0015 25 8092 -19 2382.1324301582968 2373.834755320966 150 GTEX 1 100 100 0.5 0.0015 25 8092 -20 2376.8696760220123 2380.6456201357532 150 GTEX 1 100 100 0.5 0.0015 25 8092 -21 2375.2017937153814 2375.8177244237168 150 GTEX 1 100 100 0.5 0.0015 25 8092 -22 2370.9058263965453 2375.5631744036655 150 GTEX 1 100 100 0.5 0.0015 25 8092 -23 2366.6670378075237 2364.934924919796 150 GTEX 1 100 100 0.5 0.0015 25 8092 -24 2363.1698177148664 2360.5465361736574 150 GTEX 1 100 100 0.5 0.0015 25 8092 -25 2360.8898200863855 2361.717856519576 150 GTEX 1 100 100 0.5 0.0015 25 8092 -26 2357.6098559830775 2356.7517085202294 150 GTEX 1 100 100 0.5 0.0015 25 8092 -27 2354.7919050736273 2355.4285930444985 150 GTEX 1 100 100 0.5 0.0015 25 8092 -28 2352.8759188992026 2354.062060454046 150 GTEX 1 100 100 0.5 0.0015 25 8092 -29 2350.3353919422816 2350.803677519011 150 GTEX 1 100 100 0.5 0.0015 25 8092 -30 2348.1005348760827 2348.6707680125655 150 GTEX 1 100 100 0.5 0.0015 25 8092 -31 2345.948221015064 2349.230829391189 150 GTEX 1 100 100 0.5 0.0015 25 8092 -32 2343.5287174568566 2349.7211482407024 150 GTEX 1 100 100 0.5 0.0015 25 8092 -33 2342.5643472628194 2344.4168988942192 150 GTEX 1 100 100 0.5 0.0015 25 8092 -34 2339.7599845959567 2341.3670259773053 150 GTEX 1 100 100 0.5 0.0015 25 8092 -35 2339.0396146338103 2336.7096230394486 150 GTEX 1 100 100 0.5 0.0015 25 8092 -36 2336.2490500513295 2336.909335640447 150 GTEX 1 100 100 0.5 0.0015 25 8092 -37 2335.5258027267414 2335.5762623834066 150 GTEX 1 100 100 0.5 0.0015 25 8092 -38 2334.578438279847 2339.1438703065587 150 GTEX 1 100 100 0.5 0.0015 25 8092 -39 2332.2378098087024 2333.4513677444747 150 GTEX 1 100 100 0.5 0.0015 25 8092 -40 2330.3520937450485 2332.5456324820284 150 GTEX 1 100 100 0.5 0.0015 25 8092 -41 2329.3161916631043 2337.253660716938 150 GTEX 1 100 100 0.5 0.0015 25 8092 -42 2328.502467065902 2328.4157951558045 150 GTEX 1 100 100 0.5 0.0015 25 8092 -43 2327.4104412655474 2329.027182691451 150 GTEX 1 100 100 0.5 0.0015 25 8092 -44 2325.4860281778565 2326.1349656717857 150 GTEX 1 100 100 0.5 0.0015 25 8092 -45 2324.762936074819 2330.395735708026 150 GTEX 1 100 100 0.5 0.0015 25 8092 -46 2322.990101357429 2323.722039400398 150 GTEX 1 100 100 0.5 0.0015 25 8092 -47 2321.6941801743887 2321.8152834816124 150 GTEX 1 100 100 0.5 0.0015 25 8092 -48 2321.2120680977755 2321.625779300588 150 GTEX 1 100 100 0.5 0.0015 25 8092 -49 2319.9197646677276 2320.676591648348 150 GTEX 1 100 100 0.5 0.0015 25 8092 -50 2318.463686796281 2319.7214165169025 150 GTEX 1 100 100 0.5 0.0015 25 8092 -51 2317.9440634552097 2317.6339951431796 150 GTEX 1 100 100 0.5 0.0015 25 8092 -52 2316.6181915789302 2316.6214502138782 150 GTEX 1 100 100 0.5 0.0015 25 8092 -53 2316.0874082751266 2316.887371338819 150 GTEX 1 100 100 0.5 0.0015 25 8092 -54 2314.6309393454317 2316.507485277299 150 GTEX 1 100 100 0.5 0.0015 25 8092 -55 2314.1694580929147 2313.509080545984 150 GTEX 1 100 100 0.5 0.0015 25 8092 -56 2313.3854541031096 2313.3951615598266 150 GTEX 1 100 100 0.5 0.0015 25 8092 -57 2312.990819930829 2313.4421057175323 150 GTEX 1 100 100 0.5 0.0015 25 8092 -58 2311.74383234814 2313.933870380822 150 GTEX 1 100 100 0.5 0.0015 25 8092 -59 2310.8952945923998 2312.5881180563806 150 GTEX 1 100 100 0.5 0.0015 25 8092 -60 2310.108638194064 2312.2467616556264 150 GTEX 1 100 100 0.5 0.0015 25 8092 -61 2309.147888796073 2311.7429951134745 150 GTEX 1 100 100 0.5 0.0015 25 8092 -62 2308.62636777548 2309.1141946886883 150 GTEX 1 100 100 0.5 0.0015 25 8092 -63 2308.4851404828532 2309.8123765372507 150 GTEX 1 100 100 0.5 0.0015 25 8092 -64 2307.2604810264024 2314.141815533656 150 GTEX 1 100 100 0.5 0.0015 25 8092 -65 2307.404965238006 2311.3028917203837 150 GTEX 1 100 100 0.5 0.0015 25 8092 -66 2306.110664197632 2306.1304458212035 150 GTEX 1 100 100 0.5 0.0015 25 8092 -67 2305.1243841425726 2306.605407946917 150 GTEX 1 100 100 0.5 0.0015 25 8092 -68 2304.8131873692 2305.1575783849216 150 GTEX 1 100 100 0.5 0.0015 25 8092 -69 2304.6353183519477 2304.6049554048836 150 GTEX 1 100 100 0.5 0.0015 25 8092 -70 2303.901197911165 2305.9712577790815 150 GTEX 1 100 100 0.5 0.0015 25 8092 -71 2303.350724783293 2305.508687878743 150 GTEX 1 100 100 0.5 0.0015 25 8092 -72 2302.5225531059373 2303.7056754804835 150 GTEX 1 100 100 0.5 0.0015 25 8092 -73 2301.908704584222 2301.3350927548718 150 GTEX 1 100 100 0.5 0.0015 25 8092 -74 2301.896739836818 2303.5076690789865 150 GTEX 1 100 100 0.5 0.0015 25 8092 -75 2301.188599470942 2302.696119185183 150 GTEX 1 100 100 0.5 0.0015 25 8092 -76 2300.4508963496555 2300.522744530507 150 GTEX 1 100 100 0.5 0.0015 25 8092 -77 2300.2435560749263 2300.1375964494714 150 GTEX 1 100 100 0.5 0.0015 25 8092 -78 2299.2296119239445 2299.1240382901615 150 GTEX 1 100 100 0.5 0.0015 25 8092 -79 2299.2226809812623 2298.766874016011 150 GTEX 1 100 100 0.5 0.0015 25 8092 -80 2298.491793424486 2300.652830638813 150 GTEX 1 100 100 0.5 0.0015 25 8092 -81 2298.798418266866 2300.4913803506715 150 GTEX 1 100 100 0.5 0.0015 25 8092 -82 2297.8054816855592 2297.9037849223205 150 GTEX 1 100 100 0.5 0.0015 25 8092 -83 2296.5197022283824 2299.0255971698252 150 GTEX 1 100 100 0.5 0.0015 25 8092 -84 2296.8063647128265 2297.495888133466 150 GTEX 1 100 100 0.5 0.0015 25 8092 -85 2296.67361361547 2300.954701238712 150 GTEX 1 100 100 0.5 0.0015 25 8092 -86 2296.1202524486785 2297.357831251485 150 GTEX 1 100 100 0.5 0.0015 25 8092 -87 2295.763336649059 2298.4376308890805 150 GTEX 1 100 100 0.5 0.0015 25 8092 -88 2295.512916862316 2296.231222522576 150 GTEX 1 100 100 0.5 0.0015 25 8092 -89 2294.6175091353516 2297.73612529334 150 GTEX 1 100 100 0.5 0.0015 25 8092 -90 2294.8179117107866 2295.4185266531013 150 GTEX 1 100 100 0.5 0.0015 25 8092 -91 2293.9934848726166 2298.3674037918845 150 GTEX 1 100 100 0.5 0.0015 25 8092 -92 2293.7205708552983 2294.98198836294 150 GTEX 1 100 100 0.5 0.0015 25 8092 -93 2293.569905091783 2293.5115196315055 150 GTEX 1 100 100 0.5 0.0015 25 8092 -94 2293.051722688434 2294.856398433787 150 GTEX 1 100 100 0.5 0.0015 25 8092 -95 2292.6834575088546 2295.343800591879 150 GTEX 1 100 100 0.5 0.0015 25 8092 -96 2292.635587791184 2293.5197020556084 150 GTEX 1 100 100 0.5 0.0015 25 8092 -97 2291.969364103803 2293.609052418756 150 GTEX 1 100 100 0.5 0.0015 25 8092 -98 2292.124155836145 2293.6101696173955 150 GTEX 1 100 100 0.5 0.0015 25 8092 -99 2291.7570771124365 2293.964916620871 150 GTEX 1 100 100 0.5 0.0015 25 8092 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index b7c2de64c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4239.298954721211 4991.794739001604 150 GTEX 1 100 100 0.0 0.0015 25 7672 -1 3005.839191659597 3019.8391679538972 150 GTEX 1 100 100 0.0 0.0015 25 7672 -2 2702.840284657602 2659.0098746992335 150 GTEX 1 100 100 0.0 0.0015 25 7672 -3 2601.636020240127 2534.5496064972967 150 GTEX 1 100 100 0.0 0.0015 25 7672 -4 2542.204270452006 2508.0005133451164 150 GTEX 1 100 100 0.0 0.0015 25 7672 -5 2517.2108550796515 2513.1164671459123 150 GTEX 1 100 100 0.0 0.0015 25 7672 -6 2492.9093667837537 2451.2037836227128 150 GTEX 1 100 100 0.0 0.0015 25 7672 -7 2477.6067433770763 2456.6451731634684 150 GTEX 1 100 100 0.0 0.0015 25 7672 -8 2460.2781139263775 2427.1434168362343 150 GTEX 1 100 100 0.0 0.0015 25 7672 -9 2449.5626196332905 2419.206740230662 150 GTEX 1 100 100 0.0 0.0015 25 7672 -10 2442.81742887093 2406.4877265959185 150 GTEX 1 100 100 0.0 0.0015 25 7672 -11 2430.393651884713 2410.4975892273646 150 GTEX 1 100 100 0.0 0.0015 25 7672 -12 2422.7045758663317 2400.818934915637 150 GTEX 1 100 100 0.0 0.0015 25 7672 -13 2414.2956770939927 2392.5489515877493 150 GTEX 1 100 100 0.0 0.0015 25 7672 -14 2409.147512463112 2388.1157221921044 150 GTEX 1 100 100 0.0 0.0015 25 7672 -15 2403.958055186148 2380.7477535349335 150 GTEX 1 100 100 0.0 0.0015 25 7672 -16 2399.143862500165 2381.888817616742 150 GTEX 1 100 100 0.0 0.0015 25 7672 -17 2392.483763191382 2378.3080409525014 150 GTEX 1 100 100 0.0 0.0015 25 7672 -18 2388.80634960071 2373.457181169053 150 GTEX 1 100 100 0.0 0.0015 25 7672 -19 2384.0266859087405 2365.8919394605514 150 GTEX 1 100 100 0.0 0.0015 25 7672 -20 2379.527212950248 2361.5387765862642 150 GTEX 1 100 100 0.0 0.0015 25 7672 -21 2376.2488900331 2359.2528452129873 150 GTEX 1 100 100 0.0 0.0015 25 7672 -22 2373.4741028096364 2357.9687875957998 150 GTEX 1 100 100 0.0 0.0015 25 7672 -23 2369.1738548677727 2348.7734927333354 150 GTEX 1 100 100 0.0 0.0015 25 7672 -24 2367.0546720784205 2348.718274714829 150 GTEX 1 100 100 0.0 0.0015 25 7672 -25 2363.644358853245 2345.6354172855276 150 GTEX 1 100 100 0.0 0.0015 25 7672 -26 2360.0460806081323 2341.0990134119534 150 GTEX 1 100 100 0.0 0.0015 25 7672 -27 2358.1298372956308 2339.292127718037 150 GTEX 1 100 100 0.0 0.0015 25 7672 -28 2356.1098052569123 2335.829667820223 150 GTEX 1 100 100 0.0 0.0015 25 7672 -29 2352.8136839028007 2336.304521335848 150 GTEX 1 100 100 0.0 0.0015 25 7672 -30 2349.8154833535655 2344.0938112672293 150 GTEX 1 100 100 0.0 0.0015 25 7672 -31 2347.7718453379584 2328.8003259230927 150 GTEX 1 100 100 0.0 0.0015 25 7672 -32 2346.280909848437 2327.272186627406 150 GTEX 1 100 100 0.0 0.0015 25 7672 -33 2344.704172867964 2330.047741095829 150 GTEX 1 100 100 0.0 0.0015 25 7672 -34 2342.7647634288433 2327.7761091225047 150 GTEX 1 100 100 0.0 0.0015 25 7672 -35 2339.795183835544 2327.9075185101296 150 GTEX 1 100 100 0.0 0.0015 25 7672 -36 2338.6295696100187 2322.372034573283 150 GTEX 1 100 100 0.0 0.0015 25 7672 -37 2336.1122563596737 2320.1375792760814 150 GTEX 1 100 100 0.0 0.0015 25 7672 -38 2334.727608201722 2317.4275663542658 150 GTEX 1 100 100 0.0 0.0015 25 7672 -39 2333.8451981585295 2316.0552653613654 150 GTEX 1 100 100 0.0 0.0015 25 7672 -40 2331.9852435082885 2314.3693040042776 150 GTEX 1 100 100 0.0 0.0015 25 7672 -41 2330.499494414603 2316.7469654155775 150 GTEX 1 100 100 0.0 0.0015 25 7672 -42 2329.3758582702167 2314.1012751938274 150 GTEX 1 100 100 0.0 0.0015 25 7672 -43 2327.878180378428 2310.307208739306 150 GTEX 1 100 100 0.0 0.0015 25 7672 -44 2327.002794013704 2311.831356382189 150 GTEX 1 100 100 0.0 0.0015 25 7672 -45 2326.174687633069 2307.9095407928353 150 GTEX 1 100 100 0.0 0.0015 25 7672 -46 2323.834081830099 2307.0398459778994 150 GTEX 1 100 100 0.0 0.0015 25 7672 -47 2323.459980536832 2309.1295008206093 150 GTEX 1 100 100 0.0 0.0015 25 7672 -48 2321.5259394836585 2305.6003301932333 150 GTEX 1 100 100 0.0 0.0015 25 7672 -49 2321.2611770605704 2304.390546095235 150 GTEX 1 100 100 0.0 0.0015 25 7672 -50 2319.9301218830874 2303.2292271603196 150 GTEX 1 100 100 0.0 0.0015 25 7672 -51 2318.7449830610194 2303.1717441109195 150 GTEX 1 100 100 0.0 0.0015 25 7672 -52 2318.5693573678222 2300.985074003386 150 GTEX 1 100 100 0.0 0.0015 25 7672 -53 2317.790604890054 2301.0171645712035 150 GTEX 1 100 100 0.0 0.0015 25 7672 -54 2317.2742016418465 2304.510376440708 150 GTEX 1 100 100 0.0 0.0015 25 7672 -55 2315.298100912421 2298.54665499495 150 GTEX 1 100 100 0.0 0.0015 25 7672 -56 2314.211212096955 2298.5295707209484 150 GTEX 1 100 100 0.0 0.0015 25 7672 -57 2313.199283556738 2299.3920160445878 150 GTEX 1 100 100 0.0 0.0015 25 7672 -58 2313.4078256057637 2297.4245401244652 150 GTEX 1 100 100 0.0 0.0015 25 7672 -59 2311.9298419221045 2297.4176034673537 150 GTEX 1 100 100 0.0 0.0015 25 7672 -60 2311.422820513032 2295.7061298790995 150 GTEX 1 100 100 0.0 0.0015 25 7672 -61 2310.8486308009897 2295.47874955442 150 GTEX 1 100 100 0.0 0.0015 25 7672 -62 2309.6620819359355 2293.7205081838165 150 GTEX 1 100 100 0.0 0.0015 25 7672 -63 2309.3733773558397 2293.10336756253 150 GTEX 1 100 100 0.0 0.0015 25 7672 -64 2308.435097070333 2292.7729701053054 150 GTEX 1 100 100 0.0 0.0015 25 7672 -65 2308.297687920973 2293.5821686371196 150 GTEX 1 100 100 0.0 0.0015 25 7672 -66 2306.932671575646 2290.9174985704312 150 GTEX 1 100 100 0.0 0.0015 25 7672 -67 2307.002875273565 2290.865142938302 150 GTEX 1 100 100 0.0 0.0015 25 7672 -68 2306.009190900381 2294.6244857265924 150 GTEX 1 100 100 0.0 0.0015 25 7672 -69 2304.9116193401255 2293.221932646893 150 GTEX 1 100 100 0.0 0.0015 25 7672 -70 2304.9297887975995 2289.09213384476 150 GTEX 1 100 100 0.0 0.0015 25 7672 -71 2304.459499889006 2290.870866782765 150 GTEX 1 100 100 0.0 0.0015 25 7672 -72 2303.454227978191 2287.351298401111 150 GTEX 1 100 100 0.0 0.0015 25 7672 -73 2302.9285239057176 2290.158093586621 150 GTEX 1 100 100 0.0 0.0015 25 7672 -74 2302.986514138133 2287.0742493836146 150 GTEX 1 100 100 0.0 0.0015 25 7672 -75 2302.276412988044 2285.4112497772103 150 GTEX 1 100 100 0.0 0.0015 25 7672 -76 2301.4811650936313 2285.5929498128567 150 GTEX 1 100 100 0.0 0.0015 25 7672 -77 2301.0653673306783 2289.1718522568617 150 GTEX 1 100 100 0.0 0.0015 25 7672 -78 2300.577315031821 2286.6713059574026 150 GTEX 1 100 100 0.0 0.0015 25 7672 -79 2300.2268529827293 2284.9075398608306 150 GTEX 1 100 100 0.0 0.0015 25 7672 -80 2299.990778488557 2284.0048350054954 150 GTEX 1 100 100 0.0 0.0015 25 7672 -81 2299.3976121102414 2285.8337458041233 150 GTEX 1 100 100 0.0 0.0015 25 7672 -82 2298.9613737140776 2284.266166193857 150 GTEX 1 100 100 0.0 0.0015 25 7672 -83 2297.9476133326207 2283.4867672068085 150 GTEX 1 100 100 0.0 0.0015 25 7672 -84 2297.5799516319435 2282.229035468156 150 GTEX 1 100 100 0.0 0.0015 25 7672 -85 2297.6977558403946 2282.068082744178 150 GTEX 1 100 100 0.0 0.0015 25 7672 -86 2297.181138237389 2284.1245599899003 150 GTEX 1 100 100 0.0 0.0015 25 7672 -87 2296.7131145989442 2282.043795393447 150 GTEX 1 100 100 0.0 0.0015 25 7672 -88 2296.3548235193634 2282.586148222136 150 GTEX 1 100 100 0.0 0.0015 25 7672 -89 2295.946509606561 2281.187856928024 150 GTEX 1 100 100 0.0 0.0015 25 7672 -90 2295.732669316565 2281.5766527299193 150 GTEX 1 100 100 0.0 0.0015 25 7672 -91 2295.4139606350514 2280.5994538861987 150 GTEX 1 100 100 0.0 0.0015 25 7672 -92 2295.4370736887427 2284.563516479028 150 GTEX 1 100 100 0.0 0.0015 25 7672 -93 2295.2142550479625 2279.8975143142525 150 GTEX 1 100 100 0.0 0.0015 25 7672 -94 2294.8710504251612 2278.94368242039 150 GTEX 1 100 100 0.0 0.0015 25 7672 -95 2294.3241766888023 2281.7695674533625 150 GTEX 1 100 100 0.0 0.0015 25 7672 -96 2294.0417777811244 2278.0977578979027 150 GTEX 1 100 100 0.0 0.0015 25 7672 -97 2293.4829806106904 2279.6045831600522 150 GTEX 1 100 100 0.0 0.0015 25 7672 -98 2293.2604649343198 2279.142385504545 150 GTEX 1 100 100 0.0 0.0015 25 7672 -99 2293.0113216572204 2279.7148019768892 150 GTEX 1 100 100 0.0 0.0015 25 7672 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index eee352c5c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4237.8752055608875 6479.5900985659755 150 GTEX 1 100 100 1.0 0.0015 25 5918 -1 2979.154660287875 3084.6064750178234 150 GTEX 1 100 100 1.0 0.0015 25 5918 -2 2685.11113857883 2874.2387175469344 150 GTEX 1 100 100 1.0 0.0015 25 5918 -3 2587.9188713508106 2742.9276396892824 150 GTEX 1 100 100 1.0 0.0015 25 5918 -4 2542.334277385012 2547.8724142444453 150 GTEX 1 100 100 1.0 0.0015 25 5918 -5 2511.2790452041054 2511.2328881093304 150 GTEX 1 100 100 1.0 0.0015 25 5918 -6 2488.361772514062 2491.966670163231 150 GTEX 1 100 100 1.0 0.0015 25 5918 -7 2473.6997712964276 2470.218071651096 150 GTEX 1 100 100 1.0 0.0015 25 5918 -8 2457.953993972483 2453.916688172083 150 GTEX 1 100 100 1.0 0.0015 25 5918 -9 2447.923428195475 2468.6189445234522 150 GTEX 1 100 100 1.0 0.0015 25 5918 -10 2438.4659357938267 2435.1716946794054 150 GTEX 1 100 100 1.0 0.0015 25 5918 -11 2428.2103419381965 2450.0660402711355 150 GTEX 1 100 100 1.0 0.0015 25 5918 -12 2420.0927484741405 2420.1021266690677 150 GTEX 1 100 100 1.0 0.0015 25 5918 -13 2413.924868488483 2411.177721610994 150 GTEX 1 100 100 1.0 0.0015 25 5918 -14 2405.793516757635 2410.4231147330975 150 GTEX 1 100 100 1.0 0.0015 25 5918 -15 2401.5978113426077 2401.1197022412666 150 GTEX 1 100 100 1.0 0.0015 25 5918 -16 2396.937089574517 2394.5834465461994 150 GTEX 1 100 100 1.0 0.0015 25 5918 -17 2391.0324905087655 2392.974535111692 150 GTEX 1 100 100 1.0 0.0015 25 5918 -18 2387.7973143602862 2389.660447269338 150 GTEX 1 100 100 1.0 0.0015 25 5918 -19 2381.7461212148532 2392.9248640981464 150 GTEX 1 100 100 1.0 0.0015 25 5918 -20 2377.113851900021 2382.5657188502555 150 GTEX 1 100 100 1.0 0.0015 25 5918 -21 2375.766328719169 2379.9279492744477 150 GTEX 1 100 100 1.0 0.0015 25 5918 -22 2370.7937537548196 2389.0778669350047 150 GTEX 1 100 100 1.0 0.0015 25 5918 -23 2367.7655744543545 2370.640346744668 150 GTEX 1 100 100 1.0 0.0015 25 5918 -24 2365.3823984383253 2365.235697583101 150 GTEX 1 100 100 1.0 0.0015 25 5918 -25 2361.7478381936926 2367.022438658508 150 GTEX 1 100 100 1.0 0.0015 25 5918 -26 2358.986145232287 2360.0783575369833 150 GTEX 1 100 100 1.0 0.0015 25 5918 -27 2356.0522393887154 2360.7800740869325 150 GTEX 1 100 100 1.0 0.0015 25 5918 -28 2354.81377364711 2354.9691642500147 150 GTEX 1 100 100 1.0 0.0015 25 5918 -29 2352.1787165594137 2355.6067788011674 150 GTEX 1 100 100 1.0 0.0015 25 5918 -30 2349.885727359058 2354.075920540117 150 GTEX 1 100 100 1.0 0.0015 25 5918 -31 2347.006371897529 2349.075662010976 150 GTEX 1 100 100 1.0 0.0015 25 5918 -32 2345.105475764498 2348.8757147843394 150 GTEX 1 100 100 1.0 0.0015 25 5918 -33 2343.0311276589073 2350.3740903905136 150 GTEX 1 100 100 1.0 0.0015 25 5918 -34 2341.2601585916045 2350.6046539422678 150 GTEX 1 100 100 1.0 0.0015 25 5918 -35 2339.876315089381 2346.3178050690276 150 GTEX 1 100 100 1.0 0.0015 25 5918 -36 2337.388593864501 2342.832611896239 150 GTEX 1 100 100 1.0 0.0015 25 5918 -37 2336.2500998534383 2339.752144353018 150 GTEX 1 100 100 1.0 0.0015 25 5918 -38 2333.8884479010558 2342.70229197455 150 GTEX 1 100 100 1.0 0.0015 25 5918 -39 2332.1541118418336 2335.409939145861 150 GTEX 1 100 100 1.0 0.0015 25 5918 -40 2331.291356782318 2339.4409286441005 150 GTEX 1 100 100 1.0 0.0015 25 5918 -41 2329.7073328734023 2333.9014174312692 150 GTEX 1 100 100 1.0 0.0015 25 5918 -42 2328.3969473834272 2330.2298335666437 150 GTEX 1 100 100 1.0 0.0015 25 5918 -43 2327.0898334603507 2330.5483463417895 150 GTEX 1 100 100 1.0 0.0015 25 5918 -44 2325.444854185097 2339.630103977914 150 GTEX 1 100 100 1.0 0.0015 25 5918 -45 2324.0204479055947 2326.6390311237524 150 GTEX 1 100 100 1.0 0.0015 25 5918 -46 2323.1548516392468 2325.92303559626 150 GTEX 1 100 100 1.0 0.0015 25 5918 -47 2322.5912023705287 2331.878137856835 150 GTEX 1 100 100 1.0 0.0015 25 5918 -48 2320.6681964375016 2322.3014578583575 150 GTEX 1 100 100 1.0 0.0015 25 5918 -49 2319.384972501106 2321.741069257033 150 GTEX 1 100 100 1.0 0.0015 25 5918 -50 2318.6978777430813 2320.483873954744 150 GTEX 1 100 100 1.0 0.0015 25 5918 -51 2318.133056073276 2318.4042209871823 150 GTEX 1 100 100 1.0 0.0015 25 5918 -52 2316.7520915065984 2320.733180637142 150 GTEX 1 100 100 1.0 0.0015 25 5918 -53 2315.822493673542 2319.258411247921 150 GTEX 1 100 100 1.0 0.0015 25 5918 -54 2314.449378716652 2318.989759089829 150 GTEX 1 100 100 1.0 0.0015 25 5918 -55 2314.183956672892 2317.220245013219 150 GTEX 1 100 100 1.0 0.0015 25 5918 -56 2313.0489289584048 2314.94914390651 150 GTEX 1 100 100 1.0 0.0015 25 5918 -57 2312.848896475091 2314.858396580917 150 GTEX 1 100 100 1.0 0.0015 25 5918 -58 2312.052685118784 2315.4334154020244 150 GTEX 1 100 100 1.0 0.0015 25 5918 -59 2310.4775738771027 2313.6490608476415 150 GTEX 1 100 100 1.0 0.0015 25 5918 -60 2309.047392602882 2312.849725875564 150 GTEX 1 100 100 1.0 0.0015 25 5918 -61 2309.125461822152 2310.8316716531385 150 GTEX 1 100 100 1.0 0.0015 25 5918 -62 2308.7310065453516 2310.552507175692 150 GTEX 1 100 100 1.0 0.0015 25 5918 -63 2307.805626643249 2314.6399169457727 150 GTEX 1 100 100 1.0 0.0015 25 5918 -64 2307.511330580074 2310.150980786226 150 GTEX 1 100 100 1.0 0.0015 25 5918 -65 2306.755272813416 2308.1404055751323 150 GTEX 1 100 100 1.0 0.0015 25 5918 -66 2306.069172953582 2309.3397056666618 150 GTEX 1 100 100 1.0 0.0015 25 5918 -67 2305.4161441553556 2313.24058074371 150 GTEX 1 100 100 1.0 0.0015 25 5918 -68 2304.7137901827564 2309.010373655834 150 GTEX 1 100 100 1.0 0.0015 25 5918 -69 2304.132004362811 2307.184174396239 150 GTEX 1 100 100 1.0 0.0015 25 5918 -70 2303.780976279857 2305.899586956764 150 GTEX 1 100 100 1.0 0.0015 25 5918 -71 2303.279350876317 2307.368440577286 150 GTEX 1 100 100 1.0 0.0015 25 5918 -72 2302.327979578115 2305.8264490860042 150 GTEX 1 100 100 1.0 0.0015 25 5918 -73 2301.5069790899884 2305.1275746160586 150 GTEX 1 100 100 1.0 0.0015 25 5918 -74 2301.212492603831 2307.552668466314 150 GTEX 1 100 100 1.0 0.0015 25 5918 -75 2300.947694102499 2308.68901636392 150 GTEX 1 100 100 1.0 0.0015 25 5918 -76 2300.6409110986683 2305.9281047632485 150 GTEX 1 100 100 1.0 0.0015 25 5918 -77 2300.3606540627147 2302.2627213046576 150 GTEX 1 100 100 1.0 0.0015 25 5918 -78 2299.154791190781 2302.3842472903175 150 GTEX 1 100 100 1.0 0.0015 25 5918 -79 2298.652917262555 2301.79086431351 150 GTEX 1 100 100 1.0 0.0015 25 5918 -80 2298.103245283163 2301.4373413782155 150 GTEX 1 100 100 1.0 0.0015 25 5918 -81 2297.5914193815524 2301.401336321813 150 GTEX 1 100 100 1.0 0.0015 25 5918 -82 2297.9221014496493 2301.434895330509 150 GTEX 1 100 100 1.0 0.0015 25 5918 -83 2297.334397147245 2300.2021259264347 150 GTEX 1 100 100 1.0 0.0015 25 5918 -84 2296.343180355734 2299.5626195175114 150 GTEX 1 100 100 1.0 0.0015 25 5918 -85 2296.5596204713165 2299.598947271195 150 GTEX 1 100 100 1.0 0.0015 25 5918 -86 2295.864337834509 2299.1795440789865 150 GTEX 1 100 100 1.0 0.0015 25 5918 -87 2295.434640663786 2297.744321061631 150 GTEX 1 100 100 1.0 0.0015 25 5918 -88 2295.141360671238 2298.4053095248264 150 GTEX 1 100 100 1.0 0.0015 25 5918 -89 2294.5511986384035 2297.6583226425114 150 GTEX 1 100 100 1.0 0.0015 25 5918 -90 2294.0744584549866 2298.1418340994833 150 GTEX 1 100 100 1.0 0.0015 25 5918 -91 2293.9012235192395 2296.968175271618 150 GTEX 1 100 100 1.0 0.0015 25 5918 -92 2293.632928522887 2298.598842606345 150 GTEX 1 100 100 1.0 0.0015 25 5918 -93 2293.359519906113 2297.430303537347 150 GTEX 1 100 100 1.0 0.0015 25 5918 -94 2293.014589845813 2297.0650421258615 150 GTEX 1 100 100 1.0 0.0015 25 5918 -95 2292.359625742505 2295.0446231972583 150 GTEX 1 100 100 1.0 0.0015 25 5918 -96 2292.0175950810008 2297.5707356848193 150 GTEX 1 100 100 1.0 0.0015 25 5918 -97 2292.1768416770096 2295.4297102431383 150 GTEX 1 100 100 1.0 0.0015 25 5918 -98 2291.5524590817527 2294.7434174860387 150 GTEX 1 100 100 1.0 0.0015 25 5918 -99 2291.6274654670087 2295.320155966871 150 GTEX 1 100 100 1.0 0.0015 25 5918 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 31dab5801..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4245.386344015932 4740.130800892645 150 GTEX 1 50 100 0.5 0.0015 25 2347 -1 3007.900858636415 2933.136382244386 150 GTEX 1 50 100 0.5 0.0015 25 2347 -2 2697.189739507343 2782.043599988118 150 GTEX 1 50 100 0.5 0.0015 25 2347 -3 2599.2106515302744 2555.7601369415397 150 GTEX 1 50 100 0.5 0.0015 25 2347 -4 2551.4646663244694 2586.6681868984674 150 GTEX 1 50 100 0.5 0.0015 25 2347 -5 2516.100639294102 2486.2324594707998 150 GTEX 1 50 100 0.5 0.0015 25 2347 -6 2494.5339607165433 2506.2272085907794 150 GTEX 1 50 100 0.5 0.0015 25 2347 -7 2475.86921879023 2450.900290369534 150 GTEX 1 50 100 0.5 0.0015 25 2347 -8 2462.4533655560103 2445.5634709927517 150 GTEX 1 50 100 0.5 0.0015 25 2347 -9 2452.8227731961188 2422.5354036396448 150 GTEX 1 50 100 0.5 0.0015 25 2347 -10 2439.804034739094 2430.256898597166 150 GTEX 1 50 100 0.5 0.0015 25 2347 -11 2431.6678967740327 2420.320177897754 150 GTEX 1 50 100 0.5 0.0015 25 2347 -12 2424.8409809496557 2421.6994777432865 150 GTEX 1 50 100 0.5 0.0015 25 2347 -13 2416.2612222164 2400.6357886020674 150 GTEX 1 50 100 0.5 0.0015 25 2347 -14 2409.7728253561304 2393.7903871717563 150 GTEX 1 50 100 0.5 0.0015 25 2347 -15 2403.6303667870548 2392.8741923865255 150 GTEX 1 50 100 0.5 0.0015 25 2347 -16 2398.313217851319 2388.7525992157794 150 GTEX 1 50 100 0.5 0.0015 25 2347 -17 2391.826156530786 2384.699297654765 150 GTEX 1 50 100 0.5 0.0015 25 2347 -18 2388.0386135721456 2374.038916758258 150 GTEX 1 50 100 0.5 0.0015 25 2347 -19 2384.362540137369 2370.7569835358245 150 GTEX 1 50 100 0.5 0.0015 25 2347 -20 2380.6656247214833 2373.1371944993166 150 GTEX 1 50 100 0.5 0.0015 25 2347 -21 2375.914120704858 2365.8239337645555 150 GTEX 1 50 100 0.5 0.0015 25 2347 -22 2371.563287454736 2361.7194118717325 150 GTEX 1 50 100 0.5 0.0015 25 2347 -23 2367.7835674662642 2364.681230784369 150 GTEX 1 50 100 0.5 0.0015 25 2347 -24 2365.5705658213647 2352.111863284963 150 GTEX 1 50 100 0.5 0.0015 25 2347 -25 2361.2669941680642 2366.0449594707998 150 GTEX 1 50 100 0.5 0.0015 25 2347 -26 2359.2763104268033 2352.4043906324264 150 GTEX 1 50 100 0.5 0.0015 25 2347 -27 2356.653671656313 2348.0149436341494 150 GTEX 1 50 100 0.5 0.0015 25 2347 -28 2353.078103827564 2341.403633146685 150 GTEX 1 50 100 0.5 0.0015 25 2347 -29 2351.336327733013 2340.861281246287 150 GTEX 1 50 100 0.5 0.0015 25 2347 -30 2349.345961887758 2338.7061535505286 150 GTEX 1 50 100 0.5 0.0015 25 2347 -31 2348.386015314505 2340.9905351413972 150 GTEX 1 50 100 0.5 0.0015 25 2347 -32 2345.489184366583 2332.034608093958 150 GTEX 1 50 100 0.5 0.0015 25 2347 -33 2343.3978979768126 2329.2099827523466 150 GTEX 1 50 100 0.5 0.0015 25 2347 -34 2340.8097090551387 2332.2311046295745 150 GTEX 1 50 100 0.5 0.0015 25 2347 -35 2339.178181884482 2328.923399718542 150 GTEX 1 50 100 0.5 0.0015 25 2347 -36 2337.0076838407017 2326.102261503386 150 GTEX 1 50 100 0.5 0.0015 25 2347 -37 2335.940281738333 2334.602536277626 150 GTEX 1 50 100 0.5 0.0015 25 2347 -38 2334.2554657894693 2324.1653026972435 150 GTEX 1 50 100 0.5 0.0015 25 2347 -39 2332.971735416653 2322.906280169469 150 GTEX 1 50 100 0.5 0.0015 25 2347 -40 2331.3011976842254 2319.9057909599273 150 GTEX 1 50 100 0.5 0.0015 25 2347 -41 2329.674945338495 2318.162389254842 150 GTEX 1 50 100 0.5 0.0015 25 2347 -42 2328.5481675501496 2316.6073842792002 150 GTEX 1 50 100 0.5 0.0015 25 2347 -43 2326.803856230442 2316.1683651304065 150 GTEX 1 50 100 0.5 0.0015 25 2347 -44 2325.818715206028 2315.4140476473385 150 GTEX 1 50 100 0.5 0.0015 25 2347 -45 2324.7841234167868 2314.1012306358425 150 GTEX 1 50 100 0.5 0.0015 25 2347 -46 2322.7955528187554 2312.6974768112823 150 GTEX 1 50 100 0.5 0.0015 25 2347 -47 2322.1667113754934 2313.056192724424 150 GTEX 1 50 100 0.5 0.0015 25 2347 -48 2320.806119514869 2311.7628698312737 150 GTEX 1 50 100 0.5 0.0015 25 2347 -49 2320.0594396416914 2310.0993072161655 150 GTEX 1 50 100 0.5 0.0015 25 2347 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index 67fa0ffea..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4248.568888608538 5399.038524091017 150 GTEX 1 50 100 0.0 0.0015 25 7581 -1 2992.355878608134 3004.052724163795 150 GTEX 1 50 100 0.0 0.0015 25 7581 -2 2693.552802895296 2658.679314791023 150 GTEX 1 50 100 0.0 0.0015 25 7581 -3 2599.2878570121457 2725.3691898244415 150 GTEX 1 50 100 0.0 0.0015 25 7581 -4 2552.1134607386184 2555.014659576996 150 GTEX 1 50 100 0.0 0.0015 25 7581 -5 2518.2675877183574 2478.041827879931 150 GTEX 1 50 100 0.0 0.0015 25 7581 -6 2495.327719087521 2448.2510540748276 150 GTEX 1 50 100 0.0 0.0015 25 7581 -7 2479.368908708169 2430.0082859285885 150 GTEX 1 50 100 0.0 0.0015 25 7581 -8 2463.274602809224 2422.2800989187263 150 GTEX 1 50 100 0.0 0.0015 25 7581 -9 2451.7392123729965 2410.705369144338 150 GTEX 1 50 100 0.0 0.0015 25 7581 -10 2440.058989527561 2401.9973789693736 150 GTEX 1 50 100 0.0 0.0015 25 7581 -11 2433.5633186331465 2384.182144223057 150 GTEX 1 50 100 0.0 0.0015 25 7581 -12 2423.9917622460753 2379.037011672335 150 GTEX 1 50 100 0.0 0.0015 25 7581 -13 2418.816689640866 2378.221862328823 150 GTEX 1 50 100 0.0 0.0015 25 7581 -14 2413.838228455589 2368.85117563458 150 GTEX 1 50 100 0.0 0.0015 25 7581 -15 2405.3198899023005 2363.4449325967653 150 GTEX 1 50 100 0.0 0.0015 25 7581 -16 2401.8221609490947 2368.226190023096 150 GTEX 1 50 100 0.0 0.0015 25 7581 -17 2393.9880537945955 2346.503579259372 150 GTEX 1 50 100 0.0 0.0015 25 7581 -18 2391.227410171104 2356.0099990902745 150 GTEX 1 50 100 0.0 0.0015 25 7581 -19 2386.6095780078167 2341.165714394457 150 GTEX 1 50 100 0.0 0.0015 25 7581 -20 2382.551406752362 2346.863576678722 150 GTEX 1 50 100 0.0 0.0015 25 7581 -21 2376.9667421516024 2341.2619375946856 150 GTEX 1 50 100 0.0 0.0015 25 7581 -22 2374.847040108898 2330.1948820048865 150 GTEX 1 50 100 0.0 0.0015 25 7581 -23 2370.9445834822195 2327.274065489098 150 GTEX 1 50 100 0.0 0.0015 25 7581 -24 2368.9338140619634 2327.53426717896 150 GTEX 1 50 100 0.0 0.0015 25 7581 -25 2363.9202304613227 2324.167443337096 150 GTEX 1 50 100 0.0 0.0015 25 7581 -26 2362.411762621557 2318.7989344143593 150 GTEX 1 50 100 0.0 0.0015 25 7581 -27 2359.259089293318 2320.1128723376605 150 GTEX 1 50 100 0.0 0.0015 25 7581 -28 2357.09588918971 2318.191800541751 150 GTEX 1 50 100 0.0 0.0015 25 7581 -29 2354.2626269469356 2310.7435729748395 150 GTEX 1 50 100 0.0 0.0015 25 7581 -30 2351.8368831935522 2312.899218657171 150 GTEX 1 50 100 0.0 0.0015 25 7581 -31 2349.791643577278 2307.5028528713906 150 GTEX 1 50 100 0.0 0.0015 25 7581 -32 2348.4724293877334 2308.1667118435125 150 GTEX 1 50 100 0.0 0.0015 25 7581 -33 2346.5152770602817 2307.3978956099245 150 GTEX 1 50 100 0.0 0.0015 25 7581 -34 2344.275601240452 2302.6234615891603 150 GTEX 1 50 100 0.0 0.0015 25 7581 -35 2342.792311579244 2304.399677001025 150 GTEX 1 50 100 0.0 0.0015 25 7581 -36 2339.9358521861714 2299.093319040741 150 GTEX 1 50 100 0.0 0.0015 25 7581 -37 2339.111454953308 2299.2441926093156 150 GTEX 1 50 100 0.0 0.0015 25 7581 -38 2337.8589546716967 2295.980629808549 150 GTEX 1 50 100 0.0 0.0015 25 7581 -39 2336.812013756049 2294.035604614722 150 GTEX 1 50 100 0.0 0.0015 25 7581 -40 2334.8043015478934 2296.238739361781 150 GTEX 1 50 100 0.0 0.0015 25 7581 -41 2334.1523087290884 2298.5729831942135 150 GTEX 1 50 100 0.0 0.0015 25 7581 -42 2331.7073220679813 2293.7295244456245 150 GTEX 1 50 100 0.0 0.0015 25 7581 -43 2330.6167673780055 2288.8154515023466 150 GTEX 1 50 100 0.0 0.0015 25 7581 -44 2329.1222986189277 2287.22782451209 150 GTEX 1 50 100 0.0 0.0015 25 7581 -45 2328.014371029588 2293.0148463956302 150 GTEX 1 50 100 0.0 0.0015 25 7581 -46 2326.737043113785 2285.4838535323343 150 GTEX 1 50 100 0.0 0.0015 25 7581 -47 2325.1591607844603 2289.7212081154944 150 GTEX 1 50 100 0.0 0.0015 25 7581 -48 2324.7607866212484 2283.6558417838787 150 GTEX 1 50 100 0.0 0.0015 25 7581 -49 2323.788875223226 2285.6579510938986 150 GTEX 1 50 100 0.0 0.0015 25 7581 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 3331303ae..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4248.164043854846 5190.974147085908 150 GTEX 1 50 100 1.0 0.0015 25 1234 -1 2974.685707305847 3295.589323906844 150 GTEX 1 50 100 1.0 0.0015 25 1234 -2 2688.648277713868 2654.284984980246 150 GTEX 1 50 100 1.0 0.0015 25 1234 -3 2587.971844141368 2604.4886706682214 150 GTEX 1 50 100 1.0 0.0015 25 1234 -4 2547.5203552987514 2520.001096312084 150 GTEX 1 50 100 1.0 0.0015 25 1234 -5 2515.2218781307356 2555.966569907765 150 GTEX 1 50 100 1.0 0.0015 25 1234 -6 2492.4858779850815 2447.663240033864 150 GTEX 1 50 100 1.0 0.0015 25 1234 -7 2476.607354257305 2454.7281206370308 150 GTEX 1 50 100 1.0 0.0015 25 1234 -8 2459.996402852095 2421.3286522694866 150 GTEX 1 50 100 1.0 0.0015 25 1234 -9 2449.582358765151 2411.932216165637 150 GTEX 1 50 100 1.0 0.0015 25 1234 -10 2441.923149472345 2396.5127728248276 150 GTEX 1 50 100 1.0 0.0015 25 1234 -11 2429.186286156641 2390.177710239425 150 GTEX 1 50 100 1.0 0.0015 25 1234 -12 2425.5120540533067 2401.1697645296163 150 GTEX 1 50 100 1.0 0.0015 25 1234 -13 2415.6955602252397 2378.7809951840245 150 GTEX 1 50 100 1.0 0.0015 25 1234 -14 2407.481961522798 2387.493217903398 150 GTEX 1 50 100 1.0 0.0015 25 1234 -15 2405.1589886198026 2377.3600025249525 150 GTEX 1 50 100 1.0 0.0015 25 1234 -16 2398.9375205277215 2356.4425424786123 150 GTEX 1 50 100 1.0 0.0015 25 1234 -17 2392.286145036294 2352.2319243108363 150 GTEX 1 50 100 1.0 0.0015 25 1234 -18 2389.161574596914 2352.2134698788022 150 GTEX 1 50 100 1.0 0.0015 25 1234 -19 2383.9366249156196 2348.548654998663 150 GTEX 1 50 100 1.0 0.0015 25 1234 -20 2380.7114643094105 2341.5300283685838 150 GTEX 1 50 100 1.0 0.0015 25 1234 -21 2377.067857812624 2342.7168177615554 150 GTEX 1 50 100 1.0 0.0015 25 1234 -22 2372.7449870066744 2334.656743386852 150 GTEX 1 50 100 1.0 0.0015 25 1234 -23 2368.0429781886255 2335.2856306068797 150 GTEX 1 50 100 1.0 0.0015 25 1234 -24 2366.98464877172 2338.3806356567848 150 GTEX 1 50 100 1.0 0.0015 25 1234 -25 2363.737063641506 2334.877827111306 150 GTEX 1 50 100 1.0 0.0015 25 1234 -26 2360.591951580779 2331.953790584898 150 GTEX 1 50 100 1.0 0.0015 25 1234 -27 2358.2320969644966 2328.9660124688094 150 GTEX 1 50 100 1.0 0.0015 25 1234 -28 2355.807809415684 2320.5707446196234 150 GTEX 1 50 100 1.0 0.0015 25 1234 -29 2354.4468712142343 2322.245008577412 150 GTEX 1 50 100 1.0 0.0015 25 1234 -30 2351.9403962396927 2315.7819360073076 150 GTEX 1 50 100 1.0 0.0015 25 1234 -31 2349.51862129944 2313.3673350983245 150 GTEX 1 50 100 1.0 0.0015 25 1234 -32 2348.1602852961273 2310.4686553142824 150 GTEX 1 50 100 1.0 0.0015 25 1234 -33 2344.552858895229 2311.7121558823965 150 GTEX 1 50 100 1.0 0.0015 25 1234 -34 2343.5831473287967 2306.9678365613117 150 GTEX 1 50 100 1.0 0.0015 25 1234 -35 2341.4204940981253 2305.30034448892 150 GTEX 1 50 100 1.0 0.0015 25 1234 -36 2339.972453474281 2308.3145649841076 150 GTEX 1 50 100 1.0 0.0015 25 1234 -37 2338.7841749423987 2302.6572571961146 150 GTEX 1 50 100 1.0 0.0015 25 1234 -38 2336.848943410333 2309.2583527655656 150 GTEX 1 50 100 1.0 0.0015 25 1234 -39 2335.3576340377676 2307.288324972523 150 GTEX 1 50 100 1.0 0.0015 25 1234 -40 2334.5105862954456 2298.880465315322 150 GTEX 1 50 100 1.0 0.0015 25 1234 -41 2333.247382096609 2297.129877706898 150 GTEX 1 50 100 1.0 0.0015 25 1234 -42 2331.980417998046 2295.040624350196 150 GTEX 1 50 100 1.0 0.0015 25 1234 -43 2329.8467020462117 2296.115719871376 150 GTEX 1 50 100 1.0 0.0015 25 1234 -44 2329.4713983855104 2292.4481433244714 150 GTEX 1 50 100 1.0 0.0015 25 1234 -45 2327.8139872024617 2294.58622294959 150 GTEX 1 50 100 1.0 0.0015 25 1234 -46 2327.067455381605 2292.1369735659755 150 GTEX 1 50 100 1.0 0.0015 25 1234 -47 2325.465769018985 2291.0012699025665 150 GTEX 1 50 100 1.0 0.0015 25 1234 -48 2324.0205797111016 2289.5544122616147 150 GTEX 1 50 100 1.0 0.0015 25 1234 -49 2323.0991445355826 2289.3687813762476 150 GTEX 1 50 100 1.0 0.0015 25 1234 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 82a4c7051..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3388.450801937611 2730.1097463165397 50 GTEX 1 100 100 0.5 0.0015 25 7015 -1 2577.3358433974186 2537.5796246546756 50 GTEX 1 100 100 0.5 0.0015 25 7015 -2 2490.640603260215 2472.8654822287904 50 GTEX 1 100 100 0.5 0.0015 25 7015 -3 2446.7897368201716 2442.617400078719 50 GTEX 1 100 100 0.5 0.0015 25 7015 -4 2421.582195342827 2418.229490795063 50 GTEX 1 100 100 0.5 0.0015 25 7015 -5 2404.002236335346 2413.883059425499 50 GTEX 1 100 100 0.5 0.0015 25 7015 -6 2390.0968440124248 2396.476790859672 50 GTEX 1 100 100 0.5 0.0015 25 7015 -7 2376.9694411343353 2381.5321954647397 50 GTEX 1 100 100 0.5 0.0015 25 7015 -8 2368.222585253999 2375.670213358484 50 GTEX 1 100 100 0.5 0.0015 25 7015 -9 2360.7899460172507 2372.517159929747 50 GTEX 1 100 100 0.5 0.0015 25 7015 -10 2354.3458134486077 2362.8624922023528 50 GTEX 1 100 100 0.5 0.0015 25 7015 -11 2348.0216642762357 2354.5325997356226 50 GTEX 1 100 100 0.5 0.0015 25 7015 -12 2342.744933237455 2351.4547109857713 50 GTEX 1 100 100 0.5 0.0015 25 7015 -13 2338.1909772309405 2352.937469830531 50 GTEX 1 100 100 0.5 0.0015 25 7015 -14 2333.3298620681544 2345.1347967227603 50 GTEX 1 100 100 0.5 0.0015 25 7015 -15 2330.4112275597963 2338.5991289842264 50 GTEX 1 100 100 0.5 0.0015 25 7015 -16 2326.7257320814656 2341.1617013909517 50 GTEX 1 100 100 0.5 0.0015 25 7015 -17 2323.395048285533 2334.6033749888607 50 GTEX 1 100 100 0.5 0.0015 25 7015 -18 2320.577086931702 2333.053227761852 50 GTEX 1 100 100 0.5 0.0015 25 7015 -19 2318.6645862405676 2326.3831517904882 50 GTEX 1 100 100 0.5 0.0015 25 7015 -20 2315.789142212546 2327.2071876670925 50 GTEX 1 100 100 0.5 0.0015 25 7015 -21 2314.081426945863 2327.7392652388307 50 GTEX 1 100 100 0.5 0.0015 25 7015 -22 2312.3289406416698 2324.3126745187737 50 GTEX 1 100 100 0.5 0.0015 25 7015 -23 2310.064140464079 2322.2844335751843 50 GTEX 1 100 100 0.5 0.0015 25 7015 -24 2308.7596463785385 2319.5538116571115 50 GTEX 1 100 100 0.5 0.0015 25 7015 -25 2307.0411477399703 2321.6144699270735 50 GTEX 1 100 100 0.5 0.0015 25 7015 -26 2305.154618794026 2316.1912981040578 50 GTEX 1 100 100 0.5 0.0015 25 7015 -27 2304.424941908612 2321.17975619356 50 GTEX 1 100 100 0.5 0.0015 25 7015 -28 2302.509418226842 2312.215570137981 50 GTEX 1 100 100 0.5 0.0015 25 7015 -29 2301.76110054581 2313.015285245366 50 GTEX 1 100 100 0.5 0.0015 25 7015 -30 2299.9499665934545 2311.224616337185 50 GTEX 1 100 100 0.5 0.0015 25 7015 -31 2299.3139596602423 2309.7460719351534 50 GTEX 1 100 100 0.5 0.0015 25 7015 -32 2298.5676053164943 2312.541848302341 50 GTEX 1 100 100 0.5 0.0015 25 7015 -33 2297.7183129091104 2308.543378126485 50 GTEX 1 100 100 0.5 0.0015 25 7015 -34 2297.240085626386 2306.6012060361218 50 GTEX 1 100 100 0.5 0.0015 25 7015 -35 2296.0342675234533 2308.293595810807 50 GTEX 1 100 100 0.5 0.0015 25 7015 -36 2295.1825741334414 2306.6910586048893 50 GTEX 1 100 100 0.5 0.0015 25 7015 -37 2294.9367951461327 2307.8237787399003 50 GTEX 1 100 100 0.5 0.0015 25 7015 -38 2293.861675445792 2306.26500258065 50 GTEX 1 100 100 0.5 0.0015 25 7015 -39 2293.067095630711 2303.047462608424 50 GTEX 1 100 100 0.5 0.0015 25 7015 -40 2292.7079163661438 2306.212398166439 50 GTEX 1 100 100 0.5 0.0015 25 7015 -41 2292.992003395223 2303.7360519583235 50 GTEX 1 100 100 0.5 0.0015 25 7015 -42 2291.559868634962 2305.2552661968275 50 GTEX 1 100 100 0.5 0.0015 25 7015 -43 2291.2031301061415 2300.811145158775 50 GTEX 1 100 100 0.5 0.0015 25 7015 -44 2290.7717533500418 2303.727383109553 50 GTEX 1 100 100 0.5 0.0015 25 7015 -45 2290.5471194242996 2302.4420709066067 50 GTEX 1 100 100 0.5 0.0015 25 7015 -46 2289.4298531659315 2304.6087159131416 50 GTEX 1 100 100 0.5 0.0015 25 7015 -47 2289.6656535789207 2300.573991782765 50 GTEX 1 100 100 0.5 0.0015 25 7015 -48 2288.863028263887 2301.4126417500893 50 GTEX 1 100 100 0.5 0.0015 25 7015 -49 2288.5076303551564 2300.57691450808 50 GTEX 1 100 100 0.5 0.0015 25 7015 -50 2288.4875556105253 2300.9124500579255 50 GTEX 1 100 100 0.5 0.0015 25 7015 -51 2288.4054623905326 2300.181965991118 50 GTEX 1 100 100 0.5 0.0015 25 7015 -52 2287.9253633716135 2300.54702306247 50 GTEX 1 100 100 0.5 0.0015 25 7015 -53 2287.4777046768545 2304.4510145296163 50 GTEX 1 100 100 0.5 0.0015 25 7015 -54 2287.2949409843486 2297.9491454149834 50 GTEX 1 100 100 0.5 0.0015 25 7015 -55 2287.6539619327336 2299.4945880614305 50 GTEX 1 100 100 0.5 0.0015 25 7015 -56 2286.518133895002 2298.2655317067192 50 GTEX 1 100 100 0.5 0.0015 25 7015 -57 2286.983515491931 2296.729485225315 50 GTEX 1 100 100 0.5 0.0015 25 7015 -58 2286.9833087705565 2298.6921307813986 50 GTEX 1 100 100 0.5 0.0015 25 7015 -59 2286.520568802526 2297.1014306826282 50 GTEX 1 100 100 0.5 0.0015 25 7015 -60 2286.131090053979 2297.9915316621614 50 GTEX 1 100 100 0.5 0.0015 25 7015 -61 2285.4427714724093 2299.4067893372744 50 GTEX 1 100 100 0.5 0.0015 25 7015 -62 2286.0062045553386 2296.4683633666527 50 GTEX 1 100 100 0.5 0.0015 25 7015 -63 2285.569135663274 2297.0055846007604 50 GTEX 1 100 100 0.5 0.0015 25 7015 -64 2285.8192551676216 2296.956472882753 50 GTEX 1 100 100 0.5 0.0015 25 7015 -65 2285.1164853797236 2296.1009734991385 50 GTEX 1 100 100 0.5 0.0015 25 7015 -66 2284.6750247157893 2297.2180890565587 50 GTEX 1 100 100 0.5 0.0015 25 7015 -67 2284.736248102991 2299.512285007723 50 GTEX 1 100 100 0.5 0.0015 25 7015 -68 2284.6648209683553 2295.5571637171756 50 GTEX 1 100 100 0.5 0.0015 25 7015 -69 2284.3617162433484 2298.436212459898 50 GTEX 1 100 100 0.5 0.0015 25 7015 -70 2284.562188551143 2297.0060552444747 50 GTEX 1 100 100 0.5 0.0015 25 7015 -71 2283.853840303406 2295.624116266635 50 GTEX 1 100 100 0.5 0.0015 25 7015 -72 2284.2619617301384 2294.733073071382 50 GTEX 1 100 100 0.5 0.0015 25 7015 -73 2283.8291151273006 2300.464760667924 50 GTEX 1 100 100 0.5 0.0015 25 7015 -74 2283.765990785426 2294.41926835789 50 GTEX 1 100 100 0.5 0.0015 25 7015 -75 2284.5569913498866 2296.2844976272872 50 GTEX 1 100 100 0.5 0.0015 25 7015 -76 2284.03254621213 2295.977671808163 50 GTEX 1 100 100 0.5 0.0015 25 7015 -77 2283.385845419244 2294.1851361060776 50 GTEX 1 100 100 0.5 0.0015 25 7015 -78 2283.5482418986676 2294.6672887765862 50 GTEX 1 100 100 0.5 0.0015 25 7015 -79 2282.794871561452 2294.714454795924 50 GTEX 1 100 100 0.5 0.0015 25 7015 -80 2283.5384909989552 2295.087413483246 50 GTEX 1 100 100 0.5 0.0015 25 7015 -81 2283.635084243086 2295.835276092413 50 GTEX 1 100 100 0.5 0.0015 25 7015 -82 2283.3868053481006 2292.8469071188806 50 GTEX 1 100 100 0.5 0.0015 25 7015 -83 2283.2949420158925 2294.1387725946115 50 GTEX 1 100 100 0.5 0.0015 25 7015 -84 2282.295285158932 2294.504668841344 50 GTEX 1 100 100 0.5 0.0015 25 7015 -85 2283.2443546445465 2294.312830007575 50 GTEX 1 100 100 0.5 0.0015 25 7015 -86 2283.3179753054605 2295.422371635872 50 GTEX 1 100 100 0.5 0.0015 25 7015 -87 2282.859956971214 2296.0691939089234 50 GTEX 1 100 100 0.5 0.0015 25 7015 -88 2283.3290304633447 2294.4904474178647 50 GTEX 1 100 100 0.5 0.0015 25 7015 -89 2282.514482230008 2296.047973168667 50 GTEX 1 100 100 0.5 0.0015 25 7015 -90 2282.3709790939083 2303.550276723651 50 GTEX 1 100 100 0.5 0.0015 25 7015 -91 2282.5955448861837 2294.8832232689224 50 GTEX 1 100 100 0.5 0.0015 25 7015 -92 2282.194637457748 2294.2887264585315 50 GTEX 1 100 100 0.5 0.0015 25 7015 -93 2282.7434297366017 2294.7910365115554 50 GTEX 1 100 100 0.5 0.0015 25 7015 -94 2282.4532167558195 2293.271079175826 50 GTEX 1 100 100 0.5 0.0015 25 7015 -95 2282.1484982063516 2294.3987939638782 50 GTEX 1 100 100 0.5 0.0015 25 7015 -96 2282.3334505253033 2293.9953822146804 50 GTEX 1 100 100 0.5 0.0015 25 7015 -97 2282.3246603796824 2294.1695714450157 50 GTEX 1 100 100 0.5 0.0015 25 7015 -98 2281.84723935158 2292.372936408329 50 GTEX 1 100 100 0.5 0.0015 25 7015 -99 2282.3659691178486 2292.7977540919082 50 GTEX 1 100 100 0.5 0.0015 25 7015 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index 4379ddf61..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3385.7480547920986 2736.7053886384565 50 GTEX 1 100 100 0.0 0.0015 25 7152 -1 2580.2519621510082 2540.2522137427964 50 GTEX 1 100 100 0.0 0.0015 25 7152 -2 2487.407652177465 2469.935538056232 50 GTEX 1 100 100 0.0 0.0015 25 7152 -3 2448.6004581034367 2447.1167098941005 50 GTEX 1 100 100 0.0 0.0015 25 7152 -4 2422.4640875768296 2420.6300218241295 50 GTEX 1 100 100 0.0 0.0015 25 7152 -5 2405.1601635997495 2408.7088075354977 50 GTEX 1 100 100 0.0 0.0015 25 7152 -6 2391.185679273645 2399.006576015922 50 GTEX 1 100 100 0.0 0.0015 25 7152 -7 2380.087812511347 2388.574416011912 50 GTEX 1 100 100 0.0 0.0015 25 7152 -8 2371.907317338353 2385.374654675618 50 GTEX 1 100 100 0.0 0.0015 25 7152 -9 2362.1236467434987 2372.890558163023 50 GTEX 1 100 100 0.0 0.0015 25 7152 -10 2355.886809010081 2370.421656387387 50 GTEX 1 100 100 0.0 0.0015 25 7152 -11 2348.9488007426703 2361.6336312529706 50 GTEX 1 100 100 0.0 0.0015 25 7152 -12 2342.3687210703547 2355.433368175202 50 GTEX 1 100 100 0.0 0.0015 25 7152 -13 2338.942864285561 2352.8606091633496 50 GTEX 1 100 100 0.0 0.0015 25 7152 -14 2334.3803322561266 2350.4255881653994 50 GTEX 1 100 100 0.0 0.0015 25 7152 -15 2330.330786331385 2344.0219250813184 50 GTEX 1 100 100 0.0 0.0015 25 7152 -16 2327.209907580898 2340.322091570372 50 GTEX 1 100 100 0.0 0.0015 25 7152 -17 2323.7842131095185 2336.5059540607176 50 GTEX 1 100 100 0.0 0.0015 25 7152 -18 2321.382462651926 2335.260211204848 50 GTEX 1 100 100 0.0 0.0015 25 7152 -19 2319.092467636345 2334.7345516074292 50 GTEX 1 100 100 0.0 0.0015 25 7152 -20 2316.124895865655 2327.5638870993494 50 GTEX 1 100 100 0.0 0.0015 25 7152 -21 2314.448099808669 2326.8152554007993 50 GTEX 1 100 100 0.0 0.0015 25 7152 -22 2311.857659852151 2324.8670194792658 50 GTEX 1 100 100 0.0 0.0015 25 7152 -23 2309.594604092464 2323.7385592732594 50 GTEX 1 100 100 0.0 0.0015 25 7152 -24 2308.1422625757564 2321.6436048152327 50 GTEX 1 100 100 0.0 0.0015 25 7152 -25 2306.427098325103 2323.874882803217 50 GTEX 1 100 100 0.0 0.0015 25 7152 -26 2305.2566385773857 2319.7964660876605 50 GTEX 1 100 100 0.0 0.0015 25 7152 -27 2303.942289070959 2317.1210283054597 50 GTEX 1 100 100 0.0 0.0015 25 7152 -28 2302.9850078005343 2316.9112530262296 50 GTEX 1 100 100 0.0 0.0015 25 7152 -29 2302.0477792254924 2317.365858186787 50 GTEX 1 100 100 0.0 0.0015 25 7152 -30 2300.08896737619 2314.1143311475166 50 GTEX 1 100 100 0.0 0.0015 25 7152 -31 2298.9758967158537 2314.0502467862552 50 GTEX 1 100 100 0.0 0.0015 25 7152 -32 2298.273211127717 2315.7822929353315 50 GTEX 1 100 100 0.0 0.0015 25 7152 -33 2297.1838835880144 2313.4996465530685 50 GTEX 1 100 100 0.0 0.0015 25 7152 -34 2296.210414687822 2311.6752110470384 50 GTEX 1 100 100 0.0 0.0015 25 7152 -35 2295.495779877015 2311.188697495841 50 GTEX 1 100 100 0.0 0.0015 25 7152 -36 2295.0016445644656 2311.838876006268 50 GTEX 1 100 100 0.0 0.0015 25 7152 -37 2294.586031138387 2310.950287677489 50 GTEX 1 100 100 0.0 0.0015 25 7152 -38 2294.1644169642327 2308.5174414340986 50 GTEX 1 100 100 0.0 0.0015 25 7152 -39 2293.1742340116903 2307.036355602424 50 GTEX 1 100 100 0.0 0.0015 25 7152 -40 2291.9058213419808 2306.343736307703 50 GTEX 1 100 100 0.0 0.0015 25 7152 -41 2292.0007198628296 2307.2690870625893 50 GTEX 1 100 100 0.0 0.0015 25 7152 -42 2291.303427933463 2304.94846056804 50 GTEX 1 100 100 0.0 0.0015 25 7152 -43 2290.396994215515 2305.926726250594 50 GTEX 1 100 100 0.0 0.0015 25 7152 -44 2290.491516403403 2305.625668369772 50 GTEX 1 100 100 0.0 0.0015 25 7152 -45 2290.1727914234975 2304.344921039538 50 GTEX 1 100 100 0.0 0.0015 25 7152 -46 2289.5222250234365 2303.9926247252256 50 GTEX 1 100 100 0.0 0.0015 25 7152 -47 2289.2649157104943 2305.4745471794795 50 GTEX 1 100 100 0.0 0.0015 25 7152 -48 2288.829732635198 2303.2149521280153 50 GTEX 1 100 100 0.0 0.0015 25 7152 -49 2289.1452955723666 2304.1725268926 50 GTEX 1 100 100 0.0 0.0015 25 7152 -50 2288.984076007034 2302.6336017797203 50 GTEX 1 100 100 0.0 0.0015 25 7152 -51 2287.646923993172 2302.7691984575513 50 GTEX 1 100 100 0.0 0.0015 25 7152 -52 2287.3289952361247 2303.1124420746196 50 GTEX 1 100 100 0.0 0.0015 25 7152 -53 2287.284085971747 2303.2531858959123 50 GTEX 1 100 100 0.0 0.0015 25 7152 -54 2287.1327289965307 2302.985598487999 50 GTEX 1 100 100 0.0 0.0015 25 7152 -55 2286.6753380987907 2309.699779902121 50 GTEX 1 100 100 0.0 0.0015 25 7152 -56 2286.6108003872005 2301.161652887729 50 GTEX 1 100 100 0.0 0.0015 25 7152 -57 2286.7143268176214 2300.907522223295 50 GTEX 1 100 100 0.0 0.0015 25 7152 -58 2286.3508024327516 2300.7124088417895 50 GTEX 1 100 100 0.0 0.0015 25 7152 -59 2285.6538575147138 2301.2739485243883 50 GTEX 1 100 100 0.0 0.0015 25 7152 -60 2285.703711174755 2302.9411440076938 50 GTEX 1 100 100 0.0 0.0015 25 7152 -61 2285.3964141268684 2300.749858899715 50 GTEX 1 100 100 0.0 0.0015 25 7152 -62 2285.449506318618 2301.5941203882485 50 GTEX 1 100 100 0.0 0.0015 25 7152 -63 2284.4624087908987 2299.7562497215126 50 GTEX 1 100 100 0.0 0.0015 25 7152 -64 2284.9414938796444 2301.5153017225375 50 GTEX 1 100 100 0.0 0.0015 25 7152 -65 2284.81020631082 2301.1191844867662 50 GTEX 1 100 100 0.0 0.0015 25 7152 -66 2284.285172832066 2300.2244775576282 50 GTEX 1 100 100 0.0 0.0015 25 7152 -67 2284.066698408988 2300.1828622564162 50 GTEX 1 100 100 0.0 0.0015 25 7152 -68 2284.487712869375 2298.818541088032 50 GTEX 1 100 100 0.0 0.0015 25 7152 -69 2284.064191860748 2298.891329108989 50 GTEX 1 100 100 0.0 0.0015 25 7152 -70 2284.175973813436 2302.213308820253 50 GTEX 1 100 100 0.0 0.0015 25 7152 -71 2283.4772774114194 2298.590205319481 50 GTEX 1 100 100 0.0 0.0015 25 7152 -72 2283.628316748516 2300.662736203734 50 GTEX 1 100 100 0.0 0.0015 25 7152 -73 2283.545618502306 2299.686020535661 50 GTEX 1 100 100 0.0 0.0015 25 7152 -74 2283.5024487044225 2301.327005712705 50 GTEX 1 100 100 0.0 0.0015 25 7152 -75 2283.755866054246 2298.752304483276 50 GTEX 1 100 100 0.0 0.0015 25 7152 -76 2282.8139281852627 2298.459282356523 50 GTEX 1 100 100 0.0 0.0015 25 7152 -77 2283.116269916016 2299.3119977943797 50 GTEX 1 100 100 0.0 0.0015 25 7152 -78 2283.1080002100225 2299.1848766486455 50 GTEX 1 100 100 0.0 0.0015 25 7152 -79 2283.4668313801394 2298.8741250854027 50 GTEX 1 100 100 0.0 0.0015 25 7152 -80 2283.555638634946 2301.014926924905 50 GTEX 1 100 100 0.0 0.0015 25 7152 -81 2282.705517536863 2297.9188260270616 50 GTEX 1 100 100 0.0 0.0015 25 7152 -82 2282.5120538727865 2298.5065142845474 50 GTEX 1 100 100 0.0 0.0015 25 7152 -83 2282.9374506664185 2297.809848799905 50 GTEX 1 100 100 0.0 0.0015 25 7152 -84 2283.3249063770863 2297.1671455876453 50 GTEX 1 100 100 0.0 0.0015 25 7152 -85 2282.7632637704905 2297.1263887238592 50 GTEX 1 100 100 0.0 0.0015 25 7152 -86 2282.1431991917234 2298.147837823788 50 GTEX 1 100 100 0.0 0.0015 25 7152 -87 2283.048309696883 2299.0028693485624 50 GTEX 1 100 100 0.0 0.0015 25 7152 -88 2282.523522757094 2299.7383323060244 50 GTEX 1 100 100 0.0 0.0015 25 7152 -89 2282.093496369172 2295.9566873180547 50 GTEX 1 100 100 0.0 0.0015 25 7152 -90 2281.456635059821 2296.757449770155 50 GTEX 1 100 100 0.0 0.0015 25 7152 -91 2281.4280248448354 2299.5425663357 50 GTEX 1 100 100 0.0 0.0015 25 7152 -92 2281.324189222059 2297.123708282587 50 GTEX 1 100 100 0.0 0.0015 25 7152 -93 2282.4908634619765 2296.1193636469966 50 GTEX 1 100 100 0.0 0.0015 25 7152 -94 2282.2510561718914 2297.9518346750237 50 GTEX 1 100 100 0.0 0.0015 25 7152 -95 2281.6918721209613 2297.0288011674193 50 GTEX 1 100 100 0.0 0.0015 25 7152 -96 2281.704774696396 2296.4364542797944 50 GTEX 1 100 100 0.0 0.0015 25 7152 -97 2282.078167035409 2296.7345541602303 50 GTEX 1 100 100 0.0 0.0015 25 7152 -98 2281.5235938046717 2298.34506353226 50 GTEX 1 100 100 0.0 0.0015 25 7152 -99 2281.695075554393 2296.4299065767586 50 GTEX 1 100 100 0.0 0.0015 25 7152 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index faa71ff09..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3365.7341894768506 2779.0541996828956 50 GTEX 1 100 100 1.0 0.0015 25 822 -1 2570.966442874962 2515.968518855454 50 GTEX 1 100 100 1.0 0.0015 25 822 -2 2489.8376190453105 2473.6354901563986 50 GTEX 1 100 100 1.0 0.0015 25 822 -3 2447.8935622951353 2440.2228544402033 50 GTEX 1 100 100 1.0 0.0015 25 822 -4 2421.33107542153 2416.2041665428947 50 GTEX 1 100 100 1.0 0.0015 25 822 -5 2404.4923873358193 2405.7100416988474 50 GTEX 1 100 100 1.0 0.0015 25 822 -6 2390.8432010123984 2391.2201981345056 50 GTEX 1 100 100 1.0 0.0015 25 822 -7 2379.044300395659 2386.6766440968095 50 GTEX 1 100 100 1.0 0.0015 25 822 -8 2368.861560299717 2372.679677288795 50 GTEX 1 100 100 1.0 0.0015 25 822 -9 2362.0002489888807 2362.488214413023 50 GTEX 1 100 100 1.0 0.0015 25 822 -10 2355.718376606939 2353.9749412391575 50 GTEX 1 100 100 1.0 0.0015 25 822 -11 2349.1965974425143 2356.0073562448015 50 GTEX 1 100 100 1.0 0.0015 25 822 -12 2343.5865198322545 2349.7197632300085 50 GTEX 1 100 100 1.0 0.0015 25 822 -13 2339.6172480258315 2343.8940819569866 50 GTEX 1 100 100 1.0 0.0015 25 822 -14 2334.731604196031 2337.3429864803647 50 GTEX 1 100 100 1.0 0.0015 25 822 -15 2331.2851774740134 2335.6744273370664 50 GTEX 1 100 100 1.0 0.0015 25 822 -16 2327.9450648263373 2331.714724000416 50 GTEX 1 100 100 1.0 0.0015 25 822 -17 2324.3938521073615 2331.7326284198252 50 GTEX 1 100 100 1.0 0.0015 25 822 -18 2322.0204533469882 2327.9821183237286 50 GTEX 1 100 100 1.0 0.0015 25 822 -19 2319.5031918027753 2323.011358108811 50 GTEX 1 100 100 1.0 0.0015 25 822 -20 2317.210400761981 2322.536143023705 50 GTEX 1 100 100 1.0 0.0015 25 822 -21 2314.830767531499 2323.2522209370545 50 GTEX 1 100 100 1.0 0.0015 25 822 -22 2312.6881661193984 2317.1303975500537 50 GTEX 1 100 100 1.0 0.0015 25 822 -23 2311.117879150107 2318.199599813599 50 GTEX 1 100 100 1.0 0.0015 25 822 -24 2309.291417462881 2313.522999810629 50 GTEX 1 100 100 1.0 0.0015 25 822 -25 2307.7587196138147 2313.6687833256597 50 GTEX 1 100 100 1.0 0.0015 25 822 -26 2305.9243893621842 2313.8579765290815 50 GTEX 1 100 100 1.0 0.0015 25 822 -27 2305.206084009132 2309.565546188064 50 GTEX 1 100 100 1.0 0.0015 25 822 -28 2303.518344123625 2309.4133180103377 50 GTEX 1 100 100 1.0 0.0015 25 822 -29 2302.5234452881555 2312.4501888144605 50 GTEX 1 100 100 1.0 0.0015 25 822 -30 2301.3800819520275 2306.1539418035586 50 GTEX 1 100 100 1.0 0.0015 25 822 -31 2300.623117226286 2305.973709860682 50 GTEX 1 100 100 1.0 0.0015 25 822 -32 2299.862986537941 2305.0157285044857 50 GTEX 1 100 100 1.0 0.0015 25 822 -33 2298.450617600736 2307.9095588945165 50 GTEX 1 100 100 1.0 0.0015 25 822 -34 2297.3598783160005 2304.4615552778932 50 GTEX 1 100 100 1.0 0.0015 25 822 -35 2297.4489168171344 2302.1443075317848 50 GTEX 1 100 100 1.0 0.0015 25 822 -36 2295.8622227829237 2302.641697176509 50 GTEX 1 100 100 1.0 0.0015 25 822 -37 2295.0533686712724 2302.384073119653 50 GTEX 1 100 100 1.0 0.0015 25 822 -38 2294.9033770989854 2303.0337053306203 50 GTEX 1 100 100 1.0 0.0015 25 822 -39 2294.7151622649317 2300.058450793132 50 GTEX 1 100 100 1.0 0.0015 25 822 -40 2293.7989182303495 2300.9719883443736 50 GTEX 1 100 100 1.0 0.0015 25 822 -41 2292.3519980177853 2299.6151396892824 50 GTEX 1 100 100 1.0 0.0015 25 822 -42 2292.9598676601536 2300.5886819933758 50 GTEX 1 100 100 1.0 0.0015 25 822 -43 2292.272489304954 2300.2055585157736 50 GTEX 1 100 100 1.0 0.0015 25 822 -44 2291.025345778634 2298.9834550632722 50 GTEX 1 100 100 1.0 0.0015 25 822 -45 2290.5422339555744 2295.8399932049074 50 GTEX 1 100 100 1.0 0.0015 25 822 -46 2290.5855043805536 2296.912050892645 50 GTEX 1 100 100 1.0 0.0015 25 822 -47 2290.1043002429906 2295.438013809262 50 GTEX 1 100 100 1.0 0.0015 25 822 -48 2290.1120638993925 2295.928267214235 50 GTEX 1 100 100 1.0 0.0015 25 822 -49 2289.530881687292 2297.0018551902626 50 GTEX 1 100 100 1.0 0.0015 25 822 -50 2289.0602498419676 2301.364092112494 50 GTEX 1 100 100 1.0 0.0015 25 822 -51 2288.7053304406095 2295.8011070802636 50 GTEX 1 100 100 1.0 0.0015 25 822 -52 2288.1391026992615 2295.015014184292 50 GTEX 1 100 100 1.0 0.0015 25 822 -53 2288.422257934841 2294.7941072993403 50 GTEX 1 100 100 1.0 0.0015 25 822 -54 2287.949276954858 2294.874816662458 50 GTEX 1 100 100 1.0 0.0015 25 822 -55 2287.645747801161 2296.324144486692 50 GTEX 1 100 100 1.0 0.0015 25 822 -56 2287.6339542900255 2295.4841090445284 50 GTEX 1 100 100 1.0 0.0015 25 822 -57 2287.476159269535 2297.410982893447 50 GTEX 1 100 100 1.0 0.0015 25 822 -58 2286.7359873803 2293.5032898645436 50 GTEX 1 100 100 1.0 0.0015 25 822 -59 2287.0242678927457 2292.4987147806264 50 GTEX 1 100 100 1.0 0.0015 25 822 -60 2287.0117414955403 2293.6038344930785 50 GTEX 1 100 100 1.0 0.0015 25 822 -61 2286.714407045939 2293.047827426925 50 GTEX 1 100 100 1.0 0.0015 25 822 -62 2285.8746018240995 2293.3003607340183 50 GTEX 1 100 100 1.0 0.0015 25 822 -63 2286.6899703152644 2294.2282807672887 50 GTEX 1 100 100 1.0 0.0015 25 822 -64 2285.9138551596993 2291.6712632560007 50 GTEX 1 100 100 1.0 0.0015 25 822 -65 2284.81877792389 2292.3380980981165 50 GTEX 1 100 100 1.0 0.0015 25 822 -66 2285.4071858680977 2291.4266812284636 50 GTEX 1 100 100 1.0 0.0015 25 822 -67 2285.113153957497 2292.0175846230395 50 GTEX 1 100 100 1.0 0.0015 25 822 -68 2285.3452331536523 2291.7660181313868 50 GTEX 1 100 100 1.0 0.0015 25 822 -69 2284.8661645180296 2292.3138650524297 50 GTEX 1 100 100 1.0 0.0015 25 822 -70 2285.1166245607687 2291.957585439936 50 GTEX 1 100 100 1.0 0.0015 25 822 -71 2285.201904038989 2293.3018938071828 50 GTEX 1 100 100 1.0 0.0015 25 822 -72 2284.1709064835413 2291.2055385575095 50 GTEX 1 100 100 1.0 0.0015 25 822 -73 2284.4717143215826 2292.4157153227484 50 GTEX 1 100 100 1.0 0.0015 25 822 -74 2284.201951103174 2292.908348866742 50 GTEX 1 100 100 1.0 0.0015 25 822 -75 2284.340133201186 2292.328439226622 50 GTEX 1 100 100 1.0 0.0015 25 822 -76 2284.7854826820303 2290.5834701015924 50 GTEX 1 100 100 1.0 0.0015 25 822 -77 2284.6329994415223 2290.7124162681203 50 GTEX 1 100 100 1.0 0.0015 25 822 -78 2284.045811916765 2294.193793351206 50 GTEX 1 100 100 1.0 0.0015 25 822 -79 2284.2213918481016 2293.1084272145317 50 GTEX 1 100 100 1.0 0.0015 25 822 -80 2284.477558661832 2290.4816430385576 50 GTEX 1 100 100 1.0 0.0015 25 822 -81 2283.533049631285 2289.829832127792 50 GTEX 1 100 100 1.0 0.0015 25 822 -82 2283.48328834599 2290.5333354065174 50 GTEX 1 100 100 1.0 0.0015 25 822 -83 2283.4367500934577 2289.0942573112225 50 GTEX 1 100 100 1.0 0.0015 25 822 -84 2283.4697604229245 2296.9447801249107 50 GTEX 1 100 100 1.0 0.0015 25 822 -85 2283.330136329858 2290.215304646655 50 GTEX 1 100 100 1.0 0.0015 25 822 -86 2283.292474253699 2293.8330495856108 50 GTEX 1 100 100 1.0 0.0015 25 822 -87 2283.6731225748404 2291.1983842160766 50 GTEX 1 100 100 1.0 0.0015 25 822 -88 2283.1390762659516 2289.5332008042715 50 GTEX 1 100 100 1.0 0.0015 25 822 -89 2283.277912259568 2289.69552925603 50 GTEX 1 100 100 1.0 0.0015 25 822 -90 2282.918631207418 2291.353711030329 50 GTEX 1 100 100 1.0 0.0015 25 822 -91 2282.694269660812 2288.5977337623276 50 GTEX 1 100 100 1.0 0.0015 25 822 -92 2282.883621514001 2290.391938068114 50 GTEX 1 100 100 1.0 0.0015 25 822 -93 2283.626919806136 2289.1282030693023 50 GTEX 1 100 100 1.0 0.0015 25 822 -94 2282.70312316901 2289.392514072897 50 GTEX 1 100 100 1.0 0.0015 25 822 -95 2282.434481573946 2288.8508676739248 50 GTEX 1 100 100 1.0 0.0015 25 822 -96 2282.896293410457 2288.8906366036417 50 GTEX 1 100 100 1.0 0.0015 25 822 -97 2282.3568817844634 2287.8385223272635 50 GTEX 1 100 100 1.0 0.0015 25 822 -98 2282.7343450594417 2288.857832179777 50 GTEX 1 100 100 1.0 0.0015 25 822 -99 2282.164954914316 2290.1218549489067 50 GTEX 1 100 100 1.0 0.0015 25 822 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index f08116f9b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3373.2264311071103 2896.5491855171695 50 GTEX 1 50 100 0.5 0.0015 25 5680 -1 2572.9866663166295 2521.507416583739 50 GTEX 1 50 100 0.5 0.0015 25 5680 -2 2487.5023707712894 2490.741708037518 50 GTEX 1 50 100 0.5 0.0015 25 5680 -3 2443.791272943597 2422.7437827686845 50 GTEX 1 50 100 0.5 0.0015 25 5680 -4 2419.4907740787075 2418.303056492098 50 GTEX 1 50 100 0.5 0.0015 25 5680 -5 2403.758156519852 2391.620575299281 50 GTEX 1 50 100 0.5 0.0015 25 5680 -6 2391.4670422019003 2384.31923289716 50 GTEX 1 50 100 0.5 0.0015 25 5680 -7 2379.1433858237824 2370.2063995477365 50 GTEX 1 50 100 0.5 0.0015 25 5680 -8 2369.930392379656 2362.844092539508 50 GTEX 1 50 100 0.5 0.0015 25 5680 -9 2361.755318691326 2353.4148366949858 50 GTEX 1 50 100 0.5 0.0015 25 5680 -10 2355.6286928235913 2348.9913144419857 50 GTEX 1 50 100 0.5 0.0015 25 5680 -11 2349.495073527409 2347.3964490999288 50 GTEX 1 50 100 0.5 0.0015 25 5680 -12 2344.700908031889 2337.0639226064936 50 GTEX 1 50 100 0.5 0.0015 25 5680 -13 2339.683092883916 2345.7445059076463 50 GTEX 1 50 100 0.5 0.0015 25 5680 -14 2335.1139806108968 2329.836886677905 50 GTEX 1 50 100 0.5 0.0015 25 5680 -15 2331.2640245598195 2329.2295028628505 50 GTEX 1 50 100 0.5 0.0015 25 5680 -16 2328.2624954766807 2325.344635125802 50 GTEX 1 50 100 0.5 0.0015 25 5680 -17 2325.657961975852 2323.5937305058815 50 GTEX 1 50 100 0.5 0.0015 25 5680 -18 2322.979873291351 2317.6456702634864 50 GTEX 1 50 100 0.5 0.0015 25 5680 -19 2320.3055652663943 2317.9227109263607 50 GTEX 1 50 100 0.5 0.0015 25 5680 -20 2317.540521747625 2316.3020112360387 50 GTEX 1 50 100 0.5 0.0015 25 5680 -21 2316.042271632711 2313.285991248069 50 GTEX 1 50 100 0.5 0.0015 25 5680 -22 2313.4400416723056 2310.8164169253505 50 GTEX 1 50 100 0.5 0.0015 25 5680 -23 2312.558588153875 2309.822163048806 50 GTEX 1 50 100 0.5 0.0015 25 5680 -24 2310.131008329922 2307.0805515535885 50 GTEX 1 50 100 0.5 0.0015 25 5680 -25 2309.020626826864 2310.7749171964115 50 GTEX 1 50 100 0.5 0.0015 25 5680 -26 2307.2587762971457 2304.0903487404944 50 GTEX 1 50 100 0.5 0.0015 25 5680 -27 2306.4875616966337 2303.40296616935 50 GTEX 1 50 100 0.5 0.0015 25 5680 -28 2304.753676628354 2301.6687304130523 50 GTEX 1 50 100 0.5 0.0015 25 5680 -29 2303.3104447521655 2301.6650608773466 50 GTEX 1 50 100 0.5 0.0015 25 5680 -30 2302.3525242598466 2299.6010319814936 50 GTEX 1 50 100 0.5 0.0015 25 5680 -31 2301.496424333994 2298.3842657401083 50 GTEX 1 50 100 0.5 0.0015 25 5680 -32 2300.3669886183584 2298.9310827218987 50 GTEX 1 50 100 0.5 0.0015 25 5680 -33 2299.1584904099436 2296.379242755614 50 GTEX 1 50 100 0.5 0.0015 25 5680 -34 2298.3684606571264 2297.7442121034337 50 GTEX 1 50 100 0.5 0.0015 25 5680 -35 2297.7932766658196 2295.4870368754455 50 GTEX 1 50 100 0.5 0.0015 25 5680 -36 2297.095109110512 2295.8999371546756 50 GTEX 1 50 100 0.5 0.0015 25 5680 -37 2296.5148022664666 2295.4638342331573 50 GTEX 1 50 100 0.5 0.0015 25 5680 -38 2295.489868537997 2293.554496271982 50 GTEX 1 50 100 0.5 0.0015 25 5680 -39 2295.126470697761 2296.1457779452826 50 GTEX 1 50 100 0.5 0.0015 25 5680 -40 2294.7612475665883 2292.9403874502436 50 GTEX 1 50 100 0.5 0.0015 25 5680 -41 2294.246637296208 2294.847435316659 50 GTEX 1 50 100 0.5 0.0015 25 5680 -42 2293.382828617872 2293.1998634483425 50 GTEX 1 50 100 0.5 0.0015 25 5680 -43 2292.8377270995215 2292.525504804836 50 GTEX 1 50 100 0.5 0.0015 25 5680 -44 2293.152661362331 2291.96048356553 50 GTEX 1 50 100 0.5 0.0015 25 5680 -45 2291.631386725971 2290.7971650910467 50 GTEX 1 50 100 0.5 0.0015 25 5680 -46 2291.475164474499 2291.6230148489485 50 GTEX 1 50 100 0.5 0.0015 25 5680 -47 2290.643885297283 2289.090424860385 50 GTEX 1 50 100 0.5 0.0015 25 5680 -48 2291.2359389235303 2291.8584276786773 50 GTEX 1 50 100 0.5 0.0015 25 5680 -49 2290.2033614814122 2289.9391723168665 50 GTEX 1 50 100 0.5 0.0015 25 5680 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index 109df9935..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3405.9645608233286 2673.8220159146267 50 GTEX 1 50 100 0.0 0.0015 25 9350 -1 2580.5214945872835 2487.8761687188094 50 GTEX 1 50 100 0.0 0.0015 25 9350 -2 2491.4085571508267 2474.507411478137 50 GTEX 1 50 100 0.0 0.0015 25 9350 -3 2445.368550891419 2411.3018826676866 50 GTEX 1 50 100 0.0 0.0015 25 9350 -4 2422.3645003284437 2395.714743494534 50 GTEX 1 50 100 0.0 0.0015 25 9350 -5 2405.2693942094083 2387.913188513694 50 GTEX 1 50 100 0.0 0.0015 25 9350 -6 2392.140557511248 2367.7656282490198 50 GTEX 1 50 100 0.0 0.0015 25 9350 -7 2379.435008151259 2361.073749034577 50 GTEX 1 50 100 0.0 0.0015 25 9350 -8 2370.710744240272 2361.04739762803 50 GTEX 1 50 100 0.0 0.0015 25 9350 -9 2362.1002298743747 2345.4546065529944 50 GTEX 1 50 100 0.0 0.0015 25 9350 -10 2354.5499528687646 2339.5554510196353 50 GTEX 1 50 100 0.0 0.0015 25 9350 -11 2349.183629621935 2331.882553970859 50 GTEX 1 50 100 0.0 0.0015 25 9350 -12 2343.934678701963 2328.049714643239 50 GTEX 1 50 100 0.0 0.0015 25 9350 -13 2339.545938332456 2325.510560706541 50 GTEX 1 50 100 0.0 0.0015 25 9350 -14 2335.074741587967 2322.4678356330205 50 GTEX 1 50 100 0.0 0.0015 25 9350 -15 2331.917521833656 2320.9127294736218 50 GTEX 1 50 100 0.0 0.0015 25 9350 -16 2328.9864465978035 2313.806418763367 50 GTEX 1 50 100 0.0 0.0015 25 9350 -17 2326.389000808524 2311.3834028932984 50 GTEX 1 50 100 0.0 0.0015 25 9350 -18 2322.9898835469594 2311.2103471067016 50 GTEX 1 50 100 0.0 0.0015 25 9350 -19 2320.2565039609217 2306.333439003832 50 GTEX 1 50 100 0.0 0.0015 25 9350 -20 2318.299203477994 2305.059911459571 50 GTEX 1 50 100 0.0 0.0015 25 9350 -21 2315.7828866215787 2306.6203952107594 50 GTEX 1 50 100 0.0 0.0015 25 9350 -22 2314.1792191533336 2302.949446645526 50 GTEX 1 50 100 0.0 0.0015 25 9350 -23 2311.9015958807568 2301.8830116184945 50 GTEX 1 50 100 0.0 0.0015 25 9350 -24 2310.867865920558 2298.7231538141637 50 GTEX 1 50 100 0.0 0.0015 25 9350 -25 2309.598691842593 2293.92350832863 50 GTEX 1 50 100 0.0 0.0015 25 9350 -26 2307.709677056651 2295.5612138523347 50 GTEX 1 50 100 0.0 0.0015 25 9350 -27 2306.3349180510672 2291.676128430965 50 GTEX 1 50 100 0.0 0.0015 25 9350 -28 2305.2142779482347 2293.566484690619 50 GTEX 1 50 100 0.0 0.0015 25 9350 -29 2304.5212509108533 2295.7794263716432 50 GTEX 1 50 100 0.0 0.0015 25 9350 -30 2303.017687339698 2289.6819441762714 50 GTEX 1 50 100 0.0 0.0015 25 9350 -31 2302.167945849728 2290.3524889347673 50 GTEX 1 50 100 0.0 0.0015 25 9350 -32 2301.291970421926 2286.6985002524953 50 GTEX 1 50 100 0.0 0.0015 25 9350 -33 2300.6726374140103 2287.8294566339414 50 GTEX 1 50 100 0.0 0.0015 25 9350 -34 2299.1380252259905 2285.1794786344462 50 GTEX 1 50 100 0.0 0.0015 25 9350 -35 2298.7571786679223 2285.8860624480158 50 GTEX 1 50 100 0.0 0.0015 25 9350 -36 2297.8617830358085 2285.4885026474867 50 GTEX 1 50 100 0.0 0.0015 25 9350 -37 2297.8885888099367 2282.8130476918964 50 GTEX 1 50 100 0.0 0.0015 25 9350 -38 2296.2503908519398 2284.224814063243 50 GTEX 1 50 100 0.0 0.0015 25 9350 -39 2296.276306506937 2286.5990301211978 50 GTEX 1 50 100 0.0 0.0015 25 9350 -40 2295.1344180205333 2283.316333379129 50 GTEX 1 50 100 0.0 0.0015 25 9350 -41 2294.8774976253862 2282.5123564861574 50 GTEX 1 50 100 0.0 0.0015 25 9350 -42 2294.0063715622773 2280.422717888546 50 GTEX 1 50 100 0.0 0.0015 25 9350 -43 2294.4526074486953 2283.051057880822 50 GTEX 1 50 100 0.0 0.0015 25 9350 -44 2293.1492597951274 2281.202782460492 50 GTEX 1 50 100 0.0 0.0015 25 9350 -45 2292.9638519980176 2279.882741485712 50 GTEX 1 50 100 0.0 0.0015 25 9350 -46 2292.439380349586 2281.9349889718987 50 GTEX 1 50 100 0.0 0.0015 25 9350 -47 2291.921549522148 2279.3299978277983 50 GTEX 1 50 100 0.0 0.0015 25 9350 -48 2290.981667300722 2279.14203832358 50 GTEX 1 50 100 0.0 0.0015 25 9350 -49 2290.868803671223 2279.315313186936 50 GTEX 1 50 100 0.0 0.0015 25 9350 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index 0960382df..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0015lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3378.195495392713 2724.3399630354384 50 GTEX 1 50 100 1.0 0.0015 25 2157 -1 2580.3602694774036 2526.4305025398053 50 GTEX 1 50 100 1.0 0.0015 25 2157 -2 2490.9683317089957 2472.581163297588 50 GTEX 1 50 100 1.0 0.0015 25 2157 -3 2448.5341172533126 2454.821190663617 50 GTEX 1 50 100 1.0 0.0015 25 2157 -4 2422.4385841009394 2416.050874079135 50 GTEX 1 50 100 1.0 0.0015 25 2157 -5 2403.809874488973 2413.552353311401 50 GTEX 1 50 100 1.0 0.0015 25 2157 -6 2391.2479304910726 2394.4925940916114 50 GTEX 1 50 100 1.0 0.0015 25 2157 -7 2379.129328744545 2382.939148181292 50 GTEX 1 50 100 1.0 0.0015 25 2157 -8 2369.5001477944356 2377.132857986276 50 GTEX 1 50 100 1.0 0.0015 25 2157 -9 2362.702458210098 2369.0674672870127 50 GTEX 1 50 100 1.0 0.0015 25 2157 -10 2356.21321522604 2366.14909101711 50 GTEX 1 50 100 1.0 0.0015 25 2157 -11 2349.064492117355 2352.8251516828063 50 GTEX 1 50 100 1.0 0.0015 25 2157 -12 2343.7169363912967 2346.2976812210372 50 GTEX 1 50 100 1.0 0.0015 25 2157 -13 2340.630352654905 2347.0805144219344 50 GTEX 1 50 100 1.0 0.0015 25 2157 -14 2335.0147393165075 2344.7736143395023 50 GTEX 1 50 100 1.0 0.0015 25 2157 -15 2331.163869240272 2336.45303913305 50 GTEX 1 50 100 1.0 0.0015 25 2157 -16 2329.101482993763 2334.4407805816304 50 GTEX 1 50 100 1.0 0.0015 25 2157 -17 2324.531909955924 2328.6609411203362 50 GTEX 1 50 100 1.0 0.0015 25 2157 -18 2321.55790821179 2328.263223510278 50 GTEX 1 50 100 1.0 0.0015 25 2157 -19 2319.286937004034 2327.9468567126605 50 GTEX 1 50 100 1.0 0.0015 25 2157 -20 2317.7947616762503 2324.6922537800024 50 GTEX 1 50 100 1.0 0.0015 25 2157 -21 2314.7109353337582 2321.5701477282855 50 GTEX 1 50 100 1.0 0.0015 25 2157 -22 2313.217594284133 2321.232723105543 50 GTEX 1 50 100 1.0 0.0015 25 2157 -23 2311.144231380222 2317.483319532735 50 GTEX 1 50 100 1.0 0.0015 25 2157 -24 2308.7300619349203 2316.326224787607 50 GTEX 1 50 100 1.0 0.0015 25 2157 -25 2307.784931708707 2315.3381765387358 50 GTEX 1 50 100 1.0 0.0015 25 2157 -26 2306.278234642789 2314.601715203927 50 GTEX 1 50 100 1.0 0.0015 25 2157 -27 2304.8034967116446 2312.3718168889613 50 GTEX 1 50 100 1.0 0.0015 25 2157 -28 2303.7245373216665 2310.373456251485 50 GTEX 1 50 100 1.0 0.0015 25 2157 -29 2301.760671965157 2308.002758417746 50 GTEX 1 50 100 1.0 0.0015 25 2157 -30 2301.5717815988683 2309.294383001871 50 GTEX 1 50 100 1.0 0.0015 25 2157 -31 2299.866622110852 2308.1510961264257 50 GTEX 1 50 100 1.0 0.0015 25 2157 -32 2299.292146196987 2307.29975316733 50 GTEX 1 50 100 1.0 0.0015 25 2157 -33 2298.5758122014713 2304.806147238148 50 GTEX 1 50 100 1.0 0.0015 25 2157 -34 2297.413711594593 2304.461744185183 50 GTEX 1 50 100 1.0 0.0015 25 2157 -35 2296.3804239603687 2303.912612044766 50 GTEX 1 50 100 1.0 0.0015 25 2157 -36 2295.8439280186685 2301.3427780789566 50 GTEX 1 50 100 1.0 0.0015 25 2157 -37 2294.8893001109527 2301.422176230543 50 GTEX 1 50 100 1.0 0.0015 25 2157 -38 2294.509364225525 2302.2476430682627 50 GTEX 1 50 100 1.0 0.0015 25 2157 -39 2293.8286589012737 2300.1329243591076 50 GTEX 1 50 100 1.0 0.0015 25 2157 -40 2293.13496123149 2304.4104198847435 50 GTEX 1 50 100 1.0 0.0015 25 2157 -41 2293.064496578782 2303.3256599223205 50 GTEX 1 50 100 1.0 0.0015 25 2157 -42 2292.393436962566 2299.8540229362225 50 GTEX 1 50 100 1.0 0.0015 25 2157 -43 2291.463228971361 2299.749216057955 50 GTEX 1 50 100 1.0 0.0015 25 2157 -44 2290.9251736707115 2301.7994180541527 50 GTEX 1 50 100 1.0 0.0015 25 2157 -45 2291.00485418716 2302.190765264823 50 GTEX 1 50 100 1.0 0.0015 25 2157 -46 2290.396188064048 2298.4669857822896 50 GTEX 1 50 100 1.0 0.0015 25 2157 -47 2289.9759549207115 2296.699548757575 50 GTEX 1 50 100 1.0 0.0015 25 2157 -48 2289.3978261555767 2296.54304069258 50 GTEX 1 50 100 1.0 0.0015 25 2157 -49 2288.797369651033 2297.418060186698 50 GTEX 1 50 100 1.0 0.0015 25 2157 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 0b8e35ef7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4243.027596710324 4142.017217019665 100 GTEX 1 100 100 0.5 0.001 25 7906 -1 3028.4788572465127 3061.5338622118584 100 GTEX 1 100 100 0.5 0.001 25 7906 -2 2704.8851809503158 2634.7421995677873 100 GTEX 1 100 100 0.5 0.001 25 7906 -3 2597.220306522204 2564.5753986083055 100 GTEX 1 100 100 0.5 0.001 25 7906 -4 2545.5104841468224 2594.539914671459 100 GTEX 1 100 100 0.5 0.001 25 7906 -5 2511.949769697535 2515.538139778398 100 GTEX 1 100 100 0.5 0.001 25 7906 -6 2487.3645140221874 2487.54915117039 100 GTEX 1 100 100 0.5 0.001 25 7906 -7 2474.9969988265157 2482.304010775606 100 GTEX 1 100 100 0.5 0.001 25 7906 -8 2459.1311324246394 2462.2988893922293 100 GTEX 1 100 100 0.5 0.001 25 7906 -9 2444.825375781085 2445.653067817253 100 GTEX 1 100 100 0.5 0.001 25 7906 -10 2439.0388554691626 2441.959128260159 100 GTEX 1 100 100 0.5 0.001 25 7906 -11 2424.4028724677664 2429.997073097374 100 GTEX 1 100 100 0.5 0.001 25 7906 -12 2417.6708229542837 2454.5951071619534 100 GTEX 1 100 100 0.5 0.001 25 7906 -13 2410.7804547828973 2417.894522895378 100 GTEX 1 100 100 0.5 0.001 25 7906 -14 2402.6121229294854 2421.721799437084 100 GTEX 1 100 100 0.5 0.001 25 7906 -15 2396.8753899235503 2402.7133492009266 100 GTEX 1 100 100 0.5 0.001 25 7906 -16 2392.293262559458 2404.25153353731 100 GTEX 1 100 100 0.5 0.001 25 7906 -17 2387.5033800337274 2408.7165063198076 100 GTEX 1 100 100 0.5 0.001 25 7906 -18 2383.4353764897555 2390.7805417137 100 GTEX 1 100 100 0.5 0.001 25 7906 -19 2379.4604276852733 2390.595512825273 100 GTEX 1 100 100 0.5 0.001 25 7906 -20 2374.7459860826175 2385.7975999955443 100 GTEX 1 100 100 0.5 0.001 25 7906 -21 2369.9441988711196 2377.304689356583 100 GTEX 1 100 100 0.5 0.001 25 7906 -22 2365.649911498701 2376.4381757961028 100 GTEX 1 100 100 0.5 0.001 25 7906 -23 2363.288875042706 2375.836214130822 100 GTEX 1 100 100 0.5 0.001 25 7906 -24 2360.0679127681187 2370.924913297588 100 GTEX 1 100 100 0.5 0.001 25 7906 -25 2357.5215957817286 2364.034989157557 100 GTEX 1 100 100 0.5 0.001 25 7906 -26 2354.3453899998844 2365.9244899967325 100 GTEX 1 100 100 0.5 0.001 25 7906 -27 2350.8545632608666 2363.783092658329 100 GTEX 1 100 100 0.5 0.001 25 7906 -28 2348.518215567481 2357.928143751485 100 GTEX 1 100 100 0.5 0.001 25 7906 -29 2345.293150740112 2359.17256286389 100 GTEX 1 100 100 0.5 0.001 25 7906 -30 2344.0096965115663 2352.4356545567966 100 GTEX 1 100 100 0.5 0.001 25 7906 -31 2341.641876339975 2356.3375258064993 100 GTEX 1 100 100 0.5 0.001 25 7906 -32 2339.1109041347163 2350.9228766263664 100 GTEX 1 100 100 0.5 0.001 25 7906 -33 2337.337439814578 2348.372961472196 100 GTEX 1 100 100 0.5 0.001 25 7906 -34 2335.591859979691 2344.8782991474573 100 GTEX 1 100 100 0.5 0.001 25 7906 -35 2333.4483471986573 2342.9531073624644 100 GTEX 1 100 100 0.5 0.001 25 7906 -36 2331.065982337082 2342.6409201966494 100 GTEX 1 100 100 0.5 0.001 25 7906 -37 2330.0332284236115 2343.7421615078424 100 GTEX 1 100 100 0.5 0.001 25 7906 -38 2328.1493065756376 2341.686643187084 100 GTEX 1 100 100 0.5 0.001 25 7906 -39 2325.8688725783477 2341.9619019947127 100 GTEX 1 100 100 0.5 0.001 25 7906 -40 2325.246256527609 2335.2673748291945 100 GTEX 1 100 100 0.5 0.001 25 7906 -41 2323.1996959937314 2334.065995016932 100 GTEX 1 100 100 0.5 0.001 25 7906 -42 2322.019833776003 2334.6822820743228 100 GTEX 1 100 100 0.5 0.001 25 7906 -43 2321.365494091936 2333.6370232295626 100 GTEX 1 100 100 0.5 0.001 25 7906 -44 2319.8929036544296 2329.693004767704 100 GTEX 1 100 100 0.5 0.001 25 7906 -45 2318.0852262247727 2328.517611543489 100 GTEX 1 100 100 0.5 0.001 25 7906 -46 2317.1374281168714 2330.466364291231 100 GTEX 1 100 100 0.5 0.001 25 7906 -47 2316.0616001069916 2328.2807357265924 100 GTEX 1 100 100 0.5 0.001 25 7906 -48 2314.3328059651703 2333.0279629203305 100 GTEX 1 100 100 0.5 0.001 25 7906 -49 2313.9935508398416 2327.3833184187856 100 GTEX 1 100 100 0.5 0.001 25 7906 -50 2312.6857135724754 2324.056938606523 100 GTEX 1 100 100 0.5 0.001 25 7906 -51 2311.780190810843 2322.485962378208 100 GTEX 1 100 100 0.5 0.001 25 7906 -52 2310.290423338348 2321.5313688212927 100 GTEX 1 100 100 0.5 0.001 25 7906 -53 2309.7258816295257 2321.4407007485743 100 GTEX 1 100 100 0.5 0.001 25 7906 -54 2308.742248954221 2321.6771848265207 100 GTEX 1 100 100 0.5 0.001 25 7906 -55 2307.539505676998 2318.8787029541945 100 GTEX 1 100 100 0.5 0.001 25 7906 -56 2307.050575224918 2318.627341150784 100 GTEX 1 100 100 0.5 0.001 25 7906 -57 2306.0635545214213 2318.9238476191185 100 GTEX 1 100 100 0.5 0.001 25 7906 -58 2304.991270792828 2316.4662222626544 100 GTEX 1 100 100 0.5 0.001 25 7906 -59 2304.756696060163 2317.006804375594 100 GTEX 1 100 100 0.5 0.001 25 7906 -60 2303.975357527918 2314.8926486751425 100 GTEX 1 100 100 0.5 0.001 25 7906 -61 2302.9834999156196 2313.7972426033743 100 GTEX 1 100 100 0.5 0.001 25 7906 -62 2302.7111774112955 2313.636776304064 100 GTEX 1 100 100 0.5 0.001 25 7906 -63 2301.833647936995 2314.3499695520436 100 GTEX 1 100 100 0.5 0.001 25 7906 -64 2301.139929146352 2314.809392080561 100 GTEX 1 100 100 0.5 0.001 25 7906 -65 2300.6165708947033 2311.158990316065 100 GTEX 1 100 100 0.5 0.001 25 7906 -66 2299.8912540353995 2312.733865368049 100 GTEX 1 100 100 0.5 0.001 25 7906 -67 2299.05739478666 2311.295351673895 100 GTEX 1 100 100 0.5 0.001 25 7906 -68 2298.7712438189897 2311.4322551538735 100 GTEX 1 100 100 0.5 0.001 25 7906 -69 2297.937214649201 2310.4176206407437 100 GTEX 1 100 100 0.5 0.001 25 7906 -70 2297.163930900802 2309.8532807672887 100 GTEX 1 100 100 0.5 0.001 25 7906 -71 2297.188957158749 2309.0632816213165 100 GTEX 1 100 100 0.5 0.001 25 7906 -72 2296.635580209337 2308.4767119549074 100 GTEX 1 100 100 0.5 0.001 25 7906 -73 2295.7115558073438 2307.707008971008 100 GTEX 1 100 100 0.5 0.001 25 7906 -74 2295.4817067056947 2307.7273236989067 100 GTEX 1 100 100 0.5 0.001 25 7906 -75 2294.85598271669 2306.2910100552517 100 GTEX 1 100 100 0.5 0.001 25 7906 -76 2294.636099307958 2306.799581897576 100 GTEX 1 100 100 0.5 0.001 25 7906 -77 2294.3024618153436 2309.53717806856 100 GTEX 1 100 100 0.5 0.001 25 7906 -78 2293.5828529262008 2306.846137565352 100 GTEX 1 100 100 0.5 0.001 25 7906 -79 2293.0562199098677 2303.94729997178 100 GTEX 1 100 100 0.5 0.001 25 7906 -80 2292.629222830787 2304.2865375475285 100 GTEX 1 100 100 0.5 0.001 25 7906 -81 2292.215160021324 2304.449429472136 100 GTEX 1 100 100 0.5 0.001 25 7906 -82 2291.644413963472 2303.827470554598 100 GTEX 1 100 100 0.5 0.001 25 7906 -83 2291.2460140116655 2303.1564003831986 100 GTEX 1 100 100 0.5 0.001 25 7906 -84 2291.280795862849 2303.089953288379 100 GTEX 1 100 100 0.5 0.001 25 7906 -85 2290.8493562341555 2303.499755859375 100 GTEX 1 100 100 0.5 0.001 25 7906 -86 2290.450601895482 2302.0871730557865 100 GTEX 1 100 100 0.5 0.001 25 7906 -87 2290.04831415831 2304.02215831452 100 GTEX 1 100 100 0.5 0.001 25 7906 -88 2290.1285821131546 2302.2011217472673 100 GTEX 1 100 100 0.5 0.001 25 7906 -89 2289.293214541095 2301.426601859553 100 GTEX 1 100 100 0.5 0.001 25 7906 -90 2288.796900040725 2299.5450611187025 100 GTEX 1 100 100 0.5 0.001 25 7906 -91 2288.6908209778458 2300.387474379159 100 GTEX 1 100 100 0.5 0.001 25 7906 -92 2288.415343006876 2301.1426384639376 100 GTEX 1 100 100 0.5 0.001 25 7906 -93 2288.648129635758 2301.5623152700214 100 GTEX 1 100 100 0.5 0.001 25 7906 -94 2288.310436835067 2300.0744591774596 100 GTEX 1 100 100 0.5 0.001 25 7906 -95 2287.4983999724373 2300.2907278546813 100 GTEX 1 100 100 0.5 0.001 25 7906 -96 2287.9457132031825 2300.7906480216257 100 GTEX 1 100 100 0.5 0.001 25 7906 -97 2287.706482752382 2299.9100272175024 100 GTEX 1 100 100 0.5 0.001 25 7906 -98 2286.9148085640413 2299.1915900516874 100 GTEX 1 100 100 0.5 0.001 25 7906 -99 2286.752233214926 2298.824584496792 100 GTEX 1 100 100 0.5 0.001 25 7906 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 0321a8f77..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4249.756154319156 3732.161716707759 100 GTEX 1 100 100 0.0 0.001 25 1787 -1 3015.869036181192 2821.8345478478495 100 GTEX 1 100 100 0.0 0.001 25 1787 -2 2695.1572963722256 2730.06857938005 100 GTEX 1 100 100 0.0 0.001 25 1787 -3 2600.6205425187904 2579.2758222804778 100 GTEX 1 100 100 0.0 0.001 25 1787 -4 2547.4073933889185 2525.7807914240734 100 GTEX 1 100 100 0.0 0.001 25 1787 -5 2516.0523844237714 2500.96363325808 100 GTEX 1 100 100 0.0 0.001 25 1787 -6 2490.3502386940736 2474.829605624703 100 GTEX 1 100 100 0.0 0.001 25 1787 -7 2474.411536223485 2465.8501050825807 100 GTEX 1 100 100 0.0 0.001 25 1787 -8 2460.8143065942054 2466.174788906547 100 GTEX 1 100 100 0.0 0.001 25 1787 -9 2448.1422170330984 2434.4177320357057 100 GTEX 1 100 100 0.0 0.001 25 1787 -10 2438.4919838474684 2432.741056841136 100 GTEX 1 100 100 0.0 0.001 25 1787 -11 2429.3562319892453 2428.8711531606464 100 GTEX 1 100 100 0.0 0.001 25 1787 -12 2421.1511835469178 2413.0933777551686 100 GTEX 1 100 100 0.0 0.001 25 1787 -13 2412.794038203018 2399.148592524655 100 GTEX 1 100 100 0.0 0.001 25 1787 -14 2406.2728180837466 2396.7621420508553 100 GTEX 1 100 100 0.0 0.001 25 1787 -15 2401.006635482754 2391.33977505644 100 GTEX 1 100 100 0.0 0.001 25 1787 -16 2394.3917541794026 2385.9070882470887 100 GTEX 1 100 100 0.0 0.001 25 1787 -17 2390.851843724624 2392.9004314698195 100 GTEX 1 100 100 0.0 0.001 25 1787 -18 2385.745346396529 2382.1156920226354 100 GTEX 1 100 100 0.0 0.001 25 1787 -19 2378.994000309257 2374.608897858246 100 GTEX 1 100 100 0.0 0.001 25 1787 -20 2376.664699994058 2367.3492705486574 100 GTEX 1 100 100 0.0 0.001 25 1787 -21 2373.0716891467564 2361.837110860266 100 GTEX 1 100 100 0.0 0.001 25 1787 -22 2368.408164442108 2361.7448340586384 100 GTEX 1 100 100 0.0 0.001 25 1787 -23 2365.313654271705 2355.9630623588996 100 GTEX 1 100 100 0.0 0.001 25 1787 -24 2362.2461837264063 2353.8042409918608 100 GTEX 1 100 100 0.0 0.001 25 1787 -25 2357.993832734969 2351.369540718572 100 GTEX 1 100 100 0.0 0.001 25 1787 -26 2356.327895094679 2348.4488706407437 100 GTEX 1 100 100 0.0 0.001 25 1787 -27 2353.180710765645 2345.9794541275546 100 GTEX 1 100 100 0.0 0.001 25 1787 -28 2350.436281901523 2340.8604119014376 100 GTEX 1 100 100 0.0 0.001 25 1787 -29 2348.2523705907693 2341.2851284012595 100 GTEX 1 100 100 0.0 0.001 25 1787 -30 2346.0103471835964 2340.0254054776615 100 GTEX 1 100 100 0.0 0.001 25 1787 -31 2343.2406554511726 2334.9928382322364 100 GTEX 1 100 100 0.0 0.001 25 1787 -32 2341.802233689436 2332.3093317416233 100 GTEX 1 100 100 0.0 0.001 25 1787 -33 2340.245431679411 2329.25755814817 100 GTEX 1 100 100 0.0 0.001 25 1787 -34 2337.08051263703 2331.1077727691304 100 GTEX 1 100 100 0.0 0.001 25 1787 -35 2335.2372879764907 2333.1241441153757 100 GTEX 1 100 100 0.0 0.001 25 1787 -36 2333.4123329879035 2326.004137394546 100 GTEX 1 100 100 0.0 0.001 25 1787 -37 2331.929760791186 2325.6982226933815 100 GTEX 1 100 100 0.0 0.001 25 1787 -38 2330.329334820338 2322.5072518120246 100 GTEX 1 100 100 0.0 0.001 25 1787 -39 2328.5252649056015 2319.7388075911954 100 GTEX 1 100 100 0.0 0.001 25 1787 -40 2326.6301137493647 2319.6068602587334 100 GTEX 1 100 100 0.0 0.001 25 1787 -41 2325.3401593766093 2318.6110236454374 100 GTEX 1 100 100 0.0 0.001 25 1787 -42 2324.5103760668226 2317.117511473681 100 GTEX 1 100 100 0.0 0.001 25 1787 -43 2323.2163486434374 2314.2186451030775 100 GTEX 1 100 100 0.0 0.001 25 1787 -44 2321.322587956644 2315.8655267867753 100 GTEX 1 100 100 0.0 0.001 25 1787 -45 2320.342578114685 2311.5590309752256 100 GTEX 1 100 100 0.0 0.001 25 1787 -46 2318.924533185176 2310.108864439758 100 GTEX 1 100 100 0.0 0.001 25 1787 -47 2317.342170345427 2309.6910015149715 100 GTEX 1 100 100 0.0 0.001 25 1787 -48 2316.2649992139636 2310.2431733454137 100 GTEX 1 100 100 0.0 0.001 25 1787 -49 2315.2816781938245 2307.917567728137 100 GTEX 1 100 100 0.0 0.001 25 1787 -50 2314.741040449101 2307.715353381951 100 GTEX 1 100 100 0.0 0.001 25 1787 -51 2313.020481276036 2306.860983728909 100 GTEX 1 100 100 0.0 0.001 25 1787 -52 2312.551693186282 2305.4536086397934 100 GTEX 1 100 100 0.0 0.001 25 1787 -53 2311.69895139964 2302.681206184648 100 GTEX 1 100 100 0.0 0.001 25 1787 -54 2310.729462350096 2301.474455278636 100 GTEX 1 100 100 0.0 0.001 25 1787 -55 2309.486768955236 2302.704114558579 100 GTEX 1 100 100 0.0 0.001 25 1787 -56 2308.917002735035 2301.469240137833 100 GTEX 1 100 100 0.0 0.001 25 1787 -57 2307.8627795844695 2300.5201921934413 100 GTEX 1 100 100 0.0 0.001 25 1787 -58 2307.21669668631 2302.4090190930965 100 GTEX 1 100 100 0.0 0.001 25 1787 -59 2306.0634973223187 2297.8233795746196 100 GTEX 1 100 100 0.0 0.001 25 1787 -60 2305.384558491008 2298.7353264986336 100 GTEX 1 100 100 0.0 0.001 25 1787 -61 2305.4181128824553 2297.891089145675 100 GTEX 1 100 100 0.0 0.001 25 1787 -62 2304.116997567001 2296.689719544617 100 GTEX 1 100 100 0.0 0.001 25 1787 -63 2303.7351004589545 2296.9748442327113 100 GTEX 1 100 100 0.0 0.001 25 1787 -64 2303.060648249965 2297.027710425083 100 GTEX 1 100 100 0.0 0.001 25 1787 -65 2302.318813512151 2294.9493394278757 100 GTEX 1 100 100 0.0 0.001 25 1787 -66 2301.343769676698 2293.5835462214827 100 GTEX 1 100 100 0.0 0.001 25 1787 -67 2301.018308844828 2293.545554041409 100 GTEX 1 100 100 0.0 0.001 25 1787 -68 2300.208824898331 2292.6543599988117 100 GTEX 1 100 100 0.0 0.001 25 1787 -69 2299.722489526736 2291.9463169112405 100 GTEX 1 100 100 0.0 0.001 25 1787 -70 2299.602955135685 2291.70366805044 100 GTEX 1 100 100 0.0 0.001 25 1787 -71 2299.0709391112714 2292.5522720859076 100 GTEX 1 100 100 0.0 0.001 25 1787 -72 2297.9353199353677 2290.354781814401 100 GTEX 1 100 100 0.0 0.001 25 1787 -73 2297.666717513179 2290.90941361692 100 GTEX 1 100 100 0.0 0.001 25 1787 -74 2297.2168736734347 2289.937909376485 100 GTEX 1 100 100 0.0 0.001 25 1787 -75 2296.622830869732 2289.4448539240734 100 GTEX 1 100 100 0.0 0.001 25 1787 -76 2296.0754012602165 2293.093620039211 100 GTEX 1 100 100 0.0 0.001 25 1787 -77 2296.292251388664 2289.4020921830443 100 GTEX 1 100 100 0.0 0.001 25 1787 -78 2295.3524481061268 2289.0054119385695 100 GTEX 1 100 100 0.0 0.001 25 1787 -79 2294.850409801399 2288.641467888546 100 GTEX 1 100 100 0.0 0.001 25 1787 -80 2294.846939559168 2287.82047773586 100 GTEX 1 100 100 0.0 0.001 25 1787 -81 2293.4413092075188 2289.313365167538 100 GTEX 1 100 100 0.0 0.001 25 1787 -82 2294.309188125528 2286.0197475418845 100 GTEX 1 100 100 0.0 0.001 25 1787 -83 2293.369798363105 2286.1770075228733 100 GTEX 1 100 100 0.0 0.001 25 1787 -84 2293.0737953270655 2285.402219358959 100 GTEX 1 100 100 0.0 0.001 25 1787 -85 2292.412236461194 2285.7224743048955 100 GTEX 1 100 100 0.0 0.001 25 1787 -86 2292.053649921685 2284.2912328451757 100 GTEX 1 100 100 0.0 0.001 25 1787 -87 2291.902274430258 2284.3236070060007 100 GTEX 1 100 100 0.0 0.001 25 1787 -88 2291.486612005849 2284.382865412607 100 GTEX 1 100 100 0.0 0.001 25 1787 -89 2291.0821951365187 2284.7433014496196 100 GTEX 1 100 100 0.0 0.001 25 1787 -90 2290.916366633561 2285.0220023615734 100 GTEX 1 100 100 0.0 0.001 25 1787 -91 2290.89781104346 2287.1651857325332 100 GTEX 1 100 100 0.0 0.001 25 1787 -92 2290.3630725686926 2283.9227912235624 100 GTEX 1 100 100 0.0 0.001 25 1787 -93 2289.989841124721 2285.61592223889 100 GTEX 1 100 100 0.0 0.001 25 1787 -94 2289.7579808479454 2282.0168020734313 100 GTEX 1 100 100 0.0 0.001 25 1787 -95 2289.5949610066136 2282.4966024536598 100 GTEX 1 100 100 0.0 0.001 25 1787 -96 2289.215466364039 2283.1320169543133 100 GTEX 1 100 100 0.0 0.001 25 1787 -97 2289.3369870184342 2282.435635062678 100 GTEX 1 100 100 0.0 0.001 25 1787 -98 2288.9303875056116 2282.0971633272934 100 GTEX 1 100 100 0.0 0.001 25 1787 -99 2288.392633570478 2280.675436853909 100 GTEX 1 100 100 0.0 0.001 25 1787 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index ffa4f135f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4239.563705436277 3615.1018771907675 100 GTEX 1 100 100 1.0 0.001 25 1303 -1 3005.5746169774775 2869.725951684292 100 GTEX 1 100 100 1.0 0.001 25 1303 -2 2688.4407333997783 2811.155040436371 100 GTEX 1 100 100 1.0 0.001 25 1303 -3 2597.418097228778 2612.242265476473 100 GTEX 1 100 100 1.0 0.001 25 1303 -4 2545.6621462269018 2547.739433259565 100 GTEX 1 100 100 1.0 0.001 25 1303 -5 2514.940197512783 2525.5494008807627 100 GTEX 1 100 100 1.0 0.001 25 1303 -6 2491.5619307167744 2507.680320594701 100 GTEX 1 100 100 1.0 0.001 25 1303 -7 2473.758996634898 2471.5719054479564 100 GTEX 1 100 100 1.0 0.001 25 1303 -8 2460.1403579848916 2472.4190167909337 100 GTEX 1 100 100 1.0 0.001 25 1303 -9 2449.458456843509 2463.408412918845 100 GTEX 1 100 100 1.0 0.001 25 1303 -10 2437.7759717451904 2435.2809223131535 100 GTEX 1 100 100 1.0 0.001 25 1303 -11 2427.260012009233 2440.300638293132 100 GTEX 1 100 100 1.0 0.001 25 1303 -12 2420.049920400924 2427.665734352721 100 GTEX 1 100 100 1.0 0.001 25 1303 -13 2410.8496925947948 2424.970833085789 100 GTEX 1 100 100 1.0 0.001 25 1303 -14 2406.3079884658964 2414.6236957506535 100 GTEX 1 100 100 1.0 0.001 25 1303 -15 2400.3094754878375 2404.841592650903 100 GTEX 1 100 100 1.0 0.001 25 1303 -16 2393.945153203851 2396.300091529527 100 GTEX 1 100 100 1.0 0.001 25 1303 -17 2389.553835857452 2394.2826869950095 100 GTEX 1 100 100 1.0 0.001 25 1303 -18 2386.1117447655342 2397.8711215987405 100 GTEX 1 100 100 1.0 0.001 25 1303 -19 2381.7077105215817 2395.089785267645 100 GTEX 1 100 100 1.0 0.001 25 1303 -20 2375.1143221034663 2378.750679509268 100 GTEX 1 100 100 1.0 0.001 25 1303 -21 2371.667273773164 2378.514595524893 100 GTEX 1 100 100 1.0 0.001 25 1303 -22 2367.865027524683 2375.59986372683 100 GTEX 1 100 100 1.0 0.001 25 1303 -23 2365.025918233857 2372.2715707060956 100 GTEX 1 100 100 1.0 0.001 25 1303 -24 2362.3309017353454 2368.8602197451282 100 GTEX 1 100 100 1.0 0.001 25 1303 -25 2359.1803640379903 2365.7315260738474 100 GTEX 1 100 100 1.0 0.001 25 1303 -26 2356.4349452786655 2364.0409868479683 100 GTEX 1 100 100 1.0 0.001 25 1303 -27 2353.223079002431 2358.5435285096837 100 GTEX 1 100 100 1.0 0.001 25 1303 -28 2349.6352736603135 2356.878126485266 100 GTEX 1 100 100 1.0 0.001 25 1303 -29 2346.4903596817812 2357.0402785616684 100 GTEX 1 100 100 1.0 0.001 25 1303 -30 2345.200322140808 2354.389252985385 100 GTEX 1 100 100 1.0 0.001 25 1303 -31 2342.198802908912 2351.6449703318085 100 GTEX 1 100 100 1.0 0.001 25 1303 -32 2340.3564668975537 2351.464323906844 100 GTEX 1 100 100 1.0 0.001 25 1303 -33 2337.7308326012812 2344.073016612702 100 GTEX 1 100 100 1.0 0.001 25 1303 -34 2335.7770194842115 2345.7459470799668 100 GTEX 1 100 100 1.0 0.001 25 1303 -35 2333.6302101213428 2340.047173909815 100 GTEX 1 100 100 1.0 0.001 25 1303 -36 2331.792421696543 2340.82450744861 100 GTEX 1 100 100 1.0 0.001 25 1303 -37 2329.95236312755 2337.6362481062856 100 GTEX 1 100 100 1.0 0.001 25 1303 -38 2329.1631911807544 2333.8732204654825 100 GTEX 1 100 100 1.0 0.001 25 1303 -39 2327.4160701678775 2335.9883935732532 100 GTEX 1 100 100 1.0 0.001 25 1303 -40 2325.9933083496867 2333.335691502792 100 GTEX 1 100 100 1.0 0.001 25 1303 -41 2324.0160535806535 2331.8962365212096 100 GTEX 1 100 100 1.0 0.001 25 1303 -42 2322.1497685783097 2329.3286039983363 100 GTEX 1 100 100 1.0 0.001 25 1303 -43 2321.2220164607565 2330.8394306603495 100 GTEX 1 100 100 1.0 0.001 25 1303 -44 2319.653420810653 2329.938656651022 100 GTEX 1 100 100 1.0 0.001 25 1303 -45 2318.701680451874 2327.433936289508 100 GTEX 1 100 100 1.0 0.001 25 1303 -46 2316.7934893701477 2325.9770814148646 100 GTEX 1 100 100 1.0 0.001 25 1303 -47 2316.1069709356348 2324.0022149031606 100 GTEX 1 100 100 1.0 0.001 25 1303 -48 2314.135553311833 2323.6794294350047 100 GTEX 1 100 100 1.0 0.001 25 1303 -49 2314.038299492852 2320.571665948788 100 GTEX 1 100 100 1.0 0.001 25 1303 -50 2312.6991307593153 2321.7288655908387 100 GTEX 1 100 100 1.0 0.001 25 1303 -51 2311.5877586647616 2322.6531625029706 100 GTEX 1 100 100 1.0 0.001 25 1303 -52 2310.8228796256485 2319.341056098503 100 GTEX 1 100 100 1.0 0.001 25 1303 -53 2309.7854532056667 2318.364366422588 100 GTEX 1 100 100 1.0 0.001 25 1303 -54 2308.8351707019283 2317.6708845131297 100 GTEX 1 100 100 1.0 0.001 25 1303 -55 2308.594829046375 2317.165914441243 100 GTEX 1 100 100 1.0 0.001 25 1303 -56 2307.2256858425153 2315.9127155492515 100 GTEX 1 100 100 1.0 0.001 25 1303 -57 2306.509249363125 2313.7608285185956 100 GTEX 1 100 100 1.0 0.001 25 1303 -58 2305.4969793045498 2314.3710770407556 100 GTEX 1 100 100 1.0 0.001 25 1303 -59 2305.272195469707 2313.275266233959 100 GTEX 1 100 100 1.0 0.001 25 1303 -60 2303.856045150878 2311.384065693322 100 GTEX 1 100 100 1.0 0.001 25 1303 -61 2303.2066213145004 2311.346348287488 100 GTEX 1 100 100 1.0 0.001 25 1303 -62 2303.1055422990717 2311.8670909576995 100 GTEX 1 100 100 1.0 0.001 25 1303 -63 2302.2802770479034 2309.9466798731582 100 GTEX 1 100 100 1.0 0.001 25 1303 -64 2301.2050908645656 2312.7606270793726 100 GTEX 1 100 100 1.0 0.001 25 1303 -65 2300.568702363308 2311.1999131119296 100 GTEX 1 100 100 1.0 0.001 25 1303 -66 2299.9860849643414 2308.36543395764 100 GTEX 1 100 100 1.0 0.001 25 1303 -67 2299.42992586398 2308.667077590304 100 GTEX 1 100 100 1.0 0.001 25 1303 -68 2298.8130082931993 2308.5707868568797 100 GTEX 1 100 100 1.0 0.001 25 1303 -69 2298.1142661680046 2307.311414827412 100 GTEX 1 100 100 1.0 0.001 25 1303 -70 2298.008305165311 2306.715487984197 100 GTEX 1 100 100 1.0 0.001 25 1303 -71 2297.284581086975 2306.3011414270436 100 GTEX 1 100 100 1.0 0.001 25 1303 -72 2296.664393212937 2305.812152819035 100 GTEX 1 100 100 1.0 0.001 25 1303 -73 2296.1573421727694 2304.5355470606582 100 GTEX 1 100 100 1.0 0.001 25 1303 -74 2295.6299771729678 2303.7584381683696 100 GTEX 1 100 100 1.0 0.001 25 1303 -75 2295.7256910776 2308.8115717086503 100 GTEX 1 100 100 1.0 0.001 25 1303 -76 2295.0062538631314 2302.3204303930015 100 GTEX 1 100 100 1.0 0.001 25 1303 -77 2294.2022774836273 2303.111717079076 100 GTEX 1 100 100 1.0 0.001 25 1303 -78 2294.1279562497525 2301.626707127792 100 GTEX 1 100 100 1.0 0.001 25 1303 -79 2293.798579419794 2302.014058972493 100 GTEX 1 100 100 1.0 0.001 25 1303 -80 2292.895460619372 2304.965884364603 100 GTEX 1 100 100 1.0 0.001 25 1303 -81 2292.910895273755 2300.870430021685 100 GTEX 1 100 100 1.0 0.001 25 1303 -82 2292.1614996810467 2300.7056044661954 100 GTEX 1 100 100 1.0 0.001 25 1303 -83 2291.6675763765334 2299.450887817847 100 GTEX 1 100 100 1.0 0.001 25 1303 -84 2291.1783557511867 2298.5103801538735 100 GTEX 1 100 100 1.0 0.001 25 1303 -85 2291.113886895144 2299.553469581749 100 GTEX 1 100 100 1.0 0.001 25 1303 -86 2291.0392861902696 2300.7912792597435 100 GTEX 1 100 100 1.0 0.001 25 1303 -87 2290.509389627291 2298.1395249747507 100 GTEX 1 100 100 1.0 0.001 25 1303 -88 2289.969976995542 2298.8506583442254 100 GTEX 1 100 100 1.0 0.001 25 1303 -89 2289.6085892988885 2298.4610433252137 100 GTEX 1 100 100 1.0 0.001 25 1303 -90 2289.59866950967 2298.195957662488 100 GTEX 1 100 100 1.0 0.001 25 1303 -91 2289.316018982675 2298.1444365642824 100 GTEX 1 100 100 1.0 0.001 25 1303 -92 2288.936100942955 2298.769640788379 100 GTEX 1 100 100 1.0 0.001 25 1303 -93 2289.1467149766127 2298.9292641991447 100 GTEX 1 100 100 1.0 0.001 25 1303 -94 2288.2760381508215 2296.983208137773 100 GTEX 1 100 100 1.0 0.001 25 1303 -95 2288.0120818792007 2297.743730320223 100 GTEX 1 100 100 1.0 0.001 25 1303 -96 2287.62823649441 2297.3181245172887 100 GTEX 1 100 100 1.0 0.001 25 1303 -97 2288.1727250436547 2296.554801679836 100 GTEX 1 100 100 1.0 0.001 25 1303 -98 2287.544639257792 2298.4456318322245 100 GTEX 1 100 100 1.0 0.001 25 1303 -99 2287.1342441796173 2296.2102886243465 100 GTEX 1 100 100 1.0 0.001 25 1303 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 5d384be2a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4235.674607817369 3893.2109523526615 100 GTEX 1 50 100 0.5 0.001 25 8690 -1 3008.4852732167496 3287.836582662488 100 GTEX 1 50 100 0.5 0.001 25 8690 -2 2693.9200616491826 2612.7222812202945 100 GTEX 1 50 100 0.5 0.001 25 8690 -3 2594.3227354931932 2583.8087320654113 100 GTEX 1 50 100 0.5 0.001 25 8690 -4 2545.433307058194 2596.8450096913616 100 GTEX 1 50 100 0.5 0.001 25 8690 -5 2512.2590037009727 2509.213421607652 100 GTEX 1 50 100 0.5 0.001 25 8690 -6 2490.751351915494 2473.869451602602 100 GTEX 1 50 100 0.5 0.001 25 8690 -7 2472.911129485771 2488.2583017095412 100 GTEX 1 50 100 0.5 0.001 25 8690 -8 2459.5108916324057 2429.5598181662904 100 GTEX 1 50 100 0.5 0.001 25 8690 -9 2447.473949780116 2424.3865470161004 100 GTEX 1 50 100 0.5 0.001 25 8690 -10 2439.987999819067 2407.480556937678 100 GTEX 1 50 100 0.5 0.001 25 8690 -11 2427.99268055214 2403.2978951921937 100 GTEX 1 50 100 0.5 0.001 25 8690 -12 2420.4365779803775 2407.3697978552755 100 GTEX 1 50 100 0.5 0.001 25 8690 -13 2413.6800211528366 2387.539328919617 100 GTEX 1 50 100 0.5 0.001 25 8690 -14 2406.8549808813677 2372.4802543146984 100 GTEX 1 50 100 0.5 0.001 25 8690 -15 2402.60248181182 2378.1784816495365 100 GTEX 1 50 100 0.5 0.001 25 8690 -16 2395.1756861932404 2369.840766471602 100 GTEX 1 50 100 0.5 0.001 25 8690 -17 2390.650176682819 2360.0441885248338 100 GTEX 1 50 100 0.5 0.001 25 8690 -18 2386.505317479262 2356.3439746465065 100 GTEX 1 50 100 0.5 0.001 25 8690 -19 2381.935451328257 2356.3330347329493 100 GTEX 1 50 100 0.5 0.001 25 8690 -20 2377.696504706728 2349.8544309202707 100 GTEX 1 50 100 0.5 0.001 25 8690 -21 2373.4608960577284 2351.83930069956 100 GTEX 1 50 100 0.5 0.001 25 8690 -22 2369.0815538773254 2344.839448297885 100 GTEX 1 50 100 0.5 0.001 25 8690 -23 2368.325811402025 2340.2762065930965 100 GTEX 1 50 100 0.5 0.001 25 8690 -24 2362.957377436094 2336.6989179836028 100 GTEX 1 50 100 0.5 0.001 25 8690 -25 2360.162598043079 2338.4089968141043 100 GTEX 1 50 100 0.5 0.001 25 8690 -26 2357.844659254268 2330.707352438807 100 GTEX 1 50 100 0.5 0.001 25 8690 -27 2353.8492926910585 2328.997802734375 100 GTEX 1 50 100 0.5 0.001 25 8690 -28 2351.084331695792 2330.164850619356 100 GTEX 1 50 100 0.5 0.001 25 8690 -29 2348.599678952628 2323.9828377495246 100 GTEX 1 50 100 0.5 0.001 25 8690 -30 2346.8365057001047 2320.234499391041 100 GTEX 1 50 100 0.5 0.001 25 8690 -31 2345.354555343768 2320.6730279378567 100 GTEX 1 50 100 0.5 0.001 25 8690 -32 2343.0149585195613 2319.699951171875 100 GTEX 1 50 100 0.5 0.001 25 8690 -33 2340.824748421944 2323.6214567119177 100 GTEX 1 50 100 0.5 0.001 25 8690 -34 2338.726200686018 2316.7085768550974 100 GTEX 1 50 100 0.5 0.001 25 8690 -35 2336.813455699527 2312.358543250951 100 GTEX 1 50 100 0.5 0.001 25 8690 -36 2334.64106428292 2313.7760404289447 100 GTEX 1 50 100 0.5 0.001 25 8690 -37 2333.0736077150395 2309.546256757961 100 GTEX 1 50 100 0.5 0.001 25 8690 -38 2331.8834370739723 2307.903818804955 100 GTEX 1 50 100 0.5 0.001 25 8690 -39 2329.894229807118 2304.3699241028994 100 GTEX 1 50 100 0.5 0.001 25 8690 -40 2328.4225971322257 2305.2749171964115 100 GTEX 1 50 100 0.5 0.001 25 8690 -41 2327.2360608777944 2301.7034517585553 100 GTEX 1 50 100 0.5 0.001 25 8690 -42 2325.5088470610494 2301.8309265832936 100 GTEX 1 50 100 0.5 0.001 25 8690 -43 2324.5127893635045 2298.9430326164447 100 GTEX 1 50 100 0.5 0.001 25 8690 -44 2323.2213230570255 2300.940759230929 100 GTEX 1 50 100 0.5 0.001 25 8690 -45 2321.299827639349 2297.619484092799 100 GTEX 1 50 100 0.5 0.001 25 8690 -46 2320.507965555309 2296.9640593438094 100 GTEX 1 50 100 0.5 0.001 25 8690 -47 2319.27815993323 2295.845392147398 100 GTEX 1 50 100 0.5 0.001 25 8690 -48 2318.36325244414 2294.582779452828 100 GTEX 1 50 100 0.5 0.001 25 8690 -49 2317.1913436095037 2295.6673783567016 100 GTEX 1 50 100 0.5 0.001 25 8690 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index 0bbab1b0b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4234.652745226841 3772.540682368405 100 GTEX 1 50 100 0.0 0.001 25 784 -1 3008.5295534457277 3109.899712044023 100 GTEX 1 50 100 0.0 0.001 25 784 -2 2692.3338497327477 2690.723191874109 100 GTEX 1 50 100 0.0 0.001 25 784 -3 2593.0828980562414 2632.934603730989 100 GTEX 1 50 100 0.0 0.001 25 784 -4 2546.9115159278613 2670.617752829432 100 GTEX 1 50 100 0.0 0.001 25 784 -5 2516.7209046112894 2538.95635731048 100 GTEX 1 50 100 0.0 0.001 25 784 -6 2491.4386195860457 2492.2041851087215 100 GTEX 1 50 100 0.0 0.001 25 784 -7 2477.2017129970804 2468.0077428781487 100 GTEX 1 50 100 0.0 0.001 25 784 -8 2459.5544413478647 2451.9031968497507 100 GTEX 1 50 100 0.0 0.001 25 784 -9 2448.06768136706 2438.824200184173 100 GTEX 1 50 100 0.0 0.001 25 784 -10 2437.6283561792775 2463.9817739276377 100 GTEX 1 50 100 0.0 0.001 25 784 -11 2427.9201467773332 2443.8350918265805 100 GTEX 1 50 100 0.0 0.001 25 784 -12 2421.5559451323925 2418.3766625698076 100 GTEX 1 50 100 0.0 0.001 25 784 -13 2412.0866670851296 2413.2010456273765 100 GTEX 1 50 100 0.0 0.001 25 784 -14 2405.153389193836 2407.509240212096 100 GTEX 1 50 100 0.0 0.001 25 784 -15 2400.71296842919 2410.597068641576 100 GTEX 1 50 100 0.0 0.001 25 784 -16 2393.8581492423104 2395.6593969076757 100 GTEX 1 50 100 0.0 0.001 25 784 -17 2389.326441082139 2405.1247818515326 100 GTEX 1 50 100 0.0 0.001 25 784 -18 2383.7582102632828 2380.2716821010576 100 GTEX 1 50 100 0.0 0.001 25 784 -19 2380.2068674150587 2380.561077857652 100 GTEX 1 50 100 0.0 0.001 25 784 -20 2376.5028851248085 2376.9725624925736 100 GTEX 1 50 100 0.0 0.001 25 784 -21 2371.0183670754745 2379.035745715007 100 GTEX 1 50 100 0.0 0.001 25 784 -22 2368.677399767985 2372.8435884773053 100 GTEX 1 50 100 0.0 0.001 25 784 -23 2364.396353446305 2378.256005116742 100 GTEX 1 50 100 0.0 0.001 25 784 -24 2360.861006438071 2363.262040867098 100 GTEX 1 50 100 0.0 0.001 25 784 -25 2358.2206671499107 2359.4367258050142 100 GTEX 1 50 100 0.0 0.001 25 784 -26 2355.5813590960706 2355.345490546281 100 GTEX 1 50 100 0.0 0.001 25 784 -27 2352.227783383645 2351.0072165369534 100 GTEX 1 50 100 0.0 0.001 25 784 -28 2348.951806790199 2350.8016742662785 100 GTEX 1 50 100 0.0 0.001 25 784 -29 2346.2076930369144 2350.197164441243 100 GTEX 1 50 100 0.0 0.001 25 784 -30 2344.4356633878706 2353.5398088462453 100 GTEX 1 50 100 0.0 0.001 25 784 -31 2342.5791504834638 2343.0385361588046 100 GTEX 1 50 100 0.0 0.001 25 784 -32 2340.3310357070945 2341.1042981746077 100 GTEX 1 50 100 0.0 0.001 25 784 -33 2337.618116095714 2338.3451888515924 100 GTEX 1 50 100 0.0 0.001 25 784 -34 2336.215771262593 2336.446678016576 100 GTEX 1 50 100 0.0 0.001 25 784 -35 2333.92678166695 2338.766858699204 100 GTEX 1 50 100 0.0 0.001 25 784 -36 2332.4676903466484 2336.8948691480514 100 GTEX 1 50 100 0.0 0.001 25 784 -37 2330.9309937696817 2331.771049006357 100 GTEX 1 50 100 0.0 0.001 25 784 -38 2329.500161565545 2333.4632628698314 100 GTEX 1 50 100 0.0 0.001 25 784 -39 2327.076286066897 2330.8619027373456 100 GTEX 1 50 100 0.0 0.001 25 784 -40 2325.53808428703 2332.0318246123456 100 GTEX 1 50 100 0.0 0.001 25 784 -41 2323.815917710864 2327.7473896447245 100 GTEX 1 50 100 0.0 0.001 25 784 -42 2323.1590029324725 2332.545728560183 100 GTEX 1 50 100 0.0 0.001 25 784 -43 2320.8500022126614 2323.7962929613236 100 GTEX 1 50 100 0.0 0.001 25 784 -44 2319.933052937383 2320.9614434187856 100 GTEX 1 50 100 0.0 0.001 25 784 -45 2318.782863386055 2323.9746446500712 100 GTEX 1 50 100 0.0 0.001 25 784 -46 2318.2125582873814 2321.425385797885 100 GTEX 1 50 100 0.0 0.001 25 784 -47 2316.6942249691774 2323.2381410780063 100 GTEX 1 50 100 0.0 0.001 25 784 -48 2315.1174304543497 2318.998923182034 100 GTEX 1 50 100 0.0 0.001 25 784 -49 2314.5277243380788 2320.7912393432152 100 GTEX 1 50 100 0.0 0.001 25 784 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index b2e49fe0b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4240.559228665199 3976.0188062544557 100 GTEX 1 50 100 1.0 0.001 25 4346 -1 3001.987963199263 2907.540607176806 100 GTEX 1 50 100 1.0 0.001 25 4346 -2 2695.5907859878807 2666.4747838937737 100 GTEX 1 50 100 1.0 0.001 25 4346 -3 2593.6471751225063 2682.3713768788616 100 GTEX 1 50 100 1.0 0.001 25 4346 -4 2546.243240267797 2540.7266432613474 100 GTEX 1 50 100 1.0 0.001 25 4346 -5 2516.628944081868 2531.8930394858007 100 GTEX 1 50 100 1.0 0.001 25 4346 -6 2492.4942768661454 2488.5363518892586 100 GTEX 1 50 100 1.0 0.001 25 4346 -7 2471.61317463995 2470.7924730424193 100 GTEX 1 50 100 1.0 0.001 25 4346 -8 2459.9953006733504 2459.816642036003 100 GTEX 1 50 100 1.0 0.001 25 4346 -9 2445.852504944189 2465.688118242039 100 GTEX 1 50 100 1.0 0.001 25 4346 -10 2438.232132191717 2434.540037205917 100 GTEX 1 50 100 1.0 0.001 25 4346 -11 2428.9460001270863 2441.678363756535 100 GTEX 1 50 100 1.0 0.001 25 4346 -12 2419.839139463482 2436.5488847507722 100 GTEX 1 50 100 1.0 0.001 25 4346 -13 2410.316300336242 2426.3006754247863 100 GTEX 1 50 100 1.0 0.001 25 4346 -14 2404.7815816413263 2416.719283767526 100 GTEX 1 50 100 1.0 0.001 25 4346 -15 2398.289388519413 2415.125957996673 100 GTEX 1 50 100 1.0 0.001 25 4346 -16 2393.0432585364374 2412.9794012149478 100 GTEX 1 50 100 1.0 0.001 25 4346 -17 2386.4335334046887 2397.627706897576 100 GTEX 1 50 100 1.0 0.001 25 4346 -18 2384.5873358349645 2399.748328147279 100 GTEX 1 50 100 1.0 0.001 25 4346 -19 2379.6496121704836 2389.0542038602066 100 GTEX 1 50 100 1.0 0.001 25 4346 -20 2374.9551352725257 2385.6602964219937 100 GTEX 1 50 100 1.0 0.001 25 4346 -21 2371.0790171822186 2380.730569933757 100 GTEX 1 50 100 1.0 0.001 25 4346 -22 2367.3642827242825 2380.742346237821 100 GTEX 1 50 100 1.0 0.001 25 4346 -23 2363.212057885492 2381.608278687916 100 GTEX 1 50 100 1.0 0.001 25 4346 -24 2360.5557380499777 2378.088356627258 100 GTEX 1 50 100 1.0 0.001 25 4346 -25 2356.8245768504244 2368.9992815024953 100 GTEX 1 50 100 1.0 0.001 25 4346 -26 2353.34247305195 2366.5696664092206 100 GTEX 1 50 100 1.0 0.001 25 4346 -27 2352.4170390453764 2369.561714665518 100 GTEX 1 50 100 1.0 0.001 25 4346 -28 2347.871507553789 2359.351543934173 100 GTEX 1 50 100 1.0 0.001 25 4346 -29 2346.1802681302074 2358.041990330917 100 GTEX 1 50 100 1.0 0.001 25 4346 -30 2344.313744944404 2357.6740601978377 100 GTEX 1 50 100 1.0 0.001 25 4346 -31 2341.5473296013456 2355.700471943322 100 GTEX 1 50 100 1.0 0.001 25 4346 -32 2340.1414929925168 2356.1907555177636 100 GTEX 1 50 100 1.0 0.001 25 4346 -33 2337.2405361273454 2350.190485384981 100 GTEX 1 50 100 1.0 0.001 25 4346 -34 2335.6417144391785 2352.373355067728 100 GTEX 1 50 100 1.0 0.001 25 4346 -35 2334.4933178656784 2345.8282438212927 100 GTEX 1 50 100 1.0 0.001 25 4346 -36 2332.4344413437384 2345.2856380332105 100 GTEX 1 50 100 1.0 0.001 25 4346 -37 2330.5964586018786 2344.0285393892586 100 GTEX 1 50 100 1.0 0.001 25 4346 -38 2328.6294668682576 2343.10125987702 100 GTEX 1 50 100 1.0 0.001 25 4346 -39 2328.024866574969 2341.9171954833055 100 GTEX 1 50 100 1.0 0.001 25 4346 -40 2325.2544199330155 2340.9301897056203 100 GTEX 1 50 100 1.0 0.001 25 4346 -41 2323.617297565722 2339.9759916008197 100 GTEX 1 50 100 1.0 0.001 25 4346 -42 2322.1732784411065 2337.5180097804778 100 GTEX 1 50 100 1.0 0.001 25 4346 -43 2321.2148252080005 2337.1519724334603 100 GTEX 1 50 100 1.0 0.001 25 4346 -44 2320.56058357217 2335.9791208709603 100 GTEX 1 50 100 1.0 0.001 25 4346 -45 2319.006889551988 2336.2227936371196 100 GTEX 1 50 100 1.0 0.001 25 4346 -46 2317.616481743532 2334.098112969344 100 GTEX 1 50 100 1.0 0.001 25 4346 -47 2315.4703955960094 2331.887540287845 100 GTEX 1 50 100 1.0 0.001 25 4346 -48 2315.272350871778 2329.1937074842563 100 GTEX 1 50 100 1.0 0.001 25 4346 -49 2314.3686563925594 2328.289094990197 100 GTEX 1 50 100 1.0 0.001 25 4346 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index d8826f7c3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4573.461972061049 4756.571615821055 150 GTEX 1 100 100 0.5 0.001 25 7708 -1 3378.676967602717 3302.710109464116 150 GTEX 1 100 100 0.5 0.001 25 7708 -2 2918.690511875751 3241.5893164805134 150 GTEX 1 100 100 0.5 0.001 25 7708 -3 2727.0757174541745 2655.254572763189 150 GTEX 1 100 100 0.5 0.001 25 7708 -4 2632.966568903824 2679.0265630569747 150 GTEX 1 100 100 0.5 0.001 25 7708 -5 2583.8507985644624 2557.1543674251425 150 GTEX 1 100 100 0.5 0.001 25 7708 -6 2551.5468339445574 2514.5533029534517 150 GTEX 1 100 100 0.5 0.001 25 7708 -7 2523.006210254618 2516.40325161894 150 GTEX 1 100 100 0.5 0.001 25 7708 -8 2507.5206166145804 2485.6729188636227 150 GTEX 1 100 100 0.5 0.001 25 7708 -9 2493.4886677178783 2478.0066224304896 150 GTEX 1 100 100 0.5 0.001 25 7708 -10 2479.719946487635 2452.9578987382665 150 GTEX 1 100 100 0.5 0.001 25 7708 -11 2468.783029954587 2435.1784338425323 150 GTEX 1 100 100 0.5 0.001 25 7708 -12 2459.8601725122876 2466.254250646091 150 GTEX 1 100 100 0.5 0.001 25 7708 -13 2452.3537790039168 2424.3085050981763 150 GTEX 1 100 100 0.5 0.001 25 7708 -14 2441.8348490149997 2423.4761948966257 150 GTEX 1 100 100 0.5 0.001 25 7708 -15 2437.1482933933335 2418.6064573802873 150 GTEX 1 100 100 0.5 0.001 25 7708 -16 2430.7776853199352 2417.3897654022103 150 GTEX 1 100 100 0.5 0.001 25 7708 -17 2421.974115059219 2399.169431737167 150 GTEX 1 100 100 0.5 0.001 25 7708 -18 2418.192752724101 2403.828523236989 150 GTEX 1 100 100 0.5 0.001 25 7708 -19 2412.6858302142887 2396.6137992365734 150 GTEX 1 100 100 0.5 0.001 25 7708 -20 2410.3634025337606 2382.9738815945816 150 GTEX 1 100 100 0.5 0.001 25 7708 -21 2404.5886899940665 2384.3368852854683 150 GTEX 1 100 100 0.5 0.001 25 7708 -22 2401.0653720499913 2379.8664648251843 150 GTEX 1 100 100 0.5 0.001 25 7708 -23 2398.2331302361163 2381.8357128534935 150 GTEX 1 100 100 0.5 0.001 25 7708 -24 2390.411118757716 2374.4541595807095 150 GTEX 1 100 100 0.5 0.001 25 7708 -25 2390.1730461632346 2368.9641280373694 150 GTEX 1 100 100 0.5 0.001 25 7708 -26 2386.580828495737 2367.1767169676805 150 GTEX 1 100 100 0.5 0.001 25 7708 -27 2383.1908537551494 2367.6524240472017 150 GTEX 1 100 100 0.5 0.001 25 7708 -28 2380.27273305875 2362.0459467086503 150 GTEX 1 100 100 0.5 0.001 25 7708 -29 2378.0089361606438 2357.168096390061 150 GTEX 1 100 100 0.5 0.001 25 7708 -30 2375.3762595407484 2355.8244638189162 150 GTEX 1 100 100 0.5 0.001 25 7708 -31 2370.9849719543877 2359.6733389154588 150 GTEX 1 100 100 0.5 0.001 25 7708 -32 2369.4243572038067 2348.8644713195104 150 GTEX 1 100 100 0.5 0.001 25 7708 -33 2367.1831299937035 2349.6395839212514 150 GTEX 1 100 100 0.5 0.001 25 7708 -34 2364.4229502038743 2349.097009695075 150 GTEX 1 100 100 0.5 0.001 25 7708 -35 2363.43766055979 2345.9011578578006 150 GTEX 1 100 100 0.5 0.001 25 7708 -36 2359.6195222446227 2339.114423512506 150 GTEX 1 100 100 0.5 0.001 25 7708 -37 2358.158681606584 2339.017725259179 150 GTEX 1 100 100 0.5 0.001 25 7708 -38 2355.6126956168055 2340.497740074709 150 GTEX 1 100 100 0.5 0.001 25 7708 -39 2353.3792997839537 2334.206793143269 150 GTEX 1 100 100 0.5 0.001 25 7708 -40 2353.4019081806373 2333.202403717621 150 GTEX 1 100 100 0.5 0.001 25 7708 -41 2351.1034708302113 2330.752126251337 150 GTEX 1 100 100 0.5 0.001 25 7708 -42 2348.3242315669313 2329.9347782497625 150 GTEX 1 100 100 0.5 0.001 25 7708 -43 2346.898800603412 2329.9529249532143 150 GTEX 1 100 100 0.5 0.001 25 7708 -44 2344.7363072878156 2325.5865083991803 150 GTEX 1 100 100 0.5 0.001 25 7708 -45 2343.4169213720193 2326.347086743257 150 GTEX 1 100 100 0.5 0.001 25 7708 -46 2342.784541320962 2328.9736606612405 150 GTEX 1 100 100 0.5 0.001 25 7708 -47 2340.9839617635603 2326.668718345265 150 GTEX 1 100 100 0.5 0.001 25 7708 -48 2339.3231821258632 2324.46601989514 150 GTEX 1 100 100 0.5 0.001 25 7708 -49 2337.715424586516 2319.8004419595118 150 GTEX 1 100 100 0.5 0.001 25 7708 -50 2336.0455010868345 2320.384189156072 150 GTEX 1 100 100 0.5 0.001 25 7708 -51 2335.396906199042 2321.2398055043964 150 GTEX 1 100 100 0.5 0.001 25 7708 -52 2334.3651508715307 2315.5548815128923 150 GTEX 1 100 100 0.5 0.001 25 7708 -53 2332.198182074286 2315.423056250743 150 GTEX 1 100 100 0.5 0.001 25 7708 -54 2331.287474309402 2311.8201277700214 150 GTEX 1 100 100 0.5 0.001 25 7708 -55 2329.9975968124472 2311.3736753282437 150 GTEX 1 100 100 0.5 0.001 25 7708 -56 2329.157730316907 2310.208206466849 150 GTEX 1 100 100 0.5 0.001 25 7708 -57 2328.1906398129686 2309.8672937893593 150 GTEX 1 100 100 0.5 0.001 25 7708 -58 2327.3748126458604 2309.6635644716907 150 GTEX 1 100 100 0.5 0.001 25 7708 -59 2325.8067408652673 2309.3048986862823 150 GTEX 1 100 100 0.5 0.001 25 7708 -60 2324.70365144837 2308.379977034072 150 GTEX 1 100 100 0.5 0.001 25 7708 -61 2324.01352562788 2305.1893408017468 150 GTEX 1 100 100 0.5 0.001 25 7708 -62 2323.0050198788804 2306.502901374614 150 GTEX 1 100 100 0.5 0.001 25 7708 -63 2321.8490655451174 2302.9108478270555 150 GTEX 1 100 100 0.5 0.001 25 7708 -64 2321.2447651473954 2303.7954440388844 150 GTEX 1 100 100 0.5 0.001 25 7708 -65 2320.420626960965 2305.619478987197 150 GTEX 1 100 100 0.5 0.001 25 7708 -66 2319.7665213857595 2301.0258492009266 150 GTEX 1 100 100 0.5 0.001 25 7708 -67 2318.3560887593912 2301.8804555682627 150 GTEX 1 100 100 0.5 0.001 25 7708 -68 2317.6839002474467 2302.050885682777 150 GTEX 1 100 100 0.5 0.001 25 7708 -69 2317.073660994276 2299.3542447978552 150 GTEX 1 100 100 0.5 0.001 25 7708 -70 2316.775521424752 2299.324060476325 150 GTEX 1 100 100 0.5 0.001 25 7708 -71 2315.916689842017 2298.1915394598086 150 GTEX 1 100 100 0.5 0.001 25 7708 -72 2314.8279016449824 2297.5944415770555 150 GTEX 1 100 100 0.5 0.001 25 7708 -73 2314.4856953502544 2299.6278433564044 150 GTEX 1 100 100 0.5 0.001 25 7708 -74 2313.4901588917837 2295.113294246079 150 GTEX 1 100 100 0.5 0.001 25 7708 -75 2312.3372983125596 2295.780588592413 150 GTEX 1 100 100 0.5 0.001 25 7708 -76 2312.413135580545 2297.477337623277 150 GTEX 1 100 100 0.5 0.001 25 7708 -77 2311.33977218665 2294.2895725960966 150 GTEX 1 100 100 0.5 0.001 25 7708 -78 2310.879276832104 2293.7466706830737 150 GTEX 1 100 100 0.5 0.001 25 7708 -79 2309.88943098807 2293.936068574739 150 GTEX 1 100 100 0.5 0.001 25 7708 -80 2309.591997561843 2291.8906964784337 150 GTEX 1 100 100 0.5 0.001 25 7708 -81 2308.8055371826144 2292.0118022962215 150 GTEX 1 100 100 0.5 0.001 25 7708 -82 2308.598918756437 2291.168266731523 150 GTEX 1 100 100 0.5 0.001 25 7708 -83 2308.518940175412 2291.7310893127674 150 GTEX 1 100 100 0.5 0.001 25 7708 -84 2307.13257083508 2291.275556325006 150 GTEX 1 100 100 0.5 0.001 25 7708 -85 2306.4976843131485 2289.8652910007722 150 GTEX 1 100 100 0.5 0.001 25 7708 -86 2306.2772953190192 2290.2764293830205 150 GTEX 1 100 100 0.5 0.001 25 7708 -87 2305.7046993421227 2287.778027436579 150 GTEX 1 100 100 0.5 0.001 25 7708 -88 2305.208727649541 2289.4242704558283 150 GTEX 1 100 100 0.5 0.001 25 7708 -89 2304.4962291401216 2290.1383414032794 150 GTEX 1 100 100 0.5 0.001 25 7708 -90 2304.4367292304846 2286.2204585202294 150 GTEX 1 100 100 0.5 0.001 25 7708 -91 2304.0127082583745 2287.14225507961 150 GTEX 1 100 100 0.5 0.001 25 7708 -92 2303.0405309283647 2286.2363100233188 150 GTEX 1 100 100 0.5 0.001 25 7708 -93 2302.6318080600295 2288.3719714494714 150 GTEX 1 100 100 0.5 0.001 25 7708 -94 2302.2255245606448 2285.554535724364 150 GTEX 1 100 100 0.5 0.001 25 7708 -95 2301.9628169211965 2284.8641055727185 150 GTEX 1 100 100 0.5 0.001 25 7708 -96 2301.323010580132 2284.364156628743 150 GTEX 1 100 100 0.5 0.001 25 7708 -97 2300.9795301740996 2284.1757645407556 150 GTEX 1 100 100 0.5 0.001 25 7708 -98 2300.578916400391 2287.521919743643 150 GTEX 1 100 100 0.5 0.001 25 7708 -99 2300.0608918748185 2286.2964173523646 150 GTEX 1 100 100 0.5 0.001 25 7708 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index 8d16e2c0e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4560.701748456398 4782.28008777923 150 GTEX 1 100 100 0.0 0.001 25 3914 -1 3339.4637239060685 3379.8665720428353 150 GTEX 1 100 100 0.0 0.001 25 3914 -2 2878.493045718639 3090.2307407393655 150 GTEX 1 100 100 0.0 0.001 25 3914 -3 2700.3145984953076 2747.5986964004574 150 GTEX 1 100 100 0.0 0.001 25 3914 -4 2625.9269949902045 2639.215069324798 150 GTEX 1 100 100 0.0 0.001 25 3914 -5 2575.0081908960483 2610.9463716804303 150 GTEX 1 100 100 0.0 0.001 25 3914 -6 2548.5632546774323 2524.5191060925617 150 GTEX 1 100 100 0.0 0.001 25 3914 -7 2524.0583749337748 2550.2727798055785 150 GTEX 1 100 100 0.0 0.001 25 3914 -8 2507.8433822804295 2489.9303493717325 150 GTEX 1 100 100 0.0 0.001 25 3914 -9 2491.914112813548 2499.051268138813 150 GTEX 1 100 100 0.0 0.001 25 3914 -10 2480.6866692204253 2451.9459114799934 150 GTEX 1 100 100 0.0 0.001 25 3914 -11 2471.481200991355 2454.139946883169 150 GTEX 1 100 100 0.0 0.001 25 3914 -12 2460.4838455859417 2442.520589037993 150 GTEX 1 100 100 0.0 0.001 25 3914 -13 2451.513565574413 2448.3177218709156 150 GTEX 1 100 100 0.0 0.001 25 3914 -14 2445.3242442291316 2423.8700371223713 150 GTEX 1 100 100 0.0 0.001 25 3914 -15 2437.680374817623 2406.2250138779555 150 GTEX 1 100 100 0.0 0.001 25 3914 -16 2429.686311558407 2410.601996940352 150 GTEX 1 100 100 0.0 0.001 25 3914 -17 2425.3076336922004 2408.545852951224 150 GTEX 1 100 100 0.0 0.001 25 3914 -18 2419.1426415391543 2405.991657909785 150 GTEX 1 100 100 0.0 0.001 25 3914 -19 2415.111424187515 2414.025631980751 150 GTEX 1 100 100 0.0 0.001 25 3914 -20 2412.4699023117723 2403.313003598057 150 GTEX 1 100 100 0.0 0.001 25 3914 -21 2407.6954131786733 2397.5400513623604 150 GTEX 1 100 100 0.0 0.001 25 3914 -22 2403.1493496168023 2380.8816136117216 150 GTEX 1 100 100 0.0 0.001 25 3914 -23 2397.5475383858075 2379.231201403948 150 GTEX 1 100 100 0.0 0.001 25 3914 -24 2395.8073357307785 2376.70883306351 150 GTEX 1 100 100 0.0 0.001 25 3914 -25 2391.7814261618896 2372.7388103760695 150 GTEX 1 100 100 0.0 0.001 25 3914 -26 2388.4158911950312 2364.3261663052517 150 GTEX 1 100 100 0.0 0.001 25 3914 -27 2385.252614370354 2362.7538345394933 150 GTEX 1 100 100 0.0 0.001 25 3914 -28 2382.869370195069 2372.833016167122 150 GTEX 1 100 100 0.0 0.001 25 3914 -29 2377.606642002111 2359.601529081511 150 GTEX 1 100 100 0.0 0.001 25 3914 -30 2375.42179095497 2358.602967468958 150 GTEX 1 100 100 0.0 0.001 25 3914 -31 2373.9629244854245 2354.237149662845 150 GTEX 1 100 100 0.0 0.001 25 3914 -32 2370.9826923199917 2350.875770713893 150 GTEX 1 100 100 0.0 0.001 25 3914 -33 2367.5988285737217 2351.171311295078 150 GTEX 1 100 100 0.0 0.001 25 3914 -34 2366.4665027560786 2344.201841869282 150 GTEX 1 100 100 0.0 0.001 25 3914 -35 2364.7656497828393 2352.5622066599335 150 GTEX 1 100 100 0.0 0.001 25 3914 -36 2361.748553414575 2346.6793795393446 150 GTEX 1 100 100 0.0 0.001 25 3914 -37 2360.579252812607 2338.674291574456 150 GTEX 1 100 100 0.0 0.001 25 3914 -38 2358.5163959500355 2334.54768632664 150 GTEX 1 100 100 0.0 0.001 25 3914 -39 2355.761488922045 2342.8189511607357 150 GTEX 1 100 100 0.0 0.001 25 3914 -40 2354.2366974950405 2336.408699992945 150 GTEX 1 100 100 0.0 0.001 25 3914 -41 2351.4156286155608 2332.226790859672 150 GTEX 1 100 100 0.0 0.001 25 3914 -42 2351.1904971504637 2332.0700463124554 150 GTEX 1 100 100 0.0 0.001 25 3914 -43 2347.8511250738584 2332.7871172654764 150 GTEX 1 100 100 0.0 0.001 25 3914 -44 2346.7743497715337 2327.088136390135 150 GTEX 1 100 100 0.0 0.001 25 3914 -45 2344.2045632814975 2329.7584230836355 150 GTEX 1 100 100 0.0 0.001 25 3914 -46 2343.4937946710033 2325.7072679642943 150 GTEX 1 100 100 0.0 0.001 25 3914 -47 2342.2668698412494 2329.7797742488265 150 GTEX 1 100 100 0.0 0.001 25 3914 -48 2340.673933651929 2321.8074155162044 150 GTEX 1 100 100 0.0 0.001 25 3914 -49 2339.0684955387796 2319.5255154801866 150 GTEX 1 100 100 0.0 0.001 25 3914 -50 2339.180122811477 2323.7460691502793 150 GTEX 1 100 100 0.0 0.001 25 3914 -51 2336.535798257062 2323.8520057591195 150 GTEX 1 100 100 0.0 0.001 25 3914 -52 2335.6696093430223 2316.0038366281487 150 GTEX 1 100 100 0.0 0.001 25 3914 -53 2334.551413741071 2315.291305483974 150 GTEX 1 100 100 0.0 0.001 25 3914 -54 2333.147228427531 2314.098755346958 150 GTEX 1 100 100 0.0 0.001 25 3914 -55 2332.242858880272 2321.159366738207 150 GTEX 1 100 100 0.0 0.001 25 3914 -56 2331.0072177634315 2314.2142837582433 150 GTEX 1 100 100 0.0 0.001 25 3914 -57 2329.9925809565875 2311.5344045660795 150 GTEX 1 100 100 0.0 0.001 25 3914 -58 2328.751713961574 2310.982455293489 150 GTEX 1 100 100 0.0 0.001 25 3914 -59 2327.055655552264 2310.6585041234703 150 GTEX 1 100 100 0.0 0.001 25 3914 -60 2326.234985338668 2308.572690550365 150 GTEX 1 100 100 0.0 0.001 25 3914 -61 2324.8229236467796 2308.1607828466613 150 GTEX 1 100 100 0.0 0.001 25 3914 -62 2324.551759411393 2308.2356263367396 150 GTEX 1 100 100 0.0 0.001 25 3914 -63 2323.0005161329323 2305.025656348399 150 GTEX 1 100 100 0.0 0.001 25 3914 -64 2322.332335374896 2304.0213202995037 150 GTEX 1 100 100 0.0 0.001 25 3914 -65 2322.084288370953 2302.843846078155 150 GTEX 1 100 100 0.0 0.001 25 3914 -66 2320.3141558856587 2302.884555599082 150 GTEX 1 100 100 0.0 0.001 25 3914 -67 2319.157252402672 2300.778384364603 150 GTEX 1 100 100 0.0 0.001 25 3914 -68 2319.1161959285378 2300.444563833026 150 GTEX 1 100 100 0.0 0.001 25 3914 -69 2317.5588729115366 2301.024895381565 150 GTEX 1 100 100 0.0 0.001 25 3914 -70 2317.0307301535104 2300.0871572748338 150 GTEX 1 100 100 0.0 0.001 25 3914 -71 2316.674449733284 2298.4282706953272 150 GTEX 1 100 100 0.0 0.001 25 3914 -72 2316.1152353549664 2299.402932982934 150 GTEX 1 100 100 0.0 0.001 25 3914 -73 2315.1296825898517 2298.0354068886645 150 GTEX 1 100 100 0.0 0.001 25 3914 -74 2314.432406958877 2296.9340052151406 150 GTEX 1 100 100 0.0 0.001 25 3914 -75 2313.647219040483 2295.9496104889495 150 GTEX 1 100 100 0.0 0.001 25 3914 -76 2313.1330837186492 2295.0735981872326 150 GTEX 1 100 100 0.0 0.001 25 3914 -77 2312.539303339685 2294.8387964052845 150 GTEX 1 100 100 0.0 0.001 25 3914 -78 2311.478747129214 2294.9044036285054 150 GTEX 1 100 100 0.0 0.001 25 3914 -79 2311.108169176894 2291.631705976711 150 GTEX 1 100 100 0.0 0.001 25 3914 -80 2310.4337860555497 2293.502825254723 150 GTEX 1 100 100 0.0 0.001 25 3914 -81 2309.6762526397206 2293.021853602884 150 GTEX 1 100 100 0.0 0.001 25 3914 -82 2309.6417870856494 2292.8578491210938 150 GTEX 1 100 100 0.0 0.001 25 3914 -83 2308.890245108213 2291.2609218118764 150 GTEX 1 100 100 0.0 0.001 25 3914 -84 2308.305708908866 2292.177605806648 150 GTEX 1 100 100 0.0 0.001 25 3914 -85 2307.8726776854796 2290.7222160078272 150 GTEX 1 100 100 0.0 0.001 25 3914 -86 2306.781021770938 2289.180059280686 150 GTEX 1 100 100 0.0 0.001 25 3914 -87 2306.4958788278527 2290.9707567338255 150 GTEX 1 100 100 0.0 0.001 25 3914 -88 2305.5102113808575 2294.0385224665074 150 GTEX 1 100 100 0.0 0.001 25 3914 -89 2305.9296934313766 2287.2699907542183 150 GTEX 1 100 100 0.0 0.001 25 3914 -90 2305.2242069439812 2288.439243331155 150 GTEX 1 100 100 0.0 0.001 25 3914 -91 2304.64722074253 2286.704055844151 150 GTEX 1 100 100 0.0 0.001 25 3914 -92 2303.5922916807644 2285.777208219463 150 GTEX 1 100 100 0.0 0.001 25 3914 -93 2303.7537716851134 2286.207818441065 150 GTEX 1 100 100 0.0 0.001 25 3914 -94 2303.1517332566004 2286.3381677199677 150 GTEX 1 100 100 0.0 0.001 25 3914 -95 2302.5366917287106 2284.948130792538 150 GTEX 1 100 100 0.0 0.001 25 3914 -96 2302.1466881564743 2284.8240066354265 150 GTEX 1 100 100 0.0 0.001 25 3914 -97 2301.6630264174237 2284.5619880473205 150 GTEX 1 100 100 0.0 0.001 25 3914 -98 2301.0257490348877 2283.4744840556677 150 GTEX 1 100 100 0.0 0.001 25 3914 -99 2301.0287131501614 2283.6642100983245 150 GTEX 1 100 100 0.0 0.001 25 3914 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index 472f77b22..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4577.648614487125 4853.778779816718 150 GTEX 1 100 100 1.0 0.001 25 5491 -1 3363.8178959281668 3333.626407753832 150 GTEX 1 100 100 1.0 0.001 25 5491 -2 2896.4873037848993 2866.182137492945 150 GTEX 1 100 100 1.0 0.001 25 5491 -3 2704.5495509793063 2800.13876099097 150 GTEX 1 100 100 1.0 0.001 25 5491 -4 2628.1780107255795 2698.728539760575 150 GTEX 1 100 100 1.0 0.001 25 5491 -5 2576.701035479123 2554.785417564015 150 GTEX 1 100 100 1.0 0.001 25 5491 -6 2542.589154781907 2704.4523545181796 150 GTEX 1 100 100 1.0 0.001 25 5491 -7 2519.9122520117166 2554.624486886956 150 GTEX 1 100 100 1.0 0.001 25 5491 -8 2501.409245448416 2542.5050076676866 150 GTEX 1 100 100 1.0 0.001 25 5491 -9 2490.0302561075646 2491.9327555029113 150 GTEX 1 100 100 1.0 0.001 25 5491 -10 2475.309128218623 2494.7789315923537 150 GTEX 1 100 100 1.0 0.001 25 5491 -11 2466.524829568336 2458.877211654141 150 GTEX 1 100 100 1.0 0.001 25 5491 -12 2457.959464455477 2455.680831154943 150 GTEX 1 100 100 1.0 0.001 25 5491 -13 2446.2212138165387 2458.967596365925 150 GTEX 1 100 100 1.0 0.001 25 5491 -14 2440.2548084124046 2441.811787536389 150 GTEX 1 100 100 1.0 0.001 25 5491 -15 2435.1841287086063 2453.0059714661807 150 GTEX 1 100 100 1.0 0.001 25 5491 -16 2428.2648175591034 2423.9545622270825 150 GTEX 1 100 100 1.0 0.001 25 5491 -17 2421.9808565588855 2431.6906055987106 150 GTEX 1 100 100 1.0 0.001 25 5491 -18 2414.7369033911796 2421.8398715987405 150 GTEX 1 100 100 1.0 0.001 25 5491 -19 2411.057312108426 2412.353959580338 150 GTEX 1 100 100 1.0 0.001 25 5491 -20 2405.0001617460653 2410.6225469901083 150 GTEX 1 100 100 1.0 0.001 25 5491 -21 2401.0675369767187 2406.325179067401 150 GTEX 1 100 100 1.0 0.001 25 5491 -22 2397.273876731343 2408.099759294053 150 GTEX 1 100 100 1.0 0.001 25 5491 -23 2392.921533791105 2401.1659536615525 150 GTEX 1 100 100 1.0 0.001 25 5491 -24 2391.09817351763 2394.0186776861037 150 GTEX 1 100 100 1.0 0.001 25 5491 -25 2386.8867221025175 2391.18927071575 150 GTEX 1 100 100 1.0 0.001 25 5491 -26 2382.9062549256214 2386.660103337393 150 GTEX 1 100 100 1.0 0.001 25 5491 -27 2381.1990647663015 2386.877023210997 150 GTEX 1 100 100 1.0 0.001 25 5491 -28 2375.530362408151 2382.5526666097317 150 GTEX 1 100 100 1.0 0.001 25 5491 -29 2372.3678906776086 2387.772238379649 150 GTEX 1 100 100 1.0 0.001 25 5491 -30 2371.792951832682 2373.2098792478614 150 GTEX 1 100 100 1.0 0.001 25 5491 -31 2369.0742575360464 2377.5833002242753 150 GTEX 1 100 100 1.0 0.001 25 5491 -32 2366.161528847947 2375.174204779215 150 GTEX 1 100 100 1.0 0.001 25 5491 -33 2365.513517427107 2382.1559824200185 150 GTEX 1 100 100 1.0 0.001 25 5491 -34 2361.6871391659843 2369.5296642463018 150 GTEX 1 100 100 1.0 0.001 25 5491 -35 2359.67943299236 2367.5784596490316 150 GTEX 1 100 100 1.0 0.001 25 5491 -36 2357.0610899570133 2363.637975192342 150 GTEX 1 100 100 1.0 0.001 25 5491 -37 2356.255217367938 2363.5569885021832 150 GTEX 1 100 100 1.0 0.001 25 5491 -38 2353.7020148783686 2372.5404593464086 150 GTEX 1 100 100 1.0 0.001 25 5491 -39 2351.4967285620446 2366.9786602063778 150 GTEX 1 100 100 1.0 0.001 25 5491 -40 2348.4744064961264 2363.052091069095 150 GTEX 1 100 100 1.0 0.001 25 5491 -41 2347.4218022503746 2359.596925452635 150 GTEX 1 100 100 1.0 0.001 25 5491 -42 2346.368967660896 2353.24004871673 150 GTEX 1 100 100 1.0 0.001 25 5491 -43 2343.033699890698 2351.7474894360444 150 GTEX 1 100 100 1.0 0.001 25 5491 -44 2342.4396046845704 2356.3883562559413 150 GTEX 1 100 100 1.0 0.001 25 5491 -45 2341.430468945993 2349.06863090022 150 GTEX 1 100 100 1.0 0.001 25 5491 -46 2339.566092454381 2348.2189737182152 150 GTEX 1 100 100 1.0 0.001 25 5491 -47 2338.912555543475 2346.4578226183758 150 GTEX 1 100 100 1.0 0.001 25 5491 -48 2336.749743248752 2345.8410690945816 150 GTEX 1 100 100 1.0 0.001 25 5491 -49 2334.6471667670016 2343.9455775271804 150 GTEX 1 100 100 1.0 0.001 25 5491 -50 2333.511055157884 2340.3203473109256 150 GTEX 1 100 100 1.0 0.001 25 5491 -51 2332.4284404151426 2343.495625427014 150 GTEX 1 100 100 1.0 0.001 25 5491 -52 2331.341984977009 2340.600646044365 150 GTEX 1 100 100 1.0 0.001 25 5491 -53 2329.9764183675447 2343.705459188599 150 GTEX 1 100 100 1.0 0.001 25 5491 -54 2328.7783883428124 2343.8273361844253 150 GTEX 1 100 100 1.0 0.001 25 5491 -55 2327.860246216091 2337.4867087244534 150 GTEX 1 100 100 1.0 0.001 25 5491 -56 2327.0601443150385 2337.1193536678647 150 GTEX 1 100 100 1.0 0.001 25 5491 -57 2325.116799149554 2336.3710341072806 150 GTEX 1 100 100 1.0 0.001 25 5491 -58 2324.367124782138 2334.460371242277 150 GTEX 1 100 100 1.0 0.001 25 5491 -59 2323.579952947162 2334.858575509075 150 GTEX 1 100 100 1.0 0.001 25 5491 -60 2323.0469560277643 2330.535030466522 150 GTEX 1 100 100 1.0 0.001 25 5491 -61 2321.916130874229 2330.3155733405865 150 GTEX 1 100 100 1.0 0.001 25 5491 -62 2320.6277583480774 2331.025566072065 150 GTEX 1 100 100 1.0 0.001 25 5491 -63 2319.428127470547 2330.25835230142 150 GTEX 1 100 100 1.0 0.001 25 5491 -64 2318.880675167069 2328.1551759669082 150 GTEX 1 100 100 1.0 0.001 25 5491 -65 2318.1492294161626 2327.4734798765003 150 GTEX 1 100 100 1.0 0.001 25 5491 -66 2317.229314246197 2325.7951126388725 150 GTEX 1 100 100 1.0 0.001 25 5491 -67 2315.914228526972 2326.8875463217382 150 GTEX 1 100 100 1.0 0.001 25 5491 -68 2315.5658433623457 2325.4776065956958 150 GTEX 1 100 100 1.0 0.001 25 5491 -69 2314.999867988184 2323.4627212118285 150 GTEX 1 100 100 1.0 0.001 25 5491 -70 2313.758483648174 2322.8536135597374 150 GTEX 1 100 100 1.0 0.001 25 5491 -71 2312.799530193699 2328.8692441294857 150 GTEX 1 100 100 1.0 0.001 25 5491 -72 2312.5801320231626 2322.4087361963075 150 GTEX 1 100 100 1.0 0.001 25 5491 -73 2311.21336459358 2321.474139659577 150 GTEX 1 100 100 1.0 0.001 25 5491 -74 2311.52514070773 2321.2745435591432 150 GTEX 1 100 100 1.0 0.001 25 5491 -75 2310.433290321396 2319.315490490583 150 GTEX 1 100 100 1.0 0.001 25 5491 -76 2309.589101786345 2319.213277722493 150 GTEX 1 100 100 1.0 0.001 25 5491 -77 2309.0491491156367 2319.133915774269 150 GTEX 1 100 100 1.0 0.001 25 5491 -78 2308.2487333931767 2317.0751514507338 150 GTEX 1 100 100 1.0 0.001 25 5491 -79 2307.708426619276 2317.081814261897 150 GTEX 1 100 100 1.0 0.001 25 5491 -80 2307.1417475001567 2315.4171657779825 150 GTEX 1 100 100 1.0 0.001 25 5491 -81 2307.1113073136044 2318.9522714361037 150 GTEX 1 100 100 1.0 0.001 25 5491 -82 2305.9953142123627 2315.122795540117 150 GTEX 1 100 100 1.0 0.001 25 5491 -83 2305.38723124674 2314.256400568857 150 GTEX 1 100 100 1.0 0.001 25 5491 -84 2304.867596455533 2314.33647730142 150 GTEX 1 100 100 1.0 0.001 25 5491 -85 2303.8700256895663 2315.3157262765862 150 GTEX 1 100 100 1.0 0.001 25 5491 -86 2303.5326281167063 2314.4318982258496 150 GTEX 1 100 100 1.0 0.001 25 5491 -87 2303.3542723655196 2313.8660816729293 150 GTEX 1 100 100 1.0 0.001 25 5491 -88 2302.344803670398 2310.6533541951344 150 GTEX 1 100 100 1.0 0.001 25 5491 -89 2302.2806629742213 2311.8112727988355 150 GTEX 1 100 100 1.0 0.001 25 5491 -90 2301.6459533362604 2310.8023136269458 150 GTEX 1 100 100 1.0 0.001 25 5491 -91 2301.3433063588072 2310.2654961995754 150 GTEX 1 100 100 1.0 0.001 25 5491 -92 2301.3586383487955 2312.767803699798 150 GTEX 1 100 100 1.0 0.001 25 5491 -93 2300.179447923956 2309.1162763820403 150 GTEX 1 100 100 1.0 0.001 25 5491 -94 2299.9143591462034 2309.6621827100166 150 GTEX 1 100 100 1.0 0.001 25 5491 -95 2299.4991456238613 2310.415298984078 150 GTEX 1 100 100 1.0 0.001 25 5491 -96 2298.679578078993 2309.048386954536 150 GTEX 1 100 100 1.0 0.001 25 5491 -97 2298.026189452506 2308.3466028713906 150 GTEX 1 100 100 1.0 0.001 25 5491 -98 2298.395084931126 2309.3380113028757 150 GTEX 1 100 100 1.0 0.001 25 5491 -99 2297.9160877041218 2307.8661930678913 150 GTEX 1 100 100 1.0 0.001 25 5491 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 769499e70..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4565.423854841984 4589.954092279587 150 GTEX 1 50 100 0.5 0.001 25 1238 -1 3332.1602328937033 3224.873966347582 150 GTEX 1 50 100 0.5 0.001 25 1238 -2 2877.584042321972 3141.4689774313806 150 GTEX 1 50 100 0.5 0.001 25 1238 -3 2697.789588845216 2756.3942903583948 150 GTEX 1 50 100 0.5 0.001 25 1238 -4 2619.7630205840437 2647.687059061609 150 GTEX 1 50 100 0.5 0.001 25 1238 -5 2569.099757582053 2655.4556731597554 150 GTEX 1 50 100 0.5 0.001 25 1238 -6 2544.677549651297 2632.130197039122 150 GTEX 1 50 100 0.5 0.001 25 1238 -7 2520.7536266500574 2538.2529877057095 150 GTEX 1 50 100 0.5 0.001 25 1238 -8 2503.5419912848993 2559.752336045182 150 GTEX 1 50 100 0.5 0.001 25 1238 -9 2488.3592021906275 2508.1265168280656 150 GTEX 1 50 100 0.5 0.001 25 1238 -10 2476.128571024059 2487.562846716819 150 GTEX 1 50 100 0.5 0.001 25 1238 -11 2463.9581405979734 2515.6136103292833 150 GTEX 1 50 100 0.5 0.001 25 1238 -12 2457.8684922997318 2482.3888505710847 150 GTEX 1 50 100 0.5 0.001 25 1238 -13 2445.628113895431 2491.8601677608126 150 GTEX 1 50 100 0.5 0.001 25 1238 -14 2438.7253319714205 2471.612075863682 150 GTEX 1 50 100 0.5 0.001 25 1238 -15 2432.998370212399 2441.9892670954137 150 GTEX 1 50 100 0.5 0.001 25 1238 -16 2426.297836863001 2450.631338837482 150 GTEX 1 50 100 0.5 0.001 25 1238 -17 2420.869348584227 2433.552931172766 150 GTEX 1 50 100 0.5 0.001 25 1238 -18 2414.4101903167334 2445.227559020764 150 GTEX 1 50 100 0.5 0.001 25 1238 -19 2410.634404172058 2430.6392334912666 150 GTEX 1 50 100 0.5 0.001 25 1238 -20 2405.006131831502 2422.304933033062 150 GTEX 1 50 100 0.5 0.001 25 1238 -21 2401.54240872488 2423.0572324107357 150 GTEX 1 50 100 0.5 0.001 25 1238 -22 2395.622931032633 2409.1148449567786 150 GTEX 1 50 100 0.5 0.001 25 1238 -23 2392.349713199882 2417.7277251849155 150 GTEX 1 50 100 0.5 0.001 25 1238 -24 2388.3907932705797 2407.6279649625712 150 GTEX 1 50 100 0.5 0.001 25 1238 -25 2385.2718393550044 2408.5506661418726 150 GTEX 1 50 100 0.5 0.001 25 1238 -26 2382.540257775571 2395.424645949679 150 GTEX 1 50 100 0.5 0.001 25 1238 -27 2378.4530047993608 2390.2551408774953 150 GTEX 1 50 100 0.5 0.001 25 1238 -28 2375.4873555426084 2394.3341992744477 150 GTEX 1 50 100 0.5 0.001 25 1238 -29 2372.78333799935 2390.0814524603434 150 GTEX 1 50 100 0.5 0.001 25 1238 -30 2370.7759406699342 2390.720192564758 150 GTEX 1 50 100 0.5 0.001 25 1238 -31 2369.3068726707743 2391.79206413008 150 GTEX 1 50 100 0.5 0.001 25 1238 -32 2364.3078522763285 2379.923237267556 150 GTEX 1 50 100 0.5 0.001 25 1238 -33 2363.198507629504 2385.8235299578187 150 GTEX 1 50 100 0.5 0.001 25 1238 -34 2360.4462324307465 2381.1285488578305 150 GTEX 1 50 100 0.5 0.001 25 1238 -35 2358.246546159315 2375.5415062269785 150 GTEX 1 50 100 0.5 0.001 25 1238 -36 2356.266197274703 2382.6457111083055 150 GTEX 1 50 100 0.5 0.001 25 1238 -37 2354.04321059544 2373.1076929360743 150 GTEX 1 50 100 0.5 0.001 25 1238 -38 2352.7703372467354 2367.6636749383615 150 GTEX 1 50 100 0.5 0.001 25 1238 -39 2349.8077133273805 2367.768708783864 150 GTEX 1 50 100 0.5 0.001 25 1238 -40 2347.9509086250264 2364.416338206244 150 GTEX 1 50 100 0.5 0.001 25 1238 -41 2347.0513215468454 2367.050969693144 150 GTEX 1 50 100 0.5 0.001 25 1238 -42 2344.5850789203205 2364.600123184262 150 GTEX 1 50 100 0.5 0.001 25 1238 -43 2343.45269543938 2359.3288629916233 150 GTEX 1 50 100 0.5 0.001 25 1238 -44 2341.795941865493 2365.3709299065767 150 GTEX 1 50 100 0.5 0.001 25 1238 -45 2340.2514398803905 2358.3239281948076 150 GTEX 1 50 100 0.5 0.001 25 1238 -46 2338.391219246585 2361.072215033121 150 GTEX 1 50 100 0.5 0.001 25 1238 -47 2337.19908699607 2359.5249250868883 150 GTEX 1 50 100 0.5 0.001 25 1238 -48 2336.1638266633026 2355.5667784948314 150 GTEX 1 50 100 0.5 0.001 25 1238 -49 2334.5786440212546 2353.292014466492 150 GTEX 1 50 100 0.5 0.001 25 1238 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index fe8a62deb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4570.382920631577 4372.440335930074 150 GTEX 1 50 100 0.0 0.001 25 7694 -1 3348.999130640688 3477.9797428261645 150 GTEX 1 50 100 0.0 0.001 25 7694 -2 2883.4974160086103 2937.3327785245365 150 GTEX 1 50 100 0.0 0.001 25 7694 -3 2713.5011672433684 2720.4748827568023 150 GTEX 1 50 100 0.0 0.001 25 7694 -4 2624.055303512159 2582.1308742276615 150 GTEX 1 50 100 0.0 0.001 25 7694 -5 2581.7566986132338 2571.587283986603 150 GTEX 1 50 100 0.0 0.001 25 7694 -6 2554.923593474578 2540.6229206273765 150 GTEX 1 50 100 0.0 0.001 25 7694 -7 2528.64442151953 2527.4429862018774 150 GTEX 1 50 100 0.0 0.001 25 7694 -8 2511.6029778296484 2505.807690058371 150 GTEX 1 50 100 0.0 0.001 25 7694 -9 2495.2371014733744 2480.9824093430666 150 GTEX 1 50 100 0.0 0.001 25 7694 -10 2481.9074960017365 2499.4037668206392 150 GTEX 1 50 100 0.0 0.001 25 7694 -11 2473.2924569495517 2464.5255145518954 150 GTEX 1 50 100 0.0 0.001 25 7694 -12 2462.434962015463 2446.8919464227365 150 GTEX 1 50 100 0.0 0.001 25 7694 -13 2456.0712792112568 2448.3020246962633 150 GTEX 1 50 100 0.0 0.001 25 7694 -14 2442.5302418464717 2435.9156962927755 150 GTEX 1 50 100 0.0 0.001 25 7694 -15 2437.562773926452 2431.852853289122 150 GTEX 1 50 100 0.0 0.001 25 7694 -16 2430.323014628941 2419.6774391783506 150 GTEX 1 50 100 0.0 0.001 25 7694 -17 2426.1447006037006 2411.906068519041 150 GTEX 1 50 100 0.0 0.001 25 7694 -18 2422.4616245339485 2411.41558211294 150 GTEX 1 50 100 0.0 0.001 25 7694 -19 2416.1086174084567 2407.907324961383 150 GTEX 1 50 100 0.0 0.001 25 7694 -20 2410.033170631371 2398.1534734805728 150 GTEX 1 50 100 0.0 0.001 25 7694 -21 2405.507979274841 2396.4534387624763 150 GTEX 1 50 100 0.0 0.001 25 7694 -22 2403.4542925012543 2415.3566769211916 150 GTEX 1 50 100 0.0 0.001 25 7694 -23 2399.013754011674 2387.7342988801092 150 GTEX 1 50 100 0.0 0.001 25 7694 -24 2395.188868394406 2387.9821396744296 150 GTEX 1 50 100 0.0 0.001 25 7694 -25 2389.9388050834064 2376.6996392659817 150 GTEX 1 50 100 0.0 0.001 25 7694 -26 2387.4590787870447 2379.1307558705143 150 GTEX 1 50 100 0.0 0.001 25 7694 -27 2384.5201514657 2394.672437544558 150 GTEX 1 50 100 0.0 0.001 25 7694 -28 2382.110694241345 2371.0651980788084 150 GTEX 1 50 100 0.0 0.001 25 7694 -29 2379.7616805570915 2367.209356155686 150 GTEX 1 50 100 0.0 0.001 25 7694 -30 2374.9581521254754 2361.8913722745365 150 GTEX 1 50 100 0.0 0.001 25 7694 -31 2373.5597518642057 2363.4732118323727 150 GTEX 1 50 100 0.0 0.001 25 7694 -32 2372.600752480244 2364.3986955649953 150 GTEX 1 50 100 0.0 0.001 25 7694 -33 2367.9247963319954 2358.4790944146566 150 GTEX 1 50 100 0.0 0.001 25 7694 -34 2365.061712364744 2352.9370855179122 150 GTEX 1 50 100 0.0 0.001 25 7694 -35 2363.5475737935476 2351.164176679836 150 GTEX 1 50 100 0.0 0.001 25 7694 -36 2361.639309265904 2349.070383514288 150 GTEX 1 50 100 0.0 0.001 25 7694 -37 2359.353448961483 2345.893051089443 150 GTEX 1 50 100 0.0 0.001 25 7694 -38 2356.8134340628962 2345.829098777626 150 GTEX 1 50 100 0.0 0.001 25 7694 -39 2354.7408376991707 2342.672340073966 150 GTEX 1 50 100 0.0 0.001 25 7694 -40 2352.66530347296 2342.873863307242 150 GTEX 1 50 100 0.0 0.001 25 7694 -41 2350.7465647528916 2338.531228649299 150 GTEX 1 50 100 0.0 0.001 25 7694 -42 2348.854030184828 2338.3660888671875 150 GTEX 1 50 100 0.0 0.001 25 7694 -43 2347.9588676300323 2339.5939737182152 150 GTEX 1 50 100 0.0 0.001 25 7694 -44 2345.461069305507 2334.269075458947 150 GTEX 1 50 100 0.0 0.001 25 7694 -45 2343.6581160884934 2334.3588788282736 150 GTEX 1 50 100 0.0 0.001 25 7694 -46 2343.848344857053 2332.296996606167 150 GTEX 1 50 100 0.0 0.001 25 7694 -47 2341.2169347924037 2329.337782014912 150 GTEX 1 50 100 0.0 0.001 25 7694 -48 2338.935320296408 2328.0097173538497 150 GTEX 1 50 100 0.0 0.001 25 7694 -49 2338.2698256268072 2329.3337620492216 150 GTEX 1 50 100 0.0 0.001 25 7694 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index c2f6d97ef..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4571.848489788955 4958.820431321293 150 GTEX 1 50 100 1.0 0.001 25 7809 -1 3382.465234008802 3260.838756720829 150 GTEX 1 50 100 1.0 0.001 25 7809 -2 2923.0209933859473 2788.8259866808758 150 GTEX 1 50 100 1.0 0.001 25 7809 -3 2729.0749225723234 2719.0886174771267 150 GTEX 1 50 100 1.0 0.001 25 7809 -4 2638.1056142492507 2588.4053481649535 150 GTEX 1 50 100 1.0 0.001 25 7809 -5 2586.9451243464136 2719.8458781079194 150 GTEX 1 50 100 1.0 0.001 25 7809 -6 2557.1127997511503 2588.5499643536123 150 GTEX 1 50 100 1.0 0.001 25 7809 -7 2532.4704257686653 2536.1772001433283 150 GTEX 1 50 100 1.0 0.001 25 7809 -8 2514.985399580863 2494.456531829254 150 GTEX 1 50 100 1.0 0.001 25 7809 -9 2501.025941753055 2482.940088540429 150 GTEX 1 50 100 1.0 0.001 25 7809 -10 2485.7849835695706 2449.430710941213 150 GTEX 1 50 100 1.0 0.001 25 7809 -11 2471.6641252436507 2444.0751521469524 150 GTEX 1 50 100 1.0 0.001 25 7809 -12 2463.17997981372 2445.0113910631535 150 GTEX 1 50 100 1.0 0.001 25 7809 -13 2451.943193786434 2421.2279600426273 150 GTEX 1 50 100 1.0 0.001 25 7809 -14 2444.5989486196295 2410.677117525398 150 GTEX 1 50 100 1.0 0.001 25 7809 -15 2439.812785995514 2411.5382627770023 150 GTEX 1 50 100 1.0 0.001 25 7809 -16 2434.607679477271 2413.4166027692786 150 GTEX 1 50 100 1.0 0.001 25 7809 -17 2427.579629970803 2397.637933419231 150 GTEX 1 50 100 1.0 0.001 25 7809 -18 2420.550326442346 2400.491732637239 150 GTEX 1 50 100 1.0 0.001 25 7809 -19 2415.235010198873 2404.408785627822 150 GTEX 1 50 100 1.0 0.001 25 7809 -20 2410.639348464568 2390.6602834259147 150 GTEX 1 50 100 1.0 0.001 25 7809 -21 2406.1450210785656 2383.9897233506117 150 GTEX 1 50 100 1.0 0.001 25 7809 -22 2402.5822054519563 2374.5016751017406 150 GTEX 1 50 100 1.0 0.001 25 7809 -23 2396.90918628938 2374.643631735682 150 GTEX 1 50 100 1.0 0.001 25 7809 -24 2394.751721956038 2372.441093415815 150 GTEX 1 50 100 1.0 0.001 25 7809 -25 2392.4004991949832 2367.4292289240734 150 GTEX 1 50 100 1.0 0.001 25 7809 -26 2388.3105275335543 2367.4148673286004 150 GTEX 1 50 100 1.0 0.001 25 7809 -27 2385.4296851016607 2373.3439904274596 150 GTEX 1 50 100 1.0 0.001 25 7809 -28 2381.1738621401564 2356.6209846757665 150 GTEX 1 50 100 1.0 0.001 25 7809 -29 2377.00412718089 2354.164847834482 150 GTEX 1 50 100 1.0 0.001 25 7809 -30 2375.4518023803494 2353.7887547714176 150 GTEX 1 50 100 1.0 0.001 25 7809 -31 2372.3642213474272 2348.879991422588 150 GTEX 1 50 100 1.0 0.001 25 7809 -32 2368.657244330842 2348.1784073862286 150 GTEX 1 50 100 1.0 0.001 25 7809 -33 2366.7011982825206 2346.237189115227 150 GTEX 1 50 100 1.0 0.001 25 7809 -34 2363.3179858014187 2342.623093753713 150 GTEX 1 50 100 1.0 0.001 25 7809 -35 2362.470635726508 2341.1872034109138 150 GTEX 1 50 100 1.0 0.001 25 7809 -36 2360.0473624302263 2348.16706088106 150 GTEX 1 50 100 1.0 0.001 25 7809 -37 2357.543197365891 2340.8494803425024 150 GTEX 1 50 100 1.0 0.001 25 7809 -38 2355.678484152599 2334.6280215883435 150 GTEX 1 50 100 1.0 0.001 25 7809 -39 2353.7217452421073 2331.145150884476 150 GTEX 1 50 100 1.0 0.001 25 7809 -40 2352.4727545561227 2332.287185030745 150 GTEX 1 50 100 1.0 0.001 25 7809 -41 2350.961262977852 2333.387704131268 150 GTEX 1 50 100 1.0 0.001 25 7809 -42 2347.7401594075554 2325.750318403933 150 GTEX 1 50 100 1.0 0.001 25 7809 -43 2346.3478142825074 2325.108278687916 150 GTEX 1 50 100 1.0 0.001 25 7809 -44 2344.570509318554 2325.7140751247625 150 GTEX 1 50 100 1.0 0.001 25 7809 -45 2343.760673486684 2324.352168210106 150 GTEX 1 50 100 1.0 0.001 25 7809 -46 2342.0973925616204 2323.050153260902 150 GTEX 1 50 100 1.0 0.001 25 7809 -47 2339.9233331387154 2318.84640816228 150 GTEX 1 50 100 1.0 0.001 25 7809 -48 2339.5274325143428 2320.0424043488592 150 GTEX 1 50 100 1.0 0.001 25 7809 -49 2337.481576112252 2319.1091958397697 150 GTEX 1 50 100 1.0 0.001 25 7809 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 29062c2ec..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3688.0174404912705 3017.8103978842382 50 GTEX 1 100 100 0.5 0.001 25 3541 -1 2678.1518325426896 2549.696916123307 50 GTEX 1 100 100 0.5 0.001 25 3541 -2 2547.0549410792505 2500.249317241712 50 GTEX 1 100 100 0.5 0.001 25 3541 -3 2497.6804827944684 2450.7396198461265 50 GTEX 1 100 100 0.5 0.001 25 3541 -4 2460.908089887281 2417.3548337987168 50 GTEX 1 100 100 0.5 0.001 25 3541 -5 2442.0499920158513 2402.946570334779 50 GTEX 1 100 100 0.5 0.001 25 3541 -6 2423.799941702303 2421.6948367506834 50 GTEX 1 100 100 0.5 0.001 25 3541 -7 2411.4025500071793 2373.4993613355514 50 GTEX 1 100 100 0.5 0.001 25 3541 -8 2401.9750595149185 2365.058617885575 50 GTEX 1 100 100 0.5 0.001 25 3541 -9 2390.010356519068 2356.4742519828305 50 GTEX 1 100 100 0.5 0.001 25 3541 -10 2380.869910775589 2361.6677236810838 50 GTEX 1 100 100 0.5 0.001 25 3541 -11 2375.0061975150525 2339.48676488608 50 GTEX 1 100 100 0.5 0.001 25 3541 -12 2368.897902670337 2336.0051464472435 50 GTEX 1 100 100 0.5 0.001 25 3541 -13 2363.469642594836 2338.0935880131597 50 GTEX 1 100 100 0.5 0.001 25 3541 -14 2358.0159982383293 2328.2117075176748 50 GTEX 1 100 100 0.5 0.001 25 3541 -15 2352.9799948587856 2321.907398760545 50 GTEX 1 100 100 0.5 0.001 25 3541 -16 2347.677196167031 2317.187794732504 50 GTEX 1 100 100 0.5 0.001 25 3541 -17 2344.2884270690292 2313.170373024596 50 GTEX 1 100 100 0.5 0.001 25 3541 -18 2340.6271843971163 2311.149757530299 50 GTEX 1 100 100 0.5 0.001 25 3541 -19 2336.9972298923235 2306.4329690099216 50 GTEX 1 100 100 0.5 0.001 25 3541 -20 2335.0940089948554 2302.8712645556084 50 GTEX 1 100 100 0.5 0.001 25 3541 -21 2331.038692588399 2299.946623247386 50 GTEX 1 100 100 0.5 0.001 25 3541 -22 2328.196203444366 2299.942051412488 50 GTEX 1 100 100 0.5 0.001 25 3541 -23 2326.130096367852 2295.051091299311 50 GTEX 1 100 100 0.5 0.001 25 3541 -24 2323.8391652262876 2292.6183427585847 50 GTEX 1 100 100 0.5 0.001 25 3541 -25 2321.5977669604367 2293.5025876121376 50 GTEX 1 100 100 0.5 0.001 25 3541 -26 2319.336981809138 2290.8040488355514 50 GTEX 1 100 100 0.5 0.001 25 3541 -27 2317.607309333573 2285.36198164211 50 GTEX 1 100 100 0.5 0.001 25 3541 -28 2316.04167106792 2284.4460857666945 50 GTEX 1 100 100 0.5 0.001 25 3541 -29 2314.492775892574 2282.9902051338227 50 GTEX 1 100 100 0.5 0.001 25 3541 -30 2313.009459901211 2281.1351717524653 50 GTEX 1 100 100 0.5 0.001 25 3541 -31 2311.26209859021 2279.480241782765 50 GTEX 1 100 100 0.5 0.001 25 3541 -32 2310.6964766229485 2283.349602412815 50 GTEX 1 100 100 0.5 0.001 25 3541 -33 2309.2867369103283 2278.238912488118 50 GTEX 1 100 100 0.5 0.001 25 3541 -34 2307.8393355083776 2280.2362520051092 50 GTEX 1 100 100 0.5 0.001 25 3541 -35 2307.3251285716174 2276.19477269858 50 GTEX 1 100 100 0.5 0.001 25 3541 -36 2306.1175315456403 2275.8322076253567 50 GTEX 1 100 100 0.5 0.001 25 3541 -37 2304.816222480475 2275.027573502109 50 GTEX 1 100 100 0.5 0.001 25 3541 -38 2303.784417458342 2275.0659383911598 50 GTEX 1 100 100 0.5 0.001 25 3541 -39 2302.8348837522362 2273.0330898734555 50 GTEX 1 100 100 0.5 0.001 25 3541 -40 2302.190850660518 2273.1784166691423 50 GTEX 1 100 100 0.5 0.001 25 3541 -41 2300.7778298907965 2274.897221902477 50 GTEX 1 100 100 0.5 0.001 25 3541 -42 2300.6645219238126 2272.607958891546 50 GTEX 1 100 100 0.5 0.001 25 3541 -43 2300.1434019932312 2271.170590244772 50 GTEX 1 100 100 0.5 0.001 25 3541 -44 2299.3281555079075 2270.187966930549 50 GTEX 1 100 100 0.5 0.001 25 3541 -45 2298.393764297197 2267.076612813391 50 GTEX 1 100 100 0.5 0.001 25 3541 -46 2297.9173230809574 2268.308484211621 50 GTEX 1 100 100 0.5 0.001 25 3541 -47 2297.1779666012944 2267.3939362152446 50 GTEX 1 100 100 0.5 0.001 25 3541 -48 2296.8616172925113 2268.221512595057 50 GTEX 1 100 100 0.5 0.001 25 3541 -49 2296.2293836690937 2267.234264997475 50 GTEX 1 100 100 0.5 0.001 25 3541 -50 2295.648312683202 2266.3367191213165 50 GTEX 1 100 100 0.5 0.001 25 3541 -51 2295.6451592796443 2268.786078971602 50 GTEX 1 100 100 0.5 0.001 25 3541 -52 2294.9190856024547 2265.1395760307746 50 GTEX 1 100 100 0.5 0.001 25 3541 -53 2294.4579458425073 2263.5851043585135 50 GTEX 1 100 100 0.5 0.001 25 3541 -54 2294.0529218065053 2264.4684376299606 50 GTEX 1 100 100 0.5 0.001 25 3541 -55 2293.6258491926314 2265.027249528428 50 GTEX 1 100 100 0.5 0.001 25 3541 -56 2293.1387665707193 2264.467880655151 50 GTEX 1 100 100 0.5 0.001 25 3541 -57 2293.3857693686787 2263.3611930586085 50 GTEX 1 100 100 0.5 0.001 25 3541 -58 2292.819252924014 2264.072789645467 50 GTEX 1 100 100 0.5 0.001 25 3541 -59 2292.255297364158 2261.8426968534636 50 GTEX 1 100 100 0.5 0.001 25 3541 -60 2291.856123445051 2262.3340164010515 50 GTEX 1 100 100 0.5 0.001 25 3541 -61 2291.875374708279 2262.1421390431915 50 GTEX 1 100 100 0.5 0.001 25 3541 -62 2291.9452521546887 2261.3050680994534 50 GTEX 1 100 100 0.5 0.001 25 3541 -63 2290.990531949593 2260.7775591135933 50 GTEX 1 100 100 0.5 0.001 25 3541 -64 2290.989419326468 2259.636584147754 50 GTEX 1 100 100 0.5 0.001 25 3541 -65 2291.3702230754693 2262.179403906993 50 GTEX 1 100 100 0.5 0.001 25 3541 -66 2290.4653675421446 2261.578535304777 50 GTEX 1 100 100 0.5 0.001 25 3541 -67 2290.377567203014 2261.5784768224216 50 GTEX 1 100 100 0.5 0.001 25 3541 -68 2290.380701110395 2260.4828883414034 50 GTEX 1 100 100 0.5 0.001 25 3541 -69 2289.6913254285446 2259.7707895489248 50 GTEX 1 100 100 0.5 0.001 25 3541 -70 2289.922381023803 2259.7697039121913 50 GTEX 1 100 100 0.5 0.001 25 3541 -71 2289.648615441303 2260.2032939490255 50 GTEX 1 100 100 0.5 0.001 25 3541 -72 2289.6637742350895 2259.4645791869652 50 GTEX 1 100 100 0.5 0.001 25 3541 -73 2289.172443793242 2258.8254854035467 50 GTEX 1 100 100 0.5 0.001 25 3541 -74 2289.262645669455 2258.640958256595 50 GTEX 1 100 100 0.5 0.001 25 3541 -75 2288.792799989437 2259.2641397338402 50 GTEX 1 100 100 0.5 0.001 25 3541 -76 2288.6946033394374 2259.0387320282794 50 GTEX 1 100 100 0.5 0.001 25 3541 -77 2288.3380695204805 2258.4832926122863 50 GTEX 1 100 100 0.5 0.001 25 3541 -78 2287.8948523953686 2258.4319311801924 50 GTEX 1 100 100 0.5 0.001 25 3541 -79 2288.3197703205874 2259.410275999584 50 GTEX 1 100 100 0.5 0.001 25 3541 -80 2288.134273578615 2258.2625871665578 50 GTEX 1 100 100 0.5 0.001 25 3541 -81 2287.9067780730516 2258.276160178529 50 GTEX 1 100 100 0.5 0.001 25 3541 -82 2287.5096562555705 2259.6790418733663 50 GTEX 1 100 100 0.5 0.001 25 3541 -83 2287.641007986418 2262.1450088558995 50 GTEX 1 100 100 0.5 0.001 25 3541 -84 2287.834527740688 2258.0224219492634 50 GTEX 1 100 100 0.5 0.001 25 3541 -85 2287.786571631226 2257.919217766011 50 GTEX 1 100 100 0.5 0.001 25 3541 -86 2287.305229524681 2256.829414396685 50 GTEX 1 100 100 0.5 0.001 25 3541 -87 2287.342079750094 2259.0307338700095 50 GTEX 1 100 100 0.5 0.001 25 3541 -88 2287.0451276679846 2257.1246723131535 50 GTEX 1 100 100 0.5 0.001 25 3541 -89 2287.6736051825997 2256.6255941064637 50 GTEX 1 100 100 0.5 0.001 25 3541 -90 2286.926583765275 2256.8402159948314 50 GTEX 1 100 100 0.5 0.001 25 3541 -91 2287.194920719671 2257.3168880332105 50 GTEX 1 100 100 0.5 0.001 25 3541 -92 2287.145276334075 2259.599380551182 50 GTEX 1 100 100 0.5 0.001 25 3541 -93 2286.588601229724 2256.1732015283387 50 GTEX 1 100 100 0.5 0.001 25 3541 -94 2286.6550832208263 2256.860302827204 50 GTEX 1 100 100 0.5 0.001 25 3541 -95 2286.3031493392755 2256.677053473295 50 GTEX 1 100 100 0.5 0.001 25 3541 -96 2286.1967176431535 2258.533890060599 50 GTEX 1 100 100 0.5 0.001 25 3541 -97 2286.8884600732727 2256.8639162012832 50 GTEX 1 100 100 0.5 0.001 25 3541 -98 2286.1218709924524 2256.4434257478315 50 GTEX 1 100 100 0.5 0.001 25 3541 -99 2286.5302764031885 2255.6963025227246 50 GTEX 1 100 100 0.5 0.001 25 3541 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index 4daba14e1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3671.06438798301 3133.3856999502436 50 GTEX 1 100 100 0.0 0.001 25 9122 -1 2680.095852286231 2648.542764061757 50 GTEX 1 100 100 0.0 0.001 25 9122 -2 2549.5493504471947 2581.5901115620545 50 GTEX 1 100 100 0.0 0.001 25 9122 -3 2497.6238520207116 2462.529689078095 50 GTEX 1 100 100 0.0 0.001 25 9122 -4 2466.5231829665713 2463.4979159859195 50 GTEX 1 100 100 0.0 0.001 25 9122 -5 2443.034372483033 2415.715253126485 50 GTEX 1 100 100 0.0 0.001 25 9122 -6 2427.0265255552595 2401.910004474364 50 GTEX 1 100 100 0.0 0.001 25 9122 -7 2410.6787964524797 2386.04387661894 50 GTEX 1 100 100 0.0 0.001 25 9122 -8 2399.9952418495664 2378.0274300810956 50 GTEX 1 100 100 0.0 0.001 25 9122 -9 2390.945048115328 2386.6006379218156 50 GTEX 1 100 100 0.0 0.001 25 9122 -10 2382.0339278360852 2361.287882177549 50 GTEX 1 100 100 0.0 0.001 25 9122 -11 2375.0508464951445 2358.180867822451 50 GTEX 1 100 100 0.0 0.001 25 9122 -12 2368.1846409990376 2353.2197404868703 50 GTEX 1 100 100 0.0 0.001 25 9122 -13 2361.9201317683714 2345.7803825117335 50 GTEX 1 100 100 0.0 0.001 25 9122 -14 2356.871167170129 2338.9230307227303 50 GTEX 1 100 100 0.0 0.001 25 9122 -15 2351.6391360954913 2334.2926721609138 50 GTEX 1 100 100 0.0 0.001 25 9122 -16 2347.4573752182746 2329.8716038460966 50 GTEX 1 100 100 0.0 0.001 25 9122 -17 2342.9312732406815 2325.760816450808 50 GTEX 1 100 100 0.0 0.001 25 9122 -18 2340.178302987722 2323.980459931232 50 GTEX 1 100 100 0.0 0.001 25 9122 -19 2336.680546311777 2323.2809083887832 50 GTEX 1 100 100 0.0 0.001 25 9122 -20 2334.6248808824816 2319.162035111692 50 GTEX 1 100 100 0.0 0.001 25 9122 -21 2331.31340848061 2312.6461413713464 50 GTEX 1 100 100 0.0 0.001 25 9122 -22 2327.60696552003 2311.2570306466105 50 GTEX 1 100 100 0.0 0.001 25 9122 -23 2325.508660196893 2308.1318637862405 50 GTEX 1 100 100 0.0 0.001 25 9122 -24 2322.8392216775214 2309.5799959712153 50 GTEX 1 100 100 0.0 0.001 25 9122 -25 2321.0239293916534 2304.9155192212006 50 GTEX 1 100 100 0.0 0.001 25 9122 -26 2319.0650871891753 2302.5846720068175 50 GTEX 1 100 100 0.0 0.001 25 9122 -27 2316.8432076916442 2300.956386087512 50 GTEX 1 100 100 0.0 0.001 25 9122 -28 2314.763887880268 2301.7199103641874 50 GTEX 1 100 100 0.0 0.001 25 9122 -29 2313.616849798354 2297.268315652477 50 GTEX 1 100 100 0.0 0.001 25 9122 -30 2311.950402627012 2298.5187013575332 50 GTEX 1 100 100 0.0 0.001 25 9122 -31 2310.926935495917 2296.6160417564015 50 GTEX 1 100 100 0.0 0.001 25 9122 -32 2309.3162292370866 2292.2736057528073 50 GTEX 1 100 100 0.0 0.001 25 9122 -33 2308.0088876780856 2291.9985216960254 50 GTEX 1 100 100 0.0 0.001 25 9122 -34 2307.542875627385 2291.5918360953096 50 GTEX 1 100 100 0.0 0.001 25 9122 -35 2305.9269468171096 2289.3571252859138 50 GTEX 1 100 100 0.0 0.001 25 9122 -36 2304.759098731944 2289.7475725181203 50 GTEX 1 100 100 0.0 0.001 25 9122 -37 2303.3331077690927 2287.974882060584 50 GTEX 1 100 100 0.0 0.001 25 9122 -38 2302.8980384214988 2286.8682056035377 50 GTEX 1 100 100 0.0 0.001 25 9122 -39 2301.6933438244773 2286.523792803514 50 GTEX 1 100 100 0.0 0.001 25 9122 -40 2300.976438353706 2287.757866340898 50 GTEX 1 100 100 0.0 0.001 25 9122 -41 2299.7318092669357 2284.321513244861 50 GTEX 1 100 100 0.0 0.001 25 9122 -42 2299.607351317405 2284.3243389637296 50 GTEX 1 100 100 0.0 0.001 25 9122 -43 2298.7077267683962 2282.9068921455414 50 GTEX 1 100 100 0.0 0.001 25 9122 -44 2298.4177328359365 2283.9891631267824 50 GTEX 1 100 100 0.0 0.001 25 9122 -45 2297.7394658490925 2282.6394620830115 50 GTEX 1 100 100 0.0 0.001 25 9122 -46 2296.577362998607 2281.711749754931 50 GTEX 1 100 100 0.0 0.001 25 9122 -47 2295.9584668236953 2281.465992510545 50 GTEX 1 100 100 0.0 0.001 25 9122 -48 2295.5827290377924 2280.657288293875 50 GTEX 1 100 100 0.0 0.001 25 9122 -49 2295.1161171443814 2283.1299865490582 50 GTEX 1 100 100 0.0 0.001 25 9122 -50 2294.4894173923235 2280.2991353894367 50 GTEX 1 100 100 0.0 0.001 25 9122 -51 2294.297890812741 2279.9086224806174 50 GTEX 1 100 100 0.0 0.001 25 9122 -52 2294.065919748163 2278.840307895675 50 GTEX 1 100 100 0.0 0.001 25 9122 -53 2293.7334148132577 2280.114222073283 50 GTEX 1 100 100 0.0 0.001 25 9122 -54 2293.0188543767576 2279.5463616548836 50 GTEX 1 100 100 0.0 0.001 25 9122 -55 2292.2507203786013 2278.004114651408 50 GTEX 1 100 100 0.0 0.001 25 9122 -56 2292.4691856209397 2276.7445437355186 50 GTEX 1 100 100 0.0 0.001 25 9122 -57 2291.1429240016305 2276.5645039489514 50 GTEX 1 100 100 0.0 0.001 25 9122 -58 2291.47494369834 2277.3880926211978 50 GTEX 1 100 100 0.0 0.001 25 9122 -59 2291.8796010463157 2278.243819436193 50 GTEX 1 100 100 0.0 0.001 25 9122 -60 2291.1379331864964 2277.117368980959 50 GTEX 1 100 100 0.0 0.001 25 9122 -61 2290.4309484849095 2276.1324189044676 50 GTEX 1 100 100 0.0 0.001 25 9122 -62 2290.1647648007965 2275.2304552897754 50 GTEX 1 100 100 0.0 0.001 25 9122 -63 2289.811233418965 2274.7697619304004 50 GTEX 1 100 100 0.0 0.001 25 9122 -64 2290.1045373691177 2274.708429256773 50 GTEX 1 100 100 0.0 0.001 25 9122 -65 2289.2862611623354 2275.42448489113 50 GTEX 1 100 100 0.0 0.001 25 9122 -66 2289.4926763228104 2275.6541729481046 50 GTEX 1 100 100 0.0 0.001 25 9122 -67 2288.89998032846 2274.204819363786 50 GTEX 1 100 100 0.0 0.001 25 9122 -68 2288.5968542247083 2274.3314775242097 50 GTEX 1 100 100 0.0 0.001 25 9122 -69 2288.9892401473126 2276.103847025012 50 GTEX 1 100 100 0.0 0.001 25 9122 -70 2288.273709698616 2275.778604833799 50 GTEX 1 100 100 0.0 0.001 25 9122 -71 2288.3441683425813 2274.221760912993 50 GTEX 1 100 100 0.0 0.001 25 9122 -72 2288.143727445295 2274.0562110581777 50 GTEX 1 100 100 0.0 0.001 25 9122 -73 2287.866004061394 2275.9858932205025 50 GTEX 1 100 100 0.0 0.001 25 9122 -74 2288.5152019896827 2273.412503666751 50 GTEX 1 100 100 0.0 0.001 25 9122 -75 2287.8919672189827 2272.9348005287547 50 GTEX 1 100 100 0.0 0.001 25 9122 -76 2287.714691210463 2271.387553051851 50 GTEX 1 100 100 0.0 0.001 25 9122 -77 2287.5049586825453 2274.434550586309 50 GTEX 1 100 100 0.0 0.001 25 9122 -78 2287.3153232321815 2273.0137948736037 50 GTEX 1 100 100 0.0 0.001 25 9122 -79 2287.262669859157 2272.3236821975997 50 GTEX 1 100 100 0.0 0.001 25 9122 -80 2286.915814525539 2272.284887277581 50 GTEX 1 100 100 0.0 0.001 25 9122 -81 2286.5593007701095 2271.8245137145764 50 GTEX 1 100 100 0.0 0.001 25 9122 -82 2286.06274001445 2272.1633036218213 50 GTEX 1 100 100 0.0 0.001 25 9122 -83 2286.2372986013916 2272.302223814758 50 GTEX 1 100 100 0.0 0.001 25 9122 -84 2286.3690015471093 2272.2837510489694 50 GTEX 1 100 100 0.0 0.001 25 9122 -85 2286.366992357705 2271.6983781821828 50 GTEX 1 100 100 0.0 0.001 25 9122 -86 2286.291809114267 2272.612638640313 50 GTEX 1 100 100 0.0 0.001 25 9122 -87 2286.117542712102 2271.2613226016665 50 GTEX 1 100 100 0.0 0.001 25 9122 -88 2285.6424779105214 2271.9361470153576 50 GTEX 1 100 100 0.0 0.001 25 9122 -89 2285.8119397943597 2270.750831052831 50 GTEX 1 100 100 0.0 0.001 25 9122 -90 2285.26239951732 2271.383553740643 50 GTEX 1 100 100 0.0 0.001 25 9122 -91 2285.838381639841 2274.1889226064936 50 GTEX 1 100 100 0.0 0.001 25 9122 -92 2285.6554434359155 2272.543229831942 50 GTEX 1 100 100 0.0 0.001 25 9122 -93 2286.0321064908035 2271.190689609078 50 GTEX 1 100 100 0.0 0.001 25 9122 -94 2285.2913339594115 2271.8242902284337 50 GTEX 1 100 100 0.0 0.001 25 9122 -95 2285.432990451618 2270.900907219136 50 GTEX 1 100 100 0.0 0.001 25 9122 -96 2284.561174002043 2270.89033955041 50 GTEX 1 100 100 0.0 0.001 25 9122 -97 2285.3036530678937 2269.720764856375 50 GTEX 1 100 100 0.0 0.001 25 9122 -98 2284.790745850512 2271.2966016181977 50 GTEX 1 100 100 0.0 0.001 25 9122 -99 2284.763213817983 2269.802288098934 50 GTEX 1 100 100 0.0 0.001 25 9122 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index b3c4372de..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3704.172610542295 3035.4041432427816 50 GTEX 1 100 100 1.0 0.001 25 6672 -1 2691.1435992501915 2628.596144527537 50 GTEX 1 100 100 1.0 0.001 25 6672 -2 2551.4424243837143 2523.647235362702 50 GTEX 1 100 100 1.0 0.001 25 6672 -3 2498.095798413857 2489.446807513219 50 GTEX 1 100 100 1.0 0.001 25 6672 -4 2465.9753786745655 2424.8351568069747 50 GTEX 1 100 100 1.0 0.001 25 6672 -5 2439.5085791691286 2404.5555331734195 50 GTEX 1 100 100 1.0 0.001 25 6672 -6 2425.235800902972 2392.3922216611218 50 GTEX 1 100 100 1.0 0.001 25 6672 -7 2409.540994117312 2379.140660739217 50 GTEX 1 100 100 1.0 0.001 25 6672 -8 2399.0989983400395 2375.496787879857 50 GTEX 1 100 100 1.0 0.001 25 6672 -9 2389.292041288984 2363.968096018744 50 GTEX 1 100 100 1.0 0.001 25 6672 -10 2381.9870969603708 2357.0437888954075 50 GTEX 1 100 100 1.0 0.001 25 6672 -11 2373.368317298329 2350.1498178692373 50 GTEX 1 100 100 1.0 0.001 25 6672 -12 2368.2639526870066 2340.598308838819 50 GTEX 1 100 100 1.0 0.001 25 6672 -13 2361.9562569990244 2336.8620642600404 50 GTEX 1 100 100 1.0 0.001 25 6672 -14 2357.3847603641266 2326.8304048835553 50 GTEX 1 100 100 1.0 0.001 25 6672 -15 2351.495712852458 2330.4402366028994 50 GTEX 1 100 100 1.0 0.001 25 6672 -16 2347.8306474855913 2323.5157428930015 50 GTEX 1 100 100 1.0 0.001 25 6672 -17 2343.7662589868096 2318.5951073940264 50 GTEX 1 100 100 1.0 0.001 25 6672 -18 2339.6731225232634 2313.7432680311313 50 GTEX 1 100 100 1.0 0.001 25 6672 -19 2336.8492172336305 2312.094675970621 50 GTEX 1 100 100 1.0 0.001 25 6672 -20 2333.8615555804045 2308.948627660483 50 GTEX 1 100 100 1.0 0.001 25 6672 -21 2331.447813710001 2307.1489527016993 50 GTEX 1 100 100 1.0 0.001 25 6672 -22 2327.8466237262496 2305.405454918459 50 GTEX 1 100 100 1.0 0.001 25 6672 -23 2325.329856626761 2303.393105162414 50 GTEX 1 100 100 1.0 0.001 25 6672 -24 2323.709803240244 2299.237321628817 50 GTEX 1 100 100 1.0 0.001 25 6672 -25 2321.575040735664 2298.3479356656962 50 GTEX 1 100 100 1.0 0.001 25 6672 -26 2319.25528503721 2296.3885572310182 50 GTEX 1 100 100 1.0 0.001 25 6672 -27 2318.09071205198 2298.483960982058 50 GTEX 1 100 100 1.0 0.001 25 6672 -28 2315.0953993611442 2291.5391590423005 50 GTEX 1 100 100 1.0 0.001 25 6672 -29 2313.7359524883313 2294.6267572555253 50 GTEX 1 100 100 1.0 0.001 25 6672 -30 2312.5794891650767 2290.4231022011645 50 GTEX 1 100 100 1.0 0.001 25 6672 -31 2311.0824827309257 2290.5301898912785 50 GTEX 1 100 100 1.0 0.001 25 6672 -32 2309.5808851532793 2286.084815427831 50 GTEX 1 100 100 1.0 0.001 25 6672 -33 2308.547207286041 2285.2637322139376 50 GTEX 1 100 100 1.0 0.001 25 6672 -34 2307.364831273478 2284.2138880740554 50 GTEX 1 100 100 1.0 0.001 25 6672 -35 2305.694988775772 2285.959315542939 50 GTEX 1 100 100 1.0 0.001 25 6672 -36 2305.106392407198 2283.7291078748813 50 GTEX 1 100 100 1.0 0.001 25 6672 -37 2304.268140832134 2282.2146256015326 50 GTEX 1 100 100 1.0 0.001 25 6672 -38 2302.924161391008 2282.424276953868 50 GTEX 1 100 100 1.0 0.001 25 6672 -39 2301.8109901551525 2280.3044101729593 50 GTEX 1 100 100 1.0 0.001 25 6672 -40 2301.362764420776 2279.6624960083473 50 GTEX 1 100 100 1.0 0.001 25 6672 -41 2300.384677892201 2279.108886486677 50 GTEX 1 100 100 1.0 0.001 25 6672 -42 2299.7493849678076 2278.025650314505 50 GTEX 1 100 100 1.0 0.001 25 6672 -43 2299.1955890568884 2278.017066636466 50 GTEX 1 100 100 1.0 0.001 25 6672 -44 2298.311003487856 2276.5634890944334 50 GTEX 1 100 100 1.0 0.001 25 6672 -45 2298.129418695163 2276.6203346397488 50 GTEX 1 100 100 1.0 0.001 25 6672 -46 2297.0009295241034 2275.2106682955086 50 GTEX 1 100 100 1.0 0.001 25 6672 -47 2296.564416866236 2274.9619075644605 50 GTEX 1 100 100 1.0 0.001 25 6672 -48 2296.227147385325 2273.7872915521775 50 GTEX 1 100 100 1.0 0.001 25 6672 -49 2295.7390990321232 2275.8926755955918 50 GTEX 1 100 100 1.0 0.001 25 6672 -50 2295.399697917561 2275.5092228066333 50 GTEX 1 100 100 1.0 0.001 25 6672 -51 2294.661619494857 2271.851486844255 50 GTEX 1 100 100 1.0 0.001 25 6672 -52 2294.0969522729447 2272.3497228586175 50 GTEX 1 100 100 1.0 0.001 25 6672 -53 2293.622828187718 2272.7871980268237 50 GTEX 1 100 100 1.0 0.001 25 6672 -54 2293.615416055649 2271.676986636318 50 GTEX 1 100 100 1.0 0.001 25 6672 -55 2293.022382385441 2272.547151630822 50 GTEX 1 100 100 1.0 0.001 25 6672 -56 2292.6982609358083 2270.8257601777864 50 GTEX 1 100 100 1.0 0.001 25 6672 -57 2292.871384258518 2271.3377613604293 50 GTEX 1 100 100 1.0 0.001 25 6672 -58 2291.9190705419155 2271.0820092030804 50 GTEX 1 100 100 1.0 0.001 25 6672 -59 2292.22386988705 2269.5287821374463 50 GTEX 1 100 100 1.0 0.001 25 6672 -60 2291.8369496507607 2269.054664292716 50 GTEX 1 100 100 1.0 0.001 25 6672 -61 2291.346573773742 2268.5471873700394 50 GTEX 1 100 100 1.0 0.001 25 6672 -62 2290.5629288127507 2269.0577378653757 50 GTEX 1 100 100 1.0 0.001 25 6672 -63 2291.2974670545545 2271.0230353177726 50 GTEX 1 100 100 1.0 0.001 25 6672 -64 2290.4243801814446 2269.5333892474155 50 GTEX 1 100 100 1.0 0.001 25 6672 -65 2290.39875219822 2269.1529158095445 50 GTEX 1 100 100 1.0 0.001 25 6672 -66 2289.7452734663834 2267.8442508131834 50 GTEX 1 100 100 1.0 0.001 25 6672 -67 2289.992207099332 2267.5581384230927 50 GTEX 1 100 100 1.0 0.001 25 6672 -68 2289.584397843537 2267.7591329944453 50 GTEX 1 100 100 1.0 0.001 25 6672 -69 2289.3797881683577 2268.170188294617 50 GTEX 1 100 100 1.0 0.001 25 6672 -70 2289.4735740660817 2268.141213304643 50 GTEX 1 100 100 1.0 0.001 25 6672 -71 2288.703382499117 2271.8678723469434 50 GTEX 1 100 100 1.0 0.001 25 6672 -72 2288.7272464393172 2269.974570850909 50 GTEX 1 100 100 1.0 0.001 25 6672 -73 2288.702962738163 2267.223283078734 50 GTEX 1 100 100 1.0 0.001 25 6672 -74 2288.721206750464 2266.4129861461797 50 GTEX 1 100 100 1.0 0.001 25 6672 -75 2288.196118522524 2266.872021577204 50 GTEX 1 100 100 1.0 0.001 25 6672 -76 2287.7011931505904 2266.442137279438 50 GTEX 1 100 100 1.0 0.001 25 6672 -77 2288.13282369225 2266.1084332484256 50 GTEX 1 100 100 1.0 0.001 25 6672 -78 2288.0259700689317 2270.0471203009893 50 GTEX 1 100 100 1.0 0.001 25 6672 -79 2288.1837434012145 2268.9425861083055 50 GTEX 1 100 100 1.0 0.001 25 6672 -80 2287.9962324926387 2266.171883818768 50 GTEX 1 100 100 1.0 0.001 25 6672 -81 2287.786479050171 2265.574073240331 50 GTEX 1 100 100 1.0 0.001 25 6672 -82 2286.8986066473917 2266.1403924630167 50 GTEX 1 100 100 1.0 0.001 25 6672 -83 2287.427977741967 2265.4858890431915 50 GTEX 1 100 100 1.0 0.001 25 6672 -84 2287.042083917531 2265.9890740108126 50 GTEX 1 100 100 1.0 0.001 25 6672 -85 2286.903735122044 2265.588892019294 50 GTEX 1 100 100 1.0 0.001 25 6672 -86 2286.331445126822 2267.068930506253 50 GTEX 1 100 100 1.0 0.001 25 6672 -87 2287.146379879615 2265.003242289612 50 GTEX 1 100 100 1.0 0.001 25 6672 -88 2286.3124464628777 2264.908234686906 50 GTEX 1 100 100 1.0 0.001 25 6672 -89 2286.1636421716967 2265.5067839531844 50 GTEX 1 100 100 1.0 0.001 25 6672 -90 2286.569623764004 2265.209499808772 50 GTEX 1 100 100 1.0 0.001 25 6672 -91 2285.870043277388 2265.5358793889613 50 GTEX 1 100 100 1.0 0.001 25 6672 -92 2286.1374475098946 2264.6124355765805 50 GTEX 1 100 100 1.0 0.001 25 6672 -93 2285.9541383112473 2264.945185788231 50 GTEX 1 100 100 1.0 0.001 25 6672 -94 2286.7227916401216 2267.095730509595 50 GTEX 1 100 100 1.0 0.001 25 6672 -95 2286.1445128369432 2264.590019429138 50 GTEX 1 100 100 1.0 0.001 25 6672 -96 2285.9851930142204 2266.0018895370426 50 GTEX 1 100 100 1.0 0.001 25 6672 -97 2285.5400253687562 2264.0163226109494 50 GTEX 1 100 100 1.0 0.001 25 6672 -98 2285.3233393073474 2264.5046551490464 50 GTEX 1 100 100 1.0 0.001 25 6672 -99 2285.671592795409 2266.6724872081454 50 GTEX 1 100 100 1.0 0.001 25 6672 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 60bc8f3a4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3732.4118499933156 2958.1393175016337 50 GTEX 1 50 100 0.5 0.001 25 3391 -1 2706.0981363046885 2650.2659568641575 50 GTEX 1 50 100 0.5 0.001 25 3391 -2 2560.414537500124 2538.3777338180253 50 GTEX 1 50 100 0.5 0.001 25 3391 -3 2493.848037792257 2484.0206716559233 50 GTEX 1 50 100 0.5 0.001 25 3391 -4 2461.9945791858395 2448.8761199835135 50 GTEX 1 50 100 0.5 0.001 25 3391 -5 2436.9782273085125 2431.536011206333 50 GTEX 1 50 100 0.5 0.001 25 3391 -6 2420.7604890982325 2416.1712173055785 50 GTEX 1 50 100 0.5 0.001 25 3391 -7 2409.428516285188 2406.044345406072 50 GTEX 1 50 100 0.5 0.001 25 3391 -8 2397.2407740787075 2393.1216553662666 50 GTEX 1 50 100 0.5 0.001 25 3391 -9 2386.955222927959 2388.2164334489366 50 GTEX 1 50 100 0.5 0.001 25 3391 -10 2379.0900751768477 2377.3210760196353 50 GTEX 1 50 100 0.5 0.001 25 3391 -11 2369.7171077307194 2373.3541784250237 50 GTEX 1 50 100 0.5 0.001 25 3391 -12 2364.3456465448235 2368.5657485555785 50 GTEX 1 50 100 0.5 0.001 25 3391 -13 2359.396052648138 2368.2166970836797 50 GTEX 1 50 100 0.5 0.001 25 3391 -14 2352.5088876780856 2361.782825310421 50 GTEX 1 50 100 0.5 0.001 25 3391 -15 2349.013397510142 2355.6932642251368 50 GTEX 1 50 100 0.5 0.001 25 3391 -16 2344.4592393468347 2355.0478548115198 50 GTEX 1 50 100 0.5 0.001 25 3391 -17 2340.2004294213616 2344.412955976711 50 GTEX 1 50 100 0.5 0.001 25 3391 -18 2336.876382732865 2341.711616080977 50 GTEX 1 50 100 0.5 0.001 25 3391 -19 2333.57270343797 2339.152698357296 50 GTEX 1 50 100 0.5 0.001 25 3391 -20 2331.0891610098524 2336.5171487902508 50 GTEX 1 50 100 0.5 0.001 25 3391 -21 2328.371603358418 2334.4893696716076 50 GTEX 1 50 100 0.5 0.001 25 3391 -22 2324.935428943757 2331.414519219344 50 GTEX 1 50 100 0.5 0.001 25 3391 -23 2321.8116384288433 2324.67290308267 50 GTEX 1 50 100 0.5 0.001 25 3391 -24 2320.1600948473565 2325.908926728107 50 GTEX 1 50 100 0.5 0.001 25 3391 -25 2317.6720759189407 2323.11067135887 50 GTEX 1 50 100 0.5 0.001 25 3391 -26 2315.9089596592107 2322.9675227988355 50 GTEX 1 50 100 0.5 0.001 25 3391 -27 2314.359956197556 2318.907637795568 50 GTEX 1 50 100 0.5 0.001 25 3391 -28 2312.946360058501 2317.8724082105514 50 GTEX 1 50 100 0.5 0.001 25 3391 -29 2310.8244582228895 2315.4775710885515 50 GTEX 1 50 100 0.5 0.001 25 3391 -30 2309.695629880234 2315.734647453511 50 GTEX 1 50 100 0.5 0.001 25 3391 -31 2308.0509287349723 2314.18036143952 50 GTEX 1 50 100 0.5 0.001 25 3391 -32 2306.894901213178 2314.236381965898 50 GTEX 1 50 100 0.5 0.001 25 3391 -33 2305.541605074907 2311.2918185970175 50 GTEX 1 50 100 0.5 0.001 25 3391 -34 2303.925156418142 2312.0101504017643 50 GTEX 1 50 100 0.5 0.001 25 3391 -35 2303.629670727098 2308.285132114425 50 GTEX 1 50 100 0.5 0.001 25 3391 -36 2302.080465830731 2308.6136743813868 50 GTEX 1 50 100 0.5 0.001 25 3391 -37 2300.7239159196915 2308.576926575867 50 GTEX 1 50 100 0.5 0.001 25 3391 -38 2300.359714867888 2307.277536370455 50 GTEX 1 50 100 0.5 0.001 25 3391 -39 2299.3877461676084 2306.0231613333235 50 GTEX 1 50 100 0.5 0.001 25 3391 -40 2298.610891549882 2304.1167493464827 50 GTEX 1 50 100 0.5 0.001 25 3391 -41 2298.043991293564 2304.5684160007722 50 GTEX 1 50 100 0.5 0.001 25 3391 -42 2297.4447138693536 2302.678594436936 50 GTEX 1 50 100 0.5 0.001 25 3391 -43 2296.3750605645146 2302.7472796421994 50 GTEX 1 50 100 0.5 0.001 25 3391 -44 2295.638900104062 2302.995840790607 50 GTEX 1 50 100 0.5 0.001 25 3391 -45 2295.4602956218805 2301.8966222262657 50 GTEX 1 50 100 0.5 0.001 25 3391 -46 2294.9435471933343 2301.839077909636 50 GTEX 1 50 100 0.5 0.001 25 3391 -47 2293.9195717174625 2298.5277099609375 50 GTEX 1 50 100 0.5 0.001 25 3391 -48 2293.1831912674043 2299.3548300855514 50 GTEX 1 50 100 0.5 0.001 25 3391 -49 2292.949652024178 2298.8223120395674 50 GTEX 1 50 100 0.5 0.001 25 3391 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index 3fce53ee7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3689.443067783361 3102.128687637387 50 GTEX 1 50 100 0.0 0.001 25 4272 -1 2678.8249816797825 2552.3373990947302 50 GTEX 1 50 100 0.0 0.001 25 4272 -2 2546.2582967582293 2497.9120077270973 50 GTEX 1 50 100 0.0 0.001 25 4272 -3 2496.4276597685957 2450.5308271632903 50 GTEX 1 50 100 0.0 0.001 25 4272 -4 2464.3404602521423 2419.9744854481046 50 GTEX 1 50 100 0.0 0.001 25 4272 -5 2443.037247215038 2403.84758430742 50 GTEX 1 50 100 0.0 0.001 25 4272 -6 2425.166829745143 2393.9273254626605 50 GTEX 1 50 100 0.0 0.001 25 4272 -7 2413.3100376792 2389.325115479444 50 GTEX 1 50 100 0.0 0.001 25 4272 -8 2401.3383896343053 2369.0072081823314 50 GTEX 1 50 100 0.0 0.001 25 4272 -9 2391.311770956431 2364.0069640417064 50 GTEX 1 50 100 0.0 0.001 25 4272 -10 2382.8319434398354 2357.834605401913 50 GTEX 1 50 100 0.0 0.001 25 4272 -11 2374.5391303497922 2350.0684053254217 50 GTEX 1 50 100 0.0 0.001 25 4272 -12 2367.9219029032593 2348.6905888894667 50 GTEX 1 50 100 0.0 0.001 25 4272 -13 2362.4106378262154 2334.00931169053 50 GTEX 1 50 100 0.0 0.001 25 4272 -14 2356.8992800907513 2331.5310318515326 50 GTEX 1 50 100 0.0 0.001 25 4272 -15 2352.025204947119 2327.683364926182 50 GTEX 1 50 100 0.0 0.001 25 4272 -16 2348.134626572898 2323.5078250319334 50 GTEX 1 50 100 0.0 0.001 25 4272 -17 2343.4348064070837 2322.837483569243 50 GTEX 1 50 100 0.0 0.001 25 4272 -18 2339.4401008313416 2317.7190192044914 50 GTEX 1 50 100 0.0 0.001 25 4272 -19 2335.7441683219504 2314.7010252049668 50 GTEX 1 50 100 0.0 0.001 25 4272 -20 2333.6996980310305 2309.620600363148 50 GTEX 1 50 100 0.0 0.001 25 4272 -21 2330.8537653875387 2310.9433254923656 50 GTEX 1 50 100 0.0 0.001 25 4272 -22 2328.3192168715586 2309.646104703838 50 GTEX 1 50 100 0.0 0.001 25 4272 -23 2325.3025812423252 2300.1916151155538 50 GTEX 1 50 100 0.0 0.001 25 4272 -24 2323.2021707962117 2298.9522491571115 50 GTEX 1 50 100 0.0 0.001 25 4272 -25 2321.6507047042937 2298.6903015832936 50 GTEX 1 50 100 0.0 0.001 25 4272 -26 2318.5559139024044 2295.82036402017 50 GTEX 1 50 100 0.0 0.001 25 4272 -27 2317.3335081370237 2292.819667337512 50 GTEX 1 50 100 0.0 0.001 25 4272 -28 2315.3245104447933 2293.85255623589 50 GTEX 1 50 100 0.0 0.001 25 4272 -29 2314.1503349990016 2291.7472466878567 50 GTEX 1 50 100 0.0 0.001 25 4272 -30 2313.079045008112 2294.8357383815055 50 GTEX 1 50 100 0.0 0.001 25 4272 -31 2310.677897668381 2291.797101967235 50 GTEX 1 50 100 0.0 0.001 25 4272 -32 2309.3023440388324 2286.9468010151795 50 GTEX 1 50 100 0.0 0.001 25 4272 -33 2308.641787962462 2285.522122575303 50 GTEX 1 50 100 0.0 0.001 25 4272 -34 2307.323919189685 2284.202238481761 50 GTEX 1 50 100 0.0 0.001 25 4272 -35 2305.8656034097885 2286.1267196597255 50 GTEX 1 50 100 0.0 0.001 25 4272 -36 2305.0448652174578 2282.88223510278 50 GTEX 1 50 100 0.0 0.001 25 4272 -37 2303.9081264812967 2280.3736168458886 50 GTEX 1 50 100 0.0 0.001 25 4272 -38 2303.594296615051 2280.9131991890445 50 GTEX 1 50 100 0.0 0.001 25 4272 -39 2302.236085634845 2281.22661402017 50 GTEX 1 50 100 0.0 0.001 25 4272 -40 2301.4265896450747 2278.9108617514257 50 GTEX 1 50 100 0.0 0.001 25 4272 -41 2300.375113572971 2279.943943270259 50 GTEX 1 50 100 0.0 0.001 25 4272 -42 2299.875307296893 2278.6532214494714 50 GTEX 1 50 100 0.0 0.001 25 4272 -43 2298.9301942974607 2277.3764383874463 50 GTEX 1 50 100 0.0 0.001 25 4272 -44 2298.942116906301 2279.081960235712 50 GTEX 1 50 100 0.0 0.001 25 4272 -45 2298.0774230086668 2277.9772758919025 50 GTEX 1 50 100 0.0 0.001 25 4272 -46 2297.5761243724087 2275.14834838403 50 GTEX 1 50 100 0.0 0.001 25 4272 -47 2296.8678304354517 2274.575644141368 50 GTEX 1 50 100 0.0 0.001 25 4272 -48 2296.3612650460977 2275.3130857518418 50 GTEX 1 50 100 0.0 0.001 25 4272 -49 2296.5489482740622 2274.2334949798005 50 GTEX 1 50 100 0.0 0.001 25 4272 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index 5a6e6c6ab..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.001lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3671.747457631402 3155.9432020296163 50 GTEX 1 50 100 1.0 0.001 25 3092 -1 2672.774820851791 2661.089435301806 50 GTEX 1 50 100 1.0 0.001 25 3092 -2 2548.273214454445 2488.045382771655 50 GTEX 1 50 100 1.0 0.001 25 3092 -3 2495.8541575031195 2476.3127005109313 50 GTEX 1 50 100 1.0 0.001 25 3092 -4 2464.29900023808 2435.5240116482 50 GTEX 1 50 100 1.0 0.001 25 3092 -5 2441.88281910188 2401.7484492893 50 GTEX 1 50 100 1.0 0.001 25 3092 -6 2425.24452706709 2386.410744786716 50 GTEX 1 50 100 1.0 0.001 25 3092 -7 2411.8920522697676 2376.1937487932214 50 GTEX 1 50 100 1.0 0.001 25 3092 -8 2402.809514454404 2371.7054039552636 50 GTEX 1 50 100 1.0 0.001 25 3092 -9 2390.47964650645 2370.122016007456 50 GTEX 1 50 100 1.0 0.001 25 3092 -10 2382.37210700967 2352.023780039508 50 GTEX 1 50 100 1.0 0.001 25 3092 -11 2375.785096007843 2349.114953102721 50 GTEX 1 50 100 1.0 0.001 25 3092 -12 2368.7102435289194 2340.8664434744833 50 GTEX 1 50 100 1.0 0.001 25 3092 -13 2363.6136382415148 2334.447157014912 50 GTEX 1 50 100 1.0 0.001 25 3092 -14 2357.0164461088516 2332.6368203979027 50 GTEX 1 50 100 1.0 0.001 25 3092 -15 2353.225181030776 2325.761799975493 50 GTEX 1 50 100 1.0 0.001 25 3092 -16 2348.64715596158 2320.717768331898 50 GTEX 1 50 100 1.0 0.001 25 3092 -17 2344.576366578889 2319.1015021610624 50 GTEX 1 50 100 1.0 0.001 25 3092 -18 2341.463670833141 2319.7330698223623 50 GTEX 1 50 100 1.0 0.001 25 3092 -19 2337.7855368122905 2311.4334614684826 50 GTEX 1 50 100 1.0 0.001 25 3092 -20 2334.122672991956 2306.8923432672887 50 GTEX 1 50 100 1.0 0.001 25 3092 -21 2331.4788705534274 2309.5909335640445 50 GTEX 1 50 100 1.0 0.001 25 3092 -22 2328.904685019137 2305.0443115234375 50 GTEX 1 50 100 1.0 0.001 25 3092 -23 2326.449804692658 2302.3227232726354 50 GTEX 1 50 100 1.0 0.001 25 3092 -24 2324.821084481579 2299.260840586383 50 GTEX 1 50 100 1.0 0.001 25 3092 -25 2321.588777159516 2296.7836816591907 50 GTEX 1 50 100 1.0 0.001 25 3092 -26 2319.772496319452 2298.2885848941005 50 GTEX 1 50 100 1.0 0.001 25 3092 -27 2317.3478493292077 2293.7630011845 50 GTEX 1 50 100 1.0 0.001 25 3092 -28 2316.880957861643 2291.040626670924 50 GTEX 1 50 100 1.0 0.001 25 3092 -29 2314.082160631379 2290.438366559975 50 GTEX 1 50 100 1.0 0.001 25 3092 -30 2313.282799301397 2288.3434821879455 50 GTEX 1 50 100 1.0 0.001 25 3092 -31 2311.7893674243423 2285.4164194317373 50 GTEX 1 50 100 1.0 0.001 25 3092 -32 2310.1055988018825 2286.464685012179 50 GTEX 1 50 100 1.0 0.001 25 3092 -33 2308.995640438084 2285.2450902670507 50 GTEX 1 50 100 1.0 0.001 25 3092 -34 2307.269924500279 2281.5720135938986 50 GTEX 1 50 100 1.0 0.001 25 3092 -35 2306.3207332667093 2282.245989317223 50 GTEX 1 50 100 1.0 0.001 25 3092 -36 2305.5669118096084 2281.049255603167 50 GTEX 1 50 100 1.0 0.001 25 3092 -37 2304.947912738204 2281.6638304271623 50 GTEX 1 50 100 1.0 0.001 25 3092 -38 2303.766781979508 2279.847139655864 50 GTEX 1 50 100 1.0 0.001 25 3092 -39 2302.7505367895965 2277.9573705404882 50 GTEX 1 50 100 1.0 0.001 25 3092 -40 2302.1289954011713 2277.5978108105096 50 GTEX 1 50 100 1.0 0.001 25 3092 -41 2301.290065315289 2278.3784690247744 50 GTEX 1 50 100 1.0 0.001 25 3092 -42 2300.792860102651 2276.105384739633 50 GTEX 1 50 100 1.0 0.001 25 3092 -43 2299.391854213361 2274.7235190968095 50 GTEX 1 50 100 1.0 0.001 25 3092 -44 2299.1329884555807 2274.2703096222967 50 GTEX 1 50 100 1.0 0.001 25 3092 -45 2297.9763230528993 2274.9564895919975 50 GTEX 1 50 100 1.0 0.001 25 3092 -46 2297.842476301313 2274.1784835061194 50 GTEX 1 50 100 1.0 0.001 25 3092 -47 2297.2727499502794 2272.668690032379 50 GTEX 1 50 100 1.0 0.001 25 3092 -48 2296.236222340185 2272.2863138293133 50 GTEX 1 50 100 1.0 0.001 25 3092 -49 2296.297632024194 2272.9906024425204 50 GTEX 1 50 100 1.0 0.001 25 3092 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 644df2e2b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3476.473270972729 3199.121768617811 100 GTEX 1 100 100 0.5 0.0025 25 1897 -1 2600.515863286614 2616.0060645273884 100 GTEX 1 100 100 0.5 0.0025 25 1897 -2 2509.774100782653 2496.0418752227897 100 GTEX 1 100 100 0.5 0.0025 25 1897 -3 2465.9122305298174 2456.192738348087 100 GTEX 1 100 100 0.5 0.0025 25 1897 -4 2437.051270923834 2444.8174988489186 100 GTEX 1 100 100 0.5 0.0025 25 1897 -5 2418.633137874698 2412.0727371970056 100 GTEX 1 100 100 0.5 0.0025 25 1897 -6 2405.706941222016 2399.2950453377493 100 GTEX 1 100 100 0.5 0.0025 25 1897 -7 2393.7509666854685 2388.812643885159 100 GTEX 1 100 100 0.5 0.0025 25 1897 -8 2383.777755954896 2381.2494634475997 100 GTEX 1 100 100 0.5 0.0025 25 1897 -9 2376.2804845171468 2374.6268148095887 100 GTEX 1 100 100 0.5 0.0025 25 1897 -10 2368.3117674749706 2365.219835172588 100 GTEX 1 100 100 0.5 0.0025 25 1897 -11 2363.188444765163 2359.5769859865136 100 GTEX 1 100 100 0.5 0.0025 25 1897 -12 2355.080020229605 2360.9061803781487 100 GTEX 1 100 100 0.5 0.0025 25 1897 -13 2350.6218570408228 2352.5829159116565 100 GTEX 1 100 100 0.5 0.0025 25 1897 -14 2346.336800902147 2344.3025923464234 100 GTEX 1 100 100 0.5 0.0025 25 1897 -15 2342.04486021447 2344.8855788082224 100 GTEX 1 100 100 0.5 0.0025 25 1897 -16 2338.440454109299 2341.1139635441423 100 GTEX 1 100 100 0.5 0.0025 25 1897 -17 2335.1859844300843 2334.368354362227 100 GTEX 1 100 100 0.5 0.0025 25 1897 -18 2333.3323607508732 2340.270129997921 100 GTEX 1 100 100 0.5 0.0025 25 1897 -19 2329.726789207535 2329.6739098146386 100 GTEX 1 100 100 0.5 0.0025 25 1897 -20 2326.5855762275783 2325.5898845948195 100 GTEX 1 100 100 0.5 0.0025 25 1897 -21 2324.1251049853686 2330.6831917998456 100 GTEX 1 100 100 0.5 0.0025 25 1897 -22 2322.470497873576 2322.2604117157794 100 GTEX 1 100 100 0.5 0.0025 25 1897 -23 2320.920547299996 2319.443285111692 100 GTEX 1 100 100 0.5 0.0025 25 1897 -24 2319.105314559993 2319.237501485266 100 GTEX 1 100 100 0.5 0.0025 25 1897 -25 2316.5594794334925 2316.4573320163972 100 GTEX 1 100 100 0.5 0.0025 25 1897 -26 2315.789597974378 2315.3778674919795 100 GTEX 1 100 100 0.5 0.0025 25 1897 -27 2313.8012779125434 2315.454085781547 100 GTEX 1 100 100 0.5 0.0025 25 1897 -28 2312.4288569525224 2311.8625766768655 100 GTEX 1 100 100 0.5 0.0025 25 1897 -29 2310.3959994462675 2312.5959853255704 100 GTEX 1 100 100 0.5 0.0025 25 1897 -30 2309.9136029988217 2315.55233520972 100 GTEX 1 100 100 0.5 0.0025 25 1897 -31 2308.7590932131848 2309.0977388679303 100 GTEX 1 100 100 0.5 0.0025 25 1897 -32 2307.8460866787673 2308.7981866756772 100 GTEX 1 100 100 0.5 0.0025 25 1897 -33 2305.8573910576297 2306.593451090185 100 GTEX 1 100 100 0.5 0.0025 25 1897 -34 2305.835938118926 2308.887753794855 100 GTEX 1 100 100 0.5 0.0025 25 1897 -35 2304.1752717705253 2305.227394249049 100 GTEX 1 100 100 0.5 0.0025 25 1897 -36 2303.7748072869904 2303.867587593572 100 GTEX 1 100 100 0.5 0.0025 25 1897 -37 2302.739328937444 2302.004838254515 100 GTEX 1 100 100 0.5 0.0025 25 1897 -38 2301.2948503890157 2302.795540117039 100 GTEX 1 100 100 0.5 0.0025 25 1897 -39 2300.9145463714003 2301.029800937203 100 GTEX 1 100 100 0.5 0.0025 25 1897 -40 2300.0899976563323 2299.453504671162 100 GTEX 1 100 100 0.5 0.0025 25 1897 -41 2299.830857482117 2302.4533756386645 100 GTEX 1 100 100 0.5 0.0025 25 1897 -42 2299.138768453287 2300.0457703332936 100 GTEX 1 100 100 0.5 0.0025 25 1897 -43 2297.9602298609643 2306.623526801628 100 GTEX 1 100 100 0.5 0.0025 25 1897 -44 2297.7598300706977 2297.418769865435 100 GTEX 1 100 100 0.5 0.0025 25 1897 -45 2296.9069285752894 2298.6279120499644 100 GTEX 1 100 100 0.5 0.0025 25 1897 -46 2295.996357747843 2300.19209411389 100 GTEX 1 100 100 0.5 0.0025 25 1897 -47 2296.030584551105 2300.857976993227 100 GTEX 1 100 100 0.5 0.0025 25 1897 -48 2295.6206730606564 2296.1726380554896 100 GTEX 1 100 100 0.5 0.0025 25 1897 -49 2294.3117331503513 2297.4735706169795 100 GTEX 1 100 100 0.5 0.0025 25 1897 -50 2294.7776169285826 2296.3670593957936 100 GTEX 1 100 100 0.5 0.0025 25 1897 -51 2293.760093114363 2294.63954539716 100 GTEX 1 100 100 0.5 0.0025 25 1897 -52 2293.7895691943068 2294.2765435628567 100 GTEX 1 100 100 0.5 0.0025 25 1897 -53 2292.89840392325 2295.6209749287073 100 GTEX 1 100 100 0.5 0.0025 25 1897 -54 2292.2236140899804 2295.2186116845887 100 GTEX 1 100 100 0.5 0.0025 25 1897 -55 2291.8957040637047 2292.7724702204137 100 GTEX 1 100 100 0.5 0.0025 25 1897 -56 2291.4118669622108 2293.3807572629516 100 GTEX 1 100 100 0.5 0.0025 25 1897 -57 2291.2422175695015 2292.2895712036598 100 GTEX 1 100 100 0.5 0.0025 25 1897 -58 2290.6309613173144 2293.347918956452 100 GTEX 1 100 100 0.5 0.0025 25 1897 -59 2290.529834618774 2291.5575995499644 100 GTEX 1 100 100 0.5 0.0025 25 1897 -60 2289.9533767482603 2295.5583291869652 100 GTEX 1 100 100 0.5 0.0025 25 1897 -61 2289.9252991064354 2291.5774417775665 100 GTEX 1 100 100 0.5 0.0025 25 1897 -62 2289.520813639443 2293.9711849082105 100 GTEX 1 100 100 0.5 0.0025 25 1897 -63 2289.333000127499 2292.1608821738355 100 GTEX 1 100 100 0.5 0.0025 25 1897 -64 2289.249825437003 2290.05875898586 100 GTEX 1 100 100 0.5 0.0025 25 1897 -65 2289.2617079187903 2290.3267316346837 100 GTEX 1 100 100 0.5 0.0025 25 1897 -66 2288.904076279362 2288.8968343408387 100 GTEX 1 100 100 0.5 0.0025 25 1897 -67 2287.211021467664 2288.9983262906962 100 GTEX 1 100 100 0.5 0.0025 25 1897 -68 2288.0877638740576 2289.360240167538 100 GTEX 1 100 100 0.5 0.0025 25 1897 -69 2287.719067586542 2294.721834712155 100 GTEX 1 100 100 0.5 0.0025 25 1897 -70 2287.796985478339 2289.0388805548955 100 GTEX 1 100 100 0.5 0.0025 25 1897 -71 2286.9277156266917 2289.276645674905 100 GTEX 1 100 100 0.5 0.0025 25 1897 -72 2286.844118286919 2289.273648222136 100 GTEX 1 100 100 0.5 0.0025 25 1897 -73 2286.6045469366863 2288.1271619905538 100 GTEX 1 100 100 0.5 0.0025 25 1897 -74 2286.3488757152722 2288.683137958947 100 GTEX 1 100 100 0.5 0.0025 25 1897 -75 2286.352435804967 2288.009110251307 100 GTEX 1 100 100 0.5 0.0025 25 1897 -76 2286.172537766881 2287.155973369178 100 GTEX 1 100 100 0.5 0.0025 25 1897 -77 2286.130643550252 2288.997898348384 100 GTEX 1 100 100 0.5 0.0025 25 1897 -78 2286.204515753118 2286.2263471364067 100 GTEX 1 100 100 0.5 0.0025 25 1897 -79 2285.1919860549724 2286.8596432762 100 GTEX 1 100 100 0.5 0.0025 25 1897 -80 2284.892686591829 2290.531093118762 100 GTEX 1 100 100 0.5 0.0025 25 1897 -81 2284.646613936899 2286.9740291929065 100 GTEX 1 100 100 0.5 0.0025 25 1897 -82 2285.0253923786245 2287.890850574798 100 GTEX 1 100 100 0.5 0.0025 25 1897 -83 2284.8988357274775 2287.168855268239 100 GTEX 1 100 100 0.5 0.0025 25 1897 -84 2284.3420562566844 2288.195922387417 100 GTEX 1 100 100 0.5 0.0025 25 1897 -85 2284.2936499299376 2286.0340404437975 100 GTEX 1 100 100 0.5 0.0025 25 1897 -86 2283.6799027831876 2286.7000681365853 100 GTEX 1 100 100 0.5 0.0025 25 1897 -87 2284.5358525936313 2285.7264158299668 100 GTEX 1 100 100 0.5 0.0025 25 1897 -88 2284.023388192207 2285.276180600939 100 GTEX 1 100 100 0.5 0.0025 25 1897 -89 2283.9078689306025 2285.6281831110387 100 GTEX 1 100 100 0.5 0.0025 25 1897 -90 2283.665529819455 2285.629495715007 100 GTEX 1 100 100 0.5 0.0025 25 1897 -91 2283.212482829954 2285.898490412607 100 GTEX 1 100 100 0.5 0.0025 25 1897 -92 2283.667398538385 2287.1208329001306 100 GTEX 1 100 100 0.5 0.0025 25 1897 -93 2283.7040982099825 2285.044855966314 100 GTEX 1 100 100 0.5 0.0025 25 1897 -94 2283.601520284071 2285.6799121465065 100 GTEX 1 100 100 0.5 0.0025 25 1897 -95 2283.349493790519 2284.931162554955 100 GTEX 1 100 100 0.5 0.0025 25 1897 -96 2282.7214274234675 2284.3273638010933 100 GTEX 1 100 100 0.5 0.0025 25 1897 -97 2283.926880772519 2286.2905533359076 100 GTEX 1 100 100 0.5 0.0025 25 1897 -98 2283.194018557266 2287.4855325793133 100 GTEX 1 100 100 0.5 0.0025 25 1897 -99 2282.7050650501824 2284.813174867811 100 GTEX 1 100 100 0.5 0.0025 25 1897 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 3c2924316..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3459.471440085668 3129.398044832759 100 GTEX 1 100 100 0.0 0.0025 25 1270 -1 2599.6684381024215 2610.4787291320104 100 GTEX 1 100 100 0.0 0.0025 25 1270 -2 2508.7487710703135 2518.6934160007722 100 GTEX 1 100 100 0.0 0.0025 25 1270 -3 2465.940758621024 2470.4895650769367 100 GTEX 1 100 100 0.0 0.0025 25 1270 -4 2438.9980414336064 2430.4500356463877 100 GTEX 1 100 100 0.0 0.0025 25 1270 -5 2422.0329064787966 2428.2739759089827 100 GTEX 1 100 100 0.0 0.0025 25 1270 -6 2408.5089398484124 2402.8994762580205 100 GTEX 1 100 100 0.0 0.0025 25 1270 -7 2396.6980816019213 2385.9524287814875 100 GTEX 1 100 100 0.0 0.0025 25 1270 -8 2384.1457740539504 2388.838012231167 100 GTEX 1 100 100 0.0 0.0025 25 1270 -9 2376.037591931182 2374.403597871614 100 GTEX 1 100 100 0.0 0.0025 25 1270 -10 2368.7179835629686 2365.853738414924 100 GTEX 1 100 100 0.0 0.0025 25 1270 -11 2362.8568508123612 2358.4467810569154 100 GTEX 1 100 100 0.0 0.0025 25 1270 -12 2356.872201034886 2354.6116771625475 100 GTEX 1 100 100 0.0 0.0025 25 1270 -13 2352.8936269987194 2348.9415742707342 100 GTEX 1 100 100 0.0 0.0025 25 1270 -14 2346.846284786751 2343.2545198505823 100 GTEX 1 100 100 0.0 0.0025 25 1270 -15 2342.6845510226312 2348.139959415102 100 GTEX 1 100 100 0.0 0.0025 25 1270 -16 2339.1814187399323 2340.267015580442 100 GTEX 1 100 100 0.0 0.0025 25 1270 -17 2335.8935425668606 2336.443723265209 100 GTEX 1 100 100 0.0 0.0025 25 1270 -18 2333.6912491200933 2329.3132157126306 100 GTEX 1 100 100 0.0 0.0025 25 1270 -19 2330.1857155324087 2329.9962144278757 100 GTEX 1 100 100 0.0 0.0025 25 1270 -20 2328.0937279765403 2327.7975099512832 100 GTEX 1 100 100 0.0 0.0025 25 1270 -21 2325.215832897334 2324.677455887595 100 GTEX 1 100 100 0.0 0.0025 25 1270 -22 2323.2346257167164 2322.5185054880585 100 GTEX 1 100 100 0.0 0.0025 25 1270 -23 2321.5472930331184 2323.0580488429778 100 GTEX 1 100 100 0.0 0.0025 25 1270 -24 2319.46387378938 2320.436601413973 100 GTEX 1 100 100 0.0 0.0025 25 1270 -25 2317.7911570238643 2319.1102578050736 100 GTEX 1 100 100 0.0 0.0025 25 1270 -26 2316.361797374267 2317.3509488994177 100 GTEX 1 100 100 0.0 0.0025 25 1270 -27 2315.0192783412526 2316.1502699471243 100 GTEX 1 100 100 0.0 0.0025 25 1270 -28 2312.8789160238775 2313.718001797172 100 GTEX 1 100 100 0.0 0.0025 25 1270 -29 2312.329176684676 2313.3482865598266 100 GTEX 1 100 100 0.0 0.0025 25 1270 -30 2310.667393973804 2310.7586293963877 100 GTEX 1 100 100 0.0 0.0025 25 1270 -31 2309.0989014522897 2310.0363713833767 100 GTEX 1 100 100 0.0 0.0025 25 1270 -32 2307.884621802008 2309.0109983959123 100 GTEX 1 100 100 0.0 0.0025 25 1270 -33 2306.473716960684 2309.086306031666 100 GTEX 1 100 100 0.0 0.0025 25 1270 -34 2305.6614473559885 2306.3368490821053 100 GTEX 1 100 100 0.0 0.0025 25 1270 -35 2304.8562263931203 2304.9153026972435 100 GTEX 1 100 100 0.0 0.0025 25 1270 -36 2304.4621172766256 2306.795441718156 100 GTEX 1 100 100 0.0 0.0025 25 1270 -37 2303.89792371383 2305.473168666825 100 GTEX 1 100 100 0.0 0.0025 25 1270 -38 2302.4770095194986 2304.2730745380823 100 GTEX 1 100 100 0.0 0.0025 25 1270 -39 2301.0200722431373 2301.6296952976472 100 GTEX 1 100 100 0.0 0.0025 25 1270 -40 2301.4863179127165 2300.561066718156 100 GTEX 1 100 100 0.0 0.0025 25 1270 -41 2300.590599897382 2299.3710733275902 100 GTEX 1 100 100 0.0 0.0025 25 1270 -42 2299.1360926029233 2299.9980264525902 100 GTEX 1 100 100 0.0 0.0025 25 1270 -43 2299.093669591162 2300.5933229859793 100 GTEX 1 100 100 0.0 0.0025 25 1270 -44 2298.0278083573203 2297.631780240019 100 GTEX 1 100 100 0.0 0.0025 25 1270 -45 2297.5449861143893 2298.133093772279 100 GTEX 1 100 100 0.0 0.0025 25 1270 -46 2297.0196451324337 2300.6766259951282 100 GTEX 1 100 100 0.0 0.0025 25 1270 -47 2296.642830285878 2296.061215244772 100 GTEX 1 100 100 0.0 0.0025 25 1270 -48 2295.596455249361 2297.8847164255585 100 GTEX 1 100 100 0.0 0.0025 25 1270 -49 2295.4863332569303 2295.6022856389613 100 GTEX 1 100 100 0.0 0.0025 25 1270 -50 2294.794794144091 2294.5694111290995 100 GTEX 1 100 100 0.0 0.0025 25 1270 -51 2294.26853872436 2300.1285581407437 100 GTEX 1 100 100 0.0 0.0025 25 1270 -52 2294.014442128743 2294.2882799503923 100 GTEX 1 100 100 0.0 0.0025 25 1270 -53 2292.9757185940307 2293.302134698788 100 GTEX 1 100 100 0.0 0.0025 25 1270 -54 2292.7468701414286 2293.165683296697 100 GTEX 1 100 100 0.0 0.0025 25 1270 -55 2293.1829006041544 2293.292225188629 100 GTEX 1 100 100 0.0 0.0025 25 1270 -56 2291.457092575278 2292.087094151022 100 GTEX 1 100 100 0.0 0.0025 25 1270 -57 2291.375170668919 2291.482732852602 100 GTEX 1 100 100 0.0 0.0025 25 1270 -58 2291.492718409797 2292.6622801806084 100 GTEX 1 100 100 0.0 0.0025 25 1270 -59 2290.536443822951 2291.2793024447483 100 GTEX 1 100 100 0.0 0.0025 25 1270 -60 2290.071193206294 2290.0808012639613 100 GTEX 1 100 100 0.0 0.0025 25 1270 -61 2290.0972265862256 2290.294933014496 100 GTEX 1 100 100 0.0 0.0025 25 1270 -62 2289.3479711029513 2293.9728279838996 100 GTEX 1 100 100 0.0 0.0025 25 1270 -63 2289.6873229870866 2290.9303020288735 100 GTEX 1 100 100 0.0 0.0025 25 1270 -64 2289.7197099030677 2292.0037744326282 100 GTEX 1 100 100 0.0 0.0025 25 1270 -65 2288.9773022458357 2291.626286611811 100 GTEX 1 100 100 0.0 0.0025 25 1270 -66 2288.191281484779 2288.464532772398 100 GTEX 1 100 100 0.0 0.0025 25 1270 -67 2288.142921371194 2288.918113563451 100 GTEX 1 100 100 0.0 0.0025 25 1270 -68 2287.9746524677416 2289.20229974899 100 GTEX 1 100 100 0.0 0.0025 25 1270 -69 2287.627038614191 2289.3035419884745 100 GTEX 1 100 100 0.0 0.0025 25 1270 -70 2287.1846826218293 2288.27774291528 100 GTEX 1 100 100 0.0 0.0025 25 1270 -71 2286.9432769804403 2287.904061088997 100 GTEX 1 100 100 0.0 0.0025 25 1270 -72 2286.6664622318813 2290.7063248202826 100 GTEX 1 100 100 0.0 0.0025 25 1270 -73 2287.5122830302385 2286.765436556856 100 GTEX 1 100 100 0.0 0.0025 25 1270 -74 2286.515403630704 2288.7665282274834 100 GTEX 1 100 100 0.0 0.0025 25 1270 -75 2287.002513665892 2286.4174813970412 100 GTEX 1 100 100 0.0 0.0025 25 1270 -76 2286.0097171166535 2290.320747868643 100 GTEX 1 100 100 0.0 0.0025 25 1270 -77 2286.315523068001 2285.935724178648 100 GTEX 1 100 100 0.0 0.0025 25 1270 -78 2285.4784134248 2286.1508909740373 100 GTEX 1 100 100 0.0 0.0025 25 1270 -79 2285.65990027241 2285.8860299578187 100 GTEX 1 100 100 0.0 0.0025 25 1270 -80 2285.285904892901 2286.6171280893536 100 GTEX 1 100 100 0.0 0.0025 25 1270 -81 2285.0558056160958 2287.3735862122744 100 GTEX 1 100 100 0.0 0.0025 25 1270 -82 2285.378214342007 2286.637376908567 100 GTEX 1 100 100 0.0 0.0025 25 1270 -83 2284.3131278749124 2286.735517726652 100 GTEX 1 100 100 0.0 0.0025 25 1270 -84 2284.923317304518 2285.7068678707224 100 GTEX 1 100 100 0.0 0.0025 25 1270 -85 2285.44702377956 2285.746726844701 100 GTEX 1 100 100 0.0 0.0025 25 1270 -86 2284.0583651598977 2285.392322844879 100 GTEX 1 100 100 0.0 0.0025 25 1270 -87 2284.261069341611 2286.2544223799905 100 GTEX 1 100 100 0.0 0.0025 25 1270 -88 2283.911932465241 2286.0722721230395 100 GTEX 1 100 100 0.0 0.0025 25 1270 -89 2283.5446708488203 2289.0332894560956 100 GTEX 1 100 100 0.0 0.0025 25 1270 -90 2283.9918098002436 2284.5507868197483 100 GTEX 1 100 100 0.0 0.0025 25 1270 -91 2284.1155706582736 2285.73249056856 100 GTEX 1 100 100 0.0 0.0025 25 1270 -92 2283.4479056721293 2285.770035312203 100 GTEX 1 100 100 0.0 0.0025 25 1270 -93 2283.460728792904 2284.7216295597673 100 GTEX 1 100 100 0.0 0.0025 25 1270 -94 2283.065247001096 2284.295621806678 100 GTEX 1 100 100 0.0 0.0025 25 1270 -95 2283.34831628329 2285.100633280359 100 GTEX 1 100 100 0.0 0.0025 25 1270 -96 2283.646758971955 2285.211792456333 100 GTEX 1 100 100 0.0 0.0025 25 1270 -97 2283.2894121933427 2284.643257634268 100 GTEX 1 100 100 0.0 0.0025 25 1270 -98 2283.505395463972 2283.917764525903 100 GTEX 1 100 100 0.0 0.0025 25 1270 -99 2282.657494892827 2285.35637661894 100 GTEX 1 100 100 0.0 0.0025 25 1270 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index ea56b4d52..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3473.1565967276542 3024.623746806678 100 GTEX 1 100 100 1.0 0.0025 25 5257 -1 2596.878782980518 2591.5831786181084 100 GTEX 1 100 100 1.0 0.0025 25 5257 -2 2506.9689106629444 2572.703164916528 100 GTEX 1 100 100 1.0 0.0025 25 5257 -3 2463.8891801681993 2471.7778394575807 100 GTEX 1 100 100 1.0 0.0025 25 5257 -4 2435.063546862209 2444.181507879337 100 GTEX 1 100 100 1.0 0.0025 25 5257 -5 2415.114820390691 2419.7890504322127 100 GTEX 1 100 100 1.0 0.0025 25 5257 -6 2399.951163029512 2416.494193537607 100 GTEX 1 100 100 1.0 0.0025 25 5257 -7 2391.0364989073887 2400.5790078050736 100 GTEX 1 100 100 1.0 0.0025 25 5257 -8 2381.1261043965633 2394.6035462586146 100 GTEX 1 100 100 1.0 0.0025 25 5257 -9 2372.9224997544925 2380.1805916557746 100 GTEX 1 100 100 1.0 0.0025 25 5257 -10 2366.333373649503 2377.8007738236693 100 GTEX 1 100 100 1.0 0.0025 25 5257 -11 2359.370434103539 2376.01325228731 100 GTEX 1 100 100 1.0 0.0025 25 5257 -12 2352.505331018274 2367.143379240435 100 GTEX 1 100 100 1.0 0.0025 25 5257 -13 2348.2571724270824 2362.7427509728495 100 GTEX 1 100 100 1.0 0.0025 25 5257 -14 2343.8686615244897 2359.1981772071053 100 GTEX 1 100 100 1.0 0.0025 25 5257 -15 2339.2760775300058 2358.150854770675 100 GTEX 1 100 100 1.0 0.0025 25 5257 -16 2335.96477860801 2353.0832454550855 100 GTEX 1 100 100 1.0 0.0025 25 5257 -17 2332.79342492445 2348.363323951402 100 GTEX 1 100 100 1.0 0.0025 25 5257 -18 2330.009848148503 2345.851249665815 100 GTEX 1 100 100 1.0 0.0025 25 5257 -19 2327.8081573296136 2349.8860485236455 100 GTEX 1 100 100 1.0 0.0025 25 5257 -20 2325.706542143515 2340.529342361276 100 GTEX 1 100 100 1.0 0.0025 25 5257 -21 2322.1033338411967 2338.3912497400784 100 GTEX 1 100 100 1.0 0.0025 25 5257 -22 2320.9187178828843 2335.6484644204493 100 GTEX 1 100 100 1.0 0.0025 25 5257 -23 2318.233209974451 2333.523003059648 100 GTEX 1 100 100 1.0 0.0025 25 5257 -24 2316.3698270142336 2334.6053053707224 100 GTEX 1 100 100 1.0 0.0025 25 5257 -25 2313.9615148550556 2331.8639960343394 100 GTEX 1 100 100 1.0 0.0025 25 5257 -26 2313.5242941713236 2329.685936757367 100 GTEX 1 100 100 1.0 0.0025 25 5257 -27 2312.93684161718 2332.661532906072 100 GTEX 1 100 100 1.0 0.0025 25 5257 -28 2310.823307174758 2325.824829565708 100 GTEX 1 100 100 1.0 0.0025 25 5257 -29 2309.277084265161 2328.141699961383 100 GTEX 1 100 100 1.0 0.0025 25 5257 -30 2307.463241943024 2324.2399419632247 100 GTEX 1 100 100 1.0 0.0025 25 5257 -31 2306.4525267046056 2323.8717314861574 100 GTEX 1 100 100 1.0 0.0025 25 5257 -32 2305.6971074377607 2322.878747512179 100 GTEX 1 100 100 1.0 0.0025 25 5257 -33 2304.6804057639365 2319.313200859969 100 GTEX 1 100 100 1.0 0.0025 25 5257 -34 2303.665887120433 2318.6823563376306 100 GTEX 1 100 100 1.0 0.0025 25 5257 -35 2303.2830833111893 2319.498224178648 100 GTEX 1 100 100 1.0 0.0025 25 5257 -36 2302.3154288880537 2317.5116890446766 100 GTEX 1 100 100 1.0 0.0025 25 5257 -37 2300.8275491148943 2316.8958884119534 100 GTEX 1 100 100 1.0 0.0025 25 5257 -38 2299.8602847958286 2318.29551319659 100 GTEX 1 100 100 1.0 0.0025 25 5257 -39 2299.1447448311405 2318.3739064727897 100 GTEX 1 100 100 1.0 0.0025 25 5257 -40 2298.284746649752 2314.5150113994177 100 GTEX 1 100 100 1.0 0.0025 25 5257 -41 2297.6064657628554 2315.7744400546576 100 GTEX 1 100 100 1.0 0.0025 25 5257 -42 2297.3089368414626 2313.286268343037 100 GTEX 1 100 100 1.0 0.0025 25 5257 -43 2296.7133455358085 2312.2521694168845 100 GTEX 1 100 100 1.0 0.0025 25 5257 -44 2295.411154500708 2313.2772759847317 100 GTEX 1 100 100 1.0 0.0025 25 5257 -45 2295.692572771288 2313.254581117811 100 GTEX 1 100 100 1.0 0.0025 25 5257 -46 2294.936475419137 2311.377717108781 100 GTEX 1 100 100 1.0 0.0025 25 5257 -47 2294.2114644383532 2309.999235087928 100 GTEX 1 100 100 1.0 0.0025 25 5257 -48 2293.740360790691 2310.0414417107295 100 GTEX 1 100 100 1.0 0.0025 25 5257 -49 2293.4246084620836 2309.406846891338 100 GTEX 1 100 100 1.0 0.0025 25 5257 -50 2292.0936267563065 2308.446570334779 100 GTEX 1 100 100 1.0 0.0025 25 5257 -51 2292.711979436587 2309.8567173018655 100 GTEX 1 100 100 1.0 0.0025 25 5257 -52 2291.3341430006453 2311.136452330383 100 GTEX 1 100 100 1.0 0.0025 25 5257 -53 2291.3886379887867 2308.157539396685 100 GTEX 1 100 100 1.0 0.0025 25 5257 -54 2291.278188945399 2308.399803944867 100 GTEX 1 100 100 1.0 0.0025 25 5257 -55 2290.1128470216445 2314.686024016754 100 GTEX 1 100 100 1.0 0.0025 25 5257 -56 2289.94267512622 2306.6563363310956 100 GTEX 1 100 100 1.0 0.0025 25 5257 -57 2289.2121041244422 2306.7569826075332 100 GTEX 1 100 100 1.0 0.0025 25 5257 -58 2289.141453922796 2306.7536268343038 100 GTEX 1 100 100 1.0 0.0025 25 5257 -59 2288.3774697479153 2307.645929256773 100 GTEX 1 100 100 1.0 0.0025 25 5257 -60 2288.6369472111596 2305.49345276111 100 GTEX 1 100 100 1.0 0.0025 25 5257 -61 2288.7393222066207 2304.819736959363 100 GTEX 1 100 100 1.0 0.0025 25 5257 -62 2287.8059227994695 2305.827028687916 100 GTEX 1 100 100 1.0 0.0025 25 5257 -63 2288.0341378068224 2303.847123410765 100 GTEX 1 100 100 1.0 0.0025 25 5257 -64 2287.261429943529 2305.2121145734313 100 GTEX 1 100 100 1.0 0.0025 25 5257 -65 2287.5254241243842 2305.729505183579 100 GTEX 1 100 100 1.0 0.0025 25 5257 -66 2286.9418981932304 2304.1715547394842 100 GTEX 1 100 100 1.0 0.0025 25 5257 -67 2286.5933344425866 2303.006472047291 100 GTEX 1 100 100 1.0 0.0025 25 5257 -68 2286.591016692648 2305.2199660616684 100 GTEX 1 100 100 1.0 0.0025 25 5257 -69 2286.273077517008 2302.401553774061 100 GTEX 1 100 100 1.0 0.0025 25 5257 -70 2285.358456771301 2303.1135931558933 100 GTEX 1 100 100 1.0 0.0025 25 5257 -71 2285.386796992596 2304.9399237687144 100 GTEX 1 100 100 1.0 0.0025 25 5257 -72 2285.002782873031 2304.5139299399953 100 GTEX 1 100 100 1.0 0.0025 25 5257 -73 2285.3668896417325 2300.6672641768655 100 GTEX 1 100 100 1.0 0.0025 25 5257 -74 2285.6279325242454 2300.5011185910766 100 GTEX 1 100 100 1.0 0.0025 25 5257 -75 2284.6509164802324 2303.2422840423005 100 GTEX 1 100 100 1.0 0.0025 25 5257 -76 2285.0289714745136 2301.383943158864 100 GTEX 1 100 100 1.0 0.0025 25 5257 -77 2284.157029176597 2301.865444168845 100 GTEX 1 100 100 1.0 0.0025 25 5257 -78 2284.3202768085853 2299.917713469879 100 GTEX 1 100 100 1.0 0.0025 25 5257 -79 2283.425866120265 2300.2360598488 100 GTEX 1 100 100 1.0 0.0025 25 5257 -80 2283.745496047743 2300.0495559054184 100 GTEX 1 100 100 1.0 0.0025 25 5257 -81 2283.2263929657793 2301.271694168845 100 GTEX 1 100 100 1.0 0.0025 25 5257 -82 2283.7946563040528 2307.6748891620127 100 GTEX 1 100 100 1.0 0.0025 25 5257 -83 2284.038575301871 2300.839109471542 100 GTEX 1 100 100 1.0 0.0025 25 5257 -84 2283.031251702047 2300.7853354102303 100 GTEX 1 100 100 1.0 0.0025 25 5257 -85 2282.1220895507918 2300.8034398764257 100 GTEX 1 100 100 1.0 0.0025 25 5257 -86 2282.3519437070054 2298.858942416231 100 GTEX 1 100 100 1.0 0.0025 25 5257 -87 2282.775604360872 2299.2924544765924 100 GTEX 1 100 100 1.0 0.0025 25 5257 -88 2282.192670149021 2300.4903179212215 100 GTEX 1 100 100 1.0 0.0025 25 5257 -89 2282.1283678099335 2300.0358162651496 100 GTEX 1 100 100 1.0 0.0025 25 5257 -90 2281.73644280688 2297.2062607681796 100 GTEX 1 100 100 1.0 0.0025 25 5257 -91 2281.7909431074722 2298.571718861395 100 GTEX 1 100 100 1.0 0.0025 25 5257 -92 2281.683465761205 2300.7488071456155 100 GTEX 1 100 100 1.0 0.0025 25 5257 -93 2281.5638633398416 2300.454932383258 100 GTEX 1 100 100 1.0 0.0025 25 5257 -94 2281.170594441547 2300.709228515625 100 GTEX 1 100 100 1.0 0.0025 25 5257 -95 2282.412295181824 2303.9830809618584 100 GTEX 1 100 100 1.0 0.0025 25 5257 -96 2281.6561865342687 2298.993406346542 100 GTEX 1 100 100 1.0 0.0025 25 5257 -97 2282.051337535774 2300.353736558341 100 GTEX 1 100 100 1.0 0.0025 25 5257 -98 2280.746133077607 2303.300207565946 100 GTEX 1 100 100 1.0 0.0025 25 5257 -99 2280.9102278391388 2298.6699172335434 100 GTEX 1 100 100 1.0 0.0025 25 5257 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 330d68201..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3480.903531314781 3237.3163496242278 100 GTEX 1 50 100 0.5 0.0025 25 8606 -1 2608.255404386826 2557.935405774715 100 GTEX 1 50 100 0.5 0.0025 25 8606 -2 2503.953717028766 2481.2378542359793 100 GTEX 1 50 100 0.5 0.0025 25 8606 -3 2461.874168472556 2455.5085356389613 100 GTEX 1 50 100 0.5 0.0025 25 8606 -4 2441.4656551107632 2431.1207224334603 100 GTEX 1 50 100 0.5 0.0025 25 8606 -5 2420.484983688198 2403.8779798152327 100 GTEX 1 50 100 0.5 0.0025 25 8606 -6 2403.867950971343 2405.3371080753923 100 GTEX 1 50 100 0.5 0.0025 25 8606 -7 2393.4351237615288 2377.566927021447 100 GTEX 1 50 100 0.5 0.0025 25 8606 -8 2385.0239473663037 2371.821920300618 100 GTEX 1 50 100 0.5 0.0025 25 8606 -9 2374.967626365145 2373.071322480989 100 GTEX 1 50 100 0.5 0.0025 25 8606 -10 2367.385613889242 2358.2542014466494 100 GTEX 1 50 100 0.5 0.0025 25 8606 -11 2362.487935940718 2352.5910598116684 100 GTEX 1 50 100 0.5 0.0025 25 8606 -12 2355.2980873991974 2341.4047146061075 100 GTEX 1 50 100 0.5 0.0025 25 8606 -13 2349.9685574107757 2344.965822169083 100 GTEX 1 50 100 0.5 0.0025 25 8606 -14 2346.612049741454 2339.2239372920626 100 GTEX 1 50 100 0.5 0.0025 25 8606 -15 2342.103849148894 2332.9238559737405 100 GTEX 1 50 100 0.5 0.0025 25 8606 -16 2338.898535548237 2328.2391965452707 100 GTEX 1 50 100 0.5 0.0025 25 8606 -17 2335.2978630900016 2332.4926822792895 100 GTEX 1 50 100 0.5 0.0025 25 8606 -18 2333.7240297247595 2322.1425484196766 100 GTEX 1 50 100 0.5 0.0025 25 8606 -19 2329.8321470407896 2320.1027367885576 100 GTEX 1 50 100 0.5 0.0025 25 8606 -20 2327.7028229381917 2316.0996576461503 100 GTEX 1 50 100 0.5 0.0025 25 8606 -21 2324.4383789526696 2314.4973135248338 100 GTEX 1 50 100 0.5 0.0025 25 8606 -22 2322.6945908061803 2313.6977130614305 100 GTEX 1 50 100 0.5 0.0025 25 8606 -23 2321.018863763806 2312.219822176509 100 GTEX 1 50 100 0.5 0.0025 25 8606 -24 2320.041498181182 2310.6177583991803 100 GTEX 1 50 100 0.5 0.0025 25 8606 -25 2318.2220780954976 2308.7876264332817 100 GTEX 1 50 100 0.5 0.0025 25 8606 -26 2315.6756407021594 2310.51133350909 100 GTEX 1 50 100 0.5 0.0025 25 8606 -27 2314.2437542602756 2305.203879700867 100 GTEX 1 50 100 0.5 0.0025 25 8606 -28 2313.1488563325647 2302.9757576713996 100 GTEX 1 50 100 0.5 0.0025 25 8606 -29 2311.854663862174 2303.864233676925 100 GTEX 1 50 100 0.5 0.0025 25 8606 -30 2310.6995211986373 2299.2741662087096 100 GTEX 1 50 100 0.5 0.0025 25 8606 -31 2309.861184482528 2301.34829584274 100 GTEX 1 50 100 0.5 0.0025 25 8606 -32 2308.592956949139 2299.3750501277327 100 GTEX 1 50 100 0.5 0.0025 25 8606 -33 2307.4678996210932 2298.332028465126 100 GTEX 1 50 100 0.5 0.0025 25 8606 -34 2306.7437600111325 2299.2426163706036 100 GTEX 1 50 100 0.5 0.0025 25 8606 -35 2304.9364734076266 2295.457209481939 100 GTEX 1 50 100 0.5 0.0025 25 8606 -36 2304.708443123977 2296.6372803662666 100 GTEX 1 50 100 0.5 0.0025 25 8606 -37 2303.6558844466717 2294.1839344329255 100 GTEX 1 50 100 0.5 0.0025 25 8606 -38 2303.337794871948 2293.2222199530656 100 GTEX 1 50 100 0.5 0.0025 25 8606 -39 2301.756250201151 2293.8782248841494 100 GTEX 1 50 100 0.5 0.0025 25 8606 -40 2300.813876311505 2291.554965059114 100 GTEX 1 50 100 0.5 0.0025 25 8606 -41 2300.6775207164937 2293.6391035304778 100 GTEX 1 50 100 0.5 0.0025 25 8606 -42 2299.65129397368 2291.7987232280775 100 GTEX 1 50 100 0.5 0.0025 25 8606 -43 2299.1111985888892 2290.8360238310956 100 GTEX 1 50 100 0.5 0.0025 25 8606 -44 2299.003907204178 2296.9476035230514 100 GTEX 1 50 100 0.5 0.0025 25 8606 -45 2297.6620974606694 2288.025246739841 100 GTEX 1 50 100 0.5 0.0025 25 8606 -46 2297.4546402346637 2289.8081917998456 100 GTEX 1 50 100 0.5 0.0025 25 8606 -47 2296.482762232871 2287.718295137239 100 GTEX 1 50 100 0.5 0.0025 25 8606 -48 2296.3450282374797 2287.236051494178 100 GTEX 1 50 100 0.5 0.0025 25 8606 -49 2295.5577993839206 2289.199314364009 100 GTEX 1 50 100 0.5 0.0025 25 8606 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index 9183211a8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3473.274539446647 2999.20659773794 100 GTEX 1 50 100 0.0 0.0025 25 8608 -1 2594.9113367744944 2618.5605171696766 100 GTEX 1 50 100 0.0 0.0025 25 8608 -2 2502.1753801857767 2517.9829602839827 100 GTEX 1 50 100 0.0 0.0025 25 8608 -3 2459.797923357947 2453.603702211561 100 GTEX 1 50 100 0.0 0.0025 25 8608 -4 2438.0814430121573 2423.4466752317016 100 GTEX 1 50 100 0.0 0.0025 25 8608 -5 2420.3673890636555 2393.6737779972673 100 GTEX 1 50 100 0.0 0.0025 25 8608 -6 2404.8556564909686 2389.9534731092563 100 GTEX 1 50 100 0.0 0.0025 25 8608 -7 2392.4181531384515 2371.695900108424 100 GTEX 1 50 100 0.0 0.0025 25 8608 -8 2384.1966891209677 2367.311190180905 100 GTEX 1 50 100 0.0 0.0025 25 8608 -9 2376.5762642239574 2354.8405343987642 100 GTEX 1 50 100 0.0 0.0025 25 8608 -10 2368.7770258539945 2347.5700609330443 100 GTEX 1 50 100 0.0 0.0025 25 8608 -11 2362.06765163281 2348.8185069733245 100 GTEX 1 50 100 0.0 0.0025 25 8608 -12 2356.456208052272 2342.212001321887 100 GTEX 1 50 100 0.0 0.0025 25 8608 -13 2351.233266399896 2335.0593196738355 100 GTEX 1 50 100 0.0 0.0025 25 8608 -14 2347.9889883216865 2338.203047951818 100 GTEX 1 50 100 0.0 0.0025 25 8608 -15 2343.50924541747 2329.7643476711028 100 GTEX 1 50 100 0.0 0.0025 25 8608 -16 2340.572434385563 2323.956163297588 100 GTEX 1 50 100 0.0 0.0025 25 8608 -17 2337.089644120489 2320.1007548865255 100 GTEX 1 50 100 0.0 0.0025 25 8608 -18 2333.641923301006 2316.3458293726235 100 GTEX 1 50 100 0.0 0.0025 25 8608 -19 2331.276998904913 2313.5821333620484 100 GTEX 1 50 100 0.0 0.0025 25 8608 -20 2327.884768049128 2314.4814183920507 100 GTEX 1 50 100 0.0 0.0025 25 8608 -21 2326.6235094192325 2314.980311868762 100 GTEX 1 50 100 0.0 0.0025 25 8608 -22 2323.5358338969 2307.3495462511883 100 GTEX 1 50 100 0.0 0.0025 25 8608 -23 2322.242080632064 2306.0940646907675 100 GTEX 1 50 100 0.0 0.0025 25 8608 -24 2320.2254815452693 2304.9269945267943 100 GTEX 1 50 100 0.0 0.0025 25 8608 -25 2317.7136690795164 2303.447475418845 100 GTEX 1 50 100 0.0 0.0025 25 8608 -26 2316.397865508972 2301.1370343690587 100 GTEX 1 50 100 0.0 0.0025 25 8608 -27 2314.968329542754 2300.2921769174786 100 GTEX 1 50 100 0.0 0.0025 25 8608 -28 2313.9298266552564 2301.1516790933933 100 GTEX 1 50 100 0.0 0.0025 25 8608 -29 2312.3704872022554 2296.1773082892705 100 GTEX 1 50 100 0.0 0.0025 25 8608 -30 2310.6631447354957 2294.2664651036716 100 GTEX 1 50 100 0.0 0.0025 25 8608 -31 2310.470729790407 2297.1901224230633 100 GTEX 1 50 100 0.0 0.0025 25 8608 -32 2308.690911160561 2292.704605624703 100 GTEX 1 50 100 0.0 0.0025 25 8608 -33 2307.497848895959 2292.8412733186788 100 GTEX 1 50 100 0.0 0.0025 25 8608 -34 2307.204388563769 2296.6979163572364 100 GTEX 1 50 100 0.0 0.0025 25 8608 -35 2306.120840299692 2291.4606859330443 100 GTEX 1 50 100 0.0 0.0025 25 8608 -36 2304.7636692445635 2289.6413286448433 100 GTEX 1 50 100 0.0 0.0025 25 8608 -37 2304.7519116569397 2289.955065128921 100 GTEX 1 50 100 0.0 0.0025 25 8608 -38 2303.2051167305262 2289.7066952085315 100 GTEX 1 50 100 0.0 0.0025 25 8608 -39 2302.8923202906312 2287.724407935777 100 GTEX 1 50 100 0.0 0.0025 25 8608 -40 2301.1883409660695 2286.6010064534817 100 GTEX 1 50 100 0.0 0.0025 25 8608 -41 2300.3565002937835 2287.9942445936313 100 GTEX 1 50 100 0.0 0.0025 25 8608 -42 2299.871334821782 2285.6968692445935 100 GTEX 1 50 100 0.0 0.0025 25 8608 -43 2300.0804179670995 2287.0492681350997 100 GTEX 1 50 100 0.0 0.0025 25 8608 -44 2298.9555025536897 2288.8033136288022 100 GTEX 1 50 100 0.0 0.0025 25 8608 -45 2298.250706659069 2285.2553451015924 100 GTEX 1 50 100 0.0 0.0025 25 8608 -46 2297.3609952973984 2282.6772720859076 100 GTEX 1 50 100 0.0 0.0025 25 8608 -47 2297.327711196211 2282.113602438807 100 GTEX 1 50 100 0.0 0.0025 25 8608 -48 2296.950063120164 2282.2619536077113 100 GTEX 1 50 100 0.0 0.0025 25 8608 -49 2296.4751221554147 2282.0780748722673 100 GTEX 1 50 100 0.0 0.0025 25 8608 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index 4dec6c18a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3465.267319542762 3615.8340651363474 100 GTEX 1 50 100 1.0 0.0025 25 6256 -1 2595.7665107608586 2588.2210206006416 100 GTEX 1 50 100 1.0 0.0025 25 6256 -2 2506.401991142546 2486.9785211947483 100 GTEX 1 50 100 1.0 0.0025 25 6256 -3 2461.3217018863224 2461.751977260575 100 GTEX 1 50 100 1.0 0.0025 25 6256 -4 2436.720549450765 2431.1943563599098 100 GTEX 1 50 100 1.0 0.0025 25 6256 -5 2419.2975117719775 2426.385553744356 100 GTEX 1 50 100 1.0 0.0025 25 6256 -6 2405.552865974198 2399.996263627317 100 GTEX 1 50 100 1.0 0.0025 25 6256 -7 2394.9838810194706 2398.687366326046 100 GTEX 1 50 100 1.0 0.0025 25 6256 -8 2383.674937189299 2380.100399350939 100 GTEX 1 50 100 1.0 0.0025 25 6256 -9 2376.1267118211204 2373.565228248277 100 GTEX 1 50 100 1.0 0.0025 25 6256 -10 2368.8848985909935 2370.7569166988474 100 GTEX 1 50 100 1.0 0.0025 25 6256 -11 2362.3639862843875 2369.976018521269 100 GTEX 1 50 100 1.0 0.0025 25 6256 -12 2355.521499899734 2359.2602121331392 100 GTEX 1 50 100 1.0 0.0025 25 6256 -13 2350.5894923288215 2359.7971460610743 100 GTEX 1 50 100 1.0 0.0025 25 6256 -14 2345.6366762761845 2347.4215176078305 100 GTEX 1 50 100 1.0 0.0025 25 6256 -15 2342.6360944597022 2344.342574783151 100 GTEX 1 50 100 1.0 0.0025 25 6256 -16 2338.0914235850933 2344.504914374406 100 GTEX 1 50 100 1.0 0.0025 25 6256 -17 2335.032993979498 2343.9998746806677 100 GTEX 1 50 100 1.0 0.0025 25 6256 -18 2333.032159744251 2335.0766657259983 100 GTEX 1 50 100 1.0 0.0025 25 6256 -19 2329.3976339273927 2331.4325122905775 100 GTEX 1 50 100 1.0 0.0025 25 6256 -20 2326.64903092135 2330.337550870366 100 GTEX 1 50 100 1.0 0.0025 25 6256 -21 2324.6303591536307 2326.8548597908743 100 GTEX 1 50 100 1.0 0.0025 25 6256 -22 2322.3272881601056 2324.823775955026 100 GTEX 1 50 100 1.0 0.0025 25 6256 -23 2321.177982203394 2328.071652952709 100 GTEX 1 50 100 1.0 0.0025 25 6256 -24 2318.5543291932668 2321.7247226265445 100 GTEX 1 50 100 1.0 0.0025 25 6256 -25 2316.803180234012 2318.8908700689162 100 GTEX 1 50 100 1.0 0.0025 25 6256 -26 2315.3962773957396 2318.7345782958055 100 GTEX 1 50 100 1.0 0.0025 25 6256 -27 2314.1363251386806 2316.9104941480514 100 GTEX 1 50 100 1.0 0.0025 25 6256 -28 2312.6392926838375 2317.772306841136 100 GTEX 1 50 100 1.0 0.0025 25 6256 -29 2311.4727465874466 2314.588521863118 100 GTEX 1 50 100 1.0 0.0025 25 6256 -30 2309.815949611356 2314.0805524818797 100 GTEX 1 50 100 1.0 0.0025 25 6256 -31 2308.6631481395902 2313.171686556856 100 GTEX 1 50 100 1.0 0.0025 25 6256 -32 2307.1430505462645 2312.465109241326 100 GTEX 1 50 100 1.0 0.0025 25 6256 -33 2307.0514614241824 2312.5345742113236 100 GTEX 1 50 100 1.0 0.0025 25 6256 -34 2305.364034225385 2309.0864749806915 100 GTEX 1 50 100 1.0 0.0025 25 6256 -35 2304.7150031235146 2309.0738808519486 100 GTEX 1 50 100 1.0 0.0025 25 6256 -36 2303.240515780144 2309.2875855884627 100 GTEX 1 50 100 1.0 0.0025 25 6256 -37 2302.782327576425 2307.9794671236336 100 GTEX 1 50 100 1.0 0.0025 25 6256 -38 2301.7483277385836 2308.9045354458767 100 GTEX 1 50 100 1.0 0.0025 25 6256 -39 2301.6492697495246 2304.0346633272934 100 GTEX 1 50 100 1.0 0.0025 25 6256 -40 2299.9054281174904 2304.373245529349 100 GTEX 1 50 100 1.0 0.0025 25 6256 -41 2299.7300629148867 2304.802975730751 100 GTEX 1 50 100 1.0 0.0025 25 6256 -42 2298.761234543348 2302.6537361870246 100 GTEX 1 50 100 1.0 0.0025 25 6256 -43 2298.640123927607 2307.379051991742 100 GTEX 1 50 100 1.0 0.0025 25 6256 -44 2297.505784562287 2302.0220766248813 100 GTEX 1 50 100 1.0 0.0025 25 6256 -45 2296.67363710888 2300.6602722864186 100 GTEX 1 50 100 1.0 0.0025 25 6256 -46 2296.618703998305 2299.7783639421937 100 GTEX 1 50 100 1.0 0.0025 25 6256 -47 2295.1426233839834 2300.4768270630348 100 GTEX 1 50 100 1.0 0.0025 25 6256 -48 2295.9332915076716 2297.9638263426805 100 GTEX 1 50 100 1.0 0.0025 25 6256 -49 2294.697806463406 2298.654740598265 100 GTEX 1 50 100 1.0 0.0025 25 6256 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index ea1096d8a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3784.884274249119 4619.227079094137 150 GTEX 1 100 100 0.5 0.0025 25 991 -1 2713.5097859464126 2827.5494909250237 150 GTEX 1 100 100 0.5 0.0025 25 991 -2 2559.451795262697 2569.804599312322 150 GTEX 1 100 100 0.5 0.0025 25 991 -3 2508.9655789828316 2592.18285111692 150 GTEX 1 100 100 0.5 0.0025 25 991 -4 2480.2900922643707 2499.2521652395735 150 GTEX 1 100 100 0.5 0.0025 25 991 -5 2455.5836923191664 2442.9785049496495 150 GTEX 1 100 100 0.5 0.0025 25 991 -6 2434.3249421200785 2515.2249737293546 150 GTEX 1 100 100 0.5 0.0025 25 991 -7 2422.7914340449474 2419.214060736246 150 GTEX 1 100 100 0.5 0.0025 25 991 -8 2412.9512251542365 2406.16071647383 150 GTEX 1 100 100 0.5 0.0025 25 991 -9 2403.3166168912408 2421.290885664211 150 GTEX 1 100 100 0.5 0.0025 25 991 -10 2393.3171505604173 2392.7995870031787 150 GTEX 1 100 100 0.5 0.0025 25 991 -11 2386.4840258224294 2386.1071095049606 150 GTEX 1 100 100 0.5 0.0025 25 991 -12 2380.4644630071894 2377.7584646246733 150 GTEX 1 100 100 0.5 0.0025 25 991 -13 2374.7983099805574 2373.215709845829 150 GTEX 1 100 100 0.5 0.0025 25 991 -14 2369.0697893267816 2366.9737920144667 150 GTEX 1 100 100 0.5 0.0025 25 991 -15 2364.878791439177 2364.657768684648 150 GTEX 1 100 100 0.5 0.0025 25 991 -16 2360.185052043447 2359.0660261146922 150 GTEX 1 100 100 0.5 0.0025 25 991 -17 2356.4402678898578 2358.5720038468394 150 GTEX 1 100 100 0.5 0.0025 25 991 -18 2352.053391726276 2355.600393317045 150 GTEX 1 100 100 0.5 0.0025 25 991 -19 2349.5234723146027 2352.6611973287486 150 GTEX 1 100 100 0.5 0.0025 25 991 -20 2345.7392855868165 2347.5690323862286 150 GTEX 1 100 100 0.5 0.0025 25 991 -21 2343.197791557598 2347.188061152121 150 GTEX 1 100 100 0.5 0.0025 25 991 -22 2339.1779614435754 2342.2514773756834 150 GTEX 1 100 100 0.5 0.0025 25 991 -23 2338.6488543210544 2342.054210358246 150 GTEX 1 100 100 0.5 0.0025 25 991 -24 2335.986681519006 2338.5798437314343 150 GTEX 1 100 100 0.5 0.0025 25 991 -25 2334.6824165780226 2336.7133821552698 150 GTEX 1 100 100 0.5 0.0025 25 991 -26 2331.6289828679146 2331.723715894576 150 GTEX 1 100 100 0.5 0.0025 25 991 -27 2329.843442522587 2340.1656169238654 150 GTEX 1 100 100 0.5 0.0025 25 991 -28 2327.663547295457 2329.724793640833 150 GTEX 1 100 100 0.5 0.0025 25 991 -29 2326.1534701958117 2329.1204267726653 150 GTEX 1 100 100 0.5 0.0025 25 991 -30 2324.9762975737676 2328.147282705561 150 GTEX 1 100 100 0.5 0.0025 25 991 -31 2323.7699495410043 2325.8860578065587 150 GTEX 1 100 100 0.5 0.0025 25 991 -32 2321.8197148751087 2324.526551453333 150 GTEX 1 100 100 0.5 0.0025 25 991 -33 2319.857908454203 2322.9100360362704 150 GTEX 1 100 100 0.5 0.0025 25 991 -34 2318.6620211006407 2322.584231300499 150 GTEX 1 100 100 0.5 0.0025 25 991 -35 2317.227913796568 2322.7205898734555 150 GTEX 1 100 100 0.5 0.0025 25 991 -36 2316.6103427943776 2318.2100314876425 150 GTEX 1 100 100 0.5 0.0025 25 991 -37 2315.8375262063696 2319.2109936616266 150 GTEX 1 100 100 0.5 0.0025 25 991 -38 2313.9771632710995 2316.6804083182333 150 GTEX 1 100 100 0.5 0.0025 25 991 -39 2312.2991346998124 2317.145212151705 150 GTEX 1 100 100 0.5 0.0025 25 991 -40 2312.1237668667723 2318.615397290132 150 GTEX 1 100 100 0.5 0.0025 25 991 -41 2311.469156092999 2315.595672955531 150 GTEX 1 100 100 0.5 0.0025 25 991 -42 2310.634562204566 2313.5853382879336 150 GTEX 1 100 100 0.5 0.0025 25 991 -43 2309.522988107951 2312.4765448624644 150 GTEX 1 100 100 0.5 0.0025 25 991 -44 2308.9436286852933 2310.0366721497744 150 GTEX 1 100 100 0.5 0.0025 25 991 -45 2307.6090545509237 2311.22048311995 150 GTEX 1 100 100 0.5 0.0025 25 991 -46 2306.0405613589064 2308.5665900516874 150 GTEX 1 100 100 0.5 0.0025 25 991 -47 2306.4468832832968 2309.2126074961384 150 GTEX 1 100 100 0.5 0.0025 25 991 -48 2305.4908474988365 2312.377686939312 150 GTEX 1 100 100 0.5 0.0025 25 991 -49 2304.906329583603 2312.8665483714058 150 GTEX 1 100 100 0.5 0.0025 25 991 -50 2304.0783539511426 2306.6540717643475 150 GTEX 1 100 100 0.5 0.0025 25 991 -51 2303.22146829839 2309.8239927110562 150 GTEX 1 100 100 0.5 0.0025 25 991 -52 2303.144032988564 2305.9503517295925 150 GTEX 1 100 100 0.5 0.0025 25 991 -53 2301.8951971115125 2305.4009958709603 150 GTEX 1 100 100 0.5 0.0025 25 991 -54 2301.650267149209 2305.235951238712 150 GTEX 1 100 100 0.5 0.0025 25 991 -55 2300.3670405307994 2303.119126236484 150 GTEX 1 100 100 0.5 0.0025 25 991 -56 2300.0283316079044 2303.3643042270674 150 GTEX 1 100 100 0.5 0.0025 25 991 -57 2299.237888257607 2302.7109124361336 150 GTEX 1 100 100 0.5 0.0025 25 991 -58 2299.368330605244 2305.749340448996 150 GTEX 1 100 100 0.5 0.0025 25 991 -59 2298.904998892122 2302.8031845963046 150 GTEX 1 100 100 0.5 0.0025 25 991 -60 2298.146674952714 2304.2127727319985 150 GTEX 1 100 100 0.5 0.0025 25 991 -61 2297.395725313507 2301.3498627985387 150 GTEX 1 100 100 0.5 0.0025 25 991 -62 2297.507810230604 2300.8844797112642 150 GTEX 1 100 100 0.5 0.0025 25 991 -63 2296.8077060807855 2300.310578436906 150 GTEX 1 100 100 0.5 0.0025 25 991 -64 2296.367091437485 2299.1584245224867 150 GTEX 1 100 100 0.5 0.0025 25 991 -65 2295.8092569810756 2300.902436114989 150 GTEX 1 100 100 0.5 0.0025 25 991 -66 2295.278334367284 2299.6841029178054 150 GTEX 1 100 100 0.5 0.0025 25 991 -67 2294.9174817581797 2299.674077371227 150 GTEX 1 100 100 0.5 0.0025 25 991 -68 2294.54093745977 2299.534746409369 150 GTEX 1 100 100 0.5 0.0025 25 991 -69 2294.3105848358114 2297.854919665667 150 GTEX 1 100 100 0.5 0.0025 25 991 -70 2293.3667630455216 2297.4142333056084 150 GTEX 1 100 100 0.5 0.0025 25 991 -71 2293.0624835726653 2296.665147672588 150 GTEX 1 100 100 0.5 0.0025 25 991 -72 2292.6105098528938 2299.2129769560956 150 GTEX 1 100 100 0.5 0.0025 25 991 -73 2292.2177050977243 2296.355950069065 150 GTEX 1 100 100 0.5 0.0025 25 991 -74 2292.535543388382 2301.504150390625 150 GTEX 1 100 100 0.5 0.0025 25 991 -75 2292.382645312541 2296.2815716529526 150 GTEX 1 100 100 0.5 0.0025 25 991 -76 2292.19651641475 2298.01288097077 150 GTEX 1 100 100 0.5 0.0025 25 991 -77 2290.8927371374743 2294.166921173212 150 GTEX 1 100 100 0.5 0.0025 25 991 -78 2291.1651566842797 2294.0044683304122 150 GTEX 1 100 100 0.5 0.0025 25 991 -79 2291.124328645517 2294.586889926925 150 GTEX 1 100 100 0.5 0.0025 25 991 -80 2290.6154188666055 2293.4188548040934 150 GTEX 1 100 100 0.5 0.0025 25 991 -81 2290.7103123328898 2294.3062033997744 150 GTEX 1 100 100 0.5 0.0025 25 991 -82 2289.688675598873 2293.4708168406905 150 GTEX 1 100 100 0.5 0.0025 25 991 -83 2289.7070158026318 2294.401161570966 150 GTEX 1 100 100 0.5 0.0025 25 991 -84 2289.3889366207122 2292.5719124101415 150 GTEX 1 100 100 0.5 0.0025 25 991 -85 2288.4203243575957 2294.587205081838 150 GTEX 1 100 100 0.5 0.0025 25 991 -86 2288.711171531496 2294.174932327561 150 GTEX 1 100 100 0.5 0.0025 25 991 -87 2288.4567265835435 2293.982322547826 150 GTEX 1 100 100 0.5 0.0025 25 991 -88 2288.046974930804 2292.9422208256597 150 GTEX 1 100 100 0.5 0.0025 25 991 -89 2288.071864612354 2292.013860318144 150 GTEX 1 100 100 0.5 0.0025 25 991 -90 2287.2800695528713 2291.597696166528 150 GTEX 1 100 100 0.5 0.0025 25 991 -91 2287.9395246367726 2291.503195178826 150 GTEX 1 100 100 0.5 0.0025 25 991 -92 2287.335371827178 2291.778326346394 150 GTEX 1 100 100 0.5 0.0025 25 991 -93 2286.990062184554 2289.7062751566955 150 GTEX 1 100 100 0.5 0.0025 25 991 -94 2287.123797039428 2291.1356270793726 150 GTEX 1 100 100 0.5 0.0025 25 991 -95 2286.5555546672817 2292.729639321679 150 GTEX 1 100 100 0.5 0.0025 25 991 -96 2286.4647330395633 2292.593824263308 150 GTEX 1 100 100 0.5 0.0025 25 991 -97 2286.840094879334 2290.1193388152033 150 GTEX 1 100 100 0.5 0.0025 25 991 -98 2286.318492005742 2290.214370785557 150 GTEX 1 100 100 0.5 0.0025 25 991 -99 2286.138620916737 2290.1997766531013 150 GTEX 1 100 100 0.5 0.0025 25 991 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index 61399dca1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3818.0657434573304 4304.271342810569 150 GTEX 1 100 100 0.0 0.0025 25 1087 -1 2712.4389047821132 2843.450890602721 150 GTEX 1 100 100 0.0 0.0025 25 1087 -2 2570.133390525559 2656.7964015714115 150 GTEX 1 100 100 0.0 0.0025 25 1087 -3 2516.9232415892047 2492.201745559054 150 GTEX 1 100 100 0.0 0.0025 25 1087 -4 2483.883833393094 2446.3134900227246 150 GTEX 1 100 100 0.0 0.0025 25 1087 -5 2459.3474672453904 2470.973972567134 150 GTEX 1 100 100 0.0 0.0025 25 1087 -6 2440.150929606627 2418.7073050959484 150 GTEX 1 100 100 0.0 0.0025 25 1087 -7 2427.361760290268 2410.468398641724 150 GTEX 1 100 100 0.0 0.0025 25 1087 -8 2416.2455503585234 2402.9046965044263 150 GTEX 1 100 100 0.0 0.0025 25 1087 -9 2403.8910552311236 2385.139731519576 150 GTEX 1 100 100 0.0 0.0025 25 1087 -10 2399.1977560467035 2381.1176154423124 150 GTEX 1 100 100 0.0 0.0025 25 1087 -11 2389.6369379788425 2366.637803922588 150 GTEX 1 100 100 0.0 0.0025 25 1087 -12 2383.156413989673 2372.512318426212 150 GTEX 1 100 100 0.0 0.0025 25 1087 -13 2377.39705724284 2360.6833937032143 150 GTEX 1 100 100 0.0 0.0025 25 1087 -14 2372.360429779307 2346.5785965720056 150 GTEX 1 100 100 0.0 0.0025 25 1087 -15 2367.267530364523 2343.023226777864 150 GTEX 1 100 100 0.0 0.0025 25 1087 -16 2364.512691418422 2338.247886744742 150 GTEX 1 100 100 0.0 0.0025 25 1087 -17 2360.247788215396 2338.6176377213046 150 GTEX 1 100 100 0.0 0.0025 25 1087 -18 2355.039435970427 2332.4734035245365 150 GTEX 1 100 100 0.0 0.0025 25 1087 -19 2351.5054747639 2326.572748800648 150 GTEX 1 100 100 0.0 0.0025 25 1087 -20 2348.3394863458675 2328.4727384037847 150 GTEX 1 100 100 0.0 0.0025 25 1087 -21 2345.9505218476847 2324.8543069933758 150 GTEX 1 100 100 0.0 0.0025 25 1087 -22 2343.1107545092905 2325.110664396685 150 GTEX 1 100 100 0.0 0.0025 25 1087 -23 2340.8294171117436 2315.828947466136 150 GTEX 1 100 100 0.0 0.0025 25 1087 -24 2338.2696573562275 2323.2786693500475 150 GTEX 1 100 100 0.0 0.0025 25 1087 -25 2335.874229797834 2314.382234174489 150 GTEX 1 100 100 0.0 0.0025 25 1087 -26 2334.1598712602413 2310.9912935554303 150 GTEX 1 100 100 0.0 0.0025 25 1087 -27 2332.6109114071 2315.378167794231 150 GTEX 1 100 100 0.0 0.0025 25 1087 -28 2330.029527734499 2307.3542819295094 150 GTEX 1 100 100 0.0 0.0025 25 1087 -29 2328.9083610285647 2310.110809674281 150 GTEX 1 100 100 0.0 0.0025 25 1087 -30 2326.841990083151 2306.9833780150902 150 GTEX 1 100 100 0.0 0.0025 25 1087 -31 2324.621001323677 2307.015331195788 150 GTEX 1 100 100 0.0 0.0025 25 1087 -32 2323.484543580043 2306.752507314936 150 GTEX 1 100 100 0.0 0.0025 25 1087 -33 2322.365276616718 2302.829534146269 150 GTEX 1 100 100 0.0 0.0025 25 1087 -34 2321.0928960364786 2303.869399154141 150 GTEX 1 100 100 0.0 0.0025 25 1087 -35 2319.6574668606245 2304.1876350663915 150 GTEX 1 100 100 0.0 0.0025 25 1087 -36 2318.6861235337637 2297.5292991957285 150 GTEX 1 100 100 0.0 0.0025 25 1087 -37 2317.5309127109713 2296.465140803232 150 GTEX 1 100 100 0.0 0.0025 25 1087 -38 2316.5354308985325 2294.556704677103 150 GTEX 1 100 100 0.0 0.0025 25 1087 -39 2315.4221834058026 2297.107296091522 150 GTEX 1 100 100 0.0 0.0025 25 1087 -40 2314.3274788667627 2294.7867946842325 150 GTEX 1 100 100 0.0 0.0025 25 1087 -41 2312.9081315874387 2294.8627567653875 150 GTEX 1 100 100 0.0 0.0025 25 1087 -42 2312.238225804522 2293.4079599126662 150 GTEX 1 100 100 0.0 0.0025 25 1087 -43 2311.5219538047872 2291.7147054345887 150 GTEX 1 100 100 0.0 0.0025 25 1087 -44 2310.588863628674 2290.566273504337 150 GTEX 1 100 100 0.0 0.0025 25 1087 -45 2309.9719247307257 2291.753788821144 150 GTEX 1 100 100 0.0 0.0025 25 1087 -46 2309.209586435529 2287.3862397516637 150 GTEX 1 100 100 0.0 0.0025 25 1087 -47 2307.996757471059 2286.786492525398 150 GTEX 1 100 100 0.0 0.0025 25 1087 -48 2307.4393123708505 2288.759929932569 150 GTEX 1 100 100 0.0 0.0025 25 1087 -49 2306.577800012131 2287.9131165711146 150 GTEX 1 100 100 0.0 0.0025 25 1087 -50 2306.210356302444 2285.1345149863355 150 GTEX 1 100 100 0.0 0.0025 25 1087 -51 2305.3814586761496 2285.626386867277 150 GTEX 1 100 100 0.0 0.0025 25 1087 -52 2304.705621490688 2283.6342272160173 150 GTEX 1 100 100 0.0 0.0025 25 1087 -53 2304.7150375512883 2286.3591215764613 150 GTEX 1 100 100 0.0 0.0025 25 1087 -54 2303.7561673681853 2285.8940805645498 150 GTEX 1 100 100 0.0 0.0025 25 1087 -55 2303.0503315484875 2284.392008618257 150 GTEX 1 100 100 0.0 0.0025 25 1087 -56 2303.0656888112985 2282.8836400717382 150 GTEX 1 100 100 0.0 0.0025 25 1087 -57 2302.312540952288 2287.4083911039984 150 GTEX 1 100 100 0.0 0.0025 25 1087 -58 2302.2597968291993 2283.3055401356046 150 GTEX 1 100 100 0.0 0.0025 25 1087 -59 2301.000926558415 2283.4101618197483 150 GTEX 1 100 100 0.0 0.0025 25 1087 -60 2300.53181755539 2282.2171254901377 150 GTEX 1 100 100 0.0 0.0025 25 1087 -61 2299.874837222391 2278.79354614722 150 GTEX 1 100 100 0.0 0.0025 25 1087 -62 2299.50171605045 2279.7911042768237 150 GTEX 1 100 100 0.0 0.0025 25 1087 -63 2299.039513542519 2278.3396548427104 150 GTEX 1 100 100 0.0 0.0025 25 1087 -64 2298.0524267686437 2278.3937264213996 150 GTEX 1 100 100 0.0 0.0025 25 1087 -65 2298.112199598977 2277.760751006268 150 GTEX 1 100 100 0.0 0.0025 25 1087 -66 2297.3172080431946 2278.252051523883 150 GTEX 1 100 100 0.0 0.0025 25 1087 -67 2297.397058325961 2277.001743331155 150 GTEX 1 100 100 0.0 0.0025 25 1087 -68 2296.6100958943734 2277.908568871792 150 GTEX 1 100 100 0.0 0.0025 25 1087 -69 2296.173628057083 2277.4518704142406 150 GTEX 1 100 100 0.0 0.0025 25 1087 -70 2296.609428820797 2277.9753515439343 150 GTEX 1 100 100 0.0 0.0025 25 1087 -71 2295.684785079916 2276.0876385938986 150 GTEX 1 100 100 0.0 0.0025 25 1087 -72 2295.1801034700306 2275.5740182390687 150 GTEX 1 100 100 0.0 0.0025 25 1087 -73 2295.3729573627884 2276.2252805296457 150 GTEX 1 100 100 0.0 0.0025 25 1087 -74 2295.1674645829758 2273.863688305757 150 GTEX 1 100 100 0.0 0.0025 25 1087 -75 2294.355463540704 2275.6800165792833 150 GTEX 1 100 100 0.0 0.0025 25 1087 -76 2293.7902252045756 2275.1483093957936 150 GTEX 1 100 100 0.0 0.0025 25 1087 -77 2293.327367950017 2276.4619720807095 150 GTEX 1 100 100 0.0 0.0025 25 1087 -78 2293.0129838868734 2273.8918981515862 150 GTEX 1 100 100 0.0 0.0025 25 1087 -79 2293.2652885362063 2274.7260537963402 150 GTEX 1 100 100 0.0 0.0025 25 1087 -80 2292.7346960164255 2278.8486680875712 150 GTEX 1 100 100 0.0 0.0025 25 1087 -81 2293.73334466828 2274.355764410795 150 GTEX 1 100 100 0.0 0.0025 25 1087 -82 2291.8352999027875 2275.5027844099036 150 GTEX 1 100 100 0.0 0.0025 25 1087 -83 2291.7446685691084 2276.749681596067 150 GTEX 1 100 100 0.0 0.0025 25 1087 -84 2292.7318592710203 2271.6267795345175 150 GTEX 1 100 100 0.0 0.0025 25 1087 -85 2291.4160874720246 2271.9844729347374 150 GTEX 1 100 100 0.0 0.0025 25 1087 -86 2291.03878689729 2271.731917812797 150 GTEX 1 100 100 0.0 0.0025 25 1087 -87 2290.6800559674393 2272.035077345235 150 GTEX 1 100 100 0.0 0.0025 25 1087 -88 2291.03069474577 2272.426952289538 150 GTEX 1 100 100 0.0 0.0025 25 1087 -89 2290.055538936239 2271.4304793325214 150 GTEX 1 100 100 0.0 0.0025 25 1087 -90 2289.8404048324524 2270.5028865219524 150 GTEX 1 100 100 0.0 0.0025 25 1087 -91 2289.854582318638 2269.8856210454787 150 GTEX 1 100 100 0.0 0.0025 25 1087 -92 2289.9594265720316 2271.686422253743 150 GTEX 1 100 100 0.0 0.0025 25 1087 -93 2289.157582986666 2277.0835726777864 150 GTEX 1 100 100 0.0 0.0025 25 1087 -94 2288.890500312145 2270.9022634527983 150 GTEX 1 100 100 0.0 0.0025 25 1087 -95 2288.7186071053975 2268.5650574426686 150 GTEX 1 100 100 0.0 0.0025 25 1087 -96 2288.8399707072513 2269.2087792226116 150 GTEX 1 100 100 0.0 0.0025 25 1087 -97 2288.5046628099994 2269.9600987887657 150 GTEX 1 100 100 0.0 0.0025 25 1087 -98 2288.267458079092 2269.5309910067135 150 GTEX 1 100 100 0.0 0.0025 25 1087 -99 2288.3241563158126 2269.240686917033 150 GTEX 1 100 100 0.0 0.0025 25 1087 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index 3fa731057..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3782.8234161315704 4559.412701624881 150 GTEX 1 100 100 1.0 0.0025 25 4767 -1 2699.978019890846 2728.4151541706274 150 GTEX 1 100 100 1.0 0.0025 25 4767 -2 2562.760703917226 2578.912437525992 150 GTEX 1 100 100 1.0 0.0025 25 4767 -3 2509.3488891253414 2509.974141052014 150 GTEX 1 100 100 1.0 0.0025 25 4767 -4 2478.1486108251443 2476.4457585439936 150 GTEX 1 100 100 1.0 0.0025 25 4767 -5 2452.805629763669 2449.8064405782143 150 GTEX 1 100 100 1.0 0.0025 25 4767 -6 2436.370155431986 2430.7701030774715 150 GTEX 1 100 100 1.0 0.0025 25 4767 -7 2423.7815203160485 2436.071357523987 150 GTEX 1 100 100 1.0 0.0025 25 4767 -8 2411.7700042901906 2412.255742874436 150 GTEX 1 100 100 1.0 0.0025 25 4767 -9 2404.230547327848 2405.404044379753 150 GTEX 1 100 100 1.0 0.0025 25 4767 -10 2394.8118458465096 2400.4499052214533 150 GTEX 1 100 100 1.0 0.0025 25 4767 -11 2387.6101889396227 2391.3470793169263 150 GTEX 1 100 100 1.0 0.0025 25 4767 -12 2381.9967643824025 2383.2918916999615 150 GTEX 1 100 100 1.0 0.0025 25 4767 -13 2375.5196835058623 2376.032466293741 150 GTEX 1 100 100 1.0 0.0025 25 4767 -14 2370.241519704343 2372.8323273749406 150 GTEX 1 100 100 1.0 0.0025 25 4767 -15 2364.7336211220145 2371.0942201795688 150 GTEX 1 100 100 1.0 0.0025 25 4767 -16 2361.154727828204 2365.7955965107385 150 GTEX 1 100 100 1.0 0.0025 25 4767 -17 2355.7283125913946 2362.01938481204 150 GTEX 1 100 100 1.0 0.0025 25 4767 -18 2352.658786514587 2357.3287112159874 150 GTEX 1 100 100 1.0 0.0025 25 4767 -19 2348.649890558362 2351.324781294558 150 GTEX 1 100 100 1.0 0.0025 25 4767 -20 2346.926734473822 2355.0574403479977 150 GTEX 1 100 100 1.0 0.0025 25 4767 -21 2343.111057267391 2347.4253625906013 150 GTEX 1 100 100 1.0 0.0025 25 4767 -22 2340.5386893906134 2347.1634579502584 150 GTEX 1 100 100 1.0 0.0025 25 4767 -23 2338.1180738282073 2345.5153432635752 150 GTEX 1 100 100 1.0 0.0025 25 4767 -24 2335.378116267982 2341.946744853553 150 GTEX 1 100 100 1.0 0.0025 25 4767 -25 2334.120171962475 2338.502515669558 150 GTEX 1 100 100 1.0 0.0025 25 4767 -26 2331.33914720006 2336.290047417122 150 GTEX 1 100 100 1.0 0.0025 25 4767 -27 2330.5042055008516 2337.5977715902004 150 GTEX 1 100 100 1.0 0.0025 25 4767 -28 2327.7091887238234 2333.426316874109 150 GTEX 1 100 100 1.0 0.0025 25 4767 -29 2325.448256371227 2331.7235724735624 150 GTEX 1 100 100 1.0 0.0025 25 4767 -30 2324.04169492237 2329.328202048182 150 GTEX 1 100 100 1.0 0.0025 25 4767 -31 2322.5740475395205 2329.5705457332015 150 GTEX 1 100 100 1.0 0.0025 25 4767 -32 2321.2587315797227 2329.845802452174 150 GTEX 1 100 100 1.0 0.0025 25 4767 -33 2319.983779515562 2329.2496082610505 150 GTEX 1 100 100 1.0 0.0025 25 4767 -34 2318.202808599733 2328.8911513411954 150 GTEX 1 100 100 1.0 0.0025 25 4767 -35 2317.4856868915954 2324.476504017645 150 GTEX 1 100 100 1.0 0.0025 25 4767 -36 2315.441302425118 2321.754099798746 150 GTEX 1 100 100 1.0 0.0025 25 4767 -37 2314.875921117022 2322.8168536864305 150 GTEX 1 100 100 1.0 0.0025 25 4767 -38 2313.2760379187243 2321.7302557071353 150 GTEX 1 100 100 1.0 0.0025 25 4767 -39 2312.808467153789 2323.406823684054 150 GTEX 1 100 100 1.0 0.0025 25 4767 -40 2311.5828508373247 2318.6866721961887 150 GTEX 1 100 100 1.0 0.0025 25 4767 -41 2311.239674272514 2316.696652952709 150 GTEX 1 100 100 1.0 0.0025 25 4767 -42 2309.236532576978 2317.0919857822896 150 GTEX 1 100 100 1.0 0.0025 25 4767 -43 2308.159959560389 2316.6834644854293 150 GTEX 1 100 100 1.0 0.0025 25 4767 -44 2308.0519101199397 2316.683198297885 150 GTEX 1 100 100 1.0 0.0025 25 4767 -45 2306.527850599038 2315.417546145363 150 GTEX 1 100 100 1.0 0.0025 25 4767 -46 2306.0979377582985 2313.4099666464917 150 GTEX 1 100 100 1.0 0.0025 25 4767 -47 2305.450800003466 2314.822919606256 150 GTEX 1 100 100 1.0 0.0025 25 4767 -48 2304.7464046315076 2313.2195176969462 150 GTEX 1 100 100 1.0 0.0025 25 4767 -49 2303.4966026621255 2311.948810301806 150 GTEX 1 100 100 1.0 0.0025 25 4767 -50 2303.5743140130685 2311.3785915592325 150 GTEX 1 100 100 1.0 0.0025 25 4767 -51 2302.9418097899284 2311.3688226852128 150 GTEX 1 100 100 1.0 0.0025 25 4767 -52 2301.797702710732 2309.819431783582 150 GTEX 1 100 100 1.0 0.0025 25 4767 -53 2301.7677623587197 2310.68976062151 150 GTEX 1 100 100 1.0 0.0025 25 4767 -54 2301.0482769711566 2308.566193439208 150 GTEX 1 100 100 1.0 0.0025 25 4767 -55 2300.7421892278358 2310.2065879908805 150 GTEX 1 100 100 1.0 0.0025 25 4767 -56 2299.785938160188 2309.238238548598 150 GTEX 1 100 100 1.0 0.0025 25 4767 -57 2298.699040602389 2306.6935387673034 150 GTEX 1 100 100 1.0 0.0025 25 4767 -58 2298.352546747501 2307.417520385278 150 GTEX 1 100 100 1.0 0.0025 25 4767 -59 2298.8064485515474 2304.9226747229977 150 GTEX 1 100 100 1.0 0.0025 25 4767 -60 2298.06456945735 2307.073021022086 150 GTEX 1 100 100 1.0 0.0025 25 4767 -61 2296.907571639684 2303.0893457216907 150 GTEX 1 100 100 1.0 0.0025 25 4767 -62 2296.979333536066 2304.3594047053234 150 GTEX 1 100 100 1.0 0.0025 25 4767 -63 2296.3031699959397 2304.371567642734 150 GTEX 1 100 100 1.0 0.0025 25 4767 -64 2295.4872687639877 2306.555908435198 150 GTEX 1 100 100 1.0 0.0025 25 4767 -65 2295.162888422654 2305.1249438383734 150 GTEX 1 100 100 1.0 0.0025 25 4767 -66 2294.376425284046 2303.1842112958207 150 GTEX 1 100 100 1.0 0.0025 25 4767 -67 2294.6318371237753 2301.7323155856407 150 GTEX 1 100 100 1.0 0.0025 25 4767 -68 2294.280859741198 2302.90715786894 150 GTEX 1 100 100 1.0 0.0025 25 4767 -69 2293.6021683514527 2301.517739415622 150 GTEX 1 100 100 1.0 0.0025 25 4767 -70 2293.0377734313106 2301.8621837775518 150 GTEX 1 100 100 1.0 0.0025 25 4767 -71 2292.814097345549 2301.8776611792273 150 GTEX 1 100 100 1.0 0.0025 25 4767 -72 2292.512319160059 2300.5272764488773 150 GTEX 1 100 100 1.0 0.0025 25 4767 -73 2291.893810278261 2300.7159277622236 150 GTEX 1 100 100 1.0 0.0025 25 4767 -74 2292.2050047306598 2300.5831651578837 150 GTEX 1 100 100 1.0 0.0025 25 4767 -75 2291.719829175318 2300.579765290815 150 GTEX 1 100 100 1.0 0.0025 25 4767 -76 2291.9824686039333 2298.896279686757 150 GTEX 1 100 100 1.0 0.0025 25 4767 -77 2290.804636593314 2298.567145866133 150 GTEX 1 100 100 1.0 0.0025 25 4767 -78 2290.843772126614 2299.583931462393 150 GTEX 1 100 100 1.0 0.0025 25 4767 -79 2290.0902054866165 2298.265640316807 150 GTEX 1 100 100 1.0 0.0025 25 4767 -80 2290.2710919757446 2298.448408351652 150 GTEX 1 100 100 1.0 0.0025 25 4767 -81 2289.8795816275037 2298.6664006338374 150 GTEX 1 100 100 1.0 0.0025 25 4767 -82 2290.1065164503384 2296.3771777715065 150 GTEX 1 100 100 1.0 0.0025 25 4767 -83 2289.583394873516 2300.2825512324 150 GTEX 1 100 100 1.0 0.0025 25 4767 -84 2288.425824961668 2299.3502796013545 150 GTEX 1 100 100 1.0 0.0025 25 4767 -85 2288.565768343324 2298.8268945498157 150 GTEX 1 100 100 1.0 0.0025 25 4767 -86 2288.499703508528 2296.8558939074383 150 GTEX 1 100 100 1.0 0.0025 25 4767 -87 2288.132807032818 2297.596502615925 150 GTEX 1 100 100 1.0 0.0025 25 4767 -88 2288.397644010733 2295.2268901868465 150 GTEX 1 100 100 1.0 0.0025 25 4767 -89 2288.1251886435693 2296.8978842383553 150 GTEX 1 100 100 1.0 0.0025 25 4767 -90 2287.8469950562235 2296.529639414508 150 GTEX 1 100 100 1.0 0.0025 25 4767 -91 2287.237843024412 2295.7287138152033 150 GTEX 1 100 100 1.0 0.0025 25 4767 -92 2286.8489711846496 2295.9597873470175 150 GTEX 1 100 100 1.0 0.0025 25 4767 -93 2286.7558035684815 2295.585055159072 150 GTEX 1 100 100 1.0 0.0025 25 4767 -94 2286.195551482906 2294.8344065154915 150 GTEX 1 100 100 1.0 0.0025 25 4767 -95 2286.1682732359363 2295.0781570260515 150 GTEX 1 100 100 1.0 0.0025 25 4767 -96 2286.273225363021 2294.4347513293133 150 GTEX 1 100 100 1.0 0.0025 25 4767 -97 2286.472937809876 2294.63016826209 150 GTEX 1 100 100 1.0 0.0025 25 4767 -98 2286.447475802046 2294.705029389704 150 GTEX 1 100 100 1.0 0.0025 25 4767 -99 2285.328762133018 2294.5980670189224 150 GTEX 1 100 100 1.0 0.0025 25 4767 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 4399321eb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3773.537785629316 3358.2378096779944 150 GTEX 1 50 100 0.5 0.0025 25 8934 -1 2698.9970991441487 2683.3825121977484 150 GTEX 1 50 100 0.5 0.0025 25 8934 -2 2558.215822169279 2559.7702205063274 150 GTEX 1 50 100 0.5 0.0025 25 8934 -3 2511.0108868099383 2512.330830505139 150 GTEX 1 50 100 0.5 0.0025 25 8934 -4 2477.049429566603 2464.9962654838996 150 GTEX 1 50 100 0.5 0.0025 25 8934 -5 2458.638433201557 2459.1012338848623 150 GTEX 1 50 100 0.5 0.0025 25 8934 -6 2440.3888457674934 2457.299581897576 150 GTEX 1 50 100 0.5 0.0025 25 8934 -7 2423.447842696381 2417.051695152834 150 GTEX 1 50 100 0.5 0.0025 25 8934 -8 2412.506335019839 2398.240056143061 150 GTEX 1 50 100 0.5 0.0025 25 8934 -9 2404.3686876741244 2401.952690559648 150 GTEX 1 50 100 0.5 0.0025 25 8934 -10 2395.168834421543 2399.1290812329194 150 GTEX 1 50 100 0.5 0.0025 25 8934 -11 2388.1281135086024 2378.8319063948134 150 GTEX 1 50 100 0.5 0.0025 25 8934 -12 2382.3564495418295 2373.3806087363355 150 GTEX 1 50 100 0.5 0.0025 25 8934 -13 2374.7903579642607 2363.299173449382 150 GTEX 1 50 100 0.5 0.0025 25 8934 -14 2371.608725514245 2360.6962045879873 150 GTEX 1 50 100 0.5 0.0025 25 8934 -15 2365.7436988147974 2354.1510172216613 150 GTEX 1 50 100 0.5 0.0025 25 8934 -16 2361.6650753728413 2352.9351755584603 150 GTEX 1 50 100 0.5 0.0025 25 8934 -17 2358.273183559709 2348.894670957848 150 GTEX 1 50 100 0.5 0.0025 25 8934 -18 2355.128634386636 2345.0606058215008 150 GTEX 1 50 100 0.5 0.0025 25 8934 -19 2351.769919033097 2340.9409639191717 150 GTEX 1 50 100 0.5 0.0025 25 8934 -20 2347.8508180864287 2337.108483840304 150 GTEX 1 50 100 0.5 0.0025 25 8934 -21 2345.1970135672764 2331.233941023794 150 GTEX 1 50 100 0.5 0.0025 25 8934 -22 2342.6958934138815 2334.04328854637 150 GTEX 1 50 100 0.5 0.0025 25 8934 -23 2340.7267372177284 2337.852413279022 150 GTEX 1 50 100 0.5 0.0025 25 8934 -24 2337.73198130265 2333.1863043607414 150 GTEX 1 50 100 0.5 0.0025 25 8934 -25 2335.5435278983077 2325.7295019345593 150 GTEX 1 50 100 0.5 0.0025 25 8934 -26 2333.0672417746764 2323.2269444918907 150 GTEX 1 50 100 0.5 0.0025 25 8934 -27 2331.4081792963384 2320.8826217361275 150 GTEX 1 50 100 0.5 0.0025 25 8934 -28 2328.870202418805 2318.571242183787 150 GTEX 1 50 100 0.5 0.0025 25 8934 -29 2327.7665977199995 2320.973955393744 150 GTEX 1 50 100 0.5 0.0025 25 8934 -30 2326.3061621176275 2318.751486194451 150 GTEX 1 50 100 0.5 0.0025 25 8934 -31 2324.5099471509175 2315.7732161025133 150 GTEX 1 50 100 0.5 0.0025 25 8934 -32 2323.046266750208 2315.5107888341404 150 GTEX 1 50 100 0.5 0.0025 25 8934 -33 2321.6326927635555 2313.341466171207 150 GTEX 1 50 100 0.5 0.0025 25 8934 -34 2320.781958567425 2315.7958035197094 150 GTEX 1 50 100 0.5 0.0025 25 8934 -35 2319.1121363395546 2309.422347500297 150 GTEX 1 50 100 0.5 0.0025 25 8934 -36 2317.8699929380514 2311.211250334185 150 GTEX 1 50 100 0.5 0.0025 25 8934 -37 2316.995628884794 2307.7610037335876 150 GTEX 1 50 100 0.5 0.0025 25 8934 -38 2315.880512879443 2306.2936278368584 150 GTEX 1 50 100 0.5 0.0025 25 8934 -39 2313.8202485958627 2305.8145252996524 150 GTEX 1 50 100 0.5 0.0025 25 8934 -40 2313.7244317947375 2303.3872548382546 150 GTEX 1 50 100 0.5 0.0025 25 8934 -41 2312.060603996737 2302.880278728761 150 GTEX 1 50 100 0.5 0.0025 25 8934 -42 2311.1888083069807 2301.564137970087 150 GTEX 1 50 100 0.5 0.0025 25 8934 -43 2310.289648674755 2300.4994007879336 150 GTEX 1 50 100 0.5 0.0025 25 8934 -44 2309.607769015272 2299.834498184262 150 GTEX 1 50 100 0.5 0.0025 25 8934 -45 2308.535885938284 2300.1859372215126 150 GTEX 1 50 100 0.5 0.0025 25 8934 -46 2307.8337103196054 2299.5165129106763 150 GTEX 1 50 100 0.5 0.0025 25 8934 -47 2307.3886417539215 2297.6130222567135 150 GTEX 1 50 100 0.5 0.0025 25 8934 -48 2306.384776249901 2297.659866623099 150 GTEX 1 50 100 0.5 0.0025 25 8934 -49 2306.1241570482084 2295.3942309477484 150 GTEX 1 50 100 0.5 0.0025 25 8934 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index 9b6b155ef..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3785.5831814986846 3522.5755898363236 150 GTEX 1 50 100 0.0 0.0025 25 7676 -1 2704.2202614437406 2777.52531868242 150 GTEX 1 50 100 0.0 0.0025 25 7676 -2 2561.766029442529 2568.500101183757 150 GTEX 1 50 100 0.0 0.0025 25 7676 -3 2507.6981083189053 2544.316831871584 150 GTEX 1 50 100 0.0 0.0025 25 7676 -4 2474.194144199299 2473.8493791587453 150 GTEX 1 50 100 0.0 0.0025 25 7676 -5 2454.9705679411873 2464.67527579536 150 GTEX 1 50 100 0.0 0.0025 25 7676 -6 2438.5628027581006 2429.9073110370127 150 GTEX 1 50 100 0.0 0.0025 25 7676 -7 2423.545443475114 2419.52741569258 150 GTEX 1 50 100 0.0 0.0025 25 7676 -8 2411.859335105044 2415.5734426984313 150 GTEX 1 50 100 0.0 0.0025 25 7676 -9 2402.626785447558 2394.5370527492278 150 GTEX 1 50 100 0.0 0.0025 25 7676 -10 2394.8450813104073 2385.978616808757 150 GTEX 1 50 100 0.0 0.0025 25 7676 -11 2387.0037194632096 2383.493992098384 150 GTEX 1 50 100 0.0 0.0025 25 7676 -12 2381.0497316284113 2378.08750538409 150 GTEX 1 50 100 0.0 0.0025 25 7676 -13 2373.887904535368 2371.315658047172 150 GTEX 1 50 100 0.0 0.0025 25 7676 -14 2369.760589467443 2364.001321886882 150 GTEX 1 50 100 0.0 0.0025 25 7676 -15 2364.389538139681 2361.7863439987823 150 GTEX 1 50 100 0.0 0.0025 25 7676 -16 2361.643504863935 2353.1777580464295 150 GTEX 1 50 100 0.0 0.0025 25 7676 -17 2357.7853005371867 2351.3871063116385 150 GTEX 1 50 100 0.0 0.0025 25 7676 -18 2352.773584237103 2349.3666342383553 150 GTEX 1 50 100 0.0 0.0025 25 7676 -19 2349.687329924219 2345.4068278613654 150 GTEX 1 50 100 0.0 0.0025 25 7676 -20 2345.490175860679 2344.4912397145317 150 GTEX 1 50 100 0.0 0.0025 25 7676 -21 2343.42748298778 2341.4957052600703 150 GTEX 1 50 100 0.0 0.0025 25 7676 -22 2340.8688009892094 2341.4536053907736 150 GTEX 1 50 100 0.0 0.0025 25 7676 -23 2338.051547068105 2341.0961259617097 150 GTEX 1 50 100 0.0 0.0025 25 7676 -24 2336.2296101445318 2334.724078392348 150 GTEX 1 50 100 0.0 0.0025 25 7676 -25 2333.4582264739934 2332.1017453733957 150 GTEX 1 50 100 0.0 0.0025 25 7676 -26 2331.732190319209 2332.6645141137415 150 GTEX 1 50 100 0.0 0.0025 25 7676 -27 2329.5414460882207 2329.6692270489248 150 GTEX 1 50 100 0.0 0.0025 25 7676 -28 2327.836412551701 2327.519923917241 150 GTEX 1 50 100 0.0 0.0025 25 7676 -29 2325.919581878169 2324.901054353315 150 GTEX 1 50 100 0.0 0.0025 25 7676 -30 2324.767547539727 2321.383544921875 150 GTEX 1 50 100 0.0 0.0025 25 7676 -31 2322.834965089464 2321.213143120247 150 GTEX 1 50 100 0.0 0.0025 25 7676 -32 2321.3268893137015 2321.5040422446828 150 GTEX 1 50 100 0.0 0.0025 25 7676 -33 2319.853235535074 2318.8334311133553 150 GTEX 1 50 100 0.0 0.0025 25 7676 -34 2317.8349986920025 2316.776051104295 150 GTEX 1 50 100 0.0 0.0025 25 7676 -35 2317.260034316367 2316.3008903242335 150 GTEX 1 50 100 0.0 0.0025 25 7676 -36 2316.1547113492925 2315.3746365739366 150 GTEX 1 50 100 0.0 0.0025 25 7676 -37 2315.346530526269 2313.560159777507 150 GTEX 1 50 100 0.0 0.0025 25 7676 -38 2314.1929874003117 2310.832984605216 150 GTEX 1 50 100 0.0 0.0025 25 7676 -39 2313.41664685243 2311.9811719306977 150 GTEX 1 50 100 0.0 0.0025 25 7676 -40 2312.247747727303 2311.7732114610562 150 GTEX 1 50 100 0.0 0.0025 25 7676 -41 2310.68008843528 2308.6059375371315 150 GTEX 1 50 100 0.0 0.0025 25 7676 -42 2309.925652384393 2308.658178989425 150 GTEX 1 50 100 0.0 0.0025 25 7676 -43 2308.669184888544 2308.5492741689936 150 GTEX 1 50 100 0.0 0.0025 25 7676 -44 2308.677559373597 2308.104089309054 150 GTEX 1 50 100 0.0 0.0025 25 7676 -45 2307.18885163182 2307.4055867358306 150 GTEX 1 50 100 0.0 0.0025 25 7676 -46 2306.0798214769065 2306.4811723948433 150 GTEX 1 50 100 0.0 0.0025 25 7676 -47 2305.635216512788 2304.2738018543546 150 GTEX 1 50 100 0.0 0.0025 25 7676 -48 2305.580666079168 2305.163440544796 150 GTEX 1 50 100 0.0 0.0025 25 7676 -49 2304.3582966241283 2304.9313909146267 150 GTEX 1 50 100 0.0 0.0025 25 7676 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 3427f4847..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3775.5868995177325 4454.059383261793 150 GTEX 1 50 100 1.0 0.0025 25 4126 -1 2697.3604313782002 2930.6362583174905 150 GTEX 1 50 100 1.0 0.0025 25 4126 -2 2565.3701326090795 2631.318726282156 150 GTEX 1 50 100 1.0 0.0025 25 4126 -3 2509.601367228762 2511.2998487813393 150 GTEX 1 50 100 1.0 0.0025 25 4126 -4 2479.687552557156 2470.7844883443736 150 GTEX 1 50 100 1.0 0.0025 25 4126 -5 2456.7607861828424 2439.802743193768 150 GTEX 1 50 100 1.0 0.0025 25 4126 -6 2437.804654413233 2428.254550484197 150 GTEX 1 50 100 1.0 0.0025 25 4126 -7 2425.769747642097 2404.2340876938274 150 GTEX 1 50 100 1.0 0.0025 25 4126 -8 2413.3683210892523 2398.9117661392734 150 GTEX 1 50 100 1.0 0.0025 25 4126 -9 2402.507634352389 2405.5479204881326 150 GTEX 1 50 100 1.0 0.0025 25 4126 -10 2396.1741058681637 2381.6437658737823 150 GTEX 1 50 100 1.0 0.0025 25 4126 -11 2389.7313614222016 2374.5097883681383 150 GTEX 1 50 100 1.0 0.0025 25 4126 -12 2381.356697653898 2372.658948542954 150 GTEX 1 50 100 1.0 0.0025 25 4126 -13 2375.9866534739094 2367.3835101109494 150 GTEX 1 50 100 1.0 0.0025 25 4126 -14 2369.6221400706486 2361.0194681261883 150 GTEX 1 50 100 1.0 0.0025 25 4126 -15 2367.3865600212002 2365.455473577115 150 GTEX 1 50 100 1.0 0.0025 25 4126 -16 2362.3912909388782 2355.2653776103552 150 GTEX 1 50 100 1.0 0.0025 25 4126 -17 2357.9751575631553 2349.3550626225347 150 GTEX 1 50 100 1.0 0.0025 25 4126 -18 2354.8203121905367 2349.568106879753 150 GTEX 1 50 100 1.0 0.0025 25 4126 -19 2351.276924788492 2338.4918899826225 150 GTEX 1 50 100 1.0 0.0025 25 4126 -20 2347.943407909135 2339.295956919855 150 GTEX 1 50 100 1.0 0.0025 25 4126 -21 2345.240256914232 2334.940590746049 150 GTEX 1 50 100 1.0 0.0025 25 4126 -22 2342.2449714303634 2340.978768584393 150 GTEX 1 50 100 1.0 0.0025 25 4126 -23 2339.276406050912 2329.808827911493 150 GTEX 1 50 100 1.0 0.0025 25 4126 -24 2337.549244275551 2325.831757171979 150 GTEX 1 50 100 1.0 0.0025 25 4126 -25 2336.2064418774594 2328.3626226272872 150 GTEX 1 50 100 1.0 0.0025 25 4126 -26 2333.5593925517173 2324.157987297261 150 GTEX 1 50 100 1.0 0.0025 25 4126 -27 2331.5503023557985 2322.1223610997654 150 GTEX 1 50 100 1.0 0.0025 25 4126 -28 2329.2689440179124 2318.39604761392 150 GTEX 1 50 100 1.0 0.0025 25 4126 -29 2328.5438188194435 2321.23363399143 150 GTEX 1 50 100 1.0 0.0025 25 4126 -30 2325.8970625552906 2316.4152952709123 150 GTEX 1 50 100 1.0 0.0025 25 4126 -31 2324.590722651092 2315.777235139912 150 GTEX 1 50 100 1.0 0.0025 25 4126 -32 2322.5277712991096 2314.6557552207105 150 GTEX 1 50 100 1.0 0.0025 25 4126 -33 2322.1100836705796 2312.5258598762775 150 GTEX 1 50 100 1.0 0.0025 25 4126 -34 2320.2286899301107 2312.1786046481407 150 GTEX 1 50 100 1.0 0.0025 25 4126 -35 2318.459218844902 2316.3505186363773 150 GTEX 1 50 100 1.0 0.0025 25 4126 -36 2317.918567844841 2309.9136268992843 150 GTEX 1 50 100 1.0 0.0025 25 4126 -37 2316.2738286871913 2309.1111642815767 150 GTEX 1 50 100 1.0 0.0025 25 4126 -38 2315.65803614385 2310.15013789768 150 GTEX 1 50 100 1.0 0.0025 25 4126 -39 2314.310789313578 2305.482933363534 150 GTEX 1 50 100 1.0 0.0025 25 4126 -40 2313.30710028091 2304.444051416201 150 GTEX 1 50 100 1.0 0.0025 25 4126 -41 2311.989638349002 2303.8160470012476 150 GTEX 1 50 100 1.0 0.0025 25 4126 -42 2310.854754122255 2302.4057735544648 150 GTEX 1 50 100 1.0 0.0025 25 4126 -43 2310.3032301865196 2301.26362035483 150 GTEX 1 50 100 1.0 0.0025 25 4126 -44 2309.948621563515 2301.0767019293608 150 GTEX 1 50 100 1.0 0.0025 25 4126 -45 2309.2388374841967 2302.958618860281 150 GTEX 1 50 100 1.0 0.0025 25 4126 -46 2307.6146915766612 2298.136520095651 150 GTEX 1 50 100 1.0 0.0025 25 4126 -47 2307.412337810371 2299.818256566733 150 GTEX 1 50 100 1.0 0.0025 25 4126 -48 2306.611367426818 2298.1573938870156 150 GTEX 1 50 100 1.0 0.0025 25 4126 -49 2306.3508452676074 2296.851121329536 150 GTEX 1 50 100 1.0 0.0025 25 4126 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 2b1b135f8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3067.226051241112 2706.9343206021267 50 GTEX 1 100 100 0.5 0.0025 25 2538 -1 2501.6933445723466 2460.38395754738 50 GTEX 1 100 100 0.5 0.0025 25 2538 -2 2440.899018207573 2400.133126726622 50 GTEX 1 100 100 0.5 0.0025 25 2538 -3 2409.1065312143087 2379.7392373900902 50 GTEX 1 100 100 0.5 0.0025 25 2538 -4 2388.103540046799 2357.7369742157794 50 GTEX 1 100 100 0.5 0.0025 25 2538 -5 2373.348100510119 2357.4202546674487 50 GTEX 1 100 100 0.5 0.0025 25 2538 -6 2360.710903587998 2340.3371029697896 50 GTEX 1 100 100 0.5 0.0025 25 2538 -7 2352.6512917816494 2332.0826383525427 50 GTEX 1 100 100 0.5 0.0025 25 2538 -8 2344.9168395705974 2324.6032821597255 50 GTEX 1 100 100 0.5 0.0025 25 2538 -9 2340.014167789674 2316.1004211657855 50 GTEX 1 100 100 0.5 0.0025 25 2538 -10 2334.3619211595214 2313.4902673293427 50 GTEX 1 100 100 0.5 0.0025 25 2538 -11 2330.0402143475776 2307.96699645764 50 GTEX 1 100 100 0.5 0.0025 25 2538 -12 2326.9232881634066 2303.608929420152 50 GTEX 1 100 100 0.5 0.0025 25 2538 -13 2323.141150700501 2299.378743334868 50 GTEX 1 100 100 0.5 0.0025 25 2538 -14 2320.407915607959 2299.3741130176154 50 GTEX 1 100 100 0.5 0.0025 25 2538 -15 2318.023996132536 2296.603291442639 50 GTEX 1 100 100 0.5 0.0025 25 2538 -16 2316.001913384776 2295.7057399967325 50 GTEX 1 100 100 0.5 0.0025 25 2538 -17 2314.0644795583094 2292.1819683118465 50 GTEX 1 100 100 0.5 0.0025 25 2538 -18 2311.7475665108486 2289.764171295746 50 GTEX 1 100 100 0.5 0.0025 25 2538 -19 2309.7985471840507 2289.5680692839533 50 GTEX 1 100 100 0.5 0.0025 25 2538 -20 2308.3772539231672 2288.077418106137 50 GTEX 1 100 100 0.5 0.0025 25 2538 -21 2307.097095580165 2288.9942552689818 50 GTEX 1 100 100 0.5 0.0025 25 2538 -22 2305.8796046309303 2286.171059496049 50 GTEX 1 100 100 0.5 0.0025 25 2538 -23 2304.4955275871944 2284.0421175068323 50 GTEX 1 100 100 0.5 0.0025 25 2538 -24 2303.003594465891 2283.3119666966195 50 GTEX 1 100 100 0.5 0.0025 25 2538 -25 2301.7190101553424 2280.9922069941185 50 GTEX 1 100 100 0.5 0.0025 25 2538 -26 2301.811504869712 2279.875782085462 50 GTEX 1 100 100 0.5 0.0025 25 2538 -27 2300.388326978336 2278.9256452553172 50 GTEX 1 100 100 0.5 0.0025 25 2538 -28 2299.7553124762744 2278.318956266338 50 GTEX 1 100 100 0.5 0.0025 25 2538 -29 2298.900514926026 2278.425409469314 50 GTEX 1 100 100 0.5 0.0025 25 2538 -30 2297.99701618224 2278.7282032549606 50 GTEX 1 100 100 0.5 0.0025 25 2538 -31 2297.184089716251 2279.142572091106 50 GTEX 1 100 100 0.5 0.0025 25 2538 -32 2297.424349544594 2277.1763841752318 50 GTEX 1 100 100 0.5 0.0025 25 2538 -33 2296.0749950898517 2276.186422253743 50 GTEX 1 100 100 0.5 0.0025 25 2538 -34 2295.951728805489 2274.94809412503 50 GTEX 1 100 100 0.5 0.0025 25 2538 -35 2295.426136848931 2273.825090879723 50 GTEX 1 100 100 0.5 0.0025 25 2538 -36 2294.480320336638 2275.1557733223917 50 GTEX 1 100 100 0.5 0.0025 25 2538 -37 2294.221394001449 2278.5026020006535 50 GTEX 1 100 100 0.5 0.0025 25 2538 -38 2294.439754645248 2273.4569050023765 50 GTEX 1 100 100 0.5 0.0025 25 2538 -39 2293.6151756285817 2276.248409372772 50 GTEX 1 100 100 0.5 0.0025 25 2538 -40 2293.4107549064347 2274.660772171311 50 GTEX 1 100 100 0.5 0.0025 25 2538 -41 2291.75110537653 2273.3898243487106 50 GTEX 1 100 100 0.5 0.0025 25 2538 -42 2292.6374875080046 2272.5780901890744 50 GTEX 1 100 100 0.5 0.0025 25 2538 -43 2292.232831552614 2273.887739870485 50 GTEX 1 100 100 0.5 0.0025 25 2538 -44 2292.2603719922245 2273.710631628 50 GTEX 1 100 100 0.5 0.0025 25 2538 -45 2291.1117724624846 2271.0918001240198 50 GTEX 1 100 100 0.5 0.0025 25 2538 -46 2292.6191863997556 2270.0230870700157 50 GTEX 1 100 100 0.5 0.0025 25 2538 -47 2292.069939106939 2276.2282009342325 50 GTEX 1 100 100 0.5 0.0025 25 2538 -48 2290.3736552279465 2271.667465151943 50 GTEX 1 100 100 0.5 0.0025 25 2538 -49 2290.8350144746223 2270.7718575481226 50 GTEX 1 100 100 0.5 0.0025 25 2538 -50 2290.5238083657787 2270.2345555526676 50 GTEX 1 100 100 0.5 0.0025 25 2538 -51 2290.0654488226373 2274.857094652299 50 GTEX 1 100 100 0.5 0.0025 25 2538 -52 2289.801724467847 2270.4110450889675 50 GTEX 1 100 100 0.5 0.0025 25 2538 -53 2290.071019107492 2268.27756050603 50 GTEX 1 100 100 0.5 0.0025 25 2538 -54 2289.3056564548647 2273.0175990115554 50 GTEX 1 100 100 0.5 0.0025 25 2538 -55 2290.3452509993595 2271.996926427341 50 GTEX 1 100 100 0.5 0.0025 25 2538 -56 2289.1823885458202 2268.0942522056203 50 GTEX 1 100 100 0.5 0.0025 25 2538 -57 2289.085342273448 2268.105020385278 50 GTEX 1 100 100 0.5 0.0025 25 2538 -58 2289.1485646377714 2269.0830045634802 50 GTEX 1 100 100 0.5 0.0025 25 2538 -59 2289.649766644165 2275.9863188420863 50 GTEX 1 100 100 0.5 0.0025 25 2538 -60 2289.032181638768 2268.514032516189 50 GTEX 1 100 100 0.5 0.0025 25 2538 -61 2289.0648319078773 2268.1947397442373 50 GTEX 1 100 100 0.5 0.0025 25 2538 -62 2289.199353031212 2268.7043494162904 50 GTEX 1 100 100 0.5 0.0025 25 2538 -63 2289.313959428145 2278.3670296904706 50 GTEX 1 100 100 0.5 0.0025 25 2538 -64 2289.3941982676665 2271.721782263694 50 GTEX 1 100 100 0.5 0.0025 25 2538 -65 2288.205081039111 2268.975688513694 50 GTEX 1 100 100 0.5 0.0025 25 2538 -66 2288.3552164601792 2267.4245614751662 50 GTEX 1 100 100 0.5 0.0025 25 2538 -67 2288.399137789286 2268.1900309863654 50 GTEX 1 100 100 0.5 0.0025 25 2538 -68 2287.9976909150287 2267.451799864098 50 GTEX 1 100 100 0.5 0.0025 25 2538 -69 2288.1879194257026 2267.507613845651 50 GTEX 1 100 100 0.5 0.0025 25 2538 -70 2289.4198595697553 2270.2142366474573 50 GTEX 1 100 100 0.5 0.0025 25 2538 -71 2288.185247882034 2267.0865682739723 50 GTEX 1 100 100 0.5 0.0025 25 2538 -72 2287.488476031255 2267.127976566213 50 GTEX 1 100 100 0.5 0.0025 25 2538 -73 2288.058469603706 2267.169811872475 50 GTEX 1 100 100 0.5 0.0025 25 2538 -74 2287.513996501829 2269.253394761466 50 GTEX 1 100 100 0.5 0.0025 25 2538 -75 2287.148063023818 2266.722284469314 50 GTEX 1 100 100 0.5 0.0025 25 2538 -76 2287.493519326179 2267.546109159636 50 GTEX 1 100 100 0.5 0.0025 25 2538 -77 2287.5835896289827 2268.1071587044025 50 GTEX 1 100 100 0.5 0.0025 25 2538 -78 2287.6767930655087 2270.4387954305785 50 GTEX 1 100 100 0.5 0.0025 25 2538 -79 2286.7812317158864 2267.7091310450332 50 GTEX 1 100 100 0.5 0.0025 25 2538 -80 2286.976432602849 2266.7888828756236 50 GTEX 1 100 100 0.5 0.0025 25 2538 -81 2287.094479430398 2267.4313171154645 50 GTEX 1 100 100 0.5 0.0025 25 2538 -82 2287.051419285619 2268.841561088997 50 GTEX 1 100 100 0.5 0.0025 25 2538 -83 2287.600333338216 2267.8612831028695 50 GTEX 1 100 100 0.5 0.0025 25 2538 -84 2287.458732781471 2268.005174295984 50 GTEX 1 100 100 0.5 0.0025 25 2538 -85 2286.9282070283616 2267.07522965928 50 GTEX 1 100 100 0.5 0.0025 25 2538 -86 2286.722056278347 2270.2781578615136 50 GTEX 1 100 100 0.5 0.0025 25 2538 -87 2287.141075810422 2275.984319302519 50 GTEX 1 100 100 0.5 0.0025 25 2538 -88 2287.412698876484 2272.662895637773 50 GTEX 1 100 100 0.5 0.0025 25 2538 -89 2288.0036541406994 2270.370804123099 50 GTEX 1 100 100 0.5 0.0025 25 2538 -90 2287.0279394407466 2267.0248392199383 50 GTEX 1 100 100 0.5 0.0025 25 2538 -91 2286.5437602535453 2267.5993749814343 50 GTEX 1 100 100 0.5 0.0025 25 2538 -92 2287.3593966624194 2264.581658541023 50 GTEX 1 100 100 0.5 0.0025 25 2538 -93 2287.0021559522966 2265.147051096869 50 GTEX 1 100 100 0.5 0.0025 25 2538 -94 2286.307404483172 2265.2429538045094 50 GTEX 1 100 100 0.5 0.0025 25 2538 -95 2286.28326478553 2265.291960625594 50 GTEX 1 100 100 0.5 0.0025 25 2538 -96 2286.2096439956726 2267.7118193767824 50 GTEX 1 100 100 0.5 0.0025 25 2538 -97 2286.3501619214276 2266.5391107711503 50 GTEX 1 100 100 0.5 0.0025 25 2538 -98 2286.3981942103987 2270.8863492900427 50 GTEX 1 100 100 0.5 0.0025 25 2538 -99 2286.8843535748356 2265.7593353619595 50 GTEX 1 100 100 0.5 0.0025 25 2538 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index 42b491669..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3076.780878592661 2599.4741034562144 50 GTEX 1 100 100 0.0 0.0025 25 4105 -1 2503.5434480826075 2448.852823119653 50 GTEX 1 100 100 0.0 0.0025 25 4105 -2 2440.3855440537277 2414.0079763434233 50 GTEX 1 100 100 0.0 0.0025 25 4105 -3 2408.7087711806885 2391.430509966136 50 GTEX 1 100 100 0.0 0.0025 25 4105 -4 2389.7092006123657 2385.4152038342145 50 GTEX 1 100 100 0.0 0.0025 25 4105 -5 2373.09655564436 2359.211894104236 50 GTEX 1 100 100 0.0 0.0025 25 4105 -6 2362.2429151767737 2349.555252829432 50 GTEX 1 100 100 0.0 0.0025 25 4105 -7 2352.9508506522657 2346.1398805103377 50 GTEX 1 100 100 0.0 0.0025 25 4105 -8 2345.092128490538 2339.634240212096 50 GTEX 1 100 100 0.0 0.0025 25 4105 -9 2339.7821024935715 2332.5717058653163 50 GTEX 1 100 100 0.0 0.0025 25 4105 -10 2334.3802882607843 2325.7135023689993 50 GTEX 1 100 100 0.0 0.0025 25 4105 -11 2329.839441086884 2324.954180467265 50 GTEX 1 100 100 0.0 0.0025 25 4105 -12 2325.9351031822303 2319.5072606307926 50 GTEX 1 100 100 0.0 0.0025 25 4105 -13 2322.9134405306754 2314.637690206898 50 GTEX 1 100 100 0.0 0.0025 25 4105 -14 2319.420484221094 2313.2309960194866 50 GTEX 1 100 100 0.0 0.0025 25 4105 -15 2317.025301705926 2310.738408890061 50 GTEX 1 100 100 0.0 0.0025 25 4105 -16 2314.879819759386 2310.0981937306915 50 GTEX 1 100 100 0.0 0.0025 25 4105 -17 2312.8246858330253 2307.720175391368 50 GTEX 1 100 100 0.0 0.0025 25 4105 -18 2310.4906348976624 2306.608777180371 50 GTEX 1 100 100 0.0 0.0025 25 4105 -19 2308.6138446792147 2305.9931162554954 50 GTEX 1 100 100 0.0 0.0025 25 4105 -20 2307.198296627223 2302.1611940797293 50 GTEX 1 100 100 0.0 0.0025 25 4105 -21 2305.5831779656473 2304.592481954016 50 GTEX 1 100 100 0.0 0.0025 25 4105 -22 2304.507003872828 2300.130048512506 50 GTEX 1 100 100 0.0 0.0025 25 4105 -23 2302.880308685351 2299.9448854859793 50 GTEX 1 100 100 0.0 0.0025 25 4105 -24 2301.5808174840067 2297.610091176776 50 GTEX 1 100 100 0.0 0.0025 25 4105 -25 2300.816405192668 2296.4058526913022 50 GTEX 1 100 100 0.0 0.0025 25 4105 -26 2300.4510392700467 2302.8100873707817 50 GTEX 1 100 100 0.0 0.0025 25 4105 -27 2299.1369306806705 2298.094204862761 50 GTEX 1 100 100 0.0 0.0025 25 4105 -28 2298.5811458501817 2294.0544359330443 50 GTEX 1 100 100 0.0 0.0025 25 4105 -29 2297.262361865972 2296.0459736290995 50 GTEX 1 100 100 0.0 0.0025 25 4105 -30 2297.5202451814525 2293.9917512030656 50 GTEX 1 100 100 0.0 0.0025 25 4105 -31 2297.2498681171273 2311.5135437707936 50 GTEX 1 100 100 0.0 0.0025 25 4105 -32 2295.652643748721 2293.802970161003 50 GTEX 1 100 100 0.0 0.0025 25 4105 -33 2295.370025715355 2290.538651266932 50 GTEX 1 100 100 0.0 0.0025 25 4105 -34 2294.919441794523 2290.6538150917895 50 GTEX 1 100 100 0.0 0.0025 25 4105 -35 2294.060629862697 2290.1798643395023 50 GTEX 1 100 100 0.0 0.0025 25 4105 -36 2293.364028758203 2290.5933564044676 50 GTEX 1 100 100 0.0 0.0025 25 4105 -37 2292.7592161732036 2291.8769201706573 50 GTEX 1 100 100 0.0 0.0025 25 4105 -38 2292.825185564411 2293.1468635820165 50 GTEX 1 100 100 0.0 0.0025 25 4105 -39 2292.3646049785602 2290.5167435910766 50 GTEX 1 100 100 0.0 0.0025 25 4105 -40 2292.891083057017 2288.7824215036835 50 GTEX 1 100 100 0.0 0.0025 25 4105 -41 2291.4861933795933 2290.4592034517586 50 GTEX 1 100 100 0.0 0.0025 25 4105 -42 2291.3710934663254 2288.238472478018 50 GTEX 1 100 100 0.0 0.0025 25 4105 -43 2291.63581210038 2289.356816164894 50 GTEX 1 100 100 0.0 0.0025 25 4105 -44 2291.1353500203422 2291.2803472366622 50 GTEX 1 100 100 0.0 0.0025 25 4105 -45 2290.6386112975915 2288.5992515186845 50 GTEX 1 100 100 0.0 0.0025 25 4105 -46 2290.432762996214 2286.5068062321766 50 GTEX 1 100 100 0.0 0.0025 25 4105 -47 2289.5003075289906 2285.1630896506654 50 GTEX 1 100 100 0.0 0.0025 25 4105 -48 2289.870268257087 2289.1449350567373 50 GTEX 1 100 100 0.0 0.0025 25 4105 -49 2290.399060242982 2286.603384271774 50 GTEX 1 100 100 0.0 0.0025 25 4105 -50 2289.5607968954246 2286.36600810584 50 GTEX 1 100 100 0.0 0.0025 25 4105 -51 2289.436982706581 2288.150352100909 50 GTEX 1 100 100 0.0 0.0025 25 4105 -52 2288.4318633610915 2285.364551616712 50 GTEX 1 100 100 0.0 0.0025 25 4105 -53 2289.109149091911 2285.0103945423893 50 GTEX 1 100 100 0.0 0.0025 25 4105 -54 2288.9086774546204 2287.0109060309233 50 GTEX 1 100 100 0.0 0.0025 25 4105 -55 2289.0231158388597 2286.6396405470236 50 GTEX 1 100 100 0.0 0.0025 25 4105 -56 2288.828049284686 2284.201726993227 50 GTEX 1 100 100 0.0 0.0025 25 4105 -57 2288.987668358261 2283.9998078436906 50 GTEX 1 100 100 0.0 0.0025 25 4105 -58 2287.935743384091 2287.6163905618764 50 GTEX 1 100 100 0.0 0.0025 25 4105 -59 2287.83412603175 2284.0245519137657 50 GTEX 1 100 100 0.0 0.0025 25 4105 -60 2288.486105053657 2284.9943109664628 50 GTEX 1 100 100 0.0 0.0025 25 4105 -61 2288.180109324042 2284.9594522338402 50 GTEX 1 100 100 0.0 0.0025 25 4105 -62 2287.95665140979 2285.4395552370484 50 GTEX 1 100 100 0.0 0.0025 25 4105 -63 2287.273110423255 2285.9383776994714 50 GTEX 1 100 100 0.0 0.0025 25 4105 -64 2286.7532101642546 2287.9021608766043 50 GTEX 1 100 100 0.0 0.0025 25 4105 -65 2287.6443235744478 2286.7322756691124 50 GTEX 1 100 100 0.0 0.0025 25 4105 -66 2287.50151567307 2285.2225666698846 50 GTEX 1 100 100 0.0 0.0025 25 4105 -67 2288.0105798740856 2283.698205055846 50 GTEX 1 100 100 0.0 0.0025 25 4105 -68 2287.7075951949864 2283.272312410884 50 GTEX 1 100 100 0.0 0.0025 25 4105 -69 2287.1636760321217 2283.449887119772 50 GTEX 1 100 100 0.0 0.0025 25 4105 -70 2287.4389028995456 2283.749062889882 50 GTEX 1 100 100 0.0 0.0025 25 4105 -71 2287.1629173832457 2285.9312075770854 50 GTEX 1 100 100 0.0 0.0025 25 4105 -72 2286.6349421737186 2284.703646699739 50 GTEX 1 100 100 0.0 0.0025 25 4105 -73 2286.847045008731 2281.877252963106 50 GTEX 1 100 100 0.0 0.0025 25 4105 -74 2286.1502039671523 2284.3591526742216 50 GTEX 1 100 100 0.0 0.0025 25 4105 -75 2286.6118084633626 2286.411659617841 50 GTEX 1 100 100 0.0 0.0025 25 4105 -76 2287.300498194386 2282.549566580769 50 GTEX 1 100 100 0.0 0.0025 25 4105 -77 2287.429348818387 2284.1766213536716 50 GTEX 1 100 100 0.0 0.0025 25 4105 -78 2285.6583622922058 2283.371303543845 50 GTEX 1 100 100 0.0 0.0025 25 4105 -79 2286.1284917241305 2284.3700582409992 50 GTEX 1 100 100 0.0 0.0025 25 4105 -80 2285.7646552714777 2282.4713092992515 50 GTEX 1 100 100 0.0 0.0025 25 4105 -81 2286.584627000989 2282.1353184224986 50 GTEX 1 100 100 0.0 0.0025 25 4105 -82 2286.1966721778613 2282.329750902299 50 GTEX 1 100 100 0.0 0.0025 25 4105 -83 2285.256373083804 2286.8618331154944 50 GTEX 1 100 100 0.0 0.0025 25 4105 -84 2287.3270857454268 2281.608083282587 50 GTEX 1 100 100 0.0 0.0025 25 4105 -85 2285.84749055828 2286.2309992685064 50 GTEX 1 100 100 0.0 0.0025 25 4105 -86 2286.1513120256964 2283.5423361194453 50 GTEX 1 100 100 0.0 0.0025 25 4105 -87 2285.406394467707 2292.1967727022934 50 GTEX 1 100 100 0.0 0.0025 25 4105 -88 2286.0327748022323 2281.5357262208886 50 GTEX 1 100 100 0.0 0.0025 25 4105 -89 2285.629547638136 2285.917056239603 50 GTEX 1 100 100 0.0 0.0025 25 4105 -90 2286.223317701663 2282.934143762625 50 GTEX 1 100 100 0.0 0.0025 25 4105 -91 2285.3722100866826 2282.246847522576 50 GTEX 1 100 100 0.0 0.0025 25 4105 -92 2286.045011438789 2285.4254688799606 50 GTEX 1 100 100 0.0 0.0025 25 4105 -93 2285.441452231064 2282.8820633688806 50 GTEX 1 100 100 0.0 0.0025 25 4105 -94 2285.523315004176 2282.956976944956 50 GTEX 1 100 100 0.0 0.0025 25 4105 -95 2286.096461206527 2283.935308768269 50 GTEX 1 100 100 0.0 0.0025 25 4105 -96 2285.881809478402 2282.1786283195697 50 GTEX 1 100 100 0.0 0.0025 25 4105 -97 2285.7227883391815 2285.546493936401 50 GTEX 1 100 100 0.0 0.0025 25 4105 -98 2285.3000072569107 2283.745945223384 50 GTEX 1 100 100 0.0 0.0025 25 4105 -99 2285.322785755164 2282.1991574827707 50 GTEX 1 100 100 0.0 0.0025 25 4105 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index ebf5d0698..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3084.971782867667 2820.1283404564224 50 GTEX 1 100 100 1.0 0.0025 25 624 -1 2506.1862974004684 2445.4726539292715 50 GTEX 1 100 100 1.0 0.0025 25 624 -2 2444.327326378803 2404.213109237613 50 GTEX 1 100 100 1.0 0.0025 25 624 -3 2408.0939964487043 2383.739391486454 50 GTEX 1 100 100 1.0 0.0025 25 624 -4 2389.4970118239676 2352.5853698498395 50 GTEX 1 100 100 1.0 0.0025 25 624 -5 2374.7389912615863 2347.472821950006 50 GTEX 1 100 100 1.0 0.0025 25 624 -6 2363.5643659337616 2335.3930756891637 50 GTEX 1 100 100 1.0 0.0025 25 624 -7 2354.18148024573 2325.399765420776 50 GTEX 1 100 100 1.0 0.0025 25 624 -8 2346.4279125484 2319.426853890655 50 GTEX 1 100 100 1.0 0.0025 25 624 -9 2340.8988479512714 2320.4635576023347 50 GTEX 1 100 100 1.0 0.0025 25 624 -10 2335.086135479041 2309.280506438629 50 GTEX 1 100 100 1.0 0.0025 25 624 -11 2331.2061168895902 2308.67887942238 50 GTEX 1 100 100 1.0 0.0025 25 624 -12 2327.6391368949376 2306.3987893224216 50 GTEX 1 100 100 1.0 0.0025 25 624 -13 2324.2780822579834 2298.3271368338583 50 GTEX 1 100 100 1.0 0.0025 25 624 -14 2320.5868282122688 2297.111859107652 50 GTEX 1 100 100 1.0 0.0025 25 624 -15 2318.8813829350474 2292.6314609077945 50 GTEX 1 100 100 1.0 0.0025 25 624 -16 2317.5308479042333 2292.623640517318 50 GTEX 1 100 100 1.0 0.0025 25 624 -17 2313.7095407639285 2289.2367542107295 50 GTEX 1 100 100 1.0 0.0025 25 624 -18 2312.0251571608533 2289.429166728553 50 GTEX 1 100 100 1.0 0.0025 25 624 -19 2310.0151152368508 2286.279708108068 50 GTEX 1 100 100 1.0 0.0025 25 624 -20 2308.7931768123813 2285.5208768083116 50 GTEX 1 100 100 1.0 0.0025 25 624 -21 2307.277004062632 2284.06951834675 50 GTEX 1 100 100 1.0 0.0025 25 624 -22 2305.788564238564 2283.1194994096068 50 GTEX 1 100 100 1.0 0.0025 25 624 -23 2304.601766694092 2281.87241053128 50 GTEX 1 100 100 1.0 0.0025 25 624 -24 2303.5715581149075 2280.5757884906725 50 GTEX 1 100 100 1.0 0.0025 25 624 -25 2302.7810353615273 2283.352691766427 50 GTEX 1 100 100 1.0 0.0025 25 624 -26 2302.454303461407 2280.817018922291 50 GTEX 1 100 100 1.0 0.0025 25 624 -27 2301.2570839464142 2277.005975875564 50 GTEX 1 100 100 1.0 0.0025 25 624 -28 2299.9008613184283 2278.862715920568 50 GTEX 1 100 100 1.0 0.0025 25 624 -29 2299.454721700834 2278.0310286025133 50 GTEX 1 100 100 1.0 0.0025 25 624 -30 2298.380922428114 2277.452021725731 50 GTEX 1 100 100 1.0 0.0025 25 624 -31 2298.1869740931907 2274.9315654334005 50 GTEX 1 100 100 1.0 0.0025 25 624 -32 2297.6615117758975 2275.7158170634802 50 GTEX 1 100 100 1.0 0.0025 25 624 -33 2296.7792593010176 2277.5058027492278 50 GTEX 1 100 100 1.0 0.0025 25 624 -34 2296.939293648331 2273.462715177935 50 GTEX 1 100 100 1.0 0.0025 25 624 -35 2295.862124347858 2272.986203733959 50 GTEX 1 100 100 1.0 0.0025 25 624 -36 2295.4271838916598 2273.3300878720593 50 GTEX 1 100 100 1.0 0.0025 25 624 -37 2294.5290917525185 2273.8392751715483 50 GTEX 1 100 100 1.0 0.0025 25 624 -38 2294.3625024086546 2270.9918324285586 50 GTEX 1 100 100 1.0 0.0025 25 624 -39 2294.307805470029 2270.5772695795213 50 GTEX 1 100 100 1.0 0.0025 25 624 -40 2294.512905360603 2273.199561289508 50 GTEX 1 100 100 1.0 0.0025 25 624 -41 2293.507442562611 2270.682006371792 50 GTEX 1 100 100 1.0 0.0025 25 624 -42 2293.076781027393 2268.9112488489186 50 GTEX 1 100 100 1.0 0.0025 25 624 -43 2292.7666827449957 2269.7024204268655 50 GTEX 1 100 100 1.0 0.0025 25 624 -44 2292.0829930098466 2270.783761492247 50 GTEX 1 100 100 1.0 0.0025 25 624 -45 2292.2630254838764 2270.0474691064637 50 GTEX 1 100 100 1.0 0.0025 25 624 -46 2292.226817574989 2268.439600259179 50 GTEX 1 100 100 1.0 0.0025 25 624 -47 2292.203567996478 2271.2033552162547 50 GTEX 1 100 100 1.0 0.0025 25 624 -48 2291.970755862676 2268.8045895652626 50 GTEX 1 100 100 1.0 0.0025 25 624 -49 2291.716234503118 2268.4469124101415 50 GTEX 1 100 100 1.0 0.0025 25 624 -50 2290.194182572728 2270.309870150606 50 GTEX 1 100 100 1.0 0.0025 25 624 -51 2291.2998604682302 2269.9014734768593 50 GTEX 1 100 100 1.0 0.0025 25 624 -52 2291.2741126454066 2272.450757857058 50 GTEX 1 100 100 1.0 0.0025 25 624 -53 2290.761477652429 2271.3424155811845 50 GTEX 1 100 100 1.0 0.0025 25 624 -54 2290.774224774216 2269.5158570728377 50 GTEX 1 100 100 1.0 0.0025 25 624 -55 2290.366277755749 2265.7983110667183 50 GTEX 1 100 100 1.0 0.0025 25 624 -56 2289.862568092205 2266.8358613801092 50 GTEX 1 100 100 1.0 0.0025 25 624 -57 2289.1767090462677 2267.926821864603 50 GTEX 1 100 100 1.0 0.0025 25 624 -58 2289.802782212843 2266.9815516018593 50 GTEX 1 100 100 1.0 0.0025 25 624 -59 2290.199666311059 2268.0588081853016 50 GTEX 1 100 100 1.0 0.0025 25 624 -60 2288.9637436085545 2266.6297407839234 50 GTEX 1 100 100 1.0 0.0025 25 624 -61 2289.8961842473364 2267.3503441176035 50 GTEX 1 100 100 1.0 0.0025 25 624 -62 2288.696424607353 2266.7392443522754 50 GTEX 1 100 100 1.0 0.0025 25 624 -63 2289.6891251714424 2269.2384831533686 50 GTEX 1 100 100 1.0 0.0025 25 624 -64 2288.9703339612684 2269.164207313451 50 GTEX 1 100 100 1.0 0.0025 25 624 -65 2289.89773140828 2266.7841569443617 50 GTEX 1 100 100 1.0 0.0025 25 624 -66 2288.9168513817735 2266.0179930712334 50 GTEX 1 100 100 1.0 0.0025 25 624 -67 2288.7747590623185 2266.7611353188868 50 GTEX 1 100 100 1.0 0.0025 25 624 -68 2288.7602488516854 2265.165984063094 50 GTEX 1 100 100 1.0 0.0025 25 624 -69 2288.913339387808 2267.7762483662073 50 GTEX 1 100 100 1.0 0.0025 25 624 -70 2288.1523130357837 2265.569815399982 50 GTEX 1 100 100 1.0 0.0025 25 624 -71 2289.3097586981835 2267.568979009476 50 GTEX 1 100 100 1.0 0.0025 25 624 -72 2288.2880086232935 2265.961509791617 50 GTEX 1 100 100 1.0 0.0025 25 624 -73 2288.0509358526247 2264.4234804798893 50 GTEX 1 100 100 1.0 0.0025 25 624 -74 2288.7101360936344 2267.213922884981 50 GTEX 1 100 100 1.0 0.0025 25 624 -75 2288.875865310503 2265.0406252784874 50 GTEX 1 100 100 1.0 0.0025 25 624 -76 2287.582205606688 2265.1312283708116 50 GTEX 1 100 100 1.0 0.0025 25 624 -77 2288.672329756077 2264.72341605647 50 GTEX 1 100 100 1.0 0.0025 25 624 -78 2288.3216208069807 2267.3358511689044 50 GTEX 1 100 100 1.0 0.0025 25 624 -79 2288.141855502791 2266.0425157438212 50 GTEX 1 100 100 1.0 0.0025 25 624 -80 2288.517792041392 2266.84188274195 50 GTEX 1 100 100 1.0 0.0025 25 624 -81 2287.340081469265 2266.6222197674074 50 GTEX 1 100 100 1.0 0.0025 25 624 -82 2288.3583536169226 2264.8295722062144 50 GTEX 1 100 100 1.0 0.0025 25 624 -83 2287.401555495818 2268.061944881773 50 GTEX 1 100 100 1.0 0.0025 25 624 -84 2288.131211544048 2265.4220133154113 50 GTEX 1 100 100 1.0 0.0025 25 624 -85 2287.8998871284793 2267.6586603084897 50 GTEX 1 100 100 1.0 0.0025 25 624 -86 2288.639951530852 2265.10295540117 50 GTEX 1 100 100 1.0 0.0025 25 624 -87 2287.3558120993484 2264.3287302459603 50 GTEX 1 100 100 1.0 0.0025 25 624 -88 2287.1491760337717 2265.9035793057865 50 GTEX 1 100 100 1.0 0.0025 25 624 -89 2287.0642433605717 2264.2762692527626 50 GTEX 1 100 100 1.0 0.0025 25 624 -90 2287.4499641693264 2267.3161096609138 50 GTEX 1 100 100 1.0 0.0025 25 624 -91 2287.468067066438 2264.0910152536835 50 GTEX 1 100 100 1.0 0.0025 25 624 -92 2287.3568520760023 2268.5643171303172 50 GTEX 1 100 100 1.0 0.0025 25 624 -93 2287.766552332073 2266.9247285676092 50 GTEX 1 100 100 1.0 0.0025 25 624 -94 2287.3294654395695 2264.327703555727 50 GTEX 1 100 100 1.0 0.0025 25 624 -95 2286.907674510388 2265.184918885902 50 GTEX 1 100 100 1.0 0.0025 25 624 -96 2286.6564425892243 2265.5413131423775 50 GTEX 1 100 100 1.0 0.0025 25 624 -97 2286.6991559289836 2264.6152264845236 50 GTEX 1 100 100 1.0 0.0025 25 624 -98 2287.1056217537316 2266.588954446887 50 GTEX 1 100 100 1.0 0.0025 25 624 -99 2287.3586757938347 2263.905746401943 50 GTEX 1 100 100 1.0 0.0025 25 624 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 2daa4d10b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3066.2224702110784 2610.136191944659 50 GTEX 1 50 100 0.5 0.0025 25 106 -1 2499.7154649972435 2459.730134565114 50 GTEX 1 50 100 0.5 0.0025 25 106 -2 2435.6155209636518 2413.080795230068 50 GTEX 1 50 100 0.5 0.0025 25 106 -3 2403.4605205500025 2387.8428114974454 50 GTEX 1 50 100 0.5 0.0025 25 106 -4 2385.4533820091337 2376.6257057334988 50 GTEX 1 50 100 0.5 0.0025 25 106 -5 2371.1806157346737 2369.914140476473 50 GTEX 1 50 100 0.5 0.0025 25 106 -6 2360.512887746993 2353.771004448372 50 GTEX 1 50 100 0.5 0.0025 25 106 -7 2351.389372886367 2345.6783375323043 50 GTEX 1 50 100 0.5 0.0025 25 106 -8 2344.9823259672166 2339.519701127317 50 GTEX 1 50 100 0.5 0.0025 25 106 -9 2337.9997999062944 2334.68051600003 50 GTEX 1 50 100 0.5 0.0025 25 106 -10 2333.100134301843 2324.5267649603434 50 GTEX 1 50 100 0.5 0.0025 25 106 -11 2328.491129265021 2324.424841819154 50 GTEX 1 50 100 0.5 0.0025 25 106 -12 2324.887470126492 2318.3789201743703 50 GTEX 1 50 100 0.5 0.0025 25 106 -13 2321.096462212282 2317.1310271636617 50 GTEX 1 50 100 0.5 0.0025 25 106 -14 2318.18693997488 2315.8354870466223 50 GTEX 1 50 100 0.5 0.0025 25 106 -15 2314.952048119867 2314.16128412399 50 GTEX 1 50 100 0.5 0.0025 25 106 -16 2313.2535086672374 2312.0621850771595 50 GTEX 1 50 100 0.5 0.0025 25 106 -17 2310.7068124595635 2311.4020573721186 50 GTEX 1 50 100 0.5 0.0025 25 106 -18 2309.0088361266853 2308.162502042241 50 GTEX 1 50 100 0.5 0.0025 25 106 -19 2308.4712202636874 2306.6688886867278 50 GTEX 1 50 100 0.5 0.0025 25 106 -20 2306.7351561107416 2302.306845313243 50 GTEX 1 50 100 0.5 0.0025 25 106 -21 2305.3187552815043 2301.1049475144073 50 GTEX 1 50 100 0.5 0.0025 25 106 -22 2303.243329960529 2306.815050944629 50 GTEX 1 50 100 0.5 0.0025 25 106 -23 2301.9894959443823 2298.6742514258553 50 GTEX 1 50 100 0.5 0.0025 25 106 -24 2300.9964399618825 2297.3341718898528 50 GTEX 1 50 100 0.5 0.0025 25 106 -25 2299.7796623767513 2296.942998733811 50 GTEX 1 50 100 0.5 0.0025 25 106 -26 2299.71134173622 2295.8226095569453 50 GTEX 1 50 100 0.5 0.0025 25 106 -27 2298.775859513227 2296.1058888018356 50 GTEX 1 50 100 0.5 0.0025 25 106 -28 2298.2776724514265 2295.1398357202797 50 GTEX 1 50 100 0.5 0.0025 25 106 -29 2297.993323771266 2305.082139860088 50 GTEX 1 50 100 0.5 0.0025 25 106 -30 2296.7480442961405 2296.251424927222 50 GTEX 1 50 100 0.5 0.0025 25 106 -31 2295.8097377062677 2292.1476141055728 50 GTEX 1 50 100 0.5 0.0025 25 106 -32 2294.947135237866 2291.9814441521357 50 GTEX 1 50 100 0.5 0.0025 25 106 -33 2294.867610793992 2294.958071864603 50 GTEX 1 50 100 0.5 0.0025 25 106 -34 2294.126135033414 2290.642955011288 50 GTEX 1 50 100 0.5 0.0025 25 106 -35 2293.649171366036 2292.5587664121913 50 GTEX 1 50 100 0.5 0.0025 25 106 -36 2292.716100634523 2291.037112159874 50 GTEX 1 50 100 0.5 0.0025 25 106 -37 2293.087598672321 2290.219856523289 50 GTEX 1 50 100 0.5 0.0025 25 106 -38 2292.627611946226 2290.7528164359555 50 GTEX 1 50 100 0.5 0.0025 25 106 -39 2292.6033801575127 2289.237891367633 50 GTEX 1 50 100 0.5 0.0025 25 106 -40 2291.453768502801 2287.841512353701 50 GTEX 1 50 100 0.5 0.0025 25 106 -41 2292.8600338728033 2288.520585092755 50 GTEX 1 50 100 0.5 0.0025 25 106 -42 2290.615210778436 2288.7033097299786 50 GTEX 1 50 100 0.5 0.0025 25 106 -43 2290.3940261287976 2295.516513374822 50 GTEX 1 50 100 0.5 0.0025 25 106 -44 2290.2543029817393 2289.739397752421 50 GTEX 1 50 100 0.5 0.0025 25 106 -45 2290.0423014959038 2292.2958021272725 50 GTEX 1 50 100 0.5 0.0025 25 106 -46 2290.034549831198 2292.862434880362 50 GTEX 1 50 100 0.5 0.0025 25 106 -47 2290.023642080921 2287.1990781138607 50 GTEX 1 50 100 0.5 0.0025 25 106 -48 2289.729285878743 2287.7289444956036 50 GTEX 1 50 100 0.5 0.0025 25 106 -49 2289.576150625198 2285.744459028933 50 GTEX 1 50 100 0.5 0.0025 25 106 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index f2fc8ee12..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3059.8657405535346 2683.4566395110505 50 GTEX 1 50 100 0.0 0.0025 25 5253 -1 2503.904247825093 2465.1034288297587 50 GTEX 1 50 100 0.0 0.0025 25 5253 -2 2436.445214039146 2427.6626784175974 50 GTEX 1 50 100 0.0 0.0025 25 5253 -3 2405.7584123942875 2395.8449516731525 50 GTEX 1 50 100 0.0 0.0025 25 5253 -4 2387.4650487951158 2378.492929901007 50 GTEX 1 50 100 0.0 0.0025 25 5253 -5 2371.2492490361255 2366.6172821857176 50 GTEX 1 50 100 0.0 0.0025 25 5253 -6 2359.7280204324065 2356.406406649165 50 GTEX 1 50 100 0.0 0.0025 25 5253 -7 2350.5881455968347 2350.3427214531844 50 GTEX 1 50 100 0.0 0.0025 25 5253 -8 2344.0813367889364 2341.2807939768745 50 GTEX 1 50 100 0.0 0.0025 25 5253 -9 2337.592476301313 2335.404893070119 50 GTEX 1 50 100 0.0 0.0025 25 5253 -10 2332.865487206381 2331.590877402418 50 GTEX 1 50 100 0.0 0.0025 25 5253 -11 2327.9893493104337 2337.7796862932214 50 GTEX 1 50 100 0.0 0.0025 25 5253 -12 2323.8543935719144 2323.237834973934 50 GTEX 1 50 100 0.0 0.0025 25 5253 -13 2321.017030426828 2322.5200610722877 50 GTEX 1 50 100 0.0 0.0025 25 5253 -14 2317.9341440786084 2319.9091142429597 50 GTEX 1 50 100 0.0 0.0025 25 5253 -15 2314.9221771391744 2314.942015905344 50 GTEX 1 50 100 0.0 0.0025 25 5253 -16 2313.604606224665 2313.9348525130704 50 GTEX 1 50 100 0.0 0.0025 25 5253 -17 2311.235565092063 2313.6342866266637 50 GTEX 1 50 100 0.0 0.0025 25 5253 -18 2310.2560107282616 2314.0226756048746 50 GTEX 1 50 100 0.0 0.0025 25 5253 -19 2307.771385914146 2307.204114558579 50 GTEX 1 50 100 0.0 0.0025 25 5253 -20 2306.2627324996533 2305.816570557569 50 GTEX 1 50 100 0.0 0.0025 25 5253 -21 2304.78832283153 2307.1904830642525 50 GTEX 1 50 100 0.0 0.0025 25 5253 -22 2303.4083962299965 2304.098028030686 50 GTEX 1 50 100 0.0 0.0025 25 5253 -23 2303.0250431494765 2302.9740579699383 50 GTEX 1 50 100 0.0 0.0025 25 5253 -24 2300.9285934962404 2303.589685012179 50 GTEX 1 50 100 0.0 0.0025 25 5253 -25 2299.151444166455 2299.993519598087 50 GTEX 1 50 100 0.0 0.0025 25 5253 -26 2299.1655443642226 2299.8599679461 50 GTEX 1 50 100 0.0 0.0025 25 5253 -27 2297.952624262859 2302.1896907675855 50 GTEX 1 50 100 0.0 0.0025 25 5253 -28 2298.0900759762944 2297.6108147798836 50 GTEX 1 50 100 0.0 0.0025 25 5253 -29 2296.2265103038844 2298.104811751797 50 GTEX 1 50 100 0.0 0.0025 25 5253 -30 2295.767558912497 2296.519832944689 50 GTEX 1 50 100 0.0 0.0025 25 5253 -31 2294.8316833360705 2297.163711141724 50 GTEX 1 50 100 0.0 0.0025 25 5253 -32 2294.798572534239 2298.3960768550974 50 GTEX 1 50 100 0.0 0.0025 25 5253 -33 2293.9142484615554 2294.629691816555 50 GTEX 1 50 100 0.0 0.0025 25 5253 -34 2293.707253006125 2298.646391545865 50 GTEX 1 50 100 0.0 0.0025 25 5253 -35 2293.4177232941565 2296.8806616489424 50 GTEX 1 50 100 0.0 0.0025 25 5253 -36 2291.7548306163844 2292.617494300291 50 GTEX 1 50 100 0.0 0.0025 25 5253 -37 2292.5203268797204 2295.772719466641 50 GTEX 1 50 100 0.0 0.0025 25 5253 -38 2291.936557530022 2293.383053855751 50 GTEX 1 50 100 0.0 0.0025 25 5253 -39 2291.466980902411 2293.2081099245484 50 GTEX 1 50 100 0.0 0.0025 25 5253 -40 2291.0586302666497 2294.801089442728 50 GTEX 1 50 100 0.0 0.0025 25 5253 -41 2290.8585162398 2292.591314395571 50 GTEX 1 50 100 0.0 0.0025 25 5253 -42 2290.9596163502993 2292.1215165867097 50 GTEX 1 50 100 0.0 0.0025 25 5253 -43 2290.351117285703 2290.1938522977066 50 GTEX 1 50 100 0.0 0.0025 25 5253 -44 2289.9577728010377 2295.418202911493 50 GTEX 1 50 100 0.0 0.0025 25 5253 -45 2289.486802944604 2292.1064149109584 50 GTEX 1 50 100 0.0 0.0025 25 5253 -46 2288.416180078868 2293.6001343237585 50 GTEX 1 50 100 0.0 0.0025 25 5253 -47 2288.2891472155334 2290.2441615115554 50 GTEX 1 50 100 0.0 0.0025 25 5253 -48 2288.3947148647935 2291.4754868423984 50 GTEX 1 50 100 0.0 0.0025 25 5253 -49 2288.3426050895546 2290.4408901200095 50 GTEX 1 50 100 0.0 0.0025 25 5253 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index ac98dd005..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.0025lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3073.8747557046436 2728.8930831154944 50 GTEX 1 50 100 1.0 0.0025 25 7388 -1 2509.401478516863 2482.532322176509 50 GTEX 1 50 100 1.0 0.0025 25 7388 -2 2440.581968764235 2421.4050914923955 50 GTEX 1 50 100 1.0 0.0025 25 7388 -3 2407.6377248662293 2401.2485643974273 50 GTEX 1 50 100 1.0 0.0025 25 7388 -4 2386.6967365204046 2387.0958163765445 50 GTEX 1 50 100 1.0 0.0025 25 7388 -5 2373.599741825222 2373.1320053506715 50 GTEX 1 50 100 1.0 0.0025 25 7388 -6 2362.8219781853245 2364.3377755168726 50 GTEX 1 50 100 1.0 0.0025 25 7388 -7 2352.261031251857 2354.9814689839295 50 GTEX 1 50 100 1.0 0.0025 25 7388 -8 2344.6901836643074 2349.5853243635634 50 GTEX 1 50 100 1.0 0.0025 25 7388 -9 2338.8241583531117 2341.6398289901676 50 GTEX 1 50 100 1.0 0.0025 25 7388 -10 2333.183013609776 2335.8915574686607 50 GTEX 1 50 100 1.0 0.0025 25 7388 -11 2329.413586365178 2333.5418315930965 50 GTEX 1 50 100 1.0 0.0025 25 7388 -12 2325.3455482387008 2331.9096545085254 50 GTEX 1 50 100 1.0 0.0025 25 7388 -13 2322.831115316486 2331.237755837096 50 GTEX 1 50 100 1.0 0.0025 25 7388 -14 2318.6020336318347 2322.810559871079 50 GTEX 1 50 100 1.0 0.0025 25 7388 -15 2316.129278508363 2321.9440579142406 50 GTEX 1 50 100 1.0 0.0025 25 7388 -16 2313.8802983699134 2318.5770732459005 50 GTEX 1 50 100 1.0 0.0025 25 7388 -17 2311.6279435875526 2315.861724041261 50 GTEX 1 50 100 1.0 0.0025 25 7388 -18 2309.6831185435676 2314.3351113206986 50 GTEX 1 50 100 1.0 0.0025 25 7388 -19 2307.729874941821 2310.889043655686 50 GTEX 1 50 100 1.0 0.0025 25 7388 -20 2305.992739118038 2311.1396075926805 50 GTEX 1 50 100 1.0 0.0025 25 7388 -21 2305.449853845719 2312.8238850292596 50 GTEX 1 50 100 1.0 0.0025 25 7388 -22 2303.1442627133647 2309.1165590467563 50 GTEX 1 50 100 1.0 0.0025 25 7388 -23 2301.7830705200467 2309.0287454699383 50 GTEX 1 50 100 1.0 0.0025 25 7388 -24 2300.8912922025193 2306.3875890231407 50 GTEX 1 50 100 1.0 0.0025 25 7388 -25 2299.580896190798 2304.206730019457 50 GTEX 1 50 100 1.0 0.0025 25 7388 -26 2299.555572409835 2306.330412309886 50 GTEX 1 50 100 1.0 0.0025 25 7388 -27 2297.9247476689175 2306.0891777009565 50 GTEX 1 50 100 1.0 0.0025 25 7388 -28 2297.1370025019064 2303.7722344344106 50 GTEX 1 50 100 1.0 0.0025 25 7388 -29 2296.628102393718 2300.8277003067074 50 GTEX 1 50 100 1.0 0.0025 25 7388 -30 2295.900320454234 2304.913745488504 50 GTEX 1 50 100 1.0 0.0025 25 7388 -31 2294.447644485243 2301.3196859033387 50 GTEX 1 50 100 1.0 0.0025 25 7388 -32 2294.881799317696 2299.3708872051748 50 GTEX 1 50 100 1.0 0.0025 25 7388 -33 2294.178648864353 2299.3933244712453 50 GTEX 1 50 100 1.0 0.0025 25 7388 -34 2293.6726533255733 2299.521165971067 50 GTEX 1 50 100 1.0 0.0025 25 7388 -35 2292.6460292836714 2298.17632430044 50 GTEX 1 50 100 1.0 0.0025 25 7388 -36 2291.9287754089864 2298.8424257923893 50 GTEX 1 50 100 1.0 0.0025 25 7388 -37 2291.612175125601 2298.003806922826 50 GTEX 1 50 100 1.0 0.0025 25 7388 -38 2292.211036992398 2297.3519639860087 50 GTEX 1 50 100 1.0 0.0025 25 7388 -39 2291.0754153407893 2294.6081296971543 50 GTEX 1 50 100 1.0 0.0025 25 7388 -40 2291.169885616236 2294.658629674875 50 GTEX 1 50 100 1.0 0.0025 25 7388 -41 2290.3904039401673 2296.85228471067 50 GTEX 1 50 100 1.0 0.0025 25 7388 -42 2290.03284989862 2295.8484406561906 50 GTEX 1 50 100 1.0 0.0025 25 7388 -43 2290.1593191522197 2298.1761080085553 50 GTEX 1 50 100 1.0 0.0025 25 7388 -44 2289.493356380944 2298.1014232562975 50 GTEX 1 50 100 1.0 0.0025 25 7388 -45 2289.2708067281 2300.7430429204787 50 GTEX 1 50 100 1.0 0.0025 25 7388 -46 2290.037157522306 2296.6634307977365 50 GTEX 1 50 100 1.0 0.0025 25 7388 -47 2288.635996901449 2294.5678785200807 50 GTEX 1 50 100 1.0 0.0025 25 7388 -48 2289.653955923991 2296.2441503720593 50 GTEX 1 50 100 1.0 0.0025 25 7388 -49 2288.2409135434273 2292.065599564817 50 GTEX 1 50 100 1.0 0.0025 25 7388 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 745bcaf3c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3630.088327586947 3392.1852331125237 100 GTEX 1 100 100 0.5 0.002 25 8114 -1 2655.580639645859 2639.388152031844 100 GTEX 1 100 100 0.5 0.002 25 8114 -2 2541.36904649663 2519.0894399432627 100 GTEX 1 100 100 0.5 0.002 25 8114 -3 2491.543631826344 2476.4095315099216 100 GTEX 1 100 100 0.5 0.002 25 8114 -4 2461.2680751743724 2455.0156305697483 100 GTEX 1 100 100 0.5 0.002 25 8114 -5 2439.283819446622 2414.5389678142824 100 GTEX 1 100 100 0.5 0.002 25 8114 -6 2423.5787199428773 2408.534322644368 100 GTEX 1 100 100 0.5 0.002 25 8114 -7 2410.8984854925743 2402.9563554538972 100 GTEX 1 100 100 0.5 0.002 25 8114 -8 2401.4842831668147 2379.608820810064 100 GTEX 1 100 100 0.5 0.002 25 8114 -9 2391.440543673088 2372.9219316257722 100 GTEX 1 100 100 0.5 0.002 25 8114 -10 2383.134900112521 2365.0166368375712 100 GTEX 1 100 100 0.5 0.002 25 8114 -11 2375.6127419846985 2356.933615100701 100 GTEX 1 100 100 0.5 0.002 25 8114 -12 2368.9673727858944 2353.6985698743465 100 GTEX 1 100 100 0.5 0.002 25 8114 -13 2364.494621711232 2345.7840423003804 100 GTEX 1 100 100 0.5 0.002 25 8114 -14 2359.735466631209 2341.858429999406 100 GTEX 1 100 100 0.5 0.002 25 8114 -15 2353.564853931337 2342.8172064371433 100 GTEX 1 100 100 0.5 0.002 25 8114 -16 2351.4308836265946 2338.9173402967563 100 GTEX 1 100 100 0.5 0.002 25 8114 -17 2347.6811842442416 2331.3939566376544 100 GTEX 1 100 100 0.5 0.002 25 8114 -18 2343.2371943638923 2327.6091587081155 100 GTEX 1 100 100 0.5 0.002 25 8114 -19 2339.936431526949 2326.0638683014495 100 GTEX 1 100 100 0.5 0.002 25 8114 -20 2337.262704415874 2323.9785722507722 100 GTEX 1 100 100 0.5 0.002 25 8114 -21 2334.2574859648153 2322.8291303395317 100 GTEX 1 100 100 0.5 0.002 25 8114 -22 2331.939587199903 2321.4608678781487 100 GTEX 1 100 100 0.5 0.002 25 8114 -23 2330.3508947559203 2316.43965270764 100 GTEX 1 100 100 0.5 0.002 25 8114 -24 2327.515895677089 2317.6186133555134 100 GTEX 1 100 100 0.5 0.002 25 8114 -25 2325.16577543003 2317.8522568619296 100 GTEX 1 100 100 0.5 0.002 25 8114 -26 2323.5897482290457 2320.5516046444272 100 GTEX 1 100 100 0.5 0.002 25 8114 -27 2322.3176046975677 2312.4511468111336 100 GTEX 1 100 100 0.5 0.002 25 8114 -28 2320.009062395814 2310.0780646610624 100 GTEX 1 100 100 0.5 0.002 25 8114 -29 2318.321055031004 2307.037167857355 100 GTEX 1 100 100 0.5 0.002 25 8114 -30 2317.4696794725264 2306.339510493405 100 GTEX 1 100 100 0.5 0.002 25 8114 -31 2315.702557883016 2303.9327220844225 100 GTEX 1 100 100 0.5 0.002 25 8114 -32 2314.3932711161137 2302.5425538037666 100 GTEX 1 100 100 0.5 0.002 25 8114 -33 2313.29134316594 2304.360449961383 100 GTEX 1 100 100 0.5 0.002 25 8114 -34 2312.17906398336 2301.276258577412 100 GTEX 1 100 100 0.5 0.002 25 8114 -35 2310.6736979441744 2301.2963690812144 100 GTEX 1 100 100 0.5 0.002 25 8114 -36 2309.5140738160353 2298.8387632188687 100 GTEX 1 100 100 0.5 0.002 25 8114 -37 2308.7876542364265 2297.2304093393536 100 GTEX 1 100 100 0.5 0.002 25 8114 -38 2307.5243660699257 2301.782622014615 100 GTEX 1 100 100 0.5 0.002 25 8114 -39 2306.729510961597 2296.0528958976947 100 GTEX 1 100 100 0.5 0.002 25 8114 -40 2306.312632063393 2295.9704497014613 100 GTEX 1 100 100 0.5 0.002 25 8114 -41 2305.4286630738684 2294.579998291944 100 GTEX 1 100 100 0.5 0.002 25 8114 -42 2303.7984197110272 2292.7662200347554 100 GTEX 1 100 100 0.5 0.002 25 8114 -43 2303.5593150827794 2293.706509550261 100 GTEX 1 100 100 0.5 0.002 25 8114 -44 2302.968420937533 2292.576511629634 100 GTEX 1 100 100 0.5 0.002 25 8114 -45 2301.7574281983634 2291.1402230498456 100 GTEX 1 100 100 0.5 0.002 25 8114 -46 2301.556467841416 2290.987203503743 100 GTEX 1 100 100 0.5 0.002 25 8114 -47 2300.7811607714625 2290.646985652329 100 GTEX 1 100 100 0.5 0.002 25 8114 -48 2300.1164938899597 2290.109440908686 100 GTEX 1 100 100 0.5 0.002 25 8114 -49 2299.480226646674 2293.4222212526734 100 GTEX 1 100 100 0.5 0.002 25 8114 -50 2299.3804454422684 2287.9405104488474 100 GTEX 1 100 100 0.5 0.002 25 8114 -51 2298.3849593747113 2287.791939274893 100 GTEX 1 100 100 0.5 0.002 25 8114 -52 2297.4899365940983 2287.936560569154 100 GTEX 1 100 100 0.5 0.002 25 8114 -53 2297.0902280516366 2288.208010597374 100 GTEX 1 100 100 0.5 0.002 25 8114 -54 2296.637163835354 2285.9134980988592 100 GTEX 1 100 100 0.5 0.002 25 8114 -55 2295.6282841775214 2287.1189447555253 100 GTEX 1 100 100 0.5 0.002 25 8114 -56 2295.3434127109713 2286.2661225641637 100 GTEX 1 100 100 0.5 0.002 25 8114 -57 2295.169504770271 2285.2783249539566 100 GTEX 1 100 100 0.5 0.002 25 8114 -58 2294.5576871261687 2285.1844069332224 100 GTEX 1 100 100 0.5 0.002 25 8114 -59 2294.53059125614 2284.4786177370484 100 GTEX 1 100 100 0.5 0.002 25 8114 -60 2293.6941913666387 2283.3663715319035 100 GTEX 1 100 100 0.5 0.002 25 8114 -61 2293.222434235989 2283.3052481879754 100 GTEX 1 100 100 0.5 0.002 25 8114 -62 2293.1077127961357 2283.4399609003685 100 GTEX 1 100 100 0.5 0.002 25 8114 -63 2292.8183940606596 2287.2160496004635 100 GTEX 1 100 100 0.5 0.002 25 8114 -64 2291.7041406064322 2282.4304589101116 100 GTEX 1 100 100 0.5 0.002 25 8114 -65 2291.4975051082047 2282.2833795003567 100 GTEX 1 100 100 0.5 0.002 25 8114 -66 2291.529730303909 2284.6168310361218 100 GTEX 1 100 100 0.5 0.002 25 8114 -67 2291.3157130267887 2281.3335926360505 100 GTEX 1 100 100 0.5 0.002 25 8114 -68 2290.2807809054643 2284.0663468393536 100 GTEX 1 100 100 0.5 0.002 25 8114 -69 2290.7455368452997 2281.741643521269 100 GTEX 1 100 100 0.5 0.002 25 8114 -70 2289.7037802366112 2279.597130837096 100 GTEX 1 100 100 0.5 0.002 25 8114 -71 2289.202509065207 2279.8842652759627 100 GTEX 1 100 100 0.5 0.002 25 8114 -72 2290.0064575414517 2279.6903322169082 100 GTEX 1 100 100 0.5 0.002 25 8114 -73 2289.5223433672973 2278.9554067401377 100 GTEX 1 100 100 0.5 0.002 25 8114 -74 2289.2147290165426 2279.391790933935 100 GTEX 1 100 100 0.5 0.002 25 8114 -75 2288.244411740495 2279.140248113712 100 GTEX 1 100 100 0.5 0.002 25 8114 -76 2288.8085956841446 2280.176937901022 100 GTEX 1 100 100 0.5 0.002 25 8114 -77 2289.063282554903 2277.508035289924 100 GTEX 1 100 100 0.5 0.002 25 8114 -78 2287.5795979671575 2283.004384320045 100 GTEX 1 100 100 0.5 0.002 25 8114 -79 2288.332699974046 2282.0851781576757 100 GTEX 1 100 100 0.5 0.002 25 8114 -80 2288.2371954985906 2283.3590138946647 100 GTEX 1 100 100 0.5 0.002 25 8114 -81 2288.0939439818085 2277.403060390922 100 GTEX 1 100 100 0.5 0.002 25 8114 -82 2286.9451253779575 2280.7715493553947 100 GTEX 1 100 100 0.5 0.002 25 8114 -83 2286.5105552717664 2277.892830620247 100 GTEX 1 100 100 0.5 0.002 25 8114 -84 2286.356574255473 2276.4955228508197 100 GTEX 1 100 100 0.5 0.002 25 8114 -85 2286.5037664500287 2277.4787894709484 100 GTEX 1 100 100 0.5 0.002 25 8114 -86 2286.474256973855 2276.74238708264 100 GTEX 1 100 100 0.5 0.002 25 8114 -87 2285.7065494416875 2276.3000850314875 100 GTEX 1 100 100 0.5 0.002 25 8114 -88 2286.165964228331 2278.0207640209123 100 GTEX 1 100 100 0.5 0.002 25 8114 -89 2285.727908974101 2275.310199694035 100 GTEX 1 100 100 0.5 0.002 25 8114 -90 2285.5786084072056 2274.9335306261883 100 GTEX 1 100 100 0.5 0.002 25 8114 -91 2285.9079411386674 2280.4223150100997 100 GTEX 1 100 100 0.5 0.002 25 8114 -92 2285.4320229151263 2277.4249067995484 100 GTEX 1 100 100 0.5 0.002 25 8114 -93 2284.5512416279907 2275.625055697481 100 GTEX 1 100 100 0.5 0.002 25 8114 -94 2284.4800544304394 2274.7011653769605 100 GTEX 1 100 100 0.5 0.002 25 8114 -95 2284.9122281056893 2277.604680630644 100 GTEX 1 100 100 0.5 0.002 25 8114 -96 2284.329038509386 2274.588755792538 100 GTEX 1 100 100 0.5 0.002 25 8114 -97 2284.1678860717657 2274.6739190975522 100 GTEX 1 100 100 0.5 0.002 25 8114 -98 2284.279715759142 2274.169066918667 100 GTEX 1 100 100 0.5 0.002 25 8114 -99 2283.756782632475 2274.4552758510576 100 GTEX 1 100 100 0.5 0.002 25 8114 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 4659ad297..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3644.849717145537 3541.596642555846 100 GTEX 1 100 100 0.0 0.002 25 2255 -1 2663.5449904984503 2687.087745811549 100 GTEX 1 100 100 0.0 0.002 25 2255 -2 2538.4740736169474 2728.557762000951 100 GTEX 1 100 100 0.0 0.002 25 2255 -3 2490.2846152052853 2517.179557539211 100 GTEX 1 100 100 0.0 0.002 25 2255 -4 2458.56863626714 2444.3997176137714 100 GTEX 1 100 100 0.0 0.002 25 2255 -5 2437.697170232989 2469.212845138724 100 GTEX 1 100 100 0.0 0.002 25 2255 -6 2420.4369081775426 2435.8436330352897 100 GTEX 1 100 100 0.0 0.002 25 2255 -7 2411.0043944538843 2409.0912835298836 100 GTEX 1 100 100 0.0 0.002 25 2255 -8 2400.1512985640497 2399.3293549860387 100 GTEX 1 100 100 0.0 0.002 25 2255 -9 2390.9380308582195 2391.623964955145 100 GTEX 1 100 100 0.0 0.002 25 2255 -10 2382.7274768604098 2386.554320824917 100 GTEX 1 100 100 0.0 0.002 25 2255 -11 2374.573829625896 2382.669834615613 100 GTEX 1 100 100 0.0 0.002 25 2255 -12 2370.20958109729 2384.217797573075 100 GTEX 1 100 100 0.0 0.002 25 2255 -13 2362.3621307950066 2369.9514652150665 100 GTEX 1 100 100 0.0 0.002 25 2255 -14 2357.938133754712 2374.2693047469106 100 GTEX 1 100 100 0.0 0.002 25 2255 -15 2352.9228386424143 2366.088403041825 100 GTEX 1 100 100 0.0 0.002 25 2255 -16 2349.348440378007 2358.431165339829 100 GTEX 1 100 100 0.0 0.002 25 2255 -17 2345.807342642122 2353.1218326699145 100 GTEX 1 100 100 0.0 0.002 25 2255 -18 2341.3531309365344 2351.1850177489305 100 GTEX 1 100 100 0.0 0.002 25 2255 -19 2338.3837062295343 2350.6361181454968 100 GTEX 1 100 100 0.0 0.002 25 2255 -20 2335.3863769995446 2346.1176256535173 100 GTEX 1 100 100 0.0 0.002 25 2255 -21 2333.287566684148 2349.7963727943797 100 GTEX 1 100 100 0.0 0.002 25 2255 -22 2331.184066506516 2340.1197050261408 100 GTEX 1 100 100 0.0 0.002 25 2255 -23 2328.065493849523 2340.3096204402327 100 GTEX 1 100 100 0.0 0.002 25 2255 -24 2325.800132666846 2335.8692102468513 100 GTEX 1 100 100 0.0 0.002 25 2255 -25 2324.110474470942 2334.4852132470887 100 GTEX 1 100 100 0.0 0.002 25 2255 -26 2321.877762087424 2334.0097489157556 100 GTEX 1 100 100 0.0 0.002 25 2255 -27 2319.5675204978065 2329.910344693144 100 GTEX 1 100 100 0.0 0.002 25 2255 -28 2318.372863414938 2328.8429136094937 100 GTEX 1 100 100 0.0 0.002 25 2255 -29 2316.4844069520686 2331.32405351414 100 GTEX 1 100 100 0.0 0.002 25 2255 -30 2315.2543631465305 2327.4527638946647 100 GTEX 1 100 100 0.0 0.002 25 2255 -31 2314.3687205030055 2325.594647657735 100 GTEX 1 100 100 0.0 0.002 25 2255 -32 2312.609941730155 2325.137916245841 100 GTEX 1 100 100 0.0 0.002 25 2255 -33 2311.4569812201266 2321.47055181351 100 GTEX 1 100 100 0.0 0.002 25 2255 -34 2310.2961567102748 2320.5176700258435 100 GTEX 1 100 100 0.0 0.002 25 2255 -35 2309.1073295260426 2319.7785635248338 100 GTEX 1 100 100 0.0 0.002 25 2255 -36 2307.7568175244432 2318.0130796251187 100 GTEX 1 100 100 0.0 0.002 25 2255 -37 2306.7235460854563 2317.9916871509627 100 GTEX 1 100 100 0.0 0.002 25 2255 -38 2305.5737498101957 2319.2462998306796 100 GTEX 1 100 100 0.0 0.002 25 2255 -39 2304.857671173344 2316.916299682153 100 GTEX 1 100 100 0.0 0.002 25 2255 -40 2303.7769379148867 2315.2223833323433 100 GTEX 1 100 100 0.0 0.002 25 2255 -41 2302.912542649178 2314.0340302325926 100 GTEX 1 100 100 0.0 0.002 25 2255 -42 2302.448089286923 2313.5833707744177 100 GTEX 1 100 100 0.0 0.002 25 2255 -43 2301.8216485555085 2314.190107570402 100 GTEX 1 100 100 0.0 0.002 25 2255 -44 2300.6806904700206 2311.343741645378 100 GTEX 1 100 100 0.0 0.002 25 2255 -45 2299.587580903979 2310.1821001292183 100 GTEX 1 100 100 0.0 0.002 25 2255 -46 2298.7571826393655 2310.5935253534935 100 GTEX 1 100 100 0.0 0.002 25 2255 -47 2298.5648079760617 2311.9439711189993 100 GTEX 1 100 100 0.0 0.002 25 2255 -48 2297.6535781468688 2308.548986862821 100 GTEX 1 100 100 0.0 0.002 25 2255 -49 2297.674267872115 2310.5419225656487 100 GTEX 1 100 100 0.0 0.002 25 2255 -50 2296.1689049533493 2308.5325412532675 100 GTEX 1 100 100 0.0 0.002 25 2255 -51 2296.1523614151874 2309.630428647814 100 GTEX 1 100 100 0.0 0.002 25 2255 -52 2295.44058070551 2305.226905967799 100 GTEX 1 100 100 0.0 0.002 25 2255 -53 2294.9060801305272 2306.3724666929065 100 GTEX 1 100 100 0.0 0.002 25 2255 -54 2294.4566479025416 2305.0577425068323 100 GTEX 1 100 100 0.0 0.002 25 2255 -55 2293.699838140465 2304.605578288379 100 GTEX 1 100 100 0.0 0.002 25 2255 -56 2293.416558165453 2304.3953119430253 100 GTEX 1 100 100 0.0 0.002 25 2255 -57 2292.8844642852723 2303.7278537532675 100 GTEX 1 100 100 0.0 0.002 25 2255 -58 2292.1418865006817 2302.4886312158387 100 GTEX 1 100 100 0.0 0.002 25 2255 -59 2292.2342427818753 2303.4123832209484 100 GTEX 1 100 100 0.0 0.002 25 2255 -60 2291.9614376697923 2304.400502019962 100 GTEX 1 100 100 0.0 0.002 25 2255 -61 2290.9370316791224 2302.9106733082817 100 GTEX 1 100 100 0.0 0.002 25 2255 -62 2290.4947705114228 2301.921875 100 GTEX 1 100 100 0.0 0.002 25 2255 -63 2290.5753702365373 2302.1174669156962 100 GTEX 1 100 100 0.0 0.002 25 2255 -64 2289.4796079782896 2301.0391803930015 100 GTEX 1 100 100 0.0 0.002 25 2255 -65 2289.799501594148 2301.727084199739 100 GTEX 1 100 100 0.0 0.002 25 2255 -66 2289.160291536967 2301.404538230751 100 GTEX 1 100 100 0.0 0.002 25 2255 -67 2288.6263611736 2299.38314946976 100 GTEX 1 100 100 0.0 0.002 25 2255 -68 2288.9121969272787 2299.4732039418964 100 GTEX 1 100 100 0.0 0.002 25 2255 -69 2287.975788300602 2298.089821471008 100 GTEX 1 100 100 0.0 0.002 25 2255 -70 2288.09860547659 2299.4693765966613 100 GTEX 1 100 100 0.0 0.002 25 2255 -71 2287.6855687437283 2302.1066291141874 100 GTEX 1 100 100 0.0 0.002 25 2255 -72 2287.3008556500954 2300.2224613088165 100 GTEX 1 100 100 0.0 0.002 25 2255 -73 2286.173219875208 2300.5815736023646 100 GTEX 1 100 100 0.0 0.002 25 2255 -74 2286.7160133917077 2299.2551121004635 100 GTEX 1 100 100 0.0 0.002 25 2255 -75 2286.787301113201 2300.829377265031 100 GTEX 1 100 100 0.0 0.002 25 2255 -76 2286.6078871012464 2298.74526849899 100 GTEX 1 100 100 0.0 0.002 25 2255 -77 2285.673399441192 2296.854813376307 100 GTEX 1 100 100 0.0 0.002 25 2255 -78 2285.682657314553 2297.0794580263782 100 GTEX 1 100 100 0.0 0.002 25 2255 -79 2285.7556101282335 2306.507957313451 100 GTEX 1 100 100 0.0 0.002 25 2255 -80 2285.7164986556922 2297.618201194154 100 GTEX 1 100 100 0.0 0.002 25 2255 -81 2284.9652629693937 2296.8027278769605 100 GTEX 1 100 100 0.0 0.002 25 2255 -82 2284.959293657615 2297.342343638605 100 GTEX 1 100 100 0.0 0.002 25 2255 -83 2284.543362438685 2296.032738979325 100 GTEX 1 100 100 0.0 0.002 25 2255 -84 2283.9949211426037 2294.976809425499 100 GTEX 1 100 100 0.0 0.002 25 2255 -85 2284.100928925808 2295.5266846631416 100 GTEX 1 100 100 0.0 0.002 25 2255 -86 2284.434074526769 2297.1527150665397 100 GTEX 1 100 100 0.0 0.002 25 2255 -87 2284.2513498524067 2297.466031034636 100 GTEX 1 100 100 0.0 0.002 25 2255 -88 2283.618872758868 2296.4645745455086 100 GTEX 1 100 100 0.0 0.002 25 2255 -89 2282.9797898136703 2293.588377049667 100 GTEX 1 100 100 0.0 0.002 25 2255 -90 2283.4762240504847 2295.5758813198076 100 GTEX 1 100 100 0.0 0.002 25 2255 -91 2283.1166691492485 2294.3034278086384 100 GTEX 1 100 100 0.0 0.002 25 2255 -92 2283.7427232580526 2295.6066179746913 100 GTEX 1 100 100 0.0 0.002 25 2255 -93 2283.013799115926 2294.4631078451757 100 GTEX 1 100 100 0.0 0.002 25 2255 -94 2282.437011667173 2294.4292001470412 100 GTEX 1 100 100 0.0 0.002 25 2255 -95 2283.1303679475413 2294.7351269159935 100 GTEX 1 100 100 0.0 0.002 25 2255 -96 2283.5637038115956 2293.792024677697 100 GTEX 1 100 100 0.0 0.002 25 2255 -97 2282.6346029505453 2295.4760788602066 100 GTEX 1 100 100 0.0 0.002 25 2255 -98 2282.1271686144964 2293.5307914240734 100 GTEX 1 100 100 0.0 0.002 25 2255 -99 2281.8228963624465 2293.486532349097 100 GTEX 1 100 100 0.0 0.002 25 2255 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index 5d3d1b9c1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3632.7195815532327 3336.195089710076 100 GTEX 1 100 100 1.0 0.002 25 8210 -1 2653.206553928903 2709.0490964012 100 GTEX 1 100 100 1.0 0.002 25 8210 -2 2541.4110057005173 2610.137658180846 100 GTEX 1 100 100 1.0 0.002 25 8210 -3 2487.943733851182 2511.3426713254516 100 GTEX 1 100 100 1.0 0.002 25 8210 -4 2458.2663538888373 2482.1433523199858 100 GTEX 1 100 100 1.0 0.002 25 8210 -5 2432.854498350974 2454.4998078436906 100 GTEX 1 100 100 1.0 0.002 25 8210 -6 2420.1605484429465 2479.5326331541114 100 GTEX 1 100 100 1.0 0.002 25 8210 -7 2407.012310262994 2430.076537621792 100 GTEX 1 100 100 1.0 0.002 25 8210 -8 2395.609844636096 2414.6417296667064 100 GTEX 1 100 100 1.0 0.002 25 8210 -9 2388.236066680228 2403.311967160765 100 GTEX 1 100 100 1.0 0.002 25 8210 -10 2380.6307613783406 2402.562481434173 100 GTEX 1 100 100 1.0 0.002 25 8210 -11 2373.707291921114 2424.1150515016043 100 GTEX 1 100 100 1.0 0.002 25 8210 -12 2367.740469205942 2384.3295387877256 100 GTEX 1 100 100 1.0 0.002 25 8210 -13 2360.655437891368 2379.895206117811 100 GTEX 1 100 100 1.0 0.002 25 8210 -14 2357.295485407369 2372.583540651735 100 GTEX 1 100 100 1.0 0.002 25 8210 -15 2352.517788792029 2370.1631917627137 100 GTEX 1 100 100 1.0 0.002 25 8210 -16 2348.6770702413237 2365.0003007663972 100 GTEX 1 100 100 1.0 0.002 25 8210 -17 2344.599980421299 2360.8094728419082 100 GTEX 1 100 100 1.0 0.002 25 8210 -18 2341.1521748862824 2357.641556076224 100 GTEX 1 100 100 1.0 0.002 25 8210 -19 2338.7939828864824 2357.4259418444035 100 GTEX 1 100 100 1.0 0.002 25 8210 -20 2335.52471774899 2352.20452115019 100 GTEX 1 100 100 1.0 0.002 25 8210 -21 2332.542224568526 2360.240380116742 100 GTEX 1 100 100 1.0 0.002 25 8210 -22 2330.2251121236513 2346.1666004485505 100 GTEX 1 100 100 1.0 0.002 25 8210 -23 2328.2186455819806 2349.2358565529944 100 GTEX 1 100 100 1.0 0.002 25 8210 -24 2325.6707429322746 2342.727868605929 100 GTEX 1 100 100 1.0 0.002 25 8210 -25 2324.05421353142 2341.5608513545626 100 GTEX 1 100 100 1.0 0.002 25 8210 -26 2322.178062947484 2338.325839546697 100 GTEX 1 100 100 1.0 0.002 25 8210 -27 2319.6957895116343 2338.9589017570697 100 GTEX 1 100 100 1.0 0.002 25 8210 -28 2318.374662478874 2336.236859107652 100 GTEX 1 100 100 1.0 0.002 25 8210 -29 2316.491361336584 2333.361172172053 100 GTEX 1 100 100 1.0 0.002 25 8210 -30 2315.411218636943 2333.1718387966375 100 GTEX 1 100 100 1.0 0.002 25 8210 -31 2313.5376197570754 2334.5212328080443 100 GTEX 1 100 100 1.0 0.002 25 8210 -32 2312.0224852045676 2331.4631208412547 100 GTEX 1 100 100 1.0 0.002 25 8210 -33 2310.780812238607 2329.4961689415995 100 GTEX 1 100 100 1.0 0.002 25 8210 -34 2309.77390981811 2326.1152640803234 100 GTEX 1 100 100 1.0 0.002 25 8210 -35 2308.5888143208813 2324.757982377317 100 GTEX 1 100 100 1.0 0.002 25 8210 -36 2307.733974116297 2323.8691526927873 100 GTEX 1 100 100 1.0 0.002 25 8210 -37 2306.661196149288 2322.798850403992 100 GTEX 1 100 100 1.0 0.002 25 8210 -38 2305.2744269825857 2321.205456867871 100 GTEX 1 100 100 1.0 0.002 25 8210 -39 2304.75099435663 2321.638523348384 100 GTEX 1 100 100 1.0 0.002 25 8210 -40 2303.336988875213 2321.826094826818 100 GTEX 1 100 100 1.0 0.002 25 8210 -41 2303.0895328942806 2319.3414246301686 100 GTEX 1 100 100 1.0 0.002 25 8210 -42 2301.9885757815387 2319.517586479622 100 GTEX 1 100 100 1.0 0.002 25 8210 -43 2300.4106654973775 2318.484141998871 100 GTEX 1 100 100 1.0 0.002 25 8210 -44 2300.6429175029048 2317.599352238296 100 GTEX 1 100 100 1.0 0.002 25 8210 -45 2299.391333386905 2317.5147774699976 100 GTEX 1 100 100 1.0 0.002 25 8210 -46 2298.6328943529993 2315.907760330026 100 GTEX 1 100 100 1.0 0.002 25 8210 -47 2298.09663362907 2318.2742005554896 100 GTEX 1 100 100 1.0 0.002 25 8210 -48 2297.671269819051 2312.8045751767468 100 GTEX 1 100 100 1.0 0.002 25 8210 -49 2296.8035749026635 2314.140510820164 100 GTEX 1 100 100 1.0 0.002 25 8210 -50 2296.5131023338886 2312.278267399893 100 GTEX 1 100 100 1.0 0.002 25 8210 -51 2295.8887144519695 2313.8050235414685 100 GTEX 1 100 100 1.0 0.002 25 8210 -52 2295.3390021907926 2312.743241110682 100 GTEX 1 100 100 1.0 0.002 25 8210 -53 2294.691318078795 2312.649745462512 100 GTEX 1 100 100 1.0 0.002 25 8210 -54 2294.084699002745 2310.044755710848 100 GTEX 1 100 100 1.0 0.002 25 8210 -55 2293.388207319257 2311.9890127435838 100 GTEX 1 100 100 1.0 0.002 25 8210 -56 2293.3703221552496 2310.0137758436313 100 GTEX 1 100 100 1.0 0.002 25 8210 -57 2292.8103100325475 2311.758340697778 100 GTEX 1 100 100 1.0 0.002 25 8210 -58 2292.0768263895307 2310.978608454135 100 GTEX 1 100 100 1.0 0.002 25 8210 -59 2291.952501870189 2307.3998763515924 100 GTEX 1 100 100 1.0 0.002 25 8210 -60 2291.077409057037 2307.4863234835434 100 GTEX 1 100 100 1.0 0.002 25 8210 -61 2290.96226434898 2309.4470122014613 100 GTEX 1 100 100 1.0 0.002 25 8210 -62 2290.2846597421885 2306.160342836561 100 GTEX 1 100 100 1.0 0.002 25 8210 -63 2291.0144981157823 2307.301843215304 100 GTEX 1 100 100 1.0 0.002 25 8210 -64 2289.5628089215747 2310.9942585180015 100 GTEX 1 100 100 1.0 0.002 25 8210 -65 2289.154174404964 2306.33684536894 100 GTEX 1 100 100 1.0 0.002 25 8210 -66 2288.8453783434397 2309.5837225968394 100 GTEX 1 100 100 1.0 0.002 25 8210 -67 2288.61333501922 2306.4548748291945 100 GTEX 1 100 100 1.0 0.002 25 8210 -68 2287.7563438653265 2304.3787131653994 100 GTEX 1 100 100 1.0 0.002 25 8210 -69 2288.163680338817 2306.5415865241803 100 GTEX 1 100 100 1.0 0.002 25 8210 -70 2287.2881656758345 2304.986838685242 100 GTEX 1 100 100 1.0 0.002 25 8210 -71 2287.027986401777 2303.935424340542 100 GTEX 1 100 100 1.0 0.002 25 8210 -72 2287.4889368734403 2307.0462177697245 100 GTEX 1 100 100 1.0 0.002 25 8210 -73 2287.161534573015 2303.301683549192 100 GTEX 1 100 100 1.0 0.002 25 8210 -74 2286.2763912482587 2302.613785312203 100 GTEX 1 100 100 1.0 0.002 25 8210 -75 2285.8885856379397 2303.44632340928 100 GTEX 1 100 100 1.0 0.002 25 8210 -76 2285.858496949931 2304.3203960462215 100 GTEX 1 100 100 1.0 0.002 25 8210 -77 2285.1703196124945 2301.7701903368584 100 GTEX 1 100 100 1.0 0.002 25 8210 -78 2285.7676535566393 2301.7196188807034 100 GTEX 1 100 100 1.0 0.002 25 8210 -79 2285.012530033397 2303.062888025784 100 GTEX 1 100 100 1.0 0.002 25 8210 -80 2285.3414572649976 2302.879941294855 100 GTEX 1 100 100 1.0 0.002 25 8210 -81 2284.626862349147 2300.963077211561 100 GTEX 1 100 100 1.0 0.002 25 8210 -82 2284.301825455984 2309.528408500178 100 GTEX 1 100 100 1.0 0.002 25 8210 -83 2285.2987273947497 2305.544635032973 100 GTEX 1 100 100 1.0 0.002 25 8210 -84 2284.459163193115 2303.873824783151 100 GTEX 1 100 100 1.0 0.002 25 8210 -85 2284.100577839881 2299.979036396447 100 GTEX 1 100 100 1.0 0.002 25 8210 -86 2283.2343424032165 2303.215376589235 100 GTEX 1 100 100 1.0 0.002 25 8210 -87 2283.119662250903 2299.1627712467325 100 GTEX 1 100 100 1.0 0.002 25 8210 -88 2283.564421456606 2300.2902924860387 100 GTEX 1 100 100 1.0 0.002 25 8210 -89 2284.2973490717345 2301.7092981374763 100 GTEX 1 100 100 1.0 0.002 25 8210 -90 2283.5300577159064 2299.1119231597554 100 GTEX 1 100 100 1.0 0.002 25 8210 -91 2282.9709696243367 2298.950176746673 100 GTEX 1 100 100 1.0 0.002 25 8210 -92 2283.2369535242074 2304.1279566079493 100 GTEX 1 100 100 1.0 0.002 25 8210 -93 2282.608468608266 2299.0788305014257 100 GTEX 1 100 100 1.0 0.002 25 8210 -94 2282.221898400571 2302.6568515327945 100 GTEX 1 100 100 1.0 0.002 25 8210 -95 2282.7158362498512 2300.7831325748575 100 GTEX 1 100 100 1.0 0.002 25 8210 -96 2282.262542437711 2298.0858121806677 100 GTEX 1 100 100 1.0 0.002 25 8210 -97 2281.981680169231 2298.0526619682746 100 GTEX 1 100 100 1.0 0.002 25 8210 -98 2281.829955680753 2299.8259212363355 100 GTEX 1 100 100 1.0 0.002 25 8210 -99 2281.9566061508067 2299.6956531829255 100 GTEX 1 100 100 1.0 0.002 25 8210 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index de08d381e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3649.800315611136 4269.332126864009 100 GTEX 1 50 100 0.5 0.002 25 5022 -1 2663.93077709391 2738.5207714472435 100 GTEX 1 50 100 0.5 0.002 25 5022 -2 2545.899687731066 2559.204201817966 100 GTEX 1 50 100 0.5 0.002 25 5022 -3 2493.790547458854 2536.39208984375 100 GTEX 1 50 100 0.5 0.002 25 5022 -4 2466.44337074777 2443.238257114425 100 GTEX 1 50 100 0.5 0.002 25 5022 -5 2438.728076599966 2437.045309900784 100 GTEX 1 50 100 0.5 0.002 25 5022 -6 2424.6919547991956 2409.017973577115 100 GTEX 1 50 100 0.5 0.002 25 5022 -7 2411.5878514263363 2395.1001152937856 100 GTEX 1 50 100 0.5 0.002 25 5022 -8 2400.3083766873992 2386.379726859553 100 GTEX 1 50 100 0.5 0.002 25 5022 -9 2391.2727639019095 2381.4941313420863 100 GTEX 1 50 100 0.5 0.002 25 5022 -10 2382.26220685073 2381.273700206452 100 GTEX 1 50 100 0.5 0.002 25 5022 -11 2375.448287033866 2369.0098473146386 100 GTEX 1 50 100 0.5 0.002 25 5022 -12 2369.726233102281 2367.2502135070104 100 GTEX 1 50 100 0.5 0.002 25 5022 -13 2364.6258699008727 2359.0481662532675 100 GTEX 1 50 100 0.5 0.002 25 5022 -14 2357.841090344874 2352.7972769501544 100 GTEX 1 50 100 0.5 0.002 25 5022 -15 2353.6079769229214 2345.9369485949383 100 GTEX 1 50 100 0.5 0.002 25 5022 -16 2349.277055098261 2343.663474891576 100 GTEX 1 50 100 0.5 0.002 25 5022 -17 2345.53139294618 2341.5027793043014 100 GTEX 1 50 100 0.5 0.002 25 5022 -18 2342.0158649628725 2346.4742120663022 100 GTEX 1 50 100 0.5 0.002 25 5022 -19 2339.4640777255863 2339.723022925083 100 GTEX 1 50 100 0.5 0.002 25 5022 -20 2336.560426055434 2330.22151445164 100 GTEX 1 50 100 0.5 0.002 25 5022 -21 2333.703822039923 2332.6116688079255 100 GTEX 1 50 100 0.5 0.002 25 5022 -22 2330.841156544196 2335.1016692535054 100 GTEX 1 50 100 0.5 0.002 25 5022 -23 2328.375131031849 2324.603151734791 100 GTEX 1 50 100 0.5 0.002 25 5022 -24 2326.647279772623 2323.540441940946 100 GTEX 1 50 100 0.5 0.002 25 5022 -25 2324.9541774325453 2324.3392515001187 100 GTEX 1 50 100 0.5 0.002 25 5022 -26 2322.784026167996 2321.6391898615734 100 GTEX 1 50 100 0.5 0.002 25 5022 -27 2321.4012706350018 2321.1694076015924 100 GTEX 1 50 100 0.5 0.002 25 5022 -28 2319.5232032106182 2315.8720322525546 100 GTEX 1 50 100 0.5 0.002 25 5022 -29 2318.0283063350817 2314.9397891664685 100 GTEX 1 50 100 0.5 0.002 25 5022 -30 2316.4684099000146 2312.1866608246196 100 GTEX 1 50 100 0.5 0.002 25 5022 -31 2314.7696817780266 2314.295797253743 100 GTEX 1 50 100 0.5 0.002 25 5022 -32 2313.037518846305 2314.6229410497863 100 GTEX 1 50 100 0.5 0.002 25 5022 -33 2312.2294355815347 2309.142087987167 100 GTEX 1 50 100 0.5 0.002 25 5022 -34 2310.864436811135 2309.6235156621315 100 GTEX 1 50 100 0.5 0.002 25 5022 -35 2309.7407114124226 2307.2587510025546 100 GTEX 1 50 100 0.5 0.002 25 5022 -36 2308.510692518667 2305.5528866147815 100 GTEX 1 50 100 0.5 0.002 25 5022 -37 2308.1169094215843 2304.6942152596243 100 GTEX 1 50 100 0.5 0.002 25 5022 -38 2307.1706359869727 2306.4828126856582 100 GTEX 1 50 100 0.5 0.002 25 5022 -39 2306.0297184153674 2300.960130814817 100 GTEX 1 50 100 0.5 0.002 25 5022 -40 2304.9040147993524 2304.038387632189 100 GTEX 1 50 100 0.5 0.002 25 5022 -41 2303.8944166454858 2301.770871702709 100 GTEX 1 50 100 0.5 0.002 25 5022 -42 2303.278632586592 2301.9876305177636 100 GTEX 1 50 100 0.5 0.002 25 5022 -43 2303.0332315698197 2298.7363791810244 100 GTEX 1 50 100 0.5 0.002 25 5022 -44 2301.6198005293472 2298.9761466254754 100 GTEX 1 50 100 0.5 0.002 25 5022 -45 2301.251060169124 2298.5673234018536 100 GTEX 1 50 100 0.5 0.002 25 5022 -46 2300.2705451285965 2302.6791602305134 100 GTEX 1 50 100 0.5 0.002 25 5022 -47 2299.5853373736154 2297.5172402269486 100 GTEX 1 50 100 0.5 0.002 25 5022 -48 2298.8335549175345 2297.3950139615017 100 GTEX 1 50 100 0.5 0.002 25 5022 -49 2298.3930468584954 2296.447846735385 100 GTEX 1 50 100 0.5 0.002 25 5022 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index e64196ccb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3648.564537144241 3407.510256691124 100 GTEX 1 50 100 0.0 0.002 25 2092 -1 2667.2021212305326 2604.8114315366565 100 GTEX 1 50 100 0.0 0.002 25 2092 -2 2536.2589228279403 2521.541981976295 100 GTEX 1 50 100 0.0 0.002 25 2092 -3 2487.916242023072 2475.4638838967444 100 GTEX 1 50 100 0.0 0.002 25 2092 -4 2455.641557077174 2472.599229703838 100 GTEX 1 50 100 0.0 0.002 25 2092 -5 2436.9291043425105 2430.099311393477 100 GTEX 1 50 100 0.0 0.002 25 2092 -6 2420.2106456246865 2417.6013592041945 100 GTEX 1 50 100 0.0 0.002 25 2092 -7 2411.1051262516753 2420.6528116088402 100 GTEX 1 50 100 0.0 0.002 25 2092 -8 2398.9919188602103 2398.507678826046 100 GTEX 1 50 100 0.0 0.002 25 2092 -9 2389.0520246470883 2388.9863077025902 100 GTEX 1 50 100 0.0 0.002 25 2092 -10 2381.5388068318734 2386.07915633169 100 GTEX 1 50 100 0.0 0.002 25 2092 -11 2374.612550427018 2385.4116935004754 100 GTEX 1 50 100 0.0 0.002 25 2092 -12 2368.6108682369927 2373.1608710343394 100 GTEX 1 50 100 0.0 0.002 25 2092 -13 2361.4029873559552 2364.9676759669082 100 GTEX 1 50 100 0.0 0.002 25 2092 -14 2357.0299542004877 2367.640396640328 100 GTEX 1 50 100 0.0 0.002 25 2092 -15 2352.923450322089 2360.704600054955 100 GTEX 1 50 100 0.0 0.002 25 2092 -16 2347.493387546461 2355.4844427652683 100 GTEX 1 50 100 0.0 0.002 25 2092 -17 2343.3879440692835 2351.7631770957105 100 GTEX 1 50 100 0.0 0.002 25 2092 -18 2341.007437456469 2351.5619207461978 100 GTEX 1 50 100 0.0 0.002 25 2092 -19 2338.380685456718 2348.316294855038 100 GTEX 1 50 100 0.0 0.002 25 2092 -20 2334.637356785619 2342.0798247014613 100 GTEX 1 50 100 0.0 0.002 25 2092 -21 2332.631231942826 2338.2739332075807 100 GTEX 1 50 100 0.0 0.002 25 2092 -22 2329.870562608106 2336.3628681603495 100 GTEX 1 50 100 0.0 0.002 25 2092 -23 2327.5104290623844 2336.2688953704255 100 GTEX 1 50 100 0.0 0.002 25 2092 -24 2325.374187994522 2332.907218207878 100 GTEX 1 50 100 0.0 0.002 25 2092 -25 2324.5669238013047 2330.6930316881535 100 GTEX 1 50 100 0.0 0.002 25 2092 -26 2321.4528525950755 2327.6006239974454 100 GTEX 1 50 100 0.0 0.002 25 2092 -27 2320.2927812153403 2327.222547639912 100 GTEX 1 50 100 0.0 0.002 25 2092 -28 2318.0933651052255 2323.9884752628923 100 GTEX 1 50 100 0.0 0.002 25 2092 -29 2316.4662809999536 2325.652910007723 100 GTEX 1 50 100 0.0 0.002 25 2092 -30 2315.687539740224 2323.377948253327 100 GTEX 1 50 100 0.0 0.002 25 2092 -31 2313.6283878734603 2320.5406990776496 100 GTEX 1 50 100 0.0 0.002 25 2092 -32 2312.5373209188415 2321.74594243851 100 GTEX 1 50 100 0.0 0.002 25 2092 -33 2311.390755516077 2318.6253063361455 100 GTEX 1 50 100 0.0 0.002 25 2092 -34 2310.2451274771493 2317.0947646224454 100 GTEX 1 50 100 0.0 0.002 25 2092 -35 2308.969117023278 2315.832432271863 100 GTEX 1 50 100 0.0 0.002 25 2092 -36 2307.3815462284283 2315.2934988043608 100 GTEX 1 50 100 0.0 0.002 25 2092 -37 2306.6007032756056 2316.4415120752137 100 GTEX 1 50 100 0.0 0.002 25 2092 -38 2305.4180595000644 2312.5514756119296 100 GTEX 1 50 100 0.0 0.002 25 2092 -39 2305.1747187083256 2314.115857258496 100 GTEX 1 50 100 0.0 0.002 25 2092 -40 2303.868718336764 2316.36103942639 100 GTEX 1 50 100 0.0 0.002 25 2092 -41 2303.1384026162837 2310.6386412413854 100 GTEX 1 50 100 0.0 0.002 25 2092 -42 2302.49682699711 2311.0886722463165 100 GTEX 1 50 100 0.0 0.002 25 2092 -43 2301.8162582234672 2309.275143699501 100 GTEX 1 50 100 0.0 0.002 25 2092 -44 2301.184468550706 2310.4598746064044 100 GTEX 1 50 100 0.0 0.002 25 2092 -45 2300.3529456970596 2307.184560101295 100 GTEX 1 50 100 0.0 0.002 25 2092 -46 2299.1774101092115 2308.8369623336503 100 GTEX 1 50 100 0.0 0.002 25 2092 -47 2299.098829966306 2306.9324649477185 100 GTEX 1 50 100 0.0 0.002 25 2092 -48 2298.573516939187 2307.069917047885 100 GTEX 1 50 100 0.0 0.002 25 2092 -49 2297.407530738973 2306.325028220057 100 GTEX 1 50 100 0.0 0.002 25 2092 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index 415727303..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3645.653357344922 3060.2997434202707 100 GTEX 1 50 100 1.0 0.002 25 6813 -1 2651.057821587901 2589.5109241326045 100 GTEX 1 50 100 1.0 0.002 25 6813 -2 2536.501802493819 2519.7569417627137 100 GTEX 1 50 100 1.0 0.002 25 6813 -3 2493.0589643836815 2489.736826617455 100 GTEX 1 50 100 1.0 0.002 25 6813 -4 2461.1738276608053 2442.1317709571053 100 GTEX 1 50 100 1.0 0.002 25 6813 -5 2440.6652677041798 2419.374660245366 100 GTEX 1 50 100 1.0 0.002 25 6813 -6 2424.418284015569 2410.792747816659 100 GTEX 1 50 100 1.0 0.002 25 6813 -7 2409.7205685085364 2392.029872415637 100 GTEX 1 50 100 1.0 0.002 25 6813 -8 2400.274755065086 2375.9911069688687 100 GTEX 1 50 100 1.0 0.002 25 6813 -9 2389.625688735996 2373.8723005287547 100 GTEX 1 50 100 1.0 0.002 25 6813 -10 2382.1221308125428 2365.2537298746433 100 GTEX 1 50 100 1.0 0.002 25 6813 -11 2376.51551692 2374.677965519546 100 GTEX 1 50 100 1.0 0.002 25 6813 -12 2370.0467925538633 2350.890434700273 100 GTEX 1 50 100 1.0 0.002 25 6813 -13 2364.326113309102 2351.3084786418726 100 GTEX 1 50 100 1.0 0.002 25 6813 -14 2358.4553651778465 2350.1177463313925 100 GTEX 1 50 100 1.0 0.002 25 6813 -15 2354.5126927336405 2338.7433060910766 100 GTEX 1 50 100 1.0 0.002 25 6813 -16 2351.638116104998 2333.9519804167658 100 GTEX 1 50 100 1.0 0.002 25 6813 -17 2346.9650531275993 2330.2893502703187 100 GTEX 1 50 100 1.0 0.002 25 6813 -18 2342.78841530943 2324.9661693500475 100 GTEX 1 50 100 1.0 0.002 25 6813 -19 2339.894453703696 2326.1177797498813 100 GTEX 1 50 100 1.0 0.002 25 6813 -20 2337.5681720208604 2327.931739952174 100 GTEX 1 50 100 1.0 0.002 25 6813 -21 2335.0032724437106 2325.434970406072 100 GTEX 1 50 100 1.0 0.002 25 6813 -22 2332.522250089951 2316.27906294558 100 GTEX 1 50 100 1.0 0.002 25 6813 -23 2330.4795321082443 2315.223065626485 100 GTEX 1 50 100 1.0 0.002 25 6813 -24 2328.353492982614 2309.8107743063806 100 GTEX 1 50 100 1.0 0.002 25 6813 -25 2326.636153128755 2311.2207551093156 100 GTEX 1 50 100 1.0 0.002 25 6813 -26 2324.162283602745 2312.4684427355633 100 GTEX 1 50 100 1.0 0.002 25 6813 -27 2322.238961269451 2305.5356835194866 100 GTEX 1 50 100 1.0 0.002 25 6813 -28 2320.605781385132 2315.159837846067 100 GTEX 1 50 100 1.0 0.002 25 6813 -29 2319.193319170581 2304.953080442015 100 GTEX 1 50 100 1.0 0.002 25 6813 -30 2317.2640482853267 2301.52103044053 100 GTEX 1 50 100 1.0 0.002 25 6813 -31 2315.2002642454136 2302.455924726711 100 GTEX 1 50 100 1.0 0.002 25 6813 -32 2314.771790588772 2299.0298260010695 100 GTEX 1 50 100 1.0 0.002 25 6813 -33 2313.312721420873 2297.3906212868346 100 GTEX 1 50 100 1.0 0.002 25 6813 -34 2312.304003689626 2297.0055214769486 100 GTEX 1 50 100 1.0 0.002 25 6813 -35 2311.5877552864554 2298.032781680727 100 GTEX 1 50 100 1.0 0.002 25 6813 -36 2310.0711395918056 2295.8391707387714 100 GTEX 1 50 100 1.0 0.002 25 6813 -37 2308.983184443742 2293.853881371792 100 GTEX 1 50 100 1.0 0.002 25 6813 -38 2307.9300521765163 2293.297214754634 100 GTEX 1 50 100 1.0 0.002 25 6813 -39 2306.9853992456115 2293.469185368643 100 GTEX 1 50 100 1.0 0.002 25 6813 -40 2306.187199382353 2290.6011122786954 100 GTEX 1 50 100 1.0 0.002 25 6813 -41 2305.2354403784198 2295.3073229191423 100 GTEX 1 50 100 1.0 0.002 25 6813 -42 2304.7630276501186 2291.366766055727 100 GTEX 1 50 100 1.0 0.002 25 6813 -43 2303.908049399188 2288.9053774061313 100 GTEX 1 50 100 1.0 0.002 25 6813 -44 2303.1545526720697 2289.9286932999644 100 GTEX 1 50 100 1.0 0.002 25 6813 -45 2302.1813253336427 2288.357156383674 100 GTEX 1 50 100 1.0 0.002 25 6813 -46 2301.4124518991134 2287.8360637476235 100 GTEX 1 50 100 1.0 0.002 25 6813 -47 2300.693969352628 2286.5142418458886 100 GTEX 1 50 100 1.0 0.002 25 6813 -48 2300.275448520395 2285.4029397130466 100 GTEX 1 50 100 1.0 0.002 25 6813 -49 2299.562140996975 2288.178121472493 100 GTEX 1 50 100 1.0 0.002 25 6813 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index f11198bf7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3975.8549234759557 3861.8751146439818 150 GTEX 1 100 100 0.5 0.002 25 2386 -1 2804.9479971958513 2780.9184333598205 150 GTEX 1 100 100 0.5 0.002 25 2386 -2 2606.1085511833458 2584.7007276875893 150 GTEX 1 100 100 0.5 0.002 25 2386 -3 2540.729530045157 2540.5872512643327 150 GTEX 1 100 100 0.5 0.002 25 2386 -4 2501.2706777593385 2557.5679448929122 150 GTEX 1 100 100 0.5 0.002 25 2386 -5 2480.5061795146135 2458.832706581957 150 GTEX 1 100 100 0.5 0.002 25 2386 -6 2460.960086063761 2445.423813736484 150 GTEX 1 100 100 0.5 0.002 25 2386 -7 2446.9246392536656 2429.9471846315796 150 GTEX 1 100 100 0.5 0.002 25 2386 -8 2433.4990723584638 2412.4266141594135 150 GTEX 1 100 100 0.5 0.002 25 2386 -9 2421.6861639960684 2415.7922781012358 150 GTEX 1 100 100 0.5 0.002 25 2386 -10 2414.931166346957 2395.8779672832998 150 GTEX 1 100 100 0.5 0.002 25 2386 -11 2407.1816577744153 2391.4384101896685 150 GTEX 1 100 100 0.5 0.002 25 2386 -12 2397.6739427810917 2384.7486985355276 150 GTEX 1 100 100 0.5 0.002 25 2386 -13 2392.702331897562 2376.7572165369534 150 GTEX 1 100 100 0.5 0.002 25 2386 -14 2388.085580895314 2368.814201325971 150 GTEX 1 100 100 0.5 0.002 25 2386 -15 2382.097141071246 2360.1420977342264 150 GTEX 1 100 100 0.5 0.002 25 2386 -16 2377.9145595751606 2362.640623607563 150 GTEX 1 100 100 0.5 0.002 25 2386 -17 2373.8698907636394 2353.762345810807 150 GTEX 1 100 100 0.5 0.002 25 2386 -18 2368.198613981668 2353.5639423326847 150 GTEX 1 100 100 0.5 0.002 25 2386 -19 2364.4306823466136 2349.0788713462453 150 GTEX 1 100 100 0.5 0.002 25 2386 -20 2359.5647292950594 2349.124103038483 150 GTEX 1 100 100 0.5 0.002 25 2386 -21 2358.547965573877 2343.0669124008587 150 GTEX 1 100 100 0.5 0.002 25 2386 -22 2354.5434087292124 2340.720426494178 150 GTEX 1 100 100 0.5 0.002 25 2386 -23 2352.5936119278645 2340.0798219165877 150 GTEX 1 100 100 0.5 0.002 25 2386 -24 2348.8081132569055 2335.0336466161925 150 GTEX 1 100 100 0.5 0.002 25 2386 -25 2345.7796199803015 2335.045624127406 150 GTEX 1 100 100 0.5 0.002 25 2386 -26 2344.373812177333 2329.6004555125655 150 GTEX 1 100 100 0.5 0.002 25 2386 -27 2341.310043197959 2327.098158919766 150 GTEX 1 100 100 0.5 0.002 25 2386 -28 2339.4444666340974 2326.3560008930162 150 GTEX 1 100 100 0.5 0.002 25 2386 -29 2337.725092498531 2324.0577796384864 150 GTEX 1 100 100 0.5 0.002 25 2386 -30 2335.773428525569 2322.671775672826 150 GTEX 1 100 100 0.5 0.002 25 2386 -31 2333.486590085544 2318.832048191317 150 GTEX 1 100 100 0.5 0.002 25 2386 -32 2331.82502044004 2321.4171428027717 150 GTEX 1 100 100 0.5 0.002 25 2386 -33 2330.7729458146555 2316.9905801635277 150 GTEX 1 100 100 0.5 0.002 25 2386 -34 2328.9073108912044 2315.590179559396 150 GTEX 1 100 100 0.5 0.002 25 2386 -35 2327.0756311397486 2319.3690501165934 150 GTEX 1 100 100 0.5 0.002 25 2386 -36 2325.810046963094 2313.767955939579 150 GTEX 1 100 100 0.5 0.002 25 2386 -37 2324.86525051866 2312.9375491994415 150 GTEX 1 100 100 0.5 0.002 25 2386 -38 2322.729375519898 2310.564757140417 150 GTEX 1 100 100 0.5 0.002 25 2386 -39 2322.828772319513 2308.8794221479175 150 GTEX 1 100 100 0.5 0.002 25 2386 -40 2321.0460721494733 2307.351645582076 150 GTEX 1 100 100 0.5 0.002 25 2386 -41 2319.8455227595696 2306.6354119478524 150 GTEX 1 100 100 0.5 0.002 25 2386 -42 2318.356046672405 2305.034066900101 150 GTEX 1 100 100 0.5 0.002 25 2386 -43 2318.0046454284866 2306.233923850404 150 GTEX 1 100 100 0.5 0.002 25 2386 -44 2316.9707305898532 2303.5328656910942 150 GTEX 1 100 100 0.5 0.002 25 2386 -45 2315.1454944282195 2301.7707867640506 150 GTEX 1 100 100 0.5 0.002 25 2386 -46 2314.119785081979 2300.772908838076 150 GTEX 1 100 100 0.5 0.002 25 2386 -47 2313.178502101461 2301.0310480966314 150 GTEX 1 100 100 0.5 0.002 25 2386 -48 2312.6748935807855 2300.625391506877 150 GTEX 1 100 100 0.5 0.002 25 2386 -49 2311.583171802173 2297.8305274180134 150 GTEX 1 100 100 0.5 0.002 25 2386 -50 2311.171790826027 2300.3787730401914 150 GTEX 1 100 100 0.5 0.002 25 2386 -51 2310.237190469815 2300.6375690648765 150 GTEX 1 100 100 0.5 0.002 25 2386 -52 2310.29304802414 2296.6349106705234 150 GTEX 1 100 100 0.5 0.002 25 2386 -53 2308.37611179789 2294.7246260842444 150 GTEX 1 100 100 0.5 0.002 25 2386 -54 2307.5261642828377 2294.8819306232176 150 GTEX 1 100 100 0.5 0.002 25 2386 -55 2307.804961658549 2296.6010881431203 150 GTEX 1 100 100 0.5 0.002 25 2386 -56 2307.4873823627468 2294.1483623084005 150 GTEX 1 100 100 0.5 0.002 25 2386 -57 2306.5618328748465 2292.8533968037073 150 GTEX 1 100 100 0.5 0.002 25 2386 -58 2305.3300242268374 2294.7949594707998 150 GTEX 1 100 100 0.5 0.002 25 2386 -59 2304.7202668851337 2291.6069888270854 150 GTEX 1 100 100 0.5 0.002 25 2386 -60 2304.54131583003 2292.764136252748 150 GTEX 1 100 100 0.5 0.002 25 2386 -61 2303.6701779041673 2291.5378540967354 150 GTEX 1 100 100 0.5 0.002 25 2386 -62 2302.598554776213 2290.147703453615 150 GTEX 1 100 100 0.5 0.002 25 2386 -63 2302.674000831218 2290.5394983327888 150 GTEX 1 100 100 0.5 0.002 25 2386 -64 2302.269261243415 2289.824064421563 150 GTEX 1 100 100 0.5 0.002 25 2386 -65 2302.0265677196116 2290.111708492381 150 GTEX 1 100 100 0.5 0.002 25 2386 -66 2301.009703397121 2288.6658295025845 150 GTEX 1 100 100 0.5 0.002 25 2386 -67 2300.6777145693595 2288.182917025606 150 GTEX 1 100 100 0.5 0.002 25 2386 -68 2300.134041223378 2289.308102683876 150 GTEX 1 100 100 0.5 0.002 25 2386 -69 2299.237903704975 2286.4235932672887 150 GTEX 1 100 100 0.5 0.002 25 2386 -70 2299.2915421249472 2285.961188370737 150 GTEX 1 100 100 0.5 0.002 25 2386 -71 2298.254166508497 2285.471077226414 150 GTEX 1 100 100 0.5 0.002 25 2386 -72 2298.457850115244 2289.4087173984076 150 GTEX 1 100 100 0.5 0.002 25 2386 -73 2298.5006049746407 2286.4816660137685 150 GTEX 1 100 100 0.5 0.002 25 2386 -74 2297.600720012403 2283.9527676078305 150 GTEX 1 100 100 0.5 0.002 25 2386 -75 2297.0959707590346 2284.3330345008762 150 GTEX 1 100 100 0.5 0.002 25 2386 -76 2296.525190170254 2285.408831114098 150 GTEX 1 100 100 0.5 0.002 25 2386 -77 2295.9289791646725 2282.936613481761 150 GTEX 1 100 100 0.5 0.002 25 2386 -78 2295.725944141079 2284.105005996762 150 GTEX 1 100 100 0.5 0.002 25 2386 -79 2295.24618274644 2283.922265578585 150 GTEX 1 100 100 0.5 0.002 25 2386 -80 2295.5814497945576 2282.515667005184 150 GTEX 1 100 100 0.5 0.002 25 2386 -81 2294.3815509993183 2283.6814405782143 150 GTEX 1 100 100 0.5 0.002 25 2386 -82 2294.446487918353 2281.979924771269 150 GTEX 1 100 100 0.5 0.002 25 2386 -83 2294.041690306212 2281.6883071493285 150 GTEX 1 100 100 0.5 0.002 25 2386 -84 2293.707977588267 2280.0215034049725 150 GTEX 1 100 100 0.5 0.002 25 2386 -85 2293.586538503197 2281.608439746465 150 GTEX 1 100 100 0.5 0.002 25 2386 -86 2293.110716316382 2281.436413899121 150 GTEX 1 100 100 0.5 0.002 25 2386 -87 2293.8486033877134 2280.8510616868166 150 GTEX 1 100 100 0.5 0.002 25 2386 -88 2292.144208093121 2279.809324315292 150 GTEX 1 100 100 0.5 0.002 25 2386 -89 2292.380781003461 2280.422423156042 150 GTEX 1 100 100 0.5 0.002 25 2386 -90 2291.79077230961 2279.743867939416 150 GTEX 1 100 100 0.5 0.002 25 2386 -91 2291.256338320779 2280.3244733339025 150 GTEX 1 100 100 0.5 0.002 25 2386 -92 2291.240087895783 2278.970350374287 150 GTEX 1 100 100 0.5 0.002 25 2386 -93 2291.5321881890713 2278.3841538810007 150 GTEX 1 100 100 0.5 0.002 25 2386 -94 2291.150758937708 2278.6684078318085 150 GTEX 1 100 100 0.5 0.002 25 2386 -95 2291.050692511446 2277.5703500957998 150 GTEX 1 100 100 0.5 0.002 25 2386 -96 2290.20543612227 2277.9851341102512 150 GTEX 1 100 100 0.5 0.002 25 2386 -97 2289.983959545741 2278.091031034636 150 GTEX 1 100 100 0.5 0.002 25 2386 -98 2289.612642543878 2277.152472318352 150 GTEX 1 100 100 0.5 0.002 25 2386 -99 2289.4127105071398 2276.383702499332 150 GTEX 1 100 100 0.5 0.002 25 2386 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index b05aa5a60..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4016.901903100284 5145.745472723087 150 GTEX 1 100 100 0.0 0.002 25 4082 -1 2843.5444906381213 2808.9323721185838 150 GTEX 1 100 100 0.0 0.002 25 4082 -2 2614.3960621899178 2710.6486110904825 150 GTEX 1 100 100 0.0 0.002 25 4082 -3 2539.2457737651184 2598.0225486610325 150 GTEX 1 100 100 0.0 0.002 25 4082 -4 2502.334369605026 2473.121335105751 150 GTEX 1 100 100 0.0 0.002 25 4082 -5 2477.1246579142926 2475.4683229859793 150 GTEX 1 100 100 0.0 0.002 25 4082 -6 2458.1720166825385 2457.615141777938 150 GTEX 1 100 100 0.0 0.002 25 4082 -7 2441.8341438000916 2433.7872472262657 150 GTEX 1 100 100 0.0 0.002 25 4082 -8 2432.336083231348 2423.361332302311 150 GTEX 1 100 100 0.0 0.002 25 4082 -9 2422.559815974652 2404.422211505614 150 GTEX 1 100 100 0.0 0.002 25 4082 -10 2412.6751945852616 2415.841266588566 150 GTEX 1 100 100 0.0 0.002 25 4082 -11 2403.64049948691 2396.5971642555846 150 GTEX 1 100 100 0.0 0.002 25 4082 -12 2397.1550834529235 2390.0245813870156 150 GTEX 1 100 100 0.0 0.002 25 4082 -13 2391.8053384557047 2395.3863130866803 150 GTEX 1 100 100 0.0 0.002 25 4082 -14 2385.997675648181 2378.554832313451 150 GTEX 1 100 100 0.0 0.002 25 4082 -15 2380.3422104466913 2370.5040909799786 150 GTEX 1 100 100 0.0 0.002 25 4082 -16 2374.298531066179 2362.098564351013 150 GTEX 1 100 100 0.0 0.002 25 4082 -17 2371.038821660315 2363.059970406072 150 GTEX 1 100 100 0.0 0.002 25 4082 -18 2366.2022407090913 2355.957906628743 150 GTEX 1 100 100 0.0 0.002 25 4082 -19 2362.1596001189578 2351.5605095112733 150 GTEX 1 100 100 0.0 0.002 25 4082 -20 2358.5745079175113 2350.221245479221 150 GTEX 1 100 100 0.0 0.002 25 4082 -21 2355.3692388021796 2344.8641069651558 150 GTEX 1 100 100 0.0 0.002 25 4082 -22 2352.066893473918 2343.2336370083767 150 GTEX 1 100 100 0.0 0.002 25 4082 -23 2350.5454595414085 2340.2413613206986 150 GTEX 1 100 100 0.0 0.002 25 4082 -24 2348.2661958821186 2334.468176083873 150 GTEX 1 100 100 0.0 0.002 25 4082 -25 2344.007936981546 2333.5663366281487 150 GTEX 1 100 100 0.0 0.002 25 4082 -26 2341.7876644229214 2332.560108257337 150 GTEX 1 100 100 0.0 0.002 25 4082 -27 2340.3670578349465 2329.262396866831 150 GTEX 1 100 100 0.0 0.002 25 4082 -28 2338.946943061259 2330.887502692045 150 GTEX 1 100 100 0.0 0.002 25 4082 -29 2335.8565182684342 2325.135245551628 150 GTEX 1 100 100 0.0 0.002 25 4082 -30 2333.961959424638 2323.493357611246 150 GTEX 1 100 100 0.0 0.002 25 4082 -31 2332.9053963717306 2323.7938650152983 150 GTEX 1 100 100 0.0 0.002 25 4082 -32 2330.6757934995826 2328.245813870158 150 GTEX 1 100 100 0.0 0.002 25 4082 -33 2329.0713874201997 2319.193132175692 150 GTEX 1 100 100 0.0 0.002 25 4082 -34 2327.110494482891 2317.0454138694154 150 GTEX 1 100 100 0.0 0.002 25 4082 -35 2326.3421944577626 2319.72471403985 150 GTEX 1 100 100 0.0 0.002 25 4082 -36 2324.829035930527 2315.98186490019 150 GTEX 1 100 100 0.0 0.002 25 4082 -37 2322.6429142019647 2315.238876748901 150 GTEX 1 100 100 0.0 0.002 25 4082 -38 2322.40423833489 2313.814194595859 150 GTEX 1 100 100 0.0 0.002 25 4082 -39 2320.543454117139 2316.2125513345118 150 GTEX 1 100 100 0.0 0.002 25 4082 -40 2319.475008015095 2312.5118025282945 150 GTEX 1 100 100 0.0 0.002 25 4082 -41 2318.595145885048 2311.2221113429778 150 GTEX 1 100 100 0.0 0.002 25 4082 -42 2317.7597493008197 2314.844620969359 150 GTEX 1 100 100 0.0 0.002 25 4082 -43 2316.3741532830736 2309.9178438948134 150 GTEX 1 100 100 0.0 0.002 25 4082 -44 2315.258217638821 2306.60940934678 150 GTEX 1 100 100 0.0 0.002 25 4082 -45 2314.3032939359255 2305.9043966663203 150 GTEX 1 100 100 0.0 0.002 25 4082 -46 2313.599586655248 2306.256354618435 150 GTEX 1 100 100 0.0 0.002 25 4082 -47 2312.5862202719395 2309.0248675328244 150 GTEX 1 100 100 0.0 0.002 25 4082 -48 2311.9040298856803 2303.8018938071828 150 GTEX 1 100 100 0.0 0.002 25 4082 -49 2310.7016210091633 2307.4742459489366 150 GTEX 1 100 100 0.0 0.002 25 4082 -50 2310.2504479994655 2307.0396661214504 150 GTEX 1 100 100 0.0 0.002 25 4082 -51 2308.9782256322537 2300.1424432906815 150 GTEX 1 100 100 0.0 0.002 25 4082 -52 2308.043585767914 2299.4277320542715 150 GTEX 1 100 100 0.0 0.002 25 4082 -53 2307.1968916645897 2300.875184265833 150 GTEX 1 100 100 0.0 0.002 25 4082 -54 2306.8647380992857 2298.4933949749734 150 GTEX 1 100 100 0.0 0.002 25 4082 -55 2306.2268529053636 2297.7469329253804 150 GTEX 1 100 100 0.0 0.002 25 4082 -56 2305.554433250246 2299.865786708353 150 GTEX 1 100 100 0.0 0.002 25 4082 -57 2304.779569073616 2297.312164422677 150 GTEX 1 100 100 0.0 0.002 25 4082 -58 2303.9562979255243 2296.654991004857 150 GTEX 1 100 100 0.0 0.002 25 4082 -59 2304.1343117973124 2297.793064828155 150 GTEX 1 100 100 0.0 0.002 25 4082 -60 2303.036795837267 2293.7859139678144 150 GTEX 1 100 100 0.0 0.002 25 4082 -61 2302.292755865152 2296.290121912503 150 GTEX 1 100 100 0.0 0.002 25 4082 -62 2301.7733184082704 2294.3582220621433 150 GTEX 1 100 100 0.0 0.002 25 4082 -63 2301.382022750079 2293.742234378713 150 GTEX 1 100 100 0.0 0.002 25 4082 -64 2301.45652058425 2292.5033652882157 150 GTEX 1 100 100 0.0 0.002 25 4082 -65 2300.030801407397 2292.4095769961978 150 GTEX 1 100 100 0.0 0.002 25 4082 -66 2300.03784079112 2291.9651396428676 150 GTEX 1 100 100 0.0 0.002 25 4082 -67 2299.688661930918 2291.963804295761 150 GTEX 1 100 100 0.0 0.002 25 4082 -68 2298.9480327583233 2289.8355253386408 150 GTEX 1 100 100 0.0 0.002 25 4082 -69 2298.4130451915207 2292.0333962096006 150 GTEX 1 100 100 0.0 0.002 25 4082 -70 2298.7939992106626 2289.236862124599 150 GTEX 1 100 100 0.0 0.002 25 4082 -71 2297.3949455437723 2291.4472264046904 150 GTEX 1 100 100 0.0 0.002 25 4082 -72 2297.5042795914837 2291.851547183193 150 GTEX 1 100 100 0.0 0.002 25 4082 -73 2296.6938062139784 2289.2356309781962 150 GTEX 1 100 100 0.0 0.002 25 4082 -74 2296.411115250467 2288.962338291647 150 GTEX 1 100 100 0.0 0.002 25 4082 -75 2295.9958824640444 2287.0896105167985 150 GTEX 1 100 100 0.0 0.002 25 4082 -76 2295.4333327178456 2288.4494266872625 150 GTEX 1 100 100 0.0 0.002 25 4082 -77 2295.3441036647864 2287.472681778012 150 GTEX 1 100 100 0.0 0.002 25 4082 -78 2294.6492927013737 2286.799122857504 150 GTEX 1 100 100 0.0 0.002 25 4082 -79 2294.193566483203 2287.7541731337633 150 GTEX 1 100 100 0.0 0.002 25 4082 -80 2294.0526209051836 2286.2095102520498 150 GTEX 1 100 100 0.0 0.002 25 4082 -81 2293.931771012134 2286.361904593928 150 GTEX 1 100 100 0.0 0.002 25 4082 -82 2293.719799208971 2286.0778186638545 150 GTEX 1 100 100 0.0 0.002 25 4082 -83 2293.5431722735884 2283.9652853846096 150 GTEX 1 100 100 0.0 0.002 25 4082 -84 2292.773202050131 2284.6368336260543 150 GTEX 1 100 100 0.0 0.002 25 4082 -85 2292.476445626089 2285.1892479726116 150 GTEX 1 100 100 0.0 0.002 25 4082 -86 2292.0106744666505 2285.5638501997682 150 GTEX 1 100 100 0.0 0.002 25 4082 -87 2292.1336950888613 2284.4790693507903 150 GTEX 1 100 100 0.0 0.002 25 4082 -88 2292.0322445887277 2284.1214755098176 150 GTEX 1 100 100 0.0 0.002 25 4082 -89 2291.082263631026 2282.385928774061 150 GTEX 1 100 100 0.0 0.002 25 4082 -90 2291.2408845054697 2284.0754269211916 150 GTEX 1 100 100 0.0 0.002 25 4082 -91 2291.3052824170886 2284.4325851614485 150 GTEX 1 100 100 0.0 0.002 25 4082 -92 2290.407574321698 2286.5895504099335 150 GTEX 1 100 100 0.0 0.002 25 4082 -93 2290.321402403373 2283.3749851473385 150 GTEX 1 100 100 0.0 0.002 25 4082 -94 2289.525615733642 2281.880683927935 150 GTEX 1 100 100 0.0 0.002 25 4082 -95 2289.7174237957347 2282.055049997772 150 GTEX 1 100 100 0.0 0.002 25 4082 -96 2289.4414504774395 2281.8593828904764 150 GTEX 1 100 100 0.0 0.002 25 4082 -97 2289.018568123358 2282.4199058619743 150 GTEX 1 100 100 0.0 0.002 25 4082 -98 2288.7414297279365 2281.029107503565 150 GTEX 1 100 100 0.0 0.002 25 4082 -99 2288.506814378235 2280.6353402373456 150 GTEX 1 100 100 0.0 0.002 25 4082 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index f02de2883..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3973.111909915694 5069.100129218156 150 GTEX 1 100 100 1.0 0.002 25 417 -1 2807.1390232703898 3211.186413434975 150 GTEX 1 100 100 1.0 0.002 25 417 -2 2609.9472381601468 2611.316328273527 150 GTEX 1 100 100 1.0 0.002 25 417 -3 2546.405586072632 2529.710984842859 150 GTEX 1 100 100 1.0 0.002 25 417 -4 2506.362277145281 2472.9064848577113 150 GTEX 1 100 100 1.0 0.002 25 417 -5 2480.649691547778 2451.781544732504 150 GTEX 1 100 100 1.0 0.002 25 417 -6 2462.9083073109223 2466.42066125906 150 GTEX 1 100 100 1.0 0.002 25 417 -7 2444.5205973505003 2445.7400640335372 150 GTEX 1 100 100 1.0 0.002 25 417 -8 2434.2716236591996 2408.538211720978 150 GTEX 1 100 100 1.0 0.002 25 417 -9 2424.4548655496146 2412.175496728701 150 GTEX 1 100 100 1.0 0.002 25 417 -10 2413.09901760412 2393.804121242277 150 GTEX 1 100 100 1.0 0.002 25 417 -11 2405.798963927739 2397.060718144754 150 GTEX 1 100 100 1.0 0.002 25 417 -12 2398.574252919888 2382.4787945765506 150 GTEX 1 100 100 1.0 0.002 25 417 -13 2393.542646598876 2378.1185274885634 150 GTEX 1 100 100 1.0 0.002 25 417 -14 2388.0936528801526 2371.0704508154113 150 GTEX 1 100 100 1.0 0.002 25 417 -15 2381.06696297418 2364.2828935398347 150 GTEX 1 100 100 1.0 0.002 25 417 -16 2377.429318104171 2356.8281700221305 150 GTEX 1 100 100 1.0 0.002 25 417 -17 2373.525268490216 2353.5853925929778 150 GTEX 1 100 100 1.0 0.002 25 417 -18 2367.9862959150455 2349.2731302355633 150 GTEX 1 100 100 1.0 0.002 25 417 -19 2364.0248803718673 2342.93024447481 150 GTEX 1 100 100 1.0 0.002 25 417 -20 2359.6990433359797 2341.262387119772 150 GTEX 1 100 100 1.0 0.002 25 417 -21 2357.326328669655 2342.198788951105 150 GTEX 1 100 100 1.0 0.002 25 417 -22 2354.5781331491958 2335.3467729807808 150 GTEX 1 100 100 1.0 0.002 25 417 -23 2351.175873289494 2331.4719860236455 150 GTEX 1 100 100 1.0 0.002 25 417 -24 2348.91888641135 2331.4104180281606 150 GTEX 1 100 100 1.0 0.002 25 417 -25 2345.813698318625 2330.9396610622625 150 GTEX 1 100 100 1.0 0.002 25 417 -26 2343.9972779880522 2334.4315672899834 150 GTEX 1 100 100 1.0 0.002 25 417 -27 2340.956487110654 2325.2882047587927 150 GTEX 1 100 100 1.0 0.002 25 417 -28 2338.8439609507036 2322.8690974594524 150 GTEX 1 100 100 1.0 0.002 25 417 -29 2337.016374777599 2321.224976050083 150 GTEX 1 100 100 1.0 0.002 25 417 -30 2335.7068800772586 2319.703688936995 150 GTEX 1 100 100 1.0 0.002 25 417 -31 2333.0075738523456 2318.888815760159 150 GTEX 1 100 100 1.0 0.002 25 417 -32 2331.972527332816 2313.580142177103 150 GTEX 1 100 100 1.0 0.002 25 417 -33 2330.607154782526 2313.3570538074796 150 GTEX 1 100 100 1.0 0.002 25 417 -34 2328.7934755474607 2314.0525491808758 150 GTEX 1 100 100 1.0 0.002 25 417 -35 2327.7874971838855 2314.6513476933815 150 GTEX 1 100 100 1.0 0.002 25 417 -36 2325.2144329634766 2313.437067416231 150 GTEX 1 100 100 1.0 0.002 25 417 -37 2324.6750461719 2308.3040984991385 150 GTEX 1 100 100 1.0 0.002 25 417 -38 2322.3150565781134 2306.719347819629 150 GTEX 1 100 100 1.0 0.002 25 417 -39 2322.4347793032707 2304.911970595443 150 GTEX 1 100 100 1.0 0.002 25 417 -40 2320.8957663431606 2306.4584102268 150 GTEX 1 100 100 1.0 0.002 25 417 -41 2319.0239529108517 2305.147765881208 150 GTEX 1 100 100 1.0 0.002 25 417 -42 2318.9662168895075 2307.9553672877555 150 GTEX 1 100 100 1.0 0.002 25 417 -43 2316.8784895707827 2303.75236946367 150 GTEX 1 100 100 1.0 0.002 25 417 -44 2316.2521605426664 2300.904754986781 150 GTEX 1 100 100 1.0 0.002 25 417 -45 2315.169644157625 2298.7163652195222 150 GTEX 1 100 100 1.0 0.002 25 417 -46 2314.852685799603 2298.8625028777033 150 GTEX 1 100 100 1.0 0.002 25 417 -47 2313.9282381036182 2299.9905458167477 150 GTEX 1 100 100 1.0 0.002 25 417 -48 2312.207737805915 2299.5803969930785 150 GTEX 1 100 100 1.0 0.002 25 417 -49 2311.8038852426107 2296.4644687202945 150 GTEX 1 100 100 1.0 0.002 25 417 -50 2311.228563204957 2298.386877023675 150 GTEX 1 100 100 1.0 0.002 25 417 -51 2310.3440154162154 2294.7304678217088 150 GTEX 1 100 100 1.0 0.002 25 417 -52 2308.9857501252295 2296.945990152685 150 GTEX 1 100 100 1.0 0.002 25 417 -53 2308.6823445762666 2295.913002855424 150 GTEX 1 100 100 1.0 0.002 25 417 -54 2307.781572125335 2294.9912109375 150 GTEX 1 100 100 1.0 0.002 25 417 -55 2307.570330319919 2294.252905551925 150 GTEX 1 100 100 1.0 0.002 25 417 -56 2306.6060153392623 2292.852909914894 150 GTEX 1 100 100 1.0 0.002 25 417 -57 2306.1366088132213 2290.8540874524715 150 GTEX 1 100 100 1.0 0.002 25 417 -58 2304.940723496958 2290.914109378713 150 GTEX 1 100 100 1.0 0.002 25 417 -59 2304.906468635705 2291.1250208865554 150 GTEX 1 100 100 1.0 0.002 25 417 -60 2303.5692362903706 2290.619962162845 150 GTEX 1 100 100 1.0 0.002 25 417 -61 2303.0895349315797 2289.158709972077 150 GTEX 1 100 100 1.0 0.002 25 417 -62 2302.859716595724 2290.335260775606 150 GTEX 1 100 100 1.0 0.002 25 417 -63 2302.807032147443 2289.127718965364 150 GTEX 1 100 100 1.0 0.002 25 417 -64 2301.5845559018335 2287.5754492001843 150 GTEX 1 100 100 1.0 0.002 25 417 -65 2301.1559434251876 2286.433609995099 150 GTEX 1 100 100 1.0 0.002 25 417 -66 2300.527000942212 2286.591944009179 150 GTEX 1 100 100 1.0 0.002 25 417 -67 2300.249804316144 2287.2643328184413 150 GTEX 1 100 100 1.0 0.002 25 417 -68 2299.932497347901 2285.0657847589414 150 GTEX 1 100 100 1.0 0.002 25 417 -69 2299.5392484615554 2284.034966878565 150 GTEX 1 100 100 1.0 0.002 25 417 -70 2298.6883075956284 2284.2440046303172 150 GTEX 1 100 100 1.0 0.002 25 417 -71 2298.6794906556574 2285.7956134520555 150 GTEX 1 100 100 1.0 0.002 25 417 -72 2297.423855435122 2283.858628189609 150 GTEX 1 100 100 1.0 0.002 25 417 -73 2297.934207157511 2283.68586992039 150 GTEX 1 100 100 1.0 0.002 25 417 -74 2297.2933232658097 2282.4651654029526 150 GTEX 1 100 100 1.0 0.002 25 417 -75 2296.7661680820133 2282.571736963076 150 GTEX 1 100 100 1.0 0.002 25 417 -76 2296.526677321139 2281.637200997356 150 GTEX 1 100 100 1.0 0.002 25 417 -77 2296.1004133860138 2284.9264718987642 150 GTEX 1 100 100 1.0 0.002 25 417 -78 2295.6439018535602 2280.296688413439 150 GTEX 1 100 100 1.0 0.002 25 417 -79 2295.165202484824 2279.9864362709422 150 GTEX 1 100 100 1.0 0.002 25 417 -80 2295.051648391493 2282.185956251485 150 GTEX 1 100 100 1.0 0.002 25 417 -81 2295.1302672430797 2280.622805519249 150 GTEX 1 100 100 1.0 0.002 25 417 -82 2295.1023920932994 2281.029593928232 150 GTEX 1 100 100 1.0 0.002 25 417 -83 2293.7439733085985 2279.9100768810895 150 GTEX 1 100 100 1.0 0.002 25 417 -84 2293.0692511961784 2279.1856508436313 150 GTEX 1 100 100 1.0 0.002 25 417 -85 2292.955030802929 2279.1013220725404 150 GTEX 1 100 100 1.0 0.002 25 417 -86 2293.2552711887347 2278.2277655655894 150 GTEX 1 100 100 1.0 0.002 25 417 -87 2293.0738420559987 2280.485581314609 150 GTEX 1 100 100 1.0 0.002 25 417 -88 2292.485838064337 2278.2587714249644 150 GTEX 1 100 100 1.0 0.002 25 417 -89 2291.8463749694665 2277.4535083843275 150 GTEX 1 100 100 1.0 0.002 25 417 -90 2291.911890661929 2279.114363173568 150 GTEX 1 100 100 1.0 0.002 25 417 -91 2291.0616534378055 2277.365600121792 150 GTEX 1 100 100 1.0 0.002 25 417 -92 2291.2230614919754 2278.0098607748632 150 GTEX 1 100 100 1.0 0.002 25 417 -93 2290.9267020575585 2277.7557827909636 150 GTEX 1 100 100 1.0 0.002 25 417 -94 2290.593222984281 2275.8327000839176 150 GTEX 1 100 100 1.0 0.002 25 417 -95 2290.8862287151255 2276.347637684173 150 GTEX 1 100 100 1.0 0.002 25 417 -96 2289.9600640660897 2279.7284859196766 150 GTEX 1 100 100 1.0 0.002 25 417 -97 2290.4850224355614 2278.0028377866565 150 GTEX 1 100 100 1.0 0.002 25 417 -98 2290.13801514265 2276.0206215281905 150 GTEX 1 100 100 1.0 0.002 25 417 -99 2289.597717962107 2278.478802467027 150 GTEX 1 100 100 1.0 0.002 25 417 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 1368f2915..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3986.719001129334 4765.295243063807 150 GTEX 1 50 100 0.5 0.002 25 1084 -1 2816.1342605811633 2732.356922454254 150 GTEX 1 50 100 0.5 0.002 25 1084 -2 2610.473698960245 2616.510499439312 150 GTEX 1 50 100 0.5 0.002 25 1084 -3 2543.453589684686 2609.871031090334 150 GTEX 1 50 100 0.5 0.002 25 1084 -4 2501.8660179614467 2615.211873681826 150 GTEX 1 50 100 0.5 0.002 25 1084 -5 2476.0117336042304 2444.2155063179507 150 GTEX 1 50 100 0.5 0.002 25 1084 -6 2462.1625028573762 2480.898900253238 150 GTEX 1 50 100 0.5 0.002 25 1084 -7 2443.561472040831 2415.300755721988 150 GTEX 1 50 100 0.5 0.002 25 1084 -8 2432.3649148027357 2404.81739836138 150 GTEX 1 50 100 0.5 0.002 25 1084 -9 2422.362354536853 2394.9534926033743 150 GTEX 1 50 100 0.5 0.002 25 1084 -10 2412.2808597154094 2408.829731408181 150 GTEX 1 50 100 0.5 0.002 25 1084 -11 2407.086797162801 2385.3925874079137 150 GTEX 1 50 100 0.5 0.002 25 1084 -12 2398.9541529333806 2376.534794680519 150 GTEX 1 50 100 0.5 0.002 25 1084 -13 2391.780139156288 2368.815406480216 150 GTEX 1 50 100 0.5 0.002 25 1084 -14 2386.8472712520716 2370.3489604993465 150 GTEX 1 50 100 0.5 0.002 25 1084 -15 2380.151157526226 2362.8521928098266 150 GTEX 1 50 100 0.5 0.002 25 1084 -16 2376.241621362983 2359.3473810116147 150 GTEX 1 50 100 0.5 0.002 25 1084 -17 2372.622554054957 2354.1364929431293 150 GTEX 1 50 100 0.5 0.002 25 1084 -18 2367.4397733161904 2350.824282802103 150 GTEX 1 50 100 0.5 0.002 25 1084 -19 2365.260026992406 2345.188959041929 150 GTEX 1 50 100 0.5 0.002 25 1084 -20 2362.164392284548 2346.8954748581573 150 GTEX 1 50 100 0.5 0.002 25 1084 -21 2356.463366372993 2337.670727167746 150 GTEX 1 50 100 0.5 0.002 25 1084 -22 2353.6916072463064 2340.244964483573 150 GTEX 1 50 100 0.5 0.002 25 1084 -23 2351.0209580813616 2334.4513837575005 150 GTEX 1 50 100 0.5 0.002 25 1084 -24 2349.2302524352685 2328.6947179293907 150 GTEX 1 50 100 0.5 0.002 25 1084 -25 2345.678955645474 2329.1864338573846 150 GTEX 1 50 100 0.5 0.002 25 1084 -26 2343.8955568881956 2325.9725931261883 150 GTEX 1 50 100 0.5 0.002 25 1084 -27 2340.9877138235533 2336.2571970428353 150 GTEX 1 50 100 0.5 0.002 25 1084 -28 2338.7256590997426 2322.3794748284517 150 GTEX 1 50 100 0.5 0.002 25 1084 -29 2338.105267212133 2318.069089940292 150 GTEX 1 50 100 0.5 0.002 25 1084 -30 2335.5305031623006 2318.755179169513 150 GTEX 1 50 100 0.5 0.002 25 1084 -31 2333.334245948715 2318.5425756186132 150 GTEX 1 50 100 0.5 0.002 25 1084 -32 2332.4326278897665 2314.3178348903875 150 GTEX 1 50 100 0.5 0.002 25 1084 -33 2329.4945702629857 2312.2937861105333 150 GTEX 1 50 100 0.5 0.002 25 1084 -34 2327.877267436391 2310.7994609876278 150 GTEX 1 50 100 0.5 0.002 25 1084 -35 2327.248793532179 2314.0938214784337 150 GTEX 1 50 100 0.5 0.002 25 1084 -36 2325.6890343440123 2308.8607630276406 150 GTEX 1 50 100 0.5 0.002 25 1084 -37 2324.41884365386 2310.072719791543 150 GTEX 1 50 100 0.5 0.002 25 1084 -38 2323.1127135914558 2309.790246303544 150 GTEX 1 50 100 0.5 0.002 25 1084 -39 2321.464995644822 2306.6140424489067 150 GTEX 1 50 100 0.5 0.002 25 1084 -40 2321.1833439358843 2302.4301126574383 150 GTEX 1 50 100 0.5 0.002 25 1084 -41 2319.9908797345797 2302.686256089591 150 GTEX 1 50 100 0.5 0.002 25 1084 -42 2318.4911773865383 2302.0190153520825 150 GTEX 1 50 100 0.5 0.002 25 1084 -43 2317.059673234781 2311.548935342651 150 GTEX 1 50 100 0.5 0.002 25 1084 -44 2316.1145519056327 2304.190572644368 150 GTEX 1 50 100 0.5 0.002 25 1084 -45 2314.727389488651 2302.08662536389 150 GTEX 1 50 100 0.5 0.002 25 1084 -46 2313.9121353183264 2298.872188437574 150 GTEX 1 50 100 0.5 0.002 25 1084 -47 2313.1733006192976 2298.770921830442 150 GTEX 1 50 100 0.5 0.002 25 1084 -48 2312.2931143266164 2298.271712734672 150 GTEX 1 50 100 0.5 0.002 25 1084 -49 2311.7096142098458 2296.64129731501 150 GTEX 1 50 100 0.5 0.002 25 1084 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index 2e8b03905..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3969.327950204906 4955.4688419008435 150 GTEX 1 50 100 0.0 0.002 25 5117 -1 2796.3615925870376 2805.4786557969937 150 GTEX 1 50 100 0.0 0.002 25 5117 -2 2612.3485437902714 2618.656091726325 150 GTEX 1 50 100 0.0 0.002 25 5117 -3 2543.4419214029654 2581.2967459675024 150 GTEX 1 50 100 0.0 0.002 25 5117 -4 2505.096062540643 2556.718153108662 150 GTEX 1 50 100 0.0 0.002 25 5117 -5 2481.6351830134035 2461.2699127777446 150 GTEX 1 50 100 0.0 0.002 25 5117 -6 2464.6390803405498 2464.6442773623157 150 GTEX 1 50 100 0.0 0.002 25 5117 -7 2443.885542325892 2430.307300176004 150 GTEX 1 50 100 0.0 0.002 25 5117 -8 2432.2291496118096 2416.3508365761645 150 GTEX 1 50 100 0.0 0.002 25 5117 -9 2421.9965508270507 2411.130745195164 150 GTEX 1 50 100 0.0 0.002 25 5117 -10 2414.097489913565 2398.30438487702 150 GTEX 1 50 100 0.0 0.002 25 5117 -11 2404.2817979302695 2400.5616009498276 150 GTEX 1 50 100 0.0 0.002 25 5117 -12 2400.413037583885 2388.2215009914153 150 GTEX 1 50 100 0.0 0.002 25 5117 -13 2391.587590832588 2383.0208313220355 150 GTEX 1 50 100 0.0 0.002 25 5117 -14 2385.8631619519615 2382.7434026333767 150 GTEX 1 50 100 0.0 0.002 25 5117 -15 2379.815792326717 2366.4779126997682 150 GTEX 1 50 100 0.0 0.002 25 5117 -16 2376.020281053388 2362.416368375713 150 GTEX 1 50 100 0.0 0.002 25 5117 -17 2372.0972423688454 2359.9260332811014 150 GTEX 1 50 100 0.0 0.002 25 5117 -18 2367.698688304398 2355.884087972315 150 GTEX 1 50 100 0.0 0.002 25 5117 -19 2362.4980801164984 2351.6435356575275 150 GTEX 1 50 100 0.0 0.002 25 5117 -20 2359.5886749335273 2351.8587627918546 150 GTEX 1 50 100 0.0 0.002 25 5117 -21 2356.1205769465646 2348.8139977980927 150 GTEX 1 50 100 0.0 0.002 25 5117 -22 2352.2360767635687 2344.2217701959066 150 GTEX 1 50 100 0.0 0.002 25 5117 -23 2350.297635557232 2339.6504170813037 150 GTEX 1 50 100 0.0 0.002 25 5117 -24 2348.76635677716 2339.481571095978 150 GTEX 1 50 100 0.0 0.002 25 5117 -25 2345.550149326278 2339.589988563451 150 GTEX 1 50 100 0.0 0.002 25 5117 -26 2342.943206139171 2332.825000835462 150 GTEX 1 50 100 0.0 0.002 25 5117 -27 2341.438547867964 2330.455166312678 150 GTEX 1 50 100 0.0 0.002 25 5117 -28 2338.296858056893 2331.284021413825 150 GTEX 1 50 100 0.0 0.002 25 5117 -29 2336.977844889443 2330.555672417122 150 GTEX 1 50 100 0.0 0.002 25 5117 -30 2334.72898923254 2326.2400412903994 150 GTEX 1 50 100 0.0 0.002 25 5117 -31 2332.69535690796 2326.1919961791527 150 GTEX 1 50 100 0.0 0.002 25 5117 -32 2330.8927938723823 2323.492337419053 150 GTEX 1 50 100 0.0 0.002 25 5117 -33 2329.4605188479554 2322.102907594166 150 GTEX 1 50 100 0.0 0.002 25 5117 -34 2328.2024031772376 2318.6024740821053 150 GTEX 1 50 100 0.0 0.002 25 5117 -35 2326.552830385938 2316.831580100404 150 GTEX 1 50 100 0.0 0.002 25 5117 -36 2325.10601722183 2318.6886747527033 150 GTEX 1 50 100 0.0 0.002 25 5117 -37 2323.1691056401924 2313.4683666156725 150 GTEX 1 50 100 0.0 0.002 25 5117 -38 2322.5745651424027 2314.3582494467382 150 GTEX 1 50 100 0.0 0.002 25 5117 -39 2321.137157104531 2315.933983632367 150 GTEX 1 50 100 0.0 0.002 25 5117 -40 2320.4926829246906 2311.8039731798062 150 GTEX 1 50 100 0.0 0.002 25 5117 -41 2318.6693712111396 2313.5927585848385 150 GTEX 1 50 100 0.0 0.002 25 5117 -42 2318.1800219264946 2310.0647162955975 150 GTEX 1 50 100 0.0 0.002 25 5117 -43 2316.854405924651 2309.125358320461 150 GTEX 1 50 100 0.0 0.002 25 5117 -44 2316.57664254264 2309.8068870863535 150 GTEX 1 50 100 0.0 0.002 25 5117 -45 2314.8792729638153 2307.262367161508 150 GTEX 1 50 100 0.0 0.002 25 5117 -46 2314.0680867637666 2310.1212399558876 150 GTEX 1 50 100 0.0 0.002 25 5117 -47 2312.860640807377 2307.5346048449383 150 GTEX 1 50 100 0.0 0.002 25 5117 -48 2312.2246744654126 2307.2129133681383 150 GTEX 1 50 100 0.0 0.002 25 5117 -49 2310.5260496783235 2305.0354779029526 150 GTEX 1 50 100 0.0 0.002 25 5117 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 9b3461b21..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3979.7926829350063 5951.428870603612 150 GTEX 1 50 100 1.0 0.002 25 2862 -1 2796.4889147210374 2814.043481166825 150 GTEX 1 50 100 1.0 0.002 25 2862 -2 2604.7139698776837 2666.446108973978 150 GTEX 1 50 100 1.0 0.002 25 2862 -3 2528.9740584790425 2584.006537491831 150 GTEX 1 50 100 1.0 0.002 25 2862 -4 2500.2195012217603 2524.506492469701 150 GTEX 1 50 100 1.0 0.002 25 2862 -5 2470.8372150153987 2487.8577978329968 150 GTEX 1 50 100 1.0 0.002 25 2862 -6 2455.2236902952773 2488.01969973488 150 GTEX 1 50 100 1.0 0.002 25 2862 -7 2439.353902505496 2456.1955468935657 150 GTEX 1 50 100 1.0 0.002 25 2862 -8 2426.9174591157935 2444.892710870663 150 GTEX 1 50 100 1.0 0.002 25 2862 -9 2418.0132699597534 2447.602309310391 150 GTEX 1 50 100 1.0 0.002 25 2862 -10 2409.139085343537 2427.536506913914 150 GTEX 1 50 100 1.0 0.002 25 2862 -11 2401.632659573634 2417.1916211494477 150 GTEX 1 50 100 1.0 0.002 25 2862 -12 2394.1382653693836 2414.6731124123694 150 GTEX 1 50 100 1.0 0.002 25 2862 -13 2389.8592813874016 2405.491287985682 150 GTEX 1 50 100 1.0 0.002 25 2862 -14 2383.358815748538 2400.6886014176866 150 GTEX 1 50 100 1.0 0.002 25 2862 -15 2376.973314374934 2394.621734735177 150 GTEX 1 50 100 1.0 0.002 25 2862 -16 2372.895825682717 2396.944220365227 150 GTEX 1 50 100 1.0 0.002 25 2862 -17 2368.6848069228554 2391.321533203125 150 GTEX 1 50 100 1.0 0.002 25 2862 -18 2364.5621012051733 2383.0108823594937 150 GTEX 1 50 100 1.0 0.002 25 2862 -19 2360.0125263456284 2381.018849420004 150 GTEX 1 50 100 1.0 0.002 25 2862 -20 2357.155794470265 2381.8064317594462 150 GTEX 1 50 100 1.0 0.002 25 2862 -21 2354.0668473639107 2373.8745479221125 150 GTEX 1 50 100 1.0 0.002 25 2862 -22 2351.745622411857 2373.0672923040934 150 GTEX 1 50 100 1.0 0.002 25 2862 -23 2348.039518029735 2373.463150082432 150 GTEX 1 50 100 1.0 0.002 25 2862 -24 2346.0437151492933 2367.4805393001425 150 GTEX 1 50 100 1.0 0.002 25 2862 -25 2343.143915753613 2363.983868152923 150 GTEX 1 50 100 1.0 0.002 25 2862 -26 2340.8981841012696 2360.37082222478 150 GTEX 1 50 100 1.0 0.002 25 2862 -27 2339.048147821875 2359.8869109063094 150 GTEX 1 50 100 1.0 0.002 25 2862 -28 2336.3617718435585 2355.621303543845 150 GTEX 1 50 100 1.0 0.002 25 2862 -29 2334.462070547692 2353.016321682658 150 GTEX 1 50 100 1.0 0.002 25 2862 -30 2331.7181736506996 2353.1766468816836 150 GTEX 1 50 100 1.0 0.002 25 2862 -31 2330.4911928596953 2350.7230127138782 150 GTEX 1 50 100 1.0 0.002 25 2862 -32 2327.843432129783 2351.43100428128 150 GTEX 1 50 100 1.0 0.002 25 2862 -33 2327.603211035909 2345.037316383971 150 GTEX 1 50 100 1.0 0.002 25 2862 -34 2326.121783104922 2347.7483796674487 150 GTEX 1 50 100 1.0 0.002 25 2862 -35 2323.942285486344 2344.8565014741266 150 GTEX 1 50 100 1.0 0.002 25 2862 -36 2323.039634413662 2343.0806703748813 150 GTEX 1 50 100 1.0 0.002 25 2862 -37 2321.421769292551 2342.7737893224216 150 GTEX 1 50 100 1.0 0.002 25 2862 -38 2320.3770080031295 2341.0732774625712 150 GTEX 1 50 100 1.0 0.002 25 2862 -39 2318.216759636269 2338.1770065945816 150 GTEX 1 50 100 1.0 0.002 25 2862 -40 2317.4289979645578 2338.341765313094 150 GTEX 1 50 100 1.0 0.002 25 2862 -41 2316.640912388098 2343.3427274870783 150 GTEX 1 50 100 1.0 0.002 25 2862 -42 2315.0048149627078 2337.8062177882903 150 GTEX 1 50 100 1.0 0.002 25 2862 -43 2314.3337732179875 2336.1989992090957 150 GTEX 1 50 100 1.0 0.002 25 2862 -44 2312.9491721500094 2334.507238815946 150 GTEX 1 50 100 1.0 0.002 25 2862 -45 2312.2665768312377 2335.2957146358126 150 GTEX 1 50 100 1.0 0.002 25 2862 -46 2311.2984639126785 2333.4320472166114 150 GTEX 1 50 100 1.0 0.002 25 2862 -47 2310.4617850421614 2330.5814543169263 150 GTEX 1 50 100 1.0 0.002 25 2862 -48 2309.57235627191 2330.4769732689224 150 GTEX 1 50 100 1.0 0.002 25 2862 -49 2308.7105405619523 2329.747119047796 150 GTEX 1 50 100 1.0 0.002 25 2862 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 52e19bacf..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3184.27522052343 2695.1858002985387 50 GTEX 1 100 100 0.5 0.002 25 9213 -1 2533.1548783820194 2503.5674009141812 50 GTEX 1 100 100 0.5 0.002 25 9213 -2 2462.2609532929355 2423.6009377599216 50 GTEX 1 100 100 0.5 0.002 25 9213 -3 2424.847632911322 2401.6862180296457 50 GTEX 1 100 100 0.5 0.002 25 9213 -4 2403.7417944560298 2387.5698933764556 50 GTEX 1 100 100 0.5 0.002 25 9213 -5 2387.0078820002623 2366.6339180949976 50 GTEX 1 100 100 0.5 0.002 25 9213 -6 2374.514984669196 2356.8990520288735 50 GTEX 1 100 100 0.5 0.002 25 9213 -7 2364.752004521669 2358.9350349223205 50 GTEX 1 100 100 0.5 0.002 25 9213 -8 2356.4076939292 2340.0251928989424 50 GTEX 1 100 100 0.5 0.002 25 9213 -9 2349.9693991505032 2334.9089977423955 50 GTEX 1 100 100 0.5 0.002 25 9213 -10 2343.7651320510145 2330.5104112516337 50 GTEX 1 100 100 0.5 0.002 25 9213 -11 2338.771107423113 2327.1601344351534 50 GTEX 1 100 100 0.5 0.002 25 9213 -12 2334.7646743808264 2319.558145385278 50 GTEX 1 100 100 0.5 0.002 25 9213 -13 2330.107346314418 2317.0132388270854 50 GTEX 1 100 100 0.5 0.002 25 9213 -14 2326.8924614831867 2321.2644632433758 50 GTEX 1 100 100 0.5 0.002 25 9213 -15 2323.343037100091 2309.6171192705856 50 GTEX 1 100 100 0.5 0.002 25 9213 -16 2320.945055310346 2306.5864141776083 50 GTEX 1 100 100 0.5 0.002 25 9213 -17 2318.2279347111185 2304.2987028056677 50 GTEX 1 100 100 0.5 0.002 25 9213 -18 2315.9087946895716 2303.6258057568916 50 GTEX 1 100 100 0.5 0.002 25 9213 -19 2314.09320776901 2300.612895544944 50 GTEX 1 100 100 0.5 0.002 25 9213 -20 2312.1905738715323 2304.935074838849 50 GTEX 1 100 100 0.5 0.002 25 9213 -21 2309.8769425258874 2299.559670567966 50 GTEX 1 100 100 0.5 0.002 25 9213 -22 2308.160117309222 2298.3044869890687 50 GTEX 1 100 100 0.5 0.002 25 9213 -23 2307.4013885920335 2295.996449285587 50 GTEX 1 100 100 0.5 0.002 25 9213 -24 2305.4455599931425 2295.223566903814 50 GTEX 1 100 100 0.5 0.002 25 9213 -25 2304.0747173724762 2291.1522532415934 50 GTEX 1 100 100 0.5 0.002 25 9213 -26 2302.837486827186 2291.7735168689105 50 GTEX 1 100 100 0.5 0.002 25 9213 -27 2301.8905297627202 2290.0226387052935 50 GTEX 1 100 100 0.5 0.002 25 9213 -28 2301.4643911601647 2289.1222383332342 50 GTEX 1 100 100 0.5 0.002 25 9213 -29 2300.3144893579756 2289.2848731211384 50 GTEX 1 100 100 0.5 0.002 25 9213 -30 2299.2163733231223 2287.8710742558815 50 GTEX 1 100 100 0.5 0.002 25 9213 -31 2298.9671478577725 2287.218577801955 50 GTEX 1 100 100 0.5 0.002 25 9213 -32 2298.4267267372434 2285.3315508592264 50 GTEX 1 100 100 0.5 0.002 25 9213 -33 2297.2538281621355 2285.202236625178 50 GTEX 1 100 100 0.5 0.002 25 9213 -34 2296.2308052395824 2285.1913621561607 50 GTEX 1 100 100 0.5 0.002 25 9213 -35 2295.1349845959567 2285.2893182442667 50 GTEX 1 100 100 0.5 0.002 25 9213 -36 2295.457240447079 2283.0679476777864 50 GTEX 1 100 100 0.5 0.002 25 9213 -37 2294.716327187327 2285.583199040518 50 GTEX 1 100 100 0.5 0.002 25 9213 -38 2294.44230152685 2284.33369567639 50 GTEX 1 100 100 0.5 0.002 25 9213 -39 2292.962297848365 2281.415501815738 50 GTEX 1 100 100 0.5 0.002 25 9213 -40 2293.5350063408996 2282.3867377799725 50 GTEX 1 100 100 0.5 0.002 25 9213 -41 2292.752756491299 2280.8052825347554 50 GTEX 1 100 100 0.5 0.002 25 9213 -42 2292.1089373417612 2279.9285512713877 50 GTEX 1 100 100 0.5 0.002 25 9213 -43 2291.973170861405 2280.251081923568 50 GTEX 1 100 100 0.5 0.002 25 9213 -44 2291.521629281113 2282.302203392348 50 GTEX 1 100 100 0.5 0.002 25 9213 -45 2291.6465067595 2280.091743962393 50 GTEX 1 100 100 0.5 0.002 25 9213 -46 2291.2966565963925 2278.902384130674 50 GTEX 1 100 100 0.5 0.002 25 9213 -47 2291.2401380288106 2279.9657112382665 50 GTEX 1 100 100 0.5 0.002 25 9213 -48 2289.8145434882354 2280.3037248618703 50 GTEX 1 100 100 0.5 0.002 25 9213 -49 2290.328469948241 2278.0637142050855 50 GTEX 1 100 100 0.5 0.002 25 9213 -50 2289.5827361038673 2280.9838560851354 50 GTEX 1 100 100 0.5 0.002 25 9213 -51 2289.7837123723775 2283.732716607504 50 GTEX 1 100 100 0.5 0.002 25 9213 -52 2289.781818612722 2276.4460829818204 50 GTEX 1 100 100 0.5 0.002 25 9213 -53 2289.152450746879 2277.6722412109375 50 GTEX 1 100 100 0.5 0.002 25 9213 -54 2289.3426200985164 2280.5109496606165 50 GTEX 1 100 100 0.5 0.002 25 9213 -55 2289.0914048625737 2282.7495093980215 50 GTEX 1 100 100 0.5 0.002 25 9213 -56 2289.149741010302 2278.4649560732532 50 GTEX 1 100 100 0.5 0.002 25 9213 -57 2287.573450146727 2278.759343252436 50 GTEX 1 100 100 0.5 0.002 25 9213 -58 2288.358644048075 2276.582028465126 50 GTEX 1 100 100 0.5 0.002 25 9213 -59 2288.5518988761123 2279.3420122385933 50 GTEX 1 100 100 0.5 0.002 25 9213 -60 2288.383741095714 2278.1830878312144 50 GTEX 1 100 100 0.5 0.002 25 9213 -61 2287.835076986176 2280.5282400152983 50 GTEX 1 100 100 0.5 0.002 25 9213 -62 2287.8427935783925 2276.987187258644 50 GTEX 1 100 100 0.5 0.002 25 9213 -63 2288.0593972452416 2277.8521101918964 50 GTEX 1 100 100 0.5 0.002 25 9213 -64 2287.6463267808986 2276.279012353701 50 GTEX 1 100 100 0.5 0.002 25 9213 -65 2286.529995204353 2277.9011620351116 50 GTEX 1 100 100 0.5 0.002 25 9213 -66 2287.9846372957954 2286.590104135724 50 GTEX 1 100 100 0.5 0.002 25 9213 -67 2287.4451845627823 2275.3266866125537 50 GTEX 1 100 100 0.5 0.002 25 9213 -68 2287.7806184888955 2275.782225170063 50 GTEX 1 100 100 0.5 0.002 25 9213 -69 2286.843623971138 2275.9485712667833 50 GTEX 1 100 100 0.5 0.002 25 9213 -70 2286.9477403414494 2278.0304929784043 50 GTEX 1 100 100 0.5 0.002 25 9213 -71 2286.9116990010943 2279.0862011347435 50 GTEX 1 100 100 0.5 0.002 25 9213 -72 2285.9937382971357 2279.5171747824083 50 GTEX 1 100 100 0.5 0.002 25 9213 -73 2286.438648701369 2278.255152481137 50 GTEX 1 100 100 0.5 0.002 25 9213 -74 2286.747579095683 2278.9566497222554 50 GTEX 1 100 100 0.5 0.002 25 9213 -75 2286.6380597827074 2274.0660785631535 50 GTEX 1 100 100 0.5 0.002 25 9213 -76 2285.990207658016 2275.171825336413 50 GTEX 1 100 100 0.5 0.002 25 9213 -77 2286.6589271140047 2274.9759980988592 50 GTEX 1 100 100 0.5 0.002 25 9213 -78 2286.4252977138513 2274.8816850901558 50 GTEX 1 100 100 0.5 0.002 25 9213 -79 2286.582288052825 2277.3306346356644 50 GTEX 1 100 100 0.5 0.002 25 9213 -80 2285.7183101497308 2276.7630457424843 50 GTEX 1 100 100 0.5 0.002 25 9213 -81 2286.262634270897 2275.051953217829 50 GTEX 1 100 100 0.5 0.002 25 9213 -82 2286.2958153982254 2274.7392587407912 50 GTEX 1 100 100 0.5 0.002 25 9213 -83 2285.994882382346 2275.8854934054184 50 GTEX 1 100 100 0.5 0.002 25 9213 -84 2285.807668584169 2274.3637402900727 50 GTEX 1 100 100 0.5 0.002 25 9213 -85 2285.539104045426 2274.0621927355633 50 GTEX 1 100 100 0.5 0.002 25 9213 -86 2285.629157430911 2275.9733719626306 50 GTEX 1 100 100 0.5 0.002 25 9213 -87 2285.5462565379244 2273.595830765061 50 GTEX 1 100 100 0.5 0.002 25 9213 -88 2285.0631637468477 2276.4221024313806 50 GTEX 1 100 100 0.5 0.002 25 9213 -89 2285.4265959374916 2275.346581288617 50 GTEX 1 100 100 0.5 0.002 25 9213 -90 2285.5607376848116 2274.073911949709 50 GTEX 1 100 100 0.5 0.002 25 9213 -91 2284.8076232478197 2275.0612240635396 50 GTEX 1 100 100 0.5 0.002 25 9213 -92 2284.9982891330574 2273.1397347685956 50 GTEX 1 100 100 0.5 0.002 25 9213 -93 2284.9814869610805 2273.5692421800736 50 GTEX 1 100 100 0.5 0.002 25 9213 -94 2284.887143488153 2274.6990785780063 50 GTEX 1 100 100 0.5 0.002 25 9213 -95 2284.748559345952 2275.2969228070046 50 GTEX 1 100 100 0.5 0.002 25 9213 -96 2284.625495476268 2275.376261083799 50 GTEX 1 100 100 0.5 0.002 25 9213 -97 2285.0442030179256 2283.077616760486 50 GTEX 1 100 100 0.5 0.002 25 9213 -98 2284.845991338333 2275.229185387209 50 GTEX 1 100 100 0.5 0.002 25 9213 -99 2284.75513732014 2275.3116594321828 50 GTEX 1 100 100 0.5 0.002 25 9213 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index a9299d272..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3194.0601089330867 2889.849145229325 50 GTEX 1 100 100 0.0 0.002 25 8941 -1 2535.1690918948716 2487.9530423820697 50 GTEX 1 100 100 0.0 0.002 25 8941 -2 2464.0401728537286 2442.4111444161417 50 GTEX 1 100 100 0.0 0.002 25 8941 -3 2426.1786220700033 2425.9595961189993 50 GTEX 1 100 100 0.0 0.002 25 8941 -4 2402.7630124090592 2386.910974074679 50 GTEX 1 100 100 0.0 0.002 25 8941 -5 2384.759823391452 2378.9770999806915 50 GTEX 1 100 100 0.0 0.002 25 8941 -6 2374.4062615017133 2367.587961639288 50 GTEX 1 100 100 0.0 0.002 25 8941 -7 2363.6285539777978 2356.745611502644 50 GTEX 1 100 100 0.0 0.002 25 8941 -8 2356.5747824371006 2346.964231077709 50 GTEX 1 100 100 0.0 0.002 25 8941 -9 2348.7374264612436 2350.938879440946 50 GTEX 1 100 100 0.0 0.002 25 8941 -10 2342.5442067830604 2342.3874989788796 50 GTEX 1 100 100 0.0 0.002 25 8941 -11 2337.953320529124 2332.2089180021685 50 GTEX 1 100 100 0.0 0.002 25 8941 -12 2333.699921153951 2326.9066538067373 50 GTEX 1 100 100 0.0 0.002 25 8941 -13 2329.404362661705 2321.2892890030894 50 GTEX 1 100 100 0.0 0.002 25 8941 -14 2326.3672613843237 2319.853258488296 50 GTEX 1 100 100 0.0 0.002 25 8941 -15 2323.078092325851 2318.3166926278814 50 GTEX 1 100 100 0.0 0.002 25 8941 -16 2319.147978179342 2315.793729484761 50 GTEX 1 100 100 0.0 0.002 25 8941 -17 2317.4508763634944 2311.4279706251486 50 GTEX 1 100 100 0.0 0.002 25 8941 -18 2314.9848265325027 2315.9657488340663 50 GTEX 1 100 100 0.0 0.002 25 8941 -19 2313.1089167108853 2307.1899520816005 50 GTEX 1 100 100 0.0 0.002 25 8941 -20 2311.4868679060733 2305.1037653353733 50 GTEX 1 100 100 0.0 0.002 25 8941 -21 2309.6024870211163 2302.6117430712334 50 GTEX 1 100 100 0.0 0.002 25 8941 -22 2307.4452281970844 2302.38057067639 50 GTEX 1 100 100 0.0 0.002 25 8941 -23 2305.530749701265 2302.6305418993584 50 GTEX 1 100 100 0.0 0.002 25 8941 -24 2304.4395345653816 2299.9071592613773 50 GTEX 1 100 100 0.0 0.002 25 8941 -25 2303.104696175283 2300.16860834274 50 GTEX 1 100 100 0.0 0.002 25 8941 -26 2302.53080777718 2302.203416019338 50 GTEX 1 100 100 0.0 0.002 25 8941 -27 2301.031205746772 2295.772408024893 50 GTEX 1 100 100 0.0 0.002 25 8941 -28 2300.063542142896 2295.222868828719 50 GTEX 1 100 100 0.0 0.002 25 8941 -29 2299.836203586719 2296.591592650903 50 GTEX 1 100 100 0.0 0.002 25 8941 -30 2299.0970045722147 2293.0353813606525 50 GTEX 1 100 100 0.0 0.002 25 8941 -31 2297.336402184686 2292.465136625921 50 GTEX 1 100 100 0.0 0.002 25 8941 -32 2296.777694887504 2291.8161867090957 50 GTEX 1 100 100 0.0 0.002 25 8941 -33 2296.162644153086 2291.0064567304835 50 GTEX 1 100 100 0.0 0.002 25 8941 -34 2295.6022785976947 2290.9758161537547 50 GTEX 1 100 100 0.0 0.002 25 8941 -35 2294.542935792176 2289.5245175669857 50 GTEX 1 100 100 0.0 0.002 25 8941 -36 2294.843367684085 2288.8617491051273 50 GTEX 1 100 100 0.0 0.002 25 8941 -37 2293.2187101566215 2288.519061534577 50 GTEX 1 100 100 0.0 0.002 25 8941 -38 2293.350704693978 2288.717390517318 50 GTEX 1 100 100 0.0 0.002 25 8941 -39 2292.401508070592 2290.656581400012 50 GTEX 1 100 100 0.0 0.002 25 8941 -40 2291.8641453742275 2286.8376084244296 50 GTEX 1 100 100 0.0 0.002 25 8941 -41 2292.0217356332773 2290.026421028398 50 GTEX 1 100 100 0.0 0.002 25 8941 -42 2291.6307560401015 2289.419166245841 50 GTEX 1 100 100 0.0 0.002 25 8941 -43 2291.340359264006 2285.7940116853315 50 GTEX 1 100 100 0.0 0.002 25 8941 -44 2291.239573129646 2287.075101090928 50 GTEX 1 100 100 0.0 0.002 25 8941 -45 2289.709858969397 2285.979271254159 50 GTEX 1 100 100 0.0 0.002 25 8941 -46 2290.0821237794776 2288.106239695966 50 GTEX 1 100 100 0.0 0.002 25 8941 -47 2289.963408227882 2285.6861873960315 50 GTEX 1 100 100 0.0 0.002 25 8941 -48 2289.013712002053 2284.7411204290934 50 GTEX 1 100 100 0.0 0.002 25 8941 -49 2289.071320318277 2285.296498113712 50 GTEX 1 100 100 0.0 0.002 25 8941 -50 2289.0641242172646 2284.2398834808696 50 GTEX 1 100 100 0.0 0.002 25 8941 -51 2289.242622837265 2289.067124283359 50 GTEX 1 100 100 0.0 0.002 25 8941 -52 2288.923433482137 2284.727547881268 50 GTEX 1 100 100 0.0 0.002 25 8941 -53 2288.277620152157 2284.256544918162 50 GTEX 1 100 100 0.0 0.002 25 8941 -54 2287.6847580534686 2282.4590261481108 50 GTEX 1 100 100 0.0 0.002 25 8941 -55 2287.537763941108 2283.1860876047112 50 GTEX 1 100 100 0.0 0.002 25 8941 -56 2288.4910153567985 2285.3529623633553 50 GTEX 1 100 100 0.0 0.002 25 8941 -57 2288.1190171234207 2284.1354590586384 50 GTEX 1 100 100 0.0 0.002 25 8941 -58 2287.1574629923352 2281.7814843935657 50 GTEX 1 100 100 0.0 0.002 25 8941 -59 2287.4214298888573 2287.3722044506 50 GTEX 1 100 100 0.0 0.002 25 8941 -60 2286.60388610395 2287.6069229183995 50 GTEX 1 100 100 0.0 0.002 25 8941 -61 2286.9226834208635 2287.1811384193797 50 GTEX 1 100 100 0.0 0.002 25 8941 -62 2287.7463175176354 2282.6400471386346 50 GTEX 1 100 100 0.0 0.002 25 8941 -63 2286.726955028198 2284.356703841641 50 GTEX 1 100 100 0.0 0.002 25 8941 -64 2285.9657638612666 2283.666934633436 50 GTEX 1 100 100 0.0 0.002 25 8941 -65 2286.2704664991716 2283.1347688740198 50 GTEX 1 100 100 0.0 0.002 25 8941 -66 2286.3172726436237 2280.8301203622564 50 GTEX 1 100 100 0.0 0.002 25 8941 -67 2286.114581588305 2284.2390498752375 50 GTEX 1 100 100 0.0 0.002 25 8941 -68 2286.123399095625 2284.659957595651 50 GTEX 1 100 100 0.0 0.002 25 8941 -69 2285.5121036963515 2282.2040152314044 50 GTEX 1 100 100 0.0 0.002 25 8941 -70 2285.6404670448583 2282.8857588967444 50 GTEX 1 100 100 0.0 0.002 25 8941 -71 2285.4904840343843 2288.1613337875774 50 GTEX 1 100 100 0.0 0.002 25 8941 -72 2285.9660284780357 2281.6350728894367 50 GTEX 1 100 100 0.0 0.002 25 8941 -73 2286.177814397009 2280.954048649893 50 GTEX 1 100 100 0.0 0.002 25 8941 -74 2285.381247338617 2281.177624372475 50 GTEX 1 100 100 0.0 0.002 25 8941 -75 2284.6651549306557 2281.3883530069215 50 GTEX 1 100 100 0.0 0.002 25 8941 -76 2285.4966209978165 2281.5179601168907 50 GTEX 1 100 100 0.0 0.002 25 8941 -77 2284.8048237411454 2285.2106098131535 50 GTEX 1 100 100 0.0 0.002 25 8941 -78 2285.7837965979274 2280.9852364543726 50 GTEX 1 100 100 0.0 0.002 25 8941 -79 2285.487844236476 2282.190669650814 50 GTEX 1 100 100 0.0 0.002 25 8941 -80 2285.0478440322304 2282.0285194309945 50 GTEX 1 100 100 0.0 0.002 25 8941 -81 2285.4220594658173 2281.2642622682984 50 GTEX 1 100 100 0.0 0.002 25 8941 -82 2285.135140333279 2280.343130365524 50 GTEX 1 100 100 0.0 0.002 25 8941 -83 2285.1040714723677 2280.342524191273 50 GTEX 1 100 100 0.0 0.002 25 8941 -84 2284.5157315068955 2282.3828691257722 50 GTEX 1 100 100 0.0 0.002 25 8941 -85 2284.7615007332215 2279.027850597077 50 GTEX 1 100 100 0.0 0.002 25 8941 -86 2285.251052252025 2281.4673998002318 50 GTEX 1 100 100 0.0 0.002 25 8941 -87 2284.7193952048483 2278.9145298946946 50 GTEX 1 100 100 0.0 0.002 25 8941 -88 2283.948534346488 2282.975240613118 50 GTEX 1 100 100 0.0 0.002 25 8941 -89 2285.1954512426387 2280.274605290518 50 GTEX 1 100 100 0.0 0.002 25 8941 -90 2285.154467724439 2279.3711011763307 50 GTEX 1 100 100 0.0 0.002 25 8941 -91 2284.6149662251933 2279.2595423709304 50 GTEX 1 100 100 0.0 0.002 25 8941 -92 2284.626266245783 2280.5997583657618 50 GTEX 1 100 100 0.0 0.002 25 8941 -93 2284.9985536208837 2280.0799291342382 50 GTEX 1 100 100 0.0 0.002 25 8941 -94 2284.1601077674422 2280.8663297587927 50 GTEX 1 100 100 0.0 0.002 25 8941 -95 2284.268311965248 2279.9051611142468 50 GTEX 1 100 100 0.0 0.002 25 8941 -96 2284.3283820091337 2278.8079235236455 50 GTEX 1 100 100 0.0 0.002 25 8941 -97 2283.9996140478934 2282.048194102008 50 GTEX 1 100 100 0.0 0.002 25 8941 -98 2283.667472190611 2278.943845799667 50 GTEX 1 100 100 0.0 0.002 25 8941 -99 2283.8650727063005 2280.54633194956 50 GTEX 1 100 100 0.0 0.002 25 8941 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index 5443ff5d4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3186.5028573762806 2735.0316078563155 50 GTEX 1 100 100 1.0 0.002 25 4280 -1 2531.896172951932 2455.47227100909 50 GTEX 1 100 100 1.0 0.002 25 4280 -2 2461.311319243408 2415.9239214182808 50 GTEX 1 100 100 1.0 0.002 25 4280 -3 2427.0207215225832 2399.21467851414 50 GTEX 1 100 100 1.0 0.002 25 4280 -4 2404.167652014481 2375.100091622356 50 GTEX 1 100 100 1.0 0.002 25 4280 -5 2387.2116838219276 2351.717476384268 50 GTEX 1 100 100 1.0 0.002 25 4280 -6 2375.5519265214857 2353.856375226503 50 GTEX 1 100 100 1.0 0.002 25 4280 -7 2367.1490682374465 2335.664543819065 50 GTEX 1 100 100 1.0 0.002 25 4280 -8 2357.3789698704627 2323.8921706050974 50 GTEX 1 100 100 1.0 0.002 25 4280 -9 2351.349303161228 2317.1080503282437 50 GTEX 1 100 100 1.0 0.002 25 4280 -10 2344.781886385149 2317.4857674370246 50 GTEX 1 100 100 1.0 0.002 25 4280 -11 2339.43476132862 2308.7369412614366 50 GTEX 1 100 100 1.0 0.002 25 4280 -12 2335.3317270993152 2302.689623002317 50 GTEX 1 100 100 1.0 0.002 25 4280 -13 2332.353956764699 2303.082763671875 50 GTEX 1 100 100 1.0 0.002 25 4280 -14 2328.144404163806 2298.5722387045507 50 GTEX 1 100 100 1.0 0.002 25 4280 -15 2324.8046371090863 2293.1822458709603 50 GTEX 1 100 100 1.0 0.002 25 4280 -16 2322.386234285462 2292.432412963403 50 GTEX 1 100 100 1.0 0.002 25 4280 -17 2319.459680409168 2290.846657408508 50 GTEX 1 100 100 1.0 0.002 25 4280 -18 2316.7337211043955 2287.337011068946 50 GTEX 1 100 100 1.0 0.002 25 4280 -19 2315.5959749109984 2287.7729311170688 50 GTEX 1 100 100 1.0 0.002 25 4280 -20 2313.1915844491887 2283.8134199367278 50 GTEX 1 100 100 1.0 0.002 25 4280 -21 2311.680344361293 2284.2044060420626 50 GTEX 1 100 100 1.0 0.002 25 4280 -22 2310.165627016668 2280.697267481583 50 GTEX 1 100 100 1.0 0.002 25 4280 -23 2308.4219592513386 2281.9734081659935 50 GTEX 1 100 100 1.0 0.002 25 4280 -24 2307.163667908714 2281.7693321315055 50 GTEX 1 100 100 1.0 0.002 25 4280 -25 2305.643057096567 2276.5438232421875 50 GTEX 1 100 100 1.0 0.002 25 4280 -26 2304.8410605848358 2274.5064363080737 50 GTEX 1 100 100 1.0 0.002 25 4280 -27 2303.915019411591 2274.7478491489424 50 GTEX 1 100 100 1.0 0.002 25 4280 -28 2303.122061724898 2274.9115951015924 50 GTEX 1 100 100 1.0 0.002 25 4280 -29 2302.3206405825003 2272.657056685183 50 GTEX 1 100 100 1.0 0.002 25 4280 -30 2301.3921450313424 2270.8624764213996 50 GTEX 1 100 100 1.0 0.002 25 4280 -31 2299.9811073529677 2270.834397000505 50 GTEX 1 100 100 1.0 0.002 25 4280 -32 2299.7834583031436 2270.7319168845056 50 GTEX 1 100 100 1.0 0.002 25 4280 -33 2299.087049040004 2271.6058980847492 50 GTEX 1 100 100 1.0 0.002 25 4280 -34 2298.064836704556 2268.1187855535586 50 GTEX 1 100 100 1.0 0.002 25 4280 -35 2297.660318589203 2275.627044561698 50 GTEX 1 100 100 1.0 0.002 25 4280 -36 2297.560651525117 2267.53298636897 50 GTEX 1 100 100 1.0 0.002 25 4280 -37 2295.7918502986527 2267.221922435688 50 GTEX 1 100 100 1.0 0.002 25 4280 -38 2296.0901995036625 2266.9352748856345 50 GTEX 1 100 100 1.0 0.002 25 4280 -39 2295.495574006665 2266.9911547758734 50 GTEX 1 100 100 1.0 0.002 25 4280 -40 2294.8942303228896 2267.2572494912965 50 GTEX 1 100 100 1.0 0.002 25 4280 -41 2294.914639390861 2264.9394466269605 50 GTEX 1 100 100 1.0 0.002 25 4280 -42 2293.6148132988274 2264.1089600537666 50 GTEX 1 100 100 1.0 0.002 25 4280 -43 2293.599415367403 2264.173829517437 50 GTEX 1 100 100 1.0 0.002 25 4280 -44 2292.941556700661 2265.777265773527 50 GTEX 1 100 100 1.0 0.002 25 4280 -45 2293.0247847219703 2265.306335681292 50 GTEX 1 100 100 1.0 0.002 25 4280 -46 2292.296899163913 2263.4373110927104 50 GTEX 1 100 100 1.0 0.002 25 4280 -47 2292.132474978874 2264.1879065916114 50 GTEX 1 100 100 1.0 0.002 25 4280 -48 2292.284714852415 2264.4306673115198 50 GTEX 1 100 100 1.0 0.002 25 4280 -49 2291.3214066327027 2263.7382292656844 50 GTEX 1 100 100 1.0 0.002 25 4280 -50 2291.327366815319 2264.972270544944 50 GTEX 1 100 100 1.0 0.002 25 4280 -51 2291.085464872427 2264.7156727141755 50 GTEX 1 100 100 1.0 0.002 25 4280 -52 2291.036917972051 2262.898975444837 50 GTEX 1 100 100 1.0 0.002 25 4280 -53 2290.6734772711707 2263.5548128193323 50 GTEX 1 100 100 1.0 0.002 25 4280 -54 2290.880543464716 2270.292554732058 50 GTEX 1 100 100 1.0 0.002 25 4280 -55 2290.507932159079 2262.91529341433 50 GTEX 1 100 100 1.0 0.002 25 4280 -56 2290.4433964847876 2261.5123453466613 50 GTEX 1 100 100 1.0 0.002 25 4280 -57 2290.0815211000217 2263.0170703496315 50 GTEX 1 100 100 1.0 0.002 25 4280 -58 2289.984877155514 2260.953997129723 50 GTEX 1 100 100 1.0 0.002 25 4280 -59 2289.5446724477133 2262.224326710284 50 GTEX 1 100 100 1.0 0.002 25 4280 -60 2289.5295982405164 2261.2147058987343 50 GTEX 1 100 100 1.0 0.002 25 4280 -61 2289.9035533898177 2267.7645078013607 50 GTEX 1 100 100 1.0 0.002 25 4280 -62 2290.2989001783335 2261.2568071604683 50 GTEX 1 100 100 1.0 0.002 25 4280 -63 2288.95142968358 2261.2540654519667 50 GTEX 1 100 100 1.0 0.002 25 4280 -64 2289.0968774086546 2265.1184341952826 50 GTEX 1 100 100 1.0 0.002 25 4280 -65 2288.587958113752 2259.6439691695878 50 GTEX 1 100 100 1.0 0.002 25 4280 -66 2288.4427295143655 2261.270983097671 50 GTEX 1 100 100 1.0 0.002 25 4280 -67 2289.0860014557147 2261.845762999792 50 GTEX 1 100 100 1.0 0.002 25 4280 -68 2288.535084248244 2259.07024380644 50 GTEX 1 100 100 1.0 0.002 25 4280 -69 2288.7602762133843 2259.3418261161773 50 GTEX 1 100 100 1.0 0.002 25 4280 -70 2287.77669031859 2260.4120717792002 50 GTEX 1 100 100 1.0 0.002 25 4280 -71 2289.0149481525464 2261.275381806232 50 GTEX 1 100 100 1.0 0.002 25 4280 -72 2288.7977440240606 2260.1499158039746 50 GTEX 1 100 100 1.0 0.002 25 4280 -73 2287.920081738498 2260.316611866534 50 GTEX 1 100 100 1.0 0.002 25 4280 -74 2288.513989435754 2259.670837634417 50 GTEX 1 100 100 1.0 0.002 25 4280 -75 2287.896656513869 2258.9594318114305 50 GTEX 1 100 100 1.0 0.002 25 4280 -76 2288.1099416785773 2259.2819930972255 50 GTEX 1 100 100 1.0 0.002 25 4280 -77 2287.4083760633152 2260.674271848265 50 GTEX 1 100 100 1.0 0.002 25 4280 -78 2288.029759728696 2260.59848475003 50 GTEX 1 100 100 1.0 0.002 25 4280 -79 2287.5139121731245 2260.1577682205025 50 GTEX 1 100 100 1.0 0.002 25 4280 -80 2287.432022425143 2259.9899368576225 50 GTEX 1 100 100 1.0 0.002 25 4280 -81 2287.7263718191316 2259.8242020407556 50 GTEX 1 100 100 1.0 0.002 25 4280 -82 2287.160401164283 2260.3273090319035 50 GTEX 1 100 100 1.0 0.002 25 4280 -83 2287.076366166272 2257.980546726473 50 GTEX 1 100 100 1.0 0.002 25 4280 -84 2287.625226088609 2257.839776913023 50 GTEX 1 100 100 1.0 0.002 25 4280 -85 2287.4667741810367 2261.8289794921875 50 GTEX 1 100 100 1.0 0.002 25 4280 -86 2286.9006156046994 2258.1940091789447 50 GTEX 1 100 100 1.0 0.002 25 4280 -87 2286.607627590619 2257.655096133852 50 GTEX 1 100 100 1.0 0.002 25 4280 -88 2286.810523536322 2263.5834311133553 50 GTEX 1 100 100 1.0 0.002 25 4280 -89 2286.8756641852538 2258.5941431313868 50 GTEX 1 100 100 1.0 0.002 25 4280 -90 2286.7317551366755 2258.3661427080856 50 GTEX 1 100 100 1.0 0.002 25 4280 -91 2287.353349469085 2258.2488465979977 50 GTEX 1 100 100 1.0 0.002 25 4280 -92 2287.1095441216034 2257.6957617930134 50 GTEX 1 100 100 1.0 0.002 25 4280 -93 2287.1938212487294 2260.5570922387415 50 GTEX 1 100 100 1.0 0.002 25 4280 -94 2286.3207172777807 2257.653249298212 50 GTEX 1 100 100 1.0 0.002 25 4280 -95 2286.9751886126232 2258.771485767437 50 GTEX 1 100 100 1.0 0.002 25 4280 -96 2286.4890829142514 2259.5547339145674 50 GTEX 1 100 100 1.0 0.002 25 4280 -97 2286.9722396610427 2258.412964331333 50 GTEX 1 100 100 1.0 0.002 25 4280 -98 2287.116646661594 2259.1937608610087 50 GTEX 1 100 100 1.0 0.002 25 4280 -99 2287.0132831893025 2263.710072332462 50 GTEX 1 100 100 1.0 0.002 25 4280 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 8ae9bfe2f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3189.2396996742796 2667.3459765068023 50 GTEX 1 50 100 0.5 0.002 25 5034 -1 2538.1373718719465 2495.663513415667 50 GTEX 1 50 100 0.5 0.002 25 5034 -2 2463.063278789768 2427.534262769576 50 GTEX 1 50 100 0.5 0.002 25 5034 -3 2425.7999537455767 2419.2035780061788 50 GTEX 1 50 100 0.5 0.002 25 5034 -4 2401.3484679718035 2399.0966147071053 50 GTEX 1 50 100 0.5 0.002 25 5034 -5 2386.668897294137 2375.954435747386 50 GTEX 1 50 100 0.5 0.002 25 5034 -6 2371.812057390351 2369.9924938361455 50 GTEX 1 50 100 0.5 0.002 25 5034 -7 2363.2952198622106 2354.4980129923656 50 GTEX 1 50 100 0.5 0.002 25 5034 -8 2355.7080968347286 2352.0755967985087 50 GTEX 1 50 100 0.5 0.002 25 5034 -9 2347.883161987034 2345.2905988221837 50 GTEX 1 50 100 0.5 0.002 25 5034 -10 2342.2239192979973 2345.659065507664 50 GTEX 1 50 100 0.5 0.002 25 5034 -11 2336.6378192524858 2332.9528841083948 50 GTEX 1 50 100 0.5 0.002 25 5034 -12 2332.611284284389 2329.2886763307984 50 GTEX 1 50 100 0.5 0.002 25 5034 -13 2328.0199564007703 2326.3188685428054 50 GTEX 1 50 100 0.5 0.002 25 5034 -14 2325.48722541336 2321.8803228225997 50 GTEX 1 50 100 0.5 0.002 25 5034 -15 2322.26388179416 2321.483458312292 50 GTEX 1 50 100 0.5 0.002 25 5034 -16 2318.9036420252173 2316.905061787072 50 GTEX 1 50 100 0.5 0.002 25 5034 -17 2316.8532153426045 2317.1677533864067 50 GTEX 1 50 100 0.5 0.002 25 5034 -18 2314.425409249523 2313.6391870766993 50 GTEX 1 50 100 0.5 0.002 25 5034 -19 2311.677330551397 2310.6434284398765 50 GTEX 1 50 100 0.5 0.002 25 5034 -20 2310.7131350750883 2307.7573724899003 50 GTEX 1 50 100 0.5 0.002 25 5034 -21 2308.598750950052 2307.135672101503 50 GTEX 1 50 100 0.5 0.002 25 5034 -22 2306.786652375315 2305.13691833264 50 GTEX 1 50 100 0.5 0.002 25 5034 -23 2305.3930423197025 2303.2006186133553 50 GTEX 1 50 100 0.5 0.002 25 5034 -24 2304.591221454089 2304.747533065738 50 GTEX 1 50 100 0.5 0.002 25 5034 -25 2303.058513908511 2300.7898278762177 50 GTEX 1 50 100 0.5 0.002 25 5034 -26 2301.980568538967 2301.672810253535 50 GTEX 1 50 100 0.5 0.002 25 5034 -27 2300.668945441443 2299.4639163869415 50 GTEX 1 50 100 0.5 0.002 25 5034 -28 2299.887975582946 2299.130514050618 50 GTEX 1 50 100 0.5 0.002 25 5034 -29 2298.935101454394 2300.1522713432746 50 GTEX 1 50 100 0.5 0.002 25 5034 -30 2298.2349620773557 2297.7258676739248 50 GTEX 1 50 100 0.5 0.002 25 5034 -31 2297.287441171058 2294.608182609761 50 GTEX 1 50 100 0.5 0.002 25 5034 -32 2296.9409793713935 2295.7394815307152 50 GTEX 1 50 100 0.5 0.002 25 5034 -33 2295.4855120449242 2292.168442642734 50 GTEX 1 50 100 0.5 0.002 25 5034 -34 2295.422185933085 2293.5282455850465 50 GTEX 1 50 100 0.5 0.002 25 5034 -35 2295.1012080099786 2292.1524913483245 50 GTEX 1 50 100 0.5 0.002 25 5034 -36 2294.546102683169 2293.1589620031787 50 GTEX 1 50 100 0.5 0.002 25 5034 -37 2293.224763951836 2291.3887085425085 50 GTEX 1 50 100 0.5 0.002 25 5034 -38 2293.3063916103306 2291.7483490338345 50 GTEX 1 50 100 0.5 0.002 25 5034 -39 2292.6384935984456 2291.589058415518 50 GTEX 1 50 100 0.5 0.002 25 5034 -40 2292.2361248335087 2289.6003705739067 50 GTEX 1 50 100 0.5 0.002 25 5034 -41 2291.0704618417512 2289.642084738148 50 GTEX 1 50 100 0.5 0.002 25 5034 -42 2290.43633389133 2287.9439121724986 50 GTEX 1 50 100 0.5 0.002 25 5034 -43 2290.7163349754824 2289.8478057049074 50 GTEX 1 50 100 0.5 0.002 25 5034 -44 2291.1210246881437 2287.3824592851415 50 GTEX 1 50 100 0.5 0.002 25 5034 -45 2290.633578704934 2288.623667901913 50 GTEX 1 50 100 0.5 0.002 25 5034 -46 2290.1649766283126 2288.596529768447 50 GTEX 1 50 100 0.5 0.002 25 5034 -47 2289.9491616024743 2290.04047582358 50 GTEX 1 50 100 0.5 0.002 25 5034 -48 2289.318776686038 2286.089815437114 50 GTEX 1 50 100 0.5 0.002 25 5034 -49 2288.8033436821243 2287.248724527685 50 GTEX 1 50 100 0.5 0.002 25 5034 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index 812b0a644..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3196.101874464629 2594.358723803618 50 GTEX 1 50 100 0.0 0.002 25 2419 -1 2533.9332627276 2427.5520544015862 50 GTEX 1 50 100 0.0 0.002 25 2419 -2 2464.711163769129 2379.8965980906905 50 GTEX 1 50 100 0.0 0.002 25 2419 -3 2430.0741731041876 2346.0177243308876 50 GTEX 1 50 100 0.0 0.002 25 2419 -4 2408.560264618832 2362.9728251990255 50 GTEX 1 50 100 0.0 0.002 25 2419 -5 2391.5023938520817 2315.0610472240373 50 GTEX 1 50 100 0.0 0.002 25 2419 -6 2380.430099189124 2309.71610576209 50 GTEX 1 50 100 0.0 0.002 25 2419 -7 2368.7575387024913 2293.67136954536 50 GTEX 1 50 100 0.0 0.002 25 2419 -8 2361.590234834037 2291.0929502770023 50 GTEX 1 50 100 0.0 0.002 25 2419 -9 2355.074163742928 2280.937535739217 50 GTEX 1 50 100 0.0 0.002 25 2419 -10 2348.301697699286 2279.029870559054 50 GTEX 1 50 100 0.0 0.002 25 2419 -11 2343.125228383794 2270.7603202790815 50 GTEX 1 50 100 0.0 0.002 25 2419 -12 2338.7396024254895 2265.848424411092 50 GTEX 1 50 100 0.0 0.002 25 2419 -13 2334.7150216397254 2261.756392214235 50 GTEX 1 50 100 0.0 0.002 25 2419 -14 2331.2004929902473 2261.0843891100285 50 GTEX 1 50 100 0.0 0.002 25 2419 -15 2328.132240380029 2257.974719377525 50 GTEX 1 50 100 0.0 0.002 25 2419 -16 2325.811707645431 2261.3708997371077 50 GTEX 1 50 100 0.0 0.002 25 2419 -17 2322.7323902195003 2252.122598510278 50 GTEX 1 50 100 0.0 0.002 25 2419 -18 2321.1084688403635 2249.272459545063 50 GTEX 1 50 100 0.0 0.002 25 2419 -19 2319.535237148821 2250.0625965423005 50 GTEX 1 50 100 0.0 0.002 25 2419 -20 2316.754990015688 2245.7878710380523 50 GTEX 1 50 100 0.0 0.002 25 2419 -21 2314.9949965484543 2246.9755441643892 50 GTEX 1 50 100 0.0 0.002 25 2419 -22 2314.033769597269 2244.7449626269904 50 GTEX 1 50 100 0.0 0.002 25 2419 -23 2312.4417829440013 2242.937975285171 50 GTEX 1 50 100 0.0 0.002 25 2419 -24 2311.4680221942835 2239.9940315507665 50 GTEX 1 50 100 0.0 0.002 25 2419 -25 2309.496381318618 2242.031394813451 50 GTEX 1 50 100 0.0 0.002 25 2419 -26 2307.639925045966 2239.4108645363 50 GTEX 1 50 100 0.0 0.002 25 2419 -27 2307.5348428927873 2242.742918529438 50 GTEX 1 50 100 0.0 0.002 25 2419 -28 2307.2310435777736 2240.3202178142824 50 GTEX 1 50 100 0.0 0.002 25 2419 -29 2306.0086483341393 2234.79108756758 50 GTEX 1 50 100 0.0 0.002 25 2419 -30 2305.05403994839 2234.6442833962096 50 GTEX 1 50 100 0.0 0.002 25 2419 -31 2303.9405948634485 2237.3019601800142 50 GTEX 1 50 100 0.0 0.002 25 2419 -32 2303.146685448672 2234.3438265840364 50 GTEX 1 50 100 0.0 0.002 25 2419 -33 2302.8238234882106 2234.1110143625237 50 GTEX 1 50 100 0.0 0.002 25 2419 -34 2301.929459451458 2231.473493104652 50 GTEX 1 50 100 0.0 0.002 25 2419 -35 2301.572815489414 2232.1826362174725 50 GTEX 1 50 100 0.0 0.002 25 2419 -36 2300.2509374669908 2230.7533961539034 50 GTEX 1 50 100 0.0 0.002 25 2419 -37 2299.794564393502 2231.5693563599098 50 GTEX 1 50 100 0.0 0.002 25 2419 -38 2300.442942012385 2229.667058096186 50 GTEX 1 50 100 0.0 0.002 25 2419 -39 2299.362918971823 2229.400727130614 50 GTEX 1 50 100 0.0 0.002 25 2419 -40 2299.1166674472015 2230.6867397293845 50 GTEX 1 50 100 0.0 0.002 25 2419 -41 2298.000696807826 2230.6568589591257 50 GTEX 1 50 100 0.0 0.002 25 2419 -42 2298.0404913170833 2231.573156784696 50 GTEX 1 50 100 0.0 0.002 25 2419 -43 2296.8578482378343 2228.0098097188393 50 GTEX 1 50 100 0.0 0.002 25 2419 -44 2297.8541766382564 2229.779440760159 50 GTEX 1 50 100 0.0 0.002 25 2419 -45 2297.4917425435888 2230.595931020526 50 GTEX 1 50 100 0.0 0.002 25 2419 -46 2296.5001006786733 2227.542307342413 50 GTEX 1 50 100 0.0 0.002 25 2419 -47 2296.1379921134353 2225.4348362679716 50 GTEX 1 50 100 0.0 0.002 25 2419 -48 2295.9036601545995 2229.2786034413616 50 GTEX 1 50 100 0.0 0.002 25 2419 -49 2295.360002771758 2227.978077935629 50 GTEX 1 50 100 0.0 0.002 25 2419 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index dd5033636..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_25z_0.002lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3188.6630221623054 2735.205810546875 50 GTEX 1 50 100 1.0 0.002 25 4728 -1 2524.9446452459038 2503.7526973825898 50 GTEX 1 50 100 1.0 0.002 25 4728 -2 2457.27272681791 2447.242436746227 50 GTEX 1 50 100 1.0 0.002 25 4728 -3 2421.02225266881 2415.0837212044025 50 GTEX 1 50 100 1.0 0.002 25 4728 -4 2401.3890124907575 2397.2486238080737 50 GTEX 1 50 100 1.0 0.002 25 4728 -5 2385.515591216941 2388.827863685985 50 GTEX 1 50 100 1.0 0.002 25 4728 -6 2371.8542699671802 2375.413355606137 50 GTEX 1 50 100 1.0 0.002 25 4728 -7 2363.4505722385984 2365.07103471067 50 GTEX 1 50 100 1.0 0.002 25 4728 -8 2354.1446216132354 2357.7737255023912 50 GTEX 1 50 100 1.0 0.002 25 4728 -9 2346.406567225502 2347.883836173286 50 GTEX 1 50 100 1.0 0.002 25 4728 -10 2341.3651108218432 2346.9099645578362 50 GTEX 1 50 100 1.0 0.002 25 4728 -11 2336.3487361989755 2338.718060279527 50 GTEX 1 50 100 1.0 0.002 25 4728 -12 2331.40125727651 2336.6048871754692 50 GTEX 1 50 100 1.0 0.002 25 4728 -13 2327.008193423331 2333.6131301705827 50 GTEX 1 50 100 1.0 0.002 25 4728 -14 2323.879708791064 2329.0707641137415 50 GTEX 1 50 100 1.0 0.002 25 4728 -15 2320.470053020319 2329.512221651839 50 GTEX 1 50 100 1.0 0.002 25 4728 -16 2317.9660664130583 2329.6865057999644 50 GTEX 1 50 100 1.0 0.002 25 4728 -17 2315.855777697363 2325.3160212411626 50 GTEX 1 50 100 1.0 0.002 25 4728 -18 2313.317120104087 2321.460911971988 50 GTEX 1 50 100 1.0 0.002 25 4728 -19 2310.3304439877916 2317.1956288152774 50 GTEX 1 50 100 1.0 0.002 25 4728 -20 2309.8997178521445 2328.3558108253624 50 GTEX 1 50 100 1.0 0.002 25 4728 -21 2307.6919875764993 2312.7714103437647 50 GTEX 1 50 100 1.0 0.002 25 4728 -22 2306.2636974314973 2314.3709013616176 50 GTEX 1 50 100 1.0 0.002 25 4728 -23 2304.6817279967586 2314.1191350552517 50 GTEX 1 50 100 1.0 0.002 25 4728 -24 2303.3903983956193 2311.3286292942757 50 GTEX 1 50 100 1.0 0.002 25 4728 -25 2301.965434515125 2308.7865161968275 50 GTEX 1 50 100 1.0 0.002 25 4728 -26 2300.8326102039487 2307.3800280900964 50 GTEX 1 50 100 1.0 0.002 25 4728 -27 2300.7126670894622 2306.870483862583 50 GTEX 1 50 100 1.0 0.002 25 4728 -28 2298.830383900366 2306.6147908838075 50 GTEX 1 50 100 1.0 0.002 25 4728 -29 2298.202107897829 2304.7076128245308 50 GTEX 1 50 100 1.0 0.002 25 4728 -30 2297.0605601303378 2303.5925743190055 50 GTEX 1 50 100 1.0 0.002 25 4728 -31 2296.4283957750854 2304.2211807308995 50 GTEX 1 50 100 1.0 0.002 25 4728 -32 2296.502854307438 2302.782898181292 50 GTEX 1 50 100 1.0 0.002 25 4728 -33 2295.0338484330023 2301.08869870262 50 GTEX 1 50 100 1.0 0.002 25 4728 -34 2294.868667301135 2301.4546381149003 50 GTEX 1 50 100 1.0 0.002 25 4728 -35 2293.8555977187616 2301.701451754842 50 GTEX 1 50 100 1.0 0.002 25 4728 -36 2293.035034630988 2310.405937165815 50 GTEX 1 50 100 1.0 0.002 25 4728 -37 2292.742784634908 2299.062061382337 50 GTEX 1 50 100 1.0 0.002 25 4728 -38 2291.9899911369757 2298.6259487137595 50 GTEX 1 50 100 1.0 0.002 25 4728 -39 2291.428648606467 2297.600358970265 50 GTEX 1 50 100 1.0 0.002 25 4728 -40 2290.6358185475287 2298.991702003624 50 GTEX 1 50 100 1.0 0.002 25 4728 -41 2290.9397136413827 2297.1693973903875 50 GTEX 1 50 100 1.0 0.002 25 4728 -42 2290.169854179939 2298.0874654675617 50 GTEX 1 50 100 1.0 0.002 25 4728 -43 2290.5042090338893 2296.4244711988326 50 GTEX 1 50 100 1.0 0.002 25 4728 -44 2289.6316262504374 2296.453536000995 50 GTEX 1 50 100 1.0 0.002 25 4728 -45 2289.798037111438 2298.534013987494 50 GTEX 1 50 100 1.0 0.002 25 4728 -46 2288.7518813166585 2295.9686367484555 50 GTEX 1 50 100 1.0 0.002 25 4728 -47 2289.220770536386 2295.4941141686963 50 GTEX 1 50 100 1.0 0.002 25 4728 -48 2288.4223512895537 2297.372541652433 50 GTEX 1 50 100 1.0 0.002 25 4728 -49 2287.884966698672 2296.439310400205 50 GTEX 1 50 100 1.0 0.002 25 4728 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 8497bfd0d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4299.118928462232 4262.736468296994 100 GTEX 1 100 100 0.5 0.0005 50 4489 -1 3061.181383125883 3141.376818522754 100 GTEX 1 100 100 0.5 0.0005 50 4489 -2 2731.638310241538 2718.4214693366803 100 GTEX 1 100 100 0.5 0.0005 50 4489 -3 2615.193716675978 2676.6037133510576 100 GTEX 1 100 100 0.5 0.0005 50 4489 -4 2557.4571107820257 2556.5355154987524 100 GTEX 1 100 100 0.5 0.0005 50 4489 -5 2524.3405967769622 2533.0284781220294 100 GTEX 1 100 100 0.5 0.0005 50 4489 -6 2496.8517355672584 2502.664638968928 100 GTEX 1 100 100 0.5 0.0005 50 4489 -7 2475.97293332266 2478.771871472493 100 GTEX 1 100 100 0.5 0.0005 50 4489 -8 2461.4457877064324 2481.203464754634 100 GTEX 1 100 100 0.5 0.0005 50 4489 -9 2446.31036393071 2490.1241051271386 100 GTEX 1 100 100 0.5 0.0005 50 4489 -10 2434.23649822657 2450.261440262595 100 GTEX 1 100 100 0.5 0.0005 50 4489 -11 2424.3290021216794 2455.1370575763426 100 GTEX 1 100 100 0.5 0.0005 50 4489 -12 2417.7649217966027 2439.242307249584 100 GTEX 1 100 100 0.5 0.0005 50 4489 -13 2410.244832894033 2427.9104356656962 100 GTEX 1 100 100 0.5 0.0005 50 4489 -14 2403.688193352154 2442.5611855394486 100 GTEX 1 100 100 0.5 0.0005 50 4489 -15 2396.8798730902 2412.914065284874 100 GTEX 1 100 100 0.5 0.0005 50 4489 -16 2393.698477998409 2406.755312611395 100 GTEX 1 100 100 0.5 0.0005 50 4489 -17 2387.310545662936 2408.903951550618 100 GTEX 1 100 100 0.5 0.0005 50 4489 -18 2382.893537950702 2406.0699086932627 100 GTEX 1 100 100 0.5 0.0005 50 4489 -19 2378.265863673443 2439.095938911003 100 GTEX 1 100 100 0.5 0.0005 50 4489 -20 2375.028359253278 2402.7802056722317 100 GTEX 1 100 100 0.5 0.0005 50 4489 -21 2370.965173508759 2393.5623375490136 100 GTEX 1 100 100 0.5 0.0005 50 4489 -22 2366.8210616070955 2405.593410245366 100 GTEX 1 100 100 0.5 0.0005 50 4489 -23 2365.027329746793 2383.4450804271623 100 GTEX 1 100 100 0.5 0.0005 50 4489 -24 2359.8187030338117 2385.4268617811313 100 GTEX 1 100 100 0.5 0.0005 50 4489 -25 2358.0857757023578 2378.9353658581867 100 GTEX 1 100 100 0.5 0.0005 50 4489 -26 2357.1498964639504 2372.737083754159 100 GTEX 1 100 100 0.5 0.0005 50 4489 -27 2351.191644227151 2374.4108376158506 100 GTEX 1 100 100 0.5 0.0005 50 4489 -28 2348.1509942070566 2367.513746138308 100 GTEX 1 100 100 0.5 0.0005 50 4489 -29 2347.649205690656 2367.570558497208 100 GTEX 1 100 100 0.5 0.0005 50 4489 -30 2344.3618672613584 2370.1469995766993 100 GTEX 1 100 100 0.5 0.0005 50 4489 -31 2343.46654401783 2380.377597359197 100 GTEX 1 100 100 0.5 0.0005 50 4489 -32 2340.7475871159354 2362.443713982296 100 GTEX 1 100 100 0.5 0.0005 50 4489 -33 2339.2440643423374 2356.3849466418133 100 GTEX 1 100 100 0.5 0.0005 50 4489 -34 2335.456018557679 2359.9464199515805 100 GTEX 1 100 100 0.5 0.0005 50 4489 -35 2334.3271073046917 2354.591898058757 100 GTEX 1 100 100 0.5 0.0005 50 4489 -36 2332.2995159583947 2352.4002281740136 100 GTEX 1 100 100 0.5 0.0005 50 4489 -37 2330.9801738058436 2353.051383711086 100 GTEX 1 100 100 0.5 0.0005 50 4489 -38 2328.853792852392 2350.9735279155775 100 GTEX 1 100 100 0.5 0.0005 50 4489 -39 2328.280796301255 2350.038708820996 100 GTEX 1 100 100 0.5 0.0005 50 4489 -40 2325.8086220400883 2347.160108907141 100 GTEX 1 100 100 0.5 0.0005 50 4489 -41 2324.1707121664813 2343.1480318366803 100 GTEX 1 100 100 0.5 0.0005 50 4489 -42 2323.2155613176446 2350.7225290740853 100 GTEX 1 100 100 0.5 0.0005 50 4489 -43 2320.814786055756 2345.8015489469462 100 GTEX 1 100 100 0.5 0.0005 50 4489 -44 2319.6060276662106 2352.795599527685 100 GTEX 1 100 100 0.5 0.0005 50 4489 -45 2318.1934577584884 2339.1569090868584 100 GTEX 1 100 100 0.5 0.0005 50 4489 -46 2316.3372243250815 2338.3543074575214 100 GTEX 1 100 100 0.5 0.0005 50 4489 -47 2315.5314127518204 2334.856323706333 100 GTEX 1 100 100 0.5 0.0005 50 4489 -48 2313.5089571783483 2336.0571428306203 100 GTEX 1 100 100 0.5 0.0005 50 4489 -49 2312.4909161996525 2336.031884022992 100 GTEX 1 100 100 0.5 0.0005 50 4489 -50 2311.995825883868 2333.8256975181203 100 GTEX 1 100 100 0.5 0.0005 50 4489 -51 2310.559385124602 2333.1206463135695 100 GTEX 1 100 100 0.5 0.0005 50 4489 -52 2309.3954928293265 2332.163104503327 100 GTEX 1 100 100 0.5 0.0005 50 4489 -53 2308.2628427201066 2329.1535950867396 100 GTEX 1 100 100 0.5 0.0005 50 4489 -54 2306.8464042137325 2328.719970703125 100 GTEX 1 100 100 0.5 0.0005 50 4489 -55 2305.7899886715863 2329.7787890996315 100 GTEX 1 100 100 0.5 0.0005 50 4489 -56 2304.630887432991 2330.1006360652327 100 GTEX 1 100 100 0.5 0.0005 50 4489 -57 2303.898783634517 2324.762026942728 100 GTEX 1 100 100 0.5 0.0005 50 4489 -58 2302.69682469161 2322.8147622460197 100 GTEX 1 100 100 0.5 0.0005 50 4489 -59 2302.0704507526557 2323.710863236692 100 GTEX 1 100 100 0.5 0.0005 50 4489 -60 2300.513135059615 2324.658837147992 100 GTEX 1 100 100 0.5 0.0005 50 4489 -61 2299.784151629509 2321.693072532973 100 GTEX 1 100 100 0.5 0.0005 50 4489 -62 2299.494648582948 2319.3569298805846 100 GTEX 1 100 100 0.5 0.0005 50 4489 -63 2298.36911640951 2319.356345985326 100 GTEX 1 100 100 0.5 0.0005 50 4489 -64 2297.346810435675 2321.157396439817 100 GTEX 1 100 100 0.5 0.0005 50 4489 -65 2296.0943432924073 2317.103993695045 100 GTEX 1 100 100 0.5 0.0005 50 4489 -66 2295.443590079767 2317.5862178439875 100 GTEX 1 100 100 0.5 0.0005 50 4489 -67 2294.959455352103 2315.4878997222554 100 GTEX 1 100 100 0.5 0.0005 50 4489 -68 2293.790535183483 2316.9854833798718 100 GTEX 1 100 100 0.5 0.0005 50 4489 -69 2293.330652050173 2317.0356695951164 100 GTEX 1 100 100 0.5 0.0005 50 4489 -70 2292.5636109468664 2313.462048664746 100 GTEX 1 100 100 0.5 0.0005 50 4489 -71 2292.9471538314424 2312.979792025606 100 GTEX 1 100 100 0.5 0.0005 50 4489 -72 2291.10894195792 2314.1594071188806 100 GTEX 1 100 100 0.5 0.0005 50 4489 -73 2290.8430298277076 2311.4108598948433 100 GTEX 1 100 100 0.5 0.0005 50 4489 -74 2290.182271078772 2311.335990412607 100 GTEX 1 100 100 0.5 0.0005 50 4489 -75 2289.59996737227 2310.4800064609076 100 GTEX 1 100 100 0.5 0.0005 50 4489 -76 2288.525921947414 2310.434169290637 100 GTEX 1 100 100 0.5 0.0005 50 4489 -77 2288.564998527987 2312.0333971378923 100 GTEX 1 100 100 0.5 0.0005 50 4489 -78 2287.536520776117 2308.868556729741 100 GTEX 1 100 100 0.5 0.0005 50 4489 -79 2286.952298630275 2311.8732074694035 100 GTEX 1 100 100 0.5 0.0005 50 4489 -80 2286.138317694442 2306.7231268937144 100 GTEX 1 100 100 0.5 0.0005 50 4489 -81 2285.935020503996 2306.0975374287073 100 GTEX 1 100 100 0.5 0.0005 50 4489 -82 2284.9539874737575 2308.3777987984195 100 GTEX 1 100 100 0.5 0.0005 50 4489 -83 2284.911585479701 2308.8578609568085 100 GTEX 1 100 100 0.5 0.0005 50 4489 -84 2284.6334045029776 2306.1530808133316 100 GTEX 1 100 100 0.5 0.0005 50 4489 -85 2283.9970636590424 2305.685013107474 100 GTEX 1 100 100 0.5 0.0005 50 4489 -86 2283.1511415115087 2303.7703342220175 100 GTEX 1 100 100 0.5 0.0005 50 4489 -87 2282.73909065083 2304.684617655359 100 GTEX 1 100 100 0.5 0.0005 50 4489 -88 2282.4648161046266 2303.3564815158625 100 GTEX 1 100 100 0.5 0.0005 50 4489 -89 2282.1071966374147 2304.6542551018892 100 GTEX 1 100 100 0.5 0.0005 50 4489 -90 2281.6021542966687 2303.962599141516 100 GTEX 1 100 100 0.5 0.0005 50 4489 -91 2280.9334650907017 2303.0227960506772 100 GTEX 1 100 100 0.5 0.0005 50 4489 -92 2280.5596307093883 2301.8349089531844 100 GTEX 1 100 100 0.5 0.0005 50 4489 -93 2280.2010172723753 2302.347900390625 100 GTEX 1 100 100 0.5 0.0005 50 4489 -94 2279.5962112118905 2301.8412816733007 100 GTEX 1 100 100 0.5 0.0005 50 4489 -95 2279.49655304487 2302.095690128921 100 GTEX 1 100 100 0.5 0.0005 50 4489 -96 2279.266771148298 2300.2159920463996 100 GTEX 1 100 100 0.5 0.0005 50 4489 -97 2278.8262291514684 2299.5837096007604 100 GTEX 1 100 100 0.5 0.0005 50 4489 -98 2277.9605256303557 2299.407699062797 100 GTEX 1 100 100 0.5 0.0005 50 4489 -99 2277.48361000713 2299.5088141263664 100 GTEX 1 100 100 0.5 0.0005 50 4489 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 0b2710942..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4312.0657411105685 4300.875835462215 100 GTEX 1 100 100 0.0 0.0005 50 4255 -1 3117.728714661373 3106.535655670746 100 GTEX 1 100 100 0.0 0.0005 50 4255 -2 2773.1935235967703 2693.085593103909 100 GTEX 1 100 100 0.0 0.0005 50 4255 -3 2628.990797778426 2669.3510677207105 100 GTEX 1 100 100 0.0 0.0005 50 4255 -4 2565.1035077079014 2551.44654341433 100 GTEX 1 100 100 0.0 0.0005 50 4255 -5 2527.0678000203834 2492.3911309187856 100 GTEX 1 100 100 0.0 0.0005 50 4255 -6 2500.338129375809 2484.8123384773053 100 GTEX 1 100 100 0.0 0.0005 50 4255 -7 2478.0241115622853 2458.711988325808 100 GTEX 1 100 100 0.0 0.0005 50 4255 -8 2461.2817306736147 2435.593781561906 100 GTEX 1 100 100 0.0 0.0005 50 4255 -9 2446.7128973816116 2433.87905756149 100 GTEX 1 100 100 0.0 0.0005 50 4255 -10 2435.79560447331 2421.5493897412666 100 GTEX 1 100 100 0.0 0.0005 50 4255 -11 2426.572012509944 2405.3705451298124 100 GTEX 1 100 100 0.0 0.0005 50 4255 -12 2416.757456230566 2397.2908104726116 100 GTEX 1 100 100 0.0 0.0005 50 4255 -13 2412.4512897804543 2394.7191435955324 100 GTEX 1 100 100 0.0 0.0005 50 4255 -14 2406.013695033158 2393.2009100968394 100 GTEX 1 100 100 0.0 0.0005 50 4255 -15 2399.2836202039402 2385.796364439758 100 GTEX 1 100 100 0.0 0.0005 50 4255 -16 2393.212449923707 2380.7149031606464 100 GTEX 1 100 100 0.0 0.0005 50 4255 -17 2388.299106358147 2380.4658713685244 100 GTEX 1 100 100 0.0 0.0005 50 4255 -18 2385.0028464677052 2371.740732867455 100 GTEX 1 100 100 0.0 0.0005 50 4255 -19 2382.7153876056714 2366.597814987821 100 GTEX 1 100 100 0.0 0.0005 50 4255 -20 2376.7239217221254 2371.696251930846 100 GTEX 1 100 100 0.0 0.0005 50 4255 -21 2373.0891044941473 2365.439131936193 100 GTEX 1 100 100 0.0 0.0005 50 4255 -22 2371.908697621301 2359.713599839591 100 GTEX 1 100 100 0.0 0.0005 50 4255 -23 2365.5306733928137 2352.2793015164566 100 GTEX 1 100 100 0.0 0.0005 50 4255 -24 2362.974248515196 2355.436891969166 100 GTEX 1 100 100 0.0 0.0005 50 4255 -25 2361.118293366513 2346.1409554717206 100 GTEX 1 100 100 0.0 0.0005 50 4255 -26 2357.567182177234 2340.5497564163497 100 GTEX 1 100 100 0.0 0.0005 50 4255 -27 2354.714793642761 2340.749832907557 100 GTEX 1 100 100 0.0 0.0005 50 4255 -28 2352.157438776845 2336.996116028992 100 GTEX 1 100 100 0.0 0.0005 50 4255 -29 2350.452429816856 2336.454613979325 100 GTEX 1 100 100 0.0 0.0005 50 4255 -30 2348.4732325993004 2330.007368776735 100 GTEX 1 100 100 0.0 0.0005 50 4255 -31 2344.6370894610473 2341.4165178306203 100 GTEX 1 100 100 0.0 0.0005 50 4255 -32 2342.786726182273 2330.7312717220175 100 GTEX 1 100 100 0.0 0.0005 50 4255 -33 2341.4619651754947 2327.5432834407675 100 GTEX 1 100 100 0.0 0.0005 50 4255 -34 2338.6599904551254 2323.8342080932152 100 GTEX 1 100 100 0.0 0.0005 50 4255 -35 2337.4460428072102 2325.6051531309413 100 GTEX 1 100 100 0.0 0.0005 50 4255 -36 2335.2336344031405 2322.238565307153 100 GTEX 1 100 100 0.0 0.0005 50 4255 -37 2333.9642572915704 2315.54648975909 100 GTEX 1 100 100 0.0 0.0005 50 4255 -38 2331.9645733823745 2319.093325770853 100 GTEX 1 100 100 0.0 0.0005 50 4255 -39 2331.071790573299 2318.9256522175024 100 GTEX 1 100 100 0.0 0.0005 50 4255 -40 2328.09912292474 2314.001110236454 100 GTEX 1 100 100 0.0 0.0005 50 4255 -41 2326.9661779487296 2312.9511709467088 100 GTEX 1 100 100 0.0 0.0005 50 4255 -42 2325.360480041278 2309.5324270734313 100 GTEX 1 100 100 0.0 0.0005 50 4255 -43 2323.7007683092834 2310.91131847077 100 GTEX 1 100 100 0.0 0.0005 50 4255 -44 2322.1964604019226 2309.8298172751306 100 GTEX 1 100 100 0.0 0.0005 50 4255 -45 2320.4478578342864 2307.0756130436075 100 GTEX 1 100 100 0.0 0.0005 50 4255 -46 2319.7526935929163 2306.556584927519 100 GTEX 1 100 100 0.0 0.0005 50 4255 -47 2318.5171346385387 2305.9987180296457 100 GTEX 1 100 100 0.0 0.0005 50 4255 -48 2316.557423979349 2307.3894247192848 100 GTEX 1 100 100 0.0 0.0005 50 4255 -49 2315.6054932491647 2302.089479859791 100 GTEX 1 100 100 0.0 0.0005 50 4255 -50 2315.643539033823 2302.2675298538497 100 GTEX 1 100 100 0.0 0.0005 50 4255 -51 2313.0827600098946 2299.479943337096 100 GTEX 1 100 100 0.0 0.0005 50 4255 -52 2312.093648625035 2297.2642910453305 100 GTEX 1 100 100 0.0 0.0005 50 4255 -53 2311.012663953569 2299.3405910245365 100 GTEX 1 100 100 0.0 0.0005 50 4255 -54 2310.1275925274144 2296.554668934173 100 GTEX 1 100 100 0.0 0.0005 50 4255 -55 2308.581285804885 2297.6907870796695 100 GTEX 1 100 100 0.0 0.0005 50 4255 -56 2307.526471063959 2293.6244253876544 100 GTEX 1 100 100 0.0 0.0005 50 4255 -57 2306.9626220109985 2294.1689545954137 100 GTEX 1 100 100 0.0 0.0005 50 4255 -58 2305.8394768556645 2294.130514978909 100 GTEX 1 100 100 0.0 0.0005 50 4255 -59 2305.385034754773 2291.7490828481464 100 GTEX 1 100 100 0.0 0.0005 50 4255 -60 2303.7513562221898 2290.6284383911598 100 GTEX 1 100 100 0.0 0.0005 50 4255 -61 2302.6965550718533 2289.7394666780538 100 GTEX 1 100 100 0.0 0.0005 50 4255 -62 2302.1477778019616 2287.057152113534 100 GTEX 1 100 100 0.0 0.0005 50 4255 -63 2301.09378522722 2288.2194387921813 100 GTEX 1 100 100 0.0 0.0005 50 4255 -64 2300.554108623417 2289.3960397234437 100 GTEX 1 100 100 0.0 0.0005 50 4255 -65 2299.140202892284 2286.370139466492 100 GTEX 1 100 100 0.0 0.0005 50 4255 -66 2298.903394042092 2290.4196285349335 100 GTEX 1 100 100 0.0 0.0005 50 4255 -67 2298.7213954456106 2285.0872296815587 100 GTEX 1 100 100 0.0 0.0005 50 4255 -68 2297.510738293422 2282.8904876128804 100 GTEX 1 100 100 0.0 0.0005 50 4255 -69 2296.984015842243 2287.3315290443797 100 GTEX 1 100 100 0.0 0.0005 50 4255 -70 2295.4780740726833 2282.174950429242 100 GTEX 1 100 100 0.0 0.0005 50 4255 -71 2295.1568285671196 2282.326551546162 100 GTEX 1 100 100 0.0 0.0005 50 4255 -72 2294.876896957441 2281.974550892645 100 GTEX 1 100 100 0.0 0.0005 50 4255 -73 2293.5510507408135 2280.209062351473 100 GTEX 1 100 100 0.0 0.0005 50 4255 -74 2293.016939986227 2279.8965020125356 100 GTEX 1 100 100 0.0 0.0005 50 4255 -75 2292.667721721052 2280.6670432435244 100 GTEX 1 100 100 0.0 0.0005 50 4255 -76 2292.1856737548856 2279.2732769055965 100 GTEX 1 100 100 0.0 0.0005 50 4255 -77 2291.1742523215926 2278.0825390253685 100 GTEX 1 100 100 0.0 0.0005 50 4255 -78 2290.8026752675414 2278.5559806098504 100 GTEX 1 100 100 0.0 0.0005 50 4255 -79 2290.139252195744 2279.5183838818916 100 GTEX 1 100 100 0.0 0.0005 50 4255 -80 2289.319811866013 2276.749809700273 100 GTEX 1 100 100 0.0 0.0005 50 4255 -81 2289.0874162438026 2275.6298763144605 100 GTEX 1 100 100 0.0 0.0005 50 4255 -82 2288.4405777398215 2276.1387479948908 100 GTEX 1 100 100 0.0 0.0005 50 4255 -83 2287.7752363834156 2276.4265173850404 100 GTEX 1 100 100 0.0 0.0005 50 4255 -84 2287.174737044016 2275.201434581452 100 GTEX 1 100 100 0.0 0.0005 50 4255 -85 2287.0341202447894 2274.041495551628 100 GTEX 1 100 100 0.0 0.0005 50 4255 -86 2286.324647691694 2272.3877445119415 100 GTEX 1 100 100 0.0 0.0005 50 4255 -87 2286.0937558797996 2274.1778151363474 100 GTEX 1 100 100 0.0 0.0005 50 4255 -88 2285.8287942398183 2272.11262773289 100 GTEX 1 100 100 0.0 0.0005 50 4255 -89 2285.3288417424096 2273.5890194272815 100 GTEX 1 100 100 0.0 0.0005 50 4255 -90 2284.68625260568 2273.7669153249763 100 GTEX 1 100 100 0.0 0.0005 50 4255 -91 2284.6231272580494 2271.581108528398 100 GTEX 1 100 100 0.0 0.0005 50 4255 -92 2283.9959742456526 2273.8691796132366 100 GTEX 1 100 100 0.0 0.0005 50 4255 -93 2283.1472312126994 2271.5396770288735 100 GTEX 1 100 100 0.0 0.0005 50 4255 -94 2283.103536487973 2271.859373143417 100 GTEX 1 100 100 0.0 0.0005 50 4255 -95 2282.3786882847985 2269.0606443455918 100 GTEX 1 100 100 0.0 0.0005 50 4255 -96 2282.1181472225476 2269.4490377331867 100 GTEX 1 100 100 0.0 0.0005 50 4255 -97 2281.991460932136 2270.879891167122 100 GTEX 1 100 100 0.0 0.0005 50 4255 -98 2281.6086837625107 2268.5059095027327 100 GTEX 1 100 100 0.0 0.0005 50 4255 -99 2281.208271629823 2268.7734495677873 100 GTEX 1 100 100 0.0 0.0005 50 4255 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index a77c32503..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4301.290918015169 4309.655921384862 100 GTEX 1 100 100 1.0 0.0005 50 7039 -1 3064.2681347718144 3145.8649419632247 100 GTEX 1 100 100 1.0 0.0005 50 7039 -2 2736.3202012737916 2680.7385244623338 100 GTEX 1 100 100 1.0 0.0005 50 7039 -3 2622.377900159559 2578.898296399715 100 GTEX 1 100 100 1.0 0.0005 50 7039 -4 2564.0715018699825 2603.7744493375712 100 GTEX 1 100 100 1.0 0.0005 50 7039 -5 2524.9200854520554 2517.6549039775427 100 GTEX 1 100 100 1.0 0.0005 50 7039 -6 2499.3295946920057 2491.9392953154706 100 GTEX 1 100 100 1.0 0.0005 50 7039 -7 2482.324680778461 2447.730279378565 100 GTEX 1 100 100 1.0 0.0005 50 7039 -8 2462.0920290755057 2437.8732650234674 100 GTEX 1 100 100 1.0 0.0005 50 7039 -9 2451.793726186812 2437.302599772754 100 GTEX 1 100 100 1.0 0.0005 50 7039 -10 2439.9892396573296 2416.9282737122744 100 GTEX 1 100 100 1.0 0.0005 50 7039 -11 2430.655974861484 2401.216571300202 100 GTEX 1 100 100 1.0 0.0005 50 7039 -12 2420.152500750964 2396.4053579120127 100 GTEX 1 100 100 1.0 0.0005 50 7039 -13 2416.3981689633647 2401.261660267645 100 GTEX 1 100 100 1.0 0.0005 50 7039 -14 2407.351405318516 2397.619186111276 100 GTEX 1 100 100 1.0 0.0005 50 7039 -15 2401.455063838119 2388.5323880851947 100 GTEX 1 100 100 1.0 0.0005 50 7039 -16 2396.912108549765 2379.1612089323908 100 GTEX 1 100 100 1.0 0.0005 50 7039 -17 2389.378746541234 2371.7742061252375 100 GTEX 1 100 100 1.0 0.0005 50 7039 -18 2386.2087554754344 2368.5387570921457 100 GTEX 1 100 100 1.0 0.0005 50 7039 -19 2383.0510680965376 2357.4504589472435 100 GTEX 1 100 100 1.0 0.0005 50 7039 -20 2378.2732496816657 2362.7171681915397 100 GTEX 1 100 100 1.0 0.0005 50 7039 -21 2375.606649326072 2358.758054784042 100 GTEX 1 100 100 1.0 0.0005 50 7039 -22 2370.7544059555976 2360.024348153814 100 GTEX 1 100 100 1.0 0.0005 50 7039 -23 2368.683924798189 2357.5315136347435 100 GTEX 1 100 100 1.0 0.0005 50 7039 -24 2364.2295105231906 2347.865812700511 100 GTEX 1 100 100 1.0 0.0005 50 7039 -25 2362.171201556641 2340.984941257723 100 GTEX 1 100 100 1.0 0.0005 50 7039 -26 2359.3720766564943 2338.6923781710434 100 GTEX 1 100 100 1.0 0.0005 50 7039 -27 2355.0645995268515 2333.745838469879 100 GTEX 1 100 100 1.0 0.0005 50 7039 -28 2354.021569993134 2341.30658585581 100 GTEX 1 100 100 1.0 0.0005 50 7039 -29 2350.8511605073877 2332.981600337155 100 GTEX 1 100 100 1.0 0.0005 50 7039 -30 2349.3360941399237 2328.9856458308577 100 GTEX 1 100 100 1.0 0.0005 50 7039 -31 2347.3577946749233 2326.1125395452113 100 GTEX 1 100 100 1.0 0.0005 50 7039 -32 2345.0585562018064 2326.174504849394 100 GTEX 1 100 100 1.0 0.0005 50 7039 -33 2342.295353988691 2322.0461435064162 100 GTEX 1 100 100 1.0 0.0005 50 7039 -34 2339.1533032146617 2321.846681544083 100 GTEX 1 100 100 1.0 0.0005 50 7039 -35 2338.788621850284 2318.1208486810838 100 GTEX 1 100 100 1.0 0.0005 50 7039 -36 2337.8371901036166 2323.8045129812263 100 GTEX 1 100 100 1.0 0.0005 50 7039 -37 2334.3594481364544 2317.499967509803 100 GTEX 1 100 100 1.0 0.0005 50 7039 -38 2332.936382528619 2314.849919424311 100 GTEX 1 100 100 1.0 0.0005 50 7039 -39 2331.2823410896485 2312.0840465705205 100 GTEX 1 100 100 1.0 0.0005 50 7039 -40 2328.929362125302 2309.328700540637 100 GTEX 1 100 100 1.0 0.0005 50 7039 -41 2328.1441284837297 2309.7338792924193 100 GTEX 1 100 100 1.0 0.0005 50 7039 -42 2326.4996918520833 2315.1017203095294 100 GTEX 1 100 100 1.0 0.0005 50 7039 -43 2324.7972173178046 2307.898344670865 100 GTEX 1 100 100 1.0 0.0005 50 7039 -44 2322.3998140178137 2308.4099111810838 100 GTEX 1 100 100 1.0 0.0005 50 7039 -45 2320.9263230683723 2302.6947805890563 100 GTEX 1 100 100 1.0 0.0005 50 7039 -46 2319.9639624505685 2306.3072895006535 100 GTEX 1 100 100 1.0 0.0005 50 7039 -47 2319.155479926777 2301.664218452947 100 GTEX 1 100 100 1.0 0.0005 50 7039 -48 2317.577498698192 2299.0455373321647 100 GTEX 1 100 100 1.0 0.0005 50 7039 -49 2316.8484642840344 2299.0788007961028 100 GTEX 1 100 100 1.0 0.0005 50 7039 -50 2315.2190247001095 2294.5577573594937 100 GTEX 1 100 100 1.0 0.0005 50 7039 -51 2314.5265196238825 2296.91172413409 100 GTEX 1 100 100 1.0 0.0005 50 7039 -52 2312.830359298047 2295.3230630272697 100 GTEX 1 100 100 1.0 0.0005 50 7039 -53 2311.7324151183884 2293.8361909235387 100 GTEX 1 100 100 1.0 0.0005 50 7039 -54 2309.9150167811545 2292.7586600300024 100 GTEX 1 100 100 1.0 0.0005 50 7039 -55 2310.0996497857277 2292.1319779660766 100 GTEX 1 100 100 1.0 0.0005 50 7039 -56 2308.6179492177184 2292.5124316777565 100 GTEX 1 100 100 1.0 0.0005 50 7039 -57 2307.141879047778 2290.413698609791 100 GTEX 1 100 100 1.0 0.0005 50 7039 -58 2306.7361534072716 2288.1992150368346 100 GTEX 1 100 100 1.0 0.0005 50 7039 -59 2305.7452366144817 2287.6485321857176 100 GTEX 1 100 100 1.0 0.0005 50 7039 -60 2304.6302385403737 2293.0696422736455 100 GTEX 1 100 100 1.0 0.0005 50 7039 -61 2303.7241691894787 2286.185389993762 100 GTEX 1 100 100 1.0 0.0005 50 7039 -62 2302.3333391443634 2287.8360526081274 100 GTEX 1 100 100 1.0 0.0005 50 7039 -63 2301.924235559006 2283.4318383510576 100 GTEX 1 100 100 1.0 0.0005 50 7039 -64 2300.8708137116514 2286.2771293146984 100 GTEX 1 100 100 1.0 0.0005 50 7039 -65 2300.574503223987 2288.808017281072 100 GTEX 1 100 100 1.0 0.0005 50 7039 -66 2299.70104159102 2280.6912994964946 100 GTEX 1 100 100 1.0 0.0005 50 7039 -67 2298.764613906572 2280.591144286181 100 GTEX 1 100 100 1.0 0.0005 50 7039 -68 2297.815845966994 2280.3221830070697 100 GTEX 1 100 100 1.0 0.0005 50 7039 -69 2297.6647418489474 2279.1825568485624 100 GTEX 1 100 100 1.0 0.0005 50 7039 -70 2296.474437416651 2278.8234872564162 100 GTEX 1 100 100 1.0 0.0005 50 7039 -71 2295.343517051625 2277.0249756787666 100 GTEX 1 100 100 1.0 0.0005 50 7039 -72 2295.113736573426 2280.096279593928 100 GTEX 1 100 100 1.0 0.0005 50 7039 -73 2294.9933003552223 2275.942980632129 100 GTEX 1 100 100 1.0 0.0005 50 7039 -74 2293.607104288458 2279.3231809202707 100 GTEX 1 100 100 1.0 0.0005 50 7039 -75 2293.0643507958566 2274.8163022813687 100 GTEX 1 100 100 1.0 0.0005 50 7039 -76 2292.852601213013 2276.528508755644 100 GTEX 1 100 100 1.0 0.0005 50 7039 -77 2292.023188407965 2274.518594604028 100 GTEX 1 100 100 1.0 0.0005 50 7039 -78 2291.3031565600822 2273.8947484701757 100 GTEX 1 100 100 1.0 0.0005 50 7039 -79 2290.8629568036913 2274.0327426924905 100 GTEX 1 100 100 1.0 0.0005 50 7039 -80 2290.7262200532523 2272.442227787845 100 GTEX 1 100 100 1.0 0.0005 50 7039 -81 2289.6840925014194 2271.1817928647815 100 GTEX 1 100 100 1.0 0.0005 50 7039 -82 2289.0120444857384 2272.1185390922055 100 GTEX 1 100 100 1.0 0.0005 50 7039 -83 2288.6183685918436 2270.8257132990734 100 GTEX 1 100 100 1.0 0.0005 50 7039 -84 2288.470096267792 2271.621393588106 100 GTEX 1 100 100 1.0 0.0005 50 7039 -85 2287.776872695531 2271.5405663319866 100 GTEX 1 100 100 1.0 0.0005 50 7039 -86 2287.177364437611 2271.00269575808 100 GTEX 1 100 100 1.0 0.0005 50 7039 -87 2286.4252245773973 2268.8485204892468 100 GTEX 1 100 100 1.0 0.0005 50 7039 -88 2285.9406356867935 2270.415551479325 100 GTEX 1 100 100 1.0 0.0005 50 7039 -89 2286.044304857086 2269.2255209571053 100 GTEX 1 100 100 1.0 0.0005 50 7039 -90 2285.383174313982 2267.4018192653875 100 GTEX 1 100 100 1.0 0.0005 50 7039 -91 2284.9902578426213 2270.877431195045 100 GTEX 1 100 100 1.0 0.0005 50 7039 -92 2284.756424609416 2266.2641425187144 100 GTEX 1 100 100 1.0 0.0005 50 7039 -93 2284.069505600664 2266.7503573921695 100 GTEX 1 100 100 1.0 0.0005 50 7039 -94 2283.5157203146455 2267.7342589635814 100 GTEX 1 100 100 1.0 0.0005 50 7039 -95 2283.4947169485117 2266.3880703422055 100 GTEX 1 100 100 1.0 0.0005 50 7039 -96 2282.433426975159 2265.4187958575926 100 GTEX 1 100 100 1.0 0.0005 50 7039 -97 2283.173953895976 2266.234510530537 100 GTEX 1 100 100 1.0 0.0005 50 7039 -98 2282.5038690628467 2264.4704070000594 100 GTEX 1 100 100 1.0 0.0005 50 7039 -99 2281.6885053425717 2264.893997482474 100 GTEX 1 100 100 1.0 0.0005 50 7039 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 2a1f6df54..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4304.5825187060145 4242.079464524418 100 GTEX 1 50 100 0.5 0.0005 50 7068 -1 3065.509606096754 3060.8847479874644 100 GTEX 1 50 100 0.5 0.0005 50 7068 -2 2739.1510387439594 2751.1573583798718 100 GTEX 1 50 100 0.5 0.0005 50 7068 -3 2618.9346255000924 2609.739435116148 100 GTEX 1 50 100 0.5 0.0005 50 7068 -4 2564.3300272698916 2765.876685777091 100 GTEX 1 50 100 0.5 0.0005 50 7068 -5 2532.636675915144 2514.1310914478377 100 GTEX 1 50 100 0.5 0.0005 50 7068 -6 2502.2601441242027 2541.7691738578305 100 GTEX 1 50 100 0.5 0.0005 50 7068 -7 2479.0227989486093 2527.98225663914 100 GTEX 1 50 100 0.5 0.0005 50 7068 -8 2464.0082100311856 2456.0626475983245 100 GTEX 1 50 100 0.5 0.0005 50 7068 -9 2449.8415872395144 2481.4283646848266 100 GTEX 1 50 100 0.5 0.0005 50 7068 -10 2439.2763153266364 2430.9562338477303 100 GTEX 1 50 100 0.5 0.0005 50 7068 -11 2433.6688496368142 2434.1109976532794 100 GTEX 1 50 100 0.5 0.0005 50 7068 -12 2424.084427732518 2419.5205774343513 100 GTEX 1 50 100 0.5 0.0005 50 7068 -13 2415.1220732781885 2420.472921741326 100 GTEX 1 50 100 0.5 0.0005 50 7068 -14 2409.1595063000505 2422.2609213477303 100 GTEX 1 50 100 0.5 0.0005 50 7068 -15 2401.010610175684 2404.1125098398884 100 GTEX 1 50 100 0.5 0.0005 50 7068 -16 2395.9133335080082 2393.9252084942373 100 GTEX 1 50 100 0.5 0.0005 50 7068 -17 2390.9209750554146 2388.7847858617515 100 GTEX 1 50 100 0.5 0.0005 50 7068 -18 2387.2299182666598 2392.7271473235505 100 GTEX 1 50 100 0.5 0.0005 50 7068 -19 2382.5781606914147 2378.9507439326876 100 GTEX 1 50 100 0.5 0.0005 50 7068 -20 2378.5089234468664 2372.2746461353377 100 GTEX 1 50 100 0.5 0.0005 50 7068 -21 2375.382274988323 2373.184848799905 100 GTEX 1 50 100 0.5 0.0005 50 7068 -22 2370.39739414504 2366.9348636525665 100 GTEX 1 50 100 0.5 0.0005 50 7068 -23 2368.8913625538053 2366.063962987167 100 GTEX 1 50 100 0.5 0.0005 50 7068 -24 2363.4750045594237 2358.9130348814756 100 GTEX 1 50 100 0.5 0.0005 50 7068 -25 2361.235951147324 2362.607634453719 100 GTEX 1 50 100 0.5 0.0005 50 7068 -26 2359.4257002480244 2360.1774651705086 100 GTEX 1 50 100 0.5 0.0005 50 7068 -27 2354.666610825763 2361.7233051256535 100 GTEX 1 50 100 0.5 0.0005 50 7068 -28 2352.2957050230407 2355.9129030641043 100 GTEX 1 50 100 0.5 0.0005 50 7068 -29 2349.4821584445062 2361.2451886659337 100 GTEX 1 50 100 0.5 0.0005 50 7068 -30 2347.999924362052 2356.1466997385933 100 GTEX 1 50 100 0.5 0.0005 50 7068 -31 2345.5629822209303 2347.6882175692135 100 GTEX 1 50 100 0.5 0.0005 50 7068 -32 2341.931829320147 2356.6977130614305 100 GTEX 1 50 100 0.5 0.0005 50 7068 -33 2341.2450863701297 2341.3897886094937 100 GTEX 1 50 100 0.5 0.0005 50 7068 -34 2336.9898532453603 2339.244347633971 100 GTEX 1 50 100 0.5 0.0005 50 7068 -35 2336.58003371704 2338.388773058757 100 GTEX 1 50 100 0.5 0.0005 50 7068 -36 2335.0015618346542 2338.7494708739305 100 GTEX 1 50 100 0.5 0.0005 50 7068 -37 2333.15615110074 2333.948732325333 100 GTEX 1 50 100 0.5 0.0005 50 7068 -38 2331.5757929116025 2332.397214012001 100 GTEX 1 50 100 0.5 0.0005 50 7068 -39 2329.9156472607146 2332.545476064936 100 GTEX 1 50 100 0.5 0.0005 50 7068 -40 2328.23101245094 2327.902974988118 100 GTEX 1 50 100 0.5 0.0005 50 7068 -41 2326.830656227925 2335.1692191584484 100 GTEX 1 50 100 0.5 0.0005 50 7068 -42 2324.946307501345 2326.8223463863474 100 GTEX 1 50 100 0.5 0.0005 50 7068 -43 2323.5557795438267 2321.38096241534 100 GTEX 1 50 100 0.5 0.0005 50 7068 -44 2321.1894883780087 2327.663722745366 100 GTEX 1 50 100 0.5 0.0005 50 7068 -45 2320.5433630060343 2322.010368086086 100 GTEX 1 50 100 0.5 0.0005 50 7068 -46 2318.9950423489986 2324.0766118850997 100 GTEX 1 50 100 0.5 0.0005 50 7068 -47 2317.3174046038625 2326.0339986706867 100 GTEX 1 50 100 0.5 0.0005 50 7068 -48 2315.8094845138457 2323.593591262179 100 GTEX 1 50 100 0.5 0.0005 50 7068 -49 2315.1243750649874 2317.55494185183 100 GTEX 1 50 100 0.5 0.0005 50 7068 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index 2e786a713..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4316.235744683836 4214.5787952263545 100 GTEX 1 50 100 0.0 0.0005 50 526 -1 3123.135301744093 2943.70305630644 100 GTEX 1 50 100 0.0 0.0005 50 526 -2 2772.672580575948 2714.7696565693323 100 GTEX 1 50 100 0.0 0.0005 50 526 -3 2633.8153141545963 2587.451959066065 100 GTEX 1 50 100 0.0 0.0005 50 526 -4 2568.842415233921 2536.9519191495365 100 GTEX 1 50 100 0.0 0.0005 50 526 -5 2530.014265244773 2563.3591475686194 100 GTEX 1 50 100 0.0 0.0005 50 526 -6 2499.6915697496897 2503.8811657111455 100 GTEX 1 50 100 0.0 0.0005 50 526 -7 2477.191037730983 2501.825293711383 100 GTEX 1 50 100 0.0 0.0005 50 526 -8 2462.513653822984 2466.8223148244415 100 GTEX 1 50 100 0.0 0.0005 50 526 -9 2447.659823809227 2441.4357399596006 100 GTEX 1 50 100 0.0 0.0005 50 526 -10 2436.413709969912 2422.9122374792064 100 GTEX 1 50 100 0.0 0.0005 50 526 -11 2428.1852130158545 2419.72548289716 100 GTEX 1 50 100 0.0 0.0005 50 526 -12 2418.765354580797 2422.152855238534 100 GTEX 1 50 100 0.0 0.0005 50 526 -13 2411.3631195297235 2408.3163802578424 100 GTEX 1 50 100 0.0 0.0005 50 526 -14 2405.485341762834 2401.530233520972 100 GTEX 1 50 100 0.0 0.0005 50 526 -15 2399.1120788567773 2429.296866645378 100 GTEX 1 50 100 0.0 0.0005 50 526 -16 2396.85940527581 2394.8369019947127 100 GTEX 1 50 100 0.0 0.0005 50 526 -17 2389.6170982972512 2428.792558445223 100 GTEX 1 50 100 0.0 0.0005 50 526 -18 2385.318375776546 2396.0713586843513 100 GTEX 1 50 100 0.0 0.0005 50 526 -19 2381.678141422177 2384.3374097700807 100 GTEX 1 50 100 0.0 0.0005 50 526 -20 2376.6410616009066 2372.806897761704 100 GTEX 1 50 100 0.0 0.0005 50 526 -21 2372.1033242994167 2363.9794402031844 100 GTEX 1 50 100 0.0 0.0005 50 526 -22 2370.3836230613165 2362.9447295330324 100 GTEX 1 50 100 0.0 0.0005 50 526 -23 2367.157313831104 2362.34295909577 100 GTEX 1 50 100 0.0 0.0005 50 526 -24 2361.673952039197 2362.7233710343394 100 GTEX 1 50 100 0.0 0.0005 50 526 -25 2359.6775988043582 2353.3120841254754 100 GTEX 1 50 100 0.0 0.0005 50 526 -26 2357.0590377264443 2354.9366441153757 100 GTEX 1 50 100 0.0 0.0005 50 526 -27 2355.620513558199 2355.944601428826 100 GTEX 1 50 100 0.0 0.0005 50 526 -28 2351.3633516786517 2348.808737635159 100 GTEX 1 50 100 0.0 0.0005 50 526 -29 2349.3120044463662 2346.30009338611 100 GTEX 1 50 100 0.0 0.0005 50 526 -30 2346.302169114795 2343.882270377852 100 GTEX 1 50 100 0.0 0.0005 50 526 -31 2343.7179967925176 2349.976986729147 100 GTEX 1 50 100 0.0 0.0005 50 526 -32 2343.0135308113877 2344.0420061118703 100 GTEX 1 50 100 0.0 0.0005 50 526 -33 2340.293791303013 2344.0235201179303 100 GTEX 1 50 100 0.0 0.0005 50 526 -34 2338.497017755344 2330.2040579328063 100 GTEX 1 50 100 0.0 0.0005 50 526 -35 2337.2741122843663 2339.7041721126425 100 GTEX 1 50 100 0.0 0.0005 50 526 -36 2334.275266323974 2334.240308638308 100 GTEX 1 50 100 0.0 0.0005 50 526 -37 2332.689424241774 2328.956388872386 100 GTEX 1 50 100 0.0 0.0005 50 526 -38 2331.109840123092 2334.674671013546 100 GTEX 1 50 100 0.0 0.0005 50 526 -39 2329.1952666736674 2333.9243071233363 100 GTEX 1 50 100 0.0 0.0005 50 526 -40 2326.946373055953 2324.313600953541 100 GTEX 1 50 100 0.0 0.0005 50 526 -41 2326.8149678137706 2322.2932203169557 100 GTEX 1 50 100 0.0 0.0005 50 526 -42 2324.2652924560725 2322.4268311475166 100 GTEX 1 50 100 0.0 0.0005 50 526 -43 2323.174997560399 2319.4244640045745 100 GTEX 1 50 100 0.0 0.0005 50 526 -44 2321.826581139996 2319.0185806796576 100 GTEX 1 50 100 0.0 0.0005 50 526 -45 2319.9337134348675 2317.1527354889495 100 GTEX 1 50 100 0.0 0.0005 50 526 -46 2318.7563796341074 2317.157396439817 100 GTEX 1 50 100 0.0 0.0005 50 526 -47 2317.4951400361947 2313.3144967546937 100 GTEX 1 50 100 0.0 0.0005 50 526 -48 2316.29557236651 2312.9487787399003 100 GTEX 1 50 100 0.0 0.0005 50 526 -49 2314.6102472218463 2314.69453552014 100 GTEX 1 50 100 0.0 0.0005 50 526 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index 752f6242c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4306.613101116667 4050.3309145155063 100 GTEX 1 50 100 1.0 0.0005 50 6853 -1 3080.0975294474806 3280.4681883837334 100 GTEX 1 50 100 1.0 0.0005 50 6853 -2 2750.3525866682457 2647.1941734865136 100 GTEX 1 50 100 1.0 0.0005 50 6853 -3 2630.027500802541 2612.9830503282437 100 GTEX 1 50 100 1.0 0.0005 50 6853 -4 2564.756497591139 2501.3957881564875 100 GTEX 1 50 100 1.0 0.0005 50 6853 -5 2528.690922352811 2536.262071500713 100 GTEX 1 50 100 1.0 0.0005 50 6853 -6 2498.337659533404 2500.711635575095 100 GTEX 1 50 100 1.0 0.0005 50 6853 -7 2479.5978756077857 2451.22196838611 100 GTEX 1 50 100 1.0 0.0005 50 6853 -8 2462.1761347858433 2437.7566205739067 100 GTEX 1 50 100 1.0 0.0005 50 6853 -9 2446.823941703128 2425.9747560450332 100 GTEX 1 50 100 1.0 0.0005 50 6853 -10 2437.3590553245813 2438.498568574739 100 GTEX 1 50 100 1.0 0.0005 50 6853 -11 2427.150620272435 2425.2546033968038 100 GTEX 1 50 100 1.0 0.0005 50 6853 -12 2419.7364300415256 2385.1042758956155 100 GTEX 1 50 100 1.0 0.0005 50 6853 -13 2412.0945718309326 2408.302980372208 100 GTEX 1 50 100 1.0 0.0005 50 6853 -14 2407.123007186353 2402.352485221602 100 GTEX 1 50 100 1.0 0.0005 50 6853 -15 2400.638041937 2383.2316532497625 100 GTEX 1 50 100 1.0 0.0005 50 6853 -16 2396.222392845295 2367.774602505644 100 GTEX 1 50 100 1.0 0.0005 50 6853 -17 2391.3943904958505 2369.552079001307 100 GTEX 1 50 100 1.0 0.0005 50 6853 -18 2388.5381902265767 2364.753450458947 100 GTEX 1 50 100 1.0 0.0005 50 6853 -19 2383.333956626472 2352.3900661686075 100 GTEX 1 50 100 1.0 0.0005 50 6853 -20 2378.3090760998734 2355.9419966432984 100 GTEX 1 50 100 1.0 0.0005 50 6853 -21 2375.2099467279845 2355.1967708457105 100 GTEX 1 50 100 1.0 0.0005 50 6853 -22 2371.0695040791365 2349.4402570253087 100 GTEX 1 50 100 1.0 0.0005 50 6853 -23 2367.9868697370634 2344.2905199174193 100 GTEX 1 50 100 1.0 0.0005 50 6853 -24 2365.0649117235776 2368.04810591433 100 GTEX 1 50 100 1.0 0.0005 50 6853 -25 2362.557453558867 2334.914147902804 100 GTEX 1 50 100 1.0 0.0005 50 6853 -26 2359.324393235631 2345.7568712125712 100 GTEX 1 50 100 1.0 0.0005 50 6853 -27 2356.8546473058964 2333.882716885991 100 GTEX 1 50 100 1.0 0.0005 50 6853 -28 2355.178017585346 2326.2718909666114 100 GTEX 1 50 100 1.0 0.0005 50 6853 -29 2350.6777356644297 2330.9486459942373 100 GTEX 1 50 100 1.0 0.0005 50 6853 -30 2348.9252591341137 2325.3651935301805 100 GTEX 1 50 100 1.0 0.0005 50 6853 -31 2345.464600666707 2323.950193455917 100 GTEX 1 50 100 1.0 0.0005 50 6853 -32 2344.8744890247867 2327.8580846750237 100 GTEX 1 50 100 1.0 0.0005 50 6853 -33 2343.377790506455 2325.276308705145 100 GTEX 1 50 100 1.0 0.0005 50 6853 -34 2341.0897888718705 2316.257825496079 100 GTEX 1 50 100 1.0 0.0005 50 6853 -35 2339.0608267070397 2317.6938411582105 100 GTEX 1 50 100 1.0 0.0005 50 6853 -36 2336.2671866283454 2313.4761995380823 100 GTEX 1 50 100 1.0 0.0005 50 6853 -37 2334.8983466209925 2317.01016479028 100 GTEX 1 50 100 1.0 0.0005 50 6853 -38 2333.962732618281 2309.844102750713 100 GTEX 1 50 100 1.0 0.0005 50 6853 -39 2331.56897481981 2315.1794684232414 100 GTEX 1 50 100 1.0 0.0005 50 6853 -40 2329.7000194084962 2306.7472856760933 100 GTEX 1 50 100 1.0 0.0005 50 6853 -41 2328.2085648719317 2302.769289894249 100 GTEX 1 50 100 1.0 0.0005 50 6853 -42 2326.3768712977894 2303.0471117142943 100 GTEX 1 50 100 1.0 0.0005 50 6853 -43 2324.325817230247 2301.111705011288 100 GTEX 1 50 100 1.0 0.0005 50 6853 -44 2323.9700069876776 2303.585849312322 100 GTEX 1 50 100 1.0 0.0005 50 6853 -45 2322.4126835580587 2301.65399425202 100 GTEX 1 50 100 1.0 0.0005 50 6853 -46 2320.8491184633135 2299.680709548776 100 GTEX 1 50 100 1.0 0.0005 50 6853 -47 2319.485097493266 2297.2147806261883 100 GTEX 1 50 100 1.0 0.0005 50 6853 -48 2317.9065025219184 2295.4271207744177 100 GTEX 1 50 100 1.0 0.0005 50 6853 -49 2316.83294432098 2292.354200704016 100 GTEX 1 50 100 1.0 0.0005 50 6853 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 81da2d207..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4616.473024046936 4595.2780056217325 150 GTEX 1 100 100 0.5 0.0005 50 7248 -1 3417.7811069764543 3588.0787209630466 150 GTEX 1 100 100 0.5 0.0005 50 7248 -2 2944.2878629950997 3450.794340764615 150 GTEX 1 100 100 0.5 0.0005 50 7248 -3 2748.0478571844137 2827.7632833850703 150 GTEX 1 100 100 0.5 0.0005 50 7248 -4 2653.661908894466 2689.6319477966076 150 GTEX 1 100 100 0.5 0.0005 50 7248 -5 2596.1445135590243 2766.6909286441005 150 GTEX 1 100 100 0.5 0.0005 50 7248 -6 2560.521577446038 2603.484690154913 150 GTEX 1 100 100 0.5 0.0005 50 7248 -7 2536.3516300661177 2622.5829669676805 150 GTEX 1 100 100 0.5 0.0005 50 7248 -8 2512.2478272077515 2531.6434808883378 150 GTEX 1 100 100 0.5 0.0005 50 7248 -9 2495.8191148518786 2547.547121925499 150 GTEX 1 100 100 0.5 0.0005 50 7248 -10 2480.269074198738 2509.5154968957936 150 GTEX 1 100 100 0.5 0.0005 50 7248 -11 2468.735969147763 2499.960498882337 150 GTEX 1 100 100 0.5 0.0005 50 7248 -12 2459.107889680106 2506.077548531072 150 GTEX 1 100 100 0.5 0.0005 50 7248 -13 2448.203603481584 2473.166432891962 150 GTEX 1 100 100 0.5 0.0005 50 7248 -14 2440.1118388939044 2477.939995247148 150 GTEX 1 100 100 0.5 0.0005 50 7248 -15 2432.2671052653295 2454.3427636904407 150 GTEX 1 100 100 0.5 0.0005 50 7248 -16 2425.2302101419737 2461.233237378951 150 GTEX 1 100 100 0.5 0.0005 50 7248 -17 2417.456465551389 2448.653525929034 150 GTEX 1 100 100 0.5 0.0005 50 7248 -18 2416.274173403335 2436.3186852052636 150 GTEX 1 100 100 0.5 0.0005 50 7248 -19 2408.7286570238643 2443.782487876515 150 GTEX 1 100 100 0.5 0.0005 50 7248 -20 2404.4162554589298 2443.46164253728 150 GTEX 1 100 100 0.5 0.0005 50 7248 -21 2398.722729076991 2446.6841989959603 150 GTEX 1 100 100 0.5 0.0005 50 7248 -22 2397.018178174019 2424.486759316332 150 GTEX 1 100 100 0.5 0.0005 50 7248 -23 2393.4019563021548 2415.7943959979502 150 GTEX 1 100 100 0.5 0.0005 50 7248 -24 2388.865858794241 2426.759515450481 150 GTEX 1 100 100 0.5 0.0005 50 7248 -25 2385.101197101403 2417.2725370573908 150 GTEX 1 100 100 0.5 0.0005 50 7248 -26 2381.0238481060032 2437.175562637387 150 GTEX 1 100 100 0.5 0.0005 50 7248 -27 2381.7745938090043 2410.351372664419 150 GTEX 1 100 100 0.5 0.0005 50 7248 -28 2377.8733380798103 2415.0691906599036 150 GTEX 1 100 100 0.5 0.0005 50 7248 -29 2374.908502530583 2398.7565630198433 150 GTEX 1 100 100 0.5 0.0005 50 7248 -30 2371.951849264014 2401.385733368732 150 GTEX 1 100 100 0.5 0.0005 50 7248 -31 2369.3098507634663 2401.84489179836 150 GTEX 1 100 100 0.5 0.0005 50 7248 -32 2368.5391762277022 2398.4989941963227 150 GTEX 1 100 100 0.5 0.0005 50 7248 -33 2365.709159170094 2390.9259901155538 150 GTEX 1 100 100 0.5 0.0005 50 7248 -34 2363.196194598878 2391.90653544959 150 GTEX 1 100 100 0.5 0.0005 50 7248 -35 2360.0738712486877 2383.428537811163 150 GTEX 1 100 100 0.5 0.0005 50 7248 -36 2358.221332289342 2385.2050117521685 150 GTEX 1 100 100 0.5 0.0005 50 7248 -37 2355.2416943704943 2383.6922203615136 150 GTEX 1 100 100 0.5 0.0005 50 7248 -38 2354.520739316714 2388.4791631082167 150 GTEX 1 100 100 0.5 0.0005 50 7248 -39 2352.13361896093 2383.373721742811 150 GTEX 1 100 100 0.5 0.0005 50 7248 -40 2351.2679899688555 2383.2423791921638 150 GTEX 1 100 100 0.5 0.0005 50 7248 -41 2348.582248493121 2381.010599230632 150 GTEX 1 100 100 0.5 0.0005 50 7248 -42 2345.8676333332232 2378.772201480068 150 GTEX 1 100 100 0.5 0.0005 50 7248 -43 2345.40831009609 2372.0550680994534 150 GTEX 1 100 100 0.5 0.0005 50 7248 -44 2343.791151762991 2380.9447304613236 150 GTEX 1 100 100 0.5 0.0005 50 7248 -45 2341.534967503276 2374.112830100404 150 GTEX 1 100 100 0.5 0.0005 50 7248 -46 2340.632639406953 2372.530633150398 150 GTEX 1 100 100 0.5 0.0005 50 7248 -47 2340.106106630887 2366.213094384951 150 GTEX 1 100 100 0.5 0.0005 50 7248 -48 2337.8838650872767 2370.489488957046 150 GTEX 1 100 100 0.5 0.0005 50 7248 -49 2335.7919478826943 2364.167512030656 150 GTEX 1 100 100 0.5 0.0005 50 7248 -50 2334.258074512121 2365.683091080234 150 GTEX 1 100 100 0.5 0.0005 50 7248 -51 2333.9630931170445 2361.5459105052873 150 GTEX 1 100 100 0.5 0.0005 50 7248 -52 2331.9264713527914 2363.1971384490853 150 GTEX 1 100 100 0.5 0.0005 50 7248 -53 2330.1624293340933 2358.224122486187 150 GTEX 1 100 100 0.5 0.0005 50 7248 -54 2328.6793079692534 2358.935528309173 150 GTEX 1 100 100 0.5 0.0005 50 7248 -55 2328.671155240325 2355.6207201127318 150 GTEX 1 100 100 0.5 0.0005 50 7248 -56 2327.3350939292823 2358.2888373893475 150 GTEX 1 100 100 0.5 0.0005 50 7248 -57 2325.009000503187 2353.0214495640744 150 GTEX 1 100 100 0.5 0.0005 50 7248 -58 2324.6602652068123 2360.444715608662 150 GTEX 1 100 100 0.5 0.0005 50 7248 -59 2324.133726576735 2354.4492679494415 150 GTEX 1 100 100 0.5 0.0005 50 7248 -60 2322.4904405548136 2356.6641256238117 150 GTEX 1 100 100 0.5 0.0005 50 7248 -61 2321.704499815766 2353.868194231969 150 GTEX 1 100 100 0.5 0.0005 50 7248 -62 2319.993680711204 2355.0472138263426 150 GTEX 1 100 100 0.5 0.0005 50 7248 -63 2320.0654815483636 2355.325154931826 150 GTEX 1 100 100 0.5 0.0005 50 7248 -64 2318.246475085948 2347.84369847983 150 GTEX 1 100 100 0.5 0.0005 50 7248 -65 2316.5540436619476 2348.0603324396984 150 GTEX 1 100 100 0.5 0.0005 50 7248 -66 2316.6846709138076 2343.80067820966 150 GTEX 1 100 100 0.5 0.0005 50 7248 -67 2315.607453130777 2347.1166616229502 150 GTEX 1 100 100 0.5 0.0005 50 7248 -68 2314.2603754478964 2340.804109174489 150 GTEX 1 100 100 0.5 0.0005 50 7248 -69 2313.3108126780444 2343.831150301509 150 GTEX 1 100 100 0.5 0.0005 50 7248 -70 2312.047568300577 2340.370475507961 150 GTEX 1 100 100 0.5 0.0005 50 7248 -71 2311.073793006092 2341.755503839413 150 GTEX 1 100 100 0.5 0.0005 50 7248 -72 2311.190389740967 2338.344245243435 150 GTEX 1 100 100 0.5 0.0005 50 7248 -73 2310.1252802962345 2336.7208312292064 150 GTEX 1 100 100 0.5 0.0005 50 7248 -74 2309.8516695226676 2336.436123343928 150 GTEX 1 100 100 0.5 0.0005 50 7248 -75 2307.831481772415 2334.223515383644 150 GTEX 1 100 100 0.5 0.0005 50 7248 -76 2308.4846626717726 2334.211942375386 150 GTEX 1 100 100 0.5 0.0005 50 7248 -77 2307.0451071402636 2333.417867566243 150 GTEX 1 100 100 0.5 0.0005 50 7248 -78 2306.2625410709156 2333.7817419944154 150 GTEX 1 100 100 0.5 0.0005 50 7248 -79 2305.4061625508757 2333.4730698037965 150 GTEX 1 100 100 0.5 0.0005 50 7248 -80 2304.1031613412874 2330.4886293592563 150 GTEX 1 100 100 0.5 0.0005 50 7248 -81 2303.9959199348723 2332.64608520972 150 GTEX 1 100 100 0.5 0.0005 50 7248 -82 2303.1079604955867 2329.845253367841 150 GTEX 1 100 100 0.5 0.0005 50 7248 -83 2302.9880136675424 2330.2879550484195 150 GTEX 1 100 100 0.5 0.0005 50 7248 -84 2301.5160697501024 2333.2226873477603 150 GTEX 1 100 100 0.5 0.0005 50 7248 -85 2301.012768397377 2327.7316862041052 150 GTEX 1 100 100 0.5 0.0005 50 7248 -86 2299.7656185528513 2327.6541808385814 150 GTEX 1 100 100 0.5 0.0005 50 7248 -87 2299.631368132394 2332.6106843549487 150 GTEX 1 100 100 0.5 0.0005 50 7248 -88 2298.958831474423 2329.1819799154882 150 GTEX 1 100 100 0.5 0.0005 50 7248 -89 2297.571802719727 2326.8615606619833 150 GTEX 1 100 100 0.5 0.0005 50 7248 -90 2297.181969558524 2324.844990661389 150 GTEX 1 100 100 0.5 0.0005 50 7248 -91 2297.156730467306 2325.6667944614424 150 GTEX 1 100 100 0.5 0.0005 50 7248 -92 2296.78553921063 2324.761643094255 150 GTEX 1 100 100 0.5 0.0005 50 7248 -93 2295.482334400087 2323.9660120046638 150 GTEX 1 100 100 0.5 0.0005 50 7248 -94 2294.5836209879135 2322.379408919766 150 GTEX 1 100 100 0.5 0.0005 50 7248 -95 2294.754406161906 2323.2116847745365 150 GTEX 1 100 100 0.5 0.0005 50 7248 -96 2293.79499325783 2325.5998340215065 150 GTEX 1 100 100 0.5 0.0005 50 7248 -97 2293.3731963199057 2322.2402125601534 150 GTEX 1 100 100 0.5 0.0005 50 7248 -98 2292.529240320612 2319.346838425321 150 GTEX 1 100 100 0.5 0.0005 50 7248 -99 2292.115144785422 2324.1020600641637 150 GTEX 1 100 100 0.5 0.0005 50 7248 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index 3080bd370..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4608.20754080684 4449.663090578957 150 GTEX 1 100 100 0.0 0.0005 50 3859 -1 3410.5507160306443 3464.436519260189 150 GTEX 1 100 100 0.0 0.0005 50 3859 -2 2951.5435849684677 3159.48200553633 150 GTEX 1 100 100 0.0 0.0005 50 3859 -3 2746.4286761744743 2976.3368630064756 150 GTEX 1 100 100 0.0 0.0005 50 3859 -4 2646.1167755272013 2654.728105784369 150 GTEX 1 100 100 0.0 0.0005 50 3859 -5 2595.5301249467725 2628.7178365613117 150 GTEX 1 100 100 0.0 0.0005 50 3859 -6 2560.8270417758727 2635.4512693455918 150 GTEX 1 100 100 0.0 0.0005 50 3859 -7 2535.3067304982524 2626.650884940144 150 GTEX 1 100 100 0.0 0.0005 50 3859 -8 2512.3334106819248 2525.3302387194035 150 GTEX 1 100 100 0.0 0.0005 50 3859 -9 2495.0056345242438 2499.629809941629 150 GTEX 1 100 100 0.0 0.0005 50 3859 -10 2482.837273658663 2513.0780971512595 150 GTEX 1 100 100 0.0 0.0005 50 3859 -11 2467.1594368255764 2486.5398427288796 150 GTEX 1 100 100 0.0 0.0005 50 3859 -12 2459.980563136256 2522.1732094188155 150 GTEX 1 100 100 0.0 0.0005 50 3859 -13 2449.2295026060924 2454.0593182813986 150 GTEX 1 100 100 0.0 0.0005 50 3859 -14 2439.0353226380125 2448.9150093571766 150 GTEX 1 100 100 0.0 0.0005 50 3859 -15 2432.576808105417 2428.9966558304122 150 GTEX 1 100 100 0.0 0.0005 50 3859 -16 2428.167311140838 2446.965266122564 150 GTEX 1 100 100 0.0 0.0005 50 3859 -17 2420.1781413706 2441.3301417129574 150 GTEX 1 100 100 0.0 0.0005 50 3859 -18 2417.275456824322 2419.201261919261 150 GTEX 1 100 100 0.0 0.0005 50 3859 -19 2410.4371540460033 2410.693267010011 150 GTEX 1 100 100 0.0 0.0005 50 3859 -20 2407.519707566621 2409.2943198780595 150 GTEX 1 100 100 0.0 0.0005 50 3859 -21 2402.442820651259 2405.7145754738 150 GTEX 1 100 100 0.0 0.0005 50 3859 -22 2397.378530174925 2397.7314415993346 150 GTEX 1 100 100 0.0 0.0005 50 3859 -23 2393.416472031547 2399.8283788876843 150 GTEX 1 100 100 0.0 0.0005 50 3859 -24 2390.6354632838493 2411.443344058193 150 GTEX 1 100 100 0.0 0.0005 50 3859 -25 2388.0020991400224 2393.9929830456867 150 GTEX 1 100 100 0.0 0.0005 50 3859 -26 2384.6342704066183 2408.882596672261 150 GTEX 1 100 100 0.0 0.0005 50 3859 -27 2381.2186785398044 2382.659589992277 150 GTEX 1 100 100 0.0 0.0005 50 3859 -28 2378.4140720933574 2381.632970773675 150 GTEX 1 100 100 0.0 0.0005 50 3859 -29 2375.871909546401 2388.8665599750475 150 GTEX 1 100 100 0.0 0.0005 50 3859 -30 2375.4889763557785 2376.979322310183 150 GTEX 1 100 100 0.0 0.0005 50 3859 -31 2369.832600765323 2372.4529272739424 150 GTEX 1 100 100 0.0 0.0005 50 3859 -32 2368.9355909992855 2369.624038754307 150 GTEX 1 100 100 0.0 0.0005 50 3859 -33 2365.0139771345944 2363.5586698698908 150 GTEX 1 100 100 0.0 0.0005 50 3859 -34 2364.359075620205 2372.3398200785705 150 GTEX 1 100 100 0.0 0.0005 50 3859 -35 2362.1648908812354 2361.9484102082342 150 GTEX 1 100 100 0.0 0.0005 50 3859 -36 2359.2722286854173 2368.4412043466314 150 GTEX 1 100 100 0.0 0.0005 50 3859 -37 2356.7550145148525 2361.7967496806677 150 GTEX 1 100 100 0.0 0.0005 50 3859 -38 2356.364519386215 2357.068960443649 150 GTEX 1 100 100 0.0 0.0005 50 3859 -39 2354.222425519444 2364.6611360615198 150 GTEX 1 100 100 0.0 0.0005 50 3859 -40 2351.7047572375177 2364.4826363103016 150 GTEX 1 100 100 0.0 0.0005 50 3859 -41 2349.941251105815 2353.734640491326 150 GTEX 1 100 100 0.0 0.0005 50 3859 -42 2347.8974799179055 2364.2769399432627 150 GTEX 1 100 100 0.0 0.0005 50 3859 -43 2346.6820107429094 2352.10528634075 150 GTEX 1 100 100 0.0 0.0005 50 3859 -44 2343.6112611778085 2350.9496434432926 150 GTEX 1 100 100 0.0 0.0005 50 3859 -45 2345.164989419455 2351.640183597463 150 GTEX 1 100 100 0.0 0.0005 50 3859 -46 2342.180404190832 2350.8242800172293 150 GTEX 1 100 100 0.0 0.0005 50 3859 -47 2340.4585462525665 2343.307189709333 150 GTEX 1 100 100 0.0 0.0005 50 3859 -48 2339.6760668844736 2343.0208113637714 150 GTEX 1 100 100 0.0 0.0005 50 3859 -49 2337.3368779068905 2344.150052262803 150 GTEX 1 100 100 0.0 0.0005 50 3859 -50 2336.707973642612 2344.491746561609 150 GTEX 1 100 100 0.0 0.0005 50 3859 -51 2335.003446465147 2337.233391475315 150 GTEX 1 100 100 0.0 0.0005 50 3859 -52 2332.874857518015 2337.4029573505823 150 GTEX 1 100 100 0.0 0.0005 50 3859 -53 2333.0195721249224 2336.6586723762775 150 GTEX 1 100 100 0.0 0.0005 50 3859 -54 2331.751132609286 2334.8578191836978 150 GTEX 1 100 100 0.0 0.0005 50 3859 -55 2329.3545300709457 2337.7908053670094 150 GTEX 1 100 100 0.0 0.0005 50 3859 -56 2329.198251161931 2338.6230092792002 150 GTEX 1 100 100 0.0 0.0005 50 3859 -57 2328.532163509386 2332.64085892942 150 GTEX 1 100 100 0.0 0.0005 50 3859 -58 2327.4153810708412 2331.534013987494 150 GTEX 1 100 100 0.0 0.0005 50 3859 -59 2326.810149498546 2334.556036771477 150 GTEX 1 100 100 0.0 0.0005 50 3859 -60 2324.8959789959117 2331.9473491712215 150 GTEX 1 100 100 0.0 0.0005 50 3859 -61 2322.472443803558 2329.0245574835135 150 GTEX 1 100 100 0.0 0.0005 50 3859 -62 2321.8044933892484 2339.449228961205 150 GTEX 1 100 100 0.0 0.0005 50 3859 -63 2321.0253832752505 2330.1144638931796 150 GTEX 1 100 100 0.0 0.0005 50 3859 -64 2319.3671176129087 2328.344436935599 150 GTEX 1 100 100 0.0 0.0005 50 3859 -65 2318.828210669711 2329.58966134075 150 GTEX 1 100 100 0.0 0.0005 50 3859 -66 2318.1758824960225 2322.771841303024 150 GTEX 1 100 100 0.0 0.0005 50 3859 -67 2316.8843628587297 2321.374689950689 150 GTEX 1 100 100 0.0 0.0005 50 3859 -68 2316.397545807765 2319.593777384595 150 GTEX 1 100 100 0.0 0.0005 50 3859 -69 2315.0559319544204 2322.503876080531 150 GTEX 1 100 100 0.0 0.0005 50 3859 -70 2313.7904277224093 2324.0371191220593 150 GTEX 1 100 100 0.0 0.0005 50 3859 -71 2313.501298507315 2319.1697946990853 150 GTEX 1 100 100 0.0 0.0005 50 3859 -72 2311.9229734651867 2322.8593601473385 150 GTEX 1 100 100 0.0 0.0005 50 3859 -73 2311.7337511481082 2315.9962232466432 150 GTEX 1 100 100 0.0 0.0005 50 3859 -74 2311.9710326774502 2315.02200700303 150 GTEX 1 100 100 0.0 0.0005 50 3859 -75 2310.4843630856694 2316.4151964078837 150 GTEX 1 100 100 0.0 0.0005 50 3859 -76 2309.5769235351668 2317.248657690708 150 GTEX 1 100 100 0.0 0.0005 50 3859 -77 2308.6073380620674 2313.5039870113474 150 GTEX 1 100 100 0.0 0.0005 50 3859 -78 2307.784017038834 2314.9356619831274 150 GTEX 1 100 100 0.0 0.0005 50 3859 -79 2306.9586712498844 2312.3339978352246 150 GTEX 1 100 100 0.0 0.0005 50 3859 -80 2306.5354535409183 2311.970870217443 150 GTEX 1 100 100 0.0 0.0005 50 3859 -81 2304.9698135732183 2309.4617808526914 150 GTEX 1 100 100 0.0 0.0005 50 3859 -82 2304.736761760218 2312.5464447369595 150 GTEX 1 100 100 0.0 0.0005 50 3859 -83 2304.703024501847 2308.430067171162 150 GTEX 1 100 100 0.0 0.0005 50 3859 -84 2303.3627098778984 2309.0445941881535 150 GTEX 1 100 100 0.0 0.0005 50 3859 -85 2303.0304216703416 2311.1733932205025 150 GTEX 1 100 100 0.0 0.0005 50 3859 -86 2302.384790433628 2306.998492454848 150 GTEX 1 100 100 0.0 0.0005 50 3859 -87 2301.260676993933 2307.7026543562856 150 GTEX 1 100 100 0.0 0.0005 50 3859 -88 2300.7175271048445 2307.437750174519 150 GTEX 1 100 100 0.0 0.0005 50 3859 -89 2300.4575657702003 2305.0085059336384 150 GTEX 1 100 100 0.0 0.0005 50 3859 -90 2299.461186411515 2304.663025134417 150 GTEX 1 100 100 0.0 0.0005 50 3859 -91 2298.8977371075594 2306.444059306678 150 GTEX 1 100 100 0.0 0.0005 50 3859 -92 2297.7140830380367 2302.975108795746 150 GTEX 1 100 100 0.0 0.0005 50 3859 -93 2297.7339714342834 2304.268082651349 150 GTEX 1 100 100 0.0 0.0005 50 3859 -94 2297.2862855067688 2303.137945487019 150 GTEX 1 100 100 0.0 0.0005 50 3859 -95 2296.2492385143787 2300.4321943507903 150 GTEX 1 100 100 0.0 0.0005 50 3859 -96 2295.4153084759478 2301.3582294884745 150 GTEX 1 100 100 0.0 0.0005 50 3859 -97 2295.578271556583 2300.6080410453305 150 GTEX 1 100 100 0.0 0.0005 50 3859 -98 2294.990851986052 2301.5247306098504 150 GTEX 1 100 100 0.0 0.0005 50 3859 -99 2294.397507872742 2299.9625225574796 150 GTEX 1 100 100 0.0 0.0005 50 3859 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index a8c8f141d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4613.8087632068555 4591.444624636109 150 GTEX 1 100 100 1.0 0.0005 50 7776 -1 3420.045734189941 3838.7949993873276 150 GTEX 1 100 100 1.0 0.0005 50 7776 -2 2950.9373362166357 3366.228562503713 150 GTEX 1 100 100 1.0 0.0005 50 7776 -3 2753.3003108918233 2760.8714961643 150 GTEX 1 100 100 1.0 0.0005 50 7776 -4 2648.6738446297004 2806.4882018810895 150 GTEX 1 100 100 1.0 0.0005 50 7776 -5 2591.195881499551 2814.6124425387657 150 GTEX 1 100 100 1.0 0.0005 50 7776 -6 2558.249942053028 2602.1575036574677 150 GTEX 1 100 100 1.0 0.0005 50 7776 -7 2532.932264837932 2575.1269392006297 150 GTEX 1 100 100 1.0 0.0005 50 7776 -8 2514.484668628938 2518.317089936579 150 GTEX 1 100 100 1.0 0.0005 50 7776 -9 2495.358315630323 2491.406573973681 150 GTEX 1 100 100 1.0 0.0005 50 7776 -10 2480.8225216283786 2534.703126856583 150 GTEX 1 100 100 1.0 0.0005 50 7776 -11 2469.423847956429 2450.0387348131535 150 GTEX 1 100 100 1.0 0.0005 50 7776 -12 2460.994987677178 2461.629908340512 150 GTEX 1 100 100 1.0 0.0005 50 7776 -13 2454.0352945284444 2496.4151035787486 150 GTEX 1 100 100 1.0 0.0005 50 7776 -14 2444.7139937321335 2457.6459835618166 150 GTEX 1 100 100 1.0 0.0005 50 7776 -15 2435.904754364668 2450.0299355394486 150 GTEX 1 100 100 1.0 0.0005 50 7776 -16 2427.593390635934 2409.185945111989 150 GTEX 1 100 100 1.0 0.0005 50 7776 -17 2420.090943581982 2408.4701758555134 150 GTEX 1 100 100 1.0 0.0005 50 7776 -18 2416.914948982939 2403.4071244504516 150 GTEX 1 100 100 1.0 0.0005 50 7776 -19 2411.7195258240795 2399.315618130644 150 GTEX 1 100 100 1.0 0.0005 50 7776 -20 2407.774017201818 2397.6548315708174 150 GTEX 1 100 100 1.0 0.0005 50 7776 -21 2403.173725331662 2388.8516451179303 150 GTEX 1 100 100 1.0 0.0005 50 7776 -22 2400.565045669538 2391.717130131595 150 GTEX 1 100 100 1.0 0.0005 50 7776 -23 2394.5834600670833 2388.6634553974573 150 GTEX 1 100 100 1.0 0.0005 50 7776 -24 2391.6324832312243 2380.9566163037666 150 GTEX 1 100 100 1.0 0.0005 50 7776 -25 2387.477632700887 2375.932333594493 150 GTEX 1 100 100 1.0 0.0005 50 7776 -26 2385.317725878174 2379.7204311356345 150 GTEX 1 100 100 1.0 0.0005 50 7776 -27 2382.9268560670453 2372.517342338997 150 GTEX 1 100 100 1.0 0.0005 50 7776 -28 2379.6873201503413 2367.0593906881236 150 GTEX 1 100 100 1.0 0.0005 50 7776 -29 2375.4937519393025 2359.5264539827413 150 GTEX 1 100 100 1.0 0.0005 50 7776 -30 2372.9709601599225 2360.81353133169 150 GTEX 1 100 100 1.0 0.0005 50 7776 -31 2372.2430489680023 2357.7664683526914 150 GTEX 1 100 100 1.0 0.0005 50 7776 -32 2368.4837725784305 2357.4178712794082 150 GTEX 1 100 100 1.0 0.0005 50 7776 -33 2368.324558488945 2359.7481164968513 150 GTEX 1 100 100 1.0 0.0005 50 7776 -34 2366.404642158493 2357.8397615962153 150 GTEX 1 100 100 1.0 0.0005 50 7776 -35 2362.6304910107146 2354.188058367247 150 GTEX 1 100 100 1.0 0.0005 50 7776 -36 2360.4712362010387 2349.2354889496196 150 GTEX 1 100 100 1.0 0.0005 50 7776 -37 2358.916500012172 2355.0055428276496 150 GTEX 1 100 100 1.0 0.0005 50 7776 -38 2355.6840217117274 2352.541733658359 150 GTEX 1 100 100 1.0 0.0005 50 7776 -39 2354.872940729145 2340.94985509372 150 GTEX 1 100 100 1.0 0.0005 50 7776 -40 2352.9475814063408 2342.3836154720175 150 GTEX 1 100 100 1.0 0.0005 50 7776 -41 2352.2829268259975 2358.1943665711146 150 GTEX 1 100 100 1.0 0.0005 50 7776 -42 2349.619238028522 2346.0584108766043 150 GTEX 1 100 100 1.0 0.0005 50 7776 -43 2347.4037854871694 2334.1892122333948 150 GTEX 1 100 100 1.0 0.0005 50 7776 -44 2346.838952496171 2336.9308784978016 150 GTEX 1 100 100 1.0 0.0005 50 7776 -45 2344.8058650588064 2335.179985945669 150 GTEX 1 100 100 1.0 0.0005 50 7776 -46 2344.37718836856 2336.0105532802104 150 GTEX 1 100 100 1.0 0.0005 50 7776 -47 2342.1876366795514 2332.590928922588 150 GTEX 1 100 100 1.0 0.0005 50 7776 -48 2340.7698390368764 2328.4613918986156 150 GTEX 1 100 100 1.0 0.0005 50 7776 -49 2338.8753104688903 2332.8434705843038 150 GTEX 1 100 100 1.0 0.0005 50 7776 -50 2337.5105719827757 2325.021463024299 150 GTEX 1 100 100 1.0 0.0005 50 7776 -51 2336.174090652893 2323.637062217799 150 GTEX 1 100 100 1.0 0.0005 50 7776 -52 2334.998910096627 2327.3738609865136 150 GTEX 1 100 100 1.0 0.0005 50 7776 -53 2334.8833542925836 2325.455805441273 150 GTEX 1 100 100 1.0 0.0005 50 7776 -54 2333.9208844600817 2327.2336360800855 150 GTEX 1 100 100 1.0 0.0005 50 7776 -55 2330.9488914411572 2325.2150762869833 150 GTEX 1 100 100 1.0 0.0005 50 7776 -56 2329.71990491642 2319.862353422796 150 GTEX 1 100 100 1.0 0.0005 50 7776 -57 2329.3163648077284 2321.772232577828 150 GTEX 1 100 100 1.0 0.0005 50 7776 -58 2327.965913770367 2317.311317820966 150 GTEX 1 100 100 1.0 0.0005 50 7776 -59 2326.490475008376 2317.9410558200157 150 GTEX 1 100 100 1.0 0.0005 50 7776 -60 2325.8833851615314 2319.631747749822 150 GTEX 1 100 100 1.0 0.0005 50 7776 -61 2324.718331941093 2323.805847400042 150 GTEX 1 100 100 1.0 0.0005 50 7776 -62 2324.054525418683 2318.413246067758 150 GTEX 1 100 100 1.0 0.0005 50 7776 -63 2322.801219617425 2313.3817937002436 150 GTEX 1 100 100 1.0 0.0005 50 7776 -64 2322.25758496723 2311.4369889756117 150 GTEX 1 100 100 1.0 0.0005 50 7776 -65 2320.508988717799 2309.581321107117 150 GTEX 1 100 100 1.0 0.0005 50 7776 -66 2318.967337945503 2311.916399473473 150 GTEX 1 100 100 1.0 0.0005 50 7776 -67 2318.314142449801 2309.8304345888782 150 GTEX 1 100 100 1.0 0.0005 50 7776 -68 2317.857007452285 2306.9226482666945 150 GTEX 1 100 100 1.0 0.0005 50 7776 -69 2316.8317882182846 2307.551492321174 150 GTEX 1 100 100 1.0 0.0005 50 7776 -70 2315.550932500107 2305.624620328838 150 GTEX 1 100 100 1.0 0.0005 50 7776 -71 2314.948581874868 2305.880720595443 150 GTEX 1 100 100 1.0 0.0005 50 7776 -72 2314.3053800011307 2306.9518091470118 150 GTEX 1 100 100 1.0 0.0005 50 7776 -73 2313.6697382344178 2305.047434295538 150 GTEX 1 100 100 1.0 0.0005 50 7776 -74 2312.780478198941 2306.236021324709 150 GTEX 1 100 100 1.0 0.0005 50 7776 -75 2312.3369121283554 2303.42114954031 150 GTEX 1 100 100 1.0 0.0005 50 7776 -76 2311.444847995834 2302.3561194822364 150 GTEX 1 100 100 1.0 0.0005 50 7776 -77 2310.092730241604 2300.8588041008197 150 GTEX 1 100 100 1.0 0.0005 50 7776 -78 2309.6370981518035 2307.154702074174 150 GTEX 1 100 100 1.0 0.0005 50 7776 -79 2308.834663620793 2299.1756652135814 150 GTEX 1 100 100 1.0 0.0005 50 7776 -80 2307.689250375069 2297.4455176523884 150 GTEX 1 100 100 1.0 0.0005 50 7776 -81 2306.7234684102095 2299.1728650227246 150 GTEX 1 100 100 1.0 0.0005 50 7776 -82 2306.1435701348682 2298.8570514867515 150 GTEX 1 100 100 1.0 0.0005 50 7776 -83 2305.3774122909267 2300.255805069956 150 GTEX 1 100 100 1.0 0.0005 50 7776 -84 2305.2150540302005 2293.6898977765563 150 GTEX 1 100 100 1.0 0.0005 50 7776 -85 2304.727786246179 2294.0724090460135 150 GTEX 1 100 100 1.0 0.0005 50 7776 -86 2303.7615075929875 2295.3658990316067 150 GTEX 1 100 100 1.0 0.0005 50 7776 -87 2303.5512253038105 2300.8400549362823 150 GTEX 1 100 100 1.0 0.0005 50 7776 -88 2302.406859900262 2294.6442880376662 150 GTEX 1 100 100 1.0 0.0005 50 7776 -89 2301.3554253993725 2291.804154660765 150 GTEX 1 100 100 1.0 0.0005 50 7776 -90 2301.2490225864763 2293.437195984583 150 GTEX 1 100 100 1.0 0.0005 50 7776 -91 2300.3451330165394 2292.0798646179896 150 GTEX 1 100 100 1.0 0.0005 50 7776 -92 2299.496025693899 2289.905714375891 150 GTEX 1 100 100 1.0 0.0005 50 7776 -93 2299.218396825197 2291.372274536597 150 GTEX 1 100 100 1.0 0.0005 50 7776 -94 2299.0304935173663 2288.7616751203063 150 GTEX 1 100 100 1.0 0.0005 50 7776 -95 2298.3420960742747 2290.0846991593394 150 GTEX 1 100 100 1.0 0.0005 50 7776 -96 2297.2526564315517 2287.8618957751605 150 GTEX 1 100 100 1.0 0.0005 50 7776 -97 2296.847577182169 2286.930807947659 150 GTEX 1 100 100 1.0 0.0005 50 7776 -98 2296.3179340952865 2288.179286478137 150 GTEX 1 100 100 1.0 0.0005 50 7776 -99 2295.6345404647805 2286.0211464769486 150 GTEX 1 100 100 1.0 0.0005 50 7776 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index d1691fa0a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4627.083800966515 4416.6617088172825 150 GTEX 1 50 100 0.5 0.0005 50 5259 -1 3420.73306777614 3550.4143293837633 150 GTEX 1 50 100 0.5 0.0005 50 5259 -2 2953.3659296870874 3029.0225263820403 150 GTEX 1 50 100 0.5 0.0005 50 5259 -3 2747.2069008112885 2786.3915449367278 150 GTEX 1 50 100 0.5 0.0005 50 5259 -4 2653.5436638299902 2648.752103044053 150 GTEX 1 50 100 0.5 0.0005 50 5259 -5 2595.591339204812 2711.9652132099573 150 GTEX 1 50 100 0.5 0.0005 50 5259 -6 2561.3646046690974 2606.0916629689727 150 GTEX 1 50 100 0.5 0.0005 50 5259 -7 2535.5526916690874 2585.263316339413 150 GTEX 1 50 100 0.5 0.0005 50 5259 -8 2518.546919330594 2551.5390560019605 150 GTEX 1 50 100 0.5 0.0005 50 5259 -9 2498.852258353648 2504.53842615628 150 GTEX 1 50 100 0.5 0.0005 50 5259 -10 2483.494849244002 2578.3579447351026 150 GTEX 1 50 100 0.5 0.0005 50 5259 -11 2468.7059345642265 2570.1029150204968 150 GTEX 1 50 100 0.5 0.0005 50 5259 -12 2460.2150472735884 2470.5074409513873 150 GTEX 1 50 100 0.5 0.0005 50 5259 -13 2453.3222282573265 2467.047119140625 150 GTEX 1 50 100 0.5 0.0005 50 5259 -14 2444.5249820820845 2450.0987223926154 150 GTEX 1 50 100 0.5 0.0005 50 5259 -15 2433.579130058897 2441.6433822573817 150 GTEX 1 50 100 0.5 0.0005 50 5259 -16 2427.857132578546 2476.838629080769 150 GTEX 1 50 100 0.5 0.0005 50 5259 -17 2422.401925691093 2434.4534624339058 150 GTEX 1 50 100 0.5 0.0005 50 5259 -18 2417.1379877551626 2436.124514503624 150 GTEX 1 50 100 0.5 0.0005 50 5259 -19 2411.99154967069 2427.1966838183967 150 GTEX 1 50 100 0.5 0.0005 50 5259 -20 2407.2475023746138 2422.281056451254 150 GTEX 1 50 100 0.5 0.0005 50 5259 -21 2404.256824796827 2437.208745339977 150 GTEX 1 50 100 0.5 0.0005 50 5259 -22 2399.1855490154535 2411.316517412889 150 GTEX 1 50 100 0.5 0.0005 50 5259 -23 2399.6983287856006 2407.554687732073 150 GTEX 1 50 100 0.5 0.0005 50 5259 -24 2393.6464300642197 2424.908347242232 150 GTEX 1 50 100 0.5 0.0005 50 5259 -25 2389.7992780328213 2405.6207293956454 150 GTEX 1 50 100 0.5 0.0005 50 5259 -26 2386.089970139902 2398.4775037874288 150 GTEX 1 50 100 0.5 0.0005 50 5259 -27 2383.221248347467 2395.6010686490017 150 GTEX 1 50 100 0.5 0.0005 50 5259 -28 2381.969093039885 2394.1974972336916 150 GTEX 1 50 100 0.5 0.0005 50 5259 -29 2376.731063512357 2390.4646754971927 150 GTEX 1 50 100 0.5 0.0005 50 5259 -30 2375.6728240976468 2385.761710395378 150 GTEX 1 50 100 0.5 0.0005 50 5259 -31 2371.5692268775333 2384.6762022301273 150 GTEX 1 50 100 0.5 0.0005 50 5259 -32 2371.2538111932404 2389.1980600103225 150 GTEX 1 50 100 0.5 0.0005 50 5259 -33 2366.5188323275092 2386.373566718156 150 GTEX 1 50 100 0.5 0.0005 50 5259 -34 2363.140645476144 2386.5347974653932 150 GTEX 1 50 100 0.5 0.0005 50 5259 -35 2362.9391026579997 2371.937831167939 150 GTEX 1 50 100 0.5 0.0005 50 5259 -36 2361.889057337123 2369.807357265922 150 GTEX 1 50 100 0.5 0.0005 50 5259 -37 2358.027743292696 2373.14045651512 150 GTEX 1 50 100 0.5 0.0005 50 5259 -38 2356.3201131025867 2390.4069471468038 150 GTEX 1 50 100 0.5 0.0005 50 5259 -39 2353.297594837041 2377.0191378865406 150 GTEX 1 50 100 0.5 0.0005 50 5259 -40 2352.3950794123666 2362.263312162102 150 GTEX 1 50 100 0.5 0.0005 50 5259 -41 2350.488917093588 2361.31186040726 150 GTEX 1 50 100 0.5 0.0005 50 5259 -42 2348.3930436607097 2375.964771111202 150 GTEX 1 50 100 0.5 0.0005 50 5259 -43 2347.826635141313 2379.207306952531 150 GTEX 1 50 100 0.5 0.0005 50 5259 -44 2346.1121173849374 2360.0999584125475 150 GTEX 1 50 100 0.5 0.0005 50 5259 -45 2342.3740165261565 2362.2919898667715 150 GTEX 1 50 100 0.5 0.0005 50 5259 -46 2342.413685290227 2357.5657058541765 150 GTEX 1 50 100 0.5 0.0005 50 5259 -47 2341.142675966928 2356.2199516731525 150 GTEX 1 50 100 0.5 0.0005 50 5259 -48 2338.4267581477516 2352.1510381082167 150 GTEX 1 50 100 0.5 0.0005 50 5259 -49 2337.145455461653 2351.0467561787073 150 GTEX 1 50 100 0.5 0.0005 50 5259 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index 5fe9bf00f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4625.8823339926275 4752.940519731761 150 GTEX 1 50 100 0.0 0.0005 50 9179 -1 3430.6786102072497 3663.75701834675 150 GTEX 1 50 100 0.0 0.0005 50 9179 -2 2957.493543876921 2942.8774488325807 150 GTEX 1 50 100 0.0 0.0005 50 9179 -3 2756.07617847688 2793.488629823402 150 GTEX 1 50 100 0.0 0.0005 50 9179 -4 2657.749284160191 2676.453691257723 150 GTEX 1 50 100 0.0 0.0005 50 9179 -5 2598.0206320877373 2532.2491840319035 150 GTEX 1 50 100 0.0 0.0005 50 9179 -6 2562.118221777375 2504.7469310687975 150 GTEX 1 50 100 0.0 0.0005 50 9179 -7 2533.0766243101034 2569.1890442126605 150 GTEX 1 50 100 0.0 0.0005 50 9179 -8 2514.8906350317634 2497.8254645169914 150 GTEX 1 50 100 0.0 0.0005 50 9179 -9 2494.2018783019716 2472.4988275680253 150 GTEX 1 50 100 0.0 0.0005 50 9179 -10 2477.698389749838 2523.3041170649653 150 GTEX 1 50 100 0.0 0.0005 50 9179 -11 2470.1153699456418 2464.234132715958 150 GTEX 1 50 100 0.0 0.0005 50 9179 -12 2457.3191520906094 2470.032198249614 150 GTEX 1 50 100 0.0 0.0005 50 9179 -13 2447.6564274255306 2425.8430454268655 150 GTEX 1 50 100 0.0 0.0005 50 9179 -14 2443.4637776752884 2422.793936957878 150 GTEX 1 50 100 0.0 0.0005 50 9179 -15 2435.9181035469837 2416.462807542924 150 GTEX 1 50 100 0.0 0.0005 50 9179 -16 2426.97101140186 2417.0275600418845 150 GTEX 1 50 100 0.0 0.0005 50 9179 -17 2425.2591733899253 2406.492399150428 150 GTEX 1 50 100 0.0 0.0005 50 9179 -18 2416.7294148732935 2413.4504570906606 150 GTEX 1 50 100 0.0 0.0005 50 9179 -19 2410.4262210229035 2410.0549692364248 150 GTEX 1 50 100 0.0 0.0005 50 9179 -20 2407.2998934002653 2382.7893632663972 150 GTEX 1 50 100 0.0 0.0005 50 9179 -21 2404.1327803416225 2384.55184692847 150 GTEX 1 50 100 0.0 0.0005 50 9179 -22 2398.481625574776 2384.3011103292833 150 GTEX 1 50 100 0.0 0.0005 50 9179 -23 2396.2364981234155 2393.039366515417 150 GTEX 1 50 100 0.0 0.0005 50 9179 -24 2394.4888968753303 2392.8886356716375 150 GTEX 1 50 100 0.0 0.0005 50 9179 -25 2390.387544062393 2366.1843967220175 150 GTEX 1 50 100 0.0 0.0005 50 9179 -26 2387.0467481974806 2410.730359211621 150 GTEX 1 50 100 0.0 0.0005 50 9179 -27 2384.596837823162 2363.8511243464827 150 GTEX 1 50 100 0.0 0.0005 50 9179 -28 2381.819449613625 2376.51405711591 150 GTEX 1 50 100 0.0 0.0005 50 9179 -29 2379.693293149889 2370.6678852037785 150 GTEX 1 50 100 0.0 0.0005 50 9179 -30 2375.4979511993142 2352.4961304175085 150 GTEX 1 50 100 0.0 0.0005 50 9179 -31 2372.347970045619 2358.8408764741266 150 GTEX 1 50 100 0.0 0.0005 50 9179 -32 2369.982342549283 2347.548324526943 150 GTEX 1 50 100 0.0 0.0005 50 9179 -33 2369.521464595148 2357.5659602060064 150 GTEX 1 50 100 0.0 0.0005 50 9179 -34 2366.4857855329697 2344.190179512981 150 GTEX 1 50 100 0.0 0.0005 50 9179 -35 2364.3640220789566 2345.1004838254516 150 GTEX 1 50 100 0.0 0.0005 50 9179 -36 2362.1651394832875 2343.723855602424 150 GTEX 1 50 100 0.0 0.0005 50 9179 -37 2359.6868543309574 2338.796251188213 150 GTEX 1 50 100 0.0 0.0005 50 9179 -38 2357.9601132449397 2337.763387817847 150 GTEX 1 50 100 0.0 0.0005 50 9179 -39 2355.173627360791 2336.856675064609 150 GTEX 1 50 100 0.0 0.0005 50 9179 -40 2354.6658593203283 2337.9085874376187 150 GTEX 1 50 100 0.0 0.0005 50 9179 -41 2351.792647063071 2332.543217067936 150 GTEX 1 50 100 0.0 0.0005 50 9179 -42 2350.5223107963025 2333.7481912243047 150 GTEX 1 50 100 0.0 0.0005 50 9179 -43 2349.2150520444784 2331.0750375029706 150 GTEX 1 50 100 0.0 0.0005 50 9179 -44 2346.600133012413 2328.4315974594524 150 GTEX 1 50 100 0.0 0.0005 50 9179 -45 2345.412201285551 2325.488608472701 150 GTEX 1 50 100 0.0 0.0005 50 9179 -46 2344.6753191957505 2319.979522356969 150 GTEX 1 50 100 0.0 0.0005 50 9179 -47 2342.575119545609 2323.203171878713 150 GTEX 1 50 100 0.0 0.0005 50 9179 -48 2341.688886807463 2323.9474819168845 150 GTEX 1 50 100 0.0 0.0005 50 9179 -49 2339.2666668334327 2324.85531743851 150 GTEX 1 50 100 0.0 0.0005 50 9179 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 2608a1e5b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4616.691921196657 4393.046065529943 150 GTEX 1 50 100 1.0 0.0005 50 8491 -1 3424.782390371653 3470.276508751931 150 GTEX 1 50 100 1.0 0.0005 50 8491 -2 2955.168962694013 3116.9109165206155 150 GTEX 1 50 100 1.0 0.0005 50 8491 -3 2748.950199877081 2631.3579853478495 150 GTEX 1 50 100 1.0 0.0005 50 8491 -4 2652.8162770749295 2796.666793533151 150 GTEX 1 50 100 1.0 0.0005 50 8491 -5 2593.480458254042 2687.3487261057808 150 GTEX 1 50 100 1.0 0.0005 50 8491 -6 2559.5394448417032 2647.2239229035467 150 GTEX 1 50 100 1.0 0.0005 50 8491 -7 2534.415234101641 2568.6750260849867 150 GTEX 1 50 100 1.0 0.0005 50 8491 -8 2518.9978417009415 2503.642966150784 150 GTEX 1 50 100 1.0 0.0005 50 8491 -9 2498.480192760461 2514.614132029022 150 GTEX 1 50 100 1.0 0.0005 50 8491 -10 2487.4113298373627 2582.344429509268 150 GTEX 1 50 100 1.0 0.0005 50 8491 -11 2471.21098796828 2503.916274154141 150 GTEX 1 50 100 1.0 0.0005 50 8491 -12 2459.9126049802107 2455.7330507923893 150 GTEX 1 50 100 1.0 0.0005 50 8491 -13 2451.80311274526 2449.1690288587215 150 GTEX 1 50 100 1.0 0.0005 50 8491 -14 2444.065164477593 2443.42963273081 150 GTEX 1 50 100 1.0 0.0005 50 8491 -15 2436.51391849133 2438.054010775606 150 GTEX 1 50 100 1.0 0.0005 50 8491 -16 2430.2652305118686 2433.341047279735 150 GTEX 1 50 100 1.0 0.0005 50 8491 -17 2423.795336117195 2418.3865298427104 150 GTEX 1 50 100 1.0 0.0005 50 8491 -18 2417.046968509444 2414.0708286299905 150 GTEX 1 50 100 1.0 0.0005 50 8491 -19 2413.252579839426 2421.0925409005167 150 GTEX 1 50 100 1.0 0.0005 50 8491 -20 2410.0881404649044 2401.7223540911655 150 GTEX 1 50 100 1.0 0.0005 50 8491 -21 2405.4018725407996 2402.1835946782912 150 GTEX 1 50 100 1.0 0.0005 50 8491 -22 2400.4029368360984 2396.024210302549 150 GTEX 1 50 100 1.0 0.0005 50 8491 -23 2397.250419709377 2393.301216618643 150 GTEX 1 50 100 1.0 0.0005 50 8491 -24 2393.0794534220845 2402.9115830338046 150 GTEX 1 50 100 1.0 0.0005 50 8491 -25 2389.614779051574 2392.664762431678 150 GTEX 1 50 100 1.0 0.0005 50 8491 -26 2386.8050900083845 2389.288383919023 150 GTEX 1 50 100 1.0 0.0005 50 8491 -27 2385.019362850477 2391.695953485177 150 GTEX 1 50 100 1.0 0.0005 50 8491 -28 2380.277069823548 2379.251786960848 150 GTEX 1 50 100 1.0 0.0005 50 8491 -29 2377.4652324614863 2396.880683927935 150 GTEX 1 50 100 1.0 0.0005 50 8491 -30 2374.5211035806124 2368.2913433118465 150 GTEX 1 50 100 1.0 0.0005 50 8491 -31 2373.4956144689695 2380.182140045746 150 GTEX 1 50 100 1.0 0.0005 50 8491 -32 2369.0132404318124 2369.875155952947 150 GTEX 1 50 100 1.0 0.0005 50 8491 -33 2368.093958191324 2366.393600173776 150 GTEX 1 50 100 1.0 0.0005 50 8491 -34 2366.2201903961623 2361.017990750505 150 GTEX 1 50 100 1.0 0.0005 50 8491 -35 2363.6773142530055 2354.875143885159 150 GTEX 1 50 100 1.0 0.0005 50 8491 -36 2359.5704447954904 2360.3944347076995 150 GTEX 1 50 100 1.0 0.0005 50 8491 -37 2358.1098482464995 2359.0572036337035 150 GTEX 1 50 100 1.0 0.0005 50 8491 -38 2355.815767466512 2365.4010213989723 150 GTEX 1 50 100 1.0 0.0005 50 8491 -39 2354.758493525206 2355.5967975805015 150 GTEX 1 50 100 1.0 0.0005 50 8491 -40 2353.7366194845417 2356.4985681105927 150 GTEX 1 50 100 1.0 0.0005 50 8491 -41 2351.2680871918574 2352.7395780730158 150 GTEX 1 50 100 1.0 0.0005 50 8491 -42 2348.8539303571783 2346.563831169796 150 GTEX 1 50 100 1.0 0.0005 50 8491 -43 2347.351886301594 2358.002979351087 150 GTEX 1 50 100 1.0 0.0005 50 8491 -44 2347.1298809299324 2345.9252795085254 150 GTEX 1 50 100 1.0 0.0005 50 8491 -45 2345.7172538231075 2356.8956451996196 150 GTEX 1 50 100 1.0 0.0005 50 8491 -46 2343.821327616449 2345.479061460314 150 GTEX 1 50 100 1.0 0.0005 50 8491 -47 2341.427523553239 2339.662159038587 150 GTEX 1 50 100 1.0 0.0005 50 8491 -48 2339.5716920092905 2336.6121793681677 150 GTEX 1 50 100 1.0 0.0005 50 8491 -49 2338.367012060191 2337.2218156821828 150 GTEX 1 50 100 1.0 0.0005 50 8491 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 7e427bb12..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3748.834480934389 2965.434987579462 50 GTEX 1 100 100 0.5 0.0005 50 806 -1 2710.016925596191 2604.098146387833 50 GTEX 1 100 100 0.5 0.0005 50 806 -2 2568.2987175435064 2545.718737003921 50 GTEX 1 100 100 0.5 0.0005 50 806 -3 2507.7779285063825 2548.1917743175204 50 GTEX 1 100 100 0.5 0.0005 50 806 -4 2472.695181261842 2456.626345094166 50 GTEX 1 100 100 0.5 0.0005 50 806 -5 2447.1272732646135 2450.7606920597673 50 GTEX 1 100 100 0.5 0.0005 50 806 -6 2424.11269920142 2417.6387280366266 50 GTEX 1 100 100 0.5 0.0005 50 806 -7 2412.570229615457 2413.5691136117216 50 GTEX 1 100 100 0.5 0.0005 50 806 -8 2398.315384712191 2398.2532007485743 50 GTEX 1 100 100 0.5 0.0005 50 806 -9 2391.002166422466 2392.374210488207 50 GTEX 1 100 100 0.5 0.0005 50 806 -10 2380.290099820429 2378.3890441198314 50 GTEX 1 100 100 0.5 0.0005 50 806 -11 2374.4515874066246 2373.198563376307 50 GTEX 1 100 100 0.5 0.0005 50 806 -12 2366.796663997719 2366.774652169231 50 GTEX 1 100 100 0.5 0.0005 50 806 -13 2361.586464464142 2358.7225838432746 50 GTEX 1 100 100 0.5 0.0005 50 806 -14 2355.341191436165 2361.130236491504 50 GTEX 1 100 100 0.5 0.0005 50 806 -15 2351.778899885375 2348.690600957254 50 GTEX 1 100 100 0.5 0.0005 50 806 -16 2347.8675585720875 2348.1936202248694 50 GTEX 1 100 100 0.5 0.0005 50 806 -17 2344.2175592374333 2343.7507036448433 50 GTEX 1 100 100 0.5 0.0005 50 806 -18 2339.927549212891 2340.4982682724867 50 GTEX 1 100 100 0.5 0.0005 50 806 -19 2336.2066253633097 2337.315512769576 50 GTEX 1 100 100 0.5 0.0005 50 806 -20 2333.5575775504303 2332.5220348517705 50 GTEX 1 100 100 0.5 0.0005 50 806 -21 2330.532898097503 2334.003836164003 50 GTEX 1 100 100 0.5 0.0005 50 806 -22 2327.420566976694 2328.2677934885933 50 GTEX 1 100 100 0.5 0.0005 50 806 -23 2325.2531032447414 2326.6353787614366 50 GTEX 1 100 100 0.5 0.0005 50 806 -24 2322.2680543629763 2325.0977337623276 50 GTEX 1 100 100 0.5 0.0005 50 806 -25 2319.312086789349 2323.2926178558696 50 GTEX 1 100 100 0.5 0.0005 50 806 -26 2316.4960853429184 2320.5778762179184 50 GTEX 1 100 100 0.5 0.0005 50 806 -27 2314.519607145834 2316.968241760486 50 GTEX 1 100 100 0.5 0.0005 50 806 -28 2312.1071335327238 2318.4297185977603 50 GTEX 1 100 100 0.5 0.0005 50 806 -29 2310.2992402267414 2313.1979985110206 50 GTEX 1 100 100 0.5 0.0005 50 806 -30 2308.4269101715167 2312.2581392585553 50 GTEX 1 100 100 0.5 0.0005 50 806 -31 2306.7837796548206 2310.0241736350404 50 GTEX 1 100 100 0.5 0.0005 50 806 -32 2305.08273752224 2311.770254853107 50 GTEX 1 100 100 0.5 0.0005 50 806 -33 2303.283069617446 2305.2619977015506 50 GTEX 1 100 100 0.5 0.0005 50 806 -34 2301.726027412451 2312.431624844047 50 GTEX 1 100 100 0.5 0.0005 50 806 -35 2300.8888924964267 2312.172236569481 50 GTEX 1 100 100 0.5 0.0005 50 806 -36 2299.226042344047 2303.005096783656 50 GTEX 1 100 100 0.5 0.0005 50 806 -37 2297.544700454127 2304.5278696270498 50 GTEX 1 100 100 0.5 0.0005 50 806 -38 2297.154284676995 2299.985875582967 50 GTEX 1 100 100 0.5 0.0005 50 806 -39 2295.604598539664 2299.034008417746 50 GTEX 1 100 100 0.5 0.0005 50 806 -40 2294.145075698809 2298.0144140439343 50 GTEX 1 100 100 0.5 0.0005 50 806 -41 2293.1163312155054 2296.3704346631416 50 GTEX 1 100 100 0.5 0.0005 50 806 -42 2292.409909040532 2297.880702493762 50 GTEX 1 100 100 0.5 0.0005 50 806 -43 2291.0149747921646 2293.8841181417833 50 GTEX 1 100 100 0.5 0.0005 50 806 -44 2290.2488893110194 2293.5893475782736 50 GTEX 1 100 100 0.5 0.0005 50 806 -45 2289.1808700102165 2292.460709604474 50 GTEX 1 100 100 0.5 0.0005 50 806 -46 2288.3784851738274 2292.617320245663 50 GTEX 1 100 100 0.5 0.0005 50 806 -47 2287.7234476761796 2291.413185264674 50 GTEX 1 100 100 0.5 0.0005 50 806 -48 2287.0825169008135 2290.4742858654645 50 GTEX 1 100 100 0.5 0.0005 50 806 -49 2286.104097157808 2289.260448383288 50 GTEX 1 100 100 0.5 0.0005 50 806 -50 2285.720440751839 2289.867244589918 50 GTEX 1 100 100 0.5 0.0005 50 806 -51 2285.115706074184 2288.13185311089 50 GTEX 1 100 100 0.5 0.0005 50 806 -52 2284.292080152396 2287.9655343987642 50 GTEX 1 100 100 0.5 0.0005 50 806 -53 2283.199598177592 2287.1470979755823 50 GTEX 1 100 100 0.5 0.0005 50 806 -54 2283.194151394317 2286.843511893269 50 GTEX 1 100 100 0.5 0.0005 50 806 -55 2282.4206727099318 2284.9292697688925 50 GTEX 1 100 100 0.5 0.0005 50 806 -56 2281.55328596725 2285.7110767437025 50 GTEX 1 100 100 0.5 0.0005 50 806 -57 2280.6527067244688 2285.471193262833 50 GTEX 1 100 100 0.5 0.0005 50 806 -58 2280.7485164337304 2284.0383667456335 50 GTEX 1 100 100 0.5 0.0005 50 806 -59 2280.742039344524 2284.783957825867 50 GTEX 1 100 100 0.5 0.0005 50 806 -60 2280.554218096001 2283.997605472463 50 GTEX 1 100 100 0.5 0.0005 50 806 -61 2279.306924144809 2284.2869538861987 50 GTEX 1 100 100 0.5 0.0005 50 806 -62 2279.0008920274868 2283.226636763308 50 GTEX 1 100 100 0.5 0.0005 50 806 -63 2278.301601056528 2281.6659719953063 50 GTEX 1 100 100 0.5 0.0005 50 806 -64 2278.0119599249365 2282.5540469789685 50 GTEX 1 100 100 0.5 0.0005 50 806 -65 2278.014680673243 2282.2050758042715 50 GTEX 1 100 100 0.5 0.0005 50 806 -66 2277.404198775186 2280.5507074508378 50 GTEX 1 100 100 0.5 0.0005 50 806 -67 2277.1308758797004 2283.305250044558 50 GTEX 1 100 100 0.5 0.0005 50 806 -68 2276.451455730061 2280.022706470562 50 GTEX 1 100 100 0.5 0.0005 50 806 -69 2276.3047115865475 2280.6706905002375 50 GTEX 1 100 100 0.5 0.0005 50 806 -70 2275.8125327257267 2280.737894152507 50 GTEX 1 100 100 0.5 0.0005 50 806 -71 2275.76151360173 2280.4330534844344 50 GTEX 1 100 100 0.5 0.0005 50 806 -72 2275.631437658445 2280.1150566072065 50 GTEX 1 100 100 0.5 0.0005 50 806 -73 2274.957741545261 2278.1320062789628 50 GTEX 1 100 100 0.5 0.0005 50 806 -74 2274.7000722493267 2278.197402547974 50 GTEX 1 100 100 0.5 0.0005 50 806 -75 2274.2408849438757 2278.3401844329255 50 GTEX 1 100 100 0.5 0.0005 50 806 -76 2274.0651343307263 2278.3165264637296 50 GTEX 1 100 100 0.5 0.0005 50 806 -77 2273.8763788129986 2279.3786857808045 50 GTEX 1 100 100 0.5 0.0005 50 806 -78 2273.8835868025526 2278.0479768818323 50 GTEX 1 100 100 0.5 0.0005 50 806 -79 2273.466385933745 2278.9578959533924 50 GTEX 1 100 100 0.5 0.0005 50 806 -80 2273.4063407500644 2276.828332008971 50 GTEX 1 100 100 0.5 0.0005 50 806 -81 2273.4871044648517 2276.749553027715 50 GTEX 1 100 100 0.5 0.0005 50 806 -82 2273.1670123283925 2276.747320487019 50 GTEX 1 100 100 0.5 0.0005 50 806 -83 2272.802319952285 2277.0805710477066 50 GTEX 1 100 100 0.5 0.0005 50 806 -84 2272.5171468881213 2276.524678161389 50 GTEX 1 100 100 0.5 0.0005 50 806 -85 2272.7232097506057 2275.909186649685 50 GTEX 1 100 100 0.5 0.0005 50 806 -86 2272.1791102352045 2277.0271687670806 50 GTEX 1 100 100 0.5 0.0005 50 806 -87 2272.0067720849397 2277.0206837237106 50 GTEX 1 100 100 0.5 0.0005 50 806 -88 2271.9903750002063 2276.3631925981763 50 GTEX 1 100 100 0.5 0.0005 50 806 -89 2271.432344679421 2276.2050716269605 50 GTEX 1 100 100 0.5 0.0005 50 806 -90 2271.8630134354453 2276.002139711561 50 GTEX 1 100 100 0.5 0.0005 50 806 -91 2271.4050623578532 2274.815606991148 50 GTEX 1 100 100 0.5 0.0005 50 806 -92 2271.2239443387225 2275.1912001693204 50 GTEX 1 100 100 0.5 0.0005 50 806 -93 2271.165583253423 2274.3270194050024 50 GTEX 1 100 100 0.5 0.0005 50 806 -94 2270.99411805998 2275.624552099424 50 GTEX 1 100 100 0.5 0.0005 50 806 -95 2270.5520144348047 2275.0628030871258 50 GTEX 1 100 100 0.5 0.0005 50 806 -96 2270.920256636746 2273.9566678239366 50 GTEX 1 100 100 0.5 0.0005 50 806 -97 2270.2818112113955 2274.6578865776496 50 GTEX 1 100 100 0.5 0.0005 50 806 -98 2270.555403778215 2277.2271459311132 50 GTEX 1 100 100 0.5 0.0005 50 806 -99 2270.2220009618113 2274.4370766991447 50 GTEX 1 100 100 0.5 0.0005 50 806 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index d94e2b5f0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3735.9501845328673 3078.5119805281606 50 GTEX 1 100 100 0.0 0.0005 50 8149 -1 2719.2537757855 2654.7921616006715 50 GTEX 1 100 100 0.0 0.0005 50 8149 -2 2570.7661789390118 2539.5290903301748 50 GTEX 1 100 100 0.0 0.0005 50 8149 -3 2514.6139741895367 2474.005485273586 50 GTEX 1 100 100 0.0 0.0005 50 8149 -4 2476.6798386727414 2433.5313702137296 50 GTEX 1 100 100 0.0 0.0005 50 8149 -5 2451.158712062914 2411.7693423427104 50 GTEX 1 100 100 0.0 0.0005 50 8149 -6 2429.5903463697086 2405.7248781153457 50 GTEX 1 100 100 0.0 0.0005 50 8149 -7 2415.645478104039 2389.574599813599 50 GTEX 1 100 100 0.0 0.0005 50 8149 -8 2404.486681093494 2383.253780466522 50 GTEX 1 100 100 0.0 0.0005 50 8149 -9 2394.3295839123734 2366.7513896521505 50 GTEX 1 100 100 0.0 0.0005 50 8149 -10 2385.9299389130088 2363.2982934291826 50 GTEX 1 100 100 0.0 0.0005 50 8149 -11 2377.3608995443465 2354.327931451254 50 GTEX 1 100 100 0.0 0.0005 50 8149 -12 2372.1842455309397 2351.301412488118 50 GTEX 1 100 100 0.0 0.0005 50 8149 -13 2364.9176316157027 2341.838764611306 50 GTEX 1 100 100 0.0 0.0005 50 8149 -14 2360.358824490871 2336.5606318136583 50 GTEX 1 100 100 0.0 0.0005 50 8149 -15 2354.98855520224 2335.4255380376662 50 GTEX 1 100 100 0.0 0.0005 50 8149 -16 2350.88114874882 2328.5292690262595 50 GTEX 1 100 100 0.0 0.0005 50 8149 -17 2346.107836865064 2326.991613815946 50 GTEX 1 100 100 0.0 0.0005 50 8149 -18 2342.2426918217557 2320.629306343572 50 GTEX 1 100 100 0.0 0.0005 50 8149 -19 2339.4935310084124 2315.471711249406 50 GTEX 1 100 100 0.0 0.0005 50 8149 -20 2335.545483602167 2311.210391664686 50 GTEX 1 100 100 0.0 0.0005 50 8149 -21 2332.6475828659754 2309.976834953511 50 GTEX 1 100 100 0.0 0.0005 50 8149 -22 2329.6568408424905 2307.9584408604146 50 GTEX 1 100 100 0.0 0.0005 50 8149 -23 2327.776259545906 2305.2229737256416 50 GTEX 1 100 100 0.0 0.0005 50 8149 -24 2324.6364343791674 2304.2114160341907 50 GTEX 1 100 100 0.0 0.0005 50 8149 -25 2322.5146246088384 2307.450549919796 50 GTEX 1 100 100 0.0 0.0005 50 8149 -26 2318.9982819638285 2296.799167879634 50 GTEX 1 100 100 0.0 0.0005 50 8149 -27 2317.583006729379 2296.5679973413735 50 GTEX 1 100 100 0.0 0.0005 50 8149 -28 2314.5089157618654 2295.5749618472255 50 GTEX 1 100 100 0.0 0.0005 50 8149 -29 2312.925022575336 2291.9999568344524 50 GTEX 1 100 100 0.0 0.0005 50 8149 -30 2311.040252359966 2291.7703931685182 50 GTEX 1 100 100 0.0 0.0005 50 8149 -31 2309.29304196382 2293.591096943322 50 GTEX 1 100 100 0.0 0.0005 50 8149 -32 2307.0473394268 2302.611923623901 50 GTEX 1 100 100 0.0 0.0005 50 8149 -33 2305.8400993149726 2287.9263906732713 50 GTEX 1 100 100 0.0 0.0005 50 8149 -34 2304.6665096055294 2284.277984735177 50 GTEX 1 100 100 0.0 0.0005 50 8149 -35 2303.0320675500257 2281.851169832759 50 GTEX 1 100 100 0.0 0.0005 50 8149 -36 2301.2831773879825 2281.9535051353078 50 GTEX 1 100 100 0.0 0.0005 50 8149 -37 2299.8903104049346 2282.0354208130348 50 GTEX 1 100 100 0.0 0.0005 50 8149 -38 2298.720579855518 2280.012183823966 50 GTEX 1 100 100 0.0 0.0005 50 8149 -39 2298.2143601622743 2281.1435621138307 50 GTEX 1 100 100 0.0 0.0005 50 8149 -40 2297.6647875205485 2278.9637622905775 50 GTEX 1 100 100 0.0 0.0005 50 8149 -41 2295.8818035470254 2278.7184311319215 50 GTEX 1 100 100 0.0 0.0005 50 8149 -42 2294.742157688385 2276.978764871227 50 GTEX 1 100 100 0.0 0.0005 50 8149 -43 2294.0457600559016 2274.8948835365672 50 GTEX 1 100 100 0.0 0.0005 50 8149 -44 2293.0516738964134 2273.7611459942373 50 GTEX 1 100 100 0.0 0.0005 50 8149 -45 2291.626142924724 2271.3500025063868 50 GTEX 1 100 100 0.0 0.0005 50 8149 -46 2290.753195593699 2271.691367725909 50 GTEX 1 100 100 0.0 0.0005 50 8149 -47 2290.025265833991 2273.123220929628 50 GTEX 1 100 100 0.0 0.0005 50 8149 -48 2289.237790750931 2270.141122100018 50 GTEX 1 100 100 0.0 0.0005 50 8149 -49 2288.6710272773184 2271.3103445074858 50 GTEX 1 100 100 0.0 0.0005 50 8149 -50 2287.747617108071 2268.2521095420925 50 GTEX 1 100 100 0.0 0.0005 50 8149 -51 2287.271290109517 2269.898474631654 50 GTEX 1 100 100 0.0 0.0005 50 8149 -52 2286.087582425506 2269.374570201105 50 GTEX 1 100 100 0.0 0.0005 50 8149 -53 2285.9989144548995 2267.3109274744534 50 GTEX 1 100 100 0.0 0.0005 50 8149 -54 2285.3993028362916 2267.3669470725404 50 GTEX 1 100 100 0.0 0.0005 50 8149 -55 2284.0545231750752 2266.234273816243 50 GTEX 1 100 100 0.0 0.0005 50 8149 -56 2284.211520812221 2266.21208254738 50 GTEX 1 100 100 0.0 0.0005 50 8149 -57 2283.6551708762595 2265.836503757723 50 GTEX 1 100 100 0.0 0.0005 50 8149 -58 2283.1244015756624 2263.6140234189343 50 GTEX 1 100 100 0.0 0.0005 50 8149 -59 2282.5656061072755 2264.816795204076 50 GTEX 1 100 100 0.0 0.0005 50 8149 -60 2282.708837560531 2264.486811300648 50 GTEX 1 100 100 0.0 0.0005 50 8149 -61 2281.442424590023 2265.4205484716613 50 GTEX 1 100 100 0.0 0.0005 50 8149 -62 2280.854583221239 2261.9894657497625 50 GTEX 1 100 100 0.0 0.0005 50 8149 -63 2280.673313178343 2261.787656138605 50 GTEX 1 100 100 0.0 0.0005 50 8149 -64 2280.3405337754257 2261.305662670063 50 GTEX 1 100 100 0.0 0.0005 50 8149 -65 2279.3389698261067 2261.468613077026 50 GTEX 1 100 100 0.0 0.0005 50 8149 -66 2279.7645086375287 2260.738897171311 50 GTEX 1 100 100 0.0 0.0005 50 8149 -67 2279.1211287709116 2260.2997981894605 50 GTEX 1 100 100 0.0 0.0005 50 8149 -68 2279.2709899818533 2260.2699731166826 50 GTEX 1 100 100 0.0 0.0005 50 8149 -69 2278.6880792118345 2259.7264246487343 50 GTEX 1 100 100 0.0 0.0005 50 8149 -70 2278.5828030768475 2260.7917262320284 50 GTEX 1 100 100 0.0 0.0005 50 8149 -71 2277.8643053150913 2261.6930632500594 50 GTEX 1 100 100 0.0 0.0005 50 8149 -72 2277.750860539613 2259.147997954046 50 GTEX 1 100 100 0.0 0.0005 50 8149 -73 2277.671387311888 2257.399364398913 50 GTEX 1 100 100 0.0 0.0005 50 8149 -74 2277.116256738044 2259.3447358454137 50 GTEX 1 100 100 0.0 0.0005 50 8149 -75 2276.6138811442875 2259.1670571678947 50 GTEX 1 100 100 0.0 0.0005 50 8149 -76 2276.932189896276 2257.112345996465 50 GTEX 1 100 100 0.0 0.0005 50 8149 -77 2276.1914261330066 2257.6011586932627 50 GTEX 1 100 100 0.0 0.0005 50 8149 -78 2276.662836845465 2256.7017427741803 50 GTEX 1 100 100 0.0 0.0005 50 8149 -79 2275.971105272344 2257.0662298746433 50 GTEX 1 100 100 0.0 0.0005 50 8149 -80 2275.7316419505337 2259.1078252175917 50 GTEX 1 100 100 0.0 0.0005 50 8149 -81 2275.633923550021 2258.0665413163915 50 GTEX 1 100 100 0.0 0.0005 50 8149 -82 2274.9320408639883 2257.386925758971 50 GTEX 1 100 100 0.0 0.0005 50 8149 -83 2275.1140647332923 2257.507684859939 50 GTEX 1 100 100 0.0 0.0005 50 8149 -84 2274.832769268 2256.9400806499525 50 GTEX 1 100 100 0.0 0.0005 50 8149 -85 2275.177802869507 2255.7130999546994 50 GTEX 1 100 100 0.0 0.0005 50 8149 -86 2274.295291012943 2255.1905262298005 50 GTEX 1 100 100 0.0 0.0005 50 8149 -87 2274.3231613918333 2255.910690017526 50 GTEX 1 100 100 0.0 0.0005 50 8149 -88 2274.2387723164184 2254.9669969217857 50 GTEX 1 100 100 0.0 0.0005 50 8149 -89 2274.098765623762 2254.4670373024596 50 GTEX 1 100 100 0.0 0.0005 50 8149 -90 2273.9454338611263 2255.3076691718156 50 GTEX 1 100 100 0.0 0.0005 50 8149 -91 2273.755210147131 2255.057942553618 50 GTEX 1 100 100 0.0 0.0005 50 8149 -92 2273.8160241919713 2256.702699378416 50 GTEX 1 100 100 0.0 0.0005 50 8149 -93 2273.644757777015 2254.1676169275784 50 GTEX 1 100 100 0.0 0.0005 50 8149 -94 2273.1989653512696 2255.1798258154113 50 GTEX 1 100 100 0.0 0.0005 50 8149 -95 2273.0346815077623 2254.2592508874463 50 GTEX 1 100 100 0.0 0.0005 50 8149 -96 2272.990230867751 2255.1521334920094 50 GTEX 1 100 100 0.0 0.0005 50 8149 -97 2272.3971440730384 2254.04045540117 50 GTEX 1 100 100 0.0 0.0005 50 8149 -98 2272.69084016456 2254.1612409584422 50 GTEX 1 100 100 0.0 0.0005 50 8149 -99 2272.3265845440906 2253.4190896618047 50 GTEX 1 100 100 0.0 0.0005 50 8149 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index 9ef493359..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3740.5488248498486 3066.656502495247 50 GTEX 1 100 100 1.0 0.0005 50 2966 -1 2713.856479095559 2620.609064022398 50 GTEX 1 100 100 1.0 0.0005 50 2966 -2 2570.1022658581287 2510.6124267578125 50 GTEX 1 100 100 1.0 0.0005 50 2966 -3 2509.500428503288 2467.90397382961 50 GTEX 1 100 100 1.0 0.0005 50 2966 -4 2474.9162476707743 2437.505164084779 50 GTEX 1 100 100 1.0 0.0005 50 2966 -5 2445.450908083466 2421.008119300291 50 GTEX 1 100 100 1.0 0.0005 50 2966 -6 2430.8469602416208 2419.891742662785 50 GTEX 1 100 100 1.0 0.0005 50 2966 -7 2414.5930347791177 2390.9994838700095 50 GTEX 1 100 100 1.0 0.0005 50 2966 -8 2402.347338457149 2379.3065974594524 50 GTEX 1 100 100 1.0 0.0005 50 2966 -9 2392.3945097681008 2369.772816241014 50 GTEX 1 100 100 1.0 0.0005 50 2966 -10 2383.538719047497 2360.507698320164 50 GTEX 1 100 100 1.0 0.0005 50 2966 -11 2376.912185941337 2377.7912309885933 50 GTEX 1 100 100 1.0 0.0005 50 2966 -12 2371.6567072059934 2350.235124595265 50 GTEX 1 100 100 1.0 0.0005 50 2966 -13 2364.611940707276 2345.2729633751933 50 GTEX 1 100 100 1.0 0.0005 50 2966 -14 2358.5970352348536 2348.2926540592325 50 GTEX 1 100 100 1.0 0.0005 50 2966 -15 2354.2360192034253 2342.2506247400784 50 GTEX 1 100 100 1.0 0.0005 50 2966 -16 2350.9329299515753 2333.697981105558 50 GTEX 1 100 100 1.0 0.0005 50 2966 -17 2345.4375856955 2334.5456338744652 50 GTEX 1 100 100 1.0 0.0005 50 2966 -18 2341.8684237020702 2323.479936142838 50 GTEX 1 100 100 1.0 0.0005 50 2966 -19 2338.1333084920398 2325.303081555965 50 GTEX 1 100 100 1.0 0.0005 50 2966 -20 2335.2638610859185 2318.9984000898585 50 GTEX 1 100 100 1.0 0.0005 50 2966 -21 2331.69849522519 2319.354358513546 50 GTEX 1 100 100 1.0 0.0005 50 2966 -22 2329.1903474218834 2313.268321686371 50 GTEX 1 100 100 1.0 0.0005 50 2966 -23 2326.861434657684 2310.703823075095 50 GTEX 1 100 100 1.0 0.0005 50 2966 -24 2324.148753410284 2308.800484196768 50 GTEX 1 100 100 1.0 0.0005 50 2966 -25 2320.1978431347875 2303.9305563807034 50 GTEX 1 100 100 1.0 0.0005 50 2966 -26 2318.5415154337516 2305.1086061426895 50 GTEX 1 100 100 1.0 0.0005 50 2966 -27 2316.5622787080697 2301.1236082591936 50 GTEX 1 100 100 1.0 0.0005 50 2966 -28 2314.3735680109194 2300.7925795638516 50 GTEX 1 100 100 1.0 0.0005 50 2966 -29 2312.5566075898105 2298.659969199293 50 GTEX 1 100 100 1.0 0.0005 50 2966 -30 2310.7274443152037 2296.4711969759983 50 GTEX 1 100 100 1.0 0.0005 50 2966 -31 2309.1205776170677 2293.6104165428947 50 GTEX 1 100 100 1.0 0.0005 50 2966 -32 2307.373629310409 2299.774776560272 50 GTEX 1 100 100 1.0 0.0005 50 2966 -33 2305.6809327022897 2299.9724109490107 50 GTEX 1 100 100 1.0 0.0005 50 2966 -34 2304.1182765007725 2290.336759966136 50 GTEX 1 100 100 1.0 0.0005 50 2966 -35 2302.4319094066273 2293.0371260842444 50 GTEX 1 100 100 1.0 0.0005 50 2966 -36 2301.6096895950654 2288.277423583056 50 GTEX 1 100 100 1.0 0.0005 50 2966 -37 2299.6580253642173 2285.5149194985743 50 GTEX 1 100 100 1.0 0.0005 50 2966 -38 2298.5812490303488 2285.623535388323 50 GTEX 1 100 100 1.0 0.0005 50 2966 -39 2296.989442742512 2283.304046746896 50 GTEX 1 100 100 1.0 0.0005 50 2966 -40 2296.115302044272 2283.2799747597583 50 GTEX 1 100 100 1.0 0.0005 50 2966 -41 2295.0572513247084 2280.196698438985 50 GTEX 1 100 100 1.0 0.0005 50 2966 -42 2294.103991295627 2278.8462206474273 50 GTEX 1 100 100 1.0 0.0005 50 2966 -43 2293.3543233237824 2278.806543850627 50 GTEX 1 100 100 1.0 0.0005 50 2966 -44 2292.1922403047265 2279.055004511496 50 GTEX 1 100 100 1.0 0.0005 50 2966 -45 2291.5291889497316 2276.5117199103643 50 GTEX 1 100 100 1.0 0.0005 50 2966 -46 2290.575579588348 2276.1747656992634 50 GTEX 1 100 100 1.0 0.0005 50 2966 -47 2289.5983155354206 2274.4682682167895 50 GTEX 1 100 100 1.0 0.0005 50 2966 -48 2289.005119319701 2279.2511183590036 50 GTEX 1 100 100 1.0 0.0005 50 2966 -49 2288.0248169577135 2277.23542350508 50 GTEX 1 100 100 1.0 0.0005 50 2966 -50 2287.262901672834 2273.5775916966195 50 GTEX 1 100 100 1.0 0.0005 50 2966 -51 2286.4880688809235 2271.6732579220384 50 GTEX 1 100 100 1.0 0.0005 50 2966 -52 2286.182152115985 2272.2904535445878 50 GTEX 1 100 100 1.0 0.0005 50 2966 -53 2285.326054201643 2271.3231017834332 50 GTEX 1 100 100 1.0 0.0005 50 2966 -54 2285.0141300609603 2270.1727995781844 50 GTEX 1 100 100 1.0 0.0005 50 2966 -55 2284.4481332048995 2270.1291738299815 50 GTEX 1 100 100 1.0 0.0005 50 2966 -56 2283.6299358854276 2272.572259591106 50 GTEX 1 100 100 1.0 0.0005 50 2966 -57 2283.0630467697824 2269.9313985730305 50 GTEX 1 100 100 1.0 0.0005 50 2966 -58 2282.5329230608627 2267.8341892953154 50 GTEX 1 100 100 1.0 0.0005 50 2966 -59 2282.127678919206 2268.832879244148 50 GTEX 1 100 100 1.0 0.0005 50 2966 -60 2281.741398523737 2266.5242279400845 50 GTEX 1 100 100 1.0 0.0005 50 2966 -61 2281.024561005912 2267.7563044907024 50 GTEX 1 100 100 1.0 0.0005 50 2966 -62 2281.0135929619005 2267.2810720001335 50 GTEX 1 100 100 1.0 0.0005 50 2966 -63 2280.262267969699 2266.250866559975 50 GTEX 1 100 100 1.0 0.0005 50 2966 -64 2279.7855558442734 2266.749374795776 50 GTEX 1 100 100 1.0 0.0005 50 2966 -65 2279.452425535949 2266.307846939609 50 GTEX 1 100 100 1.0 0.0005 50 2966 -66 2279.2127164746207 2268.7067532267406 50 GTEX 1 100 100 1.0 0.0005 50 2966 -67 2279.0350699097853 2268.7035197558967 50 GTEX 1 100 100 1.0 0.0005 50 2966 -68 2278.8521905554326 2269.1639501767468 50 GTEX 1 100 100 1.0 0.0005 50 2966 -69 2278.2684883076577 2264.5111571337334 50 GTEX 1 100 100 1.0 0.0005 50 2966 -70 2277.6931074977965 2263.7160936943023 50 GTEX 1 100 100 1.0 0.0005 50 2966 -71 2277.272133164463 2264.4579131267824 50 GTEX 1 100 100 1.0 0.0005 50 2966 -72 2277.4129065262473 2264.1716826116176 50 GTEX 1 100 100 1.0 0.0005 50 2966 -73 2277.74993173759 2262.557435706541 50 GTEX 1 100 100 1.0 0.0005 50 2966 -74 2277.017997705434 2263.673769642645 50 GTEX 1 100 100 1.0 0.0005 50 2966 -75 2276.503863827762 2263.457038908404 50 GTEX 1 100 100 1.0 0.0005 50 2966 -76 2276.02467976239 2262.1382174763844 50 GTEX 1 100 100 1.0 0.0005 50 2966 -77 2276.3971445630214 2262.286014455353 50 GTEX 1 100 100 1.0 0.0005 50 2966 -78 2276.104106183816 2262.051189930267 50 GTEX 1 100 100 1.0 0.0005 50 2966 -79 2275.1370798934786 2262.6647037172497 50 GTEX 1 100 100 1.0 0.0005 50 2966 -80 2275.4709437325873 2261.8617372694125 50 GTEX 1 100 100 1.0 0.0005 50 2966 -81 2275.1773285398867 2261.5250090972554 50 GTEX 1 100 100 1.0 0.0005 50 2966 -82 2274.9658907669404 2261.99668344708 50 GTEX 1 100 100 1.0 0.0005 50 2966 -83 2274.7078788179497 2260.207642297781 50 GTEX 1 100 100 1.0 0.0005 50 2966 -84 2274.6362688421787 2260.43420062047 50 GTEX 1 100 100 1.0 0.0005 50 2966 -85 2274.4307859136093 2261.138951986915 50 GTEX 1 100 100 1.0 0.0005 50 2966 -86 2274.033385579307 2262.3357198156787 50 GTEX 1 100 100 1.0 0.0005 50 2966 -87 2273.9591659267057 2259.0908107975138 50 GTEX 1 100 100 1.0 0.0005 50 2966 -88 2273.804806127535 2260.29045540117 50 GTEX 1 100 100 1.0 0.0005 50 2966 -89 2273.329650653256 2260.0115075637177 50 GTEX 1 100 100 1.0 0.0005 50 2966 -90 2273.474129784506 2260.408867085388 50 GTEX 1 100 100 1.0 0.0005 50 2966 -91 2273.2741462737335 2260.1680525282945 50 GTEX 1 100 100 1.0 0.0005 50 2966 -92 2272.8717835175394 2260.240333702174 50 GTEX 1 100 100 1.0 0.0005 50 2966 -93 2272.8152087823987 2259.1298712088583 50 GTEX 1 100 100 1.0 0.0005 50 2966 -94 2272.831465757698 2259.697342673182 50 GTEX 1 100 100 1.0 0.0005 50 2966 -95 2273.051385244674 2259.6698701227574 50 GTEX 1 100 100 1.0 0.0005 50 2966 -96 2272.668397665905 2260.0926485823134 50 GTEX 1 100 100 1.0 0.0005 50 2966 -97 2272.057890701334 2259.06436400903 50 GTEX 1 100 100 1.0 0.0005 50 2966 -98 2271.944294907846 2258.638937366326 50 GTEX 1 100 100 1.0 0.0005 50 2966 -99 2272.3130829511806 2258.729542779379 50 GTEX 1 100 100 1.0 0.0005 50 2966 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index f142cbe51..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3741.610139270789 3267.6012037153932 50 GTEX 1 50 100 0.5 0.0005 50 4571 -1 2717.4821460144035 2769.2399809514613 50 GTEX 1 50 100 0.5 0.0005 50 4571 -2 2566.838778397369 2569.869199107355 50 GTEX 1 50 100 0.5 0.0005 50 4571 -3 2514.609466085316 2607.640609219047 50 GTEX 1 50 100 0.5 0.0005 50 4571 -4 2472.6429649797074 2451.1422290874525 50 GTEX 1 50 100 0.5 0.0005 50 4571 -5 2448.43966451411 2422.295693749257 50 GTEX 1 50 100 0.5 0.0005 50 4571 -6 2429.3382863251954 2420.223805938837 50 GTEX 1 50 100 0.5 0.0005 50 4571 -7 2411.577145936006 2395.6250724067254 50 GTEX 1 50 100 0.5 0.0005 50 4571 -8 2401.00479234611 2383.1005186363773 50 GTEX 1 50 100 0.5 0.0005 50 4571 -9 2391.8303499625754 2366.5340251269904 50 GTEX 1 50 100 0.5 0.0005 50 4571 -10 2382.7649934373185 2361.7713312069272 50 GTEX 1 50 100 0.5 0.0005 50 4571 -11 2375.5623356750752 2355.735611019932 50 GTEX 1 50 100 0.5 0.0005 50 4571 -12 2369.9475668099963 2357.2722984865136 50 GTEX 1 50 100 0.5 0.0005 50 4571 -13 2363.3600680684794 2350.2401234441836 50 GTEX 1 50 100 0.5 0.0005 50 4571 -14 2357.796369156717 2350.052891256238 50 GTEX 1 50 100 0.5 0.0005 50 4571 -15 2353.642136160066 2354.4746311898466 50 GTEX 1 50 100 0.5 0.0005 50 4571 -16 2349.1486953859458 2331.7966577798243 50 GTEX 1 50 100 0.5 0.0005 50 4571 -17 2345.578307712193 2330.97524896774 50 GTEX 1 50 100 0.5 0.0005 50 4571 -18 2340.5468442599954 2324.3827660854326 50 GTEX 1 50 100 0.5 0.0005 50 4571 -19 2337.553992729473 2325.304340783181 50 GTEX 1 50 100 0.5 0.0005 50 4571 -20 2333.7286705628762 2325.7067304836028 50 GTEX 1 50 100 0.5 0.0005 50 4571 -21 2331.741503689626 2316.0372769315886 50 GTEX 1 50 100 0.5 0.0005 50 4571 -22 2328.0045510680193 2320.9068218274715 50 GTEX 1 50 100 0.5 0.0005 50 4571 -23 2326.0506109936987 2318.0662368368285 50 GTEX 1 50 100 0.5 0.0005 50 4571 -24 2324.0454566015087 2308.7734644204493 50 GTEX 1 50 100 0.5 0.0005 50 4571 -25 2321.5306742180487 2309.383220948194 50 GTEX 1 50 100 0.5 0.0005 50 4571 -26 2318.5740944231857 2307.708108996257 50 GTEX 1 50 100 0.5 0.0005 50 4571 -27 2316.2564684242384 2302.270717606345 50 GTEX 1 50 100 0.5 0.0005 50 4571 -28 2313.9918867018328 2297.8035331697065 50 GTEX 1 50 100 0.5 0.0005 50 4571 -29 2312.9171337410958 2303.2108001128804 50 GTEX 1 50 100 0.5 0.0005 50 4571 -30 2310.2187394008874 2296.964514206571 50 GTEX 1 50 100 0.5 0.0005 50 4571 -31 2308.423530988813 2294.3115884178947 50 GTEX 1 50 100 0.5 0.0005 50 4571 -32 2307.0960705093185 2293.909036730632 50 GTEX 1 50 100 0.5 0.0005 50 4571 -33 2305.2548963773006 2295.8586606798062 50 GTEX 1 50 100 0.5 0.0005 50 4571 -34 2303.285847951684 2291.524366719641 50 GTEX 1 50 100 0.5 0.0005 50 4571 -35 2302.5484843888225 2291.9661419654526 50 GTEX 1 50 100 0.5 0.0005 50 4571 -36 2300.9677286427113 2286.8070950236156 50 GTEX 1 50 100 0.5 0.0005 50 4571 -37 2299.402578529365 2286.669482329046 50 GTEX 1 50 100 0.5 0.0005 50 4571 -38 2297.812276103422 2288.162124691807 50 GTEX 1 50 100 0.5 0.0005 50 4571 -39 2296.6368179329347 2283.6793073646922 50 GTEX 1 50 100 0.5 0.0005 50 4571 -40 2295.853420000891 2286.107915261852 50 GTEX 1 50 100 0.5 0.0005 50 4571 -41 2294.8975021992514 2280.85540005644 50 GTEX 1 50 100 0.5 0.0005 50 4571 -42 2293.490918959032 2281.240465519546 50 GTEX 1 50 100 0.5 0.0005 50 4571 -43 2293.5089355932946 2280.0998762587633 50 GTEX 1 50 100 0.5 0.0005 50 4571 -44 2291.512927306697 2279.4507123707817 50 GTEX 1 50 100 0.5 0.0005 50 4571 -45 2290.7410128295164 2279.956551323372 50 GTEX 1 50 100 0.5 0.0005 50 4571 -46 2290.227437919632 2279.671573769457 50 GTEX 1 50 100 0.5 0.0005 50 4571 -47 2289.2864103751435 2278.110512621049 50 GTEX 1 50 100 0.5 0.0005 50 4571 -48 2288.582588850992 2277.636777232355 50 GTEX 1 50 100 0.5 0.0005 50 4571 -49 2288.0130185467447 2275.83597184678 50 GTEX 1 50 100 0.5 0.0005 50 4571 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index c47d4f718..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3747.8390260452425 3255.9768813680785 50 GTEX 1 50 100 0.0 0.0005 50 6161 -1 2723.8609067393645 2729.7262194963464 50 GTEX 1 50 100 0.0 0.0005 50 6161 -2 2568.948166472186 2509.6373133206093 50 GTEX 1 50 100 0.0 0.0005 50 6161 -3 2512.790466740553 2500.6255504767705 50 GTEX 1 50 100 0.0 0.0005 50 6161 -4 2476.6295595008896 2436.8691202025902 50 GTEX 1 50 100 0.0 0.0005 50 6161 -5 2448.347252813226 2435.639165261852 50 GTEX 1 50 100 0.0 0.0005 50 6161 -6 2429.2372183214966 2402.5825891531013 50 GTEX 1 50 100 0.0 0.0005 50 6161 -7 2412.48988408852 2389.2374448594937 50 GTEX 1 50 100 0.0 0.0005 50 6161 -8 2403.429686055839 2385.4221743739604 50 GTEX 1 50 100 0.0 0.0005 50 6161 -9 2393.592441177247 2374.2102083271448 50 GTEX 1 50 100 0.0 0.0005 50 6161 -10 2385.495730466068 2383.525043444035 50 GTEX 1 50 100 0.0 0.0005 50 6161 -11 2375.920616851836 2353.9006709689875 50 GTEX 1 50 100 0.0 0.0005 50 6161 -12 2370.4772990222614 2351.013376214205 50 GTEX 1 50 100 0.0 0.0005 50 6161 -13 2364.419814697601 2345.247713618405 50 GTEX 1 50 100 0.0 0.0005 50 6161 -14 2358.3717181176635 2339.655643361603 50 GTEX 1 50 100 0.0 0.0005 50 6161 -15 2354.327301750695 2337.5444015676985 50 GTEX 1 50 100 0.0 0.0005 50 6161 -16 2349.499024830084 2331.6665772412666 50 GTEX 1 50 100 0.0 0.0005 50 6161 -17 2345.9114148365707 2332.3201143097967 50 GTEX 1 50 100 0.0 0.0005 50 6161 -18 2341.5465310059367 2322.9781020712035 50 GTEX 1 50 100 0.0 0.0005 50 6161 -19 2339.1851226784074 2321.67460185584 50 GTEX 1 50 100 0.0 0.0005 50 6161 -20 2335.113847464383 2323.9966553662666 50 GTEX 1 50 100 0.0 0.0005 50 6161 -21 2331.863104598127 2315.849623763516 50 GTEX 1 50 100 0.0 0.0005 50 6161 -22 2328.7684978494376 2315.8338980439044 50 GTEX 1 50 100 0.0 0.0005 50 6161 -23 2326.331043288941 2308.7696718861393 50 GTEX 1 50 100 0.0 0.0005 50 6161 -24 2323.8284763696015 2307.9100481040578 50 GTEX 1 50 100 0.0 0.0005 50 6161 -25 2320.8369929755995 2312.3738345302104 50 GTEX 1 50 100 0.0 0.0005 50 6161 -26 2318.332173603042 2307.777265309381 50 GTEX 1 50 100 0.0 0.0005 50 6161 -27 2316.077000307813 2301.5168573067667 50 GTEX 1 50 100 0.0 0.0005 50 6161 -28 2314.4128406621767 2300.4399780737585 50 GTEX 1 50 100 0.0 0.0005 50 6161 -29 2312.7602132634247 2297.883797417122 50 GTEX 1 50 100 0.0 0.0005 50 6161 -30 2310.8190957167412 2301.9172855275665 50 GTEX 1 50 100 0.0 0.0005 50 6161 -31 2308.6739827792017 2295.6460336895498 50 GTEX 1 50 100 0.0 0.0005 50 6161 -32 2306.9592863594426 2292.4829096921044 50 GTEX 1 50 100 0.0 0.0005 50 6161 -33 2305.4678377026776 2294.2115506364366 50 GTEX 1 50 100 0.0 0.0005 50 6161 -34 2303.487091570554 2292.815860878832 50 GTEX 1 50 100 0.0 0.0005 50 6161 -35 2302.760184328622 2288.320542252109 50 GTEX 1 50 100 0.0 0.0005 50 6161 -36 2301.080486822647 2287.5073432487225 50 GTEX 1 50 100 0.0 0.0005 50 6161 -37 2298.971473327166 2287.898280618762 50 GTEX 1 50 100 0.0 0.0005 50 6161 -38 2298.413166784744 2283.6556962742097 50 GTEX 1 50 100 0.0 0.0005 50 6161 -39 2296.973610273268 2286.2139688354027 50 GTEX 1 50 100 0.0 0.0005 50 6161 -40 2295.677958864716 2282.981311638546 50 GTEX 1 50 100 0.0 0.0005 50 6161 -41 2295.279362713282 2281.802678677519 50 GTEX 1 50 100 0.0 0.0005 50 6161 -42 2293.980246735989 2281.6857093259864 50 GTEX 1 50 100 0.0 0.0005 50 6161 -43 2292.890283352699 2279.5739913186194 50 GTEX 1 50 100 0.0 0.0005 50 6161 -44 2292.0277551554495 2280.6355170768475 50 GTEX 1 50 100 0.0 0.0005 50 6161 -45 2290.773235085321 2277.5056491170094 50 GTEX 1 50 100 0.0 0.0005 50 6161 -46 2290.5957878147447 2277.411117031547 50 GTEX 1 50 100 0.0 0.0005 50 6161 -47 2289.4903255376817 2275.413330078125 50 GTEX 1 50 100 0.0 0.0005 50 6161 -48 2288.4338602493367 2277.798111948224 50 GTEX 1 50 100 0.0 0.0005 50 6161 -49 2287.870781114868 2273.638335369386 50 GTEX 1 50 100 0.0 0.0005 50 6161 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index 0252ffd68..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0005lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3741.6944576596666 3209.607443225701 50 GTEX 1 50 100 1.0 0.0005 50 9737 -1 2706.802284596122 2627.422494634476 50 GTEX 1 50 100 1.0 0.0005 50 9737 -2 2566.8832085612357 2541.717514908359 50 GTEX 1 50 100 1.0 0.0005 50 9737 -3 2506.5484994493618 2471.9155640112585 50 GTEX 1 50 100 1.0 0.0005 50 9737 -4 2469.1468654272735 2442.753047116356 50 GTEX 1 50 100 1.0 0.0005 50 9737 -5 2443.6547711272547 2413.380773972196 50 GTEX 1 50 100 1.0 0.0005 50 9737 -6 2423.9895294695552 2415.4050970621433 50 GTEX 1 50 100 1.0 0.0005 50 9737 -7 2410.962396180276 2385.3679394159935 50 GTEX 1 50 100 1.0 0.0005 50 9737 -8 2400.7029811254306 2387.6294479080025 50 GTEX 1 50 100 1.0 0.0005 50 9737 -9 2388.6744286382136 2370.2799011926686 50 GTEX 1 50 100 1.0 0.0005 50 9737 -10 2382.9298214459604 2379.0702684061607 50 GTEX 1 50 100 1.0 0.0005 50 9737 -11 2375.708024394566 2352.0377341150784 50 GTEX 1 50 100 1.0 0.0005 50 9737 -12 2368.70148363332 2372.947886651913 50 GTEX 1 50 100 1.0 0.0005 50 9737 -13 2362.8545411342525 2349.984273816243 50 GTEX 1 50 100 1.0 0.0005 50 9737 -14 2357.3429172862807 2338.2268019991684 50 GTEX 1 50 100 1.0 0.0005 50 9737 -15 2352.450563547842 2334.276744073788 50 GTEX 1 50 100 1.0 0.0005 50 9737 -16 2349.107182892094 2332.0925733907143 50 GTEX 1 50 100 1.0 0.0005 50 9737 -17 2344.937304522453 2331.434865973295 50 GTEX 1 50 100 1.0 0.0005 50 9737 -18 2342.1920052932637 2324.4724770897697 50 GTEX 1 50 100 1.0 0.0005 50 9737 -19 2337.510804699053 2326.6778434492335 50 GTEX 1 50 100 1.0 0.0005 50 9737 -20 2334.9752320148277 2315.8342665755704 50 GTEX 1 50 100 1.0 0.0005 50 9737 -21 2331.3287570268762 2318.7287541958767 50 GTEX 1 50 100 1.0 0.0005 50 9737 -22 2329.5658135765193 2311.3140270392705 50 GTEX 1 50 100 1.0 0.0005 50 9737 -23 2326.6065087008656 2306.8531313123813 50 GTEX 1 50 100 1.0 0.0005 50 9737 -24 2323.3997728076392 2307.5176240754217 50 GTEX 1 50 100 1.0 0.0005 50 9737 -25 2321.485076011367 2304.030659142556 50 GTEX 1 50 100 1.0 0.0005 50 9737 -26 2318.6545202300176 2314.4099585239424 50 GTEX 1 50 100 1.0 0.0005 50 9737 -27 2316.6135789793248 2300.3798902388307 50 GTEX 1 50 100 1.0 0.0005 50 9737 -28 2314.3238311990003 2299.2983751188212 50 GTEX 1 50 100 1.0 0.0005 50 9737 -29 2312.4951294370826 2296.2540659161123 50 GTEX 1 50 100 1.0 0.0005 50 9737 -30 2310.943245131526 2295.1084462445046 50 GTEX 1 50 100 1.0 0.0005 50 9737 -31 2309.3525842441177 2293.1484644204493 50 GTEX 1 50 100 1.0 0.0005 50 9737 -32 2307.133993694998 2290.819877131357 50 GTEX 1 50 100 1.0 0.0005 50 9737 -33 2306.2830803970783 2290.5185741816185 50 GTEX 1 50 100 1.0 0.0005 50 9737 -34 2303.5542340591414 2287.607599178648 50 GTEX 1 50 100 1.0 0.0005 50 9737 -35 2302.7671397962577 2289.58550073892 50 GTEX 1 50 100 1.0 0.0005 50 9737 -36 2301.4604849101647 2287.3183960425085 50 GTEX 1 50 100 1.0 0.0005 50 9737 -37 2300.3693351741576 2285.148927173687 50 GTEX 1 50 100 1.0 0.0005 50 9737 -38 2298.6226380741987 2282.790166702561 50 GTEX 1 50 100 1.0 0.0005 50 9737 -39 2297.293745244583 2280.9506376433283 50 GTEX 1 50 100 1.0 0.0005 50 9737 -40 2296.3382870730647 2280.386271777715 50 GTEX 1 50 100 1.0 0.0005 50 9737 -41 2295.634144145659 2278.504355078868 50 GTEX 1 50 100 1.0 0.0005 50 9737 -42 2293.806260810579 2276.6658095443204 50 GTEX 1 50 100 1.0 0.0005 50 9737 -43 2293.2037051144353 2277.1503395689756 50 GTEX 1 50 100 1.0 0.0005 50 9737 -44 2291.8779258192108 2276.7557192030063 50 GTEX 1 50 100 1.0 0.0005 50 9737 -45 2291.5266257955263 2276.8033730394486 50 GTEX 1 50 100 1.0 0.0005 50 9737 -46 2290.368330605244 2276.629660022576 50 GTEX 1 50 100 1.0 0.0005 50 9737 -47 2289.625058514321 2274.1655370908093 50 GTEX 1 50 100 1.0 0.0005 50 9737 -48 2288.811328269416 2278.0277879374107 50 GTEX 1 50 100 1.0 0.0005 50 9737 -49 2288.3218713431775 2271.1336298605333 50 GTEX 1 50 100 1.0 0.0005 50 9737 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 3d9ef794a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3400.039323222691 2915.438876656072 100 GTEX 1 100 100 0.5 0.0015 50 7715 -1 2578.2548051114645 2535.3777560970175 100 GTEX 1 100 100 0.5 0.0015 50 7715 -2 2493.556900522456 2558.0644354874644 100 GTEX 1 100 100 0.5 0.0015 50 7715 -3 2448.1449129469884 2449.594806395556 100 GTEX 1 100 100 0.5 0.0015 50 7715 -4 2422.7261198387737 2417.266981233662 100 GTEX 1 100 100 0.5 0.0015 50 7715 -5 2403.617884797809 2400.395709251723 100 GTEX 1 100 100 0.5 0.0015 50 7715 -6 2389.355849389656 2383.937975285171 100 GTEX 1 100 100 0.5 0.0015 50 7715 -7 2380.2093010073645 2365.364036879159 100 GTEX 1 100 100 0.5 0.0015 50 7715 -8 2371.3984622828393 2356.798661032557 100 GTEX 1 100 100 0.5 0.0015 50 7715 -9 2365.2552549161314 2361.2277581392586 100 GTEX 1 100 100 0.5 0.0015 50 7715 -10 2356.991743368824 2345.7939833724454 100 GTEX 1 100 100 0.5 0.0015 50 7715 -11 2351.099428339066 2367.1102865821053 100 GTEX 1 100 100 0.5 0.0015 50 7715 -12 2346.922488407511 2338.4184690990373 100 GTEX 1 100 100 0.5 0.0015 50 7715 -13 2342.302444047002 2332.0388220725404 100 GTEX 1 100 100 0.5 0.0015 50 7715 -14 2338.711289282219 2332.602164961086 100 GTEX 1 100 100 0.5 0.0015 50 7715 -15 2334.195030321198 2325.606101844701 100 GTEX 1 100 100 0.5 0.0015 50 7715 -16 2330.88921557594 2324.541612516338 100 GTEX 1 100 100 0.5 0.0015 50 7715 -17 2327.941765588277 2318.9493449976235 100 GTEX 1 100 100 0.5 0.0015 50 7715 -18 2324.545356154933 2319.810913550083 100 GTEX 1 100 100 0.5 0.0015 50 7715 -19 2322.7853303745906 2316.9953474037547 100 GTEX 1 100 100 0.5 0.0015 50 7715 -20 2320.160908451727 2313.1003158047174 100 GTEX 1 100 100 0.5 0.0015 50 7715 -21 2317.594335169 2313.10516612702 100 GTEX 1 100 100 0.5 0.0015 50 7715 -22 2315.567875426234 2310.402012349988 100 GTEX 1 100 100 0.5 0.0015 50 7715 -23 2313.0345412693846 2306.300656858959 100 GTEX 1 100 100 0.5 0.0015 50 7715 -24 2311.887193595392 2306.782292471186 100 GTEX 1 100 100 0.5 0.0015 50 7715 -25 2309.5510364797206 2303.4301804227066 100 GTEX 1 100 100 0.5 0.0015 50 7715 -26 2307.317958749183 2301.846413267883 100 GTEX 1 100 100 0.5 0.0015 50 7715 -27 2305.5914527004165 2300.618298664746 100 GTEX 1 100 100 0.5 0.0015 50 7715 -28 2304.959602785498 2298.1999864469462 100 GTEX 1 100 100 0.5 0.0015 50 7715 -29 2302.9131519820908 2299.590231775784 100 GTEX 1 100 100 0.5 0.0015 50 7715 -30 2302.326895657696 2294.8966022680015 100 GTEX 1 100 100 0.5 0.0015 50 7715 -31 2301.1736127644467 2297.4658249539566 100 GTEX 1 100 100 0.5 0.0015 50 7715 -32 2299.24191225833 2292.661298976652 100 GTEX 1 100 100 0.5 0.0015 50 7715 -33 2298.0445607057327 2291.5372411923718 100 GTEX 1 100 100 0.5 0.0015 50 7715 -34 2297.256046393888 2292.242664641754 100 GTEX 1 100 100 0.5 0.0015 50 7715 -35 2295.575119622975 2291.258746361098 100 GTEX 1 100 100 0.5 0.0015 50 7715 -36 2294.9959214563996 2289.1400104711265 100 GTEX 1 100 100 0.5 0.0015 50 7715 -37 2293.666145315842 2289.4444733246196 100 GTEX 1 100 100 0.5 0.0015 50 7715 -38 2292.7122178779327 2287.3941478656725 100 GTEX 1 100 100 0.5 0.0015 50 7715 -39 2291.3914535617555 2290.3851694317373 100 GTEX 1 100 100 0.5 0.0015 50 7715 -40 2291.4525397278458 2284.385129515209 100 GTEX 1 100 100 0.5 0.0015 50 7715 -41 2290.1054380615724 2286.0520140209123 100 GTEX 1 100 100 0.5 0.0015 50 7715 -42 2288.7195735329797 2282.661143023705 100 GTEX 1 100 100 0.5 0.0015 50 7715 -43 2288.175516426922 2285.2616881163854 100 GTEX 1 100 100 0.5 0.0015 50 7715 -44 2287.4645899644406 2281.2613028754754 100 GTEX 1 100 100 0.5 0.0015 50 7715 -45 2287.4920559781676 2287.4273723413735 100 GTEX 1 100 100 0.5 0.0015 50 7715 -46 2286.2495020222386 2280.0782419647103 100 GTEX 1 100 100 0.5 0.0015 50 7715 -47 2285.722725543954 2279.803015647279 100 GTEX 1 100 100 0.5 0.0015 50 7715 -48 2284.623388702821 2281.749935947897 100 GTEX 1 100 100 0.5 0.0015 50 7715 -49 2284.4715130158133 2278.444627420984 100 GTEX 1 100 100 0.5 0.0015 50 7715 -50 2282.9192465490733 2280.4288529660766 100 GTEX 1 100 100 0.5 0.0015 50 7715 -51 2282.7691804219594 2280.2910249079137 100 GTEX 1 100 100 0.5 0.0015 50 7715 -52 2282.2813355665567 2277.7493084229445 100 GTEX 1 100 100 0.5 0.0015 50 7715 -53 2281.930558587148 2278.2628354844937 100 GTEX 1 100 100 0.5 0.0015 50 7715 -54 2280.9477410377413 2275.7144807880823 100 GTEX 1 100 100 0.5 0.0015 50 7715 -55 2280.9669610194046 2275.1830636956392 100 GTEX 1 100 100 0.5 0.0015 50 7715 -56 2280.267995487615 2274.9371435361218 100 GTEX 1 100 100 0.5 0.0015 50 7715 -57 2279.4230998293 2273.420091752317 100 GTEX 1 100 100 0.5 0.0015 50 7715 -58 2279.6825409048374 2280.8474928707224 100 GTEX 1 100 100 0.5 0.0015 50 7715 -59 2278.932018608431 2273.083918466314 100 GTEX 1 100 100 0.5 0.0015 50 7715 -60 2279.105223165214 2275.7303842754873 100 GTEX 1 100 100 0.5 0.0015 50 7715 -61 2278.045582114599 2273.6600067950926 100 GTEX 1 100 100 0.5 0.0015 50 7715 -62 2277.774538415103 2278.0160306633197 100 GTEX 1 100 100 0.5 0.0015 50 7715 -63 2277.591242832834 2272.2913219611455 100 GTEX 1 100 100 0.5 0.0015 50 7715 -64 2277.4373149152566 2272.7523504336978 100 GTEX 1 100 100 0.5 0.0015 50 7715 -65 2276.926612132729 2276.4981174251425 100 GTEX 1 100 100 0.5 0.0015 50 7715 -66 2275.972302043653 2270.8308588180253 100 GTEX 1 100 100 0.5 0.0015 50 7715 -67 2275.8973548947993 2272.611046852721 100 GTEX 1 100 100 0.5 0.0015 50 7715 -68 2275.0262749159087 2270.5119127628923 100 GTEX 1 100 100 0.5 0.0015 50 7715 -69 2274.9470386337903 2271.610120417954 100 GTEX 1 100 100 0.5 0.0015 50 7715 -70 2274.792819820866 2270.717327857652 100 GTEX 1 100 100 0.5 0.0015 50 7715 -71 2274.2772095461537 2269.3965150086146 100 GTEX 1 100 100 0.5 0.0015 50 7715 -72 2274.84114308255 2268.610988370366 100 GTEX 1 100 100 0.5 0.0015 50 7715 -73 2273.69023996081 2268.0212680831155 100 GTEX 1 100 100 0.5 0.0015 50 7715 -74 2273.747299547317 2270.5720697555253 100 GTEX 1 100 100 0.5 0.0015 50 7715 -75 2273.389154379605 2269.661254418667 100 GTEX 1 100 100 0.5 0.0015 50 7715 -76 2272.9232927279877 2268.9613654423124 100 GTEX 1 100 100 0.5 0.0015 50 7715 -77 2273.265914115934 2270.683072978553 100 GTEX 1 100 100 0.5 0.0015 50 7715 -78 2273.123390714332 2268.1512975656487 100 GTEX 1 100 100 0.5 0.0015 50 7715 -79 2272.470428450679 2267.7799828823076 100 GTEX 1 100 100 0.5 0.0015 50 7715 -80 2271.8334996783647 2267.7573195772934 100 GTEX 1 100 100 0.5 0.0015 50 7715 -81 2272.073016614663 2267.0881653992396 100 GTEX 1 100 100 0.5 0.0015 50 7715 -82 2271.8884402418435 2268.3626954981582 100 GTEX 1 100 100 0.5 0.0015 50 7715 -83 2271.5766269921173 2265.7930606508435 100 GTEX 1 100 100 0.5 0.0015 50 7715 -84 2271.17903883948 2266.0541732265924 100 GTEX 1 100 100 0.5 0.0015 50 7715 -85 2271.1477417495066 2265.898301969463 100 GTEX 1 100 100 0.5 0.0015 50 7715 -86 2270.927047753669 2265.5327241266637 100 GTEX 1 100 100 0.5 0.0015 50 7715 -87 2270.8382038016925 2268.432147472077 100 GTEX 1 100 100 0.5 0.0015 50 7715 -88 2270.4164592661928 2264.821469151022 100 GTEX 1 100 100 0.5 0.0015 50 7715 -89 2270.2186628087616 2267.0352527923005 100 GTEX 1 100 100 0.5 0.0015 50 7715 -90 2270.1915308347006 2265.694738815946 100 GTEX 1 100 100 0.5 0.0015 50 7715 -91 2270.544177693526 2265.2335859523528 100 GTEX 1 100 100 0.5 0.0015 50 7715 -92 2270.1542707511535 2268.614490813629 100 GTEX 1 100 100 0.5 0.0015 50 7715 -93 2270.268020683072 2266.3163412696053 100 GTEX 1 100 100 0.5 0.0015 50 7715 -94 2269.9956176409664 2267.970403286894 100 GTEX 1 100 100 0.5 0.0015 50 7715 -95 2269.3637477398875 2263.4088120841257 100 GTEX 1 100 100 0.5 0.0015 50 7715 -96 2269.194768953792 2265.260221416053 100 GTEX 1 100 100 0.5 0.0015 50 7715 -97 2268.7037136762488 2263.855988593156 100 GTEX 1 100 100 0.5 0.0015 50 7715 -98 2268.5943904597466 2264.6290464219937 100 GTEX 1 100 100 0.5 0.0015 50 7715 -99 2269.0335378093805 2263.1155824842563 100 GTEX 1 100 100 0.5 0.0015 50 7715 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index ee301489b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3385.6246826713436 3985.800050684708 100 GTEX 1 100 100 0.0 0.0015 50 8404 -1 2586.3460339926687 2970.086895496673 100 GTEX 1 100 100 0.0 0.0015 50 8404 -2 2501.0643576814114 2501.316663386704 100 GTEX 1 100 100 0.0 0.0015 50 8404 -3 2453.1567051686948 2451.3806913542658 100 GTEX 1 100 100 0.0 0.0015 50 8404 -4 2424.61089673339 2442.7993665339827 100 GTEX 1 100 100 0.0 0.0015 50 8404 -5 2406.1095478093725 2411.3045696069985 100 GTEX 1 100 100 0.0 0.0015 50 8404 -6 2393.0089356706603 2402.5746931068797 100 GTEX 1 100 100 0.0 0.0015 50 8404 -7 2382.5039014017443 2394.4501461130585 100 GTEX 1 100 100 0.0 0.0015 50 8404 -8 2372.824820887895 2391.892799058341 100 GTEX 1 100 100 0.0 0.0015 50 8404 -9 2365.1545429755583 2374.043255592027 100 GTEX 1 100 100 0.0 0.0015 50 8404 -10 2357.1880715268335 2366.5648931350997 100 GTEX 1 100 100 0.0 0.0015 50 8404 -11 2352.029575546553 2358.4798867113236 100 GTEX 1 100 100 0.0 0.0015 50 8404 -12 2347.1884793218796 2357.1829365197245 100 GTEX 1 100 100 0.0 0.0015 50 8404 -13 2342.7534919562277 2347.227617038973 100 GTEX 1 100 100 0.0 0.0015 50 8404 -14 2338.1220179358643 2344.4549955070697 100 GTEX 1 100 100 0.0 0.0015 50 8404 -15 2333.9055819206683 2341.700238013902 100 GTEX 1 100 100 0.0 0.0015 50 8404 -16 2330.7958439204112 2336.4118392422174 100 GTEX 1 100 100 0.0 0.0015 50 8404 -17 2327.0182069798793 2333.254828971602 100 GTEX 1 100 100 0.0 0.0015 50 8404 -18 2324.653262571837 2338.1399445624406 100 GTEX 1 100 100 0.0 0.0015 50 8404 -19 2322.2333098021004 2331.280872185421 100 GTEX 1 100 100 0.0 0.0015 50 8404 -20 2319.722119383038 2327.2536686074145 100 GTEX 1 100 100 0.0 0.0015 50 8404 -21 2317.410862006468 2325.603926858068 100 GTEX 1 100 100 0.0 0.0015 50 8404 -22 2315.073341911995 2325.842261020675 100 GTEX 1 100 100 0.0 0.0015 50 8404 -23 2312.6202239007043 2328.608420716492 100 GTEX 1 100 100 0.0 0.0015 50 8404 -24 2311.0316210205106 2319.9645299875237 100 GTEX 1 100 100 0.0 0.0015 50 8404 -25 2309.013407516117 2316.6822542255823 100 GTEX 1 100 100 0.0 0.0015 50 8404 -26 2306.837034675757 2315.3477695015445 100 GTEX 1 100 100 0.0 0.0015 50 8404 -27 2305.146845827942 2312.8454580560838 100 GTEX 1 100 100 0.0 0.0015 50 8404 -28 2303.987623950301 2311.398907215423 100 GTEX 1 100 100 0.0 0.0015 50 8404 -29 2301.6776688203927 2313.5389371806677 100 GTEX 1 100 100 0.0 0.0015 50 8404 -30 2300.7679357354414 2315.3629247861218 100 GTEX 1 100 100 0.0 0.0015 50 8404 -31 2299.728468689758 2309.013450941659 100 GTEX 1 100 100 0.0 0.0015 50 8404 -32 2298.1895973090323 2309.688166513189 100 GTEX 1 100 100 0.0 0.0015 50 8404 -33 2297.4774032339724 2305.512395474394 100 GTEX 1 100 100 0.0 0.0015 50 8404 -34 2295.386469271136 2306.5167807227303 100 GTEX 1 100 100 0.0 0.0015 50 8404 -35 2294.784064438271 2304.9058684722554 100 GTEX 1 100 100 0.0 0.0015 50 8404 -36 2293.3724573477275 2302.0860906680728 100 GTEX 1 100 100 0.0 0.0015 50 8404 -37 2292.06601356707 2302.608207209482 100 GTEX 1 100 100 0.0 0.0015 50 8404 -38 2291.789693521121 2303.4059752257604 100 GTEX 1 100 100 0.0 0.0015 50 8404 -39 2290.449476068597 2301.423626685777 100 GTEX 1 100 100 0.0 0.0015 50 8404 -40 2289.797267089792 2297.630683927935 100 GTEX 1 100 100 0.0 0.0015 50 8404 -41 2288.107967845336 2297.2989859345294 100 GTEX 1 100 100 0.0 0.0015 50 8404 -42 2288.5856258448343 2296.1394107949145 100 GTEX 1 100 100 0.0 0.0015 50 8404 -43 2286.943220374475 2295.0068210848385 100 GTEX 1 100 100 0.0 0.0015 50 8404 -44 2286.275378091743 2299.065408336799 100 GTEX 1 100 100 0.0 0.0015 50 8404 -45 2285.905380795419 2295.5399100300024 100 GTEX 1 100 100 0.0 0.0015 50 8404 -46 2285.0977110507633 2294.0972115984437 100 GTEX 1 100 100 0.0 0.0015 50 8404 -47 2284.4532115981006 2292.5336663423836 100 GTEX 1 100 100 0.0 0.0015 50 8404 -48 2284.0501426470323 2293.987183081333 100 GTEX 1 100 100 0.0 0.0015 50 8404 -49 2282.973955324664 2291.9752350433696 100 GTEX 1 100 100 0.0 0.0015 50 8404 -50 2282.4052973951043 2290.940860414686 100 GTEX 1 100 100 0.0 0.0015 50 8404 -51 2281.767950177054 2291.821795909577 100 GTEX 1 100 100 0.0 0.0015 50 8404 -52 2280.89097822638 2291.679586316243 100 GTEX 1 100 100 0.0 0.0015 50 8404 -53 2280.153359433798 2289.8339119682746 100 GTEX 1 100 100 0.0 0.0015 50 8404 -54 2279.793531328191 2288.768744987227 100 GTEX 1 100 100 0.0 0.0015 50 8404 -55 2279.34029386413 2287.6277588818916 100 GTEX 1 100 100 0.0 0.0015 50 8404 -56 2278.8811510182163 2287.365733795746 100 GTEX 1 100 100 0.0 0.0015 50 8404 -57 2278.806690293833 2288.585182799133 100 GTEX 1 100 100 0.0 0.0015 50 8404 -58 2278.202035483456 2286.4979187707936 100 GTEX 1 100 100 0.0 0.0015 50 8404 -59 2277.7945292694358 2285.995547914686 100 GTEX 1 100 100 0.0 0.0015 50 8404 -60 2276.7228948202887 2286.2863825228733 100 GTEX 1 100 100 0.0 0.0015 50 8404 -61 2276.625660987468 2288.6265855216257 100 GTEX 1 100 100 0.0 0.0015 50 8404 -62 2276.4243065550068 2285.3473285631535 100 GTEX 1 100 100 0.0 0.0015 50 8404 -63 2275.8134418510517 2286.658937403458 100 GTEX 1 100 100 0.0 0.0015 50 8404 -64 2275.888603225761 2285.7637665607176 100 GTEX 1 100 100 0.0 0.0015 50 8404 -65 2275.6183601589732 2284.09857804331 100 GTEX 1 100 100 0.0 0.0015 50 8404 -66 2274.8044108141685 2285.0879342546937 100 GTEX 1 100 100 0.0 0.0015 50 8404 -67 2274.6243463107044 2284.9415427088284 100 GTEX 1 100 100 0.0 0.0015 50 8404 -68 2274.184512597625 2283.6222067713284 100 GTEX 1 100 100 0.0 0.0015 50 8404 -69 2273.2912377679536 2282.7600812440587 100 GTEX 1 100 100 0.0 0.0015 50 8404 -70 2273.194216794193 2283.8580410453305 100 GTEX 1 100 100 0.0 0.0015 50 8404 -71 2273.2512970631537 2282.9720389362524 100 GTEX 1 100 100 0.0 0.0015 50 8404 -72 2272.7856328748053 2283.844500987702 100 GTEX 1 100 100 0.0 0.0015 50 8404 -73 2272.3491547736544 2282.7596078154706 100 GTEX 1 100 100 0.0 0.0015 50 8404 -74 2272.0618635374854 2281.1584092056796 100 GTEX 1 100 100 0.0 0.0015 50 8404 -75 2272.1250814661703 2281.4397947362168 100 GTEX 1 100 100 0.0 0.0015 50 8404 -76 2272.072055061125 2280.8732148957342 100 GTEX 1 100 100 0.0 0.0015 50 8404 -77 2271.2355329594743 2280.770119786716 100 GTEX 1 100 100 0.0 0.0015 50 8404 -78 2271.4419029383316 2283.0120594329255 100 GTEX 1 100 100 0.0 0.0015 50 8404 -79 2270.5509563803457 2280.495227654171 100 GTEX 1 100 100 0.0 0.0015 50 8404 -80 2270.225734892422 2278.9695436891043 100 GTEX 1 100 100 0.0 0.0015 50 8404 -81 2270.155501408676 2279.625597819629 100 GTEX 1 100 100 0.0 0.0015 50 8404 -82 2270.5733300492416 2282.2941430385576 100 GTEX 1 100 100 0.0 0.0015 50 8404 -83 2270.280652452475 2278.190727669023 100 GTEX 1 100 100 0.0 0.0015 50 8404 -84 2269.9926628353755 2279.0987831956986 100 GTEX 1 100 100 0.0 0.0015 50 8404 -85 2269.926455131765 2283.995481077709 100 GTEX 1 100 100 0.0 0.0015 50 8404 -86 2269.76764638741 2279.394640788379 100 GTEX 1 100 100 0.0 0.0015 50 8404 -87 2269.295294442826 2278.8790909799786 100 GTEX 1 100 100 0.0 0.0015 50 8404 -88 2269.1784557077794 2278.5512890253685 100 GTEX 1 100 100 0.0 0.0015 50 8404 -89 2269.0770251938065 2279.0483231345056 100 GTEX 1 100 100 0.0 0.0015 50 8404 -90 2268.0472318109946 2277.8336752539803 100 GTEX 1 100 100 0.0 0.0015 50 8404 -91 2268.1400562841236 2281.4333115494296 100 GTEX 1 100 100 0.0 0.0015 50 8404 -92 2268.629130791293 2281.2568090170507 100 GTEX 1 100 100 0.0 0.0015 50 8404 -93 2268.663245878364 2279.267591121079 100 GTEX 1 100 100 0.0 0.0015 50 8404 -94 2268.106996492132 2277.4302602557627 100 GTEX 1 100 100 0.0 0.0015 50 8404 -95 2268.708253655172 2277.4318244266874 100 GTEX 1 100 100 0.0 0.0015 50 8404 -96 2267.5917207728576 2278.47053788914 100 GTEX 1 100 100 0.0 0.0015 50 8404 -97 2267.90224503126 2276.5934250980276 100 GTEX 1 100 100 0.0 0.0015 50 8404 -98 2267.958647421223 2285.938988051034 100 GTEX 1 100 100 0.0 0.0015 50 8404 -99 2267.6599253131353 2275.5091408849216 100 GTEX 1 100 100 0.0 0.0015 50 8404 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index 85daf35da..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3370.9835048928185 3232.4222351770436 100 GTEX 1 100 100 1.0 0.0015 50 7692 -1 2582.5946142531707 2656.2854078169557 100 GTEX 1 100 100 1.0 0.0015 50 7692 -2 2492.8206932428106 2718.6510951981345 100 GTEX 1 100 100 1.0 0.0015 50 7692 -3 2448.401572000518 2486.385545389734 100 GTEX 1 100 100 1.0 0.0015 50 7692 -4 2422.390829838807 2452.636315871554 100 GTEX 1 100 100 1.0 0.0015 50 7692 -5 2402.8146100228096 2410.9577376797174 100 GTEX 1 100 100 1.0 0.0015 50 7692 -6 2391.243800550803 2397.9226705456867 100 GTEX 1 100 100 1.0 0.0015 50 7692 -7 2380.4645881850274 2407.4685866207224 100 GTEX 1 100 100 1.0 0.0015 50 7692 -8 2369.9216258048104 2381.6946209229445 100 GTEX 1 100 100 1.0 0.0015 50 7692 -9 2361.7893561805154 2374.5625705501425 100 GTEX 1 100 100 1.0 0.0015 50 7692 -10 2356.0191603584326 2367.137562566837 100 GTEX 1 100 100 1.0 0.0015 50 7692 -11 2349.1264543220036 2362.8784318931203 100 GTEX 1 100 100 1.0 0.0015 50 7692 -12 2346.3629850937796 2356.7696036567254 100 GTEX 1 100 100 1.0 0.0015 50 7692 -13 2340.8628558413434 2348.235261518239 100 GTEX 1 100 100 1.0 0.0015 50 7692 -14 2337.6833152331783 2346.923582127792 100 GTEX 1 100 100 1.0 0.0015 50 7692 -15 2333.260969410807 2344.329146120485 100 GTEX 1 100 100 1.0 0.0015 50 7692 -16 2329.9214205791745 2338.5061322926567 100 GTEX 1 100 100 1.0 0.0015 50 7692 -17 2326.7770627574732 2334.7498941747863 100 GTEX 1 100 100 1.0 0.0015 50 7692 -18 2323.385154181755 2345.3116283344225 100 GTEX 1 100 100 1.0 0.0015 50 7692 -19 2321.2251933061475 2332.8963015016043 100 GTEX 1 100 100 1.0 0.0015 50 7692 -20 2318.7889150923934 2334.080651809054 100 GTEX 1 100 100 1.0 0.0015 50 7692 -21 2316.0171873762147 2328.4240666958767 100 GTEX 1 100 100 1.0 0.0015 50 7692 -22 2314.11516611259 2324.5089570832342 100 GTEX 1 100 100 1.0 0.0015 50 7692 -23 2311.757001036083 2323.916537324739 100 GTEX 1 100 100 1.0 0.0015 50 7692 -24 2309.490740063551 2321.1222680385576 100 GTEX 1 100 100 1.0 0.0015 50 7692 -25 2308.2804397481464 2320.3125436296937 100 GTEX 1 100 100 1.0 0.0015 50 7692 -26 2306.0040927531163 2315.947252628921 100 GTEX 1 100 100 1.0 0.0015 50 7692 -27 2304.5128705202114 2318.625632166409 100 GTEX 1 100 100 1.0 0.0015 50 7692 -28 2303.1186638712516 2318.8037183638307 100 GTEX 1 100 100 1.0 0.0015 50 7692 -29 2301.3118726408593 2314.8229367796457 100 GTEX 1 100 100 1.0 0.0015 50 7692 -30 2300.203106947984 2312.190232889734 100 GTEX 1 100 100 1.0 0.0015 50 7692 -31 2298.4901962336685 2312.3192542478614 100 GTEX 1 100 100 1.0 0.0015 50 7692 -32 2297.2786374090592 2310.618186341492 100 GTEX 1 100 100 1.0 0.0015 50 7692 -33 2296.5343832110884 2311.1356799919795 100 GTEX 1 100 100 1.0 0.0015 50 7692 -34 2294.8665700178913 2306.9808307836265 100 GTEX 1 100 100 1.0 0.0015 50 7692 -35 2293.8997069693573 2308.7192438509983 100 GTEX 1 100 100 1.0 0.0015 50 7692 -36 2293.0976610466787 2306.9924836249406 100 GTEX 1 100 100 1.0 0.0015 50 7692 -37 2291.7448116958085 2304.275099141516 100 GTEX 1 100 100 1.0 0.0015 50 7692 -38 2290.952875469559 2305.235495447659 100 GTEX 1 100 100 1.0 0.0015 50 7692 -39 2289.4492227730207 2301.6704361484076 100 GTEX 1 100 100 1.0 0.0015 50 7692 -40 2288.852622204929 2302.0510662354445 100 GTEX 1 100 100 1.0 0.0015 50 7692 -41 2288.019649593861 2303.3280943663854 100 GTEX 1 100 100 1.0 0.0015 50 7692 -42 2287.649177426356 2302.3118037814875 100 GTEX 1 100 100 1.0 0.0015 50 7692 -43 2286.2424551082463 2298.068894999109 100 GTEX 1 100 100 1.0 0.0015 50 7692 -44 2285.7722263644437 2298.7363077025902 100 GTEX 1 100 100 1.0 0.0015 50 7692 -45 2285.3725287047687 2296.7827213417895 100 GTEX 1 100 100 1.0 0.0015 50 7692 -46 2284.6084450890676 2298.164150687678 100 GTEX 1 100 100 1.0 0.0015 50 7692 -47 2283.4057436409453 2295.6555352156606 100 GTEX 1 100 100 1.0 0.0015 50 7692 -48 2282.652301637225 2295.572695423895 100 GTEX 1 100 100 1.0 0.0015 50 7692 -49 2282.348552764702 2296.348299555905 100 GTEX 1 100 100 1.0 0.0015 50 7692 -50 2281.705146129524 2293.9775139986336 100 GTEX 1 100 100 1.0 0.0015 50 7692 -51 2281.4225084194604 2294.3599069109437 100 GTEX 1 100 100 1.0 0.0015 50 7692 -52 2280.859291238645 2293.2588939594225 100 GTEX 1 100 100 1.0 0.0015 50 7692 -53 2279.7512447896725 2292.005891865197 100 GTEX 1 100 100 1.0 0.0015 50 7692 -54 2279.897210994441 2294.3160367900427 100 GTEX 1 100 100 1.0 0.0015 50 7692 -55 2279.34051002413 2291.560313873871 100 GTEX 1 100 100 1.0 0.0015 50 7692 -56 2278.3015249157024 2294.524671199204 100 GTEX 1 100 100 1.0 0.0015 50 7692 -57 2278.318756622511 2291.6206091819154 100 GTEX 1 100 100 1.0 0.0015 50 7692 -58 2278.0965428790055 2289.7568610013664 100 GTEX 1 100 100 1.0 0.0015 50 7692 -59 2277.438298646986 2290.0882405908387 100 GTEX 1 100 100 1.0 0.0015 50 7692 -60 2276.4669831975957 2290.211003408686 100 GTEX 1 100 100 1.0 0.0015 50 7692 -61 2275.9806129340323 2289.826724208353 100 GTEX 1 100 100 1.0 0.0015 50 7692 -62 2276.361309866675 2289.3327367514257 100 GTEX 1 100 100 1.0 0.0015 50 7692 -63 2275.2083108284864 2288.0347496583886 100 GTEX 1 100 100 1.0 0.0015 50 7692 -64 2274.9898833922275 2287.235391479028 100 GTEX 1 100 100 1.0 0.0015 50 7692 -65 2274.5881123295476 2288.756259468572 100 GTEX 1 100 100 1.0 0.0015 50 7692 -66 2274.394970687652 2288.635970547172 100 GTEX 1 100 100 1.0 0.0015 50 7692 -67 2273.662741995014 2288.1382467175617 100 GTEX 1 100 100 1.0 0.0015 50 7692 -68 2273.5921400438283 2287.1171123084005 100 GTEX 1 100 100 1.0 0.0015 50 7692 -69 2273.646114643919 2289.6436512298005 100 GTEX 1 100 100 1.0 0.0015 50 7692 -70 2273.142660003788 2285.6149911626662 100 GTEX 1 100 100 1.0 0.0015 50 7692 -71 2272.8151248147346 2287.083360563213 100 GTEX 1 100 100 1.0 0.0015 50 7692 -72 2272.803933312551 2284.0816552920032 100 GTEX 1 100 100 1.0 0.0015 50 7692 -73 2272.27467022061 2285.4586353374525 100 GTEX 1 100 100 1.0 0.0015 50 7692 -74 2272.155440470227 2286.2288293874763 100 GTEX 1 100 100 1.0 0.0015 50 7692 -75 2271.582067070358 2290.3633638679303 100 GTEX 1 100 100 1.0 0.0015 50 7692 -76 2271.036577665757 2285.85474653933 100 GTEX 1 100 100 1.0 0.0015 50 7692 -77 2270.847631828201 2283.312680088522 100 GTEX 1 100 100 1.0 0.0015 50 7692 -78 2271.117113460945 2283.8830770630348 100 GTEX 1 100 100 1.0 0.0015 50 7692 -79 2270.383236412918 2287.5490314208055 100 GTEX 1 100 100 1.0 0.0015 50 7692 -80 2270.632427450494 2282.9832053528994 100 GTEX 1 100 100 1.0 0.0015 50 7692 -81 2270.1790739377575 2285.2500436296937 100 GTEX 1 100 100 1.0 0.0015 50 7692 -82 2270.0398872966207 2288.4352108335315 100 GTEX 1 100 100 1.0 0.0015 50 7692 -83 2269.4389097851003 2285.8932195743228 100 GTEX 1 100 100 1.0 0.0015 50 7692 -84 2269.6428606132654 2284.427924674727 100 GTEX 1 100 100 1.0 0.0015 50 7692 -85 2269.389832464911 2283.5053915161598 100 GTEX 1 100 100 1.0 0.0015 50 7692 -86 2268.910136831188 2282.2380519620365 100 GTEX 1 100 100 1.0 0.0015 50 7692 -87 2268.6296485231182 2290.351240382902 100 GTEX 1 100 100 1.0 0.0015 50 7692 -88 2268.9259514289356 2288.306763159458 100 GTEX 1 100 100 1.0 0.0015 50 7692 -89 2268.578010550217 2282.4388729429065 100 GTEX 1 100 100 1.0 0.0015 50 7692 -90 2268.3120553272634 2284.7504817832105 100 GTEX 1 100 100 1.0 0.0015 50 7692 -91 2268.9102914596015 2282.2670731345056 100 GTEX 1 100 100 1.0 0.0015 50 7692 -92 2268.6843329026983 2280.9094182583767 100 GTEX 1 100 100 1.0 0.0015 50 7692 -93 2268.188287428947 2281.4609672053234 100 GTEX 1 100 100 1.0 0.0015 50 7692 -94 2267.550264833393 2280.0935671266043 100 GTEX 1 100 100 1.0 0.0015 50 7692 -95 2267.6274549452623 2279.890523816243 100 GTEX 1 100 100 1.0 0.0015 50 7692 -96 2267.7437658393546 2280.8473610533506 100 GTEX 1 100 100 1.0 0.0015 50 7692 -97 2267.303195165608 2279.4921615078424 100 GTEX 1 100 100 1.0 0.0015 50 7692 -98 2267.0294171272167 2279.673082707046 100 GTEX 1 100 100 1.0 0.0015 50 7692 -99 2267.1244187508664 2280.059791245841 100 GTEX 1 100 100 1.0 0.0015 50 7692 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 8240fbbbc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3381.181882986212 4008.124334415102 100 GTEX 1 50 100 0.5 0.0015 50 1166 -1 2582.4464631355136 2621.0989400769367 100 GTEX 1 50 100 0.5 0.0015 50 1166 -2 2495.0409918737046 2494.745345547172 100 GTEX 1 50 100 0.5 0.0015 50 1166 -3 2452.388822686701 2446.4037668206392 100 GTEX 1 50 100 0.5 0.0015 50 1166 -4 2422.9355724830743 2427.0591432984793 100 GTEX 1 50 100 0.5 0.0015 50 1166 -5 2403.5624987621472 2402.8216056098504 100 GTEX 1 50 100 0.5 0.0015 50 1166 -6 2389.9623909194024 2392.809511830145 100 GTEX 1 50 100 0.5 0.0015 50 1166 -7 2379.7576832991413 2383.7533789805134 100 GTEX 1 50 100 0.5 0.0015 50 1166 -8 2371.65860093986 2380.1321821901734 100 GTEX 1 50 100 0.5 0.0015 50 1166 -9 2365.688198071467 2407.7999624970294 100 GTEX 1 50 100 0.5 0.0015 50 1166 -10 2358.066021406803 2357.3170022130466 100 GTEX 1 50 100 0.5 0.0015 50 1166 -11 2351.5918617333155 2363.710416728553 100 GTEX 1 50 100 0.5 0.0015 50 1166 -12 2345.4053098509958 2351.324709816124 100 GTEX 1 50 100 0.5 0.0015 50 1166 -13 2341.699012441243 2353.557894746614 100 GTEX 1 50 100 0.5 0.0015 50 1166 -14 2337.4135834768554 2345.624286143952 100 GTEX 1 50 100 0.5 0.0015 50 1166 -15 2333.8715684406607 2345.900435182985 100 GTEX 1 50 100 0.5 0.0015 50 1166 -16 2330.819297048299 2335.0797773586028 100 GTEX 1 50 100 0.5 0.0015 50 1166 -17 2326.76543563435 2333.0717717740017 100 GTEX 1 50 100 0.5 0.0015 50 1166 -18 2323.9421960257096 2330.4353166587453 100 GTEX 1 50 100 0.5 0.0015 50 1166 -19 2321.6944711471015 2329.4080610964234 100 GTEX 1 50 100 0.5 0.0015 50 1166 -20 2319.993243104542 2328.86060591433 100 GTEX 1 50 100 0.5 0.0015 50 1166 -21 2316.5067827872067 2325.820370054064 100 GTEX 1 50 100 0.5 0.0015 50 1166 -22 2315.0888836148347 2324.5675192713284 100 GTEX 1 50 100 0.5 0.0015 50 1166 -23 2313.3752026209877 2322.725219262417 100 GTEX 1 50 100 0.5 0.0015 50 1166 -24 2310.7789620100993 2323.8655082209484 100 GTEX 1 50 100 0.5 0.0015 50 1166 -25 2308.694355588409 2315.2335219002493 100 GTEX 1 50 100 0.5 0.0015 50 1166 -26 2306.6704100530956 2314.433940930965 100 GTEX 1 50 100 0.5 0.0015 50 1166 -27 2305.557119235527 2318.003133911597 100 GTEX 1 50 100 0.5 0.0015 50 1166 -28 2303.9366118665907 2311.7850170062975 100 GTEX 1 50 100 0.5 0.0015 50 1166 -29 2302.159392804446 2313.020767734078 100 GTEX 1 50 100 0.5 0.0015 50 1166 -30 2301.4217714845813 2310.096194191124 100 GTEX 1 50 100 0.5 0.0015 50 1166 -31 2299.877038614191 2308.645783515031 100 GTEX 1 50 100 0.5 0.0015 50 1166 -32 2298.5332773445753 2310.9777442148884 100 GTEX 1 50 100 0.5 0.0015 50 1166 -33 2297.3048141735767 2304.121528190352 100 GTEX 1 50 100 0.5 0.0015 50 1166 -34 2296.133605473495 2306.7828967888545 100 GTEX 1 50 100 0.5 0.0015 50 1166 -35 2294.8335047071405 2307.353106248515 100 GTEX 1 50 100 0.5 0.0015 50 1166 -36 2294.28493696958 2301.307195743227 100 GTEX 1 50 100 0.5 0.0015 50 1166 -37 2292.81646992204 2299.5966360578063 100 GTEX 1 50 100 0.5 0.0015 50 1166 -38 2291.8465589195116 2300.26128523794 100 GTEX 1 50 100 0.5 0.0015 50 1166 -39 2290.916694174501 2299.4557984790877 100 GTEX 1 50 100 0.5 0.0015 50 1166 -40 2290.3981870927464 2297.7933892659817 100 GTEX 1 50 100 0.5 0.0015 50 1166 -41 2289.0255810737713 2301.6446695654113 100 GTEX 1 50 100 0.5 0.0015 50 1166 -42 2288.389893145474 2297.7117776036716 100 GTEX 1 50 100 0.5 0.0015 50 1166 -43 2287.8326837530203 2297.4783448193916 100 GTEX 1 50 100 0.5 0.0015 50 1166 -44 2286.951069468491 2295.3708329001306 100 GTEX 1 50 100 0.5 0.0015 50 1166 -45 2285.5623353398237 2294.684791245841 100 GTEX 1 50 100 0.5 0.0015 50 1166 -46 2285.0017648682597 2292.962012461383 100 GTEX 1 50 100 0.5 0.0015 50 1166 -47 2284.2405500273976 2293.0758302637832 100 GTEX 1 50 100 0.5 0.0015 50 1166 -48 2284.0252177640505 2293.4389815529944 100 GTEX 1 50 100 0.5 0.0015 50 1166 -49 2283.4418700320853 2293.2006975181203 100 GTEX 1 50 100 0.5 0.0015 50 1166 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index 38498c435..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3388.5930611350614 3151.8620614751662 100 GTEX 1 50 100 0.0 0.0015 50 1644 -1 2586.8829031984874 2809.151324486098 100 GTEX 1 50 100 0.0 0.0015 50 1644 -2 2497.201432159285 2495.9867115093275 100 GTEX 1 50 100 0.0 0.0015 50 1644 -3 2455.3198110149897 2425.8903957120365 100 GTEX 1 50 100 0.0 0.0015 50 1644 -4 2422.706026191103 2427.624789277864 100 GTEX 1 50 100 0.0 0.0015 50 1644 -5 2406.009198275919 2390.108588737227 100 GTEX 1 50 100 0.0 0.0015 50 1644 -6 2392.95716795534 2375.2462942609313 100 GTEX 1 50 100 0.0 0.0015 50 1644 -7 2380.7015055536253 2359.526138827828 100 GTEX 1 50 100 0.0 0.0015 50 1644 -8 2372.3741340189936 2360.869573208769 100 GTEX 1 50 100 0.0 0.0015 50 1644 -9 2365.6756345902627 2345.052914463522 100 GTEX 1 50 100 0.0 0.0015 50 1644 -10 2358.1022484766163 2342.6072900576282 100 GTEX 1 50 100 0.0 0.0015 50 1644 -11 2353.6139241854517 2336.026721794796 100 GTEX 1 50 100 0.0 0.0015 50 1644 -12 2348.1631918770468 2331.6001440708174 100 GTEX 1 50 100 0.0 0.0015 50 1644 -13 2344.2978982140676 2319.036754767704 100 GTEX 1 50 100 0.0 0.0015 50 1644 -14 2340.7327853136635 2322.842977661597 100 GTEX 1 50 100 0.0 0.0015 50 1644 -15 2336.492437804099 2320.202729547885 100 GTEX 1 50 100 0.0 0.0015 50 1644 -16 2332.8534534229098 2313.4851064935838 100 GTEX 1 50 100 0.0 0.0015 50 1644 -17 2329.667029271499 2311.638363682272 100 GTEX 1 50 100 0.0 0.0015 50 1644 -18 2327.56416045024 2309.4562932583767 100 GTEX 1 50 100 0.0 0.0015 50 1644 -19 2323.3431494609977 2307.5948231048005 100 GTEX 1 50 100 0.0 0.0015 50 1644 -20 2321.887077082522 2304.5523157156013 100 GTEX 1 50 100 0.0 0.0015 50 1644 -21 2319.94992448068 2299.761171986395 100 GTEX 1 50 100 0.0 0.0015 50 1644 -22 2317.2321687083668 2300.534699530656 100 GTEX 1 50 100 0.0 0.0015 50 1644 -23 2315.274057406237 2296.667358862583 100 GTEX 1 50 100 0.0 0.0015 50 1644 -24 2312.7491181332193 2295.524768669796 100 GTEX 1 50 100 0.0 0.0015 50 1644 -25 2311.330308081898 2296.4669286923718 100 GTEX 1 50 100 0.0 0.0015 50 1644 -26 2309.140588354407 2291.6203817505348 100 GTEX 1 50 100 0.0 0.0015 50 1644 -27 2307.4860307051385 2289.7038481389613 100 GTEX 1 50 100 0.0 0.0015 50 1644 -28 2306.04929567222 2288.8283199411835 100 GTEX 1 50 100 0.0 0.0015 50 1644 -29 2304.748896196574 2288.220901779349 100 GTEX 1 50 100 0.0 0.0015 50 1644 -30 2303.5804372053913 2284.3767210521623 100 GTEX 1 50 100 0.0 0.0015 50 1644 -31 2301.945760886294 2284.583761585076 100 GTEX 1 50 100 0.0 0.0015 50 1644 -32 2300.8713442861963 2285.2991660230514 100 GTEX 1 50 100 0.0 0.0015 50 1644 -33 2299.391142989711 2280.438872014615 100 GTEX 1 50 100 0.0 0.0015 50 1644 -34 2298.0170615536617 2279.9524427058577 100 GTEX 1 50 100 0.0 0.0015 50 1644 -35 2297.3590686057078 2279.023592524655 100 GTEX 1 50 100 0.0 0.0015 50 1644 -36 2296.599298235606 2282.096403056678 100 GTEX 1 50 100 0.0 0.0015 50 1644 -37 2295.2800223597433 2277.861983498693 100 GTEX 1 50 100 0.0 0.0015 50 1644 -38 2294.090858350677 2275.6598397026496 100 GTEX 1 50 100 0.0 0.0015 50 1644 -39 2293.569999890656 2276.382119994653 100 GTEX 1 50 100 0.0 0.0015 50 1644 -40 2292.278549779415 2275.7248525873338 100 GTEX 1 50 100 0.0 0.0015 50 1644 -41 2291.321724554497 2273.155763575333 100 GTEX 1 50 100 0.0 0.0015 50 1644 -42 2290.0469907650013 2272.3820633688806 100 GTEX 1 50 100 0.0 0.0015 50 1644 -43 2289.169876899691 2273.809868294023 100 GTEX 1 50 100 0.0 0.0015 50 1644 -44 2288.508252247115 2272.2152568396505 100 GTEX 1 50 100 0.0 0.0015 50 1644 -45 2288.564175252893 2271.768597388902 100 GTEX 1 50 100 0.0 0.0015 50 1644 -46 2287.197352068369 2271.9028496687856 100 GTEX 1 50 100 0.0 0.0015 50 1644 -47 2286.981380428396 2273.855360139912 100 GTEX 1 50 100 0.0 0.0015 50 1644 -48 2285.9701133656304 2270.0862865375475 100 GTEX 1 50 100 0.0 0.0015 50 1644 -49 2285.5494521832006 2269.9670140951757 100 GTEX 1 50 100 0.0 0.0015 50 1644 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index 8fb0914b6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3390.0007081548074 3548.8351001812025 100 GTEX 1 50 100 1.0 0.0015 50 7236 -1 2581.142133864881 2650.2126177073433 100 GTEX 1 50 100 1.0 0.0015 50 7236 -2 2491.9846499064183 2494.924457506535 100 GTEX 1 50 100 1.0 0.0015 50 7236 -3 2450.556766215456 2556.544988711977 100 GTEX 1 50 100 1.0 0.0015 50 7236 -4 2419.6746503943386 2432.417036745485 100 GTEX 1 50 100 1.0 0.0015 50 7236 -5 2401.036298530009 2399.9940580070697 100 GTEX 1 50 100 1.0 0.0015 50 7236 -6 2389.1111377020175 2397.5674338685244 100 GTEX 1 50 100 1.0 0.0015 50 7236 -7 2380.446591794812 2382.0912334021505 100 GTEX 1 50 100 1.0 0.0015 50 7236 -8 2368.769425542551 2374.5416004485505 100 GTEX 1 50 100 1.0 0.0015 50 7236 -9 2362.377352874005 2367.273580456868 100 GTEX 1 50 100 1.0 0.0015 50 7236 -10 2356.2337888510338 2362.1730465036835 100 GTEX 1 50 100 1.0 0.0015 50 7236 -11 2350.4606353608256 2355.235332996673 100 GTEX 1 50 100 1.0 0.0015 50 7236 -12 2344.990380028982 2347.231371049192 100 GTEX 1 50 100 1.0 0.0015 50 7236 -13 2341.2065557083156 2348.0000510560244 100 GTEX 1 50 100 1.0 0.0015 50 7236 -14 2338.194561871377 2343.282415005644 100 GTEX 1 50 100 1.0 0.0015 50 7236 -15 2333.399887644251 2339.1718675736693 100 GTEX 1 50 100 1.0 0.0015 50 7236 -16 2329.087225227682 2334.7175757114424 100 GTEX 1 50 100 1.0 0.0015 50 7236 -17 2326.6970772908935 2335.6540815114067 100 GTEX 1 50 100 1.0 0.0015 50 7236 -18 2324.121113168812 2330.504941294855 100 GTEX 1 50 100 1.0 0.0015 50 7236 -19 2321.480745126368 2327.308228003208 100 GTEX 1 50 100 1.0 0.0015 50 7236 -20 2318.349760599319 2325.4076415087334 100 GTEX 1 50 100 1.0 0.0015 50 7236 -21 2315.3616438547638 2322.3779584645317 100 GTEX 1 50 100 1.0 0.0015 50 7236 -22 2313.682838814682 2321.7311956021267 100 GTEX 1 50 100 1.0 0.0015 50 7236 -23 2312.666270338949 2317.024636852424 100 GTEX 1 50 100 1.0 0.0015 50 7236 -24 2310.307903492477 2316.0760196352185 100 GTEX 1 50 100 1.0 0.0015 50 7236 -25 2308.9240655090134 2318.8330997133435 100 GTEX 1 50 100 1.0 0.0015 50 7236 -26 2306.4588437755824 2313.4523433786835 100 GTEX 1 50 100 1.0 0.0015 50 7236 -27 2305.2284839050285 2313.841749532141 100 GTEX 1 50 100 1.0 0.0015 50 7236 -28 2303.9701402373457 2311.164496940352 100 GTEX 1 50 100 1.0 0.0015 50 7236 -29 2301.943822976565 2307.5101517942016 100 GTEX 1 50 100 1.0 0.0015 50 7236 -30 2300.80900110664 2311.0824248455324 100 GTEX 1 50 100 1.0 0.0015 50 7236 -31 2299.598873961648 2306.951984129931 100 GTEX 1 50 100 1.0 0.0015 50 7236 -32 2298.084859356226 2305.5844847240373 100 GTEX 1 50 100 1.0 0.0015 50 7236 -33 2297.52321821958 2307.4516889332817 100 GTEX 1 50 100 1.0 0.0015 50 7236 -34 2295.400288012182 2303.561002666053 100 GTEX 1 50 100 1.0 0.0015 50 7236 -35 2294.870830525815 2300.2798826268418 100 GTEX 1 50 100 1.0 0.0015 50 7236 -36 2293.449471581381 2300.2666089888307 100 GTEX 1 50 100 1.0 0.0015 50 7236 -37 2292.687303826161 2299.4470363370365 100 GTEX 1 50 100 1.0 0.0015 50 7236 -38 2291.4913853973426 2297.497993962393 100 GTEX 1 50 100 1.0 0.0015 50 7236 -39 2290.514348180893 2297.742245054064 100 GTEX 1 50 100 1.0 0.0015 50 7236 -40 2290.272419521017 2297.7181855988592 100 GTEX 1 50 100 1.0 0.0015 50 7236 -41 2288.4791534285214 2295.6441033076876 100 GTEX 1 50 100 1.0 0.0015 50 7236 -42 2288.2484949260424 2294.5975736320697 100 GTEX 1 50 100 1.0 0.0015 50 7236 -43 2286.9245306321054 2296.931973881595 100 GTEX 1 50 100 1.0 0.0015 50 7236 -44 2286.101307038182 2294.968395392704 100 GTEX 1 50 100 1.0 0.0015 50 7236 -45 2286.22140573526 2295.9043117276615 100 GTEX 1 50 100 1.0 0.0015 50 7236 -46 2285.3260896351717 2292.754448372148 100 GTEX 1 50 100 1.0 0.0015 50 7236 -47 2284.7814704666953 2293.4515793949026 100 GTEX 1 50 100 1.0 0.0015 50 7236 -48 2283.3025616945706 2293.6135086813806 100 GTEX 1 50 100 1.0 0.0015 50 7236 -49 2283.015131509454 2290.7519948981108 100 GTEX 1 50 100 1.0 0.0015 50 7236 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 05cf3d242..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3693.746285797664 4743.8276176887775 150 GTEX 1 100 100 0.5 0.0015 50 4658 -1 2664.9800175785376 2734.7595442275133 150 GTEX 1 100 100 0.5 0.0015 50 4658 -2 2548.066769791818 2595.546996606167 150 GTEX 1 100 100 0.5 0.0015 50 4658 -3 2496.2906643327647 2515.682710016635 150 GTEX 1 100 100 0.5 0.0015 50 4658 -4 2462.029572503499 2510.383624754931 150 GTEX 1 100 100 0.5 0.0015 50 4658 -5 2432.837050123125 2433.072264232563 150 GTEX 1 100 100 0.5 0.0015 50 4658 -6 2419.6797040047004 2438.3778716692905 150 GTEX 1 100 100 0.5 0.0015 50 4658 -7 2406.7904498232347 2425.141658652418 150 GTEX 1 100 100 0.5 0.0015 50 4658 -8 2396.854674177612 2408.5871619162904 150 GTEX 1 100 100 0.5 0.0015 50 4658 -9 2389.8945652393677 2393.4054915859674 150 GTEX 1 100 100 0.5 0.0015 50 4658 -10 2380.9666897749667 2385.353530941807 150 GTEX 1 100 100 0.5 0.0015 50 4658 -11 2374.09788837314 2379.436371661864 150 GTEX 1 100 100 0.5 0.0015 50 4658 -12 2371.3235050764333 2373.9866098614248 150 GTEX 1 100 100 0.5 0.0015 50 4658 -13 2364.128462067247 2380.3115039433815 150 GTEX 1 100 100 0.5 0.0015 50 4658 -14 2359.946504448842 2368.009286162518 150 GTEX 1 100 100 0.5 0.0015 50 4658 -15 2355.293480627814 2358.071466366148 150 GTEX 1 100 100 0.5 0.0015 50 4658 -16 2351.3998983207293 2369.8153647071053 150 GTEX 1 100 100 0.5 0.0015 50 4658 -17 2348.6246745995136 2354.109634921578 150 GTEX 1 100 100 0.5 0.0015 50 4658 -18 2345.48238847877 2362.6890697406725 150 GTEX 1 100 100 0.5 0.0015 50 4658 -19 2341.2517728111466 2349.6827982043133 150 GTEX 1 100 100 0.5 0.0015 50 4658 -20 2337.0611154619337 2341.1565201327826 150 GTEX 1 100 100 0.5 0.0015 50 4658 -21 2335.792496560833 2348.0113302600703 150 GTEX 1 100 100 0.5 0.0015 50 4658 -22 2334.413817302043 2339.32803913305 150 GTEX 1 100 100 0.5 0.0015 50 4658 -23 2331.21801693341 2335.6648329818204 150 GTEX 1 100 100 0.5 0.0015 50 4658 -24 2328.340179930119 2335.1659775650546 150 GTEX 1 100 100 0.5 0.0015 50 4658 -25 2326.5291268765845 2337.4187448015687 150 GTEX 1 100 100 0.5 0.0015 50 4658 -26 2324.588964823119 2327.642075455234 150 GTEX 1 100 100 0.5 0.0015 50 4658 -27 2322.2085568774673 2328.8748468319272 150 GTEX 1 100 100 0.5 0.0015 50 4658 -28 2320.6641617603004 2326.619692958353 150 GTEX 1 100 100 0.5 0.0015 50 4658 -29 2319.1810471004956 2328.1529257886764 150 GTEX 1 100 100 0.5 0.0015 50 4658 -30 2316.872268523638 2328.138035067134 150 GTEX 1 100 100 0.5 0.0015 50 4658 -31 2315.071967225172 2319.8599783893774 150 GTEX 1 100 100 0.5 0.0015 50 4658 -32 2314.2217162041497 2323.826692646447 150 GTEX 1 100 100 0.5 0.0015 50 4658 -33 2313.259852455198 2321.9443577523466 150 GTEX 1 100 100 0.5 0.0015 50 4658 -34 2310.728390627682 2317.698729076313 150 GTEX 1 100 100 0.5 0.0015 50 4658 -35 2309.441752358728 2315.9575705872744 150 GTEX 1 100 100 0.5 0.0015 50 4658 -36 2307.7417557473495 2315.5895406628742 150 GTEX 1 100 100 0.5 0.0015 50 4658 -37 2306.7957902027683 2314.205516742663 150 GTEX 1 100 100 0.5 0.0015 50 4658 -38 2306.453534522882 2319.4104727973504 150 GTEX 1 100 100 0.5 0.0015 50 4658 -39 2304.5240959859743 2312.574825388397 150 GTEX 1 100 100 0.5 0.0015 50 4658 -40 2304.5407359734804 2312.2232011570222 150 GTEX 1 100 100 0.5 0.0015 50 4658 -41 2303.127145172664 2307.9131611290995 150 GTEX 1 100 100 0.5 0.0015 50 4658 -42 2301.0639244845993 2309.309788925113 150 GTEX 1 100 100 0.5 0.0015 50 4658 -43 2300.0167005133376 2306.1339232006 150 GTEX 1 100 100 0.5 0.0015 50 4658 -44 2299.7578361223527 2306.929709778992 150 GTEX 1 100 100 0.5 0.0015 50 4658 -45 2298.317218332844 2305.2391125349036 150 GTEX 1 100 100 0.5 0.0015 50 4658 -46 2298.0217505648734 2308.7823546667064 150 GTEX 1 100 100 0.5 0.0015 50 4658 -47 2297.3942673553115 2306.4509384097255 150 GTEX 1 100 100 0.5 0.0015 50 4658 -48 2296.3333039687204 2302.955125003713 150 GTEX 1 100 100 0.5 0.0015 50 4658 -49 2295.2400131088584 2302.573937477721 150 GTEX 1 100 100 0.5 0.0015 50 4658 -50 2294.733023574489 2304.3697570104564 150 GTEX 1 100 100 0.5 0.0015 50 4658 -51 2293.9510845032414 2300.427560320372 150 GTEX 1 100 100 0.5 0.0015 50 4658 -52 2293.8230875590866 2299.4891408477897 150 GTEX 1 100 100 0.5 0.0015 50 4658 -53 2292.5288956302566 2299.1324388627318 150 GTEX 1 100 100 0.5 0.0015 50 4658 -54 2291.8963696673313 2300.6048969225285 150 GTEX 1 100 100 0.5 0.0015 50 4658 -55 2291.0556310788875 2305.5505394301035 150 GTEX 1 100 100 0.5 0.0015 50 4658 -56 2290.0683549651503 2296.825049570758 150 GTEX 1 100 100 0.5 0.0015 50 4658 -57 2289.3017069573916 2296.7204023586028 150 GTEX 1 100 100 0.5 0.0015 50 4658 -58 2289.290974208517 2296.0492783463046 150 GTEX 1 100 100 0.5 0.0015 50 4658 -59 2288.1858546102994 2296.339268209363 150 GTEX 1 100 100 0.5 0.0015 50 4658 -60 2287.8824003982586 2294.033274139288 150 GTEX 1 100 100 0.5 0.0015 50 4658 -61 2286.8644031570193 2298.5673619259446 150 GTEX 1 100 100 0.5 0.0015 50 4658 -62 2286.933679574443 2293.4599493338583 150 GTEX 1 100 100 0.5 0.0015 50 4658 -63 2286.1986420396593 2297.9569333152626 150 GTEX 1 100 100 0.5 0.0015 50 4658 -64 2286.4377059477165 2294.4551820936313 150 GTEX 1 100 100 0.5 0.0015 50 4658 -65 2284.9793027186956 2291.804411797469 150 GTEX 1 100 100 0.5 0.0015 50 4658 -66 2284.1580936008386 2291.886134390595 150 GTEX 1 100 100 0.5 0.0015 50 4658 -67 2284.0456534974287 2291.6142814839295 150 GTEX 1 100 100 0.5 0.0015 50 4658 -68 2283.7654315855407 2293.387768183371 150 GTEX 1 100 100 0.5 0.0015 50 4658 -69 2283.667496290053 2292.169806302727 150 GTEX 1 100 100 0.5 0.0015 50 4658 -70 2282.9091220242026 2289.220964439015 150 GTEX 1 100 100 0.5 0.0015 50 4658 -71 2282.069965359728 2289.3596999019724 150 GTEX 1 100 100 0.5 0.0015 50 4658 -72 2282.0459978525323 2290.487367347166 150 GTEX 1 100 100 0.5 0.0015 50 4658 -73 2281.116916126619 2288.6185121717563 150 GTEX 1 100 100 0.5 0.0015 50 4658 -74 2280.9206436203967 2288.821501641219 150 GTEX 1 100 100 0.5 0.0015 50 4658 -75 2280.7143930943093 2287.048064141219 150 GTEX 1 100 100 0.5 0.0015 50 4658 -76 2280.504720834337 2286.161484170776 150 GTEX 1 100 100 0.5 0.0015 50 4658 -77 2279.734437537342 2287.095360585492 150 GTEX 1 100 100 0.5 0.0015 50 4658 -78 2279.4045088314588 2285.5356152900727 150 GTEX 1 100 100 0.5 0.0015 50 4658 -79 2278.3656805176865 2288.592506089591 150 GTEX 1 100 100 0.5 0.0015 50 4658 -80 2279.107936821657 2288.557777317758 150 GTEX 1 100 100 0.5 0.0015 50 4658 -81 2278.2278158256972 2286.0946355899478 150 GTEX 1 100 100 0.5 0.0015 50 4658 -82 2277.6430597012154 2286.358388226295 150 GTEX 1 100 100 0.5 0.0015 50 4658 -83 2277.447901159125 2284.3570728374525 150 GTEX 1 100 100 0.5 0.0015 50 4658 -84 2276.9142431233167 2283.5331738838227 150 GTEX 1 100 100 0.5 0.0015 50 4658 -85 2276.706079625071 2284.251693667568 150 GTEX 1 100 100 0.5 0.0015 50 4658 -86 2276.7335030360396 2284.2341062596543 150 GTEX 1 100 100 0.5 0.0015 50 4658 -87 2276.2575297022718 2285.712582432272 150 GTEX 1 100 100 0.5 0.0015 50 4658 -88 2275.516957393528 2284.3409595562025 150 GTEX 1 100 100 0.5 0.0015 50 4658 -89 2275.378157426579 2283.995841254753 150 GTEX 1 100 100 0.5 0.0015 50 4658 -90 2275.886038034257 2285.728190258882 150 GTEX 1 100 100 0.5 0.0015 50 4658 -91 2275.533452603864 2283.988940801004 150 GTEX 1 100 100 0.5 0.0015 50 4658 -92 2275.1420996949932 2282.8475546020973 150 GTEX 1 100 100 0.5 0.0015 50 4658 -93 2274.6030843107555 2282.2786976629336 150 GTEX 1 100 100 0.5 0.0015 50 4658 -94 2273.916148436262 2281.245227654171 150 GTEX 1 100 100 0.5 0.0015 50 4658 -95 2273.9457301205007 2280.630419829046 150 GTEX 1 100 100 0.5 0.0015 50 4658 -96 2273.683849650224 2281.6986715222492 150 GTEX 1 100 100 0.5 0.0015 50 4658 -97 2273.7254793016614 2280.07064946976 150 GTEX 1 100 100 0.5 0.0015 50 4658 -98 2274.0238027954424 2280.838060502317 150 GTEX 1 100 100 0.5 0.0015 50 4658 -99 2272.6202846844217 2282.229209522784 150 GTEX 1 100 100 0.5 0.0015 50 4658 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index 7bcedfb32..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3694.2472065278566 4273.306234497534 150 GTEX 1 100 100 0.0 0.0015 50 5193 -1 2673.856837608601 3151.8362266627555 150 GTEX 1 100 100 0.0 0.0015 50 5193 -2 2548.348695272476 2618.895192657587 150 GTEX 1 100 100 0.0 0.0015 50 5193 -3 2497.0298776857276 2526.726309540607 150 GTEX 1 100 100 0.0 0.0015 50 5193 -4 2463.4162505333084 2442.8729958189756 150 GTEX 1 100 100 0.0 0.0015 50 5193 -5 2439.8191141555867 2428.6140568374226 150 GTEX 1 100 100 0.0 0.0015 50 5193 -6 2421.2500326225722 2443.906324263308 150 GTEX 1 100 100 0.0 0.0015 50 5193 -7 2409.378119955751 2405.2284961308815 150 GTEX 1 100 100 0.0 0.0015 50 5193 -8 2400.7414659867004 2394.5077976473385 150 GTEX 1 100 100 0.0 0.0015 50 5193 -9 2390.6763310112597 2412.6502212118285 150 GTEX 1 100 100 0.0 0.0015 50 5193 -10 2382.967599209755 2378.950423208026 150 GTEX 1 100 100 0.0 0.0015 50 5193 -11 2375.233688507612 2377.7013463937737 150 GTEX 1 100 100 0.0 0.0015 50 5193 -12 2371.503880151942 2363.2627059878505 150 GTEX 1 100 100 0.0 0.0015 50 5193 -13 2366.013785860588 2371.3156984278457 150 GTEX 1 100 100 0.0 0.0015 50 5193 -14 2360.5360077636046 2359.6124680667776 150 GTEX 1 100 100 0.0 0.0015 50 5193 -15 2355.8006657686733 2355.0753628690886 150 GTEX 1 100 100 0.0 0.0015 50 5193 -16 2351.926727459324 2356.3280168540578 150 GTEX 1 100 100 0.0 0.0015 50 5193 -17 2347.4880255818734 2347.6247906703006 150 GTEX 1 100 100 0.0 0.0015 50 5193 -18 2344.4089056063167 2347.0361351332285 150 GTEX 1 100 100 0.0 0.0015 50 5193 -19 2340.230842194638 2341.2938213856046 150 GTEX 1 100 100 0.0 0.0015 50 5193 -20 2338.4350523271214 2336.205812403458 150 GTEX 1 100 100 0.0 0.0015 50 5193 -21 2335.3313303417876 2333.500839639526 150 GTEX 1 100 100 0.0 0.0015 50 5193 -22 2333.0331929127165 2333.265420311757 150 GTEX 1 100 100 0.0 0.0015 50 5193 -23 2330.6974920746493 2336.0148201713996 150 GTEX 1 100 100 0.0 0.0015 50 5193 -24 2328.1373114492694 2340.321844180727 150 GTEX 1 100 100 0.0 0.0015 50 5193 -25 2326.776075518495 2325.8895040881953 150 GTEX 1 100 100 0.0 0.0015 50 5193 -26 2324.0466208534003 2322.307877109078 150 GTEX 1 100 100 0.0 0.0015 50 5193 -27 2323.19474476409 2325.871087716106 150 GTEX 1 100 100 0.0 0.0015 50 5193 -28 2320.598735657415 2327.0181044661954 150 GTEX 1 100 100 0.0 0.0015 50 5193 -29 2318.369325374492 2318.166539645467 150 GTEX 1 100 100 0.0 0.0015 50 5193 -30 2317.4133414251064 2316.5291093601472 150 GTEX 1 100 100 0.0 0.0015 50 5193 -31 2315.2876109631648 2324.2311719306977 150 GTEX 1 100 100 0.0 0.0015 50 5193 -32 2313.9056232082085 2315.1532186645973 150 GTEX 1 100 100 0.0 0.0015 50 5193 -33 2312.4902416731725 2314.0814510679065 150 GTEX 1 100 100 0.0 0.0015 50 5193 -34 2311.0326619771313 2315.360694102008 150 GTEX 1 100 100 0.0 0.0015 50 5193 -35 2309.796971681441 2311.6014757047587 150 GTEX 1 100 100 0.0 0.0015 50 5193 -36 2309.015908519809 2319.136967996227 150 GTEX 1 100 100 0.0 0.0015 50 5193 -37 2307.95973982609 2308.893021848265 150 GTEX 1 100 100 0.0 0.0015 50 5193 -38 2306.6619121438284 2306.582078592859 150 GTEX 1 100 100 0.0 0.0015 50 5193 -39 2305.68645829551 2309.0890064312025 150 GTEX 1 100 100 0.0 0.0015 50 5193 -40 2304.6615977808606 2305.3443134728495 150 GTEX 1 100 100 0.0 0.0015 50 5193 -41 2302.8339513398105 2305.0333948171638 150 GTEX 1 100 100 0.0 0.0015 50 5193 -42 2301.977237413309 2304.0068549674725 150 GTEX 1 100 100 0.0 0.0015 50 5193 -43 2300.8039215271633 2303.2678143751486 150 GTEX 1 100 100 0.0 0.0015 50 5193 -44 2299.69872716781 2301.266658652418 150 GTEX 1 100 100 0.0 0.0015 50 5193 -45 2298.975339965885 2302.9118605929184 150 GTEX 1 100 100 0.0 0.0015 50 5193 -46 2298.100953811802 2305.380096783656 150 GTEX 1 100 100 0.0 0.0015 50 5193 -47 2297.478530195556 2296.839579651111 150 GTEX 1 100 100 0.0 0.0015 50 5193 -48 2296.3992369980097 2299.0014258555134 150 GTEX 1 100 100 0.0 0.0015 50 5193 -49 2296.015689884104 2302.49663680044 150 GTEX 1 100 100 0.0 0.0015 50 5193 -50 2295.284342284589 2295.0640507107 150 GTEX 1 100 100 0.0 0.0015 50 5193 -51 2294.232105268424 2295.695002450689 150 GTEX 1 100 100 0.0 0.0015 50 5193 -52 2293.2297058975832 2294.1316400680253 150 GTEX 1 100 100 0.0 0.0015 50 5193 -53 2292.146318012776 2293.917615999287 150 GTEX 1 100 100 0.0 0.0015 50 5193 -54 2292.0074581647104 2293.074867161508 150 GTEX 1 100 100 0.0 0.0015 50 5193 -55 2291.688774446556 2294.345445988296 150 GTEX 1 100 100 0.0 0.0015 50 5193 -56 2291.8832590295156 2295.2862293548005 150 GTEX 1 100 100 0.0 0.0015 50 5193 -57 2290.0382710738204 2298.193817486781 150 GTEX 1 100 100 0.0 0.0015 50 5193 -58 2289.6602982677905 2293.99972847478 150 GTEX 1 100 100 0.0 0.0015 50 5193 -59 2288.8127889612024 2288.588119448818 150 GTEX 1 100 100 0.0 0.0015 50 5193 -60 2288.153075578737 2289.8720294676805 150 GTEX 1 100 100 0.0 0.0015 50 5193 -61 2287.8346395600342 2289.2843221802223 150 GTEX 1 100 100 0.0 0.0015 50 5193 -62 2287.2818137386776 2288.9576648088464 150 GTEX 1 100 100 0.0 0.0015 50 5193 -63 2286.8275464844573 2286.490556956244 150 GTEX 1 100 100 0.0 0.0015 50 5193 -64 2286.1299448082814 2286.7339633027864 150 GTEX 1 100 100 0.0 0.0015 50 5193 -65 2285.3236533866407 2286.876192390239 150 GTEX 1 100 100 0.0 0.0015 50 5193 -66 2284.4044888195094 2285.6503827345236 150 GTEX 1 100 100 0.0 0.0015 50 5193 -67 2284.1075904808313 2287.0349557390687 150 GTEX 1 100 100 0.0 0.0015 50 5193 -68 2283.616034801399 2283.676536879159 150 GTEX 1 100 100 0.0 0.0015 50 5193 -69 2283.375972745788 2284.4701498633553 150 GTEX 1 100 100 0.0 0.0015 50 5193 -70 2282.42595006214 2283.9218197666646 150 GTEX 1 100 100 0.0 0.0015 50 5193 -71 2282.479316180342 2283.6105205115255 150 GTEX 1 100 100 0.0 0.0015 50 5193 -72 2282.2770678636152 2282.71036010278 150 GTEX 1 100 100 0.0 0.0015 50 5193 -73 2281.7030202467286 2283.4713580345474 150 GTEX 1 100 100 0.0 0.0015 50 5193 -74 2281.2382449138704 2283.4554731129692 150 GTEX 1 100 100 0.0 0.0015 50 5193 -75 2281.2456260480485 2284.3869624264794 150 GTEX 1 100 100 0.0 0.0015 50 5193 -76 2280.2672344404 2281.616784621554 150 GTEX 1 100 100 0.0 0.0015 50 5193 -77 2279.736960848168 2287.001715018269 150 GTEX 1 100 100 0.0 0.0015 50 5193 -78 2279.101241638306 2280.060197373307 150 GTEX 1 100 100 0.0 0.0015 50 5193 -79 2279.1329580766164 2281.072117098384 150 GTEX 1 100 100 0.0 0.0015 50 5193 -80 2278.995631308922 2282.319652948996 150 GTEX 1 100 100 0.0 0.0015 50 5193 -81 2278.1692212246735 2280.668916999614 150 GTEX 1 100 100 0.0 0.0015 50 5193 -82 2278.1989829133026 2280.591092766011 150 GTEX 1 100 100 0.0 0.0015 50 5193 -83 2277.512616270458 2279.6030714375893 150 GTEX 1 100 100 0.0 0.0015 50 5193 -84 2277.041831421401 2278.5411720420925 150 GTEX 1 100 100 0.0 0.0015 50 5193 -85 2276.8270748626396 2277.9836235481525 150 GTEX 1 100 100 0.0 0.0015 50 5193 -86 2276.7201736593643 2279.20667710685 150 GTEX 1 100 100 0.0 0.0015 50 5193 -87 2276.7014312566844 2278.9776894456986 150 GTEX 1 100 100 0.0 0.0015 50 5193 -88 2276.7515975776464 2277.710879945936 150 GTEX 1 100 100 0.0 0.0015 50 5193 -89 2276.3970590480417 2276.675783106583 150 GTEX 1 100 100 0.0 0.0015 50 5193 -90 2275.6784907286906 2278.9447963700095 150 GTEX 1 100 100 0.0 0.0015 50 5193 -91 2275.251911708517 2277.9698017540995 150 GTEX 1 100 100 0.0 0.0015 50 5193 -92 2274.7997288948204 2278.7192735563212 150 GTEX 1 100 100 0.0 0.0015 50 5193 -93 2274.735833035561 2276.668999153398 150 GTEX 1 100 100 0.0 0.0015 50 5193 -94 2274.387538002073 2276.24956648794 150 GTEX 1 100 100 0.0 0.0015 50 5193 -95 2274.0134867902566 2275.0736840541826 150 GTEX 1 100 100 0.0 0.0015 50 5193 -96 2273.813892455165 2276.243530737583 150 GTEX 1 100 100 0.0 0.0015 50 5193 -97 2274.329220886327 2278.505389659577 150 GTEX 1 100 100 0.0 0.0015 50 5193 -98 2273.4980985553434 2278.079853942639 150 GTEX 1 100 100 0.0 0.0015 50 5193 -99 2273.565892128578 2275.358006234405 150 GTEX 1 100 100 0.0 0.0015 50 5193 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index da198ae34..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3682.3275198964166 4441.038921399715 150 GTEX 1 100 100 1.0 0.0015 50 3937 -1 2668.6878441745835 2758.442775015595 150 GTEX 1 100 100 1.0 0.0015 50 3937 -2 2546.050980905299 2673.483559496049 150 GTEX 1 100 100 1.0 0.0015 50 3937 -3 2499.035806793087 2489.641809963908 150 GTEX 1 100 100 1.0 0.0015 50 3937 -4 2460.5388407180867 2491.0118649558876 150 GTEX 1 100 100 1.0 0.0015 50 3937 -5 2441.359860986065 2427.6872922948105 150 GTEX 1 100 100 1.0 0.0015 50 3937 -6 2420.0191361429424 2411.3496827100166 150 GTEX 1 100 100 1.0 0.0015 50 3937 -7 2411.341950987641 2414.8390635211204 150 GTEX 1 100 100 1.0 0.0015 50 3937 -8 2399.627443005143 2397.2051930010543 150 GTEX 1 100 100 1.0 0.0015 50 3937 -9 2389.738722596008 2380.249364352498 150 GTEX 1 100 100 1.0 0.0015 50 3937 -10 2382.4765481357526 2373.2659271588345 150 GTEX 1 100 100 1.0 0.0015 50 3937 -11 2376.9678279545888 2374.267650995871 150 GTEX 1 100 100 1.0 0.0015 50 3937 -12 2370.013463477367 2359.2165733888573 150 GTEX 1 100 100 1.0 0.0015 50 3937 -13 2366.8658473183164 2354.7252396848266 150 GTEX 1 100 100 1.0 0.0015 50 3937 -14 2360.2052780639738 2354.664840408151 150 GTEX 1 100 100 1.0 0.0015 50 3937 -15 2354.881992990041 2345.3702039827413 150 GTEX 1 100 100 1.0 0.0015 50 3937 -16 2353.478390833991 2343.5539926739248 150 GTEX 1 100 100 1.0 0.0015 50 3937 -17 2349.219405004514 2341.641595528606 150 GTEX 1 100 100 1.0 0.0015 50 3937 -18 2344.4404428138946 2336.9812601183758 150 GTEX 1 100 100 1.0 0.0015 50 3937 -19 2342.295470604716 2333.0922754091907 150 GTEX 1 100 100 1.0 0.0015 50 3937 -20 2339.788018268228 2333.0686074608634 150 GTEX 1 100 100 1.0 0.0015 50 3937 -21 2337.102624758 2328.2228012955234 150 GTEX 1 100 100 1.0 0.0015 50 3937 -22 2333.694564501814 2324.965771577204 150 GTEX 1 100 100 1.0 0.0015 50 3937 -23 2330.9306732432397 2323.5975153817876 150 GTEX 1 100 100 1.0 0.0015 50 3937 -24 2330.3564225153823 2318.6094399803947 150 GTEX 1 100 100 1.0 0.0015 50 3937 -25 2327.3672648142065 2318.2995352509356 150 GTEX 1 100 100 1.0 0.0015 50 3937 -26 2326.1088876987164 2315.7182552207105 150 GTEX 1 100 100 1.0 0.0015 50 3937 -27 2324.1962320954945 2316.531078730246 150 GTEX 1 100 100 1.0 0.0015 50 3937 -28 2321.2409707683187 2317.715882043875 150 GTEX 1 100 100 1.0 0.0015 50 3937 -29 2319.893233155303 2310.1211431815145 150 GTEX 1 100 100 1.0 0.0015 50 3937 -30 2318.2076849650844 2311.4565466819154 150 GTEX 1 100 100 1.0 0.0015 50 3937 -31 2316.58251329041 2308.8527838993436 150 GTEX 1 100 100 1.0 0.0015 50 3937 -32 2315.3530197361147 2305.4540182483515 150 GTEX 1 100 100 1.0 0.0015 50 3937 -33 2314.031378478778 2303.89446255644 150 GTEX 1 100 100 1.0 0.0015 50 3937 -34 2312.0942603047097 2303.5879811334066 150 GTEX 1 100 100 1.0 0.0015 50 3937 -35 2310.904189749178 2300.9824207146357 150 GTEX 1 100 100 1.0 0.0015 50 3937 -36 2309.429351113572 2304.9617028762177 150 GTEX 1 100 100 1.0 0.0015 50 3937 -37 2309.1143174873077 2300.8782135125803 150 GTEX 1 100 100 1.0 0.0015 50 3937 -38 2307.0340880606236 2299.497437219656 150 GTEX 1 100 100 1.0 0.0015 50 3937 -39 2306.449726888468 2297.0625225110653 150 GTEX 1 100 100 1.0 0.0015 50 3937 -40 2305.349898181471 2297.3675281829255 150 GTEX 1 100 100 1.0 0.0015 50 3937 -41 2304.0392765711235 2295.0505607808045 150 GTEX 1 100 100 1.0 0.0015 50 3937 -42 2303.1472833572375 2295.349934741118 150 GTEX 1 100 100 1.0 0.0015 50 3937 -43 2302.116779060239 2295.0010464164243 150 GTEX 1 100 100 1.0 0.0015 50 3937 -44 2300.4576734504767 2293.475438803321 150 GTEX 1 100 100 1.0 0.0015 50 3937 -45 2299.71276070206 2290.7164719730276 150 GTEX 1 100 100 1.0 0.0015 50 3937 -46 2298.7210370873 2291.1525674682152 150 GTEX 1 100 100 1.0 0.0015 50 3937 -47 2298.7573418581487 2291.267477869534 150 GTEX 1 100 100 1.0 0.0015 50 3937 -48 2296.9944331450283 2290.2363617755614 150 GTEX 1 100 100 1.0 0.0015 50 3937 -49 2296.477620786556 2290.2067279308017 150 GTEX 1 100 100 1.0 0.0015 50 3937 -50 2295.514944748452 2287.323460800113 150 GTEX 1 100 100 1.0 0.0015 50 3937 -51 2295.2860100587895 2291.3690939783596 150 GTEX 1 100 100 1.0 0.0015 50 3937 -52 2294.000917609773 2285.775584173746 150 GTEX 1 100 100 1.0 0.0015 50 3937 -53 2293.60722296757 2286.205272602038 150 GTEX 1 100 100 1.0 0.0015 50 3937 -54 2292.7460558149774 2285.5750166164153 150 GTEX 1 100 100 1.0 0.0015 50 3937 -55 2291.981937358885 2283.051477700585 150 GTEX 1 100 100 1.0 0.0015 50 3937 -56 2291.174813223525 2284.917440088076 150 GTEX 1 100 100 1.0 0.0015 50 3937 -57 2290.693355300402 2284.072404404557 150 GTEX 1 100 100 1.0 0.0015 50 3937 -58 2289.925956431923 2286.8936670107532 150 GTEX 1 100 100 1.0 0.0015 50 3937 -59 2289.4788401486744 2284.11675073892 150 GTEX 1 100 100 1.0 0.0015 50 3937 -60 2289.134587941583 2281.8990211631863 150 GTEX 1 100 100 1.0 0.0015 50 3937 -61 2288.4094487914845 2281.936851588492 150 GTEX 1 100 100 1.0 0.0015 50 3937 -62 2287.832881861004 2281.369299362821 150 GTEX 1 100 100 1.0 0.0015 50 3937 -63 2287.317385468725 2280.5449163052517 150 GTEX 1 100 100 1.0 0.0015 50 3937 -64 2286.7188205833836 2282.858847266368 150 GTEX 1 100 100 1.0 0.0015 50 3937 -65 2286.251478718014 2279.148262749153 150 GTEX 1 100 100 1.0 0.0015 50 3937 -66 2286.002908360332 2278.10063745767 150 GTEX 1 100 100 1.0 0.0015 50 3937 -67 2285.1430346347015 2277.5117647004217 150 GTEX 1 100 100 1.0 0.0015 50 3937 -68 2284.4132085364786 2278.0523185004754 150 GTEX 1 100 100 1.0 0.0015 50 3937 -69 2284.277682457401 2276.4482287272754 150 GTEX 1 100 100 1.0 0.0015 50 3937 -70 2283.9758824031833 2276.6996638657024 150 GTEX 1 100 100 1.0 0.0015 50 3937 -71 2283.501699184709 2275.71538355142 150 GTEX 1 100 100 1.0 0.0015 50 3937 -72 2282.458767209245 2274.813803553128 150 GTEX 1 100 100 1.0 0.0015 50 3937 -73 2282.3697980536417 2275.717523262981 150 GTEX 1 100 100 1.0 0.0015 50 3937 -74 2281.9689510220946 2275.9050441495365 150 GTEX 1 100 100 1.0 0.0015 50 3937 -75 2281.301701954404 2275.1202295107532 150 GTEX 1 100 100 1.0 0.0015 50 3937 -76 2281.1957857980765 2273.9975678766637 150 GTEX 1 100 100 1.0 0.0015 50 3937 -77 2280.7529893880965 2274.0458466852574 150 GTEX 1 100 100 1.0 0.0015 50 3937 -78 2280.770202733426 2273.8537978255704 150 GTEX 1 100 100 1.0 0.0015 50 3937 -79 2280.400097073428 2278.3487474564818 150 GTEX 1 100 100 1.0 0.0015 50 3937 -80 2280.2713038548377 2272.103390073595 150 GTEX 1 100 100 1.0 0.0015 50 3937 -81 2279.5844031559877 2274.341843753713 150 GTEX 1 100 100 1.0 0.0015 50 3937 -82 2279.154851149264 2272.6165502279882 150 GTEX 1 100 100 1.0 0.0015 50 3937 -83 2278.6735919788393 2271.394927862479 150 GTEX 1 100 100 1.0 0.0015 50 3937 -84 2278.432412606579 2272.100394941555 150 GTEX 1 100 100 1.0 0.0015 50 3937 -85 2277.9401333507594 2272.5045391126278 150 GTEX 1 100 100 1.0 0.0015 50 3937 -86 2277.4842200879125 2271.0777759624525 150 GTEX 1 100 100 1.0 0.0015 50 3937 -87 2277.2090246309963 2269.9782352810125 150 GTEX 1 100 100 1.0 0.0015 50 3937 -88 2276.4794569344913 2269.097471984167 150 GTEX 1 100 100 1.0 0.0015 50 3937 -89 2276.390504979881 2270.900486703155 150 GTEX 1 100 100 1.0 0.0015 50 3937 -90 2276.177521490152 2268.9166663572364 150 GTEX 1 100 100 1.0 0.0015 50 3937 -91 2275.7728731939733 2271.3844592888545 150 GTEX 1 100 100 1.0 0.0015 50 3937 -92 2276.299649491738 2270.2072018235353 150 GTEX 1 100 100 1.0 0.0015 50 3937 -93 2275.401127121473 2269.9043832060956 150 GTEX 1 100 100 1.0 0.0015 50 3937 -94 2275.129998448558 2269.5220743041527 150 GTEX 1 100 100 1.0 0.0015 50 3937 -95 2274.959285250533 2270.176828826788 150 GTEX 1 100 100 1.0 0.0015 50 3937 -96 2275.4578761101475 2270.0728560182984 150 GTEX 1 100 100 1.0 0.0015 50 3937 -97 2274.7730983541924 2267.8742086316242 150 GTEX 1 100 100 1.0 0.0015 50 3937 -98 2273.960055865317 2269.530489033166 150 GTEX 1 100 100 1.0 0.0015 50 3937 -99 2274.089516802198 2267.0095451558045 150 GTEX 1 100 100 1.0 0.0015 50 3937 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 6ef533842..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3684.9064908654736 4622.18197759476 150 GTEX 1 50 100 0.5 0.0015 50 4673 -1 2680.6074290442293 2972.6252566725584 150 GTEX 1 50 100 0.5 0.0015 50 4673 -2 2549.918430365843 2566.947525082432 150 GTEX 1 50 100 0.5 0.0015 50 4673 -3 2493.7593199207195 2491.012434926776 150 GTEX 1 50 100 0.5 0.0015 50 4673 -4 2462.2568159513394 2462.012977977216 150 GTEX 1 50 100 0.5 0.0015 50 4673 -5 2440.697140034544 2432.490911099394 150 GTEX 1 50 100 0.5 0.0015 50 4673 -6 2422.88154821415 2429.3314951617454 150 GTEX 1 50 100 0.5 0.0015 50 4673 -7 2409.4565131055574 2394.260817843245 150 GTEX 1 50 100 0.5 0.0015 50 4673 -8 2399.60372848406 2377.366490817342 150 GTEX 1 50 100 0.5 0.0015 50 4673 -9 2391.6360910556077 2381.57244803425 150 GTEX 1 50 100 0.5 0.0015 50 4673 -10 2383.9941214898627 2363.4951376099098 150 GTEX 1 50 100 0.5 0.0015 50 4673 -11 2379.894695678079 2360.1749109768593 150 GTEX 1 50 100 0.5 0.0015 50 4673 -12 2371.449786099081 2353.5547942535054 150 GTEX 1 50 100 0.5 0.0015 50 4673 -13 2367.424627210392 2347.642625467859 150 GTEX 1 50 100 0.5 0.0015 50 4673 -14 2361.6476196662998 2345.3610719165877 150 GTEX 1 50 100 0.5 0.0015 50 4673 -15 2358.6878988721924 2337.520318441065 150 GTEX 1 50 100 0.5 0.0015 50 4673 -16 2353.2806533550756 2338.185613711977 150 GTEX 1 50 100 0.5 0.0015 50 4673 -17 2350.5213715241102 2333.513372036894 150 GTEX 1 50 100 0.5 0.0015 50 4673 -18 2347.095889524962 2331.611289600909 150 GTEX 1 50 100 0.5 0.0015 50 4673 -19 2343.848042485781 2324.772071983424 150 GTEX 1 50 100 0.5 0.0015 50 4673 -20 2340.843499257495 2323.946314590512 150 GTEX 1 50 100 0.5 0.0015 50 4673 -21 2338.8154346131214 2324.0185806796576 150 GTEX 1 50 100 0.5 0.0015 50 4673 -22 2336.0501647994347 2316.0315475173775 150 GTEX 1 50 100 0.5 0.0015 50 4673 -23 2332.8670374103795 2315.8187283708116 150 GTEX 1 50 100 0.5 0.0015 50 4673 -24 2329.8289193660794 2320.4414243516812 150 GTEX 1 50 100 0.5 0.0015 50 4673 -25 2327.7281999468137 2313.6634410089414 150 GTEX 1 50 100 0.5 0.0015 50 4673 -26 2327.0131108699134 2312.229060996168 150 GTEX 1 50 100 0.5 0.0015 50 4673 -27 2323.657660249295 2310.16061018447 150 GTEX 1 50 100 0.5 0.0015 50 4673 -28 2322.997080885824 2306.1559626938274 150 GTEX 1 50 100 0.5 0.0015 50 4673 -29 2320.866774727755 2302.8535982429303 150 GTEX 1 50 100 0.5 0.0015 50 4673 -30 2319.067253070081 2305.0914849691067 150 GTEX 1 50 100 0.5 0.0015 50 4673 -31 2317.3688473313136 2302.279051341938 150 GTEX 1 50 100 0.5 0.0015 50 4673 -32 2316.1535691466493 2299.9398495054065 150 GTEX 1 50 100 0.5 0.0015 50 4673 -33 2314.887419477692 2301.120761421697 150 GTEX 1 50 100 0.5 0.0015 50 4673 -34 2313.4679527198095 2298.1145200548062 150 GTEX 1 50 100 0.5 0.0015 50 4673 -35 2311.9324802758515 2298.3691076706573 150 GTEX 1 50 100 0.5 0.0015 50 4673 -36 2310.4439394894353 2296.7006910200807 150 GTEX 1 50 100 0.5 0.0015 50 4673 -37 2309.164453558248 2294.045789827412 150 GTEX 1 50 100 0.5 0.0015 50 4673 -38 2307.963179663568 2293.449949779438 150 GTEX 1 50 100 0.5 0.0015 50 4673 -39 2307.2875444543793 2293.06658865925 150 GTEX 1 50 100 0.5 0.0015 50 4673 -40 2305.8939354303106 2292.0435001967976 150 GTEX 1 50 100 0.5 0.0015 50 4673 -41 2304.505093685838 2291.797766159696 150 GTEX 1 50 100 0.5 0.0015 50 4673 -42 2304.144759246965 2289.3955068842088 150 GTEX 1 50 100 0.5 0.0015 50 4673 -43 2303.405856749721 2290.5558784978016 150 GTEX 1 50 100 0.5 0.0015 50 4673 -44 2302.147128831979 2288.6708278873575 150 GTEX 1 50 100 0.5 0.0015 50 4673 -45 2301.0485901220604 2294.0200056068797 150 GTEX 1 50 100 0.5 0.0015 50 4673 -46 2300.080372321287 2285.828236394962 150 GTEX 1 50 100 0.5 0.0015 50 4673 -47 2298.8861777568627 2283.770649376931 150 GTEX 1 50 100 0.5 0.0015 50 4673 -48 2298.6095470615032 2287.0279489959603 150 GTEX 1 50 100 0.5 0.0015 50 4673 -49 2297.8934591149687 2283.6628371554184 150 GTEX 1 50 100 0.5 0.0015 50 4673 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index a4b843419..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3706.002455254725 4388.693623473889 150 GTEX 1 50 100 0.0 0.0015 50 221 -1 2686.44712414877 2766.080523704848 150 GTEX 1 50 100 0.0 0.0015 50 221 -2 2547.5265665591246 2611.06428464012 150 GTEX 1 50 100 0.0 0.0015 50 221 -3 2489.359609212016 2604.4317241712215 150 GTEX 1 50 100 0.0 0.0015 50 221 -4 2456.8971289093447 2517.923873611276 150 GTEX 1 50 100 0.0 0.0015 50 221 -5 2433.2294910270134 2470.159237241564 150 GTEX 1 50 100 0.0 0.0015 50 221 -6 2418.766726250355 2416.6624570201107 150 GTEX 1 50 100 0.0 0.0015 50 221 -7 2402.9550194559474 2449.736731003446 150 GTEX 1 50 100 0.0 0.0015 50 221 -8 2394.092005891559 2387.563461245693 150 GTEX 1 50 100 0.0 0.0015 50 221 -9 2387.47307314842 2387.2371816888963 150 GTEX 1 50 100 0.0 0.0015 50 221 -10 2380.5860173672772 2377.0406893305903 150 GTEX 1 50 100 0.0 0.0015 50 221 -11 2374.4356471668443 2377.378746119742 150 GTEX 1 50 100 0.0 0.0015 50 221 -12 2368.8499477471496 2362.828280952947 150 GTEX 1 50 100 0.0 0.0015 50 221 -13 2362.5145505697838 2369.7891957098086 150 GTEX 1 50 100 0.0 0.0015 50 221 -14 2357.734783259241 2363.7161702783387 150 GTEX 1 50 100 0.0 0.0015 50 221 -15 2355.2594028052627 2352.2788039522934 150 GTEX 1 50 100 0.0 0.0015 50 221 -16 2349.828093512126 2358.925535252792 150 GTEX 1 50 100 0.0 0.0015 50 221 -17 2346.0986957624596 2346.398735481523 150 GTEX 1 50 100 0.0 0.0015 50 221 -18 2343.6001610961926 2341.5522516634983 150 GTEX 1 50 100 0.0 0.0015 50 221 -19 2340.1115707698864 2339.8200976005523 150 GTEX 1 50 100 0.0 0.0015 50 221 -20 2337.9178699796826 2340.5365291929065 150 GTEX 1 50 100 0.0 0.0015 50 221 -21 2334.5059853007074 2338.8342777150665 150 GTEX 1 50 100 0.0 0.0015 50 221 -22 2331.874723030494 2332.7050563101534 150 GTEX 1 50 100 0.0 0.0015 50 221 -23 2329.77790818497 2338.7727928016575 150 GTEX 1 50 100 0.0 0.0015 50 221 -24 2327.794395503996 2329.080062344047 150 GTEX 1 50 100 0.0 0.0015 50 221 -25 2325.9539389396227 2327.846953997594 150 GTEX 1 50 100 0.0 0.0015 50 221 -26 2323.965221965528 2324.225933118465 150 GTEX 1 50 100 0.0 0.0015 50 221 -27 2320.8422455191803 2324.048753861692 150 GTEX 1 50 100 0.0 0.0015 50 221 -28 2319.4673636309435 2320.3507534940886 150 GTEX 1 50 100 0.0 0.0015 50 221 -29 2317.9899609643203 2324.392217483811 150 GTEX 1 50 100 0.0 0.0015 50 221 -30 2316.4785787554797 2343.917155102632 150 GTEX 1 50 100 0.0 0.0015 50 221 -31 2315.29866408375 2320.0554435933045 150 GTEX 1 50 100 0.0 0.0015 50 221 -32 2313.8021750203834 2315.396897000505 150 GTEX 1 50 100 0.0 0.0015 50 221 -33 2311.8987427595944 2313.233861190738 150 GTEX 1 50 100 0.0 0.0015 50 221 -34 2309.988831759129 2312.0614872341375 150 GTEX 1 50 100 0.0 0.0015 50 221 -35 2308.963039038362 2309.084659706957 150 GTEX 1 50 100 0.0 0.0015 50 221 -36 2307.497799252915 2310.2059725337153 150 GTEX 1 50 100 0.0 0.0015 50 221 -37 2307.476983911424 2307.9683262349986 150 GTEX 1 50 100 0.0 0.0015 50 221 -38 2305.698974480432 2312.143540298984 150 GTEX 1 50 100 0.0 0.0015 50 221 -39 2304.082520356485 2306.1207215051686 150 GTEX 1 50 100 0.0 0.0015 50 221 -40 2303.1263950340244 2304.600758135545 150 GTEX 1 50 100 0.0 0.0015 50 221 -41 2303.325609941524 2303.6624746576463 150 GTEX 1 50 100 0.0 0.0015 50 221 -42 2301.3490394470596 2306.1444152135814 150 GTEX 1 50 100 0.0 0.0015 50 221 -43 2300.6731463261362 2304.386152028131 150 GTEX 1 50 100 0.0 0.0015 50 221 -44 2299.928093145928 2302.423188068114 150 GTEX 1 50 100 0.0 0.0015 50 221 -45 2299.333056785041 2302.991244355989 150 GTEX 1 50 100 0.0 0.0015 50 221 -46 2297.6799408987304 2299.8016134631953 150 GTEX 1 50 100 0.0 0.0015 50 221 -47 2297.437619994331 2297.7745249933164 150 GTEX 1 50 100 0.0 0.0015 50 221 -48 2296.322806025 2299.305892886318 150 GTEX 1 50 100 0.0 0.0015 50 221 -49 2295.496395192882 2300.2773804175085 150 GTEX 1 50 100 0.0 0.0015 50 221 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 7a833098c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3693.8781800947536 4239.908456548538 150 GTEX 1 50 100 1.0 0.0015 50 260 -1 2673.6371422503003 2821.6244453459185 150 GTEX 1 50 100 1.0 0.0015 50 260 -2 2552.8946640354734 2738.482778803024 150 GTEX 1 50 100 1.0 0.0015 50 260 -3 2497.4825637122703 2482.0188248202826 150 GTEX 1 50 100 1.0 0.0015 50 260 -4 2463.2133339567295 2433.029189657349 150 GTEX 1 50 100 1.0 0.0015 50 260 -5 2441.290971990698 2434.989119032943 150 GTEX 1 50 100 1.0 0.0015 50 260 -6 2422.9627854591113 2391.9845499829194 150 GTEX 1 50 100 1.0 0.0015 50 260 -7 2412.674815570287 2380.409877762595 150 GTEX 1 50 100 1.0 0.0015 50 260 -8 2399.8667916192844 2376.9508998856345 150 GTEX 1 50 100 1.0 0.0015 50 260 -9 2393.7869549528955 2377.1990224163796 150 GTEX 1 50 100 1.0 0.0015 50 260 -10 2384.31119259562 2361.3876577167002 150 GTEX 1 50 100 1.0 0.0015 50 260 -11 2379.4888006838723 2355.178310843928 150 GTEX 1 50 100 1.0 0.0015 50 260 -12 2372.8576853054938 2351.7971075369833 150 GTEX 1 50 100 1.0 0.0015 50 260 -13 2367.689612085897 2346.186295077828 150 GTEX 1 50 100 1.0 0.0015 50 260 -14 2363.874079527693 2342.5483393796044 150 GTEX 1 50 100 1.0 0.0015 50 260 -15 2358.4326869456486 2338.540015855216 150 GTEX 1 50 100 1.0 0.0015 50 260 -16 2353.459365014656 2357.0324586353377 150 GTEX 1 50 100 1.0 0.0015 50 260 -17 2351.4329389775835 2330.2212735600347 150 GTEX 1 50 100 1.0 0.0015 50 260 -18 2347.908693675646 2325.5304716277033 150 GTEX 1 50 100 1.0 0.0015 50 260 -19 2345.1833646183372 2323.4925151868465 150 GTEX 1 50 100 1.0 0.0015 50 260 -20 2341.1622719978773 2316.4941759000712 150 GTEX 1 50 100 1.0 0.0015 50 260 -21 2337.3799435446404 2318.658150212393 150 GTEX 1 50 100 1.0 0.0015 50 260 -22 2334.9157585900775 2312.313212463611 150 GTEX 1 50 100 1.0 0.0015 50 260 -23 2332.59540604039 2315.152108428143 150 GTEX 1 50 100 1.0 0.0015 50 260 -24 2330.8763712569403 2310.3516534725522 150 GTEX 1 50 100 1.0 0.0015 50 260 -25 2328.4929670376373 2306.7586901994714 150 GTEX 1 50 100 1.0 0.0015 50 260 -26 2326.880357993144 2311.073171173212 150 GTEX 1 50 100 1.0 0.0015 50 260 -27 2325.1601718778884 2302.8558391382485 150 GTEX 1 50 100 1.0 0.0015 50 260 -28 2322.4890509879715 2304.0613470621433 150 GTEX 1 50 100 1.0 0.0015 50 260 -29 2320.7465116025983 2299.1459905240017 150 GTEX 1 50 100 1.0 0.0015 50 260 -30 2319.37012654876 2299.281888200303 150 GTEX 1 50 100 1.0 0.0015 50 260 -31 2317.3820305382346 2302.2113816874107 150 GTEX 1 50 100 1.0 0.0015 50 260 -32 2316.3404181909445 2295.311191109197 150 GTEX 1 50 100 1.0 0.0015 50 260 -33 2315.348412887365 2293.584345016189 150 GTEX 1 50 100 1.0 0.0015 50 260 -34 2313.7716496025255 2291.3878689029825 150 GTEX 1 50 100 1.0 0.0015 50 260 -35 2311.754145000809 2291.222860938243 150 GTEX 1 50 100 1.0 0.0015 50 260 -36 2310.966244844344 2292.664017942015 150 GTEX 1 50 100 1.0 0.0015 50 260 -37 2309.0270914859675 2288.2047434759684 150 GTEX 1 50 100 1.0 0.0015 50 260 -38 2307.682493892229 2287.7113608008553 150 GTEX 1 50 100 1.0 0.0015 50 260 -39 2307.0663858770104 2288.2666665428947 150 GTEX 1 50 100 1.0 0.0015 50 260 -40 2306.0203773737885 2291.4368553016575 150 GTEX 1 50 100 1.0 0.0015 50 260 -41 2304.299761440027 2287.5372402640805 150 GTEX 1 50 100 1.0 0.0015 50 260 -42 2304.3775743722435 2284.21307628327 150 GTEX 1 50 100 1.0 0.0015 50 260 -43 2303.2289276751644 2285.907205211799 150 GTEX 1 50 100 1.0 0.0015 50 260 -44 2301.2488791503133 2281.234276601117 150 GTEX 1 50 100 1.0 0.0015 50 260 -45 2300.6511587640784 2280.9407940418546 150 GTEX 1 50 100 1.0 0.0015 50 260 -46 2299.7343521513053 2280.503850552519 150 GTEX 1 50 100 1.0 0.0015 50 260 -47 2298.7589986979856 2278.3357727282855 150 GTEX 1 50 100 1.0 0.0015 50 260 -48 2298.1952870208684 2279.3522731070284 150 GTEX 1 50 100 1.0 0.0015 50 260 -49 2297.7727634377147 2277.9195709808696 150 GTEX 1 50 100 1.0 0.0015 50 260 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 804ac2abf..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3022.3262613614233 2683.4860338566423 50 GTEX 1 100 100 0.5 0.0015 50 5087 -1 2492.2752819518623 2437.4469732132247 50 GTEX 1 100 100 0.5 0.0015 50 5087 -2 2428.587405077341 2420.1349744905538 50 GTEX 1 100 100 0.5 0.0015 50 5087 -3 2399.442622955893 2386.4628223955856 50 GTEX 1 100 100 0.5 0.0015 50 5087 -4 2377.4295116991507 2358.3447776185244 50 GTEX 1 100 100 0.5 0.0015 50 5087 -5 2363.478986911566 2356.1694948609793 50 GTEX 1 100 100 0.5 0.0015 50 5087 -6 2352.7546578585893 2345.5860071218513 50 GTEX 1 100 100 0.5 0.0015 50 5087 -7 2343.927123572137 2337.1423961798955 50 GTEX 1 100 100 0.5 0.0015 50 5087 -8 2336.623372817047 2330.441128690886 50 GTEX 1 100 100 0.5 0.0015 50 5087 -9 2331.6424416517575 2326.0615359694334 50 GTEX 1 100 100 0.5 0.0015 50 5087 -10 2326.4972546622685 2317.0558427585847 50 GTEX 1 100 100 0.5 0.0015 50 5087 -11 2321.4985761601156 2314.745566016368 50 GTEX 1 100 100 0.5 0.0015 50 5087 -12 2317.805269419637 2318.652125137387 50 GTEX 1 100 100 0.5 0.0015 50 5087 -13 2314.38136545038 2309.3696484003685 50 GTEX 1 100 100 0.5 0.0015 50 5087 -14 2311.3649311011277 2306.8932153970118 50 GTEX 1 100 100 0.5 0.0015 50 5087 -15 2308.0501350651853 2303.4923796563094 50 GTEX 1 100 100 0.5 0.0015 50 5087 -16 2306.499235058707 2300.4565722099273 50 GTEX 1 100 100 0.5 0.0015 50 5087 -17 2303.3923998742343 2298.237384520556 50 GTEX 1 100 100 0.5 0.0015 50 5087 -18 2300.9086277857873 2299.080649488326 50 GTEX 1 100 100 0.5 0.0015 50 5087 -19 2299.4689196115864 2294.044355153131 50 GTEX 1 100 100 0.5 0.0015 50 5087 -20 2297.0725648758516 2296.6791811170688 50 GTEX 1 100 100 0.5 0.0015 50 5087 -21 2295.7280739953176 2294.0326883874463 50 GTEX 1 100 100 0.5 0.0015 50 5087 -22 2294.1333782501883 2290.6553212445046 50 GTEX 1 100 100 0.5 0.0015 50 5087 -23 2292.2200247302308 2286.098405845265 50 GTEX 1 100 100 0.5 0.0015 50 5087 -24 2290.904698454995 2286.351088607266 50 GTEX 1 100 100 0.5 0.0015 50 5087 -25 2289.888773636794 2285.8128648185007 50 GTEX 1 100 100 0.5 0.0015 50 5087 -26 2288.6364062438106 2284.5991429085966 50 GTEX 1 100 100 0.5 0.0015 50 5087 -27 2287.605010615617 2287.7606423961797 50 GTEX 1 100 100 0.5 0.0015 50 5087 -28 2286.5756775076416 2288.5473707075807 50 GTEX 1 100 100 0.5 0.0015 50 5087 -29 2285.0659191550253 2281.680519249049 50 GTEX 1 100 100 0.5 0.0015 50 5087 -30 2284.1287756307684 2279.122993034102 50 GTEX 1 100 100 0.5 0.0015 50 5087 -31 2283.923737710187 2280.206387015803 50 GTEX 1 100 100 0.5 0.0015 50 5087 -32 2282.2079789808513 2278.320716770883 50 GTEX 1 100 100 0.5 0.0015 50 5087 -33 2282.470569075885 2277.6090440641337 50 GTEX 1 100 100 0.5 0.0015 50 5087 -34 2281.5164401516863 2278.5840609590364 50 GTEX 1 100 100 0.5 0.0015 50 5087 -35 2280.709392170046 2279.3222020370426 50 GTEX 1 100 100 0.5 0.0015 50 5087 -36 2280.6590194887503 2276.5527055979683 50 GTEX 1 100 100 0.5 0.0015 50 5087 -37 2279.598347461701 2277.0082098086978 50 GTEX 1 100 100 0.5 0.0015 50 5087 -38 2278.988117982408 2275.5235414686313 50 GTEX 1 100 100 0.5 0.0015 50 5087 -39 2279.2598482258686 2275.729567843245 50 GTEX 1 100 100 0.5 0.0015 50 5087 -40 2278.57340274729 2276.84501526111 50 GTEX 1 100 100 0.5 0.0015 50 5087 -41 2278.600422850428 2276.1321561980158 50 GTEX 1 100 100 0.5 0.0015 50 5087 -42 2277.2482163576437 2272.7994760723623 50 GTEX 1 100 100 0.5 0.0015 50 5087 -43 2276.835199275691 2275.3339068626724 50 GTEX 1 100 100 0.5 0.0015 50 5087 -44 2276.30517578125 2277.3538716247326 50 GTEX 1 100 100 0.5 0.0015 50 5087 -45 2276.244541586069 2278.042504604325 50 GTEX 1 100 100 0.5 0.0015 50 5087 -46 2276.3264196776054 2274.945642507575 50 GTEX 1 100 100 0.5 0.0015 50 5087 -47 2276.154932486491 2272.1470459912666 50 GTEX 1 100 100 0.5 0.0015 50 5087 -48 2275.387925166244 2271.504356007159 50 GTEX 1 100 100 0.5 0.0015 50 5087 -49 2275.2736846063135 2272.1100266605276 50 GTEX 1 100 100 0.5 0.0015 50 5087 -50 2274.5196939244547 2272.8488792738535 50 GTEX 1 100 100 0.5 0.0015 50 5087 -51 2274.7930379665877 2272.0166595807095 50 GTEX 1 100 100 0.5 0.0015 50 5087 -52 2274.0930659575283 2273.496271053648 50 GTEX 1 100 100 0.5 0.0015 50 5087 -53 2273.9241352155846 2271.8848918726235 50 GTEX 1 100 100 0.5 0.0015 50 5087 -54 2274.024539704533 2271.9759419372326 50 GTEX 1 100 100 0.5 0.0015 50 5087 -55 2274.1214064882865 2271.4277589747207 50 GTEX 1 100 100 0.5 0.0015 50 5087 -56 2273.515234999084 2269.872798557064 50 GTEX 1 100 100 0.5 0.0015 50 5087 -57 2272.9503299289636 2271.511294520853 50 GTEX 1 100 100 0.5 0.0015 50 5087 -58 2272.370542621945 2271.408699760872 50 GTEX 1 100 100 0.5 0.0015 50 5087 -59 2272.8218489328888 2270.898103315114 50 GTEX 1 100 100 0.5 0.0015 50 5087 -60 2272.705362392678 2270.1857487783686 50 GTEX 1 100 100 0.5 0.0015 50 5087 -61 2272.605261229179 2270.4970596371495 50 GTEX 1 100 100 0.5 0.0015 50 5087 -62 2271.954230505473 2268.8395146707167 50 GTEX 1 100 100 0.5 0.0015 50 5087 -63 2272.331457789022 2268.4192015209123 50 GTEX 1 100 100 0.5 0.0015 50 5087 -64 2272.5517885525046 2268.9467323216195 50 GTEX 1 100 100 0.5 0.0015 50 5087 -65 2272.4588108177586 2271.0811609768593 50 GTEX 1 100 100 0.5 0.0015 50 5087 -66 2271.8274160457463 2269.7970569451045 50 GTEX 1 100 100 0.5 0.0015 50 5087 -67 2272.5760712221154 2269.8851531866385 50 GTEX 1 100 100 0.5 0.0015 50 5087 -68 2271.5656155974784 2271.3493517741504 50 GTEX 1 100 100 0.5 0.0015 50 5087 -69 2271.779030349875 2270.2287449129635 50 GTEX 1 100 100 0.5 0.0015 50 5087 -70 2271.4807705281337 2267.656583256595 50 GTEX 1 100 100 0.5 0.0015 50 5087 -71 2272.177378776069 2268.671040001931 50 GTEX 1 100 100 0.5 0.0015 50 5087 -72 2271.1600516514604 2269.9345949122207 50 GTEX 1 100 100 0.5 0.0015 50 5087 -73 2271.485552507229 2268.7597749079137 50 GTEX 1 100 100 0.5 0.0015 50 5087 -74 2271.1173409679263 2270.69547773586 50 GTEX 1 100 100 0.5 0.0015 50 5087 -75 2270.940831319072 2267.13852056351 50 GTEX 1 100 100 0.5 0.0015 50 5087 -76 2271.192630202488 2267.1534767295925 50 GTEX 1 100 100 0.5 0.0015 50 5087 -77 2270.348821713955 2269.268621524477 50 GTEX 1 100 100 0.5 0.0015 50 5087 -78 2270.362205375622 2267.6820100849573 50 GTEX 1 100 100 0.5 0.0015 50 5087 -79 2270.6134730139893 2272.4170669149535 50 GTEX 1 100 100 0.5 0.0015 50 5087 -80 2270.554565623102 2267.3193493977246 50 GTEX 1 100 100 0.5 0.0015 50 5087 -81 2270.3129939805294 2268.887272939936 50 GTEX 1 100 100 0.5 0.0015 50 5087 -82 2270.5885240444604 2271.2375525412904 50 GTEX 1 100 100 0.5 0.0015 50 5087 -83 2270.3115901783826 2269.415702790815 50 GTEX 1 100 100 0.5 0.0015 50 5087 -84 2270.480883353235 2269.3954381906487 50 GTEX 1 100 100 0.5 0.0015 50 5087 -85 2270.6688482700188 2267.5719866734494 50 GTEX 1 100 100 0.5 0.0015 50 5087 -86 2270.1871666566262 2267.820849516546 50 GTEX 1 100 100 0.5 0.0015 50 5087 -87 2269.844789847711 2269.982334615613 50 GTEX 1 100 100 0.5 0.0015 50 5087 -88 2269.94464916577 2266.795243992098 50 GTEX 1 100 100 0.5 0.0015 50 5087 -89 2269.3198286285997 2266.780026512001 50 GTEX 1 100 100 0.5 0.0015 50 5087 -90 2269.5086741485225 2265.913706964413 50 GTEX 1 100 100 0.5 0.0015 50 5087 -91 2269.794984154456 2266.188722095562 50 GTEX 1 100 100 0.5 0.0015 50 5087 -92 2270.166514273265 2269.7648090319035 50 GTEX 1 100 100 0.5 0.0015 50 5087 -93 2270.1279904712173 2275.4541475129217 50 GTEX 1 100 100 0.5 0.0015 50 5087 -94 2270.779219586582 2267.811466347582 50 GTEX 1 100 100 0.5 0.0015 50 5087 -95 2269.2853205233478 2267.05046145363 50 GTEX 1 100 100 0.5 0.0015 50 5087 -96 2269.5364749497844 2270.7581726770436 50 GTEX 1 100 100 0.5 0.0015 50 5087 -97 2269.799523101836 2269.213732585254 50 GTEX 1 100 100 0.5 0.0015 50 5087 -98 2269.3217649136473 2267.2167741318617 50 GTEX 1 100 100 0.5 0.0015 50 5087 -99 2269.65098587734 2268.0583031948076 50 GTEX 1 100 100 0.5 0.0015 50 5087 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index ff0a0e263..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3020.4365718684808 2642.8093182813986 50 GTEX 1 100 100 0.0 0.0015 50 6081 -1 2495.5986999660004 2522.130005346958 50 GTEX 1 100 100 0.0 0.0015 50 6081 -2 2429.996609135063 2403.834678272784 50 GTEX 1 100 100 0.0 0.0015 50 6081 -3 2395.755266392056 2377.1717371487343 50 GTEX 1 100 100 0.0 0.0015 50 6081 -4 2378.2497586445434 2361.286548222879 50 GTEX 1 100 100 0.0 0.0015 50 6081 -5 2365.541366762504 2344.40507060584 50 GTEX 1 100 100 0.0 0.0015 50 6081 -6 2352.8016426922136 2347.4107322547825 50 GTEX 1 100 100 0.0 0.0015 50 6081 -7 2345.416927251819 2332.1496363882784 50 GTEX 1 100 100 0.0 0.0015 50 6081 -8 2337.70839590506 2326.8972984865136 50 GTEX 1 100 100 0.0 0.0015 50 6081 -9 2331.002644517221 2320.1233035475584 50 GTEX 1 100 100 0.0 0.0015 50 6081 -10 2327.023238644147 2318.6694410200807 50 GTEX 1 100 100 0.0 0.0015 50 6081 -11 2322.259685912454 2310.272569547588 50 GTEX 1 100 100 0.0 0.0015 50 6081 -12 2318.610900008541 2312.398386908121 50 GTEX 1 100 100 0.0 0.0015 50 6081 -13 2314.8204694751753 2305.15208939817 50 GTEX 1 100 100 0.0 0.0015 50 6081 -14 2311.4715198497906 2309.064050246554 50 GTEX 1 100 100 0.0 0.0015 50 6081 -15 2309.002049625921 2299.486117402864 50 GTEX 1 100 100 0.0 0.0015 50 6081 -16 2305.5959595152076 2295.178068559886 50 GTEX 1 100 100 0.0 0.0015 50 6081 -17 2303.407211811424 2293.795876158508 50 GTEX 1 100 100 0.0 0.0015 50 6081 -18 2301.4760807432644 2290.8525186400902 50 GTEX 1 100 100 0.0 0.0015 50 6081 -19 2299.263981002883 2292.5924457506535 50 GTEX 1 100 100 0.0 0.0015 50 6081 -20 2297.9027911563276 2286.729228088611 50 GTEX 1 100 100 0.0 0.0015 50 6081 -21 2295.4777330443085 2286.278370904379 50 GTEX 1 100 100 0.0 0.0015 50 6081 -22 2294.050035727519 2285.4727811051866 50 GTEX 1 100 100 0.0 0.0015 50 6081 -23 2292.1731069727407 2283.377771413825 50 GTEX 1 100 100 0.0 0.0015 50 6081 -24 2291.748916260101 2282.41911379738 50 GTEX 1 100 100 0.0 0.0015 50 6081 -25 2290.7766604553976 2280.7742576454075 50 GTEX 1 100 100 0.0 0.0015 50 6081 -26 2289.3289226928077 2281.0500228359674 50 GTEX 1 100 100 0.0 0.0015 50 6081 -27 2288.1258103292193 2279.2530192676154 50 GTEX 1 100 100 0.0 0.0015 50 6081 -28 2286.565191761926 2276.8585599601947 50 GTEX 1 100 100 0.0 0.0015 50 6081 -29 2286.210314550709 2276.1248124851472 50 GTEX 1 100 100 0.0 0.0015 50 6081 -30 2285.384941632158 2276.4547847849335 50 GTEX 1 100 100 0.0 0.0015 50 6081 -31 2284.0434770431993 2277.4227280997507 50 GTEX 1 100 100 0.0 0.0015 50 6081 -32 2283.5218183630886 2276.6454813561963 50 GTEX 1 100 100 0.0 0.0015 50 6081 -33 2282.7009567981213 2273.7388832469405 50 GTEX 1 100 100 0.0 0.0015 50 6081 -34 2281.5979317753445 2274.498322577531 50 GTEX 1 100 100 0.0 0.0015 50 6081 -35 2281.3840672182814 2270.636690437114 50 GTEX 1 100 100 0.0 0.0015 50 6081 -36 2280.2784333696986 2275.1852776705086 50 GTEX 1 100 100 0.0 0.0015 50 6081 -37 2280.059291383061 2272.433121713849 50 GTEX 1 100 100 0.0 0.0015 50 6081 -38 2278.7283055511084 2271.7137093779706 50 GTEX 1 100 100 0.0 0.0015 50 6081 -39 2279.8773933105213 2270.6624885820165 50 GTEX 1 100 100 0.0 0.0015 50 6081 -40 2278.4064452454495 2271.1111433950214 50 GTEX 1 100 100 0.0 0.0015 50 6081 -41 2278.495891335321 2269.3299848317192 50 GTEX 1 100 100 0.0 0.0015 50 6081 -42 2278.100246508018 2269.7427198750893 50 GTEX 1 100 100 0.0 0.0015 50 6081 -43 2276.930562661746 2269.91387684173 50 GTEX 1 100 100 0.0 0.0015 50 6081 -44 2276.2304076568194 2267.166144193352 50 GTEX 1 100 100 0.0 0.0015 50 6081 -45 2276.5602687450073 2274.977423490227 50 GTEX 1 100 100 0.0 0.0015 50 6081 -46 2276.005610695582 2266.7144441205737 50 GTEX 1 100 100 0.0 0.0015 50 6081 -47 2276.4998598905654 2267.5353627948252 50 GTEX 1 100 100 0.0 0.0015 50 6081 -48 2275.7123822028575 2267.521297788439 50 GTEX 1 100 100 0.0 0.0015 50 6081 -49 2274.9963487476234 2267.146734549519 50 GTEX 1 100 100 0.0 0.0015 50 6081 -50 2274.871836281004 2266.083300688421 50 GTEX 1 100 100 0.0 0.0015 50 6081 -51 2274.9103191307636 2266.152564683341 50 GTEX 1 100 100 0.0 0.0015 50 6081 -52 2274.8721643635045 2265.5813396729445 50 GTEX 1 100 100 0.0 0.0015 50 6081 -53 2274.324825220379 2266.071597255228 50 GTEX 1 100 100 0.0 0.0015 50 6081 -54 2274.0319301741824 2264.9548075280713 50 GTEX 1 100 100 0.0 0.0015 50 6081 -55 2273.9919935439802 2265.8780526861037 50 GTEX 1 100 100 0.0 0.0015 50 6081 -56 2273.8216509796366 2266.041827879931 50 GTEX 1 100 100 0.0 0.0015 50 6081 -57 2273.467969998168 2267.3340860229027 50 GTEX 1 100 100 0.0 0.0015 50 6081 -58 2273.132156412365 2267.0226846557152 50 GTEX 1 100 100 0.0 0.0015 50 6081 -59 2273.916389508044 2264.330217832848 50 GTEX 1 100 100 0.0 0.0015 50 6081 -60 2272.9845433221567 2264.1241779980096 50 GTEX 1 100 100 0.0 0.0015 50 6081 -61 2272.669934098794 2262.65720938911 50 GTEX 1 100 100 0.0 0.0015 50 6081 -62 2272.7586838450343 2267.7710322971125 50 GTEX 1 100 100 0.0 0.0015 50 6081 -63 2272.4251138669606 2266.7041925350522 50 GTEX 1 100 100 0.0 0.0015 50 6081 -64 2272.6783121942503 2268.613215341314 50 GTEX 1 100 100 0.0 0.0015 50 6081 -65 2272.9332002934125 2269.5370954506297 50 GTEX 1 100 100 0.0 0.0015 50 6081 -66 2271.9373084938966 2267.421832298598 50 GTEX 1 100 100 0.0 0.0015 50 6081 -67 2271.9659693963654 2264.195577991326 50 GTEX 1 100 100 0.0 0.0015 50 6081 -68 2272.295096670094 2263.081330390031 50 GTEX 1 100 100 0.0 0.0015 50 6081 -69 2271.7785711065826 2264.6271220740255 50 GTEX 1 100 100 0.0 0.0015 50 6081 -70 2272.0203364730774 2264.3893922290877 50 GTEX 1 100 100 0.0 0.0015 50 6081 -71 2271.277583893393 2262.4767026719937 50 GTEX 1 100 100 0.0 0.0015 50 6081 -72 2271.1856640067967 2264.181653621079 50 GTEX 1 100 100 0.0 0.0015 50 6081 -73 2271.6705089007787 2263.3427985013664 50 GTEX 1 100 100 0.0 0.0015 50 6081 -74 2271.6231738064625 2263.1393964063986 50 GTEX 1 100 100 0.0 0.0015 50 6081 -75 2271.3839098046997 2264.4850777165516 50 GTEX 1 100 100 0.0 0.0015 50 6081 -76 2271.2780807880335 2262.8577555957404 50 GTEX 1 100 100 0.0 0.0015 50 6081 -77 2270.9738468578353 2262.5041480698965 50 GTEX 1 100 100 0.0 0.0015 50 6081 -78 2270.9559768059444 2263.814909844344 50 GTEX 1 100 100 0.0 0.0015 50 6081 -79 2271.1231676171997 2262.2655182464946 50 GTEX 1 100 100 0.0 0.0015 50 6081 -80 2271.3268083375146 2261.7264158299668 50 GTEX 1 100 100 0.0 0.0015 50 6081 -81 2271.215911552548 2262.5289993576225 50 GTEX 1 100 100 0.0 0.0015 50 6081 -82 2271.1534309713593 2263.18128648185 50 GTEX 1 100 100 0.0 0.0015 50 6081 -83 2270.713505992444 2271.1210914292715 50 GTEX 1 100 100 0.0 0.0015 50 6081 -84 2271.22031374301 2262.025109352721 50 GTEX 1 100 100 0.0 0.0015 50 6081 -85 2270.6182311902116 2261.5782373232532 50 GTEX 1 100 100 0.0 0.0015 50 6081 -86 2270.554666637027 2263.0554575176748 50 GTEX 1 100 100 0.0 0.0015 50 6081 -87 2270.9457565795988 2263.2982581541114 50 GTEX 1 100 100 0.0 0.0015 50 6081 -88 2270.606172469169 2261.198547131208 50 GTEX 1 100 100 0.0 0.0015 50 6081 -89 2270.5396314737623 2261.581761581363 50 GTEX 1 100 100 0.0 0.0015 50 6081 -90 2270.5203329142514 2264.169082235474 50 GTEX 1 100 100 0.0 0.0015 50 6081 -91 2270.395274683605 2261.8746249702945 50 GTEX 1 100 100 0.0 0.0015 50 6081 -92 2270.0642862470045 2263.093576873663 50 GTEX 1 100 100 0.0 0.0015 50 6081 -93 2270.175351947266 2262.4021307071353 50 GTEX 1 100 100 0.0 0.0015 50 6081 -94 2270.346917587285 2266.256281747564 50 GTEX 1 100 100 0.0 0.0015 50 6081 -95 2270.577021170786 2262.2269769820878 50 GTEX 1 100 100 0.0 0.0015 50 6081 -96 2270.5788186358286 2260.4214944005466 50 GTEX 1 100 100 0.0 0.0015 50 6081 -97 2270.1447827145857 2262.170797253743 50 GTEX 1 100 100 0.0 0.0015 50 6081 -98 2270.888660476441 2261.023804175083 50 GTEX 1 100 100 0.0 0.0015 50 6081 -99 2270.2258978763402 2261.9325805199915 50 GTEX 1 100 100 0.0 0.0015 50 6081 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index 31ed1e95d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3027.922347756516 2627.0873833137775 50 GTEX 1 100 100 1.0 0.0015 50 6991 -1 2496.8163188782414 2442.0148503408686 50 GTEX 1 100 100 1.0 0.0015 50 6991 -2 2431.706639340728 2393.1881702263545 50 GTEX 1 100 100 1.0 0.0015 50 6991 -3 2398.7810219256694 2369.0305514607594 50 GTEX 1 100 100 1.0 0.0015 50 6991 -4 2377.9144236434786 2349.6942937002436 50 GTEX 1 100 100 1.0 0.0015 50 6991 -5 2363.7518789054247 2340.700274217265 50 GTEX 1 100 100 1.0 0.0015 50 6991 -6 2352.8319073100142 2332.7055975040103 50 GTEX 1 100 100 1.0 0.0015 50 6991 -7 2344.1879890033306 2322.731231341344 50 GTEX 1 100 100 1.0 0.0015 50 6991 -8 2337.636618767619 2323.084342695461 50 GTEX 1 100 100 1.0 0.0015 50 6991 -9 2334.068084004387 2316.239949853701 50 GTEX 1 100 100 1.0 0.0015 50 6991 -10 2326.989331671035 2307.8382791149297 50 GTEX 1 100 100 1.0 0.0015 50 6991 -11 2323.239772114442 2305.538064586799 50 GTEX 1 100 100 1.0 0.0015 50 6991 -12 2319.7281961301014 2301.000841960254 50 GTEX 1 100 100 1.0 0.0015 50 6991 -13 2315.7175985134627 2299.2483917352365 50 GTEX 1 100 100 1.0 0.0015 50 6991 -14 2312.5832473369665 2298.7944298805846 50 GTEX 1 100 100 1.0 0.0015 50 6991 -15 2309.7703812420777 2290.590464776913 50 GTEX 1 100 100 1.0 0.0015 50 6991 -16 2307.2161474923996 2290.7497809232414 50 GTEX 1 100 100 1.0 0.0015 50 6991 -17 2303.9364877718735 2290.284113778814 50 GTEX 1 100 100 1.0 0.0015 50 6991 -18 2302.0047660675323 2286.4517279215183 50 GTEX 1 100 100 1.0 0.0015 50 6991 -19 2300.675766627867 2286.1804658722967 50 GTEX 1 100 100 1.0 0.0015 50 6991 -20 2299.1003830586264 2283.3557964368465 50 GTEX 1 100 100 1.0 0.0015 50 6991 -21 2297.7407333069395 2284.023739194689 50 GTEX 1 100 100 1.0 0.0015 50 6991 -22 2295.1047461793682 2279.6045488132722 50 GTEX 1 100 100 1.0 0.0015 50 6991 -23 2293.895563490076 2277.1738931053947 50 GTEX 1 100 100 1.0 0.0015 50 6991 -24 2292.177609841877 2279.326932609761 50 GTEX 1 100 100 1.0 0.0015 50 6991 -25 2291.753394243243 2275.9610577137296 50 GTEX 1 100 100 1.0 0.0015 50 6991 -26 2290.2800836076553 2276.510729191421 50 GTEX 1 100 100 1.0 0.0015 50 6991 -27 2289.560512576169 2274.2675279972673 50 GTEX 1 100 100 1.0 0.0015 50 6991 -28 2288.2796225333727 2271.9744032943204 50 GTEX 1 100 100 1.0 0.0015 50 6991 -29 2287.318498375525 2272.8442155381117 50 GTEX 1 100 100 1.0 0.0015 50 6991 -30 2285.8283884820707 2272.174140959185 50 GTEX 1 100 100 1.0 0.0015 50 6991 -31 2285.5221875783973 2271.0884865880466 50 GTEX 1 100 100 1.0 0.0015 50 6991 -32 2284.7483846024347 2270.6985698743465 50 GTEX 1 100 100 1.0 0.0015 50 6991 -33 2283.7049174104786 2268.103076079046 50 GTEX 1 100 100 1.0 0.0015 50 6991 -34 2283.251328344719 2267.2308767340483 50 GTEX 1 100 100 1.0 0.0015 50 6991 -35 2282.276175010893 2267.8007520088227 50 GTEX 1 100 100 1.0 0.0015 50 6991 -36 2281.730728363782 2268.1644384579968 50 GTEX 1 100 100 1.0 0.0015 50 6991 -37 2281.571193851009 2267.3573058385814 50 GTEX 1 100 100 1.0 0.0015 50 6991 -38 2280.718919405278 2267.4973877881416 50 GTEX 1 100 100 1.0 0.0015 50 6991 -39 2279.696704723068 2264.7953772019073 50 GTEX 1 100 100 1.0 0.0015 50 6991 -40 2280.2057659583947 2265.273991689936 50 GTEX 1 100 100 1.0 0.0015 50 6991 -41 2279.453059187507 2267.9043915607176 50 GTEX 1 100 100 1.0 0.0015 50 6991 -42 2279.0047198801594 2263.107840070253 50 GTEX 1 100 100 1.0 0.0015 50 6991 -43 2278.9646267389767 2263.9953822146804 50 GTEX 1 100 100 1.0 0.0015 50 6991 -44 2277.7841249641024 2266.0876399863355 50 GTEX 1 100 100 1.0 0.0015 50 6991 -45 2277.017060522118 2261.9782779824145 50 GTEX 1 100 100 1.0 0.0015 50 6991 -46 2277.1740618470326 2261.2296560309233 50 GTEX 1 100 100 1.0 0.0015 50 6991 -47 2276.866276930514 2261.324676861781 50 GTEX 1 100 100 1.0 0.0015 50 6991 -48 2276.559258476814 2261.0328568723266 50 GTEX 1 100 100 1.0 0.0015 50 6991 -49 2275.6187837882167 2262.7245272212153 50 GTEX 1 100 100 1.0 0.0015 50 6991 -50 2276.606476361968 2270.643582072095 50 GTEX 1 100 100 1.0 0.0015 50 6991 -51 2275.8897132184497 2261.6188960202294 50 GTEX 1 100 100 1.0 0.0015 50 6991 -52 2275.4946704774643 2259.5719732132247 50 GTEX 1 100 100 1.0 0.0015 50 6991 -53 2275.0939682230874 2263.8171521320996 50 GTEX 1 100 100 1.0 0.0015 50 6991 -54 2275.363591822045 2260.815483528398 50 GTEX 1 100 100 1.0 0.0015 50 6991 -55 2275.6037784881446 2259.453761807866 50 GTEX 1 100 100 1.0 0.0015 50 6991 -56 2274.7717377221534 2260.8052848554835 50 GTEX 1 100 100 1.0 0.0015 50 6991 -57 2274.6065367588562 2263.830313446857 50 GTEX 1 100 100 1.0 0.0015 50 6991 -58 2274.40363336025 2259.3150704387476 50 GTEX 1 100 100 1.0 0.0015 50 6991 -59 2273.969260614173 2259.664630614306 50 GTEX 1 100 100 1.0 0.0015 50 6991 -60 2273.975418131115 2259.432944410201 50 GTEX 1 100 100 1.0 0.0015 50 6991 -61 2273.793019656686 2259.5563746695284 50 GTEX 1 100 100 1.0 0.0015 50 6991 -62 2273.6737069959713 2256.840796176925 50 GTEX 1 100 100 1.0 0.0015 50 6991 -63 2274.189066889219 2257.810030280864 50 GTEX 1 100 100 1.0 0.0015 50 6991 -64 2273.743698660066 2258.5313451498632 50 GTEX 1 100 100 1.0 0.0015 50 6991 -65 2274.1603694701002 2259.565519731761 50 GTEX 1 100 100 1.0 0.0015 50 6991 -66 2273.406045805908 2264.5124739150133 50 GTEX 1 100 100 1.0 0.0015 50 6991 -67 2273.1533366882577 2257.4978356887177 50 GTEX 1 100 100 1.0 0.0015 50 6991 -68 2272.637909177315 2262.28314835581 50 GTEX 1 100 100 1.0 0.0015 50 6991 -69 2272.7871483415665 2259.0124275004455 50 GTEX 1 100 100 1.0 0.0015 50 6991 -70 2273.084191895821 2257.4141743591076 50 GTEX 1 100 100 1.0 0.0015 50 6991 -71 2272.6564095798235 2257.461518146239 50 GTEX 1 100 100 1.0 0.0015 50 6991 -72 2272.897449229478 2258.0461885285467 50 GTEX 1 100 100 1.0 0.0015 50 6991 -73 2272.672136186886 2258.497153394576 50 GTEX 1 100 100 1.0 0.0015 50 6991 -74 2272.472922465662 2258.959065600493 50 GTEX 1 100 100 1.0 0.0015 50 6991 -75 2272.3696739847132 2260.7487611951938 50 GTEX 1 100 100 1.0 0.0015 50 6991 -76 2272.32308162771 2257.2057483513545 50 GTEX 1 100 100 1.0 0.0015 50 6991 -77 2271.8280338115296 2259.8743200265862 50 GTEX 1 100 100 1.0 0.0015 50 6991 -78 2272.122199951765 2258.7728860949383 50 GTEX 1 100 100 1.0 0.0015 50 6991 -79 2271.7538205287115 2256.9453329224098 50 GTEX 1 100 100 1.0 0.0015 50 6991 -80 2272.1895818358757 2262.3809289968513 50 GTEX 1 100 100 1.0 0.0015 50 6991 -81 2271.489193005762 2255.8570375623813 50 GTEX 1 100 100 1.0 0.0015 50 6991 -82 2271.568631444673 2260.108808742277 50 GTEX 1 100 100 1.0 0.0015 50 6991 -83 2272.7227158216533 2257.3189001047112 50 GTEX 1 100 100 1.0 0.0015 50 6991 -84 2271.622695170147 2255.3668185041884 50 GTEX 1 100 100 1.0 0.0015 50 6991 -85 2272.2185565339632 2255.4224941703305 50 GTEX 1 100 100 1.0 0.0015 50 6991 -86 2270.8535934549786 2259.3391874480158 50 GTEX 1 100 100 1.0 0.0015 50 6991 -87 2271.4542131497487 2256.957049815827 50 GTEX 1 100 100 1.0 0.0015 50 6991 -88 2271.555001553505 2256.1395709251724 50 GTEX 1 100 100 1.0 0.0015 50 6991 -89 2270.9665691101327 2256.2829636258316 50 GTEX 1 100 100 1.0 0.0015 50 6991 -90 2271.328647889544 2257.5455623960315 50 GTEX 1 100 100 1.0 0.0015 50 6991 -91 2271.62009297201 2254.2211361729146 50 GTEX 1 100 100 1.0 0.0015 50 6991 -92 2271.0075859987737 2258.3568398363236 50 GTEX 1 100 100 1.0 0.0015 50 6991 -93 2271.4227362616934 2255.5339958858126 50 GTEX 1 100 100 1.0 0.0015 50 6991 -94 2270.9780014262124 2256.089729570164 50 GTEX 1 100 100 1.0 0.0015 50 6991 -95 2270.690031614754 2256.0977560413203 50 GTEX 1 100 100 1.0 0.0015 50 6991 -96 2270.855455700971 2256.143232106256 50 GTEX 1 100 100 1.0 0.0015 50 6991 -97 2270.9539660950127 2256.3478159161123 50 GTEX 1 100 100 1.0 0.0015 50 6991 -98 2271.496721728067 2255.6109600574796 50 GTEX 1 100 100 1.0 0.0015 50 6991 -99 2271.7348925770934 2261.645238143863 50 GTEX 1 100 100 1.0 0.0015 50 6991 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index be85080eb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3019.708363643528 2607.831314609078 50 GTEX 1 50 100 0.5 0.0015 50 8386 -1 2486.3705299855337 2479.136520327724 50 GTEX 1 50 100 0.5 0.0015 50 8386 -2 2421.6029821363436 2423.5677306896832 50 GTEX 1 50 100 0.5 0.0015 50 8386 -3 2391.085310553477 2396.483475717755 50 GTEX 1 50 100 0.5 0.0015 50 8386 -4 2373.3184040150572 2383.56366222077 50 GTEX 1 50 100 0.5 0.0015 50 8386 -5 2361.281735934488 2373.6959715868584 50 GTEX 1 50 100 0.5 0.0015 50 8386 -6 2350.400536665811 2360.426618104652 50 GTEX 1 50 100 0.5 0.0015 50 8386 -7 2342.0356872371626 2352.741312817476 50 GTEX 1 50 100 0.5 0.0015 50 8386 -8 2335.7917377056488 2351.3937408099155 50 GTEX 1 50 100 0.5 0.0015 50 8386 -9 2329.7382957174013 2340.367544428024 50 GTEX 1 50 100 0.5 0.0015 50 8386 -10 2324.1142461302666 2337.256208180475 50 GTEX 1 50 100 0.5 0.0015 50 8386 -11 2321.340217272004 2341.32613752822 50 GTEX 1 50 100 0.5 0.0015 50 8386 -12 2316.433794849461 2334.1883828050736 50 GTEX 1 50 100 0.5 0.0015 50 8386 -13 2312.4156355784817 2325.910396213314 50 GTEX 1 50 100 0.5 0.0015 50 8386 -14 2309.3491934565463 2322.635396863118 50 GTEX 1 50 100 0.5 0.0015 50 8386 -15 2306.299468945787 2317.2727417456335 50 GTEX 1 50 100 0.5 0.0015 50 8386 -16 2304.065300654267 2316.8646613871642 50 GTEX 1 50 100 0.5 0.0015 50 8386 -17 2302.0918323601063 2317.892970792241 50 GTEX 1 50 100 0.5 0.0015 50 8386 -18 2299.539427124939 2313.302402974988 50 GTEX 1 50 100 0.5 0.0015 50 8386 -19 2297.2759811580277 2309.690373990019 50 GTEX 1 50 100 0.5 0.0015 50 8386 -20 2294.8964006394335 2308.5603860485235 50 GTEX 1 50 100 0.5 0.0015 50 8386 -21 2294.523395774054 2307.563389303113 50 GTEX 1 50 100 0.5 0.0015 50 8386 -22 2292.3398703380412 2306.740157094745 50 GTEX 1 50 100 0.5 0.0015 50 8386 -23 2290.3486093190904 2305.260526359761 50 GTEX 1 50 100 0.5 0.0015 50 8386 -24 2289.2728958105704 2302.461980899477 50 GTEX 1 50 100 0.5 0.0015 50 8386 -25 2288.1194671601847 2303.464802441035 50 GTEX 1 50 100 0.5 0.0015 50 8386 -26 2286.964245480394 2298.924813506268 50 GTEX 1 50 100 0.5 0.0015 50 8386 -27 2285.8644824569474 2306.6635623830352 50 GTEX 1 50 100 0.5 0.0015 50 8386 -28 2284.678900457882 2296.9999139009774 50 GTEX 1 50 100 0.5 0.0015 50 8386 -29 2283.8079567975024 2299.4181233105096 50 GTEX 1 50 100 0.5 0.0015 50 8386 -30 2282.81381382574 2295.6215876009983 50 GTEX 1 50 100 0.5 0.0015 50 8386 -31 2282.120444651074 2296.184887091923 50 GTEX 1 50 100 0.5 0.0015 50 8386 -32 2280.9194854804023 2299.8397646131625 50 GTEX 1 50 100 0.5 0.0015 50 8386 -33 2280.4234580070906 2295.0893782118883 50 GTEX 1 50 100 0.5 0.0015 50 8386 -34 2280.0228760822956 2296.9311108027123 50 GTEX 1 50 100 0.5 0.0015 50 8386 -35 2278.7723650297166 2294.053006828511 50 GTEX 1 50 100 0.5 0.0015 50 8386 -36 2278.297519508556 2292.3883845688274 50 GTEX 1 50 100 0.5 0.0015 50 8386 -37 2277.74081312264 2291.3848491712215 50 GTEX 1 50 100 0.5 0.0015 50 8386 -38 2278.1435479308884 2291.414000768625 50 GTEX 1 50 100 0.5 0.0015 50 8386 -39 2276.8327212238482 2291.058349609375 50 GTEX 1 50 100 0.5 0.0015 50 8386 -40 2276.1945806196854 2290.663711373797 50 GTEX 1 50 100 0.5 0.0015 50 8386 -41 2276.3291817392405 2289.7966373574145 50 GTEX 1 50 100 0.5 0.0015 50 8386 -42 2276.1207255920235 2291.4039376262476 50 GTEX 1 50 100 0.5 0.0015 50 8386 -43 2275.235040139432 2288.5341142429597 50 GTEX 1 50 100 0.5 0.0015 50 8386 -44 2275.076847794064 2295.1663460967206 50 GTEX 1 50 100 0.5 0.0015 50 8386 -45 2274.6634946609356 2289.9408276924164 50 GTEX 1 50 100 0.5 0.0015 50 8386 -46 2274.0126474488684 2287.308963906176 50 GTEX 1 50 100 0.5 0.0015 50 8386 -47 2274.634912903664 2289.4854434633435 50 GTEX 1 50 100 0.5 0.0015 50 8386 -48 2273.8020531692737 2286.533468616326 50 GTEX 1 50 100 0.5 0.0015 50 8386 -49 2273.120587262002 2287.822562910305 50 GTEX 1 50 100 0.5 0.0015 50 8386 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index a43154769..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3019.1851437219007 2586.415234467829 50 GTEX 1 50 100 0.0 0.0015 50 3775 -1 2491.858529005154 2466.787280644754 50 GTEX 1 50 100 0.0 0.0015 50 3775 -2 2427.946299945287 2398.8595555526676 50 GTEX 1 50 100 0.0 0.0015 50 3775 -3 2394.9838794205775 2374.5862925714414 50 GTEX 1 50 100 0.0 0.0015 50 3775 -4 2376.5947792228103 2361.0993731248514 50 GTEX 1 50 100 0.0 0.0015 50 3775 -5 2362.331000041468 2350.148551679836 50 GTEX 1 50 100 0.0 0.0015 50 3775 -6 2351.4550124414495 2346.7254234865136 50 GTEX 1 50 100 0.0 0.0015 50 3775 -7 2344.8026939126953 2338.509902547974 50 GTEX 1 50 100 0.0 0.0015 50 3775 -8 2337.709700317963 2325.6925847158686 50 GTEX 1 50 100 0.0 0.0015 50 3775 -9 2332.6685473686966 2324.1756522175024 50 GTEX 1 50 100 0.0 0.0015 50 3775 -10 2326.6509346611915 2316.312350080947 50 GTEX 1 50 100 0.0 0.0015 50 3775 -11 2322.495405787662 2310.859076090185 50 GTEX 1 50 100 0.0 0.0015 50 3775 -12 2318.0737856047654 2308.08307975508 50 GTEX 1 50 100 0.0 0.0015 50 3775 -13 2316.171840598015 2305.2285792129574 50 GTEX 1 50 100 0.0 0.0015 50 3775 -14 2311.86211037044 2302.0183486068204 50 GTEX 1 50 100 0.0 0.0015 50 3775 -15 2308.974432465241 2302.22797582358 50 GTEX 1 50 100 0.0 0.0015 50 3775 -16 2306.2002831742416 2299.2342176546163 50 GTEX 1 50 100 0.0 0.0015 50 3775 -17 2304.159368795264 2300.216565730454 50 GTEX 1 50 100 0.0 0.0015 50 3775 -18 2301.8509472614987 2293.3781315908686 50 GTEX 1 50 100 0.0 0.0015 50 3775 -19 2299.4821668257996 2290.2764874012296 50 GTEX 1 50 100 0.0 0.0015 50 3775 -20 2297.7780824900806 2288.94995813406 50 GTEX 1 50 100 0.0 0.0015 50 3775 -21 2296.70215962975 2286.407346312084 50 GTEX 1 50 100 0.0 0.0015 50 3775 -22 2294.9807663761703 2285.934818630436 50 GTEX 1 50 100 0.0 0.0015 50 3775 -23 2292.9578004721993 2286.8585172587927 50 GTEX 1 50 100 0.0 0.0015 50 3775 -24 2292.3843343623325 2281.9310878275014 50 GTEX 1 50 100 0.0 0.0015 50 3775 -25 2290.287171087107 2282.850332978107 50 GTEX 1 50 100 0.0 0.0015 50 3775 -26 2289.399747792703 2281.7033422201757 50 GTEX 1 50 100 0.0 0.0015 50 3775 -27 2288.1031944022657 2277.4345670634802 50 GTEX 1 50 100 0.0 0.0015 50 3775 -28 2287.4236076840934 2277.8908371145735 50 GTEX 1 50 100 0.0 0.0015 50 3775 -29 2285.9615917824335 2277.7617749116266 50 GTEX 1 50 100 0.0 0.0015 50 3775 -30 2285.457491421682 2277.2454694740672 50 GTEX 1 50 100 0.0 0.0015 50 3775 -31 2284.4608195429682 2274.9509657943204 50 GTEX 1 50 100 0.0 0.0015 50 3775 -32 2283.8409221258717 2276.5879170813037 50 GTEX 1 50 100 0.0 0.0015 50 3775 -33 2283.31233283833 2273.834174674727 50 GTEX 1 50 100 0.0 0.0015 50 3775 -34 2282.58823761054 2274.0121318396505 50 GTEX 1 50 100 0.0 0.0015 50 3775 -35 2281.417011786832 2271.956495625891 50 GTEX 1 50 100 0.0 0.0015 50 3775 -36 2281.1451373593386 2273.059184607444 50 GTEX 1 50 100 0.0 0.0015 50 3775 -37 2280.2003520813664 2271.033057383258 50 GTEX 1 50 100 0.0 0.0015 50 3775 -38 2279.8415062633276 2276.9074943745545 50 GTEX 1 50 100 0.0 0.0015 50 3775 -39 2278.935548963876 2269.97920673791 50 GTEX 1 50 100 0.0 0.0015 50 3775 -40 2279.4724061779984 2270.645743598503 50 GTEX 1 50 100 0.0 0.0015 50 3775 -41 2278.5709276611356 2273.3861873032024 50 GTEX 1 50 100 0.0 0.0015 50 3775 -42 2277.907617569171 2271.8847363838227 50 GTEX 1 50 100 0.0 0.0015 50 3775 -43 2278.1909327714034 2270.155046470265 50 GTEX 1 50 100 0.0 0.0015 50 3775 -44 2277.0139727763217 2272.847057966225 50 GTEX 1 50 100 0.0 0.0015 50 3775 -45 2276.9080273499394 2268.5327895712035 50 GTEX 1 50 100 0.0 0.0015 50 3775 -46 2276.732591331855 2269.486963540429 50 GTEX 1 50 100 0.0 0.0015 50 3775 -47 2276.9141329028635 2266.8167153710197 50 GTEX 1 50 100 0.0 0.0015 50 3775 -48 2276.4168667775643 2274.9229662064818 50 GTEX 1 50 100 0.0 0.0015 50 3775 -49 2275.4020885460677 2267.7308061839058 50 GTEX 1 50 100 0.0 0.0015 50 3775 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index d23713015..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0015lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3010.727116593743 2741.937696797766 50 GTEX 1 50 100 1.0 0.0015 50 5758 -1 2487.0607542926664 2468.5320571493285 50 GTEX 1 50 100 1.0 0.0015 50 5758 -2 2426.9667456846396 2418.1063000349036 50 GTEX 1 50 100 1.0 0.0015 50 5758 -3 2394.9398424038354 2395.8259736847967 50 GTEX 1 50 100 1.0 0.0015 50 5758 -4 2374.126407722013 2394.6631077523466 50 GTEX 1 50 100 1.0 0.0015 50 5758 -5 2361.4136330167457 2370.5013799050917 50 GTEX 1 50 100 1.0 0.0015 50 5758 -6 2350.0294124079037 2364.9570642043427 50 GTEX 1 50 100 1.0 0.0015 50 5758 -7 2342.0462421736775 2355.793805604652 50 GTEX 1 50 100 1.0 0.0015 50 5758 -8 2335.3469963714415 2348.3104391932034 50 GTEX 1 50 100 1.0 0.0015 50 5758 -9 2329.4032213100854 2338.3709099483126 50 GTEX 1 50 100 1.0 0.0015 50 5758 -10 2325.070507797027 2335.2955289775427 50 GTEX 1 50 100 1.0 0.0015 50 5758 -11 2319.4311575272577 2333.0886378995365 50 GTEX 1 50 100 1.0 0.0015 50 5758 -12 2316.156906783927 2327.9524134646804 50 GTEX 1 50 100 1.0 0.0015 50 5758 -13 2312.842096847932 2324.3817199010814 50 GTEX 1 50 100 1.0 0.0015 50 5758 -14 2309.4247900911555 2324.8723492640506 50 GTEX 1 50 100 1.0 0.0015 50 5758 -15 2306.8548023727158 2321.2252772806264 50 GTEX 1 50 100 1.0 0.0015 50 5758 -16 2303.907973683874 2315.08139165726 50 GTEX 1 50 100 1.0 0.0015 50 5758 -17 2301.474051567699 2320.74486283567 50 GTEX 1 50 100 1.0 0.0015 50 5758 -18 2299.6108441246565 2311.599629333264 50 GTEX 1 50 100 1.0 0.0015 50 5758 -19 2297.32772736566 2316.4134864952175 50 GTEX 1 50 100 1.0 0.0015 50 5758 -20 2295.816304900823 2308.4415403881 50 GTEX 1 50 100 1.0 0.0015 50 5758 -21 2294.2512555435164 2306.998796470265 50 GTEX 1 50 100 1.0 0.0015 50 5758 -22 2292.279747504902 2311.0871465994833 50 GTEX 1 50 100 1.0 0.0015 50 5758 -23 2291.1258132175417 2305.5862447644367 50 GTEX 1 50 100 1.0 0.0015 50 5758 -24 2290.3329508454945 2304.2833010597374 50 GTEX 1 50 100 1.0 0.0015 50 5758 -25 2288.206612288492 2302.4870559054184 50 GTEX 1 50 100 1.0 0.0015 50 5758 -26 2286.673898605229 2304.4905843408387 50 GTEX 1 50 100 1.0 0.0015 50 5758 -27 2286.3153618892848 2298.6311202248694 50 GTEX 1 50 100 1.0 0.0015 50 5758 -28 2284.9264614241824 2297.0231065641337 50 GTEX 1 50 100 1.0 0.0015 50 5758 -29 2284.188080707573 2299.257716421845 50 GTEX 1 50 100 1.0 0.0015 50 5758 -30 2283.2170901428976 2295.6989393343038 50 GTEX 1 50 100 1.0 0.0015 50 5758 -31 2282.559749053249 2300.783772631743 50 GTEX 1 50 100 1.0 0.0015 50 5758 -32 2281.177192221376 2294.896714127109 50 GTEX 1 50 100 1.0 0.0015 50 5758 -33 2280.184357608172 2292.4778890283387 50 GTEX 1 50 100 1.0 0.0015 50 5758 -34 2280.396856813883 2291.6304616021566 50 GTEX 1 50 100 1.0 0.0015 50 5758 -35 2278.8237838769296 2292.530429390447 50 GTEX 1 50 100 1.0 0.0015 50 5758 -36 2278.950513698489 2291.6464402811607 50 GTEX 1 50 100 1.0 0.0015 50 5758 -37 2277.689686950187 2291.4394090311607 50 GTEX 1 50 100 1.0 0.0015 50 5758 -38 2277.3715977107154 2290.116281023497 50 GTEX 1 50 100 1.0 0.0015 50 5758 -39 2277.284203464584 2290.1858462489604 50 GTEX 1 50 100 1.0 0.0015 50 5758 -40 2276.3656172066867 2288.9271411968275 50 GTEX 1 50 100 1.0 0.0015 50 5758 -41 2275.5439139793575 2296.7792124004873 50 GTEX 1 50 100 1.0 0.0015 50 5758 -42 2275.893277150645 2289.6506783953187 50 GTEX 1 50 100 1.0 0.0015 50 5758 -43 2276.0225748199337 2288.582947009417 50 GTEX 1 50 100 1.0 0.0015 50 5758 -44 2274.8708360445744 2288.187804015417 50 GTEX 1 50 100 1.0 0.0015 50 5758 -45 2274.852250023932 2286.8369990011583 50 GTEX 1 50 100 1.0 0.0015 50 5758 -46 2274.033781666331 2286.9301855283093 50 GTEX 1 50 100 1.0 0.0015 50 5758 -47 2273.8812645396097 2289.2433515773528 50 GTEX 1 50 100 1.0 0.0015 50 5758 -48 2273.4510824143654 2285.9229026185244 50 GTEX 1 50 100 1.0 0.0015 50 5758 -49 2273.7059352089414 2286.430211520467 50 GTEX 1 50 100 1.0 0.0015 50 5758 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 48e9af4fe..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3680.7913157784524 3559.2972713804065 100 GTEX 1 100 100 0.5 0.001 50 9621 -1 2682.6642132085467 2765.802781717859 100 GTEX 1 100 100 0.5 0.001 50 9621 -2 2544.199318242398 2592.838824486098 100 GTEX 1 100 100 0.5 0.001 50 9621 -3 2493.3936360763046 2545.336749754931 100 GTEX 1 100 100 0.5 0.001 50 9621 -4 2459.6157417655986 2475.2058922365136 100 GTEX 1 100 100 0.5 0.001 50 9621 -5 2440.293660580627 2446.598177021447 100 GTEX 1 100 100 0.5 0.001 50 9621 -6 2416.923671304556 2424.8898851517943 100 GTEX 1 100 100 0.5 0.001 50 9621 -7 2406.6686869623595 2429.8003338135695 100 GTEX 1 100 100 0.5 0.001 50 9621 -8 2393.4091876819643 2429.0024321233363 100 GTEX 1 100 100 0.5 0.001 50 9621 -9 2386.575439839954 2406.132780009803 100 GTEX 1 100 100 0.5 0.001 50 9621 -10 2380.4337916258864 2397.17014188005 100 GTEX 1 100 100 0.5 0.001 50 9621 -11 2372.0725625290897 2399.519884000713 100 GTEX 1 100 100 0.5 0.001 50 9621 -12 2366.5325897948546 2391.2437006149003 100 GTEX 1 100 100 0.5 0.001 50 9621 -13 2362.0258771784142 2377.1121227423955 100 GTEX 1 100 100 0.5 0.001 50 9621 -14 2357.864196745108 2379.7384622668133 100 GTEX 1 100 100 0.5 0.001 50 9621 -15 2353.6196917788434 2371.2656899803947 100 GTEX 1 100 100 0.5 0.001 50 9621 -16 2349.3766369052532 2369.7589310910766 100 GTEX 1 100 100 0.5 0.001 50 9621 -17 2345.101089743484 2363.1269141367634 100 GTEX 1 100 100 0.5 0.001 50 9621 -18 2342.487451991952 2381.205400242098 100 GTEX 1 100 100 0.5 0.001 50 9621 -19 2338.993232531219 2357.72524896774 100 GTEX 1 100 100 0.5 0.001 50 9621 -20 2335.671443840487 2353.88037109375 100 GTEX 1 100 100 0.5 0.001 50 9621 -21 2332.98374029111 2354.1103664151615 100 GTEX 1 100 100 0.5 0.001 50 9621 -22 2331.4778238201616 2353.2000022278994 100 GTEX 1 100 100 0.5 0.001 50 9621 -23 2327.210785863064 2345.2252257604564 100 GTEX 1 100 100 0.5 0.001 50 9621 -24 2324.514453604668 2341.42979054034 100 GTEX 1 100 100 0.5 0.001 50 9621 -25 2322.8186330177773 2341.9607555548955 100 GTEX 1 100 100 0.5 0.001 50 9621 -26 2320.246372008936 2337.511702969047 100 GTEX 1 100 100 0.5 0.001 50 9621 -27 2318.714115402723 2342.5718423241447 100 GTEX 1 100 100 0.5 0.001 50 9621 -28 2316.7234671465685 2335.442184158151 100 GTEX 1 100 100 0.5 0.001 50 9621 -29 2315.440809940327 2335.949898259268 100 GTEX 1 100 100 0.5 0.001 50 9621 -30 2313.469380582715 2332.858170077828 100 GTEX 1 100 100 0.5 0.001 50 9621 -31 2311.979053600872 2329.6267266219106 100 GTEX 1 100 100 0.5 0.001 50 9621 -32 2310.276212610664 2329.2075362404944 100 GTEX 1 100 100 0.5 0.001 50 9621 -33 2307.7897734657645 2328.532016768655 100 GTEX 1 100 100 0.5 0.001 50 9621 -34 2306.8539119699103 2326.355513307985 100 GTEX 1 100 100 0.5 0.001 50 9621 -35 2305.3810555746277 2327.1879316554778 100 GTEX 1 100 100 0.5 0.001 50 9621 -36 2303.8981733990026 2327.2350832863 100 GTEX 1 100 100 0.5 0.001 50 9621 -37 2302.989488491479 2322.2255580887595 100 GTEX 1 100 100 0.5 0.001 50 9621 -38 2301.3085438490693 2323.417488823372 100 GTEX 1 100 100 0.5 0.001 50 9621 -39 2301.0534831210553 2320.8800248410766 100 GTEX 1 100 100 0.5 0.001 50 9621 -40 2299.4110444091975 2318.338436460314 100 GTEX 1 100 100 0.5 0.001 50 9621 -41 2298.2524043480394 2316.9323164211028 100 GTEX 1 100 100 0.5 0.001 50 9621 -42 2296.8681687560243 2317.976484523527 100 GTEX 1 100 100 0.5 0.001 50 9621 -43 2295.5523202617483 2314.0255939208055 100 GTEX 1 100 100 0.5 0.001 50 9621 -44 2294.7595952913325 2316.5950960224573 100 GTEX 1 100 100 0.5 0.001 50 9621 -45 2294.1605265484295 2316.456088105989 100 GTEX 1 100 100 0.5 0.001 50 9621 -46 2292.656114506724 2313.1689174637595 100 GTEX 1 100 100 0.5 0.001 50 9621 -47 2292.25970213348 2312.479744682747 100 GTEX 1 100 100 0.5 0.001 50 9621 -48 2291.074903359821 2313.492728693857 100 GTEX 1 100 100 0.5 0.001 50 9621 -49 2290.1980167951833 2310.405827627436 100 GTEX 1 100 100 0.5 0.001 50 9621 -50 2289.2003702881143 2310.2072614662547 100 GTEX 1 100 100 0.5 0.001 50 9621 -51 2288.143492021215 2308.5573489113 100 GTEX 1 100 100 0.5 0.001 50 9621 -52 2288.09035789721 2310.639215853731 100 GTEX 1 100 100 0.5 0.001 50 9621 -53 2287.0105920978795 2308.3512533789803 100 GTEX 1 100 100 0.5 0.001 50 9621 -54 2286.028690481987 2306.7359772308696 100 GTEX 1 100 100 0.5 0.001 50 9621 -55 2285.7458013589144 2305.825099698491 100 GTEX 1 100 100 0.5 0.001 50 9621 -56 2284.949505312863 2305.3792339368465 100 GTEX 1 100 100 0.5 0.001 50 9621 -57 2284.3591363007686 2305.652021632902 100 GTEX 1 100 100 0.5 0.001 50 9621 -58 2283.639480424806 2303.3444963462453 100 GTEX 1 100 100 0.5 0.001 50 9621 -59 2283.302007497673 2304.9639052474454 100 GTEX 1 100 100 0.5 0.001 50 9621 -60 2282.400106744151 2302.391659116564 100 GTEX 1 100 100 0.5 0.001 50 9621 -61 2281.854460519106 2301.7760395006535 100 GTEX 1 100 100 0.5 0.001 50 9621 -62 2280.9395466086553 2303.6375486424668 100 GTEX 1 100 100 0.5 0.001 50 9621 -63 2280.3992314018847 2301.7142728508197 100 GTEX 1 100 100 0.5 0.001 50 9621 -64 2279.983590227278 2299.776969648586 100 GTEX 1 100 100 0.5 0.001 50 9621 -65 2280.037566993611 2299.6774781665877 100 GTEX 1 100 100 0.5 0.001 50 9621 -66 2278.9568978456 2298.3456223636526 100 GTEX 1 100 100 0.5 0.001 50 9621 -67 2278.4319088263837 2299.213599839591 100 GTEX 1 100 100 0.5 0.001 50 9621 -68 2278.1619166052556 2302.885174073194 100 GTEX 1 100 100 0.5 0.001 50 9621 -69 2277.899548395289 2298.267113979325 100 GTEX 1 100 100 0.5 0.001 50 9621 -70 2277.5537923778816 2296.8463965586384 100 GTEX 1 100 100 0.5 0.001 50 9621 -71 2277.0281753032327 2298.4196071842325 100 GTEX 1 100 100 0.5 0.001 50 9621 -72 2277.0819832574257 2299.202639503624 100 GTEX 1 100 100 0.5 0.001 50 9621 -73 2275.965299279735 2298.3174450080205 100 GTEX 1 100 100 0.5 0.001 50 9621 -74 2275.772398271215 2297.685247036894 100 GTEX 1 100 100 0.5 0.001 50 9621 -75 2275.1194794355556 2294.817237070758 100 GTEX 1 100 100 0.5 0.001 50 9621 -76 2274.8913165469526 2295.0583746732414 100 GTEX 1 100 100 0.5 0.001 50 9621 -77 2274.2861355718796 2295.273359523527 100 GTEX 1 100 100 0.5 0.001 50 9621 -78 2274.366971907349 2294.414897962215 100 GTEX 1 100 100 0.5 0.001 50 9621 -79 2273.663445301566 2296.577933771982 100 GTEX 1 100 100 0.5 0.001 50 9621 -80 2273.672327538258 2293.829480305371 100 GTEX 1 100 100 0.5 0.001 50 9621 -81 2273.13111388264 2293.414747579016 100 GTEX 1 100 100 0.5 0.001 50 9621 -82 2272.3754851350413 2293.034690247742 100 GTEX 1 100 100 0.5 0.001 50 9621 -83 2273.586232341002 2297.288816502792 100 GTEX 1 100 100 0.5 0.001 50 9621 -84 2272.360977245382 2293.9000193084603 100 GTEX 1 100 100 0.5 0.001 50 9621 -85 2271.6484020922594 2293.5654918830205 100 GTEX 1 100 100 0.5 0.001 50 9621 -86 2271.8028580055225 2293.150422186906 100 GTEX 1 100 100 0.5 0.001 50 9621 -87 2271.257874985765 2291.5198830724216 100 GTEX 1 100 100 0.5 0.001 50 9621 -88 2272.246703469742 2291.4463299073195 100 GTEX 1 100 100 0.5 0.001 50 9621 -89 2270.796934726385 2291.421253044796 100 GTEX 1 100 100 0.5 0.001 50 9621 -90 2270.8361021085993 2292.8526699515805 100 GTEX 1 100 100 0.5 0.001 50 9621 -91 2270.459622513773 2290.8599895288735 100 GTEX 1 100 100 0.5 0.001 50 9621 -92 2270.0270163122145 2294.959881104444 100 GTEX 1 100 100 0.5 0.001 50 9621 -93 2269.689978232363 2290.8512013946647 100 GTEX 1 100 100 0.5 0.001 50 9621 -94 2270.0360315664775 2291.054010775606 100 GTEX 1 100 100 0.5 0.001 50 9621 -95 2269.576368048839 2288.971403056678 100 GTEX 1 100 100 0.5 0.001 50 9621 -96 2269.169494583776 2290.2620566480514 100 GTEX 1 100 100 0.5 0.001 50 9621 -97 2268.9937831692905 2289.8792636421695 100 GTEX 1 100 100 0.5 0.001 50 9621 -98 2268.889518050366 2289.7130094462927 100 GTEX 1 100 100 0.5 0.001 50 9621 -99 2268.578996860806 2288.6912215200214 100 GTEX 1 100 100 0.5 0.001 50 9621 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 68775ee33..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3699.8806156469927 4425.7692462645555 100 GTEX 1 100 100 0.0 0.001 50 2156 -1 2688.4401506549066 2772.0674552192254 100 GTEX 1 100 100 0.0 0.001 50 2156 -2 2554.1897882219982 2531.7137910676092 100 GTEX 1 100 100 0.0 0.001 50 2156 -3 2499.7438671885316 2544.2343072347317 100 GTEX 1 100 100 0.0 0.001 50 2156 -4 2460.1063940963513 2457.831140090304 100 GTEX 1 100 100 0.0 0.001 50 2156 -5 2437.35178031047 2434.3000729637 100 GTEX 1 100 100 0.0 0.001 50 2156 -6 2421.7752698828003 2451.7869599200926 100 GTEX 1 100 100 0.0 0.001 50 2156 -7 2408.8468914376504 2404.7430118227185 100 GTEX 1 100 100 0.0 0.001 50 2156 -8 2396.9220132526557 2398.0896933668014 100 GTEX 1 100 100 0.0 0.001 50 2156 -9 2389.4882440628467 2394.247635641932 100 GTEX 1 100 100 0.0 0.001 50 2156 -10 2381.426823263953 2390.172853419083 100 GTEX 1 100 100 0.0 0.001 50 2156 -11 2374.69175947638 2377.225843074204 100 GTEX 1 100 100 0.0 0.001 50 2156 -12 2369.1851119245634 2395.915407594166 100 GTEX 1 100 100 0.0 0.001 50 2156 -13 2363.296422977514 2377.901955724216 100 GTEX 1 100 100 0.0 0.001 50 2156 -14 2359.440720144441 2362.6517394323314 100 GTEX 1 100 100 0.0 0.001 50 2156 -15 2352.3427480357345 2354.5840902002137 100 GTEX 1 100 100 0.0 0.001 50 2156 -16 2350.4854150024426 2352.3513861246433 100 GTEX 1 100 100 0.0 0.001 50 2156 -17 2347.530421773496 2348.443436423182 100 GTEX 1 100 100 0.0 0.001 50 2156 -18 2343.781416130126 2357.1948037963402 100 GTEX 1 100 100 0.0 0.001 50 2156 -19 2339.8567821631227 2346.8313294617396 100 GTEX 1 100 100 0.0 0.001 50 2156 -20 2336.9924496152753 2343.8250588536716 100 GTEX 1 100 100 0.0 0.001 50 2156 -21 2333.980328047428 2336.345687344047 100 GTEX 1 100 100 0.0 0.001 50 2156 -22 2332.204671722538 2342.3934832090663 100 GTEX 1 100 100 0.0 0.001 50 2156 -23 2329.4042826654845 2333.806942319689 100 GTEX 1 100 100 0.0 0.001 50 2156 -24 2326.852111203927 2332.1747564163497 100 GTEX 1 100 100 0.0 0.001 50 2156 -25 2324.713506379273 2329.15776961294 100 GTEX 1 100 100 0.0 0.001 50 2156 -26 2322.61501344411 2327.20531205442 100 GTEX 1 100 100 0.0 0.001 50 2156 -27 2320.1797902417607 2325.0127779304303 100 GTEX 1 100 100 0.0 0.001 50 2156 -28 2318.9902245495455 2323.31488663706 100 GTEX 1 100 100 0.0 0.001 50 2156 -29 2317.0824695013766 2321.1307526214946 100 GTEX 1 100 100 0.0 0.001 50 2156 -30 2314.8477258534167 2318.8459351978377 100 GTEX 1 100 100 0.0 0.001 50 2156 -31 2313.109575067917 2315.79908247683 100 GTEX 1 100 100 0.0 0.001 50 2156 -32 2311.5163436507655 2315.644344663439 100 GTEX 1 100 100 0.0 0.001 50 2156 -33 2309.8541434483354 2313.954061645972 100 GTEX 1 100 100 0.0 0.001 50 2156 -34 2308.9170197555077 2318.0776645674905 100 GTEX 1 100 100 0.0 0.001 50 2156 -35 2306.7979043259647 2312.4278513397103 100 GTEX 1 100 100 0.0 0.001 50 2156 -36 2305.484451772646 2308.8868347864186 100 GTEX 1 100 100 0.0 0.001 50 2156 -37 2304.200584720278 2306.152933215007 100 GTEX 1 100 100 0.0 0.001 50 2156 -38 2303.1092570945457 2307.3383733365017 100 GTEX 1 100 100 0.0 0.001 50 2156 -39 2301.885013659703 2306.2149115152683 100 GTEX 1 100 100 0.0 0.001 50 2156 -40 2300.797779767053 2305.955844893655 100 GTEX 1 100 100 0.0 0.001 50 2156 -41 2299.5058232193905 2304.5984536522697 100 GTEX 1 100 100 0.0 0.001 50 2156 -42 2298.1458263532204 2303.2516031591613 100 GTEX 1 100 100 0.0 0.001 50 2156 -43 2296.949002718943 2303.6175634579968 100 GTEX 1 100 100 0.0 0.001 50 2156 -44 2296.148740619141 2301.2818459630466 100 GTEX 1 100 100 0.0 0.001 50 2156 -45 2294.880449645809 2299.597136406844 100 GTEX 1 100 100 0.0 0.001 50 2156 -46 2294.3672349768026 2298.8437574263307 100 GTEX 1 100 100 0.0 0.001 50 2156 -47 2293.2240314268065 2297.9318002911123 100 GTEX 1 100 100 0.0 0.001 50 2156 -48 2292.025618621965 2299.039660319629 100 GTEX 1 100 100 0.0 0.001 50 2156 -49 2291.529192611712 2298.5950096913616 100 GTEX 1 100 100 0.0 0.001 50 2156 -50 2290.921801321985 2296.344846312084 100 GTEX 1 100 100 0.0 0.001 50 2156 -51 2289.8101453981594 2294.6957747890924 100 GTEX 1 100 100 0.0 0.001 50 2156 -52 2288.880692625947 2296.014369950095 100 GTEX 1 100 100 0.0 0.001 50 2156 -53 2288.393306730163 2293.6688756906487 100 GTEX 1 100 100 0.0 0.001 50 2156 -54 2287.7712316209845 2294.413763590185 100 GTEX 1 100 100 0.0 0.001 50 2156 -55 2286.952165664281 2295.6317978775546 100 GTEX 1 100 100 0.0 0.001 50 2156 -56 2286.583258245542 2292.3613234835434 100 GTEX 1 100 100 0.0 0.001 50 2156 -57 2285.965954155306 2291.6884273630585 100 GTEX 1 100 100 0.0 0.001 50 2156 -58 2285.2797364415947 2290.436580991564 100 GTEX 1 100 100 0.0 0.001 50 2156 -59 2284.2262852983968 2292.308986417241 100 GTEX 1 100 100 0.0 0.001 50 2156 -60 2283.962439737212 2290.3882894189637 100 GTEX 1 100 100 0.0 0.001 50 2156 -61 2283.4625641413922 2290.4595218556915 100 GTEX 1 100 100 0.0 0.001 50 2156 -62 2282.9895676882525 2287.3253781858957 100 GTEX 1 100 100 0.0 0.001 50 2156 -63 2282.327145446023 2287.653508755644 100 GTEX 1 100 100 0.0 0.001 50 2156 -64 2281.4005952317093 2286.75430541528 100 GTEX 1 100 100 0.0 0.001 50 2156 -65 2280.9873908729833 2288.438009631951 100 GTEX 1 100 100 0.0 0.001 50 2156 -66 2280.569674232284 2285.5590783180846 100 GTEX 1 100 100 0.0 0.001 50 2156 -67 2280.0455660225157 2287.3795783329374 100 GTEX 1 100 100 0.0 0.001 50 2156 -68 2279.523424528337 2285.71817260278 100 GTEX 1 100 100 0.0 0.001 50 2156 -69 2278.5398944916387 2285.3777681648053 100 GTEX 1 100 100 0.0 0.001 50 2156 -70 2278.69682175171 2283.6721553439875 100 GTEX 1 100 100 0.0 0.001 50 2156 -71 2278.0398469374704 2284.6852850968394 100 GTEX 1 100 100 0.0 0.001 50 2156 -72 2277.719521749482 2283.888340474988 100 GTEX 1 100 100 0.0 0.001 50 2156 -73 2277.4836188784066 2283.8457532527327 100 GTEX 1 100 100 0.0 0.001 50 2156 -74 2277.1762534907443 2287.6045488132722 100 GTEX 1 100 100 0.0 0.001 50 2156 -75 2276.6274866136564 2283.9519302890326 100 GTEX 1 100 100 0.0 0.001 50 2156 -76 2276.1877726628104 2281.6980602423955 100 GTEX 1 100 100 0.0 0.001 50 2156 -77 2276.1040780484595 2283.2986461798955 100 GTEX 1 100 100 0.0 0.001 50 2156 -78 2275.4426332971193 2281.0910226800142 100 GTEX 1 100 100 0.0 0.001 50 2156 -79 2275.342575020053 2280.4382676969462 100 GTEX 1 100 100 0.0 0.001 50 2156 -80 2274.4094492298905 2282.3497708976947 100 GTEX 1 100 100 0.0 0.001 50 2156 -81 2274.66754543022 2281.208394909993 100 GTEX 1 100 100 0.0 0.001 50 2156 -82 2273.9507396065774 2279.7813103389376 100 GTEX 1 100 100 0.0 0.001 50 2156 -83 2273.832702088711 2279.051879418667 100 GTEX 1 100 100 0.0 0.001 50 2156 -84 2273.3327271552253 2279.0887362984195 100 GTEX 1 100 100 0.0 0.001 50 2156 -85 2273.46787398723 2281.2571478433933 100 GTEX 1 100 100 0.0 0.001 50 2156 -86 2273.815702015059 2279.6434943485624 100 GTEX 1 100 100 0.0 0.001 50 2156 -87 2272.7730536367694 2279.8029729458767 100 GTEX 1 100 100 0.0 0.001 50 2156 -88 2273.1698261993142 2280.75887817847 100 GTEX 1 100 100 0.0 0.001 50 2156 -89 2272.2066844707683 2279.3207617930134 100 GTEX 1 100 100 0.0 0.001 50 2156 -90 2271.732650671411 2279.1940955100404 100 GTEX 1 100 100 0.0 0.001 50 2156 -91 2271.9458145265708 2277.965995759565 100 GTEX 1 100 100 0.0 0.001 50 2156 -92 2271.294521378126 2277.280717160765 100 GTEX 1 100 100 0.0 0.001 50 2156 -93 2270.819397185412 2277.227540919083 100 GTEX 1 100 100 0.0 0.001 50 2156 -94 2270.974759748295 2278.281379960789 100 GTEX 1 100 100 0.0 0.001 50 2156 -95 2270.691001575374 2276.90448253327 100 GTEX 1 100 100 0.0 0.001 50 2156 -96 2270.9933289805626 2276.9152878445816 100 GTEX 1 100 100 0.0 0.001 50 2156 -97 2269.968733598454 2276.572157014912 100 GTEX 1 100 100 0.0 0.001 50 2156 -98 2270.0236093551944 2276.719469425796 100 GTEX 1 100 100 0.0 0.001 50 2156 -99 2270.0819261099 2277.3572752049668 100 GTEX 1 100 100 0.0 0.001 50 2156 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index 8e3d82abd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3685.763332703404 3459.0560214546695 100 GTEX 1 100 100 1.0 0.001 50 9579 -1 2684.4705094010774 2664.412599512833 100 GTEX 1 100 100 1.0 0.001 50 9579 -2 2556.6054696526007 2485.074840705204 100 GTEX 1 100 100 1.0 0.001 50 9579 -3 2500.612490494324 2502.143356033151 100 GTEX 1 100 100 1.0 0.001 50 9579 -4 2467.4420292250798 2459.943402076402 100 GTEX 1 100 100 1.0 0.001 50 9579 -5 2443.9313465060786 2398.2060816079493 100 GTEX 1 100 100 1.0 0.001 50 9579 -6 2425.040945015828 2409.2820093423243 100 GTEX 1 100 100 1.0 0.001 50 9579 -7 2413.415805628474 2379.2774272962215 100 GTEX 1 100 100 1.0 0.001 50 9579 -8 2403.0826044788805 2367.316429457284 100 GTEX 1 100 100 1.0 0.001 50 9579 -9 2393.928876010294 2359.753402187797 100 GTEX 1 100 100 1.0 0.001 50 9579 -10 2386.30406599487 2345.411852238296 100 GTEX 1 100 100 1.0 0.001 50 9579 -11 2379.0526161600824 2341.4213727943797 100 GTEX 1 100 100 1.0 0.001 50 9579 -12 2372.0576523373543 2341.7524534740373 100 GTEX 1 100 100 1.0 0.001 50 9579 -13 2367.7789938848023 2330.4469648586028 100 GTEX 1 100 100 1.0 0.001 50 9579 -14 2362.0252449194404 2328.0823515105158 100 GTEX 1 100 100 1.0 0.001 50 9579 -15 2358.5619142894398 2341.8489122281962 100 GTEX 1 100 100 1.0 0.001 50 9579 -16 2354.17391877191 2318.2898311252375 100 GTEX 1 100 100 1.0 0.001 50 9579 -17 2350.494911342938 2323.7220491474573 100 GTEX 1 100 100 1.0 0.001 50 9579 -18 2346.9085795869037 2312.8803989424905 100 GTEX 1 100 100 1.0 0.001 50 9579 -19 2342.978767605358 2308.894497831511 100 GTEX 1 100 100 1.0 0.001 50 9579 -20 2338.787292190347 2306.15162153933 100 GTEX 1 100 100 1.0 0.001 50 9579 -21 2337.2292767237923 2314.3805743895555 100 GTEX 1 100 100 1.0 0.001 50 9579 -22 2335.7543393952346 2299.882897902804 100 GTEX 1 100 100 1.0 0.001 50 9579 -23 2332.112948319244 2307.822374235088 100 GTEX 1 100 100 1.0 0.001 50 9579 -24 2330.0342049861115 2295.9247582729326 100 GTEX 1 100 100 1.0 0.001 50 9579 -25 2328.755569072791 2294.315483528398 100 GTEX 1 100 100 1.0 0.001 50 9579 -26 2326.362428988526 2293.35374955442 100 GTEX 1 100 100 1.0 0.001 50 9579 -27 2323.3344475381587 2289.513873314223 100 GTEX 1 100 100 1.0 0.001 50 9579 -28 2322.031414634388 2286.2952291394367 100 GTEX 1 100 100 1.0 0.001 50 9579 -29 2320.2510355668046 2287.879840111098 100 GTEX 1 100 100 1.0 0.001 50 9579 -30 2318.7859882674275 2287.486660453303 100 GTEX 1 100 100 1.0 0.001 50 9579 -31 2316.591010451808 2284.270295233781 100 GTEX 1 100 100 1.0 0.001 50 9579 -32 2315.2511926709226 2289.1196697510695 100 GTEX 1 100 100 1.0 0.001 50 9579 -33 2314.2957120891156 2281.9898584170032 100 GTEX 1 100 100 1.0 0.001 50 9579 -34 2312.192555183466 2279.4930461694985 100 GTEX 1 100 100 1.0 0.001 50 9579 -35 2310.273734610398 2285.2444089012 100 GTEX 1 100 100 1.0 0.001 50 9579 -36 2309.445761892049 2276.5741983275902 100 GTEX 1 100 100 1.0 0.001 50 9579 -37 2308.730781385132 2276.603184224988 100 GTEX 1 100 100 1.0 0.001 50 9579 -38 2305.881361582091 2273.9450061638545 100 GTEX 1 100 100 1.0 0.001 50 9579 -39 2305.749581064281 2271.968339695223 100 GTEX 1 100 100 1.0 0.001 50 9579 -40 2303.6750869694565 2273.086770177341 100 GTEX 1 100 100 1.0 0.001 50 9579 -41 2303.10605262957 2271.18174366534 100 GTEX 1 100 100 1.0 0.001 50 9579 -42 2302.7204565860357 2272.950981575273 100 GTEX 1 100 100 1.0 0.001 50 9579 -43 2300.8353947274495 2276.3251340452707 100 GTEX 1 100 100 1.0 0.001 50 9579 -44 2299.9239920630957 2268.9131555593513 100 GTEX 1 100 100 1.0 0.001 50 9579 -45 2298.9021836801935 2266.4625963566423 100 GTEX 1 100 100 1.0 0.001 50 9579 -46 2298.1599672196016 2266.375378742871 100 GTEX 1 100 100 1.0 0.001 50 9579 -47 2297.305608978062 2267.3914511793014 100 GTEX 1 100 100 1.0 0.001 50 9579 -48 2296.031680076392 2265.5210907794676 100 GTEX 1 100 100 1.0 0.001 50 9579 -49 2295.3139020743106 2266.271231879753 100 GTEX 1 100 100 1.0 0.001 50 9579 -50 2293.8694650713087 2262.3458312292064 100 GTEX 1 100 100 1.0 0.001 50 9579 -51 2293.3946982569387 2262.733923850404 100 GTEX 1 100 100 1.0 0.001 50 9579 -52 2292.7950434166464 2260.747014615019 100 GTEX 1 100 100 1.0 0.001 50 9579 -53 2292.0507141222884 2260.5999723369177 100 GTEX 1 100 100 1.0 0.001 50 9579 -54 2291.3756935842516 2259.773522902804 100 GTEX 1 100 100 1.0 0.001 50 9579 -55 2291.674665119626 2259.4366970279825 100 GTEX 1 100 100 1.0 0.001 50 9579 -56 2290.283283662781 2258.989123210254 100 GTEX 1 100 100 1.0 0.001 50 9579 -57 2289.4180115332783 2258.6168811638545 100 GTEX 1 100 100 1.0 0.001 50 9579 -58 2288.8950755440774 2257.5868657913497 100 GTEX 1 100 100 1.0 0.001 50 9579 -59 2287.9275901909677 2256.906060628565 100 GTEX 1 100 100 1.0 0.001 50 9579 -60 2288.060741656255 2258.4778528249763 100 GTEX 1 100 100 1.0 0.001 50 9579 -61 2287.050793035388 2256.789606478731 100 GTEX 1 100 100 1.0 0.001 50 9579 -62 2286.4213300612078 2258.0027291765687 100 GTEX 1 100 100 1.0 0.001 50 9579 -63 2285.965478484679 2256.0360594774834 100 GTEX 1 100 100 1.0 0.001 50 9579 -64 2285.248346409526 2253.1999975864424 100 GTEX 1 100 100 1.0 0.001 50 9579 -65 2284.689096468737 2253.308892659815 100 GTEX 1 100 100 1.0 0.001 50 9579 -66 2284.1688011284677 2254.2104557167895 100 GTEX 1 100 100 1.0 0.001 50 9579 -67 2283.1996272155498 2253.5074421117515 100 GTEX 1 100 100 1.0 0.001 50 9579 -68 2283.3764540641173 2252.858100455977 100 GTEX 1 100 100 1.0 0.001 50 9579 -69 2282.7678739459684 2252.0987618449976 100 GTEX 1 100 100 1.0 0.001 50 9579 -70 2282.509716342996 2252.077747185421 100 GTEX 1 100 100 1.0 0.001 50 9579 -71 2282.108905157595 2252.0729989751662 100 GTEX 1 100 100 1.0 0.001 50 9579 -72 2281.3344018149805 2250.3683376529825 100 GTEX 1 100 100 1.0 0.001 50 9579 -73 2280.809695516127 2249.7783565158625 100 GTEX 1 100 100 1.0 0.001 50 9579 -74 2280.7115374458645 2250.639123024596 100 GTEX 1 100 100 1.0 0.001 50 9579 -75 2280.264769927569 2248.6590859300736 100 GTEX 1 100 100 1.0 0.001 50 9579 -76 2280.153265485948 2250.317393951996 100 GTEX 1 100 100 1.0 0.001 50 9579 -77 2279.2459660448794 2250.524703689401 100 GTEX 1 100 100 1.0 0.001 50 9579 -78 2279.242381946003 2248.9411342606345 100 GTEX 1 100 100 1.0 0.001 50 9579 -79 2279.2687533112558 2250.2434026333767 100 GTEX 1 100 100 1.0 0.001 50 9579 -80 2278.7878061312485 2247.8146127911123 100 GTEX 1 100 100 1.0 0.001 50 9579 -81 2278.1572435829726 2247.0403639644724 100 GTEX 1 100 100 1.0 0.001 50 9579 -82 2277.7531050241546 2247.5025546577945 100 GTEX 1 100 100 1.0 0.001 50 9579 -83 2278.311021153043 2246.9077631149003 100 GTEX 1 100 100 1.0 0.001 50 9579 -84 2277.4535904583436 2247.560600715898 100 GTEX 1 100 100 1.0 0.001 50 9579 -85 2277.228268802361 2246.4264988192135 100 GTEX 1 100 100 1.0 0.001 50 9579 -86 2276.6357635404565 2245.08908719255 100 GTEX 1 100 100 1.0 0.001 50 9579 -87 2276.265731558473 2246.0132754945935 100 GTEX 1 100 100 1.0 0.001 50 9579 -88 2276.0620209252784 2246.0391135560244 100 GTEX 1 100 100 1.0 0.001 50 9579 -89 2275.634451390975 2245.92653780745 100 GTEX 1 100 100 1.0 0.001 50 9579 -90 2276.023154882792 2245.2677916320104 100 GTEX 1 100 100 1.0 0.001 50 9579 -91 2275.549188675341 2245.334261005822 100 GTEX 1 100 100 1.0 0.001 50 9579 -92 2275.1471115536206 2244.3782583026377 100 GTEX 1 100 100 1.0 0.001 50 9579 -93 2275.335414610456 2245.190929108246 100 GTEX 1 100 100 1.0 0.001 50 9579 -94 2275.370003201912 2246.4494573208767 100 GTEX 1 100 100 1.0 0.001 50 9579 -95 2274.710474259475 2244.3094412800024 100 GTEX 1 100 100 1.0 0.001 50 9579 -96 2274.082495728377 2242.891047372564 100 GTEX 1 100 100 1.0 0.001 50 9579 -97 2273.408824243301 2242.818454989009 100 GTEX 1 100 100 1.0 0.001 50 9579 -98 2274.0053346802542 2243.6864974453424 100 GTEX 1 100 100 1.0 0.001 50 9579 -99 2273.7869253733775 2245.759243925261 100 GTEX 1 100 100 1.0 0.001 50 9579 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index aece59412..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3692.634534946021 3673.640791164152 100 GTEX 1 50 100 0.5 0.001 50 7442 -1 2687.1292495993484 2757.9028329595412 100 GTEX 1 50 100 0.5 0.001 50 7442 -2 2559.101437322162 2532.019491333472 100 GTEX 1 50 100 0.5 0.001 50 7442 -3 2504.2326803798724 2514.5789539641755 100 GTEX 1 50 100 0.5 0.001 50 7442 -4 2472.8939104153737 2450.1659506446053 100 GTEX 1 50 100 0.5 0.001 50 7442 -5 2445.9190160764038 2426.364191903814 100 GTEX 1 50 100 0.5 0.001 50 7442 -6 2424.931773462051 2396.238806662904 100 GTEX 1 50 100 0.5 0.001 50 7442 -7 2413.75015596942 2428.9905054360743 100 GTEX 1 50 100 0.5 0.001 50 7442 -8 2403.550819520274 2383.4731909458174 100 GTEX 1 50 100 0.5 0.001 50 7442 -9 2394.439876599512 2371.0207250326757 100 GTEX 1 50 100 0.5 0.001 50 7442 -10 2384.388947812962 2358.7852620752137 100 GTEX 1 50 100 0.5 0.001 50 7442 -11 2378.9475836499487 2351.719836100879 100 GTEX 1 50 100 0.5 0.001 50 7442 -12 2373.0268259665977 2346.2465086962334 100 GTEX 1 50 100 0.5 0.001 50 7442 -13 2366.8601596695676 2348.9078123143418 100 GTEX 1 50 100 0.5 0.001 50 7442 -14 2362.6270740992973 2338.5811781502493 100 GTEX 1 50 100 0.5 0.001 50 7442 -15 2358.2552143248836 2347.4677325926805 100 GTEX 1 50 100 0.5 0.001 50 7442 -16 2352.359854745225 2333.8539862687144 100 GTEX 1 50 100 0.5 0.001 50 7442 -17 2349.408450179736 2328.463599839591 100 GTEX 1 50 100 0.5 0.001 50 7442 -18 2346.293031648382 2324.244151764496 100 GTEX 1 50 100 0.5 0.001 50 7442 -19 2343.220426980729 2337.0742623796937 100 GTEX 1 50 100 0.5 0.001 50 7442 -20 2339.2711455902327 2317.4691890818085 100 GTEX 1 50 100 0.5 0.001 50 7442 -21 2337.0935969962684 2322.075590764615 100 GTEX 1 50 100 0.5 0.001 50 7442 -22 2335.0349656464973 2318.6384008139257 100 GTEX 1 50 100 0.5 0.001 50 7442 -23 2331.269272229356 2308.834826335254 100 GTEX 1 50 100 0.5 0.001 50 7442 -24 2329.5780310779387 2308.4221052162547 100 GTEX 1 50 100 0.5 0.001 50 7442 -25 2327.1671118981562 2304.5156751277327 100 GTEX 1 50 100 0.5 0.001 50 7442 -26 2325.6087777877265 2305.5987154304303 100 GTEX 1 50 100 0.5 0.001 50 7442 -27 2323.104146052983 2300.2920209645317 100 GTEX 1 50 100 0.5 0.001 50 7442 -28 2320.943911405656 2310.583095071887 100 GTEX 1 50 100 0.5 0.001 50 7442 -29 2319.3962989034276 2297.603049622742 100 GTEX 1 50 100 0.5 0.001 50 7442 -30 2317.2530493723675 2299.3053911448433 100 GTEX 1 50 100 0.5 0.001 50 7442 -31 2315.6523449362753 2296.8099518402446 100 GTEX 1 50 100 0.5 0.001 50 7442 -32 2314.3140940446087 2293.731366407735 100 GTEX 1 50 100 0.5 0.001 50 7442 -33 2312.386033314944 2292.498401482296 100 GTEX 1 50 100 0.5 0.001 50 7442 -34 2311.174615837622 2290.1322480988592 100 GTEX 1 50 100 0.5 0.001 50 7442 -35 2310.0334761230624 2288.8701292552873 100 GTEX 1 50 100 0.5 0.001 50 7442 -36 2308.3453790139433 2289.8655026512 100 GTEX 1 50 100 0.5 0.001 50 7442 -37 2307.262715014986 2290.21181102216 100 GTEX 1 50 100 0.5 0.001 50 7442 -38 2305.6985459513558 2283.744329996435 100 GTEX 1 50 100 0.5 0.001 50 7442 -39 2304.667785599401 2283.607411663795 100 GTEX 1 50 100 0.5 0.001 50 7442 -40 2303.3435043120594 2282.5802090140805 100 GTEX 1 50 100 0.5 0.001 50 7442 -41 2302.030678189492 2280.4424877094225 100 GTEX 1 50 100 0.5 0.001 50 7442 -42 2301.195409258807 2282.3442874806915 100 GTEX 1 50 100 0.5 0.001 50 7442 -43 2300.114290460861 2278.4223577115017 100 GTEX 1 50 100 0.5 0.001 50 7442 -44 2299.2280704364916 2279.1814614647697 100 GTEX 1 50 100 0.5 0.001 50 7442 -45 2298.416890090454 2275.5162153932984 100 GTEX 1 50 100 0.5 0.001 50 7442 -46 2297.3358195429682 2274.5384581823314 100 GTEX 1 50 100 0.5 0.001 50 7442 -47 2295.559827888983 2276.204047721602 100 GTEX 1 50 100 0.5 0.001 50 7442 -48 2295.8394873000457 2273.9877122074026 100 GTEX 1 50 100 0.5 0.001 50 7442 -49 2294.1670672323103 2274.303729503327 100 GTEX 1 50 100 0.5 0.001 50 7442 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index ca6437166..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3693.4209456564167 3516.7628958234313 100 GTEX 1 50 100 0.0 0.001 50 4907 -1 2685.712891501812 2697.394664923954 100 GTEX 1 50 100 0.0 0.001 50 4907 -2 2554.519842183085 2528.4360630049905 100 GTEX 1 50 100 0.0 0.001 50 4907 -3 2502.666121409815 2477.6694716536954 100 GTEX 1 50 100 0.0 0.001 50 4907 -4 2466.4712868498386 2444.556750163379 100 GTEX 1 50 100 0.0 0.001 50 4907 -5 2442.0179321508267 2434.6740072852303 100 GTEX 1 50 100 0.0 0.001 50 4907 -6 2422.187128180043 2436.694324798004 100 GTEX 1 50 100 0.0 0.001 50 4907 -7 2407.78207737548 2403.144529393417 100 GTEX 1 50 100 0.0 0.001 50 4907 -8 2399.3767509166296 2395.8881204699383 100 GTEX 1 50 100 0.0 0.001 50 4907 -9 2390.137017588234 2383.0160483008553 100 GTEX 1 50 100 0.0 0.001 50 4907 -10 2382.176922111636 2376.277321471008 100 GTEX 1 50 100 0.0 0.001 50 4907 -11 2375.5845255486574 2364.9747727542776 100 GTEX 1 50 100 0.0 0.001 50 4907 -12 2370.548619727367 2357.1195611409817 100 GTEX 1 50 100 0.0 0.001 50 4907 -13 2365.22670232576 2353.9958978805253 100 GTEX 1 50 100 0.0 0.001 50 4907 -14 2359.21584581742 2348.1851532794676 100 GTEX 1 50 100 0.0 0.001 50 4907 -15 2357.9225311907894 2342.0178417597435 100 GTEX 1 50 100 0.0 0.001 50 4907 -16 2353.8043687787595 2343.6204021729445 100 GTEX 1 50 100 0.0 0.001 50 4907 -17 2348.4927800703267 2344.69879916231 100 GTEX 1 50 100 0.0 0.001 50 4907 -18 2345.295622370595 2335.3531675157437 100 GTEX 1 50 100 0.0 0.001 50 4907 -19 2342.319145359786 2330.9463085566185 100 GTEX 1 50 100 0.0 0.001 50 4907 -20 2338.073874085433 2326.9045920716494 100 GTEX 1 50 100 0.0 0.001 50 4907 -21 2336.1155868277224 2328.287390647279 100 GTEX 1 50 100 0.0 0.001 50 4907 -22 2333.7850057735504 2317.6706403725047 100 GTEX 1 50 100 0.0 0.001 50 4907 -23 2331.0287028347234 2318.7173900531725 100 GTEX 1 50 100 0.0 0.001 50 4907 -24 2327.9661528564275 2314.938789396685 100 GTEX 1 50 100 0.0 0.001 50 4907 -25 2326.934601104082 2315.142862182153 100 GTEX 1 50 100 0.0 0.001 50 4907 -26 2323.736529198672 2310.8391057583767 100 GTEX 1 50 100 0.0 0.001 50 4907 -27 2322.044296011598 2311.6296655923243 100 GTEX 1 50 100 0.0 0.001 50 4907 -28 2320.0983501437145 2308.7990871182865 100 GTEX 1 50 100 0.0 0.001 50 4907 -29 2317.497570301772 2304.355068656428 100 GTEX 1 50 100 0.0 0.001 50 4907 -30 2316.2540327430565 2308.4295296904706 100 GTEX 1 50 100 0.0 0.001 50 4907 -31 2314.7559487066915 2301.924871524477 100 GTEX 1 50 100 0.0 0.001 50 4907 -32 2313.178473991893 2301.044367685064 100 GTEX 1 50 100 0.0 0.001 50 4907 -33 2311.6338175846854 2298.3592775294082 100 GTEX 1 50 100 0.0 0.001 50 4907 -34 2309.87804418886 2298.261843141041 100 GTEX 1 50 100 0.0 0.001 50 4907 -35 2308.5257763192208 2296.904296875 100 GTEX 1 50 100 0.0 0.001 50 4907 -36 2307.1598536724196 2294.087826572897 100 GTEX 1 50 100 0.0 0.001 50 4907 -37 2306.1230188427976 2294.612904363712 100 GTEX 1 50 100 0.0 0.001 50 4907 -38 2305.0214564717407 2291.7465653220056 100 GTEX 1 50 100 0.0 0.001 50 4907 -39 2303.4913712136154 2295.4383029720175 100 GTEX 1 50 100 0.0 0.001 50 4907 -40 2302.301480146702 2289.6164355840065 100 GTEX 1 50 100 0.0 0.001 50 4907 -41 2300.6698719224923 2292.9024170850166 100 GTEX 1 50 100 0.0 0.001 50 4907 -42 2299.8095279160507 2287.6136312158387 100 GTEX 1 50 100 0.0 0.001 50 4907 -43 2298.632391862234 2286.6579329922174 100 GTEX 1 50 100 0.0 0.001 50 4907 -44 2298.3187099451548 2286.228692928648 100 GTEX 1 50 100 0.0 0.001 50 4907 -45 2296.924857734639 2286.710581964413 100 GTEX 1 50 100 0.0 0.001 50 4907 -46 2295.7259364045003 2284.0732830323195 100 GTEX 1 50 100 0.0 0.001 50 4907 -47 2295.6658382510464 2283.4596128282437 100 GTEX 1 50 100 0.0 0.001 50 4907 -48 2294.1772182678565 2283.621049192015 100 GTEX 1 50 100 0.0 0.001 50 4907 -49 2293.7111695457743 2281.965244771863 100 GTEX 1 50 100 0.0 0.001 50 4907 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index 85204eaad..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3720.6303423652557 4106.150450963938 100 GTEX 1 50 100 1.0 0.001 50 1899 -1 2701.475396623427 2715.2803347047293 100 GTEX 1 50 100 1.0 0.001 50 1899 -2 2548.4136620804916 2639.6676949040516 100 GTEX 1 50 100 1.0 0.001 50 1899 -3 2491.800479342923 2509.9734174489067 100 GTEX 1 50 100 1.0 0.001 50 1899 -4 2459.1275337294187 2485.050083174905 100 GTEX 1 50 100 1.0 0.001 50 1899 -5 2438.138623211922 2445.607809900784 100 GTEX 1 50 100 1.0 0.001 50 1899 -6 2419.6648132833543 2426.964599609375 100 GTEX 1 50 100 1.0 0.001 50 1899 -7 2406.0003785249914 2421.3979102305134 100 GTEX 1 50 100 1.0 0.001 50 1899 -8 2397.035960854151 2409.3174793548005 100 GTEX 1 50 100 1.0 0.001 50 1899 -9 2387.2310928855663 2398.6314312024715 100 GTEX 1 50 100 1.0 0.001 50 1899 -10 2379.196669779522 2393.4000146670032 100 GTEX 1 50 100 1.0 0.001 50 1899 -11 2373.5487426100203 2389.0297368850997 100 GTEX 1 50 100 1.0 0.001 50 1899 -12 2367.997316670944 2387.3401723651377 100 GTEX 1 50 100 1.0 0.001 50 1899 -13 2362.327715735004 2380.605080724216 100 GTEX 1 50 100 1.0 0.001 50 1899 -14 2357.8161365786664 2370.651689304598 100 GTEX 1 50 100 1.0 0.001 50 1899 -15 2353.703186583164 2366.9165029779588 100 GTEX 1 50 100 1.0 0.001 50 1899 -16 2348.3247752420825 2365.898648222136 100 GTEX 1 50 100 1.0 0.001 50 1899 -17 2344.5589123422974 2359.91523864514 100 GTEX 1 50 100 1.0 0.001 50 1899 -18 2341.770359450715 2356.3840582669914 100 GTEX 1 50 100 1.0 0.001 50 1899 -19 2338.492333308714 2355.489865843334 100 GTEX 1 50 100 1.0 0.001 50 1899 -20 2336.086468332431 2352.908614358068 100 GTEX 1 50 100 1.0 0.001 50 1899 -21 2333.125667615137 2351.9331463135695 100 GTEX 1 50 100 1.0 0.001 50 1899 -22 2329.905239293401 2347.326036344463 100 GTEX 1 50 100 1.0 0.001 50 1899 -23 2327.750258324352 2343.5405774714827 100 GTEX 1 50 100 1.0 0.001 50 1899 -24 2325.6308752607742 2341.9593993212334 100 GTEX 1 50 100 1.0 0.001 50 1899 -25 2322.88843002956 2352.238132723384 100 GTEX 1 50 100 1.0 0.001 50 1899 -26 2320.8199432589026 2350.381403353731 100 GTEX 1 50 100 1.0 0.001 50 1899 -27 2318.938181592555 2335.163709749287 100 GTEX 1 50 100 1.0 0.001 50 1899 -28 2317.4877680053905 2333.0080659235387 100 GTEX 1 50 100 1.0 0.001 50 1899 -29 2314.4635644036107 2333.5615485013664 100 GTEX 1 50 100 1.0 0.001 50 1899 -30 2314.617879407993 2335.8315494667895 100 GTEX 1 50 100 1.0 0.001 50 1899 -31 2311.4927246764255 2328.697756691124 100 GTEX 1 50 100 1.0 0.001 50 1899 -32 2310.1379569635806 2327.5641040874525 100 GTEX 1 50 100 1.0 0.001 50 1899 -33 2308.2029254478553 2323.80374528428 100 GTEX 1 50 100 1.0 0.001 50 1899 -34 2306.6295352080333 2324.9232878594344 100 GTEX 1 50 100 1.0 0.001 50 1899 -35 2305.458535859763 2325.388647739425 100 GTEX 1 50 100 1.0 0.001 50 1899 -36 2304.093268011167 2321.6138410096837 100 GTEX 1 50 100 1.0 0.001 50 1899 -37 2303.119092348751 2320.5958627911123 100 GTEX 1 50 100 1.0 0.001 50 1899 -38 2301.742340426366 2319.3189711189993 100 GTEX 1 50 100 1.0 0.001 50 1899 -39 2300.696253757914 2320.336824018239 100 GTEX 1 50 100 1.0 0.001 50 1899 -40 2299.548964907706 2316.589920798182 100 GTEX 1 50 100 1.0 0.001 50 1899 -41 2297.676769211059 2314.078937254931 100 GTEX 1 50 100 1.0 0.001 50 1899 -42 2296.4727036752256 2313.496393588106 100 GTEX 1 50 100 1.0 0.001 50 1899 -43 2295.759261122724 2312.330142177103 100 GTEX 1 50 100 1.0 0.001 50 1899 -44 2294.905309386801 2317.4438615806203 100 GTEX 1 50 100 1.0 0.001 50 1899 -45 2294.3620534808 2311.902910936015 100 GTEX 1 50 100 1.0 0.001 50 1899 -46 2292.7697947578595 2311.1871713848623 100 GTEX 1 50 100 1.0 0.001 50 1899 -47 2292.0127126424354 2310.672418978731 100 GTEX 1 50 100 1.0 0.001 50 1899 -48 2291.2863999565516 2309.126874220235 100 GTEX 1 50 100 1.0 0.001 50 1899 -49 2290.2907547217883 2307.6734707328305 100 GTEX 1 50 100 1.0 0.001 50 1899 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index fd7a803c6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4040.8843041380997 4335.1092487523765 150 GTEX 1 100 100 0.5 0.001 50 1830 -1 2864.2795802142887 2736.711035898883 150 GTEX 1 100 100 0.5 0.001 50 1830 -2 2640.677994427188 2669.3361537918845 150 GTEX 1 100 100 0.5 0.001 50 1830 -3 2556.537864516627 2555.0473215081392 150 GTEX 1 100 100 0.5 0.001 50 1830 -4 2517.204831096052 2521.9653343519785 150 GTEX 1 100 100 0.5 0.001 50 1830 -5 2485.754889362803 2465.311696563837 150 GTEX 1 100 100 0.5 0.001 50 1830 -6 2462.6890059507696 2486.4595148935064 150 GTEX 1 100 100 0.5 0.001 50 1830 -7 2445.0475572114815 2406.1632748447896 150 GTEX 1 100 100 0.5 0.001 50 1830 -8 2431.563995196926 2400.7840293043014 150 GTEX 1 100 100 0.5 0.001 50 1830 -9 2419.7574140662136 2414.7776380183577 150 GTEX 1 100 100 0.5 0.001 50 1830 -10 2412.455610659478 2388.4403298961797 150 GTEX 1 100 100 0.5 0.001 50 1830 -11 2404.9635359330023 2386.8680675201995 150 GTEX 1 100 100 0.5 0.001 50 1830 -12 2398.6989664343905 2372.7700492365734 150 GTEX 1 100 100 0.5 0.001 50 1830 -13 2393.824756725872 2367.0811048152327 150 GTEX 1 100 100 0.5 0.001 50 1830 -14 2386.6950787521787 2366.6586152863592 150 GTEX 1 100 100 0.5 0.001 50 1830 -15 2382.882293195071 2358.6824361706867 150 GTEX 1 100 100 0.5 0.001 50 1830 -16 2380.90932776561 2352.3214273779113 150 GTEX 1 100 100 0.5 0.001 50 1830 -17 2374.368934393609 2358.2227653242335 150 GTEX 1 100 100 0.5 0.001 50 1830 -18 2369.527471867738 2340.6212473822184 150 GTEX 1 100 100 0.5 0.001 50 1830 -19 2364.915157251629 2341.009124639823 150 GTEX 1 100 100 0.5 0.001 50 1830 -20 2362.1204936236154 2334.689677307361 150 GTEX 1 100 100 0.5 0.001 50 1830 -21 2358.1303276141794 2330.0281611105333 150 GTEX 1 100 100 0.5 0.001 50 1830 -22 2355.6810276301067 2328.94146101919 150 GTEX 1 100 100 0.5 0.001 50 1830 -23 2353.171445697266 2324.725144534963 150 GTEX 1 100 100 0.5 0.001 50 1830 -24 2350.1714439436414 2324.4025888189162 150 GTEX 1 100 100 0.5 0.001 50 1830 -25 2346.84493777109 2321.313331749049 150 GTEX 1 100 100 0.5 0.001 50 1830 -26 2344.9067973629203 2317.3108030834123 150 GTEX 1 100 100 0.5 0.001 50 1830 -27 2342.4449056075546 2316.1375416802816 150 GTEX 1 100 100 0.5 0.001 50 1830 -28 2340.2362744847233 2315.3622443485624 150 GTEX 1 100 100 0.5 0.001 50 1830 -29 2339.2153751755686 2317.395820646685 150 GTEX 1 100 100 0.5 0.001 50 1830 -30 2335.98552202511 2321.681882909042 150 GTEX 1 100 100 0.5 0.001 50 1830 -31 2334.5150427709 2309.553709545063 150 GTEX 1 100 100 0.5 0.001 50 1830 -32 2332.965888626487 2307.680114049875 150 GTEX 1 100 100 0.5 0.001 50 1830 -33 2331.9353848194714 2306.958528583947 150 GTEX 1 100 100 0.5 0.001 50 1830 -34 2328.539600630603 2304.5381592725166 150 GTEX 1 100 100 0.5 0.001 50 1830 -35 2326.855748014691 2302.6441511146922 150 GTEX 1 100 100 0.5 0.001 50 1830 -36 2327.0029531551213 2303.764081715631 150 GTEX 1 100 100 0.5 0.001 50 1830 -37 2325.3257926021392 2305.1668650115853 150 GTEX 1 100 100 0.5 0.001 50 1830 -38 2323.2303482914745 2302.1737362241565 150 GTEX 1 100 100 0.5 0.001 50 1830 -39 2322.4765809130568 2295.4192660371614 150 GTEX 1 100 100 0.5 0.001 50 1830 -40 2320.58368086903 2297.0411052051154 150 GTEX 1 100 100 0.5 0.001 50 1830 -41 2318.234391556278 2297.865411678648 150 GTEX 1 100 100 0.5 0.001 50 1830 -42 2317.9419592090453 2295.1210645088227 150 GTEX 1 100 100 0.5 0.001 50 1830 -43 2317.0564131438073 2296.4076382597136 150 GTEX 1 100 100 0.5 0.001 50 1830 -44 2315.525073399498 2299.135928774061 150 GTEX 1 100 100 0.5 0.001 50 1830 -45 2314.474448041552 2290.748546295746 150 GTEX 1 100 100 0.5 0.001 50 1830 -46 2312.9552960902015 2287.7279252317016 150 GTEX 1 100 100 0.5 0.001 50 1830 -47 2312.1103112033493 2288.0272356040578 150 GTEX 1 100 100 0.5 0.001 50 1830 -48 2310.9811592654087 2287.748652585106 150 GTEX 1 100 100 0.5 0.001 50 1830 -49 2309.5703889889714 2289.137434926776 150 GTEX 1 100 100 0.5 0.001 50 1830 -50 2309.795429987679 2284.6235230884627 150 GTEX 1 100 100 0.5 0.001 50 1830 -51 2308.521507275272 2284.0399072451282 150 GTEX 1 100 100 0.5 0.001 50 1830 -52 2307.0957348965485 2283.0566225233188 150 GTEX 1 100 100 0.5 0.001 50 1830 -53 2306.4375126622 2281.7225119006953 150 GTEX 1 100 100 0.5 0.001 50 1830 -54 2305.209781165207 2283.4604728901795 150 GTEX 1 100 100 0.5 0.001 50 1830 -55 2304.3699601607477 2278.7677447532974 150 GTEX 1 100 100 0.5 0.001 50 1830 -56 2302.9486824245982 2280.391629875386 150 GTEX 1 100 100 0.5 0.001 50 1830 -57 2303.260873219349 2279.2708085788972 150 GTEX 1 100 100 0.5 0.001 50 1830 -58 2301.870020944465 2276.3922504381535 150 GTEX 1 100 100 0.5 0.001 50 1830 -59 2301.0442768248836 2278.0214662733188 150 GTEX 1 100 100 0.5 0.001 50 1830 -60 2300.6787043614086 2278.9020272026496 150 GTEX 1 100 100 0.5 0.001 50 1830 -61 2299.3546787937703 2274.8835797328006 150 GTEX 1 100 100 0.5 0.001 50 1830 -62 2299.0186249356316 2277.368005788825 150 GTEX 1 100 100 0.5 0.001 50 1830 -63 2298.2995294716184 2275.734385211205 150 GTEX 1 100 100 0.5 0.001 50 1830 -64 2297.081520068478 2274.4137417753386 150 GTEX 1 100 100 0.5 0.001 50 1830 -65 2296.4303877377088 2273.263191948372 150 GTEX 1 100 100 0.5 0.001 50 1830 -66 2296.215345467108 2272.835220859078 150 GTEX 1 100 100 0.5 0.001 50 1830 -67 2294.8875606186702 2272.7198607006 150 GTEX 1 100 100 0.5 0.001 50 1830 -68 2295.0467775191123 2270.36065418548 150 GTEX 1 100 100 0.5 0.001 50 1830 -69 2294.2248693498223 2270.2829371695284 150 GTEX 1 100 100 0.5 0.001 50 1830 -70 2293.265722274579 2271.072656899804 150 GTEX 1 100 100 0.5 0.001 50 1830 -71 2293.5938655586924 2270.939887101206 150 GTEX 1 100 100 0.5 0.001 50 1830 -72 2292.0130238334064 2270.216957005258 150 GTEX 1 100 100 0.5 0.001 50 1830 -73 2291.824506576504 2268.085015242544 150 GTEX 1 100 100 0.5 0.001 50 1830 -74 2291.3076321706735 2269.5663217754873 150 GTEX 1 100 100 0.5 0.001 50 1830 -75 2290.6886947340104 2268.885319814936 150 GTEX 1 100 100 0.5 0.001 50 1830 -76 2290.8592140275928 2267.7168664968513 150 GTEX 1 100 100 0.5 0.001 50 1830 -77 2289.801229816814 2266.991232288201 150 GTEX 1 100 100 0.5 0.001 50 1830 -78 2289.153028334032 2267.9534294795626 150 GTEX 1 100 100 0.5 0.001 50 1830 -79 2289.194614815362 2265.4465967910824 150 GTEX 1 100 100 0.5 0.001 50 1830 -80 2288.527543044259 2265.0609191198314 150 GTEX 1 100 100 0.5 0.001 50 1830 -81 2288.20919099322 2263.7682186460315 150 GTEX 1 100 100 0.5 0.001 50 1830 -82 2287.3250811463918 2264.0570597485444 150 GTEX 1 100 100 0.5 0.001 50 1830 -83 2287.190513087815 2263.92204023586 150 GTEX 1 100 100 0.5 0.001 50 1830 -84 2286.0842994084715 2264.0055242618228 150 GTEX 1 100 100 0.5 0.001 50 1830 -85 2285.9952857933313 2266.2619605698965 150 GTEX 1 100 100 0.5 0.001 50 1830 -86 2285.520502422684 2263.421162536389 150 GTEX 1 100 100 0.5 0.001 50 1830 -87 2285.0511146707395 2266.048005658864 150 GTEX 1 100 100 0.5 0.001 50 1830 -88 2285.2439828503784 2261.444921225196 150 GTEX 1 100 100 0.5 0.001 50 1830 -89 2284.2676727949306 2261.6620369682746 150 GTEX 1 100 100 0.5 0.001 50 1830 -90 2284.1719516437033 2262.5472806633197 150 GTEX 1 100 100 0.5 0.001 50 1830 -91 2283.3677847122735 2263.685906587898 150 GTEX 1 100 100 0.5 0.001 50 1830 -92 2283.8938590960706 2261.023050402507 150 GTEX 1 100 100 0.5 0.001 50 1830 -93 2282.9591531097744 2260.4988507753087 150 GTEX 1 100 100 0.5 0.001 50 1830 -94 2282.6645081140205 2260.176082944689 150 GTEX 1 100 100 0.5 0.001 50 1830 -95 2282.1686590591 2261.7988146647754 150 GTEX 1 100 100 0.5 0.001 50 1830 -96 2282.745625764374 2260.2739777655656 150 GTEX 1 100 100 0.5 0.001 50 1830 -97 2281.619196276787 2260.0746174511346 150 GTEX 1 100 100 0.5 0.001 50 1830 -98 2281.0044505182886 2258.6023715059114 150 GTEX 1 100 100 0.5 0.001 50 1830 -99 2280.35749673929 2259.2311593987642 150 GTEX 1 100 100 0.5 0.001 50 1830 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index 8eadca61b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4050.405315808161 3985.776145325867 150 GTEX 1 100 100 0.0 0.001 50 7577 -1 2853.608128044086 3178.6883656316836 150 GTEX 1 100 100 0.0 0.001 50 7577 -2 2630.788926387798 2786.6096952605158 150 GTEX 1 100 100 0.0 0.001 50 7577 -3 2556.825277036556 2544.149940867841 150 GTEX 1 100 100 0.0 0.001 50 7577 -4 2513.7251523796476 2538.1827295107532 150 GTEX 1 100 100 0.0 0.001 50 7577 -5 2482.4857834956706 2500.060841607504 150 GTEX 1 100 100 0.0 0.001 50 7577 -6 2460.466371956327 2483.328935862494 150 GTEX 1 100 100 0.0 0.001 50 7577 -7 2442.8996827280785 2492.789353519338 150 GTEX 1 100 100 0.0 0.001 50 7577 -8 2428.2185381982727 2426.3870775346068 150 GTEX 1 100 100 0.0 0.001 50 7577 -9 2418.9080134756755 2413.961828659696 150 GTEX 1 100 100 0.0 0.001 50 7577 -10 2408.924084051013 2403.0211320884328 150 GTEX 1 100 100 0.0 0.001 50 7577 -11 2401.1966054885556 2400.1250979347374 150 GTEX 1 100 100 0.0 0.001 50 7577 -12 2393.1873107890815 2417.607850281458 150 GTEX 1 100 100 0.0 0.001 50 7577 -13 2390.334392608452 2390.9669764993764 150 GTEX 1 100 100 0.0 0.001 50 7577 -14 2383.804168994517 2377.6543493234612 150 GTEX 1 100 100 0.0 0.001 50 7577 -15 2379.844206612856 2396.053803766635 150 GTEX 1 100 100 0.0 0.001 50 7577 -16 2374.419227310782 2388.4864826855096 150 GTEX 1 100 100 0.0 0.001 50 7577 -17 2370.555686447 2369.7475562730215 150 GTEX 1 100 100 0.0 0.001 50 7577 -18 2367.3392318382275 2371.067500241356 150 GTEX 1 100 100 0.0 0.001 50 7577 -19 2362.6594746316564 2364.7626563242634 150 GTEX 1 100 100 0.0 0.001 50 7577 -20 2359.1679004618013 2357.632340463849 150 GTEX 1 100 100 0.0 0.001 50 7577 -21 2355.482210253793 2357.4027800469344 150 GTEX 1 100 100 0.0 0.001 50 7577 -22 2352.1189179404855 2353.550395544944 150 GTEX 1 100 100 0.0 0.001 50 7577 -23 2349.928573149039 2348.807608832878 150 GTEX 1 100 100 0.0 0.001 50 7577 -24 2347.076899474408 2352.2174397167596 150 GTEX 1 100 100 0.0 0.001 50 7577 -25 2344.6381950180976 2346.40890816228 150 GTEX 1 100 100 0.0 0.001 50 7577 -26 2342.50403800393 2344.0264730127137 150 GTEX 1 100 100 0.0 0.001 50 7577 -27 2340.6998768491453 2342.136207261466 150 GTEX 1 100 100 0.0 0.001 50 7577 -28 2338.7460054240637 2340.9387346274953 150 GTEX 1 100 100 0.0 0.001 50 7577 -29 2336.4705875663076 2343.424802830917 150 GTEX 1 100 100 0.0 0.001 50 7577 -30 2334.021808099228 2332.5525282943204 150 GTEX 1 100 100 0.0 0.001 50 7577 -31 2333.1082941484233 2333.922140491326 150 GTEX 1 100 100 0.0 0.001 50 7577 -32 2330.823988870468 2331.6339143818323 150 GTEX 1 100 100 0.0 0.001 50 7577 -33 2329.529693555162 2331.0217691283715 150 GTEX 1 100 100 0.0 0.001 50 7577 -34 2327.8056550107035 2329.0150155767287 150 GTEX 1 100 100 0.0 0.001 50 7577 -35 2326.3381578979943 2332.6080860674606 150 GTEX 1 100 100 0.0 0.001 50 7577 -36 2323.891732516983 2336.297854347374 150 GTEX 1 100 100 0.0 0.001 50 7577 -37 2322.7859102569287 2322.9197559429213 150 GTEX 1 100 100 0.0 0.001 50 7577 -38 2320.951562572208 2322.2624892318204 150 GTEX 1 100 100 0.0 0.001 50 7577 -39 2319.9563001433435 2321.340773433787 150 GTEX 1 100 100 0.0 0.001 50 7577 -40 2318.6385875462956 2321.1705011288022 150 GTEX 1 100 100 0.0 0.001 50 7577 -41 2317.4818575431846 2319.2910476510515 150 GTEX 1 100 100 0.0 0.001 50 7577 -42 2315.1221406895747 2321.8240753289865 150 GTEX 1 100 100 0.0 0.001 50 7577 -43 2314.556700351385 2315.810531558193 150 GTEX 1 100 100 0.0 0.001 50 7577 -44 2314.2391669334925 2314.8427144909992 150 GTEX 1 100 100 0.0 0.001 50 7577 -45 2312.280573745684 2313.253879097478 150 GTEX 1 100 100 0.0 0.001 50 7577 -46 2311.571153775533 2314.4830739996733 150 GTEX 1 100 100 0.0 0.001 50 7577 -47 2309.640210319399 2309.456174437084 150 GTEX 1 100 100 0.0 0.001 50 7577 -48 2308.2428037958334 2313.0118194696115 150 GTEX 1 100 100 0.0 0.001 50 7577 -49 2307.7392829305913 2309.0264539827413 150 GTEX 1 100 100 0.0 0.001 50 7577 -50 2306.7196391133757 2311.48708468245 150 GTEX 1 100 100 0.0 0.001 50 7577 -51 2305.239810229985 2308.7018337467325 150 GTEX 1 100 100 0.0 0.001 50 7577 -52 2304.4909007522842 2309.8854469908506 150 GTEX 1 100 100 0.0 0.001 50 7577 -53 2304.6184811590592 2305.8182897531487 150 GTEX 1 100 100 0.0 0.001 50 7577 -54 2303.4632354442983 2305.4661066903814 150 GTEX 1 100 100 0.0 0.001 50 7577 -55 2302.8126805717393 2305.4653617365734 150 GTEX 1 100 100 0.0 0.001 50 7577 -56 2301.356228507785 2302.4063859946828 150 GTEX 1 100 100 0.0 0.001 50 7577 -57 2300.836826278124 2302.931486528636 150 GTEX 1 100 100 0.0 0.001 50 7577 -58 2299.706186673527 2301.759469964205 150 GTEX 1 100 100 0.0 0.001 50 7577 -59 2298.4791284135845 2301.9800612300974 150 GTEX 1 100 100 0.0 0.001 50 7577 -60 2298.1567897037075 2299.7212826108753 150 GTEX 1 100 100 0.0 0.001 50 7577 -61 2296.8889361823058 2301.29359116935 150 GTEX 1 100 100 0.0 0.001 50 7577 -62 2296.088789177001 2304.5506190310866 150 GTEX 1 100 100 0.0 0.001 50 7577 -63 2295.540627480863 2297.8822791966195 150 GTEX 1 100 100 0.0 0.001 50 7577 -64 2295.4199467609938 2300.019554457284 150 GTEX 1 100 100 0.0 0.001 50 7577 -65 2294.1684293858766 2295.2688078789656 150 GTEX 1 100 100 0.0 0.001 50 7577 -66 2293.613730281009 2297.0022364859346 150 GTEX 1 100 100 0.0 0.001 50 7577 -67 2293.132798058387 2295.0553405529645 150 GTEX 1 100 100 0.0 0.001 50 7577 -68 2292.3063710826095 2295.2834792916765 150 GTEX 1 100 100 0.0 0.001 50 7577 -69 2291.805289998935 2295.3207204840483 150 GTEX 1 100 100 0.0 0.001 50 7577 -70 2291.3673553321737 2296.689625323045 150 GTEX 1 100 100 0.0 0.001 50 7577 -71 2290.4135043832357 2294.5663238641428 150 GTEX 1 100 100 0.0 0.001 50 7577 -72 2290.0178687366724 2291.61358387298 150 GTEX 1 100 100 0.0 0.001 50 7577 -73 2289.8799476450267 2292.7800668926748 150 GTEX 1 100 100 0.0 0.001 50 7577 -74 2289.2292744286074 2290.577414857117 150 GTEX 1 100 100 0.0 0.001 50 7577 -75 2288.1452185418343 2290.3850195126843 150 GTEX 1 100 100 0.0 0.001 50 7577 -76 2287.6994395777356 2291.779848047989 150 GTEX 1 100 100 0.0 0.001 50 7577 -77 2287.5629171820947 2290.060318283255 150 GTEX 1 100 100 0.0 0.001 50 7577 -78 2286.677954274346 2290.5286059941627 150 GTEX 1 100 100 0.0 0.001 50 7577 -79 2286.348415827265 2289.8778148114457 150 GTEX 1 100 100 0.0 0.001 50 7577 -80 2285.9455640419515 2288.6665308266993 150 GTEX 1 100 100 0.0 0.001 50 7577 -81 2285.247670877291 2289.6843540206155 150 GTEX 1 100 100 0.0 0.001 50 7577 -82 2284.9455045734526 2289.782703472181 150 GTEX 1 100 100 0.0 0.001 50 7577 -83 2284.601578153677 2287.685858084675 150 GTEX 1 100 100 0.0 0.001 50 7577 -84 2284.152773078523 2286.9030527325185 150 GTEX 1 100 100 0.0 0.001 50 7577 -85 2283.7412361071683 2286.041412469552 150 GTEX 1 100 100 0.0 0.001 50 7577 -86 2283.1532063398063 2291.497935247965 150 GTEX 1 100 100 0.0 0.001 50 7577 -87 2283.2204595259354 2289.721164253728 150 GTEX 1 100 100 0.0 0.001 50 7577 -88 2282.4848732356477 2284.4437125898585 150 GTEX 1 100 100 0.0 0.001 50 7577 -89 2281.745444702651 2284.3189193667567 150 GTEX 1 100 100 0.0 0.001 50 7577 -90 2281.5985373431226 2287.128268049697 150 GTEX 1 100 100 0.0 0.001 50 7577 -91 2281.2282293973885 2283.3568273043907 150 GTEX 1 100 100 0.0 0.001 50 7577 -92 2280.516350613686 2285.5111838221096 150 GTEX 1 100 100 0.0 0.001 50 7577 -93 2280.9481748534795 2283.15810008466 150 GTEX 1 100 100 0.0 0.001 50 7577 -94 2280.4254472877 2283.2118279634774 150 GTEX 1 100 100 0.0 0.001 50 7577 -95 2279.4810125283057 2283.073307864113 150 GTEX 1 100 100 0.0 0.001 50 7577 -96 2279.7443273602134 2283.4991659302223 150 GTEX 1 100 100 0.0 0.001 50 7577 -97 2279.27048872894 2281.7046093378685 150 GTEX 1 100 100 0.0 0.001 50 7577 -98 2278.43110004448 2281.321043529438 150 GTEX 1 100 100 0.0 0.001 50 7577 -99 2278.156577927769 2282.5917434982475 150 GTEX 1 100 100 0.0 0.001 50 7577 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index 32722f35b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4027.2650136555767 4525.1258846616565 150 GTEX 1 100 100 1.0 0.001 50 6490 -1 2846.2355081250575 2961.1934995469937 150 GTEX 1 100 100 1.0 0.001 50 6490 -2 2632.306708681101 2618.8821060702826 150 GTEX 1 100 100 1.0 0.001 50 6490 -3 2557.729924739597 2634.9079241734494 150 GTEX 1 100 100 1.0 0.001 50 6490 -4 2513.6541294812323 2514.334337125713 150 GTEX 1 100 100 1.0 0.001 50 6490 -5 2484.319451521981 2478.4482814078096 150 GTEX 1 100 100 1.0 0.001 50 6490 -6 2462.452631328934 2497.7557519252764 150 GTEX 1 100 100 1.0 0.001 50 6490 -7 2445.823159818729 2434.1893651693945 150 GTEX 1 100 100 1.0 0.001 50 6490 -8 2434.7869094618145 2427.8282969659726 150 GTEX 1 100 100 1.0 0.001 50 6490 -9 2422.991241084367 2409.589059111737 150 GTEX 1 100 100 1.0 0.001 50 6490 -10 2412.5519401894408 2417.1650488095593 150 GTEX 1 100 100 1.0 0.001 50 6490 -11 2406.518617663248 2393.060146781428 150 GTEX 1 100 100 1.0 0.001 50 6490 -12 2398.7000941954207 2389.822931209898 150 GTEX 1 100 100 1.0 0.001 50 6490 -13 2392.6276328349877 2379.4278190815858 150 GTEX 1 100 100 1.0 0.001 50 6490 -14 2388.330592478519 2378.9552011236037 150 GTEX 1 100 100 1.0 0.001 50 6490 -15 2382.834790861719 2371.0869632619415 150 GTEX 1 100 100 1.0 0.001 50 6490 -16 2379.814176877575 2382.351792948328 150 GTEX 1 100 100 1.0 0.001 50 6490 -17 2373.387645308415 2360.2106740973295 150 GTEX 1 100 100 1.0 0.001 50 6490 -18 2369.8100210455564 2355.6828348718213 150 GTEX 1 100 100 1.0 0.001 50 6490 -19 2366.5423257371826 2356.0315827924487 150 GTEX 1 100 100 1.0 0.001 50 6490 -20 2362.4624442502163 2350.160293405047 150 GTEX 1 100 100 1.0 0.001 50 6490 -21 2358.2224656464973 2348.0114449040516 150 GTEX 1 100 100 1.0 0.001 50 6490 -22 2355.924445736052 2349.762903481835 150 GTEX 1 100 100 1.0 0.001 50 6490 -23 2353.4378425241134 2353.0361295634802 150 GTEX 1 100 100 1.0 0.001 50 6490 -24 2350.442737379887 2338.448060706541 150 GTEX 1 100 100 1.0 0.001 50 6490 -25 2347.5408225457923 2345.893483673212 150 GTEX 1 100 100 1.0 0.001 50 6490 -26 2344.6487240370743 2339.5406675157437 150 GTEX 1 100 100 1.0 0.001 50 6490 -27 2342.5690995592417 2329.190426902626 150 GTEX 1 100 100 1.0 0.001 50 6490 -28 2339.9990394264287 2346.831097388902 150 GTEX 1 100 100 1.0 0.001 50 6490 -29 2337.2040532346737 2328.800098723785 150 GTEX 1 100 100 1.0 0.001 50 6490 -30 2335.5649769429333 2323.1391262736156 150 GTEX 1 100 100 1.0 0.001 50 6490 -31 2333.3577596798004 2322.294628070788 150 GTEX 1 100 100 1.0 0.001 50 6490 -32 2332.1661913484836 2329.948900346067 150 GTEX 1 100 100 1.0 0.001 50 6490 -33 2330.636067613775 2319.002978190723 150 GTEX 1 100 100 1.0 0.001 50 6490 -34 2327.9164754872186 2333.615469696857 150 GTEX 1 100 100 1.0 0.001 50 6490 -35 2327.824972499043 2318.210892942015 150 GTEX 1 100 100 1.0 0.001 50 6490 -36 2324.860988824461 2314.5028547279735 150 GTEX 1 100 100 1.0 0.001 50 6490 -37 2323.712640114592 2315.9277694179987 150 GTEX 1 100 100 1.0 0.001 50 6490 -38 2321.4516877758347 2317.212172591641 150 GTEX 1 100 100 1.0 0.001 50 6490 -39 2321.381936874059 2311.1215428109404 150 GTEX 1 100 100 1.0 0.001 50 6490 -40 2319.4527426582968 2308.9316958583354 150 GTEX 1 100 100 1.0 0.001 50 6490 -41 2318.0814903084397 2310.0359406561906 150 GTEX 1 100 100 1.0 0.001 50 6490 -42 2316.216747180378 2312.2384501990255 150 GTEX 1 100 100 1.0 0.001 50 6490 -43 2316.077142892952 2304.940882229533 150 GTEX 1 100 100 1.0 0.001 50 6490 -44 2314.2915072587675 2305.5442915651734 150 GTEX 1 100 100 1.0 0.001 50 6490 -45 2313.13787990726 2308.1197936779645 150 GTEX 1 100 100 1.0 0.001 50 6490 -46 2312.38004484224 2302.365185407631 150 GTEX 1 100 100 1.0 0.001 50 6490 -47 2311.2620583857906 2304.045549864098 150 GTEX 1 100 100 1.0 0.001 50 6490 -48 2309.83781117034 2302.0452481694097 150 GTEX 1 100 100 1.0 0.001 50 6490 -49 2308.9221490811833 2299.793638512209 150 GTEX 1 100 100 1.0 0.001 50 6490 -50 2307.563357625502 2301.8533438911004 150 GTEX 1 100 100 1.0 0.001 50 6490 -51 2307.3190516956106 2298.840253590631 150 GTEX 1 100 100 1.0 0.001 50 6490 -52 2306.4665455135687 2301.7975078626278 150 GTEX 1 100 100 1.0 0.001 50 6490 -53 2305.361696050879 2296.2423077137296 150 GTEX 1 100 100 1.0 0.001 50 6490 -54 2304.5487849548927 2295.3064345443204 150 GTEX 1 100 100 1.0 0.001 50 6490 -55 2303.1360631265597 2295.040373247386 150 GTEX 1 100 100 1.0 0.001 50 6490 -56 2301.9418818174727 2294.2203155633615 150 GTEX 1 100 100 1.0 0.001 50 6490 -57 2301.5149884601196 2291.587944930044 150 GTEX 1 100 100 1.0 0.001 50 6490 -58 2301.338182345582 2291.6697710276558 150 GTEX 1 100 100 1.0 0.001 50 6490 -59 2299.9345963589803 2291.964402811609 150 GTEX 1 100 100 1.0 0.001 50 6490 -60 2299.2652007518304 2291.7093779705324 150 GTEX 1 100 100 1.0 0.001 50 6490 -61 2298.881635044348 2290.071784538008 150 GTEX 1 100 100 1.0 0.001 50 6490 -62 2297.831984288969 2294.27670415726 150 GTEX 1 100 100 1.0 0.001 50 6490 -63 2297.1657393002088 2291.07666015625 150 GTEX 1 100 100 1.0 0.001 50 6490 -64 2296.6120652919763 2288.0235953095294 150 GTEX 1 100 100 1.0 0.001 50 6490 -65 2295.5789690349125 2291.473521417538 150 GTEX 1 100 100 1.0 0.001 50 6490 -66 2294.9824985187033 2285.223320210388 150 GTEX 1 100 100 1.0 0.001 50 6490 -67 2294.658285106942 2285.8933583538796 150 GTEX 1 100 100 1.0 0.001 50 6490 -68 2293.681359451953 2284.5575199489813 150 GTEX 1 100 100 1.0 0.001 50 6490 -69 2293.017691233776 2284.7959761819006 150 GTEX 1 100 100 1.0 0.001 50 6490 -70 2292.2971195532427 2283.630275479741 150 GTEX 1 100 100 1.0 0.001 50 6490 -71 2292.344331145979 2286.304321985281 150 GTEX 1 100 100 1.0 0.001 50 6490 -72 2291.56274679685 2283.0030619690174 150 GTEX 1 100 100 1.0 0.001 50 6490 -73 2290.5822534187423 2283.1185472147545 150 GTEX 1 100 100 1.0 0.001 50 6490 -74 2289.575423335253 2282.898006308668 150 GTEX 1 100 100 1.0 0.001 50 6490 -75 2289.504176591837 2283.702664103345 150 GTEX 1 100 100 1.0 0.001 50 6490 -76 2289.08929032676 2281.3111068667567 150 GTEX 1 100 100 1.0 0.001 50 6490 -77 2288.9469591017646 2279.6503627762595 150 GTEX 1 100 100 1.0 0.001 50 6490 -78 2287.735522876134 2279.4056071582404 150 GTEX 1 100 100 1.0 0.001 50 6490 -79 2287.7709533620487 2279.9634392451876 150 GTEX 1 100 100 1.0 0.001 50 6490 -80 2287.3601462594984 2281.45815749948 150 GTEX 1 100 100 1.0 0.001 50 6490 -81 2286.310974553053 2278.1212211579877 150 GTEX 1 100 100 1.0 0.001 50 6490 -82 2286.129125839883 2278.1992739833354 150 GTEX 1 100 100 1.0 0.001 50 6490 -83 2285.731697963361 2277.769545638516 150 GTEX 1 100 100 1.0 0.001 50 6490 -84 2284.886325757607 2277.428315485385 150 GTEX 1 100 100 1.0 0.001 50 6490 -85 2285.2451270387432 2277.0489416086175 150 GTEX 1 100 100 1.0 0.001 50 6490 -86 2284.403630033521 2275.994794606256 150 GTEX 1 100 100 1.0 0.001 50 6490 -87 2283.784881833565 2276.333630695996 150 GTEX 1 100 100 1.0 0.001 50 6490 -88 2283.2212065699437 2276.0285565626486 150 GTEX 1 100 100 1.0 0.001 50 6490 -89 2283.333232173273 2274.779822287904 150 GTEX 1 100 100 1.0 0.001 50 6490 -90 2282.573148033341 2275.101368255035 150 GTEX 1 100 100 1.0 0.001 50 6490 -91 2282.4359264831123 2274.094411407587 150 GTEX 1 100 100 1.0 0.001 50 6490 -92 2281.6167818711956 2274.8720415354683 150 GTEX 1 100 100 1.0 0.001 50 6490 -93 2281.939409310178 2274.421593959794 150 GTEX 1 100 100 1.0 0.001 50 6490 -94 2281.1985619918614 2273.1875888838968 150 GTEX 1 100 100 1.0 0.001 50 6490 -95 2280.9625439747115 2272.4664332168636 150 GTEX 1 100 100 1.0 0.001 50 6490 -96 2280.3707243283825 2274.5111051494177 150 GTEX 1 100 100 1.0 0.001 50 6490 -97 2280.3905811722834 2272.9057895674905 150 GTEX 1 100 100 1.0 0.001 50 6490 -98 2279.784168056844 2272.3993451368674 150 GTEX 1 100 100 1.0 0.001 50 6490 -99 2279.5662249303914 2271.263217012239 150 GTEX 1 100 100 1.0 0.001 50 6490 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 1d3b1a015..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4027.799012668183 4336.6678935584005 150 GTEX 1 50 100 0.5 0.001 50 8211 -1 2852.4016556845077 3181.088324601206 150 GTEX 1 50 100 0.5 0.001 50 8211 -2 2641.076570205632 2627.0616297268593 150 GTEX 1 50 100 0.5 0.001 50 8211 -3 2560.1457884181978 2670.212606567847 150 GTEX 1 50 100 0.5 0.001 50 8211 -4 2519.1112639113994 2544.6762802066005 150 GTEX 1 50 100 0.5 0.001 50 8211 -5 2487.215897265666 2471.7256908344225 150 GTEX 1 50 100 0.5 0.001 50 8211 -6 2464.451622736999 2439.260515220265 150 GTEX 1 50 100 0.5 0.001 50 8211 -7 2448.598382869441 2440.346815218037 150 GTEX 1 50 100 0.5 0.001 50 8211 -8 2431.894971770773 2421.6036335180015 150 GTEX 1 50 100 0.5 0.001 50 8211 -9 2422.5272526388953 2461.576032167152 150 GTEX 1 50 100 0.5 0.001 50 8211 -10 2414.4208572531143 2410.629197733484 150 GTEX 1 50 100 0.5 0.001 50 8211 -11 2406.313611668947 2417.225378928529 150 GTEX 1 50 100 0.5 0.001 50 8211 -12 2400.993585319193 2383.2686971802223 150 GTEX 1 50 100 0.5 0.001 50 8211 -13 2395.0257291260928 2378.4711621650727 150 GTEX 1 50 100 0.5 0.001 50 8211 -14 2388.527467664197 2370.9758894887714 150 GTEX 1 50 100 0.5 0.001 50 8211 -15 2383.8497935571427 2367.623644694629 150 GTEX 1 50 100 0.5 0.001 50 8211 -16 2377.2949231644297 2356.5287505755405 150 GTEX 1 50 100 0.5 0.001 50 8211 -17 2374.5756572120176 2354.7124849616803 150 GTEX 1 50 100 0.5 0.001 50 8211 -18 2369.914245212193 2368.173010300321 150 GTEX 1 50 100 0.5 0.001 50 8211 -19 2365.890909525564 2355.280898641724 150 GTEX 1 50 100 0.5 0.001 50 8211 -20 2363.6379581756446 2346.920875230216 150 GTEX 1 50 100 0.5 0.001 50 8211 -21 2357.8527135997083 2340.985816636466 150 GTEX 1 50 100 0.5 0.001 50 8211 -22 2355.123021679543 2337.617953340364 150 GTEX 1 50 100 0.5 0.001 50 8211 -23 2351.8018394076134 2335.8181913542658 150 GTEX 1 50 100 0.5 0.001 50 8211 -24 2350.2916207285834 2341.776658670984 150 GTEX 1 50 100 0.5 0.001 50 8211 -25 2348.4219137860464 2332.7565091789447 150 GTEX 1 50 100 0.5 0.001 50 8211 -26 2346.2354295214213 2326.7431960885515 150 GTEX 1 50 100 0.5 0.001 50 8211 -27 2343.7613863865927 2324.6381701335254 150 GTEX 1 50 100 0.5 0.001 50 8211 -28 2340.7293528001464 2325.6111271499226 150 GTEX 1 50 100 0.5 0.001 50 8211 -29 2338.5815108103725 2322.3170876158506 150 GTEX 1 50 100 0.5 0.001 50 8211 -30 2336.3253685602785 2322.892692304836 150 GTEX 1 50 100 0.5 0.001 50 8211 -31 2335.3361606229205 2325.3279026742216 150 GTEX 1 50 100 0.5 0.001 50 8211 -32 2332.63548767986 2317.3523213781787 150 GTEX 1 50 100 0.5 0.001 50 8211 -33 2330.551508849408 2313.0847372192848 150 GTEX 1 50 100 0.5 0.001 50 8211 -34 2329.16819151188 2311.7335488206986 150 GTEX 1 50 100 0.5 0.001 50 8211 -35 2327.3697828125823 2311.282912105662 150 GTEX 1 50 100 0.5 0.001 50 8211 -36 2326.375883259365 2310.3893068262832 150 GTEX 1 50 100 0.5 0.001 50 8211 -37 2324.1433264326492 2315.1065622772103 150 GTEX 1 50 100 0.5 0.001 50 8211 -38 2323.7152599521282 2307.9962302088284 150 GTEX 1 50 100 0.5 0.001 50 8211 -39 2322.133231822548 2303.623363886496 150 GTEX 1 50 100 0.5 0.001 50 8211 -40 2320.0709969808777 2305.7685936757366 150 GTEX 1 50 100 0.5 0.001 50 8211 -41 2319.0525849816713 2305.4032511547944 150 GTEX 1 50 100 0.5 0.001 50 8211 -42 2317.851834389153 2305.0347310925617 150 GTEX 1 50 100 0.5 0.001 50 8211 -43 2315.84835261942 2297.8613063101534 150 GTEX 1 50 100 0.5 0.001 50 8211 -44 2315.7561858070303 2300.508753323283 150 GTEX 1 50 100 0.5 0.001 50 8211 -45 2314.1922478092074 2296.878326532052 150 GTEX 1 50 100 0.5 0.001 50 8211 -46 2312.478046169424 2294.318797992663 150 GTEX 1 50 100 0.5 0.001 50 8211 -47 2312.938382924113 2297.2115478515625 150 GTEX 1 50 100 0.5 0.001 50 8211 -48 2310.9529616808304 2294.403094737702 150 GTEX 1 50 100 0.5 0.001 50 8211 -49 2309.758232080434 2294.2412791669144 150 GTEX 1 50 100 0.5 0.001 50 8211 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index 725b42f42..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4041.382033916541 4591.9591709615615 150 GTEX 1 50 100 0.0 0.001 50 8783 -1 2848.674825189433 3237.5046864788796 150 GTEX 1 50 100 0.0 0.001 50 8783 -2 2639.7537950237916 2763.2083670612524 150 GTEX 1 50 100 0.0 0.001 50 8783 -3 2554.4897778395098 2712.8625567186014 150 GTEX 1 50 100 0.0 0.001 50 8783 -4 2514.5173703205046 2528.76104481048 150 GTEX 1 50 100 0.0 0.001 50 8783 -5 2485.2006686105765 2514.0603458999226 150 GTEX 1 50 100 0.0 0.001 50 8783 -6 2463.744031358725 2480.072370986068 150 GTEX 1 50 100 0.0 0.001 50 8783 -7 2442.5861816664137 2451.031930901705 150 GTEX 1 50 100 0.0 0.001 50 8783 -8 2430.8709183875567 2445.486846575719 150 GTEX 1 50 100 0.0 0.001 50 8783 -9 2422.662104836207 2492.5772793265805 150 GTEX 1 50 100 0.0 0.001 50 8783 -10 2409.978559491399 2446.353616808757 150 GTEX 1 50 100 0.0 0.001 50 8783 -11 2402.7980108070715 2411.67355659978 150 GTEX 1 50 100 0.0 0.001 50 8783 -12 2396.2440980996075 2406.2735850983245 150 GTEX 1 50 100 0.0 0.001 50 8783 -13 2387.4085196284213 2399.434368873277 150 GTEX 1 50 100 0.0 0.001 50 8783 -14 2384.380561671464 2392.2688406012358 150 GTEX 1 50 100 0.0 0.001 50 8783 -15 2379.012140883505 2391.1162086167715 150 GTEX 1 50 100 0.0 0.001 50 8783 -16 2374.7175537444627 2395.118495462512 150 GTEX 1 50 100 0.0 0.001 50 8783 -17 2368.98892366968 2387.8511275955025 150 GTEX 1 50 100 0.0 0.001 50 8783 -18 2366.7476118214095 2383.4362282408506 150 GTEX 1 50 100 0.0 0.001 50 8783 -19 2363.3850740050143 2379.5515364150133 150 GTEX 1 50 100 0.0 0.001 50 8783 -20 2360.2803354848584 2375.049019353018 150 GTEX 1 50 100 0.0 0.001 50 8783 -21 2354.575658217773 2370.987683430371 150 GTEX 1 50 100 0.0 0.001 50 8783 -22 2353.237262316839 2369.900277837601 150 GTEX 1 50 100 0.0 0.001 50 8783 -23 2349.8516816175184 2372.7762479020616 150 GTEX 1 50 100 0.0 0.001 50 8783 -24 2347.597813122021 2365.462269366014 150 GTEX 1 50 100 0.0 0.001 50 8783 -25 2344.747641117253 2380.1341355472464 150 GTEX 1 50 100 0.0 0.001 50 8783 -26 2342.0516515377017 2359.280131873069 150 GTEX 1 50 100 0.0 0.001 50 8783 -27 2340.148358690055 2356.905234913409 150 GTEX 1 50 100 0.0 0.001 50 8783 -28 2338.645501004311 2356.6365549065767 150 GTEX 1 50 100 0.0 0.001 50 8783 -29 2335.97108296521 2349.1806747378505 150 GTEX 1 50 100 0.0 0.001 50 8783 -30 2333.555063497709 2347.8101818244268 150 GTEX 1 50 100 0.0 0.001 50 8783 -31 2331.486493429891 2346.2563014737552 150 GTEX 1 50 100 0.0 0.001 50 8783 -32 2329.048604047902 2344.075209004797 150 GTEX 1 50 100 0.0 0.001 50 8783 -33 2328.152010251895 2343.7611956578244 150 GTEX 1 50 100 0.0 0.001 50 8783 -34 2326.2064261464166 2344.248634483424 150 GTEX 1 50 100 0.0 0.001 50 8783 -35 2324.948196902728 2341.172843207878 150 GTEX 1 50 100 0.0 0.001 50 8783 -36 2323.4928885887325 2339.559948591225 150 GTEX 1 50 100 0.0 0.001 50 8783 -37 2321.643918822456 2342.901114692253 150 GTEX 1 50 100 0.0 0.001 50 8783 -38 2320.1172993193463 2334.46882031807 150 GTEX 1 50 100 0.0 0.001 50 8783 -39 2318.7292080229763 2336.328520916261 150 GTEX 1 50 100 0.0 0.001 50 8783 -40 2317.354518827118 2333.963287237479 150 GTEX 1 50 100 0.0 0.001 50 8783 -41 2315.9893692965943 2332.9433818860653 150 GTEX 1 50 100 0.0 0.001 50 8783 -42 2313.960621357619 2329.721020136496 150 GTEX 1 50 100 0.0 0.001 50 8783 -43 2313.5222543708574 2328.9020023708563 150 GTEX 1 50 100 0.0 0.001 50 8783 -44 2312.6628412811033 2326.332950258436 150 GTEX 1 50 100 0.0 0.001 50 8783 -45 2310.5072967538968 2327.61239380347 150 GTEX 1 50 100 0.0 0.001 50 8783 -46 2310.32847528648 2328.3342658793517 150 GTEX 1 50 100 0.0 0.001 50 8783 -47 2308.3540776616305 2326.358088388189 150 GTEX 1 50 100 0.0 0.001 50 8783 -48 2307.7279708151505 2320.814140290815 150 GTEX 1 50 100 0.0 0.001 50 8783 -49 2306.4572165926293 2328.623485492663 150 GTEX 1 50 100 0.0 0.001 50 8783 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 76324abef..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4034.8166001028653 4563.425713484731 150 GTEX 1 50 100 1.0 0.001 50 4023 -1 2856.512708670992 3020.498480851206 150 GTEX 1 50 100 1.0 0.001 50 4023 -2 2627.9370889555908 2820.449104570164 150 GTEX 1 50 100 1.0 0.001 50 4023 -3 2553.9640555731835 2534.479669491148 150 GTEX 1 50 100 1.0 0.001 50 4023 -4 2511.9068407909135 2485.984308163023 150 GTEX 1 50 100 1.0 0.001 50 4023 -5 2485.095713620958 2477.050882433757 150 GTEX 1 50 100 1.0 0.001 50 4023 -6 2461.690991440456 2440.0755949419263 150 GTEX 1 50 100 1.0 0.001 50 4023 -7 2445.639499508366 2421.077224093245 150 GTEX 1 50 100 1.0 0.001 50 4023 -8 2432.432804386908 2420.0884438866447 150 GTEX 1 50 100 1.0 0.001 50 4023 -9 2421.010697263768 2410.7599972336916 150 GTEX 1 50 100 1.0 0.001 50 4023 -10 2413.166569667166 2417.8338753007665 150 GTEX 1 50 100 1.0 0.001 50 4023 -11 2406.0095646544823 2385.827025903042 150 GTEX 1 50 100 1.0 0.001 50 4023 -12 2401.218405309645 2416.3030523147872 150 GTEX 1 50 100 1.0 0.001 50 4023 -13 2392.07416186036 2386.0561063933283 150 GTEX 1 50 100 1.0 0.001 50 4023 -14 2387.3923484517763 2371.9703508384328 150 GTEX 1 50 100 1.0 0.001 50 4023 -15 2383.5119758880764 2364.8908886347435 150 GTEX 1 50 100 1.0 0.001 50 4023 -16 2378.530037781323 2360.4835831674786 150 GTEX 1 50 100 1.0 0.001 50 4023 -17 2373.3913140196705 2357.5146967086503 150 GTEX 1 50 100 1.0 0.001 50 4023 -18 2369.2652100873015 2348.055329877614 150 GTEX 1 50 100 1.0 0.001 50 4023 -19 2365.0742581033956 2348.446036567253 150 GTEX 1 50 100 1.0 0.001 50 4023 -20 2362.1929229804023 2346.5303945795213 150 GTEX 1 50 100 1.0 0.001 50 4023 -21 2360.0716381369166 2346.0774659131416 150 GTEX 1 50 100 1.0 0.001 50 4023 -22 2355.9641813699477 2350.477047996376 150 GTEX 1 50 100 1.0 0.001 50 4023 -23 2352.9429562992664 2345.1546793310363 150 GTEX 1 50 100 1.0 0.001 50 4023 -24 2350.1075612881423 2338.2025299652446 150 GTEX 1 50 100 1.0 0.001 50 4023 -25 2347.689756863067 2334.298444276527 150 GTEX 1 50 100 1.0 0.001 50 4023 -26 2344.886695333956 2355.757295905864 150 GTEX 1 50 100 1.0 0.001 50 4023 -27 2342.997046122798 2328.793335425083 150 GTEX 1 50 100 1.0 0.001 50 4023 -28 2340.5046974956595 2325.443468913379 150 GTEX 1 50 100 1.0 0.001 50 4023 -29 2338.901573264159 2327.305736933371 150 GTEX 1 50 100 1.0 0.001 50 4023 -30 2335.918457727542 2326.9287754537486 150 GTEX 1 50 100 1.0 0.001 50 4023 -31 2334.886296461764 2320.379553269071 150 GTEX 1 50 100 1.0 0.001 50 4023 -32 2333.0679316195815 2320.198188346602 150 GTEX 1 50 100 1.0 0.001 50 4023 -33 2331.7021760828734 2317.3733615657675 150 GTEX 1 50 100 1.0 0.001 50 4023 -34 2329.168785655311 2316.3636604570165 150 GTEX 1 50 100 1.0 0.001 50 4023 -35 2327.9913499122363 2313.2880678358188 150 GTEX 1 50 100 1.0 0.001 50 4023 -36 2325.512541431956 2315.4707834222017 150 GTEX 1 50 100 1.0 0.001 50 4023 -37 2324.4059121951996 2327.533314519962 150 GTEX 1 50 100 1.0 0.001 50 4023 -38 2323.2253579921125 2309.723855602424 150 GTEX 1 50 100 1.0 0.001 50 4023 -39 2320.5886875183614 2311.1367155009802 150 GTEX 1 50 100 1.0 0.001 50 4023 -40 2319.7908653290706 2307.2239191903814 150 GTEX 1 50 100 1.0 0.001 50 4023 -41 2318.9579745710016 2306.0174560546875 150 GTEX 1 50 100 1.0 0.001 50 4023 -42 2317.3368261233923 2306.3754678588402 150 GTEX 1 50 100 1.0 0.001 50 4023 -43 2316.0165384320203 2304.7817327115017 150 GTEX 1 50 100 1.0 0.001 50 4023 -44 2315.549961043749 2303.0778163431264 150 GTEX 1 50 100 1.0 0.001 50 4023 -45 2314.004775377215 2305.582590545538 150 GTEX 1 50 100 1.0 0.001 50 4023 -46 2312.989330381605 2300.472413965958 150 GTEX 1 50 100 1.0 0.001 50 4023 -47 2311.9524234986498 2304.5513419379754 150 GTEX 1 50 100 1.0 0.001 50 4023 -48 2310.934120894662 2311.443827697986 150 GTEX 1 50 100 1.0 0.001 50 4023 -49 2310.046570643007 2300.2288730171695 150 GTEX 1 50 100 1.0 0.001 50 4023 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 890474286..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3226.532490766652 2730.7769306603495 50 GTEX 1 100 100 0.5 0.001 50 27 -1 2548.11882409579 2536.7114554865734 50 GTEX 1 100 100 0.5 0.001 50 27 -2 2471.8513407954524 2426.7390159926035 50 GTEX 1 100 100 0.5 0.001 50 27 -3 2436.113644998127 2407.727299099186 50 GTEX 1 100 100 0.5 0.001 50 27 -4 2405.8128863905126 2377.072341280745 50 GTEX 1 100 100 0.5 0.001 50 27 -5 2392.4700612210922 2365.2760747757247 50 GTEX 1 100 100 0.5 0.001 50 27 -6 2376.85915223812 2352.981348306054 50 GTEX 1 100 100 0.5 0.001 50 27 -7 2367.7310640539176 2342.7739782297112 50 GTEX 1 100 100 0.5 0.001 50 27 -8 2357.9034002571434 2334.2425569599573 50 GTEX 1 100 100 0.5 0.001 50 27 -9 2352.0054213815097 2328.3590672714176 50 GTEX 1 100 100 0.5 0.001 50 27 -10 2345.3163633377785 2323.976404226325 50 GTEX 1 100 100 0.5 0.001 50 27 -11 2339.746228598561 2321.6729675989186 50 GTEX 1 100 100 0.5 0.001 50 27 -12 2335.0964175722247 2319.2947524618285 50 GTEX 1 100 100 0.5 0.001 50 27 -13 2331.4718036790628 2315.007212823788 50 GTEX 1 100 100 0.5 0.001 50 27 -14 2327.277591784703 2311.6644528465126 50 GTEX 1 100 100 0.5 0.001 50 27 -15 2323.5262530987575 2303.3296251188212 50 GTEX 1 100 100 0.5 0.001 50 27 -16 2320.0650269985954 2302.870149677697 50 GTEX 1 100 100 0.5 0.001 50 27 -17 2316.887558168754 2297.757999086561 50 GTEX 1 100 100 0.5 0.001 50 27 -18 2314.2998738782994 2294.7852430452413 50 GTEX 1 100 100 0.5 0.001 50 27 -19 2311.580855083778 2291.9613269182214 50 GTEX 1 100 100 0.5 0.001 50 27 -20 2309.9905968079083 2289.1504880955918 50 GTEX 1 100 100 0.5 0.001 50 27 -21 2306.5195313273657 2289.3792710685007 50 GTEX 1 100 100 0.5 0.001 50 27 -22 2305.167532639077 2284.7229268469287 50 GTEX 1 100 100 0.5 0.001 50 27 -23 2302.6067654263247 2286.8304605810363 50 GTEX 1 100 100 0.5 0.001 50 27 -24 2301.4649358926486 2283.580200659458 50 GTEX 1 100 100 0.5 0.001 50 27 -25 2299.3995407360767 2279.8304916787965 50 GTEX 1 100 100 0.5 0.001 50 27 -26 2298.1924275557117 2279.6339315552223 50 GTEX 1 100 100 0.5 0.001 50 27 -27 2295.9884849283203 2277.989598959571 50 GTEX 1 100 100 0.5 0.001 50 27 -28 2295.2369030301393 2278.6469350604502 50 GTEX 1 100 100 0.5 0.001 50 27 -29 2293.339689637359 2273.7282102171457 50 GTEX 1 100 100 0.5 0.001 50 27 -30 2292.051629127413 2275.862400765655 50 GTEX 1 100 100 0.5 0.001 50 27 -31 2291.602599820429 2274.2956338744652 50 GTEX 1 100 100 0.5 0.001 50 27 -32 2290.0863825595657 2273.9568191354265 50 GTEX 1 100 100 0.5 0.001 50 27 -33 2289.1581726428813 2270.2543625051985 50 GTEX 1 100 100 0.5 0.001 50 27 -34 2288.407056151467 2269.56520968245 50 GTEX 1 100 100 0.5 0.001 50 27 -35 2287.760010539283 2273.0706726770436 50 GTEX 1 100 100 0.5 0.001 50 27 -36 2285.934556644545 2268.104922914686 50 GTEX 1 100 100 0.5 0.001 50 27 -37 2285.3702367434244 2267.0242423286004 50 GTEX 1 100 100 0.5 0.001 50 27 -38 2285.3894513868486 2267.1894712266812 50 GTEX 1 100 100 0.5 0.001 50 27 -39 2284.2133232802516 2265.3211892711797 50 GTEX 1 100 100 0.5 0.001 50 27 -40 2283.4648941409137 2265.9508673954374 50 GTEX 1 100 100 0.5 0.001 50 27 -41 2282.6611179582696 2263.9987927570996 50 GTEX 1 100 100 0.5 0.001 50 27 -42 2282.6536557705385 2264.9594522338402 50 GTEX 1 100 100 0.5 0.001 50 27 -43 2282.1261744125977 2265.600110652329 50 GTEX 1 100 100 0.5 0.001 50 27 -44 2280.895792853836 2262.0208099713345 50 GTEX 1 100 100 0.5 0.001 50 27 -45 2280.1622632039666 2262.053245863534 50 GTEX 1 100 100 0.5 0.001 50 27 -46 2279.602842155852 2261.1639302184826 50 GTEX 1 100 100 0.5 0.001 50 27 -47 2279.371357954152 2262.2497906703006 50 GTEX 1 100 100 0.5 0.001 50 27 -48 2279.0678359954727 2261.2925041401795 50 GTEX 1 100 100 0.5 0.001 50 27 -49 2278.506140986453 2261.9002871205143 50 GTEX 1 100 100 0.5 0.001 50 27 -50 2278.156475495471 2259.2771585558758 50 GTEX 1 100 100 0.5 0.001 50 27 -51 2277.709818378149 2259.1526918592563 50 GTEX 1 100 100 0.5 0.001 50 27 -52 2277.24493571316 2259.4423489298656 50 GTEX 1 100 100 0.5 0.001 50 27 -53 2276.929507547187 2258.57866480142 50 GTEX 1 100 100 0.5 0.001 50 27 -54 2276.6006228151905 2259.630292653131 50 GTEX 1 100 100 0.5 0.001 50 27 -55 2276.6382525266636 2257.84782473488 50 GTEX 1 100 100 0.5 0.001 50 27 -56 2276.290119342395 2258.8358182145616 50 GTEX 1 100 100 0.5 0.001 50 27 -57 2275.5902396822926 2257.311432000802 50 GTEX 1 100 100 0.5 0.001 50 27 -58 2275.7662644024144 2258.8534460031487 50 GTEX 1 100 100 0.5 0.001 50 27 -59 2275.5896776714508 2257.643181978523 50 GTEX 1 100 100 0.5 0.001 50 27 -60 2275.890129343212 2259.1648835736987 50 GTEX 1 100 100 0.5 0.001 50 27 -61 2274.940559378342 2256.108675068322 50 GTEX 1 100 100 0.5 0.001 50 27 -62 2275.1279360830713 2257.9549634810182 50 GTEX 1 100 100 0.5 0.001 50 27 -63 2274.647533403451 2260.3835973703362 50 GTEX 1 100 100 0.5 0.001 50 27 -64 2273.993532168899 2256.584903383436 50 GTEX 1 100 100 0.5 0.001 50 27 -65 2273.7947944277657 2255.3253113489186 50 GTEX 1 100 100 0.5 0.001 50 27 -66 2273.9665530180496 2256.3310407631297 50 GTEX 1 100 100 0.5 0.001 50 27 -67 2273.3253793141225 2256.180682628327 50 GTEX 1 100 100 0.5 0.001 50 27 -68 2273.446264872798 2256.276077560599 50 GTEX 1 100 100 0.5 0.001 50 27 -69 2272.973488551102 2256.798208490524 50 GTEX 1 100 100 0.5 0.001 50 27 -70 2273.231814424654 2257.4321043065293 50 GTEX 1 100 100 0.5 0.001 50 27 -71 2272.9142589059365 2255.561334994356 50 GTEX 1 100 100 0.5 0.001 50 27 -72 2272.5155302527037 2254.453150528012 50 GTEX 1 100 100 0.5 0.001 50 27 -73 2272.4585751873697 2256.8121152232357 50 GTEX 1 100 100 0.5 0.001 50 27 -74 2272.816113239988 2256.9127796013545 50 GTEX 1 100 100 0.5 0.001 50 27 -75 2272.533434422905 2253.0678348903875 50 GTEX 1 100 100 0.5 0.001 50 27 -76 2272.2683491524012 2254.2777382738236 50 GTEX 1 100 100 0.5 0.001 50 27 -77 2272.074375983061 2254.454406506208 50 GTEX 1 100 100 0.5 0.001 50 27 -78 2271.5032032787 2254.312026107266 50 GTEX 1 100 100 0.5 0.001 50 27 -79 2271.9435661479515 2255.9083474743047 50 GTEX 1 100 100 0.5 0.001 50 27 -80 2271.9014594590913 2254.141814141219 50 GTEX 1 100 100 0.5 0.001 50 27 -81 2271.516256201641 2253.027066190886 50 GTEX 1 100 100 0.5 0.001 50 27 -82 2271.5142360778723 2252.586118980959 50 GTEX 1 100 100 0.5 0.001 50 27 -83 2271.315627692329 2254.5883357407024 50 GTEX 1 100 100 0.5 0.001 50 27 -84 2271.708338602803 2254.739444863207 50 GTEX 1 100 100 0.5 0.001 50 27 -85 2271.5781607172034 2253.6511578578006 50 GTEX 1 100 100 0.5 0.001 50 27 -86 2271.1842482645307 2253.6898504336978 50 GTEX 1 100 100 0.5 0.001 50 27 -87 2271.049546027896 2252.7254397316124 50 GTEX 1 100 100 0.5 0.001 50 27 -88 2271.00439453125 2257.572898719701 50 GTEX 1 100 100 0.5 0.001 50 27 -89 2270.9700303779327 2252.7480589427873 50 GTEX 1 100 100 0.5 0.001 50 27 -90 2270.9760298365786 2252.3068940485387 50 GTEX 1 100 100 0.5 0.001 50 27 -91 2270.7332344736155 2252.0798748291945 50 GTEX 1 100 100 0.5 0.001 50 27 -92 2270.388168945828 2255.5244549073195 50 GTEX 1 100 100 0.5 0.001 50 27 -93 2271.05582333286 2251.8227320914034 50 GTEX 1 100 100 0.5 0.001 50 27 -94 2270.2544676677044 2253.0759370172887 50 GTEX 1 100 100 0.5 0.001 50 27 -95 2270.066400705452 2251.5702758324915 50 GTEX 1 100 100 0.5 0.001 50 27 -96 2270.482216597787 2254.6032306395555 50 GTEX 1 100 100 0.5 0.001 50 27 -97 2270.1557843869246 2251.8413164842264 50 GTEX 1 100 100 0.5 0.001 50 27 -98 2270.213903136801 2252.7028548672174 50 GTEX 1 100 100 0.5 0.001 50 27 -99 2270.0207799853274 2252.987948921697 50 GTEX 1 100 100 0.5 0.001 50 27 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index 8900803e0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3261.0127353621874 2787.7997011830143 50 GTEX 1 100 100 0.0 0.001 50 918 -1 2551.5309612451065 2512.7612499628685 50 GTEX 1 100 100 0.0 0.001 50 918 -2 2473.326178090051 2440.036210788973 50 GTEX 1 100 100 0.0 0.001 50 918 -3 2430.4672384788937 2439.0373614061014 50 GTEX 1 100 100 0.0 0.001 50 918 -4 2404.483122473749 2411.101612163587 50 GTEX 1 100 100 0.0 0.001 50 918 -5 2389.145521996227 2380.3869777432865 50 GTEX 1 100 100 0.0 0.001 50 918 -6 2376.3170879972868 2367.1114149202413 50 GTEX 1 100 100 0.0 0.001 50 918 -7 2365.8667926508283 2358.8312101763013 50 GTEX 1 100 100 0.0 0.001 50 918 -8 2357.8319478238964 2345.7765180348442 50 GTEX 1 100 100 0.0 0.001 50 918 -9 2349.980447190735 2343.0299541052755 50 GTEX 1 100 100 0.0 0.001 50 918 -10 2343.195572861651 2340.2641007456036 50 GTEX 1 100 100 0.0 0.001 50 918 -11 2337.5569177492375 2345.8543589776914 50 GTEX 1 100 100 0.0 0.001 50 918 -12 2333.4875273978028 2326.194718857682 50 GTEX 1 100 100 0.0 0.001 50 918 -13 2329.101454935772 2320.712173519932 50 GTEX 1 100 100 0.0 0.001 50 918 -14 2324.786074246602 2318.751277793043 50 GTEX 1 100 100 0.0 0.001 50 918 -15 2321.855923248191 2318.8461491689936 50 GTEX 1 100 100 0.0 0.001 50 918 -16 2318.257742019771 2310.0517824122207 50 GTEX 1 100 100 0.0 0.001 50 918 -17 2315.3443014117297 2311.754604325095 50 GTEX 1 100 100 0.0 0.001 50 918 -18 2313.2532783750876 2311.432377224186 50 GTEX 1 100 100 0.0 0.001 50 918 -19 2310.2405248061523 2304.6338911745484 50 GTEX 1 100 100 0.0 0.001 50 918 -20 2307.020725468238 2305.6265553521566 50 GTEX 1 100 100 0.0 0.001 50 918 -21 2305.3991604574608 2303.423710696144 50 GTEX 1 100 100 0.0 0.001 50 918 -22 2303.218417765536 2298.967767403606 50 GTEX 1 100 100 0.0 0.001 50 918 -23 2301.2416787683946 2301.8793411544975 50 GTEX 1 100 100 0.0 0.001 50 918 -24 2299.9143557936864 2299.882411478137 50 GTEX 1 100 100 0.0 0.001 50 918 -25 2297.2772083340897 2292.8838684314105 50 GTEX 1 100 100 0.0 0.001 50 918 -26 2296.018023571394 2292.8787456555965 50 GTEX 1 100 100 0.0 0.001 50 918 -27 2294.5280837537216 2289.7699276304065 50 GTEX 1 100 100 0.0 0.001 50 918 -28 2293.6137865517226 2290.1649583011526 50 GTEX 1 100 100 0.0 0.001 50 918 -29 2291.7621692251705 2292.8400386911835 50 GTEX 1 100 100 0.0 0.001 50 918 -30 2290.8200390893203 2288.258213521863 50 GTEX 1 100 100 0.0 0.001 50 918 -31 2290.0406892445467 2290.050374194243 50 GTEX 1 100 100 0.0 0.001 50 918 -32 2289.0444365594385 2285.1664742009266 50 GTEX 1 100 100 0.0 0.001 50 918 -33 2287.5607395158017 2282.975746067758 50 GTEX 1 100 100 0.0 0.001 50 918 -34 2286.8342936060376 2283.940676612999 50 GTEX 1 100 100 0.0 0.001 50 918 -35 2285.604706129681 2281.118813402299 50 GTEX 1 100 100 0.0 0.001 50 918 -36 2285.3762783664224 2282.6324365420032 50 GTEX 1 100 100 0.0 0.001 50 918 -37 2283.8399728992817 2280.642500148527 50 GTEX 1 100 100 0.0 0.001 50 918 -38 2283.452775203503 2283.424593965364 50 GTEX 1 100 100 0.0 0.001 50 918 -39 2282.5187708732883 2278.8482684581454 50 GTEX 1 100 100 0.0 0.001 50 918 -40 2281.601257807755 2277.7880794394605 50 GTEX 1 100 100 0.0 0.001 50 918 -41 2280.777343492114 2279.6483567386526 50 GTEX 1 100 100 0.0 0.001 50 918 -42 2280.83556225016 2276.9123298441955 50 GTEX 1 100 100 0.0 0.001 50 918 -43 2279.9312254802044 2277.5225059596305 50 GTEX 1 100 100 0.0 0.001 50 918 -44 2278.8567347121084 2277.7414778212633 50 GTEX 1 100 100 0.0 0.001 50 918 -45 2279.2413082894445 2279.3754186593987 50 GTEX 1 100 100 0.0 0.001 50 918 -46 2278.701235237577 2274.8029525234674 50 GTEX 1 100 100 0.0 0.001 50 918 -47 2277.959930739056 2279.4860733090245 50 GTEX 1 100 100 0.0 0.001 50 918 -48 2277.42234071623 2274.672520162488 50 GTEX 1 100 100 0.0 0.001 50 918 -49 2276.890589824357 2274.496660936015 50 GTEX 1 100 100 0.0 0.001 50 918 -50 2277.143100189309 2275.1470794097554 50 GTEX 1 100 100 0.0 0.001 50 918 -51 2276.370883263491 2272.2603314185776 50 GTEX 1 100 100 0.0 0.001 50 918 -52 2276.6326793276976 2271.9667365360624 50 GTEX 1 100 100 0.0 0.001 50 918 -53 2275.7108694696876 2277.219632340928 50 GTEX 1 100 100 0.0 0.001 50 918 -54 2275.437531229988 2275.2571933296695 50 GTEX 1 100 100 0.0 0.001 50 918 -55 2275.7079981675656 2271.972329027299 50 GTEX 1 100 100 0.0 0.001 50 918 -56 2274.588282276386 2272.334256828511 50 GTEX 1 100 100 0.0 0.001 50 918 -57 2274.7248111191757 2272.2806363994177 50 GTEX 1 100 100 0.0 0.001 50 918 -58 2274.107746037634 2272.4850006683696 50 GTEX 1 100 100 0.0 0.001 50 918 -59 2274.1480467770034 2270.5165662874288 50 GTEX 1 100 100 0.0 0.001 50 918 -60 2273.3229623554603 2271.1277347463165 50 GTEX 1 100 100 0.0 0.001 50 918 -61 2273.5572065557085 2270.323763887239 50 GTEX 1 100 100 0.0 0.001 50 918 -62 2273.311422913558 2273.1174070409043 50 GTEX 1 100 100 0.0 0.001 50 918 -63 2273.5391379574276 2271.9273138590183 50 GTEX 1 100 100 0.0 0.001 50 918 -64 2272.6181434832015 2269.550645719463 50 GTEX 1 100 100 0.0 0.001 50 918 -65 2272.2406672881375 2272.5533841789447 50 GTEX 1 100 100 0.0 0.001 50 918 -66 2272.7073193086017 2271.2712026385752 50 GTEX 1 100 100 0.0 0.001 50 918 -67 2272.261008841568 2269.8997296815587 50 GTEX 1 100 100 0.0 0.001 50 918 -68 2271.874234181895 2269.9299868739604 50 GTEX 1 100 100 0.0 0.001 50 918 -69 2271.8732863221007 2270.182702590304 50 GTEX 1 100 100 0.0 0.001 50 918 -70 2271.838019542184 2269.047127495247 50 GTEX 1 100 100 0.0 0.001 50 918 -71 2271.630025732891 2269.4861044067848 50 GTEX 1 100 100 0.0 0.001 50 918 -72 2271.3653846451407 2268.5181601636764 50 GTEX 1 100 100 0.0 0.001 50 918 -73 2271.3406401791667 2268.5957040532912 50 GTEX 1 100 100 0.0 0.001 50 918 -74 2270.5517541505196 2269.5108067037486 50 GTEX 1 100 100 0.0 0.001 50 918 -75 2271.230595088325 2268.4370321411598 50 GTEX 1 100 100 0.0 0.001 50 918 -76 2271.0311396763923 2267.6549944859494 50 GTEX 1 100 100 0.0 0.001 50 918 -77 2270.703751301808 2268.449118494534 50 GTEX 1 100 100 0.0 0.001 50 918 -78 2270.4312379360954 2267.284569569867 50 GTEX 1 100 100 0.0 0.001 50 918 -79 2270.7508791331898 2267.7301814438274 50 GTEX 1 100 100 0.0 0.001 50 918 -80 2270.1960293197753 2267.397293845057 50 GTEX 1 100 100 0.0 0.001 50 918 -81 2270.75851345979 2269.386434692847 50 GTEX 1 100 100 0.0 0.001 50 918 -82 2269.7518134023944 2269.3917709756715 50 GTEX 1 100 100 0.0 0.001 50 918 -83 2269.7361033902926 2268.405251158508 50 GTEX 1 100 100 0.0 0.001 50 918 -84 2270.0057051076274 2267.5891229317667 50 GTEX 1 100 100 0.0 0.001 50 918 -85 2270.009911665811 2266.178331266338 50 GTEX 1 100 100 0.0 0.001 50 918 -86 2269.627871611585 2267.771401292924 50 GTEX 1 100 100 0.0 0.001 50 918 -87 2269.708659077668 2267.529557260724 50 GTEX 1 100 100 0.0 0.001 50 918 -88 2269.7821051497967 2267.088881576016 50 GTEX 1 100 100 0.0 0.001 50 918 -89 2269.5502285746293 2268.7375051984313 50 GTEX 1 100 100 0.0 0.001 50 918 -90 2269.480504879821 2267.496681358424 50 GTEX 1 100 100 0.0 0.001 50 918 -91 2269.504085042326 2266.0902299192016 50 GTEX 1 100 100 0.0 0.001 50 918 -92 2269.190236298829 2264.918681213611 50 GTEX 1 100 100 0.0 0.001 50 918 -93 2269.570560147874 2267.441013582759 50 GTEX 1 100 100 0.0 0.001 50 918 -94 2269.1384345167753 2266.804309685421 50 GTEX 1 100 100 0.0 0.001 50 918 -95 2269.227935613719 2265.7865946374463 50 GTEX 1 100 100 0.0 0.001 50 918 -96 2269.057307337536 2268.0570086925204 50 GTEX 1 100 100 0.0 0.001 50 918 -97 2268.9182691097612 2265.277487635159 50 GTEX 1 100 100 0.0 0.001 50 918 -98 2269.0426855912315 2271.0485552073433 50 GTEX 1 100 100 0.0 0.001 50 918 -99 2268.455245699288 2266.1495746569035 50 GTEX 1 100 100 0.0 0.001 50 918 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index 59d7c7365..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3240.460198037839 2780.2981639325394 50 GTEX 1 100 100 1.0 0.001 50 6434 -1 2547.761057762532 2564.659463280507 50 GTEX 1 100 100 1.0 0.001 50 6434 -2 2467.807276829629 2464.8565673828125 50 GTEX 1 100 100 1.0 0.001 50 6434 -3 2426.2156652714693 2442.2596579432034 50 GTEX 1 100 100 1.0 0.001 50 6434 -4 2404.039387694178 2424.5650449107357 50 GTEX 1 100 100 1.0 0.001 50 6434 -5 2384.225225387159 2393.717312540845 50 GTEX 1 100 100 1.0 0.001 50 6434 -6 2373.8984752029255 2384.5924661730633 50 GTEX 1 100 100 1.0 0.001 50 6434 -7 2362.6000552082232 2373.324431328719 50 GTEX 1 100 100 1.0 0.001 50 6434 -8 2355.3612603267848 2368.240524001901 50 GTEX 1 100 100 1.0 0.001 50 6434 -9 2347.721735803482 2361.6863229265687 50 GTEX 1 100 100 1.0 0.001 50 6434 -10 2341.4799074096613 2354.0675605802935 50 GTEX 1 100 100 1.0 0.001 50 6434 -11 2334.8713709258145 2351.322820743227 50 GTEX 1 100 100 1.0 0.001 50 6434 -12 2331.7567503967316 2346.8145208902683 50 GTEX 1 100 100 1.0 0.001 50 6434 -13 2326.761018022308 2341.6974336457342 50 GTEX 1 100 100 1.0 0.001 50 6434 -14 2322.326916443303 2338.4472154972673 50 GTEX 1 100 100 1.0 0.001 50 6434 -15 2318.9123776021725 2334.946885953838 50 GTEX 1 100 100 1.0 0.001 50 6434 -16 2315.528415472414 2331.8466035676092 50 GTEX 1 100 100 1.0 0.001 50 6434 -17 2312.633647921522 2327.4152878445816 50 GTEX 1 100 100 1.0 0.001 50 6434 -18 2310.2495636054023 2334.223805010545 50 GTEX 1 100 100 1.0 0.001 50 6434 -19 2307.8097465001783 2321.9013147390388 50 GTEX 1 100 100 1.0 0.001 50 6434 -20 2305.73413150409 2320.306199222463 50 GTEX 1 100 100 1.0 0.001 50 6434 -21 2302.952443536388 2322.236652098681 50 GTEX 1 100 100 1.0 0.001 50 6434 -22 2300.8673064885757 2318.7001159435895 50 GTEX 1 100 100 1.0 0.001 50 6434 -23 2298.835368552026 2315.7002282668427 50 GTEX 1 100 100 1.0 0.001 50 6434 -24 2297.2676605195597 2315.5307329417183 50 GTEX 1 100 100 1.0 0.001 50 6434 -25 2295.8481303217345 2311.415694436193 50 GTEX 1 100 100 1.0 0.001 50 6434 -26 2294.400764147004 2312.2479874643536 50 GTEX 1 100 100 1.0 0.001 50 6434 -27 2292.0771736587453 2307.946821901735 50 GTEX 1 100 100 1.0 0.001 50 6434 -28 2291.205695864995 2306.923548245158 50 GTEX 1 100 100 1.0 0.001 50 6434 -29 2289.5623582400954 2306.175291112167 50 GTEX 1 100 100 1.0 0.001 50 6434 -30 2288.7271522077926 2306.9964116897872 50 GTEX 1 100 100 1.0 0.001 50 6434 -31 2287.7086472407027 2303.7104111588046 50 GTEX 1 100 100 1.0 0.001 50 6434 -32 2285.901665200499 2303.4737103248276 50 GTEX 1 100 100 1.0 0.001 50 6434 -33 2285.022599809082 2301.323032393655 50 GTEX 1 100 100 1.0 0.001 50 6434 -34 2284.59183357217 2305.421136544231 50 GTEX 1 100 100 1.0 0.001 50 6434 -35 2284.13741695041 2300.5755786968275 50 GTEX 1 100 100 1.0 0.001 50 6434 -36 2282.919883965766 2299.73710185584 50 GTEX 1 100 100 1.0 0.001 50 6434 -37 2282.0128303931583 2297.522191268863 50 GTEX 1 100 100 1.0 0.001 50 6434 -38 2281.395114897473 2297.2495637030656 50 GTEX 1 100 100 1.0 0.001 50 6434 -39 2280.5379912675694 2297.301357718928 50 GTEX 1 100 100 1.0 0.001 50 6434 -40 2279.8851959334893 2295.8585813108957 50 GTEX 1 100 100 1.0 0.001 50 6434 -41 2278.717933558884 2301.572414151616 50 GTEX 1 100 100 1.0 0.001 50 6434 -42 2278.4499237843875 2295.8062929798893 50 GTEX 1 100 100 1.0 0.001 50 6434 -43 2277.4915426819807 2293.1773765186845 50 GTEX 1 100 100 1.0 0.001 50 6434 -44 2277.117735146595 2294.5328842569215 50 GTEX 1 100 100 1.0 0.001 50 6434 -45 2276.2389209103003 2294.3290082692192 50 GTEX 1 100 100 1.0 0.001 50 6434 -46 2276.2610296271755 2294.079634401735 50 GTEX 1 100 100 1.0 0.001 50 6434 -47 2275.7313233324476 2297.6998007886764 50 GTEX 1 100 100 1.0 0.001 50 6434 -48 2275.686758938946 2292.7178398103315 50 GTEX 1 100 100 1.0 0.001 50 6434 -49 2274.6402129756243 2293.210921254901 50 GTEX 1 100 100 1.0 0.001 50 6434 -50 2274.738857702455 2292.2238105802935 50 GTEX 1 100 100 1.0 0.001 50 6434 -51 2275.244560437531 2291.171766389912 50 GTEX 1 100 100 1.0 0.001 50 6434 -52 2273.6667412902634 2289.7550503690886 50 GTEX 1 100 100 1.0 0.001 50 6434 -53 2273.538746538139 2290.741285200808 50 GTEX 1 100 100 1.0 0.001 50 6434 -54 2272.7326148252646 2289.3546987323252 50 GTEX 1 100 100 1.0 0.001 50 6434 -55 2272.78618658172 2291.757922966671 50 GTEX 1 100 100 1.0 0.001 50 6434 -56 2272.989778767899 2289.009602709868 50 GTEX 1 100 100 1.0 0.001 50 6434 -57 2271.940995308745 2288.7692745774416 50 GTEX 1 100 100 1.0 0.001 50 6434 -58 2271.9723346146484 2289.7200681737168 50 GTEX 1 100 100 1.0 0.001 50 6434 -59 2271.87397443917 2290.4417227973504 50 GTEX 1 100 100 1.0 0.001 50 6434 -60 2271.755550040808 2288.968589869742 50 GTEX 1 100 100 1.0 0.001 50 6434 -61 2271.1381282256375 2287.8291089888307 50 GTEX 1 100 100 1.0 0.001 50 6434 -62 2272.06924676054 2288.629330479147 50 GTEX 1 100 100 1.0 0.001 50 6434 -63 2271.1465781939073 2287.369009271774 50 GTEX 1 100 100 1.0 0.001 50 6434 -64 2270.977568874115 2286.117703165845 50 GTEX 1 100 100 1.0 0.001 50 6434 -65 2270.65692452648 2287.484745852394 50 GTEX 1 100 100 1.0 0.001 50 6434 -66 2270.5381524204968 2286.5545965274478 50 GTEX 1 100 100 1.0 0.001 50 6434 -67 2270.2608695573686 2286.535511785587 50 GTEX 1 100 100 1.0 0.001 50 6434 -68 2269.922577146065 2288.0818994326282 50 GTEX 1 100 100 1.0 0.001 50 6434 -69 2269.542347631699 2290.8943117090957 50 GTEX 1 100 100 1.0 0.001 50 6434 -70 2269.7180253662805 2288.3637579276083 50 GTEX 1 100 100 1.0 0.001 50 6434 -71 2269.7069980342903 2286.6536874517287 50 GTEX 1 100 100 1.0 0.001 50 6434 -72 2269.043296497249 2287.3276432167895 50 GTEX 1 100 100 1.0 0.001 50 6434 -73 2269.691492177597 2287.460100645348 50 GTEX 1 100 100 1.0 0.001 50 6434 -74 2269.513931927188 2287.435486071917 50 GTEX 1 100 100 1.0 0.001 50 6434 -75 2268.4714247156653 2286.2967390053172 50 GTEX 1 100 100 1.0 0.001 50 6434 -76 2269.3436300572466 2285.8203505599454 50 GTEX 1 100 100 1.0 0.001 50 6434 -77 2268.5261486033723 2285.920625983989 50 GTEX 1 100 100 1.0 0.001 50 6434 -78 2268.475227372881 2287.6478109033387 50 GTEX 1 100 100 1.0 0.001 50 6434 -79 2268.002714481678 2284.0893285483007 50 GTEX 1 100 100 1.0 0.001 50 6434 -80 2268.628015769829 2284.4907556105927 50 GTEX 1 100 100 1.0 0.001 50 6434 -81 2267.6261392885317 2286.5993016464176 50 GTEX 1 100 100 1.0 0.001 50 6434 -82 2268.114573722784 2284.6284643833174 50 GTEX 1 100 100 1.0 0.001 50 6434 -83 2267.609893505483 2284.609178202234 50 GTEX 1 100 100 1.0 0.001 50 6434 -84 2267.7732995825963 2290.662781922083 50 GTEX 1 100 100 1.0 0.001 50 6434 -85 2267.5197519487924 2284.525382270378 50 GTEX 1 100 100 1.0 0.001 50 6434 -86 2267.4927174814075 2284.644301497891 50 GTEX 1 100 100 1.0 0.001 50 6434 -87 2267.547736287482 2284.696947221067 50 GTEX 1 100 100 1.0 0.001 50 6434 -88 2267.651758709943 2284.1522629886526 50 GTEX 1 100 100 1.0 0.001 50 6434 -89 2267.540330396253 2285.194855780656 50 GTEX 1 100 100 1.0 0.001 50 6434 -90 2267.1977412182614 2285.4253430964827 50 GTEX 1 100 100 1.0 0.001 50 6434 -91 2267.24240494943 2284.3524824367278 50 GTEX 1 100 100 1.0 0.001 50 6434 -92 2267.0503449843454 2284.5652547045806 50 GTEX 1 100 100 1.0 0.001 50 6434 -93 2266.986556044599 2284.0179359813155 50 GTEX 1 100 100 1.0 0.001 50 6434 -94 2266.762177013326 2286.6395829929597 50 GTEX 1 100 100 1.0 0.001 50 6434 -95 2267.0357152951538 2284.0743812009864 50 GTEX 1 100 100 1.0 0.001 50 6434 -96 2266.987206278223 2283.7807784279944 50 GTEX 1 100 100 1.0 0.001 50 6434 -97 2266.46212398166 2286.7707816584484 50 GTEX 1 100 100 1.0 0.001 50 6434 -98 2267.8323741867307 2282.889187540845 50 GTEX 1 100 100 1.0 0.001 50 6434 -99 2266.5405295099918 2285.1912038824858 50 GTEX 1 100 100 1.0 0.001 50 6434 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 2957889d6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3239.691816933369 2731.159810925618 50 GTEX 1 50 100 0.5 0.001 50 5701 -1 2547.86516740202 2547.3742309106165 50 GTEX 1 50 100 0.5 0.001 50 5701 -2 2471.247511710085 2521.0591200911954 50 GTEX 1 50 100 0.5 0.001 50 5701 -3 2428.757797207363 2448.8845405143475 50 GTEX 1 50 100 0.5 0.001 50 5701 -4 2405.031444523369 2412.667150461175 50 GTEX 1 50 100 0.5 0.001 50 5701 -5 2385.8125079170986 2402.2485277299193 50 GTEX 1 50 100 0.5 0.001 50 5701 -6 2374.2063387488693 2388.9919609969106 50 GTEX 1 50 100 0.5 0.001 50 5701 -7 2362.5875353097435 2393.6279273667715 50 GTEX 1 50 100 0.5 0.001 50 5701 -8 2355.0954381987676 2369.172071797766 50 GTEX 1 50 100 0.5 0.001 50 5701 -9 2348.31631542257 2364.192273274121 50 GTEX 1 50 100 0.5 0.001 50 5701 -10 2341.8921756939812 2356.652152521982 50 GTEX 1 50 100 0.5 0.001 50 5701 -11 2335.8319122098474 2355.9736374539566 50 GTEX 1 50 100 0.5 0.001 50 5701 -12 2331.02472582082 2347.7483805957404 50 GTEX 1 50 100 0.5 0.001 50 5701 -13 2327.4552055206573 2347.532091031963 50 GTEX 1 50 100 0.5 0.001 50 5701 -14 2323.7448690238543 2339.641466031963 50 GTEX 1 50 100 0.5 0.001 50 5701 -15 2320.2183839308996 2340.8610603129455 50 GTEX 1 50 100 0.5 0.001 50 5701 -16 2316.718394478435 2335.9562997564162 50 GTEX 1 50 100 0.5 0.001 50 5701 -17 2313.984218153768 2340.9565192973205 50 GTEX 1 50 100 0.5 0.001 50 5701 -18 2311.407539146055 2328.5860280084066 50 GTEX 1 50 100 0.5 0.001 50 5701 -19 2308.1949236853593 2324.3062340333886 50 GTEX 1 50 100 0.5 0.001 50 5701 -20 2305.876948792516 2322.6258744504516 50 GTEX 1 50 100 0.5 0.001 50 5701 -21 2304.002670976319 2323.019624079135 50 GTEX 1 50 100 0.5 0.001 50 5701 -22 2300.9676520247967 2324.902790722285 50 GTEX 1 50 100 0.5 0.001 50 5701 -23 2299.4983761437757 2317.005490843334 50 GTEX 1 50 100 0.5 0.001 50 5701 -24 2297.3000731467696 2315.7147388530775 50 GTEX 1 50 100 0.5 0.001 50 5701 -25 2295.915651696353 2314.2295627376425 50 GTEX 1 50 100 0.5 0.001 50 5701 -26 2293.4951762949586 2314.6616419803054 50 GTEX 1 50 100 0.5 0.001 50 5701 -27 2293.1368152767095 2313.6691848116684 50 GTEX 1 50 100 0.5 0.001 50 5701 -28 2291.4967776893172 2312.16175523185 50 GTEX 1 50 100 0.5 0.001 50 5701 -29 2289.9037280301804 2309.9359715682926 50 GTEX 1 50 100 0.5 0.001 50 5701 -30 2288.3674559850583 2313.4151885174074 50 GTEX 1 50 100 0.5 0.001 50 5701 -31 2287.8515051461654 2306.1316906599036 50 GTEX 1 50 100 0.5 0.001 50 5701 -32 2286.5950941015503 2304.491659766368 50 GTEX 1 50 100 0.5 0.001 50 5701 -33 2285.3263464637853 2305.309092242455 50 GTEX 1 50 100 0.5 0.001 50 5701 -34 2284.06173005572 2304.0141657259983 50 GTEX 1 50 100 0.5 0.001 50 5701 -35 2283.196905384122 2303.4001028546813 50 GTEX 1 50 100 0.5 0.001 50 5701 -36 2282.4939062582525 2301.5407849445996 50 GTEX 1 50 100 0.5 0.001 50 5701 -37 2282.072530886484 2302.7143986342976 50 GTEX 1 50 100 0.5 0.001 50 5701 -38 2280.653331246864 2301.2639661433577 50 GTEX 1 50 100 0.5 0.001 50 5701 -39 2280.504790257234 2299.8846788297587 50 GTEX 1 50 100 0.5 0.001 50 5701 -40 2279.706349915331 2302.6137142979146 50 GTEX 1 50 100 0.5 0.001 50 5701 -41 2278.8454546776798 2298.7234875349036 50 GTEX 1 50 100 0.5 0.001 50 5701 -42 2277.8264476066533 2298.6100210907794 50 GTEX 1 50 100 0.5 0.001 50 5701 -43 2277.9204710689105 2297.5573451981345 50 GTEX 1 50 100 0.5 0.001 50 5701 -44 2277.1864877460853 2297.5170295048124 50 GTEX 1 50 100 0.5 0.001 50 5701 -45 2276.6165264867436 2295.1811760151795 50 GTEX 1 50 100 0.5 0.001 50 5701 -46 2275.5911601030225 2296.092025698818 50 GTEX 1 50 100 0.5 0.001 50 5701 -47 2275.869988115584 2296.40006757961 50 GTEX 1 50 100 0.5 0.001 50 5701 -48 2275.1918636365135 2293.979540922796 50 GTEX 1 50 100 0.5 0.001 50 5701 -49 2274.8719956803075 2296.2405848049843 50 GTEX 1 50 100 0.5 0.001 50 5701 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index 8360043ee..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3239.7643854454122 2874.8046183422944 50 GTEX 1 50 100 0.0 0.001 50 401 -1 2541.9942619087606 2489.711507006743 50 GTEX 1 50 100 0.0 0.001 50 401 -2 2467.07535752276 2444.7943300892643 50 GTEX 1 50 100 0.0 0.001 50 401 -3 2428.226527324357 2404.5663686542002 50 GTEX 1 50 100 0.0 0.001 50 401 -4 2402.2154724501474 2378.350935439193 50 GTEX 1 50 100 0.0 0.001 50 401 -5 2385.6509356927354 2371.848275884476 50 GTEX 1 50 100 0.0 0.001 50 401 -6 2375.032028351362 2363.393792794231 50 GTEX 1 50 100 0.0 0.001 50 401 -7 2364.778569997673 2354.6849996472492 50 GTEX 1 50 100 0.0 0.001 50 401 -8 2357.2579307664946 2340.5417160208235 50 GTEX 1 50 100 0.0 0.001 50 401 -9 2349.6177217881027 2336.4119111847967 50 GTEX 1 50 100 0.0 0.001 50 401 -10 2343.4303609175704 2332.519225378 50 GTEX 1 50 100 0.0 0.001 50 401 -11 2338.494683474916 2326.130672788439 50 GTEX 1 50 100 0.0 0.001 50 401 -12 2334.105556224913 2322.943206671073 50 GTEX 1 50 100 0.0 0.001 50 401 -13 2329.7199484733565 2319.6117528182926 50 GTEX 1 50 100 0.0 0.001 50 401 -14 2325.812665382257 2310.674331723057 50 GTEX 1 50 100 0.0 0.001 50 401 -15 2322.4611820532427 2309.2219479637 50 GTEX 1 50 100 0.0 0.001 50 401 -16 2318.173415481698 2312.184157686995 50 GTEX 1 50 100 0.0 0.001 50 401 -17 2315.254275387943 2302.7101540221006 50 GTEX 1 50 100 0.0 0.001 50 401 -18 2313.186967001327 2298.835795935569 50 GTEX 1 50 100 0.0 0.001 50 401 -19 2310.810499501352 2299.031604607296 50 GTEX 1 50 100 0.0 0.001 50 401 -20 2307.9182359456286 2296.4238541171576 50 GTEX 1 50 100 0.0 0.001 50 401 -21 2305.642954767424 2301.119130413795 50 GTEX 1 50 100 0.0 0.001 50 401 -22 2303.415992028436 2291.652739202115 50 GTEX 1 50 100 0.0 0.001 50 401 -23 2302.0590570678905 2291.577503973087 50 GTEX 1 50 100 0.0 0.001 50 401 -24 2300.112314848206 2287.1465182576344 50 GTEX 1 50 100 0.0 0.001 50 401 -25 2298.45443405485 2288.3357597322065 50 GTEX 1 50 100 0.0 0.001 50 401 -26 2296.9887439618583 2288.0820618836146 50 GTEX 1 50 100 0.0 0.001 50 401 -27 2295.0598741537215 2287.321648775398 50 GTEX 1 50 100 0.0 0.001 50 401 -28 2294.351069009454 2285.93690867841 50 GTEX 1 50 100 0.0 0.001 50 401 -29 2292.9521656900697 2280.8773304754336 50 GTEX 1 50 100 0.0 0.001 50 401 -30 2291.498846527741 2282.7766489239248 50 GTEX 1 50 100 0.0 0.001 50 401 -31 2290.45639030027 2280.455736283567 50 GTEX 1 50 100 0.0 0.001 50 401 -32 2288.7864987526573 2279.5326057695165 50 GTEX 1 50 100 0.0 0.001 50 401 -33 2287.9341887186656 2277.0969335751843 50 GTEX 1 50 100 0.0 0.001 50 401 -34 2286.869364031595 2276.5694547587927 50 GTEX 1 50 100 0.0 0.001 50 401 -35 2286.261208651599 2275.453114788795 50 GTEX 1 50 100 0.0 0.001 50 401 -36 2285.1766335372627 2274.4863996034337 50 GTEX 1 50 100 0.0 0.001 50 401 -37 2284.0245430828386 2273.559878505228 50 GTEX 1 50 100 0.0 0.001 50 401 -38 2283.6141998139506 2272.399989603137 50 GTEX 1 50 100 0.0 0.001 50 401 -39 2282.940854864059 2274.9867467843987 50 GTEX 1 50 100 0.0 0.001 50 401 -40 2282.0338820871184 2277.2586437849036 50 GTEX 1 50 100 0.0 0.001 50 401 -41 2282.1595589861495 2275.9522050632722 50 GTEX 1 50 100 0.0 0.001 50 401 -42 2280.7809230264093 2270.798630863088 50 GTEX 1 50 100 0.0 0.001 50 401 -43 2280.2762642910075 2274.1167674481644 50 GTEX 1 50 100 0.0 0.001 50 401 -44 2280.099572548887 2271.7525128846837 50 GTEX 1 50 100 0.0 0.001 50 401 -45 2279.2319387772577 2269.6602968861393 50 GTEX 1 50 100 0.0 0.001 50 401 -46 2279.204310914311 2271.0908105654407 50 GTEX 1 50 100 0.0 0.001 50 401 -47 2278.6295591398493 2269.373888835254 50 GTEX 1 50 100 0.0 0.001 50 401 -48 2277.826249214995 2267.790334723295 50 GTEX 1 50 100 0.0 0.001 50 401 -49 2277.316542001162 2267.5770166201282 50 GTEX 1 50 100 0.0 0.001 50 401 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index 882409fd0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.001lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3236.311093232165 2715.721630952204 50 GTEX 1 50 100 1.0 0.001 50 1512 -1 2551.55639382815 2601.3756284532437 50 GTEX 1 50 100 1.0 0.001 50 1512 -2 2473.2415981016707 2437.800569599572 50 GTEX 1 50 100 1.0 0.001 50 1512 -3 2432.0714658691045 2423.084367295182 50 GTEX 1 50 100 1.0 0.001 50 1512 -4 2404.206355330936 2392.082427166261 50 GTEX 1 50 100 1.0 0.001 50 1512 -5 2386.168563177105 2373.0248290087334 50 GTEX 1 50 100 1.0 0.001 50 1512 -6 2375.618510815943 2372.497564627644 50 GTEX 1 50 100 1.0 0.001 50 1512 -7 2364.585117603212 2355.4355009245783 50 GTEX 1 50 100 1.0 0.001 50 1512 -8 2358.385901328917 2353.4440314579374 50 GTEX 1 50 100 1.0 0.001 50 1512 -9 2349.6975607496765 2359.3365292857357 50 GTEX 1 50 100 1.0 0.001 50 1512 -10 2343.5244999127312 2337.5836195564993 50 GTEX 1 50 100 1.0 0.001 50 1512 -11 2337.568603696145 2339.301215226206 50 GTEX 1 50 100 1.0 0.001 50 1512 -12 2334.508702361245 2328.0967999012296 50 GTEX 1 50 100 1.0 0.001 50 1512 -13 2328.762379428005 2329.8141672112642 50 GTEX 1 50 100 1.0 0.001 50 1512 -14 2325.703776909883 2320.299294127258 50 GTEX 1 50 100 1.0 0.001 50 1512 -15 2322.08462220431 2320.298757110712 50 GTEX 1 50 100 1.0 0.001 50 1512 -16 2318.3869803495036 2317.089862315827 50 GTEX 1 50 100 1.0 0.001 50 1512 -17 2315.420541342831 2316.3968032430785 50 GTEX 1 50 100 1.0 0.001 50 1512 -18 2312.555331776459 2311.2442102468513 50 GTEX 1 50 100 1.0 0.001 50 1512 -19 2309.981975758102 2307.7744033871495 50 GTEX 1 50 100 1.0 0.001 50 1512 -20 2307.4640685706354 2310.1998444183696 50 GTEX 1 50 100 1.0 0.001 50 1512 -21 2305.7588485567876 2305.0663347715663 50 GTEX 1 50 100 1.0 0.001 50 1512 -22 2304.373359587498 2299.9464264496196 50 GTEX 1 50 100 1.0 0.001 50 1512 -23 2301.0261645665123 2300.516197291617 50 GTEX 1 50 100 1.0 0.001 50 1512 -24 2299.4979774521034 2300.8119708739305 50 GTEX 1 50 100 1.0 0.001 50 1512 -25 2298.21200323946 2298.692838603553 50 GTEX 1 50 100 1.0 0.001 50 1512 -26 2296.1775178797484 2292.669290636882 50 GTEX 1 50 100 1.0 0.001 50 1512 -27 2295.2701355025597 2293.6427387194035 50 GTEX 1 50 100 1.0 0.001 50 1512 -28 2293.7128311307124 2292.4168942527626 50 GTEX 1 50 100 1.0 0.001 50 1512 -29 2292.350945482086 2289.3483984189343 50 GTEX 1 50 100 1.0 0.001 50 1512 -30 2291.251968082385 2290.195556640625 50 GTEX 1 50 100 1.0 0.001 50 1512 -31 2289.8541869536944 2291.068429460997 50 GTEX 1 50 100 1.0 0.001 50 1512 -32 2288.663021388648 2286.230390773527 50 GTEX 1 50 100 1.0 0.001 50 1512 -33 2287.4392527734085 2285.391753338136 50 GTEX 1 50 100 1.0 0.001 50 1512 -34 2286.7016696206642 2283.797861773705 50 GTEX 1 50 100 1.0 0.001 50 1512 -35 2285.8348528832885 2285.7448066740435 50 GTEX 1 50 100 1.0 0.001 50 1512 -36 2285.0146117661184 2287.350044743643 50 GTEX 1 50 100 1.0 0.001 50 1512 -37 2284.1168904927563 2280.8930343801985 50 GTEX 1 50 100 1.0 0.001 50 1512 -38 2283.452610569115 2282.3120251789746 50 GTEX 1 50 100 1.0 0.001 50 1512 -39 2282.655635303059 2282.1931031665877 50 GTEX 1 50 100 1.0 0.001 50 1512 -40 2281.8559680945573 2282.9868642132546 50 GTEX 1 50 100 1.0 0.001 50 1512 -41 2281.3686557736332 2281.6971365925024 50 GTEX 1 50 100 1.0 0.001 50 1512 -42 2280.779391261256 2279.8370630532618 50 GTEX 1 50 100 1.0 0.001 50 1512 -43 2279.388011712767 2277.394041576313 50 GTEX 1 50 100 1.0 0.001 50 1512 -44 2278.992489020248 2277.564919127258 50 GTEX 1 50 100 1.0 0.001 50 1512 -45 2278.6169649444287 2277.9797033737823 50 GTEX 1 50 100 1.0 0.001 50 1512 -46 2277.6367572007944 2276.3821603753267 50 GTEX 1 50 100 1.0 0.001 50 1512 -47 2277.487503465987 2279.1802495804122 50 GTEX 1 50 100 1.0 0.001 50 1512 -48 2277.2480755519173 2276.569431551509 50 GTEX 1 50 100 1.0 0.001 50 1512 -49 2276.7339785261465 2276.35498046875 50 GTEX 1 50 100 1.0 0.001 50 1512 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 11c081aba..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3086.2899459140963 3137.938234278458 100 GTEX 1 100 100 0.5 0.0025 50 145 -1 2513.4844377436507 2488.62222162399 100 GTEX 1 100 100 0.5 0.0025 50 145 -2 2441.797555277337 2429.4480463180253 100 GTEX 1 100 100 0.5 0.0025 50 145 -3 2408.0574906428665 2395.8878661181084 100 GTEX 1 100 100 0.5 0.0025 50 145 -4 2385.8838060829726 2373.9578769234195 100 GTEX 1 100 100 0.5 0.0025 50 145 -5 2372.4887530265496 2360.911668436609 100 GTEX 1 100 100 0.5 0.0025 50 145 -6 2361.4401839737707 2355.5646025799074 100 GTEX 1 100 100 0.5 0.0025 50 145 -7 2352.0501219387907 2344.33871587601 100 GTEX 1 100 100 0.5 0.0025 50 145 -8 2345.623646098784 2341.1460722136408 100 GTEX 1 100 100 0.5 0.0025 50 145 -9 2339.157539017112 2326.652940641338 100 GTEX 1 100 100 0.5 0.0025 50 145 -10 2334.7246636599916 2352.947321322481 100 GTEX 1 100 100 0.5 0.0025 50 145 -11 2329.367879717456 2323.6394664923955 100 GTEX 1 100 100 0.5 0.0025 50 145 -12 2325.941812858771 2318.3566532497625 100 GTEX 1 100 100 0.5 0.0025 50 145 -13 2321.933153100284 2318.357333687322 100 GTEX 1 100 100 0.5 0.0025 50 145 -14 2318.344581707964 2316.1200345695697 100 GTEX 1 100 100 0.5 0.0025 50 145 -15 2315.929015681322 2309.9329049578187 100 GTEX 1 100 100 0.5 0.0025 50 145 -16 2312.0071962041666 2308.641049229147 100 GTEX 1 100 100 0.5 0.0025 50 145 -17 2310.5545614453495 2306.644697414152 100 GTEX 1 100 100 0.5 0.0025 50 145 -18 2307.9231078237644 2302.0782308252137 100 GTEX 1 100 100 0.5 0.0025 50 145 -19 2306.506024318851 2303.2259340467563 100 GTEX 1 100 100 0.5 0.0025 50 145 -20 2304.5180924527303 2296.9437399744534 100 GTEX 1 100 100 0.5 0.0025 50 145 -21 2301.6472119228306 2295.656007715958 100 GTEX 1 100 100 0.5 0.0025 50 145 -22 2301.134288149171 2295.9565225463402 100 GTEX 1 100 100 0.5 0.0025 50 145 -23 2299.281187075829 2295.6660546132366 100 GTEX 1 100 100 0.5 0.0025 50 145 -24 2297.87573654805 2293.3245919231226 100 GTEX 1 100 100 0.5 0.0025 50 145 -25 2296.1392496168846 2292.2811998722673 100 GTEX 1 100 100 0.5 0.0025 50 145 -26 2294.689804571967 2288.1610381267824 100 GTEX 1 100 100 0.5 0.0025 50 145 -27 2293.269698669556 2292.925457276319 100 GTEX 1 100 100 0.5 0.0025 50 145 -28 2292.9942205438547 2291.983334385397 100 GTEX 1 100 100 0.5 0.0025 50 145 -29 2291.8689891170065 2289.435080872742 100 GTEX 1 100 100 0.5 0.0025 50 145 -30 2291.2823532618654 2286.0149018610387 100 GTEX 1 100 100 0.5 0.0025 50 145 -31 2289.8180776861814 2284.46489851919 100 GTEX 1 100 100 0.5 0.0025 50 145 -32 2288.7255500139877 2283.831367521685 100 GTEX 1 100 100 0.5 0.0025 50 145 -33 2289.1600891738653 2282.390783737821 100 GTEX 1 100 100 0.5 0.0025 50 145 -34 2287.052519427064 2285.189240546281 100 GTEX 1 100 100 0.5 0.0025 50 145 -35 2285.9897103765466 2285.0633373187975 100 GTEX 1 100 100 0.5 0.0025 50 145 -36 2286.718615280382 2281.1139291973623 100 GTEX 1 100 100 0.5 0.0025 50 145 -37 2284.6266660205765 2279.4818713982295 100 GTEX 1 100 100 0.5 0.0025 50 145 -38 2283.9445185207496 2281.4908145570935 100 GTEX 1 100 100 0.5 0.0025 50 145 -39 2283.6475628798144 2278.3253215601235 100 GTEX 1 100 100 0.5 0.0025 50 145 -40 2283.532816837642 2280.5076435509745 100 GTEX 1 100 100 0.5 0.0025 50 145 -41 2281.8172362301284 2276.611006007902 100 GTEX 1 100 100 0.5 0.0025 50 145 -42 2281.221258662905 2276.8984737033625 100 GTEX 1 100 100 0.5 0.0025 50 145 -43 2281.1311446226446 2277.6491402165516 100 GTEX 1 100 100 0.5 0.0025 50 145 -44 2280.727526529243 2278.2571961145436 100 GTEX 1 100 100 0.5 0.0025 50 145 -45 2280.923369423268 2276.8996303543845 100 GTEX 1 100 100 0.5 0.0025 50 145 -46 2279.2346788927985 2274.1361227869534 100 GTEX 1 100 100 0.5 0.0025 50 145 -47 2279.071657323631 2274.573606077709 100 GTEX 1 100 100 0.5 0.0025 50 145 -48 2278.4805166394203 2274.1849332744177 100 GTEX 1 100 100 0.5 0.0025 50 145 -49 2278.6088123960203 2273.437254002792 100 GTEX 1 100 100 0.5 0.0025 50 145 -50 2277.8320803256956 2277.4209829120127 100 GTEX 1 100 100 0.5 0.0025 50 145 -51 2277.3180428715787 2274.392875178232 100 GTEX 1 100 100 0.5 0.0025 50 145 -52 2277.302233302607 2272.2466228760695 100 GTEX 1 100 100 0.5 0.0025 50 145 -53 2276.73025901136 2272.707431343572 100 GTEX 1 100 100 0.5 0.0025 50 145 -54 2275.8811249975242 2271.1780351413972 100 GTEX 1 100 100 0.5 0.0025 50 145 -55 2276.308734581515 2271.518233498693 100 GTEX 1 100 100 0.5 0.0025 50 145 -56 2276.2456292974116 2270.061637617336 100 GTEX 1 100 100 0.5 0.0025 50 145 -57 2275.002109739135 2269.6442583323433 100 GTEX 1 100 100 0.5 0.0025 50 145 -58 2275.080072735184 2271.0698195772934 100 GTEX 1 100 100 0.5 0.0025 50 145 -59 2274.772815169635 2269.478138738712 100 GTEX 1 100 100 0.5 0.0025 50 145 -60 2274.6250137195325 2270.5692551761526 100 GTEX 1 100 100 0.5 0.0025 50 145 -61 2273.8723917157545 2269.2054039552636 100 GTEX 1 100 100 0.5 0.0025 50 145 -62 2273.656818354836 2272.016944102008 100 GTEX 1 100 100 0.5 0.0025 50 145 -63 2273.9919239921405 2269.3475522813687 100 GTEX 1 100 100 0.5 0.0025 50 145 -64 2273.8872963113645 2268.6950674310838 100 GTEX 1 100 100 0.5 0.0025 50 145 -65 2273.75202468835 2269.704833984375 100 GTEX 1 100 100 0.5 0.0025 50 145 -66 2272.8577000049927 2267.444216187916 100 GTEX 1 100 100 0.5 0.0025 50 145 -67 2273.1731222653775 2270.1063162800024 100 GTEX 1 100 100 0.5 0.0025 50 145 -68 2272.8226857985715 2270.326718638605 100 GTEX 1 100 100 0.5 0.0025 50 145 -69 2272.6757383377785 2272.919300848087 100 GTEX 1 100 100 0.5 0.0025 50 145 -70 2272.2753994446994 2266.8086884357176 100 GTEX 1 100 100 0.5 0.0025 50 145 -71 2272.078163115543 2268.501035044855 100 GTEX 1 100 100 0.5 0.0025 50 145 -72 2272.8267124039426 2269.9784478597317 100 GTEX 1 100 100 0.5 0.0025 50 145 -73 2272.6083064237946 2269.0962322510695 100 GTEX 1 100 100 0.5 0.0025 50 145 -74 2271.6891291686748 2267.181983164508 100 GTEX 1 100 100 0.5 0.0025 50 145 -75 2271.7960300882755 2267.050671711621 100 GTEX 1 100 100 0.5 0.0025 50 145 -76 2272.2323612975915 2267.2885779319154 100 GTEX 1 100 100 0.5 0.0025 50 145 -77 2270.497463433836 2275.1898662146505 100 GTEX 1 100 100 0.5 0.0025 50 145 -78 2271.331059896796 2270.7080031710434 100 GTEX 1 100 100 0.5 0.0025 50 145 -79 2271.6508823619215 2265.4819345220412 100 GTEX 1 100 100 0.5 0.0025 50 145 -80 2270.4294488781343 2265.8093410245365 100 GTEX 1 100 100 0.5 0.0025 50 145 -81 2270.8390261226086 2264.4072562678234 100 GTEX 1 100 100 0.5 0.0025 50 145 -82 2269.824145329871 2265.39823791736 100 GTEX 1 100 100 0.5 0.0025 50 145 -83 2270.228410794363 2265.2022050632722 100 GTEX 1 100 100 0.5 0.0025 50 145 -84 2269.8671838638083 2267.7973326476354 100 GTEX 1 100 100 0.5 0.0025 50 145 -85 2270.081104098447 2264.606742365732 100 GTEX 1 100 100 0.5 0.0025 50 145 -86 2269.9192546724807 2265.8091646491803 100 GTEX 1 100 100 0.5 0.0025 50 145 -87 2270.026712290473 2266.764778398289 100 GTEX 1 100 100 0.5 0.0025 50 145 -88 2270.0498818211863 2267.0585659012595 100 GTEX 1 100 100 0.5 0.0025 50 145 -89 2270.834208271578 2264.859433482355 100 GTEX 1 100 100 0.5 0.0025 50 145 -90 2269.6319452811413 2265.8591048672174 100 GTEX 1 100 100 0.5 0.0025 50 145 -91 2269.1945631865956 2271.0201801256535 100 GTEX 1 100 100 0.5 0.0025 50 145 -92 2269.6672071612247 2263.7123559291826 100 GTEX 1 100 100 0.5 0.0025 50 145 -93 2269.3957111555683 2269.3724267763782 100 GTEX 1 100 100 0.5 0.0025 50 145 -94 2269.75995003924 2264.8542749673243 100 GTEX 1 100 100 0.5 0.0025 50 145 -95 2269.8140153893955 2264.947131022754 100 GTEX 1 100 100 0.5 0.0025 50 145 -96 2269.512344381305 2265.0032815099216 100 GTEX 1 100 100 0.5 0.0025 50 145 -97 2268.6996557893126 2265.144520110504 100 GTEX 1 100 100 0.5 0.0025 50 145 -98 2268.7593469729554 2267.6278220057034 100 GTEX 1 100 100 0.5 0.0025 50 145 -99 2268.6883903512285 2263.0511414270436 100 GTEX 1 100 100 0.5 0.0025 50 145 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 28a82bad3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3094.089506357817 2917.1815784294795 100 GTEX 1 100 100 0.0 0.0025 50 7727 -1 2504.019981699382 2506.0037994964946 100 GTEX 1 100 100 0.0 0.0025 50 7727 -2 2437.0931424207115 2464.4200713299074 100 GTEX 1 100 100 0.0 0.0025 50 7727 -3 2402.496296474142 2421.854662064817 100 GTEX 1 100 100 0.0 0.0025 50 7727 -4 2383.1983273414394 2403.202159576996 100 GTEX 1 100 100 0.0 0.0025 50 7727 -5 2369.2335359938634 2388.7863073312737 100 GTEX 1 100 100 0.0 0.0025 50 7727 -6 2359.0867417688996 2378.5111329981582 100 GTEX 1 100 100 0.0 0.0025 50 7727 -7 2349.406423995648 2378.0904480676686 100 GTEX 1 100 100 0.0 0.0025 50 7727 -8 2341.6992564529255 2374.4391245098623 100 GTEX 1 100 100 0.0 0.0025 50 7727 -9 2334.962873630316 2364.042950184173 100 GTEX 1 100 100 0.0 0.0025 50 7727 -10 2330.2648817984923 2357.788149989603 100 GTEX 1 100 100 0.0 0.0025 50 7727 -11 2325.4157951583047 2356.5100710328543 100 GTEX 1 100 100 0.0 0.0025 50 7727 -12 2321.1293097641396 2345.3639969626306 100 GTEX 1 100 100 0.0 0.0025 50 7727 -13 2319.1469548105424 2343.7982191658743 100 GTEX 1 100 100 0.0 0.0025 50 7727 -14 2314.5335106539906 2345.0977695015445 100 GTEX 1 100 100 0.0 0.0025 50 7727 -15 2311.813208644791 2339.3738414923955 100 GTEX 1 100 100 0.0 0.0025 50 7727 -16 2310.070705827645 2348.155448884565 100 GTEX 1 100 100 0.0 0.0025 50 7727 -17 2307.1820187373737 2334.0939774313806 100 GTEX 1 100 100 0.0 0.0025 50 7727 -18 2304.893060990645 2330.545972700808 100 GTEX 1 100 100 0.0 0.0025 50 7727 -19 2303.088457355155 2330.844039626901 100 GTEX 1 100 100 0.0 0.0025 50 7727 -20 2301.174821243778 2328.928254218156 100 GTEX 1 100 100 0.0 0.0025 50 7727 -21 2299.232422081309 2328.027333538795 100 GTEX 1 100 100 0.0 0.0025 50 7727 -22 2297.229283016209 2322.658083375416 100 GTEX 1 100 100 0.0 0.0025 50 7727 -23 2296.394598867695 2322.2064027967563 100 GTEX 1 100 100 0.0 0.0025 50 7727 -24 2294.790278819064 2325.2337901764495 100 GTEX 1 100 100 0.0 0.0025 50 7727 -25 2293.0511688009997 2322.80728021774 100 GTEX 1 100 100 0.0 0.0025 50 7727 -26 2291.5236595397996 2323.0578817505348 100 GTEX 1 100 100 0.0 0.0025 50 7727 -27 2290.6977560982805 2317.9315227319985 100 GTEX 1 100 100 0.0 0.0025 50 7727 -28 2289.3024533051075 2317.4686293221243 100 GTEX 1 100 100 0.0 0.0025 50 7727 -29 2288.732876837386 2315.8292612286123 100 GTEX 1 100 100 0.0 0.0025 50 7727 -30 2288.9242033232626 2325.5722711947483 100 GTEX 1 100 100 0.0 0.0025 50 7727 -31 2286.495986546812 2321.4288260456274 100 GTEX 1 100 100 0.0 0.0025 50 7727 -32 2285.9280817989466 2314.728836813807 100 GTEX 1 100 100 0.0 0.0025 50 7727 -33 2284.795476329784 2313.3485409116565 100 GTEX 1 100 100 0.0 0.0025 50 7727 -34 2283.549607482117 2313.472678528992 100 GTEX 1 100 100 0.0 0.0025 50 7727 -35 2283.0661222402077 2314.5933137030656 100 GTEX 1 100 100 0.0 0.0025 50 7727 -36 2282.3713599140847 2309.469282839235 100 GTEX 1 100 100 0.0 0.0025 50 7727 -37 2281.647070240292 2317.12037153933 100 GTEX 1 100 100 0.0 0.0025 50 7727 -38 2280.9365834475598 2309.320589130822 100 GTEX 1 100 100 0.0 0.0025 50 7727 -39 2279.9475365341864 2308.219849096958 100 GTEX 1 100 100 0.0 0.0025 50 7727 -40 2279.7746811291854 2308.2114294944154 100 GTEX 1 100 100 0.0 0.0025 50 7727 -41 2279.0860375339585 2308.5179754336978 100 GTEX 1 100 100 0.0 0.0025 50 7727 -42 2278.7482793333916 2310.0465630941067 100 GTEX 1 100 100 0.0 0.0025 50 7727 -43 2277.58079558949 2304.772428447303 100 GTEX 1 100 100 0.0 0.0025 50 7727 -44 2276.762096217659 2307.8723738637714 100 GTEX 1 100 100 0.0 0.0025 50 7727 -45 2277.5305973938252 2304.730609850285 100 GTEX 1 100 100 0.0 0.0025 50 7727 -46 2276.124892048943 2302.9345406071766 100 GTEX 1 100 100 0.0 0.0025 50 7727 -47 2275.494749313198 2303.1148667716257 100 GTEX 1 100 100 0.0 0.0025 50 7727 -48 2275.132655705345 2303.7365230661835 100 GTEX 1 100 100 0.0 0.0025 50 7727 -49 2275.4140611332045 2304.166345168429 100 GTEX 1 100 100 0.0 0.0025 50 7727 -50 2274.621862172753 2301.6007121851235 100 GTEX 1 100 100 0.0 0.0025 50 7727 -51 2274.186110458946 2302.5269937841613 100 GTEX 1 100 100 0.0 0.0025 50 7727 -52 2274.3119383501985 2300.894451416944 100 GTEX 1 100 100 0.0 0.0025 50 7727 -53 2273.762788641424 2304.8228727275427 100 GTEX 1 100 100 0.0 0.0025 50 7727 -54 2273.4657293561268 2301.08696883169 100 GTEX 1 100 100 0.0 0.0025 50 7727 -55 2273.111995533828 2301.33551791231 100 GTEX 1 100 100 0.0 0.0025 50 7727 -56 2273.247560295797 2305.9546316168608 100 GTEX 1 100 100 0.0 0.0025 50 7727 -57 2271.982780207522 2301.9056308296695 100 GTEX 1 100 100 0.0 0.0025 50 7727 -58 2271.791043734568 2300.206664574917 100 GTEX 1 100 100 0.0 0.0025 50 7727 -59 2271.220960366231 2298.3678586546457 100 GTEX 1 100 100 0.0 0.0025 50 7727 -60 2271.3374454622804 2303.5535289923955 100 GTEX 1 100 100 0.0 0.0025 50 7727 -61 2271.172073804276 2297.870775346067 100 GTEX 1 100 100 0.0 0.0025 50 7727 -62 2270.9859413992353 2302.580300914924 100 GTEX 1 100 100 0.0 0.0025 50 7727 -63 2270.553781469306 2303.380048976652 100 GTEX 1 100 100 0.0 0.0025 50 7727 -64 2271.233313825121 2299.6539469091613 100 GTEX 1 100 100 0.0 0.0025 50 7727 -65 2269.7144235764285 2298.5741834749288 100 GTEX 1 100 100 0.0 0.0025 50 7727 -66 2269.501455688799 2301.211815663617 100 GTEX 1 100 100 0.0 0.0025 50 7727 -67 2270.3612181624326 2304.052457744178 100 GTEX 1 100 100 0.0 0.0025 50 7727 -68 2269.6494235011255 2297.7993897412666 100 GTEX 1 100 100 0.0 0.0025 50 7727 -69 2269.606188200212 2297.969015491326 100 GTEX 1 100 100 0.0 0.0025 50 7727 -70 2269.867041046571 2296.225389139734 100 GTEX 1 100 100 0.0 0.0025 50 7727 -71 2269.890961051176 2295.7286994266874 100 GTEX 1 100 100 0.0 0.0025 50 7727 -72 2269.05153505062 2302.5481681098504 100 GTEX 1 100 100 0.0 0.0025 50 7727 -73 2268.044474159209 2297.473664374406 100 GTEX 1 100 100 0.0 0.0025 50 7727 -74 2268.67298955727 2298.512072429004 100 GTEX 1 100 100 0.0 0.0025 50 7727 -75 2268.6160460968035 2295.1024081734195 100 GTEX 1 100 100 0.0 0.0025 50 7727 -76 2267.612404386207 2296.3575963937737 100 GTEX 1 100 100 0.0 0.0025 50 7727 -77 2268.9924627674586 2297.65217851414 100 GTEX 1 100 100 0.0 0.0025 50 7727 -78 2268.147277477438 2296.4480630272697 100 GTEX 1 100 100 0.0 0.0025 50 7727 -79 2266.79733117445 2296.9196480290516 100 GTEX 1 100 100 0.0 0.0025 50 7727 -80 2268.11626983865 2302.861938940708 100 GTEX 1 100 100 0.0 0.0025 50 7727 -81 2267.4126186739545 2294.1650826921937 100 GTEX 1 100 100 0.0 0.0025 50 7727 -82 2267.3843900399083 2294.702969975345 100 GTEX 1 100 100 0.0 0.0025 50 7727 -83 2266.98737313043 2294.879384320045 100 GTEX 1 100 100 0.0 0.0025 50 7727 -84 2266.587849260094 2296.0460042627137 100 GTEX 1 100 100 0.0 0.0025 50 7727 -85 2266.9688773440803 2296.373912970829 100 GTEX 1 100 100 0.0 0.0025 50 7727 -86 2266.3146217308313 2297.025072221067 100 GTEX 1 100 100 0.0 0.0025 50 7727 -87 2266.934561415435 2295.604099520259 100 GTEX 1 100 100 0.0 0.0025 50 7727 -88 2266.1705707934057 2294.4177868048955 100 GTEX 1 100 100 0.0 0.0025 50 7727 -89 2265.940560280943 2293.830356612405 100 GTEX 1 100 100 0.0 0.0025 50 7727 -90 2266.0255959795786 2294.974869296578 100 GTEX 1 100 100 0.0 0.0025 50 7727 -91 2267.686392405651 2297.2419786344462 100 GTEX 1 100 100 0.0 0.0025 50 7727 -92 2266.016482548136 2293.386618494534 100 GTEX 1 100 100 0.0 0.0025 50 7727 -93 2266.248169396613 2299.279098220651 100 GTEX 1 100 100 0.0 0.0025 50 7727 -94 2266.1482694615174 2301.928880814817 100 GTEX 1 100 100 0.0 0.0025 50 7727 -95 2268.19192351763 2295.433840675499 100 GTEX 1 100 100 0.0 0.0025 50 7727 -96 2265.933824532133 2296.9584673167183 100 GTEX 1 100 100 0.0 0.0025 50 7727 -97 2265.293918595516 2293.335189297172 100 GTEX 1 100 100 0.0 0.0025 50 7727 -98 2265.765068714226 2295.7091347581986 100 GTEX 1 100 100 0.0 0.0025 50 7727 -99 2265.987263142074 2293.0843603329968 100 GTEX 1 100 100 0.0 0.0025 50 7727 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index c17470fab..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3080.5635290165014 2850.370703867633 100 GTEX 1 100 100 1.0 0.0025 50 8927 -1 2504.97392218632 2498.2680227765563 100 GTEX 1 100 100 1.0 0.0025 50 8927 -2 2436.2956304166364 2443.1102225300024 100 GTEX 1 100 100 1.0 0.0025 50 8927 -3 2406.6369837278094 2392.2180185064162 100 GTEX 1 100 100 1.0 0.0025 50 8927 -4 2385.49987118597 2423.3051293666826 100 GTEX 1 100 100 1.0 0.0025 50 8927 -5 2370.669431092256 2362.4330748351354 100 GTEX 1 100 100 1.0 0.0025 50 8927 -6 2359.8875071331254 2354.3930654779588 100 GTEX 1 100 100 1.0 0.0025 50 8927 -7 2350.6600222782513 2354.02396012803 100 GTEX 1 100 100 1.0 0.0025 50 8927 -8 2344.2322067981213 2335.233409576996 100 GTEX 1 100 100 1.0 0.0025 50 8927 -9 2338.047753849515 2329.5237679717206 100 GTEX 1 100 100 1.0 0.0025 50 8927 -10 2332.9731239261628 2328.5119109063094 100 GTEX 1 100 100 1.0 0.0025 50 8927 -11 2328.618159240033 2323.8860429538972 100 GTEX 1 100 100 1.0 0.0025 50 8927 -12 2323.5045829685105 2320.6262569064875 100 GTEX 1 100 100 1.0 0.0025 50 8927 -13 2321.291620960681 2316.5586689415995 100 GTEX 1 100 100 1.0 0.0025 50 8927 -14 2316.5571273589344 2309.33602661597 100 GTEX 1 100 100 1.0 0.0025 50 8927 -15 2314.51601951392 2311.4100439267468 100 GTEX 1 100 100 1.0 0.0025 50 8927 -16 2312.2919998982898 2308.6367066822127 100 GTEX 1 100 100 1.0 0.0025 50 8927 -17 2309.25442315659 2306.19954179539 100 GTEX 1 100 100 1.0 0.0025 50 8927 -18 2307.2429622667473 2308.510098881595 100 GTEX 1 100 100 1.0 0.0025 50 8927 -19 2305.1639481533716 2299.2939174637595 100 GTEX 1 100 100 1.0 0.0025 50 8927 -20 2303.4822726106145 2302.7579591700332 100 GTEX 1 100 100 1.0 0.0025 50 8927 -21 2300.9816842696173 2299.689830939579 100 GTEX 1 100 100 1.0 0.0025 50 8927 -22 2299.6179057897252 2294.772162955977 100 GTEX 1 100 100 1.0 0.0025 50 8927 -23 2297.44828953536 2293.6694410200807 100 GTEX 1 100 100 1.0 0.0025 50 8927 -24 2296.8316637109497 2292.047664975939 100 GTEX 1 100 100 1.0 0.0025 50 8927 -25 2295.045579793625 2294.6281589754635 100 GTEX 1 100 100 1.0 0.0025 50 8927 -26 2294.6250913947792 2289.220714264496 100 GTEX 1 100 100 1.0 0.0025 50 8927 -27 2293.700797166721 2288.2580714932865 100 GTEX 1 100 100 1.0 0.0025 50 8927 -28 2291.83626357099 2286.099365234375 100 GTEX 1 100 100 1.0 0.0025 50 8927 -29 2291.1625060809506 2287.207330159815 100 GTEX 1 100 100 1.0 0.0025 50 8927 -30 2290.078132839733 2285.3927619266874 100 GTEX 1 100 100 1.0 0.0025 50 8927 -31 2288.7982643863224 2285.2761295449145 100 GTEX 1 100 100 1.0 0.0025 50 8927 -32 2288.0203972310064 2286.3683673583055 100 GTEX 1 100 100 1.0 0.0025 50 8927 -33 2287.376187384261 2283.0010610370127 100 GTEX 1 100 100 1.0 0.0025 50 8927 -34 2286.626362437241 2286.041369304004 100 GTEX 1 100 100 1.0 0.0025 50 8927 -35 2285.8279194906895 2284.0024274818797 100 GTEX 1 100 100 1.0 0.0025 50 8927 -36 2284.778315773707 2281.7450893387595 100 GTEX 1 100 100 1.0 0.0025 50 8927 -37 2284.8761160272197 2280.593381468334 100 GTEX 1 100 100 1.0 0.0025 50 8927 -38 2283.756154396522 2283.2104000193085 100 GTEX 1 100 100 1.0 0.0025 50 8927 -39 2283.1578594661883 2279.8618795300617 100 GTEX 1 100 100 1.0 0.0025 50 8927 -40 2282.5246060070094 2279.855114142704 100 GTEX 1 100 100 1.0 0.0025 50 8927 -41 2281.1318134756343 2281.904476963522 100 GTEX 1 100 100 1.0 0.0025 50 8927 -42 2281.577764784911 2284.529031383674 100 GTEX 1 100 100 1.0 0.0025 50 8927 -43 2281.7432564372457 2278.7363541171576 100 GTEX 1 100 100 1.0 0.0025 50 8927 -44 2279.640505830904 2275.274548664746 100 GTEX 1 100 100 1.0 0.0025 50 8927 -45 2279.3148759805854 2274.4418509015563 100 GTEX 1 100 100 1.0 0.0025 50 8927 -46 2279.114557166506 2279.8658247682984 100 GTEX 1 100 100 1.0 0.0025 50 8927 -47 2278.951997625799 2276.4717298152327 100 GTEX 1 100 100 1.0 0.0025 50 8927 -48 2278.456092158328 2275.092943314817 100 GTEX 1 100 100 1.0 0.0025 50 8927 -49 2277.9994777035936 2277.1523818099454 100 GTEX 1 100 100 1.0 0.0025 50 8927 -50 2277.348879222521 2273.389615947303 100 GTEX 1 100 100 1.0 0.0025 50 8927 -51 2277.6576752066803 2274.1235314430846 100 GTEX 1 100 100 1.0 0.0025 50 8927 -52 2277.122701926759 2277.35205078125 100 GTEX 1 100 100 1.0 0.0025 50 8927 -53 2276.1737527707264 2280.5538288305015 100 GTEX 1 100 100 1.0 0.0025 50 8927 -54 2275.9899522477754 2274.451209006654 100 GTEX 1 100 100 1.0 0.0025 50 8927 -55 2275.806053676587 2273.404007248099 100 GTEX 1 100 100 1.0 0.0025 50 8927 -56 2275.3595793488234 2270.242198639496 100 GTEX 1 100 100 1.0 0.0025 50 8927 -57 2275.2791624390566 2271.1322722344344 100 GTEX 1 100 100 1.0 0.0025 50 8927 -58 2275.560437015587 2271.7681583070935 100 GTEX 1 100 100 1.0 0.0025 50 8927 -59 2274.424230968636 2270.2378449530656 100 GTEX 1 100 100 1.0 0.0025 50 8927 -60 2274.4324848662213 2272.354455055846 100 GTEX 1 100 100 1.0 0.0025 50 8927 -61 2274.214934319544 2270.78072737197 100 GTEX 1 100 100 1.0 0.0025 50 8927 -62 2274.013139701562 2272.262395474394 100 GTEX 1 100 100 1.0 0.0025 50 8927 -63 2273.3031107337497 2270.3554538973385 100 GTEX 1 100 100 1.0 0.0025 50 8927 -64 2273.234247269091 2270.2263814831867 100 GTEX 1 100 100 1.0 0.0025 50 8927 -65 2273.1791610774185 2269.5064339873456 100 GTEX 1 100 100 1.0 0.0025 50 8927 -66 2272.700428054566 2268.889608520972 100 GTEX 1 100 100 1.0 0.0025 50 8927 -67 2272.783343621263 2268.884645875416 100 GTEX 1 100 100 1.0 0.0025 50 8927 -68 2272.7288651893996 2269.6772711576164 100 GTEX 1 100 100 1.0 0.0025 50 8927 -69 2273.1905623440307 2267.837171199204 100 GTEX 1 100 100 1.0 0.0025 50 8927 -70 2271.8809933209604 2267.6517385040397 100 GTEX 1 100 100 1.0 0.0025 50 8927 -71 2271.8777388261115 2268.2529389704137 100 GTEX 1 100 100 1.0 0.0025 50 8927 -72 2272.209775826968 2267.5098621673005 100 GTEX 1 100 100 1.0 0.0025 50 8927 -73 2271.530708929497 2269.9375826179303 100 GTEX 1 100 100 1.0 0.0025 50 8927 -74 2271.798365864442 2267.583341997386 100 GTEX 1 100 100 1.0 0.0025 50 8927 -75 2270.928614874985 2269.1982923152327 100 GTEX 1 100 100 1.0 0.0025 50 8927 -76 2271.026592734548 2270.9439525531725 100 GTEX 1 100 100 1.0 0.0025 50 8927 -77 2270.714253062241 2267.4934119162904 100 GTEX 1 100 100 1.0 0.0025 50 8927 -78 2270.6116677865793 2269.5084483795745 100 GTEX 1 100 100 1.0 0.0025 50 8927 -79 2271.309127367599 2267.08980940322 100 GTEX 1 100 100 1.0 0.0025 50 8927 -80 2270.165472491409 2267.018766337928 100 GTEX 1 100 100 1.0 0.0025 50 8927 -81 2271.11162226971 2266.433103612167 100 GTEX 1 100 100 1.0 0.0025 50 8927 -82 2270.6763819437338 2268.561658968037 100 GTEX 1 100 100 1.0 0.0025 50 8927 -83 2270.545681220168 2268.1999270363 100 GTEX 1 100 100 1.0 0.0025 50 8927 -84 2270.6129056649083 2268.746157802103 100 GTEX 1 100 100 1.0 0.0025 50 8927 -85 2269.4141056185304 2265.551415272992 100 GTEX 1 100 100 1.0 0.0025 50 8927 -86 2269.406415279103 2265.8689057672887 100 GTEX 1 100 100 1.0 0.0025 50 8927 -87 2271.1049822223745 2267.4559711412785 100 GTEX 1 100 100 1.0 0.0025 50 8927 -88 2269.2484404605307 2266.2282854087453 100 GTEX 1 100 100 1.0 0.0025 50 8927 -89 2270.110381735156 2268.130139949204 100 GTEX 1 100 100 1.0 0.0025 50 8927 -90 2269.5793138026334 2265.8783140001187 100 GTEX 1 100 100 1.0 0.0025 50 8927 -91 2269.3095495011044 2266.1312511139495 100 GTEX 1 100 100 1.0 0.0025 50 8927 -92 2269.531614186533 2264.9468590333886 100 GTEX 1 100 100 1.0 0.0025 50 8927 -93 2270.1491111754567 2265.7870796696766 100 GTEX 1 100 100 1.0 0.0025 50 8927 -94 2269.592813203513 2267.065543867336 100 GTEX 1 100 100 1.0 0.0025 50 8927 -95 2268.7822458781575 2269.6522787696053 100 GTEX 1 100 100 1.0 0.0025 50 8927 -96 2268.4737934754444 2264.395518951996 100 GTEX 1 100 100 1.0 0.0025 50 8927 -97 2268.4428678701756 2266.4570804494415 100 GTEX 1 100 100 1.0 0.0025 50 8927 -98 2268.6300566792047 2264.8465423003804 100 GTEX 1 100 100 1.0 0.0025 50 8927 -99 2269.066134567156 2266.0048336130585 100 GTEX 1 100 100 1.0 0.0025 50 8927 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 9f9735ebe..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3093.32229278039 2976.5301109865136 100 GTEX 1 50 100 0.5 0.0025 50 1085 -1 2505.4219868451346 2519.051846000178 100 GTEX 1 50 100 0.5 0.0025 50 1085 -2 2441.7749993088655 2446.3676135857295 100 GTEX 1 50 100 0.5 0.0025 50 1085 -3 2407.0202725431513 2383.09966414419 100 GTEX 1 50 100 0.5 0.0025 50 1085 -4 2387.0829471577254 2368.594184440352 100 GTEX 1 50 100 0.5 0.0025 50 1085 -5 2372.923867246298 2349.8159857340183 100 GTEX 1 50 100 0.5 0.0025 50 1085 -6 2361.7375500144003 2340.6925851800142 100 GTEX 1 50 100 0.5 0.0025 50 1085 -7 2352.476951933567 2332.30401356048 100 GTEX 1 50 100 0.5 0.0025 50 1085 -8 2345.518572043224 2324.823775026735 100 GTEX 1 50 100 0.5 0.0025 50 1085 -9 2338.1892562290805 2323.604250831749 100 GTEX 1 50 100 0.5 0.0025 50 1085 -10 2333.3582431385835 2329.0765970324383 100 GTEX 1 50 100 0.5 0.0025 50 1085 -11 2328.055454272283 2314.196145177341 100 GTEX 1 50 100 0.5 0.0025 50 1085 -12 2324.8407430756592 2309.3690886406844 100 GTEX 1 50 100 0.5 0.0025 50 1085 -13 2322.2877641216282 2305.0975374287073 100 GTEX 1 50 100 0.5 0.0025 50 1085 -14 2317.9848071394795 2302.2598064698195 100 GTEX 1 50 100 0.5 0.0025 50 1085 -15 2314.8037180551523 2299.797030024655 100 GTEX 1 50 100 0.5 0.0025 50 1085 -16 2313.14566231197 2298.251446277923 100 GTEX 1 50 100 0.5 0.0025 50 1085 -17 2310.033979206966 2302.8845066317135 100 GTEX 1 50 100 0.5 0.0025 50 1085 -18 2308.250069654994 2296.7847719373813 100 GTEX 1 50 100 0.5 0.0025 50 1085 -19 2305.4494322021974 2294.649846646269 100 GTEX 1 50 100 0.5 0.0025 50 1085 -20 2304.1244110658654 2290.6639306826282 100 GTEX 1 50 100 0.5 0.0025 50 1085 -21 2302.36672820513 2287.474653932985 100 GTEX 1 50 100 0.5 0.0025 50 1085 -22 2300.626952686594 2287.8223807331274 100 GTEX 1 50 100 0.5 0.0025 50 1085 -23 2299.3058083496867 2284.496749123693 100 GTEX 1 50 100 0.5 0.0025 50 1085 -24 2297.909903857025 2283.8981441599335 100 GTEX 1 50 100 0.5 0.0025 50 1085 -25 2296.6948174363497 2282.0327027759627 100 GTEX 1 50 100 0.5 0.0025 50 1085 -26 2295.0402880513807 2281.808638307985 100 GTEX 1 50 100 0.5 0.0025 50 1085 -27 2294.423214846432 2284.3511948966257 100 GTEX 1 50 100 0.5 0.0025 50 1085 -28 2293.605426147242 2288.2406790265563 100 GTEX 1 50 100 0.5 0.0025 50 1085 -29 2291.9010964330455 2279.34608836591 100 GTEX 1 50 100 0.5 0.0025 50 1085 -30 2290.6956484480215 2277.1320188108957 100 GTEX 1 50 100 0.5 0.0025 50 1085 -31 2289.7821140726505 2275.927724163795 100 GTEX 1 50 100 0.5 0.0025 50 1085 -32 2288.809115943252 2275.5425825807984 100 GTEX 1 50 100 0.5 0.0025 50 1085 -33 2288.555536202648 2277.4548859686906 100 GTEX 1 50 100 0.5 0.0025 50 1085 -34 2287.346589685305 2273.2817531339115 100 GTEX 1 50 100 0.5 0.0025 50 1085 -35 2286.4989830783493 2272.4258415889376 100 GTEX 1 50 100 0.5 0.0025 50 1085 -36 2286.889967261895 2273.70923872683 100 GTEX 1 50 100 0.5 0.0025 50 1085 -37 2285.816525651193 2272.2271881683696 100 GTEX 1 50 100 0.5 0.0025 50 1085 -38 2284.725203389488 2276.967953526022 100 GTEX 1 50 100 0.5 0.0025 50 1085 -39 2284.6068396201113 2274.2895090081392 100 GTEX 1 50 100 0.5 0.0025 50 1085 -40 2285.1833324083823 2269.578533448194 100 GTEX 1 50 100 0.5 0.0025 50 1085 -41 2283.0382898479174 2271.523903502258 100 GTEX 1 50 100 0.5 0.0025 50 1085 -42 2282.6279245039923 2268.735241095829 100 GTEX 1 50 100 0.5 0.0025 50 1085 -43 2282.5433428651418 2267.767398036478 100 GTEX 1 50 100 0.5 0.0025 50 1085 -44 2282.070678311214 2267.1266384342325 100 GTEX 1 50 100 0.5 0.0025 50 1085 -45 2280.985574453323 2268.073473332046 100 GTEX 1 50 100 0.5 0.0025 50 1085 -46 2280.087515323583 2267.538046020972 100 GTEX 1 50 100 0.5 0.0025 50 1085 -47 2279.175164928378 2265.8403255332105 100 GTEX 1 50 100 0.5 0.0025 50 1085 -48 2279.8866117015436 2265.8958893402446 100 GTEX 1 50 100 0.5 0.0025 50 1085 -49 2278.948052228712 2264.6180573089946 100 GTEX 1 50 100 0.5 0.0025 50 1085 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index e946cc26c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3087.5068120314727 3176.931907044617 100 GTEX 1 50 100 0.0 0.0025 50 3220 -1 2511.429490114097 2485.3258525427755 100 GTEX 1 50 100 0.0 0.0025 50 3220 -2 2443.9328029685353 2419.2604154289447 100 GTEX 1 50 100 0.0 0.0025 50 3220 -3 2409.344237069186 2385.6818095740255 100 GTEX 1 50 100 0.0 0.0025 50 3220 -4 2390.1176719129608 2363.16089888308 100 GTEX 1 50 100 0.0 0.0025 50 3220 -5 2374.0260368098147 2349.6090361736574 100 GTEX 1 50 100 0.0 0.0025 50 3220 -6 2364.2777933999355 2355.1463999004873 100 GTEX 1 50 100 0.0 0.0025 50 3220 -7 2354.6874499701266 2333.695668035587 100 GTEX 1 50 100 0.0 0.0025 50 3220 -8 2346.110548716306 2325.5053330338046 100 GTEX 1 50 100 0.0 0.0025 50 3220 -9 2340.9438331114825 2321.7869478523053 100 GTEX 1 50 100 0.0 0.0025 50 3220 -10 2334.970352374325 2317.7742079818204 100 GTEX 1 50 100 0.0 0.0025 50 3220 -11 2330.1083927640093 2312.8319040740853 100 GTEX 1 50 100 0.0 0.0025 50 3220 -12 2326.5630121357 2309.089076981345 100 GTEX 1 50 100 0.0 0.0025 50 3220 -13 2323.52358392764 2309.2712550870365 100 GTEX 1 50 100 0.0 0.0025 50 3220 -14 2320.845085101331 2301.954911032557 100 GTEX 1 50 100 0.0 0.0025 50 3220 -15 2317.1823104579557 2298.204298360266 100 GTEX 1 50 100 0.0 0.0025 50 3220 -16 2314.6117684136757 2297.033378572065 100 GTEX 1 50 100 0.0 0.0025 50 3220 -17 2311.341493575339 2298.0435173701876 100 GTEX 1 50 100 0.0 0.0025 50 3220 -18 2309.4627329019554 2290.70513289419 100 GTEX 1 50 100 0.0 0.0025 50 3220 -19 2307.0364077189183 2286.6312975285173 100 GTEX 1 50 100 0.0 0.0025 50 3220 -20 2305.4621907999085 2287.6854902492278 100 GTEX 1 50 100 0.0 0.0025 50 3220 -21 2304.525798187949 2288.2923068782675 100 GTEX 1 50 100 0.0 0.0025 50 3220 -22 2301.7799285150472 2283.506624287072 100 GTEX 1 50 100 0.0 0.0025 50 3220 -23 2299.9099507664782 2284.3769679776615 100 GTEX 1 50 100 0.0 0.0025 50 3220 -24 2299.103196413776 2283.0476027804184 100 GTEX 1 50 100 0.0 0.0025 50 3220 -25 2297.6294875507106 2284.8339147531487 100 GTEX 1 50 100 0.0 0.0025 50 3220 -26 2296.3684716688563 2281.677612768833 100 GTEX 1 50 100 0.0 0.0025 50 3220 -27 2295.0595329964035 2278.467566428529 100 GTEX 1 50 100 0.0 0.0025 50 3220 -28 2294.7166342005453 2275.3970487761408 100 GTEX 1 50 100 0.0 0.0025 50 3220 -29 2292.702567966357 2273.644497831511 100 GTEX 1 50 100 0.0 0.0025 50 3220 -30 2291.6764945625264 2275.096626774893 100 GTEX 1 50 100 0.0 0.0025 50 3220 -31 2291.1679594918946 2274.0590968839115 100 GTEX 1 50 100 0.0 0.0025 50 3220 -32 2289.9170404379606 2276.174039775428 100 GTEX 1 50 100 0.0 0.0025 50 3220 -33 2289.5602157494454 2273.4690294156962 100 GTEX 1 50 100 0.0 0.0025 50 3220 -34 2288.356532452161 2277.728427437322 100 GTEX 1 50 100 0.0 0.0025 50 3220 -35 2288.820685377289 2270.3234594076757 100 GTEX 1 50 100 0.0 0.0025 50 3220 -36 2286.788726061995 2272.069240323491 100 GTEX 1 50 100 0.0 0.0025 50 3220 -37 2285.5426799177408 2267.541156725285 100 GTEX 1 50 100 0.0 0.0025 50 3220 -38 2285.5636602030822 2268.8425998470175 100 GTEX 1 50 100 0.0 0.0025 50 3220 -39 2284.4474740999985 2269.0362033626425 100 GTEX 1 50 100 0.0 0.0025 50 3220 -40 2284.635564916701 2267.9515097730514 100 GTEX 1 50 100 0.0 0.0025 50 3220 -41 2284.3671575078647 2267.758600619356 100 GTEX 1 50 100 0.0 0.0025 50 3220 -42 2283.362516308707 2269.362214643239 100 GTEX 1 50 100 0.0 0.0025 50 3220 -43 2282.8392109236775 2273.8341672483957 100 GTEX 1 50 100 0.0 0.0025 50 3220 -44 2282.1655322693714 2263.9181423404825 100 GTEX 1 50 100 0.0 0.0025 50 3220 -45 2281.169273807618 2264.112251774893 100 GTEX 1 50 100 0.0 0.0025 50 3220 -46 2281.0106403225514 2265.0208921251187 100 GTEX 1 50 100 0.0 0.0025 50 3220 -47 2280.5700276649727 2263.8776252079374 100 GTEX 1 50 100 0.0 0.0025 50 3220 -48 2280.37822200122 2264.1534966878567 100 GTEX 1 50 100 0.0 0.0025 50 3220 -49 2279.888270037119 2263.739844492633 100 GTEX 1 50 100 0.0 0.0025 50 3220 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index f4e602ca5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3087.322332469037 2900.0378668607414 100 GTEX 1 50 100 1.0 0.0025 50 194 -1 2505.7505533716626 2569.2699731166826 100 GTEX 1 50 100 1.0 0.0025 50 194 -2 2439.879383957926 2436.803766634981 100 GTEX 1 50 100 1.0 0.0025 50 194 -3 2406.4854515706697 2427.3825971364067 100 GTEX 1 50 100 1.0 0.0025 50 194 -4 2383.9065709390597 2426.6654066658743 100 GTEX 1 50 100 1.0 0.0025 50 194 -5 2369.961706051696 2377.7630629158743 100 GTEX 1 50 100 1.0 0.0025 50 194 -6 2358.7006195864583 2375.0517875178234 100 GTEX 1 50 100 1.0 0.0025 50 194 -7 2349.7194193945497 2364.694280240019 100 GTEX 1 50 100 1.0 0.0025 50 194 -8 2342.7029100262753 2357.0481337630704 100 GTEX 1 50 100 1.0 0.0025 50 194 -9 2336.1225891016575 2354.810305519249 100 GTEX 1 50 100 1.0 0.0025 50 194 -10 2330.835672238516 2350.883435383496 100 GTEX 1 50 100 1.0 0.0025 50 194 -11 2326.126185733791 2338.071590757189 100 GTEX 1 50 100 1.0 0.0025 50 194 -12 2322.3085301037486 2339.348777625951 100 GTEX 1 50 100 1.0 0.0025 50 194 -13 2318.7377045396593 2332.9371351814993 100 GTEX 1 50 100 1.0 0.0025 50 194 -14 2315.738658795025 2330.7832755317254 100 GTEX 1 50 100 1.0 0.0025 50 194 -15 2312.74195519634 2330.611275212393 100 GTEX 1 50 100 1.0 0.0025 50 194 -16 2310.661234600083 2322.3307390684413 100 GTEX 1 50 100 1.0 0.0025 50 194 -17 2307.7128159670187 2320.8956451996196 100 GTEX 1 50 100 1.0 0.0025 50 194 -18 2304.696871626852 2321.030570490732 100 GTEX 1 50 100 1.0 0.0025 50 194 -19 2303.5023114059445 2317.2787436133553 100 GTEX 1 50 100 1.0 0.0025 50 194 -20 2301.573585304751 2318.5960530908387 100 GTEX 1 50 100 1.0 0.0025 50 194 -21 2299.2141050099194 2313.9939716759745 100 GTEX 1 50 100 1.0 0.0025 50 194 -22 2298.2829885381043 2312.0650360919676 100 GTEX 1 50 100 1.0 0.0025 50 194 -23 2296.0361336119463 2310.551379069629 100 GTEX 1 50 100 1.0 0.0025 50 194 -24 2294.8822375432837 2308.239777655656 100 GTEX 1 50 100 1.0 0.0025 50 194 -25 2293.7935864642063 2307.855221824501 100 GTEX 1 50 100 1.0 0.0025 50 194 -26 2292.4838219378003 2307.026522212155 100 GTEX 1 50 100 1.0 0.0025 50 194 -27 2291.108885764572 2305.038534302222 100 GTEX 1 50 100 1.0 0.0025 50 194 -28 2290.251493546456 2303.4489486172174 100 GTEX 1 50 100 1.0 0.0025 50 194 -29 2289.2803522216564 2303.6506468334123 100 GTEX 1 50 100 1.0 0.0025 50 194 -30 2288.8407534168855 2304.3359764882366 100 GTEX 1 50 100 1.0 0.0025 50 194 -31 2287.3070930085264 2300.5359165206155 100 GTEX 1 50 100 1.0 0.0025 50 194 -32 2286.1266618944014 2301.103722633971 100 GTEX 1 50 100 1.0 0.0025 50 194 -33 2285.533182236238 2298.6731876039685 100 GTEX 1 50 100 1.0 0.0025 50 194 -34 2284.8735743033367 2300.058829536003 100 GTEX 1 50 100 1.0 0.0025 50 194 -35 2283.737221055088 2298.2361563911004 100 GTEX 1 50 100 1.0 0.0025 50 194 -36 2283.686591313081 2299.1114228107176 100 GTEX 1 50 100 1.0 0.0025 50 194 -37 2282.453589684686 2300.050744118346 100 GTEX 1 50 100 1.0 0.0025 50 194 -38 2281.960141406085 2296.1701483780894 100 GTEX 1 50 100 1.0 0.0025 50 194 -39 2281.3055420308706 2298.1321302058577 100 GTEX 1 50 100 1.0 0.0025 50 194 -40 2280.3449770986963 2296.1891607132247 100 GTEX 1 50 100 1.0 0.0025 50 194 -41 2280.6567934688424 2297.6482778338877 100 GTEX 1 50 100 1.0 0.0025 50 194 -42 2279.8087159105726 2292.66680652923 100 GTEX 1 50 100 1.0 0.0025 50 194 -43 2278.6764049213716 2292.6945494445104 100 GTEX 1 50 100 1.0 0.0025 50 194 -44 2278.293754347957 2292.2810318515326 100 GTEX 1 50 100 1.0 0.0025 50 194 -45 2277.8418840920267 2291.2882233246196 100 GTEX 1 50 100 1.0 0.0025 50 194 -46 2277.876607454678 2291.9276823906844 100 GTEX 1 50 100 1.0 0.0025 50 194 -47 2277.578001266323 2293.302980372208 100 GTEX 1 50 100 1.0 0.0025 50 194 -48 2276.5976746630568 2294.2514908359076 100 GTEX 1 50 100 1.0 0.0025 50 194 -49 2275.9183758487543 2292.150312648527 100 GTEX 1 50 100 1.0 0.0025 50 194 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 3be091f8b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3296.5443160235473 4350.00207658775 150 GTEX 1 100 100 0.5 0.0025 50 1378 -1 2556.5796605044993 2691.4328102721006 150 GTEX 1 100 100 0.5 0.0025 50 1378 -2 2475.8427679445294 2582.897817865524 150 GTEX 1 100 100 0.5 0.0025 50 1378 -3 2437.755042779152 2444.083562002436 150 GTEX 1 100 100 0.5 0.0025 50 1378 -4 2411.035955129083 2422.338751615227 150 GTEX 1 100 100 0.5 0.0025 50 1378 -5 2393.0174684976846 2400.80948444555 150 GTEX 1 100 100 0.5 0.0025 50 1378 -6 2382.0201514141227 2398.014155978939 150 GTEX 1 100 100 0.5 0.0025 50 1378 -7 2372.247029540732 2392.6003594344106 150 GTEX 1 100 100 0.5 0.0025 50 1378 -8 2363.268350751294 2369.3911624806915 150 GTEX 1 100 100 0.5 0.0025 50 1378 -9 2358.0589044509875 2362.507337214829 150 GTEX 1 100 100 0.5 0.0025 50 1378 -10 2350.4624332384865 2355.590379374109 150 GTEX 1 100 100 0.5 0.0025 50 1378 -11 2344.770054655316 2357.189860180757 150 GTEX 1 100 100 0.5 0.0025 50 1378 -12 2340.5199289874945 2347.5136839427873 150 GTEX 1 100 100 0.5 0.0025 50 1378 -13 2336.590408236547 2340.335321578689 150 GTEX 1 100 100 0.5 0.0025 50 1378 -14 2332.907141950121 2340.3151878676035 150 GTEX 1 100 100 0.5 0.0025 50 1378 -15 2328.090775079305 2340.7830982280775 150 GTEX 1 100 100 0.5 0.0025 50 1378 -16 2325.9487301850754 2338.4282518974273 150 GTEX 1 100 100 0.5 0.0025 50 1378 -17 2323.2626879111735 2335.522306841136 150 GTEX 1 100 100 0.5 0.0025 50 1378 -18 2320.485578708441 2326.3107784836916 150 GTEX 1 100 100 0.5 0.0025 50 1378 -19 2317.8786689949297 2327.080577545746 150 GTEX 1 100 100 0.5 0.0025 50 1378 -20 2315.121747413507 2325.252439549667 150 GTEX 1 100 100 0.5 0.0025 50 1378 -21 2313.431316849195 2323.279845031042 150 GTEX 1 100 100 0.5 0.0025 50 1378 -22 2310.464739925118 2321.1220025472317 150 GTEX 1 100 100 0.5 0.0025 50 1378 -23 2309.5108005986667 2322.2499689022397 150 GTEX 1 100 100 0.5 0.0025 50 1378 -24 2307.773432032818 2317.8078121286835 150 GTEX 1 100 100 0.5 0.0025 50 1378 -25 2306.0133932808126 2316.903900030448 150 GTEX 1 100 100 0.5 0.0025 50 1378 -26 2304.3631793592626 2313.923522253 150 GTEX 1 100 100 0.5 0.0025 50 1378 -27 2302.8252205853228 2313.646108881149 150 GTEX 1 100 100 0.5 0.0025 50 1378 -28 2301.9933427258834 2311.9773380874226 150 GTEX 1 100 100 0.5 0.0025 50 1378 -29 2299.7813427615747 2311.8502953823076 150 GTEX 1 100 100 0.5 0.0025 50 1378 -30 2299.5441163940363 2312.089472897606 150 GTEX 1 100 100 0.5 0.0025 50 1378 -31 2298.3408030341416 2315.6446834897815 150 GTEX 1 100 100 0.5 0.0025 50 1378 -32 2297.0679781937833 2309.1891384342325 150 GTEX 1 100 100 0.5 0.0025 50 1378 -33 2295.3015250188564 2307.0996330464295 150 GTEX 1 100 100 0.5 0.0025 50 1378 -34 2294.649088765168 2305.290110076788 150 GTEX 1 100 100 0.5 0.0025 50 1378 -35 2293.4752007332627 2304.9628154334005 150 GTEX 1 100 100 0.5 0.0025 50 1378 -36 2292.6250203214126 2300.5392773994477 150 GTEX 1 100 100 0.5 0.0025 50 1378 -37 2291.9715686933887 2304.2029147420094 150 GTEX 1 100 100 0.5 0.0025 50 1378 -38 2290.6955265711235 2302.4400848272635 150 GTEX 1 100 100 0.5 0.0025 50 1378 -39 2289.899403566542 2301.829962552727 150 GTEX 1 100 100 0.5 0.0025 50 1378 -40 2289.4441458755578 2301.950297888694 150 GTEX 1 100 100 0.5 0.0025 50 1378 -41 2288.801477877306 2299.670735522368 150 GTEX 1 100 100 0.5 0.0025 50 1378 -42 2287.9534529535576 2299.2828907549606 150 GTEX 1 100 100 0.5 0.0025 50 1378 -43 2287.704731938906 2297.149407100315 150 GTEX 1 100 100 0.5 0.0025 50 1378 -44 2286.78355176101 2302.960771335848 150 GTEX 1 100 100 0.5 0.0025 50 1378 -45 2286.9014698261067 2296.4973167738535 150 GTEX 1 100 100 0.5 0.0025 50 1378 -46 2285.6230792912634 2296.53168351206 150 GTEX 1 100 100 0.5 0.0025 50 1378 -47 2284.7208993762047 2296.387576955353 150 GTEX 1 100 100 0.5 0.0025 50 1378 -48 2284.5300780115303 2296.9858908997744 150 GTEX 1 100 100 0.5 0.0025 50 1378 -49 2283.8884489325997 2305.7942697503267 150 GTEX 1 100 100 0.5 0.0025 50 1378 -50 2283.598143499706 2295.654071300202 150 GTEX 1 100 100 0.5 0.0025 50 1378 -51 2282.571214327153 2293.617310034458 150 GTEX 1 100 100 0.5 0.0025 50 1378 -52 2282.6083780387216 2295.0405783997744 150 GTEX 1 100 100 0.5 0.0025 50 1378 -53 2282.4624127365537 2293.2285871034337 150 GTEX 1 100 100 0.5 0.0025 50 1378 -54 2280.8885436798964 2291.5557355409337 150 GTEX 1 100 100 0.5 0.0025 50 1378 -55 2279.981465814433 2291.0830941435956 150 GTEX 1 100 100 0.5 0.0025 50 1378 -56 2279.9755508908 2290.576537621792 150 GTEX 1 100 100 0.5 0.0025 50 1378 -57 2279.375369576349 2294.93194324798 150 GTEX 1 100 100 0.5 0.0025 50 1378 -58 2279.006562810495 2291.444275134417 150 GTEX 1 100 100 0.5 0.0025 50 1378 -59 2279.187805594846 2291.0617313747625 150 GTEX 1 100 100 0.5 0.0025 50 1378 -60 2278.57599040066 2289.7590893647516 150 GTEX 1 100 100 0.5 0.0025 50 1378 -61 2277.379353811059 2292.6597988578305 150 GTEX 1 100 100 0.5 0.0025 50 1378 -62 2278.0941955753374 2292.263292203838 150 GTEX 1 100 100 0.5 0.0025 50 1378 -63 2278.0044322341755 2289.575689627644 150 GTEX 1 100 100 0.5 0.0025 50 1378 -64 2276.705875869385 2289.4314670345175 150 GTEX 1 100 100 0.5 0.0025 50 1378 -65 2276.2897218627863 2287.938223603107 150 GTEX 1 100 100 0.5 0.0025 50 1378 -66 2276.466333608687 2291.866227182599 150 GTEX 1 100 100 0.5 0.0025 50 1378 -67 2276.5594747399687 2287.4319228255704 150 GTEX 1 100 100 0.5 0.0025 50 1378 -68 2275.779810583804 2287.358931276735 150 GTEX 1 100 100 0.5 0.0025 50 1378 -69 2274.8708487067743 2290.9559154437975 150 GTEX 1 100 100 0.5 0.0025 50 1378 -70 2275.4444740096355 2286.816684737405 150 GTEX 1 100 100 0.5 0.0025 50 1378 -71 2275.2994880551355 2285.9032975693617 150 GTEX 1 100 100 0.5 0.0025 50 1378 -72 2273.873700100101 2287.745870960076 150 GTEX 1 100 100 0.5 0.0025 50 1378 -73 2274.6493659409825 2288.647073840007 150 GTEX 1 100 100 0.5 0.0025 50 1378 -74 2274.297352707926 2284.363390788379 150 GTEX 1 100 100 0.5 0.0025 50 1378 -75 2274.582137602164 2287.5027305690055 150 GTEX 1 100 100 0.5 0.0025 50 1378 -76 2275.637826163829 2286.5991962853495 150 GTEX 1 100 100 0.5 0.0025 50 1378 -77 2273.14780315215 2283.644825982504 150 GTEX 1 100 100 0.5 0.0025 50 1378 -78 2272.3352775956528 2287.3711285609256 150 GTEX 1 100 100 0.5 0.0025 50 1378 -79 2272.295052829483 2285.34593705442 150 GTEX 1 100 100 0.5 0.0025 50 1378 -80 2272.270266792295 2289.317001748901 150 GTEX 1 100 100 0.5 0.0025 50 1378 -81 2272.6360962133267 2285.581013378535 150 GTEX 1 100 100 0.5 0.0025 50 1378 -82 2271.9983301885004 2282.591474757902 150 GTEX 1 100 100 0.5 0.0025 50 1378 -83 2271.7799896598053 2283.0441244727303 150 GTEX 1 100 100 0.5 0.0025 50 1378 -84 2271.090983786401 2286.1922950889675 150 GTEX 1 100 100 0.5 0.0025 50 1378 -85 2271.3995732297058 2284.6717144055965 150 GTEX 1 100 100 0.5 0.0025 50 1378 -86 2271.3198065535626 2283.2964048204312 150 GTEX 1 100 100 0.5 0.0025 50 1378 -87 2270.5235597121496 2284.3184846943323 150 GTEX 1 100 100 0.5 0.0025 50 1378 -88 2270.272089065966 2286.5954107132247 150 GTEX 1 100 100 0.5 0.0025 50 1378 -89 2270.620626770129 2286.20960679435 150 GTEX 1 100 100 0.5 0.0025 50 1378 -90 2270.983202702067 2281.9653598799905 150 GTEX 1 100 100 0.5 0.0025 50 1378 -91 2270.6787708444053 2279.9609625638664 150 GTEX 1 100 100 0.5 0.0025 50 1378 -92 2270.2560951601204 2282.220688736484 150 GTEX 1 100 100 0.5 0.0025 50 1378 -93 2269.7237299323474 2281.8204160044857 150 GTEX 1 100 100 0.5 0.0025 50 1378 -94 2269.356344736981 2283.1038191762714 150 GTEX 1 100 100 0.5 0.0025 50 1378 -95 2269.858841614498 2282.4955845821946 150 GTEX 1 100 100 0.5 0.0025 50 1378 -96 2269.107538155773 2286.940929108246 150 GTEX 1 100 100 0.5 0.0025 50 1378 -97 2269.8546609222744 2282.259127424697 150 GTEX 1 100 100 0.5 0.0025 50 1378 -98 2268.8461982918047 2283.5019150650546 150 GTEX 1 100 100 0.5 0.0025 50 1378 -99 2269.800402570277 2289.715740479444 150 GTEX 1 100 100 0.5 0.0025 50 1378 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index f4bdad942..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3301.538032993515 3569.4824241957285 150 GTEX 1 100 100 0.0 0.0025 50 318 -1 2553.93454645805 2754.638516850345 150 GTEX 1 100 100 0.0 0.0025 50 318 -2 2476.664015538969 2615.53519059678 150 GTEX 1 100 100 0.0 0.0025 50 318 -3 2437.962154721665 2475.1816341269605 150 GTEX 1 100 100 0.0 0.0025 50 318 -4 2410.973177411708 2453.5340733981407 150 GTEX 1 100 100 0.0 0.0025 50 318 -5 2394.8602788386634 2420.122036894011 150 GTEX 1 100 100 0.0 0.0025 50 318 -6 2382.929458265183 2419.309903569095 150 GTEX 1 100 100 0.0 0.0025 50 318 -7 2372.685203035668 2398.3175076676866 150 GTEX 1 100 100 0.0 0.0025 50 318 -8 2364.2280444157996 2389.8175169506 150 GTEX 1 100 100 0.0 0.0025 50 318 -9 2355.7496061307947 2373.621109995099 150 GTEX 1 100 100 0.0 0.0025 50 318 -10 2349.0989033606456 2372.6430631572302 150 GTEX 1 100 100 0.0 0.0025 50 318 -11 2344.2905000852056 2375.1072603523053 150 GTEX 1 100 100 0.0 0.0025 50 318 -12 2339.6890483472193 2366.1107808972492 150 GTEX 1 100 100 0.0 0.0025 50 318 -13 2334.6647683080455 2364.145400594849 150 GTEX 1 100 100 0.0 0.0025 50 318 -14 2332.221138668574 2361.673812808193 150 GTEX 1 100 100 0.0 0.0025 50 318 -15 2327.9394221786865 2352.917169491148 150 GTEX 1 100 100 0.0 0.0025 50 318 -16 2324.810643556441 2348.538497170568 150 GTEX 1 100 100 0.0 0.0025 50 318 -17 2322.258974224609 2347.0749121836384 150 GTEX 1 100 100 0.0 0.0025 50 318 -18 2320.2517227554845 2349.7230628416114 150 GTEX 1 100 100 0.0 0.0025 50 318 -19 2317.1802321551177 2351.2408758243228 150 GTEX 1 100 100 0.0 0.0025 50 318 -20 2315.110420082796 2337.2776459088345 150 GTEX 1 100 100 0.0 0.0025 50 318 -21 2312.096094209037 2337.9357432086204 150 GTEX 1 100 100 0.0 0.0025 50 318 -22 2310.810329193473 2336.948734646061 150 GTEX 1 100 100 0.0 0.0025 50 318 -23 2308.967965407798 2335.38360665325 150 GTEX 1 100 100 0.0 0.0025 50 318 -24 2306.77801497554 2332.253746119742 150 GTEX 1 100 100 0.0 0.0025 50 318 -25 2304.74112836242 2330.72207885278 150 GTEX 1 100 100 0.0 0.0025 50 318 -26 2303.8593442857837 2330.471398415221 150 GTEX 1 100 100 0.0 0.0025 50 318 -27 2300.9779436597605 2329.520647520348 150 GTEX 1 100 100 0.0 0.0025 50 318 -28 2300.179128996407 2329.4943323171638 150 GTEX 1 100 100 0.0 0.0025 50 318 -29 2298.873153046644 2331.231488013902 150 GTEX 1 100 100 0.0 0.0025 50 318 -30 2298.461359762448 2324.693432245871 150 GTEX 1 100 100 0.0 0.0025 50 318 -31 2296.9498043316175 2326.1490320706093 150 GTEX 1 100 100 0.0 0.0025 50 318 -32 2296.0787834343973 2326.397720394932 150 GTEX 1 100 100 0.0 0.0025 50 318 -33 2294.455550700996 2320.392498291944 150 GTEX 1 100 100 0.0 0.0025 50 318 -34 2294.4855109360146 2323.172640840364 150 GTEX 1 100 100 0.0 0.0025 50 318 -35 2292.729682765214 2318.6770144850584 150 GTEX 1 100 100 0.0 0.0025 50 318 -36 2291.81225980503 2319.214008751931 150 GTEX 1 100 100 0.0 0.0025 50 318 -37 2291.4122661438664 2315.845897602038 150 GTEX 1 100 100 0.0 0.0025 50 318 -38 2290.4376507343354 2315.004724538825 150 GTEX 1 100 100 0.0 0.0025 50 318 -39 2288.7625262166853 2318.604096735385 150 GTEX 1 100 100 0.0 0.0025 50 318 -40 2288.128027529428 2313.613880926212 150 GTEX 1 100 100 0.0 0.0025 50 318 -41 2287.5981783400975 2314.652611097909 150 GTEX 1 100 100 0.0 0.0025 50 318 -42 2286.970750266551 2318.0516055727185 150 GTEX 1 100 100 0.0 0.0025 50 318 -43 2285.9202898782446 2312.9736007864485 150 GTEX 1 100 100 0.0 0.0025 50 318 -44 2286.078697945206 2318.253019731761 150 GTEX 1 100 100 0.0 0.0025 50 318 -45 2284.969397500033 2312.2852467584066 150 GTEX 1 100 100 0.0 0.0025 50 318 -46 2283.9457880674727 2310.1936647828543 150 GTEX 1 100 100 0.0 0.0025 50 318 -47 2283.908354710359 2309.9049541052755 150 GTEX 1 100 100 0.0 0.0025 50 318 -48 2282.9891648188277 2310.80083277017 150 GTEX 1 100 100 0.0 0.0025 50 318 -49 2282.724174527718 2307.9511598072127 150 GTEX 1 100 100 0.0 0.0025 50 318 -50 2282.340881766721 2313.4326863452056 150 GTEX 1 100 100 0.0 0.0025 50 318 -51 2281.206758174572 2308.7023921139794 150 GTEX 1 100 100 0.0 0.0025 50 318 -52 2280.9573868747193 2308.515419383466 150 GTEX 1 100 100 0.0 0.0025 50 318 -53 2280.3431522719548 2307.338097633971 150 GTEX 1 100 100 0.0 0.0025 50 318 -54 2280.2236838739173 2307.94221757664 150 GTEX 1 100 100 0.0 0.0025 50 318 -55 2279.010544621077 2307.6852493576225 150 GTEX 1 100 100 0.0 0.0025 50 318 -56 2280.6939137008408 2306.416964802905 150 GTEX 1 100 100 0.0 0.0025 50 318 -57 2279.393367462303 2309.6074729310244 150 GTEX 1 100 100 0.0 0.0025 50 318 -58 2278.3204806158483 2306.0180060673124 150 GTEX 1 100 100 0.0 0.0025 50 318 -59 2277.758519932727 2305.722938914716 150 GTEX 1 100 100 0.0 0.0025 50 318 -60 2277.1406489576043 2303.5223713573846 150 GTEX 1 100 100 0.0 0.0025 50 318 -61 2276.8786237488407 2305.73151400606 150 GTEX 1 100 100 0.0 0.0025 50 318 -62 2276.8323507448986 2305.494014841522 150 GTEX 1 100 100 0.0 0.0025 50 318 -63 2275.9432615072838 2302.9961615152683 150 GTEX 1 100 100 0.0 0.0025 50 318 -64 2275.549673475131 2303.333267269932 150 GTEX 1 100 100 0.0 0.0025 50 318 -65 2275.0403790851196 2303.3244823847435 150 GTEX 1 100 100 0.0 0.0025 50 318 -66 2275.201044195668 2302.421402963849 150 GTEX 1 100 100 0.0 0.0025 50 318 -67 2275.109079127454 2303.56007576714 150 GTEX 1 100 100 0.0 0.0025 50 318 -68 2275.2195039553517 2302.2499378044795 150 GTEX 1 100 100 0.0 0.0025 50 318 -69 2273.828399313281 2303.4122152002137 150 GTEX 1 100 100 0.0 0.0025 50 318 -70 2274.354553203315 2305.1725633280357 150 GTEX 1 100 100 0.0 0.0025 50 318 -71 2274.0909289856377 2300.1148366021566 150 GTEX 1 100 100 0.0 0.0025 50 318 -72 2274.4166570647135 2307.9614364566005 150 GTEX 1 100 100 0.0 0.0025 50 318 -73 2273.038845463188 2308.8946960217145 150 GTEX 1 100 100 0.0 0.0025 50 318 -74 2273.3017963406605 2301.395317512773 150 GTEX 1 100 100 0.0 0.0025 50 318 -75 2272.7603762989197 2300.8731800848086 150 GTEX 1 100 100 0.0 0.0025 50 318 -76 2272.5045735814624 2298.0128043867335 150 GTEX 1 100 100 0.0 0.0025 50 318 -77 2271.8150161158087 2299.804449393269 150 GTEX 1 100 100 0.0 0.0025 50 318 -78 2271.253692746225 2300.424599070966 150 GTEX 1 100 100 0.0 0.0025 50 318 -79 2271.647646512227 2302.3039931380704 150 GTEX 1 100 100 0.0 0.0025 50 318 -80 2271.364290486649 2297.1492720339234 150 GTEX 1 100 100 0.0 0.0025 50 318 -81 2270.8068090761 2304.2281679798893 150 GTEX 1 100 100 0.0 0.0025 50 318 -82 2271.1227663982454 2301.872769315886 150 GTEX 1 100 100 0.0 0.0025 50 318 -83 2270.531728533161 2300.7452137298005 150 GTEX 1 100 100 0.0 0.0025 50 318 -84 2271.0839594632175 2298.1737891367634 150 GTEX 1 100 100 0.0 0.0025 50 318 -85 2270.0644028759234 2299.2599786678647 150 GTEX 1 100 100 0.0 0.0025 50 318 -86 2269.658898462876 2296.1366769768892 150 GTEX 1 100 100 0.0 0.0025 50 318 -87 2269.736600014153 2298.8519226770436 150 GTEX 1 100 100 0.0 0.0025 50 318 -88 2269.539301431329 2299.674434763397 150 GTEX 1 100 100 0.0 0.0025 50 318 -89 2269.5711076655257 2302.5343328555728 150 GTEX 1 100 100 0.0 0.0025 50 318 -90 2268.829288968217 2299.8182981077707 150 GTEX 1 100 100 0.0 0.0025 50 318 -91 2269.755275366487 2295.0256848933577 150 GTEX 1 100 100 0.0 0.0025 50 318 -92 2268.029411298994 2295.0937318983188 150 GTEX 1 100 100 0.0 0.0025 50 318 -93 2268.100114625145 2295.710082543667 150 GTEX 1 100 100 0.0 0.0025 50 318 -94 2269.315623514577 2303.2719406301985 150 GTEX 1 100 100 0.0 0.0025 50 318 -95 2268.7587815838074 2297.366048022368 150 GTEX 1 100 100 0.0 0.0025 50 318 -96 2267.6843109823926 2295.889525903042 150 GTEX 1 100 100 0.0 0.0025 50 318 -97 2268.2433043911374 2296.0927766865198 150 GTEX 1 100 100 0.0 0.0025 50 318 -98 2269.0533606123367 2302.668109850285 150 GTEX 1 100 100 0.0 0.0025 50 318 -99 2268.41110712706 2294.2394768892586 150 GTEX 1 100 100 0.0 0.0025 50 318 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index a71900887..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3321.6528480717557 4723.839429732058 150 GTEX 1 100 100 1.0 0.0025 50 3422 -1 2555.210967853176 2919.903133725939 150 GTEX 1 100 100 1.0 0.0025 50 3422 -2 2481.2926123774114 2536.6584194168845 150 GTEX 1 100 100 1.0 0.0025 50 3422 -3 2438.6487347135526 2492.916802351919 150 GTEX 1 100 100 1.0 0.0025 50 3422 -4 2413.294187544769 2425.2222714732357 150 GTEX 1 100 100 1.0 0.0025 50 3422 -5 2396.534292873642 2410.4044031643593 150 GTEX 1 100 100 1.0 0.0025 50 3422 -6 2383.046265099738 2393.0666095458055 150 GTEX 1 100 100 1.0 0.0025 50 3422 -7 2371.1161030895973 2386.469172372564 150 GTEX 1 100 100 1.0 0.0025 50 3422 -8 2362.478050063502 2398.6105669260933 150 GTEX 1 100 100 1.0 0.0025 50 3422 -9 2357.058678800785 2362.66204068144 150 GTEX 1 100 100 1.0 0.0025 50 3422 -10 2351.7743916006343 2354.28102999495 150 GTEX 1 100 100 1.0 0.0025 50 3422 -11 2344.8191705036656 2354.666541037904 150 GTEX 1 100 100 1.0 0.0025 50 3422 -12 2341.293913489374 2351.1861428380466 150 GTEX 1 100 100 1.0 0.0025 50 3422 -13 2336.2803241636657 2350.8232811757366 150 GTEX 1 100 100 1.0 0.0025 50 3422 -14 2334.1705980777388 2343.305009617098 150 GTEX 1 100 100 1.0 0.0025 50 3422 -15 2329.5416965470517 2339.002050131446 150 GTEX 1 100 100 1.0 0.0025 50 3422 -16 2325.7564911439904 2342.628793462601 150 GTEX 1 100 100 1.0 0.0025 50 3422 -17 2323.0012363310134 2331.5355470606582 150 GTEX 1 100 100 1.0 0.0025 50 3422 -18 2321.069963889778 2331.8860870477365 150 GTEX 1 100 100 1.0 0.0025 50 3422 -19 2318.0679418060763 2327.8466861855395 150 GTEX 1 100 100 1.0 0.0025 50 3422 -20 2315.0358149680715 2325.9583225032675 150 GTEX 1 100 100 1.0 0.0025 50 3422 -21 2313.969602777246 2323.0213650895616 150 GTEX 1 100 100 1.0 0.0025 50 3422 -22 2311.327579416493 2325.7731423033506 150 GTEX 1 100 100 1.0 0.0025 50 3422 -23 2310.172746654497 2319.723287488118 150 GTEX 1 100 100 1.0 0.0025 50 3422 -24 2308.3925996068992 2319.963044721364 150 GTEX 1 100 100 1.0 0.0025 50 3422 -25 2306.3017310439386 2316.3448133577413 150 GTEX 1 100 100 1.0 0.0025 50 3422 -26 2305.689031120438 2315.923450310421 150 GTEX 1 100 100 1.0 0.0025 50 3422 -27 2303.9390843996744 2314.0467348280063 150 GTEX 1 100 100 1.0 0.0025 50 3422 -28 2301.4071447095007 2315.1875134602246 150 GTEX 1 100 100 1.0 0.0025 50 3422 -29 2301.5685738587413 2314.1982389384802 150 GTEX 1 100 100 1.0 0.0025 50 3422 -30 2300.212369695389 2309.051138178024 150 GTEX 1 100 100 1.0 0.0025 50 3422 -31 2298.6515118873044 2308.4774513389675 150 GTEX 1 100 100 1.0 0.0025 50 3422 -32 2296.853641628073 2306.818364480602 150 GTEX 1 100 100 1.0 0.0025 50 3422 -33 2295.581333616939 2306.629647490643 150 GTEX 1 100 100 1.0 0.0025 50 3422 -34 2294.945300740401 2306.673205241504 150 GTEX 1 100 100 1.0 0.0025 50 3422 -35 2293.52259269143 2307.7126915065055 150 GTEX 1 100 100 1.0 0.0025 50 3422 -36 2293.02662004467 2307.48800972478 150 GTEX 1 100 100 1.0 0.0025 50 3422 -37 2292.7593998911516 2305.4977651385752 150 GTEX 1 100 100 1.0 0.0025 50 3422 -38 2291.5927739790604 2303.396461167716 150 GTEX 1 100 100 1.0 0.0025 50 3422 -39 2291.3245134878475 2304.265814371435 150 GTEX 1 100 100 1.0 0.0025 50 3422 -40 2290.2994457618406 2302.470763928083 150 GTEX 1 100 100 1.0 0.0025 50 3422 -41 2289.896644883213 2300.0980266382485 150 GTEX 1 100 100 1.0 0.0025 50 3422 -42 2287.6832183196398 2298.913704179539 150 GTEX 1 100 100 1.0 0.0025 50 3422 -43 2287.0776595158677 2305.12907148586 150 GTEX 1 100 100 1.0 0.0025 50 3422 -44 2286.829623497866 2297.8569238466907 150 GTEX 1 100 100 1.0 0.0025 50 3422 -45 2286.167567170005 2299.1651732006 150 GTEX 1 100 100 1.0 0.0025 50 3422 -46 2285.904705959476 2298.0359921763607 150 GTEX 1 100 100 1.0 0.0025 50 3422 -47 2284.854744657841 2296.6095597299786 150 GTEX 1 100 100 1.0 0.0025 50 3422 -48 2284.756849553878 2299.5524554234494 150 GTEX 1 100 100 1.0 0.0025 50 3422 -49 2283.829119949768 2294.6491583182333 150 GTEX 1 100 100 1.0 0.0025 50 3422 -50 2283.093924666151 2298.630331177222 150 GTEX 1 100 100 1.0 0.0025 50 3422 -51 2282.5487693270043 2297.4500718497507 150 GTEX 1 100 100 1.0 0.0025 50 3422 -52 2282.338778577889 2293.7927153264613 150 GTEX 1 100 100 1.0 0.0025 50 3422 -53 2281.617888253481 2293.6420703496315 150 GTEX 1 100 100 1.0 0.0025 50 3422 -54 2280.599455649188 2292.221741418875 150 GTEX 1 100 100 1.0 0.0025 50 3422 -55 2280.454356018563 2294.211368227186 150 GTEX 1 100 100 1.0 0.0025 50 3422 -56 2280.538523312064 2291.7054642942016 150 GTEX 1 100 100 1.0 0.0025 50 3422 -57 2279.6816553502877 2297.620282887506 150 GTEX 1 100 100 1.0 0.0025 50 3422 -58 2279.8534121611583 2294.149292456333 150 GTEX 1 100 100 1.0 0.0025 50 3422 -59 2279.6431143214586 2293.157117024121 150 GTEX 1 100 100 1.0 0.0025 50 3422 -60 2278.656453420434 2290.9674926293665 150 GTEX 1 100 100 1.0 0.0025 50 3422 -61 2277.8953800300137 2293.6138428662666 150 GTEX 1 100 100 1.0 0.0025 50 3422 -62 2277.3528526518103 2293.060018677222 150 GTEX 1 100 100 1.0 0.0025 50 3422 -63 2277.6212757659005 2289.1912767533568 150 GTEX 1 100 100 1.0 0.0025 50 3422 -64 2277.4327419011433 2289.5580404883553 150 GTEX 1 100 100 1.0 0.0025 50 3422 -65 2277.95822067156 2288.3749164537785 150 GTEX 1 100 100 1.0 0.0025 50 3422 -66 2277.3331053707534 2287.5249459734437 150 GTEX 1 100 100 1.0 0.0025 50 3422 -67 2275.522004788839 2290.443958122921 150 GTEX 1 100 100 1.0 0.0025 50 3422 -68 2275.8472913671753 2287.3960076973917 150 GTEX 1 100 100 1.0 0.0025 50 3422 -69 2275.413767891095 2289.66536210789 150 GTEX 1 100 100 1.0 0.0025 50 3422 -70 2275.7094936739545 2289.1751871435363 150 GTEX 1 100 100 1.0 0.0025 50 3422 -71 2274.7857592389187 2288.745269891427 150 GTEX 1 100 100 1.0 0.0025 50 3422 -72 2274.627469593184 2288.384498277091 150 GTEX 1 100 100 1.0 0.0025 50 3422 -73 2274.8416694277657 2293.7203958605633 150 GTEX 1 100 100 1.0 0.0025 50 3422 -74 2274.7035741341633 2289.8646402685363 150 GTEX 1 100 100 1.0 0.0025 50 3422 -75 2274.2707854525092 2285.046295282052 150 GTEX 1 100 100 1.0 0.0025 50 3422 -76 2273.4962281085777 2285.3413819287666 150 GTEX 1 100 100 1.0 0.0025 50 3422 -77 2273.3426628560064 2287.7614295872445 150 GTEX 1 100 100 1.0 0.0025 50 3422 -78 2273.218804207626 2291.780539857117 150 GTEX 1 100 100 1.0 0.0025 50 3422 -79 2273.781032963188 2285.6666088031725 150 GTEX 1 100 100 1.0 0.0025 50 3422 -80 2272.5320061215934 2283.6715807316423 150 GTEX 1 100 100 1.0 0.0025 50 3422 -81 2271.8972605601202 2286.8867549533625 150 GTEX 1 100 100 1.0 0.0025 50 3422 -82 2273.283499745415 2288.0375855884627 150 GTEX 1 100 100 1.0 0.0025 50 3422 -83 2271.905143230886 2287.8272876812025 150 GTEX 1 100 100 1.0 0.0025 50 3422 -84 2273.9003330132796 2284.489904831571 150 GTEX 1 100 100 1.0 0.0025 50 3422 -85 2271.85080980829 2283.843057494653 150 GTEX 1 100 100 1.0 0.0025 50 3422 -86 2271.6526870993484 2285.2964433445222 150 GTEX 1 100 100 1.0 0.0025 50 3422 -87 2270.735898177551 2284.1726607986275 150 GTEX 1 100 100 1.0 0.0025 50 3422 -88 2270.590967952204 2289.7371626589234 150 GTEX 1 100 100 1.0 0.0025 50 3422 -89 2270.6054539473466 2282.4047726243166 150 GTEX 1 100 100 1.0 0.0025 50 3422 -90 2270.8724584308484 2283.507314007545 150 GTEX 1 100 100 1.0 0.0025 50 3422 -91 2270.0228109403056 2281.0422502524953 150 GTEX 1 100 100 1.0 0.0025 50 3422 -92 2269.8586325463616 2282.4525842702888 150 GTEX 1 100 100 1.0 0.0025 50 3422 -93 2270.3254563188657 2282.877225578511 150 GTEX 1 100 100 1.0 0.0025 50 3422 -94 2269.7589460376753 2284.8147209370545 150 GTEX 1 100 100 1.0 0.0025 50 3422 -95 2269.628948491718 2284.0612500556977 150 GTEX 1 100 100 1.0 0.0025 50 3422 -96 2269.7214598655196 2283.1221222968156 150 GTEX 1 100 100 1.0 0.0025 50 3422 -97 2269.7682957442216 2282.2301754099335 150 GTEX 1 100 100 1.0 0.0025 50 3422 -98 2269.075428002989 2281.8211883428885 150 GTEX 1 100 100 1.0 0.0025 50 3422 -99 2268.6886516412687 2283.2869562069272 150 GTEX 1 100 100 1.0 0.0025 50 3422 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 43c94389b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3312.258012800014 4635.305069027745 150 GTEX 1 50 100 0.5 0.0025 50 6346 -1 2553.9666811099987 2703.660897490643 150 GTEX 1 50 100 0.5 0.0025 50 6346 -2 2475.5004871465517 2747.0190991303766 150 GTEX 1 50 100 0.5 0.0025 50 6346 -3 2434.8056999086466 2470.6286231211384 150 GTEX 1 50 100 0.5 0.0025 50 6346 -4 2408.7524956396646 2431.1103571322483 150 GTEX 1 50 100 0.5 0.0025 50 6346 -5 2392.1042748670134 2425.0408875207936 150 GTEX 1 50 100 0.5 0.0025 50 6346 -6 2380.756991777977 2409.975083267734 150 GTEX 1 50 100 0.5 0.0025 50 6346 -7 2370.0197419428177 2397.5241666728552 150 GTEX 1 50 100 0.5 0.0025 50 6346 -8 2363.009079364709 2391.39143307762 150 GTEX 1 50 100 0.5 0.0025 50 6346 -9 2354.138355087904 2384.8831462207404 150 GTEX 1 50 100 0.5 0.0025 50 6346 -10 2348.926272006955 2381.798852260575 150 GTEX 1 50 100 0.5 0.0025 50 6346 -11 2344.3029585036757 2382.558183445223 150 GTEX 1 50 100 0.5 0.0025 50 6346 -12 2337.9266213392575 2365.403092416974 150 GTEX 1 50 100 0.5 0.0025 50 6346 -13 2334.3355259140303 2365.2888675588165 150 GTEX 1 50 100 0.5 0.0025 50 6346 -14 2331.293223696046 2360.462276560272 150 GTEX 1 50 100 0.5 0.0025 50 6346 -15 2326.8449983484984 2355.3216251039685 150 GTEX 1 50 100 0.5 0.0025 50 6346 -16 2325.261274051475 2361.240702697986 150 GTEX 1 50 100 0.5 0.0025 50 6346 -17 2321.270946012299 2353.9973051702113 150 GTEX 1 50 100 0.5 0.0025 50 6346 -18 2317.6770994855897 2348.0282325889675 150 GTEX 1 50 100 0.5 0.0025 50 6346 -19 2315.716410587642 2357.423373262239 150 GTEX 1 50 100 0.5 0.0025 50 6346 -20 2314.1392776232983 2347.116333471958 150 GTEX 1 50 100 0.5 0.0025 50 6346 -21 2312.0738879854857 2344.345159146269 150 GTEX 1 50 100 0.5 0.0025 50 6346 -22 2309.5252852528024 2341.0149292456335 150 GTEX 1 50 100 0.5 0.0025 50 6346 -23 2307.894751613541 2338.6571086694985 150 GTEX 1 50 100 0.5 0.0025 50 6346 -24 2306.2870734514877 2352.2894700199026 150 GTEX 1 50 100 0.5 0.0025 50 6346 -25 2303.9391854909654 2335.20404679331 150 GTEX 1 50 100 0.5 0.0025 50 6346 -26 2303.313351436239 2334.367928276497 150 GTEX 1 50 100 0.5 0.0025 50 6346 -27 2302.0558889648332 2336.1145028814162 150 GTEX 1 50 100 0.5 0.0025 50 6346 -28 2300.4273247489637 2340.7449923323134 150 GTEX 1 50 100 0.5 0.0025 50 6346 -29 2298.3191116798816 2330.0683296696766 150 GTEX 1 50 100 0.5 0.0025 50 6346 -30 2297.465191148158 2329.3187738570878 150 GTEX 1 50 100 0.5 0.0025 50 6346 -31 2297.0230955690245 2328.8103203719106 150 GTEX 1 50 100 0.5 0.0025 50 6346 -32 2295.8411452745804 2332.3682578199264 150 GTEX 1 50 100 0.5 0.0025 50 6346 -33 2293.736615461521 2324.613282642437 150 GTEX 1 50 100 0.5 0.0025 50 6346 -34 2293.1892370681544 2324.8037327523466 150 GTEX 1 50 100 0.5 0.0025 50 6346 -35 2292.540916467854 2323.2349640008615 150 GTEX 1 50 100 0.5 0.0025 50 6346 -36 2290.9917703179053 2323.060229863504 150 GTEX 1 50 100 0.5 0.0025 50 6346 -37 2290.1981489617306 2321.982231575273 150 GTEX 1 50 100 0.5 0.0025 50 6346 -38 2289.077881555667 2321.5253827345236 150 GTEX 1 50 100 0.5 0.0025 50 6346 -39 2288.0241445716865 2320.843331804747 150 GTEX 1 50 100 0.5 0.0025 50 6346 -40 2287.492217337404 2319.639096104147 150 GTEX 1 50 100 0.5 0.0025 50 6346 -41 2287.723917724893 2320.779732243643 150 GTEX 1 50 100 0.5 0.0025 50 6346 -42 2286.29186043357 2319.678653383436 150 GTEX 1 50 100 0.5 0.0025 50 6346 -43 2285.0785593830874 2324.3442833033805 150 GTEX 1 50 100 0.5 0.0025 50 6346 -44 2284.669952898679 2318.1622982822896 150 GTEX 1 50 100 0.5 0.0025 50 6346 -45 2284.3259844434947 2317.156199408121 150 GTEX 1 50 100 0.5 0.0025 50 6346 -46 2283.5033711882393 2317.111191202026 150 GTEX 1 50 100 0.5 0.0025 50 6346 -47 2282.810931976083 2314.965874617544 150 GTEX 1 50 100 0.5 0.0025 50 6346 -48 2282.3645285411662 2314.8092495878386 150 GTEX 1 50 100 0.5 0.0025 50 6346 -49 2281.677843202869 2314.885144367871 150 GTEX 1 50 100 0.5 0.0025 50 6346 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index e50c4070b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3311.935876762702 4636.065917504604 150 GTEX 1 50 100 0.0 0.0025 50 9173 -1 2551.452016580416 2765.733073071382 150 GTEX 1 50 100 0.0 0.0025 50 9173 -2 2477.4485289824606 2522.3162516894904 150 GTEX 1 50 100 0.0 0.0025 50 9173 -3 2437.7434545968067 2468.4428887312856 150 GTEX 1 50 100 0.0 0.0025 50 9173 -4 2415.010676658681 2413.056968775992 150 GTEX 1 50 100 0.0 0.0025 50 9173 -5 2394.3850199779085 2392.7457748819215 150 GTEX 1 50 100 0.0 0.0025 50 9173 -6 2384.2841520937036 2381.0606345985325 150 GTEX 1 50 100 0.0 0.0025 50 9173 -7 2373.4195785256516 2396.30119758867 150 GTEX 1 50 100 0.0 0.0025 50 9173 -8 2363.9424164924044 2363.3602833330856 150 GTEX 1 50 100 0.0 0.0025 50 9173 -9 2357.0743015056 2372.868622174281 150 GTEX 1 50 100 0.0 0.0025 50 9173 -10 2352.2429742326553 2348.391144843156 150 GTEX 1 50 100 0.0 0.0025 50 9173 -11 2345.031087660797 2358.768518948283 150 GTEX 1 50 100 0.0 0.0025 50 9173 -12 2341.2439709360474 2342.995849609375 150 GTEX 1 50 100 0.0 0.0025 50 9173 -13 2336.665748506737 2339.4021864046163 150 GTEX 1 50 100 0.0 0.0025 50 9173 -14 2332.678811874059 2336.6245242506834 150 GTEX 1 50 100 0.0 0.0025 50 9173 -15 2329.814853673451 2331.3833903613654 150 GTEX 1 50 100 0.0 0.0025 50 9173 -16 2326.612702708669 2331.53534190827 150 GTEX 1 50 100 0.0 0.0025 50 9173 -17 2323.5030373548825 2332.8786997051748 150 GTEX 1 50 100 0.0 0.0025 50 9173 -18 2319.949392358819 2322.886795798182 150 GTEX 1 50 100 0.0 0.0025 50 9173 -19 2318.2131741963863 2321.5006019969405 150 GTEX 1 50 100 0.0 0.0025 50 9173 -20 2316.1357824177076 2321.321066272576 150 GTEX 1 50 100 0.0 0.0025 50 9173 -21 2314.5993158492165 2319.11565396269 150 GTEX 1 50 100 0.0 0.0025 50 9173 -22 2311.7382691551493 2321.30783719255 150 GTEX 1 50 100 0.0 0.0025 50 9173 -23 2309.8699106208574 2314.1181561720236 150 GTEX 1 50 100 0.0 0.0025 50 9173 -24 2308.182886343062 2311.3367766753804 150 GTEX 1 50 100 0.0 0.0025 50 9173 -25 2306.8742310614753 2311.948810301806 150 GTEX 1 50 100 0.0 0.0025 50 9173 -26 2304.633031445168 2309.8380813888725 150 GTEX 1 50 100 0.0 0.0025 50 9173 -27 2304.018382729151 2311.3166234701757 150 GTEX 1 50 100 0.0 0.0025 50 9173 -28 2302.5149748179533 2310.6248421904706 150 GTEX 1 50 100 0.0 0.0025 50 9173 -29 2301.1201537299385 2306.4627657698134 150 GTEX 1 50 100 0.0 0.0025 50 9173 -30 2299.904845088944 2303.7936204105276 150 GTEX 1 50 100 0.0 0.0025 50 9173 -31 2298.2539239409757 2303.382552578422 150 GTEX 1 50 100 0.0 0.0025 50 9173 -32 2297.8595508524263 2304.4390409636408 150 GTEX 1 50 100 0.0 0.0025 50 9173 -33 2296.6039299187723 2299.6810270244177 150 GTEX 1 50 100 0.0 0.0025 50 9173 -34 2295.3714917195916 2306.574014061757 150 GTEX 1 50 100 0.0 0.0025 50 9173 -35 2295.1924120309777 2300.330135214918 150 GTEX 1 50 100 0.0 0.0025 50 9173 -36 2293.8015781175727 2297.756794628535 150 GTEX 1 50 100 0.0 0.0025 50 9173 -37 2292.836033717246 2296.9031467220175 150 GTEX 1 50 100 0.0 0.0025 50 9173 -38 2291.161689020908 2300.6589016642406 150 GTEX 1 50 100 0.0 0.0025 50 9173 -39 2291.028153718179 2295.964869278012 150 GTEX 1 50 100 0.0 0.0025 50 9173 -40 2290.234504742419 2294.0137331422293 150 GTEX 1 50 100 0.0 0.0025 50 9173 -41 2289.7335310940307 2294.734837753238 150 GTEX 1 50 100 0.0 0.0025 50 9173 -42 2288.834818816555 2293.0824299511346 150 GTEX 1 50 100 0.0 0.0025 50 9173 -43 2288.192225115244 2290.8782434499763 150 GTEX 1 50 100 0.0 0.0025 50 9173 -44 2286.905359261943 2294.668298293429 150 GTEX 1 50 100 0.0 0.0025 50 9173 -45 2286.760730376324 2292.8107088618403 150 GTEX 1 50 100 0.0 0.0025 50 9173 -46 2286.569484531382 2292.087108539538 150 GTEX 1 50 100 0.0 0.0025 50 9173 -47 2285.876544891548 2289.6699181618346 150 GTEX 1 50 100 0.0 0.0025 50 9173 -48 2284.182484118352 2289.149769598087 150 GTEX 1 50 100 0.0 0.0025 50 9173 -49 2283.956949500155 2294.0873058014495 150 GTEX 1 50 100 0.0 0.0025 50 9173 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 62d1453d6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3325.3973379516924 3426.3482443225703 150 GTEX 1 50 100 1.0 0.0025 50 2755 -1 2559.340868588749 2632.373336501901 150 GTEX 1 50 100 1.0 0.0025 50 2755 -2 2480.8828663465856 2508.4627281740136 150 GTEX 1 50 100 1.0 0.0025 50 2755 -3 2437.695134945526 2447.8656734568085 150 GTEX 1 50 100 1.0 0.0025 50 2755 -4 2415.125659594884 2409.8006777455143 150 GTEX 1 50 100 1.0 0.0025 50 2755 -5 2398.6213326039633 2394.1393165733425 150 GTEX 1 50 100 1.0 0.0025 50 2755 -6 2384.499612938984 2384.0267709942373 150 GTEX 1 50 100 1.0 0.0025 50 2755 -7 2374.2272592562485 2359.8969489848205 150 GTEX 1 50 100 1.0 0.0025 50 2755 -8 2364.8581131124893 2355.5724271476947 150 GTEX 1 50 100 1.0 0.0025 50 2755 -9 2357.1246730264093 2347.1295096393774 150 GTEX 1 50 100 1.0 0.0025 50 2755 -10 2351.897007780316 2342.2182176249107 150 GTEX 1 50 100 1.0 0.0025 50 2755 -11 2346.480129397884 2343.946211086027 150 GTEX 1 50 100 1.0 0.0025 50 2755 -12 2341.321618511796 2332.1675621583886 150 GTEX 1 50 100 1.0 0.0025 50 2755 -13 2337.426728671388 2326.2772369964946 150 GTEX 1 50 100 1.0 0.0025 50 2755 -14 2333.3994189881214 2321.68926746673 150 GTEX 1 50 100 1.0 0.0025 50 2755 -15 2330.1908260066216 2321.7482761629635 150 GTEX 1 50 100 1.0 0.0025 50 2755 -16 2326.7468652158072 2317.2836858365017 150 GTEX 1 50 100 1.0 0.0025 50 2755 -17 2324.2287330228523 2316.5483908997744 150 GTEX 1 50 100 1.0 0.0025 50 2755 -18 2322.3936258382323 2314.068732083977 150 GTEX 1 50 100 1.0 0.0025 50 2755 -19 2319.1731898830726 2311.187549663587 150 GTEX 1 50 100 1.0 0.0025 50 2755 -20 2316.9440463315827 2308.3739194688687 150 GTEX 1 50 100 1.0 0.0025 50 2755 -21 2314.5757337783552 2305.267373436757 150 GTEX 1 50 100 1.0 0.0025 50 2755 -22 2312.0800004497532 2304.1819270028814 150 GTEX 1 50 100 1.0 0.0025 50 2755 -23 2311.4546466818124 2301.3109214405595 150 GTEX 1 50 100 1.0 0.0025 50 2755 -24 2309.96711670515 2300.9857089546695 150 GTEX 1 50 100 1.0 0.0025 50 2755 -25 2308.093818907125 2299.7128284294795 150 GTEX 1 50 100 1.0 0.0025 50 2755 -26 2305.795211377763 2299.5243416557746 150 GTEX 1 50 100 1.0 0.0025 50 2755 -27 2304.9985364714685 2307.4092149625712 150 GTEX 1 50 100 1.0 0.0025 50 2755 -28 2302.628259652568 2296.9947115241803 150 GTEX 1 50 100 1.0 0.0025 50 2755 -29 2301.96679045364 2296.4238996034337 150 GTEX 1 50 100 1.0 0.0025 50 2755 -30 2300.6382399160407 2298.728310936757 150 GTEX 1 50 100 1.0 0.0025 50 2755 -31 2298.771162507551 2290.782748262239 150 GTEX 1 50 100 1.0 0.0025 50 2755 -32 2298.0861144355476 2295.561055114514 150 GTEX 1 50 100 1.0 0.0025 50 2755 -33 2297.1495247729367 2291.0010540748276 150 GTEX 1 50 100 1.0 0.0025 50 2755 -34 2296.618537275041 2287.6333105283093 150 GTEX 1 50 100 1.0 0.0025 50 2755 -35 2295.120637730282 2291.2841105297944 150 GTEX 1 50 100 1.0 0.0025 50 2755 -36 2295.000356604686 2286.7533961539034 150 GTEX 1 50 100 1.0 0.0025 50 2755 -37 2293.5122640240443 2283.841089981137 150 GTEX 1 50 100 1.0 0.0025 50 2755 -38 2292.314076946771 2283.7419043711384 150 GTEX 1 50 100 1.0 0.0025 50 2755 -39 2291.5590004619253 2284.7860478738417 150 GTEX 1 50 100 1.0 0.0025 50 2755 -40 2291.783213440438 2283.81135820164 150 GTEX 1 50 100 1.0 0.0025 50 2755 -41 2290.1879979777614 2282.3993750742634 150 GTEX 1 50 100 1.0 0.0025 50 2755 -42 2289.2964650387116 2283.544811408329 150 GTEX 1 50 100 1.0 0.0025 50 2755 -43 2289.1777798918692 2282.6875909725522 150 GTEX 1 50 100 1.0 0.0025 50 2755 -44 2288.36155547725 2282.4358592450394 150 GTEX 1 50 100 1.0 0.0025 50 2755 -45 2287.9113416743276 2283.1777422654764 150 GTEX 1 50 100 1.0 0.0025 50 2755 -46 2286.9818311356635 2281.500970528606 150 GTEX 1 50 100 1.0 0.0025 50 2755 -47 2286.293153499492 2279.5607743063806 150 GTEX 1 50 100 1.0 0.0025 50 2755 -48 2286.176225896948 2281.994867012981 150 GTEX 1 50 100 1.0 0.0025 50 2755 -49 2285.0443987275703 2277.657175970621 150 GTEX 1 50 100 1.0 0.0025 50 2755 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 8c26cdd09..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2834.2046027638357 2513.022280848978 50 GTEX 1 100 100 0.5 0.0025 50 9870 -1 2439.8605627195125 2412.3001908567016 50 GTEX 1 100 100 0.5 0.0025 50 9870 -2 2390.8970213966936 2363.2107759773053 50 GTEX 1 100 100 0.5 0.0025 50 9870 -3 2365.689958529877 2343.0949029378567 50 GTEX 1 100 100 0.5 0.0025 50 9870 -4 2351.2801360100793 2329.0501992113236 50 GTEX 1 100 100 0.5 0.0025 50 9870 -5 2340.41448251884 2325.4434633436313 50 GTEX 1 100 100 0.5 0.0025 50 9870 -6 2333.1494019418606 2313.8922360496376 50 GTEX 1 100 100 0.5 0.0025 50 9870 -7 2326.1891850267707 2306.7031245358544 50 GTEX 1 100 100 0.5 0.0025 50 9870 -8 2321.072248243487 2301.5122548382546 50 GTEX 1 100 100 0.5 0.0025 50 9870 -9 2315.6293644101715 2293.9986488719405 50 GTEX 1 100 100 0.5 0.0025 50 9870 -10 2311.9134462041666 2296.8103486847967 50 GTEX 1 100 100 0.5 0.0025 50 9870 -11 2308.430765231157 2290.2344172372564 50 GTEX 1 100 100 0.5 0.0025 50 9870 -12 2306.283811503735 2289.400080575689 50 GTEX 1 100 100 0.5 0.0025 50 9870 -13 2303.876293942734 2288.023753583205 50 GTEX 1 100 100 0.5 0.0025 50 9870 -14 2301.3180944745563 2287.300490230662 50 GTEX 1 100 100 0.5 0.0025 50 9870 -15 2298.6530377726576 2282.2819555014257 50 GTEX 1 100 100 0.5 0.0025 50 9870 -16 2297.2740945160244 2279.8444587504455 50 GTEX 1 100 100 0.5 0.0025 50 9870 -17 2296.0171985684647 2277.5840864870484 50 GTEX 1 100 100 0.5 0.0025 50 9870 -18 2293.929893821651 2283.5240538854564 50 GTEX 1 100 100 0.5 0.0025 50 9870 -19 2292.8070834409577 2276.9629560695403 50 GTEX 1 100 100 0.5 0.0025 50 9870 -20 2291.2648310981153 2274.3826161663796 50 GTEX 1 100 100 0.5 0.0025 50 9870 -21 2290.2340844399046 2274.8112384520555 50 GTEX 1 100 100 0.5 0.0025 50 9870 -22 2289.272655899275 2273.9164403182926 50 GTEX 1 100 100 0.5 0.0025 50 9870 -23 2288.4267786496844 2270.387198212482 50 GTEX 1 100 100 0.5 0.0025 50 9870 -24 2287.6805085830633 2270.4184677066005 50 GTEX 1 100 100 0.5 0.0025 50 9870 -25 2287.001586849591 2274.1279115858188 50 GTEX 1 100 100 0.5 0.0025 50 9870 -26 2286.137686389646 2270.03882857058 50 GTEX 1 100 100 0.5 0.0025 50 9870 -27 2284.9488921890265 2265.336044717651 50 GTEX 1 100 100 0.5 0.0025 50 9870 -28 2284.773805374302 2265.5084998997445 50 GTEX 1 100 100 0.5 0.0025 50 9870 -29 2284.167625297497 2267.720627469255 50 GTEX 1 100 100 0.5 0.0025 50 9870 -30 2282.4354264164745 2268.115375939431 50 GTEX 1 100 100 0.5 0.0025 50 9870 -31 2282.7325322501847 2270.199705638813 50 GTEX 1 100 100 0.5 0.0025 50 9870 -32 2282.353884505057 2267.2825941658743 50 GTEX 1 100 100 0.5 0.0025 50 9870 -33 2282.085267177061 2265.564966934262 50 GTEX 1 100 100 0.5 0.0025 50 9870 -34 2281.693448113554 2271.690691001515 50 GTEX 1 100 100 0.5 0.0025 50 9870 -35 2280.7660239495585 2263.1780476733306 50 GTEX 1 100 100 0.5 0.0025 50 9870 -36 2280.6905561805565 2262.7365838692667 50 GTEX 1 100 100 0.5 0.0025 50 9870 -37 2279.902746851522 2261.8797621346243 50 GTEX 1 100 100 0.5 0.0025 50 9870 -38 2279.4314524714136 2262.6971718675736 50 GTEX 1 100 100 0.5 0.0025 50 9870 -39 2280.9738288831845 2263.7410647316124 50 GTEX 1 100 100 0.5 0.0025 50 9870 -40 2279.767868839827 2263.3237248990017 50 GTEX 1 100 100 0.5 0.0025 50 9870 -41 2279.012774509274 2261.4790220079312 50 GTEX 1 100 100 0.5 0.0025 50 9870 -42 2279.6502986112946 2263.30852180742 50 GTEX 1 100 100 0.5 0.0025 50 9870 -43 2278.072476292029 2260.0457977178885 50 GTEX 1 100 100 0.5 0.0025 50 9870 -44 2278.1466533418716 2261.2113626574383 50 GTEX 1 100 100 0.5 0.0025 50 9870 -45 2278.0216391839335 2259.7709111550917 50 GTEX 1 100 100 0.5 0.0025 50 9870 -46 2277.750688993882 2263.3382637981226 50 GTEX 1 100 100 0.5 0.0025 50 9870 -47 2278.003480377149 2260.6516818782675 50 GTEX 1 100 100 0.5 0.0025 50 9870 -48 2278.537975691258 2262.6304643870308 50 GTEX 1 100 100 0.5 0.0025 50 9870 -49 2277.358022310848 2269.4114502881416 50 GTEX 1 100 100 0.5 0.0025 50 9870 -50 2277.1057949757214 2260.542170419439 50 GTEX 1 100 100 0.5 0.0025 50 9870 -51 2276.335215960912 2261.1706640439343 50 GTEX 1 100 100 0.5 0.0025 50 9870 -52 2276.5117209162418 2264.498276627109 50 GTEX 1 100 100 0.5 0.0025 50 9870 -53 2277.2536799550826 2260.188270945966 50 GTEX 1 100 100 0.5 0.0025 50 9870 -54 2276.526801467433 2259.026758462304 50 GTEX 1 100 100 0.5 0.0025 50 9870 -55 2277.1330478725026 2259.3672951817966 50 GTEX 1 100 100 0.5 0.0025 50 9870 -56 2276.4554824901634 2259.156454688243 50 GTEX 1 100 100 0.5 0.0025 50 9870 -57 2276.5054034326477 2260.7082338514438 50 GTEX 1 100 100 0.5 0.0025 50 9870 -58 2276.841797442349 2258.252705505139 50 GTEX 1 100 100 0.5 0.0025 50 9870 -59 2275.5628231053015 2258.4310474468275 50 GTEX 1 100 100 0.5 0.0025 50 9870 -60 2277.3593322167217 2261.356576665726 50 GTEX 1 100 100 0.5 0.0025 50 9870 -61 2276.56967503173 2259.158305701194 50 GTEX 1 100 100 0.5 0.0025 50 9870 -62 2276.028178965213 2259.560291594879 50 GTEX 1 100 100 0.5 0.0025 50 9870 -63 2277.5725667326305 2258.4767630109313 50 GTEX 1 100 100 0.5 0.0025 50 9870 -64 2275.90343976527 2260.5939579372625 50 GTEX 1 100 100 0.5 0.0025 50 9870 -65 2275.1530741861534 2259.8373777440293 50 GTEX 1 100 100 0.5 0.0025 50 9870 -66 2275.808460087714 2258.434563350315 50 GTEX 1 100 100 0.5 0.0025 50 9870 -67 2275.8781678967484 2258.684458917538 50 GTEX 1 100 100 0.5 0.0025 50 9870 -68 2276.0370571273074 2262.352688981553 50 GTEX 1 100 100 0.5 0.0025 50 9870 -69 2275.551144276046 2257.0348345970474 50 GTEX 1 100 100 0.5 0.0025 50 9870 -70 2275.413801416268 2258.22245341834 50 GTEX 1 100 100 0.5 0.0025 50 9870 -71 2275.6447131240634 2260.2013185450332 50 GTEX 1 100 100 0.5 0.0025 50 9870 -72 2275.548596594998 2258.2634268060838 50 GTEX 1 100 100 0.5 0.0025 50 9870 -73 2275.230673150401 2260.390781881238 50 GTEX 1 100 100 0.5 0.0025 50 9870 -74 2274.78777913059 2262.2307309923062 50 GTEX 1 100 100 0.5 0.0025 50 9870 -75 2274.9057697132143 2258.4945337563868 50 GTEX 1 100 100 0.5 0.0025 50 9870 -76 2275.397643443384 2259.1459826335254 50 GTEX 1 100 100 0.5 0.0025 50 9870 -77 2275.3944445745337 2261.7286687930728 50 GTEX 1 100 100 0.5 0.0025 50 9870 -78 2275.046687929535 2258.0869488734256 50 GTEX 1 100 100 0.5 0.0025 50 9870 -79 2274.303492817567 2258.6625809470056 50 GTEX 1 100 100 0.5 0.0025 50 9870 -80 2274.7714790625496 2258.710314616504 50 GTEX 1 100 100 0.5 0.0025 50 9870 -81 2275.4586337790565 2265.304432219879 50 GTEX 1 100 100 0.5 0.0025 50 9870 -82 2275.2287623960615 2257.277837136852 50 GTEX 1 100 100 0.5 0.0025 50 9870 -83 2274.4542413624713 2261.279200796845 50 GTEX 1 100 100 0.5 0.0025 50 9870 -84 2274.8014691091835 2257.975313483989 50 GTEX 1 100 100 0.5 0.0025 50 9870 -85 2274.8264444088677 2257.8779176197127 50 GTEX 1 100 100 0.5 0.0025 50 9870 -86 2274.594379112765 2257.2319229183995 50 GTEX 1 100 100 0.5 0.0025 50 9870 -87 2274.3063895472433 2258.1733765112585 50 GTEX 1 100 100 0.5 0.0025 50 9870 -88 2274.5415087802944 2258.661976629337 50 GTEX 1 100 100 0.5 0.0025 50 9870 -89 2273.649953095704 2257.037793061579 50 GTEX 1 100 100 0.5 0.0025 50 9870 -90 2275.510430816009 2258.645848959571 50 GTEX 1 100 100 0.5 0.0025 50 9870 -91 2276.754856920751 2258.1464495640744 50 GTEX 1 100 100 0.5 0.0025 50 9870 -92 2274.081140511943 2258.0560274885634 50 GTEX 1 100 100 0.5 0.0025 50 9870 -93 2274.5003434009254 2256.1732808972492 50 GTEX 1 100 100 0.5 0.0025 50 9870 -94 2274.065683885677 2258.730196296489 50 GTEX 1 100 100 0.5 0.0025 50 9870 -95 2273.764558435305 2257.9486951936788 50 GTEX 1 100 100 0.5 0.0025 50 9870 -96 2274.5628103915246 2256.8086814735325 50 GTEX 1 100 100 0.5 0.0025 50 9870 -97 2274.455467558567 2257.175732514704 50 GTEX 1 100 100 0.5 0.0025 50 9870 -98 2274.1093267495394 2259.1698392570697 50 GTEX 1 100 100 0.5 0.0025 50 9870 -99 2273.9995144265527 2259.3378725233188 50 GTEX 1 100 100 0.5 0.0025 50 9870 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index 97ee898b5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2825.0530578155535 2542.637608053113 50 GTEX 1 100 100 0.0 0.0025 50 6290 -1 2440.0043687942325 2399.034746873515 50 GTEX 1 100 100 0.0 0.0025 50 6290 -2 2387.9496711077377 2361.538999840334 50 GTEX 1 100 100 0.0 0.0025 50 6290 -3 2364.2339221780676 2348.405079888754 50 GTEX 1 100 100 0.0 0.0025 50 6290 -4 2350.2404730742314 2343.017872857504 50 GTEX 1 100 100 0.0 0.0025 50 6290 -5 2340.0673781963415 2323.59976068649 50 GTEX 1 100 100 0.0 0.0025 50 6290 -6 2331.7296896765574 2318.108794353761 50 GTEX 1 100 100 0.0 0.0025 50 6290 -7 2325.0085309702454 2312.5111951936788 50 GTEX 1 100 100 0.0 0.0025 50 6290 -8 2320.4759319430736 2306.2994626121376 50 GTEX 1 100 100 0.0 0.0025 50 6290 -9 2315.172353172121 2309.111198164211 50 GTEX 1 100 100 0.0 0.0025 50 6290 -10 2312.3199575715726 2302.997797628773 50 GTEX 1 100 100 0.0 0.0025 50 6290 -11 2307.550594050592 2295.0201416015625 50 GTEX 1 100 100 0.0 0.0025 50 6290 -12 2306.1805349647957 2297.6326421585372 50 GTEX 1 100 100 0.0 0.0025 50 6290 -13 2302.1188853179137 2290.223572937708 50 GTEX 1 100 100 0.0 0.0025 50 6290 -14 2301.1525728558745 2286.984984887417 50 GTEX 1 100 100 0.0 0.0025 50 6290 -15 2297.664341248919 2286.745198412993 50 GTEX 1 100 100 0.0 0.0025 50 6290 -16 2296.52336299675 2284.9824325503505 50 GTEX 1 100 100 0.0 0.0025 50 6290 -17 2294.1947599793607 2285.244006022754 50 GTEX 1 100 100 0.0 0.0025 50 6290 -18 2292.5635155290665 2282.0160896098205 50 GTEX 1 100 100 0.0 0.0025 50 6290 -19 2291.269591853197 2282.4862362241565 50 GTEX 1 100 100 0.0 0.0025 50 6290 -20 2290.635123132287 2280.4047777299193 50 GTEX 1 100 100 0.0 0.0025 50 6290 -21 2289.530972282625 2281.306653621079 50 GTEX 1 100 100 0.0 0.0025 50 6290 -22 2288.635313890521 2278.603845632575 50 GTEX 1 100 100 0.0 0.0025 50 6290 -23 2287.1995529443975 2278.6251123232532 50 GTEX 1 100 100 0.0 0.0025 50 6290 -24 2286.631054336775 2280.930121940352 50 GTEX 1 100 100 0.0 0.0025 50 6290 -25 2285.446577868971 2274.7639225136645 50 GTEX 1 100 100 0.0 0.0025 50 6290 -26 2285.7071534621496 2274.0111051494177 50 GTEX 1 100 100 0.0 0.0025 50 6290 -27 2283.545914916412 2275.5681987805965 50 GTEX 1 100 100 0.0 0.0025 50 6290 -28 2284.1701868012324 2270.821732785765 50 GTEX 1 100 100 0.0 0.0025 50 6290 -29 2283.196100651028 2274.4458973235505 50 GTEX 1 100 100 0.0 0.0025 50 6290 -30 2282.1742579177176 2272.4995943366803 50 GTEX 1 100 100 0.0 0.0025 50 6290 -31 2282.4971702690927 2276.4680282534755 50 GTEX 1 100 100 0.0 0.0025 50 6290 -32 2281.0776195177573 2269.00165050202 50 GTEX 1 100 100 0.0 0.0025 50 6290 -33 2281.495863406273 2273.218914307569 50 GTEX 1 100 100 0.0 0.0025 50 6290 -34 2281.041357452821 2270.77362315827 50 GTEX 1 100 100 0.0 0.0025 50 6290 -35 2280.2543674790145 2269.681226607058 50 GTEX 1 100 100 0.0 0.0025 50 6290 -36 2279.4922277302076 2271.6044610897397 50 GTEX 1 100 100 0.0 0.0025 50 6290 -37 2280.674533881468 2267.4285289923955 50 GTEX 1 100 100 0.0 0.0025 50 6290 -38 2278.9654380997395 2280.306941855543 50 GTEX 1 100 100 0.0 0.0025 50 6290 -39 2279.1581513157134 2273.4755882582285 50 GTEX 1 100 100 0.0 0.0025 50 6290 -40 2279.226347681007 2269.7875117893 50 GTEX 1 100 100 0.0 0.0025 50 6290 -41 2278.4349200574197 2269.2757642622682 50 GTEX 1 100 100 0.0 0.0025 50 6290 -42 2277.6237438891344 2266.5450963937737 50 GTEX 1 100 100 0.0 0.0025 50 6290 -43 2278.1198026698003 2266.6230371279407 50 GTEX 1 100 100 0.0 0.0025 50 6290 -44 2278.0920781254126 2275.9613120655595 50 GTEX 1 100 100 0.0 0.0025 50 6290 -45 2277.87594463622 2269.434859939401 50 GTEX 1 100 100 0.0 0.0025 50 6290 -46 2278.160839673545 2271.082194165132 50 GTEX 1 100 100 0.0 0.0025 50 6290 -47 2276.9369371381345 2266.7050405292002 50 GTEX 1 100 100 0.0 0.0025 50 6290 -48 2277.141207873815 2267.5561217101354 50 GTEX 1 100 100 0.0 0.0025 50 6290 -49 2276.829952508756 2272.3446244504516 50 GTEX 1 100 100 0.0 0.0025 50 6290 -50 2277.2074109870555 2264.2624739150133 50 GTEX 1 100 100 0.0 0.0025 50 6290 -51 2276.014655477786 2265.3495411455856 50 GTEX 1 100 100 0.0 0.0025 50 6290 -52 2276.582801065337 2270.199582640209 50 GTEX 1 100 100 0.0 0.0025 50 6290 -53 2275.6997149999256 2265.287359549519 50 GTEX 1 100 100 0.0 0.0025 50 6290 -54 2277.0098183110986 2268.2757600849573 50 GTEX 1 100 100 0.0 0.0025 50 6290 -55 2276.9475450959994 2264.9611821047706 50 GTEX 1 100 100 0.0 0.0025 50 6290 -56 2275.00373119702 2266.543472812203 50 GTEX 1 100 100 0.0 0.0025 50 6290 -57 2275.172124092035 2266.7125216291884 50 GTEX 1 100 100 0.0 0.0025 50 6290 -58 2275.4667197928907 2266.9127958464533 50 GTEX 1 100 100 0.0 0.0025 50 6290 -59 2276.0278435845403 2266.6882913683758 50 GTEX 1 100 100 0.0 0.0025 50 6290 -60 2276.0481640686894 2266.64185266531 50 GTEX 1 100 100 0.0 0.0025 50 6290 -61 2275.473630465738 2264.765629177311 50 GTEX 1 100 100 0.0 0.0025 50 6290 -62 2275.952057661647 2264.6848733996258 50 GTEX 1 100 100 0.0 0.0025 50 6290 -63 2275.3210878856735 2269.3724940775014 50 GTEX 1 100 100 0.0 0.0025 50 6290 -64 2275.641764211166 2265.85172773586 50 GTEX 1 100 100 0.0 0.0025 50 6290 -65 2274.598431687251 2267.5922099646505 50 GTEX 1 100 100 0.0 0.0025 50 6290 -66 2275.2746868026766 2266.0160009579968 50 GTEX 1 100 100 0.0 0.0025 50 6290 -67 2275.071231347625 2264.0029157631297 50 GTEX 1 100 100 0.0 0.0025 50 6290 -68 2274.8829246803866 2266.7108808742278 50 GTEX 1 100 100 0.0 0.0025 50 6290 -69 2274.284614096376 2265.3397360682034 50 GTEX 1 100 100 0.0 0.0025 50 6290 -70 2274.5749894937267 2263.8694311801924 50 GTEX 1 100 100 0.0 0.0025 50 6290 -71 2274.6872011875544 2265.1929829528576 50 GTEX 1 100 100 0.0 0.0025 50 6290 -72 2275.1051902847557 2266.204435747386 50 GTEX 1 100 100 0.0 0.0025 50 6290 -73 2275.3503992796523 2264.3770482748632 50 GTEX 1 100 100 0.0 0.0025 50 6290 -74 2274.3651605422538 2263.074135667924 50 GTEX 1 100 100 0.0 0.0025 50 6290 -75 2273.798713881526 2272.5173506936194 50 GTEX 1 100 100 0.0 0.0025 50 6290 -76 2274.7308017581217 2264.869274298954 50 GTEX 1 100 100 0.0 0.0025 50 6290 -77 2274.9222719638365 2263.4513528918133 50 GTEX 1 100 100 0.0 0.0025 50 6290 -78 2274.08832477599 2267.1042262320284 50 GTEX 1 100 100 0.0 0.0025 50 6290 -79 2274.6452154214144 2262.9706529972673 50 GTEX 1 100 100 0.0 0.0025 50 6290 -80 2274.239246671827 2265.402565611633 50 GTEX 1 100 100 0.0 0.0025 50 6290 -81 2273.858969706447 2264.7629473436014 50 GTEX 1 100 100 0.0 0.0025 50 6290 -82 2274.1652016853773 2264.1906074552935 50 GTEX 1 100 100 0.0 0.0025 50 6290 -83 2274.807212512874 2264.3563900791646 50 GTEX 1 100 100 0.0 0.0025 50 6290 -84 2274.406175883579 2264.0963761362286 50 GTEX 1 100 100 0.0 0.0025 50 6290 -85 2273.453485189301 2266.9371593170745 50 GTEX 1 100 100 0.0 0.0025 50 6290 -86 2275.1916176648983 2263.796756642853 50 GTEX 1 100 100 0.0 0.0025 50 6290 -87 2274.6482921554807 2262.060712575006 50 GTEX 1 100 100 0.0 0.0025 50 6290 -88 2273.8806968036997 2263.9654898407794 50 GTEX 1 100 100 0.0 0.0025 50 6290 -89 2273.943208485933 2262.4786581177223 50 GTEX 1 100 100 0.0 0.0025 50 6290 -90 2274.471910650153 2264.2841588009446 50 GTEX 1 100 100 0.0 0.0025 50 6290 -91 2274.0486250398176 2265.832506535171 50 GTEX 1 100 100 0.0 0.0025 50 6290 -92 2273.400793081807 2263.887909283656 50 GTEX 1 100 100 0.0 0.0025 50 6290 -93 2273.793879938413 2262.970592658329 50 GTEX 1 100 100 0.0 0.0025 50 6290 -94 2274.374901539146 2262.124108840304 50 GTEX 1 100 100 0.0 0.0025 50 6290 -95 2274.1667277254624 2263.020857314193 50 GTEX 1 100 100 0.0 0.0025 50 6290 -96 2273.994131960032 2264.608037796311 50 GTEX 1 100 100 0.0 0.0025 50 6290 -97 2272.7652936165596 2261.3086689415995 50 GTEX 1 100 100 0.0 0.0025 50 6290 -98 2273.320431694884 2263.771157152299 50 GTEX 1 100 100 0.0 0.0025 50 6290 -99 2273.7568046043575 2261.317548976652 50 GTEX 1 100 100 0.0 0.0025 50 6290 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index 44dca8a63..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2819.2396271051743 2568.3492362018774 50 GTEX 1 100 100 1.0 0.0025 50 1822 -1 2438.360237705855 2429.049108004842 50 GTEX 1 100 100 1.0 0.0025 50 1822 -2 2386.8890468927425 2411.349001344166 50 GTEX 1 100 100 1.0 0.0025 50 1822 -3 2362.5658954810956 2374.7781158563303 50 GTEX 1 100 100 1.0 0.0025 50 1822 -4 2347.3706194977453 2360.7712072800323 50 GTEX 1 100 100 1.0 0.0025 50 1822 -5 2335.6285150112312 2354.7661657297112 50 GTEX 1 100 100 1.0 0.0025 50 1822 -6 2326.9176256585374 2349.210112481063 50 GTEX 1 100 100 1.0 0.0025 50 1822 -7 2321.2814516925982 2340.8116872809233 50 GTEX 1 100 100 1.0 0.0025 50 1822 -8 2316.116141359872 2339.7988162892852 50 GTEX 1 100 100 1.0 0.0025 50 1822 -9 2311.6958275755997 2331.499104662993 50 GTEX 1 100 100 1.0 0.0025 50 1822 -10 2307.8747917828873 2328.587164237019 50 GTEX 1 100 100 1.0 0.0025 50 1822 -11 2304.3296726251388 2331.687540380674 50 GTEX 1 100 100 1.0 0.0025 50 1822 -12 2301.1634578348226 2326.522566298568 50 GTEX 1 100 100 1.0 0.0025 50 1822 -13 2298.945375475748 2322.916891235816 50 GTEX 1 100 100 1.0 0.0025 50 1822 -14 2296.4340372880383 2319.7481703377493 50 GTEX 1 100 100 1.0 0.0025 50 1822 -15 2295.0332634961 2315.607138281993 50 GTEX 1 100 100 1.0 0.0025 50 1822 -16 2292.764470470409 2317.7341271462096 50 GTEX 1 100 100 1.0 0.0025 50 1822 -17 2291.726198365044 2314.6039444956036 50 GTEX 1 100 100 1.0 0.0025 50 1822 -18 2289.559670810653 2315.0843461765535 50 GTEX 1 100 100 1.0 0.0025 50 1822 -19 2287.6959968261463 2311.4972640933192 50 GTEX 1 100 100 1.0 0.0025 50 1822 -20 2286.976981255199 2312.2600761384565 50 GTEX 1 100 100 1.0 0.0025 50 1822 -21 2285.9421593801167 2312.929301098726 50 GTEX 1 100 100 1.0 0.0025 50 1822 -22 2285.029891895243 2307.2800169970146 50 GTEX 1 100 100 1.0 0.0025 50 1822 -23 2283.9524866291295 2306.352020611781 50 GTEX 1 100 100 1.0 0.0025 50 1822 -24 2282.5517107225264 2304.729950299281 50 GTEX 1 100 100 1.0 0.0025 50 1822 -25 2282.0980421505296 2306.089077909636 50 GTEX 1 100 100 1.0 0.0025 50 1822 -26 2282.36862371841 2305.1047801898912 50 GTEX 1 100 100 1.0 0.0025 50 1822 -27 2280.1610216378685 2307.66357421875 50 GTEX 1 100 100 1.0 0.0025 50 1822 -28 2280.822724713561 2304.932875716641 50 GTEX 1 100 100 1.0 0.0025 50 1822 -29 2280.3376923880733 2305.5898516404764 50 GTEX 1 100 100 1.0 0.0025 50 1822 -30 2279.4117053966656 2302.7435817936075 50 GTEX 1 100 100 1.0 0.0025 50 1822 -31 2278.621755046931 2302.2863911095683 50 GTEX 1 100 100 1.0 0.0025 50 1822 -32 2276.9952271242787 2304.0756183812828 50 GTEX 1 100 100 1.0 0.0025 50 1822 -33 2277.72683957266 2303.3360714060273 50 GTEX 1 100 100 1.0 0.0025 50 1822 -34 2278.117778703531 2299.2736315128923 50 GTEX 1 100 100 1.0 0.0025 50 1822 -35 2276.248372559161 2301.3667690726743 50 GTEX 1 100 100 1.0 0.0025 50 1822 -36 2275.96437950372 2300.0903529178054 50 GTEX 1 100 100 1.0 0.0025 50 1822 -37 2275.6271204156133 2301.3827992718484 50 GTEX 1 100 100 1.0 0.0025 50 1822 -38 2276.5452888209124 2302.3277211932627 50 GTEX 1 100 100 1.0 0.0025 50 1822 -39 2275.1943606687623 2297.2577171180637 50 GTEX 1 100 100 1.0 0.0025 50 1822 -40 2274.660593057215 2302.607478964918 50 GTEX 1 100 100 1.0 0.0025 50 1822 -41 2275.4039931111442 2298.1729462482176 50 GTEX 1 100 100 1.0 0.0025 50 1822 -42 2275.013100064492 2308.69907068753 50 GTEX 1 100 100 1.0 0.0025 50 1822 -43 2275.01204500151 2297.2111394033686 50 GTEX 1 100 100 1.0 0.0025 50 1822 -44 2274.644909413951 2297.5446983888573 50 GTEX 1 100 100 1.0 0.0025 50 1822 -45 2273.518983603405 2299.4081462671547 50 GTEX 1 100 100 1.0 0.0025 50 1822 -46 2273.482748539128 2296.967804767333 50 GTEX 1 100 100 1.0 0.0025 50 1822 -47 2273.942849199233 2299.102333213893 50 GTEX 1 100 100 1.0 0.0025 50 1822 -48 2273.0216756232176 2296.524943652715 50 GTEX 1 100 100 1.0 0.0025 50 1822 -49 2273.305458811076 2296.0738766746376 50 GTEX 1 100 100 1.0 0.0025 50 1822 -50 2273.187530224233 2298.4024498072868 50 GTEX 1 100 100 1.0 0.0025 50 1822 -51 2272.601915416917 2295.3712529519667 50 GTEX 1 100 100 1.0 0.0025 50 1822 -52 2272.837447886408 2296.9935089227365 50 GTEX 1 100 100 1.0 0.0025 50 1822 -53 2273.6620111204547 2299.399501089814 50 GTEX 1 100 100 1.0 0.0025 50 1822 -54 2272.8862448587856 2298.1748251099098 50 GTEX 1 100 100 1.0 0.0025 50 1822 -55 2272.5380777883042 2301.538637574635 50 GTEX 1 100 100 1.0 0.0025 50 1822 -56 2272.7942342737024 2296.793813959274 50 GTEX 1 100 100 1.0 0.0025 50 1822 -57 2271.9151626672337 2297.20709994356 50 GTEX 1 100 100 1.0 0.0025 50 1822 -58 2272.263122913187 2296.3518781190587 50 GTEX 1 100 100 1.0 0.0025 50 1822 -59 2272.4799270605704 2299.310683101756 50 GTEX 1 100 100 1.0 0.0025 50 1822 -60 2271.88265983152 2295.495439304598 50 GTEX 1 100 100 1.0 0.0025 50 1822 -61 2271.4505591895695 2295.6879873529588 50 GTEX 1 100 100 1.0 0.0025 50 1822 -62 2272.0028941508167 2296.1740416320104 50 GTEX 1 100 100 1.0 0.0025 50 1822 -63 2271.7599856275006 2294.643761696471 50 GTEX 1 100 100 1.0 0.0025 50 1822 -64 2271.7202464347783 2299.5919335659014 50 GTEX 1 100 100 1.0 0.0025 50 1822 -65 2272.325181696122 2304.5905325421813 50 GTEX 1 100 100 1.0 0.0025 50 1822 -66 2271.4837263136915 2295.4127614996733 50 GTEX 1 100 100 1.0 0.0025 50 1822 -67 2272.086223366571 2295.481889035765 50 GTEX 1 100 100 1.0 0.0025 50 1822 -68 2271.9854363038216 2294.3076475890416 50 GTEX 1 100 100 1.0 0.0025 50 1822 -69 2271.0310518920164 2294.2745695513013 50 GTEX 1 100 100 1.0 0.0025 50 1822 -70 2270.7758606221364 2294.672209184886 50 GTEX 1 100 100 1.0 0.0025 50 1822 -71 2271.397244854866 2314.5871029697896 50 GTEX 1 100 100 1.0 0.0025 50 1822 -72 2272.235567206728 2294.50383755644 50 GTEX 1 100 100 1.0 0.0025 50 1822 -73 2270.1261184513473 2295.532090335744 50 GTEX 1 100 100 1.0 0.0025 50 1822 -74 2270.9032438751055 2293.9469012706454 50 GTEX 1 100 100 1.0 0.0025 50 1822 -75 2270.8027707369183 2294.7026492506834 50 GTEX 1 100 100 1.0 0.0025 50 1822 -76 2272.6615754737263 2295.270498993732 50 GTEX 1 100 100 1.0 0.0025 50 1822 -77 2270.7385871800975 2296.2342016415905 50 GTEX 1 100 100 1.0 0.0025 50 1822 -78 2270.853258873752 2299.435467274017 50 GTEX 1 100 100 1.0 0.0025 50 1822 -79 2271.0525009624303 2293.913765446768 50 GTEX 1 100 100 1.0 0.0025 50 1822 -80 2270.8579195432985 2295.6030078496315 50 GTEX 1 100 100 1.0 0.0025 50 1822 -81 2271.3984258177666 2299.013773058757 50 GTEX 1 100 100 1.0 0.0025 50 1822 -82 2270.416293110278 2297.683261421697 50 GTEX 1 100 100 1.0 0.0025 50 1822 -83 2270.9026132923905 2294.1849868832433 50 GTEX 1 100 100 1.0 0.0025 50 1822 -84 2271.392145521326 2295.8369753297293 50 GTEX 1 100 100 1.0 0.0025 50 1822 -85 2271.6580698237544 2294.9065349854445 50 GTEX 1 100 100 1.0 0.0025 50 1822 -86 2271.0865520937864 2296.8768644731763 50 GTEX 1 100 100 1.0 0.0025 50 1822 -87 2270.6767844263295 2293.410164836695 50 GTEX 1 100 100 1.0 0.0025 50 1822 -88 2270.8249891068976 2294.330944917048 50 GTEX 1 100 100 1.0 0.0025 50 1822 -89 2269.899378886857 2293.730136189624 50 GTEX 1 100 100 1.0 0.0025 50 1822 -90 2270.749477239399 2296.09639098889 50 GTEX 1 100 100 1.0 0.0025 50 1822 -91 2270.8334916581116 2293.0582816120336 50 GTEX 1 100 100 1.0 0.0025 50 1822 -92 2269.7876658155055 2293.7238310027033 50 GTEX 1 100 100 1.0 0.0025 50 1822 -93 2270.4761809319543 2292.8339992276615 50 GTEX 1 100 100 1.0 0.0025 50 1822 -94 2270.716431115363 2296.0168447748338 50 GTEX 1 100 100 1.0 0.0025 50 1822 -95 2270.3245084074942 2300.4458031019785 50 GTEX 1 100 100 1.0 0.0025 50 1822 -96 2270.380272942359 2295.01350339012 50 GTEX 1 100 100 1.0 0.0025 50 1822 -97 2270.7426247456215 2293.3377634490853 50 GTEX 1 100 100 1.0 0.0025 50 1822 -98 2270.2191123039656 2293.196787554955 50 GTEX 1 100 100 1.0 0.0025 50 1822 -99 2271.001559565258 2295.3950188350314 50 GTEX 1 100 100 1.0 0.0025 50 1822 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index f36185ecf..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2819.3370170879352 2515.894169680519 50 GTEX 1 50 100 0.5 0.0025 50 7791 -1 2438.841950549235 2437.1897789552636 50 GTEX 1 50 100 0.5 0.0025 50 7791 -2 2392.4829593351 2364.271827842799 50 GTEX 1 50 100 0.5 0.0025 50 7791 -3 2362.9775939922065 2352.1087474750475 50 GTEX 1 50 100 0.5 0.0025 50 7791 -4 2349.4848697541875 2333.0306791008197 50 GTEX 1 50 100 0.5 0.0025 50 7791 -5 2338.0385294755383 2334.6195462883197 50 GTEX 1 50 100 0.5 0.0025 50 7791 -6 2329.482334477453 2314.7110136198908 50 GTEX 1 50 100 0.5 0.0025 50 7791 -7 2323.688514626466 2314.5559300179716 50 GTEX 1 50 100 0.5 0.0025 50 7791 -8 2319.082002108888 2309.3739858417002 50 GTEX 1 50 100 0.5 0.0025 50 7791 -9 2314.3711033175687 2303.4568929345887 50 GTEX 1 50 100 0.5 0.0025 50 7791 -10 2310.0451822108625 2302.641205646239 50 GTEX 1 50 100 0.5 0.0025 50 7791 -11 2307.1736591323397 2303.9987653725047 50 GTEX 1 50 100 0.5 0.0025 50 7791 -12 2304.7892875054877 2291.981196994564 50 GTEX 1 50 100 0.5 0.0025 50 7791 -13 2302.246259880126 2291.2754384320046 50 GTEX 1 50 100 0.5 0.0025 50 7791 -14 2299.523100675166 2288.724549500208 50 GTEX 1 50 100 0.5 0.0025 50 7791 -15 2298.5767991309863 2285.7034039515506 50 GTEX 1 50 100 0.5 0.0025 50 7791 -16 2295.9500678136883 2285.677254912518 50 GTEX 1 50 100 0.5 0.0025 50 7791 -17 2294.3531059989637 2282.9941675454493 50 GTEX 1 50 100 0.5 0.0025 50 7791 -18 2292.9658631989328 2281.4475793874763 50 GTEX 1 50 100 0.5 0.0025 50 7791 -19 2291.637856929622 2282.820273047618 50 GTEX 1 50 100 0.5 0.0025 50 7791 -20 2290.035864043767 2288.1150385055253 50 GTEX 1 50 100 0.5 0.0025 50 7791 -21 2289.0006804836453 2279.0112114387775 50 GTEX 1 50 100 0.5 0.0025 50 7791 -22 2288.131842126763 2277.642042500891 50 GTEX 1 50 100 0.5 0.0025 50 7791 -23 2287.108255517109 2276.3675569599573 50 GTEX 1 50 100 0.5 0.0025 50 7791 -24 2286.618608322619 2275.5121861446946 50 GTEX 1 50 100 0.5 0.0025 50 7791 -25 2285.5180916274953 2274.2012990509147 50 GTEX 1 50 100 0.5 0.0025 50 7791 -26 2285.2959872792085 2283.4973822183933 50 GTEX 1 50 100 0.5 0.0025 50 7791 -27 2283.9669370618003 2274.6801924904944 50 GTEX 1 50 100 0.5 0.0025 50 7791 -28 2283.5391099252256 2278.9160193381654 50 GTEX 1 50 100 0.5 0.0025 50 7791 -29 2283.615760746004 2273.3153461412785 50 GTEX 1 50 100 0.5 0.0025 50 7791 -30 2282.611698732893 2272.2828271670032 50 GTEX 1 50 100 0.5 0.0025 50 7791 -31 2281.6688308369285 2268.777019776319 50 GTEX 1 50 100 0.5 0.0025 50 7791 -32 2281.0190134150207 2269.9705337118285 50 GTEX 1 50 100 0.5 0.0025 50 7791 -33 2280.6102157081837 2270.2144148793964 50 GTEX 1 50 100 0.5 0.0025 50 7791 -34 2280.662949103217 2272.4578314371433 50 GTEX 1 50 100 0.5 0.0025 50 7791 -35 2279.682061494864 2273.1975218334123 50 GTEX 1 50 100 0.5 0.0025 50 7791 -36 2280.3470952449134 2269.473582220621 50 GTEX 1 50 100 0.5 0.0025 50 7791 -37 2279.1775017618766 2269.575105268239 50 GTEX 1 50 100 0.5 0.0025 50 7791 -38 2278.1241638563974 2267.078501886288 50 GTEX 1 50 100 0.5 0.0025 50 7791 -39 2278.9140307800285 2268.811816313421 50 GTEX 1 50 100 0.5 0.0025 50 7791 -40 2278.9941382524494 2272.8526708798718 50 GTEX 1 50 100 0.5 0.0025 50 7791 -41 2277.615440477448 2266.2323281175736 50 GTEX 1 50 100 0.5 0.0025 50 7791 -42 2278.7278933462126 2283.0881978894367 50 GTEX 1 50 100 0.5 0.0025 50 7791 -43 2277.848903025394 2272.4994295649653 50 GTEX 1 50 100 0.5 0.0025 50 7791 -44 2278.144184883386 2274.5535837615853 50 GTEX 1 50 100 0.5 0.0025 50 7791 -45 2277.724785433735 2267.0390546095236 50 GTEX 1 50 100 0.5 0.0025 50 7791 -46 2277.185169484707 2266.2881977966076 50 GTEX 1 50 100 0.5 0.0025 50 7791 -47 2276.508420311386 2267.176138178024 50 GTEX 1 50 100 0.5 0.0025 50 7791 -48 2277.335572178769 2265.3364870484793 50 GTEX 1 50 100 0.5 0.0025 50 7791 -49 2276.5658133702104 2266.26205571976 50 GTEX 1 50 100 0.5 0.0025 50 7791 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index e2c6e1ae7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2835.7966396532856 2543.397764952917 50 GTEX 1 50 100 0.0 0.0025 50 5811 -1 2443.8467948077864 2404.8856577129873 50 GTEX 1 50 100 0.0 0.0025 50 5811 -2 2389.784321421616 2374.1158823223623 50 GTEX 1 50 100 0.0 0.0025 50 5811 -3 2365.8636901539558 2353.239374313064 50 GTEX 1 50 100 0.0 0.0025 50 5811 -4 2351.5199048235813 2343.3812803551273 50 GTEX 1 50 100 0.0 0.0025 50 5811 -5 2340.266034600248 2330.7703411842026 50 GTEX 1 50 100 0.0 0.0025 50 5811 -6 2331.150428147405 2328.583885047826 50 GTEX 1 50 100 0.0 0.0025 50 5811 -7 2324.2248252255367 2316.390849182361 50 GTEX 1 50 100 0.0 0.0025 50 5811 -8 2318.809453412801 2314.427695850909 50 GTEX 1 50 100 0.0 0.0025 50 5811 -9 2314.5521378590183 2311.044751997683 50 GTEX 1 50 100 0.0 0.0025 50 5811 -10 2310.6462703038765 2314.047915614603 50 GTEX 1 50 100 0.0 0.0025 50 5811 -11 2307.297705650632 2304.5816255866803 50 GTEX 1 50 100 0.0 0.0025 50 5811 -12 2304.5772956387978 2306.589060736246 50 GTEX 1 50 100 0.0 0.0025 50 5811 -13 2302.413349909554 2296.9021641256236 50 GTEX 1 50 100 0.0 0.0025 50 5811 -14 2299.609722810775 2299.4604640714115 50 GTEX 1 50 100 0.0 0.0025 50 5811 -15 2297.3886471695264 2294.6339594039628 50 GTEX 1 50 100 0.0 0.0025 50 5811 -16 2295.7658914993367 2293.59619140625 50 GTEX 1 50 100 0.0 0.0025 50 5811 -17 2293.8168741582604 2291.542677266516 50 GTEX 1 50 100 0.0 0.0025 50 5811 -18 2291.9931064507796 2289.252368535379 50 GTEX 1 50 100 0.0 0.0025 50 5811 -19 2292.575681066468 2288.455163527804 50 GTEX 1 50 100 0.0 0.0025 50 5811 -20 2290.5769670405257 2290.5582632782794 50 GTEX 1 50 100 0.0 0.0025 50 5811 -21 2289.184361141209 2287.4865759787904 50 GTEX 1 50 100 0.0 0.0025 50 5811 -22 2287.407449633843 2284.660901667954 50 GTEX 1 50 100 0.0 0.0025 50 5811 -23 2285.9173950053473 2283.592609129931 50 GTEX 1 50 100 0.0 0.0025 50 5811 -24 2286.4513556703137 2285.5710323899416 50 GTEX 1 50 100 0.0 0.0025 50 5811 -25 2284.777851063233 2281.571267711799 50 GTEX 1 50 100 0.0 0.0025 50 5811 -26 2284.17888140011 2284.2719364528875 50 GTEX 1 50 100 0.0 0.0025 50 5811 -27 2283.080706799359 2279.3203162131654 50 GTEX 1 50 100 0.0 0.0025 50 5811 -28 2283.1592155336466 2277.9180290889376 50 GTEX 1 50 100 0.0 0.0025 50 5811 -29 2282.12975876936 2281.642803699798 50 GTEX 1 50 100 0.0 0.0025 50 5811 -30 2281.511101525777 2280.6885285468156 50 GTEX 1 50 100 0.0 0.0025 50 5811 -31 2281.4198638506623 2277.1480165198727 50 GTEX 1 50 100 0.0 0.0025 50 5811 -32 2280.597650473355 2286.080474041261 50 GTEX 1 50 100 0.0 0.0025 50 5811 -33 2280.0006273075633 2279.131369935242 50 GTEX 1 50 100 0.0 0.0025 50 5811 -34 2280.452107846252 2276.543096390061 50 GTEX 1 50 100 0.0 0.0025 50 5811 -35 2279.159568605295 2277.3434385582523 50 GTEX 1 50 100 0.0 0.0025 50 5811 -36 2279.5055437741794 2277.2406632456036 50 GTEX 1 50 100 0.0 0.0025 50 5811 -37 2278.386341359707 2273.812774310094 50 GTEX 1 50 100 0.0 0.0025 50 5811 -38 2278.2369483149114 2277.085846063302 50 GTEX 1 50 100 0.0 0.0025 50 5811 -39 2278.1211192291316 2274.6505888152033 50 GTEX 1 50 100 0.0 0.0025 50 5811 -40 2278.0571046133937 2273.6388352542776 50 GTEX 1 50 100 0.0 0.0025 50 5811 -41 2277.812726913844 2273.322120811549 50 GTEX 1 50 100 0.0 0.0025 50 5811 -42 2277.301686816499 2272.904827857652 50 GTEX 1 50 100 0.0 0.0025 50 5811 -43 2277.0977798547337 2279.675916780537 50 GTEX 1 50 100 0.0 0.0025 50 5811 -44 2276.954688072507 2274.507450002228 50 GTEX 1 50 100 0.0 0.0025 50 5811 -45 2276.3171528298135 2274.3487075399535 50 GTEX 1 50 100 0.0 0.0025 50 5811 -46 2275.991194020182 2273.251605944035 50 GTEX 1 50 100 0.0 0.0025 50 5811 -47 2276.337765034544 2275.342733056826 50 GTEX 1 50 100 0.0 0.0025 50 5811 -48 2276.18791689842 2272.8697936779645 50 GTEX 1 50 100 0.0 0.0025 50 5811 -49 2277.1362111273043 2275.8561296934413 50 GTEX 1 50 100 0.0 0.0025 50 5811 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index ed7b79614..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.0025lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2830.7914502143963 2509.7866647234437 50 GTEX 1 50 100 1.0 0.0025 50 3316 -1 2439.5992678050648 2427.791793533151 50 GTEX 1 50 100 1.0 0.0025 50 3316 -2 2391.3947299511215 2380.3308810970175 50 GTEX 1 50 100 1.0 0.0025 50 3316 -3 2364.250642987029 2386.4236150821353 50 GTEX 1 50 100 1.0 0.0025 50 3316 -4 2348.530671948652 2347.4914314066955 50 GTEX 1 50 100 1.0 0.0025 50 3316 -5 2338.9704314679448 2340.7687849037547 50 GTEX 1 50 100 1.0 0.0025 50 3316 -6 2330.5008721702693 2331.93291981048 50 GTEX 1 50 100 1.0 0.0025 50 3316 -7 2323.8525526530893 2332.3870779987524 50 GTEX 1 50 100 1.0 0.0025 50 3316 -8 2318.1193888144344 2319.5081838165397 50 GTEX 1 50 100 1.0 0.0025 50 3316 -9 2313.647896481074 2324.5365644679778 50 GTEX 1 50 100 1.0 0.0025 50 3316 -10 2309.7385829249797 2313.787621791825 50 GTEX 1 50 100 1.0 0.0025 50 3316 -11 2307.0475906077113 2315.543608806886 50 GTEX 1 50 100 1.0 0.0025 50 3316 -12 2303.6985234765957 2313.7051950897103 50 GTEX 1 50 100 1.0 0.0025 50 3316 -13 2300.9909544699267 2305.6903786314756 50 GTEX 1 50 100 1.0 0.0025 50 3316 -14 2298.5704519131423 2304.8351447391874 50 GTEX 1 50 100 1.0 0.0025 50 3316 -15 2296.1771686248117 2304.7772439586797 50 GTEX 1 50 100 1.0 0.0025 50 3316 -16 2294.428822266863 2300.116874665815 50 GTEX 1 50 100 1.0 0.0025 50 3316 -17 2292.968741283455 2298.1411392734076 50 GTEX 1 50 100 1.0 0.0025 50 3316 -18 2292.7444792550355 2299.910313131238 50 GTEX 1 50 100 1.0 0.0025 50 3316 -19 2291.104487468187 2300.6419533849216 50 GTEX 1 50 100 1.0 0.0025 50 3316 -20 2289.521020696069 2295.62720422781 50 GTEX 1 50 100 1.0 0.0025 50 3316 -21 2287.3891897228737 2296.831093211591 50 GTEX 1 50 100 1.0 0.0025 50 3316 -22 2287.0528171563888 2297.8021838982295 50 GTEX 1 50 100 1.0 0.0025 50 3316 -23 2285.911141709565 2291.761080549697 50 GTEX 1 50 100 1.0 0.0025 50 3316 -24 2284.9223221484417 2295.588835625594 50 GTEX 1 50 100 1.0 0.0025 50 3316 -25 2283.694299369273 2295.6010960335966 50 GTEX 1 50 100 1.0 0.0025 50 3316 -26 2283.995163323296 2291.3880016486455 50 GTEX 1 50 100 1.0 0.0025 50 3316 -27 2282.787742949192 2289.6205887595056 50 GTEX 1 50 100 1.0 0.0025 50 3316 -28 2281.6073942296266 2290.299037918845 50 GTEX 1 50 100 1.0 0.0025 50 3316 -29 2280.883557764595 2292.058238214413 50 GTEX 1 50 100 1.0 0.0025 50 3316 -30 2281.2967120418707 2293.188688212928 50 GTEX 1 50 100 1.0 0.0025 50 3316 -31 2281.068178287489 2286.5612138523347 50 GTEX 1 50 100 1.0 0.0025 50 3316 -32 2279.9140955351895 2287.6442564757604 50 GTEX 1 50 100 1.0 0.0025 50 3316 -33 2279.378221175985 2285.045878479236 50 GTEX 1 50 100 1.0 0.0025 50 3316 -34 2279.5101989249665 2287.5864564148646 50 GTEX 1 50 100 1.0 0.0025 50 3316 -35 2278.304984429878 2284.830267496435 50 GTEX 1 50 100 1.0 0.0025 50 3316 -36 2277.853889275947 2288.0122580872744 50 GTEX 1 50 100 1.0 0.0025 50 3316 -37 2277.7315447017436 2284.3490018083116 50 GTEX 1 50 100 1.0 0.0025 50 3316 -38 2277.006489390366 2282.379610358989 50 GTEX 1 50 100 1.0 0.0025 50 3316 -39 2278.515878888714 2284.5893619667895 50 GTEX 1 50 100 1.0 0.0025 50 3316 -40 2277.5206976681334 2283.156748492455 50 GTEX 1 50 100 1.0 0.0025 50 3316 -41 2276.0482878539433 2283.3519649143 50 GTEX 1 50 100 1.0 0.0025 50 3316 -42 2276.3845654539286 2281.799797725315 50 GTEX 1 50 100 1.0 0.0025 50 3316 -43 2276.674389852167 2281.7732142459304 50 GTEX 1 50 100 1.0 0.0025 50 3316 -44 2277.0113437838345 2281.7406191517643 50 GTEX 1 50 100 1.0 0.0025 50 3316 -45 2276.433697497516 2283.44719368242 50 GTEX 1 50 100 1.0 0.0025 50 3316 -46 2275.4302560353563 2282.945897787696 50 GTEX 1 50 100 1.0 0.0025 50 3316 -47 2275.532446900252 2282.812806800291 50 GTEX 1 50 100 1.0 0.0025 50 3316 -48 2275.1584417726544 2284.9257158054597 50 GTEX 1 50 100 1.0 0.0025 50 3316 -49 2275.7904614538907 2280.573988997891 50 GTEX 1 50 100 1.0 0.0025 50 3316 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index b7731e02d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3206.621193474495 2989.0260255762832 100 GTEX 1 100 100 0.5 0.002 50 2004 -1 2542.2029611134813 2580.7488730543014 100 GTEX 1 100 100 0.5 0.002 50 2004 -2 2466.7348476533616 2449.7867380584603 100 GTEX 1 100 100 0.5 0.002 50 2004 -3 2425.511873765242 2443.5309297394842 100 GTEX 1 100 100 0.5 0.002 50 2004 -4 2402.8491542836714 2412.6658986602897 100 GTEX 1 100 100 0.5 0.002 50 2004 -5 2386.84169191542 2385.0382883050142 100 GTEX 1 100 100 0.5 0.002 50 2004 -6 2376.1764955940703 2371.293441250297 100 GTEX 1 100 100 0.5 0.002 50 2004 -7 2363.484543373734 2361.023615731939 100 GTEX 1 100 100 0.5 0.002 50 2004 -8 2356.2331604087717 2348.778775175261 100 GTEX 1 100 100 0.5 0.002 50 2004 -9 2349.841237804058 2344.700282571887 100 GTEX 1 100 100 0.5 0.002 50 2004 -10 2342.0389351301314 2343.8222953303234 100 GTEX 1 100 100 0.5 0.002 50 2004 -11 2337.606627741018 2335.514838737227 100 GTEX 1 100 100 0.5 0.002 50 2004 -12 2334.2237471591284 2334.5153882857057 100 GTEX 1 100 100 0.5 0.002 50 2004 -13 2329.980114621019 2329.5345547172055 100 GTEX 1 100 100 0.5 0.002 50 2004 -14 2327.2286674940337 2322.802646187322 100 GTEX 1 100 100 0.5 0.002 50 2004 -15 2322.8086743393583 2322.938375378743 100 GTEX 1 100 100 0.5 0.002 50 2004 -16 2319.8498440512108 2319.8753146907675 100 GTEX 1 100 100 0.5 0.002 50 2004 -17 2317.233726571578 2316.3147835967206 100 GTEX 1 100 100 0.5 0.002 50 2004 -18 2314.9079849534896 2311.9458917538022 100 GTEX 1 100 100 0.5 0.002 50 2004 -19 2311.399464504991 2310.5426735533506 100 GTEX 1 100 100 0.5 0.002 50 2004 -20 2309.7546946589136 2309.6899711115734 100 GTEX 1 100 100 0.5 0.002 50 2004 -21 2307.9024442223645 2305.31122081452 100 GTEX 1 100 100 0.5 0.002 50 2004 -22 2305.726551694579 2304.4339548553353 100 GTEX 1 100 100 0.5 0.002 50 2004 -23 2304.7129910973645 2309.1902468141043 100 GTEX 1 100 100 0.5 0.002 50 2004 -24 2301.7787716902712 2302.167520385278 100 GTEX 1 100 100 0.5 0.002 50 2004 -25 2301.6857582125326 2302.568667567728 100 GTEX 1 100 100 0.5 0.002 50 2004 -26 2299.8407808817387 2297.567072763189 100 GTEX 1 100 100 0.5 0.002 50 2004 -27 2298.119642084222 2296.9938844165877 100 GTEX 1 100 100 0.5 0.002 50 2004 -28 2296.69448989541 2297.9470038468394 100 GTEX 1 100 100 0.5 0.002 50 2004 -29 2295.7942252992716 2295.8787103805253 100 GTEX 1 100 100 0.5 0.002 50 2004 -30 2294.3915596302454 2293.1826775264376 100 GTEX 1 100 100 0.5 0.002 50 2004 -31 2293.1692185684483 2299.4782009342325 100 GTEX 1 100 100 0.5 0.002 50 2004 -32 2292.586224913887 2292.4419557984793 100 GTEX 1 100 100 0.5 0.002 50 2004 -33 2291.659308424164 2292.407013983781 100 GTEX 1 100 100 0.5 0.002 50 2004 -34 2290.1733673086032 2289.0124799489067 100 GTEX 1 100 100 0.5 0.002 50 2004 -35 2289.2670824940005 2291.0401597403757 100 GTEX 1 100 100 0.5 0.002 50 2004 -36 2289.329216373323 2288.9832805444985 100 GTEX 1 100 100 0.5 0.002 50 2004 -37 2288.325262594943 2289.28677240524 100 GTEX 1 100 100 0.5 0.002 50 2004 -38 2287.1052215921095 2289.660331697065 100 GTEX 1 100 100 0.5 0.002 50 2004 -39 2286.6722984229345 2286.4918143268774 100 GTEX 1 100 100 0.5 0.002 50 2004 -40 2286.204819465396 2289.8325148897934 100 GTEX 1 100 100 0.5 0.002 50 2004 -41 2285.128681786073 2284.399478114603 100 GTEX 1 100 100 0.5 0.002 50 2004 -42 2284.1493600353942 2284.754260857296 100 GTEX 1 100 100 0.5 0.002 50 2004 -43 2284.060851567245 2283.9140355795507 100 GTEX 1 100 100 0.5 0.002 50 2004 -44 2282.884197115432 2285.7277107963996 100 GTEX 1 100 100 0.5 0.002 50 2004 -45 2282.508148061193 2280.7357906443085 100 GTEX 1 100 100 0.5 0.002 50 2004 -46 2281.5455081529094 2281.69736866534 100 GTEX 1 100 100 0.5 0.002 50 2004 -47 2280.4001828205046 2280.0161086397934 100 GTEX 1 100 100 0.5 0.002 50 2004 -48 2280.501578416721 2280.34185164419 100 GTEX 1 100 100 0.5 0.002 50 2004 -49 2280.5755669003593 2280.532162510397 100 GTEX 1 100 100 0.5 0.002 50 2004 -50 2279.6701097707 2281.8694664552636 100 GTEX 1 100 100 0.5 0.002 50 2004 -51 2279.012858219052 2279.13333512803 100 GTEX 1 100 100 0.5 0.002 50 2004 -52 2278.9921704021617 2280.442862739128 100 GTEX 1 100 100 0.5 0.002 50 2004 -53 2278.706789146674 2280.788107288201 100 GTEX 1 100 100 0.5 0.002 50 2004 -54 2277.8661685926277 2276.392830620247 100 GTEX 1 100 100 0.5 0.002 50 2004 -55 2277.0966163765 2276.8646421251187 100 GTEX 1 100 100 0.5 0.002 50 2004 -56 2276.8946749956262 2277.0395554227066 100 GTEX 1 100 100 0.5 0.002 50 2004 -57 2276.501198808608 2278.7268911151377 100 GTEX 1 100 100 0.5 0.002 50 2004 -58 2276.0273773525387 2277.8878586917776 100 GTEX 1 100 100 0.5 0.002 50 2004 -59 2275.28048464609 2275.4335659012595 100 GTEX 1 100 100 0.5 0.002 50 2004 -60 2274.895305707284 2275.1155054360743 100 GTEX 1 100 100 0.5 0.002 50 2004 -61 2275.35836798117 2275.1630339531844 100 GTEX 1 100 100 0.5 0.002 50 2004 -62 2275.145972316666 2280.327781532201 100 GTEX 1 100 100 0.5 0.002 50 2004 -63 2274.742499464629 2273.5946225938687 100 GTEX 1 100 100 0.5 0.002 50 2004 -64 2274.2706260274176 2277.989682041647 100 GTEX 1 100 100 0.5 0.002 50 2004 -65 2274.011247643954 2275.65143588106 100 GTEX 1 100 100 0.5 0.002 50 2004 -66 2273.758942375695 2272.9573013827826 100 GTEX 1 100 100 0.5 0.002 50 2004 -67 2273.372333407742 2277.3362252703187 100 GTEX 1 100 100 0.5 0.002 50 2004 -68 2272.9190568997487 2275.3577226413972 100 GTEX 1 100 100 0.5 0.002 50 2004 -69 2273.0099695096287 2274.067778264615 100 GTEX 1 100 100 0.5 0.002 50 2004 -70 2273.019043200847 2272.5900201253567 100 GTEX 1 100 100 0.5 0.002 50 2004 -71 2272.4146941400472 2273.2219386807865 100 GTEX 1 100 100 0.5 0.002 50 2004 -72 2272.317530142741 2272.0834357548124 100 GTEX 1 100 100 0.5 0.002 50 2004 -73 2271.7979805312616 2271.112448572659 100 GTEX 1 100 100 0.5 0.002 50 2004 -74 2271.490758218722 2272.1132663973385 100 GTEX 1 100 100 0.5 0.002 50 2004 -75 2270.925568958289 2272.527211004337 100 GTEX 1 100 100 0.5 0.002 50 2004 -76 2271.3309207157513 2272.5105054732057 100 GTEX 1 100 100 0.5 0.002 50 2004 -77 2273.29299260445 2272.0353251990255 100 GTEX 1 100 100 0.5 0.002 50 2004 -78 2271.339496300265 2269.9686933742278 100 GTEX 1 100 100 0.5 0.002 50 2004 -79 2269.9965167861055 2269.7226618197483 100 GTEX 1 100 100 0.5 0.002 50 2004 -80 2270.387337624693 2275.5463235949383 100 GTEX 1 100 100 0.5 0.002 50 2004 -81 2270.6266149849475 2274.1227535349335 100 GTEX 1 100 100 0.5 0.002 50 2004 -82 2269.960579760616 2270.878394761466 100 GTEX 1 100 100 0.5 0.002 50 2004 -83 2269.961812352283 2270.313953704254 100 GTEX 1 100 100 0.5 0.002 50 2004 -84 2270.1591500821933 2271.0673345413497 100 GTEX 1 100 100 0.5 0.002 50 2004 -85 2269.8234249770585 2270.2605231107414 100 GTEX 1 100 100 0.5 0.002 50 2004 -86 2270.163653724987 2274.0454110845412 100 GTEX 1 100 100 0.5 0.002 50 2004 -87 2269.505432367451 2269.136097723087 100 GTEX 1 100 100 0.5 0.002 50 2004 -88 2269.450932556842 2268.912154861276 100 GTEX 1 100 100 0.5 0.002 50 2004 -89 2268.909215249972 2270.133245083769 100 GTEX 1 100 100 0.5 0.002 50 2004 -90 2269.8424729230073 2270.977409101711 100 GTEX 1 100 100 0.5 0.002 50 2004 -91 2269.069430091659 2270.351281227721 100 GTEX 1 100 100 0.5 0.002 50 2004 -92 2268.9356129711678 2269.5131121153163 100 GTEX 1 100 100 0.5 0.002 50 2004 -93 2268.4613399825957 2271.2241962853495 100 GTEX 1 100 100 0.5 0.002 50 2004 -94 2268.873719699433 2267.9582658774953 100 GTEX 1 100 100 0.5 0.002 50 2004 -95 2268.519663261816 2268.417615070996 100 GTEX 1 100 100 0.5 0.002 50 2004 -96 2268.8247304730826 2268.9391950600047 100 GTEX 1 100 100 0.5 0.002 50 2004 -97 2268.560840478149 2268.91274896774 100 GTEX 1 100 100 0.5 0.002 50 2004 -98 2267.544967417658 2267.627128572065 100 GTEX 1 100 100 0.5 0.002 50 2004 -99 2267.785473398136 2267.9946938866447 100 GTEX 1 100 100 0.5 0.002 50 2004 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index e01c9d493..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3196.9836478905754 3259.9655938094106 100 GTEX 1 100 100 0.0 0.002 50 7456 -1 2534.1361210735317 2531.699250311906 100 GTEX 1 100 100 0.0 0.002 50 7456 -2 2460.2852137327773 2528.765062455442 100 GTEX 1 100 100 0.0 0.002 50 7456 -3 2422.286992475301 2440.939174637595 100 GTEX 1 100 100 0.0 0.002 50 7456 -4 2397.033739192516 2431.822542255822 100 GTEX 1 100 100 0.0 0.002 50 7456 -5 2382.0409975987723 2412.076926575867 100 GTEX 1 100 100 0.0 0.002 50 7456 -6 2371.8622743859014 2382.0380868657912 100 GTEX 1 100 100 0.0 0.002 50 7456 -7 2360.666414600347 2371.938697495841 100 GTEX 1 100 100 0.0 0.002 50 7456 -8 2354.3557454358315 2366.595750467859 100 GTEX 1 100 100 0.0 0.002 50 7456 -9 2346.614350677229 2364.1830135679065 100 GTEX 1 100 100 0.0 0.002 50 7456 -10 2341.112017093093 2354.3877472968156 100 GTEX 1 100 100 0.0 0.002 50 7456 -11 2336.161530911035 2350.5493359003685 100 GTEX 1 100 100 0.0 0.002 50 7456 -12 2331.9456381583727 2348.0877523095887 100 GTEX 1 100 100 0.0 0.002 50 7456 -13 2328.206266901845 2351.416795389734 100 GTEX 1 100 100 0.0 0.002 50 7456 -14 2324.0321643604098 2339.3215619801567 100 GTEX 1 100 100 0.0 0.002 50 7456 -15 2320.632682783369 2335.682161396447 100 GTEX 1 100 100 0.0 0.002 50 7456 -16 2318.093827030532 2335.9764761689044 100 GTEX 1 100 100 0.0 0.002 50 7456 -17 2314.7494714885424 2333.1591889704137 100 GTEX 1 100 100 0.0 0.002 50 7456 -18 2312.705367756706 2327.7158500178234 100 GTEX 1 100 100 0.0 0.002 50 7456 -19 2310.394805150663 2330.66384249495 100 GTEX 1 100 100 0.0 0.002 50 7456 -20 2307.970034813571 2327.818844871376 100 GTEX 1 100 100 0.0 0.002 50 7456 -21 2305.510870253661 2321.0879621034337 100 GTEX 1 100 100 0.0 0.002 50 7456 -22 2304.483204765155 2322.966045887298 100 GTEX 1 100 100 0.0 0.002 50 7456 -23 2302.1325191547367 2320.778986825689 100 GTEX 1 100 100 0.0 0.002 50 7456 -24 2301.436732454059 2324.3759301479326 100 GTEX 1 100 100 0.0 0.002 50 7456 -25 2299.708534157716 2317.1002508243228 100 GTEX 1 100 100 0.0 0.002 50 7456 -26 2297.8873358194915 2314.803989424905 100 GTEX 1 100 100 0.0 0.002 50 7456 -27 2297.4269647659717 2320.3485251307034 100 GTEX 1 100 100 0.0 0.002 50 7456 -28 2295.1468253002204 2312.546906561906 100 GTEX 1 100 100 0.0 0.002 50 7456 -29 2293.4389248198513 2311.993809224988 100 GTEX 1 100 100 0.0 0.002 50 7456 -30 2292.5960020148113 2315.003141337928 100 GTEX 1 100 100 0.0 0.002 50 7456 -31 2291.48398525697 2308.6130723844462 100 GTEX 1 100 100 0.0 0.002 50 7456 -32 2290.381630918173 2308.2800367232057 100 GTEX 1 100 100 0.0 0.002 50 7456 -33 2289.3945363303533 2308.7476300721837 100 GTEX 1 100 100 0.0 0.002 50 7456 -34 2288.7647376402488 2308.585597745366 100 GTEX 1 100 100 0.0 0.002 50 7456 -35 2287.9716233394206 2304.286896796281 100 GTEX 1 100 100 0.0 0.002 50 7456 -36 2287.253956331451 2304.2124738221837 100 GTEX 1 100 100 0.0 0.002 50 7456 -37 2285.97865380029 2305.3422944391637 100 GTEX 1 100 100 0.0 0.002 50 7456 -38 2285.439777674463 2303.728457142645 100 GTEX 1 100 100 0.0 0.002 50 7456 -39 2284.3382190169636 2302.2095487761408 100 GTEX 1 100 100 0.0 0.002 50 7456 -40 2283.898544935285 2302.6685879203305 100 GTEX 1 100 100 0.0 0.002 50 7456 -41 2283.4776583089615 2301.3533652418014 100 GTEX 1 100 100 0.0 0.002 50 7456 -42 2282.8210779828532 2300.469814750178 100 GTEX 1 100 100 0.0 0.002 50 7456 -43 2281.3551882990337 2299.523792107296 100 GTEX 1 100 100 0.0 0.002 50 7456 -44 2281.582413875378 2298.0939180207342 100 GTEX 1 100 100 0.0 0.002 50 7456 -45 2280.605523602341 2301.266547721602 100 GTEX 1 100 100 0.0 0.002 50 7456 -46 2279.508821298243 2298.5381221408625 100 GTEX 1 100 100 0.0 0.002 50 7456 -47 2279.619334890483 2296.8572612805965 100 GTEX 1 100 100 0.0 0.002 50 7456 -48 2279.917013437302 2295.8240368048955 100 GTEX 1 100 100 0.0 0.002 50 7456 -49 2278.6625249582016 2297.6624036433577 100 GTEX 1 100 100 0.0 0.002 50 7456 -50 2277.6084136527707 2297.126643075689 100 GTEX 1 100 100 0.0 0.002 50 7456 -51 2277.1546038108527 2295.843204164686 100 GTEX 1 100 100 0.0 0.002 50 7456 -52 2276.7034423028676 2294.8684843230158 100 GTEX 1 100 100 0.0 0.002 50 7456 -53 2276.7469160451274 2296.533825080204 100 GTEX 1 100 100 0.0 0.002 50 7456 -54 2275.575083983137 2294.1960644159935 100 GTEX 1 100 100 0.0 0.002 50 7456 -55 2275.4753118047397 2292.7778710194866 100 GTEX 1 100 100 0.0 0.002 50 7456 -56 2275.1690141164704 2294.2941903814162 100 GTEX 1 100 100 0.0 0.002 50 7456 -57 2274.5577821571396 2294.280697666647 100 GTEX 1 100 100 0.0 0.002 50 7456 -58 2275.4584605054893 2292.867832662488 100 GTEX 1 100 100 0.0 0.002 50 7456 -59 2273.901063629953 2294.527996338819 100 GTEX 1 100 100 0.0 0.002 50 7456 -60 2273.6475060159632 2294.0674765699264 100 GTEX 1 100 100 0.0 0.002 50 7456 -61 2273.8973284099125 2292.362747482474 100 GTEX 1 100 100 0.0 0.002 50 7456 -62 2273.498913758607 2290.7270554227066 100 GTEX 1 100 100 0.0 0.002 50 7456 -63 2274.1397447836894 2291.063689141219 100 GTEX 1 100 100 0.0 0.002 50 7456 -64 2271.748910921862 2291.584896885397 100 GTEX 1 100 100 0.0 0.002 50 7456 -65 2272.211664893099 2294.8384624524715 100 GTEX 1 100 100 0.0 0.002 50 7456 -66 2272.127343358013 2289.0337981597554 100 GTEX 1 100 100 0.0 0.002 50 7456 -67 2271.794305089183 2289.320198320164 100 GTEX 1 100 100 0.0 0.002 50 7456 -68 2271.4780077186297 2290.734139213997 100 GTEX 1 100 100 0.0 0.002 50 7456 -69 2271.4752742307573 2288.736962147992 100 GTEX 1 100 100 0.0 0.002 50 7456 -70 2271.3789725782653 2294.1618596646267 100 GTEX 1 100 100 0.0 0.002 50 7456 -71 2270.7480698784266 2290.870929442431 100 GTEX 1 100 100 0.0 0.002 50 7456 -72 2270.268122135403 2292.398801390209 100 GTEX 1 100 100 0.0 0.002 50 7456 -73 2270.127128126403 2292.091575013367 100 GTEX 1 100 100 0.0 0.002 50 7456 -74 2271.1442056432047 2300.179042337512 100 GTEX 1 100 100 0.0 0.002 50 7456 -75 2270.85202344534 2289.0233660215663 100 GTEX 1 100 100 0.0 0.002 50 7456 -76 2269.3803925498605 2289.3630890936906 100 GTEX 1 100 100 0.0 0.002 50 7456 -77 2269.3741911665193 2290.8647665161598 100 GTEX 1 100 100 0.0 0.002 50 7456 -78 2269.464596231069 2294.942186014734 100 GTEX 1 100 100 0.0 0.002 50 7456 -79 2269.4221943401667 2287.3602383109555 100 GTEX 1 100 100 0.0 0.002 50 7456 -80 2268.713211538271 2287.496717561787 100 GTEX 1 100 100 0.0 0.002 50 7456 -81 2268.3139430008105 2286.4612781829255 100 GTEX 1 100 100 0.0 0.002 50 7456 -82 2267.8378657132175 2287.716695691243 100 GTEX 1 100 100 0.0 0.002 50 7456 -83 2269.951550348414 2289.4627086798955 100 GTEX 1 100 100 0.0 0.002 50 7456 -84 2267.965612765891 2285.4958004099335 100 GTEX 1 100 100 0.0 0.002 50 7456 -85 2267.4548955159617 2285.4694879916233 100 GTEX 1 100 100 0.0 0.002 50 7456 -86 2267.7393322641724 2287.0118589219937 100 GTEX 1 100 100 0.0 0.002 50 7456 -87 2267.4720457308117 2286.0699708887832 100 GTEX 1 100 100 0.0 0.002 50 7456 -88 2267.4180661793102 2287.6599046830443 100 GTEX 1 100 100 0.0 0.002 50 7456 -89 2267.266825149615 2286.161143951996 100 GTEX 1 100 100 0.0 0.002 50 7456 -90 2267.6610170474987 2285.594529764734 100 GTEX 1 100 100 0.0 0.002 50 7456 -91 2267.0728808377125 2286.834626752614 100 GTEX 1 100 100 0.0 0.002 50 7456 -92 2266.9713711527543 2284.8437648526615 100 GTEX 1 100 100 0.0 0.002 50 7456 -93 2266.871125624703 2284.5750681365853 100 GTEX 1 100 100 0.0 0.002 50 7456 -94 2266.3971587467486 2285.0508991430015 100 GTEX 1 100 100 0.0 0.002 50 7456 -95 2266.4515503226257 2285.359541164152 100 GTEX 1 100 100 0.0 0.002 50 7456 -96 2266.6658724725116 2289.0839880881654 100 GTEX 1 100 100 0.0 0.002 50 7456 -97 2266.9173769017543 2284.9887064074383 100 GTEX 1 100 100 0.0 0.002 50 7456 -98 2267.4513555155822 2286.3043468170745 100 GTEX 1 100 100 0.0 0.002 50 7456 -99 2265.8709332675758 2284.727443448491 100 GTEX 1 100 100 0.0 0.002 50 7456 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index 4ce9cf072..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3207.3346149319264 3300.663841566659 100 GTEX 1 100 100 1.0 0.002 50 1359 -1 2538.766852253428 2518.329134980989 100 GTEX 1 100 100 1.0 0.002 50 1359 -2 2466.5983633732635 2428.2844479637 100 GTEX 1 100 100 1.0 0.002 50 1359 -3 2427.3409704279093 2391.8864801791233 100 GTEX 1 100 100 1.0 0.002 50 1359 -4 2402.6237574539355 2379.3791670998694 100 GTEX 1 100 100 1.0 0.002 50 1359 -5 2388.073098106622 2372.596027098681 100 GTEX 1 100 100 1.0 0.002 50 1359 -6 2376.506013900259 2349.2791706273765 100 GTEX 1 100 100 1.0 0.002 50 1359 -7 2366.8487207516077 2344.6482843319272 100 GTEX 1 100 100 1.0 0.002 50 1359 -8 2359.8816940486527 2327.316871323966 100 GTEX 1 100 100 1.0 0.002 50 1359 -9 2349.781179829234 2326.540681440114 100 GTEX 1 100 100 1.0 0.002 50 1359 -10 2345.7348848147267 2330.272128609197 100 GTEX 1 100 100 1.0 0.002 50 1359 -11 2341.6545355742314 2316.2375005569747 100 GTEX 1 100 100 1.0 0.002 50 1359 -12 2335.4646488140133 2320.9238485474098 100 GTEX 1 100 100 1.0 0.002 50 1359 -13 2332.2162735728384 2307.885875861454 100 GTEX 1 100 100 1.0 0.002 50 1359 -14 2328.6028315309513 2300.2733353879516 100 GTEX 1 100 100 1.0 0.002 50 1359 -15 2326.10091971928 2303.795920716492 100 GTEX 1 100 100 1.0 0.002 50 1359 -16 2322.8552024311834 2295.8025515016043 100 GTEX 1 100 100 1.0 0.002 50 1359 -17 2318.5086255628103 2294.261727104622 100 GTEX 1 100 100 1.0 0.002 50 1359 -18 2316.8300560757516 2291.9496559752256 100 GTEX 1 100 100 1.0 0.002 50 1359 -19 2313.9017322250565 2287.7699118494534 100 GTEX 1 100 100 1.0 0.002 50 1359 -20 2312.0696191736342 2288.772996561609 100 GTEX 1 100 100 1.0 0.002 50 1359 -21 2310.1204480551687 2288.481115769071 100 GTEX 1 100 100 1.0 0.002 50 1359 -22 2307.8495697895073 2283.8019406858957 100 GTEX 1 100 100 1.0 0.002 50 1359 -23 2306.1955589615986 2280.868431410409 100 GTEX 1 100 100 1.0 0.002 50 1359 -24 2304.7643039018762 2280.038952961621 100 GTEX 1 100 100 1.0 0.002 50 1359 -25 2304.049090472373 2281.8694348933577 100 GTEX 1 100 100 1.0 0.002 50 1359 -26 2302.035260126459 2277.378527507129 100 GTEX 1 100 100 1.0 0.002 50 1359 -27 2300.650275427348 2276.6880708991803 100 GTEX 1 100 100 1.0 0.002 50 1359 -28 2299.0186270245076 2273.3742880005348 100 GTEX 1 100 100 1.0 0.002 50 1359 -29 2298.5023591664217 2276.644361372683 100 GTEX 1 100 100 1.0 0.002 50 1359 -30 2296.640270871019 2271.5733340883435 100 GTEX 1 100 100 1.0 0.002 50 1359 -31 2296.2529536451043 2275.317812611395 100 GTEX 1 100 100 1.0 0.002 50 1359 -32 2294.084352636131 2271.2416695134266 100 GTEX 1 100 100 1.0 0.002 50 1359 -33 2294.1552881627877 2269.879816903814 100 GTEX 1 100 100 1.0 0.002 50 1359 -34 2292.418256705447 2268.002708754159 100 GTEX 1 100 100 1.0 0.002 50 1359 -35 2291.5839152615663 2266.935437336621 100 GTEX 1 100 100 1.0 0.002 50 1359 -36 2290.4297433838847 2266.4024811371196 100 GTEX 1 100 100 1.0 0.002 50 1359 -37 2289.9759483446196 2270.6333054227066 100 GTEX 1 100 100 1.0 0.002 50 1359 -38 2289.361217208255 2264.881527744772 100 GTEX 1 100 100 1.0 0.002 50 1359 -39 2288.698840147643 2270.238414923954 100 GTEX 1 100 100 1.0 0.002 50 1359 -40 2287.9190089587514 2264.1186941168608 100 GTEX 1 100 100 1.0 0.002 50 1359 -41 2287.2141407787 2262.6250974705918 100 GTEX 1 100 100 1.0 0.002 50 1359 -42 2286.4490049367623 2263.7766020452113 100 GTEX 1 100 100 1.0 0.002 50 1359 -43 2285.4400036083402 2261.4297636198908 100 GTEX 1 100 100 1.0 0.002 50 1359 -44 2284.7696623076376 2264.286268343037 100 GTEX 1 100 100 1.0 0.002 50 1359 -45 2284.5092592401566 2260.405504582046 100 GTEX 1 100 100 1.0 0.002 50 1359 -46 2283.863360085734 2266.465122237405 100 GTEX 1 100 100 1.0 0.002 50 1359 -47 2283.634524579006 2259.7123290087334 100 GTEX 1 100 100 1.0 0.002 50 1359 -48 2282.081287945338 2266.0389566747863 100 GTEX 1 100 100 1.0 0.002 50 1359 -49 2282.473599158384 2260.1609499391043 100 GTEX 1 100 100 1.0 0.002 50 1359 -50 2281.211096022491 2257.513916015625 100 GTEX 1 100 100 1.0 0.002 50 1359 -51 2281.0904827655854 2256.6855960744415 100 GTEX 1 100 100 1.0 0.002 50 1359 -52 2280.890069229998 2260.7343490078424 100 GTEX 1 100 100 1.0 0.002 50 1359 -53 2280.471195403482 2259.848966997386 100 GTEX 1 100 100 1.0 0.002 50 1359 -54 2280.412912767087 2257.2895712036598 100 GTEX 1 100 100 1.0 0.002 50 1359 -55 2279.803317764587 2256.286976629337 100 GTEX 1 100 100 1.0 0.002 50 1359 -56 2279.3922160273432 2257.645940396269 100 GTEX 1 100 100 1.0 0.002 50 1359 -57 2278.4522057139684 2254.7883950585197 100 GTEX 1 100 100 1.0 0.002 50 1359 -58 2279.039356309458 2257.0695605840065 100 GTEX 1 100 100 1.0 0.002 50 1359 -59 2277.8805851906623 2254.454088566421 100 GTEX 1 100 100 1.0 0.002 50 1359 -60 2278.4713392264744 2257.727035000297 100 GTEX 1 100 100 1.0 0.002 50 1359 -61 2277.4235611614686 2255.1043612984195 100 GTEX 1 100 100 1.0 0.002 50 1359 -62 2276.901857892878 2255.539173894962 100 GTEX 1 100 100 1.0 0.002 50 1359 -63 2277.7567185478174 2256.6781604607295 100 GTEX 1 100 100 1.0 0.002 50 1359 -64 2276.9644815749775 2254.8705887595056 100 GTEX 1 100 100 1.0 0.002 50 1359 -65 2276.5712768902836 2252.309415287845 100 GTEX 1 100 100 1.0 0.002 50 1359 -66 2275.865964733787 2254.0600975819866 100 GTEX 1 100 100 1.0 0.002 50 1359 -67 2276.2833529051572 2252.2860121346243 100 GTEX 1 100 100 1.0 0.002 50 1359 -68 2276.106688241061 2252.7663982666945 100 GTEX 1 100 100 1.0 0.002 50 1359 -69 2275.996140943128 2251.9742371301686 100 GTEX 1 100 100 1.0 0.002 50 1359 -70 2274.8174183491833 2259.8804778472554 100 GTEX 1 100 100 1.0 0.002 50 1359 -71 2274.5179175286935 2254.0290462363355 100 GTEX 1 100 100 1.0 0.002 50 1359 -72 2274.5392177989165 2251.4055120083767 100 GTEX 1 100 100 1.0 0.002 50 1359 -73 2273.758628941116 2251.144720621435 100 GTEX 1 100 100 1.0 0.002 50 1359 -74 2273.916448615503 2250.8799672870127 100 GTEX 1 100 100 1.0 0.002 50 1359 -75 2273.9527261793846 2251.9813970413497 100 GTEX 1 100 100 1.0 0.002 50 1359 -76 2273.6301932813903 2252.513878883971 100 GTEX 1 100 100 1.0 0.002 50 1359 -77 2273.8872838812617 2249.6512400115853 100 GTEX 1 100 100 1.0 0.002 50 1359 -78 2273.4593532292683 2255.274392711799 100 GTEX 1 100 100 1.0 0.002 50 1359 -79 2273.2430575556045 2249.2905737583174 100 GTEX 1 100 100 1.0 0.002 50 1359 -80 2273.2345724890574 2250.0373832209484 100 GTEX 1 100 100 1.0 0.002 50 1359 -81 2272.452858294355 2252.4145971958174 100 GTEX 1 100 100 1.0 0.002 50 1359 -82 2272.8541254736847 2251.278562596542 100 GTEX 1 100 100 1.0 0.002 50 1359 -83 2272.4332952985947 2253.327374012298 100 GTEX 1 100 100 1.0 0.002 50 1359 -84 2272.051414746826 2249.5878767006297 100 GTEX 1 100 100 1.0 0.002 50 1359 -85 2273.381912529626 2248.1805721616565 100 GTEX 1 100 100 1.0 0.002 50 1359 -86 2271.4584123581835 2248.439795664508 100 GTEX 1 100 100 1.0 0.002 50 1359 -87 2271.770670461166 2247.326264704135 100 GTEX 1 100 100 1.0 0.002 50 1359 -88 2271.657848996019 2247.6234191198314 100 GTEX 1 100 100 1.0 0.002 50 1359 -89 2271.758671131257 2247.8494710595887 100 GTEX 1 100 100 1.0 0.002 50 1359 -90 2270.930066308666 2248.5684057895674 100 GTEX 1 100 100 1.0 0.002 50 1359 -91 2270.927045406907 2247.520816005228 100 GTEX 1 100 100 1.0 0.002 50 1359 -92 2270.8280287311763 2248.8783817653875 100 GTEX 1 100 100 1.0 0.002 50 1359 -93 2270.9384985859597 2248.6442369816423 100 GTEX 1 100 100 1.0 0.002 50 1359 -94 2270.922250301417 2251.4257552578424 100 GTEX 1 100 100 1.0 0.002 50 1359 -95 2270.582489332806 2247.7116003000237 100 GTEX 1 100 100 1.0 0.002 50 1359 -96 2270.5939649221473 2246.733599876723 100 GTEX 1 100 100 1.0 0.002 50 1359 -97 2270.8491077094695 2247.863517036003 100 GTEX 1 100 100 1.0 0.002 50 1359 -98 2271.1380728833133 2247.616439297172 100 GTEX 1 100 100 1.0 0.002 50 1359 -99 2270.1807387204813 2247.4453719106464 100 GTEX 1 100 100 1.0 0.002 50 1359 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index d9b95a713..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3206.918181712214 3205.27083085789 100 GTEX 1 50 100 0.5 0.002 50 2415 -1 2535.9771340784105 2569.143923219166 100 GTEX 1 50 100 0.5 0.002 50 2415 -2 2459.227022284853 2467.2192336397934 100 GTEX 1 50 100 0.5 0.002 50 2415 -3 2425.114975973282 2424.9580328763664 100 GTEX 1 50 100 0.5 0.002 50 2415 -4 2400.9461333767545 2412.9992620083767 100 GTEX 1 50 100 0.5 0.002 50 2415 -5 2385.7162779569 2383.4809004054778 100 GTEX 1 50 100 0.5 0.002 50 2415 -6 2374.4172935530164 2371.774544023289 100 GTEX 1 50 100 0.5 0.002 50 2415 -7 2363.416796838896 2365.4387466952826 100 GTEX 1 50 100 0.5 0.002 50 2415 -8 2354.538087459027 2355.4927119846125 100 GTEX 1 50 100 0.5 0.002 50 2415 -9 2348.2645765388984 2350.812935368643 100 GTEX 1 50 100 0.5 0.002 50 2415 -10 2343.3545121736606 2342.5040037205918 100 GTEX 1 50 100 0.5 0.002 50 2415 -11 2338.9441939454982 2339.972454810777 100 GTEX 1 50 100 0.5 0.002 50 2415 -12 2333.193413969455 2344.2818747400784 100 GTEX 1 50 100 0.5 0.002 50 2415 -13 2328.6785720401294 2333.05170304331 100 GTEX 1 50 100 0.5 0.002 50 2415 -14 2325.9909604786694 2335.228884156666 100 GTEX 1 50 100 0.5 0.002 50 2415 -15 2321.9029178814812 2326.5446610251306 100 GTEX 1 50 100 0.5 0.002 50 2415 -16 2319.0647379600273 2323.278140223978 100 GTEX 1 50 100 0.5 0.002 50 2415 -17 2316.649492872445 2331.9868656056915 100 GTEX 1 50 100 0.5 0.002 50 2415 -18 2314.2253400432505 2317.525877049667 100 GTEX 1 50 100 0.5 0.002 50 2415 -19 2311.9298041933907 2320.428776846186 100 GTEX 1 50 100 0.5 0.002 50 2415 -20 2309.7118630526597 2312.752865635397 100 GTEX 1 50 100 0.5 0.002 50 2415 -21 2307.8074632811677 2312.5814195060007 100 GTEX 1 50 100 0.5 0.002 50 2415 -22 2305.539592146156 2308.7007197971125 100 GTEX 1 50 100 0.5 0.002 50 2415 -23 2303.9552765682356 2307.578911262773 100 GTEX 1 50 100 0.5 0.002 50 2415 -24 2301.7861827650077 2308.0013339546695 100 GTEX 1 50 100 0.5 0.002 50 2415 -25 2299.523374601618 2302.8509461145436 100 GTEX 1 50 100 0.5 0.002 50 2415 -26 2299.057496342146 2303.616168236098 100 GTEX 1 50 100 0.5 0.002 50 2415 -27 2297.3188852302324 2302.839001789746 100 GTEX 1 50 100 0.5 0.002 50 2415 -28 2295.4053520927137 2307.0499327917064 100 GTEX 1 50 100 0.5 0.002 50 2415 -29 2294.9150031647764 2299.5842238741684 100 GTEX 1 50 100 0.5 0.002 50 2415 -30 2293.0600041024495 2300.811918889615 100 GTEX 1 50 100 0.5 0.002 50 2415 -31 2292.7949145252505 2296.341442267704 100 GTEX 1 50 100 0.5 0.002 50 2415 -32 2291.8138701738194 2296.126777677935 100 GTEX 1 50 100 0.5 0.002 50 2415 -33 2290.2028840055837 2297.533054598384 100 GTEX 1 50 100 0.5 0.002 50 2415 -34 2289.677071350233 2293.6678295062975 100 GTEX 1 50 100 0.5 0.002 50 2415 -35 2288.317053234261 2294.7507463462453 100 GTEX 1 50 100 0.5 0.002 50 2415 -36 2287.6901886930837 2292.41109846572 100 GTEX 1 50 100 0.5 0.002 50 2415 -37 2286.2743237508416 2302.755602238296 100 GTEX 1 50 100 0.5 0.002 50 2415 -38 2286.692201905509 2297.14722700808 100 GTEX 1 50 100 0.5 0.002 50 2415 -39 2285.7009993235138 2289.3225793874763 100 GTEX 1 50 100 0.5 0.002 50 2415 -40 2285.024858451562 2289.0814111513782 100 GTEX 1 50 100 0.5 0.002 50 2415 -41 2283.556163484423 2287.803987568322 100 GTEX 1 50 100 0.5 0.002 50 2415 -42 2283.641545498095 2287.225527455145 100 GTEX 1 50 100 0.5 0.002 50 2415 -43 2283.7040796937717 2286.7507147843394 100 GTEX 1 50 100 0.5 0.002 50 2415 -44 2282.095812365487 2288.7221958174905 100 GTEX 1 50 100 0.5 0.002 50 2415 -45 2281.468735429444 2288.0149185702826 100 GTEX 1 50 100 0.5 0.002 50 2415 -46 2280.934619362407 2286.048673100345 100 GTEX 1 50 100 0.5 0.002 50 2415 -47 2280.098581518985 2287.2389876797174 100 GTEX 1 50 100 0.5 0.002 50 2415 -48 2281.1020319297872 2285.515690908686 100 GTEX 1 50 100 0.5 0.002 50 2415 -49 2278.8943746616537 2283.441228946352 100 GTEX 1 50 100 0.5 0.002 50 2415 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index f9f8d0948..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3220.3180023834852 3053.5115470161004 100 GTEX 1 50 100 0.0 0.002 50 9161 -1 2533.3629440641257 2532.0668100567373 100 GTEX 1 50 100 0.0 0.002 50 9161 -2 2461.293340982574 2471.1851644189637 100 GTEX 1 50 100 0.0 0.002 50 9161 -3 2422.369730951719 2407.863870715007 100 GTEX 1 50 100 0.0 0.002 50 9161 -4 2398.818156186663 2392.560881059886 100 GTEX 1 50 100 0.0 0.002 50 9161 -5 2386.1607528433474 2384.4869370841257 100 GTEX 1 50 100 0.0 0.002 50 9161 -6 2373.3127233808063 2366.472234805727 100 GTEX 1 50 100 0.0 0.002 50 9161 -7 2363.8430819722457 2363.4386854280538 100 GTEX 1 50 100 0.0 0.002 50 9161 -8 2356.0909645481097 2362.2267026719937 100 GTEX 1 50 100 0.0 0.002 50 9161 -9 2350.1710604930286 2337.562489788795 100 GTEX 1 50 100 0.0 0.002 50 9161 -10 2344.2464625526914 2331.478726347136 100 GTEX 1 50 100 0.0 0.002 50 9161 -11 2337.8802101213428 2328.416525256951 100 GTEX 1 50 100 0.0 0.002 50 9161 -12 2334.988785700699 2324.7951650873338 100 GTEX 1 50 100 0.0 0.002 50 9161 -13 2330.19338157898 2318.7275214249644 100 GTEX 1 50 100 0.0 0.002 50 9161 -14 2325.971504041382 2320.676906339116 100 GTEX 1 50 100 0.0 0.002 50 9161 -15 2323.6724177467618 2311.8037592086503 100 GTEX 1 50 100 0.0 0.002 50 9161 -16 2319.98087133575 2319.9225350151496 100 GTEX 1 50 100 0.0 0.002 50 9161 -17 2318.353889662776 2317.0323890134864 100 GTEX 1 50 100 0.0 0.002 50 9161 -18 2315.8834657766783 2306.988671132367 100 GTEX 1 50 100 0.0 0.002 50 9161 -19 2312.81004428108 2301.6544583976947 100 GTEX 1 50 100 0.0 0.002 50 9161 -20 2310.774599637227 2307.014369950095 100 GTEX 1 50 100 0.0 0.002 50 9161 -21 2308.9371957977382 2300.4862761406844 100 GTEX 1 50 100 0.0 0.002 50 9161 -22 2307.343926858182 2299.7569436192966 100 GTEX 1 50 100 0.0 0.002 50 9161 -23 2304.608220135157 2294.2600246182865 100 GTEX 1 50 100 0.0 0.002 50 9161 -24 2303.2471155714834 2300.548108699204 100 GTEX 1 50 100 0.0 0.002 50 9161 -25 2302.6857547310724 2293.5232100686194 100 GTEX 1 50 100 0.0 0.002 50 9161 -26 2300.5277065439486 2290.4790651734793 100 GTEX 1 50 100 0.0 0.002 50 9161 -27 2299.086674512245 2288.0752779304303 100 GTEX 1 50 100 0.0 0.002 50 9161 -28 2297.1262328237644 2287.922818144011 100 GTEX 1 50 100 0.0 0.002 50 9161 -29 2296.0103165209575 2288.214565262595 100 GTEX 1 50 100 0.0 0.002 50 9161 -30 2295.2969984500023 2287.665537554955 100 GTEX 1 50 100 0.0 0.002 50 9161 -31 2294.116161113935 2288.0452699842563 100 GTEX 1 50 100 0.0 0.002 50 9161 -32 2292.7283171043987 2286.2008683237286 100 GTEX 1 50 100 0.0 0.002 50 9161 -33 2292.7955920432078 2283.8381356939162 100 GTEX 1 50 100 0.0 0.002 50 9161 -34 2290.621405121491 2281.322578459185 100 GTEX 1 50 100 0.0 0.002 50 9161 -35 2290.2004231289447 2284.0199545508553 100 GTEX 1 50 100 0.0 0.002 50 9161 -36 2289.0187828907738 2280.2798046503685 100 GTEX 1 50 100 0.0 0.002 50 9161 -37 2288.0457081950376 2278.792172276022 100 GTEX 1 50 100 0.0 0.002 50 9161 -38 2288.980969564507 2280.762942237999 100 GTEX 1 50 100 0.0 0.002 50 9161 -39 2287.389558306362 2277.6830998990017 100 GTEX 1 50 100 0.0 0.002 50 9161 -40 2286.5623600710855 2275.4513398957342 100 GTEX 1 50 100 0.0 0.002 50 9161 -41 2285.624266366061 2276.7376221631416 100 GTEX 1 50 100 0.0 0.002 50 9161 -42 2284.6146538995245 2274.3385636362286 100 GTEX 1 50 100 0.0 0.002 50 9161 -43 2284.1344685919676 2274.334392823194 100 GTEX 1 50 100 0.0 0.002 50 9161 -44 2283.4462798559716 2275.1511852423955 100 GTEX 1 50 100 0.0 0.002 50 9161 -45 2282.646560967126 2273.6430367009266 100 GTEX 1 50 100 0.0 0.002 50 9161 -46 2283.1144141945374 2271.8927591418133 100 GTEX 1 50 100 0.0 0.002 50 9161 -47 2282.270881515024 2272.4836073030538 100 GTEX 1 50 100 0.0 0.002 50 9161 -48 2281.4012946699722 2272.7786814178353 100 GTEX 1 50 100 0.0 0.002 50 9161 -49 2280.7242918658235 2273.0897128609195 100 GTEX 1 50 100 0.0 0.002 50 9161 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index d72e92b49..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3197.9995013775238 2990.768679078541 100 GTEX 1 50 100 1.0 0.002 50 7251 -1 2537.43358438874 2569.636156205442 100 GTEX 1 50 100 1.0 0.002 50 7251 -2 2463.860118743068 2454.1336915919082 100 GTEX 1 50 100 1.0 0.002 50 7251 -3 2425.4893843829223 2435.638316339413 100 GTEX 1 50 100 1.0 0.002 50 7251 -4 2399.8024340410275 2410.297574003386 100 GTEX 1 50 100 1.0 0.002 50 7251 -5 2385.072056711595 2392.575095057034 100 GTEX 1 50 100 1.0 0.002 50 7251 -6 2373.4772255505554 2375.0106707090663 100 GTEX 1 50 100 1.0 0.002 50 7251 -7 2362.183281089079 2372.828926115435 100 GTEX 1 50 100 1.0 0.002 50 7251 -8 2356.2429469225335 2360.4983262906962 100 GTEX 1 50 100 1.0 0.002 50 7251 -9 2348.2152727690595 2364.5123592710315 100 GTEX 1 50 100 1.0 0.002 50 7251 -10 2342.7236068949624 2351.12914017942 100 GTEX 1 50 100 1.0 0.002 50 7251 -11 2337.3957427465966 2366.6347517006297 100 GTEX 1 50 100 1.0 0.002 50 7251 -12 2332.551463616213 2340.900825993643 100 GTEX 1 50 100 1.0 0.002 50 7251 -13 2327.916110346508 2336.3309265832936 100 GTEX 1 50 100 1.0 0.002 50 7251 -14 2324.709252318498 2333.8566179746913 100 GTEX 1 50 100 1.0 0.002 50 7251 -15 2321.9095170281057 2333.65214416736 100 GTEX 1 50 100 1.0 0.002 50 7251 -16 2318.375102174412 2328.0714700793133 100 GTEX 1 50 100 1.0 0.002 50 7251 -17 2315.9847025667286 2322.6160828332936 100 GTEX 1 50 100 1.0 0.002 50 7251 -18 2313.602711407678 2325.7713265654706 100 GTEX 1 50 100 1.0 0.002 50 7251 -19 2310.7992614249665 2318.8897561192966 100 GTEX 1 50 100 1.0 0.002 50 7251 -20 2308.858779953968 2316.1483140372507 100 GTEX 1 50 100 1.0 0.002 50 7251 -21 2307.1433402811244 2315.1413852706155 100 GTEX 1 50 100 1.0 0.002 50 7251 -22 2305.3839838695435 2312.824526942728 100 GTEX 1 50 100 1.0 0.002 50 7251 -23 2303.552763825575 2312.363082595651 100 GTEX 1 50 100 1.0 0.002 50 7251 -24 2301.72810991883 2314.7640951758553 100 GTEX 1 50 100 1.0 0.002 50 7251 -25 2299.9073729127745 2307.688766189401 100 GTEX 1 50 100 1.0 0.002 50 7251 -26 2297.614461800283 2307.4376234627493 100 GTEX 1 50 100 1.0 0.002 50 7251 -27 2297.251939328102 2309.0454602839827 100 GTEX 1 50 100 1.0 0.002 50 7251 -28 2296.429829981985 2303.833060725107 100 GTEX 1 50 100 1.0 0.002 50 7251 -29 2294.8777126764767 2321.130428647814 100 GTEX 1 50 100 1.0 0.002 50 7251 -30 2293.8317181248844 2311.7025689534817 100 GTEX 1 50 100 1.0 0.002 50 7251 -31 2292.053886196789 2303.3476998796937 100 GTEX 1 50 100 1.0 0.002 50 7251 -32 2291.594133399036 2300.8678075986218 100 GTEX 1 50 100 1.0 0.002 50 7251 -33 2290.136510739196 2302.0436148407794 100 GTEX 1 50 100 1.0 0.002 50 7251 -34 2289.4684283646484 2299.6547897977066 100 GTEX 1 50 100 1.0 0.002 50 7251 -35 2288.634507197494 2297.9339084407675 100 GTEX 1 50 100 1.0 0.002 50 7251 -36 2287.1878055174802 2296.5476241311194 100 GTEX 1 50 100 1.0 0.002 50 7251 -37 2286.2132099651667 2296.8463622118584 100 GTEX 1 50 100 1.0 0.002 50 7251 -38 2285.6792913613986 2294.1379598755348 100 GTEX 1 50 100 1.0 0.002 50 7251 -39 2285.4259321132786 2294.873426546162 100 GTEX 1 50 100 1.0 0.002 50 7251 -40 2284.5447164430557 2294.0614640268536 100 GTEX 1 50 100 1.0 0.002 50 7251 -41 2283.932718588254 2293.2807710016637 100 GTEX 1 50 100 1.0 0.002 50 7251 -42 2282.5536987652836 2292.93710083472 100 GTEX 1 50 100 1.0 0.002 50 7251 -43 2282.339589551823 2291.3389925068323 100 GTEX 1 50 100 1.0 0.002 50 7251 -44 2281.5648095233773 2292.443160720651 100 GTEX 1 50 100 1.0 0.002 50 7251 -45 2280.918222999754 2290.5502883272934 100 GTEX 1 50 100 1.0 0.002 50 7251 -46 2280.886993862727 2292.6776499004873 100 GTEX 1 50 100 1.0 0.002 50 7251 -47 2279.655172217266 2291.5849340170507 100 GTEX 1 50 100 1.0 0.002 50 7251 -48 2278.8580728822817 2289.8042716254754 100 GTEX 1 50 100 1.0 0.002 50 7251 -49 2278.882855773262 2288.137299860385 100 GTEX 1 50 100 1.0 0.002 50 7251 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 8d2737de7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3466.199691325996 4872.036729703838 150 GTEX 1 100 100 0.5 0.002 50 4477 -1 2598.4151413916434 2778.6045576320403 150 GTEX 1 100 100 0.5 0.002 50 4477 -2 2503.408836699192 2586.6749095844225 150 GTEX 1 100 100 0.5 0.002 50 4477 -3 2462.9011244136705 2468.9760960335966 150 GTEX 1 100 100 0.5 0.002 50 4477 -4 2430.3598203174515 2417.0950797773585 150 GTEX 1 100 100 0.5 0.002 50 4477 -5 2412.7465208091267 2390.626092134773 150 GTEX 1 100 100 0.5 0.002 50 4477 -6 2399.911812496699 2391.093714260783 150 GTEX 1 100 100 0.5 0.002 50 4477 -7 2389.047531345521 2375.8890362293546 150 GTEX 1 100 100 0.5 0.002 50 4477 -8 2381.325750618307 2364.777393413587 150 GTEX 1 100 100 0.5 0.002 50 4477 -9 2371.9468128546446 2362.7721160772635 150 GTEX 1 100 100 0.5 0.002 50 4477 -10 2364.993441496201 2348.9911821604683 150 GTEX 1 100 100 0.5 0.002 50 4477 -11 2360.2395989440292 2342.6809773608306 150 GTEX 1 100 100 0.5 0.002 50 4477 -12 2354.08362601669 2336.400313576818 150 GTEX 1 100 100 0.5 0.002 50 4477 -13 2349.3417140162455 2332.9979470836797 150 GTEX 1 100 100 0.5 0.002 50 4477 -14 2345.769904900947 2324.3232853530476 150 GTEX 1 100 100 0.5 0.002 50 4477 -15 2340.8726502206264 2323.52229245262 150 GTEX 1 100 100 0.5 0.002 50 4477 -16 2338.773862418673 2322.818500939431 150 GTEX 1 100 100 0.5 0.002 50 4477 -17 2335.132380386309 2324.332221549727 150 GTEX 1 100 100 0.5 0.002 50 4477 -18 2331.7019466417473 2312.2557767570697 150 GTEX 1 100 100 0.5 0.002 50 4477 -19 2329.2040503205626 2312.989759089829 150 GTEX 1 100 100 0.5 0.002 50 4477 -20 2326.9452071278024 2308.677732518417 150 GTEX 1 100 100 0.5 0.002 50 4477 -21 2324.3649570444536 2308.7344483350166 150 GTEX 1 100 100 0.5 0.002 50 4477 -22 2321.6917077960366 2307.1606194673836 150 GTEX 1 100 100 0.5 0.002 50 4477 -23 2320.4693029590453 2304.4738031539628 150 GTEX 1 100 100 0.5 0.002 50 4477 -24 2318.0056719434947 2314.469829138694 150 GTEX 1 100 100 0.5 0.002 50 4477 -25 2315.9652421837864 2298.6176247252256 150 GTEX 1 100 100 0.5 0.002 50 4477 -26 2314.0365752416287 2297.6078094366385 150 GTEX 1 100 100 0.5 0.002 50 4477 -27 2313.0366952359595 2295.163777978701 150 GTEX 1 100 100 0.5 0.002 50 4477 -28 2311.7281637912038 2298.576237783686 150 GTEX 1 100 100 0.5 0.002 50 4477 -29 2309.6052539567954 2292.0103657653576 150 GTEX 1 100 100 0.5 0.002 50 4477 -30 2308.728585589457 2294.487493130644 150 GTEX 1 100 100 0.5 0.002 50 4477 -31 2307.203025456025 2290.9822946990853 150 GTEX 1 100 100 0.5 0.002 50 4477 -32 2306.1331604912953 2293.415645700897 150 GTEX 1 100 100 0.5 0.002 50 4477 -33 2304.3734761003684 2287.2094095324383 150 GTEX 1 100 100 0.5 0.002 50 4477 -34 2303.558740255006 2286.6470260330025 150 GTEX 1 100 100 0.5 0.002 50 4477 -35 2302.3917521163153 2284.4926590720056 150 GTEX 1 100 100 0.5 0.002 50 4477 -36 2300.844959717184 2286.3750417731108 150 GTEX 1 100 100 0.5 0.002 50 4477 -37 2299.6916642906776 2282.102054958561 150 GTEX 1 100 100 0.5 0.002 50 4477 -38 2298.917242491599 2283.0783412918845 150 GTEX 1 100 100 0.5 0.002 50 4477 -39 2297.807225510325 2284.2324325503505 150 GTEX 1 100 100 0.5 0.002 50 4477 -40 2297.463523167648 2281.4534067364248 150 GTEX 1 100 100 0.5 0.002 50 4477 -41 2296.388431551087 2283.982371283121 150 GTEX 1 100 100 0.5 0.002 50 4477 -42 2295.0932192707232 2279.0940303439875 150 GTEX 1 100 100 0.5 0.002 50 4477 -43 2295.4570657551394 2282.166351202323 150 GTEX 1 100 100 0.5 0.002 50 4477 -44 2294.49319304888 2276.3031929509266 150 GTEX 1 100 100 0.5 0.002 50 4477 -45 2292.839908324641 2275.8595838655538 150 GTEX 1 100 100 0.5 0.002 50 4477 -46 2292.1215739852087 2276.009577181856 150 GTEX 1 100 100 0.5 0.002 50 4477 -47 2291.4567889919426 2276.0318079031013 150 GTEX 1 100 100 0.5 0.002 50 4477 -48 2290.7881894013417 2275.4055950904526 150 GTEX 1 100 100 0.5 0.002 50 4477 -49 2290.296632948251 2277.621943600731 150 GTEX 1 100 100 0.5 0.002 50 4477 -50 2289.9366711029925 2277.7417279957817 150 GTEX 1 100 100 0.5 0.002 50 4477 -51 2288.8369609719534 2272.4579832127793 150 GTEX 1 100 100 0.5 0.002 50 4477 -52 2287.996080700971 2272.5611581548537 150 GTEX 1 100 100 0.5 0.002 50 4477 -53 2287.288338743093 2271.6433184373514 150 GTEX 1 100 100 0.5 0.002 50 4477 -54 2287.0075451754283 2271.6104402143237 150 GTEX 1 100 100 0.5 0.002 50 4477 -55 2286.4150262455687 2274.1639705991565 150 GTEX 1 100 100 0.5 0.002 50 4477 -56 2286.317286775774 2271.70536357459 150 GTEX 1 100 100 0.5 0.002 50 4477 -57 2285.6924362980453 2270.2061243093513 150 GTEX 1 100 100 0.5 0.002 50 4477 -58 2285.272410495009 2269.398535898883 150 GTEX 1 100 100 0.5 0.002 50 4477 -59 2284.331675212663 2269.0638729429065 150 GTEX 1 100 100 0.5 0.002 50 4477 -60 2284.1729228937525 2273.2582293028163 150 GTEX 1 100 100 0.5 0.002 50 4477 -61 2283.566008099888 2268.7610397048775 150 GTEX 1 100 100 0.5 0.002 50 4477 -62 2283.4484023862497 2270.8509832461978 150 GTEX 1 100 100 0.5 0.002 50 4477 -63 2282.438402523445 2267.1591272390388 150 GTEX 1 100 100 0.5 0.002 50 4477 -64 2282.0561162397175 2271.2135877718038 150 GTEX 1 100 100 0.5 0.002 50 4477 -65 2281.369038450588 2265.3966319733245 150 GTEX 1 100 100 0.5 0.002 50 4477 -66 2281.438786902447 2266.3169933942786 150 GTEX 1 100 100 0.5 0.002 50 4477 -67 2280.85318625307 2266.4575877606644 150 GTEX 1 100 100 0.5 0.002 50 4477 -68 2281.824593613011 2272.09326171875 150 GTEX 1 100 100 0.5 0.002 50 4477 -69 2280.6200702780466 2267.544206626515 150 GTEX 1 100 100 0.5 0.002 50 4477 -70 2279.480374028492 2264.290881951046 150 GTEX 1 100 100 0.5 0.002 50 4477 -71 2279.467711570662 2264.627338830056 150 GTEX 1 100 100 0.5 0.002 50 4477 -72 2279.225103084749 2265.050514830383 150 GTEX 1 100 100 0.5 0.002 50 4477 -73 2278.9558867263836 2264.0477364543726 150 GTEX 1 100 100 0.5 0.002 50 4477 -74 2278.625222890823 2265.6933032133734 150 GTEX 1 100 100 0.5 0.002 50 4477 -75 2278.234418582725 2263.787275075006 150 GTEX 1 100 100 0.5 0.002 50 4477 -76 2278.9688355407684 2263.72348150101 150 GTEX 1 100 100 0.5 0.002 50 4477 -77 2277.6587816405427 2263.0770848495426 150 GTEX 1 100 100 0.5 0.002 50 4477 -78 2277.0985597534113 2262.821199018239 150 GTEX 1 100 100 0.5 0.002 50 4477 -79 2276.829286286203 2260.9111425595593 150 GTEX 1 100 100 0.5 0.002 50 4477 -80 2276.785007037192 2262.015332124079 150 GTEX 1 100 100 0.5 0.002 50 4477 -81 2276.243376122113 2260.5114750735206 150 GTEX 1 100 100 0.5 0.002 50 4477 -82 2277.0848575510245 2262.546092914538 150 GTEX 1 100 100 0.5 0.002 50 4477 -83 2275.6568639748602 2261.0606336702413 150 GTEX 1 100 100 0.5 0.002 50 4477 -84 2276.487243697474 2259.7752058950214 150 GTEX 1 100 100 0.5 0.002 50 4477 -85 2275.710025254255 2263.5284706956986 150 GTEX 1 100 100 0.5 0.002 50 4477 -86 2275.3544929869463 2260.124121836383 150 GTEX 1 100 100 0.5 0.002 50 4477 -87 2274.8478434236195 2259.978837742098 150 GTEX 1 100 100 0.5 0.002 50 4477 -88 2275.7752619657017 2259.830448977394 150 GTEX 1 100 100 0.5 0.002 50 4477 -89 2274.3132603251343 2264.5027723421163 150 GTEX 1 100 100 0.5 0.002 50 4477 -90 2276.1143417543753 2258.4619516582998 150 GTEX 1 100 100 0.5 0.002 50 4477 -91 2273.893782349213 2265.3081727698727 150 GTEX 1 100 100 0.5 0.002 50 4477 -92 2274.4019936698282 2259.090487055905 150 GTEX 1 100 100 0.5 0.002 50 4477 -93 2273.418879345275 2262.1119417255823 150 GTEX 1 100 100 0.5 0.002 50 4477 -94 2273.59928147302 2256.466444124287 150 GTEX 1 100 100 0.5 0.002 50 4477 -95 2273.090763887055 2259.7138049919795 150 GTEX 1 100 100 0.5 0.002 50 4477 -96 2273.0572244272043 2260.4728484063094 150 GTEX 1 100 100 0.5 0.002 50 4477 -97 2272.739555773922 2261.710236640031 150 GTEX 1 100 100 0.5 0.002 50 4477 -98 2272.90341260988 2257.8025505733126 150 GTEX 1 100 100 0.5 0.002 50 4477 -99 2272.360720623077 2257.2304761763307 150 GTEX 1 100 100 0.5 0.002 50 4477 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index 179dd1982..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3480.4209230140304 5000.258826194154 150 GTEX 1 100 100 0.0 0.002 50 2410 -1 2607.3633206033956 2724.3248258525427 150 GTEX 1 100 100 0.0 0.002 50 2410 -2 2506.2609782047175 2511.910960614455 150 GTEX 1 100 100 0.0 0.002 50 2410 -3 2460.072084589066 2462.663624810629 150 GTEX 1 100 100 0.0 0.002 50 2410 -4 2434.5377206678463 2404.14107893447 150 GTEX 1 100 100 0.0 0.002 50 2410 -5 2413.192503219448 2405.1858513545626 150 GTEX 1 100 100 0.0 0.002 50 2410 -6 2400.239831196112 2372.7585203221543 150 GTEX 1 100 100 0.0 0.002 50 2410 -7 2389.2003651046066 2363.738152681648 150 GTEX 1 100 100 0.0 0.002 50 2410 -8 2381.1608084177687 2350.390780024655 150 GTEX 1 100 100 0.0 0.002 50 2410 -9 2372.291293161855 2354.477922910973 150 GTEX 1 100 100 0.0 0.002 50 2410 -10 2366.635526930101 2341.2660510857295 150 GTEX 1 100 100 0.0 0.002 50 2410 -11 2360.9315959333658 2343.8905688383734 150 GTEX 1 100 100 0.0 0.002 50 2410 -12 2356.1691701632562 2331.3229739113 150 GTEX 1 100 100 0.0 0.002 50 2410 -13 2350.032202372798 2324.4082323661773 150 GTEX 1 100 100 0.0 0.002 50 2410 -14 2345.376694233299 2327.192684043043 150 GTEX 1 100 100 0.0 0.002 50 2410 -15 2342.844200191496 2318.0770509669082 150 GTEX 1 100 100 0.0 0.002 50 2410 -16 2338.1226347732586 2317.674938361454 150 GTEX 1 100 100 0.0 0.002 50 2410 -17 2335.326219893363 2313.9423907029764 150 GTEX 1 100 100 0.0 0.002 50 2410 -18 2332.198103754324 2312.7510396863117 150 GTEX 1 100 100 0.0 0.002 50 2410 -19 2329.706578402279 2308.4699479599867 150 GTEX 1 100 100 0.0 0.002 50 2410 -20 2327.358907710666 2304.7432708160054 150 GTEX 1 100 100 0.0 0.002 50 2410 -21 2324.132172891277 2303.135731048004 150 GTEX 1 100 100 0.0 0.002 50 2410 -22 2322.5195207282536 2299.9536555185064 150 GTEX 1 100 100 0.0 0.002 50 2410 -23 2319.832908577988 2300.333036125386 150 GTEX 1 100 100 0.0 0.002 50 2410 -24 2318.1774010316262 2303.4589616318617 150 GTEX 1 100 100 0.0 0.002 50 2410 -25 2316.3545583094565 2294.8325859040815 150 GTEX 1 100 100 0.0 0.002 50 2410 -26 2314.7760685813632 2293.8534320787785 150 GTEX 1 100 100 0.0 0.002 50 2410 -27 2313.2056375569823 2291.839419520853 150 GTEX 1 100 100 0.0 0.002 50 2410 -28 2311.7222489191486 2293.3586291179004 150 GTEX 1 100 100 0.0 0.002 50 2410 -29 2309.795282683227 2288.6239598495426 150 GTEX 1 100 100 0.0 0.002 50 2410 -30 2307.80462730942 2287.3384647732 150 GTEX 1 100 100 0.0 0.002 50 2410 -31 2307.0923107385356 2288.603523979622 150 GTEX 1 100 100 0.0 0.002 50 2410 -32 2305.7210425029048 2284.246095142437 150 GTEX 1 100 100 0.0 0.002 50 2410 -33 2304.5622200132284 2284.7696050491622 150 GTEX 1 100 100 0.0 0.002 50 2410 -34 2303.973711029307 2283.093794557985 150 GTEX 1 100 100 0.0 0.002 50 2410 -35 2302.2911753853436 2282.39718941228 150 GTEX 1 100 100 0.0 0.002 50 2410 -36 2301.1229365256036 2281.284738983038 150 GTEX 1 100 100 0.0 0.002 50 2410 -37 2300.2045994886844 2283.51286379738 150 GTEX 1 100 100 0.0 0.002 50 2410 -38 2299.041899322771 2280.2603188866447 150 GTEX 1 100 100 0.0 0.002 50 2410 -39 2297.849164160703 2278.932361907379 150 GTEX 1 100 100 0.0 0.002 50 2410 -40 2297.3112117307573 2277.7480032453063 150 GTEX 1 100 100 0.0 0.002 50 2410 -41 2296.1487125869385 2276.961895496673 150 GTEX 1 100 100 0.0 0.002 50 2410 -42 2295.2827958457256 2275.1062503713165 150 GTEX 1 100 100 0.0 0.002 50 2410 -43 2295.071573330178 2275.641108175648 150 GTEX 1 100 100 0.0 0.002 50 2410 -44 2293.497075676528 2272.8737602669025 150 GTEX 1 100 100 0.0 0.002 50 2410 -45 2293.014071417696 2276.9950183244714 150 GTEX 1 100 100 0.0 0.002 50 2410 -46 2292.8970925732146 2275.26708984375 150 GTEX 1 100 100 0.0 0.002 50 2410 -47 2292.2157620302764 2273.2237061475166 150 GTEX 1 100 100 0.0 0.002 50 2410 -48 2290.7541231320806 2272.5881097017586 150 GTEX 1 100 100 0.0 0.002 50 2410 -49 2290.4386679009776 2272.7694082513963 150 GTEX 1 100 100 0.0 0.002 50 2410 -50 2290.3220648865795 2270.254591329016 150 GTEX 1 100 100 0.0 0.002 50 2410 -51 2289.2728105792653 2269.392978218572 150 GTEX 1 100 100 0.0 0.002 50 2410 -52 2288.3172014928914 2268.6617232057984 150 GTEX 1 100 100 0.0 0.002 50 2410 -53 2287.5822625736937 2267.4895311943023 150 GTEX 1 100 100 0.0 0.002 50 2410 -54 2287.471906033995 2267.069765736395 150 GTEX 1 100 100 0.0 0.002 50 2410 -55 2287.0091328502544 2268.735578529735 150 GTEX 1 100 100 0.0 0.002 50 2410 -56 2285.7898844598753 2266.4336438777327 150 GTEX 1 100 100 0.0 0.002 50 2410 -57 2285.485763277413 2266.761106077709 150 GTEX 1 100 100 0.0 0.002 50 2410 -58 2284.9799933888357 2265.6652312188094 150 GTEX 1 100 100 0.0 0.002 50 2410 -59 2284.720493773189 2264.364533515031 150 GTEX 1 100 100 0.0 0.002 50 2410 -60 2284.305615218902 2266.1855765803234 150 GTEX 1 100 100 0.0 0.002 50 2410 -61 2283.4851249323306 2265.382755410082 150 GTEX 1 100 100 0.0 0.002 50 2410 -62 2283.274777965358 2265.539367443708 150 GTEX 1 100 100 0.0 0.002 50 2410 -63 2282.908211635236 2263.204092743732 150 GTEX 1 100 100 0.0 0.002 50 2410 -64 2282.123437830094 2264.7184353092325 150 GTEX 1 100 100 0.0 0.002 50 2410 -65 2282.2243014591804 2263.422087578719 150 GTEX 1 100 100 0.0 0.002 50 2410 -66 2281.6913899258197 2268.8347260797887 150 GTEX 1 100 100 0.0 0.002 50 2410 -67 2281.3840236355563 2261.6361042211265 150 GTEX 1 100 100 0.0 0.002 50 2410 -68 2280.796235081814 2262.438823279319 150 GTEX 1 100 100 0.0 0.002 50 2410 -69 2279.943181511063 2261.81731411894 150 GTEX 1 100 100 0.0 0.002 50 2410 -70 2280.6445079886876 2261.230899941332 150 GTEX 1 100 100 0.0 0.002 50 2410 -71 2280.345124764189 2263.585239424905 150 GTEX 1 100 100 0.0 0.002 50 2410 -72 2279.675715875913 2261.4140546095236 150 GTEX 1 100 100 0.0 0.002 50 2410 -73 2279.6767979137644 2262.118058701432 150 GTEX 1 100 100 0.0 0.002 50 2410 -74 2279.785226033937 2264.875843816837 150 GTEX 1 100 100 0.0 0.002 50 2410 -75 2279.1275125054053 2262.972209277715 150 GTEX 1 100 100 0.0 0.002 50 2410 -76 2278.294469362531 2258.8816600262894 150 GTEX 1 100 100 0.0 0.002 50 2410 -77 2277.5058494206023 2258.351672966671 150 GTEX 1 100 100 0.0 0.002 50 2410 -78 2278.1463684294786 2259.6625252495246 150 GTEX 1 100 100 0.0 0.002 50 2410 -79 2277.9194029053224 2258.0799764770973 150 GTEX 1 100 100 0.0 0.002 50 2410 -80 2277.8302228763814 2257.701234534666 150 GTEX 1 100 100 0.0 0.002 50 2410 -81 2276.594964462285 2259.4658593007366 150 GTEX 1 100 100 0.0 0.002 50 2410 -82 2277.127438079521 2256.8342962808933 150 GTEX 1 100 100 0.0 0.002 50 2410 -83 2276.5076772388215 2258.2833047729027 150 GTEX 1 100 100 0.0 0.002 50 2410 -84 2276.477199168823 2254.985751656072 150 GTEX 1 100 100 0.0 0.002 50 2410 -85 2275.4401823233006 2255.423936735088 150 GTEX 1 100 100 0.0 0.002 50 2410 -86 2275.029672821132 2262.481389615019 150 GTEX 1 100 100 0.0 0.002 50 2410 -87 2275.7491252508717 2257.6623052444747 150 GTEX 1 100 100 0.0 0.002 50 2410 -88 2275.6710132225344 2256.171748288231 150 GTEX 1 100 100 0.0 0.002 50 2410 -89 2274.6823222691323 2257.0608091173062 150 GTEX 1 100 100 0.0 0.002 50 2410 -90 2274.5367215661145 2257.9753492232057 150 GTEX 1 100 100 0.0 0.002 50 2410 -91 2274.0865589535524 2255.1406667731108 150 GTEX 1 100 100 0.0 0.002 50 2410 -92 2274.734516218344 2255.546182494653 150 GTEX 1 100 100 0.0 0.002 50 2410 -93 2273.949781096094 2255.1989750735206 150 GTEX 1 100 100 0.0 0.002 50 2410 -94 2273.605673176189 2253.676592112494 150 GTEX 1 100 100 0.0 0.002 50 2410 -95 2273.768142302084 2253.3320173256297 150 GTEX 1 100 100 0.0 0.002 50 2410 -96 2273.8235122714514 2253.074173263724 150 GTEX 1 100 100 0.0 0.002 50 2410 -97 2273.0480300453632 2254.673144438421 150 GTEX 1 100 100 0.0 0.002 50 2410 -98 2273.279085021695 2255.0469636518237 150 GTEX 1 100 100 0.0 0.002 50 2410 -99 2272.870756151508 2253.3359662770317 150 GTEX 1 100 100 0.0 0.002 50 2410 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index 7b0f82194..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3454.438921003139 4183.899226547647 150 GTEX 1 100 100 1.0 0.002 50 8165 -1 2594.3036355316494 2789.96536637803 150 GTEX 1 100 100 1.0 0.002 50 8165 -2 2506.2282949519963 2631.5933007069866 150 GTEX 1 100 100 1.0 0.002 50 8165 -3 2459.8751011170793 2473.1019519182214 150 GTEX 1 100 100 1.0 0.002 50 8165 -4 2432.04259037974 2440.6184286255348 150 GTEX 1 100 100 1.0 0.002 50 8165 -5 2411.540359331056 2450.7018866593394 150 GTEX 1 100 100 1.0 0.002 50 8165 -6 2398.4897507614855 2407.9433273489485 150 GTEX 1 100 100 1.0 0.002 50 8165 -7 2386.2094566673213 2376.580920085254 150 GTEX 1 100 100 1.0 0.002 50 8165 -8 2378.4779231320395 2374.5261792085016 150 GTEX 1 100 100 1.0 0.002 50 8165 -9 2371.5910760579927 2373.0321513709005 150 GTEX 1 100 100 1.0 0.002 50 8165 -10 2364.0309168113577 2360.6955014072896 150 GTEX 1 100 100 1.0 0.002 50 8165 -11 2359.44937270791 2362.5031065270023 150 GTEX 1 100 100 1.0 0.002 50 8165 -12 2353.752955785558 2350.8419059492335 150 GTEX 1 100 100 1.0 0.002 50 8165 -13 2347.8882298069116 2341.702132192401 150 GTEX 1 100 100 1.0 0.002 50 8165 -14 2344.605920463023 2340.0947056759446 150 GTEX 1 100 100 1.0 0.002 50 8165 -15 2341.0482727160384 2336.004535631535 150 GTEX 1 100 100 1.0 0.002 50 8165 -16 2338.122073407131 2331.925608123663 150 GTEX 1 100 100 1.0 0.002 50 8165 -17 2333.9976333033087 2329.9838570134266 150 GTEX 1 100 100 1.0 0.002 50 8165 -18 2331.4198376236614 2330.1108495908093 150 GTEX 1 100 100 1.0 0.002 50 8165 -19 2328.91071444413 2322.7019697414153 150 GTEX 1 100 100 1.0 0.002 50 8165 -20 2325.611165295814 2318.8410078273528 150 GTEX 1 100 100 1.0 0.002 50 8165 -21 2323.9750946905615 2333.9331017555846 150 GTEX 1 100 100 1.0 0.002 50 8165 -22 2321.354798194963 2317.663126318174 150 GTEX 1 100 100 1.0 0.002 50 8165 -23 2319.159513959263 2319.9556026096125 150 GTEX 1 100 100 1.0 0.002 50 8165 -24 2318.29868187788 2315.4811176256535 150 GTEX 1 100 100 1.0 0.002 50 8165 -25 2315.0563257204712 2308.3831773185007 150 GTEX 1 100 100 1.0 0.002 50 8165 -26 2314.04668068294 2309.5298710232 150 GTEX 1 100 100 1.0 0.002 50 8165 -27 2312.0894366770344 2308.2642692304835 150 GTEX 1 100 100 1.0 0.002 50 8165 -28 2309.9272457584984 2305.850287955977 150 GTEX 1 100 100 1.0 0.002 50 8165 -29 2308.381580604625 2304.854138508496 150 GTEX 1 100 100 1.0 0.002 50 8165 -30 2307.542901312825 2305.944688688213 150 GTEX 1 100 100 1.0 0.002 50 8165 -31 2305.999205685498 2302.420509483424 150 GTEX 1 100 100 1.0 0.002 50 8165 -32 2304.81326847433 2301.507417047885 150 GTEX 1 100 100 1.0 0.002 50 8165 -33 2303.6864903765218 2305.989784617841 150 GTEX 1 100 100 1.0 0.002 50 8165 -34 2302.883831252641 2298.5910333553647 150 GTEX 1 100 100 1.0 0.002 50 8165 -35 2301.457179379687 2298.644909992871 150 GTEX 1 100 100 1.0 0.002 50 8165 -36 2300.5468275747744 2296.7140909057152 150 GTEX 1 100 100 1.0 0.002 50 8165 -37 2299.5276612075995 2295.245101406547 150 GTEX 1 100 100 1.0 0.002 50 8165 -38 2297.824883760489 2295.0115934306677 150 GTEX 1 100 100 1.0 0.002 50 8165 -39 2297.469831831543 2295.9950730936607 150 GTEX 1 100 100 1.0 0.002 50 8165 -40 2296.226714162725 2291.5711270756597 150 GTEX 1 100 100 1.0 0.002 50 8165 -41 2294.885147876443 2293.254741712215 150 GTEX 1 100 100 1.0 0.002 50 8165 -42 2294.52970900253 2289.474038011674 150 GTEX 1 100 100 1.0 0.002 50 8165 -43 2293.7928685870984 2289.467957703333 150 GTEX 1 100 100 1.0 0.002 50 8165 -44 2292.6617430222254 2289.3765855216257 150 GTEX 1 100 100 1.0 0.002 50 8165 -45 2292.801760803977 2288.647043670538 150 GTEX 1 100 100 1.0 0.002 50 8165 -46 2291.2392273819582 2292.508811341492 150 GTEX 1 100 100 1.0 0.002 50 8165 -47 2290.4511972767655 2287.113797844136 150 GTEX 1 100 100 1.0 0.002 50 8165 -48 2289.7388310112597 2286.279529876129 150 GTEX 1 100 100 1.0 0.002 50 8165 -49 2289.268485548278 2287.517973577115 150 GTEX 1 100 100 1.0 0.002 50 8165 -50 2289.141734580071 2286.798334738148 150 GTEX 1 100 100 1.0 0.002 50 8165 -51 2288.2535311033143 2283.39805225909 150 GTEX 1 100 100 1.0 0.002 50 8165 -52 2287.916226188875 2283.625596891338 150 GTEX 1 100 100 1.0 0.002 50 8165 -53 2287.608598943823 2283.520615030151 150 GTEX 1 100 100 1.0 0.002 50 8165 -54 2286.3062656588345 2285.276034859197 150 GTEX 1 100 100 1.0 0.002 50 8165 -55 2286.211784784275 2281.995359935688 150 GTEX 1 100 100 1.0 0.002 50 8165 -56 2285.3142374034064 2284.7225917337514 150 GTEX 1 100 100 1.0 0.002 50 8165 -57 2285.7207634703113 2281.140475080947 150 GTEX 1 100 100 1.0 0.002 50 8165 -58 2284.3808762665294 2280.1903619222317 150 GTEX 1 100 100 1.0 0.002 50 8165 -59 2283.399856672149 2281.9672897977066 150 GTEX 1 100 100 1.0 0.002 50 8165 -60 2283.0664645322236 2280.8934966692905 150 GTEX 1 100 100 1.0 0.002 50 8165 -61 2283.0188419724436 2279.594533942045 150 GTEX 1 100 100 1.0 0.002 50 8165 -62 2282.790274692889 2281.1689165354683 150 GTEX 1 100 100 1.0 0.002 50 8165 -63 2281.9443113609696 2278.082228047766 150 GTEX 1 100 100 1.0 0.002 50 8165 -64 2281.8143125513707 2277.7235139912073 150 GTEX 1 100 100 1.0 0.002 50 8165 -65 2280.7399954694597 2277.827765287102 150 GTEX 1 100 100 1.0 0.002 50 8165 -66 2280.1388321253266 2278.9172326149596 150 GTEX 1 100 100 1.0 0.002 50 8165 -67 2279.7694459671175 2278.430034680965 150 GTEX 1 100 100 1.0 0.002 50 8165 -68 2279.555861009997 2276.06425354236 150 GTEX 1 100 100 1.0 0.002 50 8165 -69 2279.373037075334 2278.1546473049843 150 GTEX 1 100 100 1.0 0.002 50 8165 -70 2280.101267426901 2280.0846634201225 150 GTEX 1 100 100 1.0 0.002 50 8165 -71 2279.318873805885 2283.542052062292 150 GTEX 1 100 100 1.0 0.002 50 8165 -72 2279.8036374142166 2275.2091092301866 150 GTEX 1 100 100 1.0 0.002 50 8165 -73 2277.605675213488 2273.8332798018655 150 GTEX 1 100 100 1.0 0.002 50 8165 -74 2277.6487081513 2274.470910133971 150 GTEX 1 100 100 1.0 0.002 50 8165 -75 2277.0221596235606 2274.635695308787 150 GTEX 1 100 100 1.0 0.002 50 8165 -76 2277.4052913605733 2273.9901731077707 150 GTEX 1 100 100 1.0 0.002 50 8165 -77 2276.609018730566 2272.724658110296 150 GTEX 1 100 100 1.0 0.002 50 8165 -78 2276.9584936954107 2275.6448046318023 150 GTEX 1 100 100 1.0 0.002 50 8165 -79 2276.132970506719 2274.1114854703837 150 GTEX 1 100 100 1.0 0.002 50 8165 -80 2276.414202635223 2275.703431800291 150 GTEX 1 100 100 1.0 0.002 50 8165 -81 2275.8704529034244 2271.7461689415995 150 GTEX 1 100 100 1.0 0.002 50 8165 -82 2275.218679029788 2272.9064124509864 150 GTEX 1 100 100 1.0 0.002 50 8165 -83 2274.815157617827 2272.1671597440886 150 GTEX 1 100 100 1.0 0.002 50 8165 -84 2275.256344664773 2272.130490843334 150 GTEX 1 100 100 1.0 0.002 50 8165 -85 2274.3896234741405 2272.9251105595 150 GTEX 1 100 100 1.0 0.002 50 8165 -86 2274.1592449584327 2270.9591821010576 150 GTEX 1 100 100 1.0 0.002 50 8165 -87 2273.8322399828844 2271.3118887201463 150 GTEX 1 100 100 1.0 0.002 50 8165 -88 2273.752506599817 2269.2393316116622 150 GTEX 1 100 100 1.0 0.002 50 8165 -89 2273.5918038379205 2272.7665463291646 150 GTEX 1 100 100 1.0 0.002 50 8165 -90 2273.328882849429 2272.066164894249 150 GTEX 1 100 100 1.0 0.002 50 8165 -91 2273.003415364102 2271.094449003386 150 GTEX 1 100 100 1.0 0.002 50 8165 -92 2273.1917402896656 2269.5515600864424 150 GTEX 1 100 100 1.0 0.002 50 8165 -93 2272.6116637119812 2268.347245016932 150 GTEX 1 100 100 1.0 0.002 50 8165 -94 2271.993030039174 2272.607891590423 150 GTEX 1 100 100 1.0 0.002 50 8165 -95 2273.305470390155 2271.297197581244 150 GTEX 1 100 100 1.0 0.002 50 8165 -96 2272.439822056634 2271.092226673895 150 GTEX 1 100 100 1.0 0.002 50 8165 -97 2271.784624695488 2271.5443440136346 150 GTEX 1 100 100 1.0 0.002 50 8165 -98 2272.9343704766807 2270.029492280329 150 GTEX 1 100 100 1.0 0.002 50 8165 -99 2271.848128439167 2274.2071992707342 150 GTEX 1 100 100 1.0 0.002 50 8165 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index ddddf44e2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3463.1596115175166 4154.587500742633 150 GTEX 1 50 100 0.5 0.002 50 8004 -1 2598.4440299816138 2737.169713473592 150 GTEX 1 50 100 0.5 0.002 50 8004 -2 2500.1945501891437 2536.0049793548005 150 GTEX 1 50 100 0.5 0.002 50 8004 -3 2457.0104665074236 2537.1800625297055 150 GTEX 1 50 100 0.5 0.002 50 8004 -4 2426.237661859535 2426.1439422491385 150 GTEX 1 50 100 0.5 0.002 50 8004 -5 2409.2932396333977 2408.2535005866803 150 GTEX 1 50 100 0.5 0.002 50 8004 -6 2394.15161875524 2398.4733120878386 150 GTEX 1 50 100 0.5 0.002 50 8004 -7 2386.562301737285 2399.2675646647754 150 GTEX 1 50 100 0.5 0.002 50 8004 -8 2377.251274498133 2381.3064999888607 150 GTEX 1 50 100 0.5 0.002 50 8004 -9 2370.2171843744222 2377.5112239707105 150 GTEX 1 50 100 0.5 0.002 50 8004 -10 2363.9539021908754 2365.281483001129 150 GTEX 1 50 100 0.5 0.002 50 8004 -11 2357.3035386438996 2356.5926309447777 150 GTEX 1 50 100 0.5 0.002 50 8004 -12 2353.0238534442424 2359.565384201224 150 GTEX 1 50 100 0.5 0.002 50 8004 -13 2348.3120196874256 2345.663033024893 150 GTEX 1 50 100 0.5 0.002 50 8004 -14 2343.0738664777978 2338.9556258168964 150 GTEX 1 50 100 0.5 0.002 50 8004 -15 2339.6445725633284 2339.0519202634864 150 GTEX 1 50 100 0.5 0.002 50 8004 -16 2335.820123753276 2336.712403736187 150 GTEX 1 50 100 0.5 0.002 50 8004 -17 2332.8046263552424 2331.8971300016337 150 GTEX 1 50 100 0.5 0.002 50 8004 -18 2329.3819167073784 2330.5629251574383 150 GTEX 1 50 100 0.5 0.002 50 8004 -19 2327.093983979919 2325.288896799994 150 GTEX 1 50 100 0.5 0.002 50 8004 -20 2325.2308004944807 2319.5435090155656 150 GTEX 1 50 100 0.5 0.002 50 8004 -21 2322.241878836311 2323.6055253757722 150 GTEX 1 50 100 0.5 0.002 50 8004 -22 2321.2178980995664 2319.6027367885576 150 GTEX 1 50 100 0.5 0.002 50 8004 -23 2318.321298862166 2318.2875902299193 150 GTEX 1 50 100 0.5 0.002 50 8004 -24 2316.654688294289 2316.88693875505 150 GTEX 1 50 100 0.5 0.002 50 8004 -25 2314.491046122592 2314.4295626448134 150 GTEX 1 50 100 0.5 0.002 50 8004 -26 2312.731569922989 2313.1529295018418 150 GTEX 1 50 100 0.5 0.002 50 8004 -27 2311.1771344291355 2309.9922510879574 150 GTEX 1 50 100 0.5 0.002 50 8004 -28 2310.1068376859666 2310.1030695810064 150 GTEX 1 50 100 0.5 0.002 50 8004 -29 2308.6386676456705 2311.3903998893475 150 GTEX 1 50 100 0.5 0.002 50 8004 -30 2306.6536997143035 2305.060421091522 150 GTEX 1 50 100 0.5 0.002 50 8004 -31 2305.9308994607914 2303.443092027091 150 GTEX 1 50 100 0.5 0.002 50 8004 -32 2304.8457179018646 2305.6220039396685 150 GTEX 1 50 100 0.5 0.002 50 8004 -33 2302.62463723184 2299.7513715504692 150 GTEX 1 50 100 0.5 0.002 50 8004 -34 2301.517887020786 2299.888276422885 150 GTEX 1 50 100 0.5 0.002 50 8004 -35 2300.6690169532158 2297.7066436883615 150 GTEX 1 50 100 0.5 0.002 50 8004 -36 2299.211494688375 2299.0341973250356 150 GTEX 1 50 100 0.5 0.002 50 8004 -37 2298.4334356401264 2296.5568123588996 150 GTEX 1 50 100 0.5 0.002 50 8004 -38 2297.6062764487824 2297.1837107147103 150 GTEX 1 50 100 0.5 0.002 50 8004 -39 2296.7333419089005 2294.9896565136346 150 GTEX 1 50 100 0.5 0.002 50 8004 -40 2295.679214743484 2294.6455760419144 150 GTEX 1 50 100 0.5 0.002 50 8004 -41 2294.9438142084427 2296.9337571292776 150 GTEX 1 50 100 0.5 0.002 50 8004 -42 2293.914255553419 2294.2967988801092 150 GTEX 1 50 100 0.5 0.002 50 8004 -43 2292.9144871607873 2292.426261176628 150 GTEX 1 50 100 0.5 0.002 50 8004 -44 2291.5495959546156 2292.5135850797587 150 GTEX 1 50 100 0.5 0.002 50 8004 -45 2291.7386907986706 2290.154367889288 150 GTEX 1 50 100 0.5 0.002 50 8004 -46 2290.2429328161725 2289.4699344997625 150 GTEX 1 50 100 0.5 0.002 50 8004 -47 2289.6148073158733 2287.858057290429 150 GTEX 1 50 100 0.5 0.002 50 8004 -48 2289.108548011349 2287.972677600701 150 GTEX 1 50 100 0.5 0.002 50 8004 -49 2288.025714607114 2287.746636336294 150 GTEX 1 50 100 0.5 0.002 50 8004 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index a723208ea..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3459.538468949707 4859.271898392942 150 GTEX 1 50 100 0.0 0.002 50 6562 -1 2599.0375492252692 2850.1083910111693 150 GTEX 1 50 100 0.0 0.002 50 6562 -2 2509.419680725852 2545.4046426635277 150 GTEX 1 50 100 0.0 0.002 50 6562 -3 2462.2526492107454 2492.816564987821 150 GTEX 1 50 100 0.0 0.002 50 6562 -4 2434.0136892049354 2461.775174797261 150 GTEX 1 50 100 0.0 0.002 50 6562 -5 2411.3566947397867 2424.4511644486693 150 GTEX 1 50 100 0.0 0.002 50 6562 -6 2396.8553017946388 2419.0191181603495 150 GTEX 1 50 100 0.0 0.002 50 6562 -7 2386.73434160377 2433.2198374933164 150 GTEX 1 50 100 0.0 0.002 50 6562 -8 2379.6358438719285 2392.567033310807 150 GTEX 1 50 100 0.0 0.002 50 6562 -9 2370.115661202029 2390.5603315114067 150 GTEX 1 50 100 0.0 0.002 50 6562 -10 2362.374321785751 2392.496766297083 150 GTEX 1 50 100 0.0 0.002 50 6562 -11 2356.9557467716804 2375.167565871554 150 GTEX 1 50 100 0.0 0.002 50 6562 -12 2350.7905736342773 2387.7328934470056 150 GTEX 1 50 100 0.0 0.002 50 6562 -13 2347.4681699371417 2364.2292229830086 150 GTEX 1 50 100 0.0 0.002 50 6562 -14 2343.1893628907073 2366.27517386897 150 GTEX 1 50 100 0.0 0.002 50 6562 -15 2340.162434362869 2362.0735452746258 150 GTEX 1 50 100 0.0 0.002 50 6562 -16 2335.7173885685143 2351.0882484813155 150 GTEX 1 50 100 0.0 0.002 50 6562 -17 2332.902229532315 2348.5021225381715 150 GTEX 1 50 100 0.0 0.002 50 6562 -18 2330.058373799077 2348.8675783106582 150 GTEX 1 50 100 0.0 0.002 50 6562 -19 2326.2581804000906 2342.913210328541 150 GTEX 1 50 100 0.0 0.002 50 6562 -20 2324.2952647859424 2343.393323542954 150 GTEX 1 50 100 0.0 0.002 50 6562 -21 2320.95047091521 2342.038290625743 150 GTEX 1 50 100 0.0 0.002 50 6562 -22 2320.094907985263 2337.24796100805 150 GTEX 1 50 100 0.0 0.002 50 6562 -23 2317.5999910719884 2333.9226292367216 150 GTEX 1 50 100 0.0 0.002 50 6562 -24 2315.6328460509617 2336.32477897383 150 GTEX 1 50 100 0.0 0.002 50 6562 -25 2312.5689348216997 2333.205435053024 150 GTEX 1 50 100 0.0 0.002 50 6562 -26 2312.2396950323327 2337.0710727706155 150 GTEX 1 50 100 0.0 0.002 50 6562 -27 2310.5521386326764 2335.4392581838165 150 GTEX 1 50 100 0.0 0.002 50 6562 -28 2308.198893504245 2330.6173564490255 150 GTEX 1 50 100 0.0 0.002 50 6562 -29 2306.8477620863923 2326.308783121435 150 GTEX 1 50 100 0.0 0.002 50 6562 -30 2305.266859757909 2326.907976157765 150 GTEX 1 50 100 0.0 0.002 50 6562 -31 2303.875938318014 2322.1468037072245 150 GTEX 1 50 100 0.0 0.002 50 6562 -32 2302.9213415113436 2322.8902676078305 150 GTEX 1 50 100 0.0 0.002 50 6562 -33 2301.9716439702966 2320.7539452382366 150 GTEX 1 50 100 0.0 0.002 50 6562 -34 2300.217737230313 2319.912275539152 150 GTEX 1 50 100 0.0 0.002 50 6562 -35 2299.2692224315797 2322.9854666706274 150 GTEX 1 50 100 0.0 0.002 50 6562 -36 2298.504473289618 2317.744287759179 150 GTEX 1 50 100 0.0 0.002 50 6562 -37 2296.713143353227 2316.6535296421994 150 GTEX 1 50 100 0.0 0.002 50 6562 -38 2296.2588004094814 2318.3700935160705 150 GTEX 1 50 100 0.0 0.002 50 6562 -39 2295.337533504542 2316.9242105810363 150 GTEX 1 50 100 0.0 0.002 50 6562 -40 2294.229202891046 2314.243351113207 150 GTEX 1 50 100 0.0 0.002 50 6562 -41 2294.2696432498665 2314.8442962994595 150 GTEX 1 50 100 0.0 0.002 50 6562 -42 2292.789169496879 2315.6928302489305 150 GTEX 1 50 100 0.0 0.002 50 6562 -43 2291.996250750964 2313.1443089242216 150 GTEX 1 50 100 0.0 0.002 50 6562 -44 2291.003878759358 2313.594560398348 150 GTEX 1 50 100 0.0 0.002 50 6562 -45 2290.058102425696 2311.303640851503 150 GTEX 1 50 100 0.0 0.002 50 6562 -46 2289.3269221941596 2316.162339127109 150 GTEX 1 50 100 0.0 0.002 50 6562 -47 2288.5653861305636 2307.7731682955086 150 GTEX 1 50 100 0.0 0.002 50 6562 -48 2287.317661948248 2307.0556584927517 150 GTEX 1 50 100 0.0 0.002 50 6562 -49 2286.762146170167 2310.2738891137415 150 GTEX 1 50 100 0.0 0.002 50 6562 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 27f02e370..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3460.8244957452944 5731.868197480989 150 GTEX 1 50 100 1.0 0.002 50 5356 -1 2602.2459290898237 2762.672460287696 150 GTEX 1 50 100 1.0 0.002 50 5356 -2 2507.9306813150697 2614.4125057554065 150 GTEX 1 50 100 1.0 0.002 50 5356 -3 2460.2327977437662 2501.9607416305253 150 GTEX 1 50 100 1.0 0.002 50 5356 -4 2430.6469444177387 2466.4578314371433 150 GTEX 1 50 100 1.0 0.002 50 5356 -5 2411.934731697525 2456.8074250311906 150 GTEX 1 50 100 1.0 0.002 50 5356 -6 2398.8536957583333 2413.4733589665516 150 GTEX 1 50 100 1.0 0.002 50 5356 -7 2386.412819077123 2405.46934132159 150 GTEX 1 50 100 1.0 0.002 50 5356 -8 2378.7687259495565 2390.827111305846 150 GTEX 1 50 100 1.0 0.002 50 5356 -9 2369.260041408231 2386.8831643224216 150 GTEX 1 50 100 1.0 0.002 50 5356 -10 2363.087526129004 2379.9947477275427 150 GTEX 1 50 100 1.0 0.002 50 5356 -11 2356.4880890476047 2374.731102772992 150 GTEX 1 50 100 1.0 0.002 50 5356 -12 2351.8190101501846 2365.8704416253267 150 GTEX 1 50 100 1.0 0.002 50 5356 -13 2347.5134747727716 2363.594115746792 150 GTEX 1 50 100 1.0 0.002 50 5356 -14 2342.514223209364 2357.546382541439 150 GTEX 1 50 100 1.0 0.002 50 5356 -15 2338.1811261167495 2350.8596530232594 150 GTEX 1 50 100 1.0 0.002 50 5356 -16 2336.167558917655 2356.6472627472967 150 GTEX 1 50 100 1.0 0.002 50 5356 -17 2331.9580711235 2345.723962820075 150 GTEX 1 50 100 1.0 0.002 50 5356 -18 2328.817510053426 2344.278800239128 150 GTEX 1 50 100 1.0 0.002 50 5356 -19 2325.454176297847 2342.812558482355 150 GTEX 1 50 100 1.0 0.002 50 5356 -20 2324.3494149547855 2339.2564168139556 150 GTEX 1 50 100 1.0 0.002 50 5356 -21 2321.8857186683017 2336.1791356307926 150 GTEX 1 50 100 1.0 0.002 50 5356 -22 2318.7347483672725 2332.0676947183933 150 GTEX 1 50 100 1.0 0.002 50 5356 -23 2316.80763333116 2335.5062863890207 150 GTEX 1 50 100 1.0 0.002 50 5356 -24 2315.055112882868 2329.8194162347017 150 GTEX 1 50 100 1.0 0.002 50 5356 -25 2313.3744880706085 2328.4779753594344 150 GTEX 1 50 100 1.0 0.002 50 5356 -26 2311.5956970388916 2325.2350856070284 150 GTEX 1 50 100 1.0 0.002 50 5356 -27 2310.70541868918 2323.0948110370127 150 GTEX 1 50 100 1.0 0.002 50 5356 -28 2307.979964711919 2323.8038227966076 150 GTEX 1 50 100 1.0 0.002 50 5356 -29 2306.551711238298 2325.3703520452113 150 GTEX 1 50 100 1.0 0.002 50 5356 -30 2305.5673775516266 2322.9475278673062 150 GTEX 1 50 100 1.0 0.002 50 5356 -31 2304.4351965369424 2319.829214349899 150 GTEX 1 50 100 1.0 0.002 50 5356 -32 2302.29441414915 2317.7414671459123 150 GTEX 1 50 100 1.0 0.002 50 5356 -33 2301.183865381267 2318.3948900346068 150 GTEX 1 50 100 1.0 0.002 50 5356 -34 2300.3428757666434 2317.130080074412 150 GTEX 1 50 100 1.0 0.002 50 5356 -35 2299.2211838501917 2313.4486896239305 150 GTEX 1 50 100 1.0 0.002 50 5356 -36 2298.1849249056754 2314.551900769368 150 GTEX 1 50 100 1.0 0.002 50 5356 -37 2296.7111204958674 2311.2155794208948 150 GTEX 1 50 100 1.0 0.002 50 5356 -38 2296.19018160122 2311.9165475359437 150 GTEX 1 50 100 1.0 0.002 50 5356 -39 2294.8613764528263 2311.0458079290934 150 GTEX 1 50 100 1.0 0.002 50 5356 -40 2293.9950099585235 2309.6114330219225 150 GTEX 1 50 100 1.0 0.002 50 5356 -41 2292.845768963282 2308.121992336027 150 GTEX 1 50 100 1.0 0.002 50 5356 -42 2292.62820015828 2306.916045794469 150 GTEX 1 50 100 1.0 0.002 50 5356 -43 2290.9255262781653 2305.836552493019 150 GTEX 1 50 100 1.0 0.002 50 5356 -44 2290.6442560341184 2305.56116929435 150 GTEX 1 50 100 1.0 0.002 50 5356 -45 2289.8432577988838 2303.6509383168964 150 GTEX 1 50 100 1.0 0.002 50 5356 -46 2288.985674461493 2306.8734915265563 150 GTEX 1 50 100 1.0 0.002 50 5356 -47 2288.3675444915148 2301.1322053974573 150 GTEX 1 50 100 1.0 0.002 50 5356 -48 2287.7728912975667 2302.986295634803 150 GTEX 1 50 100 1.0 0.002 50 5356 -49 2287.4711548638115 2302.4409903754754 150 GTEX 1 50 100 1.0 0.002 50 5356 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 06cda649a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2912.5780002863567 2528.6862212786655 50 GTEX 1 100 100 0.5 0.002 50 9731 -1 2465.140887012121 2432.982334615613 50 GTEX 1 100 100 0.5 0.002 50 9731 -2 2406.6742312523106 2408.2157065968095 50 GTEX 1 100 100 0.5 0.002 50 9731 -3 2379.2080434007607 2372.551464008288 50 GTEX 1 100 100 0.5 0.002 50 9731 -4 2361.9342466140606 2349.670895652626 50 GTEX 1 100 100 0.5 0.002 50 9731 -5 2350.1354230020647 2337.9150901185244 50 GTEX 1 100 100 0.5 0.002 50 9731 -6 2340.690335404398 2332.548719514912 50 GTEX 1 100 100 0.5 0.002 50 9731 -7 2332.48040213806 2334.5765431915397 50 GTEX 1 100 100 0.5 0.002 50 9731 -8 2327.30368195112 2316.1876991184945 50 GTEX 1 100 100 0.5 0.002 50 9731 -9 2322.1892173398796 2312.5000422372564 50 GTEX 1 100 100 0.5 0.002 50 9731 -10 2317.153343032252 2308.826211791528 50 GTEX 1 100 100 0.5 0.002 50 9731 -11 2313.5486589518196 2303.0136296377436 50 GTEX 1 100 100 0.5 0.002 50 9731 -12 2310.1842850648554 2305.5344145452113 50 GTEX 1 100 100 0.5 0.002 50 9731 -13 2307.5193230070986 2299.1975793874763 50 GTEX 1 100 100 0.5 0.002 50 9731 -14 2304.1837059819636 2295.873645622921 50 GTEX 1 100 100 0.5 0.002 50 9731 -15 2302.013359471965 2294.0526536136526 50 GTEX 1 100 100 0.5 0.002 50 9731 -16 2299.6163596345364 2290.038850849572 50 GTEX 1 100 100 0.5 0.002 50 9731 -17 2297.171093218755 2296.3492789032794 50 GTEX 1 100 100 0.5 0.002 50 9731 -18 2296.0068315018616 2295.0982206511408 50 GTEX 1 100 100 0.5 0.002 50 9731 -19 2294.350925856965 2287.6381617789034 50 GTEX 1 100 100 0.5 0.002 50 9731 -20 2292.815479382122 2295.7495609181915 50 GTEX 1 100 100 0.5 0.002 50 9731 -21 2291.7628659040533 2283.4065294156962 50 GTEX 1 100 100 0.5 0.002 50 9731 -22 2290.365044931984 2287.0957778524535 50 GTEX 1 100 100 0.5 0.002 50 9731 -23 2289.1582408279255 2281.4056920968987 50 GTEX 1 100 100 0.5 0.002 50 9731 -24 2287.797804111486 2283.281541019338 50 GTEX 1 100 100 0.5 0.002 50 9731 -25 2287.056618034191 2285.243692724424 50 GTEX 1 100 100 0.5 0.002 50 9731 -26 2285.839665834486 2279.632618022962 50 GTEX 1 100 100 0.5 0.002 50 9731 -27 2284.8853477251573 2276.5922443114305 50 GTEX 1 100 100 0.5 0.002 50 9731 -28 2284.1538244021585 2278.9761336293964 50 GTEX 1 100 100 0.5 0.002 50 9731 -29 2283.377823954262 2277.494778825303 50 GTEX 1 100 100 0.5 0.002 50 9731 -30 2283.5162028192503 2275.3066712586146 50 GTEX 1 100 100 0.5 0.002 50 9731 -31 2282.5070653528373 2274.8614339502137 50 GTEX 1 100 100 0.5 0.002 50 9731 -32 2281.8050842317393 2274.3956410223086 50 GTEX 1 100 100 0.5 0.002 50 9731 -33 2280.6812910863887 2276.0209965578956 50 GTEX 1 100 100 0.5 0.002 50 9731 -34 2280.481836912309 2276.246535152537 50 GTEX 1 100 100 0.5 0.002 50 9731 -35 2280.4133126192464 2273.741796225196 50 GTEX 1 100 100 0.5 0.002 50 9731 -36 2279.5087847815935 2275.362832885278 50 GTEX 1 100 100 0.5 0.002 50 9731 -37 2279.1958135208156 2272.185718144754 50 GTEX 1 100 100 0.5 0.002 50 9731 -38 2279.538743469296 2270.9031708575926 50 GTEX 1 100 100 0.5 0.002 50 9731 -39 2277.5923882848397 2271.1641530084066 50 GTEX 1 100 100 0.5 0.002 50 9731 -40 2278.112092395789 2271.4460082543665 50 GTEX 1 100 100 0.5 0.002 50 9731 -41 2277.3656337887533 2272.395107718928 50 GTEX 1 100 100 0.5 0.002 50 9731 -42 2277.1138412235427 2268.965231775784 50 GTEX 1 100 100 0.5 0.002 50 9731 -43 2276.553620909516 2274.969256847077 50 GTEX 1 100 100 0.5 0.002 50 9731 -44 2275.822102770025 2272.378828273527 50 GTEX 1 100 100 0.5 0.002 50 9731 -45 2276.3819044835845 2270.259165948788 50 GTEX 1 100 100 0.5 0.002 50 9731 -46 2276.7590484183957 2268.3772348614248 50 GTEX 1 100 100 0.5 0.002 50 9731 -47 2276.0421544235487 2268.616373852632 50 GTEX 1 100 100 0.5 0.002 50 9731 -48 2276.1640752395656 2271.6633588551567 50 GTEX 1 100 100 0.5 0.002 50 9731 -49 2275.7478315918124 2271.3225617499406 50 GTEX 1 100 100 0.5 0.002 50 9731 -50 2276.026444166455 2268.1072501411004 50 GTEX 1 100 100 0.5 0.002 50 9731 -51 2274.638300570815 2269.7378621264556 50 GTEX 1 100 100 0.5 0.002 50 9731 -52 2276.2726953816136 2270.0777444005466 50 GTEX 1 100 100 0.5 0.002 50 9731 -53 2274.442661071436 2267.6007005814818 50 GTEX 1 100 100 0.5 0.002 50 9731 -54 2275.016618918224 2268.9122133436313 50 GTEX 1 100 100 0.5 0.002 50 9731 -55 2273.831619689819 2266.4544343549487 50 GTEX 1 100 100 0.5 0.002 50 9731 -56 2274.554246979227 2266.2908735964234 50 GTEX 1 100 100 0.5 0.002 50 9731 -57 2273.9655721488543 2268.685664303856 50 GTEX 1 100 100 0.5 0.002 50 9731 -58 2273.3647998113925 2268.0863612650014 50 GTEX 1 100 100 0.5 0.002 50 9731 -59 2273.701430276718 2267.340703811936 50 GTEX 1 100 100 0.5 0.002 50 9731 -60 2273.829659240858 2265.992870258288 50 GTEX 1 100 100 0.5 0.002 50 9731 -61 2273.987127571432 2268.2312443374226 50 GTEX 1 100 100 0.5 0.002 50 9731 -62 2273.465263536743 2268.8923437314343 50 GTEX 1 100 100 0.5 0.002 50 9731 -63 2273.937302820406 2271.4844798969225 50 GTEX 1 100 100 0.5 0.002 50 9731 -64 2273.213649119144 2266.2124900672825 50 GTEX 1 100 100 0.5 0.002 50 9731 -65 2273.196930244327 2265.9836035898884 50 GTEX 1 100 100 0.5 0.002 50 9731 -66 2273.3002696558606 2265.6512330494 50 GTEX 1 100 100 0.5 0.002 50 9731 -67 2272.7581283071295 2265.7815679397872 50 GTEX 1 100 100 0.5 0.002 50 9731 -68 2272.6479713969416 2265.373931072511 50 GTEX 1 100 100 0.5 0.002 50 9731 -69 2272.6001906499223 2265.654693719552 50 GTEX 1 100 100 0.5 0.002 50 9731 -70 2272.8972779416326 2266.615483621227 50 GTEX 1 100 100 0.5 0.002 50 9731 -71 2272.9317333349977 2265.9989914114485 50 GTEX 1 100 100 0.5 0.002 50 9731 -72 2272.735128723254 2267.6094037770317 50 GTEX 1 100 100 0.5 0.002 50 9731 -73 2272.504907053779 2270.8662165072483 50 GTEX 1 100 100 0.5 0.002 50 9731 -74 2273.6850513213662 2265.3500897657736 50 GTEX 1 100 100 0.5 0.002 50 9731 -75 2272.6512955467842 2267.661136989811 50 GTEX 1 100 100 0.5 0.002 50 9731 -76 2271.9211194973327 2264.172696537845 50 GTEX 1 100 100 0.5 0.002 50 9731 -77 2272.632127090733 2268.740127157349 50 GTEX 1 100 100 0.5 0.002 50 9731 -78 2272.262829206883 2266.0299587467325 50 GTEX 1 100 100 0.5 0.002 50 9731 -79 2271.7509214264846 2268.0204725374288 50 GTEX 1 100 100 0.5 0.002 50 9731 -80 2273.1794194533477 2269.881745893239 50 GTEX 1 100 100 0.5 0.002 50 9731 -81 2272.542778172286 2279.41917924192 50 GTEX 1 100 100 0.5 0.002 50 9731 -82 2272.3107056295885 2267.019511291736 50 GTEX 1 100 100 0.5 0.002 50 9731 -83 2272.384912542623 2265.169777061549 50 GTEX 1 100 100 0.5 0.002 50 9731 -84 2271.577695697266 2266.3745808764556 50 GTEX 1 100 100 0.5 0.002 50 9731 -85 2271.9978988484672 2267.255838024299 50 GTEX 1 100 100 0.5 0.002 50 9731 -86 2271.9468363480546 2265.56683976206 50 GTEX 1 100 100 0.5 0.002 50 9731 -87 2272.3054709059265 2263.860287510397 50 GTEX 1 100 100 0.5 0.002 50 9731 -88 2271.5542533232215 2265.6018827605158 50 GTEX 1 100 100 0.5 0.002 50 9731 -89 2272.1076551070496 2264.397848034993 50 GTEX 1 100 100 0.5 0.002 50 9731 -90 2271.370800585257 2266.8859598718213 50 GTEX 1 100 100 0.5 0.002 50 9731 -91 2271.447835604518 2268.718824263308 50 GTEX 1 100 100 0.5 0.002 50 9731 -92 2272.231156325509 2264.0539741080975 50 GTEX 1 100 100 0.5 0.002 50 9731 -93 2272.6525054702765 2264.362680181351 50 GTEX 1 100 100 0.5 0.002 50 9731 -94 2271.8072300233293 2265.5811433393237 50 GTEX 1 100 100 0.5 0.002 50 9731 -95 2271.421571261933 2273.2554323609793 50 GTEX 1 100 100 0.5 0.002 50 9731 -96 2272.214917350649 2264.485397048776 50 GTEX 1 100 100 0.5 0.002 50 9731 -97 2271.281805950522 2264.5102102765563 50 GTEX 1 100 100 0.5 0.002 50 9731 -98 2270.860223754225 2268.878890004901 50 GTEX 1 100 100 0.5 0.002 50 9731 -99 2271.0116656770724 2264.135003731731 50 GTEX 1 100 100 0.5 0.002 50 9731 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index cef4f29a2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2902.673365916019 2538.0377266887476 50 GTEX 1 100 100 0.0 0.002 50 6811 -1 2457.4788269191254 2498.1306398340957 50 GTEX 1 100 100 0.0 0.002 50 6811 -2 2404.4432906999727 2421.584542742247 50 GTEX 1 100 100 0.0 0.002 50 6811 -3 2375.177259142779 2382.5936836271685 50 GTEX 1 100 100 0.0 0.002 50 6811 -4 2357.121306660637 2372.182877109078 50 GTEX 1 100 100 0.0 0.002 50 6811 -5 2345.8023020550004 2368.496218141041 50 GTEX 1 100 100 0.0 0.002 50 6811 -6 2337.2802113127755 2351.5303124257366 50 GTEX 1 100 100 0.0 0.002 50 6811 -7 2330.0942955577184 2349.0950166535467 50 GTEX 1 100 100 0.0 0.002 50 6811 -8 2323.670213389273 2349.801948112227 50 GTEX 1 100 100 0.0 0.002 50 6811 -9 2318.037465206028 2337.0023648222136 50 GTEX 1 100 100 0.0 0.002 50 6811 -10 2314.2582162720255 2330.0071951862524 50 GTEX 1 100 100 0.0 0.002 50 6811 -11 2310.137501820675 2331.0586118516812 50 GTEX 1 100 100 0.0 0.002 50 6811 -12 2306.7226497254856 2326.1983187715364 50 GTEX 1 100 100 0.0 0.002 50 6811 -13 2304.2032051767405 2330.301930938837 50 GTEX 1 100 100 0.0 0.002 50 6811 -14 2301.5596829828696 2321.5641500378742 50 GTEX 1 100 100 0.0 0.002 50 6811 -15 2298.3072175932266 2318.5609604287965 50 GTEX 1 100 100 0.0 0.002 50 6811 -16 2296.5300835818666 2315.9470581518835 50 GTEX 1 100 100 0.0 0.002 50 6811 -17 2294.948119665887 2314.5552003809707 50 GTEX 1 100 100 0.0 0.002 50 6811 -18 2293.350226779743 2321.6094887156905 50 GTEX 1 100 100 0.0 0.002 50 6811 -19 2291.6489705502504 2324.92056146774 50 GTEX 1 100 100 0.0 0.002 50 6811 -20 2290.3461035187197 2310.4970466410705 50 GTEX 1 100 100 0.0 0.002 50 6811 -21 2289.516714284447 2309.4982446010576 50 GTEX 1 100 100 0.0 0.002 50 6811 -22 2287.2754995560235 2306.254821081125 50 GTEX 1 100 100 0.0 0.002 50 6811 -23 2286.0440453206697 2305.3619161975703 50 GTEX 1 100 100 0.0 0.002 50 6811 -24 2285.2354609061413 2307.149388534488 50 GTEX 1 100 100 0.0 0.002 50 6811 -25 2284.4914109022625 2307.302924674727 50 GTEX 1 100 100 0.0 0.002 50 6811 -26 2282.704141302724 2307.411305938837 50 GTEX 1 100 100 0.0 0.002 50 6811 -27 2282.012782581104 2305.2162821374463 50 GTEX 1 100 100 0.0 0.002 50 6811 -28 2281.2694146597637 2301.855578752525 50 GTEX 1 100 100 0.0 0.002 50 6811 -29 2281.5730960177457 2303.1920319183696 50 GTEX 1 100 100 0.0 0.002 50 6811 -30 2281.407613700882 2302.9673283217976 50 GTEX 1 100 100 0.0 0.002 50 6811 -31 2279.0176930389775 2300.0818757611987 50 GTEX 1 100 100 0.0 0.002 50 6811 -32 2279.072411098462 2298.2732109969106 50 GTEX 1 100 100 0.0 0.002 50 6811 -33 2278.393105398605 2302.3846960031487 50 GTEX 1 100 100 0.0 0.002 50 6811 -34 2278.072468787548 2296.6644895140207 50 GTEX 1 100 100 0.0 0.002 50 6811 -35 2277.599284825537 2297.726282620158 50 GTEX 1 100 100 0.0 0.002 50 6811 -36 2277.134483188312 2296.48529679331 50 GTEX 1 100 100 0.0 0.002 50 6811 -37 2276.6225496837906 2295.0180111729146 50 GTEX 1 100 100 0.0 0.002 50 6811 -38 2276.853186820419 2301.9330409525014 50 GTEX 1 100 100 0.0 0.002 50 6811 -39 2275.492564916082 2299.54726024091 50 GTEX 1 100 100 0.0 0.002 50 6811 -40 2275.725537583885 2296.8857658589295 50 GTEX 1 100 100 0.0 0.002 50 6811 -41 2274.3519606759005 2293.2063856233663 50 GTEX 1 100 100 0.0 0.002 50 6811 -42 2274.3924323420747 2299.3009163163915 50 GTEX 1 100 100 0.0 0.002 50 6811 -43 2274.120873592768 2296.371410761496 50 GTEX 1 100 100 0.0 0.002 50 6811 -44 2274.3175095376537 2295.8135628935956 50 GTEX 1 100 100 0.0 0.002 50 6811 -45 2274.1400778176 2292.3287585588464 50 GTEX 1 100 100 0.0 0.002 50 6811 -46 2274.2100935940307 2293.213032189431 50 GTEX 1 100 100 0.0 0.002 50 6811 -47 2273.687853793729 2293.3525868695046 50 GTEX 1 100 100 0.0 0.002 50 6811 -48 2273.3104606895167 2293.7768359746315 50 GTEX 1 100 100 0.0 0.002 50 6811 -49 2273.005905356064 2294.1674758272934 50 GTEX 1 100 100 0.0 0.002 50 6811 -50 2273.199626802932 2293.428263036924 50 GTEX 1 100 100 0.0 0.002 50 6811 -51 2272.726870570551 2292.2074257738236 50 GTEX 1 100 100 0.0 0.002 50 6811 -52 2272.5324903282453 2292.712398166439 50 GTEX 1 100 100 0.0 0.002 50 6811 -53 2272.35771730914 2297.863816409963 50 GTEX 1 100 100 0.0 0.002 50 6811 -54 2272.705841132148 2291.81427071575 50 GTEX 1 100 100 0.0 0.002 50 6811 -55 2271.875136576397 2291.8688500698076 50 GTEX 1 100 100 0.0 0.002 50 6811 -56 2271.453847261169 2291.844908043459 50 GTEX 1 100 100 0.0 0.002 50 6811 -57 2271.3413027139504 2292.5136022531487 50 GTEX 1 100 100 0.0 0.002 50 6811 -58 2271.235398961937 2290.995093051925 50 GTEX 1 100 100 0.0 0.002 50 6811 -59 2272.5592046560173 2290.9613009260634 50 GTEX 1 100 100 0.0 0.002 50 6811 -60 2270.9651613881197 2291.5136909049725 50 GTEX 1 100 100 0.0 0.002 50 6811 -61 2271.252007564723 2291.5822252628923 50 GTEX 1 100 100 0.0 0.002 50 6811 -62 2270.799731602623 2290.240788564936 50 GTEX 1 100 100 0.0 0.002 50 6811 -63 2271.4957336380653 2291.2384135315174 50 GTEX 1 100 100 0.0 0.002 50 6811 -64 2270.888351219615 2293.6265497824083 50 GTEX 1 100 100 0.0 0.002 50 6811 -65 2270.764038073043 2291.830663412696 50 GTEX 1 100 100 0.0 0.002 50 6811 -66 2271.0536468528426 2290.971334363118 50 GTEX 1 100 100 0.0 0.002 50 6811 -67 2271.3066034636354 2300.5109171704194 50 GTEX 1 100 100 0.0 0.002 50 6811 -68 2270.854057649681 2290.2834751143655 50 GTEX 1 100 100 0.0 0.002 50 6811 -69 2270.473508124645 2291.1249735436963 50 GTEX 1 100 100 0.0 0.002 50 6811 -70 2270.1582285267655 2290.8548282289685 50 GTEX 1 100 100 0.0 0.002 50 6811 -71 2270.1376591568905 2289.7681652692786 50 GTEX 1 100 100 0.0 0.002 50 6811 -72 2270.996198219597 2289.130964736068 50 GTEX 1 100 100 0.0 0.002 50 6811 -73 2270.396900628705 2288.9869482236218 50 GTEX 1 100 100 0.0 0.002 50 6811 -74 2271.0778636068053 2289.0221536730633 50 GTEX 1 100 100 0.0 0.002 50 6811 -75 2270.3573375462956 2290.3068170003567 50 GTEX 1 100 100 0.0 0.002 50 6811 -76 2269.8686280766824 2290.456094604028 50 GTEX 1 100 100 0.0 0.002 50 6811 -77 2270.1114385259734 2293.1385428425024 50 GTEX 1 100 100 0.0 0.002 50 6811 -78 2269.5880733887698 2289.9698648779113 50 GTEX 1 100 100 0.0 0.002 50 6811 -79 2270.057641815608 2293.6553969002493 50 GTEX 1 100 100 0.0 0.002 50 6811 -80 2270.058899396423 2293.6826139384802 50 GTEX 1 100 100 0.0 0.002 50 6811 -81 2269.9918371619424 2288.689609077947 50 GTEX 1 100 100 0.0 0.002 50 6811 -82 2270.2390140844927 2292.355222752792 50 GTEX 1 100 100 0.0 0.002 50 6811 -83 2269.808387209146 2293.4130571604683 50 GTEX 1 100 100 0.0 0.002 50 6811 -84 2269.7642963200296 2291.260397791409 50 GTEX 1 100 100 0.0 0.002 50 6811 -85 2269.358482714627 2287.59890433772 50 GTEX 1 100 100 0.0 0.002 50 6811 -86 2269.403971629245 2289.1482880450926 50 GTEX 1 100 100 0.0 0.002 50 6811 -87 2269.4245820029855 2292.301616248069 50 GTEX 1 100 100 0.0 0.002 50 6811 -88 2269.9801124289884 2290.1270269241622 50 GTEX 1 100 100 0.0 0.002 50 6811 -89 2269.2553356344324 2289.623548152329 50 GTEX 1 100 100 0.0 0.002 50 6811 -90 2269.481889907871 2289.9738848436014 50 GTEX 1 100 100 0.0 0.002 50 6811 -91 2269.1476199499743 2288.9700296496258 50 GTEX 1 100 100 0.0 0.002 50 6811 -92 2270.1627817352382 2292.8407882864485 50 GTEX 1 100 100 0.0 0.002 50 6811 -93 2269.4593823188034 2289.330660627822 50 GTEX 1 100 100 0.0 0.002 50 6811 -94 2269.1271586600988 2290.306446147962 50 GTEX 1 100 100 0.0 0.002 50 6811 -95 2268.665906719765 2287.7748693894073 50 GTEX 1 100 100 0.0 0.002 50 6811 -96 2268.254352676361 2289.1621845665995 50 GTEX 1 100 100 0.0 0.002 50 6811 -97 2268.6995083301285 2289.3701250779764 50 GTEX 1 100 100 0.0 0.002 50 6811 -98 2269.0186047173734 2288.2833340140805 50 GTEX 1 100 100 0.0 0.002 50 6811 -99 2269.292428994715 2289.874641679539 50 GTEX 1 100 100 0.0 0.002 50 6811 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index c9952f44f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2907.888395266534 2583.587025457462 50 GTEX 1 100 100 1.0 0.002 50 5350 -1 2461.246271484994 2433.4447448498395 50 GTEX 1 100 100 1.0 0.002 50 5350 -2 2403.0746165390715 2460.4772958501662 50 GTEX 1 100 100 1.0 0.002 50 5350 -3 2377.7055720539524 2367.3220502614067 50 GTEX 1 100 100 1.0 0.002 50 5350 -4 2359.188245780367 2353.638786054836 50 GTEX 1 100 100 1.0 0.002 50 5350 -5 2347.854102315527 2346.2065397197302 50 GTEX 1 100 100 1.0 0.002 50 5350 -6 2339.2228453319753 2335.3743483394724 50 GTEX 1 100 100 1.0 0.002 50 5350 -7 2331.6806125626767 2328.0076505131597 50 GTEX 1 100 100 1.0 0.002 50 5350 -8 2326.1424524313898 2325.3069581006416 50 GTEX 1 100 100 1.0 0.002 50 5350 -9 2321.0677622143035 2320.89358903428 50 GTEX 1 100 100 1.0 0.002 50 5350 -10 2316.118630655542 2323.0862995336265 50 GTEX 1 100 100 1.0 0.002 50 5350 -11 2312.7831535593214 2312.55271720161 50 GTEX 1 100 100 1.0 0.002 50 5350 -12 2308.8746766883896 2311.573626035973 50 GTEX 1 100 100 1.0 0.002 50 5350 -13 2306.0974085763373 2306.78188959274 50 GTEX 1 100 100 1.0 0.002 50 5350 -14 2303.5145255806356 2307.7873479458767 50 GTEX 1 100 100 1.0 0.002 50 5350 -15 2301.2484443546086 2306.3141170835315 50 GTEX 1 100 100 1.0 0.002 50 5350 -16 2299.4586473954346 2300.64252335581 50 GTEX 1 100 100 1.0 0.002 50 5350 -17 2297.308335322494 2301.753676497891 50 GTEX 1 100 100 1.0 0.002 50 5350 -18 2294.8712247560607 2296.8891220963046 50 GTEX 1 100 100 1.0 0.002 50 5350 -19 2293.7524696189726 2295.384230465037 50 GTEX 1 100 100 1.0 0.002 50 5350 -20 2292.450424882569 2297.1261826431796 50 GTEX 1 100 100 1.0 0.002 50 5350 -21 2290.793536228024 2296.443045148378 50 GTEX 1 100 100 1.0 0.002 50 5350 -22 2289.6313858491585 2290.0137651682808 50 GTEX 1 100 100 1.0 0.002 50 5350 -23 2288.143947344641 2292.6516577426924 50 GTEX 1 100 100 1.0 0.002 50 5350 -24 2287.8978764691246 2289.8871652581392 50 GTEX 1 100 100 1.0 0.002 50 5350 -25 2285.587687075623 2287.4175607659517 50 GTEX 1 100 100 1.0 0.002 50 5350 -26 2285.933734194686 2290.4355199545507 50 GTEX 1 100 100 1.0 0.002 50 5350 -27 2285.023963871004 2290.9268214004574 50 GTEX 1 100 100 1.0 0.002 50 5350 -28 2283.933691385619 2284.1403256260396 50 GTEX 1 100 100 1.0 0.002 50 5350 -29 2282.515122715543 2287.9851009238355 50 GTEX 1 100 100 1.0 0.002 50 5350 -30 2281.825680550696 2284.590170972701 50 GTEX 1 100 100 1.0 0.002 50 5350 -31 2281.2602268798028 2285.0463101347136 50 GTEX 1 100 100 1.0 0.002 50 5350 -32 2281.358026256503 2284.725546020972 50 GTEX 1 100 100 1.0 0.002 50 5350 -33 2280.6317841024247 2287.3729572948846 50 GTEX 1 100 100 1.0 0.002 50 5350 -34 2279.3514692226536 2280.8433007069866 50 GTEX 1 100 100 1.0 0.002 50 5350 -35 2279.537998978359 2281.6497259683933 50 GTEX 1 100 100 1.0 0.002 50 5350 -36 2278.8021007492307 2285.4548344485206 50 GTEX 1 100 100 1.0 0.002 50 5350 -37 2278.5698656868103 2282.7696389317966 50 GTEX 1 100 100 1.0 0.002 50 5350 -38 2277.9930060815695 2284.6432200384684 50 GTEX 1 100 100 1.0 0.002 50 5350 -39 2277.573461081091 2279.3407553321053 50 GTEX 1 100 100 1.0 0.002 50 5350 -40 2276.635390843687 2280.014757047588 50 GTEX 1 100 100 1.0 0.002 50 5350 -41 2276.765980469988 2279.531997738682 50 GTEX 1 100 100 1.0 0.002 50 5350 -42 2275.8390375727445 2279.0855053803766 50 GTEX 1 100 100 1.0 0.002 50 5350 -43 2276.3758770443133 2285.108914103345 50 GTEX 1 100 100 1.0 0.002 50 5350 -44 2276.8623834200794 2280.407993331155 50 GTEX 1 100 100 1.0 0.002 50 5350 -45 2275.9118213163983 2279.3927071574976 50 GTEX 1 100 100 1.0 0.002 50 5350 -46 2275.2190724605866 2278.1117217205324 50 GTEX 1 100 100 1.0 0.002 50 5350 -47 2274.5012271760625 2276.953667122148 50 GTEX 1 100 100 1.0 0.002 50 5350 -48 2275.017672588622 2277.3180177637832 50 GTEX 1 100 100 1.0 0.002 50 5350 -49 2274.9557566487124 2278.452551315946 50 GTEX 1 100 100 1.0 0.002 50 5350 -50 2274.3318271590624 2287.1119110919676 50 GTEX 1 100 100 1.0 0.002 50 5350 -51 2274.4029610773773 2276.322115705947 50 GTEX 1 100 100 1.0 0.002 50 5350 -52 2274.640966802033 2282.5662781457936 50 GTEX 1 100 100 1.0 0.002 50 5350 -53 2273.697516805911 2275.645252532379 50 GTEX 1 100 100 1.0 0.002 50 5350 -54 2273.520012465175 2275.844449931678 50 GTEX 1 100 100 1.0 0.002 50 5350 -55 2273.1219661265777 2277.286227034072 50 GTEX 1 100 100 1.0 0.002 50 5350 -56 2273.9411205381607 2276.549433835106 50 GTEX 1 100 100 1.0 0.002 50 5350 -57 2273.5753980108534 2275.5171116585966 50 GTEX 1 100 100 1.0 0.002 50 5350 -58 2273.1152444067634 2274.3331906858957 50 GTEX 1 100 100 1.0 0.002 50 5350 -59 2273.102545922266 2274.4589393528695 50 GTEX 1 100 100 1.0 0.002 50 5350 -60 2273.4193357260338 2274.808421551955 50 GTEX 1 100 100 1.0 0.002 50 5350 -61 2272.7033206580672 2279.89950317847 50 GTEX 1 100 100 1.0 0.002 50 5350 -62 2272.226406917409 2277.9151662384147 50 GTEX 1 100 100 1.0 0.002 50 5350 -63 2272.319685991883 2275.2468591262177 50 GTEX 1 100 100 1.0 0.002 50 5350 -64 2272.5700145127894 2275.537792133288 50 GTEX 1 100 100 1.0 0.002 50 5350 -65 2272.4790863265985 2280.180341945402 50 GTEX 1 100 100 1.0 0.002 50 5350 -66 2272.1042806436585 2276.256947332462 50 GTEX 1 100 100 1.0 0.002 50 5350 -67 2273.3419025566604 2274.983455527418 50 GTEX 1 100 100 1.0 0.002 50 5350 -68 2272.0870262428866 2273.2761894197065 50 GTEX 1 100 100 1.0 0.002 50 5350 -69 2272.4384046381097 2273.1391081719344 50 GTEX 1 100 100 1.0 0.002 50 5350 -70 2272.274396062061 2273.642764711561 50 GTEX 1 100 100 1.0 0.002 50 5350 -71 2272.9198482485626 2273.2330507923893 50 GTEX 1 100 100 1.0 0.002 50 5350 -72 2271.6917138305676 2273.7495780915815 50 GTEX 1 100 100 1.0 0.002 50 5350 -73 2271.9979876901753 2274.0148099601947 50 GTEX 1 100 100 1.0 0.002 50 5350 -74 2271.745315991776 2274.229800380228 50 GTEX 1 100 100 1.0 0.002 50 5350 -75 2271.775963699149 2275.3631118368285 50 GTEX 1 100 100 1.0 0.002 50 5350 -76 2271.7016186624014 2274.8509540050204 50 GTEX 1 100 100 1.0 0.002 50 5350 -77 2271.314706575308 2274.17569213403 50 GTEX 1 100 100 1.0 0.002 50 5350 -78 2271.6780427292256 2278.8685762238592 50 GTEX 1 100 100 1.0 0.002 50 5350 -79 2271.8607755012067 2274.2848294914447 50 GTEX 1 100 100 1.0 0.002 50 5350 -80 2270.9312342999037 2274.3743585506772 50 GTEX 1 100 100 1.0 0.002 50 5350 -81 2271.1386995203734 2275.441163501812 50 GTEX 1 100 100 1.0 0.002 50 5350 -82 2270.812101978831 2274.54817460789 50 GTEX 1 100 100 1.0 0.002 50 5350 -83 2272.3250749700233 2275.434107559262 50 GTEX 1 100 100 1.0 0.002 50 5350 -84 2271.199969120737 2275.0404479748395 50 GTEX 1 100 100 1.0 0.002 50 5350 -85 2271.4483198111698 2274.0797263025784 50 GTEX 1 100 100 1.0 0.002 50 5350 -86 2271.31020484087 2272.7331575458948 50 GTEX 1 100 100 1.0 0.002 50 5350 -87 2271.6307775477894 2275.413127246465 50 GTEX 1 100 100 1.0 0.002 50 5350 -88 2271.817128743266 2271.9574991088402 50 GTEX 1 100 100 1.0 0.002 50 5350 -89 2271.3591272747603 2274.027840385872 50 GTEX 1 100 100 1.0 0.002 50 5350 -90 2270.8695697214253 2274.450613507753 50 GTEX 1 100 100 1.0 0.002 50 5350 -91 2270.4382776808584 2276.528447952561 50 GTEX 1 100 100 1.0 0.002 50 5350 -92 2270.8213092291808 2272.033594399804 50 GTEX 1 100 100 1.0 0.002 50 5350 -93 2270.9327374397167 2274.3458432969937 50 GTEX 1 100 100 1.0 0.002 50 5350 -94 2270.3414500957683 2274.4858119950095 50 GTEX 1 100 100 1.0 0.002 50 5350 -95 2271.407168847625 2273.93610709883 50 GTEX 1 100 100 1.0 0.002 50 5350 -96 2270.888862014308 2271.794420597671 50 GTEX 1 100 100 1.0 0.002 50 5350 -97 2270.1748988674476 2271.70354458769 50 GTEX 1 100 100 1.0 0.002 50 5350 -98 2270.661068495745 2272.488413995663 50 GTEX 1 100 100 1.0 0.002 50 5350 -99 2270.6831781410096 2278.449649941332 50 GTEX 1 100 100 1.0 0.002 50 5350 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 20b2ae1d2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2897.122907874475 2646.0706875297055 50 GTEX 1 50 100 0.5 0.002 50 6506 -1 2460.583077983266 2453.905883092844 50 GTEX 1 50 100 0.5 0.002 50 6506 -2 2401.7722498062762 2415.121258057569 50 GTEX 1 50 100 0.5 0.002 50 6506 -3 2373.586776867177 2402.349934741118 50 GTEX 1 50 100 0.5 0.002 50 6506 -4 2357.3115999264714 2385.967867659072 50 GTEX 1 50 100 0.5 0.002 50 6506 -5 2344.716615890643 2378.780413145348 50 GTEX 1 50 100 0.5 0.002 50 6506 -6 2335.7889895440658 2367.4206510478552 50 GTEX 1 50 100 0.5 0.002 50 6506 -7 2327.6016139998233 2362.7182524358363 50 GTEX 1 50 100 0.5 0.002 50 6506 -8 2322.205080549128 2355.874372939193 50 GTEX 1 50 100 0.5 0.002 50 6506 -9 2318.106247978174 2349.7243949396984 50 GTEX 1 50 100 0.5 0.002 50 6506 -10 2312.4156988121154 2348.1914480231108 50 GTEX 1 50 100 0.5 0.002 50 6506 -11 2309.0943014633067 2344.305742967265 50 GTEX 1 50 100 0.5 0.002 50 6506 -12 2305.445789821097 2343.444935613712 50 GTEX 1 50 100 0.5 0.002 50 6506 -13 2302.729629021783 2337.5351755120455 50 GTEX 1 50 100 0.5 0.002 50 6506 -14 2299.779441342707 2335.3078325510933 50 GTEX 1 50 100 0.5 0.002 50 6506 -15 2297.026350889108 2331.8106705698224 50 GTEX 1 50 100 0.5 0.002 50 6506 -16 2295.183241606741 2333.037136527522 50 GTEX 1 50 100 0.5 0.002 50 6506 -17 2293.2405332390226 2327.966113188421 50 GTEX 1 50 100 0.5 0.002 50 6506 -18 2291.4415186109068 2325.2612659758943 50 GTEX 1 50 100 0.5 0.002 50 6506 -19 2289.8125767468573 2327.818260976117 50 GTEX 1 50 100 0.5 0.002 50 6506 -20 2288.541021479011 2327.3260829911032 50 GTEX 1 50 100 0.5 0.002 50 6506 -21 2287.5968674284686 2325.481111359687 50 GTEX 1 50 100 0.5 0.002 50 6506 -22 2285.619765018452 2319.3955839323908 50 GTEX 1 50 100 0.5 0.002 50 6506 -23 2285.2090063726714 2322.224051007753 50 GTEX 1 50 100 0.5 0.002 50 6506 -24 2283.5065194598674 2320.4270984954255 50 GTEX 1 50 100 0.5 0.002 50 6506 -25 2282.3276887601337 2316.922470498901 50 GTEX 1 50 100 0.5 0.002 50 6506 -26 2282.003177206431 2317.362284729236 50 GTEX 1 50 100 0.5 0.002 50 6506 -27 2281.0021330262357 2317.7713465237343 50 GTEX 1 50 100 0.5 0.002 50 6506 -28 2279.938066523846 2315.3581146124197 50 GTEX 1 50 100 0.5 0.002 50 6506 -29 2278.8926533245417 2317.3589674800974 50 GTEX 1 50 100 0.5 0.002 50 6506 -30 2278.9045976215903 2317.2450765747535 50 GTEX 1 50 100 0.5 0.002 50 6506 -31 2277.7445636611055 2312.2863303064846 50 GTEX 1 50 100 0.5 0.002 50 6506 -32 2277.0297155270446 2313.7893261347435 50 GTEX 1 50 100 0.5 0.002 50 6506 -33 2276.2127756852337 2315.172790063198 50 GTEX 1 50 100 0.5 0.002 50 6506 -34 2275.6404577351755 2313.4427309217563 50 GTEX 1 50 100 0.5 0.002 50 6506 -35 2275.687774313281 2312.450326665726 50 GTEX 1 50 100 0.5 0.002 50 6506 -36 2275.5336331498147 2317.2284534294795 50 GTEX 1 50 100 0.5 0.002 50 6506 -37 2275.813080011281 2316.0834408604146 50 GTEX 1 50 100 0.5 0.002 50 6506 -38 2273.506683062711 2311.115281253713 50 GTEX 1 50 100 0.5 0.002 50 6506 -39 2273.262058901563 2313.3490616831036 50 GTEX 1 50 100 0.5 0.002 50 6506 -40 2273.6703030820054 2310.8871374093987 50 GTEX 1 50 100 0.5 0.002 50 6506 -41 2273.9353651685624 2310.9350316733007 50 GTEX 1 50 100 0.5 0.002 50 6506 -42 2272.9827797433272 2310.4334210878087 50 GTEX 1 50 100 0.5 0.002 50 6506 -43 2272.092328610032 2309.043923961799 50 GTEX 1 50 100 0.5 0.002 50 6506 -44 2272.0821881993866 2309.3024925551035 50 GTEX 1 50 100 0.5 0.002 50 6506 -45 2271.3634821689407 2310.3987085610743 50 GTEX 1 50 100 0.5 0.002 50 6506 -46 2272.1600120659677 2311.6403214487286 50 GTEX 1 50 100 0.5 0.002 50 6506 -47 2271.927811586052 2311.9056714424164 50 GTEX 1 50 100 0.5 0.002 50 6506 -48 2270.6673217141615 2309.705313446857 50 GTEX 1 50 100 0.5 0.002 50 6506 -49 2270.650299771781 2307.925947414152 50 GTEX 1 50 100 0.5 0.002 50 6506 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index 406532558..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2901.895689054743 2657.0072109672055 50 GTEX 1 50 100 0.0 0.002 50 6884 -1 2455.3775564491707 2433.11589114113 50 GTEX 1 50 100 0.0 0.002 50 6884 -2 2404.2572661686236 2410.3205919156962 50 GTEX 1 50 100 0.0 0.002 50 6884 -3 2375.596072030846 2370.1810790087334 50 GTEX 1 50 100 0.0 0.002 50 6884 -4 2359.40787411411 2362.5605009245783 50 GTEX 1 50 100 0.0 0.002 50 6884 -5 2346.8832636198854 2363.4486093267287 50 GTEX 1 50 100 0.0 0.002 50 6884 -6 2338.0847595027876 2341.846161236781 50 GTEX 1 50 100 0.0 0.002 50 6884 -7 2331.290688960872 2335.6521191034935 50 GTEX 1 50 100 0.0 0.002 50 6884 -8 2324.2903537091424 2335.2270804865734 50 GTEX 1 50 100 0.0 0.002 50 6884 -9 2320.2327106298935 2325.763180808876 50 GTEX 1 50 100 0.0 0.002 50 6884 -10 2315.4900713137163 2323.054117993257 50 GTEX 1 50 100 0.0 0.002 50 6884 -11 2311.256464117543 2326.4592804999406 50 GTEX 1 50 100 0.0 0.002 50 6884 -12 2308.0688836313393 2316.283502034815 50 GTEX 1 50 100 0.0 0.002 50 6884 -13 2304.960510105622 2311.8368235540934 50 GTEX 1 50 100 0.0 0.002 50 6884 -14 2301.9566737942905 2311.199310186698 50 GTEX 1 50 100 0.0 0.002 50 6884 -15 2300.2068944415055 2310.689387216314 50 GTEX 1 50 100 0.0 0.002 50 6884 -16 2298.211313188246 2309.267600403992 50 GTEX 1 50 100 0.0 0.002 50 6884 -17 2296.8547674807473 2307.3800406220294 50 GTEX 1 50 100 0.0 0.002 50 6884 -18 2294.033760932301 2303.743887665607 50 GTEX 1 50 100 0.0 0.002 50 6884 -19 2292.4693636138195 2301.496280336561 50 GTEX 1 50 100 0.0 0.002 50 6884 -20 2291.3504243977436 2304.8493174273704 50 GTEX 1 50 100 0.0 0.002 50 6884 -21 2289.5484051404715 2300.035975931262 50 GTEX 1 50 100 0.0 0.002 50 6884 -22 2288.98405516985 2299.8073280247445 50 GTEX 1 50 100 0.0 0.002 50 6884 -23 2287.064922838462 2300.1788200117335 50 GTEX 1 50 100 0.0 0.002 50 6884 -24 2286.246104297535 2300.06732804331 50 GTEX 1 50 100 0.0 0.002 50 6884 -25 2285.3857285969107 2294.79077844656 50 GTEX 1 50 100 0.0 0.002 50 6884 -26 2284.533060514072 2296.677979908062 50 GTEX 1 50 100 0.0 0.002 50 6884 -27 2282.8217715928936 2297.39675590022 50 GTEX 1 50 100 0.0 0.002 50 6884 -28 2282.292841663806 2290.6672126566955 50 GTEX 1 50 100 0.0 0.002 50 6884 -29 2281.607104288458 2294.4169355617278 50 GTEX 1 50 100 0.0 0.002 50 6884 -30 2280.511240268416 2291.036297120069 50 GTEX 1 50 100 0.0 0.002 50 6884 -31 2280.0580143318566 2291.560922368851 50 GTEX 1 50 100 0.0 0.002 50 6884 -32 2279.6439244959465 2290.056619274299 50 GTEX 1 50 100 0.0 0.002 50 6884 -33 2279.1790647054404 2291.8235475953543 50 GTEX 1 50 100 0.0 0.002 50 6884 -34 2278.937643178277 2287.8336515825513 50 GTEX 1 50 100 0.0 0.002 50 6884 -35 2278.573893736342 2289.01278442847 50 GTEX 1 50 100 0.0 0.002 50 6884 -36 2277.503900267046 2287.6384073119652 50 GTEX 1 50 100 0.0 0.002 50 6884 -37 2277.2743514993695 2287.12801880347 50 GTEX 1 50 100 0.0 0.002 50 6884 -38 2276.9721901469416 2288.610235061936 50 GTEX 1 50 100 0.0 0.002 50 6884 -39 2276.9323236617165 2285.6644612011346 50 GTEX 1 50 100 0.0 0.002 50 6884 -40 2276.569370197648 2285.2319925402508 50 GTEX 1 50 100 0.0 0.002 50 6884 -41 2276.3910416534286 2288.007002101652 50 GTEX 1 50 100 0.0 0.002 50 6884 -42 2276.452325553568 2283.3303867818736 50 GTEX 1 50 100 0.0 0.002 50 6884 -43 2275.9078703489754 2286.9979531175736 50 GTEX 1 50 100 0.0 0.002 50 6884 -44 2274.0701274668336 2283.569070446174 50 GTEX 1 50 100 0.0 0.002 50 6884 -45 2274.4969039244875 2285.141198684054 50 GTEX 1 50 100 0.0 0.002 50 6884 -46 2274.1880777934616 2288.8289270437263 50 GTEX 1 50 100 0.0 0.002 50 6884 -47 2274.612387481783 2289.128872831511 50 GTEX 1 50 100 0.0 0.002 50 6884 -48 2274.1664638823513 2288.913272524061 50 GTEX 1 50 100 0.0 0.002 50 6884 -49 2273.6096052405724 2284.3293317787547 50 GTEX 1 50 100 0.0 0.002 50 6884 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index 47f5af1cd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_50z_0.002lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2898.583104029746 2593.0358617514257 50 GTEX 1 50 100 1.0 0.002 50 5195 -1 2460.812609292064 2430.4765987033625 50 GTEX 1 50 100 1.0 0.002 50 5195 -2 2404.0389814206587 2393.0710625594106 50 GTEX 1 50 100 1.0 0.002 50 5195 -3 2377.4484039335653 2373.1545688643655 50 GTEX 1 50 100 1.0 0.002 50 5195 -4 2358.2457049353593 2361.5707984605215 50 GTEX 1 50 100 1.0 0.002 50 5195 -5 2345.7255175719356 2366.8155420107532 50 GTEX 1 50 100 1.0 0.002 50 5195 -6 2339.0614800868725 2350.534493914122 50 GTEX 1 50 100 1.0 0.002 50 5195 -7 2330.4737914897223 2339.9210172587927 50 GTEX 1 50 100 1.0 0.002 50 5195 -8 2325.2193470059647 2332.505304256773 50 GTEX 1 50 100 1.0 0.002 50 5195 -9 2319.355281988998 2327.467932175321 50 GTEX 1 50 100 1.0 0.002 50 5195 -10 2315.30976940045 2323.002193088314 50 GTEX 1 50 100 1.0 0.002 50 5195 -11 2312.3464895739808 2316.3021421251187 50 GTEX 1 50 100 1.0 0.002 50 5195 -12 2308.4210212169987 2313.426343794558 50 GTEX 1 50 100 1.0 0.002 50 5195 -13 2305.0451090228307 2312.326338967443 50 GTEX 1 50 100 1.0 0.002 50 5195 -14 2302.698355605739 2312.800244233454 50 GTEX 1 50 100 1.0 0.002 50 5195 -15 2300.2111765602717 2307.3597500297055 50 GTEX 1 50 100 1.0 0.002 50 5195 -16 2297.5498269946343 2305.4640463477303 50 GTEX 1 50 100 1.0 0.002 50 5195 -17 2296.1748600040355 2306.270052949739 50 GTEX 1 50 100 1.0 0.002 50 5195 -18 2293.7159132803836 2302.630884903012 50 GTEX 1 50 100 1.0 0.002 50 5195 -19 2292.5686954003877 2302.5681416906787 50 GTEX 1 50 100 1.0 0.002 50 5195 -20 2291.6300416702425 2300.338321816332 50 GTEX 1 50 100 1.0 0.002 50 5195 -21 2289.9112795753917 2299.5471460610743 50 GTEX 1 50 100 1.0 0.002 50 5195 -22 2288.3644000108106 2302.7021702523466 50 GTEX 1 50 100 1.0 0.002 50 5195 -23 2288.2101222193705 2297.857406558193 50 GTEX 1 50 100 1.0 0.002 50 5195 -24 2286.4930795016985 2297.5789855260814 50 GTEX 1 50 100 1.0 0.002 50 5195 -25 2285.680734852192 2296.269424032349 50 GTEX 1 50 100 1.0 0.002 50 5195 -26 2283.8159355049943 2295.4243502888844 50 GTEX 1 50 100 1.0 0.002 50 5195 -27 2282.7554895407648 2291.174593037072 50 GTEX 1 50 100 1.0 0.002 50 5195 -28 2283.202433169373 2291.8977774848504 50 GTEX 1 50 100 1.0 0.002 50 5195 -29 2281.5097544069613 2289.3644202634864 50 GTEX 1 50 100 1.0 0.002 50 5195 -30 2280.7224571362613 2290.4374378044795 50 GTEX 1 50 100 1.0 0.002 50 5195 -31 2280.2634228861193 2289.2579703095294 50 GTEX 1 50 100 1.0 0.002 50 5195 -32 2280.6044692614396 2289.5282451209005 50 GTEX 1 50 100 1.0 0.002 50 5195 -33 2279.861083597546 2291.2618185413203 50 GTEX 1 50 100 1.0 0.002 50 5195 -34 2278.6500361091903 2287.032998900903 50 GTEX 1 50 100 1.0 0.002 50 5195 -35 2277.905841405507 2286.285272750564 50 GTEX 1 50 100 1.0 0.002 50 5195 -36 2277.515199385035 2290.2187922372564 50 GTEX 1 50 100 1.0 0.002 50 5195 -37 2277.7157175449506 2291.7600218334123 50 GTEX 1 50 100 1.0 0.002 50 5195 -38 2277.082304402794 2286.199209931232 50 GTEX 1 50 100 1.0 0.002 50 5195 -39 2277.256569644472 2288.0841389355096 50 GTEX 1 50 100 1.0 0.002 50 5195 -40 2276.232393688066 2285.516607596394 50 GTEX 1 50 100 1.0 0.002 50 5195 -41 2276.0921957471924 2289.2215223421163 50 GTEX 1 50 100 1.0 0.002 50 5195 -42 2275.3134135351747 2283.721152882159 50 GTEX 1 50 100 1.0 0.002 50 5195 -43 2275.6388461543224 2283.715246628446 50 GTEX 1 50 100 1.0 0.002 50 5195 -44 2275.2842739963903 2285.1754424236574 50 GTEX 1 50 100 1.0 0.002 50 5195 -45 2275.0789114747695 2287.560619745871 50 GTEX 1 50 100 1.0 0.002 50 5195 -46 2274.4876407902534 2284.945661073402 50 GTEX 1 50 100 1.0 0.002 50 5195 -47 2274.535343913603 2284.3667897271566 50 GTEX 1 50 100 1.0 0.002 50 5195 -48 2274.1000469816618 2282.671473978137 50 GTEX 1 50 100 1.0 0.002 50 5195 -49 2274.659370780986 2283.6375630309826 50 GTEX 1 50 100 1.0 0.002 50 5195 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index f9127b950..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5315.811478616923 5149.186517867752 100 GTEX 1 100 100 0.5 0.0005 5 5759 -1 4849.493214659723 4651.959119905537 100 GTEX 1 100 100 0.5 0.0005 5 5759 -2 4420.718670983746 4207.702970903636 100 GTEX 1 100 100 0.5 0.0005 5 5759 -3 4019.948060455274 3825.560315730454 100 GTEX 1 100 100 0.5 0.0005 5 5759 -4 3706.1635930702128 3431.11669921875 100 GTEX 1 100 100 0.5 0.0005 5 5759 -5 3429.2603285384425 3538.502977030359 100 GTEX 1 100 100 0.5 0.0005 5 5759 -6 3242.634444067014 3114.9898714130823 100 GTEX 1 100 100 0.5 0.0005 5 5759 -7 3096.8765707832968 3075.210363815946 100 GTEX 1 100 100 0.5 0.0005 5 5759 -8 2990.9092915326346 2960.0361077486336 100 GTEX 1 100 100 0.5 0.0005 5 5759 -9 2913.6418593452913 2815.946044921875 100 GTEX 1 100 100 0.5 0.0005 5 5759 -10 2834.2923386572684 2793.6234757456036 100 GTEX 1 100 100 0.5 0.0005 5 5759 -11 2776.721822891566 2737.5453043310363 100 GTEX 1 100 100 0.5 0.0005 5 5759 -12 2756.6526392615056 2696.437198305311 100 GTEX 1 100 100 0.5 0.0005 5 5759 -13 2712.418917383452 2696.66903442847 100 GTEX 1 100 100 0.5 0.0005 5 5759 -14 2691.345748280829 2635.7781569332224 100 GTEX 1 100 100 0.5 0.0005 5 5759 -15 2674.1321898601723 2700.92558166736 100 GTEX 1 100 100 0.5 0.0005 5 5759 -16 2657.245722007409 2599.994562069273 100 GTEX 1 100 100 0.5 0.0005 5 5759 -17 2645.2875836272547 2609.651725507961 100 GTEX 1 100 100 0.5 0.0005 5 5759 -18 2633.4199509903233 2636.5507348354326 100 GTEX 1 100 100 0.5 0.0005 5 5759 -19 2620.926309916189 2573.825672454254 100 GTEX 1 100 100 0.5 0.0005 5 5759 -20 2605.777296763181 2563.5127714323908 100 GTEX 1 100 100 0.5 0.0005 5 5759 -21 2601.9772122436407 2577.1974679925142 100 GTEX 1 100 100 0.5 0.0005 5 5759 -22 2590.0936153835364 2544.005450926806 100 GTEX 1 100 100 0.5 0.0005 5 5759 -23 2584.4216556422143 2542.5715257767943 100 GTEX 1 100 100 0.5 0.0005 5 5759 -24 2577.5338375760043 2578.6231508436313 100 GTEX 1 100 100 0.5 0.0005 5 5759 -25 2571.5859160696778 2536.6968404675617 100 GTEX 1 100 100 0.5 0.0005 5 5759 -26 2560.4553126464793 2525.792049741564 100 GTEX 1 100 100 0.5 0.0005 5 5759 -27 2554.8235536621455 2507.3467966522103 100 GTEX 1 100 100 0.5 0.0005 5 5759 -28 2545.05737699253 2507.3864263382247 100 GTEX 1 100 100 0.5 0.0005 5 5759 -29 2540.475484588323 2515.2525230958886 100 GTEX 1 100 100 0.5 0.0005 5 5759 -30 2537.497953313979 2498.6978133168964 100 GTEX 1 100 100 0.5 0.0005 5 5759 -31 2531.7725547306186 2497.2463889466494 100 GTEX 1 100 100 0.5 0.0005 5 5759 -32 2522.385320182938 2489.721127354147 100 GTEX 1 100 100 0.5 0.0005 5 5759 -33 2520.779124684554 2486.8034714383316 100 GTEX 1 100 100 0.5 0.0005 5 5759 -34 2513.950709408133 2484.5159201966494 100 GTEX 1 100 100 0.5 0.0005 5 5759 -35 2510.122994472576 2481.129949649477 100 GTEX 1 100 100 0.5 0.0005 5 5759 -36 2505.406075978564 2468.9847240375475 100 GTEX 1 100 100 0.5 0.0005 5 5759 -37 2499.2116592453967 2483.3995078199264 100 GTEX 1 100 100 0.5 0.0005 5 5759 -38 2496.4522555891103 2472.174737850523 100 GTEX 1 100 100 0.5 0.0005 5 5759 -39 2493.71913020125 2471.043235169617 100 GTEX 1 100 100 0.5 0.0005 5 5759 -40 2491.043456077072 2463.0617155938094 100 GTEX 1 100 100 0.5 0.0005 5 5759 -41 2488.070682411601 2458.5373043161835 100 GTEX 1 100 100 0.5 0.0005 5 5759 -42 2485.635743580084 2455.2292239113 100 GTEX 1 100 100 0.5 0.0005 5 5759 -43 2479.988776906788 2453.452903138367 100 GTEX 1 100 100 0.5 0.0005 5 5759 -44 2474.9883531743903 2448.5771874257366 100 GTEX 1 100 100 0.5 0.0005 5 5759 -45 2471.707647597411 2440.7155854547887 100 GTEX 1 100 100 0.5 0.0005 5 5759 -46 2469.8139157164774 2440.6177825347554 100 GTEX 1 100 100 0.5 0.0005 5 5759 -47 2466.59831811428 2439.9565819569866 100 GTEX 1 100 100 0.5 0.0005 5 5759 -48 2464.8927320313323 2434.6063302043726 100 GTEX 1 100 100 0.5 0.0005 5 5759 -49 2462.7919724334365 2442.1599501693204 100 GTEX 1 100 100 0.5 0.0005 5 5759 -50 2457.8104294595287 2428.970969544617 100 GTEX 1 100 100 0.5 0.0005 5 5759 -51 2457.302534049197 2431.4491751203063 100 GTEX 1 100 100 0.5 0.0005 5 5759 -52 2454.5596399159167 2436.7437145392705 100 GTEX 1 100 100 0.5 0.0005 5 5759 -53 2452.3487241557023 2434.9121474349454 100 GTEX 1 100 100 0.5 0.0005 5 5759 -54 2451.0737744383036 2426.894952694273 100 GTEX 1 100 100 0.5 0.0005 5 5759 -55 2450.247365411388 2419.7137613622863 100 GTEX 1 100 100 0.5 0.0005 5 5759 -56 2447.3600344659408 2424.197674073194 100 GTEX 1 100 100 0.5 0.0005 5 5759 -57 2444.418905237024 2416.686924459363 100 GTEX 1 100 100 0.5 0.0005 5 5759 -58 2440.1793906990647 2422.162731330204 100 GTEX 1 100 100 0.5 0.0005 5 5759 -59 2440.5075843740924 2417.960629307272 100 GTEX 1 100 100 0.5 0.0005 5 5759 -60 2437.7272277683746 2415.362007634268 100 GTEX 1 100 100 0.5 0.0005 5 5759 -61 2437.075460548195 2411.004025999584 100 GTEX 1 100 100 0.5 0.0005 5 5759 -62 2435.3273710962258 2407.302777076402 100 GTEX 1 100 100 0.5 0.0005 5 5759 -63 2433.4916465326514 2412.35130814817 100 GTEX 1 100 100 0.5 0.0005 5 5759 -64 2431.5849457480176 2407.944848354325 100 GTEX 1 100 100 0.5 0.0005 5 5759 -65 2430.471782171375 2408.464008287785 100 GTEX 1 100 100 0.5 0.0005 5 5759 -66 2429.916495318648 2402.8568184856226 100 GTEX 1 100 100 0.5 0.0005 5 5759 -67 2427.446266549057 2401.091465474988 100 GTEX 1 100 100 0.5 0.0005 5 5759 -68 2426.018737141807 2404.859953325511 100 GTEX 1 100 100 0.5 0.0005 5 5759 -69 2425.134959116825 2397.9924678439875 100 GTEX 1 100 100 0.5 0.0005 5 5759 -70 2422.6740164848948 2398.2009769338165 100 GTEX 1 100 100 0.5 0.0005 5 5759 -71 2421.5065666272067 2395.4181395556084 100 GTEX 1 100 100 0.5 0.0005 5 5759 -72 2421.082077798413 2395.8631679984555 100 GTEX 1 100 100 0.5 0.0005 5 5759 -73 2418.855238793102 2397.094138025784 100 GTEX 1 100 100 0.5 0.0005 5 5759 -74 2419.272226158135 2395.4012595057034 100 GTEX 1 100 100 0.5 0.0005 5 5759 -75 2417.3274268253786 2391.6131791379516 100 GTEX 1 100 100 0.5 0.0005 5 5759 -76 2415.127024920447 2391.49863819659 100 GTEX 1 100 100 0.5 0.0005 5 5759 -77 2413.696205455876 2391.762546785884 100 GTEX 1 100 100 0.5 0.0005 5 5759 -78 2413.1731907856733 2390.187725574798 100 GTEX 1 100 100 0.5 0.0005 5 5759 -79 2411.311218255272 2388.6495542344937 100 GTEX 1 100 100 0.5 0.0005 5 5759 -80 2411.071347834707 2390.040169023289 100 GTEX 1 100 100 0.5 0.0005 5 5759 -81 2410.366956588924 2388.0106354339946 100 GTEX 1 100 100 0.5 0.0005 5 5759 -82 2409.4166262473427 2386.6276679093394 100 GTEX 1 100 100 0.5 0.0005 5 5759 -83 2408.309899761796 2385.2898459778994 100 GTEX 1 100 100 0.5 0.0005 5 5759 -84 2407.709244298245 2383.134823179064 100 GTEX 1 100 100 0.5 0.0005 5 5759 -85 2406.9252125341236 2388.983087459898 100 GTEX 1 100 100 0.5 0.0005 5 5759 -86 2406.1630060186453 2381.7283735964234 100 GTEX 1 100 100 0.5 0.0005 5 5759 -87 2405.7579540020183 2382.362550684708 100 GTEX 1 100 100 0.5 0.0005 5 5759 -88 2403.629819114671 2383.160543347493 100 GTEX 1 100 100 0.5 0.0005 5 5759 -89 2403.653686330023 2382.7206205070697 100 GTEX 1 100 100 0.5 0.0005 5 5759 -90 2402.2940444954347 2377.810822577531 100 GTEX 1 100 100 0.5 0.0005 5 5759 -91 2401.045510783346 2377.965817527626 100 GTEX 1 100 100 0.5 0.0005 5 5759 -92 2401.216864750581 2375.900709028933 100 GTEX 1 100 100 0.5 0.0005 5 5759 -93 2400.8168338248984 2380.0862577605158 100 GTEX 1 100 100 0.5 0.0005 5 5759 -94 2399.4959252731114 2376.5322414151615 100 GTEX 1 100 100 0.5 0.0005 5 5759 -95 2398.3249035661293 2376.0400037874288 100 GTEX 1 100 100 0.5 0.0005 5 5759 -96 2398.297051961336 2378.3745952649715 100 GTEX 1 100 100 0.5 0.0005 5 5759 -97 2397.548423811414 2376.579047721602 100 GTEX 1 100 100 0.5 0.0005 5 5759 -98 2396.8157961176407 2375.066265149715 100 GTEX 1 100 100 0.5 0.0005 5 5759 -99 2396.27608717494 2375.0142659814637 100 GTEX 1 100 100 0.5 0.0005 5 5759 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 3cffb4147..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5317.435380693297 5098.6852405388545 100 GTEX 1 100 100 0.0 0.0005 5 4690 -1 4857.666272582556 4631.203594715423 100 GTEX 1 100 100 0.0 0.0005 5 4690 -2 4445.0470389123075 4220.838579417182 100 GTEX 1 100 100 0.0 0.0005 5 4690 -3 4064.3329245411282 3835.9703782230276 100 GTEX 1 100 100 0.0 0.0005 5 4690 -4 3742.042133328478 3779.003029942966 100 GTEX 1 100 100 0.0 0.0005 5 4690 -5 3487.9722627934125 3356.3680703050736 100 GTEX 1 100 100 0.0 0.0005 5 4690 -6 3294.4654678855663 3373.185215474988 100 GTEX 1 100 100 0.0 0.0005 5 4690 -7 3133.0494669342766 2999.002284525012 100 GTEX 1 100 100 0.0 0.0005 5 4690 -8 3023.855481334834 2963.8959923805846 100 GTEX 1 100 100 0.0 0.0005 5 4690 -9 2924.8347608437944 2833.1090686638545 100 GTEX 1 100 100 0.0 0.0005 5 4690 -10 2839.523535651391 2807.210206934708 100 GTEX 1 100 100 0.0 0.0005 5 4690 -11 2785.3095215978447 2746.1923001945697 100 GTEX 1 100 100 0.0 0.0005 5 4690 -12 2743.8798355162176 2715.4133393610387 100 GTEX 1 100 100 0.0 0.0005 5 4690 -13 2716.7800764126373 2702.705096690827 100 GTEX 1 100 100 0.0 0.0005 5 4690 -14 2693.8963760629026 2680.4303280210315 100 GTEX 1 100 100 0.0 0.0005 5 4690 -15 2671.635793584169 2725.1139644724335 100 GTEX 1 100 100 0.0 0.0005 5 4690 -16 2654.341945288362 2670.1503154334005 100 GTEX 1 100 100 0.0 0.0005 5 4690 -17 2636.017827629653 2657.829759721067 100 GTEX 1 100 100 0.0 0.0005 5 4690 -18 2629.1097437253256 2614.4619836843513 100 GTEX 1 100 100 0.0 0.0005 5 4690 -19 2617.6546272526853 2593.118706184648 100 GTEX 1 100 100 0.0 0.0005 5 4690 -20 2607.746354833732 2597.320743227186 100 GTEX 1 100 100 0.0 0.0005 5 4690 -21 2594.0440682983076 2585.6736099765326 100 GTEX 1 100 100 0.0 0.0005 5 4690 -22 2592.1970463703688 2593.3175907497625 100 GTEX 1 100 100 0.0 0.0005 5 4690 -23 2580.6637015886186 2560.014271551212 100 GTEX 1 100 100 0.0 0.0005 5 4690 -24 2572.585532619065 2587.870119044083 100 GTEX 1 100 100 0.0 0.0005 5 4690 -25 2571.835172197667 2560.6976833561075 100 GTEX 1 100 100 0.0 0.0005 5 4690 -26 2561.0997023428836 2559.6965944703543 100 GTEX 1 100 100 0.0 0.0005 5 4690 -27 2555.6508949467557 2549.519409643833 100 GTEX 1 100 100 0.0 0.0005 5 4690 -28 2550.3316569285494 2536.231855617277 100 GTEX 1 100 100 0.0 0.0005 5 4690 -29 2542.106808776952 2530.912050892645 100 GTEX 1 100 100 0.0 0.0005 5 4690 -30 2537.0247824525736 2549.180320594701 100 GTEX 1 100 100 0.0 0.0005 5 4690 -31 2535.731733139004 2553.1312186237524 100 GTEX 1 100 100 0.0 0.0005 5 4690 -32 2527.8220024266034 2512.547017956868 100 GTEX 1 100 100 0.0 0.0005 5 4690 -33 2521.441373292176 2523.8053902165516 100 GTEX 1 100 100 0.0 0.0005 5 4690 -34 2515.50040900711 2519.800592806856 100 GTEX 1 100 100 0.0 0.0005 5 4690 -35 2513.0853346916015 2505.6683874093987 100 GTEX 1 100 100 0.0 0.0005 5 4690 -36 2509.6855288487723 2505.1949495380823 100 GTEX 1 100 100 0.0 0.0005 5 4690 -37 2504.4242987410626 2531.2909747801805 100 GTEX 1 100 100 0.0 0.0005 5 4690 -38 2499.5508212996874 2506.6412506683696 100 GTEX 1 100 100 0.0 0.0005 5 4690 -39 2499.1928092784888 2500.0075061638545 100 GTEX 1 100 100 0.0 0.0005 5 4690 -40 2491.2596953510797 2504.1274673984076 100 GTEX 1 100 100 0.0 0.0005 5 4690 -41 2488.984337477595 2489.549878950808 100 GTEX 1 100 100 0.0 0.0005 5 4690 -42 2485.764421343136 2484.867921778458 100 GTEX 1 100 100 0.0 0.0005 5 4690 -43 2479.9822630946232 2474.519640788379 100 GTEX 1 100 100 0.0 0.0005 5 4690 -44 2481.0101427058303 2482.554040480929 100 GTEX 1 100 100 0.0 0.0005 5 4690 -45 2479.070659047134 2474.5380710848385 100 GTEX 1 100 100 0.0 0.0005 5 4690 -46 2471.4738063697414 2476.9998236246433 100 GTEX 1 100 100 0.0 0.0005 5 4690 -47 2469.9477544478104 2475.5381147145317 100 GTEX 1 100 100 0.0 0.0005 5 4690 -48 2467.6485265738056 2471.713466165637 100 GTEX 1 100 100 0.0 0.0005 5 4690 -49 2465.466024300283 2471.281204513724 100 GTEX 1 100 100 0.0 0.0005 5 4690 -50 2464.1653123700253 2462.270332365435 100 GTEX 1 100 100 0.0 0.0005 5 4690 -51 2461.378339416691 2462.726509587393 100 GTEX 1 100 100 0.0 0.0005 5 4690 -52 2460.3345594090824 2460.7009314475404 100 GTEX 1 100 100 0.0 0.0005 5 4690 -53 2456.3197613977336 2469.415779838997 100 GTEX 1 100 100 0.0 0.0005 5 4690 -54 2455.161997607231 2452.3941506505466 100 GTEX 1 100 100 0.0 0.0005 5 4690 -55 2451.967215578622 2452.752048739009 100 GTEX 1 100 100 0.0 0.0005 5 4690 -56 2450.2208172911082 2458.5297842279588 100 GTEX 1 100 100 0.0 0.0005 5 4690 -57 2447.7952002886673 2452.8625339754635 100 GTEX 1 100 100 0.0 0.0005 5 4690 -58 2446.4879561073994 2454.285301063451 100 GTEX 1 100 100 0.0 0.0005 5 4690 -59 2443.528771819214 2441.9566348695935 100 GTEX 1 100 100 0.0 0.0005 5 4690 -60 2441.8972221093254 2443.489400769368 100 GTEX 1 100 100 0.0 0.0005 5 4690 -61 2440.1576089042032 2443.3914966655775 100 GTEX 1 100 100 0.0 0.0005 5 4690 -62 2437.9998380734146 2436.8398372519605 100 GTEX 1 100 100 0.0 0.0005 5 4690 -63 2433.948468276109 2437.0412449129635 100 GTEX 1 100 100 0.0 0.0005 5 4690 -64 2433.4019151177695 2441.568459630466 100 GTEX 1 100 100 0.0 0.0005 5 4690 -65 2433.087339110116 2438.334882961027 100 GTEX 1 100 100 0.0 0.0005 5 4690 -66 2430.4782669971596 2437.8699092502375 100 GTEX 1 100 100 0.0 0.0005 5 4690 -67 2428.2929786270315 2428.4779772160173 100 GTEX 1 100 100 0.0 0.0005 5 4690 -68 2427.4874097502343 2427.4693849512832 100 GTEX 1 100 100 0.0 0.0005 5 4690 -69 2426.0653677432956 2425.463621190292 100 GTEX 1 100 100 0.0 0.0005 5 4690 -70 2424.185114245537 2424.3948190203187 100 GTEX 1 100 100 0.0 0.0005 5 4690 -71 2422.9101969959793 2426.3204749509864 100 GTEX 1 100 100 0.0 0.0005 5 4690 -72 2422.0073797158057 2421.6187238221837 100 GTEX 1 100 100 0.0 0.0005 5 4690 -73 2420.100821593677 2420.593105765803 100 GTEX 1 100 100 0.0 0.0005 5 4690 -74 2419.1693912488777 2420.1909569569866 100 GTEX 1 100 100 0.0 0.0005 5 4690 -75 2418.2906803474816 2416.6787183638307 100 GTEX 1 100 100 0.0 0.0005 5 4690 -76 2416.129308706807 2418.869640045746 100 GTEX 1 100 100 0.0 0.0005 5 4690 -77 2414.578958229491 2413.7585189297174 100 GTEX 1 100 100 0.0 0.0005 5 4690 -78 2414.1264583708125 2416.319932828838 100 GTEX 1 100 100 0.0 0.0005 5 4690 -79 2412.6901802344246 2415.2666776823908 100 GTEX 1 100 100 0.0 0.0005 5 4690 -80 2411.6159815995284 2410.4291695134266 100 GTEX 1 100 100 0.0 0.0005 5 4690 -81 2409.651038021879 2413.3039560064162 100 GTEX 1 100 100 0.0 0.0005 5 4690 -82 2409.729351665448 2413.0649488325807 100 GTEX 1 100 100 0.0 0.0005 5 4690 -83 2409.0690939631168 2408.2701578466613 100 GTEX 1 100 100 0.0 0.0005 5 4690 -84 2407.027274223949 2409.706113169855 100 GTEX 1 100 100 0.0 0.0005 5 4690 -85 2405.668461750563 2410.75967650903 100 GTEX 1 100 100 0.0 0.0005 5 4690 -86 2405.586377376058 2409.2347472448314 100 GTEX 1 100 100 0.0 0.0005 5 4690 -87 2404.89999482165 2407.9758783492753 100 GTEX 1 100 100 0.0 0.0005 5 4690 -88 2403.5571384996074 2407.4841271462096 100 GTEX 1 100 100 0.0 0.0005 5 4690 -89 2402.8357804732477 2403.7990769070816 100 GTEX 1 100 100 0.0 0.0005 5 4690 -90 2402.597689207824 2404.6346922899834 100 GTEX 1 100 100 0.0 0.0005 5 4690 -91 2400.935396243819 2401.297387416825 100 GTEX 1 100 100 0.0 0.0005 5 4690 -92 2400.5905506927434 2403.859552303648 100 GTEX 1 100 100 0.0 0.0005 5 4690 -93 2399.489176268964 2399.805031896091 100 GTEX 1 100 100 0.0 0.0005 5 4690 -94 2399.5866976188254 2398.5950830263782 100 GTEX 1 100 100 0.0 0.0005 5 4690 -95 2397.26988153648 2400.921716262179 100 GTEX 1 100 100 0.0 0.0005 5 4690 -96 2397.1944897148896 2399.3243793444035 100 GTEX 1 100 100 0.0 0.0005 5 4690 -97 2396.723339570391 2397.906838536716 100 GTEX 1 100 100 0.0 0.0005 5 4690 -98 2396.0920277087102 2398.43586992039 100 GTEX 1 100 100 0.0 0.0005 5 4690 -99 2395.110858282595 2396.984310947897 100 GTEX 1 100 100 0.0 0.0005 5 4690 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index ff5082d2c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5310.678675555549 5269.165544052994 100 GTEX 1 100 100 1.0 0.0005 5 6643 -1 4825.425853509642 4709.502437693084 100 GTEX 1 100 100 1.0 0.0005 5 6643 -2 4395.571777756368 4155.08499528428 100 GTEX 1 100 100 1.0 0.0005 5 6643 -3 4014.5304372724413 3718.625573684054 100 GTEX 1 100 100 1.0 0.0005 5 6643 -4 3726.4960423275425 3476.0239768372744 100 GTEX 1 100 100 1.0 0.0005 5 6643 -5 3469.2508475163727 3295.8897301271386 100 GTEX 1 100 100 1.0 0.0005 5 6643 -6 3270.988027619172 3119.251475054955 100 GTEX 1 100 100 1.0 0.0005 5 6643 -7 3140.7802906384927 3094.421140721542 100 GTEX 1 100 100 1.0 0.0005 5 6643 -8 3032.382795092699 3029.9070316213165 100 GTEX 1 100 100 1.0 0.0005 5 6643 -9 2966.968551840439 2878.147059915637 100 GTEX 1 100 100 1.0 0.0005 5 6643 -10 2901.052120890123 2958.9300996613592 100 GTEX 1 100 100 1.0 0.0005 5 6643 -11 2851.197842206398 2743.0801291810244 100 GTEX 1 100 100 1.0 0.0005 5 6643 -12 2782.5987769191665 2790.9377794156962 100 GTEX 1 100 100 1.0 0.0005 5 6643 -13 2744.786891770839 2715.6717329714234 100 GTEX 1 100 100 1.0 0.0005 5 6643 -14 2717.232925087846 2699.4983411433577 100 GTEX 1 100 100 1.0 0.0005 5 6643 -15 2687.70646498404 2738.7425578882485 100 GTEX 1 100 100 1.0 0.0005 5 6643 -16 2661.7094943186694 2622.779955033567 100 GTEX 1 100 100 1.0 0.0005 5 6643 -17 2640.322752900495 2652.6954248232532 100 GTEX 1 100 100 1.0 0.0005 5 6643 -18 2623.6417633085653 2617.9324640194272 100 GTEX 1 100 100 1.0 0.0005 5 6643 -19 2608.277620771083 2637.9276731077707 100 GTEX 1 100 100 1.0 0.0005 5 6643 -20 2597.6071506047733 2639.4367638649596 100 GTEX 1 100 100 1.0 0.0005 5 6643 -21 2590.7368583127163 2632.4522524061313 100 GTEX 1 100 100 1.0 0.0005 5 6643 -22 2575.490084775363 2581.11809536894 100 GTEX 1 100 100 1.0 0.0005 5 6643 -23 2568.6765776791667 2595.767479726117 100 GTEX 1 100 100 1.0 0.0005 5 6643 -24 2559.409645016901 2577.0417090586384 100 GTEX 1 100 100 1.0 0.0005 5 6643 -25 2554.4316183436545 2588.696029140922 100 GTEX 1 100 100 1.0 0.0005 5 6643 -26 2547.2438003702828 2555.9023140446766 100 GTEX 1 100 100 1.0 0.0005 5 6643 -27 2542.423461024356 2557.5627487820816 100 GTEX 1 100 100 1.0 0.0005 5 6643 -28 2535.4905931717167 2547.822875512417 100 GTEX 1 100 100 1.0 0.0005 5 6643 -29 2528.8073624477624 2537.3693912636645 100 GTEX 1 100 100 1.0 0.0005 5 6643 -30 2522.94967180403 2534.4541823238474 100 GTEX 1 100 100 1.0 0.0005 5 6643 -31 2518.8934948579604 2534.2417298523646 100 GTEX 1 100 100 1.0 0.0005 5 6643 -32 2511.7857477372054 2529.703953035884 100 GTEX 1 100 100 1.0 0.0005 5 6643 -33 2506.8408539924044 2516.1121663720887 100 GTEX 1 100 100 1.0 0.0005 5 6643 -34 2504.5842185612273 2509.4057264436788 100 GTEX 1 100 100 1.0 0.0005 5 6643 -35 2499.2742878789068 2508.66800309678 100 GTEX 1 100 100 1.0 0.0005 5 6643 -36 2496.3675802602957 2519.6534020021386 100 GTEX 1 100 100 1.0 0.0005 5 6643 -37 2496.33733885223 2506.774172706749 100 GTEX 1 100 100 1.0 0.0005 5 6643 -38 2487.129708404235 2512.06002424697 100 GTEX 1 100 100 1.0 0.0005 5 6643 -39 2486.4993734660943 2497.7985115776496 100 GTEX 1 100 100 1.0 0.0005 5 6643 -40 2481.595827426026 2491.9917911195935 100 GTEX 1 100 100 1.0 0.0005 5 6643 -41 2480.88853535018 2502.707241972136 100 GTEX 1 100 100 1.0 0.0005 5 6643 -42 2476.313679312431 2491.5583783864067 100 GTEX 1 100 100 1.0 0.0005 5 6643 -43 2471.585145145431 2489.24310929331 100 GTEX 1 100 100 1.0 0.0005 5 6643 -44 2472.581245058905 2485.8550853656725 100 GTEX 1 100 100 1.0 0.0005 5 6643 -45 2467.558518060475 2482.1809889644724 100 GTEX 1 100 100 1.0 0.0005 5 6643 -46 2467.2352160434352 2502.555974111811 100 GTEX 1 100 100 1.0 0.0005 5 6643 -47 2462.43100609663 2477.617618227186 100 GTEX 1 100 100 1.0 0.0005 5 6643 -48 2460.4496219546763 2483.1878518224216 100 GTEX 1 100 100 1.0 0.0005 5 6643 -49 2457.3954733073606 2474.903932984791 100 GTEX 1 100 100 1.0 0.0005 5 6643 -50 2456.2068027372634 2476.4685411344462 100 GTEX 1 100 100 1.0 0.0005 5 6643 -51 2453.1389802808026 2470.3389154586503 100 GTEX 1 100 100 1.0 0.0005 5 6643 -52 2451.8653906538834 2473.148503408686 100 GTEX 1 100 100 1.0 0.0005 5 6643 -53 2450.4825517463623 2468.7192178588402 100 GTEX 1 100 100 1.0 0.0005 5 6643 -54 2448.191074582885 2462.1808163022815 100 GTEX 1 100 100 1.0 0.0005 5 6643 -55 2444.781766829224 2458.558646662607 100 GTEX 1 100 100 1.0 0.0005 5 6643 -56 2442.9929459683553 2459.1347089992278 100 GTEX 1 100 100 1.0 0.0005 5 6643 -57 2440.183123288669 2457.6402527551686 100 GTEX 1 100 100 1.0 0.0005 5 6643 -58 2439.6617821693117 2452.261678833472 100 GTEX 1 100 100 1.0 0.0005 5 6643 -59 2436.8406412622876 2454.2666609731464 100 GTEX 1 100 100 1.0 0.0005 5 6643 -60 2434.5047972717316 2451.57167430341 100 GTEX 1 100 100 1.0 0.0005 5 6643 -61 2432.904928411893 2450.9178165102185 100 GTEX 1 100 100 1.0 0.0005 5 6643 -62 2432.8389022084116 2449.1691383971006 100 GTEX 1 100 100 1.0 0.0005 5 6643 -63 2430.026289847505 2448.9723916869652 100 GTEX 1 100 100 1.0 0.0005 5 6643 -64 2429.8116765185973 2447.310117076105 100 GTEX 1 100 100 1.0 0.0005 5 6643 -65 2426.4531560752566 2446.2301067163735 100 GTEX 1 100 100 1.0 0.0005 5 6643 -66 2425.121461237473 2442.0740590838877 100 GTEX 1 100 100 1.0 0.0005 5 6643 -67 2423.8718770269834 2439.663499955442 100 GTEX 1 100 100 1.0 0.0005 5 6643 -68 2423.308036381105 2442.524178276497 100 GTEX 1 100 100 1.0 0.0005 5 6643 -69 2420.5558518808343 2435.5382465319035 100 GTEX 1 100 100 1.0 0.0005 5 6643 -70 2419.551007441763 2437.7624149685125 100 GTEX 1 100 100 1.0 0.0005 5 6643 -71 2418.156772580081 2436.6217611914803 100 GTEX 1 100 100 1.0 0.0005 5 6643 -72 2417.034095926145 2435.603959348265 100 GTEX 1 100 100 1.0 0.0005 5 6643 -73 2416.1187472199895 2431.4667551018892 100 GTEX 1 100 100 1.0 0.0005 5 6643 -74 2415.2532753062446 2432.1775979161716 100 GTEX 1 100 100 1.0 0.0005 5 6643 -75 2413.851105887144 2431.4693552459603 100 GTEX 1 100 100 1.0 0.0005 5 6643 -76 2411.765484735834 2427.525894687203 100 GTEX 1 100 100 1.0 0.0005 5 6643 -77 2410.977804504504 2427.0516306365853 100 GTEX 1 100 100 1.0 0.0005 5 6643 -78 2410.145164437363 2426.048804917716 100 GTEX 1 100 100 1.0 0.0005 5 6643 -79 2409.8915087751366 2428.940086219701 100 GTEX 1 100 100 1.0 0.0005 5 6643 -80 2407.753019509175 2426.481856545568 100 GTEX 1 100 100 1.0 0.0005 5 6643 -81 2407.2057416139614 2422.9604055890563 100 GTEX 1 100 100 1.0 0.0005 5 6643 -82 2406.1463981379397 2422.5744424682152 100 GTEX 1 100 100 1.0 0.0005 5 6643 -83 2404.6222233162316 2421.696291847374 100 GTEX 1 100 100 1.0 0.0005 5 6643 -84 2403.9056428849062 2419.4596601711028 100 GTEX 1 100 100 1.0 0.0005 5 6643 -85 2402.9742041588133 2420.3121518907437 100 GTEX 1 100 100 1.0 0.0005 5 6643 -86 2402.729915120451 2419.005037837155 100 GTEX 1 100 100 1.0 0.0005 5 6643 -87 2401.3782616640783 2417.506384787904 100 GTEX 1 100 100 1.0 0.0005 5 6643 -88 2399.9707543669374 2418.0624925736693 100 GTEX 1 100 100 1.0 0.0005 5 6643 -89 2399.9483621044646 2418.647150888189 100 GTEX 1 100 100 1.0 0.0005 5 6643 -90 2399.39851071382 2418.4123442327113 100 GTEX 1 100 100 1.0 0.0005 5 6643 -91 2397.596718112506 2416.488472478018 100 GTEX 1 100 100 1.0 0.0005 5 6643 -92 2397.6452624855997 2414.472123410765 100 GTEX 1 100 100 1.0 0.0005 5 6643 -93 2397.0332262057923 2416.0792751529825 100 GTEX 1 100 100 1.0 0.0005 5 6643 -94 2396.542051578633 2411.6000150383197 100 GTEX 1 100 100 1.0 0.0005 5 6643 -95 2395.38035054024 2411.3170996836384 100 GTEX 1 100 100 1.0 0.0005 5 6643 -96 2395.0287296548618 2412.558482355038 100 GTEX 1 100 100 1.0 0.0005 5 6643 -97 2394.449434007399 2413.3424225433696 100 GTEX 1 100 100 1.0 0.0005 5 6643 -98 2393.554323700296 2410.477450874822 100 GTEX 1 100 100 1.0 0.0005 5 6643 -99 2393.288980363326 2413.0368513100047 100 GTEX 1 100 100 1.0 0.0005 5 6643 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 372c8ee7f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5306.087490179703 5164.347897605751 100 GTEX 1 50 100 0.5 0.0005 5 1604 -1 4841.299100400982 4663.432327560598 100 GTEX 1 50 100 0.5 0.0005 5 1604 -2 4414.428112693683 4213.899272962215 100 GTEX 1 50 100 0.5 0.0005 5 1604 -3 4036.7106256385255 3943.171431276735 100 GTEX 1 50 100 0.5 0.0005 5 1604 -4 3703.705151725649 3420.980752807153 100 GTEX 1 50 100 0.5 0.0005 5 1604 -5 3434.0868799957666 3234.0481077709123 100 GTEX 1 50 100 0.5 0.0005 5 1604 -6 3238.9283485561687 3085.137917174133 100 GTEX 1 50 100 0.5 0.0005 5 1604 -7 3079.056418817298 3123.128210959779 100 GTEX 1 50 100 0.5 0.0005 5 1604 -8 2979.3909290991073 2835.6002359716613 100 GTEX 1 50 100 0.5 0.0005 5 1604 -9 2898.665727463244 2862.6439817015207 100 GTEX 1 50 100 0.5 0.0005 5 1604 -10 2835.6053193566713 2786.4466622356226 100 GTEX 1 50 100 0.5 0.0005 5 1604 -11 2782.3789837705153 2691.847863258971 100 GTEX 1 50 100 0.5 0.0005 5 1604 -12 2739.595911471056 2737.525436111276 100 GTEX 1 50 100 0.5 0.0005 5 1604 -13 2713.1353640751263 2681.3871569035173 100 GTEX 1 50 100 0.5 0.0005 5 1604 -14 2692.45044174831 2682.599531398527 100 GTEX 1 50 100 0.5 0.0005 5 1604 -15 2668.501226092941 2645.015760530537 100 GTEX 1 50 100 0.5 0.0005 5 1604 -16 2649.2383188755593 2634.4618490821053 100 GTEX 1 50 100 0.5 0.0005 5 1604 -17 2639.561251548347 2645.1609638634745 100 GTEX 1 50 100 0.5 0.0005 5 1604 -18 2630.726581119365 2612.3242948698908 100 GTEX 1 50 100 0.5 0.0005 5 1604 -19 2616.4783281161285 2607.598322763189 100 GTEX 1 50 100 0.5 0.0005 5 1604 -20 2608.9996409453975 2582.855323936549 100 GTEX 1 50 100 0.5 0.0005 5 1604 -21 2598.5359563927245 2595.4744162903994 100 GTEX 1 50 100 0.5 0.0005 5 1604 -22 2593.950163824626 2572.722969084185 100 GTEX 1 50 100 0.5 0.0005 5 1604 -23 2578.4371280253117 2554.403166216136 100 GTEX 1 50 100 0.5 0.0005 5 1604 -24 2575.796184561957 2575.39127851711 100 GTEX 1 50 100 0.5 0.0005 5 1604 -25 2565.113383424412 2576.6478118316304 100 GTEX 1 50 100 0.5 0.0005 5 1604 -26 2561.3718389114406 2551.6582309737405 100 GTEX 1 50 100 0.5 0.0005 5 1604 -27 2554.7107472833263 2546.8418581422293 100 GTEX 1 50 100 0.5 0.0005 5 1604 -28 2548.7526247631577 2530.7116838462453 100 GTEX 1 50 100 0.5 0.0005 5 1604 -29 2542.5512928441394 2523.6473569688687 100 GTEX 1 50 100 0.5 0.0005 5 1604 -30 2541.806143498262 2533.4879349973266 100 GTEX 1 50 100 0.5 0.0005 5 1604 -31 2529.9633676366343 2514.533714613534 100 GTEX 1 50 100 0.5 0.0005 5 1604 -32 2528.8970637157777 2514.143984486395 100 GTEX 1 50 100 0.5 0.0005 5 1604 -33 2522.645451954404 2520.3063667790516 100 GTEX 1 50 100 0.5 0.0005 5 1604 -34 2517.366562668142 2497.1041784250237 100 GTEX 1 50 100 0.5 0.0005 5 1604 -35 2513.487373259373 2509.5896116771623 100 GTEX 1 50 100 0.5 0.0005 5 1604 -36 2510.670771222363 2499.500496635872 100 GTEX 1 50 100 0.5 0.0005 5 1604 -37 2507.586147986509 2480.228828459185 100 GTEX 1 50 100 0.5 0.0005 5 1604 -38 2502.1373389657 2495.6576517199383 100 GTEX 1 50 100 0.5 0.0005 5 1604 -39 2503.602336957284 2489.124700161894 100 GTEX 1 50 100 0.5 0.0005 5 1604 -40 2492.4294765235077 2530.24602505644 100 GTEX 1 50 100 0.5 0.0005 5 1604 -41 2491.4968111371245 2477.1791713700095 100 GTEX 1 50 100 0.5 0.0005 5 1604 -42 2490.474867570409 2487.914670530834 100 GTEX 1 50 100 0.5 0.0005 5 1604 -43 2484.0107593369153 2486.7680617647934 100 GTEX 1 50 100 0.5 0.0005 5 1604 -44 2481.594642079064 2469.051056952531 100 GTEX 1 50 100 0.5 0.0005 5 1604 -45 2479.2874255947468 2467.3666639436788 100 GTEX 1 50 100 0.5 0.0005 5 1604 -46 2475.691379533016 2465.555597225523 100 GTEX 1 50 100 0.5 0.0005 5 1604 -47 2474.9542918565394 2463.8393276200095 100 GTEX 1 50 100 0.5 0.0005 5 1604 -48 2468.9996328735674 2461.281507136704 100 GTEX 1 50 100 0.5 0.0005 5 1604 -49 2467.581892584727 2457.0181796577945 100 GTEX 1 50 100 0.5 0.0005 5 1604 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index 7c47fbe4a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5302.31661854171 5213.1925220562025 100 GTEX 1 50 100 0.0 0.0005 5 9412 -1 4840.490733951655 4736.6020359285885 100 GTEX 1 50 100 0.0 0.0005 5 9412 -2 4448.348735296375 4292.370629604325 100 GTEX 1 50 100 0.0 0.0005 5 9412 -3 4114.813901635905 4045.0566898244415 100 GTEX 1 50 100 0.0 0.0005 5 9412 -4 3853.9264411801355 3610.8317722567135 100 GTEX 1 50 100 0.0 0.0005 5 9412 -5 3602.7757078762907 3469.7903036255348 100 GTEX 1 50 100 0.0 0.0005 5 9412 -6 3412.432012419168 3279.8482048701876 100 GTEX 1 50 100 0.0 0.0005 5 9412 -7 3253.256836994832 2795.0181527373456 100 GTEX 1 50 100 0.0 0.0005 5 9412 -8 3069.2684285296955 2890.296450770853 100 GTEX 1 50 100 0.0 0.0005 5 9412 -9 2957.743942362285 2904.4850480112286 100 GTEX 1 50 100 0.0 0.0005 5 9412 -10 2862.0198110562515 2872.020430764318 100 GTEX 1 50 100 0.0 0.0005 5 9412 -11 2805.742102397638 2769.365656747564 100 GTEX 1 50 100 0.0 0.0005 5 9412 -12 2756.1141453226505 2711.511485748871 100 GTEX 1 50 100 0.0 0.0005 5 9412 -13 2722.406964988785 2709.463423464235 100 GTEX 1 50 100 0.0 0.0005 5 9412 -14 2688.3640093136023 2763.8120052207105 100 GTEX 1 50 100 0.0 0.0005 5 9412 -15 2668.5392158905606 2661.2992040829968 100 GTEX 1 50 100 0.0 0.0005 5 9412 -16 2647.0959740857634 2623.050905641041 100 GTEX 1 50 100 0.0 0.0005 5 9412 -17 2632.5413798373215 2655.1639919498575 100 GTEX 1 50 100 0.0 0.0005 5 9412 -18 2618.6058485386325 2643.796434061609 100 GTEX 1 50 100 0.0 0.0005 5 9412 -19 2607.4574712292124 2626.136304732058 100 GTEX 1 50 100 0.0 0.0005 5 9412 -20 2598.640709844476 2595.3133800201995 100 GTEX 1 50 100 0.0 0.0005 5 9412 -21 2587.7318395427455 2600.4565466819154 100 GTEX 1 50 100 0.0 0.0005 5 9412 -22 2576.9064098119206 2580.8589117826164 100 GTEX 1 50 100 0.0 0.0005 5 9412 -23 2567.3107832790465 2558.3729818946053 100 GTEX 1 50 100 0.0 0.0005 5 9412 -24 2556.422459704805 2551.4515663988236 100 GTEX 1 50 100 0.0 0.0005 5 9412 -25 2548.6719017427727 2549.329719804539 100 GTEX 1 50 100 0.0 0.0005 5 9412 -26 2541.4889382660244 2530.780918599988 100 GTEX 1 50 100 0.0 0.0005 5 9412 -27 2536.2953672698172 2550.1323808445222 100 GTEX 1 50 100 0.0 0.0005 5 9412 -28 2527.16473225559 2533.323653420568 100 GTEX 1 50 100 0.0 0.0005 5 9412 -29 2528.7397913527334 2530.555255614306 100 GTEX 1 50 100 0.0 0.0005 5 9412 -30 2521.7129972866273 2525.8444536448433 100 GTEX 1 50 100 0.0 0.0005 5 9412 -31 2516.64465970299 2528.75806685183 100 GTEX 1 50 100 0.0 0.0005 5 9412 -32 2509.082757044206 2518.7353692000356 100 GTEX 1 50 100 0.0 0.0005 5 9412 -33 2506.3197721773663 2514.418852483365 100 GTEX 1 50 100 0.0 0.0005 5 9412 -34 2502.7171045329333 2500.1701298122625 100 GTEX 1 50 100 0.0 0.0005 5 9412 -35 2500.4508395115927 2502.455066985504 100 GTEX 1 50 100 0.0 0.0005 5 9412 -36 2493.5288069174912 2497.3329038438687 100 GTEX 1 50 100 0.0 0.0005 5 9412 -37 2491.9102290512024 2502.289519219344 100 GTEX 1 50 100 0.0 0.0005 5 9412 -38 2486.535425818179 2500.7710397234437 100 GTEX 1 50 100 0.0 0.0005 5 9412 -39 2484.5100591507835 2493.5320186252375 100 GTEX 1 50 100 0.0 0.0005 5 9412 -40 2482.7858124407894 2503.30853898081 100 GTEX 1 50 100 0.0 0.0005 5 9412 -41 2476.890273088838 2494.6047428261645 100 GTEX 1 50 100 0.0 0.0005 5 9412 -42 2474.6353865627807 2483.345501685777 100 GTEX 1 50 100 0.0 0.0005 5 9412 -43 2470.6278171976505 2478.0228118316304 100 GTEX 1 50 100 0.0 0.0005 5 9412 -44 2469.406520341837 2477.6956847448314 100 GTEX 1 50 100 0.0 0.0005 5 9412 -45 2468.252767709337 2481.7669877317016 100 GTEX 1 50 100 0.0 0.0005 5 9412 -46 2465.9369433531856 2477.75374101414 100 GTEX 1 50 100 0.0 0.0005 5 9412 -47 2461.47059321401 2468.4164602765563 100 GTEX 1 50 100 0.0 0.0005 5 9412 -48 2458.8174789265922 2468.3820280938094 100 GTEX 1 50 100 0.0 0.0005 5 9412 -49 2458.1060614492694 2466.326972990435 100 GTEX 1 50 100 0.0 0.0005 5 9412 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index 1f2b1c1c5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5312.81472359578 5180.306473532557 100 GTEX 1 50 100 1.0 0.0005 5 2921 -1 4843.598974459801 4878.2403476265445 100 GTEX 1 50 100 1.0 0.0005 5 2921 -2 4408.877188471714 4223.42938487702 100 GTEX 1 50 100 1.0 0.0005 5 2921 -3 4026.9864596468324 3897.253052221958 100 GTEX 1 50 100 1.0 0.0005 5 2921 -4 3715.6226635791186 3516.812855535587 100 GTEX 1 50 100 1.0 0.0005 5 2921 -5 3442.359871610966 3346.254927370485 100 GTEX 1 50 100 1.0 0.0005 5 2921 -6 3256.576399846176 3161.8622694124288 100 GTEX 1 50 100 1.0 0.0005 5 2921 -7 3098.3861142911314 3011.0397596468038 100 GTEX 1 50 100 1.0 0.0005 5 2921 -8 3006.6997541470123 2883.8957380287547 100 GTEX 1 50 100 1.0 0.0005 5 2921 -9 2924.2528841706308 2797.500281272279 100 GTEX 1 50 100 1.0 0.0005 5 2921 -10 2856.041532866842 2803.776024647992 100 GTEX 1 50 100 1.0 0.0005 5 2921 -11 2790.0115595054285 2813.7175599304896 100 GTEX 1 50 100 1.0 0.0005 5 2921 -12 2737.6411369551797 2697.268246494772 100 GTEX 1 50 100 1.0 0.0005 5 2921 -13 2713.8679072080977 2682.5949354280538 100 GTEX 1 50 100 1.0 0.0005 5 2921 -14 2685.5426494356216 2641.5092847700807 100 GTEX 1 50 100 1.0 0.0005 5 2921 -15 2665.8547027255863 2636.266680467265 100 GTEX 1 50 100 1.0 0.0005 5 2921 -16 2648.3472003334364 2609.209769709482 100 GTEX 1 50 100 1.0 0.0005 5 2921 -17 2639.249673052198 2580.3733170077826 100 GTEX 1 50 100 1.0 0.0005 5 2921 -18 2621.024811077914 2593.109252465542 100 GTEX 1 50 100 1.0 0.0005 5 2921 -19 2609.341497649937 2569.011737315827 100 GTEX 1 50 100 1.0 0.0005 5 2921 -20 2597.4592645422917 2567.7609482681796 100 GTEX 1 50 100 1.0 0.0005 5 2921 -21 2590.2091071029217 2559.84723666231 100 GTEX 1 50 100 1.0 0.0005 5 2921 -22 2582.7327484875505 2566.538974312322 100 GTEX 1 50 100 1.0 0.0005 5 2921 -23 2573.166330942146 2533.825240798776 100 GTEX 1 50 100 1.0 0.0005 5 2921 -24 2566.204940903888 2562.8715086962334 100 GTEX 1 50 100 1.0 0.0005 5 2921 -25 2556.039187935724 2549.105617276616 100 GTEX 1 50 100 1.0 0.0005 5 2921 -26 2552.1582494671043 2519.595435777091 100 GTEX 1 50 100 1.0 0.0005 5 2921 -27 2546.8840095034066 2537.7831669216375 100 GTEX 1 50 100 1.0 0.0005 5 2921 -28 2540.91694282813 2531.9759665369534 100 GTEX 1 50 100 1.0 0.0005 5 2921 -29 2534.539689575466 2501.016580211799 100 GTEX 1 50 100 1.0 0.0005 5 2921 -30 2529.4126922746036 2493.2809817238 100 GTEX 1 50 100 1.0 0.0005 5 2921 -31 2526.6314708483665 2486.876517756357 100 GTEX 1 50 100 1.0 0.0005 5 2921 -32 2520.1010925286523 2482.727371970057 100 GTEX 1 50 100 1.0 0.0005 5 2921 -33 2517.164565300229 2486.026810910765 100 GTEX 1 50 100 1.0 0.0005 5 2921 -34 2512.8032864830216 2487.3809095027327 100 GTEX 1 50 100 1.0 0.0005 5 2921 -35 2510.915601898577 2486.318959051212 100 GTEX 1 50 100 1.0 0.0005 5 2921 -36 2504.823818562589 2466.796532460492 100 GTEX 1 50 100 1.0 0.0005 5 2921 -37 2500.232854684983 2469.798735295865 100 GTEX 1 50 100 1.0 0.0005 5 2921 -38 2499.138506492743 2467.1867369445104 100 GTEX 1 50 100 1.0 0.0005 5 2921 -39 2494.031523926452 2457.6940639481345 100 GTEX 1 50 100 1.0 0.0005 5 2921 -40 2491.1389778308862 2455.5470727260576 100 GTEX 1 50 100 1.0 0.0005 5 2921 -41 2487.2004346564463 2465.147904660765 100 GTEX 1 50 100 1.0 0.0005 5 2921 -42 2484.630536398641 2453.7268929717206 100 GTEX 1 50 100 1.0 0.0005 5 2921 -43 2482.875668930355 2446.2556161626662 100 GTEX 1 50 100 1.0 0.0005 5 2921 -44 2477.3609956584387 2450.249157111454 100 GTEX 1 50 100 1.0 0.0005 5 2921 -45 2474.2033061390885 2445.0493999524715 100 GTEX 1 50 100 1.0 0.0005 5 2921 -46 2472.7816852083224 2441.32105513308 100 GTEX 1 50 100 1.0 0.0005 5 2921 -47 2470.3609848014403 2437.3037731330205 100 GTEX 1 50 100 1.0 0.0005 5 2921 -48 2466.950023612037 2437.98420976414 100 GTEX 1 50 100 1.0 0.0005 5 2921 -49 2465.204824829424 2438.460583820996 100 GTEX 1 50 100 1.0 0.0005 5 2921 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index f6efabb41..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5387.41590901495 5378.98856345057 150 GTEX 1 100 100 0.5 0.0005 5 3893 -1 5051.957862364827 5349.915528272041 150 GTEX 1 100 100 0.5 0.0005 5 3893 -2 4742.951115759018 4824.002467398408 150 GTEX 1 100 100 0.5 0.0005 5 3893 -3 4475.160350799158 4510.122491756772 150 GTEX 1 100 100 0.5 0.0005 5 3893 -4 4198.391914223421 4175.0131473903875 150 GTEX 1 100 100 0.5 0.0005 5 3893 -5 3969.3395810673755 3811.6566992930134 150 GTEX 1 100 100 0.5 0.0005 5 3893 -6 3755.5493326788533 3544.898834344552 150 GTEX 1 100 100 0.5 0.0005 5 3893 -7 3559.625443048055 3430.6937984568085 150 GTEX 1 100 100 0.5 0.0005 5 3893 -8 3407.8160400777456 3297.8998559291826 150 GTEX 1 100 100 0.5 0.0005 5 3893 -9 3290.010310073809 3249.167847143833 150 GTEX 1 100 100 0.5 0.0005 5 3893 -10 3172.7949876101275 3135.7596361283568 150 GTEX 1 100 100 0.5 0.0005 5 3893 -11 3095.165698451075 3046.9457056313868 150 GTEX 1 100 100 0.5 0.0005 5 3893 -12 3015.6476829772996 3047.1409155551924 150 GTEX 1 100 100 0.5 0.0005 5 3893 -13 2968.16869374476 2899.259937823045 150 GTEX 1 100 100 0.5 0.0005 5 3893 -14 2894.832348423925 2826.273516404765 150 GTEX 1 100 100 0.5 0.0005 5 3893 -15 2851.233741425808 2839.890420311757 150 GTEX 1 100 100 0.5 0.0005 5 3893 -16 2814.4691874777186 2752.5211195564993 150 GTEX 1 100 100 0.5 0.0005 5 3893 -17 2784.939980269662 2782.223859779735 150 GTEX 1 100 100 0.5 0.0005 5 3893 -18 2754.8129791005103 2705.3642573483544 150 GTEX 1 100 100 0.5 0.0005 5 3893 -19 2736.373905325737 2709.617732871168 150 GTEX 1 100 100 0.5 0.0005 5 3893 -20 2711.1297045875226 2749.598478716136 150 GTEX 1 100 100 0.5 0.0005 5 3893 -21 2693.3064241297484 2665.3048146759147 150 GTEX 1 100 100 0.5 0.0005 5 3893 -22 2669.3943223881724 2658.9532326817966 150 GTEX 1 100 100 0.5 0.0005 5 3893 -23 2661.230439118905 2638.792564479117 150 GTEX 1 100 100 0.5 0.0005 5 3893 -24 2650.238832687518 2648.0937574263307 150 GTEX 1 100 100 0.5 0.0005 5 3893 -25 2635.7608945465167 2660.1278600656487 150 GTEX 1 100 100 0.5 0.0005 5 3893 -26 2630.449216145352 2637.9239348785054 150 GTEX 1 100 100 0.5 0.0005 5 3893 -27 2619.477671306413 2590.272245109761 150 GTEX 1 100 100 0.5 0.0005 5 3893 -28 2606.7509675364918 2616.8519115375475 150 GTEX 1 100 100 0.5 0.0005 5 3893 -29 2601.9971192076755 2657.165925580739 150 GTEX 1 100 100 0.5 0.0005 5 3893 -30 2593.548157389443 2610.411471174697 150 GTEX 1 100 100 0.5 0.0005 5 3893 -31 2587.295189431669 2586.111225548806 150 GTEX 1 100 100 0.5 0.0005 5 3893 -32 2579.6475011161306 2583.5397071983425 150 GTEX 1 100 100 0.5 0.0005 5 3893 -33 2575.557229043363 2561.562052099424 150 GTEX 1 100 100 0.5 0.0005 5 3893 -34 2570.2297786472086 2551.488860967948 150 GTEX 1 100 100 0.5 0.0005 5 3893 -35 2557.0100578097768 2577.247088878327 150 GTEX 1 100 100 0.5 0.0005 5 3893 -36 2557.0803904248805 2543.5766536582105 150 GTEX 1 100 100 0.5 0.0005 5 3893 -37 2553.2760527213777 2532.430626930846 150 GTEX 1 100 100 0.5 0.0005 5 3893 -38 2545.1511307060878 2554.2484618212334 150 GTEX 1 100 100 0.5 0.0005 5 3893 -39 2542.4877992869556 2534.4732480357357 150 GTEX 1 100 100 0.5 0.0005 5 3893 -40 2539.7292751248992 2536.304435004753 150 GTEX 1 100 100 0.5 0.0005 5 3893 -41 2536.0917417131964 2521.691078099008 150 GTEX 1 100 100 0.5 0.0005 5 3893 -42 2529.752614241411 2527.8711661567254 150 GTEX 1 100 100 0.5 0.0005 5 3893 -43 2525.6572518868998 2542.868836609583 150 GTEX 1 100 100 0.5 0.0005 5 3893 -44 2521.846630895479 2520.8820536218213 150 GTEX 1 100 100 0.5 0.0005 5 3893 -45 2522.5387474665285 2542.194736031072 150 GTEX 1 100 100 0.5 0.0005 5 3893 -46 2517.791083758467 2516.3047069941185 150 GTEX 1 100 100 0.5 0.0005 5 3893 -47 2512.9076138040364 2517.04890006758 150 GTEX 1 100 100 0.5 0.0005 5 3893 -48 2514.496280562579 2516.4860914107057 150 GTEX 1 100 100 0.5 0.0005 5 3893 -49 2507.2117551273914 2515.4508613615435 150 GTEX 1 100 100 0.5 0.0005 5 3893 -50 2506.4863639711466 2522.9634503846837 150 GTEX 1 100 100 0.5 0.0005 5 3893 -51 2502.5909482755064 2503.299200833977 150 GTEX 1 100 100 0.5 0.0005 5 3893 -52 2500.7960670433313 2493.633850793875 150 GTEX 1 100 100 0.5 0.0005 5 3893 -53 2496.733438177724 2503.2787584660173 150 GTEX 1 100 100 0.5 0.0005 5 3893 -54 2495.4858105736953 2499.5788861989067 150 GTEX 1 100 100 0.5 0.0005 5 3893 -55 2493.0067936184164 2494.80221174697 150 GTEX 1 100 100 0.5 0.0005 5 3893 -56 2489.4715250332983 2485.304261878416 150 GTEX 1 100 100 0.5 0.0005 5 3893 -57 2488.4112687183933 2492.948432487227 150 GTEX 1 100 100 0.5 0.0005 5 3893 -58 2485.906590770489 2492.0377368999525 150 GTEX 1 100 100 0.5 0.0005 5 3893 -59 2483.2250992293543 2479.006180563807 150 GTEX 1 100 100 0.5 0.0005 5 3893 -60 2481.3931306714276 2495.181306440114 150 GTEX 1 100 100 0.5 0.0005 5 3893 -61 2476.9557932169396 2484.7332461977185 150 GTEX 1 100 100 0.5 0.0005 5 3893 -62 2477.967798865054 2474.902436579135 150 GTEX 1 100 100 0.5 0.0005 5 3893 -63 2474.23640757966 2481.7691682880823 150 GTEX 1 100 100 0.5 0.0005 5 3893 -64 2471.585414481513 2472.0241035490435 150 GTEX 1 100 100 0.5 0.0005 5 3893 -65 2471.8929433688654 2477.6385437707936 150 GTEX 1 100 100 0.5 0.0005 5 3893 -66 2469.877194325725 2462.6586148222136 150 GTEX 1 100 100 0.5 0.0005 5 3893 -67 2468.405478276307 2465.2543379054778 150 GTEX 1 100 100 0.5 0.0005 5 3893 -68 2466.494115945315 2467.7777322399297 150 GTEX 1 100 100 0.5 0.0005 5 3893 -69 2465.7432725809063 2474.39297729028 150 GTEX 1 100 100 0.5 0.0005 5 3893 -70 2462.2529723418356 2458.403297105216 150 GTEX 1 100 100 0.5 0.0005 5 3893 -71 2462.074696148463 2461.758873072867 150 GTEX 1 100 100 0.5 0.0005 5 3893 -72 2459.4262114295466 2468.1772140676985 150 GTEX 1 100 100 0.5 0.0005 5 3893 -73 2458.7020231565075 2453.669470725404 150 GTEX 1 100 100 0.5 0.0005 5 3893 -74 2454.8273210663524 2458.8278813235206 150 GTEX 1 100 100 0.5 0.0005 5 3893 -75 2453.594916134459 2459.021914173895 150 GTEX 1 100 100 0.5 0.0005 5 3893 -76 2454.459839885837 2458.8931286017705 150 GTEX 1 100 100 0.5 0.0005 5 3893 -77 2451.736752424747 2460.8171818374226 150 GTEX 1 100 100 0.5 0.0005 5 3893 -78 2450.68464022538 2445.338911745485 150 GTEX 1 100 100 0.5 0.0005 5 3893 -79 2448.209558274384 2451.240397290132 150 GTEX 1 100 100 0.5 0.0005 5 3893 -80 2446.2212504879203 2446.923040933935 150 GTEX 1 100 100 0.5 0.0005 5 3893 -81 2446.8538478336754 2442.67347398185 150 GTEX 1 100 100 0.5 0.0005 5 3893 -82 2444.3602708184103 2445.681005209571 150 GTEX 1 100 100 0.5 0.0005 5 3893 -83 2442.526946244603 2447.024035783775 150 GTEX 1 100 100 0.5 0.0005 5 3893 -84 2442.0068552531575 2446.120190058371 150 GTEX 1 100 100 0.5 0.0005 5 3893 -85 2439.7646703062283 2442.3442819109437 150 GTEX 1 100 100 0.5 0.0005 5 3893 -86 2437.084987267655 2439.042805834868 150 GTEX 1 100 100 0.5 0.0005 5 3893 -87 2438.2148347497805 2443.1163896335847 150 GTEX 1 100 100 0.5 0.0005 5 3893 -88 2437.2428483327362 2443.9838245232295 150 GTEX 1 100 100 0.5 0.0005 5 3893 -89 2435.8981017324986 2436.8772970569453 150 GTEX 1 100 100 0.5 0.0005 5 3893 -90 2433.5725732313563 2438.514519869148 150 GTEX 1 100 100 0.5 0.0005 5 3893 -91 2432.1334097638505 2437.9256025539153 150 GTEX 1 100 100 0.5 0.0005 5 3893 -92 2431.514006404649 2430.3993323728614 150 GTEX 1 100 100 0.5 0.0005 5 3893 -93 2430.6796969128372 2438.936519260189 150 GTEX 1 100 100 0.5 0.0005 5 3893 -94 2429.891066578105 2437.411066903814 150 GTEX 1 100 100 0.5 0.0005 5 3893 -95 2427.8666769889815 2432.4515520103078 150 GTEX 1 100 100 0.5 0.0005 5 3893 -96 2426.948905289633 2432.181034914894 150 GTEX 1 100 100 0.5 0.0005 5 3893 -97 2426.9052073671205 2427.9492414931383 150 GTEX 1 100 100 0.5 0.0005 5 3893 -98 2425.675686090086 2426.1084620254574 150 GTEX 1 100 100 0.5 0.0005 5 3893 -99 2425.06624422026 2429.78685502317 150 GTEX 1 100 100 0.5 0.0005 5 3893 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index bb533cf54..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5386.887466516088 5384.32606883466 150 GTEX 1 100 100 0.0 0.0005 5 560 -1 5059.927687388181 5045.056898689995 150 GTEX 1 100 100 0.0 0.0005 5 560 -2 4746.3835658880025 4797.598036849454 150 GTEX 1 100 100 0.0 0.0005 5 560 -3 4460.499479328275 4419.280194532736 150 GTEX 1 100 100 0.0 0.0005 5 560 -4 4223.384108970016 3972.126118126931 150 GTEX 1 100 100 0.0 0.0005 5 560 -5 3986.082501272925 3864.7186432464946 150 GTEX 1 100 100 0.0 0.0005 5 560 -6 3771.6260945195318 3717.9667467472673 150 GTEX 1 100 100 0.0 0.0005 5 560 -7 3597.699700223061 3524.327879002792 150 GTEX 1 100 100 0.0 0.0005 5 560 -8 3452.352725875079 3340.1993538163915 150 GTEX 1 100 100 0.0 0.0005 5 560 -9 3323.9697245509897 3314.673872682985 150 GTEX 1 100 100 0.0 0.0005 5 560 -10 3245.7382252371726 3253.8585673865255 150 GTEX 1 100 100 0.0 0.0005 5 560 -11 3155.151020253537 3100.5581941205737 150 GTEX 1 100 100 0.0 0.0005 5 560 -12 3080.0918464664674 2984.7870184024478 150 GTEX 1 100 100 0.0 0.0005 5 560 -13 3003.4939063098295 2967.4801856211384 150 GTEX 1 100 100 0.0 0.0005 5 560 -14 2935.537100065317 2834.5093511429122 150 GTEX 1 100 100 0.0 0.0005 5 560 -15 2880.8527117171407 2832.248763980068 150 GTEX 1 100 100 0.0 0.0005 5 560 -16 2821.377674174105 2821.0763863103016 150 GTEX 1 100 100 0.0 0.0005 5 560 -17 2791.589377414844 2825.5318348235505 150 GTEX 1 100 100 0.0 0.0005 5 560 -18 2763.4724985011667 2750.8217940529944 150 GTEX 1 100 100 0.0 0.0005 5 560 -19 2738.5737847537416 2708.253472273794 150 GTEX 1 100 100 0.0 0.0005 5 560 -20 2716.5128611331634 2691.1167047884983 150 GTEX 1 100 100 0.0 0.0005 5 560 -21 2695.4030461797397 2684.503540503208 150 GTEX 1 100 100 0.0 0.0005 5 560 -22 2679.315072128636 2684.1259473213227 150 GTEX 1 100 100 0.0 0.0005 5 560 -23 2662.334868124348 2632.0363119727303 150 GTEX 1 100 100 0.0 0.0005 5 560 -24 2648.532758220166 2639.8759872378505 150 GTEX 1 100 100 0.0 0.0005 5 560 -25 2636.5602304489444 2663.5932723941005 150 GTEX 1 100 100 0.0 0.0005 5 560 -26 2631.000979476611 2618.954111773705 150 GTEX 1 100 100 0.0 0.0005 5 560 -27 2621.1112599141675 2612.6306319436194 150 GTEX 1 100 100 0.0 0.0005 5 560 -28 2614.1505555946396 2595.8802648043907 150 GTEX 1 100 100 0.0 0.0005 5 560 -29 2603.1146559884005 2589.529838068857 150 GTEX 1 100 100 0.0 0.0005 5 560 -30 2598.9444267391414 2617.7031082907556 150 GTEX 1 100 100 0.0 0.0005 5 560 -31 2589.528738629293 2613.084037287607 150 GTEX 1 100 100 0.0 0.0005 5 560 -32 2586.9852732941154 2573.199227104622 150 GTEX 1 100 100 0.0 0.0005 5 560 -33 2579.1109064814787 2607.13304642942 150 GTEX 1 100 100 0.0 0.0005 5 560 -34 2573.9688235490717 2565.771294075273 150 GTEX 1 100 100 0.0 0.0005 5 560 -35 2573.14458042885 2570.40308313406 150 GTEX 1 100 100 0.0 0.0005 5 560 -36 2562.6446072489885 2573.0507756802517 150 GTEX 1 100 100 0.0 0.0005 5 560 -37 2557.2239708751863 2547.432821411597 150 GTEX 1 100 100 0.0 0.0005 5 560 -38 2554.788224989602 2540.4522120254574 150 GTEX 1 100 100 0.0 0.0005 5 560 -39 2549.2591198012256 2541.4114632842206 150 GTEX 1 100 100 0.0 0.0005 5 560 -40 2547.349724185823 2556.848449474958 150 GTEX 1 100 100 0.0 0.0005 5 560 -41 2542.4994513218617 2538.7817758770498 150 GTEX 1 100 100 0.0 0.0005 5 560 -42 2543.2031332265615 2529.079409755228 150 GTEX 1 100 100 0.0 0.0005 5 560 -43 2535.498704742048 2541.9629699939105 150 GTEX 1 100 100 0.0 0.0005 5 560 -44 2534.083180596084 2534.441601655329 150 GTEX 1 100 100 0.0 0.0005 5 560 -45 2528.5378138936157 2546.22248776512 150 GTEX 1 100 100 0.0 0.0005 5 560 -46 2524.2026989724172 2518.0346057732295 150 GTEX 1 100 100 0.0 0.0005 5 560 -47 2524.5486248592974 2515.2363276608544 150 GTEX 1 100 100 0.0 0.0005 5 560 -48 2520.652314815197 2510.468267752644 150 GTEX 1 100 100 0.0 0.0005 5 560 -49 2518.329756386494 2515.5063745766993 150 GTEX 1 100 100 0.0 0.0005 5 560 -50 2514.8389602069606 2525.7528944124288 150 GTEX 1 100 100 0.0 0.0005 5 560 -51 2512.6651077375273 2503.528359764882 150 GTEX 1 100 100 0.0 0.0005 5 560 -52 2507.5270374330735 2513.2693887572777 150 GTEX 1 100 100 0.0 0.0005 5 560 -53 2507.573248170454 2495.993169168102 150 GTEX 1 100 100 0.0 0.0005 5 560 -54 2506.6307183113877 2493.4621312826757 150 GTEX 1 100 100 0.0 0.0005 5 560 -55 2503.582703636027 2496.147127680905 150 GTEX 1 100 100 0.0 0.0005 5 560 -56 2499.534895939926 2496.6188120098623 150 GTEX 1 100 100 0.0 0.0005 5 560 -57 2497.176544901863 2500.6664356768356 150 GTEX 1 100 100 0.0 0.0005 5 560 -58 2491.043639717654 2494.442315975523 150 GTEX 1 100 100 0.0 0.0005 5 560 -59 2489.766510348241 2486.247793915607 150 GTEX 1 100 100 0.0 0.0005 5 560 -60 2490.4960607663875 2485.0563217569215 150 GTEX 1 100 100 0.0 0.0005 5 560 -61 2485.626614056558 2483.474967695461 150 GTEX 1 100 100 0.0 0.0005 5 560 -62 2482.805509537241 2483.776471620277 150 GTEX 1 100 100 0.0 0.0005 5 560 -63 2481.519673731985 2472.906596716819 150 GTEX 1 100 100 0.0 0.0005 5 560 -64 2480.0331306074722 2479.6502694829787 150 GTEX 1 100 100 0.0 0.0005 5 560 -65 2476.258578240739 2467.982346219255 150 GTEX 1 100 100 0.0 0.0005 5 560 -66 2474.6496947455635 2468.465167723681 150 GTEX 1 100 100 0.0 0.0005 5 560 -67 2471.1461650606216 2475.2553743427698 150 GTEX 1 100 100 0.0 0.0005 5 560 -68 2472.1981919513178 2468.7463244304004 150 GTEX 1 100 100 0.0 0.0005 5 560 -69 2470.1738317869804 2465.05447074397 150 GTEX 1 100 100 0.0 0.0005 5 560 -70 2466.2668725232634 2472.1485465742335 150 GTEX 1 100 100 0.0 0.0005 5 560 -71 2466.711765081789 2459.3570222455737 150 GTEX 1 100 100 0.0 0.0005 5 560 -72 2465.410985894877 2461.9304538045094 150 GTEX 1 100 100 0.0 0.0005 5 560 -73 2463.5797080844563 2457.028668885902 150 GTEX 1 100 100 0.0 0.0005 5 560 -74 2460.8642639501854 2463.348781339116 150 GTEX 1 100 100 0.0 0.0005 5 560 -75 2458.9509040346566 2460.3635198208767 150 GTEX 1 100 100 0.0 0.0005 5 560 -76 2458.007421080711 2453.297556829996 150 GTEX 1 100 100 0.0 0.0005 5 560 -77 2456.4688107837173 2458.101853519338 150 GTEX 1 100 100 0.0 0.0005 5 560 -78 2456.0270637116514 2449.9192627881416 150 GTEX 1 100 100 0.0 0.0005 5 560 -79 2453.556369767391 2448.8215721913616 150 GTEX 1 100 100 0.0 0.0005 5 560 -80 2452.359487464061 2447.132268521269 150 GTEX 1 100 100 0.0 0.0005 5 560 -81 2452.2442442177844 2449.6234200481226 150 GTEX 1 100 100 0.0 0.0005 5 560 -82 2450.016848049887 2447.1462536945996 150 GTEX 1 100 100 0.0 0.0005 5 560 -83 2448.38858140861 2442.719852345978 150 GTEX 1 100 100 0.0 0.0005 5 560 -84 2446.8970618589988 2449.696179524121 150 GTEX 1 100 100 0.0 0.0005 5 560 -85 2444.742110521045 2445.021826914508 150 GTEX 1 100 100 0.0 0.0005 5 560 -86 2446.200233814872 2443.6987230424193 150 GTEX 1 100 100 0.0 0.0005 5 560 -87 2444.7679741862357 2439.1142230015744 150 GTEX 1 100 100 0.0 0.0005 5 560 -88 2442.771221021872 2442.370204446887 150 GTEX 1 100 100 0.0 0.0005 5 560 -89 2440.580193812635 2438.0176222188393 150 GTEX 1 100 100 0.0 0.0005 5 560 -90 2439.3604741872673 2441.6039913743166 150 GTEX 1 100 100 0.0 0.0005 5 560 -91 2438.6422630915285 2440.075323880852 150 GTEX 1 100 100 0.0 0.0005 5 560 -92 2436.6168952636463 2437.0141239528875 150 GTEX 1 100 100 0.0 0.0005 5 560 -93 2435.5748366447265 2437.194142388754 150 GTEX 1 100 100 0.0 0.0005 5 560 -94 2434.3736365827926 2429.8973546481407 150 GTEX 1 100 100 0.0 0.0005 5 560 -95 2431.4289796546554 2427.3950232444154 150 GTEX 1 100 100 0.0 0.0005 5 560 -96 2430.9744036335924 2428.787035111692 150 GTEX 1 100 100 0.0 0.0005 5 560 -97 2428.6039139814206 2431.2643411730633 150 GTEX 1 100 100 0.0 0.0005 5 560 -98 2427.8778954918234 2428.8832645778875 150 GTEX 1 100 100 0.0 0.0005 5 560 -99 2427.6301336065826 2423.688856233662 150 GTEX 1 100 100 0.0 0.0005 5 560 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index c9d532b71..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5388.972802265022 5361.914209170033 150 GTEX 1 100 100 1.0 0.0005 5 6227 -1 5061.116084418655 5011.412887283152 150 GTEX 1 100 100 1.0 0.0005 5 6227 -2 4746.302688780765 4654.703394204492 150 GTEX 1 100 100 1.0 0.0005 5 6227 -3 4448.604553615933 4459.675339383318 150 GTEX 1 100 100 1.0 0.0005 5 6227 -4 4195.839652656514 4100.653685595146 150 GTEX 1 100 100 1.0 0.0005 5 6227 -5 3971.833332439329 3817.469664831125 150 GTEX 1 100 100 1.0 0.0005 5 6227 -6 3773.260851866393 3605.090848625386 150 GTEX 1 100 100 1.0 0.0005 5 6227 -7 3574.4065418237365 3483.1376577167002 150 GTEX 1 100 100 1.0 0.0005 5 6227 -8 3419.9575680138078 3379.8517736862823 150 GTEX 1 100 100 1.0 0.0005 5 6227 -9 3285.499840523331 3110.1116994415397 150 GTEX 1 100 100 1.0 0.0005 5 6227 -10 3193.9704718528837 2965.8897793265805 150 GTEX 1 100 100 1.0 0.0005 5 6227 -11 3078.1342331420988 3086.152483457848 150 GTEX 1 100 100 1.0 0.0005 5 6227 -12 3014.504287766468 2894.208772724572 150 GTEX 1 100 100 1.0 0.0005 5 6227 -13 2948.994449959192 2869.46755343245 150 GTEX 1 100 100 1.0 0.0005 5 6227 -14 2901.3334118424114 2776.1676164634328 150 GTEX 1 100 100 1.0 0.0005 5 6227 -15 2853.2136126024943 2766.7974458991803 150 GTEX 1 100 100 1.0 0.0005 5 6227 -16 2813.872629073979 2757.033640814371 150 GTEX 1 100 100 1.0 0.0005 5 6227 -17 2793.6047298551875 2791.3479969329255 150 GTEX 1 100 100 1.0 0.0005 5 6227 -18 2757.8658481951284 2726.801820472166 150 GTEX 1 100 100 1.0 0.0005 5 6227 -19 2743.6994137375636 2651.711992503119 150 GTEX 1 100 100 1.0 0.0005 5 6227 -20 2721.056551499617 2670.2415195943736 150 GTEX 1 100 100 1.0 0.0005 5 6227 -21 2693.584283161657 2694.6154794439162 150 GTEX 1 100 100 1.0 0.0005 5 6227 -22 2676.4598724310436 2670.9697474490554 150 GTEX 1 100 100 1.0 0.0005 5 6227 -23 2662.136790700179 2687.6952178142824 150 GTEX 1 100 100 1.0 0.0005 5 6227 -24 2650.9301550214313 2635.16643196367 150 GTEX 1 100 100 1.0 0.0005 5 6227 -25 2642.690696341568 2645.1219319970887 150 GTEX 1 100 100 1.0 0.0005 5 6227 -26 2632.3322583185754 2612.227488470621 150 GTEX 1 100 100 1.0 0.0005 5 6227 -27 2627.977056145278 2614.7514555608363 150 GTEX 1 100 100 1.0 0.0005 5 6227 -28 2617.336570248957 2592.4748214895735 150 GTEX 1 100 100 1.0 0.0005 5 6227 -29 2602.697519487925 2611.8007162696053 150 GTEX 1 100 100 1.0 0.0005 5 6227 -30 2601.06592751053 2610.3628621264556 150 GTEX 1 100 100 1.0 0.0005 5 6227 -31 2599.1620285535446 2564.4067406019785 150 GTEX 1 100 100 1.0 0.0005 5 6227 -32 2587.3343624357967 2570.9340175150014 150 GTEX 1 100 100 1.0 0.0005 5 6227 -33 2583.356087573116 2569.4106807346125 150 GTEX 1 100 100 1.0 0.0005 5 6227 -34 2577.0901904776542 2555.588120377109 150 GTEX 1 100 100 1.0 0.0005 5 6227 -35 2570.5477559126025 2550.1482991845887 150 GTEX 1 100 100 1.0 0.0005 5 6227 -36 2568.3778683106448 2549.696877599216 150 GTEX 1 100 100 1.0 0.0005 5 6227 -37 2561.505786909049 2539.35326452219 150 GTEX 1 100 100 1.0 0.0005 5 6227 -38 2555.490785631998 2549.625135530537 150 GTEX 1 100 100 1.0 0.0005 5 6227 -39 2545.663648954097 2521.705694046311 150 GTEX 1 100 100 1.0 0.0005 5 6227 -40 2540.628615741482 2525.315263523348 150 GTEX 1 100 100 1.0 0.0005 5 6227 -41 2542.7067615270894 2521.6712934254692 150 GTEX 1 100 100 1.0 0.0005 5 6227 -42 2539.785544548869 2506.3196548055785 150 GTEX 1 100 100 1.0 0.0005 5 6227 -43 2535.0511864403984 2514.8562378393835 150 GTEX 1 100 100 1.0 0.0005 5 6227 -44 2530.012634245108 2502.391784900042 150 GTEX 1 100 100 1.0 0.0005 5 6227 -45 2521.7369750061066 2506.6100572941423 150 GTEX 1 100 100 1.0 0.0005 5 6227 -46 2520.692213536165 2502.4008663743166 150 GTEX 1 100 100 1.0 0.0005 5 6227 -47 2515.699334257115 2493.4813487701995 150 GTEX 1 100 100 1.0 0.0005 5 6227 -48 2511.3216195949167 2486.089527666795 150 GTEX 1 100 100 1.0 0.0005 5 6227 -49 2512.1462795104044 2491.2850086516755 150 GTEX 1 100 100 1.0 0.0005 5 6227 -50 2508.8717195876134 2479.216986246435 150 GTEX 1 100 100 1.0 0.0005 5 6227 -51 2504.0892048117803 2484.960112713136 150 GTEX 1 100 100 1.0 0.0005 5 6227 -52 2502.1652805469 2505.571816796132 150 GTEX 1 100 100 1.0 0.0005 5 6227 -53 2498.770890437878 2473.223390064312 150 GTEX 1 100 100 1.0 0.0005 5 6227 -54 2498.361537089982 2479.304724631654 150 GTEX 1 100 100 1.0 0.0005 5 6227 -55 2493.997613549245 2480.5544781703006 150 GTEX 1 100 100 1.0 0.0005 5 6227 -56 2488.4882284091696 2485.4567388382247 150 GTEX 1 100 100 1.0 0.0005 5 6227 -57 2490.1622157787415 2472.7248674399953 150 GTEX 1 100 100 1.0 0.0005 5 6227 -58 2483.783220687033 2468.8277648229564 150 GTEX 1 100 100 1.0 0.0005 5 6227 -59 2482.168768015912 2466.5523440284874 150 GTEX 1 100 100 1.0 0.0005 5 6227 -60 2481.9610263674967 2458.635116983276 150 GTEX 1 100 100 1.0 0.0005 5 6227 -61 2479.365033688157 2458.4805360511227 150 GTEX 1 100 100 1.0 0.0005 5 6227 -62 2475.840740728897 2462.8721297231464 150 GTEX 1 100 100 1.0 0.0005 5 6227 -63 2474.035742631064 2452.93694302519 150 GTEX 1 100 100 1.0 0.0005 5 6227 -64 2473.9564491498427 2456.301466329016 150 GTEX 1 100 100 1.0 0.0005 5 6227 -65 2472.2811837491004 2452.3558846245246 150 GTEX 1 100 100 1.0 0.0005 5 6227 -66 2469.0029963252287 2456.7271812061845 150 GTEX 1 100 100 1.0 0.0005 5 6227 -67 2468.537372728128 2447.7702000839176 150 GTEX 1 100 100 1.0 0.0005 5 6227 -68 2465.995102668521 2451.0215581741622 150 GTEX 1 100 100 1.0 0.0005 5 6227 -69 2463.9114077704953 2446.558957640209 150 GTEX 1 100 100 1.0 0.0005 5 6227 -70 2462.6867060465383 2447.967176546162 150 GTEX 1 100 100 1.0 0.0005 5 6227 -71 2461.154020601786 2444.841605646982 150 GTEX 1 100 100 1.0 0.0005 5 6227 -72 2458.806328350908 2437.22842650903 150 GTEX 1 100 100 1.0 0.0005 5 6227 -73 2458.847136326144 2440.5002942683577 150 GTEX 1 100 100 1.0 0.0005 5 6227 -74 2455.2490453578052 2441.586830980424 150 GTEX 1 100 100 1.0 0.0005 5 6227 -75 2456.8309833562475 2435.976153123515 150 GTEX 1 100 100 1.0 0.0005 5 6227 -76 2455.7040164343493 2436.040901445164 150 GTEX 1 100 100 1.0 0.0005 5 6227 -77 2450.130365059219 2435.7439526460016 150 GTEX 1 100 100 1.0 0.0005 5 6227 -78 2450.762539291503 2434.925015409636 150 GTEX 1 100 100 1.0 0.0005 5 6227 -79 2447.96631960548 2433.692227787845 150 GTEX 1 100 100 1.0 0.0005 5 6227 -80 2445.9304036750605 2442.3552413186194 150 GTEX 1 100 100 1.0 0.0005 5 6227 -81 2446.6937184553913 2427.0219508414034 150 GTEX 1 100 100 1.0 0.0005 5 6227 -82 2444.6624998401107 2426.0879602468513 150 GTEX 1 100 100 1.0 0.0005 5 6227 -83 2446.5893006679867 2428.3868505673718 150 GTEX 1 100 100 1.0 0.0005 5 6227 -84 2441.7333610698265 2424.816439668489 150 GTEX 1 100 100 1.0 0.0005 5 6227 -85 2441.9608163451826 2426.671332877852 150 GTEX 1 100 100 1.0 0.0005 5 6227 -86 2439.7578957455835 2427.398405938094 150 GTEX 1 100 100 1.0 0.0005 5 6227 -87 2439.5844226263766 2424.0577169788203 150 GTEX 1 100 100 1.0 0.0005 5 6227 -88 2438.392718260223 2423.14597892036 150 GTEX 1 100 100 1.0 0.0005 5 6227 -89 2437.721659856071 2421.2264859159636 150 GTEX 1 100 100 1.0 0.0005 5 6227 -90 2436.665784765501 2421.777460250564 150 GTEX 1 100 100 1.0 0.0005 5 6227 -91 2436.207388989384 2419.4675056254455 150 GTEX 1 100 100 1.0 0.0005 5 6227 -92 2433.886919643152 2424.2475052169975 150 GTEX 1 100 100 1.0 0.0005 5 6227 -93 2432.69083062278 2423.9650758228377 150 GTEX 1 100 100 1.0 0.0005 5 6227 -94 2432.3355842220426 2415.67763133466 150 GTEX 1 100 100 1.0 0.0005 5 6227 -95 2430.5747059223404 2414.404532196857 150 GTEX 1 100 100 1.0 0.0005 5 6227 -96 2429.5473928865567 2412.624454164686 150 GTEX 1 100 100 1.0 0.0005 5 6227 -97 2428.1423404831007 2418.9344083256597 150 GTEX 1 100 100 1.0 0.0005 5 6227 -98 2428.3355664279125 2417.188950455234 150 GTEX 1 100 100 1.0 0.0005 5 6227 -99 2426.5188938848846 2413.19095231553 150 GTEX 1 100 100 1.0 0.0005 5 6227 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index b8d439d83..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5387.7175598047825 5392.4071086694985 150 GTEX 1 50 100 0.5 0.0005 5 2528 -1 5056.768487276114 4921.175688420865 150 GTEX 1 50 100 0.5 0.0005 5 2528 -2 4742.6960787823 4761.4470706838165 150 GTEX 1 50 100 0.5 0.0005 5 2528 -3 4464.886452353818 4291.982209296281 150 GTEX 1 50 100 0.5 0.0005 5 2528 -4 4225.754036379249 4026.975961431351 150 GTEX 1 50 100 0.5 0.0005 5 2528 -5 4016.341069095072 3958.992044543132 150 GTEX 1 50 100 0.5 0.0005 5 2528 -6 3836.6578446377466 3738.6595885998395 150 GTEX 1 50 100 0.5 0.0005 5 2528 -7 3654.603939847381 3485.6716160067135 150 GTEX 1 50 100 0.5 0.0005 5 2528 -8 3499.3100394328244 3300.2707259609674 150 GTEX 1 50 100 0.5 0.0005 5 2528 -9 3350.4051976190317 3156.582339442728 150 GTEX 1 50 100 0.5 0.0005 5 2528 -10 3230.4096101249324 2998.636605962601 150 GTEX 1 50 100 0.5 0.0005 5 2528 -11 3148.425281570191 2959.319054665221 150 GTEX 1 50 100 0.5 0.0005 5 2528 -12 3049.5360297096986 2950.4930429204787 150 GTEX 1 50 100 0.5 0.0005 5 2528 -13 2966.254681274633 2835.627795085254 150 GTEX 1 50 100 0.5 0.0005 5 2528 -14 2900.093252821685 2843.5549622742396 150 GTEX 1 50 100 0.5 0.0005 5 2528 -15 2859.5539383155383 2892.8081746264556 150 GTEX 1 50 100 0.5 0.0005 5 2528 -16 2818.903062246034 2808.474550892645 150 GTEX 1 50 100 0.5 0.0005 5 2528 -17 2787.202485056025 2711.092489844493 150 GTEX 1 50 100 0.5 0.0005 5 2528 -18 2753.411148388811 2662.38139917642 150 GTEX 1 50 100 0.5 0.0005 5 2528 -19 2731.126099651462 2651.1750321188806 150 GTEX 1 50 100 0.5 0.0005 5 2528 -20 2717.3597301863133 2690.887229310242 150 GTEX 1 50 100 0.5 0.0005 5 2528 -21 2701.6337455829294 2707.4110418399478 150 GTEX 1 50 100 0.5 0.0005 5 2528 -22 2680.935499733449 2658.2674560546875 150 GTEX 1 50 100 0.5 0.0005 5 2528 -23 2661.5021849386767 2670.1780365338345 150 GTEX 1 50 100 0.5 0.0005 5 2528 -24 2652.9467941837024 2688.6961224342026 150 GTEX 1 50 100 0.5 0.0005 5 2528 -25 2647.10965024167 2635.5485087927755 150 GTEX 1 50 100 0.5 0.0005 5 2528 -26 2643.866376861318 2639.044506464621 150 GTEX 1 50 100 0.5 0.0005 5 2528 -27 2624.444778882401 2641.276310097582 150 GTEX 1 50 100 0.5 0.0005 5 2528 -28 2625.794030569594 2596.807134011852 150 GTEX 1 50 100 0.5 0.0005 5 2528 -29 2607.940062019507 2597.400501091671 150 GTEX 1 50 100 0.5 0.0005 5 2528 -30 2603.5040511303246 2617.7277855238535 150 GTEX 1 50 100 0.5 0.0005 5 2528 -31 2597.7896717297585 2625.771374372475 150 GTEX 1 50 100 0.5 0.0005 5 2528 -32 2591.666305927209 2565.900584173746 150 GTEX 1 50 100 0.5 0.0005 5 2528 -33 2584.9090117263836 2596.5666174362823 150 GTEX 1 50 100 0.5 0.0005 5 2528 -34 2580.6251049337916 2562.9038438688212 150 GTEX 1 50 100 0.5 0.0005 5 2528 -35 2577.241648312064 2576.834919628535 150 GTEX 1 50 100 0.5 0.0005 5 2528 -36 2570.637616270458 2548.906741066124 150 GTEX 1 50 100 0.5 0.0005 5 2528 -37 2560.58611585392 2554.9083627911123 150 GTEX 1 50 100 0.5 0.0005 5 2528 -38 2562.9852493623 2558.7331250556977 150 GTEX 1 50 100 0.5 0.0005 5 2528 -39 2550.833157876332 2541.702656677014 150 GTEX 1 50 100 0.5 0.0005 5 2528 -40 2547.7841852578363 2546.5702479837514 150 GTEX 1 50 100 0.5 0.0005 5 2528 -41 2544.346633758013 2557.3300874079137 150 GTEX 1 50 100 0.5 0.0005 5 2528 -42 2541.499980349091 2534.0060673122625 150 GTEX 1 50 100 0.5 0.0005 5 2528 -43 2536.202497847168 2522.6349902715065 150 GTEX 1 50 100 0.5 0.0005 5 2528 -44 2530.6899878515087 2537.8997375720355 150 GTEX 1 50 100 0.5 0.0005 5 2528 -45 2528.5577801972063 2530.6211243836146 150 GTEX 1 50 100 0.5 0.0005 5 2528 -46 2527.1819402884694 2522.843064456838 150 GTEX 1 50 100 0.5 0.0005 5 2528 -47 2524.265031011301 2529.9695562210372 150 GTEX 1 50 100 0.5 0.0005 5 2528 -48 2518.8589551358914 2529.027139525903 150 GTEX 1 50 100 0.5 0.0005 5 2528 -49 2518.3807395096123 2516.3190950458948 150 GTEX 1 50 100 0.5 0.0005 5 2528 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index 18b6acf9e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5389.784815788974 5307.38465608662 150 GTEX 1 50 100 0.0 0.0005 5 8197 -1 5057.625173196201 4974.961511184054 150 GTEX 1 50 100 0.0 0.0005 5 8197 -2 4751.666278668665 4767.784745016932 150 GTEX 1 50 100 0.0 0.0005 5 8197 -3 4464.146696873019 4291.815677541291 150 GTEX 1 50 100 0.0 0.0005 5 8197 -4 4180.945558858444 4214.935812366326 150 GTEX 1 50 100 0.0 0.0005 5 8197 -5 3930.0194604345193 3898.4961786886583 150 GTEX 1 50 100 0.0 0.0005 5 8197 -6 3705.9709421336947 3576.958840489841 150 GTEX 1 50 100 0.0 0.0005 5 8197 -7 3539.7964620730236 3414.564183456363 150 GTEX 1 50 100 0.0 0.0005 5 8197 -8 3373.151294179989 3313.4979535817192 150 GTEX 1 50 100 0.0 0.0005 5 8197 -9 3255.130035532557 3128.7929947421576 150 GTEX 1 50 100 0.0 0.0005 5 8197 -10 3146.7282363345207 3202.7990838692667 150 GTEX 1 50 100 0.0 0.0005 5 8197 -11 3059.731067715898 3005.0857950072777 150 GTEX 1 50 100 0.0 0.0005 5 8197 -12 2993.1778900865343 3058.1600244326282 150 GTEX 1 50 100 0.0 0.0005 5 8197 -13 2942.29892189233 2918.926082480543 150 GTEX 1 50 100 0.0 0.0005 5 8197 -14 2886.171515274894 2847.708417653131 150 GTEX 1 50 100 0.0 0.0005 5 8197 -15 2851.2206270744346 2983.992590378446 150 GTEX 1 50 100 0.0 0.0005 5 8197 -16 2807.463359049032 2893.8783427771505 150 GTEX 1 50 100 0.0 0.0005 5 8197 -17 2774.2810873771227 2816.823037963403 150 GTEX 1 50 100 0.0 0.0005 5 8197 -18 2743.9499109158787 2768.8492802957167 150 GTEX 1 50 100 0.0 0.0005 5 8197 -19 2717.5013029429533 2786.1968455731644 150 GTEX 1 50 100 0.0 0.0005 5 8197 -20 2702.942794630567 2790.3167320802636 150 GTEX 1 50 100 0.0 0.0005 5 8197 -21 2681.248432930261 2665.0589288631772 150 GTEX 1 50 100 0.0 0.0005 5 8197 -22 2668.692370279243 2688.5870491288915 150 GTEX 1 50 100 0.0 0.0005 5 8197 -23 2657.0456406547087 2695.9704371695284 150 GTEX 1 50 100 0.0 0.0005 5 8197 -24 2644.250119762233 2713.976863730543 150 GTEX 1 50 100 0.0 0.0005 5 8197 -25 2636.8383995371255 2655.1053564267468 150 GTEX 1 50 100 0.0 0.0005 5 8197 -26 2623.0527370054365 2638.387446994564 150 GTEX 1 50 100 0.0 0.0005 5 8197 -27 2613.5266655615396 2643.2563959274003 150 GTEX 1 50 100 0.0 0.0005 5 8197 -28 2607.875662199532 2631.4994184254692 150 GTEX 1 50 100 0.0 0.0005 5 8197 -29 2593.3100144694645 2645.777806503238 150 GTEX 1 50 100 0.0 0.0005 5 8197 -30 2592.0416323076624 2631.044727397962 150 GTEX 1 50 100 0.0 0.0005 5 8197 -31 2585.7935321792147 2602.895341648348 150 GTEX 1 50 100 0.0 0.0005 5 8197 -32 2578.467607075276 2605.9979702909636 150 GTEX 1 50 100 0.0 0.0005 5 8197 -33 2573.0238145550416 2604.983074463819 150 GTEX 1 50 100 0.0 0.0005 5 8197 -34 2565.897001668419 2611.3916071322483 150 GTEX 1 50 100 0.0 0.0005 5 8197 -35 2556.025567715279 2591.166406899804 150 GTEX 1 50 100 0.0 0.0005 5 8197 -36 2553.3466062931598 2597.8380586457342 150 GTEX 1 50 100 0.0 0.0005 5 8197 -37 2546.843451239132 2566.664214275636 150 GTEX 1 50 100 0.0 0.0005 5 8197 -38 2547.961418147826 2588.760762145764 150 GTEX 1 50 100 0.0 0.0005 5 8197 -39 2543.110379749434 2556.4499943374226 150 GTEX 1 50 100 0.0 0.0005 5 8197 -40 2541.152131741964 2565.899536596958 150 GTEX 1 50 100 0.0 0.0005 5 8197 -41 2532.7682109771113 2590.1829063502555 150 GTEX 1 50 100 0.0 0.0005 5 8197 -42 2534.7989328782714 2559.818353341106 150 GTEX 1 50 100 0.0 0.0005 5 8197 -43 2530.451761505427 2556.14518801613 150 GTEX 1 50 100 0.0 0.0005 5 8197 -44 2525.4170413405614 2548.817215720057 150 GTEX 1 50 100 0.0 0.0005 5 8197 -45 2524.4041979241624 2576.725643491564 150 GTEX 1 50 100 0.0 0.0005 5 8197 -46 2521.322737169452 2551.95509529839 150 GTEX 1 50 100 0.0 0.0005 5 8197 -47 2514.5720721589632 2541.017191027507 150 GTEX 1 50 100 0.0 0.0005 5 8197 -48 2511.784934880704 2544.2513214227365 150 GTEX 1 50 100 0.0 0.0005 5 8197 -49 2508.646315304974 2537.9638899306383 150 GTEX 1 50 100 0.0 0.0005 5 8197 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 47578b6b4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5390.022009946558 5317.888318195995 150 GTEX 1 50 100 1.0 0.0005 5 4627 -1 5066.0386300252685 4977.829996435361 150 GTEX 1 50 100 1.0 0.0005 5 4627 -2 4755.779342469235 4691.622108372445 150 GTEX 1 50 100 1.0 0.0005 5 4627 -3 4457.334127604854 4464.3372417493465 150 GTEX 1 50 100 1.0 0.0005 5 4627 -4 4186.365588555558 4072.3483766040877 150 GTEX 1 50 100 1.0 0.0005 5 4627 -5 3935.3679140420754 3860.0774032534755 150 GTEX 1 50 100 1.0 0.0005 5 4627 -6 3719.548870934067 3711.0781672372564 150 GTEX 1 50 100 1.0 0.0005 5 4627 -7 3528.1370870884966 3486.6568636005823 150 GTEX 1 50 100 1.0 0.0005 5 4627 -8 3373.4169391661494 3264.671975255466 150 GTEX 1 50 100 1.0 0.0005 5 4627 -9 3232.8458149443463 3146.7995424451938 150 GTEX 1 50 100 1.0 0.0005 5 4627 -10 3126.578550769697 3158.0372773957342 150 GTEX 1 50 100 1.0 0.0005 5 4627 -11 3045.584153135563 2946.280109129931 150 GTEX 1 50 100 1.0 0.0005 5 4627 -12 2970.3355496395375 2917.231391007456 150 GTEX 1 50 100 1.0 0.0005 5 4627 -13 2919.6322965217996 3007.1126040614604 150 GTEX 1 50 100 1.0 0.0005 5 4627 -14 2875.061292655367 2995.0243319087153 150 GTEX 1 50 100 1.0 0.0005 5 4627 -15 2830.141632354082 2865.4640096802223 150 GTEX 1 50 100 1.0 0.0005 5 4627 -16 2797.424945905844 2808.921095235266 150 GTEX 1 50 100 1.0 0.0005 5 4627 -17 2772.8425675155722 2765.2979573877137 150 GTEX 1 50 100 1.0 0.0005 5 4627 -18 2745.9106611906823 2733.83561770363 150 GTEX 1 50 100 1.0 0.0005 5 4627 -19 2720.802022300326 2683.0727548345412 150 GTEX 1 50 100 1.0 0.0005 5 4627 -20 2699.336290494283 2710.7425314319453 150 GTEX 1 50 100 1.0 0.0005 5 4627 -21 2689.1574577572505 2692.3080400242097 150 GTEX 1 50 100 1.0 0.0005 5 4627 -22 2677.753625283262 2638.596326936787 150 GTEX 1 50 100 1.0 0.0005 5 4627 -23 2665.776758271537 2664.2456648793964 150 GTEX 1 50 100 1.0 0.0005 5 4627 -24 2651.856272941534 2640.3906579543427 150 GTEX 1 50 100 1.0 0.0005 5 4627 -25 2640.1962903519297 2702.1938249131117 150 GTEX 1 50 100 1.0 0.0005 5 4627 -26 2639.7816411098256 2657.339518383882 150 GTEX 1 50 100 1.0 0.0005 5 4627 -27 2624.2760458874 2624.4594030343987 150 GTEX 1 50 100 1.0 0.0005 5 4627 -28 2623.282635827496 2617.553095944481 150 GTEX 1 50 100 1.0 0.0005 5 4627 -29 2610.1230245162883 2639.9399418703956 150 GTEX 1 50 100 1.0 0.0005 5 4627 -30 2604.638192568181 2598.8529001678353 150 GTEX 1 50 100 1.0 0.0005 5 4627 -31 2597.3969373774526 2606.1710516055728 150 GTEX 1 50 100 1.0 0.0005 5 4627 -32 2590.8339971145656 2592.4275798144904 150 GTEX 1 50 100 1.0 0.0005 5 4627 -33 2586.3112551845393 2583.2585017563274 150 GTEX 1 50 100 1.0 0.0005 5 4627 -34 2581.7726735128854 2570.402666331244 150 GTEX 1 50 100 1.0 0.0005 5 4627 -35 2575.0298450373666 2577.350862568322 150 GTEX 1 50 100 1.0 0.0005 5 4627 -36 2570.703890947048 2583.72327866935 150 GTEX 1 50 100 1.0 0.0005 5 4627 -37 2567.8101387704905 2560.884440258882 150 GTEX 1 50 100 1.0 0.0005 5 4627 -38 2563.074242991279 2552.5271803707224 150 GTEX 1 50 100 1.0 0.0005 5 4627 -39 2559.660762591436 2563.6545331251486 150 GTEX 1 50 100 1.0 0.0005 5 4627 -40 2553.159227473766 2561.5215990189818 150 GTEX 1 50 100 1.0 0.0005 5 4627 -41 2551.7849169834194 2552.3288820215957 150 GTEX 1 50 100 1.0 0.0005 5 4627 -42 2544.6423777734085 2542.0731405395973 150 GTEX 1 50 100 1.0 0.0005 5 4627 -43 2544.1647081948313 2560.5851684106165 150 GTEX 1 50 100 1.0 0.0005 5 4627 -44 2538.316845094514 2563.272262283151 150 GTEX 1 50 100 1.0 0.0005 5 4627 -45 2535.441810924626 2532.0529135352303 150 GTEX 1 50 100 1.0 0.0005 5 4627 -46 2533.570019696297 2526.7926925833235 150 GTEX 1 50 100 1.0 0.0005 5 4627 -47 2527.538054965398 2535.9163358855158 150 GTEX 1 50 100 1.0 0.0005 5 4627 -48 2519.9658489894173 2522.8168026304065 150 GTEX 1 50 100 1.0 0.0005 5 4627 -49 2517.036244451326 2525.271074534369 150 GTEX 1 50 100 1.0 0.0005 5 4627 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index fa55181ba..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5085.543991422507 4901.0643992841015 50 GTEX 1 100 100 0.5 0.0005 5 7037 -1 4266.960533495877 3912.5542855498456 50 GTEX 1 100 100 0.5 0.0005 5 7037 -2 3607.5737936508067 3283.6299937433164 50 GTEX 1 100 100 0.5 0.0005 5 7037 -3 3191.6669113660446 2948.4556253527508 50 GTEX 1 100 100 0.5 0.0005 5 7037 -4 2947.409099846011 2917.0574575213877 50 GTEX 1 100 100 0.5 0.0005 5 7037 -5 2809.828462056931 2843.6567480283093 50 GTEX 1 100 100 0.5 0.0005 5 7037 -6 2730.0302966214467 2663.562050242841 50 GTEX 1 100 100 0.5 0.0005 5 7037 -7 2680.6092943848535 2609.7891089145674 50 GTEX 1 100 100 0.5 0.0005 5 7037 -8 2650.8466576640403 2603.3632543295507 50 GTEX 1 100 100 0.5 0.0005 5 7037 -9 2619.9573089415867 2586.536010278042 50 GTEX 1 100 100 0.5 0.0005 5 7037 -10 2599.1148721999775 2573.682250512417 50 GTEX 1 100 100 0.5 0.0005 5 7037 -11 2582.962431974845 2564.2732615887894 50 GTEX 1 100 100 0.5 0.0005 5 7037 -12 2566.28307449149 2567.540008893031 50 GTEX 1 100 100 0.5 0.0005 5 7037 -13 2556.7702101863297 2521.6146523363236 50 GTEX 1 100 100 0.5 0.0005 5 7037 -14 2549.311920813954 2554.3144656569334 50 GTEX 1 100 100 0.5 0.0005 5 7037 -15 2536.9387191300207 2515.87338384476 50 GTEX 1 100 100 0.5 0.0005 5 7037 -16 2530.816717415182 2503.7742618227185 50 GTEX 1 100 100 0.5 0.0005 5 7037 -17 2518.198077553112 2497.602916877079 50 GTEX 1 100 100 0.5 0.0005 5 7037 -18 2508.8194312005685 2498.409332391427 50 GTEX 1 100 100 0.5 0.0005 5 7037 -19 2504.8887214664674 2477.016288728315 50 GTEX 1 100 100 0.5 0.0005 5 7037 -20 2495.5308056367267 2497.088474520259 50 GTEX 1 100 100 0.5 0.0005 5 7037 -21 2490.71305100427 2463.878917389496 50 GTEX 1 100 100 0.5 0.0005 5 7037 -22 2479.238424170391 2461.6834261934114 50 GTEX 1 100 100 0.5 0.0005 5 7037 -23 2475.7550658083674 2457.5598497281962 50 GTEX 1 100 100 0.5 0.0005 5 7037 -24 2469.832202950463 2446.4955604466195 50 GTEX 1 100 100 0.5 0.0005 5 7037 -25 2466.70545337484 2443.471881126723 50 GTEX 1 100 100 0.5 0.0005 5 7037 -26 2460.3793164433855 2438.9085837244534 50 GTEX 1 100 100 0.5 0.0005 5 7037 -27 2455.6420467510084 2439.8601394479265 50 GTEX 1 100 100 0.5 0.0005 5 7037 -28 2451.8311233625273 2431.068624866326 50 GTEX 1 100 100 0.5 0.0005 5 7037 -29 2447.0195277169623 2425.8821496999763 50 GTEX 1 100 100 0.5 0.0005 5 7037 -30 2442.9995852162447 2427.4386914619477 50 GTEX 1 100 100 0.5 0.0005 5 7037 -31 2441.0051377327577 2419.532975229474 50 GTEX 1 100 100 0.5 0.0005 5 7037 -32 2438.221808192067 2420.8964667374644 50 GTEX 1 100 100 0.5 0.0005 5 7037 -33 2434.1797103744834 2411.4297738310956 50 GTEX 1 100 100 0.5 0.0005 5 7037 -34 2431.868459135599 2412.2182519716907 50 GTEX 1 100 100 0.5 0.0005 5 7037 -35 2429.1758378817535 2410.502394527537 50 GTEX 1 100 100 0.5 0.0005 5 7037 -36 2425.2031113062562 2410.5701319473324 50 GTEX 1 100 100 0.5 0.0005 5 7037 -37 2422.6939447760974 2403.500548156042 50 GTEX 1 100 100 0.5 0.0005 5 7037 -38 2420.777143939969 2402.251106523289 50 GTEX 1 100 100 0.5 0.0005 5 7037 -39 2418.94332579825 2397.1193731619833 50 GTEX 1 100 100 0.5 0.0005 5 7037 -40 2416.9984256320886 2396.62368646774 50 GTEX 1 100 100 0.5 0.0005 5 7037 -41 2415.345725638443 2393.7345304888013 50 GTEX 1 100 100 0.5 0.0005 5 7037 -42 2412.361173419221 2393.5151000512415 50 GTEX 1 100 100 0.5 0.0005 5 7037 -43 2410.9194037047687 2390.0860999509864 50 GTEX 1 100 100 0.5 0.0005 5 7037 -44 2409.837571413776 2391.1473746064044 50 GTEX 1 100 100 0.5 0.0005 5 7037 -45 2409.3698250543007 2391.0164168325214 50 GTEX 1 100 100 0.5 0.0005 5 7037 -46 2406.362317298123 2386.592936352632 50 GTEX 1 100 100 0.5 0.0005 5 7037 -47 2405.8208480001667 2388.194919832759 50 GTEX 1 100 100 0.5 0.0005 5 7037 -48 2404.8053304096634 2386.5546870358544 50 GTEX 1 100 100 0.5 0.0005 5 7037 -49 2403.088846015064 2385.2272485073076 50 GTEX 1 100 100 0.5 0.0005 5 7037 -50 2401.920453842129 2384.5956283975465 50 GTEX 1 100 100 0.5 0.0005 5 7037 -51 2400.0878956279876 2380.7863904133496 50 GTEX 1 100 100 0.5 0.0005 5 7037 -52 2399.9441525032266 2379.602554843453 50 GTEX 1 100 100 0.5 0.0005 5 7037 -53 2398.3360949135813 2379.718090448996 50 GTEX 1 100 100 0.5 0.0005 5 7037 -54 2397.593553000926 2378.0512467881117 50 GTEX 1 100 100 0.5 0.0005 5 7037 -55 2396.354048572096 2379.5796836011764 50 GTEX 1 100 100 0.5 0.0005 5 7037 -56 2395.988212600761 2376.7232522130466 50 GTEX 1 100 100 0.5 0.0005 5 7037 -57 2395.206826669079 2378.850050313391 50 GTEX 1 100 100 0.5 0.0005 5 7037 -58 2393.934002138184 2373.511948502109 50 GTEX 1 100 100 0.5 0.0005 5 7037 -59 2393.814327740853 2374.213235021091 50 GTEX 1 100 100 0.5 0.0005 5 7037 -60 2392.2197812343206 2373.3530695810064 50 GTEX 1 100 100 0.5 0.0005 5 7037 -61 2391.7655054440756 2374.3473011785586 50 GTEX 1 100 100 0.5 0.0005 5 7037 -62 2391.4200582193 2371.764653543102 50 GTEX 1 100 100 0.5 0.0005 5 7037 -63 2390.8809647987746 2372.106485229028 50 GTEX 1 100 100 0.5 0.0005 5 7037 -64 2389.8017239262867 2369.59434132159 50 GTEX 1 100 100 0.5 0.0005 5 7037 -65 2388.7186432867957 2370.858431855989 50 GTEX 1 100 100 0.5 0.0005 5 7037 -66 2389.3468755260874 2371.0976251522397 50 GTEX 1 100 100 0.5 0.0005 5 7037 -67 2387.813619895509 2370.5312305058815 50 GTEX 1 100 100 0.5 0.0005 5 7037 -68 2387.0540591866816 2369.296568199709 50 GTEX 1 100 100 0.5 0.0005 5 7037 -69 2386.793987347909 2368.4696063487704 50 GTEX 1 100 100 0.5 0.0005 5 7037 -70 2385.613049462112 2365.9088919171813 50 GTEX 1 100 100 0.5 0.0005 5 7037 -71 2385.1843015953446 2366.625310977602 50 GTEX 1 100 100 0.5 0.0005 5 7037 -72 2385.2137814662115 2365.9883680452413 50 GTEX 1 100 100 0.5 0.0005 5 7037 -73 2384.243988472292 2366.3012491088402 50 GTEX 1 100 100 0.5 0.0005 5 7037 -74 2383.5562918084697 2364.3997733112524 50 GTEX 1 100 100 0.5 0.0005 5 7037 -75 2382.9039728155203 2364.129721753951 50 GTEX 1 100 100 0.5 0.0005 5 7037 -76 2382.749808854937 2363.0658933690293 50 GTEX 1 100 100 0.5 0.0005 5 7037 -77 2382.0737841606037 2364.5405157401083 50 GTEX 1 100 100 0.5 0.0005 5 7037 -78 2381.195898674755 2362.518144382723 50 GTEX 1 100 100 0.5 0.0005 5 7037 -79 2380.8011103640442 2361.0327598658805 50 GTEX 1 100 100 0.5 0.0005 5 7037 -80 2380.2942398182504 2361.0873048731582 50 GTEX 1 100 100 0.5 0.0005 5 7037 -81 2379.456288022704 2360.2994667894486 50 GTEX 1 100 100 0.5 0.0005 5 7037 -82 2379.1497404945303 2360.702422747594 50 GTEX 1 100 100 0.5 0.0005 5 7037 -83 2379.0601532378923 2359.287008191243 50 GTEX 1 100 100 0.5 0.0005 5 7037 -84 2379.034377950215 2359.2685913550085 50 GTEX 1 100 100 0.5 0.0005 5 7037 -85 2378.7218743140234 2358.897816473087 50 GTEX 1 100 100 0.5 0.0005 5 7037 -86 2377.5778220355905 2358.981432316421 50 GTEX 1 100 100 0.5 0.0005 5 7037 -87 2376.9793712132027 2358.1940839063986 50 GTEX 1 100 100 0.5 0.0005 5 7037 -88 2376.6511730767484 2357.214098332046 50 GTEX 1 100 100 0.5 0.0005 5 7037 -89 2375.841672728706 2357.2712713321353 50 GTEX 1 100 100 0.5 0.0005 5 7037 -90 2375.9882172427083 2357.1490121123456 50 GTEX 1 100 100 0.5 0.0005 5 7037 -91 2375.7729441126085 2355.5028804880585 50 GTEX 1 100 100 0.5 0.0005 5 7037 -92 2375.364351321944 2356.51124764214 50 GTEX 1 100 100 0.5 0.0005 5 7037 -93 2374.515067373219 2355.352515855216 50 GTEX 1 100 100 0.5 0.0005 5 7037 -94 2374.1007155509765 2354.400486703155 50 GTEX 1 100 100 0.5 0.0005 5 7037 -95 2374.3742975702603 2355.0288415480927 50 GTEX 1 100 100 0.5 0.0005 5 7037 -96 2373.479978689337 2354.4533009112106 50 GTEX 1 100 100 0.5 0.0005 5 7037 -97 2373.327184386801 2354.295761514526 50 GTEX 1 100 100 0.5 0.0005 5 7037 -98 2372.694214318488 2353.9693733476415 50 GTEX 1 100 100 0.5 0.0005 5 7037 -99 2372.431010171228 2353.5857263137177 50 GTEX 1 100 100 0.5 0.0005 5 7037 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index a64236fb1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5082.6029895376705 4687.291886362286 50 GTEX 1 100 100 0.0 0.0005 5 9888 -1 4262.172972536797 4051.058195513011 50 GTEX 1 100 100 0.0 0.0005 5 9888 -2 3669.0963787603896 3234.643165733424 50 GTEX 1 100 100 0.0 0.0005 5 9888 -3 3259.0219835648254 3163.5726889258553 50 GTEX 1 100 100 0.0 0.0005 5 9888 -4 3010.7105372610117 2929.5260209348266 50 GTEX 1 100 100 0.0 0.0005 5 9888 -5 2851.610532340548 2764.6485553930015 50 GTEX 1 100 100 0.0 0.0005 5 9888 -6 2762.0147950972373 2679.761321905448 50 GTEX 1 100 100 0.0 0.0005 5 9888 -7 2684.4802114829804 2663.1221441116622 50 GTEX 1 100 100 0.0 0.0005 5 9888 -8 2653.885758589046 2638.6804106389613 50 GTEX 1 100 100 0.0 0.0005 5 9888 -9 2622.790802740152 2584.497880710848 50 GTEX 1 100 100 0.0 0.0005 5 9888 -10 2597.6018147898208 2590.120357150814 50 GTEX 1 100 100 0.0 0.0005 5 9888 -11 2580.6880113362536 2559.681466570372 50 GTEX 1 100 100 0.0 0.0005 5 9888 -12 2572.336864187358 2545.254116043845 50 GTEX 1 100 100 0.0 0.0005 5 9888 -13 2552.7997227313463 2534.920682609761 50 GTEX 1 100 100 0.0 0.0005 5 9888 -14 2543.6800992922786 2552.2335673865255 50 GTEX 1 100 100 0.0 0.0005 5 9888 -15 2533.545377843141 2516.1199598421163 50 GTEX 1 100 100 0.0 0.0005 5 9888 -16 2522.147910277972 2515.612582246614 50 GTEX 1 100 100 0.0 0.0005 5 9888 -17 2516.585680722964 2489.346361283567 50 GTEX 1 100 100 0.0 0.0005 5 9888 -18 2507.051965307532 2480.0387724089533 50 GTEX 1 100 100 0.0 0.0005 5 9888 -19 2500.8114647942357 2479.232614495455 50 GTEX 1 100 100 0.0 0.0005 5 9888 -20 2491.4106296770196 2469.543946704937 50 GTEX 1 100 100 0.0 0.0005 5 9888 -21 2486.0593071141034 2462.611312344047 50 GTEX 1 100 100 0.0 0.0005 5 9888 -22 2480.530339791554 2463.118611034785 50 GTEX 1 100 100 0.0 0.0005 5 9888 -23 2474.266604450823 2450.4390999101415 50 GTEX 1 100 100 0.0 0.0005 5 9888 -24 2468.334519282029 2448.7007416119595 50 GTEX 1 100 100 0.0 0.0005 5 9888 -25 2463.191831478136 2449.5562358899715 50 GTEX 1 100 100 0.0 0.0005 5 9888 -26 2459.0578361068797 2438.1967383555134 50 GTEX 1 100 100 0.0 0.0005 5 9888 -27 2452.980379959869 2436.40323119653 50 GTEX 1 100 100 0.0 0.0005 5 9888 -28 2452.0934751709474 2434.622230442758 50 GTEX 1 100 100 0.0 0.0005 5 9888 -29 2448.0708896745355 2426.177278583947 50 GTEX 1 100 100 0.0 0.0005 5 9888 -30 2443.215273001157 2428.1289257441185 50 GTEX 1 100 100 0.0 0.0005 5 9888 -31 2439.7295733699957 2424.8451684291826 50 GTEX 1 100 100 0.0 0.0005 5 9888 -32 2435.816439078881 2421.261224434856 50 GTEX 1 100 100 0.0 0.0005 5 9888 -33 2433.45987983237 2415.3335109464115 50 GTEX 1 100 100 0.0 0.0005 5 9888 -34 2431.121230300608 2412.503801817223 50 GTEX 1 100 100 0.0 0.0005 5 9888 -35 2428.2913713012967 2409.0227969789685 50 GTEX 1 100 100 0.0 0.0005 5 9888 -36 2426.229680289509 2405.6234056596068 50 GTEX 1 100 100 0.0 0.0005 5 9888 -37 2423.582488352839 2406.9426951825394 50 GTEX 1 100 100 0.0 0.0005 5 9888 -38 2422.59485849695 2404.8596182123338 50 GTEX 1 100 100 0.0 0.0005 5 9888 -39 2419.682416861697 2403.031053202234 50 GTEX 1 100 100 0.0 0.0005 5 9888 -40 2418.146580798555 2398.6919242365734 50 GTEX 1 100 100 0.0 0.0005 5 9888 -41 2414.994433428703 2396.5288610422112 50 GTEX 1 100 100 0.0 0.0005 5 9888 -42 2414.643206464107 2397.4812494430253 50 GTEX 1 100 100 0.0 0.0005 5 9888 -43 2412.413214442067 2398.1027706711916 50 GTEX 1 100 100 0.0 0.0005 5 9888 -44 2410.9727173947576 2393.3657333316005 50 GTEX 1 100 100 0.0 0.0005 5 9888 -45 2409.167573204536 2390.4624849616803 50 GTEX 1 100 100 0.0 0.0005 5 9888 -46 2407.622430785475 2390.176061129842 50 GTEX 1 100 100 0.0 0.0005 5 9888 -47 2406.0383069715444 2390.351350849572 50 GTEX 1 100 100 0.0 0.0005 5 9888 -48 2406.2591133282885 2386.4977052637832 50 GTEX 1 100 100 0.0 0.0005 5 9888 -49 2404.4784383881592 2386.2631900917895 50 GTEX 1 100 100 0.0 0.0005 5 9888 -50 2402.2007567302044 2386.5631674414803 50 GTEX 1 100 100 0.0 0.0005 5 9888 -51 2402.1681157449893 2382.9604028041826 50 GTEX 1 100 100 0.0 0.0005 5 9888 -52 2399.99101974086 2382.1426686334066 50 GTEX 1 100 100 0.0 0.0005 5 9888 -53 2399.571970912941 2381.0594296763607 50 GTEX 1 100 100 0.0 0.0005 5 9888 -54 2398.2295847685546 2383.3874205382604 50 GTEX 1 100 100 0.0 0.0005 5 9888 -55 2397.465418474619 2380.017642177103 50 GTEX 1 100 100 0.0 0.0005 5 9888 -56 2395.8420034416426 2378.581146124198 50 GTEX 1 100 100 0.0 0.0005 5 9888 -57 2394.9594574409793 2379.3436116845887 50 GTEX 1 100 100 0.0 0.0005 5 9888 -58 2395.2538807192914 2379.8619417255823 50 GTEX 1 100 100 0.0 0.0005 5 9888 -59 2393.1269180267227 2376.671757571144 50 GTEX 1 100 100 0.0 0.0005 5 9888 -60 2392.666493358715 2374.8743696901734 50 GTEX 1 100 100 0.0 0.0005 5 9888 -61 2391.740912150843 2374.7037311742515 50 GTEX 1 100 100 0.0 0.0005 5 9888 -62 2391.2007778510633 2374.2559118234612 50 GTEX 1 100 100 0.0 0.0005 5 9888 -63 2390.94013701274 2373.751670460284 50 GTEX 1 100 100 0.0 0.0005 5 9888 -64 2389.926388236151 2372.7439456838165 50 GTEX 1 100 100 0.0 0.0005 5 9888 -65 2389.191597601372 2370.3193619296576 50 GTEX 1 100 100 0.0 0.0005 5 9888 -66 2388.8019279656473 2371.9494554642943 50 GTEX 1 100 100 0.0 0.0005 5 9888 -67 2387.8332442423352 2371.5821421808164 50 GTEX 1 100 100 0.0 0.0005 5 9888 -68 2387.3954364812475 2369.573210625594 50 GTEX 1 100 100 0.0 0.0005 5 9888 -69 2386.143773838977 2367.9997980966314 50 GTEX 1 100 100 0.0 0.0005 5 9888 -70 2385.8946558862776 2368.2843908737823 50 GTEX 1 100 100 0.0 0.0005 5 9888 -71 2385.1569055718633 2366.782666108454 50 GTEX 1 100 100 0.0 0.0005 5 9888 -72 2384.648628722429 2366.785180385575 50 GTEX 1 100 100 0.0 0.0005 5 9888 -73 2384.3590016843045 2368.031835287696 50 GTEX 1 100 100 0.0 0.0005 5 9888 -74 2383.5227996964786 2366.055939765031 50 GTEX 1 100 100 0.0 0.0005 5 9888 -75 2382.7387680613 2366.8130634728495 50 GTEX 1 100 100 0.0 0.0005 5 9888 -76 2381.801667036647 2366.2314601651615 50 GTEX 1 100 100 0.0 0.0005 5 9888 -77 2382.2102991291295 2364.828628598057 50 GTEX 1 100 100 0.0 0.0005 5 9888 -78 2381.340609000756 2364.573141003743 50 GTEX 1 100 100 0.0 0.0005 5 9888 -79 2380.558593105285 2364.4963657393655 50 GTEX 1 100 100 0.0 0.0005 5 9888 -80 2380.5574485043026 2363.8420762906962 50 GTEX 1 100 100 0.0 0.0005 5 9888 -81 2379.850098868314 2366.157768684648 50 GTEX 1 100 100 0.0 0.0005 5 9888 -82 2379.0317862222473 2362.555391608989 50 GTEX 1 100 100 0.0 0.0005 5 9888 -83 2378.9296335244717 2361.373205148675 50 GTEX 1 100 100 0.0 0.0005 5 9888 -84 2378.809618279286 2360.8939608149653 50 GTEX 1 100 100 0.0 0.0005 5 9888 -85 2378.663488961656 2364.317921685629 50 GTEX 1 100 100 0.0 0.0005 5 9888 -86 2377.66868126308 2360.4481187247507 50 GTEX 1 100 100 0.0 0.0005 5 9888 -87 2377.641795827983 2360.4386055949976 50 GTEX 1 100 100 0.0 0.0005 5 9888 -88 2376.7462747601453 2360.7929836026615 50 GTEX 1 100 100 0.0 0.0005 5 9888 -89 2376.460469127545 2360.0441476800142 50 GTEX 1 100 100 0.0 0.0005 5 9888 -90 2376.88117755468 2358.59659057153 50 GTEX 1 100 100 0.0 0.0005 5 9888 -91 2375.6964557599754 2358.30477336695 50 GTEX 1 100 100 0.0 0.0005 5 9888 -92 2375.2976085823616 2358.475740033864 50 GTEX 1 100 100 0.0 0.0005 5 9888 -93 2375.402557485872 2359.421211271685 50 GTEX 1 100 100 0.0 0.0005 5 9888 -94 2374.504679263123 2357.4705323193916 50 GTEX 1 100 100 0.0 0.0005 5 9888 -95 2374.0640779783143 2356.968963971156 50 GTEX 1 100 100 0.0 0.0005 5 9888 -96 2373.8420757786507 2357.5471386347435 50 GTEX 1 100 100 0.0 0.0005 5 9888 -97 2373.675725856099 2357.4359404705324 50 GTEX 1 100 100 0.0 0.0005 5 9888 -98 2373.908281702848 2355.534930675202 50 GTEX 1 100 100 0.0 0.0005 5 9888 -99 2373.5667958382983 2355.7627988169857 50 GTEX 1 100 100 0.0 0.0005 5 9888 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index cd2a13373..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5095.050253615354 4628.001329313213 50 GTEX 1 100 100 1.0 0.0005 5 3374 -1 4257.5460545616515 3795.524653097523 50 GTEX 1 100 100 1.0 0.0005 5 3374 -2 3613.6953485782437 3444.858723803618 50 GTEX 1 100 100 1.0 0.0005 5 3374 -3 3197.7503205006537 3041.5898901645674 50 GTEX 1 100 100 1.0 0.0005 5 3374 -4 2962.317592602717 2911.6117115093275 50 GTEX 1 100 100 1.0 0.0005 5 3374 -5 2815.1572384510423 2660.9179877799725 50 GTEX 1 100 100 1.0 0.0005 5 3374 -6 2737.139153141752 2730.9954987152446 50 GTEX 1 100 100 1.0 0.0005 5 3374 -7 2680.0283308342464 2676.431750627525 50 GTEX 1 100 100 1.0 0.0005 5 3374 -8 2641.4580272571 2660.849419539419 50 GTEX 1 100 100 1.0 0.0005 5 3374 -9 2623.9151712032585 2588.8105501240198 50 GTEX 1 100 100 1.0 0.0005 5 3374 -10 2598.8621036654054 2588.087422302014 50 GTEX 1 100 100 1.0 0.0005 5 3374 -11 2577.2314798176394 2540.630381304955 50 GTEX 1 100 100 1.0 0.0005 5 3374 -12 2570.7815563942922 2564.0065166052755 50 GTEX 1 100 100 1.0 0.0005 5 3374 -13 2553.708125924263 2516.750765840364 50 GTEX 1 100 100 1.0 0.0005 5 3374 -14 2542.4060413444813 2501.2814092019667 50 GTEX 1 100 100 1.0 0.0005 5 3374 -15 2535.144403596457 2521.7954328993883 50 GTEX 1 100 100 1.0 0.0005 5 3374 -16 2524.030916269797 2495.402767979147 50 GTEX 1 100 100 1.0 0.0005 5 3374 -17 2513.4876060530164 2496.2694579149834 50 GTEX 1 100 100 1.0 0.0005 5 3374 -18 2506.229992744121 2486.038890301955 50 GTEX 1 100 100 1.0 0.0005 5 3374 -19 2500.2691775336366 2477.843315559648 50 GTEX 1 100 100 1.0 0.0005 5 3374 -20 2493.461562796053 2482.1183631809945 50 GTEX 1 100 100 1.0 0.0005 5 3374 -21 2488.3564121483673 2461.1695797996376 50 GTEX 1 100 100 1.0 0.0005 5 3374 -22 2479.593749226342 2453.4407847589414 50 GTEX 1 100 100 1.0 0.0005 5 3374 -23 2476.6359253638875 2456.2272123039447 50 GTEX 1 100 100 1.0 0.0005 5 3374 -24 2471.7770517457434 2443.7800056254455 50 GTEX 1 100 100 1.0 0.0005 5 3374 -25 2465.743537919756 2441.8009794402033 50 GTEX 1 100 100 1.0 0.0005 5 3374 -26 2462.444691381699 2439.0938859946828 50 GTEX 1 100 100 1.0 0.0005 5 3374 -27 2457.597646089294 2434.7723913156487 50 GTEX 1 100 100 1.0 0.0005 5 3374 -28 2452.399286331591 2431.4451356604977 50 GTEX 1 100 100 1.0 0.0005 5 3374 -29 2449.930222535972 2427.2835322042833 50 GTEX 1 100 100 1.0 0.0005 5 3374 -30 2444.999313456035 2426.1586677348205 50 GTEX 1 100 100 1.0 0.0005 5 3374 -31 2443.560824979204 2424.0022260426567 50 GTEX 1 100 100 1.0 0.0005 5 3374 -32 2440.067495792333 2418.4164556350997 50 GTEX 1 100 100 1.0 0.0005 5 3374 -33 2436.8007656221116 2418.0891452107594 50 GTEX 1 100 100 1.0 0.0005 5 3374 -34 2432.3887608972286 2418.7607500779764 50 GTEX 1 100 100 1.0 0.0005 5 3374 -35 2431.0216401123225 2410.6889188933283 50 GTEX 1 100 100 1.0 0.0005 5 3374 -36 2427.115722088901 2408.6733421644785 50 GTEX 1 100 100 1.0 0.0005 5 3374 -37 2427.704167529725 2404.3377666981046 50 GTEX 1 100 100 1.0 0.0005 5 3374 -38 2424.329295441154 2404.161014455353 50 GTEX 1 100 100 1.0 0.0005 5 3374 -39 2421.52015458612 2398.4361804338464 50 GTEX 1 100 100 1.0 0.0005 5 3374 -40 2419.780425977037 2398.839113184708 50 GTEX 1 100 100 1.0 0.0005 5 3374 -41 2417.510245576534 2398.1617389867515 50 GTEX 1 100 100 1.0 0.0005 5 3374 -42 2416.237630887433 2392.6866102327413 50 GTEX 1 100 100 1.0 0.0005 5 3374 -43 2414.56979211195 2397.8736846111574 50 GTEX 1 100 100 1.0 0.0005 5 3374 -44 2412.5872880486986 2395.479926163706 50 GTEX 1 100 100 1.0 0.0005 5 3374 -45 2410.1474737028543 2388.8490709660173 50 GTEX 1 100 100 1.0 0.0005 5 3374 -46 2408.7828957765296 2388.161308259565 50 GTEX 1 100 100 1.0 0.0005 5 3374 -47 2408.0512112490264 2389.548440099216 50 GTEX 1 100 100 1.0 0.0005 5 3374 -48 2406.751281306322 2386.7208646476947 50 GTEX 1 100 100 1.0 0.0005 5 3374 -49 2404.988049513689 2382.3290737137595 50 GTEX 1 100 100 1.0 0.0005 5 3374 -50 2403.7917492331503 2382.532022338403 50 GTEX 1 100 100 1.0 0.0005 5 3374 -51 2403.514578653563 2385.640606434173 50 GTEX 1 100 100 1.0 0.0005 5 3374 -52 2401.7718891527807 2381.9330989707105 50 GTEX 1 100 100 1.0 0.0005 5 3374 -53 2401.2920024513605 2382.128496409369 50 GTEX 1 100 100 1.0 0.0005 5 3374 -54 2400.188274663593 2380.042948791736 50 GTEX 1 100 100 1.0 0.0005 5 3374 -55 2399.419022343032 2379.6336985540934 50 GTEX 1 100 100 1.0 0.0005 5 3374 -56 2398.082890113354 2379.198115475731 50 GTEX 1 100 100 1.0 0.0005 5 3374 -57 2397.172942415719 2376.4964752777446 50 GTEX 1 100 100 1.0 0.0005 5 3374 -58 2396.0259258157034 2375.4498086791527 50 GTEX 1 100 100 1.0 0.0005 5 3374 -59 2394.9412979636913 2376.9035588833767 50 GTEX 1 100 100 1.0 0.0005 5 3374 -60 2395.039731043526 2374.796817910082 50 GTEX 1 100 100 1.0 0.0005 5 3374 -61 2393.5052935732347 2374.991999056856 50 GTEX 1 100 100 1.0 0.0005 5 3374 -62 2393.2677475560663 2373.6414395756597 50 GTEX 1 100 100 1.0 0.0005 5 3374 -63 2392.6673165822313 2371.8727321842325 50 GTEX 1 100 100 1.0 0.0005 5 3374 -64 2392.418860132772 2371.8286610882546 50 GTEX 1 100 100 1.0 0.0005 5 3374 -65 2390.768049102103 2371.966051457046 50 GTEX 1 100 100 1.0 0.0005 5 3374 -66 2389.8076484948538 2370.9979034539865 50 GTEX 1 100 100 1.0 0.0005 5 3374 -67 2390.4074003260503 2370.108997185421 50 GTEX 1 100 100 1.0 0.0005 5 3374 -68 2389.4998149410453 2371.1699659688393 50 GTEX 1 100 100 1.0 0.0005 5 3374 -69 2388.5754518832277 2368.3356877896267 50 GTEX 1 100 100 1.0 0.0005 5 3374 -70 2388.517551872211 2369.3993133428885 50 GTEX 1 100 100 1.0 0.0005 5 3374 -71 2387.270521686764 2367.8233642578125 50 GTEX 1 100 100 1.0 0.0005 5 3374 -72 2386.3617921133937 2368.7061554071115 50 GTEX 1 100 100 1.0 0.0005 5 3374 -73 2386.46002442902 2365.72088553425 50 GTEX 1 100 100 1.0 0.0005 5 3374 -74 2385.7840312483495 2365.871921785884 50 GTEX 1 100 100 1.0 0.0005 5 3374 -75 2384.3708412022934 2364.9993938257485 50 GTEX 1 100 100 1.0 0.0005 5 3374 -76 2384.203531299308 2364.1336655997507 50 GTEX 1 100 100 1.0 0.0005 5 3374 -77 2383.54373245344 2363.539501117663 50 GTEX 1 100 100 1.0 0.0005 5 3374 -78 2383.516446160429 2363.1680652923005 50 GTEX 1 100 100 1.0 0.0005 5 3374 -79 2382.2574796723984 2362.886078693114 50 GTEX 1 100 100 1.0 0.0005 5 3374 -80 2382.010060723888 2363.64434559173 50 GTEX 1 100 100 1.0 0.0005 5 3374 -81 2382.4898394484626 2360.8646096349216 50 GTEX 1 100 100 1.0 0.0005 5 3374 -82 2381.646063273039 2360.3953657839234 50 GTEX 1 100 100 1.0 0.0005 5 3374 -83 2381.1932657108246 2360.252211654141 50 GTEX 1 100 100 1.0 0.0005 5 3374 -84 2381.279319414232 2359.2764488771386 50 GTEX 1 100 100 1.0 0.0005 5 3374 -85 2379.625890918577 2359.616964710076 50 GTEX 1 100 100 1.0 0.0005 5 3374 -86 2380.336696819379 2359.493935008466 50 GTEX 1 100 100 1.0 0.0005 5 3374 -87 2379.7908066342293 2359.3777115390326 50 GTEX 1 100 100 1.0 0.0005 5 3374 -88 2378.934452123371 2357.351121097463 50 GTEX 1 100 100 1.0 0.0005 5 3374 -89 2378.4791343449615 2359.434483053113 50 GTEX 1 100 100 1.0 0.0005 5 3374 -90 2377.7281759118437 2358.7822381661417 50 GTEX 1 100 100 1.0 0.0005 5 3374 -91 2378.117354429573 2356.910961542746 50 GTEX 1 100 100 1.0 0.0005 5 3374 -92 2377.944659919614 2357.7152819035173 50 GTEX 1 100 100 1.0 0.0005 5 3374 -93 2377.825793195277 2356.1721599854445 50 GTEX 1 100 100 1.0 0.0005 5 3374 -94 2376.8104273190756 2356.691507433757 50 GTEX 1 100 100 1.0 0.0005 5 3374 -95 2376.646504206429 2355.8676623210254 50 GTEX 1 100 100 1.0 0.0005 5 3374 -96 2376.232503366959 2357.744267336769 50 GTEX 1 100 100 1.0 0.0005 5 3374 -97 2375.928480722716 2355.53030778428 50 GTEX 1 100 100 1.0 0.0005 5 3374 -98 2375.325855087904 2354.302020518952 50 GTEX 1 100 100 1.0 0.0005 5 3374 -99 2375.26026326751 2355.1738963544144 50 GTEX 1 100 100 1.0 0.0005 5 3374 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index d353da85b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5088.061758990523 4792.23419676806 50 GTEX 1 50 100 0.5 0.0005 5 921 -1 4333.234871430446 4093.8363440916114 50 GTEX 1 50 100 0.5 0.0005 5 921 -2 3776.0815766486544 3406.00197029839 50 GTEX 1 50 100 0.5 0.0005 5 921 -3 3332.47419283762 3027.5191919595118 50 GTEX 1 50 100 0.5 0.0005 5 921 -4 3007.6624591199197 2769.6059797743883 50 GTEX 1 50 100 0.5 0.0005 5 921 -5 2849.39503384392 2823.568143547261 50 GTEX 1 50 100 0.5 0.0005 5 921 -6 2758.7255659513394 2713.992311891041 50 GTEX 1 50 100 0.5 0.0005 5 921 -7 2705.0676304861627 2633.100675981761 50 GTEX 1 50 100 0.5 0.0005 5 921 -8 2663.081109642995 2623.6396489016456 50 GTEX 1 50 100 0.5 0.0005 5 921 -9 2628.3606547590066 2632.211875538409 50 GTEX 1 50 100 0.5 0.0005 5 921 -10 2605.0808485076864 2577.2696393959422 50 GTEX 1 50 100 0.5 0.0005 5 921 -11 2586.507492025135 2535.1524639637296 50 GTEX 1 50 100 0.5 0.0005 5 921 -12 2574.854910891122 2536.3559017979146 50 GTEX 1 50 100 0.5 0.0005 5 921 -13 2552.12737644478 2528.2157855015744 50 GTEX 1 50 100 0.5 0.0005 5 921 -14 2534.598036760713 2507.059806098503 50 GTEX 1 50 100 0.5 0.0005 5 921 -15 2528.0157969841375 2511.135337916617 50 GTEX 1 50 100 0.5 0.0005 5 921 -16 2517.7885701699406 2515.8203974386583 50 GTEX 1 50 100 0.5 0.0005 5 921 -17 2508.437672370966 2489.7901611328125 50 GTEX 1 50 100 0.5 0.0005 5 921 -18 2504.1608693562175 2482.1533198483544 50 GTEX 1 50 100 0.5 0.0005 5 921 -19 2494.1771617650456 2472.970020366712 50 GTEX 1 50 100 0.5 0.0005 5 921 -20 2489.851081413768 2469.329653895853 50 GTEX 1 50 100 0.5 0.0005 5 921 -21 2483.854117685529 2463.9003669535705 50 GTEX 1 50 100 0.5 0.0005 5 921 -22 2478.4007409630576 2453.954889681856 50 GTEX 1 50 100 0.5 0.0005 5 921 -23 2472.139128874685 2450.217803606969 50 GTEX 1 50 100 0.5 0.0005 5 921 -24 2466.221583289733 2449.609933367247 50 GTEX 1 50 100 0.5 0.0005 5 921 -25 2464.2697346962227 2450.223164489514 50 GTEX 1 50 100 0.5 0.0005 5 921 -26 2459.6409255144927 2444.695310643417 50 GTEX 1 50 100 0.5 0.0005 5 921 -27 2455.582970212729 2443.0337206474273 50 GTEX 1 50 100 0.5 0.0005 5 921 -28 2451.140547453696 2442.8052876403576 50 GTEX 1 50 100 0.5 0.0005 5 921 -29 2448.46672549217 2425.8562531561906 50 GTEX 1 50 100 0.5 0.0005 5 921 -30 2444.5162329661175 2422.5848560405775 50 GTEX 1 50 100 0.5 0.0005 5 921 -31 2440.6375036774534 2427.6173661960847 50 GTEX 1 50 100 0.5 0.0005 5 921 -32 2437.9838508726034 2421.0418798642468 50 GTEX 1 50 100 0.5 0.0005 5 921 -33 2435.320416763288 2419.5941087846068 50 GTEX 1 50 100 0.5 0.0005 5 921 -34 2431.47294892476 2416.2074582640207 50 GTEX 1 50 100 0.5 0.0005 5 921 -35 2430.0846399726515 2410.2118620781844 50 GTEX 1 50 100 0.5 0.0005 5 921 -36 2427.1469413231075 2413.4783986602897 50 GTEX 1 50 100 0.5 0.0005 5 921 -37 2424.698959084641 2407.7101558786835 50 GTEX 1 50 100 0.5 0.0005 5 921 -38 2421.1565960313624 2404.333306722315 50 GTEX 1 50 100 0.5 0.0005 5 921 -39 2418.560834082578 2404.678794947867 50 GTEX 1 50 100 0.5 0.0005 5 921 -40 2417.3063619792356 2401.794167174133 50 GTEX 1 50 100 0.5 0.0005 5 921 -41 2415.557370132764 2397.646379942223 50 GTEX 1 50 100 0.5 0.0005 5 921 -42 2415.32171037077 2397.349139659577 50 GTEX 1 50 100 0.5 0.0005 5 921 -43 2411.929710271329 2396.1066472158686 50 GTEX 1 50 100 0.5 0.0005 5 921 -44 2411.8150284427566 2396.3717324144486 50 GTEX 1 50 100 0.5 0.0005 5 921 -45 2408.8465916968153 2394.5867432568916 50 GTEX 1 50 100 0.5 0.0005 5 921 -46 2408.1425545026473 2390.3472171681915 50 GTEX 1 50 100 0.5 0.0005 5 921 -47 2406.224847713191 2390.408216121079 50 GTEX 1 50 100 0.5 0.0005 5 921 -48 2405.515640112116 2389.5117623796937 50 GTEX 1 50 100 0.5 0.0005 5 921 -49 2404.9783435377085 2389.9009230000893 50 GTEX 1 50 100 0.5 0.0005 5 921 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index c45a6dbb0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5086.652381401348 4908.24952564312 50 GTEX 1 50 100 0.0 0.0005 5 4488 -1 4305.709618387598 4039.34723666231 50 GTEX 1 50 100 0.0 0.0005 5 4488 -2 3686.5328395058164 3187.178957862999 50 GTEX 1 50 100 0.0 0.0005 5 4488 -3 3243.67210529215 3188.938469600315 50 GTEX 1 50 100 0.0 0.0005 5 4488 -4 3005.9074254957186 2815.481573880852 50 GTEX 1 50 100 0.0 0.0005 5 4488 -5 2851.9375898474636 2813.169168102424 50 GTEX 1 50 100 0.0 0.0005 5 4488 -6 2751.0652917443076 2708.88996823387 50 GTEX 1 50 100 0.0 0.0005 5 4488 -7 2678.1309925215137 2665.9718263575332 50 GTEX 1 50 100 0.0 0.0005 5 4488 -8 2649.346068059402 2612.7353775546576 50 GTEX 1 50 100 0.0 0.0005 5 4488 -9 2621.129678437888 2575.6543957380286 50 GTEX 1 50 100 0.0 0.0005 5 4488 -10 2605.764900392069 2572.675358877436 50 GTEX 1 50 100 0.0 0.0005 5 4488 -11 2585.2568089368415 2570.5751920634802 50 GTEX 1 50 100 0.0 0.0005 5 4488 -12 2569.8964095880756 2544.585886908121 50 GTEX 1 50 100 0.0 0.0005 5 4488 -13 2553.6184523274105 2524.5381188918427 50 GTEX 1 50 100 0.0 0.0005 5 4488 -14 2542.547808289238 2518.00483129233 50 GTEX 1 50 100 0.0 0.0005 5 4488 -15 2532.0867736951795 2511.605210220859 50 GTEX 1 50 100 0.0 0.0005 5 4488 -16 2521.4520924762496 2512.732781587898 50 GTEX 1 50 100 0.0 0.0005 5 4488 -17 2517.0405196845372 2494.616416554034 50 GTEX 1 50 100 0.0 0.0005 5 4488 -18 2511.293196411713 2502.461434135872 50 GTEX 1 50 100 0.0 0.0005 5 4488 -19 2501.5687391120555 2493.873918076432 50 GTEX 1 50 100 0.0 0.0005 5 4488 -20 2495.2354187675774 2474.4510214918014 50 GTEX 1 50 100 0.0 0.0005 5 4488 -21 2488.6825133368297 2466.4743963321353 50 GTEX 1 50 100 0.0 0.0005 5 4488 -22 2480.4415693886494 2457.034548219166 50 GTEX 1 50 100 0.0 0.0005 5 4488 -23 2476.7277643516622 2458.4305489543726 50 GTEX 1 50 100 0.0 0.0005 5 4488 -24 2472.660266367299 2455.254886989811 50 GTEX 1 50 100 0.0 0.0005 5 4488 -25 2466.8552898803077 2449.586595658567 50 GTEX 1 50 100 0.0 0.0005 5 4488 -26 2462.112292721592 2444.111800625297 50 GTEX 1 50 100 0.0 0.0005 5 4488 -27 2457.7662278083985 2433.3117708271448 50 GTEX 1 50 100 0.0 0.0005 5 4488 -28 2454.24894050138 2432.4744715237343 50 GTEX 1 50 100 0.0 0.0005 5 4488 -29 2450.5373492605067 2435.4436726733306 50 GTEX 1 50 100 0.0 0.0005 5 4488 -30 2447.992814008117 2427.41061018447 50 GTEX 1 50 100 0.0 0.0005 5 4488 -31 2444.2651775936724 2426.5120130183577 50 GTEX 1 50 100 0.0 0.0005 5 4488 -32 2440.321579699961 2421.6244309574026 50 GTEX 1 50 100 0.0 0.0005 5 4488 -33 2437.222586079234 2424.1710822391874 50 GTEX 1 50 100 0.0 0.0005 5 4488 -34 2433.0935754885804 2413.2486330909874 50 GTEX 1 50 100 0.0 0.0005 5 4488 -35 2431.7805930613413 2416.4283243041527 50 GTEX 1 50 100 0.0 0.0005 5 4488 -36 2428.079687556735 2408.217861625178 50 GTEX 1 50 100 0.0 0.0005 5 4488 -37 2426.79777063789 2407.186568923776 50 GTEX 1 50 100 0.0 0.0005 5 4488 -38 2423.3623861278816 2408.124366905299 50 GTEX 1 50 100 0.0 0.0005 5 4488 -39 2421.680227925788 2405.1941753430965 50 GTEX 1 50 100 0.0 0.0005 5 4488 -40 2420.171861770451 2402.873134134387 50 GTEX 1 50 100 0.0 0.0005 5 4488 -41 2417.7370061845177 2398.9094544617396 50 GTEX 1 50 100 0.0 0.0005 5 4488 -42 2414.8889332939834 2397.028675848087 50 GTEX 1 50 100 0.0 0.0005 5 4488 -43 2414.059539030935 2394.8607261280595 50 GTEX 1 50 100 0.0 0.0005 5 4488 -44 2411.8142498077204 2394.0011190552223 50 GTEX 1 50 100 0.0 0.0005 5 4488 -45 2410.334760302234 2391.2187750638664 50 GTEX 1 50 100 0.0 0.0005 5 4488 -46 2407.9708580628762 2390.6266328644842 50 GTEX 1 50 100 0.0 0.0005 5 4488 -47 2407.103654109753 2390.5767153895854 50 GTEX 1 50 100 0.0 0.0005 5 4488 -48 2406.238259097597 2386.0520957105514 50 GTEX 1 50 100 0.0 0.0005 5 4488 -49 2404.8863647241733 2384.429781721572 50 GTEX 1 50 100 0.0 0.0005 5 4488 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index 061bfd9ec..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0005lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5086.296346333811 4769.912916060183 50 GTEX 1 50 100 1.0 0.0005 5 1782 -1 4272.39153293905 3877.3558535267643 50 GTEX 1 50 100 1.0 0.0005 5 1782 -2 3632.422700235027 3468.4928762921813 50 GTEX 1 50 100 1.0 0.0005 5 1782 -3 3206.766048268203 3204.031388779557 50 GTEX 1 50 100 1.0 0.0005 5 1782 -4 2960.3679299536384 2879.043282976622 50 GTEX 1 50 100 1.0 0.0005 5 1782 -5 2825.2006750319365 2749.7709682450095 50 GTEX 1 50 100 1.0 0.0005 5 1782 -6 2736.460467812327 2677.6082633711085 50 GTEX 1 50 100 1.0 0.0005 5 1782 -7 2675.8159790619306 2652.3813128453244 50 GTEX 1 50 100 1.0 0.0005 5 1782 -8 2642.741334155405 2610.3604819874345 50 GTEX 1 50 100 1.0 0.0005 5 1782 -9 2610.3032115413657 2630.6873983520973 50 GTEX 1 50 100 1.0 0.0005 5 1782 -10 2594.897405285713 2618.0776636391993 50 GTEX 1 50 100 1.0 0.0005 5 1782 -11 2573.5680428715787 2557.247054531547 50 GTEX 1 50 100 1.0 0.0005 5 1782 -12 2558.0475395720828 2546.6498215824026 50 GTEX 1 50 100 1.0 0.0005 5 1782 -13 2543.9987553650594 2546.250966351295 50 GTEX 1 50 100 1.0 0.0005 5 1782 -14 2541.4578848782694 2553.192132637981 50 GTEX 1 50 100 1.0 0.0005 5 1782 -15 2528.778820998064 2523.380829205531 50 GTEX 1 50 100 1.0 0.0005 5 1782 -16 2516.6716275068575 2504.848834251723 50 GTEX 1 50 100 1.0 0.0005 5 1782 -17 2509.1233223229788 2500.4118072161655 50 GTEX 1 50 100 1.0 0.0005 5 1782 -18 2504.582926140021 2505.452255655151 50 GTEX 1 50 100 1.0 0.0005 5 1782 -19 2499.5656726418497 2502.4264997475047 50 GTEX 1 50 100 1.0 0.0005 5 1782 -20 2491.305244482066 2494.6470362442074 50 GTEX 1 50 100 1.0 0.0005 5 1782 -21 2484.076645250442 2483.5928783344225 50 GTEX 1 50 100 1.0 0.0005 5 1782 -22 2480.9130669570945 2477.273198464977 50 GTEX 1 50 100 1.0 0.0005 5 1782 -23 2473.141751239503 2473.691351944956 50 GTEX 1 50 100 1.0 0.0005 5 1782 -24 2468.5284977380306 2460.995927585848 50 GTEX 1 50 100 1.0 0.0005 5 1782 -25 2465.5540576135772 2466.401893992841 50 GTEX 1 50 100 1.0 0.0005 5 1782 -26 2458.6426735428 2459.5933823966257 50 GTEX 1 50 100 1.0 0.0005 5 1782 -27 2454.635930212143 2450.7681532014913 50 GTEX 1 50 100 1.0 0.0005 5 1782 -28 2451.928277431225 2451.028041825095 50 GTEX 1 50 100 1.0 0.0005 5 1782 -29 2447.8023700853128 2443.6796749680666 50 GTEX 1 50 100 1.0 0.0005 5 1782 -30 2444.4541970318774 2455.6019704840483 50 GTEX 1 50 100 1.0 0.0005 5 1782 -31 2442.3443138160437 2437.9851533722967 50 GTEX 1 50 100 1.0 0.0005 5 1782 -32 2436.676949163872 2432.1259204008734 50 GTEX 1 50 100 1.0 0.0005 5 1782 -33 2434.9116777512922 2433.2602390535885 50 GTEX 1 50 100 1.0 0.0005 5 1782 -34 2429.954846517632 2428.6124156183164 50 GTEX 1 50 100 1.0 0.0005 5 1782 -35 2426.8744315162207 2427.168803748069 50 GTEX 1 50 100 1.0 0.0005 5 1782 -36 2424.986442342685 2422.44565271878 50 GTEX 1 50 100 1.0 0.0005 5 1782 -37 2423.0435299871842 2418.2529672832998 50 GTEX 1 50 100 1.0 0.0005 5 1782 -38 2419.0077666736674 2422.944180912845 50 GTEX 1 50 100 1.0 0.0005 5 1782 -39 2417.6864563097884 2417.315038412696 50 GTEX 1 50 100 1.0 0.0005 5 1782 -40 2415.9189578199685 2411.722372656993 50 GTEX 1 50 100 1.0 0.0005 5 1782 -41 2413.73584608459 2414.9882506163854 50 GTEX 1 50 100 1.0 0.0005 5 1782 -42 2412.6993324519135 2411.7553502071946 50 GTEX 1 50 100 1.0 0.0005 5 1782 -43 2410.056879221077 2409.556210826105 50 GTEX 1 50 100 1.0 0.0005 5 1782 -44 2408.485386686566 2407.1063859018536 50 GTEX 1 50 100 1.0 0.0005 5 1782 -45 2407.2595633650526 2407.037390647279 50 GTEX 1 50 100 1.0 0.0005 5 1782 -46 2405.7609391607857 2403.523405938094 50 GTEX 1 50 100 1.0 0.0005 5 1782 -47 2405.0176322810485 2400.516556076224 50 GTEX 1 50 100 1.0 0.0005 5 1782 -48 2403.2175881722364 2401.694717001099 50 GTEX 1 50 100 1.0 0.0005 5 1782 -49 2401.722371724436 2401.7940418548005 50 GTEX 1 50 100 1.0 0.0005 5 1782 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index f8edcf980..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4882.722865498657 4724.738015758674 100 GTEX 1 100 100 0.5 0.0015 5 1777 -1 3748.697115870631 3747.8512422394842 100 GTEX 1 100 100 0.5 0.0015 5 1777 -2 3125.8304839601133 2946.15362293548 100 GTEX 1 100 100 0.5 0.0015 5 1777 -3 2839.316362228869 2785.3927860622625 100 GTEX 1 100 100 0.5 0.0015 5 1777 -4 2727.4711167998457 2709.018278056678 100 GTEX 1 100 100 0.5 0.0015 5 1777 -5 2660.079522561307 2720.2508642392468 100 GTEX 1 100 100 0.5 0.0015 5 1777 -6 2632.671530335433 2633.2531032779825 100 GTEX 1 100 100 0.5 0.0015 5 1777 -7 2606.5869910672436 2550.187156532201 100 GTEX 1 100 100 0.5 0.0015 5 1777 -8 2580.68554852547 2569.56602100909 100 GTEX 1 100 100 0.5 0.0015 5 1777 -9 2557.9741424982835 2511.4680825585197 100 GTEX 1 100 100 0.5 0.0015 5 1777 -10 2547.396088133244 2509.474269620366 100 GTEX 1 100 100 0.5 0.0015 5 1777 -11 2529.6742000481113 2497.2898144159935 100 GTEX 1 100 100 0.5 0.0015 5 1777 -12 2516.2947899921273 2484.793255592027 100 GTEX 1 100 100 0.5 0.0015 5 1777 -13 2509.3537642528404 2472.8272561192966 100 GTEX 1 100 100 0.5 0.0015 5 1777 -14 2502.4879985296375 2478.929374665815 100 GTEX 1 100 100 0.5 0.0015 5 1777 -15 2493.4952913894563 2457.1303664522934 100 GTEX 1 100 100 0.5 0.0015 5 1777 -16 2486.65056273808 2463.341945401616 100 GTEX 1 100 100 0.5 0.0015 5 1777 -17 2484.7146380601694 2458.4657154155775 100 GTEX 1 100 100 0.5 0.0015 5 1777 -18 2475.6331592276542 2444.868126930846 100 GTEX 1 100 100 0.5 0.0015 5 1777 -19 2470.398874694044 2437.132098643952 100 GTEX 1 100 100 0.5 0.0015 5 1777 -20 2467.6184703794265 2435.781698364722 100 GTEX 1 100 100 0.5 0.0015 5 1777 -21 2463.647429655935 2430.437879671162 100 GTEX 1 100 100 0.5 0.0015 5 1777 -22 2460.5002084234216 2427.0904527091257 100 GTEX 1 100 100 0.5 0.0015 5 1777 -23 2456.1057987924337 2425.136508956155 100 GTEX 1 100 100 0.5 0.0015 5 1777 -24 2452.164155957867 2422.4006913913972 100 GTEX 1 100 100 0.5 0.0015 5 1777 -25 2448.232219924516 2417.5857639095175 100 GTEX 1 100 100 0.5 0.0015 5 1777 -26 2445.4648305462397 2414.943990613118 100 GTEX 1 100 100 0.5 0.0015 5 1777 -27 2443.6870940617328 2415.7192206437144 100 GTEX 1 100 100 0.5 0.0015 5 1777 -28 2440.2868520821917 2407.610141768655 100 GTEX 1 100 100 0.5 0.0015 5 1777 -29 2437.625981591276 2407.381614075867 100 GTEX 1 100 100 0.5 0.0015 5 1777 -30 2435.4094709180986 2405.1024230260814 100 GTEX 1 100 100 0.5 0.0015 5 1777 -31 2430.0740757006656 2402.5363918057865 100 GTEX 1 100 100 0.5 0.0015 5 1777 -32 2428.1170783110906 2398.90497081452 100 GTEX 1 100 100 0.5 0.0015 5 1777 -33 2427.082167439568 2398.820447102246 100 GTEX 1 100 100 0.5 0.0015 5 1777 -34 2423.285938521228 2397.280084994356 100 GTEX 1 100 100 0.5 0.0015 5 1777 -35 2420.882894817194 2391.0149603433933 100 GTEX 1 100 100 0.5 0.0015 5 1777 -36 2418.6067515778495 2390.3411294335197 100 GTEX 1 100 100 0.5 0.0015 5 1777 -37 2417.934349149513 2384.449086004337 100 GTEX 1 100 100 0.5 0.0015 5 1777 -38 2416.932904524021 2386.56143432153 100 GTEX 1 100 100 0.5 0.0015 5 1777 -39 2413.9002209360474 2384.625045486276 100 GTEX 1 100 100 0.5 0.0015 5 1777 -40 2412.5089215900875 2382.929828600285 100 GTEX 1 100 100 0.5 0.0015 5 1777 -41 2410.701279516594 2382.7442158165995 100 GTEX 1 100 100 0.5 0.0015 5 1777 -42 2409.6627721676696 2381.8036673078063 100 GTEX 1 100 100 0.5 0.0015 5 1777 -43 2408.4149747715337 2380.6686194822364 100 GTEX 1 100 100 0.5 0.0015 5 1777 -44 2407.4013157392537 2377.6425604874644 100 GTEX 1 100 100 0.5 0.0015 5 1777 -45 2405.947781835298 2377.3559078318085 100 GTEX 1 100 100 0.5 0.0015 5 1777 -46 2404.4966646836956 2376.354048464235 100 GTEX 1 100 100 0.5 0.0015 5 1777 -47 2402.7703301806605 2372.6789541498338 100 GTEX 1 100 100 0.5 0.0015 5 1777 -48 2402.011976713312 2372.0610787859437 100 GTEX 1 100 100 0.5 0.0015 5 1777 -49 2400.746119177554 2374.5541147442373 100 GTEX 1 100 100 0.5 0.0015 5 1777 -50 2400.149788977088 2369.346881126723 100 GTEX 1 100 100 0.5 0.0015 5 1777 -51 2398.6372501239916 2371.4813840452707 100 GTEX 1 100 100 0.5 0.0015 5 1777 -52 2398.8434948218564 2368.9821870172887 100 GTEX 1 100 100 0.5 0.0015 5 1777 -53 2397.0813523394586 2368.8993527952707 100 GTEX 1 100 100 0.5 0.0015 5 1777 -54 2396.477299073839 2368.3541320104564 100 GTEX 1 100 100 0.5 0.0015 5 1777 -55 2395.4585679407746 2366.161878230454 100 GTEX 1 100 100 0.5 0.0015 5 1777 -56 2394.2158975751295 2367.5680112657437 100 GTEX 1 100 100 0.5 0.0015 5 1777 -57 2393.4574285748768 2364.569271885397 100 GTEX 1 100 100 0.5 0.0015 5 1777 -58 2392.9477679352453 2363.05251436995 100 GTEX 1 100 100 0.5 0.0015 5 1777 -59 2391.931494584189 2362.4012307286716 100 GTEX 1 100 100 0.5 0.0015 5 1777 -60 2390.784193871227 2362.8992887431677 100 GTEX 1 100 100 0.5 0.0015 5 1777 -61 2390.8070872834583 2362.5631414493228 100 GTEX 1 100 100 0.5 0.0015 5 1777 -62 2389.913130654923 2360.3240006015326 100 GTEX 1 100 100 0.5 0.0015 5 1777 -63 2389.123274717233 2363.7367969121315 100 GTEX 1 100 100 0.5 0.0015 5 1777 -64 2388.1493713565874 2359.5876084244296 100 GTEX 1 100 100 0.5 0.0015 5 1777 -65 2387.7188542374993 2359.827235696887 100 GTEX 1 100 100 0.5 0.0015 5 1777 -66 2387.0238683758384 2359.3875012996077 100 GTEX 1 100 100 0.5 0.0015 5 1777 -67 2386.173000285325 2356.15650435183 100 GTEX 1 100 100 0.5 0.0015 5 1777 -68 2385.276442954391 2356.6529230038022 100 GTEX 1 100 100 0.5 0.0015 5 1777 -69 2384.5559159654917 2357.274304524121 100 GTEX 1 100 100 0.5 0.0015 5 1777 -70 2383.812791952679 2355.548341700333 100 GTEX 1 100 100 0.5 0.0015 5 1777 -71 2383.307472281387 2354.002995596186 100 GTEX 1 100 100 0.5 0.0015 5 1777 -72 2382.6375764528675 2353.4416865939875 100 GTEX 1 100 100 0.5 0.0015 5 1777 -73 2382.277550883992 2353.768363459482 100 GTEX 1 100 100 0.5 0.0015 5 1777 -74 2381.306732870803 2351.532248841492 100 GTEX 1 100 100 0.5 0.0015 5 1777 -75 2381.1433724652907 2350.9574944673836 100 GTEX 1 100 100 0.5 0.0015 5 1777 -76 2380.154614281022 2350.848537198491 100 GTEX 1 100 100 0.5 0.0015 5 1777 -77 2379.760997468798 2349.5593438094106 100 GTEX 1 100 100 0.5 0.0015 5 1777 -78 2378.926595034891 2349.3377838714946 100 GTEX 1 100 100 0.5 0.0015 5 1777 -79 2378.9181889845977 2350.235927103137 100 GTEX 1 100 100 0.5 0.0015 5 1777 -80 2377.8742192502987 2347.876640290815 100 GTEX 1 100 100 0.5 0.0015 5 1777 -81 2377.799686988354 2348.3580308341257 100 GTEX 1 100 100 0.5 0.0015 5 1777 -82 2376.8343417791325 2347.5399369504516 100 GTEX 1 100 100 0.5 0.0015 5 1777 -83 2376.1312186359114 2348.237159874049 100 GTEX 1 100 100 0.5 0.0015 5 1777 -84 2376.3233505511744 2346.635609441837 100 GTEX 1 100 100 0.5 0.0015 5 1777 -85 2375.2231874950485 2345.6067386525665 100 GTEX 1 100 100 0.5 0.0015 5 1777 -86 2374.369670503253 2344.91250854028 100 GTEX 1 100 100 0.5 0.0015 5 1777 -87 2374.1539681735735 2344.2682344269842 100 GTEX 1 100 100 0.5 0.0015 5 1777 -88 2373.7337157145794 2344.0211585447364 100 GTEX 1 100 100 0.5 0.0015 5 1777 -89 2373.175567127299 2343.4134535408743 100 GTEX 1 100 100 0.5 0.0015 5 1777 -90 2373.6350041437113 2343.7616992558815 100 GTEX 1 100 100 0.5 0.0015 5 1777 -91 2372.21004387362 2342.112925714413 100 GTEX 1 100 100 0.5 0.0015 5 1777 -92 2372.3925881567634 2342.9149583011526 100 GTEX 1 100 100 0.5 0.0015 5 1777 -93 2371.661292908095 2342.6442490494296 100 GTEX 1 100 100 0.5 0.0015 5 1777 -94 2371.4191562374153 2341.7087708679896 100 GTEX 1 100 100 0.5 0.0015 5 1777 -95 2371.1823477482635 2342.3444972745365 100 GTEX 1 100 100 0.5 0.0015 5 1777 -96 2370.0969758952974 2340.0129858676924 100 GTEX 1 100 100 0.5 0.0015 5 1777 -97 2369.988883207375 2340.4948981107414 100 GTEX 1 100 100 0.5 0.0015 5 1777 -98 2369.8123822234884 2339.5855615420032 100 GTEX 1 100 100 0.5 0.0015 5 1777 -99 2369.407274194034 2341.476336925202 100 GTEX 1 100 100 0.5 0.0015 5 1777 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 1b2f005a6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4883.494354618758 4806.004190307153 100 GTEX 1 100 100 0.0 0.0015 5 7048 -1 3782.4475575003135 3448.849342027091 100 GTEX 1 100 100 0.0 0.0015 5 7048 -2 3159.9462604629484 3036.4729922914685 100 GTEX 1 100 100 0.0 0.0015 5 7048 -3 2888.2385843175634 2938.649578370069 100 GTEX 1 100 100 0.0 0.0015 5 7048 -4 2734.870496872978 2678.0255855661835 100 GTEX 1 100 100 0.0 0.0015 5 7048 -5 2662.679288008881 2612.0520854993465 100 GTEX 1 100 100 0.0 0.0015 5 7048 -6 2623.0032356433862 2629.4764817386526 100 GTEX 1 100 100 0.0 0.0015 5 7048 -7 2588.6574632244324 2550.0395210759266 100 GTEX 1 100 100 0.0 0.0015 5 7048 -8 2575.6809093120346 2528.836138939223 100 GTEX 1 100 100 0.0 0.0015 5 7048 -9 2553.7450981297284 2542.0549121465065 100 GTEX 1 100 100 0.0 0.0015 5 7048 -10 2539.5669252970433 2494.646982867455 100 GTEX 1 100 100 0.0 0.0015 5 7048 -11 2527.4826309173477 2490.9520639629873 100 GTEX 1 100 100 0.0 0.0015 5 7048 -12 2518.3633408990195 2474.689286032557 100 GTEX 1 100 100 0.0 0.0015 5 7048 -13 2513.63165263217 2489.4227475938687 100 GTEX 1 100 100 0.0 0.0015 5 7048 -14 2499.141047288236 2466.1915900516874 100 GTEX 1 100 100 0.0 0.0015 5 7048 -15 2493.949529863605 2489.23403803024 100 GTEX 1 100 100 0.0 0.0015 5 7048 -16 2488.06309966219 2444.621759334898 100 GTEX 1 100 100 0.0 0.0015 5 7048 -17 2481.5604669303566 2460.3002920404588 100 GTEX 1 100 100 0.0 0.0015 5 7048 -18 2478.0768498313632 2439.7511715036835 100 GTEX 1 100 100 0.0 0.0015 5 7048 -19 2470.868297956883 2436.2776157393655 100 GTEX 1 100 100 0.0 0.0015 5 7048 -20 2464.7490286983734 2432.6809174860387 100 GTEX 1 100 100 0.0 0.0015 5 7048 -21 2460.4038705379544 2442.7647719002493 100 GTEX 1 100 100 0.0 0.0015 5 7048 -22 2456.5303923487095 2425.427237739128 100 GTEX 1 100 100 0.0 0.0015 5 7048 -23 2453.433158438523 2413.9745815262595 100 GTEX 1 100 100 0.0 0.0015 5 7048 -24 2450.3113780929807 2417.4242087244534 100 GTEX 1 100 100 0.0 0.0015 5 7048 -25 2447.511952265724 2416.4524733394724 100 GTEX 1 100 100 0.0 0.0015 5 7048 -26 2444.105098528936 2412.810549659874 100 GTEX 1 100 100 0.0 0.0015 5 7048 -27 2440.6595552725917 2406.360475953541 100 GTEX 1 100 100 0.0 0.0015 5 7048 -28 2438.1527436279475 2406.0662800023765 100 GTEX 1 100 100 0.0 0.0015 5 7048 -29 2438.303509219113 2401.94086319956 100 GTEX 1 100 100 0.0 0.0015 5 7048 -30 2434.811148729221 2404.0233056826282 100 GTEX 1 100 100 0.0 0.0015 5 7048 -31 2431.4245712491415 2397.5597661819747 100 GTEX 1 100 100 0.0 0.0015 5 7048 -32 2429.3786482609 2398.84383911597 100 GTEX 1 100 100 0.0 0.0015 5 7048 -33 2428.8399383683536 2394.113005547469 100 GTEX 1 100 100 0.0 0.0015 5 7048 -34 2426.3249591405506 2394.2621680430134 100 GTEX 1 100 100 0.0 0.0015 5 7048 -35 2423.9756650826967 2391.614433259565 100 GTEX 1 100 100 0.0 0.0015 5 7048 -36 2422.2727438641714 2391.4189258183815 100 GTEX 1 100 100 0.0 0.0015 5 7048 -37 2420.7325312186413 2387.78730895764 100 GTEX 1 100 100 0.0 0.0015 5 7048 -38 2418.77742779503 2388.610842628624 100 GTEX 1 100 100 0.0 0.0015 5 7048 -39 2417.268698304183 2387.1129247861218 100 GTEX 1 100 100 0.0 0.0015 5 7048 -40 2414.842043104501 2383.8340651363474 100 GTEX 1 100 100 0.0 0.0015 5 7048 -41 2412.787156258665 2385.821196233365 100 GTEX 1 100 100 0.0 0.0015 5 7048 -42 2412.453703850794 2379.295576320402 100 GTEX 1 100 100 0.0 0.0015 5 7048 -43 2410.8778896378126 2380.176114506595 100 GTEX 1 100 100 0.0 0.0015 5 7048 -44 2408.917436009213 2378.0576097611693 100 GTEX 1 100 100 0.0 0.0015 5 7048 -45 2408.8608370327934 2379.6637663750594 100 GTEX 1 100 100 0.0 0.0015 5 7048 -46 2406.324021415674 2377.839299771269 100 GTEX 1 100 100 0.0 0.0015 5 7048 -47 2405.393618617426 2374.8568946055134 100 GTEX 1 100 100 0.0 0.0015 5 7048 -48 2405.0560712128313 2373.2050400650546 100 GTEX 1 100 100 0.0 0.0015 5 7048 -49 2404.079917590999 2372.4911747341375 100 GTEX 1 100 100 0.0 0.0015 5 7048 -50 2402.89837859885 2373.6352836115734 100 GTEX 1 100 100 0.0 0.0015 5 7048 -51 2401.688511351314 2371.8756720829374 100 GTEX 1 100 100 0.0 0.0015 5 7048 -52 2401.0518238828795 2368.3546156502493 100 GTEX 1 100 100 0.0 0.0015 5 7048 -53 2399.8361884746027 2367.945859263605 100 GTEX 1 100 100 0.0 0.0015 5 7048 -54 2398.5997141540597 2365.7187648526615 100 GTEX 1 100 100 0.0 0.0015 5 7048 -55 2397.656646860682 2367.62422302014 100 GTEX 1 100 100 0.0 0.0015 5 7048 -56 2396.6172010905893 2364.8740652106108 100 GTEX 1 100 100 0.0 0.0015 5 7048 -57 2395.4979827903426 2363.3947141233957 100 GTEX 1 100 100 0.0 0.0015 5 7048 -58 2394.5001811906654 2363.772304984553 100 GTEX 1 100 100 0.0 0.0015 5 7048 -59 2393.5487399022177 2362.909177830917 100 GTEX 1 100 100 0.0 0.0015 5 7048 -60 2392.223038823801 2364.235364558579 100 GTEX 1 100 100 0.0 0.0015 5 7048 -61 2391.781870963569 2361.32620622178 100 GTEX 1 100 100 0.0 0.0015 5 7048 -62 2390.730726249117 2357.9064226621913 100 GTEX 1 100 100 0.0 0.0015 5 7048 -63 2390.115788442955 2364.533500178232 100 GTEX 1 100 100 0.0 0.0015 5 7048 -64 2388.7481802278226 2359.569658054598 100 GTEX 1 100 100 0.0 0.0015 5 7048 -65 2388.052492065365 2356.183615100701 100 GTEX 1 100 100 0.0 0.0015 5 7048 -66 2387.1781411385023 2355.6181900546576 100 GTEX 1 100 100 0.0 0.0015 5 7048 -67 2386.976762129511 2355.75238663706 100 GTEX 1 100 100 0.0 0.0015 5 7048 -68 2386.0758663317315 2355.5213265654706 100 GTEX 1 100 100 0.0 0.0015 5 7048 -69 2384.479412861783 2355.8025524298955 100 GTEX 1 100 100 0.0 0.0015 5 7048 -70 2384.312839171596 2353.290503208175 100 GTEX 1 100 100 0.0 0.0015 5 7048 -71 2383.893664727433 2352.4047016100285 100 GTEX 1 100 100 0.0 0.0015 5 7048 -72 2382.4050767221006 2351.5733656502493 100 GTEX 1 100 100 0.0 0.0015 5 7048 -73 2382.4781364552937 2353.214214368465 100 GTEX 1 100 100 0.0 0.0015 5 7048 -74 2382.1736080967107 2350.451571968572 100 GTEX 1 100 100 0.0 0.0015 5 7048 -75 2381.7643334040285 2350.1501966121077 100 GTEX 1 100 100 0.0 0.0015 5 7048 -76 2380.7059727829237 2348.5235637476235 100 GTEX 1 100 100 0.0 0.0015 5 7048 -77 2379.9996713501505 2349.119618695045 100 GTEX 1 100 100 0.0 0.0015 5 7048 -78 2379.0637530420227 2348.6552233097673 100 GTEX 1 100 100 0.0 0.0015 5 7048 -79 2378.208682674232 2347.858520971958 100 GTEX 1 100 100 0.0 0.0015 5 7048 -80 2378.2755535057636 2345.9415083620484 100 GTEX 1 100 100 0.0 0.0015 5 7048 -81 2376.920889102029 2347.966342012239 100 GTEX 1 100 100 0.0 0.0015 5 7048 -82 2376.6099219245143 2345.6458141486455 100 GTEX 1 100 100 0.0 0.0015 5 7048 -83 2376.2306249515173 2346.0504767704374 100 GTEX 1 100 100 0.0 0.0015 5 7048 -84 2375.8095832067975 2345.17056146774 100 GTEX 1 100 100 0.0 0.0015 5 7048 -85 2375.1670243974545 2344.398307539211 100 GTEX 1 100 100 0.0 0.0015 5 7048 -86 2374.8550448112933 2342.9315227319985 100 GTEX 1 100 100 0.0 0.0015 5 7048 -87 2373.991176148686 2342.422309440352 100 GTEX 1 100 100 0.0 0.0015 5 7048 -88 2373.1142348864396 2342.4586789671457 100 GTEX 1 100 100 0.0 0.0015 5 7048 -89 2372.8315781701817 2341.020486461799 100 GTEX 1 100 100 0.0 0.0015 5 7048 -90 2372.093847661408 2341.626354377079 100 GTEX 1 100 100 0.0 0.0015 5 7048 -91 2371.90924501001 2341.078202976473 100 GTEX 1 100 100 0.0 0.0015 5 7048 -92 2371.0021732564433 2340.1762388976354 100 GTEX 1 100 100 0.0 0.0015 5 7048 -93 2371.0447226065294 2340.201434581452 100 GTEX 1 100 100 0.0 0.0015 5 7048 -94 2370.51805191306 2339.493630064758 100 GTEX 1 100 100 0.0 0.0015 5 7048 -95 2369.9223948722783 2339.3022869385695 100 GTEX 1 100 100 0.0 0.0015 5 7048 -96 2369.293018805662 2339.712760664211 100 GTEX 1 100 100 0.0 0.0015 5 7048 -97 2369.3322406791767 2339.1353820104564 100 GTEX 1 100 100 0.0 0.0015 5 7048 -98 2368.879327661424 2338.1894271328424 100 GTEX 1 100 100 0.0 0.0015 5 7048 -99 2368.7977834032445 2338.2191556633197 100 GTEX 1 100 100 0.0 0.0015 5 7048 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index c66a9f1ad..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4881.02315160764 5782.653370440233 100 GTEX 1 100 100 1.0 0.0015 5 4233 -1 3811.568825942253 3646.2611153606226 100 GTEX 1 100 100 1.0 0.0015 5 4233 -2 3232.4470509865273 3044.871096534874 100 GTEX 1 100 100 1.0 0.0015 5 4233 -3 2908.4109157498992 2764.648713202531 100 GTEX 1 100 100 1.0 0.0015 5 4233 -4 2745.4392656934947 2710.2214151244652 100 GTEX 1 100 100 1.0 0.0015 5 4233 -5 2677.1004533841237 2664.2137195891755 100 GTEX 1 100 100 1.0 0.0015 5 4233 -6 2633.319378050275 2608.560725106939 100 GTEX 1 100 100 1.0 0.0015 5 4233 -7 2595.225431360664 2610.90609868851 100 GTEX 1 100 100 1.0 0.0015 5 4233 -8 2575.876232514301 2550.543390194273 100 GTEX 1 100 100 1.0 0.0015 5 4233 -9 2558.0729381657584 2535.8188550825807 100 GTEX 1 100 100 1.0 0.0015 5 4233 -10 2540.721333888235 2515.9422110786004 100 GTEX 1 100 100 1.0 0.0015 5 4233 -11 2528.4747831901277 2501.670521551212 100 GTEX 1 100 100 1.0 0.0015 5 4233 -12 2518.4722222021646 2503.590831451996 100 GTEX 1 100 100 1.0 0.0015 5 4233 -13 2505.7244567323087 2498.248760731048 100 GTEX 1 100 100 1.0 0.0015 5 4233 -14 2498.280615729516 2499.8465218779706 100 GTEX 1 100 100 1.0 0.0015 5 4233 -15 2489.857562525995 2470.6610167760814 100 GTEX 1 100 100 1.0 0.0015 5 4233 -16 2482.9888501463965 2465.3741951713996 100 GTEX 1 100 100 1.0 0.0015 5 4233 -17 2476.654866493477 2475.867862367811 100 GTEX 1 100 100 1.0 0.0015 5 4233 -18 2465.695932380448 2459.701827248693 100 GTEX 1 100 100 1.0 0.0015 5 4233 -19 2463.3292670479113 2448.2206678499288 100 GTEX 1 100 100 1.0 0.0015 5 4233 -20 2460.427824557715 2461.1688951847673 100 GTEX 1 100 100 1.0 0.0015 5 4233 -21 2452.1513360348777 2442.065034235385 100 GTEX 1 100 100 1.0 0.0015 5 4233 -22 2451.5471500095728 2436.320432249584 100 GTEX 1 100 100 1.0 0.0015 5 4233 -23 2447.1795578865235 2437.036075258436 100 GTEX 1 100 100 1.0 0.0015 5 4233 -24 2442.957408795025 2433.1989263382247 100 GTEX 1 100 100 1.0 0.0015 5 4233 -25 2440.6370411590096 2433.5328197406725 100 GTEX 1 100 100 1.0 0.0015 5 4233 -26 2437.5030508423174 2431.709183029349 100 GTEX 1 100 100 1.0 0.0015 5 4233 -27 2435.007879601923 2425.1981150115853 100 GTEX 1 100 100 1.0 0.0015 5 4233 -28 2430.335015325646 2422.3694283953187 100 GTEX 1 100 100 1.0 0.0015 5 4233 -29 2429.475606052604 2424.1237291691423 100 GTEX 1 100 100 1.0 0.0015 5 4233 -30 2427.3132966870526 2419.233688064401 100 GTEX 1 100 100 1.0 0.0015 5 4233 -31 2425.1195293106975 2418.2438027269486 100 GTEX 1 100 100 1.0 0.0015 5 4233 -32 2422.033873138476 2413.250922721602 100 GTEX 1 100 100 1.0 0.0015 5 4233 -33 2420.1227467473364 2411.128853337393 100 GTEX 1 100 100 1.0 0.0015 5 4233 -34 2418.17823696892 2409.482644664924 100 GTEX 1 100 100 1.0 0.0015 5 4233 -35 2415.9139949854593 2408.201882017883 100 GTEX 1 100 100 1.0 0.0015 5 4233 -36 2415.438498379651 2408.724872081452 100 GTEX 1 100 100 1.0 0.0015 5 4233 -37 2412.9560623467128 2404.7632457892705 100 GTEX 1 100 100 1.0 0.0015 5 4233 -38 2412.004871671827 2401.596979525606 100 GTEX 1 100 100 1.0 0.0015 5 4233 -39 2411.045506089822 2406.1088356627256 100 GTEX 1 100 100 1.0 0.0015 5 4233 -40 2408.2285989221605 2401.0527167374644 100 GTEX 1 100 100 1.0 0.0015 5 4233 -41 2407.733745809869 2399.924464932866 100 GTEX 1 100 100 1.0 0.0015 5 4233 -42 2404.996684463548 2398.8699333858126 100 GTEX 1 100 100 1.0 0.0015 5 4233 -43 2404.145243427828 2397.5079489588284 100 GTEX 1 100 100 1.0 0.0015 5 4233 -44 2403.73143393973 2394.832849074679 100 GTEX 1 100 100 1.0 0.0015 5 4233 -45 2402.381283468438 2393.6583349423718 100 GTEX 1 100 100 1.0 0.0015 5 4233 -46 2401.367627633944 2392.6449564074383 100 GTEX 1 100 100 1.0 0.0015 5 4233 -47 2398.785423987189 2391.91950228731 100 GTEX 1 100 100 1.0 0.0015 5 4233 -48 2398.8779151427325 2390.016254381535 100 GTEX 1 100 100 1.0 0.0015 5 4233 -49 2397.7913809204424 2394.4690999658387 100 GTEX 1 100 100 1.0 0.0015 5 4233 -50 2396.316289092415 2388.7200217591494 100 GTEX 1 100 100 1.0 0.0015 5 4233 -51 2395.1218169653466 2385.6122072169082 100 GTEX 1 100 100 1.0 0.0015 5 4233 -52 2394.432750050339 2387.6328876915995 100 GTEX 1 100 100 1.0 0.0015 5 4233 -53 2393.580363630531 2384.848203013605 100 GTEX 1 100 100 1.0 0.0015 5 4233 -54 2392.9792744543956 2388.7602474082105 100 GTEX 1 100 100 1.0 0.0015 5 4233 -55 2391.5339141165528 2386.4824979948908 100 GTEX 1 100 100 1.0 0.0015 5 4233 -56 2390.9460105972557 2382.935635062678 100 GTEX 1 100 100 1.0 0.0015 5 4233 -57 2390.5908605427076 2382.817523912785 100 GTEX 1 100 100 1.0 0.0015 5 4233 -58 2389.279872889049 2383.5837467324145 100 GTEX 1 100 100 1.0 0.0015 5 4233 -59 2388.597931749556 2380.1140099587096 100 GTEX 1 100 100 1.0 0.0015 5 4233 -60 2387.5616182363738 2379.146577204135 100 GTEX 1 100 100 1.0 0.0015 5 4233 -61 2386.6431002924633 2380.271194748099 100 GTEX 1 100 100 1.0 0.0015 5 4233 -62 2386.3425132563693 2379.585746271982 100 GTEX 1 100 100 1.0 0.0015 5 4233 -63 2385.2273049278497 2378.5344943782675 100 GTEX 1 100 100 1.0 0.0015 5 4233 -64 2384.661453519462 2376.8420549399953 100 GTEX 1 100 100 1.0 0.0015 5 4233 -65 2383.6685436551393 2378.337134995841 100 GTEX 1 100 100 1.0 0.0015 5 4233 -66 2382.635716759946 2376.663685613712 100 GTEX 1 100 100 1.0 0.0015 5 4233 -67 2381.4022743271034 2374.9012065930965 100 GTEX 1 100 100 1.0 0.0015 5 4233 -68 2381.284424782303 2372.6372488043608 100 GTEX 1 100 100 1.0 0.0015 5 4233 -69 2380.6255287177664 2373.8781673300855 100 GTEX 1 100 100 1.0 0.0015 5 4233 -70 2379.5390757553378 2373.805661277626 100 GTEX 1 100 100 1.0 0.0015 5 4233 -71 2378.4380517469813 2371.3696595398646 100 GTEX 1 100 100 1.0 0.0015 5 4233 -72 2377.4708829230817 2370.4260977973504 100 GTEX 1 100 100 1.0 0.0015 5 4233 -73 2377.668373244106 2369.1350960967206 100 GTEX 1 100 100 1.0 0.0015 5 4233 -74 2376.726332465736 2369.489523303826 100 GTEX 1 100 100 1.0 0.0015 5 4233 -75 2376.1602896286113 2368.9995618464827 100 GTEX 1 100 100 1.0 0.0015 5 4233 -76 2375.428203056918 2368.1309865509147 100 GTEX 1 100 100 1.0 0.0015 5 4233 -77 2375.1850982050314 2367.656584184886 100 GTEX 1 100 100 1.0 0.0015 5 4233 -78 2374.3609049599513 2367.9039218452945 100 GTEX 1 100 100 1.0 0.0015 5 4233 -79 2373.402104148168 2366.5172522947364 100 GTEX 1 100 100 1.0 0.0015 5 4233 -80 2372.7454557659585 2365.4672907259983 100 GTEX 1 100 100 1.0 0.0015 5 4233 -81 2372.512939839954 2365.7949822139376 100 GTEX 1 100 100 1.0 0.0015 5 4233 -82 2371.368089997656 2364.815263523348 100 GTEX 1 100 100 1.0 0.0015 5 4233 -83 2371.0093003987536 2364.2213037295032 100 GTEX 1 100 100 1.0 0.0015 5 4233 -84 2370.7824281777325 2363.795722990435 100 GTEX 1 100 100 1.0 0.0015 5 4233 -85 2369.984413992355 2363.358324174192 100 GTEX 1 100 100 1.0 0.0015 5 4233 -86 2369.7361385014638 2362.3490189817016 100 GTEX 1 100 100 1.0 0.0015 5 4233 -87 2369.4976180622493 2361.786172729028 100 GTEX 1 100 100 1.0 0.0015 5 4233 -88 2368.823489629065 2361.16774874495 100 GTEX 1 100 100 1.0 0.0015 5 4233 -89 2368.4879320724294 2360.956346170984 100 GTEX 1 100 100 1.0 0.0015 5 4233 -90 2367.955959321277 2361.147652165518 100 GTEX 1 100 100 1.0 0.0015 5 4233 -91 2367.8269683815324 2360.2074888976354 100 GTEX 1 100 100 1.0 0.0015 5 4233 -92 2367.041181574606 2360.307081563391 100 GTEX 1 100 100 1.0 0.0015 5 4233 -93 2366.5280673779644 2360.402890513605 100 GTEX 1 100 100 1.0 0.0015 5 4233 -94 2366.303826264095 2358.8114603136883 100 GTEX 1 100 100 1.0 0.0015 5 4233 -95 2366.439334342733 2358.6487893224216 100 GTEX 1 100 100 1.0 0.0015 5 4233 -96 2365.8857486862257 2360.8651953867634 100 GTEX 1 100 100 1.0 0.0015 5 4233 -97 2365.62102731858 2358.207508391754 100 GTEX 1 100 100 1.0 0.0015 5 4233 -98 2365.256244785546 2357.226940314579 100 GTEX 1 100 100 1.0 0.0015 5 4233 -99 2365.1207558162564 2358.2504919944154 100 GTEX 1 100 100 1.0 0.0015 5 4233 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 3a2d16bfa..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4916.164449947845 4583.2249714086265 100 GTEX 1 50 100 0.5 0.0015 5 9294 -1 3840.7116806241415 3437.5471265669557 100 GTEX 1 50 100 0.5 0.0015 5 9294 -2 3141.0198833158934 2964.5042107295626 100 GTEX 1 50 100 0.5 0.0015 5 9294 -3 2827.287796460526 2806.315142845473 100 GTEX 1 50 100 0.5 0.0015 5 9294 -4 2708.0767667405116 2666.836615152685 100 GTEX 1 50 100 0.5 0.0015 5 9294 -5 2646.539374284109 2632.5831024982176 100 GTEX 1 50 100 0.5 0.0015 5 9294 -6 2615.64144265318 2621.0354700124763 100 GTEX 1 50 100 0.5 0.0015 5 9294 -7 2588.7467501470983 2590.1966650204968 100 GTEX 1 50 100 0.5 0.0015 5 9294 -8 2568.5261277919763 2572.525100998099 100 GTEX 1 50 100 0.5 0.0015 5 9294 -9 2556.573285615493 2550.540983134803 100 GTEX 1 50 100 0.5 0.0015 5 9294 -10 2545.1859224085147 2565.0886406844106 100 GTEX 1 50 100 0.5 0.0015 5 9294 -11 2527.374018099261 2539.26508194956 100 GTEX 1 50 100 0.5 0.0015 5 9294 -12 2520.0251699262076 2520.708961167716 100 GTEX 1 50 100 0.5 0.0015 5 9294 -13 2509.023912164872 2523.1641701817966 100 GTEX 1 50 100 0.5 0.0015 5 9294 -14 2500.5992106059616 2511.997669988712 100 GTEX 1 50 100 0.5 0.0015 5 9294 -15 2493.6485014041373 2496.62532304539 100 GTEX 1 50 100 0.5 0.0015 5 9294 -16 2486.94268190862 2498.7740093274715 100 GTEX 1 50 100 0.5 0.0015 5 9294 -17 2483.1901093157894 2483.3284536151377 100 GTEX 1 50 100 0.5 0.0015 5 9294 -18 2474.414269633992 2478.9419539418964 100 GTEX 1 50 100 0.5 0.0015 5 9294 -19 2470.5313557590266 2481.622434202709 100 GTEX 1 50 100 0.5 0.0015 5 9294 -20 2466.5025747848613 2478.620846824501 100 GTEX 1 50 100 0.5 0.0015 5 9294 -21 2460.7446888131553 2482.891097500297 100 GTEX 1 50 100 0.5 0.0015 5 9294 -22 2457.968817437175 2470.582607718928 100 GTEX 1 50 100 0.5 0.0015 5 9294 -23 2452.200523291846 2464.5825845116447 100 GTEX 1 50 100 0.5 0.0015 5 9294 -24 2448.4839077364545 2459.154312655953 100 GTEX 1 50 100 0.5 0.0015 5 9294 -25 2444.6263147541295 2462.433095257545 100 GTEX 1 50 100 0.5 0.0015 5 9294 -26 2442.21149092324 2452.003293577709 100 GTEX 1 50 100 0.5 0.0015 5 9294 -27 2438.8165681507967 2444.9894044825332 100 GTEX 1 50 100 0.5 0.0015 5 9294 -28 2434.4207684114062 2453.330309269546 100 GTEX 1 50 100 0.5 0.0015 5 9294 -29 2432.710668421804 2436.9080870885814 100 GTEX 1 50 100 0.5 0.0015 5 9294 -30 2428.492538585927 2442.3521584630466 100 GTEX 1 50 100 0.5 0.0015 5 9294 -31 2425.282504047778 2436.1666774967325 100 GTEX 1 50 100 0.5 0.0015 5 9294 -32 2422.6237457974908 2434.936998722671 100 GTEX 1 50 100 0.5 0.0015 5 9294 -33 2420.932777489404 2432.0976293295507 100 GTEX 1 50 100 0.5 0.0015 5 9294 -34 2418.6435417932025 2430.3115494296576 100 GTEX 1 50 100 0.5 0.0015 5 9294 -35 2416.882350419962 2425.496103961205 100 GTEX 1 50 100 0.5 0.0015 5 9294 -36 2414.435524232614 2423.124464375891 100 GTEX 1 50 100 0.5 0.0015 5 9294 -37 2414.3485644469356 2423.519586947481 100 GTEX 1 50 100 0.5 0.0015 5 9294 -38 2411.598806343953 2422.6262299860387 100 GTEX 1 50 100 0.5 0.0015 5 9294 -39 2409.3990332423236 2417.1334511644486 100 GTEX 1 50 100 0.5 0.0015 5 9294 -40 2408.0496772918427 2417.316639251129 100 GTEX 1 50 100 0.5 0.0015 5 9294 -41 2405.9237393090802 2416.726997868643 100 GTEX 1 50 100 0.5 0.0015 5 9294 -42 2405.780130646052 2417.980790867098 100 GTEX 1 50 100 0.5 0.0015 5 9294 -43 2402.9523608581535 2413.384211435064 100 GTEX 1 50 100 0.5 0.0015 5 9294 -44 2403.392945973513 2412.4008510575095 100 GTEX 1 50 100 0.5 0.0015 5 9294 -45 2401.626402564294 2409.262753794855 100 GTEX 1 50 100 0.5 0.0015 5 9294 -46 2400.2175676187267 2409.015547023527 100 GTEX 1 50 100 0.5 0.0015 5 9294 -47 2398.168791199859 2410.0229501470412 100 GTEX 1 50 100 0.5 0.0015 5 9294 -48 2397.3043431191077 2406.07465226206 100 GTEX 1 50 100 0.5 0.0015 5 9294 -49 2396.1242929283135 2405.0318979473623 100 GTEX 1 50 100 0.5 0.0015 5 9294 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index 4cbdadf82..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4869.76411172527 4375.797821857177 100 GTEX 1 50 100 0.0 0.0015 5 4647 -1 3732.1807979310947 3435.3658062024715 100 GTEX 1 50 100 0.0 0.0015 5 4647 -2 3105.440854683539 3050.5506494326282 100 GTEX 1 50 100 0.0 0.0015 5 4647 -3 2836.5478523103693 2834.9469063762476 100 GTEX 1 50 100 0.0 0.0015 5 4647 -4 2723.207277917907 2687.3608565529944 100 GTEX 1 50 100 0.0 0.0015 5 4647 -5 2656.3438881495013 2684.581367521685 100 GTEX 1 50 100 0.0 0.0015 5 4647 -6 2615.325585751822 2636.0097192104326 100 GTEX 1 50 100 0.0 0.0015 5 4647 -7 2596.340919624378 2625.760455345473 100 GTEX 1 50 100 0.0 0.0015 5 4647 -8 2569.0431019223024 2579.500525412904 100 GTEX 1 50 100 0.0 0.0015 5 4647 -9 2552.4338978491073 2567.6865828481464 100 GTEX 1 50 100 0.0 0.0015 5 4647 -10 2539.5916914770137 2543.190784294796 100 GTEX 1 50 100 0.0 0.0015 5 4647 -11 2525.093613062563 2534.105622846364 100 GTEX 1 50 100 0.0 0.0015 5 4647 -12 2517.4721791867887 2523.8237481062856 100 GTEX 1 50 100 0.0 0.0015 5 4647 -13 2505.4830303568892 2525.0485747014613 100 GTEX 1 50 100 0.0 0.0015 5 4647 -14 2497.1136639269553 2513.2566781279706 100 GTEX 1 50 100 0.0 0.0015 5 4647 -15 2493.8277495438515 2505.4180810732532 100 GTEX 1 50 100 0.0 0.0015 5 4647 -16 2485.0451883743367 2502.7911780759864 100 GTEX 1 50 100 0.0 0.0015 5 4647 -17 2479.8619762439594 2491.083199040518 100 GTEX 1 50 100 0.0 0.0015 5 4647 -18 2475.09199266201 2479.4907217279588 100 GTEX 1 50 100 0.0 0.0015 5 4647 -19 2469.4010522056055 2482.9781081050974 100 GTEX 1 50 100 0.0 0.0015 5 4647 -20 2464.141579178 2497.7604284250237 100 GTEX 1 50 100 0.0 0.0015 5 4647 -21 2459.273920443011 2470.5438292760814 100 GTEX 1 50 100 0.0 0.0015 5 4647 -22 2455.9361850653504 2466.703283737821 100 GTEX 1 50 100 0.0 0.0015 5 4647 -23 2451.891902386456 2458.4513955932152 100 GTEX 1 50 100 0.0 0.0015 5 4647 -24 2446.5657922751398 2465.0397030210315 100 GTEX 1 50 100 0.0 0.0015 5 4647 -25 2444.0265373922243 2464.06295393447 100 GTEX 1 50 100 0.0 0.0015 5 4647 -26 2440.15851158238 2451.539340987405 100 GTEX 1 50 100 0.0 0.0015 5 4647 -27 2436.878203356066 2449.943027974988 100 GTEX 1 50 100 0.0 0.0015 5 4647 -28 2435.0922780128094 2443.5363565307152 100 GTEX 1 50 100 0.0 0.0015 5 4647 -29 2430.1841734776062 2450.8400062009864 100 GTEX 1 50 100 0.0 0.0015 5 4647 -30 2427.324044522255 2442.592506089591 100 GTEX 1 50 100 0.0 0.0015 5 4647 -31 2425.612131491299 2442.156027210076 100 GTEX 1 50 100 0.0 0.0015 5 4647 -32 2423.8590148880653 2439.1524189415995 100 GTEX 1 50 100 0.0 0.0015 5 4647 -33 2422.223747184917 2433.289506223265 100 GTEX 1 50 100 0.0 0.0015 5 4647 -34 2419.443143937081 2433.6805907274834 100 GTEX 1 50 100 0.0 0.0015 5 4647 -35 2417.781791251023 2428.5627822005704 100 GTEX 1 50 100 0.0 0.0015 5 4647 -36 2415.2088381020912 2431.2275316361693 100 GTEX 1 50 100 0.0 0.0015 5 4647 -37 2413.210707646256 2428.5953215972554 100 GTEX 1 50 100 0.0 0.0015 5 4647 -38 2411.1291492043497 2426.610294008436 100 GTEX 1 50 100 0.0 0.0015 5 4647 -39 2410.0095686517143 2426.4068403932984 100 GTEX 1 50 100 0.0 0.0015 5 4647 -40 2408.431814852745 2421.778036255347 100 GTEX 1 50 100 0.0 0.0015 5 4647 -41 2405.9742923042295 2420.892986573194 100 GTEX 1 50 100 0.0 0.0015 5 4647 -42 2405.430184704104 2421.0077744400546 100 GTEX 1 50 100 0.0 0.0015 5 4647 -43 2403.835213743093 2416.712600998099 100 GTEX 1 50 100 0.0 0.0015 5 4647 -44 2401.66608535736 2414.5915991489424 100 GTEX 1 50 100 0.0 0.0015 5 4647 -45 2401.117631528022 2415.7212591715183 100 GTEX 1 50 100 0.0 0.0015 5 4647 -46 2400.7018856259324 2414.6689072525546 100 GTEX 1 50 100 0.0 0.0015 5 4647 -47 2399.062899929525 2413.054689356583 100 GTEX 1 50 100 0.0 0.0015 5 4647 -48 2397.499781106409 2413.752926902626 100 GTEX 1 50 100 0.0 0.0015 5 4647 -49 2396.3913286418033 2409.469859308163 100 GTEX 1 50 100 0.0 0.0015 5 4647 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index 92226b093..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4883.783954759378 4402.75776422885 100 GTEX 1 50 100 1.0 0.0015 5 9972 -1 3780.02478454145 3341.4847769501544 100 GTEX 1 50 100 1.0 0.0015 5 9972 -2 3139.3700140589103 3088.0749808771984 100 GTEX 1 50 100 1.0 0.0015 5 9972 -3 2874.4788541776697 2874.0773916498338 100 GTEX 1 50 100 1.0 0.0015 5 9972 -4 2740.71956618323 2663.51444885486 100 GTEX 1 50 100 1.0 0.0015 5 9972 -5 2660.4369732679556 2632.3278112375237 100 GTEX 1 50 100 1.0 0.0015 5 9972 -6 2623.2400985464724 2643.644689987821 100 GTEX 1 50 100 1.0 0.0015 5 9972 -7 2590.82560431961 2565.711992038973 100 GTEX 1 50 100 1.0 0.0015 5 9972 -8 2568.5213085741507 2560.490545352602 100 GTEX 1 50 100 1.0 0.0015 5 9972 -9 2552.7109129234696 2556.8852594759983 100 GTEX 1 50 100 1.0 0.0015 5 9972 -10 2535.216665198436 2536.248824783151 100 GTEX 1 50 100 1.0 0.0015 5 9972 -11 2525.1358804659444 2517.5166832521386 100 GTEX 1 50 100 1.0 0.0015 5 9972 -12 2513.720011036487 2519.091207409993 100 GTEX 1 50 100 1.0 0.0015 5 9972 -13 2504.1107007400706 2505.5813740197245 100 GTEX 1 50 100 1.0 0.0015 5 9972 -14 2495.62651237213 2509.614279163201 100 GTEX 1 50 100 1.0 0.0015 5 9972 -15 2491.3717190976304 2486.5232193515326 100 GTEX 1 50 100 1.0 0.0015 5 9972 -16 2484.420926624434 2485.338464309054 100 GTEX 1 50 100 1.0 0.0015 5 9972 -17 2477.691850510119 2477.126323743465 100 GTEX 1 50 100 1.0 0.0015 5 9972 -18 2470.2548454706152 2475.4271402685363 100 GTEX 1 50 100 1.0 0.0015 5 9972 -19 2466.6136053868454 2486.9815762015805 100 GTEX 1 50 100 1.0 0.0015 5 9972 -20 2461.739165128291 2471.576014993762 100 GTEX 1 50 100 1.0 0.0015 5 9972 -21 2457.9686139135865 2466.9704710521623 100 GTEX 1 50 100 1.0 0.0015 5 9972 -22 2453.663508251525 2454.418844128743 100 GTEX 1 50 100 1.0 0.0015 5 9972 -23 2449.592230897047 2455.5057535497863 100 GTEX 1 50 100 1.0 0.0015 5 9972 -24 2445.730966005681 2445.090897360682 100 GTEX 1 50 100 1.0 0.0015 5 9972 -25 2442.080053264795 2443.089979280537 100 GTEX 1 50 100 1.0 0.0015 5 9972 -26 2440.1300110849693 2448.5341936118703 100 GTEX 1 50 100 1.0 0.0015 5 9972 -27 2437.3337460625976 2440.1486463655538 100 GTEX 1 50 100 1.0 0.0015 5 9972 -28 2434.3436323782203 2435.218892956868 100 GTEX 1 50 100 1.0 0.0015 5 9972 -29 2432.595137890584 2438.95260237197 100 GTEX 1 50 100 1.0 0.0015 5 9972 -30 2430.165875128737 2435.022072911716 100 GTEX 1 50 100 1.0 0.0015 5 9972 -31 2427.877315454754 2430.4552786359313 100 GTEX 1 50 100 1.0 0.0015 5 9972 -32 2425.3552068926106 2425.5272592754873 100 GTEX 1 50 100 1.0 0.0015 5 9972 -33 2424.716891390199 2426.0839639525902 100 GTEX 1 50 100 1.0 0.0015 5 9972 -34 2421.7789828988607 2423.3619565782437 100 GTEX 1 50 100 1.0 0.0015 5 9972 -35 2419.5734684824174 2421.1274506891637 100 GTEX 1 50 100 1.0 0.0015 5 9972 -36 2417.6985798633577 2420.5282943203424 100 GTEX 1 50 100 1.0 0.0015 5 9972 -37 2416.478635799851 2419.1328273526615 100 GTEX 1 50 100 1.0 0.0015 5 9972 -38 2414.983239321871 2419.708249168251 100 GTEX 1 50 100 1.0 0.0015 5 9972 -39 2412.9244206953267 2419.8357054271623 100 GTEX 1 50 100 1.0 0.0015 5 9972 -40 2411.5297823710816 2412.296164857117 100 GTEX 1 50 100 1.0 0.0015 5 9972 -41 2410.8730372816426 2413.757345569451 100 GTEX 1 50 100 1.0 0.0015 5 9972 -42 2408.5024537331983 2415.069200406963 100 GTEX 1 50 100 1.0 0.0015 5 9972 -43 2408.740629843098 2415.119039441243 100 GTEX 1 50 100 1.0 0.0015 5 9972 -44 2407.028499130615 2409.7108084675024 100 GTEX 1 50 100 1.0 0.0015 5 9972 -45 2405.475199185947 2407.008868895556 100 GTEX 1 50 100 1.0 0.0015 5 9972 -46 2404.1890275874007 2409.1675927920032 100 GTEX 1 50 100 1.0 0.0015 5 9972 -47 2402.8075897484355 2406.6033364647697 100 GTEX 1 50 100 1.0 0.0015 5 9972 -48 2401.704628784528 2404.4910744786716 100 GTEX 1 50 100 1.0 0.0015 5 9972 -49 2401.2353187078306 2402.9194140996315 100 GTEX 1 50 100 1.0 0.0015 5 9972 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 5c5a34b92..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5088.571370915499 5878.493187269783 150 GTEX 1 100 100 0.5 0.0015 5 6749 -1 4270.750410606003 4236.490352732147 150 GTEX 1 100 100 0.5 0.0015 5 6749 -2 3674.1984096328447 3438.491038739455 150 GTEX 1 100 100 0.5 0.0015 5 6749 -3 3265.702177398092 2991.247921091522 150 GTEX 1 100 100 0.5 0.0015 5 6749 -4 2977.3949141074754 2912.921328236395 150 GTEX 1 100 100 0.5 0.0015 5 6749 -5 2824.9080765030008 2779.9290627599216 150 GTEX 1 100 100 0.5 0.0015 5 6749 -6 2745.067537569856 2673.750135530537 150 GTEX 1 100 100 0.5 0.0015 5 6749 -7 2683.773454855724 2659.3159527796756 150 GTEX 1 100 100 0.5 0.0015 5 6749 -8 2645.911457026711 2663.024783986603 150 GTEX 1 100 100 0.5 0.0015 5 6749 -9 2620.263134157014 2614.3140483899715 150 GTEX 1 100 100 0.5 0.0015 5 6749 -10 2598.535010131823 2586.7525175261408 150 GTEX 1 100 100 0.5 0.0015 5 6749 -11 2573.4119261986125 2564.933666620871 150 GTEX 1 100 100 0.5 0.0015 5 6749 -12 2562.990297299171 2527.3034073862286 150 GTEX 1 100 100 0.5 0.0015 5 6749 -13 2548.8276721780676 2522.7093524425204 150 GTEX 1 100 100 0.5 0.0015 5 6749 -14 2541.529995333296 2517.224041260694 150 GTEX 1 100 100 0.5 0.0015 5 6749 -15 2528.232120999467 2516.537434741118 150 GTEX 1 100 100 0.5 0.0015 5 6749 -16 2525.103686036033 2497.0651934373514 150 GTEX 1 100 100 0.5 0.0015 5 6749 -17 2514.144727759091 2492.4994699456392 150 GTEX 1 100 100 0.5 0.0015 5 6749 -18 2507.1596750606136 2483.753907642437 150 GTEX 1 100 100 0.5 0.0015 5 6749 -19 2502.0221069632507 2483.0026948297887 150 GTEX 1 100 100 0.5 0.0015 5 6749 -20 2494.269169616538 2470.8902606456454 150 GTEX 1 100 100 0.5 0.0015 5 6749 -21 2490.0889892191294 2480.1160201736275 150 GTEX 1 100 100 0.5 0.0015 5 6749 -22 2486.31309324083 2480.4492851228315 150 GTEX 1 100 100 0.5 0.0015 5 6749 -23 2484.488626275607 2454.199540867098 150 GTEX 1 100 100 0.5 0.0015 5 6749 -24 2477.974994605026 2462.933602104622 150 GTEX 1 100 100 0.5 0.0015 5 6749 -25 2472.8190489104422 2461.850718683163 150 GTEX 1 100 100 0.5 0.0015 5 6749 -26 2469.7907463662837 2455.952750898586 150 GTEX 1 100 100 0.5 0.0015 5 6749 -27 2467.8216961354656 2464.1487308400665 150 GTEX 1 100 100 0.5 0.0015 5 6749 -28 2464.0234574861606 2454.6079370766993 150 GTEX 1 100 100 0.5 0.0015 5 6749 -29 2460.3090208864924 2446.163985451818 150 GTEX 1 100 100 0.5 0.0015 5 6749 -30 2459.735366880925 2436.566774781666 150 GTEX 1 100 100 0.5 0.0015 5 6749 -31 2456.1617142937307 2451.184365624257 150 GTEX 1 100 100 0.5 0.0015 5 6749 -32 2452.496638895101 2446.8646838982295 150 GTEX 1 100 100 0.5 0.0015 5 6749 -33 2450.8248693188757 2438.0975040102185 150 GTEX 1 100 100 0.5 0.0015 5 6749 -34 2449.0961716006095 2435.2894226770436 150 GTEX 1 100 100 0.5 0.0015 5 6749 -35 2444.476152074517 2433.8461904779588 150 GTEX 1 100 100 0.5 0.0015 5 6749 -36 2443.272092263752 2430.210684540607 150 GTEX 1 100 100 0.5 0.0015 5 6749 -37 2440.8546720887357 2424.4808219648585 150 GTEX 1 100 100 0.5 0.0015 5 6749 -38 2439.6796446135672 2421.960119211175 150 GTEX 1 100 100 0.5 0.0015 5 6749 -39 2436.00225810092 2422.9692248210254 150 GTEX 1 100 100 0.5 0.0015 5 6749 -40 2435.6092381915055 2423.744196322481 150 GTEX 1 100 100 0.5 0.0015 5 6749 -41 2433.7504965336 2423.2875312834185 150 GTEX 1 100 100 0.5 0.0015 5 6749 -42 2431.4752135244057 2421.7285049496495 150 GTEX 1 100 100 0.5 0.0015 5 6749 -43 2430.4689625753854 2416.605592908968 150 GTEX 1 100 100 0.5 0.0015 5 6749 -44 2429.0001518174563 2413.574285586977 150 GTEX 1 100 100 0.5 0.0015 5 6749 -45 2428.4190982646546 2414.4459024291527 150 GTEX 1 100 100 0.5 0.0015 5 6749 -46 2426.452756506772 2412.9855776014438 150 GTEX 1 100 100 0.5 0.0015 5 6749 -47 2425.223191285972 2413.659164370693 150 GTEX 1 100 100 0.5 0.0015 5 6749 -48 2422.017191553967 2410.9363809447777 150 GTEX 1 100 100 0.5 0.0015 5 6749 -49 2421.465286230706 2405.685467970235 150 GTEX 1 100 100 0.5 0.0015 5 6749 -50 2421.3323511833046 2407.4213746509627 150 GTEX 1 100 100 0.5 0.0015 5 6749 -51 2418.8089828483153 2404.4954690099216 150 GTEX 1 100 100 0.5 0.0015 5 6749 -52 2418.327564949091 2404.3689939549668 150 GTEX 1 100 100 0.5 0.0015 5 6749 -53 2416.4580064972815 2403.932283930905 150 GTEX 1 100 100 0.5 0.0015 5 6749 -54 2415.3124635865042 2405.230475712185 150 GTEX 1 100 100 0.5 0.0015 5 6749 -55 2414.877388488054 2404.73356692238 150 GTEX 1 100 100 0.5 0.0015 5 6749 -56 2413.7865908437284 2399.487951242425 150 GTEX 1 100 100 0.5 0.0015 5 6749 -57 2412.15830478364 2398.198164211027 150 GTEX 1 100 100 0.5 0.0015 5 6749 -58 2411.536510022273 2397.359600574798 150 GTEX 1 100 100 0.5 0.0015 5 6749 -59 2410.5215733972286 2398.9812689371433 150 GTEX 1 100 100 0.5 0.0015 5 6749 -60 2409.6290888590383 2397.765213766932 150 GTEX 1 100 100 0.5 0.0015 5 6749 -61 2408.1847452881143 2395.395414983365 150 GTEX 1 100 100 0.5 0.0015 5 6749 -62 2407.9333799109736 2395.6312840682926 150 GTEX 1 100 100 0.5 0.0015 5 6749 -63 2406.5118959434335 2394.539788887981 150 GTEX 1 100 100 0.5 0.0015 5 6749 -64 2405.323753059559 2392.181814447555 150 GTEX 1 100 100 0.5 0.0015 5 6749 -65 2405.3182553438096 2394.7796547313155 150 GTEX 1 100 100 0.5 0.0015 5 6749 -66 2404.692197005676 2393.239049411092 150 GTEX 1 100 100 0.5 0.0015 5 6749 -67 2403.3937413711365 2391.480010638219 150 GTEX 1 100 100 0.5 0.0015 5 6749 -68 2402.482134280593 2393.3791791676567 150 GTEX 1 100 100 0.5 0.0015 5 6749 -69 2401.820499338368 2388.576936787072 150 GTEX 1 100 100 0.5 0.0015 5 6749 -70 2401.022376660373 2390.8477397962215 150 GTEX 1 100 100 0.5 0.0015 5 6749 -71 2400.693164258493 2391.705526025576 150 GTEX 1 100 100 0.5 0.0015 5 6749 -72 2399.825980291531 2389.1592606809204 150 GTEX 1 100 100 0.5 0.0015 5 6749 -73 2398.8630946437297 2388.220516538439 150 GTEX 1 100 100 0.5 0.0015 5 6749 -74 2398.1894862375552 2384.972440422261 150 GTEX 1 100 100 0.5 0.0015 5 6749 -75 2397.820796397189 2386.2835934715126 150 GTEX 1 100 100 0.5 0.0015 5 6749 -76 2397.901677037464 2384.934617655359 150 GTEX 1 100 100 0.5 0.0015 5 6749 -77 2396.591844841786 2384.9925288791437 150 GTEX 1 100 100 0.5 0.0015 5 6749 -78 2396.1461244177967 2383.8663919543133 150 GTEX 1 100 100 0.5 0.0015 5 6749 -79 2395.4400574033484 2381.6994178684945 150 GTEX 1 100 100 0.5 0.0015 5 6749 -80 2394.127194274148 2381.600168670538 150 GTEX 1 100 100 0.5 0.0015 5 6749 -81 2394.232113030791 2381.759987486633 150 GTEX 1 100 100 0.5 0.0015 5 6749 -82 2393.3860438109023 2380.016265985177 150 GTEX 1 100 100 0.5 0.0015 5 6749 -83 2392.9809819430325 2378.4681972025014 150 GTEX 1 100 100 0.5 0.0015 5 6749 -84 2392.0503181384183 2379.6941335699858 150 GTEX 1 100 100 0.5 0.0015 5 6749 -85 2391.292722752596 2378.5111000438155 150 GTEX 1 100 100 0.5 0.0015 5 6749 -86 2391.3504482006165 2377.867183322689 150 GTEX 1 100 100 0.5 0.0015 5 6749 -87 2390.4074484733565 2378.6657000059413 150 GTEX 1 100 100 0.5 0.0015 5 6749 -88 2390.115780371125 2379.0718748143418 150 GTEX 1 100 100 0.5 0.0015 5 6749 -89 2389.4399121104066 2378.325272360682 150 GTEX 1 100 100 0.5 0.0015 5 6749 -90 2388.949792855693 2377.3239100931264 150 GTEX 1 100 100 0.5 0.0015 5 6749 -91 2388.8469968872137 2378.163055768031 150 GTEX 1 100 100 0.5 0.0015 5 6749 -92 2387.660435385748 2376.1300680066242 150 GTEX 1 100 100 0.5 0.0015 5 6749 -93 2387.417990489785 2373.9651403390862 150 GTEX 1 100 100 0.5 0.0015 5 6749 -94 2386.875047451014 2373.4549648734555 150 GTEX 1 100 100 0.5 0.0015 5 6749 -95 2386.4757350729424 2374.7854205809617 150 GTEX 1 100 100 0.5 0.0015 5 6749 -96 2385.7106086696303 2375.847676208264 150 GTEX 1 100 100 0.5 0.0015 5 6749 -97 2385.6050504847844 2374.2777201721424 150 GTEX 1 100 100 0.5 0.0015 5 6749 -98 2384.7102053875883 2375.064361688302 150 GTEX 1 100 100 0.5 0.0015 5 6749 -99 2384.3842097776323 2372.308662211487 150 GTEX 1 100 100 0.5 0.0015 5 6749 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index c0848ac56..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5083.214399103052 5043.873566718156 150 GTEX 1 100 100 0.0 0.0015 5 5174 -1 4254.180415615179 4061.809044899596 150 GTEX 1 100 100 0.0 0.0015 5 5174 -2 3625.0248164419413 3282.6769536819747 150 GTEX 1 100 100 0.0 0.0015 5 5174 -3 3233.5291034089632 2964.8123839635814 150 GTEX 1 100 100 0.0 0.0015 5 5174 -4 2993.729150411256 2980.344101358276 150 GTEX 1 100 100 0.0 0.0015 5 5174 -5 2851.5439453382887 2806.18386527522 150 GTEX 1 100 100 0.0 0.0015 5 5174 -6 2756.1099819345736 2670.669609040815 150 GTEX 1 100 100 0.0 0.0015 5 5174 -7 2690.588500551051 2747.0950069064875 150 GTEX 1 100 100 0.0 0.0015 5 5174 -8 2656.2168330306095 2603.760881895348 150 GTEX 1 100 100 0.0 0.0015 5 5174 -9 2625.946463625497 2632.52071064416 150 GTEX 1 100 100 0.0 0.0015 5 5174 -10 2606.249929390828 2635.9191142615255 150 GTEX 1 100 100 0.0 0.0015 5 5174 -11 2591.8774494522913 2588.704652503416 150 GTEX 1 100 100 0.0 0.0015 5 5174 -12 2578.235223315819 2595.5138528918133 150 GTEX 1 100 100 0.0 0.0015 5 5174 -13 2567.125841636573 2555.07841369861 150 GTEX 1 100 100 0.0 0.0015 5 5174 -14 2554.3588948937345 2555.3441872252256 150 GTEX 1 100 100 0.0 0.0015 5 5174 -15 2540.3548294765287 2554.171389503624 150 GTEX 1 100 100 0.0 0.0015 5 5174 -16 2531.6164231776334 2547.8679844381236 150 GTEX 1 100 100 0.0 0.0015 5 5174 -17 2524.052634057367 2509.933012639615 150 GTEX 1 100 100 0.0 0.0015 5 5174 -18 2521.179347580535 2507.986022253 150 GTEX 1 100 100 0.0 0.0015 5 5174 -19 2508.4852821396034 2502.8192449649478 150 GTEX 1 100 100 0.0 0.0015 5 5174 -20 2500.5971480341664 2500.284786325897 150 GTEX 1 100 100 0.0 0.0015 5 5174 -21 2495.9485410773113 2492.2627816435956 150 GTEX 1 100 100 0.0 0.0015 5 5174 -22 2489.9688272626295 2504.850290276705 150 GTEX 1 100 100 0.0 0.0015 5 5174 -23 2484.412188210734 2492.8226174474216 150 GTEX 1 100 100 0.0 0.0015 5 5174 -24 2482.839703253737 2488.7966127576938 150 GTEX 1 100 100 0.0 0.0015 5 5174 -25 2475.9714642237923 2479.8697328748813 150 GTEX 1 100 100 0.0 0.0015 5 5174 -26 2472.9182968067116 2474.3610691317135 150 GTEX 1 100 100 0.0 0.0015 5 5174 -27 2468.411565648272 2467.8162131653994 150 GTEX 1 100 100 0.0 0.0015 5 5174 -28 2465.8147643417597 2483.9894281539628 150 GTEX 1 100 100 0.0 0.0015 5 5174 -29 2460.969845447921 2462.903507363207 150 GTEX 1 100 100 0.0 0.0015 5 5174 -30 2458.461928994096 2464.347557851117 150 GTEX 1 100 100 0.0 0.0015 5 5174 -31 2453.8711553589524 2457.323708189758 150 GTEX 1 100 100 0.0 0.0015 5 5174 -32 2452.6202877790533 2460.104197454996 150 GTEX 1 100 100 0.0 0.0015 5 5174 -33 2451.7624808287587 2454.614857488712 150 GTEX 1 100 100 0.0 0.0015 5 5174 -34 2447.8518629113382 2454.6571314126368 150 GTEX 1 100 100 0.0 0.0015 5 5174 -35 2446.49634642665 2446.9497409138844 150 GTEX 1 100 100 0.0 0.0015 5 5174 -36 2443.128441565314 2452.0850755814818 150 GTEX 1 100 100 0.0 0.0015 5 5174 -37 2440.457262109499 2443.8540846675974 150 GTEX 1 100 100 0.0 0.0015 5 5174 -38 2439.001514099966 2440.0722976510515 150 GTEX 1 100 100 0.0 0.0015 5 5174 -39 2438.3510214037083 2443.943926561015 150 GTEX 1 100 100 0.0 0.0015 5 5174 -40 2434.8620266606617 2443.4227197451282 150 GTEX 1 100 100 0.0 0.0015 5 5174 -41 2432.3282331315772 2440.0181629485505 150 GTEX 1 100 100 0.0 0.0015 5 5174 -42 2431.496112343577 2433.971779942966 150 GTEX 1 100 100 0.0 0.0015 5 5174 -43 2429.92194344293 2430.3788732956573 150 GTEX 1 100 100 0.0 0.0015 5 5174 -44 2429.344565951133 2431.432057891962 150 GTEX 1 100 100 0.0 0.0015 5 5174 -45 2426.1757718113745 2431.9223210439936 150 GTEX 1 100 100 0.0 0.0015 5 5174 -46 2424.5158181565735 2431.0952222700807 150 GTEX 1 100 100 0.0 0.0015 5 5174 -47 2423.5533994628545 2430.3219439720474 150 GTEX 1 100 100 0.0 0.0015 5 5174 -48 2422.4055650807163 2431.8575727223442 150 GTEX 1 100 100 0.0 0.0015 5 5174 -49 2420.545319251454 2421.395946430163 150 GTEX 1 100 100 0.0 0.0015 5 5174 -50 2419.5723323658826 2421.7404506668845 150 GTEX 1 100 100 0.0 0.0015 5 5174 -51 2417.093987512956 2426.1045047194334 150 GTEX 1 100 100 0.0 0.0015 5 5174 -52 2417.5890789118616 2419.7225211836085 150 GTEX 1 100 100 0.0 0.0015 5 5174 -53 2415.7894730802145 2421.538064586799 150 GTEX 1 100 100 0.0 0.0015 5 5174 -54 2414.20936256474 2418.0677903324026 150 GTEX 1 100 100 0.0 0.0015 5 5174 -55 2414.687924583421 2414.6720940767586 150 GTEX 1 100 100 0.0 0.0015 5 5174 -56 2413.324618499005 2415.5408926263963 150 GTEX 1 100 100 0.0 0.0015 5 5174 -57 2411.4424323266016 2420.7906211011764 150 GTEX 1 100 100 0.0 0.0015 5 5174 -58 2410.4868802588103 2417.489197937708 150 GTEX 1 100 100 0.0 0.0015 5 5174 -59 2409.738455245648 2413.1151893528695 150 GTEX 1 100 100 0.0 0.0015 5 5174 -60 2408.5877562406336 2414.5589418592563 150 GTEX 1 100 100 0.0 0.0015 5 5174 -61 2407.6094845499497 2413.1651783062025 150 GTEX 1 100 100 0.0 0.0015 5 5174 -62 2406.0571333418884 2410.725328800796 150 GTEX 1 100 100 0.0 0.0015 5 5174 -63 2404.911356528558 2408.9658839004574 150 GTEX 1 100 100 0.0 0.0015 5 5174 -64 2405.2050041633106 2412.5965687566836 150 GTEX 1 100 100 0.0 0.0015 5 5174 -65 2403.5476872375752 2408.6248352282855 150 GTEX 1 100 100 0.0 0.0015 5 5174 -66 2402.612340043663 2408.460859523527 150 GTEX 1 100 100 0.0 0.0015 5 5174 -67 2401.8180265473984 2409.1237444859494 150 GTEX 1 100 100 0.0 0.0015 5 5174 -68 2401.593009067889 2405.704748581571 150 GTEX 1 100 100 0.0 0.0015 5 5174 -69 2400.9085166369446 2406.737608702917 150 GTEX 1 100 100 0.0 0.0015 5 5174 -70 2399.8153842479965 2402.5574640194272 150 GTEX 1 100 100 0.0 0.0015 5 5174 -71 2398.0792653458643 2406.2710350819866 150 GTEX 1 100 100 0.0 0.0015 5 5174 -72 2397.7701818962414 2403.7838659250237 150 GTEX 1 100 100 0.0 0.0015 5 5174 -73 2397.305431294645 2401.1688761547944 150 GTEX 1 100 100 0.0 0.0015 5 5174 -74 2396.553802022816 2401.948150750802 150 GTEX 1 100 100 0.0 0.0015 5 5174 -75 2395.6719397293723 2401.5474997400784 150 GTEX 1 100 100 0.0 0.0015 5 5174 -76 2394.195279619542 2399.551260712482 150 GTEX 1 100 100 0.0 0.0015 5 5174 -77 2393.9877617645507 2398.140682089918 150 GTEX 1 100 100 0.0 0.0015 5 5174 -78 2393.6558557181775 2399.9917887988654 150 GTEX 1 100 100 0.0 0.0015 5 5174 -79 2392.782711749119 2399.5281694651558 150 GTEX 1 100 100 0.0 0.0015 5 5174 -80 2392.2890605658554 2397.5423551494177 150 GTEX 1 100 100 0.0 0.0015 5 5174 -81 2391.315559429919 2396.559223131535 150 GTEX 1 100 100 0.0 0.0015 5 5174 -82 2390.4871721341237 2396.9811663609494 150 GTEX 1 100 100 0.0 0.0015 5 5174 -83 2389.998128238016 2394.143326327828 150 GTEX 1 100 100 0.0 0.0015 5 5174 -84 2389.48468639728 2394.033329836769 150 GTEX 1 100 100 0.0 0.0015 5 5174 -85 2389.2799607507905 2393.788259063837 150 GTEX 1 100 100 0.0 0.0015 5 5174 -86 2388.409814009561 2394.0013172454255 150 GTEX 1 100 100 0.0 0.0015 5 5174 -87 2387.7438439787966 2394.82951790117 150 GTEX 1 100 100 0.0 0.0015 5 5174 -88 2387.6886858885223 2396.076190440827 150 GTEX 1 100 100 0.0 0.0015 5 5174 -89 2387.1139148757693 2392.4507982377318 150 GTEX 1 100 100 0.0 0.0015 5 5174 -90 2386.4907050684283 2390.6452126158506 150 GTEX 1 100 100 0.0 0.0015 5 5174 -91 2385.3934344352833 2389.4141734308164 150 GTEX 1 100 100 0.0 0.0015 5 5174 -92 2385.2614323418684 2390.3305469121315 150 GTEX 1 100 100 0.0 0.0015 5 5174 -93 2384.4674932702083 2390.202783852929 150 GTEX 1 100 100 0.0 0.0015 5 5174 -94 2383.637486785924 2389.6527113533743 150 GTEX 1 100 100 0.0 0.0015 5 5174 -95 2383.751063005869 2390.1563367952413 150 GTEX 1 100 100 0.0 0.0015 5 5174 -96 2382.948582313274 2389.8440790792833 150 GTEX 1 100 100 0.0 0.0015 5 5174 -97 2381.7820011701833 2387.7232707788735 150 GTEX 1 100 100 0.0 0.0015 5 5174 -98 2382.2964694485613 2387.560812366326 150 GTEX 1 100 100 0.0 0.0015 5 5174 -99 2381.500120097485 2386.350504712007 150 GTEX 1 100 100 0.0 0.0015 5 5174 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index 3a4d0f467..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5090.155973494689 4901.292000542122 150 GTEX 1 100 100 1.0 0.0015 5 39 -1 4252.426315151274 3795.2952333167477 150 GTEX 1 100 100 1.0 0.0015 5 39 -2 3637.747389394781 3207.2364743308876 150 GTEX 1 100 100 1.0 0.0015 5 39 -3 3213.267001492025 3200.7126297751306 150 GTEX 1 100 100 1.0 0.0015 5 39 -4 2992.343852225989 2753.9253147835966 150 GTEX 1 100 100 1.0 0.0015 5 39 -5 2839.0750282539843 2755.2919545917002 150 GTEX 1 100 100 1.0 0.0015 5 39 -6 2762.4367961776766 2733.6267512216314 150 GTEX 1 100 100 1.0 0.0015 5 39 -7 2715.035823143056 2736.1538680043964 150 GTEX 1 100 100 1.0 0.0015 5 39 -8 2661.6434823762806 2591.6212260315174 150 GTEX 1 100 100 1.0 0.0015 5 39 -9 2622.4107764399114 2560.6374335343394 150 GTEX 1 100 100 1.0 0.0015 5 39 -10 2601.467892838693 2554.0646963373338 150 GTEX 1 100 100 1.0 0.0015 5 39 -11 2584.860993337465 2564.142018829462 150 GTEX 1 100 100 1.0 0.0015 5 39 -12 2571.1851327359595 2524.5772951075332 150 GTEX 1 100 100 1.0 0.0015 5 39 -13 2555.434250869179 2526.363739361781 150 GTEX 1 100 100 1.0 0.0015 5 39 -14 2546.228844764833 2508.8391962667833 150 GTEX 1 100 100 1.0 0.0015 5 39 -15 2535.97330197062 2512.0380803677517 150 GTEX 1 100 100 1.0 0.0015 5 39 -16 2526.7179587027636 2509.253506156428 150 GTEX 1 100 100 1.0 0.0015 5 39 -17 2518.947048201359 2485.315428295063 150 GTEX 1 100 100 1.0 0.0015 5 39 -18 2513.3012288884247 2497.1775798144904 150 GTEX 1 100 100 1.0 0.0015 5 39 -19 2507.9077784642127 2494.4888372965183 150 GTEX 1 100 100 1.0 0.0015 5 39 -20 2503.090412440088 2476.842313469136 150 GTEX 1 100 100 1.0 0.0015 5 39 -21 2495.6380922247595 2467.8263853820104 150 GTEX 1 100 100 1.0 0.0015 5 39 -22 2491.400630226832 2458.9854351087215 150 GTEX 1 100 100 1.0 0.0015 5 39 -23 2486.972530659544 2457.823690088076 150 GTEX 1 100 100 1.0 0.0015 5 39 -24 2481.3730505369804 2461.6449694035173 150 GTEX 1 100 100 1.0 0.0015 5 39 -25 2479.248570460836 2456.6204560138426 150 GTEX 1 100 100 1.0 0.0015 5 39 -26 2473.4823454376055 2445.2186367484555 150 GTEX 1 100 100 1.0 0.0015 5 39 -27 2471.8975085948227 2451.182805630644 150 GTEX 1 100 100 1.0 0.0015 5 39 -28 2466.1692133591523 2437.7432661745484 150 GTEX 1 100 100 1.0 0.0015 5 39 -29 2465.058907855082 2447.4239715460135 150 GTEX 1 100 100 1.0 0.0015 5 39 -30 2463.071229078229 2436.537425458205 150 GTEX 1 100 100 1.0 0.0015 5 39 -31 2458.605913448525 2433.562861569481 150 GTEX 1 100 100 1.0 0.0015 5 39 -32 2455.78557791931 2430.635780711591 150 GTEX 1 100 100 1.0 0.0015 5 39 -33 2453.6369572171343 2422.184075997356 150 GTEX 1 100 100 1.0 0.0015 5 39 -34 2451.143501562995 2428.409004240435 150 GTEX 1 100 100 1.0 0.0015 5 39 -35 2450.522668819361 2422.4353004136465 150 GTEX 1 100 100 1.0 0.0015 5 39 -36 2447.7956630392086 2422.019766571857 150 GTEX 1 100 100 1.0 0.0015 5 39 -37 2446.2356500139053 2412.847409324501 150 GTEX 1 100 100 1.0 0.0015 5 39 -38 2443.1411911112286 2410.704337348503 150 GTEX 1 100 100 1.0 0.0015 5 39 -39 2441.3075159156892 2410.3831684997326 150 GTEX 1 100 100 1.0 0.0015 5 39 -40 2438.132110534455 2407.0325867395436 150 GTEX 1 100 100 1.0 0.0015 5 39 -41 2438.3996788340005 2410.552970161003 150 GTEX 1 100 100 1.0 0.0015 5 39 -42 2434.5894314677385 2402.3261157133734 150 GTEX 1 100 100 1.0 0.0015 5 39 -43 2433.407431401307 2404.3239778583948 150 GTEX 1 100 100 1.0 0.0015 5 39 -44 2428.701595168992 2401.260977509357 150 GTEX 1 100 100 1.0 0.0015 5 39 -45 2429.544216170109 2400.4709639748694 150 GTEX 1 100 100 1.0 0.0015 5 39 -46 2427.2070770247556 2399.1002712467325 150 GTEX 1 100 100 1.0 0.0015 5 39 -47 2425.6407096381677 2398.6556809574026 150 GTEX 1 100 100 1.0 0.0015 5 39 -48 2424.851943345965 2395.5743663483245 150 GTEX 1 100 100 1.0 0.0015 5 39 -49 2423.1177340892623 2391.9358977691304 150 GTEX 1 100 100 1.0 0.0015 5 39 -50 2422.2756847439214 2395.1632094002493 150 GTEX 1 100 100 1.0 0.0015 5 39 -51 2420.29354290727 2395.2028177355633 150 GTEX 1 100 100 1.0 0.0015 5 39 -52 2418.7961722607974 2395.480256171281 150 GTEX 1 100 100 1.0 0.0015 5 39 -53 2417.9307172643707 2387.2600274031606 150 GTEX 1 100 100 1.0 0.0015 5 39 -54 2417.1447578028033 2387.8580596111574 150 GTEX 1 100 100 1.0 0.0015 5 39 -55 2415.163500128118 2386.7184404148347 150 GTEX 1 100 100 1.0 0.0015 5 39 -56 2414.3809710396145 2384.435189946976 150 GTEX 1 100 100 1.0 0.0015 5 39 -57 2413.928527167975 2385.0187951149596 150 GTEX 1 100 100 1.0 0.0015 5 39 -58 2411.510277709123 2383.6991324189044 150 GTEX 1 100 100 1.0 0.0015 5 39 -59 2412.225813676579 2384.4435598859313 150 GTEX 1 100 100 1.0 0.0015 5 39 -60 2410.282664994397 2381.802101280299 150 GTEX 1 100 100 1.0 0.0015 5 39 -61 2409.2321499084815 2379.389213068857 150 GTEX 1 100 100 1.0 0.0015 5 39 -62 2407.556557044165 2378.9972963514438 150 GTEX 1 100 100 1.0 0.0015 5 39 -63 2407.0564389581905 2378.309725337155 150 GTEX 1 100 100 1.0 0.0015 5 39 -64 2406.4929080591214 2378.3057536426154 150 GTEX 1 100 100 1.0 0.0015 5 39 -65 2405.904601206205 2377.680532709274 150 GTEX 1 100 100 1.0 0.0015 5 39 -66 2405.132552576755 2378.054842524655 150 GTEX 1 100 100 1.0 0.0015 5 39 -67 2403.644161028936 2375.0908411990554 150 GTEX 1 100 100 1.0 0.0015 5 39 -68 2403.9584892597723 2374.8728389377375 150 GTEX 1 100 100 1.0 0.0015 5 39 -69 2401.7946001622827 2374.7316857399596 150 GTEX 1 100 100 1.0 0.0015 5 39 -70 2401.956678255717 2375.0227166817667 150 GTEX 1 100 100 1.0 0.0015 5 39 -71 2400.6709792589554 2374.4661521766575 150 GTEX 1 100 100 1.0 0.0015 5 39 -72 2399.869560411743 2371.5869488734256 150 GTEX 1 100 100 1.0 0.0015 5 39 -73 2398.5286396010897 2369.27347184678 150 GTEX 1 100 100 1.0 0.0015 5 39 -74 2398.5370561473405 2371.661250241356 150 GTEX 1 100 100 1.0 0.0015 5 39 -75 2397.507663338769 2368.436316428529 150 GTEX 1 100 100 1.0 0.0015 5 39 -76 2397.3834483951655 2368.9877326298124 150 GTEX 1 100 100 1.0 0.0015 5 39 -77 2396.420034674313 2367.8325970435776 150 GTEX 1 100 100 1.0 0.0015 5 39 -78 2396.0747177077283 2368.058452649715 150 GTEX 1 100 100 1.0 0.0015 5 39 -79 2394.7515040424137 2366.530136514526 150 GTEX 1 100 100 1.0 0.0015 5 39 -80 2394.304936359938 2368.1273592524653 150 GTEX 1 100 100 1.0 0.0015 5 39 -81 2393.798371641087 2364.8136501529825 150 GTEX 1 100 100 1.0 0.0015 5 39 -82 2393.540344451037 2363.4244356916884 150 GTEX 1 100 100 1.0 0.0015 5 39 -83 2392.8091843346047 2364.483090244772 150 GTEX 1 100 100 1.0 0.0015 5 39 -84 2392.4443082405496 2365.66303116831 150 GTEX 1 100 100 1.0 0.0015 5 39 -85 2391.550368606698 2362.9704125698076 150 GTEX 1 100 100 1.0 0.0015 5 39 -86 2390.797189930317 2361.4940185546875 150 GTEX 1 100 100 1.0 0.0015 5 39 -87 2390.3844832656778 2364.0804689356582 150 GTEX 1 100 100 1.0 0.0015 5 39 -88 2389.676681426683 2360.772861959363 150 GTEX 1 100 100 1.0 0.0015 5 39 -89 2388.9474689680683 2359.4966502606644 150 GTEX 1 100 100 1.0 0.0015 5 39 -90 2388.81741308831 2359.2296945550142 150 GTEX 1 100 100 1.0 0.0015 5 39 -91 2387.9171169011433 2361.498841956541 150 GTEX 1 100 100 1.0 0.0015 5 39 -92 2387.2413424593324 2359.1038400628267 150 GTEX 1 100 100 1.0 0.0015 5 39 -93 2386.8604269167736 2357.403759858454 150 GTEX 1 100 100 1.0 0.0015 5 39 -94 2385.5839165767848 2357.3391637765862 150 GTEX 1 100 100 1.0 0.0015 5 39 -95 2385.903481439639 2357.898404081511 150 GTEX 1 100 100 1.0 0.0015 5 39 -96 2385.3208587024333 2356.7762052006597 150 GTEX 1 100 100 1.0 0.0015 5 39 -97 2384.792636953942 2356.692298802133 150 GTEX 1 100 100 1.0 0.0015 5 39 -98 2383.4168999674857 2354.7088024298955 150 GTEX 1 100 100 1.0 0.0015 5 39 -99 2383.3633599567906 2354.11472892036 150 GTEX 1 100 100 1.0 0.0015 5 39 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 49d4cc023..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5104.86283644832 5978.907942275131 150 GTEX 1 50 100 0.5 0.0015 5 8438 -1 4249.013204714609 3908.009499205383 150 GTEX 1 50 100 0.5 0.0015 5 8438 -2 3580.95180622285 3418.7804915859674 150 GTEX 1 50 100 0.5 0.0015 5 8438 -3 3165.617611593438 2955.708641835492 150 GTEX 1 50 100 0.5 0.0015 5 8438 -4 2941.69597235277 3004.6714196730927 150 GTEX 1 50 100 0.5 0.0015 5 8438 -5 2801.2765257873566 2860.303479792954 150 GTEX 1 50 100 0.5 0.0015 5 8438 -6 2735.169091946449 2736.356873718958 150 GTEX 1 50 100 0.5 0.0015 5 8438 -7 2679.9461469931325 2680.9933255851947 150 GTEX 1 50 100 0.5 0.0015 5 8438 -8 2648.737196659077 2700.8616831964414 150 GTEX 1 50 100 0.5 0.0015 5 8438 -9 2627.129722845848 2620.301153030686 150 GTEX 1 50 100 0.5 0.0015 5 8438 -10 2609.7526607640357 2644.540535002154 150 GTEX 1 50 100 0.5 0.0015 5 8438 -11 2595.0912459532537 2619.102763244861 150 GTEX 1 50 100 0.5 0.0015 5 8438 -12 2581.790022119393 2621.851546719047 150 GTEX 1 50 100 0.5 0.0015 5 8438 -13 2572.538896163565 2563.8402647301273 150 GTEX 1 50 100 0.5 0.0015 5 8438 -14 2564.4865751023704 2549.36892386897 150 GTEX 1 50 100 0.5 0.0015 5 8438 -15 2547.1253178444285 2558.539993344151 150 GTEX 1 50 100 0.5 0.0015 5 8438 -16 2542.5123781901525 2558.0863826157024 150 GTEX 1 50 100 0.5 0.0015 5 8438 -17 2533.411849322812 2526.3743740995574 150 GTEX 1 50 100 0.5 0.0015 5 8438 -18 2521.793301809699 2519.376326296266 150 GTEX 1 50 100 0.5 0.0015 5 8438 -19 2516.1680421185515 2526.431810270244 150 GTEX 1 50 100 0.5 0.0015 5 8438 -20 2509.8404858860054 2504.5966834006654 150 GTEX 1 50 100 0.5 0.0015 5 8438 -21 2505.4185005623976 2497.2033440767586 150 GTEX 1 50 100 0.5 0.0015 5 8438 -22 2499.534899447175 2493.320763881669 150 GTEX 1 50 100 0.5 0.0015 5 8438 -23 2493.8027692669684 2491.8900589743494 150 GTEX 1 50 100 0.5 0.0015 5 8438 -24 2488.3880424269832 2487.2824351959807 150 GTEX 1 50 100 0.5 0.0015 5 8438 -25 2485.376057229224 2476.7760515684413 150 GTEX 1 50 100 0.5 0.0015 5 8438 -26 2480.4855385040223 2482.775252077516 150 GTEX 1 50 100 0.5 0.0015 5 8438 -27 2479.130853159949 2476.340147765417 150 GTEX 1 50 100 0.5 0.0015 5 8438 -28 2471.4153359150123 2484.3657087318797 150 GTEX 1 50 100 0.5 0.0015 5 8438 -29 2468.031163092436 2473.1470633967297 150 GTEX 1 50 100 0.5 0.0015 5 8438 -30 2468.2410556901605 2470.9999879322127 150 GTEX 1 50 100 0.5 0.0015 5 8438 -31 2462.4359084826733 2464.2325773638013 150 GTEX 1 50 100 0.5 0.0015 5 8438 -32 2461.547122518931 2467.504889774685 150 GTEX 1 50 100 0.5 0.0015 5 8438 -33 2456.1143577690927 2460.5766896295004 150 GTEX 1 50 100 0.5 0.0015 5 8438 -34 2454.23014249849 2454.877849158225 150 GTEX 1 50 100 0.5 0.0015 5 8438 -35 2453.086311795662 2448.112603597315 150 GTEX 1 50 100 0.5 0.0015 5 8438 -36 2450.5649301882113 2449.1792024677698 150 GTEX 1 50 100 0.5 0.0015 5 8438 -37 2446.7202004279256 2450.285728541617 150 GTEX 1 50 100 0.5 0.0015 5 8438 -38 2443.1572586693 2448.2486119723594 150 GTEX 1 50 100 0.5 0.0015 5 8438 -39 2443.4903231393428 2450.537531747564 150 GTEX 1 50 100 0.5 0.0015 5 8438 -40 2440.950856764163 2443.776769833873 150 GTEX 1 50 100 0.5 0.0015 5 8438 -41 2436.2402733415665 2441.06647819258 150 GTEX 1 50 100 0.5 0.0015 5 8438 -42 2435.9616044446334 2444.319330831898 150 GTEX 1 50 100 0.5 0.0015 5 8438 -43 2433.0660293239016 2452.1201148667715 150 GTEX 1 50 100 0.5 0.0015 5 8438 -44 2432.115602894017 2435.245821064416 150 GTEX 1 50 100 0.5 0.0015 5 8438 -45 2430.9439163312773 2438.1065186475166 150 GTEX 1 50 100 0.5 0.0015 5 8438 -46 2427.9751517607215 2430.6382996301686 150 GTEX 1 50 100 0.5 0.0015 5 8438 -47 2425.199998313426 2428.760530769145 150 GTEX 1 50 100 0.5 0.0015 5 8438 -48 2424.6305578031747 2426.2978608454137 150 GTEX 1 50 100 0.5 0.0015 5 8438 -49 2423.083937671855 2429.0877054308758 150 GTEX 1 50 100 0.5 0.0015 5 8438 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index bfa618a8e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5110.12890129859 5307.19030622475 150 GTEX 1 50 100 0.0 0.0015 5 1371 -1 4265.171631349358 4167.504505462066 150 GTEX 1 50 100 0.0 0.0015 5 1371 -2 3611.7898779611496 3484.8976874405894 150 GTEX 1 50 100 0.0 0.0015 5 1371 -3 3178.614681596475 3089.0016407549606 150 GTEX 1 50 100 0.0 0.0015 5 1371 -4 2947.375692733228 2823.758457662488 150 GTEX 1 50 100 0.0 0.0015 5 1371 -5 2809.7867930005214 2689.134327007337 150 GTEX 1 50 100 0.0 0.0015 5 1371 -6 2730.2375582151735 2713.7187578904764 150 GTEX 1 50 100 0.0 0.0015 5 1371 -7 2682.469641331195 2730.473254997921 150 GTEX 1 50 100 0.0 0.0015 5 1371 -8 2650.1804162598946 2606.1108834734437 150 GTEX 1 50 100 0.0 0.0015 5 1371 -9 2613.1497845672384 2620.780310569154 150 GTEX 1 50 100 0.0 0.0015 5 1371 -10 2601.970840475055 2564.669644315886 150 GTEX 1 50 100 0.0 0.0015 5 1371 -11 2587.3444999065423 2537.567638092621 150 GTEX 1 50 100 0.0 0.0015 5 1371 -12 2573.2954766650355 2537.36178205947 150 GTEX 1 50 100 0.0 0.0015 5 1371 -13 2562.033273734172 2532.31450789419 150 GTEX 1 50 100 0.0 0.0015 5 1371 -14 2550.873101830495 2499.8600540451225 150 GTEX 1 50 100 0.0 0.0015 5 1371 -15 2544.328065634655 2499.7614467606345 150 GTEX 1 50 100 0.0 0.0015 5 1371 -16 2533.166842587863 2497.504593185599 150 GTEX 1 50 100 0.0 0.0015 5 1371 -17 2525.369508860342 2477.377718037072 150 GTEX 1 50 100 0.0 0.0015 5 1371 -18 2524.487569484789 2492.4819800083174 150 GTEX 1 50 100 0.0 0.0015 5 1371 -19 2510.694153637925 2469.612259201224 150 GTEX 1 50 100 0.0 0.0015 5 1371 -20 2510.5590604461963 2469.0511404987524 150 GTEX 1 50 100 0.0 0.0015 5 1371 -21 2506.9390887321583 2466.9785188740198 150 GTEX 1 50 100 0.0 0.0015 5 1371 -22 2497.861945864995 2459.150768903725 150 GTEX 1 50 100 0.0 0.0015 5 1371 -23 2493.1753824809616 2452.3701079045863 150 GTEX 1 50 100 0.0 0.0015 5 1371 -24 2488.104301042437 2449.6057138189162 150 GTEX 1 50 100 0.0 0.0015 5 1371 -25 2485.4294821196327 2450.8692371673005 150 GTEX 1 50 100 0.0 0.0015 5 1371 -26 2481.4404559918667 2436.3180019828305 150 GTEX 1 50 100 0.0 0.0015 5 1371 -27 2476.1650935280118 2437.152958743019 150 GTEX 1 50 100 0.0 0.0015 5 1371 -28 2475.204460926566 2437.396288969671 150 GTEX 1 50 100 0.0 0.0015 5 1371 -29 2471.0074954292295 2431.180997319095 150 GTEX 1 50 100 0.0 0.0015 5 1371 -30 2468.910023412949 2429.393151809054 150 GTEX 1 50 100 0.0 0.0015 5 1371 -31 2465.033762376462 2424.3967545077826 150 GTEX 1 50 100 0.0 0.0015 5 1371 -32 2461.877918753136 2424.740825232444 150 GTEX 1 50 100 0.0 0.0015 5 1371 -33 2459.797266522443 2420.407292471186 150 GTEX 1 50 100 0.0 0.0015 5 1371 -34 2457.007279707636 2412.2776765424487 150 GTEX 1 50 100 0.0 0.0015 5 1371 -35 2456.8373019229625 2413.563393480424 150 GTEX 1 50 100 0.0 0.0015 5 1371 -36 2452.5227740884043 2410.058075299281 150 GTEX 1 50 100 0.0 0.0015 5 1371 -37 2448.867726868456 2408.388199838849 150 GTEX 1 50 100 0.0 0.0015 5 1371 -38 2446.5203231403743 2405.9887115130405 150 GTEX 1 50 100 0.0 0.0015 5 1371 -39 2445.7883853946605 2414.270238143863 150 GTEX 1 50 100 0.0 0.0015 5 1371 -40 2443.217391250528 2401.4638393387595 150 GTEX 1 50 100 0.0 0.0015 5 1371 -41 2442.227980460085 2402.1819307160467 150 GTEX 1 50 100 0.0 0.0015 5 1371 -42 2439.3132308487707 2399.3531336331093 150 GTEX 1 50 100 0.0 0.0015 5 1371 -43 2438.5788737460553 2394.074517195669 150 GTEX 1 50 100 0.0 0.0015 5 1371 -44 2436.179351680921 2399.484753278725 150 GTEX 1 50 100 0.0 0.0015 5 1371 -45 2434.6860464258657 2389.2476518870308 150 GTEX 1 50 100 0.0 0.0015 5 1371 -46 2433.0304789210218 2392.2363276608544 150 GTEX 1 50 100 0.0 0.0015 5 1371 -47 2430.533977582284 2387.3294492076107 150 GTEX 1 50 100 0.0 0.0015 5 1371 -48 2428.433017993837 2396.0975624925736 150 GTEX 1 50 100 0.0 0.0015 5 1371 -49 2427.638402796804 2386.6502281740136 150 GTEX 1 50 100 0.0 0.0015 5 1371 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 9f290f22c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5091.27079334382 7469.870844503773 150 GTEX 1 50 100 1.0 0.0015 5 9182 -1 4244.424987915465 3865.305096876485 150 GTEX 1 50 100 1.0 0.0015 5 9182 -2 3580.1309127831796 3564.1674108468987 150 GTEX 1 50 100 1.0 0.0015 5 9182 -3 3163.069332120788 3250.8275991229502 150 GTEX 1 50 100 1.0 0.0015 5 9182 -4 2921.236670803845 2963.379686014734 150 GTEX 1 50 100 1.0 0.0015 5 9182 -5 2793.6210381240016 2831.9127782089176 150 GTEX 1 50 100 1.0 0.0015 5 9182 -6 2727.1717165806635 2728.4710753698314 150 GTEX 1 50 100 1.0 0.0015 5 9182 -7 2670.97178170718 2739.63296056247 150 GTEX 1 50 100 1.0 0.0015 5 9182 -8 2641.286497385862 2642.335982057985 150 GTEX 1 50 100 1.0 0.0015 5 9182 -9 2617.8584702845246 2662.558900550291 150 GTEX 1 50 100 1.0 0.0015 5 9182 -10 2594.6995507265783 2683.8860540933933 150 GTEX 1 50 100 1.0 0.0015 5 9182 -11 2588.0326712352366 2618.5759736847967 150 GTEX 1 50 100 1.0 0.0015 5 9182 -12 2568.421071788433 2583.6786000066836 150 GTEX 1 50 100 1.0 0.0015 5 9182 -13 2560.34734137126 2618.9624557205025 150 GTEX 1 50 100 1.0 0.0015 5 9182 -14 2550.097028349299 2575.0842818923775 150 GTEX 1 50 100 1.0 0.0015 5 9182 -15 2541.7473798787896 2585.9582231760933 150 GTEX 1 50 100 1.0 0.0015 5 9182 -16 2529.5579024351446 2586.623652585106 150 GTEX 1 50 100 1.0 0.0015 5 9182 -17 2523.056942970483 2557.3636878416114 150 GTEX 1 50 100 1.0 0.0015 5 9182 -18 2516.6430383998363 2564.6638666305253 150 GTEX 1 50 100 1.0 0.0015 5 9182 -19 2507.339731982231 2546.335673401111 150 GTEX 1 50 100 1.0 0.0015 5 9182 -20 2504.4714734303207 2537.022656342829 150 GTEX 1 50 100 1.0 0.0015 5 9182 -21 2497.3418637706145 2533.9511825503505 150 GTEX 1 50 100 1.0 0.0015 5 9182 -22 2492.584581819371 2532.281736888813 150 GTEX 1 50 100 1.0 0.0015 5 9182 -23 2489.199925795898 2530.89091369861 150 GTEX 1 50 100 1.0 0.0015 5 9182 -24 2482.903758538088 2516.3254362041052 150 GTEX 1 50 100 1.0 0.0015 5 9182 -25 2480.79221458834 2516.7790480929184 150 GTEX 1 50 100 1.0 0.0015 5 9182 -26 2476.293639898174 2511.9012181967382 150 GTEX 1 50 100 1.0 0.0015 5 9182 -27 2470.643693172253 2520.8235684819097 150 GTEX 1 50 100 1.0 0.0015 5 9182 -28 2470.8110862176673 2504.064832796162 150 GTEX 1 50 100 1.0 0.0015 5 9182 -29 2467.5385410030403 2496.96875 150 GTEX 1 50 100 1.0 0.0015 5 9182 -30 2461.5674274009803 2495.5541402722492 150 GTEX 1 50 100 1.0 0.0015 5 9182 -31 2459.163950371191 2503.0951099468275 150 GTEX 1 50 100 1.0 0.0015 5 9182 -32 2456.901819648392 2495.6237542330086 150 GTEX 1 50 100 1.0 0.0015 5 9182 -33 2455.221659623973 2495.5052429895436 150 GTEX 1 50 100 1.0 0.0015 5 9182 -34 2452.543020971904 2489.330094370099 150 GTEX 1 50 100 1.0 0.0015 5 9182 -35 2448.932341223749 2477.865921310599 150 GTEX 1 50 100 1.0 0.0015 5 9182 -36 2445.953724533247 2482.7407342598917 150 GTEX 1 50 100 1.0 0.0015 5 9182 -37 2443.536599379753 2480.770718534636 150 GTEX 1 50 100 1.0 0.0015 5 9182 -38 2442.9381293190736 2480.4079756936194 150 GTEX 1 50 100 1.0 0.0015 5 9182 -39 2440.147258961227 2481.890045282052 150 GTEX 1 50 100 1.0 0.0015 5 9182 -40 2438.8764447028575 2479.2142180816304 150 GTEX 1 50 100 1.0 0.0015 5 9182 -41 2437.013383197472 2474.9074409978016 150 GTEX 1 50 100 1.0 0.0015 5 9182 -42 2435.1304573823877 2468.468859538379 150 GTEX 1 50 100 1.0 0.0015 5 9182 -43 2431.671279515562 2469.541976406547 150 GTEX 1 50 100 1.0 0.0015 5 9182 -44 2431.663027810008 2474.3392515001187 150 GTEX 1 50 100 1.0 0.0015 5 9182 -45 2428.6790991847915 2464.8170662651496 150 GTEX 1 50 100 1.0 0.0015 5 9182 -46 2427.9131525752287 2459.7950328058164 150 GTEX 1 50 100 1.0 0.0015 5 9182 -47 2426.5822252060198 2458.020389455353 150 GTEX 1 50 100 1.0 0.0015 5 9182 -48 2423.1317002894925 2459.399068738118 150 GTEX 1 50 100 1.0 0.0015 5 9182 -49 2422.893285531938 2452.6593560628567 150 GTEX 1 50 100 1.0 0.0015 5 9182 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index c669982ee..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4391.059478066697 3347.7379452085315 50 GTEX 1 100 100 0.5 0.0015 5 345 -1 3032.332714493025 3017.278778424281 50 GTEX 1 100 100 0.5 0.0015 5 345 -2 2694.7494967097878 2673.8805177637832 50 GTEX 1 100 100 0.5 0.0015 5 345 -3 2606.5395024792124 2598.085627450689 50 GTEX 1 100 100 0.5 0.0015 5 345 -4 2564.659217725677 2564.6262880042477 50 GTEX 1 100 100 0.5 0.0015 5 345 -5 2535.3203773583155 2536.589089977424 50 GTEX 1 100 100 0.5 0.0015 5 345 -6 2514.151265425706 2525.132184510902 50 GTEX 1 100 100 0.5 0.0015 5 345 -7 2497.241486901251 2519.687177418756 50 GTEX 1 100 100 0.5 0.0015 5 345 -8 2483.9568498788144 2508.8935584006654 50 GTEX 1 100 100 0.5 0.0015 5 345 -9 2472.198407311871 2485.465442497921 50 GTEX 1 100 100 0.5 0.0015 5 345 -10 2461.884155337909 2481.382062904735 50 GTEX 1 100 100 0.5 0.0015 5 345 -11 2455.142906465386 2472.222031045776 50 GTEX 1 100 100 0.5 0.0015 5 345 -12 2446.78206600271 2472.309748544439 50 GTEX 1 100 100 0.5 0.0015 5 345 -13 2439.6269877848713 2457.561773612019 50 GTEX 1 100 100 0.5 0.0015 5 345 -14 2433.9493073853996 2449.621941744148 50 GTEX 1 100 100 0.5 0.0015 5 345 -15 2429.697301832187 2446.9953989239248 50 GTEX 1 100 100 0.5 0.0015 5 345 -16 2426.8836871459744 2446.62114527017 50 GTEX 1 100 100 0.5 0.0015 5 345 -17 2423.254069543381 2447.81377918548 50 GTEX 1 100 100 0.5 0.0015 5 345 -18 2418.3806544330387 2440.9430985251306 50 GTEX 1 100 100 0.5 0.0015 5 345 -19 2414.910551795464 2435.5688337318797 50 GTEX 1 100 100 0.5 0.0015 5 345 -20 2411.6913777278146 2429.050730658121 50 GTEX 1 100 100 0.5 0.0015 5 345 -21 2409.59226589217 2426.91945076714 50 GTEX 1 100 100 0.5 0.0015 5 345 -22 2407.2247033486387 2429.5273734553234 50 GTEX 1 100 100 0.5 0.0015 5 345 -23 2404.119609874267 2425.0560558014495 50 GTEX 1 100 100 0.5 0.0015 5 345 -24 2402.2964544395995 2420.663872664419 50 GTEX 1 100 100 0.5 0.0015 5 345 -25 2400.0742922732834 2421.0255117670213 50 GTEX 1 100 100 0.5 0.0015 5 345 -26 2398.0399799550414 2418.135509186371 50 GTEX 1 100 100 0.5 0.0015 5 345 -27 2395.2193957979857 2416.889220031042 50 GTEX 1 100 100 0.5 0.0015 5 345 -28 2393.402075058633 2412.9367216277033 50 GTEX 1 100 100 0.5 0.0015 5 345 -29 2391.994395338949 2411.4727244794144 50 GTEX 1 100 100 0.5 0.0015 5 345 -30 2390.5747621414766 2410.792747816659 50 GTEX 1 100 100 0.5 0.0015 5 345 -31 2389.261665135512 2410.7933939074383 50 GTEX 1 100 100 0.5 0.0015 5 345 -32 2386.926746001324 2408.1025283871495 50 GTEX 1 100 100 0.5 0.0015 5 345 -33 2385.839522243591 2406.907870796697 50 GTEX 1 100 100 0.5 0.0015 5 345 -34 2385.667965500637 2405.8576739061014 50 GTEX 1 100 100 0.5 0.0015 5 345 -35 2383.3462221720433 2405.6531973138963 50 GTEX 1 100 100 0.5 0.0015 5 345 -36 2382.346854044188 2403.59834411389 50 GTEX 1 100 100 0.5 0.0015 5 345 -37 2380.693150538961 2400.560551980602 50 GTEX 1 100 100 0.5 0.0015 5 345 -38 2380.3850005333084 2401.711691272576 50 GTEX 1 100 100 0.5 0.0015 5 345 -39 2378.487158001974 2400.4779683972492 50 GTEX 1 100 100 0.5 0.0015 5 345 -40 2377.7958735257175 2400.7717763226296 50 GTEX 1 100 100 0.5 0.0015 5 345 -41 2376.4312392771026 2398.1456266337927 50 GTEX 1 100 100 0.5 0.0015 5 345 -42 2375.886239133718 2395.5811567995484 50 GTEX 1 100 100 0.5 0.0015 5 345 -43 2375.3751244557575 2398.128699241029 50 GTEX 1 100 100 0.5 0.0015 5 345 -44 2374.041702762103 2395.90493321872 50 GTEX 1 100 100 0.5 0.0015 5 345 -45 2373.19077025168 2393.5698316450807 50 GTEX 1 100 100 0.5 0.0015 5 345 -46 2372.0330977012254 2393.34416633867 50 GTEX 1 100 100 0.5 0.0015 5 345 -47 2371.3988282487853 2390.955489358068 50 GTEX 1 100 100 0.5 0.0015 5 345 -48 2370.4978022186033 2393.037392039716 50 GTEX 1 100 100 0.5 0.0015 5 345 -49 2370.545817461313 2392.564185777091 50 GTEX 1 100 100 0.5 0.0015 5 345 -50 2369.296680992403 2389.2506112798537 50 GTEX 1 100 100 0.5 0.0015 5 345 -51 2368.749789616645 2388.9091945401615 50 GTEX 1 100 100 0.5 0.0015 5 345 -52 2368.059419036604 2389.3206387944097 50 GTEX 1 100 100 0.5 0.0015 5 345 -53 2367.6440840499813 2387.0009069406487 50 GTEX 1 100 100 0.5 0.0015 5 345 -54 2366.5647499775123 2388.104254080769 50 GTEX 1 100 100 0.5 0.0015 5 345 -55 2366.2346986726507 2386.573720257545 50 GTEX 1 100 100 0.5 0.0015 5 345 -56 2365.705593071657 2387.0982582469405 50 GTEX 1 100 100 0.5 0.0015 5 345 -57 2365.297788844638 2385.592186757367 50 GTEX 1 100 100 0.5 0.0015 5 345 -58 2364.7852107928775 2385.9750665584897 50 GTEX 1 100 100 0.5 0.0015 5 345 -59 2365.0196550868313 2384.975328800796 50 GTEX 1 100 100 0.5 0.0015 5 345 -60 2364.417010316882 2384.207322733484 50 GTEX 1 100 100 0.5 0.0015 5 345 -61 2363.928186706949 2385.4572851376843 50 GTEX 1 100 100 0.5 0.0015 5 345 -62 2363.6879594238126 2383.455598896447 50 GTEX 1 100 100 0.5 0.0015 5 345 -63 2362.9286278466484 2384.6507870054065 50 GTEX 1 100 100 0.5 0.0015 5 345 -64 2363.1173154372177 2384.277448182777 50 GTEX 1 100 100 0.5 0.0015 5 345 -65 2363.029622739681 2384.3654283878923 50 GTEX 1 100 100 0.5 0.0015 5 345 -66 2362.5077682983488 2382.1254618249463 50 GTEX 1 100 100 0.5 0.0015 5 345 -67 2362.1507826116376 2381.292576082759 50 GTEX 1 100 100 0.5 0.0015 5 345 -68 2362.3120186043047 2383.4263456511408 50 GTEX 1 100 100 0.5 0.0015 5 345 -69 2362.3155012250613 2382.213917779379 50 GTEX 1 100 100 0.5 0.0015 5 345 -70 2361.966540510581 2383.2223851889257 50 GTEX 1 100 100 0.5 0.0015 5 345 -71 2361.507146535333 2382.2799174377674 50 GTEX 1 100 100 0.5 0.0015 5 345 -72 2360.900710506727 2382.1632474601947 50 GTEX 1 100 100 0.5 0.0015 5 345 -73 2360.5677908912207 2382.1130598525133 50 GTEX 1 100 100 0.5 0.0015 5 345 -74 2361.0870997919583 2380.9431913542658 50 GTEX 1 100 100 0.5 0.0015 5 345 -75 2361.0983330974536 2380.6917153710197 50 GTEX 1 100 100 0.5 0.0015 5 345 -76 2360.820264043231 2382.634931325006 50 GTEX 1 100 100 0.5 0.0015 5 345 -77 2360.2266893025194 2380.0816279074083 50 GTEX 1 100 100 0.5 0.0015 5 345 -78 2360.7050876925687 2382.7214717502375 50 GTEX 1 100 100 0.5 0.0015 5 345 -79 2360.0060802543126 2379.837788048806 50 GTEX 1 100 100 0.5 0.0015 5 345 -80 2359.64196286071 2380.519278290607 50 GTEX 1 100 100 0.5 0.0015 5 345 -81 2359.8730951770376 2379.411097073283 50 GTEX 1 100 100 0.5 0.0015 5 345 -82 2359.3552923818015 2379.3221291661716 50 GTEX 1 100 100 0.5 0.0015 5 345 -83 2359.275696632463 2380.651361153606 50 GTEX 1 100 100 0.5 0.0015 5 345 -84 2359.2464383114125 2378.978954242663 50 GTEX 1 100 100 0.5 0.0015 5 345 -85 2358.9197808371764 2380.3518182442667 50 GTEX 1 100 100 0.5 0.0015 5 345 -86 2358.9192453370097 2381.5582976250594 50 GTEX 1 100 100 0.5 0.0015 5 345 -87 2358.880393220364 2379.5730713818916 50 GTEX 1 100 100 0.5 0.0015 5 345 -88 2358.7053497820552 2378.368408203125 50 GTEX 1 100 100 0.5 0.0015 5 345 -89 2358.516877809925 2379.8052519011408 50 GTEX 1 100 100 0.5 0.0015 5 345 -90 2359.104279405806 2378.9878667679122 50 GTEX 1 100 100 0.5 0.0015 5 345 -91 2359.112514709814 2378.3547985236455 50 GTEX 1 100 100 0.5 0.0015 5 345 -92 2358.3089708824073 2382.7810286025133 50 GTEX 1 100 100 0.5 0.0015 5 345 -93 2358.1529914563416 2380.146745689015 50 GTEX 1 100 100 0.5 0.0015 5 345 -94 2358.4106051262775 2378.6556851347136 50 GTEX 1 100 100 0.5 0.0015 5 345 -95 2357.4676921776386 2379.1164898890506 50 GTEX 1 100 100 0.5 0.0015 5 345 -96 2358.1186885767256 2378.2902971274953 50 GTEX 1 100 100 0.5 0.0015 5 345 -97 2357.8810700936065 2378.5201898727128 50 GTEX 1 100 100 0.5 0.0015 5 345 -98 2357.89531661586 2379.244323962542 50 GTEX 1 100 100 0.5 0.0015 5 345 -99 2357.4844667816083 2379.4924497423062 50 GTEX 1 100 100 0.5 0.0015 5 345 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index f7bbe86ae..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4451.028831597177 3643.611524922766 50 GTEX 1 100 100 0.0 0.0015 5 1 -1 3101.2747665667994 2711.7413501812025 50 GTEX 1 100 100 0.0 0.0015 5 1 -2 2709.3540888796692 2646.404827857652 50 GTEX 1 100 100 0.0 0.0015 5 1 -3 2606.0537979740066 2566.6835292337514 50 GTEX 1 100 100 0.0 0.0015 5 1 -4 2559.383557945115 2544.3061416683995 50 GTEX 1 100 100 0.0 0.0015 5 1 -5 2527.510481103768 2507.527245351117 50 GTEX 1 100 100 0.0 0.0015 5 1 -6 2506.6014713373183 2482.063523905359 50 GTEX 1 100 100 0.0 0.0015 5 1 -7 2491.709115406849 2472.6089684083886 50 GTEX 1 100 100 0.0 0.0015 5 1 -8 2477.3146582474815 2472.726346672261 50 GTEX 1 100 100 0.0 0.0015 5 1 -9 2465.9000321377466 2464.8793564713046 50 GTEX 1 100 100 0.0 0.0015 5 1 -10 2455.9751658155055 2453.873634483424 50 GTEX 1 100 100 0.0 0.0015 5 1 -11 2451.731171463414 2452.653329131268 50 GTEX 1 100 100 0.0 0.0015 5 1 -12 2444.7658640860604 2446.0964299771267 50 GTEX 1 100 100 0.0 0.0015 5 1 -13 2439.741809903398 2436.6842853270555 50 GTEX 1 100 100 0.0 0.0015 5 1 -14 2433.1733071180233 2432.2116866311194 50 GTEX 1 100 100 0.0 0.0015 5 1 -15 2430.532187621722 2427.3072305541527 50 GTEX 1 100 100 0.0 0.0015 5 1 -16 2425.9622381735567 2421.9629556053947 50 GTEX 1 100 100 0.0 0.0015 5 1 -17 2421.568124337749 2418.383860076788 50 GTEX 1 100 100 0.0 0.0015 5 1 -18 2418.3638861214863 2415.511535412458 50 GTEX 1 100 100 0.0 0.0015 5 1 -19 2416.2025486764883 2414.0114927110562 50 GTEX 1 100 100 0.0 0.0015 5 1 -20 2412.643990875789 2406.2661856879754 50 GTEX 1 100 100 0.0 0.0015 5 1 -21 2410.1770451232323 2405.9269829231525 50 GTEX 1 100 100 0.0 0.0015 5 1 -22 2407.533280155532 2405.4377687403457 50 GTEX 1 100 100 0.0 0.0015 5 1 -23 2405.771958833563 2401.5642967079075 50 GTEX 1 100 100 0.0 0.0015 5 1 -24 2402.926406907093 2399.587386098651 50 GTEX 1 100 100 0.0 0.0015 5 1 -25 2401.7564402888815 2397.7222960729564 50 GTEX 1 100 100 0.0 0.0015 5 1 -26 2399.5522323742175 2397.2084701015924 50 GTEX 1 100 100 0.0 0.0015 5 1 -27 2397.76860551682 2396.0996516122564 50 GTEX 1 100 100 0.0 0.0015 5 1 -28 2396.699954550181 2393.3137972871614 50 GTEX 1 100 100 0.0 0.0015 5 1 -29 2394.839370735598 2392.861242722196 50 GTEX 1 100 100 0.0 0.0015 5 1 -30 2393.082847510596 2391.7404023957342 50 GTEX 1 100 100 0.0 0.0015 5 1 -31 2391.914147679728 2390.331846984167 50 GTEX 1 100 100 0.0 0.0015 5 1 -32 2390.8696166566674 2389.166212422766 50 GTEX 1 100 100 0.0 0.0015 5 1 -33 2389.2993320083497 2389.7010720836797 50 GTEX 1 100 100 0.0 0.0015 5 1 -34 2387.6922030659957 2385.4126115806203 50 GTEX 1 100 100 0.0 0.0015 5 1 -35 2387.602345441732 2385.0962475678766 50 GTEX 1 100 100 0.0 0.0015 5 1 -36 2385.9836431196854 2385.6782806744595 50 GTEX 1 100 100 0.0 0.0015 5 1 -37 2384.87902240183 2383.2102073988535 50 GTEX 1 100 100 0.0 0.0015 5 1 -38 2383.986380346904 2381.1704746724986 50 GTEX 1 100 100 0.0 0.0015 5 1 -39 2382.5389625949847 2379.839599609375 50 GTEX 1 100 100 0.0 0.0015 5 1 -40 2382.4175891934647 2383.0662758250655 50 GTEX 1 100 100 0.0 0.0015 5 1 -41 2381.2558341021772 2377.9130734055666 50 GTEX 1 100 100 0.0 0.0015 5 1 -42 2380.0564386229385 2376.8201551546163 50 GTEX 1 100 100 0.0 0.0015 5 1 -43 2379.167456098528 2377.5366572971125 50 GTEX 1 100 100 0.0 0.0015 5 1 -44 2378.4112264766754 2377.2282334244296 50 GTEX 1 100 100 0.0 0.0015 5 1 -45 2377.1479831049633 2375.886472752792 50 GTEX 1 100 100 0.0 0.0015 5 1 -46 2376.93175695735 2373.911665651735 50 GTEX 1 100 100 0.0 0.0015 5 1 -47 2376.438644497828 2372.89545629233 50 GTEX 1 100 100 0.0 0.0015 5 1 -48 2374.794184914332 2373.857130855662 50 GTEX 1 100 100 0.0 0.0015 5 1 -49 2374.542004643391 2371.169954365197 50 GTEX 1 100 100 0.0 0.0015 5 1 -50 2373.6498234048618 2370.8938113600584 50 GTEX 1 100 100 0.0 0.0015 5 1 -51 2372.6630884905708 2370.9317269560956 50 GTEX 1 100 100 0.0 0.0015 5 1 -52 2372.565996340289 2370.254206088106 50 GTEX 1 100 100 0.0 0.0015 5 1 -53 2371.7422331200237 2369.9189476332285 50 GTEX 1 100 100 0.0 0.0015 5 1 -54 2370.7725347186692 2368.9995553484437 50 GTEX 1 100 100 0.0 0.0015 5 1 -55 2370.5197810899044 2370.756827582878 50 GTEX 1 100 100 0.0 0.0015 5 1 -56 2369.878607669652 2365.958180010545 50 GTEX 1 100 100 0.0 0.0015 5 1 -57 2369.5991381657996 2367.249625898586 50 GTEX 1 100 100 0.0 0.0015 5 1 -58 2369.506369989173 2366.257715493554 50 GTEX 1 100 100 0.0 0.0015 5 1 -59 2368.462347053003 2366.537139544469 50 GTEX 1 100 100 0.0 0.0015 5 1 -60 2368.073472273341 2365.531758239514 50 GTEX 1 100 100 0.0 0.0015 5 1 -61 2366.831948055994 2365.2121786255348 50 GTEX 1 100 100 0.0 0.0015 5 1 -62 2367.414148994946 2366.19272303128 50 GTEX 1 100 100 0.0 0.0015 5 1 -63 2366.9459234060173 2364.2359433482357 50 GTEX 1 100 100 0.0 0.0015 5 1 -64 2366.117456191367 2363.7660306633197 50 GTEX 1 100 100 0.0 0.0015 5 1 -65 2366.3163676702625 2365.867167541736 50 GTEX 1 100 100 0.0 0.0015 5 1 -66 2365.5229327140496 2362.7954653895854 50 GTEX 1 100 100 0.0 0.0015 5 1 -67 2365.0139405921554 2363.376366444867 50 GTEX 1 100 100 0.0 0.0015 5 1 -68 2365.260791856333 2363.7206325748575 50 GTEX 1 100 100 0.0 0.0015 5 1 -69 2365.127593455804 2362.881854503327 50 GTEX 1 100 100 0.0 0.0015 5 1 -70 2364.1699183419623 2362.6040633168964 50 GTEX 1 100 100 0.0 0.0015 5 1 -71 2364.227047402944 2361.8973374747507 50 GTEX 1 100 100 0.0 0.0015 5 1 -72 2363.9786805430626 2361.1239171481407 50 GTEX 1 100 100 0.0 0.0015 5 1 -73 2363.655353923704 2361.4964042634565 50 GTEX 1 100 100 0.0 0.0015 5 1 -74 2363.7277216715383 2360.7274323089946 50 GTEX 1 100 100 0.0 0.0015 5 1 -75 2363.7657569602384 2361.8373977022934 50 GTEX 1 100 100 0.0 0.0015 5 1 -76 2364.0393973906894 2360.375196797766 50 GTEX 1 100 100 0.0 0.0015 5 1 -77 2362.5850788945318 2361.6323762030656 50 GTEX 1 100 100 0.0 0.0015 5 1 -78 2363.434156328191 2361.2327778747326 50 GTEX 1 100 100 0.0 0.0015 5 1 -79 2362.5975732107254 2361.25477977216 50 GTEX 1 100 100 0.0 0.0015 5 1 -80 2362.3225745465747 2359.398542861068 50 GTEX 1 100 100 0.0 0.0015 5 1 -81 2362.5502207348964 2360.980271488088 50 GTEX 1 100 100 0.0 0.0015 5 1 -82 2362.497211840307 2359.8362197005704 50 GTEX 1 100 100 0.0 0.0015 5 1 -83 2362.403368769269 2360.116666728553 50 GTEX 1 100 100 0.0 0.0015 5 1 -84 2361.887923283676 2359.4205169097554 50 GTEX 1 100 100 0.0 0.0015 5 1 -85 2361.7697235813384 2359.5429752480395 50 GTEX 1 100 100 0.0 0.0015 5 1 -86 2361.6073916249784 2358.9368469470355 50 GTEX 1 100 100 0.0 0.0015 5 1 -87 2361.7509651381524 2361.2550434069035 50 GTEX 1 100 100 0.0 0.0015 5 1 -88 2361.4050491025155 2359.145242321174 50 GTEX 1 100 100 0.0 0.0015 5 1 -89 2361.4332937254903 2359.744249235088 50 GTEX 1 100 100 0.0 0.0015 5 1 -90 2361.110477642939 2360.9856337630704 50 GTEX 1 100 100 0.0 0.0015 5 1 -91 2361.444351204348 2358.9792861068204 50 GTEX 1 100 100 0.0 0.0015 5 1 -92 2361.1381472576204 2358.171739469463 50 GTEX 1 100 100 0.0 0.0015 5 1 -93 2360.779077362483 2358.794871283121 50 GTEX 1 100 100 0.0 0.0015 5 1 -94 2360.643751119225 2358.794390892348 50 GTEX 1 100 100 0.0 0.0015 5 1 -95 2360.9376882567403 2358.250728244564 50 GTEX 1 100 100 0.0 0.0015 5 1 -96 2360.556811551805 2359.358991151527 50 GTEX 1 100 100 0.0 0.0015 5 1 -97 2360.4420152476614 2358.0423635040397 50 GTEX 1 100 100 0.0 0.0015 5 1 -98 2360.946318642018 2357.8169808623456 50 GTEX 1 100 100 0.0 0.0015 5 1 -99 2360.5129774397246 2358.0540984991385 50 GTEX 1 100 100 0.0 0.0015 5 1 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index 299310f0b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4376.587640939827 3621.1220067245426 50 GTEX 1 100 100 1.0 0.0015 5 5734 -1 3081.5566442354034 2834.54884529839 50 GTEX 1 100 100 1.0 0.0015 5 5734 -2 2716.1522544698855 2708.449157018625 50 GTEX 1 100 100 1.0 0.0015 5 5734 -3 2612.9737423366614 2645.6993255035054 50 GTEX 1 100 100 1.0 0.0015 5 5734 -4 2566.834244427188 2554.1887884683933 50 GTEX 1 100 100 1.0 0.0015 5 5734 -5 2538.5663001815105 2542.6024504106763 50 GTEX 1 100 100 1.0 0.0015 5 5734 -6 2515.91795407629 2517.6165182019367 50 GTEX 1 100 100 1.0 0.0015 5 5734 -7 2497.721137404933 2506.947188576818 50 GTEX 1 100 100 1.0 0.0015 5 5734 -8 2484.179278544467 2488.5573410208235 50 GTEX 1 100 100 1.0 0.0015 5 5734 -9 2472.597302430482 2476.8839222723086 50 GTEX 1 100 100 1.0 0.0015 5 5734 -10 2462.2419790507897 2471.5007653762177 50 GTEX 1 100 100 1.0 0.0015 5 5734 -11 2453.5479564189254 2468.5626619868403 50 GTEX 1 100 100 1.0 0.0015 5 5734 -12 2447.4914280258895 2459.81030969656 50 GTEX 1 100 100 1.0 0.0015 5 5734 -13 2440.5458901335724 2454.272125360177 50 GTEX 1 100 100 1.0 0.0015 5 5734 -14 2435.6268363542436 2448.5049774982176 50 GTEX 1 100 100 1.0 0.0015 5 5734 -15 2431.1726805325407 2442.0894413357 50 GTEX 1 100 100 1.0 0.0015 5 5734 -16 2425.3935198213203 2439.603855379634 50 GTEX 1 100 100 1.0 0.0015 5 5734 -17 2422.446221805845 2436.9550971549725 50 GTEX 1 100 100 1.0 0.0015 5 5734 -18 2418.0947184390925 2431.4863318381654 50 GTEX 1 100 100 1.0 0.0015 5 5734 -19 2414.763839423499 2429.4168116348324 50 GTEX 1 100 100 1.0 0.0015 5 5734 -20 2412.0445704022445 2427.8743734033387 50 GTEX 1 100 100 1.0 0.0015 5 5734 -21 2409.863347397745 2424.2055812589115 50 GTEX 1 100 100 1.0 0.0015 5 5734 -22 2407.5473495101405 2424.1264207499107 50 GTEX 1 100 100 1.0 0.0015 5 5734 -23 2405.1283996330594 2417.7810165347255 50 GTEX 1 100 100 1.0 0.0015 5 5734 -24 2402.819662833725 2417.5744522152745 50 GTEX 1 100 100 1.0 0.0015 5 5734 -25 2400.0641781154272 2416.1255727557627 50 GTEX 1 100 100 1.0 0.0015 5 5734 -26 2397.7613433196398 2414.0401741288915 50 GTEX 1 100 100 1.0 0.0015 5 5734 -27 2396.2962237606207 2411.589725392853 50 GTEX 1 100 100 1.0 0.0015 5 5734 -28 2394.66456821434 2409.1519134869595 50 GTEX 1 100 100 1.0 0.0015 5 5734 -29 2393.321121823464 2410.037325202739 50 GTEX 1 100 100 1.0 0.0015 5 5734 -30 2391.902881467986 2406.3506625215364 50 GTEX 1 100 100 1.0 0.0015 5 5734 -31 2390.921018844448 2404.9641117922706 50 GTEX 1 100 100 1.0 0.0015 5 5734 -32 2389.1154471309055 2402.416035583264 50 GTEX 1 100 100 1.0 0.0015 5 5734 -33 2387.4291412202006 2404.031615746792 50 GTEX 1 100 100 1.0 0.0015 5 5734 -34 2385.975380092938 2401.4672633414034 50 GTEX 1 100 100 1.0 0.0015 5 5734 -35 2384.660857055058 2400.1025358134802 50 GTEX 1 100 100 1.0 0.0015 5 5734 -36 2383.3022444690687 2398.922467714027 50 GTEX 1 100 100 1.0 0.0015 5 5734 -37 2382.183328307996 2397.650995406814 50 GTEX 1 100 100 1.0 0.0015 5 5734 -38 2381.1605334855617 2394.8753824560363 50 GTEX 1 100 100 1.0 0.0015 5 5734 -39 2380.267376845019 2396.019229555311 50 GTEX 1 100 100 1.0 0.0015 5 5734 -40 2379.14797637414 2396.5835754626605 50 GTEX 1 100 100 1.0 0.0015 5 5734 -41 2378.655689588051 2393.0212820074858 50 GTEX 1 100 100 1.0 0.0015 5 5734 -42 2377.1925939179355 2393.161554256773 50 GTEX 1 100 100 1.0 0.0015 5 5734 -43 2376.1893847594356 2393.7937401601116 50 GTEX 1 100 100 1.0 0.0015 5 5734 -44 2374.6911446504964 2388.547179015417 50 GTEX 1 100 100 1.0 0.0015 5 5734 -45 2374.0012653173935 2387.0923139332817 50 GTEX 1 100 100 1.0 0.0015 5 5734 -46 2372.671257002119 2387.742957053529 50 GTEX 1 100 100 1.0 0.0015 5 5734 -47 2372.696485004242 2388.289919312916 50 GTEX 1 100 100 1.0 0.0015 5 5734 -48 2371.6493227450865 2384.768796971542 50 GTEX 1 100 100 1.0 0.0015 5 5734 -49 2370.3699578139854 2384.9528752896267 50 GTEX 1 100 100 1.0 0.0015 5 5734 -50 2369.7487673825444 2384.900185008466 50 GTEX 1 100 100 1.0 0.0015 5 5734 -51 2369.3632671178502 2384.4076554331036 50 GTEX 1 100 100 1.0 0.0015 5 5734 -52 2368.525359781841 2382.2431849490554 50 GTEX 1 100 100 1.0 0.0015 5 5734 -53 2367.527242736075 2382.3080947933995 50 GTEX 1 100 100 1.0 0.0015 5 5734 -54 2366.892557855165 2381.9066579840483 50 GTEX 1 100 100 1.0 0.0015 5 5734 -55 2367.3788559106633 2380.6070324567786 50 GTEX 1 100 100 1.0 0.0015 5 5734 -56 2366.6330376602195 2382.9583484954255 50 GTEX 1 100 100 1.0 0.0015 5 5734 -57 2366.3147300687174 2380.973768343037 50 GTEX 1 100 100 1.0 0.0015 5 5734 -58 2365.390869269568 2380.589370785557 50 GTEX 1 100 100 1.0 0.0015 5 5734 -59 2364.9732474793195 2379.8125510560244 50 GTEX 1 100 100 1.0 0.0015 5 5734 -60 2365.101195399356 2378.4658268105395 50 GTEX 1 100 100 1.0 0.0015 5 5734 -61 2364.466678247465 2378.3445571493285 50 GTEX 1 100 100 1.0 0.0015 5 5734 -62 2364.203125 2378.6380898363236 50 GTEX 1 100 100 1.0 0.0015 5 5734 -63 2363.596364421931 2378.3298929308758 50 GTEX 1 100 100 1.0 0.0015 5 5734 -64 2363.4552147271856 2377.2842279586503 50 GTEX 1 100 100 1.0 0.0015 5 5734 -65 2363.3092844975063 2377.9660180385576 50 GTEX 1 100 100 1.0 0.0015 5 5734 -66 2363.285492507485 2377.711355695253 50 GTEX 1 100 100 1.0 0.0015 5 5734 -67 2363.5105839357893 2376.550705594255 50 GTEX 1 100 100 1.0 0.0015 5 5734 -68 2362.411765123051 2377.6291021194747 50 GTEX 1 100 100 1.0 0.0015 5 5734 -69 2361.9613171081123 2376.757571144249 50 GTEX 1 100 100 1.0 0.0015 5 5734 -70 2362.370991524011 2376.1501005339533 50 GTEX 1 100 100 1.0 0.0015 5 5734 -71 2362.042412335283 2376.5312555697483 50 GTEX 1 100 100 1.0 0.0015 5 5734 -72 2361.9256534933024 2375.8933857384745 50 GTEX 1 100 100 1.0 0.0015 5 5734 -73 2361.168077397349 2376.406189196917 50 GTEX 1 100 100 1.0 0.0015 5 5734 -74 2361.547391597127 2375.406547053232 50 GTEX 1 100 100 1.0 0.0015 5 5734 -75 2360.545347438388 2376.250933861098 50 GTEX 1 100 100 1.0 0.0015 5 5734 -76 2360.6009711933148 2375.620913661478 50 GTEX 1 100 100 1.0 0.0015 5 5734 -77 2360.7130434224227 2375.264245559054 50 GTEX 1 100 100 1.0 0.0015 5 5734 -78 2361.2209733894715 2374.25177071575 50 GTEX 1 100 100 1.0 0.0015 5 5734 -79 2360.7065929986234 2375.349622371079 50 GTEX 1 100 100 1.0 0.0015 5 5734 -80 2360.0409348293333 2374.7774588581274 50 GTEX 1 100 100 1.0 0.0015 5 5734 -81 2360.587304656554 2374.0331154014675 50 GTEX 1 100 100 1.0 0.0015 5 5734 -82 2360.1984113606804 2374.3499816198314 50 GTEX 1 100 100 1.0 0.0015 5 5734 -83 2359.6561246932188 2375.0712338291646 50 GTEX 1 100 100 1.0 0.0015 5 5734 -84 2359.552681431015 2375.940739736811 50 GTEX 1 100 100 1.0 0.0015 5 5734 -85 2360.005818345346 2374.0541787963402 50 GTEX 1 100 100 1.0 0.0015 5 5734 -86 2359.6348668968108 2373.6004383391755 50 GTEX 1 100 100 1.0 0.0015 5 5734 -87 2359.0642711090995 2373.204728623307 50 GTEX 1 100 100 1.0 0.0015 5 5734 -88 2359.0292812471116 2374.1990015298243 50 GTEX 1 100 100 1.0 0.0015 5 5734 -89 2358.499191424405 2374.43612427222 50 GTEX 1 100 100 1.0 0.0015 5 5734 -90 2359.280806642482 2373.762615479444 50 GTEX 1 100 100 1.0 0.0015 5 5734 -91 2359.265611950971 2372.489340894576 50 GTEX 1 100 100 1.0 0.0015 5 5734 -92 2359.060837331941 2373.0509961494477 50 GTEX 1 100 100 1.0 0.0015 5 5734 -93 2358.9373796962063 2372.505421685629 50 GTEX 1 100 100 1.0 0.0015 5 5734 -94 2358.7793692377963 2372.349873473889 50 GTEX 1 100 100 1.0 0.0015 5 5734 -95 2358.2530802155266 2371.9127782089176 50 GTEX 1 100 100 1.0 0.0015 5 5734 -96 2358.3883076111015 2373.3809573097374 50 GTEX 1 100 100 1.0 0.0015 5 5734 -97 2358.569897870976 2371.983622619861 50 GTEX 1 100 100 1.0 0.0015 5 5734 -98 2358.4233389927263 2372.3953216900845 50 GTEX 1 100 100 1.0 0.0015 5 5734 -99 2358.3191469844674 2374.415711609583 50 GTEX 1 100 100 1.0 0.0015 5 5734 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 2fb12568e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4406.89090264001 3475.2460357317905 50 GTEX 1 50 100 0.5 0.0015 5 4940 -1 3060.935382060092 3044.4240889748694 50 GTEX 1 50 100 0.5 0.0015 5 4940 -2 2721.8362935115483 2679.3170936497445 50 GTEX 1 50 100 0.5 0.0015 5 4940 -3 2620.662095758622 2583.4814132864485 50 GTEX 1 50 100 0.5 0.0015 5 4940 -4 2573.3327759730346 2558.041420824174 50 GTEX 1 50 100 0.5 0.0015 5 4940 -5 2538.6351830649805 2526.8839078837927 50 GTEX 1 50 100 0.5 0.0015 5 4940 -6 2517.9808818832853 2512.6908488110444 50 GTEX 1 50 100 0.5 0.0015 5 4940 -7 2501.3949263312693 2494.1526459088345 50 GTEX 1 50 100 0.5 0.0015 5 4940 -8 2486.743169271796 2486.890014184292 50 GTEX 1 50 100 0.5 0.0015 5 4940 -9 2473.87788086969 2471.412714156814 50 GTEX 1 50 100 0.5 0.0015 5 4940 -10 2465.29650617152 2459.8617662785173 50 GTEX 1 50 100 0.5 0.0015 5 4940 -11 2456.3941739748107 2455.3247673701876 50 GTEX 1 50 100 0.5 0.0015 5 4940 -12 2447.5196006986853 2455.826399770526 50 GTEX 1 50 100 0.5 0.0015 5 4940 -13 2440.2817402153946 2446.2449593779706 50 GTEX 1 50 100 0.5 0.0015 5 4940 -14 2435.220076823192 2437.7175023764257 50 GTEX 1 50 100 0.5 0.0015 5 4940 -15 2429.9547573406717 2433.0057424102897 50 GTEX 1 50 100 0.5 0.0015 5 4940 -16 2425.4701877657258 2431.407996116029 50 GTEX 1 50 100 0.5 0.0015 5 4940 -17 2422.490208534828 2425.3322619304004 50 GTEX 1 50 100 0.5 0.0015 5 4940 -18 2418.7300464101863 2419.907280403398 50 GTEX 1 50 100 0.5 0.0015 5 4940 -19 2415.3255908837523 2418.7205239647697 50 GTEX 1 50 100 0.5 0.0015 5 4940 -20 2411.974160653454 2419.1169438235206 50 GTEX 1 50 100 0.5 0.0015 5 4940 -21 2409.3691734023037 2413.8470073743465 50 GTEX 1 50 100 0.5 0.0015 5 4940 -22 2405.9340281846644 2411.09107141531 50 GTEX 1 50 100 0.5 0.0015 5 4940 -23 2404.443900832332 2411.4947528331454 50 GTEX 1 50 100 0.5 0.0015 5 4940 -24 2402.0673206877755 2409.416155332848 50 GTEX 1 50 100 0.5 0.0015 5 4940 -25 2399.8985164130995 2403.7599860941955 50 GTEX 1 50 100 0.5 0.0015 5 4940 -26 2398.457558214142 2404.939770136496 50 GTEX 1 50 100 0.5 0.0015 5 4940 -27 2395.8887263405118 2401.406745243435 50 GTEX 1 50 100 0.5 0.0015 5 4940 -28 2394.5659878558413 2400.4355320223385 50 GTEX 1 50 100 0.5 0.0015 5 4940 -29 2392.7467681733256 2397.5204043080143 50 GTEX 1 50 100 0.5 0.0015 5 4940 -30 2391.026799223825 2395.5410304776615 50 GTEX 1 50 100 0.5 0.0015 5 4940 -31 2390.7395984798345 2397.4290822540397 50 GTEX 1 50 100 0.5 0.0015 5 4940 -32 2388.3800747054324 2393.6628534005167 50 GTEX 1 50 100 0.5 0.0015 5 4940 -33 2387.873827083141 2394.087640450481 50 GTEX 1 50 100 0.5 0.0015 5 4940 -34 2386.816553116046 2393.1002206548537 50 GTEX 1 50 100 0.5 0.0015 5 4940 -35 2385.5174866786438 2390.8487316755286 50 GTEX 1 50 100 0.5 0.0015 5 4940 -36 2383.9589538670925 2389.3466903628505 50 GTEX 1 50 100 0.5 0.0015 5 4940 -37 2382.7723135298934 2389.3513067557333 50 GTEX 1 50 100 0.5 0.0015 5 4940 -38 2382.008142310336 2387.295258380614 50 GTEX 1 50 100 0.5 0.0015 5 4940 -39 2380.7286574622703 2387.700032397368 50 GTEX 1 50 100 0.5 0.0015 5 4940 -40 2380.399914954373 2384.427892648675 50 GTEX 1 50 100 0.5 0.0015 5 4940 -41 2378.787723272494 2384.6793435680547 50 GTEX 1 50 100 0.5 0.0015 5 4940 -42 2377.684898730252 2382.5567380955918 50 GTEX 1 50 100 0.5 0.0015 5 4940 -43 2376.6588883279583 2381.63149571872 50 GTEX 1 50 100 0.5 0.0015 5 4940 -44 2375.949282628349 2381.2119832202056 50 GTEX 1 50 100 0.5 0.0015 5 4940 -45 2375.0061590900464 2379.780052504159 50 GTEX 1 50 100 0.5 0.0015 5 4940 -46 2374.5436758732635 2382.888955468007 50 GTEX 1 50 100 0.5 0.0015 5 4940 -47 2373.415524352273 2378.589727249436 50 GTEX 1 50 100 0.5 0.0015 5 4940 -48 2372.3719051107632 2376.6812228938925 50 GTEX 1 50 100 0.5 0.0015 5 4940 -49 2372.203894505874 2377.734083516516 50 GTEX 1 50 100 0.5 0.0015 5 4940 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index b929e3f81..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4374.554963927945 3321.6069038884266 50 GTEX 1 50 100 0.0 0.0015 5 8579 -1 3063.2238873459287 2775.4120258287785 50 GTEX 1 50 100 0.0 0.0015 5 8579 -2 2717.3091871971387 2689.6167252109076 50 GTEX 1 50 100 0.0 0.0015 5 8579 -3 2611.718795491081 2615.130317252852 50 GTEX 1 50 100 0.0 0.0015 5 8579 -4 2561.939042699517 2565.4179733914566 50 GTEX 1 50 100 0.0 0.0015 5 8579 -5 2531.2590388766157 2528.2326372385933 50 GTEX 1 50 100 0.0 0.0015 5 8579 -6 2510.0905393199732 2515.2576890372507 50 GTEX 1 50 100 0.0 0.0015 5 8579 -7 2493.898320832398 2504.266895366712 50 GTEX 1 50 100 0.0 0.0015 5 8579 -8 2479.806622005635 2497.878398010486 50 GTEX 1 50 100 0.0 0.0015 5 8579 -9 2471.9824019404164 2470.6846269382722 50 GTEX 1 50 100 0.0 0.0015 5 8579 -10 2460.687932887349 2473.742186107563 50 GTEX 1 50 100 0.0 0.0015 5 8579 -11 2453.227201206122 2466.8250305407855 50 GTEX 1 50 100 0.0 0.0015 5 8579 -12 2444.3549015040735 2453.618956359167 50 GTEX 1 50 100 0.0 0.0015 5 8579 -13 2438.4364015348133 2453.4565610704312 50 GTEX 1 50 100 0.0 0.0015 5 8579 -14 2433.81572512164 2449.7480004604326 50 GTEX 1 50 100 0.0 0.0015 5 8579 -15 2428.217270327808 2441.9193528324026 50 GTEX 1 50 100 0.0 0.0015 5 8579 -16 2424.4574818283245 2435.4600625854027 50 GTEX 1 50 100 0.0 0.0015 5 8579 -17 2420.7743111660075 2430.8973017355333 50 GTEX 1 50 100 0.0 0.0015 5 8579 -18 2417.862235419335 2430.8555337303947 50 GTEX 1 50 100 0.0 0.0015 5 8579 -19 2414.8527722945496 2431.967176546162 50 GTEX 1 50 100 0.0 0.0015 5 8579 -20 2411.103877438982 2424.8880675573314 50 GTEX 1 50 100 0.0 0.0015 5 8579 -21 2409.4223991789736 2419.023951309262 50 GTEX 1 50 100 0.0 0.0015 5 8579 -22 2405.8208230625955 2418.2964544840183 50 GTEX 1 50 100 0.0 0.0015 5 8579 -23 2403.5672417746764 2416.3311368412847 50 GTEX 1 50 100 0.0 0.0015 5 8579 -24 2402.0351474560894 2414.487577141011 50 GTEX 1 50 100 0.0 0.0015 5 8579 -25 2399.138463735253 2412.729571092265 50 GTEX 1 50 100 0.0 0.0015 5 8579 -26 2397.0387491169986 2411.0328471252674 50 GTEX 1 50 100 0.0 0.0015 5 8579 -27 2394.830318268393 2408.1227447161655 50 GTEX 1 50 100 0.0 0.0015 5 8579 -28 2393.7706838454465 2405.0387167114723 50 GTEX 1 50 100 0.0 0.0015 5 8579 -29 2391.5207094793095 2404.389451639734 50 GTEX 1 50 100 0.0 0.0015 5 8579 -30 2390.933945893259 2403.8026884245783 50 GTEX 1 50 100 0.0 0.0015 5 8579 -31 2389.9282680957535 2402.630548397398 50 GTEX 1 50 100 0.0 0.0015 5 8579 -32 2388.180471189601 2399.761243464829 50 GTEX 1 50 100 0.0 0.0015 5 8579 -33 2386.534329493446 2400.2348869526795 50 GTEX 1 50 100 0.0 0.0015 5 8579 -34 2385.674070873041 2401.953837463611 50 GTEX 1 50 100 0.0 0.0015 5 8579 -35 2384.4775466443466 2396.723070267942 50 GTEX 1 50 100 0.0 0.0015 5 8579 -36 2383.184103590515 2395.015079164686 50 GTEX 1 50 100 0.0 0.0015 5 8579 -37 2382.497667756871 2396.3596994378267 50 GTEX 1 50 100 0.0 0.0015 5 8579 -38 2381.9330877777743 2394.650967093928 50 GTEX 1 50 100 0.0 0.0015 5 8579 -39 2381.01205106183 2393.9722645110505 50 GTEX 1 50 100 0.0 0.0015 5 8579 -40 2379.378235669175 2392.5762308215008 50 GTEX 1 50 100 0.0 0.0015 5 8579 -41 2378.3123501166883 2393.4363544884745 50 GTEX 1 50 100 0.0 0.0015 5 8579 -42 2377.8290139328556 2392.4519910921163 50 GTEX 1 50 100 0.0 0.0015 5 8579 -43 2377.3153902567387 2389.2656528487405 50 GTEX 1 50 100 0.0 0.0015 5 8579 -44 2375.370859770081 2389.1604649068736 50 GTEX 1 50 100 0.0 0.0015 5 8579 -45 2375.463499906336 2389.5541472344344 50 GTEX 1 50 100 0.0 0.0015 5 8579 -46 2374.099610329178 2388.410492755614 50 GTEX 1 50 100 0.0 0.0015 5 8579 -47 2373.669808946744 2386.3307585625594 50 GTEX 1 50 100 0.0 0.0015 5 8579 -48 2372.7349562491336 2386.5672236105333 50 GTEX 1 50 100 0.0 0.0015 5 8579 -49 2372.112369262141 2386.822238240405 50 GTEX 1 50 100 0.0 0.0015 5 8579 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index dd71cb26b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0015lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4378.508831381584 3796.0946652952707 50 GTEX 1 50 100 1.0 0.0015 5 8557 -1 3006.9741579714405 2905.1020777016993 50 GTEX 1 50 100 1.0 0.0015 5 8557 -2 2689.6224606486676 2660.2699086004336 50 GTEX 1 50 100 1.0 0.0015 5 8557 -3 2601.9420559936407 2584.329039831125 50 GTEX 1 50 100 1.0 0.0015 5 8557 -4 2562.19463449206 2549.874966581511 50 GTEX 1 50 100 1.0 0.0015 5 8557 -5 2538.3169528134736 2520.697848127822 50 GTEX 1 50 100 1.0 0.0015 5 8557 -6 2519.5065409933436 2493.1409322644367 50 GTEX 1 50 100 1.0 0.0015 5 8557 -7 2502.1655787919963 2481.0224553677517 50 GTEX 1 50 100 1.0 0.0015 5 8557 -8 2486.0864653925314 2477.888990278933 50 GTEX 1 50 100 1.0 0.0015 5 8557 -9 2474.4441989484853 2460.561660360474 50 GTEX 1 50 100 1.0 0.0015 5 8557 -10 2467.6579693771787 2456.8138418451463 50 GTEX 1 50 100 1.0 0.0015 5 8557 -11 2457.489769819257 2445.550407148586 50 GTEX 1 50 100 1.0 0.0015 5 8557 -12 2449.39386479535 2438.75602461086 50 GTEX 1 50 100 1.0 0.0015 5 8557 -13 2443.174512322203 2437.455747887209 50 GTEX 1 50 100 1.0 0.0015 5 8557 -14 2436.4834521035655 2430.757978664152 50 GTEX 1 50 100 1.0 0.0015 5 8557 -15 2434.101332800988 2430.650727130614 50 GTEX 1 50 100 1.0 0.0015 5 8557 -16 2428.8314944861922 2425.2124882107 50 GTEX 1 50 100 1.0 0.0015 5 8557 -17 2425.9947714913897 2418.668224030121 50 GTEX 1 50 100 1.0 0.0015 5 8557 -18 2421.493193590441 2418.2541708130348 50 GTEX 1 50 100 1.0 0.0015 5 8557 -19 2417.602009364767 2412.872648638011 50 GTEX 1 50 100 1.0 0.0015 5 8557 -20 2416.352606473886 2408.864215111098 50 GTEX 1 50 100 1.0 0.0015 5 8557 -21 2412.8739302633076 2410.003560925618 50 GTEX 1 50 100 1.0 0.0015 5 8557 -22 2409.6537349673126 2406.19905026512 50 GTEX 1 50 100 1.0 0.0015 5 8557 -23 2407.1406589377907 2403.5150777722492 50 GTEX 1 50 100 1.0 0.0015 5 8557 -24 2406.0986142962893 2401.0261411485562 50 GTEX 1 50 100 1.0 0.0015 5 8557 -25 2403.3888855077175 2396.463894572095 50 GTEX 1 50 100 1.0 0.0015 5 8557 -26 2400.9752285333675 2396.097442278844 50 GTEX 1 50 100 1.0 0.0015 5 8557 -27 2399.5665800651277 2393.503099564817 50 GTEX 1 50 100 1.0 0.0015 5 8557 -28 2397.937685987344 2395.9698388857532 50 GTEX 1 50 100 1.0 0.0015 5 8557 -29 2396.0237328309854 2392.5064428061132 50 GTEX 1 50 100 1.0 0.0015 5 8557 -30 2395.5133198348954 2387.9891338856046 50 GTEX 1 50 100 1.0 0.0015 5 8557 -31 2393.264520783957 2388.134585536478 50 GTEX 1 50 100 1.0 0.0015 5 8557 -32 2391.4045247688105 2386.4650447250774 50 GTEX 1 50 100 1.0 0.0015 5 8557 -33 2390.1759862177496 2382.548373262239 50 GTEX 1 50 100 1.0 0.0015 5 8557 -34 2388.4126802571186 2382.350176096869 50 GTEX 1 50 100 1.0 0.0015 5 8557 -35 2387.560202751994 2381.3881232548124 50 GTEX 1 50 100 1.0 0.0015 5 8557 -36 2385.857513166625 2379.757936891041 50 GTEX 1 50 100 1.0 0.0015 5 8557 -37 2384.599397366964 2378.8467613771386 50 GTEX 1 50 100 1.0 0.0015 5 8557 -38 2383.0152518132477 2374.949171871287 50 GTEX 1 50 100 1.0 0.0015 5 8557 -39 2381.3869462569814 2375.431257704818 50 GTEX 1 50 100 1.0 0.0015 5 8557 -40 2381.087651306842 2375.206990869326 50 GTEX 1 50 100 1.0 0.0015 5 8557 -41 2379.7630768805457 2375.025089394457 50 GTEX 1 50 100 1.0 0.0015 5 8557 -42 2378.5598753657855 2374.5901765424487 50 GTEX 1 50 100 1.0 0.0015 5 8557 -43 2377.96378608237 2371.18693977617 50 GTEX 1 50 100 1.0 0.0015 5 8557 -44 2376.9747786771236 2371.2858009483425 50 GTEX 1 50 100 1.0 0.0015 5 8557 -45 2376.019190531088 2369.3792585365672 50 GTEX 1 50 100 1.0 0.0015 5 8557 -46 2375.237453642422 2368.2513010003267 50 GTEX 1 50 100 1.0 0.0015 5 8557 -47 2373.9430988586173 2367.9659108209066 50 GTEX 1 50 100 1.0 0.0015 5 8557 -48 2373.210573958182 2367.7005703422055 50 GTEX 1 50 100 1.0 0.0015 5 8557 -49 2373.059606751784 2366.8580053061132 50 GTEX 1 50 100 1.0 0.0015 5 8557 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index cc2868387..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5092.521872132308 4784.213414181321 100 GTEX 1 100 100 0.5 0.001 5 5730 -1 4240.359710819079 3571.8758586694985 100 GTEX 1 100 100 0.5 0.001 5 5730 -2 3568.042350700542 3543.452491905299 100 GTEX 1 100 100 0.5 0.001 5 5730 -3 3154.024841276358 3200.1454131267824 100 GTEX 1 100 100 0.5 0.001 5 5730 -4 2920.0537060634556 2886.046914916528 100 GTEX 1 100 100 0.5 0.001 5 5730 -5 2801.785736570744 2808.8593926375356 100 GTEX 1 100 100 0.5 0.001 5 5730 -6 2722.7784250657714 2668.7118407274834 100 GTEX 1 100 100 0.5 0.001 5 5730 -7 2675.675961718585 2645.2153153220056 100 GTEX 1 100 100 0.5 0.001 5 5730 -8 2637.352171652393 2674.1417547305728 100 GTEX 1 100 100 0.5 0.001 5 5730 -9 2612.4615193680597 2629.9879906948076 100 GTEX 1 100 100 0.5 0.001 5 5730 -10 2590.0967248949064 2591.226051939758 100 GTEX 1 100 100 0.5 0.001 5 5730 -11 2579.3297057892714 2593.5059057895674 100 GTEX 1 100 100 0.5 0.001 5 5730 -12 2560.7961306637944 2585.7479076312975 100 GTEX 1 100 100 0.5 0.001 5 5730 -13 2552.579508351791 2564.7088349200926 100 GTEX 1 100 100 0.5 0.001 5 5730 -14 2539.1707078855748 2569.3543631550024 100 GTEX 1 100 100 0.5 0.001 5 5730 -15 2531.7773665471177 2536.480535586977 100 GTEX 1 100 100 0.5 0.001 5 5730 -16 2520.6958831758097 2559.499251797172 100 GTEX 1 100 100 0.5 0.001 5 5730 -17 2512.6157786690774 2530.2272828540877 100 GTEX 1 100 100 0.5 0.001 5 5730 -18 2506.2721416489103 2523.0678970859076 100 GTEX 1 100 100 0.5 0.001 5 5730 -19 2502.5670734009423 2519.7096908047174 100 GTEX 1 100 100 0.5 0.001 5 5730 -20 2495.6881054904125 2513.314705620247 100 GTEX 1 100 100 0.5 0.001 5 5730 -21 2490.2149888108447 2505.876090742336 100 GTEX 1 100 100 0.5 0.001 5 5730 -22 2483.506476135028 2515.3150063866447 100 GTEX 1 100 100 0.5 0.001 5 5730 -23 2478.8675966360533 2511.2278184781962 100 GTEX 1 100 100 0.5 0.001 5 5730 -24 2475.961754946871 2487.233753044796 100 GTEX 1 100 100 0.5 0.001 5 5730 -25 2470.090428480594 2485.276414530359 100 GTEX 1 100 100 0.5 0.001 5 5730 -26 2469.09106527836 2486.154707179777 100 GTEX 1 100 100 0.5 0.001 5 5730 -27 2462.781830372321 2482.062720933341 100 GTEX 1 100 100 0.5 0.001 5 5730 -28 2460.3799882620633 2481.066862969344 100 GTEX 1 100 100 0.5 0.001 5 5730 -29 2457.0881484851575 2469.4844501915995 100 GTEX 1 100 100 0.5 0.001 5 5730 -30 2452.5581434553496 2480.587442260278 100 GTEX 1 100 100 0.5 0.001 5 5730 -31 2448.803138172814 2468.7189653635933 100 GTEX 1 100 100 0.5 0.001 5 5730 -32 2446.395681859725 2465.75341796875 100 GTEX 1 100 100 0.5 0.001 5 5730 -33 2443.534096106665 2458.2669366756772 100 GTEX 1 100 100 0.5 0.001 5 5730 -34 2440.925567514128 2460.644741972136 100 GTEX 1 100 100 0.5 0.001 5 5730 -35 2438.438157119179 2462.2590712630704 100 GTEX 1 100 100 0.5 0.001 5 5730 -36 2436.3990475549936 2455.6478424652446 100 GTEX 1 100 100 0.5 0.001 5 5730 -37 2434.071466281722 2456.3880712704968 100 GTEX 1 100 100 0.5 0.001 5 5730 -38 2430.180094108771 2456.5562544557984 100 GTEX 1 100 100 0.5 0.001 5 5730 -39 2428.9600382517065 2453.620260144368 100 GTEX 1 100 100 0.5 0.001 5 5730 -40 2426.576645714637 2444.2872699694035 100 GTEX 1 100 100 0.5 0.001 5 5730 -41 2425.4145855442757 2448.848888092621 100 GTEX 1 100 100 0.5 0.001 5 5730 -42 2423.46045894105 2446.3568426211978 100 GTEX 1 100 100 0.5 0.001 5 5730 -43 2421.2918590409863 2447.094248492455 100 GTEX 1 100 100 0.5 0.001 5 5730 -44 2418.810184622612 2439.0808597463165 100 GTEX 1 100 100 0.5 0.001 5 5730 -45 2418.0137226527427 2439.5792510174074 100 GTEX 1 100 100 0.5 0.001 5 5730 -46 2416.2003057134734 2435.8452417641993 100 GTEX 1 100 100 0.5 0.001 5 5730 -47 2414.638588474685 2434.752229755822 100 GTEX 1 100 100 0.5 0.001 5 5730 -48 2413.2211362702346 2436.257357637239 100 GTEX 1 100 100 0.5 0.001 5 5730 -49 2411.7198815003762 2432.0892839903163 100 GTEX 1 100 100 0.5 0.001 5 5730 -50 2410.345086339183 2432.4408557732295 100 GTEX 1 100 100 0.5 0.001 5 5730 -51 2408.7132093462405 2429.991067052341 100 GTEX 1 100 100 0.5 0.001 5 5730 -52 2409.1794501159866 2426.9578954892468 100 GTEX 1 100 100 0.5 0.001 5 5730 -53 2406.6426857923825 2425.884244853553 100 GTEX 1 100 100 0.5 0.001 5 5730 -54 2405.4896624097605 2426.0949911255348 100 GTEX 1 100 100 0.5 0.001 5 5730 -55 2404.216361898775 2423.866346468037 100 GTEX 1 100 100 0.5 0.001 5 5730 -56 2403.17907058524 2421.9572243346006 100 GTEX 1 100 100 0.5 0.001 5 5730 -57 2401.9700683129554 2429.2573205055846 100 GTEX 1 100 100 0.5 0.001 5 5730 -58 2401.0600333725047 2422.615311423182 100 GTEX 1 100 100 0.5 0.001 5 5730 -59 2399.989859950395 2424.426224973265 100 GTEX 1 100 100 0.5 0.001 5 5730 -60 2399.4723419128204 2422.2448786166233 100 GTEX 1 100 100 0.5 0.001 5 5730 -61 2398.3322986519374 2417.9874764213996 100 GTEX 1 100 100 0.5 0.001 5 5730 -62 2397.492389450484 2417.8875356463877 100 GTEX 1 100 100 0.5 0.001 5 5730 -63 2396.1271324073095 2415.940389770972 100 GTEX 1 100 100 0.5 0.001 5 5730 -64 2395.382639303799 2417.4529941109195 100 GTEX 1 100 100 0.5 0.001 5 5730 -65 2394.4253332505345 2413.7578060019605 100 GTEX 1 100 100 0.5 0.001 5 5730 -66 2393.366379517543 2414.302193181143 100 GTEX 1 100 100 0.5 0.001 5 5730 -67 2393.0979474290216 2415.9983717769724 100 GTEX 1 100 100 0.5 0.001 5 5730 -68 2392.1507859125777 2411.541325674311 100 GTEX 1 100 100 0.5 0.001 5 5730 -69 2391.0944434037315 2412.4822473562263 100 GTEX 1 100 100 0.5 0.001 5 5730 -70 2391.083521908133 2411.620024358365 100 GTEX 1 100 100 0.5 0.001 5 5730 -71 2389.5845399902705 2411.079322495841 100 GTEX 1 100 100 0.5 0.001 5 5730 -72 2388.582450211508 2410.63242725909 100 GTEX 1 100 100 0.5 0.001 5 5730 -73 2388.8861230592534 2409.43928788914 100 GTEX 1 100 100 0.5 0.001 5 5730 -74 2387.2323886592903 2412.0676009609674 100 GTEX 1 100 100 0.5 0.001 5 5730 -75 2387.1899449392877 2409.2800153725047 100 GTEX 1 100 100 0.5 0.001 5 5730 -76 2386.604211272339 2407.896818559886 100 GTEX 1 100 100 0.5 0.001 5 5730 -77 2385.355851504321 2407.736296563094 100 GTEX 1 100 100 0.5 0.001 5 5730 -78 2385.010237375761 2406.6611179598385 100 GTEX 1 100 100 0.5 0.001 5 5730 -79 2384.803795756188 2405.580813331749 100 GTEX 1 100 100 0.5 0.001 5 5730 -80 2383.8530165641173 2404.3851387981226 100 GTEX 1 100 100 0.5 0.001 5 5730 -81 2382.7190520618083 2402.346558081333 100 GTEX 1 100 100 0.5 0.001 5 5730 -82 2382.202864560983 2403.5550235414685 100 GTEX 1 100 100 0.5 0.001 5 5730 -83 2381.260395176171 2401.6172042092444 100 GTEX 1 100 100 0.5 0.001 5 5730 -84 2381.3828128352516 2401.8525780507366 100 GTEX 1 100 100 0.5 0.001 5 5730 -85 2380.928991336889 2403.068810524596 100 GTEX 1 100 100 0.5 0.001 5 5730 -86 2379.6317797441525 2401.3759839888307 100 GTEX 1 100 100 0.5 0.001 5 5730 -87 2378.9390086069952 2399.6513467650902 100 GTEX 1 100 100 0.5 0.001 5 5730 -88 2378.0337905376077 2399.9930665919082 100 GTEX 1 100 100 0.5 0.001 5 5730 -89 2377.6835437201266 2397.801466329016 100 GTEX 1 100 100 0.5 0.001 5 5730 -90 2377.265908055614 2398.9276164819985 100 GTEX 1 100 100 0.5 0.001 5 5730 -91 2376.4965167603173 2398.6167512030656 100 GTEX 1 100 100 0.5 0.001 5 5730 -92 2375.8547024677005 2398.7801527596243 100 GTEX 1 100 100 0.5 0.001 5 5730 -93 2375.3240129312267 2395.0993151066423 100 GTEX 1 100 100 0.5 0.001 5 5730 -94 2374.7793673036517 2395.756798805846 100 GTEX 1 100 100 0.5 0.001 5 5730 -95 2374.3647332252413 2396.3346304657794 100 GTEX 1 100 100 0.5 0.001 5 5730 -96 2373.455481974391 2393.821570334779 100 GTEX 1 100 100 0.5 0.001 5 5730 -97 2372.8894258303517 2392.8941720012476 100 GTEX 1 100 100 0.5 0.001 5 5730 -98 2372.7436375668854 2392.579117343453 100 GTEX 1 100 100 0.5 0.001 5 5730 -99 2372.526179988092 2393.804500913439 100 GTEX 1 100 100 0.5 0.001 5 5730 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 7bf53f2f4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5095.779938649965 4945.571677088285 100 GTEX 1 100 100 0.0 0.001 5 872 -1 4238.616029798412 3827.971555296459 100 GTEX 1 100 100 0.0 0.001 5 872 -2 3581.0005190212546 3211.420267199382 100 GTEX 1 100 100 0.0 0.001 5 872 -3 3159.4409123468363 2883.1889769115373 100 GTEX 1 100 100 0.0 0.001 5 872 -4 2923.8970131185547 2929.1043158121433 100 GTEX 1 100 100 0.0 0.001 5 872 -5 2801.788231978311 2865.5208141486455 100 GTEX 1 100 100 0.0 0.001 5 872 -6 2732.67288495873 2761.7503694599573 100 GTEX 1 100 100 0.0 0.001 5 872 -7 2686.729369356424 2703.3622332090663 100 GTEX 1 100 100 0.0 0.001 5 872 -8 2644.604989958953 2631.8531749420745 100 GTEX 1 100 100 0.0 0.001 5 872 -9 2622.212937147625 2607.220824731167 100 GTEX 1 100 100 0.0 0.001 5 872 -10 2603.1977597344726 2597.0962591715183 100 GTEX 1 100 100 0.0 0.001 5 872 -11 2585.4225386179046 2577.578772019071 100 GTEX 1 100 100 0.0 0.001 5 872 -12 2575.9874641383803 2557.95248540726 100 GTEX 1 100 100 0.0 0.001 5 872 -13 2567.6979010559708 2624.22403197778 100 GTEX 1 100 100 0.0 0.001 5 872 -14 2556.776405277254 2563.3256548167183 100 GTEX 1 100 100 0.0 0.001 5 872 -15 2543.409639214467 2552.625440938391 100 GTEX 1 100 100 0.0 0.001 5 872 -16 2538.2356413231487 2562.1772470220412 100 GTEX 1 100 100 0.0 0.001 5 872 -17 2529.6653268116384 2513.7110758154113 100 GTEX 1 100 100 0.0 0.001 5 872 -18 2519.031292628547 2526.869707811015 100 GTEX 1 100 100 0.0 0.001 5 872 -19 2512.032355943879 2507.9212586145436 100 GTEX 1 100 100 0.0 0.001 5 872 -20 2504.093447525574 2514.9593009223504 100 GTEX 1 100 100 0.0 0.001 5 872 -21 2497.5916621295933 2494.7049546622507 100 GTEX 1 100 100 0.0 0.001 5 872 -22 2490.4854473929176 2492.105848421162 100 GTEX 1 100 100 0.0 0.001 5 872 -23 2487.774400961894 2479.872158500178 100 GTEX 1 100 100 0.0 0.001 5 872 -24 2482.0828319084962 2490.453554798895 100 GTEX 1 100 100 0.0 0.001 5 872 -25 2480.583046701701 2471.1967764154588 100 GTEX 1 100 100 0.0 0.001 5 872 -26 2471.163864520959 2476.0909512015805 100 GTEX 1 100 100 0.0 0.001 5 872 -27 2471.437122609707 2462.5706828882485 100 GTEX 1 100 100 0.0 0.001 5 872 -28 2463.7700627529343 2473.32637145764 100 GTEX 1 100 100 0.0 0.001 5 872 -29 2460.9990804045055 2458.083884119534 100 GTEX 1 100 100 0.0 0.001 5 872 -30 2458.3928582922917 2464.6079240806203 100 GTEX 1 100 100 0.0 0.001 5 872 -31 2454.2571436470107 2461.1425363518892 100 GTEX 1 100 100 0.0 0.001 5 872 -32 2450.5892051728206 2456.91825744861 100 GTEX 1 100 100 0.0 0.001 5 872 -33 2449.3236445669413 2453.2834667597435 100 GTEX 1 100 100 0.0 0.001 5 872 -34 2445.991550676445 2440.6458884119534 100 GTEX 1 100 100 0.0 0.001 5 872 -35 2443.3186007046684 2443.764048761288 100 GTEX 1 100 100 0.0 0.001 5 872 -36 2441.8575982431985 2441.193601659042 100 GTEX 1 100 100 0.0 0.001 5 872 -37 2440.0289276339026 2436.6237737271267 100 GTEX 1 100 100 0.0 0.001 5 872 -38 2437.203372879971 2439.9105479889495 100 GTEX 1 100 100 0.0 0.001 5 872 -39 2434.1892517418646 2436.598234575511 100 GTEX 1 100 100 0.0 0.001 5 872 -40 2432.636441703128 2437.8048815128923 100 GTEX 1 100 100 0.0 0.001 5 872 -41 2429.9131501768893 2430.6632242529113 100 GTEX 1 100 100 0.0 0.001 5 872 -42 2428.744771697698 2436.907189430846 100 GTEX 1 100 100 0.0 0.001 5 872 -43 2427.2575579149943 2429.1762862404944 100 GTEX 1 100 100 0.0 0.001 5 872 -44 2425.3546353142 2425.093416743405 100 GTEX 1 100 100 0.0 0.001 5 872 -45 2423.280076747889 2426.677689817015 100 GTEX 1 100 100 0.0 0.001 5 872 -46 2421.2835810052766 2427.6678619964946 100 GTEX 1 100 100 0.0 0.001 5 872 -47 2419.672735075418 2415.5584108766043 100 GTEX 1 100 100 0.0 0.001 5 872 -48 2417.4800532183754 2419.4722802920032 100 GTEX 1 100 100 0.0 0.001 5 872 -49 2415.74313690711 2416.359733320461 100 GTEX 1 100 100 0.0 0.001 5 872 -50 2414.5957179792304 2415.584440166053 100 GTEX 1 100 100 0.0 0.001 5 872 -51 2412.320931297327 2416.270393632664 100 GTEX 1 100 100 0.0 0.001 5 872 -52 2411.4444696255746 2414.4160592546937 100 GTEX 1 100 100 0.0 0.001 5 872 -53 2410.3656362644583 2413.4328121286835 100 GTEX 1 100 100 0.0 0.001 5 872 -54 2408.0339770149353 2409.2029727602185 100 GTEX 1 100 100 0.0 0.001 5 872 -55 2407.1095729274634 2407.62033719255 100 GTEX 1 100 100 0.0 0.001 5 872 -56 2406.327939064233 2411.308250282201 100 GTEX 1 100 100 0.0 0.001 5 872 -57 2404.130587485847 2408.8753573921695 100 GTEX 1 100 100 0.0 0.001 5 872 -58 2403.274680587625 2404.4159887045507 100 GTEX 1 100 100 0.0 0.001 5 872 -59 2401.974871722373 2405.8503557212453 100 GTEX 1 100 100 0.0 0.001 5 872 -60 2400.783812896319 2403.5921561237524 100 GTEX 1 100 100 0.0 0.001 5 872 -61 2400.141618350875 2402.5197122668133 100 GTEX 1 100 100 0.0 0.001 5 872 -62 2400.120310060399 2401.9314531101472 100 GTEX 1 100 100 0.0 0.001 5 872 -63 2397.8390792986906 2399.77554193649 100 GTEX 1 100 100 0.0 0.001 5 872 -64 2397.900235841855 2396.5569785230514 100 GTEX 1 100 100 0.0 0.001 5 872 -65 2396.183766585161 2400.6995130183577 100 GTEX 1 100 100 0.0 0.001 5 872 -66 2395.1068114847544 2398.618981887179 100 GTEX 1 100 100 0.0 0.001 5 872 -67 2394.1412323471914 2395.062655024655 100 GTEX 1 100 100 0.0 0.001 5 872 -68 2392.6778611775194 2397.7046288319866 100 GTEX 1 100 100 0.0 0.001 5 872 -69 2392.3398589136937 2393.491922008674 100 GTEX 1 100 100 0.0 0.001 5 872 -70 2391.73275619834 2393.6406240717088 100 GTEX 1 100 100 0.0 0.001 5 872 -71 2391.489159145337 2392.9690433400665 100 GTEX 1 100 100 0.0 0.001 5 872 -72 2389.6888085390783 2391.63237898794 100 GTEX 1 100 100 0.0 0.001 5 872 -73 2388.828476137504 2392.1468018506416 100 GTEX 1 100 100 0.0 0.001 5 872 -74 2388.4487022560274 2391.009420300618 100 GTEX 1 100 100 0.0 0.001 5 872 -75 2388.045118564611 2391.7336119445104 100 GTEX 1 100 100 0.0 0.001 5 872 -76 2387.715267327666 2389.7959615613117 100 GTEX 1 100 100 0.0 0.001 5 872 -77 2387.0714791760192 2389.9236786700926 100 GTEX 1 100 100 0.0 0.001 5 872 -78 2385.8285425947124 2388.512119771863 100 GTEX 1 100 100 0.0 0.001 5 872 -79 2385.6883125986155 2387.2129054776615 100 GTEX 1 100 100 0.0 0.001 5 872 -80 2384.226126389077 2389.049117751901 100 GTEX 1 100 100 0.0 0.001 5 872 -81 2384.064306310531 2386.5954794067848 100 GTEX 1 100 100 0.0 0.001 5 872 -82 2384.7330594464242 2387.999331630228 100 GTEX 1 100 100 0.0 0.001 5 872 -83 2383.3558729346432 2385.420218928232 100 GTEX 1 100 100 0.0 0.001 5 872 -84 2382.9903197868252 2384.710590319035 100 GTEX 1 100 100 0.0 0.001 5 872 -85 2381.7953737943317 2383.306341715185 100 GTEX 1 100 100 0.0 0.001 5 872 -86 2381.6314222884425 2383.6217398407794 100 GTEX 1 100 100 0.0 0.001 5 872 -87 2380.887179927437 2384.2990026437737 100 GTEX 1 100 100 0.0 0.001 5 872 -88 2380.727991162352 2382.397861031072 100 GTEX 1 100 100 0.0 0.001 5 872 -89 2380.1004676967937 2381.831133592265 100 GTEX 1 100 100 0.0 0.001 5 872 -90 2379.260427747166 2382.1823851146623 100 GTEX 1 100 100 0.0 0.001 5 872 -91 2379.240489475778 2381.512371338819 100 GTEX 1 100 100 0.0 0.001 5 872 -92 2378.8892960105663 2380.3918466314162 100 GTEX 1 100 100 0.0 0.001 5 872 -93 2377.990631235682 2383.998330932153 100 GTEX 1 100 100 0.0 0.001 5 872 -94 2376.9359946681566 2379.180672417122 100 GTEX 1 100 100 0.0 0.001 5 872 -95 2376.9524163294204 2378.891310079016 100 GTEX 1 100 100 0.0 0.001 5 872 -96 2376.590185526244 2379.2522260426567 100 GTEX 1 100 100 0.0 0.001 5 872 -97 2376.027357366378 2378.9607555548955 100 GTEX 1 100 100 0.0 0.001 5 872 -98 2375.684182787289 2378.489703392348 100 GTEX 1 100 100 0.0 0.001 5 872 -99 2375.110304240429 2377.3848844462927 100 GTEX 1 100 100 0.0 0.001 5 872 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index 9a571ec39..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5093.136555611351 4973.760786745484 100 GTEX 1 100 100 1.0 0.001 5 2265 -1 4254.943650244559 4171.970758822481 100 GTEX 1 100 100 1.0 0.001 5 2265 -2 3597.069749096574 3286.0758311920745 100 GTEX 1 100 100 1.0 0.001 5 2265 -3 3171.2152758121138 3104.7150275516874 100 GTEX 1 100 100 1.0 0.001 5 2265 -4 2942.611207253857 3061.54423401111 100 GTEX 1 100 100 1.0 0.001 5 2265 -5 2804.3753367732565 2788.656048560777 100 GTEX 1 100 100 1.0 0.001 5 2265 -6 2723.6991327192486 2680.1203232681796 100 GTEX 1 100 100 1.0 0.001 5 2265 -7 2684.6573664656257 2650.8997074025665 100 GTEX 1 100 100 1.0 0.001 5 2265 -8 2647.199391894624 2666.8981692238 100 GTEX 1 100 100 1.0 0.001 5 2265 -9 2623.653193871021 2598.1234673909817 100 GTEX 1 100 100 1.0 0.001 5 2265 -10 2608.183765888869 2604.347531858959 100 GTEX 1 100 100 1.0 0.001 5 2265 -11 2586.568269243862 2573.725777165518 100 GTEX 1 100 100 1.0 0.001 5 2265 -12 2572.098683383934 2552.6458670612524 100 GTEX 1 100 100 1.0 0.001 5 2265 -13 2566.3064321242127 2547.683927006595 100 GTEX 1 100 100 1.0 0.001 5 2265 -14 2550.5220768421723 2549.6632326075332 100 GTEX 1 100 100 1.0 0.001 5 2265 -15 2540.21087547843 2540.414449597493 100 GTEX 1 100 100 1.0 0.001 5 2265 -16 2531.7209266605378 2534.450659458175 100 GTEX 1 100 100 1.0 0.001 5 2265 -17 2521.8659579771756 2550.589729570164 100 GTEX 1 100 100 1.0 0.001 5 2265 -18 2516.015035550093 2511.362878371554 100 GTEX 1 100 100 1.0 0.001 5 2265 -19 2508.8158299780653 2515.046740397754 100 GTEX 1 100 100 1.0 0.001 5 2265 -20 2506.5865647044093 2501.6098112969344 100 GTEX 1 100 100 1.0 0.001 5 2265 -21 2497.777037768325 2507.20541509476 100 GTEX 1 100 100 1.0 0.001 5 2265 -22 2494.490633092461 2494.979035468156 100 GTEX 1 100 100 1.0 0.001 5 2265 -23 2488.8912930019656 2489.2453975314875 100 GTEX 1 100 100 1.0 0.001 5 2265 -24 2482.4618216877543 2490.1094353389376 100 GTEX 1 100 100 1.0 0.001 5 2265 -25 2479.6855665001203 2501.700462660409 100 GTEX 1 100 100 1.0 0.001 5 2265 -26 2474.267776207195 2495.1926882203543 100 GTEX 1 100 100 1.0 0.001 5 2265 -27 2469.5872346920964 2479.4257905329137 100 GTEX 1 100 100 1.0 0.001 5 2265 -28 2466.6612993810327 2462.732459006654 100 GTEX 1 100 100 1.0 0.001 5 2265 -29 2462.3674032473823 2470.3422591640924 100 GTEX 1 100 100 1.0 0.001 5 2265 -30 2458.8829778564686 2466.009370172885 100 GTEX 1 100 100 1.0 0.001 5 2265 -31 2455.6139297815766 2474.6882073580086 100 GTEX 1 100 100 1.0 0.001 5 2265 -32 2454.542422908607 2460.535697443857 100 GTEX 1 100 100 1.0 0.001 5 2265 -33 2451.801416036256 2456.853911077115 100 GTEX 1 100 100 1.0 0.001 5 2265 -34 2448.8303124917475 2447.9882534012595 100 GTEX 1 100 100 1.0 0.001 5 2265 -35 2444.755690537071 2445.7597145689756 100 GTEX 1 100 100 1.0 0.001 5 2265 -36 2441.9103926024695 2446.340334816124 100 GTEX 1 100 100 1.0 0.001 5 2265 -37 2440.6930877695218 2445.935955323194 100 GTEX 1 100 100 1.0 0.001 5 2265 -38 2437.430121135218 2442.0389316109195 100 GTEX 1 100 100 1.0 0.001 5 2265 -39 2435.9408955584613 2436.2174578184413 100 GTEX 1 100 100 1.0 0.001 5 2265 -40 2431.7832793045086 2439.9697553395317 100 GTEX 1 100 100 1.0 0.001 5 2265 -41 2430.9191452256855 2436.429440574501 100 GTEX 1 100 100 1.0 0.001 5 2265 -42 2427.801125579315 2430.9788674474216 100 GTEX 1 100 100 1.0 0.001 5 2265 -43 2426.4555927106167 2430.5114012743584 100 GTEX 1 100 100 1.0 0.001 5 2265 -44 2425.0319008009733 2425.384685791944 100 GTEX 1 100 100 1.0 0.001 5 2265 -45 2423.1705929973855 2425.5093590333886 100 GTEX 1 100 100 1.0 0.001 5 2265 -46 2421.034954144784 2432.0312991994415 100 GTEX 1 100 100 1.0 0.001 5 2265 -47 2418.917541407199 2424.513480646982 100 GTEX 1 100 100 1.0 0.001 5 2265 -48 2417.280783458535 2423.9320026586265 100 GTEX 1 100 100 1.0 0.001 5 2265 -49 2416.4963507849225 2421.344083256595 100 GTEX 1 100 100 1.0 0.001 5 2265 -50 2414.405172500941 2419.890532170865 100 GTEX 1 100 100 1.0 0.001 5 2265 -51 2412.8057194306125 2416.8176659413616 100 GTEX 1 100 100 1.0 0.001 5 2265 -52 2412.390813798301 2417.637062217799 100 GTEX 1 100 100 1.0 0.001 5 2265 -53 2410.819862643756 2413.6253378980514 100 GTEX 1 100 100 1.0 0.001 5 2265 -54 2408.819029079013 2415.170888226295 100 GTEX 1 100 100 1.0 0.001 5 2265 -55 2406.4465370714142 2411.5644178499288 100 GTEX 1 100 100 1.0 0.001 5 2265 -56 2405.6786285429403 2412.5640883064993 100 GTEX 1 100 100 1.0 0.001 5 2265 -57 2404.654686179624 2409.1761228612168 100 GTEX 1 100 100 1.0 0.001 5 2265 -58 2403.1929769301423 2408.3249205382604 100 GTEX 1 100 100 1.0 0.001 5 2265 -59 2402.0354062962133 2405.8678577263545 100 GTEX 1 100 100 1.0 0.001 5 2265 -60 2402.0292673728477 2406.1407011198908 100 GTEX 1 100 100 1.0 0.001 5 2265 -61 2399.682377637245 2402.4251212348504 100 GTEX 1 100 100 1.0 0.001 5 2265 -62 2398.7899128273293 2404.3379750995127 100 GTEX 1 100 100 1.0 0.001 5 2265 -63 2397.5980720137222 2402.864281019784 100 GTEX 1 100 100 1.0 0.001 5 2265 -64 2396.7999152689936 2403.433591893417 100 GTEX 1 100 100 1.0 0.001 5 2265 -65 2395.258018215619 2405.3119068218275 100 GTEX 1 100 100 1.0 0.001 5 2265 -66 2395.103632550488 2399.8457625356464 100 GTEX 1 100 100 1.0 0.001 5 2265 -67 2394.7372920253 2399.867341596364 100 GTEX 1 100 100 1.0 0.001 5 2265 -68 2393.4595596411796 2398.647616890447 100 GTEX 1 100 100 1.0 0.001 5 2265 -69 2392.3722589560693 2397.1456869727303 100 GTEX 1 100 100 1.0 0.001 5 2265 -70 2391.7739674814075 2396.73834994356 100 GTEX 1 100 100 1.0 0.001 5 2265 -71 2390.7977422188587 2396.825861825689 100 GTEX 1 100 100 1.0 0.001 5 2265 -72 2390.059118676843 2396.506371791825 100 GTEX 1 100 100 1.0 0.001 5 2265 -73 2389.5872308753846 2394.109052882902 100 GTEX 1 100 100 1.0 0.001 5 2265 -74 2389.39638235532 2395.9734406561906 100 GTEX 1 100 100 1.0 0.001 5 2265 -75 2388.592358421647 2393.7014466492396 100 GTEX 1 100 100 1.0 0.001 5 2265 -76 2387.4821836141746 2393.97907259981 100 GTEX 1 100 100 1.0 0.001 5 2265 -77 2386.714726643992 2392.6605841923124 100 GTEX 1 100 100 1.0 0.001 5 2265 -78 2386.289510834717 2392.137941309708 100 GTEX 1 100 100 1.0 0.001 5 2265 -79 2385.078079637862 2391.612511696471 100 GTEX 1 100 100 1.0 0.001 5 2265 -80 2384.3586373172516 2390.5139652150665 100 GTEX 1 100 100 1.0 0.001 5 2265 -81 2384.239544169054 2389.2286130955918 100 GTEX 1 100 100 1.0 0.001 5 2265 -82 2383.6438768902008 2390.0067848814756 100 GTEX 1 100 100 1.0 0.001 5 2265 -83 2382.8001883702104 2389.1628167330086 100 GTEX 1 100 100 1.0 0.001 5 2265 -84 2382.450846397148 2387.530520362999 100 GTEX 1 100 100 1.0 0.001 5 2265 -85 2381.5590078890405 2387.9164649180134 100 GTEX 1 100 100 1.0 0.001 5 2265 -86 2381.3482243469502 2387.496804821174 100 GTEX 1 100 100 1.0 0.001 5 2265 -87 2380.789097108294 2387.2514815529944 100 GTEX 1 100 100 1.0 0.001 5 2265 -88 2380.23169321826 2386.093529066659 100 GTEX 1 100 100 1.0 0.001 5 2265 -89 2379.505405444158 2384.852240152685 100 GTEX 1 100 100 1.0 0.001 5 2265 -90 2378.9638980822365 2384.858145942253 100 GTEX 1 100 100 1.0 0.001 5 2265 -91 2378.6940540939495 2385.911379737999 100 GTEX 1 100 100 1.0 0.001 5 2265 -92 2378.5778822261705 2384.0126219774834 100 GTEX 1 100 100 1.0 0.001 5 2265 -93 2377.4289395276023 2382.830818901497 100 GTEX 1 100 100 1.0 0.001 5 2265 -94 2376.7475377565656 2381.957098086977 100 GTEX 1 100 100 1.0 0.001 5 2265 -95 2376.5651266973023 2382.4106510292895 100 GTEX 1 100 100 1.0 0.001 5 2265 -96 2376.110690991982 2382.5134890016043 100 GTEX 1 100 100 1.0 0.001 5 2265 -97 2375.496075620618 2380.642511288023 100 GTEX 1 100 100 1.0 0.001 5 2265 -98 2375.1446434819636 2380.1823127079374 100 GTEX 1 100 100 1.0 0.001 5 2265 -99 2374.7489790811173 2379.2228279838996 100 GTEX 1 100 100 1.0 0.001 5 2265 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 3942d80a7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5078.1981108719765 4747.49432628327 100 GTEX 1 50 100 0.5 0.001 5 9005 -1 4263.675378715827 4281.84999461591 100 GTEX 1 50 100 0.5 0.001 5 9005 -2 3655.443125988219 3335.5900229102303 100 GTEX 1 50 100 0.5 0.001 5 9005 -3 3233.8460630822033 3236.2591603790397 100 GTEX 1 50 100 0.5 0.001 5 9005 -4 2988.208749157229 2942.4417673553353 100 GTEX 1 50 100 0.5 0.001 5 9005 -5 2832.3855632920195 2796.3689688911004 100 GTEX 1 50 100 0.5 0.001 5 9005 -6 2735.524622434344 2818.747267110266 100 GTEX 1 50 100 0.5 0.001 5 9005 -7 2687.964613664159 2696.1364671830443 100 GTEX 1 50 100 0.5 0.001 5 9005 -8 2655.1587389088413 2644.544534777507 100 GTEX 1 50 100 0.5 0.001 5 9005 -9 2627.0799840224186 2600.505103745841 100 GTEX 1 50 100 0.5 0.001 5 9005 -10 2609.273608375228 2615.1074385842444 100 GTEX 1 50 100 0.5 0.001 5 9005 -11 2591.0642153025806 2585.5939440128923 100 GTEX 1 50 100 0.5 0.001 5 9005 -12 2571.3395921306824 2611.953367284042 100 GTEX 1 50 100 0.5 0.001 5 9005 -13 2560.1336176457116 2569.366264778398 100 GTEX 1 50 100 0.5 0.001 5 9005 -14 2548.1561088332332 2571.1349345740255 100 GTEX 1 50 100 0.5 0.001 5 9005 -15 2536.3236032794016 2550.7237822674074 100 GTEX 1 50 100 0.5 0.001 5 9005 -16 2527.0377598407213 2539.5103615880466 100 GTEX 1 50 100 0.5 0.001 5 9005 -17 2517.3408050972293 2539.1568088313925 100 GTEX 1 50 100 0.5 0.001 5 9005 -18 2509.3367817154326 2527.9153296176924 100 GTEX 1 50 100 0.5 0.001 5 9005 -19 2504.615959343971 2529.3145691614186 100 GTEX 1 50 100 0.5 0.001 5 9005 -20 2496.0919172561594 2508.9078893625237 100 GTEX 1 50 100 0.5 0.001 5 9005 -21 2493.451056187365 2510.3649642422174 100 GTEX 1 50 100 0.5 0.001 5 9005 -22 2487.404250558684 2509.916596735385 100 GTEX 1 50 100 0.5 0.001 5 9005 -23 2481.3153114725824 2501.81016163409 100 GTEX 1 50 100 0.5 0.001 5 9005 -24 2477.4111550938455 2491.353338321352 100 GTEX 1 50 100 0.5 0.001 5 9005 -25 2472.6853969916883 2493.1956986692016 100 GTEX 1 50 100 0.5 0.001 5 9005 -26 2470.6653232012354 2485.7788020957105 100 GTEX 1 50 100 0.5 0.001 5 9005 -27 2464.883987067329 2481.28958512803 100 GTEX 1 50 100 0.5 0.001 5 9005 -28 2461.1127012645075 2481.856846334363 100 GTEX 1 50 100 0.5 0.001 5 9005 -29 2457.383813664819 2481.993992098384 100 GTEX 1 50 100 0.5 0.001 5 9005 -30 2455.703552265435 2472.6548111484076 100 GTEX 1 50 100 0.5 0.001 5 9005 -31 2452.637126622412 2468.822379804836 100 GTEX 1 50 100 0.5 0.001 5 9005 -32 2449.613866290057 2473.5674459363117 100 GTEX 1 50 100 0.5 0.001 5 9005 -33 2447.477127321799 2467.620040139318 100 GTEX 1 50 100 0.5 0.001 5 9005 -34 2444.5608164173905 2457.068969262417 100 GTEX 1 50 100 0.5 0.001 5 9005 -35 2441.921470686414 2461.946419023289 100 GTEX 1 50 100 0.5 0.001 5 9005 -36 2438.578034868862 2455.0955026140687 100 GTEX 1 50 100 0.5 0.001 5 9005 -37 2437.513590640927 2456.772861959363 100 GTEX 1 50 100 0.5 0.001 5 9005 -38 2433.7979302177137 2452.7303285780063 100 GTEX 1 50 100 0.5 0.001 5 9005 -39 2433.473002487671 2450.9688920285766 100 GTEX 1 50 100 0.5 0.001 5 9005 -40 2430.337509650092 2448.6089841893418 100 GTEX 1 50 100 0.5 0.001 5 9005 -41 2428.3050939540394 2446.810151422885 100 GTEX 1 50 100 0.5 0.001 5 9005 -42 2427.275456979054 2446.3774590437856 100 GTEX 1 50 100 0.5 0.001 5 9005 -43 2423.9386274773556 2445.135656784696 100 GTEX 1 50 100 0.5 0.001 5 9005 -44 2423.9258388875087 2445.565976451105 100 GTEX 1 50 100 0.5 0.001 5 9005 -45 2420.3369700237504 2440.5037679345887 100 GTEX 1 50 100 0.5 0.001 5 9005 -46 2418.296108820855 2438.4657701847673 100 GTEX 1 50 100 0.5 0.001 5 9005 -47 2416.8728458786936 2435.0882972166114 100 GTEX 1 50 100 0.5 0.001 5 9005 -48 2415.7037275763014 2433.8831327605158 100 GTEX 1 50 100 0.5 0.001 5 9005 -49 2413.750494496301 2434.20989224394 100 GTEX 1 50 100 0.5 0.001 5 9005 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index 4f31b9afb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5081.930275634688 5134.431545939282 100 GTEX 1 50 100 0.0 0.001 5 2313 -1 4228.066015913832 3834.9652911864305 100 GTEX 1 50 100 0.0 0.001 5 2313 -2 3598.5561986342773 3232.4387773288972 100 GTEX 1 50 100 0.0 0.001 5 2313 -3 3178.0262058798407 3137.0318663854564 100 GTEX 1 50 100 0.0 0.001 5 2313 -4 2949.407378147859 2868.7024306380704 100 GTEX 1 50 100 0.0 0.001 5 2313 -5 2816.2600450444224 2770.3362011347435 100 GTEX 1 50 100 0.0 0.001 5 2313 -6 2737.0899831115653 2761.8619760723623 100 GTEX 1 50 100 0.0 0.001 5 2313 -7 2686.64308879075 2671.8102776705086 100 GTEX 1 50 100 0.0 0.001 5 2313 -8 2652.6550240617903 2636.4174089903163 100 GTEX 1 50 100 0.0 0.001 5 2313 -9 2629.6183640272625 2614.3917278101235 100 GTEX 1 50 100 0.0 0.001 5 2313 -10 2601.73513411307 2594.5152629663735 100 GTEX 1 50 100 0.0 0.001 5 2313 -11 2586.0738216314317 2548.2630146447245 100 GTEX 1 50 100 0.0 0.001 5 2313 -12 2572.3497362548856 2538.4241400308933 100 GTEX 1 50 100 0.0 0.001 5 2313 -13 2565.3956202249838 2551.462389347671 100 GTEX 1 50 100 0.0 0.001 5 2313 -14 2552.201517854785 2538.0201671295745 100 GTEX 1 50 100 0.0 0.001 5 2313 -15 2540.326582790466 2528.2517841759745 100 GTEX 1 50 100 0.0 0.001 5 2313 -16 2533.365837467073 2499.2305532245127 100 GTEX 1 50 100 0.0 0.001 5 2313 -17 2523.224368535315 2508.338445743227 100 GTEX 1 50 100 0.0 0.001 5 2313 -18 2514.845767235446 2500.06624101414 100 GTEX 1 50 100 0.0 0.001 5 2313 -19 2509.5690546355104 2489.1581335031487 100 GTEX 1 50 100 0.0 0.001 5 2313 -20 2506.638503862306 2496.7282649863355 100 GTEX 1 50 100 0.0 0.001 5 2313 -21 2497.5046634289256 2477.4548386258316 100 GTEX 1 50 100 0.0 0.001 5 2313 -22 2495.1362699252995 2479.3447228493346 100 GTEX 1 50 100 0.0 0.001 5 2313 -23 2488.5851662405016 2464.2961574307865 100 GTEX 1 50 100 0.0 0.001 5 2313 -24 2482.4032123356546 2466.5738251544676 100 GTEX 1 50 100 0.0 0.001 5 2313 -25 2478.959483539037 2461.56063599097 100 GTEX 1 50 100 0.0 0.001 5 2313 -26 2475.13739015606 2456.805549882664 100 GTEX 1 50 100 0.0 0.001 5 2313 -27 2472.388903791831 2467.6542244682746 100 GTEX 1 50 100 0.0 0.001 5 2313 -28 2468.941926019124 2459.0155618761883 100 GTEX 1 50 100 0.0 0.001 5 2313 -29 2465.567078455507 2442.638261570223 100 GTEX 1 50 100 0.0 0.001 5 2313 -30 2460.820978103626 2448.6248876767468 100 GTEX 1 50 100 0.0 0.001 5 2313 -31 2458.655476239008 2437.6938300187144 100 GTEX 1 50 100 0.0 0.001 5 2313 -32 2454.037167502492 2442.3703353359674 100 GTEX 1 50 100 0.0 0.001 5 2313 -33 2453.3221902707264 2433.904631059886 100 GTEX 1 50 100 0.0 0.001 5 2313 -34 2448.1312749839904 2434.1964208798718 100 GTEX 1 50 100 0.0 0.001 5 2313 -35 2445.510135794487 2433.618762810421 100 GTEX 1 50 100 0.0 0.001 5 2313 -36 2443.700807301638 2431.3542972463165 100 GTEX 1 50 100 0.0 0.001 5 2313 -37 2441.580414949834 2426.1513402670507 100 GTEX 1 50 100 0.0 0.001 5 2313 -38 2439.146090170543 2424.3800768253923 100 GTEX 1 50 100 0.0 0.001 5 2313 -39 2437.356962528553 2427.515203555727 100 GTEX 1 50 100 0.0 0.001 5 2313 -40 2435.2205727120772 2420.6015012327707 100 GTEX 1 50 100 0.0 0.001 5 2313 -41 2433.993310928546 2416.5034987300974 100 GTEX 1 50 100 0.0 0.001 5 2313 -42 2431.085499919127 2419.2227212303947 100 GTEX 1 50 100 0.0 0.001 5 2313 -43 2429.2753379904784 2417.491588752079 100 GTEX 1 50 100 0.0 0.001 5 2313 -44 2428.6965665735665 2412.1065632055015 100 GTEX 1 50 100 0.0 0.001 5 2313 -45 2425.4984514722605 2411.5879630317254 100 GTEX 1 50 100 0.0 0.001 5 2313 -46 2425.0638817786867 2409.0502177771505 100 GTEX 1 50 100 0.0 0.001 5 2313 -47 2423.949198505953 2409.2475437410885 100 GTEX 1 50 100 0.0 0.001 5 2313 -48 2421.5744863840346 2408.7071946292776 100 GTEX 1 50 100 0.0 0.001 5 2313 -49 2420.544036088353 2403.3413392273646 100 GTEX 1 50 100 0.0 0.001 5 2313 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index 2dfe12dd4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5076.241011282201 5034.896274581155 100 GTEX 1 50 100 1.0 0.001 5 726 -1 4262.10798502054 3908.381578800796 100 GTEX 1 50 100 1.0 0.001 5 726 -2 3644.623987488199 3334.5139512906962 100 GTEX 1 50 100 1.0 0.001 5 726 -3 3212.9916430254025 2983.6756522175024 100 GTEX 1 50 100 1.0 0.001 5 726 -4 2983.0220141243103 3012.9213820772934 100 GTEX 1 50 100 1.0 0.001 5 726 -5 2835.098926879844 2885.3563032839234 100 GTEX 1 50 100 1.0 0.001 5 726 -6 2753.855455520451 2700.7639308682865 100 GTEX 1 50 100 1.0 0.001 5 726 -7 2707.1041541763907 2747.5476464101116 100 GTEX 1 50 100 1.0 0.001 5 726 -8 2666.723889486382 2606.073905915815 100 GTEX 1 50 100 1.0 0.001 5 726 -9 2640.6635025264573 2605.9597205100404 100 GTEX 1 50 100 1.0 0.001 5 726 -10 2617.926724029441 2606.1864955887595 100 GTEX 1 50 100 1.0 0.001 5 726 -11 2598.4193777872315 2563.733698275606 100 GTEX 1 50 100 1.0 0.001 5 726 -12 2584.994887565854 2573.2200310420626 100 GTEX 1 50 100 1.0 0.001 5 726 -13 2572.6122216482254 2537.660875675796 100 GTEX 1 50 100 1.0 0.001 5 726 -14 2558.789901531925 2528.624002086799 100 GTEX 1 50 100 1.0 0.001 5 726 -15 2547.8372457554037 2525.527088469879 100 GTEX 1 50 100 1.0 0.001 5 726 -16 2536.6982144131835 2525.931375133674 100 GTEX 1 50 100 1.0 0.001 5 726 -17 2527.8495685258663 2500.837724460848 100 GTEX 1 50 100 1.0 0.001 5 726 -18 2520.9934506511518 2507.6368579937025 100 GTEX 1 50 100 1.0 0.001 5 726 -19 2513.8041840550563 2500.1360540933933 100 GTEX 1 50 100 1.0 0.001 5 726 -20 2508.683441700446 2515.7760283611574 100 GTEX 1 50 100 1.0 0.001 5 726 -21 2499.3168726109448 2475.7070368197483 100 GTEX 1 50 100 1.0 0.001 5 726 -22 2495.510249573766 2467.457198342443 100 GTEX 1 50 100 1.0 0.001 5 726 -23 2491.090194371732 2467.9830948862286 100 GTEX 1 50 100 1.0 0.001 5 726 -24 2483.727082475433 2468.0117688777327 100 GTEX 1 50 100 1.0 0.001 5 726 -25 2481.0913971002064 2471.631069168845 100 GTEX 1 50 100 1.0 0.001 5 726 -26 2477.0452387136734 2456.010641932034 100 GTEX 1 50 100 1.0 0.001 5 726 -27 2471.1124078418784 2457.1106244801567 100 GTEX 1 50 100 1.0 0.001 5 726 -28 2466.7494130773757 2458.883023222136 100 GTEX 1 50 100 1.0 0.001 5 726 -29 2466.0720604509415 2447.7635094240136 100 GTEX 1 50 100 1.0 0.001 5 726 -30 2461.932907644441 2449.6433467502375 100 GTEX 1 50 100 1.0 0.001 5 726 -31 2458.564425840667 2433.5984146640326 100 GTEX 1 50 100 1.0 0.001 5 726 -32 2455.702186681986 2434.116012283151 100 GTEX 1 50 100 1.0 0.001 5 726 -33 2452.918812294929 2439.599356879753 100 GTEX 1 50 100 1.0 0.001 5 726 -34 2448.9738785004406 2430.5627265030894 100 GTEX 1 50 100 1.0 0.001 5 726 -35 2447.065564613427 2428.142981003446 100 GTEX 1 50 100 1.0 0.001 5 726 -36 2445.454545306847 2428.572908002614 100 GTEX 1 50 100 1.0 0.001 5 726 -37 2443.088049276434 2424.438185079016 100 GTEX 1 50 100 1.0 0.001 5 726 -38 2441.5308170868625 2422.963545070402 100 GTEX 1 50 100 1.0 0.001 5 726 -39 2439.189252696043 2416.4345758822483 100 GTEX 1 50 100 1.0 0.001 5 726 -40 2435.6990601243547 2419.4869872118584 100 GTEX 1 50 100 1.0 0.001 5 726 -41 2434.151323114792 2413.7483857013426 100 GTEX 1 50 100 1.0 0.001 5 726 -42 2433.7867295863675 2412.749564631357 100 GTEX 1 50 100 1.0 0.001 5 726 -43 2431.91740743545 2409.3652650086146 100 GTEX 1 50 100 1.0 0.001 5 726 -44 2428.235523752946 2410.226560643417 100 GTEX 1 50 100 1.0 0.001 5 726 -45 2427.5546299140683 2403.910187811906 100 GTEX 1 50 100 1.0 0.001 5 726 -46 2426.4293264080984 2408.4851835417658 100 GTEX 1 50 100 1.0 0.001 5 726 -47 2423.044314398866 2401.8226694317373 100 GTEX 1 50 100 1.0 0.001 5 726 -48 2421.5734010452425 2402.5609330442016 100 GTEX 1 50 100 1.0 0.001 5 726 -49 2420.7705292170335 2404.913053447303 100 GTEX 1 50 100 1.0 0.001 5 726 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index f42ddc591..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5231.604276904312 5394.96623990019 150 GTEX 1 100 100 0.5 0.001 5 650 -1 4598.890951715704 4584.831439000119 150 GTEX 1 100 100 0.5 0.001 5 650 -2 4060.7246062287913 4003.126355305371 150 GTEX 1 100 100 0.5 0.001 5 650 -3 3658.0062416651263 3654.4061167901914 150 GTEX 1 100 100 0.5 0.001 5 650 -4 3349.477924086217 3313.1099096958174 150 GTEX 1 100 100 0.5 0.001 5 650 -5 3132.3058148484124 3104.6309888716432 150 GTEX 1 100 100 0.5 0.001 5 650 -6 2985.1504816845277 2940.5435763166884 150 GTEX 1 100 100 0.5 0.001 5 650 -7 2895.6366576052424 2786.1128611981644 150 GTEX 1 100 100 0.5 0.001 5 650 -8 2820.1649024345256 2798.328047023527 150 GTEX 1 100 100 0.5 0.001 5 650 -9 2737.637924521529 2724.018233498693 150 GTEX 1 100 100 0.5 0.001 5 650 -10 2695.4502161238956 2692.871194933757 150 GTEX 1 100 100 0.5 0.001 5 650 -11 2673.1767208316555 2633.9999689022397 150 GTEX 1 100 100 0.5 0.001 5 650 -12 2646.851008251525 2645.2081930066242 150 GTEX 1 100 100 0.5 0.001 5 650 -13 2628.9399557962856 2608.9584612828244 150 GTEX 1 100 100 0.5 0.001 5 650 -14 2617.618874151452 2624.6488905061788 150 GTEX 1 100 100 0.5 0.001 5 650 -15 2604.1592283763666 2601.044383001871 150 GTEX 1 100 100 0.5 0.001 5 650 -16 2594.11002897297 2561.306283696976 150 GTEX 1 100 100 0.5 0.001 5 650 -17 2584.530520750122 2582.7985106493584 150 GTEX 1 100 100 0.5 0.001 5 650 -18 2569.380677101213 2565.019987041053 150 GTEX 1 100 100 0.5 0.001 5 650 -19 2565.7623304038866 2539.423338451313 150 GTEX 1 100 100 0.5 0.001 5 650 -20 2556.2928459447126 2530.012545393447 150 GTEX 1 100 100 0.5 0.001 5 650 -21 2545.968605841756 2518.3675133302636 150 GTEX 1 100 100 0.5 0.001 5 650 -22 2544.303608453625 2552.748224178648 150 GTEX 1 100 100 0.5 0.001 5 650 -23 2535.007844503646 2530.192882233246 150 GTEX 1 100 100 0.5 0.001 5 650 -24 2526.7876703800866 2501.759852884387 150 GTEX 1 100 100 0.5 0.001 5 650 -25 2521.2633390473984 2496.713330170954 150 GTEX 1 100 100 0.5 0.001 5 650 -26 2517.0798330559855 2500.9589778769605 150 GTEX 1 100 100 0.5 0.001 5 650 -27 2512.8959686804737 2497.540765450481 150 GTEX 1 100 100 0.5 0.001 5 650 -28 2509.1730296069572 2488.3270574649478 150 GTEX 1 100 100 0.5 0.001 5 650 -29 2504.654941899328 2485.899088696382 150 GTEX 1 100 100 0.5 0.001 5 650 -30 2499.7934869718083 2478.4052344492634 150 GTEX 1 100 100 0.5 0.001 5 650 -31 2496.7748023355803 2473.6005427719524 150 GTEX 1 100 100 0.5 0.001 5 650 -32 2490.4802665158413 2470.6883902314044 150 GTEX 1 100 100 0.5 0.001 5 650 -33 2488.0657383254 2473.6268524053885 150 GTEX 1 100 100 0.5 0.001 5 650 -34 2483.612616239511 2470.705699151913 150 GTEX 1 100 100 0.5 0.001 5 650 -35 2478.9868429942912 2476.553976428826 150 GTEX 1 100 100 0.5 0.001 5 650 -36 2476.5644566580377 2459.1319784302223 150 GTEX 1 100 100 0.5 0.001 5 650 -37 2475.491453633964 2461.5582841648347 150 GTEX 1 100 100 0.5 0.001 5 650 -38 2471.7777873911928 2471.918666825095 150 GTEX 1 100 100 0.5 0.001 5 650 -39 2467.1436873956077 2458.6668283440767 150 GTEX 1 100 100 0.5 0.001 5 650 -40 2465.4161104238738 2447.988509609672 150 GTEX 1 100 100 0.5 0.001 5 650 -41 2465.1050059478816 2444.6939149573727 150 GTEX 1 100 100 0.5 0.001 5 650 -42 2459.9373594005824 2452.3252454402327 150 GTEX 1 100 100 0.5 0.001 5 650 -43 2458.2592414976034 2451.575244047796 150 GTEX 1 100 100 0.5 0.001 5 650 -44 2454.628608340155 2442.9058879663735 150 GTEX 1 100 100 0.5 0.001 5 650 -45 2452.774859534683 2439.3366406806977 150 GTEX 1 100 100 0.5 0.001 5 650 -46 2450.0988891253414 2437.150326572897 150 GTEX 1 100 100 0.5 0.001 5 650 -47 2448.9412339821884 2431.7255993977246 150 GTEX 1 100 100 0.5 0.001 5 650 -48 2447.0599647232657 2434.8248861914803 150 GTEX 1 100 100 0.5 0.001 5 650 -49 2444.149939763001 2431.411337036597 150 GTEX 1 100 100 0.5 0.001 5 650 -50 2443.0492411809196 2432.960155414538 150 GTEX 1 100 100 0.5 0.001 5 650 -51 2442.9009644728067 2428.2809580523704 150 GTEX 1 100 100 0.5 0.001 5 650 -52 2440.4496198658003 2426.4819257032736 150 GTEX 1 100 100 0.5 0.001 5 650 -53 2437.4675337583017 2428.5979454127555 150 GTEX 1 100 100 0.5 0.001 5 650 -54 2436.533745588087 2421.500546763605 150 GTEX 1 100 100 0.5 0.001 5 650 -55 2433.6082765348133 2425.147557015655 150 GTEX 1 100 100 0.5 0.001 5 650 -56 2433.5511020085396 2425.9060671266043 150 GTEX 1 100 100 0.5 0.001 5 650 -57 2433.1568683331325 2417.5679745982357 150 GTEX 1 100 100 0.5 0.001 5 650 -58 2431.3151408552408 2418.240695271655 150 GTEX 1 100 100 0.5 0.001 5 650 -59 2430.3126718036174 2420.9766446537847 150 GTEX 1 100 100 0.5 0.001 5 650 -60 2427.656278702706 2419.0364632842206 150 GTEX 1 100 100 0.5 0.001 5 650 -61 2426.8360586032404 2416.6260174073195 150 GTEX 1 100 100 0.5 0.001 5 650 -62 2425.7073020044545 2414.2889566747863 150 GTEX 1 100 100 0.5 0.001 5 650 -63 2424.454172610078 2414.8552130057333 150 GTEX 1 100 100 0.5 0.001 5 650 -64 2422.6175459098877 2411.9063131238117 150 GTEX 1 100 100 0.5 0.001 5 650 -65 2422.2408512639713 2414.407089639526 150 GTEX 1 100 100 0.5 0.001 5 650 -66 2420.5409637899247 2406.7981732154526 150 GTEX 1 100 100 0.5 0.001 5 650 -67 2420.6902473105592 2413.575833512803 150 GTEX 1 100 100 0.5 0.001 5 650 -68 2418.897304890714 2406.876673245158 150 GTEX 1 100 100 0.5 0.001 5 650 -69 2417.027691896027 2407.7160913735743 150 GTEX 1 100 100 0.5 0.001 5 650 -70 2417.006893703952 2402.814048854117 150 GTEX 1 100 100 0.5 0.001 5 650 -71 2415.3053898007965 2403.499104662993 150 GTEX 1 100 100 0.5 0.001 5 650 -72 2414.6738002733177 2403.552440570788 150 GTEX 1 100 100 0.5 0.001 5 650 -73 2413.1565311988356 2400.167706043548 150 GTEX 1 100 100 0.5 0.001 5 650 -74 2412.059154471412 2402.5009658871495 150 GTEX 1 100 100 0.5 0.001 5 650 -75 2412.005020472018 2400.3566625326757 150 GTEX 1 100 100 0.5 0.001 5 650 -76 2411.502709401325 2396.327475660201 150 GTEX 1 100 100 0.5 0.001 5 650 -77 2409.353385057346 2397.4003372482475 150 GTEX 1 100 100 0.5 0.001 5 650 -78 2408.611567623678 2396.185086906636 150 GTEX 1 100 100 0.5 0.001 5 650 -79 2408.2907354061313 2399.6497561378624 150 GTEX 1 100 100 0.5 0.001 5 650 -80 2407.247590468453 2397.516779794439 150 GTEX 1 100 100 0.5 0.001 5 650 -81 2405.500242670675 2396.2996236706867 150 GTEX 1 100 100 0.5 0.001 5 650 -82 2405.2972276848195 2393.924420839027 150 GTEX 1 100 100 0.5 0.001 5 650 -83 2405.2832025834396 2389.8436590274478 150 GTEX 1 100 100 0.5 0.001 5 650 -84 2403.840613952166 2395.057170215215 150 GTEX 1 100 100 0.5 0.001 5 650 -85 2402.3552438476668 2392.871817817253 150 GTEX 1 100 100 0.5 0.001 5 650 -86 2402.922906904824 2393.2069050023765 150 GTEX 1 100 100 0.5 0.001 5 650 -87 2401.694340012098 2390.865729618435 150 GTEX 1 100 100 0.5 0.001 5 650 -88 2401.1854659246014 2390.091330872742 150 GTEX 1 100 100 0.5 0.001 5 650 -89 2400.432026938147 2388.782748262239 150 GTEX 1 100 100 0.5 0.001 5 650 -90 2399.691292238623 2390.1418262090065 150 GTEX 1 100 100 0.5 0.001 5 650 -91 2399.255292593268 2388.0645719462927 150 GTEX 1 100 100 0.5 0.001 5 650 -92 2398.3957351131726 2387.131561627406 150 GTEX 1 100 100 0.5 0.001 5 650 -93 2397.4853142464035 2386.6777311259802 150 GTEX 1 100 100 0.5 0.001 5 650 -94 2397.0641532036448 2384.7339902232357 150 GTEX 1 100 100 0.5 0.001 5 650 -95 2396.570938002362 2385.848139425648 150 GTEX 1 100 100 0.5 0.001 5 650 -96 2396.2984082351027 2384.968983001129 150 GTEX 1 100 100 0.5 0.001 5 650 -97 2395.5858740600574 2384.2822748336503 150 GTEX 1 100 100 0.5 0.001 5 650 -98 2394.2527704945055 2384.4233017838046 150 GTEX 1 100 100 0.5 0.001 5 650 -99 2393.819863468991 2382.517666312678 150 GTEX 1 100 100 0.5 0.001 5 650 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index 57a2269d8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5229.545850109674 5255.39449690322 150 GTEX 1 100 100 0.0 0.001 5 1487 -1 4629.5698654289245 4775.022151816481 150 GTEX 1 100 100 0.0 0.001 5 1487 -2 4184.588886167906 4213.934975511675 150 GTEX 1 100 100 0.0 0.001 5 1487 -3 3780.1813156629196 3673.5465658789803 150 GTEX 1 100 100 0.0 0.001 5 1487 -4 3470.6436797621836 3099.329062110118 150 GTEX 1 100 100 0.0 0.001 5 1487 -5 3241.6347839864793 3050.762575562916 150 GTEX 1 100 100 0.0 0.001 5 1487 -6 3097.7340140370416 3007.1574614202113 150 GTEX 1 100 100 0.0 0.001 5 1487 -7 2980.318595443795 2964.907523615732 150 GTEX 1 100 100 0.0 0.001 5 1487 -8 2891.295257100941 2739.6592033589295 150 GTEX 1 100 100 0.0 0.001 5 1487 -9 2798.0751110611614 2714.5121378735444 150 GTEX 1 100 100 0.0 0.001 5 1487 -10 2730.7930721106873 2673.701094826818 150 GTEX 1 100 100 0.0 0.001 5 1487 -11 2696.5508259932117 2646.832239651408 150 GTEX 1 100 100 0.0 0.001 5 1487 -12 2667.8333735463484 2622.890010935272 150 GTEX 1 100 100 0.0 0.001 5 1487 -13 2650.697106483583 2670.87528544959 150 GTEX 1 100 100 0.0 0.001 5 1487 -14 2618.4796801863545 2573.172173909815 150 GTEX 1 100 100 0.0 0.001 5 1487 -15 2604.444948184524 2564.0444758310064 150 GTEX 1 100 100 0.0 0.001 5 1487 -16 2581.948420103014 2552.1510989113 150 GTEX 1 100 100 0.0 0.001 5 1487 -17 2575.5509283997208 2553.857749097701 150 GTEX 1 100 100 0.0 0.001 5 1487 -18 2562.8561265138937 2529.5359944970887 150 GTEX 1 100 100 0.0 0.001 5 1487 -19 2556.600950871902 2518.05121476206 150 GTEX 1 100 100 0.0 0.001 5 1487 -20 2547.8135453664704 2513.8252018105395 150 GTEX 1 100 100 0.0 0.001 5 1487 -21 2535.17702681333 2520.8116668585135 150 GTEX 1 100 100 0.0 0.001 5 1487 -22 2531.304027853539 2505.5357698505823 150 GTEX 1 100 100 0.0 0.001 5 1487 -23 2525.5453816856416 2502.4398095888782 150 GTEX 1 100 100 0.0 0.001 5 1487 -24 2526.2350311134237 2510.2310888486218 150 GTEX 1 100 100 0.0 0.001 5 1487 -25 2517.239458086726 2494.3165027923005 150 GTEX 1 100 100 0.0 0.001 5 1487 -26 2511.346717725677 2495.7378296362585 150 GTEX 1 100 100 0.0 0.001 5 1487 -27 2507.245521501086 2482.6595185138426 150 GTEX 1 100 100 0.0 0.001 5 1487 -28 2503.7739237697397 2482.240883714799 150 GTEX 1 100 100 0.0 0.001 5 1487 -29 2497.6728216477304 2475.9219487991622 150 GTEX 1 100 100 0.0 0.001 5 1487 -30 2496.8444816740057 2479.1151457231763 150 GTEX 1 100 100 0.0 0.001 5 1487 -31 2492.805624941202 2468.4807073208767 150 GTEX 1 100 100 0.0 0.001 5 1487 -32 2489.034164162766 2466.5749706659935 150 GTEX 1 100 100 0.0 0.001 5 1487 -33 2486.4991545725034 2466.7431464249644 150 GTEX 1 100 100 0.0 0.001 5 1487 -34 2480.554526114975 2472.0160566554778 150 GTEX 1 100 100 0.0 0.001 5 1487 -35 2479.3489331464725 2450.4709351978377 150 GTEX 1 100 100 0.0 0.001 5 1487 -36 2478.8346641365647 2469.473976280299 150 GTEX 1 100 100 0.0 0.001 5 1487 -37 2474.6038892501583 2456.470987646299 150 GTEX 1 100 100 0.0 0.001 5 1487 -38 2470.290150340286 2449.3895565366565 150 GTEX 1 100 100 0.0 0.001 5 1487 -39 2470.3450831413975 2446.5613090021984 150 GTEX 1 100 100 0.0 0.001 5 1487 -40 2464.290263423273 2443.0068851369415 150 GTEX 1 100 100 0.0 0.001 5 1487 -41 2464.608561601938 2452.9438211999463 150 GTEX 1 100 100 0.0 0.001 5 1487 -42 2460.6233982961785 2440.5339522561194 150 GTEX 1 100 100 0.0 0.001 5 1487 -43 2459.6454038844636 2441.5861315128923 150 GTEX 1 100 100 0.0 0.001 5 1487 -44 2457.1319732359775 2442.1069623707817 150 GTEX 1 100 100 0.0 0.001 5 1487 -45 2456.9204348617236 2441.454944451046 150 GTEX 1 100 100 0.0 0.001 5 1487 -46 2451.823195303835 2435.738536530121 150 GTEX 1 100 100 0.0 0.001 5 1487 -47 2451.1168969656933 2428.7184445921457 150 GTEX 1 100 100 0.0 0.001 5 1487 -48 2449.150058364747 2436.1820026586265 150 GTEX 1 100 100 0.0 0.001 5 1487 -49 2445.7479619015808 2424.2107495210016 150 GTEX 1 100 100 0.0 0.001 5 1487 -50 2444.13636222268 2424.33646012803 150 GTEX 1 100 100 0.0 0.001 5 1487 -51 2443.167552676815 2430.573200878535 150 GTEX 1 100 100 0.0 0.001 5 1487 -52 2441.71832521027 2416.9531500638664 150 GTEX 1 100 100 0.0 0.001 5 1487 -53 2439.739398076666 2423.443246587601 150 GTEX 1 100 100 0.0 0.001 5 1487 -54 2439.400568334205 2415.5325997356226 150 GTEX 1 100 100 0.0 0.001 5 1487 -55 2436.102571736649 2414.514444213403 150 GTEX 1 100 100 0.0 0.001 5 1487 -56 2434.7171731563835 2410.611200484939 150 GTEX 1 100 100 0.0 0.001 5 1487 -57 2433.4659445877373 2412.5052118917833 150 GTEX 1 100 100 0.0 0.001 5 1487 -58 2432.655671897075 2410.410841329016 150 GTEX 1 100 100 0.0 0.001 5 1487 -59 2429.8786953508734 2409.1222917099867 150 GTEX 1 100 100 0.0 0.001 5 1487 -60 2428.9606305383586 2407.1433240070996 150 GTEX 1 100 100 0.0 0.001 5 1487 -61 2427.325465654337 2410.0576468928234 150 GTEX 1 100 100 0.0 0.001 5 1487 -62 2426.105146005739 2405.7024974750475 150 GTEX 1 100 100 0.0 0.001 5 1487 -63 2425.39085895413 2402.9198341514675 150 GTEX 1 100 100 0.0 0.001 5 1487 -64 2424.959751095706 2401.079429713492 150 GTEX 1 100 100 0.0 0.001 5 1487 -65 2422.7701969825694 2405.3889610377555 150 GTEX 1 100 100 0.0 0.001 5 1487 -66 2421.5075973973326 2400.2069579149834 150 GTEX 1 100 100 0.0 0.001 5 1487 -67 2420.3757780161104 2399.9625810398347 150 GTEX 1 100 100 0.0 0.001 5 1487 -68 2419.4862742268374 2398.4628446745783 150 GTEX 1 100 100 0.0 0.001 5 1487 -69 2417.69902590289 2396.586358944273 150 GTEX 1 100 100 0.0 0.001 5 1487 -70 2417.2239055526766 2396.0189724186075 150 GTEX 1 100 100 0.0 0.001 5 1487 -71 2416.75895475422 2395.9535612969344 150 GTEX 1 100 100 0.0 0.001 5 1487 -72 2416.3767844675913 2392.956528580234 150 GTEX 1 100 100 0.0 0.001 5 1487 -73 2414.264520139242 2394.787648248129 150 GTEX 1 100 100 0.0 0.001 5 1487 -74 2413.1463114882617 2395.1230273808815 150 GTEX 1 100 100 0.0 0.001 5 1487 -75 2412.583708746501 2394.146525683965 150 GTEX 1 100 100 0.0 0.001 5 1487 -76 2412.0681241830175 2391.851090463849 150 GTEX 1 100 100 0.0 0.001 5 1487 -77 2410.4469837298725 2393.4328172342857 150 GTEX 1 100 100 0.0 0.001 5 1487 -78 2409.899032700763 2390.9180778242335 150 GTEX 1 100 100 0.0 0.001 5 1487 -79 2409.3468500727445 2389.5078403487405 150 GTEX 1 100 100 0.0 0.001 5 1487 -80 2408.3023303966656 2390.0027649157855 150 GTEX 1 100 100 0.0 0.001 5 1487 -81 2407.710061048824 2390.226111350404 150 GTEX 1 100 100 0.0 0.001 5 1487 -82 2407.4029990381887 2387.657770541231 150 GTEX 1 100 100 0.0 0.001 5 1487 -83 2406.1348050557613 2386.155934845087 150 GTEX 1 100 100 0.0 0.001 5 1487 -84 2405.2852109733976 2383.3954316926092 150 GTEX 1 100 100 0.0 0.001 5 1487 -85 2404.8258750998534 2383.388372036894 150 GTEX 1 100 100 0.0 0.001 5 1487 -86 2404.1748276909266 2383.1228672506236 150 GTEX 1 100 100 0.0 0.001 5 1487 -87 2402.6728282496106 2382.2336815663616 150 GTEX 1 100 100 0.0 0.001 5 1487 -88 2402.8788557043545 2382.5935309232414 150 GTEX 1 100 100 0.0 0.001 5 1487 -89 2401.9379619253064 2383.0853341106226 150 GTEX 1 100 100 0.0 0.001 5 1487 -90 2401.7601321840834 2381.4286631304954 150 GTEX 1 100 100 0.0 0.001 5 1487 -91 2399.7106932820093 2380.7300282757546 150 GTEX 1 100 100 0.0 0.001 5 1487 -92 2399.562060974966 2380.403195921459 150 GTEX 1 100 100 0.0 0.001 5 1487 -93 2398.926943361438 2378.2939202486336 150 GTEX 1 100 100 0.0 0.001 5 1487 -94 2398.174149811929 2380.5156672372564 150 GTEX 1 100 100 0.0 0.001 5 1487 -95 2397.8350317529807 2378.2589580115255 150 GTEX 1 100 100 0.0 0.001 5 1487 -96 2397.166466667519 2378.088552032587 150 GTEX 1 100 100 0.0 0.001 5 1487 -97 2396.442699780116 2375.694346148705 150 GTEX 1 100 100 0.0 0.001 5 1487 -98 2394.920104122998 2375.37310164419 150 GTEX 1 100 100 0.0 0.001 5 1487 -99 2395.089380922093 2375.0527223072127 150 GTEX 1 100 100 0.0 0.001 5 1487 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index 676d999d8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5234.676840439157 4972.6174891946885 150 GTEX 1 100 100 1.0 0.001 5 6395 -1 4637.292973959296 4518.633332343156 150 GTEX 1 100 100 1.0 0.001 5 6395 -2 4096.581691768941 3879.7492053826045 150 GTEX 1 100 100 1.0 0.001 5 6395 -3 3679.720353637966 3798.6559812596543 150 GTEX 1 100 100 1.0 0.001 5 6395 -4 3356.9336808122953 3361.9529959675024 150 GTEX 1 100 100 1.0 0.001 5 6395 -5 3122.8570116558258 2919.968435773378 150 GTEX 1 100 100 1.0 0.001 5 6395 -6 2965.0243655025765 2946.4001947555253 150 GTEX 1 100 100 1.0 0.001 5 6395 -7 2860.1675368168294 2782.5366062410885 150 GTEX 1 100 100 1.0 0.001 5 6395 -8 2796.1156002377916 2932.8591048672174 150 GTEX 1 100 100 1.0 0.001 5 6395 -9 2745.764495511134 2681.9140142288497 150 GTEX 1 100 100 1.0 0.001 5 6395 -10 2702.185268616064 2715.2680483045688 150 GTEX 1 100 100 1.0 0.001 5 6395 -11 2678.35581060361 2728.344527908151 150 GTEX 1 100 100 1.0 0.001 5 6395 -12 2662.970840475055 2641.7763978211146 150 GTEX 1 100 100 1.0 0.001 5 6395 -13 2631.6051758689314 2652.4639962199976 150 GTEX 1 100 100 1.0 0.001 5 6395 -14 2618.390077740234 2615.298014477632 150 GTEX 1 100 100 1.0 0.001 5 6395 -15 2611.0736238071227 2602.3123319792658 150 GTEX 1 100 100 1.0 0.001 5 6395 -16 2598.2156771858 2578.1817056053947 150 GTEX 1 100 100 1.0 0.001 5 6395 -17 2588.2026903848155 2577.7515553521566 150 GTEX 1 100 100 1.0 0.001 5 6395 -18 2574.5833568869166 2559.0967590564105 150 GTEX 1 100 100 1.0 0.001 5 6395 -19 2567.756803418082 2575.5513772130466 150 GTEX 1 100 100 1.0 0.001 5 6395 -20 2563.620703568564 2543.1692186943023 150 GTEX 1 100 100 1.0 0.001 5 6395 -21 2553.868334086704 2542.9985045226354 150 GTEX 1 100 100 1.0 0.001 5 6395 -22 2547.0444452501947 2553.46401849899 150 GTEX 1 100 100 1.0 0.001 5 6395 -23 2542.9113820334783 2549.274439590512 150 GTEX 1 100 100 1.0 0.001 5 6395 -24 2539.0800738440935 2537.1618332083235 150 GTEX 1 100 100 1.0 0.001 5 6395 -25 2530.2022542738923 2520.0645478107176 150 GTEX 1 100 100 1.0 0.001 5 6395 -26 2526.101710242858 2518.776010259476 150 GTEX 1 100 100 1.0 0.001 5 6395 -27 2521.9059282099165 2519.7436799604175 150 GTEX 1 100 100 1.0 0.001 5 6395 -28 2515.251811984022 2519.825604688985 150 GTEX 1 100 100 1.0 0.001 5 6395 -29 2511.625811438129 2493.254099798746 150 GTEX 1 100 100 1.0 0.001 5 6395 -30 2508.9714112540187 2490.5982522130466 150 GTEX 1 100 100 1.0 0.001 5 6395 -31 2504.96325798353 2487.8718957937263 150 GTEX 1 100 100 1.0 0.001 5 6395 -32 2499.786195530362 2492.472151723651 150 GTEX 1 100 100 1.0 0.001 5 6395 -33 2498.7890684313766 2498.08619185183 150 GTEX 1 100 100 1.0 0.001 5 6395 -34 2492.9021203691937 2478.443391865197 150 GTEX 1 100 100 1.0 0.001 5 6395 -35 2490.4615972238266 2481.5926142355333 150 GTEX 1 100 100 1.0 0.001 5 6395 -36 2486.2469090048407 2468.4487824530656 150 GTEX 1 100 100 1.0 0.001 5 6395 -37 2482.5443790766612 2503.1923823483544 150 GTEX 1 100 100 1.0 0.001 5 6395 -38 2481.5308046309715 2463.142875178232 150 GTEX 1 100 100 1.0 0.001 5 6395 -39 2478.102820209758 2466.893417532453 150 GTEX 1 100 100 1.0 0.001 5 6395 -40 2474.1885602980665 2464.376256442342 150 GTEX 1 100 100 1.0 0.001 5 6395 -41 2473.603194582786 2455.1347665532912 150 GTEX 1 100 100 1.0 0.001 5 6395 -42 2467.9657846726623 2462.0212824716314 150 GTEX 1 100 100 1.0 0.001 5 6395 -43 2469.5760610356206 2454.0798460521623 150 GTEX 1 100 100 1.0 0.001 5 6395 -44 2465.453779566108 2452.1771899321234 150 GTEX 1 100 100 1.0 0.001 5 6395 -45 2461.5116128104532 2442.5027133956155 150 GTEX 1 100 100 1.0 0.001 5 6395 -46 2458.3490715538596 2444.628202141011 150 GTEX 1 100 100 1.0 0.001 5 6395 -47 2456.2229157606275 2442.8487191435956 150 GTEX 1 100 100 1.0 0.001 5 6395 -48 2451.5775002712962 2448.0591922658477 150 GTEX 1 100 100 1.0 0.001 5 6395 -49 2451.94342451699 2443.2329011054094 150 GTEX 1 100 100 1.0 0.001 5 6395 -50 2448.4258392227607 2431.615361086769 150 GTEX 1 100 100 1.0 0.001 5 6395 -51 2447.0917390053937 2433.5542152317757 150 GTEX 1 100 100 1.0 0.001 5 6395 -52 2447.1927596096557 2434.4928962504455 150 GTEX 1 100 100 1.0 0.001 5 6395 -53 2443.6435758857247 2424.9658952720265 150 GTEX 1 100 100 1.0 0.001 5 6395 -54 2441.2112699149843 2426.246710599602 150 GTEX 1 100 100 1.0 0.001 5 6395 -55 2438.2274133431015 2425.2603762086355 150 GTEX 1 100 100 1.0 0.001 5 6395 -56 2438.485919530507 2424.888561872475 150 GTEX 1 100 100 1.0 0.001 5 6395 -57 2435.846069348832 2417.2391986339267 150 GTEX 1 100 100 1.0 0.001 5 6395 -58 2433.763888035 2420.328226879976 150 GTEX 1 100 100 1.0 0.001 5 6395 -59 2431.55796417304 2415.5240506364366 150 GTEX 1 100 100 1.0 0.001 5 6395 -60 2431.4718374621216 2415.6779047164628 150 GTEX 1 100 100 1.0 0.001 5 6395 -61 2429.775753702623 2414.215595898066 150 GTEX 1 100 100 1.0 0.001 5 6395 -62 2429.0920704662 2413.5884025776795 150 GTEX 1 100 100 1.0 0.001 5 6395 -63 2428.5355929282723 2411.0452101094643 150 GTEX 1 100 100 1.0 0.001 5 6395 -64 2427.1183893000853 2413.672565416691 150 GTEX 1 100 100 1.0 0.001 5 6395 -65 2423.8984749966166 2410.7664769393864 150 GTEX 1 100 100 1.0 0.001 5 6395 -66 2423.2079571894888 2412.42719132456 150 GTEX 1 100 100 1.0 0.001 5 6395 -67 2422.1963028078208 2409.9791870117188 150 GTEX 1 100 100 1.0 0.001 5 6395 -68 2420.8784120115847 2410.4057707695906 150 GTEX 1 100 100 1.0 0.001 5 6395 -69 2419.557411136629 2402.2938334533924 150 GTEX 1 100 100 1.0 0.001 5 6395 -70 2418.7135190156846 2405.3229599869296 150 GTEX 1 100 100 1.0 0.001 5 6395 -71 2418.1515346844217 2403.6292195483306 150 GTEX 1 100 100 1.0 0.001 5 6395 -72 2416.1942486946846 2404.563529475107 150 GTEX 1 100 100 1.0 0.001 5 6395 -73 2415.4440637646726 2400.6946926334513 150 GTEX 1 100 100 1.0 0.001 5 6395 -74 2415.2726282281133 2404.106693630436 150 GTEX 1 100 100 1.0 0.001 5 6395 -75 2413.644779929418 2399.797877322585 150 GTEX 1 100 100 1.0 0.001 5 6395 -76 2412.7306536542233 2397.57933549192 150 GTEX 1 100 100 1.0 0.001 5 6395 -77 2412.258950653834 2401.469556685183 150 GTEX 1 100 100 1.0 0.001 5 6395 -78 2410.6070621756826 2397.6722746294263 150 GTEX 1 100 100 1.0 0.001 5 6395 -79 2409.615018343943 2396.0573298813274 150 GTEX 1 100 100 1.0 0.001 5 6395 -80 2408.4916722696685 2394.2098105543014 150 GTEX 1 100 100 1.0 0.001 5 6395 -81 2407.5431302123907 2392.214503763293 150 GTEX 1 100 100 1.0 0.001 5 6395 -82 2406.159915204006 2392.209971148705 150 GTEX 1 100 100 1.0 0.001 5 6395 -83 2405.4110575871696 2391.6081083464533 150 GTEX 1 100 100 1.0 0.001 5 6395 -84 2405.12030967357 2391.477193738118 150 GTEX 1 100 100 1.0 0.001 5 6395 -85 2403.852369476702 2389.989117872579 150 GTEX 1 100 100 1.0 0.001 5 6395 -86 2403.272243049664 2388.989210933787 150 GTEX 1 100 100 1.0 0.001 5 6395 -87 2402.0715706997416 2389.851466421845 150 GTEX 1 100 100 1.0 0.001 5 6395 -88 2402.3540050151596 2390.750228823818 150 GTEX 1 100 100 1.0 0.001 5 6395 -89 2401.7805290024726 2387.3516049693294 150 GTEX 1 100 100 1.0 0.001 5 6395 -90 2400.590550486435 2388.659272052489 150 GTEX 1 100 100 1.0 0.001 5 6395 -91 2399.9679579548942 2387.2459194632993 150 GTEX 1 100 100 1.0 0.001 5 6395 -92 2399.373700229044 2386.98560591433 150 GTEX 1 100 100 1.0 0.001 5 6395 -93 2399.111947180213 2384.8526732006 150 GTEX 1 100 100 1.0 0.001 5 6395 -94 2398.2699356151634 2384.3725711256834 150 GTEX 1 100 100 1.0 0.001 5 6395 -95 2396.959128816918 2384.3514406617605 150 GTEX 1 100 100 1.0 0.001 5 6395 -96 2396.832319721219 2383.6158173419676 150 GTEX 1 100 100 1.0 0.001 5 6395 -97 2396.6060175312928 2381.950034253951 150 GTEX 1 100 100 1.0 0.001 5 6395 -98 2395.9773786058645 2382.068753666751 150 GTEX 1 100 100 1.0 0.001 5 6395 -99 2395.4211161448156 2381.513121166157 150 GTEX 1 100 100 1.0 0.001 5 6395 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 1113b1894..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5230.251847649648 5560.182088989722 150 GTEX 1 50 100 0.5 0.001 5 5185 -1 4636.592236209497 5105.774483684351 150 GTEX 1 50 100 0.5 0.001 5 5185 -2 4125.565580035007 3990.75742725909 150 GTEX 1 50 100 0.5 0.001 5 5185 -3 3694.1853452339788 3371.0525839918014 150 GTEX 1 50 100 0.5 0.001 5 5185 -4 3381.0461040499645 3075.1565419476296 150 GTEX 1 50 100 0.5 0.001 5 5185 -5 3174.2382630948296 3011.7173060428054 150 GTEX 1 50 100 0.5 0.001 5 5185 -6 3015.191161077831 2895.665405737583 150 GTEX 1 50 100 0.5 0.001 5 5185 -7 2905.0967036451043 2904.276060387209 150 GTEX 1 50 100 0.5 0.001 5 5185 -8 2831.033639622752 2700.039530822986 150 GTEX 1 50 100 0.5 0.001 5 5185 -9 2763.016570590398 2662.7233793889613 150 GTEX 1 50 100 0.5 0.001 5 5185 -10 2720.7409616907335 2683.73444369356 150 GTEX 1 50 100 0.5 0.001 5 5185 -11 2685.643118757097 2600.9777562826757 150 GTEX 1 50 100 0.5 0.001 5 5185 -12 2667.1787278290294 2620.0589659948314 150 GTEX 1 50 100 0.5 0.001 5 5185 -13 2640.839130746937 2625.7129551412486 150 GTEX 1 50 100 0.5 0.001 5 5185 -14 2624.8331438989135 2604.1456247772103 150 GTEX 1 50 100 0.5 0.001 5 5185 -15 2609.3022956336404 2584.9806376990255 150 GTEX 1 50 100 0.5 0.001 5 5185 -16 2598.6776896059996 2534.8186025873338 150 GTEX 1 50 100 0.5 0.001 5 5185 -17 2589.512108544607 2528.3605089078837 150 GTEX 1 50 100 0.5 0.001 5 5185 -18 2575.28697138023 2532.100814761318 150 GTEX 1 50 100 0.5 0.001 5 5185 -19 2565.541351830908 2526.815880837096 150 GTEX 1 50 100 0.5 0.001 5 5185 -20 2558.9773343526363 2526.484989993019 150 GTEX 1 50 100 0.5 0.001 5 5185 -21 2552.4333228666023 2516.1281301984313 150 GTEX 1 50 100 0.5 0.001 5 5185 -22 2541.9738498235233 2520.6101009238355 150 GTEX 1 50 100 0.5 0.001 5 5185 -23 2534.5308424886284 2491.733762327709 150 GTEX 1 50 100 0.5 0.001 5 5185 -24 2530.876271016673 2492.4738180066242 150 GTEX 1 50 100 0.5 0.001 5 5185 -25 2525.3073218049376 2485.05029296875 150 GTEX 1 50 100 0.5 0.001 5 5185 -26 2516.138938219605 2475.867918065292 150 GTEX 1 50 100 0.5 0.001 5 5185 -27 2512.168802314743 2471.613797844136 150 GTEX 1 50 100 0.5 0.001 5 5185 -28 2506.997302100388 2475.5491845888782 150 GTEX 1 50 100 0.5 0.001 5 5185 -29 2503.2899853706463 2463.473814293459 150 GTEX 1 50 100 0.5 0.001 5 5185 -30 2498.2968794098497 2454.8502953823076 150 GTEX 1 50 100 0.5 0.001 5 5185 -31 2497.37584168815 2482.4689347299786 150 GTEX 1 50 100 0.5 0.001 5 5185 -32 2490.68136061244 2463.9253602698727 150 GTEX 1 50 100 0.5 0.001 5 5185 -33 2490.5598273989995 2446.975304665221 150 GTEX 1 50 100 0.5 0.001 5 5185 -34 2486.7794302794 2439.6881618717325 150 GTEX 1 50 100 0.5 0.001 5 5185 -35 2481.530503084935 2445.4703601213464 150 GTEX 1 50 100 0.5 0.001 5 5185 -36 2481.2932180741327 2445.0535030002375 150 GTEX 1 50 100 0.5 0.001 5 5185 -37 2476.8199026160773 2439.6092617484555 150 GTEX 1 50 100 0.5 0.001 5 5185 -38 2474.0199255576113 2436.8928361899953 150 GTEX 1 50 100 0.5 0.001 5 5185 -39 2472.3994254094814 2436.0836650427755 150 GTEX 1 50 100 0.5 0.001 5 5185 -40 2469.5705047797614 2431.854100912696 150 GTEX 1 50 100 0.5 0.001 5 5185 -41 2466.6330846470387 2433.097614941035 150 GTEX 1 50 100 0.5 0.001 5 5185 -42 2463.953124381074 2438.879110938243 150 GTEX 1 50 100 0.5 0.001 5 5185 -43 2461.4702376408677 2423.9732025494595 150 GTEX 1 50 100 0.5 0.001 5 5185 -44 2458.7615002174493 2419.486029215185 150 GTEX 1 50 100 0.5 0.001 5 5185 -45 2457.727417881894 2417.937791483484 150 GTEX 1 50 100 0.5 0.001 5 5185 -46 2453.4320997909267 2418.703030778428 150 GTEX 1 50 100 0.5 0.001 5 5185 -47 2450.52023863115 2413.5074950243584 150 GTEX 1 50 100 0.5 0.001 5 5185 -48 2450.2608253041403 2410.859219975345 150 GTEX 1 50 100 0.5 0.001 5 5185 -49 2447.3000677311647 2417.109777878446 150 GTEX 1 50 100 0.5 0.001 5 5185 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index 74f2dcbdd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5240.745642140131 5342.470489617989 150 GTEX 1 50 100 0.0 0.001 5 6536 -1 4630.570803824304 4459.987733558103 150 GTEX 1 50 100 0.0 0.001 5 6536 -2 4084.147491986968 3922.19645754738 150 GTEX 1 50 100 0.0 0.001 5 6536 -3 3662.2960826970084 3485.0243880703424 150 GTEX 1 50 100 0.0 0.001 5 6536 -4 3319.42505937566 3220.0637643328187 150 GTEX 1 50 100 0.0 0.001 5 6536 -5 3105.315557108946 3192.382876552103 150 GTEX 1 50 100 0.0 0.001 5 6536 -6 2946.0336102237543 2946.042876385011 150 GTEX 1 50 100 0.0 0.001 5 6536 -7 2866.2614953949824 2924.5620149677698 150 GTEX 1 50 100 0.0 0.001 5 6536 -8 2775.762092839353 2734.9655566777565 150 GTEX 1 50 100 0.0 0.001 5 6536 -9 2743.809679140369 2694.012769575808 150 GTEX 1 50 100 0.0 0.001 5 6536 -10 2698.0613640639854 2695.7649408492753 150 GTEX 1 50 100 0.0 0.001 5 6536 -11 2672.7963034215895 2670.9606966083948 150 GTEX 1 50 100 0.0 0.001 5 6536 -12 2647.345883593585 2648.963299073194 150 GTEX 1 50 100 0.0 0.001 5 6536 -13 2629.4796103508406 2661.8630134379455 150 GTEX 1 50 100 0.0 0.001 5 6536 -14 2610.756161720483 2617.3309952768536 150 GTEX 1 50 100 0.0 0.001 5 6536 -15 2608.5061571816905 2630.1507670471424 150 GTEX 1 50 100 0.0 0.001 5 6536 -16 2592.9461364971744 2600.16778309173 150 GTEX 1 50 100 0.0 0.001 5 6536 -17 2586.2050906066797 2570.8474510976116 150 GTEX 1 50 100 0.0 0.001 5 6536 -18 2578.476652192732 2566.4632470888782 150 GTEX 1 50 100 0.0 0.001 5 6536 -19 2561.891921650536 2557.190816784993 150 GTEX 1 50 100 0.0 0.001 5 6536 -20 2558.739069581548 2577.7215218779706 150 GTEX 1 50 100 0.0 0.001 5 6536 -21 2553.761978234839 2545.7767686735087 150 GTEX 1 50 100 0.0 0.001 5 6536 -22 2544.0900315167573 2540.7854505183577 150 GTEX 1 50 100 0.0 0.001 5 6536 -23 2539.802839669832 2562.5606536285054 150 GTEX 1 50 100 0.0 0.001 5 6536 -24 2537.3310941182613 2529.8513044350047 150 GTEX 1 50 100 0.0 0.001 5 6536 -25 2529.397836832055 2541.686807494653 150 GTEX 1 50 100 0.0 0.001 5 6536 -26 2524.4955434987573 2520.886812971572 150 GTEX 1 50 100 0.0 0.001 5 6536 -27 2517.2815676639084 2525.2323768528695 150 GTEX 1 50 100 0.0 0.001 5 6536 -28 2514.713489461955 2513.344442041201 150 GTEX 1 50 100 0.0 0.001 5 6536 -29 2508.8734640055177 2507.606317672439 150 GTEX 1 50 100 0.0 0.001 5 6536 -30 2507.1229547323514 2520.1280234449264 150 GTEX 1 50 100 0.0 0.001 5 6536 -31 2503.2440983574934 2508.9270701825394 150 GTEX 1 50 100 0.0 0.001 5 6536 -32 2499.8857507493135 2503.167657772398 150 GTEX 1 50 100 0.0 0.001 5 6536 -33 2496.3710086734263 2496.8459964650665 150 GTEX 1 50 100 0.0 0.001 5 6536 -34 2491.992075345402 2489.612731237375 150 GTEX 1 50 100 0.0 0.001 5 6536 -35 2489.3802716271407 2489.5758219091613 150 GTEX 1 50 100 0.0 0.001 5 6536 -36 2483.1513751045986 2491.317194369356 150 GTEX 1 50 100 0.0 0.001 5 6536 -37 2484.556729750383 2492.604476870693 150 GTEX 1 50 100 0.0 0.001 5 6536 -38 2480.572591824933 2492.234910624109 150 GTEX 1 50 100 0.0 0.001 5 6536 -39 2476.885698346889 2475.7026900955025 150 GTEX 1 50 100 0.0 0.001 5 6536 -40 2478.1917350287927 2472.4318211776676 150 GTEX 1 50 100 0.0 0.001 5 6536 -41 2470.6853290903186 2476.9250362961916 150 GTEX 1 50 100 0.0 0.001 5 6536 -42 2469.777087153484 2470.2688364239248 150 GTEX 1 50 100 0.0 0.001 5 6536 -43 2469.3763462420034 2461.081887364841 150 GTEX 1 50 100 0.0 0.001 5 6536 -44 2463.838706421401 2466.1610631906487 150 GTEX 1 50 100 0.0 0.001 5 6536 -45 2460.2385836986373 2457.6341636280595 150 GTEX 1 50 100 0.0 0.001 5 6536 -46 2460.3081578453857 2463.938634836175 150 GTEX 1 50 100 0.0 0.001 5 6536 -47 2456.1194372712034 2455.4005280121196 150 GTEX 1 50 100 0.0 0.001 5 6536 -48 2454.641066294431 2456.714853961205 150 GTEX 1 50 100 0.0 0.001 5 6536 -49 2452.5083596308227 2451.1527897939936 150 GTEX 1 50 100 0.0 0.001 5 6536 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 9454b289e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5243.034667246669 5874.047971312084 150 GTEX 1 50 100 1.0 0.001 5 9983 -1 4634.881535139332 4495.113592227603 150 GTEX 1 50 100 1.0 0.001 5 9983 -2 4098.378931471246 3959.780185249822 150 GTEX 1 50 100 1.0 0.001 5 9983 -3 3663.07358275168 3528.3179857377318 150 GTEX 1 50 100 1.0 0.001 5 9983 -4 3328.837904241378 3181.6730850277745 150 GTEX 1 50 100 1.0 0.001 5 9983 -5 3120.454850721173 3047.962245462512 150 GTEX 1 50 100 1.0 0.001 5 9983 -6 2965.8711280746193 2962.3283125148528 150 GTEX 1 50 100 1.0 0.001 5 9983 -7 2865.88248642901 2750.6221151025575 150 GTEX 1 50 100 1.0 0.001 5 9983 -8 2782.4879179918566 2731.8600122720118 150 GTEX 1 50 100 1.0 0.001 5 9983 -9 2740.658198973036 2814.0332363114157 150 GTEX 1 50 100 1.0 0.001 5 9983 -10 2701.167825545934 2686.425974798746 150 GTEX 1 50 100 1.0 0.001 5 9983 -11 2673.7295614298764 2677.5294500430728 150 GTEX 1 50 100 1.0 0.001 5 9983 -12 2651.163003749249 2633.126451847671 150 GTEX 1 50 100 1.0 0.001 5 9983 -13 2636.2606346490606 2602.356455291632 150 GTEX 1 50 100 1.0 0.001 5 9983 -14 2616.458662636494 2664.278862898794 150 GTEX 1 50 100 1.0 0.001 5 9983 -15 2608.1767145908157 2601.6214446441304 150 GTEX 1 50 100 1.0 0.001 5 9983 -16 2594.3729707728576 2564.282057845547 150 GTEX 1 50 100 1.0 0.001 5 9983 -17 2583.250691056969 2588.1148609698043 150 GTEX 1 50 100 1.0 0.001 5 9983 -18 2579.3500849424727 2562.13316826766 150 GTEX 1 50 100 1.0 0.001 5 9983 -19 2569.1859694211225 2562.949261451402 150 GTEX 1 50 100 1.0 0.001 5 9983 -20 2558.301710928835 2585.6852507500594 150 GTEX 1 50 100 1.0 0.001 5 9983 -21 2557.30750103567 2544.3568449419263 150 GTEX 1 50 100 1.0 0.001 5 9983 -22 2548.8184069807457 2510.3504304486987 150 GTEX 1 50 100 1.0 0.001 5 9983 -23 2538.5690004794615 2526.509013244861 150 GTEX 1 50 100 1.0 0.001 5 9983 -24 2532.8598445587304 2508.5527450503505 150 GTEX 1 50 100 1.0 0.001 5 9983 -25 2533.195167645464 2510.570800549177 150 GTEX 1 50 100 1.0 0.001 5 9983 -26 2520.542644071594 2531.995139466492 150 GTEX 1 50 100 1.0 0.001 5 9983 -27 2514.996638508272 2494.284657757545 150 GTEX 1 50 100 1.0 0.001 5 9983 -28 2510.8888571660523 2498.9305178566124 150 GTEX 1 50 100 1.0 0.001 5 9983 -29 2506.4004420474575 2480.888727340408 150 GTEX 1 50 100 1.0 0.001 5 9983 -30 2504.84919430757 2473.804477474082 150 GTEX 1 50 100 1.0 0.001 5 9983 -31 2498.9474968713275 2477.9448021718304 150 GTEX 1 50 100 1.0 0.001 5 9983 -32 2496.4680470802773 2474.8907881472046 150 GTEX 1 50 100 1.0 0.001 5 9983 -33 2491.4688219759673 2482.34605726815 150 GTEX 1 50 100 1.0 0.001 5 9983 -34 2485.77645948488 2472.1622639355096 150 GTEX 1 50 100 1.0 0.001 5 9983 -35 2486.4261142581217 2466.706876225345 150 GTEX 1 50 100 1.0 0.001 5 9983 -36 2480.338573429619 2465.9496364811075 150 GTEX 1 50 100 1.0 0.001 5 9983 -37 2477.025000391987 2466.7785881245545 150 GTEX 1 50 100 1.0 0.001 5 9983 -38 2474.7003570585653 2460.852427667538 150 GTEX 1 50 100 1.0 0.001 5 9983 -39 2474.377684773217 2458.0346347823343 150 GTEX 1 50 100 1.0 0.001 5 9983 -40 2470.559202850816 2451.2179957632784 150 GTEX 1 50 100 1.0 0.001 5 9983 -41 2468.3283436099164 2448.3890353010634 150 GTEX 1 50 100 1.0 0.001 5 9983 -42 2466.788351585813 2443.0388058274416 150 GTEX 1 50 100 1.0 0.001 5 9983 -43 2463.914703681827 2444.4736230654407 150 GTEX 1 50 100 1.0 0.001 5 9983 -44 2461.9958588159034 2446.2991335328543 150 GTEX 1 50 100 1.0 0.001 5 9983 -45 2459.4915117872447 2439.9515021146476 150 GTEX 1 50 100 1.0 0.001 5 9983 -46 2456.664841109248 2441.3221047985235 150 GTEX 1 50 100 1.0 0.001 5 9983 -47 2456.291366736715 2438.3635223736783 150 GTEX 1 50 100 1.0 0.001 5 9983 -48 2452.6079832927044 2434.4466624676957 150 GTEX 1 50 100 1.0 0.001 5 9983 -49 2450.4129023227065 2437.1590009914153 150 GTEX 1 50 100 1.0 0.001 5 9983 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 74a3f7682..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4693.760619743253 3977.246794609969 50 GTEX 1 100 100 0.5 0.001 5 311 -1 3515.368360442648 3189.2173190388844 50 GTEX 1 100 100 0.5 0.001 5 311 -2 2973.4135972221766 2788.326358925707 50 GTEX 1 100 100 0.5 0.001 5 311 -3 2758.003859753164 2716.9132061512296 50 GTEX 1 100 100 0.5 0.001 5 311 -4 2655.4048243807024 2608.8675648504336 50 GTEX 1 100 100 0.5 0.001 5 311 -5 2610.0541863244525 2584.7840910356763 50 GTEX 1 100 100 0.5 0.001 5 311 -6 2573.7530685848706 2545.0767539136764 50 GTEX 1 100 100 0.5 0.001 5 311 -7 2555.1140874272555 2565.9694733710344 50 GTEX 1 100 100 0.5 0.001 5 311 -8 2536.370312071909 2554.8422487208145 50 GTEX 1 100 100 0.5 0.001 5 311 -9 2515.672192380234 2501.04581257055 50 GTEX 1 100 100 0.5 0.001 5 311 -10 2503.733369296388 2505.179104765105 50 GTEX 1 100 100 0.5 0.001 5 311 -11 2491.8467546549446 2486.486647689297 50 GTEX 1 100 100 0.5 0.001 5 311 -12 2480.921596380024 2468.0283683515772 50 GTEX 1 100 100 0.5 0.001 5 311 -13 2471.0290594394096 2461.5541625512415 50 GTEX 1 100 100 0.5 0.001 5 311 -14 2465.732824667059 2459.9616262921813 50 GTEX 1 100 100 0.5 0.001 5 311 -15 2460.304082937977 2446.8754286385306 50 GTEX 1 100 100 0.5 0.001 5 311 -16 2453.1106989864466 2461.3432157683283 50 GTEX 1 100 100 0.5 0.001 5 311 -17 2448.2745247213593 2439.431115444169 50 GTEX 1 100 100 0.5 0.001 5 311 -18 2443.852216885588 2433.4854267540995 50 GTEX 1 100 100 0.5 0.001 5 311 -19 2438.845128838787 2431.75824601206 50 GTEX 1 100 100 0.5 0.001 5 311 -20 2435.69264044056 2429.3513127896267 50 GTEX 1 100 100 0.5 0.001 5 311 -21 2431.3341605626783 2423.8348486142468 50 GTEX 1 100 100 0.5 0.001 5 311 -22 2426.7293553016398 2416.6640618037814 50 GTEX 1 100 100 0.5 0.001 5 311 -23 2424.940230909013 2422.33262257159 50 GTEX 1 100 100 0.5 0.001 5 311 -24 2421.8293204818797 2411.9640347440886 50 GTEX 1 100 100 0.5 0.001 5 311 -25 2420.062369045517 2410.9306891263664 50 GTEX 1 100 100 0.5 0.001 5 311 -26 2416.901356872062 2411.168411312901 50 GTEX 1 100 100 0.5 0.001 5 311 -27 2415.484301399351 2407.6206161441005 50 GTEX 1 100 100 0.5 0.001 5 311 -28 2411.62070730791 2405.010445830487 50 GTEX 1 100 100 0.5 0.001 5 311 -29 2410.240109429259 2403.1413764518475 50 GTEX 1 100 100 0.5 0.001 5 311 -30 2408.718477105092 2400.730508666528 50 GTEX 1 100 100 0.5 0.001 5 311 -31 2406.10245465643 2399.4904251388725 50 GTEX 1 100 100 0.5 0.001 5 311 -32 2404.1629453638707 2393.871414938807 50 GTEX 1 100 100 0.5 0.001 5 311 -33 2402.686384952747 2395.203377495247 50 GTEX 1 100 100 0.5 0.001 5 311 -34 2400.837739349104 2395.4527750341613 50 GTEX 1 100 100 0.5 0.001 5 311 -35 2399.8564805139317 2391.017810894056 50 GTEX 1 100 100 0.5 0.001 5 311 -36 2398.926925489942 2392.1910586048893 50 GTEX 1 100 100 0.5 0.001 5 311 -37 2397.2540849133834 2390.5382105606136 50 GTEX 1 100 100 0.5 0.001 5 311 -38 2395.2970516260843 2388.268765409636 50 GTEX 1 100 100 0.5 0.001 5 311 -39 2393.8848193168537 2386.119536077115 50 GTEX 1 100 100 0.5 0.001 5 311 -40 2392.9779020111805 2386.088997380362 50 GTEX 1 100 100 0.5 0.001 5 311 -41 2391.31755327511 2383.6704621405656 50 GTEX 1 100 100 0.5 0.001 5 311 -42 2390.856901151698 2385.4401242796457 50 GTEX 1 100 100 0.5 0.001 5 311 -43 2390.00179751662 2382.7319758310064 50 GTEX 1 100 100 0.5 0.001 5 311 -44 2389.642806611948 2381.937979462482 50 GTEX 1 100 100 0.5 0.001 5 311 -45 2387.9233079432584 2380.156124912741 50 GTEX 1 100 100 0.5 0.001 5 311 -46 2387.0720463187918 2380.926513903948 50 GTEX 1 100 100 0.5 0.001 5 311 -47 2385.766876494707 2377.682715818456 50 GTEX 1 100 100 0.5 0.001 5 311 -48 2385.303798670299 2378.3672650123276 50 GTEX 1 100 100 0.5 0.001 5 311 -49 2384.2771859753784 2377.314208984375 50 GTEX 1 100 100 0.5 0.001 5 311 -50 2383.0215990826687 2377.611737965631 50 GTEX 1 100 100 0.5 0.001 5 311 -51 2382.437138753367 2376.9498093753714 50 GTEX 1 100 100 0.5 0.001 5 311 -52 2381.216115798217 2374.062016824352 50 GTEX 1 100 100 0.5 0.001 5 311 -53 2380.506582048786 2374.072462422766 50 GTEX 1 100 100 0.5 0.001 5 311 -54 2379.747720675067 2374.7667048349126 50 GTEX 1 100 100 0.5 0.001 5 311 -55 2379.5279264432947 2372.296125636808 50 GTEX 1 100 100 0.5 0.001 5 311 -56 2378.5050556218725 2372.203667586294 50 GTEX 1 100 100 0.5 0.001 5 311 -57 2378.617384679594 2371.986578995737 50 GTEX 1 100 100 0.5 0.001 5 311 -58 2378.0247142159524 2370.492980724958 50 GTEX 1 100 100 0.5 0.001 5 311 -59 2376.961697154631 2370.3207743249463 50 GTEX 1 100 100 0.5 0.001 5 311 -60 2376.2278436000133 2369.4865690166052 50 GTEX 1 100 100 0.5 0.001 5 311 -61 2375.9559435128685 2369.248812019145 50 GTEX 1 100 100 0.5 0.001 5 311 -62 2375.0190504474426 2369.4421110552075 50 GTEX 1 100 100 0.5 0.001 5 311 -63 2375.370436966073 2367.7561276512 50 GTEX 1 100 100 0.5 0.001 5 311 -64 2374.94380783866 2369.7151319844643 50 GTEX 1 100 100 0.5 0.001 5 311 -65 2373.495933138633 2369.207606790637 50 GTEX 1 100 100 0.5 0.001 5 311 -66 2373.3994539316673 2366.7674518773765 50 GTEX 1 100 100 0.5 0.001 5 311 -67 2373.0122637919467 2367.544022360682 50 GTEX 1 100 100 0.5 0.001 5 311 -68 2373.232482091368 2366.589425554747 50 GTEX 1 100 100 0.5 0.001 5 311 -69 2372.1305228338406 2365.2990033399924 50 GTEX 1 100 100 0.5 0.001 5 311 -70 2372.293155768888 2364.521567225003 50 GTEX 1 100 100 0.5 0.001 5 311 -71 2371.3018947241485 2366.1192928647815 50 GTEX 1 100 100 0.5 0.001 5 311 -72 2372.123726378679 2368.0704979261973 50 GTEX 1 100 100 0.5 0.001 5 311 -73 2370.826785127779 2365.0699017310776 50 GTEX 1 100 100 0.5 0.001 5 311 -74 2371.0088245991833 2364.77602534421 50 GTEX 1 100 100 0.5 0.001 5 311 -75 2370.1489681776993 2364.029292697689 50 GTEX 1 100 100 0.5 0.001 5 311 -76 2369.589766538948 2362.921756874926 50 GTEX 1 100 100 0.5 0.001 5 311 -77 2369.6160794930333 2363.1401162963402 50 GTEX 1 100 100 0.5 0.001 5 311 -78 2369.1812649883313 2362.5040712537875 50 GTEX 1 100 100 0.5 0.001 5 311 -79 2368.8858448776837 2363.198664792137 50 GTEX 1 100 100 0.5 0.001 5 311 -80 2369.1142715320325 2363.4839289560064 50 GTEX 1 100 100 0.5 0.001 5 311 -81 2368.635667942136 2361.584051211977 50 GTEX 1 100 100 0.5 0.001 5 311 -82 2367.7524406841694 2361.8230945891755 50 GTEX 1 100 100 0.5 0.001 5 311 -83 2367.9847154352374 2361.589615390328 50 GTEX 1 100 100 0.5 0.001 5 311 -84 2367.3370518767497 2361.854319061163 50 GTEX 1 100 100 0.5 0.001 5 311 -85 2367.501225525592 2361.542379517066 50 GTEX 1 100 100 0.5 0.001 5 311 -86 2367.3885894288633 2360.6780843408387 50 GTEX 1 100 100 0.5 0.001 5 311 -87 2367.1098511863993 2362.937822581244 50 GTEX 1 100 100 0.5 0.001 5 311 -88 2366.968635601794 2360.4433048378833 50 GTEX 1 100 100 0.5 0.001 5 311 -89 2366.6462994191997 2359.56620504285 50 GTEX 1 100 100 0.5 0.001 5 311 -90 2366.6846604178495 2360.9030613192135 50 GTEX 1 100 100 0.5 0.001 5 311 -91 2365.861904706398 2358.676348203942 50 GTEX 1 100 100 0.5 0.001 5 311 -92 2365.833616939104 2360.9564594225285 50 GTEX 1 100 100 0.5 0.001 5 311 -93 2365.678430589688 2359.3299286700926 50 GTEX 1 100 100 0.5 0.001 5 311 -94 2365.5107193903823 2359.3346230394486 50 GTEX 1 100 100 0.5 0.001 5 311 -95 2365.4485023944194 2359.4454679888013 50 GTEX 1 100 100 0.5 0.001 5 311 -96 2365.057148943988 2358.4786089182808 50 GTEX 1 100 100 0.5 0.001 5 311 -97 2365.1921895269834 2359.668024679554 50 GTEX 1 100 100 0.5 0.001 5 311 -98 2364.585124024572 2358.6870985139913 50 GTEX 1 100 100 0.5 0.001 5 311 -99 2365.0048306163844 2359.6086096237823 50 GTEX 1 100 100 0.5 0.001 5 311 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index f7943bdb2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4693.217092180196 3549.55475944258 50 GTEX 1 100 100 0.0 0.001 5 5864 -1 3486.0338207618406 3090.9556996160586 50 GTEX 1 100 100 0.0 0.001 5 5864 -2 2943.316123632792 2713.092451320402 50 GTEX 1 100 100 0.0 0.001 5 5864 -3 2720.774904613146 2655.0986889741266 50 GTEX 1 100 100 0.0 0.001 5 5864 -4 2640.0505413644933 2650.2628248091432 50 GTEX 1 100 100 0.0 0.001 5 5864 -5 2598.6711549566503 2546.5802972017586 50 GTEX 1 100 100 0.0 0.001 5 5864 -6 2576.2202667304023 2588.303961112019 50 GTEX 1 100 100 0.0 0.001 5 5864 -7 2552.9472954881926 2526.735357596394 50 GTEX 1 100 100 0.0 0.001 5 5864 -8 2535.354686246674 2502.6588060502318 50 GTEX 1 100 100 0.0 0.001 5 5864 -9 2522.0696381282514 2493.2485815708174 50 GTEX 1 100 100 0.0 0.001 5 5864 -10 2507.813174474903 2474.3987057762 50 GTEX 1 100 100 0.0 0.001 5 5864 -11 2500.461387872016 2478.5082181633197 50 GTEX 1 100 100 0.0 0.001 5 5864 -12 2488.8575771997052 2469.8946630673718 50 GTEX 1 100 100 0.0 0.001 5 5864 -13 2481.7362973076297 2455.575698910557 50 GTEX 1 100 100 0.0 0.001 5 5864 -14 2473.0927785694303 2447.4451031703006 50 GTEX 1 100 100 0.0 0.001 5 5864 -15 2467.9350490261813 2446.8509925291114 50 GTEX 1 100 100 0.0 0.001 5 5864 -16 2461.0319732153466 2441.360687139823 50 GTEX 1 100 100 0.0 0.001 5 5864 -17 2454.399445473008 2438.638520099364 50 GTEX 1 100 100 0.0 0.001 5 5864 -18 2450.198692946345 2425.603988589443 50 GTEX 1 100 100 0.0 0.001 5 5864 -19 2445.266571982982 2421.1852679234494 50 GTEX 1 100 100 0.0 0.001 5 5864 -20 2439.6421973306124 2415.4024435413203 50 GTEX 1 100 100 0.0 0.001 5 5864 -21 2435.400151693671 2416.744159190827 50 GTEX 1 100 100 0.0 0.001 5 5864 -22 2432.0081035500784 2412.1987592457817 50 GTEX 1 100 100 0.0 0.001 5 5864 -23 2429.8814793586025 2409.6621757478315 50 GTEX 1 100 100 0.0 0.001 5 5864 -24 2427.2296903728493 2404.915054843453 50 GTEX 1 100 100 0.0 0.001 5 5864 -25 2422.239084461567 2403.31923289716 50 GTEX 1 100 100 0.0 0.001 5 5864 -26 2419.092274582926 2401.029521057361 50 GTEX 1 100 100 0.0 0.001 5 5864 -27 2417.5421495237156 2394.349025015595 50 GTEX 1 100 100 0.0 0.001 5 5864 -28 2414.546869532818 2393.584450377258 50 GTEX 1 100 100 0.0 0.001 5 5864 -29 2410.895063371861 2392.4559256550024 50 GTEX 1 100 100 0.0 0.001 5 5864 -30 2409.5699822512574 2390.91653825303 50 GTEX 1 100 100 0.0 0.001 5 5864 -31 2407.3334169227646 2386.410159034874 50 GTEX 1 100 100 0.0 0.001 5 5864 -32 2405.518188541034 2387.9133964509565 50 GTEX 1 100 100 0.0 0.001 5 5864 -33 2404.066162160952 2384.0488053818617 50 GTEX 1 100 100 0.0 0.001 5 5864 -34 2402.413175939695 2382.2493478753267 50 GTEX 1 100 100 0.0 0.001 5 5864 -35 2399.724647413177 2380.831800105454 50 GTEX 1 100 100 0.0 0.001 5 5864 -36 2398.7775655319133 2377.3902987055903 50 GTEX 1 100 100 0.0 0.001 5 5864 -37 2397.6714298888573 2379.703947466136 50 GTEX 1 100 100 0.0 0.001 5 5864 -38 2396.0448396609604 2375.3209674095474 50 GTEX 1 100 100 0.0 0.001 5 5864 -39 2394.5868458258788 2375.309494656755 50 GTEX 1 100 100 0.0 0.001 5 5864 -40 2393.352686985879 2374.4425921421994 50 GTEX 1 100 100 0.0 0.001 5 5864 -41 2392.3408305247835 2371.54121520764 50 GTEX 1 100 100 0.0 0.001 5 5864 -42 2391.5899024964183 2371.479989287518 50 GTEX 1 100 100 0.0 0.001 5 5864 -43 2390.4113098254134 2371.070897787696 50 GTEX 1 100 100 0.0 0.001 5 5864 -44 2389.225602725875 2367.641340248485 50 GTEX 1 100 100 0.0 0.001 5 5864 -45 2388.603936984847 2367.3990209311132 50 GTEX 1 100 100 0.0 0.001 5 5864 -46 2387.6357229492082 2367.4349416290397 50 GTEX 1 100 100 0.0 0.001 5 5864 -47 2386.4959149060965 2368.6362197933995 50 GTEX 1 100 100 0.0 0.001 5 5864 -48 2385.5408471481114 2365.893278984969 50 GTEX 1 100 100 0.0 0.001 5 5864 -49 2384.177321602755 2364.4217714955143 50 GTEX 1 100 100 0.0 0.001 5 5864 -50 2383.0670413199305 2362.2695386763307 50 GTEX 1 100 100 0.0 0.001 5 5864 -51 2382.9455187056024 2361.8245445802636 50 GTEX 1 100 100 0.0 0.001 5 5864 -52 2382.4203050419383 2362.1342847700807 50 GTEX 1 100 100 0.0 0.001 5 5864 -53 2381.1933022790517 2362.496807606048 50 GTEX 1 100 100 0.0 0.001 5 5864 -54 2380.771366650066 2361.0056444755523 50 GTEX 1 100 100 0.0 0.001 5 5864 -55 2380.1963988187586 2359.2174944859494 50 GTEX 1 100 100 0.0 0.001 5 5864 -56 2379.9450783653497 2360.0011919260933 50 GTEX 1 100 100 0.0 0.001 5 5864 -57 2378.5495486583327 2359.2907348168665 50 GTEX 1 100 100 0.0 0.001 5 5864 -58 2377.400930560805 2357.29246329536 50 GTEX 1 100 100 0.0 0.001 5 5864 -59 2377.604685060399 2357.4847908745246 50 GTEX 1 100 100 0.0 0.001 5 5864 -60 2377.0734318626132 2357.8354538602066 50 GTEX 1 100 100 0.0 0.001 5 5864 -61 2376.168864155793 2358.119691565916 50 GTEX 1 100 100 0.0 0.001 5 5864 -62 2375.763932365594 2355.8620740070996 50 GTEX 1 100 100 0.0 0.001 5 5864 -63 2375.280612119113 2354.5772937150964 50 GTEX 1 100 100 0.0 0.001 5 5864 -64 2374.368178994096 2354.140993531666 50 GTEX 1 100 100 0.0 0.001 5 5864 -65 2374.2609780241974 2354.359779270883 50 GTEX 1 100 100 0.0 0.001 5 5864 -66 2373.8741617675214 2353.4992852156606 50 GTEX 1 100 100 0.0 0.001 5 5864 -67 2373.459860826176 2353.8958772724573 50 GTEX 1 100 100 0.0 0.001 5 5864 -68 2372.944899469869 2353.585307654319 50 GTEX 1 100 100 0.0 0.001 5 5864 -69 2373.052565176031 2352.1315398125594 50 GTEX 1 100 100 0.0 0.001 5 5864 -70 2372.0723296322917 2352.231399826224 50 GTEX 1 100 100 0.0 0.001 5 5864 -71 2372.1593179788383 2351.7291705345474 50 GTEX 1 100 100 0.0 0.001 5 5864 -72 2371.666280834907 2352.335130814817 50 GTEX 1 100 100 0.0 0.001 5 5864 -73 2371.1893181732844 2351.546515287102 50 GTEX 1 100 100 0.0 0.001 5 5864 -74 2370.4390016956518 2351.064467513516 50 GTEX 1 100 100 0.0 0.001 5 5864 -75 2370.321983420409 2351.7125341611218 50 GTEX 1 100 100 0.0 0.001 5 5864 -76 2370.0435923697946 2350.983378479236 50 GTEX 1 100 100 0.0 0.001 5 5864 -77 2370.34495061381 2349.347971404913 50 GTEX 1 100 100 0.0 0.001 5 5864 -78 2369.8164634233144 2350.1091870210016 50 GTEX 1 100 100 0.0 0.001 5 5864 -79 2369.429005984811 2348.863124368762 50 GTEX 1 100 100 0.0 0.001 5 5864 -80 2368.9657486202073 2349.770156454224 50 GTEX 1 100 100 0.0 0.001 5 5864 -81 2368.9382688353708 2348.913457718186 50 GTEX 1 100 100 0.0 0.001 5 5864 -82 2368.7214172627614 2349.4187907519904 50 GTEX 1 100 100 0.0 0.001 5 5864 -83 2368.3480842633044 2348.535664489514 50 GTEX 1 100 100 0.0 0.001 5 5864 -84 2367.9676264682994 2348.4938848807333 50 GTEX 1 100 100 0.0 0.001 5 5864 -85 2368.0819854752444 2348.5299090831454 50 GTEX 1 100 100 0.0 0.001 5 5864 -86 2367.8766385299346 2347.9975135716195 50 GTEX 1 100 100 0.0 0.001 5 5864 -87 2367.8060812703834 2347.7248437685657 50 GTEX 1 100 100 0.0 0.001 5 5864 -88 2367.220416433194 2347.2963741868166 50 GTEX 1 100 100 0.0 0.001 5 5864 -89 2367.3420431560785 2348.104082346869 50 GTEX 1 100 100 0.0 0.001 5 5864 -90 2367.3230157120624 2347.540758488296 50 GTEX 1 100 100 0.0 0.001 5 5864 -91 2367.0740074640444 2347.0849785750356 50 GTEX 1 100 100 0.0 0.001 5 5864 -92 2366.6713274565595 2347.448570338492 50 GTEX 1 100 100 0.0 0.001 5 5864 -93 2366.447292135675 2346.151121190292 50 GTEX 1 100 100 0.0 0.001 5 5864 -94 2366.2215809429713 2347.8388606894605 50 GTEX 1 100 100 0.0 0.001 5 5864 -95 2366.497924353387 2346.1092728879516 50 GTEX 1 100 100 0.0 0.001 5 5864 -96 2365.430095681875 2347.374618936401 50 GTEX 1 100 100 0.0 0.001 5 5864 -97 2365.8569319174912 2346.5605659049725 50 GTEX 1 100 100 0.0 0.001 5 5864 -98 2365.6387705679517 2345.4686905893536 50 GTEX 1 100 100 0.0 0.001 5 5864 -99 2365.3679958950747 2347.045725311163 50 GTEX 1 100 100 0.0 0.001 5 5864 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index 44f67c95c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4709.736606435513 4241.541995900666 50 GTEX 1 100 100 1.0 0.001 5 8477 -1 3427.805968961054 3164.3937737642586 50 GTEX 1 100 100 1.0 0.001 5 8477 -2 2886.234318755075 2751.622037822303 50 GTEX 1 100 100 1.0 0.001 5 8477 -3 2706.237473087023 2633.847284469314 50 GTEX 1 100 100 1.0 0.001 5 8477 -4 2637.590990543013 2632.1368566012657 50 GTEX 1 100 100 1.0 0.001 5 8477 -5 2599.352488800529 2548.1040043703956 50 GTEX 1 100 100 1.0 0.001 5 8477 -6 2566.4162034433343 2543.238176817223 50 GTEX 1 100 100 1.0 0.001 5 8477 -7 2545.729141488402 2512.1611109976534 50 GTEX 1 100 100 1.0 0.001 5 8477 -8 2532.100017144258 2499.569327582878 50 GTEX 1 100 100 1.0 0.001 5 8477 -9 2517.2200343493764 2486.043096390061 50 GTEX 1 100 100 1.0 0.001 5 8477 -10 2507.1050508716135 2480.9457933549193 50 GTEX 1 100 100 1.0 0.001 5 8477 -11 2494.3270237238567 2476.7758552348205 50 GTEX 1 100 100 1.0 0.001 5 8477 -12 2488.202551900062 2468.4908048100347 50 GTEX 1 100 100 1.0 0.001 5 8477 -13 2480.5778328152232 2455.3800810027033 50 GTEX 1 100 100 1.0 0.001 5 8477 -14 2471.9645587602413 2449.6372074953956 50 GTEX 1 100 100 1.0 0.001 5 8477 -15 2464.06020300988 2447.0996738912486 50 GTEX 1 100 100 1.0 0.001 5 8477 -16 2458.451265513387 2437.786066903814 50 GTEX 1 100 100 1.0 0.001 5 8477 -17 2451.749017583489 2433.5939036322184 50 GTEX 1 100 100 1.0 0.001 5 8477 -18 2447.146522490543 2429.0049287629217 50 GTEX 1 100 100 1.0 0.001 5 8477 -19 2442.4286344485286 2427.0217317646448 50 GTEX 1 100 100 1.0 0.001 5 8477 -20 2437.651231075298 2420.5079647397815 50 GTEX 1 100 100 1.0 0.001 5 8477 -21 2433.6383256115405 2420.551296915845 50 GTEX 1 100 100 1.0 0.001 5 8477 -22 2430.0857963074445 2418.8342749301924 50 GTEX 1 100 100 1.0 0.001 5 8477 -23 2426.044547398818 2408.949759943857 50 GTEX 1 100 100 1.0 0.001 5 8477 -24 2423.6788012491584 2410.5228828459185 50 GTEX 1 100 100 1.0 0.001 5 8477 -25 2419.887977620245 2405.3526509216076 50 GTEX 1 100 100 1.0 0.001 5 8477 -26 2417.9994024008975 2402.802591418132 50 GTEX 1 100 100 1.0 0.001 5 8477 -27 2415.458939399691 2405.418252807153 50 GTEX 1 100 100 1.0 0.001 5 8477 -28 2412.898301619895 2400.735060079016 50 GTEX 1 100 100 1.0 0.001 5 8477 -29 2411.5577578127063 2403.679918644546 50 GTEX 1 100 100 1.0 0.001 5 8477 -30 2409.064182138448 2394.6722486372682 50 GTEX 1 100 100 1.0 0.001 5 8477 -31 2406.4153134531466 2396.5905552853196 50 GTEX 1 100 100 1.0 0.001 5 8477 -32 2404.9689255429635 2390.021487159874 50 GTEX 1 100 100 1.0 0.001 5 8477 -33 2403.5145819287145 2389.5858237843095 50 GTEX 1 100 100 1.0 0.001 5 8477 -34 2401.729227828617 2388.656190125208 50 GTEX 1 100 100 1.0 0.001 5 8477 -35 2400.3915678825956 2386.701004782557 50 GTEX 1 100 100 1.0 0.001 5 8477 -36 2398.2119957091904 2385.1493773949915 50 GTEX 1 100 100 1.0 0.001 5 8477 -37 2397.0936684306753 2382.916170649655 50 GTEX 1 100 100 1.0 0.001 5 8477 -38 2395.8104975414185 2382.8109140142287 50 GTEX 1 100 100 1.0 0.001 5 8477 -39 2394.6496897167876 2382.2491028064105 50 GTEX 1 100 100 1.0 0.001 5 8477 -40 2393.0785829796514 2380.0426916550323 50 GTEX 1 100 100 1.0 0.001 5 8477 -41 2392.4921326218705 2378.1298164396685 50 GTEX 1 100 100 1.0 0.001 5 8477 -42 2391.1702075352623 2378.1486315128923 50 GTEX 1 100 100 1.0 0.001 5 8477 -43 2390.1597267151683 2377.524856857474 50 GTEX 1 100 100 1.0 0.001 5 8477 -44 2388.6295044938174 2377.4948085306264 50 GTEX 1 100 100 1.0 0.001 5 8477 -45 2388.0010921211924 2376.5980456682214 50 GTEX 1 100 100 1.0 0.001 5 8477 -46 2387.2758335183235 2374.3998744950095 50 GTEX 1 100 100 1.0 0.001 5 8477 -47 2386.0525656402256 2374.8771197532974 50 GTEX 1 100 100 1.0 0.001 5 8477 -48 2385.377773331251 2374.093427418756 50 GTEX 1 100 100 1.0 0.001 5 8477 -49 2384.53628199952 2371.027626414716 50 GTEX 1 100 100 1.0 0.001 5 8477 -50 2383.7499902261225 2370.9229935910766 50 GTEX 1 100 100 1.0 0.001 5 8477 -51 2382.8330830120417 2369.884461609583 50 GTEX 1 100 100 1.0 0.001 5 8477 -52 2381.8480939856045 2369.9122175209422 50 GTEX 1 100 100 1.0 0.001 5 8477 -53 2381.1642878407397 2368.606516326788 50 GTEX 1 100 100 1.0 0.001 5 8477 -54 2380.1671732492227 2370.549108004842 50 GTEX 1 100 100 1.0 0.001 5 8477 -55 2379.708942133282 2365.783641742663 50 GTEX 1 100 100 1.0 0.001 5 8477 -56 2378.6997892710783 2365.7193584949796 50 GTEX 1 100 100 1.0 0.001 5 8477 -57 2378.1948021952903 2365.1172510879574 50 GTEX 1 100 100 1.0 0.001 5 8477 -58 2377.635229278142 2364.843491470859 50 GTEX 1 100 100 1.0 0.001 5 8477 -59 2377.0718939339863 2362.8635049682152 50 GTEX 1 100 100 1.0 0.001 5 8477 -60 2376.587852973652 2363.3571043993584 50 GTEX 1 100 100 1.0 0.001 5 8477 -61 2375.527889797702 2363.0191993858425 50 GTEX 1 100 100 1.0 0.001 5 8477 -62 2375.096351398691 2361.496440930965 50 GTEX 1 100 100 1.0 0.001 5 8477 -63 2374.602887260104 2361.933842067936 50 GTEX 1 100 100 1.0 0.001 5 8477 -64 2373.7767188149874 2360.7400180831155 50 GTEX 1 100 100 1.0 0.001 5 8477 -65 2373.6713969826105 2360.081894327026 50 GTEX 1 100 100 1.0 0.001 5 8477 -66 2373.2485341762836 2361.0480465036835 50 GTEX 1 100 100 1.0 0.001 5 8477 -67 2372.4860509749738 2359.522372749822 50 GTEX 1 100 100 1.0 0.001 5 8477 -68 2372.310245844735 2359.955539021655 50 GTEX 1 100 100 1.0 0.001 5 8477 -69 2372.060259899519 2359.0001545605096 50 GTEX 1 100 100 1.0 0.001 5 8477 -70 2371.410478607432 2360.8434385582523 50 GTEX 1 100 100 1.0 0.001 5 8477 -71 2370.3885930908436 2358.2238054746913 50 GTEX 1 100 100 1.0 0.001 5 8477 -72 2369.8310750089126 2357.1233058682865 50 GTEX 1 100 100 1.0 0.001 5 8477 -73 2369.8266176308575 2357.2863867001843 50 GTEX 1 100 100 1.0 0.001 5 8477 -74 2370.1388465669397 2358.289002625208 50 GTEX 1 100 100 1.0 0.001 5 8477 -75 2369.2629103378017 2356.7621053833473 50 GTEX 1 100 100 1.0 0.001 5 8477 -76 2368.7911829414015 2356.300588629545 50 GTEX 1 100 100 1.0 0.001 5 8477 -77 2368.5844572862475 2355.5598627242753 50 GTEX 1 100 100 1.0 0.001 5 8477 -78 2368.2384083104057 2356.04623540726 50 GTEX 1 100 100 1.0 0.001 5 8477 -79 2368.492946174664 2355.599161474424 50 GTEX 1 100 100 1.0 0.001 5 8477 -80 2368.2587045532755 2354.4710781547055 50 GTEX 1 100 100 1.0 0.001 5 8477 -81 2367.5264717344626 2355.297073654349 50 GTEX 1 100 100 1.0 0.001 5 8477 -82 2367.0978397358504 2354.6023701134745 50 GTEX 1 100 100 1.0 0.001 5 8477 -83 2367.809456249546 2354.1461868576225 50 GTEX 1 100 100 1.0 0.001 5 8477 -84 2367.05552735716 2354.5104530247445 50 GTEX 1 100 100 1.0 0.001 5 8477 -85 2366.902975467413 2355.024649848503 50 GTEX 1 100 100 1.0 0.001 5 8477 -86 2366.4538928296156 2353.58311085284 50 GTEX 1 100 100 1.0 0.001 5 8477 -87 2365.7237189206176 2354.3427209890388 50 GTEX 1 100 100 1.0 0.001 5 8477 -88 2366.1653311441223 2353.6744050580737 50 GTEX 1 100 100 1.0 0.001 5 8477 -89 2365.744058900944 2352.301109400992 50 GTEX 1 100 100 1.0 0.001 5 8477 -90 2365.689330654964 2353.6258869823846 50 GTEX 1 100 100 1.0 0.001 5 8477 -91 2365.646988180984 2353.5288517592976 50 GTEX 1 100 100 1.0 0.001 5 8477 -92 2365.455437927472 2352.9274322161655 50 GTEX 1 100 100 1.0 0.001 5 8477 -93 2365.297912243063 2352.377819684975 50 GTEX 1 100 100 1.0 0.001 5 8477 -94 2365.5618134818233 2352.4423582127793 50 GTEX 1 100 100 1.0 0.001 5 8477 -95 2365.219509525688 2353.791499728939 50 GTEX 1 100 100 1.0 0.001 5 8477 -96 2364.8217185586486 2352.2205555266755 50 GTEX 1 100 100 1.0 0.001 5 8477 -97 2364.651645240127 2352.607793655686 50 GTEX 1 100 100 1.0 0.001 5 8477 -98 2364.8389775111077 2351.9788419194097 50 GTEX 1 100 100 1.0 0.001 5 8477 -99 2364.5989153523424 2353.367991864455 50 GTEX 1 100 100 1.0 0.001 5 8477 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index d37ae571a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4699.005699949908 3986.4573273749406 50 GTEX 1 50 100 0.5 0.001 5 5639 -1 3445.376953718138 3130.2853182368403 50 GTEX 1 50 100 0.5 0.001 5 5639 -2 2894.774930659627 2905.6407182932808 50 GTEX 1 50 100 0.5 0.001 5 5639 -3 2706.5123031195535 2649.8834947941423 50 GTEX 1 50 100 0.5 0.001 5 5639 -4 2633.34496180606 2598.830253572065 50 GTEX 1 50 100 0.5 0.001 5 5639 -5 2591.271738624754 2557.380308434084 50 GTEX 1 50 100 0.5 0.001 5 5639 -6 2566.1322118578432 2599.109641419617 50 GTEX 1 50 100 0.5 0.001 5 5639 -7 2548.3517554760533 2563.852717294439 50 GTEX 1 50 100 0.5 0.001 5 5639 -8 2533.569796418645 2509.4953636488535 50 GTEX 1 50 100 0.5 0.001 5 5639 -9 2517.219208108594 2496.674977813837 50 GTEX 1 50 100 0.5 0.001 5 5639 -10 2507.237882919368 2483.232137353701 50 GTEX 1 50 100 0.5 0.001 5 5639 -11 2495.071288288842 2479.3289711375655 50 GTEX 1 50 100 0.5 0.001 5 5639 -12 2483.640671367893 2472.4793032802104 50 GTEX 1 50 100 0.5 0.001 5 5639 -13 2476.7848383282058 2464.659189898705 50 GTEX 1 50 100 0.5 0.001 5 5639 -14 2470.418046992596 2454.9117491979564 50 GTEX 1 50 100 0.5 0.001 5 5639 -15 2461.951779815329 2447.9023957343156 50 GTEX 1 50 100 0.5 0.001 5 5639 -16 2452.926106676275 2437.1869820134266 50 GTEX 1 50 100 0.5 0.001 5 5639 -17 2447.4586679489444 2435.4009582751605 50 GTEX 1 50 100 0.5 0.001 5 5639 -18 2441.4060949073923 2428.043402726206 50 GTEX 1 50 100 0.5 0.001 5 5639 -19 2436.7638373604113 2422.777951780834 50 GTEX 1 50 100 0.5 0.001 5 5639 -20 2431.815034219402 2421.421141185688 50 GTEX 1 50 100 0.5 0.001 5 5639 -21 2428.8501590073165 2414.5353493346006 50 GTEX 1 50 100 0.5 0.001 5 5639 -22 2425.0749933104385 2414.7034109137358 50 GTEX 1 50 100 0.5 0.001 5 5639 -23 2421.97135361651 2414.6344411871733 50 GTEX 1 50 100 0.5 0.001 5 5639 -24 2419.7024852107565 2405.860506587155 50 GTEX 1 50 100 0.5 0.001 5 5639 -25 2416.320274848652 2404.1199640194272 50 GTEX 1 50 100 0.5 0.001 5 5639 -26 2413.3536110943774 2401.9455733498694 50 GTEX 1 50 100 0.5 0.001 5 5639 -27 2411.646397673745 2398.4500987701995 50 GTEX 1 50 100 0.5 0.001 5 5639 -28 2408.7798978524083 2394.930858539538 50 GTEX 1 50 100 0.5 0.001 5 5639 -29 2406.4852100604817 2398.839706827026 50 GTEX 1 50 100 0.5 0.001 5 5639 -30 2404.8482474793195 2394.215710774121 50 GTEX 1 50 100 0.5 0.001 5 5639 -31 2402.5924315323127 2391.8436367484555 50 GTEX 1 50 100 0.5 0.001 5 5639 -32 2401.0665417690648 2389.7835103894367 50 GTEX 1 50 100 0.5 0.001 5 5639 -33 2399.4514671801967 2388.672605565292 50 GTEX 1 50 100 0.5 0.001 5 5639 -34 2397.6053660082393 2388.5435373284517 50 GTEX 1 50 100 0.5 0.001 5 5639 -35 2396.224229122173 2386.852101373129 50 GTEX 1 50 100 0.5 0.001 5 5639 -36 2395.7718984624635 2384.8653880072184 50 GTEX 1 50 100 0.5 0.001 5 5639 -37 2394.236100282767 2386.4836634646804 50 GTEX 1 50 100 0.5 0.001 5 5639 -38 2392.0224115523415 2386.4160708583354 50 GTEX 1 50 100 0.5 0.001 5 5639 -39 2390.408758637116 2380.7900181759446 50 GTEX 1 50 100 0.5 0.001 5 5639 -40 2389.431539997904 2378.4264273407794 50 GTEX 1 50 100 0.5 0.001 5 5639 -41 2388.041520436739 2379.6120197020555 50 GTEX 1 50 100 0.5 0.001 5 5639 -42 2387.437688927244 2377.3489902046695 50 GTEX 1 50 100 0.5 0.001 5 5639 -43 2385.5869211543636 2374.6847169825332 50 GTEX 1 50 100 0.5 0.001 5 5639 -44 2384.785696314748 2374.9993757240672 50 GTEX 1 50 100 0.5 0.001 5 5639 -45 2383.839019649671 2375.525131167568 50 GTEX 1 50 100 0.5 0.001 5 5639 -46 2382.726924313982 2372.81110709883 50 GTEX 1 50 100 0.5 0.001 5 5639 -47 2381.7658508307227 2374.0239076795688 50 GTEX 1 50 100 0.5 0.001 5 5639 -48 2380.7796584568846 2372.5238918986156 50 GTEX 1 50 100 0.5 0.001 5 5639 -49 2380.0497411701917 2370.4214702649715 50 GTEX 1 50 100 0.5 0.001 5 5639 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index 5882afbcb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4698.1817890641505 3983.9513482503567 50 GTEX 1 50 100 0.0 0.001 5 886 -1 3461.026530171418 3001.744992796459 50 GTEX 1 50 100 0.0 0.001 5 886 -2 2911.031515467793 2834.2107880450926 50 GTEX 1 50 100 0.0 0.001 5 886 -3 2723.9241381296956 2722.1358726124345 50 GTEX 1 50 100 0.0 0.001 5 886 -4 2641.4308007162626 2579.375289626901 50 GTEX 1 50 100 0.0 0.001 5 886 -5 2597.4032010660385 2587.3857059841375 50 GTEX 1 50 100 0.0 0.001 5 886 -6 2564.052491291707 2528.698755996762 50 GTEX 1 50 100 0.0 0.001 5 886 -7 2538.9710743776077 2517.8829976941242 50 GTEX 1 50 100 0.0 0.001 5 886 -8 2523.037628705718 2507.5300729265687 50 GTEX 1 50 100 0.0 0.001 5 886 -9 2506.6769611555683 2490.616155240019 50 GTEX 1 50 100 0.0 0.001 5 886 -10 2494.9738759731586 2483.5243031316836 50 GTEX 1 50 100 0.0 0.001 5 886 -11 2484.112342287271 2481.4491537696053 50 GTEX 1 50 100 0.0 0.001 5 886 -12 2476.5274139465546 2462.3246332320878 50 GTEX 1 50 100 0.0 0.001 5 886 -13 2469.616265145126 2458.530007946174 50 GTEX 1 50 100 0.0 0.001 5 886 -14 2461.9593809004305 2451.39559367945 50 GTEX 1 50 100 0.0 0.001 5 886 -15 2456.19786198625 2442.6958202753685 50 GTEX 1 50 100 0.0 0.001 5 886 -16 2450.318676755234 2439.337851172618 50 GTEX 1 50 100 0.0 0.001 5 886 -17 2445.5793329893477 2433.3042836932627 50 GTEX 1 50 100 0.0 0.001 5 886 -18 2441.0532479806498 2428.9063265840364 50 GTEX 1 50 100 0.0 0.001 5 886 -19 2434.879735250162 2424.916587916617 50 GTEX 1 50 100 0.0 0.001 5 886 -20 2431.0754216074174 2427.016946886882 50 GTEX 1 50 100 0.0 0.001 5 886 -21 2428.908808692778 2423.8267664456093 50 GTEX 1 50 100 0.0 0.001 5 886 -22 2426.155013075849 2417.144344199293 50 GTEX 1 50 100 0.0 0.001 5 886 -23 2421.728136197408 2410.2456685925617 50 GTEX 1 50 100 0.0 0.001 5 886 -24 2419.353470727057 2406.8080135679065 50 GTEX 1 50 100 0.0 0.001 5 886 -25 2416.987919436018 2405.355133172677 50 GTEX 1 50 100 0.0 0.001 5 886 -26 2414.1376919084055 2407.220648819956 50 GTEX 1 50 100 0.0 0.001 5 886 -27 2411.6632679534005 2400.9495148749406 50 GTEX 1 50 100 0.0 0.001 5 886 -28 2409.8075941067077 2400.064879674875 50 GTEX 1 50 100 0.0 0.001 5 886 -29 2407.4718118540472 2398.333441788706 50 GTEX 1 50 100 0.0 0.001 5 886 -30 2405.317002482307 2395.2411162517824 50 GTEX 1 50 100 0.0 0.001 5 886 -31 2403.8301229455774 2393.4876393365316 50 GTEX 1 50 100 0.0 0.001 5 886 -32 2401.2667788075105 2391.879835933787 50 GTEX 1 50 100 0.0 0.001 5 886 -33 2400.4525257504274 2390.776174567045 50 GTEX 1 50 100 0.0 0.001 5 886 -34 2399.126880207749 2389.507313079254 50 GTEX 1 50 100 0.0 0.001 5 886 -35 2396.786420149021 2388.0312922372564 50 GTEX 1 50 100 0.0 0.001 5 886 -36 2395.576673437376 2386.160170638516 50 GTEX 1 50 100 0.0 0.001 5 886 -37 2394.1118357476957 2386.6124471802223 50 GTEX 1 50 100 0.0 0.001 5 886 -38 2392.74027107217 2384.225397494356 50 GTEX 1 50 100 0.0 0.001 5 886 -39 2391.866976188256 2382.6263650524297 50 GTEX 1 50 100 0.0 0.001 5 886 -40 2391.0554760636455 2383.0422613919914 50 GTEX 1 50 100 0.0 0.001 5 886 -41 2389.3291395490996 2380.78010820164 50 GTEX 1 50 100 0.0 0.001 5 886 -42 2388.870103132716 2379.604577590304 50 GTEX 1 50 100 0.0 0.001 5 886 -43 2388.0196304329347 2378.8223644880286 50 GTEX 1 50 100 0.0 0.001 5 886 -44 2386.178695593286 2377.7836189995246 50 GTEX 1 50 100 0.0 0.001 5 886 -45 2385.995128998676 2375.8831160512714 50 GTEX 1 50 100 0.0 0.001 5 886 -46 2385.0553288107703 2375.610956344314 50 GTEX 1 50 100 0.0 0.001 5 886 -47 2384.4930878829914 2375.296172747594 50 GTEX 1 50 100 0.0 0.001 5 886 -48 2383.046987283541 2375.0630657935776 50 GTEX 1 50 100 0.0 0.001 5 886 -49 2382.4274268202207 2373.662548920954 50 GTEX 1 50 100 0.0 0.001 5 886 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index d0a016d30..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.001lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4696.580224397909 4384.847833553647 50 GTEX 1 50 100 1.0 0.001 5 1195 -1 3499.335812580048 3057.3830687084123 50 GTEX 1 50 100 1.0 0.001 5 1195 -2 2935.0940538412215 2728.5234082588227 50 GTEX 1 50 100 1.0 0.001 5 1195 -3 2719.680739829391 2761.9705638812975 50 GTEX 1 50 100 1.0 0.001 5 1195 -4 2647.7739178125744 2639.71173165325 50 GTEX 1 50 100 1.0 0.001 5 1195 -5 2605.4491979386044 2583.228408407349 50 GTEX 1 50 100 1.0 0.001 5 1195 -6 2586.4378644702074 2564.7993312589115 50 GTEX 1 50 100 1.0 0.001 5 1195 -7 2553.721388173227 2542.604586641145 50 GTEX 1 50 100 1.0 0.001 5 1195 -8 2534.314499750779 2513.892268307762 50 GTEX 1 50 100 1.0 0.001 5 1195 -9 2518.8708496867407 2497.2090217387267 50 GTEX 1 50 100 1.0 0.001 5 1195 -10 2502.6257086705796 2486.5886200299283 50 GTEX 1 50 100 1.0 0.001 5 1195 -11 2489.0590407952873 2473.054853200006 50 GTEX 1 50 100 1.0 0.001 5 1195 -12 2476.7689354818876 2465.118553016576 50 GTEX 1 50 100 1.0 0.001 5 1195 -13 2470.847671568425 2459.944124287072 50 GTEX 1 50 100 1.0 0.001 5 1195 -14 2461.9440049924656 2447.141806250743 50 GTEX 1 50 100 1.0 0.001 5 1195 -15 2456.460934817986 2453.7897582543665 50 GTEX 1 50 100 1.0 0.001 5 1195 -16 2448.9940943860497 2437.3152407802104 50 GTEX 1 50 100 1.0 0.001 5 1195 -17 2445.6482096061895 2441.1396435639704 50 GTEX 1 50 100 1.0 0.001 5 1195 -18 2439.585086295858 2433.273209140328 50 GTEX 1 50 100 1.0 0.001 5 1195 -19 2435.540412765024 2428.715009914152 50 GTEX 1 50 100 1.0 0.001 5 1195 -20 2431.6504875643272 2430.9673761288022 50 GTEX 1 50 100 1.0 0.001 5 1195 -21 2428.739083791064 2422.0199455000147 50 GTEX 1 50 100 1.0 0.001 5 1195 -22 2424.6945429683374 2415.9398267622682 50 GTEX 1 50 100 1.0 0.001 5 1195 -23 2422.631271528319 2412.9112818032618 50 GTEX 1 50 100 1.0 0.001 5 1195 -24 2418.9773097245284 2412.8018429832314 50 GTEX 1 50 100 1.0 0.001 5 1195 -25 2416.6420525276535 2410.085596352929 50 GTEX 1 50 100 1.0 0.001 5 1195 -26 2413.8131728502217 2402.8456581028695 50 GTEX 1 50 100 1.0 0.001 5 1195 -27 2411.450873990944 2408.473939612791 50 GTEX 1 50 100 1.0 0.001 5 1195 -28 2409.953758135786 2401.7439104087453 50 GTEX 1 50 100 1.0 0.001 5 1195 -29 2408.0298770925897 2400.3738287283895 50 GTEX 1 50 100 1.0 0.001 5 1195 -30 2405.551662059448 2397.0402948067667 50 GTEX 1 50 100 1.0 0.001 5 1195 -31 2404.3916049923832 2396.011478786686 50 GTEX 1 50 100 1.0 0.001 5 1195 -32 2401.8574519960785 2395.3798025152983 50 GTEX 1 50 100 1.0 0.001 5 1195 -33 2401.211942172068 2394.132780009803 50 GTEX 1 50 100 1.0 0.001 5 1195 -34 2399.0716625587156 2392.414897730142 50 GTEX 1 50 100 1.0 0.001 5 1195 -35 2397.2275886539674 2389.7382807858544 50 GTEX 1 50 100 1.0 0.001 5 1195 -36 2396.3055641574847 2389.183982704076 50 GTEX 1 50 100 1.0 0.001 5 1195 -37 2394.8037729074927 2387.3300537573523 50 GTEX 1 50 100 1.0 0.001 5 1195 -38 2393.797690435361 2385.2823716080234 50 GTEX 1 50 100 1.0 0.001 5 1195 -39 2392.1703136811175 2384.9564519961978 50 GTEX 1 50 100 1.0 0.001 5 1195 -40 2392.427071737062 2385.2473585469643 50 GTEX 1 50 100 1.0 0.001 5 1195 -41 2390.7215036545535 2382.8518054802607 50 GTEX 1 50 100 1.0 0.001 5 1195 -42 2389.606415165633 2381.543609735177 50 GTEX 1 50 100 1.0 0.001 5 1195 -43 2388.9977178383215 2380.837849316035 50 GTEX 1 50 100 1.0 0.001 5 1195 -44 2386.8622642251953 2382.953820290221 50 GTEX 1 50 100 1.0 0.001 5 1195 -45 2386.1622445072358 2379.594162625505 50 GTEX 1 50 100 1.0 0.001 5 1195 -46 2385.99974678179 2378.5485415150456 50 GTEX 1 50 100 1.0 0.001 5 1195 -47 2384.919154715888 2378.0656271814846 50 GTEX 1 50 100 1.0 0.001 5 1195 -48 2383.5166710111853 2376.027765194273 50 GTEX 1 50 100 1.0 0.001 5 1195 -49 2382.513389902507 2375.1437695869477 50 GTEX 1 50 100 1.0 0.001 5 1195 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 5b311f435..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4551.846200432258 3551.5816701446647 100 GTEX 1 100 100 0.5 0.0025 5 5314 -1 3271.1067046941844 2913.074863912488 100 GTEX 1 100 100 0.5 0.0025 5 5314 -2 2821.4827921218525 2833.822546897279 100 GTEX 1 100 100 0.5 0.0025 5 5314 -3 2660.9278091361357 2625.4383493865853 100 GTEX 1 100 100 0.5 0.0025 5 5314 -4 2598.7245519180115 2577.3594446218513 100 GTEX 1 100 100 0.5 0.0025 5 5314 -5 2571.115968653654 2522.505179865732 100 GTEX 1 100 100 0.5 0.0025 5 5314 -6 2545.904295869245 2489.335105750951 100 GTEX 1 100 100 0.5 0.0025 5 5314 -7 2527.0373513751715 2482.2398509906725 100 GTEX 1 100 100 0.5 0.0025 5 5314 -8 2511.086981087057 2458.808548263724 100 GTEX 1 100 100 0.5 0.0025 5 5314 -9 2496.763299178231 2446.9506891634983 100 GTEX 1 100 100 0.5 0.0025 5 5314 -10 2487.379010745385 2430.946870172885 100 GTEX 1 100 100 0.5 0.0025 5 5314 -11 2476.3785883282058 2431.868430482117 100 GTEX 1 100 100 0.5 0.0025 5 5314 -12 2470.9707885884027 2432.018663297588 100 GTEX 1 100 100 0.5 0.0025 5 5314 -13 2462.41277766064 2419.8096185836503 100 GTEX 1 100 100 0.5 0.0025 5 5314 -14 2457.3363965627723 2416.467837489603 100 GTEX 1 100 100 0.5 0.0025 5 5314 -15 2451.567181532519 2409.104236907379 100 GTEX 1 100 100 0.5 0.0025 5 5314 -16 2445.662404783351 2413.3003208174905 100 GTEX 1 100 100 0.5 0.0025 5 5314 -17 2441.614470129999 2395.717884832462 100 GTEX 1 100 100 0.5 0.0025 5 5314 -18 2437.2249407068634 2401.3986890669557 100 GTEX 1 100 100 0.5 0.0025 5 5314 -19 2434.734558924257 2393.0666578169557 100 GTEX 1 100 100 0.5 0.0025 5 5314 -20 2431.686521838607 2389.332967895972 100 GTEX 1 100 100 0.5 0.0025 5 5314 -21 2428.326746470676 2389.0796603938925 100 GTEX 1 100 100 0.5 0.0025 5 5314 -22 2427.0332667454627 2384.39833445966 100 GTEX 1 100 100 0.5 0.0025 5 5314 -23 2422.787465592857 2382.479773459779 100 GTEX 1 100 100 0.5 0.0025 5 5314 -24 2420.595236093552 2379.7454207387714 100 GTEX 1 100 100 0.5 0.0025 5 5314 -25 2418.8497656796717 2374.875743561371 100 GTEX 1 100 100 0.5 0.0025 5 5314 -26 2416.89315723368 2374.8452417641993 100 GTEX 1 100 100 0.5 0.0025 5 5314 -27 2415.398160917323 2376.3859362003923 100 GTEX 1 100 100 0.5 0.0025 5 5314 -28 2413.4307160523067 2373.538404341433 100 GTEX 1 100 100 0.5 0.0025 5 5314 -29 2412.0520707313067 2369.7382450466375 100 GTEX 1 100 100 0.5 0.0025 5 5314 -30 2410.4076641175843 2371.529278309173 100 GTEX 1 100 100 0.5 0.0025 5 5314 -31 2408.7940341284198 2368.675290183876 100 GTEX 1 100 100 0.5 0.0025 5 5314 -32 2408.0857049642427 2367.873577857652 100 GTEX 1 100 100 0.5 0.0025 5 5314 -33 2406.8049347868337 2364.898301969463 100 GTEX 1 100 100 0.5 0.0025 5 5314 -34 2405.1722997123643 2364.6112445787785 100 GTEX 1 100 100 0.5 0.0025 5 5314 -35 2403.4177370394777 2363.3896762862405 100 GTEX 1 100 100 0.5 0.0025 5 5314 -36 2402.0405689665417 2362.116689007545 100 GTEX 1 100 100 0.5 0.0025 5 5314 -37 2401.420064795391 2361.2617122519605 100 GTEX 1 100 100 0.5 0.0025 5 5314 -38 2400.018590817321 2358.4921308742278 100 GTEX 1 100 100 0.5 0.0025 5 5314 -39 2398.2685541717283 2355.9199079506297 100 GTEX 1 100 100 0.5 0.0025 5 5314 -40 2397.6790060879653 2356.9459734434413 100 GTEX 1 100 100 0.5 0.0025 5 5314 -41 2395.914264914679 2355.2930365152683 100 GTEX 1 100 100 0.5 0.0025 5 5314 -42 2395.868330837341 2356.817915651735 100 GTEX 1 100 100 0.5 0.0025 5 5314 -43 2395.118714829515 2351.9653812306915 100 GTEX 1 100 100 0.5 0.0025 5 5314 -44 2393.88769183104 2352.49678161389 100 GTEX 1 100 100 0.5 0.0025 5 5314 -45 2392.45872527699 2351.7214745351116 100 GTEX 1 100 100 0.5 0.0025 5 5314 -46 2391.9907791848495 2352.946154460254 100 GTEX 1 100 100 0.5 0.0025 5 5314 -47 2391.9939822572405 2351.9281186876187 100 GTEX 1 100 100 0.5 0.0025 5 5314 -48 2390.7315440570287 2349.3277286195935 100 GTEX 1 100 100 0.5 0.0025 5 5314 -49 2389.496555314266 2351.5745260144367 100 GTEX 1 100 100 0.5 0.0025 5 5314 -50 2389.286233336442 2347.8310064163497 100 GTEX 1 100 100 0.5 0.0025 5 5314 -51 2388.4458258993413 2346.9405921384864 100 GTEX 1 100 100 0.5 0.0025 5 5314 -52 2387.2800693465624 2347.5662670062975 100 GTEX 1 100 100 0.5 0.0025 5 5314 -53 2386.956955998881 2347.567581466849 100 GTEX 1 100 100 0.5 0.0025 5 5314 -54 2386.1345286536043 2346.1080252643774 100 GTEX 1 100 100 0.5 0.0025 5 5314 -55 2385.378014170936 2342.8739027596243 100 GTEX 1 100 100 0.5 0.0025 5 5314 -56 2384.291855636892 2344.276629893952 100 GTEX 1 100 100 0.5 0.0025 5 5314 -57 2383.4150010759004 2342.401488793667 100 GTEX 1 100 100 0.5 0.0025 5 5314 -58 2382.597931053264 2341.5985919676805 100 GTEX 1 100 100 0.5 0.0025 5 5314 -59 2382.4918962951897 2340.007615702234 100 GTEX 1 100 100 0.5 0.0025 5 5314 -60 2381.3748904758386 2338.982643736633 100 GTEX 1 100 100 0.5 0.0025 5 5314 -61 2380.488709289093 2339.0666541037904 100 GTEX 1 100 100 0.5 0.0025 5 5314 -62 2380.070879642772 2338.5441588195104 100 GTEX 1 100 100 0.5 0.0025 5 5314 -63 2379.3308612214632 2338.4026055281606 100 GTEX 1 100 100 0.5 0.0025 5 5314 -64 2378.7177973693156 2337.552442891516 100 GTEX 1 100 100 0.5 0.0025 5 5314 -65 2377.9596383995477 2336.71102661597 100 GTEX 1 100 100 0.5 0.0025 5 5314 -66 2377.5125100988134 2336.3275875193085 100 GTEX 1 100 100 0.5 0.0025 5 5314 -67 2376.817221814304 2336.1387684173005 100 GTEX 1 100 100 0.5 0.0025 5 5314 -68 2376.270459794137 2336.2833405121196 100 GTEX 1 100 100 0.5 0.0025 5 5314 -69 2375.205921927815 2334.48811601414 100 GTEX 1 100 100 0.5 0.0025 5 5314 -70 2375.3692496076005 2333.301134929004 100 GTEX 1 100 100 0.5 0.0025 5 5314 -71 2374.531594071429 2332.2458004099335 100 GTEX 1 100 100 0.5 0.0025 5 5314 -72 2374.250984376444 2333.720368940114 100 GTEX 1 100 100 0.5 0.0025 5 5314 -73 2373.150524132554 2334.9988275680253 100 GTEX 1 100 100 0.5 0.0025 5 5314 -74 2372.267957243129 2331.7001646788854 100 GTEX 1 100 100 0.5 0.0025 5 5314 -75 2371.87247088674 2331.417517600404 100 GTEX 1 100 100 0.5 0.0025 5 5314 -76 2371.67470431829 2330.7899026036716 100 GTEX 1 100 100 0.5 0.0025 5 5314 -77 2371.2468102861008 2329.925880577174 100 GTEX 1 100 100 0.5 0.0025 5 5314 -78 2370.8864643197257 2329.8117183786835 100 GTEX 1 100 100 0.5 0.0025 5 5314 -79 2369.816975584803 2328.633679524121 100 GTEX 1 100 100 0.5 0.0025 5 5314 -80 2369.91015478005 2329.422376277329 100 GTEX 1 100 100 0.5 0.0025 5 5314 -81 2369.730074545543 2329.6062763634745 100 GTEX 1 100 100 0.5 0.0025 5 5314 -82 2369.677593724005 2328.0392416602303 100 GTEX 1 100 100 0.5 0.0025 5 5314 -83 2369.3123614378815 2328.0680029111218 100 GTEX 1 100 100 0.5 0.0025 5 5314 -84 2368.592834865932 2328.5190438970412 100 GTEX 1 100 100 0.5 0.0025 5 5314 -85 2368.496536308072 2327.142644961977 100 GTEX 1 100 100 0.5 0.0025 5 5314 -86 2368.0187956045506 2328.702562455442 100 GTEX 1 100 100 0.5 0.0025 5 5314 -87 2367.9872510214345 2327.022625245069 100 GTEX 1 100 100 0.5 0.0025 5 5314 -88 2367.317842519987 2326.330299986633 100 GTEX 1 100 100 0.5 0.0025 5 5314 -89 2366.8045098681605 2325.789078280953 100 GTEX 1 100 100 0.5 0.0025 5 5314 -90 2366.7206925258874 2326.6025808356108 100 GTEX 1 100 100 0.5 0.0025 5 5314 -91 2366.3290240935617 2325.0929767333055 100 GTEX 1 100 100 0.5 0.0025 5 5314 -92 2366.7187408192603 2325.1728459927517 100 GTEX 1 100 100 0.5 0.0025 5 5314 -93 2365.51861175766 2325.8609122504754 100 GTEX 1 100 100 0.5 0.0025 5 5314 -94 2366.001591697847 2324.64022583472 100 GTEX 1 100 100 0.5 0.0025 5 5314 -95 2364.9609916044715 2325.646951305549 100 GTEX 1 100 100 0.5 0.0025 5 5314 -96 2365.090387038322 2324.9871227423955 100 GTEX 1 100 100 0.5 0.0025 5 5314 -97 2365.05245877229 2324.6131095161004 100 GTEX 1 100 100 0.5 0.0025 5 5314 -98 2364.8472211964095 2324.6914693738117 100 GTEX 1 100 100 0.5 0.0025 5 5314 -99 2364.840549068062 2323.421819302519 100 GTEX 1 100 100 0.5 0.0025 5 5314 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 8cebc9dd5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4498.220223225043 3721.272615962155 100 GTEX 1 100 100 0.0 0.0025 5 9309 -1 3232.478068682867 2942.772750564401 100 GTEX 1 100 100 0.0 0.0025 5 9309 -2 2783.4434478298795 2790.6906914656606 100 GTEX 1 100 100 0.0 0.0025 5 9309 -3 2646.113469945147 2622.6454985295863 100 GTEX 1 100 100 0.0 0.0025 5 9309 -4 2579.3724187422017 2569.8814627643774 100 GTEX 1 100 100 0.0 0.0025 5 9309 -5 2552.0693306250496 2552.279392489009 100 GTEX 1 100 100 0.0 0.0025 5 9309 -6 2530.638504635964 2527.904816718156 100 GTEX 1 100 100 0.0 0.0025 5 9309 -7 2512.1473677890963 2529.9741777195222 100 GTEX 1 100 100 0.0 0.0025 5 9309 -8 2500.2314317219107 2505.0595963046576 100 GTEX 1 100 100 0.0 0.0025 5 9309 -9 2487.959400886591 2508.1186885471125 100 GTEX 1 100 100 0.0 0.0025 5 9309 -10 2479.5674338223403 2486.0060431766874 100 GTEX 1 100 100 0.0 0.0025 5 9309 -11 2469.606823605394 2490.3458665042776 100 GTEX 1 100 100 0.0 0.0025 5 9309 -12 2465.1153956568705 2478.7514082179778 100 GTEX 1 100 100 0.0 0.0025 5 9309 -13 2457.96437014246 2461.4834829120127 100 GTEX 1 100 100 0.0 0.0025 5 9309 -14 2450.863841352486 2466.432354481048 100 GTEX 1 100 100 0.0 0.0025 5 9309 -15 2447.1071657426787 2457.8597054717206 100 GTEX 1 100 100 0.0 0.0025 5 9309 -16 2440.4218846449344 2444.6405832268892 100 GTEX 1 100 100 0.0 0.0025 5 9309 -17 2438.073817866297 2439.485229028042 100 GTEX 1 100 100 0.0 0.0025 5 9309 -18 2433.408615690936 2451.151878676034 100 GTEX 1 100 100 0.0 0.0025 5 9309 -19 2429.8291450936476 2440.1894243479683 100 GTEX 1 100 100 0.0 0.0025 5 9309 -20 2425.940950617111 2435.4005066614186 100 GTEX 1 100 100 0.0 0.0025 5 9309 -21 2423.852172426051 2436.254228367098 100 GTEX 1 100 100 0.0 0.0025 5 9309 -22 2420.783015280877 2428.9227550201995 100 GTEX 1 100 100 0.0 0.0025 5 9309 -23 2418.3447205537573 2426.879983067966 100 GTEX 1 100 100 0.0 0.0025 5 9309 -24 2416.7941330534686 2431.1809889644724 100 GTEX 1 100 100 0.0 0.0025 5 9309 -25 2414.693464257214 2424.7446326194154 100 GTEX 1 100 100 0.0 0.0025 5 9309 -26 2412.5102604307644 2422.423772427519 100 GTEX 1 100 100 0.0 0.0025 5 9309 -27 2409.3216150561243 2420.2635651214946 100 GTEX 1 100 100 0.0 0.0025 5 9309 -28 2408.5909162202834 2418.280249301925 100 GTEX 1 100 100 0.0 0.0025 5 9309 -29 2406.522093707913 2415.0518441435956 100 GTEX 1 100 100 0.0 0.0025 5 9309 -30 2404.477394904256 2414.89814880139 100 GTEX 1 100 100 0.0 0.0025 5 9309 -31 2402.946154961808 2414.0194189267468 100 GTEX 1 100 100 0.0 0.0025 5 9309 -32 2401.574668348358 2410.0518070119415 100 GTEX 1 100 100 0.0 0.0025 5 9309 -33 2400.7876336829167 2411.2347351770436 100 GTEX 1 100 100 0.0 0.0025 5 9309 -34 2398.7004181001685 2408.239566005228 100 GTEX 1 100 100 0.0 0.0025 5 9309 -35 2397.469770712574 2405.8564193203424 100 GTEX 1 100 100 0.0 0.0025 5 9309 -36 2396.9609582598187 2407.949377487821 100 GTEX 1 100 100 0.0 0.0025 5 9309 -37 2395.200577808935 2404.4021840838877 100 GTEX 1 100 100 0.0 0.0025 5 9309 -38 2393.6509401283733 2406.053129827115 100 GTEX 1 100 100 0.0 0.0025 5 9309 -39 2393.363126105815 2402.9014980765805 100 GTEX 1 100 100 0.0 0.0025 5 9309 -40 2391.870645183186 2400.553618108365 100 GTEX 1 100 100 0.0 0.0025 5 9309 -41 2390.8902386352756 2399.9643359746315 100 GTEX 1 100 100 0.0 0.0025 5 9309 -42 2389.904343423413 2399.4300996613592 100 GTEX 1 100 100 0.0 0.0025 5 9309 -43 2388.558964357893 2400.0604447629516 100 GTEX 1 100 100 0.0 0.0025 5 9309 -44 2387.666614822995 2398.5463718660885 100 GTEX 1 100 100 0.0 0.0025 5 9309 -45 2386.84576019516 2397.0911247920626 100 GTEX 1 100 100 0.0 0.0025 5 9309 -46 2385.7688233015015 2397.617086316243 100 GTEX 1 100 100 0.0 0.0025 5 9309 -47 2385.98987013689 2394.2798213596125 100 GTEX 1 100 100 0.0 0.0025 5 9309 -48 2384.606650950753 2394.16367725909 100 GTEX 1 100 100 0.0 0.0025 5 9309 -49 2383.641837373409 2393.668231456452 100 GTEX 1 100 100 0.0 0.0025 5 9309 -50 2382.330199821378 2393.0240492439993 100 GTEX 1 100 100 0.0 0.0025 5 9309 -51 2381.1006950490437 2390.9221247103733 100 GTEX 1 100 100 0.0 0.0025 5 9309 -52 2380.779255484306 2390.8938740197245 100 GTEX 1 100 100 0.0 0.0025 5 9309 -53 2379.5766214475693 2388.89756397784 100 GTEX 1 100 100 0.0 0.0025 5 9309 -54 2379.0838218036997 2390.5436399046457 100 GTEX 1 100 100 0.0 0.0025 5 9309 -55 2377.5528853156443 2389.118151066421 100 GTEX 1 100 100 0.0 0.0025 5 9309 -56 2377.2855090895514 2388.9529541943916 100 GTEX 1 100 100 0.0 0.0025 5 9309 -57 2375.8844188457683 2387.0630077753685 100 GTEX 1 100 100 0.0 0.0025 5 9309 -58 2375.355913216428 2386.6650390625 100 GTEX 1 100 100 0.0 0.0025 5 9309 -59 2374.915743349018 2385.611044067847 100 GTEX 1 100 100 0.0 0.0025 5 9309 -60 2374.240253200674 2385.1457528814162 100 GTEX 1 100 100 0.0 0.0025 5 9309 -61 2373.247694344912 2385.4705202516043 100 GTEX 1 100 100 0.0 0.0025 5 9309 -62 2372.3299569959713 2383.133346267526 100 GTEX 1 100 100 0.0 0.0025 5 9309 -63 2372.041846946135 2384.6208106211384 100 GTEX 1 100 100 0.0 0.0025 5 9309 -64 2370.687554955495 2380.809302964591 100 GTEX 1 100 100 0.0 0.0025 5 9309 -65 2370.019160074758 2380.7092907111455 100 GTEX 1 100 100 0.0 0.0025 5 9309 -66 2369.666503029438 2380.964312767348 100 GTEX 1 100 100 0.0 0.0025 5 9309 -67 2368.8103632344178 2380.9843480795507 100 GTEX 1 100 100 0.0 0.0025 5 9309 -68 2368.531649671639 2379.402359530953 100 GTEX 1 100 100 0.0 0.0025 5 9309 -69 2368.152712372171 2379.5577545746196 100 GTEX 1 100 100 0.0 0.0025 5 9309 -70 2367.452839700778 2378.0151320772934 100 GTEX 1 100 100 0.0 0.0025 5 9309 -71 2367.1933546298987 2377.8178200377256 100 GTEX 1 100 100 0.0 0.0025 5 9309 -72 2366.4552999584907 2378.295134453719 100 GTEX 1 100 100 0.0 0.0025 5 9309 -73 2365.9337384498044 2376.817372601295 100 GTEX 1 100 100 0.0 0.0025 5 9309 -74 2365.524256752073 2375.906212868346 100 GTEX 1 100 100 0.0 0.0025 5 9309 -75 2364.633192004958 2376.8863437202945 100 GTEX 1 100 100 0.0 0.0025 5 9309 -76 2364.870096685567 2375.3327441777565 100 GTEX 1 100 100 0.0 0.0025 5 9309 -77 2364.425707778294 2375.382064297172 100 GTEX 1 100 100 0.0 0.0025 5 9309 -78 2364.1746920687074 2374.32729974899 100 GTEX 1 100 100 0.0 0.0025 5 9309 -79 2363.8540833866987 2376.2289426390207 100 GTEX 1 100 100 0.0 0.0025 5 9309 -80 2363.2748740020847 2376.078713536716 100 GTEX 1 100 100 0.0 0.0025 5 9309 -81 2362.7523158673716 2374.79860811995 100 GTEX 1 100 100 0.0 0.0025 5 9309 -82 2362.881881738044 2374.6289238875356 100 GTEX 1 100 100 0.0 0.0025 5 9309 -83 2362.2253389601296 2373.154995878386 100 GTEX 1 100 100 0.0 0.0025 5 9309 -84 2362.173837795723 2372.812484219047 100 GTEX 1 100 100 0.0 0.0025 5 9309 -85 2361.2665335321876 2373.2635409859195 100 GTEX 1 100 100 0.0 0.0025 5 9309 -86 2360.937992845831 2373.381658633852 100 GTEX 1 100 100 0.0 0.0025 5 9309 -87 2360.873744327541 2373.1011874702945 100 GTEX 1 100 100 0.0 0.0025 5 9309 -88 2361.5489235685886 2372.560538520378 100 GTEX 1 100 100 0.0 0.0025 5 9309 -89 2360.562125085412 2374.3555727186313 100 GTEX 1 100 100 0.0 0.0025 5 9309 -90 2360.458606958918 2372.0898734553234 100 GTEX 1 100 100 0.0 0.0025 5 9309 -91 2360.1135538612334 2371.9659252094225 100 GTEX 1 100 100 0.0 0.0025 5 9309 -92 2360.1499425739576 2371.8055591655775 100 GTEX 1 100 100 0.0 0.0025 5 9309 -93 2359.866583995309 2371.9500792760814 100 GTEX 1 100 100 0.0 0.0025 5 9309 -94 2359.7797952395904 2372.0435489320935 100 GTEX 1 100 100 0.0 0.0025 5 9309 -95 2359.517296539336 2372.4762366697364 100 GTEX 1 100 100 0.0 0.0025 5 9309 -96 2359.2192555596084 2371.9479219269842 100 GTEX 1 100 100 0.0 0.0025 5 9309 -97 2359.416162697355 2371.360765580442 100 GTEX 1 100 100 0.0 0.0025 5 9309 -98 2358.9699547141963 2371.1725368717325 100 GTEX 1 100 100 0.0 0.0025 5 9309 -99 2358.7818408682792 2372.5813554538972 100 GTEX 1 100 100 0.0 0.0025 5 9309 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index d2ef22c63..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4542.875089641155 5071.1293406903515 100 GTEX 1 100 100 1.0 0.0025 5 3804 -1 3232.9102358593914 2864.808229859791 100 GTEX 1 100 100 1.0 0.0025 5 3804 -2 2761.844701960181 2687.130506624287 100 GTEX 1 100 100 1.0 0.0025 5 3804 -3 2642.0413477047327 2639.221716819154 100 GTEX 1 100 100 1.0 0.0025 5 3804 -4 2593.9926704945883 2628.0543950882247 100 GTEX 1 100 100 1.0 0.0025 5 3804 -5 2566.949730447294 2601.0620414240734 100 GTEX 1 100 100 1.0 0.0025 5 3804 -6 2537.130127726783 2541.8086745113474 100 GTEX 1 100 100 1.0 0.0025 5 3804 -7 2520.573373374081 2538.6084467086503 100 GTEX 1 100 100 1.0 0.0025 5 3804 -8 2504.140525662334 2544.4233676924905 100 GTEX 1 100 100 1.0 0.0025 5 3804 -9 2494.365467555472 2501.0049505777683 100 GTEX 1 100 100 1.0 0.0025 5 3804 -10 2483.259068559288 2491.3618878846837 100 GTEX 1 100 100 1.0 0.0025 5 3804 -11 2472.6433209396787 2480.5020283165995 100 GTEX 1 100 100 1.0 0.0025 5 3804 -12 2465.6051143373447 2481.673029794439 100 GTEX 1 100 100 1.0 0.0025 5 3804 -13 2458.5282756982315 2479.134844529765 100 GTEX 1 100 100 1.0 0.0025 5 3804 -14 2453.8402737748147 2474.2761221185838 100 GTEX 1 100 100 1.0 0.0025 5 3804 -15 2448.25780901854 2453.9132864484313 100 GTEX 1 100 100 1.0 0.0025 5 3804 -16 2443.2098781045343 2452.7068437351472 100 GTEX 1 100 100 1.0 0.0025 5 3804 -17 2439.591997510266 2445.2186980156844 100 GTEX 1 100 100 1.0 0.0025 5 3804 -18 2435.5441011014 2448.341031034636 100 GTEX 1 100 100 1.0 0.0025 5 3804 -19 2431.367093758459 2444.5465055400427 100 GTEX 1 100 100 1.0 0.0025 5 3804 -20 2429.4814793792334 2440.6456684069035 100 GTEX 1 100 100 1.0 0.0025 5 3804 -21 2424.4780357766203 2438.407737122742 100 GTEX 1 100 100 1.0 0.0025 5 3804 -22 2422.063432850832 2432.191904742455 100 GTEX 1 100 100 1.0 0.0025 5 3804 -23 2420.37131615084 2430.8395699040516 100 GTEX 1 100 100 1.0 0.0025 5 3804 -24 2417.852953691524 2427.2969371955205 100 GTEX 1 100 100 1.0 0.0025 5 3804 -25 2414.786473118794 2426.441241942431 100 GTEX 1 100 100 1.0 0.0025 5 3804 -26 2412.275269753857 2422.18697737197 100 GTEX 1 100 100 1.0 0.0025 5 3804 -27 2409.9729414718563 2422.6952150294082 100 GTEX 1 100 100 1.0 0.0025 5 3804 -28 2408.694385245293 2419.584425313391 100 GTEX 1 100 100 1.0 0.0025 5 3804 -29 2406.0190475849085 2418.2843050068323 100 GTEX 1 100 100 1.0 0.0025 5 3804 -30 2403.9293008516015 2420.395736172172 100 GTEX 1 100 100 1.0 0.0025 5 3804 -31 2402.166325088135 2414.2171579803353 100 GTEX 1 100 100 1.0 0.0025 5 3804 -32 2400.3642669416627 2412.6879075199026 100 GTEX 1 100 100 1.0 0.0025 5 3804 -33 2398.8716282959886 2413.2991910869177 100 GTEX 1 100 100 1.0 0.0025 5 3804 -34 2398.000447741579 2412.667225188629 100 GTEX 1 100 100 1.0 0.0025 5 3804 -35 2396.1358157623604 2410.636408700689 100 GTEX 1 100 100 1.0 0.0025 5 3804 -36 2395.3448788183623 2411.774956184648 100 GTEX 1 100 100 1.0 0.0025 5 3804 -37 2393.891899884962 2405.8963822629516 100 GTEX 1 100 100 1.0 0.0025 5 3804 -38 2392.647942358984 2406.5912946693797 100 GTEX 1 100 100 1.0 0.0025 5 3804 -39 2391.6926758740888 2403.7093259862168 100 GTEX 1 100 100 1.0 0.0025 5 3804 -40 2390.746940415349 2402.2327365657675 100 GTEX 1 100 100 1.0 0.0025 5 3804 -41 2390.100751010294 2404.8391521729445 100 GTEX 1 100 100 1.0 0.0025 5 3804 -42 2388.016127207091 2401.7535015149715 100 GTEX 1 100 100 1.0 0.0025 5 3804 -43 2388.1777787571714 2400.788831355454 100 GTEX 1 100 100 1.0 0.0025 5 3804 -44 2386.807220816801 2401.4166320104564 100 GTEX 1 100 100 1.0 0.0025 5 3804 -45 2385.3478127094036 2398.8555838581274 100 GTEX 1 100 100 1.0 0.0025 5 3804 -46 2385.3467737127157 2399.1480996019486 100 GTEX 1 100 100 1.0 0.0025 5 3804 -47 2384.495770567333 2400.5265964754635 100 GTEX 1 100 100 1.0 0.0025 5 3804 -48 2384.2504957599426 2395.8402614811075 100 GTEX 1 100 100 1.0 0.0025 5 3804 -49 2383.3322798520517 2396.23361844255 100 GTEX 1 100 100 1.0 0.0025 5 3804 -50 2382.518218945787 2395.88422257456 100 GTEX 1 100 100 1.0 0.0025 5 3804 -51 2381.1326309225055 2397.863981181678 100 GTEX 1 100 100 1.0 0.0025 5 3804 -52 2380.64519641522 2394.418314074382 100 GTEX 1 100 100 1.0 0.0025 5 3804 -53 2379.606688241061 2393.0850324159337 100 GTEX 1 100 100 1.0 0.0025 5 3804 -54 2378.9849328330897 2391.73021439817 100 GTEX 1 100 100 1.0 0.0025 5 3804 -55 2378.1980024825134 2391.458885047826 100 GTEX 1 100 100 1.0 0.0025 5 3804 -56 2378.324171814758 2390.3471605424193 100 GTEX 1 100 100 1.0 0.0025 5 3804 -57 2377.284909014744 2391.358497764674 100 GTEX 1 100 100 1.0 0.0025 5 3804 -58 2376.495629890549 2389.5137331422293 100 GTEX 1 100 100 1.0 0.0025 5 3804 -59 2375.459068136355 2387.972566205739 100 GTEX 1 100 100 1.0 0.0025 5 3804 -60 2374.8496947352482 2388.9321038423836 100 GTEX 1 100 100 1.0 0.0025 5 3804 -61 2374.2396445898416 2387.0711637431677 100 GTEX 1 100 100 1.0 0.0025 5 3804 -62 2373.524072079947 2386.0552370484793 100 GTEX 1 100 100 1.0 0.0025 5 3804 -63 2373.5140100150525 2387.5114941034935 100 GTEX 1 100 100 1.0 0.0025 5 3804 -64 2372.445985504953 2384.9758569985743 100 GTEX 1 100 100 1.0 0.0025 5 3804 -65 2372.299418761182 2385.6609267318204 100 GTEX 1 100 100 1.0 0.0025 5 3804 -66 2370.9466700889852 2385.6882621271984 100 GTEX 1 100 100 1.0 0.0025 5 3804 -67 2370.309298629656 2384.0407018625237 100 GTEX 1 100 100 1.0 0.0025 5 3804 -68 2369.5008500436547 2382.871904148348 100 GTEX 1 100 100 1.0 0.0025 5 3804 -69 2368.9550069226902 2381.451434581452 100 GTEX 1 100 100 1.0 0.0025 5 3804 -70 2369.0207882634663 2380.2905022798836 100 GTEX 1 100 100 1.0 0.0025 5 3804 -71 2368.0921029598294 2383.5762786285054 100 GTEX 1 100 100 1.0 0.0025 5 3804 -72 2367.7792903762743 2381.2188781042064 100 GTEX 1 100 100 1.0 0.0025 5 3804 -73 2367.024558891247 2379.5897954788497 100 GTEX 1 100 100 1.0 0.0025 5 3804 -74 2366.666932641635 2380.211661567253 100 GTEX 1 100 100 1.0 0.0025 5 3804 -75 2366.2779529797585 2377.990168466314 100 GTEX 1 100 100 1.0 0.0025 5 3804 -76 2366.0781086758197 2377.660498789508 100 GTEX 1 100 100 1.0 0.0025 5 3804 -77 2365.190781650239 2378.0868295879873 100 GTEX 1 100 100 1.0 0.0025 5 3804 -78 2364.6177232064756 2378.2958863697127 100 GTEX 1 100 100 1.0 0.0025 5 3804 -79 2364.69558627172 2378.6756949189044 100 GTEX 1 100 100 1.0 0.0025 5 3804 -80 2364.3276666335196 2375.7032066896386 100 GTEX 1 100 100 1.0 0.0025 5 3804 -81 2363.91301896452 2377.252521239306 100 GTEX 1 100 100 1.0 0.0025 5 3804 -82 2363.228161624962 2375.1761163631772 100 GTEX 1 100 100 1.0 0.0025 5 3804 -83 2363.2480695689633 2376.839559692847 100 GTEX 1 100 100 1.0 0.0025 5 3804 -84 2362.635936659292 2374.7456221779944 100 GTEX 1 100 100 1.0 0.0025 5 3804 -85 2362.6008313159778 2374.6720541602303 100 GTEX 1 100 100 1.0 0.0025 5 3804 -86 2361.745891412687 2374.330131965898 100 GTEX 1 100 100 1.0 0.0025 5 3804 -87 2361.551362086516 2375.7544214516993 100 GTEX 1 100 100 1.0 0.0025 5 3804 -88 2361.2795631938166 2373.2967589635814 100 GTEX 1 100 100 1.0 0.0025 5 3804 -89 2361.6007258922027 2373.004941294855 100 GTEX 1 100 100 1.0 0.0025 5 3804 -90 2361.2478535894834 2373.3025515016043 100 GTEX 1 100 100 1.0 0.0025 5 3804 -91 2360.894260856586 2373.352794342621 100 GTEX 1 100 100 1.0 0.0025 5 3804 -92 2360.6160091417473 2371.4248186118703 100 GTEX 1 100 100 1.0 0.0025 5 3804 -93 2360.349796600197 2371.3069581006416 100 GTEX 1 100 100 1.0 0.0025 5 3804 -94 2359.753474832601 2371.6682611617753 100 GTEX 1 100 100 1.0 0.0025 5 3804 -95 2359.922030659957 2372.052379767704 100 GTEX 1 100 100 1.0 0.0025 5 3804 -96 2359.7086733387605 2371.236818262833 100 GTEX 1 100 100 1.0 0.0025 5 3804 -97 2359.1148643086676 2371.463177467027 100 GTEX 1 100 100 1.0 0.0025 5 3804 -98 2359.2977804117677 2371.2176973176092 100 GTEX 1 100 100 1.0 0.0025 5 3804 -99 2359.2504757995703 2370.2476412116803 100 GTEX 1 100 100 1.0 0.0025 5 3804 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 41acfe1e5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4509.296886527502 3412.806940463106 100 GTEX 1 50 100 0.5 0.0025 5 6973 -1 3199.747410309331 2956.2894124658387 100 GTEX 1 50 100 0.5 0.0025 5 6973 -2 2771.6766602542466 2718.537574448966 100 GTEX 1 50 100 0.5 0.0025 5 6973 -3 2644.9679366277264 2677.3278390862642 100 GTEX 1 50 100 0.5 0.0025 5 6973 -4 2604.656753109692 2703.380222567134 100 GTEX 1 50 100 0.5 0.0025 5 6973 -5 2567.895390964378 2595.2878724304896 100 GTEX 1 50 100 0.5 0.0025 5 6973 -6 2550.2210456233247 2527.812433163023 100 GTEX 1 50 100 0.5 0.0025 5 6973 -7 2528.8334395135735 2523.9703754381535 100 GTEX 1 50 100 0.5 0.0025 5 6973 -8 2513.109799170804 2515.6711815663616 100 GTEX 1 50 100 0.5 0.0025 5 6973 -9 2501.6078617768467 2490.4875451149596 100 GTEX 1 50 100 0.5 0.0025 5 6973 -10 2488.1357089460016 2488.3783873351354 100 GTEX 1 50 100 0.5 0.0025 5 6973 -11 2480.1445556975877 2470.7172777299193 100 GTEX 1 50 100 0.5 0.0025 5 6973 -12 2471.3725758463197 2457.941122192847 100 GTEX 1 50 100 0.5 0.0025 5 6973 -13 2462.7517593237117 2462.7395984954255 100 GTEX 1 50 100 0.5 0.0025 5 6973 -14 2457.0787082864326 2479.290487427222 100 GTEX 1 50 100 0.5 0.0025 5 6973 -15 2449.4786591643174 2436.6383089130823 100 GTEX 1 50 100 0.5 0.0025 5 6973 -16 2444.943220580784 2433.847489157557 100 GTEX 1 50 100 0.5 0.0025 5 6973 -17 2441.2987242743297 2431.7941597478016 100 GTEX 1 50 100 0.5 0.0025 5 6973 -18 2434.5186694209574 2432.2490243657912 100 GTEX 1 50 100 0.5 0.0025 5 6973 -19 2433.0223654423344 2421.9484380569747 100 GTEX 1 50 100 0.5 0.0025 5 6973 -20 2429.735836749119 2420.28140131149 100 GTEX 1 50 100 0.5 0.0025 5 6973 -21 2426.7984262355417 2417.094880658864 100 GTEX 1 50 100 0.5 0.0025 5 6973 -22 2423.06166821467 2412.0644948981108 100 GTEX 1 50 100 0.5 0.0025 5 6973 -23 2420.1733622540387 2412.0881486899953 100 GTEX 1 50 100 0.5 0.0025 5 6973 -24 2416.9878644547343 2405.9265851503087 100 GTEX 1 50 100 0.5 0.0025 5 6973 -25 2415.818531771755 2412.0186484449264 100 GTEX 1 50 100 0.5 0.0025 5 6973 -26 2413.144903817826 2403.885967762298 100 GTEX 1 50 100 0.5 0.0025 5 6973 -27 2410.590630611598 2404.646618048954 100 GTEX 1 50 100 0.5 0.0025 5 6973 -28 2409.0415597127685 2398.4440351711028 100 GTEX 1 50 100 0.5 0.0025 5 6973 -29 2406.8353357747224 2401.314988749109 100 GTEX 1 50 100 0.5 0.0025 5 6973 -30 2405.459375974809 2396.78286615524 100 GTEX 1 50 100 0.5 0.0025 5 6973 -31 2404.340662228415 2397.3086448060244 100 GTEX 1 50 100 0.5 0.0025 5 6973 -32 2402.6819250474095 2393.7494207461978 100 GTEX 1 50 100 0.5 0.0025 5 6973 -33 2401.89849291969 2393.247322807747 100 GTEX 1 50 100 0.5 0.0025 5 6973 -34 2399.6778863729764 2390.407950629753 100 GTEX 1 50 100 0.5 0.0025 5 6973 -35 2399.123525227641 2391.402081043548 100 GTEX 1 50 100 0.5 0.0025 5 6973 -36 2397.4701760577036 2388.806322221067 100 GTEX 1 50 100 0.5 0.0025 5 6973 -37 2395.8655253735014 2392.129617321174 100 GTEX 1 50 100 0.5 0.0025 5 6973 -38 2395.138363752872 2386.67500427014 100 GTEX 1 50 100 0.5 0.0025 5 6973 -39 2394.9016319074235 2385.901648459779 100 GTEX 1 50 100 0.5 0.0025 5 6973 -40 2393.51264613365 2384.8579853478495 100 GTEX 1 50 100 0.5 0.0025 5 6973 -41 2391.9871905471805 2383.88215898289 100 GTEX 1 50 100 0.5 0.0025 5 6973 -42 2391.019761284264 2382.4140587868346 100 GTEX 1 50 100 0.5 0.0025 5 6973 -43 2390.711618344686 2381.093349906428 100 GTEX 1 50 100 0.5 0.0025 5 6973 -44 2389.2165927582737 2381.5382381772815 100 GTEX 1 50 100 0.5 0.0025 5 6973 -45 2387.90247403398 2379.8848918726235 100 GTEX 1 50 100 0.5 0.0025 5 6973 -46 2387.018753852816 2379.518684648289 100 GTEX 1 50 100 0.5 0.0025 5 6973 -47 2385.5025089981564 2377.077339665518 100 GTEX 1 50 100 0.5 0.0025 5 6973 -48 2384.761041412563 2376.680630644011 100 GTEX 1 50 100 0.5 0.0025 5 6973 -49 2383.6143131806125 2375.5224702204137 100 GTEX 1 50 100 0.5 0.0025 5 6973 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index 1b121c2da..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4519.377622287452 4518.781134891872 100 GTEX 1 50 100 0.0 0.0025 5 1934 -1 3172.6855451471642 3069.988737041053 100 GTEX 1 50 100 0.0 0.0025 5 1934 -2 2773.132987295094 2703.0438385589946 100 GTEX 1 50 100 0.0 0.0025 5 1934 -3 2654.3604079621564 2665.7520719462927 100 GTEX 1 50 100 0.0 0.0025 5 1934 -4 2600.0464593910096 2570.8794539418964 100 GTEX 1 50 100 0.0 0.0025 5 1934 -5 2566.687375183202 2572.355667404349 100 GTEX 1 50 100 0.0 0.0025 5 1934 -6 2539.578646213285 2525.3315466819154 100 GTEX 1 50 100 0.0 0.0025 5 1934 -7 2521.8942150044645 2512.256931551509 100 GTEX 1 50 100 0.0 0.0025 5 1934 -8 2507.020900933836 2492.1945438747625 100 GTEX 1 50 100 0.0 0.0025 5 1934 -9 2497.5036081338467 2530.1932674741565 100 GTEX 1 50 100 0.0 0.0025 5 1934 -10 2485.011290324078 2485.4432470517468 100 GTEX 1 50 100 0.0 0.0025 5 1934 -11 2474.36284838844 2469.255036908864 100 GTEX 1 50 100 0.0 0.0025 5 1934 -12 2469.406622052054 2464.3501171503685 100 GTEX 1 50 100 0.0 0.0025 5 1934 -13 2460.333151841801 2456.499344626307 100 GTEX 1 50 100 0.0 0.0025 5 1934 -14 2454.2976426233067 2450.2571394887714 100 GTEX 1 50 100 0.0 0.0025 5 1934 -15 2448.1411417260697 2441.0356250371315 100 GTEX 1 50 100 0.0 0.0025 5 1934 -16 2445.456602772501 2438.4224681781725 100 GTEX 1 50 100 0.0 0.0025 5 1934 -17 2441.7086261198438 2435.4129699010814 100 GTEX 1 50 100 0.0 0.0025 5 1934 -18 2437.3451932071193 2431.1813612093038 100 GTEX 1 50 100 0.0 0.0025 5 1934 -19 2435.134403553132 2429.012448387001 100 GTEX 1 50 100 0.0 0.0025 5 1934 -20 2429.5245584270524 2425.949329216671 100 GTEX 1 50 100 0.0 0.0025 5 1934 -21 2427.922464166232 2420.3411359315587 100 GTEX 1 50 100 0.0 0.0025 5 1934 -22 2425.59725090487 2420.2946656665877 100 GTEX 1 50 100 0.0 0.0025 5 1934 -23 2422.338005255303 2417.1717561787073 100 GTEX 1 50 100 0.0 0.0025 5 1934 -24 2420.21689265384 2420.9727156606464 100 GTEX 1 50 100 0.0 0.0025 5 1934 -25 2418.569227934866 2415.7172897977066 100 GTEX 1 50 100 0.0 0.0025 5 1934 -26 2416.413984076884 2409.147484144784 100 GTEX 1 50 100 0.0 0.0025 5 1934 -27 2413.6772848540077 2410.186956021269 100 GTEX 1 50 100 0.0 0.0025 5 1934 -28 2411.9407413942427 2410.154843638605 100 GTEX 1 50 100 0.0 0.0025 5 1934 -29 2410.184374577067 2404.8129836397934 100 GTEX 1 50 100 0.0 0.0025 5 1934 -30 2408.457441030768 2403.350397494356 100 GTEX 1 50 100 0.0 0.0025 5 1934 -31 2407.4921823938585 2400.52798334274 100 GTEX 1 50 100 0.0 0.0025 5 1934 -32 2405.8461467146158 2401.681240531428 100 GTEX 1 50 100 0.0 0.0025 5 1934 -33 2404.8741464748846 2403.031945290221 100 GTEX 1 50 100 0.0 0.0025 5 1934 -34 2403.24834909154 2400.2971200689162 100 GTEX 1 50 100 0.0 0.0025 5 1934 -35 2402.7164872313447 2400.0014388515924 100 GTEX 1 50 100 0.0 0.0025 5 1934 -36 2400.186292655367 2395.4018944569866 100 GTEX 1 50 100 0.0 0.0025 5 1934 -37 2399.395203739181 2394.568925632723 100 GTEX 1 50 100 0.0 0.0025 5 1934 -38 2398.694592869268 2393.8086299533625 100 GTEX 1 50 100 0.0 0.0025 5 1934 -39 2397.657356691748 2392.030862902507 100 GTEX 1 50 100 0.0 0.0025 5 1934 -40 2395.318059969417 2388.9304208501662 100 GTEX 1 50 100 0.0 0.0025 5 1934 -41 2394.8850742113227 2389.7559345665995 100 GTEX 1 50 100 0.0 0.0025 5 1934 -42 2393.594946100806 2387.4405466522103 100 GTEX 1 50 100 0.0 0.0025 5 1934 -43 2392.7779213629415 2389.1922556365853 100 GTEX 1 50 100 0.0 0.0025 5 1934 -44 2391.8171541192432 2386.1109818723266 100 GTEX 1 50 100 0.0 0.0025 5 1934 -45 2390.4892358921948 2384.030819272814 100 GTEX 1 50 100 0.0 0.0025 5 1934 -46 2389.8495147308577 2383.9241223933577 100 GTEX 1 50 100 0.0 0.0025 5 1934 -47 2388.340019886101 2384.2135812737642 100 GTEX 1 50 100 0.0 0.0025 5 1934 -48 2387.6852848886674 2381.8111159175974 100 GTEX 1 50 100 0.0 0.0025 5 1934 -49 2387.5583307579122 2380.797807004515 100 GTEX 1 50 100 0.0 0.0025 5 1934 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index 7c9e6f1f4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4529.9857081413975 4007.9285169246077 100 GTEX 1 50 100 1.0 0.0025 5 9334 -1 3279.140291063489 2834.384054553826 100 GTEX 1 50 100 1.0 0.0025 5 9334 -2 2786.9830606842766 2748.616563688213 100 GTEX 1 50 100 1.0 0.0025 5 9334 -3 2658.7104377428254 2611.668934173004 100 GTEX 1 50 100 1.0 0.0025 5 9334 -4 2586.2852317332163 2615.3492176360505 100 GTEX 1 50 100 1.0 0.0025 5 9334 -5 2558.7018152230694 2551.866401237227 100 GTEX 1 50 100 1.0 0.0025 5 9334 -6 2542.272425503971 2536.5617388010933 100 GTEX 1 50 100 1.0 0.0025 5 9334 -7 2523.4863812752933 2567.5323333160054 100 GTEX 1 50 100 1.0 0.0025 5 9334 -8 2509.976650464896 2501.119029230038 100 GTEX 1 50 100 1.0 0.0025 5 9334 -9 2498.558743555946 2489.3483747475047 100 GTEX 1 50 100 1.0 0.0025 5 9334 -10 2484.771028329493 2504.0275730379635 100 GTEX 1 50 100 1.0 0.0025 5 9334 -11 2476.542727342966 2473.0406443084603 100 GTEX 1 50 100 1.0 0.0025 5 9334 -12 2465.4418439082388 2469.0042023749406 100 GTEX 1 50 100 1.0 0.0025 5 9334 -13 2458.193159693912 2459.3550723695935 100 GTEX 1 50 100 1.0 0.0025 5 9334 -14 2450.8337117637666 2451.491123678113 100 GTEX 1 50 100 1.0 0.0025 5 9334 -15 2445.893796919769 2449.661743628208 100 GTEX 1 50 100 1.0 0.0025 5 9334 -16 2442.3567225141032 2448.9060207120365 100 GTEX 1 50 100 1.0 0.0025 5 9334 -17 2438.125866316258 2438.428355401913 100 GTEX 1 50 100 1.0 0.0025 5 9334 -18 2433.3861073539993 2437.5604902492278 100 GTEX 1 50 100 1.0 0.0025 5 9334 -19 2430.4860991738574 2433.7937392318204 100 GTEX 1 50 100 1.0 0.0025 5 9334 -20 2426.8427617036896 2433.378816205739 100 GTEX 1 50 100 1.0 0.0025 5 9334 -21 2423.9807763563563 2427.951670367455 100 GTEX 1 50 100 1.0 0.0025 5 9334 -22 2420.9090458189053 2425.4563814460553 100 GTEX 1 50 100 1.0 0.0025 5 9334 -23 2420.3983931436173 2422.846209972077 100 GTEX 1 50 100 1.0 0.0025 5 9334 -24 2416.6407703960963 2420.544943225701 100 GTEX 1 50 100 1.0 0.0025 5 9334 -25 2414.8131509814934 2419.5595238979326 100 GTEX 1 50 100 1.0 0.0025 5 9334 -26 2412.5629264402 2415.32967895972 100 GTEX 1 50 100 1.0 0.0025 5 9334 -27 2409.8125874491243 2412.5128689029825 100 GTEX 1 50 100 1.0 0.0025 5 9334 -28 2408.1847864467113 2413.986351332284 100 GTEX 1 50 100 1.0 0.0025 5 9334 -29 2406.9543931283506 2411.5390884921576 100 GTEX 1 50 100 1.0 0.0025 5 9334 -30 2404.689406602375 2409.679671719047 100 GTEX 1 50 100 1.0 0.0025 5 9334 -31 2402.7815216054782 2408.6146291290397 100 GTEX 1 50 100 1.0 0.0025 5 9334 -32 2402.060903479686 2407.9374693663854 100 GTEX 1 50 100 1.0 0.0025 5 9334 -33 2399.8467853691604 2403.6420842740017 100 GTEX 1 50 100 1.0 0.0025 5 9334 -34 2398.8545249648037 2401.0860953095294 100 GTEX 1 50 100 1.0 0.0025 5 9334 -35 2397.2197025017413 2400.496473421162 100 GTEX 1 50 100 1.0 0.0025 5 9334 -36 2396.6163390810266 2402.3243784161123 100 GTEX 1 50 100 1.0 0.0025 5 9334 -37 2394.097895851832 2399.6014557464946 100 GTEX 1 50 100 1.0 0.0025 5 9334 -38 2394.4204748856223 2396.5791934633435 100 GTEX 1 50 100 1.0 0.0025 5 9334 -39 2392.764857531425 2395.0115163824858 100 GTEX 1 50 100 1.0 0.0025 5 9334 -40 2392.5983617227935 2398.767223517704 100 GTEX 1 50 100 1.0 0.0025 5 9334 -41 2390.1292524618825 2396.8169557984793 100 GTEX 1 50 100 1.0 0.0025 5 9334 -42 2390.65296048424 2393.2679355171695 100 GTEX 1 50 100 1.0 0.0025 5 9334 -43 2389.3003332505345 2396.3450885961265 100 GTEX 1 50 100 1.0 0.0025 5 9334 -44 2388.2253015666674 2392.6794999851472 100 GTEX 1 50 100 1.0 0.0025 5 9334 -45 2387.261066865906 2390.0728485919676 100 GTEX 1 50 100 1.0 0.0025 5 9334 -46 2386.4879572936748 2388.4244992796457 100 GTEX 1 50 100 1.0 0.0025 5 9334 -47 2385.4434008430603 2390.515056885694 100 GTEX 1 50 100 1.0 0.0025 5 9334 -48 2384.7816967616127 2389.521036010278 100 GTEX 1 50 100 1.0 0.0025 5 9334 -49 2383.5865875273153 2387.365144330739 100 GTEX 1 50 100 1.0 0.0025 5 9334 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 24592e10d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4816.140037174775 5405.822000133674 150 GTEX 1 100 100 0.5 0.0025 5 210 -1 3663.1593732824795 2967.887169899596 150 GTEX 1 100 100 0.5 0.0025 5 210 -2 3033.3246850335786 2805.779843638605 150 GTEX 1 100 100 0.5 0.0025 5 210 -3 2787.888794345036 2729.460952816807 150 GTEX 1 100 100 0.5 0.0025 5 210 -4 2687.4285378960303 2630.7136132998157 150 GTEX 1 100 100 0.5 0.0025 5 210 -5 2631.0552354302695 2631.8003607340183 150 GTEX 1 100 100 0.5 0.0025 5 210 -6 2602.208472548763 2620.9191008013013 150 GTEX 1 100 100 0.5 0.0025 5 210 -7 2581.334995158965 2562.975017823194 150 GTEX 1 100 100 0.5 0.0025 5 210 -8 2557.3597105354042 2557.965578028458 150 GTEX 1 100 100 0.5 0.0025 5 210 -9 2540.6698226146996 2554.529450971364 150 GTEX 1 100 100 0.5 0.0025 5 210 -10 2531.928105292356 2547.422555901705 150 GTEX 1 100 100 0.5 0.0025 5 210 -11 2520.252435629605 2529.137002807153 150 GTEX 1 100 100 0.5 0.0025 5 210 -12 2508.780939015338 2509.1681901474867 150 GTEX 1 100 100 0.5 0.0025 5 210 -13 2499.6415985452345 2510.447700065352 150 GTEX 1 100 100 0.5 0.0025 5 210 -14 2490.3672531577618 2492.0933568686132 150 GTEX 1 100 100 0.5 0.0025 5 210 -15 2480.5098162738 2490.394310316659 150 GTEX 1 100 100 0.5 0.0025 5 210 -16 2478.0402907333946 2486.806402518269 150 GTEX 1 100 100 0.5 0.0025 5 210 -17 2468.449859906039 2474.879424700719 150 GTEX 1 100 100 0.5 0.0025 5 210 -18 2462.9565757460537 2471.3795569822364 150 GTEX 1 100 100 0.5 0.0025 5 210 -19 2458.561005447789 2493.7550401578837 150 GTEX 1 100 100 0.5 0.0025 5 210 -20 2452.3863520619734 2458.8686811207817 150 GTEX 1 100 100 0.5 0.0025 5 210 -21 2451.368083602085 2462.233702452917 150 GTEX 1 100 100 0.5 0.0025 5 210 -22 2448.209241177825 2457.800708379129 150 GTEX 1 100 100 0.5 0.0025 5 210 -23 2442.7717014633895 2458.992601517942 150 GTEX 1 100 100 0.5 0.0025 5 210 -24 2441.2727374943884 2447.3475624925736 150 GTEX 1 100 100 0.5 0.0025 5 210 -25 2439.325077587566 2455.9206853946353 150 GTEX 1 100 100 0.5 0.0025 5 210 -26 2434.781209924524 2444.5239981879754 150 GTEX 1 100 100 0.5 0.0025 5 210 -27 2431.688341894459 2442.8216269605514 150 GTEX 1 100 100 0.5 0.0025 5 210 -28 2430.8065651675724 2438.3961720049606 150 GTEX 1 100 100 0.5 0.0025 5 210 -29 2427.5044351740753 2442.6981739580856 150 GTEX 1 100 100 0.5 0.0025 5 210 -30 2424.6353165209575 2434.9017190099216 150 GTEX 1 100 100 0.5 0.0025 5 210 -31 2423.930409864323 2438.3400071292776 150 GTEX 1 100 100 0.5 0.0025 5 210 -32 2422.5385275671824 2437.5308694005466 150 GTEX 1 100 100 0.5 0.0025 5 210 -33 2420.6553485854647 2428.8040228433933 150 GTEX 1 100 100 0.5 0.0025 5 210 -34 2419.0887849476717 2427.240531428232 150 GTEX 1 100 100 0.5 0.0025 5 210 -35 2417.004219039864 2426.327546674489 150 GTEX 1 100 100 0.5 0.0025 5 210 -36 2415.445350409234 2427.10962610281 150 GTEX 1 100 100 0.5 0.0025 5 210 -37 2412.8448320636403 2423.3336093452945 150 GTEX 1 100 100 0.5 0.0025 5 210 -38 2412.5535462773237 2422.5099721698252 150 GTEX 1 100 100 0.5 0.0025 5 210 -39 2410.405489829597 2424.0687497215126 150 GTEX 1 100 100 0.5 0.0025 5 210 -40 2410.002985545596 2419.9663912116803 150 GTEX 1 100 100 0.5 0.0025 5 210 -41 2407.8082237610333 2420.442035631535 150 GTEX 1 100 100 0.5 0.0025 5 210 -42 2406.9360871976337 2417.9359242254336 150 GTEX 1 100 100 0.5 0.0025 5 210 -43 2406.7258407288145 2418.8242062180666 150 GTEX 1 100 100 0.5 0.0025 5 210 -44 2405.5867154387442 2415.4769458843275 150 GTEX 1 100 100 0.5 0.0025 5 210 -45 2403.8405398357454 2415.771816703303 150 GTEX 1 100 100 0.5 0.0025 5 210 -46 2402.9258628709017 2414.2293376269904 150 GTEX 1 100 100 0.5 0.0025 5 210 -47 2402.1724568164827 2413.2637401044144 150 GTEX 1 100 100 0.5 0.0025 5 210 -48 2401.2980984625046 2411.166582811015 150 GTEX 1 100 100 0.5 0.0025 5 210 -49 2399.6695498487343 2412.8275865910173 150 GTEX 1 100 100 0.5 0.0025 5 210 -50 2398.8116741718354 2412.6626626366447 150 GTEX 1 100 100 0.5 0.0025 5 210 -51 2398.055786197284 2412.20169450303 150 GTEX 1 100 100 0.5 0.0025 5 210 -52 2398.096895899077 2408.6403256260396 150 GTEX 1 100 100 0.5 0.0025 5 210 -53 2395.9406236435198 2407.886592038231 150 GTEX 1 100 100 0.5 0.0025 5 210 -54 2396.262431907795 2407.0042938116385 150 GTEX 1 100 100 0.5 0.0025 5 210 -55 2395.1783951303705 2405.9599948201344 150 GTEX 1 100 100 0.5 0.0025 5 210 -56 2394.4946640045273 2407.0755629158743 150 GTEX 1 100 100 0.5 0.0025 5 210 -57 2393.2899913278115 2405.5150327501187 150 GTEX 1 100 100 0.5 0.0025 5 210 -58 2393.5533638488055 2403.1295133525427 150 GTEX 1 100 100 0.5 0.0025 5 210 -59 2392.427128600913 2403.0669692587035 150 GTEX 1 100 100 0.5 0.0025 5 210 -60 2392.278256511517 2407.3207200199026 150 GTEX 1 100 100 0.5 0.0025 5 210 -61 2391.358722213305 2403.6657120737286 150 GTEX 1 100 100 0.5 0.0025 5 210 -62 2390.49387309412 2403.147824827709 150 GTEX 1 100 100 0.5 0.0025 5 210 -63 2389.991965124949 2402.581591704046 150 GTEX 1 100 100 0.5 0.0025 5 210 -64 2388.474410570724 2400.74067113608 150 GTEX 1 100 100 0.5 0.0025 5 210 -65 2388.533862307266 2400.6057945802636 150 GTEX 1 100 100 0.5 0.0025 5 210 -66 2388.374495368781 2401.7221512595056 150 GTEX 1 100 100 0.5 0.0025 5 210 -67 2387.440910335326 2399.0781389243703 150 GTEX 1 100 100 0.5 0.0025 5 210 -68 2386.735550366776 2400.314947440144 150 GTEX 1 100 100 0.5 0.0025 5 210 -69 2385.5089573846567 2397.93076710284 150 GTEX 1 100 100 0.5 0.0025 5 210 -70 2385.1362240216013 2396.153442846958 150 GTEX 1 100 100 0.5 0.0025 5 210 -71 2384.6742831647516 2396.480211613296 150 GTEX 1 100 100 0.5 0.0025 5 210 -72 2383.7107855020236 2399.06642342339 150 GTEX 1 100 100 0.5 0.0025 5 210 -73 2384.201505579414 2396.6315871554184 150 GTEX 1 100 100 0.5 0.0025 5 210 -74 2382.5602548449547 2394.510733832878 150 GTEX 1 100 100 0.5 0.0025 5 210 -75 2381.7691312946863 2394.8555806091076 150 GTEX 1 100 100 0.5 0.0025 5 210 -76 2381.5077188358246 2393.0786894011408 150 GTEX 1 100 100 0.5 0.0025 5 210 -77 2380.8799462008656 2393.1479831013844 150 GTEX 1 100 100 0.5 0.0025 5 210 -78 2380.1718146804774 2391.719769263902 150 GTEX 1 100 100 0.5 0.0025 5 210 -79 2379.6179801898206 2393.1829379121614 150 GTEX 1 100 100 0.5 0.0025 5 210 -80 2379.2808136569797 2389.6189340801748 150 GTEX 1 100 100 0.5 0.0025 5 210 -81 2378.030628520659 2390.1015773526615 150 GTEX 1 100 100 0.5 0.0025 5 210 -82 2377.6425249747067 2389.2593079773646 150 GTEX 1 100 100 0.5 0.0025 5 210 -83 2377.3416312606455 2389.295364669974 150 GTEX 1 100 100 0.5 0.0025 5 210 -84 2376.1668635282017 2387.746973306054 150 GTEX 1 100 100 0.5 0.0025 5 210 -85 2375.963583667691 2388.119181933965 150 GTEX 1 100 100 0.5 0.0025 5 210 -86 2375.146510473058 2389.7104385433995 150 GTEX 1 100 100 0.5 0.0025 5 210 -87 2374.814773470922 2385.529900728523 150 GTEX 1 100 100 0.5 0.0025 5 210 -88 2373.5683321164556 2386.0301959251724 150 GTEX 1 100 100 0.5 0.0025 5 210 -89 2373.615413966773 2386.2233250839176 150 GTEX 1 100 100 0.5 0.0025 5 210 -90 2372.9744420843867 2383.657620622178 150 GTEX 1 100 100 0.5 0.0025 5 210 -91 2372.5711567927983 2383.7261517310776 150 GTEX 1 100 100 0.5 0.0025 5 210 -92 2371.993713179045 2382.876242982117 150 GTEX 1 100 100 0.5 0.0025 5 210 -93 2371.4028964511594 2383.6781915584897 150 GTEX 1 100 100 0.5 0.0025 5 210 -94 2370.7243287693022 2382.178381394071 150 GTEX 1 100 100 0.5 0.0025 5 210 -95 2370.180841333299 2381.5590082320878 150 GTEX 1 100 100 0.5 0.0025 5 210 -96 2370.380006288291 2382.6958216678054 150 GTEX 1 100 100 0.5 0.0025 5 210 -97 2369.2816392788354 2380.739094897368 150 GTEX 1 100 100 0.5 0.0025 5 210 -98 2368.702665292513 2380.1485614268954 150 GTEX 1 100 100 0.5 0.0025 5 210 -99 2368.853668525577 2381.3373614989305 150 GTEX 1 100 100 0.5 0.0025 5 210 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index 0d21b4694..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4817.794409455625 4420.5852412814875 150 GTEX 1 100 100 0.0 0.0025 5 5314 -1 3726.440344894601 3378.5055507181264 150 GTEX 1 100 100 0.0 0.0025 5 5314 -2 3082.2542955804124 2925.863705479147 150 GTEX 1 100 100 0.0 0.0025 5 5314 -3 2805.696854735322 2919.9687875957998 150 GTEX 1 100 100 0.0 0.0025 5 5314 -4 2696.5259415467463 2658.397482288201 150 GTEX 1 100 100 0.0 0.0025 5 5314 -5 2646.11382018005 2661.351766259951 150 GTEX 1 100 100 0.0 0.0025 5 5314 -6 2600.250108002634 2551.0369288223324 150 GTEX 1 100 100 0.0 0.0025 5 5314 -7 2577.673586898486 2543.4163484174487 150 GTEX 1 100 100 0.0 0.0025 5 5314 -8 2560.346996655116 2498.24877233469 150 GTEX 1 100 100 0.0 0.0025 5 5314 -9 2540.4766647002 2498.765994924103 150 GTEX 1 100 100 0.0 0.0025 5 5314 -10 2527.7194252227723 2475.3507609204194 150 GTEX 1 100 100 0.0 0.0025 5 5314 -11 2515.0441713753203 2476.5183049771267 150 GTEX 1 100 100 0.0 0.0025 5 5314 -12 2506.780767134355 2464.665713930311 150 GTEX 1 100 100 0.0 0.0025 5 5314 -13 2499.8566704727195 2451.0713521863117 150 GTEX 1 100 100 0.0 0.0025 5 5314 -14 2494.6491056824857 2452.095887390833 150 GTEX 1 100 100 0.0 0.0025 5 5314 -15 2485.9351991931676 2442.243966570372 150 GTEX 1 100 100 0.0 0.0025 5 5314 -16 2477.6887591539194 2439.607390313094 150 GTEX 1 100 100 0.0 0.0025 5 5314 -17 2471.067255958403 2430.6314339873456 150 GTEX 1 100 100 0.0 0.0025 5 5314 -18 2466.448765386507 2430.1504013003505 150 GTEX 1 100 100 0.0 0.0025 5 5314 -19 2463.0701495418707 2426.1440336858363 150 GTEX 1 100 100 0.0 0.0025 5 5314 -20 2457.623608421647 2413.0394816235444 150 GTEX 1 100 100 0.0 0.0025 5 5314 -21 2454.909326140929 2415.935461472196 150 GTEX 1 100 100 0.0 0.0025 5 5314 -22 2450.2648759444814 2408.0825148897934 150 GTEX 1 100 100 0.0 0.0025 5 5314 -23 2446.365019556007 2408.08186601414 150 GTEX 1 100 100 0.0 0.0025 5 5314 -24 2444.0732310984044 2404.6034334712153 150 GTEX 1 100 100 0.0 0.0025 5 5314 -25 2441.9189001050936 2402.3727219730276 150 GTEX 1 100 100 0.0 0.0025 5 5314 -26 2438.726324393906 2394.2093422313155 150 GTEX 1 100 100 0.0 0.0025 5 5314 -27 2437.0279845965756 2394.583832599364 150 GTEX 1 100 100 0.0 0.0025 5 5314 -28 2434.4385941842797 2394.1667489751662 150 GTEX 1 100 100 0.0 0.0025 5 5314 -29 2432.6994061299283 2390.418142804628 150 GTEX 1 100 100 0.0 0.0025 5 5314 -30 2428.9657146308396 2390.5124163609494 150 GTEX 1 100 100 0.0 0.0025 5 5314 -31 2426.4658649525572 2383.9118457402565 150 GTEX 1 100 100 0.0 0.0025 5 5314 -32 2426.132066642267 2385.6041900286655 150 GTEX 1 100 100 0.0 0.0025 5 5314 -33 2425.088045846551 2380.8995533062025 150 GTEX 1 100 100 0.0 0.0025 5 5314 -34 2422.541175153246 2379.2072605379635 150 GTEX 1 100 100 0.0 0.0025 5 5314 -35 2420.2587850394793 2381.1340072109674 150 GTEX 1 100 100 0.0 0.0025 5 5314 -36 2417.9699150771266 2376.0620558125893 150 GTEX 1 100 100 0.0 0.0025 5 5314 -37 2417.7141425323243 2378.8613926412486 150 GTEX 1 100 100 0.0 0.0025 5 5314 -38 2415.7124292154654 2377.276118869564 150 GTEX 1 100 100 0.0 0.0025 5 5314 -39 2414.2291443251474 2372.1929272553766 150 GTEX 1 100 100 0.0 0.0025 5 5314 -40 2413.6892592721347 2371.4256095161004 150 GTEX 1 100 100 0.0 0.0025 5 5314 -41 2410.962628483936 2368.363866537696 150 GTEX 1 100 100 0.0 0.0025 5 5314 -42 2410.2123215222946 2370.075909168548 150 GTEX 1 100 100 0.0 0.0025 5 5314 -43 2409.541616679774 2368.448958828422 150 GTEX 1 100 100 0.0 0.0025 5 5314 -44 2408.3413296114545 2365.23615964012 150 GTEX 1 100 100 0.0 0.0025 5 5314 -45 2407.187945678492 2365.119767685807 150 GTEX 1 100 100 0.0 0.0025 5 5314 -46 2405.519760278509 2365.776779813005 150 GTEX 1 100 100 0.0 0.0025 5 5314 -47 2405.37347991708 2366.789115412607 150 GTEX 1 100 100 0.0 0.0025 5 5314 -48 2404.5206951408513 2362.8006879567192 150 GTEX 1 100 100 0.0 0.0025 5 5314 -49 2403.1299296703764 2359.741386384565 150 GTEX 1 100 100 0.0 0.0025 5 5314 -50 2402.0494348016878 2363.209449448966 150 GTEX 1 100 100 0.0 0.0025 5 5314 -51 2402.164341377862 2360.7014396870545 150 GTEX 1 100 100 0.0 0.0025 5 5314 -52 2400.4807652156833 2358.4355584786417 150 GTEX 1 100 100 0.0 0.0025 5 5314 -53 2399.8310270679153 2359.729633751931 150 GTEX 1 100 100 0.0 0.0025 5 5314 -54 2398.5122293899617 2357.1490404252318 150 GTEX 1 100 100 0.0 0.0025 5 5314 -55 2398.163886828094 2358.5817095970474 150 GTEX 1 100 100 0.0 0.0025 5 5314 -56 2397.629886061863 2356.405606694095 150 GTEX 1 100 100 0.0 0.0025 5 5314 -57 2396.3334801048213 2358.114762338849 150 GTEX 1 100 100 0.0 0.0025 5 5314 -58 2395.7399618927097 2355.6207516746376 150 GTEX 1 100 100 0.0 0.0025 5 5314 -59 2394.7926299394444 2353.821093657171 150 GTEX 1 100 100 0.0 0.0025 5 5314 -60 2394.0789299136145 2353.31910200808 150 GTEX 1 100 100 0.0 0.0025 5 5314 -61 2393.1134721887543 2353.2644335380523 150 GTEX 1 100 100 0.0 0.0025 5 5314 -62 2392.528530283237 2353.166112631446 150 GTEX 1 100 100 0.0 0.0025 5 5314 -63 2391.947725745105 2352.6059644575807 150 GTEX 1 100 100 0.0 0.0025 5 5314 -64 2391.7412370613465 2350.899294312916 150 GTEX 1 100 100 0.0 0.0025 5 5314 -65 2390.6008750792225 2350.1375509631953 150 GTEX 1 100 100 0.0 0.0025 5 5314 -66 2390.6036367282404 2348.692178124257 150 GTEX 1 100 100 0.0 0.0025 5 5314 -67 2389.297760709281 2348.408861283567 150 GTEX 1 100 100 0.0 0.0025 5 5314 -68 2388.504434426206 2346.6209289782855 150 GTEX 1 100 100 0.0 0.0025 5 5314 -69 2387.2597566763575 2346.716651133258 150 GTEX 1 100 100 0.0 0.0025 5 5314 -70 2387.296239440086 2347.702699378416 150 GTEX 1 100 100 0.0 0.0025 5 5314 -71 2386.633869548704 2347.4149369504516 150 GTEX 1 100 100 0.0 0.0025 5 5314 -72 2386.1065711608417 2346.035884494564 150 GTEX 1 100 100 0.0 0.0025 5 5314 -73 2384.91891962706 2344.567477034072 150 GTEX 1 100 100 0.0 0.0025 5 5314 -74 2384.144070201506 2343.2599331815886 150 GTEX 1 100 100 0.0 0.0025 5 5314 -75 2383.246535328105 2343.4628539574915 150 GTEX 1 100 100 0.0 0.0025 5 5314 -76 2382.999589007168 2341.072742766754 150 GTEX 1 100 100 0.0 0.0025 5 5314 -77 2382.6726017741726 2341.5921389503624 150 GTEX 1 100 100 0.0 0.0025 5 5314 -78 2382.345642444437 2339.681944640417 150 GTEX 1 100 100 0.0 0.0025 5 5314 -79 2380.737051959273 2340.3994047795863 150 GTEX 1 100 100 0.0 0.0025 5 5314 -80 2380.591228545952 2340.4992295181796 150 GTEX 1 100 100 0.0 0.0025 5 5314 -81 2380.1923021715647 2339.964375427014 150 GTEX 1 100 100 0.0 0.0025 5 5314 -82 2379.7835051352313 2339.860216031963 150 GTEX 1 100 100 0.0 0.0025 5 5314 -83 2379.204403469577 2338.6116585967206 150 GTEX 1 100 100 0.0 0.0025 5 5314 -84 2378.730761295817 2336.349543466314 150 GTEX 1 100 100 0.0 0.0025 5 5314 -85 2378.2713723751335 2337.4662993108363 150 GTEX 1 100 100 0.0 0.0025 5 5314 -86 2377.6090680383586 2337.981268008852 150 GTEX 1 100 100 0.0 0.0025 5 5314 -87 2377.271084832304 2336.6935584934945 150 GTEX 1 100 100 0.0 0.0025 5 5314 -88 2376.7760758795357 2334.8703901051567 150 GTEX 1 100 100 0.0 0.0025 5 5314 -89 2376.1789586111627 2334.549896124198 150 GTEX 1 100 100 0.0 0.0025 5 5314 -90 2376.1357079402464 2334.8199402551686 150 GTEX 1 100 100 0.0 0.0025 5 5314 -91 2374.7878062601917 2333.8461333880405 150 GTEX 1 100 100 0.0 0.0025 5 5314 -92 2374.7286647088654 2334.955647631743 150 GTEX 1 100 100 0.0 0.0025 5 5314 -93 2374.2886773473397 2333.4015180348442 150 GTEX 1 100 100 0.0 0.0025 5 5314 -94 2374.0338702759423 2333.7416017481582 150 GTEX 1 100 100 0.0 0.0025 5 5314 -95 2373.5132999776774 2332.213854191421 150 GTEX 1 100 100 0.0 0.0025 5 5314 -96 2372.3793179133354 2331.8158056454968 150 GTEX 1 100 100 0.0 0.0025 5 5314 -97 2372.5650927595116 2331.6508153182926 150 GTEX 1 100 100 0.0 0.0025 5 5314 -98 2371.9383833625193 2331.744513333977 150 GTEX 1 100 100 0.0 0.0025 5 5314 -99 2371.6213352344 2331.8116371531905 150 GTEX 1 100 100 0.0 0.0025 5 5314 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index 212c4ca3e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4809.752530737942 5093.577283968037 150 GTEX 1 100 100 1.0 0.0025 5 5595 -1 3605.4011757329736 3352.0701073476116 150 GTEX 1 100 100 1.0 0.0025 5 5595 -2 3003.999782782668 3013.5573196701225 150 GTEX 1 100 100 1.0 0.0025 5 5595 -3 2787.5214937620485 2806.696447800321 150 GTEX 1 100 100 1.0 0.0025 5 5595 -4 2685.9423492099613 2646.72393543548 150 GTEX 1 100 100 1.0 0.0025 5 5595 -5 2640.9384537395936 2701.59624617544 150 GTEX 1 100 100 1.0 0.0025 5 5595 -6 2609.422293987296 2597.2419071560125 150 GTEX 1 100 100 1.0 0.0025 5 5595 -7 2583.6192334123634 2598.147272494356 150 GTEX 1 100 100 1.0 0.0025 5 5595 -8 2564.9101338139226 2582.9959962794082 150 GTEX 1 100 100 1.0 0.0025 5 5595 -9 2546.112075942666 2549.9064746465065 150 GTEX 1 100 100 1.0 0.0025 5 5595 -10 2535.301173107695 2527.5433266063155 150 GTEX 1 100 100 1.0 0.0025 5 5595 -11 2522.0848233037705 2526.281584184886 150 GTEX 1 100 100 1.0 0.0025 5 5595 -12 2507.448046452067 2522.5373966811726 150 GTEX 1 100 100 1.0 0.0025 5 5595 -13 2500.847218901224 2498.5175433140744 150 GTEX 1 100 100 1.0 0.0025 5 5595 -14 2494.48821463806 2488.8514464635814 150 GTEX 1 100 100 1.0 0.0025 5 5595 -15 2484.926686842288 2490.9944441762714 150 GTEX 1 100 100 1.0 0.0025 5 5595 -16 2481.447433225076 2477.948920768477 150 GTEX 1 100 100 1.0 0.0025 5 5595 -17 2475.544371881643 2477.519683953927 150 GTEX 1 100 100 1.0 0.0025 5 5595 -18 2469.8692361201656 2469.419560537592 150 GTEX 1 100 100 1.0 0.0025 5 5595 -19 2463.639825914608 2466.1984543020735 150 GTEX 1 100 100 1.0 0.0025 5 5595 -20 2459.6403848823957 2463.9132585996913 150 GTEX 1 100 100 1.0 0.0025 5 5595 -21 2456.8777836724776 2452.1451518127674 150 GTEX 1 100 100 1.0 0.0025 5 5595 -22 2450.8717772251225 2454.282847589413 150 GTEX 1 100 100 1.0 0.0025 5 5595 -23 2447.1360755308738 2449.9925625297055 150 GTEX 1 100 100 1.0 0.0025 5 5595 -24 2442.8904579156956 2448.6915584897815 150 GTEX 1 100 100 1.0 0.0025 5 5595 -25 2440.3872716832566 2442.1540620172887 150 GTEX 1 100 100 1.0 0.0025 5 5595 -26 2437.5315335455975 2441.0860356668104 150 GTEX 1 100 100 1.0 0.0025 5 5595 -27 2434.9407364428325 2440.0807469589176 150 GTEX 1 100 100 1.0 0.0025 5 5595 -28 2432.9418464870982 2437.5352309774535 150 GTEX 1 100 100 1.0 0.0025 5 5595 -29 2429.0528658452554 2441.840541825095 150 GTEX 1 100 100 1.0 0.0025 5 5595 -30 2428.2211506086933 2427.308386741029 150 GTEX 1 100 100 1.0 0.0025 5 5595 -31 2426.237539312134 2428.50811999651 150 GTEX 1 100 100 1.0 0.0025 5 5595 -32 2423.6117148507647 2426.2721933575185 150 GTEX 1 100 100 1.0 0.0025 5 5595 -33 2422.617791288365 2435.0494783930903 150 GTEX 1 100 100 1.0 0.0025 5 5595 -34 2420.51929765691 2426.305508109553 150 GTEX 1 100 100 1.0 0.0025 5 5595 -35 2418.27131427343 2421.576523001203 150 GTEX 1 100 100 1.0 0.0025 5 5595 -36 2416.4621706332277 2420.3109019464414 150 GTEX 1 100 100 1.0 0.0025 5 5595 -37 2415.0191779978313 2417.4532830416024 150 GTEX 1 100 100 1.0 0.0025 5 5595 -38 2413.819718433935 2417.1299269063393 150 GTEX 1 100 100 1.0 0.0025 5 5595 -39 2412.2825324925975 2416.977427667538 150 GTEX 1 100 100 1.0 0.0025 5 5595 -40 2412.1744789517616 2414.9566111981644 150 GTEX 1 100 100 1.0 0.0025 5 5595 -41 2409.866461680005 2413.65522191733 150 GTEX 1 100 100 1.0 0.0025 5 5595 -42 2408.894818431789 2415.8175735763725 150 GTEX 1 100 100 1.0 0.0025 5 5595 -43 2407.5153480820713 2411.7444757381772 150 GTEX 1 100 100 1.0 0.0025 5 5595 -44 2406.0083050879452 2409.9294842041945 150 GTEX 1 100 100 1.0 0.0025 5 5595 -45 2405.7860639569526 2410.855498919469 150 GTEX 1 100 100 1.0 0.0025 5 5595 -46 2403.788145921771 2410.9959814267468 150 GTEX 1 100 100 1.0 0.0025 5 5595 -47 2403.117231340611 2407.5519657497625 150 GTEX 1 100 100 1.0 0.0025 5 5595 -48 2401.650709887801 2407.200342446679 150 GTEX 1 100 100 1.0 0.0025 5 5595 -49 2400.6528264609137 2405.157952950481 150 GTEX 1 100 100 1.0 0.0025 5 5595 -50 2399.737320444331 2404.9722888786982 150 GTEX 1 100 100 1.0 0.0025 5 5595 -51 2398.700738600822 2402.3226958880405 150 GTEX 1 100 100 1.0 0.0025 5 5595 -52 2398.088136467672 2401.2986401460016 150 GTEX 1 100 100 1.0 0.0025 5 5595 -53 2396.8360352903505 2400.483321157245 150 GTEX 1 100 100 1.0 0.0025 5 5595 -54 2395.5074876152853 2398.984052418756 150 GTEX 1 100 100 1.0 0.0025 5 5595 -55 2395.727482508112 2397.916505298687 150 GTEX 1 100 100 1.0 0.0025 5 5595 -56 2394.3673208528226 2400.567438277908 150 GTEX 1 100 100 1.0 0.0025 5 5595 -57 2393.651857738146 2398.0555533637566 150 GTEX 1 100 100 1.0 0.0025 5 5595 -58 2393.1928840912014 2396.3188771295004 150 GTEX 1 100 100 1.0 0.0025 5 5595 -59 2391.9510069569374 2398.9187963217382 150 GTEX 1 100 100 1.0 0.0025 5 5595 -60 2391.112626374429 2395.442393023705 150 GTEX 1 100 100 1.0 0.0025 5 5595 -61 2390.8395613906778 2394.416282044617 150 GTEX 1 100 100 1.0 0.0025 5 5595 -62 2389.722797390978 2394.45706559678 150 GTEX 1 100 100 1.0 0.0025 5 5595 -63 2388.9821061968137 2392.4253036441005 150 GTEX 1 100 100 1.0 0.0025 5 5595 -64 2388.552570901099 2392.2758027863592 150 GTEX 1 100 100 1.0 0.0025 5 5595 -65 2387.1217563621494 2391.404068979474 150 GTEX 1 100 100 1.0 0.0025 5 5595 -66 2386.557598800232 2390.796897278992 150 GTEX 1 100 100 1.0 0.0025 5 5595 -67 2386.0458831964406 2390.035725988816 150 GTEX 1 100 100 1.0 0.0025 5 5595 -68 2385.2461915145623 2390.1733902035558 150 GTEX 1 100 100 1.0 0.0025 5 5595 -69 2384.2840444778985 2387.6977722400043 150 GTEX 1 100 100 1.0 0.0025 5 5595 -70 2384.410958636332 2388.233622851934 150 GTEX 1 100 100 1.0 0.0025 5 5595 -71 2383.50518631847 2388.2031212868346 150 GTEX 1 100 100 1.0 0.0025 5 5595 -72 2382.8008579968573 2387.698503269442 150 GTEX 1 100 100 1.0 0.0025 5 5595 -73 2381.6909548464405 2386.6364555794025 150 GTEX 1 100 100 1.0 0.0025 5 5595 -74 2381.2501601987497 2385.4623958457105 150 GTEX 1 100 100 1.0 0.0025 5 5595 -75 2380.553867551635 2383.817796830442 150 GTEX 1 100 100 1.0 0.0025 5 5595 -76 2379.9822897858185 2383.6919124008587 150 GTEX 1 100 100 1.0 0.0025 5 5595 -77 2379.627001298095 2381.947106887179 150 GTEX 1 100 100 1.0 0.0025 5 5595 -78 2378.8720816594814 2383.329247304242 150 GTEX 1 100 100 1.0 0.0025 5 5595 -79 2378.6228035338213 2381.336561311787 150 GTEX 1 100 100 1.0 0.0025 5 5595 -80 2377.815443613341 2383.0616341362434 150 GTEX 1 100 100 1.0 0.0025 5 5595 -81 2376.998719493124 2381.2736651634536 150 GTEX 1 100 100 1.0 0.0025 5 5595 -82 2376.55885485952 2379.9990399146714 150 GTEX 1 100 100 1.0 0.0025 5 5595 -83 2375.5352531893272 2379.758239049875 150 GTEX 1 100 100 1.0 0.0025 5 5595 -84 2375.190827553937 2378.4487016917183 150 GTEX 1 100 100 1.0 0.0025 5 5595 -85 2374.5535998918117 2378.1840258696234 150 GTEX 1 100 100 1.0 0.0025 5 5595 -86 2374.3553484462063 2378.8047882196115 150 GTEX 1 100 100 1.0 0.0025 5 5595 -87 2374.6109925895958 2376.6979943337096 150 GTEX 1 100 100 1.0 0.0025 5 5595 -88 2373.204850901693 2377.052050688421 150 GTEX 1 100 100 1.0 0.0025 5 5595 -89 2373.0537723143552 2377.608067733707 150 GTEX 1 100 100 1.0 0.0025 5 5595 -90 2372.1218936348387 2377.697108511689 150 GTEX 1 100 100 1.0 0.0025 5 5595 -91 2371.725242123957 2375.391587870203 150 GTEX 1 100 100 1.0 0.0025 5 5595 -92 2372.0095047217883 2375.1443175109166 150 GTEX 1 100 100 1.0 0.0025 5 5595 -93 2371.026592554028 2376.7157622942905 150 GTEX 1 100 100 1.0 0.0025 5 5595 -94 2370.875880190522 2378.619503122772 150 GTEX 1 100 100 1.0 0.0025 5 5595 -95 2370.378411289504 2374.2714138248575 150 GTEX 1 100 100 1.0 0.0025 5 5595 -96 2369.7623739866112 2373.352054958561 150 GTEX 1 100 100 1.0 0.0025 5 5595 -97 2369.382113783818 2372.4142660278785 150 GTEX 1 100 100 1.0 0.0025 5 5595 -98 2368.8138383249047 2373.1250612672293 150 GTEX 1 100 100 1.0 0.0025 5 5595 -99 2368.9169614732837 2372.904483461561 150 GTEX 1 100 100 1.0 0.0025 5 5595 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index d12b19ff3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4819.029575804439 6533.357913869416 150 GTEX 1 50 100 0.5 0.0025 5 1131 -1 3630.71853200901 3446.0925102669025 150 GTEX 1 50 100 0.5 0.0025 5 1131 -2 3056.346628987123 3015.3219267986574 150 GTEX 1 50 100 0.5 0.0025 5 1131 -3 2800.446923461927 2719.194441298568 150 GTEX 1 50 100 0.5 0.0025 5 1131 -4 2690.30384416138 2625.6487104176567 150 GTEX 1 50 100 0.5 0.0025 5 1131 -5 2627.3197359959677 2588.5288526875893 150 GTEX 1 50 100 0.5 0.0025 5 1131 -6 2597.974960125675 2622.742966800588 150 GTEX 1 50 100 0.5 0.0025 5 1131 -7 2571.446053406323 2551.0803900308933 150 GTEX 1 50 100 0.5 0.0025 5 1131 -8 2556.0170364355704 2522.372599902715 150 GTEX 1 50 100 0.5 0.0025 5 1131 -9 2541.0572014495665 2504.853417226117 150 GTEX 1 50 100 0.5 0.0025 5 1131 -10 2526.0775209021717 2510.133260400576 150 GTEX 1 50 100 0.5 0.0025 5 1131 -11 2517.9627777741102 2496.4081641367634 150 GTEX 1 50 100 0.5 0.0025 5 1131 -12 2505.8790565975064 2490.716879957076 150 GTEX 1 50 100 0.5 0.0025 5 1131 -13 2495.5829782071933 2487.6394678848324 150 GTEX 1 50 100 0.5 0.0025 5 1131 -14 2492.185829492208 2471.6900546577945 150 GTEX 1 50 100 0.5 0.0025 5 1131 -15 2484.7521586600988 2469.551153030686 150 GTEX 1 50 100 0.5 0.0025 5 1131 -16 2477.06598476121 2457.0573340586384 150 GTEX 1 50 100 0.5 0.0025 5 1131 -17 2475.4390571669187 2460.875050591879 150 GTEX 1 50 100 0.5 0.0025 5 1131 -18 2472.3453290098582 2452.1362188651083 150 GTEX 1 50 100 0.5 0.0025 5 1131 -19 2463.9105887505198 2446.5662702553172 150 GTEX 1 50 100 0.5 0.0025 5 1131 -20 2460.280308174737 2448.427157906072 150 GTEX 1 50 100 0.5 0.0025 5 1131 -21 2454.504245808425 2440.035297350285 150 GTEX 1 50 100 0.5 0.0025 5 1131 -22 2453.6211228653233 2435.360732626099 150 GTEX 1 50 100 0.5 0.0025 5 1131 -23 2451.144991989031 2430.119825704016 150 GTEX 1 50 100 0.5 0.0025 5 1131 -24 2447.0506761872657 2431.414118197481 150 GTEX 1 50 100 0.5 0.0025 5 1131 -25 2443.021503381194 2428.627495711294 150 GTEX 1 50 100 0.5 0.0025 5 1131 -26 2442.5821543131733 2419.0213632329787 150 GTEX 1 50 100 0.5 0.0025 5 1131 -27 2438.876764713528 2428.504448372148 150 GTEX 1 50 100 0.5 0.0025 5 1131 -28 2436.4748095460714 2419.0624689022397 150 GTEX 1 50 100 0.5 0.0025 5 1131 -29 2433.473804538751 2413.107391705531 150 GTEX 1 50 100 0.5 0.0025 5 1131 -30 2433.0952761432395 2414.6839024068736 150 GTEX 1 50 100 0.5 0.0025 5 1131 -31 2431.028493405547 2419.4119970517468 150 GTEX 1 50 100 0.5 0.0025 5 1131 -32 2428.450518856208 2410.818842550648 150 GTEX 1 50 100 0.5 0.0025 5 1131 -33 2426.939953036906 2407.7849065396267 150 GTEX 1 50 100 0.5 0.0025 5 1131 -34 2425.001642630321 2406.8696850678766 150 GTEX 1 50 100 0.5 0.0025 5 1131 -35 2423.7666324830248 2404.0336208561075 150 GTEX 1 50 100 0.5 0.0025 5 1131 -36 2421.913989415123 2399.8966867425142 150 GTEX 1 50 100 0.5 0.0025 5 1131 -37 2419.7693565322716 2401.521488552311 150 GTEX 1 50 100 0.5 0.0025 5 1131 -38 2418.2249589136113 2396.05539253728 150 GTEX 1 50 100 0.5 0.0025 5 1131 -39 2416.9578386908966 2400.6963271224454 150 GTEX 1 50 100 0.5 0.0025 5 1131 -40 2415.0787461956666 2397.434167434054 150 GTEX 1 50 100 0.5 0.0025 5 1131 -41 2414.4737038858666 2393.170489989306 150 GTEX 1 50 100 0.5 0.0025 5 1131 -42 2413.852664446647 2394.3690826067905 150 GTEX 1 50 100 0.5 0.0025 5 1131 -43 2411.0483933292953 2392.877873990019 150 GTEX 1 50 100 0.5 0.0025 5 1131 -44 2409.7785725765325 2390.358965623515 150 GTEX 1 50 100 0.5 0.0025 5 1131 -45 2408.7643934398766 2392.5694853924074 150 GTEX 1 50 100 0.5 0.0025 5 1131 -46 2408.3387547492275 2389.0404897479502 150 GTEX 1 50 100 0.5 0.0025 5 1131 -47 2407.068250521342 2389.062798445669 150 GTEX 1 50 100 0.5 0.0025 5 1131 -48 2405.632602477686 2389.2988234835434 150 GTEX 1 50 100 0.5 0.0025 5 1131 -49 2404.800754790902 2386.06224564817 150 GTEX 1 50 100 0.5 0.0025 5 1131 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index d52e2c6e0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4830.132086912103 5250.420474672499 150 GTEX 1 50 100 0.0 0.0025 5 1657 -1 3643.381236971602 3446.179493951254 150 GTEX 1 50 100 0.0 0.0025 5 1657 -2 3015.2782102983556 2924.066245191451 150 GTEX 1 50 100 0.0 0.0025 5 1657 -3 2783.6120080412966 2807.9093969076757 150 GTEX 1 50 100 0.0 0.0025 5 1657 -4 2686.6073683894547 2626.414878003951 150 GTEX 1 50 100 0.0 0.0025 5 1657 -5 2628.2340959674066 2702.8304359813155 150 GTEX 1 50 100 0.0 0.0025 5 1657 -6 2599.65410237742 2576.926389280834 150 GTEX 1 50 100 0.0 0.0025 5 1657 -7 2580.195871906194 2543.7941616043845 150 GTEX 1 50 100 0.0 0.0025 5 1657 -8 2556.842485636784 2563.6643558400665 150 GTEX 1 50 100 0.0 0.0025 5 1657 -9 2545.437599337666 2531.6214256141575 150 GTEX 1 50 100 0.0 0.0025 5 1657 -10 2536.0358598402263 2530.389535650101 150 GTEX 1 50 100 0.0 0.0025 5 1657 -11 2520.8847253690037 2512.583954205531 150 GTEX 1 50 100 0.0 0.0025 5 1657 -12 2511.6724161478687 2496.828316228018 150 GTEX 1 50 100 0.0 0.0025 5 1657 -13 2503.0318809437554 2488.242442780121 150 GTEX 1 50 100 0.0 0.0025 5 1657 -14 2491.094732932283 2475.769652856167 150 GTEX 1 50 100 0.0 0.0025 5 1657 -15 2487.8833455244617 2469.153636395705 150 GTEX 1 50 100 0.0 0.0025 5 1657 -16 2478.022356235806 2469.908652882159 150 GTEX 1 50 100 0.0 0.0025 5 1657 -17 2473.814123237298 2463.8737189579374 150 GTEX 1 50 100 0.0 0.0025 5 1657 -18 2469.7465519101715 2455.2152972203244 150 GTEX 1 50 100 0.0 0.0025 5 1657 -19 2467.5554224749458 2453.342443894071 150 GTEX 1 50 100 0.0 0.0025 5 1657 -20 2463.8290096777373 2446.8394677920032 150 GTEX 1 50 100 0.0 0.0025 5 1657 -21 2458.5609388616376 2446.688002669766 150 GTEX 1 50 100 0.0 0.0025 5 1657 -22 2453.611616518853 2450.8766737093038 150 GTEX 1 50 100 0.0 0.0025 5 1657 -23 2447.86376770026 2438.8049557762 150 GTEX 1 50 100 0.0 0.0025 5 1657 -24 2445.586070569148 2438.130052689817 150 GTEX 1 50 100 0.0 0.0025 5 1657 -25 2440.9393164454486 2434.4655854547887 150 GTEX 1 50 100 0.0 0.0025 5 1657 -26 2437.4271930208224 2434.9666567030063 150 GTEX 1 50 100 0.0 0.0025 5 1657 -27 2434.7291910025037 2435.250866559975 150 GTEX 1 50 100 0.0 0.0025 5 1657 -28 2431.6508567280584 2419.8569145637775 150 GTEX 1 50 100 0.0 0.0025 5 1657 -29 2431.586701719212 2421.8532840163084 150 GTEX 1 50 100 0.0 0.0025 5 1657 -30 2427.056747982919 2418.3424554977128 150 GTEX 1 50 100 0.0 0.0025 5 1657 -31 2424.25997866458 2412.6124481085135 150 GTEX 1 50 100 0.0 0.0025 5 1657 -32 2423.6361862670988 2414.2060686118703 150 GTEX 1 50 100 0.0 0.0025 5 1657 -33 2421.0383255909096 2417.1203580791052 150 GTEX 1 50 100 0.0 0.0025 5 1657 -34 2419.4893340435856 2412.0738423278576 150 GTEX 1 50 100 0.0 0.0025 5 1657 -35 2418.67157773487 2412.469548330561 150 GTEX 1 50 100 0.0 0.0025 5 1657 -36 2416.7484028607596 2405.1672883124406 150 GTEX 1 50 100 0.0 0.0025 5 1657 -37 2415.514563412504 2403.263010467413 150 GTEX 1 50 100 0.0 0.0025 5 1657 -38 2413.7543153860533 2400.8726987657437 150 GTEX 1 50 100 0.0 0.0025 5 1657 -39 2411.9944350018072 2401.3955022427517 150 GTEX 1 50 100 0.0 0.0025 5 1657 -40 2410.465361997597 2399.5663175981763 150 GTEX 1 50 100 0.0 0.0025 5 1657 -41 2409.234180915037 2398.61910627822 150 GTEX 1 50 100 0.0 0.0025 5 1657 -42 2408.4065316372416 2398.3532965482414 150 GTEX 1 50 100 0.0 0.0025 5 1657 -43 2407.219951181159 2396.6708473814756 150 GTEX 1 50 100 0.0 0.0025 5 1657 -44 2405.9346774641103 2396.4041659859195 150 GTEX 1 50 100 0.0 0.0025 5 1657 -45 2404.884940239574 2392.6878894182214 150 GTEX 1 50 100 0.0 0.0025 5 1657 -46 2403.513916582974 2395.7107954714234 150 GTEX 1 50 100 0.0 0.0025 5 1657 -47 2402.8322504788425 2392.4384881661417 150 GTEX 1 50 100 0.0 0.0025 5 1657 -48 2402.208267245762 2393.36932303425 150 GTEX 1 50 100 0.0 0.0025 5 1657 -49 2400.710139755615 2393.924003572065 150 GTEX 1 50 100 0.0 0.0025 5 1657 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 6e17f1472..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4833.416660133556 6270.628412399002 150 GTEX 1 50 100 1.0 0.0025 5 5480 -1 3764.457995588706 3053.0964745351116 150 GTEX 1 50 100 1.0 0.0025 5 5480 -2 3094.4457650640466 2761.5036525943888 150 GTEX 1 50 100 1.0 0.0025 5 5480 -3 2799.1606541761844 2724.1874705267496 150 GTEX 1 50 100 1.0 0.0025 5 5480 -4 2675.3544143575214 2682.6169709760425 150 GTEX 1 50 100 1.0 0.0025 5 5480 -5 2620.213749256257 2734.6281733639794 150 GTEX 1 50 100 1.0 0.0025 5 5480 -6 2581.40087542479 2696.951647160171 150 GTEX 1 50 100 1.0 0.0025 5 5480 -7 2559.45021751648 2585.5787980112286 150 GTEX 1 50 100 1.0 0.0025 5 5480 -8 2543.2797613275884 2560.890113511466 150 GTEX 1 50 100 1.0 0.0025 5 5480 -9 2530.183047134949 2564.691104787384 150 GTEX 1 50 100 1.0 0.0025 5 5480 -10 2517.693193244874 2548.382428419454 150 GTEX 1 50 100 1.0 0.0025 5 5480 -11 2505.7856672767903 2529.3901729221125 150 GTEX 1 50 100 1.0 0.0025 5 5480 -12 2494.357133481147 2533.833181867128 150 GTEX 1 50 100 1.0 0.0025 5 5480 -13 2489.123381636746 2544.5448271892824 150 GTEX 1 50 100 1.0 0.0025 5 5480 -14 2481.3000728373067 2523.334662027685 150 GTEX 1 50 100 1.0 0.0025 5 5480 -15 2473.860388646499 2511.1853623770944 150 GTEX 1 50 100 1.0 0.0025 5 5480 -16 2470.259628352311 2495.0557603727275 150 GTEX 1 50 100 1.0 0.0025 5 5480 -17 2462.83593566901 2494.6841750924577 150 GTEX 1 50 100 1.0 0.0025 5 5480 -18 2460.487256050211 2486.3269254155034 150 GTEX 1 50 100 1.0 0.0025 5 5480 -19 2454.2509031939485 2483.2765122330234 150 GTEX 1 50 100 1.0 0.0025 5 5480 -20 2452.1164063376814 2477.6437881527745 150 GTEX 1 50 100 1.0 0.0025 5 5480 -21 2447.8365332939006 2477.4424447759475 150 GTEX 1 50 100 1.0 0.0025 5 5480 -22 2443.783875330507 2466.6153378794857 150 GTEX 1 50 100 1.0 0.0025 5 5480 -23 2440.0658308033003 2470.6946107117396 150 GTEX 1 50 100 1.0 0.0025 5 5480 -24 2437.1852842439525 2466.9635750077978 150 GTEX 1 50 100 1.0 0.0025 5 5480 -25 2434.7763049338328 2465.0921793310363 150 GTEX 1 50 100 1.0 0.0025 5 5480 -26 2431.941750759835 2462.5094664831126 150 GTEX 1 50 100 1.0 0.0025 5 5480 -27 2429.3514615118634 2461.737831260768 150 GTEX 1 50 100 1.0 0.0025 5 5480 -28 2427.536809376279 2458.4259367388013 150 GTEX 1 50 100 1.0 0.0025 5 5480 -29 2425.9703676411727 2451.546516911612 150 GTEX 1 50 100 1.0 0.0025 5 5480 -30 2423.055643973185 2454.460221323224 150 GTEX 1 50 100 1.0 0.0025 5 5480 -31 2420.577308404152 2449.937638779557 150 GTEX 1 50 100 1.0 0.0025 5 5480 -32 2420.6427660207 2447.2817619526795 150 GTEX 1 50 100 1.0 0.0025 5 5480 -33 2417.700953755067 2453.7238416780538 150 GTEX 1 50 100 1.0 0.0025 5 5480 -34 2416.759524965835 2442.8957282816955 150 GTEX 1 50 100 1.0 0.0025 5 5480 -35 2414.368325009119 2444.240587357786 150 GTEX 1 50 100 1.0 0.0025 5 5480 -36 2413.5408426351073 2443.532361860964 150 GTEX 1 50 100 1.0 0.0025 5 5480 -37 2411.6342110412734 2438.3308694933758 150 GTEX 1 50 100 1.0 0.0025 5 5480 -38 2409.2710942967183 2437.254727787845 150 GTEX 1 50 100 1.0 0.0025 5 5480 -39 2408.3545485097907 2436.2865537926273 150 GTEX 1 50 100 1.0 0.0025 5 5480 -40 2407.3204835815363 2434.8050056718603 150 GTEX 1 50 100 1.0 0.0025 5 5480 -41 2406.228104709534 2432.2857461791527 150 GTEX 1 50 100 1.0 0.0025 5 5480 -42 2404.9165035967867 2437.173110091641 150 GTEX 1 50 100 1.0 0.0025 5 5480 -43 2403.8351168553427 2432.083140558163 150 GTEX 1 50 100 1.0 0.0025 5 5480 -44 2402.627542291232 2432.3883815518802 150 GTEX 1 50 100 1.0 0.0025 5 5480 -45 2401.1984566454526 2432.9514652150665 150 GTEX 1 50 100 1.0 0.0025 5 5480 -46 2400.3319048858866 2431.8317464966285 150 GTEX 1 50 100 1.0 0.0025 5 5480 -47 2399.0020388462885 2430.884198671058 150 GTEX 1 50 100 1.0 0.0025 5 5480 -48 2396.751467886804 2429.4835386094937 150 GTEX 1 50 100 1.0 0.0025 5 5480 -49 2396.5390299032165 2430.1142230015744 150 GTEX 1 50 100 1.0 0.0025 5 5480 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 7a31c0601..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3887.409784636352 2801.0381583442254 50 GTEX 1 100 100 0.5 0.0025 5 2375 -1 2713.319775555672 2659.2087439475404 50 GTEX 1 100 100 0.5 0.0025 5 2375 -2 2580.569992979313 2603.41449601206 50 GTEX 1 100 100 0.5 0.0025 5 2375 -3 2525.813496858124 2529.0522201015924 50 GTEX 1 100 100 0.5 0.0025 5 2375 -4 2498.307179606627 2503.5000264563037 50 GTEX 1 100 100 0.5 0.0025 5 2375 -5 2479.4226898422235 2494.509143669796 50 GTEX 1 100 100 0.5 0.0025 5 2375 -6 2461.6954177174657 2474.9462885983544 50 GTEX 1 100 100 0.5 0.0025 5 2375 -7 2452.5749231654613 2465.6809272330975 50 GTEX 1 100 100 0.5 0.0025 5 2375 -8 2443.053836734264 2452.8650180831155 50 GTEX 1 100 100 0.5 0.0025 5 2375 -9 2436.1381908661338 2446.771456990405 50 GTEX 1 100 100 0.5 0.0025 5 2375 -10 2429.6723984826817 2446.436376303321 50 GTEX 1 100 100 0.5 0.0025 5 2375 -11 2423.457551586473 2437.1720555526676 50 GTEX 1 100 100 0.5 0.0025 5 2375 -12 2418.026724101649 2429.855367566243 50 GTEX 1 100 100 0.5 0.0025 5 2375 -13 2415.244103179961 2427.889640082878 50 GTEX 1 100 100 0.5 0.0025 5 2375 -14 2409.9135505190316 2423.4484858639794 50 GTEX 1 100 100 0.5 0.0025 5 2375 -15 2407.921821952861 2419.214483108811 50 GTEX 1 100 100 0.5 0.0025 5 2375 -16 2404.270733772166 2420.015671878713 50 GTEX 1 100 100 0.5 0.0025 5 2375 -17 2402.4423047246355 2415.331747656993 50 GTEX 1 100 100 0.5 0.0025 5 2375 -18 2399.30696045515 2412.9245113474335 50 GTEX 1 100 100 0.5 0.0025 5 2375 -19 2396.924206288951 2412.0387032512476 50 GTEX 1 100 100 0.5 0.0025 5 2375 -20 2395.196725947081 2408.9077607941717 50 GTEX 1 100 100 0.5 0.0025 5 2375 -21 2392.965688506993 2407.804441966938 50 GTEX 1 100 100 0.5 0.0025 5 2375 -22 2390.789868831987 2404.783453299519 50 GTEX 1 100 100 0.5 0.0025 5 2375 -23 2389.573225450702 2400.769915098473 50 GTEX 1 100 100 0.5 0.0025 5 2375 -24 2387.6784221826065 2401.1043232384745 50 GTEX 1 100 100 0.5 0.0025 5 2375 -25 2385.5948799530606 2401.020718534636 50 GTEX 1 100 100 0.5 0.0025 5 2375 -26 2383.9365531717494 2397.7123833137775 50 GTEX 1 100 100 0.5 0.0025 5 2375 -27 2382.2036082266854 2396.192517414746 50 GTEX 1 100 100 0.5 0.0025 5 2375 -28 2381.0348794868028 2396.9735808281844 50 GTEX 1 100 100 0.5 0.0025 5 2375 -29 2380.2288949494377 2392.618578080442 50 GTEX 1 100 100 0.5 0.0025 5 2375 -30 2377.8195673643477 2395.69448724899 50 GTEX 1 100 100 0.5 0.0025 5 2375 -31 2376.6558700824244 2389.2335822391874 50 GTEX 1 100 100 0.5 0.0025 5 2375 -32 2375.418152081119 2389.8688612093038 50 GTEX 1 100 100 0.5 0.0025 5 2375 -33 2374.681387561521 2387.6228152663084 50 GTEX 1 100 100 0.5 0.0025 5 2375 -34 2372.3373513596985 2388.8746254344405 50 GTEX 1 100 100 0.5 0.0025 5 2375 -35 2372.2749013637836 2385.9676625066836 50 GTEX 1 100 100 0.5 0.0025 5 2375 -36 2370.7883669300268 2383.554393695788 50 GTEX 1 100 100 0.5 0.0025 5 2375 -37 2369.823462293155 2385.701227572481 50 GTEX 1 100 100 0.5 0.0025 5 2375 -38 2369.5709434953324 2382.8768579751368 50 GTEX 1 100 100 0.5 0.0025 5 2375 -39 2369.1951075064617 2385.155609943114 50 GTEX 1 100 100 0.5 0.0025 5 2375 -40 2367.953784646461 2381.8193433638307 50 GTEX 1 100 100 0.5 0.0025 5 2375 -41 2368.0477246826144 2380.8826922862704 50 GTEX 1 100 100 0.5 0.0025 5 2375 -42 2367.215375613975 2382.001669531993 50 GTEX 1 100 100 0.5 0.0025 5 2375 -43 2366.4538103576897 2378.7619299362823 50 GTEX 1 100 100 0.5 0.0025 5 2375 -44 2365.9674468507383 2384.604282393655 50 GTEX 1 100 100 0.5 0.0025 5 2375 -45 2365.5449231902185 2379.910317308549 50 GTEX 1 100 100 0.5 0.0025 5 2375 -46 2365.2648341669583 2381.2964015714115 50 GTEX 1 100 100 0.5 0.0025 5 2375 -47 2365.611854006021 2378.0462660408743 50 GTEX 1 100 100 0.5 0.0025 5 2375 -48 2365.1108456719726 2380.0967418830205 50 GTEX 1 100 100 0.5 0.0025 5 2375 -49 2364.153841551574 2378.3101282156013 50 GTEX 1 100 100 0.5 0.0025 5 2375 -50 2363.751694491185 2376.66096757664 50 GTEX 1 100 100 0.5 0.0025 5 2375 -51 2362.9366237809218 2378.1250677652683 50 GTEX 1 100 100 0.5 0.0025 5 2375 -52 2363.1893451997316 2376.3686690529944 50 GTEX 1 100 100 0.5 0.0025 5 2375 -53 2362.7382893734075 2376.493985600345 50 GTEX 1 100 100 0.5 0.0025 5 2375 -54 2362.581130763854 2378.110947061401 50 GTEX 1 100 100 0.5 0.0025 5 2375 -55 2363.081162715923 2376.6111392177104 50 GTEX 1 100 100 0.5 0.0025 5 2375 -56 2362.7381495476475 2377.353286801182 50 GTEX 1 100 100 0.5 0.0025 5 2375 -57 2362.323874549628 2376.4947324107357 50 GTEX 1 100 100 0.5 0.0025 5 2375 -58 2361.869893703539 2375.326774336086 50 GTEX 1 100 100 0.5 0.0025 5 2375 -59 2361.811067804611 2377.6834090200214 50 GTEX 1 100 100 0.5 0.0025 5 2375 -60 2361.517866931471 2378.241406342829 50 GTEX 1 100 100 0.5 0.0025 5 2375 -61 2361.496724719544 2373.7744075644605 50 GTEX 1 100 100 0.5 0.0025 5 2375 -62 2361.1377782228315 2374.3215768328187 50 GTEX 1 100 100 0.5 0.0025 5 2375 -63 2361.0492550551835 2373.8508955226653 50 GTEX 1 100 100 0.5 0.0025 5 2375 -64 2361.0451267911726 2376.44667430341 50 GTEX 1 100 100 0.5 0.0025 5 2375 -65 2361.158924148316 2374.8270732459005 50 GTEX 1 100 100 0.5 0.0025 5 2375 -66 2359.961093520997 2375.645704610266 50 GTEX 1 100 100 0.5 0.0025 5 2375 -67 2360.5764448730624 2374.532764507337 50 GTEX 1 100 100 0.5 0.0025 5 2375 -68 2359.5828819125813 2374.1501056395555 50 GTEX 1 100 100 0.5 0.0025 5 2375 -69 2360.2887420509237 2374.377229755822 50 GTEX 1 100 100 0.5 0.0025 5 2375 -70 2359.716462603237 2374.331781075481 50 GTEX 1 100 100 0.5 0.0025 5 2375 -71 2360.25124373234 2373.1887067787547 50 GTEX 1 100 100 0.5 0.0025 5 2375 -72 2360.079369428632 2372.7916575384684 50 GTEX 1 100 100 0.5 0.0025 5 2375 -73 2360.019689720914 2374.248312366326 50 GTEX 1 100 100 0.5 0.0025 5 2375 -74 2359.4832394250257 2372.5350485682034 50 GTEX 1 100 100 0.5 0.0025 5 2375 -75 2359.630102350806 2373.1259631022754 50 GTEX 1 100 100 0.5 0.0025 5 2375 -76 2359.1096708983346 2372.2051667768237 50 GTEX 1 100 100 0.5 0.0025 5 2375 -77 2359.0969334472707 2372.6485363630286 50 GTEX 1 100 100 0.5 0.0025 5 2375 -78 2359.0860824319016 2372.390087983454 50 GTEX 1 100 100 0.5 0.0025 5 2375 -79 2358.5688017009743 2371.84371565322 50 GTEX 1 100 100 0.5 0.0025 5 2375 -80 2358.8747551115057 2375.1797264882366 50 GTEX 1 100 100 0.5 0.0025 5 2375 -81 2359.1973079698723 2372.88628198892 50 GTEX 1 100 100 0.5 0.0025 5 2375 -82 2359.083225751913 2372.6101482666945 50 GTEX 1 100 100 0.5 0.0025 5 2375 -83 2358.955365281001 2371.5151362546044 50 GTEX 1 100 100 0.5 0.0025 5 2375 -84 2358.548927101626 2372.21760495262 50 GTEX 1 100 100 0.5 0.0025 5 2375 -85 2358.82120153601 2373.6580244289153 50 GTEX 1 100 100 0.5 0.0025 5 2375 -86 2358.8416105524043 2371.5645032527327 50 GTEX 1 100 100 0.5 0.0025 5 2375 -87 2358.8630735228708 2371.9939396499226 50 GTEX 1 100 100 0.5 0.0025 5 2375 -88 2358.7733723837987 2371.5039586984612 50 GTEX 1 100 100 0.5 0.0025 5 2375 -89 2358.4503643051603 2373.7732666943916 50 GTEX 1 100 100 0.5 0.0025 5 2375 -90 2358.6758254258625 2371.5988305385576 50 GTEX 1 100 100 0.5 0.0025 5 2375 -91 2358.38688243021 2373.4492767682095 50 GTEX 1 100 100 0.5 0.0025 5 2375 -92 2358.984685417313 2373.876150617128 50 GTEX 1 100 100 0.5 0.0025 5 2375 -93 2357.96143844345 2371.1020229325095 50 GTEX 1 100 100 0.5 0.0025 5 2375 -94 2357.4806588635192 2370.943551995455 50 GTEX 1 100 100 0.5 0.0025 5 2375 -95 2357.6804785651393 2370.4020647984494 50 GTEX 1 100 100 0.5 0.0025 5 2375 -96 2358.6915449668504 2373.7644395719462 50 GTEX 1 100 100 0.5 0.0025 5 2375 -97 2358.0934070374806 2371.110917820223 50 GTEX 1 100 100 0.5 0.0025 5 2375 -98 2358.1638778278743 2370.754019037399 50 GTEX 1 100 100 0.5 0.0025 5 2375 -99 2357.983905931253 2374.888072198788 50 GTEX 1 100 100 0.5 0.0025 5 2375 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index 21d8e5d89..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3914.0752395141512 3265.8093359189343 50 GTEX 1 100 100 0.0 0.0025 5 5580 -1 2731.131556853329 2609.9102537205918 50 GTEX 1 100 100 0.0 0.0025 5 5580 -2 2582.081096929218 2548.729399358365 50 GTEX 1 100 100 0.0 0.0025 5 5580 -3 2536.757317230041 2490.3389980765805 50 GTEX 1 100 100 0.0 0.0025 5 5580 -4 2504.0982963487063 2469.343618646774 50 GTEX 1 100 100 0.0 0.0025 5 5580 -5 2486.956971652558 2468.437005684856 50 GTEX 1 100 100 0.0 0.0025 5 5580 -6 2468.852631875652 2450.325911953422 50 GTEX 1 100 100 0.0 0.0025 5 5580 -7 2456.16126144601 2430.9304366311194 50 GTEX 1 100 100 0.0 0.0025 5 5580 -8 2448.884530794058 2430.0006317022635 50 GTEX 1 100 100 0.0 0.0025 5 5580 -9 2440.0956005379708 2416.962836319956 50 GTEX 1 100 100 0.0 0.0025 5 5580 -10 2432.493731153695 2409.6351476168907 50 GTEX 1 100 100 0.0 0.0025 5 5580 -11 2425.170320411941 2410.358065180905 50 GTEX 1 100 100 0.0 0.0025 5 5580 -12 2421.1586488808575 2396.8827744400546 50 GTEX 1 100 100 0.0 0.0025 5 5580 -13 2416.6443557844023 2390.9050005198433 50 GTEX 1 100 100 0.0 0.0025 5 5580 -14 2413.9518057328664 2389.8362837526734 50 GTEX 1 100 100 0.0 0.0025 5 5580 -15 2410.7244856929005 2390.9316359835434 50 GTEX 1 100 100 0.0 0.0025 5 5580 -16 2406.9506951986177 2383.1499961011764 50 GTEX 1 100 100 0.0 0.0025 5 5580 -17 2404.646514779753 2381.5666397152745 50 GTEX 1 100 100 0.0 0.0025 5 5580 -18 2402.32284620363 2379.683711178856 50 GTEX 1 100 100 0.0 0.0025 5 5580 -19 2399.9180365224265 2376.9663378349273 50 GTEX 1 100 100 0.0 0.0025 5 5580 -20 2397.843732618487 2375.7350456905 50 GTEX 1 100 100 0.0 0.0025 5 5580 -21 2396.2731885626963 2375.3731772999345 50 GTEX 1 100 100 0.0 0.0025 5 5580 -22 2394.8344229358395 2371.3799761057808 50 GTEX 1 100 100 0.0 0.0025 5 5580 -23 2391.8861716449655 2370.141974271477 50 GTEX 1 100 100 0.0 0.0025 5 5580 -24 2390.9473044368347 2368.4077840014556 50 GTEX 1 100 100 0.0 0.0025 5 5580 -25 2389.946541661784 2366.8867865152683 50 GTEX 1 100 100 0.0 0.0025 5 5580 -26 2388.671412352613 2365.767873785795 50 GTEX 1 100 100 0.0 0.0025 5 5580 -27 2387.267553058486 2363.5138241147815 50 GTEX 1 100 100 0.0 0.0025 5 5580 -28 2385.89534560224 2361.4617376871433 50 GTEX 1 100 100 0.0 0.0025 5 5580 -29 2383.928850170122 2361.16926510887 50 GTEX 1 100 100 0.0 0.0025 5 5580 -30 2382.243169452316 2360.6430891493883 50 GTEX 1 100 100 0.0 0.0025 5 5580 -31 2381.7394748235233 2357.4143326327826 50 GTEX 1 100 100 0.0 0.0025 5 5580 -32 2379.3777435712127 2356.838770181054 50 GTEX 1 100 100 0.0 0.0025 5 5580 -33 2378.6358609181893 2355.3319463113417 50 GTEX 1 100 100 0.0 0.0025 5 5580 -34 2376.8114826915207 2355.6036632233245 50 GTEX 1 100 100 0.0 0.0025 5 5580 -35 2375.850655205665 2352.6184286255348 50 GTEX 1 100 100 0.0 0.0025 5 5580 -36 2374.797102016998 2353.678356330204 50 GTEX 1 100 100 0.0 0.0025 5 5580 -37 2374.283044989338 2352.603363849364 50 GTEX 1 100 100 0.0 0.0025 5 5580 -38 2373.5860805751227 2350.6953422053234 50 GTEX 1 100 100 0.0 0.0025 5 5580 -39 2372.3040237531523 2350.651966863712 50 GTEX 1 100 100 0.0 0.0025 5 5580 -40 2371.895852477067 2349.209454090423 50 GTEX 1 100 100 0.0 0.0025 5 5580 -41 2371.147065469402 2348.302714416736 50 GTEX 1 100 100 0.0 0.0025 5 5580 -42 2371.6199898434197 2348.8688287191067 50 GTEX 1 100 100 0.0 0.0025 5 5580 -43 2370.2295141851714 2346.9719414656606 50 GTEX 1 100 100 0.0 0.0025 5 5580 -44 2369.65554555875 2347.4466093230158 50 GTEX 1 100 100 0.0 0.0025 5 5580 -45 2369.2031259283895 2346.0916766612704 50 GTEX 1 100 100 0.0 0.0025 5 5580 -46 2368.9966566634425 2345.169112404943 50 GTEX 1 100 100 0.0 0.0025 5 5580 -47 2368.151164643878 2346.446359148497 50 GTEX 1 100 100 0.0 0.0025 5 5580 -48 2367.6706123904087 2345.9018772835966 50 GTEX 1 100 100 0.0 0.0025 5 5580 -49 2367.665676556558 2344.646515936906 50 GTEX 1 100 100 0.0 0.0025 5 5580 -50 2366.8865514593867 2345.7016508733363 50 GTEX 1 100 100 0.0 0.0025 5 5580 -51 2366.581514988125 2346.8144870076344 50 GTEX 1 100 100 0.0 0.0025 5 5580 -52 2366.1554361635317 2343.835315544796 50 GTEX 1 100 100 0.0 0.0025 5 5580 -53 2366.848843376375 2344.360037335878 50 GTEX 1 100 100 0.0 0.0025 5 5580 -54 2366.378034337617 2343.2360018305903 50 GTEX 1 100 100 0.0 0.0025 5 5580 -55 2365.6670084343145 2343.176053703511 50 GTEX 1 100 100 0.0 0.0025 5 5580 -56 2365.3474803975737 2343.279745239722 50 GTEX 1 100 100 0.0 0.0025 5 5580 -57 2365.462423284089 2342.90841988103 50 GTEX 1 100 100 0.0 0.0025 5 5580 -58 2364.7010141003784 2346.4021599483126 50 GTEX 1 100 100 0.0 0.0025 5 5580 -59 2365.0600471694024 2344.103491489425 50 GTEX 1 100 100 0.0 0.0025 5 5580 -60 2365.4254062838345 2342.154702074174 50 GTEX 1 100 100 0.0 0.0025 5 5580 -61 2364.67837367426 2341.296791917924 50 GTEX 1 100 100 0.0 0.0025 5 5580 -62 2364.392161664986 2341.4985100923836 50 GTEX 1 100 100 0.0 0.0025 5 5580 -63 2363.995201361473 2342.4229578518593 50 GTEX 1 100 100 0.0 0.0025 5 5580 -64 2364.5282718815192 2342.231913635486 50 GTEX 1 100 100 0.0 0.0025 5 5580 -65 2364.551316982264 2342.2627486892525 50 GTEX 1 100 100 0.0 0.0025 5 5580 -66 2363.8285476750652 2342.184105238534 50 GTEX 1 100 100 0.0 0.0025 5 5580 -67 2363.819669512971 2340.83420438005 50 GTEX 1 100 100 0.0 0.0025 5 5580 -68 2363.5788139423044 2342.339231077709 50 GTEX 1 100 100 0.0 0.0025 5 5580 -69 2363.631800632914 2340.9683940002674 50 GTEX 1 100 100 0.0 0.0025 5 5580 -70 2363.69580078125 2341.254304486989 50 GTEX 1 100 100 0.0 0.0025 5 5580 -71 2363.2982805815595 2341.3971522806264 50 GTEX 1 100 100 0.0 0.0025 5 5580 -72 2363.5125444492214 2339.474601020378 50 GTEX 1 100 100 0.0 0.0025 5 5580 -73 2363.461023143923 2341.374764213997 50 GTEX 1 100 100 0.0 0.0025 5 5580 -74 2363.1790375242617 2340.702574987375 50 GTEX 1 100 100 0.0 0.0025 5 5580 -75 2362.8476346649463 2341.5011404059233 50 GTEX 1 100 100 0.0 0.0025 5 5580 -76 2363.3012731932304 2341.4798240516575 50 GTEX 1 100 100 0.0 0.0025 5 5580 -77 2362.551593745461 2340.900807891962 50 GTEX 1 100 100 0.0 0.0025 5 5580 -78 2363.2292735775836 2342.2890430058815 50 GTEX 1 100 100 0.0 0.0025 5 5580 -79 2362.5376602709575 2341.0139619660467 50 GTEX 1 100 100 0.0 0.0025 5 5580 -80 2363.5301133934818 2340.1190199471243 50 GTEX 1 100 100 0.0 0.0025 5 5580 -81 2362.3451993448048 2340.3905298501368 50 GTEX 1 100 100 0.0 0.0025 5 5580 -82 2362.6226829979305 2339.9877966819154 50 GTEX 1 100 100 0.0 0.0025 5 5580 -83 2363.3181444786414 2340.422630629159 50 GTEX 1 100 100 0.0 0.0025 5 5580 -84 2362.5890471145244 2339.309921670776 50 GTEX 1 100 100 0.0 0.0025 5 5580 -85 2362.462706700743 2339.4802738088165 50 GTEX 1 100 100 0.0 0.0025 5 5580 -86 2362.5428614178695 2339.718593118762 50 GTEX 1 100 100 0.0 0.0025 5 5580 -87 2362.822471907968 2340.4260987256416 50 GTEX 1 100 100 0.0 0.0025 5 5580 -88 2361.9326520536797 2343.07270238608 50 GTEX 1 100 100 0.0 0.0025 5 5580 -89 2361.8764146075678 2340.3196422736455 50 GTEX 1 100 100 0.0 0.0025 5 5580 -90 2361.891288024767 2340.8845094165877 50 GTEX 1 100 100 0.0 0.0025 5 5580 -91 2361.832350203338 2341.4861573193916 50 GTEX 1 100 100 0.0 0.0025 5 5580 -92 2361.349031014189 2339.518804862019 50 GTEX 1 100 100 0.0 0.0025 5 5580 -93 2362.2160127727816 2338.317398593453 50 GTEX 1 100 100 0.0 0.0025 5 5580 -94 2361.789226231787 2338.9121432576344 50 GTEX 1 100 100 0.0 0.0025 5 5580 -95 2361.580323322957 2339.204648326105 50 GTEX 1 100 100 0.0 0.0025 5 5580 -96 2362.1445870565185 2340.2956092747445 50 GTEX 1 100 100 0.0 0.0025 5 5580 -97 2361.922449363579 2340.355593141041 50 GTEX 1 100 100 0.0 0.0025 5 5580 -98 2360.803358974761 2338.4339915228434 50 GTEX 1 100 100 0.0 0.0025 5 5580 -99 2362.1440886661394 2339.745729859791 50 GTEX 1 100 100 0.0 0.0025 5 5580 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index 472e86feb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3910.180195844777 2853.630409617841 50 GTEX 1 100 100 1.0 0.0025 5 9409 -1 2720.3092224501474 2681.6191694020317 50 GTEX 1 100 100 1.0 0.0025 5 9409 -2 2577.6133790145623 2533.6330315767586 50 GTEX 1 100 100 1.0 0.0025 5 9409 -3 2536.766576882815 2494.6741358535824 50 GTEX 1 100 100 1.0 0.0025 5 9409 -4 2504.156395808714 2472.9853877658625 50 GTEX 1 100 100 1.0 0.0025 5 9409 -5 2484.93386275083 2452.7006770957105 50 GTEX 1 100 100 1.0 0.0025 5 9409 -6 2468.2527491673377 2441.553781951788 50 GTEX 1 100 100 1.0 0.0025 5 9409 -7 2457.766678902495 2439.0229909918608 50 GTEX 1 100 100 1.0 0.0025 5 9409 -8 2446.6179202313383 2423.4369137840126 50 GTEX 1 100 100 1.0 0.0025 5 9409 -9 2438.86266304581 2416.2241675083174 50 GTEX 1 100 100 1.0 0.0025 5 9409 -10 2431.507262790318 2411.8345487761408 50 GTEX 1 100 100 1.0 0.0025 5 9409 -11 2426.278717560011 2404.722433460076 50 GTEX 1 100 100 1.0 0.0025 5 9409 -12 2421.1035859504973 2403.1403418711384 50 GTEX 1 100 100 1.0 0.0025 5 9409 -13 2416.5736474036867 2397.8937719076757 50 GTEX 1 100 100 1.0 0.0025 5 9409 -14 2413.2243842921466 2394.713134765625 50 GTEX 1 100 100 1.0 0.0025 5 9409 -15 2410.671076404591 2392.4610604986037 50 GTEX 1 100 100 1.0 0.0025 5 9409 -16 2406.7192055555233 2397.146074070223 50 GTEX 1 100 100 1.0 0.0025 5 9409 -17 2404.4142990329897 2388.925444744386 50 GTEX 1 100 100 1.0 0.0025 5 9409 -18 2401.381069990452 2384.310665232147 50 GTEX 1 100 100 1.0 0.0025 5 9409 -19 2399.9800180169436 2382.403166216136 50 GTEX 1 100 100 1.0 0.0025 5 9409 -20 2397.3783517178504 2381.260746364811 50 GTEX 1 100 100 1.0 0.0025 5 9409 -21 2394.9033955894074 2375.2948596794795 50 GTEX 1 100 100 1.0 0.0025 5 9409 -22 2393.3365746072295 2379.802051616712 50 GTEX 1 100 100 1.0 0.0025 5 9409 -23 2391.8206255735386 2376.442573112227 50 GTEX 1 100 100 1.0 0.0025 5 9409 -24 2390.6358079226275 2371.854290748277 50 GTEX 1 100 100 1.0 0.0025 5 9409 -25 2389.174210054086 2371.3794641531013 50 GTEX 1 100 100 1.0 0.0025 5 9409 -26 2387.995769535789 2372.416458419974 50 GTEX 1 100 100 1.0 0.0025 5 9409 -27 2386.3407879478136 2369.918978730989 50 GTEX 1 100 100 1.0 0.0025 5 9409 -28 2384.018825364589 2367.2619939883853 50 GTEX 1 100 100 1.0 0.0025 5 9409 -29 2383.36984818667 2367.9088830984138 50 GTEX 1 100 100 1.0 0.0025 5 9409 -30 2381.6506467057443 2365.9302848554835 50 GTEX 1 100 100 1.0 0.0025 5 9409 -31 2380.989743050696 2363.563856233662 50 GTEX 1 100 100 1.0 0.0025 5 9409 -32 2379.0764068864623 2361.7583833991803 50 GTEX 1 100 100 1.0 0.0025 5 9409 -33 2377.9742422227787 2361.6431629485505 50 GTEX 1 100 100 1.0 0.0025 5 9409 -34 2376.9565221315656 2359.9734536522697 50 GTEX 1 100 100 1.0 0.0025 5 9409 -35 2376.0435270214957 2359.0622906703006 50 GTEX 1 100 100 1.0 0.0025 5 9409 -36 2374.716203685747 2358.016388983781 50 GTEX 1 100 100 1.0 0.0025 5 9409 -37 2373.617835515805 2356.9911779831573 50 GTEX 1 100 100 1.0 0.0025 5 9409 -38 2372.90057503924 2354.2202083457105 50 GTEX 1 100 100 1.0 0.0025 5 9409 -39 2371.897815891716 2356.0047621346243 50 GTEX 1 100 100 1.0 0.0025 5 9409 -40 2371.0049675538216 2356.071161422439 50 GTEX 1 100 100 1.0 0.0025 5 9409 -41 2371.318584947837 2354.0397266924606 50 GTEX 1 100 100 1.0 0.0025 5 9409 -42 2369.7057582991824 2354.195956734197 50 GTEX 1 100 100 1.0 0.0025 5 9409 -43 2369.445519401894 2356.312965073966 50 GTEX 1 100 100 1.0 0.0025 5 9409 -44 2369.1299363496223 2354.922116355751 50 GTEX 1 100 100 1.0 0.0025 5 9409 -45 2368.018040333981 2352.679624840334 50 GTEX 1 100 100 1.0 0.0025 5 9409 -46 2367.594183274178 2351.038145812292 50 GTEX 1 100 100 1.0 0.0025 5 9409 -47 2367.2855446262347 2351.704095528606 50 GTEX 1 100 100 1.0 0.0025 5 9409 -48 2366.8482495681956 2350.37006566733 50 GTEX 1 100 100 1.0 0.0025 5 9409 -49 2366.5701344555428 2350.224307680311 50 GTEX 1 100 100 1.0 0.0025 5 9409 -50 2366.2619178895275 2350.901421492544 50 GTEX 1 100 100 1.0 0.0025 5 9409 -51 2366.2156567354446 2349.4107847032437 50 GTEX 1 100 100 1.0 0.0025 5 9409 -52 2365.1521008472278 2349.4165391813212 50 GTEX 1 100 100 1.0 0.0025 5 9409 -53 2365.1171571726127 2350.9058991058696 50 GTEX 1 100 100 1.0 0.0025 5 9409 -54 2365.167403567161 2347.815675684708 50 GTEX 1 100 100 1.0 0.0025 5 9409 -55 2364.5520977835426 2349.0899862427223 50 GTEX 1 100 100 1.0 0.0025 5 9409 -56 2364.810353047923 2349.106435101295 50 GTEX 1 100 100 1.0 0.0025 5 9409 -57 2364.2505638160437 2348.335770407557 50 GTEX 1 100 100 1.0 0.0025 5 9409 -58 2363.980909451293 2348.6363687841613 50 GTEX 1 100 100 1.0 0.0025 5 9409 -59 2364.4072901313857 2348.456097388902 50 GTEX 1 100 100 1.0 0.0025 5 9409 -60 2363.271804463036 2347.354563201788 50 GTEX 1 100 100 1.0 0.0025 5 9409 -61 2363.856690871498 2347.17401053425 50 GTEX 1 100 100 1.0 0.0025 5 9409 -62 2363.643565312401 2346.5764619660467 50 GTEX 1 100 100 1.0 0.0025 5 9409 -63 2363.293257401739 2347.011296377436 50 GTEX 1 100 100 1.0 0.0025 5 9409 -64 2363.1816630868657 2347.785843185599 50 GTEX 1 100 100 1.0 0.0025 5 9409 -65 2363.6735256763627 2346.7092020593213 50 GTEX 1 100 100 1.0 0.0025 5 9409 -66 2363.1113373057397 2346.5928611610325 50 GTEX 1 100 100 1.0 0.0025 5 9409 -67 2362.3030357405164 2347.2033556804004 50 GTEX 1 100 100 1.0 0.0025 5 9409 -68 2362.8205762657453 2347.5688829313212 50 GTEX 1 100 100 1.0 0.0025 5 9409 -69 2362.6729767919155 2346.183109646061 50 GTEX 1 100 100 1.0 0.0025 5 9409 -70 2362.8203709885324 2346.472634899299 50 GTEX 1 100 100 1.0 0.0025 5 9409 -71 2361.604424569805 2346.232213473592 50 GTEX 1 100 100 1.0 0.0025 5 9409 -72 2362.209718395768 2346.3002553729502 50 GTEX 1 100 100 1.0 0.0025 5 9409 -73 2361.6105353836024 2345.8475054026558 50 GTEX 1 100 100 1.0 0.0025 5 9409 -74 2362.042116333794 2344.849390762387 50 GTEX 1 100 100 1.0 0.0025 5 9409 -75 2361.0149249170227 2345.0664656606464 50 GTEX 1 100 100 1.0 0.0025 5 9409 -76 2361.2552521051743 2345.661599743049 50 GTEX 1 100 100 1.0 0.0025 5 9409 -77 2361.265467328533 2346.089750920865 50 GTEX 1 100 100 1.0 0.0025 5 9409 -78 2361.267938597975 2347.2186279296875 50 GTEX 1 100 100 1.0 0.0025 5 9409 -79 2361.2026687481844 2349.7839360110206 50 GTEX 1 100 100 1.0 0.0025 5 9409 -80 2361.9057995248295 2344.9129982139675 50 GTEX 1 100 100 1.0 0.0025 5 9409 -81 2361.0843730091206 2344.5495438376306 50 GTEX 1 100 100 1.0 0.0025 5 9409 -82 2360.729501290874 2347.4520894909992 50 GTEX 1 100 100 1.0 0.0025 5 9409 -83 2360.650123919355 2346.180394393863 50 GTEX 1 100 100 1.0 0.0025 5 9409 -84 2361.060676385322 2345.8381589012 50 GTEX 1 100 100 1.0 0.0025 5 9409 -85 2360.523629341355 2345.306897761704 50 GTEX 1 100 100 1.0 0.0025 5 9409 -86 2361.2575353499738 2344.9472122482475 50 GTEX 1 100 100 1.0 0.0025 5 9409 -87 2361.381430360273 2343.800180181351 50 GTEX 1 100 100 1.0 0.0025 5 9409 -88 2360.5370788670925 2345.655418250951 50 GTEX 1 100 100 1.0 0.0025 5 9409 -89 2361.396898565618 2346.316251225345 50 GTEX 1 100 100 1.0 0.0025 5 9409 -90 2360.5870991472434 2345.410171566807 50 GTEX 1 100 100 1.0 0.0025 5 9409 -91 2360.2063264734984 2344.1252176843213 50 GTEX 1 100 100 1.0 0.0025 5 9409 -92 2360.8819625594992 2343.409946456155 50 GTEX 1 100 100 1.0 0.0025 5 9409 -93 2360.0542367927324 2344.6300958553647 50 GTEX 1 100 100 1.0 0.0025 5 9409 -94 2360.4131432913346 2345.8118543733663 50 GTEX 1 100 100 1.0 0.0025 5 9409 -95 2360.770630953039 2344.0481569703543 50 GTEX 1 100 100 1.0 0.0025 5 9409 -96 2360.6252226587258 2343.766155982652 50 GTEX 1 100 100 1.0 0.0025 5 9409 -97 2361.454697485344 2343.7030456310895 50 GTEX 1 100 100 1.0 0.0025 5 9409 -98 2359.7893967459745 2344.181189475404 50 GTEX 1 100 100 1.0 0.0025 5 9409 -99 2360.6165379884565 2344.1889295686788 50 GTEX 1 100 100 1.0 0.0025 5 9409 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 31dc2f50a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3894.8135262829105 2782.1696986209304 50 GTEX 1 50 100 0.5 0.0025 5 1458 -1 2716.4638799270656 2627.7301953681977 50 GTEX 1 50 100 0.5 0.0025 5 1458 -2 2586.6565592052493 2537.5607390313094 50 GTEX 1 50 100 0.5 0.0025 5 1458 -3 2537.6322911835605 2491.3012175469344 50 GTEX 1 50 100 0.5 0.0025 5 1458 -4 2507.3552146034003 2476.951500025992 50 GTEX 1 50 100 0.5 0.0025 5 1458 -5 2486.6978990444604 2458.693469377525 50 GTEX 1 50 100 0.5 0.0025 5 1458 -6 2471.9931753321157 2444.8509721067016 50 GTEX 1 50 100 0.5 0.0025 5 1458 -7 2460.8517717744453 2436.3465102743285 50 GTEX 1 50 100 0.5 0.0025 5 1458 -8 2449.9993827241997 2423.20541509476 50 GTEX 1 50 100 0.5 0.0025 5 1458 -9 2442.8647337925904 2415.9437538988236 50 GTEX 1 50 100 0.5 0.0025 5 1458 -10 2435.085743234517 2413.29472229236 50 GTEX 1 50 100 0.5 0.0025 5 1458 -11 2428.8576106990895 2404.35134574397 50 GTEX 1 50 100 0.5 0.0025 5 1458 -12 2422.843667940692 2403.5471196047706 50 GTEX 1 50 100 0.5 0.0025 5 1458 -13 2417.7301324667264 2400.9460356389613 50 GTEX 1 50 100 0.5 0.0025 5 1458 -14 2415.6715973084133 2396.0798748291945 50 GTEX 1 50 100 0.5 0.0025 5 1458 -15 2411.3220410579183 2391.0350142214234 50 GTEX 1 50 100 0.5 0.0025 5 1458 -16 2407.964552648344 2388.715869047796 50 GTEX 1 50 100 0.5 0.0025 5 1458 -17 2404.8357208242282 2382.666860834274 50 GTEX 1 50 100 0.5 0.0025 5 1458 -18 2402.6112277042125 2383.070055363296 50 GTEX 1 50 100 0.5 0.0025 5 1458 -19 2399.9932401646424 2381.800621119742 50 GTEX 1 50 100 0.5 0.0025 5 1458 -20 2398.0903511663873 2377.6781279705324 50 GTEX 1 50 100 0.5 0.0025 5 1458 -21 2395.8363826627196 2375.8442392095412 50 GTEX 1 50 100 0.5 0.0025 5 1458 -22 2394.8063285314283 2373.7692963922887 50 GTEX 1 50 100 0.5 0.0025 5 1458 -23 2392.7082231730533 2372.7227857466432 50 GTEX 1 50 100 0.5 0.0025 5 1458 -24 2391.1888957818937 2371.8391233959123 50 GTEX 1 50 100 0.5 0.0025 5 1458 -25 2389.5894593709977 2370.0921946478434 50 GTEX 1 50 100 0.5 0.0025 5 1458 -26 2389.0346403749536 2368.8481227164034 50 GTEX 1 50 100 0.5 0.0025 5 1458 -27 2387.4667197928907 2365.2269974044975 50 GTEX 1 50 100 0.5 0.0025 5 1458 -28 2386.024626586308 2365.1650358134802 50 GTEX 1 50 100 0.5 0.0025 5 1458 -29 2384.645479651355 2362.685825362405 50 GTEX 1 50 100 0.5 0.0025 5 1458 -30 2382.8177001153676 2364.4814012186607 50 GTEX 1 50 100 0.5 0.0025 5 1458 -31 2381.8017794749194 2360.865272899091 50 GTEX 1 50 100 0.5 0.0025 5 1458 -32 2380.546004557567 2362.0833406049487 50 GTEX 1 50 100 0.5 0.0025 5 1458 -33 2380.135450595861 2358.3622967970236 50 GTEX 1 50 100 0.5 0.0025 5 1458 -34 2378.374290555763 2356.2874667671695 50 GTEX 1 50 100 0.5 0.0025 5 1458 -35 2377.5280486554448 2356.6932470517468 50 GTEX 1 50 100 0.5 0.0025 5 1458 -36 2376.784733781243 2356.0727613325807 50 GTEX 1 50 100 0.5 0.0025 5 1458 -37 2375.6213546532117 2354.6212380993047 50 GTEX 1 50 100 0.5 0.0025 5 1458 -38 2375.4793968728545 2353.6279686757366 50 GTEX 1 50 100 0.5 0.0025 5 1458 -39 2374.2470457359696 2351.8398729911773 50 GTEX 1 50 100 0.5 0.0025 5 1458 -40 2373.075525200202 2353.333828422053 50 GTEX 1 50 100 0.5 0.0025 5 1458 -41 2372.602362333261 2352.429826279557 50 GTEX 1 50 100 0.5 0.0025 5 1458 -42 2372.122723872853 2352.3602424882665 50 GTEX 1 50 100 0.5 0.0025 5 1458 -43 2371.692893632982 2351.081875297053 50 GTEX 1 50 100 0.5 0.0025 5 1458 -44 2371.3529200116195 2349.3288694896623 50 GTEX 1 50 100 0.5 0.0025 5 1458 -45 2369.5092925074437 2350.172026775636 50 GTEX 1 50 100 0.5 0.0025 5 1458 -46 2369.089093533995 2352.1640174778695 50 GTEX 1 50 100 0.5 0.0025 5 1458 -47 2369.3788462399402 2349.1188616734494 50 GTEX 1 50 100 0.5 0.0025 5 1458 -48 2368.2667690336334 2348.8094737701995 50 GTEX 1 50 100 0.5 0.0025 5 1458 -49 2367.653001488105 2353.3702104807808 50 GTEX 1 50 100 0.5 0.0025 5 1458 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index 1a5ef2aac..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3868.152031140656 3003.506628928529 50 GTEX 1 50 100 0.0 0.0025 5 8161 -1 2709.6303346028885 2654.267591121079 50 GTEX 1 50 100 0.0 0.0025 5 8161 -2 2592.5127802085535 2620.933409484167 50 GTEX 1 50 100 0.0 0.0025 5 8161 -3 2551.477583135208 2521.094196972285 50 GTEX 1 50 100 0.0 0.0025 5 8161 -4 2519.5563900372263 2484.330906160884 50 GTEX 1 50 100 0.0 0.0025 5 8161 -5 2490.649221885893 2466.6154172483957 50 GTEX 1 50 100 0.0 0.0025 5 8161 -6 2473.5143030250642 2445.0799022137894 50 GTEX 1 50 100 0.0 0.0025 5 8161 -7 2458.9960121033096 2452.298534320788 50 GTEX 1 50 100 0.0 0.0025 5 8161 -8 2448.174604696949 2428.105473855602 50 GTEX 1 50 100 0.0 0.0025 5 8161 -9 2440.1020206859603 2421.8118543733663 50 GTEX 1 50 100 0.0 0.0025 5 8161 -10 2434.2872724362837 2415.6884115821053 50 GTEX 1 50 100 0.0 0.0025 5 8161 -11 2428.46734864777 2412.93893049697 50 GTEX 1 50 100 0.0 0.0025 5 8161 -12 2423.842714097944 2408.4069192980633 50 GTEX 1 50 100 0.0 0.0025 5 8161 -13 2419.8391292254096 2403.3559138657024 50 GTEX 1 50 100 0.0 0.0025 5 8161 -14 2415.7819629256974 2398.747169639674 50 GTEX 1 50 100 0.0 0.0025 5 8161 -15 2412.711983588551 2396.474021766576 50 GTEX 1 50 100 0.0 0.0025 5 8161 -16 2409.159723053188 2394.1774906985206 50 GTEX 1 50 100 0.0 0.0025 5 8161 -17 2405.4622894670715 2392.0182381401496 50 GTEX 1 50 100 0.0 0.0025 5 8161 -18 2403.1973060873047 2389.117298894962 50 GTEX 1 50 100 0.0 0.0025 5 8161 -19 2401.06651451052 2386.540597429747 50 GTEX 1 50 100 0.0 0.0025 5 8161 -20 2398.902492472825 2384.615989075867 50 GTEX 1 50 100 0.0 0.0025 5 8161 -21 2396.5949538631726 2383.004349973265 50 GTEX 1 50 100 0.0 0.0025 5 8161 -22 2395.1425652564913 2380.2406934150727 50 GTEX 1 50 100 0.0 0.0025 5 8161 -23 2392.854414641196 2379.5033344225285 50 GTEX 1 50 100 0.0 0.0025 5 8161 -24 2391.9200609013133 2376.910447733484 50 GTEX 1 50 100 0.0 0.0025 5 8161 -25 2389.972370899201 2375.9675641078006 50 GTEX 1 50 100 0.0 0.0025 5 8161 -26 2388.9471061999084 2375.6457111083055 50 GTEX 1 50 100 0.0 0.0025 5 8161 -27 2386.501110276363 2371.473591503535 50 GTEX 1 50 100 0.0 0.0025 5 8161 -28 2385.827790392985 2373.2251101881834 50 GTEX 1 50 100 0.0 0.0025 5 8161 -29 2383.7578072649153 2369.1442393023704 50 GTEX 1 50 100 0.0 0.0025 5 8161 -30 2382.0963396648804 2366.854019687203 50 GTEX 1 50 100 0.0 0.0025 5 8161 -31 2380.9359677964408 2365.330055846008 50 GTEX 1 50 100 0.0 0.0025 5 8161 -32 2379.1689965028604 2365.569591217621 50 GTEX 1 50 100 0.0 0.0025 5 8161 -33 2377.975401729569 2361.893686040726 50 GTEX 1 50 100 0.0 0.0025 5 8161 -34 2377.004914274585 2361.0916706273765 50 GTEX 1 50 100 0.0 0.0025 5 8161 -35 2375.4870912610913 2362.7606043362343 50 GTEX 1 50 100 0.0 0.0025 5 8161 -36 2374.4679914542785 2360.1420415725997 50 GTEX 1 50 100 0.0 0.0025 5 8161 -37 2373.931555393695 2358.818354269398 50 GTEX 1 50 100 0.0 0.0025 5 8161 -38 2372.8346196770276 2359.3352756282675 50 GTEX 1 50 100 0.0 0.0025 5 8161 -39 2372.1581514446566 2356.6727763709005 50 GTEX 1 50 100 0.0 0.0025 5 8161 -40 2371.867577449339 2358.765935049311 50 GTEX 1 50 100 0.0 0.0025 5 8161 -41 2370.617665465812 2357.3436989439756 50 GTEX 1 50 100 0.0 0.0025 5 8161 -42 2369.8924934352553 2355.9175384869595 50 GTEX 1 50 100 0.0 0.0025 5 8161 -43 2369.338928203315 2354.5718335053766 50 GTEX 1 50 100 0.0 0.0025 5 8161 -44 2369.4552614819077 2355.4951519984256 50 GTEX 1 50 100 0.0 0.0025 5 8161 -45 2369.082526984154 2355.2299475144073 50 GTEX 1 50 100 0.0 0.0025 5 8161 -46 2368.9525681726655 2353.4008543065293 50 GTEX 1 50 100 0.0 0.0025 5 8161 -47 2367.907469001078 2353.9098517704374 50 GTEX 1 50 100 0.0 0.0025 5 8161 -48 2367.0534073541644 2351.632150164122 50 GTEX 1 50 100 0.0 0.0025 5 8161 -49 2367.271412166935 2352.166776359761 50 GTEX 1 50 100 0.0 0.0025 5 8161 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index 5bcbaf168..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.0025lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3896.8696867758563 2918.8774506891637 50 GTEX 1 50 100 1.0 0.0025 5 7752 -1 2711.9006286537283 2691.668855268239 50 GTEX 1 50 100 1.0 0.0025 5 7752 -2 2588.2075224969385 2556.636964515135 50 GTEX 1 50 100 1.0 0.0025 5 7752 -3 2547.8506525752287 2528.150643584393 50 GTEX 1 50 100 1.0 0.0025 5 7752 -4 2520.7081853153963 2523.2217989729384 50 GTEX 1 50 100 1.0 0.0025 5 7752 -5 2502.1264401382764 2481.9234951004782 50 GTEX 1 50 100 1.0 0.0025 5 7752 -6 2480.274105811429 2472.5588355698965 50 GTEX 1 50 100 1.0 0.0025 5 7752 -7 2462.750084818688 2450.0936768970564 50 GTEX 1 50 100 1.0 0.0025 5 7752 -8 2450.429585970303 2437.433510899997 50 GTEX 1 50 100 1.0 0.0025 5 7752 -9 2441.652041481883 2439.8213134301477 50 GTEX 1 50 100 1.0 0.0025 5 7752 -10 2434.378708090439 2421.2297425940915 50 GTEX 1 50 100 1.0 0.0025 5 7752 -11 2428.2736800933094 2421.182209435525 50 GTEX 1 50 100 1.0 0.0025 5 7752 -12 2423.077782192212 2411.458254505926 50 GTEX 1 50 100 1.0 0.0025 5 7752 -13 2418.103320482705 2408.4141058976206 50 GTEX 1 50 100 1.0 0.0025 5 7752 -14 2414.6542992475506 2408.1316194135425 50 GTEX 1 50 100 1.0 0.0025 5 7752 -15 2410.1860180584117 2402.2056086435064 50 GTEX 1 50 100 1.0 0.0025 5 7752 -16 2407.9905870856082 2400.5868588291646 50 GTEX 1 50 100 1.0 0.0025 5 7752 -17 2405.430960425029 2400.272326335254 50 GTEX 1 50 100 1.0 0.0025 5 7752 -18 2402.1278029365576 2396.728568537607 50 GTEX 1 50 100 1.0 0.0025 5 7752 -19 2400.494039920538 2392.21802454031 50 GTEX 1 50 100 1.0 0.0025 5 7752 -20 2398.3058171951748 2393.371900435183 50 GTEX 1 50 100 1.0 0.0025 5 7752 -21 2395.8812446823918 2389.818500939431 50 GTEX 1 50 100 1.0 0.0025 5 7752 -22 2394.4083505326066 2387.513057578199 50 GTEX 1 50 100 1.0 0.0025 5 7752 -23 2392.552474580698 2386.558479570164 50 GTEX 1 50 100 1.0 0.0025 5 7752 -24 2390.6957484561917 2384.4702510471125 50 GTEX 1 50 100 1.0 0.0025 5 7752 -25 2389.3710286595874 2381.199460105751 50 GTEX 1 50 100 1.0 0.0025 5 7752 -26 2387.6117935833436 2379.233482447867 50 GTEX 1 50 100 1.0 0.0025 5 7752 -27 2385.6820345457822 2378.1708789433815 50 GTEX 1 50 100 1.0 0.0025 5 7752 -28 2383.619317844222 2378.118800870366 50 GTEX 1 50 100 1.0 0.0025 5 7752 -29 2382.315898111532 2374.6123051516456 50 GTEX 1 50 100 1.0 0.0025 5 7752 -30 2380.910937644416 2375.677907501337 50 GTEX 1 50 100 1.0 0.0025 5 7752 -31 2379.14273556437 2372.0165349575955 50 GTEX 1 50 100 1.0 0.0025 5 7752 -32 2378.507660398869 2372.0825464516993 50 GTEX 1 50 100 1.0 0.0025 5 7752 -33 2376.4850150987063 2370.1627368999525 50 GTEX 1 50 100 1.0 0.0025 5 7752 -34 2375.875226759112 2369.048269757753 50 GTEX 1 50 100 1.0 0.0025 5 7752 -35 2374.877062339698 2367.434348450867 50 GTEX 1 50 100 1.0 0.0025 5 7752 -36 2374.179280762286 2366.4852253148765 50 GTEX 1 50 100 1.0 0.0025 5 7752 -37 2372.7740619450296 2364.7676871992335 50 GTEX 1 50 100 1.0 0.0025 5 7752 -38 2371.3032354216043 2364.007375506847 50 GTEX 1 50 100 1.0 0.0025 5 7752 -39 2372.1336292505794 2365.1235500089115 50 GTEX 1 50 100 1.0 0.0025 5 7752 -40 2370.394931231102 2363.9980642804626 50 GTEX 1 50 100 1.0 0.0025 5 7752 -41 2369.6451869765947 2362.3601751871433 50 GTEX 1 50 100 1.0 0.0025 5 7752 -42 2369.4613030017513 2361.417488823372 50 GTEX 1 50 100 1.0 0.0025 5 7752 -43 2368.2843765576313 2362.182691450808 50 GTEX 1 50 100 1.0 0.0025 5 7752 -44 2368.7026611921265 2361.0050789140478 50 GTEX 1 50 100 1.0 0.0025 5 7752 -45 2368.1005659513394 2359.7033002149924 50 GTEX 1 50 100 1.0 0.0025 5 7752 -46 2367.812353056588 2360.234929189936 50 GTEX 1 50 100 1.0 0.0025 5 7752 -47 2366.9758314449205 2361.016885155507 50 GTEX 1 50 100 1.0 0.0025 5 7752 -48 2366.6437181356127 2359.0688757370635 50 GTEX 1 50 100 1.0 0.0025 5 7752 -49 2366.382768865698 2358.6315581463136 50 GTEX 1 50 100 1.0 0.0025 5 7752 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 79c8f40fa..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4713.662265060746 4042.230691539924 100 GTEX 1 100 100 0.5 0.002 5 3056 -1 3522.9713388912223 3008.7731515862642 100 GTEX 1 100 100 0.5 0.002 5 3056 -2 2918.04636598472 2937.3043226814993 100 GTEX 1 100 100 0.5 0.002 5 3056 -3 2723.93619754703 2617.1784315218038 100 GTEX 1 100 100 0.5 0.002 5 3056 -4 2649.3549036445265 2575.2598937292064 100 GTEX 1 100 100 0.5 0.002 5 3056 -5 2598.591978607226 2591.647250215364 100 GTEX 1 100 100 0.5 0.002 5 3056 -6 2570.244273049433 2531.6300099884147 100 GTEX 1 100 100 0.5 0.002 5 3056 -7 2549.7303331277813 2528.937321768061 100 GTEX 1 100 100 0.5 0.002 5 3056 -8 2532.5166358355423 2497.803859464116 100 GTEX 1 100 100 0.5 0.002 5 3056 -9 2520.6601857263636 2503.826792901913 100 GTEX 1 100 100 0.5 0.002 5 3056 -10 2507.3755121872773 2487.7063823743465 100 GTEX 1 100 100 0.5 0.002 5 3056 -11 2499.670488579366 2471.646359983959 100 GTEX 1 100 100 0.5 0.002 5 3056 -12 2490.3542141606617 2463.463034510159 100 GTEX 1 100 100 0.5 0.002 5 3056 -13 2480.850143766257 2462.9562932583767 100 GTEX 1 100 100 0.5 0.002 5 3056 -14 2476.632768349926 2477.1271165042776 100 GTEX 1 100 100 0.5 0.002 5 3056 -15 2467.1151877234324 2445.3746426078305 100 GTEX 1 100 100 0.5 0.002 5 3056 -16 2462.801802529923 2437.941403465126 100 GTEX 1 100 100 0.5 0.002 5 3056 -17 2456.3908477876685 2435.188391159696 100 GTEX 1 100 100 0.5 0.002 5 3056 -18 2452.668752878007 2432.1952948624644 100 GTEX 1 100 100 0.5 0.002 5 3056 -19 2447.734331984624 2419.450874821768 100 GTEX 1 100 100 0.5 0.002 5 3056 -20 2443.223909008348 2423.8708765298243 100 GTEX 1 100 100 0.5 0.002 5 3056 -21 2437.875245404266 2412.723502851711 100 GTEX 1 100 100 0.5 0.002 5 3056 -22 2436.0087507148596 2414.8536000995127 100 GTEX 1 100 100 0.5 0.002 5 3056 -23 2430.68887566679 2420.8501728478495 100 GTEX 1 100 100 0.5 0.002 5 3056 -24 2429.530060294766 2409.120271283864 100 GTEX 1 100 100 0.5 0.002 5 3056 -25 2425.9189979728103 2406.4424542909337 100 GTEX 1 100 100 0.5 0.002 5 3056 -26 2424.259037767706 2399.1537259758197 100 GTEX 1 100 100 0.5 0.002 5 3056 -27 2420.9581896478803 2401.2343555058815 100 GTEX 1 100 100 0.5 0.002 5 3056 -28 2418.541276889252 2400.103513768417 100 GTEX 1 100 100 0.5 0.002 5 3056 -29 2416.573523154238 2395.321681729741 100 GTEX 1 100 100 0.5 0.002 5 3056 -30 2415.0619834802387 2392.7203188123813 100 GTEX 1 100 100 0.5 0.002 5 3056 -31 2414.1691699053704 2394.388342331571 100 GTEX 1 100 100 0.5 0.002 5 3056 -32 2411.7707397035424 2390.594750698075 100 GTEX 1 100 100 0.5 0.002 5 3056 -33 2409.4119857702663 2388.7682492796457 100 GTEX 1 100 100 0.5 0.002 5 3056 -34 2408.599351360111 2387.964758347196 100 GTEX 1 100 100 0.5 0.002 5 3056 -35 2407.4722603692844 2386.6154181766874 100 GTEX 1 100 100 0.5 0.002 5 3056 -36 2405.0421419676572 2384.848491712215 100 GTEX 1 100 100 0.5 0.002 5 3056 -37 2403.8954681496416 2383.4650359063094 100 GTEX 1 100 100 0.5 0.002 5 3056 -38 2402.3940588287355 2384.62275817639 100 GTEX 1 100 100 0.5 0.002 5 3056 -39 2401.7403846967177 2381.579288149061 100 GTEX 1 100 100 0.5 0.002 5 3056 -40 2400.1856463158206 2380.5742688777327 100 GTEX 1 100 100 0.5 0.002 5 3056 -41 2399.11757871298 2379.158181774299 100 GTEX 1 100 100 0.5 0.002 5 3056 -42 2397.882973034001 2375.9154558653163 100 GTEX 1 100 100 0.5 0.002 5 3056 -43 2396.5610468126947 2376.2350582224335 100 GTEX 1 100 100 0.5 0.002 5 3056 -44 2395.8319312418303 2376.541960625594 100 GTEX 1 100 100 0.5 0.002 5 3056 -45 2394.3110947794808 2376.3259778621077 100 GTEX 1 100 100 0.5 0.002 5 3056 -46 2393.327585322081 2372.1670358171937 100 GTEX 1 100 100 0.5 0.002 5 3056 -47 2392.594820304041 2372.722316495366 100 GTEX 1 100 100 0.5 0.002 5 3056 -48 2392.047494493619 2371.0804856449026 100 GTEX 1 100 100 0.5 0.002 5 3056 -49 2390.6249931660223 2371.4453561296937 100 GTEX 1 100 100 0.5 0.002 5 3056 -50 2389.3486730427076 2370.483605446471 100 GTEX 1 100 100 0.5 0.002 5 3056 -51 2388.143846150196 2367.9016076149596 100 GTEX 1 100 100 0.5 0.002 5 3056 -52 2387.84333016168 2367.5103699426686 100 GTEX 1 100 100 0.5 0.002 5 3056 -53 2386.62638208815 2366.5319777804184 100 GTEX 1 100 100 0.5 0.002 5 3056 -54 2385.6890239254203 2364.646625475285 100 GTEX 1 100 100 0.5 0.002 5 3056 -55 2385.2033433520305 2366.052970161003 100 GTEX 1 100 100 0.5 0.002 5 3056 -56 2384.239662074509 2363.3608008555134 100 GTEX 1 100 100 0.5 0.002 5 3056 -57 2383.0601752097746 2363.729271254159 100 GTEX 1 100 100 0.5 0.002 5 3056 -58 2382.0267244626893 2363.123847990435 100 GTEX 1 100 100 0.5 0.002 5 3056 -59 2380.8843438267468 2360.15648392942 100 GTEX 1 100 100 0.5 0.002 5 3056 -60 2380.4076685790114 2360.5867191213165 100 GTEX 1 100 100 0.5 0.002 5 3056 -61 2380.0294379901898 2360.0476584778994 100 GTEX 1 100 100 0.5 0.002 5 3056 -62 2378.670600527655 2358.659809069035 100 GTEX 1 100 100 0.5 0.002 5 3056 -63 2378.2517401369973 2357.7559976904113 100 GTEX 1 100 100 0.5 0.002 5 3056 -64 2377.4565265156266 2356.853017132545 100 GTEX 1 100 100 0.5 0.002 5 3056 -65 2377.087991638925 2356.989825926806 100 GTEX 1 100 100 0.5 0.002 5 3056 -66 2376.388029016914 2355.3035837615853 100 GTEX 1 100 100 0.5 0.002 5 3056 -67 2375.411305647661 2354.0950672454255 100 GTEX 1 100 100 0.5 0.002 5 3056 -68 2374.354019611504 2354.3401315203187 100 GTEX 1 100 100 0.5 0.002 5 3056 -69 2373.5231117126846 2354.0487334392824 100 GTEX 1 100 100 0.5 0.002 5 3056 -70 2373.605083339454 2353.035831117811 100 GTEX 1 100 100 0.5 0.002 5 3056 -71 2373.097629919845 2352.674180875713 100 GTEX 1 100 100 0.5 0.002 5 3056 -72 2372.1474606538254 2351.9334619326282 100 GTEX 1 100 100 0.5 0.002 5 3056 -73 2372.211551371706 2352.297350285171 100 GTEX 1 100 100 0.5 0.002 5 3056 -74 2371.2218204932265 2353.066209452234 100 GTEX 1 100 100 0.5 0.002 5 3056 -75 2371.62630446448 2351.092351993227 100 GTEX 1 100 100 0.5 0.002 5 3056 -76 2369.624591998645 2351.0382029022103 100 GTEX 1 100 100 0.5 0.002 5 3056 -77 2370.179364317333 2349.951016850345 100 GTEX 1 100 100 0.5 0.002 5 3056 -78 2369.45392485905 2349.196479362227 100 GTEX 1 100 100 0.5 0.002 5 3056 -79 2368.7135433085405 2348.5670077827945 100 GTEX 1 100 100 0.5 0.002 5 3056 -80 2368.6297637723474 2347.6542476755585 100 GTEX 1 100 100 0.5 0.002 5 3056 -81 2368.6663074229477 2347.7108725196053 100 GTEX 1 100 100 0.5 0.002 5 3056 -82 2368.228861991614 2348.145319369356 100 GTEX 1 100 100 0.5 0.002 5 3056 -83 2367.518690825491 2348.8338581273765 100 GTEX 1 100 100 0.5 0.002 5 3056 -84 2366.820130587254 2346.3025923464234 100 GTEX 1 100 100 0.5 0.002 5 3056 -85 2367.0921472130576 2346.920020273883 100 GTEX 1 100 100 0.5 0.002 5 3056 -86 2366.0468447499784 2345.472590341314 100 GTEX 1 100 100 0.5 0.002 5 3056 -87 2366.1137967382174 2345.7784456318323 100 GTEX 1 100 100 0.5 0.002 5 3056 -88 2365.6414757141583 2345.4776439594225 100 GTEX 1 100 100 0.5 0.002 5 3056 -89 2365.958834697997 2345.1372720116447 100 GTEX 1 100 100 0.5 0.002 5 3056 -90 2365.219904039608 2345.92259721067 100 GTEX 1 100 100 0.5 0.002 5 3056 -91 2365.42730811532 2346.2569612568323 100 GTEX 1 100 100 0.5 0.002 5 3056 -92 2364.8092054554636 2346.3772381104445 100 GTEX 1 100 100 0.5 0.002 5 3056 -93 2364.849822105117 2344.254928298776 100 GTEX 1 100 100 0.5 0.002 5 3056 -94 2364.0316695546453 2344.2978710566185 100 GTEX 1 100 100 0.5 0.002 5 3056 -95 2363.8161185524386 2343.832975322303 100 GTEX 1 100 100 0.5 0.002 5 3056 -96 2364.0646380808003 2344.1128347418608 100 GTEX 1 100 100 0.5 0.002 5 3056 -97 2363.60616842036 2343.5649107726354 100 GTEX 1 100 100 0.5 0.002 5 3056 -98 2363.551363272791 2344.5836492618228 100 GTEX 1 100 100 0.5 0.002 5 3056 -99 2362.884428568069 2343.4969570609555 100 GTEX 1 100 100 0.5 0.002 5 3056 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 9513eb133..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4688.376631051242 3766.839377747742 100 GTEX 1 100 100 0.0 0.002 5 8657 -1 3410.2256783896114 3323.0909066435956 100 GTEX 1 100 100 0.0 0.002 5 8657 -2 2890.183024415197 2809.6161691643892 100 GTEX 1 100 100 0.0 0.002 5 8657 -3 2710.0595128812997 2703.1956949560363 100 GTEX 1 100 100 0.0 0.002 5 8657 -4 2640.909020571871 2615.1528738043608 100 GTEX 1 100 100 0.0 0.002 5 8657 -5 2602.6066156719558 2596.4455000148528 100 GTEX 1 100 100 0.0 0.002 5 8657 -6 2579.4971951550865 2551.023915570045 100 GTEX 1 100 100 0.0 0.002 5 8657 -7 2558.262355135149 2543.709132901616 100 GTEX 1 100 100 0.0 0.002 5 8657 -8 2543.547108644667 2528.9825527640805 100 GTEX 1 100 100 0.0 0.002 5 8657 -9 2526.0481280935996 2511.9830828184413 100 GTEX 1 100 100 0.0 0.002 5 8657 -10 2511.515587168132 2504.249132047588 100 GTEX 1 100 100 0.0 0.002 5 8657 -11 2503.87757793107 2493.8936725805015 100 GTEX 1 100 100 0.0 0.002 5 8657 -12 2494.1240764588506 2480.8085733275902 100 GTEX 1 100 100 0.0 0.002 5 8657 -13 2486.704046607005 2479.0225333442254 100 GTEX 1 100 100 0.0 0.002 5 8657 -14 2476.5639852167396 2471.131034822065 100 GTEX 1 100 100 0.0 0.002 5 8657 -15 2473.4308857412593 2460.452694272814 100 GTEX 1 100 100 0.0 0.002 5 8657 -16 2464.5618727955907 2468.0900786077113 100 GTEX 1 100 100 0.0 0.002 5 8657 -17 2459.793961533526 2448.74993130644 100 GTEX 1 100 100 0.0 0.002 5 8657 -18 2453.889938894441 2448.7346395630348 100 GTEX 1 100 100 0.0 0.002 5 8657 -19 2449.1360743961754 2439.7402492276615 100 GTEX 1 100 100 0.0 0.002 5 8657 -20 2446.9999831858363 2436.812365397754 100 GTEX 1 100 100 0.0 0.002 5 8657 -21 2439.3544094576887 2446.2046251188212 100 GTEX 1 100 100 0.0 0.002 5 8657 -22 2438.0191773531164 2429.837857206511 100 GTEX 1 100 100 0.0 0.002 5 8657 -23 2431.6319827003917 2428.094986484078 100 GTEX 1 100 100 0.0 0.002 5 8657 -24 2429.1273892875 2425.4358030834123 100 GTEX 1 100 100 0.0 0.002 5 8657 -25 2427.5758740683095 2422.9341980676686 100 GTEX 1 100 100 0.0 0.002 5 8657 -26 2424.6233258818047 2417.401781205442 100 GTEX 1 100 100 0.0 0.002 5 8657 -27 2422.308303628311 2415.4139501767468 100 GTEX 1 100 100 0.0 0.002 5 8657 -28 2419.305161494369 2414.411278554242 100 GTEX 1 100 100 0.0 0.002 5 8657 -29 2418.0133696326716 2412.028875430727 100 GTEX 1 100 100 0.0 0.002 5 8657 -30 2416.905127706152 2408.5496301687263 100 GTEX 1 100 100 0.0 0.002 5 8657 -31 2414.040710494349 2404.5419104978614 100 GTEX 1 100 100 0.0 0.002 5 8657 -32 2412.2168501284477 2403.49951171875 100 GTEX 1 100 100 0.0 0.002 5 8657 -33 2410.6466009910246 2405.741810613712 100 GTEX 1 100 100 0.0 0.002 5 8657 -34 2408.482469712843 2402.371681358424 100 GTEX 1 100 100 0.0 0.002 5 8657 -35 2407.3332762975583 2406.219360815708 100 GTEX 1 100 100 0.0 0.002 5 8657 -36 2405.5739437404272 2397.876685777091 100 GTEX 1 100 100 0.0 0.002 5 8657 -37 2403.363735412939 2396.4087935182984 100 GTEX 1 100 100 0.0 0.002 5 8657 -38 2402.5940130694535 2397.4396619905538 100 GTEX 1 100 100 0.0 0.002 5 8657 -39 2400.4907411466725 2394.586067460789 100 GTEX 1 100 100 0.0 0.002 5 8657 -40 2399.580717295317 2392.7435613711978 100 GTEX 1 100 100 0.0 0.002 5 8657 -41 2399.1880527011594 2392.6816684737405 100 GTEX 1 100 100 0.0 0.002 5 8657 -42 2397.4885393680433 2391.602027573966 100 GTEX 1 100 100 0.0 0.002 5 8657 -43 2396.6512083297575 2390.6734930118228 100 GTEX 1 100 100 0.0 0.002 5 8657 -44 2395.2882962177005 2390.232076550618 100 GTEX 1 100 100 0.0 0.002 5 8657 -45 2394.785592309346 2387.334015936906 100 GTEX 1 100 100 0.0 0.002 5 8657 -46 2394.297625602834 2387.287152076402 100 GTEX 1 100 100 0.0 0.002 5 8657 -47 2392.5365698776013 2385.4056791008197 100 GTEX 1 100 100 0.0 0.002 5 8657 -48 2391.3600382568643 2386.481911314758 100 GTEX 1 100 100 0.0 0.002 5 8657 -49 2390.8547866674617 2383.448335016635 100 GTEX 1 100 100 0.0 0.002 5 8657 -50 2389.889292554895 2385.3222795493703 100 GTEX 1 100 100 0.0 0.002 5 8657 -51 2388.8137443254777 2382.133978433935 100 GTEX 1 100 100 0.0 0.002 5 8657 -52 2387.3745777633408 2381.3039253728016 100 GTEX 1 100 100 0.0 0.002 5 8657 -53 2386.8647519735496 2379.8946695654113 100 GTEX 1 100 100 0.0 0.002 5 8657 -54 2385.7711226641723 2379.3247775813925 100 GTEX 1 100 100 0.0 0.002 5 8657 -55 2384.913936729024 2379.129550484197 100 GTEX 1 100 100 0.0 0.002 5 8657 -56 2384.432292973289 2378.7523133020436 100 GTEX 1 100 100 0.0 0.002 5 8657 -57 2382.7088026685624 2376.9815641337927 100 GTEX 1 100 100 0.0 0.002 5 8657 -58 2382.187883399036 2375.4781897947364 100 GTEX 1 100 100 0.0 0.002 5 8657 -59 2381.059304664187 2374.0660024432627 100 GTEX 1 100 100 0.0 0.002 5 8657 -60 2380.6008794117065 2374.7527347463165 100 GTEX 1 100 100 0.0 0.002 5 8657 -61 2379.3577299197623 2373.917857355038 100 GTEX 1 100 100 0.0 0.002 5 8657 -62 2378.321441782557 2372.6395416839946 100 GTEX 1 100 100 0.0 0.002 5 8657 -63 2377.4109523181264 2375.798661032557 100 GTEX 1 100 100 0.0 0.002 5 8657 -64 2377.334231997085 2370.5560353790397 100 GTEX 1 100 100 0.0 0.002 5 8657 -65 2375.789332841837 2369.727603114603 100 GTEX 1 100 100 0.0 0.002 5 8657 -66 2375.976720197256 2369.4258675810956 100 GTEX 1 100 100 0.0 0.002 5 8657 -67 2374.4657064300663 2368.4571222225522 100 GTEX 1 100 100 0.0 0.002 5 8657 -68 2374.054091860831 2367.128070787785 100 GTEX 1 100 100 0.0 0.002 5 8657 -69 2372.7291565489413 2368.403805808876 100 GTEX 1 100 100 0.0 0.002 5 8657 -70 2372.3810788617284 2368.39623002317 100 GTEX 1 100 100 0.0 0.002 5 8657 -71 2372.293040751756 2367.677893112821 100 GTEX 1 100 100 0.0 0.002 5 8657 -72 2371.322605312368 2365.4296160215663 100 GTEX 1 100 100 0.0 0.002 5 8657 -73 2371.2992856662454 2365.14737182153 100 GTEX 1 100 100 0.0 0.002 5 8657 -74 2370.586227776421 2363.3495072629516 100 GTEX 1 100 100 0.0 0.002 5 8657 -75 2370.2344823321305 2363.0360520511526 100 GTEX 1 100 100 0.0 0.002 5 8657 -76 2369.776137565854 2362.846234107652 100 GTEX 1 100 100 0.0 0.002 5 8657 -77 2368.593993882739 2362.254402885872 100 GTEX 1 100 100 0.0 0.002 5 8657 -78 2368.6974218780947 2363.790694436193 100 GTEX 1 100 100 0.0 0.002 5 8657 -79 2367.8206693109946 2362.215567817253 100 GTEX 1 100 100 0.0 0.002 5 8657 -80 2367.5550461935622 2362.3078622564162 100 GTEX 1 100 100 0.0 0.002 5 8657 -81 2367.3759177129273 2360.4590103671576 100 GTEX 1 100 100 0.0 0.002 5 8657 -82 2367.253376191227 2361.037927199679 100 GTEX 1 100 100 0.0 0.002 5 8657 -83 2366.1417922949454 2360.7698812158387 100 GTEX 1 100 100 0.0 0.002 5 8657 -84 2365.7425211786253 2359.9133310064162 100 GTEX 1 100 100 0.0 0.002 5 8657 -85 2365.739131396809 2359.138618034102 100 GTEX 1 100 100 0.0 0.002 5 8657 -86 2365.1478381730617 2359.4011694614424 100 GTEX 1 100 100 0.0 0.002 5 8657 -87 2364.313083466953 2359.4226686891043 100 GTEX 1 100 100 0.0 0.002 5 8657 -88 2364.607842332246 2358.8188773615734 100 GTEX 1 100 100 0.0 0.002 5 8657 -89 2364.4173924522765 2360.040316621614 100 GTEX 1 100 100 0.0 0.002 5 8657 -90 2363.8713291225026 2360.2490522145317 100 GTEX 1 100 100 0.0 0.002 5 8657 -91 2363.970880086336 2358.304801679836 100 GTEX 1 100 100 0.0 0.002 5 8657 -92 2363.592572338039 2358.0527278769605 100 GTEX 1 100 100 0.0 0.002 5 8657 -93 2363.438381402586 2357.3166039760576 100 GTEX 1 100 100 0.0 0.002 5 8657 -94 2363.3839600408824 2357.289142333056 100 GTEX 1 100 100 0.0 0.002 5 8657 -95 2363.144931411622 2359.8457337586146 100 GTEX 1 100 100 0.0 0.002 5 8657 -96 2362.9883102879576 2359.116232288201 100 GTEX 1 100 100 0.0 0.002 5 8657 -97 2362.297250765612 2357.300112880228 100 GTEX 1 100 100 0.0 0.002 5 8657 -98 2361.911903324129 2357.1132979592444 100 GTEX 1 100 100 0.0 0.002 5 8657 -99 2361.5967440300433 2355.578934470057 100 GTEX 1 100 100 0.0 0.002 5 8657 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index 021743c95..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4687.753667421825 4086.2335404660766 100 GTEX 1 100 100 1.0 0.002 5 713 -1 3445.65197951189 3103.0885506401496 100 GTEX 1 100 100 1.0 0.002 5 713 -2 2905.293903457611 2781.2226571782912 100 GTEX 1 100 100 1.0 0.002 5 713 -3 2723.5410487375552 2713.9910364187263 100 GTEX 1 100 100 1.0 0.002 5 713 -4 2655.341651788367 2584.4469936356345 100 GTEX 1 100 100 1.0 0.002 5 713 -5 2609.1801845751606 2554.1515249970294 100 GTEX 1 100 100 1.0 0.002 5 713 -6 2573.648465686934 2562.9550586308815 100 GTEX 1 100 100 1.0 0.002 5 713 -7 2555.5315250611498 2531.0023392942016 100 GTEX 1 100 100 1.0 0.002 5 713 -8 2538.371752906478 2555.7478166587453 100 GTEX 1 100 100 1.0 0.002 5 713 -9 2525.7118749669908 2491.186619051509 100 GTEX 1 100 100 1.0 0.002 5 713 -10 2512.251367646537 2475.4581479844937 100 GTEX 1 100 100 1.0 0.002 5 713 -11 2501.8734412084 2468.806794721364 100 GTEX 1 100 100 1.0 0.002 5 713 -12 2494.5328323107983 2455.584387253446 100 GTEX 1 100 100 1.0 0.002 5 713 -13 2484.934334630534 2456.5238199560363 100 GTEX 1 100 100 1.0 0.002 5 713 -14 2476.800107161926 2441.5588555281606 100 GTEX 1 100 100 1.0 0.002 5 713 -15 2469.1545969510867 2433.031831110385 100 GTEX 1 100 100 1.0 0.002 5 713 -16 2463.658097417551 2433.6854215556677 100 GTEX 1 100 100 1.0 0.002 5 713 -17 2459.7548661272795 2435.0035776348623 100 GTEX 1 100 100 1.0 0.002 5 713 -18 2453.2107940122596 2421.1274933905656 100 GTEX 1 100 100 1.0 0.002 5 713 -19 2449.5539492499024 2421.4786409443323 100 GTEX 1 100 100 1.0 0.002 5 713 -20 2442.636407739549 2416.552208962096 100 GTEX 1 100 100 1.0 0.002 5 713 -21 2441.1998512152823 2413.9427188539685 100 GTEX 1 100 100 1.0 0.002 5 713 -22 2436.722232285505 2404.7247216982532 100 GTEX 1 100 100 1.0 0.002 5 713 -23 2434.053905847698 2406.5380785111693 100 GTEX 1 100 100 1.0 0.002 5 713 -24 2432.519614624526 2403.7226181900546 100 GTEX 1 100 100 1.0 0.002 5 713 -25 2428.627345859507 2398.107446010575 100 GTEX 1 100 100 1.0 0.002 5 713 -26 2426.461667858787 2400.172429189936 100 GTEX 1 100 100 1.0 0.002 5 713 -27 2424.104273732315 2398.524124435599 100 GTEX 1 100 100 1.0 0.002 5 713 -28 2420.457346747666 2397.862657438213 100 GTEX 1 100 100 1.0 0.002 5 713 -29 2418.2262772523554 2393.123834066065 100 GTEX 1 100 100 1.0 0.002 5 713 -30 2417.539891809625 2387.933660586977 100 GTEX 1 100 100 1.0 0.002 5 713 -31 2415.092249542201 2385.252892555846 100 GTEX 1 100 100 1.0 0.002 5 713 -32 2413.302154363719 2385.2155297573076 100 GTEX 1 100 100 1.0 0.002 5 713 -33 2411.0898549938274 2382.26202137298 100 GTEX 1 100 100 1.0 0.002 5 713 -34 2409.947235271824 2383.9977971646267 100 GTEX 1 100 100 1.0 0.002 5 713 -35 2407.855282994753 2382.095413498099 100 GTEX 1 100 100 1.0 0.002 5 713 -36 2406.5926723719977 2378.5405867543964 100 GTEX 1 100 100 1.0 0.002 5 713 -37 2405.0139084079897 2381.2283968037073 100 GTEX 1 100 100 1.0 0.002 5 713 -38 2403.772950224505 2381.4798198743465 100 GTEX 1 100 100 1.0 0.002 5 713 -39 2402.4824511192664 2378.6441348695935 100 GTEX 1 100 100 1.0 0.002 5 713 -40 2401.095063258391 2375.86289600909 100 GTEX 1 100 100 1.0 0.002 5 713 -41 2399.96820611854 2374.492428855751 100 GTEX 1 100 100 1.0 0.002 5 713 -42 2400.026299569805 2373.110104637001 100 GTEX 1 100 100 1.0 0.002 5 713 -43 2398.1416188924354 2371.7127309588877 100 GTEX 1 100 100 1.0 0.002 5 713 -44 2397.0245159274486 2369.487195149121 100 GTEX 1 100 100 1.0 0.002 5 713 -45 2395.71718808798 2370.0969860236455 100 GTEX 1 100 100 1.0 0.002 5 713 -46 2394.9883068322856 2368.6309271402683 100 GTEX 1 100 100 1.0 0.002 5 713 -47 2393.624354073071 2367.879396387833 100 GTEX 1 100 100 1.0 0.002 5 713 -48 2392.701856923227 2367.2433803543845 100 GTEX 1 100 100 1.0 0.002 5 713 -49 2392.174328243215 2366.351894828303 100 GTEX 1 100 100 1.0 0.002 5 713 -50 2391.5954072266654 2365.541150227246 100 GTEX 1 100 100 1.0 0.002 5 713 -51 2390.2923971715895 2363.037106590126 100 GTEX 1 100 100 1.0 0.002 5 713 -52 2389.439878249982 2364.071795909577 100 GTEX 1 100 100 1.0 0.002 5 713 -53 2388.3759423152464 2363.0397113756535 100 GTEX 1 100 100 1.0 0.002 5 713 -54 2388.275468841807 2363.0215558534337 100 GTEX 1 100 100 1.0 0.002 5 713 -55 2387.407751463554 2362.4442858097673 100 GTEX 1 100 100 1.0 0.002 5 713 -56 2386.081205318681 2362.612447644368 100 GTEX 1 100 100 1.0 0.002 5 713 -57 2385.1863576942023 2360.8610635619652 100 GTEX 1 100 100 1.0 0.002 5 713 -58 2385.4582647700563 2358.247484330442 100 GTEX 1 100 100 1.0 0.002 5 713 -59 2383.8911427834023 2359.220477550202 100 GTEX 1 100 100 1.0 0.002 5 713 -60 2382.5828630869073 2356.5740906457936 100 GTEX 1 100 100 1.0 0.002 5 713 -61 2381.961507144266 2357.7000077976472 100 GTEX 1 100 100 1.0 0.002 5 713 -62 2380.8723044987273 2355.188755049905 100 GTEX 1 100 100 1.0 0.002 5 713 -63 2380.692839270624 2354.7562223369177 100 GTEX 1 100 100 1.0 0.002 5 713 -64 2379.620195404307 2354.4304616949858 100 GTEX 1 100 100 1.0 0.002 5 713 -65 2378.665136904428 2353.9502890699264 100 GTEX 1 100 100 1.0 0.002 5 713 -66 2378.4400806904496 2353.604158002614 100 GTEX 1 100 100 1.0 0.002 5 713 -67 2377.3715730052418 2351.6065511377137 100 GTEX 1 100 100 1.0 0.002 5 713 -68 2376.838372046484 2352.0590012699026 100 GTEX 1 100 100 1.0 0.002 5 713 -69 2375.311847986963 2350.9211722834484 100 GTEX 1 100 100 1.0 0.002 5 713 -70 2375.3406006710397 2352.767697874584 100 GTEX 1 100 100 1.0 0.002 5 713 -71 2374.6686332189283 2351.7253148764257 100 GTEX 1 100 100 1.0 0.002 5 713 -72 2373.491031552036 2349.8408156710434 100 GTEX 1 100 100 1.0 0.002 5 713 -73 2372.9705194586295 2349.167400635694 100 GTEX 1 100 100 1.0 0.002 5 713 -74 2373.200635188558 2348.467507946174 100 GTEX 1 100 100 1.0 0.002 5 713 -75 2372.2860091819775 2346.972245016932 100 GTEX 1 100 100 1.0 0.002 5 713 -76 2371.7145571355595 2346.6741186801924 100 GTEX 1 100 100 1.0 0.002 5 713 -77 2371.5792512910803 2347.6340610518655 100 GTEX 1 100 100 1.0 0.002 5 713 -78 2370.4795516559993 2346.966472901319 100 GTEX 1 100 100 1.0 0.002 5 713 -79 2370.4400623031815 2346.5175159294795 100 GTEX 1 100 100 1.0 0.002 5 713 -80 2369.470261366375 2345.775454677103 100 GTEX 1 100 100 1.0 0.002 5 713 -81 2368.9030594866545 2344.8068170003567 100 GTEX 1 100 100 1.0 0.002 5 713 -82 2369.1038041220077 2345.1925666141874 100 GTEX 1 100 100 1.0 0.002 5 713 -83 2368.504559010906 2344.0194105721243 100 GTEX 1 100 100 1.0 0.002 5 713 -84 2368.178078652738 2344.9882088432746 100 GTEX 1 100 100 1.0 0.002 5 713 -85 2367.876812241908 2345.788165770556 100 GTEX 1 100 100 1.0 0.002 5 713 -86 2367.701398195706 2344.14040499495 100 GTEX 1 100 100 1.0 0.002 5 713 -87 2367.164601275318 2343.7184557316423 100 GTEX 1 100 100 1.0 0.002 5 713 -88 2366.7584501230012 2344.9360546503685 100 GTEX 1 100 100 1.0 0.002 5 713 -89 2366.945113515204 2342.6826032631297 100 GTEX 1 100 100 1.0 0.002 5 713 -90 2365.751737351829 2341.9783076877375 100 GTEX 1 100 100 1.0 0.002 5 713 -91 2366.4481053274285 2341.2512346274953 100 GTEX 1 100 100 1.0 0.002 5 713 -92 2365.6340181683745 2341.425048828125 100 GTEX 1 100 100 1.0 0.002 5 713 -93 2365.4026200490025 2341.8796776601116 100 GTEX 1 100 100 1.0 0.002 5 713 -94 2365.8764161033064 2341.076861595473 100 GTEX 1 100 100 1.0 0.002 5 713 -95 2364.862101318643 2341.6041208709603 100 GTEX 1 100 100 1.0 0.002 5 713 -96 2364.962359354163 2342.8237573891993 100 GTEX 1 100 100 1.0 0.002 5 713 -97 2364.2191703798803 2340.5190810286954 100 GTEX 1 100 100 1.0 0.002 5 713 -98 2364.364050497988 2339.913292946471 100 GTEX 1 100 100 1.0 0.002 5 713 -99 2364.581846087891 2344.2023118167776 100 GTEX 1 100 100 1.0 0.002 5 713 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 1c4e20316..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4695.85501515441 3757.326097611692 100 GTEX 1 50 100 0.5 0.002 5 8003 -1 3397.7927732982416 3119.5854427207105 100 GTEX 1 50 100 0.5 0.002 5 8003 -2 2879.5293770517405 2871.924237501485 100 GTEX 1 50 100 0.5 0.002 5 8003 -3 2711.6532171065446 2759.0525969878804 100 GTEX 1 50 100 0.5 0.002 5 8003 -4 2634.176901326029 2661.111556484672 100 GTEX 1 50 100 0.5 0.002 5 8003 -5 2597.9642123162616 2598.0072648081036 100 GTEX 1 50 100 0.5 0.002 5 8003 -6 2570.7821454831587 2575.5743589219937 100 GTEX 1 50 100 0.5 0.002 5 8003 -7 2556.6161763034174 2560.7846178410173 100 GTEX 1 50 100 0.5 0.002 5 8003 -8 2540.7772729860962 2558.0234467829137 100 GTEX 1 50 100 0.5 0.002 5 8003 -9 2525.5671517466926 2523.3948320163972 100 GTEX 1 50 100 0.5 0.002 5 8003 -10 2509.8326841914263 2511.807683096186 100 GTEX 1 50 100 0.5 0.002 5 8003 -11 2501.575249726435 2499.230728671578 100 GTEX 1 50 100 0.5 0.002 5 8003 -12 2493.015311204381 2495.9542779378567 100 GTEX 1 50 100 0.5 0.002 5 8003 -13 2486.102852497079 2489.0470903635933 100 GTEX 1 50 100 0.5 0.002 5 8003 -14 2476.399190862214 2478.6937344047055 100 GTEX 1 50 100 0.5 0.002 5 8003 -15 2468.8205918936337 2475.9422222180965 100 GTEX 1 50 100 0.5 0.002 5 8003 -16 2464.707076225309 2466.1994684603733 100 GTEX 1 50 100 0.5 0.002 5 8003 -17 2458.937727558559 2462.6011559083886 100 GTEX 1 50 100 0.5 0.002 5 8003 -18 2452.9013367569582 2460.788984523527 100 GTEX 1 50 100 0.5 0.002 5 8003 -19 2447.7142615466887 2459.6306969240136 100 GTEX 1 50 100 0.5 0.002 5 8003 -20 2446.0282321155064 2458.7447681499525 100 GTEX 1 50 100 0.5 0.002 5 8003 -21 2441.484232389072 2450.0003824560363 100 GTEX 1 50 100 0.5 0.002 5 8003 -22 2437.9416963974777 2445.9750345324383 100 GTEX 1 50 100 0.5 0.002 5 8003 -23 2433.8991143732424 2442.7340575243584 100 GTEX 1 50 100 0.5 0.002 5 8003 -24 2431.944538867951 2438.4758820624406 100 GTEX 1 50 100 0.5 0.002 5 8003 -25 2428.1503344832295 2440.9959999925736 100 GTEX 1 50 100 0.5 0.002 5 8003 -26 2425.6542636850786 2435.7914983365017 100 GTEX 1 50 100 0.5 0.002 5 8003 -27 2423.797270725984 2434.8784133272934 100 GTEX 1 50 100 0.5 0.002 5 8003 -28 2421.695801400176 2429.288241890447 100 GTEX 1 50 100 0.5 0.002 5 8003 -29 2420.098027167356 2430.42131802519 100 GTEX 1 50 100 0.5 0.002 5 8003 -30 2417.786659957162 2425.799862241564 100 GTEX 1 50 100 0.5 0.002 5 8003 -31 2416.635373049557 2424.8109404705324 100 GTEX 1 50 100 0.5 0.002 5 8003 -32 2414.009929743616 2423.597409324501 100 GTEX 1 50 100 0.5 0.002 5 8003 -33 2412.6967757190687 2422.3887786285054 100 GTEX 1 50 100 0.5 0.002 5 8003 -34 2410.8679964108464 2423.3261430979683 100 GTEX 1 50 100 0.5 0.002 5 8003 -35 2409.3612218759904 2415.8197480988592 100 GTEX 1 50 100 0.5 0.002 5 8003 -36 2407.1851466618004 2418.5443147724573 100 GTEX 1 50 100 0.5 0.002 5 8003 -37 2406.0359605188996 2413.8853699426686 100 GTEX 1 50 100 0.5 0.002 5 8003 -38 2404.913944826643 2416.442669654527 100 GTEX 1 50 100 0.5 0.002 5 8003 -39 2403.1632250927564 2412.8283013753567 100 GTEX 1 50 100 0.5 0.002 5 8003 -40 2401.2195332769834 2411.1249266649834 100 GTEX 1 50 100 0.5 0.002 5 8003 -41 2400.5134034157304 2410.7059386510814 100 GTEX 1 50 100 0.5 0.002 5 8003 -42 2398.9713765425704 2411.06747192847 100 GTEX 1 50 100 0.5 0.002 5 8003 -43 2397.760698037426 2408.715541825095 100 GTEX 1 50 100 0.5 0.002 5 8003 -44 2397.2422331458124 2405.864525160409 100 GTEX 1 50 100 0.5 0.002 5 8003 -45 2395.705259109357 2403.4782018625237 100 GTEX 1 50 100 0.5 0.002 5 8003 -46 2394.380315699849 2402.8831745336265 100 GTEX 1 50 100 0.5 0.002 5 8003 -47 2393.325856789951 2401.634935502317 100 GTEX 1 50 100 0.5 0.002 5 8003 -48 2392.4776895905266 2402.8051924904944 100 GTEX 1 50 100 0.5 0.002 5 8003 -49 2391.339946414395 2402.862694569867 100 GTEX 1 50 100 0.5 0.002 5 8003 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index 73c9b18db..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4694.215554225781 4448.624543280656 100 GTEX 1 50 100 0.0 0.002 5 8322 -1 3480.043014498967 3173.9997289389257 100 GTEX 1 50 100 0.0 0.002 5 8322 -2 2935.939309869357 2843.3877231612405 100 GTEX 1 50 100 0.0 0.002 5 8322 -3 2742.7121026287036 2743.4912824159337 100 GTEX 1 50 100 0.0 0.002 5 8322 -4 2648.6854110464724 2642.6057091774596 100 GTEX 1 50 100 0.0 0.002 5 8322 -5 2602.8757988017173 2582.235061935599 100 GTEX 1 50 100 0.0 0.002 5 8322 -6 2570.965117212257 2575.666836234553 100 GTEX 1 50 100 0.0 0.002 5 8322 -7 2552.5907625202594 2552.7633209808696 100 GTEX 1 50 100 0.0 0.002 5 8322 -8 2530.490330102263 2535.235659755228 100 GTEX 1 50 100 0.0 0.002 5 8322 -9 2513.3244099982176 2524.9475831006416 100 GTEX 1 50 100 0.0 0.002 5 8322 -10 2503.308270747853 2508.949764585314 100 GTEX 1 50 100 0.0 0.002 5 8322 -11 2492.8412960347046 2496.164817200867 100 GTEX 1 50 100 0.0 0.002 5 8322 -12 2485.968515607464 2497.3072570104564 100 GTEX 1 50 100 0.0 0.002 5 8322 -13 2479.8000851126776 2491.2837303944866 100 GTEX 1 50 100 0.0 0.002 5 8322 -14 2471.6267631404235 2479.9738481760933 100 GTEX 1 50 100 0.0 0.002 5 8322 -15 2465.6308836936446 2471.4758050142586 100 GTEX 1 50 100 0.0 0.002 5 8322 -16 2457.662404912294 2468.263394315886 100 GTEX 1 50 100 0.0 0.002 5 8322 -17 2453.3373269378994 2466.8379370395674 100 GTEX 1 50 100 0.0 0.002 5 8322 -18 2449.7809519354237 2458.96842695461 100 GTEX 1 50 100 0.0 0.002 5 8322 -19 2446.2349163026006 2455.3274018610387 100 GTEX 1 50 100 0.0 0.002 5 8322 -20 2440.494584008307 2447.173906101473 100 GTEX 1 50 100 0.0 0.002 5 8322 -21 2437.775750607992 2451.899268320758 100 GTEX 1 50 100 0.0 0.002 5 8322 -22 2433.880215923776 2444.944024959898 100 GTEX 1 50 100 0.0 0.002 5 8322 -23 2430.3891755778295 2442.425237271269 100 GTEX 1 50 100 0.0 0.002 5 8322 -24 2428.103576821335 2436.087635344879 100 GTEX 1 50 100 0.0 0.002 5 8322 -25 2425.119773245014 2434.18525817639 100 GTEX 1 50 100 0.0 0.002 5 8322 -26 2421.4932831542296 2434.541658002614 100 GTEX 1 50 100 0.0 0.002 5 8322 -27 2419.2175598563595 2431.187065559648 100 GTEX 1 50 100 0.0 0.002 5 8322 -28 2416.793774643581 2431.007479243405 100 GTEX 1 50 100 0.0 0.002 5 8322 -29 2415.907613881402 2427.323296028398 100 GTEX 1 50 100 0.0 0.002 5 8322 -30 2413.4232458443225 2425.892081489128 100 GTEX 1 50 100 0.0 0.002 5 8322 -31 2411.592310815902 2423.527478352246 100 GTEX 1 50 100 0.0 0.002 5 8322 -32 2409.4254716321334 2428.7663936252375 100 GTEX 1 50 100 0.0 0.002 5 8322 -33 2408.0415524661735 2420.0568791958767 100 GTEX 1 50 100 0.0 0.002 5 8322 -34 2406.5231942103987 2419.971271239306 100 GTEX 1 50 100 0.0 0.002 5 8322 -35 2403.706090636801 2415.0939690767586 100 GTEX 1 50 100 0.0 0.002 5 8322 -36 2402.601325399661 2416.0892078704255 100 GTEX 1 50 100 0.0 0.002 5 8322 -37 2403.1017504988545 2414.935255391516 100 GTEX 1 50 100 0.0 0.002 5 8322 -38 2400.3926661414735 2414.4062462868346 100 GTEX 1 50 100 0.0 0.002 5 8322 -39 2399.5053917246255 2409.7477618895555 100 GTEX 1 50 100 0.0 0.002 5 8322 -40 2397.66559872658 2409.6391248811788 100 GTEX 1 50 100 0.0 0.002 5 8322 -41 2396.5888997327065 2411.925370945223 100 GTEX 1 50 100 0.0 0.002 5 8322 -42 2395.497587966959 2407.370307487227 100 GTEX 1 50 100 0.0 0.002 5 8322 -43 2394.25845528072 2407.018546332878 100 GTEX 1 50 100 0.0 0.002 5 8322 -44 2393.0392961188786 2405.8490477587334 100 GTEX 1 50 100 0.0 0.002 5 8322 -45 2391.7120954594743 2405.3675040473504 100 GTEX 1 50 100 0.0 0.002 5 8322 -46 2391.136984063061 2400.9539483944272 100 GTEX 1 50 100 0.0 0.002 5 8322 -47 2389.7485084134773 2401.2030841551805 100 GTEX 1 50 100 0.0 0.002 5 8322 -48 2388.48944423825 2400.2913915829968 100 GTEX 1 50 100 0.0 0.002 5 8322 -49 2387.7773287668265 2400.285767065708 100 GTEX 1 50 100 0.0 0.002 5 8322 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index 65702ac4d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4702.922129610794 4556.435177415043 100 GTEX 1 50 100 1.0 0.002 5 7236 -1 3475.7921484405947 2962.8218738860505 100 GTEX 1 50 100 1.0 0.002 5 7236 -2 2916.8562130862056 2815.2751204922174 100 GTEX 1 50 100 1.0 0.002 5 7236 -3 2737.5047707868453 2792.0645997950332 100 GTEX 1 50 100 1.0 0.002 5 7236 -4 2639.7602022774836 2687.873413550083 100 GTEX 1 50 100 1.0 0.002 5 7236 -5 2595.536970529207 2630.79214349899 100 GTEX 1 50 100 1.0 0.002 5 7236 -6 2570.4547656961763 2595.319401846186 100 GTEX 1 50 100 1.0 0.002 5 7236 -7 2549.572136243621 2539.0973526987286 100 GTEX 1 50 100 1.0 0.002 5 7236 -8 2530.0352042425743 2553.0128559069035 100 GTEX 1 50 100 1.0 0.002 5 7236 -9 2516.4159379755415 2536.0498251099098 100 GTEX 1 50 100 1.0 0.002 5 7236 -10 2504.9702852724017 2507.183729280537 100 GTEX 1 50 100 1.0 0.002 5 7236 -11 2493.4781806053675 2497.75660200808 100 GTEX 1 50 100 1.0 0.002 5 7236 -12 2484.8196152795567 2508.217129203303 100 GTEX 1 50 100 1.0 0.002 5 7236 -13 2476.019041189337 2485.7157636867278 100 GTEX 1 50 100 1.0 0.002 5 7236 -14 2468.4011529874333 2481.504158745247 100 GTEX 1 50 100 1.0 0.002 5 7236 -15 2464.300801674567 2466.0043184113592 100 GTEX 1 50 100 1.0 0.002 5 7236 -16 2458.309908787804 2477.0409859196766 100 GTEX 1 50 100 1.0 0.002 5 7236 -17 2453.299755637593 2467.848822183935 100 GTEX 1 50 100 1.0 0.002 5 7236 -18 2448.0697239526944 2464.7568099453424 100 GTEX 1 50 100 1.0 0.002 5 7236 -19 2444.5637891202664 2454.6426273244415 100 GTEX 1 50 100 1.0 0.002 5 7236 -20 2440.980652339005 2454.075981575273 100 GTEX 1 50 100 1.0 0.002 5 7236 -21 2436.433626578881 2444.7495822688925 100 GTEX 1 50 100 1.0 0.002 5 7236 -22 2432.947646728851 2447.7802743657912 100 GTEX 1 50 100 1.0 0.002 5 7236 -23 2431.3203105142784 2439.422352141754 100 GTEX 1 50 100 1.0 0.002 5 7236 -24 2427.9940070658686 2439.092650903042 100 GTEX 1 50 100 1.0 0.002 5 7236 -25 2426.0421431539326 2435.232711501901 100 GTEX 1 50 100 1.0 0.002 5 7236 -26 2423.4661103568233 2437.833194399061 100 GTEX 1 50 100 1.0 0.002 5 7236 -27 2420.043794423433 2429.909533366504 100 GTEX 1 50 100 1.0 0.002 5 7236 -28 2418.1819991122534 2427.2994640045745 100 GTEX 1 50 100 1.0 0.002 5 7236 -29 2416.180688303779 2426.8518892585553 100 GTEX 1 50 100 1.0 0.002 5 7236 -30 2414.6824412577075 2426.466918481167 100 GTEX 1 50 100 1.0 0.002 5 7236 -31 2412.335807783369 2424.298251656072 100 GTEX 1 50 100 1.0 0.002 5 7236 -32 2410.760580750898 2422.988070527864 100 GTEX 1 50 100 1.0 0.002 5 7236 -33 2410.110959889658 2416.9668878475522 100 GTEX 1 50 100 1.0 0.002 5 7236 -34 2407.7110828445193 2417.649899558876 100 GTEX 1 50 100 1.0 0.002 5 7236 -35 2405.9928761844185 2417.3660930444985 100 GTEX 1 50 100 1.0 0.002 5 7236 -36 2405.3419060123324 2415.680948119653 100 GTEX 1 50 100 1.0 0.002 5 7236 -37 2404.0297455191803 2415.3698006401496 100 GTEX 1 50 100 1.0 0.002 5 7236 -38 2401.6464858707386 2414.3117174503923 100 GTEX 1 50 100 1.0 0.002 5 7236 -39 2401.88610201576 2411.8194983884864 100 GTEX 1 50 100 1.0 0.002 5 7236 -40 2400.418966381782 2412.6728255703424 100 GTEX 1 50 100 1.0 0.002 5 7236 -41 2398.8011241609424 2409.7312503713165 100 GTEX 1 50 100 1.0 0.002 5 7236 -42 2398.0043712183606 2407.496284049727 100 GTEX 1 50 100 1.0 0.002 5 7236 -43 2396.6259309424763 2409.332896417538 100 GTEX 1 50 100 1.0 0.002 5 7236 -44 2395.4106090719324 2406.6207205768774 100 GTEX 1 50 100 1.0 0.002 5 7236 -45 2394.802425479214 2404.1664426390207 100 GTEX 1 50 100 1.0 0.002 5 7236 -46 2393.3692044775603 2405.6507535869177 100 GTEX 1 50 100 1.0 0.002 5 7236 -47 2392.835877386786 2402.745104191421 100 GTEX 1 50 100 1.0 0.002 5 7236 -48 2390.9732295046692 2407.0121466923124 100 GTEX 1 50 100 1.0 0.002 5 7236 -49 2390.125387344691 2400.7800218705443 100 GTEX 1 50 100 1.0 0.002 5 7236 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 504989828..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4945.0601031048645 5447.854662528963 150 GTEX 1 100 100 0.5 0.002 5 8833 -1 3904.605330342613 3395.8390746606165 150 GTEX 1 100 100 0.5 0.002 5 8833 -2 3265.033430038844 2898.4173556135634 150 GTEX 1 100 100 0.5 0.002 5 8833 -3 2922.6442764071085 2822.5304725559945 150 GTEX 1 100 100 0.5 0.002 5 8833 -4 2757.868072977184 2853.3155262298005 150 GTEX 1 100 100 0.5 0.002 5 8833 -5 2680.245252165004 2620.1372706192074 150 GTEX 1 100 100 0.5 0.002 5 8833 -6 2643.0297875545893 2765.2049105684114 150 GTEX 1 100 100 0.5 0.002 5 8833 -7 2609.745386394639 2623.012840125951 150 GTEX 1 100 100 0.5 0.002 5 8833 -8 2586.031721157623 2554.864651872178 150 GTEX 1 100 100 0.5 0.002 5 8833 -9 2565.81509425525 2532.510898140447 150 GTEX 1 100 100 0.5 0.002 5 8833 -10 2550.9132074791464 2551.5815865984437 150 GTEX 1 100 100 0.5 0.002 5 8833 -11 2538.9497285647267 2513.7127360644904 150 GTEX 1 100 100 0.5 0.002 5 8833 -12 2525.6487654535576 2504.837640450481 150 GTEX 1 100 100 0.5 0.002 5 8833 -13 2518.349283561896 2497.520903264615 150 GTEX 1 100 100 0.5 0.002 5 8833 -14 2509.4213031637037 2497.7427138411954 150 GTEX 1 100 100 0.5 0.002 5 8833 -15 2505.570397112379 2485.593539277864 150 GTEX 1 100 100 0.5 0.002 5 8833 -16 2497.6911485961514 2482.7727695943736 150 GTEX 1 100 100 0.5 0.002 5 8833 -17 2490.83317314318 2478.410293172974 150 GTEX 1 100 100 0.5 0.002 5 8833 -18 2485.979181821764 2470.5514162012832 150 GTEX 1 100 100 0.5 0.002 5 8833 -19 2479.3610349086794 2471.8699092502375 150 GTEX 1 100 100 0.5 0.002 5 8833 -20 2472.5397743941535 2470.867560208977 150 GTEX 1 100 100 0.5 0.002 5 8833 -21 2470.3049853582675 2466.0596547870127 150 GTEX 1 100 100 0.5 0.002 5 8833 -22 2467.290585677551 2453.334449448966 150 GTEX 1 100 100 0.5 0.002 5 8833 -23 2463.4785954922772 2449.7287541958767 150 GTEX 1 100 100 0.5 0.002 5 8833 -24 2460.0237234697256 2447.8435680548955 150 GTEX 1 100 100 0.5 0.002 5 8833 -25 2455.455256453132 2439.8504211657855 150 GTEX 1 100 100 0.5 0.002 5 8833 -26 2451.002992972711 2439.9033713685244 150 GTEX 1 100 100 0.5 0.002 5 8833 -27 2448.7953474125993 2436.3687642028576 150 GTEX 1 100 100 0.5 0.002 5 8833 -28 2446.7286458058256 2435.2669821619534 150 GTEX 1 100 100 0.5 0.002 5 8833 -29 2443.640120136684 2443.062133324917 150 GTEX 1 100 100 0.5 0.002 5 8833 -30 2441.734476349177 2424.3848236432095 150 GTEX 1 100 100 0.5 0.002 5 8833 -31 2437.4776318240747 2428.017349765328 150 GTEX 1 100 100 0.5 0.002 5 8833 -32 2436.9593510630266 2420.8597569918907 150 GTEX 1 100 100 0.5 0.002 5 8833 -33 2434.8043305342735 2422.3839626529825 150 GTEX 1 100 100 0.5 0.002 5 8833 -34 2432.4203713702036 2418.529569328511 150 GTEX 1 100 100 0.5 0.002 5 8833 -35 2430.870132841177 2420.0674139102603 150 GTEX 1 100 100 0.5 0.002 5 8833 -36 2429.413204126629 2420.0380214212514 150 GTEX 1 100 100 0.5 0.002 5 8833 -37 2427.2783557718176 2418.549845996465 150 GTEX 1 100 100 0.5 0.002 5 8833 -38 2424.6539833114784 2414.673881037607 150 GTEX 1 100 100 0.5 0.002 5 8833 -39 2422.231000072414 2411.1653082669914 150 GTEX 1 100 100 0.5 0.002 5 8833 -40 2422.4572637083916 2411.9471723317192 150 GTEX 1 100 100 0.5 0.002 5 8833 -41 2421.4763983040184 2409.5253312143536 150 GTEX 1 100 100 0.5 0.002 5 8833 -42 2418.591306298565 2408.9189234976534 150 GTEX 1 100 100 0.5 0.002 5 8833 -43 2418.5459439543692 2408.2303123329075 150 GTEX 1 100 100 0.5 0.002 5 8833 -44 2415.9049568051355 2403.9627611283568 150 GTEX 1 100 100 0.5 0.002 5 8833 -45 2414.8826899268097 2403.769332595651 150 GTEX 1 100 100 0.5 0.002 5 8833 -46 2413.3640087978306 2401.728411192223 150 GTEX 1 100 100 0.5 0.002 5 8833 -47 2411.8047511462514 2401.586207168637 150 GTEX 1 100 100 0.5 0.002 5 8833 -48 2411.3963453486867 2403.9896551211978 150 GTEX 1 100 100 0.5 0.002 5 8833 -49 2410.026159615102 2398.5750337898053 150 GTEX 1 100 100 0.5 0.002 5 8833 -50 2408.1566829647145 2396.77254680445 150 GTEX 1 100 100 0.5 0.002 5 8833 -51 2408.2567782742026 2397.6497983751187 150 GTEX 1 100 100 0.5 0.002 5 8833 -52 2405.9957988832093 2395.632891404765 150 GTEX 1 100 100 0.5 0.002 5 8833 -53 2405.2215221707643 2399.430796808163 150 GTEX 1 100 100 0.5 0.002 5 8833 -54 2404.7875828535966 2393.7116996271984 150 GTEX 1 100 100 0.5 0.002 5 8833 -55 2402.852669810675 2395.5469404445403 150 GTEX 1 100 100 0.5 0.002 5 8833 -56 2402.3111565173763 2393.022771915102 150 GTEX 1 100 100 0.5 0.002 5 8833 -57 2401.710221299151 2392.472506330947 150 GTEX 1 100 100 0.5 0.002 5 8833 -58 2400.8379533170732 2391.665905158329 150 GTEX 1 100 100 0.5 0.002 5 8833 -59 2399.619550534711 2388.826456396299 150 GTEX 1 100 100 0.5 0.002 5 8833 -60 2398.801685398126 2390.4457418347492 150 GTEX 1 100 100 0.5 0.002 5 8833 -61 2398.5803534182473 2386.703064196917 150 GTEX 1 100 100 0.5 0.002 5 8833 -62 2397.593688571568 2386.8599640008615 150 GTEX 1 100 100 0.5 0.002 5 8833 -63 2396.6991784940037 2386.6033090801748 150 GTEX 1 100 100 0.5 0.002 5 8833 -64 2396.2457464807853 2387.765031357682 150 GTEX 1 100 100 0.5 0.002 5 8833 -65 2395.156324554827 2384.5255753549786 150 GTEX 1 100 100 0.5 0.002 5 8833 -66 2394.05092914759 2384.171128189609 150 GTEX 1 100 100 0.5 0.002 5 8833 -67 2393.309951416351 2381.262315641338 150 GTEX 1 100 100 0.5 0.002 5 8833 -68 2393.0447268874364 2382.3390695550142 150 GTEX 1 100 100 0.5 0.002 5 8833 -69 2392.000127808275 2382.991345539746 150 GTEX 1 100 100 0.5 0.002 5 8833 -70 2391.131138484959 2384.767537744326 150 GTEX 1 100 100 0.5 0.002 5 8833 -71 2390.8670460495587 2381.0497415636883 150 GTEX 1 100 100 0.5 0.002 5 8833 -72 2389.78721598505 2382.102805482117 150 GTEX 1 100 100 0.5 0.002 5 8833 -73 2388.719433397757 2378.1787360013664 150 GTEX 1 100 100 0.5 0.002 5 8833 -74 2388.388841202912 2378.6600058668014 150 GTEX 1 100 100 0.5 0.002 5 8833 -75 2387.9397420862024 2381.0713628616622 150 GTEX 1 100 100 0.5 0.002 5 8833 -76 2387.361986301511 2377.98456065827 150 GTEX 1 100 100 0.5 0.002 5 8833 -77 2386.004901380288 2379.8223663446115 150 GTEX 1 100 100 0.5 0.002 5 8833 -78 2385.462686998257 2377.0327245908093 150 GTEX 1 100 100 0.5 0.002 5 8833 -79 2384.8472523490314 2375.1907026051567 150 GTEX 1 100 100 0.5 0.002 5 8833 -80 2384.572005727544 2373.771211921489 150 GTEX 1 100 100 0.5 0.002 5 8833 -81 2383.6767052295554 2373.8207181633197 150 GTEX 1 100 100 0.5 0.002 5 8833 -82 2383.1679173275425 2374.042184807955 150 GTEX 1 100 100 0.5 0.002 5 8833 -83 2382.1365621874425 2372.528898638011 150 GTEX 1 100 100 0.5 0.002 5 8833 -84 2381.657945961135 2371.758587623277 150 GTEX 1 100 100 0.5 0.002 5 8833 -85 2380.7303356292746 2371.1108477342264 150 GTEX 1 100 100 0.5 0.002 5 8833 -86 2380.697046421946 2371.8717296295745 150 GTEX 1 100 100 0.5 0.002 5 8833 -87 2379.4090708080535 2370.0416663572364 150 GTEX 1 100 100 0.5 0.002 5 8833 -88 2378.83454550903 2371.1609114150133 150 GTEX 1 100 100 0.5 0.002 5 8833 -89 2378.5961402932553 2370.844263809262 150 GTEX 1 100 100 0.5 0.002 5 8833 -90 2377.625139258411 2368.6232473859313 150 GTEX 1 100 100 0.5 0.002 5 8833 -91 2376.9918546466097 2367.4035537777745 150 GTEX 1 100 100 0.5 0.002 5 8833 -92 2376.803260127078 2367.5014824812856 150 GTEX 1 100 100 0.5 0.002 5 8833 -93 2376.1036626715663 2369.044250256208 150 GTEX 1 100 100 0.5 0.002 5 8833 -94 2375.543088589599 2367.5513716432984 150 GTEX 1 100 100 0.5 0.002 5 8833 -95 2375.400199866766 2366.225065166053 150 GTEX 1 100 100 0.5 0.002 5 8833 -96 2374.888223282397 2366.0109250608957 150 GTEX 1 100 100 0.5 0.002 5 8833 -97 2373.8305545177077 2366.821958824709 150 GTEX 1 100 100 0.5 0.002 5 8833 -98 2374.0461890233837 2366.520334686163 150 GTEX 1 100 100 0.5 0.002 5 8833 -99 2373.301329335001 2366.1861261288022 150 GTEX 1 100 100 0.5 0.002 5 8833 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index 59f136aff..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4959.225879411706 4315.293535936014 150 GTEX 1 100 100 0.0 0.002 5 472 -1 3909.6337758071622 3726.963168184114 150 GTEX 1 100 100 0.0 0.002 5 472 -2 3239.0941496458504 3199.3657036262775 150 GTEX 1 100 100 0.0 0.002 5 472 -3 2912.7183612885137 2913.164402254634 150 GTEX 1 100 100 0.0 0.002 5 472 -4 2775.2925533473185 2893.8409326357532 150 GTEX 1 100 100 0.0 0.002 5 472 -5 2697.2599539848948 2702.384394772606 150 GTEX 1 100 100 0.0 0.002 5 472 -6 2654.3931769361666 2622.7196973213227 150 GTEX 1 100 100 0.0 0.002 5 472 -7 2624.3102552317837 2589.142813446857 150 GTEX 1 100 100 0.0 0.002 5 472 -8 2602.224960306195 2572.0505951275845 150 GTEX 1 100 100 0.0 0.002 5 472 -9 2578.6632258664145 2559.616102327412 150 GTEX 1 100 100 0.0 0.002 5 472 -10 2570.3196366067245 2566.1184328028457 150 GTEX 1 100 100 0.0 0.002 5 472 -11 2557.9273250068495 2552.400639871227 150 GTEX 1 100 100 0.0 0.002 5 472 -12 2543.4130926425346 2550.499068923776 150 GTEX 1 100 100 0.0 0.002 5 472 -13 2531.5150728661897 2511.1293847841907 150 GTEX 1 100 100 0.0 0.002 5 472 -14 2522.555229576258 2490.6173109627493 150 GTEX 1 100 100 0.0 0.002 5 472 -15 2514.815309203186 2485.9534666112168 150 GTEX 1 100 100 0.0 0.002 5 472 -16 2505.1945425815084 2481.926730427905 150 GTEX 1 100 100 0.0 0.002 5 472 -17 2497.2589641670575 2473.6655691168608 150 GTEX 1 100 100 0.0 0.002 5 472 -18 2491.6147736101802 2484.294134683935 150 GTEX 1 100 100 0.0 0.002 5 472 -19 2487.782399346084 2470.7908489967026 150 GTEX 1 100 100 0.0 0.002 5 472 -20 2482.771509235205 2472.057559633436 150 GTEX 1 100 100 0.0 0.002 5 472 -21 2476.834044178751 2461.3023612018774 150 GTEX 1 100 100 0.0 0.002 5 472 -22 2471.6083050312104 2457.7166158581867 150 GTEX 1 100 100 0.0 0.002 5 472 -23 2468.4994015756624 2439.9639024625712 150 GTEX 1 100 100 0.0 0.002 5 472 -24 2463.2197076336715 2441.3329586130585 150 GTEX 1 100 100 0.0 0.002 5 472 -25 2460.6364889994106 2435.3816382114424 150 GTEX 1 100 100 0.0 0.002 5 472 -26 2457.367599240701 2437.3006095161004 150 GTEX 1 100 100 0.0 0.002 5 472 -27 2455.61851269851 2433.4014720844225 150 GTEX 1 100 100 0.0 0.002 5 472 -28 2450.9978654264482 2442.067811218958 150 GTEX 1 100 100 0.0 0.002 5 472 -29 2448.633322082629 2429.8800494407974 150 GTEX 1 100 100 0.0 0.002 5 472 -30 2444.4116478623114 2423.522155993792 150 GTEX 1 100 100 0.0 0.002 5 472 -31 2444.0814787551494 2421.001710376812 150 GTEX 1 100 100 0.0 0.002 5 472 -32 2442.5508184371533 2425.7860678321053 150 GTEX 1 100 100 0.0 0.002 5 472 -33 2439.611600581502 2422.8420656153457 150 GTEX 1 100 100 0.0 0.002 5 472 -34 2438.5192515984804 2416.6474057041646 150 GTEX 1 100 100 0.0 0.002 5 472 -35 2434.9219535262705 2415.262821095978 150 GTEX 1 100 100 0.0 0.002 5 472 -36 2433.4655297266163 2414.1425428499288 150 GTEX 1 100 100 0.0 0.002 5 472 -37 2431.2226866289643 2411.0297884052698 150 GTEX 1 100 100 0.0 0.002 5 472 -38 2430.5949071858167 2408.827236625178 150 GTEX 1 100 100 0.0 0.002 5 472 -39 2427.63327839675 2407.729177960878 150 GTEX 1 100 100 0.0 0.002 5 472 -40 2426.588607341621 2407.057270006535 150 GTEX 1 100 100 0.0 0.002 5 472 -41 2424.464482322847 2401.8063486773704 150 GTEX 1 100 100 0.0 0.002 5 472 -42 2423.2162797621013 2400.848775769368 150 GTEX 1 100 100 0.0 0.002 5 472 -43 2421.5680968728957 2401.6401000512415 150 GTEX 1 100 100 0.0 0.002 5 472 -44 2420.385092314916 2404.287693734405 150 GTEX 1 100 100 0.0 0.002 5 472 -45 2418.9357656912252 2396.0974752331867 150 GTEX 1 100 100 0.0 0.002 5 472 -46 2417.1992494384276 2395.2665653591375 150 GTEX 1 100 100 0.0 0.002 5 472 -47 2416.1140638564802 2395.5506387572777 150 GTEX 1 100 100 0.0 0.002 5 472 -48 2414.6722241259936 2394.7736454372625 150 GTEX 1 100 100 0.0 0.002 5 472 -49 2414.3111613140545 2394.755071255644 150 GTEX 1 100 100 0.0 0.002 5 472 -50 2412.4623636350693 2394.2413241890445 150 GTEX 1 100 100 0.0 0.002 5 472 -51 2411.928903733033 2392.1394697414153 150 GTEX 1 100 100 0.0 0.002 5 472 -52 2409.5107833718857 2390.8621069614424 150 GTEX 1 100 100 0.0 0.002 5 472 -53 2408.923283108842 2392.374359014823 150 GTEX 1 100 100 0.0 0.002 5 472 -54 2408.0685550072785 2388.338339453868 150 GTEX 1 100 100 0.0 0.002 5 472 -55 2406.9967836980595 2386.505074040518 150 GTEX 1 100 100 0.0 0.002 5 472 -56 2406.5748325185514 2387.7164724371733 150 GTEX 1 100 100 0.0 0.002 5 472 -57 2404.0955359117524 2381.415851317431 150 GTEX 1 100 100 0.0 0.002 5 472 -58 2403.808942334433 2382.7557442668726 150 GTEX 1 100 100 0.0 0.002 5 472 -59 2402.673106585912 2382.836241515417 150 GTEX 1 100 100 0.0 0.002 5 472 -60 2401.060077032595 2381.0119512869833 150 GTEX 1 100 100 0.0 0.002 5 472 -61 2400.64597022779 2384.7531631527745 150 GTEX 1 100 100 0.0 0.002 5 472 -62 2400.176744711894 2376.25967975805 150 GTEX 1 100 100 0.0 0.002 5 472 -63 2399.67721233648 2377.60750774195 150 GTEX 1 100 100 0.0 0.002 5 472 -64 2398.6287136091983 2376.88727897383 150 GTEX 1 100 100 0.0 0.002 5 472 -65 2397.6133014166808 2378.2423012156905 150 GTEX 1 100 100 0.0 0.002 5 472 -66 2397.265325852303 2375.0112597099273 150 GTEX 1 100 100 0.0 0.002 5 472 -67 2396.312830970823 2375.035284818352 150 GTEX 1 100 100 0.0 0.002 5 472 -68 2395.6202917247083 2374.4976268231644 150 GTEX 1 100 100 0.0 0.002 5 472 -69 2394.171967890518 2374.4815149343513 150 GTEX 1 100 100 0.0 0.002 5 472 -70 2394.340577229207 2374.9270520808577 150 GTEX 1 100 100 0.0 0.002 5 472 -71 2393.600241169779 2371.640416598592 150 GTEX 1 100 100 0.0 0.002 5 472 -72 2392.6312756802827 2372.9670860377555 150 GTEX 1 100 100 0.0 0.002 5 472 -73 2392.041160711633 2370.660293172974 150 GTEX 1 100 100 0.0 0.002 5 472 -74 2392.122412785036 2370.607455293489 150 GTEX 1 100 100 0.0 0.002 5 472 -75 2390.3753631292007 2370.591495180311 150 GTEX 1 100 100 0.0 0.002 5 472 -76 2389.8898485312056 2368.7690262595056 150 GTEX 1 100 100 0.0 0.002 5 472 -77 2389.992227188647 2368.463727479652 150 GTEX 1 100 100 0.0 0.002 5 472 -78 2389.027260555994 2367.928446838611 150 GTEX 1 100 100 0.0 0.002 5 472 -79 2388.2136469529023 2367.3335322971125 150 GTEX 1 100 100 0.0 0.002 5 472 -80 2388.343812150513 2369.8865247371077 150 GTEX 1 100 100 0.0 0.002 5 472 -81 2387.2164548150813 2366.3646722945878 150 GTEX 1 100 100 0.0 0.002 5 472 -82 2387.149794005864 2366.0354008547706 150 GTEX 1 100 100 0.0 0.002 5 472 -83 2386.2986844051625 2365.969623986306 150 GTEX 1 100 100 0.0 0.002 5 472 -84 2386.222860237783 2364.699252168489 150 GTEX 1 100 100 0.0 0.002 5 472 -85 2385.824817767475 2366.4637808564044 150 GTEX 1 100 100 0.0 0.002 5 472 -86 2384.792880140389 2363.9798583984375 150 GTEX 1 100 100 0.0 0.002 5 472 -87 2383.8381282926875 2363.7462617707342 150 GTEX 1 100 100 0.0 0.002 5 472 -88 2384.03820208933 2363.878055470978 150 GTEX 1 100 100 0.0 0.002 5 472 -89 2383.423077057971 2362.930713726087 150 GTEX 1 100 100 0.0 0.002 5 472 -90 2382.6810949383384 2362.165237716849 150 GTEX 1 100 100 0.0 0.002 5 472 -91 2382.071367279307 2360.667353756981 150 GTEX 1 100 100 0.0 0.002 5 472 -92 2381.655967357003 2359.8274306380704 150 GTEX 1 100 100 0.0 0.002 5 472 -93 2380.8047467364017 2358.596429512981 150 GTEX 1 100 100 0.0 0.002 5 472 -94 2380.0828570265876 2359.1301292738535 150 GTEX 1 100 100 0.0 0.002 5 472 -95 2379.907189530078 2357.5782187574264 150 GTEX 1 100 100 0.0 0.002 5 472 -96 2378.9062916227917 2356.819427374198 150 GTEX 1 100 100 0.0 0.002 5 472 -97 2378.7692880119757 2356.583969058193 150 GTEX 1 100 100 0.0 0.002 5 472 -98 2378.2525876275813 2354.7086084170032 150 GTEX 1 100 100 0.0 0.002 5 472 -99 2377.8415546685196 2354.812442910082 150 GTEX 1 100 100 0.0 0.002 5 472 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index 3aecff668..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4949.178982542978 4466.665102186312 150 GTEX 1 100 100 1.0 0.002 5 1651 -1 3908.8489052432133 3664.368843571768 150 GTEX 1 100 100 1.0 0.002 5 1651 -2 3236.283612802614 3184.017303814906 150 GTEX 1 100 100 1.0 0.002 5 1651 -3 2905.6783797603684 2791.809691918667 150 GTEX 1 100 100 1.0 0.002 5 1651 -4 2764.2054479850235 2735.495157104028 150 GTEX 1 100 100 1.0 0.002 5 1651 -5 2701.113515333073 2680.172949961383 150 GTEX 1 100 100 1.0 0.002 5 1651 -6 2652.6459972284483 2648.2936863192135 150 GTEX 1 100 100 1.0 0.002 5 1651 -7 2623.579075670751 2590.5883208880405 150 GTEX 1 100 100 1.0 0.002 5 1651 -8 2603.3458084971976 2581.694975994386 150 GTEX 1 100 100 1.0 0.002 5 1651 -9 2591.9948628088027 2575.678545237494 150 GTEX 1 100 100 1.0 0.002 5 1651 -10 2567.5416154419217 2650.3395258102128 150 GTEX 1 100 100 1.0 0.002 5 1651 -11 2556.16026763094 2529.115486870247 150 GTEX 1 100 100 1.0 0.002 5 1651 -12 2544.9803794183085 2521.31508946872 150 GTEX 1 100 100 1.0 0.002 5 1651 -13 2532.938711341865 2520.297962957462 150 GTEX 1 100 100 1.0 0.002 5 1651 -14 2520.948833519974 2497.2383295211503 150 GTEX 1 100 100 1.0 0.002 5 1651 -15 2514.187056951945 2483.217726558787 150 GTEX 1 100 100 1.0 0.002 5 1651 -16 2503.856532606893 2492.969325540637 150 GTEX 1 100 100 1.0 0.002 5 1651 -17 2496.3842166889754 2478.4515826439224 150 GTEX 1 100 100 1.0 0.002 5 1651 -18 2492.2349422459265 2474.2399684195284 150 GTEX 1 100 100 1.0 0.002 5 1651 -19 2481.2871218051027 2466.851058437797 150 GTEX 1 100 100 1.0 0.002 5 1651 -20 2478.6157457370423 2458.749832907557 150 GTEX 1 100 100 1.0 0.002 5 1651 -21 2474.5595574439913 2449.826818894071 150 GTEX 1 100 100 1.0 0.002 5 1651 -22 2470.760187758505 2445.528548208026 150 GTEX 1 100 100 1.0 0.002 5 1651 -23 2464.1681550468074 2455.4656625029706 150 GTEX 1 100 100 1.0 0.002 5 1651 -24 2460.4165851145344 2442.3287251403576 150 GTEX 1 100 100 1.0 0.002 5 1651 -25 2458.5713486857308 2443.8507047587927 150 GTEX 1 100 100 1.0 0.002 5 1651 -26 2455.4307821484745 2438.6115119266874 150 GTEX 1 100 100 1.0 0.002 5 1651 -27 2450.2510537993408 2440.7438797751306 150 GTEX 1 100 100 1.0 0.002 5 1651 -28 2448.143684816748 2428.0579764362524 150 GTEX 1 100 100 1.0 0.002 5 1651 -29 2446.10965336209 2428.7089778769605 150 GTEX 1 100 100 1.0 0.002 5 1651 -30 2443.588124140724 2421.825713763219 150 GTEX 1 100 100 1.0 0.002 5 1651 -31 2438.6910863166954 2425.4209118977246 150 GTEX 1 100 100 1.0 0.002 5 1651 -32 2438.9385229561817 2428.488582944689 150 GTEX 1 100 100 1.0 0.002 5 1651 -33 2436.293610602331 2422.707982284488 150 GTEX 1 100 100 1.0 0.002 5 1651 -34 2432.698177303396 2414.911619237167 150 GTEX 1 100 100 1.0 0.002 5 1651 -35 2430.6897712788914 2418.6880574389556 150 GTEX 1 100 100 1.0 0.002 5 1651 -36 2430.8834857370503 2409.6257621271984 150 GTEX 1 100 100 1.0 0.002 5 1651 -37 2427.426227315321 2410.677783110296 150 GTEX 1 100 100 1.0 0.002 5 1651 -38 2425.4523505685042 2411.052957164924 150 GTEX 1 100 100 1.0 0.002 5 1651 -39 2424.50319373692 2408.281886807866 150 GTEX 1 100 100 1.0 0.002 5 1651 -40 2421.398641307263 2406.1288714390744 150 GTEX 1 100 100 1.0 0.002 5 1651 -41 2419.827811900673 2402.6275189185776 150 GTEX 1 100 100 1.0 0.002 5 1651 -42 2418.406995883521 2401.8553912376724 150 GTEX 1 100 100 1.0 0.002 5 1651 -43 2418.060967976961 2400.5052156049487 150 GTEX 1 100 100 1.0 0.002 5 1651 -44 2416.2721674632935 2402.356342736306 150 GTEX 1 100 100 1.0 0.002 5 1651 -45 2415.899823146976 2399.5247816658743 150 GTEX 1 100 100 1.0 0.002 5 1651 -46 2413.5268206283586 2399.2775786077113 150 GTEX 1 100 100 1.0 0.002 5 1651 -47 2412.6663836540333 2395.544101265447 150 GTEX 1 100 100 1.0 0.002 5 1651 -48 2411.175540229795 2393.6641646120484 150 GTEX 1 100 100 1.0 0.002 5 1651 -49 2409.667360422842 2392.5611511926686 150 GTEX 1 100 100 1.0 0.002 5 1651 -50 2409.717569862334 2393.1331531829255 150 GTEX 1 100 100 1.0 0.002 5 1651 -51 2407.3260102063005 2391.2177915391812 150 GTEX 1 100 100 1.0 0.002 5 1651 -52 2406.279043012075 2390.499480156844 150 GTEX 1 100 100 1.0 0.002 5 1651 -53 2406.458482271063 2388.1616744705025 150 GTEX 1 100 100 1.0 0.002 5 1651 -54 2404.958389225814 2390.465184897071 150 GTEX 1 100 100 1.0 0.002 5 1651 -55 2403.6560116875976 2386.9247178922587 150 GTEX 1 100 100 1.0 0.002 5 1651 -56 2403.892563425501 2386.310632277804 150 GTEX 1 100 100 1.0 0.002 5 1651 -57 2402.012600926244 2384.620760493405 150 GTEX 1 100 100 1.0 0.002 5 1651 -58 2400.7840020298718 2384.0219378453244 150 GTEX 1 100 100 1.0 0.002 5 1651 -59 2399.463849135484 2384.4156897947364 150 GTEX 1 100 100 1.0 0.002 5 1651 -60 2399.0952236376606 2382.199808215007 150 GTEX 1 100 100 1.0 0.002 5 1651 -61 2398.6369526267645 2382.842997619861 150 GTEX 1 100 100 1.0 0.002 5 1651 -62 2397.81223246912 2380.792403420568 150 GTEX 1 100 100 1.0 0.002 5 1651 -63 2397.2624129531778 2380.8892126047112 150 GTEX 1 100 100 1.0 0.002 5 1651 -64 2395.96944820041 2380.1168584207167 150 GTEX 1 100 100 1.0 0.002 5 1651 -65 2395.554999954612 2379.7980307227303 150 GTEX 1 100 100 1.0 0.002 5 1651 -66 2394.6872323659654 2381.3708528583948 150 GTEX 1 100 100 1.0 0.002 5 1651 -67 2394.4316845945536 2380.933852279141 150 GTEX 1 100 100 1.0 0.002 5 1651 -68 2393.6930170571954 2377.3604778101235 150 GTEX 1 100 100 1.0 0.002 5 1651 -69 2392.3438779630064 2375.68186063005 150 GTEX 1 100 100 1.0 0.002 5 1651 -70 2392.2039874737575 2375.5853355030595 150 GTEX 1 100 100 1.0 0.002 5 1651 -71 2391.529908245212 2374.3574924251425 150 GTEX 1 100 100 1.0 0.002 5 1651 -72 2391.1310866240956 2375.3335327612585 150 GTEX 1 100 100 1.0 0.002 5 1651 -73 2390.1310963979727 2373.3869331853016 150 GTEX 1 100 100 1.0 0.002 5 1651 -74 2389.8761548390544 2372.159163442401 150 GTEX 1 100 100 1.0 0.002 5 1651 -75 2388.640338643446 2375.446573119653 150 GTEX 1 100 100 1.0 0.002 5 1651 -76 2388.327025554847 2370.640397104474 150 GTEX 1 100 100 1.0 0.002 5 1651 -77 2387.7911831477104 2370.4544464227365 150 GTEX 1 100 100 1.0 0.002 5 1651 -78 2387.9407978196878 2370.2521847336916 150 GTEX 1 100 100 1.0 0.002 5 1651 -79 2386.805131631176 2371.4104263827826 150 GTEX 1 100 100 1.0 0.002 5 1651 -80 2385.9582524688967 2371.2622274536598 150 GTEX 1 100 100 1.0 0.002 5 1651 -81 2385.6470970604305 2368.8322563606525 150 GTEX 1 100 100 1.0 0.002 5 1651 -82 2384.8637762620733 2368.909755228137 150 GTEX 1 100 100 1.0 0.002 5 1651 -83 2384.8921598597844 2368.4459869036655 150 GTEX 1 100 100 1.0 0.002 5 1651 -84 2384.2136106167723 2366.7624859828006 150 GTEX 1 100 100 1.0 0.002 5 1651 -85 2383.2951936352097 2366.075636715037 150 GTEX 1 100 100 1.0 0.002 5 1651 -86 2382.9127473590415 2365.835643695788 150 GTEX 1 100 100 1.0 0.002 5 1651 -87 2382.4801411316944 2364.263320516724 150 GTEX 1 100 100 1.0 0.002 5 1651 -88 2382.0799894380234 2365.5222265439343 150 GTEX 1 100 100 1.0 0.002 5 1651 -89 2381.609198090241 2363.9479233194215 150 GTEX 1 100 100 1.0 0.002 5 1651 -90 2380.86528373437 2364.5669943225703 150 GTEX 1 100 100 1.0 0.002 5 1651 -91 2380.6033830716237 2363.4228733773466 150 GTEX 1 100 100 1.0 0.002 5 1651 -92 2379.856644787279 2364.5518232570403 150 GTEX 1 100 100 1.0 0.002 5 1651 -93 2379.611826386436 2363.1678912376724 150 GTEX 1 100 100 1.0 0.002 5 1651 -94 2379.1781170261665 2362.2769167359793 150 GTEX 1 100 100 1.0 0.002 5 1651 -95 2378.941914388468 2362.742574597493 150 GTEX 1 100 100 1.0 0.002 5 1651 -96 2378.2716875891256 2360.762349988118 150 GTEX 1 100 100 1.0 0.002 5 1651 -97 2377.5947924781476 2360.202768071976 150 GTEX 1 100 100 1.0 0.002 5 1651 -98 2376.803627098779 2360.812941402537 150 GTEX 1 100 100 1.0 0.002 5 1651 -99 2376.657567719818 2358.774318448491 150 GTEX 1 100 100 1.0 0.002 5 1651 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 6ddea4b32..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4961.642406991887 5520.376996290548 150 GTEX 1 50 100 0.5 0.002 5 4913 -1 3914.547869769248 3488.1680917486037 150 GTEX 1 50 100 0.5 0.002 5 4913 -2 3240.3192232413417 3187.2564943262832 150 GTEX 1 50 100 0.5 0.002 5 4913 -3 2918.973393391188 2854.0520028814162 150 GTEX 1 50 100 0.5 0.002 5 4913 -4 2768.853215884165 2837.0783826008496 150 GTEX 1 50 100 0.5 0.002 5 4913 -5 2696.1425673453673 2730.4477288423836 150 GTEX 1 50 100 0.5 0.002 5 4913 -6 2650.4023142478477 2679.138485288439 150 GTEX 1 50 100 0.5 0.002 5 4913 -7 2614.1157951479895 2604.0209139399653 150 GTEX 1 50 100 0.5 0.002 5 4913 -8 2596.630475537558 2569.91182067639 150 GTEX 1 50 100 0.5 0.002 5 4913 -9 2578.713416428655 2572.9417501819453 150 GTEX 1 50 100 0.5 0.002 5 4913 -10 2563.8752356046 2519.304982232504 150 GTEX 1 50 100 0.5 0.002 5 4913 -11 2552.3759865684747 2530.3674037918845 150 GTEX 1 50 100 0.5 0.002 5 4913 -12 2543.0862648862085 2514.63227269858 150 GTEX 1 50 100 0.5 0.002 5 4913 -13 2528.7008351533204 2482.7146242090957 150 GTEX 1 50 100 0.5 0.002 5 4913 -14 2519.6089656834265 2482.6368083301154 150 GTEX 1 50 100 0.5 0.002 5 4913 -15 2512.3513591053543 2488.3008722225522 150 GTEX 1 50 100 0.5 0.002 5 4913 -16 2501.698290025343 2478.6122907631297 150 GTEX 1 50 100 0.5 0.002 5 4913 -17 2499.332316755531 2472.817949070223 150 GTEX 1 50 100 0.5 0.002 5 4913 -18 2490.09332190933 2476.7727960506772 150 GTEX 1 50 100 0.5 0.002 5 4913 -19 2483.545705384081 2451.6115258510576 150 GTEX 1 50 100 0.5 0.002 5 4913 -20 2480.4551984030054 2471.7142101911536 150 GTEX 1 50 100 0.5 0.002 5 4913 -21 2472.337642151891 2446.712496565322 150 GTEX 1 50 100 0.5 0.002 5 4913 -22 2469.849554367928 2443.7668573067667 150 GTEX 1 50 100 0.5 0.002 5 4913 -23 2465.353090680538 2443.024814156072 150 GTEX 1 50 100 0.5 0.002 5 4913 -24 2462.0335067857013 2438.1484806655476 150 GTEX 1 50 100 0.5 0.002 5 4913 -25 2456.5609077605927 2430.8588537644073 150 GTEX 1 50 100 0.5 0.002 5 4913 -26 2453.2352341470287 2427.7592508874463 150 GTEX 1 50 100 0.5 0.002 5 4913 -27 2450.3275522095255 2423.571658986603 150 GTEX 1 50 100 0.5 0.002 5 4913 -28 2448.412343019667 2420.4094442505348 150 GTEX 1 50 100 0.5 0.002 5 4913 -29 2444.784508027886 2422.8489850990672 150 GTEX 1 50 100 0.5 0.002 5 4913 -30 2442.9343512641776 2419.7905965014556 150 GTEX 1 50 100 0.5 0.002 5 4913 -31 2439.975672638755 2411.893703214116 150 GTEX 1 50 100 0.5 0.002 5 4913 -32 2437.2586430474776 2404.878657003773 150 GTEX 1 50 100 0.5 0.002 5 4913 -33 2435.0474014999472 2407.9538708820996 150 GTEX 1 50 100 0.5 0.002 5 4913 -34 2434.5595910723187 2412.4677599772754 150 GTEX 1 50 100 0.5 0.002 5 4913 -35 2431.80335294023 2400.9674090831454 150 GTEX 1 50 100 0.5 0.002 5 4913 -36 2428.6463358842725 2400.4092660185956 150 GTEX 1 50 100 0.5 0.002 5 4913 -37 2428.973659529484 2404.224702204135 150 GTEX 1 50 100 0.5 0.002 5 4913 -38 2426.7687739421312 2403.0491205367753 150 GTEX 1 50 100 0.5 0.002 5 4913 -39 2423.9208104468153 2396.5621296117515 150 GTEX 1 50 100 0.5 0.002 5 4913 -40 2423.73003735839 2400.044754782557 150 GTEX 1 50 100 0.5 0.002 5 4913 -41 2422.1133619940897 2391.586403502258 150 GTEX 1 50 100 0.5 0.002 5 4913 -42 2419.893480442136 2393.9416559603733 150 GTEX 1 50 100 0.5 0.002 5 4913 -43 2418.848215707771 2391.529572577531 150 GTEX 1 50 100 0.5 0.002 5 4913 -44 2417.3900646396282 2390.641527299192 150 GTEX 1 50 100 0.5 0.002 5 4913 -45 2416.867900245177 2388.032977550202 150 GTEX 1 50 100 0.5 0.002 5 4913 -46 2415.0588398763466 2386.9971566435956 150 GTEX 1 50 100 0.5 0.002 5 4913 -47 2413.615551523136 2386.5514073825157 150 GTEX 1 50 100 0.5 0.002 5 4913 -48 2412.6011742527085 2385.4067020778875 150 GTEX 1 50 100 0.5 0.002 5 4913 -49 2411.9237220565105 2383.8426156279706 150 GTEX 1 50 100 0.5 0.002 5 4913 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index e7f35c25f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4950.177403765218 4630.036227498218 150 GTEX 1 50 100 0.0 0.002 5 5391 -1 3896.8411000929627 3748.1658689549668 150 GTEX 1 50 100 0.0 0.002 5 5391 -2 3231.525846000003 3185.0497239261526 150 GTEX 1 50 100 0.0 0.002 5 5391 -3 2904.304888960501 2863.19451834675 150 GTEX 1 50 100 0.0 0.002 5 5391 -4 2764.8922569022657 2686.236602435094 150 GTEX 1 50 100 0.0 0.002 5 5391 -5 2691.892137604227 2712.51620239722 150 GTEX 1 50 100 0.0 0.002 5 5391 -6 2639.5836781870166 2660.1364008102128 150 GTEX 1 50 100 0.0 0.002 5 5391 -7 2608.0832661626405 2598.200988537458 150 GTEX 1 50 100 0.0 0.002 5 5391 -8 2592.916477215055 2568.52301791231 150 GTEX 1 50 100 0.0 0.002 5 5391 -9 2570.7091663909005 2556.8207241972136 150 GTEX 1 50 100 0.0 0.002 5 5391 -10 2555.139591702592 2534.368037350731 150 GTEX 1 50 100 0.0 0.002 5 5391 -11 2541.8314663508354 2546.0692644590663 150 GTEX 1 50 100 0.0 0.002 5 5391 -12 2529.600112974675 2536.7171700481226 150 GTEX 1 50 100 0.0 0.002 5 5391 -13 2521.3987284985014 2510.538896799994 150 GTEX 1 50 100 0.0 0.002 5 5391 -14 2512.728785476854 2501.9406023496913 150 GTEX 1 50 100 0.0 0.002 5 5391 -15 2500.9841487566596 2499.0437350545094 150 GTEX 1 50 100 0.0 0.002 5 5391 -16 2498.3154779379606 2497.240365728226 150 GTEX 1 50 100 0.0 0.002 5 5391 -17 2489.460660272608 2487.421673560777 150 GTEX 1 50 100 0.0 0.002 5 5391 -18 2484.099764158145 2487.2694333152626 150 GTEX 1 50 100 0.0 0.002 5 5391 -19 2478.284754437908 2490.1099691064637 150 GTEX 1 50 100 0.0 0.002 5 5391 -20 2473.95197503499 2474.051393922291 150 GTEX 1 50 100 0.0 0.002 5 5391 -21 2470.009142856229 2472.6195137981226 150 GTEX 1 50 100 0.0 0.002 5 5391 -22 2466.370808631298 2462.4442240783924 150 GTEX 1 50 100 0.0 0.002 5 5391 -23 2461.4554363801562 2456.1312487932214 150 GTEX 1 50 100 0.0 0.002 5 5391 -24 2457.852030356683 2458.685134249495 150 GTEX 1 50 100 0.0 0.002 5 5391 -25 2454.403171202846 2459.6585382381772 150 GTEX 1 50 100 0.0 0.002 5 5391 -26 2452.0945865820086 2451.710544832759 150 GTEX 1 50 100 0.0 0.002 5 5391 -27 2447.659882968263 2454.223080479147 150 GTEX 1 50 100 0.0 0.002 5 5391 -28 2445.2532770340804 2442.843036143952 150 GTEX 1 50 100 0.0 0.002 5 5391 -29 2444.647033104716 2442.9810159777508 150 GTEX 1 50 100 0.0 0.002 5 5391 -30 2441.052933540316 2441.6998977951225 150 GTEX 1 50 100 0.0 0.002 5 5391 -31 2438.123523964 2440.1314757604564 150 GTEX 1 50 100 0.0 0.002 5 5391 -32 2435.7476282745324 2435.1514108171937 150 GTEX 1 50 100 0.0 0.002 5 5391 -33 2433.818016902464 2434.1417663342145 150 GTEX 1 50 100 0.0 0.002 5 5391 -34 2431.1252359914292 2433.3223482429303 150 GTEX 1 50 100 0.0 0.002 5 5391 -35 2429.3849767046468 2430.7169658240255 150 GTEX 1 50 100 0.0 0.002 5 5391 -36 2427.0734663419644 2426.0015794877318 150 GTEX 1 50 100 0.0 0.002 5 5391 -37 2424.887150167399 2429.8923349126662 150 GTEX 1 50 100 0.0 0.002 5 5391 -38 2423.566327646364 2427.2579354986037 150 GTEX 1 50 100 0.0 0.002 5 5391 -39 2421.650113964957 2423.3599528613654 150 GTEX 1 50 100 0.0 0.002 5 5391 -40 2419.298297473089 2420.6151823906844 150 GTEX 1 50 100 0.0 0.002 5 5391 -41 2417.48949305606 2422.947335710997 150 GTEX 1 50 100 0.0 0.002 5 5391 -42 2417.1707150805923 2416.94583512803 150 GTEX 1 50 100 0.0 0.002 5 5391 -43 2415.335289484195 2416.1581854874644 150 GTEX 1 50 100 0.0 0.002 5 5391 -44 2413.3326070319513 2415.120481077709 150 GTEX 1 50 100 0.0 0.002 5 5391 -45 2412.868747967859 2416.070353808965 150 GTEX 1 50 100 0.0 0.002 5 5391 -46 2411.5377035184306 2415.1903489261526 150 GTEX 1 50 100 0.0 0.002 5 5391 -47 2410.2283301276393 2410.833962096008 150 GTEX 1 50 100 0.0 0.002 5 5391 -48 2409.505383446487 2411.980801078303 150 GTEX 1 50 100 0.0 0.002 5 5391 -49 2408.728109222538 2412.0263597611693 150 GTEX 1 50 100 0.0 0.002 5 5391 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 84c063201..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4967.166685096916 4467.196765275962 150 GTEX 1 50 100 1.0 0.002 5 2122 -1 3960.4664665488917 3690.2089834467088 150 GTEX 1 50 100 1.0 0.002 5 2122 -2 3259.9504161402356 3431.5130415651734 150 GTEX 1 50 100 1.0 0.002 5 2122 -3 2917.4442503709433 2827.8138812975285 150 GTEX 1 50 100 1.0 0.002 5 2122 -4 2762.030350210146 2656.629727787845 150 GTEX 1 50 100 1.0 0.002 5 2122 -5 2689.1956819474062 2685.8058715356165 150 GTEX 1 50 100 1.0 0.002 5 2122 -6 2647.7897141777853 2583.9337218542064 150 GTEX 1 50 100 1.0 0.002 5 2122 -7 2618.3516332639038 2560.9279191049786 150 GTEX 1 50 100 1.0 0.002 5 2122 -8 2593.7314412121136 2585.351742588522 150 GTEX 1 50 100 1.0 0.002 5 2122 -9 2582.1164799125418 2545.9509565114067 150 GTEX 1 50 100 1.0 0.002 5 2122 -10 2570.6507548373215 2534.2841082090663 150 GTEX 1 50 100 1.0 0.002 5 2122 -11 2551.719067431811 2531.3271410111693 150 GTEX 1 50 100 1.0 0.002 5 2122 -12 2541.8620068292325 2550.626911816035 150 GTEX 1 50 100 1.0 0.002 5 2122 -13 2528.361735249543 2499.855917578868 150 GTEX 1 50 100 1.0 0.002 5 2122 -14 2524.652001071155 2490.4605197688925 150 GTEX 1 50 100 1.0 0.002 5 2122 -15 2514.63128086379 2481.832203448045 150 GTEX 1 50 100 1.0 0.002 5 2122 -16 2507.11492114673 2468.58002335581 150 GTEX 1 50 100 1.0 0.002 5 2122 -17 2496.9181722220114 2462.1428528992396 150 GTEX 1 50 100 1.0 0.002 5 2122 -18 2489.1424840997843 2452.9207791520616 150 GTEX 1 50 100 1.0 0.002 5 2122 -19 2486.2066027209235 2461.19635775606 150 GTEX 1 50 100 1.0 0.002 5 2122 -20 2480.730151988693 2461.455135214918 150 GTEX 1 50 100 1.0 0.002 5 2122 -21 2477.2133531692325 2445.8120678803766 150 GTEX 1 50 100 1.0 0.002 5 2122 -22 2472.2757610523727 2439.538141634981 150 GTEX 1 50 100 1.0 0.002 5 2122 -23 2467.3414939105905 2448.217043800499 150 GTEX 1 50 100 1.0 0.002 5 2122 -24 2463.1924123662293 2453.6605154987524 150 GTEX 1 50 100 1.0 0.002 5 2122 -25 2460.426544927652 2437.749707124079 150 GTEX 1 50 100 1.0 0.002 5 2122 -26 2456.0814890447987 2433.2838492157794 150 GTEX 1 50 100 1.0 0.002 5 2122 -27 2451.9171139096666 2432.65055910988 150 GTEX 1 50 100 1.0 0.002 5 2122 -28 2448.813286294249 2420.3710050981763 150 GTEX 1 50 100 1.0 0.002 5 2122 -29 2445.93604451751 2425.175632723384 150 GTEX 1 50 100 1.0 0.002 5 2122 -30 2442.0852652171275 2429.2817972277508 150 GTEX 1 50 100 1.0 0.002 5 2122 -31 2441.110772354998 2413.0396301501605 150 GTEX 1 50 100 1.0 0.002 5 2122 -32 2438.2590508941007 2413.2927979443916 150 GTEX 1 50 100 1.0 0.002 5 2122 -33 2435.9183441545715 2408.8887141122564 150 GTEX 1 50 100 1.0 0.002 5 2122 -34 2433.005254168262 2407.5665255354384 150 GTEX 1 50 100 1.0 0.002 5 2122 -35 2432.6975568040216 2402.7622571589827 150 GTEX 1 50 100 1.0 0.002 5 2122 -36 2431.194628354374 2403.7332225262894 150 GTEX 1 50 100 1.0 0.002 5 2122 -37 2427.3944849594727 2403.044061813064 150 GTEX 1 50 100 1.0 0.002 5 2122 -38 2425.288916459189 2401.277851989514 150 GTEX 1 50 100 1.0 0.002 5 2122 -39 2425.2271933663897 2402.5243142711797 150 GTEX 1 50 100 1.0 0.002 5 2122 -40 2423.9585810413805 2396.239054052549 150 GTEX 1 50 100 1.0 0.002 5 2122 -41 2421.941632519129 2395.8289418963877 150 GTEX 1 50 100 1.0 0.002 5 2122 -42 2420.4707627740195 2390.808672654765 150 GTEX 1 50 100 1.0 0.002 5 2122 -43 2417.879922372204 2392.1330933081335 150 GTEX 1 50 100 1.0 0.002 5 2122 -44 2417.9564081975545 2389.6718643246495 150 GTEX 1 50 100 1.0 0.002 5 2122 -45 2416.5802189049377 2389.9146496442786 150 GTEX 1 50 100 1.0 0.002 5 2122 -46 2414.6400575477646 2390.1362982340183 150 GTEX 1 50 100 1.0 0.002 5 2122 -47 2413.893845402327 2384.2774556091076 150 GTEX 1 50 100 1.0 0.002 5 2122 -48 2413.5529987080945 2383.5618738674843 150 GTEX 1 50 100 1.0 0.002 5 2122 -49 2412.8911683398997 2386.5594881587153 150 GTEX 1 50 100 1.0 0.002 5 2122 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 390f83a09..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4105.688224840028 3196.8497161285054 50 GTEX 1 100 100 0.5 0.002 5 4063 -1 2809.9655066716127 2855.0415257210966 50 GTEX 1 100 100 0.5 0.002 5 4063 -2 2627.0428029293366 2577.379114651408 50 GTEX 1 100 100 0.5 0.002 5 4063 -3 2572.0520195409467 2582.8769094953063 50 GTEX 1 100 100 0.5 0.002 5 4063 -4 2535.5142051057705 2520.1561748084005 50 GTEX 1 100 100 0.5 0.002 5 4063 -5 2512.7065968669126 2487.351484059381 50 GTEX 1 100 100 0.5 0.002 5 4063 -6 2494.412417677648 2469.5817490494296 50 GTEX 1 100 100 0.5 0.002 5 4063 -7 2481.5614996862046 2463.8128847767643 50 GTEX 1 100 100 0.5 0.002 5 4063 -8 2468.586706129062 2448.350144999109 50 GTEX 1 100 100 0.5 0.002 5 4063 -9 2457.807776870478 2441.4120420738773 50 GTEX 1 100 100 0.5 0.002 5 4063 -10 2448.9273555921227 2434.1199505592026 50 GTEX 1 100 100 0.5 0.002 5 4063 -11 2440.3607103592167 2424.6692790332404 50 GTEX 1 100 100 0.5 0.002 5 4063 -12 2432.846504866617 2422.467809176717 50 GTEX 1 100 100 0.5 0.002 5 4063 -13 2429.314905199063 2414.776775635694 50 GTEX 1 100 100 0.5 0.002 5 4063 -14 2423.2643818350093 2408.0954353129455 50 GTEX 1 100 100 0.5 0.002 5 4063 -15 2420.062375002682 2405.2599958412547 50 GTEX 1 100 100 0.5 0.002 5 4063 -16 2416.7900315838074 2399.1449290228434 50 GTEX 1 100 100 0.5 0.002 5 4063 -17 2412.9223263519825 2397.199973450867 50 GTEX 1 100 100 0.5 0.002 5 4063 -18 2410.5988014183313 2392.6371740769073 50 GTEX 1 100 100 0.5 0.002 5 4063 -19 2406.5592278657523 2389.791698383288 50 GTEX 1 100 100 0.5 0.002 5 4063 -20 2403.6766526724 2387.385440492811 50 GTEX 1 100 100 0.5 0.002 5 4063 -21 2402.6431832285834 2384.261872846364 50 GTEX 1 100 100 0.5 0.002 5 4063 -22 2399.533920486336 2383.5215034049725 50 GTEX 1 100 100 0.5 0.002 5 4063 -23 2397.927717973454 2381.4602055422706 50 GTEX 1 100 100 0.5 0.002 5 4063 -24 2396.901404864637 2379.287841796875 50 GTEX 1 100 100 0.5 0.002 5 4063 -25 2394.524101427368 2378.557344733989 50 GTEX 1 100 100 0.5 0.002 5 4063 -26 2392.637808266544 2376.1152339108544 50 GTEX 1 100 100 0.5 0.002 5 4063 -27 2390.8097137744517 2375.4963494942667 50 GTEX 1 100 100 0.5 0.002 5 4063 -28 2389.4822407617003 2372.749835692431 50 GTEX 1 100 100 0.5 0.002 5 4063 -29 2387.625830934306 2372.0544238652565 50 GTEX 1 100 100 0.5 0.002 5 4063 -30 2386.2006310881716 2370.33075206452 50 GTEX 1 100 100 0.5 0.002 5 4063 -31 2384.5784974904604 2368.0742479911773 50 GTEX 1 100 100 0.5 0.002 5 4063 -32 2383.224745177739 2369.4262941309707 50 GTEX 1 100 100 0.5 0.002 5 4063 -33 2381.5857015343595 2364.0079466381 50 GTEX 1 100 100 0.5 0.002 5 4063 -34 2380.388631928467 2366.4108264763545 50 GTEX 1 100 100 0.5 0.002 5 4063 -35 2378.957488172319 2365.190408336799 50 GTEX 1 100 100 0.5 0.002 5 4063 -36 2377.591062983175 2362.18831132664 50 GTEX 1 100 100 0.5 0.002 5 4063 -37 2376.6890013861885 2359.4778806737168 50 GTEX 1 100 100 0.5 0.002 5 4063 -38 2375.985702235809 2359.4230038022815 50 GTEX 1 100 100 0.5 0.002 5 4063 -39 2374.406819618477 2358.433116608246 50 GTEX 1 100 100 0.5 0.002 5 4063 -40 2373.82831124523 2357.298269757753 50 GTEX 1 100 100 0.5 0.002 5 4063 -41 2372.473182569427 2356.728791327531 50 GTEX 1 100 100 0.5 0.002 5 4063 -42 2371.547168164743 2357.100091622356 50 GTEX 1 100 100 0.5 0.002 5 4063 -43 2371.115254464315 2354.195535289924 50 GTEX 1 100 100 0.5 0.002 5 4063 -44 2370.4946227685646 2355.1943749257366 50 GTEX 1 100 100 0.5 0.002 5 4063 -45 2369.7205002203377 2355.012251589235 50 GTEX 1 100 100 0.5 0.002 5 4063 -46 2368.7140725420786 2354.55823960685 50 GTEX 1 100 100 0.5 0.002 5 4063 -47 2368.6765238841585 2357.3308026563986 50 GTEX 1 100 100 0.5 0.002 5 4063 -48 2368.660672511875 2353.0551562871315 50 GTEX 1 100 100 0.5 0.002 5 4063 -49 2367.5572554250953 2351.747729863504 50 GTEX 1 100 100 0.5 0.002 5 4063 -50 2367.388712466248 2351.140120937797 50 GTEX 1 100 100 0.5 0.002 5 4063 -51 2366.680709398849 2351.079082996673 50 GTEX 1 100 100 0.5 0.002 5 4063 -52 2367.114071051498 2351.0567315975522 50 GTEX 1 100 100 0.5 0.002 5 4063 -53 2366.24566253891 2351.4117988615435 50 GTEX 1 100 100 0.5 0.002 5 4063 -54 2364.9919838474684 2351.203446188807 50 GTEX 1 100 100 0.5 0.002 5 4063 -55 2365.4261853057 2349.8720963046576 50 GTEX 1 100 100 0.5 0.002 5 4063 -56 2364.9648047834335 2349.3101880903932 50 GTEX 1 100 100 0.5 0.002 5 4063 -57 2364.7409544183497 2348.526609471542 50 GTEX 1 100 100 0.5 0.002 5 4063 -58 2364.7634648699513 2349.1159848985562 50 GTEX 1 100 100 0.5 0.002 5 4063 -59 2364.3333749647213 2349.7544506928766 50 GTEX 1 100 100 0.5 0.002 5 4063 -60 2364.514509772227 2349.3856902031844 50 GTEX 1 100 100 0.5 0.002 5 4063 -61 2363.693894978321 2351.302637368554 50 GTEX 1 100 100 0.5 0.002 5 4063 -62 2364.133963109725 2347.6936341492396 50 GTEX 1 100 100 0.5 0.002 5 4063 -63 2364.561023345074 2347.8745163602066 50 GTEX 1 100 100 0.5 0.002 5 4063 -64 2363.8089672462156 2347.8578150063868 50 GTEX 1 100 100 0.5 0.002 5 4063 -65 2363.2015868392755 2346.5390935977603 50 GTEX 1 100 100 0.5 0.002 5 4063 -66 2363.3660838770943 2348.9727773920213 50 GTEX 1 100 100 0.5 0.002 5 4063 -67 2362.899388634946 2346.861572265625 50 GTEX 1 100 100 0.5 0.002 5 4063 -68 2362.7348905397944 2346.9544153249763 50 GTEX 1 100 100 0.5 0.002 5 4063 -69 2362.334272536756 2346.9455603537904 50 GTEX 1 100 100 0.5 0.002 5 4063 -70 2362.255365549202 2347.452037042538 50 GTEX 1 100 100 0.5 0.002 5 4063 -71 2362.1283178832145 2346.116658838076 50 GTEX 1 100 100 0.5 0.002 5 4063 -72 2362.0186938427564 2346.378818062322 50 GTEX 1 100 100 0.5 0.002 5 4063 -73 2362.3969363459087 2346.765763779557 50 GTEX 1 100 100 0.5 0.002 5 4063 -74 2361.868764059942 2346.3351034302223 50 GTEX 1 100 100 0.5 0.002 5 4063 -75 2362.104414331733 2345.7102603114604 50 GTEX 1 100 100 0.5 0.002 5 4063 -76 2361.4490548119043 2346.08174580041 50 GTEX 1 100 100 0.5 0.002 5 4063 -77 2360.89727781269 2345.670835777834 50 GTEX 1 100 100 0.5 0.002 5 4063 -78 2361.2482904998533 2345.555545705353 50 GTEX 1 100 100 0.5 0.002 5 4063 -79 2360.733365737562 2345.3182948587514 50 GTEX 1 100 100 0.5 0.002 5 4063 -80 2360.8633103395346 2346.3516706459422 50 GTEX 1 100 100 0.5 0.002 5 4063 -81 2361.146186052538 2345.3533295025845 50 GTEX 1 100 100 0.5 0.002 5 4063 -82 2361.3289000762106 2344.9302412257903 50 GTEX 1 100 100 0.5 0.002 5 4063 -83 2360.6948925585257 2344.6699710744415 50 GTEX 1 100 100 0.5 0.002 5 4063 -84 2360.785632333245 2344.305049069481 50 GTEX 1 100 100 0.5 0.002 5 4063 -85 2361.3623685142716 2345.8133647033924 50 GTEX 1 100 100 0.5 0.002 5 4063 -86 2360.8919889329795 2345.446593077917 50 GTEX 1 100 100 0.5 0.002 5 4063 -87 2360.520880380326 2345.1825749502436 50 GTEX 1 100 100 0.5 0.002 5 4063 -88 2360.235334155199 2346.9916319176273 50 GTEX 1 100 100 0.5 0.002 5 4063 -89 2360.6179587079214 2344.061499301925 50 GTEX 1 100 100 0.5 0.002 5 4063 -90 2360.2602964316425 2345.8194422268593 50 GTEX 1 100 100 0.5 0.002 5 4063 -91 2360.175429364627 2343.304080861603 50 GTEX 1 100 100 0.5 0.002 5 4063 -92 2359.9543936441223 2345.683407163439 50 GTEX 1 100 100 0.5 0.002 5 4063 -93 2359.384984750688 2343.621529118643 50 GTEX 1 100 100 0.5 0.002 5 4063 -94 2359.866987071043 2346.2158235615198 50 GTEX 1 100 100 0.5 0.002 5 4063 -95 2360.491386196789 2343.7891511518237 50 GTEX 1 100 100 0.5 0.002 5 4063 -96 2360.0100678673284 2343.330435053024 50 GTEX 1 100 100 0.5 0.002 5 4063 -97 2359.2341324324793 2342.8685228471068 50 GTEX 1 100 100 0.5 0.002 5 4063 -98 2359.662929452308 2343.094139882367 50 GTEX 1 100 100 0.5 0.002 5 4063 -99 2359.3765793708985 2343.7027861736574 50 GTEX 1 100 100 0.5 0.002 5 4063 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index 6233e04f9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4126.523205299494 3162.530871257129 50 GTEX 1 100 100 0.0 0.002 5 6273 -1 2842.1358922771205 2651.735501481553 50 GTEX 1 100 100 0.0 0.002 5 6273 -2 2625.296157071315 2593.2668229599867 50 GTEX 1 100 100 0.0 0.002 5 6273 -3 2566.813675547296 2556.805336839799 50 GTEX 1 100 100 0.0 0.002 5 6273 -4 2529.195790414235 2493.349989046162 50 GTEX 1 100 100 0.0 0.002 5 6273 -5 2504.3805745399727 2489.0535104265687 50 GTEX 1 100 100 0.0 0.002 5 6273 -6 2486.1147181389133 2458.399855000891 50 GTEX 1 100 100 0.0 0.002 5 6273 -7 2473.450671008916 2451.462537874287 50 GTEX 1 100 100 0.0 0.002 5 6273 -8 2464.2513566863845 2437.7688155373694 50 GTEX 1 100 100 0.0 0.002 5 6273 -9 2453.770514182283 2434.7942474713345 50 GTEX 1 100 100 0.0 0.002 5 6273 -10 2445.691647450725 2431.438988979325 50 GTEX 1 100 100 0.0 0.002 5 6273 -11 2439.1703572638426 2414.3394858936845 50 GTEX 1 100 100 0.0 0.002 5 6273 -12 2434.3279391673873 2411.6130631015326 50 GTEX 1 100 100 0.0 0.002 5 6273 -13 2429.2805867431357 2405.3612120885814 50 GTEX 1 100 100 0.0 0.002 5 6273 -14 2425.698269678142 2400.364066584482 50 GTEX 1 100 100 0.0 0.002 5 6273 -15 2421.3655623801346 2398.705446656666 50 GTEX 1 100 100 0.0 0.002 5 6273 -16 2418.012689845318 2397.748376650502 50 GTEX 1 100 100 0.0 0.002 5 6273 -17 2414.7137173557653 2391.2841834006654 50 GTEX 1 100 100 0.0 0.002 5 6273 -18 2413.180647660954 2394.48786491133 50 GTEX 1 100 100 0.0 0.002 5 6273 -19 2409.8366563312857 2386.0119401474867 50 GTEX 1 100 100 0.0 0.002 5 6273 -20 2407.9952817703106 2385.9721433690293 50 GTEX 1 100 100 0.0 0.002 5 6273 -21 2405.1310450270926 2385.7039683526914 50 GTEX 1 100 100 0.0 0.002 5 6273 -22 2402.5645434882354 2382.844285159963 50 GTEX 1 100 100 0.0 0.002 5 6273 -23 2401.4223561120207 2381.1626050825807 50 GTEX 1 100 100 0.0 0.002 5 6273 -24 2399.346453315217 2377.5547376277327 50 GTEX 1 100 100 0.0 0.002 5 6273 -25 2397.375264178363 2375.8126749829194 50 GTEX 1 100 100 0.0 0.002 5 6273 -26 2395.8658367707812 2375.789826483781 50 GTEX 1 100 100 0.0 0.002 5 6273 -27 2394.089649536094 2372.310368643061 50 GTEX 1 100 100 0.0 0.002 5 6273 -28 2392.2303680197497 2373.1048059499763 50 GTEX 1 100 100 0.0 0.002 5 6273 -29 2390.5152729598954 2371.2368530737585 50 GTEX 1 100 100 0.0 0.002 5 6273 -30 2389.7141971267793 2367.410105658121 50 GTEX 1 100 100 0.0 0.002 5 6273 -31 2387.7768858992918 2366.6683957640207 50 GTEX 1 100 100 0.0 0.002 5 6273 -32 2386.4677639730858 2365.8929174154882 50 GTEX 1 100 100 0.0 0.002 5 6273 -33 2384.926967602717 2365.163435439193 50 GTEX 1 100 100 0.0 0.002 5 6273 -34 2384.4673589116305 2363.4338174682152 50 GTEX 1 100 100 0.0 0.002 5 6273 -35 2382.6032030930223 2366.7416685851354 50 GTEX 1 100 100 0.0 0.002 5 6273 -36 2382.1865522949374 2361.0065941176035 50 GTEX 1 100 100 0.0 0.002 5 6273 -37 2380.060138306296 2359.4765365078424 50 GTEX 1 100 100 0.0 0.002 5 6273 -38 2378.8871546546143 2358.2590543217534 50 GTEX 1 100 100 0.0 0.002 5 6273 -39 2378.283041301569 2358.806327790815 50 GTEX 1 100 100 0.0 0.002 5 6273 -40 2377.5853813689578 2357.600178881743 50 GTEX 1 100 100 0.0 0.002 5 6273 -41 2376.6985955944 2355.221857919439 50 GTEX 1 100 100 0.0 0.002 5 6273 -42 2375.0402091898586 2354.816958583353 50 GTEX 1 100 100 0.0 0.002 5 6273 -43 2374.4319328355655 2353.918475597077 50 GTEX 1 100 100 0.0 0.002 5 6273 -44 2372.7525573517714 2351.5331198108515 50 GTEX 1 100 100 0.0 0.002 5 6273 -45 2373.1054623028513 2353.3756892563274 50 GTEX 1 100 100 0.0 0.002 5 6273 -46 2371.7680287806907 2351.7797113570878 50 GTEX 1 100 100 0.0 0.002 5 6273 -47 2371.532780372569 2349.2541740620545 50 GTEX 1 100 100 0.0 0.002 5 6273 -48 2370.3189394120695 2349.7086427637832 50 GTEX 1 100 100 0.0 0.002 5 6273 -49 2369.8581044990988 2349.247724293756 50 GTEX 1 100 100 0.0 0.002 5 6273 -50 2369.6532148629367 2348.4248111855395 50 GTEX 1 100 100 0.0 0.002 5 6273 -51 2368.5512791246074 2348.071105724958 50 GTEX 1 100 100 0.0 0.002 5 6273 -52 2368.694722431167 2348.3102932193888 50 GTEX 1 100 100 0.0 0.002 5 6273 -53 2368.357286588033 2346.5964564334304 50 GTEX 1 100 100 0.0 0.002 5 6273 -54 2368.0170835771214 2349.4595014332817 50 GTEX 1 100 100 0.0 0.002 5 6273 -55 2367.4455609988977 2347.1412936018446 50 GTEX 1 100 100 0.0 0.002 5 6273 -56 2367.0040230207564 2346.299515292672 50 GTEX 1 100 100 0.0 0.002 5 6273 -57 2367.305308979341 2347.3821949541793 50 GTEX 1 100 100 0.0 0.002 5 6273 -58 2366.9794247245363 2345.0184205494 50 GTEX 1 100 100 0.0 0.002 5 6273 -59 2366.2362585215833 2346.665975708472 50 GTEX 1 100 100 0.0 0.002 5 6273 -60 2366.1812557044373 2344.786856415607 50 GTEX 1 100 100 0.0 0.002 5 6273 -61 2366.002269860519 2347.801038386704 50 GTEX 1 100 100 0.0 0.002 5 6273 -62 2366.329082917346 2343.5933109181915 50 GTEX 1 100 100 0.0 0.002 5 6273 -63 2365.7947024656373 2345.222788995663 50 GTEX 1 100 100 0.0 0.002 5 6273 -64 2365.2761795754745 2343.3010444205975 50 GTEX 1 100 100 0.0 0.002 5 6273 -65 2365.2355054688323 2344.4782881936194 50 GTEX 1 100 100 0.0 0.002 5 6273 -66 2364.5804965449474 2344.2384771194747 50 GTEX 1 100 100 0.0 0.002 5 6273 -67 2364.7837957469037 2348.2381259932718 50 GTEX 1 100 100 0.0 0.002 5 6273 -68 2364.6328843728134 2344.8932966225047 50 GTEX 1 100 100 0.0 0.002 5 6273 -69 2364.121962696695 2343.4063451498632 50 GTEX 1 100 100 0.0 0.002 5 6273 -70 2364.959750322048 2343.871680430133 50 GTEX 1 100 100 0.0 0.002 5 6273 -71 2363.880814915463 2343.816412980112 50 GTEX 1 100 100 0.0 0.002 5 6273 -72 2363.9360324484473 2343.926562639244 50 GTEX 1 100 100 0.0 0.002 5 6273 -73 2364.6132353978787 2341.8109158708116 50 GTEX 1 100 100 0.0 0.002 5 6273 -74 2363.5444411498083 2343.308874790206 50 GTEX 1 100 100 0.0 0.002 5 6273 -75 2363.5610416291875 2341.7968926375356 50 GTEX 1 100 100 0.0 0.002 5 6273 -76 2363.2492912520547 2343.331504444659 50 GTEX 1 100 100 0.0 0.002 5 6273 -77 2363.3988721151845 2343.6705577545745 50 GTEX 1 100 100 0.0 0.002 5 6273 -78 2363.7147734760797 2342.1942421800736 50 GTEX 1 100 100 0.0 0.002 5 6273 -79 2363.0968747008524 2342.226869068218 50 GTEX 1 100 100 0.0 0.002 5 6273 -80 2363.480628046149 2341.3783887275727 50 GTEX 1 100 100 0.0 0.002 5 6273 -81 2362.9039740017956 2342.5134495492216 50 GTEX 1 100 100 0.0 0.002 5 6273 -82 2363.2185397197995 2340.6090663431264 50 GTEX 1 100 100 0.0 0.002 5 6273 -83 2363.050480193947 2342.845498900903 50 GTEX 1 100 100 0.0 0.002 5 6273 -84 2362.689432855165 2341.4314001975404 50 GTEX 1 100 100 0.0 0.002 5 6273 -85 2362.9313070753174 2341.11365094203 50 GTEX 1 100 100 0.0 0.002 5 6273 -86 2362.604554595899 2341.7243355290516 50 GTEX 1 100 100 0.0 0.002 5 6273 -87 2362.324889072939 2340.3360850983245 50 GTEX 1 100 100 0.0 0.002 5 6273 -88 2362.7233676541705 2342.8572526939015 50 GTEX 1 100 100 0.0 0.002 5 6273 -89 2362.418374507747 2341.6644542389495 50 GTEX 1 100 100 0.0 0.002 5 6273 -90 2362.6554220829594 2342.560365394041 50 GTEX 1 100 100 0.0 0.002 5 6273 -91 2361.668412365404 2340.60961055393 50 GTEX 1 100 100 0.0 0.002 5 6273 -92 2362.4736109437717 2341.0401913022815 50 GTEX 1 100 100 0.0 0.002 5 6273 -93 2362.317259491441 2341.8700480297944 50 GTEX 1 100 100 0.0 0.002 5 6273 -94 2361.7423322255927 2341.4211221557152 50 GTEX 1 100 100 0.0 0.002 5 6273 -95 2361.8027415958063 2343.8352482436726 50 GTEX 1 100 100 0.0 0.002 5 6273 -96 2361.904263917176 2340.8036487419795 50 GTEX 1 100 100 0.0 0.002 5 6273 -97 2361.706871154405 2340.1991164058786 50 GTEX 1 100 100 0.0 0.002 5 6273 -98 2361.7255263658467 2341.4241003464385 50 GTEX 1 100 100 0.0 0.002 5 6273 -99 2361.816025404035 2341.371446732786 50 GTEX 1 100 100 0.0 0.002 5 6273 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index 26b2dc794..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4090.12087740948 3281.8761116288915 50 GTEX 1 100 100 1.0 0.002 5 2342 -1 2815.0186430134363 2782.425104525606 50 GTEX 1 100 100 1.0 0.002 5 2342 -2 2622.8022989087917 2614.853649298954 50 GTEX 1 100 100 1.0 0.002 5 2342 -3 2567.0416378264217 2515.9197673144904 50 GTEX 1 100 100 1.0 0.002 5 2342 -4 2531.714140469237 2491.1055504396386 50 GTEX 1 100 100 1.0 0.002 5 2342 -5 2508.0300099554293 2476.138913230751 50 GTEX 1 100 100 1.0 0.002 5 2342 -6 2487.699228549666 2468.3389860087927 50 GTEX 1 100 100 1.0 0.002 5 2342 -7 2474.1064673101714 2451.973377532379 50 GTEX 1 100 100 1.0 0.002 5 2342 -8 2463.2243912292784 2439.756249257367 50 GTEX 1 100 100 1.0 0.002 5 2342 -9 2454.1507998126303 2427.922507166409 50 GTEX 1 100 100 1.0 0.002 5 2342 -10 2445.8028582376196 2422.299016568144 50 GTEX 1 100 100 1.0 0.002 5 2342 -11 2437.8545955223985 2415.9322570104564 50 GTEX 1 100 100 1.0 0.002 5 2342 -12 2432.5712420241034 2407.4281572117097 50 GTEX 1 100 100 1.0 0.002 5 2342 -13 2428.7891831390457 2405.527296871287 50 GTEX 1 100 100 1.0 0.002 5 2342 -14 2422.219217289334 2403.9331193931203 50 GTEX 1 100 100 1.0 0.002 5 2342 -15 2418.9922186268336 2394.7223828681977 50 GTEX 1 100 100 1.0 0.002 5 2342 -16 2416.8144632083404 2392.106440206898 50 GTEX 1 100 100 1.0 0.002 5 2342 -17 2412.0145335751 2387.5799843675736 50 GTEX 1 100 100 1.0 0.002 5 2342 -18 2409.570280625297 2385.238091414419 50 GTEX 1 100 100 1.0 0.002 5 2342 -19 2406.6836465908304 2385.8884370172887 50 GTEX 1 100 100 1.0 0.002 5 2342 -20 2404.5847797984115 2384.046071563837 50 GTEX 1 100 100 1.0 0.002 5 2342 -21 2403.1317427117306 2381.7081368449976 50 GTEX 1 100 100 1.0 0.002 5 2342 -22 2400.160094615259 2377.1832994816423 50 GTEX 1 100 100 1.0 0.002 5 2342 -23 2398.1128915585473 2372.933015424489 50 GTEX 1 100 100 1.0 0.002 5 2342 -24 2396.57388625765 2373.392198453838 50 GTEX 1 100 100 1.0 0.002 5 2342 -25 2394.9981789641815 2372.8349873938037 50 GTEX 1 100 100 1.0 0.002 5 2342 -26 2394.042334840556 2371.8880689497682 50 GTEX 1 100 100 1.0 0.002 5 2342 -27 2391.551962393421 2369.957140788379 50 GTEX 1 100 100 1.0 0.002 5 2342 -28 2390.117323044853 2369.062572870871 50 GTEX 1 100 100 1.0 0.002 5 2342 -29 2388.626596855566 2368.332928907735 50 GTEX 1 100 100 1.0 0.002 5 2342 -30 2387.870023110707 2366.851058437797 50 GTEX 1 100 100 1.0 0.002 5 2342 -31 2387.0461867539875 2364.6445409970593 50 GTEX 1 100 100 1.0 0.002 5 2342 -32 2385.2981537274627 2364.5647970569453 50 GTEX 1 100 100 1.0 0.002 5 2342 -33 2383.5836681294645 2362.4339557836265 50 GTEX 1 100 100 1.0 0.002 5 2342 -34 2382.4305619138768 2360.7058007998157 50 GTEX 1 100 100 1.0 0.002 5 2342 -35 2380.836167018492 2360.256624287072 50 GTEX 1 100 100 1.0 0.002 5 2342 -36 2379.4951016885548 2359.0451664797706 50 GTEX 1 100 100 1.0 0.002 5 2342 -37 2378.3541617066603 2358.3668686319215 50 GTEX 1 100 100 1.0 0.002 5 2342 -38 2376.9136848002436 2355.8011446760634 50 GTEX 1 100 100 1.0 0.002 5 2342 -39 2376.3216327213117 2355.5817221289803 50 GTEX 1 100 100 1.0 0.002 5 2342 -40 2375.782016901226 2354.8023222136408 50 GTEX 1 100 100 1.0 0.002 5 2342 -41 2374.4182781357695 2354.325231051717 50 GTEX 1 100 100 1.0 0.002 5 2342 -42 2373.78592289334 2352.145936218958 50 GTEX 1 100 100 1.0 0.002 5 2342 -43 2372.5311292578003 2351.574464747208 50 GTEX 1 100 100 1.0 0.002 5 2342 -44 2372.2167491403115 2351.3629220012476 50 GTEX 1 100 100 1.0 0.002 5 2342 -45 2371.4543931283506 2350.0766420545688 50 GTEX 1 100 100 1.0 0.002 5 2342 -46 2370.3188052598007 2349.899378323283 50 GTEX 1 100 100 1.0 0.002 5 2342 -47 2370.302241193917 2349.811881757961 50 GTEX 1 100 100 1.0 0.002 5 2342 -48 2370.378977426521 2349.5595605654407 50 GTEX 1 100 100 1.0 0.002 5 2342 -49 2369.703355678979 2348.8867707343156 50 GTEX 1 100 100 1.0 0.002 5 2342 -50 2369.3085042119997 2347.8547924897516 50 GTEX 1 100 100 1.0 0.002 5 2342 -51 2368.6164445563786 2347.477213696382 50 GTEX 1 100 100 1.0 0.002 5 2342 -52 2367.7414164468105 2347.061570316213 50 GTEX 1 100 100 1.0 0.002 5 2342 -53 2367.7287538600367 2346.2387073357295 50 GTEX 1 100 100 1.0 0.002 5 2342 -54 2367.4315469608246 2347.486082591938 50 GTEX 1 100 100 1.0 0.002 5 2342 -55 2366.646982584859 2346.620868175202 50 GTEX 1 100 100 1.0 0.002 5 2342 -56 2367.220081826179 2348.4040448438986 50 GTEX 1 100 100 1.0 0.002 5 2342 -57 2366.673673728684 2345.1388872385933 50 GTEX 1 100 100 1.0 0.002 5 2342 -58 2366.254694091565 2344.2142394323314 50 GTEX 1 100 100 1.0 0.002 5 2342 -59 2365.92420172437 2344.78692371673 50 GTEX 1 100 100 1.0 0.002 5 2342 -60 2365.985956330832 2344.1014223280063 50 GTEX 1 100 100 1.0 0.002 5 2342 -61 2365.698017826727 2344.324713065144 50 GTEX 1 100 100 1.0 0.002 5 2342 -62 2365.862646463744 2345.1454827486336 50 GTEX 1 100 100 1.0 0.002 5 2342 -63 2365.1135573684824 2343.8332259609674 50 GTEX 1 100 100 1.0 0.002 5 2342 -64 2364.5592176792575 2343.675899607147 50 GTEX 1 100 100 1.0 0.002 5 2342 -65 2365.7304140266024 2344.064430846008 50 GTEX 1 100 100 1.0 0.002 5 2342 -66 2365.05317035698 2343.263504782557 50 GTEX 1 100 100 1.0 0.002 5 2342 -67 2364.460055478488 2342.6791787963402 50 GTEX 1 100 100 1.0 0.002 5 2342 -68 2364.288334900592 2341.9190989447184 50 GTEX 1 100 100 1.0 0.002 5 2342 -69 2364.351001804376 2342.8708825637177 50 GTEX 1 100 100 1.0 0.002 5 2342 -70 2364.4417194266925 2342.2912987538616 50 GTEX 1 100 100 1.0 0.002 5 2342 -71 2364.844825435972 2342.400671897279 50 GTEX 1 100 100 1.0 0.002 5 2342 -72 2364.1610902871075 2342.585447362167 50 GTEX 1 100 100 1.0 0.002 5 2342 -73 2363.8272548412415 2342.4196085766694 50 GTEX 1 100 100 1.0 0.002 5 2342 -74 2363.62485246345 2342.354539530359 50 GTEX 1 100 100 1.0 0.002 5 2342 -75 2364.490829601552 2343.8034055296457 50 GTEX 1 100 100 1.0 0.002 5 2342 -76 2363.063334854173 2342.8129585759266 50 GTEX 1 100 100 1.0 0.002 5 2342 -77 2363.470029423755 2342.3810167203837 50 GTEX 1 100 100 1.0 0.002 5 2342 -78 2363.481410317377 2341.5399940403695 50 GTEX 1 100 100 1.0 0.002 5 2342 -79 2362.996924658518 2341.721195583561 50 GTEX 1 100 100 1.0 0.002 5 2342 -80 2362.7089799393616 2342.817946749495 50 GTEX 1 100 100 1.0 0.002 5 2342 -81 2363.0309968333668 2341.7202399076164 50 GTEX 1 100 100 1.0 0.002 5 2342 -82 2362.639936418736 2340.813926319659 50 GTEX 1 100 100 1.0 0.002 5 2342 -83 2362.519246776013 2342.097763467651 50 GTEX 1 100 100 1.0 0.002 5 2342 -84 2362.88226054671 2342.877602464799 50 GTEX 1 100 100 1.0 0.002 5 2342 -85 2362.917621790248 2341.3233099527683 50 GTEX 1 100 100 1.0 0.002 5 2342 -86 2362.1191070740383 2341.248257597136 50 GTEX 1 100 100 1.0 0.002 5 2342 -87 2363.2743893054494 2341.8468003653757 50 GTEX 1 100 100 1.0 0.002 5 2342 -88 2362.2146035808187 2342.4301084801273 50 GTEX 1 100 100 1.0 0.002 5 2342 -89 2362.3083107717516 2341.857388456511 50 GTEX 1 100 100 1.0 0.002 5 2342 -90 2362.518374915207 2341.181583070936 50 GTEX 1 100 100 1.0 0.002 5 2342 -91 2362.5532957927044 2342.0272690225465 50 GTEX 1 100 100 1.0 0.002 5 2342 -92 2362.5089718004815 2341.9191402536835 50 GTEX 1 100 100 1.0 0.002 5 2342 -93 2361.794407057286 2340.0770291520616 50 GTEX 1 100 100 1.0 0.002 5 2342 -94 2362.1397767615467 2341.250310977602 50 GTEX 1 100 100 1.0 0.002 5 2342 -95 2361.6515828833053 2341.1418336353377 50 GTEX 1 100 100 1.0 0.002 5 2342 -96 2361.8394275478718 2340.743919691659 50 GTEX 1 100 100 1.0 0.002 5 2342 -97 2362.664620100992 2340.1331582885277 50 GTEX 1 100 100 1.0 0.002 5 2342 -98 2361.075694089708 2340.4994258518 50 GTEX 1 100 100 1.0 0.002 5 2342 -99 2362.234308542792 2340.675615549994 50 GTEX 1 100 100 1.0 0.002 5 2342 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 186abb2b1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4110.310323107365 2987.8300391367634 50 GTEX 1 50 100 0.5 0.002 5 7633 -1 2866.3223784501015 2646.7748197258197 50 GTEX 1 50 100 0.5 0.002 5 7633 -2 2631.61206596248 2614.785872426776 50 GTEX 1 50 100 0.5 0.002 5 7633 -3 2574.6754099200266 2542.043463993435 50 GTEX 1 50 100 0.5 0.002 5 7633 -4 2537.640196135672 2519.5762442817254 50 GTEX 1 50 100 0.5 0.002 5 7633 -5 2510.446382520367 2494.795949029379 50 GTEX 1 50 100 0.5 0.002 5 7633 -6 2491.641987617761 2480.551641311936 50 GTEX 1 50 100 0.5 0.002 5 7633 -7 2476.128253979077 2466.7392471371495 50 GTEX 1 50 100 0.5 0.002 5 7633 -8 2462.5411915805807 2459.543324285587 50 GTEX 1 50 100 0.5 0.002 5 7633 -9 2453.6800937477306 2445.1499928521566 50 GTEX 1 50 100 0.5 0.002 5 7633 -10 2445.477067079642 2438.008817375386 50 GTEX 1 50 100 0.5 0.002 5 7633 -11 2438.101904044147 2438.868691796132 50 GTEX 1 50 100 0.5 0.002 5 7633 -12 2433.670094710161 2427.633553740643 50 GTEX 1 50 100 0.5 0.002 5 7633 -13 2427.950962084783 2424.7964670159517 50 GTEX 1 50 100 0.5 0.002 5 7633 -14 2422.744073574654 2418.0431604421638 50 GTEX 1 50 100 0.5 0.002 5 7633 -15 2418.3802939084862 2414.8362020630348 50 GTEX 1 50 100 0.5 0.002 5 7633 -16 2414.530290380607 2412.178690979236 50 GTEX 1 50 100 0.5 0.002 5 7633 -17 2411.5072708879366 2408.9166877079374 50 GTEX 1 50 100 0.5 0.002 5 7633 -18 2408.6236823575478 2405.829268654943 50 GTEX 1 50 100 0.5 0.002 5 7633 -19 2405.754995405504 2403.3125408448195 50 GTEX 1 50 100 0.5 0.002 5 7633 -20 2403.0500843132313 2402.441656424519 50 GTEX 1 50 100 0.5 0.002 5 7633 -21 2401.2204557865894 2401.3698595866504 50 GTEX 1 50 100 0.5 0.002 5 7633 -22 2398.8765342924353 2397.8516998871196 50 GTEX 1 50 100 0.5 0.002 5 7633 -23 2397.814287562223 2395.8777904437975 50 GTEX 1 50 100 0.5 0.002 5 7633 -24 2395.324682042102 2392.3306369563925 50 GTEX 1 50 100 0.5 0.002 5 7633 -25 2393.631771749688 2391.5921343089058 50 GTEX 1 50 100 0.5 0.002 5 7633 -26 2391.6726356861745 2391.930073205056 50 GTEX 1 50 100 0.5 0.002 5 7633 -27 2390.0308931116397 2390.0426768023704 50 GTEX 1 50 100 0.5 0.002 5 7633 -28 2388.6418265421994 2386.425320353345 50 GTEX 1 50 100 0.5 0.002 5 7633 -29 2387.9903071762024 2387.006606185391 50 GTEX 1 50 100 0.5 0.002 5 7633 -30 2386.235701358997 2386.724025015595 50 GTEX 1 50 100 0.5 0.002 5 7633 -31 2385.6583287928215 2384.532234917122 50 GTEX 1 50 100 0.5 0.002 5 7633 -32 2383.664357521522 2382.5373437685657 50 GTEX 1 50 100 0.5 0.002 5 7633 -33 2382.280021457142 2382.6057862256416 50 GTEX 1 50 100 0.5 0.002 5 7633 -34 2381.584573412289 2380.7364673687025 50 GTEX 1 50 100 0.5 0.002 5 7633 -35 2380.7356547590066 2378.7377641917183 50 GTEX 1 50 100 0.5 0.002 5 7633 -36 2378.8489345906337 2378.771011410557 50 GTEX 1 50 100 0.5 0.002 5 7633 -37 2378.4023444978693 2376.7899889347673 50 GTEX 1 50 100 0.5 0.002 5 7633 -38 2377.625604329926 2375.6003088425323 50 GTEX 1 50 100 0.5 0.002 5 7633 -39 2376.710636676044 2375.6175936274653 50 GTEX 1 50 100 0.5 0.002 5 7633 -40 2375.8990372653443 2374.3610593846543 50 GTEX 1 50 100 0.5 0.002 5 7633 -41 2374.8821320163547 2374.195202497475 50 GTEX 1 50 100 0.5 0.002 5 7633 -42 2374.257810256392 2373.765813443144 50 GTEX 1 50 100 0.5 0.002 5 7633 -43 2373.758429853166 2371.137119771863 50 GTEX 1 50 100 0.5 0.002 5 7633 -44 2372.907666670655 2370.3544216373575 50 GTEX 1 50 100 0.5 0.002 5 7633 -45 2372.4943379851143 2370.1268825748575 50 GTEX 1 50 100 0.5 0.002 5 7633 -46 2371.939633516219 2370.0539629686014 50 GTEX 1 50 100 0.5 0.002 5 7633 -47 2371.549983815078 2369.901585800113 50 GTEX 1 50 100 0.5 0.002 5 7633 -48 2370.7276023735 2368.404845959333 50 GTEX 1 50 100 0.5 0.002 5 7633 -49 2369.9644659986666 2369.5414700236156 50 GTEX 1 50 100 0.5 0.002 5 7633 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index 3546f689c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4136.770245516705 3412.4078763664447 50 GTEX 1 50 100 0.0 0.002 5 4669 -1 2833.3578868433606 2651.7034939958116 50 GTEX 1 50 100 0.0 0.002 5 4669 -2 2622.647425117142 2584.7670192936075 50 GTEX 1 50 100 0.0 0.002 5 4669 -3 2562.200971755506 2576.674606033151 50 GTEX 1 50 100 0.0 0.002 5 4669 -4 2526.6267268816596 2549.16731523289 50 GTEX 1 50 100 0.0 0.002 5 4669 -5 2501.58379482883 2504.0268587177698 50 GTEX 1 50 100 0.0 0.002 5 4669 -6 2482.7156931231516 2484.294587690114 50 GTEX 1 50 100 0.0 0.002 5 4669 -7 2466.989487124683 2486.273099137803 50 GTEX 1 50 100 0.0 0.002 5 4669 -8 2456.7272318429727 2465.4977544632247 50 GTEX 1 50 100 0.0 0.002 5 4669 -9 2447.9578163063966 2456.9089118754455 50 GTEX 1 50 100 0.0 0.002 5 4669 -10 2439.9802797711786 2447.570476807569 50 GTEX 1 50 100 0.0 0.002 5 4669 -11 2434.8040182086047 2441.2430624145973 50 GTEX 1 50 100 0.0 0.002 5 4669 -12 2428.5265470629474 2442.5225101369415 50 GTEX 1 50 100 0.0 0.002 5 4669 -13 2424.8780024371254 2437.8264127666052 50 GTEX 1 50 100 0.0 0.002 5 4669 -14 2420.254111063018 2430.2971228537904 50 GTEX 1 50 100 0.0 0.002 5 4669 -15 2416.177373566773 2430.844195579848 50 GTEX 1 50 100 0.0 0.002 5 4669 -16 2413.3769711512277 2424.2141354637 50 GTEX 1 50 100 0.0 0.002 5 4669 -17 2408.5349106136364 2424.2433752487823 50 GTEX 1 50 100 0.0 0.002 5 4669 -18 2406.436450146314 2422.1605595925917 50 GTEX 1 50 100 0.0 0.002 5 4669 -19 2403.904130925394 2415.8771865902745 50 GTEX 1 50 100 0.0 0.002 5 4669 -20 2401.4473807194977 2417.621235314431 50 GTEX 1 50 100 0.0 0.002 5 4669 -21 2399.7408455131144 2413.729025256951 50 GTEX 1 50 100 0.0 0.002 5 4669 -22 2397.9781005059926 2412.414513649596 50 GTEX 1 50 100 0.0 0.002 5 4669 -23 2396.325723333974 2411.2619368984674 50 GTEX 1 50 100 0.0 0.002 5 4669 -24 2393.7177546891917 2406.6045613452056 50 GTEX 1 50 100 0.0 0.002 5 4669 -25 2392.015616283455 2404.4095821018 50 GTEX 1 50 100 0.0 0.002 5 4669 -26 2390.761767722541 2404.5251098168665 50 GTEX 1 50 100 0.0 0.002 5 4669 -27 2389.4502704088873 2404.5992069607 50 GTEX 1 50 100 0.0 0.002 5 4669 -28 2387.9132873464237 2402.8710287696053 50 GTEX 1 50 100 0.0 0.002 5 4669 -29 2386.847325201811 2404.7577530893536 50 GTEX 1 50 100 0.0 0.002 5 4669 -30 2385.689430405248 2398.86866951714 50 GTEX 1 50 100 0.0 0.002 5 4669 -31 2384.2638248787316 2398.9155282720412 50 GTEX 1 50 100 0.0 0.002 5 4669 -32 2383.0453862244344 2396.8954980654407 50 GTEX 1 50 100 0.0 0.002 5 4669 -33 2381.9181570067403 2397.927213603553 50 GTEX 1 50 100 0.0 0.002 5 4669 -34 2381.3989228155615 2395.617088172826 50 GTEX 1 50 100 0.0 0.002 5 4669 -35 2380.0440921527575 2397.674006356939 50 GTEX 1 50 100 0.0 0.002 5 4669 -36 2378.4805904979553 2393.060830468007 50 GTEX 1 50 100 0.0 0.002 5 4669 -37 2377.458234597401 2391.5515456979265 50 GTEX 1 50 100 0.0 0.002 5 4669 -38 2376.9217669457885 2394.0094370098623 50 GTEX 1 50 100 0.0 0.002 5 4669 -39 2376.2997013526015 2390.150130239276 50 GTEX 1 50 100 0.0 0.002 5 4669 -40 2375.53014186409 2390.006448840007 50 GTEX 1 50 100 0.0 0.002 5 4669 -41 2375.0395798707846 2387.5693823520674 50 GTEX 1 50 100 0.0 0.002 5 4669 -42 2373.2174116493065 2387.5042715326463 50 GTEX 1 50 100 0.0 0.002 5 4669 -43 2372.618501093643 2388.0861626106525 50 GTEX 1 50 100 0.0 0.002 5 4669 -44 2371.6240918030644 2385.083965809173 50 GTEX 1 50 100 0.0 0.002 5 4669 -45 2371.6054779823166 2385.7140268536123 50 GTEX 1 50 100 0.0 0.002 5 4669 -46 2369.6948314395563 2383.093560164419 50 GTEX 1 50 100 0.0 0.002 5 4669 -47 2369.412359060173 2383.2553019360444 50 GTEX 1 50 100 0.0 0.002 5 4669 -48 2369.2695373618967 2382.9981262439105 50 GTEX 1 50 100 0.0 0.002 5 4669 -49 2368.1385162408314 2383.015829224097 50 GTEX 1 50 100 0.0 0.002 5 4669 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index 4c9c56aae..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_5z_0.002lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4126.433336947175 3473.038201509773 50 GTEX 1 50 100 1.0 0.002 5 3263 -1 2843.882415123546 2680.848843534636 50 GTEX 1 50 100 1.0 0.002 5 3263 -2 2617.364539604473 2564.495359471542 50 GTEX 1 50 100 1.0 0.002 5 3263 -3 2554.3018140832132 2570.8268249279645 50 GTEX 1 50 100 1.0 0.002 5 3263 -4 2523.5905851978832 2504.728851202323 50 GTEX 1 50 100 1.0 0.002 5 3263 -5 2495.1841119718083 2496.706884115821 50 GTEX 1 50 100 1.0 0.002 5 3263 -6 2478.355430686034 2475.4869616838464 50 GTEX 1 50 100 1.0 0.002 5 3263 -7 2466.7477132221634 2474.8717226673893 50 GTEX 1 50 100 1.0 0.002 5 3263 -8 2458.506838619514 2476.2505620804122 50 GTEX 1 50 100 1.0 0.002 5 3263 -9 2448.720092528446 2449.5065425974335 50 GTEX 1 50 100 1.0 0.002 5 3263 -10 2441.059603786096 2441.6707921481407 50 GTEX 1 50 100 1.0 0.002 5 3263 -11 2437.2863123011184 2440.44927027017 50 GTEX 1 50 100 1.0 0.002 5 3263 -12 2429.255338961161 2436.090986476652 50 GTEX 1 50 100 1.0 0.002 5 3263 -13 2424.0876130623565 2435.0133585766694 50 GTEX 1 50 100 1.0 0.002 5 3263 -14 2420.2086852530915 2425.8454770860562 50 GTEX 1 50 100 1.0 0.002 5 3263 -15 2417.0294097516785 2421.706167474899 50 GTEX 1 50 100 1.0 0.002 5 3263 -16 2413.228748006026 2417.941384899299 50 GTEX 1 50 100 1.0 0.002 5 3263 -17 2410.794046016962 2416.669238188421 50 GTEX 1 50 100 1.0 0.002 5 3263 -18 2407.9576361214863 2413.1710033344225 50 GTEX 1 50 100 1.0 0.002 5 3263 -19 2405.1525072754785 2410.2840005272697 50 GTEX 1 50 100 1.0 0.002 5 3263 -20 2402.702773088838 2409.8893908366504 50 GTEX 1 50 100 1.0 0.002 5 3263 -21 2399.733727499967 2407.939623002317 50 GTEX 1 50 100 1.0 0.002 5 3263 -22 2397.849931526124 2402.2647403383435 50 GTEX 1 50 100 1.0 0.002 5 3263 -23 2396.3502396740405 2402.147579294647 50 GTEX 1 50 100 1.0 0.002 5 3263 -24 2394.36621552787 2401.6949546436845 50 GTEX 1 50 100 1.0 0.002 5 3263 -25 2393.0402199437026 2399.9320694956036 50 GTEX 1 50 100 1.0 0.002 5 3263 -26 2390.93024275423 2396.1946404170626 50 GTEX 1 50 100 1.0 0.002 5 3263 -27 2389.1033739424615 2392.8139671644785 50 GTEX 1 50 100 1.0 0.002 5 3263 -28 2387.783870920657 2394.1568450347554 50 GTEX 1 50 100 1.0 0.002 5 3263 -29 2386.7953620347325 2396.66071322481 50 GTEX 1 50 100 1.0 0.002 5 3263 -30 2384.863730590472 2391.6906042062737 50 GTEX 1 50 100 1.0 0.002 5 3263 -31 2383.6062929792715 2389.1888799050917 50 GTEX 1 50 100 1.0 0.002 5 3263 -32 2381.85808832965 2388.0684341024535 50 GTEX 1 50 100 1.0 0.002 5 3263 -33 2380.5271675881104 2386.0811930029113 50 GTEX 1 50 100 1.0 0.002 5 3263 -34 2378.8915696620084 2384.2878882114424 50 GTEX 1 50 100 1.0 0.002 5 3263 -35 2377.6535874565516 2383.916339598681 50 GTEX 1 50 100 1.0 0.002 5 3263 -36 2376.2468417739747 2383.3434891501306 50 GTEX 1 50 100 1.0 0.002 5 3263 -37 2375.6976072465127 2381.099109954254 50 GTEX 1 50 100 1.0 0.002 5 3263 -38 2374.4183360827415 2380.4678982926866 50 GTEX 1 50 100 1.0 0.002 5 3263 -39 2373.25593901018 2380.4763647739424 50 GTEX 1 50 100 1.0 0.002 5 3263 -40 2372.9838590991653 2377.989953102721 50 GTEX 1 50 100 1.0 0.002 5 3263 -41 2372.246561812992 2378.6837603782974 50 GTEX 1 50 100 1.0 0.002 5 3263 -42 2371.160187351045 2377.6158335870664 50 GTEX 1 50 100 1.0 0.002 5 3263 -43 2370.5605121119743 2376.957796162072 50 GTEX 1 50 100 1.0 0.002 5 3263 -44 2369.0270614680435 2378.488069599572 50 GTEX 1 50 100 1.0 0.002 5 3263 -45 2369.485887630016 2376.9279831570816 50 GTEX 1 50 100 1.0 0.002 5 3263 -46 2368.9285031330046 2373.876893250208 50 GTEX 1 50 100 1.0 0.002 5 3263 -47 2368.222415023486 2374.9501229057746 50 GTEX 1 50 100 1.0 0.002 5 3263 -48 2367.3997212820273 2373.7692258421457 50 GTEX 1 50 100 1.0 0.002 5 3263 -49 2366.3630310490553 2373.0600595220412 50 GTEX 1 50 100 1.0 0.002 5 3263 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 9258f4a6a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3965.771092672037 3980.1016794647103 100 GTEX 1 100 100 0.5 0.0005 75 4351 -1 2831.595934990254 2961.3316246583886 100 GTEX 1 100 100 0.5 0.0005 75 4351 -2 2615.0118585499713 2524.155397828541 100 GTEX 1 100 100 0.5 0.0005 75 4351 -3 2541.5948171062555 2598.4727620752137 100 GTEX 1 100 100 0.5 0.0005 75 4351 -4 2506.061613646004 2465.9349397724573 100 GTEX 1 100 100 0.5 0.0005 75 4351 -5 2474.614864643919 2455.8439904274596 100 GTEX 1 100 100 0.5 0.0005 75 4351 -6 2451.327141242482 2440.3829508154113 100 GTEX 1 100 100 0.5 0.0005 75 4351 -7 2433.834623416374 2412.8686226384266 100 GTEX 1 100 100 0.5 0.0005 75 4351 -8 2420.5888227537516 2395.299836249406 100 GTEX 1 100 100 0.5 0.0005 75 4351 -9 2409.7676044809436 2390.3694794513426 100 GTEX 1 100 100 0.5 0.0005 75 4351 -10 2400.2607044845745 2372.344026630822 100 GTEX 1 100 100 0.5 0.0005 75 4351 -11 2392.29656837361 2371.026675380228 100 GTEX 1 100 100 0.5 0.0005 75 4351 -12 2386.6665663404374 2359.1126110236455 100 GTEX 1 100 100 0.5 0.0005 75 4351 -13 2380.24225888283 2348.7759485281013 100 GTEX 1 100 100 0.5 0.0005 75 4351 -14 2377.062913339594 2349.694091796875 100 GTEX 1 100 100 0.5 0.0005 75 4351 -15 2370.9764178775617 2368.6556382560007 100 GTEX 1 100 100 0.5 0.0005 75 4351 -16 2365.5603171244106 2352.4239107429303 100 GTEX 1 100 100 0.5 0.0005 75 4351 -17 2363.093547636898 2351.0054527833886 100 GTEX 1 100 100 0.5 0.0005 75 4351 -18 2357.9846442587163 2345.5480706392586 100 GTEX 1 100 100 0.5 0.0005 75 4351 -19 2355.682223421449 2328.5169134683933 100 GTEX 1 100 100 0.5 0.0005 75 4351 -20 2352.688965901082 2340.0164326134745 100 GTEX 1 100 100 0.5 0.0005 75 4351 -21 2349.7679252910602 2324.1633013010933 100 GTEX 1 100 100 0.5 0.0005 75 4351 -22 2347.3017792428222 2322.035026289211 100 GTEX 1 100 100 0.5 0.0005 75 4351 -23 2344.5361287894793 2320.6061491875594 100 GTEX 1 100 100 0.5 0.0005 75 4351 -24 2342.182127204203 2315.288277165518 100 GTEX 1 100 100 0.5 0.0005 75 4351 -25 2339.395346195378 2315.7012656324264 100 GTEX 1 100 100 0.5 0.0005 75 4351 -26 2337.0303041517163 2311.5274811371196 100 GTEX 1 100 100 0.5 0.0005 75 4351 -27 2334.4673635020004 2312.4468469656013 100 GTEX 1 100 100 0.5 0.0005 75 4351 -28 2331.991443627989 2311.685515313094 100 GTEX 1 100 100 0.5 0.0005 75 4351 -29 2330.403026812505 2309.5491483855158 100 GTEX 1 100 100 0.5 0.0005 75 4351 -30 2329.1396560967128 2302.8968705442016 100 GTEX 1 100 100 0.5 0.0005 75 4351 -31 2328.210403547149 2305.245040139318 100 GTEX 1 100 100 0.5 0.0005 75 4351 -32 2325.664486851324 2301.526424741564 100 GTEX 1 100 100 0.5 0.0005 75 4351 -33 2323.7893250536818 2298.70426679836 100 GTEX 1 100 100 0.5 0.0005 75 4351 -34 2321.6964829669428 2300.7390786522697 100 GTEX 1 100 100 0.5 0.0005 75 4351 -35 2319.8987678003195 2295.7198880851947 100 GTEX 1 100 100 0.5 0.0005 75 4351 -36 2318.596717545157 2296.3337820074858 100 GTEX 1 100 100 0.5 0.0005 75 4351 -37 2317.561596857629 2294.147762632189 100 GTEX 1 100 100 0.5 0.0005 75 4351 -38 2316.088983287753 2292.530429390447 100 GTEX 1 100 100 0.5 0.0005 75 4351 -39 2315.207393889217 2299.711717264734 100 GTEX 1 100 100 0.5 0.0005 75 4351 -40 2312.9173996730833 2290.585383310064 100 GTEX 1 100 100 0.5 0.0005 75 4351 -41 2311.5137219048734 2289.27642195669 100 GTEX 1 100 100 0.5 0.0005 75 4351 -42 2310.1918522121664 2288.3528444703543 100 GTEX 1 100 100 0.5 0.0005 75 4351 -43 2309.989140268086 2287.0041457491684 100 GTEX 1 100 100 0.5 0.0005 75 4351 -44 2308.0827731362892 2287.293419899596 100 GTEX 1 100 100 0.5 0.0005 75 4351 -45 2306.937261842329 2285.0969674578187 100 GTEX 1 100 100 0.5 0.0005 75 4351 -46 2306.4673007841384 2281.7544140253685 100 GTEX 1 100 100 0.5 0.0005 75 4351 -47 2305.2536448568053 2284.3490301211978 100 GTEX 1 100 100 0.5 0.0005 75 4351 -48 2304.3207920131276 2286.5354282393655 100 GTEX 1 100 100 0.5 0.0005 75 4351 -49 2302.65707224355 2283.1393226072364 100 GTEX 1 100 100 0.5 0.0005 75 4351 -50 2301.6544538243866 2279.8210625594106 100 GTEX 1 100 100 0.5 0.0005 75 4351 -51 2300.627884634825 2278.1015931336146 100 GTEX 1 100 100 0.5 0.0005 75 4351 -52 2300.208907267102 2277.65830616534 100 GTEX 1 100 100 0.5 0.0005 75 4351 -53 2299.0452228278987 2281.0295205932152 100 GTEX 1 100 100 0.5 0.0005 75 4351 -54 2298.493953167706 2276.3690088076282 100 GTEX 1 100 100 0.5 0.0005 75 4351 -55 2297.4221234215315 2277.1752103508197 100 GTEX 1 100 100 0.5 0.0005 75 4351 -56 2296.690086647615 2275.480579216671 100 GTEX 1 100 100 0.5 0.0005 75 4351 -57 2295.7759977143055 2275.505648652864 100 GTEX 1 100 100 0.5 0.0005 75 4351 -58 2294.8050982865234 2272.172829283508 100 GTEX 1 100 100 0.5 0.0005 75 4351 -59 2293.9941730154746 2272.934868294023 100 GTEX 1 100 100 0.5 0.0005 75 4351 -60 2292.898091778101 2272.223711717265 100 GTEX 1 100 100 0.5 0.0005 75 4351 -61 2292.6612593829223 2271.2932825124763 100 GTEX 1 100 100 0.5 0.0005 75 4351 -62 2292.011795909475 2272.609576439223 100 GTEX 1 100 100 0.5 0.0005 75 4351 -63 2291.067152675082 2270.56011336294 100 GTEX 1 100 100 0.5 0.0005 75 4351 -64 2290.6055486172772 2268.536555185064 100 GTEX 1 100 100 0.5 0.0005 75 4351 -65 2289.6068895468306 2269.8733949842563 100 GTEX 1 100 100 0.5 0.0005 75 4351 -66 2288.8935272226468 2267.5161197792895 100 GTEX 1 100 100 0.5 0.0005 75 4351 -67 2288.4074166760192 2267.5871934781962 100 GTEX 1 100 100 0.5 0.0005 75 4351 -68 2288.004532319711 2265.7942507203543 100 GTEX 1 100 100 0.5 0.0005 75 4351 -69 2287.541278333413 2265.24882385486 100 GTEX 1 100 100 0.5 0.0005 75 4351 -70 2286.246242343882 2270.997218839116 100 GTEX 1 100 100 0.5 0.0005 75 4351 -71 2286.0186288554983 2265.968702657141 100 GTEX 1 100 100 0.5 0.0005 75 4351 -72 2285.1681429519563 2265.7246474349454 100 GTEX 1 100 100 0.5 0.0005 75 4351 -73 2285.3888797310724 2264.094382166409 100 GTEX 1 100 100 0.5 0.0005 75 4351 -74 2284.2257584116205 2265.002297521091 100 GTEX 1 100 100 0.5 0.0005 75 4351 -75 2284.1543268155583 2266.5526610399834 100 GTEX 1 100 100 0.5 0.0005 75 4351 -76 2283.6821113184283 2262.7593404675617 100 GTEX 1 100 100 0.5 0.0005 75 4351 -77 2282.8990464202957 2262.1977576194154 100 GTEX 1 100 100 0.5 0.0005 75 4351 -78 2283.038069200702 2260.232817327115 100 GTEX 1 100 100 0.5 0.0005 75 4351 -79 2282.5306878860038 2260.778116088403 100 GTEX 1 100 100 0.5 0.0005 75 4351 -80 2281.568401410409 2260.112453214116 100 GTEX 1 100 100 0.5 0.0005 75 4351 -81 2280.9881510175974 2263.3972650680253 100 GTEX 1 100 100 0.5 0.0005 75 4351 -82 2280.7670001768065 2259.661563539686 100 GTEX 1 100 100 0.5 0.0005 75 4351 -83 2279.6384316542412 2259.355734241326 100 GTEX 1 100 100 0.5 0.0005 75 4351 -84 2279.851279418597 2259.9828386778163 100 GTEX 1 100 100 0.5 0.0005 75 4351 -85 2279.668954647971 2258.285870106048 100 GTEX 1 100 100 0.5 0.0005 75 4351 -86 2279.3003944468696 2258.5743097225522 100 GTEX 1 100 100 0.5 0.0005 75 4351 -87 2278.480960125881 2257.4158420345175 100 GTEX 1 100 100 0.5 0.0005 75 4351 -88 2278.2017519120695 2257.151524068738 100 GTEX 1 100 100 0.5 0.0005 75 4351 -89 2277.998505447789 2260.7154183623456 100 GTEX 1 100 100 0.5 0.0005 75 4351 -90 2277.9410934859247 2259.775490880466 100 GTEX 1 100 100 0.5 0.0005 75 4351 -91 2277.0925704296833 2257.046673560777 100 GTEX 1 100 100 0.5 0.0005 75 4351 -92 2277.1587898413154 2256.989870484791 100 GTEX 1 100 100 0.5 0.0005 75 4351 -93 2276.6131120768196 2256.5204511867278 100 GTEX 1 100 100 0.5 0.0005 75 4351 -94 2276.287032911817 2256.1863971898765 100 GTEX 1 100 100 0.5 0.0005 75 4351 -95 2275.864291905022 2256.2329092279588 100 GTEX 1 100 100 0.5 0.0005 75 4351 -96 2275.5204690522423 2256.303045352602 100 GTEX 1 100 100 0.5 0.0005 75 4351 -97 2275.1947694695637 2255.0085718423243 100 GTEX 1 100 100 0.5 0.0005 75 4351 -98 2274.8801465266683 2254.8477509357176 100 GTEX 1 100 100 0.5 0.0005 75 4351 -99 2274.6954886618896 2255.707585439936 100 GTEX 1 100 100 0.5 0.0005 75 4351 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index d1dfee467..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3990.5067193730524 3685.9508358335315 100 GTEX 1 100 100 0.0 0.0005 75 2830 -1 2838.884315846122 3180.415285987999 100 GTEX 1 100 100 0.0 0.0005 75 2830 -2 2623.54450644653 2790.891609917122 100 GTEX 1 100 100 0.0 0.0005 75 2830 -3 2544.451437961719 2585.972311853909 100 GTEX 1 100 100 0.0 0.0005 75 2830 -4 2501.141732723292 2473.448133577412 100 GTEX 1 100 100 0.0 0.0005 75 2830 -5 2473.131186864363 2469.8149803944866 100 GTEX 1 100 100 0.0 0.0005 75 2830 -6 2450.5000356656265 2461.431454038439 100 GTEX 1 100 100 0.0 0.0005 75 2830 -7 2432.9089085977935 2445.71454112702 100 GTEX 1 100 100 0.0 0.0005 75 2830 -8 2420.5944852070434 2409.2987566465663 100 GTEX 1 100 100 0.0 0.0005 75 2830 -9 2409.2611948289123 2398.269563740197 100 GTEX 1 100 100 0.0 0.0005 75 2830 -10 2402.1117860272857 2396.2461587303947 100 GTEX 1 100 100 0.0 0.0005 75 2830 -11 2392.3455527774936 2386.7316161181084 100 GTEX 1 100 100 0.0 0.0005 75 2830 -12 2387.151187982556 2373.84706492841 100 GTEX 1 100 100 0.0 0.0005 75 2830 -13 2379.2635573994285 2371.9999155254873 100 GTEX 1 100 100 0.0 0.0005 75 2830 -14 2373.2282279532274 2374.468437165815 100 GTEX 1 100 100 0.0 0.0005 75 2830 -15 2369.169060639095 2363.3258785349335 100 GTEX 1 100 100 0.0 0.0005 75 2830 -16 2366.072501668006 2361.3005009060125 100 GTEX 1 100 100 0.0 0.0005 75 2830 -17 2361.01300376988 2387.918211034042 100 GTEX 1 100 100 0.0 0.0005 75 2830 -18 2357.443907382635 2368.923617402864 100 GTEX 1 100 100 0.0 0.0005 75 2830 -19 2353.0674338481285 2347.249548850404 100 GTEX 1 100 100 0.0 0.0005 75 2830 -20 2351.0834729613807 2346.1523818099454 100 GTEX 1 100 100 0.0 0.0005 75 2830 -21 2348.4582267834567 2345.7085230141993 100 GTEX 1 100 100 0.0 0.0005 75 2830 -22 2345.4427029779017 2341.510272472077 100 GTEX 1 100 100 0.0 0.0005 75 2830 -23 2343.1051723616824 2335.815382344641 100 GTEX 1 100 100 0.0 0.0005 75 2830 -24 2340.1296877991476 2334.3301375356464 100 GTEX 1 100 100 0.0 0.0005 75 2830 -25 2337.599015360512 2332.958896187322 100 GTEX 1 100 100 0.0 0.0005 75 2830 -26 2334.6999487219587 2340.5448541097317 100 GTEX 1 100 100 0.0 0.0005 75 2830 -27 2332.4391082025472 2327.836647642883 100 GTEX 1 100 100 0.0 0.0005 75 2830 -28 2330.6273933363095 2325.7370169171813 100 GTEX 1 100 100 0.0 0.0005 75 2830 -29 2329.4763660166977 2328.453273526616 100 GTEX 1 100 100 0.0 0.0005 75 2830 -30 2328.5723820605044 2330.096849564817 100 GTEX 1 100 100 0.0 0.0005 75 2830 -31 2324.3164972579502 2322.718383324917 100 GTEX 1 100 100 0.0 0.0005 75 2830 -32 2324.2749281323445 2321.1715463848623 100 GTEX 1 100 100 0.0 0.0005 75 2830 -33 2321.888263099987 2321.1273142303353 100 GTEX 1 100 100 0.0 0.0005 75 2830 -34 2320.758774620887 2318.667580724216 100 GTEX 1 100 100 0.0 0.0005 75 2830 -35 2318.7227825367477 2316.6730752807152 100 GTEX 1 100 100 0.0 0.0005 75 2830 -36 2317.2409838689246 2313.4650925320816 100 GTEX 1 100 100 0.0 0.0005 75 2830 -37 2315.9278237840576 2313.5139123024596 100 GTEX 1 100 100 0.0 0.0005 75 2830 -38 2314.313114361689 2313.572676858068 100 GTEX 1 100 100 0.0 0.0005 75 2830 -39 2313.4105481850606 2315.2377549088046 100 GTEX 1 100 100 0.0 0.0005 75 2830 -40 2312.3324525840585 2312.640229547885 100 GTEX 1 100 100 0.0 0.0005 75 2830 -41 2309.822513582337 2308.065586568738 100 GTEX 1 100 100 0.0 0.0005 75 2830 -42 2309.0816039329875 2305.3394120945222 100 GTEX 1 100 100 0.0 0.0005 75 2830 -43 2307.9658907411517 2306.3525539151615 100 GTEX 1 100 100 0.0 0.0005 75 2830 -44 2305.818806884482 2303.039394828303 100 GTEX 1 100 100 0.0 0.0005 75 2830 -45 2305.4214087679984 2303.1080716789447 100 GTEX 1 100 100 0.0 0.0005 75 2830 -46 2303.9180371413527 2303.03264615019 100 GTEX 1 100 100 0.0 0.0005 75 2830 -47 2303.0829518770383 2299.7785598116684 100 GTEX 1 100 100 0.0 0.0005 75 2830 -48 2302.4940660185957 2298.56527837601 100 GTEX 1 100 100 0.0 0.0005 75 2830 -49 2301.08805577516 2299.473009929004 100 GTEX 1 100 100 0.0 0.0005 75 2830 -50 2300.045637070094 2295.546384862167 100 GTEX 1 100 100 0.0 0.0005 75 2830 -51 2299.021448322545 2295.7939063242634 100 GTEX 1 100 100 0.0 0.0005 75 2830 -52 2298.3354092464283 2294.062590044261 100 GTEX 1 100 100 0.0 0.0005 75 2830 -53 2297.2907853844276 2294.5562173241447 100 GTEX 1 100 100 0.0 0.0005 75 2830 -54 2297.1527836518467 2293.6606268937144 100 GTEX 1 100 100 0.0 0.0005 75 2830 -55 2295.5233022903985 2293.2878557212453 100 GTEX 1 100 100 0.0 0.0005 75 2830 -56 2294.4450068019996 2290.8520786299905 100 GTEX 1 100 100 0.0 0.0005 75 2830 -57 2293.2299591157935 2290.7409946456155 100 GTEX 1 100 100 0.0 0.0005 75 2830 -58 2292.9926273502692 2290.862681573788 100 GTEX 1 100 100 0.0 0.0005 75 2830 -59 2292.0494957659253 2290.2732444153994 100 GTEX 1 100 100 0.0 0.0005 75 2830 -60 2291.3286324679643 2287.8193396506654 100 GTEX 1 100 100 0.0 0.0005 75 2830 -61 2290.8902462429114 2289.2395502242753 100 GTEX 1 100 100 0.0 0.0005 75 2830 -62 2290.0032278810195 2287.6745243435125 100 GTEX 1 100 100 0.0 0.0005 75 2830 -63 2289.1080903927377 2285.5281671444272 100 GTEX 1 100 100 0.0 0.0005 75 2830 -64 2288.781846103364 2291.2839736068204 100 GTEX 1 100 100 0.0 0.0005 75 2830 -65 2288.3746243375426 2285.5187941866684 100 GTEX 1 100 100 0.0 0.0005 75 2830 -66 2287.6535687598202 2284.680045820461 100 GTEX 1 100 100 0.0 0.0005 75 2830 -67 2287.244262295589 2286.309280685599 100 GTEX 1 100 100 0.0 0.0005 75 2830 -68 2285.797331432336 2283.3453308801686 100 GTEX 1 100 100 0.0 0.0005 75 2830 -69 2285.568769207345 2287.1271703451757 100 GTEX 1 100 100 0.0 0.0005 75 2830 -70 2284.9076381484697 2280.931674043489 100 GTEX 1 100 100 0.0 0.0005 75 2830 -71 2283.821822009596 2282.5963872757247 100 GTEX 1 100 100 0.0 0.0005 75 2830 -72 2283.7481506483045 2281.332755317253 100 GTEX 1 100 100 0.0 0.0005 75 2830 -73 2282.9354805725234 2280.934458917538 100 GTEX 1 100 100 0.0 0.0005 75 2830 -74 2282.5484016590112 2279.0899802088284 100 GTEX 1 100 100 0.0 0.0005 75 2830 -75 2282.182836261611 2280.0009709927517 100 GTEX 1 100 100 0.0 0.0005 75 2830 -76 2281.899963540085 2279.2108001128804 100 GTEX 1 100 100 0.0 0.0005 75 2830 -77 2280.881803933854 2278.796960402804 100 GTEX 1 100 100 0.0 0.0005 75 2830 -78 2280.4732224128056 2278.6379747281962 100 GTEX 1 100 100 0.0 0.0005 75 2830 -79 2280.475537351788 2279.3866927578424 100 GTEX 1 100 100 0.0 0.0005 75 2830 -80 2279.5934926040372 2276.9708850701045 100 GTEX 1 100 100 0.0 0.0005 75 2830 -81 2279.2924685544194 2275.774358365019 100 GTEX 1 100 100 0.0 0.0005 75 2830 -82 2278.617483810952 2276.5954738370365 100 GTEX 1 100 100 0.0 0.0005 75 2830 -83 2278.4777071783483 2277.577835373099 100 GTEX 1 100 100 0.0 0.0005 75 2830 -84 2277.913049885045 2277.004025999584 100 GTEX 1 100 100 0.0 0.0005 75 2830 -85 2278.0131659543513 2275.7917675409935 100 GTEX 1 100 100 0.0 0.0005 75 2830 -86 2277.567684023285 2274.1654103790397 100 GTEX 1 100 100 0.0 0.0005 75 2830 -87 2277.1525330124955 2274.950211093453 100 GTEX 1 100 100 0.0 0.0005 75 2830 -88 2276.374823786533 2274.45647427519 100 GTEX 1 100 100 0.0 0.0005 75 2830 -89 2276.064043086346 2273.6654920686788 100 GTEX 1 100 100 0.0 0.0005 75 2830 -90 2276.0011320419367 2273.7439104087453 100 GTEX 1 100 100 0.0 0.0005 75 2830 -91 2275.1777378306715 2273.250878163617 100 GTEX 1 100 100 0.0 0.0005 75 2830 -92 2274.7102566811027 2271.8410635248338 100 GTEX 1 100 100 0.0 0.0005 75 2830 -93 2274.5439429399494 2271.4779224468275 100 GTEX 1 100 100 0.0 0.0005 75 2830 -94 2274.439096004542 2272.8272746851235 100 GTEX 1 100 100 0.0 0.0005 75 2830 -95 2274.1124907264216 2271.5190624628685 100 GTEX 1 100 100 0.0 0.0005 75 2830 -96 2273.881566369321 2271.47258755644 100 GTEX 1 100 100 0.0 0.0005 75 2830 -97 2273.703592624586 2270.0346800365373 100 GTEX 1 100 100 0.0 0.0005 75 2830 -98 2272.873948702153 2273.431995232296 100 GTEX 1 100 100 0.0 0.0005 75 2830 -99 2272.814771356257 2268.90469604028 100 GTEX 1 100 100 0.0 0.0005 75 2830 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index afc59f21e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3965.1104431377994 3547.2275353493346 100 GTEX 1 100 100 1.0 0.0005 75 5037 -1 2819.675896267132 2997.3042354221125 100 GTEX 1 100 100 1.0 0.0005 75 5037 -2 2609.507617409282 2610.7523782824383 100 GTEX 1 100 100 1.0 0.0005 75 5037 -3 2540.7620233648795 2515.168379983068 100 GTEX 1 100 100 1.0 0.0005 75 5037 -4 2500.3536189083216 2568.50123091433 100 GTEX 1 100 100 1.0 0.0005 75 5037 -5 2471.4214026045242 2474.9548692594462 100 GTEX 1 100 100 1.0 0.0005 75 5037 -6 2453.8702505661113 2442.8006215838877 100 GTEX 1 100 100 1.0 0.0005 75 5037 -7 2433.5738482968386 2428.043935101295 100 GTEX 1 100 100 1.0 0.0005 75 5037 -8 2418.6215567326385 2425.60595703125 100 GTEX 1 100 100 1.0 0.0005 75 5037 -9 2408.5445930446303 2427.7602186311788 100 GTEX 1 100 100 1.0 0.0005 75 5037 -10 2399.213874640404 2397.6800792389495 100 GTEX 1 100 100 1.0 0.0005 75 5037 -11 2389.0300581543124 2393.6762500371315 100 GTEX 1 100 100 1.0 0.0005 75 5037 -12 2383.913479935648 2383.050748759803 100 GTEX 1 100 100 1.0 0.0005 75 5037 -13 2378.772691203861 2384.365494296578 100 GTEX 1 100 100 1.0 0.0005 75 5037 -14 2372.9067391838507 2370.82805630644 100 GTEX 1 100 100 1.0 0.0005 75 5037 -15 2370.164193351329 2385.4781238860505 100 GTEX 1 100 100 1.0 0.0005 75 5037 -16 2364.4930909518343 2368.13934581452 100 GTEX 1 100 100 1.0 0.0005 75 5037 -17 2359.3239079200694 2375.4248455323195 100 GTEX 1 100 100 1.0 0.0005 75 5037 -18 2357.2575597459845 2357.713933096186 100 GTEX 1 100 100 1.0 0.0005 75 5037 -19 2354.4297062225196 2356.476775078719 100 GTEX 1 100 100 1.0 0.0005 75 5037 -20 2348.797189440334 2347.365567631595 100 GTEX 1 100 100 1.0 0.0005 75 5037 -21 2346.7175631830883 2349.065074151913 100 GTEX 1 100 100 1.0 0.0005 75 5037 -22 2344.578738407511 2350.6252534235387 100 GTEX 1 100 100 1.0 0.0005 75 5037 -23 2341.886094588645 2345.5410657527327 100 GTEX 1 100 100 1.0 0.0005 75 5037 -24 2338.369023338472 2340.7968675736693 100 GTEX 1 100 100 1.0 0.0005 75 5037 -25 2335.6693130320705 2338.3507112568323 100 GTEX 1 100 100 1.0 0.0005 75 5037 -26 2333.4772358659934 2335.0553577263545 100 GTEX 1 100 100 1.0 0.0005 75 5037 -27 2332.2769853401123 2333.3987549756416 100 GTEX 1 100 100 1.0 0.0005 75 5037 -28 2330.116137929989 2332.3828616994415 100 GTEX 1 100 100 1.0 0.0005 75 5037 -29 2328.1328283341973 2335.028184781963 100 GTEX 1 100 100 1.0 0.0005 75 5037 -30 2326.7458453800455 2338.9779140922055 100 GTEX 1 100 100 1.0 0.0005 75 5037 -31 2324.45997837059 2327.4327898496913 100 GTEX 1 100 100 1.0 0.0005 75 5037 -32 2322.9739893656088 2323.1060192267705 100 GTEX 1 100 100 1.0 0.0005 75 5037 -33 2321.684085100093 2325.1061417612286 100 GTEX 1 100 100 1.0 0.0005 75 5037 -34 2319.0732609873853 2323.4349852587334 100 GTEX 1 100 100 1.0 0.0005 75 5037 -35 2317.2733161388737 2325.2484219047055 100 GTEX 1 100 100 1.0 0.0005 75 5037 -36 2315.5168559669855 2317.797867343453 100 GTEX 1 100 100 1.0 0.0005 75 5037 -37 2314.359559027411 2319.2877703184413 100 GTEX 1 100 100 1.0 0.0005 75 5037 -38 2313.1653960798035 2318.016017667241 100 GTEX 1 100 100 1.0 0.0005 75 5037 -39 2311.6062847269213 2319.5785380896505 100 GTEX 1 100 100 1.0 0.0005 75 5037 -40 2311.2237359668784 2314.3336241979564 100 GTEX 1 100 100 1.0 0.0005 75 5037 -41 2308.614932854752 2315.4135593660885 100 GTEX 1 100 100 1.0 0.0005 75 5037 -42 2308.528405982211 2312.7512773288972 100 GTEX 1 100 100 1.0 0.0005 75 5037 -43 2307.060813735377 2309.6701400234674 100 GTEX 1 100 100 1.0 0.0005 75 5037 -44 2305.2202085255444 2309.6272817401377 100 GTEX 1 100 100 1.0 0.0005 75 5037 -45 2303.920227908252 2306.562134253208 100 GTEX 1 100 100 1.0 0.0005 75 5037 -46 2303.6011054229493 2307.950476584779 100 GTEX 1 100 100 1.0 0.0005 75 5037 -47 2301.887925449918 2308.7927626693204 100 GTEX 1 100 100 1.0 0.0005 75 5037 -48 2301.336990525683 2304.499190529943 100 GTEX 1 100 100 1.0 0.0005 75 5037 -49 2299.74859717782 2305.600896915102 100 GTEX 1 100 100 1.0 0.0005 75 5037 -50 2299.051758199329 2302.5038013530775 100 GTEX 1 100 100 1.0 0.0005 75 5037 -51 2297.918837877215 2309.0832213195104 100 GTEX 1 100 100 1.0 0.0005 75 5037 -52 2296.817905212061 2301.519387364841 100 GTEX 1 100 100 1.0 0.0005 75 5037 -53 2296.4792013695187 2300.280340274477 100 GTEX 1 100 100 1.0 0.0005 75 5037 -54 2295.282813897742 2299.566403465126 100 GTEX 1 100 100 1.0 0.0005 75 5037 -55 2294.5648076150214 2299.685737174727 100 GTEX 1 100 100 1.0 0.0005 75 5037 -56 2293.401172535188 2298.4391282230276 100 GTEX 1 100 100 1.0 0.0005 75 5037 -57 2292.589847257249 2296.3836284680965 100 GTEX 1 100 100 1.0 0.0005 75 5037 -58 2292.4074428772315 2303.5723714502137 100 GTEX 1 100 100 1.0 0.0005 75 5037 -59 2291.4203965914494 2294.537487189579 100 GTEX 1 100 100 1.0 0.0005 75 5037 -60 2290.748040685737 2295.7482446010576 100 GTEX 1 100 100 1.0 0.0005 75 5037 -61 2289.8107739435754 2294.616975849572 100 GTEX 1 100 100 1.0 0.0005 75 5037 -62 2289.017874049123 2294.8692715140805 100 GTEX 1 100 100 1.0 0.0005 75 5037 -63 2288.4282082662144 2294.972521647754 100 GTEX 1 100 100 1.0 0.0005 75 5037 -64 2287.8267184126853 2292.6359510530538 100 GTEX 1 100 100 1.0 0.0005 75 5037 -65 2287.381077262836 2291.34110901111 100 GTEX 1 100 100 1.0 0.0005 75 5037 -66 2286.6824840151976 2291.2609789017943 100 GTEX 1 100 100 1.0 0.0005 75 5037 -67 2286.129417740985 2289.801791230989 100 GTEX 1 100 100 1.0 0.0005 75 5037 -68 2285.773740541775 2289.321475649061 100 GTEX 1 100 100 1.0 0.0005 75 5037 -69 2284.8192647867677 2288.9346640699264 100 GTEX 1 100 100 1.0 0.0005 75 5037 -70 2284.2140173544863 2289.435692616742 100 GTEX 1 100 100 1.0 0.0005 75 5037 -71 2283.343719595247 2288.6624955442016 100 GTEX 1 100 100 1.0 0.0005 75 5037 -72 2282.89268143411 2287.8027390164566 100 GTEX 1 100 100 1.0 0.0005 75 5037 -73 2282.5556296089376 2287.95127491534 100 GTEX 1 100 100 1.0 0.0005 75 5037 -74 2282.1129779245503 2287.0908156710434 100 GTEX 1 100 100 1.0 0.0005 75 5037 -75 2281.3659704588554 2285.2923987791114 100 GTEX 1 100 100 1.0 0.0005 75 5037 -76 2280.9939201583047 2285.640327946768 100 GTEX 1 100 100 1.0 0.0005 75 5037 -77 2280.411082060546 2288.0701036344462 100 GTEX 1 100 100 1.0 0.0005 75 5037 -78 2279.747557201166 2284.156756847077 100 GTEX 1 100 100 1.0 0.0005 75 5037 -79 2279.37199709868 2283.7167448906844 100 GTEX 1 100 100 1.0 0.0005 75 5037 -80 2279.0561123198513 2287.7950499792064 100 GTEX 1 100 100 1.0 0.0005 75 5037 -81 2279.0807051488887 2284.9086087883197 100 GTEX 1 100 100 1.0 0.0005 75 5037 -82 2278.3470613587 2289.629858676925 100 GTEX 1 100 100 1.0 0.0005 75 5037 -83 2277.664022991873 2281.65726090928 100 GTEX 1 100 100 1.0 0.0005 75 5037 -84 2277.244887669008 2282.5576227572483 100 GTEX 1 100 100 1.0 0.0005 75 5037 -85 2276.6162983092586 2281.997037822303 100 GTEX 1 100 100 1.0 0.0005 75 5037 -86 2276.454625793051 2283.969981842621 100 GTEX 1 100 100 1.0 0.0005 75 5037 -87 2276.407718583096 2281.247036894011 100 GTEX 1 100 100 1.0 0.0005 75 5037 -88 2275.786166337673 2280.310824434114 100 GTEX 1 100 100 1.0 0.0005 75 5037 -89 2274.812367601355 2280.9875349037547 100 GTEX 1 100 100 1.0 0.0005 75 5037 -90 2275.076337644086 2279.837057947659 100 GTEX 1 100 100 1.0 0.0005 75 5037 -91 2274.412339331898 2281.067639949204 100 GTEX 1 100 100 1.0 0.0005 75 5037 -92 2274.3459592573213 2279.481708018952 100 GTEX 1 100 100 1.0 0.0005 75 5037 -93 2274.021629229536 2278.857631668845 100 GTEX 1 100 100 1.0 0.0005 75 5037 -94 2273.672870156077 2279.062407170865 100 GTEX 1 100 100 1.0 0.0005 75 5037 -95 2273.1608191716127 2278.4767444451045 100 GTEX 1 100 100 1.0 0.0005 75 5037 -96 2273.335122142005 2279.3743093512358 100 GTEX 1 100 100 1.0 0.0005 75 5037 -97 2272.558278664951 2277.3503780002375 100 GTEX 1 100 100 1.0 0.0005 75 5037 -98 2272.4567896882345 2277.758640535884 100 GTEX 1 100 100 1.0 0.0005 75 5037 -99 2271.9530574338823 2277.455223866742 100 GTEX 1 100 100 1.0 0.0005 75 5037 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index d31e6b667..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3988.069157145174 3606.5083212036598 100 GTEX 1 50 100 0.5 0.0005 75 3870 -1 2849.1087186802674 2723.5668082001544 100 GTEX 1 50 100 0.5 0.0005 75 3870 -2 2622.332680864698 2647.1818903353733 100 GTEX 1 50 100 0.5 0.0005 75 3870 -3 2546.7948895103136 2497.8356970725404 100 GTEX 1 50 100 0.5 0.0005 75 3870 -4 2506.8320153126488 2458.7290874524715 100 GTEX 1 50 100 0.5 0.0005 75 3870 -5 2474.9758136507903 2458.7557062069272 100 GTEX 1 50 100 0.5 0.0005 75 3870 -6 2452.2171572190323 2427.484376856583 100 GTEX 1 50 100 0.5 0.0005 75 3870 -7 2436.2693428127395 2425.5308805400427 100 GTEX 1 50 100 0.5 0.0005 75 3870 -8 2422.8441921970316 2443.213488444629 100 GTEX 1 50 100 0.5 0.0005 75 3870 -9 2412.7336413918497 2378.618747957759 100 GTEX 1 50 100 0.5 0.0005 75 3870 -10 2404.097217199177 2372.371983053113 100 GTEX 1 50 100 0.5 0.0005 75 3870 -11 2396.083166206048 2393.3774906056915 100 GTEX 1 50 100 0.5 0.0005 75 3870 -12 2389.101063671215 2374.547527588819 100 GTEX 1 50 100 0.5 0.0005 75 3870 -13 2380.9279933698554 2361.9047350285173 100 GTEX 1 50 100 0.5 0.0005 75 3870 -14 2375.9705476455633 2347.988568092027 100 GTEX 1 50 100 0.5 0.0005 75 3870 -15 2371.562648207053 2348.9040991489424 100 GTEX 1 50 100 0.5 0.0005 75 3870 -16 2368.3382819153458 2344.4866335328543 100 GTEX 1 50 100 0.5 0.0005 75 3870 -17 2364.3040702241997 2342.7399085447364 100 GTEX 1 50 100 0.5 0.0005 75 3870 -18 2359.1665623947824 2332.8578683831392 100 GTEX 1 50 100 0.5 0.0005 75 3870 -19 2356.574714896771 2330.5134017422174 100 GTEX 1 50 100 0.5 0.0005 75 3870 -20 2353.5207982436523 2320.610398905359 100 GTEX 1 50 100 0.5 0.0005 75 3870 -21 2349.679352789831 2323.567737419796 100 GTEX 1 50 100 0.5 0.0005 75 3870 -22 2347.130443920741 2317.532483699204 100 GTEX 1 50 100 0.5 0.0005 75 3870 -23 2343.8601057971937 2321.8371099319747 100 GTEX 1 50 100 0.5 0.0005 75 3870 -24 2341.8077544859775 2316.197963700095 100 GTEX 1 50 100 0.5 0.0005 75 3870 -25 2340.1567918183723 2318.3908654274596 100 GTEX 1 50 100 0.5 0.0005 75 3870 -26 2338.5469473627963 2323.6185103151734 100 GTEX 1 50 100 0.5 0.0005 75 3870 -27 2335.652882344798 2309.830603537904 100 GTEX 1 50 100 0.5 0.0005 75 3870 -28 2333.2469612009563 2309.858242484553 100 GTEX 1 50 100 0.5 0.0005 75 3870 -29 2331.928748537271 2311.303555912845 100 GTEX 1 50 100 0.5 0.0005 75 3870 -30 2330.0287679767134 2304.223698721186 100 GTEX 1 50 100 0.5 0.0005 75 3870 -31 2327.8861628768436 2303.010333739306 100 GTEX 1 50 100 0.5 0.0005 75 3870 -32 2325.6159068383927 2300.8406021640326 100 GTEX 1 50 100 0.5 0.0005 75 3870 -33 2323.2306062289977 2296.813920285765 100 GTEX 1 50 100 0.5 0.0005 75 3870 -34 2322.5878849772976 2303.0575364261526 100 GTEX 1 50 100 0.5 0.0005 75 3870 -35 2320.9059362301696 2298.2699814713046 100 GTEX 1 50 100 0.5 0.0005 75 3870 -36 2319.7726399877124 2298.5081374019724 100 GTEX 1 50 100 0.5 0.0005 75 3870 -37 2318.8369898809683 2296.5505649581155 100 GTEX 1 50 100 0.5 0.0005 75 3870 -38 2317.07133806083 2290.3302498588996 100 GTEX 1 50 100 0.5 0.0005 75 3870 -39 2315.02987103227 2288.55084994356 100 GTEX 1 50 100 0.5 0.0005 75 3870 -40 2313.4611336480507 2288.331519761466 100 GTEX 1 50 100 0.5 0.0005 75 3870 -41 2311.7473332530103 2288.825193455917 100 GTEX 1 50 100 0.5 0.0005 75 3870 -42 2310.839208912167 2285.557388827828 100 GTEX 1 50 100 0.5 0.0005 75 3870 -43 2308.998541319724 2285.6936768506416 100 GTEX 1 50 100 0.5 0.0005 75 3870 -44 2308.6978195124348 2283.449836992039 100 GTEX 1 50 100 0.5 0.0005 75 3870 -45 2307.3187030853887 2282.592632337215 100 GTEX 1 50 100 0.5 0.0005 75 3870 -46 2306.8529661216267 2282.075548063213 100 GTEX 1 50 100 0.5 0.0005 75 3870 -47 2304.929286100525 2281.576190440827 100 GTEX 1 50 100 0.5 0.0005 75 3870 -48 2303.5239757595464 2281.8922587927755 100 GTEX 1 50 100 0.5 0.0005 75 3870 -49 2302.9848346301214 2278.5727613325807 100 GTEX 1 50 100 0.5 0.0005 75 3870 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index 02ccfd2d9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3984.0937311485372 3944.7119177756654 100 GTEX 1 50 100 0.0 0.0005 75 484 -1 2818.171203181322 2717.0902039270436 100 GTEX 1 50 100 0.0 0.0005 75 484 -2 2612.1748276909266 2598.0723500995127 100 GTEX 1 50 100 0.0 0.0005 75 484 -3 2541.047756351009 2507.4104830085553 100 GTEX 1 50 100 0.0 0.0005 75 484 -4 2496.995949746488 2475.6167261391993 100 GTEX 1 50 100 0.0 0.0005 75 484 -5 2471.2403825562646 2503.1525581853016 100 GTEX 1 50 100 0.0 0.0005 75 484 -6 2447.9901152832704 2427.8808640164566 100 GTEX 1 50 100 0.0 0.0005 75 484 -7 2435.130653968844 2432.0751693203424 100 GTEX 1 50 100 0.0 0.0005 75 484 -8 2417.104259832263 2407.8553313628804 100 GTEX 1 50 100 0.0 0.0005 75 484 -9 2407.1094445518397 2421.209982288201 100 GTEX 1 50 100 0.0 0.0005 75 484 -10 2398.054924445607 2389.7352754426092 100 GTEX 1 50 100 0.0 0.0005 75 484 -11 2391.8758849356236 2408.398352097196 100 GTEX 1 50 100 0.0 0.0005 75 484 -12 2384.0960709477245 2394.9691148185007 100 GTEX 1 50 100 0.0 0.0005 75 484 -13 2377.683412120928 2366.5272620603614 100 GTEX 1 50 100 0.0 0.0005 75 484 -14 2373.4230415986535 2366.5060552444747 100 GTEX 1 50 100 0.0 0.0005 75 484 -15 2368.9385916569977 2361.484720324382 100 GTEX 1 50 100 0.0 0.0005 75 484 -16 2365.252220810612 2354.120817119178 100 GTEX 1 50 100 0.0 0.0005 75 484 -17 2360.063119622562 2349.9320119415397 100 GTEX 1 50 100 0.0 0.0005 75 484 -18 2357.378416189337 2348.38499955442 100 GTEX 1 50 100 0.0 0.0005 75 484 -19 2353.4195574047926 2351.2277897011645 100 GTEX 1 50 100 0.0 0.0005 75 484 -20 2351.3043168147415 2341.2290243286598 100 GTEX 1 50 100 0.0 0.0005 75 484 -21 2347.0990339025116 2345.8148996331392 100 GTEX 1 50 100 0.0 0.0005 75 484 -22 2345.6294712265303 2336.084530210314 100 GTEX 1 50 100 0.0 0.0005 75 484 -23 2342.1007416748225 2339.3626398006772 100 GTEX 1 50 100 0.0 0.0005 75 484 -24 2339.645509076141 2338.5864675543608 100 GTEX 1 50 100 0.0 0.0005 75 484 -25 2337.443330362831 2347.243516813213 100 GTEX 1 50 100 0.0 0.0005 75 484 -26 2335.2676969588438 2329.393730134565 100 GTEX 1 50 100 0.0 0.0005 75 484 -27 2333.7361966289563 2326.422560079016 100 GTEX 1 50 100 0.0 0.0005 75 484 -28 2330.883343590317 2325.398445854622 100 GTEX 1 50 100 0.0 0.0005 75 484 -29 2328.5647892277534 2323.7137827129873 100 GTEX 1 50 100 0.0 0.0005 75 484 -30 2327.548093433729 2321.5006303098266 100 GTEX 1 50 100 0.0 0.0005 75 484 -31 2325.6175231385587 2324.6885127658625 100 GTEX 1 50 100 0.0 0.0005 75 484 -32 2323.89556194276 2320.9457098086978 100 GTEX 1 50 100 0.0 0.0005 75 484 -33 2322.2762508293613 2316.008911596958 100 GTEX 1 50 100 0.0 0.0005 75 484 -34 2319.338411374091 2314.9387587630704 100 GTEX 1 50 100 0.0 0.0005 75 484 -35 2318.929582411477 2315.6648097745365 100 GTEX 1 50 100 0.0 0.0005 75 484 -36 2317.968353010375 2313.3199216893418 100 GTEX 1 50 100 0.0 0.0005 75 484 -37 2315.08365647302 2305.537543815352 100 GTEX 1 50 100 0.0 0.0005 75 484 -38 2314.163163096975 2314.059768966849 100 GTEX 1 50 100 0.0 0.0005 75 484 -39 2313.313461295652 2310.1667740390326 100 GTEX 1 50 100 0.0 0.0005 75 484 -40 2311.4531548889813 2304.8670714635814 100 GTEX 1 50 100 0.0 0.0005 75 484 -41 2310.259019380438 2305.675704201818 100 GTEX 1 50 100 0.0 0.0005 75 484 -42 2309.045013914494 2303.7184241697364 100 GTEX 1 50 100 0.0 0.0005 75 484 -43 2308.0010151422375 2301.4229193277683 100 GTEX 1 50 100 0.0 0.0005 75 484 -44 2307.0002028272966 2299.8865498009745 100 GTEX 1 50 100 0.0 0.0005 75 484 -45 2305.8097797674654 2299.149824367277 100 GTEX 1 50 100 0.0 0.0005 75 484 -46 2304.5089253552223 2298.602186311787 100 GTEX 1 50 100 0.0 0.0005 75 484 -47 2303.097537880351 2301.308937217799 100 GTEX 1 50 100 0.0 0.0005 75 484 -48 2302.220623541397 2295.505592955383 100 GTEX 1 50 100 0.0 0.0005 75 484 -49 2300.888315631354 2300.1544463299074 100 GTEX 1 50 100 0.0 0.0005 75 484 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index 9b1962304..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3972.7114383402954 3913.5971299088046 100 GTEX 1 50 100 1.0 0.0005 75 8575 -1 2822.767229978973 2676.6666088031725 100 GTEX 1 50 100 1.0 0.0005 75 8575 -2 2618.2644043742407 2565.092162621792 100 GTEX 1 50 100 1.0 0.0005 75 8575 -3 2542.374745363417 2561.6816331986693 100 GTEX 1 50 100 1.0 0.0005 75 8575 -4 2501.450534845136 2513.9276369044082 100 GTEX 1 50 100 1.0 0.0005 75 8575 -5 2471.059356782937 2594.1448375861455 100 GTEX 1 50 100 1.0 0.0005 75 8575 -6 2452.6496989491043 2416.798149544023 100 GTEX 1 50 100 1.0 0.0005 75 8575 -7 2434.519828566707 2422.2403049251425 100 GTEX 1 50 100 1.0 0.0005 75 8575 -8 2424.0749554527815 2392.7914779140924 100 GTEX 1 50 100 1.0 0.0005 75 8575 -9 2412.440538850621 2382.8929800751544 100 GTEX 1 50 100 1.0 0.0005 75 8575 -10 2402.2068496982943 2393.8082994816423 100 GTEX 1 50 100 1.0 0.0005 75 8575 -11 2394.305735006924 2373.9638179880585 100 GTEX 1 50 100 1.0 0.0005 75 8575 -12 2387.662405918049 2368.1194283953187 100 GTEX 1 50 100 1.0 0.0005 75 8575 -13 2381.0805079177176 2360.196300201996 100 GTEX 1 50 100 1.0 0.0005 75 8575 -14 2376.0950738317147 2384.3598484285885 100 GTEX 1 50 100 1.0 0.0005 75 8575 -15 2371.8235121167195 2349.0493201194154 100 GTEX 1 50 100 1.0 0.0005 75 8575 -16 2366.8245095679813 2351.016588566421 100 GTEX 1 50 100 1.0 0.0005 75 8575 -17 2363.7118305848194 2343.4910419884745 100 GTEX 1 50 100 1.0 0.0005 75 8575 -18 2358.2162762548523 2339.420532690708 100 GTEX 1 50 100 1.0 0.0005 75 8575 -19 2356.9546791754415 2340.3493940114067 100 GTEX 1 50 100 1.0 0.0005 75 8575 -20 2352.1997657776683 2334.578302303648 100 GTEX 1 50 100 1.0 0.0005 75 8575 -21 2348.9095837174114 2329.806842064223 100 GTEX 1 50 100 1.0 0.0005 75 8575 -22 2346.4323618030476 2325.4106296785885 100 GTEX 1 50 100 1.0 0.0005 75 8575 -23 2344.5568337557847 2326.5014685569154 100 GTEX 1 50 100 1.0 0.0005 75 8575 -24 2342.421908912002 2326.1568032616447 100 GTEX 1 50 100 1.0 0.0005 75 8575 -25 2340.341788158455 2324.11685053024 100 GTEX 1 50 100 1.0 0.0005 75 8575 -26 2338.0405934657065 2322.5717021521505 100 GTEX 1 50 100 1.0 0.0005 75 8575 -27 2334.1576642207388 2316.447518120247 100 GTEX 1 50 100 1.0 0.0005 75 8575 -28 2333.3675167945644 2322.4733617514257 100 GTEX 1 50 100 1.0 0.0005 75 8575 -29 2330.166942054472 2318.5656905373694 100 GTEX 1 50 100 1.0 0.0005 75 8575 -30 2329.7116622110852 2319.0841765313094 100 GTEX 1 50 100 1.0 0.0005 75 8575 -31 2327.6550072734153 2313.4724418146984 100 GTEX 1 50 100 1.0 0.0005 75 8575 -32 2325.0956950015925 2312.3100279601354 100 GTEX 1 50 100 1.0 0.0005 75 8575 -33 2323.5719332100157 2305.2373241816185 100 GTEX 1 50 100 1.0 0.0005 75 8575 -34 2322.643244347553 2306.4378805994534 100 GTEX 1 50 100 1.0 0.0005 75 8575 -35 2319.8506916965266 2304.9405123054303 100 GTEX 1 50 100 1.0 0.0005 75 8575 -36 2318.9961790328825 2301.4713965586384 100 GTEX 1 50 100 1.0 0.0005 75 8575 -37 2317.538894255209 2300.7913507381772 100 GTEX 1 50 100 1.0 0.0005 75 8575 -38 2316.162905159452 2305.7316291141874 100 GTEX 1 50 100 1.0 0.0005 75 8575 -39 2314.7510345352607 2305.194746242277 100 GTEX 1 50 100 1.0 0.0005 75 8575 -40 2313.591658828653 2297.9126579951876 100 GTEX 1 50 100 1.0 0.0005 75 8575 -41 2312.1477800971466 2305.417669840185 100 GTEX 1 50 100 1.0 0.0005 75 8575 -42 2310.716533135043 2298.4143901868465 100 GTEX 1 50 100 1.0 0.0005 75 8575 -43 2309.232220775539 2293.5345955620246 100 GTEX 1 50 100 1.0 0.0005 75 8575 -44 2308.072079689233 2291.0746893937144 100 GTEX 1 50 100 1.0 0.0005 75 8575 -45 2306.8621094936275 2292.2020732459005 100 GTEX 1 50 100 1.0 0.0005 75 8575 -46 2305.906567044982 2289.3159615984437 100 GTEX 1 50 100 1.0 0.0005 75 8575 -47 2305.012971559925 2289.762692527626 100 GTEX 1 50 100 1.0 0.0005 75 8575 -48 2303.9408587323483 2291.0604549741565 100 GTEX 1 50 100 1.0 0.0005 75 8575 -49 2301.661670736795 2288.6180823728614 100 GTEX 1 50 100 1.0 0.0005 75 8575 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index f21cc5924..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4320.035132988688 4357.525835276557 150 GTEX 1 100 100 0.5 0.0005 75 816 -1 3077.8109843011416 3251.811179041409 150 GTEX 1 100 100 0.5 0.0005 75 816 -2 2738.265629151964 2855.1897993776734 150 GTEX 1 100 100 0.5 0.0005 75 816 -3 2622.072343661287 2804.1785828332936 150 GTEX 1 100 100 0.5 0.0005 75 816 -4 2554.9086411958565 2653.0666629225584 150 GTEX 1 100 100 0.5 0.0005 75 816 -5 2522.9581742520895 2549.613297495099 150 GTEX 1 100 100 0.5 0.0005 75 816 -6 2491.238558709489 2570.317729529319 150 GTEX 1 100 100 0.5 0.0005 75 816 -7 2473.372263108033 2490.563041193857 150 GTEX 1 100 100 0.5 0.0005 75 816 -8 2455.7443604985574 2490.9561024945046 150 GTEX 1 100 100 0.5 0.0005 75 816 -9 2440.8906799297065 2462.6922621346243 150 GTEX 1 100 100 0.5 0.0005 75 816 -10 2430.6012792638658 2474.2901792344937 150 GTEX 1 100 100 0.5 0.0005 75 816 -11 2420.0869008587397 2450.850284242811 150 GTEX 1 100 100 0.5 0.0005 75 816 -12 2411.9214209660036 2433.146088458739 150 GTEX 1 100 100 0.5 0.0005 75 816 -13 2404.727822092326 2433.61898931351 150 GTEX 1 100 100 0.5 0.0005 75 816 -14 2397.6999615131012 2423.2951251708055 150 GTEX 1 100 100 0.5 0.0005 75 816 -15 2393.573090963181 2418.343520247891 150 GTEX 1 100 100 0.5 0.0005 75 816 -16 2388.2403012706145 2412.960883194956 150 GTEX 1 100 100 0.5 0.0005 75 816 -17 2383.3725289884433 2411.4236860964234 150 GTEX 1 100 100 0.5 0.0005 75 816 -18 2379.3399208063206 2406.1892317275133 150 GTEX 1 100 100 0.5 0.0005 75 816 -19 2373.437393467316 2401.617110451818 150 GTEX 1 100 100 0.5 0.0005 75 816 -20 2371.6954232620137 2408.4315357280775 150 GTEX 1 100 100 0.5 0.0005 75 816 -21 2368.549335231924 2391.9172980595 150 GTEX 1 100 100 0.5 0.0005 75 816 -22 2365.316962845237 2402.888592041944 150 GTEX 1 100 100 0.5 0.0005 75 816 -23 2362.214603297144 2386.8952330382604 150 GTEX 1 100 100 0.5 0.0005 75 816 -24 2359.811584040697 2380.0909646618047 150 GTEX 1 100 100 0.5 0.0005 75 816 -25 2355.5459410918356 2399.0417290169025 150 GTEX 1 100 100 0.5 0.0005 75 816 -26 2355.2645643151045 2384.4453533448195 150 GTEX 1 100 100 0.5 0.0005 75 816 -27 2350.816725332281 2378.2538561222673 150 GTEX 1 100 100 0.5 0.0005 75 816 -28 2349.760892045023 2385.1705475433696 150 GTEX 1 100 100 0.5 0.0005 75 816 -29 2348.321013124538 2374.121534688391 150 GTEX 1 100 100 0.5 0.0005 75 816 -30 2345.9867512900487 2368.6534512015805 150 GTEX 1 100 100 0.5 0.0005 75 816 -31 2343.988854839921 2377.4807467732594 150 GTEX 1 100 100 0.5 0.0005 75 816 -32 2342.0821921192532 2373.43143779334 150 GTEX 1 100 100 0.5 0.0005 75 816 -33 2341.365392768548 2371.9748354139438 150 GTEX 1 100 100 0.5 0.0005 75 816 -34 2338.2493216825965 2361.8625251566955 150 GTEX 1 100 100 0.5 0.0005 75 816 -35 2336.026206369824 2391.1850205338046 150 GTEX 1 100 100 0.5 0.0005 75 816 -36 2334.598816324139 2362.3542587222255 150 GTEX 1 100 100 0.5 0.0005 75 816 -37 2333.846548836171 2355.4671148147872 150 GTEX 1 100 100 0.5 0.0005 75 816 -38 2331.785240913956 2355.7666651504574 150 GTEX 1 100 100 0.5 0.0005 75 816 -39 2329.906503476096 2355.457666665429 150 GTEX 1 100 100 0.5 0.0005 75 816 -40 2328.4479856167723 2351.3742708271448 150 GTEX 1 100 100 0.5 0.0005 75 816 -41 2328.022137754833 2357.332654133496 150 GTEX 1 100 100 0.5 0.0005 75 816 -42 2326.1763575993004 2349.680454268655 150 GTEX 1 100 100 0.5 0.0005 75 816 -43 2324.190809063515 2353.6391067794975 150 GTEX 1 100 100 0.5 0.0005 75 816 -44 2322.5552349144973 2351.446346616564 150 GTEX 1 100 100 0.5 0.0005 75 816 -45 2320.832136596409 2348.7119470168427 150 GTEX 1 100 100 0.5 0.0005 75 816 -46 2320.5574789090556 2349.960688253773 150 GTEX 1 100 100 0.5 0.0005 75 816 -47 2319.762092839353 2349.9058726495664 150 GTEX 1 100 100 0.5 0.0005 75 816 -48 2318.9511558860713 2346.7262436319215 150 GTEX 1 100 100 0.5 0.0005 75 816 -49 2317.1528803590763 2342.416038832284 150 GTEX 1 100 100 0.5 0.0005 75 816 -50 2316.5302385455316 2343.6734832647635 150 GTEX 1 100 100 0.5 0.0005 75 816 -51 2314.6669650578983 2344.496877692045 150 GTEX 1 100 100 0.5 0.0005 75 816 -52 2313.4829013881276 2339.1882440255167 150 GTEX 1 100 100 0.5 0.0005 75 816 -53 2312.969913761908 2348.2010001411004 150 GTEX 1 100 100 0.5 0.0005 75 816 -54 2312.3523328053207 2336.7275891902327 150 GTEX 1 100 100 0.5 0.0005 75 816 -55 2311.7100135204446 2337.9910758711085 150 GTEX 1 100 100 0.5 0.0005 75 816 -56 2309.9711162324966 2338.2414272293845 150 GTEX 1 100 100 0.5 0.0005 75 816 -57 2308.316682007442 2334.034132808787 150 GTEX 1 100 100 0.5 0.0005 75 816 -58 2307.830700816405 2333.0440033307095 150 GTEX 1 100 100 0.5 0.0005 75 816 -59 2306.7223888738513 2334.838575704016 150 GTEX 1 100 100 0.5 0.0005 75 816 -60 2306.2127825707885 2335.467780399685 150 GTEX 1 100 100 0.5 0.0005 75 816 -61 2305.6201080067603 2331.2651557487225 150 GTEX 1 100 100 0.5 0.0005 75 816 -62 2304.2791629290396 2331.900193363088 150 GTEX 1 100 100 0.5 0.0005 75 816 -63 2303.4664007363986 2330.8988807591195 150 GTEX 1 100 100 0.5 0.0005 75 816 -64 2302.0731850141856 2328.021547034666 150 GTEX 1 100 100 0.5 0.0005 75 816 -65 2301.3172040975396 2328.0623296585372 150 GTEX 1 100 100 0.5 0.0005 75 816 -66 2300.9323598431147 2328.1002977030357 150 GTEX 1 100 100 0.5 0.0005 75 816 -67 2300.37128329617 2328.408784235385 150 GTEX 1 100 100 0.5 0.0005 75 816 -68 2299.433672431002 2329.993061486306 150 GTEX 1 100 100 0.5 0.0005 75 816 -69 2298.7934144155975 2341.052849947273 150 GTEX 1 100 100 0.5 0.0005 75 816 -70 2297.820545190489 2323.4999285215663 150 GTEX 1 100 100 0.5 0.0005 75 816 -71 2297.689603627238 2328.4549611602897 150 GTEX 1 100 100 0.5 0.0005 75 816 -72 2295.8656163298747 2325.9354846794795 150 GTEX 1 100 100 0.5 0.0005 75 816 -73 2295.517797843826 2323.263636135783 150 GTEX 1 100 100 0.5 0.0005 75 816 -74 2294.7461690269074 2320.1878522865672 150 GTEX 1 100 100 0.5 0.0005 75 816 -75 2294.6682760211047 2320.679340319035 150 GTEX 1 100 100 0.5 0.0005 75 816 -76 2293.822012638887 2320.2939545954137 150 GTEX 1 100 100 0.5 0.0005 75 816 -77 2293.2974823471914 2323.818940485385 150 GTEX 1 100 100 0.5 0.0005 75 816 -78 2293.253927370859 2324.6367925491622 150 GTEX 1 100 100 0.5 0.0005 75 816 -79 2291.974802376842 2318.056736703155 150 GTEX 1 100 100 0.5 0.0005 75 816 -80 2291.3624806172925 2320.1029711821234 150 GTEX 1 100 100 0.5 0.0005 75 816 -81 2290.8118159059513 2319.577829339205 150 GTEX 1 100 100 0.5 0.0005 75 816 -82 2289.799891182446 2318.2650234672055 150 GTEX 1 100 100 0.5 0.0005 75 816 -83 2288.9986291556775 2317.6536405730158 150 GTEX 1 100 100 0.5 0.0005 75 816 -84 2288.9335944205036 2321.052984549519 150 GTEX 1 100 100 0.5 0.0005 75 816 -85 2288.4632578287983 2315.0451896870545 150 GTEX 1 100 100 0.5 0.0005 75 816 -86 2287.715717880202 2317.072905681886 150 GTEX 1 100 100 0.5 0.0005 75 816 -87 2287.426323145738 2315.14594457358 150 GTEX 1 100 100 0.5 0.0005 75 816 -88 2286.750095624109 2319.9160351191185 150 GTEX 1 100 100 0.5 0.0005 75 816 -89 2287.082944578866 2313.499644464413 150 GTEX 1 100 100 0.5 0.0005 75 816 -90 2285.6957795830253 2313.243262461383 150 GTEX 1 100 100 0.5 0.0005 75 816 -91 2285.3751532100405 2313.6263608751187 150 GTEX 1 100 100 0.5 0.0005 75 816 -92 2284.6039294545776 2320.6530766360206 150 GTEX 1 100 100 0.5 0.0005 75 816 -93 2284.0170676526645 2311.3819598643954 150 GTEX 1 100 100 0.5 0.0005 75 816 -94 2283.9643580218208 2312.3321129396386 150 GTEX 1 100 100 0.5 0.0005 75 816 -95 2283.4428997448786 2310.6495073557808 150 GTEX 1 100 100 0.5 0.0005 75 816 -96 2282.7260904913533 2310.9893747772103 150 GTEX 1 100 100 0.5 0.0005 75 816 -97 2283.177876547522 2309.4902176657556 150 GTEX 1 100 100 0.5 0.0005 75 816 -98 2282.054740469773 2308.803700726295 150 GTEX 1 100 100 0.5 0.0005 75 816 -99 2281.6278696258632 2309.360447640655 150 GTEX 1 100 100 0.5 0.0005 75 816 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index b52d95552..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4327.750642729143 4184.1567791260695 150 GTEX 1 100 100 0.0 0.0005 75 3372 -1 3072.7644370999674 3051.230666011912 150 GTEX 1 100 100 0.0 0.0005 75 3372 -2 2738.614494448644 3084.2663597426035 150 GTEX 1 100 100 0.0 0.0005 75 3372 -3 2613.9606201713436 2604.8171289248157 150 GTEX 1 100 100 0.0 0.0005 75 3372 -4 2560.7930691965757 2579.3647980780656 150 GTEX 1 100 100 0.0 0.0005 75 3372 -5 2525.359535611367 2524.7118620781844 150 GTEX 1 100 100 0.0 0.0005 75 3372 -6 2497.643633729542 2487.614200722582 150 GTEX 1 100 100 0.0 0.0005 75 3372 -7 2477.4336072890123 2473.701164912815 150 GTEX 1 100 100 0.0 0.0005 75 3372 -8 2460.6606676378306 2489.7750545835315 150 GTEX 1 100 100 0.0 0.0005 75 3372 -9 2444.9714577250666 2440.8246137379692 150 GTEX 1 100 100 0.0 0.0005 75 3372 -10 2434.2825881701733 2437.815008243227 150 GTEX 1 100 100 0.0 0.0005 75 3372 -11 2423.1088292359727 2426.575674774982 150 GTEX 1 100 100 0.0 0.0005 75 3372 -12 2414.398933156788 2445.570842090215 150 GTEX 1 100 100 0.0 0.0005 75 3372 -13 2410.84481867936 2411.0612110674606 150 GTEX 1 100 100 0.0 0.0005 75 3372 -14 2409.5362471333397 2407.5614756304954 150 GTEX 1 100 100 0.0 0.0005 75 3372 -15 2397.14793343613 2398.4814559878505 150 GTEX 1 100 100 0.0 0.0005 75 3372 -16 2390.5003667138153 2389.169822547826 150 GTEX 1 100 100 0.0 0.0005 75 3372 -17 2386.3955985367757 2389.5650806499525 150 GTEX 1 100 100 0.0 0.0005 75 3372 -18 2382.849316622874 2383.2503327924487 150 GTEX 1 100 100 0.0 0.0005 75 3372 -19 2377.8145146050097 2376.3683650375774 150 GTEX 1 100 100 0.0 0.0005 75 3372 -20 2373.7946434871214 2397.43037861291 150 GTEX 1 100 100 0.0 0.0005 75 3372 -21 2369.387853834991 2393.327388400814 150 GTEX 1 100 100 0.0 0.0005 75 3372 -22 2365.808826569432 2366.561464955145 150 GTEX 1 100 100 0.0 0.0005 75 3372 -23 2364.5449033587893 2366.2091602862106 150 GTEX 1 100 100 0.0 0.0005 75 3372 -24 2362.1326134894157 2377.5643848955856 150 GTEX 1 100 100 0.0 0.0005 75 3372 -25 2358.548205691481 2363.676156743851 150 GTEX 1 100 100 0.0 0.0005 75 3372 -26 2356.2714617584024 2356.2816616972136 150 GTEX 1 100 100 0.0 0.0005 75 3372 -27 2354.6189859707983 2355.921200132189 150 GTEX 1 100 100 0.0 0.0005 75 3372 -28 2351.6419064352654 2351.1670047194334 150 GTEX 1 100 100 0.0 0.0005 75 3372 -29 2348.2873969951956 2356.552149087304 150 GTEX 1 100 100 0.0 0.0005 75 3372 -30 2347.0697872379055 2358.325411140239 150 GTEX 1 100 100 0.0 0.0005 75 3372 -31 2345.525928368774 2348.3548045575394 150 GTEX 1 100 100 0.0 0.0005 75 3372 -32 2344.0654916832814 2350.3358066109195 150 GTEX 1 100 100 0.0 0.0005 75 3372 -33 2341.073883369327 2342.593565734167 150 GTEX 1 100 100 0.0 0.0005 75 3372 -34 2341.4512159219194 2343.8466680838583 150 GTEX 1 100 100 0.0 0.0005 75 3372 -35 2338.816731315235 2341.5548736224155 150 GTEX 1 100 100 0.0 0.0005 75 3372 -36 2337.111827985329 2345.747631464621 150 GTEX 1 100 100 0.0 0.0005 75 3372 -37 2335.4427549161314 2350.5315252383853 150 GTEX 1 100 100 0.0 0.0005 75 3372 -38 2333.3745209252784 2335.3190713744652 150 GTEX 1 100 100 0.0 0.0005 75 3372 -39 2332.5935273412742 2342.617948234761 150 GTEX 1 100 100 0.0 0.0005 75 3372 -40 2330.8197705268963 2334.66945076714 150 GTEX 1 100 100 0.0 0.0005 75 3372 -41 2328.9002053597364 2333.0740590838877 150 GTEX 1 100 100 0.0 0.0005 75 3372 -42 2329.0170827518864 2330.2309008696234 150 GTEX 1 100 100 0.0 0.0005 75 3372 -43 2326.699493089069 2330.3114157557034 150 GTEX 1 100 100 0.0 0.0005 75 3372 -44 2325.5282355711784 2328.705510708769 150 GTEX 1 100 100 0.0 0.0005 75 3372 -45 2323.912876276226 2326.2531431945104 150 GTEX 1 100 100 0.0 0.0005 75 3372 -46 2322.386467594877 2331.2739424904944 150 GTEX 1 100 100 0.0 0.0005 75 3372 -47 2320.6122048598504 2328.9580644382722 150 GTEX 1 100 100 0.0 0.0005 75 3372 -48 2320.6047371791487 2324.3443631364366 150 GTEX 1 100 100 0.0 0.0005 75 3372 -49 2319.2052137472187 2324.6035030930666 150 GTEX 1 100 100 0.0 0.0005 75 3372 -50 2317.5633293354135 2322.9544366756772 150 GTEX 1 100 100 0.0 0.0005 75 3372 -51 2318.0365701096985 2320.2940585640445 150 GTEX 1 100 100 0.0 0.0005 75 3372 -52 2315.8065364132895 2317.4996639585315 150 GTEX 1 100 100 0.0 0.0005 75 3372 -53 2314.9038002382454 2322.077882251812 150 GTEX 1 100 100 0.0 0.0005 75 3372 -54 2314.566052301539 2321.8115290072483 150 GTEX 1 100 100 0.0 0.0005 75 3372 -55 2312.750445859012 2316.747920163231 150 GTEX 1 100 100 0.0 0.0005 75 3372 -56 2311.9036582720323 2318.6907453065587 150 GTEX 1 100 100 0.0 0.0005 75 3372 -57 2311.091165595993 2317.235331604236 150 GTEX 1 100 100 0.0 0.0005 75 3372 -58 2310.3047074603724 2312.9287243977246 150 GTEX 1 100 100 0.0 0.0005 75 3372 -59 2308.833917376231 2311.791787963403 150 GTEX 1 100 100 0.0 0.0005 75 3372 -60 2308.2438725525594 2311.1807842762296 150 GTEX 1 100 100 0.0 0.0005 75 3372 -61 2306.8162166006755 2311.783688621376 150 GTEX 1 100 100 0.0 0.0005 75 3372 -62 2306.4107247853563 2314.9948108513545 150 GTEX 1 100 100 0.0 0.0005 75 3372 -63 2305.929638630613 2308.8492431640625 150 GTEX 1 100 100 0.0 0.0005 75 3372 -64 2304.136992728029 2307.504384320045 150 GTEX 1 100 100 0.0 0.0005 75 3372 -65 2304.0372657054604 2310.0871763048062 150 GTEX 1 100 100 0.0 0.0005 75 3372 -66 2303.1909503334364 2306.3960949567786 150 GTEX 1 100 100 0.0 0.0005 75 3372 -67 2302.8078051347775 2306.9946813547112 150 GTEX 1 100 100 0.0 0.0005 75 3372 -68 2301.698076057374 2304.3787368368285 150 GTEX 1 100 100 0.0 0.0005 75 3372 -69 2300.364489729331 2304.553393926004 150 GTEX 1 100 100 0.0 0.0005 75 3372 -70 2299.7772763644025 2305.601911073402 150 GTEX 1 100 100 0.0 0.0005 75 3372 -71 2299.057504207667 2303.9689319451045 150 GTEX 1 100 100 0.0 0.0005 75 3372 -72 2298.8796380013714 2301.535360474097 150 GTEX 1 100 100 0.0 0.0005 75 3372 -73 2298.1795835203866 2307.146261585076 150 GTEX 1 100 100 0.0 0.0005 75 3372 -74 2297.4332395952306 2302.5185834645317 150 GTEX 1 100 100 0.0 0.0005 75 3372 -75 2297.017646000581 2303.224331815886 150 GTEX 1 100 100 0.0 0.0005 75 3372 -76 2295.573940439487 2299.6995223012714 150 GTEX 1 100 100 0.0 0.0005 75 3372 -77 2294.9114207421585 2300.3677412257903 150 GTEX 1 100 100 0.0 0.0005 75 3372 -78 2294.5714462181954 2297.519566989217 150 GTEX 1 100 100 0.0 0.0005 75 3372 -79 2294.449201703739 2300.3395689757604 150 GTEX 1 100 100 0.0 0.0005 75 3372 -80 2293.5182764801416 2297.8388852891812 150 GTEX 1 100 100 0.0 0.0005 75 3372 -81 2293.366948749191 2297.261627313302 150 GTEX 1 100 100 0.0 0.0005 75 3372 -82 2292.6277785147586 2299.1160972218095 150 GTEX 1 100 100 0.0 0.0005 75 3372 -83 2291.7007071129483 2294.7324701461503 150 GTEX 1 100 100 0.0 0.0005 75 3372 -84 2291.564525333065 2294.3702861365255 150 GTEX 1 100 100 0.0 0.0005 75 3372 -85 2290.3948228158506 2296.5317976918964 150 GTEX 1 100 100 0.0 0.0005 75 3372 -86 2289.818511424554 2292.641642871465 150 GTEX 1 100 100 0.0 0.0005 75 3372 -87 2289.951255275315 2293.9591937046994 150 GTEX 1 100 100 0.0 0.0005 75 3372 -88 2289.223738545738 2293.019848261496 150 GTEX 1 100 100 0.0 0.0005 75 3372 -89 2289.2721924008647 2292.2362598955856 150 GTEX 1 100 100 0.0 0.0005 75 3372 -90 2288.8219758643513 2291.620686694243 150 GTEX 1 100 100 0.0 0.0005 75 3372 -91 2287.5401705843324 2290.672591640922 150 GTEX 1 100 100 0.0 0.0005 75 3372 -92 2286.822327053432 2291.454044472582 150 GTEX 1 100 100 0.0 0.0005 75 3372 -93 2286.886681511269 2295.144675135159 150 GTEX 1 100 100 0.0 0.0005 75 3372 -94 2287.001448287472 2289.6910047639913 150 GTEX 1 100 100 0.0 0.0005 75 3372 -95 2286.1489012047196 2290.477890420776 150 GTEX 1 100 100 0.0 0.0005 75 3372 -96 2285.56424485631 2288.2436973658805 150 GTEX 1 100 100 0.0 0.0005 75 3372 -97 2285.034454619707 2289.2545449144486 150 GTEX 1 100 100 0.0 0.0005 75 3372 -98 2284.6983732451376 2288.2916515045745 150 GTEX 1 100 100 0.0 0.0005 75 3372 -99 2284.047825361288 2288.0953865776496 150 GTEX 1 100 100 0.0 0.0005 75 3372 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index aa27edbe6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4322.199098858824 4382.181917255823 150 GTEX 1 100 100 1.0 0.0005 75 324 -1 3074.7986861329982 3254.8166842732594 150 GTEX 1 100 100 1.0 0.0005 75 324 -2 2736.6959978061127 2987.0299731352484 150 GTEX 1 100 100 1.0 0.0005 75 324 -3 2619.5311816086473 2791.2881509178947 150 GTEX 1 100 100 1.0 0.0005 75 324 -4 2561.104892684374 2584.962352680163 150 GTEX 1 100 100 1.0 0.0005 75 324 -5 2526.571670604757 2520.1728014347673 150 GTEX 1 100 100 1.0 0.0005 75 324 -6 2497.6704924476553 2501.307559633436 150 GTEX 1 100 100 1.0 0.0005 75 324 -7 2476.858562942945 2477.489641660973 150 GTEX 1 100 100 1.0 0.0005 75 324 -8 2461.538973529349 2458.279725281458 150 GTEX 1 100 100 1.0 0.0005 75 324 -9 2448.578581406547 2456.402920218928 150 GTEX 1 100 100 1.0 0.0005 75 324 -10 2433.127330128464 2437.6719241994415 150 GTEX 1 100 100 1.0 0.0005 75 324 -11 2425.3723088312113 2422.462156810688 150 GTEX 1 100 100 1.0 0.0005 75 324 -12 2414.9627138183955 2415.6167085016637 150 GTEX 1 100 100 1.0 0.0005 75 324 -13 2408.800564213188 2421.751016014882 150 GTEX 1 100 100 1.0 0.0005 75 324 -14 2400.9637713055054 2406.306053016576 150 GTEX 1 100 100 1.0 0.0005 75 324 -15 2396.1796020881748 2400.6145998878624 150 GTEX 1 100 100 1.0 0.0005 75 324 -16 2391.6910686257197 2401.6049767555846 150 GTEX 1 100 100 1.0 0.0005 75 324 -17 2386.4208746088384 2405.197748800648 150 GTEX 1 100 100 1.0 0.0005 75 324 -18 2381.97874114626 2391.7640896061075 150 GTEX 1 100 100 1.0 0.0005 75 324 -19 2378.441604280618 2385.487675539894 150 GTEX 1 100 100 1.0 0.0005 75 324 -20 2375.3263440396577 2377.429857377317 150 GTEX 1 100 100 1.0 0.0005 75 324 -21 2371.240089546253 2380.049373496168 150 GTEX 1 100 100 1.0 0.0005 75 324 -22 2366.616680444653 2372.1092603560182 150 GTEX 1 100 100 1.0 0.0005 75 324 -23 2365.1083984632887 2370.691650390625 150 GTEX 1 100 100 1.0 0.0005 75 324 -24 2362.020161059057 2368.5678432450095 150 GTEX 1 100 100 1.0 0.0005 75 324 -25 2359.9722933013195 2377.416926278814 150 GTEX 1 100 100 1.0 0.0005 75 324 -26 2357.579245385492 2363.022106330204 150 GTEX 1 100 100 1.0 0.0005 75 324 -27 2354.1556471142358 2358.1628896038796 150 GTEX 1 100 100 1.0 0.0005 75 324 -28 2352.243622119517 2355.8857240858188 150 GTEX 1 100 100 1.0 0.0005 75 324 -29 2348.775752825811 2357.3594566896386 150 GTEX 1 100 100 1.0 0.0005 75 324 -30 2348.0717492599706 2353.783875672083 150 GTEX 1 100 100 1.0 0.0005 75 324 -31 2344.8039508230067 2355.293822778042 150 GTEX 1 100 100 1.0 0.0005 75 324 -32 2344.1780831915303 2344.0794566339414 150 GTEX 1 100 100 1.0 0.0005 75 324 -33 2342.5049439572576 2351.438446393031 150 GTEX 1 100 100 1.0 0.0005 75 324 -34 2339.6321112823243 2347.5342358491266 150 GTEX 1 100 100 1.0 0.0005 75 324 -35 2337.392869639273 2347.321492822451 150 GTEX 1 100 100 1.0 0.0005 75 324 -36 2335.6906729771013 2349.668661719493 150 GTEX 1 100 100 1.0 0.0005 75 324 -37 2336.6442288529397 2341.95627469255 150 GTEX 1 100 100 1.0 0.0005 75 324 -38 2334.285199265376 2339.3040070624406 150 GTEX 1 100 100 1.0 0.0005 75 324 -39 2332.852731290684 2341.9164983365017 150 GTEX 1 100 100 1.0 0.0005 75 324 -40 2330.791410603115 2342.9943559885933 150 GTEX 1 100 100 1.0 0.0005 75 324 -41 2328.742140126352 2349.384637056648 150 GTEX 1 100 100 1.0 0.0005 75 324 -42 2327.999639320716 2335.9975664842264 150 GTEX 1 100 100 1.0 0.0005 75 324 -43 2327.5028670727925 2332.6550418288084 150 GTEX 1 100 100 1.0 0.0005 75 324 -44 2325.491461499485 2334.521902570253 150 GTEX 1 100 100 1.0 0.0005 75 324 -45 2324.481589844678 2334.9394712266812 150 GTEX 1 100 100 1.0 0.0005 75 324 -46 2322.142096651939 2336.577989469463 150 GTEX 1 100 100 1.0 0.0005 75 324 -47 2321.4875699747727 2327.55194347077 150 GTEX 1 100 100 1.0 0.0005 75 324 -48 2321.5087761424143 2325.3638660735505 150 GTEX 1 100 100 1.0 0.0005 75 324 -49 2318.4000127189347 2338.8624425387657 150 GTEX 1 100 100 1.0 0.0005 75 324 -50 2317.2111639754376 2328.463222025012 150 GTEX 1 100 100 1.0 0.0005 75 324 -51 2316.779762178612 2322.383575091344 150 GTEX 1 100 100 1.0 0.0005 75 324 -52 2315.2371043359085 2328.865992324887 150 GTEX 1 100 100 1.0 0.0005 75 324 -53 2314.941411975068 2323.221507489455 150 GTEX 1 100 100 1.0 0.0005 75 324 -54 2312.6950100771514 2321.3471856062856 150 GTEX 1 100 100 1.0 0.0005 75 324 -55 2312.5648664130167 2322.0247004403814 150 GTEX 1 100 100 1.0 0.0005 75 324 -56 2311.861277605143 2317.925918172974 150 GTEX 1 100 100 1.0 0.0005 75 324 -57 2310.9801227444264 2321.4034906539628 150 GTEX 1 100 100 1.0 0.0005 75 324 -58 2310.5314776875016 2315.817510452561 150 GTEX 1 100 100 1.0 0.0005 75 324 -59 2309.1783487882662 2326.772111435807 150 GTEX 1 100 100 1.0 0.0005 75 324 -60 2308.7346107593316 2316.4237436504873 150 GTEX 1 100 100 1.0 0.0005 75 324 -61 2307.037543268104 2313.999889533329 150 GTEX 1 100 100 1.0 0.0005 75 324 -62 2306.3848281881305 2314.401975218334 150 GTEX 1 100 100 1.0 0.0005 75 324 -63 2304.7812782642995 2312.671595120158 150 GTEX 1 100 100 1.0 0.0005 75 324 -64 2304.6598860628947 2311.658308486068 150 GTEX 1 100 100 1.0 0.0005 75 324 -65 2303.7844338598884 2310.677239131565 150 GTEX 1 100 100 1.0 0.0005 75 324 -66 2302.5457082208263 2310.051166955056 150 GTEX 1 100 100 1.0 0.0005 75 324 -67 2302.658315073289 2315.5773563747625 150 GTEX 1 100 100 1.0 0.0005 75 324 -68 2301.585142540783 2313.5873582499107 150 GTEX 1 100 100 1.0 0.0005 75 324 -69 2301.071748769987 2312.6846547870127 150 GTEX 1 100 100 1.0 0.0005 75 324 -70 2299.7650275814176 2307.918224030121 150 GTEX 1 100 100 1.0 0.0005 75 324 -71 2299.823070693346 2307.5745496858663 150 GTEX 1 100 100 1.0 0.0005 75 324 -72 2298.3394493908113 2305.888768881446 150 GTEX 1 100 100 1.0 0.0005 75 324 -73 2298.4090942756748 2305.463790139318 150 GTEX 1 100 100 1.0 0.0005 75 324 -74 2297.073195664875 2305.249666743405 150 GTEX 1 100 100 1.0 0.0005 75 324 -75 2296.906423918282 2303.1091656703006 150 GTEX 1 100 100 1.0 0.0005 75 324 -76 2295.6353762989197 2306.615762108632 150 GTEX 1 100 100 1.0 0.0005 75 324 -77 2295.7805513869725 2302.4356689453125 150 GTEX 1 100 100 1.0 0.0005 75 324 -78 2294.6468360282756 2301.554971557153 150 GTEX 1 100 100 1.0 0.0005 75 324 -79 2294.0096119765535 2300.7600287955975 150 GTEX 1 100 100 1.0 0.0005 75 324 -80 2293.146147163337 2301.6543664968513 150 GTEX 1 100 100 1.0 0.0005 75 324 -81 2292.4642999716943 2301.553273248129 150 GTEX 1 100 100 1.0 0.0005 75 324 -82 2291.9703430646423 2303.7148172936963 150 GTEX 1 100 100 1.0 0.0005 75 324 -83 2292.2240395760023 2298.7099576884802 150 GTEX 1 100 100 1.0 0.0005 75 324 -84 2291.20439405674 2298.5736353188868 150 GTEX 1 100 100 1.0 0.0005 75 324 -85 2290.3145836152885 2298.6597900390625 150 GTEX 1 100 100 1.0 0.0005 75 324 -86 2290.1631946880034 2298.0567250995127 150 GTEX 1 100 100 1.0 0.0005 75 324 -87 2289.7960839606494 2296.7545732273347 150 GTEX 1 100 100 1.0 0.0005 75 324 -88 2288.544325849002 2295.3822374235087 150 GTEX 1 100 100 1.0 0.0005 75 324 -89 2288.4922101681746 2297.1514739410054 150 GTEX 1 100 100 1.0 0.0005 75 324 -90 2288.120871297583 2296.815281160884 150 GTEX 1 100 100 1.0 0.0005 75 324 -91 2287.3780522864786 2295.7308266063155 150 GTEX 1 100 100 1.0 0.0005 75 324 -92 2286.564385120476 2294.5106275435182 150 GTEX 1 100 100 1.0 0.0005 75 324 -93 2286.047680455175 2294.82877851711 150 GTEX 1 100 100 1.0 0.0005 75 324 -94 2285.774754652469 2292.924464932866 150 GTEX 1 100 100 1.0 0.0005 75 324 -95 2285.409854342923 2296.3831281190587 150 GTEX 1 100 100 1.0 0.0005 75 324 -96 2285.40942942425 2294.331018948283 150 GTEX 1 100 100 1.0 0.0005 75 324 -97 2284.834114452671 2294.6459673167183 150 GTEX 1 100 100 1.0 0.0005 75 324 -98 2284.3513322594276 2293.018444220829 150 GTEX 1 100 100 1.0 0.0005 75 324 -99 2283.8381386081255 2293.0331882723385 150 GTEX 1 100 100 1.0 0.0005 75 324 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 9b2761de2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4318.452820694584 4538.26503367841 150 GTEX 1 50 100 0.5 0.0005 75 107 -1 3062.462955199641 3395.7793706741622 150 GTEX 1 50 100 0.5 0.0005 75 107 -2 2734.21923369088 3192.45014054331 150 GTEX 1 50 100 0.5 0.0005 75 107 -3 2620.1097394702074 2633.6586435992454 150 GTEX 1 50 100 0.5 0.0005 75 107 -4 2561.031099575128 2653.078003393833 150 GTEX 1 50 100 0.5 0.0005 75 107 -5 2526.866736173806 2532.226200002228 150 GTEX 1 50 100 0.5 0.0005 75 107 -6 2500.5848183523603 2504.3016194970887 150 GTEX 1 50 100 0.5 0.0005 75 107 -7 2482.100191939352 2470.3474896217026 150 GTEX 1 50 100 0.5 0.0005 75 107 -8 2460.447261086207 2443.1006806232176 150 GTEX 1 50 100 0.5 0.0005 75 107 -9 2448.801521563185 2440.769133013011 150 GTEX 1 50 100 0.5 0.0005 75 107 -10 2434.610498686432 2423.789772642883 150 GTEX 1 50 100 0.5 0.0005 75 107 -11 2427.978597503788 2423.5881226978377 150 GTEX 1 50 100 0.5 0.0005 75 107 -12 2419.143539549595 2404.909260912993 150 GTEX 1 50 100 0.5 0.0005 75 107 -13 2413.4794697256343 2398.936015197986 150 GTEX 1 50 100 0.5 0.0005 75 107 -14 2405.178571936975 2384.638970784815 150 GTEX 1 50 100 0.5 0.0005 75 107 -15 2401.0835792103903 2390.2992300751544 150 GTEX 1 50 100 0.5 0.0005 75 107 -16 2394.7839953764146 2382.1538721817074 150 GTEX 1 50 100 0.5 0.0005 75 107 -17 2389.2479918163503 2373.5140654705324 150 GTEX 1 50 100 0.5 0.0005 75 107 -18 2384.690679166364 2367.2783806514376 150 GTEX 1 50 100 0.5 0.0005 75 107 -19 2382.1466797751814 2367.1586152863592 150 GTEX 1 50 100 0.5 0.0005 75 107 -20 2376.0817940207185 2362.478743984672 150 GTEX 1 50 100 0.5 0.0005 75 107 -21 2372.514663910657 2354.550928384179 150 GTEX 1 50 100 0.5 0.0005 75 107 -22 2369.0272002622596 2348.945417861068 150 GTEX 1 50 100 0.5 0.0005 75 107 -23 2367.7883987531523 2355.6865916669144 150 GTEX 1 50 100 0.5 0.0005 75 107 -24 2366.0564179146972 2377.7772397813687 150 GTEX 1 50 100 0.5 0.0005 75 107 -25 2362.7304010291505 2368.70599991831 150 GTEX 1 50 100 0.5 0.0005 75 107 -26 2359.191744544784 2346.0490769070816 150 GTEX 1 50 100 0.5 0.0005 75 107 -27 2354.8665799207115 2367.427412257902 150 GTEX 1 50 100 0.5 0.0005 75 107 -28 2353.7948496411464 2336.124590623515 150 GTEX 1 50 100 0.5 0.0005 75 107 -29 2351.940796143429 2345.8554195505585 150 GTEX 1 50 100 0.5 0.0005 75 107 -30 2350.587630185983 2333.69610665325 150 GTEX 1 50 100 0.5 0.0005 75 107 -31 2348.1655836918294 2334.076738132723 150 GTEX 1 50 100 0.5 0.0005 75 107 -32 2345.1854449842626 2327.539155329135 150 GTEX 1 50 100 0.5 0.0005 75 107 -33 2344.106023024264 2329.4110088856046 150 GTEX 1 50 100 0.5 0.0005 75 107 -34 2342.386689170482 2321.632300083175 150 GTEX 1 50 100 0.5 0.0005 75 107 -35 2340.383941937289 2330.1487986053353 150 GTEX 1 50 100 0.5 0.0005 75 107 -36 2339.1487808493484 2324.009425870366 150 GTEX 1 50 100 0.5 0.0005 75 107 -37 2338.2515565995695 2327.9673199671756 150 GTEX 1 50 100 0.5 0.0005 75 107 -38 2336.9504002544613 2317.549797725315 150 GTEX 1 50 100 0.5 0.0005 75 107 -39 2334.522763669812 2318.547141419617 150 GTEX 1 50 100 0.5 0.0005 75 107 -40 2332.750381980663 2318.794434986187 150 GTEX 1 50 100 0.5 0.0005 75 107 -41 2331.113765198766 2314.998396376693 150 GTEX 1 50 100 0.5 0.0005 75 107 -42 2330.9989465874883 2309.5351659970593 150 GTEX 1 50 100 0.5 0.0005 75 107 -43 2328.2460748469603 2314.2074633696234 150 GTEX 1 50 100 0.5 0.0005 75 107 -44 2328.078179568666 2311.382257381773 150 GTEX 1 50 100 0.5 0.0005 75 107 -45 2326.465984766368 2310.5695949307865 150 GTEX 1 50 100 0.5 0.0005 75 107 -46 2325.5045094452275 2311.810461472196 150 GTEX 1 50 100 0.5 0.0005 75 107 -47 2324.0562778310514 2310.9251435138426 150 GTEX 1 50 100 0.5 0.0005 75 107 -48 2322.893198804895 2309.2744734731464 150 GTEX 1 50 100 0.5 0.0005 75 107 -49 2321.431707855866 2304.442598640239 150 GTEX 1 50 100 0.5 0.0005 75 107 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index 02d771c0d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4328.028200627633 4401.988196775487 150 GTEX 1 50 100 0.0 0.0005 75 7546 -1 3078.4213679188647 3547.2834245224867 150 GTEX 1 50 100 0.0 0.0005 75 7546 -2 2751.480151756595 2758.505898827382 150 GTEX 1 50 100 0.0 0.0005 75 7546 -3 2623.9231142193357 2708.3575397680015 150 GTEX 1 50 100 0.0 0.0005 75 7546 -4 2563.3585396042668 2584.0566694020317 150 GTEX 1 50 100 0.0 0.0005 75 7546 -5 2526.95017622894 2519.780590448996 150 GTEX 1 50 100 0.0 0.0005 75 7546 -6 2498.3778223553695 2535.948910557272 150 GTEX 1 50 100 0.0 0.0005 75 7546 -7 2480.9111075396772 2470.093529066659 150 GTEX 1 50 100 0.0 0.0005 75 7546 -8 2462.302372174189 2483.0868959608188 150 GTEX 1 50 100 0.0 0.0005 75 7546 -9 2446.8796267575444 2447.305096876485 150 GTEX 1 50 100 0.0 0.0005 75 7546 -10 2436.0780550097543 2443.2353269627793 150 GTEX 1 50 100 0.0 0.0005 75 7546 -11 2426.301185073603 2417.4249086561313 150 GTEX 1 50 100 0.0 0.0005 75 7546 -12 2416.233745448829 2404.196244504515 150 GTEX 1 50 100 0.0 0.0005 75 7546 -13 2409.940228562251 2429.8953574293014 150 GTEX 1 50 100 0.0 0.0005 75 7546 -14 2402.808365005166 2404.898774005614 150 GTEX 1 50 100 0.0 0.0005 75 7546 -15 2397.252200205525 2403.37875818753 150 GTEX 1 50 100 0.0 0.0005 75 7546 -16 2393.974119675377 2396.5709799414803 150 GTEX 1 50 100 0.0 0.0005 75 7546 -17 2389.3059995205385 2389.685875025992 150 GTEX 1 50 100 0.0 0.0005 75 7546 -18 2385.3106422928 2376.1303590259627 150 GTEX 1 50 100 0.0 0.0005 75 7546 -19 2379.979537988044 2368.064736718007 150 GTEX 1 50 100 0.0 0.0005 75 7546 -20 2377.0584684174305 2370.4465336672706 150 GTEX 1 50 100 0.0 0.0005 75 7546 -21 2374.578653408303 2378.8034988229265 150 GTEX 1 50 100 0.0 0.0005 75 7546 -22 2370.0132311479183 2418.1840653220056 150 GTEX 1 50 100 0.0 0.0005 75 7546 -23 2366.851368208728 2357.605477568768 150 GTEX 1 50 100 0.0 0.0005 75 7546 -24 2364.2637721410556 2373.3135225129217 150 GTEX 1 50 100 0.0 0.0005 75 7546 -25 2361.484678351238 2356.536331466849 150 GTEX 1 50 100 0.0 0.0005 75 7546 -26 2358.4435827300176 2354.145802545004 150 GTEX 1 50 100 0.0 0.0005 75 7546 -27 2357.2904469607006 2351.5484062165815 150 GTEX 1 50 100 0.0 0.0005 75 7546 -28 2356.3486638877566 2353.4759744274297 150 GTEX 1 50 100 0.0 0.0005 75 7546 -29 2350.8044872773517 2343.6326895013963 150 GTEX 1 50 100 0.0 0.0005 75 7546 -30 2348.3912916867475 2339.874841262179 150 GTEX 1 50 100 0.0 0.0005 75 7546 -31 2345.515084110017 2339.0128183111037 150 GTEX 1 50 100 0.0 0.0005 75 7546 -32 2346.419942531664 2341.255756798806 150 GTEX 1 50 100 0.0 0.0005 75 7546 -33 2342.868501764146 2338.9491222076995 150 GTEX 1 50 100 0.0 0.0005 75 7546 -34 2341.178399798106 2337.7490601050085 150 GTEX 1 50 100 0.0 0.0005 75 7546 -35 2341.0700554908663 2332.764803462155 150 GTEX 1 50 100 0.0 0.0005 75 7546 -36 2338.5770038924275 2332.0278626648646 150 GTEX 1 50 100 0.0 0.0005 75 7546 -37 2336.075405695855 2330.1699037733188 150 GTEX 1 50 100 0.0 0.0005 75 7546 -38 2335.0519874857237 2324.5787497400784 150 GTEX 1 50 100 0.0 0.0005 75 7546 -39 2333.7448654650284 2323.295534547291 150 GTEX 1 50 100 0.0 0.0005 75 7546 -40 2331.7529970730975 2334.6273165510634 150 GTEX 1 50 100 0.0 0.0005 75 7546 -41 2331.04977093023 2324.4737720562025 150 GTEX 1 50 100 0.0 0.0005 75 7546 -42 2329.502179832535 2329.089825184173 150 GTEX 1 50 100 0.0 0.0005 75 7546 -43 2327.8398495008564 2321.3388709006654 150 GTEX 1 50 100 0.0 0.0005 75 7546 -44 2326.5631772342826 2320.7733641649834 150 GTEX 1 50 100 0.0 0.0005 75 7546 -45 2326.0478465595124 2325.521443994326 150 GTEX 1 50 100 0.0 0.0005 75 7546 -46 2323.690811797106 2316.299190622772 150 GTEX 1 50 100 0.0 0.0005 75 7546 -47 2322.529760167102 2314.4060866207224 150 GTEX 1 50 100 0.0 0.0005 75 7546 -48 2321.0876453238884 2315.8186401831335 150 GTEX 1 50 100 0.0 0.0005 75 7546 -49 2320.6684486241684 2313.9136062448015 150 GTEX 1 50 100 0.0 0.0005 75 7546 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index deaffcaed..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4318.695595581403 4413.26630543756 150 GTEX 1 50 100 1.0 0.0005 75 954 -1 3071.7294916975166 3144.3418762439105 150 GTEX 1 50 100 1.0 0.0005 75 954 -2 2742.7890088081463 2672.618888129753 150 GTEX 1 50 100 1.0 0.0005 75 954 -3 2624.4147586373224 2704.253032263694 150 GTEX 1 50 100 1.0 0.0005 75 954 -4 2565.320438889902 2666.6451615598266 150 GTEX 1 50 100 1.0 0.0005 75 954 -5 2530.5169211089756 2543.1407498551866 150 GTEX 1 50 100 1.0 0.0005 75 954 -6 2503.2080772611853 2556.364336717265 150 GTEX 1 50 100 1.0 0.0005 75 954 -7 2480.265682121737 2475.338030332848 150 GTEX 1 50 100 1.0 0.0005 75 954 -8 2464.672321245841 2507.7705282349098 150 GTEX 1 50 100 1.0 0.0005 75 954 -9 2449.8599393833924 2447.057824196471 150 GTEX 1 50 100 1.0 0.0005 75 954 -10 2436.356157795459 2453.9610238310956 150 GTEX 1 50 100 1.0 0.0005 75 954 -11 2426.2187572981725 2450.968239439758 150 GTEX 1 50 100 1.0 0.0005 75 954 -12 2416.85390536803 2419.4984028747326 150 GTEX 1 50 100 1.0 0.0005 75 954 -13 2407.139770752804 2412.2685987813393 150 GTEX 1 50 100 1.0 0.0005 75 954 -14 2400.8184908452554 2419.997010437708 150 GTEX 1 50 100 1.0 0.0005 75 954 -15 2396.9005514942532 2402.9036790971068 150 GTEX 1 50 100 1.0 0.0005 75 954 -16 2393.040736102423 2444.6947954417183 150 GTEX 1 50 100 1.0 0.0005 75 954 -17 2387.7955017315494 2404.988225552519 150 GTEX 1 50 100 1.0 0.0005 75 954 -18 2381.9248379289984 2401.424651983573 150 GTEX 1 50 100 1.0 0.0005 75 954 -19 2378.5885647388627 2384.5752649343513 150 GTEX 1 50 100 1.0 0.0005 75 954 -20 2373.8242629516512 2378.5874701090183 150 GTEX 1 50 100 1.0 0.0005 75 954 -21 2372.47937750562 2373.721889481345 150 GTEX 1 50 100 1.0 0.0005 75 954 -22 2367.9001388767397 2380.461511184054 150 GTEX 1 50 100 1.0 0.0005 75 954 -23 2365.2913788315664 2375.557901708799 150 GTEX 1 50 100 1.0 0.0005 75 954 -24 2361.7163978480758 2365.2324966024535 150 GTEX 1 50 100 1.0 0.0005 75 954 -25 2360.9834163605733 2373.8357397739424 150 GTEX 1 50 100 1.0 0.0005 75 954 -26 2356.7170308033415 2362.1695737657437 150 GTEX 1 50 100 1.0 0.0005 75 954 -27 2354.895134986788 2363.098341329016 150 GTEX 1 50 100 1.0 0.0005 75 954 -28 2352.5040760678953 2359.4774137431677 150 GTEX 1 50 100 1.0 0.0005 75 954 -29 2349.4964857624263 2356.5523639867515 150 GTEX 1 50 100 1.0 0.0005 75 954 -30 2348.453995029816 2355.8656159027446 150 GTEX 1 50 100 1.0 0.0005 75 954 -31 2344.6853162475986 2355.4705193233126 150 GTEX 1 50 100 1.0 0.0005 75 954 -32 2345.2845913250467 2350.0519727119477 150 GTEX 1 50 100 1.0 0.0005 75 954 -33 2341.737056859106 2353.246336034042 150 GTEX 1 50 100 1.0 0.0005 75 954 -34 2340.186666693143 2346.218490542568 150 GTEX 1 50 100 1.0 0.0005 75 954 -35 2337.863763548296 2346.7941291141874 150 GTEX 1 50 100 1.0 0.0005 75 954 -36 2336.605913964297 2347.4977372898347 150 GTEX 1 50 100 1.0 0.0005 75 954 -37 2336.375772316831 2344.142189170924 150 GTEX 1 50 100 1.0 0.0005 75 954 -38 2333.489696347551 2340.7030214955143 150 GTEX 1 50 100 1.0 0.0005 75 954 -39 2333.0874951826904 2339.414191068352 150 GTEX 1 50 100 1.0 0.0005 75 954 -40 2330.376130443044 2344.8537463054004 150 GTEX 1 50 100 1.0 0.0005 75 954 -41 2328.9602252705945 2341.4724682710016 150 GTEX 1 50 100 1.0 0.0005 75 954 -42 2326.9355388289587 2337.3456553179954 150 GTEX 1 50 100 1.0 0.0005 75 954 -43 2326.9169354010146 2346.943687525992 150 GTEX 1 50 100 1.0 0.0005 75 954 -44 2326.094275519981 2334.6823006401496 150 GTEX 1 50 100 1.0 0.0005 75 954 -45 2325.076109801853 2332.3860814779882 150 GTEX 1 50 100 1.0 0.0005 75 954 -46 2322.917610159592 2329.480546726473 150 GTEX 1 50 100 1.0 0.0005 75 954 -47 2321.6704856136776 2329.7791525256953 150 GTEX 1 50 100 1.0 0.0005 75 954 -48 2320.8227882308693 2326.065115460878 150 GTEX 1 50 100 1.0 0.0005 75 954 -49 2318.668308927351 2327.6354739113 150 GTEX 1 50 100 1.0 0.0005 75 954 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 06a6246a1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3452.3350050617855 2835.353144772606 50 GTEX 1 100 100 0.5 0.0005 75 7955 -1 2603.618146242581 2579.7698023110743 50 GTEX 1 100 100 0.5 0.0005 75 7955 -2 2504.3173542129484 2442.6306286945996 50 GTEX 1 100 100 0.5 0.0005 75 7955 -3 2460.893146454048 2479.256060814223 50 GTEX 1 100 100 0.5 0.0005 75 7955 -4 2432.180553635738 2393.5705947005704 50 GTEX 1 100 100 0.5 0.0005 75 7955 -5 2412.150486558572 2381.999356694095 50 GTEX 1 100 100 0.5 0.0005 75 7955 -6 2395.8565825594005 2369.2627649343513 50 GTEX 1 100 100 0.5 0.0005 75 7955 -7 2384.370199504694 2372.387324460106 50 GTEX 1 100 100 0.5 0.0005 75 7955 -8 2373.434471206931 2352.1019203563155 50 GTEX 1 100 100 0.5 0.0005 75 7955 -9 2365.555803681951 2334.9677595131297 50 GTEX 1 100 100 0.5 0.0005 75 7955 -10 2358.6357979424415 2331.1167502747744 50 GTEX 1 100 100 0.5 0.0005 75 7955 -11 2352.6187819572265 2357.971269846869 50 GTEX 1 100 100 0.5 0.0005 75 7955 -12 2347.5371322236947 2320.3083361491504 50 GTEX 1 100 100 0.5 0.0005 75 7955 -13 2343.4841727400526 2319.252347184678 50 GTEX 1 100 100 0.5 0.0005 75 7955 -14 2337.937503816712 2311.7423824411835 50 GTEX 1 100 100 0.5 0.0005 75 7955 -15 2334.5052830514883 2309.47135664211 50 GTEX 1 100 100 0.5 0.0005 75 7955 -16 2330.5193081270795 2304.5738028754754 50 GTEX 1 100 100 0.5 0.0005 75 7955 -17 2329.256621814799 2306.6223757203543 50 GTEX 1 100 100 0.5 0.0005 75 7955 -18 2324.781501954569 2299.1549545694215 50 GTEX 1 100 100 0.5 0.0005 75 7955 -19 2322.166133298357 2304.0873187975285 50 GTEX 1 100 100 0.5 0.0005 75 7955 -20 2319.6670726221264 2297.6159932531787 50 GTEX 1 100 100 0.5 0.0005 75 7955 -21 2317.1839559250225 2291.3649828080443 50 GTEX 1 100 100 0.5 0.0005 75 7955 -22 2314.229102753933 2288.18572928425 50 GTEX 1 100 100 0.5 0.0005 75 7955 -23 2312.1845317069738 2288.6815598636526 50 GTEX 1 100 100 0.5 0.0005 75 7955 -24 2309.964595405834 2287.836224342027 50 GTEX 1 100 100 0.5 0.0005 75 7955 -25 2308.163037738617 2284.523582313451 50 GTEX 1 100 100 0.5 0.0005 75 7955 -26 2305.7735942688664 2284.1471717747445 50 GTEX 1 100 100 0.5 0.0005 75 7955 -27 2304.3435798210644 2280.900482989989 50 GTEX 1 100 100 0.5 0.0005 75 7955 -28 2302.986590472373 2278.282220528606 50 GTEX 1 100 100 0.5 0.0005 75 7955 -29 2301.762078346163 2281.0608991615672 50 GTEX 1 100 100 0.5 0.0005 75 7955 -30 2299.7807926134865 2276.7076662012832 50 GTEX 1 100 100 0.5 0.0005 75 7955 -31 2298.4605349916155 2275.64473408166 50 GTEX 1 100 100 0.5 0.0005 75 7955 -32 2297.004674853273 2273.558364926182 50 GTEX 1 100 100 0.5 0.0005 75 7955 -33 2295.394569288177 2273.2974166580025 50 GTEX 1 100 100 0.5 0.0005 75 7955 -34 2295.0046746985417 2271.7940655262296 50 GTEX 1 100 100 0.5 0.0005 75 7955 -35 2293.1106980322684 2270.763717361276 50 GTEX 1 100 100 0.5 0.0005 75 7955 -36 2292.2330276748758 2271.0854803165103 50 GTEX 1 100 100 0.5 0.0005 75 7955 -37 2291.074417219024 2270.5581374948015 50 GTEX 1 100 100 0.5 0.0005 75 7955 -38 2289.736106704127 2268.7165634097255 50 GTEX 1 100 100 0.5 0.0005 75 7955 -39 2288.5287433486055 2267.7414453310657 50 GTEX 1 100 100 0.5 0.0005 75 7955 -40 2287.7639723379157 2265.1000985845412 50 GTEX 1 100 100 0.5 0.0005 75 7955 -41 2287.272123725837 2265.994529579076 50 GTEX 1 100 100 0.5 0.0005 75 7955 -42 2286.183999404593 2263.5910398534043 50 GTEX 1 100 100 0.5 0.0005 75 7955 -43 2285.531113681489 2262.7936176256535 50 GTEX 1 100 100 0.5 0.0005 75 7955 -44 2284.470737243311 2265.1891013025784 50 GTEX 1 100 100 0.5 0.0005 75 7955 -45 2284.162229034079 2261.0952612583174 50 GTEX 1 100 100 0.5 0.0005 75 7955 -46 2283.4359706847636 2260.654851064936 50 GTEX 1 100 100 0.5 0.0005 75 7955 -47 2282.3596227510284 2260.2115381045032 50 GTEX 1 100 100 0.5 0.0005 75 7955 -48 2281.777828704521 2262.00003434678 50 GTEX 1 100 100 0.5 0.0005 75 7955 -49 2281.1333116124597 2257.6916601376843 50 GTEX 1 100 100 0.5 0.0005 75 7955 -50 2281.1207040843356 2258.8237430006834 50 GTEX 1 100 100 0.5 0.0005 75 7955 -51 2280.369478971361 2258.806910293637 50 GTEX 1 100 100 0.5 0.0005 75 7955 -52 2279.738167187046 2257.5876144583235 50 GTEX 1 100 100 0.5 0.0005 75 7955 -53 2279.2756495424896 2256.468554594671 50 GTEX 1 100 100 0.5 0.0005 75 7955 -54 2278.8379076970496 2256.7940418548005 50 GTEX 1 100 100 0.5 0.0005 75 7955 -55 2278.4803529592104 2256.0739750735206 50 GTEX 1 100 100 0.5 0.0005 75 7955 -56 2277.8956163051175 2258.3389321678947 50 GTEX 1 100 100 0.5 0.0005 75 7955 -57 2277.233666355209 2254.6454637186607 50 GTEX 1 100 100 0.5 0.0005 75 7955 -58 2276.694589439385 2255.9603494274297 50 GTEX 1 100 100 0.5 0.0005 75 7955 -59 2276.3073437768203 2253.851483595235 50 GTEX 1 100 100 0.5 0.0005 75 7955 -60 2276.0538419435607 2254.396811597701 50 GTEX 1 100 100 0.5 0.0005 75 7955 -61 2275.5074598409687 2252.91411726919 50 GTEX 1 100 100 0.5 0.0005 75 7955 -62 2275.0327959230913 2253.9761508027864 50 GTEX 1 100 100 0.5 0.0005 75 7955 -63 2274.4205527413897 2253.1580262854977 50 GTEX 1 100 100 0.5 0.0005 75 7955 -64 2274.836819779398 2254.7722413965957 50 GTEX 1 100 100 0.5 0.0005 75 7955 -65 2273.7477045314067 2251.438643654943 50 GTEX 1 100 100 0.5 0.0005 75 7955 -66 2273.844833739899 2252.396665855959 50 GTEX 1 100 100 0.5 0.0005 75 7955 -67 2273.382822248089 2250.593539277864 50 GTEX 1 100 100 0.5 0.0005 75 7955 -68 2273.510390663167 2252.5634589249644 50 GTEX 1 100 100 0.5 0.0005 75 7955 -69 2272.674957149671 2251.1053647813687 50 GTEX 1 100 100 0.5 0.0005 75 7955 -70 2272.6445779273563 2250.5679291119595 50 GTEX 1 100 100 0.5 0.0005 75 7955 -71 2272.6842424878855 2251.767268075689 50 GTEX 1 100 100 0.5 0.0005 75 7955 -72 2271.899509428723 2251.4297292731108 50 GTEX 1 100 100 0.5 0.0005 75 7955 -73 2271.4442391529046 2250.7606275435182 50 GTEX 1 100 100 0.5 0.0005 75 7955 -74 2272.01471486892 2251.674916082462 50 GTEX 1 100 100 0.5 0.0005 75 7955 -75 2271.764630566004 2248.6561748084005 50 GTEX 1 100 100 0.5 0.0005 75 7955 -76 2271.332252748239 2254.263944328511 50 GTEX 1 100 100 0.5 0.0005 75 7955 -77 2270.58386987364 2248.666108454135 50 GTEX 1 100 100 0.5 0.0005 75 7955 -78 2270.645344596485 2250.2390939690767 50 GTEX 1 100 100 0.5 0.0005 75 7955 -79 2270.8090177918607 2249.1452752755167 50 GTEX 1 100 100 0.5 0.0005 75 7955 -80 2270.0816972361226 2251.0078008963583 50 GTEX 1 100 100 0.5 0.0005 75 7955 -81 2270.1432049167915 2249.149559804242 50 GTEX 1 100 100 0.5 0.0005 75 7955 -82 2270.4736993212855 2249.2632360422112 50 GTEX 1 100 100 0.5 0.0005 75 7955 -83 2269.681031936802 2249.509257385486 50 GTEX 1 100 100 0.5 0.0005 75 7955 -84 2269.621206652467 2248.6706510478552 50 GTEX 1 100 100 0.5 0.0005 75 7955 -85 2269.5441789829556 2247.738342981375 50 GTEX 1 100 100 0.5 0.0005 75 7955 -86 2269.097993461663 2247.0450068136583 50 GTEX 1 100 100 0.5 0.0005 75 7955 -87 2269.4270264265015 2246.9440955100404 50 GTEX 1 100 100 0.5 0.0005 75 7955 -88 2268.4232008174367 2247.6501200280713 50 GTEX 1 100 100 0.5 0.0005 75 7955 -89 2268.9500698251986 2246.9285545204075 50 GTEX 1 100 100 0.5 0.0005 75 7955 -90 2268.7800857481084 2247.429210358246 50 GTEX 1 100 100 0.5 0.0005 75 7955 -91 2268.4435898734587 2251.7527932286716 50 GTEX 1 100 100 0.5 0.0005 75 7955 -92 2268.4891339240917 2248.0547478389376 50 GTEX 1 100 100 0.5 0.0005 75 7955 -93 2268.0151610373946 2246.6247066599335 50 GTEX 1 100 100 0.5 0.0005 75 7955 -94 2267.6114037371594 2246.8031999131117 50 GTEX 1 100 100 0.5 0.0005 75 7955 -95 2268.2734727787974 2245.817243104652 50 GTEX 1 100 100 0.5 0.0005 75 7955 -96 2268.369100291638 2246.330093905953 50 GTEX 1 100 100 0.5 0.0005 75 7955 -97 2267.6968587583433 2245.0596826357532 50 GTEX 1 100 100 0.5 0.0005 75 7955 -98 2266.9676264425107 2246.216921266041 50 GTEX 1 100 100 0.5 0.0005 75 7955 -99 2267.5838867651696 2247.433543158121 50 GTEX 1 100 100 0.5 0.0005 75 7955 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index 065e5097e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3449.253186851365 3123.8178594901083 50 GTEX 1 100 100 0.0 0.0005 75 1963 -1 2602.639600419137 2554.858508440025 50 GTEX 1 100 100 0.0 0.0005 75 1963 -2 2504.7318482335018 2498.0976938457998 50 GTEX 1 100 100 0.0 0.0005 75 1963 -3 2462.2242289416527 2457.7303712794082 50 GTEX 1 100 100 0.0 0.0005 75 1963 -4 2431.2742261668 2442.492729622148 50 GTEX 1 100 100 0.0 0.0005 75 1963 -5 2409.560252678713 2417.707844897368 50 GTEX 1 100 100 0.0 0.0005 75 1963 -6 2393.7923748644553 2408.07007857058 50 GTEX 1 100 100 0.0 0.0005 75 1963 -7 2382.548829388641 2398.6520406628742 50 GTEX 1 100 100 0.0 0.0005 75 1963 -8 2372.639727479542 2381.0321058846243 50 GTEX 1 100 100 0.0 0.0005 75 1963 -9 2363.0303897956387 2379.54037603226 50 GTEX 1 100 100 0.0 0.0005 75 1963 -10 2356.077553705264 2366.2917930690055 50 GTEX 1 100 100 0.0 0.0005 75 1963 -11 2348.471593759903 2360.4130307041646 50 GTEX 1 100 100 0.0 0.0005 75 1963 -12 2343.4401043643793 2358.985724271477 50 GTEX 1 100 100 0.0 0.0005 75 1963 -13 2339.4752307769754 2350.0259155737585 50 GTEX 1 100 100 0.0 0.0005 75 1963 -14 2335.0021853512944 2357.0517146469524 50 GTEX 1 100 100 0.0 0.0005 75 1963 -15 2332.1173677880647 2348.878943381654 50 GTEX 1 100 100 0.0 0.0005 75 1963 -16 2327.432980909838 2341.5455210870664 50 GTEX 1 100 100 0.0 0.0005 75 1963 -17 2324.169106439639 2338.11678833472 50 GTEX 1 100 100 0.0 0.0005 75 1963 -18 2321.232860745303 2345.0592992514257 50 GTEX 1 100 100 0.0 0.0005 75 1963 -19 2318.5820692623884 2330.5692078332936 50 GTEX 1 100 100 0.0 0.0005 75 1963 -20 2315.5124440026457 2331.928632961027 50 GTEX 1 100 100 0.0 0.0005 75 1963 -21 2313.6504389528263 2325.832969288409 50 GTEX 1 100 100 0.0 0.0005 75 1963 -22 2311.30365404786 2332.6307786136526 50 GTEX 1 100 100 0.0 0.0005 75 1963 -23 2308.392567938505 2323.158188736484 50 GTEX 1 100 100 0.0 0.0005 75 1963 -24 2307.051693495745 2321.0882299154882 50 GTEX 1 100 100 0.0 0.0005 75 1963 -25 2304.9177246867407 2319.7806094789685 50 GTEX 1 100 100 0.0 0.0005 75 1963 -26 2302.2084326280187 2315.975002042241 50 GTEX 1 100 100 0.0 0.0005 75 1963 -27 2301.3354218312625 2323.1707109226472 50 GTEX 1 100 100 0.0 0.0005 75 1963 -28 2298.9691595744594 2317.1748682754574 50 GTEX 1 100 100 0.0 0.0005 75 1963 -29 2297.0009715595124 2311.4264004203305 50 GTEX 1 100 100 0.0 0.0005 75 1963 -30 2295.9974531055036 2311.9922956459422 50 GTEX 1 100 100 0.0 0.0005 75 1963 -31 2294.545148247283 2310.513311233811 50 GTEX 1 100 100 0.0 0.0005 75 1963 -32 2293.1211846290075 2308.9487713135695 50 GTEX 1 100 100 0.0 0.0005 75 1963 -33 2292.1603529653994 2307.3809582380286 50 GTEX 1 100 100 0.0 0.0005 75 1963 -34 2290.8591032397903 2307.2208989944747 50 GTEX 1 100 100 0.0 0.0005 75 1963 -35 2289.336729080911 2305.544205234078 50 GTEX 1 100 100 0.0 0.0005 75 1963 -36 2288.0115481584467 2303.672710462215 50 GTEX 1 100 100 0.0 0.0005 75 1963 -37 2287.452107021017 2301.8472584771566 50 GTEX 1 100 100 0.0 0.0005 75 1963 -38 2286.0171310797127 2301.8462480320222 50 GTEX 1 100 100 0.0 0.0005 75 1963 -39 2285.384938821201 2305.654280629901 50 GTEX 1 100 100 0.0 0.0005 75 1963 -40 2284.5349210580175 2300.2667649417776 50 GTEX 1 100 100 0.0 0.0005 75 1963 -41 2283.3915921754515 2297.902497846364 50 GTEX 1 100 100 0.0 0.0005 75 1963 -42 2282.455567360428 2297.8512287792596 50 GTEX 1 100 100 0.0 0.0005 75 1963 -43 2281.0415571339095 2298.2094652299193 50 GTEX 1 100 100 0.0 0.0005 75 1963 -44 2280.9808173086444 2297.314351941243 50 GTEX 1 100 100 0.0 0.0005 75 1963 -45 2280.020835559749 2297.691195527864 50 GTEX 1 100 100 0.0 0.0005 75 1963 -46 2279.565103745453 2295.8743126002555 50 GTEX 1 100 100 0.0 0.0005 75 1963 -47 2279.0680480292976 2294.5147565834422 50 GTEX 1 100 100 0.0 0.0005 75 1963 -48 2278.3688854855395 2293.0302627621495 50 GTEX 1 100 100 0.0 0.0005 75 1963 -49 2277.3200160858937 2293.7946656665877 50 GTEX 1 100 100 0.0 0.0005 75 1963 -50 2276.896246036809 2294.358946593542 50 GTEX 1 100 100 0.0 0.0005 75 1963 -51 2276.666295508617 2293.100681551509 50 GTEX 1 100 100 0.0 0.0005 75 1963 -52 2275.7237500732394 2291.038605780656 50 GTEX 1 100 100 0.0 0.0005 75 1963 -53 2274.9772679598996 2291.583630695996 50 GTEX 1 100 100 0.0 0.0005 75 1963 -54 2274.8288997409586 2293.771640327947 50 GTEX 1 100 100 0.0 0.0005 75 1963 -55 2274.5476482967974 2291.4112924786123 50 GTEX 1 100 100 0.0 0.0005 75 1963 -56 2273.9109868748433 2290.414398077323 50 GTEX 1 100 100 0.0 0.0005 75 1963 -57 2272.973520219496 2288.6620573906844 50 GTEX 1 100 100 0.0 0.0005 75 1963 -58 2272.6602480573965 2290.3015870068916 50 GTEX 1 100 100 0.0 0.0005 75 1963 -59 2272.4810817448933 2288.478558326402 50 GTEX 1 100 100 0.0 0.0005 75 1963 -60 2272.4289501525036 2288.9978551828362 50 GTEX 1 100 100 0.0 0.0005 75 1963 -61 2271.807458974472 2286.9338829127555 50 GTEX 1 100 100 0.0 0.0005 75 1963 -62 2271.6344878560476 2287.3127589932865 50 GTEX 1 100 100 0.0 0.0005 75 1963 -63 2271.2885505706085 2288.4450516501306 50 GTEX 1 100 100 0.0 0.0005 75 1963 -64 2270.5289079829936 2288.0647269709484 50 GTEX 1 100 100 0.0 0.0005 75 1963 -65 2270.7500979450824 2285.001876076818 50 GTEX 1 100 100 0.0 0.0005 75 1963 -66 2269.972456182083 2285.7073788951107 50 GTEX 1 100 100 0.0 0.0005 75 1963 -67 2269.707410239186 2287.405864294944 50 GTEX 1 100 100 0.0 0.0005 75 1963 -68 2269.154654408075 2284.8215215994833 50 GTEX 1 100 100 0.0 0.0005 75 1963 -69 2269.433168135035 2284.783857106256 50 GTEX 1 100 100 0.0 0.0005 75 1963 -70 2269.024405732784 2285.917590471275 50 GTEX 1 100 100 0.0 0.0005 75 1963 -71 2268.335760151835 2283.805453340364 50 GTEX 1 100 100 0.0 0.0005 75 1963 -72 2267.9753718921647 2284.1147586256834 50 GTEX 1 100 100 0.0 0.0005 75 1963 -73 2267.964669702775 2284.608344132456 50 GTEX 1 100 100 0.0 0.0005 75 1963 -74 2267.695811354574 2283.7154898407794 50 GTEX 1 100 100 0.0 0.0005 75 1963 -75 2267.988902600398 2284.8846314869 50 GTEX 1 100 100 0.0 0.0005 75 1963 -76 2267.6470533487623 2283.3176961108306 50 GTEX 1 100 100 0.0 0.0005 75 1963 -77 2267.4719513961327 2283.640113511466 50 GTEX 1 100 100 0.0 0.0005 75 1963 -78 2266.768623981454 2283.1959646246733 50 GTEX 1 100 100 0.0 0.0005 75 1963 -79 2266.79071652888 2286.675065073224 50 GTEX 1 100 100 0.0 0.0005 75 1963 -80 2266.3983856907134 2282.7504033425917 50 GTEX 1 100 100 0.0 0.0005 75 1963 -81 2266.688733313748 2283.9776240011583 50 GTEX 1 100 100 0.0 0.0005 75 1963 -82 2266.1363840914078 2280.7797531301985 50 GTEX 1 100 100 0.0 0.0005 75 1963 -83 2265.682857124584 2282.333794539419 50 GTEX 1 100 100 0.0 0.0005 75 1963 -84 2266.1236550474264 2281.506013471364 50 GTEX 1 100 100 0.0 0.0005 75 1963 -85 2265.9984864415947 2280.4878064289746 50 GTEX 1 100 100 0.0 0.0005 75 1963 -86 2264.9689013532616 2280.8751907638725 50 GTEX 1 100 100 0.0 0.0005 75 1963 -87 2265.157391067945 2281.1407684210135 50 GTEX 1 100 100 0.0 0.0005 75 1963 -88 2265.1571395775704 2281.246643762625 50 GTEX 1 100 100 0.0 0.0005 75 1963 -89 2264.793506467986 2280.7548907029764 50 GTEX 1 100 100 0.0 0.0005 75 1963 -90 2264.8554835526534 2280.7254852178885 50 GTEX 1 100 100 0.0 0.0005 75 1963 -91 2264.4433765244153 2279.9122453696828 50 GTEX 1 100 100 0.0 0.0005 75 1963 -92 2264.244367332535 2279.9411983127375 50 GTEX 1 100 100 0.0 0.0005 75 1963 -93 2264.3079822250565 2280.3014524046457 50 GTEX 1 100 100 0.0 0.0005 75 1963 -94 2264.194385348447 2281.2274049244 50 GTEX 1 100 100 0.0 0.0005 75 1963 -95 2264.2270061669815 2281.182224520259 50 GTEX 1 100 100 0.0 0.0005 75 1963 -96 2264.1872861609736 2279.952339665518 50 GTEX 1 100 100 0.0 0.0005 75 1963 -97 2263.642330992898 2280.4952940270023 50 GTEX 1 100 100 0.0 0.0005 75 1963 -98 2263.875776081966 2278.920017953155 50 GTEX 1 100 100 0.0 0.0005 75 1963 -99 2263.5974482649845 2279.8258098413735 50 GTEX 1 100 100 0.0 0.0005 75 1963 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index 89ce54970..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3457.395650294485 3106.8064303670094 50 GTEX 1 100 100 1.0 0.0005 75 1873 -1 2606.331885621806 2575.909368130644 50 GTEX 1 100 100 1.0 0.0005 75 1873 -2 2504.472892370372 2556.838891323075 50 GTEX 1 100 100 1.0 0.0005 75 1873 -3 2458.705682068097 2448.571634386882 50 GTEX 1 100 100 1.0 0.0005 75 1873 -4 2426.8306633197885 2429.2008924593038 50 GTEX 1 100 100 1.0 0.0005 75 1873 -5 2406.823753678485 2425.9619238095593 50 GTEX 1 100 100 1.0 0.0005 75 1873 -6 2392.106073054137 2401.722176323372 50 GTEX 1 100 100 1.0 0.0005 75 1873 -7 2380.337407759355 2393.2865519360444 50 GTEX 1 100 100 1.0 0.0005 75 1873 -8 2371.520477794576 2391.7312814690767 50 GTEX 1 100 100 1.0 0.0005 75 1873 -9 2361.8357609512814 2375.20391915325 50 GTEX 1 100 100 1.0 0.0005 75 1873 -10 2355.500136550608 2368.715528829016 50 GTEX 1 100 100 1.0 0.0005 75 1873 -11 2349.315184076925 2362.57490986291 50 GTEX 1 100 100 1.0 0.0005 75 1873 -12 2344.3251440963513 2359.6244212103434 50 GTEX 1 100 100 1.0 0.0005 75 1873 -13 2340.3566403258524 2353.1972749079137 50 GTEX 1 100 100 1.0 0.0005 75 1873 -14 2336.458013357048 2357.1058521343275 50 GTEX 1 100 100 1.0 0.0005 75 1873 -15 2331.097615349289 2351.028015368792 50 GTEX 1 100 100 1.0 0.0005 75 1873 -16 2327.961834401531 2339.126676494178 50 GTEX 1 100 100 1.0 0.0005 75 1873 -17 2324.071937465134 2339.8707377502674 50 GTEX 1 100 100 1.0 0.0005 75 1873 -18 2321.867077846896 2339.207322269338 50 GTEX 1 100 100 1.0 0.0005 75 1873 -19 2318.4416766176255 2339.2109193983188 50 GTEX 1 100 100 1.0 0.0005 75 1873 -20 2315.7651097180915 2334.351096497742 50 GTEX 1 100 100 1.0 0.0005 75 1873 -21 2313.009777461965 2328.007356708947 50 GTEX 1 100 100 1.0 0.0005 75 1873 -22 2310.8080933481106 2330.396994935242 50 GTEX 1 100 100 1.0 0.0005 75 1873 -23 2308.5259832984807 2324.9603067260277 50 GTEX 1 100 100 1.0 0.0005 75 1873 -24 2306.4016301280103 2322.893637769576 50 GTEX 1 100 100 1.0 0.0005 75 1873 -25 2303.510188893203 2318.9995140394785 50 GTEX 1 100 100 1.0 0.0005 75 1873 -26 2301.7164704945467 2318.8860072146804 50 GTEX 1 100 100 1.0 0.0005 75 1873 -27 2300.140412295672 2316.173905173182 50 GTEX 1 100 100 1.0 0.0005 75 1873 -28 2298.5996525966843 2316.118525631981 50 GTEX 1 100 100 1.0 0.0005 75 1873 -29 2297.5754594134974 2311.2653246977484 50 GTEX 1 100 100 1.0 0.0005 75 1873 -30 2295.87978262381 2317.351896684886 50 GTEX 1 100 100 1.0 0.0005 75 1873 -31 2293.6412497544925 2312.221886696471 50 GTEX 1 100 100 1.0 0.0005 75 1873 -32 2293.5471191664137 2308.6245780915815 50 GTEX 1 100 100 1.0 0.0005 75 1873 -33 2291.6513339975786 2307.5598339472435 50 GTEX 1 100 100 1.0 0.0005 75 1873 -34 2290.235937479369 2305.79818853226 50 GTEX 1 100 100 1.0 0.0005 75 1873 -35 2288.764815367073 2304.1363065886408 50 GTEX 1 100 100 1.0 0.0005 75 1873 -36 2287.6051109590385 2304.595546243762 50 GTEX 1 100 100 1.0 0.0005 75 1873 -37 2287.003325026655 2302.3333471029882 50 GTEX 1 100 100 1.0 0.0005 75 1873 -38 2286.125570082672 2302.7805198988535 50 GTEX 1 100 100 1.0 0.0005 75 1873 -39 2284.6839705471557 2299.9740403324026 50 GTEX 1 100 100 1.0 0.0005 75 1873 -40 2284.0608764016615 2298.925088280507 50 GTEX 1 100 100 1.0 0.0005 75 1873 -41 2283.563839072774 2301.6054506483188 50 GTEX 1 100 100 1.0 0.0005 75 1873 -42 2282.8680877798374 2299.3409010738474 50 GTEX 1 100 100 1.0 0.0005 75 1873 -43 2281.7591892756996 2299.269443990613 50 GTEX 1 100 100 1.0 0.0005 75 1873 -44 2281.0354702261393 2296.674571686371 50 GTEX 1 100 100 1.0 0.0005 75 1873 -45 2280.261029266135 2296.79995274997 50 GTEX 1 100 100 1.0 0.0005 75 1873 -46 2279.309930037606 2296.689400212393 50 GTEX 1 100 100 1.0 0.0005 75 1873 -47 2278.7061855646175 2295.0083416260695 50 GTEX 1 100 100 1.0 0.0005 75 1873 -48 2278.090161336542 2297.3502754240435 50 GTEX 1 100 100 1.0 0.0005 75 1873 -49 2277.7431252506653 2293.491565544796 50 GTEX 1 100 100 1.0 0.0005 75 1873 -50 2276.939900815002 2292.6432502079374 50 GTEX 1 100 100 1.0 0.0005 75 1873 -51 2275.705881542876 2295.5925826736275 50 GTEX 1 100 100 1.0 0.0005 75 1873 -52 2275.6992216899 2291.182176249109 50 GTEX 1 100 100 1.0 0.0005 75 1873 -53 2275.03879808954 2293.3492185643418 50 GTEX 1 100 100 1.0 0.0005 75 1873 -54 2275.147761168318 2291.582033106583 50 GTEX 1 100 100 1.0 0.0005 75 1873 -55 2274.5182901480966 2291.4789649180134 50 GTEX 1 100 100 1.0 0.0005 75 1873 -56 2273.814993112382 2289.615215809173 50 GTEX 1 100 100 1.0 0.0005 75 1873 -57 2273.339096267586 2290.2397706934707 50 GTEX 1 100 100 1.0 0.0005 75 1873 -58 2273.089013486197 2290.6382258310064 50 GTEX 1 100 100 1.0 0.0005 75 1873 -59 2271.971429331824 2290.1518814609076 50 GTEX 1 100 100 1.0 0.0005 75 1873 -60 2272.111645531022 2289.5346299088046 50 GTEX 1 100 100 1.0 0.0005 75 1873 -61 2272.2946540862335 2287.6699209467088 50 GTEX 1 100 100 1.0 0.0005 75 1873 -62 2271.256391084243 2287.6464342472673 50 GTEX 1 100 100 1.0 0.0005 75 1873 -63 2271.3104257201826 2290.767956403725 50 GTEX 1 100 100 1.0 0.0005 75 1873 -64 2270.2533883118663 2286.750012996079 50 GTEX 1 100 100 1.0 0.0005 75 1873 -65 2270.6081999168987 2289.270817861811 50 GTEX 1 100 100 1.0 0.0005 75 1873 -66 2270.2534820018304 2288.1780476733306 50 GTEX 1 100 100 1.0 0.0005 75 1873 -67 2269.796742498201 2286.552552894041 50 GTEX 1 100 100 1.0 0.0005 75 1873 -68 2269.230820970625 2288.1187888025784 50 GTEX 1 100 100 1.0 0.0005 75 1873 -69 2268.95087460987 2285.2359331370308 50 GTEX 1 100 100 1.0 0.0005 75 1873 -70 2268.870483024503 2285.5220877643774 50 GTEX 1 100 100 1.0 0.0005 75 1873 -71 2268.37777848897 2286.822846271239 50 GTEX 1 100 100 1.0 0.0005 75 1873 -72 2268.3177546582456 2284.852168210106 50 GTEX 1 100 100 1.0 0.0005 75 1873 -73 2268.1815442788106 2285.2334991571115 50 GTEX 1 100 100 1.0 0.0005 75 1873 -74 2267.3729456289775 2284.2214907802104 50 GTEX 1 100 100 1.0 0.0005 75 1873 -75 2267.5114997532546 2285.3043974089533 50 GTEX 1 100 100 1.0 0.0005 75 1873 -76 2267.9773449517484 2284.449715850018 50 GTEX 1 100 100 1.0 0.0005 75 1873 -77 2267.3180173537644 2287.705187663379 50 GTEX 1 100 100 1.0 0.0005 75 1873 -78 2266.978689465916 2283.416583739306 50 GTEX 1 100 100 1.0 0.0005 75 1873 -79 2267.0409761684505 2283.343187455442 50 GTEX 1 100 100 1.0 0.0005 75 1873 -80 2266.2966778977716 2282.4072715846305 50 GTEX 1 100 100 1.0 0.0005 75 1873 -81 2265.895869445962 2282.7388813903576 50 GTEX 1 100 100 1.0 0.0005 75 1873 -82 2266.1103347999133 2284.15673828125 50 GTEX 1 100 100 1.0 0.0005 75 1873 -83 2266.013162034485 2283.9217255450926 50 GTEX 1 100 100 1.0 0.0005 75 1873 -84 2266.0250900331416 2282.435984564371 50 GTEX 1 100 100 1.0 0.0005 75 1873 -85 2265.45059312736 2281.6956773185007 50 GTEX 1 100 100 1.0 0.0005 75 1873 -86 2265.3453839911417 2282.8990924095474 50 GTEX 1 100 100 1.0 0.0005 75 1873 -87 2264.934374783376 2281.220033362791 50 GTEX 1 100 100 1.0 0.0005 75 1873 -88 2265.6945946228925 2283.6171410854326 50 GTEX 1 100 100 1.0 0.0005 75 1873 -89 2264.7490791408645 2281.62897819258 50 GTEX 1 100 100 1.0 0.0005 75 1873 -90 2264.7951767178915 2282.4675854585016 50 GTEX 1 100 100 1.0 0.0005 75 1873 -91 2264.855224042026 2282.320950700303 50 GTEX 1 100 100 1.0 0.0005 75 1873 -92 2264.715418345676 2281.5843320201107 50 GTEX 1 100 100 1.0 0.0005 75 1873 -93 2264.5075045841804 2282.667972927311 50 GTEX 1 100 100 1.0 0.0005 75 1873 -94 2264.829063782209 2281.314047925826 50 GTEX 1 100 100 1.0 0.0005 75 1873 -95 2264.2150931772867 2281.411969667152 50 GTEX 1 100 100 1.0 0.0005 75 1873 -96 2264.0336755462645 2281.179830456868 50 GTEX 1 100 100 1.0 0.0005 75 1873 -97 2263.5968346253762 2281.128719199293 50 GTEX 1 100 100 1.0 0.0005 75 1873 -98 2263.198116416524 2279.726955167241 50 GTEX 1 100 100 1.0 0.0005 75 1873 -99 2263.4220452047243 2280.303333122921 50 GTEX 1 100 100 1.0 0.0005 75 1873 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 691a88b70..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3451.25991994395 3054.2695117558815 50 GTEX 1 50 100 0.5 0.0005 75 2906 -1 2608.5829790840057 2527.186459385397 50 GTEX 1 50 100 0.5 0.0005 75 2906 -2 2515.9779502616407 2465.869582027537 50 GTEX 1 50 100 0.5 0.0005 75 2906 -3 2466.0008473358525 2449.089732122965 50 GTEX 1 50 100 0.5 0.0005 75 2906 -4 2435.104620098929 2415.2234601503087 50 GTEX 1 50 100 0.5 0.0005 75 2906 -5 2415.228960890874 2388.025768903725 50 GTEX 1 50 100 0.5 0.0005 75 2906 -6 2396.5472650267047 2379.7351677608126 50 GTEX 1 50 100 0.5 0.0005 75 2906 -7 2386.3375758494144 2361.3809737869087 50 GTEX 1 50 100 0.5 0.0005 75 2906 -8 2374.2393025815004 2357.861466904557 50 GTEX 1 50 100 0.5 0.0005 75 2906 -9 2366.1508510803565 2343.822308558475 50 GTEX 1 50 100 0.5 0.0005 75 2906 -10 2358.418186173641 2336.0802326855096 50 GTEX 1 50 100 0.5 0.0005 75 2906 -11 2353.976189932174 2336.8851104852365 50 GTEX 1 50 100 0.5 0.0005 75 2906 -12 2348.4996009988645 2330.922523179435 50 GTEX 1 50 100 0.5 0.0005 75 2906 -13 2343.7843658553643 2325.3466430199915 50 GTEX 1 50 100 0.5 0.0005 75 2906 -14 2338.079790736902 2321.238514251129 50 GTEX 1 50 100 0.5 0.0005 75 2906 -15 2334.36675463844 2314.120747033181 50 GTEX 1 50 100 0.5 0.0005 75 2906 -16 2331.2817344903265 2312.0437248433045 50 GTEX 1 50 100 0.5 0.0005 75 2906 -17 2327.626041317661 2308.631517533567 50 GTEX 1 50 100 0.5 0.0005 75 2906 -18 2325.5541025115203 2309.6643746379664 50 GTEX 1 50 100 0.5 0.0005 75 2906 -19 2322.4576908706726 2311.5941514860087 50 GTEX 1 50 100 0.5 0.0005 75 2906 -20 2319.9310202545685 2313.510825269576 50 GTEX 1 50 100 0.5 0.0005 75 2906 -21 2316.738367693369 2300.713429498129 50 GTEX 1 50 100 0.5 0.0005 75 2906 -22 2314.999332900635 2296.8457393283625 50 GTEX 1 50 100 0.5 0.0005 75 2906 -23 2311.6795407886852 2297.097073979251 50 GTEX 1 50 100 0.5 0.0005 75 2906 -24 2310.4724726352065 2291.487769993539 50 GTEX 1 50 100 0.5 0.0005 75 2906 -25 2308.0781822248914 2296.012540287845 50 GTEX 1 50 100 0.5 0.0005 75 2906 -26 2306.14357560205 2293.087425551034 50 GTEX 1 50 100 0.5 0.0005 75 2906 -27 2304.1896141489847 2287.2558839747207 50 GTEX 1 50 100 0.5 0.0005 75 2906 -28 2302.929244323002 2285.1965436464025 50 GTEX 1 50 100 0.5 0.0005 75 2906 -29 2300.5719854061313 2284.4217325072777 50 GTEX 1 50 100 0.5 0.0005 75 2906 -30 2299.5050360225405 2281.8022405240017 50 GTEX 1 50 100 0.5 0.0005 75 2906 -31 2298.092927163312 2285.7748317936075 50 GTEX 1 50 100 0.5 0.0005 75 2906 -32 2296.5132884501754 2282.2139883295213 50 GTEX 1 50 100 0.5 0.0005 75 2906 -33 2294.8452588906694 2281.3074795683074 50 GTEX 1 50 100 0.5 0.0005 75 2906 -34 2293.7416345667434 2278.547707677341 50 GTEX 1 50 100 0.5 0.0005 75 2906 -35 2292.9284305638994 2275.5387297075513 50 GTEX 1 50 100 0.5 0.0005 75 2906 -36 2291.1598767790006 2276.185444298806 50 GTEX 1 50 100 0.5 0.0005 75 2906 -37 2290.2939795081766 2274.7462114109285 50 GTEX 1 50 100 0.5 0.0005 75 2906 -38 2289.6870457339064 2274.5630964271922 50 GTEX 1 50 100 0.5 0.0005 75 2906 -39 2288.3703261782707 2273.7299082940976 50 GTEX 1 50 100 0.5 0.0005 75 2906 -40 2287.548086212922 2273.1404783299668 50 GTEX 1 50 100 0.5 0.0005 75 2906 -41 2286.9819818957876 2272.7173311066717 50 GTEX 1 50 100 0.5 0.0005 75 2906 -42 2285.8043298379816 2269.479084435525 50 GTEX 1 50 100 0.5 0.0005 75 2906 -43 2284.9542061094626 2271.605711498188 50 GTEX 1 50 100 0.5 0.0005 75 2906 -44 2284.251963182552 2267.385892106553 50 GTEX 1 50 100 0.5 0.0005 75 2906 -45 2283.7995120385285 2276.4244356916884 50 GTEX 1 50 100 0.5 0.0005 75 2906 -46 2282.669523982774 2267.1871054761764 50 GTEX 1 50 100 0.5 0.0005 75 2906 -47 2282.2257991833885 2266.6914308497207 50 GTEX 1 50 100 0.5 0.0005 75 2906 -48 2281.566665219067 2266.2492142013725 50 GTEX 1 50 100 0.5 0.0005 75 2906 -49 2281.332874485466 2266.1183863882784 50 GTEX 1 50 100 0.5 0.0005 75 2906 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index 0d46fb7c8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3450.791519173098 2977.5801071341048 50 GTEX 1 50 100 0.0 0.0005 75 1895 -1 2603.326285215873 2525.7881727327413 50 GTEX 1 50 100 0.0 0.0005 75 1895 -2 2506.6023864971744 2570.475470365227 50 GTEX 1 50 100 0.0 0.0005 75 1895 -3 2459.534966239635 2449.6624361335553 50 GTEX 1 50 100 0.0 0.0005 75 1895 -4 2429.824128979902 2413.9734548126335 50 GTEX 1 50 100 0.0 0.0005 75 1895 -5 2408.432492448068 2401.572448266323 50 GTEX 1 50 100 0.0 0.0005 75 1895 -6 2394.7719291766794 2427.454295111246 50 GTEX 1 50 100 0.0 0.0005 75 1895 -7 2380.3474153071606 2376.893917185272 50 GTEX 1 50 100 0.0 0.0005 75 1895 -8 2370.5531337887533 2369.1938464958857 50 GTEX 1 50 100 0.0 0.0005 75 1895 -9 2363.9881195555117 2367.2272188019842 50 GTEX 1 50 100 0.0 0.0005 75 1895 -10 2356.925015174009 2354.1195035869177 50 GTEX 1 50 100 0.0 0.0005 75 1895 -11 2350.900004053967 2351.3735344600314 50 GTEX 1 50 100 0.0 0.0005 75 1895 -12 2344.4595218608883 2352.3553905414537 50 GTEX 1 50 100 0.0 0.0005 75 1895 -13 2341.587256715556 2338.0138547483957 50 GTEX 1 50 100 0.0 0.0005 75 1895 -14 2337.3225708588056 2345.1956875297055 50 GTEX 1 50 100 0.0 0.0005 75 1895 -15 2332.2653605379624 2331.7426709077204 50 GTEX 1 50 100 0.0 0.0005 75 1895 -16 2327.7487415423725 2330.156848283775 50 GTEX 1 50 100 0.0 0.0005 75 1895 -17 2325.5597305628266 2326.4257158054597 50 GTEX 1 50 100 0.0 0.0005 75 1895 -18 2322.7982000695674 2325.341455960002 50 GTEX 1 50 100 0.0 0.0005 75 1895 -19 2318.8516779297493 2343.017305439416 50 GTEX 1 50 100 0.0 0.0005 75 1895 -20 2317.123389553845 2317.6544530600195 50 GTEX 1 50 100 0.0 0.0005 75 1895 -21 2314.649312300706 2316.4813671039537 50 GTEX 1 50 100 0.0 0.0005 75 1895 -22 2312.34350356419 2312.1219621665578 50 GTEX 1 50 100 0.0 0.0005 75 1895 -23 2309.1612493253706 2312.649605986737 50 GTEX 1 50 100 0.0 0.0005 75 1895 -24 2307.4036215490733 2315.02865728226 50 GTEX 1 50 100 0.0 0.0005 75 1895 -25 2306.0769903276264 2308.531024425202 50 GTEX 1 50 100 0.0 0.0005 75 1895 -26 2303.4193084417007 2304.8342691283715 50 GTEX 1 50 100 0.0 0.0005 75 1895 -27 2301.8139684283647 2302.8427388586474 50 GTEX 1 50 100 0.0 0.0005 75 1895 -28 2300.4975699407314 2304.0724768112823 50 GTEX 1 50 100 0.0 0.0005 75 1895 -29 2298.1492635086847 2299.9660451910795 50 GTEX 1 50 100 0.0 0.0005 75 1895 -30 2297.138916608763 2301.53321867388 50 GTEX 1 50 100 0.0 0.0005 75 1895 -31 2295.7665936196126 2298.450882248099 50 GTEX 1 50 100 0.0 0.0005 75 1895 -32 2294.4636449671802 2295.2731235054507 50 GTEX 1 50 100 0.0 0.0005 75 1895 -33 2292.570150547626 2297.6088570134266 50 GTEX 1 50 100 0.0 0.0005 75 1895 -34 2292.3375220544062 2296.4437369575066 50 GTEX 1 50 100 0.0 0.0005 75 1895 -35 2290.906661328084 2291.4449086932627 50 GTEX 1 50 100 0.0 0.0005 75 1895 -36 2289.480845727676 2292.8866396131625 50 GTEX 1 50 100 0.0 0.0005 75 1895 -37 2288.2498594521594 2294.7493142247654 50 GTEX 1 50 100 0.0 0.0005 75 1895 -38 2287.3581675006353 2288.6792553803766 50 GTEX 1 50 100 0.0 0.0005 75 1895 -39 2286.497938795 2288.9288729243403 50 GTEX 1 50 100 0.0 0.0005 75 1895 -40 2285.7115572515054 2287.2634760055253 50 GTEX 1 50 100 0.0 0.0005 75 1895 -41 2284.6865230764597 2287.8293317787547 50 GTEX 1 50 100 0.0 0.0005 75 1895 -42 2283.631433480693 2286.542700705873 50 GTEX 1 50 100 0.0 0.0005 75 1895 -43 2282.71303687212 2290.7050108238773 50 GTEX 1 50 100 0.0 0.0005 75 1895 -44 2282.0639567977087 2284.7617233914566 50 GTEX 1 50 100 0.0 0.0005 75 1895 -45 2281.3731074524085 2285.622448591225 50 GTEX 1 50 100 0.0 0.0005 75 1895 -46 2280.643003069462 2283.907308020066 50 GTEX 1 50 100 0.0 0.0005 75 1895 -47 2280.06577190215 2282.5045179939993 50 GTEX 1 50 100 0.0 0.0005 75 1895 -48 2279.1333329396275 2284.132985394264 50 GTEX 1 50 100 0.0 0.0005 75 1895 -49 2279.068630000512 2281.9767746145735 50 GTEX 1 50 100 0.0 0.0005 75 1895 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index 1488d8c8c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0005lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3454.547350644839 2773.9758579268655 50 GTEX 1 50 100 1.0 0.0005 75 7320 -1 2605.2319411755966 2534.021242090958 50 GTEX 1 50 100 1.0 0.0005 75 7320 -2 2502.041982078371 2471.033567015209 50 GTEX 1 50 100 1.0 0.0005 75 7320 -3 2459.3535081463074 2443.466048672172 50 GTEX 1 50 100 1.0 0.0005 75 7320 -4 2426.9864151615066 2416.1414539641755 50 GTEX 1 50 100 1.0 0.0005 75 7320 -5 2407.354894824827 2397.647066877822 50 GTEX 1 50 100 1.0 0.0005 75 7320 -6 2393.3584318595185 2383.198749034577 50 GTEX 1 50 100 1.0 0.0005 75 7320 -7 2380.033241550006 2376.915272063629 50 GTEX 1 50 100 1.0 0.0005 75 7320 -8 2371.8195692469153 2371.94905351414 50 GTEX 1 50 100 1.0 0.0005 75 7320 -9 2363.1872074283942 2360.099043117277 50 GTEX 1 50 100 1.0 0.0005 75 7320 -10 2356.577514661332 2365.1042188056977 50 GTEX 1 50 100 1.0 0.0005 75 7320 -11 2350.177166071741 2347.181925146299 50 GTEX 1 50 100 1.0 0.0005 75 7320 -12 2345.04133068426 2342.2292512958948 50 GTEX 1 50 100 1.0 0.0005 75 7320 -13 2341.280055369144 2340.2748271521505 50 GTEX 1 50 100 1.0 0.0005 75 7320 -14 2335.8100003373147 2341.2543509015563 50 GTEX 1 50 100 1.0 0.0005 75 7320 -15 2332.3575825379444 2331.497432810272 50 GTEX 1 50 100 1.0 0.0005 75 7320 -16 2329.250141140978 2332.5587005035054 50 GTEX 1 50 100 1.0 0.0005 75 7320 -17 2325.4256812160415 2326.5748991875594 50 GTEX 1 50 100 1.0 0.0005 75 7320 -18 2323.149249196015 2337.3114904831573 50 GTEX 1 50 100 1.0 0.0005 75 7320 -19 2319.8765919557327 2329.2232099757903 50 GTEX 1 50 100 1.0 0.0005 75 7320 -20 2316.561199249077 2318.9440416691423 50 GTEX 1 50 100 1.0 0.0005 75 7320 -21 2314.636623409566 2316.463339453868 50 GTEX 1 50 100 1.0 0.0005 75 7320 -22 2312.019384126068 2315.7766818782675 50 GTEX 1 50 100 1.0 0.0005 75 7320 -23 2309.9831955844147 2313.4598175164865 50 GTEX 1 50 100 1.0 0.0005 75 7320 -24 2307.3269307043956 2308.8384527054122 50 GTEX 1 50 100 1.0 0.0005 75 7320 -25 2305.8841542805767 2309.20903589517 50 GTEX 1 50 100 1.0 0.0005 75 7320 -26 2304.143305775985 2307.135954766219 50 GTEX 1 50 100 1.0 0.0005 75 7320 -27 2301.7278367144586 2304.7406363251544 50 GTEX 1 50 100 1.0 0.0005 75 7320 -28 2300.0294527928427 2302.9381864714533 50 GTEX 1 50 100 1.0 0.0005 75 7320 -29 2299.134356746833 2305.1061719306977 50 GTEX 1 50 100 1.0 0.0005 75 7320 -30 2297.9769474463515 2302.863509145526 50 GTEX 1 50 100 1.0 0.0005 75 7320 -31 2295.43912081317 2302.388429126812 50 GTEX 1 50 100 1.0 0.0005 75 7320 -32 2294.365756877715 2297.360754440946 50 GTEX 1 50 100 1.0 0.0005 75 7320 -33 2292.935640203924 2295.2652490420032 50 GTEX 1 50 100 1.0 0.0005 75 7320 -34 2292.570380994507 2295.1940699820284 50 GTEX 1 50 100 1.0 0.0005 75 7320 -35 2290.120348794868 2295.230354570164 50 GTEX 1 50 100 1.0 0.0005 75 7320 -36 2289.0097115463172 2293.4506538884266 50 GTEX 1 50 100 1.0 0.0005 75 7320 -37 2288.4417827376924 2292.502065912399 50 GTEX 1 50 100 1.0 0.0005 75 7320 -38 2287.291608788464 2291.2241317691005 50 GTEX 1 50 100 1.0 0.0005 75 7320 -39 2286.417675507891 2290.03677240524 50 GTEX 1 50 100 1.0 0.0005 75 7320 -40 2285.024716665869 2288.7527064334304 50 GTEX 1 50 100 1.0 0.0005 75 7320 -41 2284.5920392620005 2286.539587912904 50 GTEX 1 50 100 1.0 0.0005 75 7320 -42 2283.56282937193 2291.2372397071053 50 GTEX 1 50 100 1.0 0.0005 75 7320 -43 2283.409883355092 2285.977015042033 50 GTEX 1 50 100 1.0 0.0005 75 7320 -44 2282.6231105212514 2286.943926096869 50 GTEX 1 50 100 1.0 0.0005 75 7320 -45 2281.16432177853 2286.7453436905894 50 GTEX 1 50 100 1.0 0.0005 75 7320 -46 2280.9382970223046 2287.9093328555728 50 GTEX 1 50 100 1.0 0.0005 75 7320 -47 2279.964825620618 2285.8716344797112 50 GTEX 1 50 100 1.0 0.0005 75 7320 -48 2279.213653709514 2286.9518063621376 50 GTEX 1 50 100 1.0 0.0005 75 7320 -49 2279.1974810371307 2283.6916833449677 50 GTEX 1 50 100 1.0 0.0005 75 7320 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index fea934787..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3143.1172375298734 3057.4571445015445 100 GTEX 1 100 100 0.5 0.0015 75 3140 -1 2522.4865427892614 2557.7066812841613 100 GTEX 1 100 100 0.5 0.0015 75 3140 -2 2452.543025665428 2451.020775160409 100 GTEX 1 100 100 0.5 0.0015 75 3140 -3 2414.2821709880786 2415.490218594047 100 GTEX 1 100 100 0.5 0.0015 75 3140 -4 2392.342885772618 2389.631984464116 100 GTEX 1 100 100 0.5 0.0015 75 3140 -5 2375.3655411561213 2367.1983136659337 100 GTEX 1 100 100 0.5 0.0015 75 3140 -6 2364.011546404822 2358.095660423598 100 GTEX 1 100 100 0.5 0.0015 75 3140 -7 2355.3675067370123 2359.7341800588165 100 GTEX 1 100 100 0.5 0.0015 75 3140 -8 2348.4285891637564 2343.362193292538 100 GTEX 1 100 100 0.5 0.0015 75 3140 -9 2341.5159819657265 2337.98496632159 100 GTEX 1 100 100 0.5 0.0015 75 3140 -10 2335.542757876662 2338.0166990330918 100 GTEX 1 100 100 0.5 0.0015 75 3140 -11 2333.145155076103 2333.4358429999406 100 GTEX 1 100 100 0.5 0.0015 75 3140 -12 2328.6425269604283 2328.259048984078 100 GTEX 1 100 100 0.5 0.0015 75 3140 -13 2323.680441867969 2322.0892422172055 100 GTEX 1 100 100 0.5 0.0015 75 3140 -14 2320.67394739725 2319.9695771075926 100 GTEX 1 100 100 0.5 0.0015 75 3140 -15 2317.6934780541123 2317.5858428142824 100 GTEX 1 100 100 0.5 0.0015 75 3140 -16 2315.6678902753065 2315.1443335239424 100 GTEX 1 100 100 0.5 0.0015 75 3140 -17 2312.833089510768 2313.1201106894605 100 GTEX 1 100 100 0.5 0.0015 75 3140 -18 2310.561860081814 2310.1618457402565 100 GTEX 1 100 100 0.5 0.0015 75 3140 -19 2308.110251812216 2308.097434388367 100 GTEX 1 100 100 0.5 0.0015 75 3140 -20 2305.813028485669 2305.1385437707936 100 GTEX 1 100 100 0.5 0.0015 75 3140 -21 2303.612166202747 2305.9653181068797 100 GTEX 1 100 100 0.5 0.0015 75 3140 -22 2301.798719658171 2304.883476228315 100 GTEX 1 100 100 0.5 0.0015 75 3140 -23 2299.8884152269065 2300.8935509743346 100 GTEX 1 100 100 0.5 0.0015 75 3140 -24 2298.4757337835126 2297.4040536626662 100 GTEX 1 100 100 0.5 0.0015 75 3140 -25 2297.309804653459 2297.75555675202 100 GTEX 1 100 100 0.5 0.0015 75 3140 -26 2296.1403409902077 2302.7694161418726 100 GTEX 1 100 100 0.5 0.0015 75 3140 -27 2294.117784609119 2295.4318968334123 100 GTEX 1 100 100 0.5 0.0015 75 3140 -28 2293.867210838678 2294.589821471008 100 GTEX 1 100 100 0.5 0.0015 75 3140 -29 2292.585932084395 2294.193536678648 100 GTEX 1 100 100 0.5 0.0015 75 3140 -30 2290.9776049781476 2290.573265394784 100 GTEX 1 100 100 0.5 0.0015 75 3140 -31 2290.339745263357 2293.4567676152565 100 GTEX 1 100 100 0.5 0.0015 75 3140 -32 2289.2159306618964 2286.898638939223 100 GTEX 1 100 100 0.5 0.0015 75 3140 -33 2287.9864279526496 2292.766039017942 100 GTEX 1 100 100 0.5 0.0015 75 3140 -34 2286.549108085983 2291.327724906428 100 GTEX 1 100 100 0.5 0.0015 75 3140 -35 2285.7294556450615 2286.3962541587453 100 GTEX 1 100 100 0.5 0.0015 75 3140 -36 2284.7992933512464 2292.292790518061 100 GTEX 1 100 100 0.5 0.0015 75 3140 -37 2284.1493561413167 2287.065231033151 100 GTEX 1 100 100 0.5 0.0015 75 3140 -38 2283.5289413276464 2283.9689560806796 100 GTEX 1 100 100 0.5 0.0015 75 3140 -39 2282.6686057024976 2283.2312494430253 100 GTEX 1 100 100 0.5 0.0015 75 3140 -40 2282.209934014207 2282.854747467621 100 GTEX 1 100 100 0.5 0.0015 75 3140 -41 2281.402612106115 2284.6463228523053 100 GTEX 1 100 100 0.5 0.0015 75 3140 -42 2281.0075296506943 2281.2540751990255 100 GTEX 1 100 100 0.5 0.0015 75 3140 -43 2280.115825578531 2280.976208820996 100 GTEX 1 100 100 0.5 0.0015 75 3140 -44 2279.13544198247 2279.78402837601 100 GTEX 1 100 100 0.5 0.0015 75 3140 -45 2278.938868652292 2283.7842493093513 100 GTEX 1 100 100 0.5 0.0015 75 3140 -46 2277.584123865508 2279.875775123277 100 GTEX 1 100 100 0.5 0.0015 75 3140 -47 2277.678703742482 2280.16512817847 100 GTEX 1 100 100 0.5 0.0015 75 3140 -48 2278.3026188420963 2277.5539160898884 100 GTEX 1 100 100 0.5 0.0015 75 3140 -49 2276.302334832304 2278.0460506772815 100 GTEX 1 100 100 0.5 0.0015 75 3140 -50 2276.280467084057 2277.2741578540877 100 GTEX 1 100 100 0.5 0.0015 75 3140 -51 2275.4955290571443 2277.570743227186 100 GTEX 1 100 100 0.5 0.0015 75 3140 -52 2274.957802561076 2275.8570394189637 100 GTEX 1 100 100 0.5 0.0015 75 3140 -53 2274.741771607335 2276.4034586279113 100 GTEX 1 100 100 0.5 0.0015 75 3140 -54 2274.4659846374248 2276.5191060925617 100 GTEX 1 100 100 0.5 0.0015 75 3140 -55 2273.8788374460296 2273.532162510397 100 GTEX 1 100 100 0.5 0.0015 75 3140 -56 2273.339506925166 2275.6248616845887 100 GTEX 1 100 100 0.5 0.0015 75 3140 -57 2273.242564916082 2273.759375742633 100 GTEX 1 100 100 0.5 0.0015 75 3140 -58 2272.139795767741 2273.333982518417 100 GTEX 1 100 100 0.5 0.0015 75 3140 -59 2271.785257470234 2273.788276237227 100 GTEX 1 100 100 0.5 0.0015 75 3140 -60 2272.028431435554 2275.1471805935125 100 GTEX 1 100 100 0.5 0.0015 75 3140 -61 2271.6738855819885 2271.4957437841613 100 GTEX 1 100 100 0.5 0.0015 75 3140 -62 2271.871049264674 2272.727578979028 100 GTEX 1 100 100 0.5 0.0015 75 3140 -63 2270.352646188322 2273.2677312930728 100 GTEX 1 100 100 0.5 0.0015 75 3140 -64 2270.8975463493252 2272.560775234672 100 GTEX 1 100 100 0.5 0.0015 75 3140 -65 2270.1329063704843 2273.6137203318085 100 GTEX 1 100 100 0.5 0.0015 75 3140 -66 2269.4520850233457 2271.8545181796576 100 GTEX 1 100 100 0.5 0.0015 75 3140 -67 2269.222319425166 2275.278742685064 100 GTEX 1 100 100 0.5 0.0015 75 3140 -68 2269.1565209091864 2270.3796191777565 100 GTEX 1 100 100 0.5 0.0015 75 3140 -69 2269.0625054929706 2270.956802890328 100 GTEX 1 100 100 0.5 0.0015 75 3140 -70 2268.7768845840733 2271.12360384981 100 GTEX 1 100 100 0.5 0.0015 75 3140 -71 2268.5348462195157 2273.421676345651 100 GTEX 1 100 100 0.5 0.0015 75 3140 -72 2268.682994655159 2270.54971557153 100 GTEX 1 100 100 0.5 0.0015 75 3140 -73 2268.433724137134 2268.9916797246315 100 GTEX 1 100 100 0.5 0.0015 75 3140 -74 2268.6009455594517 2269.4121854948908 100 GTEX 1 100 100 0.5 0.0015 75 3140 -75 2267.9422188486155 2268.750852171459 100 GTEX 1 100 100 0.5 0.0015 75 3140 -76 2267.231544160183 2268.185401133258 100 GTEX 1 100 100 0.5 0.0015 75 3140 -77 2267.274610829477 2270.3453782230276 100 GTEX 1 100 100 0.5 0.0015 75 3140 -78 2267.1049744084303 2268.6766538438687 100 GTEX 1 100 100 0.5 0.0015 75 3140 -79 2267.4331852586615 2268.7335237568323 100 GTEX 1 100 100 0.5 0.0015 75 3140 -80 2266.443233423504 2270.6639817386526 100 GTEX 1 100 100 0.5 0.0015 75 3140 -81 2266.1956391125505 2272.7972936593987 100 GTEX 1 100 100 0.5 0.0015 75 3140 -82 2266.0949281777325 2268.8064345443204 100 GTEX 1 100 100 0.5 0.0015 75 3140 -83 2265.7346594481983 2271.465654148348 100 GTEX 1 100 100 0.5 0.0015 75 3140 -84 2266.156069969821 2267.7559642719225 100 GTEX 1 100 100 0.5 0.0015 75 3140 -85 2265.9012042293707 2267.2719782259983 100 GTEX 1 100 100 0.5 0.0015 75 3140 -86 2265.7320107274363 2275.350919194095 100 GTEX 1 100 100 0.5 0.0015 75 3140 -87 2265.0295050405357 2274.7668605557865 100 GTEX 1 100 100 0.5 0.0015 75 3140 -88 2265.405101298631 2265.5389028338877 100 GTEX 1 100 100 0.5 0.0015 75 3140 -89 2264.661303507208 2269.246789040221 100 GTEX 1 100 100 0.5 0.0015 75 3140 -90 2264.454747669949 2266.198693337096 100 GTEX 1 100 100 0.5 0.0015 75 3140 -91 2264.4832065445676 2266.6817250995127 100 GTEX 1 100 100 0.5 0.0015 75 3140 -92 2264.2085440347473 2265.882833850701 100 GTEX 1 100 100 0.5 0.0015 75 3140 -93 2264.7262532431737 2265.7319540161598 100 GTEX 1 100 100 0.5 0.0015 75 3140 -94 2264.114377187904 2265.261674192015 100 GTEX 1 100 100 0.5 0.0015 75 3140 -95 2264.126510515351 2264.4621071471006 100 GTEX 1 100 100 0.5 0.0015 75 3140 -96 2263.9213297259557 2265.0894390149715 100 GTEX 1 100 100 0.5 0.0015 75 3140 -97 2264.012678369393 2265.629504997921 100 GTEX 1 100 100 0.5 0.0015 75 3140 -98 2264.3839598345735 2266.444724891576 100 GTEX 1 100 100 0.5 0.0015 75 3140 -99 2263.720053510302 2269.6409536151377 100 GTEX 1 100 100 0.5 0.0015 75 3140 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 640b950ea..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3142.2071883799067 2899.51387145764 100 GTEX 1 100 100 0.0 0.0015 75 1449 -1 2520.6062157166425 2535.7022189876425 100 GTEX 1 100 100 0.0 0.0015 75 1449 -2 2447.483268720869 2495.0820191822127 100 GTEX 1 100 100 0.0 0.0015 75 1449 -3 2412.72358033271 2446.643474854444 100 GTEX 1 100 100 0.0 0.0015 75 1449 -4 2388.9906113010984 2448.9730879054778 100 GTEX 1 100 100 0.0 0.0015 75 1449 -5 2372.453525110045 2389.7156383673955 100 GTEX 1 100 100 0.0 0.0015 75 1449 -6 2363.0115599954115 2368.3997556737168 100 GTEX 1 100 100 0.0 0.0015 75 1449 -7 2355.506906288786 2382.241003928529 100 GTEX 1 100 100 0.0 0.0015 75 1449 -8 2346.825472926721 2358.438975983246 100 GTEX 1 100 100 0.0 0.0015 75 1449 -9 2340.4429394593144 2379.532696277923 100 GTEX 1 100 100 0.0 0.0015 75 1449 -10 2334.9929537565113 2350.8088211813806 100 GTEX 1 100 100 0.0 0.0015 75 1449 -11 2331.064971630483 2341.117254336977 100 GTEX 1 100 100 0.0 0.0015 75 1449 -12 2326.846057769753 2336.081651578838 100 GTEX 1 100 100 0.0 0.0015 75 1449 -13 2323.2752386786005 2338.329704023586 100 GTEX 1 100 100 0.0 0.0015 75 1449 -14 2319.850573301089 2329.4138359969106 100 GTEX 1 100 100 0.0 0.0015 75 1449 -15 2317.157142285373 2331.8986064490255 100 GTEX 1 100 100 0.0 0.0015 75 1449 -16 2314.3972435912247 2329.103335536478 100 GTEX 1 100 100 0.0 0.0015 75 1449 -17 2311.330360045916 2322.4951923790995 100 GTEX 1 100 100 0.0 0.0015 75 1449 -18 2308.0433154002885 2320.0038784012595 100 GTEX 1 100 100 0.0 0.0015 75 1449 -19 2306.1816922537664 2317.581442713284 100 GTEX 1 100 100 0.0 0.0015 75 1449 -20 2304.8083773063254 2315.7989961457342 100 GTEX 1 100 100 0.0 0.0015 75 1449 -21 2302.448550258051 2315.2274453050736 100 GTEX 1 100 100 0.0 0.0015 75 1449 -22 2301.2139475705494 2318.1000298909817 100 GTEX 1 100 100 0.0 0.0015 75 1449 -23 2299.298216187439 2315.783458405121 100 GTEX 1 100 100 0.0 0.0015 75 1449 -24 2297.6697856596434 2311.531626886288 100 GTEX 1 100 100 0.0 0.0015 75 1449 -25 2295.541459446713 2309.4955590541826 100 GTEX 1 100 100 0.0 0.0015 75 1449 -26 2294.648058433448 2306.125144813451 100 GTEX 1 100 100 0.0 0.0015 75 1449 -27 2293.0767865203634 2305.327838157973 100 GTEX 1 100 100 0.0 0.0015 75 1449 -28 2291.930308463569 2306.093971861633 100 GTEX 1 100 100 0.0 0.0015 75 1449 -29 2291.1078473610223 2305.6433708858126 100 GTEX 1 100 100 0.0 0.0015 75 1449 -30 2289.4722961380653 2311.8231911314756 100 GTEX 1 100 100 0.0 0.0015 75 1449 -31 2288.5257835916045 2303.1958833991803 100 GTEX 1 100 100 0.0 0.0015 75 1449 -32 2287.402040656648 2305.8805901705086 100 GTEX 1 100 100 0.0 0.0015 75 1449 -33 2287.2917530498626 2302.0496218141043 100 GTEX 1 100 100 0.0 0.0015 75 1449 -34 2285.3157002098574 2299.4973135248338 100 GTEX 1 100 100 0.0 0.0015 75 1449 -35 2284.948830786383 2297.4060179271623 100 GTEX 1 100 100 0.0 0.0015 75 1449 -36 2283.8448239402333 2296.7629960788972 100 GTEX 1 100 100 0.0 0.0015 75 1449 -37 2283.51888240896 2298.269454201818 100 GTEX 1 100 100 0.0 0.0015 75 1449 -38 2282.029167803084 2297.5223486142468 100 GTEX 1 100 100 0.0 0.0015 75 1449 -39 2281.331994681773 2296.980779727602 100 GTEX 1 100 100 0.0 0.0015 75 1449 -40 2280.7845431261635 2294.011373425618 100 GTEX 1 100 100 0.0 0.0015 75 1449 -41 2280.6177997986015 2297.717205323194 100 GTEX 1 100 100 0.0 0.0015 75 1449 -42 2279.4598071085334 2294.758399180133 100 GTEX 1 100 100 0.0 0.0015 75 1449 -43 2278.5469080609782 2292.3969048909817 100 GTEX 1 100 100 0.0 0.0015 75 1449 -44 2277.710811729024 2291.1988427920032 100 GTEX 1 100 100 0.0 0.0015 75 1449 -45 2277.369585452468 2290.640823654349 100 GTEX 1 100 100 0.0 0.0015 75 1449 -46 2277.241068997075 2292.379481790637 100 GTEX 1 100 100 0.0 0.0015 75 1449 -47 2276.5038618162516 2290.5100821723504 100 GTEX 1 100 100 0.0 0.0015 75 1449 -48 2275.8038722193705 2294.8514464635814 100 GTEX 1 100 100 0.0 0.0015 75 1449 -49 2275.1207266235674 2287.799314549667 100 GTEX 1 100 100 0.0 0.0015 75 1449 -50 2275.7066173688454 2292.5050034903757 100 GTEX 1 100 100 0.0 0.0015 75 1449 -51 2274.253324278786 2288.559204565708 100 GTEX 1 100 100 0.0 0.0015 75 1449 -52 2274.251006760944 2288.6721469893655 100 GTEX 1 100 100 0.0 0.0015 75 1449 -53 2273.567477714528 2287.2191658745246 100 GTEX 1 100 100 0.0 0.0015 75 1449 -54 2272.488008303515 2286.395366712215 100 GTEX 1 100 100 0.0 0.0015 75 1449 -55 2272.2537597192054 2287.6220981612405 100 GTEX 1 100 100 0.0 0.0015 75 1449 -56 2272.1002739986598 2292.422152559114 100 GTEX 1 100 100 0.0 0.0015 75 1449 -57 2271.7765793502676 2285.145163416409 100 GTEX 1 100 100 0.0 0.0015 75 1449 -58 2271.641182239952 2285.8835569896623 100 GTEX 1 100 100 0.0 0.0015 75 1449 -59 2271.0942011456737 2288.2360013664447 100 GTEX 1 100 100 0.0 0.0015 75 1449 -60 2269.9862453436112 2284.0601347136408 100 GTEX 1 100 100 0.0 0.0015 75 1449 -61 2270.2995904358563 2285.81526445164 100 GTEX 1 100 100 0.0 0.0015 75 1449 -62 2270.0104054142435 2284.555218482652 100 GTEX 1 100 100 0.0 0.0015 75 1449 -63 2269.4721566733456 2282.9365512862405 100 GTEX 1 100 100 0.0 0.0015 75 1449 -64 2269.4818179834806 2281.512984939401 100 GTEX 1 100 100 0.0 0.0015 75 1449 -65 2269.223377789088 2282.304600240613 100 GTEX 1 100 100 0.0 0.0015 75 1449 -66 2268.4731233846023 2282.4727165889376 100 GTEX 1 100 100 0.0 0.0015 75 1449 -67 2267.686874523427 2282.055419921875 100 GTEX 1 100 100 0.0 0.0015 75 1449 -68 2267.712855629877 2281.3315466819154 100 GTEX 1 100 100 0.0 0.0015 75 1449 -69 2267.248076686615 2282.002119289152 100 GTEX 1 100 100 0.0 0.0015 75 1449 -70 2267.4069632867377 2281.8641557004516 100 GTEX 1 100 100 0.0 0.0015 75 1449 -71 2267.3749196169506 2281.132571144249 100 GTEX 1 100 100 0.0 0.0015 75 1449 -72 2266.9711261353173 2281.8625181945104 100 GTEX 1 100 100 0.0 0.0015 75 1449 -73 2266.7426819189354 2282.545399945045 100 GTEX 1 100 100 0.0 0.0015 75 1449 -74 2266.10321046856 2280.7807867826164 100 GTEX 1 100 100 0.0 0.0015 75 1449 -75 2266.8595497177284 2278.9544840185363 100 GTEX 1 100 100 0.0 0.0015 75 1449 -76 2266.03303797484 2280.382145986811 100 GTEX 1 100 100 0.0 0.0015 75 1449 -77 2265.9613615676494 2280.8501821307627 100 GTEX 1 100 100 0.0 0.0015 75 1449 -78 2265.8437236440564 2280.425717197897 100 GTEX 1 100 100 0.0 0.0015 75 1449 -79 2264.816184493875 2279.808349609375 100 GTEX 1 100 100 0.0 0.0015 75 1449 -80 2265.4227986700926 2280.1468148467206 100 GTEX 1 100 100 0.0 0.0015 75 1449 -81 2264.9597200720264 2277.2865087704968 100 GTEX 1 100 100 0.0 0.0015 75 1449 -82 2264.7066464841687 2279.878614766516 100 GTEX 1 100 100 0.0 0.0015 75 1449 -83 2264.427372122612 2277.8795792612286 100 GTEX 1 100 100 0.0 0.0015 75 1449 -84 2264.06828781165 2276.584148682569 100 GTEX 1 100 100 0.0 0.0015 75 1449 -85 2264.135011828713 2278.201989699679 100 GTEX 1 100 100 0.0 0.0015 75 1449 -86 2264.0674237389994 2278.0003462526734 100 GTEX 1 100 100 0.0 0.0015 75 1449 -87 2264.0605006102614 2284.689309239841 100 GTEX 1 100 100 0.0 0.0015 75 1449 -88 2263.6813737904117 2280.835778762179 100 GTEX 1 100 100 0.0 0.0015 75 1449 -89 2263.141758408732 2277.2945403472554 100 GTEX 1 100 100 0.0 0.0015 75 1449 -90 2263.0113037857245 2277.9879721289803 100 GTEX 1 100 100 0.0 0.0015 75 1449 -91 2263.6976942056535 2277.296299459363 100 GTEX 1 100 100 0.0 0.0015 75 1449 -92 2263.4305978116004 2279.69234846572 100 GTEX 1 100 100 0.0 0.0015 75 1449 -93 2263.1388590486195 2278.7255803677517 100 GTEX 1 100 100 0.0 0.0015 75 1449 -94 2263.374386798798 2277.645362070758 100 GTEX 1 100 100 0.0 0.0015 75 1449 -95 2262.8747261251256 2276.9164212883197 100 GTEX 1 100 100 0.0 0.0015 75 1449 -96 2263.434948115411 2278.442738348087 100 GTEX 1 100 100 0.0 0.0015 75 1449 -97 2262.5208510329053 2279.6255616162666 100 GTEX 1 100 100 0.0 0.0015 75 1449 -98 2262.1083141861614 2277.718147538914 100 GTEX 1 100 100 0.0 0.0015 75 1449 -99 2263.040485927267 2276.30360789716 100 GTEX 1 100 100 0.0 0.0015 75 1449 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index 133a098ca..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3152.053429558144 3246.43037536389 100 GTEX 1 100 100 1.0 0.0015 75 8033 -1 2519.331743913479 2506.116666728553 100 GTEX 1 100 100 1.0 0.0015 75 8033 -2 2450.613328056299 2492.548324062797 100 GTEX 1 100 100 1.0 0.0015 75 8033 -3 2413.062316282052 2401.2091523957342 100 GTEX 1 100 100 1.0 0.0015 75 8033 -4 2389.7151397257003 2384.914251871435 100 GTEX 1 100 100 1.0 0.0015 75 8033 -5 2375.9238146117764 2385.6143998410766 100 GTEX 1 100 100 1.0 0.0015 75 8033 -6 2363.9673251285717 2351.3167023749406 100 GTEX 1 100 100 1.0 0.0015 75 8033 -7 2356.219102994283 2343.9826140313094 100 GTEX 1 100 100 1.0 0.0015 75 8033 -8 2348.8895467530715 2339.2799457506535 100 GTEX 1 100 100 1.0 0.0015 75 8033 -9 2342.136765711031 2331.899021395259 100 GTEX 1 100 100 1.0 0.0015 75 8033 -10 2336.5981065962274 2327.566363548598 100 GTEX 1 100 100 1.0 0.0015 75 8033 -11 2332.7216913697334 2328.940034235385 100 GTEX 1 100 100 1.0 0.0015 75 8033 -12 2328.2722322442432 2319.1582096230395 100 GTEX 1 100 100 1.0 0.0015 75 8033 -13 2323.6303442994003 2315.934490479444 100 GTEX 1 100 100 1.0 0.0015 75 8033 -14 2320.4142552181675 2312.1242211635576 100 GTEX 1 100 100 1.0 0.0015 75 8033 -15 2318.186866812637 2319.9820570564993 100 GTEX 1 100 100 1.0 0.0015 75 8033 -16 2314.694196885398 2308.722857689223 100 GTEX 1 100 100 1.0 0.0015 75 8033 -17 2312.709029040846 2306.192460788973 100 GTEX 1 100 100 1.0 0.0015 75 8033 -18 2311.0421582402605 2303.430886852424 100 GTEX 1 100 100 1.0 0.0015 75 8033 -19 2308.066170800131 2306.11823275606 100 GTEX 1 100 100 1.0 0.0015 75 8033 -20 2306.1981702631097 2305.9278949694035 100 GTEX 1 100 100 1.0 0.0015 75 8033 -21 2303.8615027137853 2303.4534499019724 100 GTEX 1 100 100 1.0 0.0015 75 8033 -22 2302.3192287085235 2298.8856957729326 100 GTEX 1 100 100 1.0 0.0015 75 8033 -23 2300.674686962566 2292.633513359969 100 GTEX 1 100 100 1.0 0.0015 75 8033 -24 2299.465660629522 2293.3841241756772 100 GTEX 1 100 100 1.0 0.0015 75 8033 -25 2297.6893888598224 2293.5046795166945 100 GTEX 1 100 100 1.0 0.0015 75 8033 -26 2295.937628066161 2289.501542820223 100 GTEX 1 100 100 1.0 0.0015 75 8033 -27 2294.2498165657266 2291.001242982117 100 GTEX 1 100 100 1.0 0.0015 75 8033 -28 2293.713043499789 2294.3641111424668 100 GTEX 1 100 100 1.0 0.0015 75 8033 -29 2292.6560780158625 2286.454888753565 100 GTEX 1 100 100 1.0 0.0015 75 8033 -30 2291.1270635775504 2284.262252517526 100 GTEX 1 100 100 1.0 0.0015 75 8033 -31 2289.9561202421073 2284.6107135961265 100 GTEX 1 100 100 1.0 0.0015 75 8033 -32 2289.179461179294 2293.7544966432984 100 GTEX 1 100 100 1.0 0.0015 75 8033 -33 2288.493312785325 2283.425403435421 100 GTEX 1 100 100 1.0 0.0015 75 8033 -34 2286.5430790993964 2282.3479273110743 100 GTEX 1 100 100 1.0 0.0015 75 8033 -35 2286.409216255727 2279.609940329432 100 GTEX 1 100 100 1.0 0.0015 75 8033 -36 2285.5927801425346 2284.1576656443085 100 GTEX 1 100 100 1.0 0.0015 75 8033 -37 2284.475920905555 2277.878402187797 100 GTEX 1 100 100 1.0 0.0015 75 8033 -38 2283.416798798829 2277.716462690114 100 GTEX 1 100 100 1.0 0.0015 75 8033 -39 2282.7739764558382 2277.9579465452707 100 GTEX 1 100 100 1.0 0.0015 75 8033 -40 2282.4391517079066 2280.225043815352 100 GTEX 1 100 100 1.0 0.0015 75 8033 -41 2281.9071651856448 2280.820787785171 100 GTEX 1 100 100 1.0 0.0015 75 8033 -42 2281.338166846637 2276.8252389421937 100 GTEX 1 100 100 1.0 0.0015 75 8033 -43 2280.1578455403474 2274.644234196768 100 GTEX 1 100 100 1.0 0.0015 75 8033 -44 2279.7077045386277 2277.2127829432034 100 GTEX 1 100 100 1.0 0.0015 75 8033 -45 2278.7852682756547 2274.961489833353 100 GTEX 1 100 100 1.0 0.0015 75 8033 -46 2278.6600686461443 2274.876640290815 100 GTEX 1 100 100 1.0 0.0015 75 8033 -47 2277.9759874917063 2272.641735236454 100 GTEX 1 100 100 1.0 0.0015 75 8033 -48 2278.275537104217 2280.8994549073195 100 GTEX 1 100 100 1.0 0.0015 75 8033 -49 2276.6664974075243 2272.4407091031962 100 GTEX 1 100 100 1.0 0.0015 75 8033 -50 2276.157583682958 2276.829857191659 100 GTEX 1 100 100 1.0 0.0015 75 8033 -51 2276.0629539050533 2270.476334140328 100 GTEX 1 100 100 1.0 0.0015 75 8033 -52 2275.1359869986286 2270.9337199976235 100 GTEX 1 100 100 1.0 0.0015 75 8033 -53 2275.02668977703 2270.65835443649 100 GTEX 1 100 100 1.0 0.0015 75 8033 -54 2274.652484581515 2271.4419019575807 100 GTEX 1 100 100 1.0 0.0015 75 8033 -55 2274.288004883947 2270.85400390625 100 GTEX 1 100 100 1.0 0.0015 75 8033 -56 2273.4208053922507 2269.31455616534 100 GTEX 1 100 100 1.0 0.0015 75 8033 -57 2273.3660434405783 2268.845401430311 100 GTEX 1 100 100 1.0 0.0015 75 8033 -58 2272.4234117423516 2269.0788694896623 100 GTEX 1 100 100 1.0 0.0015 75 8033 -59 2272.4871051353553 2269.238492900428 100 GTEX 1 100 100 1.0 0.0015 75 8033 -60 2272.3486053992237 2266.274181061371 100 GTEX 1 100 100 1.0 0.0015 75 8033 -61 2271.892119474845 2268.501140870069 100 GTEX 1 100 100 1.0 0.0015 75 8033 -62 2271.692543346501 2265.955899662845 100 GTEX 1 100 100 1.0 0.0015 75 8033 -63 2272.0960990315043 2265.9249123692966 100 GTEX 1 100 100 1.0 0.0015 75 8033 -64 2270.6141029262008 2265.7480459467088 100 GTEX 1 100 100 1.0 0.0015 75 8033 -65 2270.7632384718795 2266.095581518833 100 GTEX 1 100 100 1.0 0.0015 75 8033 -66 2269.709389023838 2267.0970064460553 100 GTEX 1 100 100 1.0 0.0015 75 8033 -67 2271.046950637948 2265.0012569064875 100 GTEX 1 100 100 1.0 0.0015 75 8033 -68 2269.9020091171965 2264.447751121376 100 GTEX 1 100 100 1.0 0.0015 75 8033 -69 2269.305164331114 2266.172731812916 100 GTEX 1 100 100 1.0 0.0015 75 8033 -70 2269.509491337508 2264.053657096602 100 GTEX 1 100 100 1.0 0.0015 75 8033 -71 2268.9673115121936 2267.3420586531606 100 GTEX 1 100 100 1.0 0.0015 75 8033 -72 2269.4831961775526 2263.642177103137 100 GTEX 1 100 100 1.0 0.0015 75 8033 -73 2268.5174499814734 2265.133653531963 100 GTEX 1 100 100 1.0 0.0015 75 8033 -74 2267.771735555911 2264.7386934113592 100 GTEX 1 100 100 1.0 0.0015 75 8033 -75 2267.999448743002 2263.9592461531606 100 GTEX 1 100 100 1.0 0.0015 75 8033 -76 2267.291162078429 2262.348423018655 100 GTEX 1 100 100 1.0 0.0015 75 8033 -77 2267.6191669293667 2263.5344228998338 100 GTEX 1 100 100 1.0 0.0015 75 8033 -78 2268.0979559392576 2261.6118229042895 100 GTEX 1 100 100 1.0 0.0015 75 8033 -79 2266.7177543281514 2261.7674834392824 100 GTEX 1 100 100 1.0 0.0015 75 8033 -80 2267.092562770471 2261.347544855038 100 GTEX 1 100 100 1.0 0.0015 75 8033 -81 2266.7844696544576 2262.7352949367278 100 GTEX 1 100 100 1.0 0.0015 75 8033 -82 2266.354134757579 2260.7264436787073 100 GTEX 1 100 100 1.0 0.0015 75 8033 -83 2266.396977556083 2265.937945579848 100 GTEX 1 100 100 1.0 0.0015 75 8033 -84 2266.381663411802 2262.0345083026377 100 GTEX 1 100 100 1.0 0.0015 75 8033 -85 2265.7749874719007 2261.191251225345 100 GTEX 1 100 100 1.0 0.0015 75 8033 -86 2265.9120177481236 2261.2378997222554 100 GTEX 1 100 100 1.0 0.0015 75 8033 -87 2265.60243722334 2260.7078286522697 100 GTEX 1 100 100 1.0 0.0015 75 8033 -88 2265.469839516544 2265.902487635159 100 GTEX 1 100 100 1.0 0.0015 75 8033 -89 2265.176758895621 2261.8725288884266 100 GTEX 1 100 100 1.0 0.0015 75 8033 -90 2265.3993769269237 2260.282013983781 100 GTEX 1 100 100 1.0 0.0015 75 8033 -91 2264.8726162312587 2263.2774300810956 100 GTEX 1 100 100 1.0 0.0015 75 8033 -92 2265.25513254925 2263.4099798746433 100 GTEX 1 100 100 1.0 0.0015 75 8033 -93 2265.111990015069 2259.5448949545507 100 GTEX 1 100 100 1.0 0.0015 75 8033 -94 2264.9059037881175 2263.1036790042776 100 GTEX 1 100 100 1.0 0.0015 75 8033 -95 2265.2328789520507 2258.8407933920507 100 GTEX 1 100 100 1.0 0.0015 75 8033 -96 2264.8420775580635 2259.8673341700332 100 GTEX 1 100 100 1.0 0.0015 75 8033 -97 2263.6710117010075 2260.4634735919676 100 GTEX 1 100 100 1.0 0.0015 75 8033 -98 2264.4694828860697 2261.021495514496 100 GTEX 1 100 100 1.0 0.0015 75 8033 -99 2263.890505340921 2260.8437880599454 100 GTEX 1 100 100 1.0 0.0015 75 8033 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 98f0e59e2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3141.680986626241 3133.843827048182 100 GTEX 1 50 100 0.5 0.0015 75 1721 -1 2516.5513866114693 2583.5755239276377 100 GTEX 1 50 100 0.5 0.0015 75 1721 -2 2447.954430521813 2445.1446844180728 100 GTEX 1 50 100 0.5 0.0015 75 1721 -3 2410.382439725865 2419.128482020853 100 GTEX 1 50 100 0.5 0.0015 75 1721 -4 2387.6568716340726 2401.9418676108007 100 GTEX 1 50 100 0.5 0.0015 75 1721 -5 2373.101103179342 2388.9180820015445 100 GTEX 1 50 100 0.5 0.0015 75 1721 -6 2362.2835564029574 2372.7325425528757 100 GTEX 1 50 100 0.5 0.0015 75 1721 -7 2352.819645710098 2356.2104844938212 100 GTEX 1 50 100 0.5 0.0015 75 1721 -8 2346.820726045903 2383.5961050751544 100 GTEX 1 50 100 0.5 0.0015 75 1721 -9 2340.8350372975287 2348.9061590274478 100 GTEX 1 50 100 0.5 0.0015 75 1721 -10 2335.3289687770266 2343.3593035215663 100 GTEX 1 50 100 0.5 0.0015 75 1721 -11 2331.639311406357 2337.6026328199264 100 GTEX 1 50 100 0.5 0.0015 75 1721 -12 2326.485561920066 2351.048886607355 100 GTEX 1 50 100 0.5 0.0015 75 1721 -13 2322.9429397687773 2332.071677088284 100 GTEX 1 50 100 0.5 0.0015 75 1721 -14 2319.527427150315 2329.852164961086 100 GTEX 1 50 100 0.5 0.0015 75 1721 -15 2317.0749798487923 2328.3202614439756 100 GTEX 1 50 100 0.5 0.0015 75 1721 -16 2314.2727490476786 2324.462800580739 100 GTEX 1 50 100 0.5 0.0015 75 1721 -17 2310.564366294802 2320.8512821560125 100 GTEX 1 50 100 0.5 0.0015 75 1721 -18 2308.6588541064934 2320.2722130837096 100 GTEX 1 50 100 0.5 0.0015 75 1721 -19 2307.4128390890723 2316.97113663706 100 GTEX 1 50 100 0.5 0.0015 75 1721 -20 2304.7810411381724 2320.0758116979564 100 GTEX 1 50 100 0.5 0.0015 75 1721 -21 2303.017422465043 2311.9794773348385 100 GTEX 1 50 100 0.5 0.0015 75 1721 -22 2300.581577938084 2309.280116556262 100 GTEX 1 50 100 0.5 0.0015 75 1721 -23 2299.186037193549 2309.085446433876 100 GTEX 1 50 100 0.5 0.0015 75 1721 -24 2298.12741094992 2310.046939052103 100 GTEX 1 50 100 0.5 0.0015 75 1721 -25 2296.760530050521 2306.950137758436 100 GTEX 1 50 100 0.5 0.0015 75 1721 -26 2295.1586043955317 2306.6768766337927 100 GTEX 1 50 100 0.5 0.0015 75 1721 -27 2294.262856517005 2304.020165272992 100 GTEX 1 50 100 0.5 0.0015 75 1721 -28 2292.673591669376 2303.1905902819035 100 GTEX 1 50 100 0.5 0.0015 75 1721 -29 2291.617542944199 2302.796145362999 100 GTEX 1 50 100 0.5 0.0015 75 1721 -30 2290.2010667091113 2300.515293599988 100 GTEX 1 50 100 0.5 0.0015 75 1721 -31 2289.6489399133998 2300.060289738296 100 GTEX 1 50 100 0.5 0.0015 75 1721 -32 2287.7958645770755 2299.7813706778757 100 GTEX 1 50 100 0.5 0.0015 75 1721 -33 2287.7173775052074 2299.7420250490136 100 GTEX 1 50 100 0.5 0.0015 75 1721 -34 2285.761537120928 2297.387385263189 100 GTEX 1 50 100 0.5 0.0015 75 1721 -35 2284.981549369479 2298.3366346468038 100 GTEX 1 50 100 0.5 0.0015 75 1721 -36 2284.1359756000697 2295.3080191376544 100 GTEX 1 50 100 0.5 0.0015 75 1721 -37 2283.9911306833937 2297.6468445520436 100 GTEX 1 50 100 0.5 0.0015 75 1721 -38 2282.8406942578495 2294.08821367039 100 GTEX 1 50 100 0.5 0.0015 75 1721 -39 2282.131144725799 2293.5171965972554 100 GTEX 1 50 100 0.5 0.0015 75 1721 -40 2281.265427382 2292.3303956006416 100 GTEX 1 50 100 0.5 0.0015 75 1721 -41 2280.0631721023524 2292.934293681678 100 GTEX 1 50 100 0.5 0.0015 75 1721 -42 2279.9357842848017 2291.6320652254635 100 GTEX 1 50 100 0.5 0.0015 75 1721 -43 2279.1648421665805 2293.109910624109 100 GTEX 1 50 100 0.5 0.0015 75 1721 -44 2278.0632387658693 2289.9397278992396 100 GTEX 1 50 100 0.5 0.0015 75 1721 -45 2278.0854121605394 2294.35479481048 100 GTEX 1 50 100 0.5 0.0015 75 1721 -46 2277.2266888641134 2287.78916554034 100 GTEX 1 50 100 0.5 0.0015 75 1721 -47 2276.9045702341027 2287.3821877599216 100 GTEX 1 50 100 0.5 0.0015 75 1721 -48 2276.8307218856867 2291.933804472136 100 GTEX 1 50 100 0.5 0.0015 75 1721 -49 2275.3103408757065 2288.045917003327 100 GTEX 1 50 100 0.5 0.0015 75 1721 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index be118a0d2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3144.004377613932 3232.73746992336 100 GTEX 1 50 100 0.0 0.0015 75 5243 -1 2520.0889791873665 2488.6361812693085 100 GTEX 1 50 100 0.0 0.0015 75 5243 -2 2450.001212012369 2418.7460761124644 100 GTEX 1 50 100 0.0 0.0015 75 5243 -3 2413.177462176384 2397.0449506520317 100 GTEX 1 50 100 0.0 0.0015 75 5243 -4 2392.0537892058846 2365.657337029171 100 GTEX 1 50 100 0.0 0.0015 75 5243 -5 2376.0739532048415 2352.968893885159 100 GTEX 1 50 100 0.0 0.0015 75 5243 -6 2365.1469769629452 2371.4938723488 100 GTEX 1 50 100 0.0 0.0015 75 5243 -7 2355.949589357893 2342.4336661567254 100 GTEX 1 50 100 0.0 0.0015 75 5243 -8 2348.20665287974 2330.1955529274596 100 GTEX 1 50 100 0.0 0.0015 75 5243 -9 2341.7399970167753 2327.164566562203 100 GTEX 1 50 100 0.0 0.0015 75 5243 -10 2338.005113543056 2321.7348335759266 100 GTEX 1 50 100 0.0 0.0015 75 5243 -11 2332.4978857736496 2320.2271222596837 100 GTEX 1 50 100 0.0 0.0015 75 5243 -12 2329.5816065376357 2313.978507270378 100 GTEX 1 50 100 0.0 0.0015 75 5243 -13 2326.067300830558 2313.243615212096 100 GTEX 1 50 100 0.0 0.0015 75 5243 -14 2322.3383940957324 2307.661416869653 100 GTEX 1 50 100 0.0 0.0015 75 5243 -15 2319.4180371413527 2304.2147499925736 100 GTEX 1 50 100 0.0 0.0015 75 5243 -16 2317.1358074842215 2302.00409190827 100 GTEX 1 50 100 0.0 0.0015 75 5243 -17 2313.3879569120036 2298.642201238712 100 GTEX 1 50 100 0.0 0.0015 75 5243 -18 2311.3738033834225 2299.7573845576876 100 GTEX 1 50 100 0.0 0.0015 75 5243 -19 2309.568357079815 2294.848524202412 100 GTEX 1 50 100 0.0 0.0015 75 5243 -20 2306.78249226239 2297.794731575273 100 GTEX 1 50 100 0.0 0.0015 75 5243 -21 2305.5240379616366 2294.08755365524 100 GTEX 1 50 100 0.0 0.0015 75 5243 -22 2304.1445719186136 2290.1209145897697 100 GTEX 1 50 100 0.0 0.0015 75 5243 -23 2301.643116900318 2292.2258440024953 100 GTEX 1 50 100 0.0 0.0015 75 5243 -24 2300.4568819340375 2285.6355370351116 100 GTEX 1 50 100 0.0 0.0015 75 5243 -25 2299.3151740709504 2287.8127497103733 100 GTEX 1 50 100 0.0 0.0015 75 5243 -26 2297.30510586837 2289.5155330991565 100 GTEX 1 50 100 0.0 0.0015 75 5243 -27 2295.7052109104734 2282.4678384178947 100 GTEX 1 50 100 0.0 0.0015 75 5243 -28 2294.597057103582 2283.650454677103 100 GTEX 1 50 100 0.0 0.0015 75 5243 -29 2294.2668420927216 2281.7701476354564 100 GTEX 1 50 100 0.0 0.0015 75 5243 -30 2293.205287708908 2283.8854469908506 100 GTEX 1 50 100 0.0 0.0015 75 5243 -31 2291.4355488607216 2278.8247423063212 100 GTEX 1 50 100 0.0 0.0015 75 5243 -32 2290.8395529320187 2281.2202352661598 100 GTEX 1 50 100 0.0 0.0015 75 5243 -33 2289.2650197158964 2275.32671492544 100 GTEX 1 50 100 0.0 0.0015 75 5243 -34 2288.5516354456186 2278.692949998515 100 GTEX 1 50 100 0.0 0.0015 75 5243 -35 2287.4554485781614 2274.648727126901 100 GTEX 1 50 100 0.0 0.0015 75 5243 -36 2286.6626229806498 2273.019521038795 100 GTEX 1 50 100 0.0 0.0015 75 5243 -37 2286.398837223216 2275.000865167538 100 GTEX 1 50 100 0.0 0.0015 75 5243 -38 2285.3422152949474 2272.3637277581392 100 GTEX 1 50 100 0.0 0.0015 75 5243 -39 2284.3744650671824 2271.473778554242 100 GTEX 1 50 100 0.0 0.0015 75 5243 -40 2283.4503350608943 2270.122110229028 100 GTEX 1 50 100 0.0 0.0015 75 5243 -41 2282.699656769279 2271.290057628327 100 GTEX 1 50 100 0.0 0.0015 75 5243 -42 2282.0419200310125 2268.203865776497 100 GTEX 1 50 100 0.0 0.0015 75 5243 -43 2281.714910104054 2268.8964880881654 100 GTEX 1 50 100 0.0 0.0015 75 5243 -44 2280.4824529502566 2271.1360708026377 100 GTEX 1 50 100 0.0 0.0015 75 5243 -45 2280.429044022988 2268.4265043889613 100 GTEX 1 50 100 0.0 0.0015 75 5243 -46 2280.0898225517753 2269.564777098681 100 GTEX 1 50 100 0.0 0.0015 75 5243 -47 2279.8665828606113 2265.737484776022 100 GTEX 1 50 100 0.0 0.0015 75 5243 -48 2278.2585520395273 2266.1257806930253 100 GTEX 1 50 100 0.0 0.0015 75 5243 -49 2277.9312019094286 2267.6858030834123 100 GTEX 1 50 100 0.0 0.0015 75 5243 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index 36b013602..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3140.698745426135 3184.1568765966613 100 GTEX 1 50 100 1.0 0.0015 75 3204 -1 2515.3378523031483 2502.2691794275784 100 GTEX 1 50 100 1.0 0.0015 75 3204 -2 2447.6817952534134 2409.5976599631654 100 GTEX 1 50 100 1.0 0.0015 75 3204 -3 2412.518703281382 2384.059736476652 100 GTEX 1 50 100 1.0 0.0015 75 3204 -4 2391.1453341263154 2363.975343653458 100 GTEX 1 50 100 1.0 0.0015 75 3204 -5 2375.564011546895 2358.785785631535 100 GTEX 1 50 100 1.0 0.0015 75 3204 -6 2364.6665081613683 2331.688279764734 100 GTEX 1 50 100 1.0 0.0015 75 3204 -7 2355.2597820523347 2340.697631371792 100 GTEX 1 50 100 1.0 0.0015 75 3204 -8 2349.4011907677245 2346.8811536433577 100 GTEX 1 50 100 1.0 0.0015 75 3204 -9 2343.0060896155724 2313.4250497564162 100 GTEX 1 50 100 1.0 0.0015 75 3204 -10 2337.692326567575 2316.4862779972673 100 GTEX 1 50 100 1.0 0.0015 75 3204 -11 2333.644703620966 2320.260220487761 100 GTEX 1 50 100 1.0 0.0015 75 3204 -12 2329.356265540207 2302.8378191465663 100 GTEX 1 50 100 1.0 0.0015 75 3204 -13 2326.681379438114 2299.3534952025902 100 GTEX 1 50 100 1.0 0.0015 75 3204 -14 2322.4432907773385 2296.9631486899953 100 GTEX 1 50 100 1.0 0.0015 75 3204 -15 2319.936508093286 2293.623757017883 100 GTEX 1 50 100 1.0 0.0015 75 3204 -16 2317.0057556016955 2293.8132927608126 100 GTEX 1 50 100 1.0 0.0015 75 3204 -17 2314.1430105223653 2293.1532571886883 100 GTEX 1 50 100 1.0 0.0015 75 3204 -18 2312.5389419125318 2288.2828726532794 100 GTEX 1 50 100 1.0 0.0015 75 3204 -19 2310.273732469945 2288.1828668978733 100 GTEX 1 50 100 1.0 0.0015 75 3204 -20 2308.4726339686545 2281.2248479458767 100 GTEX 1 50 100 1.0 0.0015 75 3204 -21 2306.4170471172065 2278.7330234077945 100 GTEX 1 50 100 1.0 0.0015 75 3204 -22 2304.3399272276806 2280.498516590423 100 GTEX 1 50 100 1.0 0.0015 75 3204 -23 2303.3174248736977 2276.6441924236574 100 GTEX 1 50 100 1.0 0.0015 75 3204 -24 2300.7465372364613 2275.9077742543964 100 GTEX 1 50 100 1.0 0.0015 75 3204 -25 2299.822209122189 2274.451293481167 100 GTEX 1 50 100 1.0 0.0015 75 3204 -26 2298.441741011746 2274.5288819287666 100 GTEX 1 50 100 1.0 0.0015 75 3204 -27 2296.5650765900627 2272.9623113711978 100 GTEX 1 50 100 1.0 0.0015 75 3204 -28 2296.2293681701485 2273.56568403933 100 GTEX 1 50 100 1.0 0.0015 75 3204 -29 2294.647610923966 2268.2684711412785 100 GTEX 1 50 100 1.0 0.0015 75 3204 -30 2293.4127436196954 2267.0081633941304 100 GTEX 1 50 100 1.0 0.0015 75 3204 -31 2292.3304673780467 2266.3632552578424 100 GTEX 1 50 100 1.0 0.0015 75 3204 -32 2291.5603087431177 2265.815929108246 100 GTEX 1 50 100 1.0 0.0015 75 3204 -33 2290.2265608753187 2266.1439464264495 100 GTEX 1 50 100 1.0 0.0015 75 3204 -34 2289.2874641744843 2267.6211234553234 100 GTEX 1 50 100 1.0 0.0015 75 3204 -35 2288.868627406179 2263.4181451253567 100 GTEX 1 50 100 1.0 0.0015 75 3204 -36 2287.7055761801275 2262.9815047231464 100 GTEX 1 50 100 1.0 0.0015 75 3204 -37 2287.006098693158 2269.088118984672 100 GTEX 1 50 100 1.0 0.0015 75 3204 -38 2285.7147695562135 2263.9567174875237 100 GTEX 1 50 100 1.0 0.0015 75 3204 -39 2285.1957715627723 2258.8034101711028 100 GTEX 1 50 100 1.0 0.0015 75 3204 -40 2284.7739626847288 2260.2928378609195 100 GTEX 1 50 100 1.0 0.0015 75 3204 -41 2284.4884156085777 2259.659457246614 100 GTEX 1 50 100 1.0 0.0015 75 3204 -42 2283.3391022763285 2257.6717710313687 100 GTEX 1 50 100 1.0 0.0015 75 3204 -43 2282.3715257605368 2258.680186920746 100 GTEX 1 50 100 1.0 0.0015 75 3204 -44 2281.5938768798856 2257.0263848250356 100 GTEX 1 50 100 1.0 0.0015 75 3204 -45 2282.1397518239755 2257.5738938480276 100 GTEX 1 50 100 1.0 0.0015 75 3204 -46 2280.910288674433 2257.37856928024 100 GTEX 1 50 100 1.0 0.0015 75 3204 -47 2280.5830094887588 2261.940076008496 100 GTEX 1 50 100 1.0 0.0015 75 3204 -48 2279.819374878278 2254.2483327887358 100 GTEX 1 50 100 1.0 0.0015 75 3204 -49 2279.179290510375 2253.231559492336 100 GTEX 1 50 100 1.0 0.0015 75 3204 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index a10eea39f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3394.814246068374 4242.3537917916765 150 GTEX 1 100 100 0.5 0.0015 75 3500 -1 2580.447414579922 2955.0312462868346 150 GTEX 1 100 100 0.5 0.0015 75 3500 -2 2491.6038057209007 2501.9863805734612 150 GTEX 1 100 100 0.5 0.0015 75 3500 -3 2446.6111252977034 2440.25775773081 150 GTEX 1 100 100 0.5 0.0015 75 3500 -4 2419.67295523265 2407.4486441376544 150 GTEX 1 100 100 0.5 0.0015 75 3500 -5 2401.865730031788 2396.8531141389913 150 GTEX 1 100 100 0.5 0.0015 75 3500 -6 2387.3008557790386 2396.523359523527 150 GTEX 1 100 100 0.5 0.0015 75 3500 -7 2377.989327931689 2370.8389252057095 150 GTEX 1 100 100 0.5 0.0015 75 3500 -8 2369.864224467847 2366.137358806886 150 GTEX 1 100 100 0.5 0.0015 75 3500 -9 2360.731549008439 2362.7391543080143 150 GTEX 1 100 100 0.5 0.0015 75 3500 -10 2354.93157383254 2357.82689408567 150 GTEX 1 100 100 0.5 0.0015 75 3500 -11 2349.3849116916 2353.193298571917 150 GTEX 1 100 100 0.5 0.0015 75 3500 -12 2345.3792492125194 2343.1862031769842 150 GTEX 1 100 100 0.5 0.0015 75 3500 -13 2343.013038765003 2338.198709118049 150 GTEX 1 100 100 0.5 0.0015 75 3500 -14 2336.6266482780234 2339.5204957447127 150 GTEX 1 100 100 0.5 0.0015 75 3500 -15 2334.0551302643808 2331.6427814208055 150 GTEX 1 100 100 0.5 0.0015 75 3500 -16 2331.6453044952204 2328.46538355142 150 GTEX 1 100 100 0.5 0.0015 75 3500 -17 2328.763756152127 2326.312225689906 150 GTEX 1 100 100 0.5 0.0015 75 3500 -18 2325.4283927836086 2321.809731371049 150 GTEX 1 100 100 0.5 0.0015 75 3500 -19 2322.860409277375 2322.5706717487524 150 GTEX 1 100 100 0.5 0.0015 75 3500 -20 2320.822507341497 2317.3043570282794 150 GTEX 1 100 100 0.5 0.0015 75 3500 -21 2317.889764511964 2315.9877451617454 150 GTEX 1 100 100 0.5 0.0015 75 3500 -22 2315.7566299897835 2316.1731630042477 150 GTEX 1 100 100 0.5 0.0015 75 3500 -23 2314.482189958169 2316.277489491742 150 GTEX 1 100 100 0.5 0.0015 75 3500 -24 2312.8159267626606 2308.249718727721 150 GTEX 1 100 100 0.5 0.0015 75 3500 -25 2310.8045489120927 2308.715141731523 150 GTEX 1 100 100 0.5 0.0015 75 3500 -26 2308.6176565429582 2313.087845138724 150 GTEX 1 100 100 0.5 0.0015 75 3500 -27 2307.166654666374 2318.07357915726 150 GTEX 1 100 100 0.5 0.0015 75 3500 -28 2305.8847274063028 2303.431388129753 150 GTEX 1 100 100 0.5 0.0015 75 3500 -29 2304.543013415846 2302.6598596609138 150 GTEX 1 100 100 0.5 0.0015 75 3500 -30 2302.9287784520407 2301.992865152685 150 GTEX 1 100 100 0.5 0.0015 75 3500 -31 2301.670044009784 2301.233947521833 150 GTEX 1 100 100 0.5 0.0015 75 3500 -32 2300.435131369164 2300.304512052935 150 GTEX 1 100 100 0.5 0.0015 75 3500 -33 2299.7445628616592 2297.3633104911773 150 GTEX 1 100 100 0.5 0.0015 75 3500 -34 2298.3529210173747 2298.168472812203 150 GTEX 1 100 100 0.5 0.0015 75 3500 -35 2296.7051831877343 2295.299838105989 150 GTEX 1 100 100 0.5 0.0015 75 3500 -36 2296.598266537091 2297.6998950102484 150 GTEX 1 100 100 0.5 0.0015 75 3500 -37 2295.0423025790246 2295.6445934455205 150 GTEX 1 100 100 0.5 0.0015 75 3500 -38 2294.0800138856107 2294.3844021989366 150 GTEX 1 100 100 0.5 0.0015 75 3500 -39 2293.2832667712514 2291.7363717546937 150 GTEX 1 100 100 0.5 0.0015 75 3500 -40 2291.7992349658684 2293.4493245752137 150 GTEX 1 100 100 0.5 0.0015 75 3500 -41 2291.322106277274 2290.2700849757903 150 GTEX 1 100 100 0.5 0.0015 75 3500 -42 2290.2151471528155 2290.1834429026558 150 GTEX 1 100 100 0.5 0.0015 75 3500 -43 2290.1348167379947 2289.168889615019 150 GTEX 1 100 100 0.5 0.0015 75 3500 -44 2289.4290370858557 2287.7739039664034 150 GTEX 1 100 100 0.5 0.0015 75 3500 -45 2288.3598137155714 2286.8020520808577 150 GTEX 1 100 100 0.5 0.0015 75 3500 -46 2287.7473912515597 2286.158361398675 150 GTEX 1 100 100 0.5 0.0015 75 3500 -47 2287.2612602029994 2290.3713332491684 150 GTEX 1 100 100 0.5 0.0015 75 3500 -48 2285.938454796926 2288.3936024945046 150 GTEX 1 100 100 0.5 0.0015 75 3500 -49 2285.504927065728 2287.5170104748395 150 GTEX 1 100 100 0.5 0.0015 75 3500 -50 2284.7691492951253 2286.1755064757604 150 GTEX 1 100 100 0.5 0.0015 75 3500 -51 2284.437964890995 2287.648784680965 150 GTEX 1 100 100 0.5 0.0015 75 3500 -52 2284.494391006465 2283.1748636340008 150 GTEX 1 100 100 0.5 0.0015 75 3500 -53 2282.7593863263505 2284.798423854117 150 GTEX 1 100 100 0.5 0.0015 75 3500 -54 2283.0927414080656 2280.8503854265687 150 GTEX 1 100 100 0.5 0.0015 75 3500 -55 2282.308967220427 2282.26959994356 150 GTEX 1 100 100 0.5 0.0015 75 3500 -56 2281.4119696266057 2282.8713030796994 150 GTEX 1 100 100 0.5 0.0015 75 3500 -57 2280.6934312993903 2281.003226740732 150 GTEX 1 100 100 0.5 0.0015 75 3500 -58 2280.6776844224923 2279.8839956073252 150 GTEX 1 100 100 0.5 0.0015 75 3500 -59 2279.6000789853074 2280.8758939445697 150 GTEX 1 100 100 0.5 0.0015 75 3500 -60 2279.3344104025828 2278.0685088299074 150 GTEX 1 100 100 0.5 0.0015 75 3500 -61 2279.0594368823117 2278.339379604325 150 GTEX 1 100 100 0.5 0.0015 75 3500 -62 2278.1793752516965 2277.648586026616 150 GTEX 1 100 100 0.5 0.0015 75 3500 -63 2277.978072654311 2277.128244842413 150 GTEX 1 100 100 0.5 0.0015 75 3500 -64 2278.0917233259283 2278.81963856048 150 GTEX 1 100 100 0.5 0.0015 75 3500 -65 2277.6856009794715 2280.2125448364723 150 GTEX 1 100 100 0.5 0.0015 75 3500 -66 2277.1241962468725 2276.1122921555666 150 GTEX 1 100 100 0.5 0.0015 75 3500 -67 2276.3644828437764 2277.4173259082404 150 GTEX 1 100 100 0.5 0.0015 75 3500 -68 2276.70252185635 2276.3391595992753 150 GTEX 1 100 100 0.5 0.0015 75 3500 -69 2276.045434345952 2278.053579584274 150 GTEX 1 100 100 0.5 0.0015 75 3500 -70 2275.230370340723 2274.9887133696234 150 GTEX 1 100 100 0.5 0.0015 75 3500 -71 2274.758450458253 2277.8004735214176 150 GTEX 1 100 100 0.5 0.0015 75 3500 -72 2274.6949261352756 2277.4525155767287 150 GTEX 1 100 100 0.5 0.0015 75 3500 -73 2275.5941047479073 2279.7023062470294 150 GTEX 1 100 100 0.5 0.0015 75 3500 -74 2274.454634096978 2273.7969938212927 150 GTEX 1 100 100 0.5 0.0015 75 3500 -75 2273.829192776759 2276.1020554227066 150 GTEX 1 100 100 0.5 0.0015 75 3500 -76 2273.1315172678364 2273.1503326067905 150 GTEX 1 100 100 0.5 0.0015 75 3500 -77 2273.168141765681 2274.4950911953424 150 GTEX 1 100 100 0.5 0.0015 75 3500 -78 2272.5820016446933 2272.660045783329 150 GTEX 1 100 100 0.5 0.0015 75 3500 -79 2272.426796804855 2272.1099579669676 150 GTEX 1 100 100 0.5 0.0015 75 3500 -80 2272.5765243277224 2271.8376757255523 150 GTEX 1 100 100 0.5 0.0015 75 3500 -81 2271.693858539037 2272.318974368019 150 GTEX 1 100 100 0.5 0.0015 75 3500 -82 2271.7875513141457 2271.692541086175 150 GTEX 1 100 100 0.5 0.0015 75 3500 -83 2271.568933274384 2272.2031226792715 150 GTEX 1 100 100 0.5 0.0015 75 3500 -84 2270.8239666922764 2272.5205913587215 150 GTEX 1 100 100 0.5 0.0015 75 3500 -85 2270.227406818587 2270.258426564728 150 GTEX 1 100 100 0.5 0.0015 75 3500 -86 2270.118735692488 2270.908921158359 150 GTEX 1 100 100 0.5 0.0015 75 3500 -87 2269.9819136333776 2271.8173934878505 150 GTEX 1 100 100 0.5 0.0015 75 3500 -88 2269.893863815383 2269.2281484857713 150 GTEX 1 100 100 0.5 0.0015 75 3500 -89 2269.1984884427898 2272.786802574709 150 GTEX 1 100 100 0.5 0.0015 75 3500 -90 2269.9946454496335 2270.5232323476116 150 GTEX 1 100 100 0.5 0.0015 75 3500 -91 2269.016708559379 2272.0432435242396 150 GTEX 1 100 100 0.5 0.0015 75 3500 -92 2270.8582185104756 2271.095721690827 150 GTEX 1 100 100 0.5 0.0015 75 3500 -93 2268.7336485868677 2269.7070744155476 150 GTEX 1 100 100 0.5 0.0015 75 3500 -94 2267.9886140776016 2268.894309388367 150 GTEX 1 100 100 0.5 0.0015 75 3500 -95 2268.0391126846052 2269.707745106048 150 GTEX 1 100 100 0.5 0.0015 75 3500 -96 2268.325325029131 2268.877094689431 150 GTEX 1 100 100 0.5 0.0015 75 3500 -97 2268.9803874901386 2271.2765560947896 150 GTEX 1 100 100 0.5 0.0015 75 3500 -98 2267.8173554250125 2267.8052532935776 150 GTEX 1 100 100 0.5 0.0015 75 3500 -99 2267.296674957872 2267.599987189579 150 GTEX 1 100 100 0.5 0.0015 75 3500 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index 95ffd9501..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3387.0050355841345 4352.333848844463 150 GTEX 1 100 100 0.0 0.0015 75 612 -1 2572.743929957971 2817.8413081296044 150 GTEX 1 100 100 0.0 0.0015 75 612 -2 2487.813964199035 2719.2538988236693 150 GTEX 1 100 100 0.0 0.0015 75 612 -3 2445.178768446066 2450.7842999012296 150 GTEX 1 100 100 0.0 0.0015 75 612 -4 2419.045755517109 2419.7844061905894 150 GTEX 1 100 100 0.0 0.0015 75 612 -5 2399.7082947106146 2404.3755472277508 150 GTEX 1 100 100 0.0 0.0015 75 612 -6 2387.096866267982 2384.2003781858957 150 GTEX 1 100 100 0.0 0.0015 75 612 -7 2376.605737441367 2370.7109193983188 150 GTEX 1 100 100 0.0 0.0015 75 612 -8 2369.0340229702106 2360.5029617135515 150 GTEX 1 100 100 0.0 0.0015 75 612 -9 2359.8874338935166 2361.1195653182926 150 GTEX 1 100 100 0.0 0.0015 75 612 -10 2354.9951044737227 2361.8099495195165 150 GTEX 1 100 100 0.0 0.0015 75 612 -11 2350.488094875827 2344.348128286151 150 GTEX 1 100 100 0.0 0.0015 75 612 -12 2345.0408818853484 2367.8578976243166 150 GTEX 1 100 100 0.0 0.0015 75 612 -13 2341.4958041956597 2340.821504890239 150 GTEX 1 100 100 0.0 0.0015 75 612 -14 2337.711451621422 2347.424717428113 150 GTEX 1 100 100 0.0 0.0015 75 612 -15 2334.3194690840137 2331.1552780789566 150 GTEX 1 100 100 0.0 0.0015 75 612 -16 2330.831936734801 2329.513262034369 150 GTEX 1 100 100 0.0 0.0015 75 612 -17 2328.0984890668738 2326.9514851733306 150 GTEX 1 100 100 0.0 0.0015 75 612 -18 2324.8991358809303 2323.042364896477 150 GTEX 1 100 100 0.0 0.0015 75 612 -19 2323.456591425519 2322.9940273734555 150 GTEX 1 100 100 0.0 0.0015 75 612 -20 2320.8161878463925 2313.7017836189993 150 GTEX 1 100 100 0.0 0.0015 75 612 -21 2318.758798810589 2314.3188625089115 150 GTEX 1 100 100 0.0 0.0015 75 612 -22 2315.743339321789 2312.6899335157736 150 GTEX 1 100 100 0.0 0.0015 75 612 -23 2313.9710019890226 2318.5388378534935 150 GTEX 1 100 100 0.0 0.0015 75 612 -24 2312.561592963551 2314.0745018788616 150 GTEX 1 100 100 0.0 0.0015 75 612 -25 2310.198473691714 2308.347651144398 150 GTEX 1 100 100 0.0 0.0015 75 612 -26 2309.0203297422545 2308.284893543548 150 GTEX 1 100 100 0.0 0.0015 75 612 -27 2307.184839081233 2315.416581882723 150 GTEX 1 100 100 0.0 0.0015 75 612 -28 2305.5587665593725 2310.1733361305846 150 GTEX 1 100 100 0.0 0.0015 75 612 -29 2304.6943496312438 2303.18869656755 150 GTEX 1 100 100 0.0 0.0015 75 612 -30 2303.172310749883 2301.097894356731 150 GTEX 1 100 100 0.0 0.0015 75 612 -31 2301.52952440777 2305.483606838908 150 GTEX 1 100 100 0.0 0.0015 75 612 -32 2301.1387793360736 2301.96099226919 150 GTEX 1 100 100 0.0 0.0015 75 612 -33 2299.656166367588 2297.9081854874644 150 GTEX 1 100 100 0.0 0.0015 75 612 -34 2298.3754238097636 2294.19137190322 150 GTEX 1 100 100 0.0 0.0015 75 612 -35 2296.8554766670986 2296.757531227721 150 GTEX 1 100 100 0.0 0.0015 75 612 -36 2296.2740794296965 2297.6069400917895 150 GTEX 1 100 100 0.0 0.0015 75 612 -37 2295.1183135331944 2298.5608931276734 150 GTEX 1 100 100 0.0 0.0015 75 612 -38 2294.5460400168845 2292.092368238326 150 GTEX 1 100 100 0.0 0.0015 75 612 -39 2293.1844481261387 2294.716351295152 150 GTEX 1 100 100 0.0 0.0015 75 612 -40 2292.8132344333853 2296.0471451327826 150 GTEX 1 100 100 0.0 0.0015 75 612 -41 2291.8777270149353 2288.4690591210197 150 GTEX 1 100 100 0.0 0.0015 75 612 -42 2290.0929260544026 2289.3469646729445 150 GTEX 1 100 100 0.0 0.0015 75 612 -43 2290.130370010629 2287.4404422194334 150 GTEX 1 100 100 0.0 0.0015 75 612 -44 2288.8391332484302 2285.634935502317 150 GTEX 1 100 100 0.0 0.0015 75 612 -45 2288.3257142821776 2286.0561031443085 150 GTEX 1 100 100 0.0 0.0015 75 612 -46 2287.504364178074 2285.861556948818 150 GTEX 1 100 100 0.0 0.0015 75 612 -47 2287.3891151293637 2286.9670219856525 150 GTEX 1 100 100 0.0 0.0015 75 612 -48 2286.842950734088 2283.980240390328 150 GTEX 1 100 100 0.0 0.0015 75 612 -49 2285.9115995602733 2284.3569442691005 150 GTEX 1 100 100 0.0 0.0015 75 612 -50 2286.054263793391 2287.3628217457817 150 GTEX 1 100 100 0.0 0.0015 75 612 -51 2284.5347902066883 2289.080932153042 150 GTEX 1 100 100 0.0 0.0015 75 612 -52 2284.6147312395196 2281.1523228634446 150 GTEX 1 100 100 0.0 0.0015 75 612 -53 2283.183346721052 2281.0243551159992 150 GTEX 1 100 100 0.0 0.0015 75 612 -54 2282.9412480627607 2279.6470933341257 150 GTEX 1 100 100 0.0 0.0015 75 612 -55 2281.6809530752794 2280.841885062678 150 GTEX 1 100 100 0.0 0.0015 75 612 -56 2281.6828451328875 2277.758150862197 150 GTEX 1 100 100 0.0 0.0015 75 612 -57 2281.126959933189 2285.9428618108363 150 GTEX 1 100 100 0.0 0.0015 75 612 -58 2280.5481460424617 2278.887305430133 150 GTEX 1 100 100 0.0 0.0015 75 612 -59 2280.290713924232 2280.5228471067016 150 GTEX 1 100 100 0.0 0.0015 75 612 -60 2279.455419952821 2280.2262979369652 150 GTEX 1 100 100 0.0 0.0015 75 612 -61 2278.890738598759 2276.714744422826 150 GTEX 1 100 100 0.0 0.0015 75 612 -62 2279.2879456991227 2277.22511482964 150 GTEX 1 100 100 0.0 0.0015 75 612 -63 2278.8879146702857 2281.1184875720355 150 GTEX 1 100 100 0.0 0.0015 75 612 -64 2278.022908266462 2276.0705807762 150 GTEX 1 100 100 0.0 0.0015 75 612 -65 2277.480465681157 2273.56926399492 150 GTEX 1 100 100 0.0 0.0015 75 612 -66 2277.0908004294934 2275.214957929836 150 GTEX 1 100 100 0.0 0.0015 75 612 -67 2277.7080890207844 2276.338734441837 150 GTEX 1 100 100 0.0 0.0015 75 612 -68 2276.0238793359913 2275.706423219166 150 GTEX 1 100 100 0.0 0.0015 75 612 -69 2275.4193031550385 2275.9358327887358 150 GTEX 1 100 100 0.0 0.0015 75 612 -70 2275.0360207868453 2274.383319347077 150 GTEX 1 100 100 0.0 0.0015 75 612 -71 2274.518879159597 2273.2084571055134 150 GTEX 1 100 100 0.0 0.0015 75 612 -72 2275.16417700136 2272.5099118308876 150 GTEX 1 100 100 0.0 0.0015 75 612 -73 2273.9661698253226 2273.982637702739 150 GTEX 1 100 100 0.0 0.0015 75 612 -74 2273.978677061602 2278.2917406205443 150 GTEX 1 100 100 0.0 0.0015 75 612 -75 2273.912666150757 2275.7438505339533 150 GTEX 1 100 100 0.0 0.0015 75 612 -76 2274.104710565319 2270.6047613919914 150 GTEX 1 100 100 0.0 0.0015 75 612 -77 2272.885907827643 2275.6339482644667 150 GTEX 1 100 100 0.0 0.0015 75 612 -78 2273.060938552175 2271.041148370663 150 GTEX 1 100 100 0.0 0.0015 75 612 -79 2272.5570847045988 2270.302970161003 150 GTEX 1 100 100 0.0 0.0015 75 612 -80 2271.950529584263 2270.6275263449083 150 GTEX 1 100 100 0.0 0.0015 75 612 -81 2271.4460330333327 2272.7184125660942 150 GTEX 1 100 100 0.0 0.0015 75 612 -82 2271.742918451925 2271.1718462229683 150 GTEX 1 100 100 0.0 0.0015 75 612 -83 2270.72987532865 2269.663635950125 150 GTEX 1 100 100 0.0 0.0015 75 612 -84 2272.2075873036765 2275.2805825585197 150 GTEX 1 100 100 0.0 0.0015 75 612 -85 2271.854230278533 2268.47124292642 150 GTEX 1 100 100 0.0 0.0015 75 612 -86 2270.7668880222086 2268.228763942936 150 GTEX 1 100 100 0.0 0.0015 75 612 -87 2271.2510846682885 2267.463449920538 150 GTEX 1 100 100 0.0 0.0015 75 612 -88 2270.309474559448 2267.91941642036 150 GTEX 1 100 100 0.0 0.0015 75 612 -89 2269.6292600179404 2269.03451990628 150 GTEX 1 100 100 0.0 0.0015 75 612 -90 2269.7507882026052 2268.8038158344225 150 GTEX 1 100 100 0.0 0.0015 75 612 -91 2269.1123302697856 2268.7518598317192 150 GTEX 1 100 100 0.0 0.0015 75 612 -92 2269.0802750209195 2278.3803845539746 150 GTEX 1 100 100 0.0 0.0015 75 612 -93 2269.4922422233976 2266.920971308371 150 GTEX 1 100 100 0.0 0.0015 75 612 -94 2268.4415563654093 2266.9749338128267 150 GTEX 1 100 100 0.0 0.0015 75 612 -95 2268.705167430903 2265.807088525576 150 GTEX 1 100 100 0.0 0.0015 75 612 -96 2267.8324364661867 2267.355295623663 150 GTEX 1 100 100 0.0 0.0015 75 612 -97 2267.7979847348024 2265.0436895682333 150 GTEX 1 100 100 0.0 0.0015 75 612 -98 2267.90331554161 2269.1120025286655 150 GTEX 1 100 100 0.0 0.0015 75 612 -99 2267.6661196046134 2268.8529795367454 150 GTEX 1 100 100 0.0 0.0015 75 612 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index d2408d24e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3395.7586976935095 3766.785045783329 150 GTEX 1 100 100 1.0 0.0015 75 1752 -1 2570.0009805339437 2900.6362926642705 150 GTEX 1 100 100 1.0 0.0015 75 1752 -2 2488.1840570678905 2504.739787402715 150 GTEX 1 100 100 1.0 0.0015 75 1752 -3 2444.7911720070374 2465.8925990115554 150 GTEX 1 100 100 1.0 0.0015 75 1752 -4 2418.1828574856245 2427.462545300618 150 GTEX 1 100 100 1.0 0.0015 75 1752 -5 2401.0104902587195 2426.2768336539034 150 GTEX 1 100 100 1.0 0.0015 75 1752 -6 2386.866004061394 2412.420095001337 150 GTEX 1 100 100 1.0 0.0015 75 1752 -7 2376.6703879264815 2382.635339309054 150 GTEX 1 100 100 1.0 0.0015 75 1752 -8 2368.734423276249 2379.902229570164 150 GTEX 1 100 100 1.0 0.0015 75 1752 -9 2360.144478512324 2368.3751879789984 150 GTEX 1 100 100 1.0 0.0015 75 1752 -10 2354.64971132763 2361.6926538735743 150 GTEX 1 100 100 1.0 0.0015 75 1752 -11 2347.6651590052534 2357.2710257990734 150 GTEX 1 100 100 1.0 0.0015 75 1752 -12 2345.659414466865 2351.7595590801748 150 GTEX 1 100 100 1.0 0.0015 75 1752 -13 2340.9684223043287 2350.294388107474 150 GTEX 1 100 100 1.0 0.0015 75 1752 -14 2335.4137472086427 2348.780060858781 150 GTEX 1 100 100 1.0 0.0015 75 1752 -15 2332.959801641351 2342.424838105989 150 GTEX 1 100 100 1.0 0.0015 75 1752 -16 2330.205790044942 2337.3875945928885 150 GTEX 1 100 100 1.0 0.0015 75 1752 -17 2326.0414589567295 2333.767786526408 150 GTEX 1 100 100 1.0 0.0015 75 1752 -18 2324.0533000993996 2336.5200199953956 150 GTEX 1 100 100 1.0 0.0015 75 1752 -19 2322.016478421961 2333.962284914894 150 GTEX 1 100 100 1.0 0.0015 75 1752 -20 2319.6582410858114 2332.9840120380823 150 GTEX 1 100 100 1.0 0.0015 75 1752 -21 2317.2318300009656 2328.5334667597435 150 GTEX 1 100 100 1.0 0.0015 75 1752 -22 2315.571269153705 2322.3985753512657 150 GTEX 1 100 100 1.0 0.0015 75 1752 -23 2312.202387020683 2319.5791498336503 150 GTEX 1 100 100 1.0 0.0015 75 1752 -24 2311.449278914791 2318.4903722262657 150 GTEX 1 100 100 1.0 0.0015 75 1752 -25 2309.180044852555 2316.6294223799905 150 GTEX 1 100 100 1.0 0.0015 75 1752 -26 2307.595002552039 2321.7283304308758 150 GTEX 1 100 100 1.0 0.0015 75 1752 -27 2305.717737178736 2315.4377919476296 150 GTEX 1 100 100 1.0 0.0015 75 1752 -28 2305.7232680844068 2317.534652187797 150 GTEX 1 100 100 1.0 0.0015 75 1752 -29 2303.134062163717 2311.926019356731 150 GTEX 1 100 100 1.0 0.0015 75 1752 -30 2301.725477934866 2311.0907428001724 150 GTEX 1 100 100 1.0 0.0015 75 1752 -31 2301.178115530428 2312.363137364841 150 GTEX 1 100 100 1.0 0.0015 75 1752 -32 2298.808206431098 2306.599859549519 150 GTEX 1 100 100 1.0 0.0015 75 1752 -33 2297.589098665925 2308.246200967651 150 GTEX 1 100 100 1.0 0.0015 75 1752 -34 2297.1238716974094 2312.1386115360624 150 GTEX 1 100 100 1.0 0.0015 75 1752 -35 2296.5739186481246 2306.689567304836 150 GTEX 1 100 100 1.0 0.0015 75 1752 -36 2294.9633384697336 2314.865733795746 150 GTEX 1 100 100 1.0 0.0015 75 1752 -37 2293.4167567892086 2307.2642427741803 150 GTEX 1 100 100 1.0 0.0015 75 1752 -38 2293.4763708133764 2303.1649666557746 150 GTEX 1 100 100 1.0 0.0015 75 1752 -39 2292.548953096529 2301.373666509476 150 GTEX 1 100 100 1.0 0.0015 75 1752 -40 2291.891266646022 2301.7122821300204 150 GTEX 1 100 100 1.0 0.0015 75 1752 -41 2290.7759868057296 2300.2456101102066 150 GTEX 1 100 100 1.0 0.0015 75 1752 -42 2289.1414252200902 2300.811119166617 150 GTEX 1 100 100 1.0 0.0015 75 1752 -43 2288.503014867228 2297.9847908745246 150 GTEX 1 100 100 1.0 0.0015 75 1752 -44 2288.6681668837723 2299.4819814007546 150 GTEX 1 100 100 1.0 0.0015 75 1752 -45 2287.2601518349925 2295.622682984791 150 GTEX 1 100 100 1.0 0.0015 75 1752 -46 2286.2915487784044 2296.978334144041 150 GTEX 1 100 100 1.0 0.0015 75 1752 -47 2285.618159497919 2295.6292028390862 150 GTEX 1 100 100 1.0 0.0015 75 1752 -48 2285.037775623341 2293.885458130347 150 GTEX 1 100 100 1.0 0.0015 75 1752 -49 2284.294034902078 2293.7984090014556 150 GTEX 1 100 100 1.0 0.0015 75 1752 -50 2283.609722140272 2293.130946634387 150 GTEX 1 100 100 1.0 0.0015 75 1752 -51 2283.5210708548857 2293.395730602424 150 GTEX 1 100 100 1.0 0.0015 75 1752 -52 2283.380819170581 2293.990721263813 150 GTEX 1 100 100 1.0 0.0015 75 1752 -53 2282.91425498607 2290.5480878126486 150 GTEX 1 100 100 1.0 0.0015 75 1752 -54 2281.752649159168 2291.387671176925 150 GTEX 1 100 100 1.0 0.0015 75 1752 -55 2281.9336768150633 2293.774385749614 150 GTEX 1 100 100 1.0 0.0015 75 1752 -56 2280.545396281986 2291.5626123232532 150 GTEX 1 100 100 1.0 0.0015 75 1752 -57 2280.7222526069177 2290.4625406591613 150 GTEX 1 100 100 1.0 0.0015 75 1752 -58 2279.3590568976856 2292.6425400650546 150 GTEX 1 100 100 1.0 0.0015 75 1752 -59 2278.8173270575585 2290.9375310977603 150 GTEX 1 100 100 1.0 0.0015 75 1752 -60 2278.8255318536594 2288.698958828422 150 GTEX 1 100 100 1.0 0.0015 75 1752 -61 2277.6953716074586 2288.2293496947777 150 GTEX 1 100 100 1.0 0.0015 75 1752 -62 2277.5520578885867 2288.7527407802104 150 GTEX 1 100 100 1.0 0.0015 75 1752 -63 2277.0729069357703 2287.560971104147 150 GTEX 1 100 100 1.0 0.0015 75 1752 -64 2276.5619249659176 2286.094190938391 150 GTEX 1 100 100 1.0 0.0015 75 1752 -65 2276.7248800778775 2286.8105032453063 150 GTEX 1 100 100 1.0 0.0015 75 1752 -66 2276.6859313055797 2287.99761336294 150 GTEX 1 100 100 1.0 0.0015 75 1752 -67 2275.6381156923803 2287.436728125743 150 GTEX 1 100 100 1.0 0.0015 75 1752 -68 2274.3477146095897 2292.437416917924 150 GTEX 1 100 100 1.0 0.0015 75 1752 -69 2274.737489875398 2284.599720769962 150 GTEX 1 100 100 1.0 0.0015 75 1752 -70 2274.371797185495 2285.367862831957 150 GTEX 1 100 100 1.0 0.0015 75 1752 -71 2273.5488263971642 2284.2136156205443 150 GTEX 1 100 100 1.0 0.0015 75 1752 -72 2273.362628282785 2283.3936809351235 150 GTEX 1 100 100 1.0 0.0015 75 1752 -73 2272.9878191441735 2283.7552415971068 150 GTEX 1 100 100 1.0 0.0015 75 1752 -74 2274.3551971445218 2284.808836034042 150 GTEX 1 100 100 1.0 0.0015 75 1752 -75 2272.633937424285 2282.6551341937975 150 GTEX 1 100 100 1.0 0.0015 75 1752 -76 2272.7511003993313 2285.836459199739 150 GTEX 1 100 100 1.0 0.0015 75 1752 -77 2272.1547909844726 2283.207344084185 150 GTEX 1 100 100 1.0 0.0015 75 1752 -78 2271.68429507083 2281.289519219344 150 GTEX 1 100 100 1.0 0.0015 75 1752 -79 2271.02324510419 2280.9494907393655 150 GTEX 1 100 100 1.0 0.0015 75 1752 -80 2271.192442409942 2281.6068133800204 150 GTEX 1 100 100 1.0 0.0015 75 1752 -81 2270.6107732060213 2283.610587348503 150 GTEX 1 100 100 1.0 0.0015 75 1752 -82 2270.9563355768723 2285.126236948224 150 GTEX 1 100 100 1.0 0.0015 75 1752 -83 2270.1957520408064 2281.7735577137296 150 GTEX 1 100 100 1.0 0.0015 75 1752 -84 2269.3566965449886 2279.3600039173893 150 GTEX 1 100 100 1.0 0.0015 75 1752 -85 2270.5245229935235 2283.612820353345 150 GTEX 1 100 100 1.0 0.0015 75 1752 -86 2269.680879010436 2282.7773799533625 150 GTEX 1 100 100 1.0 0.0015 75 1752 -87 2269.4057689911338 2283.3056547795863 150 GTEX 1 100 100 1.0 0.0015 75 1752 -88 2268.767104414306 2279.6872994890687 150 GTEX 1 100 100 1.0 0.0015 75 1752 -89 2268.4301388777712 2280.7767194740672 150 GTEX 1 100 100 1.0 0.0015 75 1752 -90 2268.9610514597994 2279.9463869972374 150 GTEX 1 100 100 1.0 0.0015 75 1752 -91 2267.923051243588 2279.5651437737642 150 GTEX 1 100 100 1.0 0.0015 75 1752 -92 2267.4239891489847 2276.6097987650014 150 GTEX 1 100 100 1.0 0.0015 75 1752 -93 2267.995359497135 2278.4233644434707 150 GTEX 1 100 100 1.0 0.0015 75 1752 -94 2267.7289742235776 2278.498559291825 150 GTEX 1 100 100 1.0 0.0015 75 1752 -95 2267.121045937946 2278.0845548100347 150 GTEX 1 100 100 1.0 0.0015 75 1752 -96 2267.3658007956915 2277.8162489046163 150 GTEX 1 100 100 1.0 0.0015 75 1752 -97 2266.8311077088506 2277.3940657118883 150 GTEX 1 100 100 1.0 0.0015 75 1752 -98 2266.0703863327462 2276.0595749539566 150 GTEX 1 100 100 1.0 0.0015 75 1752 -99 2266.3399909770865 2275.770377851711 150 GTEX 1 100 100 1.0 0.0015 75 1752 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 81868db99..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3390.7447519178463 3709.455861138754 150 GTEX 1 50 100 0.5 0.0015 75 5628 -1 2577.7117050201523 2956.8826101324858 150 GTEX 1 50 100 0.5 0.0015 75 5628 -2 2496.7254116323893 2657.6295908648704 150 GTEX 1 50 100 0.5 0.0015 75 5628 -3 2449.259273527038 2445.835782475345 150 GTEX 1 50 100 0.5 0.0015 75 5628 -4 2422.0273820976404 2462.372209092057 150 GTEX 1 50 100 0.5 0.0015 75 5628 -5 2403.166441575217 2406.4445865761645 150 GTEX 1 50 100 0.5 0.0015 75 5628 -6 2390.0529622688105 2464.9868108365017 150 GTEX 1 50 100 0.5 0.0015 75 5628 -7 2378.424014138133 2403.4760821092264 150 GTEX 1 50 100 0.5 0.0015 75 5628 -8 2368.494259175169 2375.513087515595 150 GTEX 1 50 100 0.5 0.0015 75 5628 -9 2361.609803245402 2365.064611862821 150 GTEX 1 50 100 0.5 0.0015 75 5628 -10 2355.850010336069 2365.3172194332224 150 GTEX 1 50 100 0.5 0.0015 75 5628 -11 2349.263003176742 2372.1530942735562 150 GTEX 1 50 100 0.5 0.0015 75 5628 -12 2345.2222442772013 2356.681432223592 150 GTEX 1 50 100 0.5 0.0015 75 5628 -13 2340.882053412718 2350.609921763605 150 GTEX 1 50 100 0.5 0.0015 75 5628 -14 2337.084748877887 2346.788324972523 150 GTEX 1 50 100 0.5 0.0015 75 5628 -15 2333.02920475814 2342.0754724074677 150 GTEX 1 50 100 0.5 0.0015 75 5628 -16 2330.620375408698 2336.9270158774953 150 GTEX 1 50 100 0.5 0.0015 75 5628 -17 2327.697528849185 2333.1191225233188 150 GTEX 1 50 100 0.5 0.0015 75 5628 -18 2323.8114483411127 2336.6238414923955 150 GTEX 1 50 100 0.5 0.0015 75 5628 -19 2322.238205044703 2335.91764570461 150 GTEX 1 50 100 0.5 0.0015 75 5628 -20 2321.2712424006168 2334.008873072867 150 GTEX 1 50 100 0.5 0.0015 75 5628 -21 2317.8081694244647 2326.090254054777 150 GTEX 1 50 100 0.5 0.0015 75 5628 -22 2315.1035111893616 2322.599532326818 150 GTEX 1 50 100 0.5 0.0015 75 5628 -23 2314.8171194851607 2329.8569957892705 150 GTEX 1 50 100 0.5 0.0015 75 5628 -24 2312.3298255515047 2317.4222314638782 150 GTEX 1 50 100 0.5 0.0015 75 5628 -25 2309.4608660140157 2318.275343746287 150 GTEX 1 50 100 0.5 0.0015 75 5628 -26 2308.6750506333265 2318.4529268097967 150 GTEX 1 50 100 0.5 0.0015 75 5628 -27 2307.3679383349318 2319.2627848926154 150 GTEX 1 50 100 0.5 0.0015 75 5628 -28 2305.3065675917 2312.1101983944272 150 GTEX 1 50 100 0.5 0.0015 75 5628 -29 2304.5248636866468 2321.1968376826876 150 GTEX 1 50 100 0.5 0.0015 75 5628 -30 2302.719072692684 2310.301562407171 150 GTEX 1 50 100 0.5 0.0015 75 5628 -31 2301.4033251865444 2309.3728366170094 150 GTEX 1 50 100 0.5 0.0015 75 5628 -32 2300.190957270568 2310.0694742529113 150 GTEX 1 50 100 0.5 0.0015 75 5628 -33 2298.7233497053085 2306.760988184708 150 GTEX 1 50 100 0.5 0.0015 75 5628 -34 2297.139453114685 2307.101451105038 150 GTEX 1 50 100 0.5 0.0015 75 5628 -35 2296.4823982268585 2304.122863537458 150 GTEX 1 50 100 0.5 0.0015 75 5628 -36 2295.834626717314 2302.0430170211503 150 GTEX 1 50 100 0.5 0.0015 75 5628 -37 2294.2762485341764 2305.2104417924193 150 GTEX 1 50 100 0.5 0.0015 75 5628 -38 2293.284769369504 2314.8277745700157 150 GTEX 1 50 100 0.5 0.0015 75 5628 -39 2293.007592213825 2302.834209949798 150 GTEX 1 50 100 0.5 0.0015 75 5628 -40 2291.329334820338 2304.0170216143356 150 GTEX 1 50 100 0.5 0.0015 75 5628 -41 2290.762899944998 2301.849656717859 150 GTEX 1 50 100 0.5 0.0015 75 5628 -42 2290.552515945604 2298.492520756595 150 GTEX 1 50 100 0.5 0.0015 75 5628 -43 2289.551686868076 2297.8451456860444 150 GTEX 1 50 100 0.5 0.0015 75 5628 -44 2288.4363459861806 2295.553613931054 150 GTEX 1 50 100 0.5 0.0015 75 5628 -45 2287.2753890003187 2296.0627418198965 150 GTEX 1 50 100 0.5 0.0015 75 5628 -46 2287.2719644039 2297.7119196322483 150 GTEX 1 50 100 0.5 0.0015 75 5628 -47 2286.4819412529628 2296.706710061193 150 GTEX 1 50 100 0.5 0.0015 75 5628 -48 2285.8188140279226 2293.6983986045925 150 GTEX 1 50 100 0.5 0.0015 75 5628 -49 2285.079882956916 2293.1352418384627 150 GTEX 1 50 100 0.5 0.0015 75 5628 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index 431a1ac10..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3394.6047471593347 3545.796128189609 150 GTEX 1 50 100 0.0 0.0015 75 1444 -1 2574.3775576096573 2739.770443760397 150 GTEX 1 50 100 0.0 0.0015 75 1444 -2 2497.5101722853483 2534.3898016055728 150 GTEX 1 50 100 0.0 0.0015 75 1444 -3 2451.3927630292233 2513.7825208308577 150 GTEX 1 50 100 0.0 0.0015 75 1444 -4 2425.8640752808274 2418.122449983662 150 GTEX 1 50 100 0.0 0.0015 75 1444 -5 2406.765130426333 2462.439286032557 150 GTEX 1 50 100 0.0 0.0015 75 1444 -6 2388.99225411194 2376.8152978701282 150 GTEX 1 50 100 0.0 0.0015 75 1444 -7 2379.408992617035 2366.5000078904764 150 GTEX 1 50 100 0.0 0.0015 75 1444 -8 2368.563951407892 2356.6050454491447 150 GTEX 1 50 100 0.0 0.0015 75 1444 -9 2362.2506612195652 2364.1307038861987 150 GTEX 1 50 100 0.0 0.0015 75 1444 -10 2356.1018430025433 2342.895957569659 150 GTEX 1 50 100 0.0 0.0015 75 1444 -11 2350.783653368073 2339.2152665867097 150 GTEX 1 50 100 0.0 0.0015 75 1444 -12 2348.3610906378326 2342.649968252436 150 GTEX 1 50 100 0.0 0.0015 75 1444 -13 2342.268594195627 2331.2911000995127 150 GTEX 1 50 100 0.0 0.0015 75 1444 -14 2338.4320596638736 2329.057910063421 150 GTEX 1 50 100 0.0 0.0015 75 1444 -15 2335.3876949514597 2337.5479425350522 150 GTEX 1 50 100 0.0 0.0015 75 1444 -16 2331.8215178847 2326.2884994912965 150 GTEX 1 50 100 0.0 0.0015 75 1444 -17 2330.738685383066 2321.6547972240373 150 GTEX 1 50 100 0.0 0.0015 75 1444 -18 2325.910401344803 2317.5598817542477 150 GTEX 1 50 100 0.0 0.0015 75 1444 -19 2324.5041522731926 2312.7409185257247 150 GTEX 1 50 100 0.0 0.0015 75 1444 -20 2322.0676185718316 2316.843086271685 150 GTEX 1 50 100 0.0 0.0015 75 1444 -21 2318.8361613192124 2311.272803477008 150 GTEX 1 50 100 0.0 0.0015 75 1444 -22 2317.5975891738653 2310.0568355661835 150 GTEX 1 50 100 0.0 0.0015 75 1444 -23 2314.6705304600437 2317.093672023527 150 GTEX 1 50 100 0.0 0.0015 75 1444 -24 2313.083460969684 2306.0707172350285 150 GTEX 1 50 100 0.0 0.0015 75 1444 -25 2311.791710576047 2302.3294691658743 150 GTEX 1 50 100 0.0 0.0015 75 1444 -26 2309.794753037071 2310.6888144605514 150 GTEX 1 50 100 0.0 0.0015 75 1444 -27 2308.3762119607914 2298.2556421548243 150 GTEX 1 50 100 0.0 0.0015 75 1444 -28 2306.6625692114303 2307.8505367380585 150 GTEX 1 50 100 0.0 0.0015 75 1444 -29 2305.48143577072 2297.8855003676035 150 GTEX 1 50 100 0.0 0.0015 75 1444 -30 2304.6214009179503 2307.6961470339234 150 GTEX 1 50 100 0.0 0.0015 75 1444 -31 2303.093799436736 2295.316627183341 150 GTEX 1 50 100 0.0 0.0015 75 1444 -32 2301.660858963414 2292.542358862583 150 GTEX 1 50 100 0.0 0.0015 75 1444 -33 2299.7912306503017 2290.6844412800024 150 GTEX 1 50 100 0.0 0.0015 75 1444 -34 2298.6902220119478 2292.9819410200807 150 GTEX 1 50 100 0.0 0.0015 75 1444 -35 2298.4266420217104 2292.3355360139913 150 GTEX 1 50 100 0.0 0.0015 75 1444 -36 2297.130661860154 2290.7953864848205 150 GTEX 1 50 100 0.0 0.0015 75 1444 -37 2296.597645264059 2297.0983195141694 150 GTEX 1 50 100 0.0 0.0015 75 1444 -38 2295.0504561073994 2287.423716730038 150 GTEX 1 50 100 0.0 0.0015 75 1444 -39 2293.8154244266266 2286.4092084645317 150 GTEX 1 50 100 0.0 0.0015 75 1444 -40 2293.4911678447584 2284.4477687589115 150 GTEX 1 50 100 0.0 0.0015 75 1444 -41 2292.5548072106562 2283.921783563302 150 GTEX 1 50 100 0.0 0.0015 75 1444 -42 2291.71253757914 2286.066266542152 150 GTEX 1 50 100 0.0 0.0015 75 1444 -43 2290.4516904836373 2287.565549437084 150 GTEX 1 50 100 0.0 0.0015 75 1444 -44 2289.7476864278133 2287.353722633971 150 GTEX 1 50 100 0.0 0.0015 75 1444 -45 2288.9967549695652 2284.1046759891874 150 GTEX 1 50 100 0.0 0.0015 75 1444 -46 2288.5625971714244 2281.714056558935 150 GTEX 1 50 100 0.0 0.0015 75 1444 -47 2288.266466662362 2281.7222584771566 150 GTEX 1 50 100 0.0 0.0015 75 1444 -48 2288.0415760627375 2279.4814499539566 150 GTEX 1 50 100 0.0 0.0015 75 1444 -49 2286.6009021572468 2278.8155638256 150 GTEX 1 50 100 0.0 0.0015 75 1444 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index d5109f6d3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3384.3297010183815 4318.313449177906 150 GTEX 1 50 100 1.0 0.0015 75 9106 -1 2579.004530643452 2897.4388915087334 150 GTEX 1 50 100 1.0 0.0015 75 9106 -2 2493.709611502043 2575.684678922588 150 GTEX 1 50 100 1.0 0.0015 75 9106 -3 2450.570428393944 2462.802491626812 150 GTEX 1 50 100 1.0 0.0015 75 9106 -4 2421.205843865739 2435.474671106375 150 GTEX 1 50 100 1.0 0.0015 75 9106 -5 2402.7555592989133 2386.284835061193 150 GTEX 1 50 100 1.0 0.0015 75 9106 -6 2389.708703795091 2392.9155612263844 150 GTEX 1 50 100 1.0 0.0015 75 9106 -7 2377.827047552518 2354.289583271447 150 GTEX 1 50 100 1.0 0.0015 75 9106 -8 2370.7491418329378 2365.951019171073 150 GTEX 1 50 100 1.0 0.0015 75 9106 -9 2362.4601080872208 2344.0777133027864 150 GTEX 1 50 100 1.0 0.0015 75 9106 -10 2357.002135605095 2356.031898411508 150 GTEX 1 50 100 1.0 0.0015 75 9106 -11 2351.2175543376 2334.6566561274653 150 GTEX 1 50 100 1.0 0.0015 75 9106 -12 2346.323222123973 2334.852728898081 150 GTEX 1 50 100 1.0 0.0015 75 9106 -13 2342.6578076053247 2324.7579749509864 150 GTEX 1 50 100 1.0 0.0015 75 9106 -14 2339.8126525653256 2332.8491336256834 150 GTEX 1 50 100 1.0 0.0015 75 9106 -15 2335.3030744749854 2324.030982652091 150 GTEX 1 50 100 1.0 0.0015 75 9106 -16 2332.222589844369 2325.541910962007 150 GTEX 1 50 100 1.0 0.0015 75 9106 -17 2328.7329902814135 2320.239252706898 150 GTEX 1 50 100 1.0 0.0015 75 9106 -18 2325.722755484512 2314.30894789315 150 GTEX 1 50 100 1.0 0.0015 75 9106 -19 2323.7773906078764 2316.379006505466 150 GTEX 1 50 100 1.0 0.0015 75 9106 -20 2321.3615566635253 2315.379361112761 150 GTEX 1 50 100 1.0 0.0015 75 9106 -21 2319.4279022587507 2304.8564035393892 150 GTEX 1 50 100 1.0 0.0015 75 9106 -22 2316.5906915242585 2302.121881869356 150 GTEX 1 50 100 1.0 0.0015 75 9106 -23 2315.7458931921 2300.5488517964295 150 GTEX 1 50 100 1.0 0.0015 75 9106 -24 2313.5658158459155 2299.566219199293 150 GTEX 1 50 100 1.0 0.0015 75 9106 -25 2313.4359785502847 2302.2775614343213 150 GTEX 1 50 100 1.0 0.0015 75 9106 -26 2311.3843252073816 2298.0756576015924 150 GTEX 1 50 100 1.0 0.0015 75 9106 -27 2307.979020900934 2296.831748585284 150 GTEX 1 50 100 1.0 0.0015 75 9106 -28 2307.432660563916 2292.579679888011 150 GTEX 1 50 100 1.0 0.0015 75 9106 -29 2305.214113571733 2292.8512148548893 150 GTEX 1 50 100 1.0 0.0015 75 9106 -30 2304.11681243068 2291.719965597523 150 GTEX 1 50 100 1.0 0.0015 75 9106 -31 2303.8226288315664 2291.6575301137714 150 GTEX 1 50 100 1.0 0.0015 75 9106 -32 2301.977668314936 2287.432671492544 150 GTEX 1 50 100 1.0 0.0015 75 9106 -33 2300.511799468301 2288.189517177103 150 GTEX 1 50 100 1.0 0.0015 75 9106 -34 2299.598339389871 2289.066690771299 150 GTEX 1 50 100 1.0 0.0015 75 9106 -35 2298.286524721772 2285.6250895801154 150 GTEX 1 50 100 1.0 0.0015 75 9106 -36 2297.2587635060027 2285.485287510397 150 GTEX 1 50 100 1.0 0.0015 75 9106 -37 2296.642028956878 2282.831953273527 150 GTEX 1 50 100 1.0 0.0015 75 9106 -38 2295.678188950557 2283.099992295182 150 GTEX 1 50 100 1.0 0.0015 75 9106 -39 2294.2975439045667 2282.3822982265924 150 GTEX 1 50 100 1.0 0.0015 75 9106 -40 2294.245500380227 2280.4936769434707 150 GTEX 1 50 100 1.0 0.0015 75 9106 -41 2292.275083250741 2282.564007545152 150 GTEX 1 50 100 1.0 0.0015 75 9106 -42 2292.3232317431193 2282.8249822696353 150 GTEX 1 50 100 1.0 0.0015 75 9106 -43 2291.419253640937 2280.8162386934114 150 GTEX 1 50 100 1.0 0.0015 75 9106 -44 2291.011409673694 2280.3744212103434 150 GTEX 1 50 100 1.0 0.0015 75 9106 -45 2289.4139723946505 2280.159185721394 150 GTEX 1 50 100 1.0 0.0015 75 9106 -46 2288.921413435734 2275.5875304479564 150 GTEX 1 50 100 1.0 0.0015 75 9106 -47 2288.3289808460886 2276.660879853107 150 GTEX 1 50 100 1.0 0.0015 75 9106 -48 2287.5773504395615 2274.046290640595 150 GTEX 1 50 100 1.0 0.0015 75 9106 -49 2286.187471039408 2274.877655377406 150 GTEX 1 50 100 1.0 0.0015 75 9106 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index d34e73722..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2867.8757894662463 2627.6059616727066 50 GTEX 1 100 100 0.5 0.0015 75 2436 -1 2447.2870737351623 2446.7143178729502 50 GTEX 1 100 100 0.5 0.0015 75 2436 -2 2396.988321583362 2371.3802480951463 50 GTEX 1 100 100 0.5 0.0015 75 2436 -3 2371.691269312563 2350.2610285653814 50 GTEX 1 100 100 0.5 0.0015 75 2436 -4 2354.056087408069 2349.0237563680785 50 GTEX 1 100 100 0.5 0.0015 75 2436 -5 2342.682541807438 2337.241298196887 50 GTEX 1 100 100 0.5 0.0015 75 2436 -6 2334.213093400719 2325.130212820075 50 GTEX 1 100 100 0.5 0.0015 75 2436 -7 2326.886387779177 2318.8632046659636 50 GTEX 1 100 100 0.5 0.0015 75 2436 -8 2322.5555665300353 2313.2003243449976 50 GTEX 1 100 100 0.5 0.0015 75 2436 -9 2316.9446104055123 2306.3540744563925 50 GTEX 1 100 100 0.5 0.0015 75 2436 -10 2312.4992264968937 2301.8446133109555 50 GTEX 1 100 100 0.5 0.0015 75 2436 -11 2309.5932207148844 2301.4543401333767 50 GTEX 1 100 100 0.5 0.0015 75 2436 -12 2305.9717296400077 2300.3871021343275 50 GTEX 1 100 100 0.5 0.0015 75 2436 -13 2302.7296943700817 2295.71393913008 50 GTEX 1 100 100 0.5 0.0015 75 2436 -14 2300.491773954097 2291.171061352632 50 GTEX 1 100 100 0.5 0.0015 75 2436 -15 2298.9772600814836 2292.3854669491147 50 GTEX 1 100 100 0.5 0.0015 75 2436 -16 2296.122212665542 2288.673575165607 50 GTEX 1 100 100 0.5 0.0015 75 2436 -17 2294.1024524386107 2290.120650955026 50 GTEX 1 100 100 0.5 0.0015 75 2436 -18 2293.066312688979 2284.814973896447 50 GTEX 1 100 100 0.5 0.0015 75 2436 -19 2290.6504877964244 2284.0884958709603 50 GTEX 1 100 100 0.5 0.0015 75 2436 -20 2290.0343290034625 2285.4889797892406 50 GTEX 1 100 100 0.5 0.0015 75 2436 -21 2288.795904626763 2281.291645006535 50 GTEX 1 100 100 0.5 0.0015 75 2436 -22 2287.067259465652 2279.162657531042 50 GTEX 1 100 100 0.5 0.0015 75 2436 -23 2285.31015566202 2279.9759980988592 50 GTEX 1 100 100 0.5 0.0015 75 2436 -24 2284.4709438357418 2278.9798337987168 50 GTEX 1 100 100 0.5 0.0015 75 2436 -25 2283.5437237884726 2275.9293435680547 50 GTEX 1 100 100 0.5 0.0015 75 2436 -26 2282.9906836381065 2285.7564896848266 50 GTEX 1 100 100 0.5 0.0015 75 2436 -27 2281.536682290085 2278.408114937322 50 GTEX 1 100 100 0.5 0.0015 75 2436 -28 2281.503546524894 2273.54242569956 50 GTEX 1 100 100 0.5 0.0015 75 2436 -29 2280.238717180403 2271.85082311594 50 GTEX 1 100 100 0.5 0.0015 75 2436 -30 2279.4086262384712 2272.5611860035942 50 GTEX 1 100 100 0.5 0.0015 75 2436 -31 2278.8029540680373 2278.9307731367335 50 GTEX 1 100 100 0.5 0.0015 75 2436 -32 2278.372231645948 2271.825904527091 50 GTEX 1 100 100 0.5 0.0015 75 2436 -33 2277.1667342757655 2272.7399512461384 50 GTEX 1 100 100 0.5 0.0015 75 2436 -34 2277.054172321246 2271.0194648771685 50 GTEX 1 100 100 0.5 0.0015 75 2436 -35 2276.723114307017 2270.7246660007722 50 GTEX 1 100 100 0.5 0.0015 75 2436 -36 2276.000483742457 2274.042637349988 50 GTEX 1 100 100 0.5 0.0015 75 2436 -37 2274.8534315283932 2269.651033930905 50 GTEX 1 100 100 0.5 0.0015 75 2436 -38 2274.6257244531994 2269.398981478731 50 GTEX 1 100 100 0.5 0.0015 75 2436 -39 2274.6613311010037 2267.53190351711 50 GTEX 1 100 100 0.5 0.0015 75 2436 -40 2274.090706275335 2268.1756136934114 50 GTEX 1 100 100 0.5 0.0015 75 2436 -41 2274.016335037375 2265.751488051034 50 GTEX 1 100 100 0.5 0.0015 75 2436 -42 2273.8046316547984 2273.062887097493 50 GTEX 1 100 100 0.5 0.0015 75 2436 -43 2272.7985055096815 2264.568786853167 50 GTEX 1 100 100 0.5 0.0015 75 2436 -44 2272.969548002271 2270.0980043592563 50 GTEX 1 100 100 0.5 0.0015 75 2436 -45 2272.0434711633998 2265.82986136897 50 GTEX 1 100 100 0.5 0.0015 75 2436 -46 2272.867009713429 2265.963497263397 50 GTEX 1 100 100 0.5 0.0015 75 2436 -47 2271.9138271790744 2273.4372535386465 50 GTEX 1 100 100 0.5 0.0015 75 2436 -48 2271.4042621893404 2267.2265550736693 50 GTEX 1 100 100 0.5 0.0015 75 2436 -49 2272.102400397227 2268.4818338024297 50 GTEX 1 100 100 0.5 0.0015 75 2436 -50 2270.663200748323 2264.927439642496 50 GTEX 1 100 100 0.5 0.0015 75 2436 -51 2270.3729375055705 2269.597936129842 50 GTEX 1 100 100 0.5 0.0015 75 2436 -52 2271.4046968818907 2264.4778356515862 50 GTEX 1 100 100 0.5 0.0015 75 2436 -53 2270.1022465424717 2264.685602572481 50 GTEX 1 100 100 0.5 0.0015 75 2436 -54 2270.626491328637 2268.3153716692905 50 GTEX 1 100 100 0.5 0.0015 75 2436 -55 2270.739957353917 2262.319795905864 50 GTEX 1 100 100 0.5 0.0015 75 2436 -56 2269.869901362752 2262.5660859894842 50 GTEX 1 100 100 0.5 0.0015 75 2436 -57 2269.659227009571 2266.4262477164034 50 GTEX 1 100 100 0.5 0.0015 75 2436 -58 2269.042765123257 2264.590578028458 50 GTEX 1 100 100 0.5 0.0015 75 2436 -59 2269.1386203235993 2263.118796228909 50 GTEX 1 100 100 0.5 0.0015 75 2436 -60 2269.7565171388937 2263.112745625891 50 GTEX 1 100 100 0.5 0.0015 75 2436 -61 2269.2230431047074 2262.1798258154113 50 GTEX 1 100 100 0.5 0.0015 75 2436 -62 2269.8372184968594 2262.202600979533 50 GTEX 1 100 100 0.5 0.0015 75 2436 -63 2268.670551503537 2265.428632496881 50 GTEX 1 100 100 0.5 0.0015 75 2436 -64 2269.298782633919 2261.2982887877256 50 GTEX 1 100 100 0.5 0.0015 75 2436 -65 2268.508460928422 2264.3461723762775 50 GTEX 1 100 100 0.5 0.0015 75 2436 -66 2268.429982289425 2263.697000133674 50 GTEX 1 100 100 0.5 0.0015 75 2436 -67 2268.343541035018 2263.298074352424 50 GTEX 1 100 100 0.5 0.0015 75 2436 -68 2269.099452760865 2260.8281212868346 50 GTEX 1 100 100 0.5 0.0015 75 2436 -69 2268.1854262875318 2261.4938644583235 50 GTEX 1 100 100 0.5 0.0015 75 2436 -70 2268.3530440031823 2263.8706180006834 50 GTEX 1 100 100 0.5 0.0015 75 2436 -71 2268.285176339315 2264.9167939972967 50 GTEX 1 100 100 0.5 0.0015 75 2436 -72 2268.1694466685676 2263.1813055118228 50 GTEX 1 100 100 0.5 0.0015 75 2436 -73 2268.818423433869 2261.207673627614 50 GTEX 1 100 100 0.5 0.0015 75 2436 -74 2267.7819867285702 2261.0255813888725 50 GTEX 1 100 100 0.5 0.0015 75 2436 -75 2267.47255771178 2261.6498902759627 50 GTEX 1 100 100 0.5 0.0015 75 2436 -76 2267.6296249265542 2263.9398717843987 50 GTEX 1 100 100 0.5 0.0015 75 2436 -77 2267.2790209628265 2261.6847197674074 50 GTEX 1 100 100 0.5 0.0015 75 2436 -78 2267.3283812354757 2262.3795620878386 50 GTEX 1 100 100 0.5 0.0015 75 2436 -79 2268.0000399723217 2261.9719748841494 50 GTEX 1 100 100 0.5 0.0015 75 2436 -80 2267.558165891427 2266.5577090883435 50 GTEX 1 100 100 0.5 0.0015 75 2436 -81 2266.5868334731417 2261.004855427905 50 GTEX 1 100 100 0.5 0.0015 75 2436 -82 2267.4345912786275 2267.1507800432214 50 GTEX 1 100 100 0.5 0.0015 75 2436 -83 2266.5824638278855 2260.1861521209603 50 GTEX 1 100 100 0.5 0.0015 75 2436 -84 2267.5381768165075 2262.428589331333 50 GTEX 1 100 100 0.5 0.0015 75 2436 -85 2267.9642542227275 2264.155143476711 50 GTEX 1 100 100 0.5 0.0015 75 2436 -86 2267.3899560954333 2260.1425029334005 50 GTEX 1 100 100 0.5 0.0015 75 2436 -87 2267.0539240028684 2266.30655475805 50 GTEX 1 100 100 0.5 0.0015 75 2436 -88 2267.0587393008277 2261.494543503446 50 GTEX 1 100 100 0.5 0.0015 75 2436 -89 2267.080801907696 2259.745899272962 50 GTEX 1 100 100 0.5 0.0015 75 2436 -90 2266.366319352752 2258.7615507292658 50 GTEX 1 100 100 0.5 0.0015 75 2436 -91 2267.1950846835553 2259.652810680549 50 GTEX 1 100 100 0.5 0.0015 75 2436 -92 2267.7211056075957 2260.6272877740316 50 GTEX 1 100 100 0.5 0.0015 75 2436 -93 2266.202895507297 2266.6660035572127 50 GTEX 1 100 100 0.5 0.0015 75 2436 -94 2268.1379660669545 2270.2085341536954 50 GTEX 1 100 100 0.5 0.0015 75 2436 -95 2266.9042671407506 2264.954182787993 50 GTEX 1 100 100 0.5 0.0015 75 2436 -96 2266.8230619510123 2260.30157215423 50 GTEX 1 100 100 0.5 0.0015 75 2436 -97 2266.6808442087276 2266.0692291839946 50 GTEX 1 100 100 0.5 0.0015 75 2436 -98 2266.9493012219255 2263.162690021239 50 GTEX 1 100 100 0.5 0.0015 75 2436 -99 2266.3163459562656 2260.9120573906844 50 GTEX 1 100 100 0.5 0.0015 75 2436 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index 58d5cbeb7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2862.45858821061 2577.0247106515862 50 GTEX 1 100 100 0.0 0.0015 75 5472 -1 2452.9866695659925 2451.0017572555253 50 GTEX 1 100 100 0.0 0.0015 75 5472 -2 2399.7149956190337 2358.9360987442074 50 GTEX 1 100 100 0.0 0.0015 75 5472 -3 2372.862568659554 2337.797440329432 50 GTEX 1 100 100 0.0 0.0015 75 5472 -4 2356.282850981741 2326.8721784584422 50 GTEX 1 100 100 0.0 0.0015 75 5472 -5 2344.550364145271 2321.8938925855514 50 GTEX 1 100 100 0.0 0.0015 75 5472 -6 2336.227551260505 2315.8888436088996 50 GTEX 1 100 100 0.0 0.0015 75 5472 -7 2329.084456099972 2306.330142177103 50 GTEX 1 100 100 0.0 0.0015 75 5472 -8 2323.8953810099806 2314.478884156666 50 GTEX 1 100 100 0.0 0.0015 75 5472 -9 2319.1495752927935 2298.745041531755 50 GTEX 1 100 100 0.0 0.0015 75 5472 -10 2314.6391666291875 2287.8367051969462 50 GTEX 1 100 100 0.0 0.0015 75 5472 -11 2311.352582258396 2285.610823598651 50 GTEX 1 100 100 0.0 0.0015 75 5472 -12 2307.5532389804303 2286.0504698082523 50 GTEX 1 100 100 0.0 0.0015 75 5472 -13 2305.1817894509795 2283.5341606575275 50 GTEX 1 100 100 0.0 0.0015 75 5472 -14 2302.2880736105517 2282.565375382456 50 GTEX 1 100 100 0.0 0.0015 75 5472 -15 2300.656903018792 2278.931166732266 50 GTEX 1 100 100 0.0 0.0015 75 5472 -16 2297.8167885917032 2275.530456775042 50 GTEX 1 100 100 0.0 0.0015 75 5472 -17 2295.452543802444 2275.047117284042 50 GTEX 1 100 100 0.0 0.0015 75 5472 -18 2293.627657411518 2272.6450130332105 50 GTEX 1 100 100 0.0 0.0015 75 5472 -19 2292.4665170945373 2273.0355377777446 50 GTEX 1 100 100 0.0 0.0015 75 5472 -20 2291.4001902218315 2279.4255747051748 50 GTEX 1 100 100 0.0 0.0015 75 5472 -21 2289.641452710732 2269.3976201394667 50 GTEX 1 100 100 0.0 0.0015 75 5472 -22 2288.865553766744 2266.382775368346 50 GTEX 1 100 100 0.0 0.0015 75 5472 -23 2287.358352456436 2265.9621619162904 50 GTEX 1 100 100 0.0 0.0015 75 5472 -24 2286.0762706453174 2263.391659116564 50 GTEX 1 100 100 0.0 0.0015 75 5472 -25 2285.634453428274 2264.420223569689 50 GTEX 1 100 100 0.0 0.0015 75 5472 -26 2284.2640650737017 2265.1787476050085 50 GTEX 1 100 100 0.0 0.0015 75 5472 -27 2283.0152688852972 2264.5613284963165 50 GTEX 1 100 100 0.0 0.0015 75 5472 -28 2282.554720432035 2265.028723190946 50 GTEX 1 100 100 0.0 0.0015 75 5472 -29 2281.3934631122006 2261.1006676271386 50 GTEX 1 100 100 0.0 0.0015 75 5472 -30 2280.7431016283126 2259.511187767348 50 GTEX 1 100 100 0.0 0.0015 75 5472 -31 2280.4435057768515 2260.0558046986393 50 GTEX 1 100 100 0.0 0.0015 75 5472 -32 2279.0316348689857 2261.8263821329906 50 GTEX 1 100 100 0.0 0.0015 75 5472 -33 2278.5066556494353 2257.8172036522697 50 GTEX 1 100 100 0.0 0.0015 75 5472 -34 2277.9162648201896 2257.2979193277683 50 GTEX 1 100 100 0.0 0.0015 75 5472 -35 2277.316585815984 2260.977683875951 50 GTEX 1 100 100 0.0 0.0015 75 5472 -36 2277.609461572312 2258.018461858365 50 GTEX 1 100 100 0.0 0.0015 75 5472 -37 2276.7375948607664 2258.6947921926985 50 GTEX 1 100 100 0.0 0.0015 75 5472 -38 2276.502831974515 2254.7363578303234 50 GTEX 1 100 100 0.0 0.0015 75 5472 -39 2275.8471080618447 2258.4194999665815 50 GTEX 1 100 100 0.0 0.0015 75 5472 -40 2275.6596426959272 2255.8515174778695 50 GTEX 1 100 100 0.0 0.0015 75 5472 -41 2275.5559463444565 2254.8368787874288 50 GTEX 1 100 100 0.0 0.0015 75 5472 -42 2274.073937525376 2253.818921919558 50 GTEX 1 100 100 0.0 0.0015 75 5472 -43 2274.0940456017656 2255.055815838136 50 GTEX 1 100 100 0.0 0.0015 75 5472 -44 2273.7596519230865 2255.434591663201 50 GTEX 1 100 100 0.0 0.0015 75 5472 -45 2273.390286344176 2253.673817913795 50 GTEX 1 100 100 0.0 0.0015 75 5472 -46 2273.6720484540874 2259.1977399818797 50 GTEX 1 100 100 0.0 0.0015 75 5472 -47 2272.369734252659 2253.203507920182 50 GTEX 1 100 100 0.0 0.0015 75 5472 -48 2272.492490154946 2252.267207272606 50 GTEX 1 100 100 0.0 0.0015 75 5472 -49 2272.7184416199857 2255.486819191124 50 GTEX 1 100 100 0.0 0.0015 75 5472 -50 2272.8252485659477 2251.453356144546 50 GTEX 1 100 100 0.0 0.0015 75 5472 -51 2272.1211946091935 2253.9942515558164 50 GTEX 1 100 100 0.0 0.0015 75 5472 -52 2271.3914271800236 2249.613253865405 50 GTEX 1 100 100 0.0 0.0015 75 5472 -53 2272.3800437333302 2253.815268628951 50 GTEX 1 100 100 0.0 0.0015 75 5472 -54 2271.9630993578844 2251.4015895132784 50 GTEX 1 100 100 0.0 0.0015 75 5472 -55 2270.9647454954547 2251.3465251269904 50 GTEX 1 100 100 0.0 0.0015 75 5472 -56 2271.1339917350647 2252.543866871881 50 GTEX 1 100 100 0.0 0.0015 75 5472 -57 2271.096146482518 2259.624957298598 50 GTEX 1 100 100 0.0 0.0015 75 5472 -58 2271.902520221353 2253.153214951432 50 GTEX 1 100 100 0.0 0.0015 75 5472 -59 2270.658776431246 2253.06020990524 50 GTEX 1 100 100 0.0 0.0015 75 5472 -60 2271.504053631818 2251.734045456571 50 GTEX 1 100 100 0.0 0.0015 75 5472 -61 2270.8243729657956 2253.1106852832404 50 GTEX 1 100 100 0.0 0.0015 75 5472 -62 2270.4584217452316 2250.5547784725522 50 GTEX 1 100 100 0.0 0.0015 75 5472 -63 2270.2860141591764 2250.5056277663084 50 GTEX 1 100 100 0.0 0.0015 75 5472 -64 2270.2279694999324 2253.931242388011 50 GTEX 1 100 100 0.0 0.0015 75 5472 -65 2270.190008637116 2250.8749559061607 50 GTEX 1 100 100 0.0 0.0015 75 5472 -66 2269.6722117216796 2249.8504183809114 50 GTEX 1 100 100 0.0 0.0015 75 5472 -67 2269.8210413372603 2248.5045894724335 50 GTEX 1 100 100 0.0 0.0015 75 5472 -68 2269.24229924198 2255.830707506535 50 GTEX 1 100 100 0.0 0.0015 75 5472 -69 2269.836250109344 2248.932962511882 50 GTEX 1 100 100 0.0 0.0015 75 5472 -70 2269.7531839114654 2250.3566244727303 50 GTEX 1 100 100 0.0 0.0015 75 5472 -71 2269.5760672764604 2251.0016365776496 50 GTEX 1 100 100 0.0 0.0015 75 5472 -72 2269.301300941758 2247.5418427325926 50 GTEX 1 100 100 0.0 0.0015 75 5472 -73 2268.4974966495456 2248.722326242425 50 GTEX 1 100 100 0.0 0.0015 75 5472 -74 2269.1288918599644 2251.6057509505704 50 GTEX 1 100 100 0.0 0.0015 75 5472 -75 2269.512690747919 2250.036777974988 50 GTEX 1 100 100 0.0 0.0015 75 5472 -76 2268.759855652984 2250.455577545746 50 GTEX 1 100 100 0.0 0.0015 75 5472 -77 2270.64244307013 2249.507140881208 50 GTEX 1 100 100 0.0 0.0015 75 5472 -78 2268.4315114757183 2248.685148638011 50 GTEX 1 100 100 0.0 0.0015 75 5472 -79 2269.6155991030932 2249.2800511117216 50 GTEX 1 100 100 0.0 0.0015 75 5472 -80 2268.663018526114 2249.391527299192 50 GTEX 1 100 100 0.0 0.0015 75 5472 -81 2268.709951008891 2251.550618334868 50 GTEX 1 100 100 0.0 0.0015 75 5472 -82 2268.3523604764823 2257.5575252866565 50 GTEX 1 100 100 0.0 0.0015 75 5472 -83 2269.3318751258485 2251.124147828541 50 GTEX 1 100 100 0.0 0.0015 75 5472 -84 2269.291395052592 2249.0444076015924 50 GTEX 1 100 100 0.0 0.0015 75 5472 -85 2269.4285062792133 2247.394216095087 50 GTEX 1 100 100 0.0 0.0015 75 5472 -86 2267.629718719673 2248.8797960172587 50 GTEX 1 100 100 0.0 0.0015 75 5472 -87 2268.1391896712967 2247.835072332462 50 GTEX 1 100 100 0.0 0.0015 75 5472 -88 2268.263224958656 2248.503805066243 50 GTEX 1 100 100 0.0 0.0015 75 5472 -89 2268.0048405449934 2250.177530150903 50 GTEX 1 100 100 0.0 0.0015 75 5472 -90 2268.161099854676 2246.2687997564162 50 GTEX 1 100 100 0.0 0.0015 75 5472 -91 2268.4506391600016 2246.7101484523528 50 GTEX 1 100 100 0.0 0.0015 75 5472 -92 2269.024565776802 2249.492480375921 50 GTEX 1 100 100 0.0 0.0015 75 5472 -93 2267.747502864597 2248.6086662495545 50 GTEX 1 100 100 0.0 0.0015 75 5472 -94 2267.6947267378623 2247.7187082268892 50 GTEX 1 100 100 0.0 0.0015 75 5472 -95 2267.921030810356 2248.5528750111393 50 GTEX 1 100 100 0.0 0.0015 75 5472 -96 2267.4790617758563 2247.837590786894 50 GTEX 1 100 100 0.0 0.0015 75 5472 -97 2268.035529282021 2249.6558554761764 50 GTEX 1 100 100 0.0 0.0015 75 5472 -98 2267.9456820505607 2248.642576732563 50 GTEX 1 100 100 0.0 0.0015 75 5472 -99 2267.8736631708334 2248.85952306247 50 GTEX 1 100 100 0.0 0.0015 75 5472 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index 635ddc796..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2873.54307884151 2493.8461849082105 50 GTEX 1 100 100 1.0 0.0015 75 3897 -1 2454.122238325194 2393.521473235504 50 GTEX 1 100 100 1.0 0.0015 75 3897 -2 2403.0093088574126 2368.3209156573043 50 GTEX 1 100 100 1.0 0.0015 75 3897 -3 2373.5176503588536 2346.1893463714946 50 GTEX 1 100 100 1.0 0.0015 75 3897 -4 2356.4907643306187 2330.7237692713284 50 GTEX 1 100 100 1.0 0.0015 75 3897 -5 2344.7282988976513 2320.3596623061726 50 GTEX 1 100 100 1.0 0.0015 75 3897 -6 2335.806495461001 2311.32876134372 50 GTEX 1 100 100 1.0 0.0015 75 3897 -7 2328.5069231287384 2307.1707608183074 50 GTEX 1 100 100 1.0 0.0015 75 3897 -8 2323.167862397836 2302.0805127974245 50 GTEX 1 100 100 1.0 0.0015 75 3897 -9 2319.285596951293 2295.0980867451135 50 GTEX 1 100 100 1.0 0.0015 75 3897 -10 2313.503261174095 2292.2696691012657 50 GTEX 1 100 100 1.0 0.0015 75 3897 -11 2310.1458964466206 2290.621694818649 50 GTEX 1 100 100 1.0 0.0015 75 3897 -12 2307.5149067102748 2287.971304193649 50 GTEX 1 100 100 1.0 0.0015 75 3897 -13 2304.4600793200434 2285.717537651497 50 GTEX 1 100 100 1.0 0.0015 75 3897 -14 2302.4594378416473 2282.2938478419082 50 GTEX 1 100 100 1.0 0.0015 75 3897 -15 2300.138962125632 2282.293703028458 50 GTEX 1 100 100 1.0 0.0015 75 3897 -16 2297.163089883155 2278.802745514496 50 GTEX 1 100 100 1.0 0.0015 75 3897 -17 2295.232970140521 2277.2862729844937 50 GTEX 1 100 100 1.0 0.0015 75 3897 -18 2294.3825519836173 2274.583530208457 50 GTEX 1 100 100 1.0 0.0015 75 3897 -19 2291.872586316489 2274.7403866147815 50 GTEX 1 100 100 1.0 0.0015 75 3897 -20 2291.0409388007765 2271.1434015194272 50 GTEX 1 100 100 1.0 0.0015 75 3897 -21 2289.7687836128543 2275.437825366118 50 GTEX 1 100 100 1.0 0.0015 75 3897 -22 2288.840256393302 2271.4375167092444 50 GTEX 1 100 100 1.0 0.0015 75 3897 -23 2286.444156758345 2268.327262617336 50 GTEX 1 100 100 1.0 0.0015 75 3897 -24 2285.804181476197 2266.4979403535676 50 GTEX 1 100 100 1.0 0.0015 75 3897 -25 2285.0449840513015 2268.8705989707105 50 GTEX 1 100 100 1.0 0.0015 75 3897 -26 2284.1188392594836 2265.284381126723 50 GTEX 1 100 100 1.0 0.0015 75 3897 -27 2282.976978650551 2262.5959133829906 50 GTEX 1 100 100 1.0 0.0015 75 3897 -28 2282.6571914642227 2265.2011184982475 50 GTEX 1 100 100 1.0 0.0015 75 3897 -29 2281.7608918387145 2277.03648858016 50 GTEX 1 100 100 1.0 0.0015 75 3897 -30 2280.7607904895376 2265.2880483417002 50 GTEX 1 100 100 1.0 0.0015 75 3897 -31 2279.836958522037 2260.6712627918546 50 GTEX 1 100 100 1.0 0.0015 75 3897 -32 2278.7013108239476 2261.2952282111455 50 GTEX 1 100 100 1.0 0.0015 75 3897 -33 2278.784145723921 2263.0788820215957 50 GTEX 1 100 100 1.0 0.0015 75 3897 -34 2278.5695452635223 2259.1713727943797 50 GTEX 1 100 100 1.0 0.0015 75 3897 -35 2277.5233228954858 2258.7720448309024 50 GTEX 1 100 100 1.0 0.0015 75 3897 -36 2276.814560921325 2258.093618878847 50 GTEX 1 100 100 1.0 0.0015 75 3897 -37 2276.335238396989 2263.775397355112 50 GTEX 1 100 100 1.0 0.0015 75 3897 -38 2276.338454286312 2257.465121309114 50 GTEX 1 100 100 1.0 0.0015 75 3897 -39 2275.1085416673545 2255.720257777225 50 GTEX 1 100 100 1.0 0.0015 75 3897 -40 2275.3105072121416 2255.6444145173627 50 GTEX 1 100 100 1.0 0.0015 75 3897 -41 2274.4916121048773 2259.14168580494 50 GTEX 1 100 100 1.0 0.0015 75 3897 -42 2274.404127804974 2255.867397293845 50 GTEX 1 100 100 1.0 0.0015 75 3897 -43 2274.3688651512325 2257.699567555475 50 GTEX 1 100 100 1.0 0.0015 75 3897 -44 2273.8281969243903 2257.3231486621467 50 GTEX 1 100 100 1.0 0.0015 75 3897 -45 2273.977322154631 2261.098673193174 50 GTEX 1 100 100 1.0 0.0015 75 3897 -46 2273.1508303463265 2254.401938550826 50 GTEX 1 100 100 1.0 0.0015 75 3897 -47 2272.860340989176 2253.5502493390563 50 GTEX 1 100 100 1.0 0.0015 75 3897 -48 2272.778809676871 2256.845807557777 50 GTEX 1 100 100 1.0 0.0015 75 3897 -49 2272.710301089063 2255.394578592859 50 GTEX 1 100 100 1.0 0.0015 75 3897 -50 2271.9988028676503 2253.4551820936313 50 GTEX 1 100 100 1.0 0.0015 75 3897 -51 2271.8397921470223 2255.274943652715 50 GTEX 1 100 100 1.0 0.0015 75 3897 -52 2271.6831050561323 2252.7187281851534 50 GTEX 1 100 100 1.0 0.0015 75 3897 -53 2271.446209040491 2253.6165530128624 50 GTEX 1 100 100 1.0 0.0015 75 3897 -54 2271.492593592999 2259.142499220235 50 GTEX 1 100 100 1.0 0.0015 75 3897 -55 2271.603197754783 2254.1396017908596 50 GTEX 1 100 100 1.0 0.0015 75 3897 -56 2270.9712234356844 2253.5361367577384 50 GTEX 1 100 100 1.0 0.0015 75 3897 -57 2270.614419455411 2256.670609970963 50 GTEX 1 100 100 1.0 0.0015 75 3897 -58 2270.5988791451555 2255.805208271447 50 GTEX 1 100 100 1.0 0.0015 75 3897 -59 2270.7480049685337 2254.312955791053 50 GTEX 1 100 100 1.0 0.0015 75 3897 -60 2269.4997671289907 2252.9640203555728 50 GTEX 1 100 100 1.0 0.0015 75 3897 -61 2270.327668722396 2255.634867504976 50 GTEX 1 100 100 1.0 0.0015 75 3897 -62 2269.963748688908 2257.429611844255 50 GTEX 1 100 100 1.0 0.0015 75 3897 -63 2270.274317458425 2252.752040384387 50 GTEX 1 100 100 1.0 0.0015 75 3897 -64 2270.2681689417022 2251.902493669053 50 GTEX 1 100 100 1.0 0.0015 75 3897 -65 2269.280956680525 2252.1881799734138 50 GTEX 1 100 100 1.0 0.0015 75 3897 -66 2270.0725413050764 2250.3853174942074 50 GTEX 1 100 100 1.0 0.0015 75 3897 -67 2269.784309584651 2251.8582796162073 50 GTEX 1 100 100 1.0 0.0015 75 3897 -68 2269.5817971411384 2249.777071296489 50 GTEX 1 100 100 1.0 0.0015 75 3897 -69 2269.046047392422 2252.580393279913 50 GTEX 1 100 100 1.0 0.0015 75 3897 -70 2269.5520615763558 2255.2792441944657 50 GTEX 1 100 100 1.0 0.0015 75 3897 -71 2269.1027501679355 2251.2213963265654 50 GTEX 1 100 100 1.0 0.0015 75 3897 -72 2269.027392593598 2251.9986305381863 50 GTEX 1 100 100 1.0 0.0015 75 3897 -73 2269.7585282882314 2251.7510789066214 50 GTEX 1 100 100 1.0 0.0015 75 3897 -74 2268.6735047618126 2251.696915891234 50 GTEX 1 100 100 1.0 0.0015 75 3897 -75 2268.6549400425492 2250.6444407415934 50 GTEX 1 100 100 1.0 0.0015 75 3897 -76 2268.546552616779 2250.5132787436132 50 GTEX 1 100 100 1.0 0.0015 75 3897 -77 2268.742993574101 2251.641901400606 50 GTEX 1 100 100 1.0 0.0015 75 3897 -78 2269.018880371661 2250.804587244534 50 GTEX 1 100 100 1.0 0.0015 75 3897 -79 2268.602967127382 2250.900981482444 50 GTEX 1 100 100 1.0 0.0015 75 3897 -80 2268.8963096572716 2253.28284898185 50 GTEX 1 100 100 1.0 0.0015 75 3897 -81 2268.1275037114947 2252.1595830300917 50 GTEX 1 100 100 1.0 0.0015 75 3897 -82 2269.1243715577384 2250.2416124235087 50 GTEX 1 100 100 1.0 0.0015 75 3897 -83 2268.148026249282 2252.838347576417 50 GTEX 1 100 100 1.0 0.0015 75 3897 -84 2268.102526787129 2250.827158648705 50 GTEX 1 100 100 1.0 0.0015 75 3897 -85 2268.073204948769 2248.7256641460463 50 GTEX 1 100 100 1.0 0.0015 75 3897 -86 2267.418175651894 2249.147966160067 50 GTEX 1 100 100 1.0 0.0015 75 3897 -87 2268.1331445023666 2250.830135679064 50 GTEX 1 100 100 1.0 0.0015 75 3897 -88 2267.9152153533328 2252.2315690073224 50 GTEX 1 100 100 1.0 0.0015 75 3897 -89 2268.6395216865576 2249.9907950629754 50 GTEX 1 100 100 1.0 0.0015 75 3897 -90 2268.516792527043 2247.701030774715 50 GTEX 1 100 100 1.0 0.0015 75 3897 -91 2267.8654213165223 2249.3993931759446 50 GTEX 1 100 100 1.0 0.0015 75 3897 -92 2267.7973718430635 2254.984676462616 50 GTEX 1 100 100 1.0 0.0015 75 3897 -93 2267.6134486953447 2249.5164553566124 50 GTEX 1 100 100 1.0 0.0015 75 3897 -94 2267.579816577074 2250.833043551717 50 GTEX 1 100 100 1.0 0.0015 75 3897 -95 2267.2250911575243 2249.9703770626634 50 GTEX 1 100 100 1.0 0.0015 75 3897 -96 2268.146375521342 2249.2818963228524 50 GTEX 1 100 100 1.0 0.0015 75 3897 -97 2267.8410617969 2248.6830486109047 50 GTEX 1 100 100 1.0 0.0015 75 3897 -98 2267.8730426198817 2248.632265736395 50 GTEX 1 100 100 1.0 0.0015 75 3897 -99 2267.033208282719 2249.122301689119 50 GTEX 1 100 100 1.0 0.0015 75 3897 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index e7d6b2c36..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2862.3091588296847 2518.616603140595 50 GTEX 1 50 100 0.5 0.0015 75 2017 -1 2447.9635111243747 2448.9219552972017 50 GTEX 1 50 100 0.5 0.0015 75 2017 -2 2397.5016085120105 2376.948520674905 50 GTEX 1 50 100 0.5 0.0015 75 2017 -3 2371.241254829688 2372.9420662651496 50 GTEX 1 50 100 0.5 0.0015 75 2017 -4 2353.624951027459 2343.681995232296 50 GTEX 1 50 100 0.5 0.0015 75 2017 -5 2340.68034258188 2340.218632571144 50 GTEX 1 50 100 0.5 0.0015 75 2017 -6 2333.3786282231617 2326.079378193322 50 GTEX 1 50 100 0.5 0.0015 75 2017 -7 2326.941614621844 2325.2121317468213 50 GTEX 1 50 100 0.5 0.0015 75 2017 -8 2321.7006005028984 2319.9636819933758 50 GTEX 1 50 100 0.5 0.0015 75 2017 -9 2317.377127971671 2314.2477902024416 50 GTEX 1 50 100 0.5 0.0015 75 2017 -10 2313.2300132460537 2303.9208654831573 50 GTEX 1 50 100 0.5 0.0015 75 2017 -11 2308.81210218514 2308.444972745366 50 GTEX 1 50 100 0.5 0.0015 75 2017 -12 2306.241049500898 2298.9097301642705 50 GTEX 1 50 100 0.5 0.0015 75 2017 -13 2303.1539453248784 2298.053726718453 50 GTEX 1 50 100 0.5 0.0015 75 2017 -14 2300.674785474997 2293.541733658359 50 GTEX 1 50 100 0.5 0.0015 75 2017 -15 2298.5249979936475 2294.492046399715 50 GTEX 1 50 100 0.5 0.0015 75 2017 -16 2295.6094418956145 2300.9324408121433 50 GTEX 1 50 100 0.5 0.0015 75 2017 -17 2294.9329166962375 2292.3659329142406 50 GTEX 1 50 100 0.5 0.0015 75 2017 -18 2292.4578285301905 2285.1745610110206 50 GTEX 1 50 100 0.5 0.0015 75 2017 -19 2292.046680553997 2284.051042564015 50 GTEX 1 50 100 0.5 0.0015 75 2017 -20 2289.6558311416466 2283.234578759951 50 GTEX 1 50 100 0.5 0.0015 75 2017 -21 2287.4841907662803 2282.518941784993 50 GTEX 1 50 100 0.5 0.0015 75 2017 -22 2286.817121935077 2279.188530403398 50 GTEX 1 50 100 0.5 0.0015 75 2017 -23 2285.952686000754 2279.27372294959 50 GTEX 1 50 100 0.5 0.0015 75 2017 -24 2285.2924435910595 2279.191600727038 50 GTEX 1 50 100 0.5 0.0015 75 2017 -25 2283.9969344066067 2278.6495844039628 50 GTEX 1 50 100 0.5 0.0015 75 2017 -26 2282.9362458748565 2275.9510925060895 50 GTEX 1 50 100 0.5 0.0015 75 2017 -27 2282.3416320343035 2279.49668507159 50 GTEX 1 50 100 0.5 0.0015 75 2017 -28 2281.458930373683 2278.437273032765 50 GTEX 1 50 100 0.5 0.0015 75 2017 -29 2279.89726350002 2275.0756640996315 50 GTEX 1 50 100 0.5 0.0015 75 2017 -30 2279.60035675426 2274.0129185665696 50 GTEX 1 50 100 0.5 0.0015 75 2017 -31 2278.8054028498254 2272.442104325095 50 GTEX 1 50 100 0.5 0.0015 75 2017 -32 2278.520515188038 2271.341537417568 50 GTEX 1 50 100 0.5 0.0015 75 2017 -33 2277.3804166106192 2274.68529252317 50 GTEX 1 50 100 0.5 0.0015 75 2017 -34 2276.724323379486 2269.775379485504 50 GTEX 1 50 100 0.5 0.0015 75 2017 -35 2276.1339677774604 2272.268807182747 50 GTEX 1 50 100 0.5 0.0015 75 2017 -36 2275.6783412579966 2270.3680118227185 50 GTEX 1 50 100 0.5 0.0015 75 2017 -37 2275.7835878650426 2268.582170957848 50 GTEX 1 50 100 0.5 0.0015 75 2017 -38 2274.388929451483 2268.937026107266 50 GTEX 1 50 100 0.5 0.0015 75 2017 -39 2274.4849879175276 2270.216755566035 50 GTEX 1 50 100 0.5 0.0015 75 2017 -40 2274.4314139948306 2266.7744948238474 50 GTEX 1 50 100 0.5 0.0015 75 2017 -41 2273.2186246674305 2267.1446389317966 50 GTEX 1 50 100 0.5 0.0015 75 2017 -42 2272.7528285704207 2268.849159617841 50 GTEX 1 50 100 0.5 0.0015 75 2017 -43 2273.0726871395786 2267.7411742699915 50 GTEX 1 50 100 0.5 0.0015 75 2017 -44 2272.633615453681 2265.3295248633553 50 GTEX 1 50 100 0.5 0.0015 75 2017 -45 2272.136784149876 2269.01675287399 50 GTEX 1 50 100 0.5 0.0015 75 2017 -46 2271.7347034693294 2267.0821482147103 50 GTEX 1 50 100 0.5 0.0015 75 2017 -47 2271.5517282587707 2265.8592274016755 50 GTEX 1 50 100 0.5 0.0015 75 2017 -48 2271.8887864021485 2270.539136763308 50 GTEX 1 50 100 0.5 0.0015 75 2017 -49 2271.8851633624945 2264.8857356894605 50 GTEX 1 50 100 0.5 0.0015 75 2017 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index 52725a7eb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2869.417061971437 2622.4651783990316 50 GTEX 1 50 100 0.0 0.0015 75 9027 -1 2451.9318903875387 2429.9597284005167 50 GTEX 1 50 100 0.0 0.0015 75 9027 -2 2397.8585888604825 2374.53663826714 50 GTEX 1 50 100 0.0 0.0015 75 9027 -3 2371.3026225556537 2354.421331021269 50 GTEX 1 50 100 0.0 0.0015 75 9027 -4 2354.1412961223855 2335.9493607785766 50 GTEX 1 50 100 0.0 0.0015 75 9027 -5 2341.6735726889706 2335.1024569087153 50 GTEX 1 50 100 0.0 0.0015 75 9027 -6 2334.8271972037323 2328.4422932323846 50 GTEX 1 50 100 0.0 0.0015 75 9027 -7 2328.6740935412154 2315.4025461175142 50 GTEX 1 50 100 0.0 0.0015 75 9027 -8 2322.888214179023 2313.4212400487168 50 GTEX 1 50 100 0.0 0.0015 75 9027 -9 2317.856138015607 2311.1831750906013 50 GTEX 1 50 100 0.0 0.0015 75 9027 -10 2313.2574827670296 2303.4207540881953 50 GTEX 1 50 100 0.0 0.0015 75 9027 -11 2309.4195166330246 2298.4243605000893 50 GTEX 1 50 100 0.0 0.0015 75 9027 -12 2306.3067149735184 2299.545739699679 50 GTEX 1 50 100 0.0 0.0015 75 9027 -13 2303.3826091053543 2296.7696593542064 50 GTEX 1 50 100 0.0 0.0015 75 9027 -14 2301.3099095098846 2295.5835968133615 50 GTEX 1 50 100 0.0 0.0015 75 9027 -15 2298.8670710644956 2294.513944328511 50 GTEX 1 50 100 0.0 0.0015 75 9027 -16 2297.0254956103686 2288.6199890832936 50 GTEX 1 50 100 0.0 0.0015 75 9027 -17 2294.743350075633 2287.793576780834 50 GTEX 1 50 100 0.0 0.0015 75 9027 -18 2293.252071314129 2283.8214700793133 50 GTEX 1 50 100 0.0 0.0015 75 9027 -19 2291.9253009632143 2281.966902236068 50 GTEX 1 50 100 0.0 0.0015 75 9027 -20 2290.1525998823213 2281.8878730802935 50 GTEX 1 50 100 0.0 0.0015 75 9027 -21 2287.7708192871455 2289.5931851347136 50 GTEX 1 50 100 0.0 0.0015 75 9027 -22 2286.816341623782 2277.8988037109375 50 GTEX 1 50 100 0.0 0.0015 75 9027 -23 2285.9263540404745 2278.468499825481 50 GTEX 1 50 100 0.0 0.0015 75 9027 -24 2285.540545524709 2282.213982759773 50 GTEX 1 50 100 0.0 0.0015 75 9027 -25 2284.193205803919 2278.753005343245 50 GTEX 1 50 100 0.0 0.0015 75 9027 -26 2282.848470034891 2275.7073575444097 50 GTEX 1 50 100 0.0 0.0015 75 9027 -27 2281.8520185712955 2277.5628179397872 50 GTEX 1 50 100 0.0 0.0015 75 9027 -28 2280.8153129425323 2283.1840704276083 50 GTEX 1 50 100 0.0 0.0015 75 9027 -29 2280.244212833065 2273.2202812165815 50 GTEX 1 50 100 0.0 0.0015 75 9027 -30 2279.3061604929458 2274.2350925692135 50 GTEX 1 50 100 0.0 0.0015 75 9027 -31 2278.824187107394 2271.2588521863117 50 GTEX 1 50 100 0.0 0.0015 75 9027 -32 2278.3379261616833 2271.2436212459897 50 GTEX 1 50 100 0.0 0.0015 75 9027 -33 2277.4982957091493 2272.5082033106582 50 GTEX 1 50 100 0.0 0.0015 75 9027 -34 2276.597636392782 2270.1270881913915 50 GTEX 1 50 100 0.0 0.0015 75 9027 -35 2276.859629713949 2268.3752933400665 50 GTEX 1 50 100 0.0 0.0015 75 9027 -36 2275.8597129337436 2272.9154981025727 50 GTEX 1 50 100 0.0 0.0015 75 9027 -37 2276.042210616896 2268.8672134921576 50 GTEX 1 50 100 0.0 0.0015 75 9027 -38 2274.4492790695226 2268.0857741207224 50 GTEX 1 50 100 0.0 0.0015 75 9027 -39 2274.607852260855 2270.2614722886465 50 GTEX 1 50 100 0.0 0.0015 75 9027 -40 2274.2434855173315 2269.3836354302816 50 GTEX 1 50 100 0.0 0.0015 75 9027 -41 2273.501823872564 2267.822705170954 50 GTEX 1 50 100 0.0 0.0015 75 9027 -42 2272.9463808698965 2268.3724778324026 50 GTEX 1 50 100 0.0 0.0015 75 9027 -43 2273.1117061342197 2266.360297257456 50 GTEX 1 50 100 0.0 0.0015 75 9027 -44 2273.121185815283 2264.37165072481 50 GTEX 1 50 100 0.0 0.0015 75 9027 -45 2272.7524107694 2267.8733434640862 50 GTEX 1 50 100 0.0 0.0015 75 9027 -46 2271.88759842475 2268.4525489952175 50 GTEX 1 50 100 0.0 0.0015 75 9027 -47 2271.872338617038 2266.4224166580025 50 GTEX 1 50 100 0.0 0.0015 75 9027 -48 2271.3274193724747 2265.9923369549074 50 GTEX 1 50 100 0.0 0.0015 75 9027 -49 2271.789829452803 2269.9857289129336 50 GTEX 1 50 100 0.0 0.0015 75 9027 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index 590906440..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0015lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2860.5982840475467 2508.4317088544144 50 GTEX 1 50 100 1.0 0.0015 75 8027 -1 2447.7538031214103 2495.4432321990853 50 GTEX 1 50 100 1.0 0.0015 75 8027 -2 2397.6882987243516 2377.7795140951757 50 GTEX 1 50 100 1.0 0.0015 75 8027 -3 2370.213939756605 2344.126924812114 50 GTEX 1 50 100 1.0 0.0015 75 8027 -4 2354.0831775014526 2328.4834921949264 50 GTEX 1 50 100 1.0 0.0015 75 8027 -5 2342.914647024285 2316.213847229236 50 GTEX 1 50 100 1.0 0.0015 75 8027 -6 2335.031392120945 2315.921449378416 50 GTEX 1 50 100 1.0 0.0015 75 8027 -7 2327.9717451905303 2305.37612787399 50 GTEX 1 50 100 1.0 0.0015 75 8027 -8 2322.4577755604173 2300.6586909421044 50 GTEX 1 50 100 1.0 0.0015 75 8027 -9 2317.5466226328135 2300.7428252361574 50 GTEX 1 50 100 1.0 0.0015 75 8027 -10 2314.0907799017723 2294.5769567453362 50 GTEX 1 50 100 1.0 0.0015 75 8027 -11 2310.259088468083 2290.4360022019073 50 GTEX 1 50 100 1.0 0.0015 75 8027 -12 2307.6160470509813 2288.798753861692 50 GTEX 1 50 100 1.0 0.0015 75 8027 -13 2303.9520342971805 2285.0193247051748 50 GTEX 1 50 100 1.0 0.0015 75 8027 -14 2300.9694217155234 2282.438484917122 50 GTEX 1 50 100 1.0 0.0015 75 8027 -15 2299.494930993847 2282.239466213908 50 GTEX 1 50 100 1.0 0.0015 75 8027 -16 2297.4050656587933 2284.35903803024 50 GTEX 1 50 100 1.0 0.0015 75 8027 -17 2294.762295821381 2279.0407738051035 50 GTEX 1 50 100 1.0 0.0015 75 8027 -18 2293.6120372597743 2276.3458363348086 50 GTEX 1 50 100 1.0 0.0015 75 8027 -19 2291.8764336911277 2273.7722200458948 50 GTEX 1 50 100 1.0 0.0015 75 8027 -20 2291.057833218557 2272.7127504530063 50 GTEX 1 50 100 1.0 0.0015 75 8027 -21 2288.938035474378 2272.189065099216 50 GTEX 1 50 100 1.0 0.0015 75 8027 -22 2287.564899370841 2269.7992416787965 50 GTEX 1 50 100 1.0 0.0015 75 8027 -23 2286.6995327777163 2271.278397360682 50 GTEX 1 50 100 1.0 0.0015 75 8027 -24 2285.3081114259153 2267.5887052006597 50 GTEX 1 50 100 1.0 0.0015 75 8027 -25 2284.3521853719253 2267.9789890535885 50 GTEX 1 50 100 1.0 0.0015 75 8027 -26 2284.0820831882297 2264.5811521580918 50 GTEX 1 50 100 1.0 0.0015 75 8027 -27 2282.4285966424486 2265.810325013367 50 GTEX 1 50 100 1.0 0.0015 75 8027 -28 2281.792210694262 2271.0484772308696 50 GTEX 1 50 100 1.0 0.0015 75 8027 -29 2281.6782287939354 2264.025632909042 50 GTEX 1 50 100 1.0 0.0015 75 8027 -30 2280.874686900673 2263.26545651512 50 GTEX 1 50 100 1.0 0.0015 75 8027 -31 2279.073663650501 2263.6207414634328 50 GTEX 1 50 100 1.0 0.0015 75 8027 -32 2279.6879016831494 2269.7941699590065 50 GTEX 1 50 100 1.0 0.0015 75 8027 -33 2279.402672348272 2262.0066335699858 50 GTEX 1 50 100 1.0 0.0015 75 8027 -34 2277.8665873478267 2261.3507191473086 50 GTEX 1 50 100 1.0 0.0015 75 8027 -35 2277.6488057095535 2263.4772062700513 50 GTEX 1 50 100 1.0 0.0015 75 8027 -36 2277.112761970859 2266.369127628921 50 GTEX 1 50 100 1.0 0.0015 75 8027 -37 2277.1857166155296 2259.2160983357594 50 GTEX 1 50 100 1.0 0.0015 75 8027 -38 2275.5697252679124 2259.0855694324796 50 GTEX 1 50 100 1.0 0.0015 75 8027 -39 2275.896282785556 2259.367982581541 50 GTEX 1 50 100 1.0 0.0015 75 8027 -40 2275.3563748580596 2259.8849350381715 50 GTEX 1 50 100 1.0 0.0015 75 8027 -41 2275.0570001953743 2259.288185264674 50 GTEX 1 50 100 1.0 0.0015 75 8027 -42 2274.0301573114584 2259.8418878475522 50 GTEX 1 50 100 1.0 0.0015 75 8027 -43 2274.0306538708473 2256.05194347077 50 GTEX 1 50 100 1.0 0.0015 75 8027 -44 2273.9407928940664 2259.1672864558577 50 GTEX 1 50 100 1.0 0.0015 75 8027 -45 2273.527918732505 2259.6231216024535 50 GTEX 1 50 100 1.0 0.0015 75 8027 -46 2273.3025033091926 2257.5938651081274 50 GTEX 1 50 100 1.0 0.0015 75 8027 -47 2271.582996852347 2255.8519612011346 50 GTEX 1 50 100 1.0 0.0015 75 8027 -48 2272.4278767022533 2255.415367213492 50 GTEX 1 50 100 1.0 0.0015 75 8027 -49 2272.649690438868 2254.8448801947184 50 GTEX 1 50 100 1.0 0.0015 75 8027 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 70d8390dd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3407.7290881318 3372.66136674192 100 GTEX 1 100 100 0.5 0.001 75 5939 -1 2583.2090265135635 2696.7102784131416 100 GTEX 1 100 100 0.5 0.001 75 5939 -2 2492.4800316591104 2549.5211696842325 100 GTEX 1 100 100 0.5 0.001 75 5939 -3 2446.2713912265963 2478.714322050261 100 GTEX 1 100 100 0.5 0.001 75 5939 -4 2418.547266522443 2477.6372033180846 100 GTEX 1 100 100 0.5 0.001 75 5939 -5 2398.98751130572 2436.814731612405 100 GTEX 1 100 100 0.5 0.001 75 5939 -6 2385.9214207854834 2410.5152184083886 100 GTEX 1 100 100 0.5 0.001 75 5939 -7 2373.3169647793816 2397.9020717606345 100 GTEX 1 100 100 0.5 0.001 75 5939 -8 2365.045811117319 2394.8035503430965 100 GTEX 1 100 100 0.5 0.001 75 5939 -9 2357.6395614009934 2404.590920567966 100 GTEX 1 100 100 0.5 0.001 75 5939 -10 2352.589765894233 2404.0070392333055 100 GTEX 1 100 100 0.5 0.001 75 5939 -11 2345.1880157976802 2374.8812641100285 100 GTEX 1 100 100 0.5 0.001 75 5939 -12 2342.007263409244 2369.7768406160885 100 GTEX 1 100 100 0.5 0.001 75 5939 -13 2337.8938520299957 2372.690655262298 100 GTEX 1 100 100 0.5 0.001 75 5939 -14 2333.44026288687 2362.319925402507 100 GTEX 1 100 100 0.5 0.001 75 5939 -15 2330.0227691112054 2360.8828941896386 100 GTEX 1 100 100 0.5 0.001 75 5939 -16 2327.4149159477493 2364.710167946471 100 GTEX 1 100 100 0.5 0.001 75 5939 -17 2323.430244611009 2352.088768788617 100 GTEX 1 100 100 0.5 0.001 75 5939 -18 2321.6025646705743 2357.2843848398884 100 GTEX 1 100 100 0.5 0.001 75 5939 -19 2318.413601503083 2350.3224596378923 100 GTEX 1 100 100 0.5 0.001 75 5939 -20 2315.3300209258973 2352.5336394219344 100 GTEX 1 100 100 0.5 0.001 75 5939 -21 2313.8885321008174 2357.154807435242 100 GTEX 1 100 100 0.5 0.001 75 5939 -22 2311.868005411066 2343.351896684886 100 GTEX 1 100 100 0.5 0.001 75 5939 -23 2309.1290845007657 2347.0512834556203 100 GTEX 1 100 100 0.5 0.001 75 5939 -24 2307.651084931332 2351.550727409102 100 GTEX 1 100 100 0.5 0.001 75 5939 -25 2306.431285232378 2339.6768998410766 100 GTEX 1 100 100 0.5 0.001 75 5939 -26 2304.5959153651334 2336.7340371019486 100 GTEX 1 100 100 0.5 0.001 75 5939 -27 2303.537184703485 2332.6239928038854 100 GTEX 1 100 100 0.5 0.001 75 5939 -28 2301.185710864673 2339.083084860682 100 GTEX 1 100 100 0.5 0.001 75 5939 -29 2299.6222226199397 2331.3867595948195 100 GTEX 1 100 100 0.5 0.001 75 5939 -30 2298.223947949126 2327.4240017154825 100 GTEX 1 100 100 0.5 0.001 75 5939 -31 2297.1043883368297 2330.71802778933 100 GTEX 1 100 100 0.5 0.001 75 5939 -32 2295.8442462241374 2329.964347114128 100 GTEX 1 100 100 0.5 0.001 75 5939 -33 2294.215717132333 2326.1142578125 100 GTEX 1 100 100 0.5 0.001 75 5939 -34 2292.922098587115 2325.031191517645 100 GTEX 1 100 100 0.5 0.001 75 5939 -35 2291.9997187495874 2329.6888023927636 100 GTEX 1 100 100 0.5 0.001 75 5939 -36 2290.7615093208233 2323.528710194867 100 GTEX 1 100 100 0.5 0.001 75 5939 -37 2289.817085753679 2320.4306278591375 100 GTEX 1 100 100 0.5 0.001 75 5939 -38 2289.3057916128887 2320.6995947079968 100 GTEX 1 100 100 0.5 0.001 75 5939 -39 2287.7325861999248 2323.9226343423243 100 GTEX 1 100 100 0.5 0.001 75 5939 -40 2286.455133518901 2318.3997705263782 100 GTEX 1 100 100 0.5 0.001 75 5939 -41 2285.8596000312764 2316.4992044543133 100 GTEX 1 100 100 0.5 0.001 75 5939 -42 2284.887800014194 2315.0805543384627 100 GTEX 1 100 100 0.5 0.001 75 5939 -43 2284.497498428959 2316.673198743465 100 GTEX 1 100 100 0.5 0.001 75 5939 -44 2283.461690475385 2316.7476050083174 100 GTEX 1 100 100 0.5 0.001 75 5939 -45 2282.9756431366027 2315.89136763308 100 GTEX 1 100 100 0.5 0.001 75 5939 -46 2281.8726443924043 2313.699109211621 100 GTEX 1 100 100 0.5 0.001 75 5939 -47 2281.7779694844594 2312.593738860504 100 GTEX 1 100 100 0.5 0.001 75 5939 -48 2280.5166538101926 2311.6163900977303 100 GTEX 1 100 100 0.5 0.001 75 5939 -49 2279.7464985535694 2312.4498685539447 100 GTEX 1 100 100 0.5 0.001 75 5939 -50 2279.051202609847 2309.0618353433933 100 GTEX 1 100 100 0.5 0.001 75 5939 -51 2278.635454670459 2310.4993269887714 100 GTEX 1 100 100 0.5 0.001 75 5939 -52 2277.787390161218 2310.824988303529 100 GTEX 1 100 100 0.5 0.001 75 5939 -53 2277.5549111129035 2308.0662122371077 100 GTEX 1 100 100 0.5 0.001 75 5939 -54 2276.7624450857666 2307.5509771194747 100 GTEX 1 100 100 0.5 0.001 75 5939 -55 2276.184476570959 2306.748502666053 100 GTEX 1 100 100 0.5 0.001 75 5939 -56 2275.658399118319 2310.543703028458 100 GTEX 1 100 100 0.5 0.001 75 5939 -57 2274.854480350535 2307.183082261466 100 GTEX 1 100 100 0.5 0.001 75 5939 -58 2274.808045690788 2305.851084429955 100 GTEX 1 100 100 0.5 0.001 75 5939 -59 2273.7591265578376 2303.7060082729326 100 GTEX 1 100 100 0.5 0.001 75 5939 -60 2273.228773201483 2305.674947644368 100 GTEX 1 100 100 0.5 0.001 75 5939 -61 2273.1362535237536 2305.135495262001 100 GTEX 1 100 100 0.5 0.001 75 5939 -62 2273.1385084784647 2303.6899590437856 100 GTEX 1 100 100 0.5 0.001 75 5939 -63 2271.8979139399526 2302.514706919855 100 GTEX 1 100 100 0.5 0.001 75 5939 -64 2271.768551799177 2303.3032922781013 100 GTEX 1 100 100 0.5 0.001 75 5939 -65 2271.1692748133732 2304.4927992439993 100 GTEX 1 100 100 0.5 0.001 75 5939 -66 2271.644861395588 2303.9407332387714 100 GTEX 1 100 100 0.5 0.001 75 5939 -67 2270.5768274210745 2304.1938522977066 100 GTEX 1 100 100 0.5 0.001 75 5939 -68 2270.3240477200407 2302.096014102602 100 GTEX 1 100 100 0.5 0.001 75 5939 -69 2269.490373169216 2302.4026937158387 100 GTEX 1 100 100 0.5 0.001 75 5939 -70 2269.251384692798 2300.9771120484793 100 GTEX 1 100 100 0.5 0.001 75 5939 -71 2269.134003881493 2302.6458754158743 100 GTEX 1 100 100 0.5 0.001 75 5939 -72 2268.9164345349304 2300.7838640684413 100 GTEX 1 100 100 0.5 0.001 75 5939 -73 2267.9910318357106 2300.6108008555134 100 GTEX 1 100 100 0.5 0.001 75 5939 -74 2268.143732551437 2299.4034020021386 100 GTEX 1 100 100 0.5 0.001 75 5939 -75 2267.1367084861395 2298.97826127317 100 GTEX 1 100 100 0.5 0.001 75 5939 -76 2267.5159286607013 2300.2844516768655 100 GTEX 1 100 100 0.5 0.001 75 5939 -77 2267.009092981087 2299.5560929331036 100 GTEX 1 100 100 0.5 0.001 75 5939 -78 2266.2479302589754 2300.210961635575 100 GTEX 1 100 100 0.5 0.001 75 5939 -79 2266.62622960019 2297.3124368761883 100 GTEX 1 100 100 0.5 0.001 75 5939 -80 2266.216881332647 2297.213254515209 100 GTEX 1 100 100 0.5 0.001 75 5939 -81 2265.621509255836 2301.806886622208 100 GTEX 1 100 100 0.5 0.001 75 5939 -82 2265.7299867869556 2296.9696801479326 100 GTEX 1 100 100 0.5 0.001 75 5939 -83 2265.5874894576227 2298.502597359197 100 GTEX 1 100 100 0.5 0.001 75 5939 -84 2265.312968424032 2298.2601267303353 100 GTEX 1 100 100 0.5 0.001 75 5939 -85 2264.5005330502504 2296.2205341759745 100 GTEX 1 100 100 0.5 0.001 75 5939 -86 2264.533648339297 2295.8678503000237 100 GTEX 1 100 100 0.5 0.001 75 5939 -87 2264.9781568282833 2300.2137492944985 100 GTEX 1 100 100 0.5 0.001 75 5939 -88 2264.061076521156 2294.444202263546 100 GTEX 1 100 100 0.5 0.001 75 5939 -89 2263.4783576698583 2296.6760114662547 100 GTEX 1 100 100 0.5 0.001 75 5939 -90 2263.3419878653317 2294.7998640981464 100 GTEX 1 100 100 0.5 0.001 75 5939 -91 2263.4254054585995 2294.399167137001 100 GTEX 1 100 100 0.5 0.001 75 5939 -92 2263.849111938799 2295.617657215423 100 GTEX 1 100 100 0.5 0.001 75 5939 -93 2262.876270165649 2297.507701105038 100 GTEX 1 100 100 0.5 0.001 75 5939 -94 2262.780843855424 2294.0838581273765 100 GTEX 1 100 100 0.5 0.001 75 5939 -95 2262.510983078762 2293.191603047766 100 GTEX 1 100 100 0.5 0.001 75 5939 -96 2263.032260036096 2294.350020608068 100 GTEX 1 100 100 0.5 0.001 75 5939 -97 2262.4434496866584 2294.3253104206274 100 GTEX 1 100 100 0.5 0.001 75 5939 -98 2262.5733240404993 2301.1993663483245 100 GTEX 1 100 100 0.5 0.001 75 5939 -99 2261.9231835648666 2292.7748847062144 100 GTEX 1 100 100 0.5 0.001 75 5939 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 32098eccd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3399.189843358013 3528.910299206868 100 GTEX 1 100 100 0.0 0.001 75 9096 -1 2585.1055088512644 2573.915195015447 100 GTEX 1 100 100 0.0 0.001 75 9096 -2 2494.0249470869617 2493.8046800736693 100 GTEX 1 100 100 0.0 0.001 75 9096 -3 2449.7099194694397 2520.6177797498813 100 GTEX 1 100 100 0.0 0.001 75 9096 -4 2423.4281254848256 2426.354550669855 100 GTEX 1 100 100 0.0 0.001 75 9096 -5 2402.449347486664 2410.910586977186 100 GTEX 1 100 100 0.0 0.001 75 9096 -6 2389.9254860737465 2393.55901333769 100 GTEX 1 100 100 0.0 0.001 75 9096 -7 2376.253952746836 2382.725941473087 100 GTEX 1 100 100 0.0 0.001 75 9096 -8 2369.333898627923 2375.2730754663735 100 GTEX 1 100 100 0.0 0.001 75 9096 -9 2360.7742098426193 2372.2540297127493 100 GTEX 1 100 100 0.0 0.001 75 9096 -10 2354.2088412740886 2362.7813251915995 100 GTEX 1 100 100 0.0 0.001 75 9096 -11 2349.725341410046 2361.369604770675 100 GTEX 1 100 100 0.0 0.001 75 9096 -12 2345.149248963917 2352.336215987405 100 GTEX 1 100 100 0.0 0.001 75 9096 -13 2339.9894428456664 2355.634467643477 100 GTEX 1 100 100 0.0 0.001 75 9096 -14 2336.571738867167 2349.1861716150784 100 GTEX 1 100 100 0.0 0.001 75 9096 -15 2334.2593368638263 2344.8560962749525 100 GTEX 1 100 100 0.0 0.001 75 9096 -16 2330.0371177562934 2338.118607785765 100 GTEX 1 100 100 0.0 0.001 75 9096 -17 2327.8335264727143 2337.943600730751 100 GTEX 1 100 100 0.0 0.001 75 9096 -18 2324.6970035870904 2334.128176612999 100 GTEX 1 100 100 0.0 0.001 75 9096 -19 2322.019480162794 2331.545885441421 100 GTEX 1 100 100 0.0 0.001 75 9096 -20 2319.0359998207177 2336.554265127436 100 GTEX 1 100 100 0.0 0.001 75 9096 -21 2316.1555272746364 2327.750750987702 100 GTEX 1 100 100 0.0 0.001 75 9096 -22 2314.584397018302 2323.1900360919676 100 GTEX 1 100 100 0.0 0.001 75 9096 -23 2312.0596657818774 2329.361707796162 100 GTEX 1 100 100 0.0 0.001 75 9096 -24 2311.0668968522236 2336.4639386659337 100 GTEX 1 100 100 0.0 0.001 75 9096 -25 2308.3183468933203 2320.226663683757 100 GTEX 1 100 100 0.0 0.001 75 9096 -26 2306.424519981416 2319.3083356850047 100 GTEX 1 100 100 0.0 0.001 75 9096 -27 2305.009483007792 2314.135796028398 100 GTEX 1 100 100 0.0 0.001 75 9096 -28 2303.5960371904544 2313.6495208160054 100 GTEX 1 100 100 0.0 0.001 75 9096 -29 2302.924885096338 2312.772814616504 100 GTEX 1 100 100 0.0 0.001 75 9096 -30 2301.3922765531747 2318.790172736454 100 GTEX 1 100 100 0.0 0.001 75 9096 -31 2299.542700058633 2310.8387975656487 100 GTEX 1 100 100 0.0 0.001 75 9096 -32 2297.9398230108122 2308.4626112093038 100 GTEX 1 100 100 0.0 0.001 75 9096 -33 2296.9424887004693 2305.7716978820104 100 GTEX 1 100 100 0.0 0.001 75 9096 -34 2295.9864920888845 2305.4741489424905 100 GTEX 1 100 100 0.0 0.001 75 9096 -35 2294.421314459108 2306.496447429004 100 GTEX 1 100 100 0.0 0.001 75 9096 -36 2293.0488193568776 2303.6195379336978 100 GTEX 1 100 100 0.0 0.001 75 9096 -37 2292.0590519101715 2303.1733602661598 100 GTEX 1 100 100 0.0 0.001 75 9096 -38 2290.943877287345 2303.0721820787785 100 GTEX 1 100 100 0.0 0.001 75 9096 -39 2290.6355040556177 2302.0002636347435 100 GTEX 1 100 100 0.0 0.001 75 9096 -40 2289.8190334888627 2304.054631802519 100 GTEX 1 100 100 0.0 0.001 75 9096 -41 2288.694346510824 2298.4935929331036 100 GTEX 1 100 100 0.0 0.001 75 9096 -42 2287.3765284900014 2298.8023398511764 100 GTEX 1 100 100 0.0 0.001 75 9096 -43 2286.746681729957 2300.372470406072 100 GTEX 1 100 100 0.0 0.001 75 9096 -44 2286.153976658021 2299.035677021447 100 GTEX 1 100 100 0.0 0.001 75 9096 -45 2285.017453153471 2299.268764481345 100 GTEX 1 100 100 0.0 0.001 75 9096 -46 2284.1640973146027 2295.9421739469462 100 GTEX 1 100 100 0.0 0.001 75 9096 -47 2283.333985973893 2293.8480275665397 100 GTEX 1 100 100 0.0 0.001 75 9096 -48 2282.7254285239187 2293.0189222908743 100 GTEX 1 100 100 0.0 0.001 75 9096 -49 2281.9300959139728 2292.1918936029588 100 GTEX 1 100 100 0.0 0.001 75 9096 -50 2281.2927882298377 2291.736072844879 100 GTEX 1 100 100 0.0 0.001 75 9096 -51 2280.383231435719 2295.4365512862405 100 GTEX 1 100 100 0.0 0.001 75 9096 -52 2280.314319282194 2291.7138671875 100 GTEX 1 100 100 0.0 0.001 75 9096 -53 2279.038475809473 2290.135809024477 100 GTEX 1 100 100 0.0 0.001 75 9096 -54 2279.146534508028 2290.8207803588402 100 GTEX 1 100 100 0.0 0.001 75 9096 -55 2278.1922260436336 2289.915337044023 100 GTEX 1 100 100 0.0 0.001 75 9096 -56 2277.813507663545 2289.2812750638664 100 GTEX 1 100 100 0.0 0.001 75 9096 -57 2277.348173027647 2287.9894824590065 100 GTEX 1 100 100 0.0 0.001 75 9096 -58 2276.8924371387534 2287.202469626307 100 GTEX 1 100 100 0.0 0.001 75 9096 -59 2276.109514696817 2287.5793726235743 100 GTEX 1 100 100 0.0 0.001 75 9096 -60 2275.7887246951996 2285.4226937529706 100 GTEX 1 100 100 0.0 0.001 75 9096 -61 2274.901008648669 2287.722269152507 100 GTEX 1 100 100 0.0 0.001 75 9096 -62 2275.3135629027147 2285.543992655359 100 GTEX 1 100 100 0.0 0.001 75 9096 -63 2274.020414947771 2285.686671964116 100 GTEX 1 100 100 0.0 0.001 75 9096 -64 2274.0117105750155 2285.0090452709123 100 GTEX 1 100 100 0.0 0.001 75 9096 -65 2273.5028370806567 2284.362493130644 100 GTEX 1 100 100 0.0 0.001 75 9096 -66 2273.2419594256694 2283.9525633837334 100 GTEX 1 100 100 0.0 0.001 75 9096 -67 2272.5886210869417 2288.2465439713046 100 GTEX 1 100 100 0.0 0.001 75 9096 -68 2271.951724215119 2283.8238567163735 100 GTEX 1 100 100 0.0 0.001 75 9096 -69 2271.966274630171 2289.0685756668845 100 GTEX 1 100 100 0.0 0.001 75 9096 -70 2271.4817942579734 2283.402587890625 100 GTEX 1 100 100 0.0 0.001 75 9096 -71 2271.0416050233293 2284.2516792790516 100 GTEX 1 100 100 0.0 0.001 75 9096 -72 2270.666053663177 2280.7646215170507 100 GTEX 1 100 100 0.0 0.001 75 9096 -73 2271.0947377289613 2280.848022925083 100 GTEX 1 100 100 0.0 0.001 75 9096 -74 2269.854189506765 2282.8881557450095 100 GTEX 1 100 100 0.0 0.001 75 9096 -75 2270.078445036459 2280.9293486736574 100 GTEX 1 100 100 0.0 0.001 75 9096 -76 2269.061017207388 2282.7506043176686 100 GTEX 1 100 100 0.0 0.001 75 9096 -77 2268.8698251574547 2280.148023482058 100 GTEX 1 100 100 0.0 0.001 75 9096 -78 2268.696515151109 2279.397373678113 100 GTEX 1 100 100 0.0 0.001 75 9096 -79 2268.3391888486403 2280.3561816777565 100 GTEX 1 100 100 0.0 0.001 75 9096 -80 2268.516038339594 2284.250079833056 100 GTEX 1 100 100 0.0 0.001 75 9096 -81 2267.9169995114607 2280.1727540919082 100 GTEX 1 100 100 0.0 0.001 75 9096 -82 2267.7927724730066 2278.5290666587453 100 GTEX 1 100 100 0.0 0.001 75 9096 -83 2267.7723052259657 2279.836277254634 100 GTEX 1 100 100 0.0 0.001 75 9096 -84 2267.216714325709 2287.8189850433696 100 GTEX 1 100 100 0.0 0.001 75 9096 -85 2266.6862462358968 2279.5974640936906 100 GTEX 1 100 100 0.0 0.001 75 9096 -86 2266.948406435059 2279.716666914211 100 GTEX 1 100 100 0.0 0.001 75 9096 -87 2266.4786370892807 2276.605946820045 100 GTEX 1 100 100 0.0 0.001 75 9096 -88 2265.8974838119834 2275.9090200213877 100 GTEX 1 100 100 0.0 0.001 75 9096 -89 2265.907235407988 2277.657210781547 100 GTEX 1 100 100 0.0 0.001 75 9096 -90 2266.227170440329 2278.354933125891 100 GTEX 1 100 100 0.0 0.001 75 9096 -91 2265.7571465869105 2277.7482743063806 100 GTEX 1 100 100 0.0 0.001 75 9096 -92 2265.892449646222 2275.29946771774 100 GTEX 1 100 100 0.0 0.001 75 9096 -93 2265.182538145458 2275.6770984954255 100 GTEX 1 100 100 0.0 0.001 75 9096 -94 2265.402052158361 2276.1359241326045 100 GTEX 1 100 100 0.0 0.001 75 9096 -95 2264.405268228204 2275.8389498054303 100 GTEX 1 100 100 0.0 0.001 75 9096 -96 2264.149680793934 2276.987414225879 100 GTEX 1 100 100 0.0 0.001 75 9096 -97 2264.677363457644 2275.151231656963 100 GTEX 1 100 100 0.0 0.001 75 9096 -98 2264.2993585448135 2276.2389867514257 100 GTEX 1 100 100 0.0 0.001 75 9096 -99 2263.7605794356796 2274.9716295597673 100 GTEX 1 100 100 0.0 0.001 75 9096 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index 5b88bc407..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3398.2098370490917 3574.0423765001187 100 GTEX 1 100 100 1.0 0.001 75 1824 -1 2584.1258279428293 2605.3276088700095 100 GTEX 1 100 100 1.0 0.001 75 1824 -2 2494.1149194704712 2575.849405150903 100 GTEX 1 100 100 1.0 0.001 75 1824 -3 2450.01741096333 2433.0518330040995 100 GTEX 1 100 100 1.0 0.001 75 1824 -4 2421.2814388240895 2498.139436787072 100 GTEX 1 100 100 1.0 0.001 75 1824 -5 2400.789972141097 2420.732967710314 100 GTEX 1 100 100 1.0 0.001 75 1824 -6 2388.371629791727 2406.3281732711503 100 GTEX 1 100 100 1.0 0.001 75 1824 -7 2378.1591825242454 2374.694317371673 100 GTEX 1 100 100 1.0 0.001 75 1824 -8 2368.347852191742 2370.30825678024 100 GTEX 1 100 100 1.0 0.001 75 1824 -9 2361.852085260601 2360.5606944733245 100 GTEX 1 100 100 1.0 0.001 75 1824 -10 2354.5014869445754 2353.9903522680015 100 GTEX 1 100 100 1.0 0.001 75 1824 -11 2349.2639568131817 2349.7029866845887 100 GTEX 1 100 100 1.0 0.001 75 1824 -12 2345.64951260072 2351.2622747965183 100 GTEX 1 100 100 1.0 0.001 75 1824 -13 2340.1341412573365 2346.394138582759 100 GTEX 1 100 100 1.0 0.001 75 1824 -14 2336.5441173997915 2360.028274826224 100 GTEX 1 100 100 1.0 0.001 75 1824 -15 2332.9208356164836 2335.829712378208 100 GTEX 1 100 100 1.0 0.001 75 1824 -16 2330.97301460831 2336.234332298598 100 GTEX 1 100 100 1.0 0.001 75 1824 -17 2327.458691003948 2331.3351456674786 100 GTEX 1 100 100 1.0 0.001 75 1824 -18 2324.01801080604 2328.196644598087 100 GTEX 1 100 100 1.0 0.001 75 1824 -19 2320.845020114072 2323.739157557034 100 GTEX 1 100 100 1.0 0.001 75 1824 -20 2319.08308561669 2328.8902416156725 100 GTEX 1 100 100 1.0 0.001 75 1824 -21 2316.6714612993655 2326.463634186371 100 GTEX 1 100 100 1.0 0.001 75 1824 -22 2314.990954573081 2317.9809765253685 100 GTEX 1 100 100 1.0 0.001 75 1824 -23 2312.6146394321227 2319.18618646774 100 GTEX 1 100 100 1.0 0.001 75 1824 -24 2310.4833222064144 2314.840553892883 100 GTEX 1 100 100 1.0 0.001 75 1824 -25 2307.4611723825196 2313.9528845725404 100 GTEX 1 100 100 1.0 0.001 75 1824 -26 2306.947576867548 2312.2017251366447 100 GTEX 1 100 100 1.0 0.001 75 1824 -27 2305.6037718088987 2311.1714832610505 100 GTEX 1 100 100 1.0 0.001 75 1824 -28 2303.5131079815906 2307.6844765550736 100 GTEX 1 100 100 1.0 0.001 75 1824 -29 2302.154434663461 2305.551468185599 100 GTEX 1 100 100 1.0 0.001 75 1824 -30 2301.0587967578167 2311.070701454076 100 GTEX 1 100 100 1.0 0.001 75 1824 -31 2299.2101003506423 2304.0679759906725 100 GTEX 1 100 100 1.0 0.001 75 1824 -32 2298.233749059232 2309.188463566421 100 GTEX 1 100 100 1.0 0.001 75 1824 -33 2296.8996306351173 2299.9295798182034 100 GTEX 1 100 100 1.0 0.001 75 1824 -34 2295.5853396945886 2314.012551427341 100 GTEX 1 100 100 1.0 0.001 75 1824 -35 2295.1294755590143 2299.352184455204 100 GTEX 1 100 100 1.0 0.001 75 1824 -36 2293.0857264203532 2301.685247036894 100 GTEX 1 100 100 1.0 0.001 75 1824 -37 2292.3678305901835 2305.6396289433815 100 GTEX 1 100 100 1.0 0.001 75 1824 -38 2290.9189988238336 2296.7476746301686 100 GTEX 1 100 100 1.0 0.001 75 1824 -39 2290.9939439096006 2296.2927283225404 100 GTEX 1 100 100 1.0 0.001 75 1824 -40 2289.2117738499114 2292.3506360652327 100 GTEX 1 100 100 1.0 0.001 75 1824 -41 2288.360134731997 2295.1533240256654 100 GTEX 1 100 100 1.0 0.001 75 1824 -42 2287.570374134741 2292.8270351859555 100 GTEX 1 100 100 1.0 0.001 75 1824 -43 2286.8939225102245 2293.798108699204 100 GTEX 1 100 100 1.0 0.001 75 1824 -44 2286.167787714066 2291.0125337898053 100 GTEX 1 100 100 1.0 0.001 75 1824 -45 2284.7245244273695 2291.9187512996077 100 GTEX 1 100 100 1.0 0.001 75 1824 -46 2284.6857662843627 2289.9041761971243 100 GTEX 1 100 100 1.0 0.001 75 1824 -47 2284.0376875037136 2287.7234406561906 100 GTEX 1 100 100 1.0 0.001 75 1824 -48 2283.7133106180513 2287.6071183237286 100 GTEX 1 100 100 1.0 0.001 75 1824 -49 2282.3969003192424 2289.7461503757722 100 GTEX 1 100 100 1.0 0.001 75 1824 -50 2281.964194341611 2288.19111755139 100 GTEX 1 100 100 1.0 0.001 75 1824 -51 2281.34580019327 2286.0920131668845 100 GTEX 1 100 100 1.0 0.001 75 1824 -52 2280.2502488083605 2290.0815383272934 100 GTEX 1 100 100 1.0 0.001 75 1824 -53 2279.8012822450273 2285.4194753668608 100 GTEX 1 100 100 1.0 0.001 75 1824 -54 2279.1812578448903 2286.3818795671937 100 GTEX 1 100 100 1.0 0.001 75 1824 -55 2278.6569210450198 2288.0890612003923 100 GTEX 1 100 100 1.0 0.001 75 1824 -56 2278.4771706466377 2286.8914289003087 100 GTEX 1 100 100 1.0 0.001 75 1824 -57 2277.2779581890545 2285.0591015253685 100 GTEX 1 100 100 1.0 0.001 75 1824 -58 2276.9773575107943 2283.6206091819154 100 GTEX 1 100 100 1.0 0.001 75 1824 -59 2276.450051927914 2281.7897540770555 100 GTEX 1 100 100 1.0 0.001 75 1824 -60 2275.730298029504 2282.555666847374 100 GTEX 1 100 100 1.0 0.001 75 1824 -61 2275.347114792668 2281.9017078704255 100 GTEX 1 100 100 1.0 0.001 75 1824 -62 2275.135351799755 2284.1260266902327 100 GTEX 1 100 100 1.0 0.001 75 1824 -63 2274.357983885842 2281.110962378208 100 GTEX 1 100 100 1.0 0.001 75 1824 -64 2274.737140130478 2279.81549838106 100 GTEX 1 100 100 1.0 0.001 75 1824 -65 2274.174841255727 2280.737461568738 100 GTEX 1 100 100 1.0 0.001 75 1824 -66 2274.265252174288 2279.764757047588 100 GTEX 1 100 100 1.0 0.001 75 1824 -67 2272.574725805347 2283.2831864157556 100 GTEX 1 100 100 1.0 0.001 75 1824 -68 2272.590565289088 2278.67010753327 100 GTEX 1 100 100 1.0 0.001 75 1824 -69 2272.103987349972 2279.583219462928 100 GTEX 1 100 100 1.0 0.001 75 1824 -70 2271.980908806578 2280.0123230676686 100 GTEX 1 100 100 1.0 0.001 75 1824 -71 2271.437751774049 2277.3210755554896 100 GTEX 1 100 100 1.0 0.001 75 1824 -72 2271.0907209232564 2277.8858702917064 100 GTEX 1 100 100 1.0 0.001 75 1824 -73 2270.4652970103384 2278.4837186980158 100 GTEX 1 100 100 1.0 0.001 75 1824 -74 2271.213318277264 2275.3618888129754 100 GTEX 1 100 100 1.0 0.001 75 1824 -75 2269.912461105642 2274.738582944689 100 GTEX 1 100 100 1.0 0.001 75 1824 -76 2269.61262415661 2277.993643989128 100 GTEX 1 100 100 1.0 0.001 75 1824 -77 2269.393723087023 2275.0304312470294 100 GTEX 1 100 100 1.0 0.001 75 1824 -78 2268.854458481807 2276.3615666958767 100 GTEX 1 100 100 1.0 0.001 75 1824 -79 2268.942141998604 2276.190265379931 100 GTEX 1 100 100 1.0 0.001 75 1824 -80 2268.6239995572614 2275.569247749822 100 GTEX 1 100 100 1.0 0.001 75 1824 -81 2268.206883326621 2277.3460493776734 100 GTEX 1 100 100 1.0 0.001 75 1824 -82 2267.599139919424 2278.319247749822 100 GTEX 1 100 100 1.0 0.001 75 1824 -83 2268.1660876783335 2275.0259178944866 100 GTEX 1 100 100 1.0 0.001 75 1824 -84 2267.9559995772734 2274.9055212912904 100 GTEX 1 100 100 1.0 0.001 75 1824 -85 2267.391207873815 2273.2325026363474 100 GTEX 1 100 100 1.0 0.001 75 1824 -86 2266.991164414875 2273.8449883406606 100 GTEX 1 100 100 1.0 0.001 75 1824 -87 2267.1165701984114 2272.361306774299 100 GTEX 1 100 100 1.0 0.001 75 1824 -88 2266.2572541511386 2271.725700117336 100 GTEX 1 100 100 1.0 0.001 75 1824 -89 2266.472346761076 2273.9596963744652 100 GTEX 1 100 100 1.0 0.001 75 1824 -90 2266.1883752649005 2272.245148749406 100 GTEX 1 100 100 1.0 0.001 75 1824 -91 2265.6505560588344 2276.957675484197 100 GTEX 1 100 100 1.0 0.001 75 1824 -92 2265.7101248240187 2273.215210425083 100 GTEX 1 100 100 1.0 0.001 75 1824 -93 2265.8018766721325 2272.2795400873338 100 GTEX 1 100 100 1.0 0.001 75 1824 -94 2265.1461833963126 2273.7758529140924 100 GTEX 1 100 100 1.0 0.001 75 1824 -95 2264.754539772615 2270.5195516724098 100 GTEX 1 100 100 1.0 0.001 75 1824 -96 2264.917602784054 2271.4662779601354 100 GTEX 1 100 100 1.0 0.001 75 1824 -97 2264.9599353552144 2270.733170077828 100 GTEX 1 100 100 1.0 0.001 75 1824 -98 2264.3147180512324 2270.7519577664566 100 GTEX 1 100 100 1.0 0.001 75 1824 -99 2265.1310301212848 2269.88788097077 100 GTEX 1 100 100 1.0 0.001 75 1824 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 782aed1b1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3405.8532976082215 3201.957604934054 100 GTEX 1 50 100 0.5 0.001 75 3447 -1 2582.595830984852 2614.6169842041945 100 GTEX 1 50 100 0.5 0.001 75 3447 -2 2495.182012187071 2527.9203897338402 100 GTEX 1 50 100 0.5 0.001 75 3447 -3 2453.568896680368 2437.125709214591 100 GTEX 1 50 100 0.5 0.001 75 3447 -4 2423.248490619347 2415.1161348176092 100 GTEX 1 50 100 0.5 0.001 75 3447 -5 2401.0714947523306 2399.5881514748694 100 GTEX 1 50 100 0.5 0.001 75 3447 -6 2387.68443213721 2400.5305250044557 100 GTEX 1 50 100 0.5 0.001 75 3447 -7 2378.1789380060754 2366.6169080843038 100 GTEX 1 50 100 0.5 0.001 75 3447 -8 2368.7464382340468 2362.8848073981108 100 GTEX 1 50 100 0.5 0.001 75 3447 -9 2361.569708376383 2349.8712784799786 100 GTEX 1 50 100 0.5 0.001 75 3447 -10 2356.305548606962 2351.4461943767824 100 GTEX 1 50 100 0.5 0.001 75 3447 -11 2350.4734258332396 2346.0084288854564 100 GTEX 1 50 100 0.5 0.001 75 3447 -12 2346.164976654101 2341.8803664522934 100 GTEX 1 50 100 0.5 0.001 75 3447 -13 2343.2541033264397 2333.7368915978495 100 GTEX 1 50 100 0.5 0.001 75 3447 -14 2337.9856325808155 2331.167624353909 100 GTEX 1 50 100 0.5 0.001 75 3447 -15 2334.7040968947645 2326.959428098265 100 GTEX 1 50 100 0.5 0.001 75 3447 -16 2331.391691590484 2319.3598985563212 100 GTEX 1 50 100 0.5 0.001 75 3447 -17 2328.1040079292707 2330.380204929598 100 GTEX 1 50 100 0.5 0.001 75 3447 -18 2324.7203293193215 2317.543637119772 100 GTEX 1 50 100 0.5 0.001 75 3447 -19 2322.794932860941 2320.993838930311 100 GTEX 1 50 100 0.5 0.001 75 3447 -20 2320.3134050249387 2310.626554888011 100 GTEX 1 50 100 0.5 0.001 75 3447 -21 2318.028811121032 2309.421222411181 100 GTEX 1 50 100 0.5 0.001 75 3447 -22 2315.9606890526798 2308.8746639585315 100 GTEX 1 50 100 0.5 0.001 75 3447 -23 2313.9753274584164 2310.177192252852 100 GTEX 1 50 100 0.5 0.001 75 3447 -24 2312.1783903852693 2302.718858610088 100 GTEX 1 50 100 0.5 0.001 75 3447 -25 2310.825340528076 2301.606992076105 100 GTEX 1 50 100 0.5 0.001 75 3447 -26 2309.2732414293155 2300.688688212928 100 GTEX 1 50 100 0.5 0.001 75 3447 -27 2306.5043878262154 2298.2428447302755 100 GTEX 1 50 100 0.5 0.001 75 3447 -28 2305.1762092633044 2297.1195787785173 100 GTEX 1 50 100 0.5 0.001 75 3447 -29 2303.0955948902683 2293.9053495573908 100 GTEX 1 50 100 0.5 0.001 75 3447 -30 2301.8563564707915 2293.855568077174 100 GTEX 1 50 100 0.5 0.001 75 3447 -31 2300.4849477904745 2305.8982666943916 100 GTEX 1 50 100 0.5 0.001 75 3447 -32 2299.931707469037 2292.2063378163616 100 GTEX 1 50 100 0.5 0.001 75 3447 -33 2298.569551710671 2292.1547897977066 100 GTEX 1 50 100 0.5 0.001 75 3447 -34 2297.259177670832 2287.5239870484793 100 GTEX 1 50 100 0.5 0.001 75 3447 -35 2296.3731674108913 2288.194073231048 100 GTEX 1 50 100 0.5 0.001 75 3447 -36 2294.4653629259865 2287.1673430816304 100 GTEX 1 50 100 0.5 0.001 75 3447 -37 2293.6086718223914 2286.844548330561 100 GTEX 1 50 100 0.5 0.001 75 3447 -38 2292.8094716969144 2284.538927897754 100 GTEX 1 50 100 0.5 0.001 75 3447 -39 2292.0297370605213 2283.7918715096243 100 GTEX 1 50 100 0.5 0.001 75 3447 -40 2290.9562982865646 2282.6609703615136 100 GTEX 1 50 100 0.5 0.001 75 3447 -41 2290.490953954155 2292.00368624495 100 GTEX 1 50 100 0.5 0.001 75 3447 -42 2288.86303628414 2280.7551334511645 100 GTEX 1 50 100 0.5 0.001 75 3447 -43 2288.4161570238643 2282.8044934871077 100 GTEX 1 50 100 0.5 0.001 75 3447 -44 2287.751287933991 2278.27799726711 100 GTEX 1 50 100 0.5 0.001 75 3447 -45 2287.0310234987737 2278.632479243405 100 GTEX 1 50 100 0.5 0.001 75 3447 -46 2286.1329538730756 2280.948101087215 100 GTEX 1 50 100 0.5 0.001 75 3447 -47 2285.177626578675 2277.425582595651 100 GTEX 1 50 100 0.5 0.001 75 3447 -48 2284.5621766883896 2277.092584066065 100 GTEX 1 50 100 0.5 0.001 75 3447 -49 2284.113746579401 2277.3534190826995 100 GTEX 1 50 100 0.5 0.001 75 3447 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index c321cf5e9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3409.137705060589 3109.1611420954137 100 GTEX 1 50 100 0.0 0.001 75 3948 -1 2593.1606427260485 2581.1400188257485 100 GTEX 1 50 100 0.0 0.001 75 3948 -2 2500.355581291427 2537.2716217621196 100 GTEX 1 50 100 0.0 0.001 75 3948 -3 2454.5392738375326 2473.5448838150546 100 GTEX 1 50 100 0.0 0.001 75 3948 -4 2425.247241007208 2416.111227869534 100 GTEX 1 50 100 0.0 0.001 75 3948 -5 2405.118822058491 2417.959873678113 100 GTEX 1 50 100 0.0 0.001 75 3948 -6 2390.4071840886845 2396.3509238355514 100 GTEX 1 50 100 0.0 0.001 75 3948 -7 2379.635300893069 2414.2768990984437 100 GTEX 1 50 100 0.0 0.001 75 3948 -8 2368.6622174807885 2372.9075997356226 100 GTEX 1 50 100 0.0 0.001 75 3948 -9 2361.3786234006943 2359.497051746673 100 GTEX 1 50 100 0.0 0.001 75 3948 -10 2355.711086609654 2359.101626552103 100 GTEX 1 50 100 0.0 0.001 75 3948 -11 2349.8155233000984 2352.316250297053 100 GTEX 1 50 100 0.0 0.001 75 3948 -12 2344.544403008477 2349.2230387060363 100 GTEX 1 50 100 0.0 0.001 75 3948 -13 2341.612089172215 2345.502308660587 100 GTEX 1 50 100 0.0 0.001 75 3948 -14 2337.2663323295724 2340.5514783968038 100 GTEX 1 50 100 0.0 0.001 75 3948 -15 2332.933796499931 2337.545088039152 100 GTEX 1 50 100 0.0 0.001 75 3948 -16 2329.3034702009695 2333.7779499242515 100 GTEX 1 50 100 0.0 0.001 75 3948 -17 2327.0510920799306 2332.240093274715 100 GTEX 1 50 100 0.0 0.001 75 3948 -18 2324.7987251769305 2330.27300398794 100 GTEX 1 50 100 0.0 0.001 75 3948 -19 2322.0869304898347 2331.8244619623338 100 GTEX 1 50 100 0.0 0.001 75 3948 -20 2319.0379627453835 2326.21126054539 100 GTEX 1 50 100 0.0 0.001 75 3948 -21 2318.0882354185096 2323.4037269041114 100 GTEX 1 50 100 0.0 0.001 75 3948 -22 2315.255605744172 2321.32302218245 100 GTEX 1 50 100 0.0 0.001 75 3948 -23 2312.343973458172 2318.237737271269 100 GTEX 1 50 100 0.0 0.001 75 3948 -24 2311.5039518958124 2325.8787558668014 100 GTEX 1 50 100 0.0 0.001 75 3948 -25 2309.435754241089 2315.4465424860387 100 GTEX 1 50 100 0.0 0.001 75 3948 -26 2306.7266428830494 2321.161950637179 100 GTEX 1 50 100 0.0 0.001 75 3948 -27 2305.9874154495137 2314.9566803558696 100 GTEX 1 50 100 0.0 0.001 75 3948 -28 2303.629171459907 2310.84297302014 100 GTEX 1 50 100 0.0 0.001 75 3948 -29 2302.7371125366817 2308.514625230216 100 GTEX 1 50 100 0.0 0.001 75 3948 -30 2301.365225890552 2305.9291797246315 100 GTEX 1 50 100 0.0 0.001 75 3948 -31 2300.2988892955464 2313.4160536849454 100 GTEX 1 50 100 0.0 0.001 75 3948 -32 2298.9167061146204 2305.523414292716 100 GTEX 1 50 100 0.0 0.001 75 3948 -33 2296.881184414446 2302.6383451164447 100 GTEX 1 50 100 0.0 0.001 75 3948 -34 2296.0709719917295 2304.165015855216 100 GTEX 1 50 100 0.0 0.001 75 3948 -35 2295.1452830133207 2300.8811332209484 100 GTEX 1 50 100 0.0 0.001 75 3948 -36 2293.231379861047 2306.6851987657437 100 GTEX 1 50 100 0.0 0.001 75 3948 -37 2292.2576518628443 2299.7747974468275 100 GTEX 1 50 100 0.0 0.001 75 3948 -38 2291.115189528634 2300.038194547588 100 GTEX 1 50 100 0.0 0.001 75 3948 -39 2290.604480376324 2297.6753078214115 100 GTEX 1 50 100 0.0 0.001 75 3948 -40 2289.4610696149703 2296.408914196174 100 GTEX 1 50 100 0.0 0.001 75 3948 -41 2288.5465280918256 2294.876355305371 100 GTEX 1 50 100 0.0 0.001 75 3948 -42 2287.926592997592 2295.4515469047055 100 GTEX 1 50 100 0.0 0.001 75 3948 -43 2287.343899238597 2294.217093928232 100 GTEX 1 50 100 0.0 0.001 75 3948 -44 2285.9638491096953 2301.1103719849098 100 GTEX 1 50 100 0.0 0.001 75 3948 -45 2285.1520508431427 2294.1413834140326 100 GTEX 1 50 100 0.0 0.001 75 3948 -46 2284.402708065476 2291.1567419944154 100 GTEX 1 50 100 0.0 0.001 75 3948 -47 2283.5533612441573 2290.62158203125 100 GTEX 1 50 100 0.0 0.001 75 3948 -48 2283.2625843441774 2292.0590857444154 100 GTEX 1 50 100 0.0 0.001 75 3948 -49 2281.9327959024604 2290.5775670968987 100 GTEX 1 50 100 0.0 0.001 75 3948 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index 52f005a64..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3395.1526612591765 2976.8219806395555 100 GTEX 1 50 100 1.0 0.001 75 914 -1 2583.6303252674174 2743.604935910765 100 GTEX 1 50 100 1.0 0.001 75 914 -2 2495.9325539796546 2490.245191450808 100 GTEX 1 50 100 1.0 0.001 75 914 -3 2452.9153687954704 2441.1862857949145 100 GTEX 1 50 100 1.0 0.001 75 914 -4 2424.441782840847 2407.2738543028163 100 GTEX 1 50 100 1.0 0.001 75 914 -5 2407.3295243665084 2414.8460233855158 100 GTEX 1 50 100 1.0 0.001 75 914 -6 2390.2357048920344 2408.0290945074858 100 GTEX 1 50 100 1.0 0.001 75 914 -7 2380.3568687354345 2369.210192082046 100 GTEX 1 50 100 1.0 0.001 75 914 -8 2370.4732342497705 2342.660543347493 100 GTEX 1 50 100 1.0 0.001 75 914 -9 2362.523033212203 2372.8461310673124 100 GTEX 1 50 100 1.0 0.001 75 914 -10 2355.9040312524758 2349.0828611424668 100 GTEX 1 50 100 1.0 0.001 75 914 -11 2350.905126055682 2333.837155418251 100 GTEX 1 50 100 1.0 0.001 75 914 -12 2346.807006023597 2325.419400175261 100 GTEX 1 50 100 1.0 0.001 75 914 -13 2342.176391021319 2326.0628054078543 100 GTEX 1 50 100 1.0 0.001 75 914 -14 2339.7733869543545 2318.896517793489 100 GTEX 1 50 100 1.0 0.001 75 914 -15 2335.4482985871564 2319.626096312084 100 GTEX 1 50 100 1.0 0.001 75 914 -16 2332.366755257366 2319.6826097611693 100 GTEX 1 50 100 1.0 0.001 75 914 -17 2328.0467350968743 2314.7634425870365 100 GTEX 1 50 100 1.0 0.001 75 914 -18 2327.123654299557 2309.3902648229564 100 GTEX 1 50 100 1.0 0.001 75 914 -19 2323.7773300046792 2315.1425344953063 100 GTEX 1 50 100 1.0 0.001 75 914 -20 2320.894101302551 2305.2105401913022 100 GTEX 1 50 100 1.0 0.001 75 914 -21 2318.771757321485 2301.0220998321647 100 GTEX 1 50 100 1.0 0.001 75 914 -22 2317.127972109738 2300.48764165726 100 GTEX 1 50 100 1.0 0.001 75 914 -23 2314.587429653872 2297.257823639496 100 GTEX 1 50 100 1.0 0.001 75 914 -24 2312.70297233152 2305.430652923004 100 GTEX 1 50 100 1.0 0.001 75 914 -25 2310.877896368636 2304.899934833947 100 GTEX 1 50 100 1.0 0.001 75 914 -26 2309.0208008483005 2299.6994276155538 100 GTEX 1 50 100 1.0 0.001 75 914 -27 2307.9616195825383 2291.5591795018418 100 GTEX 1 50 100 1.0 0.001 75 914 -28 2305.7405755581062 2290.3137624762358 100 GTEX 1 50 100 1.0 0.001 75 914 -29 2304.469779351753 2288.789304784042 100 GTEX 1 50 100 1.0 0.001 75 914 -30 2303.1244387886045 2286.943249836621 100 GTEX 1 50 100 1.0 0.001 75 914 -31 2300.8848343516047 2290.150778650784 100 GTEX 1 50 100 1.0 0.001 75 914 -32 2301.0607665164603 2291.623057086205 100 GTEX 1 50 100 1.0 0.001 75 914 -33 2299.5338328309026 2283.231300499049 100 GTEX 1 50 100 1.0 0.001 75 914 -34 2298.1621293353724 2284.892015580442 100 GTEX 1 50 100 1.0 0.001 75 914 -35 2296.7913092797266 2282.5284047870127 100 GTEX 1 50 100 1.0 0.001 75 914 -36 2295.9953122008524 2280.2024974750475 100 GTEX 1 50 100 1.0 0.001 75 914 -37 2294.6676948751256 2280.3352784131416 100 GTEX 1 50 100 1.0 0.001 75 914 -38 2293.3338943212275 2281.6322991548836 100 GTEX 1 50 100 1.0 0.001 75 914 -39 2292.719620210336 2277.813574961383 100 GTEX 1 50 100 1.0 0.001 75 914 -40 2291.578668752517 2275.2914212883197 100 GTEX 1 50 100 1.0 0.001 75 914 -41 2290.8711768666403 2274.9934221274953 100 GTEX 1 50 100 1.0 0.001 75 914 -42 2289.377896987562 2275.015091232474 100 GTEX 1 50 100 1.0 0.001 75 914 -43 2288.9301513852397 2272.1527586962334 100 GTEX 1 50 100 1.0 0.001 75 914 -44 2288.3486128263394 2272.1450845116447 100 GTEX 1 50 100 1.0 0.001 75 914 -45 2287.2631708541844 2272.39971668548 100 GTEX 1 50 100 1.0 0.001 75 914 -46 2286.6458629730246 2272.8599802459603 100 GTEX 1 50 100 1.0 0.001 75 914 -47 2285.8113809813035 2270.151013508496 100 GTEX 1 50 100 1.0 0.001 75 914 -48 2284.9640696537563 2268.8547632485743 100 GTEX 1 50 100 1.0 0.001 75 914 -49 2284.7033895909804 2268.9422017956867 100 GTEX 1 50 100 1.0 0.001 75 914 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 096f992ae..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3702.7700932866305 3872.8507688108957 150 GTEX 1 100 100 0.5 0.001 75 3561 -1 2677.305046064619 2933.6199788720887 150 GTEX 1 100 100 0.5 0.001 75 3561 -2 2549.19780290458 2591.3454028227484 150 GTEX 1 100 100 0.5 0.001 75 3561 -3 2495.087092210111 2518.084118048954 150 GTEX 1 100 100 0.5 0.001 75 3561 -4 2460.4138127890387 2552.4173187139822 150 GTEX 1 100 100 0.5 0.001 75 3561 -5 2435.414484375619 2444.940613025042 150 GTEX 1 100 100 0.5 0.001 75 3561 -6 2421.7728005990793 2436.986252469255 150 GTEX 1 100 100 0.5 0.001 75 3561 -7 2404.841384541161 2411.365564382575 150 GTEX 1 100 100 0.5 0.001 75 3561 -8 2395.2896234535096 2402.8838115735653 150 GTEX 1 100 100 0.5 0.001 75 3561 -9 2386.369380562084 2411.6000628453244 150 GTEX 1 100 100 0.5 0.001 75 3561 -10 2379.702590969783 2387.798225663914 150 GTEX 1 100 100 0.5 0.001 75 3561 -11 2372.638429152748 2410.805797736454 150 GTEX 1 100 100 0.5 0.001 75 3561 -12 2367.7264229579146 2374.9731640253685 150 GTEX 1 100 100 0.5 0.001 75 3561 -13 2364.709509894981 2382.7893073368436 150 GTEX 1 100 100 0.5 0.001 75 3561 -14 2356.8915065573174 2378.1689740895317 150 GTEX 1 100 100 0.5 0.001 75 3561 -15 2351.264880302754 2365.4585197651795 150 GTEX 1 100 100 0.5 0.001 75 3561 -16 2349.744341750249 2366.873705033567 150 GTEX 1 100 100 0.5 0.001 75 3561 -17 2346.3775661198933 2358.2527630592026 150 GTEX 1 100 100 0.5 0.001 75 3561 -18 2342.1753224451136 2358.6963693597017 150 GTEX 1 100 100 0.5 0.001 75 3561 -19 2340.5543814151706 2347.094265665845 150 GTEX 1 100 100 0.5 0.001 75 3561 -20 2336.412874754699 2349.217345031042 150 GTEX 1 100 100 0.5 0.001 75 3561 -21 2334.6603964191813 2346.809473538127 150 GTEX 1 100 100 0.5 0.001 75 3561 -22 2331.3208960443185 2344.1632525657974 150 GTEX 1 100 100 0.5 0.001 75 3561 -23 2329.400935770101 2350.16423098488 150 GTEX 1 100 100 0.5 0.001 75 3561 -24 2327.640843068356 2339.512195659681 150 GTEX 1 100 100 0.5 0.001 75 3561 -25 2324.6529548365374 2351.582851859553 150 GTEX 1 100 100 0.5 0.001 75 3561 -26 2324.140302848876 2335.6218642318204 150 GTEX 1 100 100 0.5 0.001 75 3561 -27 2321.5024247726064 2336.8132449538084 150 GTEX 1 100 100 0.5 0.001 75 3561 -28 2319.61359153837 2335.34993242039 150 GTEX 1 100 100 0.5 0.001 75 3561 -29 2316.916226292029 2331.6641407085463 150 GTEX 1 100 100 0.5 0.001 75 3561 -30 2315.6825675960326 2327.302865496153 150 GTEX 1 100 100 0.5 0.001 75 3561 -31 2314.6695722848117 2329.7722089063986 150 GTEX 1 100 100 0.5 0.001 75 3561 -32 2312.969775535041 2331.3805734612642 150 GTEX 1 100 100 0.5 0.001 75 3561 -33 2311.855287971952 2327.316900333071 150 GTEX 1 100 100 0.5 0.001 75 3561 -34 2310.2327104493734 2323.0425236342976 150 GTEX 1 100 100 0.5 0.001 75 3561 -35 2308.3204994157336 2327.5670781008644 150 GTEX 1 100 100 0.5 0.001 75 3561 -36 2307.305676079985 2321.599218100196 150 GTEX 1 100 100 0.5 0.001 75 3561 -37 2306.199455050892 2318.5957838863474 150 GTEX 1 100 100 0.5 0.001 75 3561 -38 2305.0578273129686 2329.5375742168935 150 GTEX 1 100 100 0.5 0.001 75 3561 -39 2303.523488767726 2316.5469139882366 150 GTEX 1 100 100 0.5 0.001 75 3561 -40 2302.9567735445744 2315.7350967465245 150 GTEX 1 100 100 0.5 0.001 75 3561 -41 2301.9605362810453 2314.4991397059916 150 GTEX 1 100 100 0.5 0.001 75 3561 -42 2300.8199734831355 2312.483888111187 150 GTEX 1 100 100 0.5 0.001 75 3561 -43 2299.3864517348916 2315.6616907156013 150 GTEX 1 100 100 0.5 0.001 75 3561 -44 2298.590925839429 2313.4196445479593 150 GTEX 1 100 100 0.5 0.001 75 3561 -45 2297.667304023186 2311.4242416787965 150 GTEX 1 100 100 0.5 0.001 75 3561 -46 2297.204098957852 2311.6240828481464 150 GTEX 1 100 100 0.5 0.001 75 3561 -47 2295.7280441579137 2306.5390546095236 150 GTEX 1 100 100 0.5 0.001 75 3561 -48 2295.0343779244267 2307.486776489722 150 GTEX 1 100 100 0.5 0.001 75 3561 -49 2293.797952266962 2309.214396777715 150 GTEX 1 100 100 0.5 0.001 75 3561 -50 2293.019890975106 2306.8572341280747 150 GTEX 1 100 100 0.5 0.001 75 3561 -51 2292.6175283478547 2305.0036110533506 150 GTEX 1 100 100 0.5 0.001 75 3561 -52 2292.343179659442 2308.0896260656787 150 GTEX 1 100 100 0.5 0.001 75 3561 -53 2290.98426802891 2303.172930235192 150 GTEX 1 100 100 0.5 0.001 75 3561 -54 2290.8059302007964 2302.3416047186906 150 GTEX 1 100 100 0.5 0.001 75 3561 -55 2290.1753162300624 2301.9855107644667 150 GTEX 1 100 100 0.5 0.001 75 3561 -56 2289.3747294776426 2302.9579168399478 150 GTEX 1 100 100 0.5 0.001 75 3561 -57 2288.3244220672796 2302.5631430738326 150 GTEX 1 100 100 0.5 0.001 75 3561 -58 2287.404424476966 2301.0377183341257 150 GTEX 1 100 100 0.5 0.001 75 3561 -59 2286.7254461633174 2300.3066429457285 150 GTEX 1 100 100 0.5 0.001 75 3561 -60 2286.315662842184 2301.767756356939 150 GTEX 1 100 100 0.5 0.001 75 3561 -61 2285.5158557563445 2299.6054341711474 150 GTEX 1 100 100 0.5 0.001 75 3561 -62 2284.5994627152627 2299.8459034038588 150 GTEX 1 100 100 0.5 0.001 75 3561 -63 2284.724568809541 2297.1413465144515 150 GTEX 1 100 100 0.5 0.001 75 3561 -64 2284.3232770021027 2301.3182888248575 150 GTEX 1 100 100 0.5 0.001 75 3561 -65 2283.455839481678 2296.63379068701 150 GTEX 1 100 100 0.5 0.001 75 3561 -66 2282.6935453365554 2301.7944099223205 150 GTEX 1 100 100 0.5 0.001 75 3561 -67 2282.7778776770624 2298.22556876411 150 GTEX 1 100 100 0.5 0.001 75 3561 -68 2281.550496904956 2295.0352495432808 150 GTEX 1 100 100 0.5 0.001 75 3561 -69 2281.6788859131143 2295.3297068084603 150 GTEX 1 100 100 0.5 0.001 75 3561 -70 2281.056555445272 2294.444351718453 150 GTEX 1 100 100 0.5 0.001 75 3561 -71 2279.9240584945155 2293.970727260575 150 GTEX 1 100 100 0.5 0.001 75 3561 -72 2279.6061357462104 2293.5623103964917 150 GTEX 1 100 100 0.5 0.001 75 3561 -73 2279.1435503808048 2292.2398027195222 150 GTEX 1 100 100 0.5 0.001 75 3561 -74 2278.6954007743593 2290.9335143810895 150 GTEX 1 100 100 0.5 0.001 75 3561 -75 2278.4755759831023 2292.9220898994477 150 GTEX 1 100 100 0.5 0.001 75 3561 -76 2278.034650097254 2291.6333400015596 150 GTEX 1 100 100 0.5 0.001 75 3561 -77 2278.007432015075 2298.444224542538 150 GTEX 1 100 100 0.5 0.001 75 3561 -78 2277.4868710780706 2291.2630313539685 150 GTEX 1 100 100 0.5 0.001 75 3561 -79 2276.6208066455765 2289.937501856583 150 GTEX 1 100 100 0.5 0.001 75 3561 -80 2276.03677871364 2288.942576361246 150 GTEX 1 100 100 0.5 0.001 75 3561 -81 2275.956567390549 2288.898173633184 150 GTEX 1 100 100 0.5 0.001 75 3561 -82 2276.3694886678727 2293.0563930032827 150 GTEX 1 100 100 0.5 0.001 75 3561 -83 2275.137126055063 2288.4469509342325 150 GTEX 1 100 100 0.5 0.001 75 3561 -84 2275.249656547497 2292.847272401527 150 GTEX 1 100 100 0.5 0.001 75 3561 -85 2274.7189838509757 2290.840650435183 150 GTEX 1 100 100 0.5 0.001 75 3561 -86 2274.6228708936305 2290.4782060398347 150 GTEX 1 100 100 0.5 0.001 75 3561 -87 2274.5089246847187 2288.7147302663825 150 GTEX 1 100 100 0.5 0.001 75 3561 -88 2273.7701210351584 2287.9384324686607 150 GTEX 1 100 100 0.5 0.001 75 3561 -89 2273.505834334275 2286.917583277017 150 GTEX 1 100 100 0.5 0.001 75 3561 -90 2273.080602278185 2286.8776790488355 150 GTEX 1 100 100 0.5 0.001 75 3561 -91 2272.0551165448483 2285.5915634097255 150 GTEX 1 100 100 0.5 0.001 75 3561 -92 2272.0328030407436 2284.9078169557984 150 GTEX 1 100 100 0.5 0.001 75 3561 -93 2271.971890999244 2285.075506522175 150 GTEX 1 100 100 0.5 0.001 75 3561 -94 2271.6010968353476 2287.320684280686 150 GTEX 1 100 100 0.5 0.001 75 3561 -95 2271.0043730493508 2286.3626022048775 150 GTEX 1 100 100 0.5 0.001 75 3561 -96 2270.671375758597 2285.6876160364186 150 GTEX 1 100 100 0.5 0.001 75 3561 -97 2270.940333263945 2285.308229859791 150 GTEX 1 100 100 0.5 0.001 75 3561 -98 2270.889459329736 2285.758953370069 150 GTEX 1 100 100 0.5 0.001 75 3561 -99 2269.780333885966 2283.8850394709484 150 GTEX 1 100 100 0.5 0.001 75 3561 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index fdd39b622..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3710.15136076614 3961.1168482095118 150 GTEX 1 100 100 0.0 0.001 75 6742 -1 2672.28140413843 3021.5516315648765 150 GTEX 1 100 100 0.0 0.001 75 6742 -2 2552.3464782012106 2728.7602121331392 150 GTEX 1 100 100 0.0 0.001 75 6742 -3 2500.5962827494523 2509.594493561371 150 GTEX 1 100 100 0.0 0.001 75 6742 -4 2465.0282043927673 2471.6900722953305 150 GTEX 1 100 100 0.0 0.001 75 6742 -5 2436.8626424149347 2432.425841124792 150 GTEX 1 100 100 0.0 0.001 75 6742 -6 2423.0866506835832 2419.23422693753 150 GTEX 1 100 100 0.0 0.001 75 6742 -7 2407.8299750221986 2402.2024130005348 150 GTEX 1 100 100 0.0 0.001 75 6742 -8 2395.3628588328206 2388.4413630844524 150 GTEX 1 100 100 0.0 0.001 75 6742 -9 2385.9144415923406 2376.018116998129 150 GTEX 1 100 100 0.0 0.001 75 6742 -10 2379.9691810047816 2382.8487451357532 150 GTEX 1 100 100 0.0 0.001 75 6742 -11 2374.2806763842905 2373.028855472463 150 GTEX 1 100 100 0.0 0.001 75 6742 -12 2368.0571888131553 2367.3628978656725 150 GTEX 1 100 100 0.0 0.001 75 6742 -13 2361.3571979268445 2360.3118023890506 150 GTEX 1 100 100 0.0 0.001 75 6742 -14 2358.0890481460683 2352.630531224008 150 GTEX 1 100 100 0.0 0.001 75 6742 -15 2353.1524458212575 2346.769683953927 150 GTEX 1 100 100 0.0 0.001 75 6742 -16 2350.691138951217 2345.968254756565 150 GTEX 1 100 100 0.0 0.001 75 6742 -17 2347.903957548672 2341.3605279378567 150 GTEX 1 100 100 0.0 0.001 75 6742 -18 2344.856930086501 2336.9539548924668 150 GTEX 1 100 100 0.0 0.001 75 6742 -19 2340.6283728387093 2334.49687072986 150 GTEX 1 100 100 0.0 0.001 75 6742 -20 2339.751132789806 2336.149364398913 150 GTEX 1 100 100 0.0 0.001 75 6742 -21 2337.756901285799 2336.4155180608363 150 GTEX 1 100 100 0.0 0.001 75 6742 -22 2334.645653466482 2327.2711200206454 150 GTEX 1 100 100 0.0 0.001 75 6742 -23 2331.6951919641087 2326.737097678529 150 GTEX 1 100 100 0.0 0.001 75 6742 -24 2329.6925946142273 2334.395390383644 150 GTEX 1 100 100 0.0 0.001 75 6742 -25 2327.2937558436956 2320.360676928618 150 GTEX 1 100 100 0.0 0.001 75 6742 -26 2324.585494451945 2317.902910936015 150 GTEX 1 100 100 0.0 0.001 75 6742 -27 2324.5086855212926 2315.5112796681915 150 GTEX 1 100 100 0.0 0.001 75 6742 -28 2320.5825217232805 2315.43192932361 150 GTEX 1 100 100 0.0 0.001 75 6742 -29 2320.12181397387 2311.480610314431 150 GTEX 1 100 100 0.0 0.001 75 6742 -30 2318.471880013303 2310.4263372965183 150 GTEX 1 100 100 0.0 0.001 75 6742 -31 2316.3853502266506 2311.8581677570996 150 GTEX 1 100 100 0.0 0.001 75 6742 -32 2315.643923129151 2311.8593485436963 150 GTEX 1 100 100 0.0 0.001 75 6742 -33 2313.483963259299 2310.5197159799786 150 GTEX 1 100 100 0.0 0.001 75 6742 -34 2312.609486277786 2309.9743777663084 150 GTEX 1 100 100 0.0 0.001 75 6742 -35 2310.1843848151393 2305.421899135575 150 GTEX 1 100 100 0.0 0.001 75 6742 -36 2309.5471386883796 2303.262679067401 150 GTEX 1 100 100 0.0 0.001 75 6742 -37 2308.077953325326 2303.4285814408568 150 GTEX 1 100 100 0.0 0.001 75 6742 -38 2306.590595178069 2307.0224999257366 150 GTEX 1 100 100 0.0 0.001 75 6742 -39 2305.618938210321 2299.12521675603 150 GTEX 1 100 100 0.0 0.001 75 6742 -40 2304.5359241569813 2302.962937503713 150 GTEX 1 100 100 0.0 0.001 75 6742 -41 2303.4682611771896 2298.855511451402 150 GTEX 1 100 100 0.0 0.001 75 6742 -42 2302.863195322403 2299.1625280343987 150 GTEX 1 100 100 0.0 0.001 75 6742 -43 2301.556467428799 2301.5537944837215 150 GTEX 1 100 100 0.0 0.001 75 6742 -44 2301.039745227253 2295.0722934737405 150 GTEX 1 100 100 0.0 0.001 75 6742 -45 2300.137931123409 2294.339803833472 150 GTEX 1 100 100 0.0 0.001 75 6742 -46 2299.0137199965175 2296.2877591789447 150 GTEX 1 100 100 0.0 0.001 75 6742 -47 2298.121519700217 2292.0085203221543 150 GTEX 1 100 100 0.0 0.001 75 6742 -48 2297.503679284579 2298.0336394219344 150 GTEX 1 100 100 0.0 0.001 75 6742 -49 2296.3262382548423 2293.39458277017 150 GTEX 1 100 100 0.0 0.001 75 6742 -50 2295.653628125165 2291.3956633013013 150 GTEX 1 100 100 0.0 0.001 75 6742 -51 2294.533346715895 2290.275645905121 150 GTEX 1 100 100 0.0 0.001 75 6742 -52 2293.458196610801 2288.995327909636 150 GTEX 1 100 100 0.0 0.001 75 6742 -53 2293.387960393464 2288.4885277113535 150 GTEX 1 100 100 0.0 0.001 75 6742 -54 2292.6946753927705 2287.8742364803647 150 GTEX 1 100 100 0.0 0.001 75 6742 -55 2291.585852578158 2289.261058270705 150 GTEX 1 100 100 0.0 0.001 75 6742 -56 2290.8603158452966 2287.6094009921576 150 GTEX 1 100 100 0.0 0.001 75 6742 -57 2290.088707040328 2293.807150256951 150 GTEX 1 100 100 0.0 0.001 75 6742 -58 2289.3439249498256 2290.005555359583 150 GTEX 1 100 100 0.0 0.001 75 6742 -59 2288.9389236593643 2285.2258022293845 150 GTEX 1 100 100 0.0 0.001 75 6742 -60 2288.329745065301 2285.056219180727 150 GTEX 1 100 100 0.0 0.001 75 6742 -61 2287.8937988539137 2284.2896241162666 150 GTEX 1 100 100 0.0 0.001 75 6742 -62 2287.070242922372 2284.6784658685838 150 GTEX 1 100 100 0.0 0.001 75 6742 -63 2286.8535895093237 2281.8570459170032 150 GTEX 1 100 100 0.0 0.001 75 6742 -64 2285.7582055439702 2286.4118058237286 150 GTEX 1 100 100 0.0 0.001 75 6742 -65 2285.5307813438703 2283.7007132990734 150 GTEX 1 100 100 0.0 0.001 75 6742 -66 2284.8431577391366 2279.531864993019 150 GTEX 1 100 100 0.0 0.001 75 6742 -67 2284.3744765173183 2279.7661940425974 150 GTEX 1 100 100 0.0 0.001 75 6742 -68 2284.275455418844 2279.452638111187 150 GTEX 1 100 100 0.0 0.001 75 6742 -69 2283.371110744684 2281.0114927110562 150 GTEX 1 100 100 0.0 0.001 75 6742 -70 2283.0742895654807 2277.278951550618 150 GTEX 1 100 100 0.0 0.001 75 6742 -71 2282.1430012900487 2277.7890388285705 150 GTEX 1 100 100 0.0 0.001 75 6742 -72 2281.9437157218 2280.502167096156 150 GTEX 1 100 100 0.0 0.001 75 6742 -73 2281.5831378643825 2278.284315218037 150 GTEX 1 100 100 0.0 0.001 75 6742 -74 2281.4047064494594 2278.0062673590483 150 GTEX 1 100 100 0.0 0.001 75 6742 -75 2280.4120606087677 2275.127231612405 150 GTEX 1 100 100 0.0 0.001 75 6742 -76 2280.518369086985 2275.779962459898 150 GTEX 1 100 100 0.0 0.001 75 6742 -77 2280.0022676426997 2278.119009271774 150 GTEX 1 100 100 0.0 0.001 75 6742 -78 2279.5923773504755 2274.9539855260814 150 GTEX 1 100 100 0.0 0.001 75 6742 -79 2278.857153518885 2273.9910108907143 150 GTEX 1 100 100 0.0 0.001 75 6742 -80 2278.2663063862465 2277.8394269471837 150 GTEX 1 100 100 0.0 0.001 75 6742 -81 2278.661774613254 2274.2846015959185 150 GTEX 1 100 100 0.0 0.001 75 6742 -82 2277.638406794036 2274.2891358350166 150 GTEX 1 100 100 0.0 0.001 75 6742 -83 2277.639613880783 2275.376460666439 150 GTEX 1 100 100 0.0 0.001 75 6742 -84 2276.9386361681118 2272.946622319095 150 GTEX 1 100 100 0.0 0.001 75 6742 -85 2276.6167756561445 2273.3488890209123 150 GTEX 1 100 100 0.0 0.001 75 6742 -86 2276.455941578724 2273.021922992663 150 GTEX 1 100 100 0.0 0.001 75 6742 -87 2276.6157078793854 2272.600207658775 150 GTEX 1 100 100 0.0 0.001 75 6742 -88 2275.497448166988 2274.9569365642824 150 GTEX 1 100 100 0.0 0.001 75 6742 -89 2275.2228405610854 2271.773666323818 150 GTEX 1 100 100 0.0 0.001 75 6742 -90 2274.953971175366 2269.9393138812975 150 GTEX 1 100 100 0.0 0.001 75 6742 -91 2273.9801102885353 2274.0512170827888 150 GTEX 1 100 100 0.0 0.001 75 6742 -92 2274.4756482427447 2269.9426302021448 150 GTEX 1 100 100 0.0 0.001 75 6742 -93 2274.207547511875 2269.5775805571234 150 GTEX 1 100 100 0.0 0.001 75 6742 -94 2273.860313782209 2270.8861538847136 150 GTEX 1 100 100 0.0 0.001 75 6742 -95 2273.132402255037 2268.343940299727 150 GTEX 1 100 100 0.0 0.001 75 6742 -96 2273.2593705695194 2271.8774683266993 150 GTEX 1 100 100 0.0 0.001 75 6742 -97 2272.965152413689 2270.270899087304 150 GTEX 1 100 100 0.0 0.001 75 6742 -98 2273.0373151937733 2270.743362716849 150 GTEX 1 100 100 0.0 0.001 75 6742 -99 2272.277580025104 2268.2135919491147 150 GTEX 1 100 100 0.0 0.001 75 6742 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index 651f4a609..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3711.5803014542294 3856.1734080731644 150 GTEX 1 100 100 1.0 0.001 75 9314 -1 2674.5646824113946 2918.7503643543546 150 GTEX 1 100 100 1.0 0.001 75 9314 -2 2546.8073621382996 2552.761751240197 150 GTEX 1 100 100 1.0 0.001 75 9314 -3 2492.6326137730903 2477.027288052519 150 GTEX 1 100 100 1.0 0.001 75 9314 -4 2462.5004877654783 2492.724039868257 150 GTEX 1 100 100 1.0 0.001 75 9314 -5 2439.720828560724 2435.0800516686963 150 GTEX 1 100 100 1.0 0.001 75 9314 -6 2418.089997037406 2445.6903238622863 150 GTEX 1 100 100 1.0 0.001 75 9314 -7 2406.649842488422 2383.4702826090183 150 GTEX 1 100 100 1.0 0.001 75 9314 -8 2398.765339262372 2377.255023912785 150 GTEX 1 100 100 1.0 0.001 75 9314 -9 2387.6679918823693 2376.038211720978 150 GTEX 1 100 100 1.0 0.001 75 9314 -10 2381.040390328947 2396.944381423776 150 GTEX 1 100 100 1.0 0.001 75 9314 -11 2373.4393591255725 2353.9407991474573 150 GTEX 1 100 100 1.0 0.001 75 9314 -12 2367.5466903278743 2342.2268586249406 150 GTEX 1 100 100 1.0 0.001 75 9314 -13 2363.4124435693975 2341.7774644278757 150 GTEX 1 100 100 1.0 0.001 75 9314 -14 2359.9225266004196 2347.3068722336916 150 GTEX 1 100 100 1.0 0.001 75 9314 -15 2356.2563109075027 2330.413504132753 150 GTEX 1 100 100 1.0 0.001 75 9314 -16 2350.877446615546 2334.54020754738 150 GTEX 1 100 100 1.0 0.001 75 9314 -17 2348.506402921208 2331.873295192936 150 GTEX 1 100 100 1.0 0.001 75 9314 -18 2344.0982031745143 2322.0151088700095 150 GTEX 1 100 100 1.0 0.001 75 9314 -19 2341.2772186753164 2320.137576955353 150 GTEX 1 100 100 1.0 0.001 75 9314 -20 2338.174123662294 2320.156894234197 150 GTEX 1 100 100 1.0 0.001 75 9314 -21 2338.36183750132 2326.683553833472 150 GTEX 1 100 100 1.0 0.001 75 9314 -22 2334.6122727096426 2313.1860147338402 150 GTEX 1 100 100 1.0 0.001 75 9314 -23 2333.132147747397 2311.9962320654113 150 GTEX 1 100 100 1.0 0.001 75 9314 -24 2330.6230742624875 2312.174621349958 150 GTEX 1 100 100 1.0 0.001 75 9314 -25 2328.3489221605314 2309.0392087058876 150 GTEX 1 100 100 1.0 0.001 75 9314 -26 2324.9272904759214 2304.782513404527 150 GTEX 1 100 100 1.0 0.001 75 9314 -27 2324.1494281946498 2304.918943455917 150 GTEX 1 100 100 1.0 0.001 75 9314 -28 2321.4577699900806 2304.478070045152 150 GTEX 1 100 100 1.0 0.001 75 9314 -29 2320.572388765539 2303.3406996346243 150 GTEX 1 100 100 1.0 0.001 75 9314 -30 2318.5696419965407 2299.6982672513664 150 GTEX 1 100 100 1.0 0.001 75 9314 -31 2316.8665753561304 2299.615350875564 150 GTEX 1 100 100 1.0 0.001 75 9314 -32 2316.2925242577835 2297.6716355008316 150 GTEX 1 100 100 1.0 0.001 75 9314 -33 2314.4284326011984 2295.0525422186906 150 GTEX 1 100 100 1.0 0.001 75 9314 -34 2313.6436933785617 2301.48544067847 150 GTEX 1 100 100 1.0 0.001 75 9314 -35 2311.847999496194 2292.67148975909 150 GTEX 1 100 100 1.0 0.001 75 9314 -36 2310.268393869824 2290.551882203541 150 GTEX 1 100 100 1.0 0.001 75 9314 -37 2308.7699906996013 2296.689031680727 150 GTEX 1 100 100 1.0 0.001 75 9314 -38 2308.1644732607347 2304.556793328927 150 GTEX 1 100 100 1.0 0.001 75 9314 -39 2306.8198147801245 2294.1718986714295 150 GTEX 1 100 100 1.0 0.001 75 9314 -40 2305.460552656803 2292.0131181492097 150 GTEX 1 100 100 1.0 0.001 75 9314 -41 2305.0883763531792 2285.0721746524478 150 GTEX 1 100 100 1.0 0.001 75 9314 -42 2303.2464344947 2284.302845769962 150 GTEX 1 100 100 1.0 0.001 75 9314 -43 2303.314091697847 2283.876298679598 150 GTEX 1 100 100 1.0 0.001 75 9314 -44 2301.451237506973 2285.2659814638782 150 GTEX 1 100 100 1.0 0.001 75 9314 -45 2300.8697759012393 2281.9952749970294 150 GTEX 1 100 100 1.0 0.001 75 9314 -46 2299.785836501548 2282.254175918637 150 GTEX 1 100 100 1.0 0.001 75 9314 -47 2299.2751875398176 2281.477973502852 150 GTEX 1 100 100 1.0 0.001 75 9314 -48 2298.104949367705 2281.25776097983 150 GTEX 1 100 100 1.0 0.001 75 9314 -49 2297.528752477768 2278.6428143751486 150 GTEX 1 100 100 1.0 0.001 75 9314 -50 2296.330516995303 2277.8665100793874 150 GTEX 1 100 100 1.0 0.001 75 9314 -51 2295.507845380458 2277.282220528606 150 GTEX 1 100 100 1.0 0.001 75 9314 -52 2294.305468894416 2275.4595485440677 150 GTEX 1 100 100 1.0 0.001 75 9314 -53 2293.947026822614 2274.3857389384802 150 GTEX 1 100 100 1.0 0.001 75 9314 -54 2292.9754328564027 2273.9333656224007 150 GTEX 1 100 100 1.0 0.001 75 9314 -55 2292.598192317516 2278.5552581671072 150 GTEX 1 100 100 1.0 0.001 75 9314 -56 2291.8652121452315 2282.032839002718 150 GTEX 1 100 100 1.0 0.001 75 9314 -57 2291.6383596266965 2274.6963057717444 150 GTEX 1 100 100 1.0 0.001 75 9314 -58 2290.7002558125428 2272.489760482266 150 GTEX 1 100 100 1.0 0.001 75 9314 -59 2290.146960948228 2273.1204105275665 150 GTEX 1 100 100 1.0 0.001 75 9314 -60 2290.021354477849 2270.673437546415 150 GTEX 1 100 100 1.0 0.001 75 9314 -61 2288.8116943900936 2270.76141612702 150 GTEX 1 100 100 1.0 0.001 75 9314 -62 2288.140359764305 2270.735398441213 150 GTEX 1 100 100 1.0 0.001 75 9314 -63 2287.610887475284 2269.26990094203 150 GTEX 1 100 100 1.0 0.001 75 9314 -64 2287.060706815864 2271.920851558787 150 GTEX 1 100 100 1.0 0.001 75 9314 -65 2287.001633733256 2267.444871561609 150 GTEX 1 100 100 1.0 0.001 75 9314 -66 2286.3824292299073 2267.3544610897397 150 GTEX 1 100 100 1.0 0.001 75 9314 -67 2285.4207692882183 2267.1151979395645 150 GTEX 1 100 100 1.0 0.001 75 9314 -68 2284.9992013272254 2268.2078871346243 150 GTEX 1 100 100 1.0 0.001 75 9314 -69 2284.8182010072405 2271.120250165236 150 GTEX 1 100 100 1.0 0.001 75 9314 -70 2284.8637290431566 2269.168373020883 150 GTEX 1 100 100 1.0 0.001 75 9314 -71 2284.567022442679 2270.4594137097492 150 GTEX 1 100 100 1.0 0.001 75 9314 -72 2283.1058471460483 2264.64762942238 150 GTEX 1 100 100 1.0 0.001 75 9314 -73 2282.6519142667457 2264.6906698828866 150 GTEX 1 100 100 1.0 0.001 75 9314 -74 2282.2063672194777 2267.3996117885576 150 GTEX 1 100 100 1.0 0.001 75 9314 -75 2282.2735555086088 2267.2468136399416 150 GTEX 1 100 100 1.0 0.001 75 9314 -76 2281.274043016201 2263.036914201744 150 GTEX 1 100 100 1.0 0.001 75 9314 -77 2280.630780745575 2262.763416594879 150 GTEX 1 100 100 1.0 0.001 75 9314 -78 2280.5711109922545 2263.7733883005585 150 GTEX 1 100 100 1.0 0.001 75 9314 -79 2279.9445352833363 2261.93397899091 150 GTEX 1 100 100 1.0 0.001 75 9314 -80 2279.406426832393 2261.686469364529 150 GTEX 1 100 100 1.0 0.001 75 9314 -81 2279.0294430705426 2265.1231431852275 150 GTEX 1 100 100 1.0 0.001 75 9314 -82 2278.900024478534 2262.4595074671756 150 GTEX 1 100 100 1.0 0.001 75 9314 -83 2278.643517216672 2260.4511150171547 150 GTEX 1 100 100 1.0 0.001 75 9314 -84 2278.519999751398 2260.8660958293726 150 GTEX 1 100 100 1.0 0.001 75 9314 -85 2277.9015749017353 2259.7002222329493 150 GTEX 1 100 100 1.0 0.001 75 9314 -86 2277.6047827475954 2259.3462747203985 150 GTEX 1 100 100 1.0 0.001 75 9314 -87 2277.0273264716416 2260.962309978761 150 GTEX 1 100 100 1.0 0.001 75 9314 -88 2277.0327176289184 2259.618907623871 150 GTEX 1 100 100 1.0 0.001 75 9314 -89 2277.117795182443 2259.47124292642 150 GTEX 1 100 100 1.0 0.001 75 9314 -90 2276.0449931288867 2258.3826929824886 150 GTEX 1 100 100 1.0 0.001 75 9314 -91 2276.0913644002685 2259.2417303165103 150 GTEX 1 100 100 1.0 0.001 75 9314 -92 2275.1038887343866 2257.9590052615554 150 GTEX 1 100 100 1.0 0.001 75 9314 -93 2275.208637441037 2258.7917784484166 150 GTEX 1 100 100 1.0 0.001 75 9314 -94 2275.1667033036633 2259.7555924912367 150 GTEX 1 100 100 1.0 0.001 75 9314 -95 2275.1998365673608 2260.0299552656397 150 GTEX 1 100 100 1.0 0.001 75 9314 -96 2274.645604674461 2256.6310823969966 150 GTEX 1 100 100 1.0 0.001 75 9314 -97 2273.640506810871 2257.7687094800826 150 GTEX 1 100 100 1.0 0.001 75 9314 -98 2273.862828698848 2259.3550999862614 150 GTEX 1 100 100 1.0 0.001 75 9314 -99 2273.5801272780614 2256.4418392979146 150 GTEX 1 100 100 1.0 0.001 75 9314 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 52762bf4d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3713.4364013285044 3255.522433552905 150 GTEX 1 50 100 0.5 0.001 75 7082 -1 2669.9579822560027 2934.8687693084603 150 GTEX 1 50 100 0.5 0.001 75 7082 -2 2543.6914665179456 2628.1700536923718 150 GTEX 1 50 100 0.5 0.001 75 7082 -3 2494.377157112783 2675.3641153197777 150 GTEX 1 50 100 0.5 0.001 75 7082 -4 2460.939278768312 2452.482064946976 150 GTEX 1 50 100 0.5 0.001 75 7082 -5 2436.0500007066075 2420.4396438888725 150 GTEX 1 50 100 0.5 0.001 75 7082 -6 2419.8645233576585 2408.1518833174905 150 GTEX 1 50 100 0.5 0.001 75 7082 -7 2405.9896106778397 2390.449642979147 150 GTEX 1 50 100 0.5 0.001 75 7082 -8 2394.0793256911757 2382.0631349512832 150 GTEX 1 50 100 0.5 0.001 75 7082 -9 2386.20239340336 2376.1185344507485 150 GTEX 1 50 100 0.5 0.001 75 7082 -10 2378.666916111146 2374.304556146774 150 GTEX 1 50 100 0.5 0.001 75 7082 -11 2371.480407888917 2362.2110999509864 150 GTEX 1 50 100 0.5 0.001 75 7082 -12 2366.758016255686 2351.1518758911598 150 GTEX 1 50 100 0.5 0.001 75 7082 -13 2362.3096819255375 2349.5886165488355 150 GTEX 1 50 100 0.5 0.001 75 7082 -14 2359.1466715228307 2351.2413576075332 150 GTEX 1 50 100 0.5 0.001 75 7082 -15 2355.7329098209984 2342.8124582268892 150 GTEX 1 50 100 0.5 0.001 75 7082 -16 2350.141994090698 2337.5473512134627 150 GTEX 1 50 100 0.5 0.001 75 7082 -17 2346.9037497957543 2338.3242526326344 150 GTEX 1 50 100 0.5 0.001 75 7082 -18 2343.5657869626893 2348.5072550610444 150 GTEX 1 50 100 0.5 0.001 75 7082 -19 2340.5118856279955 2331.849277974988 150 GTEX 1 50 100 0.5 0.001 75 7082 -20 2337.477862889882 2325.2040370462514 150 GTEX 1 50 100 0.5 0.001 75 7082 -21 2335.407523234492 2335.690215716344 150 GTEX 1 50 100 0.5 0.001 75 7082 -22 2333.306028687439 2339.212490531428 150 GTEX 1 50 100 0.5 0.001 75 7082 -23 2331.6866015253645 2320.159794680519 150 GTEX 1 50 100 0.5 0.001 75 7082 -24 2329.181085680233 2331.4742343452945 150 GTEX 1 50 100 0.5 0.001 75 7082 -25 2326.721461206527 2317.7873627985387 150 GTEX 1 50 100 0.5 0.001 75 7082 -26 2324.7107069241756 2319.8692209222017 150 GTEX 1 50 100 0.5 0.001 75 7082 -27 2323.5283439348527 2315.1534071077413 150 GTEX 1 50 100 0.5 0.001 75 7082 -28 2322.154566649488 2311.7504149462334 150 GTEX 1 50 100 0.5 0.001 75 7082 -29 2319.834996989955 2309.094111569481 150 GTEX 1 50 100 0.5 0.001 75 7082 -30 2318.2890713712763 2311.682224520259 150 GTEX 1 50 100 0.5 0.001 75 7082 -31 2316.095088505425 2309.5102887171756 150 GTEX 1 50 100 0.5 0.001 75 7082 -32 2315.19097815933 2304.317587036597 150 GTEX 1 50 100 0.5 0.001 75 7082 -33 2313.5877843502017 2305.0973782267406 150 GTEX 1 50 100 0.5 0.001 75 7082 -34 2311.982918021771 2302.002503137625 150 GTEX 1 50 100 0.5 0.001 75 7082 -35 2310.7914939002753 2310.8921460053766 150 GTEX 1 50 100 0.5 0.001 75 7082 -36 2309.6852788283477 2307.541332636496 150 GTEX 1 50 100 0.5 0.001 75 7082 -37 2307.479007000881 2297.700837690114 150 GTEX 1 50 100 0.5 0.001 75 7082 -38 2305.977752231023 2297.979179353315 150 GTEX 1 50 100 0.5 0.001 75 7082 -39 2305.837309607964 2296.8112342747445 150 GTEX 1 50 100 0.5 0.001 75 7082 -40 2305.1012336180534 2295.807294606256 150 GTEX 1 50 100 0.5 0.001 75 7082 -41 2303.934653841758 2295.1350793874763 150 GTEX 1 50 100 0.5 0.001 75 7082 -42 2302.4457959845713 2296.3867391724098 150 GTEX 1 50 100 0.5 0.001 75 7082 -43 2301.855326371169 2292.5709938658506 150 GTEX 1 50 100 0.5 0.001 75 7082 -44 2301.0515717220014 2290.9049062982713 150 GTEX 1 50 100 0.5 0.001 75 7082 -45 2299.1059887770098 2292.6799506705975 150 GTEX 1 50 100 0.5 0.001 75 7082 -46 2298.0185466414587 2294.574240100701 150 GTEX 1 50 100 0.5 0.001 75 7082 -47 2298.009740171657 2294.866780444243 150 GTEX 1 50 100 0.5 0.001 75 7082 -48 2297.2221370740135 2289.4067693790103 150 GTEX 1 50 100 0.5 0.001 75 7082 -49 2296.2886467620665 2288.643701821679 150 GTEX 1 50 100 0.5 0.001 75 7082 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index b274a8c6b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3712.002214311886 4214.2180881282675 150 GTEX 1 50 100 0.0 0.001 75 8438 -1 2682.5465218509858 2891.6607870239723 150 GTEX 1 50 100 0.0 0.001 75 8438 -2 2553.165256099312 2722.1220271469524 150 GTEX 1 50 100 0.0 0.001 75 8438 -3 2501.676216613054 2515.40744494304 150 GTEX 1 50 100 0.0 0.001 75 8438 -4 2463.0858332882895 2457.6335402804184 150 GTEX 1 50 100 0.0 0.001 75 8438 -5 2439.2822293476684 2506.448171173212 150 GTEX 1 50 100 0.0 0.001 75 8438 -6 2422.022581602334 2422.919453552014 150 GTEX 1 50 100 0.0 0.001 75 8438 -7 2406.66015147911 2435.210225036389 150 GTEX 1 50 100 0.0 0.001 75 8438 -8 2395.4156048126883 2391.760230002748 150 GTEX 1 50 100 0.0 0.001 75 8438 -9 2386.361993883358 2399.2957178848324 150 GTEX 1 50 100 0.0 0.001 75 8438 -10 2378.3998979339003 2372.8169256290103 150 GTEX 1 50 100 0.0 0.001 75 8438 -11 2372.7308421172725 2400.927003345562 150 GTEX 1 50 100 0.0 0.001 75 8438 -12 2367.436433228996 2362.2259837103434 150 GTEX 1 50 100 0.0 0.001 75 8438 -13 2362.865626903198 2362.6172582822155 150 GTEX 1 50 100 0.0 0.001 75 8438 -14 2356.025352509457 2365.245039907245 150 GTEX 1 50 100 0.0 0.001 75 8438 -15 2353.5800413246757 2361.2149625712927 150 GTEX 1 50 100 0.0 0.001 75 8438 -16 2349.6022304761773 2357.243731248515 150 GTEX 1 50 100 0.0 0.001 75 8438 -17 2347.001932468336 2345.710300692134 150 GTEX 1 50 100 0.0 0.001 75 8438 -18 2343.2630577196196 2344.617849603805 150 GTEX 1 50 100 0.0 0.001 75 8438 -19 2341.613559044741 2344.735870013219 150 GTEX 1 50 100 0.0 0.001 75 8438 -20 2338.2550568855136 2341.8571438517406 150 GTEX 1 50 100 0.0 0.001 75 8438 -21 2335.245827482761 2340.8154577683135 150 GTEX 1 50 100 0.0 0.001 75 8438 -22 2332.2139503557178 2332.700225481969 150 GTEX 1 50 100 0.0 0.001 75 8438 -23 2330.9622591912616 2333.0190861342976 150 GTEX 1 50 100 0.0 0.001 75 8438 -24 2329.6853367495314 2331.730531409666 150 GTEX 1 50 100 0.0 0.001 75 8438 -25 2326.1358893372208 2329.84241766984 150 GTEX 1 50 100 0.0 0.001 75 8438 -26 2324.1031783359713 2327.3173521788854 150 GTEX 1 50 100 0.0 0.001 75 8438 -27 2323.070967633457 2324.393379008362 150 GTEX 1 50 100 0.0 0.001 75 8438 -28 2320.067270528959 2321.6056010315174 150 GTEX 1 50 100 0.0 0.001 75 8438 -29 2318.3258078689873 2323.8316436883615 150 GTEX 1 50 100 0.0 0.001 75 8438 -30 2317.3251070381407 2319.675340079536 150 GTEX 1 50 100 0.0 0.001 75 8438 -31 2316.775924191022 2318.2541745262 150 GTEX 1 50 100 0.0 0.001 75 8438 -32 2314.7816169974894 2317.283770311015 150 GTEX 1 50 100 0.0 0.001 75 8438 -33 2313.061518099261 2314.9764130450926 150 GTEX 1 50 100 0.0 0.001 75 8438 -34 2310.920128776894 2315.8229015045745 150 GTEX 1 50 100 0.0 0.001 75 8438 -35 2309.941873152505 2312.0696775487168 150 GTEX 1 50 100 0.0 0.001 75 8438 -36 2307.9186903148766 2311.324043999153 150 GTEX 1 50 100 0.0 0.001 75 8438 -37 2306.9499771667784 2310.8706788037666 150 GTEX 1 50 100 0.0 0.001 75 8438 -38 2305.446505067768 2309.270509669083 150 GTEX 1 50 100 0.0 0.001 75 8438 -39 2304.7661025531947 2312.7377753312144 150 GTEX 1 50 100 0.0 0.001 75 8438 -40 2304.1125897546244 2306.161469550187 150 GTEX 1 50 100 0.0 0.001 75 8438 -41 2302.6763122887396 2302.495504284993 150 GTEX 1 50 100 0.0 0.001 75 8438 -42 2301.8107660522655 2303.970945641115 150 GTEX 1 50 100 0.0 0.001 75 8438 -43 2300.390572778096 2302.1928075057926 150 GTEX 1 50 100 0.0 0.001 75 8438 -44 2299.6452752767427 2303.218610292152 150 GTEX 1 50 100 0.0 0.001 75 8438 -45 2298.751665272707 2302.30387617336 150 GTEX 1 50 100 0.0 0.001 75 8438 -46 2298.284613709547 2300.2437813762476 150 GTEX 1 50 100 0.0 0.001 75 8438 -47 2296.642092448398 2304.5759428191095 150 GTEX 1 50 100 0.0 0.001 75 8438 -48 2295.513861189073 2299.7901636856136 150 GTEX 1 50 100 0.0 0.001 75 8438 -49 2294.959249172289 2300.784485327427 150 GTEX 1 50 100 0.0 0.001 75 8438 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index cf2ad4316..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3711.167325247199 4223.410007259238 150 GTEX 1 50 100 1.0 0.001 75 2345 -1 2677.886769656686 2823.4849194428766 150 GTEX 1 50 100 1.0 0.001 75 2345 -2 2553.332741957878 2638.560352397962 150 GTEX 1 50 100 1.0 0.001 75 2345 -3 2498.067682553335 2527.888828756238 150 GTEX 1 50 100 1.0 0.001 75 2345 -4 2460.489374660622 2499.614930359583 150 GTEX 1 50 100 1.0 0.001 75 2345 -5 2436.551172514557 2445.2563970877645 150 GTEX 1 50 100 1.0 0.001 75 2345 -6 2419.658445408846 2443.639496661864 150 GTEX 1 50 100 1.0 0.001 75 2345 -7 2406.3585959265574 2433.2611195379336 150 GTEX 1 50 100 1.0 0.001 75 2345 -8 2393.2406223644057 2417.1704122449055 150 GTEX 1 50 100 1.0 0.001 75 2345 -9 2384.6373851272842 2406.941177890328 150 GTEX 1 50 100 1.0 0.001 75 2345 -10 2378.6473354501986 2394.68871374094 150 GTEX 1 50 100 1.0 0.001 75 2345 -11 2370.2697747201214 2379.4175855977455 150 GTEX 1 50 100 1.0 0.001 75 2345 -12 2366.2644646163976 2377.433088527433 150 GTEX 1 50 100 1.0 0.001 75 2345 -13 2359.507906963622 2370.724075375401 150 GTEX 1 50 100 1.0 0.001 75 2345 -14 2355.8811665171615 2366.87834927519 150 GTEX 1 50 100 1.0 0.001 75 2345 -15 2351.5615861811507 2387.2299038847136 150 GTEX 1 50 100 1.0 0.001 75 2345 -16 2347.435680588863 2360.6702871576463 150 GTEX 1 50 100 1.0 0.001 75 2345 -17 2344.918123275259 2358.6310218259864 150 GTEX 1 50 100 1.0 0.001 75 2345 -18 2340.9406298327826 2353.5937035854326 150 GTEX 1 50 100 1.0 0.001 75 2345 -19 2339.481109055015 2351.2198203199264 150 GTEX 1 50 100 1.0 0.001 75 2345 -20 2335.191037627829 2361.588248945461 150 GTEX 1 50 100 1.0 0.001 75 2345 -21 2333.2923317717136 2346.4332089732357 150 GTEX 1 50 100 1.0 0.001 75 2345 -22 2330.2880589110528 2344.7413861524924 150 GTEX 1 50 100 1.0 0.001 75 2345 -23 2328.541192018987 2340.5234337868346 150 GTEX 1 50 100 1.0 0.001 75 2345 -24 2326.1529086491646 2342.5925272082195 150 GTEX 1 50 100 1.0 0.001 75 2345 -25 2324.8683781594123 2339.9591895273884 150 GTEX 1 50 100 1.0 0.001 75 2345 -26 2322.611656878004 2335.0281237468066 150 GTEX 1 50 100 1.0 0.001 75 2345 -27 2320.80805500047 2332.798008211665 150 GTEX 1 50 100 1.0 0.001 75 2345 -28 2318.55671842919 2335.185247036894 150 GTEX 1 50 100 1.0 0.001 75 2345 -29 2317.7378071266885 2330.2395286415012 150 GTEX 1 50 100 1.0 0.001 75 2345 -30 2315.101514223751 2334.2810868527954 150 GTEX 1 50 100 1.0 0.001 75 2345 -31 2314.736422717565 2332.148450496079 150 GTEX 1 50 100 1.0 0.001 75 2345 -32 2313.3787707825127 2331.86466185131 150 GTEX 1 50 100 1.0 0.001 75 2345 -33 2312.203277720057 2326.6112385448846 150 GTEX 1 50 100 1.0 0.001 75 2345 -34 2309.7782637323235 2322.4252293807926 150 GTEX 1 50 100 1.0 0.001 75 2345 -35 2309.2181230276883 2322.0490031079194 150 GTEX 1 50 100 1.0 0.001 75 2345 -36 2307.093911178716 2336.973468504931 150 GTEX 1 50 100 1.0 0.001 75 2345 -37 2305.5680741531437 2321.4444911942282 150 GTEX 1 50 100 1.0 0.001 75 2345 -38 2304.8226718211536 2318.5761753560923 150 GTEX 1 50 100 1.0 0.001 75 2345 -39 2302.884538066441 2316.9072469849098 150 GTEX 1 50 100 1.0 0.001 75 2345 -40 2301.439027123206 2316.2705830040995 150 GTEX 1 50 100 1.0 0.001 75 2345 -41 2300.8339482193905 2315.1337382385486 150 GTEX 1 50 100 1.0 0.001 75 2345 -42 2300.2581833142017 2316.8668939278605 150 GTEX 1 50 100 1.0 0.001 75 2345 -43 2299.171287406872 2315.0900994942667 150 GTEX 1 50 100 1.0 0.001 75 2345 -44 2298.2563405385977 2312.8235773006772 150 GTEX 1 50 100 1.0 0.001 75 2345 -45 2296.992484610398 2313.2689065099216 150 GTEX 1 50 100 1.0 0.001 75 2345 -46 2296.8143428529697 2311.4936356345056 150 GTEX 1 50 100 1.0 0.001 75 2345 -47 2295.2887388015606 2309.292919086413 150 GTEX 1 50 100 1.0 0.001 75 2345 -48 2294.6552526261044 2314.732406094047 150 GTEX 1 50 100 1.0 0.001 75 2345 -49 2293.7432394941393 2308.379650043444 150 GTEX 1 50 100 1.0 0.001 75 2345 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index f399011fd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3037.730506581868 2729.853328574293 50 GTEX 1 100 100 0.5 0.001 75 2949 -1 2496.2005424011945 2422.6469717279588 50 GTEX 1 100 100 0.5 0.001 75 2949 -2 2432.500443305941 2394.076504203303 50 GTEX 1 100 100 0.5 0.001 75 2949 -3 2400.2737016525743 2384.1116702003624 50 GTEX 1 100 100 0.5 0.001 75 2949 -4 2379.7516067325973 2348.859871635872 50 GTEX 1 100 100 0.5 0.001 75 2949 -5 2364.4171665699764 2322.72932370262 50 GTEX 1 100 100 0.5 0.001 75 2949 -6 2353.1997628377685 2315.0678446374463 50 GTEX 1 100 100 0.5 0.001 75 2949 -7 2345.2834885273764 2313.0854882069866 50 GTEX 1 100 100 0.5 0.001 75 2949 -8 2338.430337295218 2307.062240542568 50 GTEX 1 100 100 0.5 0.001 75 2949 -9 2333.3284730428727 2302.937099906428 50 GTEX 1 100 100 0.5 0.001 75 2949 -10 2329.011231422928 2295.3708932390687 50 GTEX 1 100 100 0.5 0.001 75 2949 -11 2323.6451890912595 2293.1353253846837 50 GTEX 1 100 100 0.5 0.001 75 2949 -12 2320.2592764411493 2292.086387257159 50 GTEX 1 100 100 0.5 0.001 75 2949 -13 2316.179002658082 2294.534541256981 50 GTEX 1 100 100 0.5 0.001 75 2949 -14 2313.1202587410958 2281.4236749569272 50 GTEX 1 100 100 0.5 0.001 75 2949 -15 2309.771772665699 2277.7949594707998 50 GTEX 1 100 100 0.5 0.001 75 2949 -16 2307.374934548547 2274.4659581637657 50 GTEX 1 100 100 0.5 0.001 75 2949 -17 2304.9212123878506 2280.454978797826 50 GTEX 1 100 100 0.5 0.001 75 2949 -18 2303.362666372539 2277.3650009097255 50 GTEX 1 100 100 0.5 0.001 75 2949 -19 2300.271945114031 2269.155681885694 50 GTEX 1 100 100 0.5 0.001 75 2949 -20 2299.2761568557225 2270.650353493346 50 GTEX 1 100 100 0.5 0.001 75 2949 -21 2297.3389299827277 2268.2243072161655 50 GTEX 1 100 100 0.5 0.001 75 2949 -22 2295.530703152852 2264.674396239306 50 GTEX 1 100 100 0.5 0.001 75 2949 -23 2293.7489443438803 2272.391160624109 50 GTEX 1 100 100 0.5 0.001 75 2949 -24 2293.1493506483457 2263.3272050632722 50 GTEX 1 100 100 0.5 0.001 75 2949 -25 2291.6976600873427 2259.9375714784337 50 GTEX 1 100 100 0.5 0.001 75 2949 -26 2290.065899916734 2259.0984944970887 50 GTEX 1 100 100 0.5 0.001 75 2949 -27 2288.772594187168 2262.329212029171 50 GTEX 1 100 100 0.5 0.001 75 2949 -28 2287.932372273217 2258.0692881304954 50 GTEX 1 100 100 0.5 0.001 75 2949 -29 2286.4262932825454 2256.7018690218038 50 GTEX 1 100 100 0.5 0.001 75 2949 -30 2285.730791391107 2257.152625022279 50 GTEX 1 100 100 0.5 0.001 75 2949 -31 2284.753159773341 2254.5829442245426 50 GTEX 1 100 100 0.5 0.001 75 2949 -32 2284.009462144819 2256.737176119148 50 GTEX 1 100 100 0.5 0.001 75 2949 -33 2282.846151511294 2252.8647943649003 50 GTEX 1 100 100 0.5 0.001 75 2949 -34 2281.7827947883934 2253.6353300261408 50 GTEX 1 100 100 0.5 0.001 75 2949 -35 2281.8493357322227 2256.3049919795626 50 GTEX 1 100 100 0.5 0.001 75 2949 -36 2280.9515887476314 2251.0935866207224 50 GTEX 1 100 100 0.5 0.001 75 2949 -37 2280.5619790961778 2249.7805779170626 50 GTEX 1 100 100 0.5 0.001 75 2949 -38 2279.527052080995 2249.7996654437975 50 GTEX 1 100 100 0.5 0.001 75 2949 -39 2278.5907829448265 2249.7688763404526 50 GTEX 1 100 100 0.5 0.001 75 2949 -40 2277.9836082019283 2251.7811980156844 50 GTEX 1 100 100 0.5 0.001 75 2949 -41 2277.96460868696 2247.312251682064 50 GTEX 1 100 100 0.5 0.001 75 2949 -42 2277.5706845778427 2247.7656133963583 50 GTEX 1 100 100 0.5 0.001 75 2949 -43 2277.0139191618337 2250.5722711947483 50 GTEX 1 100 100 0.5 0.001 75 2949 -44 2276.6274473118383 2246.616033633852 50 GTEX 1 100 100 0.5 0.001 75 2949 -45 2275.5954048799035 2244.244744478523 50 GTEX 1 100 100 0.5 0.001 75 2949 -46 2275.6755889960273 2247.692100147784 50 GTEX 1 100 100 0.5 0.001 75 2949 -47 2275.2626105453896 2244.7673070639257 50 GTEX 1 100 100 0.5 0.001 75 2949 -48 2274.5648562780993 2249.2644349304896 50 GTEX 1 100 100 0.5 0.001 75 2949 -49 2274.2847914703293 2243.5144019761465 50 GTEX 1 100 100 0.5 0.001 75 2949 -50 2274.178514376832 2243.5692342895973 50 GTEX 1 100 100 0.5 0.001 75 2949 -51 2274.3007191252755 2245.9064463336204 50 GTEX 1 100 100 0.5 0.001 75 2949 -52 2272.9004606410344 2245.535620395675 50 GTEX 1 100 100 0.5 0.001 75 2949 -53 2273.116310275166 2243.8386495031787 50 GTEX 1 100 100 0.5 0.001 75 2949 -54 2272.903095693841 2244.1995004864248 50 GTEX 1 100 100 0.5 0.001 75 2949 -55 2272.9301134244283 2246.1443460558758 50 GTEX 1 100 100 0.5 0.001 75 2949 -56 2272.6818366441075 2241.6829671533387 50 GTEX 1 100 100 0.5 0.001 75 2949 -57 2271.820517777213 2242.943748329076 50 GTEX 1 100 100 0.5 0.001 75 2949 -58 2272.360392514788 2242.561063469136 50 GTEX 1 100 100 0.5 0.001 75 2949 -59 2272.181462761063 2242.212494708739 50 GTEX 1 100 100 0.5 0.001 75 2949 -60 2270.7431790972505 2241.766817390239 50 GTEX 1 100 100 0.5 0.001 75 2949 -61 2271.627017312812 2242.123970524893 50 GTEX 1 100 100 0.5 0.001 75 2949 -62 2270.618433450159 2241.362954027299 50 GTEX 1 100 100 0.5 0.001 75 2949 -63 2270.6368419421165 2241.059932810272 50 GTEX 1 100 100 0.5 0.001 75 2949 -64 2270.7090960396145 2242.034872656993 50 GTEX 1 100 100 0.5 0.001 75 2949 -65 2270.478411619598 2241.1181635983544 50 GTEX 1 100 100 0.5 0.001 75 2949 -66 2270.5648606621603 2246.2392930875712 50 GTEX 1 100 100 0.5 0.001 75 2949 -67 2269.6133533549105 2246.4261516382485 50 GTEX 1 100 100 0.5 0.001 75 2949 -68 2270.3361850962965 2240.3413587214827 50 GTEX 1 100 100 0.5 0.001 75 2949 -69 2269.6236351128427 2241.304629945936 50 GTEX 1 100 100 0.5 0.001 75 2949 -70 2270.0765372993856 2242.3217221104146 50 GTEX 1 100 100 0.5 0.001 75 2949 -71 2269.8668101870726 2241.112062403458 50 GTEX 1 100 100 0.5 0.001 75 2949 -72 2269.274958846561 2248.855711498188 50 GTEX 1 100 100 0.5 0.001 75 2949 -73 2268.9450555424437 2239.4242815953244 50 GTEX 1 100 100 0.5 0.001 75 2949 -74 2269.822351887849 2238.6344968846543 50 GTEX 1 100 100 0.5 0.001 75 2949 -75 2269.331434850067 2238.608151512001 50 GTEX 1 100 100 0.5 0.001 75 2949 -76 2269.1027094993215 2241.565359601503 50 GTEX 1 100 100 0.5 0.001 75 2949 -77 2268.8169561402024 2240.5825543421756 50 GTEX 1 100 100 0.5 0.001 75 2949 -78 2268.3566873126715 2240.175723695936 50 GTEX 1 100 100 0.5 0.001 75 2949 -79 2268.4445057296066 2241.273851517942 50 GTEX 1 100 100 0.5 0.001 75 2949 -80 2268.9888458397013 2238.98363236692 50 GTEX 1 100 100 0.5 0.001 75 2949 -81 2268.399956963993 2238.8645349074677 50 GTEX 1 100 100 0.5 0.001 75 2949 -82 2267.910800964865 2239.65810008466 50 GTEX 1 100 100 0.5 0.001 75 2949 -83 2267.955697592831 2248.1466036604384 50 GTEX 1 100 100 0.5 0.001 75 2949 -84 2268.2920355897045 2239.8807484441836 50 GTEX 1 100 100 0.5 0.001 75 2949 -85 2268.3654136573095 2239.9723294914447 50 GTEX 1 100 100 0.5 0.001 75 2949 -86 2267.6887755812545 2240.462173984078 50 GTEX 1 100 100 0.5 0.001 75 2949 -87 2267.860727689152 2241.2044060420626 50 GTEX 1 100 100 0.5 0.001 75 2949 -88 2267.8837438550936 2240.016047372564 50 GTEX 1 100 100 0.5 0.001 75 2949 -89 2267.808941586564 2238.337563402299 50 GTEX 1 100 100 0.5 0.001 75 2949 -90 2267.4212686327755 2237.7944772234437 50 GTEX 1 100 100 0.5 0.001 75 2949 -91 2267.54763357151 2248.3312579833055 50 GTEX 1 100 100 0.5 0.001 75 2949 -92 2267.955963034835 2239.541565637625 50 GTEX 1 100 100 0.5 0.001 75 2949 -93 2267.7100997059274 2239.3505399870783 50 GTEX 1 100 100 0.5 0.001 75 2949 -94 2267.4719685197592 2238.0966991816185 50 GTEX 1 100 100 0.5 0.001 75 2949 -95 2267.011201456581 2237.8139230706392 50 GTEX 1 100 100 0.5 0.001 75 2949 -96 2267.3257970893546 2238.0542400635695 50 GTEX 1 100 100 0.5 0.001 75 2949 -97 2266.9183247099713 2237.0744563925855 50 GTEX 1 100 100 0.5 0.001 75 2949 -98 2266.810112801376 2237.599118308876 50 GTEX 1 100 100 0.5 0.001 75 2949 -99 2266.849263910987 2241.6167674481644 50 GTEX 1 100 100 0.5 0.001 75 2949 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index 63a6f6dc2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3033.4830503688386 2685.176365145259 50 GTEX 1 100 100 0.0 0.001 75 2258 -1 2495.091315401939 2454.2945844410942 50 GTEX 1 100 100 0.0 0.001 75 2258 -2 2430.4978765671212 2404.970805701194 50 GTEX 1 100 100 0.0 0.001 75 2258 -3 2399.6537973241343 2365.3616372460197 50 GTEX 1 100 100 0.0 0.001 75 2258 -4 2377.4855376787873 2350.300083174905 50 GTEX 1 100 100 0.0 0.001 75 2258 -5 2364.3891838301797 2341.3760995611037 50 GTEX 1 100 100 0.0 0.001 75 2258 -6 2352.551394476991 2337.8321157245127 50 GTEX 1 100 100 0.0 0.001 75 2258 -7 2345.6242220612558 2317.1722430675204 50 GTEX 1 100 100 0.0 0.001 75 2258 -8 2338.309101862679 2313.201109215334 50 GTEX 1 100 100 0.0 0.001 75 2258 -9 2333.338360699502 2316.191162109375 50 GTEX 1 100 100 0.0 0.001 75 2258 -10 2327.7118904143585 2300.298526894457 50 GTEX 1 100 100 0.0 0.001 75 2258 -11 2323.536676307131 2302.3663432190174 50 GTEX 1 100 100 0.0 0.001 75 2258 -12 2319.4295831077693 2295.6900648689993 50 GTEX 1 100 100 0.0 0.001 75 2258 -13 2316.2861947309157 2297.0602618895555 50 GTEX 1 100 100 0.0 0.001 75 2258 -14 2312.3504780122316 2287.5349826595175 50 GTEX 1 100 100 0.0 0.001 75 2258 -15 2310.3631175440014 2286.324712136852 50 GTEX 1 100 100 0.0 0.001 75 2258 -16 2307.3830923578284 2295.315545259773 50 GTEX 1 100 100 0.0 0.001 75 2258 -17 2304.334576971115 2280.896737334393 50 GTEX 1 100 100 0.0 0.001 75 2258 -18 2301.923528951514 2284.8781617603377 50 GTEX 1 100 100 0.0 0.001 75 2258 -19 2300.847725776051 2276.191399287815 50 GTEX 1 100 100 0.0 0.001 75 2258 -20 2298.4657221353204 2276.087162380436 50 GTEX 1 100 100 0.0 0.001 75 2258 -21 2296.417722365767 2274.6560309232414 50 GTEX 1 100 100 0.0 0.001 75 2258 -22 2295.1023867292715 2273.5225519100522 50 GTEX 1 100 100 0.0 0.001 75 2258 -23 2293.5248195107843 2270.283948542954 50 GTEX 1 100 100 0.0 0.001 75 2258 -24 2292.365735008987 2273.656069911478 50 GTEX 1 100 100 0.0 0.001 75 2258 -25 2290.8575016907002 2268.370771168756 50 GTEX 1 100 100 0.0 0.001 75 2258 -26 2289.6980467615303 2268.5899426130286 50 GTEX 1 100 100 0.0 0.001 75 2258 -27 2288.246107985304 2272.170055548954 50 GTEX 1 100 100 0.0 0.001 75 2258 -28 2287.046349480019 2265.360468063064 50 GTEX 1 100 100 0.0 0.001 75 2258 -29 2286.036828614571 2263.088979974899 50 GTEX 1 100 100 0.0 0.001 75 2258 -30 2285.018394153499 2262.2546577018475 50 GTEX 1 100 100 0.0 0.001 75 2258 -31 2284.793175290854 2265.5366577612585 50 GTEX 1 100 100 0.0 0.001 75 2258 -32 2283.1849852509868 2265.1829374480158 50 GTEX 1 100 100 0.0 0.001 75 2258 -33 2282.5799358751124 2265.1213160757784 50 GTEX 1 100 100 0.0 0.001 75 2258 -34 2281.6886266779093 2266.543496947778 50 GTEX 1 100 100 0.0 0.001 75 2258 -35 2280.6873262880267 2260.366365033864 50 GTEX 1 100 100 0.0 0.001 75 2258 -36 2279.866760905068 2258.2429194577294 50 GTEX 1 100 100 0.0 0.001 75 2258 -37 2279.855891218757 2258.0986536990554 50 GTEX 1 100 100 0.0 0.001 75 2258 -38 2278.745902347051 2260.254407527329 50 GTEX 1 100 100 0.0 0.001 75 2258 -39 2277.885932584694 2259.704090423004 50 GTEX 1 100 100 0.0 0.001 75 2258 -40 2277.440062896319 2257.4392419387177 50 GTEX 1 100 100 0.0 0.001 75 2258 -41 2277.3754319073823 2255.4467578496315 50 GTEX 1 100 100 0.0 0.001 75 2258 -42 2276.5906532539843 2253.918590705204 50 GTEX 1 100 100 0.0 0.001 75 2258 -43 2276.1965429770025 2253.0915787265326 50 GTEX 1 100 100 0.0 0.001 75 2258 -44 2275.2220298966145 2254.0016444681264 50 GTEX 1 100 100 0.0 0.001 75 2258 -45 2274.862773137321 2253.657936705383 50 GTEX 1 100 100 0.0 0.001 75 2258 -46 2275.431658625439 2253.8761060591432 50 GTEX 1 100 100 0.0 0.001 75 2258 -47 2275.048678525363 2254.54045865019 50 GTEX 1 100 100 0.0 0.001 75 2258 -48 2274.243986744456 2252.394689987821 50 GTEX 1 100 100 0.0 0.001 75 2258 -49 2273.3979976497308 2254.949756694837 50 GTEX 1 100 100 0.0 0.001 75 2258 -50 2273.5061981855556 2252.6600982317905 50 GTEX 1 100 100 0.0 0.001 75 2258 -51 2273.047107329449 2256.14057023081 50 GTEX 1 100 100 0.0 0.001 75 2258 -52 2272.3482791735023 2251.7890174778695 50 GTEX 1 100 100 0.0 0.001 75 2258 -53 2272.253600423057 2250.6159361632604 50 GTEX 1 100 100 0.0 0.001 75 2258 -54 2272.2574130862467 2250.209944692401 50 GTEX 1 100 100 0.0 0.001 75 2258 -55 2272.442364863638 2252.7790388100047 50 GTEX 1 100 100 0.0 0.001 75 2258 -56 2271.3744137478793 2251.6156330761346 50 GTEX 1 100 100 0.0 0.001 75 2258 -57 2271.253338926708 2250.2825602832404 50 GTEX 1 100 100 0.0 0.001 75 2258 -58 2270.858005109855 2253.7577957907556 50 GTEX 1 100 100 0.0 0.001 75 2258 -59 2270.9304850122876 2250.661042768239 50 GTEX 1 100 100 0.0 0.001 75 2258 -60 2271.1316477839136 2251.7008028791884 50 GTEX 1 100 100 0.0 0.001 75 2258 -61 2270.523269822558 2248.3377291023053 50 GTEX 1 100 100 0.0 0.001 75 2258 -62 2270.0193123306203 2249.062791019338 50 GTEX 1 100 100 0.0 0.001 75 2258 -63 2270.178701447297 2249.6448431558933 50 GTEX 1 100 100 0.0 0.001 75 2258 -64 2269.891960075542 2255.1161505985624 50 GTEX 1 100 100 0.0 0.001 75 2258 -65 2269.7505322250154 2251.6372766531013 50 GTEX 1 100 100 0.0 0.001 75 2258 -66 2269.816387682212 2250.650967093928 50 GTEX 1 100 100 0.0 0.001 75 2258 -67 2268.994967613651 2246.8929972485444 50 GTEX 1 100 100 0.0 0.001 75 2258 -68 2268.849940784229 2255.926411095681 50 GTEX 1 100 100 0.0 0.001 75 2258 -69 2269.361984418944 2248.7719364528875 50 GTEX 1 100 100 0.0 0.001 75 2258 -70 2269.4782771578657 2246.5474426501605 50 GTEX 1 100 100 0.0 0.001 75 2258 -71 2269.0017973361 2246.7307393469287 50 GTEX 1 100 100 0.0 0.001 75 2258 -72 2269.1503781433203 2249.429291583739 50 GTEX 1 100 100 0.0 0.001 75 2258 -73 2268.5699782540255 2246.7644247192848 50 GTEX 1 100 100 0.0 0.001 75 2258 -74 2268.4109749605127 2248.4307253297293 50 GTEX 1 100 100 0.0 0.001 75 2258 -75 2268.4797980918092 2247.3996048263725 50 GTEX 1 100 100 0.0 0.001 75 2258 -76 2268.3542976125536 2254.754246004634 50 GTEX 1 100 100 0.0 0.001 75 2258 -77 2268.4656281874704 2246.3778062247507 50 GTEX 1 100 100 0.0 0.001 75 2258 -78 2267.6875102122835 2249.1946065344287 50 GTEX 1 100 100 0.0 0.001 75 2258 -79 2267.82289868342 2252.2291157653576 50 GTEX 1 100 100 0.0 0.001 75 2258 -80 2268.403098685318 2257.501946162815 50 GTEX 1 100 100 0.0 0.001 75 2258 -81 2268.0145827023725 2245.8633731508435 50 GTEX 1 100 100 0.0 0.001 75 2258 -82 2267.8141318506887 2250.787519679777 50 GTEX 1 100 100 0.0 0.001 75 2258 -83 2267.07452096654 2247.8682192958354 50 GTEX 1 100 100 0.0 0.001 75 2258 -84 2266.850513368395 2247.2309839516993 50 GTEX 1 100 100 0.0 0.001 75 2258 -85 2267.6806981034447 2245.4614462036598 50 GTEX 1 100 100 0.0 0.001 75 2258 -86 2267.2799786222868 2245.9591570371913 50 GTEX 1 100 100 0.0 0.001 75 2258 -87 2266.831756266216 2247.3537235622625 50 GTEX 1 100 100 0.0 0.001 75 2258 -88 2266.817367674595 2252.4113416780538 50 GTEX 1 100 100 0.0 0.001 75 2258 -89 2266.8934171311366 2246.2925357020854 50 GTEX 1 100 100 0.0 0.001 75 2258 -90 2267.454732660987 2245.3916535468156 50 GTEX 1 100 100 0.0 0.001 75 2258 -91 2267.1019160358433 2244.7896213313925 50 GTEX 1 100 100 0.0 0.001 75 2258 -92 2266.4810634865685 2244.682451487494 50 GTEX 1 100 100 0.0 0.001 75 2258 -93 2266.4182973998495 2250.858906677014 50 GTEX 1 100 100 0.0 0.001 75 2258 -94 2266.4047755886813 2244.7591566658743 50 GTEX 1 100 100 0.0 0.001 75 2258 -95 2267.1053327409522 2245.8564262825275 50 GTEX 1 100 100 0.0 0.001 75 2258 -96 2266.361745487615 2243.998433972493 50 GTEX 1 100 100 0.0 0.001 75 2258 -97 2267.01888093901 2244.029208687322 50 GTEX 1 100 100 0.0 0.001 75 2258 -98 2267.0074885436748 2245.549780551925 50 GTEX 1 100 100 0.0 0.001 75 2258 -99 2266.3395029021453 2250.131819692401 50 GTEX 1 100 100 0.0 0.001 75 2258 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index f958d1e86..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3033.697869980714 2564.044930693768 50 GTEX 1 100 100 1.0 0.001 75 5837 -1 2489.674834653847 2463.2766702746258 50 GTEX 1 100 100 1.0 0.001 75 5837 -2 2428.2951950535826 2391.7436416683995 50 GTEX 1 100 100 1.0 0.001 75 5837 -3 2397.7451307780893 2384.3203004322127 50 GTEX 1 100 100 1.0 0.001 75 5837 -4 2375.1083559636845 2384.728537903992 50 GTEX 1 100 100 1.0 0.001 75 5837 -5 2362.8103553173196 2353.9563062544557 50 GTEX 1 100 100 1.0 0.001 75 5837 -6 2351.412426935754 2336.3567070906606 50 GTEX 1 100 100 1.0 0.001 75 5837 -7 2344.3448905263845 2327.5203077657143 50 GTEX 1 100 100 1.0 0.001 75 5837 -8 2337.7491317495974 2326.8007394768892 50 GTEX 1 100 100 1.0 0.001 75 5837 -9 2332.2896123128367 2314.801901697659 50 GTEX 1 100 100 1.0 0.001 75 5837 -10 2325.6173909462227 2314.2258518929716 50 GTEX 1 100 100 1.0 0.001 75 5837 -11 2322.460230918297 2312.1452599587096 50 GTEX 1 100 100 1.0 0.001 75 5837 -12 2318.2698036291363 2304.291148370663 50 GTEX 1 100 100 1.0 0.001 75 5837 -13 2314.3405299329247 2303.0082000616385 50 GTEX 1 100 100 1.0 0.001 75 5837 -14 2310.8585468766505 2299.198536920004 50 GTEX 1 100 100 1.0 0.001 75 5837 -15 2307.4661975480617 2297.004712935183 50 GTEX 1 100 100 1.0 0.001 75 5837 -16 2305.605061702823 2296.9828906621315 50 GTEX 1 100 100 1.0 0.001 75 5837 -17 2302.822146481693 2303.046873607563 50 GTEX 1 100 100 1.0 0.001 75 5837 -18 2301.6835617205656 2289.4566590051686 50 GTEX 1 100 100 1.0 0.001 75 5837 -19 2299.2083231038573 2287.0020324939105 50 GTEX 1 100 100 1.0 0.001 75 5837 -20 2297.1270566404187 2287.580865316065 50 GTEX 1 100 100 1.0 0.001 75 5837 -21 2295.278652598541 2284.4916295968987 50 GTEX 1 100 100 1.0 0.001 75 5837 -22 2294.3221628832393 2284.551435231256 50 GTEX 1 100 100 1.0 0.001 75 5837 -23 2291.87049555776 2284.1543377198195 50 GTEX 1 100 100 1.0 0.001 75 5837 -24 2290.762927100388 2280.580276779349 50 GTEX 1 100 100 1.0 0.001 75 5837 -25 2290.2302793327726 2278.4365563918427 50 GTEX 1 100 100 1.0 0.001 75 5837 -26 2287.867561924605 2280.632119530507 50 GTEX 1 100 100 1.0 0.001 75 5837 -27 2286.926212667399 2277.5201434581454 50 GTEX 1 100 100 1.0 0.001 75 5837 -28 2285.6970967612824 2279.4346000178234 50 GTEX 1 100 100 1.0 0.001 75 5837 -29 2284.6274862010387 2279.575315062084 50 GTEX 1 100 100 1.0 0.001 75 5837 -30 2284.042348456934 2273.6159046013545 50 GTEX 1 100 100 1.0 0.001 75 5837 -31 2282.9949997591343 2275.060612783686 50 GTEX 1 100 100 1.0 0.001 75 5837 -32 2281.9976653069543 2274.900898864514 50 GTEX 1 100 100 1.0 0.001 75 5837 -33 2280.823118621449 2271.6308941859256 50 GTEX 1 100 100 1.0 0.001 75 5837 -34 2280.4381478868618 2269.867190284874 50 GTEX 1 100 100 1.0 0.001 75 5837 -35 2279.803650772709 2269.5813280693023 50 GTEX 1 100 100 1.0 0.001 75 5837 -36 2278.61488756998 2269.0595893424725 50 GTEX 1 100 100 1.0 0.001 75 5837 -37 2277.982435052972 2267.951990860043 50 GTEX 1 100 100 1.0 0.001 75 5837 -38 2277.3476890273037 2267.570802637833 50 GTEX 1 100 100 1.0 0.001 75 5837 -39 2277.501193212483 2269.010722229236 50 GTEX 1 100 100 1.0 0.001 75 5837 -40 2276.175367446211 2265.7137038082224 50 GTEX 1 100 100 1.0 0.001 75 5837 -41 2275.4504536110635 2267.5820813777327 50 GTEX 1 100 100 1.0 0.001 75 5837 -42 2274.9439635759827 2265.641065938391 50 GTEX 1 100 100 1.0 0.001 75 5837 -43 2274.834696243365 2266.3355042200124 50 GTEX 1 100 100 1.0 0.001 75 5837 -44 2274.5799526634873 2267.423718586621 50 GTEX 1 100 100 1.0 0.001 75 5837 -45 2273.5877705533035 2264.4682250512415 50 GTEX 1 100 100 1.0 0.001 75 5837 -46 2273.7127181250908 2264.6021744760724 50 GTEX 1 100 100 1.0 0.001 75 5837 -47 2273.343025417858 2262.3645135567667 50 GTEX 1 100 100 1.0 0.001 75 5837 -48 2273.059501353798 2263.31647494356 50 GTEX 1 100 100 1.0 0.001 75 5837 -49 2272.5833684659956 2262.0552987798537 50 GTEX 1 100 100 1.0 0.001 75 5837 -50 2272.3887868405545 2262.3698693337096 50 GTEX 1 100 100 1.0 0.001 75 5837 -51 2271.1895275766724 2262.7309194354502 50 GTEX 1 100 100 1.0 0.001 75 5837 -52 2271.3839989300827 2261.138955932153 50 GTEX 1 100 100 1.0 0.001 75 5837 -53 2271.000924598482 2261.3640682089917 50 GTEX 1 100 100 1.0 0.001 75 5837 -54 2270.8710794115414 2259.8206401868465 50 GTEX 1 100 100 1.0 0.001 75 5837 -55 2270.5915013119175 2262.3992782998903 50 GTEX 1 100 100 1.0 0.001 75 5837 -56 2270.479943848946 2260.5917845751396 50 GTEX 1 100 100 1.0 0.001 75 5837 -57 2270.3578328936205 2263.8601582458264 50 GTEX 1 100 100 1.0 0.001 75 5837 -58 2269.5892798565906 2260.4246900435182 50 GTEX 1 100 100 1.0 0.001 75 5837 -59 2269.8109901551525 2262.7075225481967 50 GTEX 1 100 100 1.0 0.001 75 5837 -60 2269.298943786847 2259.3562919123547 50 GTEX 1 100 100 1.0 0.001 75 5837 -61 2269.449465933679 2260.6089447369595 50 GTEX 1 100 100 1.0 0.001 75 5837 -62 2269.1426411265365 2261.583930069956 50 GTEX 1 100 100 1.0 0.001 75 5837 -63 2268.509016466327 2259.730561579135 50 GTEX 1 100 100 1.0 0.001 75 5837 -64 2268.5383601992035 2259.36329842339 50 GTEX 1 100 100 1.0 0.001 75 5837 -65 2268.8276593353476 2260.562105940322 50 GTEX 1 100 100 1.0 0.001 75 5837 -66 2268.2547661706867 2258.9034029304303 50 GTEX 1 100 100 1.0 0.001 75 5837 -67 2267.895700221204 2257.9129014395944 50 GTEX 1 100 100 1.0 0.001 75 5837 -68 2267.7926464054617 2259.160751748901 50 GTEX 1 100 100 1.0 0.001 75 5837 -69 2268.226125177013 2261.7168934173005 50 GTEX 1 100 100 1.0 0.001 75 5837 -70 2267.752636883797 2259.365229269398 50 GTEX 1 100 100 1.0 0.001 75 5837 -71 2268.4483966611815 2258.397269709482 50 GTEX 1 100 100 1.0 0.001 75 5837 -72 2267.1175411647864 2257.358603125743 50 GTEX 1 100 100 1.0 0.001 75 5837 -73 2267.087214241741 2257.255349743049 50 GTEX 1 100 100 1.0 0.001 75 5837 -74 2267.3714010726817 2256.0392648675142 50 GTEX 1 100 100 1.0 0.001 75 5837 -75 2266.7177382876457 2257.567956496554 50 GTEX 1 100 100 1.0 0.001 75 5837 -76 2266.5287503115264 2257.5292321266784 50 GTEX 1 100 100 1.0 0.001 75 5837 -77 2266.957353401124 2259.16116715928 50 GTEX 1 100 100 1.0 0.001 75 5837 -78 2266.5266360335986 2261.7865944053738 50 GTEX 1 100 100 1.0 0.001 75 5837 -79 2266.4364008127327 2256.824246134595 50 GTEX 1 100 100 1.0 0.001 75 5837 -80 2266.4037590538596 2258.4414280648466 50 GTEX 1 100 100 1.0 0.001 75 5837 -81 2266.671786390389 2256.3400284799786 50 GTEX 1 100 100 1.0 0.001 75 5837 -82 2266.538715566037 2259.761545855736 50 GTEX 1 100 100 1.0 0.001 75 5837 -83 2266.72329407931 2257.3877700399535 50 GTEX 1 100 100 1.0 0.001 75 5837 -84 2266.01431942661 2255.5184068571025 50 GTEX 1 100 100 1.0 0.001 75 5837 -85 2265.8095840578208 2257.1568587270526 50 GTEX 1 100 100 1.0 0.001 75 5837 -86 2266.346483384718 2258.6907434499763 50 GTEX 1 100 100 1.0 0.001 75 5837 -87 2266.0364271119415 2256.269628024373 50 GTEX 1 100 100 1.0 0.001 75 5837 -88 2265.501668470493 2256.756811801925 50 GTEX 1 100 100 1.0 0.001 75 5837 -89 2265.610509788422 2258.1526157393655 50 GTEX 1 100 100 1.0 0.001 75 5837 -90 2265.659002081449 2255.4538184336384 50 GTEX 1 100 100 1.0 0.001 75 5837 -91 2266.1381268072646 2257.2291459348266 50 GTEX 1 100 100 1.0 0.001 75 5837 -92 2264.971441400886 2261.7287217056796 50 GTEX 1 100 100 1.0 0.001 75 5837 -93 2265.450924407646 2255.470203704254 50 GTEX 1 100 100 1.0 0.001 75 5837 -94 2265.676308420451 2256.566257723384 50 GTEX 1 100 100 1.0 0.001 75 5837 -95 2265.2178421125273 2256.8796748752375 50 GTEX 1 100 100 1.0 0.001 75 5837 -96 2265.1336293021564 2254.2728710102037 50 GTEX 1 100 100 1.0 0.001 75 5837 -97 2264.314326090383 2254.7255597132694 50 GTEX 1 100 100 1.0 0.001 75 5837 -98 2265.39368626091 2255.017247421207 50 GTEX 1 100 100 1.0 0.001 75 5837 -99 2264.523352500792 2256.637949432257 50 GTEX 1 100 100 1.0 0.001 75 5837 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 6d5b5fbf3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3026.1139337530203 2677.9096368709897 50 GTEX 1 50 100 0.5 0.001 75 390 -1 2490.0328612456015 2438.700614203972 50 GTEX 1 50 100 0.5 0.001 75 390 -2 2430.619073445711 2401.1113132723385 50 GTEX 1 50 100 0.5 0.001 75 390 -3 2398.524252883784 2382.0141647977066 50 GTEX 1 50 100 0.5 0.001 75 390 -4 2376.8224355460497 2357.367007411478 50 GTEX 1 50 100 0.5 0.001 75 390 -5 2362.1085194633743 2345.6126281970355 50 GTEX 1 50 100 0.5 0.001 75 390 -6 2351.200906407207 2341.354866288914 50 GTEX 1 50 100 0.5 0.001 75 390 -7 2343.784522882117 2367.2706289545213 50 GTEX 1 50 100 0.5 0.001 75 390 -8 2336.4792133354267 2332.585681987806 50 GTEX 1 50 100 0.5 0.001 75 390 -9 2331.185559021428 2318.1807615330918 50 GTEX 1 50 100 0.5 0.001 75 390 -10 2326.011014824522 2315.416204996435 50 GTEX 1 50 100 0.5 0.001 75 390 -11 2321.917562141229 2314.918401333769 50 GTEX 1 50 100 0.5 0.001 75 390 -12 2317.5023770121293 2316.090496338819 50 GTEX 1 50 100 0.5 0.001 75 390 -13 2314.882676568318 2305.5934923991504 50 GTEX 1 50 100 0.5 0.001 75 390 -14 2311.4591781762883 2300.8047708141485 50 GTEX 1 50 100 0.5 0.001 75 390 -15 2308.2986855398603 2297.142613864217 50 GTEX 1 50 100 0.5 0.001 75 390 -16 2305.801918965428 2297.5032559819097 50 GTEX 1 50 100 0.5 0.001 75 390 -17 2303.1992214578027 2292.9987352030357 50 GTEX 1 50 100 0.5 0.001 75 390 -18 2300.6389502113016 2292.114091648348 50 GTEX 1 50 100 0.5 0.001 75 390 -19 2299.0572575139713 2291.540610425826 50 GTEX 1 50 100 0.5 0.001 75 390 -20 2296.8392593804465 2287.25797773586 50 GTEX 1 50 100 0.5 0.001 75 390 -21 2295.819984984849 2286.1300979440202 50 GTEX 1 50 100 0.5 0.001 75 390 -22 2294.0715749548594 2283.934447778042 50 GTEX 1 50 100 0.5 0.001 75 390 -23 2292.3936311764714 2282.469145916261 50 GTEX 1 50 100 0.5 0.001 75 390 -24 2290.886462462947 2280.9318501867724 50 GTEX 1 50 100 0.5 0.001 75 390 -25 2289.271049269832 2284.5766522657736 50 GTEX 1 50 100 0.5 0.001 75 390 -26 2288.3911671278356 2279.3581909643835 50 GTEX 1 50 100 0.5 0.001 75 390 -27 2286.9865458581044 2276.9517608758615 50 GTEX 1 50 100 0.5 0.001 75 390 -28 2286.1154627072165 2277.5798971081867 50 GTEX 1 50 100 0.5 0.001 75 390 -29 2284.4282397282996 2285.6628216065383 50 GTEX 1 50 100 0.5 0.001 75 390 -30 2283.729706619664 2273.9857938933283 50 GTEX 1 50 100 0.5 0.001 75 390 -31 2283.694539100048 2274.778942267704 50 GTEX 1 50 100 0.5 0.001 75 390 -32 2281.643516623534 2273.5515143680936 50 GTEX 1 50 100 0.5 0.001 75 390 -33 2281.364144626358 2274.7768004674876 50 GTEX 1 50 100 0.5 0.001 75 390 -34 2280.691472836151 2274.2045610667183 50 GTEX 1 50 100 0.5 0.001 75 390 -35 2279.575176873655 2271.7747656528486 50 GTEX 1 50 100 0.5 0.001 75 390 -36 2279.0469570335194 2271.4493867707342 50 GTEX 1 50 100 0.5 0.001 75 390 -37 2278.814363535422 2268.5308109181915 50 GTEX 1 50 100 0.5 0.001 75 390 -38 2277.5989529779017 2269.544060884773 50 GTEX 1 50 100 0.5 0.001 75 390 -39 2277.4839334992607 2267.269085902225 50 GTEX 1 50 100 0.5 0.001 75 390 -40 2276.344521749482 2271.0550021907675 50 GTEX 1 50 100 0.5 0.001 75 390 -41 2276.387384302049 2268.945366805044 50 GTEX 1 50 100 0.5 0.001 75 390 -42 2275.379784790052 2269.254251342309 50 GTEX 1 50 100 0.5 0.001 75 390 -43 2274.4892577867113 2266.4343830297203 50 GTEX 1 50 100 0.5 0.001 75 390 -44 2274.3473458068984 2265.3090490769073 50 GTEX 1 50 100 0.5 0.001 75 390 -45 2274.1722752647765 2268.1095915239575 50 GTEX 1 50 100 0.5 0.001 75 390 -46 2273.844132986418 2268.990949855558 50 GTEX 1 50 100 0.5 0.001 75 390 -47 2273.123459853554 2264.7712648340957 50 GTEX 1 50 100 0.5 0.001 75 390 -48 2273.2807943413222 2265.978788078511 50 GTEX 1 50 100 0.5 0.001 75 390 -49 2272.140625618926 2264.1866680188778 50 GTEX 1 50 100 0.5 0.001 75 390 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index 526e4d1e0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3035.4659288051175 2619.51846557153 50 GTEX 1 50 100 0.0 0.001 75 2614 -1 2496.2338742112815 2451.4455459652745 50 GTEX 1 50 100 0.0 0.001 75 2614 -2 2434.1577065398224 2430.0399100300024 50 GTEX 1 50 100 0.0 0.001 75 2614 -3 2398.7078527714693 2386.246048263724 50 GTEX 1 50 100 0.0 0.001 75 2614 -4 2377.5020127998077 2368.289191068352 50 GTEX 1 50 100 0.0 0.001 75 2614 -5 2363.2162482742274 2352.6152821820046 50 GTEX 1 50 100 0.0 0.001 75 2614 -6 2353.412868771745 2337.119285438451 50 GTEX 1 50 100 0.0 0.001 75 2614 -7 2344.101725716015 2389.9813951847673 50 GTEX 1 50 100 0.0 0.001 75 2614 -8 2336.0480188789015 2326.7262993294025 50 GTEX 1 50 100 0.0 0.001 75 2614 -9 2331.4548324886364 2320.5293548932095 50 GTEX 1 50 100 0.0 0.001 75 2614 -10 2326.6386525335543 2320.8796521320996 50 GTEX 1 50 100 0.0 0.001 75 2614 -11 2322.59284518137 2313.0711094381236 50 GTEX 1 50 100 0.0 0.001 75 2614 -12 2318.8169125574777 2308.4140434700275 50 GTEX 1 50 100 0.0 0.001 75 2614 -13 2314.8227972568775 2307.3608430927698 50 GTEX 1 50 100 0.0 0.001 75 2614 -14 2311.7575249571705 2301.469495417954 50 GTEX 1 50 100 0.0 0.001 75 2614 -15 2308.06282442052 2300.4751542820222 50 GTEX 1 50 100 0.0 0.001 75 2614 -16 2305.074131275087 2301.453852316273 50 GTEX 1 50 100 0.0 0.001 75 2614 -17 2303.09276536567 2294.9125466002256 50 GTEX 1 50 100 0.0 0.001 75 2614 -18 2301.257545820143 2293.9726383803913 50 GTEX 1 50 100 0.0 0.001 75 2614 -19 2298.8281346449344 2292.410675396937 50 GTEX 1 50 100 0.0 0.001 75 2614 -20 2297.210084155405 2289.6486598257784 50 GTEX 1 50 100 0.0 0.001 75 2614 -21 2294.8099177364466 2288.5939031680728 50 GTEX 1 50 100 0.0 0.001 75 2614 -22 2293.395309395053 2287.7043422220327 50 GTEX 1 50 100 0.0 0.001 75 2614 -23 2291.6283120292032 2286.15170903079 50 GTEX 1 50 100 0.0 0.001 75 2614 -24 2290.129036817654 2285.3476912929987 50 GTEX 1 50 100 0.0 0.001 75 2614 -25 2288.264401692227 2284.4838948412994 50 GTEX 1 50 100 0.0 0.001 75 2614 -26 2288.3987127932473 2285.530651252079 50 GTEX 1 50 100 0.0 0.001 75 2614 -27 2286.5450436487436 2279.7461524644277 50 GTEX 1 50 100 0.0 0.001 75 2614 -28 2285.2605640914658 2277.8866150134418 50 GTEX 1 50 100 0.0 0.001 75 2614 -29 2284.575190335301 2279.2320825845118 50 GTEX 1 50 100 0.0 0.001 75 2614 -30 2283.9741652954012 2280.005649349082 50 GTEX 1 50 100 0.0 0.001 75 2614 -31 2282.3885116762503 2279.256392214235 50 GTEX 1 50 100 0.0 0.001 75 2614 -32 2281.1928145135735 2275.193889661434 50 GTEX 1 50 100 0.0 0.001 75 2614 -33 2280.4051028201584 2274.447519744757 50 GTEX 1 50 100 0.0 0.001 75 2614 -34 2279.9727813246836 2273.3722854440202 50 GTEX 1 50 100 0.0 0.001 75 2614 -35 2279.420245857114 2272.9272994705025 50 GTEX 1 50 100 0.0 0.001 75 2614 -36 2278.135758408526 2274.1368248072868 50 GTEX 1 50 100 0.0 0.001 75 2614 -37 2278.076149232614 2270.967119688317 50 GTEX 1 50 100 0.0 0.001 75 2614 -38 2277.0599815890064 2270.4041761971243 50 GTEX 1 50 100 0.0 0.001 75 2614 -39 2276.6974525665223 2271.4578186731374 50 GTEX 1 50 100 0.0 0.001 75 2614 -40 2276.2873275980874 2271.0323859965392 50 GTEX 1 50 100 0.0 0.001 75 2614 -41 2275.279825283303 2270.1785793522013 50 GTEX 1 50 100 0.0 0.001 75 2614 -42 2275.6907916820023 2268.492489890907 50 GTEX 1 50 100 0.0 0.001 75 2614 -43 2274.78283888689 2269.43133312849 50 GTEX 1 50 100 0.0 0.001 75 2614 -44 2273.899529569615 2271.2483743297735 50 GTEX 1 50 100 0.0 0.001 75 2614 -45 2274.1362618534695 2266.70736984427 50 GTEX 1 50 100 0.0 0.001 75 2614 -46 2273.3882459763604 2267.918696762491 50 GTEX 1 50 100 0.0 0.001 75 2614 -47 2272.7191611475637 2271.956755315396 50 GTEX 1 50 100 0.0 0.001 75 2614 -48 2272.7438149666273 2267.907088015016 50 GTEX 1 50 100 0.0 0.001 75 2614 -49 2271.7250700882423 2268.8166438925855 50 GTEX 1 50 100 0.0 0.001 75 2614 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index 0b0b0a0c6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.001lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3032.3917510074057 2670.4794531992634 50 GTEX 1 50 100 1.0 0.001 75 8205 -1 2494.6778894676077 2496.1220698483544 50 GTEX 1 50 100 1.0 0.001 75 8205 -2 2430.817435988582 2417.242059859939 50 GTEX 1 50 100 1.0 0.001 75 8205 -3 2396.215852316146 2382.5952700770854 50 GTEX 1 50 100 1.0 0.001 75 8205 -4 2375.4100693940136 2362.432795419439 50 GTEX 1 50 100 1.0 0.001 75 8205 -5 2362.021103890075 2349.9597701736275 50 GTEX 1 50 100 1.0 0.001 75 8205 -6 2352.0588595272557 2346.3843478938925 50 GTEX 1 50 100 1.0 0.001 75 8205 -7 2342.8800890181024 2337.679219177014 50 GTEX 1 50 100 1.0 0.001 75 8205 -8 2336.3155915367197 2332.1699195542715 50 GTEX 1 50 100 1.0 0.001 75 8205 -9 2331.9415456631423 2335.1586046110087 50 GTEX 1 50 100 1.0 0.001 75 8205 -10 2326.4126329350474 2317.684979688985 50 GTEX 1 50 100 1.0 0.001 75 8205 -11 2322.1093117921546 2317.1659877762595 50 GTEX 1 50 100 1.0 0.001 75 8205 -12 2317.3517194235983 2311.9399038104502 50 GTEX 1 50 100 1.0 0.001 75 8205 -13 2314.3452941952555 2308.9765337229683 50 GTEX 1 50 100 1.0 0.001 75 8205 -14 2311.573604878294 2308.8790078979027 50 GTEX 1 50 100 1.0 0.001 75 8205 -15 2307.810539628405 2304.2321285349335 50 GTEX 1 50 100 1.0 0.001 75 8205 -16 2306.5063743345513 2300.3466105297944 50 GTEX 1 50 100 1.0 0.001 75 8205 -17 2303.8558381716175 2303.628551642704 50 GTEX 1 50 100 1.0 0.001 75 8205 -18 2301.008843321703 2296.023955950719 50 GTEX 1 50 100 1.0 0.001 75 8205 -19 2298.9980984264007 2294.037574448966 50 GTEX 1 50 100 1.0 0.001 75 8205 -20 2296.794801081223 2291.817267240227 50 GTEX 1 50 100 1.0 0.001 75 8205 -21 2294.8958402274843 2290.7305606508435 50 GTEX 1 50 100 1.0 0.001 75 8205 -22 2293.7796533765318 2291.6834271217026 50 GTEX 1 50 100 1.0 0.001 75 8205 -23 2292.61552980914 2289.57794259075 50 GTEX 1 50 100 1.0 0.001 75 8205 -24 2290.3038992973948 2287.708950956511 50 GTEX 1 50 100 1.0 0.001 75 8205 -25 2289.100378055639 2284.338915922796 50 GTEX 1 50 100 1.0 0.001 75 8205 -26 2287.8490915400207 2284.448934228701 50 GTEX 1 50 100 1.0 0.001 75 8205 -27 2286.4985439759494 2282.8557193886645 50 GTEX 1 50 100 1.0 0.001 75 8205 -28 2285.574583555459 2280.767876106523 50 GTEX 1 50 100 1.0 0.001 75 8205 -29 2284.685332881242 2280.683727423954 50 GTEX 1 50 100 1.0 0.001 75 8205 -30 2283.0799983866655 2281.4909746873514 50 GTEX 1 50 100 1.0 0.001 75 8205 -31 2282.9689009406443 2279.016039017942 50 GTEX 1 50 100 1.0 0.001 75 8205 -32 2281.159551687977 2276.187661058549 50 GTEX 1 50 100 1.0 0.001 75 8205 -33 2280.262439025447 2276.5123694822364 50 GTEX 1 50 100 1.0 0.001 75 8205 -34 2279.8904713515535 2277.5525139058045 50 GTEX 1 50 100 1.0 0.001 75 8205 -35 2279.506188179581 2275.9174159525014 50 GTEX 1 50 100 1.0 0.001 75 8205 -36 2278.2220497538324 2274.7731594767406 50 GTEX 1 50 100 1.0 0.001 75 8205 -37 2277.8596539810164 2275.887378301004 50 GTEX 1 50 100 1.0 0.001 75 8205 -38 2276.964127059168 2272.564764102602 50 GTEX 1 50 100 1.0 0.001 75 8205 -39 2276.4850659538147 2275.46014334675 50 GTEX 1 50 100 1.0 0.001 75 8205 -40 2276.293397304865 2273.262995150606 50 GTEX 1 50 100 1.0 0.001 75 8205 -41 2275.3184866932916 2272.7913493457404 50 GTEX 1 50 100 1.0 0.001 75 8205 -42 2274.6015496830687 2269.640434700273 50 GTEX 1 50 100 1.0 0.001 75 8205 -43 2274.8984547009927 2270.4874773496913 50 GTEX 1 50 100 1.0 0.001 75 8205 -44 2273.7096190065245 2271.6848483357594 50 GTEX 1 50 100 1.0 0.001 75 8205 -45 2273.1124436364476 2269.4120782772397 50 GTEX 1 50 100 1.0 0.001 75 8205 -46 2272.7795837989033 2269.4987300974335 50 GTEX 1 50 100 1.0 0.001 75 8205 -47 2272.492990453681 2269.560896376693 50 GTEX 1 50 100 1.0 0.001 75 8205 -48 2271.8206997157477 2268.272570940025 50 GTEX 1 50 100 1.0 0.001 75 8205 -49 2271.7829243502924 2269.2762056648053 50 GTEX 1 50 100 1.0 0.001 75 8205 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index d7cca50af..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2927.0871776993026 2757.6679733914566 100 GTEX 1 100 100 0.5 0.0025 75 9863 -1 2460.371073273856 2455.048462378208 100 GTEX 1 100 100 0.5 0.0025 75 9863 -2 2403.95096378683 2421.8985191896386 100 GTEX 1 100 100 0.5 0.0025 75 9863 -3 2375.7919037841975 2363.16670348889 100 GTEX 1 100 100 0.5 0.0025 75 9863 -4 2359.87364359729 2375.2155817416233 100 GTEX 1 100 100 0.5 0.0025 75 9863 -5 2346.6847503684676 2352.1042619712453 100 GTEX 1 100 100 0.5 0.0025 75 9863 -6 2337.888492618479 2335.783845502614 100 GTEX 1 100 100 0.5 0.0025 75 9863 -7 2332.473728978169 2327.3928278353733 100 GTEX 1 100 100 0.5 0.0025 75 9863 -8 2325.987208289733 2320.683646662607 100 GTEX 1 100 100 0.5 0.0025 75 9863 -9 2320.7573847961585 2320.2308391382485 100 GTEX 1 100 100 0.5 0.0025 75 9863 -10 2318.0228640905993 2321.395152276913 100 GTEX 1 100 100 0.5 0.0025 75 9863 -11 2312.8811122837474 2307.841250111395 100 GTEX 1 100 100 0.5 0.0025 75 9863 -12 2309.508796309095 2305.0123462749525 100 GTEX 1 100 100 0.5 0.0025 75 9863 -13 2306.7926258132693 2326.216409777507 100 GTEX 1 100 100 0.5 0.0025 75 9863 -14 2304.2487272812796 2300.848278205204 100 GTEX 1 100 100 0.5 0.0025 75 9863 -15 2301.8930143906546 2301.556704677103 100 GTEX 1 100 100 0.5 0.0025 75 9863 -16 2300.235730422743 2298.9408112152446 100 GTEX 1 100 100 0.5 0.0025 75 9863 -17 2297.929466130704 2296.554719061906 100 GTEX 1 100 100 0.5 0.0025 75 9863 -18 2296.2451334343145 2296.2704261228614 100 GTEX 1 100 100 0.5 0.0025 75 9863 -19 2294.4948485219215 2293.3571628817135 100 GTEX 1 100 100 0.5 0.0025 75 9863 -20 2293.522593361933 2291.4555404140924 100 GTEX 1 100 100 0.5 0.0025 75 9863 -21 2291.4065137141683 2290.662828800796 100 GTEX 1 100 100 0.5 0.0025 75 9863 -22 2291.459800119824 2292.2835595888782 100 GTEX 1 100 100 0.5 0.0025 75 9863 -23 2289.898815973414 2291.7554537116803 100 GTEX 1 100 100 0.5 0.0025 75 9863 -24 2287.7628590184986 2288.835507701105 100 GTEX 1 100 100 0.5 0.0025 75 9863 -25 2288.5049834138076 2285.9494591774596 100 GTEX 1 100 100 0.5 0.0025 75 9863 -26 2286.2781998023975 2284.0944007322364 100 GTEX 1 100 100 0.5 0.0025 75 9863 -27 2285.122760105828 2283.4124723369177 100 GTEX 1 100 100 0.5 0.0025 75 9863 -28 2284.037940850867 2282.2714147531487 100 GTEX 1 100 100 0.5 0.0025 75 9863 -29 2284.0754130198156 2283.156018855454 100 GTEX 1 100 100 0.5 0.0025 75 9863 -30 2282.3758187878784 2284.1607262208886 100 GTEX 1 100 100 0.5 0.0025 75 9863 -31 2282.3934935943194 2281.8462276096125 100 GTEX 1 100 100 0.5 0.0025 75 9863 -32 2282.885071658252 2280.42366288914 100 GTEX 1 100 100 0.5 0.0025 75 9863 -33 2280.275786479927 2280.533821367039 100 GTEX 1 100 100 0.5 0.0025 75 9863 -34 2280.1033081557566 2277.661398303826 100 GTEX 1 100 100 0.5 0.0025 75 9863 -35 2279.134805752053 2278.7572648081036 100 GTEX 1 100 100 0.5 0.0025 75 9863 -36 2278.2318906815285 2275.841940760159 100 GTEX 1 100 100 0.5 0.0025 75 9863 -37 2278.13369199423 2276.129020429836 100 GTEX 1 100 100 0.5 0.0025 75 9863 -38 2276.8757804660268 2277.015399425202 100 GTEX 1 100 100 0.5 0.0025 75 9863 -39 2277.673411845506 2276.8235466670626 100 GTEX 1 100 100 0.5 0.0025 75 9863 -40 2276.5958373288463 2274.278943195996 100 GTEX 1 100 100 0.5 0.0025 75 9863 -41 2276.2085427711063 2274.719115746792 100 GTEX 1 100 100 0.5 0.0025 75 9863 -42 2276.125086443369 2277.937181596067 100 GTEX 1 100 100 0.5 0.0025 75 9863 -43 2275.3109869057894 2273.928321983424 100 GTEX 1 100 100 0.5 0.0025 75 9863 -44 2274.516139534039 2276.4244695743228 100 GTEX 1 100 100 0.5 0.0025 75 9863 -45 2275.2934081360745 2276.6813927712096 100 GTEX 1 100 100 0.5 0.0025 75 9863 -46 2273.516592665435 2273.2563522977066 100 GTEX 1 100 100 0.5 0.0025 75 9863 -47 2273.901681112062 2272.3311066718156 100 GTEX 1 100 100 0.5 0.0025 75 9863 -48 2272.8042583519973 2273.5793763367396 100 GTEX 1 100 100 0.5 0.0025 75 9863 -49 2272.3539169728974 2271.7491960996913 100 GTEX 1 100 100 0.5 0.0025 75 9863 -50 2272.5679896954966 2271.151266932034 100 GTEX 1 100 100 0.5 0.0025 75 9863 -51 2272.380722231254 2274.4716072807746 100 GTEX 1 100 100 0.5 0.0025 75 9863 -52 2271.3422316964934 2270.4807036077113 100 GTEX 1 100 100 0.5 0.0025 75 9863 -53 2271.7305690160556 2270.4201855097435 100 GTEX 1 100 100 0.5 0.0025 75 9863 -54 2270.6045512433816 2269.6211875074264 100 GTEX 1 100 100 0.5 0.0025 75 9863 -55 2271.0007396426813 2272.8795885441423 100 GTEX 1 100 100 0.5 0.0025 75 9863 -56 2270.9156383378613 2271.0668453318085 100 GTEX 1 100 100 0.5 0.0025 75 9863 -57 2270.13505499882 2268.8226332283743 100 GTEX 1 100 100 0.5 0.0025 75 9863 -58 2270.014197420769 2269.441146328422 100 GTEX 1 100 100 0.5 0.0025 75 9863 -59 2270.71613354077 2268.817969492633 100 GTEX 1 100 100 0.5 0.0025 75 9863 -60 2269.664941426881 2270.742317460789 100 GTEX 1 100 100 0.5 0.0025 75 9863 -61 2269.5231801040372 2270.974129448372 100 GTEX 1 100 100 0.5 0.0025 75 9863 -62 2269.4114684768474 2268.7665449367278 100 GTEX 1 100 100 0.5 0.0025 75 9863 -63 2268.8722576666396 2267.2022654022103 100 GTEX 1 100 100 0.5 0.0025 75 9863 -64 2269.382146922162 2271.7352754426092 100 GTEX 1 100 100 0.5 0.0025 75 9863 -65 2268.544726577973 2268.333740234375 100 GTEX 1 100 100 0.5 0.0025 75 9863 -66 2268.7692079641783 2267.4500829892468 100 GTEX 1 100 100 0.5 0.0025 75 9863 -67 2268.965527199334 2267.0954469165877 100 GTEX 1 100 100 0.5 0.0025 75 9863 -68 2267.6766106627792 2268.620449515803 100 GTEX 1 100 100 0.5 0.0025 75 9863 -69 2267.7140510086024 2271.0899059455205 100 GTEX 1 100 100 0.5 0.0025 75 9863 -70 2267.9877744525393 2265.2544428024003 100 GTEX 1 100 100 0.5 0.0025 75 9863 -71 2267.502024095212 2269.6868399848504 100 GTEX 1 100 100 0.5 0.0025 75 9863 -72 2266.795559008018 2265.8143222359195 100 GTEX 1 100 100 0.5 0.0025 75 9863 -73 2267.075164701438 2266.4161474423718 100 GTEX 1 100 100 0.5 0.0025 75 9863 -74 2266.7593818907126 2266.7218115048718 100 GTEX 1 100 100 0.5 0.0025 75 9863 -75 2266.9255835546337 2266.330645311015 100 GTEX 1 100 100 0.5 0.0025 75 9863 -76 2267.0883498167154 2266.6898346527446 100 GTEX 1 100 100 0.5 0.0025 75 9863 -77 2266.641686871171 2267.8726634906725 100 GTEX 1 100 100 0.5 0.0025 75 9863 -78 2267.644086680418 2267.6894726191185 100 GTEX 1 100 100 0.5 0.0025 75 9863 -79 2267.68415854601 2267.5099587096006 100 GTEX 1 100 100 0.5 0.0025 75 9863 -80 2266.575838737935 2268.5596185836503 100 GTEX 1 100 100 0.5 0.0025 75 9863 -81 2266.5398824741537 2265.2044088269367 100 GTEX 1 100 100 0.5 0.0025 75 9863 -82 2265.9945841630383 2264.1154664478377 100 GTEX 1 100 100 0.5 0.0025 75 9863 -83 2266.2863526344804 2264.812686586561 100 GTEX 1 100 100 0.5 0.0025 75 9863 -84 2266.2067135603033 2265.2186905893536 100 GTEX 1 100 100 0.5 0.0025 75 9863 -85 2265.3675607383293 2268.5992362018774 100 GTEX 1 100 100 0.5 0.0025 75 9863 -86 2266.0789020361435 2268.4114159413616 100 GTEX 1 100 100 0.5 0.0025 75 9863 -87 2265.837125503187 2264.8586685702826 100 GTEX 1 100 100 0.5 0.0025 75 9863 -88 2264.991821482477 2270.6140396640326 100 GTEX 1 100 100 0.5 0.0025 75 9863 -89 2266.78409858237 2263.3784940886408 100 GTEX 1 100 100 0.5 0.0025 75 9863 -90 2264.8417821497123 2264.720456199501 100 GTEX 1 100 100 0.5 0.0025 75 9863 -91 2264.9660904996053 2264.0360501945697 100 GTEX 1 100 100 0.5 0.0025 75 9863 -92 2265.5592662649697 2266.124363192134 100 GTEX 1 100 100 0.5 0.0025 75 9863 -93 2265.1823394959133 2264.5802053009147 100 GTEX 1 100 100 0.5 0.0025 75 9863 -94 2264.4832518293397 2267.692136815292 100 GTEX 1 100 100 0.5 0.0025 75 9863 -95 2265.6209878620307 2264.935112434648 100 GTEX 1 100 100 0.5 0.0025 75 9863 -96 2265.275256911137 2265.0954710521623 100 GTEX 1 100 100 0.5 0.0025 75 9863 -97 2265.2905299741865 2270.1819051880348 100 GTEX 1 100 100 0.5 0.0025 75 9863 -98 2264.885240496181 2269.8794428024003 100 GTEX 1 100 100 0.5 0.0025 75 9863 -99 2264.8848854903877 2263.79222611692 100 GTEX 1 100 100 0.5 0.0025 75 9863 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 79e0f7efa..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2908.874613480544 2789.463946092265 100 GTEX 1 100 100 0.0 0.0025 75 9462 -1 2455.8770306197266 2512.9282170865017 100 GTEX 1 100 100 0.0 0.0025 75 9462 -2 2401.564890525353 2404.9466715185363 100 GTEX 1 100 100 0.0 0.0025 75 9462 -3 2374.3615848246704 2397.7406066198314 100 GTEX 1 100 100 0.0 0.0025 75 9462 -4 2356.7765381400936 2368.680229622148 100 GTEX 1 100 100 0.0 0.0025 75 9462 -5 2346.354529452019 2369.485786931143 100 GTEX 1 100 100 0.0 0.0025 75 9462 -6 2337.614435779591 2351.0797179479564 100 GTEX 1 100 100 0.0 0.0025 75 9462 -7 2329.5387332828013 2342.577101094641 100 GTEX 1 100 100 0.0 0.0025 75 9462 -8 2324.157765157298 2337.8301858067966 100 GTEX 1 100 100 0.0 0.0025 75 9462 -9 2320.5464846896207 2335.115133191243 100 GTEX 1 100 100 0.0 0.0025 75 9462 -10 2315.6143646288588 2330.5624563703063 100 GTEX 1 100 100 0.0 0.0025 75 9462 -11 2312.142871547629 2325.554166728553 100 GTEX 1 100 100 0.0 0.0025 75 9462 -12 2307.988785107561 2325.2831529972673 100 GTEX 1 100 100 0.0 0.0025 75 9462 -13 2305.306865811008 2324.0720409784935 100 GTEX 1 100 100 0.0 0.0025 75 9462 -14 2303.136451966989 2316.0476083501662 100 GTEX 1 100 100 0.0 0.0025 75 9462 -15 2300.386539983462 2316.2375896729445 100 GTEX 1 100 100 0.0 0.0025 75 9462 -16 2297.9643725665883 2314.8315819569866 100 GTEX 1 100 100 0.0 0.0025 75 9462 -17 2297.100598212871 2314.388370180311 100 GTEX 1 100 100 0.0 0.0025 75 9462 -18 2294.688166789902 2311.4469565039803 100 GTEX 1 100 100 0.0 0.0025 75 9462 -19 2293.5892214712126 2307.932118695045 100 GTEX 1 100 100 0.0 0.0025 75 9462 -20 2291.5618365110386 2306.8571721646267 100 GTEX 1 100 100 0.0 0.0025 75 9462 -21 2289.7521090428427 2306.4508971007604 100 GTEX 1 100 100 0.0 0.0025 75 9462 -22 2288.8474211095945 2304.8905442386526 100 GTEX 1 100 100 0.0 0.0025 75 9462 -23 2287.494121154611 2313.6403390862642 100 GTEX 1 100 100 0.0 0.0025 75 9462 -24 2285.8150259154745 2301.5290118895555 100 GTEX 1 100 100 0.0 0.0025 75 9462 -25 2285.389707416016 2308.0907395511526 100 GTEX 1 100 100 0.0 0.0025 75 9462 -26 2283.8587497297353 2300.1037736899953 100 GTEX 1 100 100 0.0 0.0025 75 9462 -27 2283.757290564634 2306.9151699515805 100 GTEX 1 100 100 0.0 0.0025 75 9462 -28 2282.8855880232813 2300.0635034829493 100 GTEX 1 100 100 0.0 0.0025 75 9462 -29 2281.4920661130855 2299.0876724765326 100 GTEX 1 100 100 0.0 0.0025 75 9462 -30 2281.9824557612133 2298.8957101800142 100 GTEX 1 100 100 0.0 0.0025 75 9462 -31 2280.3599972529987 2297.982347611692 100 GTEX 1 100 100 0.0 0.0025 75 9462 -32 2279.640930981675 2294.985162191065 100 GTEX 1 100 100 0.0 0.0025 75 9462 -33 2279.260463954353 2294.8783659844344 100 GTEX 1 100 100 0.0 0.0025 75 9462 -34 2278.1381972874938 2294.896572562678 100 GTEX 1 100 100 0.0 0.0025 75 9462 -35 2277.477121957771 2298.6724821025427 100 GTEX 1 100 100 0.0 0.0025 75 9462 -36 2277.033831721993 2292.6287809306677 100 GTEX 1 100 100 0.0 0.0025 75 9462 -37 2277.032168409219 2293.6568320386764 100 GTEX 1 100 100 0.0 0.0025 75 9462 -38 2276.1388815104856 2296.1633365761645 100 GTEX 1 100 100 0.0 0.0025 75 9462 -39 2274.851519458836 2293.052090140803 100 GTEX 1 100 100 0.0 0.0025 75 9462 -40 2274.783984416262 2290.5557253297293 100 GTEX 1 100 100 0.0 0.0025 75 9462 -41 2275.1248468673252 2292.1986627034817 100 GTEX 1 100 100 0.0 0.0025 75 9462 -42 2274.2988803211156 2288.7830434588877 100 GTEX 1 100 100 0.0 0.0025 75 9462 -43 2272.6436077862163 2288.2387101206036 100 GTEX 1 100 100 0.0 0.0025 75 9462 -44 2272.630174300985 2289.6427712096006 100 GTEX 1 100 100 0.0 0.0025 75 9462 -45 2273.1660595687654 2290.1140201699145 100 GTEX 1 100 100 0.0 0.0025 75 9462 -46 2272.310513556136 2291.2042974319747 100 GTEX 1 100 100 0.0 0.0025 75 9462 -47 2271.379775428792 2290.448809373515 100 GTEX 1 100 100 0.0 0.0025 75 9462 -48 2270.8954553069216 2289.959753928529 100 GTEX 1 100 100 0.0 0.0025 75 9462 -49 2271.398072307712 2291.928596757664 100 GTEX 1 100 100 0.0 0.0025 75 9462 -50 2270.84451499287 2288.2879476220887 100 GTEX 1 100 100 0.0 0.0025 75 9462 -51 2270.26925435786 2286.9947597953305 100 GTEX 1 100 100 0.0 0.0025 75 9462 -52 2269.882021512227 2285.4889997475047 100 GTEX 1 100 100 0.0 0.0025 75 9462 -53 2269.7025919239613 2287.70913568649 100 GTEX 1 100 100 0.0 0.0025 75 9462 -54 2270.6067030179256 2309.0108554390445 100 GTEX 1 100 100 0.0 0.0025 75 9462 -55 2269.0884464207907 2286.298318493049 100 GTEX 1 100 100 0.0 0.0025 75 9462 -56 2269.237858497569 2289.3452844656013 100 GTEX 1 100 100 0.0 0.0025 75 9462 -57 2268.8991640420754 2284.7404218898528 100 GTEX 1 100 100 0.0 0.0025 75 9462 -58 2268.083699720493 2285.2163076654588 100 GTEX 1 100 100 0.0 0.0025 75 9462 -59 2268.810820595143 2286.950218519784 100 GTEX 1 100 100 0.0 0.0025 75 9462 -60 2268.156663468537 2287.487049407379 100 GTEX 1 100 100 0.0 0.0025 75 9462 -61 2268.573964629189 2284.0716297454255 100 GTEX 1 100 100 0.0 0.0025 75 9462 -62 2268.224383286391 2286.769249977721 100 GTEX 1 100 100 0.0 0.0025 75 9462 -63 2266.667780776934 2290.4023075466375 100 GTEX 1 100 100 0.0 0.0025 75 9462 -64 2267.064912265138 2283.104444844641 100 GTEX 1 100 100 0.0 0.0025 75 9462 -65 2267.6693966902712 2286.586160289924 100 GTEX 1 100 100 0.0 0.0025 75 9462 -66 2267.5784995793365 2283.20712036597 100 GTEX 1 100 100 0.0 0.0025 75 9462 -67 2267.0172291279496 2282.470678989425 100 GTEX 1 100 100 0.0 0.0025 75 9462 -68 2266.586230948418 2285.5869901823908 100 GTEX 1 100 100 0.0 0.0025 75 9462 -69 2267.889814722358 2286.182131691124 100 GTEX 1 100 100 0.0 0.0025 75 9462 -70 2266.8465322798934 2284.5257656547055 100 GTEX 1 100 100 0.0 0.0025 75 9462 -71 2266.112290684293 2284.782737122742 100 GTEX 1 100 100 0.0 0.0025 75 9462 -72 2266.9237794103447 2282.2881824798005 100 GTEX 1 100 100 0.0 0.0025 75 9462 -73 2265.7170197400346 2284.350896915102 100 GTEX 1 100 100 0.0 0.0025 75 9462 -74 2265.2491291965266 2283.3327460343394 100 GTEX 1 100 100 0.0 0.0025 75 9462 -75 2264.605054507805 2281.4274039032794 100 GTEX 1 100 100 0.0 0.0025 75 9462 -76 2265.3664031398953 2283.0241430014257 100 GTEX 1 100 100 0.0 0.0025 75 9462 -77 2264.861171691385 2281.725301880347 100 GTEX 1 100 100 0.0 0.0025 75 9462 -78 2264.77839811669 2280.8451071619534 100 GTEX 1 100 100 0.0 0.0025 75 9462 -79 2264.84641380709 2285.3970459912666 100 GTEX 1 100 100 0.0 0.0025 75 9462 -80 2265.429088791988 2282.9553510426567 100 GTEX 1 100 100 0.0 0.0025 75 9462 -81 2264.9269524132346 2280.2266126277327 100 GTEX 1 100 100 0.0 0.0025 75 9462 -82 2263.590355834123 2280.2908559588877 100 GTEX 1 100 100 0.0 0.0025 75 9462 -83 2264.0641757686653 2279.549282987761 100 GTEX 1 100 100 0.0 0.0025 75 9462 -84 2265.6016221490195 2284.044787272754 100 GTEX 1 100 100 0.0 0.0025 75 9462 -85 2264.305348306948 2278.951628594344 100 GTEX 1 100 100 0.0 0.0025 75 9462 -86 2264.512094309303 2280.4092093928234 100 GTEX 1 100 100 0.0 0.0025 75 9462 -87 2266.4391050047616 2285.639004203303 100 GTEX 1 100 100 0.0 0.0025 75 9462 -88 2263.779297751812 2279.8779092650902 100 GTEX 1 100 100 0.0 0.0025 75 9462 -89 2264.0942255932614 2279.4706724913854 100 GTEX 1 100 100 0.0 0.0025 75 9462 -90 2264.0152898772135 2281.2434685420626 100 GTEX 1 100 100 0.0 0.0025 75 9462 -91 2264.0289361441387 2279.541370232296 100 GTEX 1 100 100 0.0 0.0025 75 9462 -92 2263.0067582622532 2279.7400505733126 100 GTEX 1 100 100 0.0 0.0025 75 9462 -93 2264.3311557530023 2282.541541037904 100 GTEX 1 100 100 0.0 0.0025 75 9462 -94 2263.907263517556 2280.322212712393 100 GTEX 1 100 100 0.0 0.0025 75 9462 -95 2264.43464205637 2280.0248642838046 100 GTEX 1 100 100 0.0 0.0025 75 9462 -96 2263.2647462020623 2281.8021402685363 100 GTEX 1 100 100 0.0 0.0025 75 9462 -97 2263.1274073910936 2282.095447844879 100 GTEX 1 100 100 0.0 0.0025 75 9462 -98 2264.2368285011007 2281.9256503609195 100 GTEX 1 100 100 0.0 0.0025 75 9462 -99 2264.1499171206146 2279.1386301018892 100 GTEX 1 100 100 0.0 0.0025 75 9462 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index 53d6871ad..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2911.6321019210645 2768.2946535988 100 GTEX 1 100 100 1.0 0.0025 75 8782 -1 2457.163977397638 2449.81452181856 100 GTEX 1 100 100 1.0 0.0025 75 8782 -2 2405.142822497722 2440.642677452174 100 GTEX 1 100 100 1.0 0.0025 75 8782 -3 2376.5804145887937 2366.1467526512 100 GTEX 1 100 100 1.0 0.0025 75 8782 -4 2357.891087570021 2363.3066396967088 100 GTEX 1 100 100 1.0 0.0025 75 8782 -5 2347.631209867789 2342.0033130718275 100 GTEX 1 100 100 1.0 0.0025 75 8782 -6 2338.6537615037764 2330.1730325793133 100 GTEX 1 100 100 1.0 0.0025 75 8782 -7 2331.6556672809165 2331.7927506015326 100 GTEX 1 100 100 1.0 0.0025 75 8782 -8 2326.28444721838 2318.5646267154825 100 GTEX 1 100 100 1.0 0.0025 75 8782 -9 2321.179298066433 2316.9301367930134 100 GTEX 1 100 100 1.0 0.0025 75 8782 -10 2316.005839027799 2317.183121249703 100 GTEX 1 100 100 1.0 0.0025 75 8782 -11 2313.676268138666 2309.2025346067016 100 GTEX 1 100 100 1.0 0.0025 75 8782 -12 2309.890198172971 2309.491900657973 100 GTEX 1 100 100 1.0 0.0025 75 8782 -13 2306.5329976414782 2302.7906647308696 100 GTEX 1 100 100 1.0 0.0025 75 8782 -14 2304.3003333794777 2297.8131711546457 100 GTEX 1 100 100 1.0 0.0025 75 8782 -15 2302.322188233428 2304.2173482800617 100 GTEX 1 100 100 1.0 0.0025 75 8782 -16 2300.60230381894 2295.0415104042895 100 GTEX 1 100 100 1.0 0.0025 75 8782 -17 2298.337673639765 2292.183981775784 100 GTEX 1 100 100 1.0 0.0025 75 8782 -18 2296.869396164184 2291.125897657735 100 GTEX 1 100 100 1.0 0.0025 75 8782 -19 2293.9463775689564 2291.7233589665516 100 GTEX 1 100 100 1.0 0.0025 75 8782 -20 2293.2077741162557 2288.1612247133435 100 GTEX 1 100 100 1.0 0.0025 75 8782 -21 2291.872225276165 2295.520566294855 100 GTEX 1 100 100 1.0 0.0025 75 8782 -22 2290.872763613077 2285.152633376901 100 GTEX 1 100 100 1.0 0.0025 75 8782 -23 2289.2748899136473 2284.490800632723 100 GTEX 1 100 100 1.0 0.0025 75 8782 -24 2288.8252308491833 2283.6250259921576 100 GTEX 1 100 100 1.0 0.0025 75 8782 -25 2287.4205396923608 2284.0130007203543 100 GTEX 1 100 100 1.0 0.0025 75 8782 -26 2286.544182851245 2281.7945941881535 100 GTEX 1 100 100 1.0 0.0025 75 8782 -27 2285.034317037555 2282.1413861989067 100 GTEX 1 100 100 1.0 0.0025 75 8782 -28 2284.250773838358 2280.290349111811 100 GTEX 1 100 100 1.0 0.0025 75 8782 -29 2283.2157856010517 2278.4312915874525 100 GTEX 1 100 100 1.0 0.0025 75 8782 -30 2283.458092656976 2279.0019800454493 100 GTEX 1 100 100 1.0 0.0025 75 8782 -31 2281.531538290699 2277.8075039359555 100 GTEX 1 100 100 1.0 0.0025 75 8782 -32 2281.6004417018903 2276.350387283151 100 GTEX 1 100 100 1.0 0.0025 75 8782 -33 2281.036992140049 2281.7417753386408 100 GTEX 1 100 100 1.0 0.0025 75 8782 -34 2279.7419020718353 2275.704876685777 100 GTEX 1 100 100 1.0 0.0025 75 8782 -35 2279.174012848703 2277.094448075095 100 GTEX 1 100 100 1.0 0.0025 75 8782 -36 2278.9300716211164 2275.4074447109674 100 GTEX 1 100 100 1.0 0.0025 75 8782 -37 2278.8357370968315 2276.5466067238 100 GTEX 1 100 100 1.0 0.0025 75 8782 -38 2277.467677684448 2276.5896246732414 100 GTEX 1 100 100 1.0 0.0025 75 8782 -39 2277.882757415562 2272.7295636659337 100 GTEX 1 100 100 1.0 0.0025 75 8782 -40 2276.716749733449 2271.2960358246196 100 GTEX 1 100 100 1.0 0.0025 75 8782 -41 2276.276546315078 2270.8592496806677 100 GTEX 1 100 100 1.0 0.0025 75 8782 -42 2276.8672138559436 2279.1282304538972 100 GTEX 1 100 100 1.0 0.0025 75 8782 -43 2275.418931489813 2281.416516902329 100 GTEX 1 100 100 1.0 0.0025 75 8782 -44 2274.395885177005 2269.5429938138664 100 GTEX 1 100 100 1.0 0.0025 75 8782 -45 2274.9673829466005 2272.7315418548005 100 GTEX 1 100 100 1.0 0.0025 75 8782 -46 2274.748362140569 2270.858743761882 100 GTEX 1 100 100 1.0 0.0025 75 8782 -47 2273.6852296237093 2269.748983520972 100 GTEX 1 100 100 1.0 0.0025 75 8782 -48 2273.7486759619765 2272.2858738192135 100 GTEX 1 100 100 1.0 0.0025 75 8782 -49 2273.7355982819845 2268.541906784696 100 GTEX 1 100 100 1.0 0.0025 75 8782 -50 2273.3424892987646 2268.9413199189044 100 GTEX 1 100 100 1.0 0.0025 75 8782 -51 2271.489819359147 2267.070410898883 100 GTEX 1 100 100 1.0 0.0025 75 8782 -52 2272.2500939994275 2269.0327324812856 100 GTEX 1 100 100 1.0 0.0025 75 8782 -53 2271.29318619943 2267.7553655240017 100 GTEX 1 100 100 1.0 0.0025 75 8782 -54 2271.9478910242074 2268.509051768952 100 GTEX 1 100 100 1.0 0.0025 75 8782 -55 2271.3281327365785 2266.292536166231 100 GTEX 1 100 100 1.0 0.0025 75 8782 -56 2270.82047948115 2266.903430779171 100 GTEX 1 100 100 1.0 0.0025 75 8782 -57 2270.956892378418 2264.7665922795863 100 GTEX 1 100 100 1.0 0.0025 75 8782 -58 2270.3931743830954 2266.6965898288972 100 GTEX 1 100 100 1.0 0.0025 75 8782 -59 2270.884454666126 2268.90077586591 100 GTEX 1 100 100 1.0 0.0025 75 8782 -60 2270.488501794061 2267.27279790726 100 GTEX 1 100 100 1.0 0.0025 75 8782 -61 2269.359062983794 2265.922996375951 100 GTEX 1 100 100 1.0 0.0025 75 8782 -62 2269.5696426928325 2266.782092888546 100 GTEX 1 100 100 1.0 0.0025 75 8782 -63 2270.4190292285866 2267.740425603018 100 GTEX 1 100 100 1.0 0.0025 75 8782 -64 2269.3652466245826 2267.4175315247744 100 GTEX 1 100 100 1.0 0.0025 75 8782 -65 2268.8656739673834 2271.8167348651377 100 GTEX 1 100 100 1.0 0.0025 75 8782 -66 2268.8857770278914 2265.052049295984 100 GTEX 1 100 100 1.0 0.0025 75 8782 -67 2268.4826437342795 2269.181718601473 100 GTEX 1 100 100 1.0 0.0025 75 8782 -68 2268.099398372719 2265.7915391813212 100 GTEX 1 100 100 1.0 0.0025 75 8782 -69 2268.385177133604 2266.7572406725285 100 GTEX 1 100 100 1.0 0.0025 75 8782 -70 2268.036938087155 2270.574261451402 100 GTEX 1 100 100 1.0 0.0025 75 8782 -71 2267.9306989544684 2264.015580442015 100 GTEX 1 100 100 1.0 0.0025 75 8782 -72 2268.6517112847177 2261.956691495366 100 GTEX 1 100 100 1.0 0.0025 75 8782 -73 2266.5173727704214 2264.928912376723 100 GTEX 1 100 100 1.0 0.0025 75 8782 -74 2268.860367731949 2269.19248585284 100 GTEX 1 100 100 1.0 0.0025 75 8782 -75 2268.25323337399 2269.222465950273 100 GTEX 1 100 100 1.0 0.0025 75 8782 -76 2267.5246062133183 2266.327314601652 100 GTEX 1 100 100 1.0 0.0025 75 8782 -77 2266.5418505565385 2263.118344151022 100 GTEX 1 100 100 1.0 0.0025 75 8782 -78 2267.916527244928 2272.144886785587 100 GTEX 1 100 100 1.0 0.0025 75 8782 -79 2267.8704648951207 2265.1749884891874 100 GTEX 1 100 100 1.0 0.0025 75 8782 -80 2266.2643709264335 2261.8080144961978 100 GTEX 1 100 100 1.0 0.0025 75 8782 -81 2266.646327528768 2261.0633493865853 100 GTEX 1 100 100 1.0 0.0025 75 8782 -82 2266.03415070112 2262.584286069689 100 GTEX 1 100 100 1.0 0.0025 75 8782 -83 2266.8622601248085 2261.3103640016043 100 GTEX 1 100 100 1.0 0.0025 75 8782 -84 2266.7936867818394 2280.2542237256416 100 GTEX 1 100 100 1.0 0.0025 75 8782 -85 2267.012838490777 2260.7326585892943 100 GTEX 1 100 100 1.0 0.0025 75 8782 -86 2266.3498800778775 2260.1596261956392 100 GTEX 1 100 100 1.0 0.0025 75 8782 -87 2266.018005080972 2260.3160804197364 100 GTEX 1 100 100 1.0 0.0025 75 8782 -88 2266.727246052488 2267.729041037904 100 GTEX 1 100 100 1.0 0.0025 75 8782 -89 2266.0491740789967 2269.8512979369652 100 GTEX 1 100 100 1.0 0.0025 75 8782 -90 2266.3216165002855 2263.288598354325 100 GTEX 1 100 100 1.0 0.0025 75 8782 -91 2265.2364019577462 2261.9629880955918 100 GTEX 1 100 100 1.0 0.0025 75 8782 -92 2266.223254339086 2262.836935413201 100 GTEX 1 100 100 1.0 0.0025 75 8782 -93 2265.0859152186545 2263.388927155121 100 GTEX 1 100 100 1.0 0.0025 75 8782 -94 2266.458624520951 2261.5839797335434 100 GTEX 1 100 100 1.0 0.0025 75 8782 -95 2266.418734645471 2261.4785221230395 100 GTEX 1 100 100 1.0 0.0025 75 8782 -96 2265.309557701877 2262.1073652492278 100 GTEX 1 100 100 1.0 0.0025 75 8782 -97 2267.09164273657 2260.3301291810244 100 GTEX 1 100 100 1.0 0.0025 75 8782 -98 2265.2881610338873 2259.651781205442 100 GTEX 1 100 100 1.0 0.0025 75 8782 -99 2265.6447510977687 2261.0487659294795 100 GTEX 1 100 100 1.0 0.0025 75 8782 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index b7b1391fa..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2924.114333373082 2965.140546095235 100 GTEX 1 50 100 0.5 0.0025 75 869 -1 2464.314375346599 2434.258599691065 100 GTEX 1 50 100 0.5 0.0025 75 869 -2 2406.8551403064594 2377.9419557984793 100 GTEX 1 50 100 0.5 0.0025 75 869 -3 2379.6136446370865 2356.23383194956 100 GTEX 1 50 100 0.5 0.0025 75 869 -4 2359.4180250207132 2353.721302801212 100 GTEX 1 50 100 0.5 0.0025 75 869 -5 2350.169324121166 2336.2649900487168 100 GTEX 1 50 100 0.5 0.0025 75 869 -6 2340.3779185210387 2320.5834283284817 100 GTEX 1 50 100 0.5 0.0025 75 869 -7 2332.128346792229 2314.875132745663 100 GTEX 1 50 100 0.5 0.0025 75 869 -8 2327.14179422909 2310.3225144070816 100 GTEX 1 50 100 0.5 0.0025 75 869 -9 2321.725105985966 2308.1795064831867 100 GTEX 1 50 100 0.5 0.0025 75 869 -10 2318.1113677362814 2313.2334040072483 100 GTEX 1 50 100 0.5 0.0025 75 869 -11 2314.9502307202406 2300.7971627703187 100 GTEX 1 50 100 0.5 0.0025 75 869 -12 2310.813962986971 2295.7662534532437 100 GTEX 1 50 100 0.5 0.0025 75 869 -13 2308.3769767989297 2292.3798920954137 100 GTEX 1 50 100 0.5 0.0025 75 869 -14 2305.870760174529 2296.9416448208767 100 GTEX 1 50 100 0.5 0.0025 75 869 -15 2302.8259980598723 2287.877388493643 100 GTEX 1 50 100 0.5 0.0025 75 869 -16 2301.304036389564 2285.1444801939756 100 GTEX 1 50 100 0.5 0.0025 75 869 -17 2300.6762120484727 2286.253950807985 100 GTEX 1 50 100 0.5 0.0025 75 869 -18 2297.129282428229 2282.878728946352 100 GTEX 1 50 100 0.5 0.0025 75 869 -19 2296.9615656327983 2283.025526155537 100 GTEX 1 50 100 0.5 0.0025 75 869 -20 2295.2396094141986 2290.3292779378567 100 GTEX 1 50 100 0.5 0.0025 75 869 -21 2294.160016759492 2276.7062895452113 100 GTEX 1 50 100 0.5 0.0025 75 869 -22 2291.797579286518 2276.1047242603377 100 GTEX 1 50 100 0.5 0.0025 75 869 -23 2291.607645539481 2275.4754689727897 100 GTEX 1 50 100 0.5 0.0025 75 869 -24 2288.8745720382726 2272.8151716225047 100 GTEX 1 50 100 0.5 0.0025 75 869 -25 2288.4973564627458 2276.261727104622 100 GTEX 1 50 100 0.5 0.0025 75 869 -26 2287.7436781323445 2275.432969938213 100 GTEX 1 50 100 0.5 0.0025 75 869 -27 2286.5507436244407 2272.767589264496 100 GTEX 1 50 100 0.5 0.0025 75 869 -28 2285.566649307504 2271.9392052712096 100 GTEX 1 50 100 0.5 0.0025 75 869 -29 2285.3491206811323 2277.828565938391 100 GTEX 1 50 100 0.5 0.0025 75 869 -30 2283.5199736791287 2270.957140788379 100 GTEX 1 50 100 0.5 0.0025 75 869 -31 2283.257268773272 2269.2872699694035 100 GTEX 1 50 100 0.5 0.0025 75 869 -32 2282.7814470248627 2267.7301327085315 100 GTEX 1 50 100 0.5 0.0025 75 869 -33 2282.1610344548003 2266.7670332179778 100 GTEX 1 50 100 0.5 0.0025 75 869 -34 2281.5843550344703 2265.804720918489 100 GTEX 1 50 100 0.5 0.0025 75 869 -35 2280.0907593482625 2265.05638627317 100 GTEX 1 50 100 0.5 0.0025 75 869 -36 2279.9871595492896 2277.075737434648 100 GTEX 1 50 100 0.5 0.0025 75 869 -37 2279.7252448833365 2264.819296020972 100 GTEX 1 50 100 0.5 0.0025 75 869 -38 2278.427422745623 2265.599642793489 100 GTEX 1 50 100 0.5 0.0025 75 869 -39 2278.463490596653 2265.8195661537547 100 GTEX 1 50 100 0.5 0.0025 75 869 -40 2277.95144270682 2265.3520758451164 100 GTEX 1 50 100 0.5 0.0025 75 869 -41 2277.127914549595 2263.2610494519367 100 GTEX 1 50 100 0.5 0.0025 75 869 -42 2276.6551652027683 2265.242667426628 100 GTEX 1 50 100 0.5 0.0025 75 869 -43 2276.922509089964 2261.2363763961503 100 GTEX 1 50 100 0.5 0.0025 75 869 -44 2275.1128931316516 2263.877110006238 100 GTEX 1 50 100 0.5 0.0025 75 869 -45 2276.355162381496 2262.3664597195816 100 GTEX 1 50 100 0.5 0.0025 75 869 -46 2275.143860256557 2264.0145194050024 100 GTEX 1 50 100 0.5 0.0025 75 869 -47 2275.307683464188 2262.7590536255348 100 GTEX 1 50 100 0.5 0.0025 75 869 -48 2274.2910837326785 2261.7578932613474 100 GTEX 1 50 100 0.5 0.0025 75 869 -49 2274.738046651155 2260.0112481062856 100 GTEX 1 50 100 0.5 0.0025 75 869 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index 206d0b3da..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2913.3606056059452 2773.9439998960315 100 GTEX 1 50 100 0.0 0.0025 75 9724 -1 2458.750063053114 2469.888409168548 100 GTEX 1 50 100 0.0 0.0025 75 9724 -2 2404.2824243094433 2441.3367618227185 100 GTEX 1 50 100 0.0 0.0025 75 9724 -3 2374.696328183798 2370.631613147576 100 GTEX 1 50 100 0.0 0.0025 75 9724 -4 2358.1151716313493 2363.750750987702 100 GTEX 1 50 100 0.0 0.0025 75 9724 -5 2346.9751431731192 2345.840133376901 100 GTEX 1 50 100 0.0 0.0025 75 9724 -6 2337.844844674263 2344.933716284458 100 GTEX 1 50 100 0.0 0.0025 75 9724 -7 2330.4707679833155 2327.6666774967325 100 GTEX 1 50 100 0.0 0.0025 75 9724 -8 2326.4359214285478 2324.624533069451 100 GTEX 1 50 100 0.0 0.0025 75 9724 -9 2320.5017669055583 2322.2149727824976 100 GTEX 1 50 100 0.0 0.0025 75 9724 -10 2317.0436158374155 2315.2605574575214 100 GTEX 1 50 100 0.0 0.0025 75 9724 -11 2313.5998331168466 2313.290591395853 100 GTEX 1 50 100 0.0 0.0025 75 9724 -12 2309.946330917389 2309.0712630703424 100 GTEX 1 50 100 0.0 0.0025 75 9724 -13 2307.016521488914 2308.4067336397934 100 GTEX 1 50 100 0.0 0.0025 75 9724 -14 2304.201185052972 2303.187035854325 100 GTEX 1 50 100 0.0 0.0025 75 9724 -15 2302.052750982855 2301.745469938213 100 GTEX 1 50 100 0.0 0.0025 75 9724 -16 2299.4643313306256 2301.2686855765805 100 GTEX 1 50 100 0.0 0.0025 75 9724 -17 2297.406706844953 2296.4275635693916 100 GTEX 1 50 100 0.0 0.0025 75 9724 -18 2295.947483512836 2295.2292341225047 100 GTEX 1 50 100 0.0 0.0025 75 9724 -19 2294.640803611806 2297.5828685687975 100 GTEX 1 50 100 0.0 0.0025 75 9724 -20 2293.9749320418955 2294.3271419394605 100 GTEX 1 50 100 0.0 0.0025 75 9724 -21 2291.4327960829805 2291.1910228656725 100 GTEX 1 50 100 0.0 0.0025 75 9724 -22 2290.2797293497315 2294.9925913067373 100 GTEX 1 50 100 0.0 0.0025 75 9724 -23 2289.49701324234 2290.9668572139376 100 GTEX 1 50 100 0.0 0.0025 75 9724 -24 2288.720396756496 2292.5486443233126 100 GTEX 1 50 100 0.0 0.0025 75 9724 -25 2286.8849754925827 2287.9249235087927 100 GTEX 1 50 100 0.0 0.0025 75 9724 -26 2285.918271018117 2284.3440006386645 100 GTEX 1 50 100 0.0 0.0025 75 9724 -27 2284.8163426553256 2286.30923334274 100 GTEX 1 50 100 0.0 0.0025 75 9724 -28 2284.062549462524 2285.097765788379 100 GTEX 1 50 100 0.0 0.0025 75 9724 -29 2284.2879625390747 2290.410766137417 100 GTEX 1 50 100 0.0 0.0025 75 9724 -30 2282.832909300069 2283.613785312203 100 GTEX 1 50 100 0.0 0.0025 75 9724 -31 2281.886803362379 2281.625952426925 100 GTEX 1 50 100 0.0 0.0025 75 9724 -32 2281.4444287248634 2281.8600953540877 100 GTEX 1 50 100 0.0 0.0025 75 9724 -33 2280.828447641107 2286.1285646387832 100 GTEX 1 50 100 0.0 0.0025 75 9724 -34 2279.9110441255234 2280.874488511466 100 GTEX 1 50 100 0.0 0.0025 75 9724 -35 2278.822568486255 2278.8553072273053 100 GTEX 1 50 100 0.0 0.0025 75 9724 -36 2278.532753397699 2278.0905798850404 100 GTEX 1 50 100 0.0 0.0025 75 9724 -37 2278.26058162771 2279.790660089413 100 GTEX 1 50 100 0.0 0.0025 75 9724 -38 2278.658910531938 2280.2074833278875 100 GTEX 1 50 100 0.0 0.0025 75 9724 -39 2277.1420933767877 2279.3975881134147 100 GTEX 1 50 100 0.0 0.0025 75 9724 -40 2276.616398987932 2278.2377651200095 100 GTEX 1 50 100 0.0 0.0025 75 9724 -41 2275.740952999977 2280.7165378817135 100 GTEX 1 50 100 0.0 0.0025 75 9724 -42 2275.4833868326323 2277.3491647234437 100 GTEX 1 50 100 0.0 0.0025 75 9724 -43 2275.328460870656 2279.2655869400546 100 GTEX 1 50 100 0.0 0.0025 75 9724 -44 2274.7093111164936 2280.2739090720056 100 GTEX 1 50 100 0.0 0.0025 75 9724 -45 2274.941224182522 2274.747916914211 100 GTEX 1 50 100 0.0 0.0025 75 9724 -46 2272.6072873101134 2278.3316060925617 100 GTEX 1 50 100 0.0 0.0025 75 9724 -47 2273.6993868400596 2274.128151549133 100 GTEX 1 50 100 0.0 0.0025 75 9724 -48 2273.2039720779667 2281.576362174727 100 GTEX 1 50 100 0.0 0.0025 75 9724 -49 2272.846972491203 2273.0655466522103 100 GTEX 1 50 100 0.0 0.0025 75 9724 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index 327c3cbc0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2911.3323668885587 2801.996439074382 100 GTEX 1 50 100 1.0 0.0025 75 365 -1 2460.36498628872 2455.1393662369296 100 GTEX 1 50 100 1.0 0.0025 75 365 -2 2404.6659004531366 2401.1728339249644 100 GTEX 1 50 100 1.0 0.0025 75 365 -3 2374.828579627134 2386.033500178232 100 GTEX 1 50 100 1.0 0.0025 75 365 -4 2359.897684215152 2362.0761857993703 100 GTEX 1 50 100 1.0 0.0025 75 365 -5 2346.6010162202006 2347.6323418562856 100 GTEX 1 50 100 1.0 0.0025 75 365 -6 2338.532104092464 2354.3458340140805 100 GTEX 1 50 100 1.0 0.0025 75 365 -7 2330.3044867615795 2332.5614074010814 100 GTEX 1 50 100 1.0 0.0025 75 365 -8 2324.1799491252923 2330.7358695490734 100 GTEX 1 50 100 1.0 0.0025 75 365 -9 2320.5190128992485 2353.949608632367 100 GTEX 1 50 100 1.0 0.0025 75 365 -10 2316.9627902042125 2328.367234842859 100 GTEX 1 50 100 1.0 0.0025 75 365 -11 2311.5844517417 2319.0521616192373 100 GTEX 1 50 100 1.0 0.0025 75 365 -12 2309.135545497889 2314.5576784547293 100 GTEX 1 50 100 1.0 0.0025 75 365 -13 2305.807321082857 2315.045577248693 100 GTEX 1 50 100 1.0 0.0025 75 365 -14 2302.777051333126 2311.7000932004516 100 GTEX 1 50 100 1.0 0.0025 75 365 -15 2301.4646275642117 2306.5486972359195 100 GTEX 1 50 100 1.0 0.0025 75 365 -16 2298.4724399610573 2320.0309798672174 100 GTEX 1 50 100 1.0 0.0025 75 365 -17 2297.148400209692 2305.105835425083 100 GTEX 1 50 100 1.0 0.0025 75 365 -18 2294.687859415643 2302.5534974304896 100 GTEX 1 50 100 1.0 0.0025 75 365 -19 2294.916305566169 2300.0372254114186 100 GTEX 1 50 100 1.0 0.0025 75 365 -20 2291.538317054885 2299.8910640818085 100 GTEX 1 50 100 1.0 0.0025 75 365 -21 2290.7019699546368 2296.3202948624644 100 GTEX 1 50 100 1.0 0.0025 75 365 -22 2288.8893159709387 2297.5434765253685 100 GTEX 1 50 100 1.0 0.0025 75 365 -23 2288.433044839764 2294.7480737954493 100 GTEX 1 50 100 1.0 0.0025 75 365 -24 2287.2301436589764 2295.974977906666 100 GTEX 1 50 100 1.0 0.0025 75 365 -25 2285.764685882539 2293.6344295835315 100 GTEX 1 50 100 1.0 0.0025 75 365 -26 2284.652045788578 2293.513194733246 100 GTEX 1 50 100 1.0 0.0025 75 365 -27 2284.739465307532 2297.556842064223 100 GTEX 1 50 100 1.0 0.0025 75 365 -28 2283.132925660353 2291.837446901735 100 GTEX 1 50 100 1.0 0.0025 75 365 -29 2283.162051479605 2290.929353315114 100 GTEX 1 50 100 1.0 0.0025 75 365 -30 2281.491294956741 2289.7289537785173 100 GTEX 1 50 100 1.0 0.0025 75 365 -31 2281.2143751970248 2295.594259631951 100 GTEX 1 50 100 1.0 0.0025 75 365 -32 2280.4628408530125 2286.3400739662547 100 GTEX 1 50 100 1.0 0.0025 75 365 -33 2279.1607433531444 2289.1037662636645 100 GTEX 1 50 100 1.0 0.0025 75 365 -34 2278.658456936348 2285.705111543489 100 GTEX 1 50 100 1.0 0.0025 75 365 -35 2278.3846214409677 2285.9796342160766 100 GTEX 1 50 100 1.0 0.0025 75 365 -36 2277.751932133084 2293.229734471542 100 GTEX 1 50 100 1.0 0.0025 75 365 -37 2277.648348941966 2286.709448520675 100 GTEX 1 50 100 1.0 0.0025 75 365 -38 2276.686156465799 2288.9998161983126 100 GTEX 1 50 100 1.0 0.0025 75 365 -39 2276.8135323174415 2284.836483335314 100 GTEX 1 50 100 1.0 0.0025 75 365 -40 2275.5999909430457 2283.3756860073076 100 GTEX 1 50 100 1.0 0.0025 75 365 -41 2275.0032074306637 2280.3327692416233 100 GTEX 1 50 100 1.0 0.0025 75 365 -42 2274.969921601641 2283.9285187811906 100 GTEX 1 50 100 1.0 0.0025 75 365 -43 2275.0347788081294 2284.6198637639613 100 GTEX 1 50 100 1.0 0.0025 75 365 -44 2274.5115330205417 2282.8036060405775 100 GTEX 1 50 100 1.0 0.0025 75 365 -45 2273.5724628561716 2279.572180222196 100 GTEX 1 50 100 1.0 0.0025 75 365 -46 2272.7298822915704 2281.6501501975404 100 GTEX 1 50 100 1.0 0.0025 75 365 -47 2272.8112520383306 2285.1726677608126 100 GTEX 1 50 100 1.0 0.0025 75 365 -48 2272.3128964996417 2281.7483884862168 100 GTEX 1 50 100 1.0 0.0025 75 365 -49 2272.9902476303378 2286.3819269100522 100 GTEX 1 50 100 1.0 0.0025 75 365 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 83aa120d6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3089.2314028386845 3633.043567033775 150 GTEX 1 100 100 0.5 0.0025 75 3063 -1 2505.1975587123775 2565.510612226711 150 GTEX 1 100 100 0.5 0.0025 75 3063 -2 2436.847788932319 2439.274929728345 150 GTEX 1 100 100 0.5 0.0025 75 3063 -3 2402.833162518279 2422.686893361603 150 GTEX 1 100 100 0.5 0.0025 75 3063 -4 2382.5034248027277 2392.544585369386 150 GTEX 1 100 100 0.5 0.0025 75 3063 -5 2367.389046376971 2374.3015559091314 150 GTEX 1 100 100 0.5 0.0025 75 3063 -6 2356.08506919802 2386.4576912651496 150 GTEX 1 100 100 0.5 0.0025 75 3063 -7 2348.505165249188 2355.5104734471543 150 GTEX 1 100 100 0.5 0.0025 75 3063 -8 2341.725302881886 2344.878023909072 150 GTEX 1 100 100 0.5 0.0025 75 3063 -9 2334.7556135581162 2344.2940167909337 150 GTEX 1 100 100 0.5 0.0025 75 3063 -10 2330.005195396055 2336.8741854243403 150 GTEX 1 100 100 0.5 0.0025 75 3063 -11 2325.3934989067698 2333.0354379864248 150 GTEX 1 100 100 0.5 0.0025 75 3063 -12 2323.585488933186 2336.406665410379 150 GTEX 1 100 100 0.5 0.0025 75 3063 -13 2319.363401682737 2324.4641758443736 150 GTEX 1 100 100 0.5 0.0025 75 3063 -14 2315.685009311746 2324.363784848057 150 GTEX 1 100 100 0.5 0.0025 75 3063 -15 2312.99900912483 2326.005418436609 150 GTEX 1 100 100 0.5 0.0025 75 3063 -16 2310.979518827118 2328.209436917033 150 GTEX 1 100 100 0.5 0.0025 75 3063 -17 2308.5709191766878 2317.773285724364 150 GTEX 1 100 100 0.5 0.0025 75 3063 -18 2306.9812654628413 2313.138213763219 150 GTEX 1 100 100 0.5 0.0025 75 3063 -19 2303.8712848692744 2320.239375241356 150 GTEX 1 100 100 0.5 0.0025 75 3063 -20 2302.6471990801106 2313.773730375921 150 GTEX 1 100 100 0.5 0.0025 75 3063 -21 2300.486026656329 2309.6777571181383 150 GTEX 1 100 100 0.5 0.0025 75 3063 -22 2298.9312769284506 2306.704090423004 150 GTEX 1 100 100 0.5 0.0025 75 3063 -23 2296.870650186173 2307.5058134245783 150 GTEX 1 100 100 0.5 0.0025 75 3063 -24 2295.9442143442766 2303.28962272383 150 GTEX 1 100 100 0.5 0.0025 75 3063 -25 2294.14608343972 2309.5839323906844 150 GTEX 1 100 100 0.5 0.0025 75 3063 -26 2293.887621892371 2309.9660268573252 150 GTEX 1 100 100 0.5 0.0025 75 3063 -27 2291.842565388013 2302.855972348057 150 GTEX 1 100 100 0.5 0.0025 75 3063 -28 2292.333817522793 2300.0332834222017 150 GTEX 1 100 100 0.5 0.0025 75 3063 -29 2291.5293956711057 2298.6885345807095 150 GTEX 1 100 100 0.5 0.0025 75 3063 -30 2288.8808547588415 2296.4805040250712 150 GTEX 1 100 100 0.5 0.0025 75 3063 -31 2287.9244475412534 2295.6391179189936 150 GTEX 1 100 100 0.5 0.0025 75 3063 -32 2287.528457249937 2295.2463545998694 150 GTEX 1 100 100 0.5 0.0025 75 3063 -33 2285.935449213592 2295.5099229703837 150 GTEX 1 100 100 0.5 0.0025 75 3063 -34 2286.161549736709 2302.580138928083 150 GTEX 1 100 100 0.5 0.0025 75 3063 -35 2284.9382959907607 2296.8312222440886 150 GTEX 1 100 100 0.5 0.0025 75 3063 -36 2284.6698423945513 2298.5798214524416 150 GTEX 1 100 100 0.5 0.0025 75 3063 -37 2283.0958485726733 2297.2629459511645 150 GTEX 1 100 100 0.5 0.0025 75 3063 -38 2283.1320930755764 2294.4370697369595 150 GTEX 1 100 100 0.5 0.0025 75 3063 -39 2282.631375198469 2293.6429981768356 150 GTEX 1 100 100 0.5 0.0025 75 3063 -40 2281.9153898647523 2296.217366381743 150 GTEX 1 100 100 0.5 0.0025 75 3063 -41 2281.2684144749114 2291.149790948788 150 GTEX 1 100 100 0.5 0.0025 75 3063 -42 2280.77852858119 2291.0543760582523 150 GTEX 1 100 100 0.5 0.0025 75 3063 -43 2280.907524910751 2290.2104171926985 150 GTEX 1 100 100 0.5 0.0025 75 3063 -44 2278.555326283488 2288.5484001826876 150 GTEX 1 100 100 0.5 0.0025 75 3063 -45 2278.2544369792768 2286.6820151905595 150 GTEX 1 100 100 0.5 0.0025 75 3063 -46 2278.062332889907 2286.7386149707404 150 GTEX 1 100 100 0.5 0.0025 75 3063 -47 2278.433277788139 2300.7479470836797 150 GTEX 1 100 100 0.5 0.0025 75 3063 -48 2276.7025387478793 2288.7625913438687 150 GTEX 1 100 100 0.5 0.0025 75 3063 -49 2276.8410149390234 2286.657127235326 150 GTEX 1 100 100 0.5 0.0025 75 3063 -50 2276.8726236325856 2288.206355918043 150 GTEX 1 100 100 0.5 0.0025 75 3063 -51 2276.7760873554603 2285.1931226607057 150 GTEX 1 100 100 0.5 0.0025 75 3063 -52 2275.1046843383183 2292.161803503 150 GTEX 1 100 100 0.5 0.0025 75 3063 -53 2275.5784184742065 2284.5969558541765 150 GTEX 1 100 100 0.5 0.0025 75 3063 -54 2275.0794093493764 2283.2382334429954 150 GTEX 1 100 100 0.5 0.0025 75 3063 -55 2275.2059176855914 2285.5968240368047 150 GTEX 1 100 100 0.5 0.0025 75 3063 -56 2273.9752140917544 2283.2617090029407 150 GTEX 1 100 100 0.5 0.0025 75 3063 -57 2273.4897857050314 2282.2844688502555 150 GTEX 1 100 100 0.5 0.0025 75 3063 -58 2272.6316259925516 2284.4597771358126 150 GTEX 1 100 100 0.5 0.0025 75 3063 -59 2272.3627361564763 2282.238918057866 150 GTEX 1 100 100 0.5 0.0025 75 3063 -60 2272.119574466527 2282.62617939416 150 GTEX 1 100 100 0.5 0.0025 75 3063 -61 2272.0210360144943 2281.8175680066242 150 GTEX 1 100 100 0.5 0.0025 75 3063 -62 2271.7032041709854 2283.601641404765 150 GTEX 1 100 100 0.5 0.0025 75 3063 -63 2272.394662874987 2281.491616136674 150 GTEX 1 100 100 0.5 0.0025 75 3063 -64 2270.8677279 2280.7130428647815 150 GTEX 1 100 100 0.5 0.0025 75 3063 -65 2271.076330268548 2279.2508456734195 150 GTEX 1 100 100 0.5 0.0025 75 3063 -66 2271.190579287137 2281.1539357696647 150 GTEX 1 100 100 0.5 0.0025 75 3063 -67 2270.6420182030342 2285.7018309618584 150 GTEX 1 100 100 0.5 0.0025 75 3063 -68 2269.63360134732 2280.1411847596837 150 GTEX 1 100 100 0.5 0.0025 75 3063 -69 2269.940303246021 2279.609432089918 150 GTEX 1 100 100 0.5 0.0025 75 3063 -70 2270.7781748132493 2280.20746476206 150 GTEX 1 100 100 0.5 0.0025 75 3063 -71 2269.4323714737707 2283.4278634074976 150 GTEX 1 100 100 0.5 0.0025 75 3063 -72 2270.1916898729633 2281.788039058787 150 GTEX 1 100 100 0.5 0.0025 75 3063 -73 2268.859776837881 2280.177735767437 150 GTEX 1 100 100 0.5 0.0025 75 3063 -74 2268.904917013334 2289.6786719492634 150 GTEX 1 100 100 0.5 0.0025 75 3063 -75 2270.923817242213 2285.696583795004 150 GTEX 1 100 100 0.5 0.0025 75 3063 -76 2268.8057931086273 2279.555503932242 150 GTEX 1 100 100 0.5 0.0025 75 3063 -77 2267.691361738886 2275.958981590126 150 GTEX 1 100 100 0.5 0.0025 75 3063 -78 2268.452994638654 2277.438729521893 150 GTEX 1 100 100 0.5 0.0025 75 3063 -79 2267.631280219075 2288.4297677972017 150 GTEX 1 100 100 0.5 0.0025 75 3063 -80 2267.4271276725235 2275.7811826988773 150 GTEX 1 100 100 0.5 0.0025 75 3063 -81 2266.663018190862 2276.740122980038 150 GTEX 1 100 100 0.5 0.0025 75 3063 -82 2267.434717823261 2277.9531486714295 150 GTEX 1 100 100 0.5 0.0025 75 3063 -83 2266.5995062979873 2277.6244249235087 150 GTEX 1 100 100 0.5 0.0025 75 3063 -84 2267.049333581454 2277.70457267036 150 GTEX 1 100 100 0.5 0.0025 75 3063 -85 2267.63246422503 2278.2595725403994 150 GTEX 1 100 100 0.5 0.0025 75 3063 -86 2266.1519063238584 2276.5705287918845 150 GTEX 1 100 100 0.5 0.0025 75 3063 -87 2267.1508044545776 2277.0141091002256 150 GTEX 1 100 100 0.5 0.0025 75 3063 -88 2266.818806678173 2278.755683927935 150 GTEX 1 100 100 0.5 0.0025 75 3063 -89 2266.3308694738134 2274.6844440648765 150 GTEX 1 100 100 0.5 0.0025 75 3063 -90 2265.911485342588 2279.600913160201 150 GTEX 1 100 100 0.5 0.0025 75 3063 -91 2265.348362857492 2277.7225471757665 150 GTEX 1 100 100 0.5 0.0025 75 3063 -92 2265.8187111830075 2275.2806619274297 150 GTEX 1 100 100 0.5 0.0025 75 3063 -93 2266.1361305121573 2274.8869624264794 150 GTEX 1 100 100 0.5 0.0025 75 3063 -94 2264.960011844186 2274.1201580323195 150 GTEX 1 100 100 0.5 0.0025 75 3063 -95 2265.774445705106 2275.7000203295806 150 GTEX 1 100 100 0.5 0.0025 75 3063 -96 2265.7330337094068 2274.202906387387 150 GTEX 1 100 100 0.5 0.0025 75 3063 -97 2264.5588302314122 2280.0331975552517 150 GTEX 1 100 100 0.5 0.0025 75 3063 -98 2264.8517205325074 2274.358743761882 150 GTEX 1 100 100 0.5 0.0025 75 3063 -99 2264.494324136639 2282.45061490019 150 GTEX 1 100 100 0.5 0.0025 75 3063 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index 8d9fd9a10..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3096.544598099195 3565.7057645964533 150 GTEX 1 100 100 0.0 0.0025 75 5847 -1 2500.5588823243734 2657.3566820267943 150 GTEX 1 100 100 0.0 0.0025 75 5847 -2 2437.859913414278 2491.3765767028576 150 GTEX 1 100 100 0.0 0.0025 75 5847 -3 2400.363482452615 2405.3382259702503 150 GTEX 1 100 100 0.0 0.0025 75 5847 -4 2380.5238342833163 2393.8666945772934 150 GTEX 1 100 100 0.0 0.0025 75 5847 -5 2366.1493742706984 2416.6455604930343 150 GTEX 1 100 100 0.0 0.0025 75 5847 -6 2356.2261608942163 2372.7713525576282 150 GTEX 1 100 100 0.0 0.0025 75 5847 -7 2348.5212197066535 2361.9649658203125 150 GTEX 1 100 100 0.0 0.0025 75 5847 -8 2340.177031145814 2365.648918586992 150 GTEX 1 100 100 0.0 0.0025 75 5847 -9 2335.1820394198267 2349.6600158459332 150 GTEX 1 100 100 0.0 0.0025 75 5847 -10 2329.91687126478 2341.8314817015207 150 GTEX 1 100 100 0.0 0.0025 75 5847 -11 2325.6318360148657 2341.2250071478434 150 GTEX 1 100 100 0.0 0.0025 75 5847 -12 2321.7697758806084 2334.2282891219106 150 GTEX 1 100 100 0.0 0.0025 75 5847 -13 2319.0180044104686 2332.8878259695075 150 GTEX 1 100 100 0.0 0.0025 75 5847 -14 2315.317335361486 2329.39405851763 150 GTEX 1 100 100 0.0 0.0025 75 5847 -15 2312.940336126479 2323.9997741931293 150 GTEX 1 100 100 0.0 0.0025 75 5847 -16 2310.968421375939 2324.144281075481 150 GTEX 1 100 100 0.0 0.0025 75 5847 -17 2308.463420116424 2321.9867783463046 150 GTEX 1 100 100 0.0 0.0025 75 5847 -18 2305.908213492015 2319.8872604080025 150 GTEX 1 100 100 0.0 0.0025 75 5847 -19 2303.883969866337 2321.2354109731464 150 GTEX 1 100 100 0.0 0.0025 75 5847 -20 2301.98726652038 2315.2690051408777 150 GTEX 1 100 100 0.0 0.0025 75 5847 -21 2299.4516302930574 2318.3783028606226 150 GTEX 1 100 100 0.0 0.0025 75 5847 -22 2298.956552948936 2313.322809603731 150 GTEX 1 100 100 0.0 0.0025 75 5847 -23 2296.761649997607 2320.2268247423062 150 GTEX 1 100 100 0.0 0.0025 75 5847 -24 2295.233921688084 2309.6243485715454 150 GTEX 1 100 100 0.0 0.0025 75 5847 -25 2294.046915978077 2309.5225881134147 150 GTEX 1 100 100 0.0 0.0025 75 5847 -26 2292.5538318860085 2314.958984607073 150 GTEX 1 100 100 0.0 0.0025 75 5847 -27 2291.6757037810617 2308.9191154218897 150 GTEX 1 100 100 0.0 0.0025 75 5847 -28 2291.0137539600964 2306.19391634981 150 GTEX 1 100 100 0.0 0.0025 75 5847 -29 2289.058237712663 2306.8416274618285 150 GTEX 1 100 100 0.0 0.0025 75 5847 -30 2288.617742805807 2303.664728084898 150 GTEX 1 100 100 0.0 0.0025 75 5847 -31 2288.177573583113 2304.6369489662547 150 GTEX 1 100 100 0.0 0.0025 75 5847 -32 2287.3630599580697 2304.536319399061 150 GTEX 1 100 100 0.0 0.0025 75 5847 -33 2285.8701704151595 2300.1159489272663 150 GTEX 1 100 100 0.0 0.0025 75 5847 -34 2285.1920272651464 2302.1965343634893 150 GTEX 1 100 100 0.0 0.0025 75 5847 -35 2284.739829880894 2299.7653813235206 150 GTEX 1 100 100 0.0 0.0025 75 5847 -36 2283.6367264092128 2303.4499889997473 150 GTEX 1 100 100 0.0 0.0025 75 5847 -37 2284.0048098307775 2308.0217709849544 150 GTEX 1 100 100 0.0 0.0025 75 5847 -38 2282.191489959778 2297.1855387524506 150 GTEX 1 100 100 0.0 0.0025 75 5847 -39 2281.3305565034298 2299.1968968612614 150 GTEX 1 100 100 0.0 0.0025 75 5847 -40 2280.393922871265 2296.129867031547 150 GTEX 1 100 100 0.0 0.0025 75 5847 -41 2280.6582754362194 2304.493864690396 150 GTEX 1 100 100 0.0 0.0025 75 5847 -42 2279.4491495849893 2295.180928161389 150 GTEX 1 100 100 0.0 0.0025 75 5847 -43 2278.7064973745146 2296.1499775353495 150 GTEX 1 100 100 0.0 0.0025 75 5847 -44 2278.454835402748 2292.541086871361 150 GTEX 1 100 100 0.0 0.0025 75 5847 -45 2277.3448958646236 2303.8767050391366 150 GTEX 1 100 100 0.0 0.0025 75 5847 -46 2278.0904815535214 2293.9907131412638 150 GTEX 1 100 100 0.0 0.0025 75 5847 -47 2276.766620517117 2294.8886839427873 150 GTEX 1 100 100 0.0 0.0025 75 5847 -48 2277.0559875030535 2291.9960677578424 150 GTEX 1 100 100 0.0 0.0025 75 5847 -49 2275.9075015720728 2292.5005172903548 150 GTEX 1 100 100 0.0 0.0025 75 5847 -50 2275.000255926013 2300.9034414545213 150 GTEX 1 100 100 0.0 0.0025 75 5847 -51 2275.223909653063 2292.1373889763545 150 GTEX 1 100 100 0.0 0.0025 75 5847 -52 2274.8982549683274 2292.49882060584 150 GTEX 1 100 100 0.0 0.0025 75 5847 -53 2276.117489329711 2298.654860811995 150 GTEX 1 100 100 0.0 0.0025 75 5847 -54 2275.675180685209 2293.288413160201 150 GTEX 1 100 100 0.0 0.0025 75 5847 -55 2274.188495207654 2296.495579940738 150 GTEX 1 100 100 0.0 0.0025 75 5847 -56 2272.889613519743 2288.885803686802 150 GTEX 1 100 100 0.0 0.0025 75 5847 -57 2272.9830487183685 2288.2877986313274 150 GTEX 1 100 100 0.0 0.0025 75 5847 -58 2272.2713628075653 2290.161478136882 150 GTEX 1 100 100 0.0 0.0025 75 5847 -59 2271.9881302577787 2289.917654523378 150 GTEX 1 100 100 0.0 0.0025 75 5847 -60 2271.799333375145 2286.439799841819 150 GTEX 1 100 100 0.0 0.0025 75 5847 -61 2271.5716127351507 2288.2039098703362 150 GTEX 1 100 100 0.0 0.0025 75 5847 -62 2271.4409044297377 2286.7911154163203 150 GTEX 1 100 100 0.0 0.0025 75 5847 -63 2272.277601713312 2293.152837136852 150 GTEX 1 100 100 0.0 0.0025 75 5847 -64 2270.185004205604 2286.4172927218247 150 GTEX 1 100 100 0.0 0.0025 75 5847 -65 2270.091850618431 2290.6900551219405 150 GTEX 1 100 100 0.0 0.0025 75 5847 -66 2270.480963323667 2286.623209790132 150 GTEX 1 100 100 0.0 0.0025 75 5847 -67 2269.6912436786997 2287.448600507961 150 GTEX 1 100 100 0.0 0.0025 75 5847 -68 2269.5170696512805 2290.897475558089 150 GTEX 1 100 100 0.0 0.0025 75 5847 -69 2269.8892604996718 2288.9092314397426 150 GTEX 1 100 100 0.0 0.0025 75 5847 -70 2269.6541898265436 2286.6795593957936 150 GTEX 1 100 100 0.0 0.0025 75 5847 -71 2269.0396930311376 2291.753713629545 150 GTEX 1 100 100 0.0 0.0025 75 5847 -72 2269.7420924432404 2284.661185725107 150 GTEX 1 100 100 0.0 0.0025 75 5847 -73 2268.6090322180007 2285.063377235326 150 GTEX 1 100 100 0.0 0.0025 75 5847 -74 2267.8140394759425 2284.7925607659517 150 GTEX 1 100 100 0.0 0.0025 75 5847 -75 2267.6619915469114 2283.447319697971 150 GTEX 1 100 100 0.0 0.0025 75 5847 -76 2268.037545924329 2284.1404302908895 150 GTEX 1 100 100 0.0 0.0025 75 5847 -77 2268.1287779775307 2286.9021242090957 150 GTEX 1 100 100 0.0 0.0025 75 5847 -78 2266.6603624298136 2301.232383350909 150 GTEX 1 100 100 0.0 0.0025 75 5847 -79 2267.5427066863017 2289.5592744196324 150 GTEX 1 100 100 0.0 0.0025 75 5847 -80 2268.529366168954 2282.709547151631 150 GTEX 1 100 100 0.0 0.0025 75 5847 -81 2266.7391407838577 2282.229003674177 150 GTEX 1 100 100 0.0 0.0025 75 5847 -82 2266.694589000979 2286.5484776950157 150 GTEX 1 100 100 0.0 0.0025 75 5847 -83 2265.446435748026 2283.6420431971096 150 GTEX 1 100 100 0.0 0.0025 75 5847 -84 2266.1317649157104 2285.3678646885396 150 GTEX 1 100 100 0.0 0.0025 75 5847 -85 2265.956200779888 2282.9915228433933 150 GTEX 1 100 100 0.0 0.0025 75 5847 -86 2265.2836491129547 2283.802965519546 150 GTEX 1 100 100 0.0 0.0025 75 5847 -87 2266.226031229163 2281.2325123834066 150 GTEX 1 100 100 0.0 0.0025 75 5847 -88 2264.9491781329634 2283.3279685829075 150 GTEX 1 100 100 0.0 0.0025 75 5847 -89 2265.1947835243477 2282.433653624792 150 GTEX 1 100 100 0.0 0.0025 75 5847 -90 2265.115331881676 2280.7579057932808 150 GTEX 1 100 100 0.0 0.0025 75 5847 -91 2264.685956114208 2282.8368374784636 150 GTEX 1 100 100 0.0 0.0025 75 5847 -92 2264.9373533918397 2281.2835150308933 150 GTEX 1 100 100 0.0 0.0025 75 5847 -93 2265.4413899773967 2289.4746288691185 150 GTEX 1 100 100 0.0 0.0025 75 5847 -94 2265.7553933493073 2286.5408111688303 150 GTEX 1 100 100 0.0 0.0025 75 5847 -95 2265.309831189923 2281.114983504263 150 GTEX 1 100 100 0.0 0.0025 75 5847 -96 2264.85942435937 2281.5513591113654 150 GTEX 1 100 100 0.0 0.0025 75 5847 -97 2263.509259111214 2283.4239160806055 150 GTEX 1 100 100 0.0 0.0025 75 5847 -98 2264.3471094802176 2280.471716587081 150 GTEX 1 100 100 0.0 0.0025 75 5847 -99 2263.2987767025425 2281.937470062604 150 GTEX 1 100 100 0.0 0.0025 75 5847 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index 9db7748ae..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3093.6176324564112 3385.9705666661716 150 GTEX 1 100 100 1.0 0.0025 75 6450 -1 2497.1616001792 2600.0139596453187 150 GTEX 1 100 100 1.0 0.0025 75 6450 -2 2433.330897867056 2424.1450696589827 150 GTEX 1 100 100 1.0 0.0025 75 6450 -3 2400.0637281818176 2418.912764748693 150 GTEX 1 100 100 1.0 0.0025 75 6450 -4 2383.5831987512543 2374.8140409636408 150 GTEX 1 100 100 1.0 0.0025 75 6450 -5 2367.441064783219 2358.912552169974 150 GTEX 1 100 100 1.0 0.0025 75 6450 -6 2356.1799148264613 2362.1078683831392 150 GTEX 1 100 100 1.0 0.0025 75 6450 -7 2347.3241094063587 2370.0335823320165 150 GTEX 1 100 100 1.0 0.0025 75 6450 -8 2341.5680317309057 2348.272407096602 150 GTEX 1 100 100 1.0 0.0025 75 6450 -9 2335.980022504159 2340.2814644353016 150 GTEX 1 100 100 1.0 0.0025 75 6450 -10 2332.2038924943636 2326.396407326818 150 GTEX 1 100 100 1.0 0.0025 75 6450 -11 2326.646562488653 2325.59302778933 150 GTEX 1 100 100 1.0 0.0025 75 6450 -12 2324.1866004422436 2323.9835446433876 150 GTEX 1 100 100 1.0 0.0025 75 6450 -13 2319.7563983824157 2315.1065019382722 150 GTEX 1 100 100 1.0 0.0025 75 6450 -14 2316.0300404117593 2317.7643249279645 150 GTEX 1 100 100 1.0 0.0025 75 6450 -15 2314.4519573698026 2325.663215898289 150 GTEX 1 100 100 1.0 0.0025 75 6450 -16 2310.051910352037 2308.239018777477 150 GTEX 1 100 100 1.0 0.0025 75 6450 -17 2308.9493813213003 2308.538659621554 150 GTEX 1 100 100 1.0 0.0025 75 6450 -18 2306.8184470046444 2303.3374868182627 150 GTEX 1 100 100 1.0 0.0025 75 6450 -19 2306.0573961276673 2306.7595808950214 150 GTEX 1 100 100 1.0 0.0025 75 6450 -20 2302.439947776033 2300.445035869178 150 GTEX 1 100 100 1.0 0.0025 75 6450 -21 2301.216356869999 2301.8201551546163 150 GTEX 1 100 100 1.0 0.0025 75 6450 -22 2299.0292262916164 2303.744417255822 150 GTEX 1 100 100 1.0 0.0025 75 6450 -23 2297.9138341935723 2307.7286943210847 150 GTEX 1 100 100 1.0 0.0025 75 6450 -24 2297.8927272604424 2303.145283630139 150 GTEX 1 100 100 1.0 0.0025 75 6450 -25 2295.364449550701 2292.0264321678947 150 GTEX 1 100 100 1.0 0.0025 75 6450 -26 2294.167988271966 2292.2354866288915 150 GTEX 1 100 100 1.0 0.0025 75 6450 -27 2292.7675825348497 2293.7547895192192 150 GTEX 1 100 100 1.0 0.0025 75 6450 -28 2292.2619480879716 2292.4433101755585 150 GTEX 1 100 100 1.0 0.0025 75 6450 -29 2290.923458626017 2295.1506143432152 150 GTEX 1 100 100 1.0 0.0025 75 6450 -30 2290.408225277403 2290.0480539300142 150 GTEX 1 100 100 1.0 0.0025 75 6450 -31 2289.148044146567 2290.093194881773 150 GTEX 1 100 100 1.0 0.0025 75 6450 -32 2288.6524417208707 2287.1003130198433 150 GTEX 1 100 100 1.0 0.0025 75 6450 -33 2287.0112141961467 2285.5619796926985 150 GTEX 1 100 100 1.0 0.0025 75 6450 -34 2286.0179338786625 2285.6519919275784 150 GTEX 1 100 100 1.0 0.0025 75 6450 -35 2285.3203583521213 2284.10843278428 150 GTEX 1 100 100 1.0 0.0025 75 6450 -36 2284.919030363285 2286.030731549281 150 GTEX 1 100 100 1.0 0.0025 75 6450 -37 2284.706361984393 2281.4533747103733 150 GTEX 1 100 100 1.0 0.0025 75 6450 -38 2283.35815053174 2283.171551026319 150 GTEX 1 100 100 1.0 0.0025 75 6450 -39 2282.961091690007 2283.801858067966 150 GTEX 1 100 100 1.0 0.0025 75 6450 -40 2281.7552557929434 2281.381851718453 150 GTEX 1 100 100 1.0 0.0025 75 6450 -41 2281.7765050533267 2282.2956023125594 150 GTEX 1 100 100 1.0 0.0025 75 6450 -42 2280.8151086710745 2280.6441297639913 150 GTEX 1 100 100 1.0 0.0025 75 6450 -43 2280.0971319936607 2280.8908385070104 150 GTEX 1 100 100 1.0 0.0025 75 6450 -44 2280.2316117005125 2279.0839723072127 150 GTEX 1 100 100 1.0 0.0025 75 6450 -45 2279.4046457688964 2281.746433504634 150 GTEX 1 100 100 1.0 0.0025 75 6450 -46 2278.9891379986893 2284.919341228761 150 GTEX 1 100 100 1.0 0.0025 75 6450 -47 2278.465601857315 2280.0214240360624 150 GTEX 1 100 100 1.0 0.0025 75 6450 -48 2278.249105187345 2276.301833468245 150 GTEX 1 100 100 1.0 0.0025 75 6450 -49 2277.828415121689 2277.291246769546 150 GTEX 1 100 100 1.0 0.0025 75 6450 -50 2276.6996411671794 2278.6175578882485 150 GTEX 1 100 100 1.0 0.0025 75 6450 -51 2276.735181486719 2275.6542787733188 150 GTEX 1 100 100 1.0 0.0025 75 6450 -52 2276.268675042871 2275.280034402477 150 GTEX 1 100 100 1.0 0.0025 75 6450 -53 2275.879541474662 2283.8647753349273 150 GTEX 1 100 100 1.0 0.0025 75 6450 -54 2274.7752732095287 2273.963195568708 150 GTEX 1 100 100 1.0 0.0025 75 6450 -55 2275.159072767987 2273.9150511302873 150 GTEX 1 100 100 1.0 0.0025 75 6450 -56 2275.1439865948823 2274.51520541231 150 GTEX 1 100 100 1.0 0.0025 75 6450 -57 2274.150722111595 2278.678692371673 150 GTEX 1 100 100 1.0 0.0025 75 6450 -58 2273.65192043022 2276.7775632909043 150 GTEX 1 100 100 1.0 0.0025 75 6450 -59 2274.0616057031166 2275.1862644442135 150 GTEX 1 100 100 1.0 0.0025 75 6450 -60 2274.1304057278326 2275.7129792768237 150 GTEX 1 100 100 1.0 0.0025 75 6450 -61 2273.5622056489815 2274.218373113712 150 GTEX 1 100 100 1.0 0.0025 75 6450 -62 2272.7697301316416 2273.0749432813986 150 GTEX 1 100 100 1.0 0.0025 75 6450 -63 2272.9580565529436 2272.0836850010396 150 GTEX 1 100 100 1.0 0.0025 75 6450 -64 2271.982090594714 2273.5403955263782 150 GTEX 1 100 100 1.0 0.0025 75 6450 -65 2272.45917557164 2270.4164305712334 150 GTEX 1 100 100 1.0 0.0025 75 6450 -66 2271.6078480315255 2273.8755435145854 150 GTEX 1 100 100 1.0 0.0025 75 6450 -67 2271.039141309945 2270.049580505139 150 GTEX 1 100 100 1.0 0.0025 75 6450 -68 2271.753994782245 2272.89970276111 150 GTEX 1 100 100 1.0 0.0025 75 6450 -69 2271.3347551187267 2271.63887470666 150 GTEX 1 100 100 1.0 0.0025 75 6450 -70 2270.5221425772997 2273.478675755258 150 GTEX 1 100 100 1.0 0.0025 75 6450 -71 2270.8280926095254 2272.860617982117 150 GTEX 1 100 100 1.0 0.0025 75 6450 -72 2270.4249308710932 2274.5609627495246 150 GTEX 1 100 100 1.0 0.0025 75 6450 -73 2270.0863574414743 2271.085963028012 150 GTEX 1 100 100 1.0 0.0025 75 6450 -74 2270.1798676849103 2271.1301478396804 150 GTEX 1 100 100 1.0 0.0025 75 6450 -75 2269.020597556809 2269.168609735177 150 GTEX 1 100 100 1.0 0.0025 75 6450 -76 2269.10211574272 2273.9490651177816 150 GTEX 1 100 100 1.0 0.0025 75 6450 -77 2269.1725523116484 2272.6255801820935 150 GTEX 1 100 100 1.0 0.0025 75 6450 -78 2268.330812326288 2270.662796310599 150 GTEX 1 100 100 1.0 0.0025 75 6450 -79 2268.91326264095 2269.4178392533568 150 GTEX 1 100 100 1.0 0.0025 75 6450 -80 2268.6398913402722 2269.4071843252436 150 GTEX 1 100 100 1.0 0.0025 75 6450 -81 2268.0245693872052 2271.210586141724 150 GTEX 1 100 100 1.0 0.0025 75 6450 -82 2268.507384022501 2268.5966527670507 150 GTEX 1 100 100 1.0 0.0025 75 6450 -83 2267.5098199873573 2268.6603799682152 150 GTEX 1 100 100 1.0 0.0025 75 6450 -84 2267.4636253678486 2267.517096805935 150 GTEX 1 100 100 1.0 0.0025 75 6450 -85 2268.473419927652 2268.5514960343394 150 GTEX 1 100 100 1.0 0.0025 75 6450 -86 2267.4101408799975 2273.8953616066124 150 GTEX 1 100 100 1.0 0.0025 75 6450 -87 2267.924372909061 2268.4157009342325 150 GTEX 1 100 100 1.0 0.0025 75 6450 -88 2266.4799957098094 2265.2679554754336 150 GTEX 1 100 100 1.0 0.0025 75 6450 -89 2266.3666842097878 2269.759681614633 150 GTEX 1 100 100 1.0 0.0025 75 6450 -90 2267.735446155065 2271.289209634179 150 GTEX 1 100 100 1.0 0.0025 75 6450 -91 2267.200571645461 2272.126961479622 150 GTEX 1 100 100 1.0 0.0025 75 6450 -92 2266.5416434225467 2268.790357466433 150 GTEX 1 100 100 1.0 0.0025 75 6450 -93 2266.154153541991 2265.670268591819 150 GTEX 1 100 100 1.0 0.0025 75 6450 -94 2265.7458516208853 2274.1263265283387 150 GTEX 1 100 100 1.0 0.0025 75 6450 -95 2266.055902735943 2267.3060284168546 150 GTEX 1 100 100 1.0 0.0025 75 6450 -96 2265.402066909437 2266.4411161589533 150 GTEX 1 100 100 1.0 0.0025 75 6450 -97 2265.8489875346186 2275.8132732666945 150 GTEX 1 100 100 1.0 0.0025 75 6450 -98 2266.7614174102723 2273.355378705739 150 GTEX 1 100 100 1.0 0.0025 75 6450 -99 2266.147423157209 2267.248592246168 150 GTEX 1 100 100 1.0 0.0025 75 6450 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 094ae7523..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3107.3079401122814 3739.2071078340364 150 GTEX 1 50 100 0.5 0.0025 75 2760 -1 2502.1536318903 2631.5702688703063 150 GTEX 1 50 100 0.5 0.0025 75 2760 -2 2436.0681404040433 2445.904358606375 150 GTEX 1 50 100 0.5 0.0025 75 2760 -3 2401.0377707750854 2432.961567345681 150 GTEX 1 50 100 0.5 0.0025 75 2760 -4 2382.71343432594 2391.3736511926686 150 GTEX 1 50 100 0.5 0.0025 75 2760 -5 2368.47409999868 2380.0699806358425 150 GTEX 1 50 100 0.5 0.0025 75 2760 -6 2357.931206164547 2363.7441522286417 150 GTEX 1 50 100 0.5 0.0025 75 2760 -7 2347.837124729529 2356.917950184173 150 GTEX 1 50 100 0.5 0.0025 75 2760 -8 2341.0016867030295 2348.0109956110387 150 GTEX 1 50 100 0.5 0.0025 75 2760 -9 2336.216475007551 2347.5903566309707 150 GTEX 1 50 100 0.5 0.0025 75 2760 -10 2330.758190715528 2341.775216570372 150 GTEX 1 50 100 0.5 0.0025 75 2760 -11 2326.946991518028 2343.1655663319866 150 GTEX 1 50 100 0.5 0.0025 75 2760 -12 2323.1613499008895 2332.485848662518 150 GTEX 1 50 100 0.5 0.0025 75 2760 -13 2319.262154474094 2330.7924795404588 150 GTEX 1 50 100 0.5 0.0025 75 2760 -14 2316.7396650917744 2330.9078396989366 150 GTEX 1 50 100 0.5 0.0025 75 2760 -15 2313.7029837558675 2324.56901614113 150 GTEX 1 50 100 0.5 0.0025 75 2760 -16 2310.685452359801 2320.8471600782736 150 GTEX 1 50 100 0.5 0.0025 75 2760 -17 2308.896537164253 2320.4200216663203 150 GTEX 1 50 100 0.5 0.0025 75 2760 -18 2306.3985646893484 2315.4264319822364 150 GTEX 1 50 100 0.5 0.0025 75 2760 -19 2304.818265169264 2314.2419368613355 150 GTEX 1 50 100 0.5 0.0025 75 2760 -20 2302.8378690399463 2314.125239035023 150 GTEX 1 50 100 0.5 0.0025 75 2760 -21 2300.690300950836 2313.3782077107594 150 GTEX 1 50 100 0.5 0.0025 75 2760 -22 2298.5355063301718 2313.4963388189162 150 GTEX 1 50 100 0.5 0.0025 75 2760 -23 2297.553375943656 2310.718386109791 150 GTEX 1 50 100 0.5 0.0025 75 2760 -24 2296.211301480224 2318.860373841492 150 GTEX 1 50 100 0.5 0.0025 75 2760 -25 2295.124084633835 2312.774645207046 150 GTEX 1 50 100 0.5 0.0025 75 2760 -26 2293.1239216241283 2304.058000107682 150 GTEX 1 50 100 0.5 0.0025 75 2760 -27 2292.697935071127 2304.878034120277 150 GTEX 1 50 100 0.5 0.0025 75 2760 -28 2291.002116418381 2302.6694767592976 150 GTEX 1 50 100 0.5 0.0025 75 2760 -29 2290.2071718494176 2304.20014054331 150 GTEX 1 50 100 0.5 0.0025 75 2760 -30 2288.8353916843953 2300.0117995113474 150 GTEX 1 50 100 0.5 0.0025 75 2760 -31 2287.7207996001325 2298.9787105661835 150 GTEX 1 50 100 0.5 0.0025 75 2760 -32 2287.1020769050965 2298.7031570260515 150 GTEX 1 50 100 0.5 0.0025 75 2760 -33 2287.075345066869 2298.1548533856644 150 GTEX 1 50 100 0.5 0.0025 75 2760 -34 2285.293457727542 2299.3695179754336 150 GTEX 1 50 100 0.5 0.0025 75 2760 -35 2284.577811900673 2297.1163200117335 150 GTEX 1 50 100 0.5 0.0025 75 2760 -36 2284.5682427331867 2295.8365246442786 150 GTEX 1 50 100 0.5 0.0025 75 2760 -37 2282.7630913737357 2294.804193184856 150 GTEX 1 50 100 0.5 0.0025 75 2760 -38 2283.1899413030956 2295.804989194689 150 GTEX 1 50 100 0.5 0.0025 75 2760 -39 2281.792776908645 2295.2806326862524 150 GTEX 1 50 100 0.5 0.0025 75 2760 -40 2281.782391506351 2298.634518699501 150 GTEX 1 50 100 0.5 0.0025 75 2760 -41 2280.7416588080223 2295.267615256654 150 GTEX 1 50 100 0.5 0.0025 75 2760 -42 2280.042790189771 2291.1056437329194 150 GTEX 1 50 100 0.5 0.0025 75 2760 -43 2279.6166718054737 2292.7010446990853 150 GTEX 1 50 100 0.5 0.0025 75 2760 -44 2279.5399170308706 2292.6082239187263 150 GTEX 1 50 100 0.5 0.0025 75 2760 -45 2279.2311737843875 2291.1956058400665 150 GTEX 1 50 100 0.5 0.0025 75 2760 -46 2277.740849071941 2292.535949474958 150 GTEX 1 50 100 0.5 0.0025 75 2760 -47 2277.228312075623 2293.6699195542715 150 GTEX 1 50 100 0.5 0.0025 75 2760 -48 2277.4431566766466 2292.002686939312 150 GTEX 1 50 100 0.5 0.0025 75 2760 -49 2276.450754241605 2292.110741444867 150 GTEX 1 50 100 0.5 0.0025 75 2760 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index 492fc1a96..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3094.115815392036 3702.7604739113 150 GTEX 1 50 100 0.0 0.0025 75 7667 -1 2491.447523846198 2725.4540667515744 150 GTEX 1 50 100 0.0 0.0025 75 7667 -2 2432.9257368678286 2437.61823600508 150 GTEX 1 50 100 0.0 0.0025 75 7667 -3 2398.2792607709675 2400.302449853701 150 GTEX 1 50 100 0.0 0.0025 75 7667 -4 2378.9827766229073 2402.5607376388725 150 GTEX 1 50 100 0.0 0.0025 75 7667 -5 2363.613731750959 2375.2489928038854 150 GTEX 1 50 100 0.0 0.0025 75 7667 -6 2354.038940623102 2363.9311263515924 150 GTEX 1 50 100 0.0 0.0025 75 7667 -7 2347.5515111188042 2358.5865093274715 150 GTEX 1 50 100 0.0 0.0025 75 7667 -8 2339.614339562345 2354.374874216522 150 GTEX 1 50 100 0.0 0.0025 75 7667 -9 2333.0985612749387 2359.139959415102 150 GTEX 1 50 100 0.0 0.0025 75 7667 -10 2328.298301289801 2339.5910649172706 150 GTEX 1 50 100 0.0 0.0025 75 7667 -11 2325.707524998432 2329.5872236476653 150 GTEX 1 50 100 0.0 0.0025 75 7667 -12 2321.679111743837 2335.565856237375 150 GTEX 1 50 100 0.0 0.0025 75 7667 -13 2317.484222769926 2328.700141007456 150 GTEX 1 50 100 0.0 0.0025 75 7667 -14 2315.057130814606 2322.667791446352 150 GTEX 1 50 100 0.0 0.0025 75 7667 -15 2312.133745350832 2320.656549838106 150 GTEX 1 50 100 0.0 0.0025 75 7667 -16 2310.1380430201207 2316.2537359085372 150 GTEX 1 50 100 0.0 0.0025 75 7667 -17 2306.460820393992 2315.341595435777 150 GTEX 1 50 100 0.0 0.0025 75 7667 -18 2305.185735183318 2312.7925551962035 150 GTEX 1 50 100 0.0 0.0025 75 7667 -19 2303.979727817889 2329.841167029319 150 GTEX 1 50 100 0.0 0.0025 75 7667 -20 2301.0922568919505 2311.3163770088227 150 GTEX 1 50 100 0.0 0.0025 75 7667 -21 2299.6591692431193 2312.9279488103016 150 GTEX 1 50 100 0.0 0.0025 75 7667 -22 2298.2000220647215 2310.377741244356 150 GTEX 1 50 100 0.0 0.0025 75 7667 -23 2297.370226427987 2310.5614487100465 150 GTEX 1 50 100 0.0 0.0025 75 7667 -24 2295.964772779788 2306.556246565322 150 GTEX 1 50 100 0.0 0.0025 75 7667 -25 2294.334003329617 2304.062722789924 150 GTEX 1 50 100 0.0 0.0025 75 7667 -26 2293.463660698223 2305.499961475909 150 GTEX 1 50 100 0.0 0.0025 75 7667 -27 2291.8745537799477 2306.1275411975703 150 GTEX 1 50 100 0.0 0.0025 75 7667 -28 2290.9722406410096 2299.938388374822 150 GTEX 1 50 100 0.0 0.0025 75 7667 -29 2289.0680075412038 2300.115971902477 150 GTEX 1 50 100 0.0 0.0025 75 7667 -30 2287.928872528834 2301.082691729295 150 GTEX 1 50 100 0.0 0.0025 75 7667 -31 2287.950934929393 2297.726477097196 150 GTEX 1 50 100 0.0 0.0025 75 7667 -32 2286.5181846469563 2297.830499569273 150 GTEX 1 50 100 0.0 0.0025 75 7667 -33 2285.6396144223436 2295.9892141828063 150 GTEX 1 50 100 0.0 0.0025 75 7667 -34 2285.5232772496734 2296.4870944295094 150 GTEX 1 50 100 0.0 0.0025 75 7667 -35 2284.4825553051883 2300.6985322785467 150 GTEX 1 50 100 0.0 0.0025 75 7667 -36 2282.6746287577075 2297.0196630673718 150 GTEX 1 50 100 0.0 0.0025 75 7667 -37 2283.419250881557 2293.5261945253087 150 GTEX 1 50 100 0.0 0.0025 75 7667 -38 2282.0091960838886 2293.002663267883 150 GTEX 1 50 100 0.0 0.0025 75 7667 -39 2281.3774247210295 2293.9372080523704 150 GTEX 1 50 100 0.0 0.0025 75 7667 -40 2281.2458381076617 2302.713552032587 150 GTEX 1 50 100 0.0 0.0025 75 7667 -41 2279.9669618962166 2290.417970606583 150 GTEX 1 50 100 0.0 0.0025 75 7667 -42 2280.0332044660067 2289.8203189980395 150 GTEX 1 50 100 0.0 0.0025 75 7667 -43 2279.7350608218844 2291.786220071887 150 GTEX 1 50 100 0.0 0.0025 75 7667 -44 2278.3860506190913 2289.3713369623338 150 GTEX 1 50 100 0.0 0.0025 75 7667 -45 2277.680593453328 2288.5876998611275 150 GTEX 1 50 100 0.0 0.0025 75 7667 -46 2276.923195685506 2288.433193656428 150 GTEX 1 50 100 0.0 0.0025 75 7667 -47 2276.824987121176 2287.2801128430965 150 GTEX 1 50 100 0.0 0.0025 75 7667 -48 2277.3421584310963 2286.0625338826344 150 GTEX 1 50 100 0.0 0.0025 75 7667 -49 2276.3952731362892 2287.1142930875712 150 GTEX 1 50 100 0.0 0.0025 75 7667 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 6143fce55..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3099.587220740467 3370.671654066659 150 GTEX 1 50 100 1.0 0.0025 75 4289 -1 2492.9263075436384 2564.1681752948252 150 GTEX 1 50 100 1.0 0.0025 75 4289 -2 2431.157743159627 2471.231112055905 150 GTEX 1 50 100 1.0 0.0025 75 4289 -3 2398.183352471909 2433.2167704186963 150 GTEX 1 50 100 1.0 0.0025 75 4289 -4 2379.531231406423 2416.714920798182 150 GTEX 1 50 100 1.0 0.0025 75 4289 -5 2362.9285790288386 2385.6383214450157 150 GTEX 1 50 100 1.0 0.0025 75 4289 -6 2354.4608109295777 2375.100187700511 150 GTEX 1 50 100 1.0 0.0025 75 4289 -7 2345.1711701719214 2368.2795243063806 150 GTEX 1 50 100 1.0 0.0025 75 4289 -8 2337.6690778658763 2363.6373718029645 150 GTEX 1 50 100 1.0 0.0025 75 4289 -9 2332.9716095941 2398.5942234285885 150 GTEX 1 50 100 1.0 0.0025 75 4289 -10 2327.610270586313 2354.0914469091613 150 GTEX 1 50 100 1.0 0.0025 75 4289 -11 2323.1524898166 2354.3404318225703 150 GTEX 1 50 100 1.0 0.0025 75 4289 -12 2319.6124754337848 2347.2850290740853 150 GTEX 1 50 100 1.0 0.0025 75 4289 -13 2315.582693707418 2346.9883434455205 150 GTEX 1 50 100 1.0 0.0025 75 4289 -14 2312.590259384779 2341.1293119133197 150 GTEX 1 50 100 1.0 0.0025 75 4289 -15 2310.060039974385 2347.4117148511764 150 GTEX 1 50 100 1.0 0.0025 75 4289 -16 2308.307493711709 2335.4889185220118 150 GTEX 1 50 100 1.0 0.0025 75 4289 -17 2305.779179717415 2336.9740751433283 150 GTEX 1 50 100 1.0 0.0025 75 4289 -18 2304.0087923376514 2329.8496200503505 150 GTEX 1 50 100 1.0 0.0025 75 4289 -19 2301.5549714840035 2324.64594132456 150 GTEX 1 50 100 1.0 0.0025 75 4289 -20 2299.711623605559 2324.0675768253923 150 GTEX 1 50 100 1.0 0.0025 75 4289 -21 2297.1306178132345 2322.0511901623395 150 GTEX 1 50 100 1.0 0.0025 75 4289 -22 2296.3356510145027 2320.3180906346543 150 GTEX 1 50 100 1.0 0.0025 75 4289 -23 2294.9172161872325 2320.0842721453187 150 GTEX 1 50 100 1.0 0.0025 75 4289 -24 2292.9059401242475 2319.4302602557627 150 GTEX 1 50 100 1.0 0.0025 75 4289 -25 2292.0037620143903 2314.8008991430015 150 GTEX 1 50 100 1.0 0.0025 75 4289 -26 2291.2694312418303 2316.711934020764 150 GTEX 1 50 100 1.0 0.0025 75 4289 -27 2289.5257365789967 2317.5419156034636 150 GTEX 1 50 100 1.0 0.0025 75 4289 -28 2289.4630854320435 2316.905804420152 150 GTEX 1 50 100 1.0 0.0025 75 4289 -29 2287.2351482452204 2312.2920785185956 150 GTEX 1 50 100 1.0 0.0025 75 4289 -30 2286.9143253631446 2311.278376009981 150 GTEX 1 50 100 1.0 0.0025 75 4289 -31 2285.790216384876 2313.0118203979027 150 GTEX 1 50 100 1.0 0.0025 75 4289 -32 2284.7364990775936 2311.0486030143475 150 GTEX 1 50 100 1.0 0.0025 75 4289 -33 2284.8513997997566 2314.22188251916 150 GTEX 1 50 100 1.0 0.0025 75 4289 -34 2284.1832990637295 2310.7571738355514 150 GTEX 1 50 100 1.0 0.0025 75 4289 -35 2282.430317489577 2307.73502851711 150 GTEX 1 50 100 1.0 0.0025 75 4289 -36 2281.7938223009037 2308.3234872564162 150 GTEX 1 50 100 1.0 0.0025 75 4289 -37 2280.8014668139986 2305.6609875349036 150 GTEX 1 50 100 1.0 0.0025 75 4289 -38 2280.0969942567767 2307.574667114722 150 GTEX 1 50 100 1.0 0.0025 75 4289 -39 2279.7723490665767 2303.7454147048775 150 GTEX 1 50 100 1.0 0.0025 75 4289 -40 2279.274488178921 2305.303455657379 150 GTEX 1 50 100 1.0 0.0025 75 4289 -41 2278.830212664098 2302.9927509728495 150 GTEX 1 50 100 1.0 0.0025 75 4289 -42 2279.327928645641 2304.1480884624525 150 GTEX 1 50 100 1.0 0.0025 75 4289 -43 2277.9633711438833 2304.4368116719643 150 GTEX 1 50 100 1.0 0.0025 75 4289 -44 2276.8500454601344 2302.0517875178234 150 GTEX 1 50 100 1.0 0.0025 75 4289 -45 2277.6094201300407 2305.926199445253 150 GTEX 1 50 100 1.0 0.0025 75 4289 -46 2276.9485579688408 2302.2062640171994 150 GTEX 1 50 100 1.0 0.0025 75 4289 -47 2275.5837724443295 2303.5668170189224 150 GTEX 1 50 100 1.0 0.0025 75 4289 -48 2274.849401854179 2300.1561887327707 150 GTEX 1 50 100 1.0 0.0025 75 4289 -49 2274.940473579688 2299.8289641753804 150 GTEX 1 50 100 1.0 0.0025 75 4289 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 705d8268f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2713.0974607982416 2602.7071514637296 50 GTEX 1 100 100 0.5 0.0025 75 5168 -1 2405.2904364131655 2383.8589846534874 50 GTEX 1 100 100 0.5 0.0025 75 5168 -2 2364.9664018710964 2380.620250861454 50 GTEX 1 100 100 0.5 0.0025 75 5168 -3 2343.9908583042575 2331.39010237197 50 GTEX 1 100 100 0.5 0.0025 75 5168 -4 2331.9179632312407 2324.709429954848 50 GTEX 1 100 100 0.5 0.0025 75 5168 -5 2323.581850781415 2319.0132258310064 50 GTEX 1 100 100 0.5 0.0025 75 5168 -6 2316.292368829924 2311.8252008822483 50 GTEX 1 100 100 0.5 0.0025 75 5168 -7 2312.085980927993 2311.443904746168 50 GTEX 1 100 100 0.5 0.0025 75 5168 -8 2308.113596747666 2300.984115078422 50 GTEX 1 100 100 0.5 0.0025 75 5168 -9 2303.8856160039068 2305.936099208353 50 GTEX 1 100 100 0.5 0.0025 75 5168 -10 2300.470939812721 2295.8213693597017 50 GTEX 1 100 100 0.5 0.0025 75 5168 -11 2298.2107050931854 2296.3827674778695 50 GTEX 1 100 100 0.5 0.0025 75 5168 -12 2295.941786967022 2297.0019990754217 50 GTEX 1 100 100 0.5 0.0025 75 5168 -13 2294.5507784132546 2290.7608883933876 50 GTEX 1 100 100 0.5 0.0025 75 5168 -14 2292.1725744124738 2298.702453381208 50 GTEX 1 100 100 0.5 0.0025 75 5168 -15 2291.6112740205285 2287.7405908388782 50 GTEX 1 100 100 0.5 0.0025 75 5168 -16 2289.493969723984 2284.8801636206335 50 GTEX 1 100 100 0.5 0.0025 75 5168 -17 2288.351038217872 2284.9596908047174 50 GTEX 1 100 100 0.5 0.0025 75 5168 -18 2286.552351878565 2284.0730356426748 50 GTEX 1 100 100 0.5 0.0025 75 5168 -19 2285.2592820372743 2293.506938513694 50 GTEX 1 100 100 0.5 0.0025 75 5168 -20 2284.847363833126 2304.1217932175323 50 GTEX 1 100 100 0.5 0.0025 75 5168 -21 2283.979847966951 2278.3557138189162 50 GTEX 1 100 100 0.5 0.0025 75 5168 -22 2283.015578683684 2280.767271324709 50 GTEX 1 100 100 0.5 0.0025 75 5168 -23 2282.529413774699 2281.5391632196115 50 GTEX 1 100 100 0.5 0.0025 75 5168 -24 2281.7995944072995 2278.246277087542 50 GTEX 1 100 100 0.5 0.0025 75 5168 -25 2280.983532770289 2278.3627507314936 50 GTEX 1 100 100 0.5 0.0025 75 5168 -26 2281.0257004233868 2277.0146748938037 50 GTEX 1 100 100 0.5 0.0025 75 5168 -27 2280.5768966892397 2275.8492533752674 50 GTEX 1 100 100 0.5 0.0025 75 5168 -28 2279.320117538225 2291.0253210031487 50 GTEX 1 100 100 0.5 0.0025 75 5168 -29 2278.578801744299 2274.807260259476 50 GTEX 1 100 100 0.5 0.0025 75 5168 -30 2278.3435241692773 2278.2200769924843 50 GTEX 1 100 100 0.5 0.0025 75 5168 -31 2277.6335953385774 2276.9229137580205 50 GTEX 1 100 100 0.5 0.0025 75 5168 -32 2278.7551912183026 2275.3281844106464 50 GTEX 1 100 100 0.5 0.0025 75 5168 -33 2276.489282363242 2275.3439662918845 50 GTEX 1 100 100 0.5 0.0025 75 5168 -34 2277.2173168762215 2280.705016393625 50 GTEX 1 100 100 0.5 0.0025 75 5168 -35 2276.680802495676 2280.77772899091 50 GTEX 1 100 100 0.5 0.0025 75 5168 -36 2276.5845744696217 2271.663004712007 50 GTEX 1 100 100 0.5 0.0025 75 5168 -37 2275.202161924935 2274.0247876997682 50 GTEX 1 100 100 0.5 0.0025 75 5168 -38 2275.3025708237333 2269.970173534785 50 GTEX 1 100 100 0.5 0.0025 75 5168 -39 2274.6453511725763 2271.349422324293 50 GTEX 1 100 100 0.5 0.0025 75 5168 -40 2275.455791953298 2269.425031654735 50 GTEX 1 100 100 0.5 0.0025 75 5168 -41 2274.446999538281 2271.2179711635576 50 GTEX 1 100 100 0.5 0.0025 75 5168 -42 2274.2355365956664 2271.476356883466 50 GTEX 1 100 100 0.5 0.0025 75 5168 -43 2274.0299176838375 2272.446143320758 50 GTEX 1 100 100 0.5 0.0025 75 5168 -44 2274.6638832692674 2271.64788052519 50 GTEX 1 100 100 0.5 0.0025 75 5168 -45 2273.104971984302 2269.994724984405 50 GTEX 1 100 100 0.5 0.0025 75 5168 -46 2273.4349693136355 2273.3053396246733 50 GTEX 1 100 100 0.5 0.0025 75 5168 -47 2273.743896278066 2278.588920100107 50 GTEX 1 100 100 0.5 0.0025 75 5168 -48 2273.6520082919615 2272.0291251411004 50 GTEX 1 100 100 0.5 0.0025 75 5168 -49 2272.6116437773976 2272.7982762557926 50 GTEX 1 100 100 0.5 0.0025 75 5168 -50 2273.288541725121 2273.047386488534 50 GTEX 1 100 100 0.5 0.0025 75 5168 -51 2273.781933629854 2281.1738620076344 50 GTEX 1 100 100 0.5 0.0025 75 5168 -52 2273.0707429632207 2273.6565205969287 50 GTEX 1 100 100 0.5 0.0025 75 5168 -53 2272.6230463850166 2270.6977970717976 50 GTEX 1 100 100 0.5 0.0025 75 5168 -54 2272.2689063407756 2271.493507530299 50 GTEX 1 100 100 0.5 0.0025 75 5168 -55 2272.682071126904 2278.322424362821 50 GTEX 1 100 100 0.5 0.0025 75 5168 -56 2271.698008929662 2269.8786959920094 50 GTEX 1 100 100 0.5 0.0025 75 5168 -57 2273.2587231468524 2269.88510259476 50 GTEX 1 100 100 0.5 0.0025 75 5168 -58 2271.6216435112597 2272.520226540221 50 GTEX 1 100 100 0.5 0.0025 75 5168 -59 2272.2487765890723 2266.669674949501 50 GTEX 1 100 100 0.5 0.0025 75 5168 -60 2272.463496450664 2270.445820739514 50 GTEX 1 100 100 0.5 0.0025 75 5168 -61 2272.4361610303804 2271.249575770853 50 GTEX 1 100 100 0.5 0.0025 75 5168 -62 2272.9604259058606 2273.415533377644 50 GTEX 1 100 100 0.5 0.0025 75 5168 -63 2271.7142368670034 2268.5888481575275 50 GTEX 1 100 100 0.5 0.0025 75 5168 -64 2271.4561150070226 2268.9352349691067 50 GTEX 1 100 100 0.5 0.0025 75 5168 -65 2272.1869164814702 2269.617353200006 50 GTEX 1 100 100 0.5 0.0025 75 5168 -66 2271.588459753494 2274.6373202827945 50 GTEX 1 100 100 0.5 0.0025 75 5168 -67 2271.5443511476133 2272.296764997475 50 GTEX 1 100 100 0.5 0.0025 75 5168 -68 2271.436769486481 2267.0381235332998 50 GTEX 1 100 100 0.5 0.0025 75 5168 -69 2271.927583872762 2272.6696354971186 50 GTEX 1 100 100 0.5 0.0025 75 5168 -70 2272.2080260966136 2268.1658151140687 50 GTEX 1 100 100 0.5 0.0025 75 5168 -71 2271.3103849999916 2269.189805875713 50 GTEX 1 100 100 0.5 0.0025 75 5168 -72 2271.737604866741 2268.949028450273 50 GTEX 1 100 100 0.5 0.0025 75 5168 -73 2270.607470048095 2268.3685506958473 50 GTEX 1 100 100 0.5 0.0025 75 5168 -74 2272.643655443539 2271.4730841923124 50 GTEX 1 100 100 0.5 0.0025 75 5168 -75 2270.7827741575175 2266.9171212199976 50 GTEX 1 100 100 0.5 0.0025 75 5168 -76 2271.7820853183675 2277.235158013754 50 GTEX 1 100 100 0.5 0.0025 75 5168 -77 2272.637671715936 2266.621322109672 50 GTEX 1 100 100 0.5 0.0025 75 5168 -78 2271.274787275041 2274.9382765157143 50 GTEX 1 100 100 0.5 0.0025 75 5168 -79 2271.222716878986 2276.6753138553054 50 GTEX 1 100 100 0.5 0.0025 75 5168 -80 2270.7949958366894 2269.28093020363 50 GTEX 1 100 100 0.5 0.0025 75 5168 -81 2270.5251366331318 2270.2228289121913 50 GTEX 1 100 100 0.5 0.0025 75 5168 -82 2271.0064213600535 2271.0941946515563 50 GTEX 1 100 100 0.5 0.0025 75 5168 -83 2270.858156798369 2273.007046659636 50 GTEX 1 100 100 0.5 0.0025 75 5168 -84 2271.461158044061 2268.505692282557 50 GTEX 1 100 100 0.5 0.0025 75 5168 -85 2271.4027411006655 2268.2040263709005 50 GTEX 1 100 100 0.5 0.0025 75 5168 -86 2270.9507302453176 2269.3689131936194 50 GTEX 1 100 100 0.5 0.0025 75 5168 -87 2270.5758174623447 2266.7069249606407 50 GTEX 1 100 100 0.5 0.0025 75 5168 -88 2271.299359241106 2267.4092947956274 50 GTEX 1 100 100 0.5 0.0025 75 5168 -89 2272.413211373224 2268.7076972990435 50 GTEX 1 100 100 0.5 0.0025 75 5168 -90 2270.6810041109084 2268.6372743323727 50 GTEX 1 100 100 0.5 0.0025 75 5168 -91 2270.041096136992 2268.5675596520023 50 GTEX 1 100 100 0.5 0.0025 75 5168 -92 2270.9071300100018 2272.3470542530595 50 GTEX 1 100 100 0.5 0.0025 75 5168 -93 2270.715080437721 2266.5674115895317 50 GTEX 1 100 100 0.5 0.0025 75 5168 -94 2270.9055111825537 2268.0318603515625 50 GTEX 1 100 100 0.5 0.0025 75 5168 -95 2269.9643969110216 2272.398709953511 50 GTEX 1 100 100 0.5 0.0025 75 5168 -96 2271.2333636744743 2267.1161413156487 50 GTEX 1 100 100 0.5 0.0025 75 5168 -97 2270.0641337848333 2267.7223253141337 50 GTEX 1 100 100 0.5 0.0025 75 5168 -98 2270.346936709528 2267.8400317289984 50 GTEX 1 100 100 0.5 0.0025 75 5168 -99 2270.2659791547694 2266.269026723651 50 GTEX 1 100 100 0.5 0.0025 75 5168 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index 9a11489a9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2710.7891744998665 2499.1637872616147 50 GTEX 1 100 100 0.0 0.0025 75 3302 -1 2402.7392964696032 2381.7072493984674 50 GTEX 1 100 100 0.0 0.0025 75 3302 -2 2361.168824518723 2356.146662606939 50 GTEX 1 100 100 0.0 0.0025 75 3302 -3 2342.8367226079736 2354.0545751767468 50 GTEX 1 100 100 0.0 0.0025 75 3302 -4 2331.289114154555 2331.8090876009983 50 GTEX 1 100 100 0.0 0.0025 75 3302 -5 2322.6008423792846 2322.5291116808758 50 GTEX 1 100 100 0.0 0.0025 75 3302 -6 2315.647730067273 2323.439934444065 50 GTEX 1 100 100 0.0 0.0025 75 3302 -7 2312.7221797025604 2318.990400075006 50 GTEX 1 100 100 0.0 0.0025 75 3302 -8 2307.8697135444177 2328.274736643744 50 GTEX 1 100 100 0.0 0.0025 75 3302 -9 2304.047251590847 2304.646705308341 50 GTEX 1 100 100 0.0 0.0025 75 3302 -10 2300.6809324959813 2305.5687831400014 50 GTEX 1 100 100 0.0 0.0025 75 3302 -11 2297.8969268814944 2301.152666331244 50 GTEX 1 100 100 0.0 0.0025 75 3302 -12 2295.524146557408 2299.9836523251843 50 GTEX 1 100 100 0.0 0.0025 75 3302 -13 2293.6102211237885 2301.0460989484313 50 GTEX 1 100 100 0.0 0.0025 75 3302 -14 2292.115114999596 2301.840182112197 50 GTEX 1 100 100 0.0 0.0025 75 3302 -15 2290.5598423305955 2295.963967442966 50 GTEX 1 100 100 0.0 0.0025 75 3302 -16 2288.8286074530274 2301.5290731567848 50 GTEX 1 100 100 0.0 0.0025 75 3302 -17 2288.269207706292 2290.7717289797706 50 GTEX 1 100 100 0.0 0.0025 75 3302 -18 2286.2235778312165 2292.0741027135814 50 GTEX 1 100 100 0.0 0.0025 75 3302 -19 2284.913600548905 2290.5707404423124 50 GTEX 1 100 100 0.0 0.0025 75 3302 -20 2284.022298933549 2297.0385626151083 50 GTEX 1 100 100 0.0 0.0025 75 3302 -21 2283.366939542663 2288.32048098488 50 GTEX 1 100 100 0.0 0.0025 75 3302 -22 2282.724033128854 2287.405257192401 50 GTEX 1 100 100 0.0 0.0025 75 3302 -23 2280.561479725832 2285.091252896269 50 GTEX 1 100 100 0.0 0.0025 75 3302 -24 2280.900431835174 2287.887504084482 50 GTEX 1 100 100 0.0 0.0025 75 3302 -25 2280.5039611281295 2284.915871739841 50 GTEX 1 100 100 0.0 0.0025 75 3302 -26 2279.464211207352 2284.6578183482357 50 GTEX 1 100 100 0.0 0.0025 75 3302 -27 2277.9360240413657 2288.4121274766812 50 GTEX 1 100 100 0.0 0.0025 75 3302 -28 2278.2809938161013 2291.7170943923775 50 GTEX 1 100 100 0.0 0.0025 75 3302 -29 2278.1227364318984 2282.5719295835315 50 GTEX 1 100 100 0.0 0.0025 75 3302 -30 2277.4865601449856 2282.273036478137 50 GTEX 1 100 100 0.0 0.0025 75 3302 -31 2276.4110820863343 2280.9576689861574 50 GTEX 1 100 100 0.0 0.0025 75 3302 -32 2276.0992839745136 2285.4269244407974 50 GTEX 1 100 100 0.0 0.0025 75 3302 -33 2275.274471184237 2285.7736291921638 50 GTEX 1 100 100 0.0 0.0025 75 3302 -34 2276.772617783732 2285.2055483045688 50 GTEX 1 100 100 0.0 0.0025 75 3302 -35 2274.4478282805567 2278.617745867247 50 GTEX 1 100 100 0.0 0.0025 75 3302 -36 2274.2322102151097 2280.342817995485 50 GTEX 1 100 100 0.0 0.0025 75 3302 -37 2274.8463463957037 2278.298524109583 50 GTEX 1 100 100 0.0 0.0025 75 3302 -38 2274.1704003823725 2278.4846539515506 50 GTEX 1 100 100 0.0 0.0025 75 3302 -39 2273.061345315677 2281.7606920597673 50 GTEX 1 100 100 0.0 0.0025 75 3302 -40 2274.7124980194358 2281.1081793607414 50 GTEX 1 100 100 0.0 0.0025 75 3302 -41 2273.7632498962266 2279.9438782898646 50 GTEX 1 100 100 0.0 0.0025 75 3302 -42 2273.5750433661005 2284.5752329082998 50 GTEX 1 100 100 0.0 0.0025 75 3302 -43 2273.8567464459193 2279.1257936891043 50 GTEX 1 100 100 0.0 0.0025 75 3302 -44 2272.0939184511 2276.806272093334 50 GTEX 1 100 100 0.0 0.0025 75 3302 -45 2273.799844156944 2276.951157486484 50 GTEX 1 100 100 0.0 0.0025 75 3302 -46 2272.4391345842796 2278.991212329937 50 GTEX 1 100 100 0.0 0.0025 75 3302 -47 2273.386746885357 2282.9125108610087 50 GTEX 1 100 100 0.0 0.0025 75 3302 -48 2273.041155889166 2277.168232848889 50 GTEX 1 100 100 0.0 0.0025 75 3302 -49 2272.8807613783406 2278.5871456711916 50 GTEX 1 100 100 0.0 0.0025 75 3302 -50 2271.7911747922058 2277.688929104533 50 GTEX 1 100 100 0.0 0.0025 75 3302 -51 2272.0689859346944 2275.74354930341 50 GTEX 1 100 100 0.0 0.0025 75 3302 -52 2271.6700167512395 2275.2907436356345 50 GTEX 1 100 100 0.0 0.0025 75 3302 -53 2272.1372662160747 2275.2061818634147 50 GTEX 1 100 100 0.0 0.0025 75 3302 -54 2271.509874478658 2277.2708679895436 50 GTEX 1 100 100 0.0 0.0025 75 3302 -55 2272.7275524467805 2279.0623728240853 50 GTEX 1 100 100 0.0 0.0025 75 3302 -56 2272.460114044386 2275.480481746079 50 GTEX 1 100 100 0.0 0.0025 75 3302 -57 2270.7560464712537 2275.991463896893 50 GTEX 1 100 100 0.0 0.0025 75 3302 -58 2271.8115450741307 2286.1326161663796 50 GTEX 1 100 100 0.0 0.0025 75 3302 -59 2271.379441414915 2276.624469017348 50 GTEX 1 100 100 0.0 0.0025 75 3302 -60 2271.2561833313252 2286.5109960751843 50 GTEX 1 100 100 0.0 0.0025 75 3302 -61 2271.248177416866 2278.0084855112286 50 GTEX 1 100 100 0.0 0.0025 75 3302 -62 2271.8156622748347 2277.4737883013013 50 GTEX 1 100 100 0.0 0.0025 75 3302 -63 2271.1412182924073 2277.6516168978733 50 GTEX 1 100 100 0.0 0.0025 75 3302 -64 2270.3889991322653 2273.974262658181 50 GTEX 1 100 100 0.0 0.0025 75 3302 -65 2271.47211731995 2278.1696526705086 50 GTEX 1 100 100 0.0 0.0025 75 3302 -66 2271.2165774914256 2277.5250699003386 50 GTEX 1 100 100 0.0 0.0025 75 3302 -67 2271.1439961366623 2277.5434737404944 50 GTEX 1 100 100 0.0 0.0025 75 3302 -68 2271.113490266559 2276.4933404378567 50 GTEX 1 100 100 0.0 0.0025 75 3302 -69 2270.882746739084 2276.897499461591 50 GTEX 1 100 100 0.0 0.0025 75 3302 -70 2270.7903079343873 2276.0955838395616 50 GTEX 1 100 100 0.0 0.0025 75 3302 -71 2270.696295741746 2277.9090446211085 50 GTEX 1 100 100 0.0 0.0025 75 3302 -72 2270.8595584342734 2280.190957885278 50 GTEX 1 100 100 0.0 0.0025 75 3302 -73 2270.354744219435 2275.3540029779588 50 GTEX 1 100 100 0.0 0.0025 75 3302 -74 2269.936645133878 2273.323630213284 50 GTEX 1 100 100 0.0 0.0025 75 3302 -75 2271.4999738245765 2278.6355087222255 50 GTEX 1 100 100 0.0 0.0025 75 3302 -76 2270.750338862133 2275.8757644479265 50 GTEX 1 100 100 0.0 0.0025 75 3302 -77 2269.5373606332773 2274.2466567587035 50 GTEX 1 100 100 0.0 0.0025 75 3302 -78 2270.9507052303807 2278.5634932717444 50 GTEX 1 100 100 0.0 0.0025 75 3302 -79 2270.536009104612 2275.323536920004 50 GTEX 1 100 100 0.0 0.0025 75 3302 -80 2269.7968804929706 2275.282288293875 50 GTEX 1 100 100 0.0 0.0025 75 3302 -81 2270.717790819013 2275.630769330739 50 GTEX 1 100 100 0.0 0.0025 75 3302 -82 2270.711183729501 2276.758409391338 50 GTEX 1 100 100 0.0 0.0025 75 3302 -83 2270.0777572546413 2274.9066148185007 50 GTEX 1 100 100 0.0 0.0025 75 3302 -84 2269.9400822119765 2277.2923523645436 50 GTEX 1 100 100 0.0 0.0025 75 3302 -85 2270.064014512583 2275.0162149291527 50 GTEX 1 100 100 0.0 0.0025 75 3302 -86 2269.8635326887975 2275.3867823379574 50 GTEX 1 100 100 0.0 0.0025 75 3302 -87 2268.7896430528413 2274.31379635887 50 GTEX 1 100 100 0.0 0.0025 75 3302 -88 2270.307449252172 2276.197034480454 50 GTEX 1 100 100 0.0 0.0025 75 3302 -89 2269.7805971875164 2279.5046196419025 50 GTEX 1 100 100 0.0 0.0025 75 3302 -90 2269.783910170898 2281.5837912903994 50 GTEX 1 100 100 0.0 0.0025 75 3302 -91 2270.4537536485705 2276.6232357822896 50 GTEX 1 100 100 0.0 0.0025 75 3302 -92 2269.6526626517607 2278.575793596275 50 GTEX 1 100 100 0.0 0.0025 75 3302 -93 2270.1781420153147 2274.3197332461978 50 GTEX 1 100 100 0.0 0.0025 75 3302 -94 2269.8027090506002 2273.564100374287 50 GTEX 1 100 100 0.0 0.0025 75 3302 -95 2270.2324606610464 2274.2432104770674 50 GTEX 1 100 100 0.0 0.0025 75 3302 -96 2269.517413181149 2273.141391768655 50 GTEX 1 100 100 0.0 0.0025 75 3302 -97 2269.473421346024 2274.809275579996 50 GTEX 1 100 100 0.0 0.0025 75 3302 -98 2269.224983722239 2274.085243602216 50 GTEX 1 100 100 0.0 0.0025 75 3302 -99 2269.7908257693666 2274.3181528301748 50 GTEX 1 100 100 0.0 0.0025 75 3302 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index 55ff8c166..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2718.848074179964 2644.6627410772635 50 GTEX 1 100 100 1.0 0.0025 75 3035 -1 2406.7203156771548 2411.208141486454 50 GTEX 1 100 100 1.0 0.0025 75 3035 -2 2365.2970166825385 2374.4049058341257 50 GTEX 1 100 100 1.0 0.0025 75 3035 -3 2344.8361380579 2340.8295935569154 50 GTEX 1 100 100 1.0 0.0025 75 3035 -4 2332.2413375079223 2333.485412365583 50 GTEX 1 100 100 1.0 0.0025 75 3035 -5 2324.1519866037534 2337.759465786894 50 GTEX 1 100 100 1.0 0.0025 75 3035 -6 2316.7567824519547 2320.8905637327707 50 GTEX 1 100 100 1.0 0.0025 75 3035 -7 2312.340078348845 2317.13452844656 50 GTEX 1 100 100 1.0 0.0025 75 3035 -8 2307.0888339460016 2308.913203366356 50 GTEX 1 100 100 1.0 0.0025 75 3035 -9 2303.481137448258 2311.8986677162547 50 GTEX 1 100 100 1.0 0.0025 75 3035 -10 2299.722251369065 2308.2780088707523 50 GTEX 1 100 100 1.0 0.0025 75 3035 -11 2297.8411389047974 2305.6417853641874 50 GTEX 1 100 100 1.0 0.0025 75 3035 -12 2295.9589199550906 2300.3827772249288 50 GTEX 1 100 100 1.0 0.0025 75 3035 -13 2293.5818693749916 2298.206505837096 50 GTEX 1 100 100 1.0 0.0025 75 3035 -14 2291.560293579424 2294.6405683742278 50 GTEX 1 100 100 1.0 0.0025 75 3035 -15 2289.5225511717927 2299.0516812284636 50 GTEX 1 100 100 1.0 0.0025 75 3035 -16 2288.554675740401 2291.3256353225997 50 GTEX 1 100 100 1.0 0.0025 75 3035 -17 2287.212613990746 2293.5046270682333 50 GTEX 1 100 100 1.0 0.0025 75 3035 -18 2285.776687481845 2300.358962374495 50 GTEX 1 100 100 1.0 0.0025 75 3035 -19 2285.404442864234 2289.852278676776 50 GTEX 1 100 100 1.0 0.0025 75 3035 -20 2284.095578952917 2291.4959586836085 50 GTEX 1 100 100 1.0 0.0025 75 3035 -21 2283.2024604794947 2292.2524511533093 50 GTEX 1 100 100 1.0 0.0025 75 3035 -22 2282.64682640913 2286.6466904556796 50 GTEX 1 100 100 1.0 0.0025 75 3035 -23 2282.0335050578656 2296.3993922476534 50 GTEX 1 100 100 1.0 0.0025 75 3035 -24 2281.4574139527435 2287.790086405359 50 GTEX 1 100 100 1.0 0.0025 75 3035 -25 2280.093586783985 2286.0160223086978 50 GTEX 1 100 100 1.0 0.0025 75 3035 -26 2278.8954130652037 2283.608507975879 50 GTEX 1 100 100 1.0 0.0025 75 3035 -27 2278.847984538809 2283.6664050432214 50 GTEX 1 100 100 1.0 0.0025 75 3035 -28 2278.714377595364 2284.237637944095 50 GTEX 1 100 100 1.0 0.0025 75 3035 -29 2277.5970194780225 2282.413963172826 50 GTEX 1 100 100 1.0 0.0025 75 3035 -30 2277.2245594869637 2283.7066464732357 50 GTEX 1 100 100 1.0 0.0025 75 3035 -31 2277.275963338109 2284.13775008169 50 GTEX 1 100 100 1.0 0.0025 75 3035 -32 2277.2025056611124 2281.7733943344524 50 GTEX 1 100 100 1.0 0.0025 75 3035 -33 2275.717198016589 2284.795897045063 50 GTEX 1 100 100 1.0 0.0025 75 3035 -34 2276.4025734748006 2281.01681831853 50 GTEX 1 100 100 1.0 0.0025 75 3035 -35 2275.9204801464957 2279.7344446218513 50 GTEX 1 100 100 1.0 0.0025 75 3035 -36 2274.9014350888697 2278.9090418362343 50 GTEX 1 100 100 1.0 0.0025 75 3035 -37 2274.0386045977143 2287.1280044149535 50 GTEX 1 100 100 1.0 0.0025 75 3035 -38 2274.485234508069 2281.5391441896386 50 GTEX 1 100 100 1.0 0.0025 75 3035 -39 2273.8520453398564 2279.342897828541 50 GTEX 1 100 100 1.0 0.0025 75 3035 -40 2274.006709599175 2287.3110124131117 50 GTEX 1 100 100 1.0 0.0025 75 3035 -41 2274.883761700801 2278.2517925305965 50 GTEX 1 100 100 1.0 0.0025 75 3035 -42 2273.650476758906 2281.573222229236 50 GTEX 1 100 100 1.0 0.0025 75 3035 -43 2273.364376981596 2281.514502695758 50 GTEX 1 100 100 1.0 0.0025 75 3035 -44 2274.4226617584436 2278.3564188561963 50 GTEX 1 100 100 1.0 0.0025 75 3035 -45 2273.2016137367796 2278.282397832254 50 GTEX 1 100 100 1.0 0.0025 75 3035 -46 2273.338858470955 2279.8689698193916 50 GTEX 1 100 100 1.0 0.0025 75 3035 -47 2273.583232508525 2281.0731516790934 50 GTEX 1 100 100 1.0 0.0025 75 3035 -48 2273.1617003936785 2278.2362000207936 50 GTEX 1 100 100 1.0 0.0025 75 3035 -49 2272.24805329636 2277.669831830739 50 GTEX 1 100 100 1.0 0.0025 75 3035 -50 2273.1101536608253 2279.1402225857 50 GTEX 1 100 100 1.0 0.0025 75 3035 -51 2272.2760039551454 2275.9295023058758 50 GTEX 1 100 100 1.0 0.0025 75 3035 -52 2272.048160458286 2276.0756557450095 50 GTEX 1 100 100 1.0 0.0025 75 3035 -53 2272.0436455974536 2278.17332267036 50 GTEX 1 100 100 1.0 0.0025 75 3035 -54 2271.447253865401 2277.6823823297887 50 GTEX 1 100 100 1.0 0.0025 75 3035 -55 2271.3876685439386 2276.100067486781 50 GTEX 1 100 100 1.0 0.0025 75 3035 -56 2272.1212395071366 2276.2340979050323 50 GTEX 1 100 100 1.0 0.0025 75 3035 -57 2271.3954053028365 2277.1183432227303 50 GTEX 1 100 100 1.0 0.0025 75 3035 -58 2271.2332115217664 2283.437983175648 50 GTEX 1 100 100 1.0 0.0025 75 3035 -59 2271.888487151297 2279.1822347314637 50 GTEX 1 100 100 1.0 0.0025 75 3035 -60 2271.6374115605936 2276.553583297439 50 GTEX 1 100 100 1.0 0.0025 75 3035 -61 2271.3373409668948 2276.4493723822184 50 GTEX 1 100 100 1.0 0.0025 75 3035 -62 2270.7002154533925 2275.310720001337 50 GTEX 1 100 100 1.0 0.0025 75 3035 -63 2271.363031384307 2274.689974824739 50 GTEX 1 100 100 1.0 0.0025 75 3035 -64 2271.7488944687384 2274.865134119534 50 GTEX 1 100 100 1.0 0.0025 75 3035 -65 2270.3494875238907 2278.965301861781 50 GTEX 1 100 100 1.0 0.0025 75 3035 -66 2271.405078475725 2273.7810903338877 50 GTEX 1 100 100 1.0 0.0025 75 3035 -67 2271.4087356079012 2278.68600080947 50 GTEX 1 100 100 1.0 0.0025 75 3035 -68 2270.889880999046 2275.3533694191124 50 GTEX 1 100 100 1.0 0.0025 75 3035 -69 2271.7203562168256 2276.6409322644367 50 GTEX 1 100 100 1.0 0.0025 75 3035 -70 2270.049741763329 2278.3355350857 50 GTEX 1 100 100 1.0 0.0025 75 3035 -71 2270.478912253585 2276.8232055199915 50 GTEX 1 100 100 1.0 0.0025 75 3035 -72 2270.83187693105 2273.9138986565767 50 GTEX 1 100 100 1.0 0.0025 75 3035 -73 2271.4488351962327 2275.1964357325332 50 GTEX 1 100 100 1.0 0.0025 75 3035 -74 2270.4548095109985 2276.1712846067016 50 GTEX 1 100 100 1.0 0.0025 75 3035 -75 2270.421347416932 2277.7770620135752 50 GTEX 1 100 100 1.0 0.0025 75 3035 -76 2270.1467819753816 2276.4226385196353 50 GTEX 1 100 100 1.0 0.0025 75 3035 -77 2270.6792743151373 2275.0816274432627 50 GTEX 1 100 100 1.0 0.0025 75 3035 -78 2269.903369723447 2285.110630049905 50 GTEX 1 100 100 1.0 0.0025 75 3035 -79 2270.5509162790813 2275.9940487241565 50 GTEX 1 100 100 1.0 0.0025 75 3035 -80 2269.9527472486666 2274.088300929777 50 GTEX 1 100 100 1.0 0.0025 75 3035 -81 2270.6726770510804 2276.0087853493346 50 GTEX 1 100 100 1.0 0.0025 75 3035 -82 2270.735447496072 2276.6895297090364 50 GTEX 1 100 100 1.0 0.0025 75 3035 -83 2270.396666674575 2273.7240203741385 50 GTEX 1 100 100 1.0 0.0025 75 3035 -84 2269.590019421906 2273.661888441659 50 GTEX 1 100 100 1.0 0.0025 75 3035 -85 2269.802585961638 2274.9032135589946 50 GTEX 1 100 100 1.0 0.0025 75 3035 -86 2270.5957204549354 2274.7789357696647 50 GTEX 1 100 100 1.0 0.0025 75 3035 -87 2270.755039632944 2273.6505372950332 50 GTEX 1 100 100 1.0 0.0025 75 3035 -88 2270.0972574293846 2281.7383007441185 50 GTEX 1 100 100 1.0 0.0025 75 3035 -89 2269.896596658541 2281.576893157379 50 GTEX 1 100 100 1.0 0.0025 75 3035 -90 2269.9505741985317 2278.0485575280713 50 GTEX 1 100 100 1.0 0.0025 75 3035 -91 2269.674699160571 2274.726071433876 50 GTEX 1 100 100 1.0 0.0025 75 3035 -92 2270.062132074121 2277.4841262179184 50 GTEX 1 100 100 1.0 0.0025 75 3035 -93 2270.280939634264 2276.9840018268774 50 GTEX 1 100 100 1.0 0.0025 75 3035 -94 2269.5744318153684 2273.556032594166 50 GTEX 1 100 100 1.0 0.0025 75 3035 -95 2269.2730362810453 2275.1242559744833 50 GTEX 1 100 100 1.0 0.0025 75 3035 -96 2269.471598453427 2278.9839865100703 50 GTEX 1 100 100 1.0 0.0025 75 3035 -97 2270.1952800837366 2276.435648058757 50 GTEX 1 100 100 1.0 0.0025 75 3035 -98 2269.3593577474303 2276.4002300305965 50 GTEX 1 100 100 1.0 0.0025 75 3035 -99 2269.6079810233077 2279.2374884891874 50 GTEX 1 100 100 1.0 0.0025 75 3035 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index cbe4d6f49..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2718.643626637679 2569.481579914746 50 GTEX 1 50 100 0.5 0.0025 75 1905 -1 2407.4628580797935 2394.7741796689343 50 GTEX 1 50 100 0.5 0.0025 75 1905 -2 2364.7789095045205 2359.6542527811607 50 GTEX 1 50 100 0.5 0.0025 75 1905 -3 2344.1178614333426 2353.702205527418 50 GTEX 1 50 100 0.5 0.0025 75 1905 -4 2331.393257938142 2336.7046905633615 50 GTEX 1 50 100 0.5 0.0025 75 1905 -5 2322.0889235613677 2340.67989033166 50 GTEX 1 50 100 0.5 0.0025 75 1905 -6 2315.5261554115614 2322.651422884981 50 GTEX 1 50 100 0.5 0.0025 75 1905 -7 2311.2210235482876 2321.320293934173 50 GTEX 1 50 100 0.5 0.0025 75 1905 -8 2306.7871886749285 2318.9148390157143 50 GTEX 1 50 100 0.5 0.0025 75 1905 -9 2304.175266303343 2313.3250133673955 50 GTEX 1 50 100 0.5 0.0025 75 1905 -10 2299.511989375512 2307.4013254143892 50 GTEX 1 50 100 0.5 0.0025 75 1905 -11 2297.437073946629 2308.136286166231 50 GTEX 1 50 100 0.5 0.0025 75 1905 -12 2294.7728688357006 2313.276305456125 50 GTEX 1 50 100 0.5 0.0025 75 1905 -13 2292.7869149547855 2314.450540636882 50 GTEX 1 50 100 0.5 0.0025 75 1905 -14 2291.876431576463 2301.9985449033093 50 GTEX 1 50 100 0.5 0.0025 75 1905 -15 2289.3918173614597 2301.415334723295 50 GTEX 1 50 100 0.5 0.0025 75 1905 -16 2288.4951721687835 2300.861217658329 50 GTEX 1 50 100 0.5 0.0025 75 1905 -17 2286.5382141068153 2298.525307542924 50 GTEX 1 50 100 0.5 0.0025 75 1905 -18 2285.6701827266343 2296.8789187819334 50 GTEX 1 50 100 0.5 0.0025 75 1905 -19 2284.8248064720706 2294.979792025606 50 GTEX 1 50 100 0.5 0.0025 75 1905 -20 2283.2583127729463 2297.4503145979384 50 GTEX 1 50 100 0.5 0.0025 75 1905 -21 2282.700536779281 2305.940121494772 50 GTEX 1 50 100 0.5 0.0025 75 1905 -22 2281.698078068884 2296.9994472025014 50 GTEX 1 50 100 0.5 0.0025 75 1905 -23 2280.618625497823 2295.3564843007366 50 GTEX 1 50 100 0.5 0.0025 75 1905 -24 2279.5860557922833 2291.7195701454075 50 GTEX 1 50 100 0.5 0.0025 75 1905 -25 2278.9587643724994 2291.9058369103495 50 GTEX 1 50 100 0.5 0.0025 75 1905 -26 2278.489661249274 2291.3857175877793 50 GTEX 1 50 100 0.5 0.0025 75 1905 -27 2278.4739230373434 2290.5176598146386 50 GTEX 1 50 100 0.5 0.0025 75 1905 -28 2277.603347122323 2289.8366216507247 50 GTEX 1 50 100 0.5 0.0025 75 1905 -29 2277.799818355455 2289.035366043845 50 GTEX 1 50 100 0.5 0.0025 75 1905 -30 2277.3555313647075 2288.083720276111 50 GTEX 1 50 100 0.5 0.0025 75 1905 -31 2276.9141969359434 2288.9781206370308 50 GTEX 1 50 100 0.5 0.0025 75 1905 -32 2275.8676745949747 2289.916664036508 50 GTEX 1 50 100 0.5 0.0025 75 1905 -33 2275.2699607074655 2286.2891372274535 50 GTEX 1 50 100 0.5 0.0025 75 1905 -34 2275.3206784143686 2290.7823982963996 50 GTEX 1 50 100 0.5 0.0025 75 1905 -35 2274.9712756575886 2289.1013489929896 50 GTEX 1 50 100 0.5 0.0025 75 1905 -36 2274.6597816964522 2287.4654095435776 50 GTEX 1 50 100 0.5 0.0025 75 1905 -37 2274.417924213097 2286.2662121442786 50 GTEX 1 50 100 0.5 0.0025 75 1905 -38 2274.8960673476367 2288.014257162696 50 GTEX 1 50 100 0.5 0.0025 75 1905 -39 2273.3033955687765 2287.1293184113592 50 GTEX 1 50 100 0.5 0.0025 75 1905 -40 2273.670845519304 2288.236304917716 50 GTEX 1 50 100 0.5 0.0025 75 1905 -41 2272.441517373054 2284.234213941451 50 GTEX 1 50 100 0.5 0.0025 75 1905 -42 2274.1066906136116 2286.8038088722374 50 GTEX 1 50 100 0.5 0.0025 75 1905 -43 2272.508139447802 2288.5161026058995 50 GTEX 1 50 100 0.5 0.0025 75 1905 -44 2273.077242333773 2284.7666284829493 50 GTEX 1 50 100 0.5 0.0025 75 1905 -45 2272.4049221968417 2288.238765353939 50 GTEX 1 50 100 0.5 0.0025 75 1905 -46 2271.971585172301 2283.4113560665696 50 GTEX 1 50 100 0.5 0.0025 75 1905 -47 2271.2599606383524 2283.8228091395854 50 GTEX 1 50 100 0.5 0.0025 75 1905 -48 2272.8727115974816 2283.6074854629574 50 GTEX 1 50 100 0.5 0.0025 75 1905 -49 2272.9669774983167 2290.164814880139 50 GTEX 1 50 100 0.5 0.0025 75 1905 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index bebba3289..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2710.0319009041273 2528.5222961657855 50 GTEX 1 50 100 0.0 0.0025 75 9853 -1 2405.547398714779 2409.5410017006297 50 GTEX 1 50 100 0.0 0.0025 75 9853 -2 2362.6596252112604 2371.7696310413203 50 GTEX 1 50 100 0.0 0.0025 75 9853 -3 2343.890953288809 2365.797263025784 50 GTEX 1 50 100 0.0 0.0025 75 9853 -4 2329.508718917523 2346.261902087542 50 GTEX 1 50 100 0.0 0.0025 75 9853 -5 2321.4701241452626 2340.9682584697302 50 GTEX 1 50 100 0.0 0.0025 75 9853 -6 2314.637581326912 2331.6231670887296 50 GTEX 1 50 100 0.0 0.0025 75 9853 -7 2310.749684089716 2326.1969862093038 50 GTEX 1 50 100 0.0 0.0025 75 9853 -8 2306.082132134982 2327.004150390625 50 GTEX 1 50 100 0.0 0.0025 75 9853 -9 2302.3939031172017 2319.071649703689 50 GTEX 1 50 100 0.0 0.0025 75 9853 -10 2298.9822277642484 2317.180239833353 50 GTEX 1 50 100 0.0 0.0025 75 9853 -11 2296.8365476839367 2328.025730379634 50 GTEX 1 50 100 0.0 0.0025 75 9853 -12 2293.841132973421 2313.51055652923 50 GTEX 1 50 100 0.0 0.0025 75 9853 -13 2291.839583388349 2317.923939519962 50 GTEX 1 50 100 0.0 0.0025 75 9853 -14 2290.0751084565136 2309.221170055549 50 GTEX 1 50 100 0.0 0.0025 75 9853 -15 2288.301352518947 2306.9878732659517 50 GTEX 1 50 100 0.0 0.0025 75 9853 -16 2287.7922868737705 2307.260058500921 50 GTEX 1 50 100 0.0 0.0025 75 9853 -17 2285.0692296111247 2311.7322004775133 50 GTEX 1 50 100 0.0 0.0025 75 9853 -18 2284.9800967624174 2303.9482031992634 50 GTEX 1 50 100 0.0 0.0025 75 9853 -19 2283.2575219399046 2303.2820074857414 50 GTEX 1 50 100 0.0 0.0025 75 9853 -20 2281.664956177957 2302.4996843809413 50 GTEX 1 50 100 0.0 0.0025 75 9853 -21 2281.2477821034995 2299.2728819176273 50 GTEX 1 50 100 0.0 0.0025 75 9853 -22 2279.998486493172 2300.578512097493 50 GTEX 1 50 100 0.0 0.0025 75 9853 -23 2279.3949843813957 2298.139888400814 50 GTEX 1 50 100 0.0 0.0025 75 9853 -24 2279.2878389601296 2298.5202817735562 50 GTEX 1 50 100 0.0 0.0025 75 9853 -25 2279.0050676393575 2298.30647214012 50 GTEX 1 50 100 0.0 0.0025 75 9853 -26 2277.2965395161727 2297.94217998084 50 GTEX 1 50 100 0.0 0.0025 75 9853 -27 2277.8104965872403 2306.1707248470175 50 GTEX 1 50 100 0.0 0.0025 75 9853 -28 2276.623262132399 2299.253611517496 50 GTEX 1 50 100 0.0 0.0025 75 9853 -29 2276.6655286847567 2295.3271864974454 50 GTEX 1 50 100 0.0 0.0025 75 9853 -30 2277.5756575472697 2295.653298033508 50 GTEX 1 50 100 0.0 0.0025 75 9853 -31 2274.920521872442 2296.8295893796044 50 GTEX 1 50 100 0.0 0.0025 75 9853 -32 2275.4732060886254 2299.4401665169025 50 GTEX 1 50 100 0.0 0.0025 75 9853 -33 2274.8039552328564 2295.76580740925 50 GTEX 1 50 100 0.0 0.0025 75 9853 -34 2274.6337997389783 2293.077140082878 50 GTEX 1 50 100 0.0 0.0025 75 9853 -35 2274.864957534437 2293.873105357355 50 GTEX 1 50 100 0.0 0.0025 75 9853 -36 2273.8930004906024 2301.9346909903757 50 GTEX 1 50 100 0.0 0.0025 75 9853 -37 2273.038293484109 2297.76815552222 50 GTEX 1 50 100 0.0 0.0025 75 9853 -38 2273.6126502546676 2298.8987294476296 50 GTEX 1 50 100 0.0 0.0025 75 9853 -39 2273.2983004387775 2299.60721904334 50 GTEX 1 50 100 0.0 0.0025 75 9853 -40 2272.696086518878 2293.023924388813 50 GTEX 1 50 100 0.0 0.0025 75 9853 -41 2272.0512140341943 2301.4207675484195 50 GTEX 1 50 100 0.0 0.0025 75 9853 -42 2271.1536194344085 2292.2907533826938 50 GTEX 1 50 100 0.0 0.0025 75 9853 -43 2271.8918675460645 2293.5039522004217 50 GTEX 1 50 100 0.0 0.0025 75 9853 -44 2270.8315838436724 2293.8036617380585 50 GTEX 1 50 100 0.0 0.0025 75 9853 -45 2271.858180549664 2291.2101354562737 50 GTEX 1 50 100 0.0 0.0025 75 9853 -46 2270.775582801607 2290.7236151749644 50 GTEX 1 50 100 0.0 0.0025 75 9853 -47 2271.082935166029 2294.134707142645 50 GTEX 1 50 100 0.0 0.0025 75 9853 -48 2271.3311083793537 2291.5202710982057 50 GTEX 1 50 100 0.0 0.0025 75 9853 -49 2271.3310792640304 2293.550460061193 50 GTEX 1 50 100 0.0 0.0025 75 9853 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index ce20c1c5a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.0025lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2716.7387446968332 2481.037262078927 50 GTEX 1 50 100 1.0 0.0025 75 1941 -1 2405.106499752223 2395.069998273378 50 GTEX 1 50 100 1.0 0.0025 75 1941 -2 2366.5650269728067 2374.0004604325095 50 GTEX 1 50 100 1.0 0.0025 75 1941 -3 2343.4163745506594 2343.7594987412367 50 GTEX 1 50 100 1.0 0.0025 75 1941 -4 2330.478595337546 2333.4641623841494 50 GTEX 1 50 100 1.0 0.0025 75 1941 -5 2323.480942744369 2331.1643971490316 50 GTEX 1 50 100 1.0 0.0025 75 1941 -6 2315.5069893538493 2321.8343779705324 50 GTEX 1 50 100 1.0 0.0025 75 1941 -7 2310.7916849163953 2324.2050015409636 50 GTEX 1 50 100 1.0 0.0025 75 1941 -8 2306.290750801922 2312.875786262773 50 GTEX 1 50 100 1.0 0.0025 75 1941 -9 2302.7106038987404 2310.6515876566955 50 GTEX 1 50 100 1.0 0.0025 75 1941 -10 2301.122392308892 2312.5356366407736 50 GTEX 1 50 100 1.0 0.0025 75 1941 -11 2297.8716580560267 2304.5605343430666 50 GTEX 1 50 100 1.0 0.0025 75 1941 -12 2295.155043351659 2302.756821548984 50 GTEX 1 50 100 1.0 0.0025 75 1941 -13 2293.1258255702787 2302.950486795984 50 GTEX 1 50 100 1.0 0.0025 75 1941 -14 2291.0824280333163 2300.1645633131834 50 GTEX 1 50 100 1.0 0.0025 75 1941 -15 2290.6259527338384 2298.1238911559826 50 GTEX 1 50 100 1.0 0.0025 75 1941 -16 2287.7736788038796 2298.6482871168014 50 GTEX 1 50 100 1.0 0.0025 75 1941 -17 2286.1166550944645 2296.032830416023 50 GTEX 1 50 100 1.0 0.0025 75 1941 -18 2286.040695408021 2306.5568768751486 50 GTEX 1 50 100 1.0 0.0025 75 1941 -19 2285.4508728046685 2292.5963390045745 50 GTEX 1 50 100 1.0 0.0025 75 1941 -20 2283.129387104135 2296.2863305385576 50 GTEX 1 50 100 1.0 0.0025 75 1941 -21 2282.3852018906546 2293.9624849616803 50 GTEX 1 50 100 1.0 0.0025 75 1941 -22 2281.1716519028682 2294.386716893417 50 GTEX 1 50 100 1.0 0.0025 75 1941 -23 2280.4854130940867 2290.8451252636346 50 GTEX 1 50 100 1.0 0.0025 75 1941 -24 2280.5767001801487 2288.350321838611 50 GTEX 1 50 100 1.0 0.0025 75 1941 -25 2279.713936661974 2291.195672212898 50 GTEX 1 50 100 1.0 0.0025 75 1941 -26 2279.88795789197 2291.1305117298893 50 GTEX 1 50 100 1.0 0.0025 75 1941 -27 2277.6988994098333 2290.454919387179 50 GTEX 1 50 100 1.0 0.0025 75 1941 -28 2277.335737432083 2288.591474293756 50 GTEX 1 50 100 1.0 0.0025 75 1941 -29 2276.6749105496806 2290.31867917137 50 GTEX 1 50 100 1.0 0.0025 75 1941 -30 2276.582058173293 2289.3109557873395 50 GTEX 1 50 100 1.0 0.0025 75 1941 -31 2276.879817464201 2284.3900118635634 50 GTEX 1 50 100 1.0 0.0025 75 1941 -32 2276.0394909001334 2284.101828919617 50 GTEX 1 50 100 1.0 0.0025 75 1941 -33 2275.9108260829557 2289.575762498515 50 GTEX 1 50 100 1.0 0.0025 75 1941 -34 2275.413004445541 2285.1128788357 50 GTEX 1 50 100 1.0 0.0025 75 1941 -35 2274.5234837647386 2291.31819089012 50 GTEX 1 50 100 1.0 0.0025 75 1941 -36 2274.384891885959 2287.415827181856 50 GTEX 1 50 100 1.0 0.0025 75 1941 -37 2273.9272568218053 2284.3906709504217 50 GTEX 1 50 100 1.0 0.0025 75 1941 -38 2273.181838010903 2283.5041466774596 50 GTEX 1 50 100 1.0 0.0025 75 1941 -39 2273.3643961940984 2285.7213236877674 50 GTEX 1 50 100 1.0 0.0025 75 1941 -40 2273.3935791866647 2286.2749390112585 50 GTEX 1 50 100 1.0 0.0025 75 1941 -41 2272.404368232041 2283.697406725285 50 GTEX 1 50 100 1.0 0.0025 75 1941 -42 2273.7226392295274 2281.6083190685895 50 GTEX 1 50 100 1.0 0.0025 75 1941 -43 2273.3381936925634 2281.318018227929 50 GTEX 1 50 100 1.0 0.0025 75 1941 -44 2273.2989978139526 2284.912113552311 50 GTEX 1 50 100 1.0 0.0025 75 1941 -45 2272.1516726791915 2282.156065734167 50 GTEX 1 50 100 1.0 0.0025 75 1941 -46 2272.0945826621423 2281.724154512239 50 GTEX 1 50 100 1.0 0.0025 75 1941 -47 2271.968661880372 2281.454707272606 50 GTEX 1 50 100 1.0 0.0025 75 1941 -48 2272.423194860271 2283.501683456363 50 GTEX 1 50 100 1.0 0.0025 75 1941 -49 2271.319451160941 2283.8611048709304 50 GTEX 1 50 100 1.0 0.0025 75 1941 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_100bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_100bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 7a40c22ba..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_100bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3002.6148633029125 2994.6934438495127 100 GTEX 1 100 100 0.5 0.002 75 6515 -1 2481.797465687759 2581.547461680133 100 GTEX 1 100 100 0.5 0.002 75 6515 -2 2422.8369388195506 2435.638395244178 100 GTEX 1 100 100 0.5 0.002 75 6515 -3 2388.7893549684513 2412.7144278754754 100 GTEX 1 100 100 0.5 0.002 75 6515 -4 2371.3777963862544 2396.1531114469462 100 GTEX 1 100 100 0.5 0.002 75 6515 -5 2357.5832773548905 2380.703177912607 100 GTEX 1 100 100 0.5 0.002 75 6515 -6 2346.5066720509813 2375.011008607117 100 GTEX 1 100 100 0.5 0.002 75 6515 -7 2338.3041583696163 2371.794512498515 100 GTEX 1 100 100 0.5 0.002 75 6515 -8 2331.8805706201065 2355.072170010991 100 GTEX 1 100 100 0.5 0.002 75 6515 -9 2327.497720185084 2357.2073561519724 100 GTEX 1 100 100 0.5 0.002 75 6515 -10 2321.8461435168297 2345.3648509906725 100 GTEX 1 100 100 0.5 0.002 75 6515 -11 2317.8560995390235 2340.151077560599 100 GTEX 1 100 100 0.5 0.002 75 6515 -12 2314.382329195949 2341.6088347344344 100 GTEX 1 100 100 0.5 0.002 75 6515 -13 2310.8902758482177 2333.672766159696 100 GTEX 1 100 100 0.5 0.002 75 6515 -14 2309.2983651681498 2332.048042790518 100 GTEX 1 100 100 0.5 0.002 75 6515 -15 2305.297988964132 2330.335415800261 100 GTEX 1 100 100 0.5 0.002 75 6515 -16 2302.9221107077547 2327.3381997460197 100 GTEX 1 100 100 0.5 0.002 75 6515 -17 2300.6085076264094 2327.411679576105 100 GTEX 1 100 100 0.5 0.002 75 6515 -18 2298.3947077987186 2322.5655689312025 100 GTEX 1 100 100 0.5 0.002 75 6515 -19 2297.4883134341662 2321.064283247683 100 GTEX 1 100 100 0.5 0.002 75 6515 -20 2296.6080642431025 2320.855390773527 100 GTEX 1 100 100 0.5 0.002 75 6515 -21 2293.1459450581215 2318.4006087734674 100 GTEX 1 100 100 0.5 0.002 75 6515 -22 2292.473446799367 2324.276364402626 100 GTEX 1 100 100 0.5 0.002 75 6515 -23 2291.092649291206 2321.904675617871 100 GTEX 1 100 100 0.5 0.002 75 6515 -24 2290.414548125025 2317.5935661983126 100 GTEX 1 100 100 0.5 0.002 75 6515 -25 2288.0447326382928 2323.900531725285 100 GTEX 1 100 100 0.5 0.002 75 6515 -26 2287.338498101134 2314.098121323966 100 GTEX 1 100 100 0.5 0.002 75 6515 -27 2285.6613675144995 2313.834662955977 100 GTEX 1 100 100 0.5 0.002 75 6515 -28 2285.4976232457566 2315.3094979057746 100 GTEX 1 100 100 0.5 0.002 75 6515 -29 2283.6229124906336 2312.1692590749763 100 GTEX 1 100 100 0.5 0.002 75 6515 -30 2282.6784721093254 2309.514659576996 100 GTEX 1 100 100 0.5 0.002 75 6515 -31 2282.3479388414194 2307.838013159458 100 GTEX 1 100 100 0.5 0.002 75 6515 -32 2281.1535053972434 2306.462301159993 100 GTEX 1 100 100 0.5 0.002 75 6515 -33 2281.090099469704 2305.1027924860387 100 GTEX 1 100 100 0.5 0.002 75 6515 -34 2279.5111527677145 2305.5809822807746 100 GTEX 1 100 100 0.5 0.002 75 6515 -35 2278.78204508816 2306.1803382322364 100 GTEX 1 100 100 0.5 0.002 75 6515 -36 2278.3853231486264 2306.675345881357 100 GTEX 1 100 100 0.5 0.002 75 6515 -37 2278.122022526234 2306.5357206511408 100 GTEX 1 100 100 0.5 0.002 75 6515 -38 2277.4123734502086 2301.806760374584 100 GTEX 1 100 100 0.5 0.002 75 6515 -39 2275.6822949074335 2306.7200440381416 100 GTEX 1 100 100 0.5 0.002 75 6515 -40 2276.883710819904 2304.952150294083 100 GTEX 1 100 100 0.5 0.002 75 6515 -41 2275.8467408064694 2303.102847255228 100 GTEX 1 100 100 0.5 0.002 75 6515 -42 2275.3691645310273 2306.9551263961503 100 GTEX 1 100 100 0.5 0.002 75 6515 -43 2273.240240564263 2302.9366487568323 100 GTEX 1 100 100 0.5 0.002 75 6515 -44 2273.795352260855 2301.875095614009 100 GTEX 1 100 100 0.5 0.002 75 6515 -45 2273.172680248866 2298.6881841507247 100 GTEX 1 100 100 0.5 0.002 75 6515 -46 2272.787192336909 2301.517986573194 100 GTEX 1 100 100 0.5 0.002 75 6515 -47 2272.5612275391654 2302.7001999539566 100 GTEX 1 100 100 0.5 0.002 75 6515 -48 2271.842361696799 2296.5743589219937 100 GTEX 1 100 100 0.5 0.002 75 6515 -49 2271.605600736027 2298.6955742781606 100 GTEX 1 100 100 0.5 0.002 75 6515 -50 2270.739557398603 2297.195502799727 100 GTEX 1 100 100 0.5 0.002 75 6515 -51 2270.445542843727 2299.74762728731 100 GTEX 1 100 100 0.5 0.002 75 6515 -52 2270.129608138179 2297.2528786314756 100 GTEX 1 100 100 0.5 0.002 75 6515 -53 2269.994998044193 2296.482251997683 100 GTEX 1 100 100 0.5 0.002 75 6515 -54 2269.16558147401 2299.0623616845887 100 GTEX 1 100 100 0.5 0.002 75 6515 -55 2269.1976769015064 2295.998338358484 100 GTEX 1 100 100 0.5 0.002 75 6515 -56 2269.1190722594356 2295.2341577798243 100 GTEX 1 100 100 0.5 0.002 75 6515 -57 2268.4068397077926 2293.653330523705 100 GTEX 1 100 100 0.5 0.002 75 6515 -58 2268.69799245075 2295.6914563777327 100 GTEX 1 100 100 0.5 0.002 75 6515 -59 2267.4219199495205 2294.796277180371 100 GTEX 1 100 100 0.5 0.002 75 6515 -60 2267.533107371948 2298.3252797870127 100 GTEX 1 100 100 0.5 0.002 75 6515 -61 2267.958399334943 2292.664470948194 100 GTEX 1 100 100 0.5 0.002 75 6515 -62 2266.815144388278 2297.825629752852 100 GTEX 1 100 100 0.5 0.002 75 6515 -63 2267.3676678383626 2296.255551182272 100 GTEX 1 100 100 0.5 0.002 75 6515 -64 2266.599240237057 2294.232976993227 100 GTEX 1 100 100 0.5 0.002 75 6515 -65 2265.7812856656265 2292.2045183653163 100 GTEX 1 100 100 0.5 0.002 75 6515 -66 2265.6993947313695 2292.9537200347554 100 GTEX 1 100 100 0.5 0.002 75 6515 -67 2266.2353635541963 2294.729337162845 100 GTEX 1 100 100 0.5 0.002 75 6515 -68 2265.1653511818604 2294.4155997504754 100 GTEX 1 100 100 0.5 0.002 75 6515 -69 2264.3118539699167 2291.254781628743 100 GTEX 1 100 100 0.5 0.002 75 6515 -70 2264.583496351636 2292.3161927429896 100 GTEX 1 100 100 0.5 0.002 75 6515 -71 2265.066762287337 2293.4529430548955 100 GTEX 1 100 100 0.5 0.002 75 6515 -72 2264.71902872313 2291.2282195000594 100 GTEX 1 100 100 0.5 0.002 75 6515 -73 2264.8574291473838 2300.1296767318204 100 GTEX 1 100 100 0.5 0.002 75 6515 -74 2264.893858992916 2290.7954853478495 100 GTEX 1 100 100 0.5 0.002 75 6515 -75 2264.660237406707 2292.3656094047055 100 GTEX 1 100 100 0.5 0.002 75 6515 -76 2264.711343592999 2291.3443654571647 100 GTEX 1 100 100 0.5 0.002 75 6515 -77 2264.426915819219 2288.6861641887476 100 GTEX 1 100 100 0.5 0.002 75 6515 -78 2263.7594051778133 2294.0788537087096 100 GTEX 1 100 100 0.5 0.002 75 6515 -79 2263.5917400885146 2288.6613890209123 100 GTEX 1 100 100 0.5 0.002 75 6515 -80 2264.4566547880963 2293.267301494178 100 GTEX 1 100 100 0.5 0.002 75 6515 -81 2264.0102682447086 2294.063872014615 100 GTEX 1 100 100 0.5 0.002 75 6515 -82 2263.5425533988955 2289.496016701818 100 GTEX 1 100 100 0.5 0.002 75 6515 -83 2262.5222210777815 2290.5005402655656 100 GTEX 1 100 100 0.5 0.002 75 6515 -84 2262.4685533361776 2297.2454578704255 100 GTEX 1 100 100 0.5 0.002 75 6515 -85 2263.107499163418 2289.024055742039 100 GTEX 1 100 100 0.5 0.002 75 6515 -86 2262.57089619905 2290.4469500059413 100 GTEX 1 100 100 0.5 0.002 75 6515 -87 2262.6825521228757 2288.5096579432034 100 GTEX 1 100 100 0.5 0.002 75 6515 -88 2262.614839035845 2290.9624543280656 100 GTEX 1 100 100 0.5 0.002 75 6515 -89 2262.099290344296 2288.664616689936 100 GTEX 1 100 100 0.5 0.002 75 6515 -90 2262.2634703113445 2291.205646239306 100 GTEX 1 100 100 0.5 0.002 75 6515 -91 2262.104199074334 2287.8286197792895 100 GTEX 1 100 100 0.5 0.002 75 6515 -92 2262.527115727247 2290.6962407913497 100 GTEX 1 100 100 0.5 0.002 75 6515 -93 2261.595379400772 2293.671930697481 100 GTEX 1 100 100 0.5 0.002 75 6515 -94 2261.819045661079 2292.7653205204374 100 GTEX 1 100 100 0.5 0.002 75 6515 -95 2261.1669670178317 2289.8586908492753 100 GTEX 1 100 100 0.5 0.002 75 6515 -96 2261.785576913555 2287.3099982548124 100 GTEX 1 100 100 0.5 0.002 75 6515 -97 2261.188320154674 2287.7576630450926 100 GTEX 1 100 100 0.5 0.002 75 6515 -98 2261.330505467801 2293.471591499822 100 GTEX 1 100 100 0.5 0.002 75 6515 -99 2262.1881196741397 2287.8183760842444 100 GTEX 1 100 100 0.5 0.002 75 6515 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_100bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_100bs_100e_0k_GTEX.tsv deleted file mode 100644 index 43b12a3db..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_100bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3013.3610247221845 2908.757586925202 100 GTEX 1 100 100 0.0 0.002 75 9915 -1 2483.809157411312 2441.7644340021984 100 GTEX 1 100 100 0.0 0.002 75 9915 -2 2421.6047905615396 2429.212306729741 100 GTEX 1 100 100 0.0 0.002 75 9915 -3 2389.861435895537 2369.8849744905538 100 GTEX 1 100 100 0.0 0.002 75 9915 -4 2372.2444252279297 2365.5443017763782 100 GTEX 1 100 100 0.0 0.002 75 9915 -5 2359.396074516866 2343.609052882902 100 GTEX 1 100 100 0.0 0.002 75 9915 -6 2349.5629962241374 2334.487250846602 100 GTEX 1 100 100 0.0 0.002 75 9915 -7 2341.4963848000784 2326.7079641828063 100 GTEX 1 100 100 0.0 0.002 75 9915 -8 2334.8123029235603 2323.4293161834603 100 GTEX 1 100 100 0.0 0.002 75 9915 -9 2329.967158895291 2315.2626646788854 100 GTEX 1 100 100 0.0 0.002 75 9915 -10 2325.7107654384968 2306.334461516754 100 GTEX 1 100 100 0.0 0.002 75 9915 -11 2321.4357682700847 2313.612371524477 100 GTEX 1 100 100 0.0 0.002 75 9915 -12 2317.530770357929 2301.76832075808 100 GTEX 1 100 100 0.0 0.002 75 9915 -13 2314.6335299387015 2302.070190893833 100 GTEX 1 100 100 0.0 0.002 75 9915 -14 2312.101021429497 2294.9008826194154 100 GTEX 1 100 100 0.0 0.002 75 9915 -15 2309.868414805005 2296.1367438138664 100 GTEX 1 100 100 0.0 0.002 75 9915 -16 2306.398832452326 2294.3860930816304 100 GTEX 1 100 100 0.0 0.002 75 9915 -17 2304.92033235206 2293.306230320223 100 GTEX 1 100 100 0.0 0.002 75 9915 -18 2302.800496956533 2291.299220792241 100 GTEX 1 100 100 0.0 0.002 75 9915 -19 2300.61048166596 2284.8749322347317 100 GTEX 1 100 100 0.0 0.002 75 9915 -20 2299.39911037601 2286.149305452412 100 GTEX 1 100 100 0.0 0.002 75 9915 -21 2298.43175695735 2283.464955144962 100 GTEX 1 100 100 0.0 0.002 75 9915 -22 2295.98411389048 2281.049173449382 100 GTEX 1 100 100 0.0 0.002 75 9915 -23 2294.3021628481665 2283.519278754753 100 GTEX 1 100 100 0.0 0.002 75 9915 -24 2293.743059412383 2277.6989792508316 100 GTEX 1 100 100 0.0 0.002 75 9915 -25 2293.008955269992 2278.5429223354326 100 GTEX 1 100 100 0.0 0.002 75 9915 -26 2290.7789610301325 2285.1731346913616 100 GTEX 1 100 100 0.0 0.002 75 9915 -27 2290.165444974979 2278.144709481939 100 GTEX 1 100 100 0.0 0.002 75 9915 -28 2289.4168659007523 2276.3322373306796 100 GTEX 1 100 100 0.0 0.002 75 9915 -29 2288.443390630777 2272.3789211026615 100 GTEX 1 100 100 0.0 0.002 75 9915 -30 2287.800523183534 2272.2131551880348 100 GTEX 1 100 100 0.0 0.002 75 9915 -31 2286.3519718423618 2271.730221824501 100 GTEX 1 100 100 0.0 0.002 75 9915 -32 2285.3312631367103 2270.5584916379516 100 GTEX 1 100 100 0.0 0.002 75 9915 -33 2284.1419875146066 2269.5524085447364 100 GTEX 1 100 100 0.0 0.002 75 9915 -34 2283.796778138039 2270.6469113890207 100 GTEX 1 100 100 0.0 0.002 75 9915 -35 2282.27335291341 2267.0861955649953 100 GTEX 1 100 100 0.0 0.002 75 9915 -36 2282.1516960178697 2270.3877045954137 100 GTEX 1 100 100 0.0 0.002 75 9915 -37 2280.976057636684 2266.995093980216 100 GTEX 1 100 100 0.0 0.002 75 9915 -38 2281.6644693408684 2267.6064870856108 100 GTEX 1 100 100 0.0 0.002 75 9915 -39 2280.4835245437275 2266.9949361706867 100 GTEX 1 100 100 0.0 0.002 75 9915 -40 2279.8299093902256 2265.8032941346837 100 GTEX 1 100 100 0.0 0.002 75 9915 -41 2279.3016393654852 2269.0619077501187 100 GTEX 1 100 100 0.0 0.002 75 9915 -42 2278.5711877649005 2264.2127142496433 100 GTEX 1 100 100 0.0 0.002 75 9915 -43 2278.3245116568573 2265.3982137817848 100 GTEX 1 100 100 0.0 0.002 75 9915 -44 2277.562849229148 2264.3625135530538 100 GTEX 1 100 100 0.0 0.002 75 9915 -45 2277.69142074319 2264.1629782557034 100 GTEX 1 100 100 0.0 0.002 75 9915 -46 2277.106859864158 2267.2534931603495 100 GTEX 1 100 100 0.0 0.002 75 9915 -47 2276.030448671 2264.451657371376 100 GTEX 1 100 100 0.0 0.002 75 9915 -48 2276.5840666148283 2275.0074161195935 100 GTEX 1 100 100 0.0 0.002 75 9915 -49 2276.0162447515054 2266.051720680846 100 GTEX 1 100 100 0.0 0.002 75 9915 -50 2275.098813281085 2259.7685045597673 100 GTEX 1 100 100 0.0 0.002 75 9915 -51 2275.4515067141124 2260.0342920107532 100 GTEX 1 100 100 0.0 0.002 75 9915 -52 2274.0626135213934 2258.755903932985 100 GTEX 1 100 100 0.0 0.002 75 9915 -53 2273.951896276622 2260.2780511080086 100 GTEX 1 100 100 0.0 0.002 75 9915 -54 2273.688368817752 2260.826961850939 100 GTEX 1 100 100 0.0 0.002 75 9915 -55 2273.7445754207047 2259.8580308341257 100 GTEX 1 100 100 0.0 0.002 75 9915 -56 2272.541531706355 2259.3617802028875 100 GTEX 1 100 100 0.0 0.002 75 9915 -57 2272.2649357482323 2262.272692082046 100 GTEX 1 100 100 0.0 0.002 75 9915 -58 2272.3087928895275 2257.80721802222 100 GTEX 1 100 100 0.0 0.002 75 9915 -59 2272.442356998117 2259.0759927147697 100 GTEX 1 100 100 0.0 0.002 75 9915 -60 2271.381326329082 2261.424005428648 100 GTEX 1 100 100 0.0 0.002 75 9915 -61 2271.3149708826136 2259.239981879753 100 GTEX 1 100 100 0.0 0.002 75 9915 -62 2270.804280452823 2257.091520244178 100 GTEX 1 100 100 0.0 0.002 75 9915 -63 2270.339137864589 2257.933383027864 100 GTEX 1 100 100 0.0 0.002 75 9915 -64 2270.242181130217 2258.1826793830205 100 GTEX 1 100 100 0.0 0.002 75 9915 -65 2270.1015257512527 2257.902078258674 100 GTEX 1 100 100 0.0 0.002 75 9915 -66 2270.6694627090733 2259.1597515149715 100 GTEX 1 100 100 0.0 0.002 75 9915 -67 2270.2037340234497 2266.563019843156 100 GTEX 1 100 100 0.0 0.002 75 9915 -68 2270.262113960212 2258.658535453303 100 GTEX 1 100 100 0.0 0.002 75 9915 -69 2268.5417326252955 2254.854113444629 100 GTEX 1 100 100 0.0 0.002 75 9915 -70 2269.1025958231967 2256.2276662384147 100 GTEX 1 100 100 0.0 0.002 75 9915 -71 2269.2894896622806 2266.6679863875356 100 GTEX 1 100 100 0.0 0.002 75 9915 -72 2268.1501205668374 2253.4736838685244 100 GTEX 1 100 100 0.0 0.002 75 9915 -73 2268.456286191714 2254.559936059292 100 GTEX 1 100 100 0.0 0.002 75 9915 -74 2269.49537352613 2256.366754916231 100 GTEX 1 100 100 0.0 0.002 75 9915 -75 2267.788221998125 2252.9710707283743 100 GTEX 1 100 100 0.0 0.002 75 9915 -76 2267.650029558887 2255.8069813079255 100 GTEX 1 100 100 0.0 0.002 75 9915 -77 2268.125891331195 2253.2869701312975 100 GTEX 1 100 100 0.0 0.002 75 9915 -78 2267.902718406702 2254.2289222166114 100 GTEX 1 100 100 0.0 0.002 75 9915 -79 2267.674707670807 2256.4523628728016 100 GTEX 1 100 100 0.0 0.002 75 9915 -80 2267.0685512679324 2254.2991892303353 100 GTEX 1 100 100 0.0 0.002 75 9915 -81 2266.8953502183986 2255.941059069035 100 GTEX 1 100 100 0.0 0.002 75 9915 -82 2266.7207110936756 2256.3133298924668 100 GTEX 1 100 100 0.0 0.002 75 9915 -83 2266.475531085159 2255.0609748173124 100 GTEX 1 100 100 0.0 0.002 75 9915 -84 2267.5815796917086 2258.6511527521984 100 GTEX 1 100 100 0.0 0.002 75 9915 -85 2266.933228789809 2251.6274005614305 100 GTEX 1 100 100 0.0 0.002 75 9915 -86 2266.5898538333404 2253.2392429598385 100 GTEX 1 100 100 0.0 0.002 75 9915 -87 2266.49819441155 2253.6852544632247 100 GTEX 1 100 100 0.0 0.002 75 9915 -88 2266.175453580117 2252.7992439995246 100 GTEX 1 100 100 0.0 0.002 75 9915 -89 2266.2159089736883 2252.8250718497507 100 GTEX 1 100 100 0.0 0.002 75 9915 -90 2265.408226154215 2252.7676403205205 100 GTEX 1 100 100 0.0 0.002 75 9915 -91 2265.8985849849723 2253.715427645259 100 GTEX 1 100 100 0.0 0.002 75 9915 -92 2266.060091912614 2253.2462970458055 100 GTEX 1 100 100 0.0 0.002 75 9915 -93 2265.811025408161 2252.5835675721837 100 GTEX 1 100 100 0.0 0.002 75 9915 -94 2265.8417243574722 2252.40118152923 100 GTEX 1 100 100 0.0 0.002 75 9915 -95 2265.307663813279 2251.5037586516755 100 GTEX 1 100 100 0.0 0.002 75 9915 -96 2265.711647975781 2249.9100272175024 100 GTEX 1 100 100 0.0 0.002 75 9915 -97 2265.6755050799406 2256.0368475968394 100 GTEX 1 100 100 0.0 0.002 75 9915 -98 2265.6526239946575 2252.3083644620365 100 GTEX 1 100 100 0.0 0.002 75 9915 -99 2266.080841802652 2251.607597322065 100 GTEX 1 100 100 0.0 0.002 75 9915 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_100bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_100bs_100e_1k_GTEX.tsv deleted file mode 100644 index b6e51eb8b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_100bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3004.644696632257 2959.2847496583886 100 GTEX 1 100 100 1.0 0.002 75 8580 -1 2481.19347882777 2485.998745878386 100 GTEX 1 100 100 1.0 0.002 75 8580 -2 2423.2644394983067 2445.199640194273 100 GTEX 1 100 100 1.0 0.002 75 8580 -3 2391.6017818835744 2387.9028227483363 100 GTEX 1 100 100 1.0 0.002 75 8580 -4 2372.05164166067 2399.2842855127137 100 GTEX 1 100 100 1.0 0.002 75 8580 -5 2358.5472922594604 2357.3492594091613 100 GTEX 1 100 100 1.0 0.002 75 8580 -6 2348.2178687005685 2344.7305866430015 100 GTEX 1 100 100 1.0 0.002 75 8580 -7 2341.6743534644606 2332.369597344344 100 GTEX 1 100 100 1.0 0.002 75 8580 -8 2334.228613286408 2327.880193790102 100 GTEX 1 100 100 1.0 0.002 75 8580 -9 2328.611509367243 2327.0291567030063 100 GTEX 1 100 100 1.0 0.002 75 8580 -10 2323.8352537927803 2319.3897459080918 100 GTEX 1 100 100 1.0 0.002 75 8580 -11 2320.8135510141724 2317.1524505035054 100 GTEX 1 100 100 1.0 0.002 75 8580 -12 2316.909369207882 2313.663829498871 100 GTEX 1 100 100 1.0 0.002 75 8580 -13 2313.4900129799153 2309.1280002376425 100 GTEX 1 100 100 1.0 0.002 75 8580 -14 2311.0220168836895 2311.613847507723 100 GTEX 1 100 100 1.0 0.002 75 8580 -15 2308.646080525609 2308.8313805177636 100 GTEX 1 100 100 1.0 0.002 75 8580 -16 2305.6223403706626 2303.5036825317848 100 GTEX 1 100 100 1.0 0.002 75 8580 -17 2303.719088346361 2300.7092359419557 100 GTEX 1 100 100 1.0 0.002 75 8580 -18 2301.8817741480275 2298.8752701327826 100 GTEX 1 100 100 1.0 0.002 75 8580 -19 2299.554026693052 2295.3601779720175 100 GTEX 1 100 100 1.0 0.002 75 8580 -20 2298.319687384467 2296.718917092443 100 GTEX 1 100 100 1.0 0.002 75 8580 -21 2296.6360023428424 2292.900388768417 100 GTEX 1 100 100 1.0 0.002 75 8580 -22 2294.4343568603026 2290.01141612702 100 GTEX 1 100 100 1.0 0.002 75 8580 -23 2293.4797780024937 2289.2357238073314 100 GTEX 1 100 100 1.0 0.002 75 8580 -24 2292.232260928381 2288.828488890209 100 GTEX 1 100 100 1.0 0.002 75 8580 -25 2290.6332900531947 2288.858964695223 100 GTEX 1 100 100 1.0 0.002 75 8580 -26 2290.877316460509 2290.200949085076 100 GTEX 1 100 100 1.0 0.002 75 8580 -27 2289.1754394995446 2287.4682886391993 100 GTEX 1 100 100 1.0 0.002 75 8580 -28 2287.8113440778247 2284.6912753609195 100 GTEX 1 100 100 1.0 0.002 75 8580 -29 2286.3982395725366 2288.5911665651734 100 GTEX 1 100 100 1.0 0.002 75 8580 -30 2285.712580207687 2283.1110245737286 100 GTEX 1 100 100 1.0 0.002 75 8580 -31 2284.9383649494625 2281.8984226473385 100 GTEX 1 100 100 1.0 0.002 75 8580 -32 2284.1783106985117 2281.235240167538 100 GTEX 1 100 100 1.0 0.002 75 8580 -33 2282.956964148077 2280.7102310702826 100 GTEX 1 100 100 1.0 0.002 75 8580 -34 2282.5502953413006 2281.368974460848 100 GTEX 1 100 100 1.0 0.002 75 8580 -35 2281.82615591186 2280.141854057747 100 GTEX 1 100 100 1.0 0.002 75 8580 -36 2280.8695619590585 2279.35098510278 100 GTEX 1 100 100 1.0 0.002 75 8580 -37 2279.94571325476 2277.7354685272103 100 GTEX 1 100 100 1.0 0.002 75 8580 -38 2279.4762139413556 2277.2076726993228 100 GTEX 1 100 100 1.0 0.002 75 8580 -39 2278.5754085068115 2277.1974048687025 100 GTEX 1 100 100 1.0 0.002 75 8580 -40 2278.5610969457225 2277.8126178930015 100 GTEX 1 100 100 1.0 0.002 75 8580 -41 2278.0966503400796 2277.840852802697 100 GTEX 1 100 100 1.0 0.002 75 8580 -42 2276.434984477329 2276.0021146476947 100 GTEX 1 100 100 1.0 0.002 75 8580 -43 2276.3787936312074 2278.320843482652 100 GTEX 1 100 100 1.0 0.002 75 8580 -44 2277.6455367215144 2275.9161901437737 100 GTEX 1 100 100 1.0 0.002 75 8580 -45 2275.534647853646 2272.695824916825 100 GTEX 1 100 100 1.0 0.002 75 8580 -46 2275.04198081473 2274.5386503386408 100 GTEX 1 100 100 1.0 0.002 75 8580 -47 2275.224794743418 2273.547262097493 100 GTEX 1 100 100 1.0 0.002 75 8580 -48 2274.297274800582 2275.1582384000712 100 GTEX 1 100 100 1.0 0.002 75 8580 -49 2274.342318887732 2273.392453733959 100 GTEX 1 100 100 1.0 0.002 75 8580 -50 2273.8375975376225 2271.571899878208 100 GTEX 1 100 100 1.0 0.002 75 8580 -51 2273.5631893291334 2271.0019438420863 100 GTEX 1 100 100 1.0 0.002 75 8580 -52 2272.9839687264807 2270.5980192119177 100 GTEX 1 100 100 1.0 0.002 75 8580 -53 2272.2319890908057 2272.8601018521267 100 GTEX 1 100 100 1.0 0.002 75 8580 -54 2273.2295672838873 2273.5015901630823 100 GTEX 1 100 100 1.0 0.002 75 8580 -55 2271.7570909093347 2270.705643454432 100 GTEX 1 100 100 1.0 0.002 75 8580 -56 2271.4002677681356 2271.384048984078 100 GTEX 1 100 100 1.0 0.002 75 8580 -57 2270.5181896499435 2273.9335659012595 100 GTEX 1 100 100 1.0 0.002 75 8580 -58 2270.1872003365306 2271.2725844002493 100 GTEX 1 100 100 1.0 0.002 75 8580 -59 2269.7640325284956 2270.160147895378 100 GTEX 1 100 100 1.0 0.002 75 8580 -60 2269.8745374557675 2266.493142711799 100 GTEX 1 100 100 1.0 0.002 75 8580 -61 2270.183300198428 2268.639725485682 100 GTEX 1 100 100 1.0 0.002 75 8580 -62 2270.015074645603 2266.8389284547293 100 GTEX 1 100 100 1.0 0.002 75 8580 -63 2269.717728152728 2266.6851857696647 100 GTEX 1 100 100 1.0 0.002 75 8580 -64 2268.890227933009 2266.2678733216494 100 GTEX 1 100 100 1.0 0.002 75 8580 -65 2269.1209885841113 2267.285803269071 100 GTEX 1 100 100 1.0 0.002 75 8580 -66 2269.294711904263 2270.3524824367278 100 GTEX 1 100 100 1.0 0.002 75 8580 -67 2269.590642990124 2274.5276686519724 100 GTEX 1 100 100 1.0 0.002 75 8580 -68 2268.20531042866 2268.3568166290397 100 GTEX 1 100 100 1.0 0.002 75 8580 -69 2267.913611663789 2266.1891588566423 100 GTEX 1 100 100 1.0 0.002 75 8580 -70 2267.812299674197 2266.0023922068085 100 GTEX 1 100 100 1.0 0.002 75 8580 -71 2267.389135167102 2267.3780271580918 100 GTEX 1 100 100 1.0 0.002 75 8580 -72 2267.3078860851756 2267.2763495499644 100 GTEX 1 100 100 1.0 0.002 75 8580 -73 2267.1886912267614 2264.7996023199858 100 GTEX 1 100 100 1.0 0.002 75 8580 -74 2267.273693993362 2266.025413832284 100 GTEX 1 100 100 1.0 0.002 75 8580 -75 2268.2644278160733 2266.214543911894 100 GTEX 1 100 100 1.0 0.002 75 8580 -76 2266.9874126127684 2266.151422884981 100 GTEX 1 100 100 1.0 0.002 75 8580 -77 2267.345036464041 2264.942338254515 100 GTEX 1 100 100 1.0 0.002 75 8580 -78 2265.9090389333505 2266.4443192282556 100 GTEX 1 100 100 1.0 0.002 75 8580 -79 2266.35888671875 2264.734531881238 100 GTEX 1 100 100 1.0 0.002 75 8580 -80 2266.517063771481 2273.9967908968038 100 GTEX 1 100 100 1.0 0.002 75 8580 -81 2266.805294279842 2265.3249335343394 100 GTEX 1 100 100 1.0 0.002 75 8580 -82 2266.8004088369057 2263.3737310257247 100 GTEX 1 100 100 1.0 0.002 75 8580 -83 2265.6732288496387 2265.219683861098 100 GTEX 1 100 100 1.0 0.002 75 8580 -84 2266.6054649590765 2263.2880098176092 100 GTEX 1 100 100 1.0 0.002 75 8580 -85 2266.076996981084 2264.6283529883553 100 GTEX 1 100 100 1.0 0.002 75 8580 -86 2265.385232346985 2262.0253599913854 100 GTEX 1 100 100 1.0 0.002 75 8580 -87 2265.1197349747395 2263.0770834571053 100 GTEX 1 100 100 1.0 0.002 75 8580 -88 2265.7348888377473 2262.485806425261 100 GTEX 1 100 100 1.0 0.002 75 8580 -89 2265.179494059752 2262.32591752317 100 GTEX 1 100 100 1.0 0.002 75 8580 -90 2265.4871528958324 2263.743186341492 100 GTEX 1 100 100 1.0 0.002 75 8580 -91 2264.6711510109953 2261.6406714145674 100 GTEX 1 100 100 1.0 0.002 75 8580 -92 2264.1565014903745 2262.2758835477066 100 GTEX 1 100 100 1.0 0.002 75 8580 -93 2265.347900261682 2264.0499225805015 100 GTEX 1 100 100 1.0 0.002 75 8580 -94 2264.682273116071 2260.8288527804184 100 GTEX 1 100 100 1.0 0.002 75 8580 -95 2264.655318773849 2267.494485949382 100 GTEX 1 100 100 1.0 0.002 75 8580 -96 2265.0118880521236 2263.155066428529 100 GTEX 1 100 100 1.0 0.002 75 8580 -97 2264.498988313434 2264.247643996554 100 GTEX 1 100 100 1.0 0.002 75 8580 -98 2265.263051169317 2263.6252961249406 100 GTEX 1 100 100 1.0 0.002 75 8580 -99 2264.002279840705 2270.680316881535 100 GTEX 1 100 100 1.0 0.002 75 8580 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_100bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_100bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 068404d19..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_100bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3013.1010402035936 3077.940782438213 100 GTEX 1 50 100 0.5 0.002 75 5928 -1 2491.309483611245 2452.2325898957342 100 GTEX 1 50 100 0.5 0.002 75 5928 -2 2424.1865253974333 2389.9680454268655 100 GTEX 1 50 100 0.5 0.002 75 5928 -3 2394.5123701441107 2358.6873793221243 100 GTEX 1 50 100 0.5 0.002 75 5928 -4 2374.423540607959 2359.654121427935 100 GTEX 1 50 100 0.5 0.002 75 5928 -5 2360.0854437257794 2335.586526036716 100 GTEX 1 50 100 0.5 0.002 75 5928 -6 2351.896033332481 2326.633136473681 100 GTEX 1 50 100 0.5 0.002 75 5928 -7 2342.426674670071 2324.839246858662 100 GTEX 1 50 100 0.5 0.002 75 5928 -8 2336.5612297827734 2311.9482143387595 100 GTEX 1 50 100 0.5 0.002 75 5928 -9 2331.2630864996913 2307.1455087407912 100 GTEX 1 50 100 0.5 0.002 75 5928 -10 2326.5809968178937 2304.676237969344 100 GTEX 1 50 100 0.5 0.002 75 5928 -11 2323.3320305794964 2299.993696901735 100 GTEX 1 50 100 0.5 0.002 75 5928 -12 2319.364685413187 2293.6830776200095 100 GTEX 1 50 100 0.5 0.002 75 5928 -13 2316.4904066686004 2297.2664706734195 100 GTEX 1 50 100 0.5 0.002 75 5928 -14 2312.985762735852 2290.7409055296457 100 GTEX 1 50 100 0.5 0.002 75 5928 -15 2310.9312706360333 2293.9956342457817 100 GTEX 1 50 100 0.5 0.002 75 5928 -16 2308.242799076521 2286.1863210699858 100 GTEX 1 50 100 0.5 0.002 75 5928 -17 2305.442902530047 2280.636708538795 100 GTEX 1 50 100 0.5 0.002 75 5928 -18 2303.2725986228065 2280.4631180563806 100 GTEX 1 50 100 0.5 0.002 75 5928 -19 2301.910396187084 2279.667615070996 100 GTEX 1 50 100 0.5 0.002 75 5928 -20 2299.9021656797545 2280.3016863340663 100 GTEX 1 50 100 0.5 0.002 75 5928 -21 2298.567285795807 2273.4684984330443 100 GTEX 1 50 100 0.5 0.002 75 5928 -22 2297.3073957408383 2275.6195787785173 100 GTEX 1 50 100 0.5 0.002 75 5928 -23 2295.2766884618113 2273.455163527804 100 GTEX 1 50 100 0.5 0.002 75 5928 -24 2294.7587941944303 2274.8908960610743 100 GTEX 1 50 100 0.5 0.002 75 5928 -25 2292.81324590931 2269.8496270125356 100 GTEX 1 50 100 0.5 0.002 75 5928 -26 2291.892260564246 2271.075736506357 100 GTEX 1 50 100 0.5 0.002 75 5928 -27 2290.1632742716065 2269.5529618063806 100 GTEX 1 50 100 0.5 0.002 75 5928 -28 2289.568698856059 2268.617954268655 100 GTEX 1 50 100 0.5 0.002 75 5928 -29 2288.564578689667 2265.685578436906 100 GTEX 1 50 100 0.5 0.002 75 5928 -30 2287.408874943678 2265.245104191421 100 GTEX 1 50 100 0.5 0.002 75 5928 -31 2287.257722059399 2271.5279703466613 100 GTEX 1 50 100 0.5 0.002 75 5928 -32 2285.6862908243766 2267.371593170746 100 GTEX 1 50 100 0.5 0.002 75 5928 -33 2285.268885271494 2264.1930344730276 100 GTEX 1 50 100 0.5 0.002 75 5928 -34 2284.6402368816516 2261.5298798419676 100 GTEX 1 50 100 0.5 0.002 75 5928 -35 2283.6878613239987 2266.703356144546 100 GTEX 1 50 100 0.5 0.002 75 5928 -36 2283.213135384551 2262.1490390327945 100 GTEX 1 50 100 0.5 0.002 75 5928 -37 2282.3624254296997 2265.6325089487286 100 GTEX 1 50 100 0.5 0.002 75 5928 -38 2282.2561810361403 2261.0451836531606 100 GTEX 1 50 100 0.5 0.002 75 5928 -39 2280.8002010066216 2266.533110295865 100 GTEX 1 50 100 0.5 0.002 75 5928 -40 2280.3660646645912 2261.7282306395555 100 GTEX 1 50 100 0.5 0.002 75 5928 -41 2279.38470873536 2257.849402366029 100 GTEX 1 50 100 0.5 0.002 75 5928 -42 2279.136892539339 2258.8282670285766 100 GTEX 1 50 100 0.5 0.002 75 5928 -43 2278.846943350091 2256.937709793845 100 GTEX 1 50 100 0.5 0.002 75 5928 -44 2278.6098042253684 2259.8584829120127 100 GTEX 1 50 100 0.5 0.002 75 5928 -45 2277.575921519324 2256.0465463848623 100 GTEX 1 50 100 0.5 0.002 75 5928 -46 2277.2987862185337 2255.3245093051924 100 GTEX 1 50 100 0.5 0.002 75 5928 -47 2276.893554945386 2258.424505777685 100 GTEX 1 50 100 0.5 0.002 75 5928 -48 2276.6244646803534 2254.0847975582224 100 GTEX 1 50 100 0.5 0.002 75 5928 -49 2277.1997856864637 2262.5239517734076 100 GTEX 1 50 100 0.5 0.002 75 5928 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_100bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_100bs_50e_0k_GTEX.tsv deleted file mode 100644 index 97a0ccdce..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_100bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3017.155846511649 3100.877975173776 100 GTEX 1 50 100 0.0 0.002 75 4000 -1 2482.003730036533 2461.0111441376544 100 GTEX 1 50 100 0.0 0.002 75 4000 -2 2423.16424856471 2386.7271528932984 100 GTEX 1 50 100 0.0 0.002 75 4000 -3 2392.09773111429 2362.948119653042 100 GTEX 1 50 100 0.0 0.002 75 4000 -4 2372.7021528473497 2347.783606003446 100 GTEX 1 50 100 0.0 0.002 75 4000 -5 2359.9449961255214 2342.6123102572483 100 GTEX 1 50 100 0.0 0.002 75 4000 -6 2348.6112731952935 2324.190975522814 100 GTEX 1 50 100 0.0 0.002 75 4000 -7 2341.734245747564 2318.918252807153 100 GTEX 1 50 100 0.0 0.002 75 4000 -8 2334.604629382823 2319.314588655537 100 GTEX 1 50 100 0.0 0.002 75 4000 -9 2329.8201533070055 2303.850527455145 100 GTEX 1 50 100 0.0 0.002 75 4000 -10 2326.285526651584 2302.1228073758316 100 GTEX 1 50 100 0.0 0.002 75 4000 -11 2321.5069432180535 2297.748237174727 100 GTEX 1 50 100 0.0 0.002 75 4000 -12 2319.110742440228 2298.0794376039685 100 GTEX 1 50 100 0.0 0.002 75 4000 -13 2314.241531979714 2293.3648834808696 100 GTEX 1 50 100 0.0 0.002 75 4000 -14 2311.0375380845967 2287.8943790102185 100 GTEX 1 50 100 0.0 0.002 75 4000 -15 2310.1216449038434 2304.4227095339234 100 GTEX 1 50 100 0.0 0.002 75 4000 -16 2307.257203038144 2283.7519939698195 100 GTEX 1 50 100 0.0 0.002 75 4000 -17 2304.666832530311 2294.5080919156962 100 GTEX 1 50 100 0.0 0.002 75 4000 -18 2302.5225392316734 2280.047472819629 100 GTEX 1 50 100 0.0 0.002 75 4000 -19 2300.9212721142358 2278.6705493999525 100 GTEX 1 50 100 0.0 0.002 75 4000 -20 2299.401874242847 2276.156292701402 100 GTEX 1 50 100 0.0 0.002 75 4000 -21 2298.0165317011974 2275.678753638902 100 GTEX 1 50 100 0.0 0.002 75 4000 -22 2296.486857771156 2273.322066970651 100 GTEX 1 50 100 0.0 0.002 75 4000 -23 2294.9058832861847 2273.895352787845 100 GTEX 1 50 100 0.0 0.002 75 4000 -24 2293.43744439979 2270.3115503579493 100 GTEX 1 50 100 0.0 0.002 75 4000 -25 2292.0181130836063 2272.8083347567135 100 GTEX 1 50 100 0.0 0.002 75 4000 -26 2291.452196791115 2269.796593727721 100 GTEX 1 50 100 0.0 0.002 75 4000 -27 2290.0877052307933 2275.7378560925617 100 GTEX 1 50 100 0.0 0.002 75 4000 -28 2288.8448448032063 2268.0326526482295 100 GTEX 1 50 100 0.0 0.002 75 4000 -29 2288.524698278601 2266.3524480899478 100 GTEX 1 50 100 0.0 0.002 75 4000 -30 2287.4949033484736 2264.7515613860505 100 GTEX 1 50 100 0.0 0.002 75 4000 -31 2286.3830999654638 2266.5631006045032 100 GTEX 1 50 100 0.0 0.002 75 4000 -32 2285.3942061589764 2264.0286665651734 100 GTEX 1 50 100 0.0 0.002 75 4000 -33 2285.686153268013 2264.22597117841 100 GTEX 1 50 100 0.0 0.002 75 4000 -34 2283.723438804903 2263.4135602943797 100 GTEX 1 50 100 0.0 0.002 75 4000 -35 2283.6880039607154 2262.7166362805965 100 GTEX 1 50 100 0.0 0.002 75 4000 -36 2282.337850549524 2263.3049929078543 100 GTEX 1 50 100 0.0 0.002 75 4000 -37 2282.217514777896 2264.1221408626425 100 GTEX 1 50 100 0.0 0.002 75 4000 -38 2281.299016175432 2260.221358498693 100 GTEX 1 50 100 0.0 0.002 75 4000 -39 2280.666591200643 2259.523314965542 100 GTEX 1 50 100 0.0 0.002 75 4000 -40 2279.6584412568823 2261.947695423895 100 GTEX 1 50 100 0.0 0.002 75 4000 -41 2280.4046921110007 2258.0417517600404 100 GTEX 1 50 100 0.0 0.002 75 4000 -42 2279.3348364817425 2258.5670755480633 100 GTEX 1 50 100 0.0 0.002 75 4000 -43 2278.1992861098092 2257.3195095279825 100 GTEX 1 50 100 0.0 0.002 75 4000 -44 2278.308422848984 2257.9198039819985 100 GTEX 1 50 100 0.0 0.002 75 4000 -45 2277.434502617439 2257.278367655359 100 GTEX 1 50 100 0.0 0.002 75 4000 -46 2276.888277103194 2262.6245377109076 100 GTEX 1 50 100 0.0 0.002 75 4000 -47 2276.2028302363638 2259.0349826595175 100 GTEX 1 50 100 0.0 0.002 75 4000 -48 2276.7608852626227 2255.8472403754754 100 GTEX 1 50 100 0.0 0.002 75 4000 -49 2276.1235283222723 2257.7617122519605 100 GTEX 1 50 100 0.0 0.002 75 4000 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_100bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_100bs_50e_1k_GTEX.tsv deleted file mode 100644 index 0b3e43ada..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_100bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3009.4046683339166 3207.647670731345 100 GTEX 1 50 100 1.0 0.002 75 7982 -1 2481.0923165409695 2538.408348866742 100 GTEX 1 50 100 1.0 0.002 75 7982 -2 2420.57573607354 2409.3712218542064 100 GTEX 1 50 100 1.0 0.002 75 7982 -3 2390.0680644308436 2374.83231994861 100 GTEX 1 50 100 1.0 0.002 75 7982 -4 2371.6688028047265 2373.391980305371 100 GTEX 1 50 100 1.0 0.002 75 7982 -5 2358.6061143674656 2352.9019176642705 100 GTEX 1 50 100 1.0 0.002 75 7982 -6 2347.613568380212 2362.912266256238 100 GTEX 1 50 100 1.0 0.002 75 7982 -7 2341.8659656621767 2334.281045775903 100 GTEX 1 50 100 1.0 0.002 75 7982 -8 2335.223438108611 2323.826286054836 100 GTEX 1 50 100 1.0 0.002 75 7982 -9 2329.027715956786 2323.146325637179 100 GTEX 1 50 100 1.0 0.002 75 7982 -10 2324.8509991223627 2320.1221065158625 100 GTEX 1 50 100 1.0 0.002 75 7982 -11 2320.915248079059 2311.742331385159 100 GTEX 1 50 100 1.0 0.002 75 7982 -12 2317.166272350459 2313.4992378728016 100 GTEX 1 50 100 1.0 0.002 75 7982 -13 2314.9080323529265 2305.076350106939 100 GTEX 1 50 100 1.0 0.002 75 7982 -14 2311.3479304343377 2305.082967895972 100 GTEX 1 50 100 1.0 0.002 75 7982 -15 2308.2669023090903 2304.1547136778163 100 GTEX 1 50 100 1.0 0.002 75 7982 -16 2306.4347053415813 2298.263527061549 100 GTEX 1 50 100 1.0 0.002 75 7982 -17 2304.2677328049904 2299.219569681262 100 GTEX 1 50 100 1.0 0.002 75 7982 -18 2301.691853759482 2297.0968542062737 100 GTEX 1 50 100 1.0 0.002 75 7982 -19 2300.973638589145 2295.1010175929778 100 GTEX 1 50 100 1.0 0.002 75 7982 -20 2297.816421078442 2292.5723491712215 100 GTEX 1 50 100 1.0 0.002 75 7982 -21 2297.52057625543 2296.589810331511 100 GTEX 1 50 100 1.0 0.002 75 7982 -22 2296.557996563515 2287.6704277937856 100 GTEX 1 50 100 1.0 0.002 75 7982 -23 2293.9162734593688 2286.3432097344344 100 GTEX 1 50 100 1.0 0.002 75 7982 -24 2291.9788848403086 2285.378206318322 100 GTEX 1 50 100 1.0 0.002 75 7982 -25 2291.049769898686 2284.584963722374 100 GTEX 1 50 100 1.0 0.002 75 7982 -26 2289.75857125203 2285.8446987137595 100 GTEX 1 50 100 1.0 0.002 75 7982 -27 2288.969614433691 2281.7243698758316 100 GTEX 1 50 100 1.0 0.002 75 7982 -28 2287.9578991909398 2282.6137314713046 100 GTEX 1 50 100 1.0 0.002 75 7982 -29 2287.388245305857 2280.975997170568 100 GTEX 1 50 100 1.0 0.002 75 7982 -30 2286.19226978109 2278.9614564148646 100 GTEX 1 50 100 1.0 0.002 75 7982 -31 2285.1576393089563 2279.3609122504754 100 GTEX 1 50 100 1.0 0.002 75 7982 -32 2285.1639630849677 2277.935589576402 100 GTEX 1 50 100 1.0 0.002 75 7982 -33 2284.8004599241112 2279.45084882961 100 GTEX 1 50 100 1.0 0.002 75 7982 -34 2283.5657173592726 2276.857888805549 100 GTEX 1 50 100 1.0 0.002 75 7982 -35 2281.919769154943 2274.275998655834 100 GTEX 1 50 100 1.0 0.002 75 7982 -36 2281.1125681437825 2277.2515697406725 100 GTEX 1 50 100 1.0 0.002 75 7982 -37 2280.6869992112815 2273.5826374242515 100 GTEX 1 50 100 1.0 0.002 75 7982 -38 2280.0784658736434 2273.249401252079 100 GTEX 1 50 100 1.0 0.002 75 7982 -39 2279.6009004551997 2272.1333852557627 100 GTEX 1 50 100 1.0 0.002 75 7982 -40 2278.3699379567674 2271.192478426509 100 GTEX 1 50 100 1.0 0.002 75 7982 -41 2277.772792398306 2271.6528394575807 100 GTEX 1 50 100 1.0 0.002 75 7982 -42 2277.6659768131653 2270.4381191703305 100 GTEX 1 50 100 1.0 0.002 75 7982 -43 2276.7320660697605 2273.6279092650902 100 GTEX 1 50 100 1.0 0.002 75 7982 -44 2276.359798964495 2269.955189519962 100 GTEX 1 50 100 1.0 0.002 75 7982 -45 2276.0587364640824 2270.920495559054 100 GTEX 1 50 100 1.0 0.002 75 7982 -46 2276.0830892270933 2271.696029140922 100 GTEX 1 50 100 1.0 0.002 75 7982 -47 2275.277793786764 2274.223655091492 100 GTEX 1 50 100 1.0 0.002 75 7982 -48 2275.606656185838 2272.2853251990255 100 GTEX 1 50 100 1.0 0.002 75 7982 -49 2275.899320604633 2268.3482809900784 100 GTEX 1 50 100 1.0 0.002 75 7982 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_150bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_150bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 47cf0e390..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_150bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3207.909245964188 4007.0821059774535 150 GTEX 1 100 100 0.5 0.002 75 574 -1 2526.058949168411 2535.731145474394 150 GTEX 1 100 100 0.5 0.002 75 574 -2 2458.5498550268367 2451.803917946471 150 GTEX 1 100 100 0.5 0.002 75 574 -3 2421.1244156046578 2467.234601967235 150 GTEX 1 100 100 0.5 0.002 75 574 -4 2396.272008089779 2413.165855494742 150 GTEX 1 100 100 0.5 0.002 75 574 -5 2383.1292421980215 2391.895158310807 150 GTEX 1 100 100 0.5 0.002 75 574 -6 2368.5335171011393 2382.2447467992515 150 GTEX 1 100 100 0.5 0.002 75 574 -7 2362.3062178467803 2360.1005692282556 150 GTEX 1 100 100 0.5 0.002 75 574 -8 2351.846650314291 2350.3014900004455 150 GTEX 1 100 100 0.5 0.002 75 574 -9 2345.8611345815975 2350.591199055371 150 GTEX 1 100 100 0.5 0.002 75 574 -10 2340.550730162794 2374.0900140914628 150 GTEX 1 100 100 0.5 0.002 75 574 -11 2336.639014115439 2333.968318808668 150 GTEX 1 100 100 0.5 0.002 75 574 -12 2330.9719309199886 2331.6791500193085 150 GTEX 1 100 100 0.5 0.002 75 574 -13 2329.01701515998 2348.994327675707 150 GTEX 1 100 100 0.5 0.002 75 574 -14 2325.253660329962 2323.0806100359437 150 GTEX 1 100 100 0.5 0.002 75 574 -15 2322.013162086062 2324.209063279765 150 GTEX 1 100 100 0.5 0.002 75 574 -16 2319.281434207931 2318.2696389317966 150 GTEX 1 100 100 0.5 0.002 75 574 -17 2316.6372308857 2319.029993557658 150 GTEX 1 100 100 0.5 0.002 75 574 -18 2314.675452316476 2316.307451023348 150 GTEX 1 100 100 0.5 0.002 75 574 -19 2311.8519254486805 2315.552594667152 150 GTEX 1 100 100 0.5 0.002 75 574 -20 2309.7737029162154 2310.9874081919857 150 GTEX 1 100 100 0.5 0.002 75 574 -21 2307.4233165308606 2312.8310987813393 150 GTEX 1 100 100 0.5 0.002 75 574 -22 2306.571049821708 2304.8012217242454 150 GTEX 1 100 100 0.5 0.002 75 574 -23 2304.642744977207 2314.5808161166233 150 GTEX 1 100 100 0.5 0.002 75 574 -24 2303.315008895002 2304.352505644011 150 GTEX 1 100 100 0.5 0.002 75 574 -25 2301.2753841262743 2303.74782686995 150 GTEX 1 100 100 0.5 0.002 75 574 -26 2300.2296842867413 2301.534679108246 150 GTEX 1 100 100 0.5 0.002 75 574 -27 2298.3142018151457 2302.8877045954137 150 GTEX 1 100 100 0.5 0.002 75 574 -28 2296.5312368736054 2296.806448004545 150 GTEX 1 100 100 0.5 0.002 75 574 -29 2295.749506251568 2298.201290232147 150 GTEX 1 100 100 0.5 0.002 75 574 -30 2294.9170485871564 2295.4081093675736 150 GTEX 1 100 100 0.5 0.002 75 574 -31 2293.201244959877 2295.017655173182 150 GTEX 1 100 100 0.5 0.002 75 574 -32 2292.8678547025193 2293.7366358535824 150 GTEX 1 100 100 0.5 0.002 75 574 -33 2291.989431163433 2290.6917098012714 150 GTEX 1 100 100 0.5 0.002 75 574 -34 2290.6120701144437 2291.253559533181 150 GTEX 1 100 100 0.5 0.002 75 574 -35 2290.404340251416 2291.0071190663616 150 GTEX 1 100 100 0.5 0.002 75 574 -36 2289.078302038702 2290.5759351607057 150 GTEX 1 100 100 0.5 0.002 75 574 -37 2288.1176026705843 2290.458958846988 150 GTEX 1 100 100 0.5 0.002 75 574 -38 2287.651272259683 2288.4371421436845 150 GTEX 1 100 100 0.5 0.002 75 574 -39 2286.9801479140947 2292.1817566614186 150 GTEX 1 100 100 0.5 0.002 75 574 -40 2286.280737529048 2289.093033359078 150 GTEX 1 100 100 0.5 0.002 75 574 -41 2286.021795514394 2286.4415366749345 150 GTEX 1 100 100 0.5 0.002 75 574 -42 2284.6292632415148 2288.7778738043608 150 GTEX 1 100 100 0.5 0.002 75 574 -43 2284.064958143048 2287.7435061378624 150 GTEX 1 100 100 0.5 0.002 75 574 -44 2283.2589274440984 2288.2174773125594 150 GTEX 1 100 100 0.5 0.002 75 574 -45 2282.71828593424 2283.87702181856 150 GTEX 1 100 100 0.5 0.002 75 574 -46 2282.192228287241 2285.999076350107 150 GTEX 1 100 100 0.5 0.002 75 574 -47 2281.2447083866987 2283.3557825124763 150 GTEX 1 100 100 0.5 0.002 75 574 -48 2281.6364552937175 2281.6557125193085 150 GTEX 1 100 100 0.5 0.002 75 574 -49 2280.004274562708 2283.1579172112642 150 GTEX 1 100 100 0.5 0.002 75 574 -50 2280.9725147479817 2282.0299053699796 150 GTEX 1 100 100 0.5 0.002 75 574 -51 2279.241093006257 2282.093023612019 150 GTEX 1 100 100 0.5 0.002 75 574 -52 2279.1304327027024 2283.459711691273 150 GTEX 1 100 100 0.5 0.002 75 574 -53 2278.7796021088056 2279.4553645028814 150 GTEX 1 100 100 0.5 0.002 75 574 -54 2277.6090492642616 2280.4482941718156 150 GTEX 1 100 100 0.5 0.002 75 574 -55 2277.2544627420825 2278.964552266516 150 GTEX 1 100 100 0.5 0.002 75 574 -56 2277.1227431111442 2279.4209151467444 150 GTEX 1 100 100 0.5 0.002 75 574 -57 2276.1094013043667 2280.106071211086 150 GTEX 1 100 100 0.5 0.002 75 574 -58 2276.1688680498705 2282.530537536389 150 GTEX 1 100 100 0.5 0.002 75 574 -59 2276.0573689464886 2277.794181098503 150 GTEX 1 100 100 0.5 0.002 75 574 -60 2275.200722508739 2280.3655792352365 150 GTEX 1 100 100 0.5 0.002 75 574 -61 2275.1210582391054 2277.1020090081392 150 GTEX 1 100 100 0.5 0.002 75 574 -62 2274.6253172512907 2276.6137890253685 150 GTEX 1 100 100 0.5 0.002 75 574 -63 2274.2593879510323 2277.3476195824915 150 GTEX 1 100 100 0.5 0.002 75 574 -64 2273.6816717002566 2278.08087227825 150 GTEX 1 100 100 0.5 0.002 75 574 -65 2274.1836649007323 2276.013016501307 150 GTEX 1 100 100 0.5 0.002 75 574 -66 2272.9008771010485 2274.176533630139 150 GTEX 1 100 100 0.5 0.002 75 574 -67 2272.5737131388146 2277.880071255644 150 GTEX 1 100 100 0.5 0.002 75 574 -68 2272.954557375909 2280.15449970666 150 GTEX 1 100 100 0.5 0.002 75 574 -69 2272.7529738633625 2281.4696532274834 150 GTEX 1 100 100 0.5 0.002 75 574 -70 2272.8438471714244 2277.4695845339234 150 GTEX 1 100 100 0.5 0.002 75 574 -71 2272.10295725035 2276.671997534458 150 GTEX 1 100 100 0.5 0.002 75 574 -72 2271.3146625799654 2274.919434986187 150 GTEX 1 100 100 0.5 0.002 75 574 -73 2270.908290006775 2274.548462378208 150 GTEX 1 100 100 0.5 0.002 75 574 -74 2270.7628507016766 2276.7600343653457 150 GTEX 1 100 100 0.5 0.002 75 574 -75 2270.7180514643383 2274.698036570966 150 GTEX 1 100 100 0.5 0.002 75 574 -76 2270.602120900439 2274.1237110674606 150 GTEX 1 100 100 0.5 0.002 75 574 -77 2270.5917862243105 2272.0748991875594 150 GTEX 1 100 100 0.5 0.002 75 574 -78 2269.2555275531536 2276.2097905960372 150 GTEX 1 100 100 0.5 0.002 75 574 -79 2269.3469342209287 2271.5418803283924 150 GTEX 1 100 100 0.5 0.002 75 574 -80 2269.890435556984 2274.3373587140563 150 GTEX 1 100 100 0.5 0.002 75 574 -81 2268.4648926967525 2271.36635899997 150 GTEX 1 100 100 0.5 0.002 75 574 -82 2268.876133357155 2275.6439167211265 150 GTEX 1 100 100 0.5 0.002 75 574 -83 2269.3880779894553 2274.813068114306 150 GTEX 1 100 100 0.5 0.002 75 574 -84 2268.7428813937145 2274.194557799133 150 GTEX 1 100 100 0.5 0.002 75 574 -85 2267.85169452471 2270.9994796926985 150 GTEX 1 100 100 0.5 0.002 75 574 -86 2267.7171932199103 2271.3935556157912 150 GTEX 1 100 100 0.5 0.002 75 574 -87 2267.9871185196357 2269.6364184477484 150 GTEX 1 100 100 0.5 0.002 75 574 -88 2268.375540374211 2269.388411489276 150 GTEX 1 100 100 0.5 0.002 75 574 -89 2267.428177371478 2275.1925294825332 150 GTEX 1 100 100 0.5 0.002 75 574 -90 2267.3565655647167 2270.107798761288 150 GTEX 1 100 100 0.5 0.002 75 574 -91 2266.936608694594 2270.1780722730514 150 GTEX 1 100 100 0.5 0.002 75 574 -92 2267.2128730371783 2273.7622265253685 150 GTEX 1 100 100 0.5 0.002 75 574 -93 2267.3969004997625 2268.5982666015625 150 GTEX 1 100 100 0.5 0.002 75 574 -94 2266.2344596381677 2269.9437659666114 150 GTEX 1 100 100 0.5 0.002 75 574 -95 2265.9790381019266 2271.969660653814 150 GTEX 1 100 100 0.5 0.002 75 574 -96 2266.118746059503 2277.321310413201 150 GTEX 1 100 100 0.5 0.002 75 574 -97 2266.854035909896 2269.3979770674905 150 GTEX 1 100 100 0.5 0.002 75 574 -98 2265.662070124759 2267.974259873307 150 GTEX 1 100 100 0.5 0.002 75 574 -99 2265.198699212973 2267.908197091106 150 GTEX 1 100 100 0.5 0.002 75 574 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_150bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_150bs_100e_0k_GTEX.tsv deleted file mode 100644 index e567c579d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_150bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3208.964899401787 3836.4240690166052 150 GTEX 1 100 100 0.0 0.002 75 5629 -1 2531.463729141153 2652.6792623425617 150 GTEX 1 100 100 0.0 0.002 75 5629 -2 2466.4912133100506 2421.7000156881236 150 GTEX 1 100 100 0.0 0.002 75 5629 -3 2424.469989090393 2390.872218839116 150 GTEX 1 100 100 0.0 0.002 75 5629 -4 2400.544737976532 2363.554970164716 150 GTEX 1 100 100 0.0 0.002 75 5629 -5 2386.5161073498734 2350.3318432710016 150 GTEX 1 100 100 0.0 0.002 75 5629 -6 2373.2467190202647 2342.9436810279526 150 GTEX 1 100 100 0.0 0.002 75 5629 -7 2363.317315942674 2351.5487575748575 150 GTEX 1 100 100 0.0 0.002 75 5629 -8 2355.6057649320087 2323.2216202768536 150 GTEX 1 100 100 0.0 0.002 75 5629 -9 2350.0163990704555 2322.9343827976472 150 GTEX 1 100 100 0.0 0.002 75 5629 -10 2345.0441654955207 2311.614320472166 150 GTEX 1 100 100 0.0 0.002 75 5629 -11 2339.4077775358232 2305.7425537109375 150 GTEX 1 100 100 0.0 0.002 75 5629 -12 2335.9098329899666 2300.8888125111393 150 GTEX 1 100 100 0.0 0.002 75 5629 -13 2331.8498283717454 2299.6834758569985 150 GTEX 1 100 100 0.0 0.002 75 5629 -14 2328.269175032143 2293.368702007337 150 GTEX 1 100 100 0.0 0.002 75 5629 -15 2326.385466687944 2291.879991422588 150 GTEX 1 100 100 0.0 0.002 75 5629 -16 2322.8089437528056 2300.6210872519605 150 GTEX 1 100 100 0.0 0.002 75 5629 -17 2320.9609119177144 2291.2140430987106 150 GTEX 1 100 100 0.0 0.002 75 5629 -18 2317.488365037144 2286.25889210284 150 GTEX 1 100 100 0.0 0.002 75 5629 -19 2315.4699292608534 2281.8220135938986 150 GTEX 1 100 100 0.0 0.002 75 5629 -20 2313.5932604808972 2282.660599973265 150 GTEX 1 100 100 0.0 0.002 75 5629 -21 2311.692919679462 2278.8686328496315 150 GTEX 1 100 100 0.0 0.002 75 5629 -22 2309.6894404112227 2280.4272386674193 150 GTEX 1 100 100 0.0 0.002 75 5629 -23 2307.7642498231935 2274.7942200867396 150 GTEX 1 100 100 0.0 0.002 75 5629 -24 2305.793748545523 2276.1067163735743 150 GTEX 1 100 100 0.0 0.002 75 5629 -25 2304.6366120367957 2295.066314813302 150 GTEX 1 100 100 0.0 0.002 75 5629 -26 2304.091948099319 2271.9939271179896 150 GTEX 1 100 100 0.0 0.002 75 5629 -27 2301.703630224357 2269.3367260835016 150 GTEX 1 100 100 0.0 0.002 75 5629 -28 2300.2832424010294 2268.3635926917477 150 GTEX 1 100 100 0.0 0.002 75 5629 -29 2299.3280034325653 2268.528964546697 150 GTEX 1 100 100 0.0 0.002 75 5629 -30 2298.115540743504 2267.3829763434233 150 GTEX 1 100 100 0.0 0.002 75 5629 -31 2297.098216661949 2264.196804728345 150 GTEX 1 100 100 0.0 0.002 75 5629 -32 2296.2413021001817 2264.6324110139913 150 GTEX 1 100 100 0.0 0.002 75 5629 -33 2295.682320489719 2265.33167710685 150 GTEX 1 100 100 0.0 0.002 75 5629 -34 2294.740418144525 2262.4214387030656 150 GTEX 1 100 100 0.0 0.002 75 5629 -35 2293.3962719801348 2262.4436364699677 150 GTEX 1 100 100 0.0 0.002 75 5629 -36 2292.8596014754376 2265.4367142013725 150 GTEX 1 100 100 0.0 0.002 75 5629 -37 2292.023486782004 2265.6870237865373 150 GTEX 1 100 100 0.0 0.002 75 5629 -38 2291.335969194183 2258.954364268952 150 GTEX 1 100 100 0.0 0.002 75 5629 -39 2289.6797631637364 2259.94889895363 150 GTEX 1 100 100 0.0 0.002 75 5629 -40 2288.883384413662 2257.595416282973 150 GTEX 1 100 100 0.0 0.002 75 5629 -41 2288.0846844321886 2256.8143510129516 150 GTEX 1 100 100 0.0 0.002 75 5629 -42 2287.175727377626 2255.471613778814 150 GTEX 1 100 100 0.0 0.002 75 5629 -43 2286.805951631118 2262.1677868048955 150 GTEX 1 100 100 0.0 0.002 75 5629 -44 2287.3182318503996 2257.067500241356 150 GTEX 1 100 100 0.0 0.002 75 5629 -45 2286.2712415753817 2258.2650007240672 150 GTEX 1 100 100 0.0 0.002 75 5629 -46 2286.368136004509 2261.7612040124463 150 GTEX 1 100 100 0.0 0.002 75 5629 -47 2285.0069222777147 2254.1469522338402 150 GTEX 1 100 100 0.0 0.002 75 5629 -48 2285.0327726359906 2253.513388281993 150 GTEX 1 100 100 0.0 0.002 75 5629 -49 2283.8083549218254 2252.2013965215065 150 GTEX 1 100 100 0.0 0.002 75 5629 -50 2283.0231844880987 2251.4463972084422 150 GTEX 1 100 100 0.0 0.002 75 5629 -51 2282.303522190776 2252.964238968186 150 GTEX 1 100 100 0.0 0.002 75 5629 -52 2282.251293736425 2252.257339999703 150 GTEX 1 100 100 0.0 0.002 75 5629 -53 2281.8296727540815 2250.5940530871258 150 GTEX 1 100 100 0.0 0.002 75 5629 -54 2281.242481722076 2251.309651537993 150 GTEX 1 100 100 0.0 0.002 75 5629 -55 2281.5099762662408 2250.436560569154 150 GTEX 1 100 100 0.0 0.002 75 5629 -56 2279.946211516196 2250.1455347329493 150 GTEX 1 100 100 0.0 0.002 75 5629 -57 2280.1272153692184 2252.271199853701 150 GTEX 1 100 100 0.0 0.002 75 5629 -58 2279.8617163980803 2255.0690941176035 150 GTEX 1 100 100 0.0 0.002 75 5629 -59 2280.176380267475 2267.36993152923 150 GTEX 1 100 100 0.0 0.002 75 5629 -60 2279.5307792034173 2249.037414318708 150 GTEX 1 100 100 0.0 0.002 75 5629 -61 2278.288763094417 2248.6734465972554 150 GTEX 1 100 100 0.0 0.002 75 5629 -62 2278.0087771739577 2248.0794519924843 150 GTEX 1 100 100 0.0 0.002 75 5629 -63 2277.5570226314517 2246.6779432405538 150 GTEX 1 100 100 0.0 0.002 75 5629 -64 2277.721153806479 2248.0975360362704 150 GTEX 1 100 100 0.0 0.002 75 5629 -65 2277.478570013146 2246.20536682361 150 GTEX 1 100 100 0.0 0.002 75 5629 -66 2277.0760188970567 2246.2766493880704 150 GTEX 1 100 100 0.0 0.002 75 5629 -67 2275.8404020214957 2245.676398099602 150 GTEX 1 100 100 0.0 0.002 75 5629 -68 2275.776245052716 2249.671991500564 150 GTEX 1 100 100 0.0 0.002 75 5629 -69 2275.6744476959852 2251.4489314438274 150 GTEX 1 100 100 0.0 0.002 75 5629 -70 2275.3188268448544 2248.0533001685776 150 GTEX 1 100 100 0.0 0.002 75 5629 -71 2275.8844348089087 2254.5095697555253 150 GTEX 1 100 100 0.0 0.002 75 5629 -72 2275.617631450656 2244.719300940916 150 GTEX 1 100 100 0.0 0.002 75 5629 -73 2274.5946788536 2243.3570041438925 150 GTEX 1 100 100 0.0 0.002 75 5629 -74 2273.7379502276 2242.433295768477 150 GTEX 1 100 100 0.0 0.002 75 5629 -75 2273.8556203095704 2243.3714994133197 150 GTEX 1 100 100 0.0 0.002 75 5629 -76 2273.7246386450547 2248.059172075511 150 GTEX 1 100 100 0.0 0.002 75 5629 -77 2273.3533549878443 2243.8626848228078 150 GTEX 1 100 100 0.0 0.002 75 5629 -78 2272.783707627276 2242.477856073996 150 GTEX 1 100 100 0.0 0.002 75 5629 -79 2272.946283698472 2242.880199823996 150 GTEX 1 100 100 0.0 0.002 75 5629 -80 2271.9277609372525 2241.9513292203837 150 GTEX 1 100 100 0.0 0.002 75 5629 -81 2273.3366223161293 2242.8861436735087 150 GTEX 1 100 100 0.0 0.002 75 5629 -82 2271.9939294937762 2243.3320122200275 150 GTEX 1 100 100 0.0 0.002 75 5629 -83 2271.7703607143562 2247.1422151630823 150 GTEX 1 100 100 0.0 0.002 75 5629 -84 2272.3156354289076 2246.481140368792 150 GTEX 1 100 100 0.0 0.002 75 5629 -85 2271.710915940735 2241.2275042515744 150 GTEX 1 100 100 0.0 0.002 75 5629 -86 2271.2275278186726 2242.2263708078362 150 GTEX 1 100 100 0.0 0.002 75 5629 -87 2272.1321257755144 2240.2666507619415 150 GTEX 1 100 100 0.0 0.002 75 5629 -88 2271.5249107508316 2241.9889500839176 150 GTEX 1 100 100 0.0 0.002 75 5629 -89 2271.2545460134547 2240.833414868257 150 GTEX 1 100 100 0.0 0.002 75 5629 -90 2270.100816848576 2244.580222938451 150 GTEX 1 100 100 0.0 0.002 75 5629 -91 2270.118201739637 2238.36391759372 150 GTEX 1 100 100 0.0 0.002 75 5629 -92 2269.64569258778 2246.995998135991 150 GTEX 1 100 100 0.0 0.002 75 5629 -93 2270.5753978303333 2239.8615759787904 150 GTEX 1 100 100 0.0 0.002 75 5629 -94 2269.90194611566 2239.1021074070222 150 GTEX 1 100 100 0.0 0.002 75 5629 -95 2269.2583911444854 2241.771407326818 150 GTEX 1 100 100 0.0 0.002 75 5629 -96 2270.7800277237707 2238.9819632990734 150 GTEX 1 100 100 0.0 0.002 75 5629 -97 2268.545478986009 2240.1452084385396 150 GTEX 1 100 100 0.0 0.002 75 5629 -98 2268.745197028989 2242.5986708724454 150 GTEX 1 100 100 0.0 0.002 75 5629 -99 2269.9098426864784 2240.1760360659755 150 GTEX 1 100 100 0.0 0.002 75 5629 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_150bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_150bs_100e_1k_GTEX.tsv deleted file mode 100644 index fa43153b0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_150bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3198.9021692385804 3986.5180232407024 150 GTEX 1 100 100 1.0 0.002 75 6191 -1 2530.186308876393 2639.943952089027 150 GTEX 1 100 100 1.0 0.002 75 6191 -2 2465.1496011587537 2570.848281454224 150 GTEX 1 100 100 1.0 0.002 75 6191 -3 2420.783834610316 2435.8528737115316 150 GTEX 1 100 100 1.0 0.002 75 6191 -4 2398.434409133784 2409.4834778064105 150 GTEX 1 100 100 1.0 0.002 75 6191 -5 2381.5270720413673 2387.999495937797 150 GTEX 1 100 100 1.0 0.002 75 6191 -6 2368.893440495603 2376.8660303848324 150 GTEX 1 100 100 1.0 0.002 75 6191 -7 2357.931570454234 2365.48420976414 150 GTEX 1 100 100 1.0 0.002 75 6191 -8 2350.9601877997666 2365.3663784940886 150 GTEX 1 100 100 1.0 0.002 75 6191 -9 2344.84243122285 2351.166172506238 150 GTEX 1 100 100 1.0 0.002 75 6191 -10 2340.424099498381 2347.7501160364186 150 GTEX 1 100 100 1.0 0.002 75 6191 -11 2335.8766724419365 2340.5239740524003 150 GTEX 1 100 100 1.0 0.002 75 6191 -12 2331.926349630625 2340.7780952018475 150 GTEX 1 100 100 1.0 0.002 75 6191 -13 2329.055503244824 2334.4486459942373 150 GTEX 1 100 100 1.0 0.002 75 6191 -14 2324.0037083225366 2344.524210302549 150 GTEX 1 100 100 1.0 0.002 75 6191 -15 2321.0319596763347 2327.7572072540397 150 GTEX 1 100 100 1.0 0.002 75 6191 -16 2317.811619861055 2326.366168236098 150 GTEX 1 100 100 1.0 0.002 75 6191 -17 2316.26950409461 2331.805406925796 150 GTEX 1 100 100 1.0 0.002 75 6191 -18 2312.6997729468976 2328.1240744935244 150 GTEX 1 100 100 1.0 0.002 75 6191 -19 2311.674393772034 2323.62604525606 150 GTEX 1 100 100 1.0 0.002 75 6191 -20 2309.983366175968 2316.3073150286655 150 GTEX 1 100 100 1.0 0.002 75 6191 -21 2307.390309502334 2317.5383792775665 150 GTEX 1 100 100 1.0 0.002 75 6191 -22 2305.5953136656444 2316.039273222136 150 GTEX 1 100 100 1.0 0.002 75 6191 -23 2304.157512686957 2315.1853723562263 150 GTEX 1 100 100 1.0 0.002 75 6191 -24 2302.637722158427 2312.897921834155 150 GTEX 1 100 100 1.0 0.002 75 6191 -25 2301.0697018260803 2308.9733909926035 150 GTEX 1 100 100 1.0 0.002 75 6191 -26 2298.659061111542 2308.9552721378923 150 GTEX 1 100 100 1.0 0.002 75 6191 -27 2298.6503139812967 2307.0710653442848 150 GTEX 1 100 100 1.0 0.002 75 6191 -28 2296.688182804619 2311.1219199293014 150 GTEX 1 100 100 1.0 0.002 75 6191 -29 2295.618924671309 2305.0295294119833 150 GTEX 1 100 100 1.0 0.002 75 6191 -30 2293.80664851631 2308.7630471349216 150 GTEX 1 100 100 1.0 0.002 75 6191 -31 2293.8524210538912 2303.647773771685 150 GTEX 1 100 100 1.0 0.002 75 6191 -32 2291.916481315441 2301.5441142615255 150 GTEX 1 100 100 1.0 0.002 75 6191 -33 2291.952647266285 2302.920463068857 150 GTEX 1 100 100 1.0 0.002 75 6191 -34 2290.2505249526316 2305.068305534102 150 GTEX 1 100 100 1.0 0.002 75 6191 -35 2288.975313042592 2298.990717550648 150 GTEX 1 100 100 1.0 0.002 75 6191 -36 2288.4128887063284 2299.056025631981 150 GTEX 1 100 100 1.0 0.002 75 6191 -37 2287.5339468938564 2300.324551078303 150 GTEX 1 100 100 1.0 0.002 75 6191 -38 2286.991640059714 2295.5401207521386 150 GTEX 1 100 100 1.0 0.002 75 6191 -39 2285.754161196046 2296.072561285795 150 GTEX 1 100 100 1.0 0.002 75 6191 -40 2284.9469088655824 2295.5647868457404 150 GTEX 1 100 100 1.0 0.002 75 6191 -41 2284.111646820452 2297.0856655106345 150 GTEX 1 100 100 1.0 0.002 75 6191 -42 2283.9484634536416 2297.194324798004 150 GTEX 1 100 100 1.0 0.002 75 6191 -43 2282.9675010841524 2294.8022943649003 150 GTEX 1 100 100 1.0 0.002 75 6191 -44 2283.253320281554 2293.443862044766 150 GTEX 1 100 100 1.0 0.002 75 6191 -45 2281.710283088624 2291.8211001552104 150 GTEX 1 100 100 1.0 0.002 75 6191 -46 2282.2840347555984 2298.7354778101235 150 GTEX 1 100 100 1.0 0.002 75 6191 -47 2280.737773059955 2292.5451098539984 150 GTEX 1 100 100 1.0 0.002 75 6191 -48 2280.0727016585574 2290.6333012453956 150 GTEX 1 100 100 1.0 0.002 75 6191 -49 2279.7827541197794 2290.1819492818736 150 GTEX 1 100 100 1.0 0.002 75 6191 -50 2278.9428159577346 2288.467578032171 150 GTEX 1 100 100 1.0 0.002 75 6191 -51 2278.828958874206 2289.2347012944097 150 GTEX 1 100 100 1.0 0.002 75 6191 -52 2278.101205147445 2288.090371483632 150 GTEX 1 100 100 1.0 0.002 75 6191 -53 2277.7441547829385 2293.136234646061 150 GTEX 1 100 100 1.0 0.002 75 6191 -54 2276.9078655780854 2290.5703435977603 150 GTEX 1 100 100 1.0 0.002 75 6191 -55 2277.052565304974 2289.8012022301273 150 GTEX 1 100 100 1.0 0.002 75 6191 -56 2277.7595646286936 2287.1919855038022 150 GTEX 1 100 100 1.0 0.002 75 6191 -57 2276.538491256841 2286.776325878535 150 GTEX 1 100 100 1.0 0.002 75 6191 -58 2275.111661391008 2288.5910426382784 150 GTEX 1 100 100 1.0 0.002 75 6191 -59 2275.051449303543 2284.71540397383 150 GTEX 1 100 100 1.0 0.002 75 6191 -60 2275.127803246021 2287.8707892704374 150 GTEX 1 100 100 1.0 0.002 75 6191 -61 2274.8916461767685 2287.253141337928 150 GTEX 1 100 100 1.0 0.002 75 6191 -62 2274.3895485840617 2283.822935387209 150 GTEX 1 100 100 1.0 0.002 75 6191 -63 2273.878258646813 2283.050448921697 150 GTEX 1 100 100 1.0 0.002 75 6191 -64 2274.070672921398 2285.917607180519 150 GTEX 1 100 100 1.0 0.002 75 6191 -65 2272.483525523694 2285.594930322451 150 GTEX 1 100 100 1.0 0.002 75 6191 -66 2273.168863150038 2281.7831316465663 150 GTEX 1 100 100 1.0 0.002 75 6191 -67 2273.262540864607 2284.4661233996258 150 GTEX 1 100 100 1.0 0.002 75 6191 -68 2272.6327584213172 2282.1130747051748 150 GTEX 1 100 100 1.0 0.002 75 6191 -69 2272.7750133636496 2283.5296788668907 150 GTEX 1 100 100 1.0 0.002 75 6191 -70 2271.2673114967206 2282.52398055044 150 GTEX 1 100 100 1.0 0.002 75 6191 -71 2271.3843533427385 2284.42046167642 150 GTEX 1 100 100 1.0 0.002 75 6191 -72 2270.5509665668405 2283.0493530737585 150 GTEX 1 100 100 1.0 0.002 75 6191 -73 2271.003751054238 2279.880717810569 150 GTEX 1 100 100 1.0 0.002 75 6191 -74 2270.1467185096503 2281.7492582952113 150 GTEX 1 100 100 1.0 0.002 75 6191 -75 2269.6862593365026 2284.303385571382 150 GTEX 1 100 100 1.0 0.002 75 6191 -76 2269.928159603136 2282.085714710076 150 GTEX 1 100 100 1.0 0.002 75 6191 -77 2269.1753965099574 2281.628589238504 150 GTEX 1 100 100 1.0 0.002 75 6191 -78 2269.382456978435 2280.2675702345236 150 GTEX 1 100 100 1.0 0.002 75 6191 -79 2269.232639530738 2279.6607633525427 150 GTEX 1 100 100 1.0 0.002 75 6191 -80 2267.931425857584 2278.1846394702056 150 GTEX 1 100 100 1.0 0.002 75 6191 -81 2268.7461622960845 2279.5381555593513 150 GTEX 1 100 100 1.0 0.002 75 6191 -82 2268.009972681626 2279.1034803499288 150 GTEX 1 100 100 1.0 0.002 75 6191 -83 2268.0623364229446 2283.6463706593095 150 GTEX 1 100 100 1.0 0.002 75 6191 -84 2267.887385591479 2280.036705104117 150 GTEX 1 100 100 1.0 0.002 75 6191 -85 2267.2729571616374 2278.319317371673 150 GTEX 1 100 100 1.0 0.002 75 6191 -86 2267.1091038071395 2278.648080571976 150 GTEX 1 100 100 1.0 0.002 75 6191 -87 2267.3304686674765 2277.766104462482 150 GTEX 1 100 100 1.0 0.002 75 6191 -88 2266.4148024779333 2278.456732340185 150 GTEX 1 100 100 1.0 0.002 75 6191 -89 2266.726986593438 2278.7019474624226 150 GTEX 1 100 100 1.0 0.002 75 6191 -90 2267.0539803509478 2276.588839802905 150 GTEX 1 100 100 1.0 0.002 75 6191 -91 2266.337850884776 2279.5127180556383 150 GTEX 1 100 100 1.0 0.002 75 6191 -92 2265.704111929515 2280.5152193366803 150 GTEX 1 100 100 1.0 0.002 75 6191 -93 2267.0877990754893 2278.4381901846186 150 GTEX 1 100 100 1.0 0.002 75 6191 -94 2266.5141439094355 2276.3459760426567 150 GTEX 1 100 100 1.0 0.002 75 6191 -95 2265.0936320429682 2279.386427266516 150 GTEX 1 100 100 1.0 0.002 75 6191 -96 2265.25099123621 2275.056155128624 150 GTEX 1 100 100 1.0 0.002 75 6191 -97 2264.4998618504987 2275.3171252116504 150 GTEX 1 100 100 1.0 0.002 75 6191 -98 2266.5684122416187 2282.0471502383853 150 GTEX 1 100 100 1.0 0.002 75 6191 -99 2264.998734012103 2275.842589171667 150 GTEX 1 100 100 1.0 0.002 75 6191 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_150bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_150bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index bfdf13721..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_150bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3204.283709406689 3733.3903386221186 150 GTEX 1 50 100 0.5 0.002 75 5949 -1 2531.367226389201 2598.273199393269 150 GTEX 1 50 100 0.5 0.002 75 5949 -2 2463.458795654065 2479.3806259097255 150 GTEX 1 50 100 0.5 0.002 75 5949 -3 2424.766249006623 2406.740885571382 150 GTEX 1 50 100 0.5 0.002 75 5949 -4 2401.292355497221 2381.7294439163497 150 GTEX 1 50 100 0.5 0.002 75 5949 -5 2381.9350027872315 2374.425352843542 150 GTEX 1 50 100 0.5 0.002 75 5949 -6 2371.9740001452415 2353.7625741704787 150 GTEX 1 50 100 0.5 0.002 75 5949 -7 2360.8261391492733 2343.503730802935 150 GTEX 1 50 100 0.5 0.002 75 5949 -8 2352.818246833573 2360.0015878423537 150 GTEX 1 50 100 0.5 0.002 75 5949 -9 2348.165744947911 2333.375322581244 150 GTEX 1 50 100 0.5 0.002 75 5949 -10 2342.758724694168 2339.601720773675 150 GTEX 1 50 100 0.5 0.002 75 5949 -11 2338.353926308369 2343.901609935688 150 GTEX 1 50 100 0.5 0.002 75 5949 -12 2333.725456195081 2316.0481397969643 150 GTEX 1 50 100 0.5 0.002 75 5949 -13 2328.6734485942534 2314.7067560116147 150 GTEX 1 50 100 0.5 0.002 75 5949 -14 2325.696007141584 2311.5124650962453 150 GTEX 1 50 100 0.5 0.002 75 5949 -15 2323.280174074045 2316.239555794023 150 GTEX 1 50 100 0.5 0.002 75 5949 -16 2320.792885220742 2306.71235082358 150 GTEX 1 50 100 0.5 0.002 75 5949 -17 2317.378214367796 2308.5318037257903 150 GTEX 1 50 100 0.5 0.002 75 5949 -18 2315.60627209051 2302.585356853761 150 GTEX 1 50 100 0.5 0.002 75 5949 -19 2314.1258787721495 2297.640736394962 150 GTEX 1 50 100 0.5 0.002 75 5949 -20 2311.106183996671 2297.064887565352 150 GTEX 1 50 100 0.5 0.002 75 5949 -21 2309.934392629083 2294.1098252213046 150 GTEX 1 50 100 0.5 0.002 75 5949 -22 2308.1186236668327 2299.539293644546 150 GTEX 1 50 100 0.5 0.002 75 5949 -23 2305.7364976076437 2289.607989061015 150 GTEX 1 50 100 0.5 0.002 75 5949 -24 2303.4943352515234 2293.3016000029706 150 GTEX 1 50 100 0.5 0.002 75 5949 -25 2302.6554787920786 2289.3935022390388 150 GTEX 1 50 100 0.5 0.002 75 5949 -26 2301.0698964526036 2287.134423085492 150 GTEX 1 50 100 0.5 0.002 75 5949 -27 2299.5299710146514 2287.570810992455 150 GTEX 1 50 100 0.5 0.002 75 5949 -28 2297.859067754684 2283.260894891427 150 GTEX 1 50 100 0.5 0.002 75 5949 -29 2297.358793002997 2285.2060115219524 150 GTEX 1 50 100 0.5 0.002 75 5949 -30 2295.4760813364023 2282.3846092079075 150 GTEX 1 50 100 0.5 0.002 75 5949 -31 2295.5087440614025 2283.9689676843213 150 GTEX 1 50 100 0.5 0.002 75 5949 -32 2293.74503920279 2282.242741689936 150 GTEX 1 50 100 0.5 0.002 75 5949 -33 2293.0779703200096 2278.3826194153994 150 GTEX 1 50 100 0.5 0.002 75 5949 -34 2292.2207261284266 2281.9538680972255 150 GTEX 1 50 100 0.5 0.002 75 5949 -35 2290.9921044091484 2277.005564642496 150 GTEX 1 50 100 0.5 0.002 75 5949 -36 2290.4972314138504 2276.6038020028814 150 GTEX 1 50 100 0.5 0.002 75 5949 -37 2289.8809126542365 2275.9747899276676 150 GTEX 1 50 100 0.5 0.002 75 5949 -38 2288.4501405633137 2279.1703772019073 150 GTEX 1 50 100 0.5 0.002 75 5949 -39 2288.0273379991436 2273.9207791520616 150 GTEX 1 50 100 0.5 0.002 75 5949 -40 2287.1874981947985 2273.220773210997 150 GTEX 1 50 100 0.5 0.002 75 5949 -41 2285.8730621160594 2274.0293864551154 150 GTEX 1 50 100 0.5 0.002 75 5949 -42 2285.79587935394 2273.5541662644073 150 GTEX 1 50 100 0.5 0.002 75 5949 -43 2285.4016549753214 2274.2336643929716 150 GTEX 1 50 100 0.5 0.002 75 5949 -44 2284.9164970206953 2274.210044947867 150 GTEX 1 50 100 0.5 0.002 75 5949 -45 2283.821967302538 2271.363685520883 150 GTEX 1 50 100 0.5 0.002 75 5949 -46 2283.551903904888 2269.274217264734 150 GTEX 1 50 100 0.5 0.002 75 5949 -47 2282.4901653131437 2268.7632165480927 150 GTEX 1 50 100 0.5 0.002 75 5949 -48 2282.1368457588283 2270.3957575228733 150 GTEX 1 50 100 0.5 0.002 75 5949 -49 2281.502248662294 2269.915521309856 150 GTEX 1 50 100 0.5 0.002 75 5949 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_150bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_150bs_50e_0k_GTEX.tsv deleted file mode 100644 index 217dd2ff4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_150bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3216.577107665732 3479.707377966819 150 GTEX 1 50 100 0.0 0.002 75 465 -1 2534.065051652492 2588.0953522308696 150 GTEX 1 50 100 0.0 0.002 75 465 -2 2460.823190275059 2528.9160502038526 150 GTEX 1 50 100 0.0 0.002 75 465 -3 2421.249496065073 2411.235254556054 150 GTEX 1 50 100 0.0 0.002 75 465 -4 2398.1906248813725 2398.39289792137 150 GTEX 1 50 100 0.0 0.002 75 465 -5 2380.859029639141 2383.9731835194866 150 GTEX 1 50 100 0.0 0.002 75 465 -6 2368.9932627038743 2381.461288858276 150 GTEX 1 50 100 0.0 0.002 75 465 -7 2360.2864891593 2359.7446706793608 150 GTEX 1 50 100 0.0 0.002 75 465 -8 2353.702444800029 2350.3219864413763 150 GTEX 1 50 100 0.0 0.002 75 465 -9 2346.657301942562 2341.483606838908 150 GTEX 1 50 100 0.0 0.002 75 465 -10 2341.8643156821063 2340.6004610823134 150 GTEX 1 50 100 0.0 0.002 75 465 -11 2337.0081407114435 2335.878816437812 150 GTEX 1 50 100 0.0 0.002 75 465 -12 2331.0101420869037 2337.299459595191 150 GTEX 1 50 100 0.0 0.002 75 465 -13 2330.028729732228 2335.495659309648 150 GTEX 1 50 100 0.0 0.002 75 465 -14 2326.5539526797857 2339.3309822807746 150 GTEX 1 50 100 0.0 0.002 75 465 -15 2322.8591772014793 2318.625006730112 150 GTEX 1 50 100 0.0 0.002 75 465 -16 2320.0643814327073 2318.0443681492097 150 GTEX 1 50 100 0.0 0.002 75 465 -17 2317.2690026869655 2319.30202771321 150 GTEX 1 50 100 0.0 0.002 75 465 -18 2314.419658083466 2325.1146739190976 150 GTEX 1 50 100 0.0 0.002 75 465 -19 2311.8497569889155 2310.32502845213 150 GTEX 1 50 100 0.0 0.002 75 465 -20 2310.6554063777053 2310.835059336383 150 GTEX 1 50 100 0.0 0.002 75 465 -21 2308.371904182374 2309.420520622921 150 GTEX 1 50 100 0.0 0.002 75 465 -22 2306.1817136840887 2306.3250122070312 150 GTEX 1 50 100 0.0 0.002 75 465 -23 2305.899286769997 2307.1690348926154 150 GTEX 1 50 100 0.0 0.002 75 465 -24 2303.7820875361867 2307.104825444095 150 GTEX 1 50 100 0.0 0.002 75 465 -25 2301.346325429576 2300.1249619400546 150 GTEX 1 50 100 0.0 0.002 75 465 -26 2300.138482560927 2299.6039556350997 150 GTEX 1 50 100 0.0 0.002 75 465 -27 2299.652271928764 2303.5833600990672 150 GTEX 1 50 100 0.0 0.002 75 465 -28 2297.8710149658436 2297.18015860786 150 GTEX 1 50 100 0.0 0.002 75 465 -29 2296.750262270007 2295.1501745651885 150 GTEX 1 50 100 0.0 0.002 75 465 -30 2295.2041610309993 2294.8362712207404 150 GTEX 1 50 100 0.0 0.002 75 465 -31 2294.7355382719247 2296.696884329328 150 GTEX 1 50 100 0.0 0.002 75 465 -32 2293.849229122173 2292.426897288275 150 GTEX 1 50 100 0.0 0.002 75 465 -33 2292.109067574164 2293.4543352598475 150 GTEX 1 50 100 0.0 0.002 75 465 -34 2291.1925914938074 2289.340321820045 150 GTEX 1 50 100 0.0 0.002 75 465 -35 2290.400726753542 2289.98110509372 150 GTEX 1 50 100 0.0 0.002 75 465 -36 2289.4320971604902 2289.3074480064015 150 GTEX 1 50 100 0.0 0.002 75 465 -37 2288.6948206341353 2289.499646320996 150 GTEX 1 50 100 0.0 0.002 75 465 -38 2288.5216427943365 2288.911633857756 150 GTEX 1 50 100 0.0 0.002 75 465 -39 2288.2252245361356 2289.4227510749615 150 GTEX 1 50 100 0.0 0.002 75 465 -40 2286.0651759019406 2285.0471669476296 150 GTEX 1 50 100 0.0 0.002 75 465 -41 2285.411164945089 2291.8906686296937 150 GTEX 1 50 100 0.0 0.002 75 465 -42 2284.954793393127 2285.910607399596 150 GTEX 1 50 100 0.0 0.002 75 465 -43 2285.0303309202773 2283.1440309009627 150 GTEX 1 50 100 0.0 0.002 75 465 -44 2283.5954454453627 2284.2095944944895 150 GTEX 1 50 100 0.0 0.002 75 465 -45 2283.072812111108 2283.729790169023 150 GTEX 1 50 100 0.0 0.002 75 465 -46 2282.7977489238933 2284.3807345198134 150 GTEX 1 50 100 0.0 0.002 75 465 -47 2281.913690447946 2280.3067961138013 150 GTEX 1 50 100 0.0 0.002 75 465 -48 2281.598895520913 2280.736235760011 150 GTEX 1 50 100 0.0 0.002 75 465 -49 2280.859829188728 2281.959084398393 150 GTEX 1 50 100 0.0 0.002 75 465 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_150bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_150bs_50e_1k_GTEX.tsv deleted file mode 100644 index 2f31b625a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_150bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3202.9445398221287 3402.6780801635277 150 GTEX 1 50 100 1.0 0.002 75 161 -1 2527.4592929355344 2684.8525683036773 150 GTEX 1 50 100 1.0 0.002 75 161 -2 2458.701904528972 2598.5534913965957 150 GTEX 1 50 100 1.0 0.002 75 161 -3 2422.884542347348 2431.500919472582 150 GTEX 1 50 100 1.0 0.002 75 161 -4 2399.0425520063113 2453.121913431262 150 GTEX 1 50 100 1.0 0.002 75 161 -5 2379.40590814639 2405.6672604637 150 GTEX 1 50 100 1.0 0.002 75 161 -6 2370.418111954066 2407.9697158871495 150 GTEX 1 50 100 1.0 0.002 75 161 -7 2359.9423497515218 2364.0956850233188 150 GTEX 1 50 100 1.0 0.002 75 161 -8 2351.7135662088126 2355.304542686549 150 GTEX 1 50 100 1.0 0.002 75 161 -9 2345.511183069313 2355.776297101503 150 GTEX 1 50 100 1.0 0.002 75 161 -10 2340.1504486751264 2351.69234846572 150 GTEX 1 50 100 1.0 0.002 75 161 -11 2335.249446318874 2335.7170089895735 150 GTEX 1 50 100 1.0 0.002 75 161 -12 2331.133758090398 2340.811096887625 150 GTEX 1 50 100 1.0 0.002 75 161 -13 2328.5472521324073 2333.994201428083 150 GTEX 1 50 100 1.0 0.002 75 161 -14 2324.5630752919683 2333.603047302014 150 GTEX 1 50 100 1.0 0.002 75 161 -15 2321.922741135738 2336.9033704402327 150 GTEX 1 50 100 1.0 0.002 75 161 -16 2319.8156755043838 2325.840863013902 150 GTEX 1 50 100 1.0 0.002 75 161 -17 2315.873817850824 2321.857120180311 150 GTEX 1 50 100 1.0 0.002 75 161 -18 2314.183658556738 2318.6531796763607 150 GTEX 1 50 100 1.0 0.002 75 161 -19 2311.611447784079 2315.0621639585315 150 GTEX 1 50 100 1.0 0.002 75 161 -20 2309.307137571218 2319.080173739009 150 GTEX 1 50 100 1.0 0.002 75 161 -21 2307.468129268528 2311.5110610555785 150 GTEX 1 50 100 1.0 0.002 75 161 -22 2305.126314857284 2309.7468206021267 150 GTEX 1 50 100 1.0 0.002 75 161 -23 2303.7714212445203 2316.9335645088227 150 GTEX 1 50 100 1.0 0.002 75 161 -24 2302.795476510304 2309.6395421481407 150 GTEX 1 50 100 1.0 0.002 75 161 -25 2301.654004329183 2307.5711456414865 150 GTEX 1 50 100 1.0 0.002 75 161 -26 2299.5317445994556 2304.0504776987286 150 GTEX 1 50 100 1.0 0.002 75 161 -27 2298.087875925501 2303.2801211977185 150 GTEX 1 50 100 1.0 0.002 75 161 -28 2296.554146867903 2305.1306286945996 150 GTEX 1 50 100 1.0 0.002 75 161 -29 2295.106172984941 2305.9275463960016 150 GTEX 1 50 100 1.0 0.002 75 161 -30 2294.811592705665 2299.709625360177 150 GTEX 1 50 100 1.0 0.002 75 161 -31 2292.936710250079 2301.061452423212 150 GTEX 1 50 100 1.0 0.002 75 161 -32 2292.8760392029963 2297.1618072161655 150 GTEX 1 50 100 1.0 0.002 75 161 -33 2291.203339612684 2295.570993401705 150 GTEX 1 50 100 1.0 0.002 75 161 -34 2290.802439327689 2301.0805009617097 150 GTEX 1 50 100 1.0 0.002 75 161 -35 2289.6169549642427 2293.7220347589414 150 GTEX 1 50 100 1.0 0.002 75 161 -36 2288.748195675191 2293.200866003 150 GTEX 1 50 100 1.0 0.002 75 161 -37 2287.3957304196483 2293.5412518751486 150 GTEX 1 50 100 1.0 0.002 75 161 -38 2287.290295336659 2296.8464615390326 150 GTEX 1 50 100 1.0 0.002 75 161 -39 2286.682249338987 2291.9274266464176 150 GTEX 1 50 100 1.0 0.002 75 161 -40 2285.638421493535 2291.8223733067966 150 GTEX 1 50 100 1.0 0.002 75 161 -41 2285.4529714031305 2294.1026156465364 150 GTEX 1 50 100 1.0 0.002 75 161 -42 2285.0502427583565 2289.1512752866565 150 GTEX 1 50 100 1.0 0.002 75 161 -43 2283.680097770751 2289.7410726220887 150 GTEX 1 50 100 1.0 0.002 75 161 -44 2282.6581403297723 2289.2922692824677 150 GTEX 1 50 100 1.0 0.002 75 161 -45 2282.1306728976724 2285.8338483803172 150 GTEX 1 50 100 1.0 0.002 75 161 -46 2281.1581862334706 2285.4342115278932 150 GTEX 1 50 100 1.0 0.002 75 161 -47 2280.276719072873 2289.490367120663 150 GTEX 1 50 100 1.0 0.002 75 161 -48 2280.4470213812206 2285.7718677593275 150 GTEX 1 50 100 1.0 0.002 75 161 -49 2279.63294242294 2288.7406613890207 150 GTEX 1 50 100 1.0 0.002 75 161 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_50bs_100e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_50bs_100e_0.5k_GTEX.tsv deleted file mode 100644 index 156f3d809..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_50bs_100e_0.5k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2782.528997288897 2462.766077542033 50 GTEX 1 100 100 0.5 0.002 75 2711 -1 2426.657483055862 2377.222169825333 50 GTEX 1 100 100 0.5 0.002 75 2711 -2 2384.490992250218 2331.0996400086146 50 GTEX 1 100 100 0.5 0.002 75 2711 -3 2359.5665352961273 2334.5009436081573 50 GTEX 1 100 100 0.5 0.002 75 2711 -4 2345.054716821632 2297.8315796362585 50 GTEX 1 100 100 0.5 0.002 75 2711 -5 2335.2119883852297 2292.4417037673775 50 GTEX 1 100 100 0.5 0.002 75 2711 -6 2328.1461575561407 2285.9089805690055 50 GTEX 1 100 100 0.5 0.002 75 2711 -7 2321.9754473495927 2278.755389659577 50 GTEX 1 100 100 0.5 0.002 75 2711 -8 2317.4879490929015 2277.678876637506 50 GTEX 1 100 100 0.5 0.002 75 2711 -9 2312.4535678159577 2274.4892397108188 50 GTEX 1 100 100 0.5 0.002 75 2711 -10 2309.754420371422 2270.2787677489305 50 GTEX 1 100 100 0.5 0.002 75 2711 -11 2306.023096961608 2265.507074972523 50 GTEX 1 100 100 0.5 0.002 75 2711 -12 2302.820050952074 2264.20126099097 50 GTEX 1 100 100 0.5 0.002 75 2711 -13 2300.72030402071 2262.1004912517824 50 GTEX 1 100 100 0.5 0.002 75 2711 -14 2298.5471614597086 2260.2908522457224 50 GTEX 1 100 100 0.5 0.002 75 2711 -15 2296.894603458065 2256.850363147576 50 GTEX 1 100 100 0.5 0.002 75 2711 -16 2294.8712705308158 2261.065682182747 50 GTEX 1 100 100 0.5 0.002 75 2711 -17 2293.5304227534625 2258.099009698788 50 GTEX 1 100 100 0.5 0.002 75 2711 -18 2292.3796681482386 2257.2144209132903 50 GTEX 1 100 100 0.5 0.002 75 2711 -19 2290.5463005332667 2251.16789680742 50 GTEX 1 100 100 0.5 0.002 75 2711 -20 2289.407712200419 2254.704285828333 50 GTEX 1 100 100 0.5 0.002 75 2711 -21 2288.179004360129 2252.3610974445996 50 GTEX 1 100 100 0.5 0.002 75 2711 -22 2287.0211851757253 2248.8171679130523 50 GTEX 1 100 100 0.5 0.002 75 2711 -23 2285.949139862689 2248.8705794765924 50 GTEX 1 100 100 0.5 0.002 75 2711 -24 2285.5256218713275 2247.224836342235 50 GTEX 1 100 100 0.5 0.002 75 2711 -25 2284.906461879093 2246.0736738429778 50 GTEX 1 100 100 0.5 0.002 75 2711 -26 2285.0175413246757 2247.2385643788616 50 GTEX 1 100 100 0.5 0.002 75 2711 -27 2282.8429759553333 2247.0081160512714 50 GTEX 1 100 100 0.5 0.002 75 2711 -28 2283.4291112280653 2247.2129639600166 50 GTEX 1 100 100 0.5 0.002 75 2711 -29 2281.2475639062004 2244.480584322273 50 GTEX 1 100 100 0.5 0.002 75 2711 -30 2281.9830296605974 2252.7983820810064 50 GTEX 1 100 100 0.5 0.002 75 2711 -31 2281.813037124848 2243.54588126411 50 GTEX 1 100 100 0.5 0.002 75 2711 -32 2279.866989495171 2242.574644371584 50 GTEX 1 100 100 0.5 0.002 75 2711 -33 2279.665013995986 2241.36350125505 50 GTEX 1 100 100 0.5 0.002 75 2711 -34 2279.2532565063593 2245.3115847047293 50 GTEX 1 100 100 0.5 0.002 75 2711 -35 2279.3403652211714 2240.509485745158 50 GTEX 1 100 100 0.5 0.002 75 2711 -36 2279.5369039430557 2242.748378275012 50 GTEX 1 100 100 0.5 0.002 75 2711 -37 2278.5592892426075 2240.380750764912 50 GTEX 1 100 100 0.5 0.002 75 2711 -38 2277.5090382061126 2238.711190459393 50 GTEX 1 100 100 0.5 0.002 75 2711 -39 2277.271361672867 2240.6912140936906 50 GTEX 1 100 100 0.5 0.002 75 2711 -40 2277.045395972523 2243.4719549258853 50 GTEX 1 100 100 0.5 0.002 75 2711 -41 2276.411837692156 2239.1925963195104 50 GTEX 1 100 100 0.5 0.002 75 2711 -42 2277.5646826692805 2239.3282712058876 50 GTEX 1 100 100 0.5 0.002 75 2711 -43 2275.9941044693905 2237.6479840296756 50 GTEX 1 100 100 0.5 0.002 75 2711 -44 2276.492330239871 2242.1942737419795 50 GTEX 1 100 100 0.5 0.002 75 2711 -45 2275.739870858971 2238.590581277477 50 GTEX 1 100 100 0.5 0.002 75 2711 -46 2275.597246649752 2238.138560480038 50 GTEX 1 100 100 0.5 0.002 75 2711 -47 2274.932839175722 2238.5625932932808 50 GTEX 1 100 100 0.5 0.002 75 2711 -48 2276.453973960534 2237.4199979948908 50 GTEX 1 100 100 0.5 0.002 75 2711 -49 2276.207379215507 2236.5987001136227 50 GTEX 1 100 100 0.5 0.002 75 2711 -50 2274.9220788588405 2236.5544739929896 50 GTEX 1 100 100 0.5 0.002 75 2711 -51 2274.5785082700927 2235.1587823788022 50 GTEX 1 100 100 0.5 0.002 75 2711 -52 2274.6798338502745 2235.12397191733 50 GTEX 1 100 100 0.5 0.002 75 2711 -53 2273.991377067626 2237.059363303529 50 GTEX 1 100 100 0.5 0.002 75 2711 -54 2275.464963073827 2237.32188038409 50 GTEX 1 100 100 0.5 0.002 75 2711 -55 2274.318877880483 2238.010457666201 50 GTEX 1 100 100 0.5 0.002 75 2711 -56 2274.740486355358 2236.3309377227897 50 GTEX 1 100 100 0.5 0.002 75 2711 -57 2273.925196081 2236.0371362954493 50 GTEX 1 100 100 0.5 0.002 75 2711 -58 2273.877266843253 2235.9327838157974 50 GTEX 1 100 100 0.5 0.002 75 2711 -59 2273.7333168165983 2235.6469267058283 50 GTEX 1 100 100 0.5 0.002 75 2711 -60 2273.2358370585816 2236.3346536730633 50 GTEX 1 100 100 0.5 0.002 75 2711 -61 2273.180925120443 2234.6532497623575 50 GTEX 1 100 100 0.5 0.002 75 2711 -62 2273.463782265658 2237.898224921281 50 GTEX 1 100 100 0.5 0.002 75 2711 -63 2274.904297700235 2234.245910412458 50 GTEX 1 100 100 0.5 0.002 75 2711 -64 2273.07311667441 2236.1286848525133 50 GTEX 1 100 100 0.5 0.002 75 2711 -65 2272.925023400571 2238.5598423018655 50 GTEX 1 100 100 0.5 0.002 75 2711 -66 2272.7480537863435 2246.1269192423656 50 GTEX 1 100 100 0.5 0.002 75 2711 -67 2272.887875342679 2234.9902650086146 50 GTEX 1 100 100 0.5 0.002 75 2711 -68 2273.4771222930226 2236.893432153042 50 GTEX 1 100 100 0.5 0.002 75 2711 -69 2272.8731682361263 2234.456969518625 50 GTEX 1 100 100 0.5 0.002 75 2711 -70 2272.396567697949 2233.980435331511 50 GTEX 1 100 100 0.5 0.002 75 2711 -71 2272.778365984101 2232.6571095977897 50 GTEX 1 100 100 0.5 0.002 75 2711 -72 2273.8023047112256 2236.1446059774535 50 GTEX 1 100 100 0.5 0.002 75 2711 -73 2272.0616560424533 2233.673665209868 50 GTEX 1 100 100 0.5 0.002 75 2711 -74 2272.1550097233317 2235.482768591819 50 GTEX 1 100 100 0.5 0.002 75 2711 -75 2272.3668369814222 2235.7071978782974 50 GTEX 1 100 100 0.5 0.002 75 2711 -76 2273.146640989135 2235.9700909168546 50 GTEX 1 100 100 0.5 0.002 75 2711 -77 2271.1709060451353 2235.2606405395973 50 GTEX 1 100 100 0.5 0.002 75 2711 -78 2271.792721695264 2234.3734432554065 50 GTEX 1 100 100 0.5 0.002 75 2711 -79 2272.6044324353265 2238.9688920285766 50 GTEX 1 100 100 0.5 0.002 75 2711 -80 2271.7663840357045 2233.7312601183758 50 GTEX 1 100 100 0.5 0.002 75 2711 -81 2272.147169603747 2233.8595578733957 50 GTEX 1 100 100 0.5 0.002 75 2711 -82 2272.0151388334148 2235.2787436133553 50 GTEX 1 100 100 0.5 0.002 75 2711 -83 2272.1613781136116 2236.1428296919557 50 GTEX 1 100 100 0.5 0.002 75 2711 -84 2271.7867625957683 2237.359894843156 50 GTEX 1 100 100 0.5 0.002 75 2711 -85 2271.650770955193 2235.6788673545925 50 GTEX 1 100 100 0.5 0.002 75 2711 -86 2271.3038745145554 2233.516250204224 50 GTEX 1 100 100 0.5 0.002 75 2711 -87 2271.5823927287306 2233.9663698609793 50 GTEX 1 100 100 0.5 0.002 75 2711 -88 2271.5627601553424 2234.2010052467026 50 GTEX 1 100 100 0.5 0.002 75 2711 -89 2272.3136377927935 2231.957859285884 50 GTEX 1 100 100 0.5 0.002 75 2711 -90 2271.387581301123 2234.591582903844 50 GTEX 1 100 100 0.5 0.002 75 2711 -91 2272.4580794790045 2233.84423828125 50 GTEX 1 100 100 0.5 0.002 75 2711 -92 2271.7003408117507 2238.223928473295 50 GTEX 1 100 100 0.5 0.002 75 2711 -93 2271.219110988747 2231.9767393395023 50 GTEX 1 100 100 0.5 0.002 75 2711 -94 2271.7966124463182 2234.5875870737286 50 GTEX 1 100 100 0.5 0.002 75 2711 -95 2272.4616770911043 2233.838325993643 50 GTEX 1 100 100 0.5 0.002 75 2711 -96 2271.5890310224413 2234.614894620366 50 GTEX 1 100 100 0.5 0.002 75 2711 -97 2271.5003007208015 2234.4725142214234 50 GTEX 1 100 100 0.5 0.002 75 2711 -98 2272.9551362267034 2233.9035375326757 50 GTEX 1 100 100 0.5 0.002 75 2711 -99 2271.3309860640497 2234.2036958991803 50 GTEX 1 100 100 0.5 0.002 75 2711 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_50bs_100e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_50bs_100e_0k_GTEX.tsv deleted file mode 100644 index 425f6a93f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_50bs_100e_0k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2775.3701592486977 2622.9337562009864 50 GTEX 1 100 100 0.0 0.002 75 7181 -1 2425.739542157544 2400.997543276943 50 GTEX 1 100 100 0.0 0.002 75 7181 -2 2379.4275427399534 2358.399712044023 50 GTEX 1 100 100 0.0 0.002 75 7181 -3 2354.6219024803263 2350.828778981256 50 GTEX 1 100 100 0.0 0.002 75 7181 -4 2340.1322066485473 2334.0531479287965 50 GTEX 1 100 100 0.0 0.002 75 7181 -5 2331.295642150447 2321.0020399202413 50 GTEX 1 100 100 0.0 0.002 75 7181 -6 2323.6800753862512 2318.878467632337 50 GTEX 1 100 100 0.0 0.002 75 7181 -7 2318.6632078401867 2310.2858060539447 50 GTEX 1 100 100 0.0 0.002 75 7181 -8 2313.4915520690292 2305.2377224186075 50 GTEX 1 100 100 0.0 0.002 75 7181 -9 2309.478430135809 2306.1617789032794 50 GTEX 1 100 100 0.0 0.002 75 7181 -10 2304.8140244927695 2301.6596540443797 50 GTEX 1 100 100 0.0 0.002 75 7181 -11 2302.5251841099343 2297.0027593460372 50 GTEX 1 100 100 0.0 0.002 75 7181 -12 2299.596376980977 2294.4247684841375 50 GTEX 1 100 100 0.0 0.002 75 7181 -13 2297.842084520984 2289.553366541409 50 GTEX 1 100 100 0.0 0.002 75 7181 -14 2294.59190054515 2293.6268055266755 50 GTEX 1 100 100 0.0 0.002 75 7181 -15 2293.953681208408 2288.632224891576 50 GTEX 1 100 100 0.0 0.002 75 7181 -16 2291.5963927893854 2286.917421986395 50 GTEX 1 100 100 0.0 0.002 75 7181 -17 2289.470681875198 2284.8429266055728 50 GTEX 1 100 100 0.0 0.002 75 7181 -18 2288.9451261774043 2284.2137376908568 50 GTEX 1 100 100 0.0 0.002 75 7181 -19 2287.5652446027566 2284.332912198491 50 GTEX 1 100 100 0.0 0.002 75 7181 -20 2285.8624640610146 2282.4903555170213 50 GTEX 1 100 100 0.0 0.002 75 7181 -21 2285.543100787604 2280.7735270801154 50 GTEX 1 100 100 0.0 0.002 75 7181 -22 2284.208122881209 2278.9692303907736 50 GTEX 1 100 100 0.0 0.002 75 7181 -23 2282.874024082215 2279.2392513144605 50 GTEX 1 100 100 0.0 0.002 75 7181 -24 2281.9900788181976 2280.084805912845 50 GTEX 1 100 100 0.0 0.002 75 7181 -25 2281.384778725606 2277.89697265625 50 GTEX 1 100 100 0.0 0.002 75 7181 -26 2281.216183802741 2282.440263523348 50 GTEX 1 100 100 0.0 0.002 75 7181 -27 2279.231689401548 2276.1182049073195 50 GTEX 1 100 100 0.0 0.002 75 7181 -28 2279.053361450466 2284.434658500178 50 GTEX 1 100 100 0.0 0.002 75 7181 -29 2278.124245760974 2279.756825726295 50 GTEX 1 100 100 0.0 0.002 75 7181 -30 2277.4574116059816 2276.370291242128 50 GTEX 1 100 100 0.0 0.002 75 7181 -31 2277.528061549742 2278.5624647249288 50 GTEX 1 100 100 0.0 0.002 75 7181 -32 2276.4727133459483 2272.878338135694 50 GTEX 1 100 100 0.0 0.002 75 7181 -33 2276.129724496318 2271.9208863697127 50 GTEX 1 100 100 0.0 0.002 75 7181 -34 2275.330579016873 2270.238198167924 50 GTEX 1 100 100 0.0 0.002 75 7181 -35 2275.280616245288 2272.5818845799668 50 GTEX 1 100 100 0.0 0.002 75 7181 -36 2274.805902658577 2272.0456580100404 50 GTEX 1 100 100 0.0 0.002 75 7181 -37 2275.2853074227414 2272.3158645919975 50 GTEX 1 100 100 0.0 0.002 75 7181 -38 2276.6506272740385 2270.0486939869 50 GTEX 1 100 100 0.0 0.002 75 7181 -39 2273.824762296208 2270.521617120663 50 GTEX 1 100 100 0.0 0.002 75 7181 -40 2274.0270608233286 2272.822602130614 50 GTEX 1 100 100 0.0 0.002 75 7181 -41 2273.596456616157 2270.381536099394 50 GTEX 1 100 100 0.0 0.002 75 7181 -42 2272.756344587407 2276.0980336004336 50 GTEX 1 100 100 0.0 0.002 75 7181 -43 2273.1815960107315 2269.481953552014 50 GTEX 1 100 100 0.0 0.002 75 7181 -44 2272.7045899211157 2269.112173334274 50 GTEX 1 100 100 0.0 0.002 75 7181 -45 2272.9485878836103 2270.9937284636408 50 GTEX 1 100 100 0.0 0.002 75 7181 -46 2271.075834482817 2267.404901656814 50 GTEX 1 100 100 0.0 0.002 75 7181 -47 2271.5802066553556 2277.193067891516 50 GTEX 1 100 100 0.0 0.002 75 7181 -48 2272.4519758086476 2267.6529002606644 50 GTEX 1 100 100 0.0 0.002 75 7181 -49 2271.398053224152 2277.8699166765687 50 GTEX 1 100 100 0.0 0.002 75 7181 -50 2271.802541502101 2266.376166862227 50 GTEX 1 100 100 0.0 0.002 75 7181 -51 2271.687761934755 2270.814474475701 50 GTEX 1 100 100 0.0 0.002 75 7181 -52 2271.2430411282694 2273.073488184708 50 GTEX 1 100 100 0.0 0.002 75 7181 -53 2271.836262694178 2269.516871231137 50 GTEX 1 100 100 0.0 0.002 75 7181 -54 2270.4251182510216 2267.081039370693 50 GTEX 1 100 100 0.0 0.002 75 7181 -55 2270.5433253031088 2271.7294726933815 50 GTEX 1 100 100 0.0 0.002 75 7181 -56 2270.435461772638 2276.2495706652508 50 GTEX 1 100 100 0.0 0.002 75 7181 -57 2270.402810910391 2267.0851869764438 50 GTEX 1 100 100 0.0 0.002 75 7181 -58 2270.034157870349 2270.13678744356 50 GTEX 1 100 100 0.0 0.002 75 7181 -59 2270.2402719102993 2266.256552344493 50 GTEX 1 100 100 0.0 0.002 75 7181 -60 2270.393443358137 2269.4212321582404 50 GTEX 1 100 100 0.0 0.002 75 7181 -61 2269.7989007972596 2266.065489562292 50 GTEX 1 100 100 0.0 0.002 75 7181 -62 2270.1724184688424 2264.5617425142586 50 GTEX 1 100 100 0.0 0.002 75 7181 -63 2270.191236200007 2267.1929119385695 50 GTEX 1 100 100 0.0 0.002 75 7181 -64 2269.5584115535794 2266.9139557464946 50 GTEX 1 100 100 0.0 0.002 75 7181 -65 2270.3016761915983 2265.1595793169263 50 GTEX 1 100 100 0.0 0.002 75 7181 -66 2270.0466296215222 2266.9024402923005 50 GTEX 1 100 100 0.0 0.002 75 7181 -67 2270.1962760650486 2267.6099110882546 50 GTEX 1 100 100 0.0 0.002 75 7181 -68 2269.731167775645 2267.627568118019 50 GTEX 1 100 100 0.0 0.002 75 7181 -69 2269.81343986533 2266.0934580523704 50 GTEX 1 100 100 0.0 0.002 75 7181 -70 2269.8098114358595 2274.426278350018 50 GTEX 1 100 100 0.0 0.002 75 7181 -71 2271.027183577039 2265.1089400955025 50 GTEX 1 100 100 0.0 0.002 75 7181 -72 2268.817100762641 2264.1822607236218 50 GTEX 1 100 100 0.0 0.002 75 7181 -73 2269.050370734257 2268.953844425796 50 GTEX 1 100 100 0.0 0.002 75 7181 -74 2270.47696343528 2265.7227356189105 50 GTEX 1 100 100 0.0 0.002 75 7181 -75 2269.869094076587 2268.7280955731644 50 GTEX 1 100 100 0.0 0.002 75 7181 -76 2269.801780325943 2266.067721174697 50 GTEX 1 100 100 0.0 0.002 75 7181 -77 2269.804323313467 2266.1905141620127 50 GTEX 1 100 100 0.0 0.002 75 7181 -78 2270.0049627571434 2265.6380299615316 50 GTEX 1 100 100 0.0 0.002 75 7181 -79 2268.587218238973 2268.634949890833 50 GTEX 1 100 100 0.0 0.002 75 7181 -80 2269.1188401362956 2265.9004212586146 50 GTEX 1 100 100 0.0 0.002 75 7181 -81 2269.7400762135494 2267.704467309292 50 GTEX 1 100 100 0.0 0.002 75 7181 -82 2269.0440455269786 2267.260531465364 50 GTEX 1 100 100 0.0 0.002 75 7181 -83 2268.646049140889 2264.9263902091257 50 GTEX 1 100 100 0.0 0.002 75 7181 -84 2269.26068841828 2266.805939765031 50 GTEX 1 100 100 0.0 0.002 75 7181 -85 2268.89382203786 2264.2664734582936 50 GTEX 1 100 100 0.0 0.002 75 7181 -86 2268.5137422520747 2265.1236544416884 50 GTEX 1 100 100 0.0 0.002 75 7181 -87 2268.500691263278 2267.2257878408686 50 GTEX 1 100 100 0.0 0.002 75 7181 -88 2268.1393874053456 2263.445996186579 50 GTEX 1 100 100 0.0 0.002 75 7181 -89 2268.96663007437 2264.6499190529944 50 GTEX 1 100 100 0.0 0.002 75 7181 -90 2268.359065923694 2264.1985624480158 50 GTEX 1 100 100 0.0 0.002 75 7181 -91 2268.7014978686243 2267.664466770883 50 GTEX 1 100 100 0.0 0.002 75 7181 -92 2267.9588498101134 2262.823196701224 50 GTEX 1 100 100 0.0 0.002 75 7181 -93 2268.0964360884354 2266.1481580843038 50 GTEX 1 100 100 0.0 0.002 75 7181 -94 2268.574373533145 2266.426036530121 50 GTEX 1 100 100 0.0 0.002 75 7181 -95 2268.9480440795164 2265.6064044676805 50 GTEX 1 100 100 0.0 0.002 75 7181 -96 2268.8507374970704 2265.773373447897 50 GTEX 1 100 100 0.0 0.002 75 7181 -97 2268.053023413568 2264.1428756423775 50 GTEX 1 100 100 0.0 0.002 75 7181 -98 2268.1507919213204 2263.7077084385396 50 GTEX 1 100 100 0.0 0.002 75 7181 -99 2267.9271238816004 2270.4966581511408 50 GTEX 1 100 100 0.0 0.002 75 7181 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_50bs_100e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_50bs_100e_1k_GTEX.tsv deleted file mode 100644 index af39adaeb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_50bs_100e_1k_GTEX.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2771.7065815742762 2494.0472783425917 50 GTEX 1 100 100 1.0 0.002 75 4620 -1 2425.4921121457264 2374.1641864268954 50 GTEX 1 100 100 1.0 0.002 75 4620 -2 2379.3772363095572 2370.1932354481046 50 GTEX 1 100 100 1.0 0.002 75 4620 -3 2356.0954996529886 2327.5412862219287 50 GTEX 1 100 100 1.0 0.002 75 4620 -4 2343.234852089 2322.060509743346 50 GTEX 1 100 100 1.0 0.002 75 4620 -5 2332.9885439068357 2311.5925084103196 50 GTEX 1 100 100 1.0 0.002 75 4620 -6 2327.017288106465 2301.673688417152 50 GTEX 1 100 100 1.0 0.002 75 4620 -7 2318.5045189354305 2295.076731170538 50 GTEX 1 100 100 1.0 0.002 75 4620 -8 2315.1031299049905 2292.4363071456155 50 GTEX 1 100 100 1.0 0.002 75 4620 -9 2309.93384330623 2286.2678528992396 50 GTEX 1 100 100 1.0 0.002 75 4620 -10 2306.8069061959472 2286.116423516219 50 GTEX 1 100 100 1.0 0.002 75 4620 -11 2303.4395236954892 2281.5462391204255 50 GTEX 1 100 100 1.0 0.002 75 4620 -12 2300.6857842590134 2284.480973276349 50 GTEX 1 100 100 1.0 0.002 75 4620 -13 2298.4470962712994 2275.358856549281 50 GTEX 1 100 100 1.0 0.002 75 4620 -14 2296.307672839287 2276.280868936401 50 GTEX 1 100 100 1.0 0.002 75 4620 -15 2294.9514570968563 2278.25858947986 50 GTEX 1 100 100 1.0 0.002 75 4620 -16 2292.653317217869 2270.9868878846837 50 GTEX 1 100 100 1.0 0.002 75 4620 -17 2291.7301502608566 2274.433488388932 50 GTEX 1 100 100 1.0 0.002 75 4620 -18 2290.831071089046 2272.163360247594 50 GTEX 1 100 100 1.0 0.002 75 4620 -19 2288.690029139049 2271.6074195542715 50 GTEX 1 100 100 1.0 0.002 75 4620 -20 2287.231753615148 2266.2196973213227 50 GTEX 1 100 100 1.0 0.002 75 4620 -21 2286.10025692661 2267.9932889176866 50 GTEX 1 100 100 1.0 0.002 75 4620 -22 2285.5304684250636 2282.3548337987168 50 GTEX 1 100 100 1.0 0.002 75 4620 -23 2285.0522601227453 2264.687164422677 50 GTEX 1 100 100 1.0 0.002 75 4620 -24 2283.8173210746045 2263.8008935732532 50 GTEX 1 100 100 1.0 0.002 75 4620 -25 2282.8740591547034 2265.308260493405 50 GTEX 1 100 100 1.0 0.002 75 4620 -26 2281.71970912941 2266.6573374933164 50 GTEX 1 100 100 1.0 0.002 75 4620 -27 2281.6265240801517 2261.189360295865 50 GTEX 1 100 100 1.0 0.002 75 4620 -28 2280.95618992289 2258.609293774507 50 GTEX 1 100 100 1.0 0.002 75 4620 -29 2280.5718953265705 2260.593097411181 50 GTEX 1 100 100 1.0 0.002 75 4620 -30 2279.5953822890947 2259.6557881750537 50 GTEX 1 100 100 1.0 0.002 75 4620 -31 2278.841090938012 2259.7932323847435 50 GTEX 1 100 100 1.0 0.002 75 4620 -32 2278.959708596102 2259.429537580947 50 GTEX 1 100 100 1.0 0.002 75 4620 -33 2278.608672544472 2257.982115074709 50 GTEX 1 100 100 1.0 0.002 75 4620 -34 2277.586179783846 2258.286107284488 50 GTEX 1 100 100 1.0 0.002 75 4620 -35 2276.3695852977366 2264.0159192683577 50 GTEX 1 100 100 1.0 0.002 75 4620 -36 2276.975736749201 2257.306953459185 50 GTEX 1 100 100 1.0 0.002 75 4620 -37 2276.6464279237666 2255.958369381981 50 GTEX 1 100 100 1.0 0.002 75 4620 -38 2275.972781169952 2259.8907229347374 50 GTEX 1 100 100 1.0 0.002 75 4620 -39 2275.9119011320986 2257.3830714932865 50 GTEX 1 100 100 1.0 0.002 75 4620 -40 2275.344072151124 2254.0834779920688 50 GTEX 1 100 100 1.0 0.002 75 4620 -41 2275.4828811182924 2255.0979978612168 50 GTEX 1 100 100 1.0 0.002 75 4620 -42 2275.2452631122624 2257.504315626485 50 GTEX 1 100 100 1.0 0.002 75 4620 -43 2274.079343794769 2254.693112449501 50 GTEX 1 100 100 1.0 0.002 75 4620 -44 2275.3746736195467 2256.484536058549 50 GTEX 1 100 100 1.0 0.002 75 4620 -45 2274.2028273996184 2254.4526046926985 50 GTEX 1 100 100 1.0 0.002 75 4620 -46 2273.512324781973 2257.2891298011227 50 GTEX 1 100 100 1.0 0.002 75 4620 -47 2273.6236374853934 2256.0874849616803 50 GTEX 1 100 100 1.0 0.002 75 4620 -48 2273.6380466047353 2253.8381737538616 50 GTEX 1 100 100 1.0 0.002 75 4620 -49 2272.821098097957 2253.9215157512476 50 GTEX 1 100 100 1.0 0.002 75 4620 -50 2272.8347633195 2255.169809087601 50 GTEX 1 100 100 1.0 0.002 75 4620 -51 2274.071942416544 2252.758105375921 50 GTEX 1 100 100 1.0 0.002 75 4620 -52 2272.329419355351 2254.5909006097017 50 GTEX 1 100 100 1.0 0.002 75 4620 -53 2272.474422149803 2252.1358396580918 50 GTEX 1 100 100 1.0 0.002 75 4620 -54 2273.1918424125 2257.2614467606345 50 GTEX 1 100 100 1.0 0.002 75 4620 -55 2272.5530197000107 2259.5975054026558 50 GTEX 1 100 100 1.0 0.002 75 4620 -56 2272.4742155315835 2253.528801631565 50 GTEX 1 100 100 1.0 0.002 75 4620 -57 2271.7259480351568 2250.8933082261465 50 GTEX 1 100 100 1.0 0.002 75 4620 -58 2272.3356943393414 2253.0795285765207 50 GTEX 1 100 100 1.0 0.002 75 4620 -59 2271.3852286850047 2251.5178106619833 50 GTEX 1 100 100 1.0 0.002 75 4620 -60 2271.908347953747 2254.7248739380348 50 GTEX 1 100 100 1.0 0.002 75 4620 -61 2271.1108788103165 2252.2257279660766 50 GTEX 1 100 100 1.0 0.002 75 4620 -62 2272.2628131663773 2251.05682628327 50 GTEX 1 100 100 1.0 0.002 75 4620 -63 2270.7328767858085 2254.660816729295 50 GTEX 1 100 100 1.0 0.002 75 4620 -64 2271.210674404758 2250.5668615769073 50 GTEX 1 100 100 1.0 0.002 75 4620 -65 2272.3915527962677 2252.763357648378 50 GTEX 1 100 100 1.0 0.002 75 4620 -66 2271.850101215076 2257.6488937551985 50 GTEX 1 100 100 1.0 0.002 75 4620 -67 2271.9138035567216 2250.1477060064162 50 GTEX 1 100 100 1.0 0.002 75 4620 -68 2270.3687947483695 2252.4519251834304 50 GTEX 1 100 100 1.0 0.002 75 4620 -69 2270.7829601448616 2250.706331318322 50 GTEX 1 100 100 1.0 0.002 75 4620 -70 2270.6274059211437 2252.266510125802 50 GTEX 1 100 100 1.0 0.002 75 4620 -71 2270.4264365124 2251.9407712987168 50 GTEX 1 100 100 1.0 0.002 75 4620 -72 2271.4064695640946 2252.5964796407143 50 GTEX 1 100 100 1.0 0.002 75 4620 -73 2270.9488248679004 2251.9796629931084 50 GTEX 1 100 100 1.0 0.002 75 4620 -74 2270.9322439491707 2252.271193355662 50 GTEX 1 100 100 1.0 0.002 75 4620 -75 2271.1635445618663 2249.4033096371495 50 GTEX 1 100 100 1.0 0.002 75 4620 -76 2270.6812867023277 2256.753909034874 50 GTEX 1 100 100 1.0 0.002 75 4620 -77 2270.9710320069466 2252.4602301419914 50 GTEX 1 100 100 1.0 0.002 75 4620 -78 2271.272864761103 2252.3634761911835 50 GTEX 1 100 100 1.0 0.002 75 4620 -79 2271.382053103255 2249.255760047826 50 GTEX 1 100 100 1.0 0.002 75 4620 -80 2269.7037679354517 2251.003360414686 50 GTEX 1 100 100 1.0 0.002 75 4620 -81 2271.0387864588834 2251.880606415607 50 GTEX 1 100 100 1.0 0.002 75 4620 -82 2270.833655312533 2258.771401292924 50 GTEX 1 100 100 1.0 0.002 75 4620 -83 2270.2506050777947 2255.3149660059707 50 GTEX 1 100 100 1.0 0.002 75 4620 -84 2271.143581017655 2258.488546741326 50 GTEX 1 100 100 1.0 0.002 75 4620 -85 2270.0924665016473 2252.5200575911954 50 GTEX 1 100 100 1.0 0.002 75 4620 -86 2270.348424621176 2249.429713028012 50 GTEX 1 100 100 1.0 0.002 75 4620 -87 2270.115496696584 2260.42692629738 50 GTEX 1 100 100 1.0 0.002 75 4620 -88 2269.859756800143 2250.499151077561 50 GTEX 1 100 100 1.0 0.002 75 4620 -89 2270.3189987774144 2250.7017780492515 50 GTEX 1 100 100 1.0 0.002 75 4620 -90 2270.7415532037276 2249.312728359672 50 GTEX 1 100 100 1.0 0.002 75 4620 -91 2270.3568461704144 2251.7456221779944 50 GTEX 1 100 100 1.0 0.002 75 4620 -92 2270.0904243028413 2250.65145630347 50 GTEX 1 100 100 1.0 0.002 75 4620 -93 2270.4940982285507 2251.551949040518 50 GTEX 1 100 100 1.0 0.002 75 4620 -94 2271.0220774610984 2256.210843278428 50 GTEX 1 100 100 1.0 0.002 75 4620 -95 2269.593858466829 2249.584121297974 50 GTEX 1 100 100 1.0 0.002 75 4620 -96 2270.0281864954827 2248.538143491564 50 GTEX 1 100 100 1.0 0.002 75 4620 -97 2269.756151662931 2250.7807993145498 50 GTEX 1 100 100 1.0 0.002 75 4620 -98 2270.3478556216246 2251.1804719061906 50 GTEX 1 100 100 1.0 0.002 75 4620 -99 2270.345726463678 2255.5119703169557 50 GTEX 1 100 100 1.0 0.002 75 4620 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_50bs_50e_0.5k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_50bs_50e_0.5k_GTEX.tsv deleted file mode 100644 index 69b319778..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_50bs_50e_0.5k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2774.8733829519647 2489.2307880822245 50 GTEX 1 50 100 0.5 0.002 75 7938 -1 2420.9104185457954 2393.8894920204075 50 GTEX 1 50 100 0.5 0.002 75 7938 -2 2375.8681621025667 2359.6715027551686 50 GTEX 1 50 100 0.5 0.002 75 7938 -3 2355.0196989016536 2341.909170868732 50 GTEX 1 50 100 0.5 0.002 75 7938 -4 2340.8102784415187 2340.412678881743 50 GTEX 1 50 100 0.5 0.002 75 7938 -5 2331.6424234965866 2321.9801763382247 50 GTEX 1 50 100 0.5 0.002 75 7938 -6 2324.4137613407925 2312.7126984686906 50 GTEX 1 50 100 0.5 0.002 75 7938 -7 2318.0892159266646 2307.272330976711 50 GTEX 1 50 100 0.5 0.002 75 7938 -8 2313.075722328219 2307.51343794558 50 GTEX 1 50 100 0.5 0.002 75 7938 -9 2308.595630478529 2304.7831650650546 50 GTEX 1 50 100 0.5 0.002 75 7938 -10 2306.153586270276 2304.925218705442 50 GTEX 1 50 100 0.5 0.002 75 7938 -11 2302.5439132830656 2295.271546106375 50 GTEX 1 50 100 0.5 0.002 75 7938 -12 2299.222156157574 2303.724195357058 50 GTEX 1 50 100 0.5 0.002 75 7938 -13 2298.09172201071 2294.3507265736393 50 GTEX 1 50 100 0.5 0.002 75 7938 -14 2295.3401932628226 2288.731579914746 50 GTEX 1 50 100 0.5 0.002 75 7938 -15 2293.273465996397 2288.4383916238417 50 GTEX 1 50 100 0.5 0.002 75 7938 -16 2292.353584325816 2290.000341147071 50 GTEX 1 50 100 0.5 0.002 75 7938 -17 2290.266480304528 2282.979023864514 50 GTEX 1 50 100 0.5 0.002 75 7938 -18 2289.075302399639 2290.1749773496913 50 GTEX 1 50 100 0.5 0.002 75 7938 -19 2288.21272016239 2282.4335426939756 50 GTEX 1 50 100 0.5 0.002 75 7938 -20 2286.4544147649813 2289.606349698491 50 GTEX 1 50 100 0.5 0.002 75 7938 -21 2285.61388568308 2285.5357898088464 50 GTEX 1 50 100 0.5 0.002 75 7938 -22 2283.8645126296033 2276.019965226206 50 GTEX 1 50 100 0.5 0.002 75 7938 -23 2283.225553443871 2278.186048152329 50 GTEX 1 50 100 0.5 0.002 75 7938 -24 2282.68817269549 2273.72802734375 50 GTEX 1 50 100 0.5 0.002 75 7938 -25 2281.3347975925417 2275.6913510166646 50 GTEX 1 50 100 0.5 0.002 75 7938 -26 2280.533990553947 2275.4375612672293 50 GTEX 1 50 100 0.5 0.002 75 7938 -27 2280.0387235605012 2273.0450926806084 50 GTEX 1 50 100 0.5 0.002 75 7938 -28 2279.1672696985665 2273.827101094641 50 GTEX 1 50 100 0.5 0.002 75 7938 -29 2277.902523522293 2274.8321161886583 50 GTEX 1 50 100 0.5 0.002 75 7938 -30 2278.0030228874807 2274.3400359063094 50 GTEX 1 50 100 0.5 0.002 75 7938 -31 2277.482973905656 2272.532677712096 50 GTEX 1 50 100 0.5 0.002 75 7938 -32 2277.5927241039185 2270.215072573818 50 GTEX 1 50 100 0.5 0.002 75 7938 -33 2276.365311921304 2275.1181919112405 50 GTEX 1 50 100 0.5 0.002 75 7938 -34 2275.8896627759586 2271.869941740435 50 GTEX 1 50 100 0.5 0.002 75 7938 -35 2275.2466115334023 2271.7377335581036 50 GTEX 1 50 100 0.5 0.002 75 7938 -36 2274.987076767901 2268.8366146885396 50 GTEX 1 50 100 0.5 0.002 75 7938 -37 2274.3836004447194 2268.554882905329 50 GTEX 1 50 100 0.5 0.002 75 7938 -38 2275.5316549840895 2278.699915432658 50 GTEX 1 50 100 0.5 0.002 75 7938 -39 2274.7646524605207 2269.3832474044975 50 GTEX 1 50 100 0.5 0.002 75 7938 -40 2273.829315917298 2270.467861625178 50 GTEX 1 50 100 0.5 0.002 75 7938 -41 2273.8014921899758 2269.1442722567135 50 GTEX 1 50 100 0.5 0.002 75 7938 -42 2273.187624919952 2269.1183418302935 50 GTEX 1 50 100 0.5 0.002 75 7938 -43 2273.0092581828244 2271.749218842829 50 GTEX 1 50 100 0.5 0.002 75 7938 -44 2272.9023428216105 2268.9227397033924 50 GTEX 1 50 100 0.5 0.002 75 7938 -45 2272.121388977831 2267.829569885486 50 GTEX 1 50 100 0.5 0.002 75 7938 -46 2272.489503423075 2266.20721690827 50 GTEX 1 50 100 0.5 0.002 75 7938 -47 2272.629004530334 2266.4782450280713 50 GTEX 1 50 100 0.5 0.002 75 7938 -48 2272.378226307915 2270.0259513129754 50 GTEX 1 50 100 0.5 0.002 75 7938 -49 2272.254810243395 2266.93131757961 50 GTEX 1 50 100 0.5 0.002 75 7938 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_50bs_50e_0k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_50bs_50e_0k_GTEX.tsv deleted file mode 100644 index 38bdf0d60..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_50bs_50e_0k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2769.8270629740973 2520.7723017355333 50 GTEX 1 50 100 0.0 0.002 75 4732 -1 2423.2534147709644 2446.7001818522754 50 GTEX 1 50 100 0.0 0.002 75 4732 -2 2376.2780674295414 2401.5657805816304 50 GTEX 1 50 100 0.0 0.002 75 4732 -3 2350.793843086511 2388.797222180965 50 GTEX 1 50 100 0.0 0.002 75 4732 -4 2336.216139575301 2368.267201238712 50 GTEX 1 50 100 0.0 0.002 75 4732 -5 2326.9421669103863 2360.7270085439936 50 GTEX 1 50 100 0.0 0.002 75 4732 -6 2319.3914945398324 2353.5453549229146 50 GTEX 1 50 100 0.0 0.002 75 4732 -7 2314.0660475564378 2362.087906870099 50 GTEX 1 50 100 0.0 0.002 75 4732 -8 2309.474580182311 2344.5939003831986 50 GTEX 1 50 100 0.0 0.002 75 4732 -9 2304.186026233396 2342.844609133644 50 GTEX 1 50 100 0.0 0.002 75 4732 -10 2300.796300791153 2335.979116693649 50 GTEX 1 50 100 0.0 0.002 75 4732 -11 2298.6946552260897 2341.6329406042064 50 GTEX 1 50 100 0.0 0.002 75 4732 -12 2296.2907562433156 2332.0685273957342 50 GTEX 1 50 100 0.0 0.002 75 4732 -13 2293.5637967279017 2331.82204561995 50 GTEX 1 50 100 0.0 0.002 75 4732 -14 2290.864944124368 2327.209034038587 50 GTEX 1 50 100 0.0 0.002 75 4732 -15 2288.916449518104 2327.460220394932 50 GTEX 1 50 100 0.0 0.002 75 4732 -16 2287.6876973601143 2326.0050930704906 50 GTEX 1 50 100 0.0 0.002 75 4732 -17 2286.1566928417465 2328.1362411441005 50 GTEX 1 50 100 0.0 0.002 75 4732 -18 2284.63206328975 2320.550975727038 50 GTEX 1 50 100 0.0 0.002 75 4732 -19 2283.578530267764 2327.4918584207167 50 GTEX 1 50 100 0.0 0.002 75 4732 -20 2282.1100967196085 2322.7114694109437 50 GTEX 1 50 100 0.0 0.002 75 4732 -21 2281.269932391589 2317.119951023348 50 GTEX 1 50 100 0.0 0.002 75 4732 -22 2280.222205413789 2318.1719209504217 50 GTEX 1 50 100 0.0 0.002 75 4732 -23 2278.702219046672 2314.8713931239604 50 GTEX 1 50 100 0.0 0.002 75 4732 -24 2278.3085086734263 2318.0534570498157 50 GTEX 1 50 100 0.0 0.002 75 4732 -25 2277.2811312693107 2313.917684692847 50 GTEX 1 50 100 0.0 0.002 75 4732 -26 2276.410467802011 2315.366866311193 50 GTEX 1 50 100 0.0 0.002 75 4732 -27 2276.8254225873843 2313.907066432242 50 GTEX 1 50 100 0.0 0.002 75 4732 -28 2274.7030311295157 2317.391208895259 50 GTEX 1 50 100 0.0 0.002 75 4732 -29 2274.1810736111706 2313.328290700006 50 GTEX 1 50 100 0.0 0.002 75 4732 -30 2273.5597411361505 2310.6494502658625 50 GTEX 1 50 100 0.0 0.002 75 4732 -31 2272.939169089419 2311.036033485326 50 GTEX 1 50 100 0.0 0.002 75 4732 -32 2273.091962773029 2311.4074855557865 50 GTEX 1 50 100 0.0 0.002 75 4732 -33 2271.8748778910044 2314.1087057019367 50 GTEX 1 50 100 0.0 0.002 75 4732 -34 2271.314219119293 2311.1320735800855 50 GTEX 1 50 100 0.0 0.002 75 4732 -35 2271.973984078947 2309.44120666736 50 GTEX 1 50 100 0.0 0.002 75 4732 -36 2271.3266294420337 2310.4057826053054 50 GTEX 1 50 100 0.0 0.002 75 4732 -37 2271.466282444115 2309.465695921459 50 GTEX 1 50 100 0.0 0.002 75 4732 -38 2270.6682026525527 2308.569771306143 50 GTEX 1 50 100 0.0 0.002 75 4732 -39 2271.2192738695107 2307.5089686868764 50 GTEX 1 50 100 0.0 0.002 75 4732 -40 2269.391889853199 2307.746190756446 50 GTEX 1 50 100 0.0 0.002 75 4732 -41 2269.1888615088515 2307.6087887840126 50 GTEX 1 50 100 0.0 0.002 75 4732 -42 2268.4284092625203 2308.5786745484793 50 GTEX 1 50 100 0.0 0.002 75 4732 -43 2268.777767456609 2306.852384037845 50 GTEX 1 50 100 0.0 0.002 75 4732 -44 2269.0143992423104 2307.692458468245 50 GTEX 1 50 100 0.0 0.002 75 4732 -45 2269.4557183268607 2309.4786599743047 50 GTEX 1 50 100 0.0 0.002 75 4732 -46 2268.6517041670654 2308.9597427890326 50 GTEX 1 50 100 0.0 0.002 75 4732 -47 2268.9677433422103 2308.773474631654 50 GTEX 1 50 100 0.0 0.002 75 4732 -48 2267.0303933802534 2310.8065640409636 50 GTEX 1 50 100 0.0 0.002 75 4732 -49 2268.498621986448 2317.281534521299 50 GTEX 1 50 100 0.0 0.002 75 4732 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_50bs_50e_1k_GTEX.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_50bs_50e_1k_GTEX.tsv deleted file mode 100644 index 989ae9002..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_GTEX/paramsweep_75z_0.002lr_50bs_50e_1k_GTEX.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2773.4191613693456 2521.3172588856046 50 GTEX 1 50 100 1.0 0.002 75 7679 -1 2422.6389683406833 2402.384471820788 50 GTEX 1 50 100 1.0 0.002 75 7679 -2 2377.7690748692416 2377.922952746257 50 GTEX 1 50 100 1.0 0.002 75 7679 -3 2353.0038809513885 2377.6968367543964 50 GTEX 1 50 100 1.0 0.002 75 7679 -4 2340.6882007019035 2340.2934988043608 50 GTEX 1 50 100 1.0 0.002 75 7679 -5 2330.267559557212 2337.521783284815 50 GTEX 1 50 100 1.0 0.002 75 7679 -6 2322.6197303327926 2336.9249499650964 50 GTEX 1 50 100 1.0 0.002 75 7679 -7 2316.886088605691 2329.046851792716 50 GTEX 1 50 100 1.0 0.002 75 7679 -8 2311.7237379526 2323.650524298954 50 GTEX 1 50 100 1.0 0.002 75 7679 -9 2307.475457845551 2315.233459240583 50 GTEX 1 50 100 1.0 0.002 75 7679 -10 2304.4312821377466 2314.0640999101415 50 GTEX 1 50 100 1.0 0.002 75 7679 -11 2300.2655607090337 2309.1752010679065 50 GTEX 1 50 100 1.0 0.002 75 7679 -12 2297.6286751841926 2306.526788631773 50 GTEX 1 50 100 1.0 0.002 75 7679 -13 2295.1856706344656 2304.0772305912847 50 GTEX 1 50 100 1.0 0.002 75 7679 -14 2292.691747226798 2301.6884389667002 50 GTEX 1 50 100 1.0 0.002 75 7679 -15 2291.059958276117 2311.108885326313 50 GTEX 1 50 100 1.0 0.002 75 7679 -16 2289.7521917468657 2304.6383098413735 50 GTEX 1 50 100 1.0 0.002 75 7679 -17 2289.7259003520453 2300.8272848963284 50 GTEX 1 50 100 1.0 0.002 75 7679 -18 2286.448790195135 2298.437345903636 50 GTEX 1 50 100 1.0 0.002 75 7679 -19 2285.7387144210234 2296.922230535587 50 GTEX 1 50 100 1.0 0.002 75 7679 -20 2285.252235819574 2299.2702390721543 50 GTEX 1 50 100 1.0 0.002 75 7679 -21 2283.716544456236 2294.374450915667 50 GTEX 1 50 100 1.0 0.002 75 7679 -22 2282.268871603539 2292.3098237360387 50 GTEX 1 50 100 1.0 0.002 75 7679 -23 2281.610706336196 2291.640809265833 50 GTEX 1 50 100 1.0 0.002 75 7679 -24 2280.0025280301393 2290.759498277091 50 GTEX 1 50 100 1.0 0.002 75 7679 -25 2279.818395994804 2290.6779362783686 50 GTEX 1 50 100 1.0 0.002 75 7679 -26 2279.2622565969286 2291.3359685977603 50 GTEX 1 50 100 1.0 0.002 75 7679 -27 2278.94623346229 2290.5678460298836 50 GTEX 1 50 100 1.0 0.002 75 7679 -28 2277.509111239412 2288.2184445921457 50 GTEX 1 50 100 1.0 0.002 75 7679 -29 2277.0207835183646 2285.0250647947364 50 GTEX 1 50 100 1.0 0.002 75 7679 -30 2276.3183801863956 2285.8213150546576 50 GTEX 1 50 100 1.0 0.002 75 7679 -31 2277.3221066898914 2291.353257095859 50 GTEX 1 50 100 1.0 0.002 75 7679 -32 2276.1033497527596 2287.0081972767643 50 GTEX 1 50 100 1.0 0.002 75 7679 -33 2274.538457680091 2283.0615865613117 50 GTEX 1 50 100 1.0 0.002 75 7679 -34 2274.076444718331 2286.942143777477 50 GTEX 1 50 100 1.0 0.002 75 7679 -35 2274.280235966672 2295.7866336256834 50 GTEX 1 50 100 1.0 0.002 75 7679 -36 2273.505258810209 2286.811645971958 50 GTEX 1 50 100 1.0 0.002 75 7679 -37 2273.537574291783 2286.7863166141874 50 GTEX 1 50 100 1.0 0.002 75 7679 -38 2273.161155325943 2282.1863809447777 50 GTEX 1 50 100 1.0 0.002 75 7679 -39 2272.690675091766 2286.7528906992634 50 GTEX 1 50 100 1.0 0.002 75 7679 -40 2272.4442365224677 2285.238057067639 50 GTEX 1 50 100 1.0 0.002 75 7679 -41 2271.9238882640025 2282.5842572926567 50 GTEX 1 50 100 1.0 0.002 75 7679 -42 2271.1345983343867 2283.793382767942 50 GTEX 1 50 100 1.0 0.002 75 7679 -43 2271.7715704057514 2281.2694945824915 50 GTEX 1 50 100 1.0 0.002 75 7679 -44 2271.843747266409 2282.374356694095 50 GTEX 1 50 100 1.0 0.002 75 7679 -45 2271.2110936241515 2282.268989127852 50 GTEX 1 50 100 1.0 0.002 75 7679 -46 2271.325251144807 2281.06660583264 50 GTEX 1 50 100 1.0 0.002 75 7679 -47 2270.554861676168 2280.758296603939 50 GTEX 1 50 100 1.0 0.002 75 7679 -48 2270.903667762235 2282.182504400101 50 GTEX 1 50 100 1.0 0.002 75 7679 -49 2270.6234355091206 2285.3609749101415 50 GTEX 1 50 100 1.0 0.002 75 7679 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_25bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_25bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index d4a8a067d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_25bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5333.489321108217 6246.069550485322 25 TARGET 1 100 100 0.5 0.0005 100 4749 -1 4951.018302326652 7332.875872987689 25 TARGET 1 100 100 0.5 0.0005 100 4749 -2 4755.805805450336 5451.698323567708 25 TARGET 1 100 100 0.5 0.0005 100 4749 -3 4630.250558975168 5004.202141039299 25 TARGET 1 100 100 0.5 0.0005 100 4749 -4 4579.152028093435 4902.955166903409 25 TARGET 1 100 100 0.5 0.0005 100 4749 -5 4536.501253584017 4774.86328125 25 TARGET 1 100 100 0.5 0.0005 100 4749 -6 4481.58128978588 4590.21748490767 25 TARGET 1 100 100 0.5 0.0005 100 4749 -7 4467.951143104219 4479.869836055871 25 TARGET 1 100 100 0.5 0.0005 100 4749 -8 4444.149584221117 4618.272764263731 25 TARGET 1 100 100 0.5 0.0005 100 4749 -9 4433.888138382523 4596.820660215436 25 TARGET 1 100 100 0.5 0.0005 100 4749 -10 4422.1189244331335 4485.868578361742 25 TARGET 1 100 100 0.5 0.0005 100 4749 -11 4398.896342987164 4426.579678622159 25 TARGET 1 100 100 0.5 0.0005 100 4749 -12 4394.207918212069 4488.883959221117 25 TARGET 1 100 100 0.5 0.0005 100 4749 -13 4388.118320246738 4361.671490293561 25 TARGET 1 100 100 0.5 0.0005 100 4749 -14 4378.11734450626 4342.464029947917 25 TARGET 1 100 100 0.5 0.0005 100 4749 -15 4362.052297059133 4372.31474905303 25 TARGET 1 100 100 0.5 0.0005 100 4749 -16 4366.590443004261 4325.531864050663 25 TARGET 1 100 100 0.5 0.0005 100 4749 -17 4355.889133851536 4305.101015033144 25 TARGET 1 100 100 0.5 0.0005 100 4749 -18 4351.119512179082 4318.122077710701 25 TARGET 1 100 100 0.5 0.0005 100 4749 -19 4361.665487886679 4301.238118489583 25 TARGET 1 100 100 0.5 0.0005 100 4749 -20 4341.089505898832 4294.421112985322 25 TARGET 1 100 100 0.5 0.0005 100 4749 -21 4338.897241457545 4279.39970259233 25 TARGET 1 100 100 0.5 0.0005 100 4749 -22 4319.073898983323 4277.989464962121 25 TARGET 1 100 100 0.5 0.0005 100 4749 -23 4323.288962213279 4268.282722241951 25 TARGET 1 100 100 0.5 0.0005 100 4749 -24 4312.273483533249 4281.450432054924 25 TARGET 1 100 100 0.5 0.0005 100 4749 -25 4319.827698370423 4271.952607125947 25 TARGET 1 100 100 0.5 0.0005 100 4749 -26 4305.365945424295 4278.649843158144 25 TARGET 1 100 100 0.5 0.0005 100 4749 -27 4297.323686079545 4294.203043619792 25 TARGET 1 100 100 0.5 0.0005 100 4749 -28 4302.091114596486 4263.007805101799 25 TARGET 1 100 100 0.5 0.0005 100 4749 -29 4303.112227417403 4259.00898881392 25 TARGET 1 100 100 0.5 0.0005 100 4749 -30 4302.522128840488 4230.917258522727 25 TARGET 1 100 100 0.5 0.0005 100 4749 -31 4294.551456952336 4279.638361150568 25 TARGET 1 100 100 0.5 0.0005 100 4749 -32 4301.605715356692 4252.432276870265 25 TARGET 1 100 100 0.5 0.0005 100 4749 -33 4288.272889211122 4261.319165778883 25 TARGET 1 100 100 0.5 0.0005 100 4749 -34 4283.0852289167715 4239.239672111742 25 TARGET 1 100 100 0.5 0.0005 100 4749 -35 4273.535925662879 4231.55624852036 25 TARGET 1 100 100 0.5 0.0005 100 4749 -36 4270.949000914089 4255.426883581913 25 TARGET 1 100 100 0.5 0.0005 100 4749 -37 4273.34908903488 4261.233058120265 25 TARGET 1 100 100 0.5 0.0005 100 4749 -38 4282.456778889152 4255.124237985322 25 TARGET 1 100 100 0.5 0.0005 100 4749 -39 4258.566369258996 4255.423724550189 25 TARGET 1 100 100 0.5 0.0005 100 4749 -40 4262.4976235335125 4239.094230883049 25 TARGET 1 100 100 0.5 0.0005 100 4749 -41 4259.738218776305 4231.453598484848 25 TARGET 1 100 100 0.5 0.0005 100 4749 -42 4263.479944299768 4249.566287878788 25 TARGET 1 100 100 0.5 0.0005 100 4749 -43 4260.9634047999525 4231.271306818182 25 TARGET 1 100 100 0.5 0.0005 100 4749 -44 4257.540824093802 4218.148947975852 25 TARGET 1 100 100 0.5 0.0005 100 4749 -45 4251.8848560474535 4228.507146661932 25 TARGET 1 100 100 0.5 0.0005 100 4749 -46 4248.923872514205 4214.54805131392 25 TARGET 1 100 100 0.5 0.0005 100 4749 -47 4246.422497270886 4206.88193211411 25 TARGET 1 100 100 0.5 0.0005 100 4749 -48 4245.145075428767 4210.322184244792 25 TARGET 1 100 100 0.5 0.0005 100 4749 -49 4240.715419576625 4229.610891631155 25 TARGET 1 100 100 0.5 0.0005 100 4749 -50 4240.602099280566 4214.74355616714 25 TARGET 1 100 100 0.5 0.0005 100 4749 -51 4237.394753196023 4211.092440518466 25 TARGET 1 100 100 0.5 0.0005 100 4749 -52 4256.0408269708805 4202.862896543561 25 TARGET 1 100 100 0.5 0.0005 100 4749 -53 4234.075700034196 4219.347870797822 25 TARGET 1 100 100 0.5 0.0005 100 4749 -54 4241.087058738426 4206.596983013731 25 TARGET 1 100 100 0.5 0.0005 100 4749 -55 4243.189326122553 4206.785748106061 25 TARGET 1 100 100 0.5 0.0005 100 4749 -56 4234.301302412142 4202.735514322917 25 TARGET 1 100 100 0.5 0.0005 100 4749 -57 4230.809959129051 4187.43681936553 25 TARGET 1 100 100 0.5 0.0005 100 4749 -58 4233.187827164878 4198.504653468277 25 TARGET 1 100 100 0.5 0.0005 100 4749 -59 4228.483056476221 4201.007316820549 25 TARGET 1 100 100 0.5 0.0005 100 4749 -60 4236.408954453388 4194.257161458333 25 TARGET 1 100 100 0.5 0.0005 100 4749 -61 4232.008125690499 4211.408617424242 25 TARGET 1 100 100 0.5 0.0005 100 4749 -62 4219.79567402541 4211.731001420455 25 TARGET 1 100 100 0.5 0.0005 100 4749 -63 4216.590015963673 4187.948708274148 25 TARGET 1 100 100 0.5 0.0005 100 4749 -64 4213.747328016493 4199.606386126894 25 TARGET 1 100 100 0.5 0.0005 100 4749 -65 4218.781968447496 4194.30742483428 25 TARGET 1 100 100 0.5 0.0005 100 4749 -66 4217.572845150726 4216.237704190341 25 TARGET 1 100 100 0.5 0.0005 100 4749 -67 4219.470990832807 4204.741085168087 25 TARGET 1 100 100 0.5 0.0005 100 4749 -68 4216.041300044718 4188.955255681818 25 TARGET 1 100 100 0.5 0.0005 100 4749 -69 4214.2190348307295 4198.627197265625 25 TARGET 1 100 100 0.5 0.0005 100 4749 -70 4212.711683896254 4195.344082919034 25 TARGET 1 100 100 0.5 0.0005 100 4749 -71 4212.570732553399 4235.045839251894 25 TARGET 1 100 100 0.5 0.0005 100 4749 -72 4205.844151146885 4202.091049656723 25 TARGET 1 100 100 0.5 0.0005 100 4749 -73 4205.602782381103 4181.884639855587 25 TARGET 1 100 100 0.5 0.0005 100 4749 -74 4210.293117536037 4187.785629734848 25 TARGET 1 100 100 0.5 0.0005 100 4749 -75 4207.538954815078 4186.265669389205 25 TARGET 1 100 100 0.5 0.0005 100 4749 -76 4205.7548178727375 4173.501198508523 25 TARGET 1 100 100 0.5 0.0005 100 4749 -77 4201.62395233257 4192.480084043561 25 TARGET 1 100 100 0.5 0.0005 100 4749 -78 4205.617094200468 4197.50272993608 25 TARGET 1 100 100 0.5 0.0005 100 4749 -79 4201.767107517229 4181.542524857955 25 TARGET 1 100 100 0.5 0.0005 100 4749 -80 4203.596409242161 4185.889959161932 25 TARGET 1 100 100 0.5 0.0005 100 4749 -81 4197.792378948995 4185.289047703598 25 TARGET 1 100 100 0.5 0.0005 100 4749 -82 4197.94821012863 4195.48017282197 25 TARGET 1 100 100 0.5 0.0005 100 4749 -83 4193.67742776068 4175.767903645833 25 TARGET 1 100 100 0.5 0.0005 100 4749 -84 4208.686924995397 4171.692619554924 25 TARGET 1 100 100 0.5 0.0005 100 4749 -85 4199.8818544330015 4179.660385594223 25 TARGET 1 100 100 0.5 0.0005 100 4749 -86 4190.828372017703 4165.346243193655 25 TARGET 1 100 100 0.5 0.0005 100 4749 -87 4195.058435099695 4184.995250355114 25 TARGET 1 100 100 0.5 0.0005 100 4749 -88 4195.42120135272 4199.003395774148 25 TARGET 1 100 100 0.5 0.0005 100 4749 -89 4189.211366184632 4178.061456853693 25 TARGET 1 100 100 0.5 0.0005 100 4749 -90 4180.918364142729 4177.313165838068 25 TARGET 1 100 100 0.5 0.0005 100 4749 -91 4198.166098238242 4173.128528941761 25 TARGET 1 100 100 0.5 0.0005 100 4749 -92 4194.076911284064 4180.824788411458 25 TARGET 1 100 100 0.5 0.0005 100 4749 -93 4183.35792454164 4185.164188269413 25 TARGET 1 100 100 0.5 0.0005 100 4749 -94 4190.749993834833 4175.845281427557 25 TARGET 1 100 100 0.5 0.0005 100 4749 -95 4185.491225733902 4179.4278120561075 25 TARGET 1 100 100 0.5 0.0005 100 4749 -96 4187.0328960996685 4161.339044744318 25 TARGET 1 100 100 0.5 0.0005 100 4749 -97 4189.533002551557 4173.415053858902 25 TARGET 1 100 100 0.5 0.0005 100 4749 -98 4182.6215857303505 4165.896706321023 25 TARGET 1 100 100 0.5 0.0005 100 4749 -99 4183.088345203336 4166.8324122573395 25 TARGET 1 100 100 0.5 0.0005 100 4749 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_25bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_25bs_100e_0k_TARGET.tsv deleted file mode 100644 index 83ea4efa5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_25bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5308.631261343908 6149.68056788589 25 TARGET 1 100 100 0.0 0.0005 100 3115 -1 4863.275924939499 5683.178244850852 25 TARGET 1 100 100 0.0 0.0005 100 3115 -2 4655.824211351799 5310.547792376894 25 TARGET 1 100 100 0.0 0.0005 100 3115 -3 4599.828240905145 5009.869177616004 25 TARGET 1 100 100 0.0 0.0005 100 3115 -4 4536.61826023911 4689.625466086648 25 TARGET 1 100 100 0.0 0.0005 100 3115 -5 4521.83369913326 4662.066361860795 25 TARGET 1 100 100 0.0 0.0005 100 3115 -6 4462.953561493845 4677.35663766572 25 TARGET 1 100 100 0.0 0.0005 100 3115 -7 4439.200267650463 4583.82402639678 25 TARGET 1 100 100 0.0 0.0005 100 3115 -8 4413.352305608165 4532.769168738163 25 TARGET 1 100 100 0.0 0.0005 100 3115 -9 4410.397427234586 4473.452777284564 25 TARGET 1 100 100 0.0 0.0005 100 3115 -10 4394.086284393414 4464.066857540246 25 TARGET 1 100 100 0.0 0.0005 100 3115 -11 4403.658981580124 4466.509913589015 25 TARGET 1 100 100 0.0 0.0005 100 3115 -12 4382.734472820654 4436.24306788589 25 TARGET 1 100 100 0.0 0.0005 100 3115 -13 4383.245287346117 4424.160282019413 25 TARGET 1 100 100 0.0 0.0005 100 3115 -14 4367.090557265362 4431.227871981534 25 TARGET 1 100 100 0.0 0.0005 100 3115 -15 4352.150042087542 4392.432284268466 25 TARGET 1 100 100 0.0 0.0005 100 3115 -16 4349.881320529514 4376.797400272254 25 TARGET 1 100 100 0.0 0.0005 100 3115 -17 4357.0614165746 4382.921815814394 25 TARGET 1 100 100 0.0 0.0005 100 3115 -18 4333.25178214436 4362.181026574337 25 TARGET 1 100 100 0.0 0.0005 100 3115 -19 4340.988170276989 4404.913973721591 25 TARGET 1 100 100 0.0 0.0005 100 3115 -20 4335.907493719749 4351.281434955019 25 TARGET 1 100 100 0.0 0.0005 100 3115 -21 4331.246875493213 4354.274687795928 25 TARGET 1 100 100 0.0 0.0005 100 3115 -22 4330.0757444234005 4353.373187440814 25 TARGET 1 100 100 0.0 0.0005 100 3115 -23 4310.749210858586 4341.79999704072 25 TARGET 1 100 100 0.0 0.0005 100 3115 -24 4327.696204394202 4334.666082208807 25 TARGET 1 100 100 0.0 0.0005 100 3115 -25 4306.241423019255 4346.686094341856 25 TARGET 1 100 100 0.0 0.0005 100 3115 -26 4306.88133696996 4366.745242956913 25 TARGET 1 100 100 0.0 0.0005 100 3115 -27 4309.983730534512 4334.32196969697 25 TARGET 1 100 100 0.0 0.0005 100 3115 -28 4293.64610295665 4332.682454427083 25 TARGET 1 100 100 0.0 0.0005 100 3115 -29 4301.760918100274 4337.172082149621 25 TARGET 1 100 100 0.0 0.0005 100 3115 -30 4288.221174143781 4334.209716796875 25 TARGET 1 100 100 0.0 0.0005 100 3115 -31 4285.9346015493475 4304.582467743845 25 TARGET 1 100 100 0.0 0.0005 100 3115 -32 4285.8404857494215 4314.480202414773 25 TARGET 1 100 100 0.0 0.0005 100 3115 -33 4278.985926978115 4310.584635416667 25 TARGET 1 100 100 0.0 0.0005 100 3115 -34 4282.177080867266 4323.365900213068 25 TARGET 1 100 100 0.0 0.0005 100 3115 -35 4266.094818628998 4330.066975911458 25 TARGET 1 100 100 0.0 0.0005 100 3115 -36 4259.743679470486 4316.124585700758 25 TARGET 1 100 100 0.0 0.0005 100 3115 -37 4261.493353949652 4298.512665719697 25 TARGET 1 100 100 0.0 0.0005 100 3115 -38 4268.08728479456 4316.2421875 25 TARGET 1 100 100 0.0 0.0005 100 3115 -39 4256.0288735335125 4309.726673473011 25 TARGET 1 100 100 0.0 0.0005 100 3115 -40 4257.927849458123 4307.474054509943 25 TARGET 1 100 100 0.0 0.0005 100 3115 -41 4270.902718592171 4305.512436375473 25 TARGET 1 100 100 0.0 0.0005 100 3115 -42 4253.4576872238 4297.179598721591 25 TARGET 1 100 100 0.0 0.0005 100 3115 -43 4254.6681890519785 4300.109552556818 25 TARGET 1 100 100 0.0 0.0005 100 3115 -44 4250.901419385917 4308.543893525095 25 TARGET 1 100 100 0.0 0.0005 100 3115 -45 4253.276523371738 4296.49091500947 25 TARGET 1 100 100 0.0 0.0005 100 3115 -46 4252.194894912668 4321.840095288826 25 TARGET 1 100 100 0.0 0.0005 100 3115 -47 4246.654355238584 4291.435324928977 25 TARGET 1 100 100 0.0 0.0005 100 3115 -48 4238.708769005156 4289.240145596591 25 TARGET 1 100 100 0.0 0.0005 100 3115 -49 4236.832585293035 4294.741188742898 25 TARGET 1 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4341.556532940078 4433.772764263731 25 TARGET 1 100 100 1.0 0.0005 100 1437 -19 4329.947303438026 4418.702769886364 25 TARGET 1 100 100 1.0 0.0005 100 1437 -20 4329.128570042877 4397.918863932292 25 TARGET 1 100 100 1.0 0.0005 100 1437 -21 4327.135179924242 4396.971502130682 25 TARGET 1 100 100 1.0 0.0005 100 1437 -22 4313.332655164931 4404.461189038826 25 TARGET 1 100 100 1.0 0.0005 100 1437 -23 4304.00801225142 4424.415556936553 25 TARGET 1 100 100 1.0 0.0005 100 1437 -24 4302.798218184449 4377.772002249053 25 TARGET 1 100 100 1.0 0.0005 100 1437 -25 4305.75876440183 4380.017681699811 25 TARGET 1 100 100 1.0 0.0005 100 1437 -26 4299.629470979325 4389.266594164299 25 TARGET 1 100 100 1.0 0.0005 100 1437 -27 4297.136119495739 4386.926624644886 25 TARGET 1 100 100 1.0 0.0005 100 1437 -28 4294.970575711543 4368.343764796402 25 TARGET 1 100 100 1.0 0.0005 100 1437 -29 4290.780704177188 4393.208274147727 25 TARGET 1 100 100 1.0 0.0005 100 1437 -30 4290.184120666298 4420.316790956439 25 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4249.352530020255 4331.155436197917 25 TARGET 1 100 100 1.0 0.0005 100 1437 -44 4246.310946788852 4333.622884114583 25 TARGET 1 100 100 1.0 0.0005 100 1437 -45 4247.298079262679 4340.045003255208 25 TARGET 1 100 100 1.0 0.0005 100 1437 -46 4237.778437039668 4354.995538884943 25 TARGET 1 100 100 1.0 0.0005 100 1437 -47 4236.941294454967 4404.913041548295 25 TARGET 1 100 100 1.0 0.0005 100 1437 -48 4234.4989584977375 4333.816909327652 25 TARGET 1 100 100 1.0 0.0005 100 1437 -49 4235.943992332176 4338.644938151042 25 TARGET 1 100 100 1.0 0.0005 100 1437 -50 4227.721839159827 4332.575890743371 25 TARGET 1 100 100 1.0 0.0005 100 1437 -51 4230.688559997764 4317.89716500947 25 TARGET 1 100 100 1.0 0.0005 100 1437 -52 4232.278690222538 4318.686538233902 25 TARGET 1 100 100 1.0 0.0005 100 1437 -53 4221.7988001762415 4334.93965287642 25 TARGET 1 100 100 1.0 0.0005 100 1437 -54 4233.114836105193 4324.540371981534 25 TARGET 1 100 100 1.0 0.0005 100 1437 -55 4231.337949399595 4329.963156960227 25 TARGET 1 100 100 1.0 0.0005 100 1437 -56 4226.452540131129 4313.220910274621 25 TARGET 1 100 100 1.0 0.0005 100 1437 -57 4219.767844049216 4311.732140743371 25 TARGET 1 100 100 1.0 0.0005 100 1437 -58 4213.518644698943 4322.886415423769 25 TARGET 1 100 100 1.0 0.0005 100 1437 -59 4213.160988958596 4294.084502249053 25 TARGET 1 100 100 1.0 0.0005 100 1437 -60 4221.317604347511 4309.768621271307 25 TARGET 1 100 100 1.0 0.0005 100 1437 -61 4213.314326122553 4305.445490056818 25 TARGET 1 100 100 1.0 0.0005 100 1437 -62 4212.035413131971 4334.428955078125 25 TARGET 1 100 100 1.0 0.0005 100 1437 -63 4212.802948922822 4306.921616062973 25 TARGET 1 100 100 1.0 0.0005 100 1437 -64 4212.0291768597435 4326.445578835227 25 TARGET 1 100 100 1.0 0.0005 100 1437 -65 4210.614970916851 4332.761703953598 25 TARGET 1 100 100 1.0 0.0005 100 1437 -66 4202.20370945786 4303.356400923295 25 TARGET 1 100 100 1.0 0.0005 100 1437 -67 4207.09617003367 4382.431463068182 25 TARGET 1 100 100 1.0 0.0005 100 1437 -68 4211.0669890638155 4297.687152284564 25 TARGET 1 100 100 1.0 0.0005 100 1437 -69 4200.089038990162 4293.881273674242 25 TARGET 1 100 100 1.0 0.0005 100 1437 -70 4197.001343184449 4316.057484019886 25 TARGET 1 100 100 1.0 0.0005 100 1437 -71 4198.503461946943 4301.437411221591 25 TARGET 1 100 100 1.0 0.0005 100 1437 -72 4194.795910767834 4296.856852213542 25 TARGET 1 100 100 1.0 0.0005 100 1437 -73 4198.543663358849 4298.009033203125 25 TARGET 1 100 100 1.0 0.0005 100 1437 -74 4193.374306213173 4290.857481060606 25 TARGET 1 100 100 1.0 0.0005 100 1437 -75 4189.186360266072 4296.535141453598 25 TARGET 1 100 100 1.0 0.0005 100 1437 -76 4192.1455854936075 4307.270078716856 25 TARGET 1 100 100 1.0 0.0005 100 1437 -77 4194.727983776568 4304.342004024621 25 TARGET 1 100 100 1.0 0.0005 100 1437 -78 4196.66824330545 4336.15243992661 25 TARGET 1 100 100 1.0 0.0005 100 1437 -79 4193.211967904961 4295.798946496212 25 TARGET 1 100 100 1.0 0.0005 100 1437 -80 4193.118771125974 4314.033025568182 25 TARGET 1 100 100 1.0 0.0005 100 1437 -81 4199.331590235032 4309.219497218277 25 TARGET 1 100 100 1.0 0.0005 100 1437 -82 4185.706501045613 4291.490885416667 25 TARGET 1 100 100 1.0 0.0005 100 1437 -83 4190.161479294902 4312.096257990057 25 TARGET 1 100 100 1.0 0.0005 100 1437 -84 4182.214074337121 4297.972693241004 25 TARGET 1 100 100 1.0 0.0005 100 1437 -85 4185.413535994713 4290.630918560606 25 TARGET 1 100 100 1.0 0.0005 100 1437 -86 4182.8677292126995 4294.103937322443 25 TARGET 1 100 100 1.0 0.0005 100 1437 -87 4185.523560803346 4310.255689216383 25 TARGET 1 100 100 1.0 0.0005 100 1437 -88 4176.502867213805 4300.098817767519 25 TARGET 1 100 100 1.0 0.0005 100 1437 -89 4176.833482119371 4285.926846590909 25 TARGET 1 100 100 1.0 0.0005 100 1437 -90 4177.039799442998 4302.432528409091 25 TARGET 1 100 100 1.0 0.0005 100 1437 -91 4179.572954479693 4312.364250414299 25 TARGET 1 100 100 1.0 0.0005 100 1437 -92 4189.895393962411 4278.392999822443 25 TARGET 1 100 100 1.0 0.0005 100 1437 -93 4175.100015043008 4283.310102982955 25 TARGET 1 100 100 1.0 0.0005 100 1437 -94 4182.701395465067 4293.536243785511 25 TARGET 1 100 100 1.0 0.0005 100 1437 -95 4179.422865125868 4305.830144708807 25 TARGET 1 100 100 1.0 0.0005 100 1437 -96 4169.925183228772 4275.697879675663 25 TARGET 1 100 100 1.0 0.0005 100 1437 -97 4180.552836305766 4281.676713423295 25 TARGET 1 100 100 1.0 0.0005 100 1437 -98 4177.447756372317 4297.045232599432 25 TARGET 1 100 100 1.0 0.0005 100 1437 -99 4166.508915653935 4281.158632220644 25 TARGET 1 100 100 1.0 0.0005 100 1437 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_25bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_25bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index 25830f2e3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_25bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss 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0.5 0.0005 100 5990 -12 4392.086833504314 4375.832083037405 25 TARGET 1 50 100 0.5 0.0005 100 5990 -13 4379.043818721065 4351.719356652462 25 TARGET 1 50 100 0.5 0.0005 100 5990 -14 4370.475581827389 4345.676447088068 25 TARGET 1 50 100 0.5 0.0005 100 5990 -15 4367.539942063868 4324.989879261364 25 TARGET 1 50 100 0.5 0.0005 100 5990 -16 4364.446132878262 4372.107828776042 25 TARGET 1 50 100 0.5 0.0005 100 5990 -17 4349.477934455229 4336.221257990057 25 TARGET 1 50 100 0.5 0.0005 100 5990 -18 4342.910413542982 4324.778253728693 25 TARGET 1 50 100 0.5 0.0005 100 5990 -19 4342.117563986217 4314.225793087121 25 TARGET 1 50 100 0.5 0.0005 100 5990 -20 4354.5659829085125 4338.813979640152 25 TARGET 1 50 100 0.5 0.0005 100 5990 -21 4323.891937769623 4293.023896188447 25 TARGET 1 50 100 0.5 0.0005 100 5990 -22 4334.541759555187 4289.961351799242 25 TARGET 1 50 100 0.5 0.0005 100 5990 -23 4322.644860880945 4294.848040956439 25 TARGET 1 50 100 0.5 0.0005 100 5990 -24 4326.228172841698 4301.947746508049 25 TARGET 1 50 100 0.5 0.0005 100 5990 -25 4314.562961154514 4289.946259469697 25 TARGET 1 50 100 0.5 0.0005 100 5990 -26 4323.045697042035 4283.755430279356 25 TARGET 1 50 100 0.5 0.0005 100 5990 -27 4308.868478897043 4287.514870383523 25 TARGET 1 50 100 0.5 0.0005 100 5990 -28 4299.048186947601 4256.910511363636 25 TARGET 1 50 100 0.5 0.0005 100 5990 -29 4301.227558791035 4272.749274976326 25 TARGET 1 50 100 0.5 0.0005 100 5990 -30 4299.917999164825 4259.803925485322 25 TARGET 1 50 100 0.5 0.0005 100 5990 -31 4291.285970052083 4285.105579723011 25 TARGET 1 50 100 0.5 0.0005 100 5990 -32 4288.301617246686 4259.25264115767 25 TARGET 1 50 100 0.5 0.0005 100 5990 -33 4290.3793410998005 4266.144864169034 25 TARGET 1 50 100 0.5 0.0005 100 5990 -34 4287.443789292666 4256.769967743845 25 TARGET 1 50 100 0.5 0.0005 100 5990 -35 4294.496679029882 4270.361180160985 25 TARGET 1 50 100 0.5 0.0005 100 5990 -36 4278.910756326283 4234.39218602036 25 TARGET 1 50 100 0.5 0.0005 100 5990 -37 4284.475648411195 4265.586692116477 25 TARGET 1 50 100 0.5 0.0005 100 5990 -38 4275.643655796243 4258.19062943892 25 TARGET 1 50 100 0.5 0.0005 100 5990 -39 4268.6563404224535 4241.315481474905 25 TARGET 1 50 100 0.5 0.0005 100 5990 -40 4270.753573330966 4272.599091500947 25 TARGET 1 50 100 0.5 0.0005 100 5990 -41 4253.769975142045 4232.309577710701 25 TARGET 1 50 100 0.5 0.0005 100 5990 -42 4263.172835944076 4235.173517400568 25 TARGET 1 50 100 0.5 0.0005 100 5990 -43 4256.419044777199 4231.711174242424 25 TARGET 1 50 100 0.5 0.0005 100 5990 -44 4251.375434027777 4251.082393761837 25 TARGET 1 50 100 0.5 0.0005 100 5990 -45 4260.684187250105 4221.690244732481 25 TARGET 1 50 100 0.5 0.0005 100 5990 -46 4264.64692991109 4217.64033647017 25 TARGET 1 50 100 0.5 0.0005 100 5990 -47 4266.495289812185 4239.652661872633 25 TARGET 1 50 100 0.5 0.0005 100 5990 -48 4248.941092237479 4235.868289831913 25 TARGET 1 50 100 0.5 0.0005 100 5990 -49 4251.964529737479 4243.547281901042 25 TARGET 1 50 100 0.5 0.0005 100 5990 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_25bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_25bs_50e_0k_TARGET.tsv deleted file mode 100644 index 68bec03f2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_25bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5323.624318543508 6640.921423709754 25 TARGET 1 50 100 0.0 0.0005 100 2294 -1 4884.67060250947 5957.462801846591 25 TARGET 1 50 100 0.0 0.0005 100 2294 -2 4683.8690756852375 5364.534386837121 25 TARGET 1 50 100 0.0 0.0005 100 2294 -3 4594.654079861111 5018.258604107481 25 TARGET 1 50 100 0.0 0.0005 100 2294 -4 4530.30134433528 4764.331113873106 25 TARGET 1 50 100 0.0 0.0005 100 2294 -5 4501.037168560606 4662.49238725142 25 TARGET 1 50 100 0.0 0.0005 100 2294 -6 4454.456725457702 4638.664898496686 25 TARGET 1 50 100 0.0 0.0005 100 2294 -7 4452.6406562368475 4551.777728456439 25 TARGET 1 50 100 0.0 0.0005 100 2294 -8 4434.619357638889 4516.91650390625 25 TARGET 1 50 100 0.0 0.0005 100 2294 -9 4409.122402409512 4509.651189630682 25 TARGET 1 50 100 0.0 0.0005 100 2294 -10 4401.68583540483 4444.692937677557 25 TARGET 1 50 100 0.0 0.0005 100 2294 -11 4392.207276212647 4481.293708570076 25 TARGET 1 50 100 0.0 0.0005 100 2294 -12 4375.468710542929 4417.879372336648 25 TARGET 1 50 100 0.0 0.0005 100 2294 -13 4380.438842362426 4394.831380208333 25 TARGET 1 50 100 0.0 0.0005 100 2294 -14 4373.15747974537 4417.68134469697 25 TARGET 1 50 100 0.0 0.0005 100 2294 -15 4363.936103384101 4384.388856830019 25 TARGET 1 50 100 0.0 0.0005 100 2294 -16 4353.11632848669 4373.64823774858 25 TARGET 1 50 100 0.0 0.0005 100 2294 -17 4349.228649614636 4394.892659505208 25 TARGET 1 50 100 0.0 0.0005 100 2294 -18 4341.081455012363 4348.923450816761 25 TARGET 1 50 100 0.0 0.0005 100 2294 -19 4332.33042748448 4347.614923650568 25 TARGET 1 50 100 0.0 0.0005 100 2294 -20 4338.576402041246 4339.953036221591 25 TARGET 1 50 100 0.0 0.0005 100 2294 -21 4333.1325700034195 4328.370561079545 25 TARGET 1 50 100 0.0 0.0005 100 2294 -22 4321.639577743582 4342.750525272254 25 TARGET 1 50 100 0.0 0.0005 100 2294 -23 4315.294517440026 4352.721302379261 25 TARGET 1 50 100 0.0 0.0005 100 2294 -24 4319.877125749685 4380.399051550663 25 TARGET 1 50 100 0.0 0.0005 100 2294 -25 4313.637170862268 4355.831210049716 25 TARGET 1 50 100 0.0 0.0005 100 2294 -26 4299.919670336174 4347.697398792614 25 TARGET 1 50 100 0.0 0.0005 100 2294 -27 4303.804331975352 4328.184718276515 25 TARGET 1 50 100 0.0 0.0005 100 2294 -28 4293.455615727588 4334.166489109848 25 TARGET 1 50 100 0.0 0.0005 100 2294 -29 4293.400887126473 4327.429021661932 25 TARGET 1 50 100 0.0 0.0005 100 2294 -30 4282.7200060500845 4321.944217566288 25 TARGET 1 50 100 0.0 0.0005 100 2294 -31 4291.608158406986 4347.839599609375 25 TARGET 1 50 100 0.0 0.0005 100 2294 -32 4289.098332774358 4313.3486328125 25 TARGET 1 50 100 0.0 0.0005 100 2294 -33 4276.926435579756 4298.77363725142 25 TARGET 1 50 100 0.0 0.0005 100 2294 -34 4277.984357737531 4315.730483546402 25 TARGET 1 50 100 0.0 0.0005 100 2294 -35 4276.003272470802 4311.855772076231 25 TARGET 1 50 100 0.0 0.0005 100 2294 -36 4269.5056209885315 4311.795062440814 25 TARGET 1 50 100 0.0 0.0005 100 2294 -37 4257.739551274463 4292.170839251894 25 TARGET 1 50 100 0.0 0.0005 100 2294 -38 4265.14509104719 4312.625110973011 25 TARGET 1 50 100 0.0 0.0005 100 2294 -39 4259.640737617056 4300.325543027936 25 TARGET 1 50 100 0.0 0.0005 100 2294 -40 4259.949971722433 4302.880112156723 25 TARGET 1 50 100 0.0 0.0005 100 2294 -41 4252.377581150042 4302.647616299716 25 TARGET 1 50 100 0.0 0.0005 100 2294 -42 4251.22820572259 4276.931566642992 25 TARGET 1 50 100 0.0 0.0005 100 2294 -43 4257.210225217672 4305.433083274148 25 TARGET 1 50 100 0.0 0.0005 100 2294 -44 4246.022259542035 4300.029037937973 25 TARGET 1 50 100 0.0 0.0005 100 2294 -45 4243.783545086279 4297.68926077178 25 TARGET 1 50 100 0.0 0.0005 100 2294 -46 4243.249460753367 4277.011511600379 25 TARGET 1 50 100 0.0 0.0005 100 2294 -47 4236.524990300137 4316.985307173295 25 TARGET 1 50 100 0.0 0.0005 100 2294 -48 4239.473228377526 4321.701142282197 25 TARGET 1 50 100 0.0 0.0005 100 2294 -49 4248.801786994291 4292.611860795455 25 TARGET 1 50 100 0.0 0.0005 100 2294 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_25bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_25bs_50e_1k_TARGET.tsv deleted file mode 100644 index 960f44caf..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_25bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5298.936111604325 6379.723965731534 25 TARGET 1 50 100 1.0 0.0005 100 1679 -1 4866.129042705703 5704.864797881155 25 TARGET 1 50 100 1.0 0.0005 100 1679 -2 4669.292270031039 5810.955936316288 25 TARGET 1 50 100 1.0 0.0005 100 1679 -3 4576.662061697706 5094.654703776042 25 TARGET 1 50 100 1.0 0.0005 100 1679 -4 4524.622057982166 4849.286073626894 25 TARGET 1 50 100 1.0 0.0005 100 1679 -5 4471.172280256997 4666.037523674242 25 TARGET 1 50 100 1.0 0.0005 100 1679 -6 4448.4765090685505 4701.131791548295 25 TARGET 1 50 100 1.0 0.0005 100 1679 -7 4429.36812131734 4665.134610262784 25 TARGET 1 50 100 1.0 0.0005 100 1679 -8 4427.407206011942 4644.016756924716 25 TARGET 1 50 100 1.0 0.0005 100 1679 -9 4404.684708412247 4635.697428385417 25 TARGET 1 50 100 1.0 0.0005 100 1679 -10 4389.518396037195 4527.376087535511 25 TARGET 1 50 100 1.0 0.0005 100 1679 -11 4387.256553983849 4525.694483901515 25 TARGET 1 50 100 1.0 0.0005 100 1679 -12 4370.410314900305 4502.121552438447 25 TARGET 1 50 100 1.0 0.0005 100 1679 -13 4365.1941567366375 4500.697102864583 25 TARGET 1 50 100 1.0 0.0005 100 1679 -14 4357.357683278094 4452.133382161458 25 TARGET 1 50 100 1.0 0.0005 100 1679 -15 4355.450035018151 4453.802512428977 25 TARGET 1 50 100 1.0 0.0005 100 1679 -16 4364.63239902278 4470.285859079072 25 TARGET 1 50 100 1.0 0.0005 100 1679 -17 4346.935575645781 4447.271743312027 25 TARGET 1 50 100 1.0 0.0005 100 1679 -18 4338.55644827178 4428.878270004735 25 TARGET 1 50 100 1.0 0.0005 100 1679 -19 4326.652930673927 4404.857296105587 25 TARGET 1 50 100 1.0 0.0005 100 1679 -20 4324.5754632917715 4398.722715435606 25 TARGET 1 50 100 1.0 0.0005 100 1679 -21 4327.824735802031 4411.386666962595 25 TARGET 1 50 100 1.0 0.0005 100 1679 -22 4313.804376775568 4396.959628018466 25 TARGET 1 50 100 1.0 0.0005 100 1679 -23 4311.326707011522 4410.407655658144 25 TARGET 1 50 100 1.0 0.0005 100 1679 -24 4305.123272931134 4382.885394472064 25 TARGET 1 50 100 1.0 0.0005 100 1679 -25 4311.42754202178 4399.736439098011 25 TARGET 1 50 100 1.0 0.0005 100 1679 -26 4302.9935578111845 4392.792591441761 25 TARGET 1 50 100 1.0 0.0005 100 1679 -27 4296.438205295139 4392.674427379261 25 TARGET 1 50 100 1.0 0.0005 100 1679 -28 4289.046988439079 4364.981793027936 25 TARGET 1 50 100 1.0 0.0005 100 1679 -29 4286.064019097223 4378.780672940341 25 TARGET 1 50 100 1.0 0.0005 100 1679 -30 4281.406908439867 4396.34365382339 25 TARGET 1 50 100 1.0 0.0005 100 1679 -31 4286.496649437079 4396.243400804924 25 TARGET 1 50 100 1.0 0.0005 100 1679 -32 4280.842000736532 4358.098026160038 25 TARGET 1 50 100 1.0 0.0005 100 1679 -33 4275.964911155829 4361.799242424242 25 TARGET 1 50 100 1.0 0.0005 100 1679 -34 4271.817390210701 4369.18076023911 25 TARGET 1 50 100 1.0 0.0005 100 1679 -35 4272.470541186605 4366.824477687027 25 TARGET 1 50 100 1.0 0.0005 100 1679 -36 4273.005840468487 4375.160267223011 25 TARGET 1 50 100 1.0 0.0005 100 1679 -37 4264.586024223353 4382.992808948864 25 TARGET 1 50 100 1.0 0.0005 100 1679 -38 4262.149802879051 4352.135024562027 25 TARGET 1 50 100 1.0 0.0005 100 1679 -39 4263.039808074232 4379.955581202652 25 TARGET 1 50 100 1.0 0.0005 100 1679 -40 4259.447793774332 4337.497055516098 25 TARGET 1 50 100 1.0 0.0005 100 1679 -41 4249.522556292088 4364.119148023201 25 TARGET 1 50 100 1.0 0.0005 100 1679 -42 4255.956287319813 4369.405732125947 25 TARGET 1 50 100 1.0 0.0005 100 1679 -43 4262.153238932292 4351.561959931345 25 TARGET 1 50 100 1.0 0.0005 100 1679 -44 4252.550041429924 4371.466967033617 25 TARGET 1 50 100 1.0 0.0005 100 1679 -45 4255.711623888626 4356.048177083333 25 TARGET 1 50 100 1.0 0.0005 100 1679 -46 4248.001704052241 4336.890010949337 25 TARGET 1 50 100 1.0 0.0005 100 1679 -47 4237.38614867753 4323.945852568655 25 TARGET 1 50 100 1.0 0.0005 100 1679 -48 4247.904370034985 4348.725474964489 25 TARGET 1 50 100 1.0 0.0005 100 1679 -49 4236.719308153146 4328.619325580019 25 TARGET 1 50 100 1.0 0.0005 100 1679 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_50bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_50bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index c993f78de..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_50bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5445.587412208018 5793.844401041667 50 TARGET 1 100 100 0.5 0.0005 100 5519 -1 5117.826426701915 6190.238414417614 50 TARGET 1 100 100 0.5 0.0005 100 5519 -2 4880.061692774095 5795.870871803977 50 TARGET 1 100 100 0.5 0.0005 100 5519 -3 4759.154004235059 6064.842433120265 50 TARGET 1 100 100 0.5 0.0005 100 5519 -4 4662.8000430739685 5354.061020359848 50 TARGET 1 100 100 0.5 0.0005 100 5519 -5 4597.400859177715 5274.528941761364 50 TARGET 1 100 100 0.5 0.0005 100 5519 -6 4557.501348116582 4966.189467921402 50 TARGET 1 100 100 0.5 0.0005 100 5519 -7 4520.789406105324 4859.037716027462 50 TARGET 1 100 100 0.5 0.0005 100 5519 -8 4482.729807844065 4720.811005563447 50 TARGET 1 100 100 0.5 0.0005 100 5519 -9 4471.820322364268 4629.136999881629 50 TARGET 1 100 100 0.5 0.0005 100 5519 -10 4454.151917942445 4653.142607717803 50 TARGET 1 100 100 0.5 0.0005 100 5519 -11 4430.956589001999 4637.700254498106 50 TARGET 1 100 100 0.5 0.0005 100 5519 -12 4426.423714685921 4581.32441110322 50 TARGET 1 100 100 0.5 0.0005 100 5519 -13 4407.451476023253 4665.46533203125 50 TARGET 1 100 100 0.5 0.0005 100 5519 -14 4399.139929569129 4589.111165364583 50 TARGET 1 100 100 0.5 0.0005 100 5519 -15 4382.78176294192 4603.249245383523 50 TARGET 1 100 100 0.5 0.0005 100 5519 -16 4379.202418060817 4559.515240293561 50 TARGET 1 100 100 0.5 0.0005 100 5519 -17 4368.740392203283 4534.540912050189 50 TARGET 1 100 100 0.5 0.0005 100 5519 -18 4372.806482796717 4542.067663944129 50 TARGET 1 100 100 0.5 0.0005 100 5519 -19 4363.024915496107 4518.510431463068 50 TARGET 1 100 100 0.5 0.0005 100 5519 -20 4348.802611071654 4498.082105232008 50 TARGET 1 100 100 0.5 0.0005 100 5519 -21 4355.193916706124 4508.516660748106 50 TARGET 1 100 100 0.5 0.0005 100 5519 -22 4349.626676925505 4475.960952296402 50 TARGET 1 100 100 0.5 0.0005 100 5519 -23 4346.897020333544 4467.348647608902 50 TARGET 1 100 100 0.5 0.0005 100 5519 -24 4345.976131760312 4472.485958214962 50 TARGET 1 100 100 0.5 0.0005 100 5519 -25 4335.63192142782 4445.558623342803 50 TARGET 1 100 100 0.5 0.0005 100 5519 -26 4329.364731297348 4448.625961766098 50 TARGET 1 100 100 0.5 0.0005 100 5519 -27 4326.419423729482 4437.047259706439 50 TARGET 1 100 100 0.5 0.0005 100 5519 -28 4338.189014165088 4450.531664299242 50 TARGET 1 100 100 0.5 0.0005 100 5519 -29 4316.991155039983 4430.826808120265 50 TARGET 1 100 100 0.5 0.0005 100 5519 -30 4333.001162339541 4438.007265033144 50 TARGET 1 100 100 0.5 0.0005 100 5519 -31 4326.563134601221 4420.777432528409 50 TARGET 1 100 100 0.5 0.0005 100 5519 -32 4307.562154750632 4420.092699455492 50 TARGET 1 100 100 0.5 0.0005 100 5519 -33 4307.048512468435 4405.587032433712 50 TARGET 1 100 100 0.5 0.0005 100 5519 -34 4302.981968118687 4393.805013020833 50 TARGET 1 100 100 0.5 0.0005 100 5519 -35 4298.626279066709 4426.182824337121 50 TARGET 1 100 100 0.5 0.0005 100 5519 -36 4295.941092237479 4387.936804569129 50 TARGET 1 100 100 0.5 0.0005 100 5519 -37 4291.675725352483 4381.263494318182 50 TARGET 1 100 100 0.5 0.0005 100 5519 -38 4289.3127203019785 4385.51201467803 50 TARGET 1 100 100 0.5 0.0005 100 5519 -39 4287.52575067077 4381.747884114583 50 TARGET 1 100 100 0.5 0.0005 100 5519 -40 4284.198935974327 4406.368208451705 50 TARGET 1 100 100 0.5 0.0005 100 5519 -41 4284.800968671086 4406.831306226326 50 TARGET 1 100 100 0.5 0.0005 100 5519 -42 4274.208320180976 4379.284238873106 50 TARGET 1 100 100 0.5 0.0005 100 5519 -43 4285.5185530434555 4367.814408735795 50 TARGET 1 100 100 0.5 0.0005 100 5519 -44 4280.543014783249 4403.674064867424 50 TARGET 1 100 100 0.5 0.0005 100 5519 -45 4279.264921348906 4364.526589133523 50 TARGET 1 100 100 0.5 0.0005 100 5519 -46 4275.843033196549 4372.755741003788 50 TARGET 1 100 100 0.5 0.0005 100 5519 -47 4278.408472748317 4372.760091145833 50 TARGET 1 100 100 0.5 0.0005 100 5519 -48 4272.047514533354 4370.816169507576 50 TARGET 1 100 100 0.5 0.0005 100 5519 -49 4264.441522977168 4364.357347892992 50 TARGET 1 100 100 0.5 0.0005 100 5519 -50 4260.192905618687 4357.087565104167 50 TARGET 1 100 100 0.5 0.0005 100 5519 -51 4256.470397332702 4340.268909801136 50 TARGET 1 100 100 0.5 0.0005 100 5519 -52 4261.47849425242 4354.348943536932 50 TARGET 1 100 100 0.5 0.0005 100 5519 -53 4253.869309961595 4371.624556107955 50 TARGET 1 100 100 0.5 0.0005 100 5519 -54 4252.718107178556 4351.143924597538 50 TARGET 1 100 100 0.5 0.0005 100 5519 -55 4252.1793784196125 4345.502544981061 50 TARGET 1 100 100 0.5 0.0005 100 5519 -56 4251.020969789036 4342.312529592803 50 TARGET 1 100 100 0.5 0.0005 100 5519 -57 4245.874095775463 4337.094415838068 50 TARGET 1 100 100 0.5 0.0005 100 5519 -58 4250.546054621738 4364.030732125947 50 TARGET 1 100 100 0.5 0.0005 100 5519 -59 4244.420454545455 4338.596620501894 50 TARGET 1 100 100 0.5 0.0005 100 5519 -60 4248.623646951283 4342.003639914773 50 TARGET 1 100 100 0.5 0.0005 100 5519 -61 4240.2991076125845 4345.136186079545 50 TARGET 1 100 100 0.5 0.0005 100 5519 -62 4242.11727299032 4352.844356652462 50 TARGET 1 100 100 0.5 0.0005 100 5519 -63 4235.744763717908 4334.982998934659 50 TARGET 1 100 100 0.5 0.0005 100 5519 -64 4242.66066590383 4344.971768465909 50 TARGET 1 100 100 0.5 0.0005 100 5519 -65 4235.740775265677 4371.54765920928 50 TARGET 1 100 100 0.5 0.0005 100 5519 -66 4235.287101154777 4336.067146070076 50 TARGET 1 100 100 0.5 0.0005 100 5519 -67 4234.265130142571 4343.080433238636 50 TARGET 1 100 100 0.5 0.0005 100 5519 -68 4230.99407650726 4337.218690814394 50 TARGET 1 100 100 0.5 0.0005 100 5519 -69 4239.001823245476 4349.899502840909 50 TARGET 1 100 100 0.5 0.0005 100 5519 -70 4225.605176110059 4341.85077829072 50 TARGET 1 100 100 0.5 0.0005 100 5519 -71 4221.522630274095 4339.494258996212 50 TARGET 1 100 100 0.5 0.0005 100 5519 -72 4219.998329650673 4305.234005089962 50 TARGET 1 100 100 0.5 0.0005 100 5519 -73 4218.22159419718 4343.967166785038 50 TARGET 1 100 100 0.5 0.0005 100 5519 -74 4227.217086226852 4305.853486032197 50 TARGET 1 100 100 0.5 0.0005 100 5519 -75 4223.662980718645 4334.312352035985 50 TARGET 1 100 100 0.5 0.0005 100 5519 -76 4217.211327138573 4317.578184185606 50 TARGET 1 100 100 0.5 0.0005 100 5519 -77 4227.149619568077 4320.440118963068 50 TARGET 1 100 100 0.5 0.0005 100 5519 -78 4219.273737538142 4341.274147727273 50 TARGET 1 100 100 0.5 0.0005 100 5519 -79 4216.081434461806 4322.284949100379 50 TARGET 1 100 100 0.5 0.0005 100 5519 -80 4214.2478331492 4320.588778409091 50 TARGET 1 100 100 0.5 0.0005 100 5519 -81 4219.214794428662 4323.519975142045 50 TARGET 1 100 100 0.5 0.0005 100 5519 -82 4219.7732287063345 4333.25732421875 50 TARGET 1 100 100 0.5 0.0005 100 5519 -83 4216.03887014678 4309.059318773674 50 TARGET 1 100 100 0.5 0.0005 100 5519 -84 4213.014995330914 4329.879438920455 50 TARGET 1 100 100 0.5 0.0005 100 5519 -85 4213.642173690026 4313.582756273674 50 TARGET 1 100 100 0.5 0.0005 100 5519 -86 4204.850814459701 4311.809718276515 50 TARGET 1 100 100 0.5 0.0005 100 5519 -87 4203.542089186132 4321.190592447917 50 TARGET 1 100 100 0.5 0.0005 100 5519 -88 4198.719396109533 4335.15234375 50 TARGET 1 100 100 0.5 0.0005 100 5519 -89 4206.118815926189 4313.032404119318 50 TARGET 1 100 100 0.5 0.0005 100 5519 -90 4210.764516913931 4307.24541311553 50 TARGET 1 100 100 0.5 0.0005 100 5519 -91 4197.676304056187 4305.552275686553 50 TARGET 1 100 100 0.5 0.0005 100 5519 -92 4200.385261304451 4312.072709517045 50 TARGET 1 100 100 0.5 0.0005 100 5519 -93 4191.400318287037 4317.207401160038 50 TARGET 1 100 100 0.5 0.0005 100 5519 -94 4196.910151317866 4317.589385061553 50 TARGET 1 100 100 0.5 0.0005 100 5519 -95 4195.816258285985 4317.313950047348 50 TARGET 1 100 100 0.5 0.0005 100 5519 -96 4194.507597130156 4311.460493607955 50 TARGET 1 100 100 0.5 0.0005 100 5519 -97 4191.519914312395 4296.569409919508 50 TARGET 1 100 100 0.5 0.0005 100 5519 -98 4197.690937697285 4303.029089725379 50 TARGET 1 100 100 0.5 0.0005 100 5519 -99 4201.442243068708 4316.900568181818 50 TARGET 1 100 100 0.5 0.0005 100 5519 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_50bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_50bs_100e_0k_TARGET.tsv deleted file mode 100644 index 1dab54ced..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_50bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa 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4424.21537477641 4686.49433297822 50 TARGET 1 100 100 0.0 0.0005 100 7192 -13 4411.777845183607 4613.13847952178 50 TARGET 1 100 100 0.0 0.0005 100 7192 -14 4402.598517729377 4512.930308948864 50 TARGET 1 100 100 0.0 0.0005 100 7192 -15 4402.812187631524 4455.264707623106 50 TARGET 1 100 100 0.0 0.0005 100 7192 -16 4388.119022253788 4461.843897964015 50 TARGET 1 100 100 0.0 0.0005 100 7192 -17 4388.605481902357 4465.941154711174 50 TARGET 1 100 100 0.0 0.0005 100 7192 -18 4372.602354929503 4444.531531131629 50 TARGET 1 100 100 0.0 0.0005 100 7192 -19 4371.153001367845 4448.803237452652 50 TARGET 1 100 100 0.0 0.0005 100 7192 -20 4367.96369949495 4429.409978693182 50 TARGET 1 100 100 0.0 0.0005 100 7192 -21 4358.4470518992 4423.984552556818 50 TARGET 1 100 100 0.0 0.0005 100 7192 -22 4354.87584832702 4393.519989938447 50 TARGET 1 100 100 0.0 0.0005 100 7192 -23 4342.348486492529 4397.688106652462 50 TARGET 1 100 100 0.0 0.0005 100 7192 -24 4349.82209464436 4369.866580847538 50 TARGET 1 100 100 0.0 0.0005 100 7192 -25 4340.589194352378 4368.47441702178 50 TARGET 1 100 100 0.0 0.0005 100 7192 -26 4330.705477627841 4403.459339488636 50 TARGET 1 100 100 0.0 0.0005 100 7192 -27 4330.193237715699 4372.747351444129 50 TARGET 1 100 100 0.0 0.0005 100 7192 -28 4328.784501920244 4374.51445608428 50 TARGET 1 100 100 0.0 0.0005 100 7192 -29 4325.929246896044 4391.974816524621 50 TARGET 1 100 100 0.0 0.0005 100 7192 -30 4321.0141322074915 4351.68525094697 50 TARGET 1 100 100 0.0 0.0005 100 7192 -31 4317.810854311342 4346.540438565341 50 TARGET 1 100 100 0.0 0.0005 100 7192 -32 4312.813346682976 4356.313313802083 50 TARGET 1 100 100 0.0 0.0005 100 7192 -33 4314.508055818603 4352.377515388258 50 TARGET 1 100 100 0.0 0.0005 100 7192 -34 4299.76228923348 4316.004764441288 50 TARGET 1 100 100 0.0 0.0005 100 7192 -35 4308.237735427188 4333.749186197917 50 TARGET 1 100 100 0.0 0.0005 100 7192 -36 4308.274210200968 4324.830181699811 50 TARGET 1 100 100 0.0 0.0005 100 7192 -37 4301.0678990425085 4294.150508996212 50 TARGET 1 100 100 0.0 0.0005 100 7192 -38 4293.532584964226 4301.92998342803 50 TARGET 1 100 100 0.0 0.0005 100 7192 -39 4296.5925054582285 4323.165630918561 50 TARGET 1 100 100 0.0 0.0005 100 7192 -40 4294.605363531145 4326.810487689394 50 TARGET 1 100 100 0.0 0.0005 100 7192 -41 4292.235608033459 4328.867808948864 50 TARGET 1 100 100 0.0 0.0005 100 7192 -42 4284.125059185606 4310.024562026515 50 TARGET 1 100 100 0.0 0.0005 100 7192 -43 4280.948579216646 4305.004616477273 50 TARGET 1 100 100 0.0 0.0005 100 7192 -44 4273.331630103115 4304.229758522727 50 TARGET 1 100 100 0.0 0.0005 100 7192 -45 4276.444893268624 4294.774680397727 50 TARGET 1 100 100 0.0 0.0005 100 7192 -46 4273.097948889941 4305.31670217803 50 TARGET 1 100 100 0.0 0.0005 100 7192 -47 4275.134711371527 4306.400479403409 50 TARGET 1 100 100 0.0 0.0005 100 7192 -48 4265.663340764415 4316.212964607008 50 TARGET 1 100 100 0.0 0.0005 100 7192 -49 4270.61090396149 4296.802778764205 50 TARGET 1 100 100 0.0 0.0005 100 7192 -50 4266.083545415088 4320.791237571023 50 TARGET 1 100 100 0.0 0.0005 100 7192 -51 4269.353331492003 4315.513050426136 50 TARGET 1 100 100 0.0 0.0005 100 7192 -52 4284.736638849432 4305.538677793561 50 TARGET 1 100 100 0.0 0.0005 100 7192 -53 4254.314656986532 4304.349032315341 50 TARGET 1 100 100 0.0 0.0005 100 7192 -54 4252.692491319444 4292.46123342803 50 TARGET 1 100 100 0.0 0.0005 100 7192 -55 4253.555290864373 4306.165956439394 50 TARGET 1 100 100 0.0 0.0005 100 7192 -56 4254.9060412063345 4272.054361979167 50 TARGET 1 100 100 0.0 0.0005 100 7192 -57 4254.58164983165 4283.069853811553 50 TARGET 1 100 100 0.0 0.0005 100 7192 -58 4250.379871304188 4284.522224195076 50 TARGET 1 100 100 0.0 0.0005 100 7192 -59 4258.991074481797 4274.787242542614 50 TARGET 1 100 100 0.0 0.0005 100 7192 -60 4252.356609716961 4280.173280658144 50 TARGET 1 100 100 0.0 0.0005 100 7192 -61 4244.703665890677 4290.121641216856 50 TARGET 1 100 100 0.0 0.0005 100 7192 -62 4251.084942853009 4292.927689985795 50 TARGET 1 100 100 0.0 0.0005 100 7192 -63 4244.1796562631525 4271.312144886364 50 TARGET 1 100 100 0.0 0.0005 100 7192 -64 4239.8601131760315 4265.759292140152 50 TARGET 1 100 100 0.0 0.0005 100 7192 -65 4239.0944289904255 4282.384306936553 50 TARGET 1 100 100 0.0 0.0005 100 7192 -66 4241.321711581965 4271.468690814394 50 TARGET 1 100 100 0.0 0.0005 100 7192 -67 4239.698307949285 4281.763316761364 50 TARGET 1 100 100 0.0 0.0005 100 7192 -68 4242.912051833438 4279.976680871212 50 TARGET 1 100 100 0.0 0.0005 100 7192 -69 4238.791834359217 4275.829175544508 50 TARGET 1 100 100 0.0 0.0005 100 7192 -70 4231.870110611321 4258.75146484375 50 TARGET 1 100 100 0.0 0.0005 100 7192 -71 4240.135653409091 4285.20849609375 50 TARGET 1 100 100 0.0 0.0005 100 7192 -72 4234.8629836779255 4273.192456794508 50 TARGET 1 100 100 0.0 0.0005 100 7192 -73 4228.029226181082 4264.946644176136 50 TARGET 1 100 100 0.0 0.0005 100 7192 -74 4226.985039194024 4262.739035866477 50 TARGET 1 100 100 0.0 0.0005 100 7192 -75 4231.858173203388 4267.526707504735 50 TARGET 1 100 100 0.0 0.0005 100 7192 -76 4220.193586253156 4272.130282315341 50 TARGET 1 100 100 0.0 0.0005 100 7192 -77 4226.261334043561 4271.298310250947 50 TARGET 1 100 100 0.0 0.0005 100 7192 -78 4218.873780118897 4253.290571732955 50 TARGET 1 100 100 0.0 0.0005 100 7192 -79 4216.367608375421 4247.985381155303 50 TARGET 1 100 100 0.0 0.0005 100 7192 -80 4221.576806476221 4259.429258404356 50 TARGET 1 100 100 0.0 0.0005 100 7192 -81 4216.029288654777 4258.685694839015 50 TARGET 1 100 100 0.0 0.0005 100 7192 -82 4223.521685770465 4252.304140033144 50 TARGET 1 100 100 0.0 0.0005 100 7192 -83 4211.273407907197 4249.427468039773 50 TARGET 1 100 100 0.0 0.0005 100 7192 -84 4220.377763638994 4272.759588068182 50 TARGET 1 100 100 0.0 0.0005 100 7192 -85 4214.693663523253 4253.447576349432 50 TARGET 1 100 100 0.0 0.0005 100 7192 -86 4213.814107875632 4250.313387784091 50 TARGET 1 100 100 0.0 0.0005 100 7192 -87 4212.340024594908 4256.032448508523 50 TARGET 1 100 100 0.0 0.0005 100 7192 -88 4209.161849615951 4252.119170217803 50 TARGET 1 100 100 0.0 0.0005 100 7192 -89 4211.509765625 4247.248298413826 50 TARGET 1 100 100 0.0 0.0005 100 7192 -90 4202.141368108165 4250.915675307765 50 TARGET 1 100 100 0.0 0.0005 100 7192 -91 4211.849754050926 4281.171016808712 50 TARGET 1 100 100 0.0 0.0005 100 7192 -92 4203.961933791035 4246.995058001894 50 TARGET 1 100 100 0.0 0.0005 100 7192 -93 4213.8907746080595 4258.141779119318 50 TARGET 1 100 100 0.0 0.0005 100 7192 -94 4206.174023766309 4244.592758641098 50 TARGET 1 100 100 0.0 0.0005 100 7192 -95 4205.095527212226 4246.99365234375 50 TARGET 1 100 100 0.0 0.0005 100 7192 -96 4202.030199455492 4258.09101266572 50 TARGET 1 100 100 0.0 0.0005 100 7192 -97 4198.272843999895 4266.062618371212 50 TARGET 1 100 100 0.0 0.0005 100 7192 -98 4201.017715402725 4237.08349609375 50 TARGET 1 100 100 0.0 0.0005 100 7192 -99 4201.226671828967 4249.559022845644 50 TARGET 1 100 100 0.0 0.0005 100 7192 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_50bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_50bs_100e_1k_TARGET.tsv deleted file mode 100644 index afe2b823f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_50bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5437.529420178346 5765.324233546402 50 TARGET 1 100 100 1.0 0.0005 100 4465 -1 5115.304061119003 5920.215864701705 50 TARGET 1 100 100 1.0 0.0005 100 4465 -2 4884.234568997264 5786.501967921402 50 TARGET 1 100 100 1.0 0.0005 100 4465 -3 4744.69682008891 5593.484552556818 50 TARGET 1 100 100 1.0 0.0005 100 4465 -4 4656.8366049821125 5681.964340672348 50 TARGET 1 100 100 1.0 0.0005 100 4465 -5 4601.346436368897 5337.068033854167 50 TARGET 1 100 100 1.0 0.0005 100 4465 -6 4561.800260087858 4871.629009824811 50 TARGET 1 100 100 1.0 0.0005 100 4465 -7 4524.099615951179 4848.357984138258 50 TARGET 1 100 100 1.0 0.0005 100 4465 -8 4506.630364517571 4632.280362215909 50 TARGET 1 100 100 1.0 0.0005 100 4465 -9 4480.25426629577 4600.741344105114 50 TARGET 1 100 100 1.0 0.0005 100 4465 -10 4459.40631411774 4473.069261955492 50 TARGET 1 100 100 1.0 0.0005 100 4465 -11 4440.089541245791 4456.61298532197 50 TARGET 1 100 100 1.0 0.0005 100 4465 -12 4436.982928240741 4458.041089607008 50 TARGET 1 100 100 1.0 0.0005 100 4465 -13 4417.857714514941 4483.150242660985 50 TARGET 1 100 100 1.0 0.0005 100 4465 -14 4406.617424242424 4470.180013020833 50 TARGET 1 100 100 1.0 0.0005 100 4465 -15 4398.053546533039 4423.079796993371 50 TARGET 1 100 100 1.0 0.0005 100 4465 -16 4399.520608099221 4405.600156841856 50 TARGET 1 100 100 1.0 0.0005 100 4465 -17 4387.405146846065 4382.710597182765 50 TARGET 1 100 100 1.0 0.0005 100 4465 -18 4382.9738235216755 4412.578598484848 50 TARGET 1 100 100 1.0 0.0005 100 4465 -19 4384.218363649516 4377.50702829072 50 TARGET 1 100 100 1.0 0.0005 100 4465 -20 4369.589485348274 4349.199440696023 50 TARGET 1 100 100 1.0 0.0005 100 4465 -21 4368.725229179819 4335.618001302083 50 TARGET 1 100 100 1.0 0.0005 100 4465 -22 4362.593202533144 4347.885002367424 50 TARGET 1 100 100 1.0 0.0005 100 4465 -23 4350.730264888468 4341.92461233428 50 TARGET 1 100 100 1.0 0.0005 100 4465 -24 4358.007306134259 4305.970762310606 50 TARGET 1 100 100 1.0 0.0005 100 4465 -25 4353.213559751158 4319.899695194129 50 TARGET 1 100 100 1.0 0.0005 100 4465 -26 4344.700177228009 4319.176195549242 50 TARGET 1 100 100 1.0 0.0005 100 4465 -27 4342.32551261311 4328.283158735795 50 TARGET 1 100 100 1.0 0.0005 100 4465 -28 4336.743852917193 4285.824277935606 50 TARGET 1 100 100 1.0 0.0005 100 4465 -29 4325.0656434133 4279.727894176136 50 TARGET 1 100 100 1.0 0.0005 100 4465 -30 4328.4384782065445 4277.384617660985 50 TARGET 1 100 100 1.0 0.0005 100 4465 -31 4321.975240688132 4268.026633522727 50 TARGET 1 100 100 1.0 0.0005 100 4465 -32 4325.516343447496 4288.756288470644 50 TARGET 1 100 100 1.0 0.0005 100 4465 -33 4313.841780434554 4276.195356889205 50 TARGET 1 100 100 1.0 0.0005 100 4465 -34 4306.296623461174 4283.109789299242 50 TARGET 1 100 100 1.0 0.0005 100 4465 -35 4304.711774318708 4269.084901751894 50 TARGET 1 100 100 1.0 0.0005 100 4465 -36 4306.231899068813 4265.021084872159 50 TARGET 1 100 100 1.0 0.0005 100 4465 -37 4305.732796717171 4260.994584517045 50 TARGET 1 100 100 1.0 0.0005 100 4465 -38 4300.166380602904 4263.286650686553 50 TARGET 1 100 100 1.0 0.0005 100 4465 -39 4310.784559461806 4282.845865885417 50 TARGET 1 100 100 1.0 0.0005 100 4465 -40 4294.4804999868475 4241.598736387311 50 TARGET 1 100 100 1.0 0.0005 100 4465 -41 4288.177249381839 4253.706809303977 50 TARGET 1 100 100 1.0 0.0005 100 4465 -42 4286.880232994003 4248.609049479167 50 TARGET 1 100 100 1.0 0.0005 100 4465 -43 4292.236436631944 4241.268895004735 50 TARGET 1 100 100 1.0 0.0005 100 4465 -44 4301.185809922138 4242.36962890625 50 TARGET 1 100 100 1.0 0.0005 100 4465 -45 4282.834618976221 4246.579870975379 50 TARGET 1 100 100 1.0 0.0005 100 4465 -46 4286.859164562289 4276.042953953598 50 TARGET 1 100 100 1.0 0.0005 100 4465 -47 4276.186391913931 4230.219016335227 50 TARGET 1 100 100 1.0 0.0005 100 4465 -48 4275.627770215173 4258.510594223485 50 TARGET 1 100 100 1.0 0.0005 100 4465 -49 4281.027659406565 4247.775079900568 50 TARGET 1 100 100 1.0 0.0005 100 4465 -50 4269.2090123237585 4269.117113517992 50 TARGET 1 100 100 1.0 0.0005 100 4465 -51 4272.757868397517 4233.534653172348 50 TARGET 1 100 100 1.0 0.0005 100 4465 -52 4269.76711450442 4234.141068892045 50 TARGET 1 100 100 1.0 0.0005 100 4465 -53 4275.700591527252 4247.981992779356 50 TARGET 1 100 100 1.0 0.0005 100 4465 -54 4260.466933330703 4235.19970703125 50 TARGET 1 100 100 1.0 0.0005 100 4465 -55 4259.678148674242 4236.787257339015 50 TARGET 1 100 100 1.0 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0.0005 100 4465 -81 4223.00002466067 4219.415556936553 50 TARGET 1 100 100 1.0 0.0005 100 4465 -82 4225.104686184764 4205.696111505682 50 TARGET 1 100 100 1.0 0.0005 100 4465 -83 4222.705678201283 4201.35517282197 50 TARGET 1 100 100 1.0 0.0005 100 4465 -84 4225.953286116372 4211.864095052083 50 TARGET 1 100 100 1.0 0.0005 100 4465 -85 4212.178110861217 4201.688920454545 50 TARGET 1 100 100 1.0 0.0005 100 4465 -86 4217.944649950021 4216.127397017045 50 TARGET 1 100 100 1.0 0.0005 100 4465 -87 4220.058934067235 4196.75019235322 50 TARGET 1 100 100 1.0 0.0005 100 4465 -88 4220.681053701073 4201.482984138258 50 TARGET 1 100 100 1.0 0.0005 100 4465 -89 4211.148082386364 4191.56982421875 50 TARGET 1 100 100 1.0 0.0005 100 4465 -90 4215.272862084385 4204.075313683712 50 TARGET 1 100 100 1.0 0.0005 100 4465 -91 4208.973338528514 4198.328465317235 50 TARGET 1 100 100 1.0 0.0005 100 4465 -92 4213.726300274884 4195.543560606061 50 TARGET 1 100 100 1.0 0.0005 100 4465 -93 4207.682500460332 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epochs first_layer kappa learning_rate num_components seed -0 5429.632697416877 5836.417243726326 50 TARGET 1 50 100 0.5 0.0005 100 3404 -1 5098.389107546823 5884.139485677083 50 TARGET 1 50 100 0.5 0.0005 100 3404 -2 4881.964388349642 5725.705714370265 50 TARGET 1 50 100 0.5 0.0005 100 3404 -3 4729.714044744318 5586.223203716856 50 TARGET 1 50 100 0.5 0.0005 100 3404 -4 4637.310541942866 5507.388997395833 50 TARGET 1 50 100 0.5 0.0005 100 3404 -5 4593.466104732218 5221.595333214962 50 TARGET 1 50 100 0.5 0.0005 100 3404 -6 4554.424257220644 5118.261763139205 50 TARGET 1 50 100 0.5 0.0005 100 3404 -7 4536.15270379577 4853.769575639205 50 TARGET 1 50 100 0.5 0.0005 100 3404 -8 4486.735328545876 4754.094992897727 50 TARGET 1 50 100 0.5 0.0005 100 3404 -9 4469.251326744003 4630.199559067235 50 TARGET 1 50 100 0.5 0.0005 100 3404 -10 4464.357765480324 4621.029015743371 50 TARGET 1 50 100 0.5 0.0005 100 3404 -11 4433.118747698338 4577.671460700758 50 TARGET 1 50 100 0.5 0.0005 100 3404 -12 4431.657787181713 4515.63994436553 50 TARGET 1 50 100 0.5 0.0005 100 3404 -13 4409.61107494213 4526.824277935606 50 TARGET 1 50 100 0.5 0.0005 100 3404 -14 4396.215935395623 4538.382442589962 50 TARGET 1 50 100 0.5 0.0005 100 3404 -15 4384.896408748948 4501.157049005682 50 TARGET 1 50 100 0.5 0.0005 100 3404 -16 4387.566322403724 4502.942146070076 50 TARGET 1 50 100 0.5 0.0005 100 3404 -17 4384.613611702967 4499.469386245265 50 TARGET 1 50 100 0.5 0.0005 100 3404 -18 4387.370950718118 4524.576379024621 50 TARGET 1 50 100 0.5 0.0005 100 3404 -19 4384.044062039668 4476.90253610322 50 TARGET 1 50 100 0.5 0.0005 100 3404 -20 4355.444419783776 4460.613251657197 50 TARGET 1 50 100 0.5 0.0005 100 3404 -21 4351.615500710227 4449.70380563447 50 TARGET 1 50 100 0.5 0.0005 100 3404 -22 4350.016468394886 4436.942012902462 50 TARGET 1 50 100 0.5 0.0005 100 3404 -23 4347.339702362164 4415.140255089962 50 TARGET 1 50 100 0.5 0.0005 100 3404 -24 4345.206528172348 4431.122543797348 50 TARGET 1 50 100 0.5 0.0005 100 3404 -25 4335.351779513889 4429.706779711174 50 TARGET 1 50 100 0.5 0.0005 100 3404 -26 4331.8689910169405 4406.762073863636 50 TARGET 1 50 100 0.5 0.0005 100 3404 -27 4335.529701309974 4403.304154829545 50 TARGET 1 50 100 0.5 0.0005 100 3404 -28 4331.738148082386 4383.959783380682 50 TARGET 1 50 100 0.5 0.0005 100 3404 -29 4320.257376828177 4388.273304332386 50 TARGET 1 50 100 0.5 0.0005 100 3404 -30 4331.922838410143 4386.598913944129 50 TARGET 1 50 100 0.5 0.0005 100 3404 -31 4323.18798828125 4388.640906131629 50 TARGET 1 50 100 0.5 0.0005 100 3404 -32 4322.540772306397 4364.537375710227 50 TARGET 1 50 100 0.5 0.0005 100 3404 -33 4312.622979469171 4370.805382930871 50 TARGET 1 50 100 0.5 0.0005 100 3404 -34 4308.27434994476 4365.694217566288 50 TARGET 1 50 100 0.5 0.0005 100 3404 -35 4299.41340323811 4375.236579663826 50 TARGET 1 50 100 0.5 0.0005 100 3404 -36 4304.649619568077 4356.245398319129 50 TARGET 1 50 100 0.5 0.0005 100 3404 -37 4297.789197311658 4343.733324455492 50 TARGET 1 50 100 0.5 0.0005 100 3404 -38 4287.654477719908 4359.805027817235 50 TARGET 1 50 100 0.5 0.0005 100 3404 -39 4293.373464462332 4349.352982954545 50 TARGET 1 50 100 0.5 0.0005 100 3404 -40 4289.285868121317 4366.288825757576 50 TARGET 1 50 100 0.5 0.0005 100 3404 -41 4291.478469591751 4385.865515506629 50 TARGET 1 50 100 0.5 0.0005 100 3404 -42 4276.376908735795 4343.922496448864 50 TARGET 1 50 100 0.5 0.0005 100 3404 -43 4277.799400252526 4346.181995738636 50 TARGET 1 50 100 0.5 0.0005 100 3404 -44 4275.247293902567 4350.200254498106 50 TARGET 1 50 100 0.5 0.0005 100 3404 -45 4276.120399963173 4331.554894649621 50 TARGET 1 50 100 0.5 0.0005 100 3404 -46 4276.613485111532 4353.918531013258 50 TARGET 1 50 100 0.5 0.0005 100 3404 -47 4273.327842224327 4347.255992542614 50 TARGET 1 50 100 0.5 0.0005 100 3404 -48 4272.360562000211 4316.021484375 50 TARGET 1 50 100 0.5 0.0005 100 3404 -49 4270.301037720959 4359.030658143939 50 TARGET 1 50 100 0.5 0.0005 100 3404 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_50bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_50bs_50e_0k_TARGET.tsv deleted file mode 100644 index 2c8835337..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_50bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5442.4579009496 5937.825032552083 50 TARGET 1 50 100 0.0 0.0005 100 406 -1 5113.421253551136 6077.328080610795 50 TARGET 1 50 100 0.0 0.0005 100 406 -2 4886.250037813026 5926.436952533144 50 TARGET 1 50 100 0.0 0.0005 100 406 -3 4768.621021412037 5598.094489820076 50 TARGET 1 50 100 0.0 0.0005 100 406 -4 4659.678130589752 5429.213438091856 50 TARGET 1 50 100 0.0 0.0005 100 406 -5 4604.3456718881525 6214.837476325758 50 TARGET 1 50 100 0.0 0.0005 100 406 -6 4559.041770241477 5568.193078243371 50 TARGET 1 50 100 0.0 0.0005 100 406 -7 4547.084627196444 4906.884588068182 50 TARGET 1 50 100 0.0 0.0005 100 406 -8 4508.559364806923 4721.737615411932 50 TARGET 1 50 100 0.0 0.0005 100 406 -9 4498.039156210543 4719.442604758523 50 TARGET 1 50 100 0.0 0.0005 100 406 -10 4468.298226404671 4574.765373461174 50 TARGET 1 50 100 0.0 0.0005 100 406 -11 4449.58532098327 4550.995161576705 50 TARGET 1 50 100 0.0 0.0005 100 406 -12 4430.6638241135315 4492.600837476326 50 TARGET 1 50 100 0.0 0.0005 100 406 -13 4432.726843631629 4466.833362926136 50 TARGET 1 50 100 0.0 0.0005 100 406 -14 4411.258162681503 4437.964917732008 50 TARGET 1 50 100 0.0 0.0005 100 406 -15 4402.905912970854 4471.779208096591 50 TARGET 1 50 100 0.0 0.0005 100 406 -16 4389.641932015467 4430.320327296402 50 TARGET 1 50 100 0.0 0.0005 100 406 -17 4384.908122566814 4461.496611624053 50 TARGET 1 50 100 0.0 0.0005 100 406 -18 4382.354654947917 4415.307306463068 50 TARGET 1 50 100 0.0 0.0005 100 406 -19 4368.497673676873 4429.795232599432 50 TARGET 1 50 100 0.0 0.0005 100 406 -20 4372.520856349958 4407.705211292614 50 TARGET 1 50 100 0.0 0.0005 100 406 -21 4369.756449587016 4394.729817708333 50 TARGET 1 50 100 0.0 0.0005 100 406 -22 4356.348562118582 4379.143007220644 50 TARGET 1 50 100 0.0 0.0005 100 406 -23 4364.402496646149 4372.738917495265 50 TARGET 1 50 100 0.0 0.0005 100 406 -24 4351.792194404988 4382.325180516098 50 TARGET 1 50 100 0.0 0.0005 100 406 -25 4346.975788154988 4362.348795572917 50 TARGET 1 50 100 0.0 0.0005 100 406 -26 4339.64244988952 4382.772638494318 50 TARGET 1 50 100 0.0 0.0005 100 406 -27 4346.849098077126 4346.334886955492 50 TARGET 1 50 100 0.0 0.0005 100 406 -28 4329.9760133890995 4309.022416548295 50 TARGET 1 50 100 0.0 0.0005 100 406 -29 4323.36771852641 4319.543146306818 50 TARGET 1 50 100 0.0 0.0005 100 406 -30 4326.337678543245 4332.809940222538 50 TARGET 1 50 100 0.0 0.0005 100 406 -31 4327.844016335227 4335.056181936553 50 TARGET 1 50 100 0.0 0.0005 100 406 -32 4319.977363149726 4321.209901751894 50 TARGET 1 50 100 0.0 0.0005 100 406 -33 4323.315021964436 4313.065281723485 50 TARGET 1 50 100 0.0 0.0005 100 406 -34 4309.89493404093 4317.54541015625 50 TARGET 1 50 100 0.0 0.0005 100 406 -35 4312.715907446865 4296.847005208333 50 TARGET 1 50 100 0.0 0.0005 100 406 -36 4306.1633654250845 4300.717403527462 50 TARGET 1 50 100 0.0 0.0005 100 406 -37 4301.498936303135 4293.092373934659 50 TARGET 1 50 100 0.0 0.0005 100 406 -38 4300.639229206124 4286.073183001894 50 TARGET 1 50 100 0.0 0.0005 100 406 -39 4311.218608612164 4291.25713186553 50 TARGET 1 50 100 0.0 0.0005 100 406 -40 4295.846151949179 4283.369969223485 50 TARGET 1 50 100 0.0 0.0005 100 406 -41 4292.438790575021 4269.390018347538 50 TARGET 1 50 100 0.0 0.0005 100 406 -42 4297.311842382155 4280.974061908144 50 TARGET 1 50 100 0.0 0.0005 100 406 -43 4283.025827940867 4276.247780539773 50 TARGET 1 50 100 0.0 0.0005 100 406 -44 4286.223067261153 4306.529770359848 50 TARGET 1 50 100 0.0 0.0005 100 406 -45 4279.7145938552185 4271.184599905303 50 TARGET 1 50 100 0.0 0.0005 100 406 -46 4281.029842697812 4287.896647135417 50 TARGET 1 50 100 0.0 0.0005 100 406 -47 4275.519838686342 4293.453716856061 50 TARGET 1 50 100 0.0 0.0005 100 406 -48 4272.844792324285 4290.105823863636 50 TARGET 1 50 100 0.0 0.0005 100 406 -49 4269.252301662458 4277.011570785985 50 TARGET 1 50 100 0.0 0.0005 100 406 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_50bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_50bs_50e_1k_TARGET.tsv deleted file mode 100644 index eee62f075..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0005lr_50bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5440.799974024095 5738.800825639205 50 TARGET 1 50 100 1.0 0.0005 100 8667 -1 5112.236903540615 6030.847981770833 50 TARGET 1 50 100 1.0 0.0005 100 8667 -2 4880.7514927925085 5501.566006747159 50 TARGET 1 50 100 1.0 0.0005 100 8667 -3 4755.2403412379 5488.909949100379 50 TARGET 1 50 100 1.0 0.0005 100 8667 -4 4654.100209451283 5331.970481178977 50 TARGET 1 50 100 1.0 0.0005 100 8667 -5 4590.3581008654255 5143.296786221591 50 TARGET 1 50 100 1.0 0.0005 100 8667 -6 4566.774055660774 4972.16650390625 50 TARGET 1 50 100 1.0 0.0005 100 8667 -7 4527.280746922348 4776.888642282197 50 TARGET 1 50 100 1.0 0.0005 100 8667 -8 4499.602654145623 4639.744140625 50 TARGET 1 50 100 1.0 0.0005 100 8667 -9 4497.415400752315 4688.211055871212 50 TARGET 1 50 100 1.0 0.0005 100 8667 -10 4453.949572219592 4631.863310842803 50 TARGET 1 50 100 1.0 0.0005 100 8667 -11 4437.009093210753 4530.244081439394 50 TARGET 1 50 100 1.0 0.0005 100 8667 -12 4419.387248132365 4497.886703953598 50 TARGET 1 50 100 1.0 0.0005 100 8667 -13 4408.857804937395 4519.24785452178 50 TARGET 1 50 100 1.0 0.0005 100 8667 -14 4402.523324060921 4493.355513139205 50 TARGET 1 50 100 1.0 0.0005 100 8667 -15 4393.423191879735 4523.343335700758 50 TARGET 1 50 100 1.0 0.0005 100 8667 -16 4390.054297861427 4495.380459872159 50 TARGET 1 50 100 1.0 0.0005 100 8667 -17 4376.782233138679 4484.220111268939 50 TARGET 1 50 100 1.0 0.0005 100 8667 -18 4374.682811184764 4481.395478219697 50 TARGET 1 50 100 1.0 0.0005 100 8667 -19 4363.33553470907 4494.955033735795 50 TARGET 1 50 100 1.0 0.0005 100 8667 -20 4365.570940525042 4476.013198390152 50 TARGET 1 50 100 1.0 0.0005 100 8667 -21 4363.084403606376 4506.930072206439 50 TARGET 1 50 100 1.0 0.0005 100 8667 -22 4355.259413799453 4475.292584043561 50 TARGET 1 50 100 1.0 0.0005 100 8667 -23 4349.1071423874155 4438.3515625 50 TARGET 1 50 100 1.0 0.0005 100 8667 -24 4343.338191485164 4457.931507457386 50 TARGET 1 50 100 1.0 0.0005 100 8667 -25 4336.926037720959 4435.422392874053 50 TARGET 1 50 100 1.0 0.0005 100 8667 -26 4336.893691143203 4407.847434303977 50 TARGET 1 50 100 1.0 0.0005 100 8667 -27 4335.073746909196 4381.195149739583 50 TARGET 1 50 100 1.0 0.0005 100 8667 -28 4332.4065294875845 4404.593912760417 50 TARGET 1 50 100 1.0 0.0005 100 8667 -29 4334.516703493266 4398.404444839015 50 TARGET 1 50 100 1.0 0.0005 100 8667 -30 4322.485724760627 4373.273052793561 50 TARGET 1 50 100 1.0 0.0005 100 8667 -31 4315.652753117109 4354.394516453598 50 TARGET 1 50 100 1.0 0.0005 100 8667 -32 4319.447022306397 4377.785171046402 50 TARGET 1 50 100 1.0 0.0005 100 8667 -33 4303.153805305661 4354.834309895833 50 TARGET 1 50 100 1.0 0.0005 100 8667 -34 4307.985691879735 4359.260372277462 50 TARGET 1 50 100 1.0 0.0005 100 8667 -35 4302.876900515573 4358.404696377841 50 TARGET 1 50 100 1.0 0.0005 100 8667 -36 4306.216650555029 4364.324692234848 50 TARGET 1 50 100 1.0 0.0005 100 8667 -37 4300.030689380787 4377.847108783144 50 TARGET 1 50 100 1.0 0.0005 100 8667 -38 4295.345487755156 4357.66376657197 50 TARGET 1 50 100 1.0 0.0005 100 8667 -39 4288.022870304609 4322.81005859375 50 TARGET 1 50 100 1.0 0.0005 100 8667 -40 4291.216451625632 4356.836795691288 50 TARGET 1 50 100 1.0 0.0005 100 8667 -41 4284.709584451283 4343.957046046402 50 TARGET 1 50 100 1.0 0.0005 100 8667 -42 4284.672254774306 4353.242024739583 50 TARGET 1 50 100 1.0 0.0005 100 8667 -43 4282.812733454335 4316.657093394886 50 TARGET 1 50 100 1.0 0.0005 100 8667 -44 4281.227004748001 4317.141468394886 50 TARGET 1 50 100 1.0 0.0005 100 8667 -45 4274.29245909617 4318.060561671402 50 TARGET 1 50 100 1.0 0.0005 100 8667 -46 4267.89705485848 4315.007782907197 50 TARGET 1 50 100 1.0 0.0005 100 8667 -47 4265.13850089436 4313.088156960227 50 TARGET 1 50 100 1.0 0.0005 100 8667 -48 4271.011871646149 4317.392785274621 50 TARGET 1 50 100 1.0 0.0005 100 8667 -49 4277.941177727799 4370.993918678977 50 TARGET 1 50 100 1.0 0.0005 100 8667 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_25bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_25bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index d6320d1cc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_25bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5006.120415581598 25004.093986742424 25 TARGET 1 100 100 0.5 0.0015 100 6618 -1 4553.422408492477 7839.259854403409 25 TARGET 1 100 100 0.5 0.0015 100 6618 -2 4464.166674064867 6250.511067708333 25 TARGET 1 100 100 0.5 0.0015 100 6618 -3 4447.389261264993 4910.245546283144 25 TARGET 1 100 100 0.5 0.0015 100 6618 -4 4408.810349589647 4894.234411991004 25 TARGET 1 100 100 0.5 0.0015 100 6618 -5 4407.620326803188 4703.465857303504 25 TARGET 1 100 100 0.5 0.0015 100 6618 -6 4393.349759805082 4505.04424124053 25 TARGET 1 100 100 0.5 0.0015 100 6618 -7 4370.227595782039 4397.361387310606 25 TARGET 1 100 100 0.5 0.0015 100 6618 -8 4354.801889336069 4260.794995857008 25 TARGET 1 100 100 0.5 0.0015 100 6618 -9 4356.900541055082 4242.841375177557 25 TARGET 1 100 100 0.5 0.0015 100 6618 -10 4325.412649443655 4255.482303503788 25 TARGET 1 100 100 0.5 0.0015 100 6618 -11 4326.129616477273 4207.953790838068 25 TARGET 1 100 100 0.5 0.0015 100 6618 -12 4311.294031624842 4200.61201615767 25 TARGET 1 100 100 0.5 0.0015 100 6618 -13 4310.377324679082 4201.044884883996 25 TARGET 1 100 100 0.5 0.0015 100 6618 -14 4302.846886015099 4225.094985499527 25 TARGET 1 100 100 0.5 0.0015 100 6618 -15 4293.950431232902 4173.944491299716 25 TARGET 1 100 100 0.5 0.0015 100 6618 -16 4290.593871659301 4182.156679095644 25 TARGET 1 100 100 0.5 0.0015 100 6618 -17 4285.21695388126 4171.602620442708 25 TARGET 1 100 100 0.5 0.0015 100 6618 -18 4261.2034044875845 4169.472767223011 25 TARGET 1 100 100 0.5 0.0015 100 6618 -19 4269.7561347524725 4162.777321555398 25 TARGET 1 100 100 0.5 0.0015 100 6618 -20 4266.180244009101 4140.367254083807 25 TARGET 1 100 100 0.5 0.0015 100 6618 -21 4264.703959352641 4148.208777225379 25 TARGET 1 100 100 0.5 0.0015 100 6618 -22 4262.5544988458805 4138.405791311553 25 TARGET 1 100 100 0.5 0.0015 100 6618 -23 4262.464061184764 4129.154748165246 25 TARGET 1 100 100 0.5 0.0015 100 6618 -24 4251.886220604482 4214.302630800189 25 TARGET 1 100 100 0.5 0.0015 100 6618 -25 4255.082769837042 4121.6039854107485 25 TARGET 1 100 100 0.5 0.0015 100 6618 -26 4244.850128482087 4125.4742135712595 25 TARGET 1 100 100 0.5 0.0015 100 6618 -27 4243.159268465909 4120.17499704072 25 TARGET 1 100 100 0.5 0.0015 100 6618 -28 4235.841193510627 4125.0684444543085 25 TARGET 1 100 100 0.5 0.0015 100 6618 -29 4233.945646652068 4108.998165246212 25 TARGET 1 100 100 0.5 0.0015 100 6618 -30 4230.407638806687 4110.837742660985 25 TARGET 1 100 100 0.5 0.0015 100 6618 -31 4230.770663996738 4127.58163914536 25 TARGET 1 100 100 0.5 0.0015 100 6618 -32 4229.851983786432 4121.523333925189 25 TARGET 1 100 100 0.5 0.0015 100 6618 -33 4221.5809601549345 4118.0143044211645 25 TARGET 1 100 100 0.5 0.0015 100 6618 -34 4231.589660028015 4104.671549479167 25 TARGET 1 100 100 0.5 0.0015 100 6618 -35 4227.680345117845 4127.667243726326 25 TARGET 1 100 100 0.5 0.0015 100 6618 -36 4224.82101820615 4115.975815281723 25 TARGET 1 100 100 0.5 0.0015 100 6618 -37 4230.489948722248 4111.387369791667 25 TARGET 1 100 100 0.5 0.0015 100 6618 -38 4212.029042048085 4105.6807639382105 25 TARGET 1 100 100 0.5 0.0015 100 6618 -39 4212.351239856244 4111.490300958807 25 TARGET 1 100 100 0.5 0.0015 100 6618 -40 4209.88790944931 4106.216367779356 25 TARGET 1 100 100 0.5 0.0015 100 6618 -41 4209.696889960806 4112.8636844519415 25 TARGET 1 100 100 0.5 0.0015 100 6618 -42 4209.489028057265 4115.459013967803 25 TARGET 1 100 100 0.5 0.0015 100 6618 -43 4212.543049308186 4106.8636696555395 25 TARGET 1 100 100 0.5 0.0015 100 6618 -44 4204.004415081808 4104.5731645063925 25 TARGET 1 100 100 0.5 0.0015 100 6618 -45 4196.571029714462 4100.067168264678 25 TARGET 1 100 100 0.5 0.0015 100 6618 -46 4202.66051259667 4102.9734959457855 25 TARGET 1 100 100 0.5 0.0015 100 6618 -47 4192.116113938868 4104.147054036458 25 TARGET 1 100 100 0.5 0.0015 100 6618 -48 4203.584329213358 4088.9677993312025 25 TARGET 1 100 100 0.5 0.0015 100 6618 -49 4197.821238919139 4090.0132094874525 25 TARGET 1 100 100 0.5 0.0015 100 6618 -50 4192.797299574521 4097.8433689926605 25 TARGET 1 100 100 0.5 0.0015 100 6618 -51 4188.420893916377 4087.7453058416195 25 TARGET 1 100 100 0.5 0.0015 100 6618 -52 4190.795552366109 4086.082930131392 25 TARGET 1 100 100 0.5 0.0015 100 6618 -53 4185.463191074153 4087.647431344697 25 TARGET 1 100 100 0.5 0.0015 100 6618 -54 4196.254200944997 4114.127515388258 25 TARGET 1 100 100 0.5 0.0015 100 6618 -55 4181.78088995423 4086.773126775568 25 TARGET 1 100 100 0.5 0.0015 100 6618 -56 4178.206634624237 4097.2979884292145 25 TARGET 1 100 100 0.5 0.0015 100 6618 -57 4181.923131872107 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4156.720307732271 4079.5563927852745 25 TARGET 1 100 100 0.5 0.0015 100 6618 -83 4153.632110903962 4075.483635179924 25 TARGET 1 100 100 0.5 0.0015 100 6618 -84 4154.918237962305 4078.5719585996685 25 TARGET 1 100 100 0.5 0.0015 100 6618 -85 4149.993276268545 4080.5121848366475 25 TARGET 1 100 100 0.5 0.0015 100 6618 -86 4148.765150693129 4071.9937041311555 25 TARGET 1 100 100 0.5 0.0015 100 6618 -87 4150.180304838752 4086.0428096886835 25 TARGET 1 100 100 0.5 0.0015 100 6618 -88 4155.0627404415245 4072.861809008049 25 TARGET 1 100 100 0.5 0.0015 100 6618 -89 4153.117319023569 4087.3640099727745 25 TARGET 1 100 100 0.5 0.0015 100 6618 -90 4150.784279974221 4076.7522823449335 25 TARGET 1 100 100 0.5 0.0015 100 6618 -91 4152.291735305529 4072.3490693063445 25 TARGET 1 100 100 0.5 0.0015 100 6618 -92 4145.062426429004 4072.7060324928975 25 TARGET 1 100 100 0.5 0.0015 100 6618 -93 4153.384685066814 4085.2309422348485 25 TARGET 1 100 100 0.5 0.0015 100 6618 -94 4146.335928046744 4066.6982458866005 25 TARGET 1 100 100 0.5 0.0015 100 6618 -95 4144.9246456261835 4084.162335020123 25 TARGET 1 100 100 0.5 0.0015 100 6618 -96 4148.107095532145 4065.517489346591 25 TARGET 1 100 100 0.5 0.0015 100 6618 -97 4142.889056170428 4078.305401426373 25 TARGET 1 100 100 0.5 0.0015 100 6618 -98 4150.268416998763 4076.143798828125 25 TARGET 1 100 100 0.5 0.0015 100 6618 -99 4146.989916252367 4063.1126893939395 25 TARGET 1 100 100 0.5 0.0015 100 6618 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_25bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_25bs_100e_0k_TARGET.tsv deleted file mode 100644 index 063cfbc15..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_25bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4980.8667345657095 18147.671623461174 25 TARGET 1 100 100 0.0 0.0015 100 8763 -1 4554.843140881471 8620.223551432291 25 TARGET 1 100 100 0.0 0.0015 100 8763 -2 4482.049818661879 5472.754941998106 25 TARGET 1 100 100 0.0 0.0015 100 8763 -3 4436.060492621527 4925.57363429214 25 TARGET 1 100 100 0.0 0.0015 100 8763 -4 4408.000936283407 4769.586980646307 25 TARGET 1 100 100 0.0 0.0015 100 8763 -5 4392.791637073864 4470.760572028883 25 TARGET 1 100 100 0.0 0.0015 100 8763 -6 4377.519195042877 4522.856201171875 25 TARGET 1 100 100 0.0 0.0015 100 8763 -7 4365.6041535143095 4396.116839784564 25 TARGET 1 100 100 0.0 0.0015 100 8763 -8 4348.8813123092905 4309.921357125947 25 TARGET 1 100 100 0.0 0.0015 100 8763 -9 4339.3899205268835 4269.29355320786 25 TARGET 1 100 100 0.0 0.0015 100 8763 -10 4329.7502137258 4241.969260475852 25 TARGET 1 100 100 0.0 0.0015 100 8763 -11 4316.435003518255 4209.274798768939 25 TARGET 1 100 100 0.0 0.0015 100 8763 -12 4310.422920612374 4220.120361328125 25 TARGET 1 100 100 0.0 0.0015 100 8763 -13 4309.215563019518 4200.339540423769 25 TARGET 1 100 100 0.0 0.0015 100 8763 -14 4304.614363853378 4171.42744584517 25 TARGET 1 100 100 0.0 0.0015 100 8763 -15 4274.641802957965 4218.280680338542 25 TARGET 1 100 100 0.0 0.0015 100 8763 -16 4282.414539272938 4286.54853219697 25 TARGET 1 100 100 0.0 0.0015 100 8763 -17 4285.312632345592 4210.364894057765 25 TARGET 1 100 100 0.0 0.0015 100 8763 -18 4271.956291429924 4217.485181403883 25 TARGET 1 100 100 0.0 0.0015 100 8763 -19 4274.414576263942 4181.367335464015 25 TARGET 1 100 100 0.0 0.0015 100 8763 -20 4269.365023115267 4160.973544034091 25 TARGET 1 100 100 0.0 0.0015 100 8763 -21 4255.920480850168 4167.0914010712595 25 TARGET 1 100 100 0.0 0.0015 100 8763 -22 4267.851518932818 4200.28213038589 25 TARGET 1 100 100 0.0 0.0015 100 8763 -23 4248.42560328217 4233.652802438447 25 TARGET 1 100 100 0.0 0.0015 100 8763 -24 4247.989513461437 4155.2069461706915 25 TARGET 1 100 100 0.0 0.0015 100 8763 -25 4242.056585549505 4146.5637391986265 25 TARGET 1 100 100 0.0 0.0015 100 8763 -26 4249.047157775673 4146.6097708037405 25 TARGET 1 100 100 0.0 0.0015 100 8763 -27 4240.943832037826 4172.1301750414295 25 TARGET 1 100 100 0.0 0.0015 100 8763 -28 4232.5008269544405 4139.297836766098 25 TARGET 1 100 100 0.0 0.0015 100 8763 -29 4229.283704969618 4148.2724054509945 25 TARGET 1 100 100 0.0 0.0015 100 8763 -30 4229.758221867109 4146.1239309599905 25 TARGET 1 100 100 0.0 0.0015 100 8763 -31 4222.592525186764 4135.4272793856535 25 TARGET 1 100 100 0.0 0.0015 100 8763 -32 4228.337342747132 4128.293013139205 25 TARGET 1 100 100 0.0 0.0015 100 8763 -33 4222.573929398148 4136.329833984375 25 TARGET 1 100 100 0.0 0.0015 100 8763 -34 4213.273495041562 4131.916466915246 25 TARGET 1 100 100 0.0 0.0015 100 8763 -35 4229.497448442761 4117.704404888731 25 TARGET 1 100 100 0.0 0.0015 100 8763 -36 4223.6556248520355 4156.477176550663 25 TARGET 1 100 100 0.0 0.0015 100 8763 -37 4212.627791998763 4141.9218491062975 25 TARGET 1 100 100 0.0 0.0015 100 8763 -38 4211.163983585859 4130.224202473958 25 TARGET 1 100 100 0.0 0.0015 100 8763 -39 4215.077382713857 4132.032100793087 25 TARGET 1 100 100 0.0 0.0015 100 8763 -40 4205.695296881576 4122.498364997633 25 TARGET 1 100 100 0.0 0.0015 100 8763 -41 4204.149983723958 4120.4881517814865 25 TARGET 1 100 100 0.0 0.0015 100 8763 -42 4202.592975243976 4108.5695689808235 25 TARGET 1 100 100 0.0 0.0015 100 8763 -43 4201.203356810291 4114.4166111801605 25 TARGET 1 100 100 0.0 0.0015 100 8763 -44 4200.608555854772 4124.256813742898 25 TARGET 1 100 100 0.0 0.0015 100 8763 -45 4199.183359473643 4120.9131932114105 25 TARGET 1 100 100 0.0 0.0015 100 8763 -46 4202.636933297822 4132.3537338719225 25 TARGET 1 100 100 0.0 0.0015 100 8763 -47 4197.938235709964 4112.049050071023 25 TARGET 1 100 100 0.0 0.0015 100 8763 -48 4202.406996807265 4181.309451941288 25 TARGET 1 100 100 0.0 0.0015 100 8763 -49 4201.969565446128 4118.5951001716385 25 TARGET 1 100 100 0.0 0.0015 100 8763 -50 4180.819306344697 4110.2953102805395 25 TARGET 1 100 100 0.0 0.0015 100 8763 -51 4191.671865135732 4120.722190163352 25 TARGET 1 100 100 0.0 0.0015 100 8763 -52 4183.228733460911 4114.267977627841 25 TARGET 1 100 100 0.0 0.0015 100 8763 -53 4181.498553240741 4120.811686197917 25 TARGET 1 100 100 0.0 0.0015 100 8763 -54 4183.28579783841 4113.12148585464 25 TARGET 1 100 100 0.0 0.0015 100 8763 -55 4182.316208964647 4116.4507242838545 25 TARGET 1 100 100 0.0 0.0015 100 8763 -56 4184.561553030303 4108.170957623106 25 TARGET 1 100 100 0.0 0.0015 100 8763 -57 4180.915244157066 4129.867261482008 25 TARGET 1 100 100 0.0 0.0015 100 8763 -58 4189.362227417403 4143.136341441761 25 TARGET 1 100 100 0.0 0.0015 100 8763 -59 4173.722056584727 4122.519183534564 25 TARGET 1 100 100 0.0 0.0015 100 8763 -60 4183.650400078256 4131.843542850379 25 TARGET 1 100 100 0.0 0.0015 100 8763 -61 4173.005070644597 4123.623979048295 25 TARGET 1 100 100 0.0 0.0015 100 8763 -62 4170.030883378051 4137.871360085227 25 TARGET 1 100 100 0.0 0.0015 100 8763 -63 4173.640746659301 4121.819084398674 25 TARGET 1 100 100 0.0 0.0015 100 8763 -64 4171.251144666062 4123.4555701053505 25 TARGET 1 100 100 0.0 0.0015 100 8763 -65 4172.21323628538 4129.922370679451 25 TARGET 1 100 100 0.0 0.0015 100 8763 -66 4173.97150130866 4109.115759647254 25 TARGET 1 100 100 0.0 0.0015 100 8763 -67 4172.204164858217 4118.0684888435135 25 TARGET 1 100 100 0.0 0.0015 100 8763 -68 4163.879221906565 4115.3093668619795 25 TARGET 1 100 100 0.0 0.0015 100 8763 -69 4164.2884176235 4119.973188920455 25 TARGET 1 100 100 0.0 0.0015 100 8763 -70 4162.579719723274 4111.779296875 25 TARGET 1 100 100 0.0 0.0015 100 8763 -71 4164.270070085622 4113.861291133996 25 TARGET 1 100 100 0.0 0.0015 100 8763 -72 4164.884614783907 4107.2084775982485 25 TARGET 1 100 100 0.0 0.0015 100 8763 -73 4161.291129886101 4133.3822761304455 25 TARGET 1 100 100 0.0 0.0015 100 8763 -74 4156.8960569234005 4128.832882043087 25 TARGET 1 100 100 0.0 0.0015 100 8763 -75 4156.304318411984 4111.794426195549 25 TARGET 1 100 100 0.0 0.0015 100 8763 -76 4171.380872527357 4141.994880445076 25 TARGET 1 100 100 0.0 0.0015 100 8763 -77 4159.514120699179 4101.7516830906725 25 TARGET 1 100 100 0.0 0.0015 100 8763 -78 4161.870920303293 4106.7070423473015 25 TARGET 1 100 100 0.0 0.0015 100 8763 -79 4161.803822732533 4121.0479736328125 25 TARGET 1 100 100 0.0 0.0015 100 8763 -80 4155.570565271859 4105.7465561375475 25 TARGET 1 100 100 0.0 0.0015 100 8763 -81 4156.0969201290245 4104.679776278409 25 TARGET 1 100 100 0.0 0.0015 100 8763 -82 4151.1779526219225 4109.051417495265 25 TARGET 1 100 100 0.0 0.0015 100 8763 -83 4150.043780908039 4112.4801025390625 25 TARGET 1 100 100 0.0 0.0015 100 8763 -84 4158.439536560264 4103.2060546875 25 TARGET 1 100 100 0.0 0.0015 100 8763 -85 4148.917422927188 4093.1922126538825 25 TARGET 1 100 100 0.0 0.0015 100 8763 -86 4149.19198002157 4108.5735048236265 25 TARGET 1 100 100 0.0 0.0015 100 8763 -87 4150.850954614504 4106.892082445549 25 TARGET 1 100 100 0.0 0.0015 100 8763 -88 4144.687490546744 4115.6750599254265 25 TARGET 1 100 100 0.0 0.0015 100 8763 -89 4143.882729064736 4101.657063802083 25 TARGET 1 100 100 0.0 0.0015 100 8763 -90 4144.528204818366 4104.7369014855585 25 TARGET 1 100 100 0.0 0.0015 100 8763 -91 4144.702129119976 4093.741532759233 25 TARGET 1 100 100 0.0 0.0015 100 8763 -92 4145.893508654251 4121.416045217803 25 TARGET 1 100 100 0.0 0.0015 100 8763 -93 4150.985303885206 4106.7830736564865 25 TARGET 1 100 100 0.0 0.0015 100 8763 -94 4143.809776229088 4096.194646661932 25 TARGET 1 100 100 0.0 0.0015 100 8763 -95 4143.402900259101 4110.743156664299 25 TARGET 1 100 100 0.0 0.0015 100 8763 -96 4146.332854916351 4108.941576408617 25 TARGET 1 100 100 0.0 0.0015 100 8763 -97 4140.351228758944 4099.6726629083805 25 TARGET 1 100 100 0.0 0.0015 100 8763 -98 4139.335642393992 4106.1238939689865 25 TARGET 1 100 100 0.0 0.0015 100 8763 -99 4136.590910323943 4101.8633293383045 25 TARGET 1 100 100 0.0 0.0015 100 8763 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_25bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_25bs_100e_1k_TARGET.tsv deleted file mode 100644 index 4bcdaa1f1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_25bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5012.240331373632 17586.558445785984 25 TARGET 1 100 100 1.0 0.0015 100 164 -1 4556.902683245213 8445.174035274622 25 TARGET 1 100 100 1.0 0.0015 100 164 -2 4454.575078585332 5444.825173117898 25 TARGET 1 100 100 1.0 0.0015 100 164 -3 4415.281136560921 5204.015972715436 25 TARGET 1 100 100 1.0 0.0015 100 164 -4 4399.07277527883 4928.030007102273 25 TARGET 1 100 100 1.0 0.0015 100 164 -5 4385.990910899358 4846.053740530303 25 TARGET 1 100 100 1.0 0.0015 100 164 -6 4365.502680614741 4567.799486564867 25 TARGET 1 100 100 1.0 0.0015 100 164 -7 4350.007087476326 4488.046941583807 25 TARGET 1 100 100 1.0 0.0015 100 164 -8 4337.7014176596695 4465.997573390152 25 TARGET 1 100 100 1.0 0.0015 100 164 -9 4348.428810402199 4446.892977627841 25 TARGET 1 100 100 1.0 0.0015 100 164 -10 4339.046284787984 4394.761119495739 25 TARGET 1 100 100 1.0 0.0015 100 164 -11 4313.431019998158 4434.779267282197 25 TARGET 1 100 100 1.0 0.0015 100 164 -12 4302.144200797033 4350.247876716383 25 TARGET 1 100 100 1.0 0.0015 100 164 -13 4290.153475674716 4317.411317767519 25 TARGET 1 100 100 1.0 0.0015 100 164 -14 4287.347049597538 4332.393495501894 25 TARGET 1 100 100 1.0 0.0015 100 164 -15 4278.14490198206 4307.471997810133 25 TARGET 1 100 100 1.0 0.0015 100 164 -16 4275.92497238005 4329.24189897017 25 TARGET 1 100 100 1.0 0.0015 100 164 -17 4272.247607915088 4268.087772253788 25 TARGET 1 100 100 1.0 0.0015 100 164 -18 4261.829548742635 4291.045484138258 25 TARGET 1 100 100 1.0 0.0015 100 164 -19 4252.324806084938 4282.706912878788 25 TARGET 1 100 100 1.0 0.0015 100 164 -20 4267.301438867845 4296.284298058712 25 TARGET 1 100 100 1.0 0.0015 100 164 -21 4251.378078062527 4269.148785215436 25 TARGET 1 100 100 1.0 0.0015 100 164 -22 4245.521102134628 4297.912042791193 25 TARGET 1 100 100 1.0 0.0015 100 164 -23 4243.041096594197 4260.498157848011 25 TARGET 1 100 100 1.0 0.0015 100 164 -24 4237.229017058607 4260.576127485795 25 TARGET 1 100 100 1.0 0.0015 100 164 -25 4232.156704578336 4278.568573922822 25 TARGET 1 100 100 1.0 0.0015 100 164 -26 4231.382746327205 4283.406767874053 25 TARGET 1 100 100 1.0 0.0015 100 164 -27 4224.854036787142 4258.583259351326 25 TARGET 1 100 100 1.0 0.0015 100 164 -28 4224.3872053872055 4255.767134232955 25 TARGET 1 100 100 1.0 0.0015 100 164 -29 4222.490356034301 4283.941162109375 25 TARGET 1 100 100 1.0 0.0015 100 164 -30 4220.015617601799 4235.289136482008 25 TARGET 1 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1 100 100 1.0 0.0015 100 164 -69 4153.372894800873 4223.537471886837 25 TARGET 1 100 100 1.0 0.0015 100 164 -70 4153.803281019834 4222.139219341856 25 TARGET 1 100 100 1.0 0.0015 100 164 -71 4154.718270760995 4222.567723129735 25 TARGET 1 100 100 1.0 0.0015 100 164 -72 4162.702697959412 4216.080847537879 25 TARGET 1 100 100 1.0 0.0015 100 164 -73 4153.827718098958 4233.324677438447 25 TARGET 1 100 100 1.0 0.0015 100 164 -74 4155.923673173796 4220.468920158617 25 TARGET 1 100 100 1.0 0.0015 100 164 -75 4149.660465741398 4238.114886659564 25 TARGET 1 100 100 1.0 0.0015 100 164 -76 4156.501073150121 4213.845828894413 25 TARGET 1 100 100 1.0 0.0015 100 164 -77 4153.818602693603 4223.497299656723 25 TARGET 1 100 100 1.0 0.0015 100 164 -78 4144.330600520176 4220.680797230114 25 TARGET 1 100 100 1.0 0.0015 100 164 -79 4151.810870751789 4239.442811908144 25 TARGET 1 100 100 1.0 0.0015 100 164 -80 4145.731360644202 4202.557935310133 25 TARGET 1 100 100 1.0 0.0015 100 164 -81 4143.525094285958 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164 -94 4135.268728134207 4215.928533380682 25 TARGET 1 100 100 1.0 0.0015 100 164 -95 4133.88605208991 4241.311353278883 25 TARGET 1 100 100 1.0 0.0015 100 164 -96 4135.325969657512 4210.665741891572 25 TARGET 1 100 100 1.0 0.0015 100 164 -97 4135.749585700758 4205.649569424716 25 TARGET 1 100 100 1.0 0.0015 100 164 -98 4127.570418951888 4206.998653527462 25 TARGET 1 100 100 1.0 0.0015 100 164 -99 4136.086033265598 4220.627012310606 25 TARGET 1 100 100 1.0 0.0015 100 164 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_25bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_25bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index 29f68fff9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_25bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4994.17589879919 27854.818063446968 25 TARGET 1 50 100 0.5 0.0015 100 8476 -1 4518.210600470854 9715.565311316288 25 TARGET 1 50 100 0.5 0.0015 100 8476 -2 4446.778844762732 6702.790734493371 25 TARGET 1 50 100 0.5 0.0015 100 8476 -3 4405.954360499527 5462.073878432765 25 TARGET 1 50 100 0.5 0.0015 100 8476 -4 4384.310985834912 5013.687418619792 25 TARGET 1 50 100 0.5 0.0015 100 8476 -5 4361.3405408249155 4862.849971886837 25 TARGET 1 50 100 0.5 0.0015 100 8476 -6 4350.096472537879 4736.33339991714 25 TARGET 1 50 100 0.5 0.0015 100 8476 -7 4333.288665463226 4774.440466678504 25 TARGET 1 50 100 0.5 0.0015 100 8476 -8 4312.804315945918 4591.261962890625 25 TARGET 1 50 100 0.5 0.0015 100 8476 -9 4317.107085667877 4624.045092033617 25 TARGET 1 50 100 0.5 0.0015 100 8476 -10 4294.205335417982 4559.00918116714 25 TARGET 1 50 100 0.5 0.0015 100 8476 -11 4292.639858875211 4529.636141690341 25 TARGET 1 50 100 0.5 0.0015 100 8476 -12 4281.700734559133 4600.159904711174 25 TARGET 1 50 100 0.5 0.0015 100 8476 -13 4266.249604607271 4614.90059037642 25 TARGET 1 50 100 0.5 0.0015 100 8476 -14 4260.413889053293 4569.307609789299 25 TARGET 1 50 100 0.5 0.0015 100 8476 -15 4257.1484136613535 4541.384255149148 25 TARGET 1 50 100 0.5 0.0015 100 8476 -16 4247.151933971881 4500.761075106534 25 TARGET 1 50 100 0.5 0.0015 100 8476 -17 4235.98249667903 4491.547385475852 25 TARGET 1 50 100 0.5 0.0015 100 8476 -18 4242.675304888074 4482.842936197917 25 TARGET 1 50 100 0.5 0.0015 100 8476 -19 4230.859983707518 4464.127219460227 25 TARGET 1 50 100 0.5 0.0015 100 8476 -20 4223.226310139152 4498.188469164299 25 TARGET 1 50 100 0.5 0.0015 100 8476 -21 4231.445355656171 4506.317523378314 25 TARGET 1 50 100 0.5 0.0015 100 8476 -22 4218.191981665615 4475.972648851799 25 TARGET 1 50 100 0.5 0.0015 100 8476 -23 4219.541679819024 4488.911221590909 25 TARGET 1 50 100 0.5 0.0015 100 8476 -24 4217.438727279304 4483.499519116951 25 TARGET 1 50 100 0.5 0.0015 100 8476 -25 4212.74792932581 4470.159394235322 25 TARGET 1 50 100 0.5 0.0015 100 8476 -26 4206.015659524937 4436.471812855114 25 TARGET 1 50 100 0.5 0.0015 100 8476 -27 4209.051819464173 4543.823493726326 25 TARGET 1 50 100 0.5 0.0015 100 8476 -28 4204.223192208544 4438.783757990057 25 TARGET 1 50 100 0.5 0.0015 100 8476 -29 4200.883872086753 4438.345969460227 25 TARGET 1 50 100 0.5 0.0015 100 8476 -30 4202.389904086437 4526.548295454545 25 TARGET 1 50 100 0.5 0.0015 100 8476 -31 4193.8035370797825 4445.041237571023 25 TARGET 1 50 100 0.5 0.0015 100 8476 -32 4194.1092307350855 4456.114598129735 25 TARGET 1 50 100 0.5 0.0015 100 8476 -33 4199.123635442971 4484.557846531723 25 TARGET 1 50 100 0.5 0.0015 100 8476 -34 4187.245885367345 4453.414913293087 25 TARGET 1 50 100 0.5 0.0015 100 8476 -35 4179.969750812158 4429.702658913352 25 TARGET 1 50 100 0.5 0.0015 100 8476 -36 4184.938377508812 4481.429939038826 25 TARGET 1 50 100 0.5 0.0015 100 8476 -37 4193.897851809107 4446.340243252841 25 TARGET 1 50 100 0.5 0.0015 100 8476 -38 4173.389941077441 4456.876242897727 25 TARGET 1 50 100 0.5 0.0015 100 8476 -39 4173.320510607376 4439.073412346117 25 TARGET 1 50 100 0.5 0.0015 100 8476 -40 4180.759040190314 4472.56161961411 25 TARGET 1 50 100 0.5 0.0015 100 8476 -41 4181.054881086253 4459.693122632576 25 TARGET 1 50 100 0.5 0.0015 100 8476 -42 4173.142644708807 4441.201600970644 25 TARGET 1 50 100 0.5 0.0015 100 8476 -43 4170.188929907802 4468.781671697443 25 TARGET 1 50 100 0.5 0.0015 100 8476 -44 4165.444951632207 4464.632694128788 25 TARGET 1 50 100 0.5 0.0015 100 8476 -45 4167.010540792035 4433.394109552557 25 TARGET 1 50 100 0.5 0.0015 100 8476 -46 4164.7881784150095 4479.223314689867 25 TARGET 1 50 100 0.5 0.0015 100 8476 -47 4160.428239507707 4421.848876953125 25 TARGET 1 50 100 0.5 0.0015 100 8476 -48 4157.500769412879 4412.273518880208 25 TARGET 1 50 100 0.5 0.0015 100 8476 -49 4158.52436433015 4426.984042080966 25 TARGET 1 50 100 0.5 0.0015 100 8476 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_25bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_25bs_50e_0k_TARGET.tsv deleted file mode 100644 index 8eef7995c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_25bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4984.930561309711 19049.86310369318 25 TARGET 1 50 100 0.0 0.0015 100 8816 -1 4551.810658670033 16812.00418738163 25 TARGET 1 50 100 0.0 0.0015 100 8816 -2 4478.194917929293 6289.400634765625 25 TARGET 1 50 100 0.0 0.0015 100 8816 -3 4407.874496922348 5052.868630149148 25 TARGET 1 50 100 0.0 0.0015 100 8816 -4 4385.565168284406 4982.71806196733 25 TARGET 1 50 100 0.0 0.0015 100 8816 -5 4404.7555913957285 4848.234582149621 25 TARGET 1 50 100 0.0 0.0015 100 8816 -6 4358.583272503683 4942.894494258996 25 TARGET 1 50 100 0.0 0.0015 100 8816 -7 4350.793009851115 4614.99394087358 25 TARGET 1 50 100 0.0 0.0015 100 8816 -8 4339.854476569076 4431.328879616477 25 TARGET 1 50 100 0.0 0.0015 100 8816 -9 4331.609452270097 4458.131332859848 25 TARGET 1 50 100 0.0 0.0015 100 8816 -10 4308.211387146202 4343.72343306108 25 TARGET 1 50 100 0.0 0.0015 100 8816 -11 4316.859108664773 4401.812174479167 25 TARGET 1 50 100 0.0 0.0015 100 8816 -12 4306.661529027252 4354.677712180398 25 TARGET 1 50 100 0.0 0.0015 100 8816 -13 4295.072029704598 4360.661066228693 25 TARGET 1 50 100 0.0 0.0015 100 8816 -14 4282.319478969382 4370.390099727746 25 TARGET 1 50 100 0.0 0.0015 100 8816 -15 4271.647808652936 4302.939171993371 25 TARGET 1 50 100 0.0 0.0015 100 8816 -16 4272.6779768715805 4302.434185606061 25 TARGET 1 50 100 0.0 0.0015 100 8816 -17 4281.3329227331915 4298.030428799716 25 TARGET 1 50 100 0.0 0.0015 100 8816 -18 4258.585247001262 4294.916770241477 25 TARGET 1 50 100 0.0 0.0015 100 8816 -19 4261.377559777462 4372.498949455492 25 TARGET 1 50 100 0.0 0.0015 100 8816 -20 4255.529798308607 4337.777018229167 25 TARGET 1 50 100 0.0 0.0015 100 8816 -21 4248.979454374474 4275.083991773201 25 TARGET 1 50 100 0.0 0.0015 100 8816 -22 4244.726028185501 4300.689038825758 25 TARGET 1 50 100 0.0 0.0015 100 8816 -23 4239.664702855377 4263.205803148674 25 TARGET 1 50 100 0.0 0.0015 100 8816 -24 4237.1142578125 4256.110802852746 25 TARGET 1 50 100 0.0 0.0015 100 8816 -25 4227.967099379209 4272.986268939394 25 TARGET 1 50 100 0.0 0.0015 100 8816 -26 4222.422263816551 4255.67490086411 25 TARGET 1 50 100 0.0 0.0015 100 8816 -27 4218.420464820733 4266.932491418087 25 TARGET 1 50 100 0.0 0.0015 100 8816 -28 4224.679488570602 4272.371944543087 25 TARGET 1 50 100 0.0 0.0015 100 8816 -29 4219.7703117601795 4289.812581380208 25 TARGET 1 50 100 0.0 0.0015 100 8816 -30 4225.50812610151 4254.553000710227 25 TARGET 1 50 100 0.0 0.0015 100 8816 -31 4213.456799850721 4307.837357954545 25 TARGET 1 50 100 0.0 0.0015 100 8816 -32 4218.209246600116 4296.053296638258 25 TARGET 1 50 100 0.0 0.0015 100 8816 -33 4215.358364323574 4257.703021425189 25 TARGET 1 50 100 0.0 0.0015 100 8816 -34 4212.644163395018 4266.325498638731 25 TARGET 1 50 100 0.0 0.0015 100 8816 -35 4205.291483766703 4253.770544803504 25 TARGET 1 50 100 0.0 0.0015 100 8816 -36 4199.521454782197 4245.734485973011 25 TARGET 1 50 100 0.0 0.0015 100 8816 -37 4197.8668233441185 4255.794685132576 25 TARGET 1 50 100 0.0 0.0015 100 8816 -38 4195.858679569129 4225.267407966383 25 TARGET 1 50 100 0.0 0.0015 100 8816 -39 4193.659633443813 4234.441583806818 25 TARGET 1 50 100 0.0 0.0015 100 8816 -40 4191.43835531421 4229.204582445549 25 TARGET 1 50 100 0.0 0.0015 100 8816 -41 4194.691090593435 4235.636866714015 25 TARGET 1 50 100 0.0 0.0015 100 8816 -42 4197.928888494318 4263.715576171875 25 TARGET 1 50 100 0.0 0.0015 100 8816 -43 4191.518162171848 4232.572605942235 25 TARGET 1 50 100 0.0 0.0015 100 8816 -44 4190.503515378393 4238.406471946023 25 TARGET 1 50 100 0.0 0.0015 100 8816 -45 4189.351676761101 4251.390225497159 25 TARGET 1 50 100 0.0 0.0015 100 8816 -46 4185.567816429267 4227.693662701231 25 TARGET 1 50 100 0.0 0.0015 100 8816 -47 4195.154619107744 4264.038004557292 25 TARGET 1 50 100 0.0 0.0015 100 8816 -48 4183.501750496502 4235.054132634943 25 TARGET 1 50 100 0.0 0.0015 100 8816 -49 4187.627926399411 4250.937344637784 25 TARGET 1 50 100 0.0 0.0015 100 8816 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_25bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_25bs_50e_1k_TARGET.tsv deleted file mode 100644 index 33c7f36f4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_25bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4986.148974280566 19550.829989346592 25 TARGET 1 50 100 1.0 0.0015 100 1913 -1 4546.421303694497 9717.129083806818 25 TARGET 1 50 100 1.0 0.0015 100 1913 -2 4453.696899825074 5915.871729995265 25 TARGET 1 50 100 1.0 0.0015 100 1913 -3 4419.50681127683 4969.460922703598 25 TARGET 1 50 100 1.0 0.0015 100 1913 -4 4387.8779535261465 4905.379069010417 25 TARGET 1 50 100 1.0 0.0015 100 1913 -5 4380.808531276305 4753.104018702652 25 TARGET 1 50 100 1.0 0.0015 100 1913 -6 4379.570522115688 4801.781960227273 25 TARGET 1 50 100 1.0 0.0015 100 1913 -7 4350.84069207702 4601.415416370739 25 TARGET 1 50 100 1.0 0.0015 100 1913 -8 4342.082157841435 4426.921808416193 25 TARGET 1 50 100 1.0 0.0015 100 1913 -9 4318.406659367109 4381.808053681345 25 TARGET 1 50 100 1.0 0.0015 100 1913 -10 4311.58036336674 4419.21279444839 25 TARGET 1 50 100 1.0 0.0015 100 1913 -11 4308.115226976799 4338.137436375473 25 TARGET 1 50 100 1.0 0.0015 100 1913 -12 4314.179292107271 4333.254069010417 25 TARGET 1 50 100 1.0 0.0015 100 1913 -13 4285.0111400462965 4334.463097774621 25 TARGET 1 50 100 1.0 0.0015 100 1913 -14 4277.350577717277 4309.824714429451 25 TARGET 1 50 100 1.0 0.0015 100 1913 -15 4272.946976273148 4306.437677556818 25 TARGET 1 50 100 1.0 0.0015 100 1913 -16 4268.945936414931 4282.100548946496 25 TARGET 1 50 100 1.0 0.0015 100 1913 -17 4278.8059986255785 4287.964392459754 25 TARGET 1 50 100 1.0 0.0015 100 1913 -18 4253.0246935500845 4276.816435842803 25 TARGET 1 50 100 1.0 0.0015 100 1913 -19 4253.635527639678 4299.848973129735 25 TARGET 1 50 100 1.0 0.0015 100 1913 -20 4248.1187131734005 4272.859190044981 25 TARGET 1 50 100 1.0 0.0015 100 1913 -21 4254.761637780803 4293.283521247633 25 TARGET 1 50 100 1.0 0.0015 100 1913 -22 4244.981447778567 4248.798665364583 25 TARGET 1 50 100 1.0 0.0015 100 1913 -23 4238.134471752025 4262.934296579072 25 TARGET 1 50 100 1.0 0.0015 100 1913 -24 4240.6234944661455 4259.008715080492 25 TARGET 1 50 100 1.0 0.0015 100 1913 -25 4235.025916719276 4264.263235381155 25 TARGET 1 50 100 1.0 0.0015 100 1913 -26 4233.18192915483 4261.490345348011 25 TARGET 1 50 100 1.0 0.0015 100 1913 -27 4230.110922456992 4269.647956616951 25 TARGET 1 50 100 1.0 0.0015 100 1913 -28 4220.295248217855 4305.420550722064 25 TARGET 1 50 100 1.0 0.0015 100 1913 -29 4224.346979725642 4253.570083155777 25 TARGET 1 50 100 1.0 0.0015 100 1913 -30 4208.735993972932 4240.752522786458 25 TARGET 1 50 100 1.0 0.0015 100 1913 -31 4213.69230800847 4255.360358960701 25 TARGET 1 50 100 1.0 0.0015 100 1913 -32 4206.78063348327 4236.254675662879 25 TARGET 1 50 100 1.0 0.0015 100 1913 -33 4209.89983452691 4269.714969519413 25 TARGET 1 50 100 1.0 0.0015 100 1913 -34 4202.685183952151 4243.267718690814 25 TARGET 1 50 100 1.0 0.0015 100 1913 -35 4198.631186950889 4245.324181758996 25 TARGET 1 50 100 1.0 0.0015 100 1913 -36 4206.136327056371 4246.535289417614 25 TARGET 1 50 100 1.0 0.0015 100 1913 -37 4192.89402858336 4234.495620265152 25 TARGET 1 50 100 1.0 0.0015 100 1913 -38 4192.6124859434185 4224.879113399621 25 TARGET 1 50 100 1.0 0.0015 100 1913 -39 4196.940962768966 4243.401160037879 25 TARGET 1 50 100 1.0 0.0015 100 1913 -40 4195.37173903751 4252.406679095644 25 TARGET 1 50 100 1.0 0.0015 100 1913 -41 4192.170876653909 4278.613813920455 25 TARGET 1 50 100 1.0 0.0015 100 1913 -42 4197.899804112084 4251.172474254261 25 TARGET 1 50 100 1.0 0.0015 100 1913 -43 4190.53510980574 4231.985144412879 25 TARGET 1 50 100 1.0 0.0015 100 1913 -44 4187.366075303819 4231.887170040246 25 TARGET 1 50 100 1.0 0.0015 100 1913 -45 4184.531946663905 4236.922348484848 25 TARGET 1 50 100 1.0 0.0015 100 1913 -46 4186.144861291956 4283.281301787405 25 TARGET 1 50 100 1.0 0.0015 100 1913 -47 4181.330523250079 4236.31454930161 25 TARGET 1 50 100 1.0 0.0015 100 1913 -48 4188.461751302083 4241.523851799242 25 TARGET 1 50 100 1.0 0.0015 100 1913 -49 4182.207385952625 4234.36367335464 25 TARGET 1 50 100 1.0 0.0015 100 1913 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_50bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_50bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index 0286a07b4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_50bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5191.551050873317 23258.909682765152 50 TARGET 1 100 100 0.5 0.0015 100 1500 -1 4682.291776817656 13294.728042140152 50 TARGET 1 100 100 0.5 0.0015 100 1500 -2 4554.940702598906 8364.400065104166 50 TARGET 1 100 100 0.5 0.0015 100 1500 -3 4472.37529592803 6015.15996389678 50 TARGET 1 100 100 0.5 0.0015 100 1500 -4 4432.2092227614685 5409.02314157197 50 TARGET 1 100 100 0.5 0.0015 100 1500 -5 4403.081031670876 5141.741536458333 50 TARGET 1 100 100 0.5 0.0015 100 1500 -6 4397.25242003367 5077.166060014205 50 TARGET 1 100 100 0.5 0.0015 100 1500 -7 4372.920658406986 5012.738621567235 50 TARGET 1 100 100 0.5 0.0015 100 1500 -8 4356.184511126894 4901.060546875 50 TARGET 1 100 100 0.5 0.0015 100 1500 -9 4357.176131431503 4772.061168323864 50 TARGET 1 100 100 0.5 0.0015 100 1500 -10 4340.795847472117 4771.27129202178 50 TARGET 1 100 100 0.5 0.0015 100 1500 -11 4329.236005892256 4603.899547230114 50 TARGET 1 100 100 0.5 0.0015 100 1500 -12 4323.013232915088 4487.938787286932 50 TARGET 1 100 100 0.5 0.0015 100 1500 -13 4317.62890625 4386.873993844697 50 TARGET 1 100 100 0.5 0.0015 100 1500 -14 4321.14739681976 4511.049878669508 50 TARGET 1 100 100 0.5 0.0015 100 1500 -15 4308.123671611953 4399.759321732955 50 TARGET 1 100 100 0.5 0.0015 100 1500 -16 4298.819751880787 4350.434126420455 50 TARGET 1 100 100 0.5 0.0015 100 1500 -17 4294.296878288089 4383.537434895833 50 TARGET 1 100 100 0.5 0.0015 100 1500 -18 4285.7805825178875 4388.583037405303 50 TARGET 1 100 100 0.5 0.0015 100 1500 -19 4286.964072693077 4362.601192589962 50 TARGET 1 100 100 0.5 0.0015 100 1500 -20 4269.781123408565 4333.318921638258 50 TARGET 1 100 100 0.5 0.0015 100 1500 -21 4270.618540548717 4314.808534564394 50 TARGET 1 100 100 0.5 0.0015 100 1500 -22 4266.8523006760315 4367.5166015625 50 TARGET 1 100 100 0.5 0.0015 100 1500 -23 4253.978172019676 4357.668027935606 50 TARGET 1 100 100 0.5 0.0015 100 1500 -24 4247.470569957386 4307.005001183712 50 TARGET 1 100 100 0.5 0.0015 100 1500 -25 4242.649856310501 4292.817116477273 50 TARGET 1 100 100 0.5 0.0015 100 1500 -26 4254.999547887732 4325.397120620265 50 TARGET 1 100 100 0.5 0.0015 100 1500 -27 4240.269177780408 4355.313017874053 50 TARGET 1 100 100 0.5 0.0015 100 1500 -28 4238.553969052504 4298.478190104167 50 TARGET 1 100 100 0.5 0.0015 100 1500 -29 4235.208824902673 4291.260697798295 50 TARGET 1 100 100 0.5 0.0015 100 1500 -30 4234.152988215488 4290.579249526515 50 TARGET 1 100 100 0.5 0.0015 100 1500 -31 4220.149183896254 4280.220747514205 50 TARGET 1 100 100 0.5 0.0015 100 1500 -32 4217.898779461279 4299.425426136364 50 TARGET 1 100 100 0.5 0.0015 100 1500 -33 4213.387856428872 4282.192012902462 50 TARGET 1 100 100 0.5 0.0015 100 1500 -34 4215.292963817866 4291.618637547348 50 TARGET 1 100 100 0.5 0.0015 100 1500 -35 4216.054749973695 4286.88154000947 50 TARGET 1 100 100 0.5 0.0015 100 1500 -36 4212.2150229508625 4289.907862807765 50 TARGET 1 100 100 0.5 0.0015 100 1500 -37 4213.795502222748 4306.815400094697 50 TARGET 1 100 100 0.5 0.0015 100 1500 -38 4212.25421615241 4283.548384232955 50 TARGET 1 100 100 0.5 0.0015 100 1500 -39 4211.532124631734 4313.570534446023 50 TARGET 1 100 100 0.5 0.0015 100 1500 -40 4212.258307357429 4343.216856060606 50 TARGET 1 100 100 0.5 0.0015 100 1500 -41 4206.333551991267 4280.186508641098 50 TARGET 1 100 100 0.5 0.0015 100 1500 -42 4195.820406210543 4288.805782433712 50 TARGET 1 100 100 0.5 0.0015 100 1500 -43 4196.275173611111 4274.186020359848 50 TARGET 1 100 100 0.5 0.0015 100 1500 -44 4191.942861229482 4274.188210227273 50 TARGET 1 100 100 0.5 0.0015 100 1500 -45 4203.314698087647 4249.808001893939 50 TARGET 1 100 100 0.5 0.0015 100 1500 -46 4192.624097419508 4267.966042258523 50 TARGET 1 100 100 0.5 0.0015 100 1500 -47 4186.2931183580595 4263.972685842803 50 TARGET 1 100 100 0.5 0.0015 100 1500 -48 4190.512115786774 4261.536384351326 50 TARGET 1 100 100 0.5 0.0015 100 1500 -49 4189.7158482612585 4314.102509469697 50 TARGET 1 100 100 0.5 0.0015 100 1500 -50 4181.913616141887 4265.349150686553 50 TARGET 1 100 100 0.5 0.0015 100 1500 -51 4185.729357375842 4245.925648082386 50 TARGET 1 100 100 0.5 0.0015 100 1500 -52 4180.964004465225 4287.798221472538 50 TARGET 1 100 100 0.5 0.0015 100 1500 -53 4180.8884811658245 4291.317220052083 50 TARGET 1 100 100 0.5 0.0015 100 1500 -54 4173.604202835648 4294.729654947917 50 TARGET 1 100 100 0.5 0.0015 100 1500 -55 4175.460095749158 4257.612482244318 50 TARGET 1 100 100 0.5 0.0015 100 1500 -56 4180.031457971643 4238.230483546402 50 TARGET 1 100 100 0.5 0.0015 100 1500 -57 4174.820527047822 4235.964133522727 50 TARGET 1 100 100 0.5 0.0015 100 1500 -58 4170.92378537984 4249.887591737689 50 TARGET 1 100 100 0.5 0.0015 100 1500 -59 4168.647816873158 4257.976695667614 50 TARGET 1 100 100 0.5 0.0015 100 1500 -60 4174.135762738058 4227.450506036932 50 TARGET 1 100 100 0.5 0.0015 100 1500 -61 4172.290996718487 4278.227968158144 50 TARGET 1 100 100 0.5 0.0015 100 1500 -62 4163.124552819865 4236.73779296875 50 TARGET 1 100 100 0.5 0.0015 100 1500 -63 4165.276097564183 4267.256495620265 50 TARGET 1 100 100 0.5 0.0015 100 1500 -64 4176.3320846814495 4250.641424005682 50 TARGET 1 100 100 0.5 0.0015 100 1500 -65 4160.422897595749 4260.310961174242 50 TARGET 1 100 100 0.5 0.0015 100 1500 -66 4164.887493917035 4250.508271188447 50 TARGET 1 100 100 0.5 0.0015 100 1500 -67 4163.069816820549 4247.848100142045 50 TARGET 1 100 100 0.5 0.0015 100 1500 -68 4159.579759180345 4237.428326231061 50 TARGET 1 100 100 0.5 0.0015 100 1500 -69 4161.961909130366 4249.764796401515 50 TARGET 1 100 100 0.5 0.0015 100 1500 -70 4156.372725464278 4242.717211174242 50 TARGET 1 100 100 0.5 0.0015 100 1500 -71 4155.275445700495 4251.778039180871 50 TARGET 1 100 100 0.5 0.0015 100 1500 -72 4160.2753626762415 4231.625103574811 50 TARGET 1 100 100 0.5 0.0015 100 1500 -73 4150.355002663352 4239.593291311553 50 TARGET 1 100 100 0.5 0.0015 100 1500 -74 4150.261915213331 4261.529859138258 50 TARGET 1 100 100 0.5 0.0015 100 1500 -75 4150.241890749948 4238.269131747159 50 TARGET 1 100 100 0.5 0.0015 100 1500 -76 4152.984762994529 4250.531797466856 50 TARGET 1 100 100 0.5 0.0015 100 1500 -77 4145.375568839436 4256.822162050189 50 TARGET 1 100 100 0.5 0.0015 100 1500 -78 4145.98137379656 4238.029415246212 50 TARGET 1 100 100 0.5 0.0015 100 1500 -79 4150.000832708596 4239.050411339962 50 TARGET 1 100 100 0.5 0.0015 100 1500 -80 4150.694515960385 4257.125443892045 50 TARGET 1 100 100 0.5 0.0015 100 1500 -81 4141.6272252143835 4223.879409327652 50 TARGET 1 100 100 0.5 0.0015 100 1500 -82 4141.972950533986 4226.579323508523 50 TARGET 1 100 100 0.5 0.0015 100 1500 -83 4140.526730521359 4228.675381747159 50 TARGET 1 100 100 0.5 0.0015 100 1500 -84 4140.814850161774 4226.202725497159 50 TARGET 1 100 100 0.5 0.0015 100 1500 -85 4138.962354666456 4264.605261600379 50 TARGET 1 100 100 0.5 0.0015 100 1500 -86 4140.566171973643 4226.39521188447 50 TARGET 1 100 100 0.5 0.0015 100 1500 -87 4139.078185007628 4248.556803385417 50 TARGET 1 100 100 0.5 0.0015 100 1500 -88 4138.304285531092 4237.223040956439 50 TARGET 1 100 100 0.5 0.0015 100 1500 -89 4131.465453690551 4244.158262310606 50 TARGET 1 100 100 0.5 0.0015 100 1500 -90 4134.76396040483 4236.957238399621 50 TARGET 1 100 100 0.5 0.0015 100 1500 -91 4132.920511264993 4233.876553622159 50 TARGET 1 100 100 0.5 0.0015 100 1500 -92 4134.990573870213 4240.413589015152 50 TARGET 1 100 100 0.5 0.0015 100 1500 -93 4134.905250420876 4225.96845407197 50 TARGET 1 100 100 0.5 0.0015 100 1500 -94 4129.020569464173 4228.12323922822 50 TARGET 1 100 100 0.5 0.0015 100 1500 -95 4131.420619771938 4245.054421164773 50 TARGET 1 100 100 0.5 0.0015 100 1500 -96 4129.207060842803 4227.924138849432 50 TARGET 1 100 100 0.5 0.0015 100 1500 -97 4123.619430798874 4225.94873046875 50 TARGET 1 100 100 0.5 0.0015 100 1500 -98 4129.67059922138 4223.270419034091 50 TARGET 1 100 100 0.5 0.0015 100 1500 -99 4128.549717553135 4237.415261008523 50 TARGET 1 100 100 0.5 0.0015 100 1500 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_50bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_50bs_100e_0k_TARGET.tsv deleted file mode 100644 index 21a2fb3ae..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_50bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5206.264853943077 29422.32439630682 50 TARGET 1 100 100 0.0 0.0015 100 2405 -1 4692.4648158012415 16962.006273674244 50 TARGET 1 100 100 0.0 0.0015 100 2405 -2 4556.457376499368 10072.92294034091 50 TARGET 1 100 100 0.0 0.0015 100 2405 -3 4474.934333570076 6859.132501775568 50 TARGET 1 100 100 0.0 0.0015 100 2405 -4 4426.1692428845745 5853.013109611742 50 TARGET 1 100 100 0.0 0.0015 100 2405 -5 4408.96686099274 5554.960108901515 50 TARGET 1 100 100 0.0 0.0015 100 2405 -6 4390.73342309817 5121.078406131629 50 TARGET 1 100 100 0.0 0.0015 100 2405 -7 4377.2062042955595 4950.895892518939 50 TARGET 1 100 100 0.0 0.0015 100 2405 -8 4383.846155237268 4986.689823035038 50 TARGET 1 100 100 0.0 0.0015 100 2405 -9 4357.745771517256 4856.14306640625 50 TARGET 1 100 100 0.0 0.0015 100 2405 -10 4351.133271188447 4691.796741832386 50 TARGET 1 100 100 0.0 0.0015 100 2405 -11 4350.18376473064 4641.386955492424 50 TARGET 1 100 100 0.0 0.0015 100 2405 -12 4337.810300268308 4638.531486742424 50 TARGET 1 100 100 0.0 0.0015 100 2405 -13 4323.389640217277 4505.958525686553 50 TARGET 1 100 100 0.0 0.0015 100 2405 -14 4318.769756484112 4444.267652107008 50 TARGET 1 100 100 0.0 0.0015 100 2405 -15 4300.249085911195 4405.8681640625 50 TARGET 1 100 100 0.0 0.0015 100 2405 -16 4310.020645912247 4418.056315104167 50 TARGET 1 100 100 0.0 0.0015 100 2405 -17 4289.477968158144 4377.850467566288 50 TARGET 1 100 100 0.0 0.0015 100 2405 -18 4285.18397516835 4429.07646780303 50 TARGET 1 100 100 0.0 0.0015 100 2405 -19 4278.66924124053 4337.429702296402 50 TARGET 1 100 100 0.0 0.0015 100 2405 -20 4269.1292268387 4360.483324455492 50 TARGET 1 100 100 0.0 0.0015 100 2405 -21 4268.659253669508 4374.881273674242 50 TARGET 1 100 100 0.0 0.0015 100 2405 -22 4271.615030513468 4299.737866950758 50 TARGET 1 100 100 0.0 0.0015 100 2405 -23 4256.501418810501 4322.670395359848 50 TARGET 1 100 100 0.0 0.0015 100 2405 -24 4251.820735019465 4329.791962594697 50 TARGET 1 100 100 0.0 0.0015 100 2405 -25 4252.110996027988 4314.647594105114 50 TARGET 1 100 100 0.0 0.0015 100 2405 -26 4241.951309974747 4308.907877604167 50 TARGET 1 100 100 0.0 0.0015 100 2405 -27 4243.923879090383 4323.847700639205 50 TARGET 1 100 100 0.0 0.0015 100 2405 -28 4247.512601601957 4296.316524621212 50 TARGET 1 100 100 0.0 0.0015 100 2405 -29 4233.022750289352 4315.498653527462 50 TARGET 1 100 100 0.0 0.0015 100 2405 -30 4231.5340300794405 4296.3173828125 50 TARGET 1 100 100 0.0 0.0015 100 2405 -31 4230.387461858165 4281.957238399621 50 TARGET 1 100 100 0.0 0.0015 100 2405 -32 4220.581894794297 4275.388597892992 50 TARGET 1 100 100 0.0 0.0015 100 2405 -33 4221.922557278514 4281.433357007576 50 TARGET 1 100 100 0.0 0.0015 100 2405 -34 4214.030314538615 4282.315015388258 50 TARGET 1 100 100 0.0 0.0015 100 2405 -35 4217.319125499789 4291.825861150568 50 TARGET 1 100 100 0.0 0.0015 100 2405 -36 4221.671975286721 4282.183623342803 50 TARGET 1 100 100 0.0 0.0015 100 2405 -37 4209.154706242109 4269.043782552083 50 TARGET 1 100 100 0.0 0.0015 100 2405 -38 4212.052153205229 4284.227361505682 50 TARGET 1 100 100 0.0 0.0015 100 2405 -39 4206.725178214436 4276.283321496212 50 TARGET 1 100 100 0.0 0.0015 100 2405 -40 4200.48781762942 4267.322354403409 50 TARGET 1 100 100 0.0 0.0015 100 2405 -41 4202.868425465594 4258.33232717803 50 TARGET 1 100 100 0.0 0.0015 100 2405 -42 4197.281345354588 4286.876065340909 50 TARGET 1 100 100 0.0 0.0015 100 2405 -43 4198.494767005997 4267.800366950758 50 TARGET 1 100 100 0.0 0.0015 100 2405 -44 4191.925289680661 4265.634158972538 50 TARGET 1 100 100 0.0 0.0015 100 2405 -45 4190.205702861953 4257.550958806818 50 TARGET 1 100 100 0.0 0.0015 100 2405 -46 4192.624099063552 4276.744910037879 50 TARGET 1 100 100 0.0 0.0015 100 2405 -47 4186.389332780935 4267.037479285038 50 TARGET 1 100 100 0.0 0.0015 100 2405 -48 4188.194521714541 4318.598780776515 50 TARGET 1 100 100 0.0 0.0015 100 2405 -49 4191.876232211437 4252.05634469697 50 TARGET 1 100 100 0.0 0.0015 100 2405 -50 4187.063493002946 4270.073597301136 50 TARGET 1 100 100 0.0 0.0015 100 2405 -51 4184.283809777462 4244.049212831439 50 TARGET 1 100 100 0.0 0.0015 100 2405 -52 4190.673916903409 4269.212180397727 50 TARGET 1 100 100 0.0 0.0015 100 2405 -53 4182.249089199285 4265.535896070076 50 TARGET 1 100 100 0.0 0.0015 100 2405 -54 4182.040553648464 4266.313343394886 50 TARGET 1 100 100 0.0 0.0015 100 2405 -55 4179.08758401068 4247.398274739583 50 TARGET 1 100 100 0.0 0.0015 100 2405 -56 4176.225653343329 4235.674686316288 50 TARGET 1 100 100 0.0 0.0015 100 2405 -57 4173.895659064604 4235.097537878788 50 TARGET 1 100 100 0.0 0.0015 100 2405 -58 4171.645704275831 4272.85107421875 50 TARGET 1 100 100 0.0 0.0015 100 2405 -59 4169.057559645938 4245.819883404356 50 TARGET 1 100 100 0.0 0.0015 100 2405 -60 4167.9311580979065 4235.646203243371 50 TARGET 1 100 100 0.0 0.0015 100 2405 -61 4170.5778044113 4236.579634232955 50 TARGET 1 100 100 0.0 0.0015 100 2405 -62 4169.699092158565 4247.413633404356 50 TARGET 1 100 100 0.0 0.0015 100 2405 -63 4163.551085398253 4248.44306344697 50 TARGET 1 100 100 0.0 0.0015 100 2405 -64 4168.690552168824 4246.222892992424 50 TARGET 1 100 100 0.0 0.0015 100 2405 -65 4162.467331189499 4238.499955610795 50 TARGET 1 100 100 0.0 0.0015 100 2405 -66 4163.036340784143 4229.066583806818 50 TARGET 1 100 100 0.0 0.0015 100 2405 -67 4161.883049242424 4276.825624408144 50 TARGET 1 100 100 0.0 0.0015 100 2405 -68 4164.880706478851 4235.169093276515 50 TARGET 1 100 100 0.0 0.0015 100 2405 -69 4160.363573067919 4243.892193418561 50 TARGET 1 100 100 0.0 0.0015 100 2405 -70 4158.905233980429 4257.510002367424 50 TARGET 1 100 100 0.0 0.0015 100 2405 -71 4160.055377176715 4244.623180042614 50 TARGET 1 100 100 0.0 0.0015 100 2405 -72 4159.61482829598 4250.403586647727 50 TARGET 1 100 100 0.0 0.0015 100 2405 -73 4161.615575514257 4242.231859611742 50 TARGET 1 100 100 0.0 0.0015 100 2405 -74 4152.996632996633 4224.649695194129 50 TARGET 1 100 100 0.0 0.0015 100 2405 -75 4154.21895303951 4245.8251953125 50 TARGET 1 100 100 0.0 0.0015 100 2405 -76 4152.8244390519785 4238.129572088068 50 TARGET 1 100 100 0.0 0.0015 100 2405 -77 4144.557346742161 4255.992320667614 50 TARGET 1 100 100 0.0 0.0015 100 2405 -78 4149.1960169731165 4247.078450520833 50 TARGET 1 100 100 0.0 0.0015 100 2405 -79 4141.426623000842 4238.267785274621 50 TARGET 1 100 100 0.0 0.0015 100 2405 -80 4147.354387790667 4231.012517755682 50 TARGET 1 100 100 0.0 0.0015 100 2405 -81 4146.858037569707 4240.536857836174 50 TARGET 1 100 100 0.0 0.0015 100 2405 -82 4143.204078545876 4226.994022253788 50 TARGET 1 100 100 0.0 0.0015 100 2405 -83 4146.815826724274 4234.796727035985 50 TARGET 1 100 100 0.0 0.0015 100 2405 -84 4146.887607356113 4239.557188091856 50 TARGET 1 100 100 0.0 0.0015 100 2405 -85 4145.739602239846 4241.63213186553 50 TARGET 1 100 100 0.0 0.0015 100 2405 -86 4137.3298652212225 4235.921268347538 50 TARGET 1 100 100 0.0 0.0015 100 2405 -87 4132.888089883207 4247.779400449811 50 TARGET 1 100 100 0.0 0.0015 100 2405 -88 4141.004909117214 4230.659386837121 50 TARGET 1 100 100 0.0 0.0015 100 2405 -89 4135.618168994634 4284.245383522727 50 TARGET 1 100 100 0.0 0.0015 100 2405 -90 4136.855203236795 4234.854625355114 50 TARGET 1 100 100 0.0 0.0015 100 2405 -91 4136.14013671875 4230.912272135417 50 TARGET 1 100 100 0.0 0.0015 100 2405 -92 4134.71915279093 4246.965420809659 50 TARGET 1 100 100 0.0 0.0015 100 2405 -93 4136.114668823653 4241.283602627841 50 TARGET 1 100 100 0.0 0.0015 100 2405 -94 4126.5362528277565 4225.649428858902 50 TARGET 1 100 100 0.0 0.0015 100 2405 -95 4128.890728574811 4230.71015329072 50 TARGET 1 100 100 0.0 0.0015 100 2405 -96 4129.462450843066 4216.087520714962 50 TARGET 1 100 100 0.0 0.0015 100 2405 -97 4125.594183205755 4232.809821851326 50 TARGET 1 100 100 0.0 0.0015 100 2405 -98 4126.161080203073 4234.314586292614 50 TARGET 1 100 100 0.0 0.0015 100 2405 -99 4125.926683830492 4250.238739938447 50 TARGET 1 100 100 0.0 0.0015 100 2405 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_50bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_50bs_100e_1k_TARGET.tsv deleted file mode 100644 index fdf69c68e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_50bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5210.75331110585 29375.248401988636 50 TARGET 1 100 100 1.0 0.0015 100 396 -1 4682.150402133312 22149.350911458332 50 TARGET 1 100 100 1.0 0.0015 100 396 -2 4552.766307278514 10954.53749408144 50 TARGET 1 100 100 1.0 0.0015 100 396 -3 4476.169645675505 7499.044907078598 50 TARGET 1 100 100 1.0 0.0015 100 396 -4 4428.610154277147 5950.515447443182 50 TARGET 1 100 100 1.0 0.0015 100 396 -5 4403.8002617319025 5245.583170572917 50 TARGET 1 100 100 1.0 0.0015 100 396 -6 4397.001915311974 5036.668590198864 50 TARGET 1 100 100 1.0 0.0015 100 396 -7 4386.896556712963 4989.639204545455 50 TARGET 1 100 100 1.0 0.0015 100 396 -8 4369.079815077862 4984.420055042614 50 TARGET 1 100 100 1.0 0.0015 100 396 -9 4354.804916022201 4775.763301964962 50 TARGET 1 100 100 1.0 0.0015 100 396 -10 4353.588339449179 4636.17510061553 50 TARGET 1 100 100 1.0 0.0015 100 396 -11 4340.118828256524 4556.628891453598 50 TARGET 1 100 100 1.0 0.0015 100 396 -12 4340.1405345775465 4505.196806936553 50 TARGET 1 100 100 1.0 0.0015 100 396 -13 4326.482798361217 4383.12128610322 50 TARGET 1 100 100 1.0 0.0015 100 396 -14 4314.270267781986 4369.696377840909 50 TARGET 1 100 100 1.0 0.0015 100 396 -15 4308.234508167614 4284.759736032197 50 TARGET 1 100 100 1.0 0.0015 100 396 -16 4310.623729153514 4311.806255918561 50 TARGET 1 100 100 1.0 0.0015 100 396 -17 4296.680003156565 4258.822354403409 50 TARGET 1 100 100 1.0 0.0015 100 396 -18 4299.64499487058 4300.189541903409 50 TARGET 1 100 100 1.0 0.0015 100 396 -19 4285.751828177609 4261.303355823864 50 TARGET 1 100 100 1.0 0.0015 100 396 -20 4280.60867299295 4245.405672940341 50 TARGET 1 100 100 1.0 0.0015 100 396 -21 4283.228749079335 4218.922733191288 50 TARGET 1 100 100 1.0 0.0015 100 396 -22 4273.550656302609 4218.883507930871 50 TARGET 1 100 100 1.0 0.0015 100 396 -23 4262.459791600905 4219.833939985795 50 TARGET 1 100 100 1.0 0.0015 100 396 -24 4269.577284893203 4217.48271780303 50 TARGET 1 100 100 1.0 0.0015 100 396 -25 4254.8625726667715 4234.860381155303 50 TARGET 1 100 100 1.0 0.0015 100 396 -26 4255.090743042403 4210.985395951705 50 TARGET 1 100 100 1.0 0.0015 100 396 -27 4249.423497672033 4211.30829782197 50 TARGET 1 100 100 1.0 0.0015 100 396 -28 4249.199080650253 4223.832282788826 50 TARGET 1 100 100 1.0 0.0015 100 396 -29 4248.574637981376 4307.154252485795 50 TARGET 1 100 100 1.0 0.0015 100 396 -30 4242.393600720749 4189.643584280303 50 TARGET 1 100 100 1.0 0.0015 100 396 -31 4239.977733059764 4175.61103219697 50 TARGET 1 100 100 1.0 0.0015 100 396 -32 4234.145216816603 4202.774562026515 50 TARGET 1 100 100 1.0 0.0015 100 396 -33 4228.892783630577 4177.528571851326 50 TARGET 1 100 100 1.0 0.0015 100 396 -34 4219.325289023043 4180.674257220644 50 TARGET 1 100 100 1.0 0.0015 100 396 -35 4228.282675386679 4208.813106652462 50 TARGET 1 100 100 1.0 0.0015 100 396 -36 4225.640610203598 4185.368607954545 50 TARGET 1 100 100 1.0 0.0015 100 396 -37 4224.705295138889 4159.325772372159 50 TARGET 1 100 100 1.0 0.0015 100 396 -38 4213.811151883418 4161.690843986742 50 TARGET 1 100 100 1.0 0.0015 100 396 -39 4213.094188959912 4158.320519649621 50 TARGET 1 100 100 1.0 0.0015 100 396 -40 4215.071137810396 4173.044211647727 50 TARGET 1 100 100 1.0 0.0015 100 396 -41 4208.255770596591 4168.720821496212 50 TARGET 1 100 100 1.0 0.0015 100 396 -42 4211.699953637942 4158.585922703598 50 TARGET 1 100 100 1.0 0.0015 100 396 -43 4209.427431870791 4168.828391335227 50 TARGET 1 100 100 1.0 0.0015 100 396 -44 4204.571247961385 4194.050115411932 50 TARGET 1 100 100 1.0 0.0015 100 396 -45 4208.464159827441 4151.124896425189 50 TARGET 1 100 100 1.0 0.0015 100 396 -46 4203.408300123632 4148.745235558712 50 TARGET 1 100 100 1.0 0.0015 100 396 -47 4201.040986032197 4136.455891927083 50 TARGET 1 100 100 1.0 0.0015 100 396 -48 4200.536793718435 4180.301003196023 50 TARGET 1 100 100 1.0 0.0015 100 396 -49 4196.900926583544 4148.083126183712 50 TARGET 1 100 100 1.0 0.0015 100 396 -50 4197.580998789983 4177.941302675189 50 TARGET 1 100 100 1.0 0.0015 100 396 -51 4196.7195062605215 4145.297821969697 50 TARGET 1 100 100 1.0 0.0015 100 396 -52 4189.20953677399 4136.595629142992 50 TARGET 1 100 100 1.0 0.0015 100 396 -53 4191.972205781776 4139.181359493371 50 TARGET 1 100 100 1.0 0.0015 100 396 -54 4196.279931476221 4140.537331321023 50 TARGET 1 100 100 1.0 0.0015 100 396 -55 4186.80677954677 4182.079042376894 50 TARGET 1 100 100 1.0 0.0015 100 396 -56 4185.725373855745 4151.57148141572 50 TARGET 1 100 100 1.0 0.0015 100 396 -57 4183.128043948601 4137.98505563447 50 TARGET 1 100 100 1.0 0.0015 100 396 -58 4191.28639668166 4151.757753314394 50 TARGET 1 100 100 1.0 0.0015 100 396 -59 4178.737104114057 4160.887103456439 50 TARGET 1 100 100 1.0 0.0015 100 396 -60 4188.401934382891 4151.632250236742 50 TARGET 1 100 100 1.0 0.0015 100 396 -61 4184.774489688552 4143.286591500947 50 TARGET 1 100 100 1.0 0.0015 100 396 -62 4173.022066366793 4124.342277758049 50 TARGET 1 100 100 1.0 0.0015 100 396 -63 4177.765918461963 4128.77959280303 50 TARGET 1 100 100 1.0 0.0015 100 396 -64 4174.706583247843 4151.370738636364 50 TARGET 1 100 100 1.0 0.0015 100 396 -65 4170.191264862164 4132.629069010417 50 TARGET 1 100 100 1.0 0.0015 100 396 -66 4177.610737912984 4132.645189689867 50 TARGET 1 100 100 1.0 0.0015 100 396 -67 4174.102345887258 4136.116714015152 50 TARGET 1 100 100 1.0 0.0015 100 396 -68 4171.6477034340805 4137.227494673295 50 TARGET 1 100 100 1.0 0.0015 100 396 -69 4173.967821114794 4144.702222419508 50 TARGET 1 100 100 1.0 0.0015 100 396 -70 4166.670430706808 4129.209931344697 50 TARGET 1 100 100 1.0 0.0015 100 396 -71 4170.679581459122 4111.93329782197 50 TARGET 1 100 100 1.0 0.0015 100 396 -72 4161.65870209254 4126.208466500947 50 TARGET 1 100 100 1.0 0.0015 100 396 -73 4162.379318905198 4141.675603693182 50 TARGET 1 100 100 1.0 0.0015 100 396 -74 4171.040198534827 4129.036769057765 50 TARGET 1 100 100 1.0 0.0015 100 396 -75 4165.212133542455 4137.329708214962 50 TARGET 1 100 100 1.0 0.0015 100 396 -76 4164.541520346696 4136.517060250947 50 TARGET 1 100 100 1.0 0.0015 100 396 -77 4160.300001150831 4167.263716264205 50 TARGET 1 100 100 1.0 0.0015 100 396 -78 4159.580784242161 4137.744776870265 50 TARGET 1 100 100 1.0 0.0015 100 396 -79 4155.164761218961 4140.764855587121 50 TARGET 1 100 100 1.0 0.0015 100 396 -80 4154.155389342645 4120.977938565341 50 TARGET 1 100 100 1.0 0.0015 100 396 -81 4154.057584306608 4134.386215672348 50 TARGET 1 100 100 1.0 0.0015 100 396 -82 4158.024400910143 4124.16435102983 50 TARGET 1 100 100 1.0 0.0015 100 396 -83 4150.404049446286 4122.314578894413 50 TARGET 1 100 100 1.0 0.0015 100 396 -84 4156.4273069234005 4126.51289506392 50 TARGET 1 100 100 1.0 0.0015 100 396 -85 4149.62156065867 4137.134913589015 50 TARGET 1 100 100 1.0 0.0015 100 396 -86 4153.261007700705 4131.34628758286 50 TARGET 1 100 100 1.0 0.0015 100 396 -87 4149.741533992266 4138.537671638258 50 TARGET 1 100 100 1.0 0.0015 100 396 -88 4151.734849306871 4138.359611742424 50 TARGET 1 100 100 1.0 0.0015 100 396 -89 4147.4416487465805 4117.873683120265 50 TARGET 1 100 100 1.0 0.0015 100 396 -90 4147.264408406986 4141.087816642992 50 TARGET 1 100 100 1.0 0.0015 100 396 -91 4141.654636370213 4132.994865648674 50 TARGET 1 100 100 1.0 0.0015 100 396 -92 4144.629175873317 4129.38251657197 50 TARGET 1 100 100 1.0 0.0015 100 396 -93 4140.940841520675 4145.323996803977 50 TARGET 1 100 100 1.0 0.0015 100 396 -94 4140.770257095696 4119.496056758996 50 TARGET 1 100 100 1.0 0.0015 100 396 -95 4134.470575711543 4118.923110499527 50 TARGET 1 100 100 1.0 0.0015 100 396 -96 4138.833099878998 4117.443026455966 50 TARGET 1 100 100 1.0 0.0015 100 396 -97 4140.493360525831 4111.548768939394 50 TARGET 1 100 100 1.0 0.0015 100 396 -98 4141.713568793402 4120.380393288352 50 TARGET 1 100 100 1.0 0.0015 100 396 -99 4134.254332879577 4172.69463186553 50 TARGET 1 100 100 1.0 0.0015 100 396 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_50bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_50bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index 2468d3b2e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_50bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5215.906800754945 24135.910984848484 50 TARGET 1 50 100 0.5 0.0015 100 933 -1 4715.385396938132 24059.795928030304 50 TARGET 1 50 100 0.5 0.0015 100 933 -2 4547.288372001262 16368.235469933712 50 TARGET 1 50 100 0.5 0.0015 100 933 -3 4479.444079466541 7618.280924479167 50 TARGET 1 50 100 0.5 0.0015 100 933 -4 4433.204420507155 5918.064290364583 50 TARGET 1 50 100 0.5 0.0015 100 933 -5 4406.653205229377 5517.644664417614 50 TARGET 1 50 100 0.5 0.0015 100 933 -6 4396.64228219697 5098.626790364583 50 TARGET 1 50 100 0.5 0.0015 100 933 -7 4375.747514204545 4969.961603338068 50 TARGET 1 50 100 0.5 0.0015 100 933 -8 4369.513961226852 4926.086943655303 50 TARGET 1 50 100 0.5 0.0015 100 933 -9 4361.760531749789 4660.31719045928 50 TARGET 1 50 100 0.5 0.0015 100 933 -10 4341.34366450968 4602.753181226326 50 TARGET 1 50 100 0.5 0.0015 100 933 -11 4330.027029737479 4503.889766808712 50 TARGET 1 50 100 0.5 0.0015 100 933 -12 4321.2565268571125 4475.103870738636 50 TARGET 1 50 100 0.5 0.0015 100 933 -13 4318.791352654146 4500.204323508523 50 TARGET 1 50 100 0.5 0.0015 100 933 -14 4309.5097935737585 4463.056714607008 50 TARGET 1 50 100 0.5 0.0015 100 933 -15 4307.596176609848 4398.875133167614 50 TARGET 1 50 100 0.5 0.0015 100 933 -16 4298.375077270097 4422.892918442235 50 TARGET 1 50 100 0.5 0.0015 100 933 -17 4285.157997619423 4346.855320785985 50 TARGET 1 50 100 0.5 0.0015 100 933 -18 4284.646061855535 4354.855084043561 50 TARGET 1 50 100 0.5 0.0015 100 933 -19 4288.604950875947 4324.496315696023 50 TARGET 1 50 100 0.5 0.0015 100 933 -20 4275.868124605429 4315.436242305871 50 TARGET 1 50 100 0.5 0.0015 100 933 -21 4273.894062697285 4324.76689749053 50 TARGET 1 50 100 0.5 0.0015 100 933 -22 4264.317272661511 4383.01904296875 50 TARGET 1 50 100 0.5 0.0015 100 933 -23 4263.893202861953 4290.569779829545 50 TARGET 1 50 100 0.5 0.0015 100 933 -24 4260.841354626999 4301.018613873106 50 TARGET 1 50 100 0.5 0.0015 100 933 -25 4252.595856021149 4299.823271780303 50 TARGET 1 50 100 0.5 0.0015 100 933 -26 4250.999556107955 4289.871049360795 50 TARGET 1 50 100 0.5 0.0015 100 933 -27 4238.945593631629 4283.889899976326 50 TARGET 1 50 100 0.5 0.0015 100 933 -28 4240.960588962542 4298.517578125 50 TARGET 1 50 100 0.5 0.0015 100 933 -29 4232.364032578388 4271.382176254735 50 TARGET 1 50 100 0.5 0.0015 100 933 -30 4232.04782690183 4289.011866714015 50 TARGET 1 50 100 0.5 0.0015 100 933 -31 4236.495954006208 4274.037775213068 50 TARGET 1 50 100 0.5 0.0015 100 933 -32 4228.601230402988 4345.506244081439 50 TARGET 1 50 100 0.5 0.0015 100 933 -33 4221.68407134496 4274.351251775568 50 TARGET 1 50 100 0.5 0.0015 100 933 -34 4220.888844499685 4277.591589725379 50 TARGET 1 50 100 0.5 0.0015 100 933 -35 4216.780087660459 4252.262236624053 50 TARGET 1 50 100 0.5 0.0015 100 933 -36 4211.372688473274 4292.729595762311 50 TARGET 1 50 100 0.5 0.0015 100 933 -37 4215.459032052294 4246.282241358902 50 TARGET 1 50 100 0.5 0.0015 100 933 -38 4213.453750558975 4241.200076941288 50 TARGET 1 50 100 0.5 0.0015 100 933 -39 4209.934200402462 4261.010475852273 50 TARGET 1 50 100 0.5 0.0015 100 933 -40 4207.739801991267 4248.705995501894 50 TARGET 1 50 100 0.5 0.0015 100 933 -41 4210.51203605061 4243.008167613636 50 TARGET 1 50 100 0.5 0.0015 100 933 -42 4206.509849471276 4258.271617542614 50 TARGET 1 50 100 0.5 0.0015 100 933 -43 4200.309710056292 4258.465583570076 50 TARGET 1 50 100 0.5 0.0015 100 933 -44 4203.126221525147 4259.160866477273 50 TARGET 1 50 100 0.5 0.0015 100 933 -45 4195.405283301768 4241.0380859375 50 TARGET 1 50 100 0.5 0.0015 100 933 -46 4190.710807620476 4259.493001302083 50 TARGET 1 50 100 0.5 0.0015 100 933 -47 4194.417850378788 4235.835330847538 50 TARGET 1 50 100 0.5 0.0015 100 933 -48 4192.352568655303 4253.856016216856 50 TARGET 1 50 100 0.5 0.0015 100 933 -49 4187.29636205808 4222.773837002841 50 TARGET 1 50 100 0.5 0.0015 100 933 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_50bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_50bs_50e_0k_TARGET.tsv deleted file mode 100644 index 1184fa873..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.0015lr_50bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5203.434371383102 22543.543797348484 50 TARGET 1 50 100 0.0 0.0015 100 9087 -1 4693.754050925926 14954.388612689394 50 TARGET 1 50 100 0.0 0.0015 100 9087 -2 4546.11710200968 8656.831912878788 50 TARGET 1 50 100 0.0 0.0015 100 9087 -3 4487.87147516835 7583.794122869318 50 TARGET 1 50 100 0.0 0.0015 100 9087 -4 4434.655636771359 6534.839666193182 50 TARGET 1 50 100 0.0 0.0015 100 9087 -5 4419.6400167034935 5387.055693655303 50 TARGET 1 50 100 0.0 0.0015 100 9087 -6 4385.522257075968 5584.150079900568 50 TARGET 1 50 100 0.0 0.0015 100 9087 -7 4376.279101233691 5163.486757220644 50 TARGET 1 50 100 0.0 0.0015 100 9087 -8 4361.372484611742 4958.469889322917 50 TARGET 1 50 100 0.0 0.0015 100 9087 -9 4353.160741529882 4776.596531723485 50 TARGET 1 50 100 0.0 0.0015 100 9087 -10 4344.490257391624 4672.746123342803 50 TARGET 1 50 100 0.0 0.0015 100 9087 -11 4346.569414851641 4623.260801373106 50 TARGET 1 50 100 0.0 0.0015 100 9087 -12 4332.367452191183 4580.597730232008 50 TARGET 1 50 100 0.0 0.0015 100 9087 -13 4312.729536576705 4492.28564453125 50 TARGET 1 50 100 0.0 0.0015 100 9087 -14 4314.494170217803 4422.25517874053 50 TARGET 1 50 100 0.0 0.0015 100 9087 -15 4315.245360506103 4467.04619436553 50 TARGET 1 50 100 0.0 0.0015 100 9087 -16 4300.327835648148 4413.390092329545 50 TARGET 1 50 100 0.0 0.0015 100 9087 -17 4292.414309106692 4385.425263375947 50 TARGET 1 50 100 0.0 0.0015 100 9087 -18 4288.493744410248 4431.407359730114 50 TARGET 1 50 100 0.0 0.0015 100 9087 -19 4279.206235532408 4350.858339251894 50 TARGET 1 50 100 0.0 0.0015 100 9087 -20 4275.842127327967 4335.926713423295 50 TARGET 1 50 100 0.0 0.0015 100 9087 -21 4265.918886126894 4357.885076349432 50 TARGET 1 50 100 0.0 0.0015 100 9087 -22 4257.441001815026 4330.021691524621 50 TARGET 1 50 100 0.0 0.0015 100 9087 -23 4261.03392650463 4345.92119436553 50 TARGET 1 50 100 0.0 0.0015 100 9087 -24 4254.156812263258 4309.239302201705 50 TARGET 1 50 100 0.0 0.0015 100 9087 -25 4243.565206097433 4309.412494081439 50 TARGET 1 50 100 0.0 0.0015 100 9087 -26 4247.643321233165 4349.002293442235 50 TARGET 1 50 100 0.0 0.0015 100 9087 -27 4245.529372501052 4295.497543797348 50 TARGET 1 50 100 0.0 0.0015 100 9087 -28 4240.458027541035 4315.689334753788 50 TARGET 1 50 100 0.0 0.0015 100 9087 -29 4235.920009009365 4297.672466856061 50 TARGET 1 50 100 0.0 0.0015 100 9087 -30 4229.885436395202 4303.633937026515 50 TARGET 1 50 100 0.0 0.0015 100 9087 -31 4226.83625480061 4303.3291015625 50 TARGET 1 50 100 0.0 0.0015 100 9087 -32 4218.892290417193 4320.579930160985 50 TARGET 1 50 100 0.0 0.0015 100 9087 -33 4225.963960898043 4301.34326171875 50 TARGET 1 50 100 0.0 0.0015 100 9087 -34 4226.813144465488 4297.63652639678 50 TARGET 1 50 100 0.0 0.0015 100 9087 -35 4222.050754945286 4289.835567589962 50 TARGET 1 50 100 0.0 0.0015 100 9087 -36 4215.458042337437 4280.676905776515 50 TARGET 1 50 100 0.0 0.0015 100 9087 -37 4214.259140888047 4334.300337357955 50 TARGET 1 50 100 0.0 0.0015 100 9087 -38 4211.946341671927 4291.880134351326 50 TARGET 1 50 100 0.0 0.0015 100 9087 -39 4204.7241819234005 4302.891009706439 50 TARGET 1 50 100 0.0 0.0015 100 9087 -40 4202.537885364057 4274.129483309659 50 TARGET 1 50 100 0.0 0.0015 100 9087 -41 4195.762274437079 4276.304214015152 50 TARGET 1 50 100 0.0 0.0015 100 9087 -42 4200.017071759259 4283.542214133523 50 TARGET 1 50 100 0.0 0.0015 100 9087 -43 4195.115494134049 4282.157966382576 50 TARGET 1 50 100 0.0 0.0015 100 9087 -44 4190.639150291982 4285.650716145833 50 TARGET 1 50 100 0.0 0.0015 100 9087 -45 4191.4042064525465 4258.893673058712 50 TARGET 1 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0.0015 100 8848 -2 4542.143475773359 10841.261067708334 50 TARGET 1 50 100 1.0 0.0015 100 8848 -3 4469.8029481008 6862.678562973485 50 TARGET 1 50 100 1.0 0.0015 100 8848 -4 4424.086858164983 5787.336322206439 50 TARGET 1 50 100 1.0 0.0015 100 8848 -5 4399.426780829124 5360.908173532197 50 TARGET 1 50 100 1.0 0.0015 100 8848 -6 4384.572061763468 5062.200047348485 50 TARGET 1 50 100 1.0 0.0015 100 8848 -7 4366.097751604588 4987.920454545455 50 TARGET 1 50 100 1.0 0.0015 100 8848 -8 4357.076127485795 4863.074085582386 50 TARGET 1 50 100 1.0 0.0015 100 8848 -9 4362.982471196338 4655.791489109848 50 TARGET 1 50 100 1.0 0.0015 100 8848 -10 4338.527366766624 4594.297022964015 50 TARGET 1 50 100 1.0 0.0015 100 8848 -11 4322.0390608559555 4634.628284801136 50 TARGET 1 50 100 1.0 0.0015 100 8848 -12 4312.966739333438 4523.358709161932 50 TARGET 1 50 100 1.0 0.0015 100 8848 -13 4320.029469499685 4484.871197324811 50 TARGET 1 50 100 1.0 0.0015 100 8848 -14 4306.837451665088 4448.587224786932 50 TARGET 1 50 100 1.0 0.0015 100 8848 -15 4301.089764835859 4561.81689453125 50 TARGET 1 50 100 1.0 0.0015 100 8848 -16 4293.397250499789 4441.06230764678 50 TARGET 1 50 100 1.0 0.0015 100 8848 -17 4287.596717500526 4371.127544981061 50 TARGET 1 50 100 1.0 0.0015 100 8848 -18 4281.739941735059 4381.987852154356 50 TARGET 1 50 100 1.0 0.0015 100 8848 -19 4271.924752078073 4388.487689393939 50 TARGET 1 50 100 1.0 0.0015 100 8848 -20 4270.454121291035 4350.116299715909 50 TARGET 1 50 100 1.0 0.0015 100 8848 -21 4268.8340123237585 4429.579796993371 50 TARGET 1 50 100 1.0 0.0015 100 8848 -22 4255.770381221065 4357.308416193182 50 TARGET 1 50 100 1.0 0.0015 100 8848 -23 4252.924543284406 4326.431655421402 50 TARGET 1 50 100 1.0 0.0015 100 8848 -24 4252.667422927188 4345.361446496212 50 TARGET 1 50 100 1.0 0.0015 100 8848 -25 4242.263315117319 4462.013094815341 50 TARGET 1 50 100 1.0 0.0015 100 8848 -26 4243.723996146359 4336.585523200758 50 TARGET 1 50 100 1.0 0.0015 100 8848 -27 4235.5945473616375 4343.063520951705 50 TARGET 1 50 100 1.0 0.0015 100 8848 -28 4231.174217763573 4349.161236387311 50 TARGET 1 50 100 1.0 0.0015 100 8848 -29 4229.135761916035 4314.743593158144 50 TARGET 1 50 100 1.0 0.0015 100 8848 -30 4230.141527580492 4325.302423650568 50 TARGET 1 50 100 1.0 0.0015 100 8848 -31 4227.88992299295 4305.117882930871 50 TARGET 1 50 100 1.0 0.0015 100 8848 -32 4217.838627156986 4328.7509765625 50 TARGET 1 50 100 1.0 0.0015 100 8848 -33 4221.070996422559 4320.660185842803 50 TARGET 1 50 100 1.0 0.0015 100 8848 -34 4214.468378445918 4321.21845407197 50 TARGET 1 50 100 1.0 0.0015 100 8848 -35 4208.25237728851 4324.069424715909 50 TARGET 1 50 100 1.0 0.0015 100 8848 -36 4210.755083385943 4315.108472419508 50 TARGET 1 50 100 1.0 0.0015 100 8848 -37 4206.292467316393 4307.839666193182 50 TARGET 1 50 100 1.0 0.0015 100 8848 -38 4201.970134285564 4286.693980823864 50 TARGET 1 50 100 1.0 0.0015 100 8848 -39 4207.530413181292 4338.598765980114 50 TARGET 1 50 100 1.0 0.0015 100 8848 -40 4205.444258667403 4342.836322206439 50 TARGET 1 50 100 1.0 0.0015 100 8848 -41 4198.076272161721 4301.520063920455 50 TARGET 1 50 100 1.0 0.0015 100 8848 -42 4205.321971341014 4287.469578598485 50 TARGET 1 50 100 1.0 0.0015 100 8848 -43 4198.804485282512 4309.770182291667 50 TARGET 1 50 100 1.0 0.0015 100 8848 -44 4191.608783143939 4304.774014559659 50 TARGET 1 50 100 1.0 0.0015 100 8848 -45 4189.284253669508 4288.231400923295 50 TARGET 1 50 100 1.0 0.0015 100 8848 -46 4189.96924896754 4323.16864938447 50 TARGET 1 50 100 1.0 0.0015 100 8848 -47 4190.308777882997 4298.91064453125 50 TARGET 1 50 100 1.0 0.0015 100 8848 -48 4186.721309777462 4287.416755445076 50 TARGET 1 50 100 1.0 0.0015 100 8848 -49 4187.426569569392 4301.31659860322 50 TARGET 1 50 100 1.0 0.0015 100 8848 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_25bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_25bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index 8448ba588..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_25bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5133.15108194576 11029.889618844696 25 TARGET 1 100 100 0.5 0.001 100 2650 -1 4636.350533328073 13107.8017578125 25 TARGET 1 100 100 0.5 0.001 100 2650 -2 4535.807696101641 5419.810916785038 25 TARGET 1 100 100 0.5 0.001 100 2650 -3 4460.233591612742 5160.105084043561 25 TARGET 1 100 100 0.5 0.001 100 2650 -4 4420.91730948811 4830.927505030777 25 TARGET 1 100 100 0.5 0.001 100 2650 -5 4399.887294987637 4666.142001065341 25 TARGET 1 100 100 0.5 0.001 100 2650 -6 4394.022655756787 4804.93232125947 25 TARGET 1 100 100 0.5 0.001 100 2650 -7 4369.027065084438 4547.457608309659 25 TARGET 1 100 100 0.5 0.001 100 2650 -8 4357.988192471591 4487.855313387784 25 TARGET 1 100 100 0.5 0.001 100 2650 -9 4361.647993607955 4466.481696851326 25 TARGET 1 100 100 0.5 0.001 100 2650 -10 4343.771001025884 4389.817012902462 25 TARGET 1 100 100 0.5 0.001 100 2650 -11 4326.31621718487 4387.172666607481 25 TARGET 1 100 100 0.5 0.001 100 2650 -12 4335.4248581189495 4375.613266453598 25 TARGET 1 100 100 0.5 0.001 100 2650 -13 4321.677881516993 4362.843602035985 25 TARGET 1 100 100 0.5 0.001 100 2650 -14 4316.809889257155 4363.702555338542 25 TARGET 1 100 100 0.5 0.001 100 2650 -15 4311.793468539562 4364.1376953125 25 TARGET 1 100 100 0.5 0.001 100 2650 -16 4298.867310803346 4357.931507457386 25 TARGET 1 100 100 0.5 0.001 100 2650 -17 4296.88468383378 4402.211958451705 25 TARGET 1 100 100 0.5 0.001 100 2650 -18 4291.050095272385 4326.394560842803 25 TARGET 1 100 100 0.5 0.001 100 2650 -19 4277.538101555924 4322.58828272964 25 TARGET 1 100 100 0.5 0.001 100 2650 -20 4279.082567208544 4336.3203125 25 TARGET 1 100 100 0.5 0.001 100 2650 -21 4277.365065038405 4338.674471768466 25 TARGET 1 100 100 0.5 0.001 100 2650 -22 4283.147542317708 4315.633456143466 25 TARGET 1 100 100 0.5 0.001 100 2650 -23 4261.98930055766 4319.044256036932 25 TARGET 1 100 100 0.5 0.001 100 2650 -24 4256.724315913037 4309.709161931818 25 TARGET 1 100 100 0.5 0.001 100 2650 -25 4256.124477193813 4326.175722064394 25 TARGET 1 100 100 0.5 0.001 100 2650 -26 4250.338374385127 4295.42695756392 25 TARGET 1 100 100 0.5 0.001 100 2650 -27 4242.46140070957 4312.70185990767 25 TARGET 1 100 100 0.5 0.001 100 2650 -28 4238.426114169034 4316.496138139205 25 TARGET 1 100 100 0.5 0.001 100 2650 -29 4240.860130438499 4349.381229285038 25 TARGET 1 100 100 0.5 0.001 100 2650 -30 4239.435899111559 4333.803259647254 25 TARGET 1 100 100 0.5 0.001 100 2650 -31 4236.439525462963 4285.077725497159 25 TARGET 1 100 100 0.5 0.001 100 2650 -32 4228.503691702178 4305.676831794508 25 TARGET 1 100 100 0.5 0.001 100 2650 -33 4229.494882500131 4300.934918027936 25 TARGET 1 100 100 0.5 0.001 100 2650 -34 4239.611232770412 4303.234345407197 25 TARGET 1 100 100 0.5 0.001 100 2650 -35 4223.2316656144785 4319.043604995265 25 TARGET 1 100 100 0.5 0.001 100 2650 -36 4227.276142364399 4305.85205078125 25 TARGET 1 100 100 0.5 0.001 100 2650 -37 4213.0153200297245 4287.631902521307 25 TARGET 1 100 100 0.5 0.001 100 2650 -38 4208.941043738163 4283.628159031723 25 TARGET 1 100 100 0.5 0.001 100 2650 -39 4211.170628814183 4290.952178030303 25 TARGET 1 100 100 0.5 0.001 100 2650 -40 4213.460757477115 4307.570830374053 25 TARGET 1 100 100 0.5 0.001 100 2650 -41 4219.303580646964 4377.294152462121 25 TARGET 1 100 100 0.5 0.001 100 2650 -42 4211.530455515441 4289.769767992424 25 TARGET 1 100 100 0.5 0.001 100 2650 -43 4198.738927359533 4260.745649857955 25 TARGET 1 100 100 0.5 0.001 100 2650 -44 4199.3924042672825 4270.528386896307 25 TARGET 1 100 100 0.5 0.001 100 2650 -45 4197.471306900384 4283.403645833333 25 TARGET 1 100 100 0.5 0.001 100 2650 -46 4206.114628955572 4264.542228929924 25 TARGET 1 100 100 0.5 0.001 100 2650 -47 4198.331904658565 4275.471731474905 25 TARGET 1 100 100 0.5 0.001 100 2650 -48 4199.396594525989 4284.697332208807 25 TARGET 1 100 100 0.5 0.001 100 2650 -49 4192.114620735349 4290.743785511364 25 TARGET 1 100 100 0.5 0.001 100 2650 -50 4191.040194835727 4272.170558120265 25 TARGET 1 100 100 0.5 0.001 100 2650 -51 4193.885691222117 4278.141054095644 25 TARGET 1 100 100 0.5 0.001 100 2650 -52 4185.285810168744 4276.397764263731 25 TARGET 1 100 100 0.5 0.001 100 2650 -53 4194.211392078336 4265.797577829072 25 TARGET 1 100 100 0.5 0.001 100 2650 -54 4197.918722544455 4324.134551077178 25 TARGET 1 100 100 0.5 0.001 100 2650 -55 4187.894097222223 4273.363510594223 25 TARGET 1 100 100 0.5 0.001 100 2650 -56 4178.066067987821 4255.248098662405 25 TARGET 1 100 100 0.5 0.001 100 2650 -57 4182.631485755997 4281.041984789299 25 TARGET 1 100 100 0.5 0.001 100 2650 -58 4186.846856833307 4267.115123401989 25 TARGET 1 100 100 0.5 0.001 100 2650 -59 4181.11873454598 4261.863643761837 25 TARGET 1 100 100 0.5 0.001 100 2650 -60 4174.945026025226 4257.039632161458 25 TARGET 1 100 100 0.5 0.001 100 2650 -61 4178.206595167167 4285.028949159564 25 TARGET 1 100 100 0.5 0.001 100 2650 -62 4178.566332267992 4291.029866536458 25 TARGET 1 100 100 0.5 0.001 100 2650 -63 4173.892973517729 4269.817123875473 25 TARGET 1 100 100 0.5 0.001 100 2650 -64 4175.2081870133625 4267.914572975852 25 TARGET 1 100 100 0.5 0.001 100 2650 -65 4181.217212818287 4276.715161872633 25 TARGET 1 100 100 0.5 0.001 100 2650 -66 4172.156515924216 4267.502286044034 25 TARGET 1 100 100 0.5 0.001 100 2650 -67 4164.617848405935 4254.72646632339 25 TARGET 1 100 100 0.5 0.001 100 2650 -68 4164.7968121152935 4277.157692649148 25 TARGET 1 100 100 0.5 0.001 100 2650 -69 4166.8455514618845 4276.466782078598 25 TARGET 1 100 100 0.5 0.001 100 2650 -70 4166.702114734586 4259.202059659091 25 TARGET 1 100 100 0.5 0.001 100 2650 -71 4160.479437112005 4263.122691761364 25 TARGET 1 100 100 0.5 0.001 100 2650 -72 4166.214027892861 4267.3896484375 25 TARGET 1 100 100 0.5 0.001 100 2650 -73 4159.430273601904 4320.459317294034 25 TARGET 1 100 100 0.5 0.001 100 2650 -74 4163.862317428846 4256.364960641572 25 TARGET 1 100 100 0.5 0.001 100 2650 -75 4161.029858727246 4297.737467447917 25 TARGET 1 100 100 0.5 0.001 100 2650 -76 4159.275028524174 4249.077621922348 25 TARGET 1 100 100 0.5 0.001 100 2650 -77 4155.041103581387 4292.706365411932 25 TARGET 1 100 100 0.5 0.001 100 2650 -78 4156.498979459307 4270.152943004261 25 TARGET 1 100 100 0.5 0.001 100 2650 -79 4156.292667478825 4253.619458747633 25 TARGET 1 100 100 0.5 0.001 100 2650 -80 4154.3892822265625 4255.185916785038 25 TARGET 1 100 100 0.5 0.001 100 2650 -81 4150.802819043298 4249.726207386364 25 TARGET 1 100 100 0.5 0.001 100 2650 -82 4154.036653563631 4257.073552911932 25 TARGET 1 100 100 0.5 0.001 100 2650 -83 4149.970002350984 4270.392726089015 25 TARGET 1 100 100 0.5 0.001 100 2650 -84 4156.481425172953 4272.064024029356 25 TARGET 1 100 100 0.5 0.001 100 2650 -85 4147.172882388337 4267.976703065814 25 TARGET 1 100 100 0.5 0.001 100 2650 -86 4151.994469022911 4252.363932291667 25 TARGET 1 100 100 0.5 0.001 100 2650 -87 4155.117602210254 4251.650279651989 25 TARGET 1 100 100 0.5 0.001 100 2650 -88 4144.4707343618475 4255.480054450758 25 TARGET 1 100 100 0.5 0.001 100 2650 -89 4140.344680940262 4250.671505089962 25 TARGET 1 100 100 0.5 0.001 100 2650 -90 4144.265690350773 4251.998964251894 25 TARGET 1 100 100 0.5 0.001 100 2650 -91 4147.351842398595 4284.017230409564 25 TARGET 1 100 100 0.5 0.001 100 2650 -92 4146.258203782618 4250.207253196023 25 TARGET 1 100 100 0.5 0.001 100 2650 -93 4143.313885929609 4276.440474076705 25 TARGET 1 100 100 0.5 0.001 100 2650 -94 4137.001458678583 4259.070364287405 25 TARGET 1 100 100 0.5 0.001 100 2650 -95 4135.903146865793 4243.567693536932 25 TARGET 1 100 100 0.5 0.001 100 2650 -96 4139.810307255498 4239.779326467803 25 TARGET 1 100 100 0.5 0.001 100 2650 -97 4136.9699427543665 4275.019583037405 25 TARGET 1 100 100 0.5 0.001 100 2650 -98 4136.611989852957 4243.516830906723 25 TARGET 1 100 100 0.5 0.001 100 2650 -99 4133.0832281144785 4239.486224550189 25 TARGET 1 100 100 0.5 0.001 100 2650 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_25bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_25bs_100e_0k_TARGET.tsv deleted file mode 100644 index 85ebb5d48..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_25bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5108.059319595696 14635.115767045454 25 TARGET 1 100 100 0.0 0.001 100 9931 -1 4633.991631812921 7444.289787523674 25 TARGET 1 100 100 0.0 0.001 100 9931 -2 4512.244983197864 5448.057750355114 25 TARGET 1 100 100 0.0 0.001 100 9931 -3 4460.029296052978 5238.699152166193 25 TARGET 1 100 100 0.0 0.001 100 9931 -4 4429.285277909301 4759.137865471117 25 TARGET 1 100 100 0.0 0.001 100 9931 -5 4404.009602864583 5009.994480942235 25 TARGET 1 100 100 0.0 0.001 100 9931 -6 4399.394665239636 4771.579626834754 25 TARGET 1 100 100 0.0 0.001 100 9931 -7 4374.5083320180975 4559.808120265152 25 TARGET 1 100 100 0.0 0.001 100 9931 -8 4355.810550985111 4501.806906960227 25 TARGET 1 100 100 0.0 0.001 100 9931 -9 4356.873969184027 4446.637525153883 25 TARGET 1 100 100 0.0 0.001 100 9931 -10 4341.14349056976 4407.119088837595 25 TARGET 1 100 100 0.0 0.001 100 9931 -11 4331.536558620055 4400.743149266098 25 TARGET 1 100 100 0.0 0.001 100 9931 -12 4325.226083260995 4390.73262162642 25 TARGET 1 100 100 0.0 0.001 100 9931 -13 4325.422262172507 4375.159579190341 25 TARGET 1 100 100 0.0 0.001 100 9931 -14 4308.944275929872 4354.485950816761 25 TARGET 1 100 100 0.0 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-78 4165.186312177767 4257.976118607955 25 TARGET 1 100 100 0.0 0.001 100 9931 -79 4151.371566412826 4259.404541015625 25 TARGET 1 100 100 0.0 0.001 100 9931 -80 4146.848516907355 4289.683275627367 25 TARGET 1 100 100 0.0 0.001 100 9931 -81 4156.103841556845 4266.562736742424 25 TARGET 1 100 100 0.0 0.001 100 9931 -82 4150.206889862164 4291.31484522964 25 TARGET 1 100 100 0.0 0.001 100 9931 -83 4152.669621425847 4293.464089133523 25 TARGET 1 100 100 0.0 0.001 100 9931 -84 4149.64985589949 4254.881525213068 25 TARGET 1 100 100 0.0 0.001 100 9931 -85 4142.463838827731 4294.226710464015 25 TARGET 1 100 100 0.0 0.001 100 9931 -86 4139.974136301163 4261.111557469223 25 TARGET 1 100 100 0.0 0.001 100 9931 -87 4144.485702155013 4267.246922348485 25 TARGET 1 100 100 0.0 0.001 100 9931 -88 4146.4367363412775 4256.045639500473 25 TARGET 1 100 100 0.0 0.001 100 9931 -89 4147.124650229509 4364.177194306345 25 TARGET 1 100 100 0.0 0.001 100 9931 -90 4145.721491444392 4249.138634883996 25 TARGET 1 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57b67c8f5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_25bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5119.6420290140995 9229.454619436554 25 TARGET 1 100 100 1.0 0.001 100 7740 -1 4630.77534787984 6020.230942234848 25 TARGET 1 100 100 1.0 0.001 100 7740 -2 4527.059898299401 6330.443248401989 25 TARGET 1 100 100 1.0 0.001 100 7740 -3 4479.80388931634 4838.345814098011 25 TARGET 1 100 100 1.0 0.001 100 7740 -4 4432.559484000158 4548.282966382576 25 TARGET 1 100 100 1.0 0.001 100 7740 -5 4412.550526423085 4531.61797170928 25 TARGET 1 100 100 1.0 0.001 100 7740 -6 4399.381810454808 4545.837180397727 25 TARGET 1 100 100 1.0 0.001 100 7740 -7 4382.637476654567 4530.905532374527 25 TARGET 1 100 100 1.0 0.001 100 7740 -8 4369.806652955334 4419.719652580492 25 TARGET 1 100 100 1.0 0.001 100 7740 -9 4376.360110709964 4396.270766749527 25 TARGET 1 100 100 1.0 0.001 100 7740 -10 4353.257791949442 4301.120390920928 25 TARGET 1 100 100 1.0 0.001 100 7740 -11 4347.054583103167 4271.601629083807 25 TARGET 1 100 100 1.0 0.001 100 7740 -12 4332.901419796927 4327.313269412879 25 TARGET 1 100 100 1.0 0.001 100 7740 -13 4330.026785596854 4300.442123875473 25 TARGET 1 100 100 1.0 0.001 100 7740 -14 4323.453272141993 4243.587668678977 25 TARGET 1 100 100 1.0 0.001 100 7740 -15 4317.834277836963 4244.963031190814 25 TARGET 1 100 100 1.0 0.001 100 7740 -16 4322.045314801662 4217.853382457386 25 TARGET 1 100 100 1.0 0.001 100 7740 -17 4301.8220568313345 4214.734589547822 25 TARGET 1 100 100 1.0 0.001 100 7740 -18 4302.226681693234 4203.354388612689 25 TARGET 1 100 100 1.0 0.001 100 7740 -19 4282.970933291246 4234.59110884233 25 TARGET 1 100 100 1.0 0.001 100 7740 -20 4284.50847176189 4219.306263316761 25 TARGET 1 100 100 1.0 0.001 100 7740 -21 4288.833101523043 4193.384343927557 25 TARGET 1 100 100 1.0 0.001 100 7740 -22 4277.082675715488 4191.867157907197 25 TARGET 1 100 100 1.0 0.001 100 7740 -23 4278.580771089804 4196.823293974905 25 TARGET 1 100 100 1.0 0.001 100 7740 -24 4268.885871245002 4184.781849254261 25 TARGET 1 100 100 1.0 0.001 100 7740 -25 4279.039436520149 4194.975253018466 25 TARGET 1 100 100 1.0 0.001 100 7740 -26 4261.427288016887 4162.3508115826235 25 TARGET 1 100 100 1.0 0.001 100 7740 -27 4259.242567274306 4186.693892045455 25 TARGET 1 100 100 1.0 0.001 100 7740 -28 4266.608782321917 4179.4099601976795 25 TARGET 1 100 100 1.0 0.001 100 7740 -29 4252.580711904198 4173.742291074811 25 TARGET 1 100 100 1.0 0.001 100 7740 -30 4255.072581692577 4166.029903527462 25 TARGET 1 100 100 1.0 0.001 100 7740 -31 4249.082097422795 4170.318381569602 25 TARGET 1 100 100 1.0 0.001 100 7740 -32 4245.943172364925 4155.83671431108 25 TARGET 1 100 100 1.0 0.001 100 7740 -33 4247.060421516599 4175.1944062204075 25 TARGET 1 100 100 1.0 0.001 100 7740 -34 4245.951904296875 4182.86220851089 25 TARGET 1 100 100 1.0 0.001 100 7740 -35 4246.167602128051 4158.071525804924 25 TARGET 1 100 100 1.0 0.001 100 7740 -36 4226.882172966646 4153.3772231593275 25 TARGET 1 100 100 1.0 0.001 100 7740 -37 4225.504313151042 4151.5382819898205 25 TARGET 1 100 100 1.0 0.001 100 7740 -38 4224.367885807949 4148.9931233723955 25 TARGET 1 100 100 1.0 0.001 100 7740 -39 4228.762028241398 4159.818544330019 25 TARGET 1 100 100 1.0 0.001 100 7740 -40 4219.590764414983 4154.9382805101795 25 TARGET 1 100 100 1.0 0.001 100 7740 -41 4221.0802573258625 4172.262865471117 25 TARGET 1 100 100 1.0 0.001 100 7740 -42 4229.667974093145 4168.108953302557 25 TARGET 1 100 100 1.0 0.001 100 7740 -43 4223.571838995423 4150.1194328539295 25 TARGET 1 100 100 1.0 0.001 100 7740 -44 4217.655011212384 4171.190252130682 25 TARGET 1 100 100 1.0 0.001 100 7740 -45 4214.452756322996 4140.3724587180395 25 TARGET 1 100 100 1.0 0.001 100 7740 -46 4212.243733312947 4145.6747639973955 25 TARGET 1 100 100 1.0 0.001 100 7740 -47 4210.267135876999 4141.0163833155775 25 TARGET 1 100 100 1.0 0.001 100 7740 -48 4206.368021030618 4146.1179532137785 25 TARGET 1 100 100 1.0 0.001 100 7740 -49 4205.031780615399 4150.8591937440815 25 TARGET 1 100 100 1.0 0.001 100 7740 -50 4206.350476608533 4146.7856260357485 25 TARGET 1 100 100 1.0 0.001 100 7740 -51 4201.326947453046 4142.403386896307 25 TARGET 1 100 100 1.0 0.001 100 7740 -52 4197.7554783676605 4133.5307136304455 25 TARGET 1 100 100 1.0 0.001 100 7740 -53 4198.540135650121 4170.125147964015 25 TARGET 1 100 100 1.0 0.001 100 7740 -54 4202.387642703073 4145.1732695608425 25 TARGET 1 100 100 1.0 0.001 100 7740 -55 4199.5016534978695 4133.6849439216385 25 TARGET 1 100 100 1.0 0.001 100 7740 -56 4192.280500315656 4169.98066850142 25 TARGET 1 100 100 1.0 0.001 100 7740 -57 4191.819963551531 4139.810539476799 25 TARGET 1 100 100 1.0 0.001 100 7740 -58 4193.022679595433 4136.7436190518465 25 TARGET 1 100 100 1.0 0.001 100 7740 -59 4194.299765230429 4161.240537701231 25 TARGET 1 100 100 1.0 0.001 100 7740 -60 4193.748300879893 4138.420720880682 25 TARGET 1 100 100 1.0 0.001 100 7740 -61 4195.5439214738535 4134.4705440636835 25 TARGET 1 100 100 1.0 0.001 100 7740 -62 4195.239942968093 4128.7038241299715 25 TARGET 1 100 100 1.0 0.001 100 7740 -63 4186.867663450916 4172.4030650745735 25 TARGET 1 100 100 1.0 0.001 100 7740 -64 4192.644979663168 4136.4053363222065 25 TARGET 1 100 100 1.0 0.001 100 7740 -65 4187.6671438506155 4141.424627130682 25 TARGET 1 100 100 1.0 0.001 100 7740 -66 4182.136195532802 4131.855646306818 25 TARGET 1 100 100 1.0 0.001 100 7740 -67 4187.695885449548 4127.177024147727 25 TARGET 1 100 100 1.0 0.001 100 7740 -68 4186.750302504209 4134.633382161458 25 TARGET 1 100 100 1.0 0.001 100 7740 -69 4178.523074988163 4129.13603071733 25 TARGET 1 100 100 1.0 0.001 100 7740 -70 4180.120097047953 4127.8536007043085 25 TARGET 1 100 100 1.0 0.001 100 7740 -71 4180.83111181805 4156.6648504083805 25 TARGET 1 100 100 1.0 0.001 100 7740 -72 4180.43786703296 4118.178607362689 25 TARGET 1 100 100 1.0 0.001 100 7740 -73 4182.465694954099 4126.83417672822 25 TARGET 1 100 100 1.0 0.001 100 7740 -74 4181.904725559632 4120.716279000947 25 TARGET 1 100 100 1.0 0.001 100 7740 -75 4172.108770402594 4125.077577533144 25 TARGET 1 100 100 1.0 0.001 100 7740 -76 4177.848439637258 4124.153852982955 25 TARGET 1 100 100 1.0 0.001 100 7740 -77 4165.640152337174 4130.278305516098 25 TARGET 1 100 100 1.0 0.001 100 7740 -78 4167.405631428214 4143.095362807765 25 TARGET 1 100 100 1.0 0.001 100 7740 -79 4176.1690007990055 4114.061353278883 25 TARGET 1 100 100 1.0 0.001 100 7740 -80 4178.989694306345 4116.8544219045925 25 TARGET 1 100 100 1.0 0.001 100 7740 -81 4174.274161290641 4124.196281664299 25 TARGET 1 100 100 1.0 0.001 100 7740 -82 4165.001223169192 4126.503802675189 25 TARGET 1 100 100 1.0 0.001 100 7740 -83 4172.4750717625475 4120.036606297348 25 TARGET 1 100 100 1.0 0.001 100 7740 -84 4175.503576208044 4136.028705018939 25 TARGET 1 100 100 1.0 0.001 100 7740 -85 4165.1126635002365 4158.1657973780775 25 TARGET 1 100 100 1.0 0.001 100 7740 -86 4156.859690245555 4117.421845407197 25 TARGET 1 100 100 1.0 0.001 100 7740 -87 4157.405978321628 4114.468254320549 25 TARGET 1 100 100 1.0 0.001 100 7740 -88 4161.388666942866 4114.4682654178505 25 TARGET 1 100 100 1.0 0.001 100 7740 -89 4156.382574935554 4122.5213549064865 25 TARGET 1 100 100 1.0 0.001 100 7740 -90 4162.13175044718 4113.781915838068 25 TARGET 1 100 100 1.0 0.001 100 7740 -91 4155.647722751604 4125.0882494377365 25 TARGET 1 100 100 1.0 0.001 100 7740 -92 4156.908822107796 4130.9439031427555 25 TARGET 1 100 100 1.0 0.001 100 7740 -93 4150.998895613031 4127.0192316228695 25 TARGET 1 100 100 1.0 0.001 100 7740 -94 4158.05690449416 4111.4533580433235 25 TARGET 1 100 100 1.0 0.001 100 7740 -95 4154.417508828519 4114.403098366477 25 TARGET 1 100 100 1.0 0.001 100 7740 -96 4155.443670510443 4126.2938306403885 25 TARGET 1 100 100 1.0 0.001 100 7740 -97 4152.844875759549 4116.115929805871 25 TARGET 1 100 100 1.0 0.001 100 7740 -98 4155.32370580808 4131.0645160097065 25 TARGET 1 100 100 1.0 0.001 100 7740 -99 4153.861160021438 4130.4704996744795 25 TARGET 1 100 100 1.0 0.001 100 7740 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_25bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_25bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index 7433ec2d5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_25bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5114.917760778357 12218.084946141098 25 TARGET 1 50 100 0.5 0.001 100 5317 -1 4634.434081209228 6660.645463423295 25 TARGET 1 50 100 0.5 0.001 100 5317 -2 4527.6518793073965 5146.300181995739 25 TARGET 1 50 100 0.5 0.001 100 5317 -3 4466.742887040983 5243.516964074337 25 TARGET 1 50 100 0.5 0.001 100 5317 -4 4422.512293343592 4680.934969815341 25 TARGET 1 50 100 0.5 0.001 100 5317 -5 4397.672170106008 4633.875443892045 25 TARGET 1 50 100 0.5 0.001 100 5317 -6 4381.016458530618 4652.301920572917 25 TARGET 1 50 100 0.5 0.001 100 5317 -7 4384.610765861742 4639.959709398674 25 TARGET 1 50 100 0.5 0.001 100 5317 -8 4360.612521701389 4486.519716205019 25 TARGET 1 50 100 0.5 0.001 100 5317 -9 4361.1212844591755 4386.204456676136 25 TARGET 1 50 100 0.5 0.001 100 5317 -10 4353.899628610322 4411.705359256629 25 TARGET 1 50 100 0.5 0.001 100 5317 -11 4344.389326204756 4369.847648851799 25 TARGET 1 50 100 0.5 0.001 100 5317 -12 4333.931170428241 4308.205018939394 25 TARGET 1 50 100 0.5 0.001 100 5317 -13 4330.998757924295 4302.817915482955 25 TARGET 1 50 100 0.5 0.001 100 5317 -14 4325.10012971512 4326.189312559186 25 TARGET 1 50 100 0.5 0.001 100 5317 -15 4315.732813157618 4271.232140743371 25 TARGET 1 50 100 0.5 0.001 100 5317 -16 4303.663036616162 4279.796771425189 25 TARGET 1 50 100 0.5 0.001 100 5317 -17 4293.218192668876 4301.685384114583 25 TARGET 1 50 100 0.5 0.001 100 5317 -18 4288.984113596906 4285.699329723011 25 TARGET 1 50 100 0.5 0.001 100 5317 -19 4287.0496213765255 4275.138486919981 25 TARGET 1 50 100 0.5 0.001 100 5317 -20 4285.521750710227 4252.396558357008 25 TARGET 1 50 100 0.5 0.001 100 5317 -21 4282.951525344592 4237.984338008996 25 TARGET 1 50 100 0.5 0.001 100 5317 -22 4282.392016683765 4236.853981711648 25 TARGET 1 50 100 0.5 0.001 100 5317 -23 4273.566615865688 4243.118933475379 25 TARGET 1 50 100 0.5 0.001 100 5317 -24 4273.833319358954 4241.508470939867 25 TARGET 1 50 100 0.5 0.001 100 5317 -25 4264.25129386311 4217.251938328598 25 TARGET 1 50 100 0.5 0.001 100 5317 -26 4254.361436631944 4218.815940163352 25 TARGET 1 50 100 0.5 0.001 100 5317 -27 4266.030384821523 4231.480135830966 25 TARGET 1 50 100 0.5 0.001 100 5317 -28 4253.84908903488 4227.785777698864 25 TARGET 1 50 100 0.5 0.001 100 5317 -29 4248.637373079756 4219.204656427557 25 TARGET 1 50 100 0.5 0.001 100 5317 -30 4239.672230935658 4220.490404533617 25 TARGET 1 50 100 0.5 0.001 100 5317 -31 4240.736063433817 4239.309385357481 25 TARGET 1 50 100 0.5 0.001 100 5317 -32 4242.392694852168 4239.106704249527 25 TARGET 1 50 100 0.5 0.001 100 5317 -33 4235.962763622553 4210.202762488163 25 TARGET 1 50 100 0.5 0.001 100 5317 -34 4246.741889105902 4206.670935428504 25 TARGET 1 50 100 0.5 0.001 100 5317 -35 4228.207978219697 4208.185339725379 25 TARGET 1 50 100 0.5 0.001 100 5317 -36 4231.382221465961 4210.150272253788 25 TARGET 1 50 100 0.5 0.001 100 5317 -37 4233.80379272872 4221.35830226089 25 TARGET 1 50 100 0.5 0.001 100 5317 -38 4227.716983474063 4215.328724254261 25 TARGET 1 50 100 0.5 0.001 100 5317 -39 4217.633369009101 4190.922888553504 25 TARGET 1 50 100 0.5 0.001 100 5317 -40 4213.932992851694 4208.785437381629 25 TARGET 1 50 100 0.5 0.001 100 5317 -41 4210.690785212148 4207.084332090436 25 TARGET 1 50 100 0.5 0.001 100 5317 -42 4219.509137188947 4196.773385712595 25 TARGET 1 50 100 0.5 0.001 100 5317 -43 4225.314084447996 4201.207386363636 25 TARGET 1 50 100 0.5 0.001 100 5317 -44 4210.619241733743 4201.583658854167 25 TARGET 1 50 100 0.5 0.001 100 5317 -45 4210.02997052228 4218.245368726326 25 TARGET 1 50 100 0.5 0.001 100 5317 -46 4215.6393393571125 4204.412368312027 25 TARGET 1 50 100 0.5 0.001 100 5317 -47 4209.116206005366 4187.734249230587 25 TARGET 1 50 100 0.5 0.001 100 5317 -48 4200.4206781355215 4193.700580018939 25 TARGET 1 50 100 0.5 0.001 100 5317 -49 4202.747449675794 4186.827503551136 25 TARGET 1 50 100 0.5 0.001 100 5317 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_25bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_25bs_50e_0k_TARGET.tsv deleted file mode 100644 index 79a99ee69..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_25bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5122.486265651305 11832.303148674242 25 TARGET 1 50 100 0.0 0.001 100 4632 -1 4655.851011745055 8284.233050722065 25 TARGET 1 50 100 0.0 0.001 100 4632 -2 4524.374385127315 5678.976325757576 25 TARGET 1 50 100 0.0 0.001 100 4632 -3 4464.02917932581 5043.932010535038 25 TARGET 1 50 100 0.0 0.001 100 4632 -4 4426.8865946246315 5033.09159712358 25 TARGET 1 50 100 0.0 0.001 100 4632 -5 4407.054091533828 4684.610166607481 25 TARGET 1 50 100 0.0 0.001 100 4632 -6 4396.912368312027 4669.125821200284 25 TARGET 1 50 100 0.0 0.001 100 4632 -7 4378.972111249211 4535.342995383523 25 TARGET 1 50 100 0.0 0.001 100 4632 -8 4372.640477035985 4522.752256451231 25 TARGET 1 50 100 0.0 0.001 100 4632 -9 4353.969300754945 4510.281176017992 25 TARGET 1 50 100 0.0 0.001 100 4632 -10 4354.060199981586 4430.719319661458 25 TARGET 1 50 100 0.0 0.001 100 4632 -11 4345.66277932318 4388.662619850852 25 TARGET 1 50 100 0.0 0.001 100 4632 -12 4341.610051524358 4335.616595643939 25 TARGET 1 50 100 0.0 0.001 100 4632 -13 4325.867145576863 4351.807469223485 25 TARGET 1 50 100 0.0 0.001 100 4632 -14 4315.652506510417 4343.315326112689 25 TARGET 1 50 100 0.0 0.001 100 4632 -15 4309.996146359427 4334.24502101089 25 TARGET 1 50 100 0.0 0.001 100 4632 -16 4312.473587601273 4360.541785037879 25 TARGET 1 50 100 0.0 0.001 100 4632 -17 4295.286053898359 4306.725992838542 25 TARGET 1 50 100 0.0 0.001 100 4632 -18 4285.829961397832 4293.030650745739 25 TARGET 1 50 100 0.0 0.001 100 4632 -19 4282.101853495897 4307.39482717803 25 TARGET 1 50 100 0.0 0.001 100 4632 -20 4271.713060783617 4385.319099195076 25 TARGET 1 50 100 0.0 0.001 100 4632 -21 4269.575147635206 4296.704907966383 25 TARGET 1 50 100 0.0 0.001 100 4632 -22 4274.601672650989 4299.72529740767 25 TARGET 1 50 100 0.0 0.001 100 4632 -23 4266.595951375736 4315.915734493371 25 TARGET 1 50 100 0.0 0.001 100 4632 -24 4258.9904378255205 4291.065829190341 25 TARGET 1 50 100 0.0 0.001 100 4632 -25 4252.436635232533 4304.313994436553 25 TARGET 1 50 100 0.0 0.001 100 4632 -26 4257.8728676741375 4280.305116595644 25 TARGET 1 50 100 0.0 0.001 100 4632 -27 4251.961688006366 4297.43730764678 25 TARGET 1 50 100 0.0 0.001 100 4632 -28 4239.306837910353 4320.83818655303 25 TARGET 1 50 100 0.0 0.001 100 4632 -29 4234.73005527278 4277.636666962595 25 TARGET 1 50 100 0.0 0.001 100 4632 -30 4240.601945973406 4319.434311375473 25 TARGET 1 50 100 0.0 0.001 100 4632 -31 4236.315666018913 4262.821326053504 25 TARGET 1 50 100 0.0 0.001 100 4632 -32 4242.506093651357 4286.581898082386 25 TARGET 1 50 100 0.0 0.001 100 4632 -33 4232.345211966672 4281.809089429451 25 TARGET 1 50 100 0.0 0.001 100 4632 -34 4228.048742223669 4244.30126953125 25 TARGET 1 50 100 0.0 0.001 100 4632 -35 4223.139324971722 4249.891512784091 25 TARGET 1 50 100 0.0 0.001 100 4632 -36 4232.888245245423 4244.767933238636 25 TARGET 1 50 100 0.0 0.001 100 4632 -37 4228.26751400726 4252.512754498106 25 TARGET 1 50 100 0.0 0.001 100 4632 -38 4227.565371734928 4244.743134469697 25 TARGET 1 50 100 0.0 0.001 100 4632 -39 4209.008295849116 4234.727627840909 25 TARGET 1 50 100 0.0 0.001 100 4632 -40 4221.801158558239 4378.114427971117 25 TARGET 1 50 100 0.0 0.001 100 4632 -41 4214.990451388889 4250.998616536458 25 TARGET 1 50 100 0.0 0.001 100 4632 -42 4208.844182383733 4256.670846650095 25 TARGET 1 50 100 0.0 0.001 100 4632 -43 4201.201185027357 4241.083377722538 25 TARGET 1 50 100 0.0 0.001 100 4632 -44 4204.80915683528 4234.11845259233 25 TARGET 1 50 100 0.0 0.001 100 4632 -45 4199.313046233822 4236.629897608902 25 TARGET 1 50 100 0.0 0.001 100 4632 -46 4202.564889618845 4245.67138671875 25 TARGET 1 50 100 0.0 0.001 100 4632 -47 4197.80632702349 4229.064401337595 25 TARGET 1 50 100 0.0 0.001 100 4632 -48 4192.657897743713 4244.995975378788 25 TARGET 1 50 100 0.0 0.001 100 4632 -49 4201.510556410459 4239.992764559659 25 TARGET 1 50 100 0.0 0.001 100 4632 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_25bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_25bs_50e_1k_TARGET.tsv deleted file mode 100644 index 11c8a0005..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_25bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5103.137049202967 13638.025893702652 25 TARGET 1 50 100 1.0 0.001 100 8784 -1 4601.777444036721 7500.516734730114 25 TARGET 1 50 100 1.0 0.001 100 8784 -2 4502.171334931345 6256.305841619318 25 TARGET 1 50 100 1.0 0.001 100 8784 -3 4461.335048071865 5928.394583037405 25 TARGET 1 50 100 1.0 0.001 100 8784 -4 4423.573438650831 4917.956846294981 25 TARGET 1 50 100 1.0 0.001 100 8784 -5 4397.143136278146 4767.610336766098 25 TARGET 1 50 100 1.0 0.001 100 8784 -6 4368.033013237848 4688.391682942708 25 TARGET 1 50 100 1.0 0.001 100 8784 -7 4351.855481080334 4762.805530894886 25 TARGET 1 50 100 1.0 0.001 100 8784 -8 4351.344779171927 4766.150930693655 25 TARGET 1 50 100 1.0 0.001 100 8784 -9 4346.282963916509 4539.277018229167 25 TARGET 1 50 100 1.0 0.001 100 8784 -10 4350.59198922822 4667.728005149148 25 TARGET 1 50 100 1.0 0.001 100 8784 -11 4318.262837522359 4643.652758049242 25 TARGET 1 50 100 1.0 0.001 100 8784 -12 4314.759121159512 4548.03789358428 25 TARGET 1 50 100 1.0 0.001 100 8784 -13 4327.939671782933 4466.274177320076 25 TARGET 1 50 100 1.0 0.001 100 8784 -14 4302.618552057029 4528.268532492898 25 TARGET 1 50 100 1.0 0.001 100 8784 -15 4291.747413095802 4470.764204545455 25 TARGET 1 50 100 1.0 0.001 100 8784 -16 4281.7658929792715 4471.000377308239 25 TARGET 1 50 100 1.0 0.001 100 8784 -17 4276.441301853167 4424.517733487216 25 TARGET 1 50 100 1.0 0.001 100 8784 -18 4283.453402843539 4432.008322975852 25 TARGET 1 50 100 1.0 0.001 100 8784 -19 4275.51463775121 4428.744325580019 25 TARGET 1 50 100 1.0 0.001 100 8784 -20 4265.691337200126 4449.37978663589 25 TARGET 1 50 100 1.0 0.001 100 8784 -21 4270.362670487426 4433.38887162642 25 TARGET 1 50 100 1.0 0.001 100 8784 -22 4252.753350562921 4408.270737156723 25 TARGET 1 50 100 1.0 0.001 100 8784 -23 4255.619095413773 4410.958022608902 25 TARGET 1 50 100 1.0 0.001 100 8784 -24 4248.61740163681 4408.046527284564 25 TARGET 1 50 100 1.0 0.001 100 8784 -25 4245.537863991477 4425.559466737689 25 TARGET 1 50 100 1.0 0.001 100 8784 -26 4240.326921148332 4395.572783499053 25 TARGET 1 50 100 1.0 0.001 100 8784 -27 4234.861379090383 4425.268155184659 25 TARGET 1 50 100 1.0 0.001 100 8784 -28 4231.195133710148 4427.830803148674 25 TARGET 1 50 100 1.0 0.001 100 8784 -29 4234.9714392459755 4404.761452414773 25 TARGET 1 50 100 1.0 0.001 100 8784 -30 4237.592563821812 4434.890876538826 25 TARGET 1 50 100 1.0 0.001 100 8784 -31 4225.17052770544 4408.38398141572 25 TARGET 1 50 100 1.0 0.001 100 8784 -32 4223.495461614846 4378.66748046875 25 TARGET 1 50 100 1.0 0.001 100 8784 -33 4221.61504900897 4404.044551964962 25 TARGET 1 50 100 1.0 0.001 100 8784 -34 4215.099303171691 4388.205063328598 25 TARGET 1 50 100 1.0 0.001 100 8784 -35 4211.25774139507 4382.361919981061 25 TARGET 1 50 100 1.0 0.001 100 8784 -36 4215.517153139467 4420.486661044034 25 TARGET 1 50 100 1.0 0.001 100 8784 -37 4210.626230156381 4381.583925189394 25 TARGET 1 50 100 1.0 0.001 100 8784 -38 4207.663325557002 4452.001124526515 25 TARGET 1 50 100 1.0 0.001 100 8784 -39 4207.038970433502 4367.030813506155 25 TARGET 1 50 100 1.0 0.001 100 8784 -40 4199.9054526383625 4419.867083925189 25 TARGET 1 50 100 1.0 0.001 100 8784 -41 4201.799249822443 4431.418146306818 25 TARGET 1 50 100 1.0 0.001 100 8784 -42 4205.513856419007 4355.236609256629 25 TARGET 1 50 100 1.0 0.001 100 8784 -43 4205.733854248869 4390.433046283144 25 TARGET 1 50 100 1.0 0.001 100 8784 -44 4192.43368992661 4416.096561316288 25 TARGET 1 50 100 1.0 0.001 100 8784 -45 4197.009296661274 4368.825143525095 25 TARGET 1 50 100 1.0 0.001 100 8784 -46 4190.721816965225 4420.560754024621 25 TARGET 1 50 100 1.0 0.001 100 8784 -47 4188.21888193458 4353.203243371212 25 TARGET 1 50 100 1.0 0.001 100 8784 -48 4184.286552454887 4359.076667554451 25 TARGET 1 50 100 1.0 0.001 100 8784 -49 4187.743572196575 4347.135564630682 25 TARGET 1 50 100 1.0 0.001 100 8784 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_50bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_50bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index 7673347ba..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_50bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5319.528489649095 13069.610677083334 50 TARGET 1 100 100 0.5 0.001 100 653 -1 4871.826379024621 11395.389382102272 50 TARGET 1 100 100 0.5 0.001 100 653 -2 4676.087011061132 8105.792110558712 50 TARGET 1 100 100 0.5 0.001 100 653 -3 4584.204634232955 6482.079959753788 50 TARGET 1 100 100 0.5 0.001 100 653 -4 4510.374878340699 8991.387458570076 50 TARGET 1 100 100 0.5 0.001 100 653 -5 4480.66291495686 6034.464976917614 50 TARGET 1 100 100 0.5 0.001 100 653 -6 4447.872769031461 4889.85595703125 50 TARGET 1 100 100 0.5 0.001 100 653 -7 4428.691351996527 4876.625799005682 50 TARGET 1 100 100 0.5 0.001 100 653 -8 4414.989573469065 4863.845762310606 50 TARGET 1 100 100 0.5 0.001 100 653 -9 4399.275393913089 4798.515358664773 50 TARGET 1 100 100 0.5 0.001 100 653 -10 4391.475801307344 4583.370975378788 50 TARGET 1 100 100 0.5 0.001 100 653 -11 4364.360767505787 4673.433149857955 50 TARGET 1 100 100 0.5 0.001 100 653 -12 4362.86975714173 4582.13115530303 50 TARGET 1 100 100 0.5 0.001 100 653 -13 4359.123467750421 4532.539491595644 50 TARGET 1 100 100 0.5 0.001 100 653 -14 4341.123401988636 4526.223174124053 50 TARGET 1 100 100 0.5 0.001 100 653 -15 4351.267144097223 4384.430220170455 50 TARGET 1 100 100 0.5 0.001 100 653 -16 4330.465550689183 4315.601828835227 50 TARGET 1 100 100 0.5 0.001 100 653 -17 4329.252638691603 4354.997721354167 50 TARGET 1 100 100 0.5 0.001 100 653 -18 4328.973277698864 4307.897727272727 50 TARGET 1 100 100 0.5 0.001 100 653 -19 4319.570128367003 4297.684244791667 50 TARGET 1 100 100 0.5 0.001 100 653 -20 4314.012522687815 4276.653468276515 50 TARGET 1 100 100 0.5 0.001 100 653 -21 4317.017747461595 4261.419788707386 50 TARGET 1 100 100 0.5 0.001 100 653 -22 4309.41289687237 4255.220747514205 50 TARGET 1 100 100 0.5 0.001 100 653 -23 4307.577549584385 4245.324736624053 50 TARGET 1 100 100 0.5 0.001 100 653 -24 4296.760273634785 4240.584043560606 50 TARGET 1 100 100 0.5 0.001 100 653 -25 4298.89597143308 4231.865130800189 50 TARGET 1 100 100 0.5 0.001 100 653 -26 4285.309573600589 4230.9013671875 50 TARGET 1 100 100 0.5 0.001 100 653 -27 4278.947280421402 4226.611993963068 50 TARGET 1 100 100 0.5 0.001 100 653 -28 4282.435066813973 4237.755800189394 50 TARGET 1 100 100 0.5 0.001 100 653 -29 4280.295214514941 4214.677749171402 50 TARGET 1 100 100 0.5 0.001 100 653 -30 4267.545387139626 4227.264973958333 50 TARGET 1 100 100 0.5 0.001 100 653 -31 4270.483600654988 4216.862511837121 50 TARGET 1 100 100 0.5 0.001 100 653 -32 4262.374010285143 4214.708155776515 50 TARGET 1 100 100 0.5 0.001 100 653 -33 4265.455944536511 4208.203213778409 50 TARGET 1 100 100 0.5 0.001 100 653 -34 4259.973341816603 4209.403364701705 50 TARGET 1 100 100 0.5 0.001 100 653 -35 4260.389704335017 4195.06396484375 50 TARGET 1 100 100 0.5 0.001 100 653 -36 4256.395154342908 4205.42450875947 50 TARGET 1 100 100 0.5 0.001 100 653 -37 4251.966371067445 4201.666119199811 50 TARGET 1 100 100 0.5 0.001 100 653 -38 4240.4835776383625 4186.668338660038 50 TARGET 1 100 100 0.5 0.001 100 653 -39 4248.157644149832 4233.100082859848 50 TARGET 1 100 100 0.5 0.001 100 653 -40 4240.657053937815 4203.107924952652 50 TARGET 1 100 100 0.5 0.001 100 653 -41 4242.473539101957 4175.495457504735 50 TARGET 1 100 100 0.5 0.001 100 653 -42 4234.893391927083 4179.596753669508 50 TARGET 1 100 100 0.5 0.001 100 653 -43 4235.909322719382 4190.601888020833 50 TARGET 1 100 100 0.5 0.001 100 653 -44 4234.51838699495 4189.122233072917 50 TARGET 1 100 100 0.5 0.001 100 653 -45 4227.380729495476 4179.325565222538 50 TARGET 1 100 100 0.5 0.001 100 653 -46 4224.353721130577 4187.10761422822 50 TARGET 1 100 100 0.5 0.001 100 653 -47 4231.211560592908 4180.769398082386 50 TARGET 1 100 100 0.5 0.001 100 653 -48 4222.699110243056 4189.675707267992 50 TARGET 1 100 100 0.5 0.001 100 653 -49 4236.399996054293 4205.882886482008 50 TARGET 1 100 100 0.5 0.001 100 653 -50 4217.314555055766 4210.761615175189 50 TARGET 1 100 100 0.5 0.001 100 653 -51 4221.508504642782 4187.561863754735 50 TARGET 1 100 100 0.5 0.001 100 653 -52 4221.215090356692 4204.930826822917 50 TARGET 1 100 100 0.5 0.001 100 653 -53 4216.6524045796505 4171.219563802083 50 TARGET 1 100 100 0.5 0.001 100 653 -54 4218.824919113005 4166.496019767992 50 TARGET 1 100 100 0.5 0.001 100 653 -55 4217.199919113005 4179.376805160985 50 TARGET 1 100 100 0.5 0.001 100 653 -56 4211.93193655303 4178.378773082386 50 TARGET 1 100 100 0.5 0.001 100 653 -57 4208.815691090594 4167.999881628788 50 TARGET 1 100 100 0.5 0.001 100 653 -58 4205.064864136153 4183.06201171875 50 TARGET 1 100 100 0.5 0.001 100 653 -59 4201.279242621527 4153.203213778409 50 TARGET 1 100 100 0.5 0.001 100 653 -60 4200.065195411143 4165.830625591856 50 TARGET 1 100 100 0.5 0.001 100 653 -61 4205.310414529408 4204.652565696023 50 TARGET 1 100 100 0.5 0.001 100 653 -62 4199.545706906302 4169.889825994318 50 TARGET 1 100 100 0.5 0.001 100 653 -63 4197.99993588226 4163.104995265152 50 TARGET 1 100 100 0.5 0.001 100 653 -64 4193.567713265467 4165.425603693182 50 TARGET 1 100 100 0.5 0.001 100 653 -65 4199.461307410038 4150.639500473485 50 TARGET 1 100 100 0.5 0.001 100 653 -66 4194.72745686027 4166.644146543561 50 TARGET 1 100 100 0.5 0.001 100 653 -67 4194.290742713594 4162.74980764678 50 TARGET 1 100 100 0.5 0.001 100 653 -68 4190.162921533039 4157.622543797348 50 TARGET 1 100 100 0.5 0.001 100 653 -69 4188.924992108586 4150.421105587121 50 TARGET 1 100 100 0.5 0.001 100 653 -70 4192.183725273569 4157.579930160985 50 TARGET 1 100 100 0.5 0.001 100 653 -71 4192.519129281092 4164.704693418561 50 TARGET 1 100 100 0.5 0.001 100 653 -72 4190.695675833859 4177.570297703598 50 TARGET 1 100 100 0.5 0.001 100 653 -73 4183.948614563605 4164.316539417614 50 TARGET 1 100 100 0.5 0.001 100 653 -74 4184.533209701179 4169.626834753788 50 TARGET 1 100 100 0.5 0.001 100 653 -75 4183.5419905434555 4160.468350497159 50 TARGET 1 100 100 0.5 0.001 100 653 -76 4183.220933291246 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100 100 0.0 0.001 100 5405 -84 4158.715699475221 4272.551639441288 50 TARGET 1 100 100 0.0 0.001 100 5405 -85 4156.64978479456 4275.416104403409 50 TARGET 1 100 100 0.0 0.001 100 5405 -86 4162.9203789194025 4261.295765269886 50 TARGET 1 100 100 0.0 0.001 100 5405 -87 4162.159134476273 4295.621567234848 50 TARGET 1 100 100 0.0 0.001 100 5405 -88 4158.195012461858 4288.75800485322 50 TARGET 1 100 100 0.0 0.001 100 5405 -89 4157.741059685396 4285.688876065341 50 TARGET 1 100 100 0.0 0.001 100 5405 -90 4159.086841724537 4258.637754498106 50 TARGET 1 100 100 0.0 0.001 100 5405 -91 4156.766232474484 4276.113444010417 50 TARGET 1 100 100 0.0 0.001 100 5405 -92 4154.2131627143835 4264.202414772727 50 TARGET 1 100 100 0.0 0.001 100 5405 -93 4154.391402633102 4299.401722301136 50 TARGET 1 100 100 0.0 0.001 100 5405 -94 4153.920902547611 4260.720126065341 50 TARGET 1 100 100 0.0 0.001 100 5405 -95 4152.873489123001 4280.301772608902 50 TARGET 1 100 100 0.0 0.001 100 5405 -96 4146.988809810343 4298.778838186553 50 TARGET 1 100 100 0.0 0.001 100 5405 -97 4151.119178438026 4250.221561316288 50 TARGET 1 100 100 0.0 0.001 100 5405 -98 4147.848396892098 4272.08935546875 50 TARGET 1 100 100 0.0 0.001 100 5405 -99 4149.508925518203 4252.984153053977 50 TARGET 1 100 100 0.0 0.001 100 5405 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_50bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_50bs_100e_1k_TARGET.tsv deleted file mode 100644 index 09b511fb6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_50bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5312.892030658144 11736.587861032196 50 TARGET 1 100 100 1.0 0.001 100 6860 -1 4834.624205926452 11489.46454782197 50 TARGET 1 100 100 1.0 0.001 100 6860 -2 4635.129729916351 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4323.616171480429 4530.206468986742 50 TARGET 1 100 100 1.0 0.001 100 6860 -16 4321.539180871212 4450.3408203125 50 TARGET 1 100 100 1.0 0.001 100 6860 -17 4311.7186299847435 4546.367838541667 50 TARGET 1 100 100 1.0 0.001 100 6860 -18 4306.93421026673 4449.69189453125 50 TARGET 1 100 100 1.0 0.001 100 6860 -19 4308.473266190551 4461.19140625 50 TARGET 1 100 100 1.0 0.001 100 6860 -20 4311.121989754314 4415.493874289773 50 TARGET 1 100 100 1.0 0.001 100 6860 -21 4293.38124079335 4396.293368252841 50 TARGET 1 100 100 1.0 0.001 100 6860 -22 4302.012989596486 4400.941361860795 50 TARGET 1 100 100 1.0 0.001 100 6860 -23 4285.14353002683 4365.62822561553 50 TARGET 1 100 100 1.0 0.001 100 6860 -24 4287.505224773779 4375.417332504735 50 TARGET 1 100 100 1.0 0.001 100 6860 -25 4275.499666258944 4358.734522964015 50 TARGET 1 100 100 1.0 0.001 100 6860 -26 4268.723641032723 4352.695164535985 50 TARGET 1 100 100 1.0 0.001 100 6860 -27 4264.737894899516 4357.688580137311 50 TARGET 1 100 100 1.0 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4254.964607007576 50 TARGET 1 100 100 1.0 0.001 100 6860 -79 4163.560553451179 4266.134810014205 50 TARGET 1 100 100 1.0 0.001 100 6860 -80 4164.97253870081 4270.675011837121 50 TARGET 1 100 100 1.0 0.001 100 6860 -81 4163.45055535827 4284.958274147727 50 TARGET 1 100 100 1.0 0.001 100 6860 -82 4166.385900837805 4265.816154711174 50 TARGET 1 100 100 1.0 0.001 100 6860 -83 4161.772337634154 4296.618045691288 50 TARGET 1 100 100 1.0 0.001 100 6860 -84 4161.609600234112 4262.048132694129 50 TARGET 1 100 100 1.0 0.001 100 6860 -85 4167.611083162353 4261.579012784091 50 TARGET 1 100 100 1.0 0.001 100 6860 -86 4160.1972343881525 4269.485825047348 50 TARGET 1 100 100 1.0 0.001 100 6860 -87 4158.73879090383 4268.877470999053 50 TARGET 1 100 100 1.0 0.001 100 6860 -88 4157.169516618003 4260.590864701705 50 TARGET 1 100 100 1.0 0.001 100 6860 -89 4155.84695424295 4271.051743016098 50 TARGET 1 100 100 1.0 0.001 100 6860 -90 4154.848072193287 4258.89111328125 50 TARGET 1 100 100 1.0 0.001 100 6860 -91 4157.035564795086 4260.08056640625 50 TARGET 1 100 100 1.0 0.001 100 6860 -92 4155.882387514467 4266.73212594697 50 TARGET 1 100 100 1.0 0.001 100 6860 -93 4154.665366227378 4269.479092684659 50 TARGET 1 100 100 1.0 0.001 100 6860 -94 4156.442141137942 4270.563639322917 50 TARGET 1 100 100 1.0 0.001 100 6860 -95 4156.429587213279 4275.701023910985 50 TARGET 1 100 100 1.0 0.001 100 6860 -96 4150.215031171086 4310.731548887311 50 TARGET 1 100 100 1.0 0.001 100 6860 -97 4149.913052234586 4277.538233901515 50 TARGET 1 100 100 1.0 0.001 100 6860 -98 4148.794568405408 4285.908365885417 50 TARGET 1 100 100 1.0 0.001 100 6860 -99 4149.777379918982 4266.313091856061 50 TARGET 1 100 100 1.0 0.001 100 6860 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_50bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_50bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index d9629e0d9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_50bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5308.6628360427185 17844.173295454544 50 TARGET 1 50 100 0.5 0.001 100 673 -1 4820.636260061553 11763.02870501894 50 TARGET 1 50 100 0.5 0.001 100 673 -2 4619.881268742109 8127.315696022727 50 TARGET 1 50 100 0.5 0.001 100 673 -3 4545.418476759785 5964.767533735795 50 TARGET 1 50 100 0.5 0.001 100 673 -4 4495.421228890467 5724.260046756629 50 TARGET 1 50 100 0.5 0.001 100 673 -5 4455.486712831439 5167.827947443182 50 TARGET 1 50 100 0.5 0.001 100 673 -6 4434.953078966751 4948.052157315341 50 TARGET 1 50 100 0.5 0.001 100 673 -7 4406.166604192971 4840.727465080492 50 TARGET 1 50 100 0.5 0.001 100 673 -8 4394.25091244476 4721.372203480114 50 TARGET 1 50 100 0.5 0.001 100 673 -9 4388.553023726852 4727.413322679924 50 TARGET 1 50 100 0.5 0.001 100 673 -10 4377.377163562711 4646.53125 50 TARGET 1 50 100 0.5 0.001 100 673 -11 4377.785905934344 4517.283706202652 50 TARGET 1 50 100 0.5 0.001 100 673 -12 4360.979538220749 4466.564897017045 50 TARGET 1 50 100 0.5 0.001 100 673 -13 4354.01806640625 4543.796786221591 50 TARGET 1 50 100 0.5 0.001 100 673 -14 4350.220058659512 4461.050381747159 50 TARGET 1 50 100 0.5 0.001 100 673 -15 4331.679832175926 4437.247765743371 50 TARGET 1 50 100 0.5 0.001 100 673 -16 4329.750728311764 4440.517918442235 50 TARGET 1 50 100 0.5 0.001 100 673 -17 4318.128409748527 4385.563032670455 50 TARGET 1 50 100 0.5 0.001 100 673 -18 4330.037354337647 4366.257723721591 50 TARGET 1 50 100 0.5 0.001 100 673 -19 4315.724260837542 4335.298724550189 50 TARGET 1 50 100 0.5 0.001 100 673 -20 4315.82780769939 4405.55224609375 50 TARGET 1 50 100 0.5 0.001 100 673 -21 4300.60625624737 4303.849446614583 50 TARGET 1 50 100 0.5 0.001 100 673 -22 4292.570379905829 4329.482392282197 50 TARGET 1 50 100 0.5 0.001 100 673 -23 4288.790857796717 4297.770596590909 50 TARGET 1 50 100 0.5 0.001 100 673 -24 4292.302979337647 4301.892356178977 50 TARGET 1 50 100 0.5 0.001 100 673 -25 4285.799000749685 4303.234966856061 50 TARGET 1 50 100 0.5 0.001 100 673 -26 4280.154854206124 4280.575801964962 50 TARGET 1 50 100 0.5 0.001 100 673 -27 4270.393651686132 4286.834369081439 50 TARGET 1 50 100 0.5 0.001 100 673 -28 4271.744640414562 4286.528601444129 50 TARGET 1 50 100 0.5 0.001 100 673 -29 4269.9870663010315 4299.07861328125 50 TARGET 1 50 100 0.5 0.001 100 673 -30 4263.565319536511 4290.716145833333 50 TARGET 1 50 100 0.5 0.001 100 673 -31 4261.571423874158 4266.451201467803 50 TARGET 1 50 100 0.5 0.001 100 673 -32 4256.317417337437 4274.097005208333 50 TARGET 1 50 100 0.5 0.001 100 673 -33 4257.466814959491 4255.013701467803 50 TARGET 1 50 100 0.5 0.001 100 673 -34 4249.678364044086 4267.110040838068 50 TARGET 1 50 100 0.5 0.001 100 673 -35 4246.46227410827 4267.794699928977 50 TARGET 1 50 100 0.5 0.001 100 673 -36 4244.2991372053875 4267.396010890152 50 TARGET 1 50 100 0.5 0.001 100 673 -37 4242.67851858428 4260.284949100379 50 TARGET 1 50 100 0.5 0.001 100 673 -38 4244.201735782302 4264.299138849432 50 TARGET 1 50 100 0.5 0.001 100 673 -39 4243.53683481955 4256.234493371212 50 TARGET 1 50 100 0.5 0.001 100 673 -40 4236.236163720539 4261.550514914773 50 TARGET 1 50 100 0.5 0.001 100 673 -41 4230.189275568182 4246.878092447917 50 TARGET 1 50 100 0.5 0.001 100 673 -42 4229.762422401094 4266.249970407197 50 TARGET 1 50 100 0.5 0.001 100 673 -43 4223.95234079072 4265.884410511364 50 TARGET 1 50 100 0.5 0.001 100 673 -44 4224.931984230324 4237.742009943182 50 TARGET 1 50 100 0.5 0.001 100 673 -45 4222.759190209385 4235.13056344697 50 TARGET 1 50 100 0.5 0.001 100 673 -46 4223.384601220539 4244.612452651515 50 TARGET 1 50 100 0.5 0.001 100 673 -47 4211.507080900147 4238.105098839962 50 TARGET 1 50 100 0.5 0.001 100 673 -48 4220.901852180661 4227.090465198864 50 TARGET 1 50 100 0.5 0.001 100 673 -49 4220.017001065341 4236.758419152462 50 TARGET 1 50 100 0.5 0.001 100 673 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_50bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_50bs_50e_0k_TARGET.tsv deleted file mode 100644 index 89db891ed..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_50bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5307.042891479903 12861.906812263258 50 TARGET 1 50 100 0.0 0.001 100 201 -1 4824.758711792403 9957.9609375 50 TARGET 1 50 100 0.0 0.001 100 201 -2 4625.487442787247 8514.57099313447 50 TARGET 1 50 100 0.0 0.001 100 201 -3 4541.685369318182 5859.189438328598 50 TARGET 1 50 100 0.0 0.001 100 201 -4 4496.046791153724 5981.69452829072 50 TARGET 1 50 100 0.0 0.001 100 201 -5 4453.859557488952 5091.60956735322 50 TARGET 1 50 100 0.0 0.001 100 201 -6 4431.661364622791 4752.775553385417 50 TARGET 1 50 100 0.0 0.001 100 201 -7 4404.9565742055975 4802.04462594697 50 TARGET 1 50 100 0.0 0.001 100 201 -8 4415.587864320286 4555.42743844697 50 TARGET 1 50 100 0.0 0.001 100 201 -9 4384.284801136364 4580.117009943182 50 TARGET 1 50 100 0.0 0.001 100 201 -10 4375.244494094592 4459.198168205492 50 TARGET 1 50 100 0.0 0.001 100 201 -11 4375.945406210543 4522.878373579545 50 TARGET 1 50 100 0.0 0.001 100 201 -12 4354.006086253156 4444.30585641572 50 TARGET 1 50 100 0.0 0.001 100 201 -13 4354.813910590277 4414.079042376894 50 TARGET 1 50 100 0.0 0.001 100 201 -14 4348.302642308502 4429.27080374053 50 TARGET 1 50 100 0.0 0.001 100 201 -15 4338.838017216435 4416.053355823864 50 TARGET 1 50 100 0.0 0.001 100 201 -16 4335.585802688342 4388.644427675189 50 TARGET 1 50 100 0.0 0.001 100 201 -17 4321.647539851641 4356.677497632576 50 TARGET 1 50 100 0.0 0.001 100 201 -18 4327.328669178767 4329.301062381629 50 TARGET 1 50 100 0.0 0.001 100 201 -19 4320.704727943497 4289.308357007576 50 TARGET 1 50 100 0.0 0.001 100 201 -20 4318.585559369739 4305.815696022727 50 TARGET 1 50 100 0.0 0.001 100 201 -21 4312.676356665615 4287.723884351326 50 TARGET 1 50 100 0.0 0.001 100 201 -22 4299.911650686553 4267.879794034091 50 TARGET 1 50 100 0.0 0.001 100 201 -23 4291.522630274095 4269.472419507576 50 TARGET 1 50 100 0.0 0.001 100 201 -24 4294.562167902988 4241.249053030303 50 TARGET 1 50 100 0.0 0.001 100 201 -25 4290.292763244423 4238.340968276515 50 TARGET 1 50 100 0.0 0.001 100 201 -26 4280.343597103851 4238.90459280303 50 TARGET 1 50 100 0.0 0.001 100 201 -27 4275.127004090383 4213.547274502841 50 TARGET 1 50 100 0.0 0.001 100 201 -28 4273.789994673295 4226.318536931818 50 TARGET 1 50 100 0.0 0.001 100 201 -29 4283.827271740846 4217.491743607955 50 TARGET 1 50 100 0.0 0.001 100 201 -30 4267.094350076283 4216.450935132576 50 TARGET 1 50 100 0.0 0.001 100 201 -31 4272.546930897517 4205.12861032197 50 TARGET 1 50 100 0.0 0.001 100 201 -32 4261.65760798085 4212.478989109848 50 TARGET 1 50 100 0.0 0.001 100 201 -33 4260.744717684659 4208.584502249053 50 TARGET 1 50 100 0.0 0.001 100 201 -34 4261.749077690973 4204.597197561553 50 TARGET 1 50 100 0.0 0.001 100 201 -35 4265.545023805766 4218.468409682765 50 TARGET 1 50 100 0.0 0.001 100 201 -36 4267.520859638047 4209.604580965909 50 TARGET 1 50 100 0.0 0.001 100 201 -37 4251.749006997054 4199.123283617424 50 TARGET 1 50 100 0.0 0.001 100 201 -38 4252.909263533776 4207.185176964962 50 TARGET 1 50 100 0.0 0.001 100 201 -39 4247.047345196759 4193.623771898674 50 TARGET 1 50 100 0.0 0.001 100 201 -40 4240.672059132997 4182.743992660985 50 TARGET 1 50 100 0.0 0.001 100 201 -41 4245.088245738636 4186.731992779356 50 TARGET 1 50 100 0.0 0.001 100 201 -42 4236.395016243161 4176.11376953125 50 TARGET 1 50 100 0.0 0.001 100 201 -43 4234.096357454756 4171.64404296875 50 TARGET 1 50 100 0.0 0.001 100 201 -44 4235.081552833018 4185.234596946023 50 TARGET 1 50 100 0.0 0.001 100 201 -45 4230.975747053872 4175.934599905303 50 TARGET 1 50 100 0.0 0.001 100 201 -46 4226.299362439499 4186.399251302083 50 TARGET 1 50 100 0.0 0.001 100 201 -47 4241.632564249264 4192.491980350379 50 TARGET 1 50 100 0.0 0.001 100 201 -48 4227.134387494739 4172.068744081439 50 TARGET 1 50 100 0.0 0.001 100 201 -49 4231.375800649726 4177.417317708333 50 TARGET 1 50 100 0.0 0.001 100 201 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_50bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_50bs_50e_1k_TARGET.tsv deleted file mode 100644 index 06727e396..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_100z_0.001lr_50bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5312.512019610164 17832.165127840908 50 TARGET 1 50 100 1.0 0.001 100 1420 -1 4829.490877196444 11153.498490767046 50 TARGET 1 50 100 1.0 0.001 100 1420 -2 4636.079392558397 8743.10067471591 50 TARGET 1 50 100 1.0 0.001 100 1420 -3 4540.105064315026 6520.076231060606 50 TARGET 1 50 100 1.0 0.001 100 1420 -4 4489.084645280935 5687.417835582386 50 TARGET 1 50 100 1.0 0.001 100 1420 -5 4441.659490411932 5417.846250591856 50 TARGET 1 50 100 1.0 0.001 100 1420 -6 4429.495452572601 5060.895907315341 50 TARGET 1 50 100 1.0 0.001 100 1420 -7 4414.851261639836 4944.640610203598 50 TARGET 1 50 100 1.0 0.001 100 1420 -8 4396.646556712963 4727.097626657197 50 TARGET 1 50 100 1.0 0.001 100 1420 -9 4382.085674452862 4755.461588541667 50 TARGET 1 50 100 1.0 0.001 100 1420 -10 4371.315784801136 4646.610958214962 50 TARGET 1 50 100 1.0 0.001 100 1420 -11 4375.772066366793 4646.291030421402 50 TARGET 1 50 100 1.0 0.001 100 1420 -12 4357.386883154461 4485.014485677083 50 TARGET 1 50 100 1.0 0.001 100 1420 -13 4347.682242345329 4518.43095999053 50 TARGET 1 50 100 1.0 0.001 100 1420 -14 4349.342888520623 4577.5888671875 50 TARGET 1 50 100 1.0 0.001 100 1420 -15 4337.964422874579 4535.686937736742 50 TARGET 1 50 100 1.0 0.001 100 1420 -16 4327.885750407723 4465.878521543561 50 TARGET 1 50 100 1.0 0.001 100 1420 -17 4319.674201323127 4417.157256155303 50 TARGET 1 50 100 1.0 0.001 100 1420 -18 4317.9265375105215 4368.041163589015 50 TARGET 1 50 100 1.0 0.001 100 1420 -19 4307.886883154461 4415.807365648674 50 TARGET 1 50 100 1.0 0.001 100 1420 -20 4306.12975457702 4384.310014204545 50 TARGET 1 50 100 1.0 0.001 100 1420 -21 4300.70115050242 4333.59795217803 50 TARGET 1 50 100 1.0 0.001 100 1420 -22 4294.253965435606 4351.325949928977 50 TARGET 1 50 100 1.0 0.001 100 1420 -23 4290.989247948232 4331.181374289773 50 TARGET 1 50 100 1.0 0.001 100 1420 -24 4286.668527725168 4340.557646780303 50 TARGET 1 50 100 1.0 0.001 100 1420 -25 4282.772146924979 4354.165778882576 50 TARGET 1 50 100 1.0 0.001 100 1420 -26 4280.878008601641 4310.283780184659 50 TARGET 1 50 100 1.0 0.001 100 1420 -27 4268.984062631524 4322.007013494318 50 TARGET 1 50 100 1.0 0.001 100 1420 -28 4268.88147589173 4304.995043205492 50 TARGET 1 50 100 1.0 0.001 100 1420 -29 4266.21804799295 4363.563432173295 50 TARGET 1 50 100 1.0 0.001 100 1420 -30 4251.760449547559 4335.64911813447 50 TARGET 1 50 100 1.0 0.001 100 1420 -31 4263.371412694655 4331.064823035038 50 TARGET 1 50 100 1.0 0.001 100 1420 -32 4267.381516992845 4328.095880681818 50 TARGET 1 50 100 1.0 0.001 100 1420 -33 4259.995924413405 4320.527003432765 50 TARGET 1 50 100 1.0 0.001 100 1420 -34 4250.5196808580595 4298.152432528409 50 TARGET 1 50 100 1.0 0.001 100 1420 -35 4243.871067445286 4289.429657907197 50 TARGET 1 50 100 1.0 0.001 100 1420 -36 4246.955351036406 4282.209931344697 50 TARGET 1 50 100 1.0 0.001 100 1420 -37 4240.19724096433 4302.559437144886 50 TARGET 1 50 100 1.0 0.001 100 1420 -38 4235.646180226747 4279.074277935606 50 TARGET 1 50 100 1.0 0.001 100 1420 -39 4235.61344894255 4295.633907433712 50 TARGET 1 50 100 1.0 0.001 100 1420 -40 4229.993704953177 4283.148452296402 50 TARGET 1 50 100 1.0 0.001 100 1420 -41 4225.80368956492 4303.326911695076 50 TARGET 1 50 100 1.0 0.001 100 1420 -42 4230.897469157723 4285.747928503788 50 TARGET 1 50 100 1.0 0.001 100 1420 -43 4220.042914496527 4302.494362571023 50 TARGET 1 50 100 1.0 0.001 100 1420 -44 4226.769452335859 4277.204723011364 50 TARGET 1 50 100 1.0 0.001 100 1420 -45 4219.063728101326 4271.488296046402 50 TARGET 1 50 100 1.0 0.001 100 1420 -46 4212.908107770412 4268.749156605114 50 TARGET 1 50 100 1.0 0.001 100 1420 -47 4217.213420007365 4296.25458688447 50 TARGET 1 50 100 1.0 0.001 100 1420 -48 4218.610271004314 4265.688136245265 50 TARGET 1 50 100 1.0 0.001 100 1420 -49 4210.36419369476 4316.065385298295 50 TARGET 1 50 100 1.0 0.001 100 1420 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_25bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_25bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index 161dde6c9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_25bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5262.395420678135 6076.702666311553 25 TARGET 1 100 100 0.5 0.0005 125 4963 -1 4799.6754606613 5532.54032759233 25 TARGET 1 100 100 0.5 0.0005 125 4963 -2 4599.299323804451 4946.000073982008 25 TARGET 1 100 100 0.5 0.0005 125 4963 -3 4563.953491621949 4840.771795099432 25 TARGET 1 100 100 0.5 0.0005 125 4963 -4 4505.480572324811 4560.02158055161 25 TARGET 1 100 100 0.5 0.0005 125 4963 -5 4456.503094091961 4446.710537997159 25 TARGET 1 100 100 0.5 0.0005 125 4963 -6 4448.384773023201 4434.681159741951 25 TARGET 1 100 100 0.5 0.0005 125 4963 -7 4416.864413996738 4496.495376124527 25 TARGET 1 100 100 0.5 0.0005 125 4963 -8 4393.7149086897625 4448.466856060606 25 TARGET 1 100 100 0.5 0.0005 125 4963 -9 4387.441309251368 4354.301387902462 25 TARGET 1 100 100 0.5 0.0005 125 4963 -10 4379.179731889205 4381.431707208807 25 TARGET 1 100 100 0.5 0.0005 125 4963 -11 4389.950267650463 4421.465450402462 25 TARGET 1 100 100 0.5 0.0005 125 4963 -12 4370.945434159301 4363.993829900568 25 TARGET 1 100 100 0.5 0.0005 125 4963 -13 4355.971245659723 4352.023615056818 25 TARGET 1 100 100 0.5 0.0005 125 4963 -14 4346.585550327493 4315.836951053504 25 TARGET 1 100 100 0.5 0.0005 125 4963 -15 4341.518576882102 4299.310324928977 25 TARGET 1 100 100 0.5 0.0005 125 4963 -16 4338.01925669455 4271.212972005208 25 TARGET 1 100 100 0.5 0.0005 125 4963 -17 4328.92142946391 4292.25273733428 25 TARGET 1 100 100 0.5 0.0005 125 4963 -18 4318.88106241451 4271.54325727983 25 TARGET 1 100 100 0.5 0.0005 125 4963 -19 4324.8446953256525 4276.331801905777 25 TARGET 1 100 100 0.5 0.0005 125 4963 -20 4312.107410366688 4271.675611091383 25 TARGET 1 100 100 0.5 0.0005 125 4963 -21 4297.295051754524 4278.213600852273 25 TARGET 1 100 100 0.5 0.0005 125 4963 -22 4309.059501262626 4231.788833155777 25 TARGET 1 100 100 0.5 0.0005 125 4963 -23 4305.4368440262 4255.543464429451 25 TARGET 1 100 100 0.5 0.0005 125 4963 -24 4304.775629833491 4241.917606238163 25 TARGET 1 100 100 0.5 0.0005 125 4963 -25 4294.776665581598 4228.282300544508 25 TARGET 1 100 100 0.5 0.0005 125 4963 -26 4282.759155684449 4226.353308475379 25 TARGET 1 100 100 0.5 0.0005 125 4963 -27 4287.526743673717 4236.381850733902 25 TARGET 1 100 100 0.5 0.0005 125 4963 -28 4283.672602489741 4266.376575816761 25 TARGET 1 100 100 0.5 0.0005 125 4963 -29 4278.64033975826 4209.001686789773 25 TARGET 1 100 100 0.5 0.0005 125 4963 -30 4275.595501729535 4217.778793797348 25 TARGET 1 100 100 0.5 0.0005 125 4963 -31 4263.464632490267 4224.410370797822 25 TARGET 1 100 100 0.5 0.0005 125 4963 -32 4273.6605298591385 4245.168397845644 25 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4241.912792886547 4204.763649680398 25 TARGET 1 100 100 0.5 0.0005 125 4963 -46 4233.12009211582 4198.420402758049 25 TARGET 1 100 100 0.5 0.0005 125 4963 -47 4224.707191955361 4193.674072265625 25 TARGET 1 100 100 0.5 0.0005 125 4963 -48 4230.3927614359745 4206.751450047348 25 TARGET 1 100 100 0.5 0.0005 125 4963 -49 4233.978204078546 4194.777558297822 25 TARGET 1 100 100 0.5 0.0005 125 4963 -50 4233.365696351536 4209.700017755682 25 TARGET 1 100 100 0.5 0.0005 125 4963 -51 4228.796563042535 4180.786724668561 25 TARGET 1 100 100 0.5 0.0005 125 4963 -52 4229.120260219382 4188.30878610322 25 TARGET 1 100 100 0.5 0.0005 125 4963 -53 4224.351378367003 4225.844186493845 25 TARGET 1 100 100 0.5 0.0005 125 4963 -54 4218.897278448548 4193.057136304451 25 TARGET 1 100 100 0.5 0.0005 125 4963 -55 4218.111261130182 4200.125887784091 25 TARGET 1 100 100 0.5 0.0005 125 4963 -56 4218.6759329131155 4197.686945134943 25 TARGET 1 100 100 0.5 0.0005 125 4963 -57 4223.747185395623 4219.014093572443 25 TARGET 1 100 100 0.5 0.0005 125 4963 -58 4207.09063864557 4193.027003432765 25 TARGET 1 100 100 0.5 0.0005 125 4963 -59 4212.5149332682295 4186.307698567708 25 TARGET 1 100 100 0.5 0.0005 125 4963 -60 4230.89089585635 4208.111868193655 25 TARGET 1 100 100 0.5 0.0005 125 4963 -61 4214.199915002893 4188.56425337358 25 TARGET 1 100 100 0.5 0.0005 125 4963 -62 4201.114014082887 4175.493304628314 25 TARGET 1 100 100 0.5 0.0005 125 4963 -63 4211.322124237164 4174.112164121686 25 TARGET 1 100 100 0.5 0.0005 125 4963 -64 4204.952158712779 4164.677075935133 25 TARGET 1 100 100 0.5 0.0005 125 4963 -65 4203.116272178162 4173.155118075284 25 TARGET 1 100 100 0.5 0.0005 125 4963 -66 4205.42789097025 4180.035215435606 25 TARGET 1 100 100 0.5 0.0005 125 4963 -67 4195.812864977904 4184.275087298769 25 TARGET 1 100 100 0.5 0.0005 125 4963 -68 4204.258466418744 4187.86074366714 25 TARGET 1 100 100 0.5 0.0005 125 4963 -69 4192.109314992372 4173.543812144886 25 TARGET 1 100 100 0.5 0.0005 125 4963 -70 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TARGET 1 100 100 0.5 0.0005 125 4963 -83 4188.735001792009 4211.081750118371 25 TARGET 1 100 100 0.5 0.0005 125 4963 -84 4182.813915933422 4156.604011304451 25 TARGET 1 100 100 0.5 0.0005 125 4963 -85 4175.000824077362 4161.066783558239 25 TARGET 1 100 100 0.5 0.0005 125 4963 -86 4175.179835053004 4196.726473721591 25 TARGET 1 100 100 0.5 0.0005 125 4963 -87 4179.707655575941 4168.729506983902 25 TARGET 1 100 100 0.5 0.0005 125 4963 -88 4174.377964212437 4185.70156397964 25 TARGET 1 100 100 0.5 0.0005 125 4963 -89 4175.016590054188 4206.206653941761 25 TARGET 1 100 100 0.5 0.0005 125 4963 -90 4169.043794882418 4173.722641453598 25 TARGET 1 100 100 0.5 0.0005 125 4963 -91 4171.698864047375 4161.179953835227 25 TARGET 1 100 100 0.5 0.0005 125 4963 -92 4180.977814028962 4156.315326112689 25 TARGET 1 100 100 0.5 0.0005 125 4963 -93 4170.081385551478 4152.700853752367 25 TARGET 1 100 100 0.5 0.0005 125 4963 -94 4167.361615421796 4151.945386482008 25 TARGET 1 100 100 0.5 0.0005 125 4963 -95 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4815.333482941393 6108.441324869792 25 TARGET 1 100 100 0.0 0.0005 125 3321 -2 4635.301873717645 5429.790593927557 25 TARGET 1 100 100 0.0 0.0005 125 3321 -3 4549.541723386205 5182.900072502367 25 TARGET 1 100 100 0.0 0.0005 125 3321 -4 4503.8186569470745 4648.978574810606 25 TARGET 1 100 100 0.0 0.0005 125 3321 -5 4456.12278300584 4640.325602213542 25 TARGET 1 100 100 0.0 0.0005 125 3321 -6 4443.068907663878 4635.586063269413 25 TARGET 1 100 100 0.0 0.0005 125 3321 -7 4422.204860289089 4515.433445785985 25 TARGET 1 100 100 0.0 0.0005 125 3321 -8 4416.105869896885 4459.335042317708 25 TARGET 1 100 100 0.0 0.0005 125 3321 -9 4398.941535307502 4543.866247928504 25 TARGET 1 100 100 0.0 0.0005 125 3321 -10 4388.7311107494215 4394.03164210464 25 TARGET 1 100 100 0.0 0.0005 125 3321 -11 4368.886960424558 4392.176225142045 25 TARGET 1 100 100 0.0 0.0005 125 3321 -12 4361.071500322233 4384.264374704072 25 TARGET 1 100 100 0.0 0.0005 125 3321 -13 4352.911248717645 4321.114405776515 25 TARGET 1 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1 100 100 0.0 0.0005 125 3321 -39 4253.410214202572 4229.274628610322 25 TARGET 1 100 100 0.0 0.0005 125 3321 -40 4247.132581511732 4234.522357362689 25 TARGET 1 100 100 0.0 0.0005 125 3321 -41 4241.328195693918 4226.961499763258 25 TARGET 1 100 100 0.0 0.0005 125 3321 -42 4239.045277810658 4221.310295336174 25 TARGET 1 100 100 0.0 0.0005 125 3321 -43 4250.824285333807 4221.787627249053 25 TARGET 1 100 100 0.0 0.0005 125 3321 -44 4238.213923907039 4221.11669921875 25 TARGET 1 100 100 0.0 0.0005 125 3321 -45 4244.340466842908 4229.087121212121 25 TARGET 1 100 100 0.0 0.0005 125 3321 -46 4232.984518031882 4228.749149206913 25 TARGET 1 100 100 0.0 0.0005 125 3321 -47 4228.098165081808 4218.601629083807 25 TARGET 1 100 100 0.0 0.0005 125 3321 -48 4231.689936063105 4232.64658055161 25 TARGET 1 100 100 0.0 0.0005 125 3321 -49 4235.727805397727 4224.883530125473 25 TARGET 1 100 100 0.0 0.0005 125 3321 -50 4236.693832859848 4262.561767578125 25 TARGET 1 100 100 0.0 0.0005 125 3321 -51 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TARGET 1 100 100 0.0 0.0005 125 3321 -89 4177.325215041035 4194.503565932765 25 TARGET 1 100 100 0.0 0.0005 125 3321 -90 4174.073763349642 4194.70878462358 25 TARGET 1 100 100 0.0 0.0005 125 3321 -91 4177.25576319839 4191.238828716856 25 TARGET 1 100 100 0.0 0.0005 125 3321 -92 4176.182101368503 4190.277365944602 25 TARGET 1 100 100 0.0 0.0005 125 3321 -93 4175.930481573548 4199.38837594697 25 TARGET 1 100 100 0.0 0.0005 125 3321 -94 4166.471514461016 4174.523282137784 25 TARGET 1 100 100 0.0 0.0005 125 3321 -95 4169.169491135312 4196.706276633523 25 TARGET 1 100 100 0.0 0.0005 125 3321 -96 4169.245423390809 4186.77812056108 25 TARGET 1 100 100 0.0 0.0005 125 3321 -97 4166.972162625605 4186.028312914299 25 TARGET 1 100 100 0.0 0.0005 125 3321 -98 4170.293671579072 4171.523711233428 25 TARGET 1 100 100 0.0 0.0005 125 3321 -99 4168.216739333438 4177.872884114583 25 TARGET 1 100 100 0.0 0.0005 125 3321 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_25bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_25bs_100e_1k_TARGET.tsv deleted file mode 100644 index 88eb12277..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_25bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5259.089167225642 6192.396166252367 25 TARGET 1 100 100 1.0 0.0005 125 2414 -1 4772.2186299847435 5634.486742424242 25 TARGET 1 100 100 1.0 0.0005 125 2414 -2 4619.420968309396 5410.58456883286 25 TARGET 1 100 100 1.0 0.0005 125 2414 -3 4546.513171263416 5049.236305930398 25 TARGET 1 100 100 1.0 0.0005 125 2414 -4 4478.653603088173 4759.880504261364 25 TARGET 1 100 100 1.0 0.0005 125 2414 -5 4450.47240306713 4797.93095259233 25 TARGET 1 100 100 1.0 0.0005 125 2414 -6 4420.461286037458 4698.481060606061 25 TARGET 1 100 100 1.0 0.0005 125 2414 -7 4413.971308133418 4705.470348011364 25 TARGET 1 100 100 1.0 0.0005 125 2414 -8 4394.78323518387 4683.29843602036 25 TARGET 1 100 100 1.0 0.0005 125 2414 -9 4372.1120663010315 4564.135660807292 25 TARGET 1 100 100 1.0 0.0005 125 2414 -10 4374.835699935554 4552.558090672348 25 TARGET 1 100 100 1.0 0.0005 125 2414 -11 4358.121804799295 4559.456498579545 25 TARGET 1 100 100 1.0 0.0005 125 2414 -12 4346.737655691025 4496.48388671875 25 TARGET 1 100 100 1.0 0.0005 125 2414 -13 4345.260142111217 4468.54853219697 25 TARGET 1 100 100 1.0 0.0005 125 2414 -14 4339.7560681686655 4455.316813151042 25 TARGET 1 100 100 1.0 0.0005 125 2414 -15 4331.35690893308 4452.033129142992 25 TARGET 1 100 100 1.0 0.0005 125 2414 -16 4320.463543310711 4445.651707504735 25 TARGET 1 100 100 1.0 0.0005 125 2414 -17 4311.845536254472 4434.003299597538 25 TARGET 1 100 100 1.0 0.0005 125 2414 -18 4309.272849754051 4419.646728515625 25 TARGET 1 100 100 1.0 0.0005 125 2414 -19 4308.983612985322 4426.237844756155 25 TARGET 1 100 100 1.0 0.0005 125 2414 -20 4303.846133864688 4473.103574810606 25 TARGET 1 100 100 1.0 0.0005 125 2414 -21 4314.64298420402 4442.50557084517 25 TARGET 1 100 100 1.0 0.0005 125 2414 -22 4289.148260765204 4396.641557173295 25 TARGET 1 100 100 1.0 0.0005 125 2414 -23 4283.171209161932 4416.940052379261 25 TARGET 1 100 100 1.0 0.0005 125 2414 -24 4277.808061079545 4392.856289950284 25 TARGET 1 100 100 1.0 0.0005 125 2414 -25 4286.677808357008 4524.077518347538 25 TARGET 1 100 100 1.0 0.0005 125 2414 -26 4275.8947145609745 4393.53457179214 25 TARGET 1 100 100 1.0 0.0005 125 2414 -27 4266.216456968777 4391.09872898911 25 TARGET 1 100 100 1.0 0.0005 125 2414 -28 4265.57908717711 4373.337935014205 25 TARGET 1 100 100 1.0 0.0005 125 2414 -29 4269.4724306048765 4373.761807528409 25 TARGET 1 100 100 1.0 0.0005 125 2414 -30 4261.807364826652 4373.608361446496 25 TARGET 1 100 100 1.0 0.0005 125 2414 -31 4261.768039279514 4369.802312677557 25 TARGET 1 100 100 1.0 0.0005 125 2414 -32 4258.484015776252 4386.333947383996 25 TARGET 1 100 100 1.0 0.0005 125 2414 -33 4259.8668192340065 4443.425048828125 25 TARGET 1 100 100 1.0 0.0005 125 2414 -34 4248.359704630945 4356.724853515625 25 TARGET 1 100 100 1.0 0.0005 125 2414 -35 4252.3005905408245 4382.851814038826 25 TARGET 1 100 100 1.0 0.0005 125 2414 -36 4246.183533742372 4360.912900982481 25 TARGET 1 100 100 1.0 0.0005 125 2414 -37 4237.933620876736 4358.644575639205 25 TARGET 1 100 100 1.0 0.0005 125 2414 -38 4235.580001676925 4353.924545750473 25 TARGET 1 100 100 1.0 0.0005 125 2414 -39 4232.101569487189 4367.091345584754 25 TARGET 1 100 100 1.0 0.0005 125 2414 -40 4231.152745718908 4337.865079012784 25 TARGET 1 100 100 1.0 0.0005 125 2414 -41 4232.4302703138155 4355.814393939394 25 TARGET 1 100 100 1.0 0.0005 125 2414 -42 4227.0004348498005 4360.626782966383 25 TARGET 1 100 100 1.0 0.0005 125 2414 -43 4235.964104751946 4347.74140329072 25 TARGET 1 100 100 1.0 0.0005 125 2414 -44 4224.374949856639 4347.998779296875 25 TARGET 1 100 100 1.0 0.0005 125 2414 -45 4220.292363330572 4328.299190636837 25 TARGET 1 100 100 1.0 0.0005 125 2414 -46 4224.045004488242 4342.660185842803 25 TARGET 1 100 100 1.0 0.0005 125 2414 -47 4211.684224241109 4351.826933889678 25 TARGET 1 100 100 1.0 0.0005 125 2414 -48 4219.080715603299 4350.307565400095 25 TARGET 1 100 100 1.0 0.0005 125 2414 -49 4213.051626288931 4339.506081321023 25 TARGET 1 100 100 1.0 0.0005 125 2414 -50 4215.2305242365055 4340.500436493845 25 TARGET 1 100 100 1.0 0.0005 125 2414 -51 4217.503476743345 4334.401744495739 25 TARGET 1 100 100 1.0 0.0005 125 2414 -52 4210.3210264263735 4331.926846590909 25 TARGET 1 100 100 1.0 0.0005 125 2414 -53 4212.706898493398 4343.281767874053 25 TARGET 1 100 100 1.0 0.0005 125 2414 -54 4210.381236272227 4317.960427024148 25 TARGET 1 100 100 1.0 0.0005 125 2414 -55 4194.144245186238 4318.127766927083 25 TARGET 1 100 100 1.0 0.0005 125 2414 -56 4203.426034843881 4332.892533735795 25 TARGET 1 100 100 1.0 0.0005 125 2414 -57 4203.366733743687 4316.409564393939 25 TARGET 1 100 100 1.0 0.0005 125 2414 -58 4199.348652541035 4344.316724372633 25 TARGET 1 100 100 1.0 0.0005 125 2414 -59 4191.112499095775 4324.750406901042 25 TARGET 1 100 100 1.0 0.0005 125 2414 -60 4192.841868801952 4345.641142874053 25 TARGET 1 100 100 1.0 0.0005 125 2414 -61 4188.0780641703495 4356.113636363636 25 TARGET 1 100 100 1.0 0.0005 125 2414 -62 4188.947030937631 4354.095614346591 25 TARGET 1 100 100 1.0 0.0005 125 2414 -63 4188.314127604167 4372.479677142519 25 TARGET 1 100 100 1.0 0.0005 125 2414 -64 4186.671547013099 4323.369547526042 25 TARGET 1 100 100 1.0 0.0005 125 2414 -65 4180.476807873659 4320.261459812973 25 TARGET 1 100 100 1.0 0.0005 125 2414 -66 4190.514788592303 4348.730431758996 25 TARGET 1 100 100 1.0 0.0005 125 2414 -67 4181.60111696391 4326.907455906723 25 TARGET 1 100 100 1.0 0.0005 125 2414 -68 4191.1287101976795 4357.160230232008 25 TARGET 1 100 100 1.0 0.0005 125 2414 -69 4182.651739563605 4325.688513553504 25 TARGET 1 100 100 1.0 0.0005 125 2414 -70 4179.725878988453 4324.730720288826 25 TARGET 1 100 100 1.0 0.0005 125 2414 -71 4185.227493440262 4407.020130504261 25 TARGET 1 100 100 1.0 0.0005 125 2414 -72 4182.559480301057 4305.996685606061 25 TARGET 1 100 100 1.0 0.0005 125 2414 -73 4174.8164120041565 4316.065252130682 25 TARGET 1 100 100 1.0 0.0005 125 2414 -74 4172.867333408959 4312.806943951231 25 TARGET 1 100 100 1.0 0.0005 125 2414 -75 4176.3699655243845 4310.993230646307 25 TARGET 1 100 100 1.0 0.0005 125 2414 -76 4175.405577174743 4341.037723425663 25 TARGET 1 100 100 1.0 0.0005 125 2414 -77 4173.090366145176 4328.619880445076 25 TARGET 1 100 100 1.0 0.0005 125 2414 -78 4172.498156203967 4318.30928178267 25 TARGET 1 100 100 1.0 0.0005 125 2414 -79 4172.991779365925 4326.328583688447 25 TARGET 1 100 100 1.0 0.0005 125 2414 -80 4166.646095558449 4310.190740411932 25 TARGET 1 100 100 1.0 0.0005 125 2414 -81 4175.20011311027 4325.281235203598 25 TARGET 1 100 100 1.0 0.0005 125 2414 -82 4164.4515952164875 4332.150124289773 25 TARGET 1 100 100 1.0 0.0005 125 2414 -83 4166.416081797795 4310.841856060606 25 TARGET 1 100 100 1.0 0.0005 125 2414 -84 4163.210254399463 4304.695534446023 25 TARGET 1 100 100 1.0 0.0005 125 2414 -85 4158.097484858349 4324.492217092803 25 TARGET 1 100 100 1.0 0.0005 125 2414 -86 4163.041829427083 4316.443255800189 25 TARGET 1 100 100 1.0 0.0005 125 2414 -87 4157.133413398306 4335.801964962121 25 TARGET 1 100 100 1.0 0.0005 125 2414 -88 4164.265461828572 4319.720229640152 25 TARGET 1 100 100 1.0 0.0005 125 2414 -89 4158.361565689446 4303.528549656723 25 TARGET 1 100 100 1.0 0.0005 125 2414 -90 4156.2785291061655 4325.138057824337 25 TARGET 1 100 100 1.0 0.0005 125 2414 -91 4152.798281069155 4318.642348780777 25 TARGET 1 100 100 1.0 0.0005 125 2414 -92 4166.69676295836 4308.280021898674 25 TARGET 1 100 100 1.0 0.0005 125 2414 -93 4154.574947883786 4295.384528882576 25 TARGET 1 100 100 1.0 0.0005 125 2414 -94 4152.445325241346 4306.728633996212 25 TARGET 1 100 100 1.0 0.0005 125 2414 -95 4156.055637346775 4312.632501775568 25 TARGET 1 100 100 1.0 0.0005 125 2414 -96 4149.551574090515 4311.55283055161 25 TARGET 1 100 100 1.0 0.0005 125 2414 -97 4150.893279721038 4319.574403705019 25 TARGET 1 100 100 1.0 0.0005 125 2414 -98 4153.834019310948 4315.11786813447 25 TARGET 1 100 100 1.0 0.0005 125 2414 -99 4139.595720387469 4311.106031013258 25 TARGET 1 100 100 1.0 0.0005 125 2414 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_25bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_25bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index b51b444cb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_25bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5270.58708504314 6649.955159505208 25 TARGET 1 50 100 0.5 0.0005 125 7209 -1 4802.046291364162 5841.403335108902 25 TARGET 1 50 100 0.5 0.0005 125 7209 -2 4624.689925787826 5445.685620857008 25 TARGET 1 50 100 0.5 0.0005 125 7209 -3 4550.994314071707 5014.789343631629 25 TARGET 1 50 100 0.5 0.0005 125 7209 -4 4520.164120863584 4804.210915305398 25 TARGET 1 50 100 0.5 0.0005 125 7209 -5 4461.1377010666565 4819.179961233428 25 TARGET 1 50 100 0.5 0.0005 125 7209 -6 4420.427822331387 4806.628521543561 25 TARGET 1 50 100 0.5 0.0005 125 7209 -7 4400.205182521833 4661.334783380682 25 TARGET 1 50 100 0.5 0.0005 125 7209 -8 4383.226352062289 4572.704094164299 25 TARGET 1 50 100 0.5 0.0005 125 7209 -9 4386.387858894939 4515.893488103693 25 TARGET 1 50 100 0.5 0.0005 125 7209 -10 4371.8044967908245 4466.264789003314 25 TARGET 1 50 100 0.5 0.0005 125 7209 -11 4354.806870791246 4420.175714666193 25 TARGET 1 50 100 0.5 0.0005 125 7209 -12 4347.677749171402 4453.734056877367 25 TARGET 1 50 100 0.5 0.0005 125 7209 -13 4352.543156993108 4432.435139973958 25 TARGET 1 50 100 0.5 0.0005 125 7209 -14 4342.989877617319 4430.01044625947 25 TARGET 1 50 100 0.5 0.0005 125 7209 -15 4334.147931134259 4394.364376183712 25 TARGET 1 50 100 0.5 0.0005 125 7209 -16 4336.696538135259 4373.895359848485 25 TARGET 1 50 100 0.5 0.0005 125 7209 -17 4321.990815544771 4394.184385357481 25 TARGET 1 50 100 0.5 0.0005 125 7209 -18 4320.381122422138 4411.942109079072 25 TARGET 1 50 100 0.5 0.0005 125 7209 -19 4310.231386126894 4388.046371922348 25 TARGET 1 50 100 0.5 0.0005 125 7209 -20 4301.399070457176 4364.405680338542 25 TARGET 1 50 100 0.5 0.0005 125 7209 -21 4316.946451822917 4344.694816820549 25 TARGET 1 50 100 0.5 0.0005 125 7209 -22 4296.007642341383 4368.887133049242 25 TARGET 1 50 100 0.5 0.0005 125 7209 -23 4294.305968210753 4359.369384765625 25 TARGET 1 50 100 0.5 0.0005 125 7209 -24 4293.32018426452 4369.088327118845 25 TARGET 1 50 100 0.5 0.0005 125 7209 -25 4287.30167232218 4348.304702296402 25 TARGET 1 50 100 0.5 0.0005 125 7209 -26 4282.803302392414 4338.487001361269 25 TARGET 1 50 100 0.5 0.0005 125 7209 -27 4272.141688696865 4331.23681640625 25 TARGET 1 50 100 0.5 0.0005 125 7209 -28 4274.849181101378 4328.086936257102 25 TARGET 1 50 100 0.5 0.0005 125 7209 -29 4272.876345650516 4330.983575994318 25 TARGET 1 50 100 0.5 0.0005 125 7209 -30 4261.360220860954 4319.349276455966 25 TARGET 1 50 100 0.5 0.0005 125 7209 -31 4270.141224254261 4322.148570667614 25 TARGET 1 50 100 0.5 0.0005 125 7209 -32 4263.411781388099 4319.851717862216 25 TARGET 1 50 100 0.5 0.0005 125 7209 -33 4258.067672986374 4310.682010535038 25 TARGET 1 50 100 0.5 0.0005 125 7209 -34 4268.139026988636 4314.279541015625 25 TARGET 1 50 100 0.5 0.0005 125 7209 -35 4255.64407502762 4341.171712239583 25 TARGET 1 50 100 0.5 0.0005 125 7209 -36 4246.208276613795 4307.275560783617 25 TARGET 1 50 100 0.5 0.0005 125 7209 -37 4244.111403751052 4310.7373046875 25 TARGET 1 50 100 0.5 0.0005 125 7209 -38 4241.909648240215 4296.72470555161 25 TARGET 1 50 100 0.5 0.0005 125 7209 -39 4236.797307383733 4291.488924893466 25 TARGET 1 50 100 0.5 0.0005 125 7209 -40 4242.921011054556 4303.620723839962 25 TARGET 1 50 100 0.5 0.0005 125 7209 -41 4238.449110243056 4326.355912642045 25 TARGET 1 50 100 0.5 0.0005 125 7209 -42 4233.50829009496 4289.528098366477 25 TARGET 1 50 100 0.5 0.0005 125 7209 -43 4227.30812684133 4300.531782670455 25 TARGET 1 50 100 0.5 0.0005 125 7209 -44 4234.332030427978 4323.437670158617 25 TARGET 1 50 100 0.5 0.0005 125 7209 -45 4227.844028254551 4283.068514737216 25 TARGET 1 50 100 0.5 0.0005 125 7209 -46 4234.842565465857 4291.7880859375 25 TARGET 1 50 100 0.5 0.0005 125 7209 -47 4226.383022937711 4285.937810724432 25 TARGET 1 50 100 0.5 0.0005 125 7209 -48 4227.238894889651 4294.141534978693 25 TARGET 1 50 100 0.5 0.0005 125 7209 -49 4220.546403159196 4287.642296993371 25 TARGET 1 50 100 0.5 0.0005 125 7209 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_25bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_25bs_50e_0k_TARGET.tsv deleted file mode 100644 index cd85dae7a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_25bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5253.185077500263 6107.256125710227 25 TARGET 1 50 100 0.0 0.0005 125 7860 -1 4780.297861426768 5859.961529356061 25 TARGET 1 50 100 0.0 0.0005 125 7860 -2 4611.653645833333 5504.827274206913 25 TARGET 1 50 100 0.0 0.0005 125 7860 -3 4557.565574363426 5169.328768643466 25 TARGET 1 50 100 0.0 0.0005 125 7860 -4 4486.2490513862585 4845.275124289773 25 TARGET 1 50 100 0.0 0.0005 125 7860 -5 4453.725081215804 4686.507168856534 25 TARGET 1 50 100 0.0 0.0005 125 7860 -6 4417.421922677294 4650.903586647727 25 TARGET 1 50 100 0.0 0.0005 125 7860 -7 4400.482097998211 4613.094001538826 25 TARGET 1 50 100 0.0 0.0005 125 7860 -8 4374.903940939342 4686.688846472538 25 TARGET 1 50 100 0.0 0.0005 125 7860 -9 4382.732181022464 4596.988488399621 25 TARGET 1 50 100 0.0 0.0005 125 7860 -10 4356.090357513942 4562.846028645833 25 TARGET 1 50 100 0.0 0.0005 125 7860 -11 4357.671755806766 4568.974646366004 25 TARGET 1 50 100 0.0 0.0005 125 7860 -12 4359.40904076573 4551.030850497159 25 TARGET 1 50 100 0.0 0.0005 125 7860 -13 4335.461906664299 4498.943522135417 25 TARGET 1 50 100 0.0 0.0005 125 7860 -14 4325.313446969697 4525.18330522017 25 TARGET 1 50 100 0.0 0.0005 125 7860 -15 4325.671815814394 4504.980883049242 25 TARGET 1 50 100 0.0 0.0005 125 7860 -16 4320.090588502209 4480.812877308239 25 TARGET 1 50 100 0.0 0.0005 125 7860 -17 4309.34283755524 4479.126516631155 25 TARGET 1 50 100 0.0 0.0005 125 7860 -18 4308.258258858113 4479.943314985795 25 TARGET 1 50 100 0.0 0.0005 125 7860 -19 4302.254558113689 4500.058756510417 25 TARGET 1 50 100 0.0 0.0005 125 7860 -20 4294.436866220802 4474.237134528883 25 TARGET 1 50 100 0.0 0.0005 125 7860 -21 4292.838205459543 4459.292761600379 25 TARGET 1 50 100 0.0 0.0005 125 7860 -22 4282.464989247948 4445.733146898674 25 TARGET 1 50 100 0.0 0.0005 125 7860 -23 4281.18830558186 4467.389441287879 25 TARGET 1 50 100 0.0 0.0005 125 7860 -24 4276.588030368792 4480.173029119318 25 TARGET 1 50 100 0.0 0.0005 125 7860 -25 4272.636624628446 4478.014012192235 25 TARGET 1 50 100 0.0 0.0005 125 7860 -26 4272.304767236164 4473.841656309186 25 TARGET 1 50 100 0.0 0.0005 125 7860 -27 4262.050288036616 4448.183024088542 25 TARGET 1 50 100 0.0 0.0005 125 7860 -28 4264.859789299242 4432.310280539773 25 TARGET 1 50 100 0.0 0.0005 125 7860 -29 4257.90216537116 4437.27314897017 25 TARGET 1 50 100 0.0 0.0005 125 7860 -30 4256.338292593908 4443.682513612689 25 TARGET 1 50 100 0.0 0.0005 125 7860 -31 4253.288782190393 4468.909305456913 25 TARGET 1 50 100 0.0 0.0005 125 7860 -32 4247.313607264046 4414.919855291193 25 TARGET 1 50 100 0.0 0.0005 125 7860 -33 4247.296500979851 4419.514108368845 25 TARGET 1 50 100 0.0 0.0005 125 7860 -34 4239.033931436764 4421.785067471591 25 TARGET 1 50 100 0.0 0.0005 125 7860 -35 4234.20923755787 4442.111772017045 25 TARGET 1 50 100 0.0 0.0005 125 7860 -36 4232.627586493187 4412.139345111269 25 TARGET 1 50 100 0.0 0.0005 125 7860 -37 4243.298695779408 4416.061183120265 25 TARGET 1 50 100 0.0 0.0005 125 7860 -38 4242.05144051189 4435.654822147254 25 TARGET 1 50 100 0.0 0.0005 125 7860 -39 4241.881263809974 4425.808149857955 25 TARGET 1 50 100 0.0 0.0005 125 7860 -40 4227.322413178004 4414.194831616951 25 TARGET 1 50 100 0.0 0.0005 125 7860 -41 4226.844273217198 4420.967070608428 25 TARGET 1 50 100 0.0 0.0005 125 7860 -42 4225.0513344710125 4436.549005681818 25 TARGET 1 50 100 0.0 0.0005 125 7860 -43 4222.535998822864 4402.069454308712 25 TARGET 1 50 100 0.0 0.0005 125 7860 -44 4217.6575652356905 4400.980439157197 25 TARGET 1 50 100 0.0 0.0005 125 7860 -45 4221.360384032381 4432.302423650568 25 TARGET 1 50 100 0.0 0.0005 125 7860 -46 4213.36449291088 4399.134491891572 25 TARGET 1 50 100 0.0 0.0005 125 7860 -47 4216.973842428188 4410.635793974905 25 TARGET 1 50 100 0.0 0.0005 125 7860 -48 4208.775077845512 4413.006665778883 25 TARGET 1 50 100 0.0 0.0005 125 7860 -49 4216.175835503473 4450.2431640625 25 TARGET 1 50 100 0.0 0.0005 125 7860 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_25bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_25bs_50e_1k_TARGET.tsv deleted file mode 100644 index 33e0315d2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_25bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5285.015001907092 6852.804080847538 25 TARGET 1 50 100 1.0 0.0005 125 8592 -1 4838.347991635101 6853.64599609375 25 TARGET 1 50 100 1.0 0.0005 125 8592 -2 4637.908903488005 5425.220081676136 25 TARGET 1 50 100 1.0 0.0005 125 8592 -3 4564.153714883207 5327.135557232481 25 TARGET 1 50 100 1.0 0.0005 125 8592 -4 4503.225308915983 5069.640750769413 25 TARGET 1 50 100 1.0 0.0005 125 8592 -5 4458.239155881734 4920.964237097538 25 TARGET 1 50 100 1.0 0.0005 125 8592 -6 4459.139924636995 4704.462365352746 25 TARGET 1 50 100 1.0 0.0005 125 8592 -7 4413.383212002841 4584.934237393466 25 TARGET 1 50 100 1.0 0.0005 125 8592 -8 4398.408447265625 4565.097700639205 25 TARGET 1 50 100 1.0 0.0005 125 8592 -9 4388.361727627841 4502.423273259943 25 TARGET 1 50 100 1.0 0.0005 125 8592 -10 4382.305241543035 4574.239538944129 25 TARGET 1 50 100 1.0 0.0005 125 8592 -11 4370.487930246475 4479.576023910985 25 TARGET 1 50 100 1.0 0.0005 125 8592 -12 4344.213950211753 4424.475756096117 25 TARGET 1 50 100 1.0 0.0005 125 8592 -13 4348.644608520097 4403.497639973958 25 TARGET 1 50 100 1.0 0.0005 125 8592 -14 4340.946136166351 4430.339562618371 25 TARGET 1 50 100 1.0 0.0005 125 8592 -15 4327.491554542824 4413.947546756629 25 TARGET 1 50 100 1.0 0.0005 125 8592 -16 4330.5289582018095 4413.583681048769 25 TARGET 1 50 100 1.0 0.0005 125 8592 -17 4321.222310178609 4364.436575224905 25 TARGET 1 50 100 1.0 0.0005 125 8592 -18 4325.683888856008 4410.734389796402 25 TARGET 1 50 100 1.0 0.0005 125 8592 -19 4319.3653289075655 4376.063136245265 25 TARGET 1 50 100 1.0 0.0005 125 8592 -20 4305.480841948127 4373.28691702178 25 TARGET 1 50 100 1.0 0.0005 125 8592 -21 4305.3506171743475 4408.344837535511 25 TARGET 1 50 100 1.0 0.0005 125 8592 -22 4295.287187467119 4347.937270655777 25 TARGET 1 50 100 1.0 0.0005 125 8592 -23 4291.107352825126 4360.741492069129 25 TARGET 1 50 100 1.0 0.0005 125 8592 -24 4290.819778185501 4381.381096117424 25 TARGET 1 50 100 1.0 0.0005 125 8592 -25 4281.559094361584 4336.657803622159 25 TARGET 1 50 100 1.0 0.0005 125 8592 -26 4272.905894886364 4352.084650213068 25 TARGET 1 50 100 1.0 0.0005 125 8592 -27 4271.544309057371 4352.021173650568 25 TARGET 1 50 100 1.0 0.0005 125 8592 -28 4279.225862136995 4323.518243963068 25 TARGET 1 50 100 1.0 0.0005 125 8592 -29 4268.316601069287 4339.108553799716 25 TARGET 1 50 100 1.0 0.0005 125 8592 -30 4260.548135160196 4331.061745383523 25 TARGET 1 50 100 1.0 0.0005 125 8592 -31 4258.219617233533 4329.344748757102 25 TARGET 1 50 100 1.0 0.0005 125 8592 -32 4267.046603732639 4331.199847597064 25 TARGET 1 50 100 1.0 0.0005 125 8592 -33 4245.310032289036 4329.035518761837 25 TARGET 1 50 100 1.0 0.0005 125 8592 -34 4258.385685878972 4328.287375710227 25 TARGET 1 50 100 1.0 0.0005 125 8592 -35 4249.584159876762 4313.135017163826 25 TARGET 1 50 100 1.0 0.0005 125 8592 -36 4241.472327441077 4309.980609315814 25 TARGET 1 50 100 1.0 0.0005 125 8592 -37 4241.899546819102 4303.666185783617 25 TARGET 1 50 100 1.0 0.0005 125 8592 -38 4238.080628057923 4310.824818004261 25 TARGET 1 50 100 1.0 0.0005 125 8592 -39 4242.930432663221 4298.028261126894 25 TARGET 1 50 100 1.0 0.0005 125 8592 -40 4244.115421796086 4379.851998993845 25 TARGET 1 50 100 1.0 0.0005 125 8592 -41 4237.0571917909565 4317.741632634943 25 TARGET 1 50 100 1.0 0.0005 125 8592 -42 4226.967479975537 4311.252382220644 25 TARGET 1 50 100 1.0 0.0005 125 8592 -43 4227.429063585069 4302.60966352983 25 TARGET 1 50 100 1.0 0.0005 125 8592 -44 4225.168623079756 4292.527018229167 25 TARGET 1 50 100 1.0 0.0005 125 8592 -45 4222.848316744923 4307.102472478693 25 TARGET 1 50 100 1.0 0.0005 125 8592 -46 4216.893848149463 4293.496071555398 25 TARGET 1 50 100 1.0 0.0005 125 8592 -47 4216.108304315946 4304.944395123106 25 TARGET 1 50 100 1.0 0.0005 125 8592 -48 4219.816312950468 4307.608132102273 25 TARGET 1 50 100 1.0 0.0005 125 8592 -49 4217.971207846696 4296.261112097538 25 TARGET 1 50 100 1.0 0.0005 125 8592 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_50bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_50bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index a6058e574..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_50bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5414.604793047664 5949.036221590909 50 TARGET 1 100 100 0.5 0.0005 125 295 -1 5028.4452220775465 6401.673783735795 50 TARGET 1 100 100 0.5 0.0005 125 295 -2 4800.992619883733 6408.851133404356 50 TARGET 1 100 100 0.5 0.0005 125 295 -3 4653.74273989899 6058.923014322917 50 TARGET 1 100 100 0.5 0.0005 125 295 -4 4589.15480652883 5571.659105705492 50 TARGET 1 100 100 0.5 0.0005 125 295 -5 4536.388349642256 5290.764411695076 50 TARGET 1 100 100 0.5 0.0005 125 295 -6 4512.1269547690445 4898.266927083333 50 TARGET 1 100 100 0.5 0.0005 125 295 -7 4474.641361531986 4848.721946022727 50 TARGET 1 100 100 0.5 0.0005 125 295 -8 4438.754189025673 4641.83135061553 50 TARGET 1 100 100 0.5 0.0005 125 295 -9 4429.0652093855215 4696.450091737689 50 TARGET 1 100 100 0.5 0.0005 125 295 -10 4409.3078374894785 4654.960049715909 50 TARGET 1 100 100 0.5 0.0005 125 295 -11 4393.364124644886 4578.972478693182 50 TARGET 1 100 100 0.5 0.0005 125 295 -12 4390.71543889415 4514.640373461174 50 TARGET 1 100 100 0.5 0.0005 125 295 -13 4380.276401712437 4587.332667495265 50 TARGET 1 100 100 0.5 0.0005 125 295 -14 4373.141029434974 4609.220229640152 50 TARGET 1 100 100 0.5 0.0005 125 295 -15 4371.486712831439 4562.817649147727 50 TARGET 1 100 100 0.5 0.0005 125 295 -16 4354.061677977694 4603.425278172348 50 TARGET 1 100 100 0.5 0.0005 125 295 -17 4349.672567142782 4507.807114109848 50 TARGET 1 100 100 0.5 0.0005 125 295 -18 4355.685936513573 4510.614346590909 50 TARGET 1 100 100 0.5 0.0005 125 295 -19 4345.676065669718 4467.738621567235 50 TARGET 1 100 100 0.5 0.0005 125 295 -20 4333.439347906145 4515.102183948864 50 TARGET 1 100 100 0.5 0.0005 125 295 -21 4319.644186000632 4458.636837121212 50 TARGET 1 100 100 0.5 0.0005 125 295 -22 4328.835309474958 4436.891290838068 50 TARGET 1 100 100 0.5 0.0005 125 295 -23 4321.827202690973 4438.938432173295 50 TARGET 1 100 100 0.5 0.0005 125 295 -24 4317.418235085227 4422.833362926136 50 TARGET 1 100 100 0.5 0.0005 125 295 -25 4307.522066366793 4449.701526988636 50 TARGET 1 100 100 0.5 0.0005 125 295 -26 4310.355422716751 4412.496434067235 50 TARGET 1 100 100 0.5 0.0005 125 295 -27 4297.146860861217 4380.56396484375 50 TARGET 1 100 100 0.5 0.0005 125 295 -28 4306.039085516624 4402.629897608902 50 TARGET 1 100 100 0.5 0.0005 125 295 -29 4301.340833464857 4397.989864464962 50 TARGET 1 100 100 0.5 0.0005 125 295 -30 4293.752319746949 4365.284002130682 50 TARGET 1 100 100 0.5 0.0005 125 295 -31 4289.3712729508625 4387.103308475379 50 TARGET 1 100 100 0.5 0.0005 125 295 -32 4286.638006036932 4381.748298413826 50 TARGET 1 100 100 0.5 0.0005 125 295 -33 4284.843495173085 4355.050825639205 50 TARGET 1 100 100 0.5 0.0005 125 295 -34 4287.990216290509 4379.385475852273 50 TARGET 1 100 100 0.5 0.0005 125 295 -35 4281.9598540746 4344.679613517992 50 TARGET 1 100 100 0.5 0.0005 125 295 -36 4272.570444023569 4349.421297940341 50 TARGET 1 100 100 0.5 0.0005 125 295 -37 4272.230398056082 4344.275938091856 50 TARGET 1 100 100 0.5 0.0005 125 295 -38 4265.959350996949 4384.421593868371 50 TARGET 1 100 100 0.5 0.0005 125 295 -39 4266.880800189394 4358.379216974432 50 TARGET 1 100 100 0.5 0.0005 125 295 -40 4266.906779382365 4336.486387310606 50 TARGET 1 100 100 0.5 0.0005 125 295 -41 4270.042723787353 4366.402476917614 50 TARGET 1 100 100 0.5 0.0005 125 295 -42 4256.867692221696 4365.073656486742 50 TARGET 1 100 100 0.5 0.0005 125 295 -43 4254.4546210805975 4359.713837594697 50 TARGET 1 100 100 0.5 0.0005 125 295 -44 4254.83863208912 4370.803119081439 50 TARGET 1 100 100 0.5 0.0005 125 295 -45 4258.291789970012 4356.532182173295 50 TARGET 1 100 100 0.5 0.0005 125 295 -46 4262.066818905198 4341.974979285038 50 TARGET 1 100 100 0.5 0.0005 125 295 -47 4241.458918613215 4343.193818063447 50 TARGET 1 100 100 0.5 0.0005 125 295 -48 4246.732020728115 4342.110026041667 50 TARGET 1 100 100 0.5 0.0005 125 295 -49 4250.102340133102 4335.744954427083 50 TARGET 1 100 100 0.5 0.0005 125 295 -50 4240.294676912353 4332.980261600379 50 TARGET 1 100 100 0.5 0.0005 125 295 -51 4234.420207938762 4325.402787642045 50 TARGET 1 100 100 0.5 0.0005 125 295 -52 4237.456639967382 4339.449307528409 50 TARGET 1 100 100 0.5 0.0005 125 295 -53 4228.281790890677 4325.329353101326 50 TARGET 1 100 100 0.5 0.0005 125 295 -54 4226.951832780935 4335.899458451705 50 TARGET 1 100 100 0.5 0.0005 125 295 -55 4227.112404974221 4340.995857007576 50 TARGET 1 100 100 0.5 0.0005 125 295 -56 4227.272212686764 4327.504335345644 50 TARGET 1 100 100 0.5 0.0005 125 295 -57 4226.727910616582 4328.027033025568 50 TARGET 1 100 100 0.5 0.0005 125 295 -58 4225.045401936027 4318.423325047348 50 TARGET 1 100 100 0.5 0.0005 125 295 -59 4223.6778839830595 4331.77265329072 50 TARGET 1 100 100 0.5 0.0005 125 295 -60 4222.285937171191 4342.274961529356 50 TARGET 1 100 100 0.5 0.0005 125 295 -61 4213.95781545928 4337.160319010417 50 TARGET 1 100 100 0.5 0.0005 125 295 -62 4230.743908814709 4344.712816642992 50 TARGET 1 100 100 0.5 0.0005 125 295 -63 4220.095568313342 4367.856904000947 50 TARGET 1 100 100 0.5 0.0005 125 295 -64 4215.525232796717 4334.461218631629 50 TARGET 1 100 100 0.5 0.0005 125 295 -65 4217.093735203598 4308.429273200758 50 TARGET 1 100 100 0.5 0.0005 125 295 -66 4210.453190761785 4319.021203243371 50 TARGET 1 100 100 0.5 0.0005 125 295 -67 4206.53067622843 4314.038825757576 50 TARGET 1 100 100 0.5 0.0005 125 295 -68 4217.224739254524 4322.09931344697 50 TARGET 1 100 100 0.5 0.0005 125 295 -69 4207.231318721065 4311.506303267045 50 TARGET 1 100 100 0.5 0.0005 125 295 -70 4203.543700349853 4311.454826586174 50 TARGET 1 100 100 0.5 0.0005 125 295 -71 4204.101544415509 4303.133774266098 50 TARGET 1 100 100 0.5 0.0005 125 295 -72 4199.432230837016 4316.043664180871 50 TARGET 1 100 100 0.5 0.0005 125 295 -73 4201.845894656198 4320.631687973485 50 TARGET 1 100 100 0.5 0.0005 125 295 -74 4202.095818208123 4311.88837594697 50 TARGET 1 100 100 0.5 0.0005 125 295 -75 4196.924556436764 4305.987674597538 50 TARGET 1 100 100 0.5 0.0005 125 295 -76 4201.223909011995 4325.564305160985 50 TARGET 1 100 100 0.5 0.0005 125 295 -77 4196.680766815289 4293.384943181818 50 TARGET 1 100 100 0.5 0.0005 125 295 -78 4201.405672940341 4307.436804569129 50 TARGET 1 100 100 0.5 0.0005 125 295 -79 4191.384032381103 4292.700787168561 50 TARGET 1 100 100 0.5 0.0005 125 295 -80 4192.55124487058 4282.090583570076 50 TARGET 1 100 100 0.5 0.0005 125 295 -81 4188.9986847643095 4296.976784446023 50 TARGET 1 100 100 0.5 0.0005 125 295 -82 4191.777347860111 4295.417761600379 50 TARGET 1 100 100 0.5 0.0005 125 295 -83 4186.843699034617 4300.509736032197 50 TARGET 1 100 100 0.5 0.0005 125 295 -84 4190.861897786458 4302.78887014678 50 TARGET 1 100 100 0.5 0.0005 125 295 -85 4185.23667748448 4331.165349786932 50 TARGET 1 100 100 0.5 0.0005 125 295 -86 4188.482903580071 4305.479669744318 50 TARGET 1 100 100 0.5 0.0005 125 295 -87 4190.519876499368 4306.466249408144 50 TARGET 1 100 100 0.5 0.0005 125 295 -88 4182.268063118161 4293.56963186553 50 TARGET 1 100 100 0.5 0.0005 125 295 -89 4183.883356678767 4325.961603338068 50 TARGET 1 100 100 0.5 0.0005 125 295 -90 4180.2185338081335 4299.046268347538 50 TARGET 1 100 100 0.5 0.0005 125 295 -91 4184.870510114162 4309.822324810606 50 TARGET 1 100 100 0.5 0.0005 125 295 -92 4182.289411037458 4310.582889441288 50 TARGET 1 100 100 0.5 0.0005 125 295 -93 4185.41484999737 4312.549109256629 50 TARGET 1 100 100 0.5 0.0005 125 295 -94 4174.169315222538 4305.001361268939 50 TARGET 1 100 100 0.5 0.0005 125 295 -95 4175.261842053346 4297.367853338068 50 TARGET 1 100 100 0.5 0.0005 125 295 -96 4179.000391282618 4299.453125 50 TARGET 1 100 100 0.5 0.0005 125 295 -97 4172.281212186974 4300.031412760417 50 TARGET 1 100 100 0.5 0.0005 125 295 -98 4173.316799176662 4284.158143939394 50 TARGET 1 100 100 0.5 0.0005 125 295 -99 4177.507657959806 4313.675455729167 50 TARGET 1 100 100 0.5 0.0005 125 295 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_50bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_50bs_100e_0k_TARGET.tsv deleted file mode 100644 index f69a59555..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_50bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5420.503929266624 5867.772135416667 50 TARGET 1 100 100 0.0 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4415.756850733902 50 TARGET 1 100 100 0.0 0.0005 125 6912 -14 4386.187449034617 4411.369776870265 50 TARGET 1 100 100 0.0 0.0005 125 6912 -15 4377.1357405434555 4421.950032552083 50 TARGET 1 100 100 0.0 0.0005 125 6912 -16 4376.821614583333 4418.812573982008 50 TARGET 1 100 100 0.0 0.0005 125 6912 -17 4363.481542311132 4400.650745738636 50 TARGET 1 100 100 0.0 0.0005 125 6912 -18 4355.624636666141 4415.339784564394 50 TARGET 1 100 100 0.0 0.0005 125 6912 -19 4351.685158880471 4467.821984493371 50 TARGET 1 100 100 0.0 0.0005 125 6912 -20 4341.498906710332 4374.685901988636 50 TARGET 1 100 100 0.0 0.0005 125 6912 -21 4331.697712805135 4388.926609848485 50 TARGET 1 100 100 0.0 0.0005 125 6912 -22 4339.376959701179 4396.720599550189 50 TARGET 1 100 100 0.0 0.0005 125 6912 -23 4328.751349760627 4410.656605113636 50 TARGET 1 100 100 0.0 0.0005 125 6912 -24 4320.724910235164 4334.775745738636 50 TARGET 1 100 100 0.0 0.0005 125 6912 -25 4317.48103923348 4329.966974431818 50 TARGET 1 100 100 0.0 0.0005 125 6912 -26 4316.686556318392 4336.024206912879 50 TARGET 1 100 100 0.0 0.0005 125 6912 -27 4317.48443911774 4312.850659919508 50 TARGET 1 100 100 0.0 0.0005 125 6912 -28 4311.896338055029 4295.339784564394 50 TARGET 1 100 100 0.0 0.0005 125 6912 -29 4300.13788437763 4291.874852035985 50 TARGET 1 100 100 0.0 0.0005 125 6912 -30 4302.476853495897 4298.399295691288 50 TARGET 1 100 100 0.0 0.0005 125 6912 -31 4301.960000394571 4303.085301254735 50 TARGET 1 100 100 0.0 0.0005 125 6912 -32 4300.274539009891 4293.65253610322 50 TARGET 1 100 100 0.0 0.0005 125 6912 -33 4293.741621948653 4276.869066642992 50 TARGET 1 100 100 0.0 0.0005 125 6912 -34 4290.7958984375 4273.060206557765 50 TARGET 1 100 100 0.0 0.0005 125 6912 -35 4286.451153790509 4285.121271306818 50 TARGET 1 100 100 0.0 0.0005 125 6912 -36 4279.258756181608 4281.27704782197 50 TARGET 1 100 100 0.0 0.0005 125 6912 -37 4285.248408564815 4309.857821377841 50 TARGET 1 100 100 0.0 0.0005 125 6912 -38 4274.36466389152 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4515.371014835859 5260.583022608902 50 TARGET 1 100 100 1.0 0.0005 125 2506 -7 4486.675274884259 5371.921519886364 50 TARGET 1 100 100 1.0 0.0005 125 2506 -8 4453.971760245686 4991.045691287879 50 TARGET 1 100 100 1.0 0.0005 125 2506 -9 4435.797034472327 4687.797999526515 50 TARGET 1 100 100 1.0 0.0005 125 2506 -10 4423.253485374579 4624.726089015152 50 TARGET 1 100 100 1.0 0.0005 125 2506 -11 4426.740788418035 4574.426802201705 50 TARGET 1 100 100 1.0 0.0005 125 2506 -12 4416.377962568392 4553.598677201705 50 TARGET 1 100 100 1.0 0.0005 125 2506 -13 4381.5072042034935 4670.18866891572 50 TARGET 1 100 100 1.0 0.0005 125 2506 -14 4382.13317254577 4608.830196496212 50 TARGET 1 100 100 1.0 0.0005 125 2506 -15 4371.994081439394 4548.819750236742 50 TARGET 1 100 100 1.0 0.0005 125 2506 -16 4371.197150541877 4514.662967566288 50 TARGET 1 100 100 1.0 0.0005 125 2506 -17 4350.149305555556 4507.419551964962 50 TARGET 1 100 100 1.0 0.0005 125 2506 -18 4349.027659406565 4481.326053503788 50 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-31 4297.504920625526 4358.243104876894 50 TARGET 1 100 100 1.0 0.0005 125 2506 -32 4299.226624973695 4348.077977035985 50 TARGET 1 100 100 1.0 0.0005 125 2506 -33 4289.116357257471 4352.414491595644 50 TARGET 1 100 100 1.0 0.0005 125 2506 -34 4280.2524101694025 4339.809718276515 50 TARGET 1 100 100 1.0 0.0005 125 2506 -35 4286.799733993582 4331.043323863636 50 TARGET 1 100 100 1.0 0.0005 125 2506 -36 4275.386878222327 4353.796445904356 50 TARGET 1 100 100 1.0 0.0005 125 2506 -37 4268.660792495265 4340.687869910038 50 TARGET 1 100 100 1.0 0.0005 125 2506 -38 4265.091658775253 4348.100837476326 50 TARGET 1 100 100 1.0 0.0005 125 2506 -39 4265.878223971486 4336.211544152462 50 TARGET 1 100 100 1.0 0.0005 125 2506 -40 4274.922989662247 4319.720421993371 50 TARGET 1 100 100 1.0 0.0005 125 2506 -41 4256.972934093539 4317.14111328125 50 TARGET 1 100 100 1.0 0.0005 125 2506 -42 4253.8234805739685 4336.169418797348 50 TARGET 1 100 100 1.0 0.0005 125 2506 -43 4249.447374131944 4329.081321022727 50 TARGET 1 100 100 1.0 0.0005 125 2506 -44 4255.935875683923 4326.733783143939 50 TARGET 1 100 100 1.0 0.0005 125 2506 -45 4248.201967592592 4306.077873461174 50 TARGET 1 100 100 1.0 0.0005 125 2506 -46 4254.334171796086 4328.191139914773 50 TARGET 1 100 100 1.0 0.0005 125 2506 -47 4251.940612176452 4315.900287050189 50 TARGET 1 100 100 1.0 0.0005 125 2506 -48 4240.930402659406 4320.941953716856 50 TARGET 1 100 100 1.0 0.0005 125 2506 -49 4242.27861952862 4305.426358309659 50 TARGET 1 100 100 1.0 0.0005 125 2506 -50 4240.802216500947 4315.716441761364 50 TARGET 1 100 100 1.0 0.0005 125 2506 -51 4241.594807120686 4308.787183357008 50 TARGET 1 100 100 1.0 0.0005 125 2506 -52 4243.852596604062 4300.996508049242 50 TARGET 1 100 100 1.0 0.0005 125 2506 -53 4238.371897687815 4300.808638139205 50 TARGET 1 100 100 1.0 0.0005 125 2506 -54 4237.077561092698 4322.894560842803 50 TARGET 1 100 100 1.0 0.0005 125 2506 -55 4234.297182436342 4297.728574810606 50 TARGET 1 100 100 1.0 0.0005 125 2506 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4193.194084398674 4282.926550662879 50 TARGET 1 100 100 1.0 0.0005 125 2506 -82 4197.545272056503 4266.022076231061 50 TARGET 1 100 100 1.0 0.0005 125 2506 -83 4195.5041742292715 4297.112334280303 50 TARGET 1 100 100 1.0 0.0005 125 2506 -84 4190.8892801715065 4278.9560546875 50 TARGET 1 100 100 1.0 0.0005 125 2506 -85 4183.216742621527 4273.507664535985 50 TARGET 1 100 100 1.0 0.0005 125 2506 -86 4189.501204262679 4265.28301077178 50 TARGET 1 100 100 1.0 0.0005 125 2506 -87 4183.799511225537 4259.965835108902 50 TARGET 1 100 100 1.0 0.0005 125 2506 -88 4191.235811072969 4263.432276870265 50 TARGET 1 100 100 1.0 0.0005 125 2506 -89 4182.023241858691 4274.610469933712 50 TARGET 1 100 100 1.0 0.0005 125 2506 -90 4194.923263395675 4273.150997277462 50 TARGET 1 100 100 1.0 0.0005 125 2506 -91 4187.021587127789 4285.648378314394 50 TARGET 1 100 100 1.0 0.0005 125 2506 -92 4183.21882151594 4278.855749881629 50 TARGET 1 100 100 1.0 0.0005 125 2506 -93 4184.53983602299 4267.169389204545 50 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kappa learning_rate num_components seed -0 5423.675503406461 6525.898777817235 50 TARGET 1 50 100 0.5 0.0005 125 2948 -1 5045.831536392571 6772.083762428977 50 TARGET 1 50 100 0.5 0.0005 125 2948 -2 4820.304728601115 6193.515018347538 50 TARGET 1 50 100 0.5 0.0005 125 2948 -3 4698.25806568287 5978.420262192235 50 TARGET 1 50 100 0.5 0.0005 125 2948 -4 4605.295535103641 5599.471561316288 50 TARGET 1 50 100 0.5 0.0005 125 2948 -5 4561.517221367319 5133.23808889678 50 TARGET 1 50 100 0.5 0.0005 125 2948 -6 4518.078841803451 5035.906457149621 50 TARGET 1 50 100 0.5 0.0005 125 2948 -7 4482.75095190183 4770.584886955492 50 TARGET 1 50 100 0.5 0.0005 125 2948 -8 4461.324545914878 4693.469401041667 50 TARGET 1 50 100 0.5 0.0005 125 2948 -9 4444.796233822601 4621.885239109848 50 TARGET 1 50 100 0.5 0.0005 125 2948 -10 4433.595915206755 4650.071215080492 50 TARGET 1 50 100 0.5 0.0005 125 2948 -11 4419.927864254524 4661.234271425189 50 TARGET 1 50 100 0.5 0.0005 125 2948 -12 4417.583073574285 4550.678311434659 50 TARGET 1 50 100 0.5 0.0005 125 2948 -13 4389.409538089226 4501.82196969697 50 TARGET 1 50 100 0.5 0.0005 125 2948 -14 4386.210995041562 4526.911517518939 50 TARGET 1 50 100 0.5 0.0005 125 2948 -15 4371.578817142782 4471.979521780303 50 TARGET 1 50 100 0.5 0.0005 125 2948 -16 4364.020915535564 4506.728752367424 50 TARGET 1 50 100 0.5 0.0005 125 2948 -17 4356.680591724537 4444.023496685606 50 TARGET 1 50 100 0.5 0.0005 125 2948 -18 4348.599477851431 4455.025183475379 50 TARGET 1 50 100 0.5 0.0005 125 2948 -19 4341.828217066498 4425.623194839015 50 TARGET 1 50 100 0.5 0.0005 125 2948 -20 4341.326037063342 4407.49775094697 50 TARGET 1 50 100 0.5 0.0005 125 2948 -21 4341.827464094065 4364.330285274621 50 TARGET 1 50 100 0.5 0.0005 125 2948 -22 4338.90998526936 4370.640551017992 50 TARGET 1 50 100 0.5 0.0005 125 2948 -23 4335.339708938342 4351.970555160985 50 TARGET 1 50 100 0.5 0.0005 125 2948 -24 4315.4553872053875 4350.909623579545 50 TARGET 1 50 100 0.5 0.0005 125 2948 -25 4323.378860216751 4332.277314157197 50 TARGET 1 50 100 0.5 0.0005 125 2948 -26 4320.630214909512 4354.660555752841 50 TARGET 1 50 100 0.5 0.0005 125 2948 -27 4314.806019176136 4406.707475142045 50 TARGET 1 50 100 0.5 0.0005 125 2948 -28 4309.666796546191 4324.056492660985 50 TARGET 1 50 100 0.5 0.0005 125 2948 -29 4307.229694404988 4322.748905066288 50 TARGET 1 50 100 0.5 0.0005 125 2948 -30 4302.5978354508625 4308.604936079545 50 TARGET 1 50 100 0.5 0.0005 125 2948 -31 4297.673167219065 4326.512192234848 50 TARGET 1 50 100 0.5 0.0005 125 2948 -32 4284.561064749053 4319.811197916667 50 TARGET 1 50 100 0.5 0.0005 125 2948 -33 4290.290048926768 4300.051476680871 50 TARGET 1 50 100 0.5 0.0005 125 2948 -34 4289.6641529224535 4319.193596117424 50 TARGET 1 50 100 0.5 0.0005 125 2948 -35 4281.522097603641 4312.065858783144 50 TARGET 1 50 100 0.5 0.0005 125 2948 -36 4279.41019899516 4296.732510653409 50 TARGET 1 50 100 0.5 0.0005 125 2948 -37 4282.3776797927185 4299.020714962121 50 TARGET 1 50 100 0.5 0.0005 125 2948 -38 4269.763139204545 4290.752900094697 50 TARGET 1 50 100 0.5 0.0005 125 2948 -39 4275.636878222327 4311.337550307765 50 TARGET 1 50 100 0.5 0.0005 125 2948 -40 4267.68459497317 4311.088837594697 50 TARGET 1 50 100 0.5 0.0005 125 2948 -41 4263.1664430765995 4317.667524857955 50 TARGET 1 50 100 0.5 0.0005 125 2948 -42 4262.296799373948 4266.501598011364 50 TARGET 1 50 100 0.5 0.0005 125 2948 -43 4267.263346354167 4298.028971354167 50 TARGET 1 50 100 0.5 0.0005 125 2948 -44 4258.966343118687 4271.173029119318 50 TARGET 1 50 100 0.5 0.0005 125 2948 -45 4254.910044454967 4278.613932291667 50 TARGET 1 50 100 0.5 0.0005 125 2948 -46 4252.846727364794 4265.252988873106 50 TARGET 1 50 100 0.5 0.0005 125 2948 -47 4255.35591428609 4282.486416903409 50 TARGET 1 50 100 0.5 0.0005 125 2948 -48 4249.448089291351 4251.756510416667 50 TARGET 1 50 100 0.5 0.0005 125 2948 -49 4251.593712186974 4266.641690340909 50 TARGET 1 50 100 0.5 0.0005 125 2948 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_50bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_50bs_50e_0k_TARGET.tsv deleted file mode 100644 index 838cd8a39..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_50bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5419.114540588173 6057.671401515152 50 TARGET 1 50 100 0.0 0.0005 125 7072 -1 5045.267974339752 6225.45868844697 50 TARGET 1 50 100 0.0 0.0005 125 7072 -2 4817.402269767992 5859.648304332386 50 TARGET 1 50 100 0.0 0.0005 125 7072 -3 4677.72044994213 5856.611224550189 50 TARGET 1 50 100 0.0 0.0005 125 7072 -4 4608.368589870055 5114.274576822917 50 TARGET 1 50 100 0.0 0.0005 125 7072 -5 4552.195820509785 4979.952163233902 50 TARGET 1 50 100 0.0 0.0005 125 7072 -6 4510.280694312921 4924.507945667614 50 TARGET 1 50 100 0.0 0.0005 125 7072 -7 4483.871212121212 4779.995265151515 50 TARGET 1 50 100 0.0 0.0005 125 7072 -8 4459.605256668245 4672.25605172822 50 TARGET 1 50 100 0.0 0.0005 125 7072 -9 4439.1629790746 4529.370472301136 50 TARGET 1 50 100 0.0 0.0005 125 7072 -10 4425.7929671059555 4492.618282433712 50 TARGET 1 50 100 0.0 0.0005 125 7072 -11 4409.131161879209 4575.498401988636 50 TARGET 1 50 100 0.0 0.0005 125 7072 -12 4395.389875315656 4488.190192945076 50 TARGET 1 50 100 0.0 0.0005 125 7072 -13 4395.818724352904 4537.913825757576 50 TARGET 1 50 100 0.0 0.0005 125 7072 -14 4380.591468066077 4462.765447443182 50 TARGET 1 50 100 0.0 0.0005 125 7072 -15 4374.390559238215 4430.903601444129 50 TARGET 1 50 100 0.0 0.0005 125 7072 -16 4381.765347156461 4546.934792258523 50 TARGET 1 50 100 0.0 0.0005 125 7072 -17 4356.063560408776 4404.405835700758 50 TARGET 1 50 100 0.0 0.0005 125 7072 -18 4351.50757740162 4426.355631510417 50 TARGET 1 50 100 0.0 0.0005 125 7072 -19 4350.722455676557 4364.003255208333 50 TARGET 1 50 100 0.0 0.0005 125 7072 -20 4342.609508167614 4353.825284090909 50 TARGET 1 50 100 0.0 0.0005 125 7072 -21 4345.16707767782 4335.51513671875 50 TARGET 1 50 100 0.0 0.0005 125 7072 -22 4337.6416032065445 4325.660540956439 50 TARGET 1 50 100 0.0 0.0005 125 7072 -23 4330.353315051557 4329.928000710227 50 TARGET 1 50 100 0.0 0.0005 125 7072 -24 4331.334688026094 4298.841796875 50 TARGET 1 50 100 0.0 0.0005 125 7072 -25 4317.645545625526 4284.205211292614 50 TARGET 1 50 100 0.0 0.0005 125 7072 -26 4316.801192261153 4299.491181344697 50 TARGET 1 50 100 0.0 0.0005 125 7072 -27 4315.243382720433 4285.709502249053 50 TARGET 1 50 100 0.0 0.0005 125 7072 -28 4304.522474089857 4298.114568536932 50 TARGET 1 50 100 0.0 0.0005 125 7072 -29 4308.950261074285 4277.89404296875 50 TARGET 1 50 100 0.0 0.0005 125 7072 -30 4307.619995528199 4284.635135535038 50 TARGET 1 50 100 0.0 0.0005 125 7072 -31 4297.556857638889 4303.997351444129 50 TARGET 1 50 100 0.0 0.0005 125 7072 -32 4299.071553753683 4277.633670691288 50 TARGET 1 50 100 0.0 0.0005 125 7072 -33 4288.0353354508625 4262.619229403409 50 TARGET 1 50 100 0.0 0.0005 125 7072 -34 4300.9697265625 4277.976784446023 50 TARGET 1 50 100 0.0 0.0005 125 7072 -35 4284.636537905092 4262.853560014205 50 TARGET 1 50 100 0.0 0.0005 125 7072 -36 4282.017824731692 4286.702888257576 50 TARGET 1 50 100 0.0 0.0005 125 7072 -37 4272.282824994739 4291.990130800189 50 TARGET 1 50 100 0.0 0.0005 125 7072 -38 4281.31320200705 4260.785718513258 50 TARGET 1 50 100 0.0 0.0005 125 7072 -39 4272.680476641414 4276.377115885417 50 TARGET 1 50 100 0.0 0.0005 125 7072 -40 4269.46085200968 4264.687218868371 50 TARGET 1 50 100 0.0 0.0005 125 7072 -41 4268.176723287563 4252.505119554924 50 TARGET 1 50 100 0.0 0.0005 125 7072 -42 4266.1792304555975 4258.076600970644 50 TARGET 1 50 100 0.0 0.0005 125 7072 -43 4271.684882680976 4276.176417495265 50 TARGET 1 50 100 0.0 0.0005 125 7072 -44 4257.999161537247 4257.317412405303 50 TARGET 1 50 100 0.0 0.0005 125 7072 -45 4260.731427228009 4272.393673058712 50 TARGET 1 50 100 0.0 0.0005 125 7072 -46 4253.788232257471 4263.220732717803 50 TARGET 1 50 100 0.0 0.0005 125 7072 -47 4248.119068287037 4241.365885416667 50 TARGET 1 50 100 0.0 0.0005 125 7072 -48 4252.334137271149 4227.971220999053 50 TARGET 1 50 100 0.0 0.0005 125 7072 -49 4246.155643347538 4234.980794270833 50 TARGET 1 50 100 0.0 0.0005 125 7072 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_50bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_50bs_50e_1k_TARGET.tsv deleted file mode 100644 index 7969d4845..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0005lr_50bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5430.462816642992 6331.924168442235 50 TARGET 1 50 100 1.0 0.0005 125 6119 -1 5058.630933357008 6629.711677320076 50 TARGET 1 50 100 1.0 0.0005 125 6119 -2 4838.079231442024 5939.326423413826 50 TARGET 1 50 100 1.0 0.0005 125 6119 -3 4699.08043817077 5732.947975852273 50 TARGET 1 50 100 1.0 0.0005 125 6119 -4 4614.2454377762 5397.527180989583 50 TARGET 1 50 100 1.0 0.0005 125 6119 -5 4562.648670954335 5389.013760653409 50 TARGET 1 50 100 1.0 0.0005 125 6119 -6 4521.8430233322815 5044.972315932765 50 TARGET 1 50 100 1.0 0.0005 125 6119 -7 4482.214574126683 4809.59345407197 50 TARGET 1 50 100 1.0 0.0005 125 6119 -8 4450.171376854482 4802.763538707386 50 TARGET 1 50 100 1.0 0.0005 125 6119 -9 4433.7197873921505 5023.224269057765 50 TARGET 1 50 100 1.0 0.0005 125 6119 -10 4415.608559553872 4703.992217092803 50 TARGET 1 50 100 1.0 0.0005 125 6119 -11 4399.006842513679 4632.87372750947 50 TARGET 1 50 100 1.0 0.0005 125 6119 -12 4392.623765322496 4651.019072561553 50 TARGET 1 50 100 1.0 0.0005 125 6119 -13 4387.00426629577 4562.897046638258 50 TARGET 1 50 100 1.0 0.0005 125 6119 -14 4384.724354548085 4516.259144176136 50 TARGET 1 50 100 1.0 0.0005 125 6119 -15 4369.764068089752 4546.993977864583 50 TARGET 1 50 100 1.0 0.0005 125 6119 -16 4359.717544915299 4522.459369081439 50 TARGET 1 50 100 1.0 0.0005 125 6119 -17 4348.530158354377 4491.004794034091 50 TARGET 1 50 100 1.0 0.0005 125 6119 -18 4346.439486005892 4501.349564985795 50 TARGET 1 50 100 1.0 0.0005 125 6119 -19 4344.4447633890995 4525.325150923295 50 TARGET 1 50 100 1.0 0.0005 125 6119 -20 4336.009535458754 4485.947147253788 50 TARGET 1 50 100 1.0 0.0005 125 6119 -21 4326.462867608376 4485.059703480114 50 TARGET 1 50 100 1.0 0.0005 125 6119 -22 4321.756392045455 4458.958170572917 50 TARGET 1 50 100 1.0 0.0005 125 6119 -23 4326.300574100379 4438.135505445076 50 TARGET 1 50 100 1.0 0.0005 125 6119 -24 4321.9540999184555 4421.350408380682 50 TARGET 1 50 100 1.0 0.0005 125 6119 -25 4317.1144485216755 4451.519856770833 50 TARGET 1 50 100 1.0 0.0005 125 6119 -26 4308.565562855114 4418.299419981061 50 TARGET 1 50 100 1.0 0.0005 125 6119 -27 4295.348938604798 4407.621656013258 50 TARGET 1 50 100 1.0 0.0005 125 6119 -28 4304.775559961595 4399.471368963068 50 TARGET 1 50 100 1.0 0.0005 125 6119 -29 4289.461225207807 4404.694483901515 50 TARGET 1 50 100 1.0 0.0005 125 6119 -30 4297.087132720433 4411.112926136364 50 TARGET 1 50 100 1.0 0.0005 125 6119 -31 4282.087665390888 4432.579249526515 50 TARGET 1 50 100 1.0 0.0005 125 6119 -32 4293.9605396412035 4400.612156723485 50 TARGET 1 50 100 1.0 0.0005 125 6119 -33 4280.4968500105215 4404.812884706439 50 TARGET 1 50 100 1.0 0.0005 125 6119 -34 4276.245016900779 4385.489316998106 50 TARGET 1 50 100 1.0 0.0005 125 6119 -35 4272.907815130471 4385.388346354167 50 TARGET 1 50 100 1.0 0.0005 125 6119 -36 4271.558504971591 4375.005593039773 50 TARGET 1 50 100 1.0 0.0005 125 6119 -37 4278.9522092671505 4402.409120501894 50 TARGET 1 50 100 1.0 0.0005 125 6119 -38 4266.544770622896 4374.910792495265 50 TARGET 1 50 100 1.0 0.0005 125 6119 -39 4259.976440840699 4380.482495857008 50 TARGET 1 50 100 1.0 0.0005 125 6119 -40 4258.775831228956 4392.137606534091 50 TARGET 1 50 100 1.0 0.0005 125 6119 -41 4255.284232296927 4385.417125355114 50 TARGET 1 50 100 1.0 0.0005 125 6119 -42 4249.818099615951 4356.754187381629 50 TARGET 1 50 100 1.0 0.0005 125 6119 -43 4246.543951888679 4384.620590672348 50 TARGET 1 50 100 1.0 0.0005 125 6119 -44 4247.656662655198 4355.510342684659 50 TARGET 1 50 100 1.0 0.0005 125 6119 -45 4250.79279776936 4361.965361624053 50 TARGET 1 50 100 1.0 0.0005 125 6119 -46 4236.161451757155 4355.377485795455 50 TARGET 1 50 100 1.0 0.0005 125 6119 -47 4239.6686658249155 4356.662272135417 50 TARGET 1 50 100 1.0 0.0005 125 6119 -48 4235.102315472433 4348.158632220644 50 TARGET 1 50 100 1.0 0.0005 125 6119 -49 4240.067151002209 4349.000636245265 50 TARGET 1 50 100 1.0 0.0005 125 6119 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_25bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_25bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index 68fee6396..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_25bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4948.311991990215 14413.384943181818 25 TARGET 1 100 100 0.5 0.0015 125 1283 -1 4513.125842572864 7313.809022845644 25 TARGET 1 100 100 0.5 0.0015 125 1283 -2 4433.744568898622 6138.503107244318 25 TARGET 1 100 100 0.5 0.0015 125 1283 -3 4404.877415923558 5414.586825284091 25 TARGET 1 100 100 0.5 0.0015 125 1283 -4 4373.236038773148 5122.914706143466 25 TARGET 1 100 100 0.5 0.0015 125 1283 -5 4371.300799334491 4745.727553858902 25 TARGET 1 100 100 0.5 0.0015 125 1283 -6 4338.406426734796 4624.190806995739 25 TARGET 1 100 100 0.5 0.0015 125 1283 -7 4323.167966283933 4522.305974786932 25 TARGET 1 100 100 0.5 0.0015 125 1283 -8 4312.409109815604 4458.37724165483 25 TARGET 1 100 100 0.5 0.0015 125 1283 -9 4305.2418784196125 4464.488214666193 25 TARGET 1 100 100 0.5 0.0015 125 1283 -10 4284.184396043771 4459.906375769413 25 TARGET 1 100 100 0.5 0.0015 125 1283 -11 4284.870596837516 4435.629401929451 25 TARGET 1 100 100 0.5 0.0015 125 1283 -12 4289.712076000895 4403.048073508523 25 TARGET 1 100 100 0.5 0.0015 125 1283 -13 4285.496885357481 4439.864405776515 25 TARGET 1 100 100 0.5 0.0015 125 1283 -14 4260.822010798085 4392.430841619318 25 TARGET 1 100 100 0.5 0.0015 125 1283 -15 4254.635309803767 4371.741736209754 25 TARGET 1 100 100 0.5 0.0015 125 1283 -16 4249.780598136311 4365.66475053267 25 TARGET 1 100 100 0.5 0.0015 125 1283 -17 4240.854879360007 4442.570475260417 25 TARGET 1 100 100 0.5 0.0015 125 1283 -18 4241.80080632168 4416.514308120265 25 TARGET 1 100 100 0.5 0.0015 125 1283 -19 4236.683546894728 4360.61641068892 25 TARGET 1 100 100 0.5 0.0015 125 1283 -20 4224.774191294455 4363.688942649148 25 TARGET 1 100 100 0.5 0.0015 125 1283 -21 4233.230322430029 4374.971724076705 25 TARGET 1 100 100 0.5 0.0015 125 1283 -22 4217.807219739715 4348.964673591383 25 TARGET 1 100 100 0.5 0.0015 125 1283 -23 4218.370307485664 4366.330832741477 25 TARGET 1 100 100 0.5 0.0015 125 1283 -24 4212.36683814052 4376.927904533617 25 TARGET 1 100 100 0.5 0.0015 125 1283 -25 4207.929881497264 4354.834413470644 25 TARGET 1 100 100 0.5 0.0015 125 1283 -26 4203.0203191583805 4359.431107954545 25 TARGET 1 100 100 0.5 0.0015 125 1283 -27 4205.2015602805395 4368.780850497159 25 TARGET 1 100 100 0.5 0.0015 125 1283 -28 4200.304672703598 4348.163552024148 25 TARGET 1 100 100 0.5 0.0015 125 1283 -29 4199.728902386495 4383.967817826705 25 TARGET 1 100 100 0.5 0.0015 125 1283 -30 4203.461794869266 4339.81220407197 25 TARGET 1 100 100 0.5 0.0015 125 1283 -31 4190.5502650199915 4358.020537405303 25 TARGET 1 100 100 0.5 0.0015 125 1283 -32 4183.495937976773 4374.577599727746 25 TARGET 1 100 100 0.5 0.0015 125 1283 -33 4190.5675735216755 4356.566783558239 25 TARGET 1 100 100 0.5 0.0015 125 1283 -34 4186.335767341383 4341.959554036458 25 TARGET 1 100 100 0.5 0.0015 125 1283 -35 4181.817240602641 4332.320282907197 25 TARGET 1 100 100 0.5 0.0015 125 1283 -36 4182.429976851852 4343.81474905303 25 TARGET 1 100 100 0.5 0.0015 125 1283 -37 4177.169453322285 4313.146232836174 25 TARGET 1 100 100 0.5 0.0015 125 1283 -38 4185.0539809718275 4365.919359611742 25 TARGET 1 100 100 0.5 0.0015 125 1283 -39 4180.390551429004 4377.606460108902 25 TARGET 1 100 100 0.5 0.0015 125 1283 -40 4169.175848655829 4323.908846768466 25 TARGET 1 100 100 0.5 0.0015 125 1283 -41 4176.583347718723 4322.221561316288 25 TARGET 1 100 100 0.5 0.0015 125 1283 -42 4169.519760594223 4329.420950224905 25 TARGET 1 100 100 0.5 0.0015 125 1283 -43 4171.375136455703 4355.158684008049 25 TARGET 1 100 100 0.5 0.0015 125 1283 -44 4168.095969049216 4339.115959398674 25 TARGET 1 100 100 0.5 0.0015 125 1283 -45 4164.928942747791 4328.986705433239 25 TARGET 1 100 100 0.5 0.0015 125 1283 -46 4162.162624371975 4330.514522668087 25 TARGET 1 100 100 0.5 0.0015 125 1283 -47 4166.217214462332 4313.64902195786 25 TARGET 1 100 100 0.5 0.0015 125 1283 -48 4167.3303165114685 4332.051683830492 25 TARGET 1 100 100 0.5 0.0015 125 1283 -49 4161.959319760101 4321.525982481061 25 TARGET 1 100 100 0.5 0.0015 125 1283 -50 4161.745030053135 4367.174242424242 25 TARGET 1 100 100 0.5 0.0015 125 1283 -51 4159.510864668824 4315.96415571733 25 TARGET 1 100 100 0.5 0.0015 125 1283 -52 4158.566256230929 4332.730461351799 25 TARGET 1 100 100 0.5 0.0015 125 1283 -53 4148.797055844908 4300.810901988636 25 TARGET 1 100 100 0.5 0.0015 125 1283 -54 4150.383010607376 4380.940673828125 25 TARGET 1 100 100 0.5 0.0015 125 1283 -55 4148.36791457873 4300.62539210464 25 TARGET 1 100 100 0.5 0.0015 125 1283 -56 4144.725052034012 4303.934792258523 25 TARGET 1 100 100 0.5 0.0015 125 1283 -57 4148.510947693077 4308.158358487216 25 TARGET 1 100 100 0.5 0.0015 125 1283 -58 4155.635367756339 4341.626457445549 25 TARGET 1 100 100 0.5 0.0015 125 1283 -59 4142.735774081965 4296.415468158144 25 TARGET 1 100 100 0.5 0.0015 125 1283 -60 4143.8866242174345 4341.723403468277 25 TARGET 1 100 100 0.5 0.0015 125 1283 -61 4137.064578894413 4315.583984375 25 TARGET 1 100 100 0.5 0.0015 125 1283 -62 4139.623692573522 4309.375036991004 25 TARGET 1 100 100 0.5 0.0015 125 1283 -63 4143.340238731718 4316.154148910985 25 TARGET 1 100 100 0.5 0.0015 125 1283 -64 4142.771108710806 4305.213193951231 25 TARGET 1 100 100 0.5 0.0015 125 1283 -65 4129.938763448285 4384.812943892045 25 TARGET 1 100 100 0.5 0.0015 125 1283 -66 4136.990893225879 4298.920817057292 25 TARGET 1 100 100 0.5 0.0015 125 1283 -67 4134.637718740136 4325.62050929214 25 TARGET 1 100 100 0.5 0.0015 125 1283 -68 4135.280103689894 4300.413596413352 25 TARGET 1 100 100 0.5 0.0015 125 1283 -69 4131.5257420395355 4308.590872099905 25 TARGET 1 100 100 0.5 0.0015 125 1283 -70 4138.906663888231 4297.427290482955 25 TARGET 1 100 100 0.5 0.0015 125 1283 -71 4129.498889858875 4307.185095584754 25 TARGET 1 100 100 0.5 0.0015 125 1283 -72 4126.901157982823 4317.076726740057 25 TARGET 1 100 100 0.5 0.0015 125 1283 -73 4132.067976723616 4390.525316642992 25 TARGET 1 100 100 0.5 0.0015 125 1283 -74 4126.576131595907 4323.187758937027 25 TARGET 1 100 100 0.5 0.0015 125 1283 -75 4139.018505777172 4306.521920868845 25 TARGET 1 100 100 0.5 0.0015 125 1283 -76 4123.894643456045 4337.160881273674 25 TARGET 1 100 100 0.5 0.0015 125 1283 -77 4119.2281420158615 4299.184969815341 25 TARGET 1 100 100 0.5 0.0015 125 1283 -78 4123.482148963594 4316.79726710464 25 TARGET 1 100 100 0.5 0.0015 125 1283 -79 4126.409840182423 4327.843971946023 25 TARGET 1 100 100 0.5 0.0015 125 1283 -80 4121.817846844092 4338.250628847064 25 TARGET 1 100 100 0.5 0.0015 125 1283 -81 4111.092255152435 4312.741144353693 25 TARGET 1 100 100 0.5 0.0015 125 1283 -82 4115.555262093592 4334.848107540246 25 TARGET 1 100 100 0.5 0.0015 125 1283 -83 4131.916758733165 4328.348751183712 25 TARGET 1 100 100 0.5 0.0015 125 1283 -84 4110.8342322147255 4303.498446377841 25 TARGET 1 100 100 0.5 0.0015 125 1283 -85 4113.977054069339 4314.619185014205 25 TARGET 1 100 100 0.5 0.0015 125 1283 -86 4108.01724315091 4328.478293678977 25 TARGET 1 100 100 0.5 0.0015 125 1283 -87 4114.360975066419 4303.329345703125 25 TARGET 1 100 100 0.5 0.0015 125 1283 -88 4113.571457577073 4296.524347478693 25 TARGET 1 100 100 0.5 0.0015 125 1283 -89 4106.175701924847 4296.95976118608 25 TARGET 1 100 100 0.5 0.0015 125 1283 -90 4110.557256319707 4279.639715021307 25 TARGET 1 100 100 0.5 0.0015 125 1283 -91 4112.961648960306 4304.04862837358 25 TARGET 1 100 100 0.5 0.0015 125 1283 -92 4119.1992520419035 4383.068892045455 25 TARGET 1 100 100 0.5 0.0015 125 1283 -93 4109.900226220539 4311.703953598485 25 TARGET 1 100 100 0.5 0.0015 125 1283 -94 4109.884200484665 4309.754187381629 25 TARGET 1 100 100 0.5 0.0015 125 1283 -95 4104.57771850997 4302.459169330019 25 TARGET 1 100 100 0.5 0.0015 125 1283 -96 4101.545978995686 4312.435946377841 25 TARGET 1 100 100 0.5 0.0015 125 1283 -97 4103.202499030013 4316.946880918561 25 TARGET 1 100 100 0.5 0.0015 125 1283 -98 4104.439986617477 4328.167473070549 25 TARGET 1 100 100 0.5 0.0015 125 1283 -99 4096.002920234244 4295.145263671875 25 TARGET 1 100 100 0.5 0.0015 125 1283 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_25bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_25bs_100e_0k_TARGET.tsv deleted file mode 100644 index 1249e1e66..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_25bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4945.336138895465 20099.658173532196 25 TARGET 1 100 100 0.0 0.0015 125 1414 -1 4516.641350023674 7558.600400982481 25 TARGET 1 100 100 0.0 0.0015 125 1414 -2 4428.894208195234 5964.471117424242 25 TARGET 1 100 100 0.0 0.0015 125 1414 -3 4395.266985446917 5361.557572798295 25 TARGET 1 100 100 0.0 0.0015 125 1414 -4 4384.198652376631 4945.320726799242 25 TARGET 1 100 100 0.0 0.0015 125 1414 -5 4361.770754419192 4739.130252722538 25 TARGET 1 100 100 0.0 0.0015 125 1414 -6 4352.179523917561 4598.037212949811 25 TARGET 1 100 100 0.0 0.0015 125 1414 -7 4330.021738379893 4631.046623461174 25 TARGET 1 100 100 0.0 0.0015 125 1414 -8 4314.666087962963 4460.318388967803 25 TARGET 1 100 100 0.0 0.0015 125 1414 -9 4305.708080150463 4460.071503610322 25 TARGET 1 100 100 0.0 0.0015 125 1414 -10 4294.895835799401 4460.555730646307 25 TARGET 1 100 100 0.0 0.0015 125 1414 -11 4285.180733112374 4379.82304243608 25 TARGET 1 100 100 0.0 0.0015 125 1414 -12 4275.728190926189 4448.064112807765 25 TARGET 1 100 100 0.0 0.0015 125 1414 -13 4274.699356849747 4397.121101148201 25 TARGET 1 100 100 0.0 0.0015 125 1414 -14 4272.431103022412 4481.445327296402 25 TARGET 1 100 100 0.0 0.0015 125 1414 -15 4253.760868778935 4355.234589547822 25 TARGET 1 100 100 0.0 0.0015 125 1414 -16 4250.6425172953495 4356.80429539536 25 TARGET 1 100 100 0.0 0.0015 125 1414 -17 4250.6320784340805 4364.797710996686 25 TARGET 1 100 100 0.0 0.0015 125 1414 -18 4235.050722064394 4430.123483368845 25 TARGET 1 100 100 0.0 0.0015 125 1414 -19 4236.29880346433 4375.719208688447 25 TARGET 1 100 100 0.0 0.0015 125 1414 -20 4243.342326668377 4346.934422348485 25 TARGET 1 100 100 0.0 0.0015 125 1414 -21 4231.406069155092 4374.54208836411 25 TARGET 1 100 100 0.0 0.0015 125 1414 -22 4229.012627906671 4403.37910600142 25 TARGET 1 100 100 0.0 0.0015 125 1414 -23 4220.042414295955 4304.261881510417 25 TARGET 1 100 100 0.0 0.0015 125 1414 -24 4218.978369305029 4311.043686375473 25 TARGET 1 100 100 0.0 0.0015 125 1414 -25 4218.377648555871 4301.262295809659 25 TARGET 1 100 100 0.0 0.0015 125 1414 -26 4216.015376749264 4322.75409860322 25 TARGET 1 100 100 0.0 0.0015 125 1414 -27 4204.793309889257 4294.529918323864 25 TARGET 1 100 100 0.0 0.0015 125 1414 -28 4196.7314140756525 4358.085996685606 25 TARGET 1 100 100 0.0 0.0015 125 1414 -29 4202.861331413089 4301.706306226326 25 TARGET 1 100 100 0.0 0.0015 125 1414 -30 4197.9216345584755 4321.026285807292 25 TARGET 1 100 100 0.0 0.0015 125 1414 -31 4194.131729896622 4290.404400449811 25 TARGET 1 100 100 0.0 0.0015 125 1414 -32 4191.7922400272255 4296.831210049716 25 TARGET 1 100 100 0.0 0.0015 125 1414 -33 4191.258519439183 4346.254535097064 25 TARGET 1 100 100 0.0 0.0015 125 1414 -34 4188.421313969776 4304.504860617898 25 TARGET 1 100 100 0.0 0.0015 125 1414 -35 4186.335661711516 4329.834132339015 25 TARGET 1 100 100 0.0 0.0015 125 1414 -36 4182.412982773701 4314.713534268466 25 TARGET 1 100 100 0.0 0.0015 125 1414 -37 4182.39455262258 4325.568877249053 25 TARGET 1 100 100 0.0 0.0015 125 1414 -38 4182.536308725274 4282.345007694129 25 TARGET 1 100 100 0.0 0.0015 125 1414 -39 4186.951076520412 4311.841153231534 25 TARGET 1 100 100 0.0 0.0015 125 1414 -40 4175.56158755524 4287.631192294034 25 TARGET 1 100 100 0.0 0.0015 125 1414 -41 4168.8910060073395 4323.860492128314 25 TARGET 1 100 100 0.0 0.0015 125 1414 -42 4177.756870462437 4280.239183830492 25 TARGET 1 100 100 0.0 0.0015 125 1414 -43 4178.53974313447 4293.910970052083 25 TARGET 1 100 100 0.0 0.0015 125 1414 -44 4179.4694059738 4283.551432291667 25 TARGET 1 100 100 0.0 0.0015 125 1414 -45 4170.17582399516 4333.702303799716 25 TARGET 1 100 100 0.0 0.0015 125 1414 -46 4162.863962295481 4295.814956202652 25 TARGET 1 100 100 0.0 0.0015 125 1414 -47 4167.159503153278 4310.658839370265 25 TARGET 1 100 100 0.0 0.0015 125 1414 -48 4163.294200139415 4302.143532492898 25 TARGET 1 100 100 0.0 0.0015 125 1414 -49 4161.459553214436 4293.967440518466 25 TARGET 1 100 100 0.0 0.0015 125 1414 -50 4153.8257074323965 4278.552475437973 25 TARGET 1 100 100 0.0 0.0015 125 1414 -51 4163.523802066893 4276.542095762311 25 TARGET 1 100 100 0.0 0.0015 125 1414 -52 4156.343336111769 4288.216582327178 25 TARGET 1 100 100 0.0 0.0015 125 1414 -53 4151.984028106586 4280.550707267992 25 TARGET 1 100 100 0.0 0.0015 125 1414 -54 4163.238041630498 4273.372395833333 25 TARGET 1 100 100 0.0 0.0015 125 1414 -55 4157.23413990162 4268.75214547822 25 TARGET 1 100 100 0.0 0.0015 125 1414 -56 4148.553408844303 4286.202496152936 25 TARGET 1 100 100 0.0 0.0015 125 1414 -57 4150.254773483533 4278.34267726089 25 TARGET 1 100 100 0.0 0.0015 125 1414 -58 4147.540292656381 4279.489346590909 25 TARGET 1 100 100 0.0 0.0015 125 1414 -59 4152.326372448443 4268.482954545455 25 TARGET 1 100 100 0.0 0.0015 125 1414 -60 4152.092187746607 4285.306596235795 25 TARGET 1 100 100 0.0 0.0015 125 1414 -61 4138.989330561474 4297.421260949337 25 TARGET 1 100 100 0.0 0.0015 125 1414 -62 4138.626600477431 4274.083044803504 25 TARGET 1 100 100 0.0 0.0015 125 1414 -63 4143.718067310475 4277.64873342803 25 TARGET 1 100 100 0.0 0.0015 125 1414 -64 4143.491320266467 4282.032855409564 25 TARGET 1 100 100 0.0 0.0015 125 1414 -65 4148.953487100826 4320.278623638731 25 TARGET 1 100 100 0.0 0.0015 125 1414 -66 4144.345574478509 4284.878003669508 25 TARGET 1 100 100 0.0 0.0015 125 1414 -67 4138.269548512469 4284.956624348958 25 TARGET 1 100 100 0.0 0.0015 125 1414 -68 4131.3103635640255 4274.239657315341 25 TARGET 1 100 100 0.0 0.0015 125 1414 -69 4136.091473820234 4277.509040601326 25 TARGET 1 100 100 0.0 0.0015 125 1414 -70 4132.101586749658 4271.362067945076 25 TARGET 1 100 100 0.0 0.0015 125 1414 -71 4136.156871859875 4305.761297052557 25 TARGET 1 100 100 0.0 0.0015 125 1414 -72 4136.177771366004 4282.470740116004 25 TARGET 1 100 100 0.0 0.0015 125 1414 -73 4129.414762451994 4306.401455965909 25 TARGET 1 100 100 0.0 0.0015 125 1414 -74 4131.528745298033 4270.40116743608 25 TARGET 1 100 100 0.0 0.0015 125 1414 -75 4128.356114859533 4256.969785748106 25 TARGET 1 100 100 0.0 0.0015 125 1414 -76 4128.483206906302 4302.261075106534 25 TARGET 1 100 100 0.0 0.0015 125 1414 -77 4122.436107083202 4293.315459280303 25 TARGET 1 100 100 0.0 0.0015 125 1414 -78 4121.0090960878315 4321.373209635417 25 TARGET 1 100 100 0.0 0.0015 125 1414 -79 4120.354508216935 4346.007117069129 25 TARGET 1 100 100 0.0 0.0015 125 1414 -80 4119.793356744529 4296.525767933239 25 TARGET 1 100 100 0.0 0.0015 125 1414 -81 4126.956868900595 4276.021602746212 25 TARGET 1 100 100 0.0 0.0015 125 1414 -82 4117.9204878373575 4262.737519235322 25 TARGET 1 100 100 0.0 0.0015 125 1414 -83 4123.015129731561 4285.543153705019 25 TARGET 1 100 100 0.0 0.0015 125 1414 -84 4119.509366944181 4315.403971354167 25 TARGET 1 100 100 0.0 0.0015 125 1414 -85 4117.47332989728 4275.985388553504 25 TARGET 1 100 100 0.0 0.0015 125 1414 -86 4121.017578125 4285.84198922822 25 TARGET 1 100 100 0.0 0.0015 125 1414 -87 4117.7291576244215 4316.698478929924 25 TARGET 1 100 100 0.0 0.0015 125 1414 -88 4117.394811970617 4276.902558297822 25 TARGET 1 100 100 0.0 0.0015 125 1414 -89 4108.053158949521 4262.915630918561 25 TARGET 1 100 100 0.0 0.0015 125 1414 -90 4117.488924071444 4307.426084576231 25 TARGET 1 100 100 0.0 0.0015 125 1414 -91 4106.7717227614685 4276.480772076231 25 TARGET 1 100 100 0.0 0.0015 125 1414 -92 4117.460304542824 4281.173820726799 25 TARGET 1 100 100 0.0 0.0015 125 1414 -93 4116.370974145754 4283.031286991004 25 TARGET 1 100 100 0.0 0.0015 125 1414 -94 4114.732550521491 4260.349468809186 25 TARGET 1 100 100 0.0 0.0015 125 1414 -95 4108.639414983165 4298.229536576705 25 TARGET 1 100 100 0.0 0.0015 125 1414 -96 4106.790972468829 4267.218269116951 25 TARGET 1 100 100 0.0 0.0015 125 1414 -97 4104.124898480245 4273.335501006155 25 TARGET 1 100 100 0.0 0.0015 125 1414 -98 4103.591542048085 4269.044071081913 25 TARGET 1 100 100 0.0 0.0015 125 1414 -99 4103.876266325363 4269.285267223011 25 TARGET 1 100 100 0.0 0.0015 125 1414 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_25bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_25bs_100e_1k_TARGET.tsv deleted file mode 100644 index 931402652..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_25bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4945.354348333596 25706.049094460228 25 TARGET 1 100 100 1.0 0.0015 125 7056 -1 4541.456584891887 6553.494525331439 25 TARGET 1 100 100 1.0 0.0015 125 7056 -2 4444.412888652147 5969.425759055398 25 TARGET 1 100 100 1.0 0.0015 125 7056 -3 4404.076423413826 5325.599306048769 25 TARGET 1 100 100 1.0 0.0015 125 7056 -4 4395.558875703651 4812.98945016572 25 TARGET 1 100 100 1.0 0.0015 125 7056 -5 4357.929271556713 4684.823959812973 25 TARGET 1 100 100 1.0 0.0015 125 7056 -6 4358.671777179346 4458.521062677557 25 TARGET 1 100 100 1.0 0.0015 125 7056 -7 4341.298373546664 4428.136452414773 25 TARGET 1 100 100 1.0 0.0015 125 7056 -8 4325.028137823548 4543.35332327178 25 TARGET 1 100 100 1.0 0.0015 125 7056 -9 4324.167180430608 4370.969904119318 25 TARGET 1 100 100 1.0 0.0015 125 7056 -10 4298.09912109375 4350.090753728693 25 TARGET 1 100 100 1.0 0.0015 125 7056 -11 4301.683559225063 4475.986964370265 25 TARGET 1 100 100 1.0 0.0015 125 7056 -12 4281.7265567458435 4263.70624704072 25 TARGET 1 100 100 1.0 0.0015 125 7056 -13 4271.966870857008 4302.169108072917 25 TARGET 1 100 100 1.0 0.0015 125 7056 -14 4277.4929141677185 4292.058978456439 25 TARGET 1 100 100 1.0 0.0015 125 7056 -15 4260.964245317761 4260.900050307765 25 TARGET 1 100 100 1.0 0.0015 125 7056 -16 4266.667898056082 4249.096605705492 25 TARGET 1 100 100 1.0 0.0015 125 7056 -17 4252.808402218802 4252.098950935133 25 TARGET 1 100 100 1.0 0.0015 125 7056 -18 4245.1330582846695 4256.836174242424 25 TARGET 1 100 100 1.0 0.0015 125 7056 -19 4249.858711627999 4243.952681107955 25 TARGET 1 100 100 1.0 0.0015 125 7056 -20 4242.40684514415 4252.72275242661 25 TARGET 1 100 100 1.0 0.0015 125 7056 -21 4233.925835914483 4247.586070667614 25 TARGET 1 100 100 1.0 0.0015 125 7056 -22 4231.440513533776 4253.261474609375 25 TARGET 1 100 100 1.0 0.0015 125 7056 -23 4233.708771060212 4251.115323153409 25 TARGET 1 100 100 1.0 0.0015 125 7056 -24 4232.924096926295 4229.989243016098 25 TARGET 1 100 100 1.0 0.0015 125 7056 -25 4225.734889585964 4238.488836115057 25 TARGET 1 100 100 1.0 0.0015 125 7056 -26 4212.197187121869 4264.816162109375 25 TARGET 1 100 100 1.0 0.0015 125 7056 -27 4216.209320582123 4220.863732540246 25 TARGET 1 100 100 1.0 0.0015 125 7056 -28 4211.568468703967 4233.49130711411 25 TARGET 1 100 100 1.0 0.0015 125 7056 -29 4223.665461992977 4221.62714547822 25 TARGET 1 100 100 1.0 0.0015 125 7056 -30 4208.038826579598 4217.221709280303 25 TARGET 1 100 100 1.0 0.0015 125 7056 -31 4202.671692922059 4225.747995087595 25 TARGET 1 100 100 1.0 0.0015 125 7056 -32 4206.9431419501 4203.433845288826 25 TARGET 1 100 100 1.0 0.0015 125 7056 -33 4199.227699767861 4237.088822798295 25 TARGET 1 100 100 1.0 0.0015 125 7056 -34 4203.125976151488 4225.396410392992 25 TARGET 1 100 100 1.0 0.0015 125 7056 -35 4194.798277781066 4233.638331557765 25 TARGET 1 100 100 1.0 0.0015 125 7056 -36 4184.019400959464 4223.459901751894 25 TARGET 1 100 100 1.0 0.0015 125 7056 -37 4193.843699445628 4215.934141216856 25 TARGET 1 100 100 1.0 0.0015 125 7056 -38 4192.132226398096 4234.313935250947 25 TARGET 1 100 100 1.0 0.0015 125 7056 -39 4186.8203478469595 4214.62548828125 25 TARGET 1 100 100 1.0 0.0015 125 7056 -40 4186.864997221564 4202.988125887784 25 TARGET 1 100 100 1.0 0.0015 125 7056 -41 4187.677660392992 4250.947783499053 25 TARGET 1 100 100 1.0 0.0015 125 7056 -42 4190.748759979351 4208.359730113636 25 TARGET 1 100 100 1.0 0.0015 125 7056 -43 4181.91036298861 4203.229255445076 25 TARGET 1 100 100 1.0 0.0015 125 7056 -44 4191.463597564183 4242.426691228693 25 TARGET 1 100 100 1.0 0.0015 125 7056 -45 4173.992545901726 4215.824107776989 25 TARGET 1 100 100 1.0 0.0015 125 7056 -46 4179.817690248842 4207.446422230114 25 TARGET 1 100 100 1.0 0.0015 125 7056 -47 4169.588917330861 4235.264507871686 25 TARGET 1 100 100 1.0 0.0015 125 7056 -48 4167.675843723695 4194.176439689867 25 TARGET 1 100 100 1.0 0.0015 125 7056 -49 4175.7519864169035 4236.685879794034 25 TARGET 1 100 100 1.0 0.0015 125 7056 -50 4171.442647503683 4200.748949455492 25 TARGET 1 100 100 1.0 0.0015 125 7056 -51 4166.398509837963 4220.941576408617 25 TARGET 1 100 100 1.0 0.0015 125 7056 -52 4164.109444460885 4193.824092980587 25 TARGET 1 100 100 1.0 0.0015 125 7056 -53 4158.412023473669 4192.69423976089 25 TARGET 1 100 100 1.0 0.0015 125 7056 -54 4170.118455469407 4185.323908025568 25 TARGET 1 100 100 1.0 0.0015 125 7056 -55 4166.400635176637 4201.979137073864 25 TARGET 1 100 100 1.0 0.0015 125 7056 -56 4159.682696923664 4206.737822561553 25 TARGET 1 100 100 1.0 0.0015 125 7056 -57 4169.485453904277 4206.856304746686 25 TARGET 1 100 100 1.0 0.0015 125 7056 -58 4159.296566741635 4204.358664772727 25 TARGET 1 100 100 1.0 0.0015 125 7056 -59 4160.231092664931 4184.412819602273 25 TARGET 1 100 100 1.0 0.0015 125 7056 -60 4157.360986574732 4212.86562647964 25 TARGET 1 100 100 1.0 0.0015 125 7056 -61 4146.925221041798 4196.118341619318 25 TARGET 1 100 100 1.0 0.0015 125 7056 -62 4160.1897506970745 4197.416681463068 25 TARGET 1 100 100 1.0 0.0015 125 7056 -63 4153.434495097459 4212.435428503788 25 TARGET 1 100 100 1.0 0.0015 125 7056 -64 4141.852001870922 4192.667465672348 25 TARGET 1 100 100 1.0 0.0015 125 7056 -65 4151.326406562369 4197.142459753788 25 TARGET 1 100 100 1.0 0.0015 125 7056 -66 4147.319457596801 4221.014145359848 25 TARGET 1 100 100 1.0 0.0015 125 7056 -67 4146.805990405355 4196.674405184659 25 TARGET 1 100 100 1.0 0.0015 125 7056 -68 4147.798904984085 4193.937070904356 25 TARGET 1 100 100 1.0 0.0015 125 7056 -69 4155.045902547611 4205.376953125 25 TARGET 1 100 100 1.0 0.0015 125 7056 -70 4144.390903665562 4214.298643169981 25 TARGET 1 100 100 1.0 0.0015 125 7056 -71 4143.161584924768 4193.236335523201 25 TARGET 1 100 100 1.0 0.0015 125 7056 -72 4138.174451217908 4205.313461766098 25 TARGET 1 100 100 1.0 0.0015 125 7056 -73 4142.962339870055 4198.297629616477 25 TARGET 1 100 100 1.0 0.0015 125 7056 -74 4138.608520096801 4216.85967092803 25 TARGET 1 100 100 1.0 0.0015 125 7056 -75 4138.305567063868 4192.945416074811 25 TARGET 1 100 100 1.0 0.0015 125 7056 -76 4129.707928487347 4194.689438328598 25 TARGET 1 100 100 1.0 0.0015 125 7056 -77 4133.821785563973 4188.341715494792 25 TARGET 1 100 100 1.0 0.0015 125 7056 -78 4139.220800123632 4197.455684777462 25 TARGET 1 100 100 1.0 0.0015 125 7056 -79 4128.121337479613 4218.502759528883 25 TARGET 1 100 100 1.0 0.0015 125 7056 -80 4126.9895278468275 4196.307262073864 25 TARGET 1 100 100 1.0 0.0015 125 7056 -81 4141.052786162405 4188.371596827652 25 TARGET 1 100 100 1.0 0.0015 125 7056 -82 4128.162222814079 4193.612408262311 25 TARGET 1 100 100 1.0 0.0015 125 7056 -83 4142.2814629037775 4179.93349757339 25 TARGET 1 100 100 1.0 0.0015 125 7056 -84 4137.1312033913355 4252.47568211411 25 TARGET 1 100 100 1.0 0.0015 125 7056 -85 4126.93366156684 4194.105365175189 25 TARGET 1 100 100 1.0 0.0015 125 7056 -86 4121.763079607928 4200.754032019413 25 TARGET 1 100 100 1.0 0.0015 125 7056 -87 4132.595983845617 4203.206195253314 25 TARGET 1 100 100 1.0 0.0015 125 7056 -88 4129.884783709491 4223.982037168561 25 TARGET 1 100 100 1.0 0.0015 125 7056 -89 4127.950423012679 4217.81963186553 25 TARGET 1 100 100 1.0 0.0015 125 7056 -90 4126.425954285695 4198.077547940341 25 TARGET 1 100 100 1.0 0.0015 125 7056 -91 4127.914602568655 4214.360381155303 25 TARGET 1 100 100 1.0 0.0015 125 7056 -92 4121.082665851221 4195.136334043561 25 TARGET 1 100 100 1.0 0.0015 125 7056 -93 4119.8569907243 4180.295580314867 25 TARGET 1 100 100 1.0 0.0015 125 7056 -94 4116.2086551550665 4187.422733191288 25 TARGET 1 100 100 1.0 0.0015 125 7056 -95 4118.275901511864 4194.74834280303 25 TARGET 1 100 100 1.0 0.0015 125 7056 -96 4119.481610538984 4222.947702118845 25 TARGET 1 100 100 1.0 0.0015 125 7056 -97 4111.145984585438 4192.46504350142 25 TARGET 1 100 100 1.0 0.0015 125 7056 -98 4122.84654076573 4214.077473958333 25 TARGET 1 100 100 1.0 0.0015 125 7056 -99 4116.569970127709 4194.74043412642 25 TARGET 1 100 100 1.0 0.0015 125 7056 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_25bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_25bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index 04faff8e3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_25bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4922.386616819234 15103.419714725378 25 TARGET 1 50 100 0.5 0.0015 125 4222 -1 4504.571561973906 6497.544389204545 25 TARGET 1 50 100 0.5 0.0015 125 4222 -2 4424.181454025937 10044.277624881628 25 TARGET 1 50 100 0.5 0.0015 125 4222 -3 4406.4567106613 5393.355934836648 25 TARGET 1 50 100 0.5 0.0015 125 4222 -4 4383.310530434554 5219.925477923769 25 TARGET 1 50 100 0.5 0.0015 125 4222 -5 4355.818107014152 4798.79677882339 25 TARGET 1 50 100 0.5 0.0015 125 4222 -6 4349.0993956492 4930.665290601326 25 TARGET 1 50 100 0.5 0.0015 125 4222 -7 4341.376630070234 4588.325054746686 25 TARGET 1 50 100 0.5 0.0015 125 4222 -8 4316.885628748421 4386.794818300189 25 TARGET 1 50 100 0.5 0.0015 125 4222 -9 4307.353296145045 4578.224986683239 25 TARGET 1 50 100 0.5 0.0015 125 4222 -10 4295.20803247317 4359.234293619792 25 TARGET 1 50 100 0.5 0.0015 125 4222 -11 4284.683221373895 4362.836203835227 25 TARGET 1 50 100 0.5 0.0015 125 4222 -12 4274.462533867319 4369.147202000473 25 TARGET 1 50 100 0.5 0.0015 125 4222 -13 4271.878892686632 4369.101902817235 25 TARGET 1 50 100 0.5 0.0015 125 4222 -14 4271.027104130498 4385.185221354167 25 TARGET 1 50 100 0.5 0.0015 125 4222 -15 4265.231271865793 4334.163722182765 25 TARGET 1 50 100 0.5 0.0015 125 4222 -16 4254.169658416851 4344.878351384943 25 TARGET 1 50 100 0.5 0.0015 125 4222 -17 4250.176766032723 4319.481904000947 25 TARGET 1 50 100 0.5 0.0015 125 4222 -18 4247.236638849432 4319.686641808712 25 TARGET 1 50 100 0.5 0.0015 125 4222 -19 4236.491207649411 4315.294440991951 25 TARGET 1 50 100 0.5 0.0015 125 4222 -20 4246.8472329085125 4326.762170040246 25 TARGET 1 50 100 0.5 0.0015 125 4222 -21 4226.2780724727745 4307.090909090909 25 TARGET 1 50 100 0.5 0.0015 125 4222 -22 4226.159820864899 4321.626020951705 25 TARGET 1 50 100 0.5 0.0015 125 4222 -23 4221.219965770991 4325.252404415246 25 TARGET 1 50 100 0.5 0.0015 125 4222 -24 4219.681894218881 4315.996041962595 25 TARGET 1 50 100 0.5 0.0015 125 4222 -25 4214.138783670033 4327.376805160985 25 TARGET 1 50 100 0.5 0.0015 125 4222 -26 4217.387349241109 4290.828354344223 25 TARGET 1 50 100 0.5 0.0015 125 4222 -27 4207.365344114978 4291.793442234848 25 TARGET 1 50 100 0.5 0.0015 125 4222 -28 4202.66185619213 4289.461447975852 25 TARGET 1 50 100 0.5 0.0015 125 4222 -29 4198.508610272648 4316.54550633286 25 TARGET 1 50 100 0.5 0.0015 125 4222 -30 4200.976563733034 4287.868090080492 25 TARGET 1 50 100 0.5 0.0015 125 4222 -31 4197.814982918377 4333.854921283144 25 TARGET 1 50 100 0.5 0.0015 125 4222 -32 4196.099386195944 4301.685199159564 25 TARGET 1 50 100 0.5 0.0015 125 4222 -33 4188.014599116162 4283.997092507102 25 TARGET 1 50 100 0.5 0.0015 125 4222 -34 4194.157408640441 4305.085478811553 25 TARGET 1 50 100 0.5 0.0015 125 4222 -35 4184.554655030119 4299.636067708333 25 TARGET 1 50 100 0.5 0.0015 125 4222 -36 4187.960741858691 4330.756939512311 25 TARGET 1 50 100 0.5 0.0015 125 4222 -37 4191.382168034512 4266.256517814867 25 TARGET 1 50 100 0.5 0.0015 125 4222 -38 4181.501614040799 4301.18115234375 25 TARGET 1 50 100 0.5 0.0015 125 4222 -39 4179.528619117608 4285.641290838068 25 TARGET 1 50 100 0.5 0.0015 125 4222 -40 4182.027324843487 4298.305345939867 25 TARGET 1 50 100 0.5 0.0015 125 4222 -41 4173.9648199113535 4292.037279533617 25 TARGET 1 50 100 0.5 0.0015 125 4222 -42 4176.942970558449 4295.17803030303 25 TARGET 1 50 100 0.5 0.0015 125 4222 -43 4172.985443628998 4291.70917672822 25 TARGET 1 50 100 0.5 0.0015 125 4222 -44 4172.324663464068 4280.495820016572 25 TARGET 1 50 100 0.5 0.0015 125 4222 -45 4176.131937046243 4265.33378462358 25 TARGET 1 50 100 0.5 0.0015 125 4222 -46 4166.457750930529 4308.965198863636 25 TARGET 1 50 100 0.5 0.0015 125 4222 -47 4161.586729107481 4266.549190636837 25 TARGET 1 50 100 0.5 0.0015 125 4222 -48 4170.09334392098 4274.892740885417 25 TARGET 1 50 100 0.5 0.0015 125 4222 -49 4163.312117348616 4305.053407611269 25 TARGET 1 50 100 0.5 0.0015 125 4222 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_25bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_25bs_50e_0k_TARGET.tsv deleted file mode 100644 index addb67251..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_25bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4923.10730432581 20707.981977982956 25 TARGET 1 50 100 0.0 0.0015 125 6398 -1 4527.352340955124 9804.50995797822 25 TARGET 1 50 100 0.0 0.0015 125 6398 -2 4428.275607638889 5516.293020537405 25 TARGET 1 50 100 0.0 0.0015 125 6398 -3 4391.236086450442 5170.001035748106 25 TARGET 1 50 100 0.0 0.0015 125 6398 -4 4380.026629412616 4897.751635002367 25 TARGET 1 50 100 0.0 0.0015 125 6398 -5 4362.3140182751995 4610.808164654356 25 TARGET 1 50 100 0.0 0.0015 125 6398 -6 4346.442601470433 4727.355047052557 25 TARGET 1 50 100 0.0 0.0015 125 6398 -7 4340.326897720696 4574.768229166667 25 TARGET 1 50 100 0.0 0.0015 125 6398 -8 4312.507243660564 4434.777565696023 25 TARGET 1 50 100 0.0 0.0015 125 6398 -9 4298.129391243161 4407.838859789299 25 TARGET 1 50 100 0.0 0.0015 125 6398 -10 4287.70738060948 4547.639907374527 25 TARGET 1 50 100 0.0 0.0015 125 6398 -11 4279.226977621265 4399.843128551136 25 TARGET 1 50 100 0.0 0.0015 125 6398 -12 4280.058423591383 4371.812921697443 25 TARGET 1 50 100 0.0 0.0015 125 6398 -13 4280.204267611006 4376.704656427557 25 TARGET 1 50 100 0.0 0.0015 125 6398 -14 4263.24960789536 4411.437292850379 25 TARGET 1 50 100 0.0 0.0015 125 6398 -15 4265.115042843802 4361.597315932765 25 TARGET 1 50 100 0.0 0.0015 125 6398 -16 4245.379076408617 4358.098699396307 25 TARGET 1 50 100 0.0 0.0015 125 6398 -17 4237.130357941393 4375.600963245739 25 TARGET 1 50 100 0.0 0.0015 125 6398 -18 4235.154390174532 4370.002818714489 25 TARGET 1 50 100 0.0 0.0015 125 6398 -19 4233.381542886547 4341.51865086411 25 TARGET 1 50 100 0.0 0.0015 125 6398 -20 4241.170800616846 4341.01094193892 25 TARGET 1 50 100 0.0 0.0015 125 6398 -21 4237.966387096881 4322.036761659564 25 TARGET 1 50 100 0.0 0.0015 125 6398 -22 4217.331772312973 4386.477280125473 25 TARGET 1 50 100 0.0 0.0015 125 6398 -23 4216.404348251394 4316.780687736742 25 TARGET 1 50 100 0.0 0.0015 125 6398 -24 4215.736153034249 4331.533536044034 25 TARGET 1 50 100 0.0 0.0015 125 6398 -25 4217.376070273043 4347.233627781723 25 TARGET 1 50 100 0.0 0.0015 125 6398 -26 4208.149000174269 4340.632235440341 25 TARGET 1 50 100 0.0 0.0015 125 6398 -27 4204.003588538379 4343.051151160038 25 TARGET 1 50 100 0.0 0.0015 125 6398 -28 4214.616399180608 4344.614243016098 25 TARGET 1 50 100 0.0 0.0015 125 6398 -29 4204.943023989899 4311.704612038352 25 TARGET 1 50 100 0.0 0.0015 125 6398 -30 4199.303531325626 4411.497773141572 25 TARGET 1 50 100 0.0 0.0015 125 6398 -31 4190.890712956387 4314.118289831913 25 TARGET 1 50 100 0.0 0.0015 125 6398 -32 4201.217169251105 4354.36015920928 25 TARGET 1 50 100 0.0 0.0015 125 6398 -33 4189.572423864294 4334.662642045455 25 TARGET 1 50 100 0.0 0.0015 125 6398 -34 4189.03726597025 4342.867402047822 25 TARGET 1 50 100 0.0 0.0015 125 6398 -35 4194.063307225905 4341.754779237689 25 TARGET 1 50 100 0.0 0.0015 125 6398 -36 4189.179323755129 4333.174486564867 25 TARGET 1 50 100 0.0 0.0015 125 6398 -37 4177.827712755813 4322.176572857481 25 TARGET 1 50 100 0.0 0.0015 125 6398 -38 4181.712068191682 4343.761474609375 25 TARGET 1 50 100 0.0 0.0015 125 6398 -39 4185.997905076152 4299.365145596591 25 TARGET 1 50 100 0.0 0.0015 125 6398 -40 4187.480802491056 4332.522682883523 25 TARGET 1 50 100 0.0 0.0015 125 6398 -41 4180.29826832781 4341.679532137784 25 TARGET 1 50 100 0.0 0.0015 125 6398 -42 4180.254623464462 4307.368223248106 25 TARGET 1 50 100 0.0 0.0015 125 6398 -43 4181.724802139231 4424.18994140625 25 TARGET 1 50 100 0.0 0.0015 125 6398 -44 4174.0229253801035 4293.11356977983 25 TARGET 1 50 100 0.0 0.0015 125 6398 -45 4180.341041436501 4299.376930930398 25 TARGET 1 50 100 0.0 0.0015 125 6398 -46 4167.162635880287 4332.196252071496 25 TARGET 1 50 100 0.0 0.0015 125 6398 -47 4167.541962594697 4297.948286576705 25 TARGET 1 50 100 0.0 0.0015 125 6398 -48 4160.833212085043 4324.649451053504 25 TARGET 1 50 100 0.0 0.0015 125 6398 -49 4159.019162161984 4391.819957386364 25 TARGET 1 50 100 0.0 0.0015 125 6398 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_25bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_25bs_50e_1k_TARGET.tsv deleted file mode 100644 index 499ae8b6b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_25bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4919.117467809607 17618.59305456913 25 TARGET 1 50 100 1.0 0.0015 125 7790 -1 4516.379687171191 6619.971117424242 25 TARGET 1 50 100 1.0 0.0015 125 7790 -2 4454.89373635443 6472.603523023201 25 TARGET 1 50 100 1.0 0.0015 125 7790 -3 4423.9920674847435 5801.681500059186 25 TARGET 1 50 100 1.0 0.0015 125 7790 -4 4383.024381181608 5187.731415719697 25 TARGET 1 50 100 1.0 0.0015 125 7790 -5 4383.349128491951 4824.39169773911 25 TARGET 1 50 100 1.0 0.0015 125 7790 -6 4344.129655934344 4600.96991891572 25 TARGET 1 50 100 1.0 0.0015 125 7790 -7 4335.271176938658 4553.992209694602 25 TARGET 1 50 100 1.0 0.0015 125 7790 -8 4324.0788335832285 4564.078960996686 25 TARGET 1 50 100 1.0 0.0015 125 7790 -9 4310.744217073075 4399.536887428977 25 TARGET 1 50 100 1.0 0.0015 125 7790 -10 4301.215275311711 4384.539713541667 25 TARGET 1 50 100 1.0 0.0015 125 7790 -11 4294.245205965909 4396.155991062973 25 TARGET 1 50 100 1.0 0.0015 125 7790 -12 4289.082752163563 4337.094408439867 25 TARGET 1 50 100 1.0 0.0015 125 7790 -13 4272.754836779251 4338.164129083807 25 TARGET 1 50 100 1.0 0.0015 125 7790 -14 4282.990322331387 4368.893909801136 25 TARGET 1 50 100 1.0 0.0015 125 7790 -15 4256.353125164404 4324.680057410038 25 TARGET 1 50 100 1.0 0.0015 125 7790 -16 4256.852368492871 4299.87685694839 25 TARGET 1 50 100 1.0 0.0015 125 7790 -17 4253.013786958123 4383.794537168561 25 TARGET 1 50 100 1.0 0.0015 125 7790 -18 4239.525952066235 4313.691879734848 25 TARGET 1 50 100 1.0 0.0015 125 7790 -19 4237.078283239294 4320.196651574337 25 TARGET 1 50 100 1.0 0.0015 125 7790 -20 4233.534558228772 4325.576105291193 25 TARGET 1 50 100 1.0 0.0015 125 7790 -21 4227.853903619529 4319.219578598485 25 TARGET 1 50 100 1.0 0.0015 125 7790 -22 4233.37961195615 4336.174405184659 25 TARGET 1 50 100 1.0 0.0015 125 7790 -23 4222.642603607692 4312.819395123106 25 TARGET 1 50 100 1.0 0.0015 125 7790 -24 4215.54180682147 4287.717943596117 25 TARGET 1 50 100 1.0 0.0015 125 7790 -25 4214.65936505353 4288.714081735322 25 TARGET 1 50 100 1.0 0.0015 125 7790 -26 4214.54542454164 4317.874519116951 25 TARGET 1 50 100 1.0 0.0015 125 7790 -27 4214.955644909381 4289.879268761837 25 TARGET 1 50 100 1.0 0.0015 125 7790 -28 4219.622050994976 4385.987526633523 25 TARGET 1 50 100 1.0 0.0015 125 7790 -29 4206.021608911379 4295.81777491714 25 TARGET 1 50 100 1.0 0.0015 125 7790 -30 4201.183123553241 4317.314194187973 25 TARGET 1 50 100 1.0 0.0015 125 7790 -31 4197.146252564709 4306.812936493845 25 TARGET 1 50 100 1.0 0.0015 125 7790 -32 4204.730505329992 4298.83368844697 25 TARGET 1 50 100 1.0 0.0015 125 7790 -33 4200.458381010627 4295.375547466856 25 TARGET 1 50 100 1.0 0.0015 125 7790 -34 4191.405304263337 4284.424434777462 25 TARGET 1 50 100 1.0 0.0015 125 7790 -35 4191.062764280172 4285.965198863636 25 TARGET 1 50 100 1.0 0.0015 125 7790 -36 4188.038279112742 4289.25869288589 25 TARGET 1 50 100 1.0 0.0015 125 7790 -37 4185.226139980535 4293.389522668087 25 TARGET 1 50 100 1.0 0.0015 125 7790 -38 4181.240026814367 4306.315081972064 25 TARGET 1 50 100 1.0 0.0015 125 7790 -39 4179.295757049664 4304.88212446733 25 TARGET 1 50 100 1.0 0.0015 125 7790 -40 4183.747372405697 4316.609641335227 25 TARGET 1 50 100 1.0 0.0015 125 7790 -41 4183.011681347985 4281.962446732955 25 TARGET 1 50 100 1.0 0.0015 125 7790 -42 4179.934799245712 4261.799064867424 25 TARGET 1 50 100 1.0 0.0015 125 7790 -43 4168.578567248001 4275.104603160511 25 TARGET 1 50 100 1.0 0.0015 125 7790 -44 4178.5243195299345 4299.56435694839 25 TARGET 1 50 100 1.0 0.0015 125 7790 -45 4171.007534245449 4276.914824514678 25 TARGET 1 50 100 1.0 0.0015 125 7790 -46 4161.941807396885 4260.627041903409 25 TARGET 1 50 100 1.0 0.0015 125 7790 -47 4169.585073554556 4268.089111328125 25 TARGET 1 50 100 1.0 0.0015 125 7790 -48 4166.977940209385 4285.002493193655 25 TARGET 1 50 100 1.0 0.0015 125 7790 -49 4172.784152149753 4326.652876420455 25 TARGET 1 50 100 1.0 0.0015 125 7790 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_50bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_50bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index 03b5c47f5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_50bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5155.825035840173 23590.670928030304 50 TARGET 1 100 100 0.5 0.0015 125 6842 -1 4636.24974681713 13518.278586647728 50 TARGET 1 100 100 0.5 0.0015 125 6842 -2 4512.111854219276 11495.171667850378 50 TARGET 1 100 100 0.5 0.0015 125 6842 -3 4465.739529079861 7336.506613991477 50 TARGET 1 100 100 0.5 0.0015 125 6842 -4 4415.5036563552185 5712.503639914773 50 TARGET 1 100 100 0.5 0.0015 125 6842 -5 4390.302826441498 5524.201097892992 50 TARGET 1 100 100 0.5 0.0015 125 6842 -6 4374.304411300505 5034.805723248106 50 TARGET 1 100 100 0.5 0.0015 125 6842 -7 4376.218874947391 4842.336899266098 50 TARGET 1 100 100 0.5 0.0015 125 6842 -8 4355.034404921612 4823.054036458333 50 TARGET 1 100 100 0.5 0.0015 125 6842 -9 4333.57245797822 4848.30078125 50 TARGET 1 100 100 0.5 0.0015 125 6842 -10 4331.67170401936 4585.006806344697 50 TARGET 1 100 100 0.5 0.0015 125 6842 -11 4329.319784761679 4548.376479640152 50 TARGET 1 100 100 0.5 0.0015 125 6842 -12 4314.803834240846 4521.29472952178 50 TARGET 1 100 100 0.5 0.0015 125 6842 -13 4304.6232260758625 4402.076556581439 50 TARGET 1 100 100 0.5 0.0015 125 6842 -14 4291.543409353956 4337.805634469697 50 TARGET 1 100 100 0.5 0.0015 125 6842 -15 4288.455132378473 4306.073345762311 50 TARGET 1 100 100 0.5 0.0015 125 6842 -16 4279.002563065551 4286.188609730114 50 TARGET 1 100 100 0.5 0.0015 125 6842 -17 4272.372578322285 4262.166119199811 50 TARGET 1 100 100 0.5 0.0015 125 6842 -18 4270.539238412774 4362.831528172348 50 TARGET 1 100 100 0.5 0.0015 125 6842 -19 4261.543738162879 4277.507753314394 50 TARGET 1 100 100 0.5 0.0015 125 6842 -20 4262.191878090804 4275.73993844697 50 TARGET 1 100 100 0.5 0.0015 125 6842 -21 4250.736903540615 4286.384099786932 50 TARGET 1 100 100 0.5 0.0015 125 6842 -22 4251.562644675926 4257.218661221591 50 TARGET 1 100 100 0.5 0.0015 125 6842 -23 4242.321765835438 4249.644353693182 50 TARGET 1 100 100 0.5 0.0015 125 6842 -24 4239.768137100168 4241.269116950758 50 TARGET 1 100 100 0.5 0.0015 125 6842 -25 4241.178003998317 4327.661783854167 50 TARGET 1 100 100 0.5 0.0015 125 6842 -26 4233.622893978851 4265.766172466856 50 TARGET 1 100 100 0.5 0.0015 125 6842 -27 4231.2052918508 4224.198893229167 50 TARGET 1 100 100 0.5 0.0015 125 6842 -28 4233.293540877526 4231.107007575758 50 TARGET 1 100 100 0.5 0.0015 125 6842 -29 4225.362746935501 4230.387591737689 50 TARGET 1 100 100 0.5 0.0015 125 6842 -30 4216.364395912247 4218.323079427083 50 TARGET 1 100 100 0.5 0.0015 125 6842 -31 4214.297925544508 4203.485262784091 50 TARGET 1 100 100 0.5 0.0015 125 6842 -32 4209.9653928609005 4203.346058238636 50 TARGET 1 100 100 0.5 0.0015 125 6842 -33 4210.536879208754 4188.602568655303 50 TARGET 1 100 100 0.5 0.0015 125 6842 -34 4207.371683962016 4203.384306936553 50 TARGET 1 100 100 0.5 0.0015 125 6842 -35 4205.833247843014 4204.530391808712 50 TARGET 1 100 100 0.5 0.0015 125 6842 -36 4204.195473616372 4205.763834635417 50 TARGET 1 100 100 0.5 0.0015 125 6842 -37 4201.934417416351 4175.883700284091 50 TARGET 1 100 100 0.5 0.0015 125 6842 -38 4201.402615017361 4199.20439749053 50 TARGET 1 100 100 0.5 0.0015 125 6842 -39 4197.849007654671 4209.154859138258 50 TARGET 1 100 100 0.5 0.0015 125 6842 -40 4193.449393840751 4202.607495857008 50 TARGET 1 100 100 0.5 0.0015 125 6842 -41 4200.229433823916 4262.568300189394 50 TARGET 1 100 100 0.5 0.0015 125 6842 -42 4198.260124848748 4190.733812736742 50 TARGET 1 100 100 0.5 0.0015 125 6842 -43 4193.790953151305 4227.341856060606 50 TARGET 1 100 100 0.5 0.0015 125 6842 -44 4187.131738116846 4180.491329308712 50 TARGET 1 100 100 0.5 0.0015 125 6842 -45 4183.401141953388 4192.143421519886 50 TARGET 1 100 100 0.5 0.0015 125 6842 -46 4181.814031427557 4183.896543560606 50 TARGET 1 100 100 0.5 0.0015 125 6842 -47 4173.261462279041 4177.632634943182 50 TARGET 1 100 100 0.5 0.0015 125 6842 -48 4178.513485275937 4185.309229995265 50 TARGET 1 100 100 0.5 0.0015 125 6842 -49 4172.317571055608 4195.153290719697 50 TARGET 1 100 100 0.5 0.0015 125 6842 -50 4170.710112189604 4178.467507102273 50 TARGET 1 100 100 0.5 0.0015 125 6842 -51 4170.569607204861 4174.078716856061 50 TARGET 1 100 100 0.5 0.0015 125 6842 -52 4176.270958280724 4189.080788352273 50 TARGET 1 100 100 0.5 0.0015 125 6842 -53 4169.504198889941 4175.918027935606 50 TARGET 1 100 100 0.5 0.0015 125 6842 -54 4164.358777389783 4201.140625 50 TARGET 1 100 100 0.5 0.0015 125 6842 -55 4166.788481330229 4213.278631036932 50 TARGET 1 100 100 0.5 0.0015 125 6842 -56 4159.620990997211 4163.554657907197 50 TARGET 1 100 100 0.5 0.0015 125 6842 -57 4158.879728272306 4183.478471235795 50 TARGET 1 100 100 0.5 0.0015 125 6842 -58 4166.286954012784 4182.087254379735 50 TARGET 1 100 100 0.5 0.0015 125 6842 -59 4161.831206761627 4199.600068063447 50 TARGET 1 100 100 0.5 0.0015 125 6842 -60 4155.853007615215 4191.694025213068 50 TARGET 1 100 100 0.5 0.0015 125 6842 -61 4157.055408413563 4166.604077888258 50 TARGET 1 100 100 0.5 0.0015 125 6842 -62 4155.867999658039 4152.846590909091 50 TARGET 1 100 100 0.5 0.0015 125 6842 -63 4149.211086286037 4155.482436671402 50 TARGET 1 100 100 0.5 0.0015 125 6842 -64 4156.52769310948 4161.698908025568 50 TARGET 1 100 100 0.5 0.0015 125 6842 -65 4150.699163674505 4178.013420336174 50 TARGET 1 100 100 0.5 0.0015 125 6842 -66 4147.638171263416 4163.100941051136 50 TARGET 1 100 100 0.5 0.0015 125 6842 -67 4151.208555279356 4159.708821614583 50 TARGET 1 100 100 0.5 0.0015 125 6842 -68 4150.644052833018 4164.868859493371 50 TARGET 1 100 100 0.5 0.0015 125 6842 -69 4148.159714001999 4165.950091737689 50 TARGET 1 100 100 0.5 0.0015 125 6842 -70 4149.204388448285 4181.244954427083 50 TARGET 1 100 100 0.5 0.0015 125 6842 -71 4138.656444819287 4168.849698153409 50 TARGET 1 100 100 0.5 0.0015 125 6842 -72 4139.379553181555 4158.427808357008 50 TARGET 1 100 100 0.5 0.0015 125 6842 -73 4143.852987064657 4197.611194957386 50 TARGET 1 100 100 0.5 0.0015 125 6842 -74 4140.839946502789 4156.103604403409 50 TARGET 1 100 100 0.5 0.0015 125 6842 -75 4136.616925274884 4169.152920809659 50 TARGET 1 100 100 0.5 0.0015 125 6842 -76 4136.083129471801 4155.608294862689 50 TARGET 1 100 100 0.5 0.0015 125 6842 -77 4137.2302854390255 4174.903764204545 50 TARGET 1 100 100 0.5 0.0015 125 6842 -78 4134.817080308291 4166.544448390152 50 TARGET 1 100 100 0.5 0.0015 125 6842 -79 4128.5880739359745 4167.594060724432 50 TARGET 1 100 100 0.5 0.0015 125 6842 -80 4136.678321298927 4178.655746922348 50 TARGET 1 100 100 0.5 0.0015 125 6842 -81 4128.775587910353 4165.398837002841 50 TARGET 1 100 100 0.5 0.0015 125 6842 -82 4131.385183212332 4175.330714370265 50 TARGET 1 100 100 0.5 0.0015 125 6842 -83 4129.246614912142 4172.608960700758 50 TARGET 1 100 100 0.5 0.0015 125 6842 -84 4131.832743121317 4214.129468513258 50 TARGET 1 100 100 0.5 0.0015 125 6842 -85 4130.753946529093 4162.007205847538 50 TARGET 1 100 100 0.5 0.0015 125 6842 -86 4126.0841085003685 4166.693211410985 50 TARGET 1 100 100 0.5 0.0015 125 6842 -87 4123.573140256734 4191.901722301136 50 TARGET 1 100 100 0.5 0.0015 125 6842 -88 4121.673884844539 4164.407685250947 50 TARGET 1 100 100 0.5 0.0015 125 6842 -89 4123.608761771359 4191.365500710227 50 TARGET 1 100 100 0.5 0.0015 125 6842 -90 4121.572370843855 4195.95293264678 50 TARGET 1 100 100 0.5 0.0015 125 6842 -91 4119.6733677925085 4158.795720880682 50 TARGET 1 100 100 0.5 0.0015 125 6842 -92 4116.534819220854 4165.897135416667 50 TARGET 1 100 100 0.5 0.0015 125 6842 -93 4120.847315932765 4146.986416903409 50 TARGET 1 100 100 0.5 0.0015 125 6842 -94 4117.28962229719 4151.076068300189 50 TARGET 1 100 100 0.5 0.0015 125 6842 -95 4113.51846919718 4186.826453006629 50 TARGET 1 100 100 0.5 0.0015 125 6842 -96 4113.096499664615 4161.843306107955 50 TARGET 1 100 100 0.5 0.0015 125 6842 -97 4111.699214639889 4151.462920217803 50 TARGET 1 100 100 0.5 0.0015 125 6842 -98 4110.534359710385 4138.279518821023 50 TARGET 1 100 100 0.5 0.0015 125 6842 -99 4111.654014099327 4158.468764796402 50 TARGET 1 100 100 0.5 0.0015 125 6842 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_50bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_50bs_100e_0k_TARGET.tsv deleted file mode 100644 index 7e1d44ace..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_50bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5167.9595630787035 28596.233842329544 50 TARGET 1 100 100 0.0 0.0015 125 2625 -1 4620.772648358586 19424.01503314394 50 TARGET 1 100 100 0.0 0.0015 125 2625 -2 4499.629665798611 10007.842921401516 50 TARGET 1 100 100 0.0 0.0015 125 2625 -3 4434.471993700021 8340.613813920454 50 TARGET 1 100 100 0.0 0.0015 125 2625 -4 4392.507271609323 5956.948256983902 50 TARGET 1 100 100 0.0 0.0015 125 2625 -5 4375.719570378262 5609.409031723485 50 TARGET 1 100 100 0.0 0.0015 125 2625 -6 4354.358963988847 5317.62939453125 50 TARGET 1 100 100 0.0 0.0015 125 2625 -7 4345.138246067445 5242.298694957386 50 TARGET 1 100 100 0.0 0.0015 125 2625 -8 4337.9973498000845 5138.554909446023 50 TARGET 1 100 100 0.0 0.0015 125 2625 -9 4338.364144373421 5025.482599431818 50 TARGET 1 100 100 0.0 0.0015 125 2625 -10 4315.3692606402565 4902.917273319129 50 TARGET 1 100 100 0.0 0.0015 125 2625 -11 4298.703567248001 4694.097996567235 50 TARGET 1 100 100 0.0 0.0015 125 2625 -12 4300.669339883207 4666.892888849432 50 TARGET 1 100 100 0.0 0.0015 125 2625 -13 4287.769947193287 4588.76386422822 50 TARGET 1 100 100 0.0 0.0015 125 2625 -14 4282.285121725063 4495.482895359848 50 TARGET 1 100 100 0.0 0.0015 125 2625 -15 4274.791346077967 4607.225349195076 50 TARGET 1 100 100 0.0 0.0015 125 2625 -16 4266.870542995055 4502.504616477273 50 TARGET 1 100 100 0.0 0.0015 125 2625 -17 4264.26978443287 4393.522342566288 50 TARGET 1 100 100 0.0 0.0015 125 2625 -18 4257.061421506734 4424.902861624053 50 TARGET 1 100 100 0.0 0.0015 125 2625 -19 4251.188749473906 4393.187573982008 50 TARGET 1 100 100 0.0 0.0015 125 2625 -20 4238.449958570076 4372.071318655303 50 TARGET 1 100 100 0.0 0.0015 125 2625 -21 4242.102502893518 4543.868030894886 50 TARGET 1 100 100 0.0 0.0015 125 2625 -22 4237.092073074495 4446.005104758523 50 TARGET 1 100 100 0.0 0.0015 125 2625 -23 4230.933634851115 4355.563876065341 50 TARGET 1 100 100 0.0 0.0015 125 2625 -24 4225.394567418982 4345.144116950758 50 TARGET 1 100 100 0.0 0.0015 125 2625 -25 4226.653803661616 4341.894649621212 50 TARGET 1 100 100 0.0 0.0015 125 2625 -26 4218.026806147412 4380.201837713068 50 TARGET 1 100 100 0.0 0.0015 125 2625 -27 4220.849094789036 4352.761555989583 50 TARGET 1 100 100 0.0 0.0015 125 2625 -28 4215.116136955492 4370.561316287879 50 TARGET 1 100 100 0.0 0.0015 125 2625 -29 4225.375748040299 4328.870205965909 50 TARGET 1 100 100 0.0 0.0015 125 2625 -30 4206.90467829335 4372.961499763258 50 TARGET 1 100 100 0.0 0.0015 125 2625 -31 4203.410808935711 4363.484626538826 50 TARGET 1 100 100 0.0 0.0015 125 2625 -32 4203.39024358165 4331.753314393939 50 TARGET 1 100 100 0.0 0.0015 125 2625 -33 4199.47001180424 4333.987896543561 50 TARGET 1 100 100 0.0 0.0015 125 2625 -34 4195.861523766309 4363.757279829545 50 TARGET 1 100 100 0.0 0.0015 125 2625 -35 4196.13245245423 4328.98212594697 50 TARGET 1 100 100 0.0 0.0015 125 2625 -36 4193.361699679082 4342.263790246212 50 TARGET 1 100 100 0.0 0.0015 125 2625 -37 4190.528061375473 4349.276234019886 50 TARGET 1 100 100 0.0 0.0015 125 2625 -38 4190.732769590436 4310.647978811553 50 TARGET 1 100 100 0.0 0.0015 125 2625 -39 4185.839682633628 4347.639544862689 50 TARGET 1 100 100 0.0 0.0015 125 2625 -40 4178.370885778357 4315.146084872159 50 TARGET 1 100 100 0.0 0.0015 125 2625 -41 4177.00557084517 4367.073138612689 50 TARGET 1 100 100 0.0 0.0015 125 2625 -42 4178.73201579598 4426.625961766098 50 TARGET 1 100 100 0.0 0.0015 125 2625 -43 4172.252949416035 4350.55156545928 50 TARGET 1 100 100 0.0 0.0015 125 2625 -44 4175.494481764257 4312.964222301136 50 TARGET 1 100 100 0.0 0.0015 125 2625 -45 4165.948875966698 4322.353145714962 50 TARGET 1 100 100 0.0 0.0015 125 2625 -46 4161.046912813026 4295.115263967803 50 TARGET 1 100 100 0.0 0.0015 125 2625 -47 4163.050514092751 4307.044566761364 50 TARGET 1 100 100 0.0 0.0015 125 2625 -48 4169.553741352325 4319.835537997159 50 TARGET 1 100 100 0.0 0.0015 125 2625 -49 4157.916760377209 4310.13847952178 50 TARGET 1 100 100 0.0 0.0015 125 2625 -50 4159.111203177609 4292.520226680871 50 TARGET 1 100 100 0.0 0.0015 125 2625 -51 4157.063749473906 4283.547984730114 50 TARGET 1 100 100 0.0 0.0015 125 2625 -52 4155.3545530171505 4317.495945785985 50 TARGET 1 100 100 0.0 0.0015 125 2625 -53 4154.562643031882 4297.935073390152 50 TARGET 1 100 100 0.0 0.0015 125 2625 -54 4155.840490681555 4312.528971354167 50 TARGET 1 100 100 0.0 0.0015 125 2625 -55 4152.662134857692 4327.284608783144 50 TARGET 1 100 100 0.0 0.0015 125 2625 -56 4154.604822640467 4351.678237452652 50 TARGET 1 100 100 0.0 0.0015 125 2625 -57 4152.232666015625 4336.505504261364 50 TARGET 1 100 100 0.0 0.0015 125 2625 -58 4147.349141644308 4315.566998106061 50 TARGET 1 100 100 0.0 0.0015 125 2625 -59 4144.72815557923 4300.683179450758 50 TARGET 1 100 100 0.0 0.0015 125 2625 -60 4147.405088482481 4326.080018939394 50 TARGET 1 100 100 0.0 0.0015 125 2625 -61 4142.240725944339 4304.703672466856 50 TARGET 1 100 100 0.0 0.0015 125 2625 -62 4153.402455545033 4285.087298768939 50 TARGET 1 100 100 0.0 0.0015 125 2625 -63 4144.273952907986 4289.026840672348 50 TARGET 1 100 100 0.0 0.0015 125 2625 -64 4139.893226700599 4329.807247277462 50 TARGET 1 100 100 0.0 0.0015 125 2625 -65 4138.434229173243 4278.583436908144 50 TARGET 1 100 100 0.0 0.0015 125 2625 -66 4141.52801369818 4343.76592092803 50 TARGET 1 100 100 0.0 0.0015 125 2625 -67 4141.085820772832 4290.042865175189 50 TARGET 1 100 100 0.0 0.0015 125 2625 -68 4138.6314010876995 4343.491758404356 50 TARGET 1 100 100 0.0 0.0015 125 2625 -69 4130.611993963068 4344.338704427083 50 TARGET 1 100 100 0.0 0.0015 125 2625 -70 4131.2485631050085 4311.079175544508 50 TARGET 1 100 100 0.0 0.0015 125 2625 -71 4132.01438456834 4326.094090317235 50 TARGET 1 100 100 0.0 0.0015 125 2625 -72 4130.724306048769 4287.233132102273 50 TARGET 1 100 100 0.0 0.0015 125 2625 -73 4126.518408367529 4297.398970170455 50 TARGET 1 100 100 0.0 0.0015 125 2625 -74 4126.925491076126 4299.115249171402 50 TARGET 1 100 100 0.0 0.0015 125 2625 -75 4126.785151317866 4334.352317116477 50 TARGET 1 100 100 0.0 0.0015 125 2625 -76 4122.296870889889 4297.364361387311 50 TARGET 1 100 100 0.0 0.0015 125 2625 -77 4118.91530293166 4277.904030539773 50 TARGET 1 100 100 0.0 0.0015 125 2625 -78 4119.941333912037 4311.475304805871 50 TARGET 1 100 100 0.0 0.0015 125 2625 -79 4126.60105284617 4301.536976207386 50 TARGET 1 100 100 0.0 0.0015 125 2625 -80 4124.876442649148 4277.893806226326 50 TARGET 1 100 100 0.0 0.0015 125 2625 -81 4115.072596077967 4342.383093631629 50 TARGET 1 100 100 0.0 0.0015 125 2625 -82 4123.282986111111 4302.567708333333 50 TARGET 1 100 100 0.0 0.0015 125 2625 -83 4115.018497967961 4293.598351680871 50 TARGET 1 100 100 0.0 0.0015 125 2625 -84 4115.819689407092 4300.803267045455 50 TARGET 1 100 100 0.0 0.0015 125 2625 -85 4114.512849852694 4294.522623697917 50 TARGET 1 100 100 0.0 0.0015 125 2625 -86 4112.091601233691 4274.32012014678 50 TARGET 1 100 100 0.0 0.0015 125 2625 -87 4111.781605935658 4351.409061316288 50 TARGET 1 100 100 0.0 0.0015 125 2625 -88 4112.224349615951 4291.932750355114 50 TARGET 1 100 100 0.0 0.0015 125 2625 -89 4115.025704637521 4279.751154119318 50 TARGET 1 100 100 0.0 0.0015 125 2625 -90 4110.135640256734 4282.841752485795 50 TARGET 1 100 100 0.0 0.0015 125 2625 -91 4113.144122704914 4317.943951231061 50 TARGET 1 100 100 0.0 0.0015 125 2625 -92 4105.656550038142 4316.812189275568 50 TARGET 1 100 100 0.0 0.0015 125 2625 -93 4102.467720828073 4284.164609966856 50 TARGET 1 100 100 0.0 0.0015 125 2625 -94 4103.618854561238 4281.276914654356 50 TARGET 1 100 100 0.0 0.0015 125 2625 -95 4106.393705939604 4274.359493371212 50 TARGET 1 100 100 0.0 0.0015 125 2625 -96 4105.26780253709 4278.635786576705 50 TARGET 1 100 100 0.0 0.0015 125 2625 -97 4101.306953815499 4287.251642400568 50 TARGET 1 100 100 0.0 0.0015 125 2625 -98 4097.594176629577 4282.407507694129 50 TARGET 1 100 100 0.0 0.0015 125 2625 -99 4098.023909340804 4298.10967092803 50 TARGET 1 100 100 0.0 0.0015 125 2625 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_50bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_50bs_100e_1k_TARGET.tsv deleted file mode 100644 index f2714d25a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_50bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5140.47810954598 18840.421579071968 50 TARGET 1 100 100 1.0 0.0015 125 3192 -1 4622.17183225484 19279.93767755682 50 TARGET 1 100 100 1.0 0.0015 125 3192 -2 4497.865638809974 10086.664328835228 50 TARGET 1 100 100 1.0 0.0015 125 3192 -3 4456.864295625526 6887.369229403409 50 TARGET 1 100 100 1.0 0.0015 125 3192 -4 4409.238483467488 5746.500399502841 50 TARGET 1 100 100 1.0 0.0015 125 3192 -5 4396.270527541035 5187.970362807765 50 TARGET 1 100 100 1.0 0.0015 125 3192 -6 4371.277233599011 5157.444942589962 50 TARGET 1 100 100 1.0 0.0015 125 3192 -7 4368.983797940341 5007.057883522727 50 TARGET 1 100 100 1.0 0.0015 125 3192 -8 4349.178058251789 4998.810487689394 50 TARGET 1 100 100 1.0 0.0015 125 3192 -9 4346.256188183923 4857.847759824811 50 TARGET 1 100 100 1.0 0.0015 125 3192 -10 4321.937802504209 4788.165704900568 50 TARGET 1 100 100 1.0 0.0015 125 3192 -11 4318.074560711279 4514.520463423295 50 TARGET 1 100 100 1.0 0.0015 125 3192 -12 4308.461322206439 4480.799064867424 50 TARGET 1 100 100 1.0 0.0015 125 3192 -13 4294.818293613215 4398.433460582386 50 TARGET 1 100 100 1.0 0.0015 125 3192 -14 4295.053955900147 4379.446451822917 50 TARGET 1 100 100 1.0 0.0015 125 3192 -15 4286.330370764941 4340.436138731061 50 TARGET 1 100 100 1.0 0.0015 125 3192 -16 4281.649261166351 4349.396232836174 50 TARGET 1 100 100 1.0 0.0015 125 3192 -17 4280.1303990425085 4284.249778053977 50 TARGET 1 100 100 1.0 0.0015 125 3192 -18 4271.090530960648 4297.679909446023 50 TARGET 1 100 100 1.0 0.0015 125 3192 -19 4261.558024910564 4331.559969815341 50 TARGET 1 100 100 1.0 0.0015 125 3192 -20 4259.345359519676 4293.730572324811 50 TARGET 1 100 100 1.0 0.0015 125 3192 -21 4257.994972511574 4265.633907433712 50 TARGET 1 100 100 1.0 0.0015 125 3192 -22 4248.178273621633 4261.428178267045 50 TARGET 1 100 100 1.0 0.0015 125 3192 -23 4251.2353236137415 4265.762118252841 50 TARGET 1 100 100 1.0 0.0015 125 3192 -24 4238.557105889626 4247.056640625 50 TARGET 1 100 100 1.0 0.0015 125 3192 -25 4232.419218223906 4246.978352864583 50 TARGET 1 100 100 1.0 0.0015 125 3192 -26 4238.907677030724 4366.401840672348 50 TARGET 1 100 100 1.0 0.0015 125 3192 -27 4234.5230396412035 4254.308371803977 50 TARGET 1 100 100 1.0 0.0015 125 3192 -28 4223.873188262836 4250.547644412879 50 TARGET 1 100 100 1.0 0.0015 125 3192 -29 4228.481397635206 4225.151308001894 50 TARGET 1 100 100 1.0 0.0015 125 3192 -30 4216.725163418035 4224.900494199811 50 TARGET 1 100 100 1.0 0.0015 125 3192 -31 4220.06329818366 4253.150035511364 50 TARGET 1 100 100 1.0 0.0015 125 3192 -32 4220.101167929293 4262.155007102273 50 TARGET 1 100 100 1.0 0.0015 125 3192 -33 4217.344632851957 4242.162094578598 50 TARGET 1 100 100 1.0 0.0015 125 3192 -34 4218.183454006208 4244.066258285985 50 TARGET 1 100 100 1.0 0.0015 125 3192 -35 4204.315007168035 4212.657685250947 50 TARGET 1 100 100 1.0 0.0015 125 3192 -36 4205.879036129524 4206.623313210227 50 TARGET 1 100 100 1.0 0.0015 125 3192 -37 4203.583540482955 4231.366817589962 50 TARGET 1 100 100 1.0 0.0015 125 3192 -38 4208.034857855902 4278.705995501894 50 TARGET 1 100 100 1.0 0.0015 125 3192 -39 4196.3215274489685 4209.353160511364 50 TARGET 1 100 100 1.0 0.0015 125 3192 -40 4192.232050320918 4201.490278764205 50 TARGET 1 100 100 1.0 0.0015 125 3192 -41 4199.596544053819 4221.80126953125 50 TARGET 1 100 100 1.0 0.0015 125 3192 -42 4193.351602779093 4210.364021070076 50 TARGET 1 100 100 1.0 0.0015 125 3192 -43 4186.276589133523 4212.900390625 50 TARGET 1 100 100 1.0 0.0015 125 3192 -44 4190.671559343435 4202.831498579545 50 TARGET 1 100 100 1.0 0.0015 125 3192 -45 4189.055276067971 4210.482185132576 50 TARGET 1 100 100 1.0 0.0015 125 3192 -46 4177.465566307607 4225.804465553977 50 TARGET 1 100 100 1.0 0.0015 125 3192 -47 4183.547965001579 4184.439245975379 50 TARGET 1 100 100 1.0 0.0015 125 3192 -48 4178.890554306082 4165.802778764205 50 TARGET 1 100 100 1.0 0.0015 125 3192 -49 4175.443659413142 4219.317486387311 50 TARGET 1 100 100 1.0 0.0015 125 3192 -50 4176.756844157723 4200.569025213068 50 TARGET 1 100 100 1.0 0.0015 125 3192 -51 4180.449442340067 4195.532300544508 50 TARGET 1 100 100 1.0 0.0015 125 3192 -52 4173.287425031565 4201.72246389678 50 TARGET 1 100 100 1.0 0.0015 125 3192 -53 4171.157229028567 4190.887858072917 50 TARGET 1 100 100 1.0 0.0015 125 3192 -54 4168.325083517467 4170.640950520833 50 TARGET 1 100 100 1.0 0.0015 125 3192 -55 4169.2619908393835 4186.049272017045 50 TARGET 1 100 100 1.0 0.0015 125 3192 -56 4167.166633785774 4188.362215909091 50 TARGET 1 100 100 1.0 0.0015 125 3192 -57 4166.3174107612585 4181.786754261364 50 TARGET 1 100 100 1.0 0.0015 125 3192 -58 4163.44688420665 4194.920617305871 50 TARGET 1 100 100 1.0 0.0015 125 3192 -59 4165.600572785143 4179.263154000947 50 TARGET 1 100 100 1.0 0.0015 125 3192 -60 4166.491492069129 4193.403882575758 50 TARGET 1 100 100 1.0 0.0015 125 3192 -61 4156.7523468736845 4168.979906486742 50 TARGET 1 100 100 1.0 0.0015 125 3192 -62 4158.372452552872 4171.155687736742 50 TARGET 1 100 100 1.0 0.0015 125 3192 -63 4162.724028205229 4165.295203006629 50 TARGET 1 100 100 1.0 0.0015 125 3192 -64 4156.858114839804 4168.903113162879 50 TARGET 1 100 100 1.0 0.0015 125 3192 -65 4149.949078184186 4230.022505326705 50 TARGET 1 100 100 1.0 0.0015 125 3192 -66 4156.31349793508 4171.273851799242 50 TARGET 1 100 100 1.0 0.0015 125 3192 -67 4153.636329111427 4159.740086410985 50 TARGET 1 100 100 1.0 0.0015 125 3192 -68 4148.919233020307 4167.712239583333 50 TARGET 1 100 100 1.0 0.0015 125 3192 -69 4146.273767130945 4161.943921638258 50 TARGET 1 100 100 1.0 0.0015 125 3192 -70 4145.738103693182 4168.700180516098 50 TARGET 1 100 100 1.0 0.0015 125 3192 -71 4142.19772184738 4173.965184067235 50 TARGET 1 100 100 1.0 0.0015 125 3192 -72 4147.432492240109 4208.627559777462 50 TARGET 1 100 100 1.0 0.0015 125 3192 -73 4142.9760980573965 4176.775331439394 50 TARGET 1 100 100 1.0 0.0015 125 3192 -74 4146.375007398201 4174.977982954545 50 TARGET 1 100 100 1.0 0.0015 125 3192 -75 4142.305043435658 4181.231474905303 50 TARGET 1 100 100 1.0 0.0015 125 3192 -76 4139.186881017204 4178.545484138258 50 TARGET 1 100 100 1.0 0.0015 125 3192 -77 4138.137177438447 4256.019353693182 50 TARGET 1 100 100 1.0 0.0015 125 3192 -78 4138.2889424847435 4168.264500473485 50 TARGET 1 100 100 1.0 0.0015 125 3192 -79 4137.849226312605 4158.519324100379 50 TARGET 1 100 100 1.0 0.0015 125 3192 -80 4134.2034044875845 4167.757339015152 50 TARGET 1 100 100 1.0 0.0015 125 3192 -81 4131.59408127499 4169.31562204072 50 TARGET 1 100 100 1.0 0.0015 125 3192 -82 4130.60897220907 4171.243371212121 50 TARGET 1 100 100 1.0 0.0015 125 3192 -83 4128.382767288773 4150.096812855114 50 TARGET 1 100 100 1.0 0.0015 125 3192 -84 4129.202108980429 4152.835049715909 50 TARGET 1 100 100 1.0 0.0015 125 3192 -85 4123.473775022359 4156.700816761364 50 TARGET 1 100 100 1.0 0.0015 125 3192 -86 4130.56303102641 4161.96074514678 50 TARGET 1 100 100 1.0 0.0015 125 3192 -87 4130.436644274779 4181.647238991477 50 TARGET 1 100 100 1.0 0.0015 125 3192 -88 4129.678209503893 4154.033913352273 50 TARGET 1 100 100 1.0 0.0015 125 3192 -89 4123.017527159617 4205.244880445076 50 TARGET 1 100 100 1.0 0.0015 125 3192 -90 4119.5575859506525 4161.823212594697 50 TARGET 1 100 100 1.0 0.0015 125 3192 -91 4123.525018248895 4198.238591974432 50 TARGET 1 100 100 1.0 0.0015 125 3192 -92 4123.777462943234 4182.099402225379 50 TARGET 1 100 100 1.0 0.0015 125 3192 -93 4121.411447647043 4160.06426077178 50 TARGET 1 100 100 1.0 0.0015 125 3192 -94 4120.592506280251 4155.264219341856 50 TARGET 1 100 100 1.0 0.0015 125 3192 -95 4122.1390993265995 4160.23583984375 50 TARGET 1 100 100 1.0 0.0015 125 3192 -96 4116.182202888258 4181.116447679924 50 TARGET 1 100 100 1.0 0.0015 125 3192 -97 4115.7284087621 4175.310768821023 50 TARGET 1 100 100 1.0 0.0015 125 3192 -98 4112.845829716435 4150.016157670455 50 TARGET 1 100 100 1.0 0.0015 125 3192 -99 4113.587506740583 4156.765166311553 50 TARGET 1 100 100 1.0 0.0015 125 3192 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_50bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_50bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index bac9bd790..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_50bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5141.424919770623 29710.713541666668 50 TARGET 1 50 100 0.5 0.0015 125 8957 -1 4629.300243647412 22075.155598958332 50 TARGET 1 50 100 0.5 0.0015 125 8957 -2 4503.086881181608 9618.693152225378 50 TARGET 1 50 100 0.5 0.0015 125 8957 -3 4431.2999247027565 6645.931551846591 50 TARGET 1 50 100 0.5 0.0015 125 8957 -4 4410.530620330914 6204.829249526515 50 TARGET 1 50 100 0.5 0.0015 125 8957 -5 4383.966504235059 5720.353767163826 50 TARGET 1 50 100 0.5 0.0015 125 8957 -6 4373.168503064499 5443.544773910985 50 TARGET 1 50 100 0.5 0.0015 125 8957 -7 4359.32007740162 5174.455817945076 50 TARGET 1 50 100 0.5 0.0015 125 8957 -8 4347.923445062605 5005.204649029356 50 TARGET 1 50 100 0.5 0.0015 125 8957 -9 4340.971503774726 4852.063136245265 50 TARGET 1 50 100 0.5 0.0015 125 8957 -10 4320.434672243266 4671.26630563447 50 TARGET 1 50 100 0.5 0.0015 125 8957 -11 4316.968743423821 4612.752219460227 50 TARGET 1 50 100 0.5 0.0015 125 8957 -12 4311.074711963384 4467.497395833333 50 TARGET 1 50 100 0.5 0.0015 125 8957 -13 4294.328820430871 4521.995886600379 50 TARGET 1 50 100 0.5 0.0015 125 8957 -14 4294.3416176741375 4362.107673413826 50 TARGET 1 50 100 0.5 0.0015 125 8957 -15 4278.241990214647 4345.055042613636 50 TARGET 1 50 100 0.5 0.0015 125 8957 -16 4275.831985216751 4405.076171875 50 TARGET 1 50 100 0.5 0.0015 125 8957 -17 4267.356756036932 4339.743770714962 50 TARGET 1 50 100 0.5 0.0015 125 8957 -18 4269.30358270202 4344.870768229167 50 TARGET 1 50 100 0.5 0.0015 125 8957 -19 4254.08708504314 4334.246478456439 50 TARGET 1 50 100 0.5 0.0015 125 8957 -20 4251.204172256418 4348.563787286932 50 TARGET 1 50 100 0.5 0.0015 125 8957 -21 4251.630693326494 4317.711588541667 50 TARGET 1 50 100 0.5 0.0015 125 8957 -22 4245.178045099432 4273.990249171402 50 TARGET 1 50 100 0.5 0.0015 125 8957 -23 4243.500676524358 4311.856134588068 50 TARGET 1 50 100 0.5 0.0015 125 8957 -24 4242.012354995265 4305.919685132576 50 TARGET 1 50 100 0.5 0.0015 125 8957 -25 4232.662600944339 4315.07343454072 50 TARGET 1 50 100 0.5 0.0015 125 8957 -26 4233.753972011785 4345.238059303977 50 TARGET 1 50 100 0.5 0.0015 125 8957 -27 4219.7986078230215 4263.304021661932 50 TARGET 1 50 100 0.5 0.0015 125 8957 -28 4218.205299249001 4376.559348366477 50 TARGET 1 50 100 0.5 0.0015 125 8957 -29 4217.702473958333 4286.642977627841 50 TARGET 1 50 100 0.5 0.0015 125 8957 -30 4211.408834438132 4255.82441110322 50 TARGET 1 50 100 0.5 0.0015 125 8957 -31 4214.5323169849535 4306.730246803977 50 TARGET 1 50 100 0.5 0.0015 125 8957 -32 4207.20686355745 4287.140891335227 50 TARGET 1 50 100 0.5 0.0015 125 8957 -33 4204.941949606745 4262.972034801136 50 TARGET 1 50 100 0.5 0.0015 125 8957 -34 4205.6853931568285 4231.947694720644 50 TARGET 1 50 100 0.5 0.0015 125 8957 -35 4197.273961950232 4266.29023141572 50 TARGET 1 50 100 0.5 0.0015 125 8957 -36 4202.674370659723 4253.395566998106 50 TARGET 1 50 100 0.5 0.0015 125 8957 -37 4194.066115254103 4313.850275213068 50 TARGET 1 50 100 0.5 0.0015 125 8957 -38 4199.648261587226 4271.912982362689 50 TARGET 1 50 100 0.5 0.0015 125 8957 -39 4189.42954857823 4261.474091500947 50 TARGET 1 50 100 0.5 0.0015 125 8957 -40 4192.886131826073 4264.973174124053 50 TARGET 1 50 100 0.5 0.0015 125 8957 -41 4185.554630780461 4248.636097301136 50 TARGET 1 50 100 0.5 0.0015 125 8957 -42 4185.9266377972435 4261.03730172822 50 TARGET 1 50 100 0.5 0.0015 125 8957 -43 4177.8718541206335 4267.045854048295 50 TARGET 1 50 100 0.5 0.0015 125 8957 -44 4179.840055831755 4258.885150331439 50 TARGET 1 50 100 0.5 0.0015 125 8957 -45 4174.194084398674 4241.059215198864 50 TARGET 1 50 100 0.5 0.0015 125 8957 -46 4176.6358326099535 4242.829190340909 50 TARGET 1 50 100 0.5 0.0015 125 8957 -47 4180.887432265362 4257.229936079545 50 TARGET 1 50 100 0.5 0.0015 125 8957 -48 4171.226546881576 4269.1240234375 50 TARGET 1 50 100 0.5 0.0015 125 8957 -49 4170.908084753788 4264.31904000947 50 TARGET 1 50 100 0.5 0.0015 125 8957 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_50bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_50bs_50e_0k_TARGET.tsv deleted file mode 100644 index 79810e982..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_50bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5134.7708168928875 30593.181344696968 50 TARGET 1 50 100 0.0 0.0015 125 7603 -1 4612.424974024095 22334.692649147728 50 TARGET 1 50 100 0.0 0.0015 125 7603 -2 4500.962037365846 12991.779474431818 50 TARGET 1 50 100 0.0 0.0015 125 7603 -3 4424.571450178872 7989.653571851326 50 TARGET 1 50 100 0.0 0.0015 125 7603 -4 4389.870322693077 6587.546002012311 50 TARGET 1 50 100 0.0 0.0015 125 7603 -5 4379.925796046402 6178.655229048295 50 TARGET 1 50 100 0.0 0.0015 125 7603 -6 4360.715106797138 5331.819676254735 50 TARGET 1 50 100 0.0 0.0015 125 7603 -7 4343.31262823548 5248.025272253788 50 TARGET 1 50 100 0.0 0.0015 125 7603 -8 4329.982078269676 5318.720658735795 50 TARGET 1 50 100 0.0 0.0015 125 7603 -9 4330.256255589752 4900.587653882576 50 TARGET 1 50 100 0.0 0.0015 125 7603 -10 4316.186370541351 5006.269116950758 50 TARGET 1 50 100 0.0 0.0015 125 7603 -11 4317.026465830177 4735.759721235795 50 TARGET 1 50 100 0.0 0.0015 125 7603 -12 4301.863264809554 4680.036576704545 50 TARGET 1 50 100 0.0 0.0015 125 7603 -13 4285.966466422033 4518.625221946023 50 TARGET 1 50 100 0.0 0.0015 125 7603 -14 4278.258126512521 4700.367808948864 50 TARGET 1 50 100 0.0 0.0015 125 7603 -15 4271.441023187605 4424.885475852273 50 TARGET 1 50 100 0.0 0.0015 125 7603 -16 4271.620542995055 4557.568093039773 50 TARGET 1 50 100 0.0 0.0015 125 7603 -17 4257.056630760732 4419.308800899621 50 TARGET 1 50 100 0.0 0.0015 125 7603 -18 4257.079160748106 4402.164669152462 50 TARGET 1 50 100 0.0 0.0015 125 7603 -19 4256.212967895097 4490.083274147727 50 TARGET 1 50 100 0.0 0.0015 125 7603 -20 4249.167090830177 4382.825816761364 50 TARGET 1 50 100 0.0 0.0015 125 7603 -21 4240.846204558607 4372.421978574811 50 TARGET 1 50 100 0.0 0.0015 125 7603 -22 4231.362862018624 4359.766616358902 50 TARGET 1 50 100 0.0 0.0015 125 7603 -23 4224.060061881839 4415.770197088068 50 TARGET 1 50 100 0.0 0.0015 125 7603 -24 4220.958997527357 4362.330211292614 50 TARGET 1 50 100 0.0 0.0015 125 7603 -25 4232.891129721696 4416.287937973485 50 TARGET 1 50 100 0.0 0.0015 125 7603 -26 4220.864473182344 4363.184333570076 50 TARGET 1 50 100 0.0 0.0015 125 7603 -27 4220.12945864899 4381.303962476326 50 TARGET 1 50 100 0.0 0.0015 125 7603 -28 4213.459658433291 4372.852805397727 50 TARGET 1 50 100 0.0 0.0015 125 7603 -29 4217.637688736321 4392.3564453125 50 TARGET 1 50 100 0.0 0.0015 125 7603 -30 4203.9815521754 4368.830995501894 50 TARGET 1 50 100 0.0 0.0015 125 7603 -31 4201.116787997159 4356.966530539773 50 TARGET 1 50 100 0.0 0.0015 125 7603 -32 4199.804958767361 4466.0263671875 50 TARGET 1 50 100 0.0 0.0015 125 7603 -33 4202.242268058186 4346.30859375 50 TARGET 1 50 100 0.0 0.0015 125 7603 -34 4200.079093342277 4341.153246330492 50 TARGET 1 50 100 0.0 0.0015 125 7603 -35 4193.487766664036 4348.951926491477 50 TARGET 1 50 100 0.0 0.0015 125 7603 -36 4192.204815077862 4354.025301846591 50 TARGET 1 50 100 0.0 0.0015 125 7603 -37 4181.246473524306 4420.400523792614 50 TARGET 1 50 100 0.0 0.0015 125 7603 -38 4183.981139520202 4326.084206321023 50 TARGET 1 50 100 0.0 0.0015 125 7603 -39 4178.024215133102 4346.701290246212 50 TARGET 1 50 100 0.0 0.0015 125 7603 -40 4176.839532203546 4329.804140033144 50 TARGET 1 50 100 0.0 0.0015 125 7603 -41 4177.324580439815 4313.240826231061 50 TARGET 1 50 100 0.0 0.0015 125 7603 -42 4174.370059645938 4327.118104876894 50 TARGET 1 50 100 0.0 0.0015 125 7603 -43 4166.354989510995 4346.820416074811 50 TARGET 1 50 100 0.0 0.0015 125 7603 -44 4168.987677885627 4320.424183238636 50 TARGET 1 50 100 0.0 0.0015 125 7603 -45 4169.348407578388 4342.060088186553 50 TARGET 1 50 100 0.0 0.0015 125 7603 -46 4162.904407848011 4343.461070667614 50 TARGET 1 50 100 0.0 0.0015 125 7603 -47 4165.850559632786 4361.657981178977 50 TARGET 1 50 100 0.0 0.0015 125 7603 -48 4167.565474076705 4315.768288352273 50 TARGET 1 50 100 0.0 0.0015 125 7603 -49 4159.895747843014 4314.188402580492 50 TARGET 1 50 100 0.0 0.0015 125 7603 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_50bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_50bs_50e_1k_TARGET.tsv deleted file mode 100644 index 8fb160e8e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.0015lr_50bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5163.63654776936 24102.63417376894 50 TARGET 1 50 100 1.0 0.0015 125 6857 -1 4647.435392334806 16908.754557291668 50 TARGET 1 50 100 1.0 0.0015 125 6857 -2 4512.496174308186 10261.26337594697 50 TARGET 1 50 100 1.0 0.0015 125 6857 -3 4447.1145668928875 10129.90225497159 50 TARGET 1 50 100 1.0 0.0015 125 6857 -4 4401.134805082071 6814.649547230114 50 TARGET 1 50 100 1.0 0.0015 125 6857 -5 4393.3983470775465 5807.254601680871 50 TARGET 1 50 100 1.0 0.0015 125 6857 -6 4371.148537786721 5613.589976917614 50 TARGET 1 50 100 1.0 0.0015 125 6857 -7 4368.039672440551 5329.805294152462 50 TARGET 1 50 100 1.0 0.0015 125 6857 -8 4351.012409248738 5127.359715317235 50 TARGET 1 50 100 1.0 0.0015 125 6857 -9 4335.794609506524 4765.635756983902 50 TARGET 1 50 100 1.0 0.0015 125 6857 -10 4323.865559895833 4650.776381983902 50 TARGET 1 50 100 1.0 0.0015 125 6857 -11 4317.789177583123 4561.355187618371 50 TARGET 1 50 100 1.0 0.0015 125 6857 -12 4312.555348405935 4505.947369199811 50 TARGET 1 50 100 1.0 0.0015 125 6857 -13 4300.295069839015 4431.291074810606 50 TARGET 1 50 100 1.0 0.0015 125 6857 -14 4303.17145083649 4364.777624881629 50 TARGET 1 50 100 1.0 0.0015 125 6857 -15 4287.548435198338 4350.738784327652 50 TARGET 1 50 100 1.0 0.0015 125 6857 -16 4282.9331958912035 4340.218039772727 50 TARGET 1 50 100 1.0 0.0015 125 6857 -17 4269.664836845012 4340.400405421402 50 TARGET 1 50 100 1.0 0.0015 125 6857 -18 4268.42200323548 4310.288973721591 50 TARGET 1 50 100 1.0 0.0015 125 6857 -19 4262.388389099327 4280.824854995265 50 TARGET 1 50 100 1.0 0.0015 125 6857 -20 4263.531315761785 4339.315222537879 50 TARGET 1 50 100 1.0 0.0015 125 6857 -21 4253.11548755787 4288.483827533144 50 TARGET 1 50 100 1.0 0.0015 125 6857 -22 4246.714988425926 4284.352317116477 50 TARGET 1 50 100 1.0 0.0015 125 6857 -23 4244.972319220854 4394.455048532197 50 TARGET 1 50 100 1.0 0.0015 125 6857 -24 4241.501745975379 4277.985603101326 50 TARGET 1 50 100 1.0 0.0015 125 6857 -25 4237.57821049032 4268.450550426136 50 TARGET 1 50 100 1.0 0.0015 125 6857 -26 4233.331773134996 4264.835863517992 50 TARGET 1 50 100 1.0 0.0015 125 6857 -27 4221.38376768992 4268.858280066288 50 TARGET 1 50 100 1.0 0.0015 125 6857 -28 4219.878380155724 4275.170661695076 50 TARGET 1 50 100 1.0 0.0015 125 6857 -29 4219.257524792193 4250.558845288826 50 TARGET 1 50 100 1.0 0.0015 125 6857 -30 4211.822822956124 4245.940888375947 50 TARGET 1 50 100 1.0 0.0015 125 6857 -31 4209.710907907197 4243.729403409091 50 TARGET 1 50 100 1.0 0.0015 125 6857 -32 4215.73558666088 4248.717166785038 50 TARGET 1 50 100 1.0 0.0015 125 6857 -33 4207.882929227168 4268.724076704545 50 TARGET 1 50 100 1.0 0.0015 125 6857 -34 4199.833607888783 4230.750872987689 50 TARGET 1 50 100 1.0 0.0015 125 6857 -35 4203.268844039352 4257.248002485795 50 TARGET 1 50 100 1.0 0.0015 125 6857 -36 4202.625828598485 4228.780702533144 50 TARGET 1 50 100 1.0 0.0015 125 6857 -37 4195.32054759838 4242.329708214962 50 TARGET 1 50 100 1.0 0.0015 125 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5558 -19 4252.147061434659 4343.326290246212 25 TARGET 1 100 100 0.5 0.001 125 5558 -20 4259.411675758233 4399.852043383049 25 TARGET 1 100 100 0.5 0.001 125 5558 -21 4240.590327099116 4357.818684895833 25 TARGET 1 100 100 0.5 0.001 125 5558 -22 4254.43613133286 4361.477065577652 25 TARGET 1 100 100 0.5 0.001 125 5558 -23 4235.9396668508 4338.18926077178 25 TARGET 1 100 100 0.5 0.001 125 5558 -24 4239.6860885876995 4334.52080374053 25 TARGET 1 100 100 0.5 0.001 125 5558 -25 4234.565960302899 4342.002382220644 25 TARGET 1 100 100 0.5 0.001 125 5558 -26 4237.909760035248 4355.155510179924 25 TARGET 1 100 100 0.5 0.001 125 5558 -27 4217.464888139205 4320.200158321496 25 TARGET 1 100 100 0.5 0.001 125 5558 -28 4220.890862153436 4330.474335641572 25 TARGET 1 100 100 0.5 0.001 125 5558 -29 4216.783972126867 4305.128506747159 25 TARGET 1 100 100 0.5 0.001 125 5558 -30 4223.612333458281 4329.413626006155 25 TARGET 1 100 100 0.5 0.001 125 5558 -31 4219.508631645228 4298.062566583807 25 TARGET 1 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4290.716759883996 25 TARGET 1 100 100 0.5 0.001 125 5558 -45 4182.670387139626 4304.016742128314 25 TARGET 1 100 100 0.5 0.001 125 5558 -46 4181.390982579704 4277.41239790483 25 TARGET 1 100 100 0.5 0.001 125 5558 -47 4179.664963436448 4328.543812144886 25 TARGET 1 100 100 0.5 0.001 125 5558 -48 4173.770743321891 4293.471250591856 25 TARGET 1 100 100 0.5 0.001 125 5558 -49 4176.937439992372 4305.554828065814 25 TARGET 1 100 100 0.5 0.001 125 5558 -50 4177.669481271044 4284.945697206439 25 TARGET 1 100 100 0.5 0.001 125 5558 -51 4176.6442887534195 4323.32246537642 25 TARGET 1 100 100 0.5 0.001 125 5558 -52 4173.264057403461 4267.645100911458 25 TARGET 1 100 100 0.5 0.001 125 5558 -53 4181.383400245949 4307.767696496212 25 TARGET 1 100 100 0.5 0.001 125 5558 -54 4164.829267611006 4274.894738399621 25 TARGET 1 100 100 0.5 0.001 125 5558 -55 4166.562849770491 4280.771151455966 25 TARGET 1 100 100 0.5 0.001 125 5558 -56 4167.869065409959 4282.228212298769 25 TARGET 1 100 100 0.5 0.001 125 5558 -57 4160.262875746396 4283.368208451705 25 TARGET 1 100 100 0.5 0.001 125 5558 -58 4171.0376034104065 4274.268717447917 25 TARGET 1 100 100 0.5 0.001 125 5558 -59 4161.662213360822 4382.836906664299 25 TARGET 1 100 100 0.5 0.001 125 5558 -60 4159.453469427346 4262.120287346117 25 TARGET 1 100 100 0.5 0.001 125 5558 -61 4162.1733879320545 4270.631798946496 25 TARGET 1 100 100 0.5 0.001 125 5558 -62 4157.795302471328 4282.010098544034 25 TARGET 1 100 100 0.5 0.001 125 5558 -63 4158.785564384075 4267.322761304451 25 TARGET 1 100 100 0.5 0.001 125 5558 -64 4151.704748083044 4303.949692234848 25 TARGET 1 100 100 0.5 0.001 125 5558 -65 4148.429782854588 4273.716279000947 25 TARGET 1 100 100 0.5 0.001 125 5558 -66 4148.886346784906 4272.022771661932 25 TARGET 1 100 100 0.5 0.001 125 5558 -67 4158.919024637653 4300.657995975379 25 TARGET 1 100 100 0.5 0.001 125 5558 -68 4152.707291009049 4273.064504912405 25 TARGET 1 100 100 0.5 0.001 125 5558 -69 4144.095939045402 4268.743792909564 25 TARGET 1 100 100 0.5 0.001 125 5558 -70 4146.176040187027 4249.937840317235 25 TARGET 1 100 100 0.5 0.001 125 5558 -71 4155.912997159091 4269.671046401515 25 TARGET 1 100 100 0.5 0.001 125 5558 -72 4148.118159541377 4263.938054865057 25 TARGET 1 100 100 0.5 0.001 125 5558 -73 4141.993739889125 4296.337528113163 25 TARGET 1 100 100 0.5 0.001 125 5558 -74 4150.307304819024 4269.839525627367 25 TARGET 1 100 100 0.5 0.001 125 5558 -75 4134.77657022701 4266.198390151515 25 TARGET 1 100 100 0.5 0.001 125 5558 -76 4148.1137880267515 4318.760268702652 25 TARGET 1 100 100 0.5 0.001 125 5558 -77 4140.3787566419405 4261.728434244792 25 TARGET 1 100 100 0.5 0.001 125 5558 -78 4138.551385847406 4259.285903468277 25 TARGET 1 100 100 0.5 0.001 125 5558 -79 4140.068198258628 4267.131828539299 25 TARGET 1 100 100 0.5 0.001 125 5558 -80 4141.357417764889 4255.897497928504 25 TARGET 1 100 100 0.5 0.001 125 5558 -81 4139.957967533407 4262.285637133049 25 TARGET 1 100 100 0.5 0.001 125 5558 -82 4136.165307863795 4267.562773733428 25 TARGET 1 100 100 0.5 0.001 125 5558 -83 4142.939416545008 4257.210293856534 25 TARGET 1 100 100 0.5 0.001 125 5558 -84 4143.579358855482 4259.754335345644 25 TARGET 1 100 100 0.5 0.001 125 5558 -85 4130.383499710648 4263.459938742898 25 TARGET 1 100 100 0.5 0.001 125 5558 -86 4128.451032131208 4274.703502308239 25 TARGET 1 100 100 0.5 0.001 125 5558 -87 4129.881655503604 4256.243393406723 25 TARGET 1 100 100 0.5 0.001 125 5558 -88 4123.060102982955 4267.347737630208 25 TARGET 1 100 100 0.5 0.001 125 5558 -89 4124.159082688868 4275.964488636364 25 TARGET 1 100 100 0.5 0.001 125 5558 -90 4121.003613199047 4275.369014855587 25 TARGET 1 100 100 0.5 0.001 125 5558 -91 4124.534823330966 4252.571229876894 25 TARGET 1 100 100 0.5 0.001 125 5558 -92 4118.5304472952175 4269.067745324337 25 TARGET 1 100 100 0.5 0.001 125 5558 -93 4128.637702710701 4290.328014026989 25 TARGET 1 100 100 0.5 0.001 125 5558 -94 4121.1640904487585 4255.609892874053 25 TARGET 1 100 100 0.5 0.001 125 5558 -95 4119.500629258076 4266.504890210701 25 TARGET 1 100 100 0.5 0.001 125 5558 -96 4119.5963590988 4267.520825935133 25 TARGET 1 100 100 0.5 0.001 125 5558 -97 4120.53397664799 4267.429458155777 25 TARGET 1 100 100 0.5 0.001 125 5558 -98 4117.699753064499 4260.990130800189 25 TARGET 1 100 100 0.5 0.001 125 5558 -99 4118.2856186375475 4265.415845466383 25 TARGET 1 100 100 0.5 0.001 125 5558 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_25bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_25bs_100e_0k_TARGET.tsv deleted file mode 100644 index 4825a7710..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_25bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5062.262533374105 13843.186390269886 25 TARGET 1 100 100 0.0 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1 100 100 0.0 0.001 125 3922 -14 4297.361280447706 4312.12539210464 25 TARGET 1 100 100 0.0 0.001 125 3922 -15 4279.851185191761 4309.721465139678 25 TARGET 1 100 100 0.0 0.001 125 3922 -16 4281.925799334491 4297.325424656723 25 TARGET 1 100 100 0.0 0.001 125 3922 -17 4272.479111591172 4262.893295750473 25 TARGET 1 100 100 0.0 0.001 125 3922 -18 4270.795149575179 4285.555871212121 25 TARGET 1 100 100 0.0 0.001 125 3922 -19 4260.639876137679 4273.160037878788 25 TARGET 1 100 100 0.0 0.001 125 3922 -20 4268.579370363795 4257.262288411458 25 TARGET 1 100 100 0.0 0.001 125 3922 -21 4255.975401804503 4257.619554924242 25 TARGET 1 100 100 0.0 0.001 125 3922 -22 4257.977449462069 4265.777817234848 25 TARGET 1 100 100 0.0 0.001 125 3922 -23 4247.754761975221 4290.190562855114 25 TARGET 1 100 100 0.0 0.001 125 3922 -24 4244.3676700270935 4256.152240175189 25 TARGET 1 100 100 0.0 0.001 125 3922 -25 4238.94221511995 4262.843150745739 25 TARGET 1 100 100 0.0 0.001 125 3922 -26 4235.878039838489 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-39 4195.546550301189 4222.634543678977 25 TARGET 1 100 100 0.0 0.001 125 3922 -40 4202.553391170823 4239.886607776989 25 TARGET 1 100 100 0.0 0.001 125 3922 -41 4215.355692751078 4240.073871034564 25 TARGET 1 100 100 0.0 0.001 125 3922 -42 4197.806567876026 4239.475963245739 25 TARGET 1 100 100 0.0 0.001 125 3922 -43 4194.672289710254 4233.791629675663 25 TARGET 1 100 100 0.0 0.001 125 3922 -44 4194.890757756602 4243.191421046402 25 TARGET 1 100 100 0.0 0.001 125 3922 -45 4191.586916939578 4261.322679924242 25 TARGET 1 100 100 0.0 0.001 125 3922 -46 4197.0348808725275 4215.230890447443 25 TARGET 1 100 100 0.0 0.001 125 3922 -47 4183.5512415824915 4224.505593039773 25 TARGET 1 100 100 0.0 0.001 125 3922 -48 4188.236448962279 4212.478449041193 25 TARGET 1 100 100 0.0 0.001 125 3922 -49 4187.020637692024 4237.44423976089 25 TARGET 1 100 100 0.0 0.001 125 3922 -50 4182.341054999869 4224.492335464015 25 TARGET 1 100 100 0.0 0.001 125 3922 -51 4181.443774496265 4227.052231297348 25 TARGET 1 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b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_25bs_100e_1k_TARGET.tsv deleted file mode 100644 index 7bddb516e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_25bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5052.38386386653 12141.751790364584 25 TARGET 1 100 100 1.0 0.001 125 2081 -1 4599.823991871844 9891.50556344697 25 TARGET 1 100 100 1.0 0.001 125 2081 -2 4475.85468454072 5438.402033025568 25 TARGET 1 100 100 1.0 0.001 125 2081 -3 4418.037465310658 5362.271913470644 25 TARGET 1 100 100 1.0 0.001 125 2081 -4 4403.755309442077 4924.463852391098 25 TARGET 1 100 100 1.0 0.001 125 2081 -5 4382.937878130261 4843.767518939394 25 TARGET 1 100 100 1.0 0.001 125 2081 -6 4365.796349727746 4693.308919270833 25 TARGET 1 100 100 1.0 0.001 125 2081 -7 4351.104544796927 4588.77422170928 25 TARGET 1 100 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2081 -33 4215.9984944661455 4294.915394176136 25 TARGET 1 100 100 1.0 0.001 125 2081 -34 4216.339391637732 4295.004387133049 25 TARGET 1 100 100 1.0 0.001 125 2081 -35 4211.190746166088 4291.68584280303 25 TARGET 1 100 100 1.0 0.001 125 2081 -36 4202.589360400884 4285.217840021307 25 TARGET 1 100 100 1.0 0.001 125 2081 -37 4204.778526640099 4273.06259617661 25 TARGET 1 100 100 1.0 0.001 125 2081 -38 4196.368265582255 4275.268414121686 25 TARGET 1 100 100 1.0 0.001 125 2081 -39 4204.012588860612 4284.122913707386 25 TARGET 1 100 100 1.0 0.001 125 2081 -40 4194.351675528067 4296.300833037405 25 TARGET 1 100 100 1.0 0.001 125 2081 -41 4196.089064472853 4316.60244288589 25 TARGET 1 100 100 1.0 0.001 125 2081 -42 4187.3988978324915 4270.163108132102 25 TARGET 1 100 100 1.0 0.001 125 2081 -43 4185.776209770228 4280.362082741477 25 TARGET 1 100 100 1.0 0.001 125 2081 -44 4195.465200507681 4264.299050071023 25 TARGET 1 100 100 1.0 0.001 125 2081 -45 4188.711314397227 4269.889781605114 25 TARGET 1 100 100 1.0 0.001 125 2081 -46 4181.11001658841 4268.578250769413 25 TARGET 1 100 100 1.0 0.001 125 2081 -47 4181.313823866924 4265.520337653883 25 TARGET 1 100 100 1.0 0.001 125 2081 -48 4188.638842444629 4264.956720525568 25 TARGET 1 100 100 1.0 0.001 125 2081 -49 4189.207189489294 4270.38388523911 25 TARGET 1 100 100 1.0 0.001 125 2081 -50 4174.657887879445 4260.361098780777 25 TARGET 1 100 100 1.0 0.001 125 2081 -51 4175.685761833834 4256.119776870265 25 TARGET 1 100 100 1.0 0.001 125 2081 -52 4180.290432400174 4271.064305160985 25 TARGET 1 100 100 1.0 0.001 125 2081 -53 4170.252345640652 4265.323745265152 25 TARGET 1 100 100 1.0 0.001 125 2081 -54 4165.794205071549 4250.857081557765 25 TARGET 1 100 100 1.0 0.001 125 2081 -55 4163.17425598761 4279.707016453598 25 TARGET 1 100 100 1.0 0.001 125 2081 -56 4167.957112630208 4246.837787050189 25 TARGET 1 100 100 1.0 0.001 125 2081 -57 4163.884350092724 4248.898703835227 25 TARGET 1 100 100 1.0 0.001 125 2081 -58 4163.8257612748575 4247.069195371686 25 TARGET 1 100 100 1.0 0.001 125 2081 -59 4166.090441360217 4259.597885594223 25 TARGET 1 100 100 1.0 0.001 125 2081 -60 4160.4483050722065 4298.17129054214 25 TARGET 1 100 100 1.0 0.001 125 2081 -61 4159.058337279041 4268.308127663352 25 TARGET 1 100 100 1.0 0.001 125 2081 -62 4160.1758737275095 4235.733812736742 25 TARGET 1 100 100 1.0 0.001 125 2081 -63 4158.6027478561655 4267.786265980114 25 TARGET 1 100 100 1.0 0.001 125 2081 -64 4151.756570835306 4246.919596354167 25 TARGET 1 100 100 1.0 0.001 125 2081 -65 4158.9702481356535 4271.278926964962 25 TARGET 1 100 100 1.0 0.001 125 2081 -66 4156.6550309409195 4261.803059895833 25 TARGET 1 100 100 1.0 0.001 125 2081 -67 4153.0208592270355 4259.0849609375 25 TARGET 1 100 100 1.0 0.001 125 2081 -68 4155.197866523306 4243.433941465436 25 TARGET 1 100 100 1.0 0.001 125 2081 -69 4150.68365416864 4245.824115175189 25 TARGET 1 100 100 1.0 0.001 125 2081 -70 4149.0891742128315 4251.438557942708 25 TARGET 1 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4241.012088660038 25 TARGET 1 100 100 1.0 0.001 125 2081 -84 4132.61381597551 4236.925108013731 25 TARGET 1 100 100 1.0 0.001 125 2081 -85 4128.780404139046 4259.22831587358 25 TARGET 1 100 100 1.0 0.001 125 2081 -86 4129.4473264546505 4278.435213955966 25 TARGET 1 100 100 1.0 0.001 125 2081 -87 4137.766276452678 4255.308615944602 25 TARGET 1 100 100 1.0 0.001 125 2081 -88 4130.551518192998 4242.648178562973 25 TARGET 1 100 100 1.0 0.001 125 2081 -89 4126.3777463765255 4243.387961647727 25 TARGET 1 100 100 1.0 0.001 125 2081 -90 4131.314453947022 4262.869976621686 25 TARGET 1 100 100 1.0 0.001 125 2081 -91 4134.889830926452 4244.508382161458 25 TARGET 1 100 100 1.0 0.001 125 2081 -92 4127.040100714173 4248.073382753314 25 TARGET 1 100 100 1.0 0.001 125 2081 -93 4123.169758292561 4238.238125887784 25 TARGET 1 100 100 1.0 0.001 125 2081 -94 4126.707834365793 4242.803133877841 25 TARGET 1 100 100 1.0 0.001 125 2081 -95 4120.8330094565445 4235.534978693182 25 TARGET 1 100 100 1.0 0.001 125 2081 -96 4122.368535616582 4238.861882990057 25 TARGET 1 100 100 1.0 0.001 125 2081 -97 4127.199391374685 4253.657470703125 25 TARGET 1 100 100 1.0 0.001 125 2081 -98 4121.777446502789 4233.14931788589 25 TARGET 1 100 100 1.0 0.001 125 2081 -99 4126.842964968698 4268.085271661932 25 TARGET 1 100 100 1.0 0.001 125 2081 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_25bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_25bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index 6b6d546a7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_25bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5038.404197410301 11226.706750118372 25 TARGET 1 50 100 0.5 0.001 125 7452 -1 4558.038319391835 6281.24853515625 25 TARGET 1 50 100 0.5 0.001 125 7452 -2 4480.329752604167 4925.67939897017 25 TARGET 1 50 100 0.5 0.001 125 7452 -3 4416.888686671402 5065.933527166193 25 TARGET 1 50 100 0.5 0.001 125 7452 -4 4408.099264947654 4819.704856178977 25 TARGET 1 50 100 0.5 0.001 125 7452 -5 4387.447380708123 4893.711558948864 25 TARGET 1 50 100 0.5 0.001 125 7452 -6 4368.136566675873 5030.11709132339 25 TARGET 1 50 100 0.5 0.001 125 7452 -7 4374.803895070497 4679.687248461174 25 TARGET 1 50 100 0.5 0.001 125 7452 -8 4356.159506852378 4450.932380445076 25 TARGET 1 50 100 0.5 0.001 125 7452 -9 4333.922073107376 4431.800440932765 25 TARGET 1 50 100 0.5 0.001 125 7452 -10 4324.753319326073 4552.374274976326 25 TARGET 1 50 100 0.5 0.001 125 7452 -11 4310.488711167666 4392.090161872633 25 TARGET 1 50 100 0.5 0.001 125 7452 -12 4311.052539555713 4401.046904592803 25 TARGET 1 50 100 0.5 0.001 125 7452 -13 4296.168855712069 4332.846354166667 25 TARGET 1 50 100 0.5 0.001 125 7452 -14 4294.469016335227 4382.518325343277 25 TARGET 1 50 100 0.5 0.001 125 7452 -15 4281.588484125105 4342.160193241004 25 TARGET 1 50 100 0.5 0.001 125 7452 -16 4276.625339495213 4337.193795868845 25 TARGET 1 50 100 0.5 0.001 125 7452 -17 4271.234381576179 4319.404208096591 25 TARGET 1 50 100 0.5 0.001 125 7452 -18 4259.5563315446125 4334.021980054451 25 TARGET 1 50 100 0.5 0.001 125 7452 -19 4260.725245620265 4324.215516986269 25 TARGET 1 50 100 0.5 0.001 125 7452 -20 4267.1291265519785 4315.56181196733 25 TARGET 1 50 100 0.5 0.001 125 7452 -21 4248.0817094282675 4351.83456883286 25 TARGET 1 50 100 0.5 0.001 125 7452 -22 4240.625522806187 4307.696281664299 25 TARGET 1 50 100 0.5 0.001 125 7452 -23 4251.542442244713 4339.342041015625 25 TARGET 1 50 100 0.5 0.001 125 7452 -24 4240.909206814236 4310.527898615057 25 TARGET 1 50 100 0.5 0.001 125 7452 -25 4234.525177310212 4300.87460789536 25 TARGET 1 50 100 0.5 0.001 125 7452 -26 4236.51644496725 4299.506591796875 25 TARGET 1 50 100 0.5 0.001 125 7452 -27 4230.129748000842 4422.817338423295 25 TARGET 1 50 100 0.5 0.001 125 7452 -28 4232.586188216804 4302.077044862689 25 TARGET 1 50 100 0.5 0.001 125 7452 -29 4233.428063183923 4274.647594105114 25 TARGET 1 50 100 0.5 0.001 125 7452 -30 4228.5842618075285 4285.806862571023 25 TARGET 1 50 100 0.5 0.001 125 7452 -31 4218.876115895281 4284.921327533144 25 TARGET 1 50 100 0.5 0.001 125 7452 -32 4221.000551987979 4276.184451941288 25 TARGET 1 50 100 0.5 0.001 125 7452 -33 4217.209886955492 4303.154148910985 25 TARGET 1 50 100 0.5 0.001 125 7452 -34 4214.133333662142 4299.184895833333 25 TARGET 1 50 100 0.5 0.001 125 7452 -35 4205.382608638468 4274.98720851089 25 TARGET 1 50 100 0.5 0.001 125 7452 -36 4205.575753054635 4262.536362156723 25 TARGET 1 50 100 0.5 0.001 125 7452 -37 4201.7292422927185 4278.143695253314 25 TARGET 1 50 100 0.5 0.001 125 7452 -38 4197.359291153724 4295.259195963542 25 TARGET 1 50 100 0.5 0.001 125 7452 -39 4196.036757138441 4275.265491832386 25 TARGET 1 50 100 0.5 0.001 125 7452 -40 4200.052056617608 4293.395959102746 25 TARGET 1 50 100 0.5 0.001 125 7452 -41 4199.836869262284 4274.859116062973 25 TARGET 1 50 100 0.5 0.001 125 7452 -42 4194.267913510101 4275.054961233428 25 TARGET 1 50 100 0.5 0.001 125 7452 -43 4194.516558406329 4266.028135357481 25 TARGET 1 50 100 0.5 0.001 125 7452 -44 4196.800539575442 4277.961899266098 25 TARGET 1 50 100 0.5 0.001 125 7452 -45 4190.248678599142 4268.167006983902 25 TARGET 1 50 100 0.5 0.001 125 7452 -46 4184.3907450152565 4257.309807054924 25 TARGET 1 50 100 0.5 0.001 125 7452 -47 4188.668599241109 4269.704626834754 25 TARGET 1 50 100 0.5 0.001 125 7452 -48 4182.211371938789 4259.988111091383 25 TARGET 1 50 100 0.5 0.001 125 7452 -49 4182.243054733533 4253.619125828598 25 TARGET 1 50 100 0.5 0.001 125 7452 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_25bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_25bs_50e_0k_TARGET.tsv deleted file mode 100644 index 8e45332db..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_25bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5055.013676807134 16012.92558889678 25 TARGET 1 50 100 0.0 0.001 125 2348 -1 4584.325615365899 7639.086780894886 25 TARGET 1 50 100 0.0 0.001 125 2348 -2 4483.46770931976 5465.046542080966 25 TARGET 1 50 100 0.0 0.001 125 2348 -3 4427.504253965436 5703.560657848011 25 TARGET 1 50 100 0.0 0.001 125 2348 -4 4401.090201329704 5291.315274325284 25 TARGET 1 50 100 0.0 0.001 125 2348 -5 4380.396403816814 4988.493371212121 25 TARGET 1 50 100 0.0 0.001 125 2348 -6 4366.970837936658 4741.385120738636 25 TARGET 1 50 100 0.0 0.001 125 2348 -7 4359.0555736400465 4594.694772431345 25 TARGET 1 50 100 0.0 0.001 125 2348 -8 4352.163259384207 4651.943603515625 25 TARGET 1 50 100 0.0 0.001 125 2348 -9 4336.049465192287 4463.124030835701 25 TARGET 1 50 100 0.0 0.001 125 2348 -10 4318.9477818550085 4453.913441051136 25 TARGET 1 50 100 0.0 0.001 125 2348 -11 4311.586448797874 4421.260830965909 25 TARGET 1 50 100 0.0 0.001 125 2348 -12 4308.487645826757 4378.672984730114 25 TARGET 1 50 100 0.0 0.001 125 2348 -13 4292.167990944602 4370.783750591856 25 TARGET 1 50 100 0.0 0.001 125 2348 -14 4287.7126407302185 4402.592795632102 25 TARGET 1 50 100 0.0 0.001 125 2348 -15 4298.6843911116375 4373.275656960227 25 TARGET 1 50 100 0.0 0.001 125 2348 -16 4275.746180884365 4395.345303622159 25 TARGET 1 50 100 0.0 0.001 125 2348 -17 4268.897066366793 4345.719978101326 25 TARGET 1 50 100 0.0 0.001 125 2348 -18 4266.082120850431 4335.706180456913 25 TARGET 1 50 100 0.0 0.001 125 2348 -19 4259.3943425958805 4370.891919685133 25 TARGET 1 50 100 0.0 0.001 125 2348 -20 4255.82588334517 4332.937951290246 25 TARGET 1 50 100 0.0 0.001 125 2348 -21 4245.425660412721 4326.799501361269 25 TARGET 1 50 100 0.0 0.001 125 2348 -22 4252.719507904567 4372.790519945549 25 TARGET 1 50 100 0.0 0.001 125 2348 -23 4246.204363376604 4321.142075047348 25 TARGET 1 50 100 0.0 0.001 125 2348 -24 4240.004035307502 4349.12588038589 25 TARGET 1 50 100 0.0 0.001 125 2348 -25 4236.709028764205 4308.31064305161 25 TARGET 1 50 100 0.0 0.001 125 2348 -26 4229.391794737742 4313.161206794508 25 TARGET 1 50 100 0.0 0.001 125 2348 -27 4230.925519435896 4336.079086766098 25 TARGET 1 50 100 0.0 0.001 125 2348 -28 4223.470084964226 4342.583902994792 25 TARGET 1 50 100 0.0 0.001 125 2348 -29 4222.715135567919 4327.876708984375 25 TARGET 1 50 100 0.0 0.001 125 2348 -30 4226.731427639021 4327.406582919034 25 TARGET 1 50 100 0.0 0.001 125 2348 -31 4217.558074642913 4308.735440340909 25 TARGET 1 50 100 0.0 0.001 125 2348 -32 4218.251702819208 4310.349091500947 25 TARGET 1 50 100 0.0 0.001 125 2348 -33 4217.043399489688 4337.063543146307 25 TARGET 1 50 100 0.0 0.001 125 2348 -34 4207.725416189894 4302.776145241477 25 TARGET 1 50 100 0.0 0.001 125 2348 -35 4204.6942455150465 4298.994111032197 25 TARGET 1 50 100 0.0 0.001 125 2348 -36 4196.5326741536455 4295.296379320549 25 TARGET 1 50 100 0.0 0.001 125 2348 -37 4198.113910919086 4294.940651633523 25 TARGET 1 50 100 0.0 0.001 125 2348 -38 4197.50773029777 4312.600970643939 25 TARGET 1 50 100 0.0 0.001 125 2348 -39 4192.344518590857 4298.297696200284 25 TARGET 1 50 100 0.0 0.001 125 2348 -40 4196.845864652383 4290.177778764205 25 TARGET 1 50 100 0.0 0.001 125 2348 -41 4190.334250299216 4277.743889086174 25 TARGET 1 50 100 0.0 0.001 125 2348 -42 4185.393216425321 4297.031205610795 25 TARGET 1 50 100 0.0 0.001 125 2348 -43 4182.582971643518 4299.096317175663 25 TARGET 1 50 100 0.0 0.001 125 2348 -44 4187.514150291982 4274.545757871686 25 TARGET 1 50 100 0.0 0.001 125 2348 -45 4182.444590764415 4295.54706735322 25 TARGET 1 50 100 0.0 0.001 125 2348 -46 4181.785706593934 4291.424257220644 25 TARGET 1 50 100 0.0 0.001 125 2348 -47 4187.940062243529 4283.566753965436 25 TARGET 1 50 100 0.0 0.001 125 2348 -48 4178.990106961543 4284.452866062973 25 TARGET 1 50 100 0.0 0.001 125 2348 -49 4188.152937661116 4299.410925662879 25 TARGET 1 50 100 0.0 0.001 125 2348 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_25bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_25bs_50e_1k_TARGET.tsv deleted file mode 100644 index 2325a54db..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_25bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5041.6676966606165 11730.119466145834 25 TARGET 1 50 100 1.0 0.001 125 3021 -1 4572.349957912458 9101.209546638258 25 TARGET 1 50 100 1.0 0.001 125 3021 -2 4477.285299281882 5288.380208333333 25 TARGET 1 50 100 1.0 0.001 125 3021 -3 4433.397830025516 5217.247218276515 25 TARGET 1 50 100 1.0 0.001 125 3021 -4 4396.162713561395 4769.476636482008 25 TARGET 1 50 100 1.0 0.001 125 3021 -5 4404.445603495897 4822.121966737689 25 TARGET 1 50 100 1.0 0.001 125 3021 -6 4369.413671217382 4651.373542554451 25 TARGET 1 50 100 1.0 0.001 125 3021 -7 4358.267666903409 4577.410526160038 25 TARGET 1 50 100 1.0 0.001 125 3021 -8 4355.622935079967 4520.720569957386 25 TARGET 1 50 100 1.0 0.001 125 3021 -9 4338.063512731482 4414.916822028883 25 TARGET 1 50 100 1.0 0.001 125 3021 -10 4317.49705962621 4421.99385209517 25 TARGET 1 50 100 1.0 0.001 125 3021 -11 4317.689014165088 4414.797718394886 25 TARGET 1 50 100 1.0 0.001 125 3021 -12 4316.175606981271 4351.88847212358 25 TARGET 1 50 100 1.0 0.001 125 3021 -13 4303.932263717908 4322.080425840436 25 TARGET 1 50 100 1.0 0.001 125 3021 -14 4290.350060665246 4306.165046460701 25 TARGET 1 50 100 1.0 0.001 125 3021 -15 4289.008060750736 4323.470621744792 25 TARGET 1 50 100 1.0 0.001 125 3021 -16 4272.25641177399 4342.136962890625 25 TARGET 1 50 100 1.0 0.001 125 3021 -17 4270.118300518203 4297.290616122159 25 TARGET 1 50 100 1.0 0.001 125 3021 -18 4274.500185777041 4292.348529237689 25 TARGET 1 50 100 1.0 0.001 125 3021 -19 4257.02643870344 4355.665090849905 25 TARGET 1 50 100 1.0 0.001 125 3021 -20 4252.79416972459 4293.003181226326 25 TARGET 1 50 100 1.0 0.001 125 3021 -21 4252.3619997172245 4272.110617897727 25 TARGET 1 50 100 1.0 0.001 125 3021 -22 4256.319277573916 4262.368726325758 25 TARGET 1 50 100 1.0 0.001 125 3021 -23 4241.205868910459 4282.318514737216 25 TARGET 1 50 100 1.0 0.001 125 3021 -24 4253.221715856482 4302.297644412879 25 TARGET 1 50 100 1.0 0.001 125 3021 -25 4234.824512622975 4274.074189157197 25 TARGET 1 50 100 1.0 0.001 125 3021 -26 4231.025426793982 4295.361646247633 25 TARGET 1 50 100 1.0 0.001 125 3021 -27 4237.847618847985 4260.137576941288 25 TARGET 1 50 100 1.0 0.001 125 3021 -28 4224.209785846749 4276.21796579072 25 TARGET 1 50 100 1.0 0.001 125 3021 -29 4217.066759719592 4251.175788648201 25 TARGET 1 50 100 1.0 0.001 125 3021 -30 4223.5971108382 4259.755859375 25 TARGET 1 50 100 1.0 0.001 125 3021 -31 4216.84669407289 4256.679080847538 25 TARGET 1 50 100 1.0 0.001 125 3021 -32 4217.984747376105 4249.931966145833 25 TARGET 1 50 100 1.0 0.001 125 3021 -33 4217.872052639021 4243.474431818182 25 TARGET 1 50 100 1.0 0.001 125 3021 -34 4208.076914161143 4249.90448922822 25 TARGET 1 50 100 1.0 0.001 125 3021 -35 4206.45762639415 4294.257412997159 25 TARGET 1 50 100 1.0 0.001 125 3021 -36 4211.183670609085 4308.620709043561 25 TARGET 1 50 100 1.0 0.001 125 3021 -37 4196.179993703309 4244.341227213542 25 TARGET 1 50 100 1.0 0.001 125 3021 -38 4199.385280621975 4263.534771543561 25 TARGET 1 50 100 1.0 0.001 125 3021 -39 4197.498400755603 4237.016594164299 25 TARGET 1 50 100 1.0 0.001 125 3021 -40 4199.903358125526 4264.555656664299 25 TARGET 1 50 100 1.0 0.001 125 3021 -41 4200.033038720539 4229.543153705019 25 TARGET 1 50 100 1.0 0.001 125 3021 -42 4186.355614247948 4234.461440577652 25 TARGET 1 50 100 1.0 0.001 125 3021 -43 4191.561552619291 4244.93632368608 25 TARGET 1 50 100 1.0 0.001 125 3021 -44 4188.339945680766 4235.386555989583 25 TARGET 1 50 100 1.0 0.001 125 3021 -45 4186.272729327783 4234.260808771307 25 TARGET 1 50 100 1.0 0.001 125 3021 -46 4184.336952697548 4246.868112275095 25 TARGET 1 50 100 1.0 0.001 125 3021 -47 4182.9831189499155 4236.384284741951 25 TARGET 1 50 100 1.0 0.001 125 3021 -48 4176.066484342119 4230.337994199811 25 TARGET 1 50 100 1.0 0.001 125 3021 -49 4183.355038010312 4283.803296638258 25 TARGET 1 50 100 1.0 0.001 125 3021 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_50bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_50bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index cbf9db690..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_50bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5270.877301662458 20169.765269886364 50 TARGET 1 100 100 0.5 0.001 125 513 -1 4778.239752669929 12768.788589015152 50 TARGET 1 100 100 0.5 0.001 125 513 -2 4591.919749250315 10705.335523200758 50 TARGET 1 100 100 0.5 0.001 125 513 -3 4504.435865819655 6906.239538944129 50 TARGET 1 100 100 0.5 0.001 125 513 -4 4462.850980508207 5773.452740293561 50 TARGET 1 100 100 0.5 0.001 125 513 -5 4422.875184132997 5309.252574573864 50 TARGET 1 100 100 0.5 0.001 125 513 -6 4410.985507746738 5157.603145714962 50 TARGET 1 100 100 0.5 0.001 125 513 -7 4392.346507062815 4870.415068655303 50 TARGET 1 100 100 0.5 0.001 125 513 -8 4380.873653527462 4966.856460108902 50 TARGET 1 100 100 0.5 0.001 125 513 -9 4365.129752932976 4833.828657670455 50 TARGET 1 100 100 0.5 0.001 125 513 -10 4347.976822259049 4695.068892045455 50 TARGET 1 100 100 0.5 0.001 125 513 -11 4350.111206465699 4680.266586766098 50 TARGET 1 100 100 0.5 0.001 125 513 -12 4332.3637711752945 4578.905125473485 50 TARGET 1 100 100 0.5 0.001 125 513 -13 4324.771096380471 4472.026796283144 50 TARGET 1 100 100 0.5 0.001 125 513 -14 4326.628082583649 4479.703465317235 50 TARGET 1 100 100 0.5 0.001 125 513 -15 4309.913013599537 4439.050455729167 50 TARGET 1 100 100 0.5 0.001 125 513 -16 4295.981290772306 4389.642844460227 50 TARGET 1 100 100 0.5 0.001 125 513 -17 4293.572681568287 4385.023171164773 50 TARGET 1 100 100 0.5 0.001 125 513 -18 4291.9252321390995 4408.965361624053 50 TARGET 1 100 100 0.5 0.001 125 513 -19 4282.23053286774 4359.369007457386 50 TARGET 1 100 100 0.5 0.001 125 513 -20 4278.904158775253 4369.465553977273 50 TARGET 1 100 100 0.5 0.001 125 513 -21 4264.562702217488 4332.50654000947 50 TARGET 1 100 100 0.5 0.001 125 513 -22 4276.591004445497 4332.587002840909 50 TARGET 1 100 100 0.5 0.001 125 513 -23 4274.191391453598 4406.30146188447 50 TARGET 1 100 100 0.5 0.001 125 513 -24 4264.5002975720745 4322.691095525568 50 TARGET 1 100 100 0.5 0.001 125 513 -25 4257.69522700968 4322.880741003788 50 TARGET 1 100 100 0.5 0.001 125 513 -26 4255.667414706965 4334.506939512311 50 TARGET 1 100 100 0.5 0.001 125 513 -27 4248.539866437815 4322.650538589015 50 TARGET 1 100 100 0.5 0.001 125 513 -28 4247.376780500315 4343.813728101326 50 TARGET 1 100 100 0.5 0.001 125 513 -29 4240.693860808607 4273.989228219697 50 TARGET 1 100 100 0.5 0.001 125 513 -30 4239.47066037984 4302.623697916667 50 TARGET 1 100 100 0.5 0.001 125 513 -31 4240.75984782723 4309.672259706439 50 TARGET 1 100 100 0.5 0.001 125 513 -32 4234.809149437079 4307.098514441288 50 TARGET 1 100 100 0.5 0.001 125 513 -33 4238.066689025673 4289.165201822917 50 TARGET 1 100 100 0.5 0.001 125 513 -34 4227.03585825705 4287.416444720644 50 TARGET 1 100 100 0.5 0.001 125 513 -35 4229.6402271412035 4306.09931344697 50 TARGET 1 100 100 0.5 0.001 125 513 -36 4212.584630484533 4265.282596472538 50 TARGET 1 100 100 0.5 0.001 125 513 -37 4219.034840593435 4316.432469223485 50 TARGET 1 100 100 0.5 0.001 125 513 -38 4211.390455663405 4290.629320549242 50 TARGET 1 100 100 0.5 0.001 125 513 -39 4219.206194431292 4281.758463541667 50 TARGET 1 100 100 0.5 0.001 125 513 -40 4213.658356021149 4289.967344341856 50 TARGET 1 100 100 0.5 0.001 125 513 -41 4212.251090001579 4273.661088423295 50 TARGET 1 100 100 0.5 0.001 125 513 -42 4203.386033183397 4269.474712949811 50 TARGET 1 100 100 0.5 0.001 125 513 -43 4201.971291692971 4264.129364938447 50 TARGET 1 100 100 0.5 0.001 125 513 -44 4215.841634114583 4273.157196969697 50 TARGET 1 100 100 0.5 0.001 125 513 -45 4201.036816735059 4258.877308238636 50 TARGET 1 100 100 0.5 0.001 125 513 -46 4201.680613919139 4255.16083688447 50 TARGET 1 100 100 0.5 0.001 125 513 -47 4202.97082067419 4274.049745501894 50 TARGET 1 100 100 0.5 0.001 125 513 -48 4197.5677469683815 4259.969785748106 50 TARGET 1 100 100 0.5 0.001 125 513 -49 4190.283290259365 4283.546460700758 50 TARGET 1 100 100 0.5 0.001 125 513 -50 4192.080762047559 4290.665379379735 50 TARGET 1 100 100 0.5 0.001 125 513 -51 4191.589884851115 4246.61748342803 50 TARGET 1 100 100 0.5 0.001 125 513 -52 4184.985833267571 4245.705137310606 50 TARGET 1 100 100 0.5 0.001 125 513 -53 4187.587634154041 4259.119392163826 50 TARGET 1 100 100 0.5 0.001 125 513 -54 4190.360435408776 4250.589621803977 50 TARGET 1 100 100 0.5 0.001 125 513 -55 4184.662212949811 4248.85332327178 50 TARGET 1 100 100 0.5 0.001 125 513 -56 4178.817714909512 4270.237334280303 50 TARGET 1 100 100 0.5 0.001 125 513 -57 4181.595280605535 4246.059303977273 50 TARGET 1 100 100 0.5 0.001 125 513 -58 4177.128808429346 4262.337372750947 50 TARGET 1 100 100 0.5 0.001 125 513 -59 4175.56886902883 4247.621744791667 50 TARGET 1 100 100 0.5 0.001 125 513 -60 4167.79998306634 4265.93994140625 50 TARGET 1 100 100 0.5 0.001 125 513 -61 4171.297071463331 4285.913707386364 50 TARGET 1 100 100 0.5 0.001 125 513 -62 4166.181864215067 4236.559289180871 50 TARGET 1 100 100 0.5 0.001 125 513 -63 4174.149676287616 4240.943581321023 50 TARGET 1 100 100 0.5 0.001 125 513 -64 4172.533265598695 4255.849047111742 50 TARGET 1 100 100 0.5 0.001 125 513 -65 4167.357318300189 4269.186774976326 50 TARGET 1 100 100 0.5 0.001 125 513 -66 4164.482462154093 4262.329708214962 50 TARGET 1 100 100 0.5 0.001 125 513 -67 4166.179350470854 4239.439601089015 50 TARGET 1 100 100 0.5 0.001 125 513 -68 4162.965614806923 4270.373979048295 50 TARGET 1 100 100 0.5 0.001 125 513 -69 4159.692863695549 4256.07275390625 50 TARGET 1 100 100 0.5 0.001 125 513 -70 4161.627272069655 4294.583229758523 50 TARGET 1 100 100 0.5 0.001 125 513 -71 4154.993607132523 4269.423916903409 50 TARGET 1 100 100 0.5 0.001 125 513 -72 4158.673332445549 4263.361254142992 50 TARGET 1 100 100 0.5 0.001 125 513 -73 4157.758758647675 4248.314527107008 50 TARGET 1 100 100 0.5 0.001 125 513 -74 4151.2692854653305 4222.892075047348 50 TARGET 1 100 100 0.5 0.001 125 513 -75 4157.133291739005 4227.771144057765 50 TARGET 1 100 100 0.5 0.001 125 513 -76 4154.952118022675 4232.40009469697 50 TARGET 1 100 100 0.5 0.001 125 513 -77 4152.1488353587965 4232.559170809659 50 TARGET 1 100 100 0.5 0.001 125 513 -78 4148.220040575021 4244.802985913826 50 TARGET 1 100 100 0.5 0.001 125 513 -79 4164.742578782618 4231.689024029356 50 TARGET 1 100 100 0.5 0.001 125 513 -80 4146.051562993213 4228.349949692235 50 TARGET 1 100 100 0.5 0.001 125 513 -81 4145.939032249579 4246.265639796402 50 TARGET 1 100 100 0.5 0.001 125 513 -82 4146.835495251999 4252.380489464962 50 TARGET 1 100 100 0.5 0.001 125 513 -83 4144.45358122238 4238.255726207386 50 TARGET 1 100 100 0.5 0.001 125 513 -84 4146.265886403094 4265.242956912879 50 TARGET 1 100 100 0.5 0.001 125 513 -85 4149.126883253104 4246.720466382576 50 TARGET 1 100 100 0.5 0.001 125 513 -86 4139.994574652777 4236.008922230114 50 TARGET 1 100 100 0.5 0.001 125 513 -87 4141.211095328283 4256.303341027462 50 TARGET 1 100 100 0.5 0.001 125 513 -88 4144.186358211016 4225.69756155303 50 TARGET 1 100 100 0.5 0.001 125 513 -89 4142.122117989794 4242.958925189394 50 TARGET 1 100 100 0.5 0.001 125 513 -90 4135.956282387679 4250.585049715909 50 TARGET 1 100 100 0.5 0.001 125 513 -91 4140.936266966541 4230.786635890152 50 TARGET 1 100 100 0.5 0.001 125 513 -92 4134.217502170139 4239.993282433712 50 TARGET 1 100 100 0.5 0.001 125 513 -93 4133.9990587844595 4217.717906605114 50 TARGET 1 100 100 0.5 0.001 125 513 -94 4143.013047138047 4243.787479285038 50 TARGET 1 100 100 0.5 0.001 125 513 -95 4130.57413325968 4244.371064157197 50 TARGET 1 100 100 0.5 0.001 125 513 -96 4132.091365313289 4266.765181107955 50 TARGET 1 100 100 0.5 0.001 125 513 -97 4130.4747293902565 4224.641187263258 50 TARGET 1 100 100 0.5 0.001 125 513 -98 4135.302475437973 4221.007945667614 50 TARGET 1 100 100 0.5 0.001 125 513 -99 4129.994739057239 4234.917805989583 50 TARGET 1 100 100 0.5 0.001 125 513 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_50bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_50bs_100e_0k_TARGET.tsv deleted file mode 100644 index 0eace6368..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_50bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5276.284442734638 15686.658084753788 50 TARGET 1 100 100 0.0 0.001 125 7880 -1 4782.848507865109 12868.482895359848 50 TARGET 1 100 100 0.0 0.001 125 7880 -2 4594.274310487689 8458.628196022728 50 TARGET 1 100 100 0.0 0.001 125 7880 -3 4502.069031789247 6508.517888849432 50 TARGET 1 100 100 0.0 0.001 125 7880 -4 4449.228998974116 5616.189527107008 50 TARGET 1 100 100 0.0 0.001 125 7880 -5 4415.399675465594 5142.214074337121 50 TARGET 1 100 100 0.0 0.001 125 7880 -6 4406.528326888679 5060.726029829545 50 TARGET 1 100 100 0.0 0.001 125 7880 -7 4397.039258141309 4915.067693536932 50 TARGET 1 100 100 0.0 0.001 125 7880 -8 4369.9534225720745 4819.013346354167 50 TARGET 1 100 100 0.0 0.001 125 7880 -9 4366.10237136995 4788.347227154356 50 TARGET 1 100 100 0.0 0.001 125 7880 -10 4347.236786813447 4727.944868607955 50 TARGET 1 100 100 0.0 0.001 125 7880 -11 4336.58005346433 4552.012665719697 50 TARGET 1 100 100 0.0 0.001 125 7880 -12 4331.801223498001 4602.248623934659 50 TARGET 1 100 100 0.0 0.001 125 7880 -13 4328.047665785459 4504.099638967803 50 TARGET 1 100 100 0.0 0.001 125 7880 -14 4320.493265993266 4485.133877840909 50 TARGET 1 100 100 0.0 0.001 125 7880 -15 4307.633335306187 4441.788470643939 50 TARGET 1 100 100 0.0 0.001 125 7880 -16 4303.451344499685 4408.01592092803 50 TARGET 1 100 100 0.0 0.001 125 7880 -17 4300.167896412037 4439.533913352273 50 TARGET 1 100 100 0.0 0.001 125 7880 -18 4285.924863873106 4407.558845288826 50 TARGET 1 100 100 0.0 0.001 125 7880 -19 4288.097070970118 4360.177911931818 50 TARGET 1 100 100 0.0 0.001 125 7880 -20 4280.780554569129 4345.383907433712 50 TARGET 1 100 100 0.0 0.001 125 7880 -21 4278.560686618792 4362.17431640625 50 TARGET 1 100 100 0.0 0.001 125 7880 -22 4277.114928582702 4327.451379024621 50 TARGET 1 100 100 0.0 0.001 125 7880 -23 4270.793230153094 4343.408543442235 50 TARGET 1 100 100 0.0 0.001 125 7880 -24 4266.491294783776 4341.403734611742 50 TARGET 1 100 100 0.0 0.001 125 7880 -25 4255.630528922033 4317.739657315341 50 TARGET 1 100 100 0.0 0.001 125 7880 -26 4252.002397017045 4329.131717566288 50 TARGET 1 100 100 0.0 0.001 125 7880 -27 4251.988511416246 4326.858945904356 50 TARGET 1 100 100 0.0 0.001 125 7880 -28 4238.363197403724 4324.517726089015 50 TARGET 1 100 100 0.0 0.001 125 7880 -29 4240.659446022727 4303.642370975379 50 TARGET 1 100 100 0.0 0.001 125 7880 -30 4239.448515098906 4298.128950639205 50 TARGET 1 100 100 0.0 0.001 125 7880 -31 4235.738657736217 4306.412582859848 50 TARGET 1 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TARGET 1 100 100 0.0 0.001 125 7880 -70 4157.322670881997 4256.931803385417 50 TARGET 1 100 100 0.0 0.001 125 7880 -71 4154.926176642729 4271.685191761364 50 TARGET 1 100 100 0.0 0.001 125 7880 -72 4156.711886935764 4257.939601089015 50 TARGET 1 100 100 0.0 0.001 125 7880 -73 4156.352606468329 4280.093735203598 50 TARGET 1 100 100 0.0 0.001 125 7880 -74 4153.039133193918 4282.423191879735 50 TARGET 1 100 100 0.0 0.001 125 7880 -75 4151.966402304293 4265.091885653409 50 TARGET 1 100 100 0.0 0.001 125 7880 -76 4158.603375059186 4275.637858072917 50 TARGET 1 100 100 0.0 0.001 125 7880 -77 4150.44235815183 4272.670928030303 50 TARGET 1 100 100 0.0 0.001 125 7880 -78 4151.073638402252 4264.551979758523 50 TARGET 1 100 100 0.0 0.001 125 7880 -79 4150.383316399674 4260.282389322917 50 TARGET 1 100 100 0.0 0.001 125 7880 -80 4143.290226483586 4243.198094223485 50 TARGET 1 100 100 0.0 0.001 125 7880 -81 4149.207292653094 4264.539121685606 50 TARGET 1 100 100 0.0 0.001 125 7880 -82 4142.434765953809 4246.926017992424 50 TARGET 1 100 100 0.0 0.001 125 7880 -83 4142.193970959596 4248.721709280303 50 TARGET 1 100 100 0.0 0.001 125 7880 -84 4148.683769662774 4260.166060014205 50 TARGET 1 100 100 0.0 0.001 125 7880 -85 4142.123295125736 4248.794122869318 50 TARGET 1 100 100 0.0 0.001 125 7880 -86 4144.937166258944 4261.037331321023 50 TARGET 1 100 100 0.0 0.001 125 7880 -87 4138.431691590383 4255.841530539773 50 TARGET 1 100 100 0.0 0.001 125 7880 -88 4142.761848629524 4291.784549597538 50 TARGET 1 100 100 0.0 0.001 125 7880 -89 4134.95837854456 4241.974476207386 50 TARGET 1 100 100 0.0 0.001 125 7880 -90 4133.59157246291 4247.074544270833 50 TARGET 1 100 100 0.0 0.001 125 7880 -91 4137.949997205124 4250.030983664773 50 TARGET 1 100 100 0.0 0.001 125 7880 -92 4140.207747231429 4252.821555397727 50 TARGET 1 100 100 0.0 0.001 125 7880 -93 4136.180305660774 4258.798473011364 50 TARGET 1 100 100 0.0 0.001 125 7880 -94 4129.1007059527565 4244.826260653409 50 TARGET 1 100 100 0.0 0.001 125 7880 -95 4127.287167738584 4246.550929214015 50 TARGET 1 100 100 0.0 0.001 125 7880 -96 4129.320833662142 4248.927320075758 50 TARGET 1 100 100 0.0 0.001 125 7880 -97 4127.353393965699 4255.904504024621 50 TARGET 1 100 100 0.0 0.001 125 7880 -98 4127.579723833386 4248.69159860322 50 TARGET 1 100 100 0.0 0.001 125 7880 -99 4129.736532808554 4230.542021780303 50 TARGET 1 100 100 0.0 0.001 125 7880 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_50bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_50bs_100e_1k_TARGET.tsv deleted file mode 100644 index 2006226a0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_50bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5279.960842145412 16040.588748816288 50 TARGET 1 100 100 1.0 0.001 125 759 -1 4772.0353354508625 12949.475615530304 50 TARGET 1 100 100 1.0 0.001 125 759 -2 4594.622949876368 7576.445638020833 50 TARGET 1 100 100 1.0 0.001 125 759 -3 4518.703984835332 7500.598514441288 50 TARGET 1 100 100 1.0 0.001 125 759 -4 4466.745718907829 7118.828953598485 50 TARGET 1 100 100 1.0 0.001 125 759 -5 4434.649547230114 5530.920069839015 50 TARGET 1 100 100 1.0 0.001 125 759 -6 4413.676136363636 5078.733265269886 50 TARGET 1 100 100 1.0 0.001 125 759 -7 4395.0135814525465 4869.473292495265 50 TARGET 1 100 100 1.0 0.001 125 759 -8 4372.079540522412 4674.862733783144 50 TARGET 1 100 100 1.0 0.001 125 759 -9 4368.671815814394 4602.316465435606 50 TARGET 1 100 100 1.0 0.001 125 759 -10 4354.19164134838 4666.104728929924 50 TARGET 1 100 100 1.0 0.001 125 759 -11 4353.021530408249 4574.233117305871 50 TARGET 1 100 100 1.0 0.001 125 759 -12 4333.445468684238 4505.769412878788 50 TARGET 1 100 100 1.0 0.001 125 759 -13 4342.487748579545 4444.880519057765 50 TARGET 1 100 100 1.0 0.001 125 759 -14 4330.373369107744 4423.944617069129 50 TARGET 1 100 100 1.0 0.001 125 759 -15 4320.583481297348 4368.402669270833 50 TARGET 1 100 100 1.0 0.001 125 759 -16 4314.260423242845 4369.861845999053 50 TARGET 1 100 100 1.0 0.001 125 759 -17 4299.59820864899 4426.110677083333 50 TARGET 1 100 100 1.0 0.001 125 759 -18 4301.189336397832 4312.069661458333 50 TARGET 1 100 100 1.0 0.001 125 759 -19 4289.642446601431 4273.671490293561 50 TARGET 1 100 100 1.0 0.001 125 759 -20 4288.006983901515 4304.696422230114 50 TARGET 1 100 100 1.0 0.001 125 759 -21 4283.679435961174 4263.348913944129 50 TARGET 1 100 100 1.0 0.001 125 759 -22 4281.734033038721 4244.769442471591 50 TARGET 1 100 100 1.0 0.001 125 759 -23 4281.789608322812 4252.438580137311 50 TARGET 1 100 100 1.0 0.001 125 759 -24 4271.790351430976 4284.766335227273 50 TARGET 1 100 100 1.0 0.001 125 759 -25 4275.333726259996 4257.838926373106 50 TARGET 1 100 100 1.0 0.001 125 759 -26 4261.918106849747 4266.158336292614 50 TARGET 1 100 100 1.0 0.001 125 759 -27 4262.061707570497 4244.421460700758 50 TARGET 1 100 100 1.0 0.001 125 759 -28 4259.58574843487 4246.14453125 50 TARGET 1 100 100 1.0 0.001 125 759 -29 4257.040746001683 4312.180338541667 50 TARGET 1 100 100 1.0 0.001 125 759 -30 4244.101759785353 4225.651411576705 50 TARGET 1 100 100 1.0 0.001 125 759 -31 4239.5564910169405 4228.14325875947 50 TARGET 1 100 100 1.0 0.001 125 759 -32 4243.670030381944 4219.747691761364 50 TARGET 1 100 100 1.0 0.001 125 759 -33 4239.718505037353 4217.702607125947 50 TARGET 1 100 100 1.0 0.001 125 759 -34 4233.2864714856905 4213.743489583333 50 TARGET 1 100 100 1.0 0.001 125 759 -35 4230.622293902567 4208.246611624053 50 TARGET 1 100 100 1.0 0.001 125 759 -36 4226.609587081755 4202.154607599432 50 TARGET 1 100 100 1.0 0.001 125 759 -37 4229.549438065551 4213.595037286932 50 TARGET 1 100 100 1.0 0.001 125 759 -38 4226.186211069024 4226.280169862689 50 TARGET 1 100 100 1.0 0.001 125 759 -39 4222.00934146149 4210.785614938447 50 TARGET 1 100 100 1.0 0.001 125 759 -40 4213.732839462332 4219.809733072917 50 TARGET 1 100 100 1.0 0.001 125 759 -41 4220.5485897385315 4229.263080018939 50 TARGET 1 100 100 1.0 0.001 125 759 -42 4218.661178845749 4196.507753314394 50 TARGET 1 100 100 1.0 0.001 125 759 -43 4211.065625328809 4189.822265625 50 TARGET 1 100 100 1.0 0.001 125 759 -44 4209.5203582044405 4182.183164654356 50 TARGET 1 100 100 1.0 0.001 125 759 -45 4208.164434054082 4194.538396661932 50 TARGET 1 100 100 1.0 0.001 125 759 -46 4210.550861808186 4231.534904711174 50 TARGET 1 100 100 1.0 0.001 125 759 -47 4209.533748947812 4189.747292258523 50 TARGET 1 100 100 1.0 0.001 125 759 -48 4203.931749131944 4197.587742660985 50 TARGET 1 100 100 1.0 0.001 125 759 -49 4198.65550853588 4213.330936316288 50 TARGET 1 100 100 1.0 0.001 125 759 -50 4196.336049295033 4205.374363754735 50 TARGET 1 100 100 1.0 0.001 125 759 -51 4200.183345499264 4176.525982481061 50 TARGET 1 100 100 1.0 0.001 125 759 -52 4195.561973905724 4201.885683001894 50 TARGET 1 100 100 1.0 0.001 125 759 -53 4194.474841185291 4178.267400568182 50 TARGET 1 100 100 1.0 0.001 125 759 -54 4189.993755918561 4189.091027462121 50 TARGET 1 100 100 1.0 0.001 125 759 -55 4188.186719900831 4178.604166666667 50 TARGET 1 100 100 1.0 0.001 125 759 -56 4188.556155631839 4204.541193181818 50 TARGET 1 100 100 1.0 0.001 125 759 -57 4190.458234690656 4170.241684422348 50 TARGET 1 100 100 1.0 0.001 125 759 -58 4185.318301011416 4171.932839133523 50 TARGET 1 100 100 1.0 0.001 125 759 -59 4186.0832577072815 4209.239302201705 50 TARGET 1 100 100 1.0 0.001 125 759 -60 4177.1982364333435 4176.181004379735 50 TARGET 1 100 100 1.0 0.001 125 759 -61 4175.1832254840065 4189.526899857955 50 TARGET 1 100 100 1.0 0.001 125 759 -62 4181.402062618371 4192.488725142045 50 TARGET 1 100 100 1.0 0.001 125 759 -63 4180.306305239899 4182.503625118371 50 TARGET 1 100 100 1.0 0.001 125 759 -64 4176.028435395623 4190.419034090909 50 TARGET 1 100 100 1.0 0.001 125 759 -65 4181.989484690656 4200.953376538826 50 TARGET 1 100 100 1.0 0.001 125 759 -66 4179.8769588791565 4172.236609256629 50 TARGET 1 100 100 1.0 0.001 125 759 -67 4174.670757049664 4200.236194957386 50 TARGET 1 100 100 1.0 0.001 125 759 -68 4179.336122455019 4182.097937381629 50 TARGET 1 100 100 1.0 0.001 125 759 -69 4169.433702256944 4183.338556463068 50 TARGET 1 100 100 1.0 0.001 125 759 -70 4170.139271129261 4160.075550426136 50 TARGET 1 100 100 1.0 0.001 125 759 -71 4163.14624927662 4182.943596117424 50 TARGET 1 100 100 1.0 0.001 125 759 -72 4167.106392703073 4171.339710582386 50 TARGET 1 100 100 1.0 0.001 125 759 -73 4168.060828006629 4160.312573982008 50 TARGET 1 100 100 1.0 0.001 125 759 -74 4163.680627893518 4163.334783380682 50 TARGET 1 100 100 1.0 0.001 125 759 -75 4167.2502498947815 4165.699751420455 50 TARGET 1 100 100 1.0 0.001 125 759 -76 4162.356428050031 4182.117113517992 50 TARGET 1 100 100 1.0 0.001 125 759 -77 4163.279812282986 4163.931196732955 50 TARGET 1 100 100 1.0 0.001 125 759 -78 4159.54857494213 4160.809466737689 50 TARGET 1 100 100 1.0 0.001 125 759 -79 4156.467954282408 4209.13359670928 50 TARGET 1 100 100 1.0 0.001 125 759 -80 4158.154429220592 4155.963955965909 50 TARGET 1 100 100 1.0 0.001 125 759 -81 4158.665838068182 4154.784949100379 50 TARGET 1 100 100 1.0 0.001 125 759 -82 4156.136607776989 4156.82978219697 50 TARGET 1 100 100 1.0 0.001 125 759 -83 4157.523749046454 4156.814763849432 50 TARGET 1 100 100 1.0 0.001 125 759 -84 4157.031621554082 4170.894427675189 50 TARGET 1 100 100 1.0 0.001 125 759 -85 4148.110254563868 4161.664417613636 50 TARGET 1 100 100 1.0 0.001 125 759 -86 4147.605602739636 4158.278216737689 50 TARGET 1 100 100 1.0 0.001 125 759 -87 4145.5516509496 4164.672126538826 50 TARGET 1 100 100 1.0 0.001 125 759 -88 4152.441633128156 4159.23896188447 50 TARGET 1 100 100 1.0 0.001 125 759 -89 4148.912127459491 4156.090539180871 50 TARGET 1 100 100 1.0 0.001 125 759 -90 4145.204575869371 4150.819173177083 50 TARGET 1 100 100 1.0 0.001 125 759 -91 4155.1664389664875 4164.205152107008 50 TARGET 1 100 100 1.0 0.001 125 759 -92 4144.465961700336 4152.019901160038 50 TARGET 1 100 100 1.0 0.001 125 759 -93 4140.6428206215805 4150.026337594697 50 TARGET 1 100 100 1.0 0.001 125 759 -94 4145.287075672086 4173.029208096591 50 TARGET 1 100 100 1.0 0.001 125 759 -95 4142.705833563499 4169.199618252841 50 TARGET 1 100 100 1.0 0.001 125 759 -96 4138.82550192682 4154.624334161932 50 TARGET 1 100 100 1.0 0.001 125 759 -97 4136.715302438447 4162.537982362689 50 TARGET 1 100 100 1.0 0.001 125 759 -98 4139.723682133838 4149.664210464015 50 TARGET 1 100 100 1.0 0.001 125 759 -99 4137.897308863373 4180.435680042614 50 TARGET 1 100 100 1.0 0.001 125 759 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_50bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_50bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index ebd55ff95..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_50bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5268.759461476747 15818.66796875 50 TARGET 1 50 100 0.5 0.001 125 1546 -1 4762.913751775568 11367.801698626894 50 TARGET 1 50 100 0.5 0.001 125 1546 -2 4577.629082162774 8194.440074573864 50 TARGET 1 50 100 0.5 0.001 125 1546 -3 4507.510027028094 6505.129187381629 50 TARGET 1 50 100 0.5 0.001 125 1546 -4 4459.492184211911 5352.751982717803 50 TARGET 1 50 100 0.5 0.001 125 1546 -5 4420.093117042824 5073.911635890152 50 TARGET 1 50 100 0.5 0.001 125 1546 -6 4399.214472195918 4921.440044981061 50 TARGET 1 50 100 0.5 0.001 125 1546 -7 4377.909360532408 4894.218528053977 50 TARGET 1 50 100 0.5 0.001 125 1546 -8 4377.755119554924 4815.321703361742 50 TARGET 1 50 100 0.5 0.001 125 1546 -9 4356.284792916141 4849.363887902462 50 TARGET 1 50 100 0.5 0.001 125 1546 -10 4351.641050807555 4735.249230587121 50 TARGET 1 50 100 0.5 0.001 125 1546 -11 4342.455650252526 4607.364287405303 50 TARGET 1 50 100 0.5 0.001 125 1546 -12 4336.208392518939 4596.599254261364 50 TARGET 1 50 100 0.5 0.001 125 1546 -13 4327.139147003893 4584.605527935606 50 TARGET 1 50 100 0.5 0.001 125 1546 -14 4317.497191971801 4481.82880563447 50 TARGET 1 50 100 0.5 0.001 125 1546 -15 4306.663289799032 4451.888982599432 50 TARGET 1 50 100 0.5 0.001 125 1546 -16 4302.887573653199 4470.866787997159 50 TARGET 1 50 100 0.5 0.001 125 1546 -17 4306.384295428241 4416.440207741477 50 TARGET 1 50 100 0.5 0.001 125 1546 -18 4294.0471840803875 4506.537508877841 50 TARGET 1 50 100 0.5 0.001 125 1546 -19 4294.854987044929 4377.179805871212 50 TARGET 1 50 100 0.5 0.001 125 1546 -20 4278.359445693918 4408.89716500947 50 TARGET 1 50 100 0.5 0.001 125 1546 -21 4284.754966658776 4398.041577888258 50 TARGET 1 50 100 0.5 0.001 125 1546 -22 4267.2116756760315 4331.591057054924 50 TARGET 1 50 100 0.5 0.001 125 1546 -23 4265.6487465803875 4315.841264204545 50 TARGET 1 50 100 0.5 0.001 125 1546 -24 4268.439793442235 4351.230779474432 50 TARGET 1 50 100 0.5 0.001 125 1546 -25 4261.319827506839 4320.819809422348 50 TARGET 1 50 100 0.5 0.001 125 1546 -26 4253.93815926189 4331.402965198864 50 TARGET 1 50 100 0.5 0.001 125 1546 -27 4256.830170191498 4321.029947916667 50 TARGET 1 50 100 0.5 0.001 125 1546 -28 4248.2912293508 4317.37079782197 50 TARGET 1 50 100 0.5 0.001 125 1546 -29 4242.658939656986 4298.476355350379 50 TARGET 1 50 100 0.5 0.001 125 1546 -30 4239.291094539141 4286.52470999053 50 TARGET 1 50 100 0.5 0.001 125 1546 -31 4234.261355416141 4296.724683357008 50 TARGET 1 50 100 0.5 0.001 125 1546 -32 4227.626625960122 4292.037198153409 50 TARGET 1 50 100 0.5 0.001 125 1546 -33 4234.082167705703 4308.184821851326 50 TARGET 1 50 100 0.5 0.001 125 1546 -34 4226.998525291982 4328.004009824811 50 TARGET 1 50 100 0.5 0.001 125 1546 -35 4226.94873046875 4289.021203243371 50 TARGET 1 50 100 0.5 0.001 125 1546 -36 4215.3728972669405 4270.661931818182 50 TARGET 1 50 100 0.5 0.001 125 1546 -37 4216.269715382997 4317.964311079545 50 TARGET 1 50 100 0.5 0.001 125 1546 -38 4219.025508996212 4285.926935369318 50 TARGET 1 50 100 0.5 0.001 125 1546 -39 4215.015154803241 4297.473558830492 50 TARGET 1 50 100 0.5 0.001 125 1546 -40 4218.166367450547 4277.470362807765 50 TARGET 1 50 100 0.5 0.001 125 1546 -41 4207.110584194813 4271.29443359375 50 TARGET 1 50 100 0.5 0.001 125 1546 -42 4205.1788178004 4270.406353574811 50 TARGET 1 50 100 0.5 0.001 125 1546 -43 4206.320324008312 4326.613325639205 50 TARGET 1 50 100 0.5 0.001 125 1546 -44 4201.617542613636 4255.183564157197 50 TARGET 1 50 100 0.5 0.001 125 1546 -45 4197.375664194024 4256.392607717803 50 TARGET 1 50 100 0.5 0.001 125 1546 -46 4196.656125052609 4277.430649266098 50 TARGET 1 50 100 0.5 0.001 125 1546 -47 4200.229188039247 4259.152758049242 50 TARGET 1 50 100 0.5 0.001 125 1546 -48 4192.094353364373 4260.388908617424 50 TARGET 1 50 100 0.5 0.001 125 1546 -49 4193.846535833596 4273.040024266098 50 TARGET 1 50 100 0.5 0.001 125 1546 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_50bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_50bs_50e_0k_TARGET.tsv deleted file mode 100644 index 67e8d4385..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_50bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5267.160951967592 14488.310783617424 50 TARGET 1 50 100 0.0 0.001 125 6733 -1 4754.722623369108 11182.500473484848 50 TARGET 1 50 100 0.0 0.001 125 6733 -2 4583.479587542088 11935.522875236742 50 TARGET 1 50 100 0.0 0.001 125 6733 -3 4499.368968000315 6768.135786576705 50 TARGET 1 50 100 0.0 0.001 125 6733 -4 4465.170258904146 5331.38652639678 50 TARGET 1 50 100 0.0 0.001 125 6733 -5 4418.816721906565 5117.627101089015 50 TARGET 1 50 100 0.0 0.001 125 6733 -6 4413.593764796402 4827.11845999053 50 TARGET 1 50 100 0.0 0.001 125 6733 -7 4393.672545770202 4931.794359611742 50 TARGET 1 50 100 0.0 0.001 125 6733 -8 4381.715067340067 5112.105542732008 50 TARGET 1 50 100 0.0 0.001 125 6733 -9 4368.527840251473 4783.034194483902 50 TARGET 1 50 100 0.0 0.001 125 6733 -10 4366.731622869318 4554.976843631629 50 TARGET 1 50 100 0.0 0.001 125 6733 -11 4359.30171506734 4541.592551491477 50 TARGET 1 50 100 0.0 0.001 125 6733 -12 4343.018543179188 4596.454723011364 50 TARGET 1 50 100 0.0 0.001 125 6733 -13 4336.5502913247055 4405.384647253788 50 TARGET 1 50 100 0.0 0.001 125 6733 -14 4328.222940669718 4510.132856889205 50 TARGET 1 50 100 0.0 0.001 125 6733 -15 4321.991066261574 4325.218084161932 50 TARGET 1 50 100 0.0 0.001 125 6733 -16 4317.996785892782 4296.572147253788 50 TARGET 1 50 100 0.0 0.001 125 6733 -17 4310.340697009154 4319.351962002841 50 TARGET 1 50 100 0.0 0.001 125 6733 -18 4302.7194174821125 4277.822783499053 50 TARGET 1 50 100 0.0 0.001 125 6733 -19 4305.071111505682 4269.218912760417 50 TARGET 1 50 100 0.0 0.001 125 6733 -20 4296.295273700547 4364.821215080492 50 TARGET 1 50 100 0.0 0.001 125 6733 -21 4282.716471354167 4250.106164180871 50 TARGET 1 50 100 0.0 0.001 125 6733 -22 4278.24617595223 4233.751834753788 50 TARGET 1 50 100 0.0 0.001 125 6733 -23 4275.345545296717 4251.980646306818 50 TARGET 1 50 100 0.0 0.001 125 6733 -24 4269.727917192761 4246.065651633523 50 TARGET 1 50 100 0.0 0.001 125 6733 -25 4267.760673137626 4228.421327533144 50 TARGET 1 50 100 0.0 0.001 125 6733 -26 4260.5764809553875 4220.065755208333 50 TARGET 1 50 100 0.0 0.001 125 6733 -27 4261.847144952126 4249.278231534091 50 TARGET 1 50 100 0.0 0.001 125 6733 -28 4262.587297124895 4217.135298295455 50 TARGET 1 50 100 0.0 0.001 125 6733 -29 4253.8823554555975 4267.648126775568 50 TARGET 1 50 100 0.0 0.001 125 6733 -30 4255.952450941709 4259.928444602273 50 TARGET 1 50 100 0.0 0.001 125 6733 -31 4240.608743686868 4205.054850260417 50 TARGET 1 50 100 0.0 0.001 125 6733 -32 4250.742197364268 4200.759632457386 50 TARGET 1 50 100 0.0 0.001 125 6733 -33 4237.058306042193 4188.590835108902 50 TARGET 1 50 100 0.0 0.001 125 6733 -34 4234.147806186868 4213.63232421875 50 TARGET 1 50 100 0.0 0.001 125 6733 -35 4230.924717553135 4183.682188091856 50 TARGET 1 50 100 0.0 0.001 125 6733 -36 4235.103688249685 4176.354551373106 50 TARGET 1 50 100 0.0 0.001 125 6733 -37 4229.629828559027 4185.131924715909 50 TARGET 1 50 100 0.0 0.001 125 6733 -38 4224.469825205177 4184.791089607008 50 TARGET 1 50 100 0.0 0.001 125 6733 -39 4224.37652896149 4168.406486742424 50 TARGET 1 50 100 0.0 0.001 125 6733 -40 4220.938657407408 4162.968602035985 50 TARGET 1 50 100 0.0 0.001 125 6733 -41 4218.2798459859005 4171.757161458333 50 TARGET 1 50 100 0.0 0.001 125 6733 -42 4212.222121935501 4178.516335227273 50 TARGET 1 50 100 0.0 0.001 125 6733 -43 4216.93215027883 4177.135949337121 50 TARGET 1 50 100 0.0 0.001 125 6733 -44 4213.294570049453 4161.368903882576 50 TARGET 1 50 100 0.0 0.001 125 6733 -45 4210.339560974327 4156.609582149621 50 TARGET 1 50 100 0.0 0.001 125 6733 -46 4206.184959951073 4168.756362452652 50 TARGET 1 50 100 0.0 0.001 125 6733 -47 4213.491284919508 4176.630045572917 50 TARGET 1 50 100 0.0 0.001 125 6733 -48 4203.5619212962965 4162.151234019886 50 TARGET 1 50 100 0.0 0.001 125 6733 -49 4207.317504471801 4167.413855350379 50 TARGET 1 50 100 0.0 0.001 125 6733 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_50bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_50bs_50e_1k_TARGET.tsv deleted file mode 100644 index 3115b8b28..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_125z_0.001lr_50bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5259.415540496107 13967.61064749053 50 TARGET 1 50 100 1.0 0.001 125 6968 -1 4746.704157460017 10439.476089015152 50 TARGET 1 50 100 1.0 0.001 125 6968 -2 4566.766631155303 14338.824988162878 50 TARGET 1 50 100 1.0 0.001 125 6968 -3 4498.106068826283 8333.700935132576 50 TARGET 1 50 100 1.0 0.001 125 6968 -4 4449.2756997053875 5689.087757457386 50 TARGET 1 50 100 1.0 0.001 125 6968 -5 4417.138780381944 5630.928577769886 50 TARGET 1 50 100 1.0 0.001 125 6968 -6 4410.098511153199 5226.481267755682 50 TARGET 1 50 100 1.0 0.001 125 6968 -7 4369.918915719697 5201.782981178977 50 TARGET 1 50 100 1.0 0.001 125 6968 -8 4370.508963331229 5138.084161931818 50 TARGET 1 50 100 1.0 0.001 125 6968 -9 4357.957361702967 4866.338822798295 50 TARGET 1 50 100 1.0 0.001 125 6968 -10 4348.956258549032 4770.29267282197 50 TARGET 1 50 100 1.0 0.001 125 6968 -11 4335.796556055345 4702.174360795455 50 TARGET 1 50 100 1.0 0.001 125 6968 -12 4326.202760022096 4651.78466796875 50 TARGET 1 50 100 1.0 0.001 125 6968 -13 4323.854508627946 4463.295365767045 50 TARGET 1 50 100 1.0 0.001 125 6968 -14 4313.230570680766 4420.446422230114 50 TARGET 1 50 100 1.0 0.001 125 6968 -15 4300.8266881050085 4450.902624881629 50 TARGET 1 50 100 1.0 0.001 125 6968 -16 4291.801751236321 4421.109522964015 50 TARGET 1 50 100 1.0 0.001 125 6968 -17 4286.8999927662035 4404.296756628788 50 TARGET 1 50 100 1.0 0.001 125 6968 -18 4288.954880839647 4405.843409682765 50 TARGET 1 50 100 1.0 0.001 125 6968 -19 4281.541275384049 4341.706972064394 50 TARGET 1 50 100 1.0 0.001 125 6968 -20 4274.018544823232 4406.82001657197 50 TARGET 1 50 100 1.0 0.001 125 6968 -21 4264.9422332044405 4389.760697798295 50 TARGET 1 50 100 1.0 0.001 125 6968 -22 4262.870738636364 4404.625887784091 50 TARGET 1 50 100 1.0 0.001 125 6968 -23 4261.955546677715 4343.259514086174 50 TARGET 1 50 100 1.0 0.001 125 6968 -24 4252.119845920139 4326.327296401515 50 TARGET 1 50 100 1.0 0.001 125 6968 -25 4251.140458951494 4341.969815340909 50 TARGET 1 50 100 1.0 0.001 125 6968 -26 4255.109912602588 4342.47734670928 50 TARGET 1 50 100 1.0 0.001 125 6968 -27 4247.6878386731905 4306.058741714015 50 TARGET 1 50 100 1.0 0.001 125 6968 -28 4244.560216422033 4361.579471472538 50 TARGET 1 50 100 1.0 0.001 125 6968 -29 4236.342638625842 4314.098943536932 50 TARGET 1 50 100 1.0 0.001 125 6968 -30 4233.188705084701 4320.925041429924 50 TARGET 1 50 100 1.0 0.001 125 6968 -31 4240.4172124894785 4377.894486860795 50 TARGET 1 50 100 1.0 0.001 125 6968 -32 4230.624457465277 4342.123180042614 50 TARGET 1 50 100 1.0 0.001 125 6968 -33 4226.078195693918 4301.890240293561 50 TARGET 1 50 100 1.0 0.001 125 6968 -34 4226.042460740215 4298.727968158144 50 TARGET 1 50 100 1.0 0.001 125 6968 -35 4223.728244357639 4346.052216500947 50 TARGET 1 50 100 1.0 0.001 125 6968 -36 4219.9923667008625 4319.72187204072 50 TARGET 1 50 100 1.0 0.001 125 6968 -37 4218.828682331124 4325.509588068182 50 TARGET 1 50 100 1.0 0.001 125 6968 -38 4212.719604903199 4332.425130208333 50 TARGET 1 50 100 1.0 0.001 125 6968 -39 4208.793123290194 4313.88818359375 50 TARGET 1 50 100 1.0 0.001 125 6968 -40 4212.129438920455 4279.416725852273 50 TARGET 1 50 100 1.0 0.001 125 6968 -41 4203.901386916035 4279.8486328125 50 TARGET 1 50 100 1.0 0.001 125 6968 -42 4200.089549466014 4317.281176017992 50 TARGET 1 50 100 1.0 0.001 125 6968 -43 4200.464684277673 4326.066184303977 50 TARGET 1 50 100 1.0 0.001 125 6968 -44 4199.216565064709 4326.551003196023 50 TARGET 1 50 100 1.0 0.001 125 6968 -45 4194.769547690446 4282.715258049242 50 TARGET 1 50 100 1.0 0.001 125 6968 -46 4192.336519491793 4296.242660984848 50 TARGET 1 50 100 1.0 0.001 125 6968 -47 4184.694235650779 4298.530007102273 50 TARGET 1 50 100 1.0 0.001 125 6968 -48 4188.174524377893 4291.110262784091 50 TARGET 1 50 100 1.0 0.001 125 6968 -49 4181.971339370265 4268.996626420455 50 TARGET 1 50 100 1.0 0.001 125 6968 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_25bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_25bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index 35bfba460..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_25bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5473.717803030303 5434.355705492424 25 TARGET 1 100 100 0.5 0.0005 25 3882 -1 5291.536390105482 5332.708925189394 25 TARGET 1 100 100 0.5 0.0005 25 3882 -2 5137.820759680135 5420.636578184186 25 TARGET 1 100 100 0.5 0.0005 25 3882 -3 5014.216034860322 5106.97529000947 25 TARGET 1 100 100 0.5 0.0005 25 3882 -4 4929.290501861058 4989.635557232481 25 TARGET 1 100 100 0.5 0.0005 25 3882 -5 4850.117148042929 4900.207430752841 25 TARGET 1 100 100 0.5 0.0005 25 3882 -6 4788.10486291956 4927.648089784564 25 TARGET 1 100 100 0.5 0.0005 25 3882 -7 4735.247139362374 4923.038056344697 25 TARGET 1 100 100 0.5 0.0005 25 3882 -8 4710.869457103588 4661.865855823864 25 TARGET 1 100 100 0.5 0.0005 25 3882 -9 4667.763745857008 4603.228382457386 25 TARGET 1 100 100 0.5 0.0005 25 3882 -10 4636.945531979955 4521.266653349905 25 TARGET 1 100 100 0.5 0.0005 25 3882 -11 4598.914568865741 4506.050204190341 25 TARGET 1 100 100 0.5 0.0005 25 3882 -12 4603.829581623527 4483.632893880208 25 TARGET 1 100 100 0.5 0.0005 25 3882 -13 4592.704444345802 4460.223788174716 25 TARGET 1 100 100 0.5 0.0005 25 3882 -14 4556.239527435817 4455.779304273201 25 TARGET 1 100 100 0.5 0.0005 25 3882 -15 4552.441415292245 4412.411539713542 25 TARGET 1 100 100 0.5 0.0005 25 3882 -16 4534.6899175676035 4458.258404356061 25 TARGET 1 100 100 0.5 0.0005 25 3882 -17 4522.512187302715 4417.112149325284 25 TARGET 1 100 100 0.5 0.0005 25 3882 -18 4544.080332129893 4447.062603574811 25 TARGET 1 100 100 0.5 0.0005 25 3882 -19 4506.976008456965 4419.975763494318 25 TARGET 1 100 100 0.5 0.0005 25 3882 -20 4509.01365050242 4371.595185250947 25 TARGET 1 100 100 0.5 0.0005 25 3882 -21 4498.071520872791 4375.60673384233 25 TARGET 1 100 100 0.5 0.0005 25 3882 -22 4496.119915792035 4357.051987156723 25 TARGET 1 100 100 0.5 0.0005 25 3882 -23 4465.484716139257 4356.593172940341 25 TARGET 1 100 100 0.5 0.0005 25 3882 -24 4481.694953276252 4352.437056107955 25 TARGET 1 100 100 0.5 0.0005 25 3882 -25 4458.018772523411 4380.539417613636 25 TARGET 1 100 100 0.5 0.0005 25 3882 -26 4459.71262675584 4334.013782848011 25 TARGET 1 100 100 0.5 0.0005 25 3882 -27 4452.319391835017 4319.801047585227 25 TARGET 1 100 100 0.5 0.0005 25 3882 -28 4448.399482290351 4326.117098721591 25 TARGET 1 100 100 0.5 0.0005 25 3882 -29 4450.527018229167 4303.390713778409 25 TARGET 1 100 100 0.5 0.0005 25 3882 -30 4441.067012902462 4324.39863725142 25 TARGET 1 100 100 0.5 0.0005 25 3882 -31 4439.057400173611 4317.265292080966 25 TARGET 1 100 100 0.5 0.0005 25 3882 -32 4429.419848715015 4311.932883522727 25 TARGET 1 100 100 0.5 0.0005 25 3882 -33 4438.113146438342 4304.8916015625 25 TARGET 1 100 100 0.5 0.0005 25 3882 -34 4438.551078000052 4313.150287050189 25 TARGET 1 100 100 0.5 0.0005 25 3882 -35 4431.420258904146 4308.025390625 25 TARGET 1 100 100 0.5 0.0005 25 3882 -36 4435.322820490057 4293.047422466856 25 TARGET 1 100 100 0.5 0.0005 25 3882 -37 4409.265493476431 4290.463119969223 25 TARGET 1 100 100 0.5 0.0005 25 3882 -38 4420.271901962332 4294.555619673295 25 TARGET 1 100 100 0.5 0.0005 25 3882 -39 4421.9936243949915 4293.618238044508 25 TARGET 1 100 100 0.5 0.0005 25 3882 -40 4424.643139566235 4303.137517755682 25 TARGET 1 100 100 0.5 0.0005 25 3882 -41 4410.49958323469 4311.154282078598 25 TARGET 1 100 100 0.5 0.0005 25 3882 -42 4394.46879274516 4286.422747987689 25 TARGET 1 100 100 0.5 0.0005 25 3882 -43 4387.185263277304 4283.729211055871 25 TARGET 1 100 100 0.5 0.0005 25 3882 -44 4392.258156927346 4289.062862511837 25 TARGET 1 100 100 0.5 0.0005 25 3882 -45 4390.762798887311 4286.533757990057 25 TARGET 1 100 100 0.5 0.0005 25 3882 -46 4391.791182495528 4290.176091974432 25 TARGET 1 100 100 0.5 0.0005 25 3882 -47 4387.370076086385 4291.468431877367 25 TARGET 1 100 100 0.5 0.0005 25 3882 -48 4392.775622435291 4279.084369081439 25 TARGET 1 100 100 0.5 0.0005 25 3882 -49 4392.3482941393095 4258.949973366477 25 TARGET 1 100 100 0.5 0.0005 25 3882 -50 4375.268179845329 4277.713171756629 25 TARGET 1 100 100 0.5 0.0005 25 3882 -51 4376.3748758746315 4250.7428496389675 25 TARGET 1 100 100 0.5 0.0005 25 3882 -52 4397.480481080334 4266.650767933239 25 TARGET 1 100 100 0.5 0.0005 25 3882 -53 4380.782776495423 4239.92519679214 25 TARGET 1 100 100 0.5 0.0005 25 3882 -54 4382.85877985585 4258.898555871212 25 TARGET 1 100 100 0.5 0.0005 25 3882 -55 4379.424108434607 4263.50946969697 25 TARGET 1 100 100 0.5 0.0005 25 3882 -56 4361.73251805161 4244.034209280303 25 TARGET 1 100 100 0.5 0.0005 25 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TARGET 1 100 100 1.0 0.0005 25 2603 -84 4321.404090547401 4301.558726917614 25 TARGET 1 100 100 1.0 0.0005 25 2603 -85 4320.165361706256 4304.429894649621 25 TARGET 1 100 100 1.0 0.0005 25 2603 -86 4319.331629281092 4345.813787286932 25 TARGET 1 100 100 1.0 0.0005 25 2603 -87 4312.9172124894785 4313.851621685606 25 TARGET 1 100 100 1.0 0.0005 25 2603 -88 4308.102884311868 4286.201593572443 25 TARGET 1 100 100 1.0 0.0005 25 2603 -89 4313.567836568813 4290.891098484848 25 TARGET 1 100 100 1.0 0.0005 25 2603 -90 4300.652321555398 4312.604285037879 25 TARGET 1 100 100 1.0 0.0005 25 2603 -91 4311.926235006313 4283.171823212595 25 TARGET 1 100 100 1.0 0.0005 25 2603 -92 4317.8717653422245 4279.525790127841 25 TARGET 1 100 100 1.0 0.0005 25 2603 -93 4316.312321210148 4284.298177083333 25 TARGET 1 100 100 1.0 0.0005 25 2603 -94 4301.216387507891 4307.040016867898 25 TARGET 1 100 100 1.0 0.0005 25 2603 -95 4304.858443648727 4285.177320075758 25 TARGET 1 100 100 1.0 0.0005 25 2603 -96 4307.879079696707 4294.576623165246 25 TARGET 1 100 100 1.0 0.0005 25 2603 -97 4304.365129156145 4284.865707859848 25 TARGET 1 100 100 1.0 0.0005 25 2603 -98 4296.794151640099 4277.925736860795 25 TARGET 1 100 100 1.0 0.0005 25 2603 -99 4299.692617088857 4282.758330374053 25 TARGET 1 100 100 1.0 0.0005 25 2603 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_25bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_25bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index c19666d95..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_25bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5476.929371021412 5550.087890625 25 TARGET 1 50 100 0.5 0.0005 25 2500 -1 5298.479968960438 5500.665113044508 25 TARGET 1 50 100 0.5 0.0005 25 2500 -2 5138.047210385101 5253.864206025095 25 TARGET 1 50 100 0.5 0.0005 25 2500 -3 5029.093939887152 5808.461070667614 25 TARGET 1 50 100 0.5 0.0005 25 2500 -4 4932.855093907829 5255.443899443655 25 TARGET 1 50 100 0.5 0.0005 25 2500 -5 4842.325066254998 5061.765876538826 25 TARGET 1 50 100 0.5 0.0005 25 2500 -6 4799.313314624105 4934.192434599905 25 TARGET 1 50 100 0.5 0.0005 25 2500 -7 4745.217248165246 4944.020922111742 25 TARGET 1 50 100 0.5 0.0005 25 2500 -8 4711.984044547033 4798.595525568182 25 TARGET 1 50 100 0.5 0.0005 25 2500 -9 4657.564963600852 4756.141431403883 25 TARGET 1 50 100 0.5 0.0005 25 2500 -10 4613.214957189079 4622.27274946733 25 TARGET 1 50 100 0.5 0.0005 25 2500 -11 4620.414930555556 4725.082208806818 25 TARGET 1 50 100 0.5 0.0005 25 2500 -12 4591.001087535511 4622.514322916667 25 TARGET 1 50 100 0.5 0.0005 25 2500 -13 4579.6840540824915 4579.771491773201 25 TARGET 1 50 100 0.5 0.0005 25 2500 -14 4546.654834477588 4623.118178858902 25 TARGET 1 50 100 0.5 0.0005 25 2500 -15 4547.084461147938 4528.003062855114 25 TARGET 1 50 100 0.5 0.0005 25 2500 -16 4534.237671309449 4532.760978929924 25 TARGET 1 50 100 0.5 0.0005 25 2500 -17 4517.604988688973 4540.18915719697 25 TARGET 1 50 100 0.5 0.0005 25 2500 -18 4514.743796197654 4526.126117128314 25 TARGET 1 50 100 0.5 0.0005 25 2500 -19 4505.460222340594 4478.965406013258 25 TARGET 1 50 100 0.5 0.0005 25 2500 -20 4502.309576888679 4524.820645419034 25 TARGET 1 50 100 0.5 0.0005 25 2500 -21 4493.251313591646 4514.723410866477 25 TARGET 1 50 100 0.5 0.0005 25 2500 -22 4483.07570825442 4472.888583096591 25 TARGET 1 50 100 0.5 0.0005 25 2500 -23 4481.354452730429 4469.985181403883 25 TARGET 1 50 100 0.5 0.0005 25 2500 -24 4467.430491437815 4454.346435546875 25 TARGET 1 50 100 0.5 0.0005 25 2500 -25 4449.730014171664 4465.873069069602 25 TARGET 1 50 100 0.5 0.0005 25 2500 -26 4449.840433139993 4464.203361742424 25 TARGET 1 50 100 0.5 0.0005 25 2500 -27 4450.247908775253 4465.898378314394 25 TARGET 1 50 100 0.5 0.0005 25 2500 -28 4449.380811697706 4462.849572383996 25 TARGET 1 50 100 0.5 0.0005 25 2500 -29 4425.3063315446125 4459.100711706913 25 TARGET 1 50 100 0.5 0.0005 25 2500 -30 4422.912650265677 4447.941776160038 25 TARGET 1 50 100 0.5 0.0005 25 2500 -31 4439.31624924374 4460.425071022727 25 TARGET 1 50 100 0.5 0.0005 25 2500 -32 4418.8247719710125 4435.518147786458 25 TARGET 1 50 100 0.5 0.0005 25 2500 -33 4410.160032946654 4432.934422348485 25 TARGET 1 50 100 0.5 0.0005 25 2500 -34 4410.324390552662 4455.989390980114 25 TARGET 1 50 100 0.5 0.0005 25 2500 -35 4415.421426997843 4416.97627397017 25 TARGET 1 50 100 0.5 0.0005 25 2500 -36 4413.895237367161 4444.433445785985 25 TARGET 1 50 100 0.5 0.0005 25 2500 -37 4406.139548150779 4453.379224372633 25 TARGET 1 50 100 0.5 0.0005 25 2500 -38 4396.367420954335 4417.590701941288 25 TARGET 1 50 100 0.5 0.0005 25 2500 -39 4398.951976634838 4422.120590672348 25 TARGET 1 50 100 0.5 0.0005 25 2500 -40 4394.676242404514 4424.207083037405 25 TARGET 1 50 100 0.5 0.0005 25 2500 -41 4397.102834168508 4436.08037405303 25 TARGET 1 50 100 0.5 0.0005 25 2500 -42 4387.020347518151 4413.490641276042 25 TARGET 1 50 100 0.5 0.0005 25 2500 -43 4375.417902166193 4410.919662937973 25 TARGET 1 50 100 0.5 0.0005 25 2500 -44 4389.624709826126 4408.125177556818 25 TARGET 1 50 100 0.5 0.0005 25 2500 -45 4376.926296657986 4414.004779237689 25 TARGET 1 50 100 0.5 0.0005 25 2500 -46 4379.535366687711 4432.68496241714 25 TARGET 1 50 100 0.5 0.0005 25 2500 -47 4388.153008766046 4423.289780125473 25 TARGET 1 50 100 0.5 0.0005 25 2500 -48 4372.803104285038 4415.429465553977 25 TARGET 1 50 100 0.5 0.0005 25 2500 -49 4375.280400028935 4394.394190932765 25 TARGET 1 50 100 0.5 0.0005 25 2500 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_25bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_25bs_50e_0k_TARGET.tsv deleted file mode 100644 index a3f2789f2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_25bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5479.732855080755 5641.688750295928 25 TARGET 1 50 100 0.0 0.0005 25 7054 -1 5309.03560178609 5335.086758700284 25 TARGET 1 50 100 0.0 0.0005 25 7054 -2 5166.860360604745 5329.100563742898 25 TARGET 1 50 100 0.0 0.0005 25 7054 -3 5040.2486551715065 5443.586418383049 25 TARGET 1 50 100 0.0 0.0005 25 7054 -4 4951.568135784933 5225.605809067235 25 TARGET 1 50 100 0.0 0.0005 25 7054 -5 4878.182939420244 5213.517814867424 25 TARGET 1 50 100 0.0 0.0005 25 7054 -6 4812.422073929398 4985.65380859375 25 TARGET 1 50 100 0.0 0.0005 25 7054 -7 4789.868568497474 5250.045654296875 25 TARGET 1 50 100 0.0 0.0005 25 7054 -8 4734.967888520623 4958.608213482481 25 TARGET 1 50 100 0.0 0.0005 25 7054 -9 4721.8454943313345 4788.905192057292 25 TARGET 1 50 100 0.0 0.0005 25 7054 -10 4669.507286405724 4698.287508877841 25 TARGET 1 50 100 0.0 0.0005 25 7054 -11 4661.972846137152 4707.962143406723 25 TARGET 1 50 100 0.0 0.0005 25 7054 -12 4598.5523365162035 4631.065977154356 25 TARGET 1 50 100 0.0 0.0005 25 7054 -13 4592.6025744094595 4549.292103160511 25 TARGET 1 50 100 0.0 0.0005 25 7054 -14 4578.630517413721 4600.164632161458 25 TARGET 1 50 100 0.0 0.0005 25 7054 -15 4558.757997455019 4598.694572679924 25 TARGET 1 50 100 0.0 0.0005 25 7054 -16 4542.13502949416 4622.893088600852 25 TARGET 1 50 100 0.0 0.0005 25 7054 -17 4528.147204466541 4536.924360795455 25 TARGET 1 50 100 0.0 0.0005 25 7054 -18 4532.642444957386 4591.45967240767 25 TARGET 1 50 100 0.0 0.0005 25 7054 -19 4511.238384824811 4499.066487630208 25 TARGET 1 50 100 0.0 0.0005 25 7054 -20 4495.111686526726 4470.73427882339 25 TARGET 1 50 100 0.0 0.0005 25 7054 -21 4496.131788260206 4529.455115116004 25 TARGET 1 50 100 0.0 0.0005 25 7054 -22 4483.974024095118 4498.565540660511 25 TARGET 1 50 100 0.0 0.0005 25 7054 -23 4483.253469756155 4467.618977864583 25 TARGET 1 50 100 0.0 0.0005 25 7054 -24 4467.190575185448 4451.365323153409 25 TARGET 1 50 100 0.0 0.0005 25 7054 -25 4486.112349898727 4449.346709280303 25 TARGET 1 50 100 0.0 0.0005 25 7054 -26 4475.483826711122 4464.525161280777 25 TARGET 1 50 100 0.0 0.0005 25 7054 -27 4458.399863708702 4464.78750147964 25 TARGET 1 50 100 0.0 0.0005 25 7054 -28 4445.343996606692 4473.525427616004 25 TARGET 1 50 100 0.0 0.0005 25 7054 -29 4452.033151337595 4443.692745324337 25 TARGET 1 50 100 0.0 0.0005 25 7054 -30 4449.703088008996 4438.916851621686 25 TARGET 1 50 100 0.0 0.0005 25 7054 -31 4421.396874835596 4443.111638849432 25 TARGET 1 50 100 0.0 0.0005 25 7054 -32 4426.997195259891 4404.266009706439 25 TARGET 1 50 100 0.0 0.0005 25 7054 -33 4427.663945772832 4409.701060901989 25 TARGET 1 50 100 0.0 0.0005 25 7054 -34 4429.998461996265 4411.809407552083 25 TARGET 1 50 100 0.0 0.0005 25 7054 -35 4414.326259831387 4410.089340672348 25 TARGET 1 50 100 0.0 0.0005 25 7054 -36 4423.427060316709 4416.932114109848 25 TARGET 1 50 100 0.0 0.0005 25 7054 -37 4409.29294737742 4401.810006806345 25 TARGET 1 50 100 0.0 0.0005 25 7054 -38 4415.481270221749 4402.231674656723 25 TARGET 1 50 100 0.0 0.0005 25 7054 -39 4397.844522700968 4424.158735795455 25 TARGET 1 50 100 0.0 0.0005 25 7054 -40 4415.292751736111 4412.44619288589 25 TARGET 1 50 100 0.0 0.0005 25 7054 -41 4387.7248888625845 4393.086055871212 25 TARGET 1 50 100 0.0 0.0005 25 7054 -42 4396.752269603588 4404.968491062973 25 TARGET 1 50 100 0.0 0.0005 25 7054 -43 4387.999713936238 4376.030495383523 25 TARGET 1 50 100 0.0 0.0005 25 7054 -44 4388.191505714699 4416.936649206913 25 TARGET 1 50 100 0.0 0.0005 25 7054 -45 4387.303106751105 4388.462062026515 25 TARGET 1 50 100 0.0 0.0005 25 7054 -46 4379.801791515414 4404.094452829072 25 TARGET 1 50 100 0.0 0.0005 25 7054 -47 4366.473544034091 4404.599631569602 25 TARGET 1 50 100 0.0 0.0005 25 7054 -48 4375.685316708754 4381.101673473011 25 TARGET 1 50 100 0.0 0.0005 25 7054 -49 4384.625030414825 4378.708155776515 25 TARGET 1 50 100 0.0 0.0005 25 7054 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_25bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_25bs_50e_1k_TARGET.tsv deleted file mode 100644 index b8a974772..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_25bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5484.199648667666 5586.69277491714 25 TARGET 1 50 100 1.0 0.0005 25 6993 -1 5313.43928214436 5549.123009883996 25 TARGET 1 50 100 1.0 0.0005 25 6993 -2 5170.746245002104 5937.896380800189 25 TARGET 1 50 100 1.0 0.0005 25 6993 -3 5054.635509555187 6864.020389441288 25 TARGET 1 50 100 1.0 0.0005 25 6993 -4 4958.072918310711 5483.272971413352 25 TARGET 1 50 100 1.0 0.0005 25 6993 -5 4885.09719262942 5146.757856889205 25 TARGET 1 50 100 1.0 0.0005 25 6993 -6 4830.928748750526 5153.10126657197 25 TARGET 1 50 100 1.0 0.0005 25 6993 -7 4764.428197173558 4966.710804332386 25 TARGET 1 50 100 1.0 0.0005 25 6993 -8 4746.99677109638 4879.284031723485 25 TARGET 1 50 100 1.0 0.0005 25 6993 -9 4708.1427688341755 4708.262465968277 25 TARGET 1 50 100 1.0 0.0005 25 6993 -10 4652.93331919455 4741.599986683239 25 TARGET 1 50 100 1.0 0.0005 25 6993 -11 4653.5575226549345 4696.811930338542 25 TARGET 1 50 100 1.0 0.0005 25 6993 -12 4610.789273759733 4671.662383108428 25 TARGET 1 50 100 1.0 0.0005 25 6993 -13 4593.586491543035 4540.103064334754 25 TARGET 1 50 100 1.0 0.0005 25 6993 -14 4601.7014694470745 4598.5771484375 25 TARGET 1 50 100 1.0 0.0005 25 6993 -15 4573.752918179188 4578.809111624053 25 TARGET 1 50 100 1.0 0.0005 25 6993 -16 4533.9961586897625 4628.226229580966 25 TARGET 1 50 100 1.0 0.0005 25 6993 -17 4529.44050120344 4533.050884824811 25 TARGET 1 50 100 1.0 0.0005 25 6993 -18 4512.488975036827 4476.249659682765 25 TARGET 1 50 100 1.0 0.0005 25 6993 -19 4506.451992253262 4505.810813210227 25 TARGET 1 50 100 1.0 0.0005 25 6993 -20 4513.485165785459 4477.439726858428 25 TARGET 1 50 100 1.0 0.0005 25 6993 -21 4500.333065354062 4453.431625828598 25 TARGET 1 50 100 1.0 0.0005 25 6993 -22 4498.50870357218 4477.654548413826 25 TARGET 1 50 100 1.0 0.0005 25 6993 -23 4477.50676113347 4484.501154119318 25 TARGET 1 50 100 1.0 0.0005 25 6993 -24 4472.634274055661 4430.803304036458 25 TARGET 1 50 100 1.0 0.0005 25 6993 -25 4485.100522641783 4462.116869377367 25 TARGET 1 50 100 1.0 0.0005 25 6993 -26 4482.69328785906 4444.400316642992 25 TARGET 1 50 100 1.0 0.0005 25 6993 -27 4454.007574935554 4447.968720407197 25 TARGET 1 50 100 1.0 0.0005 25 6993 -28 4453.632907854588 4413.621744791667 25 TARGET 1 50 100 1.0 0.0005 25 6993 -29 4448.017005175452 4425.099683357008 25 TARGET 1 50 100 1.0 0.0005 25 6993 -30 4449.049264618845 4428.654770359848 25 TARGET 1 50 100 1.0 0.0005 25 6993 -31 4427.885751229745 4426.630903764205 25 TARGET 1 50 100 1.0 0.0005 25 6993 -32 4434.939539437342 4408.912575461648 25 TARGET 1 50 100 1.0 0.0005 25 6993 -33 4418.208286478062 4393.533506451231 25 TARGET 1 50 100 1.0 0.0005 25 6993 -34 4427.777931495949 4421.436012961648 25 TARGET 1 50 100 1.0 0.0005 25 6993 -35 4421.469811230798 4420.787878787879 25 TARGET 1 50 100 1.0 0.0005 25 6993 -36 4423.974745830703 4412.419389204545 25 TARGET 1 50 100 1.0 0.0005 25 6993 -37 4410.615318221276 4382.393658262311 25 TARGET 1 50 100 1.0 0.0005 25 6993 -38 4410.259580669981 4375.150250059186 25 TARGET 1 50 100 1.0 0.0005 25 6993 -39 4405.457489116425 4380.205544211648 25 TARGET 1 50 100 1.0 0.0005 25 6993 -40 4400.321662260627 4399.481556285511 25 TARGET 1 50 100 1.0 0.0005 25 6993 -41 4408.646504925558 4398.384824810606 25 TARGET 1 50 100 1.0 0.0005 25 6993 -42 4403.120375302504 4382.627581972064 25 TARGET 1 50 100 1.0 0.0005 25 6993 -43 4402.540974523885 4387.193729285038 25 TARGET 1 50 100 1.0 0.0005 25 6993 -44 4393.789173473011 4367.927157315341 25 TARGET 1 50 100 1.0 0.0005 25 6993 -45 4385.452335858586 4378.686197916667 25 TARGET 1 50 100 1.0 0.0005 25 6993 -46 4372.159940880156 4380.691058534564 25 TARGET 1 50 100 1.0 0.0005 25 6993 -47 4372.53539134838 4362.189053622159 25 TARGET 1 50 100 1.0 0.0005 25 6993 -48 4370.419420441393 4367.295276988636 25 TARGET 1 50 100 1.0 0.0005 25 6993 -49 4374.68635574495 4345.943892045455 25 TARGET 1 50 100 1.0 0.0005 25 6993 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_50bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_50bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index 388095616..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_50bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5512.896247632576 5716.000355113636 50 TARGET 1 100 100 0.5 0.0005 25 3283 -1 5406.412732467908 5791.686212713068 50 TARGET 1 100 100 0.5 0.0005 25 3283 -2 5308.222802569971 5796.869747277462 50 TARGET 1 100 100 0.5 0.0005 25 3283 -3 5214.474987505261 5701.580166903409 50 TARGET 1 100 100 0.5 0.0005 25 3283 -4 5138.273748224432 6269.161576704545 50 TARGET 1 100 100 0.5 0.0005 25 3283 -5 5067.600699376579 5701.39081735322 50 TARGET 1 100 100 0.5 0.0005 25 3283 -6 5007.529303451179 5511.513257575758 50 TARGET 1 100 100 0.5 0.0005 25 3283 -7 4957.02848800505 5716.62236624053 50 TARGET 1 100 100 0.5 0.0005 25 3283 -8 4903.492325599747 5280.253388375947 50 TARGET 1 100 100 0.5 0.0005 25 3283 -9 4837.522855508207 5213.330137310606 50 TARGET 1 100 100 0.5 0.0005 25 3283 -10 4825.326194891624 5144.306877367424 50 TARGET 1 100 100 0.5 0.0005 25 3283 -11 4782.806117818813 5120.227524266098 50 TARGET 1 100 100 0.5 0.0005 25 3283 -12 4753.456473918876 5015.015462239583 50 TARGET 1 100 100 0.5 0.0005 25 3283 -13 4727.412752196444 5075.384810014205 50 TARGET 1 100 100 0.5 0.0005 25 3283 -14 4695.155278369634 5023.55322265625 50 TARGET 1 100 100 0.5 0.0005 25 3283 -15 4690.382922650989 4758.388908617424 50 TARGET 1 100 100 0.5 0.0005 25 3283 -16 4668.78339547822 4727.348588423295 50 TARGET 1 100 100 0.5 0.0005 25 3283 -17 4658.92976970223 4800.198612097538 50 TARGET 1 100 100 0.5 0.0005 25 3283 -18 4648.324452204335 4720.879142992424 50 TARGET 1 100 100 0.5 0.0005 25 3283 -19 4624.993729613847 4702.520537405303 50 TARGET 1 100 100 0.5 0.0005 25 3283 -20 4620.662076494108 4655.268687855114 50 TARGET 1 100 100 0.5 0.0005 25 3283 -21 4592.065288299664 4656.415290601326 50 TARGET 1 100 100 0.5 0.0005 25 3283 -22 4586.244683159723 4631.555308948864 50 TARGET 1 100 100 0.5 0.0005 25 3283 -23 4575.883246527777 4667.781190814394 50 TARGET 1 100 100 0.5 0.0005 25 3283 -24 4561.333142624158 4612.52118844697 50 TARGET 1 100 100 0.5 0.0005 25 3283 -25 4553.334171796086 4611.988103693182 50 TARGET 1 100 100 0.5 0.0005 25 3283 -26 4530.631194760101 4582.702858664773 50 TARGET 1 100 100 0.5 0.0005 25 3283 -27 4523.632789483376 4537.380445075758 50 TARGET 1 100 100 0.5 0.0005 25 3283 -28 4530.620061289983 4523.952104048295 50 TARGET 1 100 100 0.5 0.0005 25 3283 -29 4503.036496146359 4543.854506983902 50 TARGET 1 100 100 0.5 0.0005 25 3283 -30 4523.75645451915 4546.394989938447 50 TARGET 1 100 100 0.5 0.0005 25 3283 -31 4490.736331413089 4525.572339607008 50 TARGET 1 100 100 0.5 0.0005 25 3283 -32 4502.126629248211 4550.644131747159 50 TARGET 1 100 100 0.5 0.0005 25 3283 -33 4489.342835911195 4541.909741950758 50 TARGET 1 100 100 0.5 0.0005 25 3283 -34 4491.861913404882 4500.703006628788 50 TARGET 1 100 100 0.5 0.0005 25 3283 -35 4498.170586069024 4533.227820194129 50 TARGET 1 100 100 0.5 0.0005 25 3283 -36 4477.609468710543 4493.285407788826 50 TARGET 1 100 100 0.5 0.0005 25 3283 -37 4483.986035485059 4523.537242542614 50 TARGET 1 100 100 0.5 0.0005 25 3283 -38 4465.212422072285 4565.716589725379 50 TARGET 1 100 100 0.5 0.0005 25 3283 -39 4450.999187841961 4520.62041311553 50 TARGET 1 100 100 0.5 0.0005 25 3283 -40 4464.111061789773 4507.690370501894 50 TARGET 1 100 100 0.5 0.0005 25 3283 -41 4446.032808554293 4494.774044152462 50 TARGET 1 100 100 0.5 0.0005 25 3283 -42 4453.342733980429 4506.443196614583 50 TARGET 1 100 100 0.5 0.0005 25 3283 -43 4446.322628958859 4454.643983783144 50 TARGET 1 100 100 0.5 0.0005 25 3283 -44 4436.5621317340065 4464.17695016572 50 TARGET 1 100 100 0.5 0.0005 25 3283 -45 4451.449866503577 4488.344933712121 50 TARGET 1 100 100 0.5 0.0005 25 3283 -46 4430.235800386679 4451.779651988636 50 TARGET 1 100 100 0.5 0.0005 25 3283 -47 4441.3398421059555 4462.87090139678 50 TARGET 1 100 100 0.5 0.0005 25 3283 -48 4428.625277843539 4464.710907907197 50 TARGET 1 100 100 0.5 0.0005 25 3283 -49 4442.846973971486 4457.59892874053 50 TARGET 1 100 100 0.5 0.0005 25 3283 -50 4428.41106869476 4436.888198390152 50 TARGET 1 100 100 0.5 0.0005 25 3283 -51 4429.571514296612 4448.271040482955 50 TARGET 1 100 100 0.5 0.0005 25 3283 -52 4420.03802181976 4479.783173532197 50 TARGET 1 100 100 0.5 0.0005 25 3283 -53 4415.479603982533 4454.738192471591 50 TARGET 1 100 100 0.5 0.0005 25 3283 -54 4418.331676136364 4416.739183830492 50 TARGET 1 100 100 0.5 0.0005 25 3283 -55 4418.428576125842 4450.478160511364 50 TARGET 1 100 100 0.5 0.0005 25 3283 -56 4406.567598182344 4457.838645241477 50 TARGET 1 100 100 0.5 0.0005 25 3283 -57 4397.129075586595 4417.068152225379 50 TARGET 1 100 100 0.5 0.0005 25 3283 -58 4401.674390388258 4416.236180160985 50 TARGET 1 100 100 0.5 0.0005 25 3283 -59 4400.15962522359 4433.996818773674 50 TARGET 1 100 100 0.5 0.0005 25 3283 -60 4402.665778882576 4402.19609670928 50 TARGET 1 100 100 0.5 0.0005 25 3283 -61 4403.292189472853 4422.478974313447 50 TARGET 1 100 100 0.5 0.0005 25 3283 -62 4395.518950902252 4415.955063328598 50 TARGET 1 100 100 0.5 0.0005 25 3283 -63 4389.783901843961 4457.010031960227 50 TARGET 1 100 100 0.5 0.0005 25 3283 -64 4384.386748342803 4417.564601089015 50 TARGET 1 100 100 0.5 0.0005 25 3283 -65 4396.817968092382 4431.859419389205 50 TARGET 1 100 100 0.5 0.0005 25 3283 -66 4394.618563565341 4442.123475970644 50 TARGET 1 100 100 0.5 0.0005 25 3283 -67 4389.710225628683 4406.278068773674 50 TARGET 1 100 100 0.5 0.0005 25 3283 -68 4386.191932344276 4453.206587357955 50 TARGET 1 100 100 0.5 0.0005 25 3283 -69 4376.815345841224 4466.483945904356 50 TARGET 1 100 100 0.5 0.0005 25 3283 -70 4379.707335398253 4427.138198390152 50 TARGET 1 100 100 0.5 0.0005 25 3283 -71 4379.983508588489 4449.760520241477 50 TARGET 1 100 100 0.5 0.0005 25 3283 -72 4372.4128771438345 4452.354580965909 50 TARGET 1 100 100 0.5 0.0005 25 3283 -73 4373.904310027357 4432.516645951705 50 TARGET 1 100 100 0.5 0.0005 25 3283 -74 4378.588326296823 4403.224002722538 50 TARGET 1 100 100 0.5 0.0005 25 3283 -75 4373.24157098327 4426.24638967803 50 TARGET 1 100 100 0.5 0.0005 25 3283 -76 4373.869569720644 4423.428622159091 50 TARGET 1 100 100 0.5 0.0005 25 3283 -77 4363.4521763862585 4414.20439749053 50 TARGET 1 100 100 0.5 0.0005 25 3283 -78 4366.616475628683 4412.762310606061 50 TARGET 1 100 100 0.5 0.0005 25 3283 -79 4372.90777896149 4412.092640269886 50 TARGET 1 100 100 0.5 0.0005 25 3283 -80 4371.108183067656 4401.86357717803 50 TARGET 1 100 100 0.5 0.0005 25 3283 -81 4363.002347695707 4409.676979758523 50 TARGET 1 100 100 0.5 0.0005 25 3283 -82 4365.821065472433 4388.751035748106 50 TARGET 1 100 100 0.5 0.0005 25 3283 -83 4363.818222919297 4415.191347064394 50 TARGET 1 100 100 0.5 0.0005 25 3283 -84 4363.179513231271 4404.606119791667 50 TARGET 1 100 100 0.5 0.0005 25 3283 -85 4352.264561303135 4401.304376775568 50 TARGET 1 100 100 0.5 0.0005 25 3283 -86 4352.563164194024 4382.986106178977 50 TARGET 1 100 100 0.5 0.0005 25 3283 -87 4353.31910083912 4421.293604995265 50 TARGET 1 100 100 0.5 0.0005 25 3283 -88 4366.184991187921 4397.499822443182 50 TARGET 1 100 100 0.5 0.0005 25 3283 -89 4362.855227075442 4387.152817234848 50 TARGET 1 100 100 0.5 0.0005 25 3283 -90 4345.866807725694 4410.83515329072 50 TARGET 1 100 100 0.5 0.0005 25 3283 -91 4349.242836897622 4410.687766335227 50 TARGET 1 100 100 0.5 0.0005 25 3283 -92 4353.7762767650465 4383.164817116477 50 TARGET 1 100 100 0.5 0.0005 25 3283 -93 4339.967115819655 4407.313032670455 50 TARGET 1 100 100 0.5 0.0005 25 3283 -94 4351.311909787984 4396.071880918561 50 TARGET 1 100 100 0.5 0.0005 25 3283 -95 4350.026329374474 4401.080448035038 50 TARGET 1 100 100 0.5 0.0005 25 3283 -96 4342.67554615162 4376.392474550189 50 TARGET 1 100 100 0.5 0.0005 25 3283 -97 4344.989785550821 4419.436271898674 50 TARGET 1 100 100 0.5 0.0005 25 3283 -98 4343.648588752104 4406.821555397727 50 TARGET 1 100 100 0.5 0.0005 25 3283 -99 4341.920428240741 4397.612541429924 50 TARGET 1 100 100 0.5 0.0005 25 3283 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_50bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_50bs_100e_0k_TARGET.tsv deleted file mode 100644 index e5c6c1d2a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_50bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5514.6438341750845 5459.215731534091 50 TARGET 1 100 100 0.0 0.0005 25 3824 -1 5411.3252232612585 5480.142681699811 50 TARGET 1 100 100 0.0 0.0005 25 3824 -2 5306.819829150884 5656.113370028409 50 TARGET 1 100 100 0.0 0.0005 25 3824 -3 5218.709083017677 5929.539462002841 50 TARGET 1 100 100 0.0 0.0005 25 3824 -4 5136.529305095223 7470.991418087121 50 TARGET 1 100 100 0.0 0.0005 25 3824 -5 5066.406179306082 6279.777225378788 50 TARGET 1 100 100 0.0 0.0005 25 3824 -6 5001.884678490635 5539.658957741477 50 TARGET 1 100 100 0.0 0.0005 25 3824 -7 4948.665726273148 5274.026973839962 50 TARGET 1 100 100 0.0 0.0005 25 3824 -8 4911.017527159617 5089.158351089015 50 TARGET 1 100 100 0.0 0.0005 25 3824 -9 4839.894490148885 5102.990027225379 50 TARGET 1 100 100 0.0 0.0005 25 3824 -10 4830.8892801715065 5274.755489464962 50 TARGET 1 100 100 0.0 0.0005 25 3824 -11 4792.9660291061655 5145.617749763258 50 TARGET 1 100 100 0.0 0.0005 25 3824 -12 4761.110047414247 4867.882975260417 50 TARGET 1 100 100 0.0 0.0005 25 3824 -13 4729.312947180135 4775.330936316288 50 TARGET 1 100 100 0.0 0.0005 25 3824 -14 4705.516606494634 4796.644087357955 50 TARGET 1 100 100 0.0 0.0005 25 3824 -15 4676.030497027567 4735.076393821023 50 TARGET 1 100 100 0.0 0.0005 25 3824 -16 4665.941468723695 4645.677216500947 50 TARGET 1 100 100 0.0 0.0005 25 3824 -17 4654.2102815262 4661.217906605114 50 TARGET 1 100 100 0.0 0.0005 25 3824 -18 4624.526219223485 4700.342817826705 50 TARGET 1 100 100 0.0 0.0005 25 3824 -19 4617.576114333438 4622.181640625 50 TARGET 1 100 100 0.0 0.0005 25 3824 -20 4610.990120935921 4636.389959161932 50 TARGET 1 100 100 0.0 0.0005 25 3824 -21 4596.949761284723 4614.13652639678 50 TARGET 1 100 100 0.0 0.0005 25 3824 -22 4599.11135278567 4541.17109079072 50 TARGET 1 100 100 0.0 0.0005 25 3824 -23 4568.090743042403 4534.912020596591 50 TARGET 1 100 100 0.0 0.0005 25 3824 -24 4565.1749542955595 4543.155110677083 50 TARGET 1 100 100 0.0 0.0005 25 3824 -25 4560.181160563973 4529.913796164773 50 TARGET 1 100 100 0.0 0.0005 25 3824 -26 4541.1845423637415 4542.243755918561 50 TARGET 1 100 100 0.0 0.0005 25 3824 -27 4531.961417561027 4604.017518939394 50 TARGET 1 100 100 0.0 0.0005 25 3824 -28 4541.125415943287 4596.655095880682 50 TARGET 1 100 100 0.0 0.0005 25 3824 -29 4521.240479337647 4561.327651515152 50 TARGET 1 100 100 0.0 0.0005 25 3824 -30 4508.988703769465 4528.698183001894 50 TARGET 1 100 100 0.0 0.0005 25 3824 -31 4516.622706557765 4487.01923532197 50 TARGET 1 100 100 0.0 0.0005 25 3824 -32 4506.9623415140995 4486.011541193182 50 TARGET 1 100 100 0.0 0.0005 25 3824 -33 4491.019539470223 4481.163426254735 50 TARGET 1 100 100 0.0 0.0005 25 3824 -34 4484.572283709491 4465.280672940341 50 TARGET 1 100 100 0.0 0.0005 25 3824 -35 4482.1399460095745 4453.394131747159 50 TARGET 1 100 100 0.0 0.0005 25 3824 -36 4473.198059698548 4469.688017874053 50 TARGET 1 100 100 0.0 0.0005 25 3824 -37 4466.985282512626 4472.765269886364 50 TARGET 1 100 100 0.0 0.0005 25 3824 -38 4475.641187263258 4477.755770596591 50 TARGET 1 100 100 0.0 0.0005 25 3824 -39 4460.578725076283 4452.023052793561 50 TARGET 1 100 100 0.0 0.0005 25 3824 -40 4448.922011455703 4444.215420809659 50 TARGET 1 100 100 0.0 0.0005 25 3824 -41 4462.072250828598 4473.311937736742 50 TARGET 1 100 100 0.0 0.0005 25 3824 -42 4448.048461503051 4482.869717684659 50 TARGET 1 100 100 0.0 0.0005 25 3824 -43 4452.59812315867 4429.519457267992 50 TARGET 1 100 100 0.0 0.0005 25 3824 -44 4429.4831304582285 4421.754424124053 50 TARGET 1 100 100 0.0 0.0005 25 3824 -45 4429.112089317656 4494.636881510417 50 TARGET 1 100 100 0.0 0.0005 25 3824 -46 4440.534602206965 4501.965716737689 50 TARGET 1 100 100 0.0 0.0005 25 3824 -47 4447.364349878998 4457.250384706439 50 TARGET 1 100 100 0.0 0.0005 25 3824 -48 4439.508506286827 4431.986446496212 50 TARGET 1 100 100 0.0 0.0005 25 3824 -49 4432.969384601221 4457.392726089015 50 TARGET 1 100 100 0.0 0.0005 25 3824 -50 4435.834671585648 4425.391749526515 50 TARGET 1 100 100 0.0 0.0005 25 3824 -51 4426.644291219486 4438.010830965909 50 TARGET 1 100 100 0.0 0.0005 25 3824 -52 4417.675996619844 4482.499422940341 50 TARGET 1 100 100 0.0 0.0005 25 3824 -53 4413.068533643729 4417.474491003788 50 TARGET 1 100 100 0.0 0.0005 25 3824 -54 4433.5409547953495 4427.416326349432 50 TARGET 1 100 100 0.0 0.0005 25 3824 -55 4406.922844986321 4422.371078953598 50 TARGET 1 100 100 0.0 0.0005 25 3824 -56 4410.956919454967 4425.269560842803 50 TARGET 1 100 100 0.0 0.0005 25 3824 -57 4400.7212193550085 4446.25517874053 50 TARGET 1 100 100 0.0 0.0005 25 3824 -58 4413.074637981376 4429.918486624053 50 TARGET 1 100 100 0.0 0.0005 25 3824 -59 4410.3907154224535 4429.894472064394 50 TARGET 1 100 100 0.0 0.0005 25 3824 -60 4403.302928372264 4445.964577414773 50 TARGET 1 100 100 0.0 0.0005 25 3824 -61 4406.212849523885 4426.14111328125 50 TARGET 1 100 100 0.0 0.0005 25 3824 -62 4391.817159222433 4391.038352272727 50 TARGET 1 100 100 0.0 0.0005 25 3824 -63 4404.576428345959 4417.967359138258 50 TARGET 1 100 100 0.0 0.0005 25 3824 -64 4395.549668231797 4446.384055397727 50 TARGET 1 100 100 0.0 0.0005 25 3824 -65 4388.827061303135 4389.394264914773 50 TARGET 1 100 100 0.0 0.0005 25 3824 -66 4387.800163089226 4427.622425426136 50 TARGET 1 100 100 0.0 0.0005 25 3824 -67 4385.478354508628 4413.819557883523 50 TARGET 1 100 100 0.0 0.0005 25 3824 -68 4377.205203072391 4428.532892400568 50 TARGET 1 100 100 0.0 0.0005 25 3824 -69 4385.092904961069 4410.147312973485 50 TARGET 1 100 100 0.0 0.0005 25 3824 -70 4383.52443543508 4422.041355942235 50 TARGET 1 100 100 0.0 0.0005 25 3824 -71 4381.614529079861 4438.32929391572 50 TARGET 1 100 100 0.0 0.0005 25 3824 -72 4380.950293955177 4417.274680397727 50 TARGET 1 100 100 0.0 0.0005 25 3824 -73 4380.228638928346 4425.806699810606 50 TARGET 1 100 100 0.0 0.0005 25 3824 -74 4374.429107152252 4390.157670454545 50 TARGET 1 100 100 0.0 0.0005 25 3824 -75 4371.230534511785 4433.657492897727 50 TARGET 1 100 100 0.0 0.0005 25 3824 -76 4371.220517347959 4391.414373224432 50 TARGET 1 100 100 0.0 0.0005 25 3824 -77 4387.447265625 4429.959502249053 50 TARGET 1 100 100 0.0 0.0005 25 3824 -78 4368.210914483376 4427.212713068182 50 TARGET 1 100 100 0.0 0.0005 25 3824 -79 4369.365364254524 4406.148585464015 50 TARGET 1 100 100 0.0 0.0005 25 3824 -80 4369.9751880787035 4415.802127722538 50 TARGET 1 100 100 0.0 0.0005 25 3824 -81 4369.786075270938 4398.967817826705 50 TARGET 1 100 100 0.0 0.0005 25 3824 -82 4365.138096459385 4399.841175426136 50 TARGET 1 100 100 0.0 0.0005 25 3824 -83 4361.856455176768 4397.00322561553 50 TARGET 1 100 100 0.0 0.0005 25 3824 -84 4368.997514204545 4388.709842566288 50 TARGET 1 100 100 0.0 0.0005 25 3824 -85 4350.901572693077 4400.407640861742 50 TARGET 1 100 100 0.0 0.0005 25 3824 -86 4360.874830663405 4398.064911813447 50 TARGET 1 100 100 0.0 0.0005 25 3824 -87 4358.174586029567 4370.61933297822 50 TARGET 1 100 100 0.0 0.0005 25 3824 -88 4357.435939801662 4416.035555752841 50 TARGET 1 100 100 0.0 0.0005 25 3824 -89 4354.805512810396 4402.525124289773 50 TARGET 1 100 100 0.0 0.0005 25 3824 -90 4354.536632602062 4403.430841619318 50 TARGET 1 100 100 0.0 0.0005 25 3824 -91 4352.425725352483 4389.671771425189 50 TARGET 1 100 100 0.0 0.0005 25 3824 -92 4349.688576849221 4368.290408972538 50 TARGET 1 100 100 0.0 0.0005 25 3824 -93 4345.449513033986 4397.063550544508 50 TARGET 1 100 100 0.0 0.0005 25 3824 -94 4350.827748513783 4372.908942945076 50 TARGET 1 100 100 0.0 0.0005 25 3824 -95 4351.765143294929 4374.080092921402 50 TARGET 1 100 100 0.0 0.0005 25 3824 -96 4352.161336674032 4378.178296638258 50 TARGET 1 100 100 0.0 0.0005 25 3824 -97 4341.0707399515995 4358.709383877841 50 TARGET 1 100 100 0.0 0.0005 25 3824 -98 4340.201984033039 4375.376716382576 50 TARGET 1 100 100 0.0 0.0005 25 3824 -99 4345.750644465488 4373.297008167614 50 TARGET 1 100 100 0.0 0.0005 25 3824 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_50bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_50bs_100e_1k_TARGET.tsv deleted file mode 100644 index 88d81d6ca..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_50bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5517.286948258628 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4618.504675662879 50 TARGET 1 50 100 0.0 0.0005 25 5887 -29 4539.805458556923 4568.060709635417 50 TARGET 1 50 100 0.0 0.0005 25 5887 -30 4533.4766693629 4597.919034090909 50 TARGET 1 50 100 0.0 0.0005 25 5887 -31 4526.573737044929 4593.12158203125 50 TARGET 1 50 100 0.0 0.0005 25 5887 -32 4525.724747474747 4707.173665364583 50 TARGET 1 50 100 0.0 0.0005 25 5887 -33 4513.405991884996 4579.142326586174 50 TARGET 1 50 100 0.0 0.0005 25 5887 -34 4508.846094407618 4518.543027935606 50 TARGET 1 50 100 0.0 0.0005 25 5887 -35 4511.969575310396 4525.451305042614 50 TARGET 1 50 100 0.0 0.0005 25 5887 -36 4501.151661471486 4501.99394827178 50 TARGET 1 50 100 0.0 0.0005 25 5887 -37 4504.323375355114 4502.920972419508 50 TARGET 1 50 100 0.0 0.0005 25 5887 -38 4496.492021451494 4498.510638612689 50 TARGET 1 50 100 0.0 0.0005 25 5887 -39 4489.925911129524 4503.731608072917 50 TARGET 1 50 100 0.0 0.0005 25 5887 -40 4480.480435869108 4514.005785392992 50 TARGET 1 50 100 0.0 0.0005 25 5887 -41 4489.477770872791 4524.192649147727 50 TARGET 1 50 100 0.0 0.0005 25 5887 -42 4479.634862623632 4549.126612807765 50 TARGET 1 50 100 0.0 0.0005 25 5887 -43 4479.465167626789 4515.469193892045 50 TARGET 1 50 100 0.0 0.0005 25 5887 -44 4473.01685474537 4545.398185961174 50 TARGET 1 50 100 0.0 0.0005 25 5887 -45 4458.690342553135 4463.079160748106 50 TARGET 1 50 100 0.0 0.0005 25 5887 -46 4470.699884588068 4464.072398792614 50 TARGET 1 50 100 0.0 0.0005 25 5887 -47 4459.603431778724 4521.558223839962 50 TARGET 1 50 100 0.0 0.0005 25 5887 -48 4465.272730560817 4545.59540719697 50 TARGET 1 50 100 0.0 0.0005 25 5887 -49 4455.003237123842 4469.995487097538 50 TARGET 1 50 100 0.0 0.0005 25 5887 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_50bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_50bs_50e_1k_TARGET.tsv deleted file mode 100644 index bf6f23e35..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0005lr_50bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5517.131747159091 5622.39873342803 50 TARGET 1 50 100 1.0 0.0005 25 3901 -1 5413.140186040088 5824.325180516098 50 TARGET 1 50 100 1.0 0.0005 25 3901 -2 5308.69707655987 5512.706291429924 50 TARGET 1 50 100 1.0 0.0005 25 3901 -3 5218.943622422138 5382.824055989583 50 TARGET 1 50 100 1.0 0.0005 25 3901 -4 5141.744768650042 5831.490397135417 50 TARGET 1 50 100 1.0 0.0005 25 3901 -5 5068.090797295876 7012.41913766572 50 TARGET 1 50 100 1.0 0.0005 25 3901 -6 5013.44548019255 5585.714991714015 50 TARGET 1 50 100 1.0 0.0005 25 3901 -7 4957.087155737058 7647.465021306818 50 TARGET 1 50 100 1.0 0.0005 25 3901 -8 4905.4497349800085 6431.767592921402 50 TARGET 1 50 100 1.0 0.0005 25 3901 -9 4875.95482494213 5490.042125355114 50 TARGET 1 50 100 1.0 0.0005 25 3901 -10 4827.796480429293 5108.736712831439 50 TARGET 1 50 100 1.0 0.0005 25 3901 -11 4806.788289799032 4945.37578420928 50 TARGET 1 50 100 1.0 0.0005 25 3901 -12 4767.932459359217 4831.849195075758 50 TARGET 1 50 100 1.0 0.0005 25 3901 -13 4753.692968092382 4859.943107836174 50 TARGET 1 50 100 1.0 0.0005 25 3901 -14 4715.498615714436 4793.911280776515 50 TARGET 1 50 100 1.0 0.0005 25 3901 -15 4696.186881839226 4752.610943418561 50 TARGET 1 50 100 1.0 0.0005 25 3901 -16 4702.590580281986 4778.48798532197 50 TARGET 1 50 100 1.0 0.0005 25 3901 -17 4665.41523141572 4678.277965198864 50 TARGET 1 50 100 1.0 0.0005 25 3901 -18 4640.07468565867 4695.340065696023 50 TARGET 1 50 100 1.0 0.0005 25 3901 -19 4620.294767334806 4688.758404356061 50 TARGET 1 50 100 1.0 0.0005 25 3901 -20 4628.330405289878 4610.901603929924 50 TARGET 1 50 100 1.0 0.0005 25 3901 -21 4599.550131852378 4608.020862926136 50 TARGET 1 50 100 1.0 0.0005 25 3901 -22 4589.257437657829 4575.362023555871 50 TARGET 1 50 100 1.0 0.0005 25 3901 -23 4570.790282381103 4629.26777047822 50 TARGET 1 50 100 1.0 0.0005 25 3901 -24 4562.39313052399 4617.995072798295 50 TARGET 1 50 100 1.0 0.0005 25 3901 -25 4556.161127880366 4591.260683001894 50 TARGET 1 50 100 1.0 0.0005 25 3901 -26 4548.012790667088 4524.428977272727 50 TARGET 1 50 100 1.0 0.0005 25 3901 -27 4561.387534196128 4570.400168678977 50 TARGET 1 50 100 1.0 0.0005 25 3901 -28 4546.27120981955 4536.678326231061 50 TARGET 1 50 100 1.0 0.0005 25 3901 -29 4538.3747205124155 4522.348558830492 50 TARGET 1 50 100 1.0 0.0005 25 3901 -30 4505.315735479798 4519.473899147727 50 TARGET 1 50 100 1.0 0.0005 25 3901 -31 4510.148204045665 4489.492024739583 50 TARGET 1 50 100 1.0 0.0005 25 3901 -32 4502.220622566814 4480.307957504735 50 TARGET 1 50 100 1.0 0.0005 25 3901 -33 4482.047295875421 4514.866861979167 50 TARGET 1 50 100 1.0 0.0005 25 3901 -34 4489.458594736427 4521.547466856061 50 TARGET 1 50 100 1.0 0.0005 25 3901 -35 4474.809544007786 4519.851636482008 50 TARGET 1 50 100 1.0 0.0005 25 3901 -36 4477.158056805029 4473.100719105114 50 TARGET 1 50 100 1.0 0.0005 25 3901 -37 4473.180359914247 4474.06904000947 50 TARGET 1 50 100 1.0 0.0005 25 3901 -38 4481.674796467277 4448.559614701705 50 TARGET 1 50 100 1.0 0.0005 25 3901 -39 4459.344950152567 4465.06708688447 50 TARGET 1 50 100 1.0 0.0005 25 3901 -40 4460.379284380261 4463.599387428977 50 TARGET 1 50 100 1.0 0.0005 25 3901 -41 4471.21042455808 4457.728781960227 50 TARGET 1 50 100 1.0 0.0005 25 3901 -42 4452.282598116582 4504.836337002841 50 TARGET 1 50 100 1.0 0.0005 25 3901 -43 4451.678276909723 4464.743445194129 50 TARGET 1 50 100 1.0 0.0005 25 3901 -44 4438.6487580887 4489.828051017992 50 TARGET 1 50 100 1.0 0.0005 25 3901 -45 4434.685961174242 4485.819794625947 50 TARGET 1 50 100 1.0 0.0005 25 3901 -46 4442.522702612058 4477.221516927083 50 TARGET 1 50 100 1.0 0.0005 25 3901 -47 4425.048916903409 4459.194173177083 50 TARGET 1 50 100 1.0 0.0005 25 3901 -48 4424.375358401726 4444.084709398674 50 TARGET 1 50 100 1.0 0.0005 25 3901 -49 4428.149813565341 4456.526603929924 50 TARGET 1 50 100 1.0 0.0005 25 3901 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_25bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_25bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index bb7c1d66e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_25bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5330.069472393203 12133.275923295454 25 TARGET 1 100 100 0.5 0.0015 25 7277 -1 4949.011288832334 7087.224698153409 25 TARGET 1 100 100 0.5 0.0015 25 7277 -2 4736.327624388416 5357.216138435133 25 TARGET 1 100 100 0.5 0.0015 25 7277 -3 4665.760124026726 5792.954219933712 25 TARGET 1 100 100 0.5 0.0015 25 7277 -4 4588.493155020255 5344.397771661932 25 TARGET 1 100 100 0.5 0.0015 25 7277 -5 4551.272986209754 4953.007930871212 25 TARGET 1 100 100 0.5 0.0015 25 7277 -6 4517.327626854482 4684.492808948864 25 TARGET 1 100 100 0.5 0.0015 25 7277 -7 4492.341269136679 4622.968957149621 25 TARGET 1 100 100 0.5 0.0015 25 7277 -8 4455.740915831492 4665.002766927083 25 TARGET 1 100 100 0.5 0.0015 25 7277 -9 4444.704542166456 4525.252130681818 25 TARGET 1 100 100 0.5 0.0015 25 7277 -10 4430.193628998317 4555.966656309186 25 TARGET 1 100 100 0.5 0.0015 25 7277 -11 4430.40458540483 4517.542502663352 25 TARGET 1 100 100 0.5 0.0015 25 7277 -12 4427.738219598327 4538.438846472538 25 TARGET 1 100 100 0.5 0.0015 25 7277 -13 4404.438955801505 4516.425130208333 25 TARGET 1 100 100 0.5 0.0015 25 7277 -14 4394.221517749105 4495.031531131629 25 TARGET 1 100 100 0.5 0.0015 25 7277 -15 4396.453854133786 4499.039240056818 25 TARGET 1 100 100 0.5 0.0015 25 7277 -16 4389.868483007155 4452.483975497159 25 TARGET 1 100 100 0.5 0.0015 25 7277 -17 4370.98739017782 4455.018895004735 25 TARGET 1 100 100 0.5 0.0015 25 7277 -18 4373.949281223695 4465.135779178504 25 TARGET 1 100 100 0.5 0.0015 25 7277 -19 4359.071293994634 4462.68681936553 25 TARGET 1 100 100 0.5 0.0015 25 7277 -20 4355.4415558580595 4436.102302320076 25 TARGET 1 100 100 0.5 0.0015 25 7277 -21 4354.412774391046 4422.726229580966 25 TARGET 1 100 100 0.5 0.0015 25 7277 -22 4348.041597616793 4411.820009173769 25 TARGET 1 100 100 0.5 0.0015 25 7277 -23 4341.157487965594 4428.42802290483 25 TARGET 1 100 100 0.5 0.0015 25 7277 -24 4344.237783926505 4417.831602154356 25 TARGET 1 100 100 0.5 0.0015 25 7277 -25 4334.372240471117 4396.239398378314 25 TARGET 1 100 100 0.5 0.0015 25 7277 -26 4332.5656499894785 4376.763080018939 25 TARGET 1 100 100 0.5 0.0015 25 7277 -27 4324.94045434817 4392.062137488163 25 TARGET 1 100 100 0.5 0.0015 25 7277 -28 4329.894355337226 4372.172089547822 25 TARGET 1 100 100 0.5 0.0015 25 7277 -29 4323.435144906092 4366.012088660038 25 TARGET 1 100 100 0.5 0.0015 25 7277 -30 4323.3223897503685 4364.845658735795 25 TARGET 1 100 100 0.5 0.0015 25 7277 -31 4320.654406203967 4390.281390565814 25 TARGET 1 100 100 0.5 0.0015 25 7277 -32 4309.599176169245 4417.231193773674 25 TARGET 1 100 100 0.5 0.0015 25 7277 -33 4313.736668442235 4377.335789535985 25 TARGET 1 100 100 0.5 0.0015 25 7277 -34 4301.610581728746 4384.506332859848 25 TARGET 1 100 100 0.5 0.0015 25 7277 -35 4309.974083280724 4374.355609315814 25 TARGET 1 100 100 0.5 0.0015 25 7277 -36 4299.453653560343 4365.929813269413 25 TARGET 1 100 100 0.5 0.0015 25 7277 -37 4296.494437375052 4359.55741743608 25 TARGET 1 100 100 0.5 0.0015 25 7277 -38 4295.533203125 4354.261474609375 25 TARGET 1 100 100 0.5 0.0015 25 7277 -39 4293.581154152199 4357.811449455492 25 TARGET 1 100 100 0.5 0.0015 25 7277 -40 4288.370091704808 4412.961388790246 25 TARGET 1 100 100 0.5 0.0015 25 7277 -41 4285.051572035459 4337.472278941761 25 TARGET 1 100 100 0.5 0.0015 25 7277 -42 4288.472080012363 4356.523696437027 25 TARGET 1 100 100 0.5 0.0015 25 7277 -43 4282.526947535248 4348.983672170928 25 TARGET 1 100 100 0.5 0.0015 25 7277 -44 4289.752916535143 4361.053193063447 25 TARGET 1 100 100 0.5 0.0015 25 7277 -45 4280.5556657065445 4340.000547466856 25 TARGET 1 100 100 0.5 0.0015 25 7277 -46 4289.297953493266 4328.3232421875 25 TARGET 1 100 100 0.5 0.0015 25 7277 -47 4284.629534275042 4353.979344223485 25 TARGET 1 100 100 0.5 0.0015 25 7277 -48 4274.175003616898 4348.510594223485 25 TARGET 1 100 100 0.5 0.0015 25 7277 -49 4277.639169198495 4340.42206735322 25 TARGET 1 100 100 0.5 0.0015 25 7277 -50 4275.388291689684 4342.268665660511 25 TARGET 1 100 100 0.5 0.0015 25 7277 -51 4274.933200823338 4320.291881214489 25 TARGET 1 100 100 0.5 0.0015 25 7277 -52 4266.8181686658245 4334.117764559659 25 TARGET 1 100 100 0.5 0.0015 25 7277 -53 4260.891465106797 4346.980542732008 25 TARGET 1 100 100 0.5 0.0015 25 7277 -54 4274.702599727746 4366.165601325758 25 TARGET 1 100 100 0.5 0.0015 25 7277 -55 4262.331399525858 4335.533661813447 25 TARGET 1 100 100 0.5 0.0015 25 7277 -56 4260.58758072259 4330.728456439394 25 TARGET 1 100 100 0.5 0.0015 25 7277 -57 4257.118575073653 4322.498979048295 25 TARGET 1 100 100 0.5 0.0015 25 7277 -58 4256.76799489031 4327.243977864583 25 TARGET 1 100 100 0.5 0.0015 25 7277 -59 4256.005403974642 4325.439660274621 25 TARGET 1 100 100 0.5 0.0015 25 7277 -60 4250.78496389678 4368.038892341383 25 TARGET 1 100 100 0.5 0.0015 25 7277 -61 4251.779434152725 4324.064482717803 25 TARGET 1 100 100 0.5 0.0015 25 7277 -62 4254.772106645886 4320.371840968277 25 TARGET 1 100 100 0.5 0.0015 25 7277 -63 4255.889728173664 4326.520677971117 25 TARGET 1 100 100 0.5 0.0015 25 7277 -64 4249.0244748921505 4313.731977982955 25 TARGET 1 100 100 0.5 0.0015 25 7277 -65 4249.47384694931 4306.488873106061 25 TARGET 1 100 100 0.5 0.0015 25 7277 -66 4254.435702648227 4315.28935842803 25 TARGET 1 100 100 0.5 0.0015 25 7277 -67 4256.270053234164 4311.14521188447 25 TARGET 1 100 100 0.5 0.0015 25 7277 -68 4249.64860478154 4315.990145596591 25 TARGET 1 100 100 0.5 0.0015 25 7277 -69 4242.388828059238 4338.505925958807 25 TARGET 1 100 100 0.5 0.0015 25 7277 -70 4242.322390161379 4342.313202829072 25 TARGET 1 100 100 0.5 0.0015 25 7277 -71 4241.254667442656 4308.526692708333 25 TARGET 1 100 100 0.5 0.0015 25 7277 -72 4234.546282321917 4310.692863695549 25 TARGET 1 100 100 0.5 0.0015 25 7277 -73 4241.1792304555975 4314.106297348485 25 TARGET 1 100 100 0.5 0.0015 25 7277 -74 4242.234044547033 4301.658950343277 25 TARGET 1 100 100 0.5 0.0015 25 7277 -75 4241.825880879103 4344.090184067235 25 TARGET 1 100 100 0.5 0.0015 25 7277 -76 4237.721985479798 4302.556788589015 25 TARGET 1 100 100 0.5 0.0015 25 7277 -77 4232.909792505129 4302.575417258523 25 TARGET 1 100 100 0.5 0.0015 25 7277 -78 4241.202145149411 4293.100659919508 25 TARGET 1 100 100 0.5 0.0015 25 7277 -79 4229.126809271096 4307.246419270833 25 TARGET 1 100 100 0.5 0.0015 25 7277 -80 4233.923884022517 4311.062492601799 25 TARGET 1 100 100 0.5 0.0015 25 7277 -81 4235.260888918482 4294.665497750947 25 TARGET 1 100 100 0.5 0.0015 25 7277 -82 4228.8981378728695 4307.302275686553 25 TARGET 1 100 100 0.5 0.0015 25 7277 -83 4226.725181502526 4304.607340494792 25 TARGET 1 100 100 0.5 0.0015 25 7277 -84 4223.651614616214 4293.87685694839 25 TARGET 1 100 100 0.5 0.0015 25 7277 -85 4223.56377577862 4295.016335227273 25 TARGET 1 100 100 0.5 0.0015 25 7277 -86 4227.30491561119 4294.590768525095 25 TARGET 1 100 100 0.5 0.0015 25 7277 -87 4230.932023276384 4298.657677852746 25 TARGET 1 100 100 0.5 0.0015 25 7277 -88 4224.881792781329 4299.24062647964 25 TARGET 1 100 100 0.5 0.0015 25 7277 -89 4227.697124648174 4294.356992779356 25 TARGET 1 100 100 0.5 0.0015 25 7277 -90 4224.698296029961 4294.895811138731 25 TARGET 1 100 100 0.5 0.0015 25 7277 -91 4222.069113169455 4288.519412878788 25 TARGET 1 100 100 0.5 0.0015 25 7277 -92 4219.543716790299 4306.30156545928 25 TARGET 1 100 100 0.5 0.0015 25 7277 -93 4216.234003445918 4293.509262547348 25 TARGET 1 100 100 0.5 0.0015 25 7277 -94 4213.272540262653 4284.874149206913 25 TARGET 1 100 100 0.5 0.0015 25 7277 -95 4213.37188864557 4291.261696555398 25 TARGET 1 100 100 0.5 0.0015 25 7277 -96 4221.785819622001 4308.803000710227 25 TARGET 1 100 100 0.5 0.0015 25 7277 -97 4213.273405030119 4297.930627071496 25 TARGET 1 100 100 0.5 0.0015 25 7277 -98 4217.887389520202 4286.720910274621 25 TARGET 1 100 100 0.5 0.0015 25 7277 -99 4211.738143561263 4279.553955078125 25 TARGET 1 100 100 0.5 0.0015 25 7277 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_25bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_25bs_100e_0k_TARGET.tsv deleted file mode 100644 index 085c93002..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_25bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5331.545535103641 9032.359574751421 25 TARGET 1 100 100 0.0 0.0015 25 453 -1 4946.0647580952755 15324.005126953125 25 TARGET 1 100 100 0.0 0.0015 25 453 -2 4733.981906467014 7141.202370383523 25 TARGET 1 100 100 0.0 0.0015 25 453 -3 4657.18476266572 5134.305123993845 25 TARGET 1 100 100 0.0 0.0015 25 453 -4 4590.013378413037 4666.537642045455 25 TARGET 1 100 100 0.0 0.0015 25 453 -5 4571.041098649253 4486.453524502841 25 TARGET 1 100 100 0.0 0.0015 25 453 -6 4539.3459234269785 4447.184311375473 25 TARGET 1 100 100 0.0 0.0015 25 453 -7 4494.728142426873 4432.136045513731 25 TARGET 1 100 100 0.0 0.0015 25 453 -8 4477.34133325442 4370.320053562973 25 TARGET 1 100 100 0.0 0.0015 25 453 -9 4461.501283998842 4315.247787937973 25 TARGET 1 100 100 0.0 0.0015 25 453 -10 4444.496359263205 4334.010845762311 25 TARGET 1 100 100 0.0 0.0015 25 453 -11 4439.883207892729 4385.199285333807 25 TARGET 1 100 100 0.0 0.0015 25 453 -12 4420.751328388047 4321.303015506629 25 TARGET 1 100 100 0.0 0.0015 25 453 -13 4419.325712364531 4261.814475319602 25 TARGET 1 100 100 0.0 0.0015 25 453 -14 4408.05314785222 4289.936959931345 25 TARGET 1 100 100 0.0 0.0015 25 453 -15 4409.581385140467 4285.124563506155 25 TARGET 1 100 100 0.0 0.0015 25 453 -16 4400.649701770307 4283.829774798769 25 TARGET 1 100 100 0.0 0.0015 25 453 -17 4383.202164877946 4264.392659505208 25 TARGET 1 100 100 0.0 0.0015 25 453 -18 4383.034279152199 4245.687877308239 25 TARGET 1 100 100 0.0 0.0015 25 453 -19 4372.051511205808 4241.274251302083 25 TARGET 1 100 100 0.0 0.0015 25 453 -20 4389.5732142387415 4243.544537168561 25 TARGET 1 100 100 0.0 0.0015 25 453 -21 4372.5885030316185 4237.3145899917145 25 TARGET 1 100 100 0.0 0.0015 25 453 -22 4374.417590619739 4218.906582919034 25 TARGET 1 100 100 0.0 0.0015 25 453 -23 4372.907208478009 4219.832334576231 25 TARGET 1 100 100 0.0 0.0015 25 453 -24 4351.965615628946 4209.3585427024145 25 TARGET 1 100 100 0.0 0.0015 25 453 -25 4348.2683163010315 4209.068189216383 25 TARGET 1 100 100 0.0 0.0015 25 453 -26 4350.612681173717 4237.3020944306345 25 TARGET 1 100 100 0.0 0.0015 25 453 -27 4349.548217362426 4206.185953776042 25 TARGET 1 100 100 0.0 0.0015 25 453 -28 4346.160205571338 4178.4457231001425 25 TARGET 1 100 100 0.0 0.0015 25 453 -29 4329.465806338121 4210.937647964015 25 TARGET 1 100 100 0.0 0.0015 25 453 -30 4326.361355251736 4186.6674915660515 25 TARGET 1 100 100 0.0 0.0015 25 453 -31 4336.261477897464 4183.044078480114 25 TARGET 1 100 100 0.0 0.0015 25 453 -32 4339.780819260312 4210.807691169508 25 TARGET 1 100 100 0.0 0.0015 25 453 -33 4325.042876683502 4176.7261740944605 25 TARGET 1 100 100 0.0 0.0015 25 453 -34 4321.277731744529 4188.8443159623575 25 TARGET 1 100 100 0.0 0.0015 25 453 -35 4317.44904037116 4170.967078006629 25 TARGET 1 100 100 0.0 0.0015 25 453 -36 4324.048131872107 4169.9830322265625 25 TARGET 1 100 100 0.0 0.0015 25 453 -37 4318.463911576705 4166.3563824277935 25 TARGET 1 100 100 0.0 0.0015 25 453 -38 4313.209827769886 4168.784904711174 25 TARGET 1 100 100 0.0 0.0015 25 453 -39 4316.618023496686 4155.5074610854645 25 TARGET 1 100 100 0.0 0.0015 25 453 -40 4314.192031808975 4166.373357599432 25 TARGET 1 100 100 0.0 0.0015 25 453 -41 4306.095570779408 4179.6357421875 25 TARGET 1 100 100 0.0 0.0015 25 453 -42 4304.364462496054 4175.599128491951 25 TARGET 1 100 100 0.0 0.0015 25 453 -43 4304.466864280829 4161.9626649798765 25 TARGET 1 100 100 0.0 0.0015 25 453 -44 4296.58378462358 4155.7925655480585 25 TARGET 1 100 100 0.0 0.0015 25 453 -45 4297.875681456492 4152.4874045632105 25 TARGET 1 100 100 0.0 0.0015 25 453 -46 4297.956799850721 4163.5549797289295 25 TARGET 1 100 100 0.0 0.0015 25 453 -47 4300.306708852851 4151.158647017045 25 TARGET 1 100 100 0.0 0.0015 25 453 -48 4298.340091178714 4159.86220851089 25 TARGET 1 100 100 0.0 0.0015 25 453 -49 4298.862100003946 4139.8615167791195 25 TARGET 1 100 100 0.0 0.0015 25 453 -50 4285.938858802872 4169.6920831853695 25 TARGET 1 100 100 0.0 0.0015 25 453 -51 4288.063213104351 4151.470806699811 25 TARGET 1 100 100 0.0 0.0015 25 453 -52 4283.437411221591 4132.290423768939 25 TARGET 1 100 100 0.0 0.0015 25 453 -53 4285.687014184817 4139.6820586233425 25 TARGET 1 100 100 0.0 0.0015 25 453 -54 4280.2686492200655 4134.212587298769 25 TARGET 1 100 100 0.0 0.0015 25 453 -55 4282.566432554714 4148.3794352213545 25 TARGET 1 100 100 0.0 0.0015 25 453 -56 4269.447652797507 4131.612667199337 25 TARGET 1 100 100 0.0 0.0015 25 453 -57 4278.922997882471 4142.6180715849905 25 TARGET 1 100 100 0.0 0.0015 25 453 -58 4284.820241806082 4170.4762998638735 25 TARGET 1 100 100 0.0 0.0015 25 453 -59 4277.485672973222 4121.9634343927555 25 TARGET 1 100 100 0.0 0.0015 25 453 -60 4270.44205153751 4152.500983960701 25 TARGET 1 100 100 0.0 0.0015 25 453 -61 4279.493488761311 4137.5800818241005 25 TARGET 1 100 100 0.0 0.0015 25 453 -62 4265.970976858428 4138.408284505208 25 TARGET 1 100 100 0.0 0.0015 25 453 -63 4271.202031710332 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-76 4260.67964475484 4118.84228515625 25 TARGET 1 100 100 0.0 0.0015 25 453 -77 4252.692403363058 4115.9337750059185 25 TARGET 1 100 100 0.0 0.0015 25 453 -78 4250.715924298322 4111.7946296460705 25 TARGET 1 100 100 0.0 0.0015 25 453 -79 4243.000504721696 4109.7190200343275 25 TARGET 1 100 100 0.0 0.0015 25 453 -80 4245.322238498264 4131.827984434186 25 TARGET 1 100 100 0.0 0.0015 25 453 -81 4253.964487814342 4124.007457386364 25 TARGET 1 100 100 0.0 0.0015 25 453 -82 4252.134039779304 4109.7299101858425 25 TARGET 1 100 100 0.0 0.0015 25 453 -83 4251.447221235795 4112.4382435191765 25 TARGET 1 100 100 0.0 0.0015 25 453 -84 4246.661969631208 4116.656708688447 25 TARGET 1 100 100 0.0 0.0015 25 453 -85 4250.456611607613 4116.4665120442705 25 TARGET 1 100 100 0.0 0.0015 25 453 -86 4254.064022385312 4120.8902587890625 25 TARGET 1 100 100 0.0 0.0015 25 453 -87 4251.270976776226 4120.1259654651985 25 TARGET 1 100 100 0.0 0.0015 25 453 -88 4249.453432436342 4103.997499408144 25 TARGET 1 100 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b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_25bs_100e_1k_TARGET.tsv deleted file mode 100644 index a8e6d3fa9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_25bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5319.376053010575 8487.732784386837 25 TARGET 1 100 100 1.0 0.0015 25 2620 -1 4937.691332267992 9350.49715909091 25 TARGET 1 100 100 1.0 0.0015 25 2620 -2 4750.547018031882 5610.0224609375 25 TARGET 1 100 100 1.0 0.0015 25 2620 -3 4640.914711897622 6124.582993016098 25 TARGET 1 100 100 1.0 0.0015 25 2620 -4 4613.312739208491 4884.514485677083 25 TARGET 1 100 100 1.0 0.0015 25 2620 -5 4563.804477884312 4553.378329190341 25 TARGET 1 100 100 1.0 0.0015 25 2620 -6 4559.078674932923 4629.676136363636 25 TARGET 1 100 100 1.0 0.0015 25 2620 -7 4505.9119556568285 4409.464488636364 25 TARGET 1 100 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4257.52665571733 25 TARGET 1 100 100 1.0 0.0015 25 2620 -21 4368.385039358428 4278.863836115057 25 TARGET 1 100 100 1.0 0.0015 25 2620 -22 4363.583286478062 4267.265062736742 25 TARGET 1 100 100 1.0 0.0015 25 2620 -23 4366.541411839752 4268.249556107955 25 TARGET 1 100 100 1.0 0.0015 25 2620 -24 4362.734785189131 4262.506406841856 25 TARGET 1 100 100 1.0 0.0015 25 2620 -25 4362.209898463805 4262.730809067235 25 TARGET 1 100 100 1.0 0.0015 25 2620 -26 4353.301839192708 4272.420262192235 25 TARGET 1 100 100 1.0 0.0015 25 2620 -27 4353.758830985637 4237.588489879261 25 TARGET 1 100 100 1.0 0.0015 25 2620 -28 4340.333212496054 4250.560458096591 25 TARGET 1 100 100 1.0 0.0015 25 2620 -29 4340.158549196391 4242.809562914299 25 TARGET 1 100 100 1.0 0.0015 25 2620 -30 4333.098533347801 4234.486305930398 25 TARGET 1 100 100 1.0 0.0015 25 2620 -31 4339.836854876894 4231.033854166667 25 TARGET 1 100 100 1.0 0.0015 25 2620 -32 4323.819452664668 4240.849587180398 25 TARGET 1 100 100 1.0 0.0015 25 2620 -33 4317.339200928556 4234.449499881629 25 TARGET 1 100 100 1.0 0.0015 25 2620 -34 4324.6517609361845 4236.820201526989 25 TARGET 1 100 100 1.0 0.0015 25 2620 -35 4319.151862866951 4229.662257339015 25 TARGET 1 100 100 1.0 0.0015 25 2620 -36 4311.261939874001 4223.193285392992 25 TARGET 1 100 100 1.0 0.0015 25 2620 -37 4328.227182304819 4220.451231060606 25 TARGET 1 100 100 1.0 0.0015 25 2620 -38 4300.911397503683 4221.772801254735 25 TARGET 1 100 100 1.0 0.0015 25 2620 -39 4308.996366661406 4211.960974491004 25 TARGET 1 100 100 1.0 0.0015 25 2620 -40 4305.522312973485 4218.877870501894 25 TARGET 1 100 100 1.0 0.0015 25 2620 -41 4306.629930489794 4210.653934363163 25 TARGET 1 100 100 1.0 0.0015 25 2620 -42 4304.809587574969 4216.524303089489 25 TARGET 1 100 100 1.0 0.0015 25 2620 -43 4293.859799574521 4209.400346235795 25 TARGET 1 100 100 1.0 0.0015 25 2620 -44 4291.469071410722 4220.365944602273 25 TARGET 1 100 100 1.0 0.0015 25 2620 -45 4294.492785932239 4184.253173828125 25 TARGET 1 100 100 1.0 0.0015 25 2620 -46 4284.622051405987 4186.584435665246 25 TARGET 1 100 100 1.0 0.0015 25 2620 -47 4290.723795572917 4187.333570075758 25 TARGET 1 100 100 1.0 0.0015 25 2620 -48 4284.5373231008 4192.502041903409 25 TARGET 1 100 100 1.0 0.0015 25 2620 -49 4292.524422282723 4186.091663707386 25 TARGET 1 100 100 1.0 0.0015 25 2620 -50 4292.129831436106 4185.74453272964 25 TARGET 1 100 100 1.0 0.0015 25 2620 -51 4287.029778580071 4204.43476266572 25 TARGET 1 100 100 1.0 0.0015 25 2620 -52 4291.971029467855 4181.497676964962 25 TARGET 1 100 100 1.0 0.0015 25 2620 -53 4280.296009410511 4177.939615885417 25 TARGET 1 100 100 1.0 0.0015 25 2620 -54 4285.328572180135 4179.118533972538 25 TARGET 1 100 100 1.0 0.0015 25 2620 -55 4275.851772115688 4182.245746034564 25 TARGET 1 100 100 1.0 0.0015 25 2620 -56 4281.934651692708 4176.260616418087 25 TARGET 1 100 100 1.0 0.0015 25 2620 -57 4277.825093381734 4190.715117483428 25 TARGET 1 100 100 1.0 0.0015 25 2620 -58 4274.366843072654 4177.520811138731 25 TARGET 1 100 100 1.0 0.0015 25 2620 -59 4284.633776732166 4190.218616832386 25 TARGET 1 100 100 1.0 0.0015 25 2620 -60 4269.929062763047 4187.155132871686 25 TARGET 1 100 100 1.0 0.0015 25 2620 -61 4265.523732606008 4175.297237511837 25 TARGET 1 100 100 1.0 0.0015 25 2620 -62 4268.448637580229 4167.010394472064 25 TARGET 1 100 100 1.0 0.0015 25 2620 -63 4268.189654520465 4181.370686848958 25 TARGET 1 100 100 1.0 0.0015 25 2620 -64 4268.87374189486 4201.826719341856 25 TARGET 1 100 100 1.0 0.0015 25 2620 -65 4255.439169527304 4176.524636008523 25 TARGET 1 100 100 1.0 0.0015 25 2620 -66 4261.422406848432 4191.636940696023 25 TARGET 1 100 100 1.0 0.0015 25 2620 -67 4268.448439472853 4166.621034564394 25 TARGET 1 100 100 1.0 0.0015 25 2620 -68 4257.909731675479 4164.320712002841 25 TARGET 1 100 100 1.0 0.0015 25 2620 -69 4257.99045878709 4153.817205255682 25 TARGET 1 100 100 1.0 0.0015 25 2620 -70 4251.068427602851 4150.370723839962 25 TARGET 1 100 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4157.751805160985 25 TARGET 1 100 100 1.0 0.0015 25 2620 -84 4239.624881628788 4162.391231652462 25 TARGET 1 100 100 1.0 0.0015 25 2620 -85 4247.0474578138155 4158.05937795928 25 TARGET 1 100 100 1.0 0.0015 25 2620 -86 4238.819644195865 4162.761689157197 25 TARGET 1 100 100 1.0 0.0015 25 2620 -87 4238.787670816235 4161.5673828125 25 TARGET 1 100 100 1.0 0.0015 25 2620 -88 4244.020886764783 4143.237748579545 25 TARGET 1 100 100 1.0 0.0015 25 2620 -89 4242.524511883154 4144.952666311553 25 TARGET 1 100 100 1.0 0.0015 25 2620 -90 4235.730149805345 4149.628011067708 25 TARGET 1 100 100 1.0 0.0015 25 2620 -91 4238.773891667324 4142.721738873106 25 TARGET 1 100 100 1.0 0.0015 25 2620 -92 4234.654898595329 4151.886785333807 25 TARGET 1 100 100 1.0 0.0015 25 2620 -93 4235.466555200442 4142.677549419981 25 TARGET 1 100 100 1.0 0.0015 25 2620 -94 4242.796882398201 4145.574965968277 25 TARGET 1 100 100 1.0 0.0015 25 2620 -95 4231.477255053793 4140.787908380682 25 TARGET 1 100 100 1.0 0.0015 25 2620 -96 4235.11752247409 4142.830218690814 25 TARGET 1 100 100 1.0 0.0015 25 2620 -97 4241.218005247791 4174.005933357008 25 TARGET 1 100 100 1.0 0.0015 25 2620 -98 4242.663569286616 4144.473484848485 25 TARGET 1 100 100 1.0 0.0015 25 2620 -99 4228.293562250105 4147.699714429451 25 TARGET 1 100 100 1.0 0.0015 25 2620 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_25bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_25bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index ea903b629..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_25bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5337.2317543928875 10766.835330847538 25 TARGET 1 50 100 0.5 0.0015 25 1601 -1 4992.321902291141 7006.214052142519 25 TARGET 1 50 100 0.5 0.0015 25 1601 -2 4789.612459227694 8770.854063091856 25 TARGET 1 50 100 0.5 0.0015 25 1601 -3 4680.357003465646 5310.217788233902 25 TARGET 1 50 100 0.5 0.0015 25 1601 -4 4603.5838306568285 5056.94258256392 25 TARGET 1 50 100 0.5 0.0015 25 1601 -5 4559.073565242266 5071.760076349432 25 TARGET 1 50 100 0.5 0.0015 25 1601 -6 4526.088633733165 4717.64384321733 25 TARGET 1 50 100 0.5 0.0015 25 1601 -7 4503.667085076021 4609.157300544508 25 TARGET 1 50 100 0.5 0.0015 25 1601 -8 4494.616406578809 4665.057461825284 25 TARGET 1 50 100 0.5 0.0015 25 1601 -9 4445.663018531671 4594.921164772727 25 TARGET 1 50 100 0.5 0.0015 25 1601 -10 4438.672619752209 4580.460271661932 25 TARGET 1 50 100 0.5 0.0015 25 1601 -11 4418.974702263521 4503.438269412879 25 TARGET 1 50 100 0.5 0.0015 25 1601 -12 4426.89364017782 4500.858731356534 25 TARGET 1 50 100 0.5 0.0015 25 1601 -13 4397.790331702441 4495.311212713068 25 TARGET 1 50 100 0.5 0.0015 25 1601 -14 4390.792444299768 4454.934414950284 25 TARGET 1 50 100 0.5 0.0015 25 1601 -15 4380.3417952309555 4470.109855883049 25 TARGET 1 50 100 0.5 0.0015 25 1601 -16 4384.750081380208 4482.417354699337 25 TARGET 1 50 100 0.5 0.0015 25 1601 -17 4383.488921605377 4428.202318596117 25 TARGET 1 50 100 0.5 0.0015 25 1601 -18 4364.781315761785 4426.465354225852 25 TARGET 1 50 100 0.5 0.0015 25 1601 -19 4357.9930736400465 4425.661088423295 25 TARGET 1 50 100 0.5 0.0015 25 1601 -20 4359.01740714436 4400.719933712121 25 TARGET 1 50 100 0.5 0.0015 25 1601 -21 4356.914316504893 4393.85712594697 25 TARGET 1 50 100 0.5 0.0015 25 1601 -22 4354.69519495081 4441.04863577178 25 TARGET 1 50 100 0.5 0.0015 25 1601 -23 4340.800424492319 4405.748757102273 25 TARGET 1 50 100 0.5 0.0015 25 1601 -24 4337.577970459806 4398.257020892519 25 TARGET 1 50 100 0.5 0.0015 25 1601 -25 4349.549272017045 4368.476688269413 25 TARGET 1 50 100 0.5 0.0015 25 1601 -26 4331.185982546823 4377.155391808712 25 TARGET 1 50 100 0.5 0.0015 25 1601 -27 4324.917507595486 4368.818241003788 25 TARGET 1 50 100 0.5 0.0015 25 1601 -28 4327.635725747054 4372.70537405303 25 TARGET 1 50 100 0.5 0.0015 25 1601 -29 4316.248437335596 4375.542665423769 25 TARGET 1 50 100 0.5 0.0015 25 1601 -30 4328.504166831071 4365.878107244318 25 TARGET 1 50 100 0.5 0.0015 25 1601 -31 4309.165358829177 4362.903172348485 25 TARGET 1 50 100 0.5 0.0015 25 1601 -32 4319.943937256681 4371.210930101799 25 TARGET 1 50 100 0.5 0.0015 25 1601 -33 4309.053588456176 4377.552297881155 25 TARGET 1 50 100 0.5 0.0015 25 1601 -34 4307.461046006944 4338.774132930871 25 TARGET 1 50 100 0.5 0.0015 25 1601 -35 4307.7022980455595 4400.076711943655 25 TARGET 1 50 100 0.5 0.0015 25 1601 -36 4316.3931568287035 4349.580033735795 25 TARGET 1 50 100 0.5 0.0015 25 1601 -37 4300.474033959385 4350.83935546875 25 TARGET 1 50 100 0.5 0.0015 25 1601 -38 4291.822463732376 4355.462713068182 25 TARGET 1 50 100 0.5 0.0015 25 1601 -39 4297.537997981113 4356.237689393939 25 TARGET 1 50 100 0.5 0.0015 25 1601 -40 4302.588775943024 4376.228441642992 25 TARGET 1 50 100 0.5 0.0015 25 1601 -41 4291.044814190078 4344.009306936553 25 TARGET 1 50 100 0.5 0.0015 25 1601 -42 4294.547282723064 4365.860788056345 25 TARGET 1 50 100 0.5 0.0015 25 1601 -43 4282.615171079283 4391.777913411458 25 TARGET 1 50 100 0.5 0.0015 25 1601 -44 4282.33658278751 4350.450912937973 25 TARGET 1 50 100 0.5 0.0015 25 1601 -45 4282.734954936737 4356.711174242424 25 TARGET 1 50 100 0.5 0.0015 25 1601 -46 4280.513751611164 4340.212158203125 25 TARGET 1 50 100 0.5 0.0015 25 1601 -47 4279.745812618371 4322.64287405303 25 TARGET 1 50 100 0.5 0.0015 25 1601 -48 4276.425888934922 4320.111157966383 25 TARGET 1 50 100 0.5 0.0015 25 1601 -49 4273.272034307923 4337.441628196023 25 TARGET 1 50 100 0.5 0.0015 25 1601 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_25bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_25bs_50e_0k_TARGET.tsv deleted file mode 100644 index 64dd89bdf..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_25bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5320.555780789668 14567.051239938446 25 TARGET 1 50 100 0.0 0.0015 25 5734 -1 4921.911348182344 6057.698508522727 25 TARGET 1 50 100 0.0 0.0015 25 5734 -2 4718.197832820391 6287.787124171402 25 TARGET 1 50 100 0.0 0.0015 25 5734 -3 4634.972283873895 5071.221909031723 25 TARGET 1 50 100 0.0 0.0015 25 5734 -4 4572.2487480600275 5057.298517400568 25 TARGET 1 50 100 0.0 0.0015 25 5734 -5 4548.079946601431 4606.126953125 25 TARGET 1 50 100 0.0 0.0015 25 5734 -6 4528.461320562395 4572.967603278883 25 TARGET 1 50 100 0.0 0.0015 25 5734 -7 4493.925656302609 4444.701031309186 25 TARGET 1 50 100 0.0 0.0015 25 5734 -8 4476.747754235059 4525.444698449337 25 TARGET 1 50 100 0.0 0.0015 25 5734 -9 4461.344809586753 4452.831232244318 25 TARGET 1 50 100 0.0 0.0015 25 5734 -10 4455.659808534564 4452.35537257339 25 TARGET 1 50 100 0.0 0.0015 25 5734 -11 4436.253866792929 4364.329501065341 25 TARGET 1 50 100 0.0 0.0015 25 5734 -12 4425.743509311868 4335.239361387311 25 TARGET 1 50 100 0.0 0.0015 25 5734 -13 4431.001106442024 4344.039121685606 25 TARGET 1 50 100 0.0 0.0015 25 5734 -14 4406.918989701705 4325.89091352983 25 TARGET 1 50 100 0.0 0.0015 25 5734 -15 4399.457044402357 4321.426128965436 25 TARGET 1 50 100 0.0 0.0015 25 5734 -16 4401.490076546717 4317.267792672822 25 TARGET 1 50 100 0.0 0.0015 25 5734 -17 4380.788370357218 4318.21347508286 25 TARGET 1 50 100 0.0 0.0015 25 5734 -18 4379.911443536932 4336.677571614583 25 TARGET 1 50 100 0.0 0.0015 25 5734 -19 4385.944551307344 4310.85859818892 25 TARGET 1 50 100 0.0 0.0015 25 5734 -20 4373.919319332649 4340.378972833807 25 TARGET 1 50 100 0.0 0.0015 25 5734 -21 4372.712710602115 4270.761644767992 25 TARGET 1 50 100 0.0 0.0015 25 5734 -22 4364.021269827178 4273.039794921875 25 TARGET 1 50 100 0.0 0.0015 25 5734 -23 4369.201644537826 4281.775797526042 25 TARGET 1 50 100 0.0 0.0015 25 5734 -24 4356.264146181871 4257.091345584754 25 TARGET 1 50 100 0.0 0.0015 25 5734 -25 4348.015766387836 4252.931255918561 25 TARGET 1 50 100 0.0 0.0015 25 5734 -26 4364.256835115478 4280.552505030777 25 TARGET 1 50 100 0.0 0.0015 25 5734 -27 4352.598340172559 4240.683564157197 25 TARGET 1 50 100 0.0 0.0015 25 5734 -28 4341.51565705887 4242.197006687973 25 TARGET 1 50 100 0.0 0.0015 25 5734 -29 4336.614700060501 4266.318699692235 25 TARGET 1 50 100 0.0 0.0015 25 5734 -30 4338.025526258681 4236.909741950758 25 TARGET 1 50 100 0.0 0.0015 25 5734 -31 4329.252840909091 4236.294122869318 25 TARGET 1 50 100 0.0 0.0015 25 5734 -32 4327.632225576073 4237.514966560133 25 TARGET 1 50 100 0.0 0.0015 25 5734 -33 4326.139668166035 4238.193795868845 25 TARGET 1 50 100 0.0 0.0015 25 5734 -34 4319.439873178399 4231.340110085227 25 TARGET 1 50 100 0.0 0.0015 25 5734 -35 4313.684127242477 4235.946769945549 25 TARGET 1 50 100 0.0 0.0015 25 5734 -36 4319.464395747843 4215.282278349905 25 TARGET 1 50 100 0.0 0.0015 25 5734 -37 4308.793513750789 4211.767075047348 25 TARGET 1 50 100 0.0 0.0015 25 5734 -38 4309.183310152304 4194.840931285511 25 TARGET 1 50 100 0.0 0.0015 25 5734 -39 4311.262744633838 4206.577954841383 25 TARGET 1 50 100 0.0 0.0015 25 5734 -40 4298.439230356955 4195.014041785038 25 TARGET 1 50 100 0.0 0.0015 25 5734 -41 4294.433871593539 4229.208118785511 25 TARGET 1 50 100 0.0 0.0015 25 5734 -42 4302.209795711016 4206.415764086174 25 TARGET 1 50 100 0.0 0.0015 25 5734 -43 4301.662346117424 4220.488340435606 25 TARGET 1 50 100 0.0 0.0015 25 5734 -44 4303.05131227641 4196.0693359375 25 TARGET 1 50 100 0.0 0.0015 25 5734 -45 4299.557196312079 4203.698871034564 25 TARGET 1 50 100 0.0 0.0015 25 5734 -46 4294.942602292455 4186.73603219697 25 TARGET 1 50 100 0.0 0.0015 25 5734 -47 4295.6880121198965 4193.735580906723 25 TARGET 1 50 100 0.0 0.0015 25 5734 -48 4290.220837936658 4188.011570785985 25 TARGET 1 50 100 0.0 0.0015 25 5734 -49 4292.255450829914 4202.720695726799 25 TARGET 1 50 100 0.0 0.0015 25 5734 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_25bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_25bs_50e_1k_TARGET.tsv deleted file mode 100644 index 7458b825e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_25bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5326.567074554135 20367.588896780304 25 TARGET 1 50 100 1.0 0.0015 25 7194 -1 4963.928648463805 11555.78574810606 25 TARGET 1 50 100 1.0 0.0015 25 7194 -2 4752.283607559974 5946.38944868608 25 TARGET 1 50 100 1.0 0.0015 25 7194 -3 4660.600689512311 5741.564327355587 25 TARGET 1 50 100 1.0 0.0015 25 7194 -4 4595.424692892467 4825.876080137311 25 TARGET 1 50 100 1.0 0.0015 25 7194 -5 4545.037368312027 4773.50605912642 25 TARGET 1 50 100 1.0 0.0015 25 7194 -6 4519.534963074758 4677.103656190814 25 TARGET 1 50 100 1.0 0.0015 25 7194 -7 4492.339827309554 4645.96553178267 25 TARGET 1 50 100 1.0 0.0015 25 7194 -8 4465.409767433449 4507.030487985322 25 TARGET 1 50 100 1.0 0.0015 25 7194 -9 4454.486525410353 4472.716981830019 25 TARGET 1 50 100 1.0 0.0015 25 7194 -10 4441.406725950916 4416.160962653883 25 TARGET 1 50 100 1.0 0.0015 25 7194 -11 4427.133344348432 4427.386223070549 25 TARGET 1 50 100 1.0 0.0015 25 7194 -12 4424.587336581965 4396.681337298769 25 TARGET 1 50 100 1.0 0.0015 25 7194 -13 4407.338954321865 4407.72821969697 25 TARGET 1 50 100 1.0 0.0015 25 7194 -14 4396.687563295717 4389.87089399858 25 TARGET 1 50 100 1.0 0.0015 25 7194 -15 4390.894980896202 4400.34248490767 25 TARGET 1 50 100 1.0 0.0015 25 7194 -16 4381.202410662616 4402.711692116477 25 TARGET 1 50 100 1.0 0.0015 25 7194 -17 4369.368825790457 4427.62753758286 25 TARGET 1 50 100 1.0 0.0015 25 7194 -18 4368.07391213568 4374.780843098958 25 TARGET 1 50 100 1.0 0.0015 25 7194 -19 4358.148389000684 4381.739723899148 25 TARGET 1 50 100 1.0 0.0015 25 7194 -20 4363.80168629656 4361.25214547822 25 TARGET 1 50 100 1.0 0.0015 25 7194 -21 4364.062443280461 4388.335049715909 25 TARGET 1 50 100 1.0 0.0015 25 7194 -22 4355.574104488899 4367.062492601799 25 TARGET 1 50 100 1.0 0.0015 25 7194 -23 4353.946552109638 4354.946503610322 25 TARGET 1 50 100 1.0 0.0015 25 7194 -24 4346.171168060817 4344.441731770833 25 TARGET 1 50 100 1.0 0.0015 25 7194 -25 4339.597889704335 4355.101229580966 25 TARGET 1 50 100 1.0 0.0015 25 7194 -26 4336.2682340988 4353.318610913826 25 TARGET 1 50 100 1.0 0.0015 25 7194 -27 4331.401751071917 4384.480261600379 25 TARGET 1 50 100 1.0 0.0015 25 7194 -28 4332.350382075968 4355.809903231534 25 TARGET 1 50 100 1.0 0.0015 25 7194 -29 4328.252701987321 4362.765898733428 25 TARGET 1 50 100 1.0 0.0015 25 7194 -30 4325.614146017467 4329.792643229167 25 TARGET 1 50 100 1.0 0.0015 25 7194 -31 4322.901707504735 4339.85849461411 25 TARGET 1 50 100 1.0 0.0015 25 7194 -32 4323.9129955150465 4320.363333037405 25 TARGET 1 50 100 1.0 0.0015 25 7194 -33 4312.394084891887 4319.745723839962 25 TARGET 1 50 100 1.0 0.0015 25 7194 -34 4313.769420276989 4328.257494377367 25 TARGET 1 50 100 1.0 0.0015 25 7194 -35 4304.012170040246 4346.714148319129 25 TARGET 1 50 100 1.0 0.0015 25 7194 -36 4307.258817833281 4328.95586233428 25 TARGET 1 50 100 1.0 0.0015 25 7194 -37 4307.700068721065 4320.869865648674 25 TARGET 1 50 100 1.0 0.0015 25 7194 -38 4297.861567333491 4304.519161339962 25 TARGET 1 50 100 1.0 0.0015 25 7194 -39 4303.439391473327 4320.327200224905 25 TARGET 1 50 100 1.0 0.0015 25 7194 -40 4288.948486328125 4331.236668442235 25 TARGET 1 50 100 1.0 0.0015 25 7194 -41 4296.717475043402 4304.486668442235 25 TARGET 1 50 100 1.0 0.0015 25 7194 -42 4288.631976503314 4319.011533794981 25 TARGET 1 50 100 1.0 0.0015 25 7194 -43 4286.222075080229 4299.836484966856 25 TARGET 1 50 100 1.0 0.0015 25 7194 -44 4297.135148687395 4307.899332682292 25 TARGET 1 50 100 1.0 0.0015 25 7194 -45 4287.059852266151 4292.884617660985 25 TARGET 1 50 100 1.0 0.0015 25 7194 -46 4286.537124171402 4315.439245975379 25 TARGET 1 50 100 1.0 0.0015 25 7194 -47 4282.1921403159195 4303.498868075284 25 TARGET 1 50 100 1.0 0.0015 25 7194 -48 4275.5709503893095 4295.21982273911 25 TARGET 1 50 100 1.0 0.0015 25 7194 -49 4282.159540555293 4301.173458214962 25 TARGET 1 50 100 1.0 0.0015 25 7194 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_50bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_50bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index 0f88e2a84..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_50bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5447.979774963173 18895.72129498106 50 TARGET 1 100 100 0.5 0.0015 25 6670 -1 5195.0897237347435 22371.19667376894 50 TARGET 1 100 100 0.5 0.0015 25 6670 -2 4993.602039272938 13248.07120028409 50 TARGET 1 100 100 0.5 0.0015 25 6670 -3 4865.51878978588 8070.208259351326 50 TARGET 1 100 100 0.5 0.0015 25 6670 -4 4773.623369107744 6046.845880681818 50 TARGET 1 100 100 0.5 0.0015 25 6670 -5 4707.523572311658 5712.488932291667 50 TARGET 1 100 100 0.5 0.0015 25 6670 -6 4664.316966869213 5373.918309067235 50 TARGET 1 100 100 0.5 0.0015 25 6670 -7 4604.3720390756525 5252.029444839015 50 TARGET 1 100 100 0.5 0.0015 25 6670 -8 4572.218222261679 4991.195046164773 50 TARGET 1 100 100 0.5 0.0015 25 6670 -9 4549.089314367635 5692.012843276515 50 TARGET 1 100 100 0.5 0.0015 25 6670 -10 4524.060349589647 4960.93926077178 50 TARGET 1 100 100 0.5 0.0015 25 6670 -11 4504.929268268624 4950.577769886364 50 TARGET 1 100 100 0.5 0.0015 25 6670 -12 4499.277079058817 4787.021484375 50 TARGET 1 100 100 0.5 0.0015 25 6670 -13 4477.446277554188 4695.627959280303 50 TARGET 1 100 100 0.5 0.0015 25 6670 -14 4470.93244949495 4598.776914654356 50 TARGET 1 100 100 0.5 0.0015 25 6670 -15 4445.217020465067 4618.154696377841 50 TARGET 1 100 100 0.5 0.0015 25 6670 -16 4440.990494134049 4537.960168087121 50 TARGET 1 100 100 0.5 0.0015 25 6670 -17 4422.668833517467 4543.17890329072 50 TARGET 1 100 100 0.5 0.0015 25 6670 -18 4428.432546493582 4541.805590080492 50 TARGET 1 100 100 0.5 0.0015 25 6670 -19 4421.9825122974535 4512.860011245265 50 TARGET 1 100 100 0.5 0.0015 25 6670 -20 4403.077128708965 4495.757013494318 50 TARGET 1 100 100 0.5 0.0015 25 6670 -21 4402.653785577126 4461.965553977273 50 TARGET 1 100 100 0.5 0.0015 25 6670 -22 4402.211327138573 4511.297955137311 50 TARGET 1 100 100 0.5 0.0015 25 6670 -23 4393.836466882365 4516.57196969697 50 TARGET 1 100 100 0.5 0.0015 25 6670 -24 4397.196266045876 4511.435591264205 50 TARGET 1 100 100 0.5 0.0015 25 6670 -25 4386.765401409933 4469.135327888258 50 TARGET 1 100 100 0.5 0.0015 25 6670 -26 4386.079445167824 4495.091101444129 50 TARGET 1 100 100 0.5 0.0015 25 6670 -27 4368.151694352378 4455.523585464015 50 TARGET 1 100 100 0.5 0.0015 25 6670 -28 4373.201678240741 4485.832741477273 50 TARGET 1 100 100 0.5 0.0015 25 6670 -29 4363.792741871844 4477.148274739583 50 TARGET 1 100 100 0.5 0.0015 25 6670 -30 4357.5484302662035 4468.802556818182 50 TARGET 1 100 100 0.5 0.0015 25 6670 -31 4358.412678214436 4475.665468158144 50 TARGET 1 100 100 0.5 0.0015 25 6670 -32 4355.270613031355 4474.185724431818 50 TARGET 1 100 100 0.5 0.0015 25 6670 -33 4352.931106310501 4432.380030776515 50 TARGET 1 100 100 0.5 0.0015 25 6670 -34 4350.07848504577 4452.445756392045 50 TARGET 1 100 100 0.5 0.0015 25 6670 -35 4341.450852930345 4416.491817589962 50 TARGET 1 100 100 0.5 0.0015 25 6670 -36 4338.823912957702 4434.78466796875 50 TARGET 1 100 100 0.5 0.0015 25 6670 -37 4339.185691550926 4431.338704427083 50 TARGET 1 100 100 0.5 0.0015 25 6670 -38 4326.572423453283 4461.473484848485 50 TARGET 1 100 100 0.5 0.0015 25 6670 -39 4327.5071154250845 4419.962742660985 50 TARGET 1 100 100 0.5 0.0015 25 6670 -40 4340.534648240215 4405.6142578125 50 TARGET 1 100 100 0.5 0.0015 25 6670 -41 4333.922902527883 4403.005696614583 50 TARGET 1 100 100 0.5 0.0015 25 6670 -42 4322.332845052083 4460.643658262311 50 TARGET 1 100 100 0.5 0.0015 25 6670 -43 4321.19365859112 4413.618637547348 50 TARGET 1 100 100 0.5 0.0015 25 6670 -44 4319.069521714541 4400.094593394886 50 TARGET 1 100 100 0.5 0.0015 25 6670 -45 4321.424163510101 4410.128092447917 50 TARGET 1 100 100 0.5 0.0015 25 6670 -46 4312.421559343435 4401.837357954545 50 TARGET 1 100 100 0.5 0.0015 25 6670 -47 4309.144593723695 4445.542939157197 50 TARGET 1 100 100 0.5 0.0015 25 6670 -48 4322.138300320918 4418.035496567235 50 TARGET 1 100 100 0.5 0.0015 25 6670 -49 4300.462339870055 4408.846206202652 50 TARGET 1 100 100 0.5 0.0015 25 6670 -50 4315.441756431503 4455.97968454072 50 TARGET 1 100 100 0.5 0.0015 25 6670 -51 4303.580494068287 4420.731904000947 50 TARGET 1 100 100 0.5 0.0015 25 6670 -52 4304.122596406776 4475.850260416667 50 TARGET 1 100 100 0.5 0.0015 25 6670 -53 4301.141846525147 4419.415142637311 50 TARGET 1 100 100 0.5 0.0015 25 6670 -54 4308.266345091541 4391.353160511364 50 TARGET 1 100 100 0.5 0.0015 25 6670 -55 4297.072965988005 4399.063520951705 50 TARGET 1 100 100 0.5 0.0015 25 6670 -56 4290.745314472853 4403.895922111742 50 TARGET 1 100 100 0.5 0.0015 25 6670 -57 4288.968758220223 4397.841486150568 50 TARGET 1 100 100 0.5 0.0015 25 6670 -58 4287.085289746423 4409.25409860322 50 TARGET 1 100 100 0.5 0.0015 25 6670 -59 4286.888040561868 4390.400819720644 50 TARGET 1 100 100 0.5 0.0015 25 6670 -60 4284.49611841067 4406.191435842803 50 TARGET 1 100 100 0.5 0.0015 25 6670 -61 4280.373886981797 4381.84814453125 50 TARGET 1 100 100 0.5 0.0015 25 6670 -62 4281.190631904988 4392.076704545455 50 TARGET 1 100 100 0.5 0.0015 25 6670 -63 4282.129323837332 4424.382265033144 50 TARGET 1 100 100 0.5 0.0015 25 6670 -64 4275.588548242845 4394.030672940341 50 TARGET 1 100 100 0.5 0.0015 25 6670 -65 4281.996379813762 4359.847153172348 50 TARGET 1 100 100 0.5 0.0015 25 6670 -66 4282.930736400463 4397.104018702652 50 TARGET 1 100 100 0.5 0.0015 25 6670 -67 4280.599701441498 4407.957756273674 50 TARGET 1 100 100 0.5 0.0015 25 6670 -68 4267.26057449495 4365.216678503788 50 TARGET 1 100 100 0.5 0.0015 25 6670 -69 4269.401380339857 4391.771691524621 50 TARGET 1 100 100 0.5 0.0015 25 6670 -70 4271.1399575178875 4374.353101325758 50 TARGET 1 100 100 0.5 0.0015 25 6670 -71 4272.681423611111 4370.400050307765 50 TARGET 1 100 100 0.5 0.0015 25 6670 -72 4274.114481402567 4378.402240175189 50 TARGET 1 100 100 0.5 0.0015 25 6670 -73 4260.351457281145 4360.079575047348 50 TARGET 1 100 100 0.5 0.0015 25 6670 -74 4265.394966921823 4391.433371803977 50 TARGET 1 100 100 0.5 0.0015 25 6670 -75 4261.5228587962965 4373.899206912879 50 TARGET 1 100 100 0.5 0.0015 25 6670 -76 4264.967704387626 4376.699485085227 50 TARGET 1 100 100 0.5 0.0015 25 6670 -77 4261.129184093539 4362.734715317235 50 TARGET 1 100 100 0.5 0.0015 25 6670 -78 4258.926382970329 4367.799671519886 50 TARGET 1 100 100 0.5 0.0015 25 6670 -79 4263.232321588279 4400.998372395833 50 TARGET 1 100 100 0.5 0.0015 25 6670 -80 4251.786236387311 4357.426861387311 50 TARGET 1 100 100 0.5 0.0015 25 6670 -81 4259.755543718435 4374.452252012311 50 TARGET 1 100 100 0.5 0.0015 25 6670 -82 4252.379846643518 4357.302038944129 50 TARGET 1 100 100 0.5 0.0015 25 6670 -83 4255.984217171717 4353.743075284091 50 TARGET 1 100 100 0.5 0.0015 25 6670 -84 4246.702475602378 4364.447162050189 50 TARGET 1 100 100 0.5 0.0015 25 6670 -85 4250.187726878156 4341.591856060606 50 TARGET 1 100 100 0.5 0.0015 25 6670 -86 4253.038700810185 4358.42724609375 50 TARGET 1 100 100 0.5 0.0015 25 6670 -87 4249.46630859375 4360.751094933712 50 TARGET 1 100 100 0.5 0.0015 25 6670 -88 4245.65837081755 4342.792554450758 50 TARGET 1 100 100 0.5 0.0015 25 6670 -89 4246.710095749158 4340.935102982955 50 TARGET 1 100 100 0.5 0.0015 25 6670 -90 4242.344524345012 4362.530998461174 50 TARGET 1 100 100 0.5 0.0015 25 6670 -91 4249.499036589857 4360.086100260417 50 TARGET 1 100 100 0.5 0.0015 25 6670 -92 4242.47465212016 4371.041681463068 50 TARGET 1 100 100 0.5 0.0015 25 6670 -93 4238.030104100905 4361.880326704545 50 TARGET 1 100 100 0.5 0.0015 25 6670 -94 4242.552760679714 4365.868770714962 50 TARGET 1 100 100 0.5 0.0015 25 6670 -95 4244.726465501368 4352.021602746212 50 TARGET 1 100 100 0.5 0.0015 25 6670 -96 4240.79120469013 4342.528157552083 50 TARGET 1 100 100 0.5 0.0015 25 6670 -97 4230.661961410985 4356.202104048295 50 TARGET 1 100 100 0.5 0.0015 25 6670 -98 4236.890996554082 4347.945475260417 50 TARGET 1 100 100 0.5 0.0015 25 6670 -99 4232.415479666456 4381.96923828125 50 TARGET 1 100 100 0.5 0.0015 25 6670 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_50bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_50bs_100e_0k_TARGET.tsv deleted file mode 100644 index 29e06a27e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_50bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5430.342530118897 15786.53897372159 50 TARGET 1 100 100 0.0 0.0015 25 3979 -1 5163.461529356061 11198.276396780304 50 TARGET 1 100 100 0.0 0.0015 25 3979 -2 4948.690171572496 7148.889885179924 50 TARGET 1 100 100 0.0 0.0015 25 3979 -3 4831.19751880787 8960.631895123106 50 TARGET 1 100 100 0.0 0.0015 25 3979 -4 4727.10164470223 6961.642252604167 50 TARGET 1 100 100 0.0 0.0015 25 3979 -5 4651.53859887942 5651.302630800189 50 TARGET 1 100 100 0.0 0.0015 25 3979 -6 4619.833129471801 5285.425130208333 50 TARGET 1 100 100 0.0 0.0015 25 3979 -7 4593.404091369423 4877.54755563447 50 TARGET 1 100 100 0.0 0.0015 25 3979 -8 4560.319714067761 4723.343957149621 50 TARGET 1 100 100 0.0 0.0015 25 3979 -9 4535.755001183712 4708.510135535038 50 TARGET 1 100 100 0.0 0.0015 25 3979 -10 4513.398644649621 4554.052098129735 50 TARGET 1 100 100 0.0 0.0015 25 3979 -11 4489.729095972748 4529.311434659091 50 TARGET 1 100 100 0.0 0.0015 25 3979 -12 4474.250823666351 4562.622898910985 50 TARGET 1 100 100 0.0 0.0015 25 3979 -13 4461.842382154882 4553.271070075758 50 TARGET 1 100 100 0.0 0.0015 25 3979 -14 4450.732691498317 4505.680752840909 50 TARGET 1 100 100 0.0 0.0015 25 3979 -15 4445.214189420244 4463.741802793561 50 TARGET 1 100 100 0.0 0.0015 25 3979 -16 4441.717988807344 4444.346531723485 50 TARGET 1 100 100 0.0 0.0015 25 3979 -17 4427.333754208754 4407.97382516572 50 TARGET 1 100 100 0.0 0.0015 25 3979 -18 4426.964467263783 4438.176195549242 50 TARGET 1 100 100 0.0 0.0015 25 3979 -19 4419.739389336069 4436.347034801136 50 TARGET 1 100 100 0.0 0.0015 25 3979 -20 4411.728203256524 4417.216486150568 50 TARGET 1 100 100 0.0 0.0015 25 3979 -21 4403.579297203809 4428.409845525568 50 TARGET 1 100 100 0.0 0.0015 25 3979 -22 4401.747798624264 4424.515403053977 50 TARGET 1 100 100 0.0 0.0015 25 3979 -23 4392.561916364162 4398.92168264678 50 TARGET 1 100 100 0.0 0.0015 25 3979 -24 4398.911630958018 4414.933253432765 50 TARGET 1 100 100 0.0 0.0015 25 3979 -25 4391.115071614583 4393.488843513258 50 TARGET 1 100 100 0.0 0.0015 25 3979 -26 4385.330380629209 4406.426905776515 50 TARGET 1 100 100 0.0 0.0015 25 3979 -27 4377.438907302188 4408.97382516572 50 TARGET 1 100 100 0.0 0.0015 25 3979 -28 4377.831034958965 4386.506924715909 50 TARGET 1 100 100 0.0 0.0015 25 3979 -29 4378.617537681503 4408.691021543561 50 TARGET 1 100 100 0.0 0.0015 25 3979 -30 4373.3098793928875 4397.217196377841 50 TARGET 1 100 100 0.0 0.0015 25 3979 -31 4368.665731205282 4392.100556344697 50 TARGET 1 100 100 0.0 0.0015 25 3979 -32 4365.568865740741 4366.841338186553 50 TARGET 1 100 100 0.0 0.0015 25 3979 -33 4359.831748474327 4360.983975497159 50 TARGET 1 100 100 0.0 0.0015 25 3979 -34 4356.232326520412 4389.9599609375 50 TARGET 1 100 100 0.0 0.0015 25 3979 -35 4350.712150804924 4361.425692471591 50 TARGET 1 100 100 0.0 0.0015 25 3979 -36 4352.3010015519785 4354.408676609848 50 TARGET 1 100 100 0.0 0.0015 25 3979 -37 4340.730605205703 4360.180738044508 50 TARGET 1 100 100 0.0 0.0015 25 3979 -38 4347.5172575363 4332.085493607955 50 TARGET 1 100 100 0.0 0.0015 25 3979 -39 4332.979704269255 4344.596147017045 50 TARGET 1 100 100 0.0 0.0015 25 3979 -40 4331.619239267677 4336.762266216856 50 TARGET 1 100 100 0.0 0.0015 25 3979 -41 4335.034937592067 4342.678799715909 50 TARGET 1 100 100 0.0 0.0015 25 3979 -42 4335.184075455071 4350.493785511364 50 TARGET 1 100 100 0.0 0.0015 25 3979 -43 4335.113269741688 4344.627012310606 50 TARGET 1 100 100 0.0 0.0015 25 3979 -44 4327.590103509049 4359.623668323864 50 TARGET 1 100 100 0.0 0.0015 25 3979 -45 4317.456498579545 4355.702178030303 50 TARGET 1 100 100 0.0 0.0015 25 3979 -46 4319.325068721065 4349.370161576705 50 TARGET 1 100 100 0.0 0.0015 25 3979 -47 4314.0613442366375 4361.397727272727 50 TARGET 1 100 100 0.0 0.0015 25 3979 -48 4324.384020872791 4339.974890506629 50 TARGET 1 100 100 0.0 0.0015 25 3979 -49 4311.2707166061655 4329.896040482955 50 TARGET 1 100 100 0.0 0.0015 25 3979 -50 4305.957259772201 4340.949337121212 50 TARGET 1 100 100 0.0 0.0015 25 3979 -51 4309.7446272622055 4347.101710464015 50 TARGET 1 100 100 0.0 0.0015 25 3979 -52 4311.75101930766 4308.484937263258 50 TARGET 1 100 100 0.0 0.0015 25 3979 -53 4308.08493956492 4310.204412286932 50 TARGET 1 100 100 0.0 0.0015 25 3979 -54 4305.2243709885315 4308.102420691288 50 TARGET 1 100 100 0.0 0.0015 25 3979 -55 4302.655959004103 4310.710049715909 50 TARGET 1 100 100 0.0 0.0015 25 3979 -56 4301.254006536721 4295.484434185606 50 TARGET 1 100 100 0.0 0.0015 25 3979 -57 4302.401072903514 4316.779341264205 50 TARGET 1 100 100 0.0 0.0015 25 3979 -58 4296.75891729798 4320.934881036932 50 TARGET 1 100 100 0.0 0.0015 25 3979 -59 4291.831935895412 4316.366166548295 50 TARGET 1 100 100 0.0 0.0015 25 3979 -60 4292.295023805766 4312.237127130682 50 TARGET 1 100 100 0.0 0.0015 25 3979 -61 4290.50428766835 4303.097611860795 50 TARGET 1 100 100 0.0 0.0015 25 3979 -62 4288.335858585859 4308.815414891098 50 TARGET 1 100 100 0.0 0.0015 25 3979 -63 4292.464707294297 4287.033661813447 50 TARGET 1 100 100 0.0 0.0015 25 3979 -64 4286.652735032618 4306.534712357955 50 TARGET 1 100 100 0.0 0.0015 25 3979 -65 4293.8431121106905 4288.784919507576 50 TARGET 1 100 100 0.0 0.0015 25 3979 -66 4282.453748092908 4321.300426136364 50 TARGET 1 100 100 0.0 0.0015 25 3979 -67 4283.303574481797 4323.895655776515 50 TARGET 1 100 100 0.0 0.0015 25 3979 -68 4277.9309616345745 4305.943536931818 50 TARGET 1 100 100 0.0 0.0015 25 3979 -69 4276.065567787247 4309.452325994318 50 TARGET 1 100 100 0.0 0.0015 25 3979 -70 4274.981157604693 4289.727820194129 50 TARGET 1 100 100 0.0 0.0015 25 3979 -71 4264.4474859269785 4289.450920336174 50 TARGET 1 100 100 0.0 0.0015 25 3979 -72 4269.293688841541 4292.256776751894 50 TARGET 1 100 100 0.0 0.0015 25 3979 -73 4272.822601010101 4279.229743726326 50 TARGET 1 100 100 0.0 0.0015 25 3979 -74 4268.546179569129 4291.694765033144 50 TARGET 1 100 100 0.0 0.0015 25 3979 -75 4270.677551886048 4303.258064038826 50 TARGET 1 100 100 0.0 0.0015 25 3979 -76 4271.541023845223 4303.362896543561 50 TARGET 1 100 100 0.0 0.0015 25 3979 -77 4271.242621527777 4314.715909090909 50 TARGET 1 100 100 0.0 0.0015 25 3979 -78 4269.075364649095 4308.049538352273 50 TARGET 1 100 100 0.0 0.0015 25 3979 -79 4271.081309514415 4281.3671875 50 TARGET 1 100 100 0.0 0.0015 25 3979 -80 4258.48117075705 4280.286857836174 50 TARGET 1 100 100 0.0 0.0015 25 3979 -81 4262.068227851431 4278.12372750947 50 TARGET 1 100 100 0.0 0.0015 25 3979 -82 4259.001305371423 4285.483294862689 50 TARGET 1 100 100 0.0 0.0015 25 3979 -83 4262.588997067024 4309.527388139205 50 TARGET 1 100 100 0.0 0.0015 25 3979 -84 4258.1770077072815 4281.823109019886 50 TARGET 1 100 100 0.0 0.0015 25 3979 -85 4253.269154763783 4276.716367779356 50 TARGET 1 100 100 0.0 0.0015 25 3979 -86 4251.650076612479 4289.422747987689 50 TARGET 1 100 100 0.0 0.0015 25 3979 -87 4254.8540022622055 4272.942649147727 50 TARGET 1 100 100 0.0 0.0015 25 3979 -88 4249.290838068182 4289.128625118371 50 TARGET 1 100 100 0.0 0.0015 25 3979 -89 4259.46838995423 4280.704575047348 50 TARGET 1 100 100 0.0 0.0015 25 3979 -90 4247.063532460017 4303.889973958333 50 TARGET 1 100 100 0.0 0.0015 25 3979 -91 4250.4770820180975 4263.366122159091 50 TARGET 1 100 100 0.0 0.0015 25 3979 -92 4260.6005505905405 4267.516616358902 50 TARGET 1 100 100 0.0 0.0015 25 3979 -93 4256.9293488268095 4267.201231060606 50 TARGET 1 100 100 0.0 0.0015 25 3979 -94 4249.833729548085 4282.761304450758 50 TARGET 1 100 100 0.0 0.0015 25 3979 -95 4247.258856468329 4262.453820430871 50 TARGET 1 100 100 0.0 0.0015 25 3979 -96 4248.510581071128 4277.128980232008 50 TARGET 1 100 100 0.0 0.0015 25 3979 -97 4245.533748947812 4260.843646425189 50 TARGET 1 100 100 0.0 0.0015 25 3979 -98 4247.480258312289 4293.389825994318 50 TARGET 1 100 100 0.0 0.0015 25 3979 -99 4233.67261646412 4265.038426254735 50 TARGET 1 100 100 0.0 0.0015 25 3979 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_50bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_50bs_100e_1k_TARGET.tsv deleted file mode 100644 index b2453e45c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_50bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5428.705896859217 30191.88340435606 50 TARGET 1 100 100 1.0 0.0015 25 2250 -1 5154.762849852694 19484.341678503788 50 TARGET 1 100 100 1.0 0.0015 25 2250 -2 4947.2897003893095 11621.245383522728 50 TARGET 1 100 100 1.0 0.0015 25 2250 -3 4808.144920888573 7285.4560546875 50 TARGET 1 100 100 1.0 0.0015 25 2250 -4 4731.888002748842 5893.632205847538 50 TARGET 1 100 100 1.0 0.0015 25 2250 -5 4656.351019965277 5482.487201112689 50 TARGET 1 100 100 1.0 0.0015 25 2250 -6 4627.944548019255 5535.419773910985 50 TARGET 1 100 100 1.0 0.0015 25 2250 -7 4586.3033722643095 5130.394427675189 50 TARGET 1 100 100 1.0 0.0015 25 2250 -8 4570.454972906145 5011.299464370265 50 TARGET 1 100 100 1.0 0.0015 25 2250 -9 4545.773845223064 4748.954427083333 50 TARGET 1 100 100 1.0 0.0015 25 2250 -10 4507.822259048821 4625.634721235795 50 TARGET 1 100 100 1.0 0.0015 25 2250 -11 4489.92896412037 4586.694113991477 50 TARGET 1 100 100 1.0 0.0015 25 2250 -12 4483.688160905935 4556.99189157197 50 TARGET 1 100 100 1.0 0.0015 25 2250 -13 4466.794127801452 4606.826408617424 50 TARGET 1 100 100 1.0 0.0015 25 2250 -14 4438.043386337332 4573.394930752841 50 TARGET 1 100 100 1.0 0.0015 25 2250 -15 4440.64782098327 4546.6591796875 50 TARGET 1 100 100 1.0 0.0015 25 2250 -16 4426.5177984269785 4540.324100378788 50 TARGET 1 100 100 1.0 0.0015 25 2250 -17 4421.546297940341 4549.890003551136 50 TARGET 1 100 100 1.0 0.0015 25 2250 -18 4422.0852700178875 4551.82402639678 50 TARGET 1 100 100 1.0 0.0015 25 2250 -19 4410.324912536827 4541.42353219697 50 TARGET 1 100 100 1.0 0.0015 25 2250 -20 4392.058317550505 4509.786532315341 50 TARGET 1 100 100 1.0 0.0015 25 2250 -21 4396.783727575232 4531.368533972538 50 TARGET 1 100 100 1.0 0.0015 25 2250 -22 4400.639451152147 4480.045987215909 50 TARGET 1 100 100 1.0 0.0015 25 2250 -23 4386.220703125 4479.291637073864 50 TARGET 1 100 100 1.0 0.0015 25 2250 -24 4376.940414891098 4454.322990648674 50 TARGET 1 100 100 1.0 0.0015 25 2250 -25 4374.627415101536 4492.865485913826 50 TARGET 1 100 100 1.0 0.0015 25 2250 -26 4376.035111860795 4500.205078125 50 TARGET 1 100 100 1.0 0.0015 25 2250 -27 4368.870802754103 4488.866906368371 50 TARGET 1 100 100 1.0 0.0015 25 2250 -28 4363.150706281565 4452.700372869318 50 TARGET 1 100 100 1.0 0.0015 25 2250 -29 4358.74821785564 4441.624600497159 50 TARGET 1 100 100 1.0 0.0015 25 2250 -30 4360.44416495686 4468.343232125947 50 TARGET 1 100 100 1.0 0.0015 25 2250 -31 4351.635724103009 4440.240574692235 50 TARGET 1 100 100 1.0 0.0015 25 2250 -32 4350.860504458649 4462.812115293561 50 TARGET 1 100 100 1.0 0.0015 25 2250 -33 4356.99766545665 4435.39521188447 50 TARGET 1 100 100 1.0 0.0015 25 2250 -34 4337.539516256313 4425.56171579072 50 TARGET 1 100 100 1.0 0.0015 25 2250 -35 4336.782721419929 4434.903631036932 50 TARGET 1 100 100 1.0 0.0015 25 2250 -36 4346.834949429188 4430.495871803977 50 TARGET 1 100 100 1.0 0.0015 25 2250 -37 4339.35007628367 4485.942101680871 50 TARGET 1 100 100 1.0 0.0015 25 2250 -38 4330.879833491162 4418.609537760417 50 TARGET 1 100 100 1.0 0.0015 25 2250 -39 4335.376754195602 4419.559540719697 50 TARGET 1 100 100 1.0 0.0015 25 2250 -40 4330.648725207807 4403.810221354167 50 TARGET 1 100 100 1.0 0.0015 25 2250 -41 4332.762437197496 4448.713926373106 50 TARGET 1 100 100 1.0 0.0015 25 2250 -42 4328.223307291667 4416.295395359848 50 TARGET 1 100 100 1.0 0.0015 25 2250 -43 4321.510577783039 4398.04668264678 50 TARGET 1 100 100 1.0 0.0015 25 2250 -44 4320.643669770623 4425.83349609375 50 TARGET 1 100 100 1.0 0.0015 25 2250 -45 4310.834602535774 4424.209679805871 50 TARGET 1 100 100 1.0 0.0015 25 2250 -46 4313.871226917614 4408.740219578598 50 TARGET 1 100 100 1.0 0.0015 25 2250 -47 4309.846817787247 4407.561405066288 50 TARGET 1 100 100 1.0 0.0015 25 2250 -48 4309.043141374685 4406.057247277462 50 TARGET 1 100 100 1.0 0.0015 25 2250 -49 4307.728971025358 4418.109952059659 50 TARGET 1 100 100 1.0 0.0015 25 2250 -50 4306.062407933502 4416.375517874053 50 TARGET 1 100 100 1.0 0.0015 25 2250 -51 4302.08275462963 4401.209073153409 50 TARGET 1 100 100 1.0 0.0015 25 2250 -52 4307.836891045876 4379.634854403409 50 TARGET 1 100 100 1.0 0.0015 25 2250 -53 4299.153621172664 4419.060783617424 50 TARGET 1 100 100 1.0 0.0015 25 2250 -54 4291.984307594171 4381.729418205492 50 TARGET 1 100 100 1.0 0.0015 25 2250 -55 4298.48000184133 4402.413603811553 50 TARGET 1 100 100 1.0 0.0015 25 2250 -56 4292.599564985795 4373.280791311553 50 TARGET 1 100 100 1.0 0.0015 25 2250 -57 4288.956309514415 4377.928992069129 50 TARGET 1 100 100 1.0 0.0015 25 2250 -58 4286.656999684344 4388.142208214962 50 TARGET 1 100 100 1.0 0.0015 25 2250 -59 4291.766420717592 4401.007768110795 50 TARGET 1 100 100 1.0 0.0015 25 2250 -60 4279.867659340804 4368.379512902462 50 TARGET 1 100 100 1.0 0.0015 25 2250 -61 4280.564832899306 4377.428622159091 50 TARGET 1 100 100 1.0 0.0015 25 2250 -62 4280.356678766835 4388.729610558712 50 TARGET 1 100 100 1.0 0.0015 25 2250 -63 4280.245408183397 4388.065784801136 50 TARGET 1 100 100 1.0 0.0015 25 2250 -64 4275.307442918771 4381.132250236742 50 TARGET 1 100 100 1.0 0.0015 25 2250 -65 4274.407131207912 4384.69550485322 50 TARGET 1 100 100 1.0 0.0015 25 2250 -66 4274.704744383944 4419.342462713068 50 TARGET 1 100 100 1.0 0.0015 25 2250 -67 4275.539822048611 4387.866092566288 50 TARGET 1 100 100 1.0 0.0015 25 2250 -68 4271.8144514809555 4395.83428030303 50 TARGET 1 100 100 1.0 0.0015 25 2250 -69 4269.834433199179 4397.286991003788 50 TARGET 1 100 100 1.0 0.0015 25 2250 -70 4272.718901252104 4386.669522372159 50 TARGET 1 100 100 1.0 0.0015 25 2250 -71 4277.894146543561 4361.657566879735 50 TARGET 1 100 100 1.0 0.0015 25 2250 -72 4267.753358783144 4377.807143702652 50 TARGET 1 100 100 1.0 0.0015 25 2250 -73 4260.646596170033 4393.932365648674 50 TARGET 1 100 100 1.0 0.0015 25 2250 -74 4265.007123645307 4383.845111268939 50 TARGET 1 100 100 1.0 0.0015 25 2250 -75 4271.929555976431 4377.099209872159 50 TARGET 1 100 100 1.0 0.0015 25 2250 -76 4268.200395885943 4377.859478574811 50 TARGET 1 100 100 1.0 0.0015 25 2250 -77 4264.245271727694 4361.930974786932 50 TARGET 1 100 100 1.0 0.0015 25 2250 -78 4257.8963051741375 4352.280702533144 50 TARGET 1 100 100 1.0 0.0015 25 2250 -79 4253.973088633733 4378.625177556818 50 TARGET 1 100 100 1.0 0.0015 25 2250 -80 4254.716182002315 4334.978870738636 50 TARGET 1 100 100 1.0 0.0015 25 2250 -81 4258.011348839962 4381.413293087121 50 TARGET 1 100 100 1.0 0.0015 25 2250 -82 4261.990681555135 4363.276796283144 50 TARGET 1 100 100 1.0 0.0015 25 2250 -83 4249.308361939709 4351.205166903409 50 TARGET 1 100 100 1.0 0.0015 25 2250 -84 4255.020654132471 4350.925041429924 50 TARGET 1 100 100 1.0 0.0015 25 2250 -85 4244.821024371317 4360.938580137311 50 TARGET 1 100 100 1.0 0.0015 25 2250 -86 4245.618506023779 4359.811848958333 50 TARGET 1 100 100 1.0 0.0015 25 2250 -87 4254.406120120476 4347.54638671875 50 TARGET 1 100 100 1.0 0.0015 25 2250 -88 4246.331230600274 4343.435576467803 50 TARGET 1 100 100 1.0 0.0015 25 2250 -89 4241.051036076915 4347.02655954072 50 TARGET 1 100 100 1.0 0.0015 25 2250 -90 4242.516703493266 4348.1103515625 50 TARGET 1 100 100 1.0 0.0015 25 2250 -91 4244.032803622159 4354.740633877841 50 TARGET 1 100 100 1.0 0.0015 25 2250 -92 4236.752798163931 4349.693152225379 50 TARGET 1 100 100 1.0 0.0015 25 2250 -93 4240.718618476431 4378.409682765152 50 TARGET 1 100 100 1.0 0.0015 25 2250 -94 4240.705157039141 4343.506747159091 50 TARGET 1 100 100 1.0 0.0015 25 2250 -95 4237.8810681686655 4357.935887192235 50 TARGET 1 100 100 1.0 0.0015 25 2250 -96 4243.144580571338 4336.611786813447 50 TARGET 1 100 100 1.0 0.0015 25 2250 -97 4238.772765085753 4341.291060014205 50 TARGET 1 100 100 1.0 0.0015 25 2250 -98 4232.365211358376 4333.701290246212 50 TARGET 1 100 100 1.0 0.0015 25 2250 -99 4238.9555384574915 4366.322546756629 50 TARGET 1 100 100 1.0 0.0015 25 2250 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_50bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_50bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index 6bdfd997b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_50bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5441.557084517045 10972.45987215909 50 TARGET 1 50 100 0.5 0.0015 25 8564 -1 5171.098843250211 12804.671667850378 50 TARGET 1 50 100 0.5 0.0015 25 8564 -2 4961.3258512863 10312.065932765152 50 TARGET 1 50 100 0.5 0.0015 25 8564 -3 4819.081725457702 7190.820652817235 50 TARGET 1 50 100 0.5 0.0015 25 8564 -4 4726.42049564657 5692.081010298295 50 TARGET 1 50 100 0.5 0.0015 25 8564 -5 4661.934522635206 5904.429509943182 50 TARGET 1 50 100 0.5 0.0015 25 8564 -6 4616.06693727641 5700.711322206439 50 TARGET 1 50 100 0.5 0.0015 25 8564 -7 4596.866536458333 5573.260165127841 50 TARGET 1 50 100 0.5 0.0015 25 8564 -8 4565.17703236795 5060.468365293561 50 TARGET 1 50 100 0.5 0.0015 25 8564 -9 4551.837390835438 4688.041015625 50 TARGET 1 50 100 0.5 0.0015 25 8564 -10 4526.776689420244 4687.807410037879 50 TARGET 1 50 100 0.5 0.0015 25 8564 -11 4511.389467592592 4696.488266453598 50 TARGET 1 50 100 0.5 0.0015 25 8564 -12 4486.466514099327 4516.584901751894 50 TARGET 1 50 100 0.5 0.0015 25 8564 -13 4470.925825639205 4535.763080018939 50 TARGET 1 50 100 0.5 0.0015 25 8564 -14 4470.181877367424 4560.845303622159 50 TARGET 1 50 100 0.5 0.0015 25 8564 -15 4459.632192695181 4435.234019886364 50 TARGET 1 50 100 0.5 0.0015 25 8564 -16 4444.927152383207 4394.899813565341 50 TARGET 1 50 100 0.5 0.0015 25 8564 -17 4436.2587874184555 4350.08574514678 50 TARGET 1 50 100 0.5 0.0015 25 8564 -18 4428.21182857218 4345.503447561553 50 TARGET 1 50 100 0.5 0.0015 25 8564 -19 4422.169024226641 4326.720762310606 50 TARGET 1 50 100 0.5 0.0015 25 8564 -20 4420.674395320391 4352.522342566288 50 TARGET 1 50 100 0.5 0.0015 25 8564 -21 4416.496947009154 4374.490604285038 50 TARGET 1 50 100 0.5 0.0015 25 8564 -22 4402.904158775253 4349.745191169508 50 TARGET 1 50 100 0.5 0.0015 25 8564 -23 4404.131735650779 4369.736579663826 50 TARGET 1 50 100 0.5 0.0015 25 8564 -24 4392.8972110427185 4338.551609848485 50 TARGET 1 50 100 0.5 0.0015 25 8564 -25 4396.295352614688 4357.17353219697 50 TARGET 1 50 100 0.5 0.0015 25 8564 -26 4397.826545073127 4324.187041311553 50 TARGET 1 50 100 0.5 0.0015 25 8564 -27 4388.541793258102 4356.920794862689 50 TARGET 1 50 100 0.5 0.0015 25 8564 -28 4379.320388126052 4352.73554391572 50 TARGET 1 50 100 0.5 0.0015 25 8564 -29 4381.1557896675085 4361.689171993371 50 TARGET 1 50 100 0.5 0.0015 25 8564 -30 4374.956171414668 4339.295750473485 50 TARGET 1 50 100 0.5 0.0015 25 8564 -31 4368.547573718961 4324.868755918561 50 TARGET 1 50 100 0.5 0.0015 25 8564 -32 4364.951821272622 4350.322147253788 50 TARGET 1 50 100 0.5 0.0015 25 8564 -33 4367.3320000131525 4304.035363399621 50 TARGET 1 50 100 0.5 0.0015 25 8564 -34 4365.516652527883 4305.242764559659 50 TARGET 1 50 100 0.5 0.0015 25 8564 -35 4353.343656289457 4291.967699455492 50 TARGET 1 50 100 0.5 0.0015 25 8564 -36 4352.664925623421 4275.343394886364 50 TARGET 1 50 100 0.5 0.0015 25 8564 -37 4346.245570943813 4270.985277580492 50 TARGET 1 50 100 0.5 0.0015 25 8564 -38 4348.640736795033 4276.484996448864 50 TARGET 1 50 100 0.5 0.0015 25 8564 -39 4344.493604666456 4260.653601444129 50 TARGET 1 50 100 0.5 0.0015 25 8564 -40 4351.389811197917 4269.388050426136 50 TARGET 1 50 100 0.5 0.0015 25 8564 -41 4349.777989859533 4237.205803148674 50 TARGET 1 50 100 0.5 0.0015 25 8564 -42 4335.544634167193 4261.083140980114 50 TARGET 1 50 100 0.5 0.0015 25 8564 -43 4333.12824698811 4265.494643702652 50 TARGET 1 50 100 0.5 0.0015 25 8564 -44 4334.286816735059 4235.069513494318 50 TARGET 1 50 100 0.5 0.0015 25 8564 -45 4327.8319243871 4253.717921401515 50 TARGET 1 50 100 0.5 0.0015 25 8564 -46 4325.368941695602 4231.871434067235 50 TARGET 1 50 100 0.5 0.0015 25 8564 -47 4327.651686132155 4254.844282670455 50 TARGET 1 50 100 0.5 0.0015 25 8564 -48 4324.857607652041 4253.165926846591 50 TARGET 1 50 100 0.5 0.0015 25 8564 -49 4321.514970670244 4256.771898674242 50 TARGET 1 50 100 0.5 0.0015 25 8564 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_50bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_50bs_50e_0k_TARGET.tsv deleted file mode 100644 index 9ecac6c50..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_50bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5434.679309369739 19623.67169744318 50 TARGET 1 50 100 0.0 0.0015 25 4735 -1 5183.065013744213 16288.20643939394 50 TARGET 1 50 100 0.0 0.0015 25 4735 -2 4979.66291495686 9126.071081912878 50 TARGET 1 50 100 0.0 0.0015 25 4735 -3 4845.526843960438 6535.255104758523 50 TARGET 1 50 100 0.0 0.0015 25 4735 -4 4776.155835700758 5823.326097892992 50 TARGET 1 50 100 0.0 0.0015 25 4735 -5 4702.197397148569 5662.070238517992 50 TARGET 1 50 100 0.0 0.0015 25 4735 -6 4653.497164023043 5892.699884588068 50 TARGET 1 50 100 0.0 0.0015 25 4735 -7 4621.174577809344 5296.421505089962 50 TARGET 1 50 100 0.0 0.0015 25 4735 -8 4559.699105310921 4987.887133049242 50 TARGET 1 50 100 0.0 0.0015 25 4735 -9 4537.047914036195 4970.919344815341 50 TARGET 1 50 100 0.0 0.0015 25 4735 -10 4512.472736808186 4940.197014086174 50 TARGET 1 50 100 0.0 0.0015 25 4735 -11 4509.64705485848 4814.239361387311 50 TARGET 1 50 100 0.0 0.0015 25 4735 -12 4485.966880721276 4818.880445075758 50 TARGET 1 50 100 0.0 0.0015 25 4735 -13 4481.357403790509 4717.13994436553 50 TARGET 1 50 100 0.0 0.0015 25 4735 -14 4454.9196834885315 4664.477997750947 50 TARGET 1 50 100 0.0 0.0015 25 4735 -15 4450.881791548295 4617.387325402462 50 TARGET 1 50 100 0.0 0.0015 25 4735 -16 4451.567090172559 4536.727376302083 50 TARGET 1 50 100 0.0 0.0015 25 4735 -17 4439.349961200547 4535.02275686553 50 TARGET 1 50 100 0.0 0.0015 25 4735 -18 4423.177775476115 4532.543915719697 50 TARGET 1 50 100 0.0 0.0015 25 4735 -19 4420.859984940551 4542.098425662879 50 TARGET 1 50 100 0.0 0.0015 25 4735 -20 4401.549311474116 4489.429776278409 50 TARGET 1 50 100 0.0 0.0015 25 4735 -21 4402.354758522727 4530.916252367424 50 TARGET 1 50 100 0.0 0.0015 25 4735 -22 4411.725937763047 4514.58124704072 50 TARGET 1 50 100 0.0 0.0015 25 4735 -23 4382.391585122054 4449.895419034091 50 TARGET 1 50 100 0.0 0.0015 25 4735 -24 4390.591504235059 4475.108132102273 50 TARGET 1 50 100 0.0 0.0015 25 4735 -25 4379.326558225484 4495.857022372159 50 TARGET 1 50 100 0.0 0.0015 25 4735 -26 4369.284423006103 4479.797585227273 50 TARGET 1 50 100 0.0 0.0015 25 4735 -27 4377.810183541141 4471.323109019886 50 TARGET 1 50 100 0.0 0.0015 25 4735 -28 4359.584569654882 4453.832386363636 50 TARGET 1 50 100 0.0 0.0015 25 4735 -29 4364.305300728641 4424.713452888258 50 TARGET 1 50 100 0.0 0.0015 25 4735 -30 4364.0976283012415 4447.557262073864 50 TARGET 1 50 100 0.0 0.0015 25 4735 -31 4358.162240898569 4471.775834517045 50 TARGET 1 50 100 0.0 0.0015 25 4735 -32 4351.153331820812 4426.206824100379 50 TARGET 1 50 100 0.0 0.0015 25 4735 -33 4348.847526370476 4467.215716737689 50 TARGET 1 50 100 0.0 0.0015 25 4735 -34 4351.875803937815 4459.034756747159 50 TARGET 1 50 100 0.0 0.0015 25 4735 -35 4337.670914877946 4424.772401751894 50 TARGET 1 50 100 0.0 0.0015 25 4735 -36 4335.152878064499 4427.008522727273 50 TARGET 1 50 100 0.0 0.0015 25 4735 -37 4335.94406138205 4422.588645241477 50 TARGET 1 50 100 0.0 0.0015 25 4735 -38 4333.064060198338 4405.048887310606 50 TARGET 1 50 100 0.0 0.0015 25 4735 -39 4328.749434448653 4403.898097182765 50 TARGET 1 50 100 0.0 0.0015 25 4735 -40 4335.213457820391 4401.136274857955 50 TARGET 1 50 100 0.0 0.0015 25 4735 -41 4328.772372159091 4419.313580137311 50 TARGET 1 50 100 0.0 0.0015 25 4735 -42 4325.032001328388 4422.15654592803 50 TARGET 1 50 100 0.0 0.0015 25 4735 -43 4318.970599550189 4427.990308357008 50 TARGET 1 50 100 0.0 0.0015 25 4735 -44 4320.475791443077 4429.724579782197 50 TARGET 1 50 100 0.0 0.0015 25 4735 -45 4321.200857862479 4416.204752604167 50 TARGET 1 50 100 0.0 0.0015 25 4735 -46 4319.377349339752 4398.007501775568 50 TARGET 1 50 100 0.0 0.0015 25 4735 -47 4315.822407012836 4465.731830018939 50 TARGET 1 50 100 0.0 0.0015 25 4735 -48 4310.795429884785 4390.179524739583 50 TARGET 1 50 100 0.0 0.0015 25 4735 -49 4296.114190406671 4391.220244436553 50 TARGET 1 50 100 0.0 0.0015 25 4735 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_50bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_50bs_50e_1k_TARGET.tsv deleted file mode 100644 index aac6df645..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.0015lr_50bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5442.117238465383 11821.492660984848 50 TARGET 1 50 100 1.0 0.0015 25 2897 -1 5176.820518005577 13533.539713541666 50 TARGET 1 50 100 1.0 0.0015 25 2897 -2 4992.486824626473 11011.007753314394 50 TARGET 1 50 100 1.0 0.0015 25 2897 -3 4850.752260561342 7104.765906131629 50 TARGET 1 50 100 1.0 0.0015 25 2897 -4 4755.2864418928875 6379.666977391098 50 TARGET 1 50 100 1.0 0.0015 25 2897 -5 4686.672596735585 5734.34697561553 50 TARGET 1 50 100 1.0 0.0015 25 2897 -6 4643.6797483296505 5200.30791311553 50 TARGET 1 50 100 1.0 0.0015 25 2897 -7 4611.7726105455595 5210.825136126894 50 TARGET 1 50 100 1.0 0.0015 25 2897 -8 4573.384543678977 5056.883996212121 50 TARGET 1 50 100 1.0 0.0015 25 2897 -9 4539.420952690973 4968.153290719697 50 TARGET 1 50 100 1.0 0.0015 25 2897 -10 4524.323352338489 4698.056255918561 50 TARGET 1 50 100 1.0 0.0015 25 2897 -11 4505.799242424242 4670.343912760417 50 TARGET 1 50 100 1.0 0.0015 25 2897 -12 4501.742774423927 4505.497617779356 50 TARGET 1 50 100 1.0 0.0015 25 2897 -13 4485.807288378577 4451.642859256629 50 TARGET 1 50 100 1.0 0.0015 25 2897 -14 4458.1226194234005 4471.910718513258 50 TARGET 1 50 100 1.0 0.0015 25 2897 -15 4458.890587186974 4433.98711233428 50 TARGET 1 50 100 1.0 0.0015 25 2897 -16 4440.352308896254 4439.38506155303 50 TARGET 1 50 100 1.0 0.0015 25 2897 -17 4455.441697245897 4390.958244554924 50 TARGET 1 50 100 1.0 0.0015 25 2897 -18 4438.060824718539 4385.054169625947 50 TARGET 1 50 100 1.0 0.0015 25 2897 -19 4427.635426530935 4350.462994199811 50 TARGET 1 50 100 1.0 0.0015 25 2897 -20 4418.417319352378 4349.396084872159 50 TARGET 1 50 100 1.0 0.0015 25 2897 -21 4413.316396385732 4368.930619673295 50 TARGET 1 50 100 1.0 0.0015 25 2897 -22 4415.069658170244 4388.762532552083 50 TARGET 1 50 100 1.0 0.0015 25 2897 -23 4408.02012639415 4394.041666666667 50 TARGET 1 50 100 1.0 0.0015 25 2897 -24 4405.595964528094 4330.836351799242 50 TARGET 1 50 100 1.0 0.0015 25 2897 -25 4409.907884180345 4325.961706912879 50 TARGET 1 50 100 1.0 0.0015 25 2897 -26 4393.018515230429 4322.786961410985 50 TARGET 1 50 100 1.0 0.0015 25 2897 -27 4382.357489280829 4339.894102154356 50 TARGET 1 50 100 1.0 0.0015 25 2897 -28 4381.549605758102 4315.156605113636 50 TARGET 1 50 100 1.0 0.0015 25 2897 -29 4377.605355310921 4311.177186908144 50 TARGET 1 50 100 1.0 0.0015 25 2897 -30 4380.34247750947 4333.315252130682 50 TARGET 1 50 100 1.0 0.0015 25 2897 -31 4369.608538181292 4329.180042613636 50 TARGET 1 50 100 1.0 0.0015 25 2897 -32 4380.719182383733 4301.828435724432 50 TARGET 1 50 100 1.0 0.0015 25 2897 -33 4367.9501936684555 4316.738976680871 50 TARGET 1 50 100 1.0 0.0015 25 2897 -34 4357.944768321233 4302.821259469697 50 TARGET 1 50 100 1.0 0.0015 25 2897 -35 4356.633946890783 4275.591057054924 50 TARGET 1 50 100 1.0 0.0015 25 2897 -36 4355.912046901305 4284.046786221591 50 TARGET 1 50 100 1.0 0.0015 25 2897 -37 4354.1287993871 4262.418619791667 50 TARGET 1 50 100 1.0 0.0015 25 2897 -38 4350.45185250947 4290.527225378788 50 TARGET 1 50 100 1.0 0.0015 25 2897 -39 4350.568160445602 4302.751065340909 50 TARGET 1 50 100 1.0 0.0015 25 2897 -40 4351.174630418771 4281.509262547348 50 TARGET 1 50 100 1.0 0.0015 25 2897 -41 4337.986334701179 4275.984315814394 50 TARGET 1 50 100 1.0 0.0015 25 2897 -42 4342.293346880261 4266.468838778409 50 TARGET 1 50 100 1.0 0.0015 25 2897 -43 4341.650523792614 4247.325506036932 50 TARGET 1 50 100 1.0 0.0015 25 2897 -44 4337.84489425505 4260.491728811553 50 TARGET 1 50 100 1.0 0.0015 25 2897 -45 4329.868744410248 4252.845081676136 50 TARGET 1 50 100 1.0 0.0015 25 2897 -46 4332.9867259837965 4272.007886482008 50 TARGET 1 50 100 1.0 0.0015 25 2897 -47 4332.321578414352 4252.637606534091 50 TARGET 1 50 100 1.0 0.0015 25 2897 -48 4334.106287484217 4254.568344578598 50 TARGET 1 50 100 1.0 0.0015 25 2897 -49 4322.3128386731905 4267.651885061553 50 TARGET 1 50 100 1.0 0.0015 25 2897 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_25bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_25bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index a5119ce5b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_25bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5391.969970703125 7035.055834221117 25 TARGET 1 100 100 0.5 0.001 25 6640 -1 5078.858380353009 5480.528497869318 25 TARGET 1 100 100 0.5 0.001 25 6640 -2 4869.466295441393 5702.469992897727 25 TARGET 1 100 100 0.5 0.001 25 6640 -3 4740.638920947759 5138.250754616477 25 TARGET 1 100 100 0.5 0.001 25 6640 -4 4683.469680529251 5086.358065518466 25 TARGET 1 100 100 0.5 0.001 25 6640 -5 4618.112514303188 4858.815030184659 25 TARGET 1 100 100 0.5 0.001 25 6640 -6 4582.6694985335125 4797.868171460701 25 TARGET 1 100 100 0.5 0.001 25 6640 -7 4565.246227739636 4600.867646188447 25 TARGET 1 100 100 0.5 0.001 25 6640 -8 4536.568378281513 4545.576068300189 25 TARGET 1 100 100 0.5 0.001 25 6640 -9 4513.749402389783 4529.708651455966 25 TARGET 1 100 100 0.5 0.001 25 6640 -10 4477.386435152304 4495.200335878314 25 TARGET 1 100 100 0.5 0.001 25 6640 -11 4468.28289651068 4533.03798976089 25 TARGET 1 100 100 0.5 0.001 25 6640 -12 4460.7076987321125 4462.345614346591 25 TARGET 1 100 100 0.5 0.001 25 6640 -13 4448.596304023306 4453.427016749527 25 TARGET 1 100 100 0.5 0.001 25 6640 -14 4422.113351943918 4457.889670632102 25 TARGET 1 100 100 0.5 0.001 25 6640 -15 4423.262827658092 4437.438306403883 25 TARGET 1 100 100 0.5 0.001 25 6640 -16 4412.328635475852 4411.771469578598 25 TARGET 1 100 100 0.5 0.001 25 6640 -17 4418.034023503262 4434.965398615057 25 TARGET 1 100 100 0.5 0.001 25 6640 -18 4420.04842204598 4436.28495649858 25 TARGET 1 100 100 0.5 0.001 25 6640 -19 4402.3986512258 4417.891638553504 25 TARGET 1 100 100 0.5 0.001 25 6640 -20 4396.632558495107 4401.263190991951 25 TARGET 1 100 100 0.5 0.001 25 6640 -21 4394.176096084543 4415.047156131629 25 TARGET 1 100 100 0.5 0.001 25 6640 -22 4393.098289207176 4417.028172348485 25 TARGET 1 100 100 0.5 0.001 25 6640 -23 4387.670019695654 4389.653335108902 25 TARGET 1 100 100 0.5 0.001 25 6640 -24 4385.270460135206 4420.931722005208 25 TARGET 1 100 100 0.5 0.001 25 6640 -25 4377.754682239057 4398.984619140625 25 TARGET 1 100 100 0.5 0.001 25 6640 -26 4366.356143630313 4402.370501893939 25 TARGET 1 100 100 0.5 0.001 25 6640 -27 4358.878265894623 4379.330100319602 25 TARGET 1 100 100 0.5 0.001 25 6640 -28 4369.30302290483 4382.437906901042 25 TARGET 1 100 100 0.5 0.001 25 6640 -29 4364.617308337279 4399.403852982955 25 TARGET 1 100 100 0.5 0.001 25 6640 -30 4354.423760719171 4377.67207475142 25 TARGET 1 100 100 0.5 0.001 25 6640 -31 4348.271329012784 4375.424360795455 25 TARGET 1 100 100 0.5 0.001 25 6640 -32 4355.040422946917 4421.972759824811 25 TARGET 1 100 100 0.5 0.001 25 6640 -33 4350.160891137942 4357.318026455966 25 TARGET 1 100 100 0.5 0.001 25 6640 -34 4346.586478390677 4389.576867305871 25 TARGET 1 100 100 0.5 0.001 25 6640 -35 4341.165863550873 4354.33866743608 25 TARGET 1 100 100 0.5 0.001 25 6640 -36 4348.216238721854 4353.214296283144 25 TARGET 1 100 100 0.5 0.001 25 6640 -37 4339.210409761679 4356.100926254735 25 TARGET 1 100 100 0.5 0.001 25 6640 -38 4336.687873198127 4368.054236209754 25 TARGET 1 100 100 0.5 0.001 25 6640 -39 4339.415187026515 4352.732939749053 25 TARGET 1 100 100 0.5 0.001 25 6640 -40 4333.633060750736 4342.280199455492 25 TARGET 1 100 100 0.5 0.001 25 6640 -41 4325.0323802806715 4340.715679746686 25 TARGET 1 100 100 0.5 0.001 25 6640 -42 4325.493674538352 4358.80410304214 25 TARGET 1 100 100 0.5 0.001 25 6640 -43 4323.639401008786 4338.336743903883 25 TARGET 1 100 100 0.5 0.001 25 6640 -44 4318.325497816709 4354.435413707386 25 TARGET 1 100 100 0.5 0.001 25 6640 -45 4326.890682541562 4352.849106297348 25 TARGET 1 100 100 0.5 0.001 25 6640 -46 4313.04273365162 4328.656693892045 25 TARGET 1 100 100 0.5 0.001 25 6640 -47 4322.030771583018 4342.215790719697 25 TARGET 1 100 100 0.5 0.001 25 6640 -48 4308.055362380313 4345.530998461174 25 TARGET 1 100 100 0.5 0.001 25 6640 -49 4305.95818947943 4323.174390388258 25 TARGET 1 100 100 0.5 0.001 25 6640 -50 4305.7078635475855 4338.691088127367 25 TARGET 1 100 100 0.5 0.001 25 6640 -51 4315.38396744134 4383.959073153409 25 TARGET 1 100 100 0.5 0.001 25 6640 -52 4297.500991358902 4326.159386837121 25 TARGET 1 100 100 0.5 0.001 25 6640 -53 4292.111838600852 4318.043826941288 25 TARGET 1 100 100 0.5 0.001 25 6640 -54 4297.703452164878 4358.160503965436 25 TARGET 1 100 100 0.5 0.001 25 6640 -55 4296.952910452178 4323.988310842803 25 TARGET 1 100 100 0.5 0.001 25 6640 -56 4291.313465054188 4351.220858487216 25 TARGET 1 100 100 0.5 0.001 25 6640 -57 4290.846036866056 4335.588978160511 25 TARGET 1 100 100 0.5 0.001 25 6640 -58 4287.240605929082 4316.84648733428 25 TARGET 1 100 100 0.5 0.001 25 6640 -59 4286.704027580492 4324.932091915246 25 TARGET 1 100 100 0.5 0.001 25 6640 -60 4277.708588160248 4293.950801964962 25 TARGET 1 100 100 0.5 0.001 25 6640 -61 4284.702795369055 4316.834117542614 25 TARGET 1 100 100 0.5 0.001 25 6640 -62 4278.30700067077 4306.659283262311 25 TARGET 1 100 100 0.5 0.001 25 6640 -63 4281.302839593855 4313.540897253788 25 TARGET 1 100 100 0.5 0.001 25 6640 -64 4286.575333412247 4301.858346650095 25 TARGET 1 100 100 0.5 0.001 25 6640 -65 4275.25920582781 4328.022964015152 25 TARGET 1 100 100 0.5 0.001 25 6640 -66 4278.274530789668 4304.242631392045 25 TARGET 1 100 100 0.5 0.001 25 6640 -67 4281.192007559317 4292.41035600142 25 TARGET 1 100 100 0.5 0.001 25 6640 -68 4269.2033387258 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6640 -94 4248.605401344171 4275.281856652462 25 TARGET 1 100 100 0.5 0.001 25 6640 -95 4248.023551350089 4279.860129616477 25 TARGET 1 100 100 0.5 0.001 25 6640 -96 4244.198570996423 4288.885986328125 25 TARGET 1 100 100 0.5 0.001 25 6640 -97 4241.070414430766 4273.339385061553 25 TARGET 1 100 100 0.5 0.001 25 6640 -98 4243.531898164589 4275.064342151989 25 TARGET 1 100 100 0.5 0.001 25 6640 -99 4239.994426277752 4277.345547762784 25 TARGET 1 100 100 0.5 0.001 25 6640 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_25bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_25bs_100e_0k_TARGET.tsv deleted file mode 100644 index 6082791e5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_25bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 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9662 -13 4459.649885081281 4425.89120945786 25 TARGET 1 100 100 0.0 0.001 25 9662 -14 4452.732380773885 4474.821651574337 25 TARGET 1 100 100 0.0 0.001 25 9662 -15 4445.015485256208 4424.937840317235 25 TARGET 1 100 100 0.0 0.001 25 9662 -16 4446.244198988584 4387.908217921402 25 TARGET 1 100 100 0.0 0.001 25 9662 -17 4425.022283380682 4407.962172999527 25 TARGET 1 100 100 0.0 0.001 25 9662 -18 4407.757882371896 4370.35654148911 25 TARGET 1 100 100 0.0 0.001 25 9662 -19 4411.838298348064 4414.723514441288 25 TARGET 1 100 100 0.0 0.001 25 9662 -20 4411.267262468435 4382.195186730587 25 TARGET 1 100 100 0.0 0.001 25 9662 -21 4397.443956163194 4349.607488458807 25 TARGET 1 100 100 0.0 0.001 25 9662 -22 4393.017015861742 4371.213275331439 25 TARGET 1 100 100 0.0 0.001 25 9662 -23 4400.762680516098 4363.372233072917 25 TARGET 1 100 100 0.0 0.001 25 9662 -24 4387.899174854009 4346.729669744318 25 TARGET 1 100 100 0.0 0.001 25 9662 -25 4377.850539904251 4358.871611624053 25 TARGET 1 100 100 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TARGET 1 100 100 0.0 0.001 25 9662 -39 4336.2311658249155 4316.284593986742 25 TARGET 1 100 100 0.0 0.001 25 9662 -40 4327.5727555502945 4309.045565518466 25 TARGET 1 100 100 0.0 0.001 25 9662 -41 4335.064576428346 4313.765869140625 25 TARGET 1 100 100 0.0 0.001 25 9662 -42 4330.261926721643 4302.365197383996 25 TARGET 1 100 100 0.0 0.001 25 9662 -43 4322.820319898201 4293.508737275095 25 TARGET 1 100 100 0.0 0.001 25 9662 -44 4321.843738491688 4295.210959694602 25 TARGET 1 100 100 0.0 0.001 25 9662 -45 4323.463073113952 4299.620775627367 25 TARGET 1 100 100 0.0 0.001 25 9662 -46 4321.419292205914 4296.748098662405 25 TARGET 1 100 100 0.0 0.001 25 9662 -47 4324.307723228378 4290.484656131629 25 TARGET 1 100 100 0.0 0.001 25 9662 -48 4311.498835194392 4280.80234227036 25 TARGET 1 100 100 0.0 0.001 25 9662 -49 4310.11454305424 4276.839496034564 25 TARGET 1 100 100 0.0 0.001 25 9662 -50 4307.722718723695 4287.001716382576 25 TARGET 1 100 100 0.0 0.001 25 9662 -51 4301.580433238636 4303.372869318182 25 TARGET 1 100 100 0.0 0.001 25 9662 -52 4307.334753787879 4270.506429036458 25 TARGET 1 100 100 0.0 0.001 25 9662 -53 4302.749603785248 4289.428385416667 25 TARGET 1 100 100 0.0 0.001 25 9662 -54 4308.798958826546 4286.309844045928 25 TARGET 1 100 100 0.0 0.001 25 9662 -55 4296.197808981745 4276.539654356061 25 TARGET 1 100 100 0.0 0.001 25 9662 -56 4304.750396214752 4295.630792791193 25 TARGET 1 100 100 0.0 0.001 25 9662 -57 4298.495473945181 4272.417828184186 25 TARGET 1 100 100 0.0 0.001 25 9662 -58 4303.803357467908 4290.631480823864 25 TARGET 1 100 100 0.0 0.001 25 9662 -59 4287.922458224826 4260.617890329072 25 TARGET 1 100 100 0.0 0.001 25 9662 -60 4297.976444128788 4284.42939897017 25 TARGET 1 100 100 0.0 0.001 25 9662 -61 4288.72968125263 4264.874526515152 25 TARGET 1 100 100 0.0 0.001 25 9662 -62 4287.925893045033 4276.773652047822 25 TARGET 1 100 100 0.0 0.001 25 9662 -63 4283.482883029514 4273.827296401515 25 TARGET 1 100 100 0.0 0.001 25 9662 -64 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1 100 100 0.0 0.001 25 9662 -90 4256.958508424084 4248.122403231534 25 TARGET 1 100 100 0.0 0.001 25 9662 -91 4253.853492608376 4244.636489405777 25 TARGET 1 100 100 0.0 0.001 25 9662 -92 4258.122799857297 4240.050167199337 25 TARGET 1 100 100 0.0 0.001 25 9662 -93 4249.495473945181 4242.882442589962 25 TARGET 1 100 100 0.0 0.001 25 9662 -94 4252.444772020333 4238.703953598485 25 TARGET 1 100 100 0.0 0.001 25 9662 -95 4253.283648250079 4240.09150094697 25 TARGET 1 100 100 0.0 0.001 25 9662 -96 4245.422600023674 4237.494614109848 25 TARGET 1 100 100 0.0 0.001 25 9662 -97 4244.504284791272 4237.798288056345 25 TARGET 1 100 100 0.0 0.001 25 9662 -98 4246.270869502315 4248.599942294034 25 TARGET 1 100 100 0.0 0.001 25 9662 -99 4241.9658219565445 4227.272978811553 25 TARGET 1 100 100 0.0 0.001 25 9662 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_25bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_25bs_100e_1k_TARGET.tsv deleted file mode 100644 index be6c9abc7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_25bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5390.802369397096 6822.976836233428 25 TARGET 1 100 100 1.0 0.001 25 3225 -1 5086.400657782249 5569.276012073864 25 TARGET 1 100 100 1.0 0.001 25 3225 -2 4892.932473333596 5527.977820194129 25 TARGET 1 100 100 1.0 0.001 25 3225 -3 4770.856772477378 5006.971531723485 25 TARGET 1 100 100 1.0 0.001 25 3225 -4 4682.218567511048 5030.689053622159 25 TARGET 1 100 100 1.0 0.001 25 3225 -5 4634.752682258786 4945.160141453598 25 TARGET 1 100 100 1.0 0.001 25 3225 -6 4607.483369666719 4820.442079486269 25 TARGET 1 100 100 1.0 0.001 25 3225 -7 4568.495004570444 4651.908965139678 25 TARGET 1 100 100 1.0 0.001 25 3225 -8 4540.741900614215 4565.911828243371 25 TARGET 1 100 100 1.0 0.001 25 3225 -9 4523.406671697443 4491.276788884943 25 TARGET 1 100 100 1.0 0.001 25 3225 -10 4508.568400476115 4438.428111683239 25 TARGET 1 100 100 1.0 0.001 25 3225 -11 4485.601271504103 4456.595666133996 25 TARGET 1 100 100 1.0 0.001 25 3225 -12 4476.937380806766 4428.431211529356 25 TARGET 1 100 100 1.0 0.001 25 3225 -13 4454.185220532145 4414.87519235322 25 TARGET 1 100 100 1.0 0.001 25 3225 -14 4445.568309231639 4420.341833866004 25 TARGET 1 100 100 1.0 0.001 25 3225 -15 4436.766040121265 4409.941783558239 25 TARGET 1 100 100 1.0 0.001 25 3225 -16 4430.89120945786 4401.958392518939 25 TARGET 1 100 100 1.0 0.001 25 3225 -17 4434.553997823285 4417.660267223011 25 TARGET 1 100 100 1.0 0.001 25 3225 -18 4425.078026357323 4402.545491536458 25 TARGET 1 100 100 1.0 0.001 25 3225 -19 4416.812807436342 4349.416341145833 25 TARGET 1 100 100 1.0 0.001 25 3225 -20 4415.0049773450655 4364.495220762311 25 TARGET 1 100 100 1.0 0.001 25 3225 -21 4395.2115457965065 4384.759262547348 25 TARGET 1 100 100 1.0 0.001 25 3225 -22 4381.115000098643 4381.831668738163 25 TARGET 1 100 100 1.0 0.001 25 3225 -23 4409.162146366004 4391.907263553504 25 TARGET 1 100 100 1.0 0.001 25 3225 -24 4391.77868035827 4346.832504734848 25 TARGET 1 100 100 1.0 0.001 25 3225 -25 4376.776252104377 4371.96416311553 25 TARGET 1 100 100 1.0 0.001 25 3225 -26 4377.58916640362 4369.28017726089 25 TARGET 1 100 100 1.0 0.001 25 3225 -27 4377.132408887048 4343.402084812973 25 TARGET 1 100 100 1.0 0.001 25 3225 -28 4369.628322614162 4321.475082859848 25 TARGET 1 100 100 1.0 0.001 25 3225 -29 4365.4934139572815 4334.752456202652 25 TARGET 1 100 100 1.0 0.001 25 3225 -30 4367.491982816446 4296.475630326705 25 TARGET 1 100 100 1.0 0.001 25 3225 -31 4362.706747652304 4324.644227923769 25 TARGET 1 100 100 1.0 0.001 25 3225 -32 4354.201083918613 4305.844689571496 25 TARGET 1 100 100 1.0 0.001 25 3225 -33 4360.367364234796 4328.625162760417 25 TARGET 1 100 100 1.0 0.001 25 3225 -34 4358.500639533354 4294.163833155777 25 TARGET 1 100 100 1.0 0.001 25 3225 -35 4339.363294402357 4319.796801017992 25 TARGET 1 100 100 1.0 0.001 25 3225 -36 4338.598586779251 4301.597833806818 25 TARGET 1 100 100 1.0 0.001 25 3225 -37 4341.180763527199 4300.015417850379 25 TARGET 1 100 100 1.0 0.001 25 3225 -38 4352.455287740688 4288.314970999053 25 TARGET 1 100 100 1.0 0.001 25 3225 -39 4332.826210510048 4293.633160215436 25 TARGET 1 100 100 1.0 0.001 25 3225 -40 4336.44419701573 4273.681115352746 25 TARGET 1 100 100 1.0 0.001 25 3225 -41 4330.813231599853 4290.134033203125 25 TARGET 1 100 100 1.0 0.001 25 3225 -42 4327.006237505261 4306.482850970644 25 TARGET 1 100 100 1.0 0.001 25 3225 -43 4326.873254846643 4286.681648023201 25 TARGET 1 100 100 1.0 0.001 25 3225 -44 4321.96867519597 4284.85879054214 25 TARGET 1 100 100 1.0 0.001 25 3225 -45 4323.174407650726 4272.340642755682 25 TARGET 1 100 100 1.0 0.001 25 3225 -46 4320.52912918245 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0.001 25 3225 -72 4272.947368377789 4238.03554835464 25 TARGET 1 100 100 1.0 0.001 25 3225 -73 4276.91255491109 4236.502382220644 25 TARGET 1 100 100 1.0 0.001 25 3225 -74 4274.387075507681 4225.747225674716 25 TARGET 1 100 100 1.0 0.001 25 3225 -75 4277.800159390125 4232.574277935606 25 TARGET 1 100 100 1.0 0.001 25 3225 -76 4278.17662957702 4254.123054273201 25 TARGET 1 100 100 1.0 0.001 25 3225 -77 4262.624644064342 4230.883175011837 25 TARGET 1 100 100 1.0 0.001 25 3225 -78 4269.170735677083 4219.645352450284 25 TARGET 1 100 100 1.0 0.001 25 3225 -79 4271.657741148464 4229.48857717803 25 TARGET 1 100 100 1.0 0.001 25 3225 -80 4261.05505823206 4227.355616714015 25 TARGET 1 100 100 1.0 0.001 25 3225 -81 4264.502062453967 4223.201031309186 25 TARGET 1 100 100 1.0 0.001 25 3225 -82 4272.421175459017 4218.226089015152 25 TARGET 1 100 100 1.0 0.001 25 3225 -83 4268.175389967382 4225.43388967803 25 TARGET 1 100 100 1.0 0.001 25 3225 -84 4259.667102338489 4222.351000236742 25 TARGET 1 100 100 1.0 0.001 25 3225 -85 4255.484355271465 4250.21835789536 25 TARGET 1 100 100 1.0 0.001 25 3225 -86 4261.421971998632 4222.753898851799 25 TARGET 1 100 100 1.0 0.001 25 3225 -87 4257.969595860954 4220.554206616951 25 TARGET 1 100 100 1.0 0.001 25 3225 -88 4256.060643462621 4220.851377544981 25 TARGET 1 100 100 1.0 0.001 25 3225 -89 4255.604807022043 4230.14042524858 25 TARGET 1 100 100 1.0 0.001 25 3225 -90 4256.375450468224 4246.502056699811 25 TARGET 1 100 100 1.0 0.001 25 3225 -91 4255.6188948403305 4216.789284446023 25 TARGET 1 100 100 1.0 0.001 25 3225 -92 4256.924738925715 4222.471842447917 25 TARGET 1 100 100 1.0 0.001 25 3225 -93 4251.884862623632 4224.449070785985 25 TARGET 1 100 100 1.0 0.001 25 3225 -94 4253.351338909933 4234.935480291193 25 TARGET 1 100 100 1.0 0.001 25 3225 -95 4250.968573265204 4219.484559955019 25 TARGET 1 100 100 1.0 0.001 25 3225 -96 4250.944649950021 4210.57256155303 25 TARGET 1 100 100 1.0 0.001 25 3225 -97 4250.335187404646 4211.565703420928 25 TARGET 1 100 100 1.0 0.001 25 3225 -98 4241.429803405145 4209.759950580019 25 TARGET 1 100 100 1.0 0.001 25 3225 -99 4249.196485525831 4220.40791459517 25 TARGET 1 100 100 1.0 0.001 25 3225 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_25bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_25bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index f81722dc8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_25bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5388.066661898937 10381.574914180872 25 TARGET 1 50 100 0.5 0.001 25 5283 -1 5077.620103213121 8416.047111742424 25 TARGET 1 50 100 0.5 0.001 25 5283 -2 4869.637793133154 5413.260535037879 25 TARGET 1 50 100 0.5 0.001 25 5283 -3 4748.423463147096 5404.169936671402 25 TARGET 1 50 100 0.5 0.001 25 5283 -4 4684.169311112426 6669.39032907197 25 TARGET 1 50 100 0.5 0.001 25 5283 -5 4616.00861068366 5125.86796431108 25 TARGET 1 50 100 0.5 0.001 25 5283 -6 4578.785748106061 4794.717151988636 25 TARGET 1 50 100 0.5 0.001 25 5283 -7 4541.077671243687 4549.322887073864 25 TARGET 1 50 100 0.5 0.001 25 5283 -8 4530.711376459912 4517.214407256155 25 TARGET 1 50 100 0.5 0.001 25 5283 -9 4523.270756063236 4606.293619791667 25 TARGET 1 50 100 0.5 0.001 25 5283 -10 4488.174651791351 4532.542465672348 25 TARGET 1 50 100 0.5 0.001 25 5283 -11 4485.720917672822 4437.034675366951 25 TARGET 1 50 100 0.5 0.001 25 5283 -12 4456.426319674611 4436.179968631629 25 TARGET 1 50 100 0.5 0.001 25 5283 -13 4451.874727088594 4446.93926077178 25 TARGET 1 50 100 0.5 0.001 25 5283 -14 4444.383611505682 4391.926654237689 25 TARGET 1 50 100 0.5 0.001 25 5283 -15 4438.208933409617 4397.584642814867 25 TARGET 1 50 100 0.5 0.001 25 5283 -16 4427.080750539247 4410.519346294981 25 TARGET 1 50 100 0.5 0.001 25 5283 -17 4431.285753038194 4412.395648378314 25 TARGET 1 50 100 0.5 0.001 25 5283 -18 4412.375530204387 4416.23408647017 25 TARGET 1 50 100 0.5 0.001 25 5283 -19 4394.74782246291 4434.875014796402 25 TARGET 1 50 100 0.5 0.001 25 5283 -20 4387.251965455334 4398.735899029356 25 TARGET 1 50 100 0.5 0.001 25 5283 -21 4396.775595308554 4434.10322709517 25 TARGET 1 50 100 0.5 0.001 25 5283 -22 4393.889032742793 4399.039876302083 25 TARGET 1 50 100 0.5 0.001 25 5283 -23 4380.99872422138 4394.309400153883 25 TARGET 1 50 100 0.5 0.001 25 5283 -24 4383.782110657355 4385.958074396307 25 TARGET 1 50 100 0.5 0.001 25 5283 -25 4392.228393965699 4357.124134410511 25 TARGET 1 50 100 0.5 0.001 25 5283 -26 4387.442289923979 4374.676373106061 25 TARGET 1 50 100 0.5 0.001 25 5283 -27 4376.7646172006525 4360.873949455492 25 TARGET 1 50 100 0.5 0.001 25 5283 -28 4371.481993601378 4350.243090080492 25 TARGET 1 50 100 0.5 0.001 25 5283 -29 4363.798314361058 4396.09941702178 25 TARGET 1 50 100 0.5 0.001 25 5283 -30 4359.07880563447 4347.810406309186 25 TARGET 1 50 100 0.5 0.001 25 5283 -31 4355.4946938460125 4357.4423828125 25 TARGET 1 50 100 0.5 0.001 25 5283 -32 4355.396222149884 4375.564786044034 25 TARGET 1 50 100 0.5 0.001 25 5283 -33 4355.726496738215 4336.597604462595 25 TARGET 1 50 100 0.5 0.001 25 5283 -34 4343.373443911774 4358.395145300663 25 TARGET 1 50 100 0.5 0.001 25 5283 -35 4341.877826112689 4331.540690104167 25 TARGET 1 50 100 0.5 0.001 25 5283 -36 4349.15448922822 4344.539780125473 25 TARGET 1 50 100 0.5 0.001 25 5283 -37 4335.382312710438 4336.784808534564 25 TARGET 1 50 100 0.5 0.001 25 5283 -38 4335.544085056292 4348.225867069129 25 TARGET 1 50 100 0.5 0.001 25 5283 -39 4333.113838581124 4361.219016335227 25 TARGET 1 50 100 0.5 0.001 25 5283 -40 4323.315073751842 4336.090013908617 25 TARGET 1 50 100 0.5 0.001 25 5283 -41 4335.235975477431 4312.608953302557 25 TARGET 1 50 100 0.5 0.001 25 5283 -42 4329.523148148148 4298.653201941288 25 TARGET 1 50 100 0.5 0.001 25 5283 -43 4316.641498398701 4319.667658025568 25 TARGET 1 50 100 0.5 0.001 25 5283 -44 4316.299105146517 4336.199877189867 25 TARGET 1 50 100 0.5 0.001 25 5283 -45 4314.609019064342 4315.400634765625 25 TARGET 1 50 100 0.5 0.001 25 5283 -46 4310.215142144098 4334.12773733428 25 TARGET 1 50 100 0.5 0.001 25 5283 -47 4310.96964107218 4314.742927320076 25 TARGET 1 50 100 0.5 0.001 25 5283 -48 4314.3975850628685 4295.243371212121 25 TARGET 1 50 100 0.5 0.001 25 5283 -49 4309.511040581598 4303.01318359375 25 TARGET 1 50 100 0.5 0.001 25 5283 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_25bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_25bs_50e_0k_TARGET.tsv deleted file mode 100644 index 2e55e1ab0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_25bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5385.918345236217 10092.81162701231 25 TARGET 1 50 100 0.0 0.001 25 3272 -1 5063.158540976168 6263.706483783144 25 TARGET 1 50 100 0.0 0.001 25 3272 -2 4856.82513119476 5963.165667909564 25 TARGET 1 50 100 0.0 0.001 25 3272 -3 4745.323775679977 5280.660622336648 25 TARGET 1 50 100 0.0 0.001 25 3272 -4 4677.995660544245 4890.201586174242 25 TARGET 1 50 100 0.0 0.001 25 3272 -5 4622.9575252854065 4775.02021188447 25 TARGET 1 50 100 0.0 0.001 25 3272 -6 4577.26374339094 4654.808268229167 25 TARGET 1 50 100 0.0 0.001 25 3272 -7 4567.810986656934 4700.589207504735 25 TARGET 1 50 100 0.0 0.001 25 3272 -8 4528.739047374789 4509.208044803504 25 TARGET 1 50 100 0.0 0.001 25 3272 -9 4527.461546618529 4569.391283439867 25 TARGET 1 50 100 0.0 0.001 25 3272 -10 4507.489155881734 4525.157196969697 25 TARGET 1 50 100 0.0 0.001 25 3272 -11 4487.530229048295 4451.370857007576 25 TARGET 1 50 100 0.0 0.001 25 3272 -12 4452.465084602536 4451.690459280303 25 TARGET 1 50 100 0.0 0.001 25 3272 -13 4453.795037780145 4428.597020004735 25 TARGET 1 50 100 0.0 0.001 25 3272 -14 4448.0251407302185 4407.875909978693 25 TARGET 1 50 100 0.0 0.001 25 3272 -15 4453.172799775095 4409.429761482008 25 TARGET 1 50 100 0.0 0.001 25 3272 -16 4425.912150476115 4399.965701941288 25 TARGET 1 50 100 0.0 0.001 25 3272 -17 4419.365162037037 4388.683061079545 25 TARGET 1 50 100 0.0 0.001 25 3272 -18 4412.541087962963 4405.234633937027 25 TARGET 1 50 100 0.0 0.001 25 3272 -19 4404.752338653461 4423.378699100379 25 TARGET 1 50 100 0.0 0.001 25 3272 -20 4414.143802116214 4383.196984493371 25 TARGET 1 50 100 0.0 0.001 25 3272 -21 4402.091954703283 4416.734545158617 25 TARGET 1 50 100 0.0 0.001 25 3272 -22 4398.614330972485 4383.698279178504 25 TARGET 1 50 100 0.0 0.001 25 3272 -23 4390.486403751052 4376.471849846117 25 TARGET 1 50 100 0.0 0.001 25 3272 -24 4392.154006701126 4398.471835049716 25 TARGET 1 50 100 0.0 0.001 25 3272 -25 4372.671353837858 4369.022520123106 25 TARGET 1 50 100 0.0 0.001 25 3272 -26 4385.141720755734 4336.003565932765 25 TARGET 1 50 100 0.0 0.001 25 3272 -27 4368.412600944339 4359.830462831439 25 TARGET 1 50 100 0.0 0.001 25 3272 -28 4372.6512175794405 4343.142489346591 25 TARGET 1 50 100 0.0 0.001 25 3272 -29 4369.530144379998 4353.572398792614 25 TARGET 1 50 100 0.0 0.001 25 3272 -30 4362.393990359323 4348.718306107955 25 TARGET 1 50 100 0.0 0.001 25 3272 -31 4362.550077598906 4362.448330965909 25 TARGET 1 50 100 0.0 0.001 25 3272 -32 4354.390459773516 4335.582571318655 25 TARGET 1 50 100 0.0 0.001 25 3272 -33 4352.94566185948 4333.395981297348 25 TARGET 1 50 100 0.0 0.001 25 3272 -34 4345.61271076652 4368.99580522017 25 TARGET 1 50 100 0.0 0.001 25 3272 -35 4343.33591283933 4340.963452888258 25 TARGET 1 50 100 0.0 0.001 25 3272 -36 4347.712809244792 4361.192545572917 25 TARGET 1 50 100 0.0 0.001 25 3272 -37 4334.572253294666 4318.54374556108 25 TARGET 1 50 100 0.0 0.001 25 3272 -38 4338.06047535906 4350.069942589962 25 TARGET 1 50 100 0.0 0.001 25 3272 -39 4336.025885482429 4332.012858072917 25 TARGET 1 50 100 0.0 0.001 25 3272 -40 4346.891025324863 4314.250806403883 25 TARGET 1 50 100 0.0 0.001 25 3272 -41 4327.446582524463 4327.876235499527 25 TARGET 1 50 100 0.0 0.001 25 3272 -42 4330.7618091724535 4315.00800485322 25 TARGET 1 50 100 0.0 0.001 25 3272 -43 4331.9074649489685 4309.707497336648 25 TARGET 1 50 100 0.0 0.001 25 3272 -44 4320.47221071391 4341.668523615057 25 TARGET 1 50 100 0.0 0.001 25 3272 -45 4316.410111860795 4315.401751893939 25 TARGET 1 50 100 0.0 0.001 25 3272 -46 4316.801974826389 4312.631318063447 25 TARGET 1 50 100 0.0 0.001 25 3272 -47 4313.431463890204 4319.784349846117 25 TARGET 1 50 100 0.0 0.001 25 3272 -48 4313.448920355902 4324.810006806345 25 TARGET 1 50 100 0.0 0.001 25 3272 -49 4308.101078328861 4306.071429628314 25 TARGET 1 50 100 0.0 0.001 25 3272 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_25bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_25bs_50e_1k_TARGET.tsv deleted file mode 100644 index b36383fe1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_25bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5402.372565169929 8087.64336233428 25 TARGET 1 50 100 1.0 0.001 25 2386 -1 5093.325898141572 6049.42910304214 25 TARGET 1 50 100 1.0 0.001 25 2386 -2 4873.799788247054 5536.058275627367 25 TARGET 1 50 100 1.0 0.001 25 2386 -3 4752.9220657091755 5443.912249940814 25 TARGET 1 50 100 1.0 0.001 25 2386 -4 4692.007119535196 4825.131258877841 25 TARGET 1 50 100 1.0 0.001 25 2386 -5 4634.49299308186 4928.807380445076 25 TARGET 1 50 100 1.0 0.001 25 2386 -6 4587.412175958807 4590.671364524148 25 TARGET 1 50 100 1.0 0.001 25 2386 -7 4569.328216244476 4567.427778764205 25 TARGET 1 50 100 1.0 0.001 25 2386 -8 4532.55739277541 4495.689171993371 25 TARGET 1 50 100 1.0 0.001 25 2386 -9 4510.7609805739685 4538.918494022254 25 TARGET 1 50 100 1.0 0.001 25 2386 -10 4487.075035840173 4446.42685398911 25 TARGET 1 50 100 1.0 0.001 25 2386 -11 4483.58183149858 4441.970599550189 25 TARGET 1 50 100 1.0 0.001 25 2386 -12 4475.414876302083 4392.778705018939 25 TARGET 1 50 100 1.0 0.001 25 2386 -13 4461.953740694707 4420.114849668561 25 TARGET 1 50 100 1.0 0.001 25 2386 -14 4455.97293080545 4372.861498283617 25 TARGET 1 50 100 1.0 0.001 25 2386 -15 4438.836840902515 4462.755452473958 25 TARGET 1 50 100 1.0 0.001 25 2386 -16 4441.97917488689 4391.699980764678 25 TARGET 1 50 100 1.0 0.001 25 2386 -17 4419.400373362531 4418.043087121212 25 TARGET 1 50 100 1.0 0.001 25 2386 -18 4410.388088239162 4378.73261422822 25 TARGET 1 50 100 1.0 0.001 25 2386 -19 4416.227559613058 4354.841005267519 25 TARGET 1 50 100 1.0 0.001 25 2386 -20 4414.302124434449 4374.169988458807 25 TARGET 1 50 100 1.0 0.001 25 2386 -21 4403.964986781882 4371.403830788352 25 TARGET 1 50 100 1.0 0.001 25 2386 -22 4413.8901646675085 4350.257094874527 25 TARGET 1 50 100 1.0 0.001 25 2386 -23 4393.451894432607 4328.641024502841 25 TARGET 1 50 100 1.0 0.001 25 2386 -24 4392.087930082071 4352.206372810133 25 TARGET 1 50 100 1.0 0.001 25 2386 -25 4386.248234296086 4328.232887961648 25 TARGET 1 50 100 1.0 0.001 25 2386 -26 4378.930046723748 4349.886807528409 25 TARGET 1 50 100 1.0 0.001 25 2386 -27 4376.759543678977 4328.284238873106 25 TARGET 1 50 100 1.0 0.001 25 2386 -28 4376.057048348064 4298.187130089962 25 TARGET 1 50 100 1.0 0.001 25 2386 -29 4376.319066314183 4314.707489938447 25 TARGET 1 50 100 1.0 0.001 25 2386 -30 4376.297429865057 4300.180893406723 25 TARGET 1 50 100 1.0 0.001 25 2386 -31 4362.772622875895 4313.094075520833 25 TARGET 1 50 100 1.0 0.001 25 2386 -32 4363.831042357166 4309.913685191761 25 TARGET 1 50 100 1.0 0.001 25 2386 -33 4357.084739813499 4335.395611387311 25 TARGET 1 50 100 1.0 0.001 25 2386 -34 4356.822888717908 4325.803984670928 25 TARGET 1 50 100 1.0 0.001 25 2386 -35 4349.222543632944 4321.997551195549 25 TARGET 1 50 100 1.0 0.001 25 2386 -36 4346.375934639363 4286.549664121686 25 TARGET 1 50 100 1.0 0.001 25 2386 -37 4347.185626611164 4307.544381806345 25 TARGET 1 50 100 1.0 0.001 25 2386 -38 4342.81374043166 4296.97158351089 25 TARGET 1 50 100 1.0 0.001 25 2386 -39 4346.648598616372 4283.496700402462 25 TARGET 1 50 100 1.0 0.001 25 2386 -40 4329.263530487164 4296.641542376894 25 TARGET 1 50 100 1.0 0.001 25 2386 -41 4337.92792344013 4297.391712535511 25 TARGET 1 50 100 1.0 0.001 25 2386 -42 4324.700661399148 4314.764056581439 25 TARGET 1 50 100 1.0 0.001 25 2386 -43 4333.588096130577 4283.051151160038 25 TARGET 1 50 100 1.0 0.001 25 2386 -44 4322.096421572496 4282.873106060606 25 TARGET 1 50 100 1.0 0.001 25 2386 -45 4332.6503889809555 4277.96894235322 25 TARGET 1 50 100 1.0 0.001 25 2386 -46 4319.99573370423 4299.513050426136 25 TARGET 1 50 100 1.0 0.001 25 2386 -47 4323.529659386837 4280.136126893939 25 TARGET 1 50 100 1.0 0.001 25 2386 -48 4319.0310296980215 4271.524909741951 25 TARGET 1 50 100 1.0 0.001 25 2386 -49 4313.5672923900465 4259.409409031723 25 TARGET 1 50 100 1.0 0.001 25 2386 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_50bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_50bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index 09215e60b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_50bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5469.30927438447 12731.44989938447 50 TARGET 1 100 100 0.5 0.001 25 8919 -1 5282.483668060817 9695.447531960228 50 TARGET 1 100 100 0.5 0.001 25 8919 -2 5112.693924926347 9191.80948153409 50 TARGET 1 100 100 0.5 0.001 25 8919 -3 4972.355329006208 7940.734434185606 50 TARGET 1 100 100 0.5 0.001 25 8919 -4 4872.321619515467 5945.965509588068 50 TARGET 1 100 100 0.5 0.001 25 8919 -5 4794.705924807976 5700.751509232955 50 TARGET 1 100 100 0.5 0.001 25 8919 -6 4750.881724142467 5369.475659919508 50 TARGET 1 100 100 0.5 0.001 25 8919 -7 4693.025936447812 7720.039521188447 50 TARGET 1 100 100 0.5 0.001 25 8919 -8 4656.534219144571 5987.268155184659 50 TARGET 1 100 100 0.5 0.001 25 8919 -9 4616.466083359638 5117.383937026515 50 TARGET 1 100 100 0.5 0.001 25 8919 -10 4596.703136508312 4794.229699337121 50 TARGET 1 100 100 0.5 0.001 25 8919 -11 4574.352601536195 4666.025508996212 50 TARGET 1 100 100 0.5 0.001 25 8919 -12 4569.655863649516 4671.006229285038 50 TARGET 1 100 100 0.5 0.001 25 8919 -13 4538.168999565973 4548.344963304924 50 TARGET 1 100 100 0.5 0.001 25 8919 -14 4530.9949264783245 4539.758330374053 50 TARGET 1 100 100 0.5 0.001 25 8919 -15 4521.877982296927 4559.50439453125 50 TARGET 1 100 100 0.5 0.001 25 8919 -16 4508.869813039247 4620.462062026515 50 TARGET 1 100 100 0.5 0.001 25 8919 -17 4484.972426083754 4567.965657552083 50 TARGET 1 100 100 0.5 0.001 25 8919 -18 4484.420987215909 4539.311405066288 50 TARGET 1 100 100 0.5 0.001 25 8919 -19 4468.191603535353 4484.202562736742 50 TARGET 1 100 100 0.5 0.001 25 8919 -20 4458.607448179714 4497.115056818182 50 TARGET 1 100 100 0.5 0.001 25 8919 -21 4463.319234006734 4432.518051609848 50 TARGET 1 100 100 0.5 0.001 25 8919 -22 4452.722217290088 4440.09326171875 50 TARGET 1 100 100 0.5 0.001 25 8919 -23 4442.808174518624 4479.304273200758 50 TARGET 1 100 100 0.5 0.001 25 8919 -24 4438.6377561421505 4474.867882930871 50 TARGET 1 100 100 0.5 0.001 25 8919 -25 4430.258233375421 4443.957149621212 50 TARGET 1 100 100 0.5 0.001 25 8919 -26 4430.542677754103 4430.885727391098 50 TARGET 1 100 100 0.5 0.001 25 8919 -27 4428.211008193918 4424.554746685606 50 TARGET 1 100 100 0.5 0.001 25 8919 -28 4423.248380616056 4422.727805397727 50 TARGET 1 100 100 0.5 0.001 25 8919 -29 4427.125876275779 4416.521632339015 50 TARGET 1 100 100 0.5 0.001 25 8919 -30 4416.895031039562 4395.222241950758 50 TARGET 1 100 100 0.5 0.001 25 8919 -31 4409.218135127315 4431.273792613636 50 TARGET 1 100 100 0.5 0.001 25 8919 -32 4411.149211845012 4406.901751893939 50 TARGET 1 100 100 0.5 0.001 25 8919 -33 4396.955773555871 4396.857170336174 50 TARGET 1 100 100 0.5 0.001 25 8919 -34 4401.86638191814 4379.525213068182 50 TARGET 1 100 100 0.5 0.001 25 8919 -35 4396.916170165194 4387.413662997159 50 TARGET 1 100 100 0.5 0.001 25 8919 -36 4390.119972511574 4382.904622395833 50 TARGET 1 100 100 0.5 0.001 25 8919 -37 4383.8020257917715 4397.597597064394 50 TARGET 1 100 100 0.5 0.001 25 8919 -38 4384.003584017256 4418.063950047348 50 TARGET 1 100 100 0.5 0.001 25 8919 -39 4368.815546414668 4409.668915719697 50 TARGET 1 100 100 0.5 0.001 25 8919 -40 4366.196026015362 4423.38739938447 50 TARGET 1 100 100 0.5 0.001 25 8919 -41 4370.052915219908 4389.924923058712 50 TARGET 1 100 100 0.5 0.001 25 8919 -42 4367.120852075442 4388.783247514205 50 TARGET 1 100 100 0.5 0.001 25 8919 -43 4368.982334740635 4388.651944247159 50 TARGET 1 100 100 0.5 0.001 25 8919 -44 4358.365199850063 4411.551373106061 50 TARGET 1 100 100 0.5 0.001 25 8919 -45 4359.714296283144 4443.218113754735 50 TARGET 1 100 100 0.5 0.001 25 8919 -46 4362.905538128683 4417.11396188447 50 TARGET 1 100 100 0.5 0.001 25 8919 -47 4355.466573284933 4442.26611328125 50 TARGET 1 100 100 0.5 0.001 25 8919 -48 4348.391688696865 4357.203761245265 50 TARGET 1 100 100 0.5 0.001 25 8919 -49 4346.436454387626 4350.270892518939 50 TARGET 1 100 100 0.5 0.001 25 8919 -50 4356.467082938762 4391.101828835227 50 TARGET 1 100 100 0.5 0.001 25 8919 -51 4342.085524844802 4350.105202414773 50 TARGET 1 100 100 0.5 0.001 25 8919 -52 4343.585957228535 4364.877219460227 50 TARGET 1 100 100 0.5 0.001 25 8919 -53 4341.548897174874 4392.040068655303 50 TARGET 1 100 100 0.5 0.001 25 8919 -54 4340.346766821865 4369.014426491477 50 TARGET 1 100 100 0.5 0.001 25 8919 -55 4326.377217816183 4353.584295099432 50 TARGET 1 100 100 0.5 0.001 25 8919 -56 4336.481132944024 4344.357421875 50 TARGET 1 100 100 0.5 0.001 25 8919 -57 4329.04678950968 4346.647668087121 50 TARGET 1 100 100 0.5 0.001 25 8919 -58 4332.391966540404 4354.733635179924 50 TARGET 1 100 100 0.5 0.001 25 8919 -59 4329.152370054714 4329.791355942235 50 TARGET 1 100 100 0.5 0.001 25 8919 -60 4328.8518600720745 4363.719696969697 50 TARGET 1 100 100 0.5 0.001 25 8919 -61 4331.761274857955 4336.281471946023 50 TARGET 1 100 100 0.5 0.001 25 8919 -62 4330.773422703598 4331.077089251894 50 TARGET 1 100 100 0.5 0.001 25 8919 -63 4326.767168757891 4337.743785511364 50 TARGET 1 100 100 0.5 0.001 25 8919 -64 4324.3693609269785 4348.656664299242 50 TARGET 1 100 100 0.5 0.001 25 8919 -65 4313.1939380787035 4352.174686316288 50 TARGET 1 100 100 0.5 0.001 25 8919 -66 4319.726774581755 4312.529829545455 50 TARGET 1 100 100 0.5 0.001 25 8919 -67 4328.486762152777 4337.954501065341 50 TARGET 1 100 100 0.5 0.001 25 8919 -68 4316.369836055871 4321.471206202652 50 TARGET 1 100 100 0.5 0.001 25 8919 -69 4314.440599024095 4341.996138139205 50 TARGET 1 100 100 0.5 0.001 25 8919 -70 4305.061531657723 4336.526633522727 50 TARGET 1 100 100 0.5 0.001 25 8919 -71 4311.644549334491 4328.742365056818 50 TARGET 1 100 100 0.5 0.001 25 8919 -72 4304.569187973485 4330.92803030303 50 TARGET 1 100 100 0.5 0.001 25 8919 -73 4305.109412813026 4314.981844815341 50 TARGET 1 100 100 0.5 0.001 25 8919 -74 4309.765417850379 4325.71630859375 50 TARGET 1 100 100 0.5 0.001 25 8919 -75 4299.534871830282 4329.197975852273 50 TARGET 1 100 100 0.5 0.001 25 8919 -76 4307.0466957991375 4332.191554214015 50 TARGET 1 100 100 0.5 0.001 25 8919 -77 4306.154609243476 4334.344519412879 50 TARGET 1 100 100 0.5 0.001 25 8919 -78 4296.914249921086 4325.711795691288 50 TARGET 1 100 100 0.5 0.001 25 8919 -79 4294.856525870686 4314.478604403409 50 TARGET 1 100 100 0.5 0.001 25 8919 -80 4294.313292429503 4310.533706202652 50 TARGET 1 100 100 0.5 0.001 25 8919 -81 4291.381482467908 4323.91259765625 50 TARGET 1 100 100 0.5 0.001 25 8919 -82 4291.400571469908 4305.184333570076 50 TARGET 1 100 100 0.5 0.001 25 8919 -83 4289.114124644886 4316.939231178977 50 TARGET 1 100 100 0.5 0.001 25 8919 -84 4294.525944668035 4308.195948745265 50 TARGET 1 100 100 0.5 0.001 25 8919 -85 4292.786009509154 4313.021573153409 50 TARGET 1 100 100 0.5 0.001 25 8919 -86 4288.591507523148 4324.709650213068 50 TARGET 1 100 100 0.5 0.001 25 8919 -87 4281.823444404988 4317.073626893939 50 TARGET 1 100 100 0.5 0.001 25 8919 -88 4285.868063775779 4326.295424952652 50 TARGET 1 100 100 0.5 0.001 25 8919 -89 4283.581930963279 4308.627115885417 50 TARGET 1 100 100 0.5 0.001 25 8919 -90 4282.015769675926 4294.08232717803 50 TARGET 1 100 100 0.5 0.001 25 8919 -91 4288.616314512311 4317.782448508523 50 TARGET 1 100 100 0.5 0.001 25 8919 -92 4279.117047756208 4318.026811079545 50 TARGET 1 100 100 0.5 0.001 25 8919 -93 4285.902309225063 4310.527003432765 50 TARGET 1 100 100 0.5 0.001 25 8919 -94 4287.510643544823 4292.234508167614 50 TARGET 1 100 100 0.5 0.001 25 8919 -95 4283.716773858376 4314.087994199811 50 TARGET 1 100 100 0.5 0.001 25 8919 -96 4277.732655329335 4312.528335108902 50 TARGET 1 100 100 0.5 0.001 25 8919 -97 4277.554023305976 4298.088408499053 50 TARGET 1 100 100 0.5 0.001 25 8919 -98 4272.862876815026 4292.625517874053 50 TARGET 1 100 100 0.5 0.001 25 8919 -99 4276.1553013862585 4289.839799360795 50 TARGET 1 100 100 0.5 0.001 25 8919 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_50bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_50bs_100e_0k_TARGET.tsv deleted file mode 100644 index 908189021..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_50bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5473.231583412247 11301.961470170454 50 TARGET 1 100 100 0.0 0.001 25 8716 -1 5274.9844029487585 8427.512917258522 50 TARGET 1 100 100 0.0 0.001 25 8716 -2 5110.99785452178 7756.158351089015 50 TARGET 1 100 100 0.0 0.001 25 8716 -3 4983.950626052188 6022.870043205492 50 TARGET 1 100 100 0.0 0.001 25 8716 -4 4877.385092789878 5373.493533972538 50 TARGET 1 100 100 0.0 0.001 25 8716 -5 4790.7062338883625 5146.580433238636 50 TARGET 1 100 100 0.0 0.001 25 8716 -6 4750.348121514626 4845.307898319129 50 TARGET 1 100 100 0.0 0.001 25 8716 -7 4696.5769281355215 4848.019945549242 50 TARGET 1 100 100 0.0 0.001 25 8716 -8 4659.634939893729 4875.949603456439 50 TARGET 1 100 100 0.0 0.001 25 8716 -9 4636.218611900253 4701.463201349432 50 TARGET 1 100 100 0.0 0.001 25 8716 -10 4602.2683754866375 4612.250251538826 50 TARGET 1 100 100 0.0 0.001 25 8716 -11 4591.419379340277 4609.262488162879 50 TARGET 1 100 100 0.0 0.001 25 8716 -12 4571.979911418876 4591.941169507576 50 TARGET 1 100 100 0.0 0.001 25 8716 -13 4552.218251854482 4601.06396484375 50 TARGET 1 100 100 0.0 0.001 25 8716 -14 4531.318193326494 4584.095259232955 50 TARGET 1 100 100 0.0 0.001 25 8716 -15 4522.691751499368 4562.64140920928 50 TARGET 1 100 100 0.0 0.001 25 8716 -16 4508.216086647727 4488.683164654356 50 TARGET 1 100 100 0.0 0.001 25 8716 -17 4491.982895359848 4492.039787523674 50 TARGET 1 100 100 0.0 0.001 25 8716 -18 4503.5469062368475 4456.09209280303 50 TARGET 1 100 100 0.0 0.001 25 8716 -19 4485.692647503683 4460.452089251894 50 TARGET 1 100 100 0.0 0.001 25 8716 -20 4482.080448035038 4444.160570549242 50 TARGET 1 100 100 0.0 0.001 25 8716 -21 4465.965463554819 4447.685073390152 50 TARGET 1 100 100 0.0 0.001 25 8716 -22 4465.775027291141 4436.776707504735 50 TARGET 1 100 100 0.0 0.001 25 8716 -23 4469.73978883891 4458.046253551136 50 TARGET 1 100 100 0.0 0.001 25 8716 -24 4449.502255629209 4416.274014559659 50 TARGET 1 100 100 0.0 0.001 25 8716 -25 4451.392744173506 4461.118755918561 50 TARGET 1 100 100 0.0 0.001 25 8716 -26 4437.17624487058 4400.324647845644 50 TARGET 1 100 100 0.0 0.001 25 8716 -27 4439.853481100063 4422.217255563447 50 TARGET 1 100 100 0.0 0.001 25 8716 -28 4435.46053142098 4392.7919921875 50 TARGET 1 100 100 0.0 0.001 25 8716 -29 4422.018298216541 4414.815414891098 50 TARGET 1 100 100 0.0 0.001 25 8716 -30 4409.023825494529 4420.963941169508 50 TARGET 1 100 100 0.0 0.001 25 8716 -31 4416.184581820812 4385.213408499053 50 TARGET 1 100 100 0.0 0.001 25 8716 -32 4410.5836457018095 4400.024029356061 50 TARGET 1 100 100 0.0 0.001 25 8716 -33 4407.798750854903 4399.473307291667 50 TARGET 1 100 100 0.0 0.001 25 8716 -34 4412.017181910248 4420.409727154356 50 TARGET 1 100 100 0.0 0.001 25 8716 -35 4393.183692392677 4438.458466500947 50 TARGET 1 100 100 0.0 0.001 25 8716 -36 4391.554710516624 4381.802349668561 50 TARGET 1 100 100 0.0 0.001 25 8716 -37 4389.453956886574 4388.441583806818 50 TARGET 1 100 100 0.0 0.001 25 8716 -38 4386.856348313868 4373.184955018939 50 TARGET 1 100 100 0.0 0.001 25 8716 -39 4388.518243963068 4362.755001183712 50 TARGET 1 100 100 0.0 0.001 25 8716 -40 4377.640483612164 4370.019679214015 50 TARGET 1 100 100 0.0 0.001 25 8716 -41 4378.782042429503 4377.774931936553 50 TARGET 1 100 100 0.0 0.001 25 8716 -42 4381.247663812605 4348.766083688447 50 TARGET 1 100 100 0.0 0.001 25 8716 -43 4378.793410998001 4358.047215317235 50 TARGET 1 100 100 0.0 0.001 25 8716 -44 4371.937984993161 4382.640787760417 50 TARGET 1 100 100 0.0 0.001 25 8716 -45 4367.018391927083 4334.340050899621 50 TARGET 1 100 100 0.0 0.001 25 8716 -46 4367.517739241372 4357.312026515152 50 TARGET 1 100 100 0.0 0.001 25 8716 -47 4360.7191182659935 4326.744910037879 50 TARGET 1 100 100 0.0 0.001 25 8716 -48 4357.435239438658 4347.085330847538 50 TARGET 1 100 100 0.0 0.001 25 8716 -49 4359.858424742214 4335.125961766098 50 TARGET 1 100 100 0.0 0.001 25 8716 -50 4363.572535248317 4348.721294981061 50 TARGET 1 100 100 0.0 0.001 25 8716 -51 4354.563389428135 4357.959827769886 50 TARGET 1 100 100 0.0 0.001 25 8716 -52 4355.840008154461 4320.467699455492 50 TARGET 1 100 100 0.0 0.001 25 8716 -53 4342.265552662037 4338.95732717803 50 TARGET 1 100 100 0.0 0.001 25 8716 -54 4354.12058080808 4329.540601325758 50 TARGET 1 100 100 0.0 0.001 25 8716 -55 4345.79161076915 4326.362807765152 50 TARGET 1 100 100 0.0 0.001 25 8716 -56 4346.198424676452 4327.759839607008 50 TARGET 1 100 100 0.0 0.001 25 8716 -57 4345.492545901726 4328.6591796875 50 TARGET 1 100 100 0.0 0.001 25 8716 -58 4340.166750512942 4338.702769886364 50 TARGET 1 100 100 0.0 0.001 25 8716 -59 4349.300274884259 4347.220259232955 50 TARGET 1 100 100 0.0 0.001 25 8716 -60 4339.628750065762 4325.886186079545 50 TARGET 1 100 100 0.0 0.001 25 8716 -61 4334.330084701179 4314.112630208333 50 TARGET 1 100 100 0.0 0.001 25 8716 -62 4336.187389849011 4299.643983783144 50 TARGET 1 100 100 0.0 0.001 25 8716 -63 4337.111670086279 4294.727598248106 50 TARGET 1 100 100 0.0 0.001 25 8716 -64 4337.242961845012 4306.850363991477 50 TARGET 1 100 100 0.0 0.001 25 8716 -65 4326.612426346801 4318.115944602273 50 TARGET 1 100 100 0.0 0.001 25 8716 -66 4326.684203690551 4304.843439275568 50 TARGET 1 100 100 0.0 0.001 25 8716 -67 4322.672157775673 4296.334161931818 50 TARGET 1 100 100 0.0 0.001 25 8716 -68 4327.21682153567 4301.897742069129 50 TARGET 1 100 100 0.0 0.001 25 8716 -69 4313.236883812079 4302.351118607955 50 TARGET 1 100 100 0.0 0.001 25 8716 -70 4322.838965830177 4308.649872750947 50 TARGET 1 100 100 0.0 0.001 25 8716 -71 4318.741965553977 4287.779829545455 50 TARGET 1 100 100 0.0 0.001 25 8716 -72 4315.504060790194 4293.769901160038 50 TARGET 1 100 100 0.0 0.001 25 8716 -73 4309.742360124685 4284.343853574811 50 TARGET 1 100 100 0.0 0.001 25 8716 -74 4308.703759601221 4279.340509588068 50 TARGET 1 100 100 0.0 0.001 25 8716 -75 4310.774718210753 4300.781486742424 50 TARGET 1 100 100 0.0 0.001 25 8716 -76 4308.6162421743475 4299.898407907197 50 TARGET 1 100 100 0.0 0.001 25 8716 -77 4311.712408919929 4261.651041666667 50 TARGET 1 100 100 0.0 0.001 25 8716 -78 4311.856489701705 4270.621404474432 50 TARGET 1 100 100 0.0 0.001 25 8716 -79 4302.968488596906 4296.869125828598 50 TARGET 1 100 100 0.0 0.001 25 8716 -80 4298.228877314815 4276.273896188447 50 TARGET 1 100 100 0.0 0.001 25 8716 -81 4306.905173150779 4272.169847892992 50 TARGET 1 100 100 0.0 0.001 25 8716 -82 4298.794509219802 4280.340450402462 50 TARGET 1 100 100 0.0 0.001 25 8716 -83 4304.950806897096 4260.923413825758 50 TARGET 1 100 100 0.0 0.001 25 8716 -84 4298.637437197496 4253.852405894886 50 TARGET 1 100 100 0.0 0.001 25 8716 -85 4294.497400765467 4250.974846117424 50 TARGET 1 100 100 0.0 0.001 25 8716 -86 4296.448194510206 4251.933223839962 50 TARGET 1 100 100 0.0 0.001 25 8716 -87 4291.416855731797 4262.769427675189 50 TARGET 1 100 100 0.0 0.001 25 8716 -88 4294.537931397306 4259.692146070076 50 TARGET 1 100 100 0.0 0.001 25 8716 -89 4295.69142762258 4260.115707859848 50 TARGET 1 100 100 0.0 0.001 25 8716 -90 4291.843449139836 4268.824337121212 50 TARGET 1 100 100 0.0 0.001 25 8716 -91 4287.848552254314 4256.715110085227 50 TARGET 1 100 100 0.0 0.001 25 8716 -92 4286.721220999053 4261.596147017045 50 TARGET 1 100 100 0.0 0.001 25 8716 -93 4288.515639796402 4253.675914417614 50 TARGET 1 100 100 0.0 0.001 25 8716 -94 4287.499685987479 4276.901944247159 50 TARGET 1 100 100 0.0 0.001 25 8716 -95 4280.9884900436655 4263.484744910038 50 TARGET 1 100 100 0.0 0.001 25 8716 -96 4289.383915653935 4261.392149029356 50 TARGET 1 100 100 0.0 0.001 25 8716 -97 4287.104970604482 4265.469756155303 50 TARGET 1 100 100 0.0 0.001 25 8716 -98 4291.829295559764 4251.273659446023 50 TARGET 1 100 100 0.0 0.001 25 8716 -99 4281.465397793035 4264.802468039773 50 TARGET 1 100 100 0.0 0.001 25 8716 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_50bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_50bs_100e_1k_TARGET.tsv deleted file mode 100644 index 10fb82680..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_50bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5463.53008437237 7905.473100142045 50 TARGET 1 100 100 1.0 0.001 25 8412 -1 5265.080166903409 7541.99677438447 50 TARGET 1 100 100 1.0 0.001 25 8412 -2 5100.137210319339 7958.090553977273 50 TARGET 1 100 100 1.0 0.001 25 8412 -3 4970.495342421612 8044.86835641572 50 TARGET 1 100 100 1.0 0.001 25 8412 -4 4869.164667508418 5806.334886955492 50 TARGET 1 100 100 1.0 0.001 25 8412 -5 4795.7969818629 5460.171105587121 50 TARGET 1 100 100 1.0 0.001 25 8412 -6 4748.541811342592 5417.530687736742 50 TARGET 1 100 100 1.0 0.001 25 8412 -7 4699.757934159301 5136.679361979167 50 TARGET 1 100 100 1.0 0.001 25 8412 -8 4677.00193175242 5240.493918678977 50 TARGET 1 100 100 1.0 0.001 25 8412 -9 4625.184047506313 4896.105912642045 50 TARGET 1 100 100 1.0 0.001 25 8412 -10 4601.136271569865 4895.682957504735 50 TARGET 1 100 100 1.0 0.001 25 8412 -11 4582.647350786511 4756.934052438447 50 TARGET 1 100 100 1.0 0.001 25 8412 -12 4576.192463370686 4643.023541074811 50 TARGET 1 100 100 1.0 0.001 25 8412 -13 4557.145039259785 4522.716545336174 50 TARGET 1 100 100 1.0 0.001 25 8412 -14 4558.802134298717 4525.543871330492 50 TARGET 1 100 100 1.0 0.001 25 8412 -15 4531.36950067077 4577.001775568182 50 TARGET 1 100 100 1.0 0.001 25 8412 -16 4530.919974484427 4545.057365648674 50 TARGET 1 100 100 1.0 0.001 25 8412 -17 4509.084083017677 4520.434392755682 50 TARGET 1 100 100 1.0 0.001 25 8412 -18 4485.549528488005 4410.843158143939 50 TARGET 1 100 100 1.0 0.001 25 8412 -19 4474.684026133733 4442.479122277462 50 TARGET 1 100 100 1.0 0.001 25 8412 -20 4474.003681015888 4383.830980705492 50 TARGET 1 100 100 1.0 0.001 25 8412 -21 4466.525767111217 4353.399088541667 50 TARGET 1 100 100 1.0 0.001 25 8412 -22 4454.292487044929 4387.232111150568 50 TARGET 1 100 100 1.0 0.001 25 8412 -23 4445.665389244003 4390.890018347538 50 TARGET 1 100 100 1.0 0.001 25 8412 -24 4453.7527389783245 4396.825565222538 50 TARGET 1 100 100 1.0 0.001 25 8412 -25 4433.024925360374 4402.801195549242 50 TARGET 1 100 100 1.0 0.001 25 8412 -26 4433.239889125632 4386.623949455492 50 TARGET 1 100 100 1.0 0.001 25 8412 -27 4423.464103929924 4348.427157315341 50 TARGET 1 100 100 1.0 0.001 25 8412 -28 4431.384045533459 4346.115086410985 50 TARGET 1 100 100 1.0 0.001 25 8412 -29 4420.276497067024 4355.946185487689 50 TARGET 1 100 100 1.0 0.001 25 8412 -30 4413.428068116056 4328.260017163826 50 TARGET 1 100 100 1.0 0.001 25 8412 -31 4402.654962713068 4370.829900568182 50 TARGET 1 100 100 1.0 0.001 25 8412 -32 4411.794694996844 4376.893525094697 50 TARGET 1 100 100 1.0 0.001 25 8412 -33 4402.053469262942 4401.133212002841 50 TARGET 1 100 100 1.0 0.001 25 8412 -34 4406.1916561447815 4385.12255859375 50 TARGET 1 100 100 1.0 0.001 25 8412 -35 4400.712703203914 4338.086677320076 50 TARGET 1 100 100 1.0 0.001 25 8412 -36 4388.7852631129 4334.885239109848 50 TARGET 1 100 100 1.0 0.001 25 8412 -37 4380.985150989057 4346.239790482955 50 TARGET 1 100 100 1.0 0.001 25 8412 -38 4397.907295612374 4378.469578598485 50 TARGET 1 100 100 1.0 0.001 25 8412 -39 4390.54435139152 4355.067737926136 50 TARGET 1 100 100 1.0 0.001 25 8412 -40 4385.520188867845 4359.580610795455 50 TARGET 1 100 100 1.0 0.001 25 8412 -41 4381.286109795876 4357.333570075758 50 TARGET 1 100 100 1.0 0.001 25 8412 -42 4382.081348971486 4367.079249526515 50 TARGET 1 100 100 1.0 0.001 25 8412 -43 4378.27031874737 4348.787627249053 50 TARGET 1 100 100 1.0 0.001 25 8412 -44 4379.415058791035 4337.267119436553 50 TARGET 1 100 100 1.0 0.001 25 8412 -45 4367.00008220223 4338.375710227273 50 TARGET 1 100 100 1.0 0.001 25 8412 -46 4360.8872086752945 4313.322591145833 50 TARGET 1 100 100 1.0 0.001 25 8412 -47 4370.01390697338 4320.112778172348 50 TARGET 1 100 100 1.0 0.001 25 8412 -48 4361.423484519676 4295.749748461174 50 TARGET 1 100 100 1.0 0.001 25 8412 -49 4360.515935724432 4293.463438091856 50 TARGET 1 100 100 1.0 0.001 25 8412 -50 4358.012766006418 4312.861979166667 50 TARGET 1 100 100 1.0 0.001 25 8412 -51 4359.098381273674 4320.585685961174 50 TARGET 1 100 100 1.0 0.001 25 8412 -52 4359.392732665194 4293.682380445076 50 TARGET 1 100 100 1.0 0.001 25 8412 -53 4359.426664101957 4319.776381983902 50 TARGET 1 100 100 1.0 0.001 25 8412 -54 4344.909909643308 4283.472434303977 50 TARGET 1 100 100 1.0 0.001 25 8412 -55 4340.494482586279 4316.447339607008 50 TARGET 1 100 100 1.0 0.001 25 8412 -56 4351.155631839226 4331.712165601326 50 TARGET 1 100 100 1.0 0.001 25 8412 -57 4348.343577375315 4302.552275686553 50 TARGET 1 100 100 1.0 0.001 25 8412 -58 4335.13538214173 4289.942885890152 50 TARGET 1 100 100 1.0 0.001 25 8412 -59 4334.5147553004 4298.410407788826 50 TARGET 1 100 100 1.0 0.001 25 8412 -60 4339.844414194024 4280.749452533144 50 TARGET 1 100 100 1.0 0.001 25 8412 -61 4331.6955328019785 4288.479344223485 50 TARGET 1 100 100 1.0 0.001 25 8412 -62 4328.492587002841 4280.573848839962 50 TARGET 1 100 100 1.0 0.001 25 8412 -63 4332.002165206755 4274.828198982008 50 TARGET 1 100 100 1.0 0.001 25 8412 -64 4333.627589370265 4271.667998342803 50 TARGET 1 100 100 1.0 0.001 25 8412 -65 4324.438885929609 4289.719312263258 50 TARGET 1 100 100 1.0 0.001 25 8412 -66 4327.299916482533 4297.729151870265 50 TARGET 1 100 100 1.0 0.001 25 8412 -67 4326.780178082912 4294.641497987689 50 TARGET 1 100 100 1.0 0.001 25 8412 -68 4318.60158716067 4266.928133877841 50 TARGET 1 100 100 1.0 0.001 25 8412 -69 4316.860637626262 4277.840435606061 50 TARGET 1 100 100 1.0 0.001 25 8412 -70 4321.9371909196125 4267.001982717803 50 TARGET 1 100 100 1.0 0.001 25 8412 -71 4311.5211752946125 4264.621863162879 50 TARGET 1 100 100 1.0 0.001 25 8412 -72 4315.037545046823 4262.357303503788 50 TARGET 1 100 100 1.0 0.001 25 8412 -73 4310.943254156145 4266.523171164773 50 TARGET 1 100 100 1.0 0.001 25 8412 -74 4303.976212318497 4265.950801964962 50 TARGET 1 100 100 1.0 0.001 25 8412 -75 4309.588339449179 4267.721694483902 50 TARGET 1 100 100 1.0 0.001 25 8412 -76 4317.086909130366 4267.376642400568 50 TARGET 1 100 100 1.0 0.001 25 8412 -77 4309.0596903277565 4263.683608546402 50 TARGET 1 100 100 1.0 0.001 25 8412 -78 4307.412185001052 4287.227450284091 50 TARGET 1 100 100 1.0 0.001 25 8412 -79 4305.378911182134 4293.736638849432 50 TARGET 1 100 100 1.0 0.001 25 8412 -80 4311.80332951915 4256.194661458333 50 TARGET 1 100 100 1.0 0.001 25 8412 -81 4303.494974155618 4284.730010061553 50 TARGET 1 100 100 1.0 0.001 25 8412 -82 4297.84001473064 4261.887547348485 50 TARGET 1 100 100 1.0 0.001 25 8412 -83 4299.773899476536 4258.943448153409 50 TARGET 1 100 100 1.0 0.001 25 8412 -84 4294.310829650673 4257.851310961174 50 TARGET 1 100 100 1.0 0.001 25 8412 -85 4295.410269689079 4252.171978574811 50 TARGET 1 100 100 1.0 0.001 25 8412 -86 4297.361900252526 4249.913618607955 50 TARGET 1 100 100 1.0 0.001 25 8412 -87 4297.867598511153 4241.939734256629 50 TARGET 1 100 100 1.0 0.001 25 8412 -88 4293.998849168771 4248.551521070076 50 TARGET 1 100 100 1.0 0.001 25 8412 -89 4284.877827756734 4255.710567589962 50 TARGET 1 100 100 1.0 0.001 25 8412 -90 4293.38062427662 4252.327533143939 50 TARGET 1 100 100 1.0 0.001 25 8412 -91 4293.361198245476 4250.459812973485 50 TARGET 1 100 100 1.0 0.001 25 8412 -92 4291.637299097748 4276.615323153409 50 TARGET 1 100 100 1.0 0.001 25 8412 -93 4292.234929043035 4273.79755563447 50 TARGET 1 100 100 1.0 0.001 25 8412 -94 4288.456901370476 4244.359227035985 50 TARGET 1 100 100 1.0 0.001 25 8412 -95 4285.601360282512 4250.70849609375 50 TARGET 1 100 100 1.0 0.001 25 8412 -96 4283.425218986742 4245.909520004735 50 TARGET 1 100 100 1.0 0.001 25 8412 -97 4287.603880602904 4265.462002840909 50 TARGET 1 100 100 1.0 0.001 25 8412 -98 4280.198643334385 4250.492720170455 50 TARGET 1 100 100 1.0 0.001 25 8412 -99 4288.473211937079 4243.732185132576 50 TARGET 1 100 100 1.0 0.001 25 8412 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_50bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_50bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index c8b3cd235..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_50bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5475.674891821865 7660.564985795455 50 TARGET 1 50 100 0.5 0.001 25 6022 -1 5273.253237123842 10953.443625710228 50 TARGET 1 50 100 0.5 0.001 25 6022 -2 5114.115781841856 8910.598958333334 50 TARGET 1 50 100 0.5 0.001 25 6022 -3 4962.500960122054 6609.887266216856 50 TARGET 1 50 100 0.5 0.001 25 6022 -4 4879.5923459859005 6996.260860558712 50 TARGET 1 50 100 0.5 0.001 25 6022 -5 4779.419280697601 5772.07060842803 50 TARGET 1 50 100 0.5 0.001 25 6022 -6 4743.302778764205 5704.389544862689 50 TARGET 1 50 100 0.5 0.001 25 6022 -7 4682.455060040509 5278.233605587121 50 TARGET 1 50 100 0.5 0.001 25 6022 -8 4640.419362899832 5032.193122632576 50 TARGET 1 50 100 0.5 0.001 25 6022 -9 4614.526102496317 4981.807853929924 50 TARGET 1 50 100 0.5 0.001 25 6022 -10 4598.576727562079 4953.323996803977 50 TARGET 1 50 100 0.5 0.001 25 6022 -11 4594.978398897832 4771.587890625 50 TARGET 1 50 100 0.5 0.001 25 6022 -12 4564.054218947285 4772.694794625947 50 TARGET 1 50 100 0.5 0.001 25 6022 -13 4537.5462667034935 4723.79560250947 50 TARGET 1 50 100 0.5 0.001 25 6022 -14 4538.918846669823 4640.577252012311 50 TARGET 1 50 100 0.5 0.001 25 6022 -15 4527.811362321128 4527.328879616477 50 TARGET 1 50 100 0.5 0.001 25 6022 -16 4512.600987084385 4503.039373224432 50 TARGET 1 50 100 0.5 0.001 25 6022 -17 4496.761268281776 4530.653986150568 50 TARGET 1 50 100 0.5 0.001 25 6022 -18 4479.255464804293 4551.997928503788 50 TARGET 1 50 100 0.5 0.001 25 6022 -19 4459.563752761995 4587.742897727273 50 TARGET 1 50 100 0.5 0.001 25 6022 -20 4456.6390697337965 4558.162464488636 50 TARGET 1 50 100 0.5 0.001 25 6022 -21 4437.975017098064 4494.778305516098 50 TARGET 1 50 100 0.5 0.001 25 6022 -22 4437.524101694024 4464.907063802083 50 TARGET 1 50 100 0.5 0.001 25 6022 -23 4432.58776238952 4459.766749526515 50 TARGET 1 50 100 0.5 0.001 25 6022 -24 4429.132398200758 4477.930634469697 50 TARGET 1 50 100 0.5 0.001 25 6022 -25 4425.823038325968 4486.89043264678 50 TARGET 1 50 100 0.5 0.001 25 6022 -26 4420.190100878577 4443.42743844697 50 TARGET 1 50 100 0.5 0.001 25 6022 -27 4421.508318865741 4426.029237689394 50 TARGET 1 50 100 0.5 0.001 25 6022 -28 4413.100135469276 4447.837935014205 50 TARGET 1 50 100 0.5 0.001 25 6022 -29 4407.725899950021 4457.637029474432 50 TARGET 1 50 100 0.5 0.001 25 6022 -30 4404.643069694339 4431.326600970644 50 TARGET 1 50 100 0.5 0.001 25 6022 -31 4387.734338831018 4445.342004024621 50 TARGET 1 50 100 0.5 0.001 25 6022 -32 4400.720227996107 4422.885845762311 50 TARGET 1 50 100 0.5 0.001 25 6022 -33 4392.575673729482 4417.656856652462 50 TARGET 1 50 100 0.5 0.001 25 6022 -34 4387.787314880577 4422.241861979167 50 TARGET 1 50 100 0.5 0.001 25 6022 -35 4382.846056594592 4438.205788352273 50 TARGET 1 50 100 0.5 0.001 25 6022 -36 4380.986479377104 4405.767163825758 50 TARGET 1 50 100 0.5 0.001 25 6022 -37 4378.053559685396 4442.228619199811 50 TARGET 1 50 100 0.5 0.001 25 6022 -38 4387.292123711069 4451.715258049242 50 TARGET 1 50 100 0.5 0.001 25 6022 -39 4372.32135318024 4415.720096472538 50 TARGET 1 50 100 0.5 0.001 25 6022 -40 4377.385290075232 4400.311745383523 50 TARGET 1 50 100 0.5 0.001 25 6022 -41 4381.045561408354 4408.356297348485 50 TARGET 1 50 100 0.5 0.001 25 6022 -42 4379.6433639783245 4409.745043205492 50 TARGET 1 50 100 0.5 0.001 25 6022 -43 4378.841750841751 4397.63359670928 50 TARGET 1 50 100 0.5 0.001 25 6022 -44 4368.730095551873 4422.917214133523 50 TARGET 1 50 100 0.5 0.001 25 6022 -45 4362.871300899621 4404.353781960227 50 TARGET 1 50 100 0.5 0.001 25 6022 -46 4357.29971919718 4421.276145241477 50 TARGET 1 50 100 0.5 0.001 25 6022 -47 4355.224755694971 4409.3408203125 50 TARGET 1 50 100 0.5 0.001 25 6022 -48 4352.3689614241375 4382.756406841856 50 TARGET 1 50 100 0.5 0.001 25 6022 -49 4352.8116138599535 4388.076023910985 50 TARGET 1 50 100 0.5 0.001 25 6022 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_50bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_50bs_50e_0k_TARGET.tsv deleted file mode 100644 index bc2d56eec..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_50bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5470.098004787458 11918.461055871212 50 TARGET 1 50 100 0.0 0.001 25 4763 -1 5276.802380905408 9548.216027462122 50 TARGET 1 50 100 0.0 0.001 25 4763 -2 5116.809414128262 7295.230749881629 50 TARGET 1 50 100 0.0 0.001 25 4763 -3 5003.420905013679 6693.776707504735 50 TARGET 1 50 100 0.0 0.001 25 4763 -4 4903.51420290141 7241.912183357008 50 TARGET 1 50 100 0.0 0.001 25 4763 -5 4817.263711332071 7655.581853693182 50 TARGET 1 50 100 0.0 0.001 25 4763 -6 4761.692058935711 5556.374097419508 50 TARGET 1 50 100 0.0 0.001 25 4763 -7 4720.273730139941 5057.278423887311 50 TARGET 1 50 100 0.0 0.001 25 4763 -8 4683.662714383418 4755.785955255682 50 TARGET 1 50 100 0.0 0.001 25 4763 -9 4629.48944687763 4680.973026160038 50 TARGET 1 50 100 0.0 0.001 25 4763 -10 4634.2756997053875 4618.015950520833 50 TARGET 1 50 100 0.0 0.001 25 4763 -11 4627.907806910248 4564.734153053977 50 TARGET 1 50 100 0.0 0.001 25 4763 -12 4561.137414180871 4571.888982599432 50 TARGET 1 50 100 0.0 0.001 25 4763 -13 4564.363435790194 4595.680723248106 50 TARGET 1 50 100 0.0 0.001 25 4763 -14 4541.252000802294 4603.266823508523 50 TARGET 1 50 100 0.0 0.001 25 4763 -15 4529.37682488952 4530.128358783144 50 TARGET 1 50 100 0.0 0.001 25 4763 -16 4523.594100181503 4497.528349905303 50 TARGET 1 50 100 0.0 0.001 25 4763 -17 4508.8561773332285 4484.467625473485 50 TARGET 1 50 100 0.0 0.001 25 4763 -18 4516.836698692656 4483.223277698864 50 TARGET 1 50 100 0.0 0.001 25 4763 -19 4477.871131563026 4492.600526751894 50 TARGET 1 50 100 0.0 0.001 25 4763 -20 4476.427357888783 4417.163589015152 50 TARGET 1 50 100 0.0 0.001 25 4763 -21 4489.281202322706 4393.726784446023 50 TARGET 1 50 100 0.0 0.001 25 4763 -22 4472.9558163010315 4374.809955018939 50 TARGET 1 50 100 0.0 0.001 25 4763 -23 4460.740310001052 4367.391335227273 50 TARGET 1 50 100 0.0 0.001 25 4763 -24 4475.2767946390995 4369.496656013258 50 TARGET 1 50 100 0.0 0.001 25 4763 -25 4444.431135903304 4338.125310724432 50 TARGET 1 50 100 0.0 0.001 25 4763 -26 4445.555216882365 4353.85126657197 50 TARGET 1 50 100 0.0 0.001 25 4763 -27 4439.993076928135 4394.266364820076 50 TARGET 1 50 100 0.0 0.001 25 4763 -28 4432.812766335227 4356.927379261364 50 TARGET 1 50 100 0.0 0.001 25 4763 -29 4429.926657525779 4354.159298058712 50 TARGET 1 50 100 0.0 0.001 25 4763 -30 4415.687914299242 4320.003181226326 50 TARGET 1 50 100 0.0 0.001 25 4763 -31 4409.743236400463 4336.713467684659 50 TARGET 1 50 100 0.0 0.001 25 4763 -32 4425.826265585543 4330.2626953125 50 TARGET 1 50 100 0.0 0.001 25 4763 -33 4406.297524397622 4339.628314393939 50 TARGET 1 50 100 0.0 0.001 25 4763 -34 4409.061235729693 4337.694498697917 50 TARGET 1 50 100 0.0 0.001 25 4763 -35 4400.4423515756525 4300.659875118371 50 TARGET 1 50 100 0.0 0.001 25 4763 -36 4401.2594680529255 4326.766823508523 50 TARGET 1 50 100 0.0 0.001 25 4763 -37 4395.71150798348 4304.069750236742 50 TARGET 1 50 100 0.0 0.001 25 4763 -38 4389.387042626789 4307.963438091856 50 TARGET 1 50 100 0.0 0.001 25 4763 -39 4389.246818773674 4317.890255089962 50 TARGET 1 50 100 0.0 0.001 25 4763 -40 4379.28806127683 4330.246019767992 50 TARGET 1 50 100 0.0 0.001 25 4763 -41 4387.868846341014 4327.401840672348 50 TARGET 1 50 100 0.0 0.001 25 4763 -42 4379.322055187289 4321.899044152462 50 TARGET 1 50 100 0.0 0.001 25 4763 -43 4378.933430989583 4309.813565340909 50 TARGET 1 50 100 0.0 0.001 25 4763 -44 4364.474024095118 4281.867749763258 50 TARGET 1 50 100 0.0 0.001 25 4763 -45 4383.123890269886 4294.394708806818 50 TARGET 1 50 100 0.0 0.001 25 4763 -46 4368.497313631103 4325.253403172348 50 TARGET 1 50 100 0.0 0.001 25 4763 -47 4379.948145188868 4304.559096827652 50 TARGET 1 50 100 0.0 0.001 25 4763 -48 4364.934203690551 4317.602109966856 50 TARGET 1 50 100 0.0 0.001 25 4763 -49 4367.237044928451 4282.099609375 50 TARGET 1 50 100 0.0 0.001 25 4763 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_50bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_50bs_50e_1k_TARGET.tsv deleted file mode 100644 index 2b6d42aec..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_25z_0.001lr_50bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5463.494610821759 12719.699781013258 50 TARGET 1 50 100 1.0 0.001 25 8784 -1 5256.09101266572 10489.930456912878 50 TARGET 1 50 100 1.0 0.001 25 8784 -2 5091.684514414983 8480.088364109848 50 TARGET 1 50 100 1.0 0.001 25 8784 -3 4969.636508312289 8522.345081676136 50 TARGET 1 50 100 1.0 0.001 25 8784 -4 4847.204642453177 9730.27432528409 50 TARGET 1 50 100 1.0 0.001 25 8784 -5 4799.454852890888 8007.892903645833 50 TARGET 1 50 100 1.0 0.001 25 8784 -6 4730.4227907328495 8410.652417732008 50 TARGET 1 50 100 1.0 0.001 25 8784 -7 4692.392925018414 7812.596694483902 50 TARGET 1 50 100 1.0 0.001 25 8784 -8 4636.577281605114 5932.169344815341 50 TARGET 1 50 100 1.0 0.001 25 8784 -9 4630.141517716224 5621.855187618371 50 TARGET 1 50 100 1.0 0.001 25 8784 -10 4621.299101036406 5391.559703480114 50 TARGET 1 50 100 1.0 0.001 25 8784 -11 4565.546731968118 5303.622129498106 50 TARGET 1 50 100 1.0 0.001 25 8784 -12 4559.473055752841 5009.61308889678 50 TARGET 1 50 100 1.0 0.001 25 8784 -13 4566.314364346591 4828.849683357008 50 TARGET 1 50 100 1.0 0.001 25 8784 -14 4532.635970709701 4791.289447206439 50 TARGET 1 50 100 1.0 0.001 25 8784 -15 4532.999046454124 4884.653364701705 50 TARGET 1 50 100 1.0 0.001 25 8784 -16 4511.353681673506 4783.185783617424 50 TARGET 1 50 100 1.0 0.001 25 8784 -17 4501.852083662142 4729.555723248106 50 TARGET 1 50 100 1.0 0.001 25 8784 -18 4493.396484375 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100 100 1.0 0.0005 50 715 -17 4415.8704813433815 4413.763760653409 25 TARGET 1 100 100 1.0 0.0005 50 715 -18 4431.551361597748 4386.542643229167 25 TARGET 1 100 100 1.0 0.0005 50 715 -19 4415.5216380931715 4404.503366181345 25 TARGET 1 100 100 1.0 0.0005 50 715 -20 4403.652208116319 4384.814334753788 25 TARGET 1 100 100 1.0 0.0005 50 715 -21 4398.642860900673 4407.09414210464 25 TARGET 1 100 100 1.0 0.0005 50 715 -22 4401.66301113347 4389.763235381155 25 TARGET 1 100 100 1.0 0.0005 50 715 -23 4399.60088515362 4392.076600970644 25 TARGET 1 100 100 1.0 0.0005 50 715 -24 4392.270580150463 4384.96064157197 25 TARGET 1 100 100 1.0 0.0005 50 715 -25 4373.182668152883 4374.518132990057 25 TARGET 1 100 100 1.0 0.0005 50 715 -26 4381.819320319076 4380.301609848485 25 TARGET 1 100 100 1.0 0.0005 50 715 -27 4382.294215757839 4378.223359079072 25 TARGET 1 100 100 1.0 0.0005 50 715 -28 4365.285005819918 4369.171801017992 25 TARGET 1 100 100 1.0 0.0005 50 715 -29 4374.543950244634 4371.448027639678 25 TARGET 1 100 100 1.0 0.0005 50 715 -30 4362.319862853798 4363.176890980114 25 TARGET 1 100 100 1.0 0.0005 50 715 -31 4355.733082780935 4362.807136304451 25 TARGET 1 100 100 1.0 0.0005 50 715 -32 4359.793697061764 4354.620561079545 25 TARGET 1 100 100 1.0 0.0005 50 715 -33 4349.167695838594 4357.964200106534 25 TARGET 1 100 100 1.0 0.0005 50 715 -34 4350.307024509417 4348.421394116951 25 TARGET 1 100 100 1.0 0.0005 50 715 -35 4343.159921973643 4352.69512014678 25 TARGET 1 100 100 1.0 0.0005 50 715 -36 4339.119448883365 4335.002123283617 25 TARGET 1 100 100 1.0 0.0005 50 715 -37 4340.565820148096 4341.880992542614 25 TARGET 1 100 100 1.0 0.0005 50 715 -38 4347.171938295717 4351.595325816761 25 TARGET 1 100 100 1.0 0.0005 50 715 -39 4326.568080709438 4340.810635653409 25 TARGET 1 100 100 1.0 0.0005 50 715 -40 4322.667867641257 4345.660629734848 25 TARGET 1 100 100 1.0 0.0005 50 715 -41 4325.20319651594 4357.663803562973 25 TARGET 1 100 100 1.0 0.0005 50 715 -42 4323.6938493002945 4329.155051491477 25 TARGET 1 100 100 1.0 0.0005 50 715 -43 4333.303156894465 4324.421889796402 25 TARGET 1 100 100 1.0 0.0005 50 715 -44 4310.150795059974 4328.322236032197 25 TARGET 1 100 100 1.0 0.0005 50 715 -45 4316.817354041719 4332.952296401515 25 TARGET 1 100 100 1.0 0.0005 50 715 -46 4312.582328000052 4292.647571910511 25 TARGET 1 100 100 1.0 0.0005 50 715 -47 4307.53395527541 4314.288626006155 25 TARGET 1 100 100 1.0 0.0005 50 715 -48 4307.584343598748 4298.818670099432 25 TARGET 1 100 100 1.0 0.0005 50 715 -49 4304.1867733322815 4315.190096768466 25 TARGET 1 100 100 1.0 0.0005 50 715 -50 4305.172129826915 4324.951290246212 25 TARGET 1 100 100 1.0 0.0005 50 715 -51 4297.152905191235 4297.464614405777 25 TARGET 1 100 100 1.0 0.0005 50 715 -52 4299.93133072259 4342.016187263258 25 TARGET 1 100 100 1.0 0.0005 50 715 -53 4299.671042291404 4315.729987866951 25 TARGET 1 100 100 1.0 0.0005 50 715 -54 4295.1933577309555 4322.278941761364 25 TARGET 1 100 100 1.0 0.0005 50 715 -55 4299.298027475274 4281.332756273674 25 TARGET 1 100 100 1.0 0.0005 50 715 -56 4293.093572443182 4291.934000651042 25 TARGET 1 100 100 1.0 0.0005 50 715 -57 4293.10032206834 4305.613429214015 25 TARGET 1 100 100 1.0 0.0005 50 715 -58 4296.526956577493 4284.745516690341 25 TARGET 1 100 100 1.0 0.0005 50 715 -59 4286.344743824969 4295.763731060606 25 TARGET 1 100 100 1.0 0.0005 50 715 -60 4286.318102082018 4302.360869436553 25 TARGET 1 100 100 1.0 0.0005 50 715 -61 4282.010319668035 4311.176439689867 25 TARGET 1 100 100 1.0 0.0005 50 715 -62 4278.679033992266 4287.187285452178 25 TARGET 1 100 100 1.0 0.0005 50 715 -63 4280.109102088594 4279.381451231061 25 TARGET 1 100 100 1.0 0.0005 50 715 -64 4280.097006852378 4293.027802438447 25 TARGET 1 100 100 1.0 0.0005 50 715 -65 4277.122912063342 4290.117882930871 25 TARGET 1 100 100 1.0 0.0005 50 715 -66 4276.199374112216 4292.082186612216 25 TARGET 1 100 100 1.0 0.0005 50 715 -67 4275.056006023779 4280.076978278883 25 TARGET 1 100 100 1.0 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100 100 1.0 0.0005 50 715 -81 4253.408420138889 4276.687315044981 25 TARGET 1 100 100 1.0 0.0005 50 715 -82 4255.629785402857 4282.375036991004 25 TARGET 1 100 100 1.0 0.0005 50 715 -83 4252.1468283913355 4274.690503669508 25 TARGET 1 100 100 1.0 0.0005 50 715 -84 4253.152864912142 4286.907966382576 25 TARGET 1 100 100 1.0 0.0005 50 715 -85 4248.237503205887 4263.739694306345 25 TARGET 1 100 100 1.0 0.0005 50 715 -86 4259.17502909959 4284.891904888731 25 TARGET 1 100 100 1.0 0.0005 50 715 -87 4250.292098228378 4264.868053089489 25 TARGET 1 100 100 1.0 0.0005 50 715 -88 4247.609631881971 4263.625429095644 25 TARGET 1 100 100 1.0 0.0005 50 715 -89 4244.291987666377 4271.521247632576 25 TARGET 1 100 100 1.0 0.0005 50 715 -90 4235.487324416035 4276.61933297822 25 TARGET 1 100 100 1.0 0.0005 50 715 -91 4242.377411813447 4272.85722212358 25 TARGET 1 100 100 1.0 0.0005 50 715 -92 4242.783556594592 4267.829515861742 25 TARGET 1 100 100 1.0 0.0005 50 715 -93 4235.101094358297 4258.901026870265 25 TARGET 1 100 100 1.0 0.0005 50 715 -94 4241.846432669797 4256.950432054924 25 TARGET 1 100 100 1.0 0.0005 50 715 -95 4237.282058047927 4271.00517874053 25 TARGET 1 100 100 1.0 0.0005 50 715 -96 4244.348932850642 4272.40742631392 25 TARGET 1 100 100 1.0 0.0005 50 715 -97 4237.216025818077 4260.945970939867 25 TARGET 1 100 100 1.0 0.0005 50 715 -98 4235.478229150226 4255.121212121212 25 TARGET 1 100 100 1.0 0.0005 50 715 -99 4236.089346426505 4275.520322857481 25 TARGET 1 100 100 1.0 0.0005 50 715 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_25bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_25bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index f41592944..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_25bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5416.714909511785 5565.022409150095 25 TARGET 1 50 100 0.5 0.0005 50 8354 -1 5119.557576086385 5663.233428030303 25 TARGET 1 50 100 0.5 0.0005 50 8354 -2 4922.483075382734 5021.181618430398 25 TARGET 1 50 100 0.5 0.0005 50 8354 -3 4795.333071108217 4944.040090849905 25 TARGET 1 50 100 0.5 0.0005 50 8354 -4 4709.043388803399 4729.865789240057 25 TARGET 1 50 100 0.5 0.0005 50 8354 -5 4675.231212680187 4809.191931522254 25 TARGET 1 50 100 0.5 0.0005 50 8354 -6 4621.699569753525 4778.17919921875 25 TARGET 1 50 100 0.5 0.0005 50 8354 -7 4588.856020326967 4524.822398792614 25 TARGET 1 50 100 0.5 0.0005 50 8354 -8 4554.555259627526 4547.655672940341 25 TARGET 1 50 100 0.5 0.0005 50 8354 -9 4546.558463870476 4453.139108368845 25 TARGET 1 50 100 0.5 0.0005 50 8354 -10 4516.588424117477 4476.10282759233 25 TARGET 1 50 100 0.5 0.0005 50 8354 -11 4490.887054957123 4396.948937618371 25 TARGET 1 50 100 0.5 0.0005 50 8354 -12 4488.487002183291 4419.090576171875 25 TARGET 1 50 100 0.5 0.0005 50 8354 -13 4477.279111919981 4362.021721117424 25 TARGET 1 50 100 0.5 0.0005 50 8354 -14 4470.164387198811 4403.3740234375 25 TARGET 1 50 100 0.5 0.0005 50 8354 -15 4463.417945733376 4345.961041074811 25 TARGET 1 50 100 0.5 0.0005 50 8354 -16 4434.218375979851 4346.715413411458 25 TARGET 1 50 100 0.5 0.0005 50 8354 -17 4442.415118798664 4389.741373697917 25 TARGET 1 50 100 0.5 0.0005 50 8354 -18 4424.398122665457 4330.493467388731 25 TARGET 1 50 100 0.5 0.0005 50 8354 -19 4423.644999802715 4356.452895655777 25 TARGET 1 50 100 0.5 0.0005 50 8354 -20 4408.643727312185 4322.754868016098 25 TARGET 1 50 100 0.5 0.0005 50 8354 -21 4412.526814367635 4312.593602035985 25 TARGET 1 50 100 0.5 0.0005 50 8354 -22 4411.157926103483 4317.680819424716 25 TARGET 1 50 100 0.5 0.0005 50 8354 -23 4405.043538411458 4324.804709694602 25 TARGET 1 50 100 0.5 0.0005 50 8354 -24 4389.528180568708 4295.199041193182 25 TARGET 1 50 100 0.5 0.0005 50 8354 -25 4386.1226194234005 4317.523689038826 25 TARGET 1 50 100 0.5 0.0005 50 8354 -26 4383.440479830861 4294.465324633049 25 TARGET 1 50 100 0.5 0.0005 50 8354 -27 4387.383565472433 4296.82587594697 25 TARGET 1 50 100 0.5 0.0005 50 8354 -28 4370.200654000947 4289.013412937973 25 TARGET 1 50 100 0.5 0.0005 50 8354 -29 4376.370627663352 4270.621300899621 25 TARGET 1 50 100 0.5 0.0005 50 8354 -30 4368.534498632155 4276.179324988163 25 TARGET 1 50 100 0.5 0.0005 50 8354 -31 4369.171708129472 4262.535607540246 25 TARGET 1 50 100 0.5 0.0005 50 8354 -32 4359.558589639889 4288.660866477273 25 TARGET 1 50 100 0.5 0.0005 50 8354 -33 4378.85465988005 4309.889404296875 25 TARGET 1 50 100 0.5 0.0005 50 8354 -34 4363.799945253314 4265.114753491951 25 TARGET 1 50 100 0.5 0.0005 50 8354 -35 4363.260006477536 4275.237349076705 25 TARGET 1 50 100 0.5 0.0005 50 8354 -36 4344.269835398253 4283.664683948864 25 TARGET 1 50 100 0.5 0.0005 50 8354 -37 4349.231249671191 4267.571592388731 25 TARGET 1 50 100 0.5 0.0005 50 8354 -38 4355.790177162247 4256.135409268466 25 TARGET 1 50 100 0.5 0.0005 50 8354 -39 4345.405512645991 4305.20351710464 25 TARGET 1 50 100 0.5 0.0005 50 8354 -40 4339.645400127578 4282.99980764678 25 TARGET 1 50 100 0.5 0.0005 50 8354 -41 4329.320170290141 4250.211144649621 25 TARGET 1 50 100 0.5 0.0005 50 8354 -42 4339.814968532986 4247.842788233902 25 TARGET 1 50 100 0.5 0.0005 50 8354 -43 4324.939306805029 4240.6516446200285 25 TARGET 1 50 100 0.5 0.0005 50 8354 -44 4326.667770642624 4246.130023378314 25 TARGET 1 50 100 0.5 0.0005 50 8354 -45 4332.674023766309 4257.625754616477 25 TARGET 1 50 100 0.5 0.0005 50 8354 -46 4326.304262514467 4246.756687973485 25 TARGET 1 50 100 0.5 0.0005 50 8354 -47 4323.363171921033 4229.1194772431345 25 TARGET 1 50 100 0.5 0.0005 50 8354 -48 4326.7644026528305 4231.9533876361265 25 TARGET 1 50 100 0.5 0.0005 50 8354 -49 4331.490527014941 4228.345111268939 25 TARGET 1 50 100 0.5 0.0005 50 8354 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_25bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_25bs_50e_0k_TARGET.tsv deleted file mode 100644 index d6a20c2de..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_25bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5410.775813144465 5983.156294389205 25 TARGET 1 50 100 0.0 0.0005 50 4804 -1 5092.425403941761 5969.625340317235 25 TARGET 1 50 100 0.0 0.0005 50 4804 -2 4897.48044408933 5416.335212476326 25 TARGET 1 50 100 0.0 0.0005 50 4804 -3 4760.040610368003 5584.405717329545 25 TARGET 1 50 100 0.0 0.0005 50 4804 -4 4687.545082169349 5205.853426846591 25 TARGET 1 50 100 0.0 0.0005 50 4804 -5 4628.031818839436 4959.858583392519 25 TARGET 1 50 100 0.0 0.0005 50 4804 -6 4601.139190571075 4878.578095407197 25 TARGET 1 50 100 0.0 0.0005 50 4804 -7 4567.982647931134 4634.568840258049 25 TARGET 1 50 100 0.0 0.0005 50 4804 -8 4546.599296184501 4575.167820785985 25 TARGET 1 50 100 0.0 0.0005 50 4804 -9 4531.362265230429 4555.445134943182 25 TARGET 1 50 100 0.0 0.0005 50 4804 -10 4501.17135465988 4514.915616122159 25 TARGET 1 50 100 0.0 0.0005 50 4804 -11 4486.365296848695 4505.359241832386 25 TARGET 1 50 100 0.0 0.0005 50 4804 -12 4480.202653981219 4485.049360795455 25 TARGET 1 50 100 0.0 0.0005 50 4804 -13 4468.052685875684 4430.01094193892 25 TARGET 1 50 100 0.0 0.0005 50 4804 -14 4438.509684244792 4439.177061138731 25 TARGET 1 50 100 0.0 0.0005 50 4804 -15 4442.188325310396 4460.04482569839 25 TARGET 1 50 100 0.0 0.0005 50 4804 -16 4435.472001098222 4424.234093868371 25 TARGET 1 50 100 0.0 0.0005 50 4804 -17 4437.285059251368 4446.58154296875 25 TARGET 1 50 100 0.0 0.0005 50 4804 -18 4413.241112294823 4408.200646602746 25 TARGET 1 50 100 0.0 0.0005 50 4804 -19 4411.380122843014 4399.096161813447 25 TARGET 1 50 100 0.0 0.0005 50 4804 -20 4406.264463482481 4401.90898733428 25 TARGET 1 50 100 0.0 0.0005 50 4804 -21 4396.582653520886 4424.435228752367 25 TARGET 1 50 100 0.0 0.0005 50 4804 -22 4405.239827473958 4403.179561730587 25 TARGET 1 50 100 0.0 0.0005 50 4804 -23 4390.5237761731905 4378.615152994792 25 TARGET 1 50 100 0.0 0.0005 50 4804 -24 4385.811012961648 4411.897150213068 25 TARGET 1 50 100 0.0 0.0005 50 4804 -25 4385.08660416009 4361.372181285511 25 TARGET 1 50 100 0.0 0.0005 50 4804 -26 4373.37328197338 4377.91620797822 25 TARGET 1 50 100 0.0 0.0005 50 4804 -27 4373.711138073443 4386.518717447917 25 TARGET 1 50 100 0.0 0.0005 50 4804 -28 4378.217191445707 4374.900982481061 25 TARGET 1 50 100 0.0 0.0005 50 4804 -29 4374.303852325336 4409.700609611742 25 TARGET 1 50 100 0.0 0.0005 50 4804 -30 4364.223972307713 4346.844933712121 25 TARGET 1 50 100 0.0 0.0005 50 4804 -31 4360.71795510443 4358.936982125947 25 TARGET 1 50 100 0.0 0.0005 50 4804 -32 4349.867609197443 4357.699092980587 25 TARGET 1 50 100 0.0 0.0005 50 4804 -33 4364.767301925505 4350.179813269413 25 TARGET 1 50 100 0.0 0.0005 50 4804 -34 4362.154009989215 4362.109552556818 25 TARGET 1 50 100 0.0 0.0005 50 4804 -35 4355.406609223748 4376.541452118845 25 TARGET 1 50 100 0.0 0.0005 50 4804 -36 4343.463417541298 4371.921497691761 25 TARGET 1 50 100 0.0 0.0005 50 4804 -37 4330.465877854062 4341.440696022727 25 TARGET 1 50 100 0.0 0.0005 50 4804 -38 4341.503750887784 4370.397423946496 25 TARGET 1 50 100 0.0 0.0005 50 4804 -39 4348.235058100537 4322.858213482481 25 TARGET 1 50 100 0.0 0.0005 50 4804 -40 4324.8134453256525 4374.019028172348 25 TARGET 1 50 100 0.0 0.0005 50 4804 -41 4322.511462279041 4338.57021632339 25 TARGET 1 50 100 0.0 0.0005 50 4804 -42 4322.866875131524 4334.826623165246 25 TARGET 1 50 100 0.0 0.0005 50 4804 -43 4323.908166956018 4318.622233072917 25 TARGET 1 50 100 0.0 0.0005 50 4804 -44 4317.366886639836 4329.52909712358 25 TARGET 1 50 100 0.0 0.0005 50 4804 -45 4319.9036589856905 4338.62050929214 25 TARGET 1 50 100 0.0 0.0005 50 4804 -46 4311.067145248054 4307.25761274858 25 TARGET 1 50 100 0.0 0.0005 50 4804 -47 4319.597729409985 4360.489220821496 25 TARGET 1 50 100 0.0 0.0005 50 4804 -48 4303.729227496317 4325.797836766098 25 TARGET 1 50 100 0.0 0.0005 50 4804 -49 4309.979403409091 4316.187255859375 25 TARGET 1 50 100 0.0 0.0005 50 4804 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_25bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_25bs_50e_1k_TARGET.tsv deleted file mode 100644 index fc346a973..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_25bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5422.049858940973 6031.472915187027 25 TARGET 1 50 100 1.0 0.0005 50 5369 -1 5140.26682597459 5846.282655658144 25 TARGET 1 50 100 1.0 0.0005 50 5369 -2 4954.786385173348 5478.531575520833 25 TARGET 1 50 100 1.0 0.0005 50 5369 -3 4831.75520011311 5319.984626538826 25 TARGET 1 50 100 1.0 0.0005 50 5369 -4 4761.595084142204 5120.661376953125 25 TARGET 1 50 100 1.0 0.0005 50 5369 -5 4686.300774673821 4984.578665068655 25 TARGET 1 50 100 1.0 0.0005 50 5369 -6 4643.132188585069 4864.146491773201 25 TARGET 1 50 100 1.0 0.0005 50 5369 -7 4601.155196167403 4784.586248224432 25 TARGET 1 50 100 1.0 0.0005 50 5369 -8 4570.601033939657 4821.196274266098 25 TARGET 1 50 100 1.0 0.0005 50 5369 -9 4528.796582360059 4726.846331972064 25 TARGET 1 50 100 1.0 0.0005 50 5369 -10 4516.564398871527 4716.593986742424 25 TARGET 1 50 100 1.0 0.0005 50 5369 -11 4509.406108612164 4647.622284860322 25 TARGET 1 50 100 1.0 0.0005 50 5369 -12 4498.502414279514 4637.081491181345 25 TARGET 1 50 100 1.0 0.0005 50 5369 -13 4467.984276357323 4661.967129794034 25 TARGET 1 50 100 1.0 0.0005 50 5369 -14 4451.761896306818 4601.000414299242 25 TARGET 1 50 100 1.0 0.0005 50 5369 -15 4456.544450856219 4588.134003610322 25 TARGET 1 50 100 1.0 0.0005 50 5369 -16 4431.6862554582285 4642.511178681345 25 TARGET 1 50 100 1.0 0.0005 50 5369 -17 4421.741483848906 4610.631821141098 25 TARGET 1 50 100 1.0 0.0005 50 5369 -18 4411.429277310869 4559.676794803504 25 TARGET 1 50 100 1.0 0.0005 50 5369 -19 4404.895896629051 4556.230106238163 25 TARGET 1 50 100 1.0 0.0005 50 5369 -20 4400.4414120041565 4516.397594105114 25 TARGET 1 50 100 1.0 0.0005 50 5369 -21 4387.3223305647625 4515.031420158617 25 TARGET 1 50 100 1.0 0.0005 50 5369 -22 4398.618566031408 4530.481977982955 25 TARGET 1 50 100 1.0 0.0005 50 5369 -23 4404.852953361742 4532.101873224432 25 TARGET 1 50 100 1.0 0.0005 50 5369 -24 4378.089923486164 4510.871863162879 25 TARGET 1 50 100 1.0 0.0005 50 5369 -25 4370.316241023516 4483.669122869318 25 TARGET 1 50 100 1.0 0.0005 50 5369 -26 4395.056498415141 4489.027084812973 25 TARGET 1 50 100 1.0 0.0005 50 5369 -27 4365.997122921927 4476.134499289773 25 TARGET 1 50 100 1.0 0.0005 50 5369 -28 4365.323057232481 4491.785866477273 25 TARGET 1 50 100 1.0 0.0005 50 5369 -29 4354.182673085017 4509.090738932292 25 TARGET 1 50 100 1.0 0.0005 50 5369 -30 4348.459826125842 4458.774872750947 25 TARGET 1 50 100 1.0 0.0005 50 5369 -31 4343.164130727851 4476.059585108902 25 TARGET 1 50 100 1.0 0.0005 50 5369 -32 4345.329316110322 4474.188654119318 25 TARGET 1 50 100 1.0 0.0005 50 5369 -33 4333.65726930766 4464.5888671875 25 TARGET 1 50 100 1.0 0.0005 50 5369 -34 4341.412189111164 4464.048983487216 25 TARGET 1 50 100 1.0 0.0005 50 5369 -35 4337.762509535459 4485.68925337358 25 TARGET 1 50 100 1.0 0.0005 50 5369 -36 4342.00633696996 4450.478352864583 25 TARGET 1 50 100 1.0 0.0005 50 5369 -37 4317.468159787984 4475.388649680398 25 TARGET 1 50 100 1.0 0.0005 50 5369 -38 4319.24279333044 4472.002840909091 25 TARGET 1 50 100 1.0 0.0005 50 5369 -39 4321.8360616253685 4451.593047170928 25 TARGET 1 50 100 1.0 0.0005 50 5369 -40 4320.392653751052 4475.08418412642 25 TARGET 1 50 100 1.0 0.0005 50 5369 -41 4314.40129567156 4446.795824455492 25 TARGET 1 50 100 1.0 0.0005 50 5369 -42 4314.516517716224 4459.17167524858 25 TARGET 1 50 100 1.0 0.0005 50 5369 -43 4300.579015250158 4434.795861446496 25 TARGET 1 50 100 1.0 0.0005 50 5369 -44 4312.274226641414 4446.571599786932 25 TARGET 1 50 100 1.0 0.0005 50 5369 -45 4307.463892670192 4466.082845052083 25 TARGET 1 50 100 1.0 0.0005 50 5369 -46 4302.822526206071 4458.959968335701 25 TARGET 1 50 100 1.0 0.0005 50 5369 -47 4297.8102714975275 4453.555486505682 25 TARGET 1 50 100 1.0 0.0005 50 5369 -48 4301.3652623237585 4449.205411044034 25 TARGET 1 50 100 1.0 0.0005 50 5369 -49 4297.4953259811655 4429.52559037642 25 TARGET 1 50 100 1.0 0.0005 50 5369 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_50bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_50bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index 08fbe414f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_50bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5488.398759732744 5721.235632694129 50 TARGET 1 100 100 0.5 0.0005 50 7789 -1 5300.617217092803 6104.529622395833 50 TARGET 1 100 100 0.5 0.0005 50 7789 -2 5140.265794336595 5700.700565222538 50 TARGET 1 100 100 0.5 0.0005 50 7789 -3 4998.122614491267 5571.104388612689 50 TARGET 1 100 100 0.5 0.0005 50 7789 -4 4899.0750046033245 5476.214251893939 50 TARGET 1 100 100 0.5 0.0005 50 7789 -5 4808.889286747685 5740.237585819129 50 TARGET 1 100 100 0.5 0.0005 50 7789 -6 4759.145091869213 5902.157877604167 50 TARGET 1 100 100 0.5 0.0005 50 7789 -7 4708.053135521885 5318.862763375947 50 TARGET 1 100 100 0.5 0.0005 50 7789 -8 4658.557436342592 5410.552320075758 50 TARGET 1 100 100 0.5 0.0005 50 7789 -9 4628.322923242845 5018.26347952178 50 TARGET 1 100 100 0.5 0.0005 50 7789 -10 4620.91614386048 4830.649103338068 50 TARGET 1 100 100 0.5 0.0005 50 7789 -11 4591.549789891098 4808.832978219697 50 TARGET 1 100 100 0.5 0.0005 50 7789 -12 4576.533367529461 4652.102272727273 50 TARGET 1 100 100 0.5 0.0005 50 7789 -13 4562.054475418245 4700.260135535038 50 TARGET 1 100 100 0.5 0.0005 50 7789 -14 4546.197707873001 4777.349564985795 50 TARGET 1 100 100 0.5 0.0005 50 7789 -15 4520.7741460832285 4705.367291074811 50 TARGET 1 100 100 0.5 0.0005 50 7789 -16 4516.288319391835 4647.629142992424 50 TARGET 1 100 100 0.5 0.0005 50 7789 -17 4486.589656328914 4575.656531131629 50 TARGET 1 100 100 0.5 0.0005 50 7789 -18 4491.102869515467 4585.281590317235 50 TARGET 1 100 100 0.5 0.0005 50 7789 -19 4466.096301557239 4508.143495501894 50 TARGET 1 100 100 0.5 0.0005 50 7789 -20 4459.156624842171 4504.594608191288 50 TARGET 1 100 100 0.5 0.0005 50 7789 -21 4455.473521017467 4482.665305397727 50 TARGET 1 100 100 0.5 0.0005 50 7789 -22 4439.357298571654 4489.355883049242 50 TARGET 1 100 100 0.5 0.0005 50 7789 -23 4430.904351128473 4456.457253196023 50 TARGET 1 100 100 0.5 0.0005 50 7789 -24 4440.4507740162035 4441.798931699811 50 TARGET 1 100 100 0.5 0.0005 50 7789 -25 4429.520714962121 4448.314290364583 50 TARGET 1 100 100 0.5 0.0005 50 7789 -26 4419.8632533012415 4448.665246212121 50 TARGET 1 100 100 0.5 0.0005 50 7789 -27 4414.969869594382 4397.726296164773 50 TARGET 1 100 100 0.5 0.0005 50 7789 -28 4407.650846025358 4383.333895596591 50 TARGET 1 100 100 0.5 0.0005 50 7789 -29 4407.346155237268 4410.368134469697 50 TARGET 1 100 100 0.5 0.0005 50 7789 -30 4414.863603482744 4377.979595762311 50 TARGET 1 100 100 0.5 0.0005 50 7789 -31 4402.0562427662035 4417.399961529356 50 TARGET 1 100 100 0.5 0.0005 50 7789 -32 4400.510196364688 4401.929939038826 50 TARGET 1 100 100 0.5 0.0005 50 7789 -33 4394.049342710964 4380.759514086174 50 TARGET 1 100 100 0.5 0.0005 50 7789 -34 4394.161446825021 4377.420854048295 50 TARGET 1 100 100 0.5 0.0005 50 7789 -35 4384.769361913405 4386.745738636364 50 TARGET 1 100 100 0.5 0.0005 50 7789 -36 4386.636994949495 4385.104329427083 50 TARGET 1 100 100 0.5 0.0005 50 7789 -37 4379.727282591541 4392.649724786932 50 TARGET 1 100 100 0.5 0.0005 50 7789 -38 4375.066971801347 4368.438225023674 50 TARGET 1 100 100 0.5 0.0005 50 7789 -39 4384.4387741345745 4372.048162286932 50 TARGET 1 100 100 0.5 0.0005 50 7789 -40 4380.433240280408 4360.023644649621 50 TARGET 1 100 100 0.5 0.0005 50 7789 -41 4373.022794678556 4369.317737926136 50 TARGET 1 100 100 0.5 0.0005 50 7789 -42 4372.015506628788 4369.740574692235 50 TARGET 1 100 100 0.5 0.0005 50 7789 -43 4367.626583214962 4368.950565222538 50 TARGET 1 100 100 0.5 0.0005 50 7789 -44 4364.598399358165 4365.150020714962 50 TARGET 1 100 100 0.5 0.0005 50 7789 -45 4356.8882444234005 4364.287227746212 50 TARGET 1 100 100 0.5 0.0005 50 7789 -46 4361.042421283144 4350.52314157197 50 TARGET 1 100 100 0.5 0.0005 50 7789 -47 4362.777003432765 4341.553888494318 50 TARGET 1 100 100 0.5 0.0005 50 7789 -48 4345.896671796086 4352.34892874053 50 TARGET 1 100 100 0.5 0.0005 50 7789 -49 4355.345303622159 4365.274266098485 50 TARGET 1 100 100 0.5 0.0005 50 7789 -50 4348.18112768308 4337.385845762311 50 TARGET 1 100 100 0.5 0.0005 50 7789 -51 4349.7095038930975 4362.756170099432 50 TARGET 1 100 100 0.5 0.0005 50 7789 -52 4356.406743213384 4352.023126775568 50 TARGET 1 100 100 0.5 0.0005 50 7789 -53 4351.376323455914 4354.679406368371 50 TARGET 1 100 100 0.5 0.0005 50 7789 -54 4331.346696127946 4328.239760890152 50 TARGET 1 100 100 0.5 0.0005 50 7789 -55 4334.580806436764 4344.103486032197 50 TARGET 1 100 100 0.5 0.0005 50 7789 -56 4337.053000710227 4363.098973129735 50 TARGET 1 100 100 0.5 0.0005 50 7789 -57 4334.261807528409 4338.975275213068 50 TARGET 1 100 100 0.5 0.0005 50 7789 -58 4330.531460437711 4314.703376538826 50 TARGET 1 100 100 0.5 0.0005 50 7789 -59 4328.341321746107 4331.160659327652 50 TARGET 1 100 100 0.5 0.0005 50 7789 -60 4324.504238347012 4327.327577533144 50 TARGET 1 100 100 0.5 0.0005 50 7789 -61 4326.611535274621 4339.748712713068 50 TARGET 1 100 100 0.5 0.0005 50 7789 -62 4315.6764487321125 4335.724934895833 50 TARGET 1 100 100 0.5 0.0005 50 7789 -63 4321.194598984638 4321.335700757576 50 TARGET 1 100 100 0.5 0.0005 50 7789 -64 4316.192862873527 4328.273407907197 50 TARGET 1 100 100 0.5 0.0005 50 7789 -65 4315.2420378919405 4320.039624763258 50 TARGET 1 100 100 0.5 0.0005 50 7789 -66 4313.860037549979 4305.381318063447 50 TARGET 1 100 100 0.5 0.0005 50 7789 -67 4314.869921546191 4311.437810724432 50 TARGET 1 100 100 0.5 0.0005 50 7789 -68 4318.677144162984 4314.062559185606 50 TARGET 1 100 100 0.5 0.0005 50 7789 -69 4309.84956662984 4330.828228574811 50 TARGET 1 100 100 0.5 0.0005 50 7789 -70 4317.302721222643 4307.973588423295 50 TARGET 1 100 100 0.5 0.0005 50 7789 -71 4297.852604824285 4316.450446851326 50 TARGET 1 100 100 0.5 0.0005 50 7789 -72 4302.0632085832285 4317.697147253788 50 TARGET 1 100 100 0.5 0.0005 50 7789 -73 4304.9424732349535 4304.205152107008 50 TARGET 1 100 100 0.5 0.0005 50 7789 -74 4306.644220525568 4288.913589015152 50 TARGET 1 100 100 0.5 0.0005 50 7789 -75 4307.894572351115 4308.756939512311 50 TARGET 1 100 100 0.5 0.0005 50 7789 -76 4305.352884311868 4298.911857836174 50 TARGET 1 100 100 0.5 0.0005 50 7789 -77 4298.48295290141 4295.673887310606 50 TARGET 1 100 100 0.5 0.0005 50 7789 -78 4291.990165325126 4291.254424124053 50 TARGET 1 100 100 0.5 0.0005 50 7789 -79 4291.518541535143 4332.740648674242 50 TARGET 1 100 100 0.5 0.0005 50 7789 -80 4292.171611952862 4309.310680042614 50 TARGET 1 100 100 0.5 0.0005 50 7789 -81 4290.5184346722435 4296.961544152462 50 TARGET 1 100 100 0.5 0.0005 50 7789 -82 4290.129279448127 4289.518539891098 50 TARGET 1 100 100 0.5 0.0005 50 7789 -83 4287.088028724747 4288.284194483902 50 TARGET 1 100 100 0.5 0.0005 50 7789 -84 4290.239759246107 4294.779770359848 50 TARGET 1 100 100 0.5 0.0005 50 7789 -85 4287.632694128788 4285.328583688447 50 TARGET 1 100 100 0.5 0.0005 50 7789 -86 4281.560640585543 4287.116432883523 50 TARGET 1 100 100 0.5 0.0005 50 7789 -87 4282.885993726326 4293.415364583333 50 TARGET 1 100 100 0.5 0.0005 50 7789 -88 4290.276023582176 4287.407300544508 50 TARGET 1 100 100 0.5 0.0005 50 7789 -89 4287.742815525042 4304.98017282197 50 TARGET 1 100 100 0.5 0.0005 50 7789 -90 4286.25579525726 4286.632265033144 50 TARGET 1 100 100 0.5 0.0005 50 7789 -91 4279.594312263258 4299.18036813447 50 TARGET 1 100 100 0.5 0.0005 50 7789 -92 4276.009183633207 4287.77362985322 50 TARGET 1 100 100 0.5 0.0005 50 7789 -93 4279.766483191288 4288.462905421402 50 TARGET 1 100 100 0.5 0.0005 50 7789 -94 4278.0254810474535 4286.833259351326 50 TARGET 1 100 100 0.5 0.0005 50 7789 -95 4274.1020228324915 4289.143125591856 50 TARGET 1 100 100 0.5 0.0005 50 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-15 4528.35517282197 4592.418501420455 50 TARGET 1 100 100 0.0 0.0005 50 839 -16 4520.434359874789 4579.742572206439 50 TARGET 1 100 100 0.0 0.0005 50 839 -17 4496.97777416088 4476.110011245265 50 TARGET 1 100 100 0.0 0.0005 50 839 -18 4477.400313354903 4485.010816169508 50 TARGET 1 100 100 0.0 0.0005 50 839 -19 4474.320018216014 4489.09394235322 50 TARGET 1 100 100 0.0 0.0005 50 839 -20 4479.871683962016 4440.553207859848 50 TARGET 1 100 100 0.0 0.0005 50 839 -21 4465.599366056397 4435.758922230114 50 TARGET 1 100 100 0.0 0.0005 50 839 -22 4455.643437960332 4483.11279296875 50 TARGET 1 100 100 0.0 0.0005 50 839 -23 4460.012923834701 4485.767459753788 50 TARGET 1 100 100 0.0 0.0005 50 839 -24 4441.968437631524 4459.974712949811 50 TARGET 1 100 100 0.0 0.0005 50 839 -25 4430.242624815867 4428.059851444129 50 TARGET 1 100 100 0.0 0.0005 50 839 -26 4434.886901238952 4389.626982717803 50 TARGET 1 100 100 0.0 0.0005 50 839 -27 4424.462040653935 4432.188017874053 50 TARGET 1 100 100 0.0 0.0005 50 839 -28 4426.336253156565 4420.474742542614 50 TARGET 1 100 100 0.0 0.0005 50 839 -29 4409.364912142256 4376.742305871212 50 TARGET 1 100 100 0.0 0.0005 50 839 -30 4420.326824560711 4383.074647845644 50 TARGET 1 100 100 0.0 0.0005 50 839 -31 4411.864379471801 4464.15185546875 50 TARGET 1 100 100 0.0 0.0005 50 839 -32 4413.606134588068 4367.937810724432 50 TARGET 1 100 100 0.0 0.0005 50 839 -33 4402.815774936868 4413.725719105114 50 TARGET 1 100 100 0.0 0.0005 50 839 -34 4393.511629971591 4405.599106297348 50 TARGET 1 100 100 0.0 0.0005 50 839 -35 4387.620518334385 4404.697650331439 50 TARGET 1 100 100 0.0 0.0005 50 839 -36 4392.374110571865 4365.414609966856 50 TARGET 1 100 100 0.0 0.0005 50 839 -37 4389.898179384996 4371.429746685606 50 TARGET 1 100 100 0.0 0.0005 50 839 -38 4379.157808554293 4356.945297703598 50 TARGET 1 100 100 0.0 0.0005 50 839 -39 4383.137838344382 4384.52783203125 50 TARGET 1 100 100 0.0 0.0005 50 839 -40 4385.693186750315 4386.486505681818 50 TARGET 1 100 100 0.0 0.0005 50 839 -41 4377.551279395518 4367.68681936553 50 TARGET 1 100 100 0.0 0.0005 50 839 -42 4378.082736545139 4369.266956676136 50 TARGET 1 100 100 0.0 0.0005 50 839 -43 4370.216726181082 4345.3583984375 50 TARGET 1 100 100 0.0 0.0005 50 839 -44 4369.488450586595 4329.338230942235 50 TARGET 1 100 100 0.0 0.0005 50 839 -45 4370.16227706755 4337.015447443182 50 TARGET 1 100 100 0.0 0.0005 50 839 -46 4364.832407736217 4354.879364938447 50 TARGET 1 100 100 0.0 0.0005 50 839 -47 4369.506783328073 4327.672289299242 50 TARGET 1 100 100 0.0 0.0005 50 839 -48 4353.745473945181 4343.66582327178 50 TARGET 1 100 100 0.0 0.0005 50 839 -49 4370.9367618239685 4352.147816051136 50 TARGET 1 100 100 0.0 0.0005 50 839 -50 4352.796534682765 4328.364760890152 50 TARGET 1 100 100 0.0 0.0005 50 839 -51 4358.223670625526 4335.743090080492 50 TARGET 1 100 100 0.0 0.0005 50 839 -52 4353.477446996002 4335.913367069129 50 TARGET 1 100 100 0.0 0.0005 50 839 -53 4349.400681620897 4344.357111150568 50 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4297.270563710017 4271.797540838068 50 TARGET 1 100 100 0.0 0.0005 50 839 -80 4296.675352154356 4292.061745383523 50 TARGET 1 100 100 0.0 0.0005 50 839 -81 4300.412568063447 4274.156812263258 50 TARGET 1 100 100 0.0 0.0005 50 839 -82 4299.168509640677 4312.313432173295 50 TARGET 1 100 100 0.0 0.0005 50 839 -83 4295.831727101747 4313.400701349432 50 TARGET 1 100 100 0.0 0.0005 50 839 -84 4300.5267354534935 4283.400760535038 50 TARGET 1 100 100 0.0 0.0005 50 839 -85 4287.052313499579 4276.767977627841 50 TARGET 1 100 100 0.0 0.0005 50 839 -86 4286.196192063868 4287.111772017045 50 TARGET 1 100 100 0.0 0.0005 50 839 -87 4300.072956123738 4286.576408617424 50 TARGET 1 100 100 0.0 0.0005 50 839 -88 4290.431200021044 4265.637384588068 50 TARGET 1 100 100 0.0 0.0005 50 839 -89 4284.663641624579 4267.909401633523 50 TARGET 1 100 100 0.0 0.0005 50 839 -90 4283.143311368897 4280.087787050189 50 TARGET 1 100 100 0.0 0.0005 50 839 -91 4284.82438973064 4269.083747632576 50 TARGET 1 100 100 0.0 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a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_50bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5488.485951638783 5540.422836766098 50 TARGET 1 100 100 1.0 0.0005 50 2766 -1 5293.977443707912 5689.790187026515 50 TARGET 1 100 100 1.0 0.0005 50 2766 -2 5128.279347840383 6121.454870975379 50 TARGET 1 100 100 1.0 0.0005 50 2766 -3 5003.2958984375 5676.878861860795 50 TARGET 1 100 100 1.0 0.0005 50 2766 -4 4908.500946969697 5341.564216382576 50 TARGET 1 100 100 1.0 0.0005 50 2766 -5 4818.402016585122 5063.52666311553 50 TARGET 1 100 100 1.0 0.0005 50 2766 -6 4750.644291219486 5448.544818300189 50 TARGET 1 100 100 1.0 0.0005 50 2766 -7 4712.442295678135 5442.556611032197 50 TARGET 1 100 100 1.0 0.0005 50 2766 -8 4683.664409393414 5025.726488517992 50 TARGET 1 100 100 1.0 0.0005 50 2766 -9 4645.104416561448 4893.241980350379 50 TARGET 1 100 100 1.0 0.0005 50 2766 -10 4601.042911208438 4677.035910866477 50 TARGET 1 100 100 1.0 0.0005 50 2766 -11 4589.444063026094 4697.967610677083 50 TARGET 1 100 100 1.0 0.0005 50 2766 -12 4586.234282933502 4623.215479995265 50 TARGET 1 100 100 1.0 0.0005 50 2766 -13 4567.080832741477 4528.829501065341 50 TARGET 1 100 100 1.0 0.0005 50 2766 -14 4533.199606744529 4609.452059659091 50 TARGET 1 100 100 1.0 0.0005 50 2766 -15 4517.719179095644 4589.005237926136 50 TARGET 1 100 100 1.0 0.0005 50 2766 -16 4501.633045954335 4445.344652580492 50 TARGET 1 100 100 1.0 0.0005 50 2766 -17 4494.239287405303 4419.513287168561 50 TARGET 1 100 100 1.0 0.0005 50 2766 -18 4479.83328236795 4432.789225260417 50 TARGET 1 100 100 1.0 0.0005 50 2766 -19 4465.916569668035 4428.988414417614 50 TARGET 1 100 100 1.0 0.0005 50 2766 -20 4461.454652317445 4368.069454308712 50 TARGET 1 100 100 1.0 0.0005 50 2766 -21 4458.121858230745 4399.693388967803 50 TARGET 1 100 100 1.0 0.0005 50 2766 -22 4464.214680989583 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TARGET 1 100 100 1.0 0.0005 50 2766 -48 4362.109278001368 4294.193433357008 50 TARGET 1 100 100 1.0 0.0005 50 2766 -49 4368.671828966751 4296.114213423295 50 TARGET 1 100 100 1.0 0.0005 50 2766 -50 4352.4363097117 4307.246226917614 50 TARGET 1 100 100 1.0 0.0005 50 2766 -51 4356.7257651383625 4277.631628787879 50 TARGET 1 100 100 1.0 0.0005 50 2766 -52 4347.763604469171 4292.747203480114 50 TARGET 1 100 100 1.0 0.0005 50 2766 -53 4344.476659498632 4290.828361742424 50 TARGET 1 100 100 1.0 0.0005 50 2766 -54 4348.250881207912 4295.616077769886 50 TARGET 1 100 100 1.0 0.0005 50 2766 -55 4348.790316906039 4310.00420217803 50 TARGET 1 100 100 1.0 0.0005 50 2766 -56 4345.497353088173 4282.783217921402 50 TARGET 1 100 100 1.0 0.0005 50 2766 -57 4338.786512586806 4283.75176077178 50 TARGET 1 100 100 1.0 0.0005 50 2766 -58 4344.594646004314 4289.031827059659 50 TARGET 1 100 100 1.0 0.0005 50 2766 -59 4342.696285774411 4293.751598011364 50 TARGET 1 100 100 1.0 0.0005 50 2766 -60 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4252.103397253788 50 TARGET 1 100 100 1.0 0.0005 50 2766 -86 4293.085422914036 4270.917332504735 50 TARGET 1 100 100 1.0 0.0005 50 2766 -87 4288.630686750315 4241.950639204545 50 TARGET 1 100 100 1.0 0.0005 50 2766 -88 4287.854497119634 4241.623017282197 50 TARGET 1 100 100 1.0 0.0005 50 2766 -89 4286.46872533933 4256.342891808712 50 TARGET 1 100 100 1.0 0.0005 50 2766 -90 4289.981104995265 4227.082149621212 50 TARGET 1 100 100 1.0 0.0005 50 2766 -91 4284.12756964173 4242.534549597538 50 TARGET 1 100 100 1.0 0.0005 50 2766 -92 4290.119406960227 4240.239923650568 50 TARGET 1 100 100 1.0 0.0005 50 2766 -93 4280.498669967908 4256.601207386364 50 TARGET 1 100 100 1.0 0.0005 50 2766 -94 4278.7638510758625 4250.145774147727 50 TARGET 1 100 100 1.0 0.0005 50 2766 -95 4284.107234453914 4256.122824928977 50 TARGET 1 100 100 1.0 0.0005 50 2766 -96 4281.586833504314 4245.552260890152 50 TARGET 1 100 100 1.0 0.0005 50 2766 -97 4279.191621619844 4224.899266098485 50 TARGET 1 100 100 1.0 0.0005 50 2766 -98 4285.08493627683 4217.070889559659 50 TARGET 1 100 100 1.0 0.0005 50 2766 -99 4273.465050899621 4214.98906545928 50 TARGET 1 100 100 1.0 0.0005 50 2766 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_50bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_50bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index af9eb4500..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_50bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5493.75528560343 5685.266497987689 50 TARGET 1 50 100 0.5 0.0005 50 6381 -1 5305.169810079967 6140.653557054924 50 TARGET 1 50 100 0.5 0.0005 50 6381 -2 5137.969825205177 6203.415068655303 50 TARGET 1 50 100 0.5 0.0005 50 6381 -3 5018.353592895097 6565.846886837121 50 TARGET 1 50 100 0.5 0.0005 50 6381 -4 4909.548331623527 5882.48583984375 50 TARGET 1 50 100 0.5 0.0005 50 6381 -5 4829.276901501999 5381.389825994318 50 TARGET 1 50 100 0.5 0.0005 50 6381 -6 4765.695631444655 5330.569794625947 50 TARGET 1 50 100 0.5 0.0005 50 6381 -7 4724.190858783144 5354.958880800189 50 TARGET 1 50 100 0.5 0.0005 50 6381 -8 4695.881776751894 5295.290053858902 50 TARGET 1 50 100 0.5 0.0005 50 6381 -9 4655.17374592277 5388.824573863636 50 TARGET 1 50 100 0.5 0.0005 50 6381 -10 4617.280168218645 4924.920188210227 50 TARGET 1 50 100 0.5 0.0005 50 6381 -11 4606.208767361111 4708.824988162879 50 TARGET 1 50 100 0.5 0.0005 50 6381 -12 4593.430088646885 4759.906368371212 50 TARGET 1 50 100 0.5 0.0005 50 6381 -13 4569.801182396885 4773.4453125 50 TARGET 1 50 100 0.5 0.0005 50 6381 -14 4539.965912378998 4663.826216264205 50 TARGET 1 50 100 0.5 0.0005 50 6381 -15 4525.082438973064 4601.631673177083 50 TARGET 1 50 100 0.5 0.0005 50 6381 -16 4510.355695628156 4537.857273910985 50 TARGET 1 50 100 0.5 0.0005 50 6381 -17 4513.615954466541 4578.260239109848 50 TARGET 1 50 100 0.5 0.0005 50 6381 -18 4490.73002321391 4521.730246803977 50 TARGET 1 50 100 0.5 0.0005 50 6381 -19 4471.488411129524 4504.001376065341 50 TARGET 1 50 100 0.5 0.0005 50 6381 -20 4467.83772293245 4488.161502722538 50 TARGET 1 50 100 0.5 0.0005 50 6381 -21 4469.91321417298 4485.755711410985 50 TARGET 1 50 100 0.5 0.0005 50 6381 -22 4451.633989635943 4508.2919921875 50 TARGET 1 50 100 0.5 0.0005 50 6381 -23 4451.2497796980215 4459.071363044508 50 TARGET 1 50 100 0.5 0.0005 50 6381 -24 4443.827728785248 4454.336366595644 50 TARGET 1 50 100 0.5 0.0005 50 6381 -25 4458.386906171086 4476.188269412879 50 TARGET 1 50 100 0.5 0.0005 50 6381 -26 4420.369617397938 4444.558623342803 50 TARGET 1 50 100 0.5 0.0005 50 6381 -27 4419.10772109112 4436.732407078598 50 TARGET 1 50 100 0.5 0.0005 50 6381 -28 4406.771339699074 4423.299212831439 50 TARGET 1 50 100 0.5 0.0005 50 6381 -29 4413.321800360374 4440.072028882576 50 TARGET 1 50 100 0.5 0.0005 50 6381 -30 4417.168840093645 4456.104906486742 50 TARGET 1 50 100 0.5 0.0005 50 6381 -31 4408.7542268387 4443.932942708333 50 TARGET 1 50 100 0.5 0.0005 50 6381 -32 4411.631510416667 4397.156087239583 50 TARGET 1 50 100 0.5 0.0005 50 6381 -33 4394.309364806923 4389.053133877841 50 TARGET 1 50 100 0.5 0.0005 50 6381 -34 4404.413219105114 4391.868267637311 50 TARGET 1 50 100 0.5 0.0005 50 6381 -35 4395.004575376158 4427.021706321023 50 TARGET 1 50 100 0.5 0.0005 50 6381 -36 4391.471367319024 4391.091042258523 50 TARGET 1 50 100 0.5 0.0005 50 6381 -37 4388.205178411721 4377.622928503788 50 TARGET 1 50 100 0.5 0.0005 50 6381 -38 4383.630852798821 4382.461366595644 50 TARGET 1 50 100 0.5 0.0005 50 6381 -39 4378.314277212226 4407.620679450758 50 TARGET 1 50 100 0.5 0.0005 50 6381 -40 4377.839519873211 4391.094770951705 50 TARGET 1 50 100 0.5 0.0005 50 6381 -41 4373.6523158012415 4404.285910866477 50 TARGET 1 50 100 0.5 0.0005 50 6381 -42 4374.040180450336 4385.87480764678 50 TARGET 1 50 100 0.5 0.0005 50 6381 -43 4361.134519018308 4381.322857481061 50 TARGET 1 50 100 0.5 0.0005 50 6381 -44 4370.484889585964 4378.602035984848 50 TARGET 1 50 100 0.5 0.0005 50 6381 -45 4360.3058136705595 4359.359271425189 50 TARGET 1 50 100 0.5 0.0005 50 6381 -46 4362.001303727378 4368.176728219697 50 TARGET 1 50 100 0.5 0.0005 50 6381 -47 4370.308799255577 4355.335671164773 50 TARGET 1 50 100 0.5 0.0005 50 6381 -48 4360.502411813447 4353.242498224432 50 TARGET 1 50 100 0.5 0.0005 50 6381 -49 4355.44890144939 4348.091915246212 50 TARGET 1 50 100 0.5 0.0005 50 6381 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_50bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_50bs_50e_0k_TARGET.tsv deleted file mode 100644 index 4afbdfa41..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_50bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5486.583134403935 5572.998964251894 50 TARGET 1 50 100 0.0 0.0005 50 2992 -1 5291.68119508891 5967.688683712121 50 TARGET 1 50 100 0.0 0.0005 50 2992 -2 5122.767070115215 6119.898763020833 50 TARGET 1 50 100 0.0 0.0005 50 2992 -3 4999.3827516703495 5532.784120501894 50 TARGET 1 50 100 0.0 0.0005 50 2992 -4 4897.248147161721 5445.569306344697 50 TARGET 1 50 100 0.0 0.0005 50 2992 -5 4821.615482625736 5607.103293678977 50 TARGET 1 50 100 0.0 0.0005 50 2992 -6 4763.0681505813345 5276.223218513258 50 TARGET 1 50 100 0.0 0.0005 50 2992 -7 4688.5666265519785 5055.765891335227 50 TARGET 1 50 100 0.0 0.0005 50 2992 -8 4663.218791101115 5233.922407670455 50 TARGET 1 50 100 0.0 0.0005 50 2992 -9 4637.696747750947 4922.656501538826 50 TARGET 1 50 100 0.0 0.0005 50 2992 -10 4604.570345380892 4974.584058357008 50 TARGET 1 50 100 0.0 0.0005 50 2992 -11 4594.610170717592 4837.507842092803 50 TARGET 1 50 100 0.0 0.0005 50 2992 -12 4561.407912129103 4866.100082859848 50 TARGET 1 50 100 0.0 0.0005 50 2992 -13 4554.36481021149 4672.810206557765 50 TARGET 1 50 100 0.0 0.0005 50 2992 -14 4529.275770399306 4689.689053622159 50 TARGET 1 50 100 0.0 0.0005 50 2992 -15 4501.03453973327 4623.598573626894 50 TARGET 1 50 100 0.0 0.0005 50 2992 -16 4494.206227312185 4625.893761837121 50 TARGET 1 50 100 0.0 0.0005 50 2992 -17 4491.1975336042715 4575.788411458333 50 TARGET 1 50 100 0.0 0.0005 50 2992 -18 4475.474139178241 4585.661857836174 50 TARGET 1 50 100 0.0 0.0005 50 2992 -19 4461.6552126078495 4662.829826586174 50 TARGET 1 50 100 0.0 0.0005 50 2992 -20 4452.938183922559 4574.560813210227 50 TARGET 1 50 100 0.0 0.0005 50 2992 -21 4438.014013836279 4538.041074810606 50 TARGET 1 50 100 0.0 0.0005 50 2992 -22 4443.058398108691 4501.054865056818 50 TARGET 1 50 100 0.0 0.0005 50 2992 -23 4437.384231310501 4500.165172230114 50 TARGET 1 50 100 0.0 0.0005 50 2992 -24 4436.577367095433 4488.849920099432 50 TARGET 1 50 100 0.0 0.0005 50 2992 -25 4424.576115977483 4530.246152935606 50 TARGET 1 50 100 0.0 0.0005 50 2992 -26 4427.818512271149 4465.411828243371 50 TARGET 1 50 100 0.0 0.0005 50 2992 -27 4419.233467487374 4451.601518110795 50 TARGET 1 50 100 0.0 0.0005 50 2992 -28 4409.785272977168 4446.972434303977 50 TARGET 1 50 100 0.0 0.0005 50 2992 -29 4399.490650318287 4459.083274147727 50 TARGET 1 50 100 0.0 0.0005 50 2992 -30 4402.754440564499 4472.841027462121 50 TARGET 1 50 100 0.0 0.0005 50 2992 -31 4388.8091132680975 4469.074055989583 50 TARGET 1 50 100 0.0 0.0005 50 2992 -32 4399.002831044823 4488.528823390152 50 TARGET 1 50 100 0.0 0.0005 50 2992 -33 4385.221247303767 4492.010505445076 50 TARGET 1 50 100 0.0 0.0005 50 2992 -34 4384.906276304714 4450.598943536932 50 TARGET 1 50 100 0.0 0.0005 50 2992 -35 4387.658914996317 4463.695638020833 50 TARGET 1 50 100 0.0 0.0005 50 2992 -36 4391.49866339173 4480.735233191288 50 TARGET 1 50 100 0.0 0.0005 50 2992 -37 4376.30995173085 4466.765284682765 50 TARGET 1 50 100 0.0 0.0005 50 2992 -38 4378.577853732639 4440.24579782197 50 TARGET 1 50 100 0.0 0.0005 50 2992 -39 4382.1563996080595 4441.084724195076 50 TARGET 1 50 100 0.0 0.0005 50 2992 -40 4368.7597376762415 4425.674109256629 50 TARGET 1 50 100 0.0 0.0005 50 2992 -41 4368.125611584596 4438.422452059659 50 TARGET 1 50 100 0.0 0.0005 50 2992 -42 4361.334410182555 4461.983531605114 50 TARGET 1 50 100 0.0 0.0005 50 2992 -43 4356.788651488847 4439.44989938447 50 TARGET 1 50 100 0.0 0.0005 50 2992 -44 4358.373244160353 4450.86542672822 50 TARGET 1 50 100 0.0 0.0005 50 2992 -45 4347.0481491345745 4428.331187855114 50 TARGET 1 50 100 0.0 0.0005 50 2992 -46 4357.096821075336 4429.695490056818 50 TARGET 1 50 100 0.0 0.0005 50 2992 -47 4356.155643347538 4414.664506392045 50 TARGET 1 50 100 0.0 0.0005 50 2992 -48 4349.854781539352 4412.478116122159 50 TARGET 1 50 100 0.0 0.0005 50 2992 -49 4348.228905263573 4416.299198035038 50 TARGET 1 50 100 0.0 0.0005 50 2992 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_50bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_50bs_50e_1k_TARGET.tsv deleted file mode 100644 index 4c4667162..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0005lr_50bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5489.087039009891 5807.732066761364 50 TARGET 1 50 100 1.0 0.0005 50 8727 -1 5305.8180207018095 5851.491743607955 50 TARGET 1 50 100 1.0 0.0005 50 8727 -2 5141.227414115109 5873.630311908144 50 TARGET 1 50 100 1.0 0.0005 50 8727 -3 5016.334313183923 5699.541577888258 50 TARGET 1 50 100 1.0 0.0005 50 8727 -4 4905.721484046191 5443.029119318182 50 TARGET 1 50 100 1.0 0.0005 50 8727 -5 4810.031077375315 5269.079219933712 50 TARGET 1 50 100 1.0 0.0005 50 8727 -6 4762.524626144255 5059.007043087121 50 TARGET 1 50 100 1.0 0.0005 50 8727 -7 4710.976158065026 5017.685665246212 50 TARGET 1 50 100 1.0 0.0005 50 8727 -8 4669.307122330071 5061.766216856061 50 TARGET 1 50 100 1.0 0.0005 50 8727 -9 4628.79353923348 4742.154947916667 50 TARGET 1 50 100 1.0 0.0005 50 8727 -10 4610.864497843014 4825.742956912879 50 TARGET 1 50 100 1.0 0.0005 50 8727 -11 4597.453014849011 4849.410023082386 50 TARGET 1 50 100 1.0 0.0005 50 8727 -12 4567.944620357218 4650.089917732008 50 TARGET 1 50 100 1.0 0.0005 50 8727 -13 4555.6634837962965 4669.567634351326 50 TARGET 1 50 100 1.0 0.0005 50 8727 -14 4521.90828532723 4575.303133877841 50 TARGET 1 50 100 1.0 0.0005 50 8727 -15 4525.451252433186 4488.407788825758 50 TARGET 1 50 100 1.0 0.0005 50 8727 -16 4490.596957531039 4560.405539772727 50 TARGET 1 50 100 1.0 0.0005 50 8727 -17 4482.412651909723 4496.524354876894 50 TARGET 1 50 100 1.0 0.0005 50 8727 -18 4480.676200481376 4442.318270596591 50 TARGET 1 50 100 1.0 0.0005 50 8727 -19 4480.2424965803875 4432.372425426136 50 TARGET 1 50 100 1.0 0.0005 50 8727 -20 4464.597577335859 4417.755252722538 50 TARGET 1 50 100 1.0 0.0005 50 8727 -21 4457.023207333754 4370.630267518939 50 TARGET 1 50 100 1.0 0.0005 50 8727 -22 4449.142140809133 4438.470925071023 50 TARGET 1 50 100 1.0 0.0005 50 8727 -23 4436.969879458649 4414.916977391098 50 TARGET 1 50 100 1.0 0.0005 50 8727 -24 4443.4978331492 4409.741447679924 50 TARGET 1 50 100 1.0 0.0005 50 8727 -25 4429.210667876683 4372.684466737689 50 TARGET 1 50 100 1.0 0.0005 50 8727 -26 4419.814237755156 4377.444750236742 50 TARGET 1 50 100 1.0 0.0005 50 8727 -27 4418.127987229062 4360.207993016098 50 TARGET 1 50 100 1.0 0.0005 50 8727 -28 4416.794764046717 4376.835907907197 50 TARGET 1 50 100 1.0 0.0005 50 8727 -29 4408.554061119003 4352.68622750947 50 TARGET 1 50 100 1.0 0.0005 50 8727 -30 4406.680991227378 4347.513494318182 50 TARGET 1 50 100 1.0 0.0005 50 8727 -31 4403.749608717382 4363.809037642045 50 TARGET 1 50 100 1.0 0.0005 50 8727 -32 4394.706095788615 4336.132265033144 50 TARGET 1 50 100 1.0 0.0005 50 8727 -33 4396.108183067656 4384.828080610795 50 TARGET 1 50 100 1.0 0.0005 50 8727 -34 4395.738626499368 4349.281072443182 50 TARGET 1 50 100 1.0 0.0005 50 8727 -35 4384.908998842592 4350.923177083333 50 TARGET 1 50 100 1.0 0.0005 50 8727 -36 4386.815840698653 4368.026633522727 50 TARGET 1 50 100 1.0 0.0005 50 8727 -37 4382.446951612479 4394.926180752841 50 TARGET 1 50 100 1.0 0.0005 50 8727 -38 4387.391596630366 4335.561479048295 50 TARGET 1 50 100 1.0 0.0005 50 8727 -39 4375.427071825021 4370.528926964962 50 TARGET 1 50 100 1.0 0.0005 50 8727 -40 4388.373480902777 4352.496152935606 50 TARGET 1 50 100 1.0 0.0005 50 8727 -41 4374.625437315867 4349.308430989583 50 TARGET 1 50 100 1.0 0.0005 50 8727 -42 4387.09725345907 4328.113251657197 50 TARGET 1 50 100 1.0 0.0005 50 8727 -43 4375.389147003893 4367.006969105114 50 TARGET 1 50 100 1.0 0.0005 50 8727 -44 4366.118724681713 4334.679702296402 50 TARGET 1 50 100 1.0 0.0005 50 8727 -45 4355.697880497685 4350.300840435606 50 TARGET 1 50 100 1.0 0.0005 50 8727 -46 4357.984774502841 4343.79912405303 50 TARGET 1 50 100 1.0 0.0005 50 8727 -47 4356.695075757576 4322.159253669508 50 TARGET 1 50 100 1.0 0.0005 50 8727 -48 4351.50197449758 4359.382427793561 50 TARGET 1 50 100 1.0 0.0005 50 8727 -49 4350.239310421927 4344.298473011364 50 TARGET 1 50 100 1.0 0.0005 50 8727 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_25bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_25bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index e5bc925b0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_25bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5180.022710010259 19363.626494436554 25 TARGET 1 100 100 0.5 0.0015 50 6212 -1 4689.979603160511 10002.971043442234 25 TARGET 1 100 100 0.5 0.0015 50 6212 -2 4558.347702283249 5696.072147253788 25 TARGET 1 100 100 0.5 0.0015 50 6212 -3 4524.547998704493 5015.498468572443 25 TARGET 1 100 100 0.5 0.0015 50 6212 -4 4472.468754110111 4774.981556285511 25 TARGET 1 100 100 0.5 0.0015 50 6212 -5 4437.6757500131525 4620.528068773674 25 TARGET 1 100 100 0.5 0.0015 50 6212 -6 4415.328686441235 4580.470318418561 25 TARGET 1 100 100 0.5 0.0015 50 6212 -7 4401.355684119844 4487.265395655777 25 TARGET 1 100 100 0.5 0.0015 50 6212 -8 4409.460469769308 4490.097404711174 25 TARGET 1 100 100 0.5 0.0015 50 6212 -9 4390.069808600326 4444.65420069839 25 TARGET 1 100 100 0.5 0.0015 50 6212 -10 4369.175768919666 4468.767422762784 25 TARGET 1 100 100 0.5 0.0015 50 6212 -11 4374.546678536669 4419.628136837121 25 TARGET 1 100 100 0.5 0.0015 50 6212 -12 4359.05459132339 4397.339962121212 25 TARGET 1 100 100 0.5 0.0015 50 6212 -13 4359.699864859533 4425.788004557292 25 TARGET 1 100 100 0.5 0.0015 50 6212 -14 4340.495401607218 4383.891631155303 25 TARGET 1 100 100 0.5 0.0015 50 6212 -15 4338.586918994634 4365.311538233902 25 TARGET 1 100 100 0.5 0.0015 50 6212 -16 4326.109056055345 4394.446954900568 25 TARGET 1 100 100 0.5 0.0015 50 6212 -17 4324.927761501736 4338.982266512784 25 TARGET 1 100 100 0.5 0.0015 50 6212 -18 4326.382279007523 4354.022194602273 25 TARGET 1 100 100 0.5 0.0015 50 6212 -19 4310.929029882155 4340.399547230114 25 TARGET 1 100 100 0.5 0.0015 50 6212 -20 4298.358225812815 4338.460819128788 25 TARGET 1 100 100 0.5 0.0015 50 6212 -21 4298.608938506155 4319.069927793561 25 TARGET 1 100 100 0.5 0.0015 50 6212 -22 4287.275110315393 4333.55058889678 25 TARGET 1 100 100 0.5 0.0015 50 6212 -23 4283.370921947338 4348.90800337358 25 TARGET 1 100 100 0.5 0.0015 50 6212 -24 4278.551913996738 4351.002552379261 25 TARGET 1 100 100 0.5 0.0015 50 6212 -25 4284.030739524148 4321.119229403409 25 TARGET 1 100 100 0.5 0.0015 50 6212 -26 4276.355594519413 4311.556899562027 25 TARGET 1 100 100 0.5 0.0015 50 6212 -27 4268.895804562552 4302.12870649858 25 TARGET 1 100 100 0.5 0.0015 50 6212 -28 4270.454441879735 4313.273282137784 25 TARGET 1 100 100 0.5 0.0015 50 6212 -29 4267.862900653672 4305.100105054451 25 TARGET 1 100 100 0.5 0.0015 50 6212 -30 4258.425509982639 4315.963068181818 25 TARGET 1 100 100 0.5 0.0015 50 6212 -31 4264.913885765204 4315.318189216383 25 TARGET 1 100 100 0.5 0.0015 50 6212 -32 4261.857022372159 4332.930360736269 25 TARGET 1 100 100 0.5 0.0015 50 6212 -33 4252.350698554556 4280.371685606061 25 TARGET 1 100 100 0.5 0.0015 50 6212 -34 4251.109514743792 4319.006118312027 25 TARGET 1 100 100 0.5 0.0015 50 6212 -35 4250.657189160485 4290.564667672822 25 TARGET 1 100 100 0.5 0.0015 50 6212 -36 4252.115820476904 4303.40878758286 25 TARGET 1 100 100 0.5 0.0015 50 6212 -37 4246.741351092303 4302.308734315814 25 TARGET 1 100 100 0.5 0.0015 50 6212 -38 4243.975694444444 4280.634262547348 25 TARGET 1 100 100 0.5 0.0015 50 6212 -39 4238.93181900384 4282.611653645833 25 TARGET 1 100 100 0.5 0.0015 50 6212 -40 4237.760394472064 4283.455048532197 25 TARGET 1 100 100 0.5 0.0015 50 6212 -41 4236.774186362321 4292.497277462121 25 TARGET 1 100 100 0.5 0.0015 50 6212 -42 4245.588452066235 4324.02285304214 25 TARGET 1 100 100 0.5 0.0015 50 6212 -43 4231.434939811526 4281.882768110795 25 TARGET 1 100 100 0.5 0.0015 50 6212 -44 4236.295545378919 4293.467433120265 25 TARGET 1 100 100 0.5 0.0015 50 6212 -45 4232.546562631524 4278.775693951231 25 TARGET 1 100 100 0.5 0.0015 50 6212 -46 4234.602953772754 4285.051343513258 25 TARGET 1 100 100 0.5 0.0015 50 6212 -47 4217.876398259943 4298.142518939394 25 TARGET 1 100 100 0.5 0.0015 50 6212 -48 4230.536161583281 4272.429206616951 25 TARGET 1 100 100 0.5 0.0015 50 6212 -49 4223.871474346328 4269.230705492424 25 TARGET 1 100 100 0.5 0.0015 50 6212 -50 4219.9466236255785 4285.658351089015 25 TARGET 1 100 100 0.5 0.0015 50 6212 -51 4223.654299341067 4259.912072383996 25 TARGET 1 100 100 0.5 0.0015 50 6212 -52 4212.660690564499 4273.347996567235 25 TARGET 1 100 100 0.5 0.0015 50 6212 -53 4221.375902991504 4268.838460286458 25 TARGET 1 100 100 0.5 0.0015 50 6212 -54 4217.477573998448 4265.854899088542 25 TARGET 1 100 100 0.5 0.0015 50 6212 -55 4223.113822551689 4279.740648674242 25 TARGET 1 100 100 0.5 0.0015 50 6212 -56 4214.187306002736 4262.451556581439 25 TARGET 1 100 100 0.5 0.0015 50 6212 -57 4213.620708221539 4264.6739427971115 25 TARGET 1 100 100 0.5 0.0015 50 6212 -58 4224.175341879078 4278.123942057292 25 TARGET 1 100 100 0.5 0.0015 50 6212 -59 4210.143030237268 4278.955011541193 25 TARGET 1 100 100 0.5 0.0015 50 6212 -60 4209.6496935500845 4271.556522253788 25 TARGET 1 100 100 0.5 0.0015 50 6212 -61 4208.742532338358 4286.219800544508 25 TARGET 1 100 100 0.5 0.0015 50 6212 -62 4214.565517643887 4336.175233783144 25 TARGET 1 100 100 0.5 0.0015 50 6212 -63 4207.877858993582 4258.415867660985 25 TARGET 1 100 100 0.5 0.0015 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4193.2248592697815 4088.8657078598485 25 TARGET 1 100 100 0.0 0.0015 50 1838 -96 4188.418707748054 4074.0263819839015 25 TARGET 1 100 100 0.0 0.0015 50 1838 -97 4195.391397700968 4090.41904148911 25 TARGET 1 100 100 0.0 0.0015 50 1838 -98 4189.12887419113 4077.8679643110795 25 TARGET 1 100 100 0.0 0.0015 50 1838 -99 4195.403416078098 4078.5612534031725 25 TARGET 1 100 100 0.0 0.0015 50 1838 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_25bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_25bs_100e_1k_TARGET.tsv deleted file mode 100644 index 4bbbce33a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_25bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5167.539261429398 11222.727820194128 25 TARGET 1 100 100 1.0 0.0015 50 1660 -1 4669.173473833386 7481.652906013258 25 TARGET 1 100 100 1.0 0.0015 50 1660 -2 4559.66808629919 5689.374533913352 25 TARGET 1 100 100 1.0 0.0015 50 1660 -3 4506.456380208333 4893.147187204072 25 TARGET 1 100 100 1.0 0.0015 50 1660 -4 4455.534504386311 4862.650279651989 25 TARGET 1 100 100 1.0 0.0015 50 1660 -5 4442.0451602614685 4640.523615056818 25 TARGET 1 100 100 1.0 0.0015 50 1660 -6 4422.769009265836 4663.175108013731 25 TARGET 1 100 100 1.0 0.0015 50 1660 -7 4392.097375118371 4596.659845525568 25 TARGET 1 100 100 1.0 0.0015 50 1660 -8 4388.199185047086 4641.391327829072 25 TARGET 1 100 100 1.0 0.0015 50 1660 -9 4374.2809779106165 4572.208126183712 25 TARGET 1 100 100 1.0 0.0015 50 1660 -10 4372.23411113084 4630.38076319839 25 TARGET 1 100 100 1.0 0.0015 50 1660 -11 4359.75798019255 4523.354077888258 25 TARGET 1 100 100 1.0 0.0015 50 1660 -12 4350.297794020938 4512.611024798769 25 TARGET 1 100 100 1.0 0.0015 50 1660 -13 4342.156767052031 4442.676099372633 25 TARGET 1 100 100 1.0 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-77 4188.512114964752 4352.714636600379 25 TARGET 1 100 100 1.0 0.0015 50 1660 -78 4184.087379738136 4289.116462476326 25 TARGET 1 100 100 1.0 0.0015 50 1660 -79 4184.945933537852 4333.025405421402 25 TARGET 1 100 100 1.0 0.0015 50 1660 -80 4180.674308597038 4293.423591382576 25 TARGET 1 100 100 1.0 0.0015 50 1660 -81 4178.74942622843 4304.141224254261 25 TARGET 1 100 100 1.0 0.0015 50 1660 -82 4183.426240349459 4294.296771425189 25 TARGET 1 100 100 1.0 0.0015 50 1660 -83 4175.824414391309 4296.030162464489 25 TARGET 1 100 100 1.0 0.0015 50 1660 -84 4178.579903034249 4308.231356534091 25 TARGET 1 100 100 1.0 0.0015 50 1660 -85 4176.199497004551 4294.353567412405 25 TARGET 1 100 100 1.0 0.0015 50 1660 -86 4175.155935165457 4290.065015388258 25 TARGET 1 100 100 1.0 0.0015 50 1660 -87 4172.471657492898 4291.490345348011 25 TARGET 1 100 100 1.0 0.0015 50 1660 -88 4178.842583961358 4291.828169389205 25 TARGET 1 100 100 1.0 0.0015 50 1660 -89 4177.933851453993 4303.934784860322 25 TARGET 1 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b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_25bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index b843cd7d6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_25bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5190.301402698864 15226.378773082386 25 TARGET 1 50 100 0.5 0.0015 50 7185 -1 4714.84411004577 8756.338423295454 25 TARGET 1 50 100 0.5 0.0015 50 7185 -2 4572.195827085964 5590.077215021307 25 TARGET 1 50 100 0.5 0.0015 50 7185 -3 4513.310724431818 5143.689142400568 25 TARGET 1 50 100 0.5 0.0015 50 7185 -4 4495.410290239636 5013.403867779356 25 TARGET 1 50 100 0.5 0.0015 50 7185 -5 4444.699999671191 4643.086011482008 25 TARGET 1 50 100 0.5 0.0015 50 7185 -6 4444.275167034933 4675.999260179924 25 TARGET 1 50 100 0.5 0.0015 50 7185 -7 4439.1760533393835 4559.982592033617 25 TARGET 1 50 100 0.5 0.0015 50 7185 -8 4413.077342434764 4514.793508818655 25 TARGET 1 50 100 0.5 0.0015 50 7185 -9 4385.400458852851 4566.948663884943 25 TARGET 1 50 100 0.5 0.0015 50 7185 -10 4373.563718237058 4413.211891867898 25 TARGET 1 50 100 0.5 0.0015 50 7185 -11 4367.574318214699 4352.827644116951 25 TARGET 1 50 100 0.5 0.0015 50 7185 -12 4363.57848504577 4328.765070134943 25 TARGET 1 50 100 0.5 0.0015 50 7185 -13 4353.621012369792 4324.521587949811 25 TARGET 1 50 100 0.5 0.0015 50 7185 -14 4366.810827184607 4322.309392755682 25 TARGET 1 50 100 0.5 0.0015 50 7185 -15 4337.229415739425 4300.944935191761 25 TARGET 1 50 100 0.5 0.0015 50 7185 -16 4328.24483194576 4326.384166370739 25 TARGET 1 50 100 0.5 0.0015 50 7185 -17 4328.311072147254 4315.084117542614 25 TARGET 1 50 100 0.5 0.0015 50 7185 -18 4318.729276817656 4299.138901219223 25 TARGET 1 50 100 0.5 0.0015 50 7185 -19 4330.10402527883 4291.304539535985 25 TARGET 1 50 100 0.5 0.0015 50 7185 -20 4310.452808521412 4302.553940281723 25 TARGET 1 50 100 0.5 0.0015 50 7185 -21 4304.421159840594 4263.73379054214 25 TARGET 1 50 100 0.5 0.0015 50 7185 -22 4294.731801248158 4276.543323863636 25 TARGET 1 50 100 0.5 0.0015 50 7185 -23 4291.35175156513 4264.881909919508 25 TARGET 1 50 100 0.5 0.0015 50 7185 -24 4287.027192497896 4248.053267045455 25 TARGET 1 50 100 0.5 0.0015 50 7185 -25 4285.006236683239 4253.811604817708 25 TARGET 1 50 100 0.5 0.0015 50 7185 -26 4276.269736755577 4242.191665187027 25 TARGET 1 50 100 0.5 0.0015 50 7185 -27 4276.613221242372 4274.73994584517 25 TARGET 1 50 100 0.5 0.0015 50 7185 -28 4292.850654987374 4273.046838008996 25 TARGET 1 50 100 0.5 0.0015 50 7185 -29 4275.375060007628 4234.687862511837 25 TARGET 1 50 100 0.5 0.0015 50 7185 -30 4269.252097800926 4243.875547466856 25 TARGET 1 50 100 0.5 0.0015 50 7185 -31 4267.829233908092 4239.63271632339 25 TARGET 1 50 100 0.5 0.0015 50 7185 -32 4259.067224162195 4235.027647076231 25 TARGET 1 50 100 0.5 0.0015 50 7185 -33 4266.642858845617 4227.135364879261 25 TARGET 1 50 100 0.5 0.0015 50 7185 -34 4264.701434100116 4231.201356830019 25 TARGET 1 50 100 0.5 0.0015 50 7185 -35 4256.202862774884 4256.577851266572 25 TARGET 1 50 100 0.5 0.0015 50 7185 -36 4252.339522339278 4224.548561789773 25 TARGET 1 50 100 0.5 0.0015 50 7185 -37 4250.232848504577 4221.600511955492 25 TARGET 1 50 100 0.5 0.0015 50 7185 -38 4258.658272174874 4226.895241477273 25 TARGET 1 50 100 0.5 0.0015 50 7185 -39 4250.476424400253 4215.059296579072 25 TARGET 1 50 100 0.5 0.0015 50 7185 -40 4248.602556324969 4217.545195608428 25 TARGET 1 50 100 0.5 0.0015 50 7185 -41 4245.522840711806 4211.8797533439865 25 TARGET 1 50 100 0.5 0.0015 50 7185 -42 4241.006597962042 4211.186804569129 25 TARGET 1 50 100 0.5 0.0015 50 7185 -43 4243.189726036406 4230.314275568182 25 TARGET 1 50 100 0.5 0.0015 50 7185 -44 4232.029565676295 4220.514396898674 25 TARGET 1 50 100 0.5 0.0015 50 7185 -45 4234.1417680220175 4207.847552675189 25 TARGET 1 50 100 0.5 0.0015 50 7185 -46 4234.642220956308 4213.618570963542 25 TARGET 1 50 100 0.5 0.0015 50 7185 -47 4229.296145044192 4200.6067227450285 25 TARGET 1 50 100 0.5 0.0015 50 7185 -48 4231.807090271202 4222.312152284564 25 TARGET 1 50 100 0.5 0.0015 50 7185 -49 4229.759723290851 4208.34892874053 25 TARGET 1 50 100 0.5 0.0015 50 7185 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_25bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_25bs_50e_0k_TARGET.tsv deleted file mode 100644 index 02b91c18e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_25bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5163.593147457649 14793.68565044981 25 TARGET 1 50 100 0.0 0.0015 50 613 -1 4701.870432844065 7234.445852568655 25 TARGET 1 50 100 0.0 0.0015 50 613 -2 4557.102502893518 5590.864657315341 25 TARGET 1 50 100 0.0 0.0015 50 613 -3 4503.415540496107 4943.275309244792 25 TARGET 1 50 100 0.0 0.0015 50 613 -4 4460.463926373106 4732.998083866004 25 TARGET 1 50 100 0.0 0.0015 50 613 -5 4427.459356751105 4640.064556699811 25 TARGET 1 50 100 0.0 0.0015 50 613 -6 4425.873791627209 4591.826608368845 25 TARGET 1 50 100 0.0 0.0015 50 613 -7 4404.442566945497 4543.679347182765 25 TARGET 1 50 100 0.0 0.0015 50 613 -8 4394.448900627367 4480.238525390625 25 TARGET 1 50 100 0.0 0.0015 50 613 -9 4389.195682410038 4529.634380918561 25 TARGET 1 50 100 0.0 0.0015 50 613 -10 4378.003499348958 4451.705714370265 25 TARGET 1 50 100 0.0 0.0015 50 613 -11 4364.026044132734 4420.835508404356 25 TARGET 1 50 100 0.0 0.0015 50 613 -12 4353.491858691077 4452.966730291193 25 TARGET 1 50 100 0.0 0.0015 50 613 -13 4354.252235900673 4391.585582386364 25 TARGET 1 50 100 0.0 0.0015 50 613 -14 4353.392893781565 4381.25898141572 25 TARGET 1 50 100 0.0 0.0015 50 613 -15 4331.495198567708 4383.069409919508 25 TARGET 1 50 100 0.0 0.0015 50 613 -16 4329.403728035564 4376.557876124527 25 TARGET 1 50 100 0.0 0.0015 50 613 -17 4315.336940367214 4353.498106060606 25 TARGET 1 50 100 0.0 0.0015 50 613 -18 4316.551761100589 4342.744621508049 25 TARGET 1 50 100 0.0 0.0015 50 613 -19 4305.383805502946 4328.895663174716 25 TARGET 1 50 100 0.0 0.0015 50 613 -20 4303.921713883628 4350.662575461648 25 TARGET 1 50 100 0.0 0.0015 50 613 -21 4295.562618371212 4324.504431522254 25 TARGET 1 50 100 0.0 0.0015 50 613 -22 4294.287378176295 4311.958895596591 25 TARGET 1 50 100 0.0 0.0015 50 613 -23 4291.691994817971 4308.961655125473 25 TARGET 1 50 100 0.0 0.0015 50 613 -24 4278.963632911143 4296.874141808712 25 TARGET 1 50 100 0.0 0.0015 50 613 -25 4290.807238235217 4329.304820667614 25 TARGET 1 50 100 0.0 0.0015 50 613 -26 4272.29986880524 4302.54794773911 25 TARGET 1 50 100 0.0 0.0015 50 613 -27 4267.594869594382 4325.080033735795 25 TARGET 1 50 100 0.0 0.0015 50 613 -28 4273.817019478641 4294.190895774148 25 TARGET 1 50 100 0.0 0.0015 50 613 -29 4269.604362307976 4287.810828006629 25 TARGET 1 50 100 0.0 0.0015 50 613 -30 4253.507787017308 4302.945386482008 25 TARGET 1 50 100 0.0 0.0015 50 613 -31 4263.460579098274 4313.989635120739 25 TARGET 1 50 100 0.0 0.0015 50 613 -32 4260.533440278436 4302.230461351799 25 TARGET 1 50 100 0.0 0.0015 50 613 -33 4259.176549840857 4303.028386896307 25 TARGET 1 50 100 0.0 0.0015 50 613 -34 4250.110384443392 4274.774658203125 25 TARGET 1 50 100 0.0 0.0015 50 613 -35 4250.9915200178875 4271.879165187027 25 TARGET 1 50 100 0.0 0.0015 50 613 -36 4247.535316544349 4279.464902935606 25 TARGET 1 50 100 0.0 0.0015 50 613 -37 4251.255329992635 4296.564704663826 25 TARGET 1 50 100 0.0 0.0015 50 613 -38 4238.2344526811075 4277.49853515625 25 TARGET 1 50 100 0.0 0.0015 50 613 -39 4247.490859933975 4282.446747750947 25 TARGET 1 50 100 0.0 0.0015 50 613 -40 4233.297178326231 4268.840879498106 25 TARGET 1 50 100 0.0 0.0015 50 613 -41 4237.825832379787 4277.739265210701 25 TARGET 1 50 100 0.0 0.0015 50 613 -42 4237.739704170613 4283.644583037405 25 TARGET 1 50 100 0.0 0.0015 50 613 -43 4234.87267614294 4273.100186434659 25 TARGET 1 50 100 0.0 0.0015 50 613 -44 4230.04119030474 4260.181751598011 25 TARGET 1 50 100 0.0 0.0015 50 613 -45 4234.337105182686 4261.051491477273 25 TARGET 1 50 100 0.0 0.0015 50 613 -46 4227.476498793271 4266.046749230587 25 TARGET 1 50 100 0.0 0.0015 50 613 -47 4234.3260814525465 4258.75234522964 25 TARGET 1 50 100 0.0 0.0015 50 613 -48 4229.708395807029 4257.975156841856 25 TARGET 1 50 100 0.0 0.0015 50 613 -49 4223.282005849511 4259.600748697917 25 TARGET 1 50 100 0.0 0.0015 50 613 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_25bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_25bs_50e_1k_TARGET.tsv deleted file mode 100644 index ccb2993fb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_25bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5185.0248743949915 13073.6337890625 25 TARGET 1 50 100 1.0 0.0015 50 272 -1 4711.90445388126 7104.558719519413 25 TARGET 1 50 100 1.0 0.0015 50 272 -2 4581.186691952073 5334.869488340436 25 TARGET 1 50 100 1.0 0.0015 50 272 -3 4520.314136646412 4676.941916725852 25 TARGET 1 50 100 1.0 0.0015 50 272 -4 4458.344447896938 4603.899251302083 25 TARGET 1 50 100 1.0 0.0015 50 272 -5 4455.922868002946 4547.709583629261 25 TARGET 1 50 100 1.0 0.0015 50 272 -6 4438.951424235848 4559.891557173295 25 TARGET 1 50 100 1.0 0.0015 50 272 -7 4412.498956853693 4522.488155480587 25 TARGET 1 50 100 1.0 0.0015 50 272 -8 4410.361545960911 4426.236823804451 25 TARGET 1 50 100 1.0 0.0015 50 272 -9 4376.3337048874155 4478.953568892045 25 TARGET 1 50 100 1.0 0.0015 50 272 -10 4379.526991924453 4474.654222892992 25 TARGET 1 50 100 1.0 0.0015 50 272 -11 4375.989919540457 4432.531494140625 25 TARGET 1 50 100 1.0 0.0015 50 272 -12 4371.729115701283 4334.504379734848 25 TARGET 1 50 100 1.0 0.0015 50 272 -13 4379.691231159249 4330.987060546875 25 TARGET 1 50 100 1.0 0.0015 50 272 -14 4353.075621942077 4335.685768821023 25 TARGET 1 50 100 1.0 0.0015 50 272 -15 4345.944283328073 4336.80791311553 25 TARGET 1 50 100 1.0 0.0015 50 272 -16 4343.048200099958 4320.036191998106 25 TARGET 1 50 100 1.0 0.0015 50 272 -17 4324.376164805608 4319.821015329072 25 TARGET 1 50 100 1.0 0.0015 50 272 -18 4327.745142670192 4283.144708806818 25 TARGET 1 50 100 1.0 0.0015 50 272 -19 4319.32419408933 4291.465909090909 25 TARGET 1 50 100 1.0 0.0015 50 272 -20 4312.489942557081 4295.777565696023 25 TARGET 1 50 100 1.0 0.0015 50 272 -21 4297.5251999158245 4321.043212890625 25 TARGET 1 50 100 1.0 0.0015 50 272 -22 4299.478236959438 4265.023001006155 25 TARGET 1 50 100 1.0 0.0015 50 272 -23 4294.252260561342 4272.733502012311 25 TARGET 1 50 100 1.0 0.0015 50 272 -24 4298.472960398253 4282.327030066288 25 TARGET 1 50 100 1.0 0.0015 50 272 -25 4288.279903527462 4253.718283913352 25 TARGET 1 50 100 1.0 0.0015 50 272 -26 4280.607964409723 4242.354536576705 25 TARGET 1 50 100 1.0 0.0015 50 272 -27 4280.835605402988 4277.704020182292 25 TARGET 1 50 100 1.0 0.0015 50 272 -28 4286.501551156092 4260.571044921875 25 TARGET 1 50 100 1.0 0.0015 50 272 -29 4273.859539815472 4243.915867660985 25 TARGET 1 50 100 1.0 0.0015 50 272 -30 4267.168067392677 4248.802238695549 25 TARGET 1 50 100 1.0 0.0015 50 272 -31 4276.213550708912 4264.219156901042 25 TARGET 1 50 100 1.0 0.0015 50 272 -32 4262.325049814552 4221.503869258996 25 TARGET 1 50 100 1.0 0.0015 50 272 -33 4270.6470006050085 4246.068107836174 25 TARGET 1 50 100 1.0 0.0015 50 272 -34 4261.8086249868475 4260.254579486269 25 TARGET 1 50 100 1.0 0.0015 50 272 -35 4253.819347445812 4262.163559422348 25 TARGET 1 50 100 1.0 0.0015 50 272 -36 4254.779924900042 4232.73379054214 25 TARGET 1 50 100 1.0 0.0015 50 272 -37 4248.171987206045 4234.159201882102 25 TARGET 1 50 100 1.0 0.0015 50 272 -38 4250.489197804872 4227.815851384943 25 TARGET 1 50 100 1.0 0.0015 50 272 -39 4256.8909636731905 4266.373017282197 25 TARGET 1 50 100 1.0 0.0015 50 272 -40 4245.110487196181 4233.548569187973 25 TARGET 1 50 100 1.0 0.0015 50 272 -41 4250.622876716383 4239.442360617898 25 TARGET 1 50 100 1.0 0.0015 50 272 -42 4245.083944917929 4231.559400153883 25 TARGET 1 50 100 1.0 0.0015 50 272 -43 4237.150353222985 4212.522061434659 25 TARGET 1 50 100 1.0 0.0015 50 272 -44 4240.461129442208 4204.682824337121 25 TARGET 1 50 100 1.0 0.0015 50 272 -45 4237.2896749066185 4223.999289772727 25 TARGET 1 50 100 1.0 0.0015 50 272 -46 4237.272560402199 4225.904614997633 25 TARGET 1 50 100 1.0 0.0015 50 272 -47 4237.539191146491 4204.415778882576 25 TARGET 1 50 100 1.0 0.0015 50 272 -48 4242.6721470893835 4242.354662346117 25 TARGET 1 50 100 1.0 0.0015 50 272 -49 4230.702717687947 4205.511881510417 25 TARGET 1 50 100 1.0 0.0015 50 272 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_50bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_50bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index 148bfa62d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_50bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5346.0221814499155 22782.11931818182 50 TARGET 1 100 100 0.5 0.0015 50 2259 -1 4927.838905000526 15762.899976325758 50 TARGET 1 100 100 0.5 0.0015 50 2259 -2 4711.373985624474 7867.487615411932 50 TARGET 1 100 100 0.5 0.0015 50 2259 -3 4624.414989741162 7597.617927320076 50 TARGET 1 100 100 0.5 0.0015 50 2259 -4 4548.412959346065 6022.517459753788 50 TARGET 1 100 100 0.5 0.0015 50 2259 -5 4526.53657834859 7343.272490530303 50 TARGET 1 100 100 0.5 0.0015 50 2259 -6 4496.756163523253 5414.069025213068 50 TARGET 1 100 100 0.5 0.0015 50 2259 -7 4461.794392492635 4866.099757339015 50 TARGET 1 100 100 0.5 0.0015 50 2259 -8 4451.18635245686 4693.427127722538 50 TARGET 1 100 100 0.5 0.0015 50 2259 -9 4436.2317543928875 4625.287612452652 50 TARGET 1 100 100 0.5 0.0015 50 2259 -10 4417.760855626579 4520.305205374053 50 TARGET 1 100 100 0.5 0.0015 50 2259 -11 4414.134910300926 4504.436627012311 50 TARGET 1 100 100 0.5 0.0015 50 2259 -12 4394.065334332912 4533.883700284091 50 TARGET 1 100 100 0.5 0.0015 50 2259 -13 4383.241983638468 4507.997662168561 50 TARGET 1 100 100 0.5 0.0015 50 2259 -14 4390.2512741345745 4431.214473839962 50 TARGET 1 100 100 0.5 0.0015 50 2259 -15 4377.213050097327 4423.854477391098 50 TARGET 1 100 100 0.5 0.0015 50 2259 -16 4363.094682173295 4471.725600733902 50 TARGET 1 100 100 0.5 0.0015 50 2259 -17 4360.0479123921505 4395.802719578598 50 TARGET 1 100 100 0.5 0.0015 50 2259 -18 4357.298617687289 4375.798473011364 50 TARGET 1 100 100 0.5 0.0015 50 2259 -19 4355.228364372896 4364.393051609848 50 TARGET 1 100 100 0.5 0.0015 50 2259 -20 4354.491145175715 4351.225437973485 50 TARGET 1 100 100 0.5 0.0015 50 2259 -21 4336.078501486217 4315.673902107008 50 TARGET 1 100 100 0.5 0.0015 50 2259 -22 4338.375243318603 4364.796564275568 50 TARGET 1 100 100 0.5 0.0015 50 2259 -23 4330.809336858165 4301.205788352273 50 TARGET 1 100 100 0.5 0.0015 50 2259 -24 4321.284531513047 4321.861505681818 50 TARGET 1 100 100 0.5 0.0015 50 2259 -25 4320.217318037142 4306.115086410985 50 TARGET 1 100 100 0.5 0.0015 50 2259 -26 4315.396615898569 4306.47284860322 50 TARGET 1 100 100 0.5 0.0015 50 2259 -27 4310.499444312921 4294.873298413826 50 TARGET 1 100 100 0.5 0.0015 50 2259 -28 4317.852558791035 4313.379069010417 50 TARGET 1 100 100 0.5 0.0015 50 2259 -29 4301.188854692761 4299.644694010417 50 TARGET 1 100 100 0.5 0.0015 50 2259 -30 4305.799076375736 4281.22509765625 50 TARGET 1 100 100 0.5 0.0015 50 2259 -31 4298.436031868161 4259.590317234848 50 TARGET 1 100 100 0.5 0.0015 50 2259 -32 4286.822597722012 4276.309185606061 50 TARGET 1 100 100 0.5 0.0015 50 2259 -33 4285.764322916667 4281.897446141098 50 TARGET 1 100 100 0.5 0.0015 50 2259 -34 4288.624253603746 4253.697132457386 50 TARGET 1 100 100 0.5 0.0015 50 2259 -35 4285.298158998842 4253.79150390625 50 TARGET 1 100 100 0.5 0.0015 50 2259 -36 4277.205992213805 4270.857377485795 50 TARGET 1 100 100 0.5 0.0015 50 2259 -37 4270.447975852273 4255.554820667614 50 TARGET 1 100 100 0.5 0.0015 50 2259 -38 4269.609813959912 4240.072502367424 50 TARGET 1 100 100 0.5 0.0015 50 2259 -39 4274.808197535248 4257.927186908144 50 TARGET 1 100 100 0.5 0.0015 50 2259 -40 4263.54413437763 4265.237260298295 50 TARGET 1 100 100 0.5 0.0015 50 2259 -41 4270.801815354062 4247.405702533144 50 TARGET 1 100 100 0.5 0.0015 50 2259 -42 4263.730174466014 4239.966796875 50 TARGET 1 100 100 0.5 0.0015 50 2259 -43 4260.838038589015 4257.853989109848 50 TARGET 1 100 100 0.5 0.0015 50 2259 -44 4257.124020149411 4230.538884943182 50 TARGET 1 100 100 0.5 0.0015 50 2259 -45 4259.35740050242 4233.131022135417 50 TARGET 1 100 100 0.5 0.0015 50 2259 -46 4258.4465027883 4243.089621803977 50 TARGET 1 100 100 0.5 0.0015 50 2259 -47 4253.37508549032 4224.535614938447 50 TARGET 1 100 100 0.5 0.0015 50 2259 -48 4251.3274279250845 4230.401707504735 50 TARGET 1 100 100 0.5 0.0015 50 2259 -49 4259.719225128893 4226.695179332386 50 TARGET 1 100 100 0.5 0.0015 50 2259 -50 4247.524522569444 4235.031013257576 50 TARGET 1 100 100 0.5 0.0015 50 2259 -51 4248.894421099011 4236.769753196023 50 TARGET 1 100 100 0.5 0.0015 50 2259 -52 4240.117588646885 4226.737645004735 50 TARGET 1 100 100 0.5 0.0015 50 2259 -53 4246.073296440973 4226.197206439394 50 TARGET 1 100 100 0.5 0.0015 50 2259 -54 4240.842441340488 4234.10419625947 50 TARGET 1 100 100 0.5 0.0015 50 2259 -55 4240.9258091987585 4222.066450639205 50 TARGET 1 100 100 0.5 0.0015 50 2259 -56 4236.389461016414 4235.53466796875 50 TARGET 1 100 100 0.5 0.0015 50 2259 -57 4243.0837755813345 4235.729447798295 50 TARGET 1 100 100 0.5 0.0015 50 2259 -58 4240.314500802294 4223.294315222538 50 TARGET 1 100 100 0.5 0.0015 50 2259 -59 4235.981387770938 4214.582046046402 50 TARGET 1 100 100 0.5 0.0015 50 2259 -60 4232.598627880366 4235.791711055871 50 TARGET 1 100 100 0.5 0.0015 50 2259 -61 4229.015120278304 4210.458836410985 50 TARGET 1 100 100 0.5 0.0015 50 2259 -62 4226.455699573864 4236.117631392045 50 TARGET 1 100 100 0.5 0.0015 50 2259 -63 4227.4834263862585 4231.721472537879 50 TARGET 1 100 100 0.5 0.0015 50 2259 -64 4225.55419921875 4235.083984375 50 TARGET 1 100 100 0.5 0.0015 50 2259 -65 4229.2575921980215 4231.109197443182 50 TARGET 1 100 100 0.5 0.0015 50 2259 -66 4222.15962522359 4217.063062263258 50 TARGET 1 100 100 0.5 0.0015 50 2259 -67 4217.042294691709 4220.067101680871 50 TARGET 1 100 100 0.5 0.0015 50 2259 -68 4221.361109467067 4227.698168205492 50 TARGET 1 100 100 0.5 0.0015 50 2259 -69 4218.377979008838 4221.455817945076 50 TARGET 1 100 100 0.5 0.0015 50 2259 -70 4219.025273897832 4206.071688565341 50 TARGET 1 100 100 0.5 0.0015 50 2259 -71 4214.661126236321 4208.67412405303 50 TARGET 1 100 100 0.5 0.0015 50 2259 -72 4215.560177786984 4204.113488399621 50 TARGET 1 100 100 0.5 0.0015 50 2259 -73 4212.757064459701 4213.757679332386 50 TARGET 1 100 100 0.5 0.0015 50 2259 -74 4214.415690104167 4210.178119081439 50 TARGET 1 100 100 0.5 0.0015 50 2259 -75 4212.29929503367 4205.623993844697 50 TARGET 1 100 100 0.5 0.0015 50 2259 -76 4216.705870554503 4204.848203716856 50 TARGET 1 100 100 0.5 0.0015 50 2259 -77 4207.019279711174 4241.099846117424 50 TARGET 1 100 100 0.5 0.0015 50 2259 -78 4207.867177635732 4197.116521661932 50 TARGET 1 100 100 0.5 0.0015 50 2259 -79 4209.005487820918 4190.703272964015 50 TARGET 1 100 100 0.5 0.0015 50 2259 -80 4210.683329058817 4188.431773792614 50 TARGET 1 100 100 0.5 0.0015 50 2259 -81 4197.184428924664 4204.58564157197 50 TARGET 1 100 100 0.5 0.0015 50 2259 -82 4207.852407538931 4228.522194602273 50 TARGET 1 100 100 0.5 0.0015 50 2259 -83 4204.271070075758 4182.300204190341 50 TARGET 1 100 100 0.5 0.0015 50 2259 -84 4202.896506569602 4187.310472892992 50 TARGET 1 100 100 0.5 0.0015 50 2259 -85 4206.862962305345 4183.963364109848 50 TARGET 1 100 100 0.5 0.0015 50 2259 -86 4196.539289378156 4175.553089488636 50 TARGET 1 100 100 0.5 0.0015 50 2259 -87 4203.097975194655 4183.78515625 50 TARGET 1 100 100 0.5 0.0015 50 2259 -88 4194.006990477694 4212.791459517045 50 TARGET 1 100 100 0.5 0.0015 50 2259 -89 4204.576582886153 4198.436212713068 50 TARGET 1 100 100 0.5 0.0015 50 2259 -90 4199.709696246317 4189.674109256629 50 TARGET 1 100 100 0.5 0.0015 50 2259 -91 4200.992887040983 4185.42450875947 50 TARGET 1 100 100 0.5 0.0015 50 2259 -92 4195.197941327336 4192.035037878788 50 TARGET 1 100 100 0.5 0.0015 50 2259 -93 4192.382360387732 4194.862245501894 50 TARGET 1 100 100 0.5 0.0015 50 2259 -94 4197.557158499053 4197.197295217803 50 TARGET 1 100 100 0.5 0.0015 50 2259 -95 4196.291438144465 4187.488133285985 50 TARGET 1 100 100 0.5 0.0015 50 2259 -96 4192.417932581018 4182.611283735795 50 TARGET 1 100 100 0.5 0.0015 50 2259 -97 4185.908763744213 4187.386023319129 50 TARGET 1 100 100 0.5 0.0015 50 2259 -98 4187.026934382891 4178.669048887311 50 TARGET 1 100 100 0.5 0.0015 50 2259 -99 4192.191060178609 4177.470747514205 50 TARGET 1 100 100 0.5 0.0015 50 2259 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_50bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_50bs_100e_0k_TARGET.tsv deleted file mode 100644 index 9cd318085..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_50bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5359.961386324179 26360.563446969696 50 TARGET 1 100 100 0.0 0.0015 50 4460 -1 4968.269393150253 14313.32265033144 50 TARGET 1 100 100 0.0 0.0015 50 4460 -2 4758.275145662353 11751.80527935606 50 TARGET 1 100 100 0.0 0.0015 50 4460 -3 4627.716338186553 9497.00887784091 50 TARGET 1 100 100 0.0 0.0015 50 4460 -4 4571.018197929819 7294.713615648674 50 TARGET 1 100 100 0.0 0.0015 50 4460 -5 4514.10236808186 6338.691657788826 50 TARGET 1 100 100 0.0 0.0015 50 4460 -6 4493.730121856586 5564.503595525568 50 TARGET 1 100 100 0.0 0.0015 50 4460 -7 4473.181882299558 4789.353308475379 50 TARGET 1 100 100 0.0 0.0015 50 4460 -8 4451.935969394465 4782.848322088068 50 TARGET 1 100 100 0.0 0.0015 50 4460 -9 4437.137450349853 4808.009440104167 50 TARGET 1 100 100 0.0 0.0015 50 4460 -10 4410.784720578177 4797.234744910038 50 TARGET 1 100 100 0.0 0.0015 50 4460 -11 4405.810190117319 4643.975763494318 50 TARGET 1 100 100 0.0 0.0015 50 4460 -12 4409.444812710438 4503.722863399621 50 TARGET 1 100 100 0.0 0.0015 50 4460 -13 4404.713096130577 4654.911828243371 50 TARGET 1 100 100 0.0 0.0015 50 4460 -14 4386.580314867424 4547.327725497159 50 TARGET 1 100 100 0.0 0.0015 50 4460 -15 4377.23624592277 4535.706424597538 50 TARGET 1 100 100 0.0 0.0015 50 4460 -16 4368.387692024411 4540.15087890625 50 TARGET 1 100 100 0.0 0.0015 50 4460 -17 4375.19391177399 4487.120087594697 50 TARGET 1 100 100 0.0 0.0015 50 4460 -18 4356.2187779487585 4404.607791785038 50 TARGET 1 100 100 0.0 0.0015 50 4460 -19 4354.009080058397 4441.003166429924 50 TARGET 1 100 100 0.0 0.0015 50 4460 -20 4345.165813407512 4409.026115648674 50 TARGET 1 100 100 0.0 0.0015 50 4460 -21 4341.04627985585 4389.686493844697 50 TARGET 1 100 100 0.0 0.0015 50 4460 -22 4332.993111453073 4439.719741358902 50 TARGET 1 100 100 0.0 0.0015 50 4460 -23 4329.567726417824 4362.615160392992 50 TARGET 1 100 100 0.0 0.0015 50 4460 -24 4321.645733046612 4332.320874763258 50 TARGET 1 100 100 0.0 0.0015 50 4460 -25 4316.503033262311 4346.166844223485 50 TARGET 1 100 100 0.0 0.0015 50 4460 -26 4313.512404316603 4333.661339962121 50 TARGET 1 100 100 0.0 0.0015 50 4460 -27 4307.528604732218 4358.785097064394 50 TARGET 1 100 100 0.0 0.0015 50 4460 -28 4308.784638375947 4348.939823035038 50 TARGET 1 100 100 0.0 0.0015 50 4460 -29 4303.033410274621 4341.622159090909 50 TARGET 1 100 100 0.0 0.0015 50 4460 -30 4301.843971946023 4328.376642400568 50 TARGET 1 100 100 0.0 0.0015 50 4460 -31 4307.400546809238 4322.000103574811 50 TARGET 1 100 100 0.0 0.0015 50 4460 -32 4292.268927885627 4298.058712121212 50 TARGET 1 100 100 0.0 0.0015 50 4460 -33 4284.567627775147 4298.806758996212 50 TARGET 1 100 100 0.0 0.0015 50 4460 -34 4289.729304766414 4314.556655421402 50 TARGET 1 100 100 0.0 0.0015 50 4460 -35 4287.119280368792 4328.942649147727 50 TARGET 1 100 100 0.0 0.0015 50 4460 -36 4279.299796467277 4330.612053148674 50 TARGET 1 100 100 0.0 0.0015 50 4460 -37 4272.41013158933 4317.11005563447 50 TARGET 1 100 100 0.0 0.0015 50 4460 -38 4267.369086371527 4318.639130563447 50 TARGET 1 100 100 0.0 0.0015 50 4460 -39 4268.334452927715 4309.062085700758 50 TARGET 1 100 100 0.0 0.0015 50 4460 -40 4265.767083267571 4319.380149147727 50 TARGET 1 100 100 0.0 0.0015 50 4460 -41 4260.150047019676 4303.639234138258 50 TARGET 1 100 100 0.0 0.0015 50 4460 -42 4263.51320825442 4288.752500591856 50 TARGET 1 100 100 0.0 0.0015 50 4460 -43 4259.71562795928 4292.693566524621 50 TARGET 1 100 100 0.0 0.0015 50 4460 -44 4250.479844013047 4295.789920691288 50 TARGET 1 100 100 0.0 0.0015 50 4460 -45 4257.57273253367 4286.929894649621 50 TARGET 1 100 100 0.0 0.0015 50 4460 -46 4250.681474576494 4294.292939157197 50 TARGET 1 100 100 0.0 0.0015 50 4460 -47 4252.410568905198 4316.92900686553 50 TARGET 1 100 100 0.0 0.0015 50 4460 -48 4252.312894570707 4283.950935132576 50 TARGET 1 100 100 0.0 0.0015 50 4460 -49 4244.287523674242 4303.343720407197 50 TARGET 1 100 100 0.0 0.0015 50 4460 -50 4245.906672519465 4284.256895123106 50 TARGET 1 100 100 0.0 0.0015 50 4460 -51 4239.829900568182 4279.016128077652 50 TARGET 1 100 100 0.0 0.0015 50 4460 -52 4244.280610466646 4272.267415364583 50 TARGET 1 100 100 0.0 0.0015 50 4460 -53 4236.962861032197 4277.154918323864 50 TARGET 1 100 100 0.0 0.0015 50 4460 -54 4242.282872672033 4261.861979166667 50 TARGET 1 100 100 0.0 0.0015 50 4460 -55 4239.561871974958 4303.989331794508 50 TARGET 1 100 100 0.0 0.0015 50 4460 -56 4234.061766756103 4277.09736032197 50 TARGET 1 100 100 0.0 0.0015 50 4460 -57 4234.935112847223 4257.205255681818 50 TARGET 1 100 100 0.0 0.0015 50 4460 -58 4224.578174321338 4293.384395714962 50 TARGET 1 100 100 0.0 0.0015 50 4460 -59 4232.336627998738 4262.826260653409 50 TARGET 1 100 100 0.0 0.0015 50 4460 -60 4228.097712147517 4264.632975260417 50 TARGET 1 100 100 0.0 0.0015 50 4460 -61 4228.424360795455 4292.081927675189 50 TARGET 1 100 100 0.0 0.0015 50 4460 -62 4229.258320509785 4272.466959635417 50 TARGET 1 100 100 0.0 0.0015 50 4460 -63 4224.4072265625 4257.845348011364 50 TARGET 1 100 100 0.0 0.0015 50 4460 -64 4227.66679983428 4253.59453420928 50 TARGET 1 100 100 0.0 0.0015 50 4460 -65 4226.766642663615 4278.629438920455 50 TARGET 1 100 100 0.0 0.0015 50 4460 -66 4217.911316945497 4290.014604048295 50 TARGET 1 100 100 0.0 0.0015 50 4460 -67 4218.167003695812 4260.655480587121 50 TARGET 1 100 100 0.0 0.0015 50 4460 -68 4227.207389651726 4253.219667376894 50 TARGET 1 100 100 0.0 0.0015 50 4460 -69 4217.064390651305 4251.995916193182 50 TARGET 1 100 100 0.0 0.0015 50 4460 -70 4206.270333543771 4234.243667140152 50 TARGET 1 100 100 0.0 0.0015 50 4460 -71 4218.347205781776 4248.815666429924 50 TARGET 1 100 100 0.0 0.0015 50 4460 -72 4214.1398391466755 4255.215154474432 50 TARGET 1 100 100 0.0 0.0015 50 4460 -73 4207.529408670033 4278.528971354167 50 TARGET 1 100 100 0.0 0.0015 50 4460 -74 4206.84922795665 4266.95732717803 50 TARGET 1 100 100 0.0 0.0015 50 4460 -75 4209.934520991162 4253.114805279356 50 TARGET 1 100 100 0.0 0.0015 50 4460 -76 4204.219659156671 4254.186893347538 50 TARGET 1 100 100 0.0 0.0015 50 4460 -77 4202.292187828809 4248.699751420455 50 TARGET 1 100 100 0.0 0.0015 50 4460 -78 4209.924737281671 4260.558238636364 50 TARGET 1 100 100 0.0 0.0015 50 4460 -79 4207.382417929293 4242.772771661932 50 TARGET 1 100 100 0.0 0.0015 50 4460 -80 4201.885855626579 4248.365707859848 50 TARGET 1 100 100 0.0 0.0015 50 4460 -81 4200.248275397201 4236.427852746212 50 TARGET 1 100 100 0.0 0.0015 50 4460 -82 4204.3970671888155 4243.954841382576 50 TARGET 1 100 100 0.0 0.0015 50 4460 -83 4195.215215304082 4240.002012310606 50 TARGET 1 100 100 0.0 0.0015 50 4460 -84 4197.791387179082 4241.289092092803 50 TARGET 1 100 100 0.0 0.0015 50 4460 -85 4193.885378853641 4240.257013494318 50 TARGET 1 100 100 0.0 0.0015 50 4460 -86 4205.107439959491 4246.859818892045 50 TARGET 1 100 100 0.0 0.0015 50 4460 -87 4193.911655618687 4238.124260179924 50 TARGET 1 100 100 0.0 0.0015 50 4460 -88 4199.027832853272 4246.384218158144 50 TARGET 1 100 100 0.0 0.0015 50 4460 -89 4189.65801405987 4243.946007930871 50 TARGET 1 100 100 0.0 0.0015 50 4460 -90 4191.23928247317 4237.901130445076 50 TARGET 1 100 100 0.0 0.0015 50 4460 -91 4187.942848077126 4224.811700994318 50 TARGET 1 100 100 0.0 0.0015 50 4460 -92 4187.974384140888 4244.441021543561 50 TARGET 1 100 100 0.0 0.0015 50 4460 -93 4193.422974043824 4233.450298887311 50 TARGET 1 100 100 0.0 0.0015 50 4460 -94 4188.69522700968 4232.329012784091 50 TARGET 1 100 100 0.0 0.0015 50 4460 -95 4186.493360525831 4238.39336233428 50 TARGET 1 100 100 0.0 0.0015 50 4460 -96 4187.497616957334 4237.195638020833 50 TARGET 1 100 100 0.0 0.0015 50 4460 -97 4190.427422828546 4228.511304450758 50 TARGET 1 100 100 0.0 0.0015 50 4460 -98 4184.892699784301 4235.782951586174 50 TARGET 1 100 100 0.0 0.0015 50 4460 -99 4182.399060592908 4234.712047230114 50 TARGET 1 100 100 0.0 0.0015 50 4460 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_50bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_50bs_100e_1k_TARGET.tsv deleted file mode 100644 index 846b40ba1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_50bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5342.648892900358 16842.494554924244 50 TARGET 1 100 100 1.0 0.0015 50 8099 -1 4925.722546099011 11172.996330492424 50 TARGET 1 100 100 1.0 0.0015 50 8099 -2 4726.041004116688 8612.67441998106 50 TARGET 1 100 100 1.0 0.0015 50 8099 -3 4617.710311119003 6564.984878077652 50 TARGET 1 100 100 1.0 0.0015 50 8099 -4 4565.032852943497 5459.088171756629 50 TARGET 1 100 100 1.0 0.0015 50 8099 -5 4519.828568892045 5376.547481652462 50 TARGET 1 100 100 1.0 0.0015 50 8099 -6 4481.934144504945 4932.557705965909 50 TARGET 1 100 100 1.0 0.0015 50 8099 -7 4472.291875460332 4784.340021306818 50 TARGET 1 100 100 1.0 0.0015 50 8099 -8 4453.661640822285 4911.488192471591 50 TARGET 1 100 100 1.0 0.0015 50 8099 -9 4432.855894557555 4691.064453125 50 TARGET 1 100 100 1.0 0.0015 50 8099 -10 4414.7690709175085 4597.716545336174 50 TARGET 1 100 100 1.0 0.0015 50 8099 -11 4413.952133641098 4499.724387428977 50 TARGET 1 100 100 1.0 0.0015 50 8099 -12 4408.024422282723 4636.981859611742 50 TARGET 1 100 100 1.0 0.0015 50 8099 -13 4381.43731093487 4576.273348721591 50 TARGET 1 100 100 1.0 0.0015 50 8099 -14 4370.438961555661 4554.692057291667 50 TARGET 1 100 100 1.0 0.0015 50 8099 -15 4374.955074836911 4543.936848958333 50 TARGET 1 100 100 1.0 0.0015 50 8099 -16 4358.594871238426 4466.367453835227 50 TARGET 1 100 100 1.0 0.0015 50 8099 -17 4352.067248000842 4479.078110203598 50 TARGET 1 100 100 1.0 0.0015 50 8099 -18 4353.323784722223 4490.952059659091 50 TARGET 1 100 100 1.0 0.0015 50 8099 -19 4343.2537155408245 4445.103456439394 50 TARGET 1 100 100 1.0 0.0015 50 8099 -20 4350.602987886679 4426.235632694129 50 TARGET 1 100 100 1.0 0.0015 50 8099 -21 4340.385595867529 4409.426861387311 50 TARGET 1 100 100 1.0 0.0015 50 8099 -22 4333.89328013205 4411.76904296875 50 TARGET 1 100 100 1.0 0.0015 50 8099 -23 4333.246420914878 4380.246863162879 50 TARGET 1 100 100 1.0 0.0015 50 8099 -24 4322.070439091435 4376.652817234848 50 TARGET 1 100 100 1.0 0.0015 50 8099 -25 4325.045347682555 4393.238606770833 50 TARGET 1 100 100 1.0 0.0015 50 8099 -26 4311.994941274726 4359.938624526515 50 TARGET 1 100 100 1.0 0.0015 50 8099 -27 4298.782706623527 4379.792820785985 50 TARGET 1 100 100 1.0 0.0015 50 8099 -28 4308.282767453177 4357.813831676136 50 TARGET 1 100 100 1.0 0.0015 50 8099 -29 4310.235573508523 4351.360751065341 50 TARGET 1 100 100 1.0 0.0015 50 8099 -30 4295.197040390888 4374.044714725379 50 TARGET 1 100 100 1.0 0.0015 50 8099 -31 4291.262471722433 4347.823478929924 50 TARGET 1 100 100 1.0 0.0015 50 8099 -32 4304.111403751052 4328.081468986742 50 TARGET 1 100 100 1.0 0.0015 50 8099 -33 4285.3798515756525 4334.943448153409 50 TARGET 1 100 100 1.0 0.0015 50 8099 -34 4286.98932193024 4344.43378610322 50 TARGET 1 100 100 1.0 0.0015 50 8099 -35 4277.995113899411 4313.262473366477 50 TARGET 1 100 100 1.0 0.0015 50 8099 -36 4279.622427070181 4312.126035748106 50 TARGET 1 100 100 1.0 0.0015 50 8099 -37 4278.072768702652 4377.53105764678 50 TARGET 1 100 100 1.0 0.0015 50 8099 -38 4277.275209780092 4313.753669507576 50 TARGET 1 100 100 1.0 0.0015 50 8099 -39 4273.8359654487585 4317.652506510417 50 TARGET 1 100 100 1.0 0.0015 50 8099 -40 4276.679352114899 4319.293590198864 50 TARGET 1 100 100 1.0 0.0015 50 8099 -41 4257.938830032092 4313.397505326705 50 TARGET 1 100 100 1.0 0.0015 50 8099 -42 4260.19342349274 4291.948404947917 50 TARGET 1 100 100 1.0 0.0015 50 8099 -43 4259.492128314394 4343.264737215909 50 TARGET 1 100 100 1.0 0.0015 50 8099 -44 4253.148291180029 4305.569735440341 50 TARGET 1 100 100 1.0 0.0015 50 8099 -45 4253.927045520307 4311.225970643939 50 TARGET 1 100 100 1.0 0.0015 50 8099 -46 4254.405710753367 4317.697280421402 50 TARGET 1 100 100 1.0 0.0015 50 8099 -47 4249.352054069339 4297.271499171402 50 TARGET 1 100 100 1.0 0.0015 50 8099 -48 4250.04284051452 4338.498771898674 50 TARGET 1 100 100 1.0 0.0015 50 8099 -49 4247.614404132471 4311.952592329545 50 TARGET 1 100 100 1.0 0.0015 50 8099 -50 4245.115416863952 4285.743741122159 50 TARGET 1 100 100 1.0 0.0015 50 8099 -51 4238.8893804582285 4270.595037286932 50 TARGET 1 100 100 1.0 0.0015 50 8099 -52 4236.1385518597435 4304.448597301136 50 TARGET 1 100 100 1.0 0.0015 50 8099 -53 4236.872119633838 4283.230542732008 50 TARGET 1 100 100 1.0 0.0015 50 8099 -54 4232.077631786616 4296.894975142045 50 TARGET 1 100 100 1.0 0.0015 50 8099 -55 4228.643403435396 4274.976029829545 50 TARGET 1 100 100 1.0 0.0015 50 8099 -56 4231.719611479377 4274.635683001894 50 TARGET 1 100 100 1.0 0.0015 50 8099 -57 4225.352501249474 4280.468868371212 50 TARGET 1 100 100 1.0 0.0015 50 8099 -58 4230.78791824495 4277.451438210227 50 TARGET 1 100 100 1.0 0.0015 50 8099 -59 4229.625534314499 4275.560472892992 50 TARGET 1 100 100 1.0 0.0015 50 8099 -60 4225.368912102799 4275.699988162879 50 TARGET 1 100 100 1.0 0.0015 50 8099 -61 4224.527518018729 4277.683238636364 50 TARGET 1 100 100 1.0 0.0015 50 8099 -62 4220.316023187605 4285.242734966856 50 TARGET 1 100 100 1.0 0.0015 50 8099 -63 4231.724635679714 4278.25664358428 50 TARGET 1 100 100 1.0 0.0015 50 8099 -64 4222.782157512626 4295.778187144886 50 TARGET 1 100 100 1.0 0.0015 50 8099 -65 4226.388329913721 4278.377204663826 50 TARGET 1 100 100 1.0 0.0015 50 8099 -66 4220.385027028094 4271.887473366477 50 TARGET 1 100 100 1.0 0.0015 50 8099 -67 4214.218297887732 4270.475615530303 50 TARGET 1 100 100 1.0 0.0015 50 8099 -68 4218.784837305345 4292.286399147727 50 TARGET 1 100 100 1.0 0.0015 50 8099 -69 4215.832049334491 4277.289299242424 50 TARGET 1 100 100 1.0 0.0015 50 8099 -70 4213.993818392256 4269.067441998106 50 TARGET 1 100 100 1.0 0.0015 50 8099 -71 4212.815174860585 4273.337195194129 50 TARGET 1 100 100 1.0 0.0015 50 8099 -72 4207.064933186027 4254.116240530303 50 TARGET 1 100 100 1.0 0.0015 50 8099 -73 4210.391759390783 4275.107865767045 50 TARGET 1 100 100 1.0 0.0015 50 8099 -74 4210.178304036458 4263.479077888258 50 TARGET 1 100 100 1.0 0.0015 50 8099 -75 4207.7243956492 4257.52178030303 50 TARGET 1 100 100 1.0 0.0015 50 8099 -76 4210.8287924821125 4248.330921519886 50 TARGET 1 100 100 1.0 0.0015 50 8099 -77 4206.837828973327 4261.477790601326 50 TARGET 1 100 100 1.0 0.0015 50 8099 -78 4204.399257878262 4250.318107836174 50 TARGET 1 100 100 1.0 0.0015 50 8099 -79 4204.402948758418 4255.210404829545 50 TARGET 1 100 100 1.0 0.0015 50 8099 -80 4200.294745962226 4260.860440340909 50 TARGET 1 100 100 1.0 0.0015 50 8099 -81 4201.022511902883 4258.792110558712 50 TARGET 1 100 100 1.0 0.0015 50 8099 -82 4197.605013349642 4253.365944602273 50 TARGET 1 100 100 1.0 0.0015 50 8099 -83 4195.215914023043 4261.938550544508 50 TARGET 1 100 100 1.0 0.0015 50 8099 -84 4196.777836963384 4244.677512428977 50 TARGET 1 100 100 1.0 0.0015 50 8099 -85 4194.955300071023 4263.133359966856 50 TARGET 1 100 100 1.0 0.0015 50 8099 -86 4195.75554207439 4240.695223721591 50 TARGET 1 100 100 1.0 0.0015 50 8099 -87 4194.51662622317 4291.862748579545 50 TARGET 1 100 100 1.0 0.0015 50 8099 -88 4194.766678832597 4253.133892637311 50 TARGET 1 100 100 1.0 0.0015 50 8099 -89 4195.127211240004 4259.890447443182 50 TARGET 1 100 100 1.0 0.0015 50 8099 -90 4192.297037760417 4272.991136955492 50 TARGET 1 100 100 1.0 0.0015 50 8099 -91 4193.58442991109 4258.806167140152 50 TARGET 1 100 100 1.0 0.0015 50 8099 -92 4190.711527712016 4246.541770241477 50 TARGET 1 100 100 1.0 0.0015 50 8099 -93 4190.462306989162 4253.681107954545 50 TARGET 1 100 100 1.0 0.0015 50 8099 -94 4187.750646109533 4256.224698153409 50 TARGET 1 100 100 1.0 0.0015 50 8099 -95 4188.627485795455 4298.09013967803 50 TARGET 1 100 100 1.0 0.0015 50 8099 -96 4191.377952704124 4240.839769767992 50 TARGET 1 100 100 1.0 0.0015 50 8099 -97 4190.789226082439 4257.517518939394 50 TARGET 1 100 100 1.0 0.0015 50 8099 -98 4189.678983848906 4246.901041666667 50 TARGET 1 100 100 1.0 0.0015 50 8099 -99 4186.380384246107 4252.521010890152 50 TARGET 1 100 100 1.0 0.0015 50 8099 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_50bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_50bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index ec3fad92c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_50bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5346.367235177294 24790.195667613636 50 TARGET 1 50 100 0.5 0.0015 50 6666 -1 4917.8166199758 11291.839074337122 50 TARGET 1 50 100 0.5 0.0015 50 6666 -2 4714.789172650989 6705.278172348485 50 TARGET 1 50 100 0.5 0.0015 50 6666 -3 4597.597202493687 6719.353086529356 50 TARGET 1 50 100 0.5 0.0015 50 6666 -4 4549.992217092803 6141.266290838068 50 TARGET 1 50 100 0.5 0.0015 50 6666 -5 4507.078409419718 5307.385727391098 50 TARGET 1 50 100 0.5 0.0015 50 6666 -6 4481.324614964752 5036.589459043561 50 TARGET 1 50 100 0.5 0.0015 50 6666 -7 4450.838590988005 4641.196629379735 50 TARGET 1 50 100 0.5 0.0015 50 6666 -8 4439.546390006839 4887.295380563447 50 TARGET 1 50 100 0.5 0.0015 50 6666 -9 4421.605524647517 4610.644841974432 50 TARGET 1 50 100 0.5 0.0015 50 6666 -10 4425.257151594065 4543.099387428977 50 TARGET 1 50 100 0.5 0.0015 50 6666 -11 4404.26906434133 4632.81298828125 50 TARGET 1 50 100 0.5 0.0015 50 6666 -12 4401.377022174874 4549.056818181818 50 TARGET 1 50 100 0.5 0.0015 50 6666 -13 4391.603510692866 4505.385623816288 50 TARGET 1 50 100 0.5 0.0015 50 6666 -14 4377.573982007576 4463.764367305871 50 TARGET 1 50 100 0.5 0.0015 50 6666 -15 4372.609716961279 4502.864672111742 50 TARGET 1 50 100 0.5 0.0015 50 6666 -16 4365.521716185291 4435.95751953125 50 TARGET 1 50 100 0.5 0.0015 50 6666 -17 4365.170664983165 4417.205462831439 50 TARGET 1 50 100 0.5 0.0015 50 6666 -18 4354.029084793245 4408.039018110795 50 TARGET 1 50 100 0.5 0.0015 50 6666 -19 4343.2768571127945 4431.491092566288 50 TARGET 1 50 100 0.5 0.0015 50 6666 -20 4346.988106981271 4379.528009588068 50 TARGET 1 50 100 0.5 0.0015 50 6666 -21 4345.274492976641 4376.362571022727 50 TARGET 1 50 100 0.5 0.0015 50 6666 -22 4334.0691567366375 4404.809185606061 50 TARGET 1 50 100 0.5 0.0015 50 6666 -23 4317.6440150199915 4383.969105113636 50 TARGET 1 50 100 0.5 0.0015 50 6666 -24 4333.948081071128 4341.407152580492 50 TARGET 1 50 100 0.5 0.0015 50 6666 -25 4315.63196417298 4375.886496803977 50 TARGET 1 50 100 0.5 0.0015 50 6666 -26 4312.722674334491 4319.681551846591 50 TARGET 1 50 100 0.5 0.0015 50 6666 -27 4313.788947416877 4307.080906723485 50 TARGET 1 50 100 0.5 0.0015 50 6666 -28 4307.1663247053875 4305.359108664773 50 TARGET 1 50 100 0.5 0.0015 50 6666 -29 4300.86058666088 4319.202977035985 50 TARGET 1 50 100 0.5 0.0015 50 6666 -30 4299.403775712858 4286.15380859375 50 TARGET 1 50 100 0.5 0.0015 50 6666 -31 4302.585886534617 4311.810620857008 50 TARGET 1 50 100 0.5 0.0015 50 6666 -32 4289.938736321549 4284.696895714962 50 TARGET 1 50 100 0.5 0.0015 50 6666 -33 4290.624230587121 4281.508744673295 50 TARGET 1 50 100 0.5 0.0015 50 6666 -34 4285.026321154251 4325.722863399621 50 TARGET 1 50 100 0.5 0.0015 50 6666 -35 4282.566248421717 4309.069084398674 50 TARGET 1 50 100 0.5 0.0015 50 6666 -36 4277.916942866162 4306.641571969697 50 TARGET 1 50 100 0.5 0.0015 50 6666 -37 4272.142226299453 4293.989390980114 50 TARGET 1 50 100 0.5 0.0015 50 6666 -38 4271.237291535143 4287.661251183712 50 TARGET 1 50 100 0.5 0.0015 50 6666 -39 4271.473976417824 4278.350171638258 50 TARGET 1 50 100 0.5 0.0015 50 6666 -40 4272.703807278514 4293.48847360322 50 TARGET 1 50 100 0.5 0.0015 50 6666 -41 4267.564586292614 4271.149695194129 50 TARGET 1 50 100 0.5 0.0015 50 6666 -42 4261.01793817077 4295.51592092803 50 TARGET 1 50 100 0.5 0.0015 50 6666 -43 4254.3639783249155 4280.442737926136 50 TARGET 1 50 100 0.5 0.0015 50 6666 -44 4262.27386166351 4290.175796046402 50 TARGET 1 50 100 0.5 0.0015 50 6666 -45 4257.652855047874 4258.432069720644 50 TARGET 1 50 100 0.5 0.0015 50 6666 -46 4254.683504971591 4270.682380445076 50 TARGET 1 50 100 0.5 0.0015 50 6666 -47 4254.57940077862 4275.673916903409 50 TARGET 1 50 100 0.5 0.0015 50 6666 -48 4256.970500907512 4274.698700875947 50 TARGET 1 50 100 0.5 0.0015 50 6666 -49 4250.710588962542 4277.402817234848 50 TARGET 1 50 100 0.5 0.0015 50 6666 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_50bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_50bs_50e_0k_TARGET.tsv deleted file mode 100644 index 1cf3449d2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_50bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5340.180772569444 18579.593986742424 50 TARGET 1 50 100 0.0 0.0015 50 5026 -1 4900.933791035353 11920.505533854166 50 TARGET 1 50 100 0.0 0.0015 50 5026 -2 4695.9714117082285 10370.96475497159 50 TARGET 1 50 100 0.0 0.0015 50 5026 -3 4616.070731731376 11331.490737452652 50 TARGET 1 50 100 0.0 0.0015 50 5026 -4 4566.468761508312 6092.573774857955 50 TARGET 1 50 100 0.0 0.0015 50 5026 -5 4521.148041285248 5631.155880089962 50 TARGET 1 50 100 0.0 0.0015 50 5026 -6 4496.5668665824915 5045.268998579545 50 TARGET 1 50 100 0.0 0.0015 50 5026 -7 4474.089495212542 4794.580285274621 50 TARGET 1 50 100 0.0 0.0015 50 5026 -8 4442.193758877841 4761.710597182765 50 TARGET 1 50 100 0.0 0.0015 50 5026 -9 4445.421613596906 4646.201808120265 50 TARGET 1 50 100 0.0 0.0015 50 5026 -10 4413.869985663931 4604.412701231061 50 TARGET 1 50 100 0.0 0.0015 50 5026 -11 4409.200389309764 4572.43525094697 50 TARGET 1 50 100 0.0 0.0015 50 5026 -12 4410.707322245897 4548.542820785985 50 TARGET 1 50 100 0.0 0.0015 50 5026 -13 4392.6412924821125 4579.719637784091 50 TARGET 1 50 100 0.0 0.0015 50 5026 -14 4387.025402133312 4537.677512428977 50 TARGET 1 50 100 0.0 0.0015 50 5026 -15 4369.805489793771 4470.53290719697 50 TARGET 1 50 100 0.0 0.0015 50 5026 -16 4370.519861702967 4485.967891808712 50 TARGET 1 50 100 0.0 0.0015 50 5026 -17 4365.562889638573 4406.14501953125 50 TARGET 1 50 100 0.0 0.0015 50 5026 -18 4356.329571759259 4423.257087476326 50 TARGET 1 50 100 0.0 0.0015 50 5026 -19 4352.219493108165 4392.391779119318 50 TARGET 1 50 100 0.0 0.0015 50 5026 -20 4343.942665588173 4423.803858901515 50 TARGET 1 50 100 0.0 0.0015 50 5026 -21 4347.299901686132 4379.72002249053 50 TARGET 1 50 100 0.0 0.0015 50 5026 -22 4341.74934073811 4383.380696614583 50 TARGET 1 50 100 0.0 0.0015 50 5026 -23 4325.745278303872 4332.619170217803 50 TARGET 1 50 100 0.0 0.0015 50 5026 -24 4328.734013310185 4308.696851325758 50 TARGET 1 50 100 0.0 0.0015 50 5026 -25 4322.21057745423 4304.802749171402 50 TARGET 1 50 100 0.0 0.0015 50 5026 -26 4320.504895964857 4316.491802793561 50 TARGET 1 50 100 0.0 0.0015 50 5026 -27 4307.783622356376 4335.109907670455 50 TARGET 1 50 100 0.0 0.0015 50 5026 -28 4308.448423032408 4295.176121567235 50 TARGET 1 50 100 0.0 0.0015 50 5026 -29 4295.208338265467 4305.448330965909 50 TARGET 1 50 100 0.0 0.0015 50 5026 -30 4307.20488577178 4283.979447798295 50 TARGET 1 50 100 0.0 0.0015 50 5026 -31 4292.478257509996 4285.541888612689 50 TARGET 1 50 100 0.0 0.0015 50 5026 -32 4296.223765980114 4295.459235913826 50 TARGET 1 50 100 0.0 0.0015 50 5026 -33 4287.141040943287 4287.531664299242 50 TARGET 1 50 100 0.0 0.0015 50 5026 -34 4283.812758115004 4303.521928267045 50 TARGET 1 50 100 0.0 0.0015 50 5026 -35 4284.748960963805 4297.91240530303 50 TARGET 1 50 100 0.0 0.0015 50 5026 -36 4282.778857915088 4288.309111624053 50 TARGET 1 50 100 0.0 0.0015 50 5026 -37 4280.268844039352 4282.414876302083 50 TARGET 1 50 100 0.0 0.0015 50 5026 -38 4274.1133881129 4315.127988873106 50 TARGET 1 50 100 0.0 0.0015 50 5026 -39 4282.924957583649 4287.839029947917 50 TARGET 1 50 100 0.0 0.0015 50 5026 -40 4273.602088594276 4265.382457386364 50 TARGET 1 50 100 0.0 0.0015 50 5026 -41 4274.275214712226 4273.798754142992 50 TARGET 1 50 100 0.0 0.0015 50 5026 -42 4265.809604837437 4320.819409919508 50 TARGET 1 50 100 0.0 0.0015 50 5026 -43 4268.769628248632 4271.118859493371 50 TARGET 1 50 100 0.0 0.0015 50 5026 -44 4262.09466244476 4284.141098484848 50 TARGET 1 50 100 0.0 0.0015 50 5026 -45 4265.3846752025465 4251.656338778409 50 TARGET 1 50 100 0.0 0.0015 50 5026 -46 4260.4029816393095 4252.634410511364 50 TARGET 1 50 100 0.0 0.0015 50 5026 -47 4256.924607402147 4261.828894412879 50 TARGET 1 50 100 0.0 0.0015 50 5026 -48 4251.028560343014 4264.010194720644 50 TARGET 1 50 100 0.0 0.0015 50 5026 -49 4251.12287589436 4260.464932528409 50 TARGET 1 50 100 0.0 0.0015 50 5026 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_50bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_50bs_50e_1k_TARGET.tsv deleted file mode 100644 index 2e84f61b9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.0015lr_50bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5345.288141835017 20765.317945075756 50 TARGET 1 50 100 1.0 0.0015 50 4548 -1 4940.309244791667 12885.203953598484 50 TARGET 1 50 100 1.0 0.0015 50 4548 -2 4736.134413799453 9964.967921401516 50 TARGET 1 50 100 1.0 0.0015 50 4548 -3 4628.338086266309 20024.754379734848 50 TARGET 1 50 100 1.0 0.0015 50 4548 -4 4546.658431647201 7745.010505445076 50 TARGET 1 50 100 1.0 0.0015 50 4548 -5 4516.0142505787035 5258.084043560606 50 TARGET 1 50 100 1.0 0.0015 50 4548 -6 4483.347817366372 4943.184481534091 50 TARGET 1 50 100 1.0 0.0015 50 4548 -7 4454.112370449285 4706.449751420455 50 TARGET 1 50 100 1.0 0.0015 50 4548 -8 4447.506334503893 4636.633256392045 50 TARGET 1 50 100 1.0 0.0015 50 4548 -9 4441.032384390783 4551.576600970644 50 TARGET 1 50 100 1.0 0.0015 50 4548 -10 4430.3447545112585 4534.835878314394 50 TARGET 1 50 100 1.0 0.0015 50 4548 -11 4413.355463817866 4606.107185132576 50 TARGET 1 50 100 1.0 0.0015 50 4548 -12 4404.273874815867 4562.038071141098 50 TARGET 1 50 100 1.0 0.0015 50 4548 -13 4384.848478272306 4492.563121448864 50 TARGET 1 50 100 1.0 0.0015 50 4548 -14 4378.572679924242 4489.445623224432 50 TARGET 1 50 100 1.0 0.0015 50 4548 -15 4373.830832741477 4477.154681581439 50 TARGET 1 50 100 1.0 0.0015 50 4548 -16 4376.93313012942 4504.110218394886 50 TARGET 1 50 100 1.0 0.0015 50 4548 -17 4377.42890329072 4461.147786458333 50 TARGET 1 50 100 1.0 0.0015 50 4548 -18 4356.297833478009 4439.2138671875 50 TARGET 1 50 100 1.0 0.0015 50 4548 -19 4353.704466540404 4427.076778527462 50 TARGET 1 50 100 1.0 0.0015 50 4548 -20 4342.016871185817 4413.087742660985 50 TARGET 1 50 100 1.0 0.0015 50 4548 -21 4330.690354061448 4391.222641453598 50 TARGET 1 50 100 1.0 0.0015 50 4548 -22 4333.268566195812 4345.606992779356 50 TARGET 1 50 100 1.0 0.0015 50 4548 -23 4327.340131457807 4341.619288589015 50 TARGET 1 50 100 1.0 0.0015 50 4548 -24 4326.55315853851 4323.964192708333 50 TARGET 1 50 100 1.0 0.0015 50 4548 -25 4320.690686158459 4338.401026870265 50 TARGET 1 50 100 1.0 0.0015 50 4548 -26 4306.632891414141 4295.159446022727 50 TARGET 1 50 100 1.0 0.0015 50 4548 -27 4303.156937210648 4304.007960464015 50 TARGET 1 50 100 1.0 0.0015 50 4548 -28 4303.504123263889 4291.273111979167 50 TARGET 1 50 100 1.0 0.0015 50 4548 -29 4297.953897700968 4299.004424124053 50 TARGET 1 50 100 1.0 0.0015 50 4548 -30 4300.1603650436655 4316.623549952652 50 TARGET 1 50 100 1.0 0.0015 50 4548 -31 4296.006359164562 4305.598677201705 50 TARGET 1 50 100 1.0 0.0015 50 4548 -32 4288.856183909406 4305.692767518939 50 TARGET 1 50 100 1.0 0.0015 50 4548 -33 4288.089256826073 4282.064793442235 50 TARGET 1 50 100 1.0 0.0015 50 4548 -34 4283.870150068392 4298.020818536932 50 TARGET 1 50 100 1.0 0.0015 50 4548 -35 4280.677076757155 4284.202592329545 50 TARGET 1 50 100 1.0 0.0015 50 4548 -36 4281.148912628893 4301.555249763258 50 TARGET 1 50 100 1.0 0.0015 50 4548 -37 4283.352918836806 4284.983132102273 50 TARGET 1 50 100 1.0 0.0015 50 4548 -38 4273.725490582912 4285.691569010417 50 TARGET 1 50 100 1.0 0.0015 50 4548 -39 4280.742919099853 4290.584591027462 50 TARGET 1 50 100 1.0 0.0015 50 4548 -40 4266.680419099853 4277.405450994318 50 TARGET 1 50 100 1.0 0.0015 50 4548 -41 4265.057771727694 4273.232703006629 50 TARGET 1 50 100 1.0 0.0015 50 4548 -42 4264.502909958965 4283.875029592803 50 TARGET 1 50 100 1.0 0.0015 50 4548 -43 4257.187074192445 4259.011348839962 50 TARGET 1 50 100 1.0 0.0015 50 4548 -44 4262.219762731482 4347.886777935606 50 TARGET 1 50 100 1.0 0.0015 50 4548 -45 4255.740168613215 4278.716486150568 50 TARGET 1 50 100 1.0 0.0015 50 4548 -46 4257.24235848064 4256.283247514205 50 TARGET 1 50 100 1.0 0.0015 50 4548 -47 4246.85782795402 4273.234774502841 50 TARGET 1 50 100 1.0 0.0015 50 4548 -48 4250.125864767467 4255.721324573864 50 TARGET 1 50 100 1.0 0.0015 50 4548 -49 4248.154175215699 4249.468232125947 50 TARGET 1 50 100 1.0 0.0015 50 4548 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_25bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_25bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index 906100d00..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_25bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5290.531156289457 9163.471664891098 25 TARGET 1 100 100 0.5 0.001 50 1562 -1 4868.476838699495 8212.450883345171 25 TARGET 1 100 100 0.5 0.001 50 1562 -2 4694.616739497843 5645.294344815341 25 TARGET 1 100 100 0.5 0.001 50 1562 -3 4600.850271102957 5308.375732421875 25 TARGET 1 100 100 0.5 0.001 50 1562 -4 4547.820371685606 4955.90732273911 25 TARGET 1 100 100 0.5 0.001 50 1562 -5 4511.32647109112 4819.126805160985 25 TARGET 1 100 100 0.5 0.001 50 1562 -6 4494.428943569813 4691.553185665246 25 TARGET 1 100 100 0.5 0.001 50 1562 -7 4472.386333221539 4523.206535570549 25 TARGET 1 100 100 0.5 0.001 50 1562 -8 4436.823452625211 4521.111283735795 25 TARGET 1 100 100 0.5 0.001 50 1562 -9 4429.919999145097 4445.266342625473 25 TARGET 1 100 100 0.5 0.001 50 1562 -10 4415.968084983954 4518.256791548295 25 TARGET 1 100 100 0.5 0.001 50 1562 -11 4396.813917166456 4423.41347804214 25 TARGET 1 100 100 0.5 0.001 50 1562 -12 4405.006324639626 4443.088822798295 25 TARGET 1 100 100 0.5 0.001 50 1562 -13 4397.288806851063 4449.39032907197 25 TARGET 1 100 100 0.5 0.001 50 1562 -14 4385.737741181345 4401.94121389678 25 TARGET 1 100 100 0.5 0.001 50 1562 -15 4380.582089613584 4369.268399325284 25 TARGET 1 100 100 0.5 0.001 50 1562 -16 4360.779650344592 4353.426498875473 25 TARGET 1 100 100 0.5 0.001 50 1562 -17 4353.1730644662775 4345.396380800189 25 TARGET 1 100 100 0.5 0.001 50 1562 -18 4352.110397595749 4339.886740944602 25 TARGET 1 100 100 0.5 0.001 50 1562 -19 4345.8101120251995 4352.668294270833 25 TARGET 1 100 100 0.5 0.001 50 1562 -20 4358.097176188973 4342.739627722538 25 TARGET 1 100 100 0.5 0.001 50 1562 -21 4336.43788141835 4328.308349609375 25 TARGET 1 100 100 0.5 0.001 50 1562 -22 4340.610744489162 4318.867202296402 25 TARGET 1 100 100 0.5 0.001 50 1562 -23 4329.035586167666 4327.169818300189 25 TARGET 1 100 100 0.5 0.001 50 1562 -24 4328.483042501842 4336.450994318182 25 TARGET 1 100 100 0.5 0.001 50 1562 -25 4327.469890144939 4313.216389973958 25 TARGET 1 100 100 0.5 0.001 50 1562 -26 4321.912558199179 4310.766098484848 25 TARGET 1 100 100 0.5 0.001 50 1562 -27 4312.930121527777 4301.78779000947 25 TARGET 1 100 100 0.5 0.001 50 1562 -28 4305.182262073864 4326.078546697443 25 TARGET 1 100 100 0.5 0.001 50 1562 -29 4306.493227358217 4298.446747750947 25 TARGET 1 100 100 0.5 0.001 50 1562 -30 4304.062376696654 4290.362252900095 25 TARGET 1 100 100 0.5 0.001 50 1562 -31 4303.714436848958 4313.269102154356 25 TARGET 1 100 100 0.5 0.001 50 1562 -32 4285.6530523332285 4289.126916133996 25 TARGET 1 100 100 0.5 0.001 50 1562 -33 4293.353986643781 4299.345177852746 25 TARGET 1 100 100 0.5 0.001 50 1562 -34 4288.26945644597 4304.878040660511 25 TARGET 1 100 100 0.5 0.001 50 1562 -35 4280.348234131681 4278.229085286458 25 TARGET 1 100 100 0.5 0.001 50 1562 -36 4282.182716652199 4271.226347952178 25 TARGET 1 100 100 0.5 0.001 50 1562 -37 4277.640595407197 4252.124556107955 25 TARGET 1 100 100 0.5 0.001 50 1562 -38 4271.175425314342 4262.521654533617 25 TARGET 1 100 100 0.5 0.001 50 1562 -39 4270.012559678819 4280.045661695076 25 TARGET 1 100 100 0.5 0.001 50 1562 -40 4273.419652251683 4253.58993992661 25 TARGET 1 100 100 0.5 0.001 50 1562 -41 4263.911066228693 4263.427689985795 25 TARGET 1 100 100 0.5 0.001 50 1562 -42 4256.614424683028 4262.24238725142 25 TARGET 1 100 100 0.5 0.001 50 1562 -43 4258.559377548269 4270.621152935606 25 TARGET 1 100 100 0.5 0.001 50 1562 -44 4263.690145267782 4259.038995916193 25 TARGET 1 100 100 0.5 0.001 50 1562 -45 4260.225534150095 4252.376043146307 25 TARGET 1 100 100 0.5 0.001 50 1562 -46 4259.3263531309185 4250.336684718277 25 TARGET 1 100 100 0.5 0.001 50 1562 -47 4258.400096341014 4250.971294981061 25 TARGET 1 100 100 0.5 0.001 50 1562 -48 4247.727602358217 4256.918871330492 25 TARGET 1 100 100 0.5 0.001 50 1562 -49 4249.784187907723 4278.595466382576 25 TARGET 1 100 100 0.5 0.001 50 1562 -50 4244.967343519834 4244.651234019886 25 TARGET 1 100 100 0.5 0.001 50 1562 -51 4252.054190998527 4260.632827296402 25 TARGET 1 100 100 0.5 0.001 50 1562 -52 4248.165667498553 4262.080751361269 25 TARGET 1 100 100 0.5 0.001 50 1562 -53 4241.38007187763 4240.859256628788 25 TARGET 1 100 100 0.5 0.001 50 1562 -54 4242.600513599537 4252.511089902936 25 TARGET 1 100 100 0.5 0.001 50 1562 -55 4238.311023236926 4240.550374348958 25 TARGET 1 100 100 0.5 0.001 50 1562 -56 4233.915643248895 4248.374297170928 25 TARGET 1 100 100 0.5 0.001 50 1562 -57 4238.641398934002 4240.177719578598 25 TARGET 1 100 100 0.5 0.001 50 1562 -58 4237.651260735612 4243.854891690341 25 TARGET 1 100 100 0.5 0.001 50 1562 -59 4236.225703075678 4246.991824988163 25 TARGET 1 100 100 0.5 0.001 50 1562 -60 4240.052050452441 4255.938994436553 25 TARGET 1 100 100 0.5 0.001 50 1562 -61 4239.1299456972065 4240.172348484848 25 TARGET 1 100 100 0.5 0.001 50 1562 -62 4227.870804398148 4227.525124289773 25 TARGET 1 100 100 0.5 0.001 50 1562 -63 4240.533657703336 4231.900412819602 25 TARGET 1 100 100 0.5 0.001 50 1562 -64 4229.587773897832 4247.428459398674 25 TARGET 1 100 100 0.5 0.001 50 1562 -65 4224.41033791693 4232.752101089015 25 TARGET 1 100 100 0.5 0.001 50 1562 -66 4225.274975503735 4228.118963068182 25 TARGET 1 100 100 0.5 0.001 50 1562 -67 4218.291190715751 4214.756532611269 25 TARGET 1 100 100 0.5 0.001 50 1562 -68 4227.75359593658 4213.47637014678 25 TARGET 1 100 100 0.5 0.001 50 1562 -69 4226.984682847354 4225.851288766572 25 TARGET 1 100 100 0.5 0.001 50 1562 -70 4221.158462062027 4215.34365382339 25 TARGET 1 100 100 0.5 0.001 50 1562 -71 4221.9503194378685 4228.16738429214 25 TARGET 1 100 100 0.5 0.001 50 1562 -72 4220.881881148727 4245.988296046402 25 TARGET 1 100 100 0.5 0.001 50 1562 -73 4218.616887050847 4217.065170750473 25 TARGET 1 100 100 0.5 0.001 50 1562 -74 4218.410813456834 4222.573693477746 25 TARGET 1 100 100 0.5 0.001 50 1562 -75 4210.931719539141 4223.599461410985 25 TARGET 1 100 100 0.5 0.001 50 1562 -76 4212.793279474432 4224.990086410985 25 TARGET 1 100 100 0.5 0.001 50 1562 -77 4219.45226598669 4221.632331616951 25 TARGET 1 100 100 0.5 0.001 50 1562 -78 4215.444518015441 4225.402602687027 25 TARGET 1 100 100 0.5 0.001 50 1562 -79 4208.644301083754 4217.078243371212 25 TARGET 1 100 100 0.5 0.001 50 1562 -80 4206.132284350668 4237.985418146307 25 TARGET 1 100 100 0.5 0.001 50 1562 -81 4209.209582396228 4205.294566761364 25 TARGET 1 100 100 0.5 0.001 50 1562 -82 4204.973833385943 4215.305382930871 25 TARGET 1 100 100 0.5 0.001 50 1562 -83 4202.84341872501 4217.516645951705 25 TARGET 1 100 100 0.5 0.001 50 1562 -84 4206.6519553444605 4240.619754675663 25 TARGET 1 100 100 0.5 0.001 50 1562 -85 4200.920454134443 4222.02656693892 25 TARGET 1 100 100 0.5 0.001 50 1562 -86 4216.348976417824 4215.136245265152 25 TARGET 1 100 100 0.5 0.001 50 1562 -87 4199.750872165667 4217.238059303977 25 TARGET 1 100 100 0.5 0.001 50 1562 -88 4204.478641394413 4205.529748165246 25 TARGET 1 100 100 0.5 0.001 50 1562 -89 4211.148968115399 4213.086936257102 25 TARGET 1 100 100 0.5 0.001 50 1562 -90 4196.691652856692 4236.78750147964 25 TARGET 1 100 100 0.5 0.001 50 1562 -91 4210.344192248001 4201.234234434186 25 TARGET 1 100 100 0.5 0.001 50 1562 -92 4197.5650856711645 4214.038944128788 25 TARGET 1 100 100 0.5 0.001 50 1562 -93 4199.85401459254 4222.292939157197 25 TARGET 1 100 100 0.5 0.001 50 1562 -94 4197.695127955993 4239.941790956439 25 TARGET 1 100 100 0.5 0.001 50 1562 -95 4193.236342921402 4202.903194543087 25 TARGET 1 100 100 0.5 0.001 50 1562 -96 4193.250367443971 4224.414535984848 25 TARGET 1 100 100 0.5 0.001 50 1562 -97 4194.757745916193 4209.092129794034 25 TARGET 1 100 100 0.5 0.001 50 1562 -98 4188.294263846144 4199.178821910511 25 TARGET 1 100 100 0.5 0.001 50 1562 -99 4192.155328101983 4199.821437026515 25 TARGET 1 100 100 0.5 0.001 50 1562 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_25bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_25bs_100e_0k_TARGET.tsv deleted file mode 100644 index fa155ae8a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_25bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5306.621854942656 11360.311405066288 25 TARGET 1 100 100 0.0 0.001 50 7775 -1 4863.317082774358 12025.337476325758 25 TARGET 1 100 100 0.0 0.001 50 7775 -2 4676.574223682134 8177.22636274858 25 TARGET 1 100 100 0.0 0.001 50 7775 -3 4600.805565419823 6155.205951112689 25 TARGET 1 100 100 0.0 0.001 50 7775 -4 4528.018758549032 5822.185828006629 25 TARGET 1 100 100 0.0 0.001 50 7775 -5 4499.081214159827 4838.737119732481 25 TARGET 1 100 100 0.0 0.001 50 7775 -6 4459.376364557029 4770.580655184659 25 TARGET 1 100 100 0.0 0.001 50 7775 -7 4458.143890894623 4532.332534327652 25 TARGET 1 100 100 0.0 0.001 50 7775 -8 4432.285568083175 4540.747684363163 25 TARGET 1 100 100 0.0 0.001 50 7775 -9 4424.176857277199 4524.373934659091 25 TARGET 1 100 100 0.0 0.001 50 7775 -10 4405.537705341172 4463.700861150568 25 TARGET 1 100 100 0.0 0.001 50 7775 -11 4389.8951395465065 4451.756110913826 25 TARGET 1 100 100 0.0 0.001 50 7775 -12 4393.9047243265995 4436.837853633996 25 TARGET 1 100 100 0.0 0.001 50 7775 -13 4395.355138297033 4412.304924242424 25 TARGET 1 100 100 0.0 0.001 50 7775 -14 4365.791626387574 4399.251109730114 25 TARGET 1 100 100 0.0 0.001 50 7775 -15 4360.369048558502 4415.443803267045 25 TARGET 1 100 100 0.0 0.001 50 7775 -16 4360.789776015362 4415.073567708333 25 TARGET 1 100 100 0.0 0.001 50 7775 -17 4342.132565071286 4406.149554628314 25 TARGET 1 100 100 0.0 0.001 50 7775 -18 4344.5367411090065 4413.212972005208 25 TARGET 1 100 100 0.0 0.001 50 7775 -19 4331.873523647938 4394.603426846591 25 TARGET 1 100 100 0.0 0.001 50 7775 -20 4335.198607165404 4368.723640210701 25 TARGET 1 100 100 0.0 0.001 50 7775 -21 4333.266094374737 4360.582060842803 25 TARGET 1 100 100 0.0 0.001 50 7775 -22 4320.29971919718 4348.725260416667 25 TARGET 1 100 100 0.0 0.001 50 7775 -23 4316.288686013783 4378.881621389678 25 TARGET 1 100 100 0.0 0.001 50 7775 -24 4308.743478897043 4353.653483072917 25 TARGET 1 100 100 0.0 0.001 50 7775 -25 4305.405089304503 4380.003403172348 25 TARGET 1 100 100 0.0 0.001 50 7775 -26 4301.492275456387 4369.352849786932 25 TARGET 1 100 100 0.0 0.001 50 7775 -27 4298.068928214436 4369.074359315814 25 TARGET 1 100 100 0.0 0.001 50 7775 -28 4291.997044829808 4349.498690518466 25 TARGET 1 100 100 0.0 0.001 50 7775 -29 4292.105755635785 4339.400915897254 25 TARGET 1 100 100 0.0 0.001 50 7775 -30 4282.56158755524 4349.879498106061 25 TARGET 1 100 100 0.0 0.001 50 7775 -31 4290.028195365109 4349.58261570786 25 TARGET 1 100 100 0.0 0.001 50 7775 -32 4285.168915719697 4321.718158143939 25 TARGET 1 100 100 0.0 0.001 50 7775 -33 4281.405388931634 4334.488318241004 25 TARGET 1 100 100 0.0 0.001 50 7775 -34 4271.7180488149725 4328.511119495739 25 TARGET 1 100 100 0.0 0.001 50 7775 -35 4274.68438494647 4332.831439393939 25 TARGET 1 100 100 0.0 0.001 50 7775 -36 4278.604846479114 4313.226932410038 25 TARGET 1 100 100 0.0 0.001 50 7775 -37 4266.451332991372 4336.818670099432 25 TARGET 1 100 100 0.0 0.001 50 7775 -38 4258.546517420296 4321.206764914773 25 TARGET 1 100 100 0.0 0.001 50 7775 -39 4263.4636509956335 4305.095525568182 25 TARGET 1 100 100 0.0 0.001 50 7775 -40 4255.8358174847435 4325.663463245739 25 TARGET 1 100 100 0.0 0.001 50 7775 -41 4255.4557846531725 4336.109759706439 25 TARGET 1 100 100 0.0 0.001 50 7775 -42 4263.499170579493 4305.73818507339 25 TARGET 1 100 100 0.0 0.001 50 7775 -43 4258.4738753090805 4317.381577000473 25 TARGET 1 100 100 0.0 0.001 50 7775 -44 4250.0921018452755 4299.170735677083 25 TARGET 1 100 100 0.0 0.001 50 7775 -45 4257.702727963226 4312.492106119792 25 TARGET 1 100 100 0.0 0.001 50 7775 -46 4249.505400686553 4304.402092211174 25 TARGET 1 100 100 0.0 0.001 50 7775 -47 4252.007689607665 4313.529829545455 25 TARGET 1 100 100 0.0 0.001 50 7775 -48 4242.99888451573 4310.555257161458 25 TARGET 1 100 100 0.0 0.001 50 7775 -49 4242.775748204704 4330.482155539773 25 TARGET 1 100 100 0.0 0.001 50 7775 -50 4246.669512918903 4328.731208570076 25 TARGET 1 100 100 0.0 0.001 50 7775 -51 4239.395419034091 4330.150398023201 25 TARGET 1 100 100 0.0 0.001 50 7775 -52 4239.396891276042 4306.271306818182 25 TARGET 1 100 100 0.0 0.001 50 7775 -53 4243.022516012995 4348.054280598958 25 TARGET 1 100 100 0.0 0.001 50 7775 -54 4231.967635337753 4299.101236979167 25 TARGET 1 100 100 0.0 0.001 50 7775 -55 4235.745217885233 4301.349646366004 25 TARGET 1 100 100 0.0 0.001 50 7775 -56 4231.035475194655 4304.454286517519 25 TARGET 1 100 100 0.0 0.001 50 7775 -57 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0.001 50 7775 -70 4218.216556844486 4296.246766986269 25 TARGET 1 100 100 0.0 0.001 50 7775 -71 4218.161002110954 4281.509610262784 25 TARGET 1 100 100 0.0 0.001 50 7775 -72 4206.5074442340065 4275.598751183712 25 TARGET 1 100 100 0.0 0.001 50 7775 -73 4210.662305838331 4302.702592329545 25 TARGET 1 100 100 0.0 0.001 50 7775 -74 4215.753837611137 4274.891379616477 25 TARGET 1 100 100 0.0 0.001 50 7775 -75 4207.278488827073 4273.73486328125 25 TARGET 1 100 100 0.0 0.001 50 7775 -76 4207.470440077862 4271.370886600379 25 TARGET 1 100 100 0.0 0.001 50 7775 -77 4204.77586821996 4267.023666844223 25 TARGET 1 100 100 0.0 0.001 50 7775 -78 4205.941389809554 4257.794011896307 25 TARGET 1 100 100 0.0 0.001 50 7775 -79 4201.176029911748 4265.592854817708 25 TARGET 1 100 100 0.0 0.001 50 7775 -80 4208.23595040575 4288.258426550663 25 TARGET 1 100 100 0.0 0.001 50 7775 -81 4212.583333744345 4284.693307587595 25 TARGET 1 100 100 0.0 0.001 50 7775 -82 4203.204595186895 4290.123231830019 25 TARGET 1 100 100 0.0 0.001 50 7775 -83 4197.444449376579 4267.735225793087 25 TARGET 1 100 100 0.0 0.001 50 7775 -84 4201.04032759233 4270.093520655777 25 TARGET 1 100 100 0.0 0.001 50 7775 -85 4208.788717661642 4263.987349076705 25 TARGET 1 100 100 0.0 0.001 50 7775 -86 4194.469009759049 4276.491736209754 25 TARGET 1 100 100 0.0 0.001 50 7775 -87 4191.865159159959 4269.559000651042 25 TARGET 1 100 100 0.0 0.001 50 7775 -88 4192.5676010594225 4262.347892992424 25 TARGET 1 100 100 0.0 0.001 50 7775 -89 4192.872919050531 4268.434925426136 25 TARGET 1 100 100 0.0 0.001 50 7775 -90 4197.025312121869 4258.710952296402 25 TARGET 1 100 100 0.0 0.001 50 7775 -91 4189.628857339672 4259.681233723958 25 TARGET 1 100 100 0.0 0.001 50 7775 -92 4194.734192511048 4265.313269412879 25 TARGET 1 100 100 0.0 0.001 50 7775 -93 4189.216004856507 4261.21816554214 25 TARGET 1 100 100 0.0 0.001 50 7775 -94 4187.92620911261 4268.143251361269 25 TARGET 1 100 100 0.0 0.001 50 7775 -95 4187.273440788089 4268.370494495739 25 TARGET 1 100 100 0.0 0.001 50 7775 -96 4190.466281467014 4271.52480616714 25 TARGET 1 100 100 0.0 0.001 50 7775 -97 4180.591096923006 4268.190044981061 25 TARGET 1 100 100 0.0 0.001 50 7775 -98 4185.9072799939495 4267.404326467803 25 TARGET 1 100 100 0.0 0.001 50 7775 -99 4188.45612620344 4263.320186730587 25 TARGET 1 100 100 0.0 0.001 50 7775 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_25bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_25bs_100e_1k_TARGET.tsv deleted file mode 100644 index 3955c2a84..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_25bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5279.048602068866 8500.49286813447 25 TARGET 1 100 100 1.0 0.001 50 364 -1 4868.308576487531 8615.779393051609 25 TARGET 1 100 100 1.0 0.001 50 364 -2 4691.508250637889 5591.945748993845 25 TARGET 1 100 100 1.0 0.001 50 364 -3 4616.869402850116 5042.017985026042 25 TARGET 1 100 100 1.0 0.001 50 364 -4 4542.425331603798 4845.281368371212 25 TARGET 1 100 100 1.0 0.001 50 364 -5 4518.353310119423 4955.978685783617 25 TARGET 1 100 100 1.0 0.001 50 364 -6 4495.941366792929 4744.120886600379 25 TARGET 1 100 100 1.0 0.001 50 364 -7 4471.450487130419 4528.006747159091 25 TARGET 1 100 100 1.0 0.001 50 364 -8 4447.330188275989 4579.991684422348 25 TARGET 1 100 100 1.0 0.001 50 364 -9 4429.983977963226 4421.970126065341 25 TARGET 1 100 100 1.0 0.001 50 364 -10 4409.803549821128 4359.308512369792 25 TARGET 1 100 100 1.0 0.001 50 364 -11 4418.510050044718 4392.81045069839 25 TARGET 1 100 100 1.0 0.001 50 364 -12 4400.110215928819 4428.069565281723 25 TARGET 1 100 100 1.0 0.001 50 364 -13 4385.627269603588 4367.933815696023 25 TARGET 1 100 100 1.0 0.001 50 364 -14 4384.043918185764 4332.260697798295 25 TARGET 1 100 100 1.0 0.001 50 364 -15 4372.118816748211 4359.854706735322 25 TARGET 1 100 100 1.0 0.001 50 364 -16 4378.163125394571 4368.544396602746 25 TARGET 1 100 100 1.0 0.001 50 364 -17 4369.674704400779 4323.267689098011 25 TARGET 1 100 100 1.0 0.001 50 364 -18 4366.265541975747 4343.343801787405 25 TARGET 1 100 100 1.0 0.001 50 364 -19 4355.906651146885 4316.117801550663 25 TARGET 1 100 100 1.0 0.001 50 364 -20 4338.294441813973 4317.577318596117 25 TARGET 1 100 100 1.0 0.001 50 364 -21 4346.271093914404 4316.109167850379 25 TARGET 1 100 100 1.0 0.001 50 364 -22 4342.147654934764 4305.088119969223 25 TARGET 1 100 100 1.0 0.001 50 364 -23 4352.215542468961 4294.580285274621 25 TARGET 1 100 100 1.0 0.001 50 364 -24 4337.050639862164 4297.404533617424 25 TARGET 1 100 100 1.0 0.001 50 364 -25 4319.889033564815 4284.984996448864 25 TARGET 1 100 100 1.0 0.001 50 364 -26 4320.491649075389 4269.820083155777 25 TARGET 1 100 100 1.0 0.001 50 364 -27 4310.6831071127945 4272.043856534091 25 TARGET 1 100 100 1.0 0.001 50 364 -28 4310.211235894098 4312.424715909091 25 TARGET 1 100 100 1.0 0.001 50 364 -29 4306.328986479377 4291.800233783144 25 TARGET 1 100 100 1.0 0.001 50 364 -30 4297.279263172086 4277.07851710464 25 TARGET 1 100 100 1.0 0.001 50 364 -31 4303.45049124053 4276.305434718277 25 TARGET 1 100 100 1.0 0.001 50 364 -32 4306.505011870002 4290.601895419034 25 TARGET 1 100 100 1.0 0.001 50 364 -33 4297.866614550452 4263.156190814394 25 TARGET 1 100 100 1.0 0.001 50 364 -34 4292.476090659196 4278.672281901042 25 TARGET 1 100 100 1.0 0.001 50 364 -35 4288.431625006576 4254.772941820549 25 TARGET 1 100 100 1.0 0.001 50 364 -36 4285.046324245055 4284.362844756155 25 TARGET 1 100 100 1.0 0.001 50 364 -37 4279.52166275384 4250.543841737689 25 TARGET 1 100 100 1.0 0.001 50 364 -38 4276.659017749105 4250.226880622633 25 TARGET 1 100 100 1.0 0.001 50 364 -39 4269.204804391572 4244.120760830966 25 TARGET 1 100 100 1.0 0.001 50 364 -40 4272.649530789668 4238.070985736269 25 TARGET 1 100 100 1.0 0.001 50 364 -41 4268.178597498421 4243.727109966856 25 TARGET 1 100 100 1.0 0.001 50 364 -42 4269.318742437395 4250.64922170928 25 TARGET 1 100 100 1.0 0.001 50 364 -43 4260.454031690604 4234.856807824337 25 TARGET 1 100 100 1.0 0.001 50 364 -44 4258.8693790114685 4243.322938861269 25 TARGET 1 100 100 1.0 0.001 50 364 -45 4267.5876185356165 4247.923916903409 25 TARGET 1 100 100 1.0 0.001 50 364 -46 4254.425537931397 4238.653016986269 25 TARGET 1 100 100 1.0 0.001 50 364 -47 4253.425650959464 4235.057558001894 25 TARGET 1 100 100 1.0 0.001 50 364 -48 4257.357079091698 4293.823582504735 25 TARGET 1 100 100 1.0 0.001 50 364 -49 4254.966704808502 4248.944091796875 25 TARGET 1 100 100 1.0 0.001 50 364 -50 4257.006103926637 4222.560029000947 25 TARGET 1 100 100 1.0 0.001 50 364 -51 4255.096015904488 4235.180331143466 25 TARGET 1 100 100 1.0 0.001 50 364 -52 4247.146334355929 4235.213541666667 25 TARGET 1 100 100 1.0 0.001 50 364 -53 4257.272586706913 4218.291940400095 25 TARGET 1 100 100 1.0 0.001 50 364 -54 4240.604020346696 4246.454160748106 25 TARGET 1 100 100 1.0 0.001 50 364 -55 4239.669501821601 4227.954108960701 25 TARGET 1 100 100 1.0 0.001 50 364 -56 4246.709732415299 4239.728293678977 25 TARGET 1 100 100 1.0 0.001 50 364 -57 4242.150350345907 4232.075298887311 25 TARGET 1 100 100 1.0 0.001 50 364 -58 4229.782521668508 4269.181884765625 25 TARGET 1 100 100 1.0 0.001 50 364 -59 4236.04974426886 4220.93329782197 25 TARGET 1 100 100 1.0 0.001 50 364 -60 4236.814652054398 4212.053503787879 25 TARGET 1 100 100 1.0 0.001 50 364 -61 4239.879552359533 4229.330403645833 25 TARGET 1 100 100 1.0 0.001 50 364 -62 4239.284187085701 4223.917983546402 25 TARGET 1 100 100 1.0 0.001 50 364 -63 4234.201504794034 4227.735566110322 25 TARGET 1 100 100 1.0 0.001 50 364 -64 4231.121281993108 4218.112674597538 25 TARGET 1 100 100 1.0 0.001 50 364 -65 4223.793185763889 4209.207734079072 25 TARGET 1 100 100 1.0 0.001 50 364 -66 4226.5981461752945 4210.593335700758 25 TARGET 1 100 100 1.0 0.001 50 364 -67 4228.943165788747 4229.045728278883 25 TARGET 1 100 100 1.0 0.001 50 364 -68 4223.460909140231 4210.445060961174 25 TARGET 1 100 100 1.0 0.001 50 364 -69 4221.278317024411 4206.264278527462 25 TARGET 1 100 100 1.0 0.001 50 364 -70 4226.882455331308 4201.251242897727 25 TARGET 1 100 100 1.0 0.001 50 364 -71 4218.799167620213 4196.687529592803 25 TARGET 1 100 100 1.0 0.001 50 364 -72 4222.275832873001 4198.956084280303 25 TARGET 1 100 100 1.0 0.001 50 364 -73 4221.04764482389 4200.137391986269 25 TARGET 1 100 100 1.0 0.001 50 364 -74 4225.825253265072 4206.46367483428 25 TARGET 1 100 100 1.0 0.001 50 364 -75 4213.971327861953 4215.490952000473 25 TARGET 1 100 100 1.0 0.001 50 364 -76 4217.399508184054 4212.238850911458 25 TARGET 1 100 100 1.0 0.001 50 364 -77 4215.305431841199 4203.466626716383 25 TARGET 1 100 100 1.0 0.001 50 364 -78 4216.075984453914 4207.892393169981 25 TARGET 1 100 100 1.0 0.001 50 364 -79 4209.028252906671 4197.80029296875 25 TARGET 1 100 100 1.0 0.001 50 364 -80 4207.636501736111 4194.43379350142 25 TARGET 1 100 100 1.0 0.001 50 364 -81 4215.605466694944 4196.646343809186 25 TARGET 1 100 100 1.0 0.001 50 364 -82 4217.2567455150465 4201.659912109375 25 TARGET 1 100 100 1.0 0.001 50 364 -83 4209.513827237216 4187.576275449811 25 TARGET 1 100 100 1.0 0.001 50 364 -84 4203.23227925413 4201.557040127841 25 TARGET 1 100 100 1.0 0.001 50 364 -85 4203.897294066972 4214.309488932292 25 TARGET 1 100 100 1.0 0.001 50 364 -86 4207.140915995897 4212.562130089962 25 TARGET 1 100 100 1.0 0.001 50 364 -87 4207.247951520412 4189.156065044981 25 TARGET 1 100 100 1.0 0.001 50 364 -88 4204.533675376815 4195.37646484375 25 TARGET 1 100 100 1.0 0.001 50 364 -89 4210.540433222196 4191.574832800663 25 TARGET 1 100 100 1.0 0.001 50 364 -90 4205.1201821272625 4180.434067234848 25 TARGET 1 100 100 1.0 0.001 50 364 -91 4196.954487090961 4207.707941228693 25 TARGET 1 100 100 1.0 0.001 50 364 -92 4197.2711498119215 4185.83037405303 25 TARGET 1 100 100 1.0 0.001 50 364 -93 4196.951483010443 4192.982754794034 25 TARGET 1 100 100 1.0 0.001 50 364 -94 4202.089816212253 4196.724601976799 25 TARGET 1 100 100 1.0 0.001 50 364 -95 4198.442107024016 4189.973366477273 25 TARGET 1 100 100 1.0 0.001 50 364 -96 4204.658914585306 4204.063299005682 25 TARGET 1 100 100 1.0 0.001 50 364 -97 4198.765659935948 4183.78398733428 25 TARGET 1 100 100 1.0 0.001 50 364 -98 4196.310707991372 4196.70370945786 25 TARGET 1 100 100 1.0 0.001 50 364 -99 4196.10335861874 4194.875569661458 25 TARGET 1 100 100 1.0 0.001 50 364 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_25bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_25bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index b52d41a35..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_25bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5278.929538713963 8697.762354995266 25 TARGET 1 50 100 0.5 0.001 50 8132 -1 4850.289514612268 5852.033432469223 25 TARGET 1 50 100 0.5 0.001 50 8132 -2 4665.745864405777 6702.027033025568 25 TARGET 1 50 100 0.5 0.001 50 8132 -3 4575.967159386837 5318.832748875473 25 TARGET 1 50 100 0.5 0.001 50 8132 -4 4532.717385442971 4773.742801550663 25 TARGET 1 50 100 0.5 0.001 50 8132 -5 4488.995535596854 4690.384232954545 25 TARGET 1 50 100 0.5 0.001 50 8132 -6 4460.299512869581 4549.614213423295 25 TARGET 1 50 100 0.5 0.001 50 8132 -7 4453.898412017308 4581.156338778409 25 TARGET 1 50 100 0.5 0.001 50 8132 -8 4427.875302504209 4534.479625355114 25 TARGET 1 50 100 0.5 0.001 50 8132 -9 4424.96931308528 4445.318618312027 25 TARGET 1 50 100 0.5 0.001 50 8132 -10 4404.145006378893 4491.671749230587 25 TARGET 1 50 100 0.5 0.001 50 8132 -11 4396.162326388889 4418.792990944602 25 TARGET 1 50 100 0.5 0.001 50 8132 -12 4386.113212200126 4465.003780480587 25 TARGET 1 50 100 0.5 0.001 50 8132 -13 4380.936805391151 4416.509706439394 25 TARGET 1 50 100 0.5 0.001 50 8132 -14 4383.2531976667715 4412.571252071496 25 TARGET 1 50 100 0.5 0.001 50 8132 -15 4369.947081492003 4358.184481534091 25 TARGET 1 50 100 0.5 0.001 50 8132 -16 4369.101695667614 4363.848233309659 25 TARGET 1 50 100 0.5 0.001 50 8132 -17 4353.202870173085 4343.090805516098 25 TARGET 1 50 100 0.5 0.001 50 8132 -18 4353.735999316077 4379.412427497633 25 TARGET 1 50 100 0.5 0.001 50 8132 -19 4343.026161681923 4339.579745205966 25 TARGET 1 50 100 0.5 0.001 50 8132 -20 4358.527717770149 4338.493215849905 25 TARGET 1 50 100 0.5 0.001 50 8132 -21 4336.606432982166 4335.159727154356 25 TARGET 1 50 100 0.5 0.001 50 8132 -22 4342.5842638625845 4313.95742335464 25 TARGET 1 50 100 0.5 0.001 50 8132 -23 4332.861691458859 4370.171468098958 25 TARGET 1 50 100 0.5 0.001 50 8132 -24 4332.260263770518 4326.117527817235 25 TARGET 1 50 100 0.5 0.001 50 8132 -25 4320.602316294455 4321.871049360795 25 TARGET 1 50 100 0.5 0.001 50 8132 -26 4313.907869383944 4333.460286458333 25 TARGET 1 50 100 0.5 0.001 50 8132 -27 4300.5636894662775 4315.321718158144 25 TARGET 1 50 100 0.5 0.001 50 8132 -28 4307.125310724432 4287.098373875473 25 TARGET 1 50 100 0.5 0.001 50 8132 -29 4306.765655414825 4298.277306758996 25 TARGET 1 50 100 0.5 0.001 50 8132 -30 4307.942168264678 4333.214496034564 25 TARGET 1 50 100 0.5 0.001 50 8132 -31 4299.328596840804 4294.411391749527 25 TARGET 1 50 100 0.5 0.001 50 8132 -32 4291.198271780303 4294.979307232481 25 TARGET 1 50 100 0.5 0.001 50 8132 -33 4291.609265671033 4306.079900568182 25 TARGET 1 50 100 0.5 0.001 50 8132 -34 4279.5692414049345 4346.936286695076 25 TARGET 1 50 100 0.5 0.001 50 8132 -35 4276.800220630787 4291.000429095644 25 TARGET 1 50 100 0.5 0.001 50 8132 -36 4286.940413658065 4291.604521780303 25 TARGET 1 50 100 0.5 0.001 50 8132 -37 4281.528401692708 4329.431174538352 25 TARGET 1 50 100 0.5 0.001 50 8132 -38 4277.788991806082 4302.56464547822 25 TARGET 1 50 100 0.5 0.001 50 8132 -39 4266.33846110848 4285.106985381155 25 TARGET 1 50 100 0.5 0.001 50 8132 -40 4270.6803845749155 4263.147105823864 25 TARGET 1 50 100 0.5 0.001 50 8132 -41 4276.009091566709 4269.02236476089 25 TARGET 1 50 100 0.5 0.001 50 8132 -42 4258.990275476115 4266.424523555871 25 TARGET 1 50 100 0.5 0.001 50 8132 -43 4263.941051958386 4270.836928858902 25 TARGET 1 50 100 0.5 0.001 50 8132 -44 4260.852082429109 4266.237445253314 25 TARGET 1 50 100 0.5 0.001 50 8132 -45 4258.001086302478 4273.376612807765 25 TARGET 1 50 100 0.5 0.001 50 8132 -46 4255.651603107902 4269.988540187027 25 TARGET 1 50 100 0.5 0.001 50 8132 -47 4266.026953289404 4277.867660984848 25 TARGET 1 50 100 0.5 0.001 50 8132 -48 4253.437198317813 4300.934599905303 25 TARGET 1 50 100 0.5 0.001 50 8132 -49 4249.287043613215 4244.703879616477 25 TARGET 1 50 100 0.5 0.001 50 8132 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_25bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_25bs_50e_0k_TARGET.tsv deleted file mode 100644 index e0bfd05d0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_25bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5298.897368048979 10934.078968394886 25 TARGET 1 50 100 0.0 0.001 50 1331 -1 4873.091509167193 6805.407781427557 25 TARGET 1 50 100 0.0 0.001 50 1331 -2 4699.8520565354065 5744.818588719223 25 TARGET 1 50 100 0.0 0.001 50 1331 -3 4602.265407986111 5201.676284327652 25 TARGET 1 50 100 0.0 0.001 50 1331 -4 4534.357809047507 5017.369177616004 25 TARGET 1 50 100 0.0 0.001 50 1331 -5 4483.707168527725 4833.125066583807 25 TARGET 1 50 100 0.0 0.001 50 1331 -6 4470.466424498895 4641.083821614583 25 TARGET 1 50 100 0.0 0.001 50 1331 -7 4471.026779842698 4607.922052556818 25 TARGET 1 50 100 0.0 0.001 50 1331 -8 4431.8406000105215 4582.345636541193 25 TARGET 1 50 100 0.0 0.001 50 1331 -9 4419.869341198443 4507.435546875 25 TARGET 1 50 100 0.0 0.001 50 1331 -10 4412.200534807713 4475.734019886364 25 TARGET 1 50 100 0.0 0.001 50 1331 -11 4399.956713127367 4515.14970999053 25 TARGET 1 50 100 0.0 0.001 50 1331 -12 4379.399548874158 4517.708821614583 25 TARGET 1 50 100 0.0 0.001 50 1331 -13 4377.991681134259 4508.510364879261 25 TARGET 1 50 100 0.0 0.001 50 1331 -14 4376.540085095749 4446.245857007576 25 TARGET 1 50 100 0.0 0.001 50 1331 -15 4361.400858355692 4424.052238695549 25 TARGET 1 50 100 0.0 0.001 50 1331 -16 4362.329754248211 4418.118445194129 25 TARGET 1 50 100 0.0 0.001 50 1331 -17 4354.5135814525465 4415.584849964489 25 TARGET 1 50 100 0.0 0.001 50 1331 -18 4348.353253399884 4386.386363636364 25 TARGET 1 50 100 0.0 0.001 50 1331 -19 4337.612028488005 4394.869000059186 25 TARGET 1 50 100 0.0 0.001 50 1331 -20 4337.745730416141 4398.85429243608 25 TARGET 1 50 100 0.0 0.001 50 1331 -21 4349.5525551741375 4398.93779592803 25 TARGET 1 50 100 0.0 0.001 50 1331 -22 4328.541457050978 4409.58954782197 25 TARGET 1 50 100 0.0 0.001 50 1331 -23 4317.58333908749 4385.279925722064 25 TARGET 1 50 100 0.0 0.001 50 1331 -24 4318.629414259785 4425.317922881155 25 TARGET 1 50 100 0.0 0.001 50 1331 -25 4316.120012790667 4370.933194247159 25 TARGET 1 50 100 0.0 0.001 50 1331 -26 4308.164089626736 4407.288981119792 25 TARGET 1 50 100 0.0 0.001 50 1331 -27 4303.569083576652 4358.554273200758 25 TARGET 1 50 100 0.0 0.001 50 1331 -28 4294.390142061895 4362.376509232955 25 TARGET 1 50 100 0.0 0.001 50 1331 -29 4294.73641361532 4365.250369910038 25 TARGET 1 50 100 0.0 0.001 50 1331 -30 4296.209295099432 4369.860137014678 25 TARGET 1 50 100 0.0 0.001 50 1331 -31 4294.724698975431 4364.70751953125 25 TARGET 1 50 100 0.0 0.001 50 1331 -32 4290.703132809212 4368.759987571023 25 TARGET 1 50 100 0.0 0.001 50 1331 -33 4280.799013902041 4358.31367631392 25 TARGET 1 50 100 0.0 0.001 50 1331 -34 4279.151663937552 4354.771839488636 25 TARGET 1 50 100 0.0 0.001 50 1331 -35 4282.830553253893 4357.348551432292 25 TARGET 1 50 100 0.0 0.001 50 1331 -36 4277.343747533933 4345.139981356534 25 TARGET 1 50 100 0.0 0.001 50 1331 -37 4272.96979807844 4346.677157315341 25 TARGET 1 50 100 0.0 0.001 50 1331 -38 4265.303930417455 4328.296948982008 25 TARGET 1 50 100 0.0 0.001 50 1331 -39 4262.275448166562 4364.489797881155 25 TARGET 1 50 100 0.0 0.001 50 1331 -40 4256.557577730429 4333.866972952178 25 TARGET 1 50 100 0.0 0.001 50 1331 -41 4259.152516785695 4328.762081261837 25 TARGET 1 50 100 0.0 0.001 50 1331 -42 4251.201212976115 4334.378943241004 25 TARGET 1 50 100 0.0 0.001 50 1331 -43 4250.859794231376 4346.537671638258 25 TARGET 1 50 100 0.0 0.001 50 1331 -44 4250.105420250684 4353.407544685133 25 TARGET 1 50 100 0.0 0.001 50 1331 -45 4251.926025390625 4319.558830492424 25 TARGET 1 50 100 0.0 0.001 50 1331 -46 4246.401976306029 4336.024791370739 25 TARGET 1 50 100 0.0 0.001 50 1331 -47 4247.347646385732 4343.050352154356 25 TARGET 1 50 100 0.0 0.001 50 1331 -48 4251.750448002157 4342.92167524858 25 TARGET 1 50 100 0.0 0.001 50 1331 -49 4240.039331712305 4323.847315932765 25 TARGET 1 50 100 0.0 0.001 50 1331 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_25bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_25bs_50e_1k_TARGET.tsv deleted file mode 100644 index 78106053d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_25bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5265.678576947864 10173.632486979166 25 TARGET 1 50 100 1.0 0.001 50 6516 -1 4840.333422111742 9526.433149857954 25 TARGET 1 50 100 1.0 0.001 50 6516 -2 4662.365887060711 5691.097330729167 25 TARGET 1 50 100 1.0 0.001 50 6516 -3 4568.10822005866 5374.710663766572 25 TARGET 1 50 100 1.0 0.001 50 6516 -4 4538.609961923927 5093.531716086648 25 TARGET 1 50 100 1.0 0.001 50 6516 -5 4486.608469131418 4730.413662997159 25 TARGET 1 50 100 1.0 0.001 50 6516 -6 4470.259403113163 4554.67197117661 25 TARGET 1 50 100 1.0 0.001 50 6516 -7 4432.514860519255 4559.852650035511 25 TARGET 1 50 100 1.0 0.001 50 6516 -8 4437.630019268203 4555.675929214015 25 TARGET 1 50 100 1.0 0.001 50 6516 -9 4413.688282565236 4549.874474727746 25 TARGET 1 50 100 1.0 0.001 50 6516 -10 4417.73710493608 4518.533876361269 25 TARGET 1 50 100 1.0 0.001 50 6516 -11 4394.758034446023 4480.195171934186 25 TARGET 1 50 100 1.0 0.001 50 6516 -12 4396.729134607796 4482.095281427557 25 TARGET 1 50 100 1.0 0.001 50 6516 -13 4385.664203065814 4440.257102272727 25 TARGET 1 50 100 1.0 0.001 50 6516 -14 4373.261397339278 4452.635475852273 25 TARGET 1 50 100 1.0 0.001 50 6516 -15 4372.95667120423 4551.362090139678 25 TARGET 1 50 100 1.0 0.001 50 6516 -16 4369.928526804503 4473.47079930161 25 TARGET 1 50 100 1.0 0.001 50 6516 -17 4363.558634029093 4417.915764086174 25 TARGET 1 50 100 1.0 0.001 50 6516 -18 4343.965429029882 4423.470732717803 25 TARGET 1 50 100 1.0 0.001 50 6516 -19 4350.953073212595 4392.113207267992 25 TARGET 1 50 100 1.0 0.001 50 6516 -20 4354.0509012652565 4396.358701763731 25 TARGET 1 50 100 1.0 0.001 50 6516 -21 4331.962806778724 4351.257634943182 25 TARGET 1 50 100 1.0 0.001 50 6516 -22 4326.512306495949 4433.733435428504 25 TARGET 1 50 100 1.0 0.001 50 6516 -23 4327.709721729009 4433.472796815814 25 TARGET 1 50 100 1.0 0.001 50 6516 -24 4318.762329512574 4359.476451526989 25 TARGET 1 50 100 1.0 0.001 50 6516 -25 4316.789780947496 4357.37910600142 25 TARGET 1 50 100 1.0 0.001 50 6516 -26 4308.717153632681 4355.765410452178 25 TARGET 1 50 100 1.0 0.001 50 6516 -27 4307.87665390888 4337.937855113636 25 TARGET 1 50 100 1.0 0.001 50 6516 -28 4313.220479534933 4345.733657374527 25 TARGET 1 50 100 1.0 0.001 50 6516 -29 4308.82969670665 4330.632435191761 25 TARGET 1 50 100 1.0 0.001 50 6516 -30 4292.392731021149 4342.590805516098 25 TARGET 1 50 100 1.0 0.001 50 6516 -31 4294.145267781986 4320.335471413352 25 TARGET 1 50 100 1.0 0.001 50 6516 -32 4287.853705512152 4434.907544685133 25 TARGET 1 50 100 1.0 0.001 50 6516 -33 4291.962264244003 4353.575217507102 25 TARGET 1 50 100 1.0 0.001 50 6516 -34 4277.861787635469 4307.781797466856 25 TARGET 1 50 100 1.0 0.001 50 6516 -35 4275.730352844855 4325.917524857955 25 TARGET 1 50 100 1.0 0.001 50 6516 -36 4278.0417665423765 4316.323663884943 25 TARGET 1 50 100 1.0 0.001 50 6516 -37 4270.0672759496 4313.957290187027 25 TARGET 1 50 100 1.0 0.001 50 6516 -38 4276.639058225484 4305.175174597538 25 TARGET 1 50 100 1.0 0.001 50 6516 -39 4259.79899581755 4328.050477923769 25 TARGET 1 50 100 1.0 0.001 50 6516 -40 4258.565302274043 4297.697598544034 25 TARGET 1 50 100 1.0 0.001 50 6516 -41 4260.754944464173 4313.729987866951 25 TARGET 1 50 100 1.0 0.001 50 6516 -42 4257.032412750553 4327.598151929451 25 TARGET 1 50 100 1.0 0.001 50 6516 -43 4258.158559882681 4307.263612689394 25 TARGET 1 50 100 1.0 0.001 50 6516 -44 4255.578781795823 4299.316938920455 25 TARGET 1 50 100 1.0 0.001 50 6516 -45 4251.438987860374 4302.405391808712 25 TARGET 1 50 100 1.0 0.001 50 6516 -46 4248.346498842592 4288.813210227273 25 TARGET 1 50 100 1.0 0.001 50 6516 -47 4255.2211971604065 4304.061486446496 25 TARGET 1 50 100 1.0 0.001 50 6516 -48 4248.444368818392 4295.995531486742 25 TARGET 1 50 100 1.0 0.001 50 6516 -49 4247.85307008891 4292.668220288826 25 TARGET 1 50 100 1.0 0.001 50 6516 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_50bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_50bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index e9c9e90f0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_50bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5404.77715139678 12065.623875473484 50 TARGET 1 100 100 0.5 0.001 50 9349 -1 5074.088707715173 10258.303355823864 50 TARGET 1 100 100 0.5 0.001 50 9349 -2 4855.732194996844 7099.269856770833 50 TARGET 1 100 100 0.5 0.001 50 9349 -3 4729.071137810396 8838.305989583334 50 TARGET 1 100 100 0.5 0.001 50 9349 -4 4645.631865530303 8603.013671875 50 TARGET 1 100 100 0.5 0.001 50 9349 -5 4582.112677885627 8038.056492660985 50 TARGET 1 100 100 0.5 0.001 50 9349 -6 4568.768388638994 5453.451778527462 50 TARGET 1 100 100 0.5 0.001 50 9349 -7 4523.115993923611 5389.008064038826 50 TARGET 1 100 100 0.5 0.001 50 9349 -8 4513.692139493897 5026.816938920455 50 TARGET 1 100 100 0.5 0.001 50 9349 -9 4480.585735282512 4835.647564512311 50 TARGET 1 100 100 0.5 0.001 50 9349 -10 4476.421820746527 4649.610854640152 50 TARGET 1 100 100 0.5 0.001 50 9349 -11 4453.348473340173 4651.679287997159 50 TARGET 1 100 100 0.5 0.001 50 9349 -12 4441.4994804819025 4597.517178622159 50 TARGET 1 100 100 0.5 0.001 50 9349 -13 4430.391243160774 4578.013020833333 50 TARGET 1 100 100 0.5 0.001 50 9349 -14 4428.191228693182 4487.885342684659 50 TARGET 1 100 100 0.5 0.001 50 9349 -15 4412.95234079072 4457.403912168561 50 TARGET 1 100 100 0.5 0.001 50 9349 -16 4401.273790969592 4465.828228574811 50 TARGET 1 100 100 0.5 0.001 50 9349 -17 4391.555534182976 4470.30712890625 50 TARGET 1 100 100 0.5 0.001 50 9349 -18 4389.672115030514 4484.955714370265 50 TARGET 1 100 100 0.5 0.001 50 9349 -19 4380.997542153304 4434.661606297348 50 TARGET 1 100 100 0.5 0.001 50 9349 -20 4382.117531105324 4432.250547466856 50 TARGET 1 100 100 0.5 0.001 50 9349 -21 4371.309012981376 4410.598603219697 50 TARGET 1 100 100 0.5 0.001 50 9349 -22 4362.825239701705 4432.399088541667 50 TARGET 1 100 100 0.5 0.001 50 9349 -23 4362.620970446654 4390.687751538826 50 TARGET 1 100 100 0.5 0.001 50 9349 -24 4363.081610374579 4402.230883049242 50 TARGET 1 100 100 0.5 0.001 50 9349 -25 4355.075691813973 4408.368667140152 50 TARGET 1 100 100 0.5 0.001 50 9349 -26 4352.670783354377 4385.310014204545 50 TARGET 1 100 100 0.5 0.001 50 9349 -27 4348.688396004314 4385.018643465909 50 TARGET 1 100 100 0.5 0.001 50 9349 -28 4351.146564933186 4353.700861150568 50 TARGET 1 100 100 0.5 0.001 50 9349 -29 4336.77863761311 4363.631244081439 50 TARGET 1 100 100 0.5 0.001 50 9349 -30 4337.676279395518 4360.150065104167 50 TARGET 1 100 100 0.5 0.001 50 9349 -31 4343.495542995055 4401.855483546402 50 TARGET 1 100 100 0.5 0.001 50 9349 -32 4330.564610953283 4373.397091027462 50 TARGET 1 100 100 0.5 0.001 50 9349 -33 4328.149739583333 4352.124837239583 50 TARGET 1 100 100 0.5 0.001 50 9349 -34 4316.605113636364 4340.846354166667 50 TARGET 1 100 100 0.5 0.001 50 9349 -35 4322.941176083754 4349.546490293561 50 TARGET 1 100 100 0.5 0.001 50 9349 -36 4315.938379563868 4339.655480587121 50 TARGET 1 100 100 0.5 0.001 50 9349 -37 4305.536951546717 4327.006199692235 50 TARGET 1 100 100 0.5 0.001 50 9349 -38 4308.064827967171 4353.885697798295 50 TARGET 1 100 100 0.5 0.001 50 9349 -39 4303.8841096512 4347.649724786932 50 TARGET 1 100 100 0.5 0.001 50 9349 -40 4309.077204335017 4322.547866358902 50 TARGET 1 100 100 0.5 0.001 50 9349 -41 4301.240216290509 4322.270419034091 50 TARGET 1 100 100 0.5 0.001 50 9349 -42 4295.492279566498 4322.762798887311 50 TARGET 1 100 100 0.5 0.001 50 9349 -43 4292.171302872474 4328.855809067235 50 TARGET 1 100 100 0.5 0.001 50 9349 -44 4295.748457886153 4324.207549124053 50 TARGET 1 100 100 0.5 0.001 50 9349 -45 4292.064998947812 4333.782966382576 50 TARGET 1 100 100 0.5 0.001 50 9349 -46 4281.108140322496 4321.472523082386 50 TARGET 1 100 100 0.5 0.001 50 9349 -47 4282.480098839962 4307.325136126894 50 TARGET 1 100 100 0.5 0.001 50 9349 -48 4278.412212949811 4317.385150331439 50 TARGET 1 100 100 0.5 0.001 50 9349 -49 4286.597772977168 4308.184969815341 50 TARGET 1 100 100 0.5 0.001 50 9349 -50 4278.236196601431 4311.928281841856 50 TARGET 1 100 100 0.5 0.001 50 9349 -51 4278.0344180739685 4298.126879142992 50 TARGET 1 100 100 0.5 0.001 50 9349 -52 4279.852989530724 4296.170780066288 50 TARGET 1 100 100 0.5 0.001 50 9349 -53 4273.053748750526 4282.682099313447 50 TARGET 1 100 100 0.5 0.001 50 9349 -54 4268.327197758838 4294.759499289773 50 TARGET 1 100 100 0.5 0.001 50 9349 -55 4272.6837006129 4319.151885061553 50 TARGET 1 100 100 0.5 0.001 50 9349 -56 4265.455196496212 4277.469105113636 50 TARGET 1 100 100 0.5 0.001 50 9349 -57 4264.816938920455 4295.151929450758 50 TARGET 1 100 100 0.5 0.001 50 9349 -58 4272.6908900199915 4280.553829308712 50 TARGET 1 100 100 0.5 0.001 50 9349 -59 4260.602557146991 4305.616817589962 50 TARGET 1 100 100 0.5 0.001 50 9349 -60 4260.803975628683 4304.184037642045 50 TARGET 1 100 100 0.5 0.001 50 9349 -61 4262.457499802715 4271.849668560606 50 TARGET 1 100 100 0.5 0.001 50 9349 -62 4253.069605560817 4286.408484256629 50 TARGET 1 100 100 0.5 0.001 50 9349 -63 4261.546710595539 4284.784697561553 50 TARGET 1 100 100 0.5 0.001 50 9349 -64 4255.8005905408245 4278.573493726326 50 TARGET 1 100 100 0.5 0.001 50 9349 -65 4256.976631549874 4267.963482481061 50 TARGET 1 100 100 0.5 0.001 50 9349 -66 4255.405531552504 4301.66913766572 50 TARGET 1 100 100 0.5 0.001 50 9349 -67 4250.178748750526 4263.158543442235 50 TARGET 1 100 100 0.5 0.001 50 9349 -68 4250.722981770833 4271.687174479167 50 TARGET 1 100 100 0.5 0.001 50 9349 -69 4253.98299564657 4278.161399147727 50 TARGET 1 100 100 0.5 0.001 50 9349 -70 4244.906984887942 4285.004438920455 50 TARGET 1 100 100 0.5 0.001 50 9349 -71 4246.112363873106 4269.29804391572 50 TARGET 1 100 100 0.5 0.001 50 9349 -72 4241.534381904988 4292.862289891098 50 TARGET 1 100 100 0.5 0.001 50 9349 -73 4243.252875434027 4293.750739820076 50 TARGET 1 100 100 0.5 0.001 50 9349 -74 4243.262019610164 4274.887059067235 50 TARGET 1 100 100 0.5 0.001 50 9349 -75 4244.341915246212 4273.61113577178 50 TARGET 1 100 100 0.5 0.001 50 9349 -76 4235.286302149095 4276.749881628788 50 TARGET 1 100 100 0.5 0.001 50 9349 -77 4237.4654520465065 4270.206972064394 50 TARGET 1 100 100 0.5 0.001 50 9349 -78 4238.789833556923 4259.251524029356 50 TARGET 1 100 100 0.5 0.001 50 9349 -79 4239.397084451283 4260.730912642045 50 TARGET 1 100 100 0.5 0.001 50 9349 -80 4233.604954164036 4246.461899266098 50 TARGET 1 100 100 0.5 0.001 50 9349 -81 4234.094230061027 4245.453213778409 50 TARGET 1 100 100 0.5 0.001 50 9349 -82 4231.757427793561 4259.25371389678 50 TARGET 1 100 100 0.5 0.001 50 9349 -83 4230.456598866267 4243.937736742424 50 TARGET 1 100 100 0.5 0.001 50 9349 -84 4231.691396385732 4270.81963186553 50 TARGET 1 100 100 0.5 0.001 50 9349 -85 4230.5591724537035 4251.300529711174 50 TARGET 1 100 100 0.5 0.001 50 9349 -86 4229.1602170796505 4266.818921638258 50 TARGET 1 100 100 0.5 0.001 50 9349 -87 4230.746014835859 4257.710375236742 50 TARGET 1 100 100 0.5 0.001 50 9349 -88 4228.859325678662 4265.57861328125 50 TARGET 1 100 100 0.5 0.001 50 9349 -89 4226.165578309133 4252.003965435606 50 TARGET 1 100 100 0.5 0.001 50 9349 -90 4223.278892440026 4246.24560546875 50 TARGET 1 100 100 0.5 0.001 50 9349 -91 4221.461946943392 4252.349269057765 50 TARGET 1 100 100 0.5 0.001 50 9349 -92 4224.284470683397 4271.957282788826 50 TARGET 1 100 100 0.5 0.001 50 9349 -93 4215.516419073548 4270.909919507576 50 TARGET 1 100 100 0.5 0.001 50 9349 -94 4215.4914608322815 4261.865145596591 50 TARGET 1 100 100 0.5 0.001 50 9349 -95 4213.519513165509 4241.92499704072 50 TARGET 1 100 100 0.5 0.001 50 9349 -96 4215.474724458123 4259.995561079545 50 TARGET 1 100 100 0.5 0.001 50 9349 -97 4212.197250828598 4271.378728693182 50 TARGET 1 100 100 0.5 0.001 50 9349 -98 4216.842308172874 4260.678799715909 50 TARGET 1 100 100 0.5 0.001 50 9349 -99 4209.48186947601 4260.283661813447 50 TARGET 1 100 100 0.5 0.001 50 9349 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_50bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_50bs_100e_0k_TARGET.tsv deleted file mode 100644 index 521440e30..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_50bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5412.5373231008 10137.596176609848 50 TARGET 1 100 100 0.0 0.001 50 7711 -1 5095.050777961911 9888.019472064394 50 TARGET 1 100 100 0.0 0.001 50 7711 -2 4882.928941103746 7282.154282078598 50 TARGET 1 100 100 0.0 0.001 50 7711 -3 4753.501157407408 5943.138509114583 50 TARGET 1 100 100 0.0 0.001 50 7711 -4 4661.565396806608 5788.102968158144 50 TARGET 1 100 100 0.0 0.001 50 7711 -5 4613.230432581018 5216.295942826705 50 TARGET 1 100 100 0.0 0.001 50 7711 -6 4570.155618686868 5182.845791903409 50 TARGET 1 100 100 0.0 0.001 50 7711 -7 4537.858263625842 4843.558149857955 50 TARGET 1 100 100 0.0 0.001 50 7711 -8 4508.703730008418 4633.31640625 50 TARGET 1 100 100 0.0 0.001 50 7711 -9 4486.123191550926 4756.579086766098 50 TARGET 1 100 100 0.0 0.001 50 7711 -10 4471.812866621949 4613.336351799242 50 TARGET 1 100 100 0.0 0.001 50 7711 -11 4461.501132746738 4612.295750473485 50 TARGET 1 100 100 0.0 0.001 50 7711 -12 4446.129175873317 4572.835123697917 50 TARGET 1 100 100 0.0 0.001 50 7711 -13 4438.372086752946 4502.488680752841 50 TARGET 1 100 100 0.0 0.001 50 7711 -14 4420.678469262942 4407.631303267045 50 TARGET 1 100 100 0.0 0.001 50 7711 -15 4418.230435869108 4434.16064453125 50 TARGET 1 100 100 0.0 0.001 50 7711 -16 4422.17597360322 4422.246345288826 50 TARGET 1 100 100 0.0 0.001 50 7711 -17 4412.833020964857 4428.386940696023 50 TARGET 1 100 100 0.0 0.001 50 7711 -18 4412.566458859427 4371.970259232955 50 TARGET 1 100 100 0.0 0.001 50 7711 -19 4386.298155710753 4398.144945549242 50 TARGET 1 100 100 0.0 0.001 50 7711 -20 4391.373383904146 4437.242172703598 50 TARGET 1 100 100 0.0 0.001 50 7711 -21 4381.565756852378 4421.032877604167 50 TARGET 1 100 100 0.0 0.001 50 7711 -22 4372.15924380524 4409.121892755682 50 TARGET 1 100 100 0.0 0.001 50 7711 -23 4381.889197969276 4369.41034860322 50 TARGET 1 100 100 0.0 0.001 50 7711 -24 4360.437863333859 4345.522179805871 50 TARGET 1 100 100 0.0 0.001 50 7711 -25 4362.776523371738 4352.194276751894 50 TARGET 1 100 100 0.0 0.001 50 7711 -26 4348.736280447706 4344.633552320076 50 TARGET 1 100 100 0.0 0.001 50 7711 -27 4356.574652777777 4367.760890151515 50 TARGET 1 100 100 0.0 0.001 50 7711 -28 4343.37415167298 4334.14208984375 50 TARGET 1 100 100 0.0 0.001 50 7711 -29 4350.380004471801 4308.421608664773 50 TARGET 1 100 100 0.0 0.001 50 7711 -30 4336.518071338384 4304.827385179924 50 TARGET 1 100 100 0.0 0.001 50 7711 -31 4350.362646648779 4275.720555160985 50 TARGET 1 100 100 0.0 0.001 50 7711 -32 4336.9139128919405 4288.276544744318 50 TARGET 1 100 100 0.0 0.001 50 7711 -33 4330.581255260943 4283.701763731061 50 TARGET 1 100 100 0.0 0.001 50 7711 -34 4324.073352338489 4270.989420572917 50 TARGET 1 100 100 0.0 0.001 50 7711 -35 4331.74432969013 4264.748401988636 50 TARGET 1 100 100 0.0 0.001 50 7711 -36 4330.913131970749 4270.152979995265 50 TARGET 1 100 100 0.0 0.001 50 7711 -37 4321.270065564499 4270.278764204545 50 TARGET 1 100 100 0.0 0.001 50 7711 -38 4318.208788733691 4259.711795691288 50 TARGET 1 100 100 0.0 0.001 50 7711 -39 4315.39938940183 4265.622188683712 50 TARGET 1 100 100 0.0 0.001 50 7711 -40 4310.4327963883625 4273.334783380682 50 TARGET 1 100 100 0.0 0.001 50 7711 -41 4303.824108599011 4274.798428622159 50 TARGET 1 100 100 0.0 0.001 50 7711 -42 4298.796587292193 4268.683638139205 50 TARGET 1 100 100 0.0 0.001 50 7711 -43 4312.936428082912 4264.617705374053 50 TARGET 1 100 100 0.0 0.001 50 7711 -44 4300.958448416456 4272.2353515625 50 TARGET 1 100 100 0.0 0.001 50 7711 -45 4300.305810382471 4236.978781960227 50 TARGET 1 100 100 0.0 0.001 50 7711 -46 4301.5644843618475 4259.736550071023 50 TARGET 1 100 100 0.0 0.001 50 7711 -47 4290.788072785143 4248.129616477273 50 TARGET 1 100 100 0.0 0.001 50 7711 -48 4298.692417337437 4282.930442116477 50 TARGET 1 100 100 0.0 0.001 50 7711 -49 4291.230712068603 4242.983709161932 50 TARGET 1 100 100 0.0 0.001 50 7711 -50 4290.824319036721 4225.456099076705 50 TARGET 1 100 100 0.0 0.001 50 7711 -51 4290.153251262626 4254.465864701705 50 TARGET 1 100 100 0.0 0.001 50 7711 -52 4281.857816445707 4251.851458925189 50 TARGET 1 100 100 0.0 0.001 50 7711 -53 4280.9424732349535 4259.785555752841 50 TARGET 1 100 100 0.0 0.001 50 7711 -54 4275.313351615109 4235.774399266098 50 TARGET 1 100 100 0.0 0.001 50 7711 -55 4282.111535274621 4256.315400094697 50 TARGET 1 100 100 0.0 0.001 50 7711 -56 4277.641340159406 4249.743371212121 50 TARGET 1 100 100 0.0 0.001 50 7711 -57 4271.944294836385 4230.010860558712 50 TARGET 1 100 100 0.0 0.001 50 7711 -58 4265.276677911932 4233.044359611742 50 TARGET 1 100 100 0.0 0.001 50 7711 -59 4264.886848629524 4217.328746448864 50 TARGET 1 100 100 0.0 0.001 50 7711 -60 4263.448261916035 4239.121448863636 50 TARGET 1 100 100 0.0 0.001 50 7711 -61 4263.28182377157 4247.694498697917 50 TARGET 1 100 100 0.0 0.001 50 7711 -62 4266.72380050505 4240.051550662879 50 TARGET 1 100 100 0.0 0.001 50 7711 -63 4265.622206768203 4231.524325284091 50 TARGET 1 100 100 0.0 0.001 50 7711 -64 4259.057442918771 4210.488488399621 50 TARGET 1 100 100 0.0 0.001 50 7711 -65 4262.6221771754 4234.389781605114 50 TARGET 1 100 100 0.0 0.001 50 7711 -66 4257.25605172822 4187.37519235322 50 TARGET 1 100 100 0.0 0.001 50 7711 -67 4263.939098011364 4214.95527047822 50 TARGET 1 100 100 0.0 0.001 50 7711 -68 4250.535503143414 4218.270389441288 50 TARGET 1 100 100 0.0 0.001 50 7711 -69 4252.681086581965 4224.501745975379 50 TARGET 1 100 100 0.0 0.001 50 7711 -70 4245.597365254103 4212.518332741477 50 TARGET 1 100 100 0.0 0.001 50 7711 -71 4249.253980232008 4203.978367660985 50 TARGET 1 100 100 0.0 0.001 50 7711 -72 4246.608574350274 4195.473973129735 50 TARGET 1 100 100 0.0 0.001 50 7711 -73 4246.491370409827 4217.777018229167 50 TARGET 1 100 100 0.0 0.001 50 7711 -74 4245.940848918876 4208.041193181818 50 TARGET 1 100 100 0.0 0.001 50 7711 -75 4246.338743884154 4197.023052793561 50 TARGET 1 100 100 0.0 0.001 50 7711 -76 4241.05007924295 4194.617157907197 50 TARGET 1 100 100 0.0 0.001 50 7711 -77 4239.62589436027 4225.066554214015 50 TARGET 1 100 100 0.0 0.001 50 7711 -78 4238.080655184659 4216.678592566288 50 TARGET 1 100 100 0.0 0.001 50 7711 -79 4238.84270931976 4201.454530658144 50 TARGET 1 100 100 0.0 0.001 50 7711 -80 4241.895428898359 4204.486993963068 50 TARGET 1 100 100 0.0 0.001 50 7711 -81 4235.722268255471 4195.06181936553 50 TARGET 1 100 100 0.0 0.001 50 7711 -82 4238.7699882944025 4201.012547348485 50 TARGET 1 100 100 0.0 0.001 50 7711 -83 4228.902245107323 4191.112186316288 50 TARGET 1 100 100 0.0 0.001 50 7711 -84 4232.8787566419405 4189.517223011364 50 TARGET 1 100 100 0.0 0.001 50 7711 -85 4238.660945391414 4205.410999644886 50 TARGET 1 100 100 0.0 0.001 50 7711 -86 4231.790644070918 4192.150420217803 50 TARGET 1 100 100 0.0 0.001 50 7711 -87 4235.659727154356 4193.39472360322 50 TARGET 1 100 100 0.0 0.001 50 7711 -88 4229.307079584912 4189.682765151515 50 TARGET 1 100 100 0.0 0.001 50 7711 -89 4225.478099681713 4191.944380326705 50 TARGET 1 100 100 0.0 0.001 50 7711 -90 4223.439081570918 4205.21826171875 50 TARGET 1 100 100 0.0 0.001 50 7711 -91 4225.485688591646 4190.879601680871 50 TARGET 1 100 100 0.0 0.001 50 7711 -92 4223.837665390888 4195.478116122159 50 TARGET 1 100 100 0.0 0.001 50 7711 -93 4225.738591974432 4194.174212831439 50 TARGET 1 100 100 0.0 0.001 50 7711 -94 4222.692862873527 4188.190681226326 50 TARGET 1 100 100 0.0 0.001 50 7711 -95 4224.456368700021 4206.098677201705 50 TARGET 1 100 100 0.0 0.001 50 7711 -96 4223.25288694234 4192.982984138258 50 TARGET 1 100 100 0.0 0.001 50 7711 -97 4226.993921967067 4193.969815340909 50 TARGET 1 100 100 0.0 0.001 50 7711 -98 4219.823914601747 4194.296904592803 50 TARGET 1 100 100 0.0 0.001 50 7711 -99 4218.4603883890995 4183.898230350379 50 TARGET 1 100 100 0.0 0.001 50 7711 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_50bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_50bs_100e_1k_TARGET.tsv deleted file mode 100644 index ad1c5af5c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_50bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5410.454152527883 12067.600053267046 50 TARGET 1 100 100 1.0 0.001 50 1016 -1 5074.385737255366 11948.19989938447 50 TARGET 1 100 100 1.0 0.001 50 1016 -2 4846.775237728851 7162.949618252841 50 TARGET 1 100 100 1.0 0.001 50 1016 -3 4743.854017058607 7465.898156368371 50 TARGET 1 100 100 1.0 0.001 50 1016 -4 4655.3686506997055 6249.799375591856 50 TARGET 1 100 100 1.0 0.001 50 1016 -5 4611.704081833965 6512.307439630682 50 TARGET 1 100 100 1.0 0.001 50 1016 -6 4555.839090777567 5379.287050189394 50 TARGET 1 100 100 1.0 0.001 50 1016 -7 4535.37410892782 5151.860691879735 50 TARGET 1 100 100 1.0 0.001 50 1016 -8 4499.944539799032 5146.681359493371 50 TARGET 1 100 100 1.0 0.001 50 1016 -9 4490.13047795665 4993.519738399621 50 TARGET 1 100 100 1.0 0.001 50 1016 -10 4468.951148858376 4953.942057291667 50 TARGET 1 100 100 1.0 0.001 50 1016 -11 4443.672022964015 4786.546697443182 50 TARGET 1 100 100 1.0 0.001 50 1016 -12 4441.598920520307 4585.523097182765 50 TARGET 1 100 100 1.0 0.001 50 1016 -13 4440.892461397832 4463.110514322917 50 TARGET 1 100 100 1.0 0.001 50 1016 -14 4417.354541508838 4437.543738162879 50 TARGET 1 100 100 1.0 0.001 50 1016 -15 4421.712645662353 4455.275153882576 50 TARGET 1 100 100 1.0 0.001 50 1016 -16 4420.088094486532 4407.410245028409 50 TARGET 1 100 100 1.0 0.001 50 1016 -17 4400.671615240951 4383.233575994318 50 TARGET 1 100 100 1.0 0.001 50 1016 -18 4406.580209648569 4417.211854876894 50 TARGET 1 100 100 1.0 0.001 50 1016 -19 4391.394113662668 4414.807410037879 50 TARGET 1 100 100 1.0 0.001 50 1016 -20 4387.212680187289 4409.100452769886 50 TARGET 1 100 100 1.0 0.001 50 1016 -21 4382.718136771359 4406.150864109848 50 TARGET 1 100 100 1.0 0.001 50 1016 -22 4371.601600313026 4362.993075284091 50 TARGET 1 100 100 1.0 0.001 50 1016 -23 4374.870386810817 4382.14716500947 50 TARGET 1 100 100 1.0 0.001 50 1016 -24 4370.524545586069 4369.60517282197 50 TARGET 1 100 100 1.0 0.001 50 1016 -25 4355.454742739899 4369.977080374053 50 TARGET 1 100 100 1.0 0.001 50 1016 -26 4359.951842645202 4342.179761482008 50 TARGET 1 100 100 1.0 0.001 50 1016 -27 4361.379743068708 4353.504305752841 50 TARGET 1 100 100 1.0 0.001 50 1016 -28 4349.236918337016 4336.37841796875 50 TARGET 1 100 100 1.0 0.001 50 1016 -29 4350.127477575232 4328.302127722538 50 TARGET 1 100 100 1.0 0.001 50 1016 -30 4341.7976131760315 4322.390018347538 50 TARGET 1 100 100 1.0 0.001 50 1016 -31 4333.064502446338 4329.232776988636 50 TARGET 1 100 100 1.0 0.001 50 1016 -32 4326.471433080808 4316.046105587121 50 TARGET 1 100 100 1.0 0.001 50 1016 -33 4324.215562197496 4340.758892637311 50 TARGET 1 100 100 1.0 0.001 50 1016 -34 4320.356067182239 4317.785082267992 50 TARGET 1 100 100 1.0 0.001 50 1016 -35 4320.445771188447 4330.662627249053 50 TARGET 1 100 100 1.0 0.001 50 1016 -36 4317.176550662879 4311.221206202652 50 TARGET 1 100 100 1.0 0.001 50 1016 -37 4310.661479705914 4314.592684659091 50 TARGET 1 100 100 1.0 0.001 50 1016 -38 4312.872510916456 4300.706454190341 50 TARGET 1 100 100 1.0 0.001 50 1016 -39 4317.36657098327 4323.886777935606 50 TARGET 1 100 100 1.0 0.001 50 1016 -40 4301.378812539457 4299.300366950758 50 TARGET 1 100 100 1.0 0.001 50 1016 -41 4307.165800255156 4306.734952059659 50 TARGET 1 100 100 1.0 0.001 50 1016 -42 4310.220053727378 4290.946215080492 50 TARGET 1 100 100 1.0 0.001 50 1016 -43 4294.091254340277 4284.681211529356 50 TARGET 1 100 100 1.0 0.001 50 1016 -44 4309.683981744529 4296.718128551136 50 TARGET 1 100 100 1.0 0.001 50 1016 -45 4296.260819457597 4268.772298177083 50 TARGET 1 100 100 1.0 0.001 50 1016 -46 4291.505418771044 4265.76611328125 50 TARGET 1 100 100 1.0 0.001 50 1016 -47 4288.02607125947 4275.723470052083 50 TARGET 1 100 100 1.0 0.001 50 1016 -48 4283.142691564079 4290.280362215909 50 TARGET 1 100 100 1.0 0.001 50 1016 -49 4277.991653185501 4306.385475852273 50 TARGET 1 100 100 1.0 0.001 50 1016 -50 4294.256875394571 4284.835597182765 50 TARGET 1 100 100 1.0 0.001 50 1016 -51 4281.473688710017 4260.053119081439 50 TARGET 1 100 100 1.0 0.001 50 1016 -52 4277.651904790088 4263.385313091856 50 TARGET 1 100 100 1.0 0.001 50 1016 -53 4271.456067839857 4279.138538707386 50 TARGET 1 100 100 1.0 0.001 50 1016 -54 4278.813813591646 4255.397638494318 50 TARGET 1 100 100 1.0 0.001 50 1016 -55 4276.328519570707 4249.312056107955 50 TARGET 1 100 100 1.0 0.001 50 1016 -56 4269.950688525884 4276.650730942235 50 TARGET 1 100 100 1.0 0.001 50 1016 -57 4266.47648029777 4280.894901160038 50 TARGET 1 100 100 1.0 0.001 50 1016 -58 4266.140187684133 4250.279740767045 50 TARGET 1 100 100 1.0 0.001 50 1016 -59 4262.868994305029 4250.015181107955 50 TARGET 1 100 100 1.0 0.001 50 1016 -60 4270.910077335859 4247.443995620265 50 TARGET 1 100 100 1.0 0.001 50 1016 -61 4254.804700652357 4254.891823508523 50 TARGET 1 100 100 1.0 0.001 50 1016 -62 4256.036121304188 4246.057188091856 50 TARGET 1 100 100 1.0 0.001 50 1016 -63 4253.294226444129 4255.693995620265 50 TARGET 1 100 100 1.0 0.001 50 1016 -64 4255.827684396044 4238.824988162879 50 TARGET 1 100 100 1.0 0.001 50 1016 -65 4261.343419547033 4264.237541429924 50 TARGET 1 100 100 1.0 0.001 50 1016 -66 4251.575946640888 4248.412286931818 50 TARGET 1 100 100 1.0 0.001 50 1016 -67 4252.81194760101 4258.469193892045 50 TARGET 1 100 100 1.0 0.001 50 1016 -68 4248.027373342803 4233.735381155303 50 TARGET 1 100 100 1.0 0.001 50 1016 -69 4250.590831820812 4238.959102746212 50 TARGET 1 100 100 1.0 0.001 50 1016 -70 4242.5168695417715 4248.197117660985 50 TARGET 1 100 100 1.0 0.001 50 1016 -71 4249.372661346539 4249.274473248106 50 TARGET 1 100 100 1.0 0.001 50 1016 -72 4247.186827585753 4227.920572916667 50 TARGET 1 100 100 1.0 0.001 50 1016 -73 4242.465322166982 4245.991743607955 50 TARGET 1 100 100 1.0 0.001 50 1016 -74 4247.608187999789 4258.743681936553 50 TARGET 1 100 100 1.0 0.001 50 1016 -75 4245.067399252946 4235.595673532197 50 TARGET 1 100 100 1.0 0.001 50 1016 -76 4245.147059790615 4221.600763494318 50 TARGET 1 100 100 1.0 0.001 50 1016 -77 4239.368450126262 4235.482540246212 50 TARGET 1 100 100 1.0 0.001 50 1016 -78 4237.426863031355 4238.652388139205 50 TARGET 1 100 100 1.0 0.001 50 1016 -79 4245.017587989268 4233.805249763258 50 TARGET 1 100 100 1.0 0.001 50 1016 -80 4232.849162194865 4230.897993607955 50 TARGET 1 100 100 1.0 0.001 50 1016 -81 4233.839311079545 4232.177186908144 50 TARGET 1 100 100 1.0 0.001 50 1016 -82 4239.668623079756 4252.63457327178 50 TARGET 1 100 100 1.0 0.001 50 1016 -83 4234.0000279487585 4244.159505208333 50 TARGET 1 100 100 1.0 0.001 50 1016 -84 4227.750733243897 4223.858191287879 50 TARGET 1 100 100 1.0 0.001 50 1016 -85 4228.330448035038 4236.047452059659 50 TARGET 1 100 100 1.0 0.001 50 1016 -86 4228.697576349432 4223.120842211174 50 TARGET 1 100 100 1.0 0.001 50 1016 -87 4227.269942261153 4233.967314749053 50 TARGET 1 100 100 1.0 0.001 50 1016 -88 4227.179871632997 4219.828568892045 50 TARGET 1 100 100 1.0 0.001 50 1016 -89 4226.417276607218 4211.821792140152 50 TARGET 1 100 100 1.0 0.001 50 1016 -90 4225.599657052294 4233.387221827652 50 TARGET 1 100 100 1.0 0.001 50 1016 -91 4229.617129958438 4231.210523200758 50 TARGET 1 100 100 1.0 0.001 50 1016 -92 4225.846294159039 4236.833644057765 50 TARGET 1 100 100 1.0 0.001 50 1016 -93 4225.489392624158 4215.802911931818 50 TARGET 1 100 100 1.0 0.001 50 1016 -94 4220.231522582597 4224.508685487689 50 TARGET 1 100 100 1.0 0.001 50 1016 -95 4220.979297368213 4207.959191524621 50 TARGET 1 100 100 1.0 0.001 50 1016 -96 4219.5126640756525 4237.114109848485 50 TARGET 1 100 100 1.0 0.001 50 1016 -97 4214.506959240846 4223.533513849432 50 TARGET 1 100 100 1.0 0.001 50 1016 -98 4217.429555154408 4212.145907315341 50 TARGET 1 100 100 1.0 0.001 50 1016 -99 4212.5960672808815 4229.404563210227 50 TARGET 1 100 100 1.0 0.001 50 1016 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_50bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_50bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index 047666b18..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_50bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5420.833879156145 13772.968039772728 50 TARGET 1 50 100 0.5 0.001 50 2471 -1 5090.710296322601 9091.905450994318 50 TARGET 1 50 100 0.5 0.001 50 2471 -2 4870.933315906461 15382.204427083334 50 TARGET 1 50 100 0.5 0.001 50 2471 -3 4726.363514704335 11767.38408499053 50 TARGET 1 50 100 0.5 0.001 50 2471 -4 4648.240620725484 7666.869273792614 50 TARGET 1 50 100 0.5 0.001 50 2471 -5 4595.81247862742 6071.561049952652 50 TARGET 1 50 100 0.5 0.001 50 2471 -6 4558.621041140573 6560.772298177083 50 TARGET 1 50 100 0.5 0.001 50 2471 -7 4524.637808751579 7076.192619554924 50 TARGET 1 50 100 0.5 0.001 50 2471 -8 4501.734573929398 7892.441021543561 50 TARGET 1 50 100 0.5 0.001 50 2471 -9 4481.391953388047 5134.088526870265 50 TARGET 1 50 100 0.5 0.001 50 2471 -10 4465.459577875105 4773.479344223485 50 TARGET 1 50 100 0.5 0.001 50 2471 -11 4438.109925754945 4701.553326231061 50 TARGET 1 50 100 0.5 0.001 50 2471 -12 4420.932748711069 4633.28193063447 50 TARGET 1 50 100 0.5 0.001 50 2471 -13 4432.805798874158 4560.438831676136 50 TARGET 1 50 100 0.5 0.001 50 2471 -14 4410.809193826283 4674.092107599432 50 TARGET 1 50 100 0.5 0.001 50 2471 -15 4401.032938433817 4603.469282670455 50 TARGET 1 50 100 0.5 0.001 50 2471 -16 4393.504708543771 4567.466678503788 50 TARGET 1 50 100 0.5 0.001 50 2471 -17 4393.583637481586 4535.092817826705 50 TARGET 1 50 100 0.5 0.001 50 2471 -18 4387.508937026515 4519.607288707386 50 TARGET 1 50 100 0.5 0.001 50 2471 -19 4368.131403553767 4543.310872395833 50 TARGET 1 50 100 0.5 0.001 50 2471 -20 4371.139073021885 4527.016705137311 50 TARGET 1 50 100 0.5 0.001 50 2471 -21 4377.269577283249 4511.751553622159 50 TARGET 1 50 100 0.5 0.001 50 2471 -22 4363.209324692235 4507.543146306818 50 TARGET 1 50 100 0.5 0.001 50 2471 -23 4364.094956728746 4497.871360085227 50 TARGET 1 50 100 0.5 0.001 50 2471 -24 4359.254859795876 4471.239302201705 50 TARGET 1 50 100 0.5 0.001 50 2471 -25 4344.843623408565 4507.60039358428 50 TARGET 1 50 100 0.5 0.001 50 2471 -26 4346.597154816393 4433.18095999053 50 TARGET 1 50 100 0.5 0.001 50 2471 -27 4339.8512238268095 4457.909697561553 50 TARGET 1 50 100 0.5 0.001 50 2471 -28 4338.094026199495 4458.945578835227 50 TARGET 1 50 100 0.5 0.001 50 2471 -29 4328.85419625947 4436.142474550189 50 TARGET 1 50 100 0.5 0.001 50 2471 -30 4322.344657512626 4439.621330492424 50 TARGET 1 50 100 0.5 0.001 50 2471 -31 4325.368714817445 4442.086692116477 50 TARGET 1 50 100 0.5 0.001 50 2471 -32 4319.555101799242 4432.362748579545 50 TARGET 1 50 100 0.5 0.001 50 2471 -33 4321.103911839752 4421.531338778409 50 TARGET 1 50 100 0.5 0.001 50 2471 -34 4319.7975720749155 4414.824766216856 50 TARGET 1 50 100 0.5 0.001 50 2471 -35 4308.218207465277 4403.485928622159 50 TARGET 1 50 100 0.5 0.001 50 2471 -36 4299.857145675505 4388.585611979167 50 TARGET 1 50 100 0.5 0.001 50 2471 -37 4300.067249644886 4405.645330255682 50 TARGET 1 50 100 0.5 0.001 50 2471 -38 4301.881924715909 4423.918205492424 50 TARGET 1 50 100 0.5 0.001 50 2471 -39 4308.360642558397 4404.418619791667 50 TARGET 1 50 100 0.5 0.001 50 2471 -40 4300.164004958438 4419.635978929924 50 TARGET 1 50 100 0.5 0.001 50 2471 -41 4291.155648279671 4399.198523319129 50 TARGET 1 50 100 0.5 0.001 50 2471 -42 4282.1264336069025 4382.332904237689 50 TARGET 1 50 100 0.5 0.001 50 2471 -43 4283.686760179924 4397.575047348485 50 TARGET 1 50 100 0.5 0.001 50 2471 -44 4293.402621593539 4405.624437736742 50 TARGET 1 50 100 0.5 0.001 50 2471 -45 4277.387165930135 4388.136496803977 50 TARGET 1 50 100 0.5 0.001 50 2471 -46 4280.06470630787 4388.669537168561 50 TARGET 1 50 100 0.5 0.001 50 2471 -47 4275.671552767256 4408.842610677083 50 TARGET 1 50 100 0.5 0.001 50 2471 -48 4266.232385706018 4369.809348366477 50 TARGET 1 50 100 0.5 0.001 50 2471 -49 4266.690434619634 4396.652018229167 50 TARGET 1 50 100 0.5 0.001 50 2471 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_50bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_50bs_50e_0k_TARGET.tsv deleted file mode 100644 index 198c029b8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_50bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5401.757043087121 19825.167850378788 50 TARGET 1 50 100 0.0 0.001 50 611 -1 5077.444847235374 18145.37967566288 50 TARGET 1 50 100 0.0 0.001 50 611 -2 4853.51522220907 17300.590198863636 50 TARGET 1 50 100 0.0 0.001 50 611 -3 4723.915683527988 19217.756865530304 50 TARGET 1 50 100 0.0 0.001 50 611 -4 4649.222819010417 10855.297230113636 50 TARGET 1 50 100 0.0 0.001 50 611 -5 4585.459428267045 6356.425662878788 50 TARGET 1 50 100 0.0 0.001 50 611 -6 4551.492302583123 5500.728693181818 50 TARGET 1 50 100 0.0 0.001 50 611 -7 4531.583977798821 5077.496123342803 50 TARGET 1 50 100 0.0 0.001 50 611 -8 4496.822694720644 4951.547585227273 50 TARGET 1 50 100 0.0 0.001 50 611 -9 4476.9511110453495 4757.731608072917 50 TARGET 1 50 100 0.0 0.001 50 611 -10 4457.617580426662 4599.323301373106 50 TARGET 1 50 100 0.0 0.001 50 611 -11 4450.214352180661 4688.092004024621 50 TARGET 1 50 100 0.0 0.001 50 611 -12 4435.658974181923 4578.369421756629 50 TARGET 1 50 100 0.0 0.001 50 611 -13 4417.623155381944 4558.550662878788 50 TARGET 1 50 100 0.0 0.001 50 611 -14 4408.7717934553875 4571.170173413826 50 TARGET 1 50 100 0.0 0.001 50 611 -15 4396.059754445497 4587.287094578598 50 TARGET 1 50 100 0.0 0.001 50 611 -16 4394.104041719276 4545.673828125 50 TARGET 1 50 100 0.0 0.001 50 611 -17 4397.105365175189 4554.320845170455 50 TARGET 1 50 100 0.0 0.001 50 611 -18 4380.343631628788 4472.804776278409 50 TARGET 1 50 100 0.0 0.001 50 611 -19 4382.602524266098 4548.877781723485 50 TARGET 1 50 100 0.0 0.001 50 611 -20 4372.38801261311 4493.820371685606 50 TARGET 1 50 100 0.0 0.001 50 611 -21 4364.686676333649 4466.711780894886 50 TARGET 1 50 100 0.0 0.001 50 611 -22 4371.621940432976 4480.283972537879 50 TARGET 1 50 100 0.0 0.001 50 611 -23 4360.224444970539 4454.242498224432 50 TARGET 1 50 100 0.0 0.001 50 611 -24 4353.916395399306 4470.653113162879 50 TARGET 1 50 100 0.0 0.001 50 611 -25 4344.42174676452 4399.915246212121 50 TARGET 1 50 100 0.0 0.001 50 611 -26 4359.177211568813 4446.496019767992 50 TARGET 1 50 100 0.0 0.001 50 611 -27 4342.052129366582 4453.673221472538 50 TARGET 1 50 100 0.0 0.001 50 611 -28 4342.7763392387415 4429.561774976326 50 TARGET 1 50 100 0.0 0.001 50 611 -29 4334.302966185291 4428.973839962121 50 TARGET 1 50 100 0.0 0.001 50 611 -30 4332.757893058186 4424.739760890152 50 TARGET 1 50 100 0.0 0.001 50 611 -31 4330.028844762732 4428.29277639678 50 TARGET 1 50 100 0.0 0.001 50 611 -32 4328.368704953177 4433.166237571023 50 TARGET 1 50 100 0.0 0.001 50 611 -33 4317.103035563973 4409.069395123106 50 TARGET 1 50 100 0.0 0.001 50 611 -34 4319.764064801662 4393.590613162879 50 TARGET 1 50 100 0.0 0.001 50 611 -35 4303.489030934344 4404.041089607008 50 TARGET 1 50 100 0.0 0.001 50 611 -36 4312.275298558502 4379.780909682765 50 TARGET 1 50 100 0.0 0.001 50 611 -37 4311.99666423348 4391.55536813447 50 TARGET 1 50 100 0.0 0.001 50 611 -38 4310.159490411932 4385.980971827652 50 TARGET 1 50 100 0.0 0.001 50 611 -39 4295.55248119213 4390.207356770833 50 TARGET 1 50 100 0.0 0.001 50 611 -40 4295.077279961069 4378.905835700758 50 TARGET 1 50 100 0.0 0.001 50 611 -41 4293.6687957044405 4399.207845052083 50 TARGET 1 50 100 0.0 0.001 50 611 -42 4291.264426491477 4371.836263020833 50 TARGET 1 50 100 0.0 0.001 50 611 -43 4287.180113307555 4405.64990234375 50 TARGET 1 50 100 0.0 0.001 50 611 -44 4283.77335529777 4355.270004734848 50 TARGET 1 50 100 0.0 0.001 50 611 -45 4278.03214107218 4378.565636837121 50 TARGET 1 50 100 0.0 0.001 50 611 -46 4282.255839646465 4390.732303503788 50 TARGET 1 50 100 0.0 0.001 50 611 -47 4286.99324626473 4374.357555042614 50 TARGET 1 50 100 0.0 0.001 50 611 -48 4274.297253130261 4359.110085227273 50 TARGET 1 50 100 0.0 0.001 50 611 -49 4284.512593381734 4361.34551077178 50 TARGET 1 50 100 0.0 0.001 50 611 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_50bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_50bs_50e_1k_TARGET.tsv deleted file mode 100644 index 4e35f5e43..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_50z_0.001lr_50bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5417.630338212858 9579.742039535984 50 TARGET 1 50 100 1.0 0.001 50 2077 -1 5090.370761652988 12869.788233901516 50 TARGET 1 50 100 1.0 0.001 50 2077 -2 4866.554564196654 9020.75059185606 50 TARGET 1 50 100 1.0 0.001 50 2077 -3 4740.581388428556 6989.512517755682 50 TARGET 1 50 100 1.0 0.001 50 2077 -4 4657.371780960648 5840.866758404356 50 TARGET 1 50 100 1.0 0.001 50 2077 -5 4598.23766473327 5226.2275390625 50 TARGET 1 50 100 1.0 0.001 50 2077 -6 4564.442040851221 5167.073848839962 50 TARGET 1 50 100 1.0 0.001 50 2077 -7 4520.139760232533 5015.509750828598 50 TARGET 1 50 100 1.0 0.001 50 2077 -8 4498.781901041667 5119.429643110795 50 TARGET 1 50 100 1.0 0.001 50 2077 -9 4473.609312526305 4869.732895359848 50 TARGET 1 50 100 1.0 0.001 50 2077 -10 4469.184239859533 4663.511215672348 50 TARGET 1 50 100 1.0 0.001 50 2077 -11 4444.62595190183 4661.435872395833 50 TARGET 1 50 100 1.0 0.001 50 2077 -12 4435.541974103009 4590.820652817235 50 TARGET 1 50 100 1.0 0.001 50 2077 -13 4419.289274581755 4570.321274266098 50 TARGET 1 50 100 1.0 0.001 50 2077 -14 4421.408517137521 4621.058179450758 50 TARGET 1 50 100 1.0 0.001 50 2077 -15 4407.321270978009 4505.354950875947 50 TARGET 1 50 100 1.0 0.001 50 2077 -16 4413.089542889836 4463.60498046875 50 TARGET 1 50 100 1.0 0.001 50 2077 -17 4399.924056647201 4494.741107362689 50 TARGET 1 50 100 1.0 0.001 50 2077 -18 4397.04309698548 4510.234700520833 50 TARGET 1 50 100 1.0 0.001 50 2077 -19 4389.598108362268 4471.638760653409 50 TARGET 1 50 100 1.0 0.001 50 2077 -20 4376.136791087963 4457.099698153409 50 TARGET 1 50 100 1.0 0.001 50 2077 -21 4363.367808948864 4489.751331676136 50 TARGET 1 50 100 1.0 0.001 50 2077 -22 4361.5831278277565 4476.378995028409 50 TARGET 1 50 100 1.0 0.001 50 2077 -23 4361.529850918035 4469.194099195076 50 TARGET 1 50 100 1.0 0.001 50 2077 -24 4357.134403935185 4442.967225970644 50 TARGET 1 50 100 1.0 0.001 50 2077 -25 4354.255711410985 4438.266631155303 50 TARGET 1 50 100 1.0 0.001 50 2077 -26 4347.6298515756525 4467.776337594697 50 TARGET 1 50 100 1.0 0.001 50 2077 -27 4347.885687934027 4442.369495738636 50 TARGET 1 50 100 1.0 0.001 50 2077 -28 4329.315467500526 4426.485736268939 50 TARGET 1 50 100 1.0 0.001 50 2077 -29 4332.19479955808 4421.486165364583 50 TARGET 1 50 100 1.0 0.001 50 2077 -30 4337.700244633838 4395.453139796402 50 TARGET 1 50 100 1.0 0.001 50 2077 -31 4322.927154027252 4399.335345643939 50 TARGET 1 50 100 1.0 0.001 50 2077 -32 4315.83744508891 4389.985366358902 50 TARGET 1 50 100 1.0 0.001 50 2077 -33 4324.481433804188 4377.488296046402 50 TARGET 1 50 100 1.0 0.001 50 2077 -34 4323.176798913615 4410.685901988636 50 TARGET 1 50 100 1.0 0.001 50 2077 -35 4314.971720788615 4384.645478219697 50 TARGET 1 50 100 1.0 0.001 50 2077 -36 4310.781291101115 4401.186153527462 50 TARGET 1 50 100 1.0 0.001 50 2077 -37 4304.74584056713 4378.549878669508 50 TARGET 1 50 100 1.0 0.001 50 2077 -38 4305.410582057555 4379.7685546875 50 TARGET 1 50 100 1.0 0.001 50 2077 -39 4305.461231783986 4395.926491477273 50 TARGET 1 50 100 1.0 0.001 50 2077 -40 4302.826709477588 4372.862378669508 50 TARGET 1 50 100 1.0 0.001 50 2077 -41 4292.364325218329 4357.924419981061 50 TARGET 1 50 100 1.0 0.001 50 2077 -42 4294.592704387626 4396.971250591856 50 TARGET 1 50 100 1.0 0.001 50 2077 -43 4294.625435671823 4360.156190814394 50 TARGET 1 50 100 1.0 0.001 50 2077 -44 4288.375420875421 4378.841678503788 50 TARGET 1 50 100 1.0 0.001 50 2077 -45 4289.14792784617 4377.28730172822 50 TARGET 1 50 100 1.0 0.001 50 2077 -46 4281.672688802083 4389.138405539773 50 TARGET 1 50 100 1.0 0.001 50 2077 -47 4282.959928056608 4385.705226089015 50 TARGET 1 50 100 1.0 0.001 50 2077 -48 4273.458652277988 4395.886881510417 50 TARGET 1 50 100 1.0 0.001 50 2077 -49 4271.287138967803 4366.029356060606 50 TARGET 1 50 100 1.0 0.001 50 2077 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_25bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_25bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index 29509ea21..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_25bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5524.823045724169 5474.261985085227 25 TARGET 1 100 100 0.5 0.0005 5 2978 -1 5479.138405539773 5650.151404178504 25 TARGET 1 100 100 0.5 0.0005 5 2978 -2 5435.913058810764 5818.53193803267 25 TARGET 1 100 100 0.5 0.0005 5 2978 -3 5373.357972629945 5319.270152698864 25 TARGET 1 100 100 0.5 0.0005 5 2978 -4 5333.732656151357 5287.578502308239 25 TARGET 1 100 100 0.5 0.0005 5 2978 -5 5285.418146306818 5340.595059481534 25 TARGET 1 100 100 0.5 0.0005 5 2978 -6 5256.693898621633 5170.322413589015 25 TARGET 1 100 100 0.5 0.0005 5 2978 -7 5203.420334530198 5150.762428977273 25 TARGET 1 100 100 0.5 0.0005 5 2978 -8 5177.136310204914 5087.650131687973 25 TARGET 1 100 100 0.5 0.0005 5 2978 -9 5129.972560895412 5039.27422170928 25 TARGET 1 100 100 0.5 0.0005 5 2978 -10 5090.375337851168 4990.296549479167 25 TARGET 1 100 100 0.5 0.0005 5 2978 -11 5059.881861420192 5015.486150568182 25 TARGET 1 100 100 0.5 0.0005 5 2978 -12 5029.035235986164 4956.715317234848 25 TARGET 1 100 100 0.5 0.0005 5 2978 -13 5004.85343013468 4914.52362985322 25 TARGET 1 100 100 0.5 0.0005 5 2978 -14 4970.229443688184 4920.892977627841 25 TARGET 1 100 100 0.5 0.0005 5 2978 -15 4934.391132187763 4845.891934481534 25 TARGET 1 100 100 0.5 0.0005 5 2978 -16 4921.45901643387 4885.333414713542 25 TARGET 1 100 100 0.5 0.0005 5 2978 -17 4884.701854975537 4870.699618252841 25 TARGET 1 100 100 0.5 0.0005 5 2978 -18 4875.486273049505 4784.227021188447 25 TARGET 1 100 100 0.5 0.0005 5 2978 -19 4849.085113833649 4818.685287937973 25 TARGET 1 100 100 0.5 0.0005 5 2978 -20 4805.673641525937 4863.759292140152 25 TARGET 1 100 100 0.5 0.0005 5 2978 -21 4803.8786341606165 4770.620072798295 25 TARGET 1 100 100 0.5 0.0005 5 2978 -22 4785.943297723327 4794.547022964015 25 TARGET 1 100 100 0.5 0.0005 5 2978 -23 4759.735414036195 4737.193596117424 25 TARGET 1 100 100 0.5 0.0005 5 2978 -24 4769.817070444024 4763.954205137311 25 TARGET 1 100 100 0.5 0.0005 5 2978 -25 4714.68502653488 4706.468683416193 25 TARGET 1 100 100 0.5 0.0005 5 2978 -26 4713.455856580124 4699.57890920928 25 TARGET 1 100 100 0.5 0.0005 5 2978 -27 4715.99291087963 4712.752567175663 25 TARGET 1 100 100 0.5 0.0005 5 2978 -28 4697.654301807134 4640.939290364583 25 TARGET 1 100 100 0.5 0.0005 5 2978 -29 4705.334305785722 4705.57978959517 25 TARGET 1 100 100 0.5 0.0005 5 2978 -30 4663.804712982692 4686.346124822443 25 TARGET 1 100 100 0.5 0.0005 5 2978 -31 4656.37995432844 4640.608058120265 25 TARGET 1 100 100 0.5 0.0005 5 2978 -32 4664.654951204756 4646.751908735795 25 TARGET 1 100 100 0.5 0.0005 5 2978 -33 4660.0423900462965 4626.311294093277 25 TARGET 1 100 100 0.5 0.0005 5 2978 -34 4640.942081130313 4639.687625769413 25 TARGET 1 100 100 0.5 0.0005 5 2978 -35 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4962.391848991214 4875.960722952178 25 TARGET 1 100 100 1.0 0.0005 5 2780 -15 4951.703393801295 4801.423650568182 25 TARGET 1 100 100 1.0 0.0005 5 2780 -16 4919.870331735322 4831.402077414773 25 TARGET 1 100 100 1.0 0.0005 5 2780 -17 4880.866600576073 4713.862741181345 25 TARGET 1 100 100 1.0 0.0005 5 2780 -18 4865.889204545455 4765.59834428267 25 TARGET 1 100 100 1.0 0.0005 5 2780 -19 4838.706535570549 4718.942456794508 25 TARGET 1 100 100 1.0 0.0005 5 2780 -20 4832.013143314657 4695.771158854167 25 TARGET 1 100 100 1.0 0.0005 5 2780 -21 4802.523886324179 4700.294581557765 25 TARGET 1 100 100 1.0 0.0005 5 2780 -22 4777.436407532355 4655.914602568655 25 TARGET 1 100 100 1.0 0.0005 5 2780 -23 4775.946256181608 4599.658055160985 25 TARGET 1 100 100 1.0 0.0005 5 2780 -24 4751.42499375263 4604.200935132576 25 TARGET 1 100 100 1.0 0.0005 5 2780 -25 4731.039539272938 4634.348891749527 25 TARGET 1 100 100 1.0 0.0005 5 2780 -26 4745.73525538589 4788.580943714489 25 TARGET 1 100 100 1.0 0.0005 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a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_25bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5524.349031493319 5534.929435961174 25 TARGET 1 50 100 0.5 0.0005 5 7397 -1 5472.464728666877 5467.788293087121 25 TARGET 1 50 100 0.5 0.0005 5 7397 -2 5419.270795520307 5509.425603693182 25 TARGET 1 50 100 0.5 0.0005 5 7397 -3 5369.728475345907 5429.443855054451 25 TARGET 1 50 100 0.5 0.0005 5 7397 -4 5320.759008542455 5299.733990293561 25 TARGET 1 50 100 0.5 0.0005 5 7397 -5 5289.127020530829 5224.05136570786 25 TARGET 1 50 100 0.5 0.0005 5 7397 -6 5229.47437427662 5143.466974431818 25 TARGET 1 50 100 0.5 0.0005 5 7397 -7 5177.040179628314 5194.065163352273 25 TARGET 1 50 100 0.5 0.0005 5 7397 -8 5145.815412425031 5008.339525627367 25 TARGET 1 50 100 0.5 0.0005 5 7397 -9 5110.308191781092 5114.125073982008 25 TARGET 1 50 100 0.5 0.0005 5 7397 -10 5071.122104015414 4964.300618489583 25 TARGET 1 50 100 0.5 0.0005 5 7397 -11 5030.749260179924 4914.647890033144 25 TARGET 1 50 100 0.5 0.0005 5 7397 -12 4998.777079058817 4862.113421815814 25 TARGET 1 50 100 0.5 0.0005 5 7397 -13 4979.01105948811 4880.832726680871 25 TARGET 1 50 100 0.5 0.0005 5 7397 -14 4923.794551964962 4729.943137428977 25 TARGET 1 50 100 0.5 0.0005 5 7397 -15 4895.6156947074915 4773.883929628314 25 TARGET 1 50 100 0.5 0.0005 5 7397 -16 4885.5044183698965 4729.528194543087 25 TARGET 1 50 100 0.5 0.0005 5 7397 -17 4846.175730284617 4773.783506451231 25 TARGET 1 50 100 0.5 0.0005 5 7397 -18 4848.9116819234005 4733.271898674242 25 TARGET 1 50 100 0.5 0.0005 5 7397 -19 4791.1371757944025 4707.603049538352 25 TARGET 1 50 100 0.5 0.0005 5 7397 -20 4804.772291600905 4728.594179095644 25 TARGET 1 50 100 0.5 0.0005 5 7397 -21 4768.072876387574 4670.155828302557 25 TARGET 1 50 100 0.5 0.0005 5 7397 -22 4752.7893345893835 4651.818966027462 25 TARGET 1 50 100 0.5 0.0005 5 7397 -23 4759.908210523201 4628.43593897964 25 TARGET 1 50 100 0.5 0.0005 5 7397 -24 4711.97912145544 4591.546105587121 25 TARGET 1 50 100 0.5 0.0005 5 7397 -25 4716.132291337858 4578.20722360322 25 TARGET 1 50 100 0.5 0.0005 5 7397 -26 4694.253022576021 4582.487519235322 25 TARGET 1 50 100 0.5 0.0005 5 7397 -27 4683.604966494371 4570.279289476799 25 TARGET 1 50 100 0.5 0.0005 5 7397 -28 4673.3583039049345 4566.619717684659 25 TARGET 1 50 100 0.5 0.0005 5 7397 -29 4684.204474760627 4521.57568359375 25 TARGET 1 50 100 0.5 0.0005 5 7397 -30 4653.338004886101 4494.699588660038 25 TARGET 1 50 100 0.5 0.0005 5 7397 -31 4658.20641473327 4502.195009173769 25 TARGET 1 50 100 0.5 0.0005 5 7397 -32 4630.570793383049 4449.593283913352 25 TARGET 1 50 100 0.5 0.0005 5 7397 -33 4630.004320549242 4482.386652166193 25 TARGET 1 50 100 0.5 0.0005 5 7397 -34 4626.3212611137415 4463.434955018939 25 TARGET 1 50 100 0.5 0.0005 5 7397 -35 4616.314471209491 4511.687078302557 25 TARGET 1 50 100 0.5 0.0005 5 7397 -36 4607.900224576494 4487.120775627367 25 TARGET 1 50 100 0.5 0.0005 5 7397 -37 4614.498762856429 4460.121448863636 25 TARGET 1 50 100 0.5 0.0005 5 7397 -38 4601.389185638942 4445.219082919034 25 TARGET 1 50 100 0.5 0.0005 5 7397 -39 4608.563845650516 4457.348876953125 25 TARGET 1 50 100 0.5 0.0005 5 7397 -40 4587.134358723958 4422.908728397254 25 TARGET 1 50 100 0.5 0.0005 5 7397 -41 4593.710868450126 4417.130881569602 25 TARGET 1 50 100 0.5 0.0005 5 7397 -42 4589.326078164457 4423.889530066288 25 TARGET 1 50 100 0.5 0.0005 5 7397 -43 4586.127593480377 4415.445482658617 25 TARGET 1 50 100 0.5 0.0005 5 7397 -44 4577.371869739057 4410.470444187973 25 TARGET 1 50 100 0.5 0.0005 5 7397 -45 4576.114388514046 4412.969889322917 25 TARGET 1 50 100 0.5 0.0005 5 7397 -46 4567.317571055608 4448.254379734848 25 TARGET 1 50 100 0.5 0.0005 5 7397 -47 4572.183509903724 4436.931951349432 25 TARGET 1 50 100 0.5 0.0005 5 7397 -48 4581.389973136311 4442.721627900095 25 TARGET 1 50 100 0.5 0.0005 5 7397 -49 4563.309139572812 4410.529319069602 25 TARGET 1 50 100 0.5 0.0005 5 7397 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_25bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_25bs_50e_0k_TARGET.tsv deleted file mode 100644 index 0dee2963d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_25bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5525.631160235164 5498.538189512311 25 TARGET 1 50 100 0.0 0.0005 5 9694 -1 5472.3661040746 5457.940015388258 25 TARGET 1 50 100 0.0 0.0005 5 9694 -2 5422.295097787774 5421.356970584754 25 TARGET 1 50 100 0.0 0.0005 5 9694 -3 5375.876667061238 5466.44345555161 25 TARGET 1 50 100 0.0 0.0005 5 9694 -4 5320.572018196286 5354.71923828125 25 TARGET 1 50 100 0.0 0.0005 5 9694 -5 5266.179089067761 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4900.254734848485 25 TARGET 1 50 100 0.0 0.0005 5 9694 -19 4797.42985848064 4950.246493252841 25 TARGET 1 50 100 0.0 0.0005 5 9694 -20 4788.187669336595 4868.652891216856 25 TARGET 1 50 100 0.0 0.0005 5 9694 -21 4766.972175366951 4894.535503965436 25 TARGET 1 50 100 0.0 0.0005 5 9694 -22 4755.88860035906 4782.54062352036 25 TARGET 1 50 100 0.0 0.0005 5 9694 -23 4719.1055221814495 4781.605971827652 25 TARGET 1 50 100 0.0 0.0005 5 9694 -24 4703.915691748211 4757.674175840436 25 TARGET 1 50 100 0.0 0.0005 5 9694 -25 4704.1048308606905 4685.912582859848 25 TARGET 1 50 100 0.0 0.0005 5 9694 -26 4704.364062171191 4719.619406960227 25 TARGET 1 50 100 0.0 0.0005 5 9694 -27 4682.6386998237585 4613.71201023911 25 TARGET 1 50 100 0.0 0.0005 5 9694 -28 4666.699236834491 4639.012724905303 25 TARGET 1 50 100 0.0 0.0005 5 9694 -29 4666.528215093645 4692.582896839489 25 TARGET 1 50 100 0.0 0.0005 5 9694 -30 4638.167713101063 4668.820238517992 25 TARGET 1 50 100 0.0 0.0005 5 9694 -31 4628.904254951863 4685.223233309659 25 TARGET 1 50 100 0.0 0.0005 5 9694 -32 4635.658232717803 4636.358220880682 25 TARGET 1 50 100 0.0 0.0005 5 9694 -33 4622.112890789404 4647.096931226326 25 TARGET 1 50 100 0.0 0.0005 5 9694 -34 4597.453749736953 4664.347382516572 25 TARGET 1 50 100 0.0 0.0005 5 9694 -35 4603.6197489215065 4630.628395774148 25 TARGET 1 50 100 0.0 0.0005 5 9694 -36 4598.109888763942 4621.960878314394 25 TARGET 1 50 100 0.0 0.0005 5 9694 -37 4603.144416166877 4615.428718335701 25 TARGET 1 50 100 0.0 0.0005 5 9694 -38 4597.486309218487 4592.15781102036 25 TARGET 1 50 100 0.0 0.0005 5 9694 -39 4580.135138001105 4592.803762724905 25 TARGET 1 50 100 0.0 0.0005 5 9694 -40 4591.199831978641 4655.107688210227 25 TARGET 1 50 100 0.0 0.0005 5 9694 -41 4566.091217349274 4646.148230350379 25 TARGET 1 50 100 0.0 0.0005 5 9694 -42 4559.2612362229065 4644.923865116004 25 TARGET 1 50 100 0.0 0.0005 5 9694 -43 4564.580504754577 4588.223122336648 25 TARGET 1 50 100 0.0 0.0005 5 9694 -44 4569.854462594697 4620.759395714962 25 TARGET 1 50 100 0.0 0.0005 5 9694 -45 4560.655798709754 4610.810465494792 25 TARGET 1 50 100 0.0 0.0005 5 9694 -46 4539.992413556134 4595.322531960227 25 TARGET 1 50 100 0.0 0.0005 5 9694 -47 4542.105730153094 4550.015499230587 25 TARGET 1 50 100 0.0 0.0005 5 9694 -48 4537.604677964541 4567.113998875473 25 TARGET 1 50 100 0.0 0.0005 5 9694 -49 4527.052686697706 4574.585722952178 25 TARGET 1 50 100 0.0 0.0005 5 9694 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_25bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_25bs_50e_1k_TARGET.tsv deleted file mode 100644 index 636a4cbe2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_25bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5524.490570582123 5529.739960641572 25 TARGET 1 50 100 1.0 0.0005 5 6147 -1 5470.601147378735 5480.248757102273 25 TARGET 1 50 100 1.0 0.0005 5 6147 -2 5423.929568306766 5703.985070430871 25 TARGET 1 50 100 1.0 0.0005 5 6147 -3 5368.621471880261 5399.746308297822 25 TARGET 1 50 100 1.0 0.0005 5 6147 -4 5318.218927556818 5252.504468513258 25 TARGET 1 50 100 1.0 0.0005 5 6147 -5 5268.784389303188 5200.032159978693 25 TARGET 1 50 100 1.0 0.0005 5 6147 -6 5229.1328659314495 5139.90585789536 25 TARGET 1 50 100 1.0 0.0005 5 6147 -7 5172.944273463805 5089.706239642519 25 TARGET 1 50 100 1.0 0.0005 5 6147 -8 5153.167121245002 5159.946755149148 25 TARGET 1 50 100 1.0 0.0005 5 6147 -9 5097.327006227641 5151.069469105114 25 TARGET 1 50 100 1.0 0.0005 5 6147 -10 5077.108991937605 5036.458377722538 25 TARGET 1 50 100 1.0 0.0005 5 6147 -11 5014.3648702191185 5036.382457386364 25 TARGET 1 50 100 1.0 0.0005 5 6147 -12 5011.2551253090805 4913.438017874053 25 TARGET 1 50 100 1.0 0.0005 5 6147 -13 4964.451398753156 4926.24638227983 25 TARGET 1 50 100 1.0 0.0005 5 6147 -14 4935.303886028251 4918.678466796875 25 TARGET 1 50 100 1.0 0.0005 5 6147 -15 4891.190442017834 4845.079804391572 25 TARGET 1 50 100 1.0 0.0005 5 6147 -16 4880.191689025673 4905.692900686553 25 TARGET 1 50 100 1.0 0.0005 5 6147 -17 4840.038579150884 4828.538537227746 25 TARGET 1 50 100 1.0 0.0005 5 6147 -18 4843.609908492477 4779.143288352273 25 TARGET 1 50 100 1.0 0.0005 5 6147 -19 4819.711618956492 4792.236157966383 25 TARGET 1 50 100 1.0 0.0005 5 6147 -20 4788.232533670033 4778.963408499053 25 TARGET 1 50 100 1.0 0.0005 5 6147 -21 4779.145373822864 4825.344489820076 25 TARGET 1 50 100 1.0 0.0005 5 6147 -22 4768.42775903567 4827.791459517045 25 TARGET 1 50 100 1.0 0.0005 5 6147 -23 4753.036054720381 4727.518014618845 25 TARGET 1 50 100 1.0 0.0005 5 6147 -24 4730.483320345381 4717.574070785985 25 TARGET 1 50 100 1.0 0.0005 5 6147 -25 4696.10711526068 4696.022564512311 25 TARGET 1 50 100 1.0 0.0005 5 6147 -26 4679.850190544771 4785.008641098485 25 TARGET 1 50 100 1.0 0.0005 5 6147 -27 4688.096784084333 4643.6494140625 25 TARGET 1 50 100 1.0 0.0005 5 6147 -28 4658.773084852431 4628.084073153409 25 TARGET 1 50 100 1.0 0.0005 5 6147 -29 4663.997221564604 4678.479973070549 25 TARGET 1 50 100 1.0 0.0005 5 6147 -30 4650.269158873895 4596.496981534091 25 TARGET 1 50 100 1.0 0.0005 5 6147 -31 4635.78939377499 4639.643495501894 25 TARGET 1 50 100 1.0 0.0005 5 6147 -32 4633.224167949022 4604.281767874053 25 TARGET 1 50 100 1.0 0.0005 5 6147 -33 4617.464047210385 4641.710582386364 25 TARGET 1 50 100 1.0 0.0005 5 6147 -34 4623.3312675912775 4592.499593098958 25 TARGET 1 50 100 1.0 0.0005 5 6147 -35 4624.267666081387 4592.523393110795 25 TARGET 1 50 100 1.0 0.0005 5 6147 -36 4600.640202480535 4636.171312736742 25 TARGET 1 50 100 1.0 0.0005 5 6147 -37 4598.707217027041 4602.569010416667 25 TARGET 1 50 100 1.0 0.0005 5 6147 -38 4593.569369640414 4604.842825224905 25 TARGET 1 50 100 1.0 0.0005 5 6147 -39 4581.297379721696 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5127.688585069444 5205.088230942235 50 TARGET 1 100 100 0.0 0.0005 5 8461 -17 5100.660802359533 5044.169640743371 50 TARGET 1 100 100 0.0 0.0005 5 8461 -18 5094.859580505577 5068.446007930871 50 TARGET 1 100 100 0.0 0.0005 5 8461 -19 5080.830081413089 5030.624837239583 50 TARGET 1 100 100 0.0 0.0005 5 8461 -20 5057.636976865004 4970.688402580492 50 TARGET 1 100 100 0.0 0.0005 5 8461 -21 5035.465632891414 5016.29248046875 50 TARGET 1 100 100 0.0 0.0005 5 8461 -22 5025.791956018518 5016.823582504735 50 TARGET 1 100 100 0.0 0.0005 5 8461 -23 5013.002521964436 4925.686257102273 50 TARGET 1 100 100 0.0 0.0005 5 8461 -24 5002.520629471801 5032.160245028409 50 TARGET 1 100 100 0.0 0.0005 5 8461 -25 4978.2016585122055 4885.645345052083 50 TARGET 1 100 100 0.0 0.0005 5 8461 -26 4961.281807331124 4780.557232481061 50 TARGET 1 100 100 0.0 0.0005 5 8461 -27 4914.64801333649 4789.235913825758 50 TARGET 1 100 100 0.0 0.0005 5 8461 -28 4920.682012179082 4984.707845052083 50 TARGET 1 100 100 0.0 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4582.010615596065 4473.877234256629 50 TARGET 1 100 100 0.0 0.0005 5 8461 -81 4594.283017347959 4472.763139204545 50 TARGET 1 100 100 0.0 0.0005 5 8461 -82 4573.013398963594 4490.986106178977 50 TARGET 1 100 100 0.0 0.0005 5 8461 -83 4580.831215803872 4511.169803503788 50 TARGET 1 100 100 0.0 0.0005 5 8461 -84 4584.739040798611 4478.033454663826 50 TARGET 1 100 100 0.0 0.0005 5 8461 -85 4584.367069128788 4524.187677556818 50 TARGET 1 100 100 0.0 0.0005 5 8461 -86 4555.7454147595745 4485.72588186553 50 TARGET 1 100 100 0.0 0.0005 5 8461 -87 4565.22208247843 4506.71161813447 50 TARGET 1 100 100 0.0 0.0005 5 8461 -88 4572.92000407723 4483.798473011364 50 TARGET 1 100 100 0.0 0.0005 5 8461 -89 4562.517305213594 4461.439127604167 50 TARGET 1 100 100 0.0 0.0005 5 8461 -90 4558.257643163405 4478.14580374053 50 TARGET 1 100 100 0.0 0.0005 5 8461 -91 4560.110813539036 4495.656368371212 50 TARGET 1 100 100 0.0 0.0005 5 8461 -92 4566.809313841541 4479.645729758523 50 TARGET 1 100 100 0.0 0.0005 5 8461 -93 4556.0456896438345 4491.580921519886 50 TARGET 1 100 100 0.0 0.0005 5 8461 -94 4547.907709911616 4480.701985677083 50 TARGET 1 100 100 0.0 0.0005 5 8461 -95 4547.056012599958 4469.811582623106 50 TARGET 1 100 100 0.0 0.0005 5 8461 -96 4552.93732901936 4476.559185606061 50 TARGET 1 100 100 0.0 0.0005 5 8461 -97 4543.168062460543 4478.776766690341 50 TARGET 1 100 100 0.0 0.0005 5 8461 -98 4538.059419060396 4474.323686079545 50 TARGET 1 100 100 0.0 0.0005 5 8461 -99 4551.016627867214 4426.466219815341 50 TARGET 1 100 100 0.0 0.0005 5 8461 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_50bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_50bs_100e_1k_TARGET.tsv deleted file mode 100644 index 934d28ab3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_50bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset 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5212.409939236111 5200.809673887311 50 TARGET 1 100 100 1.0 0.0005 5 8444 -13 5202.067732994003 5178.622869318182 50 TARGET 1 100 100 1.0 0.0005 5 8444 -14 5181.030528264415 5215.955152107008 50 TARGET 1 100 100 1.0 0.0005 5 8444 -15 5158.116048177083 5166.772298177083 50 TARGET 1 100 100 1.0 0.0005 5 8444 -16 5136.197559908986 5158.640698982008 50 TARGET 1 100 100 1.0 0.0005 5 8444 -17 5123.874646530408 5132.614287405303 50 TARGET 1 100 100 1.0 0.0005 5 8444 -18 5074.175311053241 5091.951867305871 50 TARGET 1 100 100 1.0 0.0005 5 8444 -19 5082.801603272306 5594.218187736742 50 TARGET 1 100 100 1.0 0.0005 5 8444 -20 5041.956639967382 5328.695075757576 50 TARGET 1 100 100 1.0 0.0005 5 8444 -21 5030.0014631997055 5114.326260653409 50 TARGET 1 100 100 1.0 0.0005 5 8444 -22 5026.055614741162 5005.209413470644 50 TARGET 1 100 100 1.0 0.0005 5 8444 -23 4997.72019018308 5122.826127485795 50 TARGET 1 100 100 1.0 0.0005 5 8444 -24 4966.255570023148 5078.725985440341 50 TARGET 1 100 100 1.0 0.0005 5 8444 -25 4957.787074850063 4956.320830374053 50 TARGET 1 100 100 1.0 0.0005 5 8444 -26 4939.299502183291 4971.482688210227 50 TARGET 1 100 100 1.0 0.0005 5 8444 -27 4919.581327598906 4999.740648674242 50 TARGET 1 100 100 1.0 0.0005 5 8444 -28 4911.65803214436 4871.790586529356 50 TARGET 1 100 100 1.0 0.0005 5 8444 -29 4895.445235229903 4967.294596354167 50 TARGET 1 100 100 1.0 0.0005 5 8444 -30 4870.501387573653 4969.341619318182 50 TARGET 1 100 100 1.0 0.0005 5 8444 -31 4871.240290272517 4881.97577829072 50 TARGET 1 100 100 1.0 0.0005 5 8444 -32 4832.173671940762 4814.023171164773 50 TARGET 1 100 100 1.0 0.0005 5 8444 -33 4832.109817248001 4800.856948390152 50 TARGET 1 100 100 1.0 0.0005 5 8444 -34 4834.118464922664 4827.859034682765 50 TARGET 1 100 100 1.0 0.0005 5 8444 -35 4808.833423755787 4818.521647135417 50 TARGET 1 100 100 1.0 0.0005 5 8444 -36 4810.3231517650465 4786.385845762311 50 TARGET 1 100 100 1.0 0.0005 5 8444 -37 4807.39032907197 4780.162878787879 50 TARGET 1 100 100 1.0 0.0005 5 8444 -38 4776.167273319129 4798.113532788826 50 TARGET 1 100 100 1.0 0.0005 5 8444 -39 4782.2043991345745 4774.369643702652 50 TARGET 1 100 100 1.0 0.0005 5 8444 -40 4755.039940419823 4772.797496448864 50 TARGET 1 100 100 1.0 0.0005 5 8444 -41 4741.003993384365 4815.52411813447 50 TARGET 1 100 100 1.0 0.0005 5 8444 -42 4733.820111926557 4782.895951704545 50 TARGET 1 100 100 1.0 0.0005 5 8444 -43 4736.351687447391 4782.010224313447 50 TARGET 1 100 100 1.0 0.0005 5 8444 -44 4723.652067550505 4731.125473484848 50 TARGET 1 100 100 1.0 0.0005 5 8444 -45 4713.520744554924 4762.98798532197 50 TARGET 1 100 100 1.0 0.0005 5 8444 -46 4710.758233375421 4734.387236624053 50 TARGET 1 100 100 1.0 0.0005 5 8444 -47 4687.790354719065 4771.051683830492 50 TARGET 1 100 100 1.0 0.0005 5 8444 -48 4708.459378945707 4709.716412168561 50 TARGET 1 100 100 1.0 0.0005 5 8444 -49 4678.436148595329 4645.455581202652 50 TARGET 1 100 100 1.0 0.0005 5 8444 -50 4663.974724458123 4672.520197088068 50 TARGET 1 100 100 1.0 0.0005 5 8444 -51 4673.093136771359 4670.266497987689 50 TARGET 1 100 100 1.0 0.0005 5 8444 -52 4668.450729626999 4723.31659860322 50 TARGET 1 100 100 1.0 0.0005 5 8444 -53 4657.8179023305975 4704.950698390152 50 TARGET 1 100 100 1.0 0.0005 5 8444 -54 4650.269606876052 4617.867897727273 50 TARGET 1 100 100 1.0 0.0005 5 8444 -55 4649.969593394886 4638.252308238636 50 TARGET 1 100 100 1.0 0.0005 5 8444 -56 4642.257029934764 4710.944720643939 50 TARGET 1 100 100 1.0 0.0005 5 8444 -57 4637.710490319865 4688.599934895833 50 TARGET 1 100 100 1.0 0.0005 5 8444 -58 4646.097158104482 4676.944912997159 50 TARGET 1 100 100 1.0 0.0005 5 8444 -59 4635.968756576179 4595.039462002841 50 TARGET 1 100 100 1.0 0.0005 5 8444 -60 4624.20976858428 4638.144960345644 50 TARGET 1 100 100 1.0 0.0005 5 8444 -61 4628.587076822917 4621.906412760417 50 TARGET 1 100 100 1.0 0.0005 5 8444 -62 4598.452866884996 4614.562352035985 50 TARGET 1 100 100 1.0 0.0005 5 8444 -63 4619.236497461595 4628.859804095644 50 TARGET 1 100 100 1.0 0.0005 5 8444 -64 4616.711655947496 4671.710464015152 50 TARGET 1 100 100 1.0 0.0005 5 8444 -65 4602.894787720959 4652.816953716856 50 TARGET 1 100 100 1.0 0.0005 5 8444 -66 4603.1750841750845 4664.416119199811 50 TARGET 1 100 100 1.0 0.0005 5 8444 -67 4601.670362478956 4596.476666074811 50 TARGET 1 100 100 1.0 0.0005 5 8444 -68 4592.988524568603 4591.103338068182 50 TARGET 1 100 100 1.0 0.0005 5 8444 -69 4597.338053385417 4634.813683712121 50 TARGET 1 100 100 1.0 0.0005 5 8444 -70 4605.897059790615 4617.590065696023 50 TARGET 1 100 100 1.0 0.0005 5 8444 -71 4600.524361453073 4572.820652817235 50 TARGET 1 100 100 1.0 0.0005 5 8444 -72 4605.163105666035 4617.616418087121 50 TARGET 1 100 100 1.0 0.0005 5 8444 -73 4598.869188302294 4592.409904711174 50 TARGET 1 100 100 1.0 0.0005 5 8444 -74 4583.403285787563 4618.779933120265 50 TARGET 1 100 100 1.0 0.0005 5 8444 -75 4573.89728995686 4581.008448745265 50 TARGET 1 100 100 1.0 0.0005 5 8444 -76 4573.5917064525465 4623.071866122159 50 TARGET 1 100 100 1.0 0.0005 5 8444 -77 4572.975400160459 4572.705492424242 50 TARGET 1 100 100 1.0 0.0005 5 8444 -78 4567.623393768414 4645.379601680871 50 TARGET 1 100 100 1.0 0.0005 5 8444 -79 4560.414841777147 4564.455743963068 50 TARGET 1 100 100 1.0 0.0005 5 8444 -80 4571.5774164167715 4604.397579308712 50 TARGET 1 100 100 1.0 0.0005 5 8444 -81 4571.052012639415 4582.793960108902 50 TARGET 1 100 100 1.0 0.0005 5 8444 -82 4565.180351694024 4579.285481770833 50 TARGET 1 100 100 1.0 0.0005 5 8444 -83 4559.840498079756 4534.112837357955 50 TARGET 1 100 100 1.0 0.0005 5 8444 -84 4541.458315248842 4573.210390033144 50 TARGET 1 100 100 1.0 0.0005 5 8444 -85 4553.9429911090065 4558.284061316288 50 TARGET 1 100 100 1.0 0.0005 5 8444 -86 4554.587247803556 4587.127885298295 50 TARGET 1 100 100 1.0 0.0005 5 8444 -87 4545.614945023148 4602.849076704545 50 TARGET 1 100 100 1.0 0.0005 5 8444 -88 4544.452324350274 4558.709147135417 50 TARGET 1 100 100 1.0 0.0005 5 8444 -89 4542.6806624184555 4550.262769294508 50 TARGET 1 100 100 1.0 0.0005 5 8444 -90 4530.528284143518 4591.607880563447 50 TARGET 1 100 100 1.0 0.0005 5 8444 -91 4531.769089001999 4603.612733783144 50 TARGET 1 100 100 1.0 0.0005 5 8444 -92 4538.351082438973 4549.33905954072 50 TARGET 1 100 100 1.0 0.0005 5 8444 -93 4546.353328203914 4551.093217329545 50 TARGET 1 100 100 1.0 0.0005 5 8444 -94 4529.127824468645 4555.681877367424 50 TARGET 1 100 100 1.0 0.0005 5 8444 -95 4520.727116543035 4581.210330847538 50 TARGET 1 100 100 1.0 0.0005 5 8444 -96 4524.472200849642 4534.241787997159 50 TARGET 1 100 100 1.0 0.0005 5 8444 -97 4528.211790759154 4522.374881628788 50 TARGET 1 100 100 1.0 0.0005 5 8444 -98 4522.145729758523 4572.580226089015 50 TARGET 1 100 100 1.0 0.0005 5 8444 -99 4529.315830834385 4543.833510890152 50 TARGET 1 100 100 1.0 0.0005 5 8444 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_50bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_50bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index c6b259a20..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_50bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5537.943290325126 5474.180308948864 50 TARGET 1 50 100 0.5 0.0005 5 2581 -1 5514.844475023674 6138.590198863636 50 TARGET 1 50 100 0.5 0.0005 5 2581 -2 5489.789537628893 5591.382827296402 50 TARGET 1 50 100 0.5 0.0005 5 2581 -3 5466.089140098906 5576.127530184659 50 TARGET 1 50 100 0.5 0.0005 5 2581 -4 5445.66945825442 5374.039195667614 50 TARGET 1 50 100 0.5 0.0005 5 2581 -5 5421.899951665088 5509.618711529356 50 TARGET 1 50 100 0.5 0.0005 5 2581 -6 5397.999822443182 5357.456616950758 50 TARGET 1 50 100 0.5 0.0005 5 2581 -7 5388.311424794823 5345.304850260417 50 TARGET 1 50 100 0.5 0.0005 5 2581 -8 5366.148767952967 5361.884617660985 50 TARGET 1 50 100 0.5 0.0005 5 2581 -9 5339.94781802399 5271.434303977273 50 TARGET 1 50 100 0.5 0.0005 5 2581 -10 5333.956442682029 5194.981800426136 50 TARGET 1 50 100 0.5 0.0005 5 2581 -11 5312.043475115741 5248.583288944129 50 TARGET 1 50 100 0.5 0.0005 5 2581 -12 5301.157910485059 5333.920558120265 50 TARGET 1 50 100 0.5 0.0005 5 2581 -13 5283.146300242003 5143.118474786932 50 TARGET 1 50 100 0.5 0.0005 5 2581 -14 5270.493963068182 5185.495827414773 50 TARGET 1 50 100 0.5 0.0005 5 2581 -15 5253.23359079072 5264.215805516098 50 TARGET 1 50 100 0.5 0.0005 5 2581 -16 5244.668212068603 5297.796046401515 50 TARGET 1 50 100 0.5 0.0005 5 2581 -17 5242.377717605745 5269.971472537879 50 TARGET 1 50 100 0.5 0.0005 5 2581 -18 5223.647041706124 5151.320919152462 50 TARGET 1 50 100 0.5 0.0005 5 2581 -19 5210.8083849563345 5149.110751065341 50 TARGET 1 50 100 0.5 0.0005 5 2581 -20 5198.616529882155 5132.004335345644 50 TARGET 1 50 100 0.5 0.0005 5 2581 -21 5194.278287431608 5131.44941110322 50 TARGET 1 50 100 0.5 0.0005 5 2581 -22 5185.760094433923 5104.854403409091 50 TARGET 1 50 100 0.5 0.0005 5 2581 -23 5182.490748960964 5111.375088778409 50 TARGET 1 50 100 0.5 0.0005 5 2581 -24 5172.842610677083 5110.886348839962 50 TARGET 1 50 100 0.5 0.0005 5 2581 -25 5161.498716001158 5064.270981297348 50 TARGET 1 50 100 0.5 0.0005 5 2581 -26 5150.55487985322 5079.841057054924 50 TARGET 1 50 100 0.5 0.0005 5 2581 -27 5139.622221564604 5080.082756273674 50 TARGET 1 50 100 0.5 0.0005 5 2581 -28 5144.104867029671 5065.842122395833 50 TARGET 1 50 100 0.5 0.0005 5 2581 -29 5129.419535524516 5044.504557291667 50 TARGET 1 50 100 0.5 0.0005 5 2581 -30 5126.887984664352 5051.490707859848 50 TARGET 1 50 100 0.5 0.0005 5 2581 -31 5119.783342868792 5027.680427320076 50 TARGET 1 50 100 0.5 0.0005 5 2581 -32 5109.546845407197 5030.977213541667 50 TARGET 1 50 100 0.5 0.0005 5 2581 -33 5103.4085122053875 5029.270566998106 50 TARGET 1 50 100 0.5 0.0005 5 2581 -34 5094.543489912142 5017.951009114583 50 TARGET 1 50 100 0.5 0.0005 5 2581 -35 5098.565054845329 5015.739494554924 50 TARGET 1 50 100 0.5 0.0005 5 2581 -36 5083.2563788930975 5017.893968986742 50 TARGET 1 50 100 0.5 0.0005 5 2581 -37 5080.729074600168 5009.138849431818 50 TARGET 1 50 100 0.5 0.0005 5 2581 -38 5074.576837713068 5013.74560546875 50 TARGET 1 50 100 0.5 0.0005 5 2581 -39 5068.9636534617 5008.815607244318 50 TARGET 1 50 100 0.5 0.0005 5 2581 -40 5061.167273319129 5003.211277817235 50 TARGET 1 50 100 0.5 0.0005 5 2581 -41 5060.258106783986 4997.761541193182 50 TARGET 1 50 100 0.5 0.0005 5 2581 -42 5046.808075875947 4997.634810014205 50 TARGET 1 50 100 0.5 0.0005 5 2581 -43 5035.633284340804 5020.114953243371 50 TARGET 1 50 100 0.5 0.0005 5 2581 -44 5034.678957544192 4991.536473129735 50 TARGET 1 50 100 0.5 0.0005 5 2581 -45 5041.4251433606905 4965.245205965909 50 TARGET 1 50 100 0.5 0.0005 5 2581 -46 5024.169926807134 4984.950890743371 50 TARGET 1 50 100 0.5 0.0005 5 2581 -47 5020.045184922138 4963.910422585227 50 TARGET 1 50 100 0.5 0.0005 5 2581 -48 5010.0122974537035 4971.671031605114 50 TARGET 1 50 100 0.5 0.0005 5 2581 -49 5007.341666995476 4991.995679450758 50 TARGET 1 50 100 0.5 0.0005 5 2581 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_50bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_50bs_50e_0k_TARGET.tsv deleted file mode 100644 index e09ecd77c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_50bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5537.674727417403 5507.448908025568 50 TARGET 1 50 100 0.0 0.0005 5 7147 -1 5511.66336049295 5532.682898319129 50 TARGET 1 50 100 0.0 0.0005 5 7147 -2 5485.362421414668 5470.015151515152 50 TARGET 1 50 100 0.0 0.0005 5 7147 -3 5456.999667902988 5530.286828243371 50 TARGET 1 50 100 0.0 0.0005 5 7147 -4 5433.766756102694 5467.501612807765 50 TARGET 1 50 100 0.0 0.0005 5 7147 -5 5402.868379432344 5893.139855587121 50 TARGET 1 50 100 0.0 0.0005 5 7147 -6 5376.966601233691 5763.412198153409 50 TARGET 1 50 100 0.0 0.0005 5 7147 -7 5355.533341224747 5564.604699337121 50 TARGET 1 50 100 0.0 0.0005 5 7147 -8 5325.50925268308 5262.209073153409 50 TARGET 1 50 100 0.0 0.0005 5 7147 -9 5303.97335825705 5278.146439985795 50 TARGET 1 50 100 0.0 0.0005 5 7147 -10 5274.379493173927 5269.145714962121 50 TARGET 1 50 100 0.0 0.0005 5 7147 -11 5256.702283249158 5237.210345643939 50 TARGET 1 50 100 0.0 0.0005 5 7147 -12 5228.426210345644 5187.197102864583 50 TARGET 1 50 100 0.0 0.0005 5 7147 -13 5211.5772388599535 5138.011970288826 50 TARGET 1 50 100 0.0 0.0005 5 7147 -14 5189.873114280829 5099.924908262311 50 TARGET 1 50 100 0.0 0.0005 5 7147 -15 5170.834595959596 5105.226103811553 50 TARGET 1 50 100 0.0 0.0005 5 7147 -16 5156.2078286116375 5117.162109375 50 TARGET 1 50 100 0.0 0.0005 5 7147 -17 5112.077643294929 5134.686286695076 50 TARGET 1 50 100 0.0 0.0005 5 7147 -18 5108.978670165194 5044.546653053977 50 TARGET 1 50 100 0.0 0.0005 5 7147 -19 5084.530691024832 5009.250399502841 50 TARGET 1 50 100 0.0 0.0005 5 7147 -20 5061.573756773464 5109.315444483902 50 TARGET 1 50 100 0.0 0.0005 5 7147 -21 5050.265230429293 5069.119111032197 50 TARGET 1 50 100 0.0 0.0005 5 7147 -22 5036.813192142782 5118.617808948864 50 TARGET 1 50 100 0.0 0.0005 5 7147 -23 5029.061296559344 4936.348425662879 50 TARGET 1 50 100 0.0 0.0005 5 7147 -24 5000.041454584912 4969.399562026515 50 TARGET 1 50 100 0.0 0.0005 5 7147 -25 4971.959755431923 5033.868193655303 50 TARGET 1 50 100 0.0 0.0005 5 7147 -26 4965.180184001473 4989.374378551136 50 TARGET 1 50 100 0.0 0.0005 5 7147 -27 4954.457534327652 4983.492365056818 50 TARGET 1 50 100 0.0 0.0005 5 7147 -28 4946.007016782408 4979.824174360795 50 TARGET 1 50 100 0.0 0.0005 5 7147 -29 4919.409929371844 4911.995146780303 50 TARGET 1 50 100 0.0 0.0005 5 7147 -30 4912.439803306503 5042.18232125947 50 TARGET 1 50 100 0.0 0.0005 5 7147 -31 4884.237977101747 4964.481904000947 50 TARGET 1 50 100 0.0 0.0005 5 7147 -32 4896.475758562185 4905.128003669508 50 TARGET 1 50 100 0.0 0.0005 5 7147 -33 4885.391170822812 4903.442308830492 50 TARGET 1 50 100 0.0 0.0005 5 7147 -34 4865.01239609638 4961.836115056818 50 TARGET 1 50 100 0.0 0.0005 5 7147 -35 4840.952631786616 4866.749422940341 50 TARGET 1 50 100 0.0 0.0005 5 7147 -36 4846.479901554609 4842.148807410038 50 TARGET 1 50 100 0.0 0.0005 5 7147 -37 4842.607499145097 4804.501390861742 50 TARGET 1 50 100 0.0 0.0005 5 7147 -38 4824.291281960227 4761.557469223485 50 TARGET 1 50 100 0.0 0.0005 5 7147 -39 4811.91155697601 4870.893569483902 50 TARGET 1 50 100 0.0 0.0005 5 7147 -40 4795.628237123842 4855.174523555871 50 TARGET 1 50 100 0.0 0.0005 5 7147 -41 4791.232900291982 4846.301313920455 50 TARGET 1 50 100 0.0 0.0005 5 7147 -42 4775.3180502946125 4782.782374526515 50 TARGET 1 50 100 0.0 0.0005 5 7147 -43 4792.037822890362 4804.698404947917 50 TARGET 1 50 100 0.0 0.0005 5 7147 -44 4756.171888152357 4717.733916311553 50 TARGET 1 50 100 0.0 0.0005 5 7147 -45 4749.948544691709 4813.520226680871 50 TARGET 1 50 100 0.0 0.0005 5 7147 -46 4742.02609263205 4811.628447561553 50 TARGET 1 50 100 0.0 0.0005 5 7147 -47 4743.862230705492 4788.750029592803 50 TARGET 1 50 100 0.0 0.0005 5 7147 -48 4731.526381983902 4808.150168678977 50 TARGET 1 50 100 0.0 0.0005 5 7147 -49 4705.957693799979 4765.261555989583 50 TARGET 1 50 100 0.0 0.0005 5 7147 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_50bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_50bs_50e_1k_TARGET.tsv deleted file mode 100644 index 69b015e31..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0005lr_50bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5535.796064486006 5561.949425899621 50 TARGET 1 50 100 1.0 0.0005 5 4805 -1 5505.109509811658 5568.66728811553 50 TARGET 1 50 100 1.0 0.0005 5 4805 -2 5474.764845722853 5515.810620857008 50 TARGET 1 50 100 1.0 0.0005 5 4805 -3 5451.530247132786 5467.532507694129 50 TARGET 1 50 100 1.0 0.0005 5 4805 -4 5421.863317418982 5568.794714725379 50 TARGET 1 50 100 1.0 0.0005 5 4805 -5 5387.097182765152 5544.036339962121 50 TARGET 1 50 100 1.0 0.0005 5 4805 -6 5371.026771622474 5557.135993726326 50 TARGET 1 50 100 1.0 0.0005 5 4805 -7 5346.194118923611 5705.070726799242 50 TARGET 1 50 100 1.0 0.0005 5 4805 -8 5303.878187802504 5496.927645596591 50 TARGET 1 50 100 1.0 0.0005 5 4805 -9 5287.422057488952 5339.997573390152 50 TARGET 1 50 100 1.0 0.0005 5 4805 -10 5245.434478246002 5283.521321614583 50 TARGET 1 50 100 1.0 0.0005 5 4805 -11 5236.740089699074 5303.665645714962 50 TARGET 1 50 100 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0.0005 5 4805 -25 4966.615880484533 5026.519575639205 50 TARGET 1 50 100 1.0 0.0005 5 4805 -26 4946.751122882471 4972.666385535038 50 TARGET 1 50 100 1.0 0.0005 5 4805 -27 4898.118530684449 4977.971590909091 50 TARGET 1 50 100 1.0 0.0005 5 4805 -28 4926.917921072706 5063.471176609848 50 TARGET 1 50 100 1.0 0.0005 5 4805 -29 4889.999656394676 5003.101236979167 50 TARGET 1 50 100 1.0 0.0005 5 4805 -30 4874.978775384049 4976.560931581439 50 TARGET 1 50 100 1.0 0.0005 5 4805 -31 4866.922739767467 4921.100867069129 50 TARGET 1 50 100 1.0 0.0005 5 4805 -32 4861.202761666141 4912.888790246212 50 TARGET 1 50 100 1.0 0.0005 5 4805 -33 4834.131150370897 4935.008049242424 50 TARGET 1 50 100 1.0 0.0005 5 4805 -34 4847.184022845644 4965.175662878788 50 TARGET 1 50 100 1.0 0.0005 5 4805 -35 4814.535697140677 4838.226636482008 50 TARGET 1 50 100 1.0 0.0005 5 4805 -36 4818.757117069129 4833.466545336174 50 TARGET 1 50 100 1.0 0.0005 5 4805 -37 4786.947947903514 4891.078051017992 50 TARGET 1 50 100 1.0 0.0005 5 4805 -38 4802.496769452336 4960.054939038826 50 TARGET 1 50 100 1.0 0.0005 5 4805 -39 4782.005325060501 4951.981415719697 50 TARGET 1 50 100 1.0 0.0005 5 4805 -40 4777.576157078598 4815.322369199811 50 TARGET 1 50 100 1.0 0.0005 5 4805 -41 4754.30300893045 4838.124112215909 50 TARGET 1 50 100 1.0 0.0005 5 4805 -42 4760.781600181503 4811.961603338068 50 TARGET 1 50 100 1.0 0.0005 5 4805 -43 4725.814027317445 4792.949248342803 50 TARGET 1 50 100 1.0 0.0005 5 4805 -44 4731.888768873632 4792.32158499053 50 TARGET 1 50 100 1.0 0.0005 5 4805 -45 4708.541862307976 4766.402758049242 50 TARGET 1 50 100 1.0 0.0005 5 4805 -46 4701.524121422559 4797.310709635417 50 TARGET 1 50 100 1.0 0.0005 5 4805 -47 4711.182082873001 4785.514618844697 50 TARGET 1 50 100 1.0 0.0005 5 4805 -48 4687.491884995791 4756.510209517045 50 TARGET 1 50 100 1.0 0.0005 5 4805 -49 4696.670170125736 4716.842462713068 50 TARGET 1 50 100 1.0 0.0005 5 4805 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_25bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_25bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index fb7cb55ae..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_25bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5484.908582077283 5820.07978219697 25 TARGET 1 100 100 0.5 0.0015 5 4789 -1 5336.584084661721 6868.203598484848 25 TARGET 1 100 100 0.5 0.0015 5 4789 -2 5197.847117825389 5355.038100733902 25 TARGET 1 100 100 0.5 0.0015 5 4789 -3 5082.420366589068 5093.115263967803 25 TARGET 1 100 100 0.5 0.0015 5 4789 -4 4981.514043429082 5006.160859079072 25 TARGET 1 100 100 0.5 0.0015 5 4789 -5 4877.45967240767 4797.206528172348 25 TARGET 1 100 100 0.5 0.0015 5 4789 -6 4817.54756303267 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4549.020961568813 4473.969541607481 25 TARGET 1 100 100 0.5 0.0015 5 4789 -20 4540.148310908565 4478.849794330019 25 TARGET 1 100 100 0.5 0.0015 5 4789 -21 4544.462524003051 4426.130748401989 25 TARGET 1 100 100 0.5 0.0015 5 4789 -22 4522.637710930924 4438.530221650095 25 TARGET 1 100 100 0.5 0.0015 5 4789 -23 4519.512562144886 4393.32958984375 25 TARGET 1 100 100 0.5 0.0015 5 4789 -24 4505.1111785169405 4392.500362511837 25 TARGET 1 100 100 0.5 0.0015 5 4789 -25 4498.474755694971 4336.853397253788 25 TARGET 1 100 100 0.5 0.0015 5 4789 -26 4493.989007095696 4367.380452473958 25 TARGET 1 100 100 0.5 0.0015 5 4789 -27 4462.614367963489 4342.098581025095 25 TARGET 1 100 100 0.5 0.0015 5 4789 -28 4472.928487347433 4351.431174538352 25 TARGET 1 100 100 0.5 0.0015 5 4789 -29 4476.302933304398 4315.886859315814 25 TARGET 1 100 100 0.5 0.0015 5 4789 -30 4470.097405533196 4350.894176136364 25 TARGET 1 100 100 0.5 0.0015 5 4789 -31 4472.631125710227 4341.558919270833 25 TARGET 1 100 100 0.5 0.0015 5 4789 -32 4446.778137823548 4308.93290571733 25 TARGET 1 100 100 0.5 0.0015 5 4789 -33 4457.0328825363 4314.014759410511 25 TARGET 1 100 100 0.5 0.0015 5 4789 -34 4455.70882736874 4346.641956676136 25 TARGET 1 100 100 0.5 0.0015 5 4789 -35 4464.272987031776 4339.078450520833 25 TARGET 1 100 100 0.5 0.0015 5 4789 -36 4432.616176412563 4297.358169093277 25 TARGET 1 100 100 0.5 0.0015 5 4789 -37 4444.533887869581 4339.40292820786 25 TARGET 1 100 100 0.5 0.0015 5 4789 -38 4436.057105889626 4323.163470643939 25 TARGET 1 100 100 0.5 0.0015 5 4789 -39 4441.687926629577 4290.299235026042 25 TARGET 1 100 100 0.5 0.0015 5 4789 -40 4427.918503886522 4298.053622159091 25 TARGET 1 100 100 0.5 0.0015 5 4789 -41 4429.654649522569 4293.929280598958 25 TARGET 1 100 100 0.5 0.0015 5 4789 -42 4438.67864681976 4288.000843394886 25 TARGET 1 100 100 0.5 0.0015 5 4789 -43 4429.878541272096 4280.578280362216 25 TARGET 1 100 100 0.5 0.0015 5 4789 -44 4427.807115753893 4282.363984079072 25 TARGET 1 100 100 0.5 0.0015 5 4789 -45 4421.164821226589 4282.137258818655 25 TARGET 1 100 100 0.5 0.0015 5 4789 -46 4416.470987544718 4283.830973307292 25 TARGET 1 100 100 0.5 0.0015 5 4789 -47 4412.662664240057 4273.594341856061 25 TARGET 1 100 100 0.5 0.0015 5 4789 -48 4419.567978778672 4274.461041074811 25 TARGET 1 100 100 0.5 0.0015 5 4789 -49 4414.347766400989 4278.253921046402 25 TARGET 1 100 100 0.5 0.0015 5 4789 -50 4423.606612183028 4286.620664654356 25 TARGET 1 100 100 0.5 0.0015 5 4789 -51 4417.266299880313 4254.904866536458 25 TARGET 1 100 100 0.5 0.0015 5 4789 -52 4415.622563525884 4287.436737985322 25 TARGET 1 100 100 0.5 0.0015 5 4789 -53 4407.478793468539 4279.195793383049 25 TARGET 1 100 100 0.5 0.0015 5 4789 -54 4403.948139434711 4293.017444957386 25 TARGET 1 100 100 0.5 0.0015 5 4789 -55 4400.223523483533 4272.795558120265 25 TARGET 1 100 100 0.5 0.0015 5 4789 -56 4403.518027771202 4260.25722804214 25 TARGET 1 100 100 0.5 0.0015 5 4789 -57 4400.507194339226 4276.008863044508 25 TARGET 1 100 100 0.5 0.0015 5 4789 -58 4396.232109506524 4279.129631273674 25 TARGET 1 100 100 0.5 0.0015 5 4789 -59 4402.829671223958 4276.357377485795 25 TARGET 1 100 100 0.5 0.0015 5 4789 -60 4406.116647431345 4268.129549893466 25 TARGET 1 100 100 0.5 0.0015 5 4789 -61 4405.4989626078495 4263.428681344697 25 TARGET 1 100 100 0.5 0.0015 5 4789 -62 4397.802807534985 4262.326423413826 25 TARGET 1 100 100 0.5 0.0015 5 4789 -63 4391.372928503788 4246.532870205966 25 TARGET 1 100 100 0.5 0.0015 5 4789 -64 4395.338280263573 4268.534068714489 25 TARGET 1 100 100 0.5 0.0015 5 4789 -65 4393.774155125473 4260.745679450758 25 TARGET 1 100 100 0.5 0.0015 5 4789 -66 4389.102890066025 4241.108746152936 25 TARGET 1 100 100 0.5 0.0015 5 4789 -67 4390.76386094013 4296.631628787879 25 TARGET 1 100 100 0.5 0.0015 5 4789 -68 4396.109286221591 4258.198397549716 25 TARGET 1 100 100 0.5 0.0015 5 4789 -69 4395.262233335964 4267.318795868845 25 TARGET 1 100 100 0.5 0.0015 5 4789 -70 4381.690603134207 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4383.622983579283 4230.198390151515 25 TARGET 1 100 100 0.5 0.0015 5 4789 -84 4378.023933179451 4223.461189038826 25 TARGET 1 100 100 0.5 0.0015 5 4789 -85 4375.906391387836 4240.832845052083 25 TARGET 1 100 100 0.5 0.0015 5 4789 -86 4365.16312868266 4237.262347597064 25 TARGET 1 100 100 0.5 0.0015 5 4789 -87 4362.7519514809555 4243.989901455966 25 TARGET 1 100 100 0.5 0.0015 5 4789 -88 4370.992822101221 4236.951519590436 25 TARGET 1 100 100 0.5 0.0015 5 4789 -89 4376.15764003972 4241.181130149148 25 TARGET 1 100 100 0.5 0.0015 5 4789 -90 4366.193222097275 4245.51327977036 25 TARGET 1 100 100 0.5 0.0015 5 4789 -91 4367.640751591435 4242.086492365057 25 TARGET 1 100 100 0.5 0.0015 5 4789 -92 4353.455293494844 4229.17411665483 25 TARGET 1 100 100 0.5 0.0015 5 4789 -93 4373.273597794349 4265.482584635417 25 TARGET 1 100 100 0.5 0.0015 5 4789 -94 4364.682799676452 4241.179791074811 25 TARGET 1 100 100 0.5 0.0015 5 4789 -95 4359.581104008838 4219.870753432765 25 TARGET 1 100 100 0.5 0.0015 5 4789 -96 4365.148688216804 4236.397882634943 25 TARGET 1 100 100 0.5 0.0015 5 4789 -97 4358.914116753473 4232.417014382102 25 TARGET 1 100 100 0.5 0.0015 5 4789 -98 4366.623619002526 4232.869414358428 25 TARGET 1 100 100 0.5 0.0015 5 4789 -99 4359.680850661563 4230.530983664773 25 TARGET 1 100 100 0.5 0.0015 5 4789 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_25bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_25bs_100e_0k_TARGET.tsv deleted file mode 100644 index 043a9fcfb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_25bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5488.856681232902 6357.26494436553 25 TARGET 1 100 100 0.0 0.0015 5 9979 -1 5356.79718161432 5459.973492246686 25 TARGET 1 100 100 0.0 0.0015 5 9979 -2 5232.683983388573 9772.946614583334 25 TARGET 1 100 100 0.0 0.0015 5 9979 -3 5143.086025456387 5722.820379083807 25 TARGET 1 100 100 0.0 0.0015 5 9979 -4 5061.4729242292715 5348.973869554924 25 TARGET 1 100 100 0.0 0.0015 5 9979 -5 5002.621651903146 5135.972863399621 25 TARGET 1 100 100 0.0 0.0015 5 9979 -6 4923.74383401068 4899.559836647727 25 TARGET 1 100 100 0.0 0.0015 5 9979 -7 4871.997686007207 4927.595126065341 25 TARGET 1 100 100 0.0 0.0015 5 9979 -8 4845.980352844855 4777.160903468277 25 TARGET 1 100 100 0.0 0.0015 5 9979 -9 4807.602916370739 4835.408077355587 25 TARGET 1 100 100 0.0 0.0015 5 9979 -10 4759.056079183765 4784.6259765625 25 TARGET 1 100 100 0.0 0.0015 5 9979 -11 4720.2964475484005 4667.952385179924 25 TARGET 1 100 100 0.0 0.0015 5 9979 -12 4679.443225385364 4675.772505326705 25 TARGET 1 100 100 0.0 0.0015 5 9979 -13 4647.989704170613 4697.113118489583 25 TARGET 1 100 100 0.0 0.0015 5 9979 -14 4617.772351608533 4697.087809244792 25 TARGET 1 100 100 0.0 0.0015 5 9979 -15 4605.568367595223 4614.538707386364 25 TARGET 1 100 100 0.0 0.0015 5 9979 -16 4587.276189630682 4723.651618726326 25 TARGET 1 100 100 0.0 0.0015 5 9979 -17 4574.81849829677 4603.466397372159 25 TARGET 1 100 100 0.0 0.0015 5 9979 -18 4575.574089692498 4546.175115411932 25 TARGET 1 100 100 0.0 0.0015 5 9979 -19 4541.716814959491 4570.329523259943 25 TARGET 1 100 100 0.0 0.0015 5 9979 -20 4540.226045447969 4551.544981060606 25 TARGET 1 100 100 0.0 0.0015 5 9979 -21 4544.001228101326 4544.31620649858 25 TARGET 1 100 100 0.0 0.0015 5 9979 -22 4527.601509890573 4498.416607481061 25 TARGET 1 100 100 0.0 0.0015 5 9979 -23 4528.109114418929 4490.155687736742 25 TARGET 1 100 100 0.0 0.0015 5 9979 -24 4522.795376453336 4484.633478338068 25 TARGET 1 100 100 0.0 0.0015 5 9979 -25 4506.132974438395 4475.050041429924 25 TARGET 1 100 100 0.0 0.0015 5 9979 -26 4510.619850852273 4445.26943507339 25 TARGET 1 100 100 0.0 0.0015 5 9979 -27 4499.697707050978 4458.025028113163 25 TARGET 1 100 100 0.0 0.0015 5 9979 -28 4483.179834641993 4483.163041548295 25 TARGET 1 100 100 0.0 0.0015 5 9979 -29 4504.116079413931 4449.351488517992 25 TARGET 1 100 100 0.0 0.0015 5 9979 -30 4490.011470499264 4425.751087535511 25 TARGET 1 100 100 0.0 0.0015 5 9979 -31 4494.828496554082 4463.488525390625 25 TARGET 1 100 100 0.0 0.0015 5 9979 -32 4460.911584102746 4471.416540897254 25 TARGET 1 100 100 0.0 0.0015 5 9979 -33 4477.868360525831 4493.908469460227 25 TARGET 1 100 100 0.0 0.0015 5 9979 -34 4470.807750355114 4431.912190755208 25 TARGET 1 100 100 0.0 0.0015 5 9979 -35 4473.800704801925 4456.536347360322 25 TARGET 1 100 100 0.0 0.0015 5 9979 -36 4471.139160978272 4426.997773141572 25 TARGET 1 100 100 0.0 0.0015 5 9979 -37 4449.252986407039 4447.28271484375 25 TARGET 1 100 100 0.0 0.0015 5 9979 -38 4469.411686855535 4455.810213955966 25 TARGET 1 100 100 0.0 0.0015 5 9979 -39 4452.329189518887 4413.721442945076 25 TARGET 1 100 100 0.0 0.0015 5 9979 -40 4460.615560717855 4415.324943773674 25 TARGET 1 100 100 0.0 0.0015 5 9979 -41 4453.713075580019 4430.012081261837 25 TARGET 1 100 100 0.0 0.0015 5 9979 -42 4446.230813177346 4432.096620501894 25 TARGET 1 100 100 0.0 0.0015 5 9979 -43 4451.549227627841 4441.906087239583 25 TARGET 1 100 100 0.0 0.0015 5 9979 -44 4453.25800485322 4420.446466619318 25 TARGET 1 100 100 0.0 0.0015 5 9979 -45 4433.462540443497 4403.52998490767 25 TARGET 1 100 100 0.0 0.0015 5 9979 -46 4440.93155513468 4472.848743785511 25 TARGET 1 100 100 0.0 0.0015 5 9979 -47 4448.733417344013 4443.906220407197 25 TARGET 1 100 100 0.0 0.0015 5 9979 -48 4430.35288842198 4381.676165956439 25 TARGET 1 100 100 0.0 0.0015 5 9979 -49 4447.780467434764 4451.317515980114 25 TARGET 1 100 100 0.0 0.0015 5 9979 -50 4437.167423749211 4407.94443211411 25 TARGET 1 100 100 0.0 0.0015 5 9979 -51 4430.748297591804 4398.678681344697 25 TARGET 1 100 100 0.0 0.0015 5 9979 -52 4436.348430595012 4400.834901751894 25 TARGET 1 100 100 0.0 0.0015 5 9979 -53 4434.9355707136465 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4411.390859276357 4383.295269590436 25 TARGET 1 100 100 0.0 0.0015 5 9979 -67 4409.537520386153 4373.157100793087 25 TARGET 1 100 100 0.0 0.0015 5 9979 -68 4401.904567320339 4382.964614405777 25 TARGET 1 100 100 0.0 0.0015 5 9979 -69 4406.710891466751 4369.161007043087 25 TARGET 1 100 100 0.0 0.0015 5 9979 -70 4401.055041791614 4414.296490293561 25 TARGET 1 100 100 0.0 0.0015 5 9979 -71 4402.105476970223 4384.852161754261 25 TARGET 1 100 100 0.0 0.0015 5 9979 -72 4400.239775686553 4389.188876065341 25 TARGET 1 100 100 0.0 0.0015 5 9979 -73 4398.246643682923 4373.383093631629 25 TARGET 1 100 100 0.0 0.0015 5 9979 -74 4411.7141762678875 4359.364117246686 25 TARGET 1 100 100 0.0 0.0015 5 9979 -75 4391.918215356692 4371.556751598011 25 TARGET 1 100 100 0.0 0.0015 5 9979 -76 4401.713394524674 4366.528172348485 25 TARGET 1 100 100 0.0 0.0015 5 9979 -77 4390.884546967067 4387.815969756155 25 TARGET 1 100 100 0.0 0.0015 5 9979 -78 4390.803863011627 4379.85390772964 25 TARGET 1 100 100 0.0 0.0015 5 9979 -79 4392.791269629893 4347.746670809659 25 TARGET 1 100 100 0.0 0.0015 5 9979 -80 4386.1004026265255 4364.984404592803 25 TARGET 1 100 100 0.0 0.0015 5 9979 -81 4385.564009232955 4370.27021928267 25 TARGET 1 100 100 0.0 0.0015 5 9979 -82 4381.712061204493 4360.606082800663 25 TARGET 1 100 100 0.0 0.0015 5 9979 -83 4380.872293902567 4406.933475378788 25 TARGET 1 100 100 0.0 0.0015 5 9979 -84 4384.245775627367 4375.446074514678 25 TARGET 1 100 100 0.0 0.0015 5 9979 -85 4379.820102884312 4354.194150982481 25 TARGET 1 100 100 0.0 0.0015 5 9979 -86 4374.812538635048 4355.060428503788 25 TARGET 1 100 100 0.0 0.0015 5 9979 -87 4379.142890493476 4348.310199159564 25 TARGET 1 100 100 0.0 0.0015 5 9979 -88 4374.409524114846 4354.14863725142 25 TARGET 1 100 100 0.0 0.0015 5 9979 -89 4370.598590889363 4366.493386008523 25 TARGET 1 100 100 0.0 0.0015 5 9979 -90 4375.056329078546 4362.596590909091 25 TARGET 1 100 100 0.0 0.0015 5 9979 -91 4372.446229054872 4350.810317530777 25 TARGET 1 100 100 0.0 0.0015 5 9979 -92 4368.251948192866 4354.796623461174 25 TARGET 1 100 100 0.0 0.0015 5 9979 -93 4373.088992956913 4351.638242779356 25 TARGET 1 100 100 0.0 0.0015 5 9979 -94 4365.711260554766 4334.49775834517 25 TARGET 1 100 100 0.0 0.0015 5 9979 -95 4368.387687092277 4358.432602391098 25 TARGET 1 100 100 0.0 0.0015 5 9979 -96 4366.330117582071 4357.742009943182 25 TARGET 1 100 100 0.0 0.0015 5 9979 -97 4372.328584510469 4348.266786517519 25 TARGET 1 100 100 0.0 0.0015 5 9979 -98 4365.571671302872 4351.458340731534 25 TARGET 1 100 100 0.0 0.0015 5 9979 -99 4363.914714363689 4361.27949662642 25 TARGET 1 100 100 0.0 0.0015 5 9979 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_25bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_25bs_100e_1k_TARGET.tsv deleted file mode 100644 index 8aaf90392..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_25bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5485.191102101747 9548.522431344696 25 TARGET 1 100 100 1.0 0.0015 5 6743 -1 5346.956906302609 6002.553488991477 25 TARGET 1 100 100 1.0 0.0015 5 6743 -2 5203.30431676794 5364.143680456913 25 TARGET 1 100 100 1.0 0.0015 5 6743 -3 5113.580070726799 5084.687152284564 25 TARGET 1 100 100 1.0 0.0015 5 6743 -4 5023.529447305082 4976.72079930161 25 TARGET 1 100 100 1.0 0.0015 5 6743 -5 4917.147757687552 4818.953850023674 25 TARGET 1 100 100 1.0 0.0015 5 6743 -6 4874.338141341804 4817.175426136364 25 TARGET 1 100 100 1.0 0.0015 5 6743 -7 4806.377407703336 4757.469704367898 25 TARGET 1 100 100 1.0 0.0015 5 6743 -8 4756.621207189079 4791.699633049242 25 TARGET 1 100 100 1.0 0.0015 5 6743 -9 4703.182950106534 4717.64785304214 25 TARGET 1 100 100 1.0 0.0015 5 6743 -10 4673.654436618792 4634.411184599905 25 TARGET 1 100 100 1.0 0.0015 5 6743 -11 4648.137544882418 4635.612571022727 25 TARGET 1 100 100 1.0 0.0015 5 6743 -12 4631.418808034775 4646.077510949337 25 TARGET 1 100 100 1.0 0.0015 5 6743 -13 4614.313423953073 4594.951201467803 25 TARGET 1 100 100 1.0 0.0015 5 6743 -14 4585.850733901515 4529.620102391098 25 TARGET 1 100 100 1.0 0.0015 5 6743 -15 4569.290707366635 4513.23467092803 25 TARGET 1 100 100 1.0 0.0015 5 6743 -16 4566.043356744529 4615.640632398201 25 TARGET 1 100 100 1.0 0.0015 5 6743 -17 4549.190974688289 4492.807668974905 25 TARGET 1 100 100 1.0 0.0015 5 6743 -18 4530.529797486584 4460.669367009943 25 TARGET 1 100 100 1.0 0.0015 5 6743 -19 4537.358998513783 4418.071044921875 25 TARGET 1 100 100 1.0 0.0015 5 6743 -20 4520.210134384207 4425.189120205966 25 TARGET 1 100 100 1.0 0.0015 5 6743 -21 4512.426597518151 4423.361061789773 25 TARGET 1 100 100 1.0 0.0015 5 6743 -22 4505.175616845539 4445.197095466383 25 TARGET 1 100 100 1.0 0.0015 5 6743 -23 4497.57100382076 4403.071237275095 25 TARGET 1 100 100 1.0 0.0015 5 6743 -24 4498.365203960175 4408.842603278883 25 TARGET 1 100 100 1.0 0.0015 5 6743 -25 4493.071268511942 4418.618297230114 25 TARGET 1 100 100 1.0 0.0015 5 6743 -26 4485.799644393151 4379.141912286932 25 TARGET 1 100 100 1.0 0.0015 5 6743 -27 4485.654153843118 4399.737482244318 25 TARGET 1 100 100 1.0 0.0015 5 6743 -28 4479.299164332123 4390.181218927557 25 TARGET 1 100 100 1.0 0.0015 5 6743 -29 4477.610126328388 4393.038936730587 25 TARGET 1 100 100 1.0 0.0015 5 6743 -30 4473.1543248237585 4375.959679805871 25 TARGET 1 100 100 1.0 0.0015 5 6743 -31 4472.656473590067 4371.724683357008 25 TARGET 1 100 100 1.0 0.0015 5 6743 -32 4463.096251413878 4369.106415719697 25 TARGET 1 100 100 1.0 0.0015 5 6743 -33 4452.932924623842 4387.034623579545 25 TARGET 1 100 100 1.0 0.0015 5 6743 -34 4458.010946049032 4349.317249644886 25 TARGET 1 100 100 1.0 0.0015 5 6743 -35 4449.004204644098 4356.95781545928 25 TARGET 1 100 100 1.0 0.0015 5 6743 -36 4443.727471656671 4361.80644827178 25 TARGET 1 100 100 1.0 0.0015 5 6743 -37 4453.530265217277 4381.149761777936 25 TARGET 1 100 100 1.0 0.0015 5 6743 -38 4424.580285274621 4388.129268761837 25 TARGET 1 100 100 1.0 0.0015 5 6743 -39 4446.286718914404 4331.80146188447 25 TARGET 1 100 100 1.0 0.0015 5 6743 -40 4436.224377564709 4384.734996448864 25 TARGET 1 100 100 1.0 0.0015 5 6743 -41 4429.266813644255 4353.015410452178 25 TARGET 1 100 100 1.0 0.0015 5 6743 -42 4427.451748112637 4354.317893288352 25 TARGET 1 100 100 1.0 0.0015 5 6743 -43 4435.96632996633 4346.933815696023 25 TARGET 1 100 100 1.0 0.0015 5 6743 -44 4422.720532966383 4363.309185606061 25 TARGET 1 100 100 1.0 0.0015 5 6743 -45 4417.618136935764 4344.418997099905 25 TARGET 1 100 100 1.0 0.0015 5 6743 -46 4415.801336937079 4328.893051609848 25 TARGET 1 100 100 1.0 0.0015 5 6743 -47 4415.589229699337 4341.815851384943 25 TARGET 1 100 100 1.0 0.0015 5 6743 -48 4416.678883562185 4351.953672466856 25 TARGET 1 100 100 1.0 0.0015 5 6743 -49 4415.148992365057 4368.495871803977 25 TARGET 1 100 100 1.0 0.0015 5 6743 -50 4412.274585865162 4354.506414240057 25 TARGET 1 100 100 1.0 0.0015 5 6743 -51 4410.844493108165 4346.920151219223 25 TARGET 1 100 100 1.0 0.0015 5 6743 -52 4409.481564505734 4347.251916133996 25 TARGET 1 100 100 1.0 0.0015 5 6743 -53 4410.112007937448 4360.337653882576 25 TARGET 1 100 100 1.0 0.0015 5 6743 -54 4402.180811204493 4334.255023378314 25 TARGET 1 100 100 1.0 0.0015 5 6743 -55 4419.086376459912 4354.103752367424 25 TARGET 1 100 100 1.0 0.0015 5 6743 -56 4401.911274200336 4320.441250887784 25 TARGET 1 100 100 1.0 0.0015 5 6743 -57 4396.094150324863 4342.309407552083 25 TARGET 1 100 100 1.0 0.0015 5 6743 -58 4406.620131161879 4337.65155954072 25 TARGET 1 100 100 1.0 0.0015 5 6743 -59 4399.527472807502 4333.36103959517 25 TARGET 1 100 100 1.0 0.0015 5 6743 -60 4389.886290476378 4328.90683445786 25 TARGET 1 100 100 1.0 0.0015 5 6743 -61 4395.929920954335 4346.240263967803 25 TARGET 1 100 100 1.0 0.0015 5 6743 -62 4394.679070161248 4309.838356711648 25 TARGET 1 100 100 1.0 0.0015 5 6743 -63 4409.678288418035 4331.245265151515 25 TARGET 1 100 100 1.0 0.0015 5 6743 -64 4393.541401975484 4321.378721294981 25 TARGET 1 100 100 1.0 0.0015 5 6743 -65 4397.311531657723 4351.791762843277 25 TARGET 1 100 100 1.0 0.0015 5 6743 -66 4381.420043534301 4318.017940636837 25 TARGET 1 100 100 1.0 0.0015 5 6743 -67 4378.7509527238535 4301.228752367424 25 TARGET 1 100 100 1.0 0.0015 5 6743 -68 4383.178665726273 4332.87626509233 25 TARGET 1 100 100 1.0 0.0015 5 6743 -69 4385.173695779408 4330.445527047822 25 TARGET 1 100 100 1.0 0.0015 5 6743 -70 4394.633447923243 4306.659749348958 25 TARGET 1 100 100 1.0 0.0015 5 6743 -71 4387.734305950126 4356.411732066761 25 TARGET 1 100 100 1.0 0.0015 5 6743 -72 4373.4226608533245 4311.403261126894 25 TARGET 1 100 100 1.0 0.0015 5 6743 -73 4372.421738544297 4342.386696555398 25 TARGET 1 100 100 1.0 0.0015 5 6743 -74 4385.300237893255 4306.834457859848 25 TARGET 1 100 100 1.0 0.0015 5 6743 -75 4385.40116743608 4345.384107185133 25 TARGET 1 100 100 1.0 0.0015 5 6743 -76 4370.476955426662 4317.048458214962 25 TARGET 1 100 100 1.0 0.0015 5 6743 -77 4376.838230942235 4297.953724254261 25 TARGET 1 100 100 1.0 0.0015 5 6743 -78 4378.979838258891 4299.225941051136 25 TARGET 1 100 100 1.0 0.0015 5 6743 -79 4371.835648148148 4305.345843690814 25 TARGET 1 100 100 1.0 0.0015 5 6743 -80 4373.282543041088 4304.796475497159 25 TARGET 1 100 100 1.0 0.0015 5 6743 -81 4374.902518840751 4305.9921875 25 TARGET 1 100 100 1.0 0.0015 5 6743 -82 4365.194024391046 4309.022409150095 25 TARGET 1 100 100 1.0 0.0015 5 6743 -83 4383.198844729851 4308.422252308239 25 TARGET 1 100 100 1.0 0.0015 5 6743 -84 4372.07635025384 4301.866884173769 25 TARGET 1 100 100 1.0 0.0015 5 6743 -85 4369.569795447969 4302.971413352273 25 TARGET 1 100 100 1.0 0.0015 5 6743 -86 4365.750874631734 4307.970007694129 25 TARGET 1 100 100 1.0 0.0015 5 6743 -87 4375.161718092382 4309.450128728693 25 TARGET 1 100 100 1.0 0.0015 5 6743 -88 4375.751523207334 4296.112467447917 25 TARGET 1 100 100 1.0 0.0015 5 6743 -89 4372.009805082071 4317.706594756155 25 TARGET 1 100 100 1.0 0.0015 5 6743 -90 4375.528611308397 4295.485987807765 25 TARGET 1 100 100 1.0 0.0015 5 6743 -91 4360.611861617477 4328.310095584754 25 TARGET 1 100 100 1.0 0.0015 5 6743 -92 4365.073852128051 4305.761400627367 25 TARGET 1 100 100 1.0 0.0015 5 6743 -93 4369.184331104009 4287.937233664773 25 TARGET 1 100 100 1.0 0.0015 5 6743 -94 4361.856893314657 4285.864753491951 25 TARGET 1 100 100 1.0 0.0015 5 6743 -95 4357.983019485217 4302.370649857955 25 TARGET 1 100 100 1.0 0.0015 5 6743 -96 4357.5916472669405 4309.619599313447 25 TARGET 1 100 100 1.0 0.0015 5 6743 -97 4356.990113537721 4297.7607421875 25 TARGET 1 100 100 1.0 0.0015 5 6743 -98 4354.582270458491 4286.315222537879 25 TARGET 1 100 100 1.0 0.0015 5 6743 -99 4361.90915831492 4291.432572798295 25 TARGET 1 100 100 1.0 0.0015 5 6743 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_25bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_25bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index 4644c0ea9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_25bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5480.259720413773 8076.535725911458 25 TARGET 1 50 100 0.5 0.0015 5 6511 -1 5330.154266460175 6531.660030480587 25 TARGET 1 50 100 0.5 0.0015 5 6511 -2 5207.462384259259 7257.694861209754 25 TARGET 1 50 100 0.5 0.0015 5 6511 -3 5077.239930226747 5614.157958984375 25 TARGET 1 50 100 0.5 0.0015 5 6511 -4 5007.662038681082 5201.90009469697 25 TARGET 1 50 100 0.5 0.0015 5 6511 -5 4909.567206899726 5080.013516512784 25 TARGET 1 50 100 0.5 0.0015 5 6511 -6 4806.202726319181 5066.243001302083 25 TARGET 1 50 100 0.5 0.0015 5 6511 -7 4764.390701448075 4880.283521247633 25 TARGET 1 50 100 0.5 0.0015 5 6511 -8 4725.76901830808 4979.036569306345 25 TARGET 1 50 100 0.5 0.0015 5 6511 -9 4686.542424571233 4710.963053385417 25 TARGET 1 50 100 0.5 0.0015 5 6511 -10 4657.115152994792 4721.556307705966 25 TARGET 1 50 100 0.5 0.0015 5 6511 -11 4614.180338541667 4764.702266808712 25 TARGET 1 50 100 0.5 0.0015 5 6511 -12 4597.537146366004 4650.052845348011 25 TARGET 1 50 100 0.5 0.0015 5 6511 -13 4585.564739188762 4648.942959872159 25 TARGET 1 50 100 0.5 0.0015 5 6511 -14 4582.682013001105 4635.241980350379 25 TARGET 1 50 100 0.5 0.0015 5 6511 -15 4562.56500552399 4584.268813624527 25 TARGET 1 50 100 0.5 0.0015 5 6511 -16 4580.441176083754 4603.937581380208 25 TARGET 1 50 100 0.5 0.0015 5 6511 -17 4549.546416311553 4585.635039358428 25 TARGET 1 50 100 0.5 0.0015 5 6511 -18 4538.958659676189 4593.66435102983 25 TARGET 1 50 100 0.5 0.0015 5 6511 -19 4551.852510291719 4553.089814157197 25 TARGET 1 50 100 0.5 0.0015 5 6511 -20 4534.221008917298 4577.892881451231 25 TARGET 1 50 100 0.5 0.0015 5 6511 -21 4516.60755011048 4507.332275390625 25 TARGET 1 50 100 0.5 0.0015 5 6511 -22 4518.792547874579 4577.396351207386 25 TARGET 1 50 100 0.5 0.0015 5 6511 -23 4498.596401021938 4536.655229048295 25 TARGET 1 50 100 0.5 0.0015 5 6511 -24 4491.2601634837965 4502.569861209754 25 TARGET 1 50 100 0.5 0.0015 5 6511 -25 4482.166900943024 4516.068988222064 25 TARGET 1 50 100 0.5 0.0015 5 6511 -26 4485.413340764415 4479.898918383049 25 TARGET 1 50 100 0.5 0.0015 5 6511 -27 4451.2850617174345 4448.895640980114 25 TARGET 1 50 100 0.5 0.0015 5 6511 -28 4457.625618982796 4484.180005622633 25 TARGET 1 50 100 0.5 0.0015 5 6511 -29 4453.765347978483 4446.337750059186 25 TARGET 1 50 100 0.5 0.0015 5 6511 -30 4467.472490201494 4411.962394945549 25 TARGET 1 50 100 0.5 0.0015 5 6511 -31 4450.912433251789 4458.861098780777 25 TARGET 1 50 100 0.5 0.0015 5 6511 -32 4446.8042008627945 4459.04863577178 25 TARGET 1 50 100 0.5 0.0015 5 6511 -33 4443.481966474642 4449.289151278409 25 TARGET 1 50 100 0.5 0.0015 5 6511 -34 4425.356842349274 4424.522608901515 25 TARGET 1 50 100 0.5 0.0015 5 6511 -35 4442.67950912116 4420.285851680871 25 TARGET 1 50 100 0.5 0.0015 5 6511 -36 4440.316576408617 4423.305405125473 25 TARGET 1 50 100 0.5 0.0015 5 6511 -37 4433.2547627972435 4431.13076319839 25 TARGET 1 50 100 0.5 0.0015 5 6511 -38 4427.05449514678 4405.443721886837 25 TARGET 1 50 100 0.5 0.0015 5 6511 -39 4419.7555207018095 4453.178585168087 25 TARGET 1 50 100 0.5 0.0015 5 6511 -40 4428.787981540667 4460.092544093277 25 TARGET 1 50 100 0.5 0.0015 5 6511 -41 4425.554460621844 4419.669744318182 25 TARGET 1 50 100 0.5 0.0015 5 6511 -42 4420.74950103246 4433.467425722064 25 TARGET 1 50 100 0.5 0.0015 5 6511 -43 4420.867106941814 4419.707697088068 25 TARGET 1 50 100 0.5 0.0015 5 6511 -44 4410.98896188447 4407.761674360795 25 TARGET 1 50 100 0.5 0.0015 5 6511 -45 4416.897870304609 4426.99336381392 25 TARGET 1 50 100 0.5 0.0015 5 6511 -46 4425.334874625158 4413.732088955966 25 TARGET 1 50 100 0.5 0.0015 5 6511 -47 4403.22962042298 4401.077496152936 25 TARGET 1 50 100 0.5 0.0015 5 6511 -48 4400.141827618634 4432.157019412879 25 TARGET 1 50 100 0.5 0.0015 5 6511 -49 4406.1937531236845 4402.966715494792 25 TARGET 1 50 100 0.5 0.0015 5 6511 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_25bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_25bs_50e_0k_TARGET.tsv deleted file mode 100644 index 1de11b082..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_25bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5478.206429529671 7666.145744554924 25 TARGET 1 50 100 0.0 0.0015 5 9432 -1 5328.122492831965 10183.596960819128 25 TARGET 1 50 100 0.0 0.0015 5 9432 -2 5198.204813433817 5816.57246537642 25 TARGET 1 50 100 0.0 0.0015 5 9432 -3 5099.201042817498 5409.518073804451 25 TARGET 1 50 100 0.0 0.0015 5 9432 -4 5023.638276482271 5845.757412997159 25 TARGET 1 50 100 0.0 0.0015 5 9432 -5 4953.420974063552 5191.083755030777 25 TARGET 1 50 100 0.0 0.0015 5 9432 -6 4888.159818398832 5004.901988636364 25 TARGET 1 50 100 0.0 0.0015 5 9432 -7 4845.8820151383625 5073.276448567708 25 TARGET 1 50 100 0.0 0.0015 5 9432 -8 4819.851209030408 4867.352169152462 25 TARGET 1 50 100 0.0 0.0015 5 9432 -9 4788.307973123158 4813.162900982481 25 TARGET 1 50 100 0.0 0.0015 5 9432 -10 4761.0466546980215 4851.866521661932 25 TARGET 1 50 100 0.0 0.0015 5 9432 -11 4746.898130063658 4892.051439689867 25 TARGET 1 50 100 0.0 0.0015 5 9432 -12 4731.059982145675 4742.076105291193 25 TARGET 1 50 100 0.0 0.0015 5 9432 -13 4715.394611808186 4718.677120324337 25 TARGET 1 50 100 0.0 0.0015 5 9432 -14 4684.103711266309 4719.749400745739 25 TARGET 1 50 100 0.0 0.0015 5 9432 -15 4693.859621606692 4678.204153349905 25 TARGET 1 50 100 0.0 0.0015 5 9432 -16 4673.174510403514 4625.60605320786 25 TARGET 1 50 100 0.0 0.0015 5 9432 -17 4652.1318120988535 4685.323878432765 25 TARGET 1 50 100 0.0 0.0015 5 9432 -18 4653.98977815262 4636.914018110795 25 TARGET 1 50 100 0.0 0.0015 5 9432 -19 4632.645636870002 4615.185051195549 25 TARGET 1 50 100 0.0 0.0015 5 9432 -20 4638.541763665299 4605.832830255682 25 TARGET 1 50 100 0.0 0.0015 5 9432 -21 4611.919961332071 4671.015047940341 25 TARGET 1 50 100 0.0 0.0015 5 9432 -22 4610.070370863584 4610.86259321733 25 TARGET 1 50 100 0.0 0.0015 5 9432 -23 4590.150881372317 4600.05527195786 25 TARGET 1 50 100 0.0 0.0015 5 9432 -24 4593.243884154041 4577.965465198864 25 TARGET 1 50 100 0.0 0.0015 5 9432 -25 4581.896942241425 4582.414491595644 25 TARGET 1 50 100 0.0 0.0015 5 9432 -26 4572.906345354588 4616.158077355587 25 TARGET 1 50 100 0.0 0.0015 5 9432 -27 4572.102868693445 4577.348484848485 25 TARGET 1 50 100 0.0 0.0015 5 9432 -28 4562.456865201494 4581.457356770833 25 TARGET 1 50 100 0.0 0.0015 5 9432 -29 4555.811515217277 4575.685901988636 25 TARGET 1 50 100 0.0 0.0015 5 9432 -30 4549.23553322943 4560.724838719223 25 TARGET 1 50 100 0.0 0.0015 5 9432 -31 4537.345757378473 4561.285171046402 25 TARGET 1 50 100 0.0 0.0015 5 9432 -32 4527.805306482796 4553.0419921875 25 TARGET 1 50 100 0.0 0.0015 5 9432 -33 4532.855856744529 4540.675019235322 25 TARGET 1 50 100 0.0 0.0015 5 9432 -34 4535.816210608691 4536.931329900568 25 TARGET 1 50 100 0.0 0.0015 5 9432 -35 4510.314694799558 4542.914343631629 25 TARGET 1 50 100 0.0 0.0015 5 9432 -36 4511.199371646149 4544.10664506392 25 TARGET 1 50 100 0.0 0.0015 5 9432 -37 4509.67611252499 4563.967181581439 25 TARGET 1 50 100 0.0 0.0015 5 9432 -38 4518.307792278251 4512.956010298295 25 TARGET 1 50 100 0.0 0.0015 5 9432 -39 4492.038736157145 4542.763827237216 25 TARGET 1 50 100 0.0 0.0015 5 9432 -40 4488.496263086595 4500.400538589015 25 TARGET 1 50 100 0.0 0.0015 5 9432 -41 4489.176110880945 4507.182299064867 25 TARGET 1 50 100 0.0 0.0015 5 9432 -42 4483.691846031934 4495.017444957386 25 TARGET 1 50 100 0.0 0.0015 5 9432 -43 4483.193969315551 4480.789728338068 25 TARGET 1 50 100 0.0 0.0015 5 9432 -44 4479.6281088883625 4501.443707090436 25 TARGET 1 50 100 0.0 0.0015 5 9432 -45 4481.6750841750845 4509.305915601326 25 TARGET 1 50 100 0.0 0.0015 5 9432 -46 4472.279121784249 4503.829708214962 25 TARGET 1 50 100 0.0 0.0015 5 9432 -47 4473.276474872422 4486.675019235322 25 TARGET 1 50 100 0.0 0.0015 5 9432 -48 4470.548709753788 4496.400804924242 25 TARGET 1 50 100 0.0 0.0015 5 9432 -49 4467.621087173821 4491.281952829072 25 TARGET 1 50 100 0.0 0.0015 5 9432 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_25bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_25bs_50e_1k_TARGET.tsv deleted file mode 100644 index 1e4fb2697..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_25bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5486.117762093592 5448.353330669981 25 TARGET 1 50 100 1.0 0.0015 5 5672 -1 5340.666456228956 5142.408277107008 25 TARGET 1 50 100 1.0 0.0015 5 5672 -2 5217.944107415299 5143.905591560133 25 TARGET 1 50 100 1.0 0.0015 5 5672 -3 5099.816165397464 4945.101976799242 25 TARGET 1 50 100 1.0 0.0015 5 5672 -4 5012.573612097538 4929.345651337595 25 TARGET 1 50 100 1.0 0.0015 5 5672 -5 4901.764903264415 4816.874837239583 25 TARGET 1 50 100 1.0 0.0015 5 5672 -6 4849.780491273411 4929.126501834754 25 TARGET 1 50 100 1.0 0.0015 5 5672 -7 4776.714581524884 5099.640403053977 25 TARGET 1 50 100 1.0 0.0015 5 5672 -8 4756.48368696733 4864.771661931818 25 TARGET 1 50 100 1.0 0.0015 5 5672 -9 4719.487378669508 4734.740093809186 25 TARGET 1 50 100 1.0 0.0015 5 5672 -10 4663.688103364373 4725.022542317708 25 TARGET 1 50 100 1.0 0.0015 5 5672 -11 4642.228637284301 4748.873083866004 25 TARGET 1 50 100 1.0 0.0015 5 5672 -12 4623.344597504998 4764.285629734848 25 TARGET 1 50 100 1.0 0.0015 5 5672 -13 4604.762073041614 4684.901685310133 25 TARGET 1 50 100 1.0 0.0015 5 5672 -14 4594.107693142361 4631.042539654356 25 TARGET 1 50 100 1.0 0.0015 5 5672 -15 4579.73322005866 4617.905502781723 25 TARGET 1 50 100 1.0 0.0015 5 5672 -16 4556.321341671927 4628.867956912879 25 TARGET 1 50 100 1.0 0.0015 5 5672 -17 4538.389163444339 4567.881221886837 25 TARGET 1 50 100 1.0 0.0015 5 5672 -18 4543.048624263468 4610.193795868845 25 TARGET 1 50 100 1.0 0.0015 5 5672 -19 4528.906128340699 4577.458570075758 25 TARGET 1 50 100 1.0 0.0015 5 5672 -20 4503.813132135154 4597.924227627841 25 TARGET 1 50 100 1.0 0.0015 5 5672 -21 4502.622313631103 4548.487926136364 25 TARGET 1 50 100 1.0 0.0015 5 5672 -22 4485.706570095486 4612.07890181108 25 TARGET 1 50 100 1.0 0.0015 5 5672 -23 4500.454522437921 4567.938136245265 25 TARGET 1 50 100 1.0 0.0015 5 5672 -24 4489.73163766572 4519.460611979167 25 TARGET 1 50 100 1.0 0.0015 5 5672 -25 4482.886766427294 4515.152092211174 25 TARGET 1 50 100 1.0 0.0015 5 5672 -26 4495.405185481113 4560.95624704072 25 TARGET 1 50 100 1.0 0.0015 5 5672 -27 4468.519701408617 4523.446229876894 25 TARGET 1 50 100 1.0 0.0015 5 5672 -28 4475.336647727273 4544.605498342803 25 TARGET 1 50 100 1.0 0.0015 5 5672 -29 4479.705275410353 4523.831964666193 25 TARGET 1 50 100 1.0 0.0015 5 5672 -30 4463.374672835122 4523.450838955966 25 TARGET 1 50 100 1.0 0.0015 5 5672 -31 4468.597600352483 4511.200609611742 25 TARGET 1 50 100 1.0 0.0015 5 5672 -32 4470.261758207071 4500.286798650568 25 TARGET 1 50 100 1.0 0.0015 5 5672 -33 4455.91952977036 4495.537294330019 25 TARGET 1 50 100 1.0 0.0015 5 5672 -34 4456.982483526673 4488.553378018466 25 TARGET 1 50 100 1.0 0.0015 5 5672 -35 4449.8533956097435 4496.156168619792 25 TARGET 1 50 100 1.0 0.0015 5 5672 -36 4456.958510890152 4494.277447324811 25 TARGET 1 50 100 1.0 0.0015 5 5672 -37 4449.184372205124 4478.368415601326 25 TARGET 1 50 100 1.0 0.0015 5 5672 -38 4439.402513908617 4471.192027698864 25 TARGET 1 50 100 1.0 0.0015 5 5672 -39 4450.908620712332 4475.26230320786 25 TARGET 1 50 100 1.0 0.0015 5 5672 -40 4441.6545426596695 4485.050892223011 25 TARGET 1 50 100 1.0 0.0015 5 5672 -41 4435.474826388889 4477.484397194602 25 TARGET 1 50 100 1.0 0.0015 5 5672 -42 4431.475576073232 4474.896018288352 25 TARGET 1 50 100 1.0 0.0015 5 5672 -43 4442.799096926295 4493.761015920928 25 TARGET 1 50 100 1.0 0.0015 5 5672 -44 4437.35566110322 4469.901618726326 25 TARGET 1 50 100 1.0 0.0015 5 5672 -45 4428.761901238952 4468.910370797822 25 TARGET 1 50 100 1.0 0.0015 5 5672 -46 4427.547595091541 4458.52754350142 25 TARGET 1 50 100 1.0 0.0015 5 5672 -47 4420.1786829887415 4485.875303326231 25 TARGET 1 50 100 1.0 0.0015 5 5672 -48 4438.517209036984 4481.372085108902 25 TARGET 1 50 100 1.0 0.0015 5 5672 -49 4415.8284891558815 4471.793686375473 25 TARGET 1 50 100 1.0 0.0015 5 5672 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_50bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_50bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index 35ec877cc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_50bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5514.1970518992 10656.17909564394 50 TARGET 1 100 100 0.5 0.0015 5 3374 -1 5439.580499000421 6288.822798295455 50 TARGET 1 100 100 0.5 0.0015 5 3374 -2 5364.343486952862 5603.127574573864 50 TARGET 1 100 100 0.5 0.0015 5 3374 -3 5298.84468381734 5229.492157907197 50 TARGET 1 100 100 0.5 0.0015 5 3374 -4 5251.628883233376 5247.258522727273 50 TARGET 1 100 100 0.5 0.0015 5 3374 -5 5207.641861321549 5127.304361979167 50 TARGET 1 100 100 0.5 0.0015 5 3374 -6 5148.177178687921 5288.862097537879 50 TARGET 1 100 100 0.5 0.0015 5 3374 -7 5101.57831406513 5888.0966796875 50 TARGET 1 100 100 0.5 0.0015 5 3374 -8 5063.126129458649 5528.499200994318 50 TARGET 1 100 100 0.5 0.0015 5 3374 -9 5011.584364149306 5212.432883522727 50 TARGET 1 100 100 0.5 0.0015 5 3374 -10 4986.650260745476 5073.050722064394 50 TARGET 1 100 100 0.5 0.0015 5 3374 -11 4945.250504721696 4995.685162168561 50 TARGET 1 100 100 0.5 0.0015 5 3374 -12 4927.234070851747 4935.510431463068 50 TARGET 1 100 100 0.5 0.0015 5 3374 -13 4889.966020885943 4965.850793087121 50 TARGET 1 100 100 0.5 0.0015 5 3374 -14 4879.64190077862 4998.020744554924 50 TARGET 1 100 100 0.5 0.0015 5 3374 -15 4866.150410353535 5054.422600023674 50 TARGET 1 100 100 0.5 0.0015 5 3374 -16 4817.944561171612 4981.308534564394 50 TARGET 1 100 100 0.5 0.0015 5 3374 -17 4815.191690669718 4910.364701704545 50 TARGET 1 100 100 0.5 0.0015 5 3374 -18 4778.843353785248 4994.440163352273 50 TARGET 1 100 100 0.5 0.0015 5 3374 -19 4749.951551649306 4900.57304983428 50 TARGET 1 100 100 0.5 0.0015 5 3374 -20 4738.771469578598 4810.479950875947 50 TARGET 1 100 100 0.5 0.0015 5 3374 -21 4719.382649739583 4827.783543442235 50 TARGET 1 100 100 0.5 0.0015 5 3374 -22 4707.194870251999 4819.254039417614 50 TARGET 1 100 100 0.5 0.0015 5 3374 -23 4667.143336029567 4797.898689038826 50 TARGET 1 100 100 0.5 0.0015 5 3374 -24 4652.288002091224 4810.74482125947 50 TARGET 1 100 100 0.5 0.0015 5 3374 -25 4653.092747132786 4819.244658499053 50 TARGET 1 100 100 0.5 0.0015 5 3374 -26 4639.057355784406 4714.812026515152 50 TARGET 1 100 100 0.5 0.0015 5 3374 -27 4633.570616648253 4746.174419981061 50 TARGET 1 100 100 0.5 0.0015 5 3374 -28 4607.763459793245 4747.442027698864 50 TARGET 1 100 100 0.5 0.0015 5 3374 -29 4596.668828585332 4702.915408972538 50 TARGET 1 100 100 0.5 0.0015 5 3374 -30 4579.752893518518 4690.427275686553 50 TARGET 1 100 100 0.5 0.0015 5 3374 -31 4588.8669967908245 4708.417125355114 50 TARGET 1 100 100 0.5 0.0015 5 3374 -32 4563.228699757997 4752.675618489583 50 TARGET 1 100 100 0.5 0.0015 5 3374 -33 4574.700205176768 4686.796416311553 50 TARGET 1 100 100 0.5 0.0015 5 3374 -34 4557.80315853851 4702.286413944129 50 TARGET 1 100 100 0.5 0.0015 5 3374 -35 4558.409649884259 4660.155524976326 50 TARGET 1 100 100 0.5 0.0015 5 3374 -36 4544.812685777041 4703.236668442235 50 TARGET 1 100 100 0.5 0.0015 5 3374 -37 4543.785249960543 4702.337846235795 50 TARGET 1 100 100 0.5 0.0015 5 3374 -38 4542.013841211595 4699.611091382576 50 TARGET 1 100 100 0.5 0.0015 5 3374 -39 4539.456380208333 4682.540571732955 50 TARGET 1 100 100 0.5 0.0015 5 3374 -40 4540.662431607744 4688.229285037879 50 TARGET 1 100 100 0.5 0.0015 5 3374 -41 4520.528859559133 4682.163174715909 50 TARGET 1 100 100 0.5 0.0015 5 3374 -42 4510.731782341646 4704.701793323864 50 TARGET 1 100 100 0.5 0.0015 5 3374 -43 4521.292962173821 4659.941228693182 50 TARGET 1 100 100 0.5 0.0015 5 3374 -44 4507.972753248632 4612.419995857008 50 TARGET 1 100 100 0.5 0.0015 5 3374 -45 4491.993320246738 4641.328539299242 50 TARGET 1 100 100 0.5 0.0015 5 3374 -46 4507.590013086595 4623.128240411932 50 TARGET 1 100 100 0.5 0.0015 5 3374 -47 4487.415395820181 4651.727672230114 50 TARGET 1 100 100 0.5 0.0015 5 3374 -48 4495.39678359112 4611.46513967803 50 TARGET 1 100 100 0.5 0.0015 5 3374 -49 4489.581473918876 4643.095717921402 50 TARGET 1 100 100 0.5 0.0015 5 3374 -50 4492.9394810737585 4598.336795691288 50 TARGET 1 100 100 0.5 0.0015 5 3374 -51 4481.106432160143 4625.814408735795 50 TARGET 1 100 100 0.5 0.0015 5 3374 -52 4488.150767111217 4574.777269767992 50 TARGET 1 100 100 0.5 0.0015 5 3374 -53 4474.997461595118 4586.260579427083 50 TARGET 1 100 100 0.5 0.0015 5 3374 -54 4477.439068418561 4595.176328716856 50 TARGET 1 100 100 0.5 0.0015 5 3374 -55 4471.023227062289 4591.657330137311 50 TARGET 1 100 100 0.5 0.0015 5 3374 -56 4475.590016374685 4551.171061197917 50 TARGET 1 100 100 0.5 0.0015 5 3374 -57 4466.474749118792 4625.345673532197 50 TARGET 1 100 100 0.5 0.0015 5 3374 -58 4472.762248132365 4572.569439512311 50 TARGET 1 100 100 0.5 0.0015 5 3374 -59 4472.749112215909 4582.082845052083 50 TARGET 1 100 100 0.5 0.0015 5 3374 -60 4464.3585053004 4620.001065340909 50 TARGET 1 100 100 0.5 0.0015 5 3374 -61 4461.866607152252 4570.277861624053 50 TARGET 1 100 100 0.5 0.0015 5 3374 -62 4459.582812171191 4571.770256273674 50 TARGET 1 100 100 0.5 0.0015 5 3374 -63 4454.8651143597435 4584.89911813447 50 TARGET 1 100 100 0.5 0.0015 5 3374 -64 4453.290724629103 4579.493282433712 50 TARGET 1 100 100 0.5 0.0015 5 3374 -65 4453.718003603746 4542.187174479167 50 TARGET 1 100 100 0.5 0.0015 5 3374 -66 4462.345127709385 4583.752944483902 50 TARGET 1 100 100 0.5 0.0015 5 3374 -67 4443.926261311027 4546.447679924242 50 TARGET 1 100 100 0.5 0.0015 5 3374 -68 4445.678336095329 4566.879024621212 50 TARGET 1 100 100 0.5 0.0015 5 3374 -69 4447.68898950442 4530.542421283144 50 TARGET 1 100 100 0.5 0.0015 5 3374 -70 4440.440761784512 4539.573005445076 50 TARGET 1 100 100 0.5 0.0015 5 3374 -71 4438.011851917614 4556.603752367424 50 TARGET 1 100 100 0.5 0.0015 5 3374 -72 4446.911338318077 4529.065281723485 50 TARGET 1 100 100 0.5 0.0015 5 3374 -73 4445.131135574495 4544.521661931818 50 TARGET 1 100 100 0.5 0.0015 5 3374 -74 4434.663981941814 4544.528660629735 50 TARGET 1 100 100 0.5 0.0015 5 3374 -75 4443.719838357533 4521.868578361742 50 TARGET 1 100 100 0.5 0.0015 5 3374 -76 4438.545768557976 4552.664314038826 50 TARGET 1 100 100 0.5 0.0015 5 3374 -77 4436.00431232902 4569.983280066288 50 TARGET 1 100 100 0.5 0.0015 5 3374 -78 4432.701324771149 4545.528246330492 50 TARGET 1 100 100 0.5 0.0015 5 3374 -79 4439.514574455492 4528.97978811553 50 TARGET 1 100 100 0.5 0.0015 5 3374 -80 4425.016757746738 4528.429672703598 50 TARGET 1 100 100 0.5 0.0015 5 3374 -81 4431.017635666562 4527.125665838068 50 TARGET 1 100 100 0.5 0.0015 5 3374 -82 4425.910521227904 4575.604566169508 50 TARGET 1 100 100 0.5 0.0015 5 3374 -83 4419.1807248921505 4538.355749881629 50 TARGET 1 100 100 0.5 0.0015 5 3374 -84 4414.6516647595745 4535.568832859848 50 TARGET 1 100 100 0.5 0.0015 5 3374 -85 4433.0656384811655 4504.740619081439 50 TARGET 1 100 100 0.5 0.0015 5 3374 -86 4422.92488688973 4517.932839133523 50 TARGET 1 100 100 0.5 0.0015 5 3374 -87 4427.353257509996 4549.055042613636 50 TARGET 1 100 100 0.5 0.0015 5 3374 -88 4427.393242319024 4512.393051609848 50 TARGET 1 100 100 0.5 0.0015 5 3374 -89 4420.314254195602 4514.415009469697 50 TARGET 1 100 100 0.5 0.0015 5 3374 -90 4422.889664877946 4521.744273792614 50 TARGET 1 100 100 0.5 0.0015 5 3374 -91 4416.341165561868 4540.644309303977 50 TARGET 1 100 100 0.5 0.0015 5 3374 -92 4413.606292416351 4536.970303622159 50 TARGET 1 100 100 0.5 0.0015 5 3374 -93 4420.603423558502 4534.326778527462 50 TARGET 1 100 100 0.5 0.0015 5 3374 -94 4427.697517163826 4542.357865767045 50 TARGET 1 100 100 0.5 0.0015 5 3374 -95 4416.84319760101 4519.869229403409 50 TARGET 1 100 100 0.5 0.0015 5 3374 -96 4411.834862294823 4520.418915719697 50 TARGET 1 100 100 0.5 0.0015 5 3374 -97 4418.727499605429 4541.109019886364 50 TARGET 1 100 100 0.5 0.0015 5 3374 -98 4423.592696167403 4524.599920099432 50 TARGET 1 100 100 0.5 0.0015 5 3374 -99 4415.95592645202 4526.329012784091 50 TARGET 1 100 100 0.5 0.0015 5 3374 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_50bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_50bs_100e_0k_TARGET.tsv deleted file mode 100644 index 766d2666d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_50bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5520.978852654146 12245.76278409091 50 TARGET 1 100 100 0.0 0.0015 5 4109 -1 5456.241095854377 7141.447635535038 50 TARGET 1 100 100 0.0 0.0015 5 4109 -2 5384.900288694234 6121.166622277462 50 TARGET 1 100 100 0.0 0.0015 5 4109 -3 5335.327778106586 7109.016290838068 50 TARGET 1 100 100 0.0 0.0015 5 4109 -4 5280.724344683817 6856.923502604167 50 TARGET 1 100 100 0.0 0.0015 5 4109 -5 5251.583103167088 6037.855409564394 50 TARGET 1 100 100 0.0 0.0015 5 4109 -6 5208.228033919929 5490.101814038826 50 TARGET 1 100 100 0.0 0.0015 5 4109 -7 5192.064578072391 5327.4033203125 50 TARGET 1 100 100 0.0 0.0015 5 4109 -8 5162.303516940236 5423.012251420455 50 TARGET 1 100 100 0.0 0.0015 5 4109 -9 5140.88317254577 5848.554820667614 50 TARGET 1 100 100 0.0 0.0015 5 4109 -10 5114.999099063552 5368.582312381629 50 TARGET 1 100 100 0.0 0.0015 5 4109 -11 5095.871828637942 5175.35771780303 50 TARGET 1 100 100 0.0 0.0015 5 4109 -12 5078.72779224537 5122.964503432765 50 TARGET 1 100 100 0.0 0.0015 5 4109 -13 5066.1689469565445 5064.602524266098 50 TARGET 1 100 100 0.0 0.0015 5 4109 -14 5047.272709188236 5049.638790246212 50 TARGET 1 100 100 0.0 0.0015 5 4109 -15 5038.610251275779 5031.669344815341 50 TARGET 1 100 100 0.0 0.0015 5 4109 -16 5012.89089955545 5012.950772372159 50 TARGET 1 100 100 0.0 0.0015 5 4109 -17 5005.156327270097 4978.440163352273 50 TARGET 1 100 100 0.0 0.0015 5 4109 -18 4971.389270307239 4990.939793442235 50 TARGET 1 100 100 0.0 0.0015 5 4109 -19 4959.968884811658 4957.38427734375 50 TARGET 1 100 100 0.0 0.0015 5 4109 -20 4941.350572785143 4945.783262310606 50 TARGET 1 100 100 0.0 0.0015 5 4109 -21 4931.730856744529 4935.652669270833 50 TARGET 1 100 100 0.0 0.0015 5 4109 -22 4923.297586871317 4959.632694128788 50 TARGET 1 100 100 0.0 0.0015 5 4109 -23 4913.530939275568 4906.314586292614 50 TARGET 1 100 100 0.0 0.0015 5 4109 -24 4893.601675939079 4906.307469223485 50 TARGET 1 100 100 0.0 0.0015 5 4109 -25 4880.747852877736 4877.137606534091 50 TARGET 1 100 100 0.0 0.0015 5 4109 -26 4877.375749684344 4887.382398200758 50 TARGET 1 100 100 0.0 0.0015 5 4109 -27 4860.638717908249 4859.707534327652 50 TARGET 1 100 100 0.0 0.0015 5 4109 -28 4853.606492989794 4857.338393702652 50 TARGET 1 100 100 0.0 0.0015 5 4109 -29 4845.6244804819025 4851.717462713068 50 TARGET 1 100 100 0.0 0.0015 5 4109 -30 4830.643806226326 4824.472819010417 50 TARGET 1 100 100 0.0 0.0015 5 4109 -31 4825.634719591751 4844.012724905303 50 TARGET 1 100 100 0.0 0.0015 5 4109 -32 4816.350939407092 4842.846768465909 50 TARGET 1 100 100 0.0 0.0015 5 4109 -33 4807.839587279041 4805.975941051136 50 TARGET 1 100 100 0.0 0.0015 5 4109 -34 4804.01581735322 4809.528897372159 50 TARGET 1 100 100 0.0 0.0015 5 4109 -35 4796.49791863952 4792.925514914773 50 TARGET 1 100 100 0.0 0.0015 5 4109 -36 4792.027501578283 4771.038825757576 50 TARGET 1 100 100 0.0 0.0015 5 4109 -37 4779.921311092698 4786.892178622159 50 TARGET 1 100 100 0.0 0.0015 5 4109 -38 4774.471862176452 4806.052009351326 50 TARGET 1 100 100 0.0 0.0015 5 4109 -39 4767.869257352168 4779.203524502841 50 TARGET 1 100 100 0.0 0.0015 5 4109 -40 4763.531965159406 4760.395078716856 50 TARGET 1 100 100 0.0 0.0015 5 4109 -41 4751.438106652462 4756.988014914773 50 TARGET 1 100 100 0.0 0.0015 5 4109 -42 4747.608258693708 4739.479403409091 50 TARGET 1 100 100 0.0 0.0015 5 4109 -43 4738.844170875421 4753.232081557765 50 TARGET 1 100 100 0.0 0.0015 5 4109 -44 4729.801856455177 4724.096442945076 50 TARGET 1 100 100 0.0 0.0015 5 4109 -45 4725.107772056503 4737.425071022727 50 TARGET 1 100 100 0.0 0.0015 5 4109 -46 4714.114690196233 4729.958806818182 50 TARGET 1 100 100 0.0 0.0015 5 4109 -47 4709.741957333754 4707.497721354167 50 TARGET 1 100 100 0.0 0.0015 5 4109 -48 4707.788717250632 4698.985529119318 50 TARGET 1 100 100 0.0 0.0015 5 4109 -49 4698.792202625211 4726.530495383523 50 TARGET 1 100 100 0.0 0.0015 5 4109 -50 4700.051430647622 4706.109730113636 50 TARGET 1 100 100 0.0 0.0015 5 4109 -51 4685.363810632365 4687.161280776515 50 TARGET 1 100 100 0.0 0.0015 5 4109 -52 4685.648833714752 4671.63886422822 50 TARGET 1 100 100 0.0 0.0015 5 4109 -53 4674.740357678346 4660.871656013258 50 TARGET 1 100 100 0.0 0.0015 5 4109 -54 4669.792090830177 4673.742823745265 50 TARGET 1 100 100 0.0 0.0015 5 4109 -55 4661.933260008944 4672.65576171875 50 TARGET 1 100 100 0.0 0.0015 5 4109 -56 4661.900633943603 4680.237807765152 50 TARGET 1 100 100 0.0 0.0015 5 4109 -57 4657.005131063236 4650.02959280303 50 TARGET 1 100 100 0.0 0.0015 5 4109 -58 4664.076084740635 4670.611712831439 50 TARGET 1 100 100 0.0 0.0015 5 4109 -59 4651.848844894255 4651.56757516572 50 TARGET 1 100 100 0.0 0.0015 5 4109 -60 4633.78203420928 4652.31201171875 50 TARGET 1 100 100 0.0 0.0015 5 4109 -61 4642.324164496527 4651.608575994318 50 TARGET 1 100 100 0.0 0.0015 5 4109 -62 4634.1866138599535 4660.280672940341 50 TARGET 1 100 100 0.0 0.0015 5 4109 -63 4631.107936460964 4624.023274739583 50 TARGET 1 100 100 0.0 0.0015 5 4109 -64 4638.580942892467 4616.493889086174 50 TARGET 1 100 100 0.0 0.0015 5 4109 -65 4631.126570062605 4625.203687263258 50 TARGET 1 100 100 0.0 0.0015 5 4109 -66 4615.619091303662 4618.679332386364 50 TARGET 1 100 100 0.0 0.0015 5 4109 -67 4607.885262126473 4606.647520123106 50 TARGET 1 100 100 0.0 0.0015 5 4109 -68 4603.629241635101 4601.365056818182 50 TARGET 1 100 100 0.0 0.0015 5 4109 -69 4605.186299847433 4610.235943418561 50 TARGET 1 100 100 0.0 0.0015 5 4109 -70 4603.707129892677 4589.360869436553 50 TARGET 1 100 100 0.0 0.0015 5 4109 -71 4590.6094029487585 4598.620930989583 50 TARGET 1 100 100 0.0 0.0015 5 4109 -72 4586.3515904487585 4599.07666015625 50 TARGET 1 100 100 0.0 0.0015 5 4109 -73 4586.534630155724 4571.953539299242 50 TARGET 1 100 100 0.0 0.0015 5 4109 -74 4586.2949202309555 4563.723351680871 50 TARGET 1 100 100 0.0 0.0015 5 4109 -75 4573.152600220959 4567.592669862689 50 TARGET 1 100 100 0.0 0.0015 5 4109 -76 4575.59948113952 4565.927734375 50 TARGET 1 100 100 0.0 0.0015 5 4109 -77 4574.862375381418 4566.591190222538 50 TARGET 1 100 100 0.0 0.0015 5 4109 -78 4565.895642624158 4584.180886008523 50 TARGET 1 100 100 0.0 0.0015 5 4109 -79 4559.996726707176 4580.341885653409 50 TARGET 1 100 100 0.0 0.0015 5 4109 -80 4566.274376249474 4554.126967921402 50 TARGET 1 100 100 0.0 0.0015 5 4109 -81 4559.330479271885 4545.080581202652 50 TARGET 1 100 100 0.0 0.0015 5 4109 -82 4554.829775620791 4579.879512902462 50 TARGET 1 100 100 0.0 0.0015 5 4109 -83 4562.67229916351 4551.415468158144 50 TARGET 1 100 100 0.0 0.0015 5 4109 -84 4548.622267597853 4545.973736387311 50 TARGET 1 100 100 0.0 0.0015 5 4109 -85 4552.630757444234 4551.352302320076 50 TARGET 1 100 100 0.0 0.0015 5 4109 -86 4543.565324468645 4554.504142992424 50 TARGET 1 100 100 0.0 0.0015 5 4109 -87 4538.2593381734005 4535.637858072917 50 TARGET 1 100 100 0.0 0.0015 5 4109 -88 4536.820603495897 4524.524088541667 50 TARGET 1 100 100 0.0 0.0015 5 4109 -89 4527.963763612689 4520.799331202652 50 TARGET 1 100 100 0.0 0.0015 5 4109 -90 4529.737656513047 4510.280894886364 50 TARGET 1 100 100 0.0 0.0015 5 4109 -91 4521.269896227904 4519.065755208333 50 TARGET 1 100 100 0.0 0.0015 5 4109 -92 4532.153313736321 4512.460878314394 50 TARGET 1 100 100 0.0 0.0015 5 4109 -93 4519.491709083018 4519.594563802083 50 TARGET 1 100 100 0.0 0.0015 5 4109 -94 4520.864787194865 4521.829915364583 50 TARGET 1 100 100 0.0 0.0015 5 4109 -95 4518.794218223906 4534.671075994318 50 TARGET 1 100 100 0.0 0.0015 5 4109 -96 4517.437669336595 4500.597626657197 50 TARGET 1 100 100 0.0 0.0015 5 4109 -97 4509.3406115188345 4515.069587476326 50 TARGET 1 100 100 0.0 0.0015 5 4109 -98 4516.092339409723 4492.602701822917 50 TARGET 1 100 100 0.0 0.0015 5 4109 -99 4503.582093723695 4522.257486979167 50 TARGET 1 100 100 0.0 0.0015 5 4109 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_50bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_50bs_100e_1k_TARGET.tsv deleted file mode 100644 index dc51218a2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_50bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5508.065852206965 10390.164772727272 50 TARGET 1 100 100 1.0 0.0015 5 646 -1 5425.779448127104 15008.725911458334 50 TARGET 1 100 100 1.0 0.0015 5 646 -2 5350.723946825021 7110.383374763258 50 TARGET 1 100 100 1.0 0.0015 5 646 -3 5273.661348182344 5671.481948390152 50 TARGET 1 100 100 1.0 0.0015 5 646 -4 5190.491557830914 5288.158854166667 50 TARGET 1 100 100 1.0 0.0015 5 646 -5 5137.732306791877 5264.73017282197 50 TARGET 1 100 100 1.0 0.0015 5 646 -6 5058.538442695181 5174.220318418561 50 TARGET 1 100 100 1.0 0.0015 5 646 -7 5036.079147595749 5043.678533380682 50 TARGET 1 100 100 1.0 0.0015 5 646 -8 4970.916377314815 5101.250281131629 50 TARGET 1 100 100 1.0 0.0015 5 646 -9 4929.936291627209 4945.12334280303 50 TARGET 1 100 100 1.0 0.0015 5 646 -10 4874.501721314709 4794.773452296402 50 TARGET 1 100 100 1.0 0.0015 5 646 -11 4858.289440630261 4799.87236624053 50 TARGET 1 100 100 1.0 0.0015 5 646 -12 4813.974405513468 4921.436049952652 50 TARGET 1 100 100 1.0 0.0015 5 646 -13 4778.5329351457285 4714.881036931818 50 TARGET 1 100 100 1.0 0.0015 5 646 -14 4755.471331150042 4654.583185369318 50 TARGET 1 100 100 1.0 0.0015 5 646 -15 4718.793581978641 4708.619140625 50 TARGET 1 100 100 1.0 0.0015 5 646 -16 4699.522686171612 4765.941924124053 50 TARGET 1 100 100 1.0 0.0015 5 646 -17 4685.587879116688 4787.616344105114 50 TARGET 1 100 100 1.0 0.0015 5 646 -18 4678.504642781986 4725.454456676136 50 TARGET 1 100 100 1.0 0.0015 5 646 -19 4646.320938880997 4659.580581202652 50 TARGET 1 100 100 1.0 0.0015 5 646 -20 4638.986855863321 4613.63202829072 50 TARGET 1 100 100 1.0 0.0015 5 646 -21 4627.304731889205 4607.307350852273 50 TARGET 1 100 100 1.0 0.0015 5 646 -22 4602.771117753051 4641.562085700758 50 TARGET 1 100 100 1.0 0.0015 5 646 -23 4609.464514941077 4604.831335819129 50 TARGET 1 100 100 1.0 0.0015 5 646 -24 4604.697527028094 4605.499644886364 50 TARGET 1 100 100 1.0 0.0015 5 646 -25 4589.709513757365 4613.997972892992 50 TARGET 1 100 100 1.0 0.0015 5 646 -26 4584.930519386574 4618.616536458333 50 TARGET 1 100 100 1.0 0.0015 5 646 -27 4575.355024857955 4601.171593868371 50 TARGET 1 100 100 1.0 0.0015 5 646 -28 4579.400732586279 4634.002027107008 50 TARGET 1 100 100 1.0 0.0015 5 646 -29 4556.979273529567 4579.01220703125 50 TARGET 1 100 100 1.0 0.0015 5 646 -30 4554.481833307029 4573.318507339015 50 TARGET 1 100 100 1.0 0.0015 5 646 -31 4546.510686289983 4551.240574692235 50 TARGET 1 100 100 1.0 0.0015 5 646 -32 4550.278167416351 4575.909697561553 50 TARGET 1 100 100 1.0 0.0015 5 646 -33 4547.083269215594 4555.751257694129 50 TARGET 1 100 100 1.0 0.0015 5 646 -34 4529.299640283039 4541.532936789773 50 TARGET 1 100 100 1.0 0.0015 5 646 -35 4515.793295914878 4525.243785511364 50 TARGET 1 100 100 1.0 0.0015 5 646 -36 4537.2822282065445 4473.838467684659 50 TARGET 1 100 100 1.0 0.0015 5 646 -37 4502.471756957597 4493.269856770833 50 TARGET 1 100 100 1.0 0.0015 5 646 -38 4503.821525804924 4439.367794152462 50 TARGET 1 100 100 1.0 0.0015 5 646 -39 4506.520354916351 4497.258182410038 50 TARGET 1 100 100 1.0 0.0015 5 646 -40 4501.071647464226 4456.864686908144 50 TARGET 1 100 100 1.0 0.0015 5 646 -41 4486.649280894886 4453.308860085227 50 TARGET 1 100 100 1.0 0.0015 5 646 -42 4488.384601220539 4438.988488399621 50 TARGET 1 100 100 1.0 0.0015 5 646 -43 4496.573847195918 4449.144250118371 50 TARGET 1 100 100 1.0 0.0015 5 646 -44 4488.861308396465 4424.062633167614 50 TARGET 1 100 100 1.0 0.0015 5 646 -45 4491.535493279146 4469.96533203125 50 TARGET 1 100 100 1.0 0.0015 5 646 -46 4483.185145728115 4456.62939453125 50 TARGET 1 100 100 1.0 0.0015 5 646 -47 4481.359600234112 4424.102642637311 50 TARGET 1 100 100 1.0 0.0015 5 646 -48 4476.980592053346 4407.665882457386 50 TARGET 1 100 100 1.0 0.0015 5 646 -49 4472.478444931082 4443.269057765152 50 TARGET 1 100 100 1.0 0.0015 5 646 -50 4479.229329427083 4445.553281841856 50 TARGET 1 100 100 1.0 0.0015 5 646 -51 4476.784829085122 4441.585005326705 50 TARGET 1 100 100 1.0 0.0015 5 646 -52 4474.882899634365 4439.342433120265 50 TARGET 1 100 100 1.0 0.0015 5 646 -53 4470.066881378893 4449.473618016098 50 TARGET 1 100 100 1.0 0.0015 5 646 -54 4457.551558883102 4409.361564867424 50 TARGET 1 100 100 1.0 0.0015 5 646 -55 4455.96794113005 4420.131510416667 50 TARGET 1 100 100 1.0 0.0015 5 646 -56 4470.544755826494 4395.883744673295 50 TARGET 1 100 100 1.0 0.0015 5 646 -57 4460.067141137942 4421.100748697917 50 TARGET 1 100 100 1.0 0.0015 5 646 -58 4447.077421348906 4397.560561671402 50 TARGET 1 100 100 1.0 0.0015 5 646 -59 4451.611933133418 4396.872824928977 50 TARGET 1 100 100 1.0 0.0015 5 646 -60 4438.52611400463 4413.949499881629 50 TARGET 1 100 100 1.0 0.0015 5 646 -61 4440.016759390783 4410.530850497159 50 TARGET 1 100 100 1.0 0.0015 5 646 -62 4432.660264756944 4406.440799597538 50 TARGET 1 100 100 1.0 0.0015 5 646 -63 4448.067266085332 4393.553267045455 50 TARGET 1 100 100 1.0 0.0015 5 646 -64 4432.90412918245 4389.433726917614 50 TARGET 1 100 100 1.0 0.0015 5 646 -65 4442.643104219276 4372.518880208333 50 TARGET 1 100 100 1.0 0.0015 5 646 -66 4432.504595104693 4371.42548532197 50 TARGET 1 100 100 1.0 0.0015 5 646 -67 4439.930427320076 4356.064808238636 50 TARGET 1 100 100 1.0 0.0015 5 646 -68 4426.69117115162 4376.463556463068 50 TARGET 1 100 100 1.0 0.0015 5 646 -69 4429.667824074074 4408.233531605114 50 TARGET 1 100 100 1.0 0.0015 5 646 -70 4429.023342145412 4379.235869436553 50 TARGET 1 100 100 1.0 0.0015 5 646 -71 4412.588625512942 4377.613710345644 50 TARGET 1 100 100 1.0 0.0015 5 646 -72 4421.2653751052185 4409.990693063447 50 TARGET 1 100 100 1.0 0.0015 5 646 -73 4438.527335529777 4430.093409682765 50 TARGET 1 100 100 1.0 0.0015 5 646 -74 4418.123929726957 4394.967640269886 50 TARGET 1 100 100 1.0 0.0015 5 646 -75 4415.027205650253 4380.354048295455 50 TARGET 1 100 100 1.0 0.0015 5 646 -76 4409.97452388468 4388.265728574811 50 TARGET 1 100 100 1.0 0.0015 5 646 -77 4417.458918613215 4388.047925544508 50 TARGET 1 100 100 1.0 0.0015 5 646 -78 4415.38139040141 4398.979107481061 50 TARGET 1 100 100 1.0 0.0015 5 646 -79 4413.917408130787 4374.122514204545 50 TARGET 1 100 100 1.0 0.0015 5 646 -80 4406.700241345749 4374.760535037879 50 TARGET 1 100 100 1.0 0.0015 5 646 -81 4409.9382628367 4411.794226444129 50 TARGET 1 100 100 1.0 0.0015 5 646 -82 4396.44117115162 4393.260860558712 50 TARGET 1 100 100 1.0 0.0015 5 646 -83 4395.959921480429 4386.138671875 50 TARGET 1 100 100 1.0 0.0015 5 646 -84 4394.780260285143 4358.378270004735 50 TARGET 1 100 100 1.0 0.0015 5 646 -85 4411.820023148148 4378.083214962121 50 TARGET 1 100 100 1.0 0.0015 5 646 -86 4401.543062460543 4386.156116832386 50 TARGET 1 100 100 1.0 0.0015 5 646 -87 4401.43796362058 4376.28486032197 50 TARGET 1 100 100 1.0 0.0015 5 646 -88 4399.668994633838 4350.534771543561 50 TARGET 1 100 100 1.0 0.0015 5 646 -89 4402.635396938132 4359.408809777462 50 TARGET 1 100 100 1.0 0.0015 5 646 -90 4400.784600562921 4362.375147964015 50 TARGET 1 100 100 1.0 0.0015 5 646 -91 4401.0512415824915 4361.351710464015 50 TARGET 1 100 100 1.0 0.0015 5 646 -92 4396.203138152357 4354.478056936553 50 TARGET 1 100 100 1.0 0.0015 5 646 -93 4402.870748500632 4353.974402225379 50 TARGET 1 100 100 1.0 0.0015 5 646 -94 4399.820850102588 4361.979995265152 50 TARGET 1 100 100 1.0 0.0015 5 646 -95 4393.775837805135 4348.778631036932 50 TARGET 1 100 100 1.0 0.0015 5 646 -96 4399.340751262626 4369.208422111742 50 TARGET 1 100 100 1.0 0.0015 5 646 -97 4404.051350089436 4340.866314512311 50 TARGET 1 100 100 1.0 0.0015 5 646 -98 4390.401868621107 4339.681048768939 50 TARGET 1 100 100 1.0 0.0015 5 646 -99 4385.632080900147 4345.744022253788 50 TARGET 1 100 100 1.0 0.0015 5 646 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_50bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_50bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index 08bc34add..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_50bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5514.272671375211 7542.425944010417 50 TARGET 1 50 100 0.5 0.0015 5 8931 -1 5436.907772385312 6027.466959635417 50 TARGET 1 50 100 0.5 0.0015 5 8931 -2 5355.801476680871 5461.772327769886 50 TARGET 1 50 100 0.5 0.0015 5 8931 -3 5285.648978390677 5246.259602864583 50 TARGET 1 50 100 0.5 0.0015 5 8931 -4 5220.899236505682 5140.028779000947 50 TARGET 1 50 100 0.5 0.0015 5 8931 -5 5159.432493884154 5273.475008877841 50 TARGET 1 50 100 0.5 0.0015 5 8931 -6 5133.495071154251 5203.116477272727 50 TARGET 1 50 100 0.5 0.0015 5 8931 -7 5055.463028724747 5068.711322206439 50 TARGET 1 50 100 0.5 0.0015 5 8931 -8 4999.658890335648 5020.787064985795 50 TARGET 1 50 100 0.5 0.0015 5 8931 -9 4974.899617924032 4985.295099431818 50 TARGET 1 50 100 0.5 0.0015 5 8931 -10 4933.483095933291 5031.048946496212 50 TARGET 1 50 100 0.5 0.0015 5 8931 -11 4880.778073705808 4897.557188091856 50 TARGET 1 50 100 0.5 0.0015 5 8931 -12 4847.543524437079 4867.800159801136 50 TARGET 1 50 100 0.5 0.0015 5 8931 -13 4832.466214883207 4791.566820549242 50 TARGET 1 50 100 0.5 0.0015 5 8931 -14 4771.297779224537 4773.847626657197 50 TARGET 1 50 100 0.5 0.0015 5 8931 -15 4773.8098382917715 4734.195845170455 50 TARGET 1 50 100 0.5 0.0015 5 8931 -16 4729.761034827441 4804.846946022727 50 TARGET 1 50 100 0.5 0.0015 5 8931 -17 4708.635730679188 4809.941790956439 50 TARGET 1 50 100 0.5 0.0015 5 8931 -18 4698.003220683397 4878.49042672822 50 TARGET 1 50 100 0.5 0.0015 5 8931 -19 4676.059647582597 4692.641231652462 50 TARGET 1 50 100 0.5 0.0015 5 8931 -20 4651.1176741372055 4660.616048177083 50 TARGET 1 50 100 0.5 0.0015 5 8931 -21 4645.641021214752 4663.862526633523 50 TARGET 1 50 100 0.5 0.0015 5 8931 -22 4615.332364991056 4637.211706912879 50 TARGET 1 50 100 0.5 0.0015 5 8931 -23 4610.70550228851 4635.273304332386 50 TARGET 1 50 100 0.5 0.0015 5 8931 -24 4596.564827967171 4617.231593276515 50 TARGET 1 50 100 0.5 0.0015 5 8931 -25 4588.69353035564 4635.631791548295 50 TARGET 1 50 100 0.5 0.0015 5 8931 -26 4585.203343657933 4622.037420099432 50 TARGET 1 50 100 0.5 0.0015 5 8931 -27 4571.460503472223 4543.366802793561 50 TARGET 1 50 100 0.5 0.0015 5 8931 -28 4558.019705518729 4693.759262547348 50 TARGET 1 50 100 0.5 0.0015 5 8931 -29 4545.082333754209 4670.803059895833 50 TARGET 1 50 100 0.5 0.0015 5 8931 -30 4550.086917350589 4599.836248224432 50 TARGET 1 50 100 0.5 0.0015 5 8931 -31 4537.8425531355215 4563.112201112689 50 TARGET 1 50 100 0.5 0.0015 5 8931 -32 4523.282769097223 4473.504498106061 50 TARGET 1 50 100 0.5 0.0015 5 8931 -33 4538.951982388994 4533.265787760417 50 TARGET 1 50 100 0.5 0.0015 5 8931 -34 4511.75040607902 4498.022919625947 50 TARGET 1 50 100 0.5 0.0015 5 8931 -35 4524.2841517387415 4524.603500828598 50 TARGET 1 50 100 0.5 0.0015 5 8931 -36 4520.9760133890995 4532.611357717803 50 TARGET 1 50 100 0.5 0.0015 5 8931 -37 4510.31266769255 4532.86015920928 50 TARGET 1 50 100 0.5 0.0015 5 8931 -38 4504.3231813578495 4525.38349313447 50 TARGET 1 50 100 0.5 0.0015 5 8931 -39 4494.230514783249 4548.013583096591 50 TARGET 1 50 100 0.5 0.0015 5 8931 -40 4506.046898016624 4545.886215672348 50 TARGET 1 50 100 0.5 0.0015 5 8931 -41 4494.415678595854 4491.022934422348 50 TARGET 1 50 100 0.5 0.0015 5 8931 -42 4486.347371830282 4490.233605587121 50 TARGET 1 50 100 0.5 0.0015 5 8931 -43 4480.283865674979 4475.958629261364 50 TARGET 1 50 100 0.5 0.0015 5 8931 -44 4484.752138902041 4489.930456912879 50 TARGET 1 50 100 0.5 0.0015 5 8931 -45 4478.825157499474 4444.392001065341 50 TARGET 1 50 100 0.5 0.0015 5 8931 -46 4477.31995245423 4454.120250355114 50 TARGET 1 50 100 0.5 0.0015 5 8931 -47 4473.860787234323 4460.824914180871 50 TARGET 1 50 100 0.5 0.0015 5 8931 -48 4462.074744844276 4461.331853693182 50 TARGET 1 50 100 0.5 0.0015 5 8931 -49 4468.543198916246 4433.106578480114 50 TARGET 1 50 100 0.5 0.0015 5 8931 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_50bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_50bs_50e_0k_TARGET.tsv deleted file mode 100644 index 7455636bb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_50bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5515.504471801347 8401.46161813447 50 TARGET 1 50 100 0.0 0.0015 5 4516 -1 5430.306793521149 8956.790275804924 50 TARGET 1 50 100 0.0 0.0015 5 4516 -2 5361.3869390519785 6215.141986268939 50 TARGET 1 50 100 0.0 0.0015 5 4516 -3 5272.892719512836 5520.566613399621 50 TARGET 1 50 100 0.0 0.0015 5 4516 -4 5225.6679671059555 6379.028542258523 50 TARGET 1 50 100 0.0 0.0015 5 4516 -5 5146.352723195497 6551.522046638258 50 TARGET 1 50 100 0.0 0.0015 5 4516 -6 5085.372806844486 5718.235573508523 50 TARGET 1 50 100 0.0 0.0015 5 4516 -7 5015.087308633207 5371.000799005682 50 TARGET 1 50 100 0.0 0.0015 5 4516 -8 4973.054250184133 5315.388449928977 50 TARGET 1 50 100 0.0 0.0015 5 4516 -9 4913.024141151094 5092.165009469697 50 TARGET 1 50 100 0.0 0.0015 5 4516 -10 4859.238874750105 4925.992113517992 50 TARGET 1 50 100 0.0 0.0015 5 4516 -11 4842.928674768518 4820.3515625 50 TARGET 1 50 100 0.0 0.0015 5 4516 -12 4817.748216211595 4775.621463660038 50 TARGET 1 50 100 0.0 0.0015 5 4516 -13 4757.90569760101 4686.776529947917 50 TARGET 1 50 100 0.0 0.0015 5 4516 -14 4727.072005865951 4747.641083688447 50 TARGET 1 50 100 0.0 0.0015 5 4516 -15 4717.627597590488 4816.746596827652 50 TARGET 1 50 100 0.0 0.0015 5 4516 -16 4695.461741437815 4786.191139914773 50 TARGET 1 50 100 0.0 0.0015 5 4516 -17 4648.18752466067 4753.156131628788 50 TARGET 1 50 100 0.0 0.0015 5 4516 -18 4656.163541337858 4920.200698390152 50 TARGET 1 50 100 0.0 0.0015 5 4516 -19 4634.027328953598 4802.956409801136 50 TARGET 1 50 100 0.0 0.0015 5 4516 -20 4627.6287270491375 4693.431818181818 50 TARGET 1 50 100 0.0 0.0015 5 4516 -21 4626.235923690026 4608.668042732008 50 TARGET 1 50 100 0.0 0.0015 5 4516 -22 4614.655598958333 4674.959827769886 50 TARGET 1 50 100 0.0 0.0015 5 4516 -23 4599.932876946549 4623.118415601326 50 TARGET 1 50 100 0.0 0.0015 5 4516 -24 4591.288284866898 4628.822813091856 50 TARGET 1 50 100 0.0 0.0015 5 4516 -25 4596.865267255892 4593.30097360322 50 TARGET 1 50 100 0.0 0.0015 5 4516 -26 4588.603073376999 4620.450787168561 50 TARGET 1 50 100 0.0 0.0015 5 4516 -27 4582.634681778724 4618.108797940341 50 TARGET 1 50 100 0.0 0.0015 5 4516 -28 4563.87950139415 4592.633522727273 50 TARGET 1 50 100 0.0 0.0015 5 4516 -29 4549.995005392467 4592.696407433712 50 TARGET 1 50 100 0.0 0.0015 5 4516 -30 4562.863299334491 4574.211100260417 50 TARGET 1 50 100 0.0 0.0015 5 4516 -31 4559.8779313315445 4585.28447561553 50 TARGET 1 50 100 0.0 0.0015 5 4516 -32 4553.831113873106 4562.642933238636 50 TARGET 1 50 100 0.0 0.0015 5 4516 -33 4547.320838594276 4550.048428622159 50 TARGET 1 50 100 0.0 0.0015 5 4516 -34 4533.076079808502 4522.948375355114 50 TARGET 1 50 100 0.0 0.0015 5 4516 -35 4538.58905954072 4515.278053977273 50 TARGET 1 50 100 0.0 0.0015 5 4516 -36 4515.171071062185 4483.700476444129 50 TARGET 1 50 100 0.0 0.0015 5 4516 -37 4509.302971117424 4456.021735913826 50 TARGET 1 50 100 0.0 0.0015 5 4516 -38 4503.047871291035 4491.398126775568 50 TARGET 1 50 100 0.0 0.0015 5 4516 -39 4497.766831728746 4481.073390151515 50 TARGET 1 50 100 0.0 0.0015 5 4516 -40 4502.404578006629 4454.152077414773 50 TARGET 1 50 100 0.0 0.0015 5 4516 -41 4494.2962371106905 4484.924597537879 50 TARGET 1 50 100 0.0 0.0015 5 4516 -42 4480.4437572337965 4448.302009351326 50 TARGET 1 50 100 0.0 0.0015 5 4516 -43 4489.944303056608 4428.748623934659 50 TARGET 1 50 100 0.0 0.0015 5 4516 -44 4480.278231534091 4424.875473484848 50 TARGET 1 50 100 0.0 0.0015 5 4516 -45 4477.247017703073 4428.255385890152 50 TARGET 1 50 100 0.0 0.0015 5 4516 -46 4465.5702812631525 4425.940192945076 50 TARGET 1 50 100 0.0 0.0015 5 4516 -47 4467.8695088909935 4399.520596590909 50 TARGET 1 50 100 0.0 0.0015 5 4516 -48 4464.7168872974535 4411.840302438447 50 TARGET 1 50 100 0.0 0.0015 5 4516 -49 4461.348399358165 4410.992823745265 50 TARGET 1 50 100 0.0 0.0015 5 4516 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_50bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_50bs_50e_1k_TARGET.tsv deleted file mode 100644 index 2db130a78..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.0015lr_50bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5514.078660958544 8954.485913825758 50 TARGET 1 50 100 1.0 0.0015 5 8678 -1 5432.7575330124155 7221.105350378788 50 TARGET 1 50 100 1.0 0.0015 5 8678 -2 5351.916934645938 9869.76621685606 50 TARGET 1 50 100 1.0 0.0015 5 8678 -3 5279.814911813447 10810.84774502841 50 TARGET 1 50 100 1.0 0.0015 5 8678 -4 5205.484933975168 9888.892252604166 50 TARGET 1 50 100 1.0 0.0015 5 8678 -5 5122.305299084596 7544.088423295455 50 TARGET 1 50 100 1.0 0.0015 5 8678 -6 5068.775058527988 6095.564083214962 50 TARGET 1 50 100 1.0 0.0015 5 8678 -7 5033.00513599537 5799.682410037879 50 TARGET 1 50 100 1.0 0.0015 5 8678 -8 4975.080785064183 5150.785363399621 50 TARGET 1 50 100 1.0 0.0015 5 8678 -9 4917.990545099432 5212.174701112689 50 TARGET 1 50 100 1.0 0.0015 5 8678 -10 4889.9577283249155 4980.749615293561 50 TARGET 1 50 100 1.0 0.0015 5 8678 -11 4840.407170664983 4958.616122159091 50 TARGET 1 50 100 1.0 0.0015 5 8678 -12 4812.285596853956 4997.257412997159 50 TARGET 1 50 100 1.0 0.0015 5 8678 -13 4781.458279079861 4791.735026041667 50 TARGET 1 50 100 1.0 0.0015 5 8678 -14 4782.23645636048 5212.709990530303 50 TARGET 1 50 100 1.0 0.0015 5 8678 -15 4736.239517571549 4819.91191702178 50 TARGET 1 50 100 1.0 0.0015 5 8678 -16 4701.833213318077 4795.486342921402 50 TARGET 1 50 100 1.0 0.0015 5 8678 -17 4694.603959517045 4725.037982362689 50 TARGET 1 50 100 1.0 0.0015 5 8678 -18 4663.88408827862 4735.255297111742 50 TARGET 1 50 100 1.0 0.0015 5 8678 -19 4650.667444299768 4685.249260179924 50 TARGET 1 50 100 1.0 0.0015 5 8678 -20 4630.78664246633 4659.603944720644 50 TARGET 1 50 100 1.0 0.0015 5 8678 -21 4623.899088541667 4664.548872514205 50 TARGET 1 50 100 1.0 0.0015 5 8678 -22 4607.331355547664 4641.211514559659 50 TARGET 1 50 100 1.0 0.0015 5 8678 -23 4595.58943767098 4574.051669034091 50 TARGET 1 50 100 1.0 0.0015 5 8678 -24 4597.806629116688 4578.416489109848 50 TARGET 1 50 100 1.0 0.0015 5 8678 -25 4597.452917850379 4575.384232954545 50 TARGET 1 50 100 1.0 0.0015 5 8678 -26 4587.543261389941 4592.965243252841 50 TARGET 1 50 100 1.0 0.0015 5 8678 -27 4596.241837318497 4583.371078953598 50 TARGET 1 50 100 1.0 0.0015 5 8678 -28 4587.6001256050085 4549.051698626894 50 TARGET 1 50 100 1.0 0.0015 5 8678 -29 4571.211899266098 4547.168323863636 50 TARGET 1 50 100 1.0 0.0015 5 8678 -30 4559.719739714857 4509.230675899621 50 TARGET 1 50 100 1.0 0.0015 5 8678 -31 4558.96520379577 4480.202325994318 50 TARGET 1 50 100 1.0 0.0015 5 8678 -32 4561.893918021359 4499.111919981061 50 TARGET 1 50 100 1.0 0.0015 5 8678 -33 4547.409567682029 4466.741521661932 50 TARGET 1 50 100 1.0 0.0015 5 8678 -34 4539.373201415194 4488.011896306818 50 TARGET 1 50 100 1.0 0.0015 5 8678 -35 4544.847131799768 4452.705655184659 50 TARGET 1 50 100 1.0 0.0015 5 8678 -36 4543.267806647201 4457.693906841856 50 TARGET 1 50 100 1.0 0.0015 5 8678 -37 4540.248964251894 4485.471931226326 50 TARGET 1 50 100 1.0 0.0015 5 8678 -38 4528.8073788010315 4461.486831202652 50 TARGET 1 50 100 1.0 0.0015 5 8678 -39 4535.894057765152 4483.625887784091 50 TARGET 1 50 100 1.0 0.0015 5 8678 -40 4525.056464712226 4517.247144294508 50 TARGET 1 50 100 1.0 0.0015 5 8678 -41 4517.693068379103 4513.653113162879 50 TARGET 1 50 100 1.0 0.0015 5 8678 -42 4508.8727262863 4486.954826586174 50 TARGET 1 50 100 1.0 0.0015 5 8678 -43 4520.6080301715065 4475.751568418561 50 TARGET 1 50 100 1.0 0.0015 5 8678 -44 4506.160080623948 4468.659002130682 50 TARGET 1 50 100 1.0 0.0015 5 8678 -45 4505.91919849537 4476.336795691288 50 TARGET 1 50 100 1.0 0.0015 5 8678 -46 4503.218753288089 4462.617616595644 50 TARGET 1 50 100 1.0 0.0015 5 8678 -47 4490.34695424295 4448.825757575758 50 TARGET 1 50 100 1.0 0.0015 5 8678 -48 4505.980643018729 4440.586292613636 50 TARGET 1 50 100 1.0 0.0015 5 8678 -49 4486.195396346276 4456.212283972538 50 TARGET 1 50 100 1.0 0.0015 5 8678 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_25bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_25bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index d1a5c58f4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_25bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5505.579022648359 6467.719245679451 25 TARGET 1 100 100 0.5 0.001 5 2448 -1 5399.089389171664 5597.519168738163 25 TARGET 1 100 100 0.5 0.001 5 2448 -2 5309.363319885048 5524.774243903883 25 TARGET 1 100 100 0.5 0.001 5 2448 -3 5213.539619009101 5300.159386837121 25 TARGET 1 100 100 0.5 0.001 5 2448 -4 5160.587593874948 5249.417658025568 25 TARGET 1 100 100 0.5 0.001 5 2448 -5 5097.5946657328495 5109.422000769413 25 TARGET 1 100 100 0.5 0.001 5 2448 -6 5033.233845617635 5012.537871389678 25 TARGET 1 100 100 0.5 0.001 5 2448 -7 4951.7348986282095 4920.217055812027 25 TARGET 1 100 100 0.5 0.001 5 2448 -8 4909.761054555976 4956.373897668087 25 TARGET 1 100 100 0.5 0.001 5 2448 -9 4873.255771418613 4902.115411931818 25 TARGET 1 100 100 0.5 0.001 5 2448 -10 4812.072829532302 4952.386829723011 25 TARGET 1 100 100 0.5 0.001 5 2448 -11 4777.646832912458 4904.756281072443 25 TARGET 1 100 100 0.5 0.001 5 2448 -12 4742.633943602694 4938.146536162405 25 TARGET 1 100 100 0.5 0.001 5 2448 -13 4731.063821811868 4786.74570164536 25 TARGET 1 100 100 0.5 0.001 5 2448 -14 4708.143176557239 4784.024857954545 25 TARGET 1 100 100 0.5 0.001 5 2448 -15 4670.263752433186 4713.562292850379 25 TARGET 1 100 100 0.5 0.001 5 2448 -16 4661.601999815867 4795.741706616951 25 TARGET 1 100 100 0.5 0.001 5 2448 -17 4639.97002577862 4775.371212121212 25 TARGET 1 100 100 0.5 0.001 5 2448 -18 4634.348154395518 4716.907337535511 25 TARGET 1 100 100 0.5 0.001 5 2448 -19 4627.113263165509 4716.214303681345 25 TARGET 1 100 100 0.5 0.001 5 2448 -20 4601.661406545928 4704.212261777936 25 TARGET 1 100 100 0.5 0.001 5 2448 -21 4601.452894833754 4679.149820963542 25 TARGET 1 100 100 0.5 0.001 5 2448 -22 4595.094397753577 4635.784660570549 25 TARGET 1 100 100 0.5 0.001 5 2448 -23 4580.2399844802185 4656.627951882102 25 TARGET 1 100 100 0.5 0.001 5 2448 -24 4558.40348800505 4619.449573863636 25 TARGET 1 100 100 0.5 0.001 5 2448 -25 4550.031460437711 4570.839592211174 25 TARGET 1 100 100 0.5 0.001 5 2448 -26 4535.012004813762 4554.299745501894 25 TARGET 1 100 100 0.5 0.001 5 2448 -27 4537.874524049084 4602.515373461174 25 TARGET 1 100 100 0.5 0.001 5 2448 -28 4520.977331090857 4620.849831321023 25 TARGET 1 100 100 0.5 0.001 5 2448 -29 4516.401571049032 4564.001642400568 25 TARGET 1 100 100 0.5 0.001 5 2448 -30 4509.540086739794 4596.15067915483 25 TARGET 1 100 100 0.5 0.001 5 2448 -31 4495.415068655303 4534.911650686553 25 TARGET 1 100 100 0.5 0.001 5 2448 -32 4512.334968335701 4542.518280954072 25 TARGET 1 100 100 0.5 0.001 5 2448 -33 4500.719620521622 4535.837505918561 25 TARGET 1 100 100 0.5 0.001 5 2448 -34 4495.533600161774 4564.535097064394 25 TARGET 1 100 100 0.5 0.001 5 2448 -35 4506.936890881471 4516.414151278409 25 TARGET 1 100 100 0.5 0.001 5 2448 -36 4491.357406256576 4532.026197028883 25 TARGET 1 100 100 0.5 0.001 5 2448 -37 4477.964518229167 4536.328428326231 25 TARGET 1 100 100 0.5 0.001 5 2448 -38 4482.726763895465 4550.358309659091 25 TARGET 1 100 100 0.5 0.001 5 2448 -39 4494.560733474063 4544.535474372633 25 TARGET 1 100 100 0.5 0.001 5 2448 -40 4480.038127860637 4533.322613340436 25 TARGET 1 100 100 0.5 0.001 5 2448 -41 4475.386377610743 4507.483146898674 25 TARGET 1 100 100 0.5 0.001 5 2448 -42 4488.804477884312 4517.571962298769 25 TARGET 1 100 100 0.5 0.001 5 2448 -43 4473.359623250736 4494.546327533144 25 TARGET 1 100 100 0.5 0.001 5 2448 -44 4468.034808534564 4490.858797940341 25 TARGET 1 100 100 0.5 0.001 5 2448 -45 4466.815776580914 4513.260475852273 25 TARGET 1 100 100 0.5 0.001 5 2448 -46 4466.469527633102 4492.302971117424 25 TARGET 1 100 100 0.5 0.001 5 2448 -47 4457.134935783617 4510.086470170455 25 TARGET 1 100 100 0.5 0.001 5 2448 -48 4452.394519741688 4502.900139086174 25 TARGET 1 100 100 0.5 0.001 5 2448 -49 4453.149203624789 4537.375658439867 25 TARGET 1 100 100 0.5 0.001 5 2448 -50 4473.19429319234 4502.412627249053 25 TARGET 1 100 100 0.5 0.001 5 2448 -51 4456.591735223327 4496.703235973011 25 TARGET 1 100 100 0.5 0.001 5 2448 -52 4455.85562575626 4505.574625651042 25 TARGET 1 100 100 0.5 0.001 5 2448 -53 4443.909935125999 4518.313994436553 25 TARGET 1 100 100 0.5 0.001 5 2448 -54 4442.262590915667 4522.101740056818 25 TARGET 1 100 100 0.5 0.001 5 2448 -55 4446.940859605166 4495.06474905303 25 TARGET 1 100 100 0.5 0.001 5 2448 -56 4438.41192030987 4483.840635357481 25 TARGET 1 100 100 0.5 0.001 5 2448 -57 4436.625244140625 4507.082452947443 25 TARGET 1 100 100 0.5 0.001 5 2448 -58 4427.842084582807 4462.271151455966 25 TARGET 1 100 100 0.5 0.001 5 2448 -59 4441.526560362742 4468.604736328125 25 TARGET 1 100 100 0.5 0.001 5 2448 -60 4427.071870232271 4501.688920454545 25 TARGET 1 100 100 0.5 0.001 5 2448 -61 4417.913981941814 4458.594585996686 25 TARGET 1 100 100 0.5 0.001 5 2448 -62 4426.638765585543 4477.23222952178 25 TARGET 1 100 100 0.5 0.001 5 2448 -63 4430.297763606113 4486.07050485322 25 TARGET 1 100 100 0.5 0.001 5 2448 -64 4418.44329525726 4485.685613458807 25 TARGET 1 100 100 0.5 0.001 5 2448 -65 4425.159727976378 4437.083015210701 25 TARGET 1 100 100 0.5 0.001 5 2448 -66 4412.37173903751 4480.667613636364 25 TARGET 1 100 100 0.5 0.001 5 2448 -67 4414.74814305161 4482.920743075284 25 TARGET 1 100 100 0.5 0.001 5 2448 -68 4416.587850345907 4437.636274857955 25 TARGET 1 100 100 0.5 0.001 5 2448 -69 4413.7272595749155 4487.59384617661 25 TARGET 1 100 100 0.5 0.001 5 2448 -70 4404.163985229903 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4388.696282486321 4423.203687263258 25 TARGET 1 100 100 0.5 0.001 5 2448 -84 4393.332351016677 4454.130652225379 25 TARGET 1 100 100 0.5 0.001 5 2448 -85 4381.441578874685 4426.921697443182 25 TARGET 1 100 100 0.5 0.001 5 2448 -86 4389.225823501946 4448.359042080966 25 TARGET 1 100 100 0.5 0.001 5 2448 -87 4386.3092612321125 4457.715990471117 25 TARGET 1 100 100 0.5 0.001 5 2448 -88 4379.592123217855 4448.078835227273 25 TARGET 1 100 100 0.5 0.001 5 2448 -89 4381.634507509996 4444.213837594697 25 TARGET 1 100 100 0.5 0.001 5 2448 -90 4370.880398220486 4468.140669389205 25 TARGET 1 100 100 0.5 0.001 5 2448 -91 4369.188793041088 4423.212809244792 25 TARGET 1 100 100 0.5 0.001 5 2448 -92 4366.576015690762 4411.126775568182 25 TARGET 1 100 100 0.5 0.001 5 2448 -93 4382.71182857218 4437.890151515152 25 TARGET 1 100 100 0.5 0.001 5 2448 -94 4384.89313052399 4424.100023674242 25 TARGET 1 100 100 0.5 0.001 5 2448 -95 4362.773596972327 4405.720296223958 25 TARGET 1 100 100 0.5 0.001 5 2448 -96 4372.097796815814 4441.112578420928 25 TARGET 1 100 100 0.5 0.001 5 2448 -97 4372.661099109586 4435.001797762784 25 TARGET 1 100 100 0.5 0.001 5 2448 -98 4373.369979087753 4437.243060487689 25 TARGET 1 100 100 0.5 0.001 5 2448 -99 4371.965981428872 4423.576719341856 25 TARGET 1 100 100 0.5 0.001 5 2448 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_25bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_25bs_100e_0k_TARGET.tsv deleted file mode 100644 index 8afa02e67..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_25bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5502.85940705887 6004.924175840436 25 TARGET 1 100 100 0.0 0.001 5 8070 -1 5404.297274502841 8526.21329012784 25 TARGET 1 100 100 0.0 0.001 5 8070 -2 5306.897242279567 5763.853138316761 25 TARGET 1 100 100 0.0 0.001 5 8070 -3 5220.917763244423 5415.577488754735 25 TARGET 1 100 100 0.0 0.001 5 8070 -4 5133.002904204808 5096.930922999527 25 TARGET 1 100 100 0.0 0.001 5 8070 -5 5068.917639119055 5164.685376716383 25 TARGET 1 100 100 0.0 0.001 5 8070 -6 5023.283598517729 5072.179680101799 25 TARGET 1 100 100 0.0 0.001 5 8070 -7 4971.676200481376 4966.653179746686 25 TARGET 1 100 100 0.0 0.001 5 8070 -8 4930.546108875211 4901.805020419034 25 TARGET 1 100 100 0.0 0.001 5 8070 -9 4906.609896984164 5021.4111328125 25 TARGET 1 100 100 0.0 0.001 5 8070 -10 4872.8435116135315 5039.205692175663 25 TARGET 1 100 100 0.0 0.001 5 8070 -11 4852.1634500933815 4865.927889737216 25 TARGET 1 100 100 0.0 0.001 5 8070 -12 4821.736933133418 4791.036887428977 25 TARGET 1 100 100 0.0 0.001 5 8070 -13 4807.877921467277 4750.042865175189 25 TARGET 1 100 100 0.0 0.001 5 8070 -14 4796.098096853956 4741.64931788589 25 TARGET 1 100 100 0.0 0.001 5 8070 -15 4774.331588179977 4728.26650538589 25 TARGET 1 100 100 0.0 0.001 5 8070 -16 4763.193169487848 4716.87314305161 25 TARGET 1 100 100 0.0 0.001 5 8070 -17 4741.735506102694 4657.940111564867 25 TARGET 1 100 100 0.0 0.001 5 8070 -18 4744.637199633049 4649.307979699337 25 TARGET 1 100 100 0.0 0.001 5 8070 -19 4715.56099241109 4615.594756155303 25 TARGET 1 100 100 0.0 0.001 5 8070 -20 4717.531203966751 4628.359286221591 25 TARGET 1 100 100 0.0 0.001 5 8070 -21 4705.722204959754 4607.008515329072 25 TARGET 1 100 100 0.0 0.001 5 8070 -22 4690.73587190262 4591.013072620739 25 TARGET 1 100 100 0.0 0.001 5 8070 -23 4679.222742562342 4656.556470466383 25 TARGET 1 100 100 0.0 0.001 5 8070 -24 4688.392758969908 4628.302682587595 25 TARGET 1 100 100 0.0 0.001 5 8070 -25 4671.084582807239 4546.999733664773 25 TARGET 1 100 100 0.0 0.001 5 8070 -26 4640.668212068603 4569.422895951705 25 TARGET 1 100 100 0.0 0.001 5 8070 -27 4647.686902389783 4553.35273141572 25 TARGET 1 100 100 0.0 0.001 5 8070 -28 4640.269767992424 4569.200727982955 25 TARGET 1 100 100 0.0 0.001 5 8070 -29 4626.096124000421 4545.139870383523 25 TARGET 1 100 100 0.0 0.001 5 8070 -30 4630.411313657408 4544.556943951231 25 TARGET 1 100 100 0.0 0.001 5 8070 -31 4615.828982369266 4516.59853663589 25 TARGET 1 100 100 0.0 0.001 5 8070 -32 4620.242338752104 4528.438950047348 25 TARGET 1 100 100 0.0 0.001 5 8070 -33 4602.444173177083 4501.494776870265 25 TARGET 1 100 100 0.0 0.001 5 8070 -34 4597.876381819497 4524.438446969697 25 TARGET 1 100 100 0.0 0.001 5 8070 -35 4599.174176662458 4523.517415364583 25 TARGET 1 100 100 0.0 0.001 5 8070 -36 4586.516100128893 4507.950476444129 25 TARGET 1 100 100 0.0 0.001 5 8070 -37 4583.988810632365 4503.416681463068 25 TARGET 1 100 100 0.0 0.001 5 8070 -38 4583.657330137311 4517.865826231061 25 TARGET 1 100 100 0.0 0.001 5 8070 -39 4580.179823133681 4510.289587772254 25 TARGET 1 100 100 0.0 0.001 5 8070 -40 4564.7511968644785 4507.504046815814 25 TARGET 1 100 100 0.0 0.001 5 8070 -41 4566.49812167903 4497.698996803977 25 TARGET 1 100 100 0.0 0.001 5 8070 -42 4549.370801932081 4493.328531901042 25 TARGET 1 100 100 0.0 0.001 5 8070 -43 4563.526505287247 4492.397002249053 25 TARGET 1 100 100 0.0 0.001 5 8070 -44 4549.187119403672 4494.818818063447 25 TARGET 1 100 100 0.0 0.001 5 8070 -45 4546.622781361795 4458.705433238636 25 TARGET 1 100 100 0.0 0.001 5 8070 -46 4542.652458011101 4455.160555752841 25 TARGET 1 100 100 0.0 0.001 5 8070 -47 4548.534173111321 4500.030621152936 25 TARGET 1 100 100 0.0 0.001 5 8070 -48 4533.669876663773 4467.624156605114 25 TARGET 1 100 100 0.0 0.001 5 8070 -49 4528.225214383418 4474.798709753788 25 TARGET 1 100 100 0.0 0.001 5 8070 -50 4528.846313887574 4445.597863399621 25 TARGET 1 100 100 0.0 0.001 5 8070 -51 4522.945703782618 4432.644901160038 25 TARGET 1 100 100 0.0 0.001 5 8070 -52 4534.542466494371 4442.136311848958 25 TARGET 1 100 100 0.0 0.001 5 8070 -53 4523.527688177346 4434.398903586648 25 TARGET 1 100 100 0.0 0.001 5 8070 -54 4530.34796286432 4456.440518465909 25 TARGET 1 100 100 0.0 0.001 5 8070 -55 4515.322626492793 4442.188617128314 25 TARGET 1 100 100 0.0 0.001 5 8070 -56 4504.785328874685 4447.306063565341 25 TARGET 1 100 100 0.0 0.001 5 8070 -57 4515.339311901568 4468.82832475142 25 TARGET 1 100 100 0.0 0.001 5 8070 -58 4500.424067333491 4436.527802438447 25 TARGET 1 100 100 0.0 0.001 5 8070 -59 4499.050643150253 4453.603700580019 25 TARGET 1 100 100 0.0 0.001 5 8070 -60 4492.922788266783 4420.06045069839 25 TARGET 1 100 100 0.0 0.001 5 8070 -61 4486.756679753262 4424.737312085701 25 TARGET 1 100 100 0.0 0.001 5 8070 -62 4497.372184573601 4428.240286162405 25 TARGET 1 100 100 0.0 0.001 5 8070 -63 4483.368832366635 4440.399014559659 25 TARGET 1 100 100 0.0 0.001 5 8070 -64 4490.856922085438 4428.629520300663 25 TARGET 1 100 100 0.0 0.001 5 8070 -65 4483.603899509417 4419.498387192235 25 TARGET 1 100 100 0.0 0.001 5 8070 -66 4480.982596143729 4412.243778113163 25 TARGET 1 100 100 0.0 0.001 5 8070 -67 4482.130350543192 4411.436360677083 25 TARGET 1 100 100 0.0 0.001 5 8070 -68 4477.381675643151 4418.854159268466 25 TARGET 1 100 100 0.0 0.001 5 8070 -69 4477.471926294192 4396.245494495739 25 TARGET 1 100 100 0.0 0.001 5 8070 -70 4472.414737380313 4414.532455906723 25 TARGET 1 100 100 0.0 0.001 5 8070 -71 4467.305426498054 4423.402306758996 25 TARGET 1 100 100 0.0 0.001 5 8070 -72 4478.84296250263 4398.512325402462 25 TARGET 1 100 100 0.0 0.001 5 8070 -73 4461.911523273096 4410.238444010417 25 TARGET 1 100 100 0.0 0.001 5 8070 -74 4455.233071272622 4408.561597419508 25 TARGET 1 100 100 0.0 0.001 5 8070 -75 4462.137214429451 4413.71797318892 25 TARGET 1 100 100 0.0 0.001 5 8070 -76 4476.298283946233 4392.662545868845 25 TARGET 1 100 100 0.0 0.001 5 8070 -77 4463.658233539825 4389.757442589962 25 TARGET 1 100 100 0.0 0.001 5 8070 -78 4459.285397924558 4384.24951171875 25 TARGET 1 100 100 0.0 0.001 5 8070 -79 4457.183749934238 4379.752286044034 25 TARGET 1 100 100 0.0 0.001 5 8070 -80 4459.038177181976 4385.191428444602 25 TARGET 1 100 100 0.0 0.001 5 8070 -81 4453.88312980061 4376.484108664773 25 TARGET 1 100 100 0.0 0.001 5 8070 -82 4445.327155835701 4387.914136482008 25 TARGET 1 100 100 0.0 0.001 5 8070 -83 4456.158795803083 4386.927897135417 25 TARGET 1 100 100 0.0 0.001 5 8070 -84 4445.73543705282 4386.449958570076 25 TARGET 1 100 100 0.0 0.001 5 8070 -85 4463.688730567393 4374.128166429924 25 TARGET 1 100 100 0.0 0.001 5 8070 -86 4450.190670540036 4400.932691169508 25 TARGET 1 100 100 0.0 0.001 5 8070 -87 4443.1121978246 4375.612859552557 25 TARGET 1 100 100 0.0 0.001 5 8070 -88 4445.875401146885 4379.489228219697 25 TARGET 1 100 100 0.0 0.001 5 8070 -89 4447.800080886995 4388.122025923295 25 TARGET 1 100 100 0.0 0.001 5 8070 -90 4442.827963883628 4376.385527639678 25 TARGET 1 100 100 0.0 0.001 5 8070 -91 4425.860249631734 4377.58525686553 25 TARGET 1 100 100 0.0 0.001 5 8070 -92 4436.22639151936 4386.40215139678 25 TARGET 1 100 100 0.0 0.001 5 8070 -93 4435.043578690551 4363.232666015625 25 TARGET 1 100 100 0.0 0.001 5 8070 -94 4438.394336430713 4382.73662405303 25 TARGET 1 100 100 0.0 0.001 5 8070 -95 4429.210648148148 4401.074359315814 25 TARGET 1 100 100 0.0 0.001 5 8070 -96 4424.685633187342 4362.479928681345 25 TARGET 1 100 100 0.0 0.001 5 8070 -97 4434.331666272096 4380.170454545455 25 TARGET 1 100 100 0.0 0.001 5 8070 -98 4416.645026929451 4362.004009824811 25 TARGET 1 100 100 0.0 0.001 5 8070 -99 4427.988867351904 4343.820194128788 25 TARGET 1 100 100 0.0 0.001 5 8070 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_25bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_25bs_100e_1k_TARGET.tsv deleted file mode 100644 index ad4b62d7d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_25bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5499.868846341014 6338.230061848958 25 TARGET 1 100 100 1.0 0.001 5 6810 -1 5399.450986097959 6351.201711943655 25 TARGET 1 100 100 1.0 0.001 5 6810 -2 5297.220985078651 5505.841205018939 25 TARGET 1 100 100 1.0 0.001 5 6810 -3 5223.6703156236845 5271.005859375 25 TARGET 1 100 100 1.0 0.001 5 6810 -4 5143.873735729693 5517.009536280777 25 TARGET 1 100 100 1.0 0.001 5 6810 -5 5072.737582531039 7173.747092507102 25 TARGET 1 100 100 1.0 0.001 5 6810 -6 4989.822010798085 5500.667487866951 25 TARGET 1 100 100 1.0 0.001 5 6810 -7 4948.425436822654 4963.857562440814 25 TARGET 1 100 100 1.0 0.001 5 6810 -8 4869.261991661406 4939.545676491477 25 TARGET 1 100 100 1.0 0.001 5 6810 -9 4829.7221959175085 4977.307661576705 25 TARGET 1 100 100 1.0 0.001 5 6810 -10 4788.367461233428 4858.021513967803 25 TARGET 1 100 100 1.0 0.001 5 6810 -11 4729.342479153514 4765.08769827178 25 TARGET 1 100 100 1.0 0.001 5 6810 -12 4732.061613037931 4772.15946821733 25 TARGET 1 100 100 1.0 0.001 5 6810 -13 4690.06407170665 4878.150775331439 25 TARGET 1 100 100 1.0 0.001 5 6810 -14 4658.419302892204 4757.884321732955 25 TARGET 1 100 100 1.0 0.001 5 6810 -15 4625.094564624105 4709.231504498106 25 TARGET 1 100 100 1.0 0.001 5 6810 -16 4634.018377952704 4604.703672466856 25 TARGET 1 100 100 1.0 0.001 5 6810 -17 4609.398231994423 4635.79999704072 25 TARGET 1 100 100 1.0 0.001 5 6810 -18 4590.815054023306 4681.159342447917 25 TARGET 1 100 100 1.0 0.001 5 6810 -19 4591.624510896728 4670.568588719223 25 TARGET 1 100 100 1.0 0.001 5 6810 -20 4569.238130819918 4614.009417909564 25 TARGET 1 100 100 1.0 0.001 5 6810 -21 4567.890306055345 4600.597204959754 25 TARGET 1 100 100 1.0 0.001 5 6810 -22 4549.558995718908 4603.276285807292 25 TARGET 1 100 100 1.0 0.001 5 6810 -23 4541.047782512626 4640.606630267519 25 TARGET 1 100 100 1.0 0.001 5 6810 -24 4538.70096883549 4623.184659090909 25 TARGET 1 100 100 1.0 0.001 5 6810 -25 4527.883461075599 4613.107377485795 25 TARGET 1 100 100 1.0 0.001 5 6810 -26 4529.280916258944 4579.013560901989 25 TARGET 1 100 100 1.0 0.001 5 6810 -27 4523.70656762942 4589.038759173769 25 TARGET 1 100 100 1.0 0.001 5 6810 -28 4525.22929243608 4607.544344815341 25 TARGET 1 100 100 1.0 0.001 5 6810 -29 4502.8794183698965 4612.732051964962 25 TARGET 1 100 100 1.0 0.001 5 6810 -30 4514.3554334030405 4604.554532137784 25 TARGET 1 100 100 1.0 0.001 5 6810 -31 4506.718213219434 4609.620346531723 25 TARGET 1 100 100 1.0 0.001 5 6810 -32 4500.319458418824 4615.154518821023 25 TARGET 1 100 100 1.0 0.001 5 6810 -33 4512.7752369068285 4614.582748875473 25 TARGET 1 100 100 1.0 0.001 5 6810 -34 4505.13752433186 4565.758426550663 25 TARGET 1 100 100 1.0 0.001 5 6810 -35 4493.998637087016 4568.055331143466 25 TARGET 1 100 100 1.0 0.001 5 6810 -36 4503.108420632102 4617.340539180871 25 TARGET 1 100 100 1.0 0.001 5 6810 -37 4491.488974214804 4562.28975053267 25 TARGET 1 100 100 1.0 0.001 5 6810 -38 4486.594563802083 4568.540786280777 25 TARGET 1 100 100 1.0 0.001 5 6810 -39 4505.220283893624 4580.567109079072 25 TARGET 1 100 100 1.0 0.001 5 6810 -40 4480.659757569181 4574.603397253788 25 TARGET 1 100 100 1.0 0.001 5 6810 -41 4482.53996754656 4571.534815932765 25 TARGET 1 100 100 1.0 0.001 5 6810 -42 4488.3491449323965 4523.136274857955 25 TARGET 1 100 100 1.0 0.001 5 6810 -43 4480.038476398096 4562.166104403409 25 TARGET 1 100 100 1.0 0.001 5 6810 -44 4482.563071305503 4563.78007368608 25 TARGET 1 100 100 1.0 0.001 5 6810 -45 4470.964090777567 4547.306004379735 25 TARGET 1 100 100 1.0 0.001 5 6810 -46 4491.891747882471 4571.935569069602 25 TARGET 1 100 100 1.0 0.001 5 6810 -47 4476.704257746738 4554.788078539299 25 TARGET 1 100 100 1.0 0.001 5 6810 -48 4477.073676215277 4576.821222478693 25 TARGET 1 100 100 1.0 0.001 5 6810 -49 4458.684943510627 4570.888908617424 25 TARGET 1 100 100 1.0 0.001 5 6810 -50 4469.45381303267 4534.093380089962 25 TARGET 1 100 100 1.0 0.001 5 6810 -51 4473.048252709385 4534.290690104167 25 TARGET 1 100 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a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_25bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5502.78321381129 5869.802231297348 25 TARGET 1 50 100 0.5 0.001 5 4052 -1 5400.595274851378 5381.284357244318 25 TARGET 1 50 100 0.5 0.001 5 4052 -2 5317.738757200916 5394.282700047348 25 TARGET 1 50 100 0.5 0.001 5 4052 -3 5223.34379274516 5199.250355113636 25 TARGET 1 50 100 0.5 0.001 5 4052 -4 5160.220783683186 5092.092891808712 25 TARGET 1 50 100 0.5 0.001 5 4052 -5 5097.4126288930975 5107.288359670928 25 TARGET 1 50 100 0.5 0.001 5 4052 -6 5034.31648105403 4936.469341856061 25 TARGET 1 50 100 0.5 0.001 5 4052 -7 4993.979257911143 4881.449092980587 25 TARGET 1 50 100 0.5 0.001 5 4052 -8 4921.922280256997 4884.971139618845 25 TARGET 1 50 100 0.5 0.001 5 4052 -9 4866.449813072128 4839.147342566288 25 TARGET 1 50 100 0.5 0.001 5 4052 -10 4840.795107652041 4999.696703361742 25 TARGET 1 50 100 0.5 0.001 5 4052 -11 4787.333542949022 4730.423095703125 25 TARGET 1 50 100 0.5 0.001 5 4052 -12 4746.6953437368475 4803.92685398911 25 TARGET 1 50 100 0.5 0.001 5 4052 -13 4712.217476687448 4645.607984138258 25 TARGET 1 50 100 0.5 0.001 5 4052 -14 4703.214600431397 4698.194609670928 25 TARGET 1 50 100 0.5 0.001 5 4052 -15 4690.564459701179 4757.435162168561 25 TARGET 1 50 100 0.5 0.001 5 4052 -16 4674.012845742582 4608.767933238636 25 TARGET 1 50 100 0.5 0.001 5 4052 -17 4647.961315630261 4595.321141098485 25 TARGET 1 50 100 0.5 0.001 5 4052 -18 4647.574316570654 4558.225312204072 25 TARGET 1 50 100 0.5 0.001 5 4052 -19 4614.532653192077 4605.539898496686 25 TARGET 1 50 100 0.5 0.001 5 4052 -20 4593.174450395886 4582.763264973958 25 TARGET 1 50 100 0.5 0.001 5 4052 -21 4591.719765197548 4560.144190932765 25 TARGET 1 50 100 0.5 0.001 5 4052 -22 4564.348036846328 4532.371300899621 25 TARGET 1 50 100 0.5 0.001 5 4052 -23 4559.723890105482 4506.43876509233 25 TARGET 1 50 100 0.5 0.001 5 4052 -24 4560.609189222959 4530.049035274621 25 TARGET 1 50 100 0.5 0.001 5 4052 -25 4533.318484322391 4511.046993371212 25 TARGET 1 50 100 0.5 0.001 5 4052 -26 4547.922286833175 4488.302386659564 25 TARGET 1 50 100 0.5 0.001 5 4052 -27 4526.627096156882 4500.877108487216 25 TARGET 1 50 100 0.5 0.001 5 4052 -28 4536.216892229588 4431.015602805398 25 TARGET 1 50 100 0.5 0.001 5 4052 -29 4523.544788707386 4434.949662642045 25 TARGET 1 50 100 0.5 0.001 5 4052 -30 4523.177193484323 4435.076097892992 25 TARGET 1 50 100 0.5 0.001 5 4052 -31 4504.511022497107 4454.314956202652 25 TARGET 1 50 100 0.5 0.001 5 4052 -32 4509.706714771412 4440.002256451231 25 TARGET 1 50 100 0.5 0.001 5 4052 -33 4504.152840251473 4454.85624556108 25 TARGET 1 50 100 0.5 0.001 5 4052 -34 4501.66464695786 4459.986335523201 25 TARGET 1 50 100 0.5 0.001 5 4052 -35 4498.065303096065 4429.066731770833 25 TARGET 1 50 100 0.5 0.001 5 4052 -36 4497.241717303241 4434.472589666193 25 TARGET 1 50 100 0.5 0.001 5 4052 -37 4488.17232053609 4406.307631983902 25 TARGET 1 50 100 0.5 0.001 5 4052 -38 4490.282804444181 4411.314046223958 25 TARGET 1 50 100 0.5 0.001 5 4052 -39 4493.7305632825655 4417.081557765152 25 TARGET 1 50 100 0.5 0.001 5 4052 -40 4477.1387960003685 4391.42499704072 25 TARGET 1 50 100 0.5 0.001 5 4052 -41 4483.818254978167 4425.353404651989 25 TARGET 1 50 100 0.5 0.001 5 4052 -42 4469.816293632944 4416.550559303977 25 TARGET 1 50 100 0.5 0.001 5 4052 -43 4478.672244910038 4372.026552142519 25 TARGET 1 50 100 0.5 0.001 5 4052 -44 4480.312980883049 4402.6669921875 25 TARGET 1 50 100 0.5 0.001 5 4052 -45 4479.712942412405 4383.228449041193 25 TARGET 1 50 100 0.5 0.001 5 4052 -46 4462.369629728272 4392.768273555871 25 TARGET 1 50 100 0.5 0.001 5 4052 -47 4462.60302734375 4399.194121389678 25 TARGET 1 50 100 0.5 0.001 5 4052 -48 4461.196899003051 4384.412442294034 25 TARGET 1 50 100 0.5 0.001 5 4052 -49 4445.578476003525 4382.83447265625 25 TARGET 1 50 100 0.5 0.001 5 4052 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_25bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_25bs_50e_0k_TARGET.tsv deleted file mode 100644 index 6a2149454..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_25bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5500.837507562605 5938.921889796402 25 TARGET 1 50 100 0.0 0.001 5 4857 -1 5399.419865155461 5398.091301195549 25 TARGET 1 50 100 0.0 0.001 5 4857 -2 5304.094036063762 5345.714592211174 25 TARGET 1 50 100 0.0 0.001 5 4857 -3 5199.909918685554 5313.434540719697 25 TARGET 1 50 100 0.0 0.001 5 4857 -4 5121.323531539352 5098.455943714489 25 TARGET 1 50 100 0.0 0.001 5 4857 -5 5053.919997501052 5021.138819839015 25 TARGET 1 50 100 0.0 0.001 5 4857 -6 4984.858538181292 4972.470429391572 25 TARGET 1 50 100 0.0 0.001 5 4857 -7 4928.9682082873005 4997.737645004735 25 TARGET 1 50 100 0.0 0.001 5 4857 -8 4875.614298913615 4931.383826053504 25 TARGET 1 50 100 0.0 0.001 5 4857 -9 4833.194294836385 4830.456358013731 25 TARGET 1 50 100 0.0 0.001 5 4857 -10 4779.998752170139 4813.726244377367 25 TARGET 1 50 100 0.0 0.001 5 4857 -11 4737.392141631155 4783.24580522017 25 TARGET 1 50 100 0.0 0.001 5 4857 -12 4713.882904566498 4723.418930516098 25 TARGET 1 50 100 0.0 0.001 5 4857 -13 4697.818998908354 4738.433238636364 25 TARGET 1 50 100 0.0 0.001 5 4857 -14 4674.061823475642 4775.235122218277 25 TARGET 1 50 100 0.0 0.001 5 4857 -15 4632.516743772359 4738.928673946496 25 TARGET 1 50 100 0.0 0.001 5 4857 -16 4633.833227292455 4734.881784150095 25 TARGET 1 50 100 0.0 0.001 5 4857 -17 4611.890546085859 4711.95468602036 25 TARGET 1 50 100 0.0 0.001 5 4857 -18 4606.24391621291 4632.038130326705 25 TARGET 1 50 100 0.0 0.001 5 4857 -19 4583.208359638047 4678.323641690341 25 TARGET 1 50 100 0.0 0.001 5 4857 -20 4583.271187624948 4634.642015861742 25 TARGET 1 50 100 0.0 0.001 5 4857 -21 4573.192832458702 4710.992905125473 25 TARGET 1 50 100 0.0 0.001 5 4857 -22 4575.914055101799 4657.16806492661 25 TARGET 1 50 100 0.0 0.001 5 4857 -23 4564.0722047953495 4633.352820194129 25 TARGET 1 50 100 0.0 0.001 5 4857 -24 4546.220551050873 4615.068588719223 25 TARGET 1 50 100 0.0 0.001 5 4857 -25 4564.808883101852 4581.733235677083 25 TARGET 1 50 100 0.0 0.001 5 4857 -26 4535.589785386416 4583.200868548769 25 TARGET 1 50 100 0.0 0.001 5 4857 -27 4542.987481422296 4649.63164358428 25 TARGET 1 50 100 0.0 0.001 5 4857 -28 4541.814329821654 4564.456284031723 25 TARGET 1 50 100 0.0 0.001 5 4857 -29 4523.846379649358 4609.522890033144 25 TARGET 1 50 100 0.0 0.001 5 4857 -30 4522.539559001473 4556.207963423295 25 TARGET 1 50 100 0.0 0.001 5 4857 -31 4524.715951014046 4581.836943655303 25 TARGET 1 50 100 0.0 0.001 5 4857 -32 4519.550067734638 4578.966463955966 25 TARGET 1 50 100 0.0 0.001 5 4857 -33 4516.866500289352 4601.946311257102 25 TARGET 1 50 100 0.0 0.001 5 4857 -34 4527.833210029988 4609.949914180871 25 TARGET 1 50 100 0.0 0.001 5 4857 -35 4496.490092987164 4585.000628847064 25 TARGET 1 50 100 0.0 0.001 5 4857 -36 4508.021206531461 4555.6318359375 25 TARGET 1 50 100 0.0 0.001 5 4857 -37 4505.471662425031 4585.465576171875 25 TARGET 1 50 100 0.0 0.001 5 4857 -38 4490.854992799084 4552.219756155303 25 TARGET 1 50 100 0.0 0.001 5 4857 -39 4487.582356770833 4577.46269087358 25 TARGET 1 50 100 0.0 0.001 5 4857 -40 4490.584046848695 4584.918878728693 25 TARGET 1 50 100 0.0 0.001 5 4857 -41 4500.448268492214 4539.264189749053 25 TARGET 1 50 100 0.0 0.001 5 4857 -42 4492.4432352496315 4550.704723011364 25 TARGET 1 50 100 0.0 0.001 5 4857 -43 4480.721607349537 4567.124659682765 25 TARGET 1 50 100 0.0 0.001 5 4857 -44 4478.752289332123 4553.433438387784 25 TARGET 1 50 100 0.0 0.001 5 4857 -45 4492.122829861111 4539.724535392992 25 TARGET 1 50 100 0.0 0.001 5 4857 -46 4476.514229206124 4555.540061257102 25 TARGET 1 50 100 0.0 0.001 5 4857 -47 4473.810390690762 4553.968639026989 25 TARGET 1 50 100 0.0 0.001 5 4857 -48 4471.269321634312 4561.208732836174 25 TARGET 1 50 100 0.0 0.001 5 4857 -49 4487.186881017204 4589.695859966856 25 TARGET 1 50 100 0.0 0.001 5 4857 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_25bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_25bs_50e_1k_TARGET.tsv deleted file mode 100644 index 3cf759331..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_25bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5493.978446575126 5686.321607185133 25 TARGET 1 50 100 1.0 0.001 5 9388 -1 5389.549392032302 6016.779215494792 25 TARGET 1 50 100 1.0 0.001 5 9388 -2 5296.84162589436 5452.52763967803 25 TARGET 1 50 100 1.0 0.001 5 9388 -3 5210.784931015888 5421.88350053267 25 TARGET 1 50 100 1.0 0.001 5 9388 -4 5148.226610177294 5183.712254379735 25 TARGET 1 50 100 1.0 0.001 5 9388 -5 5084.33900610927 5215.530739524148 25 TARGET 1 50 100 1.0 0.001 5 9388 -6 5022.920853226273 5005.033018169981 25 TARGET 1 50 100 1.0 0.001 5 9388 -7 4973.72844082097 4959.448079427083 25 TARGET 1 50 100 1.0 0.001 5 9388 -8 4954.679181134259 5002.679524739583 25 TARGET 1 50 100 1.0 0.001 5 9388 -9 4913.578854133786 5027.503454959754 25 TARGET 1 50 100 1.0 0.001 5 9388 -10 4873.3830582846695 4990.002774325284 25 TARGET 1 50 100 1.0 0.001 5 9388 -11 4844.369241733743 4898.08993992661 25 TARGET 1 50 100 1.0 0.001 5 9388 -12 4825.275626545402 4904.012066465436 25 TARGET 1 50 100 1.0 0.001 5 9388 -13 4803.571248783407 4862.047215317235 25 TARGET 1 50 100 1.0 0.001 5 9388 -14 4788.584213719223 4775.391268643466 25 TARGET 1 50 100 1.0 0.001 5 9388 -15 4774.996633818655 4785.406716086648 25 TARGET 1 50 100 1.0 0.001 5 9388 -16 4766.852793067393 4746.952000473485 25 TARGET 1 50 100 1.0 0.001 5 9388 -17 4741.60235739557 4760.916999585701 25 TARGET 1 50 100 1.0 0.001 5 9388 -18 4727.624279908459 4769.738044507576 25 TARGET 1 50 100 1.0 0.001 5 9388 -19 4723.603764697759 4762.242897727273 25 TARGET 1 50 100 1.0 0.001 5 9388 -20 4711.190199521254 4730.559067234848 25 TARGET 1 50 100 1.0 0.001 5 9388 -21 4697.2080982349535 4700.61835641572 25 TARGET 1 50 100 1.0 0.001 5 9388 -22 4694.060319996844 4735.289010712595 25 TARGET 1 50 100 1.0 0.001 5 9388 -23 4681.749460753367 4666.906656901042 25 TARGET 1 50 100 1.0 0.001 5 9388 -24 4667.5546891440445 4684.036206794508 25 TARGET 1 50 100 1.0 0.001 5 9388 -25 4673.962764855587 4668.606926195549 25 TARGET 1 50 100 1.0 0.001 5 9388 -26 4667.390329893992 4682.786184599905 25 TARGET 1 50 100 1.0 0.001 5 9388 -27 4647.74471110848 4669.409298058712 25 TARGET 1 50 100 1.0 0.001 5 9388 -28 4641.147295711016 4626.22577829072 25 TARGET 1 50 100 1.0 0.001 5 9388 -29 4619.202025956176 4641.639197147254 25 TARGET 1 50 100 1.0 0.001 5 9388 -30 4624.471523503262 4620.166133996212 25 TARGET 1 50 100 1.0 0.001 5 9388 -31 4610.164015644728 4614.103848544034 25 TARGET 1 50 100 1.0 0.001 5 9388 -32 4601.477529198232 4613.823160807292 25 TARGET 1 50 100 1.0 0.001 5 9388 -33 4611.435356987848 4600.218195134943 25 TARGET 1 50 100 1.0 0.001 5 9388 -34 4591.893781565656 4588.505585641572 25 TARGET 1 50 100 1.0 0.001 5 9388 -35 4594.66101526331 4632.339680989583 25 TARGET 1 50 100 1.0 0.001 5 9388 -36 4588.709032052294 4575.911872632576 25 TARGET 1 50 100 1.0 0.001 5 9388 -37 4585.4267931594595 4563.182461825284 25 TARGET 1 50 100 1.0 0.001 5 9388 -38 4574.947706228956 4584.621441465436 25 TARGET 1 50 100 1.0 0.001 5 9388 -39 4566.01744988952 4551.622684363163 25 TARGET 1 50 100 1.0 0.001 5 9388 -40 4561.054399792193 4554.533188328598 25 TARGET 1 50 100 1.0 0.001 5 9388 -41 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a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_50bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5522.946247961385 5571.843187736742 50 TARGET 1 100 100 0.5 0.001 5 2920 -1 5467.323166561448 5810.781279592803 50 TARGET 1 100 100 0.5 0.001 5 2920 -2 5402.636856849747 5782.404696377841 50 TARGET 1 100 100 0.5 0.001 5 2920 -3 5355.563979640152 5704.487674597538 50 TARGET 1 100 100 0.5 0.001 5 2920 -4 5325.112682817761 5569.971768465909 50 TARGET 1 100 100 0.5 0.001 5 2920 -5 5277.847355389836 5256.994850852273 50 TARGET 1 100 100 0.5 0.001 5 2920 -6 5207.279507312711 5215.932217684659 50 TARGET 1 100 100 0.5 0.001 5 2920 -7 5159.8590363268095 5224.262946851326 50 TARGET 1 100 100 0.5 0.001 5 2920 -8 5133.824156276305 5014.650213068182 50 TARGET 1 100 100 0.5 0.001 5 2920 -9 5089.842485729693 5141.403187144886 50 TARGET 1 100 100 0.5 0.001 5 2920 -10 5055.618798663721 5007.164965080492 50 TARGET 1 100 100 0.5 0.001 5 2920 -11 5008.591006089541 4940.106889204545 50 TARGET 1 100 100 0.5 0.001 5 2920 -12 4968.6818790114685 4957.892548532197 50 TARGET 1 100 100 0.5 0.001 5 2920 -13 4944.076765375105 5078.994480942235 50 TARGET 1 100 100 0.5 0.001 5 2920 -14 4909.375914088805 4859.589695785985 50 TARGET 1 100 100 0.5 0.001 5 2920 -15 4889.254636205808 4825.669078480114 50 TARGET 1 100 100 0.5 0.001 5 2920 -16 4862.925810842803 4638.941583806818 50 TARGET 1 100 100 0.5 0.001 5 2920 -17 4847.022511902883 4618.802305279356 50 TARGET 1 100 100 0.5 0.001 5 2920 -18 4841.142344670665 4794.505711410985 50 TARGET 1 100 100 0.5 0.001 5 2920 -19 4786.7614096696125 4757.953790838068 50 TARGET 1 100 100 0.5 0.001 5 2920 -20 4771.201319839015 4770.220377604167 50 TARGET 1 100 100 0.5 0.001 5 2920 -21 4747.230213923085 4856.620768229167 50 TARGET 1 100 100 0.5 0.001 5 2920 -22 4764.573230679188 4665.066924124053 50 TARGET 1 100 100 0.5 0.001 5 2920 -23 4721.787665062079 4580.605232007576 50 TARGET 1 100 100 0.5 0.001 5 2920 -24 4699.97395011311 4598.588615648674 50 TARGET 1 100 100 0.5 0.001 5 2920 -25 4688.09933481955 4586.942782315341 50 TARGET 1 100 100 0.5 0.001 5 2920 -26 4691.888694891624 4782.24189157197 50 TARGET 1 100 100 0.5 0.001 5 2920 -27 4653.1857260758625 4563.099979285038 50 TARGET 1 100 100 0.5 0.001 5 2920 -28 4677.283347800926 4517.157404119318 50 TARGET 1 100 100 0.5 0.001 5 2920 -29 4656.684616345749 4511.901396780303 50 TARGET 1 100 100 0.5 0.001 5 2920 -30 4639.475186434659 4456.683238636364 50 TARGET 1 100 100 0.5 0.001 5 2920 -31 4624.473320444024 4507.953657670455 50 TARGET 1 100 100 0.5 0.001 5 2920 -32 4635.2630339856905 4507.975068063447 50 TARGET 1 100 100 0.5 0.001 5 2920 -33 4614.988223708438 4608.643776633523 50 TARGET 1 100 100 0.5 0.001 5 2920 -34 4602.07364497843 4585.166740648674 50 TARGET 1 100 100 0.5 0.001 5 2920 -35 4624.036686855535 4469.178400213068 50 TARGET 1 100 100 0.5 0.001 5 2920 -36 4591.418460319339 4461.838497277462 50 TARGET 1 100 100 0.5 0.001 5 2920 -37 4596.148753156565 4445.408217921402 50 TARGET 1 100 100 0.5 0.001 5 2920 -38 4593.7499687631525 4437.864524147727 50 TARGET 1 100 100 0.5 0.001 5 2920 -39 4602.469711766098 4448.527876420455 50 TARGET 1 100 100 0.5 0.001 5 2920 -40 4589.5007562605215 4452.829693418561 50 TARGET 1 100 100 0.5 0.001 5 2920 -41 4583.952288181292 4500.931877367424 50 TARGET 1 100 100 0.5 0.001 5 2920 -42 4574.406608401726 4507.556773792614 50 TARGET 1 100 100 0.5 0.001 5 2920 -43 4578.148495041562 4545.883685487689 50 TARGET 1 100 100 0.5 0.001 5 2920 -44 4561.460975313026 4508.743016098485 50 TARGET 1 100 100 0.5 0.001 5 2920 -45 4568.201499039878 4465.041148792614 50 TARGET 1 100 100 0.5 0.001 5 2920 -46 4558.545826099537 4446.867172703598 50 TARGET 1 100 100 0.5 0.001 5 2920 -47 4564.943724352904 4430.944025213068 50 TARGET 1 100 100 0.5 0.001 5 2920 -48 4555.368208451705 4446.887236624053 50 TARGET 1 100 100 0.5 0.001 5 2920 -49 4557.017142453177 4471.946037523674 50 TARGET 1 100 100 0.5 0.001 5 2920 -50 4547.327424636995 4428.275213068182 50 TARGET 1 100 100 0.5 0.001 5 2920 -51 4550.571603075021 4414.203583688447 50 TARGET 1 100 100 0.5 0.001 5 2920 -52 4537.310561671402 4378.307942708333 50 TARGET 1 100 100 0.5 0.001 5 2920 -53 4535.657422203809 4413.439231178977 50 TARGET 1 100 100 0.5 0.001 5 2920 -54 4525.701160366688 4405.169685132576 50 TARGET 1 100 100 0.5 0.001 5 2920 -55 4538.56540502683 4394.288500236742 50 TARGET 1 100 100 0.5 0.001 5 2920 -56 4521.506623855745 4438.645493016098 50 TARGET 1 100 100 0.5 0.001 5 2920 -57 4518.341787010732 4345.973973129735 50 TARGET 1 100 100 0.5 0.001 5 2920 -58 4508.835738570602 4381.724846117424 50 TARGET 1 100 100 0.5 0.001 5 2920 -59 4510.985846419929 4396.845762310606 50 TARGET 1 100 100 0.5 0.001 5 2920 -60 4504.399101694024 4340.677719578598 50 TARGET 1 100 100 0.5 0.001 5 2920 -61 4513.731391059027 4385.508463541667 50 TARGET 1 100 100 0.5 0.001 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5 2920 -75 4467.430682146991 4342.088748816288 50 TARGET 1 100 100 0.5 0.001 5 2920 -76 4457.102696890783 4329.288219105114 50 TARGET 1 100 100 0.5 0.001 5 2920 -77 4460.258100207807 4340.175958806818 50 TARGET 1 100 100 0.5 0.001 5 2920 -78 4458.867399581755 4339.299849076705 50 TARGET 1 100 100 0.5 0.001 5 2920 -79 4469.190446127946 4349.71747750947 50 TARGET 1 100 100 0.5 0.001 5 2920 -80 4469.289559001473 4340.63691110322 50 TARGET 1 100 100 0.5 0.001 5 2920 -81 4459.462203414352 4328.902462121212 50 TARGET 1 100 100 0.5 0.001 5 2920 -82 4450.391080400358 4330.143036813447 50 TARGET 1 100 100 0.5 0.001 5 2920 -83 4453.725401804503 4306.250695430871 50 TARGET 1 100 100 0.5 0.001 5 2920 -84 4446.792145083649 4269.422318892045 50 TARGET 1 100 100 0.5 0.001 5 2920 -85 4447.885811237374 4301.017208214962 50 TARGET 1 100 100 0.5 0.001 5 2920 -86 4444.384154040404 4294.553725733902 50 TARGET 1 100 100 0.5 0.001 5 2920 -87 4442.543272898253 4303.592521898674 50 TARGET 1 100 100 0.5 0.001 5 2920 -88 4456.795276988636 4300.822428385417 50 TARGET 1 100 100 0.5 0.001 5 2920 -89 4450.336863097117 4338.313787286932 50 TARGET 1 100 100 0.5 0.001 5 2920 -90 4434.101805818603 4316.416074810606 50 TARGET 1 100 100 0.5 0.001 5 2920 -91 4441.265388257576 4314.473366477273 50 TARGET 1 100 100 0.5 0.001 5 2920 -92 4437.4612169875845 4280.594593394886 50 TARGET 1 100 100 0.5 0.001 5 2920 -93 4454.005527277988 4300.426254734848 50 TARGET 1 100 100 0.5 0.001 5 2920 -94 4436.322199863215 4283.509011008523 50 TARGET 1 100 100 0.5 0.001 5 2920 -95 4445.061091053767 4284.966885653409 50 TARGET 1 100 100 0.5 0.001 5 2920 -96 4429.915152501579 4273.5947265625 50 TARGET 1 100 100 0.5 0.001 5 2920 -97 4440.831250328809 4287.476414535985 50 TARGET 1 100 100 0.5 0.001 5 2920 -98 4431.352639349221 4300.8154296875 50 TARGET 1 100 100 0.5 0.001 5 2920 -99 4438.4872767387415 4298.019087357955 50 TARGET 1 100 100 0.5 0.001 5 2920 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_50bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_50bs_100e_0k_TARGET.tsv deleted file mode 100644 index c3fdacccb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_50bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5521.49800412984 6479.754216974432 50 TARGET 1 100 100 0.0 0.001 5 577 -1 5463.564387363215 6052.943892045455 50 TARGET 1 100 100 0.0 0.001 5 577 -2 5410.147043350168 5622.954974550189 50 TARGET 1 100 100 0.0 0.001 5 577 -3 5356.471421572496 5451.315252130682 50 TARGET 1 100 100 0.0 0.001 5 577 -4 5283.456036603009 5452.054524739583 50 TARGET 1 100 100 0.0 0.001 5 577 -5 5241.836080531882 5872.688225023674 50 TARGET 1 100 100 0.0 0.001 5 577 -6 5201.5801981402565 5766.70038766572 50 TARGET 1 100 100 0.0 0.001 5 577 -7 5156.678855613426 5741.895063920455 50 TARGET 1 100 100 0.0 0.001 5 577 -8 5109.688349971065 5360.534253669508 50 TARGET 1 100 100 0.0 0.001 5 577 -9 5076.998425005261 5159.809022845644 50 TARGET 1 100 100 0.0 0.001 5 577 -10 5047.229674676452 4961.825358072917 50 TARGET 1 100 100 0.0 0.001 5 577 -11 5016.517617582071 5019.128699100379 50 TARGET 1 100 100 0.0 0.001 5 577 -12 4971.169075192024 5120.702784682765 50 TARGET 1 100 100 0.0 0.001 5 577 -13 4935.277351970223 5093.396632339015 50 TARGET 1 100 100 0.0 0.001 5 577 -14 4914.608252117529 4988.739834872159 50 TARGET 1 100 100 0.0 0.001 5 577 -15 4890.733368844697 4866.207120028409 50 TARGET 1 100 100 0.0 0.001 5 577 -16 4867.062641387836 4754.229669744318 50 TARGET 1 100 100 0.0 0.001 5 577 -17 4825.508696996002 4692.783321496212 50 TARGET 1 100 100 0.0 0.001 5 577 -18 4801.798836345223 4762.306980942235 50 TARGET 1 100 100 0.0 0.001 5 577 -19 4794.270022819339 4770.069498697917 50 TARGET 1 100 100 0.0 0.001 5 577 -20 4770.646625762836 4744.228826349432 50 TARGET 1 100 100 0.0 0.001 5 577 -21 4743.614305489794 4735.497307054924 50 TARGET 1 100 100 0.0 0.001 5 577 -22 4737.25896004314 4833.178341027462 50 TARGET 1 100 100 0.0 0.001 5 577 -23 4718.1878090803875 4724.539757930871 50 TARGET 1 100 100 0.0 0.001 5 577 -24 4722.525040443497 4704.111638849432 50 TARGET 1 100 100 0.0 0.001 5 577 -25 4692.06884765625 4695.437662760417 50 TARGET 1 100 100 0.0 0.001 5 577 -26 4672.6237143571125 4756.55859375 50 TARGET 1 100 100 0.0 0.001 5 577 -27 4664.706445970118 4689.427897135417 50 TARGET 1 100 100 0.0 0.001 5 577 -28 4651.881314775358 4706.141675544508 50 TARGET 1 100 100 0.0 0.001 5 577 -29 4643.324496593539 4655.338941169508 50 TARGET 1 100 100 0.0 0.001 5 577 -30 4646.601110387732 4573.200091737689 50 TARGET 1 100 100 0.0 0.001 5 577 -31 4629.809119844276 4644.901041666667 50 TARGET 1 100 100 0.0 0.001 5 577 -32 4642.066675873317 4559.950446851326 50 TARGET 1 100 100 0.0 0.001 5 577 -33 4617.737000539247 4553.576645359848 50 TARGET 1 100 100 0.0 0.001 5 577 -34 4609.294270833333 4563.638050426136 50 TARGET 1 100 100 0.0 0.001 5 577 -35 4598.415423768939 4536.482880563447 50 TARGET 1 100 100 0.0 0.001 5 577 -36 4609.787757128577 4549.005415482955 50 TARGET 1 100 100 0.0 0.001 5 577 -37 4583.704249526515 4556.08476858428 50 TARGET 1 100 100 0.0 0.001 5 577 -38 4575.702713988847 4570.456380208333 50 TARGET 1 100 100 0.0 0.001 5 577 -39 4577.8339531381525 4584.185206557765 50 TARGET 1 100 100 0.0 0.001 5 577 -40 4573.731844815341 4576.876435250947 50 TARGET 1 100 100 0.0 0.001 5 577 -41 4571.258544099853 4580.927453243371 50 TARGET 1 100 100 0.0 0.001 5 577 -42 4575.3596248947815 4533.235144412879 50 TARGET 1 100 100 0.0 0.001 5 577 -43 4564.920671559344 4508.942737926136 50 TARGET 1 100 100 0.0 0.001 5 577 -44 4565.175761521465 4520.862659801136 50 TARGET 1 100 100 0.0 0.001 5 577 -45 4573.708399095118 4543.203509706439 50 TARGET 1 100 100 0.0 0.001 5 577 -46 4560.13858638468 4526.561908143939 50 TARGET 1 100 100 0.0 0.001 5 577 -47 4548.252339475484 4524.279430042614 50 TARGET 1 100 100 0.0 0.001 5 577 -48 4553.381443010838 4546.824189157197 50 TARGET 1 100 100 0.0 0.001 5 577 -49 4550.74942951652 4504.822650331439 50 TARGET 1 100 100 0.0 0.001 5 577 -50 4545.038641624579 4489.043930516098 50 TARGET 1 100 100 0.0 0.001 5 577 -51 4545.131423282302 4526.453731652462 50 TARGET 1 100 100 0.0 0.001 5 577 -52 4532.756725786511 4491.864583333333 50 TARGET 1 100 100 0.0 0.001 5 577 -53 4543.092622185396 4483.091722892992 50 TARGET 1 100 100 0.0 0.001 5 577 -54 4527.174766874474 4483.371789180871 50 TARGET 1 100 100 0.0 0.001 5 577 -55 4530.206003722117 4499.263390743371 50 TARGET 1 100 100 0.0 0.001 5 577 -56 4525.491814301873 4477.444779829545 50 TARGET 1 100 100 0.0 0.001 5 577 -57 4534.175694115635 4518.562973484848 50 TARGET 1 100 100 0.0 0.001 5 577 -58 4533.135027028094 4505.578539299242 50 TARGET 1 100 100 0.0 0.001 5 577 -59 4517.876124526515 4483.652713660038 50 TARGET 1 100 100 0.0 0.001 5 577 -60 4521.6377857349535 4488.457001657197 50 TARGET 1 100 100 0.0 0.001 5 577 -61 4520.721727364794 4465.882753314394 50 TARGET 1 100 100 0.0 0.001 5 577 -62 4506.862319483902 4509.817782315341 50 TARGET 1 100 100 0.0 0.001 5 577 -63 4503.447699652777 4472.715701941288 50 TARGET 1 100 100 0.0 0.001 5 577 -64 4511.609652843539 4500.009780421402 50 TARGET 1 100 100 0.0 0.001 5 577 -65 4520.086261376789 4496.720673532197 50 TARGET 1 100 100 0.0 0.001 5 577 -66 4512.099680068918 4509.2919921875 50 TARGET 1 100 100 0.0 0.001 5 577 -67 4519.221816143203 4470.541859019886 50 TARGET 1 100 100 0.0 0.001 5 577 -68 4512.140128498527 4482.741270123106 50 TARGET 1 100 100 0.0 0.001 5 577 -69 4508.250440603956 4469.406856652462 50 TARGET 1 100 100 0.0 0.001 5 577 -70 4508.024818497474 4484.202074455492 50 TARGET 1 100 100 0.0 0.001 5 577 -71 4498.094642716224 4430.473854758523 50 TARGET 1 100 100 0.0 0.001 5 577 -72 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4457.587489478115 4452.138760653409 50 TARGET 1 100 100 0.0 0.001 5 577 -99 4465.748083043982 4433.416711055871 50 TARGET 1 100 100 0.0 0.001 5 577 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_50bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_50bs_100e_1k_TARGET.tsv deleted file mode 100644 index 52a6c85d3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_50bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5523.10485223327 6183.474698153409 50 TARGET 1 100 100 1.0 0.001 5 7475 -1 5467.640330716014 5813.132146661932 50 TARGET 1 100 100 1.0 0.001 5 7475 -2 5413.0282134496 5663.527166193182 50 TARGET 1 100 100 1.0 0.001 5 7475 -3 5359.981366398359 5616.637414180871 50 TARGET 1 100 100 1.0 0.001 5 7475 -4 5299.607643821023 5872.126598011364 50 TARGET 1 100 100 1.0 0.001 5 7475 -5 5257.021492595223 5543.182010535038 50 TARGET 1 100 100 1.0 0.001 5 7475 -6 5209.751099865846 5623.1484375 50 TARGET 1 100 100 1.0 0.001 5 7475 -7 5161.143132168035 6124.251893939394 50 TARGET 1 100 100 1.0 0.001 5 7475 -8 5114.129547427399 5133.360218394886 50 TARGET 1 100 100 1.0 0.001 5 7475 -9 5058.944482257471 5371.716648910985 50 TARGET 1 100 100 1.0 0.001 5 7475 -10 5035.11960424558 5111.554672703598 50 TARGET 1 100 100 1.0 0.001 5 7475 -11 5005.380565091014 5062.0576171875 50 TARGET 1 100 100 1.0 0.001 5 7475 -12 4972.7092934553875 5040.427468039773 50 TARGET 1 100 100 1.0 0.001 5 7475 -13 4914.385244041982 4987.00312204072 50 TARGET 1 100 100 1.0 0.001 5 7475 -14 4912.281940498738 5072.756332859848 50 TARGET 1 100 100 1.0 0.001 5 7475 -15 4871.331107296927 4911.655436197917 50 TARGET 1 100 100 1.0 0.001 5 7475 -16 4863.091619318182 4917.077681107955 50 TARGET 1 100 100 1.0 0.001 5 7475 -17 4829.548178727378 5005.997277462121 50 TARGET 1 100 100 1.0 0.001 5 7475 -18 4797.040219907408 4840.50810842803 50 TARGET 1 100 100 1.0 0.001 5 7475 -19 4814.460016835017 4765.498165246212 50 TARGET 1 100 100 1.0 0.001 5 7475 -20 4767.460953940446 4758.190178148674 50 TARGET 1 100 100 1.0 0.001 5 7475 -21 4759.816398029777 4738.650568181818 50 TARGET 1 100 100 1.0 0.001 5 7475 -22 4738.4475451125845 4821.115086410985 50 TARGET 1 100 100 1.0 0.001 5 7475 -23 4705.358957412668 4784.796815814394 50 TARGET 1 100 100 1.0 0.001 5 7475 -24 4714.9616164904255 4689.489997632576 50 TARGET 1 100 100 1.0 0.001 5 7475 -25 4681.321522516835 4750.66230172822 50 TARGET 1 100 100 1.0 0.001 5 7475 -26 4667.217985519255 4691.065104166667 50 TARGET 1 100 100 1.0 0.001 5 7475 -27 4663.242904303451 4699.503491950758 50 TARGET 1 100 100 1.0 0.001 5 7475 -28 4653.738419349747 4645.905658143939 50 TARGET 1 100 100 1.0 0.001 5 7475 -29 4650.453125 4670.014382102273 50 TARGET 1 100 100 1.0 0.001 5 7475 -30 4640.8587190262 4726.087461529356 50 TARGET 1 100 100 1.0 0.001 5 7475 -31 4618.988407841435 4673.465938683712 50 TARGET 1 100 100 1.0 0.001 5 7475 -32 4623.993810172033 4675.522564512311 50 TARGET 1 100 100 1.0 0.001 5 7475 -33 4602.919053819444 4649.24140329072 50 TARGET 1 100 100 1.0 0.001 5 7475 -34 4604.296445904356 4649.583451704545 50 TARGET 1 100 100 1.0 0.001 5 7475 -35 4600.880634140888 4681.162982362689 50 TARGET 1 100 100 1.0 0.001 5 7475 -36 4584.110174005682 4649.658676609848 50 TARGET 1 100 100 1.0 0.001 5 7475 -37 4589.161070338805 4689.781501538826 50 TARGET 1 100 100 1.0 0.001 5 7475 -38 4581.47025758891 4684.252618963068 50 TARGET 1 100 100 1.0 0.001 5 7475 -39 4582.993058843645 4712.296978574811 50 TARGET 1 100 100 1.0 0.001 5 7475 -40 4575.954178832597 4638.542302911932 50 TARGET 1 100 100 1.0 0.001 5 7475 -41 4564.392581413089 4595.964710582386 50 TARGET 1 100 100 1.0 0.001 5 7475 -42 4579.232609296086 4586.670883641098 50 TARGET 1 100 100 1.0 0.001 5 7475 -43 4561.656624842171 4598.337076822917 50 TARGET 1 100 100 1.0 0.001 5 7475 -44 4564.556433475379 4565.886541193182 50 TARGET 1 100 100 1.0 0.001 5 7475 -45 4552.62264408407 4566.554998224432 50 TARGET 1 100 100 1.0 0.001 5 7475 -46 4549.214583990951 4583.997011126894 50 TARGET 1 100 100 1.0 0.001 5 7475 -47 4565.264155224116 4585.661769057765 50 TARGET 1 100 100 1.0 0.001 5 7475 -48 4563.699577151726 4561.246182528409 50 TARGET 1 100 100 1.0 0.001 5 7475 -49 4547.456309514415 4549.17705374053 50 TARGET 1 100 100 1.0 0.001 5 7475 -50 4541.174646859217 4570.77373342803 50 TARGET 1 100 100 1.0 0.001 5 7475 -51 4538.451563157618 4544.921283143939 50 TARGET 1 100 100 1.0 0.001 5 7475 -52 4536.049858940973 4563.196688565341 50 TARGET 1 100 100 1.0 0.001 5 7475 -53 4536.680336897622 4561.76494436553 50 TARGET 1 100 100 1.0 0.001 5 7475 -54 4517.076673308607 4540.030865293561 50 TARGET 1 100 100 1.0 0.001 5 7475 -55 4542.750631313132 4543.045350970644 50 TARGET 1 100 100 1.0 0.001 5 7475 -56 4525.75518202862 4533.825594815341 50 TARGET 1 100 100 1.0 0.001 5 7475 -57 4534.168534301347 4552.292436079545 50 TARGET 1 100 100 1.0 0.001 5 7475 -58 4524.494913325968 4513.848529237689 50 TARGET 1 100 100 1.0 0.001 5 7475 -59 4519.996230205703 4565.74609375 50 TARGET 1 100 100 1.0 0.001 5 7475 -60 4521.4902623237585 4505.440148555871 50 TARGET 1 100 100 1.0 0.001 5 7475 -61 4521.304062763047 4500.052408854167 50 TARGET 1 100 100 1.0 0.001 5 7475 -62 4515.6823788010315 4504.382827296402 50 TARGET 1 100 100 1.0 0.001 5 7475 -63 4521.764357441603 4508.921934185606 50 TARGET 1 100 100 1.0 0.001 5 7475 -64 4523.9736015756525 4524.674715909091 50 TARGET 1 100 100 1.0 0.001 5 7475 -65 4506.34640513205 4514.9287109375 50 TARGET 1 100 100 1.0 0.001 5 7475 -66 4510.657509338173 4477.591293797348 50 TARGET 1 100 100 1.0 0.001 5 7475 -67 4503.303368976221 4517.361845999053 50 TARGET 1 100 100 1.0 0.001 5 7475 -68 4503.399821785564 4497.32666015625 50 TARGET 1 100 100 1.0 0.001 5 7475 -69 4506.435828006629 4517.112230705492 50 TARGET 1 100 100 1.0 0.001 5 7475 -70 4502.096015493476 4533.801476680871 50 TARGET 1 100 100 1.0 0.001 5 7475 -71 4506.919916942866 4540.656309185606 50 TARGET 1 100 100 1.0 0.001 5 7475 -72 4499.133821943392 4511.208939985795 50 TARGET 1 100 100 1.0 0.001 5 7475 -73 4498.188807015467 4530.507146661932 50 TARGET 1 100 100 1.0 0.001 5 7475 -74 4486.706276633523 4513.72881155303 50 TARGET 1 100 100 1.0 0.001 5 7475 -75 4492.566297743056 4511.364021070076 50 TARGET 1 100 100 1.0 0.001 5 7475 -76 4486.011375144676 4502.009528882576 50 TARGET 1 100 100 1.0 0.001 5 7475 -77 4487.288247053872 4521.124718868371 50 TARGET 1 100 100 1.0 0.001 5 7475 -78 4488.937996501473 4505.060014204545 50 TARGET 1 100 100 1.0 0.001 5 7475 -79 4486.236035485059 4502.699233546402 50 TARGET 1 100 100 1.0 0.001 5 7475 -80 4483.142361111111 4483.987067945076 50 TARGET 1 100 100 1.0 0.001 5 7475 -81 4479.479390256734 4472.60693359375 50 TARGET 1 100 100 1.0 0.001 5 7475 -82 4474.642134232955 4516.127101089015 50 TARGET 1 100 100 1.0 0.001 5 7475 -83 4481.756421638258 4524.433460582386 50 TARGET 1 100 100 1.0 0.001 5 7475 -84 4476.914674084596 4490.294034090909 50 TARGET 1 100 100 1.0 0.001 5 7475 -85 4485.722988347012 4521.097789417614 50 TARGET 1 100 100 1.0 0.001 5 7475 -86 4470.292978614268 4491.300470525568 50 TARGET 1 100 100 1.0 0.001 5 7475 -87 4477.2878475510315 4523.679850260417 50 TARGET 1 100 100 1.0 0.001 5 7475 -88 4472.411696719802 4473.210094105114 50 TARGET 1 100 100 1.0 0.001 5 7475 -89 4484.521915114688 4506.824470288826 50 TARGET 1 100 100 1.0 0.001 5 7475 -90 4466.6889040140995 4474.726310961174 50 TARGET 1 100 100 1.0 0.001 5 7475 -91 4472.289420901726 4479.090731534091 50 TARGET 1 100 100 1.0 0.001 5 7475 -92 4473.668956820812 4480.000310724432 50 TARGET 1 100 100 1.0 0.001 5 7475 -93 4472.615175189394 4477.173576586174 50 TARGET 1 100 100 1.0 0.001 5 7475 -94 4472.933789391309 4462.224283854167 50 TARGET 1 100 100 1.0 0.001 5 7475 -95 4455.365870620265 4468.099061908144 50 TARGET 1 100 100 1.0 0.001 5 7475 -96 4467.662244186658 4471.78437204072 50 TARGET 1 100 100 1.0 0.001 5 7475 -97 4464.886403093435 4460.711677320076 50 TARGET 1 100 100 1.0 0.001 5 7475 -98 4474.088280263573 4484.098425662879 50 TARGET 1 100 100 1.0 0.001 5 7475 -99 4466.911949902673 4449.172185724432 50 TARGET 1 100 100 1.0 0.001 5 7475 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_50bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_50bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index 02b64114f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_50bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5520.803023726852 6818.030421401515 50 TARGET 1 50 100 0.5 0.001 5 3771 -1 5463.770280934344 6191.744185014205 50 TARGET 1 50 100 0.5 0.001 5 3771 -2 5408.97354732218 5734.329367897727 50 TARGET 1 50 100 0.5 0.001 5 3771 -3 5357.897554648043 5787.84247750947 50 TARGET 1 50 100 0.5 0.001 5 3771 -4 5312.680466777147 5626.589074337121 50 TARGET 1 50 100 0.5 0.001 5 3771 -5 5257.2110575152565 5458.323982007576 50 TARGET 1 50 100 0.5 0.001 5 3771 -6 5204.86134949758 5291.713201349432 50 TARGET 1 50 100 0.5 0.001 5 3771 -7 5171.156103680029 5192.796727035985 50 TARGET 1 50 100 0.5 0.001 5 3771 -8 5134.273299400253 5085.805738044508 50 TARGET 1 50 100 0.5 0.001 5 3771 -9 5075.716589725379 5174.528645833333 50 TARGET 1 50 100 0.5 0.001 5 3771 -10 5072.01936026936 5158.621981534091 50 TARGET 1 50 100 0.5 0.001 5 3771 -11 5040.766672256418 5222.406782670455 50 TARGET 1 50 100 0.5 0.001 5 3771 -12 5034.682944352378 5382.943152225379 50 TARGET 1 50 100 0.5 0.001 5 3771 -13 4989.372660524516 5270.143125591856 50 TARGET 1 50 100 0.5 0.001 5 3771 -14 4968.284293126579 5180.31415719697 50 TARGET 1 50 100 0.5 0.001 5 3771 -15 4953.014615556608 4933.972212357955 50 TARGET 1 50 100 0.5 0.001 5 3771 -16 4924.611647069655 5006.370427911932 50 TARGET 1 50 100 0.5 0.001 5 3771 -17 4907.657795401936 4959.681211529356 50 TARGET 1 50 100 0.5 0.001 5 3771 -18 4892.130112978746 4966.157626065341 50 TARGET 1 50 100 0.5 0.001 5 3771 -19 4863.6309793902565 4878.462816642992 50 TARGET 1 50 100 0.5 0.001 5 3771 -20 4851.131919783776 4888.32636422822 50 TARGET 1 50 100 0.5 0.001 5 3771 -21 4823.85973504577 4916.088304924242 50 TARGET 1 50 100 0.5 0.001 5 3771 -22 4829.98689860848 4924.750236742424 50 TARGET 1 50 100 0.5 0.001 5 3771 -23 4816.138084951073 4927.469371448864 50 TARGET 1 50 100 0.5 0.001 5 3771 -24 4800.005167232218 4964.303045099432 50 TARGET 1 50 100 0.5 0.001 5 3771 -25 4791.944148516414 4904.78984670928 50 TARGET 1 50 100 0.5 0.001 5 3771 -26 4767.564857559974 4873.849505800189 50 TARGET 1 50 100 0.5 0.001 5 3771 -27 4773.409889914773 4785.650804924242 50 TARGET 1 50 100 0.5 0.001 5 3771 -28 4767.529014099327 4893.310310132576 50 TARGET 1 50 100 0.5 0.001 5 3771 -29 4756.408581255261 4842.953716856061 50 TARGET 1 50 100 0.5 0.001 5 3771 -30 4752.598399358165 4835.388834635417 50 TARGET 1 50 100 0.5 0.001 5 3771 -31 4744.390501696654 4813.348381273674 50 TARGET 1 50 100 0.5 0.001 5 3771 -32 4732.62307153567 4757.762532552083 50 TARGET 1 50 100 0.5 0.001 5 3771 -33 4739.770341763994 4773.997011126894 50 TARGET 1 50 100 0.5 0.001 5 3771 -34 4715.517583057134 4720.608620383523 50 TARGET 1 50 100 0.5 0.001 5 3771 -35 4723.578830295139 4685.383848248106 50 TARGET 1 50 100 0.5 0.001 5 3771 -36 4710.27772516835 4741.658543442235 50 TARGET 1 50 100 0.5 0.001 5 3771 -37 4710.593212397412 4700.153705018939 50 TARGET 1 50 100 0.5 0.001 5 3771 -38 4708.096898345433 4683.86797170928 50 TARGET 1 50 100 0.5 0.001 5 3771 -39 4698.390503340699 4704.342388731061 50 TARGET 1 50 100 0.5 0.001 5 3771 -40 4686.632845380892 4711.836085464015 50 TARGET 1 50 100 0.5 0.001 5 3771 -41 4691.157787181713 4685.386925899621 50 TARGET 1 50 100 0.5 0.001 5 3771 -42 4685.887861361006 4709.661014441288 50 TARGET 1 50 100 0.5 0.001 5 3771 -43 4663.1259157328495 4674.527743252841 50 TARGET 1 50 100 0.5 0.001 5 3771 -44 4670.847917653094 4673.682794744318 50 TARGET 1 50 100 0.5 0.001 5 3771 -45 4663.181093158144 4679.080965909091 50 TARGET 1 50 100 0.5 0.001 5 3771 -46 4657.88013599537 4662.410245028409 50 TARGET 1 50 100 0.5 0.001 5 3771 -47 4653.261555989583 4726.58037405303 50 TARGET 1 50 100 0.5 0.001 5 3771 -48 4634.497741082702 4641.450668797348 50 TARGET 1 50 100 0.5 0.001 5 3771 -49 4636.656072443182 4644.528734611742 50 TARGET 1 50 100 0.5 0.001 5 3771 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_50bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_50bs_50e_0k_TARGET.tsv deleted file mode 100644 index 756755a6c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_50bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5526.4509219802185 5760.95654296875 50 TARGET 1 50 100 0.0 0.001 5 5779 -1 5470.521022398464 5712.408336292614 50 TARGET 1 50 100 0.0 0.001 5 5779 -2 5418.7334888599535 6056.316805752841 50 TARGET 1 50 100 0.0 0.001 5 5779 -3 5369.2665736137415 5804.463630445076 50 TARGET 1 50 100 0.0 0.001 5 5779 -4 5306.946617871423 5603.916637073864 50 TARGET 1 50 100 0.0 0.001 5 5779 -5 5269.853119410248 6051.791844223485 50 TARGET 1 50 100 0.0 0.001 5 5779 -6 5216.588012284301 5926.376316879735 50 TARGET 1 50 100 0.0 0.001 5 5779 -7 5179.462602917193 5319.217936197917 50 TARGET 1 50 100 0.0 0.001 5 5779 -8 5128.047493160774 5084.36445016572 50 TARGET 1 50 100 0.0 0.001 5 5779 -9 5081.334275370897 5069.103486032197 50 TARGET 1 50 100 0.0 0.001 5 5779 -10 5049.56523733428 5078.286887428977 50 TARGET 1 50 100 0.0 0.001 5 5779 -11 5003.24201980745 4988.802749171402 50 TARGET 1 50 100 0.0 0.001 5 5779 -12 4969.40860920402 4947.815932765152 50 TARGET 1 50 100 0.0 0.001 5 5779 -13 4940.818642150673 4813.5908203125 50 TARGET 1 50 100 0.0 0.001 5 5779 -14 4915.546761560921 4815.39189749053 50 TARGET 1 50 100 0.0 0.001 5 5779 -15 4891.012762718329 4932.667687618371 50 TARGET 1 50 100 0.0 0.001 5 5779 -16 4854.539887810396 4774.255311908144 50 TARGET 1 50 100 0.0 0.001 5 5779 -17 4835.888313473274 4870.414299242424 50 TARGET 1 50 100 0.0 0.001 5 5779 -18 4827.897776594065 4836.658913352273 50 TARGET 1 50 100 0.0 0.001 5 5779 -19 4790.277657762521 4673.075032552083 50 TARGET 1 50 100 0.0 0.001 5 5779 -20 4769.971507062815 4765.978515625 50 TARGET 1 50 100 0.0 0.001 5 5779 -21 4756.9249953966755 4639.439186789773 50 TARGET 1 50 100 0.0 0.001 5 5779 -22 4739.917740227799 4630.546002012311 50 TARGET 1 50 100 0.0 0.001 5 5779 -23 4713.277739964752 4607.736875591856 50 TARGET 1 50 100 0.0 0.001 5 5779 -24 4690.6506701125845 4638.794448390152 50 TARGET 1 50 100 0.0 0.001 5 5779 -25 4678.410319010417 4645.541104403409 50 TARGET 1 50 100 0.0 0.001 5 5779 -26 4677.039266361532 4692.965479995265 50 TARGET 1 50 100 0.0 0.001 5 5779 -27 4670.698806094802 4604.858354048295 50 TARGET 1 50 100 0.0 0.001 5 5779 -28 4653.149379537563 4670.223943536932 50 TARGET 1 50 100 0.0 0.001 5 5779 -29 4640.376203440656 4592.96484375 50 TARGET 1 50 100 0.0 0.001 5 5779 -30 4622.450142703073 4639.144901160038 50 TARGET 1 50 100 0.0 0.001 5 5779 -31 4642.1888152356905 4644.531205610795 50 TARGET 1 50 100 0.0 0.001 5 5779 -32 4616.077013625842 4639.624053030303 50 TARGET 1 50 100 0.0 0.001 5 5779 -33 4605.404449771149 4637.382768110795 50 TARGET 1 50 100 0.0 0.001 5 5779 -34 4606.0229475747055 4558.691480232008 50 TARGET 1 50 100 0.0 0.001 5 5779 -35 4587.9037181712965 4566.144679214015 50 TARGET 1 50 100 0.0 0.001 5 5779 -36 4580.74535228588 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4494.07489938447 50 TARGET 1 50 100 0.0 0.001 5 5779 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_50bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_50bs_50e_1k_TARGET.tsv deleted file mode 100644 index dbba5f250..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_5z_0.001lr_50bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5522.656907617845 5613.573227391098 50 TARGET 1 50 100 1.0 0.001 5 5680 -1 5468.259709727483 5724.987630208333 50 TARGET 1 50 100 1.0 0.001 5 5680 -2 5408.0286885784935 5666.731297348485 50 TARGET 1 50 100 1.0 0.001 5 5680 -3 5358.658357665194 5471.257161458333 50 TARGET 1 50 100 1.0 0.001 5 5680 -4 5295.668287694655 5404.518895004735 50 TARGET 1 50 100 1.0 0.001 5 5680 -5 5248.978296967067 5450.701423413826 50 TARGET 1 50 100 1.0 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4768.68431712963 4758.20166015625 50 TARGET 1 50 100 1.0 0.001 5 5680 -20 4783.574430831755 4840.909771543561 50 TARGET 1 50 100 1.0 0.001 5 5680 -21 4751.346299913194 4838.597227154356 50 TARGET 1 50 100 1.0 0.001 5 5680 -22 4730.727872803556 4758.563313802083 50 TARGET 1 50 100 1.0 0.001 5 5680 -23 4715.57536300505 4828.640980113636 50 TARGET 1 50 100 1.0 0.001 5 5680 -24 4707.943721064815 4713.188905658144 50 TARGET 1 50 100 1.0 0.001 5 5680 -25 4690.464514941077 4635.228678385417 50 TARGET 1 50 100 1.0 0.001 5 5680 -26 4695.260066485164 4731.645182291667 50 TARGET 1 50 100 1.0 0.001 5 5680 -27 4673.274395978009 4620.214118726326 50 TARGET 1 50 100 1.0 0.001 5 5680 -28 4670.583170572917 4601.40546579072 50 TARGET 1 50 100 1.0 0.001 5 5680 -29 4634.263440064709 4648.587254379735 50 TARGET 1 50 100 1.0 0.001 5 5680 -30 4631.127919823232 4653.414003314394 50 TARGET 1 50 100 1.0 0.001 5 5680 -31 4636.307630339857 4693.557276870265 50 TARGET 1 50 100 1.0 0.001 5 5680 -32 4613.126629248211 4583.226177793561 50 TARGET 1 50 100 1.0 0.001 5 5680 -33 4608.16902751473 4605.857377485795 50 TARGET 1 50 100 1.0 0.001 5 5680 -34 4606.485374579124 4633.898555871212 50 TARGET 1 50 100 1.0 0.001 5 5680 -35 4585.407336713489 4618.741136955492 50 TARGET 1 50 100 1.0 0.001 5 5680 -36 4603.407930213594 4602.979285037879 50 TARGET 1 50 100 1.0 0.001 5 5680 -37 4589.370368726326 4595.731992779356 50 TARGET 1 50 100 1.0 0.001 5 5680 -38 4590.707820391414 4574.043205492424 50 TARGET 1 50 100 1.0 0.001 5 5680 -39 4573.342574508102 4631.825284090909 50 TARGET 1 50 100 1.0 0.001 5 5680 -40 4574.296955558186 4615.266187263258 50 TARGET 1 50 100 1.0 0.001 5 5680 -41 4584.965047611532 4600.993992660985 50 TARGET 1 50 100 1.0 0.001 5 5680 -42 4566.762419113005 4644.128181226326 50 TARGET 1 50 100 1.0 0.001 5 5680 -43 4571.9774486400465 4583.470762310606 50 TARGET 1 50 100 1.0 0.001 5 5680 -44 4564.747272529988 4598.244584517045 50 TARGET 1 50 100 1.0 0.001 5 5680 -45 4559.837507562605 4541.040882457386 50 TARGET 1 50 100 1.0 0.001 5 5680 -46 4559.2561273542715 4511.554953835227 50 TARGET 1 50 100 1.0 0.001 5 5680 -47 4559.6197489215065 4519.050056226326 50 TARGET 1 50 100 1.0 0.001 5 5680 -48 4555.103870738636 4538.652003432765 50 TARGET 1 50 100 1.0 0.001 5 5680 -49 4533.361124263468 4543.160215435606 50 TARGET 1 50 100 1.0 0.001 5 5680 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0005lr_25bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0005lr_25bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index ff71b0bb6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0005lr_25bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5372.14021152278 6376.715161872633 25 TARGET 1 100 100 0.5 0.0005 75 2812 -1 4988.263869982376 5926.74540571733 25 TARGET 1 100 100 0.5 0.0005 75 2812 -2 4781.194846413352 5382.237289891098 25 TARGET 1 100 100 0.5 0.0005 75 2812 -3 4690.104269419455 5255.216271602746 25 TARGET 1 100 100 0.5 0.0005 75 2812 -4 4609.087587298769 4896.16357421875 25 TARGET 1 100 100 0.5 0.0005 75 2812 -5 4563.07048019255 4718.637421579072 25 TARGET 1 100 100 0.5 0.0005 75 2812 -6 4523.402742430819 4646.161169803504 25 TARGET 1 100 100 0.5 0.0005 75 2812 -7 4501.470116201073 4526.073293974905 25 TARGET 1 100 100 0.5 0.0005 75 2812 -8 4476.3366164904255 4446.630067767519 25 TARGET 1 100 100 0.5 0.0005 75 2812 -9 4453.431177826442 4468.025250059186 25 TARGET 1 100 100 0.5 0.0005 75 2812 -10 4437.282913773148 4493.476096413352 25 TARGET 1 100 100 0.5 0.0005 75 2812 -11 4428.391322896938 4396.325380267519 25 TARGET 1 100 100 0.5 0.0005 75 2812 -12 4416.220879859796 4426.133633700284 25 TARGET 1 100 100 0.5 0.0005 75 2812 -13 4415.278730501631 4397.628114642519 25 TARGET 1 100 100 0.5 0.0005 75 2812 -14 4414.070520471643 4372.364191228693 25 TARGET 1 100 100 0.5 0.0005 75 2812 -15 4402.393104219276 4387.556381687973 25 TARGET 1 100 100 0.5 0.0005 75 2812 -16 4399.401914654356 4347.150597774621 25 TARGET 1 100 100 0.5 0.0005 75 2812 -17 4397.947943793402 4337.746411872633 25 TARGET 1 100 100 0.5 0.0005 75 2812 -18 4393.567188815236 4323.039683948864 25 TARGET 1 100 100 0.5 0.0005 75 2812 -19 4377.982914266361 4305.912227746212 25 TARGET 1 100 100 0.5 0.0005 75 2812 -20 4383.3907318629 4294.893391927083 25 TARGET 1 100 100 0.5 0.0005 75 2812 -21 4369.245322693077 4297.859212239583 25 TARGET 1 100 100 0.5 0.0005 75 2812 -22 4359.340949370002 4323.416888612689 25 TARGET 1 100 100 0.5 0.0005 75 2812 -23 4349.8604165022625 4305.768569483902 25 TARGET 1 100 100 0.5 0.0005 75 2812 -24 4348.396965258049 4298.563602331913 25 TARGET 1 100 100 0.5 0.0005 75 2812 -25 4343.144500835175 4266.997728752367 25 TARGET 1 100 100 0.5 0.0005 75 2812 -26 4338.0651090988 4269.024783972538 25 TARGET 1 100 100 0.5 0.0005 75 2812 -27 4343.204039088805 4253.891653349905 25 TARGET 1 100 100 0.5 0.0005 75 2812 -28 4345.602972268255 4274.684488932292 25 TARGET 1 100 100 0.5 0.0005 75 2812 -29 4328.834543350168 4270.482399680398 25 TARGET 1 100 100 0.5 0.0005 75 2812 -30 4328.631213666614 4256.364206025095 25 TARGET 1 100 100 0.5 0.0005 75 2812 -31 4321.994132404777 4273.533713600852 25 TARGET 1 100 100 0.5 0.0005 75 2812 -32 4322.508156105324 4266.509491891572 25 TARGET 1 100 100 0.5 0.0005 75 2812 -33 4321.552554352115 4254.739857066761 25 TARGET 1 100 100 0.5 0.0005 75 2812 -34 4323.4010696154255 4243.434740471117 25 TARGET 1 100 100 0.5 0.0005 75 2812 -35 4312.564884686711 4240.422984730114 25 TARGET 1 100 100 0.5 0.0005 75 2812 -36 4313.468990852536 4244.454427083333 25 TARGET 1 100 100 0.5 0.0005 75 2812 -37 4310.319946700074 4255.973114938447 25 TARGET 1 100 100 0.5 0.0005 75 2812 -38 4306.752226858428 4224.632967862216 25 TARGET 1 100 100 0.5 0.0005 75 2812 -39 4304.612192892467 4255.202399976326 25 TARGET 1 100 100 0.5 0.0005 75 2812 -40 4299.816243489583 4229.878662109375 25 TARGET 1 100 100 0.5 0.0005 75 2812 -41 4291.64707951915 4263.115804036458 25 TARGET 1 100 100 0.5 0.0005 75 2812 -42 4291.126838863899 4229.646965258049 25 TARGET 1 100 100 0.5 0.0005 75 2812 -43 4289.8835391677185 4251.070038766572 25 TARGET 1 100 100 0.5 0.0005 75 2812 -44 4291.5109254984745 4219.260616418087 25 TARGET 1 100 100 0.5 0.0005 75 2812 -45 4287.556302773832 4230.615315755208 25 TARGET 1 100 100 0.5 0.0005 75 2812 -46 4278.758312289562 4241.63730320786 25 TARGET 1 100 100 0.5 0.0005 75 2812 -47 4276.183633207071 4223.39922170928 25 TARGET 1 100 100 0.5 0.0005 75 2812 -48 4276.559873638731 4227.816028941761 25 TARGET 1 100 100 0.5 0.0005 75 2812 -49 4273.296313558765 4211.993504379735 25 TARGET 1 100 100 0.5 0.0005 75 2812 -50 4281.809119022254 4252.14892578125 25 TARGET 1 100 100 0.5 0.0005 75 2812 -51 4284.174364083544 4238.137177438447 25 TARGET 1 100 100 0.5 0.0005 75 2812 -52 4267.132827707413 4235.566857540246 25 TARGET 1 100 100 0.5 0.0005 75 2812 -53 4283.044799393676 4225.992779356061 25 TARGET 1 100 100 0.5 0.0005 75 2812 -54 4272.261249375263 4198.837720466383 25 TARGET 1 100 100 0.5 0.0005 75 2812 -55 4261.59328309133 4212.395478219697 25 TARGET 1 100 100 0.5 0.0005 75 2812 -56 4267.117597689131 4229.306648023201 25 TARGET 1 100 100 0.5 0.0005 75 2812 -57 4259.554542002052 4193.608812736742 25 TARGET 1 100 100 0.5 0.0005 75 2812 -58 4261.749773532854 4194.455610795455 25 TARGET 1 100 100 0.5 0.0005 75 2812 -59 4264.521001025884 4201.7265625 25 TARGET 1 100 100 0.5 0.0005 75 2812 -60 4255.994713574548 4181.480609315814 25 TARGET 1 100 100 0.5 0.0005 75 2812 -61 4254.589157361374 4188.107481060606 25 TARGET 1 100 100 0.5 0.0005 75 2812 -62 4254.521165430345 4194.152987393466 25 TARGET 1 100 100 0.5 0.0005 75 2812 -63 4253.183619232692 4198.262673117898 25 TARGET 1 100 100 0.5 0.0005 75 2812 -64 4251.195111104535 4185.013546105587 25 TARGET 1 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2812 -90 4223.441752321391 4168.010490648674 25 TARGET 1 100 100 0.5 0.0005 75 2812 -91 4225.819853811553 4177.046719637784 25 TARGET 1 100 100 0.5 0.0005 75 2812 -92 4217.265631165167 4171.445963541667 25 TARGET 1 100 100 0.5 0.0005 75 2812 -93 4219.429541591041 4162.080847537879 25 TARGET 1 100 100 0.5 0.0005 75 2812 -94 4211.660722623369 4161.279178503788 25 TARGET 1 100 100 0.5 0.0005 75 2812 -95 4220.833838877052 4171.596302379261 25 TARGET 1 100 100 0.5 0.0005 75 2812 -96 4213.089803470907 4181.889929569129 25 TARGET 1 100 100 0.5 0.0005 75 2812 -97 4218.816376246185 4158.787508877841 25 TARGET 1 100 100 0.5 0.0005 75 2812 -98 4214.121845489399 4179.266808712121 25 TARGET 1 100 100 0.5 0.0005 75 2812 -99 4207.6051321318655 4160.32314601089 25 TARGET 1 100 100 0.5 0.0005 75 2812 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0005lr_25bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0005lr_25bs_100e_0k_TARGET.tsv deleted file mode 100644 index 9f9a50c02..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0005lr_25bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5368.02536596433 6526.024502840909 25 TARGET 1 100 100 0.0 0.0005 75 5246 -1 4977.691877268781 5975.419662937973 25 TARGET 1 100 100 0.0 0.0005 75 5246 -2 4767.880302043876 5320.196614583333 25 TARGET 1 100 100 0.0 0.0005 75 5246 -3 4642.877092868792 5140.184222597064 25 TARGET 1 100 100 0.0 0.0005 75 5246 -4 4610.565167462384 5241.794204249527 25 TARGET 1 100 100 0.0 0.0005 75 5246 -5 4554.434150259101 4741.143525094697 25 TARGET 1 100 100 0.0 0.0005 75 5246 -6 4524.343574909249 4678.144590435606 25 TARGET 1 100 100 0.0 0.0005 75 5246 -7 4476.370161576705 4588.941036339962 25 TARGET 1 100 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4306.87089399858 25 TARGET 1 50 100 0.5 0.0005 75 9651 -49 4271.34086305766 4307.413426254735 25 TARGET 1 50 100 0.5 0.0005 75 9651 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0005lr_25bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0005lr_25bs_50e_0k_TARGET.tsv deleted file mode 100644 index bd7fc0216..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0005lr_25bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5368.312249283196 5864.834798177083 25 TARGET 1 50 100 0.0 0.0005 75 8655 -1 4978.780704177188 5594.736209753788 25 TARGET 1 50 100 0.0 0.0005 75 8655 -2 4774.252820358533 5804.401885061553 25 TARGET 1 50 100 0.0 0.0005 75 8655 -3 4660.422104344223 5785.932691169508 25 TARGET 1 50 100 0.0 0.0005 75 8655 -4 4584.871434067235 4961.605010061553 25 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4319.419796105587 4461.253824869792 25 TARGET 1 50 100 0.0 0.0005 75 8655 -31 4301.033077355587 4420.12118992661 25 TARGET 1 50 100 0.0 0.0005 75 8655 -32 4299.875377308239 4406.875835996686 25 TARGET 1 50 100 0.0 0.0005 75 8655 -33 4304.666004116688 4398.701290246212 25 TARGET 1 50 100 0.0 0.0005 75 8655 -34 4295.71280842277 4400.350216027462 25 TARGET 1 50 100 0.0 0.0005 75 8655 -35 4305.1943375815445 4399.092721650095 25 TARGET 1 50 100 0.0 0.0005 75 8655 -36 4295.700635094434 4400.144427675189 25 TARGET 1 50 100 0.0 0.0005 75 8655 -37 4287.250575415615 4397.98613577178 25 TARGET 1 50 100 0.0 0.0005 75 8655 -38 4295.986510613952 4412.296408913352 25 TARGET 1 50 100 0.0 0.0005 75 8655 -39 4296.83733082781 4400.969682173295 25 TARGET 1 50 100 0.0 0.0005 75 8655 -40 4283.927679299505 4410.057964902936 25 TARGET 1 50 100 0.0 0.0005 75 8655 -41 4276.62892063539 4411.436397668087 25 TARGET 1 50 100 0.0 0.0005 75 8655 -42 4273.064080748895 4404.059747869318 25 TARGET 1 50 100 0.0 0.0005 75 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4414.070079045665 4431.518036813447 25 TARGET 1 50 100 1.0 0.0005 75 1914 -13 4414.143631957597 4415.022061434659 25 TARGET 1 50 100 1.0 0.0005 75 1914 -14 4394.126766525937 4371.755260120739 25 TARGET 1 50 100 1.0 0.0005 75 1914 -15 4397.5007677688345 4401.907100793087 25 TARGET 1 50 100 1.0 0.0005 75 1914 -16 4384.7043769399725 4386.99003462358 25 TARGET 1 50 100 1.0 0.0005 75 1914 -17 4373.632732763836 4383.694543087121 25 TARGET 1 50 100 1.0 0.0005 75 1914 -18 4370.706690932765 4369.452133641098 25 TARGET 1 50 100 1.0 0.0005 75 1914 -19 4364.624228121054 4339.286754261364 25 TARGET 1 50 100 1.0 0.0005 75 1914 -20 4364.46868588226 4384.541659268466 25 TARGET 1 50 100 1.0 0.0005 75 1914 -21 4364.868007878262 4342.199951171875 25 TARGET 1 50 100 1.0 0.0005 75 1914 -22 4358.310412063342 4346.342041015625 25 TARGET 1 50 100 1.0 0.0005 75 1914 -23 4358.100859670928 4344.422548236269 25 TARGET 1 50 100 1.0 0.0005 75 1914 -24 4349.325157499474 4329.760283499053 25 TARGET 1 50 100 1.0 0.0005 75 1914 -25 4339.808477022832 4308.994732481061 25 TARGET 1 50 100 1.0 0.0005 75 1914 -26 4347.113353587963 4345.772534919508 25 TARGET 1 50 100 1.0 0.0005 75 1914 -27 4327.220623388836 4314.354921283144 25 TARGET 1 50 100 1.0 0.0005 75 1914 -28 4331.208183725274 4325.117882930871 25 TARGET 1 50 100 1.0 0.0005 75 1914 -29 4329.712565926189 4336.752204663826 25 TARGET 1 50 100 1.0 0.0005 75 1914 -30 4331.391548953073 4310.368667140152 25 TARGET 1 50 100 1.0 0.0005 75 1914 -31 4325.11660304214 4312.461655125473 25 TARGET 1 50 100 1.0 0.0005 75 1914 -32 4321.446813512732 4329.743792909564 25 TARGET 1 50 100 1.0 0.0005 75 1914 -33 4314.4670722524725 4302.23798532197 25 TARGET 1 50 100 1.0 0.0005 75 1914 -34 4313.05123747238 4310.987711588542 25 TARGET 1 50 100 1.0 0.0005 75 1914 -35 4313.369369147201 4316.381436434659 25 TARGET 1 50 100 1.0 0.0005 75 1914 -36 4307.479111591172 4300.667739405777 25 TARGET 1 50 100 1.0 0.0005 75 1914 -37 4298.710305364846 4281.281405362216 25 TARGET 1 50 100 1.0 0.0005 75 1914 -38 4295.753221505419 4286.363340435606 25 TARGET 1 50 100 1.0 0.0005 75 1914 -39 4294.645066386522 4306.504734848485 25 TARGET 1 50 100 1.0 0.0005 75 1914 -40 4300.932835845433 4327.239376183712 25 TARGET 1 50 100 1.0 0.0005 75 1914 -41 4286.549226805819 4289.943662701231 25 TARGET 1 50 100 1.0 0.0005 75 1914 -42 4289.732751505945 4276.517001065341 25 TARGET 1 50 100 1.0 0.0005 75 1914 -43 4282.038644912668 4260.931921756629 25 TARGET 1 50 100 1.0 0.0005 75 1914 -44 4288.425704390915 4282.194372928504 25 TARGET 1 50 100 1.0 0.0005 75 1914 -45 4285.39190077862 4282.056648023201 25 TARGET 1 50 100 1.0 0.0005 75 1914 -46 4274.729322028883 4276.110462535511 25 TARGET 1 50 100 1.0 0.0005 75 1914 -47 4278.1395284222435 4297.81611032197 25 TARGET 1 50 100 1.0 0.0005 75 1914 -48 4276.170585247001 4250.319654060133 25 TARGET 1 50 100 1.0 0.0005 75 1914 -49 4277.547221071391 4272.806507457386 25 TARGET 1 50 100 1.0 0.0005 75 1914 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0005lr_50bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0005lr_50bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index 8cb52b3fe..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0005lr_50bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5465.048024187185 5913.083274147727 50 TARGET 1 100 100 0.5 0.0005 75 5510 -1 5194.902042889836 6006.76787405303 50 TARGET 1 100 100 0.5 0.0005 75 5510 -2 4989.129067366372 5917.985440340909 50 TARGET 1 100 100 0.5 0.0005 75 5510 -3 4849.401225799664 5722.879305752841 50 TARGET 1 100 100 0.5 0.0005 75 5510 -4 4747.443300189394 5636.992202296402 50 TARGET 1 100 100 0.5 0.0005 75 5510 -5 4689.383438880997 5918.402610085227 50 TARGET 1 100 100 0.5 0.0005 75 5510 -6 4628.655347419508 5699.989420572917 50 TARGET 1 100 100 0.5 0.0005 75 5510 -7 4595.297623040299 5199.158765388258 50 TARGET 1 100 100 0.5 0.0005 75 5510 -8 4559.796544547033 4881.925130208333 50 TARGET 1 100 100 0.5 0.0005 75 5510 -9 4543.633271188447 4737.651160037879 50 TARGET 1 100 100 0.5 0.0005 75 5510 -10 4534.962224786932 4728.753048058712 50 TARGET 1 100 100 0.5 0.0005 75 5510 -11 4504.270632759891 4686.684955018939 50 TARGET 1 100 100 0.5 0.0005 75 5510 -12 4481.012825192024 4569.579959753788 50 TARGET 1 100 100 0.5 0.0005 75 5510 -13 4476.895221748738 4535.720851089015 50 TARGET 1 100 100 0.5 0.0005 75 5510 -14 4459.566054424453 4548.408454663826 50 TARGET 1 100 100 0.5 0.0005 75 5510 -15 4437.800098971486 4512.360336766098 50 TARGET 1 100 100 0.5 0.0005 75 5510 -16 4430.278456768203 4488.724698153409 50 TARGET 1 100 100 0.5 0.0005 75 5510 -17 4416.34846183186 4455.867276278409 50 TARGET 1 100 100 0.5 0.0005 75 5510 -18 4433.955974129314 4466.077903053977 50 TARGET 1 100 100 0.5 0.0005 75 5510 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3515 -39 4335.346987123842 4289.614982836174 50 TARGET 1 100 100 0.0 0.0005 75 3515 -40 4336.909822508944 4276.177009351326 50 TARGET 1 100 100 0.0 0.0005 75 3515 -41 4332.367338752104 4259.470481178977 50 TARGET 1 100 100 0.0 0.0005 75 3515 -42 4322.758623013994 4281.807898319129 50 TARGET 1 100 100 0.0 0.0005 75 3515 -43 4320.781434132997 4295.666252367424 50 TARGET 1 100 100 0.0 0.0005 75 3515 -44 4324.09793080545 4273.164728338068 50 TARGET 1 100 100 0.0 0.0005 75 3515 -45 4313.07604363952 4280.136570785985 50 TARGET 1 100 100 0.0 0.0005 75 3515 -46 4321.860997672033 4288.268303148674 50 TARGET 1 100 100 0.0 0.0005 75 3515 -47 4321.812721946023 4275.750310724432 50 TARGET 1 100 100 0.0 0.0005 75 3515 -48 4312.603730994844 4277.312559185606 50 TARGET 1 100 100 0.0 0.0005 75 3515 -49 4305.305036037458 4298.239568536932 50 TARGET 1 100 100 0.0 0.0005 75 3515 -50 4314.892545244108 4272.251583214962 50 TARGET 1 100 100 0.0 0.0005 75 3515 -51 4304.121235137836 4261.767578125 50 TARGET 1 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4448.502959280303 50 TARGET 1 100 100 1.0 0.0005 75 7129 -21 4400.4450626052185 4456.972286339962 50 TARGET 1 100 100 1.0 0.0005 75 7129 -22 4399.339948968855 4454.023940577652 50 TARGET 1 100 100 1.0 0.0005 75 7129 -23 4386.0322873921505 4457.639914772727 50 TARGET 1 100 100 1.0 0.0005 75 7129 -24 4376.812149818497 4500.206513375947 50 TARGET 1 100 100 1.0 0.0005 75 7129 -25 4369.027169481271 4471.712446732955 50 TARGET 1 100 100 1.0 0.0005 75 7129 -26 4366.877541692971 4472.4169921875 50 TARGET 1 100 100 1.0 0.0005 75 7129 -27 4371.667243726326 4443.42363577178 50 TARGET 1 100 100 1.0 0.0005 75 7129 -28 4374.460371948653 4492.425337357955 50 TARGET 1 100 100 1.0 0.0005 75 7129 -29 4355.959831057976 4458.873150449811 50 TARGET 1 100 100 1.0 0.0005 75 7129 -30 4353.248600918035 4476.432262073864 50 TARGET 1 100 100 1.0 0.0005 75 7129 -31 4351.019199152988 4444.935029000947 50 TARGET 1 100 100 1.0 0.0005 75 7129 -32 4356.361702967171 4459.273526278409 50 TARGET 1 100 100 1.0 0.0005 75 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4322.468439275568 50 TARGET 1 100 100 1.0 0.0005 75 7129 -84 4236.839130234638 4321.621108546402 50 TARGET 1 100 100 1.0 0.0005 75 7129 -85 4243.590979784827 4349.03496389678 50 TARGET 1 100 100 1.0 0.0005 75 7129 -86 4240.048080084701 4329.605261600379 50 TARGET 1 100 100 1.0 0.0005 75 7129 -87 4242.492205584491 4328.441731770833 50 TARGET 1 100 100 1.0 0.0005 75 7129 -88 4239.720833004524 4331.301284327652 50 TARGET 1 100 100 1.0 0.0005 75 7129 -89 4239.009844539141 4324.091885653409 50 TARGET 1 100 100 1.0 0.0005 75 7129 -90 4230.647862084385 4316.933179450758 50 TARGET 1 100 100 1.0 0.0005 75 7129 -91 4230.88336489899 4351.489124644886 50 TARGET 1 100 100 1.0 0.0005 75 7129 -92 4229.009453256524 4313.298473011364 50 TARGET 1 100 100 1.0 0.0005 75 7129 -93 4236.280408249158 4301.340287642045 50 TARGET 1 100 100 1.0 0.0005 75 7129 -94 4223.558904474432 4293.65478515625 50 TARGET 1 100 100 1.0 0.0005 75 7129 -95 4222.700483020307 4309.48681640625 50 TARGET 1 100 100 1.0 0.0005 75 7129 -96 4224.263495962226 4313.723987926136 50 TARGET 1 100 100 1.0 0.0005 75 7129 -97 4227.385186500421 4303.688136245265 50 TARGET 1 100 100 1.0 0.0005 75 7129 -98 4227.276832452126 4315.121315696023 50 TARGET 1 100 100 1.0 0.0005 75 7129 -99 4221.073378643203 4308.416074810606 50 TARGET 1 100 100 1.0 0.0005 75 7129 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0005lr_50bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0005lr_50bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index d72165511..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0005lr_50bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5469.2711637863 5741.170055042614 50 TARGET 1 50 100 0.5 0.0005 75 1528 -1 5211.910463686342 5946.329131155303 50 TARGET 1 50 100 0.5 0.0005 75 1528 -2 4997.428321298927 5800.760949337121 50 TARGET 1 50 100 0.5 0.0005 75 1528 -3 4856.18414614899 5749.67890329072 50 TARGET 1 50 100 0.5 0.0005 75 1528 -4 4761.683251788721 5634.897682883523 50 TARGET 1 50 100 0.5 0.0005 75 1528 -5 4689.625904224537 5652.453243371212 50 TARGET 1 50 100 0.5 0.0005 75 1528 -6 4639.857676701915 5385.766690340909 50 TARGET 1 50 100 0.5 0.0005 75 1528 -7 4590.875897648359 4937.298902107008 50 TARGET 1 50 100 0.5 0.0005 75 1528 -8 4556.725786510943 4984.304214015152 50 TARGET 1 50 100 0.5 0.0005 75 1528 -9 4530.523999763258 4913.617927320076 50 TARGET 1 50 100 0.5 0.0005 75 1528 -10 4510.169269189289 4687.141912286932 50 TARGET 1 50 100 0.5 0.0005 75 1528 -11 4498.992488360164 4769.227524266098 50 TARGET 1 50 100 0.5 0.0005 75 1528 -12 4482.1516466750845 4671.155998461174 50 TARGET 1 50 100 0.5 0.0005 75 1528 -13 4454.994696312079 4575.072931463068 50 TARGET 1 50 100 0.5 0.0005 75 1528 -14 4459.039928911511 4568.109123461174 50 TARGET 1 50 100 0.5 0.0005 75 1528 -15 4444.655104100905 4523.03974313447 50 TARGET 1 50 100 0.5 0.0005 75 1528 -16 4439.094128130261 4501.315696022727 50 TARGET 1 50 100 0.5 0.0005 75 1528 -17 4432.802560106271 4507.88105172822 50 TARGET 1 50 100 0.5 0.0005 75 1528 -18 4421.18038950705 4486.826941287879 50 TARGET 1 50 100 0.5 0.0005 75 1528 -19 4405.99736624053 4481.43818063447 50 TARGET 1 50 100 0.5 0.0005 75 1528 -20 4405.442825060501 4478.082194010417 50 TARGET 1 50 100 0.5 0.0005 75 1528 -21 4411.9425735216755 4448.393865411932 50 TARGET 1 50 100 0.5 0.0005 75 1528 -22 4391.690548058712 4506.019486860795 50 TARGET 1 50 100 0.5 0.0005 75 1528 -23 4390.255293823653 4448.328465317235 50 TARGET 1 50 100 0.5 0.0005 75 1528 -24 4380.867261482008 4481.828346946023 50 TARGET 1 50 100 0.5 0.0005 75 1528 -25 4369.995958938342 4439.163159919508 50 TARGET 1 50 100 0.5 0.0005 75 1528 -26 4374.571747750947 4428.163633404356 50 TARGET 1 50 100 0.5 0.0005 75 1528 -27 4369.0761735190445 4429.702755089962 50 TARGET 1 50 100 0.5 0.0005 75 1528 -28 4370.155878445918 4410.107821377841 50 TARGET 1 50 100 0.5 0.0005 75 1528 -29 4362.885696154251 4410.963734019886 50 TARGET 1 50 100 0.5 0.0005 75 1528 -30 4352.489002985585 4418.601503314394 50 TARGET 1 50 100 0.5 0.0005 75 1528 -31 4352.931479508628 4421.442308830492 50 TARGET 1 50 100 0.5 0.0005 75 1528 -32 4346.047509601221 4401.391202059659 50 TARGET 1 50 100 0.5 0.0005 75 1528 -33 4346.327704124579 4412.481800426136 50 TARGET 1 50 100 0.5 0.0005 75 1528 -34 4343.386842053346 4411.366743607955 50 TARGET 1 50 100 0.5 0.0005 75 1528 -35 4334.4293899279255 4404.303207859848 50 TARGET 1 50 100 0.5 0.0005 75 1528 -36 4329.44599313447 4382.377589370265 50 TARGET 1 50 100 0.5 0.0005 75 1528 -37 4331.3732606008 4389.844267874053 50 TARGET 1 50 100 0.5 0.0005 75 1528 -38 4327.8042008627945 4373.06084280303 50 TARGET 1 50 100 0.5 0.0005 75 1528 -39 4323.911612873527 4393.587195194129 50 TARGET 1 50 100 0.5 0.0005 75 1528 -40 4325.663748487479 4386.819069602273 50 TARGET 1 50 100 0.5 0.0005 75 1528 -41 4320.925468881524 4385.743977864583 50 TARGET 1 50 100 0.5 0.0005 75 1528 -42 4328.091241187921 4366.092403527462 50 TARGET 1 50 100 0.5 0.0005 75 1528 -43 4324.107349537037 4380.037834398674 50 TARGET 1 50 100 0.5 0.0005 75 1528 -44 4321.549548216541 4364.282833214962 50 TARGET 1 50 100 0.5 0.0005 75 1528 -45 4307.532363018203 4389.546505089962 50 TARGET 1 50 100 0.5 0.0005 75 1528 -46 4308.800902909301 4386.736683238636 50 TARGET 1 50 100 0.5 0.0005 75 1528 -47 4310.310199981586 4387.848410866477 50 TARGET 1 50 100 0.5 0.0005 75 1528 -48 4307.726232047033 4365.889722419508 50 TARGET 1 50 100 0.5 0.0005 75 1528 -49 4303.802571614583 4356.886334043561 50 TARGET 1 50 100 0.5 0.0005 75 1528 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0005lr_50bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0005lr_50bs_50e_0k_TARGET.tsv deleted file mode 100644 index 6216115a4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0005lr_50bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5464.816587094908 5804.565636837121 50 TARGET 1 50 100 0.0 0.0005 75 7062 -1 5198.659391769255 5755.203628077652 50 TARGET 1 50 100 0.0 0.0005 75 7062 -2 4999.759857691498 5590.908587831439 50 TARGET 1 50 100 0.0 0.0005 75 7062 -3 4850.671113807344 5380.446333451705 50 TARGET 1 50 100 0.0 0.0005 75 7062 -4 4747.31782834859 5357.303770123106 50 TARGET 1 50 100 0.0 0.0005 75 7062 -5 4688.547141335227 5278.579249526515 50 TARGET 1 50 100 0.0 0.0005 75 7062 -6 4640.269476996527 5235.031087239583 50 TARGET 1 50 100 0.0 0.0005 75 7062 -7 4598.296031605114 5293.203953598485 50 TARGET 1 50 100 0.0 0.0005 75 7062 -8 4569.301530934344 5097.87890625 50 TARGET 1 50 100 0.0 0.0005 75 7062 -9 4537.706551188973 5011.183357007576 50 TARGET 1 50 100 0.0 0.0005 75 7062 -10 4529.617771135838 5119.780806107955 50 TARGET 1 50 100 0.0 0.0005 75 7062 -11 4505.98896188447 4772.164225260417 50 TARGET 1 50 100 0.0 0.0005 75 7062 -12 4477.922848274411 4650.927941524621 50 TARGET 1 50 100 0.0 0.0005 75 7062 -13 4470.503710608691 4577.532196969697 50 TARGET 1 50 100 0.0 0.0005 75 7062 -14 4459.0532538930975 4576.757649739583 50 TARGET 1 50 100 0.0 0.0005 75 7062 -15 4429.626515809133 4488.345052083333 50 TARGET 1 50 100 0.0 0.0005 75 7062 -16 4430.677129366582 4532.838423295455 50 TARGET 1 50 100 0.0 0.0005 75 7062 -17 4425.4333849563345 4493.155776515152 50 TARGET 1 50 100 0.0 0.0005 75 7062 -18 4422.160748106061 4468.646587949811 50 TARGET 1 50 100 0.0 0.0005 75 7062 -19 4407.574623184974 4484.804184422348 50 TARGET 1 50 100 0.0 0.0005 75 7062 -20 4411.409457531039 4456.183534564394 50 TARGET 1 50 100 0.0 0.0005 75 7062 -21 4401.548861005892 4446.175707267992 50 TARGET 1 50 100 0.0 0.0005 75 7062 -22 4391.5012560500845 4434.265610203598 50 TARGET 1 50 100 0.0 0.0005 75 7062 -23 4387.890572390573 4420.859907670455 50 TARGET 1 50 100 0.0 0.0005 75 7062 -24 4383.536902225379 4414.85009765625 50 TARGET 1 50 100 0.0 0.0005 75 7062 -25 4365.599537037037 4404.13310842803 50 TARGET 1 50 100 0.0 0.0005 75 7062 -26 4375.067882602062 4403.260046756629 50 TARGET 1 50 100 0.0 0.0005 75 7062 -27 4364.132416285248 4389.11493844697 50 TARGET 1 50 100 0.0 0.0005 75 7062 -28 4363.900040443497 4401.676876183712 50 TARGET 1 50 100 0.0 0.0005 75 7062 -29 4359.449940485585 4416.344978101326 50 TARGET 1 50 100 0.0 0.0005 75 7062 -30 4351.954027580492 4419.658661813447 50 TARGET 1 50 100 0.0 0.0005 75 7062 -31 4352.208801886048 4394.559407552083 50 TARGET 1 50 100 0.0 0.0005 75 7062 -32 4352.811391913931 4396.79150390625 50 TARGET 1 50 100 0.0 0.0005 75 7062 -33 4341.133128156565 4398.193300189394 50 TARGET 1 50 100 0.0 0.0005 75 7062 -34 4351.381576178451 4380.824011600379 50 TARGET 1 50 100 0.0 0.0005 75 7062 -35 4332.717888520623 4383.244480942235 50 TARGET 1 50 100 0.0 0.0005 75 7062 -36 4338.074649489688 4369.702473958333 50 TARGET 1 50 100 0.0 0.0005 75 7062 -37 4331.652759693287 4371.201112689394 50 TARGET 1 50 100 0.0 0.0005 75 7062 -38 4345.349025739162 4369.428459398674 50 TARGET 1 50 100 0.0 0.0005 75 7062 -39 4319.622746014836 4361.487837357955 50 TARGET 1 50 100 0.0 0.0005 75 7062 -40 4329.561888415404 4359.857821377841 50 TARGET 1 50 100 0.0 0.0005 75 7062 -41 4331.963484125105 4353.15947561553 50 TARGET 1 50 100 0.0 0.0005 75 7062 -42 4322.352881023779 4328.475497159091 50 TARGET 1 50 100 0.0 0.0005 75 7062 -43 4319.247670388783 4346.751731178977 50 TARGET 1 50 100 0.0 0.0005 75 7062 -44 4319.002936263679 4343.084354285038 50 TARGET 1 50 100 0.0 0.0005 75 7062 -45 4310.371300899621 4342.194010416667 50 TARGET 1 50 100 0.0 0.0005 75 7062 -46 4306.208298808397 4364.69560842803 50 TARGET 1 50 100 0.0 0.0005 75 7062 -47 4314.2333080150465 4337.061064749053 50 TARGET 1 50 100 0.0 0.0005 75 7062 -48 4305.950573442761 4327.660999644886 50 TARGET 1 50 100 0.0 0.0005 75 7062 -49 4299.387239912142 4335.722138375947 50 TARGET 1 50 100 0.0 0.0005 75 7062 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0005lr_50bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0005lr_50bs_50e_1k_TARGET.tsv deleted file mode 100644 index c82940580..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0005lr_50bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5467.7951717697815 5690.414462002841 50 TARGET 1 50 100 1.0 0.0005 75 4864 -1 5207.712233007155 6011.604225852273 50 TARGET 1 50 100 1.0 0.0005 75 4864 -2 4998.519146543561 5823.895877722538 50 TARGET 1 50 100 1.0 0.0005 75 4864 -3 4863.7935770465065 6240.130992542614 50 TARGET 1 50 100 1.0 0.0005 75 4864 -4 4748.05731797138 6578.435458096591 50 TARGET 1 50 100 1.0 0.0005 75 4864 -5 4668.581265125211 5729.166489109848 50 TARGET 1 50 100 1.0 0.0005 75 4864 -6 4633.840616450968 5098.517119436553 50 TARGET 1 50 100 1.0 0.0005 75 4864 -7 4583.061911432029 5117.627219460227 50 TARGET 1 50 100 1.0 0.0005 75 4864 -8 4563.273103758944 4894.567249644886 50 TARGET 1 50 100 1.0 0.0005 75 4864 -9 4540.2848767624155 4816.808667732008 50 TARGET 1 50 100 1.0 0.0005 75 4864 -10 4507.549558080808 4945.039032907197 50 TARGET 1 50 100 1.0 0.0005 75 4864 -11 4483.869520399306 4737.603574810606 50 TARGET 1 50 100 1.0 0.0005 75 4864 -12 4470.803977272727 4580.133049242424 50 TARGET 1 50 100 1.0 0.0005 75 4864 -13 4456.694980402988 4592.237349076705 50 TARGET 1 50 100 1.0 0.0005 75 4864 -14 4439.53509213226 4586.865589488636 50 TARGET 1 50 100 1.0 0.0005 75 4864 -15 4433.804383351747 4535.388627485795 50 TARGET 1 50 100 1.0 0.0005 75 4864 -16 4436.66018091067 4519.186863754735 50 TARGET 1 50 100 1.0 0.0005 75 4864 -17 4426.061719078809 4520.813816879735 50 TARGET 1 50 100 1.0 0.0005 75 4864 -18 4400.84867555766 4499.780362215909 50 TARGET 1 50 100 1.0 0.0005 75 4864 -19 4384.845484467067 4528.969978101326 50 TARGET 1 50 100 1.0 0.0005 75 4864 -20 4399.2731991135315 4486.141216856061 50 TARGET 1 50 100 1.0 0.0005 75 4864 -21 4394.293879550715 4492.99658203125 50 TARGET 1 50 100 1.0 0.0005 75 4864 -22 4381.686993634259 4503.498623934659 50 TARGET 1 50 100 1.0 0.0005 75 4864 -23 4373.47452717277 4519.050914417614 50 TARGET 1 50 100 1.0 0.0005 75 4864 -24 4369.088921440973 4466.697857481061 50 TARGET 1 50 100 1.0 0.0005 75 4864 -25 4367.449049413405 4503.883226799242 50 TARGET 1 50 100 1.0 0.0005 75 4864 -26 4374.028790509259 4500.44873046875 50 TARGET 1 50 100 1.0 0.0005 75 4864 -27 4356.711363307555 4473.46991891572 50 TARGET 1 50 100 1.0 0.0005 75 4864 -28 4356.529089725379 4485.838245738636 50 TARGET 1 50 100 1.0 0.0005 75 4864 -29 4349.381730718645 4454.196200284091 50 TARGET 1 50 100 1.0 0.0005 75 4864 -30 4347.3070088909935 4451.377974076705 50 TARGET 1 50 100 1.0 0.0005 75 4864 -31 4355.493838120791 4457.627337831439 50 TARGET 1 50 100 1.0 0.0005 75 4864 -32 4339.940028540615 4422.245664654356 50 TARGET 1 50 100 1.0 0.0005 75 4864 -33 4336.28107901936 4424.680486505682 50 TARGET 1 50 100 1.0 0.0005 75 4864 -34 4339.072193287037 4435.115204782197 50 TARGET 1 50 100 1.0 0.0005 75 4864 -35 4333.405161642467 4434.480291193182 50 TARGET 1 50 100 1.0 0.0005 75 4864 -36 4324.942627775147 4408.433031486742 50 TARGET 1 50 100 1.0 0.0005 75 4864 -37 4321.6025390625 4419.971827651515 50 TARGET 1 50 100 1.0 0.0005 75 4864 -38 4323.389119055135 4425.34013967803 50 TARGET 1 50 100 1.0 0.0005 75 4864 -39 4322.680369778514 4392.506377249053 50 TARGET 1 50 100 1.0 0.0005 75 4864 -40 4318.734981652462 4414.449277935606 50 TARGET 1 50 100 1.0 0.0005 75 4864 -41 4326.905404961069 4410.409135298295 50 TARGET 1 50 100 1.0 0.0005 75 4864 -42 4312.3958053845745 4401.877470999053 50 TARGET 1 50 100 1.0 0.0005 75 4864 -43 4319.028889151936 4427.944054805871 50 TARGET 1 50 100 1.0 0.0005 75 4864 -44 4312.681453203914 4396.373919862689 50 TARGET 1 50 100 1.0 0.0005 75 4864 -45 4309.514747080177 4396.131983901515 50 TARGET 1 50 100 1.0 0.0005 75 4864 -46 4311.254697035459 4379.951674952652 50 TARGET 1 50 100 1.0 0.0005 75 4864 -47 4300.452949087226 4385.430797230114 50 TARGET 1 50 100 1.0 0.0005 75 4864 -48 4308.730310921717 4392.603855942235 50 TARGET 1 50 100 1.0 0.0005 75 4864 -49 4302.055677214857 4358.618016098485 50 TARGET 1 50 100 1.0 0.0005 75 4864 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_25bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_25bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index d42c856f8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_25bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5054.309003939131 16040.177852746212 25 TARGET 1 100 100 0.5 0.0015 75 9453 -1 4594.700113932292 11072.434289180872 25 TARGET 1 100 100 0.5 0.0015 75 9453 -2 4486.622727108323 5558.588038589015 25 TARGET 1 100 100 0.5 0.0015 75 9453 -3 4449.281311651673 5012.933712121212 25 TARGET 1 100 100 0.5 0.0015 75 9453 -4 4421.612299755366 4899.238606770833 25 TARGET 1 100 100 0.5 0.0015 75 9453 -5 4397.521489307134 4766.225275213068 25 TARGET 1 100 100 0.5 0.0015 75 9453 -6 4389.706137711753 4611.33662553267 25 TARGET 1 100 100 0.5 0.0015 75 9453 -7 4378.882007740162 4633.980986624053 25 TARGET 1 100 100 0.5 0.0015 75 9453 -8 4357.189470387469 4487.150353633996 25 TARGET 1 100 100 0.5 0.0015 75 9453 -9 4352.256225996949 4433.357754794034 25 TARGET 1 100 100 0.5 0.0015 75 9453 -10 4337.78270415746 4431.122617779356 25 TARGET 1 100 100 0.5 0.0015 75 9453 -11 4328.410913332545 4392.753099846117 25 TARGET 1 100 100 0.5 0.0015 75 9453 -12 4315.570650351168 4373.222175366951 25 TARGET 1 100 100 0.5 0.0015 75 9453 -13 4320.630543718435 4356.709628018466 25 TARGET 1 100 100 0.5 0.0015 75 9453 -14 4304.550542041509 4352.13310102983 25 TARGET 1 100 100 0.5 0.0015 75 9453 -15 4295.2573299729065 4345.636378432765 25 TARGET 1 100 100 0.5 0.0015 75 9453 -16 4291.980950455071 4335.410822088068 25 TARGET 1 100 100 0.5 0.0015 75 9453 -17 4293.104383680556 4336.511807528409 25 TARGET 1 100 100 0.5 0.0015 75 9453 -18 4274.1752650199915 4407.958266749527 25 TARGET 1 100 100 0.5 0.0015 75 9453 -19 4282.122942889178 4300.529970111269 25 TARGET 1 100 100 0.5 0.0015 75 9453 -20 4269.546509200074 4358.750236742424 25 TARGET 1 100 100 0.5 0.0015 75 9453 -21 4261.352282591541 4304.336285215436 25 TARGET 1 100 100 0.5 0.0015 75 9453 -22 4259.244944562815 4311.599135890152 25 TARGET 1 100 100 0.5 0.0015 75 9453 -23 4252.790230593698 4286.593572443182 25 TARGET 1 100 100 0.5 0.0015 75 9453 -24 4260.339971163457 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9453 -37 4215.839005287247 4286.546838008996 25 TARGET 1 100 100 0.5 0.0015 75 9453 -38 4222.214320532802 4267.99667820786 25 TARGET 1 100 100 0.5 0.0015 75 9453 -39 4217.880403974642 4257.773289535985 25 TARGET 1 100 100 0.5 0.0015 75 9453 -40 4212.846565837411 4252.068255800189 25 TARGET 1 100 100 0.5 0.0015 75 9453 -41 4208.413344874527 4247.051654237689 25 TARGET 1 100 100 0.5 0.0015 75 9453 -42 4210.432592937842 4257.704419685133 25 TARGET 1 100 100 0.5 0.0015 75 9453 -43 4212.372212111348 4246.969452829072 25 TARGET 1 100 100 0.5 0.0015 75 9453 -44 4204.619369147201 4241.532056403883 25 TARGET 1 100 100 0.5 0.0015 75 9453 -45 4202.343635738899 4254.485181403883 25 TARGET 1 100 100 0.5 0.0015 75 9453 -46 4205.900277185921 4268.275050307765 25 TARGET 1 100 100 0.5 0.0015 75 9453 -47 4201.7429478706335 4262.302357066761 25 TARGET 1 100 100 0.5 0.0015 75 9453 -48 4198.880042284827 4250.502382220644 25 TARGET 1 100 100 0.5 0.0015 75 9453 -49 4202.179253472223 4265.17929539536 25 TARGET 1 100 100 0.5 0.0015 75 9453 -50 4199.834566366793 4253.246700402462 25 TARGET 1 100 100 0.5 0.0015 75 9453 -51 4192.148798367793 4256.256503018466 25 TARGET 1 100 100 0.5 0.0015 75 9453 -52 4193.250102752789 4269.793005741004 25 TARGET 1 100 100 0.5 0.0015 75 9453 -53 4182.586177530514 4251.752456202652 25 TARGET 1 100 100 0.5 0.0015 75 9453 -54 4190.7400013316765 4243.298258463542 25 TARGET 1 100 100 0.5 0.0015 75 9453 -55 4199.917240849248 4258.910215435606 25 TARGET 1 100 100 0.5 0.0015 75 9453 -56 4188.8703346124 4281.87832179214 25 TARGET 1 100 100 0.5 0.0015 75 9453 -57 4204.5104105015 4288.294951467803 25 TARGET 1 100 100 0.5 0.0015 75 9453 -58 4185.876233444471 4259.933142459754 25 TARGET 1 100 100 0.5 0.0015 75 9453 -59 4183.027663105666 4260.475371389678 25 TARGET 1 100 100 0.5 0.0015 75 9453 -60 4184.5792121245 4237.70234079072 25 TARGET 1 100 100 0.5 0.0015 75 9453 -61 4175.360740379051 4247.802260890152 25 TARGET 1 100 100 0.5 0.0015 75 9453 -62 4179.773807821049 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9453 -75 4158.285585756655 4235.827947443182 25 TARGET 1 100 100 0.5 0.0015 75 9453 -76 4160.365339593855 4239.454767400568 25 TARGET 1 100 100 0.5 0.0015 75 9453 -77 4161.723742552478 4231.341079249527 25 TARGET 1 100 100 0.5 0.0015 75 9453 -78 4161.009793984769 4224.845762310606 25 TARGET 1 100 100 0.5 0.0015 75 9453 -79 4156.76760278567 4233.175921815814 25 TARGET 1 100 100 0.5 0.0015 75 9453 -80 4165.010481606429 4239.498076467803 25 TARGET 1 100 100 0.5 0.0015 75 9453 -81 4164.656756365741 4273.868815104167 25 TARGET 1 100 100 0.5 0.0015 75 9453 -82 4161.731770011311 4248.745583274148 25 TARGET 1 100 100 0.5 0.0015 75 9453 -83 4153.399051550663 4234.638094815341 25 TARGET 1 100 100 0.5 0.0015 75 9453 -84 4158.038375289352 4229.729425603693 25 TARGET 1 100 100 0.5 0.0015 75 9453 -85 4153.1286066228695 4238.101481119792 25 TARGET 1 100 100 0.5 0.0015 75 9453 -86 4163.051696160827 4222.178407611269 25 TARGET 1 100 100 0.5 0.0015 75 9453 -87 4161.920375631313 4222.125103574811 25 TARGET 1 100 100 0.5 0.0015 75 9453 -88 4150.336883236663 4227.100859670928 25 TARGET 1 100 100 0.5 0.0015 75 9453 -89 4154.607326520412 4247.569794625947 25 TARGET 1 100 100 0.5 0.0015 75 9453 -90 4154.116087634154 4245.380415482955 25 TARGET 1 100 100 0.5 0.0015 75 9453 -91 4174.064812759759 4282.684548117898 25 TARGET 1 100 100 0.5 0.0015 75 9453 -92 4149.107106629445 4257.02871241714 25 TARGET 1 100 100 0.5 0.0015 75 9453 -93 4152.176891802136 4228.824588660038 25 TARGET 1 100 100 0.5 0.0015 75 9453 -94 4154.225116562763 4228.724594578598 25 TARGET 1 100 100 0.5 0.0015 75 9453 -95 4150.657617845118 4230.217344341856 25 TARGET 1 100 100 0.5 0.0015 75 9453 -96 4146.500065350773 4238.893243963068 25 TARGET 1 100 100 0.5 0.0015 75 9453 -97 4139.456847117003 4246.791777639678 25 TARGET 1 100 100 0.5 0.0015 75 9453 -98 4140.754042294691 4233.283647017045 25 TARGET 1 100 100 0.5 0.0015 75 9453 -99 4147.1832497336645 4221.638553503788 25 TARGET 1 100 100 0.5 0.0015 75 9453 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_25bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_25bs_100e_0k_TARGET.tsv deleted file mode 100644 index a90f10f0f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_25bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5100.928068116056 16631.429569128788 25 TARGET 1 100 100 0.0 0.0015 75 6828 -1 4601.535546710596 10210.662124171402 25 TARGET 1 100 100 0.0 0.0015 75 6828 -2 4498.708350595802 5308.89990234375 25 TARGET 1 100 100 0.0 0.0015 75 6828 -3 4450.40536961411 4882.275146484375 25 TARGET 1 100 100 0.0 0.0015 75 6828 -4 4423.5900270609745 4594.875221946023 25 TARGET 1 100 100 0.0 0.0015 75 6828 -5 4396.043878728693 4569.43037553267 25 TARGET 1 100 100 0.0 0.0015 75 6828 -6 4382.082902593645 4497.597234552557 25 TARGET 1 100 100 0.0 0.0015 75 6828 -7 4388.38365014073 4413.623150449811 25 TARGET 1 100 100 0.0 0.0015 75 6828 -8 4375.307942708333 4384.55605616714 25 TARGET 1 100 100 0.0 0.0015 75 6828 -9 4355.024210200968 4338.24199514678 25 TARGET 1 100 100 0.0 0.0015 75 6828 -10 4342.902736676662 4381.144190932765 25 TARGET 1 100 100 0.0 0.0015 75 6828 -11 4336.52979584254 4299.430819424716 25 TARGET 1 100 100 0.0 0.0015 75 6828 -12 4322.583272503683 4311.428156072443 25 TARGET 1 100 100 0.0 0.0015 75 6828 -13 4330.602685382471 4250.13896040483 25 TARGET 1 100 100 0.0 0.0015 75 6828 -14 4314.13836197259 4265.468387488163 25 TARGET 1 100 100 0.0 0.0015 75 6828 -15 4304.423046381787 4235.390846946023 25 TARGET 1 100 100 0.0 0.0015 75 6828 -16 4305.7216147477375 4246.295373165246 25 TARGET 1 100 100 0.0 0.0015 75 6828 -17 4293.642738419349 4257.124482125947 25 TARGET 1 100 100 0.0 0.0015 75 6828 -18 4287.70011311027 4230.45088334517 25 TARGET 1 100 100 0.0 0.0015 75 6828 -19 4285.576413549558 4246.358931107955 25 TARGET 1 100 100 0.0 0.0015 75 6828 -20 4280.980790160722 4231.491484670928 25 TARGET 1 100 100 0.0 0.0015 75 6828 -21 4269.325539739846 4228.564423532197 25 TARGET 1 100 100 0.0 0.0015 75 6828 -22 4266.812148174453 4234.503965435606 25 TARGET 1 100 100 0.0 0.0015 75 6828 -23 4274.380931712963 4234.323072028883 25 TARGET 1 100 100 0.0 0.0015 75 6828 -24 4258.8385030316185 4222.024162523674 25 TARGET 1 100 100 0.0 0.0015 75 6828 -25 4256.9714318477745 4219.353190104167 25 TARGET 1 100 100 0.0 0.0015 75 6828 -26 4253.088417541298 4212.501057942708 25 TARGET 1 100 100 0.0 0.0015 75 6828 -27 4246.82843490241 4222.555234966856 25 TARGET 1 100 100 0.0 0.0015 75 6828 -28 4247.268841984296 4199.454671223958 25 TARGET 1 100 100 0.0 0.0015 75 6828 -29 4247.129183271517 4241.956846294981 25 TARGET 1 100 100 0.0 0.0015 75 6828 -30 4250.614965573705 4189.17206735322 25 TARGET 1 100 100 0.0 0.0015 75 6828 -31 4237.73993515888 4196.266135475852 25 TARGET 1 100 100 0.0 0.0015 75 6828 -32 4239.811782374527 4224.453472715436 25 TARGET 1 100 100 0.0 0.0015 75 6828 -33 4231.838866365478 4191.44833836411 25 TARGET 1 100 100 0.0 0.0015 75 6828 -34 4230.921025028935 4193.2313824277935 25 TARGET 1 100 100 0.0 0.0015 75 6828 -35 4229.369110621185 4191.26933889678 25 TARGET 1 100 100 0.0 0.0015 75 6828 -36 4227.490048597959 4178.974712949811 25 TARGET 1 100 100 0.0 0.0015 75 6828 -37 4219.566638471301 4186.895552201705 25 TARGET 1 100 100 0.0 0.0015 75 6828 -38 4228.056636103877 4217.493807705966 25 TARGET 1 100 100 0.0 0.0015 75 6828 -39 4221.940040870949 4177.444506096117 25 TARGET 1 100 100 0.0 0.0015 75 6828 -40 4228.985429654619 4185.8382346413355 25 TARGET 1 100 100 0.0 0.0015 75 6828 -41 4226.956117161195 4185.4784749348955 25 TARGET 1 100 100 0.0 0.0015 75 6828 -42 4212.415471035222 4193.171246152936 25 TARGET 1 100 100 0.0 0.0015 75 6828 -43 4212.356936470828 4172.47285600142 25 TARGET 1 100 100 0.0 0.0015 75 6828 -44 4211.107522983743 4190.844489820076 25 TARGET 1 100 100 0.0 0.0015 75 6828 -45 4207.420665805187 4162.8489028468275 25 TARGET 1 100 100 0.0 0.0015 75 6828 -46 4211.815079094987 4175.111779415246 25 TARGET 1 100 100 0.0 0.0015 75 6828 -47 4207.82331370344 4183.5898104580965 25 TARGET 1 100 100 0.0 0.0015 75 6828 -48 4210.398150614215 4165.708806818182 25 TARGET 1 100 100 0.0 0.0015 75 6828 -49 4201.028933952151 4184.3049279415245 25 TARGET 1 100 100 0.0 0.0015 75 6828 -50 4210.282608802872 4187.404718572443 25 TARGET 1 100 100 0.0 0.0015 75 6828 -51 4201.552717523543 4169.70254054214 25 TARGET 1 100 100 0.0 0.0015 75 6828 -52 4197.0078605883045 4176.652898615057 25 TARGET 1 100 100 0.0 0.0015 75 6828 -53 4194.036174735637 4147.3783624822445 25 TARGET 1 100 100 0.0 0.0015 75 6828 -54 4204.6931094802185 4161.9312374230585 25 TARGET 1 100 100 0.0 0.0015 75 6828 -55 4199.851228347932 4151.981141986269 25 TARGET 1 100 100 0.0 0.0015 75 6828 -56 4193.508730287905 4149.888901219223 25 TARGET 1 100 100 0.0 0.0015 75 6828 -57 4191.8464413010315 4163.2637199633045 25 TARGET 1 100 100 0.0 0.0015 75 6828 -58 4189.97268091067 4203.944091796875 25 TARGET 1 100 100 0.0 0.0015 75 6828 -59 4196.227711687185 4180.263745857008 25 TARGET 1 100 100 0.0 0.0015 75 6828 -60 4192.86259321733 4170.433246034564 25 TARGET 1 100 100 0.0 0.0015 75 6828 -61 4195.34752801452 4157.749667080966 25 TARGET 1 100 100 0.0 0.0015 75 6828 -62 4190.807149045797 4186.6539454604645 25 TARGET 1 100 100 0.0 0.0015 75 6828 -63 4195.610379922269 4174.9717425722065 25 TARGET 1 100 100 0.0 0.0015 75 6828 -64 4182.733616273411 4145.009299538352 25 TARGET 1 100 100 0.0 0.0015 75 6828 -65 4180.439458468145 4144.6583325935135 25 TARGET 1 100 100 0.0 0.0015 75 6828 -66 4183.379720874105 4159.1387199633045 25 TARGET 1 100 100 0.0 0.0015 75 6828 -67 4181.979968549426 4149.460989287405 25 TARGET 1 100 100 0.0 0.0015 75 6828 -68 4183.828275430082 4160.326208866004 25 TARGET 1 100 100 0.0 0.0015 75 6828 -69 4179.851139980535 4193.8653342507105 25 TARGET 1 100 100 0.0 0.0015 75 6828 -70 4179.332125371554 4151.774036754261 25 TARGET 1 100 100 0.0 0.0015 75 6828 -71 4177.981100063132 4171.535526160038 25 TARGET 1 100 100 0.0 0.0015 75 6828 -72 4173.142430160985 4151.651034268466 25 TARGET 1 100 100 0.0 0.0015 75 6828 -73 4176.551065669718 4151.789203065814 25 TARGET 1 100 100 0.0 0.0015 75 6828 -74 4175.992919510863 4182.205507220644 25 TARGET 1 100 100 0.0 0.0015 75 6828 -75 4172.350558810764 4195.5443337180395 25 TARGET 1 100 100 0.0 0.0015 75 6828 -76 4175.08187424374 4157.805427320076 25 TARGET 1 100 100 0.0 0.0015 75 6828 -77 4167.883583967934 4163.2489235617895 25 TARGET 1 100 100 0.0 0.0015 75 6828 -78 4162.544339883207 4140.1972767223015 25 TARGET 1 100 100 0.0 0.0015 75 6828 -79 4173.906129162721 4137.8729469992895 25 TARGET 1 100 100 0.0 0.0015 75 6828 -80 4185.099037247474 4186.304665305398 25 TARGET 1 100 100 0.0 0.0015 75 6828 -81 4167.075628929267 4167.040556936553 25 TARGET 1 100 100 0.0 0.0015 75 6828 -82 4180.426103482744 4150.6051765210705 25 TARGET 1 100 100 0.0 0.0015 75 6828 -83 4172.1447696364685 4141.4737844756155 25 TARGET 1 100 100 0.0 0.0015 75 6828 -84 4162.461586897622 4151.1510749585705 25 TARGET 1 100 100 0.0 0.0015 75 6828 -85 4175.29549194747 4139.0614827473955 25 TARGET 1 100 100 0.0 0.0015 75 6828 -86 4167.622487899832 4159.225963245739 25 TARGET 1 100 100 0.0 0.0015 75 6828 -87 4167.777604331071 4147.583858605587 25 TARGET 1 100 100 0.0 0.0015 75 6828 -88 4164.064174870449 4142.3077614524145 25 TARGET 1 100 100 0.0 0.0015 75 6828 -89 4158.686029813105 4146.5831446792145 25 TARGET 1 100 100 0.0 0.0015 75 6828 -90 4164.680879021334 4159.7330248283615 25 TARGET 1 100 100 0.0 0.0015 75 6828 -91 4157.110836555661 4142.201933889678 25 TARGET 1 100 100 0.0 0.0015 75 6828 -92 4158.342896329835 4139.1764655835705 25 TARGET 1 100 100 0.0 0.0015 75 6828 -93 4166.977133394492 4177.197591145833 25 TARGET 1 100 100 0.0 0.0015 75 6828 -94 4161.8232142387415 4151.0036362156725 25 TARGET 1 100 100 0.0 0.0015 75 6828 -95 4155.753420845828 4185.8092484907675 25 TARGET 1 100 100 0.0 0.0015 75 6828 -96 4153.858697242608 4143.0434089429455 25 TARGET 1 100 100 0.0 0.0015 75 6828 -97 4161.025980014993 4171.22548976089 25 TARGET 1 100 100 0.0 0.0015 75 6828 -98 4163.018879797322 4148.272335168087 25 TARGET 1 100 100 0.0 0.0015 75 6828 -99 4157.666358408302 4140.347034801136 25 TARGET 1 100 100 0.0 0.0015 75 6828 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_25bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_25bs_100e_1k_TARGET.tsv deleted file mode 100644 index bcd7eeeda..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_25bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5108.838604962384 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-13 4324.157306298664 4205.823715672348 25 TARGET 1 100 100 1.0 0.0015 75 7980 -14 4323.154164529408 4191.893665660511 25 TARGET 1 100 100 1.0 0.0015 75 7980 -15 4321.339447535248 4197.778364701705 25 TARGET 1 100 100 1.0 0.0015 75 7980 -16 4308.385613129998 4203.516364820076 25 TARGET 1 100 100 1.0 0.0015 75 7980 -17 4307.29021744134 4172.874186197917 25 TARGET 1 100 100 1.0 0.0015 75 7980 -18 4290.5241682778305 4187.5895589192705 25 TARGET 1 100 100 1.0 0.0015 75 7980 -19 4283.234575162432 4197.215805516098 25 TARGET 1 100 100 1.0 0.0015 75 7980 -20 4289.7490546743475 4153.731134588068 25 TARGET 1 100 100 1.0 0.0015 75 7980 -21 4286.843737669666 4165.532788825758 25 TARGET 1 100 100 1.0 0.0015 75 7980 -22 4278.80347583912 4154.374127012311 25 TARGET 1 100 100 1.0 0.0015 75 7980 -23 4289.660235164141 4158.9188306403885 25 TARGET 1 100 100 1.0 0.0015 75 7980 -24 4275.077607125947 4172.607096354167 25 TARGET 1 100 100 1.0 0.0015 75 7980 -25 4264.560498375684 4175.8697805693655 25 TARGET 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0.0015 75 7980 -51 4207.108998102773 4120.491669625947 25 TARGET 1 100 100 1.0 0.0015 75 7980 -52 4200.785440669718 4110.2360137014675 25 TARGET 1 100 100 1.0 0.0015 75 7980 -53 4195.823133269544 4101.6386607776985 25 TARGET 1 100 100 1.0 0.0015 75 7980 -54 4202.756153247975 4120.8226910215435 25 TARGET 1 100 100 1.0 0.0015 75 7980 -55 4201.9673163930975 4106.5783580433235 25 TARGET 1 100 100 1.0 0.0015 75 7980 -56 4202.704417630077 4110.832157019413 25 TARGET 1 100 100 1.0 0.0015 75 7980 -57 4201.2232222123575 4108.316539417614 25 TARGET 1 100 100 1.0 0.0015 75 7980 -58 4200.700103657013 4109.947347005208 25 TARGET 1 100 100 1.0 0.0015 75 7980 -59 4202.710398253367 4123.8709494850855 25 TARGET 1 100 100 1.0 0.0015 75 7980 -60 4197.196525393913 4104.309185606061 25 TARGET 1 100 100 1.0 0.0015 75 7980 -61 4192.85135576139 4110.45390920928 25 TARGET 1 100 100 1.0 0.0015 75 7980 -62 4198.893751972853 4100.504934599905 25 TARGET 1 100 100 1.0 0.0015 75 7980 -63 4207.593809596618 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0.0015 75 7980 -76 4175.068007549453 4095.8327303799715 25 TARGET 1 100 100 1.0 0.0015 75 7980 -77 4181.242350671428 4105.448937618371 25 TARGET 1 100 100 1.0 0.0015 75 7980 -78 4188.692372948232 4118.8324936375475 25 TARGET 1 100 100 1.0 0.0015 75 7980 -79 4178.378145468356 4108.3976126006155 25 TARGET 1 100 100 1.0 0.0015 75 7980 -80 4174.6307352496315 4088.8881983901515 25 TARGET 1 100 100 1.0 0.0015 75 7980 -81 4174.206440626973 4089.327470259233 25 TARGET 1 100 100 1.0 0.0015 75 7980 -82 4175.396457248264 4098.562899502841 25 TARGET 1 100 100 1.0 0.0015 75 7980 -83 4169.926930848195 4096.7846938624525 25 TARGET 1 100 100 1.0 0.0015 75 7980 -84 4178.613166988899 4094.1385498046875 25 TARGET 1 100 100 1.0 0.0015 75 7980 -85 4170.762471722433 4097.9940111564865 25 TARGET 1 100 100 1.0 0.0015 75 7980 -86 4176.774865763758 4090.577333392519 25 TARGET 1 100 100 1.0 0.0015 75 7980 -87 4174.447361390598 4100.258655894886 25 TARGET 1 100 100 1.0 0.0015 75 7980 -88 4167.231241450968 4091.250965465199 25 TARGET 1 100 100 1.0 0.0015 75 7980 -89 4171.370953595197 4089.3884499289775 25 TARGET 1 100 100 1.0 0.0015 75 7980 -90 4171.072046967067 4086.224616773201 25 TARGET 1 100 100 1.0 0.0015 75 7980 -91 4167.409103650437 4095.4499548709755 25 TARGET 1 100 100 1.0 0.0015 75 7980 -92 4176.506228463016 4102.52568655303 25 TARGET 1 100 100 1.0 0.0015 75 7980 -93 4174.78410817156 4092.0480920040245 25 TARGET 1 100 100 1.0 0.0015 75 7980 -94 4171.881073922822 4103.119022253788 25 TARGET 1 100 100 1.0 0.0015 75 7980 -95 4171.110940130471 4089.209942441998 25 TARGET 1 100 100 1.0 0.0015 75 7980 -96 4167.934632375184 4096.708177971117 25 TARGET 1 100 100 1.0 0.0015 75 7980 -97 4165.111500338673 4092.460759943182 25 TARGET 1 100 100 1.0 0.0015 75 7980 -98 4161.247038664641 4103.8605254202175 25 TARGET 1 100 100 1.0 0.0015 75 7980 -99 4164.6348802971115 4082.6128743489585 25 TARGET 1 100 100 1.0 0.0015 75 7980 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_25bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_25bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index 4c7267486..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_25bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5061.860506924716 18067.653882575756 25 TARGET 1 50 100 0.5 0.0015 75 1515 -1 4591.138006036932 7170.595680930398 25 TARGET 1 50 100 0.5 0.0015 75 1515 -2 4500.411577526568 5548.574433297822 25 TARGET 1 50 100 0.5 0.0015 75 1515 -3 4460.069925327493 4893.618785511364 25 TARGET 1 50 100 0.5 0.0015 75 1515 -4 4420.501154119318 4850.51455226089 25 TARGET 1 50 100 0.5 0.0015 75 1515 -5 4420.073489616214 4671.589007753314 25 TARGET 1 50 100 0.5 0.0015 75 1515 -6 4393.521533696338 4498.551816998106 25 TARGET 1 50 100 0.5 0.0015 75 1515 -7 4372.0298459859005 4515.734648733428 25 TARGET 1 50 100 0.5 0.0015 75 1515 -8 4359.488814742477 4401.869562322443 25 TARGET 1 50 100 0.5 0.0015 75 1515 -9 4350.130324238478 4393.979455196496 25 TARGET 1 50 100 0.5 0.0015 75 1515 -10 4349.351173683449 4365.944668856534 25 TARGET 1 50 100 0.5 0.0015 75 1515 -11 4336.313590001579 4387.410888671875 25 TARGET 1 50 100 0.5 0.0015 75 1515 -12 4323.432566222117 4344.452784682765 25 TARGET 1 50 100 0.5 0.0015 75 1515 -13 4324.497351444129 4324.254993785511 25 TARGET 1 50 100 0.5 0.0015 75 1515 -14 4305.16553803004 4318.494651100852 25 TARGET 1 50 100 0.5 0.0015 75 1515 -15 4300.6369867292715 4334.839540423769 25 TARGET 1 50 100 0.5 0.0015 75 1515 -16 4301.818336358376 4307.989531545928 25 TARGET 1 50 100 0.5 0.0015 75 1515 -17 4304.506805933685 4286.269161339962 25 TARGET 1 50 100 0.5 0.0015 75 1515 -18 4285.750891894202 4266.73788914536 25 TARGET 1 50 100 0.5 0.0015 75 1515 -19 4282.789237590751 4324.787937973485 25 TARGET 1 50 100 0.5 0.0015 75 1515 -20 4280.664511324179 4322.166237571023 25 TARGET 1 50 100 0.5 0.0015 75 1515 -21 4266.2800054582285 4272.140277284564 25 TARGET 1 50 100 0.5 0.0015 75 1515 -22 4264.76695092198 4274.19677734375 25 TARGET 1 50 100 0.5 0.0015 75 1515 -23 4259.022412027172 4276.69687352036 25 TARGET 1 50 100 0.5 0.0015 75 1515 -24 4257.57167048085 4257.669877485795 25 TARGET 1 50 100 0.5 0.0015 75 1515 -25 4254.411070338805 4265.783358487216 25 TARGET 1 50 100 0.5 0.0015 75 1515 -26 4250.857966875789 4242.697931463068 25 TARGET 1 50 100 0.5 0.0015 75 1515 -27 4239.229041719276 4246.840598366477 25 TARGET 1 50 100 0.5 0.0015 75 1515 -28 4247.46280883378 4239.529467033617 25 TARGET 1 50 100 0.5 0.0015 75 1515 -29 4246.167178786563 4268.524258700284 25 TARGET 1 50 100 0.5 0.0015 75 1515 -30 4248.53498855745 4275.101769649621 25 TARGET 1 50 100 0.5 0.0015 75 1515 -31 4239.416549939499 4254.74335641572 25 TARGET 1 50 100 0.5 0.0015 75 1515 -32 4235.120611633917 4253.992794152462 25 TARGET 1 50 100 0.5 0.0015 75 1515 -33 4230.44319168245 4261.88486180161 25 TARGET 1 50 100 0.5 0.0015 75 1515 -34 4223.525589554398 4242.629017223011 25 TARGET 1 50 100 0.5 0.0015 75 1515 -35 4227.65209056713 4225.321155894886 25 TARGET 1 50 100 0.5 0.0015 75 1515 -36 4230.0566422690445 4243.30888227983 25 TARGET 1 50 100 0.5 0.0015 75 1515 -37 4231.3769810737585 4248.083037405303 25 TARGET 1 50 100 0.5 0.0015 75 1515 -38 4214.532365895281 4236.651574337121 25 TARGET 1 50 100 0.5 0.0015 75 1515 -39 4222.135877410169 4231.242350260417 25 TARGET 1 50 100 0.5 0.0015 75 1515 -40 4222.055232500789 4239.913515033144 25 TARGET 1 50 100 0.5 0.0015 75 1515 -41 4218.580689709596 4238.882575757576 25 TARGET 1 50 100 0.5 0.0015 75 1515 -42 4212.631241615372 4217.900804924242 25 TARGET 1 50 100 0.5 0.0015 75 1515 -43 4209.512475421533 4228.237356474905 25 TARGET 1 50 100 0.5 0.0015 75 1515 -44 4208.624691330624 4234.554694898201 25 TARGET 1 50 100 0.5 0.0015 75 1515 -45 4208.537060053662 4240.130052971117 25 TARGET 1 50 100 0.5 0.0015 75 1515 -46 4204.482053197996 4237.228537819602 25 TARGET 1 50 100 0.5 0.0015 75 1515 -47 4209.247825339989 4236.770382043087 25 TARGET 1 50 100 0.5 0.0015 75 1515 -48 4208.398442843145 4213.819306344697 25 TARGET 1 50 100 0.5 0.0015 75 1515 -49 4195.502798985954 4209.37753758286 25 TARGET 1 50 100 0.5 0.0015 75 1515 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_25bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_25bs_50e_0k_TARGET.tsv deleted file mode 100644 index 08ff8a241..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_25bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5119.476255063658 11315.195253314394 25 TARGET 1 50 100 0.0 0.0015 75 9128 -1 4670.438463410143 16263.924863873106 25 TARGET 1 50 100 0.0 0.0015 75 9128 -2 4530.863454696707 7134.22587446733 25 TARGET 1 50 100 0.0 0.0015 75 9128 -3 4488.0595941511465 5294.861246744792 25 TARGET 1 50 100 0.0 0.0015 75 9128 -4 4442.309479068024 4888.353878136837 25 TARGET 1 50 100 0.0 0.0015 75 9128 -5 4404.4848353324915 4815.6162109375 25 TARGET 1 50 100 0.0 0.0015 75 9128 -6 4386.838686342592 4744.25722804214 25 TARGET 1 50 100 0.0 0.0015 75 9128 -7 4373.0318582965065 4530.56474905303 25 TARGET 1 50 100 0.0 0.0015 75 9128 -8 4365.07425080887 4524.819261955492 25 TARGET 1 50 100 0.0 0.0015 75 9128 -9 4348.984813137889 4421.568884647254 25 TARGET 1 50 100 0.0 0.0015 75 9128 -10 4337.924136383365 4427.399428858902 25 TARGET 1 50 100 0.0 0.0015 75 9128 -11 4339.666611591172 4394.164291844223 25 TARGET 1 50 100 0.0 0.0015 75 9128 -12 4331.325954861111 4345.448649088542 25 TARGET 1 50 100 0.0 0.0015 75 9128 -13 4327.479378748421 4345.295166015625 25 TARGET 1 50 100 0.0 0.0015 75 9128 -14 4303.304490214647 4363.007146661932 25 TARGET 1 50 100 0.0 0.0015 75 9128 -15 4312.448827467382 4363.706616950758 25 TARGET 1 50 100 0.0 0.0015 75 9128 -16 4290.60002285222 4361.018414121686 25 TARGET 1 50 100 0.0 0.0015 75 9128 -17 4290.427072647043 4323.239916252367 25 TARGET 1 50 100 0.0 0.0015 75 9128 -18 4280.676020458491 4423.346435546875 25 TARGET 1 50 100 0.0 0.0015 75 9128 -19 4269.596050840436 4335.890647194602 25 TARGET 1 50 100 0.0 0.0015 75 9128 -20 4281.944554595433 4320.523881392045 25 TARGET 1 50 100 0.0 0.0015 75 9128 -21 4256.452131586043 4313.235233191288 25 TARGET 1 50 100 0.0 0.0015 75 9128 -22 4267.267632378473 4297.894257516572 25 TARGET 1 50 100 0.0 0.0015 75 9128 -23 4257.674955939604 4312.545765269886 25 TARGET 1 50 100 0.0 0.0015 75 9128 -24 4254.871682317971 4294.325602213542 25 TARGET 1 50 100 0.0 0.0015 75 9128 -25 4251.580055930398 4276.138257575758 25 TARGET 1 50 100 0.0 0.0015 75 9128 -26 4241.062920875421 4307.050056226326 25 TARGET 1 50 100 0.0 0.0015 75 9128 -27 4248.13230284617 4313.938950047348 25 TARGET 1 50 100 0.0 0.0015 75 9128 -28 4240.454523259943 4294.037027994792 25 TARGET 1 50 100 0.0 0.0015 75 9128 -29 4237.00810842803 4292.365641276042 25 TARGET 1 50 100 0.0 0.0015 75 9128 -30 4231.118278323601 4316.52704782197 25 TARGET 1 50 100 0.0 0.0015 75 9128 -31 4236.288913713963 4307.691709576231 25 TARGET 1 50 100 0.0 0.0015 75 9128 -32 4235.263567889178 4268.895263671875 25 TARGET 1 50 100 0.0 0.0015 75 9128 -33 4230.752537993871 4281.703443122633 25 TARGET 1 50 100 0.0 0.0015 75 9128 -34 4222.049380112979 4253.775042909564 25 TARGET 1 50 100 0.0 0.0015 75 9128 -35 4224.399892890494 4285.620102391098 25 TARGET 1 50 100 0.0 0.0015 75 9128 -36 4232.926151571049 4269.054583925189 25 TARGET 1 50 100 0.0 0.0015 75 9128 -37 4215.795265480324 4289.093565044981 25 TARGET 1 50 100 0.0 0.0015 75 9128 -38 4212.903877643624 4262.194809422348 25 TARGET 1 50 100 0.0 0.0015 75 9128 -39 4218.442660656039 4278.846561316288 25 TARGET 1 50 100 0.0 0.0015 75 9128 -40 4219.244646168719 4280.75810102983 25 TARGET 1 50 100 0.0 0.0015 75 9128 -41 4209.166456639968 4260.614982836174 25 TARGET 1 50 100 0.0 0.0015 75 9128 -42 4212.1024856310505 4283.847130977746 25 TARGET 1 50 100 0.0 0.0015 75 9128 -43 4209.633830985637 4276.096561316288 25 TARGET 1 50 100 0.0 0.0015 75 9128 -44 4199.711634985927 4290.452141039299 25 TARGET 1 50 100 0.0 0.0015 75 9128 -45 4200.931629116688 4257.95635061553 25 TARGET 1 50 100 0.0 0.0015 75 9128 -46 4205.735997672033 4252.097101384943 25 TARGET 1 50 100 0.0 0.0015 75 9128 -47 4201.674877847485 4254.278594045928 25 TARGET 1 50 100 0.0 0.0015 75 9128 -48 4205.409240928162 4247.501205906723 25 TARGET 1 50 100 0.0 0.0015 75 9128 -49 4203.090040213331 4273.248180042614 25 TARGET 1 50 100 0.0 0.0015 75 9128 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_25bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_25bs_50e_1k_TARGET.tsv deleted file mode 100644 index 76e1de460..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_25bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5049.617415200179 19578.897105823864 25 TARGET 1 50 100 1.0 0.0015 75 5795 -1 4579.87024542298 9495.930649266098 25 TARGET 1 50 100 1.0 0.0015 75 5795 -2 4484.464400679977 6069.80429539536 25 TARGET 1 50 100 1.0 0.0015 75 5795 -3 4438.063981284196 5216.950276692708 25 TARGET 1 50 100 1.0 0.0015 75 5795 -4 4421.5430040969595 4968.970925071023 25 TARGET 1 50 100 1.0 0.0015 75 5795 -5 4392.072278777357 4734.505911162405 25 TARGET 1 50 100 1.0 0.0015 75 5795 -6 4373.02971364031 4634.510897549716 25 TARGET 1 50 100 1.0 0.0015 75 5795 -7 4355.287068273885 4563.578102805398 25 TARGET 1 50 100 1.0 0.0015 75 5795 -8 4345.190393518518 4591.659164891098 25 TARGET 1 50 100 1.0 0.0015 75 5795 -9 4329.699471110848 4554.274288293087 25 TARGET 1 50 100 1.0 0.0015 75 5795 -10 4331.6309539075655 4579.684089429451 25 TARGET 1 50 100 1.0 0.0015 75 5795 -11 4321.864524147727 4449.360825047348 25 TARGET 1 50 100 1.0 0.0015 75 5795 -12 4313.929290463226 4455.468439275568 25 TARGET 1 50 100 1.0 0.0015 75 5795 -13 4306.087568392256 4432.30595259233 25 TARGET 1 50 100 1.0 0.0015 75 5795 -14 4293.007930871212 4449.527425130208 25 TARGET 1 50 100 1.0 0.0015 75 5795 -15 4292.393503722117 4417.272993607955 25 TARGET 1 50 100 1.0 0.0015 75 5795 -16 4293.266040943287 4519.707845052083 25 TARGET 1 50 100 1.0 0.0015 75 5795 -17 4284.842799742214 4441.917510061553 25 TARGET 1 50 100 1.0 0.0015 75 5795 -18 4273.618620695891 4394.628329190341 25 TARGET 1 50 100 1.0 0.0015 75 5795 -19 4261.457825734559 4394.733820134943 25 TARGET 1 50 100 1.0 0.0015 75 5795 -20 4251.006571246317 4393.023111979167 25 TARGET 1 50 100 1.0 0.0015 75 5795 -21 4258.525693951231 4411.013997395833 25 TARGET 1 50 100 1.0 0.0015 75 5795 -22 4253.989324396307 4419.774014559659 25 TARGET 1 50 100 1.0 0.0015 75 5795 -23 4245.413707797375 4386.463623046875 25 TARGET 1 50 100 1.0 0.0015 75 5795 -24 4235.6767911044035 4375.074847597064 25 TARGET 1 50 100 1.0 0.0015 75 5795 -25 4247.241821700074 4384.943130030777 25 TARGET 1 50 100 1.0 0.0015 75 5795 -26 4236.763578986479 4379.877781723485 25 TARGET 1 50 100 1.0 0.0015 75 5795 -27 4234.864974615951 4381.579160748106 25 TARGET 1 50 100 1.0 0.0015 75 5795 -28 4224.454260212805 4374.490360144413 25 TARGET 1 50 100 1.0 0.0015 75 5795 -29 4224.166180029461 4370.707904237689 25 TARGET 1 50 100 1.0 0.0015 75 5795 -30 4232.885678891783 4379.132967862216 25 TARGET 1 50 100 1.0 0.0015 75 5795 -31 4222.209350174926 4379.834428267045 25 TARGET 1 50 100 1.0 0.0015 75 5795 -32 4228.626169737742 4373.188624526515 25 TARGET 1 50 100 1.0 0.0015 75 5795 -33 4219.945934770886 4418.63164358428 25 TARGET 1 50 100 1.0 0.0015 75 5795 -34 4216.403384841251 4419.607340494792 25 TARGET 1 50 100 1.0 0.0015 75 5795 -35 4217.511689979219 4350.001028349905 25 TARGET 1 50 100 1.0 0.0015 75 5795 -36 4211.181387853141 4363.890129320549 25 TARGET 1 50 100 1.0 0.0015 75 5795 -37 4207.922152843539 4378.296024206913 25 TARGET 1 50 100 1.0 0.0015 75 5795 -38 4200.863357698075 4350.640477035985 25 TARGET 1 50 100 1.0 0.0015 75 5795 -39 4204.702570956965 4359.591071851326 25 TARGET 1 50 100 1.0 0.0015 75 5795 -40 4205.68947819668 4379.179480350379 25 TARGET 1 50 100 1.0 0.0015 75 5795 -41 4203.34089511653 4351.942700935133 25 TARGET 1 50 100 1.0 0.0015 75 5795 -42 4199.640257556029 4344.031486742424 25 TARGET 1 50 100 1.0 0.0015 75 5795 -43 4195.591108020307 4340.407803622159 25 TARGET 1 50 100 1.0 0.0015 75 5795 -44 4200.5587306167145 4341.145404237689 25 TARGET 1 50 100 1.0 0.0015 75 5795 -45 4187.637183603614 4351.774421460701 25 TARGET 1 50 100 1.0 0.0015 75 5795 -46 4197.230463817866 4344.938372987689 25 TARGET 1 50 100 1.0 0.0015 75 5795 -47 4191.2798628373575 4351.173317649148 25 TARGET 1 50 100 1.0 0.0015 75 5795 -48 4199.487572255761 4350.547548236269 25 TARGET 1 50 100 1.0 0.0015 75 5795 -49 4188.853214353825 4336.057698567708 25 TARGET 1 50 100 1.0 0.0015 75 5795 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_50bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_50bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index 6942a0bce..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_50bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5273.750077270097 19656.696910511364 50 TARGET 1 100 100 0.5 0.0015 75 535 -1 4774.399384469697 17781.354462594696 50 TARGET 1 100 100 0.5 0.0015 75 535 -2 4608.282898976747 11268.45741595644 50 TARGET 1 100 100 0.5 0.0015 75 535 -3 4513.287035392992 8613.239376183712 50 TARGET 1 100 100 0.5 0.0015 75 535 -4 4479.089161471486 6091.556477864583 50 TARGET 1 100 100 0.5 0.0015 75 535 -5 4448.888255931713 5817.829338304924 50 TARGET 1 100 100 0.5 0.0015 75 535 -6 4415.969540785459 5268.992557410038 50 TARGET 1 100 100 0.5 0.0015 75 535 -7 4394.58460089173 5039.170632102273 50 TARGET 1 100 100 0.5 0.0015 75 535 -8 4401.501505944865 4819.50732421875 50 TARGET 1 100 100 0.5 0.0015 75 535 -9 4383.363925715488 4848.321688565341 50 TARGET 1 100 100 0.5 0.0015 75 535 -10 4379.319649950021 4771.593587239583 50 TARGET 1 100 100 0.5 0.0015 75 535 -11 4364.908060093118 4613.014278527462 50 TARGET 1 100 100 0.5 0.0015 75 535 -12 4349.781702112268 4596.173916903409 50 TARGET 1 100 100 0.5 0.0015 75 535 -13 4356.157931857639 4513.61982125947 50 TARGET 1 100 100 0.5 0.0015 75 535 -14 4345.659845525568 4486.784638375947 50 TARGET 1 100 100 0.5 0.0015 75 535 -15 4328.685997343224 4423.646617542614 50 TARGET 1 100 100 0.5 0.0015 75 535 -16 4321.275872330071 4385.998875473485 50 TARGET 1 100 100 0.5 0.0015 75 535 -17 4309.896938131313 4359.250473484848 50 TARGET 1 100 100 0.5 0.0015 75 535 -18 4310.088832662563 4358.270744554924 50 TARGET 1 100 100 0.5 0.0015 75 535 -19 4314.919349747474 4425.083407315341 50 TARGET 1 100 100 0.5 0.0015 75 535 -20 4307.37361735848 4357.849609375 50 TARGET 1 100 100 0.5 0.0015 75 535 -21 4298.757611926557 4342.64501953125 50 TARGET 1 100 100 0.5 0.0015 75 535 -22 4291.5421417955595 4307.905199455492 50 TARGET 1 100 100 0.5 0.0015 75 535 -23 4285.233405013679 4318.333910392992 50 TARGET 1 100 100 0.5 0.0015 75 535 -24 4274.0164223616375 4307.718394886364 50 TARGET 1 100 100 0.5 0.0015 75 535 -25 4274.868070351957 4301.328864820076 50 TARGET 1 100 100 0.5 0.0015 75 535 -26 4271.596082899306 4297.319173177083 50 TARGET 1 100 100 0.5 0.0015 75 535 -27 4271.394373421717 4295.927882339015 50 TARGET 1 100 100 0.5 0.0015 75 535 -28 4266.612804477062 4294.189630681818 50 TARGET 1 100 100 0.5 0.0015 75 535 -29 4260.946645820181 4283.984197443182 50 TARGET 1 100 100 0.5 0.0015 75 535 -30 4259.913263494318 4277.813446969697 50 TARGET 1 100 100 0.5 0.0015 75 535 -31 4251.955531881313 4300.695490056818 50 TARGET 1 100 100 0.5 0.0015 75 535 -32 4245.033069957386 4294.876938328598 50 TARGET 1 100 100 0.5 0.0015 75 535 -33 4250.001348116582 4283.167436079545 50 TARGET 1 100 100 0.5 0.0015 75 535 -34 4240.947635535038 4283.021218039773 50 TARGET 1 100 100 0.5 0.0015 75 535 -35 4252.078716856061 4316.23076467803 50 TARGET 1 100 100 0.5 0.0015 75 535 -36 4240.263206610374 4267.675233783144 50 TARGET 1 100 100 0.5 0.0015 75 535 -37 4240.1857671769785 4273.082075639205 50 TARGET 1 100 100 0.5 0.0015 75 535 -38 4235.608580926452 4279.842669862689 50 TARGET 1 100 100 0.5 0.0015 75 535 -39 4228.863672532618 4267.005504261364 50 TARGET 1 100 100 0.5 0.0015 75 535 -40 4229.149271030618 4257.176343513258 50 TARGET 1 100 100 0.5 0.0015 75 535 -41 4226.006727430556 4306.066554214015 50 TARGET 1 100 100 0.5 0.0015 75 535 -42 4230.344065656565 4299.148496685606 50 TARGET 1 100 100 0.5 0.0015 75 535 -43 4224.137210319339 4263.74951171875 50 TARGET 1 100 100 0.5 0.0015 75 535 -44 4220.098899147727 4243.263805042614 50 TARGET 1 100 100 0.5 0.0015 75 535 -45 4224.32239386048 4273.196215080492 50 TARGET 1 100 100 0.5 0.0015 75 535 -46 4225.978393965699 4243.314541903409 50 TARGET 1 100 100 0.5 0.0015 75 535 -47 4216.5655497027565 4236.736949573864 50 TARGET 1 100 100 0.5 0.0015 75 535 -48 4213.630862663089 4241.205773555871 50 TARGET 1 100 100 0.5 0.0015 75 535 -49 4208.996869739057 4243.288174715909 50 TARGET 1 100 100 0.5 0.0015 75 535 -50 4204.616955689709 4236.89873342803 50 TARGET 1 100 100 0.5 0.0015 75 535 -51 4206.883045132313 4234.005800189394 50 TARGET 1 100 100 0.5 0.0015 75 535 -52 4201.9378205887 4275.52812795928 50 TARGET 1 100 100 0.5 0.0015 75 535 -53 4207.306553490635 4243.558993252841 50 TARGET 1 100 100 0.5 0.0015 75 535 -54 4204.926262955071 4297.292302911932 50 TARGET 1 100 100 0.5 0.0015 75 535 -55 4204.692213475905 4287.04717092803 50 TARGET 1 100 100 0.5 0.0015 75 535 -56 4202.890340580282 4251.543664180871 50 TARGET 1 100 100 0.5 0.0015 75 535 -57 4199.5358574350275 4243.291533499053 50 TARGET 1 100 100 0.5 0.0015 75 535 -58 4199.766787339541 4221.402210582386 50 TARGET 1 100 100 0.5 0.0015 75 535 -59 4195.934455229377 4228.873091264205 50 TARGET 1 100 100 0.5 0.0015 75 535 -60 4196.178446246317 4250.850467566288 50 TARGET 1 100 100 0.5 0.0015 75 535 -61 4195.039771905251 4244.26904296875 50 TARGET 1 100 100 0.5 0.0015 75 535 -62 4192.894597011785 4230.481963186553 50 TARGET 1 100 100 0.5 0.0015 75 535 -63 4189.482328164457 4243.075905539773 50 TARGET 1 100 100 0.5 0.0015 75 535 -64 4188.135124848748 4225.584561434659 50 TARGET 1 100 100 0.5 0.0015 75 535 -65 4188.712219854798 4248.280229048295 50 TARGET 1 100 100 0.5 0.0015 75 535 -66 4184.809700192024 4228.379779237689 50 TARGET 1 100 100 0.5 0.0015 75 535 -67 4183.395142834596 4234.269930752841 50 TARGET 1 100 100 0.5 0.0015 75 535 -68 4186.776954111427 4240.367217092803 50 TARGET 1 100 100 0.5 0.0015 75 535 -69 4184.1858814380785 4223.205344460227 50 TARGET 1 100 100 0.5 0.0015 75 535 -70 4181.061906499895 4221.991935961174 50 TARGET 1 100 100 0.5 0.0015 75 535 -71 4190.42539983165 4213.459502249053 50 TARGET 1 100 100 0.5 0.0015 75 535 -72 4179.0836637863 4247.213423295455 50 TARGET 1 100 100 0.5 0.0015 75 535 -73 4175.656767874053 4239.817249644886 50 TARGET 1 100 100 0.5 0.0015 75 535 -74 4179.761267459754 4228.171667850379 50 TARGET 1 100 100 0.5 0.0015 75 535 -75 4176.9092997027565 4223.928829308712 50 TARGET 1 100 100 0.5 0.0015 75 535 -76 4172.046916101115 4224.257738517992 50 TARGET 1 100 100 0.5 0.0015 75 535 -77 4173.527555831755 4237.888938210227 50 TARGET 1 100 100 0.5 0.0015 75 535 -78 4179.368744410248 4221.318699692235 50 TARGET 1 100 100 0.5 0.0015 75 535 -79 4176.382924295033 4223.912079782197 50 TARGET 1 100 100 0.5 0.0015 75 535 -80 4169.0452424637 4219.189497514205 50 TARGET 1 100 100 0.5 0.0015 75 535 -81 4170.5779112742 4233.642015861742 50 TARGET 1 100 100 0.5 0.0015 75 535 -82 4170.565018676347 4225.836337002841 50 TARGET 1 100 100 0.5 0.0015 75 535 -83 4168.96477223406 4233.893968986742 50 TARGET 1 100 100 0.5 0.0015 75 535 -84 4167.945841882365 4212.037923177083 50 TARGET 1 100 100 0.5 0.0015 75 535 -85 4166.375078914141 4213.187618371212 50 TARGET 1 100 100 0.5 0.0015 75 535 -86 4167.824137369792 4226.771573153409 50 TARGET 1 100 100 0.5 0.0015 75 535 -87 4163.942240602641 4229.486831202652 50 TARGET 1 100 100 0.5 0.0015 75 535 -88 4167.402946292351 4218.659283262311 50 TARGET 1 100 100 0.5 0.0015 75 535 -89 4165.238254945286 4213.895034327652 50 TARGET 1 100 100 0.5 0.0015 75 535 -90 4162.589245317761 4209.673443418561 50 TARGET 1 100 100 0.5 0.0015 75 535 -91 4161.492776067971 4227.821333451705 50 TARGET 1 100 100 0.5 0.0015 75 535 -92 4159.072905980377 4212.264278527462 50 TARGET 1 100 100 0.5 0.0015 75 535 -93 4159.019831288142 4207.510120738636 50 TARGET 1 100 100 0.5 0.0015 75 535 -94 4154.275524614636 4221.309215198864 50 TARGET 1 100 100 0.5 0.0015 75 535 -95 4157.629761975221 4205.829234730114 50 TARGET 1 100 100 0.5 0.0015 75 535 -96 4155.786219124842 4199.203746448864 50 TARGET 1 100 100 0.5 0.0015 75 535 -97 4154.447302616004 4204.262798887311 50 TARGET 1 100 100 0.5 0.0015 75 535 -98 4148.821058074232 4212.222286339962 50 TARGET 1 100 100 0.5 0.0015 75 535 -99 4150.982749861901 4203.216397372159 50 TARGET 1 100 100 0.5 0.0015 75 535 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_50bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_50bs_100e_0k_TARGET.tsv deleted file mode 100644 index b67aa65b7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_50bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5289.915843000315 20898.514678030304 50 TARGET 1 100 100 0.0 0.0015 75 2432 -1 4817.628639914773 12652.443921638258 50 TARGET 1 100 100 0.0 0.0015 75 2432 -2 4644.457383075547 16155.549301609848 50 TARGET 1 100 100 0.0 0.0015 75 2432 -3 4546.6655289877945 8281.092640269886 50 TARGET 1 100 100 0.0 0.0015 75 2432 -4 4487.139830926452 6787.192220052083 50 TARGET 1 100 100 0.0 0.0015 75 2432 -5 4450.0548371080595 8552.082504734848 50 TARGET 1 100 100 0.0 0.0015 75 2432 -6 4438.968671085859 5779.513242779356 50 TARGET 1 100 100 0.0 0.0015 75 2432 -7 4423.005134351326 5113.669759114583 50 TARGET 1 100 100 0.0 0.0015 75 2432 -8 4409.307862150147 5200.43877249053 50 TARGET 1 100 100 0.0 0.0015 75 2432 -9 4384.6367466987585 4906.057735558712 50 TARGET 1 100 100 0.0 0.0015 75 2432 -10 4384.212032433712 4733.806107954545 50 TARGET 1 100 100 0.0 0.0015 75 2432 -11 4368.204663825758 4810.090598366477 50 TARGET 1 100 100 0.0 0.0015 75 2432 -12 4364.394807449495 4642.238932291667 50 TARGET 1 100 100 0.0 0.0015 75 2432 -13 4348.575206820812 4623.042554450758 50 TARGET 1 100 100 0.0 0.0015 75 2432 -14 4350.082680647622 4557.358546401515 50 TARGET 1 100 100 0.0 0.0015 75 2432 -15 4336.231923729482 4419.742927320076 50 TARGET 1 100 100 0.0 0.0015 75 2432 -16 4334.817488031355 4443.600955847538 50 TARGET 1 100 100 0.0 0.0015 75 2432 -17 4325.904755563447 4464.190977154356 50 TARGET 1 100 100 0.0 0.0015 75 2432 -18 4318.894920888573 4433.637754498106 50 TARGET 1 100 100 0.0 0.0015 75 2432 -19 4306.779799952652 4355.066968513258 50 TARGET 1 100 100 0.0 0.0015 75 2432 -20 4305.666822850905 4347.340465198864 50 TARGET 1 100 100 0.0 0.0015 75 2432 -21 4304.678715869634 4373.362526633523 50 TARGET 1 100 100 0.0 0.0015 75 2432 -22 4298.924276949179 4329.797895951705 50 TARGET 1 100 100 0.0 0.0015 75 2432 -23 4291.1254570444025 4333.982288707386 50 TARGET 1 100 100 0.0 0.0015 75 2432 -24 4286.132745094171 4315.125177556818 50 TARGET 1 100 100 0.0 0.0015 75 2432 -25 4278.875221946023 4303.900508996212 50 TARGET 1 100 100 0.0 0.0015 75 2432 -26 4271.943017413721 4294.101148200758 50 TARGET 1 100 100 0.0 0.0015 75 2432 -27 4262.69070424295 4300.965494791667 50 TARGET 1 100 100 0.0 0.0015 75 2432 -28 4269.225549768518 4296.802497632576 50 TARGET 1 100 100 0.0 0.0015 75 2432 -29 4260.018842395307 4313.862393465909 50 TARGET 1 100 100 0.0 0.0015 75 2432 -30 4258.785185842803 4298.640373461174 50 TARGET 1 100 100 0.0 0.0015 75 2432 -31 4258.074164496527 4283.780007102273 50 TARGET 1 100 100 0.0 0.0015 75 2432 -32 4254.543409353956 4273.127574573864 50 TARGET 1 100 100 0.0 0.0015 75 2432 -33 4252.173643992003 4258.260830965909 50 TARGET 1 100 100 0.0 0.0015 75 2432 -34 4239.995381878683 4262.937455610795 50 TARGET 1 100 100 0.0 0.0015 75 2432 -35 4243.966525607639 4258.265166311553 50 TARGET 1 100 100 0.0 0.0015 75 2432 -36 4237.070256602483 4267.987349076705 50 TARGET 1 100 100 0.0 0.0015 75 2432 -37 4231.802228009259 4281.859656131629 50 TARGET 1 100 100 0.0 0.0015 75 2432 -38 4239.192642571549 4264.201438210227 50 TARGET 1 100 100 0.0 0.0015 75 2432 -39 4234.927814933186 4263.607140743371 50 TARGET 1 100 100 0.0 0.0015 75 2432 -40 4227.304754905829 4249.730897845644 50 TARGET 1 100 100 0.0 0.0015 75 2432 -41 4222.986500749685 4268.246685606061 50 TARGET 1 100 100 0.0 0.0015 75 2432 -42 4217.752058343855 4241.828346946023 50 TARGET 1 100 100 0.0 0.0015 75 2432 -43 4226.527118515888 4246.884780421402 50 TARGET 1 100 100 0.0 0.0015 75 2432 -44 4218.177107994003 4255.909194483902 50 TARGET 1 100 100 0.0 0.0015 75 2432 -45 4225.102288345696 4240.650775331439 50 TARGET 1 100 100 0.0 0.0015 75 2432 -46 4219.647120620265 4289.054998224432 50 TARGET 1 100 100 0.0 0.0015 75 2432 -47 4216.794551964962 4233.221635298295 50 TARGET 1 100 100 0.0 0.0015 75 2432 -48 4211.885697798295 4253.624200994318 50 TARGET 1 100 100 0.0 0.0015 75 2432 -49 4210.583545415088 4240.605631510417 50 TARGET 1 100 100 0.0 0.0015 75 2432 -50 4213.089381773464 4241.623520359848 50 TARGET 1 100 100 0.0 0.0015 75 2432 -51 4206.34606317077 4232.585286458333 50 TARGET 1 100 100 0.0 0.0015 75 2432 -52 4201.221178253893 4235.690858783144 50 TARGET 1 100 100 0.0 0.0015 75 2432 -53 4200.9840067340065 4236.746123342803 50 TARGET 1 100 100 0.0 0.0015 75 2432 -54 4199.675023345433 4236.391068892045 50 TARGET 1 100 100 0.0 0.0015 75 2432 -55 4196.687728522201 4223.959028764205 50 TARGET 1 100 100 0.0 0.0015 75 2432 -56 4196.878791166877 4233.472715435606 50 TARGET 1 100 100 0.0 0.0015 75 2432 -57 4194.166646938132 4245.479669744318 50 TARGET 1 100 100 0.0 0.0015 75 2432 -58 4202.395554667772 4231.738813920455 50 TARGET 1 100 100 0.0 0.0015 75 2432 -59 4190.10222176189 4239.64765329072 50 TARGET 1 100 100 0.0 0.0015 75 2432 -60 4188.522304753262 4219.262118252841 50 TARGET 1 100 100 0.0 0.0015 75 2432 -61 4191.465279421823 4238.017578125 50 TARGET 1 100 100 0.0 0.0015 75 2432 -62 4201.069922861427 4227.094090317235 50 TARGET 1 100 100 0.0 0.0015 75 2432 -63 4193.745453394623 4229.277698863636 50 TARGET 1 100 100 0.0 0.0015 75 2432 -64 4196.01705778488 4222.037183357008 50 TARGET 1 100 100 0.0 0.0015 75 2432 -65 4186.535582057555 4254.311079545455 50 TARGET 1 100 100 0.0 0.0015 75 2432 -66 4184.53318175242 4226.264308120265 50 TARGET 1 100 100 0.0 0.0015 75 2432 -67 4186.557579374474 4225.061286695076 50 TARGET 1 100 100 0.0 0.0015 75 2432 -68 4178.7425557659935 4219.182631983902 50 TARGET 1 100 100 0.0 0.0015 75 2432 -69 4186.431240300137 4223.567649147727 50 TARGET 1 100 100 0.0 0.0015 75 2432 -70 4184.377585260154 4238.946954900568 50 TARGET 1 100 100 0.0 0.0015 75 2432 -71 4186.494159531513 4220.765240293561 50 TARGET 1 100 100 0.0 0.0015 75 2432 -72 4181.0960237137 4219.64765329072 50 TARGET 1 100 100 0.0 0.0015 75 2432 -73 4178.597108783144 4213.821422230114 50 TARGET 1 100 100 0.0 0.0015 75 2432 -74 4176.717925511627 4212.056270714962 50 TARGET 1 100 100 0.0 0.0015 75 2432 -75 4178.765680897517 4221.075994318182 50 TARGET 1 100 100 0.0 0.0015 75 2432 -76 4175.366153395938 4209.50341796875 50 TARGET 1 100 100 0.0 0.0015 75 2432 -77 4173.248762034406 4227.571422230114 50 TARGET 1 100 100 0.0 0.0015 75 2432 -78 4181.044020938552 4257.78447561553 50 TARGET 1 100 100 0.0 0.0015 75 2432 -79 4177.103808264941 4207.168797348485 50 TARGET 1 100 100 0.0 0.0015 75 2432 -80 4173.566934810343 4361.433090672348 50 TARGET 1 100 100 0.0 0.0015 75 2432 -81 4172.015050406408 4223.088734019886 50 TARGET 1 100 100 0.0 0.0015 75 2432 -82 4171.6867437394785 4219.948345762311 50 TARGET 1 100 100 0.0 0.0015 75 2432 -83 4164.399705880419 4215.716234611742 50 TARGET 1 100 100 0.0 0.0015 75 2432 -84 4164.85554355403 4204.306167140152 50 TARGET 1 100 100 0.0 0.0015 75 2432 -85 4171.947464554398 4224.193300189394 50 TARGET 1 100 100 0.0 0.0015 75 2432 -86 4160.914819582545 4199.652624881629 50 TARGET 1 100 100 0.0 0.0015 75 2432 -87 4160.137960003683 4208.035126657197 50 TARGET 1 100 100 0.0 0.0015 75 2432 -88 4159.9063996080595 4219.039166074811 50 TARGET 1 100 100 0.0 0.0015 75 2432 -89 4164.102162576283 4213.290349786932 50 TARGET 1 100 100 0.0 0.0015 75 2432 -90 4159.339211614846 4202.059540719697 50 TARGET 1 100 100 0.0 0.0015 75 2432 -91 4162.89510173348 4208.224994081439 50 TARGET 1 100 100 0.0 0.0015 75 2432 -92 4155.65476049558 4241.608339251894 50 TARGET 1 100 100 0.0 0.0015 75 2432 -93 4160.136491871844 4211.034904711174 50 TARGET 1 100 100 0.0 0.0015 75 2432 -94 4154.8911782210125 4221.10419625947 50 TARGET 1 100 100 0.0 0.0015 75 2432 -95 4156.26336526068 4220.949677438447 50 TARGET 1 100 100 0.0 0.0015 75 2432 -96 4160.495698357271 4203.911073626894 50 TARGET 1 100 100 0.0 0.0015 75 2432 -97 4157.045724168771 4203.366062973485 50 TARGET 1 100 100 0.0 0.0015 75 2432 -98 4152.521643847327 4211.537242542614 50 TARGET 1 100 100 0.0 0.0015 75 2432 -99 4149.887867115162 4209.783735795455 50 TARGET 1 100 100 0.0 0.0015 75 2432 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_50bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_50bs_100e_1k_TARGET.tsv deleted file mode 100644 index fdd4537c4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_50bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5286.295081347327 23840.178267045456 50 TARGET 1 100 100 1.0 0.0015 75 4586 -1 4799.821274266098 18536.999644886364 50 TARGET 1 100 100 1.0 0.0015 75 4586 -2 4611.259474629103 8542.249053030304 50 TARGET 1 100 100 1.0 0.0015 75 4586 -3 4529.427019215594 6155.708880800189 50 TARGET 1 100 100 1.0 0.0015 75 4586 -4 4470.717324613321 5514.628388375947 50 TARGET 1 100 100 1.0 0.0015 75 4586 -5 4441.451217908249 5397.760564630682 50 TARGET 1 100 100 1.0 0.0015 75 4586 -6 4422.819454308712 4940.004971590909 50 TARGET 1 100 100 1.0 0.0015 75 4586 -7 4413.402054398148 4804.888287168561 50 TARGET 1 100 100 1.0 0.0015 75 4586 -8 4394.786839751683 4774.569232362689 50 TARGET 1 100 100 1.0 0.0015 75 4586 -9 4375.058223839962 4871.310206557765 50 TARGET 1 100 100 1.0 0.0015 75 4586 -10 4360.7680055765995 4667.965110085227 50 TARGET 1 100 100 1.0 0.0015 75 4586 -11 4350.525163746844 4641.533765388258 50 TARGET 1 100 100 1.0 0.0015 75 4586 -12 4346.33065189657 4566.21503610322 50 TARGET 1 100 100 1.0 0.0015 75 4586 -13 4342.235705032092 4548.193744081439 50 TARGET 1 100 100 1.0 0.0015 75 4586 -14 4331.516557173295 4510.312677556818 50 TARGET 1 100 100 1.0 0.0015 75 4586 -15 4329.874225654988 4486.312130089962 50 TARGET 1 100 100 1.0 0.0015 75 4586 -16 4322.92376400726 4491.621300899621 50 TARGET 1 100 100 1.0 0.0015 75 4586 -17 4308.727644281355 4452.37714547822 50 TARGET 1 100 100 1.0 0.0015 75 4586 -18 4306.211711845012 4452.7666015625 50 TARGET 1 100 100 1.0 0.0015 75 4586 -19 4298.768732244318 4440.501938328598 50 TARGET 1 100 100 1.0 0.0015 75 4586 -20 4300.076033775253 4432.549005681818 50 TARGET 1 100 100 1.0 0.0015 75 4586 -21 4298.047810461385 4421.904844341856 50 TARGET 1 100 100 1.0 0.0015 75 4586 -22 4283.7092227614685 4398.794404000947 50 TARGET 1 100 100 1.0 0.0015 75 4586 -23 4280.694005484533 4384.797866358902 50 TARGET 1 100 100 1.0 0.0015 75 4586 -24 4276.402993147622 4398.14667672822 50 TARGET 1 100 100 1.0 0.0015 75 4586 -25 4266.906360150989 4385.335981889205 50 TARGET 1 100 100 1.0 0.0015 75 4586 -26 4270.8816222117 4389.765610203598 50 TARGET 1 100 100 1.0 0.0015 75 4586 -27 4254.597674334491 4402.184170809659 50 TARGET 1 100 100 1.0 0.0015 75 4586 -28 4255.19450363005 4390.930560487689 50 TARGET 1 100 100 1.0 0.0015 75 4586 -29 4248.399376249474 4368.266497987689 50 TARGET 1 100 100 1.0 0.0015 75 4586 -30 4251.092184869529 4386.006525213068 50 TARGET 1 100 100 1.0 0.0015 75 4586 -31 4244.242447259049 4388.367734966856 50 TARGET 1 100 100 1.0 0.0015 75 4586 -32 4245.515312631524 4353.119865648674 50 TARGET 1 100 100 1.0 0.0015 75 4586 -33 4235.598918876262 4388.745102391098 50 TARGET 1 100 100 1.0 0.0015 75 4586 -34 4242.099821456755 4393.668471827652 50 TARGET 1 100 100 1.0 0.0015 75 4586 -35 4239.823235611321 4361.746197324811 50 TARGET 1 100 100 1.0 0.0015 75 4586 -36 4234.629521122685 4340.082874644886 50 TARGET 1 100 100 1.0 0.0015 75 4586 -37 4227.319444444444 4336.978308475379 50 TARGET 1 100 100 1.0 0.0015 75 4586 -38 4230.232334740635 4364.541592684659 50 TARGET 1 100 100 1.0 0.0015 75 4586 -39 4226.618645767571 4337.869969223485 50 TARGET 1 100 100 1.0 0.0015 75 4586 -40 4226.137770938552 4340.41826467803 50 TARGET 1 100 100 1.0 0.0015 75 4586 -41 4224.04585569234 4346.766705137311 50 TARGET 1 100 100 1.0 0.0015 75 4586 -42 4225.433250966698 4337.469312263258 50 TARGET 1 100 100 1.0 0.0015 75 4586 -43 4215.225025318287 4323.554214015152 50 TARGET 1 100 100 1.0 0.0015 75 4586 -44 4215.518972274832 4331.966057054924 50 TARGET 1 100 100 1.0 0.0015 75 4586 -45 4214.588692918771 4321.435916785038 50 TARGET 1 100 100 1.0 0.0015 75 4586 -46 4212.278969710122 4335.339222301136 50 TARGET 1 100 100 1.0 0.0015 75 4586 -47 4203.633875374842 4336.959812973485 50 TARGET 1 100 100 1.0 0.0015 75 4586 -48 4208.523763020833 4294.730794270833 50 TARGET 1 100 100 1.0 0.0015 75 4586 -49 4207.390393189709 4336.063683712121 50 TARGET 1 100 100 1.0 0.0015 75 4586 -50 4202.150458030829 4304.395744554924 50 TARGET 1 100 100 1.0 0.0015 75 4586 -51 4201.564852627841 4316.101547703598 50 TARGET 1 100 100 1.0 0.0015 75 4586 -52 4202.386680936974 4330.375029592803 50 TARGET 1 100 100 1.0 0.0015 75 4586 -53 4198.152544323443 4330.381747159091 50 TARGET 1 100 100 1.0 0.0015 75 4586 -54 4201.8293473471695 4301.637044270833 50 TARGET 1 100 100 1.0 0.0015 75 4586 -55 4191.218021688236 4314.559392755682 50 TARGET 1 100 100 1.0 0.0015 75 4586 -56 4193.19323113952 4300.410851680871 50 TARGET 1 100 100 1.0 0.0015 75 4586 -57 4188.937743318603 4314.660540956439 50 TARGET 1 100 100 1.0 0.0015 75 4586 -58 4195.551716711385 4296.947369199811 50 TARGET 1 100 100 1.0 0.0015 75 4586 -59 4182.741774844802 4293.331158262311 50 TARGET 1 100 100 1.0 0.0015 75 4586 -60 4184.316222117003 4284.66943359375 50 TARGET 1 100 100 1.0 0.0015 75 4586 -61 4184.435803345959 4307.452740293561 50 TARGET 1 100 100 1.0 0.0015 75 4586 -62 4194.045417554451 4295.994007457386 50 TARGET 1 100 100 1.0 0.0015 75 4586 -63 4184.080635456124 4304.640935724432 50 TARGET 1 100 100 1.0 0.0015 75 4586 -64 4185.441861650358 4285.786561908144 50 TARGET 1 100 100 1.0 0.0015 75 4586 -65 4178.854026922874 4286.253728693182 50 TARGET 1 100 100 1.0 0.0015 75 4586 -66 4174.700368759207 4327.093158143939 50 TARGET 1 100 100 1.0 0.0015 75 4586 -67 4179.440156776094 4306.193936434659 50 TARGET 1 100 100 1.0 0.0015 75 4586 -68 4172.173898818918 4293.708288944129 50 TARGET 1 100 100 1.0 0.0015 75 4586 -69 4179.759519018308 4318.758049242424 50 TARGET 1 100 100 1.0 0.0015 75 4586 -70 4176.219167587332 4300.6845703125 50 TARGET 1 100 100 1.0 0.0015 75 4586 -71 4176.729839902936 4312.484907670455 50 TARGET 1 100 100 1.0 0.0015 75 4586 -72 4168.859965212016 4299.237275094697 50 TARGET 1 100 100 1.0 0.0015 75 4586 -73 4175.1298219828495 4303.566243489583 50 TARGET 1 100 100 1.0 0.0015 75 4586 -74 4166.8080446390995 4284.095555160985 50 TARGET 1 100 100 1.0 0.0015 75 4586 -75 4167.536566840277 4278.820978338068 50 TARGET 1 100 100 1.0 0.0015 75 4586 -76 4167.997813420665 4310.645241477273 50 TARGET 1 100 100 1.0 0.0015 75 4586 -77 4169.090992115162 4312.186760179924 50 TARGET 1 100 100 1.0 0.0015 75 4586 -78 4166.772666443077 4307.638509114583 50 TARGET 1 100 100 1.0 0.0015 75 4586 -79 4165.993211739794 4282.50019235322 50 TARGET 1 100 100 1.0 0.0015 75 4586 -80 4173.438539036195 4291.409224076705 50 TARGET 1 100 100 1.0 0.0015 75 4586 -81 4165.375771878946 4320.962431936553 50 TARGET 1 100 100 1.0 0.0015 75 4586 -82 4159.860581728746 4294.659593986742 50 TARGET 1 100 100 1.0 0.0015 75 4586 -83 4161.3296802662035 4270.213452888258 50 TARGET 1 100 100 1.0 0.0015 75 4586 -84 4160.344077164878 4273.115855823864 50 TARGET 1 100 100 1.0 0.0015 75 4586 -85 4156.150935625789 4304.9033203125 50 TARGET 1 100 100 1.0 0.0015 75 4586 -86 4165.995028409091 4289.739849668561 50 TARGET 1 100 100 1.0 0.0015 75 4586 -87 4154.630454118003 4292.809348366477 50 TARGET 1 100 100 1.0 0.0015 75 4586 -88 4152.987171519886 4266.948035037879 50 TARGET 1 100 100 1.0 0.0015 75 4586 -89 4159.8142369331335 4279.220185250947 50 TARGET 1 100 100 1.0 0.0015 75 4586 -90 4151.318272240635 4278.465849905303 50 TARGET 1 100 100 1.0 0.0015 75 4586 -91 4152.956286497791 4277.538056344697 50 TARGET 1 100 100 1.0 0.0015 75 4586 -92 4155.632150772043 4284.950654000947 50 TARGET 1 100 100 1.0 0.0015 75 4586 -93 4155.476553457755 4284.83379202178 50 TARGET 1 100 100 1.0 0.0015 75 4586 -94 4154.579475582649 4276.39189749053 50 TARGET 1 100 100 1.0 0.0015 75 4586 -95 4149.975569497054 4303.581173058712 50 TARGET 1 100 100 1.0 0.0015 75 4586 -96 4147.678208681871 4299.991358901515 50 TARGET 1 100 100 1.0 0.0015 75 4586 -97 4155.956862735427 4306.446866122159 50 TARGET 1 100 100 1.0 0.0015 75 4586 -98 4143.303202927715 4287.799212831439 50 TARGET 1 100 100 1.0 0.0015 75 4586 -99 4143.496513803399 4284.636925899621 50 TARGET 1 100 100 1.0 0.0015 75 4586 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_50bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_50bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index 635ea1ee4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_50bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5275.45841389152 23051.851444128788 50 TARGET 1 50 100 0.5 0.0015 75 4279 -1 4798.183629918982 17295.44708806818 50 TARGET 1 50 100 0.5 0.0015 75 4279 -2 4617.392587989268 13332.371922348484 50 TARGET 1 50 100 0.5 0.0015 75 4279 -3 4530.820983270202 10387.316672585228 50 TARGET 1 50 100 0.5 0.0015 75 4279 -4 4481.424502183291 7195.509114583333 50 TARGET 1 50 100 0.5 0.0015 75 4279 -5 4451.255496041141 5529.429140033144 50 TARGET 1 50 100 0.5 0.0015 75 4279 -6 4431.980111992319 5148.061005563447 50 TARGET 1 50 100 0.5 0.0015 75 4279 -7 4422.308089028304 4797.041119199811 50 TARGET 1 50 100 0.5 0.0015 75 4279 -8 4391.265465527673 4738.746493252841 50 TARGET 1 50 100 0.5 0.0015 75 4279 -9 4392.495572587858 4783.789151278409 50 TARGET 1 50 100 0.5 0.0015 75 4279 -10 4372.939857559974 4641.330817945076 50 TARGET 1 50 100 0.5 0.0015 75 4279 -11 4366.421692511048 4560.688935250947 50 TARGET 1 50 100 0.5 0.0015 75 4279 -12 4360.6513951362585 4530.761023319129 50 TARGET 1 50 100 0.5 0.0015 75 4279 -13 4352.192537352694 4474.765846946023 50 TARGET 1 50 100 0.5 0.0015 75 4279 -14 4342.395963212858 4571.080240885417 50 TARGET 1 50 100 0.5 0.0015 75 4279 -15 4342.27556160564 4487.447517163826 50 TARGET 1 50 100 0.5 0.0015 75 4279 -16 4329.641200415615 4417.5947265625 50 TARGET 1 50 100 0.5 0.0015 75 4279 -17 4322.421533038721 4384.952784682765 50 TARGET 1 50 100 0.5 0.0015 75 4279 -18 4316.691797532618 4342.954042376894 50 TARGET 1 50 100 0.5 0.0015 75 4279 -19 4309.754111755577 4333.467196377841 50 TARGET 1 50 100 0.5 0.0015 75 4279 -20 4302.5241641677185 4331.125103574811 50 TARGET 1 50 100 0.5 0.0015 75 4279 -21 4294.831702441077 4307.418220288826 50 TARGET 1 50 100 0.5 0.0015 75 4279 -22 4304.042108914668 4320.333037405303 50 TARGET 1 50 100 0.5 0.0015 75 4279 -23 4291.301424071444 4316.518007220644 50 TARGET 1 50 100 0.5 0.0015 75 4279 -24 4288.648667666246 4307.525612571023 50 TARGET 1 50 100 0.5 0.0015 75 4279 -25 4283.457830255682 4284.768880208333 50 TARGET 1 50 100 0.5 0.0015 75 4279 -26 4273.771472866688 4260.295350970644 50 TARGET 1 50 100 0.5 0.0015 75 4279 -27 4272.2604035143095 4294.946067116477 50 TARGET 1 50 100 0.5 0.0015 75 4279 -28 4267.820478548506 4267.473677201705 50 TARGET 1 50 100 0.5 0.0015 75 4279 -29 4266.269675925926 4255.051506273674 50 TARGET 1 50 100 0.5 0.0015 75 4279 -30 4263.306099734323 4275.491432883523 50 TARGET 1 50 100 0.5 0.0015 75 4279 -31 4256.515861742424 4293.443285392992 50 TARGET 1 50 100 0.5 0.0015 75 4279 -32 4255.637940275147 4255.917006983902 50 TARGET 1 50 100 0.5 0.0015 75 4279 -33 4253.145376288931 4257.722922585227 50 TARGET 1 50 100 0.5 0.0015 75 4279 -34 4245.518944326073 4274.020108309659 50 TARGET 1 50 100 0.5 0.0015 75 4279 -35 4239.142583057134 4241.907611268939 50 TARGET 1 50 100 0.5 0.0015 75 4279 -36 4246.852126407302 4254.51581735322 50 TARGET 1 50 100 0.5 0.0015 75 4279 -37 4234.964666193182 4252.615056818182 50 TARGET 1 50 100 0.5 0.0015 75 4279 -38 4237.580089633312 4225.5927734375 50 TARGET 1 50 100 0.5 0.0015 75 4279 -39 4236.698238899411 4256.525213068182 50 TARGET 1 50 100 0.5 0.0015 75 4279 -40 4234.829356389415 4227.441051136364 50 TARGET 1 50 100 0.5 0.0015 75 4279 -41 4232.020494660143 4254.696466619318 50 TARGET 1 50 100 0.5 0.0015 75 4279 -42 4228.404451415194 4226.833407315341 50 TARGET 1 50 100 0.5 0.0015 75 4279 -43 4223.004570444024 4226.103352864583 50 TARGET 1 50 100 0.5 0.0015 75 4279 -44 4222.337053806292 4240.97412109375 50 TARGET 1 50 100 0.5 0.0015 75 4279 -45 4223.0940294875845 4253.434659090909 50 TARGET 1 50 100 0.5 0.0015 75 4279 -46 4219.340348471696 4217.852598248106 50 TARGET 1 50 100 0.5 0.0015 75 4279 -47 4221.34264520202 4238.618341619318 50 TARGET 1 50 100 0.5 0.0015 75 4279 -48 4218.191455571338 4231.412331321023 50 TARGET 1 50 100 0.5 0.0015 75 4279 -49 4213.461460306187 4234.937278053977 50 TARGET 1 50 100 0.5 0.0015 75 4279 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_50bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_50bs_50e_0k_TARGET.tsv deleted file mode 100644 index ad09e2209..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_50bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5266.8255043928875 23442.323390151516 50 TARGET 1 50 100 0.0 0.0015 75 9290 -1 4768.922057488952 15513.293886126894 50 TARGET 1 50 100 0.0 0.0015 75 9290 -2 4593.35943911774 9302.464725378788 50 TARGET 1 50 100 0.0 0.0015 75 9290 -3 4526.026054819024 6922.564763849432 50 TARGET 1 50 100 0.0 0.0015 75 9290 -4 4469.984950415615 6184.505829782197 50 TARGET 1 50 100 0.0 0.0015 75 9290 -5 4462.172539194024 5212.530613754735 50 TARGET 1 50 100 0.0 0.0015 75 9290 -6 4422.506064880577 4964.236017400568 50 TARGET 1 50 100 0.0 0.0015 75 9290 -7 4404.087908709491 4799.036591500947 50 TARGET 1 50 100 0.0 0.0015 75 9290 -8 4394.619037050189 4822.620072798295 50 TARGET 1 50 100 0.0 0.0015 75 9290 -9 4389.557207820391 4699.871152935606 50 TARGET 1 50 100 0.0 0.0015 75 9290 -10 4383.506722498421 4741.356800426136 50 TARGET 1 50 100 0.0 0.0015 75 9290 -11 4367.304258404356 4703.303207859848 50 TARGET 1 50 100 0.0 0.0015 75 9290 -12 4354.352004748001 4666.610129616477 50 TARGET 1 50 100 0.0 0.0015 75 9290 -13 4359.5267650462965 4531.55341500947 50 TARGET 1 50 100 0.0 0.0015 75 9290 -14 4353.4200287379 4446.745783025568 50 TARGET 1 50 100 0.0 0.0015 75 9290 -15 4336.233626959701 4518.263908617424 50 TARGET 1 50 100 0.0 0.0015 75 9290 -16 4335.4284018571125 4370.934807054924 50 TARGET 1 50 100 0.0 0.0015 75 9290 -17 4322.606197061764 4362.812278053977 50 TARGET 1 50 100 0.0 0.0015 75 9290 -18 4322.079831518308 4400.052260890152 50 TARGET 1 50 100 0.0 0.0015 75 9290 -19 4306.989139441288 4323.625059185606 50 TARGET 1 50 100 0.0 0.0015 75 9290 -20 4307.830094565446 4377.902166193182 50 TARGET 1 50 100 0.0 0.0015 75 9290 -21 4304.458265927504 4303.628196022727 50 TARGET 1 50 100 0.0 0.0015 75 9290 -22 4296.757993344908 4403.544773910985 50 TARGET 1 50 100 0.0 0.0015 75 9290 -23 4285.743239688552 4266.272416548295 50 TARGET 1 50 100 0.0 0.0015 75 9290 -24 4286.125973274411 4276.09198922822 50 TARGET 1 50 100 0.0 0.0015 75 9290 -25 4281.847342237479 4304.220170454545 50 TARGET 1 50 100 0.0 0.0015 75 9290 -26 4284.543938736321 4317.40986032197 50 TARGET 1 50 100 0.0 0.0015 75 9290 -27 4270.450506036932 4270.298872514205 50 TARGET 1 50 100 0.0 0.0015 75 9290 -28 4268.305762705177 4301.850955847538 50 TARGET 1 50 100 0.0 0.0015 75 9290 -29 4265.098989570181 4311.976133404356 50 TARGET 1 50 100 0.0 0.0015 75 9290 -30 4264.154033827862 4255.92646188447 50 TARGET 1 50 100 0.0 0.0015 75 9290 -31 4254.942433777883 4257.686848958333 50 TARGET 1 50 100 0.0 0.0015 75 9290 -32 4254.4684294113 4243.364731297348 50 TARGET 1 50 100 0.0 0.0015 75 9290 -33 4250.331462410564 4256.703021425189 50 TARGET 1 50 100 0.0 0.0015 75 9290 -34 4252.302377617319 4248.737156723485 50 TARGET 1 50 100 0.0 0.0015 75 9290 -35 4250.09706110585 4238.502589370265 50 TARGET 1 50 100 0.0 0.0015 75 9290 -36 4241.896518899937 4304.681122750947 50 TARGET 1 50 100 0.0 0.0015 75 9290 -37 4238.015629932134 4237.309141216856 50 TARGET 1 50 100 0.0 0.0015 75 9290 -38 4240.787495725484 4230.976355350379 50 TARGET 1 50 100 0.0 0.0015 75 9290 -39 4235.790571732955 4248.367690577652 50 TARGET 1 50 100 0.0 0.0015 75 9290 -40 4234.078559027777 4235.412775213068 50 TARGET 1 50 100 0.0 0.0015 75 9290 -41 4235.020234901094 4229.376494436553 50 TARGET 1 50 100 0.0 0.0015 75 9290 -42 4241.443820529514 4230.558046283144 50 TARGET 1 50 100 0.0 0.0015 75 9290 -43 4228.639835858586 4223.404548413826 50 TARGET 1 50 100 0.0 0.0015 75 9290 -44 4234.662114307134 4222.046638257576 50 TARGET 1 50 100 0.0 0.0015 75 9290 -45 4224.087357954545 4219.825180516098 50 TARGET 1 50 100 0.0 0.0015 75 9290 -46 4221.770182291667 4233.238118489583 50 TARGET 1 50 100 0.0 0.0015 75 9290 -47 4218.250447180135 4217.622351444129 50 TARGET 1 50 100 0.0 0.0015 75 9290 -48 4221.071833241267 4229.923650568182 50 TARGET 1 50 100 0.0 0.0015 75 9290 -49 4211.186508641098 4213.194291548295 50 TARGET 1 50 100 0.0 0.0015 75 9290 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_50bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_50bs_50e_1k_TARGET.tsv deleted file mode 100644 index c8abb421d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.0015lr_50bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5269.569714067761 23777.248342803032 50 TARGET 1 50 100 1.0 0.0015 75 7850 -1 4778.138163865215 14677.586470170454 50 TARGET 1 50 100 1.0 0.0015 75 7850 -2 4607.315003879945 16621.012073863636 50 TARGET 1 50 100 1.0 0.0015 75 7850 -3 4512.699485085227 20607.914180871212 50 TARGET 1 50 100 1.0 0.0015 75 7850 -4 4477.589411366267 10806.866240530304 50 TARGET 1 50 100 1.0 0.0015 75 7850 -5 4456.112978745791 5657.235455137311 50 TARGET 1 50 100 1.0 0.0015 75 7850 -6 4410.7340544113 5434.887961647727 50 TARGET 1 50 100 1.0 0.0015 75 7850 -7 4408.912326388889 4993.431063565341 50 TARGET 1 50 100 1.0 0.0015 75 7850 -8 4397.833042337437 5005.314231178977 50 TARGET 1 50 100 1.0 0.0015 75 7850 -9 4388.273095538721 4683.388420336174 50 TARGET 1 50 100 1.0 0.0015 75 7850 -10 4374.003131904988 4682.074470288826 50 TARGET 1 50 100 1.0 0.0015 75 7850 -11 4370.821963120791 4711.234448982008 50 TARGET 1 50 100 1.0 0.0015 75 7850 -12 4366.934881036932 4508.578036221591 50 TARGET 1 50 100 1.0 0.0015 75 7850 -13 4359.772730560817 4453.590213660038 50 TARGET 1 50 100 1.0 0.0015 75 7850 -14 4342.848466763994 4401.623875473485 50 TARGET 1 50 100 1.0 0.0015 75 7850 -15 4350.282239714857 4426.519841974432 50 TARGET 1 50 100 1.0 0.0015 75 7850 -16 4338.4191656144785 4359.380755800189 50 TARGET 1 50 100 1.0 0.0015 75 7850 -17 4322.61270747843 4359.991314512311 50 TARGET 1 50 100 1.0 0.0015 75 7850 -18 4314.417662957702 4373.432942708333 50 TARGET 1 50 100 1.0 0.0015 75 7850 -19 4309.066245133628 4312.862837357955 50 TARGET 1 50 100 1.0 0.0015 75 7850 -20 4302.798224760627 4299.650479403409 50 TARGET 1 50 100 1.0 0.0015 75 7850 -21 4304.589373553241 4339.514559659091 50 TARGET 1 50 100 1.0 0.0015 75 7850 -22 4295.144166272096 4297.021499171402 50 TARGET 1 50 100 1.0 0.0015 75 7850 -23 4288.018608940973 4276.697857481061 50 TARGET 1 50 100 1.0 0.0015 75 7850 -24 4295.152739964752 4269.507797703598 50 TARGET 1 50 100 1.0 0.0015 75 7850 -25 4284.766256313132 4267.968468868371 50 TARGET 1 50 100 1.0 0.0015 75 7850 -26 4272.835255221486 4269.317471590909 50 TARGET 1 50 100 1.0 0.0015 75 7850 -27 4272.621075665509 4348.351976799242 50 TARGET 1 50 100 1.0 0.0015 75 7850 -28 4266.238993121317 4250.371937144886 50 TARGET 1 50 100 1.0 0.0015 75 7850 -29 4266.425733572706 4254.352479876894 50 TARGET 1 50 100 1.0 0.0015 75 7850 -30 4258.730710424558 4259.138006036932 50 TARGET 1 50 100 1.0 0.0015 75 7850 -31 4267.644564130892 4289.749378551136 50 TARGET 1 50 100 1.0 0.0015 75 7850 -32 4256.48581847117 4260.609730113636 50 TARGET 1 50 100 1.0 0.0015 75 7850 -33 4254.97403889152 4253.634306936553 50 TARGET 1 50 100 1.0 0.0015 75 7850 -34 4249.584329624368 4298.232347892992 50 TARGET 1 50 100 1.0 0.0015 75 7850 -35 4251.379022977168 4214.388790246212 50 TARGET 1 50 100 1.0 0.0015 75 7850 -36 4241.614723077126 4233.031812263258 50 TARGET 1 50 100 1.0 0.0015 75 7850 -37 4241.3215981428875 4223.096812855114 50 TARGET 1 50 100 1.0 0.0015 75 7850 -38 4237.921225602378 4265.800011837121 50 TARGET 1 50 100 1.0 0.0015 75 7850 -39 4239.825514257155 4255.923783735795 50 TARGET 1 50 100 1.0 0.0015 75 7850 -40 4232.7480452309555 4230.373668323864 50 TARGET 1 50 100 1.0 0.0015 75 7850 -41 4227.1251496080595 4215.576615767045 50 TARGET 1 50 100 1.0 0.0015 75 7850 -42 4232.679033170244 4224.675278172348 50 TARGET 1 50 100 1.0 0.0015 75 7850 -43 4231.841977719908 4245.246907552083 50 TARGET 1 50 100 1.0 0.0015 75 7850 -44 4225.081722991635 4229.513168797348 50 TARGET 1 50 100 1.0 0.0015 75 7850 -45 4223.105322430029 4248.082060842803 50 TARGET 1 50 100 1.0 0.0015 75 7850 -46 4224.798181193445 4225.25048828125 50 TARGET 1 50 100 1.0 0.0015 75 7850 -47 4219.475604021991 4194.354314630682 50 TARGET 1 50 100 1.0 0.0015 75 7850 -48 4216.031319049874 4204.719519412879 50 TARGET 1 50 100 1.0 0.0015 75 7850 -49 4213.211609914247 4208.90253610322 50 TARGET 1 50 100 1.0 0.0015 75 7850 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_25bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_25bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index 6c790130f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_25bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5175.961031210543 10516.086440577652 25 TARGET 1 100 100 0.5 0.001 75 4288 -1 4705.104834970802 6133.499770655777 25 TARGET 1 100 100 0.5 0.001 75 4288 -2 4570.256345190183 7145.884011008523 25 TARGET 1 100 100 0.5 0.001 75 4288 -3 4492.857659439446 6847.158950343277 25 TARGET 1 100 100 0.5 0.001 75 4288 -4 4455.386318425137 4872.140595407197 25 TARGET 1 100 100 0.5 0.001 75 4288 -5 4439.390067668876 4858.06474905303 25 TARGET 1 100 100 0.5 0.001 75 4288 -6 4424.42852927057 4777.09745649858 25 TARGET 1 100 100 0.5 0.001 75 4288 -7 4406.957041114268 4571.972811612216 25 TARGET 1 100 100 0.5 0.001 75 4288 -8 4385.213344381313 4506.608465021307 25 TARGET 1 100 100 0.5 0.001 75 4288 -9 4389.311810323285 4480.020811138731 25 TARGET 1 100 100 0.5 0.001 75 4288 -10 4369.337604561238 4427.696525804924 25 TARGET 1 100 100 0.5 0.001 75 4288 -11 4355.065628616898 4418.342995383523 25 TARGET 1 100 100 0.5 0.001 75 4288 -12 4361.338133943603 4379.471309777462 25 TARGET 1 100 100 0.5 0.001 75 4288 -13 4345.376861880524 4386.642171223958 25 TARGET 1 100 100 0.5 0.001 75 4288 -14 4330.879553181555 4344.386163884943 25 TARGET 1 100 100 0.5 0.001 75 4288 -15 4334.305217704387 4350.598839962121 25 TARGET 1 100 100 0.5 0.001 75 4288 -16 4323.832859026463 4338.179561730587 25 TARGET 1 100 100 0.5 0.001 75 4288 -17 4320.054670237531 4349.562448212595 25 TARGET 1 100 100 0.5 0.001 75 4288 -18 4306.034288194444 4326.734619140625 25 TARGET 1 100 100 0.5 0.001 75 4288 -19 4315.778304694076 4353.467936197917 25 TARGET 1 100 100 0.5 0.001 75 4288 -20 4313.717397773306 4339.92861476089 25 TARGET 1 100 100 0.5 0.001 75 4288 -21 4299.065607244318 4298.438506155303 25 TARGET 1 100 100 0.5 0.001 75 4288 -22 4295.854225030251 4341.283232717803 25 TARGET 1 100 100 0.5 0.001 75 4288 -23 4294.474445792561 4315.795654296875 25 TARGET 1 100 100 0.5 0.001 75 4288 -24 4282.843246100326 4391.099853515625 25 TARGET 1 100 100 0.5 0.001 75 4288 -25 4277.361434165878 4320.369273792614 25 TARGET 1 100 100 0.5 0.001 75 4288 -26 4273.060593730272 4333.981571081913 25 TARGET 1 100 100 0.5 0.001 75 4288 -27 4286.62236624053 4310.470429391572 25 TARGET 1 100 100 0.5 0.001 75 4288 -28 4261.966831399937 4290.046201763731 25 TARGET 1 100 100 0.5 0.001 75 4288 -29 4262.423301208702 4294.902839429451 25 TARGET 1 100 100 0.5 0.001 75 4288 -30 4267.238079854535 4312.542125355114 25 TARGET 1 100 100 0.5 0.001 75 4288 -31 4264.227752377288 4282.342899206913 25 TARGET 1 100 100 0.5 0.001 75 4288 -32 4259.150900689841 4303.888146602746 25 TARGET 1 100 100 0.5 0.001 75 4288 -33 4256.014736393887 4276.635853160511 25 TARGET 1 100 100 0.5 0.001 75 4288 -34 4250.371771918402 4287.345932469223 25 TARGET 1 100 100 0.5 0.001 75 4288 -35 4246.129889388679 4287.94140625 25 TARGET 1 100 100 0.5 0.001 75 4288 -36 4240.927738896123 4269.622536399148 25 TARGET 1 100 100 0.5 0.001 75 4288 -37 4237.217304473774 4275.468343098958 25 TARGET 1 100 100 0.5 0.001 75 4288 -38 4248.167810510706 4257.432979699337 25 TARGET 1 100 100 0.5 0.001 75 4288 -39 4240.733055654198 4294.004749644886 25 TARGET 1 100 100 0.5 0.001 75 4288 -40 4234.323476463857 4272.770500414299 25 TARGET 1 100 100 0.5 0.001 75 4288 -41 4244.006678520228 4264.175522312973 25 TARGET 1 100 100 0.5 0.001 75 4288 -42 4236.042470604482 4277.631628787879 25 TARGET 1 100 100 0.5 0.001 75 4288 -43 4230.948849661984 4279.077518347538 25 TARGET 1 100 100 0.5 0.001 75 4288 -44 4228.675078420928 4248.945268110795 25 TARGET 1 100 100 0.5 0.001 75 4288 -45 4227.742535215436 4269.003210819129 25 TARGET 1 100 100 0.5 0.001 75 4288 -46 4223.656672930477 4236.154533617424 25 TARGET 1 100 100 0.5 0.001 75 4288 -47 4222.513660366688 4248.064882220644 25 TARGET 1 100 100 0.5 0.001 75 4288 -48 4220.934879803898 4248.883256392045 25 TARGET 1 100 100 0.5 0.001 75 4288 -49 4215.086585253577 4261.698064630682 25 TARGET 1 100 100 0.5 0.001 75 4288 -50 4214.428866299716 4281.048665364583 25 TARGET 1 100 100 0.5 0.001 75 4288 -51 4222.137932876946 4266.173517400568 25 TARGET 1 100 100 0.5 0.001 75 4288 -52 4214.98332733257 4263.657648259943 25 TARGET 1 100 100 0.5 0.001 75 4288 -53 4227.07525573114 4244.691961115057 25 TARGET 1 100 100 0.5 0.001 75 4288 -54 4211.34024982902 4271.566058534564 25 TARGET 1 100 100 0.5 0.001 75 4288 -55 4214.178218546139 4262.965568773674 25 TARGET 1 100 100 0.5 0.001 75 4288 -56 4202.809555105087 4291.860906427557 25 TARGET 1 100 100 0.5 0.001 75 4288 -57 4209.799919770623 4259.990441524621 25 TARGET 1 100 100 0.5 0.001 75 4288 -58 4208.112904763783 4241.39237837358 25 TARGET 1 100 100 0.5 0.001 75 4288 -59 4202.824649078678 4238.573671283144 25 TARGET 1 100 100 0.5 0.001 75 4288 -60 4207.576231471618 4270.631199692235 25 TARGET 1 100 100 0.5 0.001 75 4288 -61 4197.797343552715 4249.05497602983 25 TARGET 1 100 100 0.5 0.001 75 4288 -62 4199.156695125079 4248.511149088542 25 TARGET 1 100 100 0.5 0.001 75 4288 -63 4201.418051363242 4246.905229048295 25 TARGET 1 100 100 0.5 0.001 75 4288 -64 4198.685769232034 4233.056943951231 25 TARGET 1 100 100 0.5 0.001 75 4288 -65 4200.701791679819 4257.777462121212 25 TARGET 1 100 100 0.5 0.001 75 4288 -66 4190.95715249829 4245.549619732481 25 TARGET 1 100 100 0.5 0.001 75 4288 -67 4189.896428477483 4240.58466500947 25 TARGET 1 100 100 0.5 0.001 75 4288 -68 4188.235344164299 4281.957704486269 25 TARGET 1 100 100 0.5 0.001 75 4288 -69 4194.042343191025 4257.828161991004 25 TARGET 1 100 100 0.5 0.001 75 4288 -70 4199.4087542909565 4246.815681226326 25 TARGET 1 100 100 0.5 0.001 75 4288 -71 4193.587894735111 4248.72812352036 25 TARGET 1 100 100 0.5 0.001 75 4288 -72 4186.102358217592 4235.396980054451 25 TARGET 1 100 100 0.5 0.001 75 4288 -73 4189.372351444129 4229.855675899621 25 TARGET 1 100 100 0.5 0.001 75 4288 -74 4183.037494081439 4244.051609848485 25 TARGET 1 100 100 0.5 0.001 75 4288 -75 4183.1571932705965 4238.660311612216 25 TARGET 1 100 100 0.5 0.001 75 4288 -76 4185.341484917535 4231.656116832386 25 TARGET 1 100 100 0.5 0.001 75 4288 -77 4183.2361468690815 4233.176476680871 25 TARGET 1 100 100 0.5 0.001 75 4288 -78 4182.312467530119 4243.052305279356 25 TARGET 1 100 100 0.5 0.001 75 4288 -79 4190.273994420113 4247.418641986269 25 TARGET 1 100 100 0.5 0.001 75 4288 -80 4178.800248990557 4230.746707800663 25 TARGET 1 100 100 0.5 0.001 75 4288 -81 4177.965335319339 4234.330307469223 25 TARGET 1 100 100 0.5 0.001 75 4288 -82 4179.341261738478 4244.945134943182 25 TARGET 1 100 100 0.5 0.001 75 4288 -83 4176.5047755385895 4232.183490175189 25 TARGET 1 100 100 0.5 0.001 75 4288 -84 4189.272305164273 4213.28290719697 25 TARGET 1 100 100 0.5 0.001 75 4288 -85 4179.207818336358 4256.391756924716 25 TARGET 1 100 100 0.5 0.001 75 4288 -86 4178.291620633418 4235.19022993608 25 TARGET 1 100 100 0.5 0.001 75 4288 -87 4171.002838443024 4222.593402284564 25 TARGET 1 100 100 0.5 0.001 75 4288 -88 4172.162938795507 4225.280917080966 25 TARGET 1 100 100 0.5 0.001 75 4288 -89 4172.757547808817 4240.100748697917 25 TARGET 1 100 100 0.5 0.001 75 4288 -90 4174.101190945918 4235.680064808239 25 TARGET 1 100 100 0.5 0.001 75 4288 -91 4168.546884042245 4212.956653941761 25 TARGET 1 100 100 0.5 0.001 75 4288 -92 4166.97052145807 4213.078753847064 25 TARGET 1 100 100 0.5 0.001 75 4288 -93 4172.689453536012 4217.221213600852 25 TARGET 1 100 100 0.5 0.001 75 4288 -94 4170.278855860032 4222.656286991004 25 TARGET 1 100 100 0.5 0.001 75 4288 -95 4162.930144955413 4222.578369140625 25 TARGET 1 100 100 0.5 0.001 75 4288 -96 4172.354614668824 4209.616787997159 25 TARGET 1 100 100 0.5 0.001 75 4288 -97 4169.00235920402 4228.882449988163 25 TARGET 1 100 100 0.5 0.001 75 4288 -98 4161.974317557081 4222.419958866004 25 TARGET 1 100 100 0.5 0.001 75 4288 -99 4155.633158571391 4212.014766808712 25 TARGET 1 100 100 0.5 0.001 75 4288 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_25bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_25bs_100e_0k_TARGET.tsv deleted file mode 100644 index 5b8f38b90..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_25bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5195.491219979745 12750.21552438447 25 TARGET 1 100 100 0.0 0.001 75 3345 -1 4696.1162109375 6999.900242660985 25 TARGET 1 100 100 0.0 0.001 75 3345 -2 4557.216546158196 5635.94355912642 25 TARGET 1 100 100 0.0 0.001 75 3345 -3 4492.608118127893 5079.900338837595 25 TARGET 1 100 100 0.0 0.001 75 3345 -4 4458.312437526305 4976.608768347538 25 TARGET 1 100 100 0.0 0.001 75 3345 -5 4444.65382996633 4801.122773141572 25 TARGET 1 100 100 0.0 0.001 75 3345 -6 4421.56219338568 4601.902684067235 25 TARGET 1 100 100 0.0 0.001 75 3345 -7 4404.521851818971 4588.7568359375 25 TARGET 1 100 100 0.0 0.001 75 3345 -8 4379.378219861374 4584.134676846591 25 TARGET 1 100 100 0.0 0.001 75 3345 -9 4392.456317734638 4632.59110884233 25 TARGET 1 100 100 0.0 0.001 75 3345 -10 4365.506557271938 4505.716397372159 25 TARGET 1 100 100 0.0 0.001 75 3345 -11 4353.948813493003 4454.650316642992 25 TARGET 1 100 100 0.0 0.001 75 3345 -12 4353.279873934659 4532.320060961174 25 TARGET 1 100 100 0.0 0.001 75 3345 -13 4346.147084451283 4454.641956676136 25 TARGET 1 100 100 0.0 0.001 75 3345 -14 4337.825293133154 4421.627515388258 25 TARGET 1 100 100 0.0 0.001 75 3345 -15 4327.742151331018 4396.732333096591 25 TARGET 1 100 100 0.0 0.001 75 3345 -16 4316.2036782210125 4428.395552201705 25 TARGET 1 100 100 0.0 0.001 75 3345 -17 4322.2115457965065 4372.61103959517 25 TARGET 1 100 100 0.0 0.001 75 3345 -18 4307.922654277147 4373.992468631629 25 TARGET 1 100 100 0.0 0.001 75 3345 -19 4303.114048196812 4375.34599165483 25 TARGET 1 100 100 0.0 0.001 75 3345 -20 4297.437878130261 4377.954678622159 25 TARGET 1 100 100 0.0 0.001 75 3345 -21 4293.79892430161 4363.051602450284 25 TARGET 1 100 100 0.0 0.001 75 3345 -22 4294.88473356613 4374.722338127367 25 TARGET 1 100 100 0.0 0.001 75 3345 -23 4281.180705163615 4356.535659327652 25 TARGET 1 100 100 0.0 0.001 75 3345 -24 4284.447462088331 4347.087246981534 25 TARGET 1 100 100 0.0 0.001 75 3345 -25 4272.593366115583 4354.384306936553 25 TARGET 1 100 100 0.0 0.001 75 3345 -26 4271.634862623632 4324.576970880682 25 TARGET 1 100 100 0.0 0.001 75 3345 -27 4274.723368121317 4358.844837535511 25 TARGET 1 100 100 0.0 0.001 75 3345 -28 4268.219677241162 4334.465931285511 25 TARGET 1 100 100 0.0 0.001 75 3345 -29 4266.588433981745 4336.854462594697 25 TARGET 1 100 100 0.0 0.001 75 3345 -30 4248.351387409249 4348.626279888731 25 TARGET 1 100 100 0.0 0.001 75 3345 -31 4256.258155283302 4338.038522431345 25 TARGET 1 100 100 0.0 0.001 75 3345 -32 4260.076576309974 4329.200557824337 25 TARGET 1 100 100 0.0 0.001 75 3345 -33 4250.105369285301 4347.774081143466 25 TARGET 1 100 100 0.0 0.001 75 3345 -34 4245.6916487465805 4318.567434599905 25 TARGET 1 100 100 0.0 0.001 75 3345 -35 4247.024534899779 4330.314830433239 25 TARGET 1 100 100 0.0 0.001 75 3345 -36 4240.123192372948 4340.200757575758 25 TARGET 1 100 100 0.0 0.001 75 3345 -37 4243.5674678918085 4318.290423768939 25 TARGET 1 100 100 0.0 0.001 75 3345 -38 4237.699550847012 4307.537627249053 25 TARGET 1 100 100 0.0 0.001 75 3345 -39 4237.444074123396 4335.557395241477 25 TARGET 1 100 100 0.0 0.001 75 3345 -40 4234.12233048256 4327.626309481534 25 TARGET 1 100 100 0.0 0.001 75 3345 -41 4235.855842770149 4351.154777758049 25 TARGET 1 100 100 0.0 0.001 75 3345 -42 4230.219709300031 4315.316909327652 25 TARGET 1 100 100 0.0 0.001 75 3345 -43 4225.742873888626 4313.437004320549 25 TARGET 1 100 100 0.0 0.001 75 3345 -44 4227.505190248842 4293.037915778883 25 TARGET 1 100 100 0.0 0.001 75 3345 -45 4219.560891713358 4313.015121922348 25 TARGET 1 100 100 0.0 0.001 75 3345 -46 4219.848666515414 4327.911702473958 25 TARGET 1 100 100 0.0 0.001 75 3345 -47 4216.901540634207 4329.556633226799 25 TARGET 1 100 100 0.0 0.001 75 3345 -48 4211.77655954072 4332.851636482008 25 TARGET 1 100 100 0.0 0.001 75 3345 -49 4208.989776508575 4298.327895655777 25 TARGET 1 100 100 0.0 0.001 75 3345 -50 4212.975384542035 4292.108124704072 25 TARGET 1 100 100 0.0 0.001 75 3345 -51 4211.543604173243 4300.395522608902 25 TARGET 1 100 100 0.0 0.001 75 3345 -52 4221.347410054319 4300.012673117898 25 TARGET 1 100 100 0.0 0.001 75 3345 -53 4204.389280582518 4317.123801491477 25 TARGET 1 100 100 0.0 0.001 75 3345 -54 4209.858332675715 4299.973447857481 25 TARGET 1 100 100 0.0 0.001 75 3345 -55 4200.374542133575 4286.526263612689 25 TARGET 1 100 100 0.0 0.001 75 3345 -56 4202.230856333517 4277.482969341856 25 TARGET 1 100 100 0.0 0.001 75 3345 -57 4200.518545234244 4282.374667080966 25 TARGET 1 100 100 0.0 0.001 75 3345 -58 4195.474532926925 4291.399724786932 25 TARGET 1 100 100 0.0 0.001 75 3345 -59 4197.781001338252 4307.662479285038 25 TARGET 1 100 100 0.0 0.001 75 3345 -60 4198.515871606692 4292.391964074337 25 TARGET 1 100 100 0.0 0.001 75 3345 -61 4204.4401670513735 4299.537131569602 25 TARGET 1 100 100 0.0 0.001 75 3345 -62 4200.828697538536 4334.878336588542 25 TARGET 1 100 100 0.0 0.001 75 3345 -63 4191.666888612689 4282.969415838068 25 TARGET 1 100 100 0.0 0.001 75 3345 -64 4190.66682449495 4283.193329782197 25 TARGET 1 100 100 0.0 0.001 75 3345 -65 4203.705278698443 4306.444846413352 25 TARGET 1 100 100 0.0 0.001 75 3345 -66 4190.300566702178 4288.525368430398 25 TARGET 1 100 100 0.0 0.001 75 3345 -67 4197.645306828046 4293.679939038826 25 TARGET 1 100 100 0.0 0.001 75 3345 -68 4188.08158941301 4289.811471650095 25 TARGET 1 100 100 0.0 0.001 75 3345 -69 4192.622039897675 4285.650760535038 25 TARGET 1 100 100 0.0 0.001 75 3345 -70 4188.910138987531 4295.00517874053 25 TARGET 1 100 100 0.0 0.001 75 3345 -71 4184.740488379893 4283.694905598958 25 TARGET 1 100 100 0.0 0.001 75 3345 -72 4180.497912063342 4304.319195371686 25 TARGET 1 100 100 0.0 0.001 75 3345 -73 4183.268618394229 4279.75273733428 25 TARGET 1 100 100 0.0 0.001 75 3345 -74 4189.931611854219 4284.731770833333 25 TARGET 1 100 100 0.0 0.001 75 3345 -75 4183.933295355902 4282.462062026515 25 TARGET 1 100 100 0.0 0.001 75 3345 -76 4185.994086782539 4277.550048828125 25 TARGET 1 100 100 0.0 0.001 75 3345 -77 4174.600345906986 4273.553873697917 25 TARGET 1 100 100 0.0 0.001 75 3345 -78 4175.760740132444 4430.606282552083 25 TARGET 1 100 100 0.0 0.001 75 3345 -79 4179.024466671927 4281.982836174242 25 TARGET 1 100 100 0.0 0.001 75 3345 -80 4183.2345044685135 4282.617942116477 25 TARGET 1 100 100 0.0 0.001 75 3345 -81 4176.986090560554 4274.821732954545 25 TARGET 1 100 100 0.0 0.001 75 3345 -82 4177.041095772175 4276.332645300663 25 TARGET 1 100 100 0.0 0.001 75 3345 -83 4178.306218516545 4287.683349609375 25 TARGET 1 100 100 0.0 0.001 75 3345 -84 4169.736858740399 4274.728900331439 25 TARGET 1 100 100 0.0 0.001 75 3345 -85 4169.058883101852 4274.356785629735 25 TARGET 1 100 100 0.0 0.001 75 3345 -86 4168.186768811159 4269.944565281723 25 TARGET 1 100 100 0.0 0.001 75 3345 -87 4163.873293892703 4280.660910866477 25 TARGET 1 100 100 0.0 0.001 75 3345 -88 4162.65141691985 4270.977982954545 25 TARGET 1 100 100 0.0 0.001 75 3345 -89 4166.003270415746 4271.775664358428 25 TARGET 1 100 100 0.0 0.001 75 3345 -90 4167.581369522043 4285.217625473485 25 TARGET 1 100 100 0.0 0.001 75 3345 -91 4167.492678658328 4292.934844045928 25 TARGET 1 100 100 0.0 0.001 75 3345 -92 4158.37696381129 4265.931699810606 25 TARGET 1 100 100 0.0 0.001 75 3345 -93 4156.253665397464 4271.824078184186 25 TARGET 1 100 100 0.0 0.001 75 3345 -94 4165.3133269544405 4275.195615826231 25 TARGET 1 100 100 0.0 0.001 75 3345 -95 4165.010525173611 4290.474195075758 25 TARGET 1 100 100 0.0 0.001 75 3345 -96 4165.03940816038 4276.540986032197 25 TARGET 1 100 100 0.0 0.001 75 3345 -97 4159.185243548769 4259.123912464489 25 TARGET 1 100 100 0.0 0.001 75 3345 -98 4156.951988965173 4268.062255859375 25 TARGET 1 100 100 0.0 0.001 75 3345 -99 4158.633957166062 4291.207312381629 25 TARGET 1 100 100 0.0 0.001 75 3345 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_25bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_25bs_100e_1k_TARGET.tsv deleted file mode 100644 index 6c4938d35..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_25bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5199.163163207597 7907.940814393939 25 TARGET 1 100 100 1.0 0.001 75 1214 -1 4721.803202105692 7517.215213660038 25 TARGET 1 100 100 1.0 0.001 75 1214 -2 4568.462066136627 5481.203095407197 25 TARGET 1 100 100 1.0 0.001 75 1214 -3 4508.756417528146 4736.887310606061 25 TARGET 1 100 100 1.0 0.001 75 1214 -4 4459.470045507155 4827.69706587358 25 TARGET 1 100 100 1.0 0.001 75 1214 -5 4435.987039996317 4602.514907374527 25 TARGET 1 100 100 1.0 0.001 75 1214 -6 4425.986899430503 4667.97978811553 25 TARGET 1 100 100 1.0 0.001 75 1214 -7 4395.767442491319 4523.364864464962 25 TARGET 1 100 100 1.0 0.001 75 1214 -8 4399.703761245265 4456.770256273674 25 TARGET 1 100 100 1.0 0.001 75 1214 -9 4390.315633549032 4458.201667554451 25 TARGET 1 100 100 1.0 0.001 75 1214 -10 4362.154637192235 4470.550122810133 25 TARGET 1 100 100 1.0 0.001 75 1214 -11 4353.7981269399725 4396.222841205019 25 TARGET 1 100 100 1.0 0.001 75 1214 -12 4348.12160340383 4385.341611919981 25 TARGET 1 100 100 1.0 0.001 75 1214 -13 4357.09002212884 4359.170225201231 25 TARGET 1 100 100 1.0 0.001 75 1214 -14 4342.567784781408 4366.302852746212 25 TARGET 1 100 100 1.0 0.001 75 1214 -15 4328.719231705071 4336.456461588542 25 TARGET 1 100 100 1.0 0.001 75 1214 -16 4326.050946476484 4382.196755149148 25 TARGET 1 100 100 1.0 0.001 75 1214 -17 4317.861142347959 4378.500695430871 25 TARGET 1 100 100 1.0 0.001 75 1214 -18 4309.918486624053 4323.283084753788 25 TARGET 1 100 100 1.0 0.001 75 1214 -19 4306.0662270491375 4299.534749348958 25 TARGET 1 100 100 1.0 0.001 75 1214 -20 4306.567619554924 4329.395241477273 25 TARGET 1 100 100 1.0 0.001 75 1214 -21 4306.178537490793 4296.056278113163 25 TARGET 1 100 100 1.0 0.001 75 1214 -22 4292.757098984638 4298.311649206913 25 TARGET 1 100 100 1.0 0.001 75 1214 -23 4290.808295355902 4306.806470466383 25 TARGET 1 100 100 1.0 0.001 75 1214 -24 4284.058204933449 4342.920350970644 25 TARGET 1 100 100 1.0 0.001 75 1214 -25 4279.269560842803 4300.073723070549 25 TARGET 1 100 100 1.0 0.001 75 1214 -26 4274.52305608165 4269.082415956439 25 TARGET 1 100 100 1.0 0.001 75 1214 -27 4284.317037974142 4320.15165571733 25 TARGET 1 100 100 1.0 0.001 75 1214 -28 4273.62970443366 4290.540660511364 25 TARGET 1 100 100 1.0 0.001 75 1214 -29 4253.918493200232 4272.615197383996 25 TARGET 1 100 100 1.0 0.001 75 1214 -30 4261.852493029251 4287.737245501894 25 TARGET 1 100 100 1.0 0.001 75 1214 -31 4256.9514472524725 4265.253099846117 25 TARGET 1 100 100 1.0 0.001 75 1214 -32 4272.958015210701 4293.235040838068 25 TARGET 1 100 100 1.0 0.001 75 1214 -33 4252.687046654698 4259.996167732008 25 TARGET 1 100 100 1.0 0.001 75 1214 -34 4242.375314012521 4261.371937144886 25 TARGET 1 100 100 1.0 0.001 75 1214 -35 4248.408913352273 4257.52812795928 25 TARGET 1 100 100 1.0 0.001 75 1214 -36 4236.287553267045 4253.700898141572 25 TARGET 1 100 100 1.0 0.001 75 1214 -37 4238.951001716383 4282.507967862216 25 TARGET 1 100 100 1.0 0.001 75 1214 -38 4260.248632154882 4255.05878610322 25 TARGET 1 100 100 1.0 0.001 75 1214 -39 4237.322387284301 4270.329560250947 25 TARGET 1 100 100 1.0 0.001 75 1214 -40 4237.037307482376 4271.538581616951 25 TARGET 1 100 100 1.0 0.001 75 1214 -41 4229.386407203546 4268.653786399148 25 TARGET 1 100 100 1.0 0.001 75 1214 -42 4229.222694063026 4261.99824662642 25 TARGET 1 100 100 1.0 0.001 75 1214 -43 4231.324240944602 4262.935709635417 25 TARGET 1 100 100 1.0 0.001 75 1214 -44 4227.430712561816 4236.392526337595 25 TARGET 1 100 100 1.0 0.001 75 1214 -45 4222.331554888074 4242.200187914299 25 TARGET 1 100 100 1.0 0.001 75 1214 -46 4225.04951944576 4264.624097419508 25 TARGET 1 100 100 1.0 0.001 75 1214 -47 4219.122776429661 4267.55380711411 25 TARGET 1 100 100 1.0 0.001 75 1214 -48 4222.038490372474 4268.399746981534 25 TARGET 1 100 100 1.0 0.001 75 1214 -49 4218.214752505524 4275.562958688447 25 TARGET 1 100 100 1.0 0.001 75 1214 -50 4219.850496337069 4231.713060783617 25 TARGET 1 100 100 1.0 0.001 75 1214 -51 4219.662233089357 4243.27236476089 25 TARGET 1 100 100 1.0 0.001 75 1214 -52 4214.345468437631 4240.047511245265 25 TARGET 1 100 100 1.0 0.001 75 1214 -53 4212.813265302767 4242.823715672348 25 TARGET 1 100 100 1.0 0.001 75 1214 -54 4211.119536839752 4234.995990175189 25 TARGET 1 100 100 1.0 0.001 75 1214 -55 4214.884502577862 4260.486387310606 25 TARGET 1 100 100 1.0 0.001 75 1214 -56 4211.539161553688 4227.226806640625 25 TARGET 1 100 100 1.0 0.001 75 1214 -57 4203.597883950179 4228.220207445549 25 TARGET 1 100 100 1.0 0.001 75 1214 -58 4205.319610903962 4264.197879675663 25 TARGET 1 100 100 1.0 0.001 75 1214 -59 4211.853317517624 4220.993763316761 25 TARGET 1 100 100 1.0 0.001 75 1214 -60 4197.066587094908 4227.460856119792 25 TARGET 1 100 100 1.0 0.001 75 1214 -61 4200.775673811684 4232.50869288589 25 TARGET 1 100 100 1.0 0.001 75 1214 -62 4197.969322949548 4225.679583925189 25 TARGET 1 100 100 1.0 0.001 75 1214 -63 4204.846290048927 4228.683312618371 25 TARGET 1 100 100 1.0 0.001 75 1214 -64 4200.660811401778 4221.578835227273 25 TARGET 1 100 100 1.0 0.001 75 1214 -65 4192.794291383891 4234.478619199811 25 TARGET 1 100 100 1.0 0.001 75 1214 -66 4194.732250483349 4237.58857865767 25 TARGET 1 100 100 1.0 0.001 75 1214 -67 4203.416709411827 4233.488007516572 25 TARGET 1 100 100 1.0 0.001 75 1214 -68 4192.639075898964 4224.487881747159 25 TARGET 1 100 100 1.0 0.001 75 1214 -69 4191.566763829704 4214.531264796402 25 TARGET 1 100 100 1.0 0.001 75 1214 -70 4191.739650739162 4251.521543560606 25 TARGET 1 100 100 1.0 0.001 75 1214 -71 4188.18111658578 4228.395855527936 25 TARGET 1 100 100 1.0 0.001 75 1214 -72 4190.336122455019 4218.463844992898 25 TARGET 1 100 100 1.0 0.001 75 1214 -73 4189.631199281223 4211.172148733428 25 TARGET 1 100 100 1.0 0.001 75 1214 -74 4189.26341170494 4224.390129320549 25 TARGET 1 100 100 1.0 0.001 75 1214 -75 4184.928773000184 4222.459139737216 25 TARGET 1 100 100 1.0 0.001 75 1214 -76 4182.019735933554 4232.807935310133 25 TARGET 1 100 100 1.0 0.001 75 1214 -77 4186.713555230035 4219.561834161932 25 TARGET 1 100 100 1.0 0.001 75 1214 -78 4185.409959375657 4221.073715672348 25 TARGET 1 100 100 1.0 0.001 75 1214 -79 4182.497337880761 4224.49052290483 25 TARGET 1 100 100 1.0 0.001 75 1214 -80 4178.326710299611 4217.418346058239 25 TARGET 1 100 100 1.0 0.001 75 1214 -81 4178.195035889494 4215.742276278409 25 TARGET 1 100 100 1.0 0.001 75 1214 -82 4187.4725493871 4221.356223366477 25 TARGET 1 100 100 1.0 0.001 75 1214 -83 4194.797184491398 4242.392407966383 25 TARGET 1 100 100 1.0 0.001 75 1214 -84 4181.340685089831 4203.698175603693 25 TARGET 1 100 100 1.0 0.001 75 1214 -85 4184.2958429509945 4252.43778852983 25 TARGET 1 100 100 1.0 0.001 75 1214 -86 4180.006937046243 4213.909579190341 25 TARGET 1 100 100 1.0 0.001 75 1214 -87 4169.854457662563 4214.05790571733 25 TARGET 1 100 100 1.0 0.001 75 1214 -88 4178.53937240241 4255.343579841383 25 TARGET 1 100 100 1.0 0.001 75 1214 -89 4170.26432743779 4260.980291193182 25 TARGET 1 100 100 1.0 0.001 75 1214 -90 4168.937173246133 4212.937514796402 25 TARGET 1 100 100 1.0 0.001 75 1214 -91 4168.799420392072 4239.773622455019 25 TARGET 1 100 100 1.0 0.001 75 1214 -92 4167.770146533697 4216.877781723485 25 TARGET 1 100 100 1.0 0.001 75 1214 -93 4166.573791709412 4202.862260298295 25 TARGET 1 100 100 1.0 0.001 75 1214 -94 4167.807843243634 4221.179465553977 25 TARGET 1 100 100 1.0 0.001 75 1214 -95 4164.200279158776 4218.312130089962 25 TARGET 1 100 100 1.0 0.001 75 1214 -96 4165.631751269202 4213.898947975852 25 TARGET 1 100 100 1.0 0.001 75 1214 -97 4168.787583681871 4212.802083333333 25 TARGET 1 100 100 1.0 0.001 75 1214 -98 4157.081760804661 4210.104351621686 25 TARGET 1 100 100 1.0 0.001 75 1214 -99 4161.692650380761 4232.489598129735 25 TARGET 1 100 100 1.0 0.001 75 1214 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_25bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_25bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index 94ebaab7f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_25bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5183.064744942919 13341.712180397728 25 TARGET 1 50 100 0.5 0.001 75 5138 -1 4707.4499569260315 8306.606016216856 25 TARGET 1 50 100 0.5 0.001 75 5138 -2 4584.6713924729065 5566.18427438447 25 TARGET 1 50 100 0.5 0.001 75 5138 -3 4505.753454137732 5110.342795632102 25 TARGET 1 50 100 0.5 0.001 75 5138 -4 4468.838610716541 4885.444587476326 25 TARGET 1 50 100 0.5 0.001 75 5138 -5 4447.322517163826 4662.493045691288 25 TARGET 1 50 100 0.5 0.001 75 5138 -6 4410.774704236374 4823.050670276989 25 TARGET 1 50 100 0.5 0.001 75 5138 -7 4404.415639960806 4624.781627308239 25 TARGET 1 50 100 0.5 0.001 75 5138 -8 4390.273535320654 4532.349661162405 25 TARGET 1 50 100 0.5 0.001 75 5138 -9 4368.4352673874155 4520.370886600379 25 TARGET 1 50 100 0.5 0.001 75 5138 -10 4365.517658683186 4483.135364879261 25 TARGET 1 50 100 0.5 0.001 75 5138 -11 4367.584060823075 4424.892526337595 25 TARGET 1 50 100 0.5 0.001 75 5138 -12 4356.684740471117 4453.854359019886 25 TARGET 1 50 100 0.5 0.001 75 5138 -13 4347.974509910301 4448.166341145833 25 TARGET 1 50 100 0.5 0.001 75 5138 -14 4327.79712818287 4424.543915719697 25 TARGET 1 50 100 0.5 0.001 75 5138 -15 4321.86427918508 4382.654126716383 25 TARGET 1 50 100 0.5 0.001 75 5138 -16 4328.290026732166 4393.498468572443 25 TARGET 1 50 100 0.5 0.001 75 5138 -17 4309.456649009628 4415.266764322917 25 TARGET 1 50 100 0.5 0.001 75 5138 -18 4313.865475638547 4403.421897194602 25 TARGET 1 50 100 0.5 0.001 75 5138 -19 4306.39824514678 4378.157004616477 25 TARGET 1 50 100 0.5 0.001 75 5138 -20 4295.177216500947 4374.69619288589 25 TARGET 1 50 100 0.5 0.001 75 5138 -21 4296.626884075126 4390.60917524858 25 TARGET 1 50 100 0.5 0.001 75 5138 -22 4284.717124861901 4387.130430279356 25 TARGET 1 50 100 0.5 0.001 75 5138 -23 4280.029056022464 4357.243807705966 25 TARGET 1 50 100 0.5 0.001 75 5138 -24 4279.654109453914 4350.726769649621 25 TARGET 1 50 100 0.5 0.001 75 5138 -25 4268.827928125657 4366.559037642045 25 TARGET 1 50 100 0.5 0.001 75 5138 -26 4271.547136403094 4385.524628610322 25 TARGET 1 50 100 0.5 0.001 75 5138 -27 4266.589329164036 4340.331136067708 25 TARGET 1 50 100 0.5 0.001 75 5138 -28 4263.860677083333 4347.110026041667 25 TARGET 1 50 100 0.5 0.001 75 5138 -29 4266.382369840988 4352.402661872633 25 TARGET 1 50 100 0.5 0.001 75 5138 -30 4257.177800136785 4351.406139026989 25 TARGET 1 50 100 0.5 0.001 75 5138 -31 4250.302852746212 4354.392851858428 25 TARGET 1 50 100 0.5 0.001 75 5138 -32 4253.292751736111 4375.122580788352 25 TARGET 1 50 100 0.5 0.001 75 5138 -33 4247.603591662063 4351.928496389678 25 TARGET 1 50 100 0.5 0.001 75 5138 -34 4239.2775936447815 4350.823752663352 25 TARGET 1 50 100 0.5 0.001 75 5138 -35 4238.290970824784 4334.003662109375 25 TARGET 1 50 100 0.5 0.001 75 5138 -36 4233.604248457887 4344.229388612689 25 TARGET 1 50 100 0.5 0.001 75 5138 -37 4236.188557120686 4335.38496537642 25 TARGET 1 50 100 0.5 0.001 75 5138 -38 4243.419196029304 4337.726155598958 25 TARGET 1 50 100 0.5 0.001 75 5138 -39 4241.191322403724 4335.222079190341 25 TARGET 1 50 100 0.5 0.001 75 5138 -40 4240.427711358376 4330.953161991004 25 TARGET 1 50 100 0.5 0.001 75 5138 -41 4229.49565191301 4341.532433712121 25 TARGET 1 50 100 0.5 0.001 75 5138 -42 4225.5947619094595 4332.147194602273 25 TARGET 1 50 100 0.5 0.001 75 5138 -43 4231.947619505603 4319.359848484848 25 TARGET 1 50 100 0.5 0.001 75 5138 -44 4227.705061684554 4314.645759351326 25 TARGET 1 50 100 0.5 0.001 75 5138 -45 4230.738870228983 4332.803370620265 25 TARGET 1 50 100 0.5 0.001 75 5138 -46 4218.119493683581 4297.755326704545 25 TARGET 1 50 100 0.5 0.001 75 5138 -47 4211.566633950179 4324.539491595644 25 TARGET 1 50 100 0.5 0.001 75 5138 -48 4213.449297253131 4310.482273910985 25 TARGET 1 50 100 0.5 0.001 75 5138 -49 4211.596244015677 4317.12079782197 25 TARGET 1 50 100 0.5 0.001 75 5138 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_25bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_25bs_50e_0k_TARGET.tsv deleted file mode 100644 index a56c42cc3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_25bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5188.748901778199 8585.033084753788 25 TARGET 1 50 100 0.0 0.001 75 1729 -1 4704.074538516677 6311.973026160038 25 TARGET 1 50 100 0.0 0.001 75 1729 -2 4575.380819917929 5065.3076171875 25 TARGET 1 50 100 0.0 0.001 75 1729 -3 4507.204094986321 5228.833555279356 25 TARGET 1 50 100 0.0 0.001 75 1729 -4 4473.1358490504 4833.634869199811 25 TARGET 1 50 100 0.0 0.001 75 1729 -5 4454.107895359848 4615.940651633523 25 TARGET 1 50 100 0.0 0.001 75 1729 -6 4422.403132069392 4589.856815222538 25 TARGET 1 50 100 0.0 0.001 75 1729 -7 4407.063302293771 4559.321451822917 25 TARGET 1 50 100 0.0 0.001 75 1729 -8 4392.587160669192 4412.781161221591 25 TARGET 1 50 100 0.0 0.001 75 1729 -9 4370.48985295665 4402.100105054451 25 TARGET 1 50 100 0.0 0.001 75 1729 -10 4368.967536695076 4398.989538944129 25 TARGET 1 50 100 0.0 0.001 75 1729 -11 4356.772105823864 4362.162523674242 25 TARGET 1 50 100 0.0 0.001 75 1729 -12 4360.138141670613 4360.894686612216 25 TARGET 1 50 100 0.0 0.001 75 1729 -13 4359.392608539825 4384.193470348011 25 TARGET 1 50 100 0.0 0.001 75 1729 -14 4349.421387540772 4316.834702000473 25 TARGET 1 50 100 0.0 0.001 75 1729 -15 4330.315293231797 4294.61894087358 25 TARGET 1 50 100 0.0 0.001 75 1729 -16 4331.43047499737 4284.689490116004 25 TARGET 1 50 100 0.0 0.001 75 1729 -17 4319.812237774884 4275.938210227273 25 TARGET 1 50 100 0.0 0.001 75 1729 -18 4308.598019583859 4261.816657788826 25 TARGET 1 50 100 0.0 0.001 75 1729 -19 4297.849975174926 4274.612659801136 25 TARGET 1 50 100 0.0 0.001 75 1729 -20 4295.519004333702 4298.601096413352 25 TARGET 1 50 100 0.0 0.001 75 1729 -21 4316.04150390625 4252.481060606061 25 TARGET 1 50 100 0.0 0.001 75 1729 -22 4296.913727114899 4264.948715672348 25 TARGET 1 50 100 0.0 0.001 75 1729 -23 4293.33748783407 4271.6240234375 25 TARGET 1 50 100 0.0 0.001 75 1729 -24 4292.5214860190445 4257.477960759943 25 TARGET 1 50 100 0.0 0.001 75 1729 -25 4276.991311224221 4277.070963541667 25 TARGET 1 50 100 0.0 0.001 75 1729 -26 4281.786401613795 4225.413662997159 25 TARGET 1 50 100 0.0 0.001 75 1729 -27 4276.743396694813 4242.488636363636 25 TARGET 1 50 100 0.0 0.001 75 1729 -28 4264.877125749685 4237.850970643939 25 TARGET 1 50 100 0.0 0.001 75 1729 -29 4265.5112288247055 4224.39717240767 25 TARGET 1 50 100 0.0 0.001 75 1729 -30 4265.288949060921 4217.32489938447 25 TARGET 1 50 100 0.0 0.001 75 1729 -31 4265.687652896149 4219.123475970644 25 TARGET 1 50 100 0.0 0.001 75 1729 -32 4263.039210875027 4244.813935250947 25 TARGET 1 50 100 0.0 0.001 75 1729 -33 4254.663897273516 4212.291060014205 25 TARGET 1 50 100 0.0 0.001 75 1729 -34 4261.062578503131 4226.554125236742 25 TARGET 1 50 100 0.0 0.001 75 1729 -35 4255.8875457044405 4226.515898733428 25 TARGET 1 50 100 0.0 0.001 75 1729 -36 4247.990969262942 4236.445268110795 25 TARGET 1 50 100 0.0 0.001 75 1729 -37 4249.115499888205 4227.021366003788 25 TARGET 1 50 100 0.0 0.001 75 1729 -38 4244.6202963883625 4208.027188387784 25 TARGET 1 50 100 0.0 0.001 75 1729 -39 4253.483665594749 4189.320460464015 25 TARGET 1 50 100 0.0 0.001 75 1729 -40 4253.486358128815 4198.071755149148 25 TARGET 1 50 100 0.0 0.001 75 1729 -41 4238.141991612084 4196.167251124527 25 TARGET 1 50 100 0.0 0.001 75 1729 -42 4235.637115786774 4194.392637310606 25 TARGET 1 50 100 0.0 0.001 75 1729 -43 4234.232117726747 4195.990700461648 25 TARGET 1 50 100 0.0 0.001 75 1729 -44 4232.691692313762 4215.194905598958 25 TARGET 1 50 100 0.0 0.001 75 1729 -45 4234.3726510712595 4255.543249881629 25 TARGET 1 50 100 0.0 0.001 75 1729 -46 4233.3948995159935 4201.671349727746 25 TARGET 1 50 100 0.0 0.001 75 1729 -47 4230.491580436526 4181.359441583807 25 TARGET 1 50 100 0.0 0.001 75 1729 -48 4230.327535610007 4194.678074692235 25 TARGET 1 50 100 0.0 0.001 75 1729 -49 4229.333181259207 4192.10879054214 25 TARGET 1 50 100 0.0 0.001 75 1729 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_25bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_25bs_50e_1k_TARGET.tsv deleted file mode 100644 index 7356db7f3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_25bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5206.077681107955 11043.843676017992 25 TARGET 1 50 100 1.0 0.001 75 9700 -1 4732.078267209859 6055.022956616951 25 TARGET 1 50 100 1.0 0.001 75 9700 -2 4572.322215481639 5498.432698567708 25 TARGET 1 50 100 1.0 0.001 75 9700 -3 4505.642297815393 4994.19414358428 25 TARGET 1 50 100 1.0 0.001 75 9700 -4 4469.12256928004 4802.075047348485 25 TARGET 1 50 100 1.0 0.001 75 9700 -5 4454.062589600431 4692.417302911932 25 TARGET 1 50 100 1.0 0.001 75 9700 -6 4429.115235197022 4792.64042524858 25 TARGET 1 50 100 1.0 0.001 75 9700 -7 4411.340878676084 4506.206883285985 25 TARGET 1 50 100 1.0 0.001 75 9700 -8 4387.358238143151 4457.63466944839 25 TARGET 1 50 100 1.0 0.001 75 9700 -9 4396.531198212595 4449.068773674242 25 TARGET 1 50 100 1.0 0.001 75 9700 -10 4382.387793133154 4408.588756214489 25 TARGET 1 50 100 1.0 0.001 75 9700 -11 4355.070972583912 4339.972907788826 25 TARGET 1 50 100 1.0 0.001 75 9700 -12 4359.214898825495 4336.486320726799 25 TARGET 1 50 100 1.0 0.001 75 9700 -13 4360.364719789036 4286.86660304214 25 TARGET 1 50 100 1.0 0.001 75 9700 -14 4348.724831321023 4305.216582327178 25 TARGET 1 50 100 1.0 0.001 75 9700 -15 4334.6363841869215 4305.946370442708 25 TARGET 1 50 100 1.0 0.001 75 9700 -16 4329.450881701126 4289.92998342803 25 TARGET 1 50 100 1.0 0.001 75 9700 -17 4330.747084286879 4313.010756983902 25 TARGET 1 50 100 1.0 0.001 75 9700 -18 4319.585796934186 4291.890972715436 25 TARGET 1 50 100 1.0 0.001 75 9700 -19 4312.0405330979065 4260.333111387311 25 TARGET 1 50 100 1.0 0.001 75 9700 -20 4307.07326684817 4308.069099195076 25 TARGET 1 50 100 1.0 0.001 75 9700 -21 4314.273786037458 4267.366188742898 25 TARGET 1 50 100 1.0 0.001 75 9700 -22 4306.233730534512 4270.428829308712 25 TARGET 1 50 100 1.0 0.001 75 9700 -23 4292.25104807844 4267.636770537405 25 TARGET 1 50 100 1.0 0.001 75 9700 -24 4291.792168922296 4234.945253314394 25 TARGET 1 50 100 1.0 0.001 75 9700 -25 4288.637064821391 4256.143865411932 25 TARGET 1 50 100 1.0 0.001 75 9700 -26 4280.672992128314 4263.074854995265 25 TARGET 1 50 100 1.0 0.001 75 9700 -27 4281.082011521465 4249.719763553504 25 TARGET 1 50 100 1.0 0.001 75 9700 -28 4265.050332425821 4248.960922703598 25 TARGET 1 50 100 1.0 0.001 75 9700 -29 4269.222110427188 4263.733331853693 25 TARGET 1 50 100 1.0 0.001 75 9700 -30 4270.700439864137 4246.273030598958 25 TARGET 1 50 100 1.0 0.001 75 9700 -31 4272.141413319392 4261.613111091383 25 TARGET 1 50 100 1.0 0.001 75 9700 -32 4256.323241365478 4245.72421727036 25 TARGET 1 50 100 1.0 0.001 75 9700 -33 4261.515031499895 4226.579175544508 25 TARGET 1 50 100 1.0 0.001 75 9700 -34 4248.960369482586 4219.544566761364 25 TARGET 1 50 100 1.0 0.001 75 9700 -35 4255.775792593908 4225.248091264205 25 TARGET 1 50 100 1.0 0.001 75 9700 -36 4253.062166258944 4220.233672170928 25 TARGET 1 50 100 1.0 0.001 75 9700 -37 4248.534686875263 4236.637939453125 25 TARGET 1 50 100 1.0 0.001 75 9700 -38 4250.357566550926 4241.714999112216 25 TARGET 1 50 100 1.0 0.001 75 9700 -39 4240.2494508890995 4236.090487393466 25 TARGET 1 50 100 1.0 0.001 75 9700 -40 4247.274247191972 4202.156982421875 25 TARGET 1 50 100 1.0 0.001 75 9700 -41 4231.646055279356 4210.146329012784 25 TARGET 1 50 100 1.0 0.001 75 9700 -42 4232.477058590462 4222.821607185133 25 TARGET 1 50 100 1.0 0.001 75 9700 -43 4235.411154596091 4207.899428858902 25 TARGET 1 50 100 1.0 0.001 75 9700 -44 4232.39237138639 4204.6103515625 25 TARGET 1 50 100 1.0 0.001 75 9700 -45 4230.328988123421 4217.121818773674 25 TARGET 1 50 100 1.0 0.001 75 9700 -46 4231.5273199113535 4216.276574337121 25 TARGET 1 50 100 1.0 0.001 75 9700 -47 4229.114540588173 4223.255881569602 25 TARGET 1 50 100 1.0 0.001 75 9700 -48 4226.496782604693 4204.762969045928 25 TARGET 1 50 100 1.0 0.001 75 9700 -49 4224.97581404869 4209.196044921875 25 TARGET 1 50 100 1.0 0.001 75 9700 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_50bs_100e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_50bs_100e_0.5k_TARGET.tsv deleted file mode 100644 index 345cab30d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_50bs_100e_0.5k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5356.284898134996 15726.890388257576 50 TARGET 1 100 100 0.5 0.001 75 2275 -1 4943.977959937921 11660.557173295454 50 TARGET 1 100 100 0.5 0.001 75 2275 -2 4710.486633917298 8684.54657907197 50 TARGET 1 100 100 0.5 0.001 75 2275 -3 4602.272830847538 6046.926905776515 50 TARGET 1 100 100 0.5 0.001 75 2275 -4 4552.727971446233 6237.394620028409 50 TARGET 1 100 100 0.5 0.001 75 2275 -5 4501.438096788194 5168.769412878788 50 TARGET 1 100 100 0.5 0.001 75 2275 -6 4480.376298795244 4853.597715435606 50 TARGET 1 100 100 0.5 0.001 75 2275 -7 4460.595920138889 4756.978397253788 50 TARGET 1 100 100 0.5 0.001 75 2275 -8 4427.455064972643 4628.731622869318 50 TARGET 1 100 100 0.5 0.001 75 2275 -9 4406.873308278094 4572.610144412879 50 TARGET 1 100 100 0.5 0.001 75 2275 -10 4391.842829335017 4523.749289772727 50 TARGET 1 100 100 0.5 0.001 75 2275 -11 4390.419221511995 4575.498106060606 50 TARGET 1 100 100 0.5 0.001 75 2275 -12 4383.179264980535 4538.061375473485 50 TARGET 1 100 100 0.5 0.001 75 2275 -13 4377.830604219276 4504.868016098485 50 TARGET 1 100 100 0.5 0.001 75 2275 -14 4370.755400686553 4546.689393939394 50 TARGET 1 100 100 0.5 0.001 75 2275 -15 4359.7407243002945 4491.594282670455 50 TARGET 1 100 100 0.5 0.001 75 2275 -16 4352.209995462437 4550.637133049242 50 TARGET 1 100 100 0.5 0.001 75 2275 -17 4348.345348011364 4485.773259943182 50 TARGET 1 100 100 0.5 0.001 75 2275 -18 4347.735507746738 4489.830891927083 50 TARGET 1 100 100 0.5 0.001 75 2275 -19 4342.870173085017 4429.134721235795 50 TARGET 1 100 100 0.5 0.001 75 2275 -20 4336.8368828256525 4400.812426017992 50 TARGET 1 100 100 0.5 0.001 75 2275 -21 4328.048879090383 4399.277654474432 50 TARGET 1 100 100 0.5 0.001 75 2275 -22 4320.994344486532 4373.74482125947 50 TARGET 1 100 100 0.5 0.001 75 2275 -23 4314.104988688973 4370.988902698864 50 TARGET 1 100 100 0.5 0.001 75 2275 -24 4315.109388152357 4364.258330374053 50 TARGET 1 100 100 0.5 0.001 75 2275 -25 4312.339026659827 4353.139618844697 50 TARGET 1 100 100 0.5 0.001 75 2275 -26 4302.533864030935 4386.190104166667 50 TARGET 1 100 100 0.5 0.001 75 2275 -27 4305.491648253367 4375.814482717803 50 TARGET 1 100 100 0.5 0.001 75 2275 -28 4304.263786958123 4352.641941879735 50 TARGET 1 100 100 0.5 0.001 75 2275 -29 4302.625184132997 4359.234596946023 50 TARGET 1 100 100 0.5 0.001 75 2275 -30 4299.236809830071 4376.338911576705 50 TARGET 1 100 100 0.5 0.001 75 2275 -31 4274.699567287458 4341.956454190341 50 TARGET 1 100 100 0.5 0.001 75 2275 -32 4285.129090382997 4343.125162760417 50 TARGET 1 100 100 0.5 0.001 75 2275 -33 4277.729222564183 4351.961292613636 50 TARGET 1 100 100 0.5 0.001 75 2275 -34 4274.227520978009 4310.211248224432 50 TARGET 1 100 100 0.5 0.001 75 2275 -35 4275.549683028199 4324.293279474432 50 TARGET 1 100 100 0.5 0.001 75 2275 -36 4271.406355218855 4338.90556936553 50 TARGET 1 100 100 0.5 0.001 75 2275 -37 4270.278062197496 4303.768169981061 50 TARGET 1 100 100 0.5 0.001 75 2275 -38 4264.538334188236 4338.719001538826 50 TARGET 1 100 100 0.5 0.001 75 2275 -39 4256.623640375105 4326.607421875 50 TARGET 1 100 100 0.5 0.001 75 2275 -40 4261.407977890888 4321.792835582386 50 TARGET 1 100 100 0.5 0.001 75 2275 -41 4252.212140940656 4327.68408203125 50 TARGET 1 100 100 0.5 0.001 75 2275 -42 4249.581470630787 4311.58173532197 50 TARGET 1 100 100 0.5 0.001 75 2275 -43 4257.880514125632 4339.396203243371 50 TARGET 1 100 100 0.5 0.001 75 2275 -44 4248.306502525253 4300.744081439394 50 TARGET 1 100 100 0.5 0.001 75 2275 -45 4247.251918600063 4364.97216796875 50 TARGET 1 100 100 0.5 0.001 75 2275 -46 4243.9112528277565 4319.878432765152 50 TARGET 1 100 100 0.5 0.001 75 2275 -47 4240.542782972959 4316.825372869318 50 TARGET 1 100 100 0.5 0.001 75 2275 -48 4241.490832807239 4288.560384114583 50 TARGET 1 100 100 0.5 0.001 75 2275 -49 4232.818857520518 4283.033306699811 50 TARGET 1 100 100 0.5 0.001 75 2275 -50 4238.47208576652 4314.838881983902 50 TARGET 1 100 100 0.5 0.001 75 2275 -51 4235.22626328388 4296.267726089015 50 TARGET 1 100 100 0.5 0.001 75 2275 -52 4230.014674742214 4412.379438920455 50 TARGET 1 100 100 0.5 0.001 75 2275 -53 4230.6447696364685 4298.231267755682 50 TARGET 1 100 100 0.5 0.001 75 2275 -54 4228.335995041562 4277.414003314394 50 TARGET 1 100 100 0.5 0.001 75 2275 -55 4230.3465004866375 4292.449662642045 50 TARGET 1 100 100 0.5 0.001 75 2275 -56 4228.19479955808 4297.71855764678 50 TARGET 1 100 100 0.5 0.001 75 2275 -57 4220.579542166456 4287.479595762311 50 TARGET 1 100 100 0.5 0.001 75 2275 -58 4225.695275508996 4288.585227272727 50 TARGET 1 100 100 0.5 0.001 75 2275 -59 4218.725959135627 4302.010017163826 50 TARGET 1 100 100 0.5 0.001 75 2275 -60 4219.580043600063 4284.817545572917 50 TARGET 1 100 100 0.5 0.001 75 2275 -61 4211.253814183502 4283.036029237689 50 TARGET 1 100 100 0.5 0.001 75 2275 -62 4214.660148029777 4274.487630208333 50 TARGET 1 100 100 0.5 0.001 75 2275 -63 4219.4966724537035 4296.766335227273 50 TARGET 1 100 100 0.5 0.001 75 2275 -64 4207.646214751683 4284.986461292614 50 TARGET 1 100 100 0.5 0.001 75 2275 -65 4212.6116667981905 4279.211381392045 50 TARGET 1 100 100 0.5 0.001 75 2275 -66 4208.664600102588 4287.687426017992 50 TARGET 1 100 100 0.5 0.001 75 2275 -67 4205.7111799965805 4277.818966027462 50 TARGET 1 100 100 0.5 0.001 75 2275 -68 4210.026194562815 4287.531501538826 50 TARGET 1 100 100 0.5 0.001 75 2275 -69 4205.837555239899 4281.662908380682 50 TARGET 1 100 100 0.5 0.001 75 2275 -70 4208.583936697706 4275.341885653409 50 TARGET 1 100 100 0.5 0.001 75 2275 -71 4199.585605402988 4280.74189157197 50 TARGET 1 100 100 0.5 0.001 75 2275 -72 4208.563721525147 4277.166104403409 50 TARGET 1 100 100 0.5 0.001 75 2275 -73 4202.914351851852 4272.198493726326 50 TARGET 1 100 100 0.5 0.001 75 2275 -74 4204.795901725589 4272.380134351326 50 TARGET 1 100 100 0.5 0.001 75 2275 -75 4201.266923795244 4337.53369140625 50 TARGET 1 100 100 0.5 0.001 75 2275 -76 4200.577071167403 4268.035126657197 50 TARGET 1 100 100 0.5 0.001 75 2275 -77 4196.914488307555 4249.131969105114 50 TARGET 1 100 100 0.5 0.001 75 2275 -78 4198.884639855587 4267.406723484848 50 TARGET 1 100 100 0.5 0.001 75 2275 -79 4190.934308909406 4262.342462713068 50 TARGET 1 100 100 0.5 0.001 75 2275 -80 4196.131459451283 4277.696910511364 50 TARGET 1 100 100 0.5 0.001 75 2275 -81 4197.166152080703 4279.473736387311 50 TARGET 1 100 100 0.5 0.001 75 2275 -82 4187.475549768518 4255.500799005682 50 TARGET 1 100 100 0.5 0.001 75 2275 -83 4189.703945378262 4258.132353811553 50 TARGET 1 100 100 0.5 0.001 75 2275 -84 4188.95683149858 4253.799405184659 50 TARGET 1 100 100 0.5 0.001 75 2275 -85 4191.61667455808 4271.653083570076 50 TARGET 1 100 100 0.5 0.001 75 2275 -86 4183.434744581229 4275.486446496212 50 TARGET 1 100 100 0.5 0.001 75 2275 -87 4184.143788141835 4276.727938565341 50 TARGET 1 100 100 0.5 0.001 75 2275 -88 4182.488670066551 4267.555027817235 50 TARGET 1 100 100 0.5 0.001 75 2275 -89 4181.620374480482 4272.795572916667 50 TARGET 1 100 100 0.5 0.001 75 2275 -90 4184.231792205914 4267.112511837121 50 TARGET 1 100 100 0.5 0.001 75 2275 -91 4178.929939038826 4262.861387310606 50 TARGET 1 100 100 0.5 0.001 75 2275 -92 4182.830615727588 4269.359241832386 50 TARGET 1 100 100 0.5 0.001 75 2275 -93 4178.723545678135 4264.56708688447 50 TARGET 1 100 100 0.5 0.001 75 2275 -94 4174.036844683817 4264.063935250947 50 TARGET 1 100 100 0.5 0.001 75 2275 -95 4178.833145912247 4257.277092211174 50 TARGET 1 100 100 0.5 0.001 75 2275 -96 4185.793867220381 4262.447265625 50 TARGET 1 100 100 0.5 0.001 75 2275 -97 4179.757288049768 4276.549405184659 50 TARGET 1 100 100 0.5 0.001 75 2275 -98 4176.869364215067 4268.667894767992 50 TARGET 1 100 100 0.5 0.001 75 2275 -99 4174.0718052925085 4266.056078361742 50 TARGET 1 100 100 0.5 0.001 75 2275 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_50bs_100e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_50bs_100e_0k_TARGET.tsv deleted file mode 100644 index 06f2155f3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_50bs_100e_0k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5375.277680779146 11451.666666666666 50 TARGET 1 100 100 0.0 0.001 75 9484 -1 4966.02220775463 9349.679036458334 50 TARGET 1 100 100 0.0 0.001 75 9484 -2 4753.432602391098 7744.196688565341 50 TARGET 1 100 100 0.0 0.001 75 9484 -3 4640.578813854693 7122.468172940341 50 TARGET 1 100 100 0.0 0.001 75 9484 -4 4551.960713909933 7895.013908617424 50 TARGET 1 100 100 0.0 0.001 75 9484 -5 4500.668971617214 5799.08349609375 50 TARGET 1 100 100 0.0 0.001 75 9484 -6 4479.608104153514 5269.561641808712 50 TARGET 1 100 100 0.0 0.001 75 9484 -7 4444.4470453230215 4861.226340553977 50 TARGET 1 100 100 0.0 0.001 75 9484 -8 4431.081912878788 4803.769945549242 50 TARGET 1 100 100 0.0 0.001 75 9484 -9 4412.560681686658 4792.533114346591 50 TARGET 1 100 100 0.0 0.001 75 9484 -10 4403.295905013679 4706.790379379735 50 TARGET 1 100 100 0.0 0.001 75 9484 -11 4397.569516782408 4645.539580374053 50 TARGET 1 100 100 0.0 0.001 75 9484 -12 4391.517413720539 4587.041947798295 50 TARGET 1 100 100 0.0 0.001 75 9484 -13 4377.676721643518 4587.441983309659 50 TARGET 1 100 100 0.0 0.001 75 9484 -14 4367.831801083754 4598.43408203125 50 TARGET 1 100 100 0.0 0.001 75 9484 -15 4353.986459648569 4544.993208451705 50 TARGET 1 100 100 0.0 0.001 75 9484 -16 4355.883330374053 4548.122144294508 50 TARGET 1 100 100 0.0 0.001 75 9484 -17 4354.000731599853 4526.942604758523 50 TARGET 1 100 100 0.0 0.001 75 9484 -18 4337.630168876262 4465.86553030303 50 TARGET 1 100 100 0.0 0.001 75 9484 -19 4336.875373198127 4457.16181344697 50 TARGET 1 100 100 0.0 0.001 75 9484 -20 4337.400058527988 4466.762724905303 50 TARGET 1 100 100 0.0 0.001 75 9484 -21 4325.91871021412 4467.691495028409 50 TARGET 1 100 100 0.0 0.001 75 9484 -22 4322.794719657512 4443.370827414773 50 TARGET 1 100 100 0.0 0.001 75 9484 -23 4320.169361255787 4427.11054391572 50 TARGET 1 100 100 0.0 0.001 75 9484 -24 4310.16983967277 4399.54267282197 50 TARGET 1 100 100 0.0 0.001 75 9484 -25 4309.564086503051 4451.935043797348 50 TARGET 1 100 100 0.0 0.001 75 9484 -26 4305.853632352168 4399.752352627841 50 TARGET 1 100 100 0.0 0.001 75 9484 -27 4298.502383864688 4363.727494673295 50 TARGET 1 100 100 0.0 0.001 75 9484 -28 4306.222118647412 4381.840450402462 50 TARGET 1 100 100 0.0 0.001 75 9484 -29 4289.221128932555 4358.872543797348 50 TARGET 1 100 100 0.0 0.001 75 9484 -30 4295.302934948443 4413.594475023674 50 TARGET 1 100 100 0.0 0.001 75 9484 -31 4290.103578098695 4399.782256155303 50 TARGET 1 100 100 0.0 0.001 75 9484 -32 4282.77717605745 4336.876997514205 50 TARGET 1 100 100 0.0 0.001 75 9484 -33 4277.430690367214 4329.222611860795 50 TARGET 1 100 100 0.0 0.001 75 9484 -34 4269.7178046743475 4346.77880859375 50 TARGET 1 100 100 0.0 0.001 75 9484 -35 4273.0521852640995 4319.890151515152 50 TARGET 1 100 100 0.0 0.001 75 9484 -36 4270.157606336806 4332.196762547348 50 TARGET 1 100 100 0.0 0.001 75 9484 -37 4271.2668695417715 4349.850615530303 50 TARGET 1 100 100 0.0 0.001 75 9484 -38 4271.497831505156 4333.038929332386 50 TARGET 1 100 100 0.0 0.001 75 9484 -39 4258.210419625947 4316.802941524621 50 TARGET 1 100 100 0.0 0.001 75 9484 -40 4254.691353640573 4374.310872395833 50 TARGET 1 100 100 0.0 0.001 75 9484 -41 4255.992325599747 4349.417051373106 50 TARGET 1 100 100 0.0 0.001 75 9484 -42 4256.541770241477 4345.897490530303 50 TARGET 1 100 100 0.0 0.001 75 9484 -43 4245.65036925242 4321.437056107955 50 TARGET 1 100 100 0.0 0.001 75 9484 -44 4246.173359572285 4333.304080847538 50 TARGET 1 100 100 0.0 0.001 75 9484 -45 4243.5596607349535 4317.200091737689 50 TARGET 1 100 100 0.0 0.001 75 9484 -46 4242.130341500947 4312.158232717803 50 TARGET 1 100 100 0.0 0.001 75 9484 -47 4240.337667034933 4316.948064630682 50 TARGET 1 100 100 0.0 0.001 75 9484 -48 4238.481341737689 4308.996034564394 50 TARGET 1 100 100 0.0 0.001 75 9484 -49 4237.176156092171 4309.623046875 50 TARGET 1 100 100 0.0 0.001 75 9484 -50 4234.084068221276 4307.234981652462 50 TARGET 1 100 100 0.0 0.001 75 9484 -51 4230.521568221276 4306.775005918561 50 TARGET 1 100 100 0.0 0.001 75 9484 -52 4224.231458464857 4293.008389559659 50 TARGET 1 100 100 0.0 0.001 75 9484 -53 4225.478163799453 4296.924198035038 50 TARGET 1 100 100 0.0 0.001 75 9484 -54 4227.020938552188 4328.208984375 50 TARGET 1 100 100 0.0 0.001 75 9484 -55 4229.1752025462965 4276.700298887311 50 TARGET 1 100 100 0.0 0.001 75 9484 -56 4228.819424715909 4293.544211647727 50 TARGET 1 100 100 0.0 0.001 75 9484 -57 4219.3730156381525 4276.479477391098 50 TARGET 1 100 100 0.0 0.001 75 9484 -58 4219.834990530303 4285.036369554924 50 TARGET 1 100 100 0.0 0.001 75 9484 -59 4220.4902064262415 4305.249274976326 50 TARGET 1 100 100 0.0 0.001 75 9484 -60 4215.937136666141 4303.279430042614 50 TARGET 1 100 100 0.0 0.001 75 9484 -61 4215.797407670455 4286.538648200758 50 TARGET 1 100 100 0.0 0.001 75 9484 -62 4218.213832662563 4278.213216145833 50 TARGET 1 100 100 0.0 0.001 75 9484 -63 4208.11693431713 4293.512354995265 50 TARGET 1 100 100 0.0 0.001 75 9484 -64 4210.0944289904255 4293.476473721591 50 TARGET 1 100 100 0.0 0.001 75 9484 -65 4206.235682015467 4268.032078598485 50 TARGET 1 100 100 0.0 0.001 75 9484 -66 4205.023708767361 4328.149665601326 50 TARGET 1 100 100 0.0 0.001 75 9484 -67 4205.127647733849 4281.967373934659 50 TARGET 1 100 100 0.0 0.001 75 9484 -68 4202.479615490846 4270.261067708333 50 TARGET 1 100 100 0.0 0.001 75 9484 -69 4200.402029737479 4280.48027639678 50 TARGET 1 100 100 0.0 0.001 75 9484 -70 4204.75979028567 4276.493785511364 50 TARGET 1 100 100 0.0 0.001 75 9484 -71 4203.192081952336 4278.619081439394 50 TARGET 1 100 100 0.0 0.001 75 9484 -72 4204.393288352273 4270.171875 50 TARGET 1 100 100 0.0 0.001 75 9484 -73 4201.983253761574 4278.065000591856 50 TARGET 1 100 100 0.0 0.001 75 9484 -74 4203.015238649516 4271.89482717803 50 TARGET 1 100 100 0.0 0.001 75 9484 -75 4194.309340146254 4285.415394176136 50 TARGET 1 100 100 0.0 0.001 75 9484 -76 4191.033628932555 4280.832726680871 50 TARGET 1 100 100 0.0 0.001 75 9484 -77 4195.699447272201 4271.098351680871 50 TARGET 1 100 100 0.0 0.001 75 9484 -78 4197.629135594223 4275.717433120265 50 TARGET 1 100 100 0.0 0.001 75 9484 -79 4188.903272635206 4282.748446377841 50 TARGET 1 100 100 0.0 0.001 75 9484 -80 4189.73250736532 4266.467625473485 50 TARGET 1 100 100 0.0 0.001 75 9484 -81 4190.959494850852 4248.578776041667 50 TARGET 1 100 100 0.0 0.001 75 9484 -82 4189.871953585332 4294.246715198864 50 TARGET 1 100 100 0.0 0.001 75 9484 -83 4195.418484157986 4271.569927793561 50 TARGET 1 100 100 0.0 0.001 75 9484 -84 4195.759778777357 4257.207785866477 50 TARGET 1 100 100 0.0 0.001 75 9484 -85 4188.968117042824 4262.681906960227 50 TARGET 1 100 100 0.0 0.001 75 9484 -86 4182.831255260943 4271.473085345644 50 TARGET 1 100 100 0.0 0.001 75 9484 -87 4180.012672295876 4261.914151278409 50 TARGET 1 100 100 0.0 0.001 75 9484 -88 4179.109506523569 4257.110203598485 50 TARGET 1 100 100 0.0 0.001 75 9484 -89 4187.046743476431 4267.462002840909 50 TARGET 1 100 100 0.0 0.001 75 9484 -90 4176.124992601799 4262.324337121212 50 TARGET 1 100 100 0.0 0.001 75 9484 -91 4181.720657091751 4251.748609138258 50 TARGET 1 100 100 0.0 0.001 75 9484 -92 4182.762660787563 4258.781397964015 50 TARGET 1 100 100 0.0 0.001 75 9484 -93 4177.884113761311 4279.460064512311 50 TARGET 1 100 100 0.0 0.001 75 9484 -94 4177.50613393045 4263.941716974432 50 TARGET 1 100 100 0.0 0.001 75 9484 -95 4179.256019669349 4262.719563802083 50 TARGET 1 100 100 0.0 0.001 75 9484 -96 4175.231369686448 4264.802837949811 50 TARGET 1 100 100 0.0 0.001 75 9484 -97 4173.683613478535 4283.697576349432 50 TARGET 1 100 100 0.0 0.001 75 9484 -98 4175.451285314079 4258.986313328598 50 TARGET 1 100 100 0.0 0.001 75 9484 -99 4177.552832195654 4269.625458688447 50 TARGET 1 100 100 0.0 0.001 75 9484 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_50bs_100e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_50bs_100e_1k_TARGET.tsv deleted file mode 100644 index 6ef36ad90..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_50bs_100e_1k_TARGET.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5347.197952835648 10889.53018465909 50 TARGET 1 100 100 1.0 0.001 75 2360 -1 4940.012590093645 11490.00526751894 50 TARGET 1 100 100 1.0 0.001 75 2360 -2 4715.717318037142 10374.56288470644 50 TARGET 1 100 100 1.0 0.001 75 2360 -3 4608.538935908565 6975.811834161932 50 TARGET 1 100 100 1.0 0.001 75 2360 -4 4560.416582820391 6196.414417613636 50 TARGET 1 100 100 1.0 0.001 75 2360 -5 4516.451887034406 4940.071377840909 50 TARGET 1 100 100 1.0 0.001 75 2360 -6 4488.524660669192 4822.720806699811 50 TARGET 1 100 100 1.0 0.001 75 2360 -7 4464.524825073653 4549.168960108902 50 TARGET 1 100 100 1.0 0.001 75 2360 -8 4442.616567695181 4623.366092566288 50 TARGET 1 100 100 1.0 0.001 75 2360 -9 4423.498081399937 4679.590761126894 50 TARGET 1 100 100 1.0 0.001 75 2360 -10 4421.954933449074 4530.250547466856 50 TARGET 1 100 100 1.0 0.001 75 2360 -11 4410.156001749264 4528.964089133523 50 TARGET 1 100 100 1.0 0.001 75 2360 -12 4399.786678635312 4529.529859138258 50 TARGET 1 100 100 1.0 0.001 75 2360 -13 4385.8712433580595 4545.83564157197 50 TARGET 1 100 100 1.0 0.001 75 2360 -14 4395.704861111111 4439.570815577652 50 TARGET 1 100 100 1.0 0.001 75 2360 -15 4372.977103390677 4430.555649266098 50 TARGET 1 100 100 1.0 0.001 75 2360 -16 4373.653118095012 4376.779696377841 50 TARGET 1 100 100 1.0 0.001 75 2360 -17 4364.384479561238 4367.573848839962 50 TARGET 1 100 100 1.0 0.001 75 2360 -18 4357.229497119634 4294.112911339962 50 TARGET 1 100 100 1.0 0.001 75 2360 -19 4346.536948258628 4345.599431818182 50 TARGET 1 100 100 1.0 0.001 75 2360 -20 4339.994040338279 4270.858132102273 50 TARGET 1 100 100 1.0 0.001 75 2360 -21 4336.604942655724 4275.625961766098 50 TARGET 1 100 100 1.0 0.001 75 2360 -22 4336.482617516309 4293.852761008523 50 TARGET 1 100 100 1.0 0.001 75 2360 -23 4331.71688236532 4274.183682528409 50 TARGET 1 100 100 1.0 0.001 75 2360 -24 4328.93406065867 4262.306566642992 50 TARGET 1 100 100 1.0 0.001 75 2360 -25 4323.368226536195 4269.022727272727 50 TARGET 1 100 100 1.0 0.001 75 2360 -26 4315.962908709491 4239.965701941288 50 TARGET 1 100 100 1.0 0.001 75 2360 -27 4313.90735479798 4223.503847064394 50 TARGET 1 100 100 1.0 0.001 75 2360 -28 4305.73258956755 4221.540912050189 50 TARGET 1 100 100 1.0 0.001 75 2360 -29 4310.7473086989685 4248.158203125 50 TARGET 1 100 100 1.0 0.001 75 2360 -30 4297.49781177662 4209.065740411932 50 TARGET 1 100 100 1.0 0.001 75 2360 -31 4298.817077020202 4208.57099313447 50 TARGET 1 100 100 1.0 0.001 75 2360 -32 4288.107647109112 4242.325713186553 50 TARGET 1 100 100 1.0 0.001 75 2360 -33 4288.226781157933 4203.939171993371 50 TARGET 1 100 100 1.0 0.001 75 2360 -34 4299.550330781776 4203.532448508523 50 TARGET 1 100 100 1.0 0.001 75 2360 -35 4282.658042008628 4197.819202769886 50 TARGET 1 100 100 1.0 0.001 75 2360 -36 4279.682587594697 4205.086100260417 50 TARGET 1 100 100 1.0 0.001 75 2360 -37 4275.077584109323 4226.445519649621 50 TARGET 1 100 100 1.0 0.001 75 2360 -38 4275.154334688026 4233.617927320076 50 TARGET 1 100 100 1.0 0.001 75 2360 -39 4277.514592539983 4210.065873579545 50 TARGET 1 100 100 1.0 0.001 75 2360 -40 4264.384612728851 4196.869022253788 50 TARGET 1 100 100 1.0 0.001 75 2360 -41 4263.748498987268 4236.183993252841 50 TARGET 1 100 100 1.0 0.001 75 2360 -42 4264.060615924874 4195.223529237689 50 TARGET 1 100 100 1.0 0.001 75 2360 -43 4259.238154658565 4180.026130445076 50 TARGET 1 100 100 1.0 0.001 75 2360 -44 4258.636473787353 4197.521144057765 50 TARGET 1 100 100 1.0 0.001 75 2360 -45 4261.127541692971 4197.558549360795 50 TARGET 1 100 100 1.0 0.001 75 2360 -46 4259.218894675926 4171.554509943182 50 TARGET 1 100 100 1.0 0.001 75 2360 -47 4253.6292268387 4179.365929805871 50 TARGET 1 100 100 1.0 0.001 75 2360 -48 4247.202983612164 4173.032241358902 50 TARGET 1 100 100 1.0 0.001 75 2360 -49 4250.45174235848 4187.460286458333 50 TARGET 1 100 100 1.0 0.001 75 2360 -50 4249.0784932659935 4180.433741714015 50 TARGET 1 100 100 1.0 0.001 75 2360 -51 4246.615964330808 4186.566569010417 50 TARGET 1 100 100 1.0 0.001 75 2360 -52 4246.568303477483 4194.128432765152 50 TARGET 1 100 100 1.0 0.001 75 2360 -53 4240.189606021149 4208.798842921402 50 TARGET 1 100 100 1.0 0.001 75 2360 -54 4239.614897345854 4165.742320667614 50 TARGET 1 100 100 1.0 0.001 75 2360 -55 4240.858451046927 4193.240145596591 50 TARGET 1 100 100 1.0 0.001 75 2360 -56 4236.422159419718 4183.080152107008 50 TARGET 1 100 100 1.0 0.001 75 2360 -57 4233.21492595223 4174.746981534091 50 TARGET 1 100 100 1.0 0.001 75 2360 -58 4236.787870567656 4157.148289535985 50 TARGET 1 100 100 1.0 0.001 75 2360 -59 4233.08058777883 4163.953598484848 50 TARGET 1 100 100 1.0 0.001 75 2360 -60 4237.367388073443 4163.66083688447 50 TARGET 1 100 100 1.0 0.001 75 2360 -61 4222.532042429503 4179.61347360322 50 TARGET 1 100 100 1.0 0.001 75 2360 -62 4232.09064933186 4169.457208806818 50 TARGET 1 100 100 1.0 0.001 75 2360 -63 4219.536750973274 4171.534416429924 50 TARGET 1 100 100 1.0 0.001 75 2360 -64 4220.884971130577 4185.350822679924 50 TARGET 1 100 100 1.0 0.001 75 2360 -65 4229.372310343014 4162.515092329545 50 TARGET 1 100 100 1.0 0.001 75 2360 -66 4225.537431607744 4162.98486328125 50 TARGET 1 100 100 1.0 0.001 75 2360 -67 4217.08878498527 4161.101666074811 50 TARGET 1 100 100 1.0 0.001 75 2360 -68 4222.854138717908 4152.247099905303 50 TARGET 1 100 100 1.0 0.001 75 2360 -69 4231.919639099327 4155.458703243371 50 TARGET 1 100 100 1.0 0.001 75 2360 -70 4212.932566222117 4154.849135890152 50 TARGET 1 100 100 1.0 0.001 75 2360 -71 4218.424000749685 4144.418220288826 50 TARGET 1 100 100 1.0 0.001 75 2360 -72 4207.250496501473 4159.396839488636 50 TARGET 1 100 100 1.0 0.001 75 2360 -73 4212.095463094486 4177.386763139205 50 TARGET 1 100 100 1.0 0.001 75 2360 -74 4215.721750381418 4212.265047940341 50 TARGET 1 100 100 1.0 0.001 75 2360 -75 4214.558108756839 4154.88788766572 50 TARGET 1 100 100 1.0 0.001 75 2360 -76 4206.233720670244 4160.013568300189 50 TARGET 1 100 100 1.0 0.001 75 2360 -77 4209.233940972223 4153.196437026515 50 TARGET 1 100 100 1.0 0.001 75 2360 -78 4207.770874434449 4140.615826231061 50 TARGET 1 100 100 1.0 0.001 75 2360 -79 4207.937970196759 4155.454915364583 50 TARGET 1 100 100 1.0 0.001 75 2360 -80 4202.187116937605 4147.810724431818 50 TARGET 1 100 100 1.0 0.001 75 2360 -81 4204.162055121527 4150.854137073864 50 TARGET 1 100 100 1.0 0.001 75 2360 -82 4206.586095328283 4150.887665719697 50 TARGET 1 100 100 1.0 0.001 75 2360 -83 4212.047241621949 4158.941983309659 50 TARGET 1 100 100 1.0 0.001 75 2360 -84 4199.421697443182 4158.914462002841 50 TARGET 1 100 100 1.0 0.001 75 2360 -85 4200.560091474642 4163.315666429924 50 TARGET 1 100 100 1.0 0.001 75 2360 -86 4196.013931634049 4140.009440104167 50 TARGET 1 100 100 1.0 0.001 75 2360 -87 4197.108752729114 4146.208910392992 50 TARGET 1 100 100 1.0 0.001 75 2360 -88 4198.155595670244 4146.693374171402 50 TARGET 1 100 100 1.0 0.001 75 2360 -89 4199.141966540404 4134.554376775568 50 TARGET 1 100 100 1.0 0.001 75 2360 -90 4195.900616681134 4148.702784682765 50 TARGET 1 100 100 1.0 0.001 75 2360 -91 4188.8860216750845 4138.655850497159 50 TARGET 1 100 100 1.0 0.001 75 2360 -92 4188.862779816393 4151.219549005682 50 TARGET 1 100 100 1.0 0.001 75 2360 -93 4193.464371909196 4127.014885179924 50 TARGET 1 100 100 1.0 0.001 75 2360 -94 4193.62702464094 4159.321570194129 50 TARGET 1 100 100 1.0 0.001 75 2360 -95 4194.749889849011 4150.019220525568 50 TARGET 1 100 100 1.0 0.001 75 2360 -96 4190.987515125211 4132.64892578125 50 TARGET 1 100 100 1.0 0.001 75 2360 -97 4185.526299781671 4136.567619554924 50 TARGET 1 100 100 1.0 0.001 75 2360 -98 4189.272035129945 4142.053326231061 50 TARGET 1 100 100 1.0 0.001 75 2360 -99 4180.689309271096 4134.334457859848 50 TARGET 1 100 100 1.0 0.001 75 2360 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_50bs_50e_0.5k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_50bs_50e_0.5k_TARGET.tsv deleted file mode 100644 index 678f0123e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_50bs_50e_0.5k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5356.909552885627 14350.433623342804 50 TARGET 1 50 100 0.5 0.001 75 120 -1 4950.356142808291 13827.975082859848 50 TARGET 1 50 100 0.5 0.001 75 120 -2 4724.164909182976 8388.363429214016 50 TARGET 1 50 100 0.5 0.001 75 120 -3 4626.582105232008 10498.551313920454 50 TARGET 1 50 100 0.5 0.001 75 120 -4 4570.482362689394 7385.771883877841 50 TARGET 1 50 100 0.5 0.001 75 120 -5 4504.545184922138 5471.312825520833 50 TARGET 1 50 100 0.5 0.001 75 120 -6 4476.199669218224 5003.127559777462 50 TARGET 1 50 100 0.5 0.001 75 120 -7 4472.3336868029255 4843.793678977273 50 TARGET 1 50 100 0.5 0.001 75 120 -8 4439.039389664878 4820.517888849432 50 TARGET 1 50 100 0.5 0.001 75 120 -9 4421.527672558923 4799.031679095644 50 TARGET 1 50 100 0.5 0.001 75 120 -10 4435.061755247791 4668.395004734848 50 TARGET 1 50 100 0.5 0.001 75 120 -11 4414.1343085805975 4604.470436789773 50 TARGET 1 50 100 0.5 0.001 75 120 -12 4404.273830426662 4602.905894886364 50 TARGET 1 50 100 0.5 0.001 75 120 -13 4383.17340396149 4604.511585582386 50 TARGET 1 50 100 0.5 0.001 75 120 -14 4368.659556173717 4492.659919507576 50 TARGET 1 50 100 0.5 0.001 75 120 -15 4365.727933633207 4451.989894057765 50 TARGET 1 50 100 0.5 0.001 75 120 -16 4355.945422650989 4461.829367897727 50 TARGET 1 50 100 0.5 0.001 75 120 -17 4357.564416956018 4437.311730587121 50 TARGET 1 50 100 0.5 0.001 75 120 -18 4360.038082649411 4388.092403527462 50 TARGET 1 50 100 0.5 0.001 75 120 -19 4336.635051688762 4366.981622869318 50 TARGET 1 50 100 0.5 0.001 75 120 -20 4341.237697614162 4379.066465435606 50 TARGET 1 50 100 0.5 0.001 75 120 -21 4341.31744693024 4340.654666785038 50 TARGET 1 50 100 0.5 0.001 75 120 -22 4329.639664877946 4323.310916785038 50 TARGET 1 50 100 0.5 0.001 75 120 -23 4322.610594881103 4325.700964725379 50 TARGET 1 50 100 0.5 0.001 75 120 -24 4319.876341540404 4347.296179569129 50 TARGET 1 50 100 0.5 0.001 75 120 -25 4324.874840527673 4333.289595170455 50 TARGET 1 50 100 0.5 0.001 75 120 -26 4319.38395675505 4313.603175307765 50 TARGET 1 50 100 0.5 0.001 75 120 -27 4305.163819181397 4296.415201822917 50 TARGET 1 50 100 0.5 0.001 75 120 -28 4305.934465093645 4290.892045454545 50 TARGET 1 50 100 0.5 0.001 75 120 -29 4304.957542547874 4274.187455610795 50 TARGET 1 50 100 0.5 0.001 75 120 -30 4302.517721156882 4294.14423532197 50 TARGET 1 50 100 0.5 0.001 75 120 -31 4293.231333517467 4285.098706794508 50 TARGET 1 50 100 0.5 0.001 75 120 -32 4289.02628498527 4287.398363517992 50 TARGET 1 50 100 0.5 0.001 75 120 -33 4285.284526580914 4291.681522253788 50 TARGET 1 50 100 0.5 0.001 75 120 -34 4282.656675807555 4294.130607836174 50 TARGET 1 50 100 0.5 0.001 75 120 -35 4273.497017703073 4293.04082327178 50 TARGET 1 50 100 0.5 0.001 75 120 -36 4269.810407131208 4277.979847301136 50 TARGET 1 50 100 0.5 0.001 75 120 -37 4272.313884285564 4287.551728219697 50 TARGET 1 50 100 0.5 0.001 75 120 -38 4262.911119660143 4278.294374408144 50 TARGET 1 50 100 0.5 0.001 75 120 -39 4261.929246896044 4266.380385890152 50 TARGET 1 50 100 0.5 0.001 75 120 -40 4260.448700875947 4284.952784682765 50 TARGET 1 50 100 0.5 0.001 75 120 -41 4269.938381207912 4287.930501302083 50 TARGET 1 50 100 0.5 0.001 75 120 -42 4265.328108559554 4278.46259469697 50 TARGET 1 50 100 0.5 0.001 75 120 -43 4252.065796309449 4268.192811908144 50 TARGET 1 50 100 0.5 0.001 75 120 -44 4259.788577506839 4282.283558238636 50 TARGET 1 50 100 0.5 0.001 75 120 -45 4251.6403866135315 4260.845954663826 50 TARGET 1 50 100 0.5 0.001 75 120 -46 4247.287609164562 4259.594963304924 50 TARGET 1 50 100 0.5 0.001 75 120 -47 4244.063979640152 4254.356519294508 50 TARGET 1 50 100 0.5 0.001 75 120 -48 4245.072701296823 4263.991654829545 50 TARGET 1 50 100 0.5 0.001 75 120 -49 4239.744679871633 4249.075047348485 50 TARGET 1 50 100 0.5 0.001 75 120 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_50bs_50e_0k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_50bs_50e_0k_TARGET.tsv deleted file mode 100644 index 46428bec8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_50bs_50e_0k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5374.715512876158 11476.022135416666 50 TARGET 1 50 100 0.0 0.001 75 1843 -1 4967.931425255156 10152.26239938447 50 TARGET 1 50 100 0.0 0.001 75 1843 -2 4753.120505182029 7794.035392992424 50 TARGET 1 50 100 0.0 0.001 75 1843 -3 4641.300965382997 7108.914166074811 50 TARGET 1 50 100 0.0 0.001 75 1843 -4 4570.042623500632 11776.238162878788 50 TARGET 1 50 100 0.0 0.001 75 1843 -5 4519.922974865846 7611.160674124053 50 TARGET 1 50 100 0.0 0.001 75 1843 -6 4479.005239570181 6214.226488517992 50 TARGET 1 50 100 0.0 0.001 75 1843 -7 4459.646269005156 5580.891631155303 50 TARGET 1 50 100 0.0 0.001 75 1843 -8 4447.670906657723 5045.752278645833 50 TARGET 1 50 100 0.0 0.001 75 1843 -9 4434.326683172874 5213.954515861742 50 TARGET 1 50 100 0.0 0.001 75 1843 -10 4414.589311079545 4795.681906960227 50 TARGET 1 50 100 0.0 0.001 75 1843 -11 4407.346796414668 4625.164092092803 50 TARGET 1 50 100 0.0 0.001 75 1843 -12 4390.630699902673 4572.066628196023 50 TARGET 1 50 100 0.0 0.001 75 1843 -13 4384.760939472853 4518.757782907197 50 TARGET 1 50 100 0.0 0.001 75 1843 -14 4382.461682252209 4559.550840435606 50 TARGET 1 50 100 0.0 0.001 75 1843 -15 4366.167626788721 4516.020433830492 50 TARGET 1 50 100 0.0 0.001 75 1843 -16 4357.941064288721 4487.293383049242 50 TARGET 1 50 100 0.0 0.001 75 1843 -17 4343.682322903514 4432.380533854167 50 TARGET 1 50 100 0.0 0.001 75 1843 -18 4355.168006563026 4444.317027698864 50 TARGET 1 50 100 0.0 0.001 75 1843 -19 4351.108745330914 4405.760490648674 50 TARGET 1 50 100 0.0 0.001 75 1843 -20 4329.434101759785 4449.42558889678 50 TARGET 1 50 100 0.0 0.001 75 1843 -21 4328.915589817445 4377.792939157197 50 TARGET 1 50 100 0.0 0.001 75 1843 -22 4327.918466895518 4366.325535629735 50 TARGET 1 50 100 0.0 0.001 75 1843 -23 4329.091331610374 4367.294833096591 50 TARGET 1 50 100 0.0 0.001 75 1843 -24 4312.670133956755 4350.138242779356 50 TARGET 1 50 100 0.0 0.001 75 1843 -25 4311.876989293982 4355.771321614583 50 TARGET 1 50 100 0.0 0.001 75 1843 -26 4307.294994212963 4352.14189749053 50 TARGET 1 50 100 0.0 0.001 75 1843 -27 4303.428610650779 4351.294492779356 50 TARGET 1 50 100 0.0 0.001 75 1843 -28 4303.918123290194 4351.12920217803 50 TARGET 1 50 100 0.0 0.001 75 1843 -29 4295.24704893992 4305.740678267045 50 TARGET 1 50 100 0.0 0.001 75 1843 -30 4298.633330374053 4334.920247395833 50 TARGET 1 50 100 0.0 0.001 75 1843 -31 4283.701046927609 4322.282152580492 50 TARGET 1 50 100 0.0 0.001 75 1843 -32 4282.179960411406 4301.413189512311 50 TARGET 1 50 100 0.0 0.001 75 1843 -33 4284.406526199495 4310.205773555871 50 TARGET 1 50 100 0.0 0.001 75 1843 -34 4278.502004090383 4328.323700875947 50 TARGET 1 50 100 0.0 0.001 75 1843 -35 4275.422205452967 4306.156693892045 50 TARGET 1 50 100 0.0 0.001 75 1843 -36 4265.2330893571125 4291.854580965909 50 TARGET 1 50 100 0.0 0.001 75 1843 -37 4277.417080965909 4317.937677556818 50 TARGET 1 50 100 0.0 0.001 75 1843 -38 4273.27335200968 4292.372721354167 50 TARGET 1 50 100 0.0 0.001 75 1843 -39 4261.3785083912035 4308.453051017992 50 TARGET 1 50 100 0.0 0.001 75 1843 -40 4260.563243108165 4291.476636482008 50 TARGET 1 50 100 0.0 0.001 75 1843 -41 4257.43894018308 4308.618489583333 50 TARGET 1 50 100 0.0 0.001 75 1843 -42 4258.0122382680975 4284.890269886364 50 TARGET 1 50 100 0.0 0.001 75 1843 -43 4250.97199698811 4272.259632457386 50 TARGET 1 50 100 0.0 0.001 75 1843 -44 4253.27812795928 4281.461085464015 50 TARGET 1 50 100 0.0 0.001 75 1843 -45 4250.370909617003 4289.078835227273 50 TARGET 1 50 100 0.0 0.001 75 1843 -46 4249.60035083912 4291.093661221591 50 TARGET 1 50 100 0.0 0.001 75 1843 -47 4241.539189091435 4287.763657078598 50 TARGET 1 50 100 0.0 0.001 75 1843 -48 4240.2665999184555 4270.450106534091 50 TARGET 1 50 100 0.0 0.001 75 1843 -49 4244.548305318813 4272.78056936553 50 TARGET 1 50 100 0.0 0.001 75 1843 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_50bs_50e_1k_TARGET.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_50bs_50e_1k_TARGET.tsv deleted file mode 100644 index bd973ae12..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TARGET/paramsweep_75z_0.001lr_50bs_50e_1k_TARGET.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5350.790481310501 12913.712032433712 50 TARGET 1 50 100 1.0 0.001 75 4164 -1 4931.278185500842 11620.452030066288 50 TARGET 1 50 100 1.0 0.001 75 4164 -2 4713.548793600063 7441.947280421402 50 TARGET 1 50 100 1.0 0.001 75 4164 -3 4600.172678937815 5733.881022135417 50 TARGET 1 50 100 1.0 0.001 75 4164 -4 4537.468057857218 5496.011555989583 50 TARGET 1 50 100 1.0 0.001 75 4164 -5 4498.976056134259 5383.860410748106 50 TARGET 1 50 100 1.0 0.001 75 4164 -6 4474.856262823548 5055.140462239583 50 TARGET 1 50 100 1.0 0.001 75 4164 -7 4438.616158328073 4923.063299005682 50 TARGET 1 50 100 1.0 0.001 75 4164 -8 4425.414171006944 5016.163500236742 50 TARGET 1 50 100 1.0 0.001 75 4164 -9 4410.60691222117 4679.827592329545 50 TARGET 1 50 100 1.0 0.001 75 4164 -10 4397.103609335543 4554.410274621212 50 TARGET 1 50 100 1.0 0.001 75 4164 -11 4397.858717382155 4526.643510298295 50 TARGET 1 50 100 1.0 0.001 75 4164 -12 4382.823904737479 4536.367128314394 50 TARGET 1 50 100 1.0 0.001 75 4164 -13 4377.864622790404 4749.300840435606 50 TARGET 1 50 100 1.0 0.001 75 4164 -14 4377.191795888573 4495.944809422348 50 TARGET 1 50 100 1.0 0.001 75 4164 -15 4364.350058199179 4492.728545217803 50 TARGET 1 50 100 1.0 0.001 75 4164 -16 4362.21552438447 4468.323168205492 50 TARGET 1 50 100 1.0 0.001 75 4164 -17 4349.248096196338 4424.019560842803 50 TARGET 1 50 100 1.0 0.001 75 4164 -18 4342.0928342671505 4481.053681344697 50 TARGET 1 50 100 1.0 0.001 75 4164 -19 4348.228471235795 4423.950032552083 50 TARGET 1 50 100 1.0 0.001 75 4164 -20 4329.409284906355 4395.831661339962 50 TARGET 1 50 100 1.0 0.001 75 4164 -21 4331.720491043245 4342.94550485322 50 TARGET 1 50 100 1.0 0.001 75 4164 -22 4331.062149818497 4415.154326467803 50 TARGET 1 50 100 1.0 0.001 75 4164 -23 4318.685778685291 4359.712520714962 50 TARGET 1 50 100 1.0 0.001 75 4164 -24 4321.679776278409 4400.398822206439 50 TARGET 1 50 100 1.0 0.001 75 4164 -25 4301.6252498947815 4338.463600852273 50 TARGET 1 50 100 1.0 0.001 75 4164 -26 4310.2728292034935 4322.002219460227 50 TARGET 1 50 100 1.0 0.001 75 4164 -27 4302.494166929714 4303.795558120265 50 TARGET 1 50 100 1.0 0.001 75 4164 -28 4298.776326086385 4319.922585227273 50 TARGET 1 50 100 1.0 0.001 75 4164 -29 4294.168290982744 4297.429850260417 50 TARGET 1 50 100 1.0 0.001 75 4164 -30 4290.858945904356 4323.025893702652 50 TARGET 1 50 100 1.0 0.001 75 4164 -31 4280.473008075547 4284.679791074811 50 TARGET 1 50 100 1.0 0.001 75 4164 -32 4281.319373750526 4300.685073390152 50 TARGET 1 50 100 1.0 0.001 75 4164 -33 4276.355705492424 4312.600127249053 50 TARGET 1 50 100 1.0 0.001 75 4164 -34 4279.995222406355 4296.740545099432 50 TARGET 1 50 100 1.0 0.001 75 4164 -35 4275.920454545455 4295.211248224432 50 TARGET 1 50 100 1.0 0.001 75 4164 -36 4267.375300860164 4286.062440814394 50 TARGET 1 50 100 1.0 0.001 75 4164 -37 4260.197721025358 4314.064823035038 50 TARGET 1 50 100 1.0 0.001 75 4164 -38 4265.860596525147 4278.628447561553 50 TARGET 1 50 100 1.0 0.001 75 4164 -39 4267.663717250632 4328.645330255682 50 TARGET 1 50 100 1.0 0.001 75 4164 -40 4264.829770688658 4301.933223839962 50 TARGET 1 50 100 1.0 0.001 75 4164 -41 4261.694778185501 4327.04131155303 50 TARGET 1 50 100 1.0 0.001 75 4164 -42 4267.931941485164 4285.045055042614 50 TARGET 1 50 100 1.0 0.001 75 4164 -43 4255.490934738005 4281.302793560606 50 TARGET 1 50 100 1.0 0.001 75 4164 -44 4249.00594486532 4273.651278409091 50 TARGET 1 50 100 1.0 0.001 75 4164 -45 4247.853420270412 4278.896321614583 50 TARGET 1 50 100 1.0 0.001 75 4164 -46 4249.022743713173 4263.47431344697 50 TARGET 1 50 100 1.0 0.001 75 4164 -47 4243.378194378683 4293.062855113636 50 TARGET 1 50 100 1.0 0.001 75 4164 -48 4245.137261284723 4278.382546164773 50 TARGET 1 50 100 1.0 0.001 75 4164 -49 4240.12512823548 4256.784238873106 50 TARGET 1 50 100 1.0 0.001 75 4164 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index ed781ae89..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3569.746667217498 4461.661930256752 100 TCGA 1 100 100 0.5 0.0005 100 8240 -1 2218.4840661112867 3005.0389189600346 100 TCGA 1 100 100 0.5 0.0005 100 8240 -2 2048.176358818755 2205.7911873822236 100 TCGA 1 100 100 0.5 0.0005 100 8240 -3 1999.771770740862 2177.313241009736 100 TCGA 1 100 100 0.5 0.0005 100 8240 -4 1977.556946243608 1989.7800795972048 100 TCGA 1 100 100 0.5 0.0005 100 8240 -5 1960.9722159575479 2012.8617440228486 100 TCGA 1 100 100 0.5 0.0005 100 8240 -6 1949.3432068491052 1964.4318228103407 100 TCGA 1 100 100 0.5 0.0005 100 8240 -7 1939.3244293720438 1934.827918277913 100 TCGA 1 100 100 0.5 0.0005 100 8240 -8 1930.5078326656505 1945.8784725630103 100 TCGA 1 100 100 0.5 0.0005 100 8240 -9 1924.0280861593221 1947.4108573875235 100 TCGA 1 100 100 0.5 0.0005 100 8240 -10 1919.1134935343475 1913.192109841198 100 TCGA 1 100 100 0.5 0.0005 100 8240 -11 1913.3736750895137 1919.8596559457444 100 TCGA 1 100 100 0.5 0.0005 100 8240 -12 1908.3697613863983 1909.926385467376 100 TCGA 1 100 100 0.5 0.0005 100 8240 -13 1904.4236754383248 1920.343523648516 100 TCGA 1 100 100 0.5 0.0005 100 8240 -14 1900.8127945683766 1910.3037152314305 100 TCGA 1 100 100 0.5 0.0005 100 8240 -15 1896.9392716068949 1896.192099413081 100 TCGA 1 100 100 0.5 0.0005 100 8240 -16 1893.6093244496194 1889.7261012091708 100 TCGA 1 100 100 0.5 0.0005 100 8240 -17 1891.125646949493 1895.7146805806376 100 TCGA 1 100 100 0.5 0.0005 100 8240 -18 1889.0180479982812 1896.5686360268137 100 TCGA 1 100 100 0.5 0.0005 100 8240 -19 1886.6894534111343 1883.3301468278894 100 TCGA 1 100 100 0.5 0.0005 100 8240 -20 1884.7291280203783 1883.0330902559674 100 TCGA 1 100 100 0.5 0.0005 100 8240 -21 1882.4765334096867 1887.760058225699 100 TCGA 1 100 100 0.5 0.0005 100 8240 -22 1880.6506918425912 1881.7155804658055 100 TCGA 1 100 100 0.5 0.0005 100 8240 -23 1879.3676177232524 1878.0167463293028 100 TCGA 1 100 100 0.5 0.0005 100 8240 -24 1876.5005595286732 1899.20031860965 100 TCGA 1 100 100 0.5 0.0005 100 8240 -25 1874.3192866951617 1882.3681137621702 100 TCGA 1 100 100 0.5 0.0005 100 8240 -26 1874.2317926113274 1871.771974496506 100 TCGA 1 100 100 0.5 0.0005 100 8240 -27 1871.3169737768062 1869.853321171286 100 TCGA 1 100 100 0.5 0.0005 100 8240 -28 1869.8962598822588 1880.0931782938128 100 TCGA 1 100 100 0.5 0.0005 100 8240 -29 1869.6457216773983 1870.689105316622 100 TCGA 1 100 100 0.5 0.0005 100 8240 -30 1867.256537635753 1867.265352028698 100 TCGA 1 100 100 0.5 0.0005 100 8240 -31 1866.1549739094635 1868.9248003935695 100 TCGA 1 100 100 0.5 0.0005 100 8240 -32 1865.145116598881 1865.1889035018844 100 TCGA 1 100 100 0.5 0.0005 100 8240 -33 1863.3538609753896 1864.7941281112594 100 TCGA 1 100 100 0.5 0.0005 100 8240 -34 1862.7350585065471 1862.4032105105607 100 TCGA 1 100 100 0.5 0.0005 100 8240 -35 1861.6942356678908 1861.711445410647 100 TCGA 1 100 100 0.5 0.0005 100 8240 -36 1861.0419680295959 1859.6458206560144 100 TCGA 1 100 100 0.5 0.0005 100 8240 -37 1859.328517766919 1864.8797533811637 100 TCGA 1 100 100 0.5 0.0005 100 8240 -38 1857.6151817535526 1859.992197928117 100 TCGA 1 100 100 0.5 0.0005 100 8240 -39 1856.683061785591 1858.5241263691505 100 TCGA 1 100 100 0.5 0.0005 100 8240 -40 1855.5923890638517 1858.9850552812893 100 TCGA 1 100 100 0.5 0.0005 100 8240 -41 1854.504149518597 1853.5614301978644 100 TCGA 1 100 100 0.5 0.0005 100 8240 -42 1853.7137994554403 1852.2872762248744 100 TCGA 1 100 100 0.5 0.0005 100 8240 -43 1852.8960835418206 1852.9340292772456 100 TCGA 1 100 100 0.5 0.0005 100 8240 -44 1852.1313994465456 1852.4311958964745 100 TCGA 1 100 100 0.5 0.0005 100 8240 -45 1850.6468408164974 1851.2544252021828 100 TCGA 1 100 100 0.5 0.0005 100 8240 -46 1850.5918006901231 1858.8727266704616 100 TCGA 1 100 100 0.5 0.0005 100 8240 -47 1849.7799391645926 1849.921702015939 100 TCGA 1 100 100 0.5 0.0005 100 8240 -48 1848.442262799629 1850.6376082070508 100 TCGA 1 100 100 0.5 0.0005 100 8240 -49 1847.7882942159683 1848.9037276224874 100 TCGA 1 100 100 0.5 0.0005 100 8240 -50 1846.9780713539196 1845.3286709426036 100 TCGA 1 100 100 0.5 0.0005 100 8240 -51 1845.618828711439 1844.8196432602465 100 TCGA 1 100 100 0.5 0.0005 100 8240 -52 1845.374679066398 1845.0867416918577 100 TCGA 1 100 100 0.5 0.0005 100 8240 -53 1844.0485745691963 1845.6469450524105 100 TCGA 1 100 100 0.5 0.0005 100 8240 -54 1843.7991946356972 1843.1069912551036 100 TCGA 1 100 100 0.5 0.0005 100 8240 -55 1843.2589568597875 1842.1586030739636 100 TCGA 1 100 100 0.5 0.0005 100 8240 -56 1842.166533759588 1842.2121643373116 100 TCGA 1 100 100 0.5 0.0005 100 8240 -57 1841.581079458549 1846.998517367109 100 TCGA 1 100 100 0.5 0.0005 100 8240 -58 1840.9062710104276 1841.5652751059988 100 TCGA 1 100 100 0.5 0.0005 100 8240 -59 1840.1354093043876 1839.836334995289 100 TCGA 1 100 100 0.5 0.0005 100 8240 -60 1839.4845966177736 1839.6192853918028 100 TCGA 1 100 100 0.5 0.0005 100 8240 -61 1838.8082000701766 1838.7649275429883 100 TCGA 1 100 100 0.5 0.0005 100 8240 -62 1838.183060545676 1837.9108285568468 100 TCGA 1 100 100 0.5 0.0005 100 8240 -63 1837.8677648371226 1837.8376655003533 100 TCGA 1 100 100 0.5 0.0005 100 8240 -64 1836.843002971654 1837.851619547935 100 TCGA 1 100 100 0.5 0.0005 100 8240 -65 1836.191970547577 1836.0257893471262 100 TCGA 1 100 100 0.5 0.0005 100 8240 -66 1835.7599117169623 1836.3391082610317 100 TCGA 1 100 100 0.5 0.0005 100 8240 -67 1835.185633682675 1839.4405554383245 100 TCGA 1 100 100 0.5 0.0005 100 8240 -68 1834.8488234323986 1835.7708918125786 100 TCGA 1 100 100 0.5 0.0005 100 8240 -69 1834.0817858422092 1839.244270669755 100 TCGA 1 100 100 0.5 0.0005 100 8240 -70 1833.4104201611376 1833.7127115067526 100 TCGA 1 100 100 0.5 0.0005 100 8240 -71 1832.9269539779525 1833.3550025518216 100 TCGA 1 100 100 0.5 0.0005 100 8240 -72 1832.7692428130713 1832.7900439698492 100 TCGA 1 100 100 0.5 0.0005 100 8240 -73 1832.052324712536 1833.0047699434674 100 TCGA 1 100 100 0.5 0.0005 100 8240 -74 1831.5964821595035 1833.268333856784 100 TCGA 1 100 100 0.5 0.0005 100 8240 -75 1831.181856833474 1831.6746770964196 100 TCGA 1 100 100 0.5 0.0005 100 8240 -76 1830.572841054561 1831.126112128023 100 TCGA 1 100 100 0.5 0.0005 100 8240 -77 1830.060244512872 1830.3949808858747 100 TCGA 1 100 100 0.5 0.0005 100 8240 -78 1829.4295309845763 1829.2261680718043 100 TCGA 1 100 100 0.5 0.0005 100 8240 -79 1829.1139698797124 1829.8556515487594 100 TCGA 1 100 100 0.5 0.0005 100 8240 -80 1828.5593462421473 1830.7394001256282 100 TCGA 1 100 100 0.5 0.0005 100 8240 -81 1828.0455640010873 1828.57043579715 100 TCGA 1 100 100 0.5 0.0005 100 8240 -82 1827.8533960890193 1828.1496453213333 100 TCGA 1 100 100 0.5 0.0005 100 8240 -83 1827.5643252775012 1827.8938816396435 100 TCGA 1 100 100 0.5 0.0005 100 8240 -84 1827.200301372921 1828.007172704342 100 TCGA 1 100 100 0.5 0.0005 100 8240 -85 1826.5554803915754 1827.6826104398947 100 TCGA 1 100 100 0.5 0.0005 100 8240 -86 1826.3612950424329 1828.6944843848146 100 TCGA 1 100 100 0.5 0.0005 100 8240 -87 1825.7885258075635 1829.0974470742383 100 TCGA 1 100 100 0.5 0.0005 100 8240 -88 1825.3031632084574 1826.0841831226444 100 TCGA 1 100 100 0.5 0.0005 100 8240 -89 1825.0269065505227 1826.1565898339354 100 TCGA 1 100 100 0.5 0.0005 100 8240 -90 1824.7150727527617 1825.7825381791772 100 TCGA 1 100 100 0.5 0.0005 100 8240 -91 1824.2329344231578 1824.7554220074985 100 TCGA 1 100 100 0.5 0.0005 100 8240 -92 1824.1470994682154 1824.248654772888 100 TCGA 1 100 100 0.5 0.0005 100 8240 -93 1823.566466270061 1824.6294313363694 100 TCGA 1 100 100 0.5 0.0005 100 8240 -94 1823.4600824764204 1824.2670407702576 100 TCGA 1 100 100 0.5 0.0005 100 8240 -95 1823.0132666135528 1824.0043172404994 100 TCGA 1 100 100 0.5 0.0005 100 8240 -96 1822.8484245476573 1824.0222536019944 100 TCGA 1 100 100 0.5 0.0005 100 8240 -97 1822.3802789449026 1823.8697117177685 100 TCGA 1 100 100 0.5 0.0005 100 8240 -98 1822.1187082353028 1825.596863099678 100 TCGA 1 100 100 0.5 0.0005 100 8240 -99 1821.6341270960286 1823.388862648202 100 TCGA 1 100 100 0.5 0.0005 100 8240 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index b56152df2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3542.4500780247167 4456.70081609218 100 TCGA 1 100 100 0.0 0.0005 100 8504 -1 2217.5028875031394 2543.527025999136 100 TCGA 1 100 100 0.0 0.0005 100 8504 -2 2049.172410479772 2181.6296521670856 100 TCGA 1 100 100 0.0 0.0005 100 8504 -3 2001.4160505470015 2086.8281452428155 100 TCGA 1 100 100 0.0 0.0005 100 8504 -4 1982.262954059596 2083.058588842651 100 TCGA 1 100 100 0.0 0.0005 100 8504 -5 1964.2328686804121 1979.5795751217022 100 TCGA 1 100 100 0.0 0.0005 100 8504 -6 1950.2646911123766 2002.2466495073022 100 TCGA 1 100 100 0.0 0.0005 100 8504 -7 1939.4225883598851 1935.0324829714982 100 TCGA 1 100 100 0.0 0.0005 100 8504 -8 1932.4417801729362 1941.1530295520572 100 TCGA 1 100 100 0.0 0.0005 100 8504 -9 1925.6064129657066 1922.7755629956423 100 TCGA 1 100 100 0.0 0.0005 100 8504 -10 1918.804568386408 1956.1539588813207 100 TCGA 1 100 100 0.0 0.0005 100 8504 -11 1913.3643069867112 1909.5879525802843 100 TCGA 1 100 100 0.0 0.0005 100 8504 -12 1909.647913847109 1910.350781618051 100 TCGA 1 100 100 0.0 0.0005 100 8504 -13 1905.0024181339993 1912.040208366049 100 TCGA 1 100 100 0.0 0.0005 100 8504 -14 1899.6076858133886 1899.54541935753 100 TCGA 1 100 100 0.0 0.0005 100 8504 -15 1897.245974609157 1896.089522932043 100 TCGA 1 100 100 0.0 0.0005 100 8504 -16 1894.8659608016817 1895.413233771396 100 TCGA 1 100 100 0.0 0.0005 100 8504 -17 1891.7144393060792 1890.2441332639762 100 TCGA 1 100 100 0.0 0.0005 100 8504 -18 1888.738360986072 1895.9186698875235 100 TCGA 1 100 100 0.0 0.0005 100 8504 -19 1886.8489207725383 1891.4816330186086 100 TCGA 1 100 100 0.0 0.0005 100 8504 -20 1884.362473275063 1885.9178785774577 100 TCGA 1 100 100 0.0 0.0005 100 8504 -21 1881.9073211639266 1888.0716503660883 100 TCGA 1 100 100 0.0 0.0005 100 8504 -22 1879.5080668052028 1881.913577899262 100 TCGA 1 100 100 0.0 0.0005 100 8504 -23 1878.5380617387195 1877.4605663817133 100 TCGA 1 100 100 0.0 0.0005 100 8504 -24 1877.0845029592274 1875.05994449788 100 TCGA 1 100 100 0.0 0.0005 100 8504 -25 1874.5813387779135 1873.6010699248195 100 TCGA 1 100 100 0.0 0.0005 100 8504 -26 1873.2837652016303 1879.9338501589982 100 TCGA 1 100 100 0.0 0.0005 100 8504 -27 1871.952498979182 1872.2086862535332 100 TCGA 1 100 100 0.0 0.0005 100 8504 -28 1870.7506478623975 1869.87570727171 100 TCGA 1 100 100 0.0 0.0005 100 8504 -29 1869.3596980182942 1866.5643893294598 100 TCGA 1 100 100 0.0 0.0005 100 8504 -30 1867.4965517963997 1867.9027694625472 100 TCGA 1 100 100 0.0 0.0005 100 8504 -31 1866.2089758045986 1875.194840167635 100 TCGA 1 100 100 0.0 0.0005 100 8504 -32 1865.349188308043 1864.2475254691426 100 TCGA 1 100 100 0.0 0.0005 100 8504 -33 1863.3598053595067 1861.4804356253926 100 TCGA 1 100 100 0.0 0.0005 100 8504 -34 1861.7388248914108 1862.6249693290672 100 TCGA 1 100 100 0.0 0.0005 100 8504 -35 1861.1794087235078 1866.8114265173524 100 TCGA 1 100 100 0.0 0.0005 100 8504 -36 1859.548673953152 1864.3890031210742 100 TCGA 1 100 100 0.0 0.0005 100 8504 -37 1859.155663506582 1860.067951451594 100 TCGA 1 100 100 0.0 0.0005 100 8504 -38 1857.9529622168743 1857.3474341924466 100 TCGA 1 100 100 0.0 0.0005 100 8504 -39 1856.7675193039777 1856.9452296884815 100 TCGA 1 100 100 0.0 0.0005 100 8504 -40 1855.85431361249 1857.9750633048052 100 TCGA 1 100 100 0.0 0.0005 100 8504 -41 1854.9285149083018 1853.8019853908213 100 TCGA 1 100 100 0.0 0.0005 100 8504 -42 1854.275738278089 1853.4684942044205 100 TCGA 1 100 100 0.0 0.0005 100 8504 -43 1853.4485909851257 1853.9175957914572 100 TCGA 1 100 100 0.0 0.0005 100 8504 -44 1851.9351810592002 1851.3681205097755 100 TCGA 1 100 100 0.0 0.0005 100 8504 -45 1850.6099255222578 1851.336684030504 100 TCGA 1 100 100 0.0 0.0005 100 8504 -46 1849.608917566745 1851.8706753984768 100 TCGA 1 100 100 0.0 0.0005 100 8504 -47 1849.3033683803255 1849.138728922935 100 TCGA 1 100 100 0.0 0.0005 100 8504 -48 1847.9511285733533 1849.2183911500863 100 TCGA 1 100 100 0.0 0.0005 100 8504 -49 1847.7599654148194 1850.6570204538316 100 TCGA 1 100 100 0.0 0.0005 100 8504 -50 1847.0470478932018 1847.1992175231626 100 TCGA 1 100 100 0.0 0.0005 100 8504 -51 1845.8675359706153 1847.566518505614 100 TCGA 1 100 100 0.0 0.0005 100 8504 -52 1844.7269943719305 1844.5997915603407 100 TCGA 1 100 100 0.0 0.0005 100 8504 -53 1844.3244958641885 1843.7715408095164 100 TCGA 1 100 100 0.0 0.0005 100 8504 -54 1843.2841529816385 1843.8312945341945 100 TCGA 1 100 100 0.0 0.0005 100 8504 -55 1842.8224023699108 1842.6809032957758 100 TCGA 1 100 100 0.0 0.0005 100 8504 -56 1842.0257440007736 1846.2926865774184 100 TCGA 1 100 100 0.0 0.0005 100 8504 -57 1841.5180944474046 1843.1885612142744 100 TCGA 1 100 100 0.0 0.0005 100 8504 -58 1840.8537361527383 1840.5614007537688 100 TCGA 1 100 100 0.0 0.0005 100 8504 -59 1840.0270508166761 1839.8702030661118 100 TCGA 1 100 100 0.0 0.0005 100 8504 -60 1839.5045767033762 1839.2294694910097 100 TCGA 1 100 100 0.0 0.0005 100 8504 -61 1838.562057977117 1839.0036590422817 100 TCGA 1 100 100 0.0 0.0005 100 8504 -62 1837.7267445222462 1839.1610254642353 100 TCGA 1 100 100 0.0 0.0005 100 8504 -63 1837.306146730069 1837.8462392529052 100 TCGA 1 100 100 0.0 0.0005 100 8504 -64 1836.907114711267 1837.0056324100974 100 TCGA 1 100 100 0.0 0.0005 100 8504 -65 1836.4046118270342 1836.5237521837705 100 TCGA 1 100 100 0.0 0.0005 100 8504 -66 1835.6082601529145 1835.8214025449513 100 TCGA 1 100 100 0.0 0.0005 100 8504 -67 1834.9661191592645 1835.1869074375786 100 TCGA 1 100 100 0.0 0.0005 100 8504 -68 1834.7670440077716 1836.563344677489 100 TCGA 1 100 100 0.0 0.0005 100 8504 -69 1834.4527241668206 1834.7666181248037 100 TCGA 1 100 100 0.0 0.0005 100 8504 -70 1833.5363360359302 1834.031795329185 100 TCGA 1 100 100 0.0 0.0005 100 8504 -71 1832.7404856281044 1838.1181346184046 100 TCGA 1 100 100 0.0 0.0005 100 8504 -72 1832.4197633702622 1835.694842007891 100 TCGA 1 100 100 0.0 0.0005 100 8504 -73 1831.8104926457509 1833.8218497271514 100 TCGA 1 100 100 0.0 0.0005 100 8504 -74 1831.4000694870165 1832.9019186508715 100 TCGA 1 100 100 0.0 0.0005 100 8504 -75 1830.9476293288567 1831.5812049750707 100 TCGA 1 100 100 0.0 0.0005 100 8504 -76 1830.5245803337382 1830.4281183750786 100 TCGA 1 100 100 0.0 0.0005 100 8504 -77 1829.8436331754817 1830.613338297935 100 TCGA 1 100 100 0.0 0.0005 100 8504 -78 1829.2733535264163 1830.035186307514 100 TCGA 1 100 100 0.0 0.0005 100 8504 -79 1828.9587880324168 1834.426413684634 100 TCGA 1 100 100 0.0 0.0005 100 8504 -80 1828.5411085913738 1829.775629244857 100 TCGA 1 100 100 0.0 0.0005 100 8504 -81 1827.9342199479486 1829.8503356626884 100 TCGA 1 100 100 0.0 0.0005 100 8504 -82 1827.904276286961 1829.8084035902168 100 TCGA 1 100 100 0.0 0.0005 100 8504 -83 1827.5809106121028 1827.9648965040044 100 TCGA 1 100 100 0.0 0.0005 100 8504 -84 1827.1203343770057 1828.786227278973 100 TCGA 1 100 100 0.0 0.0005 100 8504 -85 1826.3660940448544 1829.8778720261464 100 TCGA 1 100 100 0.0 0.0005 100 8504 -86 1826.0759058110427 1828.7422261453753 100 TCGA 1 100 100 0.0 0.0005 100 8504 -87 1825.5914330485143 1827.0503156652403 100 TCGA 1 100 100 0.0 0.0005 100 8504 -88 1825.2318140713946 1825.7376512690405 100 TCGA 1 100 100 0.0 0.0005 100 8504 -89 1825.0493987720317 1825.3086925104035 100 TCGA 1 100 100 0.0 0.0005 100 8504 -90 1824.4972162954589 1826.4024510982647 100 TCGA 1 100 100 0.0 0.0005 100 8504 -91 1823.9264334861634 1827.2613114400126 100 TCGA 1 100 100 0.0 0.0005 100 8504 -92 1823.841581034413 1824.927082310969 100 TCGA 1 100 100 0.0 0.0005 100 8504 -93 1823.287887591977 1825.2267931454146 100 TCGA 1 100 100 0.0 0.0005 100 8504 -94 1823.2073756466089 1824.7592448325613 100 TCGA 1 100 100 0.0 0.0005 100 8504 -95 1823.002351437473 1824.3291113771984 100 TCGA 1 100 100 0.0 0.0005 100 8504 -96 1822.8750752533024 1823.4764686469457 100 TCGA 1 100 100 0.0 0.0005 100 8504 -97 1822.2721412301876 1824.7803470477386 100 TCGA 1 100 100 0.0 0.0005 100 8504 -98 1821.991249102356 1822.6845948492462 100 TCGA 1 100 100 0.0 0.0005 100 8504 -99 1821.6293317179739 1822.5383129024026 100 TCGA 1 100 100 0.0 0.0005 100 8504 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index 5f4ecebeb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3555.7303057624927 4496.606693133637 100 TCGA 1 100 100 1.0 0.0005 100 2203 -1 2213.6361165600756 3434.567887042635 100 TCGA 1 100 100 1.0 0.0005 100 2203 -2 2045.2590696375503 2186.510707836055 100 TCGA 1 100 100 1.0 0.0005 100 2203 -3 1999.9205398704341 2051.21472965413 100 TCGA 1 100 100 1.0 0.0005 100 2203 -4 1974.2956236396362 2044.1468217552606 100 TCGA 1 100 100 1.0 0.0005 100 2203 -5 1960.021011817507 1997.875226351484 100 TCGA 1 100 100 1.0 0.0005 100 2203 -6 1947.0579079816298 1963.934064242109 100 TCGA 1 100 100 1.0 0.0005 100 2203 -7 1937.6985091371107 1947.7013295235945 100 TCGA 1 100 100 1.0 0.0005 100 2203 -8 1929.5972688378786 1934.1039063726837 100 TCGA 1 100 100 1.0 0.0005 100 2203 -9 1922.8083489826047 1930.168915254986 100 TCGA 1 100 100 1.0 0.0005 100 2203 -10 1918.3999513953322 1921.4333042163944 100 TCGA 1 100 100 1.0 0.0005 100 2203 -11 1913.126016307907 1910.1720344888506 100 TCGA 1 100 100 1.0 0.0005 100 2203 -12 1907.8651531946314 1917.7436351680276 100 TCGA 1 100 100 1.0 0.0005 100 2203 -13 1904.489798674321 1901.777637577536 100 TCGA 1 100 100 1.0 0.0005 100 2203 -14 1901.1864316974159 1898.6684288139918 100 TCGA 1 100 100 1.0 0.0005 100 2203 -15 1897.4495546715855 1900.0426467052057 100 TCGA 1 100 100 1.0 0.0005 100 2203 -16 1894.2568638015239 1904.5256537816033 100 TCGA 1 100 100 1.0 0.0005 100 2203 -17 1890.7410729526741 1895.8404743443782 100 TCGA 1 100 100 1.0 0.0005 100 2203 -18 1888.5175905922772 1891.275272848618 100 TCGA 1 100 100 1.0 0.0005 100 2203 -19 1886.7547759618035 1888.591068133637 100 TCGA 1 100 100 1.0 0.0005 100 2203 -20 1884.272873079794 1894.213402216159 100 TCGA 1 100 100 1.0 0.0005 100 2203 -21 1882.1543158279862 1880.4816722774026 100 TCGA 1 100 100 1.0 0.0005 100 2203 -22 1880.830735797714 1882.7423341070587 100 TCGA 1 100 100 1.0 0.0005 100 2203 -23 1878.1541034346353 1888.819243311283 100 TCGA 1 100 100 1.0 0.0005 100 2203 -24 1877.1244558408225 1874.5179216394472 100 TCGA 1 100 100 1.0 0.0005 100 2203 -25 1874.9573078327965 1869.4168449670226 100 TCGA 1 100 100 1.0 0.0005 100 2203 -26 1873.9228611003077 1873.9673023319724 100 TCGA 1 100 100 1.0 0.0005 100 2203 -27 1872.1557364435598 1871.00661694704 100 TCGA 1 100 100 1.0 0.0005 100 2203 -28 1870.8680448399043 1871.3768562048524 100 TCGA 1 100 100 1.0 0.0005 100 2203 -29 1868.280380083815 1879.3433960574357 100 TCGA 1 100 100 1.0 0.0005 100 2203 -30 1867.0508535602075 1871.5161126678313 100 TCGA 1 100 100 1.0 0.0005 100 2203 -31 1865.9909717974112 1874.5235276725423 100 TCGA 1 100 100 1.0 0.0005 100 2203 -32 1865.3562932117188 1871.2343075239478 100 TCGA 1 100 100 1.0 0.0005 100 2203 -33 1863.4569831113222 1865.499550977544 100 TCGA 1 100 100 1.0 0.0005 100 2203 -34 1862.6389796055512 1867.6642913051587 100 TCGA 1 100 100 1.0 0.0005 100 2203 -35 1861.586545044722 1864.4046029709093 100 TCGA 1 100 100 1.0 0.0005 100 2203 -36 1859.9850133382151 1862.4664429324357 100 TCGA 1 100 100 1.0 0.0005 100 2203 -37 1858.3796228118633 1860.003419809006 100 TCGA 1 100 100 1.0 0.0005 100 2203 -38 1857.7263003056676 1859.161670780661 100 TCGA 1 100 100 1.0 0.0005 100 2203 -39 1855.9985715089226 1856.7364808662453 100 TCGA 1 100 100 1.0 0.0005 100 2203 -40 1855.8326834180364 1855.3837448963568 100 TCGA 1 100 100 1.0 0.0005 100 2203 -41 1855.1794778044862 1859.3617268471262 100 TCGA 1 100 100 1.0 0.0005 100 2203 -42 1853.9029360206043 1853.932969903227 100 TCGA 1 100 100 1.0 0.0005 100 2203 -43 1852.296656189067 1853.7068269815877 100 TCGA 1 100 100 1.0 0.0005 100 2203 -44 1851.4322597785965 1851.9376558083386 100 TCGA 1 100 100 1.0 0.0005 100 2203 -45 1850.9475821030833 1851.0450513063363 100 TCGA 1 100 100 1.0 0.0005 100 2203 -46 1850.2112436091238 1850.6960565768295 100 TCGA 1 100 100 1.0 0.0005 100 2203 -47 1849.3525108714657 1850.562539258794 100 TCGA 1 100 100 1.0 0.0005 100 2203 -48 1848.24852771676 1850.5941247987987 100 TCGA 1 100 100 1.0 0.0005 100 2203 -49 1847.5284853574487 1849.1470524006752 100 TCGA 1 100 100 1.0 0.0005 100 2203 -50 1846.413624006106 1847.9477747624842 100 TCGA 1 100 100 1.0 0.0005 100 2203 -51 1845.7692482768725 1848.2533333169756 100 TCGA 1 100 100 1.0 0.0005 100 2203 -52 1845.259334693225 1846.4033657054806 100 TCGA 1 100 100 1.0 0.0005 100 2203 -53 1844.3471076761803 1845.859932597558 100 TCGA 1 100 100 1.0 0.0005 100 2203 -54 1843.5173144046184 1845.1008895797347 100 TCGA 1 100 100 1.0 0.0005 100 2203 -55 1842.8020495059088 1847.604100212979 100 TCGA 1 100 100 1.0 0.0005 100 2203 -56 1842.222058842605 1842.6538159547738 100 TCGA 1 100 100 1.0 0.0005 100 2203 -57 1841.3464017694105 1842.4455216757617 100 TCGA 1 100 100 1.0 0.0005 100 2203 -58 1840.7893246943324 1843.233783050997 100 TCGA 1 100 100 1.0 0.0005 100 2203 -59 1839.7414626811203 1841.3043084072708 100 TCGA 1 100 100 1.0 0.0005 100 2203 -60 1839.462216983271 1840.8894779071136 100 TCGA 1 100 100 1.0 0.0005 100 2203 -61 1838.536332588694 1840.8501681993955 100 TCGA 1 100 100 1.0 0.0005 100 2203 -62 1838.3214320342368 1838.8739222234217 100 TCGA 1 100 100 1.0 0.0005 100 2203 -63 1837.1527961554677 1840.5728097273477 100 TCGA 1 100 100 1.0 0.0005 100 2203 -64 1837.0597022612562 1839.360247894747 100 TCGA 1 100 100 1.0 0.0005 100 2203 -65 1836.2195870379994 1838.297078041575 100 TCGA 1 100 100 1.0 0.0005 100 2203 -66 1835.7111242366484 1837.3504534390704 100 TCGA 1 100 100 1.0 0.0005 100 2203 -67 1835.0118649918422 1836.376117035372 100 TCGA 1 100 100 1.0 0.0005 100 2203 -68 1834.338208765387 1836.498813034901 100 TCGA 1 100 100 1.0 0.0005 100 2203 -69 1834.0021980013987 1834.6314194262327 100 TCGA 1 100 100 1.0 0.0005 100 2203 -70 1833.673545451632 1835.5427055933967 100 TCGA 1 100 100 1.0 0.0005 100 2203 -71 1832.9981134761483 1834.1439067898084 100 TCGA 1 100 100 1.0 0.0005 100 2203 -72 1832.5617902781073 1835.0813589431532 100 TCGA 1 100 100 1.0 0.0005 100 2203 -73 1831.7091576905905 1833.5212322599325 100 TCGA 1 100 100 1.0 0.0005 100 2203 -74 1831.4323622827778 1833.6130812755182 100 TCGA 1 100 100 1.0 0.0005 100 2203 -75 1830.7818898642645 1833.733475114832 100 TCGA 1 100 100 1.0 0.0005 100 2203 -76 1830.3794590340806 1832.126356268648 100 TCGA 1 100 100 1.0 0.0005 100 2203 -77 1829.8749684843585 1832.508790902756 100 TCGA 1 100 100 1.0 0.0005 100 2203 -78 1829.4486452688768 1831.913027049309 100 TCGA 1 100 100 1.0 0.0005 100 2203 -79 1829.1698143566568 1831.099105144865 100 TCGA 1 100 100 1.0 0.0005 100 2203 -80 1828.5202055048737 1832.0607204724795 100 TCGA 1 100 100 1.0 0.0005 100 2203 -81 1828.2431886972947 1830.1044615165672 100 TCGA 1 100 100 1.0 0.0005 100 2203 -82 1827.9131943006203 1830.0132572039886 100 TCGA 1 100 100 1.0 0.0005 100 2203 -83 1827.4221956747188 1829.43700251747 100 TCGA 1 100 100 1.0 0.0005 100 2203 -84 1826.940132652919 1828.2817499362045 100 TCGA 1 100 100 1.0 0.0005 100 2203 -85 1826.5243282222311 1828.7570310046326 100 TCGA 1 100 100 1.0 0.0005 100 2203 -86 1826.0836404689069 1828.292762027913 100 TCGA 1 100 100 1.0 0.0005 100 2203 -87 1825.7781385763878 1828.3716010472283 100 TCGA 1 100 100 1.0 0.0005 100 2203 -88 1825.381925906277 1827.1847328684437 100 TCGA 1 100 100 1.0 0.0005 100 2203 -89 1824.971953368078 1826.8494210554727 100 TCGA 1 100 100 1.0 0.0005 100 2203 -90 1824.4089383400901 1825.932640497409 100 TCGA 1 100 100 1.0 0.0005 100 2203 -91 1824.230609187405 1831.8602294921875 100 TCGA 1 100 100 1.0 0.0005 100 2203 -92 1823.9762837780095 1826.8065259157113 100 TCGA 1 100 100 1.0 0.0005 100 2203 -93 1823.4452064668299 1825.7682896906408 100 TCGA 1 100 100 1.0 0.0005 100 2203 -94 1823.2939579024062 1826.7302258362124 100 TCGA 1 100 100 1.0 0.0005 100 2203 -95 1822.9203057853833 1824.8833394266253 100 TCGA 1 100 100 1.0 0.0005 100 2203 -96 1822.4060377156525 1824.5044031191112 100 TCGA 1 100 100 1.0 0.0005 100 2203 -97 1822.3355528674683 1824.636134162021 100 TCGA 1 100 100 1.0 0.0005 100 2203 -98 1821.8996234446288 1825.5213414484533 100 TCGA 1 100 100 1.0 0.0005 100 2203 -99 1821.782809308922 1823.677181684791 100 TCGA 1 100 100 1.0 0.0005 100 2203 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index df215e685..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3570.0675903006927 4477.891908271828 100 TCGA 1 50 100 0.5 0.0005 100 131 -1 2221.826515808344 2904.05439551272 100 TCGA 1 50 100 0.5 0.0005 100 131 -2 2048.1410782638704 2424.105315395336 100 TCGA 1 50 100 0.5 0.0005 100 131 -3 2001.9295644759068 2067.727134206187 100 TCGA 1 50 100 0.5 0.0005 100 131 -4 1979.5218622765647 2056.977473426704 100 TCGA 1 50 100 0.5 0.0005 100 131 -5 1961.7750760681035 1967.2947587056376 100 TCGA 1 50 100 0.5 0.0005 100 131 -6 1950.6523000804664 1939.061573124411 100 TCGA 1 50 100 0.5 0.0005 100 131 -7 1940.4019209662376 1957.9062757635836 100 TCGA 1 50 100 0.5 0.0005 100 131 -8 1933.1322567046973 1963.6824761012092 100 TCGA 1 50 100 0.5 0.0005 100 131 -9 1925.7852606753684 1921.944813790633 100 TCGA 1 50 100 0.5 0.0005 100 131 -10 1920.7481608109251 1915.837128145611 100 TCGA 1 50 100 0.5 0.0005 100 131 -11 1914.319840869037 1915.0156023035097 100 TCGA 1 50 100 0.5 0.0005 100 131 -12 1909.8745752950508 1914.133252321176 100 TCGA 1 50 100 0.5 0.0005 100 131 -13 1906.2638759432075 1906.2225887739478 100 TCGA 1 50 100 0.5 0.0005 100 131 -14 1901.3405972368046 1897.9158788326397 100 TCGA 1 50 100 0.5 0.0005 100 131 -15 1898.0640797198305 1898.2817701790202 100 TCGA 1 50 100 0.5 0.0005 100 131 -16 1895.790209857384 1888.6238259166928 100 TCGA 1 50 100 0.5 0.0005 100 131 -17 1891.9111891809432 1886.4337421973146 100 TCGA 1 50 100 0.5 0.0005 100 131 -18 1889.2048638922147 1891.1564432268765 100 TCGA 1 50 100 0.5 0.0005 100 131 -19 1888.5981042680762 1898.4215572491364 100 TCGA 1 50 100 0.5 0.0005 100 131 -20 1884.3383387520798 1882.7074348794756 100 TCGA 1 50 100 0.5 0.0005 100 131 -21 1883.3146193689875 1883.6861087664886 100 TCGA 1 50 100 0.5 0.0005 100 131 -22 1880.3220419634106 1877.3018535058104 100 TCGA 1 50 100 0.5 0.0005 100 131 -23 1878.9455612187726 1879.5144877218122 100 TCGA 1 50 100 0.5 0.0005 100 131 -24 1877.7923563273707 1879.3416159164965 100 TCGA 1 50 100 0.5 0.0005 100 131 -25 1874.7117775083452 1868.3741399870446 100 TCGA 1 50 100 0.5 0.0005 100 131 -26 1873.5017350225899 1871.5853381899733 100 TCGA 1 50 100 0.5 0.0005 100 131 -27 1872.595021921152 1869.1972147112515 100 TCGA 1 50 100 0.5 0.0005 100 131 -28 1872.2238724158537 1870.3697816474953 100 TCGA 1 50 100 0.5 0.0005 100 131 -29 1869.4315469909798 1866.5485471792556 100 TCGA 1 50 100 0.5 0.0005 100 131 -30 1867.0212811515698 1868.2166619228958 100 TCGA 1 50 100 0.5 0.0005 100 131 -31 1867.0171430919677 1867.1845973029208 100 TCGA 1 50 100 0.5 0.0005 100 131 -32 1865.4303567134612 1862.3539885707837 100 TCGA 1 50 100 0.5 0.0005 100 131 -33 1863.9827249320253 1863.9661509451555 100 TCGA 1 50 100 0.5 0.0005 100 131 -34 1862.4841407650695 1858.0296649261934 100 TCGA 1 50 100 0.5 0.0005 100 131 -35 1862.1321566122188 1864.3531782447394 100 TCGA 1 50 100 0.5 0.0005 100 131 -36 1860.7876603332718 1857.388456565052 100 TCGA 1 50 100 0.5 0.0005 100 131 -37 1859.6317724702028 1855.6736385786353 100 TCGA 1 50 100 0.5 0.0005 100 131 -38 1858.183408321394 1854.6400827379082 100 TCGA 1 50 100 0.5 0.0005 100 131 -39 1857.5404640127072 1851.8546541300252 100 TCGA 1 50 100 0.5 0.0005 100 131 -40 1856.2678077409064 1854.1024396886778 100 TCGA 1 50 100 0.5 0.0005 100 131 -41 1855.5351150330455 1851.9010433024498 100 TCGA 1 50 100 0.5 0.0005 100 131 -42 1854.0796608459152 1850.645213984964 100 TCGA 1 50 100 0.5 0.0005 100 131 -43 1853.4740582123468 1850.6505231234296 100 TCGA 1 50 100 0.5 0.0005 100 131 -44 1852.433769899682 1849.230130142902 100 TCGA 1 50 100 0.5 0.0005 100 131 -45 1851.473240604224 1848.555049417007 100 TCGA 1 50 100 0.5 0.0005 100 131 -46 1850.3395765960076 1846.6656856057632 100 TCGA 1 50 100 0.5 0.0005 100 131 -47 1849.69318079999 1846.880853854232 100 TCGA 1 50 100 0.5 0.0005 100 131 -48 1848.8405491935048 1847.4775114586605 100 TCGA 1 50 100 0.5 0.0005 100 131 -49 1848.0727953139606 1843.570804461762 100 TCGA 1 50 100 0.5 0.0005 100 131 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index f4317facf..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3559.7846443967396 4560.200926507538 100 TCGA 1 50 100 0.0 0.0005 100 6323 -1 2205.6730685885004 2814.911797758323 100 TCGA 1 50 100 0.0 0.0005 100 6323 -2 2046.357046412389 2478.534396837704 100 TCGA 1 50 100 0.0 0.0005 100 6323 -3 2001.2168693350873 2047.9070952909076 100 TCGA 1 50 100 0.0 0.0005 100 6323 -4 1975.3336457010757 1981.9919562411667 100 TCGA 1 50 100 0.0 0.0005 100 6323 -5 1961.3061188387942 1972.418357044009 100 TCGA 1 50 100 0.0 0.0005 100 6323 -6 1948.0667146481976 1953.551419205402 100 TCGA 1 50 100 0.0 0.0005 100 6323 -7 1939.5325250005014 1947.0354776813756 100 TCGA 1 50 100 0.0 0.0005 100 6323 -8 1931.0518701814997 1948.059719986652 100 TCGA 1 50 100 0.0 0.0005 100 6323 -9 1924.7560892361644 1920.0072573561165 100 TCGA 1 50 100 0.0 0.0005 100 6323 -10 1916.998978201041 1924.1970386600974 100 TCGA 1 50 100 0.0 0.0005 100 6323 -11 1912.2093303794106 1927.1277076299466 100 TCGA 1 50 100 0.0 0.0005 100 6323 -12 1908.2547735092244 1903.5179179589354 100 TCGA 1 50 100 0.0 0.0005 100 6323 -13 1905.0513317313814 1907.88075448041 100 TCGA 1 50 100 0.0 0.0005 100 6323 -14 1902.0421052650224 1902.3705846125158 100 TCGA 1 50 100 0.0 0.0005 100 6323 -15 1898.0113692847276 1914.6575897063442 100 TCGA 1 50 100 0.0 0.0005 100 6323 -16 1894.4098347441295 1893.3548872291144 100 TCGA 1 50 100 0.0 0.0005 100 6323 -17 1892.3331301689468 1889.1510359414258 100 TCGA 1 50 100 0.0 0.0005 100 6323 -18 1887.9467509376482 1889.052112368483 100 TCGA 1 50 100 0.0 0.0005 100 6323 -19 1887.4210735243976 1884.638252910058 100 TCGA 1 50 100 0.0 0.0005 100 6323 -20 1884.4530746948774 1885.6397330892744 100 TCGA 1 50 100 0.0 0.0005 100 6323 -21 1881.4287088391823 1882.3516778227072 100 TCGA 1 50 100 0.0 0.0005 100 6323 -22 1881.2264994687168 1886.5994449788002 100 TCGA 1 50 100 0.0 0.0005 100 6323 -23 1879.1979494449322 1876.5116567947157 100 TCGA 1 50 100 0.0 0.0005 100 6323 -24 1877.758255830925 1884.9572993139525 100 TCGA 1 50 100 0.0 0.0005 100 6323 -25 1875.1971466885386 1877.0930022426587 100 TCGA 1 50 100 0.0 0.0005 100 6323 -26 1873.6630222794467 1872.879285956148 100 TCGA 1 50 100 0.0 0.0005 100 6323 -27 1872.75067429575 1867.62849096557 100 TCGA 1 50 100 0.0 0.0005 100 6323 -28 1870.5146352071984 1869.182513519747 100 TCGA 1 50 100 0.0 0.0005 100 6323 -29 1869.1535376518855 1868.6349471969222 100 TCGA 1 50 100 0.0 0.0005 100 6323 -30 1867.7335067188678 1868.0754799387562 100 TCGA 1 50 100 0.0 0.0005 100 6323 -31 1865.1171297281364 1880.6490644138662 100 TCGA 1 50 100 0.0 0.0005 100 6323 -32 1865.2907824392285 1863.413723892902 100 TCGA 1 50 100 0.0 0.0005 100 6323 -33 1863.4935154625848 1863.2910475227702 100 TCGA 1 50 100 0.0 0.0005 100 6323 -34 1862.2605784233426 1861.0777054216394 100 TCGA 1 50 100 0.0 0.0005 100 6323 -35 1861.2743884602992 1860.1626338479507 100 TCGA 1 50 100 0.0 0.0005 100 6323 -36 1859.804695007617 1859.9454376374058 100 TCGA 1 50 100 0.0 0.0005 100 6323 -37 1859.0410751545453 1858.4972666064698 100 TCGA 1 50 100 0.0 0.0005 100 6323 -38 1857.569174448791 1861.4035086320273 100 TCGA 1 50 100 0.0 0.0005 100 6323 -39 1856.0572514125765 1856.632270851327 100 TCGA 1 50 100 0.0 0.0005 100 6323 -40 1855.9557230715534 1856.8485549083307 100 TCGA 1 50 100 0.0 0.0005 100 6323 -41 1854.588274644387 1853.3078441524026 100 TCGA 1 50 100 0.0 0.0005 100 6323 -42 1853.9504674534032 1856.2874627041458 100 TCGA 1 50 100 0.0 0.0005 100 6323 -43 1852.7217879007405 1853.1963203468515 100 TCGA 1 50 100 0.0 0.0005 100 6323 -44 1851.7459569914638 1853.7072563746467 100 TCGA 1 50 100 0.0 0.0005 100 6323 -45 1850.8583401069934 1850.1794942731235 100 TCGA 1 50 100 0.0 0.0005 100 6323 -46 1850.2062224166602 1850.633963886817 100 TCGA 1 50 100 0.0 0.0005 100 6323 -47 1849.236847785637 1848.8277176900126 100 TCGA 1 50 100 0.0 0.0005 100 6323 -48 1848.5264267034197 1847.77907788454 100 TCGA 1 50 100 0.0 0.0005 100 6323 -49 1847.8519045394078 1850.5555205225346 100 TCGA 1 50 100 0.0 0.0005 100 6323 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index ab6a7cdc5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3548.0800232962315 4642.500669853172 100 TCGA 1 50 100 1.0 0.0005 100 5302 -1 2210.542506166329 2742.076360807946 100 TCGA 1 50 100 1.0 0.0005 100 5302 -2 2043.9397759934145 2217.590682906721 100 TCGA 1 50 100 1.0 0.0005 100 5302 -3 1998.6225756936765 2061.1126494287846 100 TCGA 1 50 100 1.0 0.0005 100 5302 -4 1974.8795570827433 1970.7863241991206 100 TCGA 1 50 100 1.0 0.0005 100 5302 -5 1959.4988505034219 1983.815424166732 100 TCGA 1 50 100 1.0 0.0005 100 5302 -6 1948.2886776358357 1964.9292213018216 100 TCGA 1 50 100 1.0 0.0005 100 5302 -7 1940.6232504390662 1948.3755680256752 100 TCGA 1 50 100 1.0 0.0005 100 5302 -8 1929.8339086584326 1939.7753624077418 100 TCGA 1 50 100 1.0 0.0005 100 5302 -9 1925.3158827469888 1945.2740490784 100 TCGA 1 50 100 1.0 0.0005 100 5302 -10 1919.3899920847098 1916.9076553421403 100 TCGA 1 50 100 1.0 0.0005 100 5302 -11 1912.5270437450731 1913.5048993748037 100 TCGA 1 50 100 1.0 0.0005 100 5302 -12 1910.0468896882237 1909.9301346822 100 TCGA 1 50 100 1.0 0.0005 100 5302 -13 1903.9397368202758 1908.0233583689935 100 TCGA 1 50 100 1.0 0.0005 100 5302 -14 1900.3761060178008 1898.334557921443 100 TCGA 1 50 100 1.0 0.0005 100 5302 -15 1897.3818938047416 1902.325982942054 100 TCGA 1 50 100 1.0 0.0005 100 5302 -16 1894.1102144497022 1893.2335346164416 100 TCGA 1 50 100 1.0 0.0005 100 5302 -17 1891.206375961738 1898.9137938226288 100 TCGA 1 50 100 1.0 0.0005 100 5302 -18 1890.1767909223179 1888.8604570705088 100 TCGA 1 50 100 1.0 0.0005 100 5302 -19 1886.6901064784495 1887.5092883852858 100 TCGA 1 50 100 1.0 0.0005 100 5302 -20 1883.565098126055 1884.4261241510285 100 TCGA 1 50 100 1.0 0.0005 100 5302 -21 1882.8645655839275 1884.0885764270572 100 TCGA 1 50 100 1.0 0.0005 100 5302 -22 1880.7264274991453 1881.2107080814228 100 TCGA 1 50 100 1.0 0.0005 100 5302 -23 1879.5082838448286 1879.983920456776 100 TCGA 1 50 100 1.0 0.0005 100 5302 -24 1876.6703738308283 1876.1370230056532 100 TCGA 1 50 100 1.0 0.0005 100 5302 -25 1874.6654299491083 1874.6403072491364 100 TCGA 1 50 100 1.0 0.0005 100 5302 -26 1873.2985133228458 1877.3789068634187 100 TCGA 1 50 100 1.0 0.0005 100 5302 -27 1871.7439005720069 1872.9009703056297 100 TCGA 1 50 100 1.0 0.0005 100 5302 -28 1871.6319895370796 1871.841802395768 100 TCGA 1 50 100 1.0 0.0005 100 5302 -29 1868.753397380711 1868.1910878857177 100 TCGA 1 50 100 1.0 0.0005 100 5302 -30 1867.3742482163755 1869.374401303392 100 TCGA 1 50 100 1.0 0.0005 100 5302 -31 1866.7683343641434 1865.866171678706 100 TCGA 1 50 100 1.0 0.0005 100 5302 -32 1864.417375307608 1863.3587088273398 100 TCGA 1 50 100 1.0 0.0005 100 5302 -33 1863.8065913690361 1862.668061376217 100 TCGA 1 50 100 1.0 0.0005 100 5302 -34 1862.1882686382933 1862.2830620387092 100 TCGA 1 50 100 1.0 0.0005 100 5302 -35 1861.4014710951017 1860.1752113840687 100 TCGA 1 50 100 1.0 0.0005 100 5302 -36 1860.411413973444 1860.1598250039258 100 TCGA 1 50 100 1.0 0.0005 100 5302 -37 1858.2233701412772 1858.327196897574 100 TCGA 1 50 100 1.0 0.0005 100 5302 -38 1858.0170775808544 1860.8619538120288 100 TCGA 1 50 100 1.0 0.0005 100 5302 -39 1856.7505099729497 1861.619634427018 100 TCGA 1 50 100 1.0 0.0005 100 5302 -40 1856.2207398183086 1857.9814563540358 100 TCGA 1 50 100 1.0 0.0005 100 5302 -41 1854.6437559079907 1856.3227704685537 100 TCGA 1 50 100 1.0 0.0005 100 5302 -42 1853.4242837188206 1855.049355665044 100 TCGA 1 50 100 1.0 0.0005 100 5302 -43 1852.7864661043757 1854.054327423249 100 TCGA 1 50 100 1.0 0.0005 100 5302 -44 1851.913799324636 1850.5967643392744 100 TCGA 1 50 100 1.0 0.0005 100 5302 -45 1850.9019633822309 1852.1308471066268 100 TCGA 1 50 100 1.0 0.0005 100 5302 -46 1850.5264545674436 1851.0546053019002 100 TCGA 1 50 100 1.0 0.0005 100 5302 -47 1848.9264309790826 1852.1871110925722 100 TCGA 1 50 100 1.0 0.0005 100 5302 -48 1847.8401737717702 1848.957464323571 100 TCGA 1 50 100 1.0 0.0005 100 5302 -49 1847.3335917579607 1847.453064271553 100 TCGA 1 50 100 1.0 0.0005 100 5302 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 7ab20f148..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4005.363781875898 4855.087856273555 150 TCGA 1 100 100 0.5 0.0005 100 1043 -1 2462.226678234483 4048.149904797425 150 TCGA 1 100 100 0.5 0.0005 100 1043 -2 2144.3514070609863 2645.199735248508 150 TCGA 1 100 100 0.5 0.0005 100 1043 -3 2050.422514850639 2466.284986946451 150 TCGA 1 100 100 0.5 0.0005 100 1043 -4 2006.3304538737452 2213.6771577614636 150 TCGA 1 100 100 0.5 0.0005 100 1043 -5 1990.0425872240685 2176.6954364105686 150 TCGA 1 100 100 0.5 0.0005 100 1043 -6 1972.5090990139977 2047.612318796129 150 TCGA 1 100 100 0.5 0.0005 100 1043 -7 1963.0457107470709 1983.0381534135522 150 TCGA 1 100 100 0.5 0.0005 100 1043 -8 1953.8440808256712 1969.9683334887327 150 TCGA 1 100 100 0.5 0.0005 100 1043 -9 1943.4930429868446 1983.220393348579 150 TCGA 1 100 100 0.5 0.0005 100 1043 -10 1936.8120215018155 1990.1977367305276 150 TCGA 1 100 100 0.5 0.0005 100 1043 -11 1933.0321991208648 1942.194129215413 150 TCGA 1 100 100 0.5 0.0005 100 1043 -12 1927.040970797304 1940.572887631517 150 TCGA 1 100 100 0.5 0.0005 100 1043 -13 1922.5084697775762 1924.3850122192996 150 TCGA 1 100 100 0.5 0.0005 100 1043 -14 1920.1699069142674 1933.1276278855214 150 TCGA 1 100 100 0.5 0.0005 100 1043 -15 1916.0888495425559 1918.1212372899654 150 TCGA 1 100 100 0.5 0.0005 100 1043 -16 1911.8871879692601 1918.0989971831816 150 TCGA 1 100 100 0.5 0.0005 100 1043 -17 1909.9822021920388 1908.6195963950613 150 TCGA 1 100 100 0.5 0.0005 100 1043 -18 1904.7212309200245 1901.9585286049387 150 TCGA 1 100 100 0.5 0.0005 100 1043 -19 1902.6575865193608 1904.2959462841552 150 TCGA 1 100 100 0.5 0.0005 100 1043 -20 1900.2522434831158 1914.6234278079853 150 TCGA 1 100 100 0.5 0.0005 100 1043 -21 1897.6920568511107 1916.549963562932 150 TCGA 1 100 100 0.5 0.0005 100 1043 -22 1896.6095377967513 1891.503463975149 150 TCGA 1 100 100 0.5 0.0005 100 1043 -23 1893.9800263728557 1893.7144652706893 150 TCGA 1 100 100 0.5 0.0005 100 1043 -24 1892.0134857923726 1892.938391297307 150 TCGA 1 100 100 0.5 0.0005 100 1043 -25 1889.7420907866303 1895.2071263298917 150 TCGA 1 100 100 0.5 0.0005 100 1043 -26 1887.7004257050564 1892.689084460388 150 TCGA 1 100 100 0.5 0.0005 100 1043 -27 1887.1552866950526 1896.2047407447394 150 TCGA 1 100 100 0.5 0.0005 100 1043 -28 1885.208908603931 1885.009395120132 150 TCGA 1 100 100 0.5 0.0005 100 1043 -29 1883.4396442081636 1884.98072883951 150 TCGA 1 100 100 0.5 0.0005 100 1043 -30 1883.104720141103 1890.485707958739 150 TCGA 1 100 100 0.5 0.0005 100 1043 -31 1881.2509152343969 1883.6543533095164 150 TCGA 1 100 100 0.5 0.0005 100 1043 -32 1879.8501062402768 1877.105309874568 150 TCGA 1 100 100 0.5 0.0005 100 1043 -33 1879.2731534232119 1881.8283648466945 150 TCGA 1 100 100 0.5 0.0005 100 1043 -34 1878.047607013112 1889.7974233962782 150 TCGA 1 100 100 0.5 0.0005 100 1043 -35 1876.3284552534026 1877.1418273005654 150 TCGA 1 100 100 0.5 0.0005 100 1043 -36 1874.594763269434 1876.5390790623037 150 TCGA 1 100 100 0.5 0.0005 100 1043 -37 1874.0195875639415 1878.38247021239 150 TCGA 1 100 100 0.5 0.0005 100 1043 -38 1873.249402006711 1874.4171786667714 150 TCGA 1 100 100 0.5 0.0005 100 1043 -39 1872.5162754921073 1872.970699444488 150 TCGA 1 100 100 0.5 0.0005 100 1043 -40 1870.673782057389 1870.8537180531564 150 TCGA 1 100 100 0.5 0.0005 100 1043 -41 1869.189274890626 1872.246170427332 150 TCGA 1 100 100 0.5 0.0005 100 1043 -42 1869.2218836603292 1872.7288891969613 150 TCGA 1 100 100 0.5 0.0005 100 1043 -43 1868.0725826889773 1869.307747232255 150 TCGA 1 100 100 0.5 0.0005 100 1043 -44 1866.8373087778568 1867.219610626374 150 TCGA 1 100 100 0.5 0.0005 100 1043 -45 1865.6362524329584 1867.024038036864 150 TCGA 1 100 100 0.5 0.0005 100 1043 -46 1865.0763179124606 1866.9683733609454 150 TCGA 1 100 100 0.5 0.0005 100 1043 -47 1863.4136394301036 1880.8706496348932 150 TCGA 1 100 100 0.5 0.0005 100 1043 -48 1863.458212766361 1868.1812136856156 150 TCGA 1 100 100 0.5 0.0005 100 1043 -49 1862.3253734106197 1864.1693937215373 150 TCGA 1 100 100 0.5 0.0005 100 1043 -50 1861.763322600484 1861.8070761522456 150 TCGA 1 100 100 0.5 0.0005 100 1043 -51 1860.5655622902773 1860.2478996545226 150 TCGA 1 100 100 0.5 0.0005 100 1043 -52 1859.939455046187 1860.1885348372723 150 TCGA 1 100 100 0.5 0.0005 100 1043 -53 1859.383017481112 1860.5994339372644 150 TCGA 1 100 100 0.5 0.0005 100 1043 -54 1858.4289144743152 1859.7307177979742 150 TCGA 1 100 100 0.5 0.0005 100 1043 -55 1857.739703745884 1859.539634819606 150 TCGA 1 100 100 0.5 0.0005 100 1043 -56 1857.0582724485112 1858.9642475070666 150 TCGA 1 100 100 0.5 0.0005 100 1043 -57 1856.3653325462917 1856.4353309516332 150 TCGA 1 100 100 0.5 0.0005 100 1043 -58 1855.6352506770208 1855.1398097666065 150 TCGA 1 100 100 0.5 0.0005 100 1043 -59 1854.5676089539195 1857.465854050526 150 TCGA 1 100 100 0.5 0.0005 100 1043 -60 1853.9838232242018 1856.9127786147535 150 TCGA 1 100 100 0.5 0.0005 100 1043 -61 1853.6410075205886 1854.0861626246467 150 TCGA 1 100 100 0.5 0.0005 100 1043 -62 1852.1304155263083 1859.969008249254 150 TCGA 1 100 100 0.5 0.0005 100 1043 -63 1851.9603526961366 1853.4146299122565 150 TCGA 1 100 100 0.5 0.0005 100 1043 -64 1851.6076901871547 1852.59563012818 150 TCGA 1 100 100 0.5 0.0005 100 1043 -65 1849.863628439824 1851.3781419303548 150 TCGA 1 100 100 0.5 0.0005 100 1043 -66 1849.7529866282116 1851.1042351650833 150 TCGA 1 100 100 0.5 0.0005 100 1043 -67 1849.3853595715334 1849.6573492462312 150 TCGA 1 100 100 0.5 0.0005 100 1043 -68 1848.7199132173957 1849.7662144953283 150 TCGA 1 100 100 0.5 0.0005 100 1043 -69 1847.9491564953669 1849.1052810438914 150 TCGA 1 100 100 0.5 0.0005 100 1043 -70 1847.913184149668 1849.3052162668812 150 TCGA 1 100 100 0.5 0.0005 100 1043 -71 1846.6705391346604 1847.020119518491 150 TCGA 1 100 100 0.5 0.0005 100 1043 -72 1845.9773377875076 1847.874420932789 150 TCGA 1 100 100 0.5 0.0005 100 1043 -73 1845.715452044121 1845.3589038944724 150 TCGA 1 100 100 0.5 0.0005 100 1043 -74 1845.2108304857982 1850.065969495917 150 TCGA 1 100 100 0.5 0.0005 100 1043 -75 1844.8699134871795 1846.0135246545226 150 TCGA 1 100 100 0.5 0.0005 100 1043 -76 1844.1064590060666 1845.0835703174073 150 TCGA 1 100 100 0.5 0.0005 100 1043 -77 1843.4249362819946 1845.1995990695666 150 TCGA 1 100 100 0.5 0.0005 100 1043 -78 1842.748334480777 1843.8483997134108 150 TCGA 1 100 100 0.5 0.0005 100 1043 -79 1842.7839745428828 1845.1841826319096 150 TCGA 1 100 100 0.5 0.0005 100 1043 -80 1841.9358688850118 1844.6496508421012 150 TCGA 1 100 100 0.5 0.0005 100 1043 -81 1841.5074548730893 1843.1331271837705 150 TCGA 1 100 100 0.5 0.0005 100 1043 -82 1841.125689706122 1842.1274561282978 150 TCGA 1 100 100 0.5 0.0005 100 1043 -83 1840.9472159875238 1841.572269305512 150 TCGA 1 100 100 0.5 0.0005 100 1043 -84 1839.9793191444182 1842.7117202222048 150 TCGA 1 100 100 0.5 0.0005 100 1043 -85 1839.5182176213775 1842.7461287148633 150 TCGA 1 100 100 0.5 0.0005 100 1043 -86 1839.3256144173936 1839.862777019865 150 TCGA 1 100 100 0.5 0.0005 100 1043 -87 1838.6700246380647 1840.6379468141488 150 TCGA 1 100 100 0.5 0.0005 100 1043 -88 1838.1198227145014 1839.9048728751177 150 TCGA 1 100 100 0.5 0.0005 100 1043 -89 1837.814646456361 1840.3407963891725 150 TCGA 1 100 100 0.5 0.0005 100 1043 -90 1837.5177529257633 1838.8602834730293 150 TCGA 1 100 100 0.5 0.0005 100 1043 -91 1836.8549185547529 1838.495217174741 150 TCGA 1 100 100 0.5 0.0005 100 1043 -92 1836.7185340912856 1838.040655548249 150 TCGA 1 100 100 0.5 0.0005 100 1043 -93 1835.8301067247976 1837.3782480517823 150 TCGA 1 100 100 0.5 0.0005 100 1043 -94 1835.767289429188 1836.92246817584 150 TCGA 1 100 100 0.5 0.0005 100 1043 -95 1835.3893540871304 1836.073306596459 150 TCGA 1 100 100 0.5 0.0005 100 1043 -96 1834.6449949918335 1835.788861298681 150 TCGA 1 100 100 0.5 0.0005 100 1043 -97 1834.099728515843 1835.751937176115 150 TCGA 1 100 100 0.5 0.0005 100 1043 -98 1834.0725799093875 1835.2848900263034 150 TCGA 1 100 100 0.5 0.0005 100 1043 -99 1833.6927138425526 1834.7493767666458 150 TCGA 1 100 100 0.5 0.0005 100 1043 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index c656c68b9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3982.234380177667 4975.266542674309 150 TCGA 1 100 100 0.0 0.0005 100 7179 -1 2448.8576030660947 4277.874317878454 150 TCGA 1 100 100 0.0 0.0005 100 7179 -2 2133.570839450247 3396.100901234689 150 TCGA 1 100 100 0.0 0.0005 100 7179 -3 2043.5333004923907 2463.769623262798 150 TCGA 1 100 100 0.0 0.0005 100 7179 -4 2007.7682001263133 2248.484031485553 150 TCGA 1 100 100 0.0 0.0005 100 7179 -5 1986.445643352922 2007.3525451966866 150 TCGA 1 100 100 0.0 0.0005 100 7179 -6 1970.253004804548 1988.2408048543498 150 TCGA 1 100 100 0.0 0.0005 100 7179 -7 1963.5885030476293 2015.129911643177 150 TCGA 1 100 100 0.0 0.0005 100 7179 -8 1951.3329253513402 1982.7864800074592 150 TCGA 1 100 100 0.0 0.0005 100 7179 -9 1945.0509724012907 1996.8464521091787 150 TCGA 1 100 100 0.0 0.0005 100 7179 -10 1939.6429517890529 1962.1285719368327 150 TCGA 1 100 100 0.0 0.0005 100 7179 -11 1932.9767816106926 1935.3423630604193 150 TCGA 1 100 100 0.0 0.0005 100 7179 -12 1927.966061414652 1959.8886086928785 150 TCGA 1 100 100 0.0 0.0005 100 7179 -13 1922.4260511154548 1948.1377020601053 150 TCGA 1 100 100 0.0 0.0005 100 7179 -14 1918.3582327385302 1912.8121736612752 150 TCGA 1 100 100 0.0 0.0005 100 7179 -15 1914.0947539768842 1918.1198632321766 150 TCGA 1 100 100 0.0 0.0005 100 7179 -16 1911.1177977834352 1906.0910491176587 150 TCGA 1 100 100 0.0 0.0005 100 7179 -17 1906.1858053904637 1909.2304877659783 150 TCGA 1 100 100 0.0 0.0005 100 7179 -18 1906.4132907006049 1909.077378469496 150 TCGA 1 100 100 0.0 0.0005 100 7179 -19 1900.9928125806625 1916.800670834642 150 TCGA 1 100 100 0.0 0.0005 100 7179 -20 1900.4108843798615 1898.5695524742855 150 TCGA 1 100 100 0.0 0.0005 100 7179 -21 1898.6514208036044 1901.1066097086998 150 TCGA 1 100 100 0.0 0.0005 100 7179 -22 1896.2711346917206 1892.0543961261385 150 TCGA 1 100 100 0.0 0.0005 100 7179 -23 1893.6178668235373 1903.6039444046403 150 TCGA 1 100 100 0.0 0.0005 100 7179 -24 1892.8214513959863 1892.907827099364 150 TCGA 1 100 100 0.0 0.0005 100 7179 -25 1890.299094774851 1894.3551467052057 150 TCGA 1 100 100 0.0 0.0005 100 7179 -26 1888.0078366987805 1896.175588636542 150 TCGA 1 100 100 0.0 0.0005 100 7179 -27 1886.827821547837 1883.2175679422503 150 TCGA 1 100 100 0.0 0.0005 100 7179 -28 1885.51461805277 1887.8506067937342 150 TCGA 1 100 100 0.0 0.0005 100 7179 -29 1884.2049306296174 1883.9000170530387 150 TCGA 1 100 100 0.0 0.0005 100 7179 -30 1882.7877279154516 1879.501427425212 150 TCGA 1 100 100 0.0 0.0005 100 7179 -31 1881.3540106508426 1892.310127910058 150 TCGA 1 100 100 0.0 0.0005 100 7179 -32 1879.8292902067099 1878.4614693339745 150 TCGA 1 100 100 0.0 0.0005 100 7179 -33 1879.681414497206 1879.926094706933 150 TCGA 1 100 100 0.0 0.0005 100 7179 -34 1877.4264138246542 1875.453078993601 150 TCGA 1 100 100 0.0 0.0005 100 7179 -35 1876.8255925349379 1874.0700070175094 150 TCGA 1 100 100 0.0 0.0005 100 7179 -36 1875.5829851261433 1872.8088992324906 150 TCGA 1 100 100 0.0 0.0005 100 7179 -37 1873.9440184920104 1878.5804707129396 150 TCGA 1 100 100 0.0 0.0005 100 7179 -38 1873.1413080024058 1870.7705605665044 150 TCGA 1 100 100 0.0 0.0005 100 7179 -39 1872.8709428210066 1881.8134495720792 150 TCGA 1 100 100 0.0 0.0005 100 7179 -40 1870.785164779525 1870.9754436243718 150 TCGA 1 100 100 0.0 0.0005 100 7179 -41 1870.3310352167468 1869.222440940052 150 TCGA 1 100 100 0.0 0.0005 100 7179 -42 1869.4190953149634 1870.5250648996937 150 TCGA 1 100 100 0.0 0.0005 100 7179 -43 1868.2242064026268 1869.0799002335898 150 TCGA 1 100 100 0.0 0.0005 100 7179 -44 1866.9160492525848 1867.5119800663474 150 TCGA 1 100 100 0.0 0.0005 100 7179 -45 1867.3019930012113 1862.4561890261857 150 TCGA 1 100 100 0.0 0.0005 100 7179 -46 1865.319893231601 1863.3314123105763 150 TCGA 1 100 100 0.0 0.0005 100 7179 -47 1864.7794838705317 1861.6806278707993 150 TCGA 1 100 100 0.0 0.0005 100 7179 -48 1863.4577952556438 1859.1151123046875 150 TCGA 1 100 100 0.0 0.0005 100 7179 -49 1862.334018629355 1860.3727622487438 150 TCGA 1 100 100 0.0 0.0005 100 7179 -50 1861.7558623589712 1856.9111904738536 150 TCGA 1 100 100 0.0 0.0005 100 7179 -51 1861.0801156494604 1857.1233204597204 150 TCGA 1 100 100 0.0 0.0005 100 7179 -52 1860.5902891383664 1858.7882736436086 150 TCGA 1 100 100 0.0 0.0005 100 7179 -53 1859.246658265584 1859.443874033252 150 TCGA 1 100 100 0.0 0.0005 100 7179 -54 1858.7154534066651 1859.4146102828597 150 TCGA 1 100 100 0.0 0.0005 100 7179 -55 1858.1003399301899 1852.5364800074592 150 TCGA 1 100 100 0.0 0.0005 100 7179 -56 1857.3161338229627 1859.8339101513427 150 TCGA 1 100 100 0.0 0.0005 100 7179 -57 1857.241771855968 1856.7162668812814 150 TCGA 1 100 100 0.0 0.0005 100 7179 -58 1856.3149936598104 1853.3662870014134 150 TCGA 1 100 100 0.0 0.0005 100 7179 -59 1854.6063607938988 1853.33195825318 150 TCGA 1 100 100 0.0 0.0005 100 7179 -60 1854.555915111223 1854.6406176389762 150 TCGA 1 100 100 0.0 0.0005 100 7179 -61 1853.180842419503 1852.884056513034 150 TCGA 1 100 100 0.0 0.0005 100 7179 -62 1852.5750439747435 1850.177608010757 150 TCGA 1 100 100 0.0 0.0005 100 7179 -63 1852.4776968450894 1847.8893024693782 150 TCGA 1 100 100 0.0 0.0005 100 7179 -64 1851.7911451756788 1847.5028413552136 150 TCGA 1 100 100 0.0 0.0005 100 7179 -65 1850.7761834620737 1847.8394990087154 150 TCGA 1 100 100 0.0 0.0005 100 7179 -66 1850.443610519101 1853.0348795981863 150 TCGA 1 100 100 0.0 0.0005 100 7179 -67 1850.0034922001444 1848.2831706138113 150 TCGA 1 100 100 0.0 0.0005 100 7179 -68 1848.9654187980489 1844.865651499686 150 TCGA 1 100 100 0.0 0.0005 100 7179 -69 1848.71874256051 1846.2789944596027 150 TCGA 1 100 100 0.0 0.0005 100 7179 -70 1847.8585794242128 1846.1665400979507 150 TCGA 1 100 100 0.0 0.0005 100 7179 -71 1847.44705000242 1846.983173926272 150 TCGA 1 100 100 0.0 0.0005 100 7179 -72 1846.3448232758697 1844.7869621545226 150 TCGA 1 100 100 0.0 0.0005 100 7179 -73 1845.7275958397065 1842.8570648653424 150 TCGA 1 100 100 0.0 0.0005 100 7179 -74 1846.0259938504576 1844.275041589785 150 TCGA 1 100 100 0.0 0.0005 100 7179 -75 1845.0045786926903 1841.5895738457914 150 TCGA 1 100 100 0.0 0.0005 100 7179 -76 1844.7990798413693 1840.7277905641488 150 TCGA 1 100 100 0.0 0.0005 100 7179 -77 1844.3062443835938 1840.6090529552057 150 TCGA 1 100 100 0.0 0.0005 100 7179 -78 1843.6719287387334 1843.0713847558104 150 TCGA 1 100 100 0.0 0.0005 100 7179 -79 1843.255672243214 1839.3309970261464 150 TCGA 1 100 100 0.0 0.0005 100 7179 -80 1842.6808533743565 1838.802409876531 150 TCGA 1 100 100 0.0 0.0005 100 7179 -81 1842.0825502974924 1838.8099438844613 150 TCGA 1 100 100 0.0 0.0005 100 7179 -82 1841.4194275985567 1840.338906446294 150 TCGA 1 100 100 0.0 0.0005 100 7179 -83 1841.1912396926275 1839.5001699169677 150 TCGA 1 100 100 0.0 0.0005 100 7179 -84 1840.3680896130986 1838.2878565189228 150 TCGA 1 100 100 0.0 0.0005 100 7179 -85 1839.756289966139 1837.82970393962 150 TCGA 1 100 100 0.0 0.0005 100 7179 -86 1839.4924833764187 1837.9121529277245 150 TCGA 1 100 100 0.0 0.0005 100 7179 -87 1839.3410661835558 1835.7419439727937 150 TCGA 1 100 100 0.0 0.0005 100 7179 -88 1838.6034969445225 1835.5197569880654 150 TCGA 1 100 100 0.0 0.0005 100 7179 -89 1838.3055340485562 1835.141191798838 150 TCGA 1 100 100 0.0 0.0005 100 7179 -90 1837.848556114901 1835.4588512631517 150 TCGA 1 100 100 0.0 0.0005 100 7179 -91 1836.9828316737185 1835.2471672326476 150 TCGA 1 100 100 0.0 0.0005 100 7179 -92 1836.6745456542697 1834.255419553824 150 TCGA 1 100 100 0.0 0.0005 100 7179 -93 1836.4668530254362 1834.2472972774026 150 TCGA 1 100 100 0.0 0.0005 100 7179 -94 1835.9486667834458 1833.9192121496153 150 TCGA 1 100 100 0.0 0.0005 100 7179 -95 1835.499987164836 1832.144737972087 150 TCGA 1 100 100 0.0 0.0005 100 7179 -96 1835.4854422806761 1832.601539190091 150 TCGA 1 100 100 0.0 0.0005 100 7179 -97 1834.6162868856998 1832.0240687077967 150 TCGA 1 100 100 0.0 0.0005 100 7179 -98 1834.5316999665142 1831.6948696117306 150 TCGA 1 100 100 0.0 0.0005 100 7179 -99 1834.2214627296269 1830.9036184339668 150 TCGA 1 100 100 0.0 0.0005 100 7179 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index a508210a5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3986.988591637512 4899.721964313756 150 TCGA 1 100 100 1.0 0.0005 100 9174 -1 2456.341984306546 3819.57620377277 150 TCGA 1 100 100 1.0 0.0005 100 9174 -2 2136.8018910147966 3038.15857731038 150 TCGA 1 100 100 1.0 0.0005 100 9174 -3 2049.0982781150587 2559.255998007616 150 TCGA 1 100 100 1.0 0.0005 100 9174 -4 2007.676573569307 2166.247177047346 150 TCGA 1 100 100 1.0 0.0005 100 9174 -5 1988.263360274824 2137.165073413945 150 TCGA 1 100 100 1.0 0.0005 100 9174 -6 1973.4664233335761 2077.10493016842 150 TCGA 1 100 100 1.0 0.0005 100 9174 -7 1961.8980603069583 2029.231766130457 150 TCGA 1 100 100 1.0 0.0005 100 9174 -8 1953.6142522805715 1995.853986117109 150 TCGA 1 100 100 1.0 0.0005 100 9174 -9 1944.3613639462806 1938.4859956520886 150 TCGA 1 100 100 1.0 0.0005 100 9174 -10 1936.4059451716676 1941.563047169441 150 TCGA 1 100 100 1.0 0.0005 100 9174 -11 1934.1688104479 1935.6683343475188 150 TCGA 1 100 100 1.0 0.0005 100 9174 -12 1927.7871596392463 1929.217877105253 150 TCGA 1 100 100 1.0 0.0005 100 9174 -13 1922.766133460526 1923.5923863703283 150 TCGA 1 100 100 1.0 0.0005 100 9174 -14 1920.158786675323 1917.571930698414 150 TCGA 1 100 100 1.0 0.0005 100 9174 -15 1913.942332221243 1912.228226704813 150 TCGA 1 100 100 1.0 0.0005 100 9174 -16 1911.1704723836322 1919.1953431709328 150 TCGA 1 100 100 1.0 0.0005 100 9174 -17 1909.0864203038234 1918.675308917635 150 TCGA 1 100 100 1.0 0.0005 100 9174 -18 1906.8831517734436 1903.1527118011934 150 TCGA 1 100 100 1.0 0.0005 100 9174 -19 1902.9922216453515 1912.9350524595634 150 TCGA 1 100 100 1.0 0.0005 100 9174 -20 1900.9020310461635 1902.9814851847127 150 TCGA 1 100 100 1.0 0.0005 100 9174 -21 1897.4549848861175 1895.0667301350502 150 TCGA 1 100 100 1.0 0.0005 100 9174 -22 1895.8440098371314 1893.661272058535 150 TCGA 1 100 100 1.0 0.0005 100 9174 -23 1894.6831020351392 1893.6463892951083 150 TCGA 1 100 100 1.0 0.0005 100 9174 -24 1892.9624942745904 1887.300114463921 150 TCGA 1 100 100 1.0 0.0005 100 9174 -25 1889.7707697343235 1892.821080500157 150 TCGA 1 100 100 1.0 0.0005 100 9174 -26 1889.5286005196633 1889.9177552803078 150 TCGA 1 100 100 1.0 0.0005 100 9174 -27 1886.5467325187792 1884.264425766528 150 TCGA 1 100 100 1.0 0.0005 100 9174 -28 1886.2287714153758 1880.1014582188286 150 TCGA 1 100 100 1.0 0.0005 100 9174 -29 1883.7081408921676 1879.2419083945117 150 TCGA 1 100 100 1.0 0.0005 100 9174 -30 1882.8715784341339 1889.938425035333 150 TCGA 1 100 100 1.0 0.0005 100 9174 -31 1881.0856053662867 1880.2448662992697 150 TCGA 1 100 100 1.0 0.0005 100 9174 -32 1880.675138020252 1877.6427020355684 150 TCGA 1 100 100 1.0 0.0005 100 9174 -33 1878.1622917651332 1884.5872980625786 150 TCGA 1 100 100 1.0 0.0005 100 9174 -34 1877.3269531440756 1873.4492782516097 150 TCGA 1 100 100 1.0 0.0005 100 9174 -35 1875.977792073286 1889.0025285116992 150 TCGA 1 100 100 1.0 0.0005 100 9174 -36 1875.7891103661689 1875.0056250490734 150 TCGA 1 100 100 1.0 0.0005 100 9174 -37 1874.3224030920592 1869.3680879985866 150 TCGA 1 100 100 1.0 0.0005 100 9174 -38 1872.8949558323204 1870.7419047139997 150 TCGA 1 100 100 1.0 0.0005 100 9174 -39 1871.1843477545713 1870.559315743758 150 TCGA 1 100 100 1.0 0.0005 100 9174 -40 1870.9069058877812 1872.1495091423917 150 TCGA 1 100 100 1.0 0.0005 100 9174 -41 1870.0827176996422 1867.4868943104193 150 TCGA 1 100 100 1.0 0.0005 100 9174 -42 1869.2761220385926 1866.044774041104 150 TCGA 1 100 100 1.0 0.0005 100 9174 -43 1867.357861731438 1874.087281500275 150 TCGA 1 100 100 1.0 0.0005 100 9174 -44 1867.2964641521228 1868.610087792478 150 TCGA 1 100 100 1.0 0.0005 100 9174 -45 1865.9614632239577 1868.8939086300643 150 TCGA 1 100 100 1.0 0.0005 100 9174 -46 1865.5212559990084 1863.5907822805434 150 TCGA 1 100 100 1.0 0.0005 100 9174 -47 1863.6507269280978 1861.822732436597 150 TCGA 1 100 100 1.0 0.0005 100 9174 -48 1862.9675186281559 1862.403379200691 150 TCGA 1 100 100 1.0 0.0005 100 9174 -49 1863.0619078111483 1861.3250303028815 150 TCGA 1 100 100 1.0 0.0005 100 9174 -50 1861.9712405395849 1859.2707942790123 150 TCGA 1 100 100 1.0 0.0005 100 9174 -51 1861.0199914900954 1859.2222133617306 150 TCGA 1 100 100 1.0 0.0005 100 9174 -52 1860.2537859237439 1856.646115710388 150 TCGA 1 100 100 1.0 0.0005 100 9174 -53 1859.0013876965115 1861.6595262690405 150 TCGA 1 100 100 1.0 0.0005 100 9174 -54 1858.9256294762295 1855.563756281407 150 TCGA 1 100 100 1.0 0.0005 100 9174 -55 1858.4817431101058 1860.683896778816 150 TCGA 1 100 100 1.0 0.0005 100 9174 -56 1857.440621056798 1857.4798185262248 150 TCGA 1 100 100 1.0 0.0005 100 9174 -57 1856.364189140285 1854.7563758735082 150 TCGA 1 100 100 1.0 0.0005 100 9174 -58 1855.0689298994027 1855.6862547601288 150 TCGA 1 100 100 1.0 0.0005 100 9174 -59 1855.8322562741334 1853.7500134952104 150 TCGA 1 100 100 1.0 0.0005 100 9174 -60 1854.64965107702 1852.8464110101288 150 TCGA 1 100 100 1.0 0.0005 100 9174 -61 1853.723616720856 1852.74608454872 150 TCGA 1 100 100 1.0 0.0005 100 9174 -62 1853.2862794086036 1851.1682337468592 150 TCGA 1 100 100 1.0 0.0005 100 9174 -63 1852.5760715372635 1852.716841654562 150 TCGA 1 100 100 1.0 0.0005 100 9174 -64 1852.144077659119 1850.8258578046482 150 TCGA 1 100 100 1.0 0.0005 100 9174 -65 1850.8576292678147 1858.0160378307553 150 TCGA 1 100 100 1.0 0.0005 100 9174 -66 1850.0751532643937 1848.862741441583 150 TCGA 1 100 100 1.0 0.0005 100 9174 -67 1849.3804956711433 1848.350422154719 150 TCGA 1 100 100 1.0 0.0005 100 9174 -68 1849.0876487325725 1848.5921679932867 150 TCGA 1 100 100 1.0 0.0005 100 9174 -69 1848.6999790358989 1846.8029184005968 150 TCGA 1 100 100 1.0 0.0005 100 9174 -70 1847.6072696924662 1846.7149431238222 150 TCGA 1 100 100 1.0 0.0005 100 9174 -71 1847.4847773047268 1845.657590319763 150 TCGA 1 100 100 1.0 0.0005 100 9174 -72 1846.671533941624 1845.802057160804 150 TCGA 1 100 100 1.0 0.0005 100 9174 -73 1846.141719926693 1843.8611809045226 150 TCGA 1 100 100 1.0 0.0005 100 9174 -74 1845.8740637551755 1845.1159103623586 150 TCGA 1 100 100 1.0 0.0005 100 9174 -75 1844.9649245488563 1845.04502676959 150 TCGA 1 100 100 1.0 0.0005 100 9174 -76 1844.5418534123987 1848.62564347617 150 TCGA 1 100 100 1.0 0.0005 100 9174 -77 1844.0259893813136 1841.75980672405 150 TCGA 1 100 100 1.0 0.0005 100 9174 -78 1843.4873324152693 1843.1186854683574 150 TCGA 1 100 100 1.0 0.0005 100 9174 -79 1842.979120253878 1843.1894604860238 150 TCGA 1 100 100 1.0 0.0005 100 9174 -80 1842.3724709004214 1843.95861018962 150 TCGA 1 100 100 1.0 0.0005 100 9174 -81 1841.9298254712005 1840.7492804599167 150 TCGA 1 100 100 1.0 0.0005 100 9174 -82 1841.3356366775467 1840.827441038199 150 TCGA 1 100 100 1.0 0.0005 100 9174 -83 1840.7752690315779 1839.523517857844 150 TCGA 1 100 100 1.0 0.0005 100 9174 -84 1840.0481529844726 1840.6293583395493 150 TCGA 1 100 100 1.0 0.0005 100 9174 -85 1840.2884219272128 1840.315650518216 150 TCGA 1 100 100 1.0 0.0005 100 9174 -86 1839.3678388777607 1837.8335151097283 150 TCGA 1 100 100 1.0 0.0005 100 9174 -87 1839.1274186108897 1837.8564244562658 150 TCGA 1 100 100 1.0 0.0005 100 9174 -88 1838.5831351286067 1838.5277976798052 150 TCGA 1 100 100 1.0 0.0005 100 9174 -89 1838.098633929786 1837.7659292556532 150 TCGA 1 100 100 1.0 0.0005 100 9174 -90 1837.3252476205623 1836.0965484159076 150 TCGA 1 100 100 1.0 0.0005 100 9174 -91 1837.1795227139346 1835.7914830500158 150 TCGA 1 100 100 1.0 0.0005 100 9174 -92 1836.20571304323 1835.9918261964117 150 TCGA 1 100 100 1.0 0.0005 100 9174 -93 1836.340785499502 1834.790523663238 150 TCGA 1 100 100 1.0 0.0005 100 9174 -94 1835.695254523755 1839.490852701005 150 TCGA 1 100 100 1.0 0.0005 100 9174 -95 1835.6173848372403 1834.246170427332 150 TCGA 1 100 100 1.0 0.0005 100 9174 -96 1835.112927179329 1834.058274772299 150 TCGA 1 100 100 1.0 0.0005 100 9174 -97 1834.5569700745018 1836.104338832836 150 TCGA 1 100 100 1.0 0.0005 100 9174 -98 1834.4074596665191 1834.9402634510443 150 TCGA 1 100 100 1.0 0.0005 100 9174 -99 1833.909092879825 1834.3762820449906 150 TCGA 1 100 100 1.0 0.0005 100 9174 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 98c240a14..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3979.32304625368 4976.080659645886 150 TCGA 1 50 100 0.5 0.0005 100 4827 -1 2451.7898389320444 4030.076663836762 150 TCGA 1 50 100 0.5 0.0005 100 4827 -2 2139.0764533220786 3065.712149615264 150 TCGA 1 50 100 0.5 0.0005 100 4827 -3 2048.4682707796674 2460.7504551566426 150 TCGA 1 50 100 0.5 0.0005 100 4827 -4 2007.2486186665687 2404.022578713882 150 TCGA 1 50 100 0.5 0.0005 100 4827 -5 1987.8131333921806 2132.848999636856 150 TCGA 1 50 100 0.5 0.0005 100 4827 -6 1972.0329356167463 2028.2319526097283 150 TCGA 1 50 100 0.5 0.0005 100 4827 -7 1961.0591035049426 1978.4601382154915 150 TCGA 1 50 100 0.5 0.0005 100 4827 -8 1953.5545640943944 1970.7476309771514 150 TCGA 1 50 100 0.5 0.0005 100 4827 -9 1944.999383339859 1944.0206243620446 150 TCGA 1 50 100 0.5 0.0005 100 4827 -10 1937.2949757091114 1983.453315773202 150 TCGA 1 50 100 0.5 0.0005 100 4827 -11 1931.9951965556852 1955.8376832894944 150 TCGA 1 50 100 0.5 0.0005 100 4827 -12 1926.5936525372313 1923.484223485592 150 TCGA 1 50 100 0.5 0.0005 100 4827 -13 1921.667303201782 1920.5504358952967 150 TCGA 1 50 100 0.5 0.0005 100 4827 -14 1918.895527773769 1963.63731192584 150 TCGA 1 50 100 0.5 0.0005 100 4827 -15 1915.6350927173007 1916.5942505496232 150 TCGA 1 50 100 0.5 0.0005 100 4827 -16 1911.394666169102 1912.454181920344 150 TCGA 1 50 100 0.5 0.0005 100 4827 -17 1907.609665616999 1910.9477226218985 150 TCGA 1 50 100 0.5 0.0005 100 4827 -18 1906.5074081787081 1907.8430875078518 150 TCGA 1 50 100 0.5 0.0005 100 4827 -19 1902.6539310728256 1901.7801194694173 150 TCGA 1 50 100 0.5 0.0005 100 4827 -20 1899.845674170941 1902.4277245603016 150 TCGA 1 50 100 0.5 0.0005 100 4827 -21 1898.073834049341 1900.448778928824 150 TCGA 1 50 100 0.5 0.0005 100 4827 -22 1896.0106782705634 1901.7890263082993 150 TCGA 1 50 100 0.5 0.0005 100 4827 -23 1894.3825430705592 1901.073028104389 150 TCGA 1 50 100 0.5 0.0005 100 4827 -24 1890.2100499933726 1890.804461148516 150 TCGA 1 50 100 0.5 0.0005 100 4827 -25 1890.4613372158933 1888.183682695705 150 TCGA 1 50 100 0.5 0.0005 100 4827 -26 1888.712167563802 1887.1091670510757 150 TCGA 1 50 100 0.5 0.0005 100 4827 -27 1888.08015299679 1892.270188834799 150 TCGA 1 50 100 0.5 0.0005 100 4827 -28 1885.1158221219584 1891.2750673533685 150 TCGA 1 50 100 0.5 0.0005 100 4827 -29 1883.5857909175218 1883.8274950190405 150 TCGA 1 50 100 0.5 0.0005 100 4827 -30 1882.422297865515 1884.7995188344064 150 TCGA 1 50 100 0.5 0.0005 100 4827 -31 1881.251583235194 1876.6999272485475 150 TCGA 1 50 100 0.5 0.0005 100 4827 -32 1878.9522225190146 1895.8856311587233 150 TCGA 1 50 100 0.5 0.0005 100 4827 -33 1878.9205835944695 1890.9891038444173 150 TCGA 1 50 100 0.5 0.0005 100 4827 -34 1876.9915550207238 1876.5800002208307 150 TCGA 1 50 100 0.5 0.0005 100 4827 -35 1876.620132938508 1885.4889774801743 150 TCGA 1 50 100 0.5 0.0005 100 4827 -36 1874.4132920222726 1874.8908679137876 150 TCGA 1 50 100 0.5 0.0005 100 4827 -37 1874.386320314898 1872.692026416261 150 TCGA 1 50 100 0.5 0.0005 100 4827 -38 1872.7242093457216 1870.4225792046168 150 TCGA 1 50 100 0.5 0.0005 100 4827 -39 1870.8583258275328 1871.4892406367776 150 TCGA 1 50 100 0.5 0.0005 100 4827 -40 1870.3343832597413 1872.0664271062342 150 TCGA 1 50 100 0.5 0.0005 100 4827 -41 1869.2002548284197 1869.322944679452 150 TCGA 1 50 100 0.5 0.0005 100 4827 -42 1867.6706141018285 1869.807561979821 150 TCGA 1 50 100 0.5 0.0005 100 4827 -43 1867.1882711862504 1869.1578884412295 150 TCGA 1 50 100 0.5 0.0005 100 4827 -44 1865.9088425532505 1865.3526617462312 150 TCGA 1 50 100 0.5 0.0005 100 4827 -45 1865.4554008571602 1866.316265777128 150 TCGA 1 50 100 0.5 0.0005 100 4827 -46 1865.2912537159298 1866.7100719662767 150 TCGA 1 50 100 0.5 0.0005 100 4827 -47 1864.712062934052 1863.0581189639604 150 TCGA 1 50 100 0.5 0.0005 100 4827 -48 1862.2506761624352 1869.1185351807867 150 TCGA 1 50 100 0.5 0.0005 100 4827 -49 1862.2886220304172 1867.6664315228486 150 TCGA 1 50 100 0.5 0.0005 100 4827 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index 571fa22da..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3984.5215223354744 4675.178107333542 150 TCGA 1 50 100 0.0 0.0005 100 3099 -1 2456.8354889505317 4317.923601160097 150 TCGA 1 50 100 0.0 0.0005 100 3099 -2 2140.639740763478 2828.902320440091 150 TCGA 1 50 100 0.0 0.0005 100 3099 -3 2048.7470617693493 2386.7700330264606 150 TCGA 1 50 100 0.0 0.0005 100 3099 -4 2010.685082656276 2077.0547046757224 150 TCGA 1 50 100 0.0 0.0005 100 3099 -5 1988.289841180242 2048.952560654837 150 TCGA 1 50 100 0.0 0.0005 100 3099 -6 1972.8377103059336 2047.5127278236887 150 TCGA 1 50 100 0.0 0.0005 100 3099 -7 1961.5600770562205 2001.7564789278424 150 TCGA 1 50 100 0.0 0.0005 100 3099 -8 1952.4498694737397 2002.6934158095164 150 TCGA 1 50 100 0.0 0.0005 100 3099 -9 1946.6002096573627 1979.37267268962 150 TCGA 1 50 100 0.0 0.0005 100 3099 -10 1938.974890685824 1958.855712890625 150 TCGA 1 50 100 0.0 0.0005 100 3099 -11 1932.3786281275288 1949.4561166427843 150 TCGA 1 50 100 0.0 0.0005 100 3099 -12 1927.0043796658956 1923.9474300211998 150 TCGA 1 50 100 0.0 0.0005 100 3099 -13 1923.7965671604454 1967.8864151077653 150 TCGA 1 50 100 0.0 0.0005 100 3099 -14 1919.7548088263636 1917.9523251020728 150 TCGA 1 50 100 0.0 0.0005 100 3099 -15 1914.8509596969309 1920.4223197285255 150 TCGA 1 50 100 0.0 0.0005 100 3099 -16 1910.6611999859167 1917.9480845389055 150 TCGA 1 50 100 0.0 0.0005 100 3099 -17 1909.680013584018 1917.070948615146 150 TCGA 1 50 100 0.0 0.0005 100 3099 -18 1905.414382411694 1909.035899099992 150 TCGA 1 50 100 0.0 0.0005 100 3099 -19 1902.5620033663556 1904.1633632027324 150 TCGA 1 50 100 0.0 0.0005 100 3099 -20 1900.669611269481 1906.2898243659704 150 TCGA 1 50 100 0.0 0.0005 100 3099 -21 1898.2482616119266 1899.3920389300015 150 TCGA 1 50 100 0.0 0.0005 100 3099 -22 1896.9134921391023 1904.377799642745 150 TCGA 1 50 100 0.0 0.0005 100 3099 -23 1894.0768495907355 1900.397475046129 150 TCGA 1 50 100 0.0 0.0005 100 3099 -24 1892.2662123518205 1903.5620675398477 150 TCGA 1 50 100 0.0 0.0005 100 3099 -25 1891.7615864878587 1890.0579821716 150 TCGA 1 50 100 0.0 0.0005 100 3099 -26 1889.3082395158237 1891.0062881546403 150 TCGA 1 50 100 0.0 0.0005 100 3099 -27 1887.0699273224507 1887.822720168224 150 TCGA 1 50 100 0.0 0.0005 100 3099 -28 1885.384819908751 1901.9260511542086 150 TCGA 1 50 100 0.0 0.0005 100 3099 -29 1883.1588009411582 1886.24497119386 150 TCGA 1 50 100 0.0 0.0005 100 3099 -30 1881.9321791704963 1884.352171624725 150 TCGA 1 50 100 0.0 0.0005 100 3099 -31 1880.453089968995 1884.7956481626884 150 TCGA 1 50 100 0.0 0.0005 100 3099 -32 1879.1503218982832 1884.6903536235866 150 TCGA 1 50 100 0.0 0.0005 100 3099 -33 1879.298138364376 1880.1127138377435 150 TCGA 1 50 100 0.0 0.0005 100 3099 -34 1876.685708118451 1878.639912207522 150 TCGA 1 50 100 0.0 0.0005 100 3099 -35 1875.906642085647 1878.7959493512485 150 TCGA 1 50 100 0.0 0.0005 100 3099 -36 1874.8495908444022 1877.8574096066268 150 TCGA 1 50 100 0.0 0.0005 100 3099 -37 1873.8596708355424 1876.1479081197 150 TCGA 1 50 100 0.0 0.0005 100 3099 -38 1872.3372815133525 1875.811509328871 150 TCGA 1 50 100 0.0 0.0005 100 3099 -39 1871.536505672652 1878.0658044862987 150 TCGA 1 50 100 0.0 0.0005 100 3099 -40 1871.1655985502969 1874.7356637925957 150 TCGA 1 50 100 0.0 0.0005 100 3099 -41 1870.0380424314717 1867.864475576123 150 TCGA 1 50 100 0.0 0.0005 100 3099 -42 1869.2629899898802 1876.9325570724718 150 TCGA 1 50 100 0.0 0.0005 100 3099 -43 1868.2426266615405 1870.1589208248272 150 TCGA 1 50 100 0.0 0.0005 100 3099 -44 1866.8168969020765 1880.253900729232 150 TCGA 1 50 100 0.0 0.0005 100 3099 -45 1865.6072173707785 1867.7690834543812 150 TCGA 1 50 100 0.0 0.0005 100 3099 -46 1864.4766940944946 1867.8055720497016 150 TCGA 1 50 100 0.0 0.0005 100 3099 -47 1863.8977768705658 1865.6642195351758 150 TCGA 1 50 100 0.0 0.0005 100 3099 -48 1863.1653112715303 1865.2386192436793 150 TCGA 1 50 100 0.0 0.0005 100 3099 -49 1863.5742630599293 1864.3625212242855 150 TCGA 1 50 100 0.0 0.0005 100 3099 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 4cc5c17b0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3983.914339287178 4777.226771062343 150 TCGA 1 50 100 1.0 0.0005 100 4089 -1 2451.2788805360706 4237.909945233982 150 TCGA 1 50 100 1.0 0.0005 100 4089 -2 2142.8616881636135 2959.511140909626 150 TCGA 1 50 100 1.0 0.0005 100 4089 -3 2046.3658042317563 2554.6327303019 150 TCGA 1 50 100 1.0 0.0005 100 4089 -4 2010.9611141401977 2232.697044794284 150 TCGA 1 50 100 1.0 0.0005 100 4089 -5 1987.9055567921398 2028.8642823492462 150 TCGA 1 50 100 1.0 0.0005 100 4089 -6 1972.9998620151741 1960.036327266214 150 TCGA 1 50 100 1.0 0.0005 100 4089 -7 1963.3036628942002 1972.1197834877512 150 TCGA 1 50 100 1.0 0.0005 100 4089 -8 1954.1091878954649 2001.8298425722362 150 TCGA 1 50 100 1.0 0.0005 100 4089 -9 1946.971149494398 1940.713408963764 150 TCGA 1 50 100 1.0 0.0005 100 4089 -10 1939.6877163856047 1980.8614839333386 150 TCGA 1 50 100 1.0 0.0005 100 4089 -11 1933.8993215048895 1963.524702982687 150 TCGA 1 50 100 1.0 0.0005 100 4089 -12 1928.013753505008 1923.687460741206 150 TCGA 1 50 100 1.0 0.0005 100 4089 -13 1924.830403650375 1937.7600870563756 150 TCGA 1 50 100 1.0 0.0005 100 4089 -14 1918.6231414764266 1914.952388897613 150 TCGA 1 50 100 1.0 0.0005 100 4089 -15 1915.0679631199685 1914.2780651303392 150 TCGA 1 50 100 1.0 0.0005 100 4089 -16 1911.483896174805 1910.1770890585742 150 TCGA 1 50 100 1.0 0.0005 100 4089 -17 1909.241130547407 1908.739960176861 150 TCGA 1 50 100 1.0 0.0005 100 4089 -18 1906.2094690727595 1908.362408355253 150 TCGA 1 50 100 1.0 0.0005 100 4089 -19 1902.3278538128775 1903.2552950298366 150 TCGA 1 50 100 1.0 0.0005 100 4089 -20 1900.823945682567 1908.3602399203046 150 TCGA 1 50 100 1.0 0.0005 100 4089 -21 1898.2472600603705 1896.2496288817133 150 TCGA 1 50 100 1.0 0.0005 100 4089 -22 1897.1426198597212 1897.124727028698 150 TCGA 1 50 100 1.0 0.0005 100 4089 -23 1894.5508602911746 1894.691670020022 150 TCGA 1 50 100 1.0 0.0005 100 4089 -24 1892.2039401146674 1892.4850761375235 150 TCGA 1 50 100 1.0 0.0005 100 4089 -25 1891.064602432566 1887.2029624440563 150 TCGA 1 50 100 1.0 0.0005 100 4089 -26 1889.019064387941 1897.5023346714038 150 TCGA 1 50 100 1.0 0.0005 100 4089 -27 1888.9257454559704 1891.4099323521907 150 TCGA 1 50 100 1.0 0.0005 100 4089 -28 1885.7468698277833 1891.9192495681532 150 TCGA 1 50 100 1.0 0.0005 100 4089 -29 1884.2190802397772 1881.5309555590452 150 TCGA 1 50 100 1.0 0.0005 100 4089 -30 1882.6987280979235 1879.2362612623665 150 TCGA 1 50 100 1.0 0.0005 100 4089 -31 1881.4788003285585 1882.309828561754 150 TCGA 1 50 100 1.0 0.0005 100 4089 -32 1879.3155890097642 1878.142403300683 150 TCGA 1 50 100 1.0 0.0005 100 4089 -33 1878.9467308537505 1876.4763858354272 150 TCGA 1 50 100 1.0 0.0005 100 4089 -34 1877.3326539734617 1876.9516166035255 150 TCGA 1 50 100 1.0 0.0005 100 4089 -35 1876.704530913724 1872.513436935655 150 TCGA 1 50 100 1.0 0.0005 100 4089 -36 1875.6955178626242 1875.3762016871467 150 TCGA 1 50 100 1.0 0.0005 100 4089 -37 1874.0361871098764 1886.11757088666 150 TCGA 1 50 100 1.0 0.0005 100 4089 -38 1873.370580016429 1875.7587890625 150 TCGA 1 50 100 1.0 0.0005 100 4089 -39 1871.8874168493928 1871.5230982794833 150 TCGA 1 50 100 1.0 0.0005 100 4089 -40 1870.9778088734531 1874.1951781613143 150 TCGA 1 50 100 1.0 0.0005 100 4089 -41 1869.5007214125199 1866.192584013819 150 TCGA 1 50 100 1.0 0.0005 100 4089 -42 1868.6105727715103 1869.7188898594536 150 TCGA 1 50 100 1.0 0.0005 100 4089 -43 1867.1922098920472 1866.3928823806532 150 TCGA 1 50 100 1.0 0.0005 100 4089 -44 1867.0538398205322 1867.3610177351602 150 TCGA 1 50 100 1.0 0.0005 100 4089 -45 1866.0710523204887 1866.9929469122958 150 TCGA 1 50 100 1.0 0.0005 100 4089 -46 1865.1768294823119 1864.3385899222676 150 TCGA 1 50 100 1.0 0.0005 100 4089 -47 1864.6649816040217 1863.1779423239243 150 TCGA 1 50 100 1.0 0.0005 100 4089 -48 1863.4559061702093 1863.8105321529522 150 TCGA 1 50 100 1.0 0.0005 100 4089 -49 1863.2695050755308 1863.7488976866755 150 TCGA 1 50 100 1.0 0.0005 100 4089 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index b4f5cbc59..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2958.6694505437968 3066.1820246250786 50 TCGA 1 100 100 0.5 0.0005 100 6150 -1 2048.872836906977 2054.03903060223 50 TCGA 1 100 100 0.5 0.0005 100 6150 -2 1988.240464195288 1982.0225848480684 50 TCGA 1 100 100 0.5 0.0005 100 6150 -3 1959.7173517301474 1969.1999272485475 50 TCGA 1 100 100 0.5 0.0005 100 6150 -4 1941.457268046513 1959.6961780337233 50 TCGA 1 100 100 0.5 0.0005 100 6150 -5 1928.1070321601794 1923.1674639064463 50 TCGA 1 100 100 0.5 0.0005 100 6150 -6 1916.4327534146441 1912.3344873782978 50 TCGA 1 100 100 0.5 0.0005 100 6150 -7 1911.038210351388 1900.722216428824 50 TCGA 1 100 100 0.5 0.0005 100 6150 -8 1902.941126029211 1902.749009328871 50 TCGA 1 100 100 0.5 0.0005 100 6150 -9 1895.813082800924 1888.0716325769472 50 TCGA 1 100 100 0.5 0.0005 100 6150 -10 1890.3815201951904 1884.0696751580167 50 TCGA 1 100 100 0.5 0.0005 100 6150 -11 1885.1038696411692 1887.3935516204067 50 TCGA 1 100 100 0.5 0.0005 100 6150 -12 1881.280606770252 1881.119014260757 50 TCGA 1 100 100 0.5 0.0005 100 6150 -13 1878.5596534549318 1873.8484003268295 50 TCGA 1 100 100 0.5 0.0005 100 6150 -14 1875.4870066991382 1870.2194542046168 50 TCGA 1 100 100 0.5 0.0005 100 6150 -15 1871.976184271425 1867.9550413198806 50 TCGA 1 100 100 0.5 0.0005 100 6150 -16 1869.7297262452998 1869.1974698934123 50 TCGA 1 100 100 0.5 0.0005 100 6150 -17 1866.3303383163927 1867.7396086879712 50 TCGA 1 100 100 0.5 0.0005 100 6150 -18 1865.0564742175075 1860.2338713832837 50 TCGA 1 100 100 0.5 0.0005 100 6150 -19 1862.9587424008198 1859.932676075691 50 TCGA 1 100 100 0.5 0.0005 100 6150 -20 1859.9575750140395 1858.0002907604428 50 TCGA 1 100 100 0.5 0.0005 100 6150 -21 1858.425732266545 1856.577545932789 50 TCGA 1 100 100 0.5 0.0005 100 6150 -22 1856.3675159548447 1855.1175254936793 50 TCGA 1 100 100 0.5 0.0005 100 6150 -23 1854.4228742352313 1853.1509647848618 50 TCGA 1 100 100 0.5 0.0005 100 6150 -24 1853.0043110618076 1850.9119768765704 50 TCGA 1 100 100 0.5 0.0005 100 6150 -25 1851.0880405593364 1849.8849895228093 50 TCGA 1 100 100 0.5 0.0005 100 6150 -26 1849.7413971155054 1847.601036800212 50 TCGA 1 100 100 0.5 0.0005 100 6150 -27 1848.2845408979013 1845.5823416398398 50 TCGA 1 100 100 0.5 0.0005 100 6150 -28 1846.7106086091412 1846.100149183417 50 TCGA 1 100 100 0.5 0.0005 100 6150 -29 1845.8621664710417 1844.3323256909548 50 TCGA 1 100 100 0.5 0.0005 100 6150 -30 1844.0966742782005 1843.7631155042793 50 TCGA 1 100 100 0.5 0.0005 100 6150 -31 1842.761641957023 1844.57346117796 50 TCGA 1 100 100 0.5 0.0005 100 6150 -32 1842.0085916162561 1841.1897911186793 50 TCGA 1 100 100 0.5 0.0005 100 6150 -33 1840.5119418256954 1838.011526136542 50 TCGA 1 100 100 0.5 0.0005 100 6150 -34 1839.8863289534268 1838.2596840403187 50 TCGA 1 100 100 0.5 0.0005 100 6150 -35 1838.4460151775406 1840.4132865254005 50 TCGA 1 100 100 0.5 0.0005 100 6150 -36 1837.5207069755493 1837.5559750657585 50 TCGA 1 100 100 0.5 0.0005 100 6150 -37 1836.6787106377403 1835.081457703557 50 TCGA 1 100 100 0.5 0.0005 100 6150 -38 1835.6337028815951 1834.9823194340845 50 TCGA 1 100 100 0.5 0.0005 100 6150 -39 1835.0276716053254 1833.1565757253063 50 TCGA 1 100 100 0.5 0.0005 100 6150 -40 1833.6937112928515 1832.574413203714 50 TCGA 1 100 100 0.5 0.0005 100 6150 -41 1833.1509742570756 1831.7178973480684 50 TCGA 1 100 100 0.5 0.0005 100 6150 -42 1831.9523688426093 1831.1105343612594 50 TCGA 1 100 100 0.5 0.0005 100 6150 -43 1831.4302063567363 1830.398638701319 50 TCGA 1 100 100 0.5 0.0005 100 6150 -44 1830.8504257295824 1829.8399958778266 50 TCGA 1 100 100 0.5 0.0005 100 6150 -45 1830.2240355532408 1831.181882925369 50 TCGA 1 100 100 0.5 0.0005 100 6150 -46 1829.3221245880757 1828.9030718779445 50 TCGA 1 100 100 0.5 0.0005 100 6150 -47 1828.6504663688181 1827.8148082944017 50 TCGA 1 100 100 0.5 0.0005 100 6150 -48 1827.942159655052 1828.2312269354586 50 TCGA 1 100 100 0.5 0.0005 100 6150 -49 1827.322346069595 1827.2526787992697 50 TCGA 1 100 100 0.5 0.0005 100 6150 -50 1826.899660124312 1825.84033203125 50 TCGA 1 100 100 0.5 0.0005 100 6150 -51 1826.267333234976 1827.9960618522298 50 TCGA 1 100 100 0.5 0.0005 100 6150 -52 1825.6502957510647 1825.1653157143137 50 TCGA 1 100 100 0.5 0.0005 100 6150 -53 1824.9205753238277 1824.215371290044 50 TCGA 1 100 100 0.5 0.0005 100 6150 -54 1824.9074141166748 1825.207913346027 50 TCGA 1 100 100 0.5 0.0005 100 6150 -55 1824.0859665085607 1823.7515372271514 50 TCGA 1 100 100 0.5 0.0005 100 6150 -56 1823.3922304446603 1824.193079656093 50 TCGA 1 100 100 0.5 0.0005 100 6150 -57 1823.1972278689072 1822.0066500716473 50 TCGA 1 100 100 0.5 0.0005 100 6150 -58 1822.7835789963742 1823.6795568418263 50 TCGA 1 100 100 0.5 0.0005 100 6150 -59 1822.4624282184595 1821.62412833209 50 TCGA 1 100 100 0.5 0.0005 100 6150 -60 1821.9786976472462 1821.1897984797033 50 TCGA 1 100 100 0.5 0.0005 100 6150 -61 1821.4926388971853 1820.394019658841 50 TCGA 1 100 100 0.5 0.0005 100 6150 -62 1821.1666236602377 1821.4347347086998 50 TCGA 1 100 100 0.5 0.0005 100 6150 -63 1820.934500495748 1820.4805208905857 50 TCGA 1 100 100 0.5 0.0005 100 6150 -64 1820.7041119995868 1819.0566025930434 50 TCGA 1 100 100 0.5 0.0005 100 6150 -65 1819.8918083830463 1819.6884011120053 50 TCGA 1 100 100 0.5 0.0005 100 6150 -66 1819.9800179932104 1819.3842761169126 50 TCGA 1 100 100 0.5 0.0005 100 6150 -67 1819.157551897119 1818.6812100051036 50 TCGA 1 100 100 0.5 0.0005 100 6150 -68 1819.0677194971101 1818.0221272377512 50 TCGA 1 100 100 0.5 0.0005 100 6150 -69 1818.8924119355145 1818.1864884726367 50 TCGA 1 100 100 0.5 0.0005 100 6150 -70 1818.601445007835 1818.2252289278424 50 TCGA 1 100 100 0.5 0.0005 100 6150 -71 1818.263162392566 1817.7274415289337 50 TCGA 1 100 100 0.5 0.0005 100 6150 -72 1817.9167802982904 1817.806929545187 50 TCGA 1 100 100 0.5 0.0005 100 6150 -73 1817.8530983459152 1817.5886721203674 50 TCGA 1 100 100 0.5 0.0005 100 6150 -74 1817.6238663634333 1816.902771302803 50 TCGA 1 100 100 0.5 0.0005 100 6150 -75 1817.2975956494952 1817.275971532467 50 TCGA 1 100 100 0.5 0.0005 100 6150 -76 1817.0999819217668 1816.9035012710035 50 TCGA 1 100 100 0.5 0.0005 100 6150 -77 1816.9672251498143 1816.349505707247 50 TCGA 1 100 100 0.5 0.0005 100 6150 -78 1816.7921230734719 1816.0230964392274 50 TCGA 1 100 100 0.5 0.0005 100 6150 -79 1816.563114398318 1816.545520571608 50 TCGA 1 100 100 0.5 0.0005 100 6150 -80 1816.325564888921 1816.2997697226367 50 TCGA 1 100 100 0.5 0.0005 100 6150 -81 1816.3951781313658 1815.351915215727 50 TCGA 1 100 100 0.5 0.0005 100 6150 -82 1815.813727556721 1814.8553472931062 50 TCGA 1 100 100 0.5 0.0005 100 6150 -83 1815.745804781679 1815.158714716159 50 TCGA 1 100 100 0.5 0.0005 100 6150 -84 1815.4672627560274 1815.5894370534313 50 TCGA 1 100 100 0.5 0.0005 100 6150 -85 1815.3733635710903 1814.5859227779522 50 TCGA 1 100 100 0.5 0.0005 100 6150 -86 1815.092661395511 1815.1067955745525 50 TCGA 1 100 100 0.5 0.0005 100 6150 -87 1815.1083673033706 1816.356748341316 50 TCGA 1 100 100 0.5 0.0005 100 6150 -88 1814.9763438934485 1815.3151787992697 50 TCGA 1 100 100 0.5 0.0005 100 6150 -89 1814.8493555466875 1815.7019288336212 50 TCGA 1 100 100 0.5 0.0005 100 6150 -90 1814.6729769846706 1814.4125608511306 50 TCGA 1 100 100 0.5 0.0005 100 6150 -91 1814.695887057533 1813.9041913669912 50 TCGA 1 100 100 0.5 0.0005 100 6150 -92 1814.2865700256027 1814.3051628994583 50 TCGA 1 100 100 0.5 0.0005 100 6150 -93 1814.4200583474021 1813.980836187775 50 TCGA 1 100 100 0.5 0.0005 100 6150 -94 1814.3224939056133 1814.8933626874607 50 TCGA 1 100 100 0.5 0.0005 100 6150 -95 1814.1741829314446 1814.9113959691033 50 TCGA 1 100 100 0.5 0.0005 100 6150 -96 1814.1699255129924 1814.003806262759 50 TCGA 1 100 100 0.5 0.0005 100 6150 -97 1813.8464575519597 1813.0885923759422 50 TCGA 1 100 100 0.5 0.0005 100 6150 -98 1813.7770972112976 1813.1878110032585 50 TCGA 1 100 100 0.5 0.0005 100 6150 -99 1813.7639720298068 1814.1513365165672 50 TCGA 1 100 100 0.5 0.0005 100 6150 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index 1e7c50866..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2943.543098872947 3496.006634736181 50 TCGA 1 100 100 0.0 0.0005 100 9648 -1 2043.270346787056 2092.1584497193 50 TCGA 1 100 100 0.0 0.0005 100 9648 -2 1985.2708050105864 1973.5844407584798 50 TCGA 1 100 100 0.0 0.0005 100 9648 -3 1957.9519758576832 1975.2324924181455 50 TCGA 1 100 100 0.0 0.0005 100 9648 -4 1939.741881540756 1921.9082945243797 50 TCGA 1 100 100 0.0 0.0005 100 9648 -5 1927.8301160037217 1927.1704972616992 50 TCGA 1 100 100 0.0 0.0005 100 9648 -6 1915.5625625816435 1905.809101660647 50 TCGA 1 100 100 0.0 0.0005 100 9648 -7 1906.9673638159122 1898.7784798013506 50 TCGA 1 100 100 0.0 0.0005 100 9648 -8 1900.9460259007615 1897.7645564247016 50 TCGA 1 100 100 0.0 0.0005 100 9648 -9 1895.558120225101 1891.0939628562735 50 TCGA 1 100 100 0.0 0.0005 100 9648 -10 1888.7245819606158 1894.888465152913 50 TCGA 1 100 100 0.0 0.0005 100 9648 -11 1884.5684864594743 1883.9844381821215 50 TCGA 1 100 100 0.0 0.0005 100 9648 -12 1880.2886070015575 1876.6350428902324 50 TCGA 1 100 100 0.0 0.0005 100 9648 -13 1878.1933974717288 1875.8879596959407 50 TCGA 1 100 100 0.0 0.0005 100 9648 -14 1874.8548540519223 1873.7402674996074 50 TCGA 1 100 100 0.0 0.0005 100 9648 -15 1870.920691439823 1870.987129863183 50 TCGA 1 100 100 0.0 0.0005 100 9648 -16 1868.9931003771958 1868.9169897338254 50 TCGA 1 100 100 0.0 0.0005 100 9648 -17 1865.9830294060964 1866.529838523673 50 TCGA 1 100 100 0.0 0.0005 100 9648 -18 1864.2917681852746 1867.4322663120288 50 TCGA 1 100 100 0.0 0.0005 100 9648 -19 1862.355129871694 1860.0854111867934 50 TCGA 1 100 100 0.0 0.0005 100 9648 -20 1859.9276914139894 1858.114427116049 50 TCGA 1 100 100 0.0 0.0005 100 9648 -21 1858.132879373657 1857.1036824748744 50 TCGA 1 100 100 0.0 0.0005 100 9648 -22 1856.3166942645403 1855.9821090314856 50 TCGA 1 100 100 0.0 0.0005 100 9648 -23 1854.2659151401087 1855.0439956128298 50 TCGA 1 100 100 0.0 0.0005 100 9648 -24 1853.2220339898033 1852.676002080716 50 TCGA 1 100 100 0.0 0.0005 100 9648 -25 1850.600310417488 1850.423842233629 50 TCGA 1 100 100 0.0 0.0005 100 9648 -26 1849.539869262273 1851.7940336447864 50 TCGA 1 100 100 0.0 0.0005 100 9648 -27 1848.269510757339 1847.9542898820273 50 TCGA 1 100 100 0.0 0.0005 100 9648 -28 1846.7252175873684 1847.7428463116364 50 TCGA 1 100 100 0.0 0.0005 100 9648 -29 1845.3185467247931 1845.9383281151854 50 TCGA 1 100 100 0.0 0.0005 100 9648 -30 1843.648387372008 1846.3074558583935 50 TCGA 1 100 100 0.0 0.0005 100 9648 -31 1842.6707500428383 1844.227678308535 50 TCGA 1 100 100 0.0 0.0005 100 9648 -32 1841.2968687322978 1841.9041337056376 50 TCGA 1 100 100 0.0 0.0005 100 9648 -33 1840.5517164320402 1841.400148324631 50 TCGA 1 100 100 0.0 0.0005 100 9648 -34 1839.429500776977 1840.295843229821 50 TCGA 1 100 100 0.0 0.0005 100 9648 -35 1838.3637146752305 1838.7243449915593 50 TCGA 1 100 100 0.0 0.0005 100 9648 -36 1837.715576580638 1838.3274250893137 50 TCGA 1 100 100 0.0 0.0005 100 9648 -37 1836.4391323276523 1837.2718278894472 50 TCGA 1 100 100 0.0 0.0005 100 9648 -38 1835.5502980782899 1837.3819034135522 50 TCGA 1 100 100 0.0 0.0005 100 9648 -39 1834.3671789841003 1840.3990509186558 50 TCGA 1 100 100 0.0 0.0005 100 9648 -40 1833.9533310847726 1836.1589913679727 50 TCGA 1 100 100 0.0 0.0005 100 9648 -41 1832.9983012755808 1834.784250844064 50 TCGA 1 100 100 0.0 0.0005 100 9648 -42 1831.9791248047748 1835.4390924348304 50 TCGA 1 100 100 0.0 0.0005 100 9648 -43 1831.2527960764403 1834.6751580166458 50 TCGA 1 100 100 0.0 0.0005 100 9648 -44 1830.1840778073638 1833.0793039906564 50 TCGA 1 100 100 0.0 0.0005 100 9648 -45 1829.7586310482782 1831.2128936920933 50 TCGA 1 100 100 0.0 0.0005 100 9648 -46 1829.0995552683798 1829.7858960328988 50 TCGA 1 100 100 0.0 0.0005 100 9648 -47 1828.6688960156598 1830.8122564727937 50 TCGA 1 100 100 0.0 0.0005 100 9648 -48 1828.0584985354287 1830.9063573482647 50 TCGA 1 100 100 0.0 0.0005 100 9648 -49 1827.1466600886679 1828.5576834367148 50 TCGA 1 100 100 0.0 0.0005 100 9648 -50 1826.552638179397 1827.5849462154522 50 TCGA 1 100 100 0.0 0.0005 100 9648 -51 1826.178130888915 1827.3097758077497 50 TCGA 1 100 100 0.0 0.0005 100 9648 -52 1825.5819966686345 1827.0486563677764 50 TCGA 1 100 100 0.0 0.0005 100 9648 -53 1825.056922562594 1825.9870814031092 50 TCGA 1 100 100 0.0 0.0005 100 9648 -54 1824.4044664163437 1825.8772291633952 50 TCGA 1 100 100 0.0 0.0005 100 9648 -55 1823.901109189803 1826.7596466217808 50 TCGA 1 100 100 0.0 0.0005 100 9648 -56 1823.3752903717411 1825.5734071971185 50 TCGA 1 100 100 0.0 0.0005 100 9648 -57 1823.0823703735637 1823.9819090570038 50 TCGA 1 100 100 0.0 0.0005 100 9648 -58 1822.583985614915 1825.2464225423994 50 TCGA 1 100 100 0.0 0.0005 100 9648 -59 1822.1678970801881 1824.1114054157506 50 TCGA 1 100 100 0.0 0.0005 100 9648 -60 1821.9317690311418 1822.7579026725423 50 TCGA 1 100 100 0.0 0.0005 100 9648 -61 1821.3434947818928 1823.0502334671403 50 TCGA 1 100 100 0.0 0.0005 100 9648 -62 1820.9349841715994 1822.5317296933888 50 TCGA 1 100 100 0.0 0.0005 100 9648 -63 1820.7412392511633 1822.6119292752826 50 TCGA 1 100 100 0.0 0.0005 100 9648 -64 1820.4067340437384 1823.2113767077576 50 TCGA 1 100 100 0.0 0.0005 100 9648 -65 1819.9359961193659 1821.3935767705716 50 TCGA 1 100 100 0.0 0.0005 100 9648 -66 1819.5095241549611 1821.4482041555434 50 TCGA 1 100 100 0.0 0.0005 100 9648 -67 1819.2660295801752 1820.950339465884 50 TCGA 1 100 100 0.0 0.0005 100 9648 -68 1818.8492608635083 1821.822636129868 50 TCGA 1 100 100 0.0 0.0005 100 9648 -69 1818.5813310795404 1820.348825425958 50 TCGA 1 100 100 0.0 0.0005 100 9648 -70 1818.4539064462062 1820.7506391822394 50 TCGA 1 100 100 0.0 0.0005 100 9648 -71 1818.204394931838 1821.8277949807632 50 TCGA 1 100 100 0.0 0.0005 100 9648 -72 1817.9570796066848 1820.6925870809123 50 TCGA 1 100 100 0.0 0.0005 100 9648 -73 1817.4103262137323 1819.5196324640783 50 TCGA 1 100 100 0.0 0.0005 100 9648 -74 1817.4482486868346 1820.1923006144002 50 TCGA 1 100 100 0.0 0.0005 100 9648 -75 1817.1375339055437 1819.1041541938207 50 TCGA 1 100 100 0.0 0.0005 100 9648 -76 1817.018562658382 1818.7526082561244 50 TCGA 1 100 100 0.0 0.0005 100 9648 -77 1816.8595316108017 1819.1787900685065 50 TCGA 1 100 100 0.0 0.0005 100 9648 -78 1816.734447446462 1818.382721714039 50 TCGA 1 100 100 0.0 0.0005 100 9648 -79 1816.3538342695283 1818.0242423052764 50 TCGA 1 100 100 0.0 0.0005 100 9648 -80 1816.2829466806031 1818.9429128062186 50 TCGA 1 100 100 0.0 0.0005 100 9648 -81 1815.7470855184904 1817.8917021631596 50 TCGA 1 100 100 0.0 0.0005 100 9648 -82 1815.5066446635803 1817.863698374686 50 TCGA 1 100 100 0.0 0.0005 100 9648 -83 1815.6684033742692 1817.3502546914258 50 TCGA 1 100 100 0.0 0.0005 100 9648 -84 1815.3741541872175 1818.7366145915123 50 TCGA 1 100 100 0.0 0.0005 100 9648 -85 1815.5497178934504 1817.9134576692054 50 TCGA 1 100 100 0.0 0.0005 100 9648 -86 1815.1316176579592 1818.6514181012485 50 TCGA 1 100 100 0.0 0.0005 100 9648 -87 1814.8886900377108 1816.8456841090217 50 TCGA 1 100 100 0.0 0.0005 100 9648 -88 1814.8852641662058 1818.318861764879 50 TCGA 1 100 100 0.0 0.0005 100 9648 -89 1814.9118238675408 1816.9422601287688 50 TCGA 1 100 100 0.0 0.0005 100 9648 -90 1814.5760028105467 1816.5934531053706 50 TCGA 1 100 100 0.0 0.0005 100 9648 -91 1814.7243243035548 1816.4852061822785 50 TCGA 1 100 100 0.0 0.0005 100 9648 -92 1814.4029363476147 1816.0878415515076 50 TCGA 1 100 100 0.0 0.0005 100 9648 -93 1814.127669019217 1816.15297802489 50 TCGA 1 100 100 0.0 0.0005 100 9648 -94 1813.9553836073537 1817.0224756595478 50 TCGA 1 100 100 0.0 0.0005 100 9648 -95 1813.9548116386543 1815.5848695381203 50 TCGA 1 100 100 0.0 0.0005 100 9648 -96 1813.693645740862 1816.1409648339354 50 TCGA 1 100 100 0.0 0.0005 100 9648 -97 1814.0639293358547 1815.7900096184046 50 TCGA 1 100 100 0.0 0.0005 100 9648 -98 1813.4267082840274 1815.7763303823806 50 TCGA 1 100 100 0.0 0.0005 100 9648 -99 1813.5282488061935 1816.3530708964745 50 TCGA 1 100 100 0.0 0.0005 100 9648 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index 2fe54f1dd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2954.83168805243 3003.5902682357096 50 TCGA 1 100 100 1.0 0.0005 100 9096 -1 2045.9155513245234 2146.6955149281566 50 TCGA 1 100 100 1.0 0.0005 100 9096 -2 1985.5279458581715 1958.4010255133087 50 TCGA 1 100 100 1.0 0.0005 100 9096 -3 1962.9438270545854 1955.3737940189228 50 TCGA 1 100 100 1.0 0.0005 100 9096 -4 1940.254299698191 1934.855439919323 50 TCGA 1 100 100 1.0 0.0005 100 9096 -5 1928.1087178586783 1918.411353643216 50 TCGA 1 100 100 1.0 0.0005 100 9096 -6 1916.6033015420946 1905.6049301684202 50 TCGA 1 100 100 1.0 0.0005 100 9096 -7 1908.6968054530316 1901.577456987084 50 TCGA 1 100 100 1.0 0.0005 100 9096 -8 1901.9657094559243 1902.589371417635 50 TCGA 1 100 100 1.0 0.0005 100 9096 -9 1895.9766942443746 1897.348256786864 50 TCGA 1 100 100 1.0 0.0005 100 9096 -10 1890.4432873100504 1881.1174598578832 50 TCGA 1 100 100 1.0 0.0005 100 9096 -11 1886.4052697041295 1881.6404139839824 50 TCGA 1 100 100 1.0 0.0005 100 9096 -12 1881.576165307538 1876.4228773260836 50 TCGA 1 100 100 1.0 0.0005 100 9096 -13 1878.485840429644 1874.7184518785332 50 TCGA 1 100 100 1.0 0.0005 100 9096 -14 1874.402130675377 1872.5703247683732 50 TCGA 1 100 100 1.0 0.0005 100 9096 -15 1871.627212144605 1870.0412395228093 50 TCGA 1 100 100 1.0 0.0005 100 9096 -16 1868.9072814866465 1869.6585392784234 50 TCGA 1 100 100 1.0 0.0005 100 9096 -17 1866.5318720013133 1861.9771581295147 50 TCGA 1 100 100 1.0 0.0005 100 9096 -18 1864.5445480610672 1862.2874412344927 50 TCGA 1 100 100 1.0 0.0005 100 9096 -19 1862.0602949269983 1861.9275393078674 50 TCGA 1 100 100 1.0 0.0005 100 9096 -20 1860.1984720622897 1857.8144518981626 50 TCGA 1 100 100 1.0 0.0005 100 9096 -21 1858.1633977420577 1852.516751236652 50 TCGA 1 100 100 1.0 0.0005 100 9096 -22 1856.2181030641325 1854.1292190935144 50 TCGA 1 100 100 1.0 0.0005 100 9096 -23 1854.5246442097987 1852.14914477171 50 TCGA 1 100 100 1.0 0.0005 100 9096 -24 1853.1793912693197 1851.6356471076083 50 TCGA 1 100 100 1.0 0.0005 100 9096 -25 1851.3636793580913 1852.2806187922033 50 TCGA 1 100 100 1.0 0.0005 100 9096 -26 1849.6503773129457 1847.7427371231156 50 TCGA 1 100 100 1.0 0.0005 100 9096 -27 1848.1980642120093 1845.1075292232647 50 TCGA 1 100 100 1.0 0.0005 100 9096 -28 1847.2233752916934 1850.1546863958465 50 TCGA 1 100 100 1.0 0.0005 100 9096 -29 1845.8827155141216 1843.1528682229507 50 TCGA 1 100 100 1.0 0.0005 100 9096 -30 1844.0627956584117 1844.4349095330167 50 TCGA 1 100 100 1.0 0.0005 100 9096 -31 1843.277411863572 1840.3639971095713 50 TCGA 1 100 100 1.0 0.0005 100 9096 -32 1842.0792482403563 1839.2119987142744 50 TCGA 1 100 100 1.0 0.0005 100 9096 -33 1841.238187656856 1837.944845688403 50 TCGA 1 100 100 1.0 0.0005 100 9096 -34 1839.6233705881916 1836.8716206766253 50 TCGA 1 100 100 1.0 0.0005 100 9096 -35 1838.722618957172 1836.2945200857805 50 TCGA 1 100 100 1.0 0.0005 100 9096 -36 1837.6968911297952 1834.7718929118248 50 TCGA 1 100 100 1.0 0.0005 100 9096 -37 1836.7046045592247 1834.8809096753298 50 TCGA 1 100 100 1.0 0.0005 100 9096 -38 1835.9010216599797 1833.5055612535332 50 TCGA 1 100 100 1.0 0.0005 100 9096 -39 1834.603819908315 1832.9286446882852 50 TCGA 1 100 100 1.0 0.0005 100 9096 -40 1834.0484725691563 1832.0039197452104 50 TCGA 1 100 100 1.0 0.0005 100 9096 -41 1833.1197017205986 1833.3257308269865 50 TCGA 1 100 100 1.0 0.0005 100 9096 -42 1832.6393284576786 1830.795436533252 50 TCGA 1 100 100 1.0 0.0005 100 9096 -43 1831.6951109797499 1829.0492992305276 50 TCGA 1 100 100 1.0 0.0005 100 9096 -44 1830.6579532753158 1831.028515993051 50 TCGA 1 100 100 1.0 0.0005 100 9096 -45 1830.0769841419506 1827.5776888593357 50 TCGA 1 100 100 1.0 0.0005 100 9096 -46 1829.2608730189702 1828.0918962488222 50 TCGA 1 100 100 1.0 0.0005 100 9096 -47 1828.7708496475261 1829.284732377709 50 TCGA 1 100 100 1.0 0.0005 100 9096 -48 1828.2373812897208 1831.0733906348146 50 TCGA 1 100 100 1.0 0.0005 100 9096 -49 1827.6469487708546 1826.7642613703283 50 TCGA 1 100 100 1.0 0.0005 100 9096 -50 1826.9338649779988 1824.6280229271356 50 TCGA 1 100 100 1.0 0.0005 100 9096 -51 1826.4703766594696 1824.8560527245604 50 TCGA 1 100 100 1.0 0.0005 100 9096 -52 1825.863432138117 1823.8684106567996 50 TCGA 1 100 100 1.0 0.0005 100 9096 -53 1825.3208841553144 1824.179049544598 50 TCGA 1 100 100 1.0 0.0005 100 9096 -54 1824.9143575997687 1823.1967497399105 50 TCGA 1 100 100 1.0 0.0005 100 9096 -55 1824.1731471119083 1822.5297667536904 50 TCGA 1 100 100 1.0 0.0005 100 9096 -56 1823.6353434798893 1822.721649629986 50 TCGA 1 100 100 1.0 0.0005 100 9096 -57 1823.1934406371213 1821.956863786707 50 TCGA 1 100 100 1.0 0.0005 100 9096 -58 1822.6855539602286 1820.8957212821922 50 TCGA 1 100 100 1.0 0.0005 100 9096 -59 1822.4823094514986 1821.304681979232 50 TCGA 1 100 100 1.0 0.0005 100 9096 -60 1822.1101562963265 1820.4363302106235 50 TCGA 1 100 100 1.0 0.0005 100 9096 -61 1821.7689982773084 1821.242992918695 50 TCGA 1 100 100 1.0 0.0005 100 9096 -62 1821.3870265759292 1819.5621000510364 50 TCGA 1 100 100 1.0 0.0005 100 9096 -63 1821.006372522677 1819.2803225109924 50 TCGA 1 100 100 1.0 0.0005 100 9096 -64 1820.6439173558233 1821.971585221027 50 TCGA 1 100 100 1.0 0.0005 100 9096 -65 1820.165594026651 1819.3622151283762 50 TCGA 1 100 100 1.0 0.0005 100 9096 -66 1820.0079312184544 1818.969286741324 50 TCGA 1 100 100 1.0 0.0005 100 9096 -67 1819.5998171084507 1819.7418715893923 50 TCGA 1 100 100 1.0 0.0005 100 9096 -68 1819.279597997213 1819.920538360749 50 TCGA 1 100 100 1.0 0.0005 100 9096 -69 1818.881540701477 1818.044456903659 50 TCGA 1 100 100 1.0 0.0005 100 9096 -70 1818.6557766113553 1817.046337031839 50 TCGA 1 100 100 1.0 0.0005 100 9096 -71 1818.4632898503774 1817.1003608128533 50 TCGA 1 100 100 1.0 0.0005 100 9096 -72 1818.1700072928802 1816.878941828282 50 TCGA 1 100 100 1.0 0.0005 100 9096 -73 1817.8773691232934 1816.2923774144158 50 TCGA 1 100 100 1.0 0.0005 100 9096 -74 1817.6416870212565 1816.9363136483198 50 TCGA 1 100 100 1.0 0.0005 100 9096 -75 1817.4294181114356 1816.2787079930904 50 TCGA 1 100 100 1.0 0.0005 100 9096 -76 1817.160416577647 1816.2140800437735 50 TCGA 1 100 100 1.0 0.0005 100 9096 -77 1816.9838248865055 1815.7391197933025 50 TCGA 1 100 100 1.0 0.0005 100 9096 -78 1816.7889607452178 1814.8445137062265 50 TCGA 1 100 100 1.0 0.0005 100 9096 -79 1816.6154847152 1815.8003947962468 50 TCGA 1 100 100 1.0 0.0005 100 9096 -80 1816.325875903203 1814.862721812186 50 TCGA 1 100 100 1.0 0.0005 100 9096 -81 1816.2378928023452 1815.8224306346185 50 TCGA 1 100 100 1.0 0.0005 100 9096 -82 1816.0683411032855 1816.440969495917 50 TCGA 1 100 100 1.0 0.0005 100 9096 -83 1816.0427934178445 1814.7702409753847 50 TCGA 1 100 100 1.0 0.0005 100 9096 -84 1815.8111994517994 1814.6472480812265 50 TCGA 1 100 100 1.0 0.0005 100 9096 -85 1815.418057070099 1817.9270565473853 50 TCGA 1 100 100 1.0 0.0005 100 9096 -86 1815.482190814797 1814.245901136542 50 TCGA 1 100 100 1.0 0.0005 100 9096 -87 1815.3093069327545 1814.572802366324 50 TCGA 1 100 100 1.0 0.0005 100 9096 -88 1815.1151264070174 1813.9856981440405 50 TCGA 1 100 100 1.0 0.0005 100 9096 -89 1814.9570685292024 1813.8506969662767 50 TCGA 1 100 100 1.0 0.0005 100 9096 -90 1814.99263222072 1813.932162644276 50 TCGA 1 100 100 1.0 0.0005 100 9096 -91 1814.6583703363935 1815.2166478142667 50 TCGA 1 100 100 1.0 0.0005 100 9096 -92 1814.3787106431905 1813.062879706148 50 TCGA 1 100 100 1.0 0.0005 100 9096 -93 1814.5107669857998 1813.7560752983668 50 TCGA 1 100 100 1.0 0.0005 100 9096 -94 1814.2512285241273 1813.0920882488615 50 TCGA 1 100 100 1.0 0.0005 100 9096 -95 1814.2243930575225 1813.2450079989792 50 TCGA 1 100 100 1.0 0.0005 100 9096 -96 1814.1882013013712 1813.1911498410018 50 TCGA 1 100 100 1.0 0.0005 100 9096 -97 1814.0378871014614 1812.9828948207837 50 TCGA 1 100 100 1.0 0.0005 100 9096 -98 1813.8569231975396 1813.36384252807 50 TCGA 1 100 100 1.0 0.0005 100 9096 -99 1813.6311663697775 1813.193279017156 50 TCGA 1 100 100 1.0 0.0005 100 9096 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 7486640c2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2949.693149434228 3099.912232058731 50 TCGA 1 50 100 0.5 0.0005 100 6107 -1 2049.1611911975083 2061.299509019708 50 TCGA 1 50 100 0.5 0.0005 100 6107 -2 1980.7969401568516 1965.0971532467022 50 TCGA 1 50 100 0.5 0.0005 100 6107 -3 1954.8660238602156 1943.5407800722362 50 TCGA 1 50 100 0.5 0.0005 100 6107 -4 1941.402027776058 1938.613448713293 50 TCGA 1 50 100 0.5 0.0005 100 6107 -5 1927.8310910265473 1919.4237839588568 50 TCGA 1 50 100 0.5 0.0005 100 6107 -6 1918.1149744152397 1904.9159401745053 50 TCGA 1 50 100 0.5 0.0005 100 6107 -7 1906.2829838371767 1899.7033544185772 50 TCGA 1 50 100 0.5 0.0005 100 6107 -8 1900.8836708618123 1890.4875586428234 50 TCGA 1 50 100 0.5 0.0005 100 6107 -9 1894.693678918807 1886.287390934163 50 TCGA 1 50 100 0.5 0.0005 100 6107 -10 1890.7769022312584 1886.4997797827025 50 TCGA 1 50 100 0.5 0.0005 100 6107 -11 1885.7728294511369 1889.3019025793028 50 TCGA 1 50 100 0.5 0.0005 100 6107 -12 1879.6265413233418 1881.6121427449748 50 TCGA 1 50 100 0.5 0.0005 100 6107 -13 1878.3809657488061 1870.50698193114 50 TCGA 1 50 100 0.5 0.0005 100 6107 -14 1874.123031123992 1868.1142142597755 50 TCGA 1 50 100 0.5 0.0005 100 6107 -15 1871.9146919816797 1866.5044847037923 50 TCGA 1 50 100 0.5 0.0005 100 6107 -16 1868.7539879345097 1866.2020263671875 50 TCGA 1 50 100 0.5 0.0005 100 6107 -17 1866.4647082177532 1859.6027071392116 50 TCGA 1 50 100 0.5 0.0005 100 6107 -18 1863.9756480558788 1860.6910523074357 50 TCGA 1 50 100 0.5 0.0005 100 6107 -19 1861.9979032628676 1860.9995975973618 50 TCGA 1 50 100 0.5 0.0005 100 6107 -20 1860.0143456257324 1855.943184550683 50 TCGA 1 50 100 0.5 0.0005 100 6107 -21 1858.355061567366 1853.2117508931376 50 TCGA 1 50 100 0.5 0.0005 100 6107 -22 1856.6293338435426 1851.204627262288 50 TCGA 1 50 100 0.5 0.0005 100 6107 -23 1854.4892822565384 1849.9264057101916 50 TCGA 1 50 100 0.5 0.0005 100 6107 -24 1853.1219042592688 1848.9079718661667 50 TCGA 1 50 100 0.5 0.0005 100 6107 -25 1850.8977288953934 1849.0122561047424 50 TCGA 1 50 100 0.5 0.0005 100 6107 -26 1849.6574265158247 1848.7959922905543 50 TCGA 1 50 100 0.5 0.0005 100 6107 -27 1848.333569166982 1846.2035139074278 50 TCGA 1 50 100 0.5 0.0005 100 6107 -28 1847.1816596869899 1844.044230552175 50 TCGA 1 50 100 0.5 0.0005 100 6107 -29 1845.5488743424908 1842.345035112084 50 TCGA 1 50 100 0.5 0.0005 100 6107 -30 1844.7351839832195 1845.3325060360396 50 TCGA 1 50 100 0.5 0.0005 100 6107 -31 1842.856721200399 1839.6996775871546 50 TCGA 1 50 100 0.5 0.0005 100 6107 -32 1841.9626642383228 1838.852423126374 50 TCGA 1 50 100 0.5 0.0005 100 6107 -33 1841.0194148342448 1838.8111737888662 50 TCGA 1 50 100 0.5 0.0005 100 6107 -34 1839.9420849603925 1837.220364517902 50 TCGA 1 50 100 0.5 0.0005 100 6107 -35 1838.4715606011587 1837.7173305492306 50 TCGA 1 50 100 0.5 0.0005 100 6107 -36 1837.7274232053878 1834.1773859532036 50 TCGA 1 50 100 0.5 0.0005 100 6107 -37 1836.7300252146933 1834.036312544166 50 TCGA 1 50 100 0.5 0.0005 100 6107 -38 1835.8591460653654 1832.3120540446373 50 TCGA 1 50 100 0.5 0.0005 100 6107 -39 1835.0079675166253 1831.719752939502 50 TCGA 1 50 100 0.5 0.0005 100 6107 -40 1833.94445126322 1830.80938321981 50 TCGA 1 50 100 0.5 0.0005 100 6107 -41 1833.35357251121 1832.2067233138348 50 TCGA 1 50 100 0.5 0.0005 100 6107 -42 1832.5062603171828 1829.3126294313363 50 TCGA 1 50 100 0.5 0.0005 100 6107 -43 1831.768723397692 1828.214790382577 50 TCGA 1 50 100 0.5 0.0005 100 6107 -44 1830.844097966474 1827.6478719279994 50 TCGA 1 50 100 0.5 0.0005 100 6107 -45 1830.135426308936 1827.838975762602 50 TCGA 1 50 100 0.5 0.0005 100 6107 -46 1829.3272047650669 1826.537166422935 50 TCGA 1 50 100 0.5 0.0005 100 6107 -47 1828.6495729896264 1825.714877488026 50 TCGA 1 50 100 0.5 0.0005 100 6107 -48 1828.1246194687255 1825.628489125314 50 TCGA 1 50 100 0.5 0.0005 100 6107 -49 1827.4721178816344 1824.463518152285 50 TCGA 1 50 100 0.5 0.0005 100 6107 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 472a585db..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2952.6366073756576 3354.366219525361 50 TCGA 1 50 100 0.0 0.0005 100 6968 -1 2052.1122014339194 2035.3229281171482 50 TCGA 1 50 100 0.0 0.0005 100 6968 -2 1986.270189821993 1991.0179676458465 50 TCGA 1 50 100 0.0 0.0005 100 6968 -3 1959.1483350503204 1939.6002534645886 50 TCGA 1 50 100 0.0 0.0005 100 6968 -4 1939.6559115440828 1929.080003287924 50 TCGA 1 50 100 0.0 0.0005 100 6968 -5 1926.1998112522367 1918.1486595575534 50 TCGA 1 50 100 0.0 0.0005 100 6968 -6 1916.7051560080122 1905.8063388230214 50 TCGA 1 50 100 0.0 0.0005 100 6968 -7 1908.165556147929 1899.0240496918184 50 TCGA 1 50 100 0.0 0.0005 100 6968 -8 1901.8605053119593 1892.234813594339 50 TCGA 1 50 100 0.0 0.0005 100 6968 -9 1895.1256468949912 1894.5487557415986 50 TCGA 1 50 100 0.0 0.0005 100 6968 -10 1890.1675370688256 1883.476352097401 50 TCGA 1 50 100 0.0 0.0005 100 6968 -11 1886.7154416751616 1879.1722246486338 50 TCGA 1 50 100 0.0 0.0005 100 6968 -12 1882.4036747101813 1882.0618878081816 50 TCGA 1 50 100 0.0 0.0005 100 6968 -13 1878.8577074097102 1873.930348765311 50 TCGA 1 50 100 0.0 0.0005 100 6968 -14 1875.11955977077 1869.3135937254633 50 TCGA 1 50 100 0.0 0.0005 100 6968 -15 1872.5041172808071 1864.3303529365578 50 TCGA 1 50 100 0.0 0.0005 100 6968 -16 1869.9584968158983 1864.6559261149498 50 TCGA 1 50 100 0.0 0.0005 100 6968 -17 1867.288610298914 1863.0846873527796 50 TCGA 1 50 100 0.0 0.0005 100 6968 -18 1865.4924268717211 1859.8026748733903 50 TCGA 1 50 100 0.0 0.0005 100 6968 -19 1862.644761165666 1856.4107377708856 50 TCGA 1 50 100 0.0 0.0005 100 6968 -20 1861.3183385553284 1856.207214662178 50 TCGA 1 50 100 0.0 0.0005 100 6968 -21 1858.1325130673415 1855.080078125 50 TCGA 1 50 100 0.0 0.0005 100 6968 -22 1856.4568570623815 1852.9200629612908 50 TCGA 1 50 100 0.0 0.0005 100 6968 -23 1854.9552771654203 1850.280088185066 50 TCGA 1 50 100 0.0 0.0005 100 6968 -24 1853.1959962109288 1850.2953874597597 50 TCGA 1 50 100 0.0 0.0005 100 6968 -25 1851.5352423900285 1847.4163781554255 50 TCGA 1 50 100 0.0 0.0005 100 6968 -26 1850.1175428923386 1848.5045987996623 50 TCGA 1 50 100 0.0 0.0005 100 6968 -27 1848.6583193908752 1843.5749873635757 50 TCGA 1 50 100 0.0 0.0005 100 6968 -28 1847.174946432947 1845.0297189070352 50 TCGA 1 50 100 0.0 0.0005 100 6968 -29 1845.7764316494543 1841.3579058623195 50 TCGA 1 50 100 0.0 0.0005 100 6968 -30 1843.9818546479535 1841.4498702006124 50 TCGA 1 50 100 0.0 0.0005 100 6968 -31 1843.6262639093936 1839.4512706354035 50 TCGA 1 50 100 0.0 0.0005 100 6968 -32 1842.5204933831596 1841.2498374440563 50 TCGA 1 50 100 0.0 0.0005 100 6968 -33 1840.9084917390596 1836.4207315876256 50 TCGA 1 50 100 0.0 0.0005 100 6968 -34 1839.8502637776085 1835.9568999784076 50 TCGA 1 50 100 0.0 0.0005 100 6968 -35 1838.8271571441558 1836.0403451584093 50 TCGA 1 50 100 0.0 0.0005 100 6968 -36 1838.063573316746 1837.394287109375 50 TCGA 1 50 100 0.0 0.0005 100 6968 -37 1836.7695808465999 1832.5828765409076 50 TCGA 1 50 100 0.0 0.0005 100 6968 -38 1836.0925926279178 1833.1041057337468 50 TCGA 1 50 100 0.0 0.0005 100 6968 -39 1835.2656135546308 1831.4144753307553 50 TCGA 1 50 100 0.0 0.0005 100 6968 -40 1834.3645978898446 1832.4938044715766 50 TCGA 1 50 100 0.0 0.0005 100 6968 -41 1833.476665235814 1830.186106312814 50 TCGA 1 50 100 0.0 0.0005 100 6968 -42 1832.6523337898038 1830.2445099030308 50 TCGA 1 50 100 0.0 0.0005 100 6968 -43 1831.790861262396 1829.7258202634266 50 TCGA 1 50 100 0.0 0.0005 100 6968 -44 1831.0247021179166 1830.2477591816505 50 TCGA 1 50 100 0.0 0.0005 100 6968 -45 1830.5431734313522 1827.965247992894 50 TCGA 1 50 100 0.0 0.0005 100 6968 -46 1829.6646479851354 1826.644285269119 50 TCGA 1 50 100 0.0 0.0005 100 6968 -47 1828.7919123696754 1826.3672592699827 50 TCGA 1 50 100 0.0 0.0005 100 6968 -48 1828.1215855602388 1826.7376549495525 50 TCGA 1 50 100 0.0 0.0005 100 6968 -49 1827.6792854541566 1824.0705437588333 50 TCGA 1 50 100 0.0 0.0005 100 6968 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index 119a66a9d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0005lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2964.5957440013185 3069.0420608903896 50 TCGA 1 50 100 1.0 0.0005 100 7216 -1 2047.3561727628337 2224.3742528560774 50 TCGA 1 50 100 1.0 0.0005 100 7216 -2 1981.8095564963044 1963.3152757194173 50 TCGA 1 50 100 1.0 0.0005 100 7216 -3 1957.0732087097952 1955.625671693428 50 TCGA 1 50 100 1.0 0.0005 100 7216 -4 1942.019929903109 1948.5315579361652 50 TCGA 1 50 100 1.0 0.0005 100 7216 -5 1926.991438618594 1920.1516745102465 50 TCGA 1 50 100 1.0 0.0005 100 7216 -6 1916.6557264016108 1906.1719774409155 50 TCGA 1 50 100 1.0 0.0005 100 7216 -7 1909.3241159324334 1897.0432263858354 50 TCGA 1 50 100 1.0 0.0005 100 7216 -8 1901.8226615257702 1891.8464662178078 50 TCGA 1 50 100 1.0 0.0005 100 7216 -9 1896.441590397815 1887.9767913051587 50 TCGA 1 50 100 1.0 0.0005 100 7216 -10 1889.8747667461012 1882.1333351326948 50 TCGA 1 50 100 1.0 0.0005 100 7216 -11 1884.8089194933823 1880.195849241324 50 TCGA 1 50 100 1.0 0.0005 100 7216 -12 1884.0664863812096 1872.894023339353 50 TCGA 1 50 100 1.0 0.0005 100 7216 -13 1877.411556018651 1870.9017100885285 50 TCGA 1 50 100 1.0 0.0005 100 7216 -14 1874.422734628978 1867.958749435655 50 TCGA 1 50 100 1.0 0.0005 100 7216 -15 1872.566344867395 1866.1780815699592 50 TCGA 1 50 100 1.0 0.0005 100 7216 -16 1869.459871554617 1863.1694127375158 50 TCGA 1 50 100 1.0 0.0005 100 7216 -17 1866.9109216999404 1860.9238367128612 50 TCGA 1 50 100 1.0 0.0005 100 7216 -18 1863.7570075226597 1858.266261115146 50 TCGA 1 50 100 1.0 0.0005 100 7216 -19 1862.12401444471 1858.7629063285176 50 TCGA 1 50 100 1.0 0.0005 100 7216 -20 1860.3714156918845 1853.647600183535 50 TCGA 1 50 100 1.0 0.0005 100 7216 -21 1857.7330337662372 1853.5469228466552 50 TCGA 1 50 100 1.0 0.0005 100 7216 -22 1856.9429791162345 1853.3180698413944 50 TCGA 1 50 100 1.0 0.0005 100 7216 -23 1854.9402720547905 1848.9755528128926 50 TCGA 1 50 100 1.0 0.0005 100 7216 -24 1853.0556983577312 1846.8745896229193 50 TCGA 1 50 100 1.0 0.0005 100 7216 -25 1850.9061545401707 1847.5397709985475 50 TCGA 1 50 100 1.0 0.0005 100 7216 -26 1850.2795965801672 1845.1176641262955 50 TCGA 1 50 100 1.0 0.0005 100 7216 -27 1848.0725184041537 1843.6394742266018 50 TCGA 1 50 100 1.0 0.0005 100 7216 -28 1846.9773957910036 1845.1332602956188 50 TCGA 1 50 100 1.0 0.0005 100 7216 -29 1845.7200788618638 1844.9617024330637 50 TCGA 1 50 100 1.0 0.0005 100 7216 -30 1844.6683849663004 1840.676579307671 50 TCGA 1 50 100 1.0 0.0005 100 7216 -31 1843.3787249907782 1839.0250833022535 50 TCGA 1 50 100 1.0 0.0005 100 7216 -32 1841.8824479513662 1837.0541286756045 50 TCGA 1 50 100 1.0 0.0005 100 7216 -33 1841.103570467394 1836.593949361063 50 TCGA 1 50 100 1.0 0.0005 100 7216 -34 1839.6427716334917 1835.78064762288 50 TCGA 1 50 100 1.0 0.0005 100 7216 -35 1838.7679047540357 1834.2474714883008 50 TCGA 1 50 100 1.0 0.0005 100 7216 -36 1837.7357827667838 1832.7803028815954 50 TCGA 1 50 100 1.0 0.0005 100 7216 -37 1836.8158634261156 1832.330117383794 50 TCGA 1 50 100 1.0 0.0005 100 7216 -38 1835.8566991680634 1831.5031468377042 50 TCGA 1 50 100 1.0 0.0005 100 7216 -39 1835.133684092114 1830.727316391528 50 TCGA 1 50 100 1.0 0.0005 100 7216 -40 1834.346962456246 1830.5394127620525 50 TCGA 1 50 100 1.0 0.0005 100 7216 -41 1833.424796716618 1829.2627462262485 50 TCGA 1 50 100 1.0 0.0005 100 7216 -42 1832.509062252562 1829.1348478230998 50 TCGA 1 50 100 1.0 0.0005 100 7216 -43 1831.9615176848395 1827.861946451005 50 TCGA 1 50 100 1.0 0.0005 100 7216 -44 1831.0346620689347 1826.8045206501256 50 TCGA 1 50 100 1.0 0.0005 100 7216 -45 1830.4213731341868 1826.294034258205 50 TCGA 1 50 100 1.0 0.0005 100 7216 -46 1829.3846370417275 1825.2234254769944 50 TCGA 1 50 100 1.0 0.0005 100 7216 -47 1829.0577595052157 1825.632367158056 50 TCGA 1 50 100 1.0 0.0005 100 7216 -48 1828.1473225711618 1825.017770738458 50 TCGA 1 50 100 1.0 0.0005 100 7216 -49 1827.6463610238961 1825.3434052587154 50 TCGA 1 50 100 1.0 0.0005 100 7216 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 3a6234657..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2627.0795043168664 3590.648442407349 100 TCGA 1 100 100 0.5 0.0015 100 8873 -1 1994.2739407692334 2384.159509706737 100 TCGA 1 100 100 0.5 0.0015 100 8873 -2 1951.3922981630944 2053.9778077398714 100 TCGA 1 100 100 0.5 0.0015 100 8873 -3 1927.8683355522817 1960.50428963666 100 TCGA 1 100 100 0.5 0.0015 100 8873 -4 1912.1154820718648 1986.2031421757224 100 TCGA 1 100 100 0.5 0.0015 100 8873 -5 1902.9842457627062 1924.0222370396907 100 TCGA 1 100 100 0.5 0.0015 100 8873 -6 1894.5859374591237 1895.2271403403738 100 TCGA 1 100 100 0.5 0.0015 100 8873 -7 1887.8642779508996 1885.818150812657 100 TCGA 1 100 100 0.5 0.0015 100 8873 -8 1882.943154516517 1882.9862790515076 100 TCGA 1 100 100 0.5 0.0015 100 8873 -9 1878.7262200927053 1881.955520399851 100 TCGA 1 100 100 0.5 0.0015 100 8873 -10 1873.5403610997625 1884.8578451338724 100 TCGA 1 100 100 0.5 0.0015 100 8873 -11 1870.3298797931027 1871.704743198414 100 TCGA 1 100 100 0.5 0.0015 100 8873 -12 1867.9297881238708 1868.707683314031 100 TCGA 1 100 100 0.5 0.0015 100 8873 -13 1865.6286079210022 1869.955331466905 100 TCGA 1 100 100 0.5 0.0015 100 8873 -14 1862.8611841313552 1864.7604955932004 100 TCGA 1 100 100 0.5 0.0015 100 8873 -15 1860.2109453210023 1864.685903271239 100 TCGA 1 100 100 0.5 0.0015 100 8873 -16 1858.635927616106 1857.543273619072 100 TCGA 1 100 100 0.5 0.0015 100 8873 -17 1856.2076412336755 1858.519602406564 100 TCGA 1 100 100 0.5 0.0015 100 8873 -18 1854.7560884731397 1855.3543946539337 100 TCGA 1 100 100 0.5 0.0015 100 8873 -19 1852.9542553528356 1854.9505425074592 100 TCGA 1 100 100 0.5 0.0015 100 8873 -20 1852.0407368757587 1853.511764756399 100 TCGA 1 100 100 0.5 0.0015 100 8873 -21 1849.9621694304872 1852.057855807357 100 TCGA 1 100 100 0.5 0.0015 100 8873 -22 1848.3173660123332 1851.256513279287 100 TCGA 1 100 100 0.5 0.0015 100 8873 -23 1847.2797324939263 1847.9943179029915 100 TCGA 1 100 100 0.5 0.0015 100 8873 -24 1846.2632739576648 1847.7715150459328 100 TCGA 1 100 100 0.5 0.0015 100 8873 -25 1844.536615916083 1848.4837125078518 100 TCGA 1 100 100 0.5 0.0015 100 8873 -26 1843.6353646538223 1845.9558148408055 100 TCGA 1 100 100 0.5 0.0015 100 8873 -27 1842.8862948625772 1845.614441224678 100 TCGA 1 100 100 0.5 0.0015 100 8873 -28 1841.762042776577 1846.5124892038316 100 TCGA 1 100 100 0.5 0.0015 100 8873 -29 1840.4728387355112 1842.5628091630026 100 TCGA 1 100 100 0.5 0.0015 100 8873 -30 1839.6035692547298 1842.2313931719143 100 TCGA 1 100 100 0.5 0.0015 100 8873 -31 1838.954676120033 1841.3431046835742 100 TCGA 1 100 100 0.5 0.0015 100 8873 -32 1838.0764256079344 1839.6014300015704 100 TCGA 1 100 100 0.5 0.0015 100 8873 -33 1836.9909781196152 1839.429758656564 100 TCGA 1 100 100 0.5 0.0015 100 8873 -34 1835.9324730576009 1837.8319251285725 100 TCGA 1 100 100 0.5 0.0015 100 8873 -35 1835.5267934593749 1839.170385006085 100 TCGA 1 100 100 0.5 0.0015 100 8873 -36 1834.6530129225848 1839.314921776853 100 TCGA 1 100 100 0.5 0.0015 100 8873 -37 1833.967882223009 1837.698336653973 100 TCGA 1 100 100 0.5 0.0015 100 8873 -38 1833.272778246735 1835.0580882930276 100 TCGA 1 100 100 0.5 0.0015 100 8873 -39 1832.4001347937478 1834.6959909410332 100 TCGA 1 100 100 0.5 0.0015 100 8873 -40 1831.8582460505845 1833.737672125275 100 TCGA 1 100 100 0.5 0.0015 100 8873 -41 1831.119374287662 1833.3569219387955 100 TCGA 1 100 100 0.5 0.0015 100 8873 -42 1830.4392805179323 1832.7385566749765 100 TCGA 1 100 100 0.5 0.0015 100 8873 -43 1829.9561671791284 1832.5899909704774 100 TCGA 1 100 100 0.5 0.0015 100 8873 -44 1829.396617127657 1834.3911016262955 100 TCGA 1 100 100 0.5 0.0015 100 8873 -45 1828.8807925830956 1831.0414296825927 100 TCGA 1 100 100 0.5 0.0015 100 8873 -46 1828.5161178730232 1831.3635302979742 100 TCGA 1 100 100 0.5 0.0015 100 8873 -47 1827.7694466905225 1829.569838327379 100 TCGA 1 100 100 0.5 0.0015 100 8873 -48 1827.1963487828014 1829.0097527432083 100 TCGA 1 100 100 0.5 0.0015 100 8873 -49 1826.6885021647008 1829.54792455932 100 TCGA 1 100 100 0.5 0.0015 100 8873 -50 1826.2484498201225 1829.1623222312735 100 TCGA 1 100 100 0.5 0.0015 100 8873 -51 1825.6301150581164 1828.1241921276303 100 TCGA 1 100 100 0.5 0.0015 100 8873 -52 1825.1804579777274 1827.4302990784 100 TCGA 1 100 100 0.5 0.0015 100 8873 -53 1824.745737349379 1827.9630648358982 100 TCGA 1 100 100 0.5 0.0015 100 8873 -54 1824.444085229413 1828.2099118640076 100 TCGA 1 100 100 0.5 0.0015 100 8873 -55 1823.8521975272333 1829.1619253494032 100 TCGA 1 100 100 0.5 0.0015 100 8873 -56 1823.4825601868363 1825.676917914769 100 TCGA 1 100 100 0.5 0.0015 100 8873 -57 1823.3265641650287 1827.9461780337233 100 TCGA 1 100 100 0.5 0.0015 100 8873 -58 1822.9144840847237 1825.6526854241913 100 TCGA 1 100 100 0.5 0.0015 100 8873 -59 1822.7222151400215 1825.2923381556218 100 TCGA 1 100 100 0.5 0.0015 100 8873 -60 1822.2179992791598 1827.969795878808 100 TCGA 1 100 100 0.5 0.0015 100 8873 -61 1821.6390391078455 1824.8040004711056 100 TCGA 1 100 100 0.5 0.0015 100 8873 -62 1821.2660386955943 1825.2358925977544 100 TCGA 1 100 100 0.5 0.0015 100 8873 -63 1821.1681598331636 1825.0475792046168 100 TCGA 1 100 100 0.5 0.0015 100 8873 -64 1820.6547910015636 1823.4839149360082 100 TCGA 1 100 100 0.5 0.0015 100 8873 -65 1820.451986635406 1822.6636521229193 100 TCGA 1 100 100 0.5 0.0015 100 8873 -66 1820.2628978001565 1825.59548413454 100 TCGA 1 100 100 0.5 0.0015 100 8873 -67 1819.7794445883897 1823.2945593445745 100 TCGA 1 100 100 0.5 0.0015 100 8873 -68 1819.4469786187424 1822.1203674623116 100 TCGA 1 100 100 0.5 0.0015 100 8873 -69 1819.0799853630078 1822.6770191288474 100 TCGA 1 100 100 0.5 0.0015 100 8873 -70 1818.6519696771838 1821.8481617069724 100 TCGA 1 100 100 0.5 0.0015 100 8873 -71 1818.4455046868243 1821.0240263819096 100 TCGA 1 100 100 0.5 0.0015 100 8873 -72 1818.3305868852856 1820.647860273045 100 TCGA 1 100 100 0.5 0.0015 100 8873 -73 1817.9365014732916 1821.796179996663 100 TCGA 1 100 100 0.5 0.0015 100 8873 -74 1817.7618604681963 1820.708783173681 100 TCGA 1 100 100 0.5 0.0015 100 8873 -75 1817.6987951623369 1822.5679361161276 100 TCGA 1 100 100 0.5 0.0015 100 8873 -76 1817.5998194520262 1820.5129118492855 100 TCGA 1 100 100 0.5 0.0015 100 8873 -77 1817.281620407573 1820.522506943899 100 TCGA 1 100 100 0.5 0.0015 100 8873 -78 1816.9818110465471 1821.1909529336133 100 TCGA 1 100 100 0.5 0.0015 100 8873 -79 1816.7386819060487 1819.371221954499 100 TCGA 1 100 100 0.5 0.0015 100 8873 -80 1816.660450859253 1820.4107813236103 100 TCGA 1 100 100 0.5 0.0015 100 8873 -81 1816.4256944559504 1821.2228783075534 100 TCGA 1 100 100 0.5 0.0015 100 8873 -82 1816.1207852700497 1819.434511424309 100 TCGA 1 100 100 0.5 0.0015 100 8873 -83 1815.8728018487213 1819.4756742697864 100 TCGA 1 100 100 0.5 0.0015 100 8873 -84 1815.9116427173226 1820.5670552469378 100 TCGA 1 100 100 0.5 0.0015 100 8873 -85 1815.8036143740103 1818.6795243306376 100 TCGA 1 100 100 0.5 0.0015 100 8873 -86 1815.6916386182452 1818.7378064639604 100 TCGA 1 100 100 0.5 0.0015 100 8873 -87 1815.484702814449 1819.6403550957914 100 TCGA 1 100 100 0.5 0.0015 100 8873 -88 1815.4673563900478 1818.0913748429648 100 TCGA 1 100 100 0.5 0.0015 100 8873 -89 1815.2385978643376 1818.5701002571452 100 TCGA 1 100 100 0.5 0.0015 100 8873 -90 1814.9700550582209 1818.6215317309202 100 TCGA 1 100 100 0.5 0.0015 100 8873 -91 1815.2908046759455 1818.171644968004 100 TCGA 1 100 100 0.5 0.0015 100 8873 -92 1814.8001742775466 1817.5017163453988 100 TCGA 1 100 100 0.5 0.0015 100 8873 -93 1814.6383056640625 1817.0698303529366 100 TCGA 1 100 100 0.5 0.0015 100 8873 -94 1814.4107136394791 1817.8095335073806 100 TCGA 1 100 100 0.5 0.0015 100 8873 -95 1814.3046868868553 1817.228651190523 100 TCGA 1 100 100 0.5 0.0015 100 8873 -96 1814.1547893801362 1818.7572125765546 100 TCGA 1 100 100 0.5 0.0015 100 8873 -97 1814.0596870688912 1817.1928717071687 100 TCGA 1 100 100 0.5 0.0015 100 8873 -98 1813.8624710404908 1816.9247145149577 100 TCGA 1 100 100 0.5 0.0015 100 8873 -99 1813.8478307782545 1817.7075097165516 100 TCGA 1 100 100 0.5 0.0015 100 8873 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index a86d7dfe3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2614.8940275447526 3676.459645640311 100 TCGA 1 100 100 0.0 0.0015 100 9730 -1 1993.940534262748 2677.444393598854 100 TCGA 1 100 100 0.0 0.0015 100 9730 -2 1950.3403497170705 2002.7855690807553 100 TCGA 1 100 100 0.0 0.0015 100 9730 -3 1929.926330913855 1931.50593237182 100 TCGA 1 100 100 0.0 0.0015 100 9730 -4 1912.9914782549977 1916.2826375529994 100 TCGA 1 100 100 0.0 0.0015 100 9730 -5 1903.3862582918975 1908.8736517057946 100 TCGA 1 100 100 0.0 0.0015 100 9730 -6 1896.083170200488 1911.7234536942526 100 TCGA 1 100 100 0.0 0.0015 100 9730 -7 1886.9353049416961 1899.7123250529994 100 TCGA 1 100 100 0.0 0.0015 100 9730 -8 1882.9341396804846 1879.9891768412374 100 TCGA 1 100 100 0.0 0.0015 100 9730 -9 1878.9222652325873 1877.8099825298366 100 TCGA 1 100 100 0.0 0.0015 100 9730 -10 1875.2183791427876 1883.5419124430748 100 TCGA 1 100 100 0.0 0.0015 100 9730 -11 1872.4173189255393 1874.6534589451162 100 TCGA 1 100 100 0.0 0.0015 100 9730 -12 1868.2891110610665 1870.234519153384 100 TCGA 1 100 100 0.0 0.0015 100 9730 -13 1865.7384415669212 1865.6186192191426 100 TCGA 1 100 100 0.0 0.0015 100 9730 -14 1862.6293233792048 1865.9691113035883 100 TCGA 1 100 100 0.0 0.0015 100 9730 -15 1860.3750408218168 1860.761354992737 100 TCGA 1 100 100 0.0 0.0015 100 9730 -16 1858.7289855664085 1865.4147470752198 100 TCGA 1 100 100 0.0 0.0015 100 9730 -17 1856.6255242660357 1861.7908788326397 100 TCGA 1 100 100 0.0 0.0015 100 9730 -18 1854.9391134291677 1857.428425697825 100 TCGA 1 100 100 0.0 0.0015 100 9730 -19 1853.5031485256839 1854.9670557376728 100 TCGA 1 100 100 0.0 0.0015 100 9730 -20 1851.691911086159 1852.241303563717 100 TCGA 1 100 100 0.0 0.0015 100 9730 -21 1849.6146244867025 1850.8873965776147 100 TCGA 1 100 100 0.0 0.0015 100 9730 -22 1848.366092546056 1849.954294175958 100 TCGA 1 100 100 0.0 0.0015 100 9730 -23 1847.5408794796085 1852.5093963469692 100 TCGA 1 100 100 0.0 0.0015 100 9730 -24 1846.1667630893603 1848.2053529365578 100 TCGA 1 100 100 0.0 0.0015 100 9730 -25 1844.8362462388336 1845.4638193408448 100 TCGA 1 100 100 0.0 0.0015 100 9730 -26 1843.7357219291966 1844.1618357902796 100 TCGA 1 100 100 0.0 0.0015 100 9730 -27 1843.253129368316 1847.0206372438363 100 TCGA 1 100 100 0.0 0.0015 100 9730 -28 1841.9547136444933 1842.3468103456737 100 TCGA 1 100 100 0.0 0.0015 100 9730 -29 1840.5992004210589 1842.7533284096262 100 TCGA 1 100 100 0.0 0.0015 100 9730 -30 1839.587976097382 1841.2794778335035 100 TCGA 1 100 100 0.0 0.0015 100 9730 -31 1838.6074602714884 1840.755581496349 100 TCGA 1 100 100 0.0 0.0015 100 9730 -32 1837.9913288520534 1839.1053160087547 100 TCGA 1 100 100 0.0 0.0015 100 9730 -33 1837.390483254553 1838.4637739478644 100 TCGA 1 100 100 0.0 0.0015 100 9730 -34 1836.4259640488963 1838.554658669323 100 TCGA 1 100 100 0.0 0.0015 100 9730 -35 1835.269620973519 1837.3128631438442 100 TCGA 1 100 100 0.0 0.0015 100 9730 -36 1834.770368710388 1836.5233516213882 100 TCGA 1 100 100 0.0 0.0015 100 9730 -37 1833.8329976342966 1838.8042163944724 100 TCGA 1 100 100 0.0 0.0015 100 9730 -38 1833.1417976325745 1834.4783242383794 100 TCGA 1 100 100 0.0 0.0015 100 9730 -39 1832.413921721959 1834.2880669215217 100 TCGA 1 100 100 0.0 0.0015 100 9730 -40 1832.0531196206764 1833.8826425830323 100 TCGA 1 100 100 0.0 0.0015 100 9730 -41 1831.001747953132 1833.117244547935 100 TCGA 1 100 100 0.0 0.0015 100 9730 -42 1830.5341819629484 1831.4508841816505 100 TCGA 1 100 100 0.0 0.0015 100 9730 -43 1830.1755456389 1833.155788095752 100 TCGA 1 100 100 0.0 0.0015 100 9730 -44 1829.2891631374962 1831.189036000314 100 TCGA 1 100 100 0.0 0.0015 100 9730 -45 1828.7455534604474 1830.4433225698806 100 TCGA 1 100 100 0.0 0.0015 100 9730 -46 1828.0596544768398 1833.0090755290123 100 TCGA 1 100 100 0.0 0.0015 100 9730 -47 1827.886916264371 1829.8798619562658 100 TCGA 1 100 100 0.0 0.0015 100 9730 -48 1827.0724032010626 1831.6288909145337 100 TCGA 1 100 100 0.0 0.0015 100 9730 -49 1826.629927204182 1829.7051578694252 100 TCGA 1 100 100 0.0 0.0015 100 9730 -50 1826.1962414824652 1829.306749200102 100 TCGA 1 100 100 0.0 0.0015 100 9730 -51 1825.5782071750257 1830.9324472705323 100 TCGA 1 100 100 0.0 0.0015 100 9730 -52 1825.3708637253303 1828.1298423268688 100 TCGA 1 100 100 0.0 0.0015 100 9730 -53 1825.0403887594048 1827.2437339284313 100 TCGA 1 100 100 0.0 0.0015 100 9730 -54 1824.3879375864399 1826.5197226366206 100 TCGA 1 100 100 0.0 0.0015 100 9730 -55 1823.868719803301 1826.3151334062893 100 TCGA 1 100 100 0.0 0.0015 100 9730 -56 1823.628535992307 1827.910122511974 100 TCGA 1 100 100 0.0 0.0015 100 9730 -57 1823.1717274364903 1825.7544288826948 100 TCGA 1 100 100 0.0 0.0015 100 9730 -58 1822.8312242560946 1825.3387359159076 100 TCGA 1 100 100 0.0 0.0015 100 9730 -59 1822.2920638573119 1824.4835849167714 100 TCGA 1 100 100 0.0 0.0015 100 9730 -60 1822.1889896829261 1825.7539123841866 100 TCGA 1 100 100 0.0 0.0015 100 9730 -61 1821.6512600234182 1825.9927089058574 100 TCGA 1 100 100 0.0 0.0015 100 9730 -62 1821.500819692815 1825.3509680973225 100 TCGA 1 100 100 0.0 0.0015 100 9730 -63 1821.1805938914865 1822.6889016616285 100 TCGA 1 100 100 0.0 0.0015 100 9730 -64 1820.5467750028995 1822.7999163296954 100 TCGA 1 100 100 0.0 0.0015 100 9730 -65 1820.433505920417 1822.7436069507694 100 TCGA 1 100 100 0.0 0.0015 100 9730 -66 1819.9065056541215 1821.805124254083 100 TCGA 1 100 100 0.0 0.0015 100 9730 -67 1819.697849202574 1822.0794984443703 100 TCGA 1 100 100 0.0 0.0015 100 9730 -68 1819.1476386268566 1822.9101611573492 100 TCGA 1 100 100 0.0 0.0015 100 9730 -69 1819.2315062590908 1822.526540171561 100 TCGA 1 100 100 0.0 0.0015 100 9730 -70 1819.0023844382874 1821.1436074415044 100 TCGA 1 100 100 0.0 0.0015 100 9730 -71 1818.8576617099861 1822.5722631713254 100 TCGA 1 100 100 0.0 0.0015 100 9730 -72 1818.5519960396844 1821.788772352976 100 TCGA 1 100 100 0.0 0.0015 100 9730 -73 1818.197967321509 1819.963131085113 100 TCGA 1 100 100 0.0 0.0015 100 9730 -74 1817.7474334304627 1821.5054612662923 100 TCGA 1 100 100 0.0 0.0015 100 9730 -75 1817.7273165999493 1819.831154674741 100 TCGA 1 100 100 0.0 0.0015 100 9730 -76 1817.4639375220188 1821.5999025891174 100 TCGA 1 100 100 0.0 0.0015 100 9730 -77 1817.2216821945808 1819.1468168479114 100 TCGA 1 100 100 0.0 0.0015 100 9730 -78 1816.9783827633394 1820.798660661707 100 TCGA 1 100 100 0.0 0.0015 100 9730 -79 1817.1156072624028 1819.0775588145807 100 TCGA 1 100 100 0.0 0.0015 100 9730 -80 1816.7239852889945 1819.3196082953832 100 TCGA 1 100 100 0.0 0.0015 100 9730 -81 1816.7373033658323 1818.675228559791 100 TCGA 1 100 100 0.0 0.0015 100 9730 -82 1816.2632119210386 1819.2955806866364 100 TCGA 1 100 100 0.0 0.0015 100 9730 -83 1816.3028025294484 1819.0759657663316 100 TCGA 1 100 100 0.0 0.0015 100 9730 -84 1815.982851348853 1818.3434334759736 100 TCGA 1 100 100 0.0 0.0015 100 9730 -85 1815.7478901415693 1817.6546489773084 100 TCGA 1 100 100 0.0 0.0015 100 9730 -86 1815.687965799275 1818.238591026421 100 TCGA 1 100 100 0.0 0.0015 100 9730 -87 1815.3261375388925 1818.1481939727937 100 TCGA 1 100 100 0.0 0.0015 100 9730 -88 1815.1189999832134 1820.1857039101758 100 TCGA 1 100 100 0.0 0.0015 100 9730 -89 1815.2145188922714 1818.351355777913 100 TCGA 1 100 100 0.0 0.0015 100 9730 -90 1815.241745041103 1819.4037306895807 100 TCGA 1 100 100 0.0 0.0015 100 9730 -91 1815.0891694406246 1817.9246439718122 100 TCGA 1 100 100 0.0 0.0015 100 9730 -92 1814.63730918117 1817.915883739989 100 TCGA 1 100 100 0.0 0.0015 100 9730 -93 1814.5796374646611 1818.006750672307 100 TCGA 1 100 100 0.0 0.0015 100 9730 -94 1814.5798564799757 1817.2430094809988 100 TCGA 1 100 100 0.0 0.0015 100 9730 -95 1814.5331277763196 1816.3802987103486 100 TCGA 1 100 100 0.0 0.0015 100 9730 -96 1814.300367649784 1817.2692539847676 100 TCGA 1 100 100 0.0 0.0015 100 9730 -97 1814.3349536342644 1816.7691055374528 100 TCGA 1 100 100 0.0 0.0015 100 9730 -98 1813.9083343788586 1818.0888628935695 100 TCGA 1 100 100 0.0 0.0015 100 9730 -99 1813.9091176099976 1817.05100944174 100 TCGA 1 100 100 0.0 0.0015 100 9730 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index 247f84713..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2632.617005763888 3657.1872889839824 100 TCGA 1 100 100 1.0 0.0015 100 7575 -1 1990.898422743649 2625.5352764800564 100 TCGA 1 100 100 1.0 0.0015 100 7575 -2 1950.3509544511369 2088.4925825416144 100 TCGA 1 100 100 1.0 0.0015 100 7575 -3 1927.2934951416044 1949.5363444419363 100 TCGA 1 100 100 1.0 0.0015 100 7575 -4 1914.9649860132138 1937.6806223500314 100 TCGA 1 100 100 1.0 0.0015 100 7575 -5 1904.3937132058632 1901.9260260040437 100 TCGA 1 100 100 1.0 0.0015 100 7575 -6 1895.1542766820987 1889.6948781995918 100 TCGA 1 100 100 1.0 0.0015 100 7575 -7 1887.3438493022031 1914.0719202702967 100 TCGA 1 100 100 1.0 0.0015 100 7575 -8 1882.5186367262713 1882.2815002748116 100 TCGA 1 100 100 1.0 0.0015 100 7575 -9 1878.7307391468469 1877.8779266204067 100 TCGA 1 100 100 1.0 0.0015 100 7575 -10 1875.2679304788655 1877.3357056277482 100 TCGA 1 100 100 1.0 0.0015 100 7575 -11 1871.881482425472 1870.067249087233 100 TCGA 1 100 100 1.0 0.0015 100 7575 -12 1867.9742143871342 1868.1033671776854 100 TCGA 1 100 100 1.0 0.0015 100 7575 -13 1866.353923270899 1867.2974252365343 100 TCGA 1 100 100 1.0 0.0015 100 7575 -14 1862.892844774851 1867.7882503336998 100 TCGA 1 100 100 1.0 0.0015 100 7575 -15 1860.2684677708214 1860.6357415740813 100 TCGA 1 100 100 1.0 0.0015 100 7575 -16 1858.289995229461 1859.4486531779994 100 TCGA 1 100 100 1.0 0.0015 100 7575 -17 1857.1037152240633 1863.030466050958 100 TCGA 1 100 100 1.0 0.0015 100 7575 -18 1855.1058732075462 1858.8264086546012 100 TCGA 1 100 100 1.0 0.0015 100 7575 -19 1853.3250107695474 1853.9142367108982 100 TCGA 1 100 100 1.0 0.0015 100 7575 -20 1852.3046505069317 1853.859179319449 100 TCGA 1 100 100 1.0 0.0015 100 7575 -21 1850.6063993130163 1852.864411167164 100 TCGA 1 100 100 1.0 0.0015 100 7575 -22 1848.5988872403318 1851.3393088489322 100 TCGA 1 100 100 1.0 0.0015 100 7575 -23 1848.0160515988853 1848.425119984689 100 TCGA 1 100 100 1.0 0.0015 100 7575 -24 1846.2698536006478 1849.0256513279287 100 TCGA 1 100 100 1.0 0.0015 100 7575 -25 1845.2686552296182 1848.8935608216866 100 TCGA 1 100 100 1.0 0.0015 100 7575 -26 1843.998652403157 1845.2153099481784 100 TCGA 1 100 100 1.0 0.0015 100 7575 -27 1842.9282653992536 1845.55972550742 100 TCGA 1 100 100 1.0 0.0015 100 7575 -28 1841.8534377828641 1843.983099089196 100 TCGA 1 100 100 1.0 0.0015 100 7575 -29 1841.179363527925 1842.0587875902952 100 TCGA 1 100 100 1.0 0.0015 100 7575 -30 1839.7345570222462 1843.832943403541 100 TCGA 1 100 100 1.0 0.0015 100 7575 -31 1838.8609392140802 1841.005794966041 100 TCGA 1 100 100 1.0 0.0015 100 7575 -32 1838.3529209699439 1840.5913564404052 100 TCGA 1 100 100 1.0 0.0015 100 7575 -33 1837.221211122261 1839.189470914141 100 TCGA 1 100 100 1.0 0.0015 100 7575 -34 1836.7727599477698 1837.7386873331502 100 TCGA 1 100 100 1.0 0.0015 100 7575 -35 1835.657801556047 1837.0922544853172 100 TCGA 1 100 100 1.0 0.0015 100 7575 -36 1834.8806277016522 1838.2946194596027 100 TCGA 1 100 100 1.0 0.0015 100 7575 -37 1834.1570898312145 1835.3062811616678 100 TCGA 1 100 100 1.0 0.0015 100 7575 -38 1833.3969134537153 1836.1438497418735 100 TCGA 1 100 100 1.0 0.0015 100 7575 -39 1833.1399414934529 1835.721096939777 100 TCGA 1 100 100 1.0 0.0015 100 7575 -40 1831.9763371079798 1840.1315396562893 100 TCGA 1 100 100 1.0 0.0015 100 7575 -41 1831.5361880364062 1836.1130101189542 100 TCGA 1 100 100 1.0 0.0015 100 7575 -42 1830.9869904984905 1832.238197211644 100 TCGA 1 100 100 1.0 0.0015 100 7575 -43 1830.0820851386131 1834.0589354241913 100 TCGA 1 100 100 1.0 0.0015 100 7575 -44 1829.8220797467543 1833.9896074611338 100 TCGA 1 100 100 1.0 0.0015 100 7575 -45 1828.942209169899 1831.625607897888 100 TCGA 1 100 100 1.0 0.0015 100 7575 -46 1828.4197997093095 1831.723174588764 100 TCGA 1 100 100 1.0 0.0015 100 7575 -47 1827.8972270977072 1833.4721557003768 100 TCGA 1 100 100 1.0 0.0015 100 7575 -48 1827.2347895131206 1830.3974934486887 100 TCGA 1 100 100 1.0 0.0015 100 7575 -49 1826.9200016519483 1828.708907697668 100 TCGA 1 100 100 1.0 0.0015 100 7575 -50 1826.4287358720542 1829.9746406593515 100 TCGA 1 100 100 1.0 0.0015 100 7575 -51 1825.8725949191717 1829.0500445341945 100 TCGA 1 100 100 1.0 0.0015 100 7575 -52 1825.2747852058467 1827.5736623792793 100 TCGA 1 100 100 1.0 0.0015 100 7575 -53 1824.7842843308754 1827.446727656839 100 TCGA 1 100 100 1.0 0.0015 100 7575 -54 1824.643916878933 1826.9946853407664 100 TCGA 1 100 100 1.0 0.0015 100 7575 -55 1824.4184358164407 1827.5983218092415 100 TCGA 1 100 100 1.0 0.0015 100 7575 -56 1823.7690571255816 1826.7695189816268 100 TCGA 1 100 100 1.0 0.0015 100 7575 -57 1823.3286636545 1826.2961346036825 100 TCGA 1 100 100 1.0 0.0015 100 7575 -58 1822.8805009986902 1825.4821219132773 100 TCGA 1 100 100 1.0 0.0015 100 7575 -59 1822.3099774133814 1825.1166593465373 100 TCGA 1 100 100 1.0 0.0015 100 7575 -60 1821.98920603583 1825.1643685959093 100 TCGA 1 100 100 1.0 0.0015 100 7575 -61 1821.9678299149468 1824.749333213921 100 TCGA 1 100 100 1.0 0.0015 100 7575 -62 1821.2144543758154 1824.434919347715 100 TCGA 1 100 100 1.0 0.0015 100 7575 -63 1821.1934593448495 1824.12807568114 100 TCGA 1 100 100 1.0 0.0015 100 7575 -64 1820.7806253553515 1823.4741364292163 100 TCGA 1 100 100 1.0 0.0015 100 7575 -65 1820.4709433823748 1822.4570355439305 100 TCGA 1 100 100 1.0 0.0015 100 7575 -66 1820.1632971318122 1823.445595899419 100 TCGA 1 100 100 1.0 0.0015 100 7575 -67 1820.0618742516908 1822.52467415201 100 TCGA 1 100 100 1.0 0.0015 100 7575 -68 1819.4268963423435 1822.101056429609 100 TCGA 1 100 100 1.0 0.0015 100 7575 -69 1819.1217518723533 1822.8663060173917 100 TCGA 1 100 100 1.0 0.0015 100 7575 -70 1819.162551643141 1822.941919681415 100 TCGA 1 100 100 1.0 0.0015 100 7575 -71 1818.9128878781114 1822.9119443653815 100 TCGA 1 100 100 1.0 0.0015 100 7575 -72 1818.914402958857 1823.0130185841315 100 TCGA 1 100 100 1.0 0.0015 100 7575 -73 1818.502787669544 1820.362361735435 100 TCGA 1 100 100 1.0 0.0015 100 7575 -74 1818.1203095378294 1821.112700342533 100 TCGA 1 100 100 1.0 0.0015 100 7575 -75 1817.5166775243251 1821.1392754789572 100 TCGA 1 100 100 1.0 0.0015 100 7575 -76 1817.6088027587919 1821.4243354222283 100 TCGA 1 100 100 1.0 0.0015 100 7575 -77 1817.2281515532566 1819.6767161000314 100 TCGA 1 100 100 1.0 0.0015 100 7575 -78 1817.0398715649721 1819.5530619405622 100 TCGA 1 100 100 1.0 0.0015 100 7575 -79 1816.985427701456 1819.6920166015625 100 TCGA 1 100 100 1.0 0.0015 100 7575 -80 1816.771294831511 1818.9735125824434 100 TCGA 1 100 100 1.0 0.0015 100 7575 -81 1816.328138979701 1818.7441252895337 100 TCGA 1 100 100 1.0 0.0015 100 7575 -82 1816.4396731622226 1821.1664210947315 100 TCGA 1 100 100 1.0 0.0015 100 7575 -83 1816.0011821158803 1818.934878862084 100 TCGA 1 100 100 1.0 0.0015 100 7575 -84 1815.7022871853505 1818.8371876472204 100 TCGA 1 100 100 1.0 0.0015 100 7575 -85 1815.828348525335 1818.462514599364 100 TCGA 1 100 100 1.0 0.0015 100 7575 -86 1815.4832527951771 1825.2703256271593 100 TCGA 1 100 100 1.0 0.0015 100 7575 -87 1815.5630938920315 1819.6866958081423 100 TCGA 1 100 100 1.0 0.0015 100 7575 -88 1815.2453411352237 1819.6918350296403 100 TCGA 1 100 100 1.0 0.0015 100 7575 -89 1815.3476420114157 1818.2349638819096 100 TCGA 1 100 100 1.0 0.0015 100 7575 -90 1815.0397151449267 1817.88578328655 100 TCGA 1 100 100 1.0 0.0015 100 7575 -91 1815.1916690983535 1818.2055946235082 100 TCGA 1 100 100 1.0 0.0015 100 7575 -92 1814.7556544075135 1818.345191533841 100 TCGA 1 100 100 1.0 0.0015 100 7575 -93 1814.5496788293153 1817.105987088764 100 TCGA 1 100 100 1.0 0.0015 100 7575 -94 1814.4022597082892 1817.1678877787374 100 TCGA 1 100 100 1.0 0.0015 100 7575 -95 1814.0763690351096 1818.8463312657036 100 TCGA 1 100 100 1.0 0.0015 100 7575 -96 1814.2656502615648 1818.51633227171 100 TCGA 1 100 100 1.0 0.0015 100 7575 -97 1814.1842316385757 1816.850270640311 100 TCGA 1 100 100 1.0 0.0015 100 7575 -98 1814.136859814175 1818.0273879161432 100 TCGA 1 100 100 1.0 0.0015 100 7575 -99 1814.3571573779684 1817.689668434948 100 TCGA 1 100 100 1.0 0.0015 100 7575 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 4f8ce4da1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2618.2459711755464 4080.370234963882 100 TCGA 1 50 100 0.5 0.0015 100 4114 -1 1990.8624064286569 2400.009185330952 100 TCGA 1 50 100 0.5 0.0015 100 4114 -2 1952.1549565234027 2099.136620603015 100 TCGA 1 50 100 0.5 0.0015 100 4114 -3 1928.9481069141366 1956.2388333267902 100 TCGA 1 50 100 0.5 0.0015 100 4114 -4 1913.8838729815818 1941.959604541261 100 TCGA 1 50 100 0.5 0.0015 100 4114 -5 1904.3898379401126 1899.7645778943545 100 TCGA 1 50 100 0.5 0.0015 100 4114 -6 1895.1161920117645 1897.5047662629554 100 TCGA 1 50 100 0.5 0.0015 100 4114 -7 1888.7678634962049 1898.5267352386934 100 TCGA 1 50 100 0.5 0.0015 100 4114 -8 1882.2908624205581 1889.515705357844 100 TCGA 1 50 100 0.5 0.0015 100 4114 -9 1879.3480066554278 1876.2630155170384 100 TCGA 1 50 100 0.5 0.0015 100 4114 -10 1874.5019866708321 1873.0694218161118 100 TCGA 1 50 100 0.5 0.0015 100 4114 -11 1871.494725537867 1870.060657290358 100 TCGA 1 50 100 0.5 0.0015 100 4114 -12 1868.1142373062135 1865.2980319075848 100 TCGA 1 50 100 0.5 0.0015 100 4114 -13 1865.3857000031394 1868.2102332953832 100 TCGA 1 50 100 0.5 0.0015 100 4114 -14 1862.633398284895 1861.6320984806846 100 TCGA 1 50 100 0.5 0.0015 100 4114 -15 1861.0713576529624 1859.9025651941347 100 TCGA 1 50 100 0.5 0.0015 100 4114 -16 1858.520893235307 1863.6785551291614 100 TCGA 1 50 100 0.5 0.0015 100 4114 -17 1856.8683157953942 1854.4919979536353 100 TCGA 1 50 100 0.5 0.0015 100 4114 -18 1854.9192902268755 1855.575045638348 100 TCGA 1 50 100 0.5 0.0015 100 4114 -19 1852.9667840262105 1851.5619540573964 100 TCGA 1 50 100 0.5 0.0015 100 4114 -20 1851.7409991572938 1855.1411402716708 100 TCGA 1 50 100 0.5 0.0015 100 4114 -21 1850.5237555041326 1850.7006155042793 100 TCGA 1 50 100 0.5 0.0015 100 4114 -22 1849.0678216606555 1850.7579094201476 100 TCGA 1 50 100 0.5 0.0015 100 4114 -23 1847.5583303838798 1849.939700946137 100 TCGA 1 50 100 0.5 0.0015 100 4114 -24 1845.92288613024 1846.1011159312186 100 TCGA 1 50 100 0.5 0.0015 100 4114 -25 1845.2765160454267 1845.2153252836447 100 TCGA 1 50 100 0.5 0.0015 100 4114 -26 1843.9294182068136 1844.21691097087 100 TCGA 1 50 100 0.5 0.0015 100 4114 -27 1842.5720744192074 1844.2076863811244 100 TCGA 1 50 100 0.5 0.0015 100 4114 -28 1841.9260116970584 1841.930268407467 100 TCGA 1 50 100 0.5 0.0015 100 4114 -29 1841.0180815441133 1844.340661437068 100 TCGA 1 50 100 0.5 0.0015 100 4114 -30 1840.612905351375 1841.5913128876805 100 TCGA 1 50 100 0.5 0.0015 100 4114 -31 1838.9042057071842 1839.602448276539 100 TCGA 1 50 100 0.5 0.0015 100 4114 -32 1837.881700827642 1839.5969581795698 100 TCGA 1 50 100 0.5 0.0015 100 4114 -33 1836.8178164829885 1841.9528728849325 100 TCGA 1 50 100 0.5 0.0015 100 4114 -34 1836.927898752302 1836.4813036127905 100 TCGA 1 50 100 0.5 0.0015 100 4114 -35 1835.6139954274115 1836.8933240420854 100 TCGA 1 50 100 0.5 0.0015 100 4114 -36 1834.9395916003416 1835.7131120691347 100 TCGA 1 50 100 0.5 0.0015 100 4114 -37 1834.1793292463192 1835.1511549446452 100 TCGA 1 50 100 0.5 0.0015 100 4114 -38 1833.4212503962278 1834.484459038356 100 TCGA 1 50 100 0.5 0.0015 100 4114 -39 1832.316194292663 1833.2739693339745 100 TCGA 1 50 100 0.5 0.0015 100 4114 -40 1832.3499503243727 1833.2634995043577 100 TCGA 1 50 100 0.5 0.0015 100 4114 -41 1831.2121523578114 1831.5417198296168 100 TCGA 1 50 100 0.5 0.0015 100 4114 -42 1830.8487342675226 1831.6191915387485 100 TCGA 1 50 100 0.5 0.0015 100 4114 -43 1830.2006933495647 1831.9902214932083 100 TCGA 1 50 100 0.5 0.0015 100 4114 -44 1829.5056702266488 1829.8906863418656 100 TCGA 1 50 100 0.5 0.0015 100 4114 -45 1828.7292097048883 1830.533693246506 100 TCGA 1 50 100 0.5 0.0015 100 4114 -46 1828.4195482654488 1829.4619502542007 100 TCGA 1 50 100 0.5 0.0015 100 4114 -47 1827.989488627445 1828.3210670049466 100 TCGA 1 50 100 0.5 0.0015 100 4114 -48 1827.4489847875784 1828.0518369435065 100 TCGA 1 50 100 0.5 0.0015 100 4114 -49 1826.9920567094061 1828.0802646042714 100 TCGA 1 50 100 0.5 0.0015 100 4114 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index 4ec8f4076..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2627.894539806776 3770.9851564953674 100 TCGA 1 50 100 0.0 0.0015 100 727 -1 1996.3139471988059 2347.521530994818 100 TCGA 1 50 100 0.0 0.0015 100 727 -2 1952.6607441195874 2128.359474373822 100 TCGA 1 50 100 0.0 0.0015 100 727 -3 1929.5616887140811 1941.92075244386 100 TCGA 1 50 100 0.0 0.0015 100 727 -4 1915.1738487539153 1936.5639605498195 100 TCGA 1 50 100 0.0 0.0015 100 727 -5 1903.9124195036286 1926.570505113458 100 TCGA 1 50 100 0.0 0.0015 100 727 -6 1894.9319551001438 1889.8942000039258 100 TCGA 1 50 100 0.0 0.0015 100 727 -7 1888.57968858731 1898.4812477916928 100 TCGA 1 50 100 0.0 0.0015 100 727 -8 1882.7597450505864 1878.7991213391174 100 TCGA 1 50 100 0.0 0.0015 100 727 -9 1878.4873224959495 1871.7573444615657 100 TCGA 1 50 100 0.0 0.0015 100 727 -10 1874.0933820313808 1871.701250392588 100 TCGA 1 50 100 0.0 0.0015 100 727 -11 1872.0962753662081 1869.0886107785018 100 TCGA 1 50 100 0.0 0.0015 100 727 -12 1869.1234737191432 1863.2343332875314 100 TCGA 1 50 100 0.0 0.0015 100 727 -13 1865.2748200869717 1863.4418595663867 100 TCGA 1 50 100 0.0 0.0015 100 727 -14 1863.7030891242177 1862.6142302086605 100 TCGA 1 50 100 0.0 0.0015 100 727 -15 1860.574819291246 1861.5334619876728 100 TCGA 1 50 100 0.0 0.0015 100 727 -16 1858.9019117009389 1855.614992074631 100 TCGA 1 50 100 0.0 0.0015 100 727 -17 1857.1110620746683 1854.460927071883 100 TCGA 1 50 100 0.0 0.0015 100 727 -18 1855.2405567937749 1853.8969008862673 100 TCGA 1 50 100 0.0 0.0015 100 727 -19 1852.9505316973505 1852.3051389761306 100 TCGA 1 50 100 0.0 0.0015 100 727 -20 1851.981577779023 1849.3472918793184 100 TCGA 1 50 100 0.0 0.0015 100 727 -21 1849.9322220497545 1852.0271621780778 100 TCGA 1 50 100 0.0 0.0015 100 727 -22 1849.563653052818 1849.7871762376335 100 TCGA 1 50 100 0.0 0.0015 100 727 -23 1847.5620954470758 1848.8722383892116 100 TCGA 1 50 100 0.0 0.0015 100 727 -24 1846.2339178528794 1844.5067279758166 100 TCGA 1 50 100 0.0 0.0015 100 727 -25 1844.9406494794646 1844.6696967503533 100 TCGA 1 50 100 0.0 0.0015 100 727 -26 1844.3883307484966 1844.941958940209 100 TCGA 1 50 100 0.0 0.0015 100 727 -27 1843.2578913640439 1843.514220884697 100 TCGA 1 50 100 0.0 0.0015 100 727 -28 1841.9695474424723 1843.0930206452183 100 TCGA 1 50 100 0.0 0.0015 100 727 -29 1841.1298694459438 1840.3741761787453 100 TCGA 1 50 100 0.0 0.0015 100 727 -30 1840.1137511914085 1842.6627442633087 100 TCGA 1 50 100 0.0 0.0015 100 727 -31 1839.0440923173667 1840.9255125726288 100 TCGA 1 50 100 0.0 0.0015 100 727 -32 1838.3600080924211 1837.3924112751256 100 TCGA 1 50 100 0.0 0.0015 100 727 -33 1837.6079413857574 1836.4426846144786 100 TCGA 1 50 100 0.0 0.0015 100 727 -34 1836.7237246070858 1838.0277933858747 100 TCGA 1 50 100 0.0 0.0015 100 727 -35 1835.7829997925662 1837.3882167183574 100 TCGA 1 50 100 0.0 0.0015 100 727 -36 1835.1074627785695 1834.965335711762 100 TCGA 1 50 100 0.0 0.0015 100 727 -37 1834.2360690645187 1832.2428033723304 100 TCGA 1 50 100 0.0 0.0015 100 727 -38 1833.4201805130926 1835.6636159312186 100 TCGA 1 50 100 0.0 0.0015 100 727 -39 1832.7559656125518 1832.5859853466552 100 TCGA 1 50 100 0.0 0.0015 100 727 -40 1832.2870881601907 1831.934670299741 100 TCGA 1 50 100 0.0 0.0015 100 727 -41 1831.2299612977565 1831.6951002571452 100 TCGA 1 50 100 0.0 0.0015 100 727 -42 1830.7638028972262 1831.1046627178864 100 TCGA 1 50 100 0.0 0.0015 100 727 -43 1830.2356371108356 1830.7252215668184 100 TCGA 1 50 100 0.0 0.0015 100 727 -44 1830.0426535118318 1832.5737451907978 100 TCGA 1 50 100 0.0 0.0015 100 727 -45 1829.2961081330138 1829.6960596439228 100 TCGA 1 50 100 0.0 0.0015 100 727 -46 1828.5849360983239 1828.0237202860003 100 TCGA 1 50 100 0.0 0.0015 100 727 -47 1827.9327713457226 1827.6916473235317 100 TCGA 1 50 100 0.0 0.0015 100 727 -48 1827.64274708045 1828.211616554452 100 TCGA 1 50 100 0.0 0.0015 100 727 -49 1827.0702997738395 1827.3359295255575 100 TCGA 1 50 100 0.0 0.0015 100 727 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index 63a0c83ed..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2622.0970913392784 3440.478093592965 100 TCGA 1 50 100 1.0 0.0015 100 9209 -1 1991.485189705904 2575.538298180355 100 TCGA 1 50 100 1.0 0.0015 100 9209 -2 1951.388928632782 2055.9476974717336 100 TCGA 1 50 100 1.0 0.0015 100 9209 -3 1930.23678912812 1968.4536599010678 100 TCGA 1 50 100 1.0 0.0015 100 9209 -4 1913.7888280879388 1917.740013544284 100 TCGA 1 50 100 1.0 0.0015 100 9209 -5 1904.9200943321878 1903.8902698305983 100 TCGA 1 50 100 1.0 0.0015 100 9209 -6 1894.407064610526 1891.1121237289965 100 TCGA 1 50 100 1.0 0.0015 100 9209 -7 1889.3106779926043 1881.77967106038 100 TCGA 1 50 100 1.0 0.0015 100 9209 -8 1882.5657795615355 1882.582724413081 100 TCGA 1 50 100 1.0 0.0015 100 9209 -9 1878.260998046003 1882.9260536078832 100 TCGA 1 50 100 1.0 0.0015 100 9209 -10 1875.5760202783601 1872.752086850267 100 TCGA 1 50 100 1.0 0.0015 100 9209 -11 1871.9526230388087 1873.5289325043184 100 TCGA 1 50 100 1.0 0.0015 100 9209 -12 1868.5793428009065 1868.7542810487987 100 TCGA 1 50 100 1.0 0.0015 100 9209 -13 1866.4003007379756 1865.4376098019393 100 TCGA 1 50 100 1.0 0.0015 100 9209 -14 1863.7843258475896 1866.2928104879868 100 TCGA 1 50 100 1.0 0.0015 100 9209 -15 1861.3859048616223 1861.8060621712077 100 TCGA 1 50 100 1.0 0.0015 100 9209 -16 1859.2797168655472 1859.3017001511464 100 TCGA 1 50 100 1.0 0.0015 100 9209 -17 1857.227635421608 1861.1107459906957 100 TCGA 1 50 100 1.0 0.0015 100 9209 -18 1855.1985710238569 1864.7227820008245 100 TCGA 1 50 100 1.0 0.0015 100 9209 -19 1853.743863715193 1853.7156184977623 100 TCGA 1 50 100 1.0 0.0015 100 9209 -20 1852.1529636802466 1852.9983916162846 100 TCGA 1 50 100 1.0 0.0015 100 9209 -21 1850.2897973608287 1852.3553828713882 100 TCGA 1 50 100 1.0 0.0015 100 9209 -22 1849.2292817698378 1848.5604297120367 100 TCGA 1 50 100 1.0 0.0015 100 9209 -23 1847.8840074510445 1851.2661175751805 100 TCGA 1 50 100 1.0 0.0015 100 9209 -24 1846.2387810311209 1846.1098142077576 100 TCGA 1 50 100 1.0 0.0015 100 9209 -25 1845.2617871633317 1846.2877467169833 100 TCGA 1 50 100 1.0 0.0015 100 9209 -26 1844.0986389984496 1847.505569227976 100 TCGA 1 50 100 1.0 0.0015 100 9209 -27 1842.8331681975483 1843.4280257488615 100 TCGA 1 50 100 1.0 0.0015 100 9209 -28 1842.2061557473849 1843.53798104291 100 TCGA 1 50 100 1.0 0.0015 100 9209 -29 1841.0355880946795 1841.8494535666614 100 TCGA 1 50 100 1.0 0.0015 100 9209 -30 1839.63341022078 1841.428878400793 100 TCGA 1 50 100 1.0 0.0015 100 9209 -31 1838.8677005931754 1840.0786316838096 100 TCGA 1 50 100 1.0 0.0015 100 9209 -32 1838.3524325115632 1847.752352460545 100 TCGA 1 50 100 1.0 0.0015 100 9209 -33 1837.0009108197544 1837.861188878965 100 TCGA 1 50 100 1.0 0.0015 100 9209 -34 1836.4154397730504 1838.1887624155936 100 TCGA 1 50 100 1.0 0.0015 100 9209 -35 1835.5888908548884 1836.264489562068 100 TCGA 1 50 100 1.0 0.0015 100 9209 -36 1834.876554349262 1835.6655800977544 100 TCGA 1 50 100 1.0 0.0015 100 9209 -37 1834.1382717367183 1835.6921239498272 100 TCGA 1 50 100 1.0 0.0015 100 9209 -38 1833.6510094379605 1833.313567348461 100 TCGA 1 50 100 1.0 0.0015 100 9209 -39 1832.5986186556684 1833.447425727269 100 TCGA 1 50 100 1.0 0.0015 100 9209 -40 1832.1863439087092 1836.2484824022456 100 TCGA 1 50 100 1.0 0.0015 100 9209 -41 1831.7435814505882 1831.2801483000942 100 TCGA 1 50 100 1.0 0.0015 100 9209 -42 1830.9897287076892 1832.9348402167086 100 TCGA 1 50 100 1.0 0.0015 100 9209 -43 1830.1599828117805 1830.977863560969 100 TCGA 1 50 100 1.0 0.0015 100 9209 -44 1829.6946230391356 1830.906936415476 100 TCGA 1 50 100 1.0 0.0015 100 9209 -45 1829.089361082431 1831.513506251963 100 TCGA 1 50 100 1.0 0.0015 100 9209 -46 1828.6671711712734 1842.0471927508636 100 TCGA 1 50 100 1.0 0.0015 100 9209 -47 1827.931215865549 1829.4324754877905 100 TCGA 1 50 100 1.0 0.0015 100 9209 -48 1827.4185676698187 1830.4148084170854 100 TCGA 1 50 100 1.0 0.0015 100 9209 -49 1826.8846178571087 1827.62902034587 100 TCGA 1 50 100 1.0 0.0015 100 9209 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index adbe4ccab..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2874.252065453123 4635.94264290201 150 TCGA 1 100 100 0.5 0.0015 100 3937 -1 2028.6355909859979 3483.2065257930276 150 TCGA 1 100 100 0.5 0.0015 100 3937 -2 1973.4156315919877 2601.8639756399184 150 TCGA 1 100 100 0.5 0.0015 100 3937 -3 1947.2905311179968 2070.33323600424 150 TCGA 1 100 100 0.5 0.0015 100 3937 -4 1932.9333461348879 1982.345412977976 150 TCGA 1 100 100 0.5 0.0015 100 3937 -5 1920.0389699560149 1966.9229270129947 150 TCGA 1 100 100 0.5 0.0015 100 3937 -6 1912.7534755634829 1957.8070105164495 150 TCGA 1 100 100 0.5 0.0015 100 3937 -7 1904.1281499699805 1919.589703277128 150 TCGA 1 100 100 0.5 0.0015 100 3937 -8 1897.1011131466307 1922.9720581668107 150 TCGA 1 100 100 0.5 0.0015 100 3937 -9 1893.4384765079983 1954.2201124028345 150 TCGA 1 100 100 0.5 0.0015 100 3937 -10 1888.6668359582106 1892.365558873469 150 TCGA 1 100 100 0.5 0.0015 100 3937 -11 1883.420304627221 1883.5915484404445 150 TCGA 1 100 100 0.5 0.0015 100 3937 -12 1880.8109665657876 1882.4464092925566 150 TCGA 1 100 100 0.5 0.0015 100 3937 -13 1878.8386196132642 1879.0464186165202 150 TCGA 1 100 100 0.5 0.0015 100 3937 -14 1875.5767345238987 1875.3300241441582 150 TCGA 1 100 100 0.5 0.0015 100 3937 -15 1873.2758437662415 1870.4749473686793 150 TCGA 1 100 100 0.5 0.0015 100 3937 -16 1870.2994826366119 1869.4964458523084 150 TCGA 1 100 100 0.5 0.0015 100 3937 -17 1868.4485616904308 1868.838243340727 150 TCGA 1 100 100 0.5 0.0015 100 3937 -18 1866.1063621564426 1866.8644553333072 150 TCGA 1 100 100 0.5 0.0015 100 3937 -19 1864.9633764400455 1863.4114247997802 150 TCGA 1 100 100 0.5 0.0015 100 3937 -20 1862.1420332709251 1864.3030809565405 150 TCGA 1 100 100 0.5 0.0015 100 3937 -21 1862.1737960234645 1861.2802384726367 150 TCGA 1 100 100 0.5 0.0015 100 3937 -22 1859.878318421289 1859.7311410568468 150 TCGA 1 100 100 0.5 0.0015 100 3937 -23 1858.2679751294309 1860.0337312784627 150 TCGA 1 100 100 0.5 0.0015 100 3937 -24 1856.6731447274562 1860.3458712017116 150 TCGA 1 100 100 0.5 0.0015 100 3937 -25 1854.946409443258 1859.0197643490892 150 TCGA 1 100 100 0.5 0.0015 100 3937 -26 1853.2179649839286 1855.810498414926 150 TCGA 1 100 100 0.5 0.0015 100 3937 -27 1853.431403678607 1853.8833105959484 150 TCGA 1 100 100 0.5 0.0015 100 3937 -28 1851.5688149415698 1851.7775743954146 150 TCGA 1 100 100 0.5 0.0015 100 3937 -29 1850.8364992359943 1850.3669752571452 150 TCGA 1 100 100 0.5 0.0015 100 3937 -30 1849.0354779466265 1849.9348635266174 150 TCGA 1 100 100 0.5 0.0015 100 3937 -31 1848.7306805574572 1850.8584548720164 150 TCGA 1 100 100 0.5 0.0015 100 3937 -32 1847.6832277570695 1847.6347042831344 150 TCGA 1 100 100 0.5 0.0015 100 3937 -33 1846.486044824862 1848.8710593985552 150 TCGA 1 100 100 0.5 0.0015 100 3937 -34 1845.6341044914245 1851.0746168587077 150 TCGA 1 100 100 0.5 0.0015 100 3937 -35 1844.6684255564849 1846.792506845752 150 TCGA 1 100 100 0.5 0.0015 100 3937 -36 1844.0377493755188 1845.7135003631438 150 TCGA 1 100 100 0.5 0.0015 100 3937 -37 1843.3421036108941 1844.3593118178785 150 TCGA 1 100 100 0.5 0.0015 100 3937 -38 1842.2039060374432 1844.3537432033213 150 TCGA 1 100 100 0.5 0.0015 100 3937 -39 1841.3218098812995 1842.729618551743 150 TCGA 1 100 100 0.5 0.0015 100 3937 -40 1841.291369545791 1842.810087424427 150 TCGA 1 100 100 0.5 0.0015 100 3937 -41 1840.58422975554 1842.302785902167 150 TCGA 1 100 100 0.5 0.0015 100 3937 -42 1839.6339875851536 1840.5535796659076 150 TCGA 1 100 100 0.5 0.0015 100 3937 -43 1838.9047237191432 1839.9793075484847 150 TCGA 1 100 100 0.5 0.0015 100 3937 -44 1838.457400513036 1841.1292718475188 150 TCGA 1 100 100 0.5 0.0015 100 3937 -45 1837.5999662797624 1839.1456212949513 150 TCGA 1 100 100 0.5 0.0015 100 3937 -46 1836.9042561485612 1838.0324112015153 150 TCGA 1 100 100 0.5 0.0015 100 3937 -47 1836.3868620759981 1837.207686994543 150 TCGA 1 100 100 0.5 0.0015 100 3937 -48 1835.840317983422 1838.1248460319173 150 TCGA 1 100 100 0.5 0.0015 100 3937 -49 1835.0304220229177 1836.0651610101288 150 TCGA 1 100 100 0.5 0.0015 100 3937 -50 1834.547844463646 1836.31354955932 150 TCGA 1 100 100 0.5 0.0015 100 3937 -51 1834.0257485925465 1835.1643250431846 150 TCGA 1 100 100 0.5 0.0015 100 3937 -52 1833.1913006937202 1833.6441362083856 150 TCGA 1 100 100 0.5 0.0015 100 3937 -53 1832.5338079310086 1833.3123852907113 150 TCGA 1 100 100 0.5 0.0015 100 3937 -54 1832.38416527451 1833.6490092061872 150 TCGA 1 100 100 0.5 0.0015 100 3937 -55 1832.0855456596107 1833.5303347793656 150 TCGA 1 100 100 0.5 0.0015 100 3937 -56 1831.1800612730565 1832.3858802066975 150 TCGA 1 100 100 0.5 0.0015 100 3937 -57 1830.999845637396 1833.288089618012 150 TCGA 1 100 100 0.5 0.0015 100 3937 -58 1830.2980929780372 1832.116504765036 150 TCGA 1 100 100 0.5 0.0015 100 3937 -59 1829.9859550877172 1832.2959511915044 150 TCGA 1 100 100 0.5 0.0015 100 3937 -60 1829.6021165103703 1831.2158712262485 150 TCGA 1 100 100 0.5 0.0015 100 3937 -61 1829.1265072324923 1831.6789164327497 150 TCGA 1 100 100 0.5 0.0015 100 3937 -62 1828.7109106442588 1834.596390767313 150 TCGA 1 100 100 0.5 0.0015 100 3937 -63 1828.0336402018484 1829.335853461644 150 TCGA 1 100 100 0.5 0.0015 100 3937 -64 1828.0188174541008 1829.1943457521984 150 TCGA 1 100 100 0.5 0.0015 100 3937 -65 1827.5638179342614 1830.119178043538 150 TCGA 1 100 100 0.5 0.0015 100 3937 -66 1827.0414574843776 1829.489074400322 150 TCGA 1 100 100 0.5 0.0015 100 3937 -67 1826.5692865044055 1827.893347965413 150 TCGA 1 100 100 0.5 0.0015 100 3937 -68 1826.3116442678975 1827.206653384108 150 TCGA 1 100 100 0.5 0.0015 100 3937 -69 1825.8012834837 1827.3442517764604 150 TCGA 1 100 100 0.5 0.0015 100 3937 -70 1825.600302855369 1826.613245671718 150 TCGA 1 100 100 0.5 0.0015 100 3937 -71 1825.25889850203 1827.714608810655 150 TCGA 1 100 100 0.5 0.0015 100 3937 -72 1824.9689004384775 1826.8507270237908 150 TCGA 1 100 100 0.5 0.0015 100 3937 -73 1824.4463793310367 1828.2175759166928 150 TCGA 1 100 100 0.5 0.0015 100 3937 -74 1824.2129987564879 1827.8189433495604 150 TCGA 1 100 100 0.5 0.0015 100 3937 -75 1823.762005333869 1824.5701401293577 150 TCGA 1 100 100 0.5 0.0015 100 3937 -76 1823.5694026067754 1825.7356361887562 150 TCGA 1 100 100 0.5 0.0015 100 3937 -77 1823.294517022316 1827.6491331167556 150 TCGA 1 100 100 0.5 0.0015 100 3937 -78 1822.8497652364024 1824.555000956933 150 TCGA 1 100 100 0.5 0.0015 100 3937 -79 1822.3562779103502 1824.6942267489792 150 TCGA 1 100 100 0.5 0.0015 100 3937 -80 1822.4401532273325 1823.337646484375 150 TCGA 1 100 100 0.5 0.0015 100 3937 -81 1822.1733760329173 1826.4186557788944 150 TCGA 1 100 100 0.5 0.0015 100 3937 -82 1821.5675027436184 1823.0307623321687 150 TCGA 1 100 100 0.5 0.0015 100 3937 -83 1821.4356630727482 1823.920048239243 150 TCGA 1 100 100 0.5 0.0015 100 3937 -84 1821.2940008770422 1823.4342580824043 150 TCGA 1 100 100 0.5 0.0015 100 3937 -85 1820.8541647954396 1823.7734522220478 150 TCGA 1 100 100 0.5 0.0015 100 3937 -86 1820.765379837467 1822.1792249823336 150 TCGA 1 100 100 0.5 0.0015 100 3937 -87 1820.413205759615 1822.2342885079695 150 TCGA 1 100 100 0.5 0.0015 100 3937 -88 1820.079144005744 1821.9768735032585 150 TCGA 1 100 100 0.5 0.0015 100 3937 -89 1819.8659418214445 1822.415855522731 150 TCGA 1 100 100 0.5 0.0015 100 3937 -90 1819.6462146866759 1822.6279713999686 150 TCGA 1 100 100 0.5 0.0015 100 3937 -91 1819.5404413536014 1821.8988981774105 150 TCGA 1 100 100 0.5 0.0015 100 3937 -92 1819.5933098029261 1820.6471247840766 150 TCGA 1 100 100 0.5 0.0015 100 3937 -93 1818.9805648093484 1820.053726886385 150 TCGA 1 100 100 0.5 0.0015 100 3937 -94 1818.957157516948 1820.5844720428313 150 TCGA 1 100 100 0.5 0.0015 100 3937 -95 1818.5474731295433 1820.3023147966394 150 TCGA 1 100 100 0.5 0.0015 100 3937 -96 1818.3117982353638 1819.6839924721262 150 TCGA 1 100 100 0.5 0.0015 100 3937 -97 1818.1663530590092 1820.349662742423 150 TCGA 1 100 100 0.5 0.0015 100 3937 -98 1817.8893995143458 1819.6154171737594 150 TCGA 1 100 100 0.5 0.0015 100 3937 -99 1817.8242137767145 1819.7302307435616 150 TCGA 1 100 100 0.5 0.0015 100 3937 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index a8afc6ef4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2883.598785090412 3908.9397782368874 150 TCGA 1 100 100 0.0 0.0015 100 8054 -1 2026.0260760527342 3554.4736426271984 150 TCGA 1 100 100 0.0 0.0015 100 8054 -2 1975.9399098497322 2436.211294509658 150 TCGA 1 100 100 0.0 0.0015 100 8054 -3 1950.6397525494833 2193.038959445666 150 TCGA 1 100 100 0.0 0.0015 100 8054 -4 1932.8545627400258 1988.446538723893 150 TCGA 1 100 100 0.0 0.0015 100 8054 -5 1919.7390416585276 2037.162487240892 150 TCGA 1 100 100 0.0 0.0015 100 8054 -6 1912.0510965426702 1937.6149945283055 150 TCGA 1 100 100 0.0 0.0015 100 8054 -7 1904.053178700582 1903.1309507743797 150 TCGA 1 100 100 0.0 0.0015 100 8054 -8 1898.1513125767385 1893.7677664445273 150 TCGA 1 100 100 0.0 0.0015 100 8054 -9 1891.0579025723305 1886.6045731587626 150 TCGA 1 100 100 0.0 0.0015 100 8054 -10 1887.4101327597423 1882.174063064345 150 TCGA 1 100 100 0.0 0.0015 100 8054 -11 1884.5204282263078 1883.2064172179255 150 TCGA 1 100 100 0.0 0.0015 100 8054 -12 1881.6044442532038 1876.546841261974 150 TCGA 1 100 100 0.0 0.0015 100 8054 -13 1879.1894173582214 1871.8148622752435 150 TCGA 1 100 100 0.0 0.0015 100 8054 -14 1876.051669982917 1879.3466398152873 150 TCGA 1 100 100 0.0 0.0015 100 8054 -15 1873.077257781652 1867.4794449542635 150 TCGA 1 100 100 0.0 0.0015 100 8054 -16 1871.2099847275174 1873.8110124597597 150 TCGA 1 100 100 0.0 0.0015 100 8054 -17 1867.8213134247858 1863.6756168538002 150 TCGA 1 100 100 0.0 0.0015 100 8054 -18 1866.6606699971965 1863.3037195253612 150 TCGA 1 100 100 0.0 0.0015 100 8054 -19 1865.0535715765047 1861.0576128935695 150 TCGA 1 100 100 0.0 0.0015 100 8054 -20 1863.9440731572738 1860.7881558672268 150 TCGA 1 100 100 0.0 0.0015 100 8054 -21 1861.9624245259656 1859.813317687068 150 TCGA 1 100 100 0.0 0.0015 100 8054 -22 1860.089814169171 1857.7014558878377 150 TCGA 1 100 100 0.0 0.0015 100 8054 -23 1858.9878899955047 1855.1961154650205 150 TCGA 1 100 100 0.0 0.0015 100 8054 -24 1856.6575461199327 1855.2930558554492 150 TCGA 1 100 100 0.0 0.0015 100 8054 -25 1856.4429401747282 1852.769898687775 150 TCGA 1 100 100 0.0 0.0015 100 8054 -26 1854.697689362543 1850.91173518962 150 TCGA 1 100 100 0.0 0.0015 100 8054 -27 1853.2551523100678 1851.1106779012248 150 TCGA 1 100 100 0.0 0.0015 100 8054 -28 1852.1798796323224 1849.3331262023005 150 TCGA 1 100 100 0.0 0.0015 100 8054 -29 1851.259283543325 1848.1016937715924 150 TCGA 1 100 100 0.0 0.0015 100 8054 -30 1850.1676695080976 1847.1868614311793 150 TCGA 1 100 100 0.0 0.0015 100 8054 -31 1849.0210147742275 1848.080341895022 150 TCGA 1 100 100 0.0 0.0015 100 8054 -32 1848.3102813696858 1844.4633457816426 150 TCGA 1 100 100 0.0 0.0015 100 8054 -33 1846.876767451136 1846.8483310105214 150 TCGA 1 100 100 0.0 0.0015 100 8054 -34 1846.4109816791251 1842.874985891371 150 TCGA 1 100 100 0.0 0.0015 100 8054 -35 1845.7023767589897 1842.0454880604193 150 TCGA 1 100 100 0.0 0.0015 100 8054 -36 1844.8216418523796 1845.4963072196922 150 TCGA 1 100 100 0.0 0.0015 100 8054 -37 1843.497869294647 1847.146035352544 150 TCGA 1 100 100 0.0 0.0015 100 8054 -38 1842.7989574576718 1839.6924545824827 150 TCGA 1 100 100 0.0 0.0015 100 8054 -39 1842.340379556783 1842.2137395964196 150 TCGA 1 100 100 0.0 0.0015 100 8054 -40 1841.843467503763 1837.921121108472 150 TCGA 1 100 100 0.0 0.0015 100 8054 -41 1840.7940956828504 1837.387271440209 150 TCGA 1 100 100 0.0 0.0015 100 8054 -42 1840.025123266626 1836.848099751688 150 TCGA 1 100 100 0.0 0.0015 100 8054 -43 1839.6253180858853 1836.7824032270728 150 TCGA 1 100 100 0.0 0.0015 100 8054 -44 1838.379029573853 1834.7014601817682 150 TCGA 1 100 100 0.0 0.0015 100 8054 -45 1837.9193912050077 1835.1585368247488 150 TCGA 1 100 100 0.0 0.0015 100 8054 -46 1837.2100176193283 1834.4763116117697 150 TCGA 1 100 100 0.0 0.0015 100 8054 -47 1836.931285219036 1834.2866143461447 150 TCGA 1 100 100 0.0 0.0015 100 8054 -48 1836.1262184140512 1833.872419347715 150 TCGA 1 100 100 0.0 0.0015 100 8054 -49 1835.493187566383 1832.6843629769944 150 TCGA 1 100 100 0.0 0.0015 100 8054 -50 1834.9033085673711 1832.4335103250628 150 TCGA 1 100 100 0.0 0.0015 100 8054 -51 1834.5426199932506 1833.1131266684988 150 TCGA 1 100 100 0.0 0.0015 100 8054 -52 1833.397201945146 1831.1004841100032 150 TCGA 1 100 100 0.0 0.0015 100 8054 -53 1833.1664924881318 1830.7828154444096 150 TCGA 1 100 100 0.0 0.0015 100 8054 -54 1832.9600743011567 1830.4111855665044 150 TCGA 1 100 100 0.0 0.0015 100 8054 -55 1832.2107261966842 1829.947606072354 150 TCGA 1 100 100 0.0 0.0015 100 8054 -56 1831.7736293870646 1828.898612324317 150 TCGA 1 100 100 0.0 0.0015 100 8054 -57 1831.1969599518902 1829.156410102269 150 TCGA 1 100 100 0.0 0.0015 100 8054 -58 1830.5909084963444 1828.0258746123195 150 TCGA 1 100 100 0.0 0.0015 100 8054 -59 1830.4689959255575 1828.0470964441347 150 TCGA 1 100 100 0.0 0.0015 100 8054 -60 1829.7600119865717 1826.8262313766097 150 TCGA 1 100 100 0.0 0.0015 100 8054 -61 1829.5716902226898 1827.0030032977386 150 TCGA 1 100 100 0.0 0.0015 100 8054 -62 1828.8720843467026 1827.0615651499686 150 TCGA 1 100 100 0.0 0.0015 100 8054 -63 1828.4483871349255 1826.788107407153 150 TCGA 1 100 100 0.0 0.0015 100 8054 -64 1828.5308928091035 1825.9650339097832 150 TCGA 1 100 100 0.0 0.0015 100 8054 -65 1827.6443151777803 1824.5847732313914 150 TCGA 1 100 100 0.0 0.0015 100 8054 -66 1827.3723714210876 1827.2511342110945 150 TCGA 1 100 100 0.0 0.0015 100 8054 -67 1826.8697543284206 1825.0426184879475 150 TCGA 1 100 100 0.0 0.0015 100 8054 -68 1826.6791981423403 1824.7493510030622 150 TCGA 1 100 100 0.0 0.0015 100 8054 -69 1826.2481178090381 1825.208889908527 150 TCGA 1 100 100 0.0 0.0015 100 8054 -70 1825.6716842029707 1824.2559777648005 150 TCGA 1 100 100 0.0 0.0015 100 8054 -71 1825.6989720750432 1823.1854855331344 150 TCGA 1 100 100 0.0 0.0015 100 8054 -72 1825.0924205522424 1823.2816843004082 150 TCGA 1 100 100 0.0 0.0015 100 8054 -73 1824.791608876636 1823.2211282241285 150 TCGA 1 100 100 0.0 0.0015 100 8054 -74 1824.2464093288042 1823.614940547464 150 TCGA 1 100 100 0.0 0.0015 100 8054 -75 1824.0719153422012 1824.1176181198964 150 TCGA 1 100 100 0.0 0.0015 100 8054 -76 1823.622017200537 1822.7403938638506 150 TCGA 1 100 100 0.0 0.0015 100 8054 -77 1823.5594428056372 1821.7869554069173 150 TCGA 1 100 100 0.0 0.0015 100 8054 -78 1823.2420837286527 1823.2683307896907 150 TCGA 1 100 100 0.0 0.0015 100 8054 -79 1822.7995620729241 1823.549719422307 150 TCGA 1 100 100 0.0 0.0015 100 8054 -80 1822.550197726928 1820.2590006919363 150 TCGA 1 100 100 0.0 0.0015 100 8054 -81 1822.2559717167487 1820.8149641027403 150 TCGA 1 100 100 0.0 0.0015 100 8054 -82 1821.9590304017347 1820.779400542753 150 TCGA 1 100 100 0.0 0.0015 100 8054 -83 1821.6969499235668 1821.137062877866 150 TCGA 1 100 100 0.0 0.0015 100 8054 -84 1821.4687734221304 1820.1933176625314 150 TCGA 1 100 100 0.0 0.0015 100 8054 -85 1821.1623410619734 1819.6353134078597 150 TCGA 1 100 100 0.0 0.0015 100 8054 -86 1820.7845867883814 1818.7144333729193 150 TCGA 1 100 100 0.0 0.0015 100 8054 -87 1820.6306619287561 1818.616193148359 150 TCGA 1 100 100 0.0 0.0015 100 8054 -88 1820.4807374300415 1818.8516404041693 150 TCGA 1 100 100 0.0 0.0015 100 8054 -89 1820.0982327423453 1818.402630829931 150 TCGA 1 100 100 0.0 0.0015 100 8054 -90 1819.9868718209125 1818.7576051644944 150 TCGA 1 100 100 0.0 0.0015 100 8054 -91 1819.5462150654632 1817.3915733452418 150 TCGA 1 100 100 0.0 0.0015 100 8054 -92 1819.523015629142 1818.835743046286 150 TCGA 1 100 100 0.0 0.0015 100 8054 -93 1819.4965665255 1818.6702077280936 150 TCGA 1 100 100 0.0 0.0015 100 8054 -94 1818.909950805623 1816.6107441504396 150 TCGA 1 100 100 0.0 0.0015 100 8054 -95 1818.8094569624689 1816.4911238320508 150 TCGA 1 100 100 0.0 0.0015 100 8054 -96 1818.8254258549364 1817.139823261817 150 TCGA 1 100 100 0.0 0.0015 100 8054 -97 1818.3652150132505 1817.073190660333 150 TCGA 1 100 100 0.0 0.0015 100 8054 -98 1818.2181929102805 1815.966208606509 150 TCGA 1 100 100 0.0 0.0015 100 8054 -99 1817.8890476237452 1819.2102467905936 150 TCGA 1 100 100 0.0 0.0015 100 8054 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index 67d4dac48..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2871.726347817575 4099.054334170854 150 TCGA 1 100 100 1.0 0.0015 100 2344 -1 2029.4126580986997 3495.1394889486496 150 TCGA 1 100 100 1.0 0.0015 100 2344 -2 1975.529184056361 2156.2548030680746 150 TCGA 1 100 100 1.0 0.0015 100 2344 -3 1948.811555988675 2176.1541300251256 150 TCGA 1 100 100 1.0 0.0015 100 2344 -4 1934.4875687212666 2035.9683279679648 150 TCGA 1 100 100 1.0 0.0015 100 2344 -5 1920.8042059088407 1949.911264697511 150 TCGA 1 100 100 1.0 0.0015 100 2344 -6 1911.498621405282 1936.1396490509187 150 TCGA 1 100 100 1.0 0.0015 100 2344 -7 1905.5488407966586 1931.5598684339668 150 TCGA 1 100 100 1.0 0.0015 100 2344 -8 1896.8935266463454 1891.5245275449513 150 TCGA 1 100 100 1.0 0.0015 100 2344 -9 1892.8078423887641 1914.9612675192368 150 TCGA 1 100 100 1.0 0.0015 100 2344 -10 1888.283840495809 1895.6222193732333 150 TCGA 1 100 100 1.0 0.0015 100 2344 -11 1885.787732330094 1883.4923065032192 150 TCGA 1 100 100 1.0 0.0015 100 2344 -12 1880.80275514017 1885.3935460996388 150 TCGA 1 100 100 1.0 0.0015 100 2344 -13 1878.571223932899 1880.1618357902796 150 TCGA 1 100 100 1.0 0.0015 100 2344 -14 1876.2087186516787 1874.052116048995 150 TCGA 1 100 100 1.0 0.0015 100 2344 -15 1872.3307891685604 1870.6124979143765 150 TCGA 1 100 100 1.0 0.0015 100 2344 -16 1870.7797346739967 1866.1813228741364 150 TCGA 1 100 100 1.0 0.0015 100 2344 -17 1868.2764779759486 1866.4965182357098 150 TCGA 1 100 100 1.0 0.0015 100 2344 -18 1865.7293405091075 1865.2588957973462 150 TCGA 1 100 100 1.0 0.0015 100 2344 -19 1864.9381626459992 1862.7594791584877 150 TCGA 1 100 100 1.0 0.0015 100 2344 -20 1862.8508499576412 1864.5242373979272 150 TCGA 1 100 100 1.0 0.0015 100 2344 -21 1860.2105029574834 1858.4897718573336 150 TCGA 1 100 100 1.0 0.0015 100 2344 -22 1860.0867518788937 1861.2625376639055 150 TCGA 1 100 100 1.0 0.0015 100 2344 -23 1857.8561235068698 1858.4144839186165 150 TCGA 1 100 100 1.0 0.0015 100 2344 -24 1857.2177818307707 1862.030515737869 150 TCGA 1 100 100 1.0 0.0015 100 2344 -25 1855.7419055215296 1854.715636900322 150 TCGA 1 100 100 1.0 0.0015 100 2344 -26 1854.7712117027047 1852.727096787649 150 TCGA 1 100 100 1.0 0.0015 100 2344 -27 1853.152713789686 1853.3520888132066 150 TCGA 1 100 100 1.0 0.0015 100 2344 -28 1852.124143232364 1850.7905954332207 150 TCGA 1 100 100 1.0 0.0015 100 2344 -29 1851.1885030094782 1851.67341284057 150 TCGA 1 100 100 1.0 0.0015 100 2344 -30 1849.381527498426 1847.7221458856784 150 TCGA 1 100 100 1.0 0.0015 100 2344 -31 1848.7081517652684 1846.5294220124058 150 TCGA 1 100 100 1.0 0.0015 100 2344 -32 1847.5894492117739 1846.59491365519 150 TCGA 1 100 100 1.0 0.0015 100 2344 -33 1846.4088108196017 1846.9613307013583 150 TCGA 1 100 100 1.0 0.0015 100 2344 -34 1845.705990947694 1844.5845070076948 150 TCGA 1 100 100 1.0 0.0015 100 2344 -35 1845.2875585103623 1844.5438085201397 150 TCGA 1 100 100 1.0 0.0015 100 2344 -36 1843.8015722748903 1843.85881372193 150 TCGA 1 100 100 1.0 0.0015 100 2344 -37 1843.5146387906889 1842.5472019521435 150 TCGA 1 100 100 1.0 0.0015 100 2344 -38 1842.5308693052202 1844.0856835446766 150 TCGA 1 100 100 1.0 0.0015 100 2344 -39 1842.099802365725 1841.1923196303785 150 TCGA 1 100 100 1.0 0.0015 100 2344 -40 1840.916451107672 1844.6323358737045 150 TCGA 1 100 100 1.0 0.0015 100 2344 -41 1840.4688315210046 1840.3254277981705 150 TCGA 1 100 100 1.0 0.0015 100 2344 -42 1839.811220830114 1839.1541698973383 150 TCGA 1 100 100 1.0 0.0015 100 2344 -43 1838.6948488807955 1837.2285873949827 150 TCGA 1 100 100 1.0 0.0015 100 2344 -44 1837.919483353855 1837.7326206226444 150 TCGA 1 100 100 1.0 0.0015 100 2344 -45 1837.4055591084646 1837.4540966551508 150 TCGA 1 100 100 1.0 0.0015 100 2344 -46 1837.06788674938 1837.3407522230293 150 TCGA 1 100 100 1.0 0.0015 100 2344 -47 1836.255440787873 1837.4072572334328 150 TCGA 1 100 100 1.0 0.0015 100 2344 -48 1835.8537640712639 1835.3489701927606 150 TCGA 1 100 100 1.0 0.0015 100 2344 -49 1835.387477646104 1835.874287207522 150 TCGA 1 100 100 1.0 0.0015 100 2344 -50 1834.396756761161 1834.7379150390625 150 TCGA 1 100 100 1.0 0.0015 100 2344 -51 1834.2433783089107 1834.5195103937658 150 TCGA 1 100 100 1.0 0.0015 100 2344 -52 1833.64505487564 1834.6711082266802 150 TCGA 1 100 100 1.0 0.0015 100 2344 -53 1832.7847329620963 1834.6036591649654 150 TCGA 1 100 100 1.0 0.0015 100 2344 -54 1832.5658495009166 1832.3751650096185 150 TCGA 1 100 100 1.0 0.0015 100 2344 -55 1831.745496219976 1831.907620377277 150 TCGA 1 100 100 1.0 0.0015 100 2344 -56 1831.4236453942308 1832.0702382763427 150 TCGA 1 100 100 1.0 0.0015 100 2344 -57 1831.1818374444736 1831.7072134353407 150 TCGA 1 100 100 1.0 0.0015 100 2344 -58 1830.8005317954537 1831.1472536019944 150 TCGA 1 100 100 1.0 0.0015 100 2344 -59 1830.0388357863121 1830.9318571617855 150 TCGA 1 100 100 1.0 0.0015 100 2344 -60 1829.6746547122873 1830.5648174956816 150 TCGA 1 100 100 1.0 0.0015 100 2344 -61 1829.3262568432408 1829.485686489086 150 TCGA 1 100 100 1.0 0.0015 100 2344 -62 1828.9275971940751 1829.331985243601 150 TCGA 1 100 100 1.0 0.0015 100 2344 -63 1828.3564977568167 1829.259736794323 150 TCGA 1 100 100 1.0 0.0015 100 2344 -64 1827.8676700040637 1827.8843251904052 150 TCGA 1 100 100 1.0 0.0015 100 2344 -65 1827.7000437839872 1828.1855174309046 150 TCGA 1 100 100 1.0 0.0015 100 2344 -66 1827.073762216024 1826.6920883715452 150 TCGA 1 100 100 1.0 0.0015 100 2344 -67 1826.813889876582 1827.183134299427 150 TCGA 1 100 100 1.0 0.0015 100 2344 -68 1826.5104802793019 1829.66338712606 150 TCGA 1 100 100 1.0 0.0015 100 2344 -69 1825.904445651174 1826.9421264035018 150 TCGA 1 100 100 1.0 0.0015 100 2344 -70 1825.7245462210878 1826.5490268726444 150 TCGA 1 100 100 1.0 0.0015 100 2344 -71 1825.1194391175031 1828.05333675212 150 TCGA 1 100 100 1.0 0.0015 100 2344 -72 1825.0990585666082 1828.3184317584014 150 TCGA 1 100 100 1.0 0.0015 100 2344 -73 1824.653984402796 1824.192509176743 150 TCGA 1 100 100 1.0 0.0015 100 2344 -74 1824.2247736160477 1825.8246456893844 150 TCGA 1 100 100 1.0 0.0015 100 2344 -75 1824.2982664707583 1824.1751083297347 150 TCGA 1 100 100 1.0 0.0015 100 2344 -76 1823.453804745926 1824.6734171345006 150 TCGA 1 100 100 1.0 0.0015 100 2344 -77 1823.1159723969306 1824.781882434634 150 TCGA 1 100 100 1.0 0.0015 100 2344 -78 1823.0250241688045 1826.2883822187107 150 TCGA 1 100 100 1.0 0.0015 100 2344 -79 1822.6291703655193 1825.1334657908685 150 TCGA 1 100 100 1.0 0.0015 100 2344 -80 1822.3876850661695 1822.8099990921403 150 TCGA 1 100 100 1.0 0.0015 100 2344 -81 1822.0561120805762 1823.4260940935144 150 TCGA 1 100 100 1.0 0.0015 100 2344 -82 1821.5302063322104 1822.3931676203283 150 TCGA 1 100 100 1.0 0.0015 100 2344 -83 1821.6798226234835 1821.7791392264055 150 TCGA 1 100 100 1.0 0.0015 100 2344 -84 1821.176022910795 1821.805498439463 150 TCGA 1 100 100 1.0 0.0015 100 2344 -85 1821.2088549878265 1823.7049272240106 150 TCGA 1 100 100 1.0 0.0015 100 2344 -86 1820.71791574159 1820.878298352112 150 TCGA 1 100 100 1.0 0.0015 100 2344 -87 1820.3971103276908 1820.664887548092 150 TCGA 1 100 100 1.0 0.0015 100 2344 -88 1820.080721790762 1820.5451402520414 150 TCGA 1 100 100 1.0 0.0015 100 2344 -89 1820.0406210731483 1822.7300896572708 150 TCGA 1 100 100 1.0 0.0015 100 2344 -90 1819.8270032993184 1821.5806154797424 150 TCGA 1 100 100 1.0 0.0015 100 2344 -91 1819.795195528327 1822.0182436842415 150 TCGA 1 100 100 1.0 0.0015 100 2344 -92 1819.18859592135 1819.9181411206423 150 TCGA 1 100 100 1.0 0.0015 100 2344 -93 1819.544567490944 1820.220114856509 150 TCGA 1 100 100 1.0 0.0015 100 2344 -94 1818.6027587182102 1819.8015216463175 150 TCGA 1 100 100 1.0 0.0015 100 2344 -95 1818.765988404097 1818.7897869474325 150 TCGA 1 100 100 1.0 0.0015 100 2344 -96 1818.3162392021118 1819.1656340785962 150 TCGA 1 100 100 1.0 0.0015 100 2344 -97 1818.0433643373851 1819.632627247566 150 TCGA 1 100 100 1.0 0.0015 100 2344 -98 1817.8109254850874 1819.1121010325062 150 TCGA 1 100 100 1.0 0.0015 100 2344 -99 1817.5452413370547 1817.9974205745525 150 TCGA 1 100 100 1.0 0.0015 100 2344 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 9013d1761..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2878.5203692417804 4475.572093867776 150 TCGA 1 50 100 0.5 0.0015 100 3987 -1 2026.1643785284439 2930.745752689227 150 TCGA 1 50 100 0.5 0.0015 100 3987 -2 1974.3559809847727 2488.2126881968434 150 TCGA 1 50 100 0.5 0.0015 100 3987 -3 1949.746305802715 2297.1636674583856 150 TCGA 1 50 100 0.5 0.0015 100 3987 -4 1933.3911614471785 1981.9873378121074 150 TCGA 1 50 100 0.5 0.0015 100 3987 -5 1921.5537408180887 1970.1760671030936 150 TCGA 1 50 100 0.5 0.0015 100 3987 -6 1910.9544772839943 1921.2461072452104 150 TCGA 1 50 100 0.5 0.0015 100 3987 -7 1903.1662540156894 1913.437036868915 150 TCGA 1 50 100 0.5 0.0015 100 3987 -8 1896.641156501144 1904.4242158055904 150 TCGA 1 50 100 0.5 0.0015 100 3987 -9 1892.8184641137534 1906.7456404336133 150 TCGA 1 50 100 0.5 0.0015 100 3987 -10 1887.8604713709894 1896.7112098578832 150 TCGA 1 50 100 0.5 0.0015 100 3987 -11 1884.1811685716484 1891.9168142960898 150 TCGA 1 50 100 0.5 0.0015 100 3987 -12 1880.179663750859 1878.4438544038553 150 TCGA 1 50 100 0.5 0.0015 100 3987 -13 1878.0582348831745 1876.53936368856 150 TCGA 1 50 100 0.5 0.0015 100 3987 -14 1875.9188874861347 1879.6990181620995 150 TCGA 1 50 100 0.5 0.0015 100 3987 -15 1872.4855421687732 1878.291769516528 150 TCGA 1 50 100 0.5 0.0015 100 3987 -16 1870.9068243804022 1874.7951862584407 150 TCGA 1 50 100 0.5 0.0015 100 3987 -17 1868.6500796379687 1868.6858112584407 150 TCGA 1 50 100 0.5 0.0015 100 3987 -18 1867.2218394049019 1868.0160715687814 150 TCGA 1 50 100 0.5 0.0015 100 3987 -19 1865.1681147193333 1866.644643505614 150 TCGA 1 50 100 0.5 0.0015 100 3987 -20 1863.2692791793693 1862.759079209524 150 TCGA 1 50 100 0.5 0.0015 100 3987 -21 1861.8355407135762 1861.697386468475 150 TCGA 1 50 100 0.5 0.0015 100 3987 -22 1859.1725664910548 1861.1531964019316 150 TCGA 1 50 100 0.5 0.0015 100 3987 -23 1857.9727852011595 1860.0196606813363 150 TCGA 1 50 100 0.5 0.0015 100 3987 -24 1856.7831016972284 1857.7813150223776 150 TCGA 1 50 100 0.5 0.0015 100 3987 -25 1855.751125992695 1856.670214475699 150 TCGA 1 50 100 0.5 0.0015 100 3987 -26 1854.260861423721 1855.5742923602386 150 TCGA 1 50 100 0.5 0.0015 100 3987 -27 1853.095585660086 1853.0547476150282 150 TCGA 1 50 100 0.5 0.0015 100 3987 -28 1851.793582589675 1852.8442652716708 150 TCGA 1 50 100 0.5 0.0015 100 3987 -29 1850.8315245607812 1850.0266070341945 150 TCGA 1 50 100 0.5 0.0015 100 3987 -30 1850.133062717571 1851.025591826319 150 TCGA 1 50 100 0.5 0.0015 100 3987 -31 1848.6753047956315 1852.4959035902168 150 TCGA 1 50 100 0.5 0.0015 100 3987 -32 1847.1593015670564 1851.6305158605528 150 TCGA 1 50 100 0.5 0.0015 100 3987 -33 1846.282523256445 1849.3483806974325 150 TCGA 1 50 100 0.5 0.0015 100 3987 -34 1845.943580202498 1846.7360674220713 150 TCGA 1 50 100 0.5 0.0015 100 3987 -35 1844.489862223371 1849.31910774576 150 TCGA 1 50 100 0.5 0.0015 100 3987 -36 1843.9133467692884 1844.5622233481863 150 TCGA 1 50 100 0.5 0.0015 100 3987 -37 1843.0712615527377 1845.7538817132538 150 TCGA 1 50 100 0.5 0.0015 100 3987 -38 1842.265964995592 1843.700512449945 150 TCGA 1 50 100 0.5 0.0015 100 3987 -39 1841.8247534258714 1842.8870831206816 150 TCGA 1 50 100 0.5 0.0015 100 3987 -40 1840.8412160497649 1842.993248100856 150 TCGA 1 50 100 0.5 0.0015 100 3987 -41 1840.2067818772061 1840.2816548563128 150 TCGA 1 50 100 0.5 0.0015 100 3987 -42 1839.6541549932986 1841.8655091865578 150 TCGA 1 50 100 0.5 0.0015 100 3987 -43 1839.1476889047283 1842.053096292007 150 TCGA 1 50 100 0.5 0.0015 100 3987 -44 1838.1365430499577 1841.3541646219378 150 TCGA 1 50 100 0.5 0.0015 100 3987 -45 1837.706822385638 1838.9282232696687 150 TCGA 1 50 100 0.5 0.0015 100 3987 -46 1836.716657895517 1838.446511733472 150 TCGA 1 50 100 0.5 0.0015 100 3987 -47 1836.1583643275746 1840.2735724521042 150 TCGA 1 50 100 0.5 0.0015 100 3987 -48 1835.352192771955 1837.4983333415123 150 TCGA 1 50 100 0.5 0.0015 100 3987 -49 1835.2935194766392 1835.9221774153973 150 TCGA 1 50 100 0.5 0.0015 100 3987 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index 388762572..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2877.6869527750987 4572.524190778109 150 TCGA 1 50 100 0.0 0.0015 100 1209 -1 2030.0999697678749 3537.3012045088726 150 TCGA 1 50 100 0.0 0.0015 100 1209 -2 1980.4923469040168 2541.377832767352 150 TCGA 1 50 100 0.0 0.0015 100 1209 -3 1951.4583060461198 2152.894295697236 150 TCGA 1 50 100 0.0 0.0015 100 1209 -4 1936.3099990778303 1981.910878243758 150 TCGA 1 50 100 0.0 0.0015 100 1209 -5 1922.611651197796 1930.171591600581 150 TCGA 1 50 100 0.0 0.0015 100 1209 -6 1913.0908177645429 1945.228684928549 150 TCGA 1 50 100 0.0 0.0015 100 1209 -7 1904.957378998467 1906.0053367423052 150 TCGA 1 50 100 0.0 0.0015 100 1209 -8 1899.2736694186058 1895.7673634284704 150 TCGA 1 50 100 0.0 0.0015 100 1209 -9 1894.0138310065079 1899.953340309948 150 TCGA 1 50 100 0.0 0.0015 100 1209 -10 1889.37018972934 1886.4350990793812 150 TCGA 1 50 100 0.0 0.0015 100 1209 -11 1884.8025155504415 1885.3432193928627 150 TCGA 1 50 100 0.0 0.0015 100 1209 -12 1880.4813176693826 1883.8748619808025 150 TCGA 1 50 100 0.0 0.0015 100 1209 -13 1879.3524303587437 1877.282823418852 150 TCGA 1 50 100 0.0 0.0015 100 1209 -14 1876.5662147308224 1879.3477905886857 150 TCGA 1 50 100 0.0 0.0015 100 1209 -15 1873.1179791107843 1867.707336119072 150 TCGA 1 50 100 0.0 0.0015 100 1209 -16 1870.5803702816738 1864.754782825259 150 TCGA 1 50 100 0.0 0.0015 100 1209 -17 1869.1072611084394 1864.2186874312972 150 TCGA 1 50 100 0.0 0.0015 100 1209 -18 1866.061427582533 1867.912499509265 150 TCGA 1 50 100 0.0 0.0015 100 1209 -19 1865.2269020459523 1867.5552653403738 150 TCGA 1 50 100 0.0 0.0015 100 1209 -20 1863.2953394810952 1862.30674551959 150 TCGA 1 50 100 0.0 0.0015 100 1209 -21 1861.6187901650705 1856.0626226837312 150 TCGA 1 50 100 0.0 0.0015 100 1209 -22 1859.9708122375196 1858.995113506988 150 TCGA 1 50 100 0.0 0.0015 100 1209 -23 1858.9683078681137 1856.2669573453204 150 TCGA 1 50 100 0.0 0.0015 100 1209 -24 1857.4578721439989 1854.4485212929883 150 TCGA 1 50 100 0.0 0.0015 100 1209 -25 1855.8963149971617 1857.3079705166458 150 TCGA 1 50 100 0.0 0.0015 100 1209 -26 1854.8006998516244 1853.6827460054178 150 TCGA 1 50 100 0.0 0.0015 100 1209 -27 1853.8242744371712 1850.8048985160176 150 TCGA 1 50 100 0.0 0.0015 100 1209 -28 1852.4298692224866 1850.3219153629475 150 TCGA 1 50 100 0.0 0.0015 100 1209 -29 1850.6774619752134 1848.6230027088568 150 TCGA 1 50 100 0.0 0.0015 100 1209 -30 1850.165529918958 1848.6655531073336 150 TCGA 1 50 100 0.0 0.0015 100 1209 -31 1849.5325739294547 1847.2878884166928 150 TCGA 1 50 100 0.0 0.0015 100 1209 -32 1848.06455031526 1844.8127116294363 150 TCGA 1 50 100 0.0 0.0015 100 1209 -33 1846.5964819959984 1849.989098937068 150 TCGA 1 50 100 0.0 0.0015 100 1209 -34 1846.2837740036643 1847.5404261296717 150 TCGA 1 50 100 0.0 0.0015 100 1209 -35 1845.8278584046507 1848.790358040201 150 TCGA 1 50 100 0.0 0.0015 100 1209 -36 1844.6255305746142 1843.7285088773947 150 TCGA 1 50 100 0.0 0.0015 100 1209 -37 1843.9219959939028 1841.505549598579 150 TCGA 1 50 100 0.0 0.0015 100 1209 -38 1842.854923051148 1844.0869502542007 150 TCGA 1 50 100 0.0 0.0015 100 1209 -39 1842.3116231893425 1839.825712424427 150 TCGA 1 50 100 0.0 0.0015 100 1209 -40 1841.0657347883414 1840.5590985935537 150 TCGA 1 50 100 0.0 0.0015 100 1209 -41 1840.4873826931412 1839.8049721262562 150 TCGA 1 50 100 0.0 0.0015 100 1209 -42 1839.955856001341 1837.967490038081 150 TCGA 1 50 100 0.0 0.0015 100 1209 -43 1838.989502171132 1837.4225043675408 150 TCGA 1 50 100 0.0 0.0015 100 1209 -44 1838.4513906450566 1836.8223680659155 150 TCGA 1 50 100 0.0 0.0015 100 1209 -45 1837.6444896242824 1838.262232181415 150 TCGA 1 50 100 0.0 0.0015 100 1209 -46 1837.164261281537 1835.0997105890783 150 TCGA 1 50 100 0.0 0.0015 100 1209 -47 1836.9484600446522 1835.1942365636778 150 TCGA 1 50 100 0.0 0.0015 100 1209 -48 1835.9120315464895 1834.748478108315 150 TCGA 1 50 100 0.0 0.0015 100 1209 -49 1835.1828949012079 1835.0393679824906 150 TCGA 1 50 100 0.0 0.0015 100 1209 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index a92e95898..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2875.9056348386575 4568.13994042478 150 TCGA 1 50 100 1.0 0.0015 100 3422 -1 2022.6392756182242 2976.688827437971 150 TCGA 1 50 100 1.0 0.0015 100 3422 -2 1974.2445691178214 2338.8653705539414 150 TCGA 1 50 100 1.0 0.0015 100 3422 -3 1949.5575778236052 2010.960632630928 150 TCGA 1 50 100 1.0 0.0015 100 3422 -4 1931.7615320133516 2105.274182190248 150 TCGA 1 50 100 1.0 0.0015 100 3422 -5 1921.3394270159329 1935.5920520571608 150 TCGA 1 50 100 1.0 0.0015 100 3422 -6 1911.3794036057927 1963.0129124627042 150 TCGA 1 50 100 1.0 0.0015 100 3422 -7 1902.4930946136349 1930.0351629976053 150 TCGA 1 50 100 1.0 0.0015 100 3422 -8 1898.3613020595342 1908.3253989674938 150 TCGA 1 50 100 1.0 0.0015 100 3422 -9 1893.4457635974256 1899.7360275498586 150 TCGA 1 50 100 1.0 0.0015 100 3422 -10 1888.675012679834 1886.7598061106312 150 TCGA 1 50 100 1.0 0.0015 100 3422 -11 1884.670638518616 1884.3258142519237 150 TCGA 1 50 100 1.0 0.0015 100 3422 -12 1881.0089344731903 1883.6075832041065 150 TCGA 1 50 100 1.0 0.0015 100 3422 -13 1878.6149178287894 1881.496717596773 150 TCGA 1 50 100 1.0 0.0015 100 3422 -14 1875.3500564120445 1876.0432386542086 150 TCGA 1 50 100 1.0 0.0015 100 3422 -15 1873.5675219691136 1875.188847067368 150 TCGA 1 50 100 1.0 0.0015 100 3422 -16 1871.0272268846054 1868.2392179402873 150 TCGA 1 50 100 1.0 0.0015 100 3422 -17 1868.3595042645445 1869.5113991588803 150 TCGA 1 50 100 1.0 0.0015 100 3422 -18 1866.9362179823972 1879.340355341159 150 TCGA 1 50 100 1.0 0.0015 100 3422 -19 1864.9357628790924 1867.7301350502512 150 TCGA 1 50 100 1.0 0.0015 100 3422 -20 1863.706212238457 1861.2451325229663 150 TCGA 1 50 100 1.0 0.0015 100 3422 -21 1860.6436753543921 1860.1314114517902 150 TCGA 1 50 100 1.0 0.0015 100 3422 -22 1860.2686774799608 1858.73895662394 150 TCGA 1 50 100 1.0 0.0015 100 3422 -23 1858.7165446272386 1856.6715946676743 150 TCGA 1 50 100 1.0 0.0015 100 3422 -24 1857.135164373487 1856.5552990784 150 TCGA 1 50 100 1.0 0.0015 100 3422 -25 1855.7206767325238 1854.659124479821 150 TCGA 1 50 100 1.0 0.0015 100 3422 -26 1854.3672324366994 1854.8886473382538 150 TCGA 1 50 100 1.0 0.0015 100 3422 -27 1853.4361843548124 1850.7520469780543 150 TCGA 1 50 100 1.0 0.0015 100 3422 -28 1852.07598989363 1852.983632150008 150 TCGA 1 50 100 1.0 0.0015 100 3422 -29 1851.2990132810974 1850.1363672611103 150 TCGA 1 50 100 1.0 0.0015 100 3422 -30 1849.758845485445 1850.032160926704 150 TCGA 1 50 100 1.0 0.0015 100 3422 -31 1849.3876619437985 1847.4735960073806 150 TCGA 1 50 100 1.0 0.0015 100 3422 -32 1848.1812838701176 1848.5515014035018 150 TCGA 1 50 100 1.0 0.0015 100 3422 -33 1846.8751341288264 1847.494341826319 150 TCGA 1 50 100 1.0 0.0015 100 3422 -34 1845.7117249686505 1844.351802960113 150 TCGA 1 50 100 1.0 0.0015 100 3422 -35 1844.57778568568 1843.424371613929 150 TCGA 1 50 100 1.0 0.0015 100 3422 -36 1844.4132146842778 1843.8707968553706 150 TCGA 1 50 100 1.0 0.0015 100 3422 -37 1843.185207220044 1842.389938584524 150 TCGA 1 50 100 1.0 0.0015 100 3422 -38 1842.881097656686 1844.0472927381045 150 TCGA 1 50 100 1.0 0.0015 100 3422 -39 1842.2722750320033 1841.5724214333386 150 TCGA 1 50 100 1.0 0.0015 100 3422 -40 1841.7303564491276 1841.2862640840924 150 TCGA 1 50 100 1.0 0.0015 100 3422 -41 1840.4381850462219 1840.2486198080244 150 TCGA 1 50 100 1.0 0.0015 100 3422 -42 1839.6619002381292 1844.7711819596027 150 TCGA 1 50 100 1.0 0.0015 100 3422 -43 1839.2776541511373 1838.7514464411904 150 TCGA 1 50 100 1.0 0.0015 100 3422 -44 1838.601192242307 1838.1024599314935 150 TCGA 1 50 100 1.0 0.0015 100 3422 -45 1837.813760571161 1839.6473223048838 150 TCGA 1 50 100 1.0 0.0015 100 3422 -46 1837.312913436711 1838.4124737456816 150 TCGA 1 50 100 1.0 0.0015 100 3422 -47 1836.4524439869083 1835.873463999686 150 TCGA 1 50 100 1.0 0.0015 100 3422 -48 1835.9532423559103 1835.7816560831502 150 TCGA 1 50 100 1.0 0.0015 100 3422 -49 1835.2100399105473 1834.0471817093278 150 TCGA 1 50 100 1.0 0.0015 100 3422 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index a7843be9a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2344.160861666254 2655.838969014997 50 TCGA 1 100 100 0.5 0.0015 100 6691 -1 1953.3527928499361 1958.3957685154287 50 TCGA 1 100 100 0.5 0.0015 100 6691 -2 1920.5434323555792 1926.685087424427 50 TCGA 1 100 100 0.5 0.0015 100 6691 -3 1900.781043342959 1921.3554270375314 50 TCGA 1 100 100 0.5 0.0015 100 6691 -4 1890.1692574849444 1876.8688584524184 50 TCGA 1 100 100 0.5 0.0015 100 6691 -5 1880.9400608196017 1873.978196647299 50 TCGA 1 100 100 0.5 0.0015 100 6691 -6 1873.9738623602793 1865.118641915633 50 TCGA 1 100 100 0.5 0.0015 100 6691 -7 1868.2413979330317 1860.655781348147 50 TCGA 1 100 100 0.5 0.0015 100 6691 -8 1864.0993027072332 1861.0217653207444 50 TCGA 1 100 100 0.5 0.0015 100 6691 -9 1860.413234659172 1855.7007026097283 50 TCGA 1 100 100 0.5 0.0015 100 6691 -10 1856.7489512090451 1852.0348078282036 50 TCGA 1 100 100 0.5 0.0015 100 6691 -11 1854.4475379975356 1850.199100973618 50 TCGA 1 100 100 0.5 0.0015 100 6691 -12 1851.6963740579915 1853.047309913827 50 TCGA 1 100 100 0.5 0.0015 100 6691 -13 1849.6331073681363 1845.2761721203674 50 TCGA 1 100 100 0.5 0.0015 100 6691 -14 1847.6183290529468 1843.2378316141253 50 TCGA 1 100 100 0.5 0.0015 100 6691 -15 1845.4187863444972 1842.2757145100502 50 TCGA 1 100 100 0.5 0.0015 100 6691 -16 1843.902625810223 1843.658561361495 50 TCGA 1 100 100 0.5 0.0015 100 6691 -17 1842.4411166957852 1840.8716010472283 50 TCGA 1 100 100 0.5 0.0015 100 6691 -18 1840.760799877611 1837.127738914298 50 TCGA 1 100 100 0.5 0.0015 100 6691 -19 1839.2954252396116 1837.3386708935302 50 TCGA 1 100 100 0.5 0.0015 100 6691 -20 1837.7858214712073 1835.059359909901 50 TCGA 1 100 100 0.5 0.0015 100 6691 -21 1836.7556792466899 1833.1769154610945 50 TCGA 1 100 100 0.5 0.0015 100 6691 -22 1835.8462303205051 1832.666737618758 50 TCGA 1 100 100 0.5 0.0015 100 6691 -23 1834.5614949058297 1831.3973051291614 50 TCGA 1 100 100 0.5 0.0015 100 6691 -24 1833.5715926781684 1829.2090248606312 50 TCGA 1 100 100 0.5 0.0015 100 6691 -25 1832.4461633678206 1830.2565556051743 50 TCGA 1 100 100 0.5 0.0015 100 6691 -26 1831.9225730585165 1828.6338185065954 50 TCGA 1 100 100 0.5 0.0015 100 6691 -27 1830.8632295005807 1826.4893295824827 50 TCGA 1 100 100 0.5 0.0015 100 6691 -28 1829.9212147929543 1826.8055045736494 50 TCGA 1 100 100 0.5 0.0015 100 6691 -29 1829.387896737372 1826.4436305060458 50 TCGA 1 100 100 0.5 0.0015 100 6691 -30 1828.2481614376954 1826.5187448472832 50 TCGA 1 100 100 0.5 0.0015 100 6691 -31 1827.6701323062878 1825.2235389594457 50 TCGA 1 100 100 0.5 0.0015 100 6691 -32 1827.1970192361775 1824.9693959298445 50 TCGA 1 100 100 0.5 0.0015 100 6691 -33 1826.8668252540654 1827.5840972440326 50 TCGA 1 100 100 0.5 0.0015 100 6691 -34 1826.1341765291231 1823.7123176919756 50 TCGA 1 100 100 0.5 0.0015 100 6691 -35 1825.1777901030475 1822.980498807514 50 TCGA 1 100 100 0.5 0.0015 100 6691 -36 1824.6806999246567 1823.6320469535176 50 TCGA 1 100 100 0.5 0.0015 100 6691 -37 1824.1158947319254 1821.9927641135364 50 TCGA 1 100 100 0.5 0.0015 100 6691 -38 1823.8245778075818 1822.121699807632 50 TCGA 1 100 100 0.5 0.0015 100 6691 -39 1823.5576696999437 1820.5066979183025 50 TCGA 1 100 100 0.5 0.0015 100 6691 -40 1823.1056948505432 1822.3985914680827 50 TCGA 1 100 100 0.5 0.0015 100 6691 -41 1822.7839166756412 1824.265288233158 50 TCGA 1 100 100 0.5 0.0015 100 6691 -42 1822.6615558823964 1821.4318590020414 50 TCGA 1 100 100 0.5 0.0015 100 6691 -43 1821.7392824881708 1819.307682823296 50 TCGA 1 100 100 0.5 0.0015 100 6691 -44 1821.4960233064778 1822.0623141341473 50 TCGA 1 100 100 0.5 0.0015 100 6691 -45 1821.2170505398071 1819.8385347145886 50 TCGA 1 100 100 0.5 0.0015 100 6691 -46 1820.8390101456112 1818.7638006929178 50 TCGA 1 100 100 0.5 0.0015 100 6691 -47 1820.8219735092025 1820.243459730292 50 TCGA 1 100 100 0.5 0.0015 100 6691 -48 1820.7092125602353 1819.421992776382 50 TCGA 1 100 100 0.5 0.0015 100 6691 -49 1820.385320125886 1819.027487903384 50 TCGA 1 100 100 0.5 0.0015 100 6691 -50 1819.5795836986767 1819.1170918066896 50 TCGA 1 100 100 0.5 0.0015 100 6691 -51 1819.8738749202093 1818.6378566416065 50 TCGA 1 100 100 0.5 0.0015 100 6691 -52 1819.8494152261126 1818.0230197618955 50 TCGA 1 100 100 0.5 0.0015 100 6691 -53 1819.398600787267 1816.8577377856077 50 TCGA 1 100 100 0.5 0.0015 100 6691 -54 1819.2311545864973 1818.0009366902873 50 TCGA 1 100 100 0.5 0.0015 100 6691 -55 1819.0678941071174 1819.0307003768844 50 TCGA 1 100 100 0.5 0.0015 100 6691 -56 1819.0900166023255 1818.0165512621702 50 TCGA 1 100 100 0.5 0.0015 100 6691 -57 1818.838725755438 1817.32875927489 50 TCGA 1 100 100 0.5 0.0015 100 6691 -58 1818.840725234183 1816.140075990303 50 TCGA 1 100 100 0.5 0.0015 100 6691 -59 1818.2703507929352 1817.0593359865734 50 TCGA 1 100 100 0.5 0.0015 100 6691 -60 1818.462387778155 1816.6980796315563 50 TCGA 1 100 100 0.5 0.0015 100 6691 -61 1818.3542100864006 1817.231304839628 50 TCGA 1 100 100 0.5 0.0015 100 6691 -62 1818.1211143516646 1816.2172238143844 50 TCGA 1 100 100 0.5 0.0015 100 6691 -63 1817.9459432488454 1816.4581801831423 50 TCGA 1 100 100 0.5 0.0015 100 6691 -64 1817.841277841133 1816.458955544323 50 TCGA 1 100 100 0.5 0.0015 100 6691 -65 1817.7713419346555 1816.006548857569 50 TCGA 1 100 100 0.5 0.0015 100 6691 -66 1817.8124439449418 1816.348709489832 50 TCGA 1 100 100 0.5 0.0015 100 6691 -67 1817.6529493599096 1816.4413749656485 50 TCGA 1 100 100 0.5 0.0015 100 6691 -68 1817.5845867420549 1815.6890194380103 50 TCGA 1 100 100 0.5 0.0015 100 6691 -69 1816.9846370035762 1816.1447686430197 50 TCGA 1 100 100 0.5 0.0015 100 6691 -70 1817.1609017931733 1815.675783090256 50 TCGA 1 100 100 0.5 0.0015 100 6691 -71 1817.1153151193546 1816.2311054785646 50 TCGA 1 100 100 0.5 0.0015 100 6691 -72 1817.46478283066 1817.7141064207758 50 TCGA 1 100 100 0.5 0.0015 100 6691 -73 1817.1107746868984 1817.7647772554178 50 TCGA 1 100 100 0.5 0.0015 100 6691 -74 1817.0676427722603 1814.5905203507773 50 TCGA 1 100 100 0.5 0.0015 100 6691 -75 1817.4613190940588 1814.6236283958856 50 TCGA 1 100 100 0.5 0.0015 100 6691 -76 1816.9343785889407 1815.2373838185065 50 TCGA 1 100 100 0.5 0.0015 100 6691 -77 1816.9016007275332 1817.455732029287 50 TCGA 1 100 100 0.5 0.0015 100 6691 -78 1816.8735896171318 1816.3411503317368 50 TCGA 1 100 100 0.5 0.0015 100 6691 -79 1816.7270445680497 1814.4407756556218 50 TCGA 1 100 100 0.5 0.0015 100 6691 -80 1816.626229014643 1818.209994675526 50 TCGA 1 100 100 0.5 0.0015 100 6691 -81 1816.8926105126698 1814.8062535578283 50 TCGA 1 100 100 0.5 0.0015 100 6691 -82 1816.5643514655958 1815.436619744229 50 TCGA 1 100 100 0.5 0.0015 100 6691 -83 1816.6604424114805 1815.3493486720713 50 TCGA 1 100 100 0.5 0.0015 100 6691 -84 1816.2765158955467 1814.3605926360317 50 TCGA 1 100 100 0.5 0.0015 100 6691 -85 1816.4006836128256 1814.3988307013583 50 TCGA 1 100 100 0.5 0.0015 100 6691 -86 1816.2254737592566 1814.3015541575062 50 TCGA 1 100 100 0.5 0.0015 100 6691 -87 1816.47393663255 1813.892906303981 50 TCGA 1 100 100 0.5 0.0015 100 6691 -88 1816.3360233947706 1815.8609944252512 50 TCGA 1 100 100 0.5 0.0015 100 6691 -89 1816.3514787989252 1814.3300382527873 50 TCGA 1 100 100 0.5 0.0015 100 6691 -90 1816.3090735153503 1814.8044286373272 50 TCGA 1 100 100 0.5 0.0015 100 6691 -91 1816.1174101669324 1814.9865096969222 50 TCGA 1 100 100 0.5 0.0015 100 6691 -92 1816.2588582933581 1814.402552312343 50 TCGA 1 100 100 0.5 0.0015 100 6691 -93 1816.1649116510152 1814.1498477494897 50 TCGA 1 100 100 0.5 0.0015 100 6691 -94 1816.1028397214482 1814.1420193006045 50 TCGA 1 100 100 0.5 0.0015 100 6691 -95 1816.245270800705 1814.6062729418577 50 TCGA 1 100 100 0.5 0.0015 100 6691 -96 1816.218041790531 1815.5044448315798 50 TCGA 1 100 100 0.5 0.0015 100 6691 -97 1816.15630766286 1814.5483404571687 50 TCGA 1 100 100 0.5 0.0015 100 6691 -98 1816.0903625522344 1815.3874646670854 50 TCGA 1 100 100 0.5 0.0015 100 6691 -99 1816.1926904204222 1815.467361833582 50 TCGA 1 100 100 0.5 0.0015 100 6691 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index 4f7ece7c6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2350.0131042936923 2552.969430894708 50 TCGA 1 100 100 0.0 0.0015 100 1963 -1 1957.3350201264093 1975.3664127522377 50 TCGA 1 100 100 0.0 0.0015 100 1963 -2 1921.108592259377 1920.868242580088 50 TCGA 1 100 100 0.0 0.0015 100 1963 -3 1901.8397824355222 1905.1355968072785 50 TCGA 1 100 100 0.0 0.0015 100 1963 -4 1887.8221208002035 1882.4307910401617 50 TCGA 1 100 100 0.0 0.0015 100 1963 -5 1882.1917942752661 1875.605010526264 50 TCGA 1 100 100 0.0 0.0015 100 1963 -6 1873.10842959888 1870.056311219182 50 TCGA 1 100 100 0.0 0.0015 100 1963 -7 1868.5754476011377 1866.0249814747565 50 TCGA 1 100 100 0.0 0.0015 100 1963 -8 1864.0692192083598 1858.743969481195 50 TCGA 1 100 100 0.0 0.0015 100 1963 -9 1859.8692138344863 1856.9919126884422 50 TCGA 1 100 100 0.0 0.0015 100 1963 -10 1856.915476248352 1853.503402019865 50 TCGA 1 100 100 0.0 0.0015 100 1963 -11 1854.037022785332 1851.0511523682867 50 TCGA 1 100 100 0.0 0.0015 100 1963 -12 1852.5541465973026 1849.7155289386385 50 TCGA 1 100 100 0.0 0.0015 100 1963 -13 1849.2886962890625 1846.298149070548 50 TCGA 1 100 100 0.0 0.0015 100 1963 -14 1847.4993321082065 1845.705060335859 50 TCGA 1 100 100 0.0 0.0015 100 1963 -15 1844.918336527863 1843.6072906034076 50 TCGA 1 100 100 0.0 0.0015 100 1963 -16 1844.0115204453534 1842.3242304049545 50 TCGA 1 100 100 0.0 0.0015 100 1963 -17 1842.5683257610408 1841.477218244543 50 TCGA 1 100 100 0.0 0.0015 100 1963 -18 1840.677844305046 1839.7637516194252 50 TCGA 1 100 100 0.0 0.0015 100 1963 -19 1839.3991113188597 1841.2969737604035 50 TCGA 1 100 100 0.0 0.0015 100 1963 -20 1838.0761141303874 1837.5254016665358 50 TCGA 1 100 100 0.0 0.0015 100 1963 -21 1836.7249279922773 1836.1449545088724 50 TCGA 1 100 100 0.0 0.0015 100 1963 -22 1835.8573710793614 1835.6101564953674 50 TCGA 1 100 100 0.0 0.0015 100 1963 -23 1834.725622767063 1832.8264614086056 50 TCGA 1 100 100 0.0 0.0015 100 1963 -24 1833.3398640382795 1832.32395866049 50 TCGA 1 100 100 0.0 0.0015 100 1963 -25 1832.2974466825651 1830.7458581972362 50 TCGA 1 100 100 0.0 0.0015 100 1963 -26 1831.8375626742966 1834.4746964804492 50 TCGA 1 100 100 0.0 0.0015 100 1963 -27 1831.2124044148168 1831.0766840795775 50 TCGA 1 100 100 0.0 0.0015 100 1963 -28 1829.7178942678975 1828.1863265301115 50 TCGA 1 100 100 0.0 0.0015 100 1963 -29 1829.2424766454517 1829.0981629338096 50 TCGA 1 100 100 0.0 0.0015 100 1963 -30 1828.6332859703973 1826.454390482687 50 TCGA 1 100 100 0.0 0.0015 100 1963 -31 1827.7124934706894 1826.2309441494583 50 TCGA 1 100 100 0.0 0.0015 100 1963 -32 1827.1151056145968 1826.6654807239322 50 TCGA 1 100 100 0.0 0.0015 100 1963 -33 1826.22482359416 1825.067284665515 50 TCGA 1 100 100 0.0 0.0015 100 1963 -34 1825.774888173293 1824.564912575573 50 TCGA 1 100 100 0.0 0.0015 100 1963 -35 1825.1832257132537 1823.933472906525 50 TCGA 1 100 100 0.0 0.0015 100 1963 -36 1824.7003183502186 1823.652105130143 50 TCGA 1 100 100 0.0 0.0015 100 1963 -37 1824.214412232331 1824.1555077634266 50 TCGA 1 100 100 0.0 0.0015 100 1963 -38 1823.5966727521513 1822.7885791260992 50 TCGA 1 100 100 0.0 0.0015 100 1963 -39 1823.0866072857295 1823.1354949797817 50 TCGA 1 100 100 0.0 0.0015 100 1963 -40 1822.918930706029 1822.1669934143374 50 TCGA 1 100 100 0.0 0.0015 100 1963 -41 1822.2338654358134 1821.0636182622095 50 TCGA 1 100 100 0.0 0.0015 100 1963 -42 1822.1545359742124 1821.7631811400754 50 TCGA 1 100 100 0.0 0.0015 100 1963 -43 1821.9107392825563 1821.955889064463 50 TCGA 1 100 100 0.0 0.0015 100 1963 -44 1821.5868001674512 1820.8842626217022 50 TCGA 1 100 100 0.0 0.0015 100 1963 -45 1820.9649051734814 1820.2337572874137 50 TCGA 1 100 100 0.0 0.0015 100 1963 -46 1820.8056132941124 1820.4233226680276 50 TCGA 1 100 100 0.0 0.0015 100 1963 -47 1820.7312136119012 1820.5453696706188 50 TCGA 1 100 100 0.0 0.0015 100 1963 -48 1820.4386102008107 1819.4110647230293 50 TCGA 1 100 100 0.0 0.0015 100 1963 -49 1819.9267617230012 1820.43738590413 50 TCGA 1 100 100 0.0 0.0015 100 1963 -50 1819.6847143878972 1819.4630905994818 50 TCGA 1 100 100 0.0 0.0015 100 1963 -51 1819.752388049029 1820.631926723461 50 TCGA 1 100 100 0.0 0.0015 100 1963 -52 1819.6045335952106 1818.5006661726602 50 TCGA 1 100 100 0.0 0.0015 100 1963 -53 1819.140261691281 1821.2185107667242 50 TCGA 1 100 100 0.0 0.0015 100 1963 -54 1819.2448198395336 1818.4735647230293 50 TCGA 1 100 100 0.0 0.0015 100 1963 -55 1818.767335442297 1818.7292044941505 50 TCGA 1 100 100 0.0 0.0015 100 1963 -56 1818.9895876162632 1819.4461271199748 50 TCGA 1 100 100 0.0 0.0015 100 1963 -57 1818.5587608932665 1818.6639005574748 50 TCGA 1 100 100 0.0 0.0015 100 1963 -58 1818.8760687522238 1819.3475556493404 50 TCGA 1 100 100 0.0 0.0015 100 1963 -59 1818.469756143329 1818.7927454656092 50 TCGA 1 100 100 0.0 0.0015 100 1963 -60 1818.1987583327739 1818.5832200553548 50 TCGA 1 100 100 0.0 0.0015 100 1963 -61 1818.06923456423 1817.1090431405073 50 TCGA 1 100 100 0.0 0.0015 100 1963 -62 1818.2692806509167 1817.7928074208935 50 TCGA 1 100 100 0.0 0.0015 100 1963 -63 1817.8463781565238 1817.0007765880182 50 TCGA 1 100 100 0.0 0.0015 100 1963 -64 1817.6102660356162 1818.9542543037453 50 TCGA 1 100 100 0.0 0.0015 100 1963 -65 1818.12985305454 1817.4148255928078 50 TCGA 1 100 100 0.0 0.0015 100 1963 -66 1817.3159549754437 1816.517925933378 50 TCGA 1 100 100 0.0 0.0015 100 1963 -67 1817.4736799565208 1817.8478083778266 50 TCGA 1 100 100 0.0 0.0015 100 1963 -68 1817.357157241714 1816.4334428490106 50 TCGA 1 100 100 0.0 0.0015 100 1963 -69 1817.5187283709774 1817.037310576319 50 TCGA 1 100 100 0.0 0.0015 100 1963 -70 1817.2490727479656 1818.32361637288 50 TCGA 1 100 100 0.0 0.0015 100 1963 -71 1817.3555030316058 1818.7265453242776 50 TCGA 1 100 100 0.0 0.0015 100 1963 -72 1817.2626152766684 1816.5647101474167 50 TCGA 1 100 100 0.0 0.0015 100 1963 -73 1817.0365489334224 1817.1288553362515 50 TCGA 1 100 100 0.0 0.0015 100 1963 -74 1816.7268752038365 1817.725988953557 50 TCGA 1 100 100 0.0 0.0015 100 1963 -75 1816.97607096227 1817.875254568742 50 TCGA 1 100 100 0.0 0.0015 100 1963 -76 1817.0839111927644 1816.8456331952732 50 TCGA 1 100 100 0.0 0.0015 100 1963 -77 1816.845956231164 1817.4562215373744 50 TCGA 1 100 100 0.0 0.0015 100 1963 -78 1816.6384837621822 1817.4560418057083 50 TCGA 1 100 100 0.0 0.0015 100 1963 -79 1816.7248667459266 1816.5106011012092 50 TCGA 1 100 100 0.0 0.0015 100 1963 -80 1816.6403623287772 1817.2179047090924 50 TCGA 1 100 100 0.0 0.0015 100 1963 -81 1816.2637692287653 1816.478261056258 50 TCGA 1 100 100 0.0 0.0015 100 1963 -82 1816.3612320656516 1817.0233724776224 50 TCGA 1 100 100 0.0 0.0015 100 1963 -83 1816.8497610806435 1815.9304800369032 50 TCGA 1 100 100 0.0 0.0015 100 1963 -84 1815.9657830332976 1815.5333129269393 50 TCGA 1 100 100 0.0 0.0015 100 1963 -85 1816.6823210385724 1817.6730024634894 50 TCGA 1 100 100 0.0 0.0015 100 1963 -86 1816.2714301730016 1816.4964237692368 50 TCGA 1 100 100 0.0 0.0015 100 1963 -87 1816.1333782146228 1817.2686405661118 50 TCGA 1 100 100 0.0 0.0015 100 1963 -88 1816.7262132663602 1815.1701022200848 50 TCGA 1 100 100 0.0 0.0015 100 1963 -89 1816.0124474385045 1815.2490792585977 50 TCGA 1 100 100 0.0 0.0015 100 1963 -90 1816.366922594205 1817.2132016282585 50 TCGA 1 100 100 0.0 0.0015 100 1963 -91 1816.2656857285838 1816.3869819066033 50 TCGA 1 100 100 0.0 0.0015 100 1963 -92 1816.0185543332386 1818.6067311655936 50 TCGA 1 100 100 0.0 0.0015 100 1963 -93 1816.3940951678087 1818.861845236927 50 TCGA 1 100 100 0.0 0.0015 100 1963 -94 1816.3047178574793 1815.3973351866755 50 TCGA 1 100 100 0.0 0.0015 100 1963 -95 1816.1791191829184 1816.619309928549 50 TCGA 1 100 100 0.0 0.0015 100 1963 -96 1816.0612882351634 1816.3329047581658 50 TCGA 1 100 100 0.0 0.0015 100 1963 -97 1815.6043855956868 1815.203388770022 50 TCGA 1 100 100 0.0 0.0015 100 1963 -98 1815.9644419357892 1817.451646047621 50 TCGA 1 100 100 0.0 0.0015 100 1963 -99 1815.7630614825612 1815.9849706295147 50 TCGA 1 100 100 0.0 0.0015 100 1963 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index b4b3e0f48..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2347.324981583856 2499.361268009972 50 TCGA 1 100 100 1.0 0.0015 100 6437 -1 1958.831323353916 1963.260088283213 50 TCGA 1 100 100 1.0 0.0015 100 6437 -2 1923.9219339845276 1913.5474644953283 50 TCGA 1 100 100 1.0 0.0015 100 6437 -3 1903.9482984605652 1893.3889976003063 50 TCGA 1 100 100 1.0 0.0015 100 6437 -4 1889.7923765747737 1881.5016936489087 50 TCGA 1 100 100 1.0 0.0015 100 6437 -5 1880.2664295413263 1872.3443302940484 50 TCGA 1 100 100 1.0 0.0015 100 6437 -6 1874.3402102606972 1868.4825727759894 50 TCGA 1 100 100 1.0 0.0015 100 6437 -7 1868.483635819907 1868.3270711467494 50 TCGA 1 100 100 1.0 0.0015 100 6437 -8 1864.9635044510496 1859.903072491363 50 TCGA 1 100 100 1.0 0.0015 100 6437 -9 1860.7158537084522 1856.7305037148633 50 TCGA 1 100 100 1.0 0.0015 100 6437 -10 1857.12204566408 1851.0965668184674 50 TCGA 1 100 100 1.0 0.0015 100 6437 -11 1854.4517835073539 1850.6300870809123 50 TCGA 1 100 100 1.0 0.0015 100 6437 -12 1851.9969276268976 1847.241271665947 50 TCGA 1 100 100 1.0 0.0015 100 6437 -13 1849.681723522174 1849.5042884098225 50 TCGA 1 100 100 1.0 0.0015 100 6437 -14 1847.8166497638547 1845.5515167389683 50 TCGA 1 100 100 1.0 0.0015 100 6437 -15 1846.2876589298514 1842.94004630084 50 TCGA 1 100 100 1.0 0.0015 100 6437 -16 1843.7055592937706 1840.058298082208 50 TCGA 1 100 100 1.0 0.0015 100 6437 -17 1842.641636470876 1837.883917266999 50 TCGA 1 100 100 1.0 0.0015 100 6437 -18 1840.7648282660505 1838.2774247212626 50 TCGA 1 100 100 1.0 0.0015 100 6437 -19 1839.907150423544 1835.795803971027 50 TCGA 1 100 100 1.0 0.0015 100 6437 -20 1838.0199691716257 1836.8074687401854 50 TCGA 1 100 100 1.0 0.0015 100 6437 -21 1837.1920594671951 1836.189766581933 50 TCGA 1 100 100 1.0 0.0015 100 6437 -22 1835.7797870910624 1832.3197487682553 50 TCGA 1 100 100 1.0 0.0015 100 6437 -23 1834.741289774293 1833.2359784763662 50 TCGA 1 100 100 1.0 0.0015 100 6437 -24 1833.6516226236145 1832.2333996643374 50 TCGA 1 100 100 1.0 0.0015 100 6437 -25 1832.5653185992917 1832.6286823521907 50 TCGA 1 100 100 1.0 0.0015 100 6437 -26 1831.6310911982278 1829.192672959524 50 TCGA 1 100 100 1.0 0.0015 100 6437 -27 1830.9094659034822 1828.9777641871467 50 TCGA 1 100 100 1.0 0.0015 100 6437 -28 1830.2595280382113 1827.3278624568154 50 TCGA 1 100 100 1.0 0.0015 100 6437 -29 1829.3608991961644 1827.868949851798 50 TCGA 1 100 100 1.0 0.0015 100 6437 -30 1828.7860467951004 1828.945118046286 50 TCGA 1 100 100 1.0 0.0015 100 6437 -31 1828.0673508880952 1825.2807451564463 50 TCGA 1 100 100 1.0 0.0015 100 6437 -32 1827.105654328486 1824.2602213950613 50 TCGA 1 100 100 1.0 0.0015 100 6437 -33 1826.6372975177937 1825.540926679295 50 TCGA 1 100 100 1.0 0.0015 100 6437 -34 1825.909437875953 1824.7693613330323 50 TCGA 1 100 100 1.0 0.0015 100 6437 -35 1825.4363344526541 1823.988755422621 50 TCGA 1 100 100 1.0 0.0015 100 6437 -36 1824.784609719996 1822.558125098147 50 TCGA 1 100 100 1.0 0.0015 100 6437 -37 1824.518131726607 1822.185320523516 50 TCGA 1 100 100 1.0 0.0015 100 6437 -38 1823.9927232659068 1823.2699729114322 50 TCGA 1 100 100 1.0 0.0015 100 6437 -39 1823.4463488509286 1821.333868438874 50 TCGA 1 100 100 1.0 0.0015 100 6437 -40 1823.1188090090534 1822.880588857373 50 TCGA 1 100 100 1.0 0.0015 100 6437 -41 1822.7382472954048 1819.5131989292163 50 TCGA 1 100 100 1.0 0.0015 100 6437 -42 1822.079352120707 1821.2279334906957 50 TCGA 1 100 100 1.0 0.0015 100 6437 -43 1821.875567772064 1820.775534778384 50 TCGA 1 100 100 1.0 0.0015 100 6437 -44 1821.340324714389 1820.6151368414337 50 TCGA 1 100 100 1.0 0.0015 100 6437 -45 1821.4171082353682 1820.1776607647614 50 TCGA 1 100 100 1.0 0.0015 100 6437 -46 1821.031481155581 1820.3751527412453 50 TCGA 1 100 100 1.0 0.0015 100 6437 -47 1820.6838578110176 1819.9238894668656 50 TCGA 1 100 100 1.0 0.0015 100 6437 -48 1820.7031707814767 1818.4612963499137 50 TCGA 1 100 100 1.0 0.0015 100 6437 -49 1820.348375618704 1817.615692598736 50 TCGA 1 100 100 1.0 0.0015 100 6437 -50 1819.9617215214143 1819.0363107039102 50 TCGA 1 100 100 1.0 0.0015 100 6437 -51 1819.662196332555 1818.8512073305983 50 TCGA 1 100 100 1.0 0.0015 100 6437 -52 1819.474187844778 1818.3881958621232 50 TCGA 1 100 100 1.0 0.0015 100 6437 -53 1819.4371575382036 1819.38081827595 50 TCGA 1 100 100 1.0 0.0015 100 6437 -54 1819.225950336254 1819.7473242678234 50 TCGA 1 100 100 1.0 0.0015 100 6437 -55 1819.5193357658195 1818.4514313510913 50 TCGA 1 100 100 1.0 0.0015 100 6437 -56 1818.7017755637225 1817.7390001766646 50 TCGA 1 100 100 1.0 0.0015 100 6437 -57 1818.7675376301938 1817.9252169048366 50 TCGA 1 100 100 1.0 0.0015 100 6437 -58 1818.3281734929392 1816.6609107549466 50 TCGA 1 100 100 1.0 0.0015 100 6437 -59 1818.402528020444 1818.0463075877435 50 TCGA 1 100 100 1.0 0.0015 100 6437 -60 1818.394655445881 1816.0668172404994 50 TCGA 1 100 100 1.0 0.0015 100 6437 -61 1818.1175767515556 1817.1637938226288 50 TCGA 1 100 100 1.0 0.0015 100 6437 -62 1818.1087971042343 1816.6100374921482 50 TCGA 1 100 100 1.0 0.0015 100 6437 -63 1817.7832132078252 1818.423619562657 50 TCGA 1 100 100 1.0 0.0015 100 6437 -64 1817.8775875254632 1815.0353145120132 50 TCGA 1 100 100 1.0 0.0015 100 6437 -65 1817.9361639575295 1817.307634976641 50 TCGA 1 100 100 1.0 0.0015 100 6437 -66 1817.7649904087807 1817.748310645022 50 TCGA 1 100 100 1.0 0.0015 100 6437 -67 1817.5539044596173 1815.8322330647377 50 TCGA 1 100 100 1.0 0.0015 100 6437 -68 1817.496580355321 1816.212567966787 50 TCGA 1 100 100 1.0 0.0015 100 6437 -69 1817.7008718564475 1815.834278202536 50 TCGA 1 100 100 1.0 0.0015 100 6437 -70 1817.4643364476365 1816.0635231823178 50 TCGA 1 100 100 1.0 0.0015 100 6437 -71 1817.7420957735412 1816.341112913199 50 TCGA 1 100 100 1.0 0.0015 100 6437 -72 1817.5361640692581 1816.003802582247 50 TCGA 1 100 100 1.0 0.0015 100 6437 -73 1817.1002006236963 1816.9525968465373 50 TCGA 1 100 100 1.0 0.0015 100 6437 -74 1817.3020124992152 1815.7015239773084 50 TCGA 1 100 100 1.0 0.0015 100 6437 -75 1817.1279083364363 1814.8574819900282 50 TCGA 1 100 100 1.0 0.0015 100 6437 -76 1816.9486043108056 1815.0052343013897 50 TCGA 1 100 100 1.0 0.0015 100 6437 -77 1817.0347896984265 1814.049983192329 50 TCGA 1 100 100 1.0 0.0015 100 6437 -78 1816.9211454122164 1817.512604526539 50 TCGA 1 100 100 1.0 0.0015 100 6437 -79 1816.8364818771845 1815.566884103133 50 TCGA 1 100 100 1.0 0.0015 100 6437 -80 1816.8129572697496 1815.6467757488615 50 TCGA 1 100 100 1.0 0.0015 100 6437 -81 1816.9112317195654 1815.618343794166 50 TCGA 1 100 100 1.0 0.0015 100 6437 -82 1816.7062855841978 1814.1044259382852 50 TCGA 1 100 100 1.0 0.0015 100 6437 -83 1816.91808562902 1815.1719173258873 50 TCGA 1 100 100 1.0 0.0015 100 6437 -84 1816.6657565236424 1817.3972977681376 50 TCGA 1 100 100 1.0 0.0015 100 6437 -85 1816.5225118966437 1813.691627080716 50 TCGA 1 100 100 1.0 0.0015 100 6437 -86 1816.4131942461186 1813.9726016557397 50 TCGA 1 100 100 1.0 0.0015 100 6437 -87 1816.7332530949368 1814.105983408252 50 TCGA 1 100 100 1.0 0.0015 100 6437 -88 1816.167519873521 1815.0440207629947 50 TCGA 1 100 100 1.0 0.0015 100 6437 -89 1816.4204532262643 1814.0949357382617 50 TCGA 1 100 100 1.0 0.0015 100 6437 -90 1816.0980748235015 1815.686079935812 50 TCGA 1 100 100 1.0 0.0015 100 6437 -91 1816.9405032103716 1814.5505144128847 50 TCGA 1 100 100 1.0 0.0015 100 6437 -92 1816.427939574119 1815.7128630211605 50 TCGA 1 100 100 1.0 0.0015 100 6437 -93 1815.9805202541613 1815.0331558917635 50 TCGA 1 100 100 1.0 0.0015 100 6437 -94 1816.28101872179 1814.917295216316 50 TCGA 1 100 100 1.0 0.0015 100 6437 -95 1816.361905107861 1814.9042533222755 50 TCGA 1 100 100 1.0 0.0015 100 6437 -96 1816.158231425038 1814.4979143765704 50 TCGA 1 100 100 1.0 0.0015 100 6437 -97 1816.0840417108495 1815.0068390045933 50 TCGA 1 100 100 1.0 0.0015 100 6437 -98 1816.1703421244306 1814.1710358432788 50 TCGA 1 100 100 1.0 0.0015 100 6437 -99 1816.0150892613442 1813.723859163984 50 TCGA 1 100 100 1.0 0.0015 100 6437 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 081e73473..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2349.2093790358554 2294.0879912256596 50 TCGA 1 50 100 0.5 0.0015 100 9735 -1 1953.8836602339695 1960.1747212625628 50 TCGA 1 50 100 0.5 0.0015 100 9735 -2 1918.600942651506 1925.16123770709 50 TCGA 1 50 100 0.5 0.0015 100 9735 -3 1901.4045691249066 1893.3773144285883 50 TCGA 1 50 100 0.5 0.0015 100 9735 -4 1887.9365951618136 1893.790575803824 50 TCGA 1 50 100 0.5 0.0015 100 9735 -5 1879.574665119398 1877.5592862996623 50 TCGA 1 50 100 0.5 0.0015 100 9735 -6 1872.9097572017533 1870.6715707443468 50 TCGA 1 50 100 0.5 0.0015 100 9735 -7 1867.9429717584972 1864.3891932808574 50 TCGA 1 50 100 0.5 0.0015 100 9735 -8 1863.2295892415057 1860.8937068153266 50 TCGA 1 50 100 0.5 0.0015 100 9735 -9 1859.5687733294776 1856.761962890625 50 TCGA 1 50 100 0.5 0.0015 100 9735 -10 1857.3445566532694 1856.3899993129712 50 TCGA 1 50 100 0.5 0.0015 100 9735 -11 1854.244023378093 1850.3418490155857 50 TCGA 1 50 100 0.5 0.0015 100 9735 -12 1851.473751149442 1849.0216334357333 50 TCGA 1 50 100 0.5 0.0015 100 9735 -13 1849.422530628898 1855.1204582482726 50 TCGA 1 50 100 0.5 0.0015 100 9735 -14 1847.1350485436258 1844.1720884696922 50 TCGA 1 50 100 0.5 0.0015 100 9735 -15 1845.6288505628288 1842.2911002767744 50 TCGA 1 50 100 0.5 0.0015 100 9735 -16 1843.5083705707511 1842.8817138671875 50 TCGA 1 50 100 0.5 0.0015 100 9735 -17 1842.0716164545604 1841.2015736642195 50 TCGA 1 50 100 0.5 0.0015 100 9735 -18 1840.4301265389117 1843.1449459210114 50 TCGA 1 50 100 0.5 0.0015 100 9735 -19 1839.4922828235747 1837.7677038758245 50 TCGA 1 50 100 0.5 0.0015 100 9735 -20 1837.5549558802818 1839.394586457679 50 TCGA 1 50 100 0.5 0.0015 100 9735 -21 1837.028571238594 1837.352749465099 50 TCGA 1 50 100 0.5 0.0015 100 9735 -22 1835.670789188726 1834.5912779228172 50 TCGA 1 50 100 0.5 0.0015 100 9735 -23 1834.3715969374807 1832.9650572196922 50 TCGA 1 50 100 0.5 0.0015 100 9735 -24 1833.3948839990032 1833.607569708896 50 TCGA 1 50 100 0.5 0.0015 100 9735 -25 1832.5981265592952 1830.451116667321 50 TCGA 1 50 100 0.5 0.0015 100 9735 -26 1831.5012902473682 1836.671357888073 50 TCGA 1 50 100 0.5 0.0015 100 9735 -27 1830.605864119378 1829.3300143294598 50 TCGA 1 50 100 0.5 0.0015 100 9735 -28 1829.7769405051179 1832.7586246663002 50 TCGA 1 50 100 0.5 0.0015 100 9735 -29 1829.1146487536103 1830.1689048268688 50 TCGA 1 50 100 0.5 0.0015 100 9735 -30 1828.5245555490637 1834.0657768824592 50 TCGA 1 50 100 0.5 0.0015 100 9735 -31 1827.5242223253153 1827.1211925104035 50 TCGA 1 50 100 0.5 0.0015 100 9735 -32 1826.9341383724422 1826.236371064306 50 TCGA 1 50 100 0.5 0.0015 100 9735 -33 1826.5241826071592 1826.0649567417163 50 TCGA 1 50 100 0.5 0.0015 100 9735 -34 1825.611306923816 1824.9754356499293 50 TCGA 1 50 100 0.5 0.0015 100 9735 -35 1825.3742210472492 1825.21164477171 50 TCGA 1 50 100 0.5 0.0015 100 9735 -36 1824.548486725988 1824.8698350149184 50 TCGA 1 50 100 0.5 0.0015 100 9735 -37 1824.0261730658633 1824.8019148476758 50 TCGA 1 50 100 0.5 0.0015 100 9735 -38 1824.0157763105058 1823.470945425369 50 TCGA 1 50 100 0.5 0.0015 100 9735 -39 1823.5419424137694 1822.9835333896042 50 TCGA 1 50 100 0.5 0.0015 100 9735 -40 1822.9958090191908 1823.1736023869346 50 TCGA 1 50 100 0.5 0.0015 100 9735 -41 1822.5879716554887 1823.5245011679492 50 TCGA 1 50 100 0.5 0.0015 100 9735 -42 1822.0624725174885 1822.923947741638 50 TCGA 1 50 100 0.5 0.0015 100 9735 -43 1822.0225771352482 1821.708023761385 50 TCGA 1 50 100 0.5 0.0015 100 9735 -44 1821.4857606118194 1819.877838901539 50 TCGA 1 50 100 0.5 0.0015 100 9735 -45 1820.932040177388 1820.846818933535 50 TCGA 1 50 100 0.5 0.0015 100 9735 -46 1820.9945924309484 1821.1771387454853 50 TCGA 1 50 100 0.5 0.0015 100 9735 -47 1820.7958296290305 1819.6138253523477 50 TCGA 1 50 100 0.5 0.0015 100 9735 -48 1820.269881914311 1820.1106263740578 50 TCGA 1 50 100 0.5 0.0015 100 9735 -49 1819.9053085502576 1819.4350825170775 50 TCGA 1 50 100 0.5 0.0015 100 9735 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index c4b8bb09a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2346.4813650041597 2322.7228991637876 50 TCGA 1 50 100 0.0 0.0015 100 4017 -1 1954.2831193149216 1987.0832740361966 50 TCGA 1 50 100 0.0 0.0015 100 4017 -2 1920.566469771799 1908.2117490528815 50 TCGA 1 50 100 0.0 0.0015 100 4017 -3 1903.1910816239038 1900.880545918067 50 TCGA 1 50 100 0.0 0.0015 100 4017 -4 1889.0225102888419 1885.1117151921717 50 TCGA 1 50 100 0.0 0.0015 100 4017 -5 1879.4512391029184 1875.0448513318545 50 TCGA 1 50 100 0.0 0.0015 100 4017 -6 1873.7236572837894 1871.3961727583228 50 TCGA 1 50 100 0.0 0.0015 100 4017 -7 1867.9097753917151 1874.4925126118876 50 TCGA 1 50 100 0.0 0.0015 100 4017 -8 1863.7670911109158 1858.392694061126 50 TCGA 1 50 100 0.0 0.0015 100 4017 -9 1861.2049018254384 1855.931711781564 50 TCGA 1 50 100 0.0 0.0015 100 4017 -10 1856.3967326986349 1854.0450034596813 50 TCGA 1 50 100 0.0 0.0015 100 4017 -11 1853.7405352110788 1851.125734262131 50 TCGA 1 50 100 0.0 0.0015 100 4017 -12 1851.5224677638453 1849.6271629141802 50 TCGA 1 50 100 0.0 0.0015 100 4017 -13 1849.899436258341 1846.3942435566505 50 TCGA 1 50 100 0.0 0.0015 100 4017 -14 1847.5888449644083 1844.9703516361103 50 TCGA 1 50 100 0.0 0.0015 100 4017 -15 1846.0220475689164 1842.0304850669363 50 TCGA 1 50 100 0.0 0.0015 100 4017 -16 1843.4389298263704 1841.8724966384657 50 TCGA 1 50 100 0.0 0.0015 100 4017 -17 1842.4405126255504 1841.020552592062 50 TCGA 1 50 100 0.0 0.0015 100 4017 -18 1840.9216483408138 1839.4998331501256 50 TCGA 1 50 100 0.0 0.0015 100 4017 -19 1839.2675389109852 1840.13413135011 50 TCGA 1 50 100 0.0 0.0015 100 4017 -20 1837.807301649572 1835.8033036275126 50 TCGA 1 50 100 0.0 0.0015 100 4017 -21 1836.5381430825933 1834.7348872045775 50 TCGA 1 50 100 0.0 0.0015 100 4017 -22 1835.4511272789366 1834.4455535735317 50 TCGA 1 50 100 0.0 0.0015 100 4017 -23 1834.329853918393 1832.8236568585114 50 TCGA 1 50 100 0.0 0.0015 100 4017 -24 1833.5578690264983 1833.403117270925 50 TCGA 1 50 100 0.0 0.0015 100 4017 -25 1832.3659882978186 1832.0424313952576 50 TCGA 1 50 100 0.0 0.0015 100 4017 -26 1831.378026073859 1830.0478834602702 50 TCGA 1 50 100 0.0 0.0015 100 4017 -27 1830.3856240140633 1829.9002973853644 50 TCGA 1 50 100 0.0 0.0015 100 4017 -28 1829.803633463251 1829.2972399841 50 TCGA 1 50 100 0.0 0.0015 100 4017 -29 1829.1330371698718 1827.7817781534627 50 TCGA 1 50 100 0.0 0.0015 100 4017 -30 1828.4495293827697 1826.727590589667 50 TCGA 1 50 100 0.0 0.0015 100 4017 -31 1827.5573154521421 1826.1077169293735 50 TCGA 1 50 100 0.0 0.0015 100 4017 -32 1827.029987289645 1828.784593131674 50 TCGA 1 50 100 0.0 0.0015 100 4017 -33 1826.5689756808795 1825.0904258843043 50 TCGA 1 50 100 0.0 0.0015 100 4017 -34 1825.6922682498046 1825.3474746780778 50 TCGA 1 50 100 0.0 0.0015 100 4017 -35 1825.2937117043398 1825.4752442633087 50 TCGA 1 50 100 0.0 0.0015 100 4017 -36 1824.7363179059205 1826.2084077614636 50 TCGA 1 50 100 0.0 0.0015 100 4017 -37 1823.9857148848444 1822.6996689992934 50 TCGA 1 50 100 0.0 0.0015 100 4017 -38 1823.901907150042 1824.821048602387 50 TCGA 1 50 100 0.0 0.0015 100 4017 -39 1823.2282851098146 1821.8097874627042 50 TCGA 1 50 100 0.0 0.0015 100 4017 -40 1822.751370010691 1822.943977701005 50 TCGA 1 50 100 0.0 0.0015 100 4017 -41 1822.62189577062 1823.2255012857256 50 TCGA 1 50 100 0.0 0.0015 100 4017 -42 1822.1428280836876 1821.5467510894316 50 TCGA 1 50 100 0.0 0.0015 100 4017 -43 1821.6730751968385 1820.2668003101444 50 TCGA 1 50 100 0.0 0.0015 100 4017 -44 1821.364199154983 1820.687690773202 50 TCGA 1 50 100 0.0 0.0015 100 4017 -45 1821.1236774194638 1819.8896766547582 50 TCGA 1 50 100 0.0 0.0015 100 4017 -46 1820.9959607112087 1819.450992143334 50 TCGA 1 50 100 0.0 0.0015 100 4017 -47 1820.5941595807114 1821.1508997624842 50 TCGA 1 50 100 0.0 0.0015 100 4017 -48 1820.4529249649227 1819.3927235052215 50 TCGA 1 50 100 0.0 0.0015 100 4017 -49 1820.0597781413287 1821.4253273201948 50 TCGA 1 50 100 0.0 0.0015 100 4017 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index 5162704bc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0015lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2344.8462663461673 2664.645961742305 50 TCGA 1 50 100 1.0 0.0015 100 6141 -1 1953.925408948491 1966.474949822354 50 TCGA 1 50 100 1.0 0.0015 100 6141 -2 1918.7116440744162 1906.116986298681 50 TCGA 1 50 100 1.0 0.0015 100 6141 -3 1900.8468432609013 1891.9561693967887 50 TCGA 1 50 100 1.0 0.0015 100 6141 -4 1889.8583742387195 1882.3018044323178 50 TCGA 1 50 100 1.0 0.0015 100 6141 -5 1881.7395211649946 1874.0484386041535 50 TCGA 1 50 100 1.0 0.0015 100 6141 -6 1873.9513703567773 1867.278304363615 50 TCGA 1 50 100 1.0 0.0015 100 6141 -7 1868.8002803788438 1863.8818236691268 50 TCGA 1 50 100 1.0 0.0015 100 6141 -8 1863.7863280377971 1859.863890374725 50 TCGA 1 50 100 1.0 0.0015 100 6141 -9 1860.2200503983206 1855.8468765948885 50 TCGA 1 50 100 1.0 0.0015 100 6141 -10 1857.0470587663026 1852.0866263691505 50 TCGA 1 50 100 1.0 0.0015 100 6141 -11 1853.8794194658042 1852.0402666408213 50 TCGA 1 50 100 1.0 0.0015 100 6141 -12 1852.2706996995646 1847.4766999057788 50 TCGA 1 50 100 1.0 0.0015 100 6141 -13 1848.9477070483636 1846.2726737937735 50 TCGA 1 50 100 1.0 0.0015 100 6141 -14 1847.4292389232808 1843.2316925202183 50 TCGA 1 50 100 1.0 0.0015 100 6141 -15 1845.8149830864695 1841.8522507557318 50 TCGA 1 50 100 1.0 0.0015 100 6141 -16 1843.6748250984083 1841.6171666437658 50 TCGA 1 50 100 1.0 0.0015 100 6141 -17 1842.169404448935 1838.8856900469143 50 TCGA 1 50 100 1.0 0.0015 100 6141 -18 1840.561352956001 1837.8540229222283 50 TCGA 1 50 100 1.0 0.0015 100 6141 -19 1839.4163754728572 1836.5211844132773 50 TCGA 1 50 100 1.0 0.0015 100 6141 -20 1838.149730772216 1836.1255692525126 50 TCGA 1 50 100 1.0 0.0015 100 6141 -21 1836.8482519405895 1834.6454967709642 50 TCGA 1 50 100 1.0 0.0015 100 6141 -22 1835.5662104388089 1832.7380272946766 50 TCGA 1 50 100 1.0 0.0015 100 6141 -23 1834.3783726641636 1833.7223434064856 50 TCGA 1 50 100 1.0 0.0015 100 6141 -24 1834.0418560284832 1830.9154948325613 50 TCGA 1 50 100 1.0 0.0015 100 6141 -25 1832.2664481400511 1830.5273357755575 50 TCGA 1 50 100 1.0 0.0015 100 6141 -26 1831.4151217280414 1829.4512344437028 50 TCGA 1 50 100 1.0 0.0015 100 6141 -27 1830.663101783886 1828.301283639879 50 TCGA 1 50 100 1.0 0.0015 100 6141 -28 1830.1932535598369 1828.8084575710584 50 TCGA 1 50 100 1.0 0.0015 100 6141 -29 1829.2104165994479 1826.6184198580795 50 TCGA 1 50 100 1.0 0.0015 100 6141 -30 1828.558468409582 1826.7459882419912 50 TCGA 1 50 100 1.0 0.0015 100 6141 -31 1828.0187487818857 1825.8490063844613 50 TCGA 1 50 100 1.0 0.0015 100 6141 -32 1827.3768869462403 1826.1778141194252 50 TCGA 1 50 100 1.0 0.0015 100 6141 -33 1826.5022039557157 1824.735130731784 50 TCGA 1 50 100 1.0 0.0015 100 6141 -34 1825.802609961112 1824.571681037021 50 TCGA 1 50 100 1.0 0.0015 100 6141 -35 1825.0902787830323 1823.297512955402 50 TCGA 1 50 100 1.0 0.0015 100 6141 -36 1824.5223000891867 1823.3068823119504 50 TCGA 1 50 100 1.0 0.0015 100 6141 -37 1824.299464228643 1824.8392935134657 50 TCGA 1 50 100 1.0 0.0015 100 6141 -38 1824.2957612702005 1822.685678760011 50 TCGA 1 50 100 1.0 0.0015 100 6141 -39 1823.3623145386928 1822.8161749911667 50 TCGA 1 50 100 1.0 0.0015 100 6141 -40 1823.0228773173058 1824.4690064089982 50 TCGA 1 50 100 1.0 0.0015 100 6141 -41 1822.9000931816556 1822.1016667811714 50 TCGA 1 50 100 1.0 0.0015 100 6141 -42 1822.4768089842005 1821.6376885648947 50 TCGA 1 50 100 1.0 0.0015 100 6141 -43 1821.7677858857016 1820.4923911549938 50 TCGA 1 50 100 1.0 0.0015 100 6141 -44 1821.3652027367295 1822.1660113310695 50 TCGA 1 50 100 1.0 0.0015 100 6141 -45 1821.2157538612316 1820.7946041241364 50 TCGA 1 50 100 1.0 0.0015 100 6141 -46 1820.765161271792 1819.477072250903 50 TCGA 1 50 100 1.0 0.0015 100 6141 -47 1820.876549416853 1820.6545520571608 50 TCGA 1 50 100 1.0 0.0015 100 6141 -48 1820.3839324566254 1819.2792091561323 50 TCGA 1 50 100 1.0 0.0015 100 6141 -49 1820.143982539926 1820.5807860101288 50 TCGA 1 50 100 1.0 0.0015 100 6141 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index d40bdba4f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2883.2924621289085 3575.982213312657 100 TCGA 1 100 100 0.5 0.001 100 3816 -1 2031.974626270545 2368.985288993797 100 TCGA 1 100 100 0.5 0.001 100 3816 -2 1976.1794123069983 2075.6365359512406 100 TCGA 1 100 100 0.5 0.001 100 3816 -3 1952.045653928988 2052.9278441769393 100 TCGA 1 100 100 0.5 0.001 100 3816 -4 1934.05260990661 1978.8636082021435 100 TCGA 1 100 100 0.5 0.001 100 3816 -5 1922.1294350533071 1914.9372031053706 100 TCGA 1 100 100 0.5 0.001 100 3816 -6 1913.843632003694 1930.4216314727937 100 TCGA 1 100 100 0.5 0.001 100 3816 -7 1903.5143398349207 1910.908606141057 100 TCGA 1 100 100 0.5 0.001 100 3816 -8 1897.1138290062934 1902.896954867109 100 TCGA 1 100 100 0.5 0.001 100 3816 -9 1892.6619876725745 1889.625620166261 100 TCGA 1 100 100 0.5 0.001 100 3816 -10 1887.7234750026596 1891.7865701800015 100 TCGA 1 100 100 0.5 0.001 100 3816 -11 1884.525841300037 1882.9637917370053 100 TCGA 1 100 100 0.5 0.001 100 3816 -12 1880.5883121688473 1880.6038014780936 100 TCGA 1 100 100 0.5 0.001 100 3816 -13 1878.0995192427176 1872.6430345084798 100 TCGA 1 100 100 0.5 0.001 100 3816 -14 1876.4980189700998 1872.248668881517 100 TCGA 1 100 100 0.5 0.001 100 3816 -15 1872.9994335087272 1869.4961250343515 100 TCGA 1 100 100 0.5 0.001 100 3816 -16 1869.8318883872669 1872.8474256045854 100 TCGA 1 100 100 0.5 0.001 100 3816 -17 1868.786643289591 1868.8432144855135 100 TCGA 1 100 100 0.5 0.001 100 3816 -18 1865.9981498424463 1864.6552906132224 100 TCGA 1 100 100 0.5 0.001 100 3816 -19 1864.1389503381072 1862.7037617285646 100 TCGA 1 100 100 0.5 0.001 100 3816 -20 1863.1772535468654 1861.50037418538 100 TCGA 1 100 100 0.5 0.001 100 3816 -21 1861.6089580888022 1864.405797297032 100 TCGA 1 100 100 0.5 0.001 100 3816 -22 1858.8763835135017 1856.1784539150833 100 TCGA 1 100 100 0.5 0.001 100 3816 -23 1858.0017309894597 1856.9592487584407 100 TCGA 1 100 100 0.5 0.001 100 3816 -24 1856.6089166265897 1854.680319934634 100 TCGA 1 100 100 0.5 0.001 100 3816 -25 1855.7089599718379 1857.3643706815326 100 TCGA 1 100 100 0.5 0.001 100 3816 -26 1853.9849469005721 1851.802060841316 100 TCGA 1 100 100 0.5 0.001 100 3816 -27 1852.6141225663876 1854.7819756742697 100 TCGA 1 100 100 0.5 0.001 100 3816 -28 1850.749436043059 1851.1469702025754 100 TCGA 1 100 100 0.5 0.001 100 3816 -29 1850.0578236129084 1847.5689077712782 100 TCGA 1 100 100 0.5 0.001 100 3816 -30 1848.3124729262518 1847.4179662963254 100 TCGA 1 100 100 0.5 0.001 100 3816 -31 1847.4737072073997 1846.3305013838724 100 TCGA 1 100 100 0.5 0.001 100 3816 -32 1846.5280689367667 1845.7643497026147 100 TCGA 1 100 100 0.5 0.001 100 3816 -33 1845.1447801595289 1849.3941539975267 100 TCGA 1 100 100 0.5 0.001 100 3816 -34 1844.3089682724556 1846.4766489920305 100 TCGA 1 100 100 0.5 0.001 100 3816 -35 1843.5817514107234 1845.747018785333 100 TCGA 1 100 100 0.5 0.001 100 3816 -36 1842.5265302976363 1841.5400396759187 100 TCGA 1 100 100 0.5 0.001 100 3816 -37 1841.7881551411072 1839.9438678990657 100 TCGA 1 100 100 0.5 0.001 100 3816 -38 1840.950328841807 1841.4681770669756 100 TCGA 1 100 100 0.5 0.001 100 3816 -39 1840.2120609583633 1838.8151886139683 100 TCGA 1 100 100 0.5 0.001 100 3816 -40 1839.40893445684 1838.104089171443 100 TCGA 1 100 100 0.5 0.001 100 3816 -41 1838.3545248885548 1838.1219856607256 100 TCGA 1 100 100 0.5 0.001 100 3816 -42 1837.733407648297 1842.8589713705244 100 TCGA 1 100 100 0.5 0.001 100 3816 -43 1837.0000957187126 1836.271226125746 100 TCGA 1 100 100 0.5 0.001 100 3816 -44 1836.1810543495892 1835.332549588764 100 TCGA 1 100 100 0.5 0.001 100 3816 -45 1835.5611031608184 1834.501767872566 100 TCGA 1 100 100 0.5 0.001 100 3816 -46 1834.989916384493 1835.496409047189 100 TCGA 1 100 100 0.5 0.001 100 3816 -47 1834.2102695128285 1833.0220143687186 100 TCGA 1 100 100 0.5 0.001 100 3816 -48 1833.5530641923885 1833.0028646651224 100 TCGA 1 100 100 0.5 0.001 100 3816 -49 1832.6777464607649 1831.6480584072708 100 TCGA 1 100 100 0.5 0.001 100 3816 -50 1832.2353615090708 1831.5815828409627 100 TCGA 1 100 100 0.5 0.001 100 3816 -51 1831.61927315965 1831.611028776696 100 TCGA 1 100 100 0.5 0.001 100 3816 -52 1831.1812658300357 1830.2483486769786 100 TCGA 1 100 100 0.5 0.001 100 3816 -53 1830.2923360118405 1830.7476199356156 100 TCGA 1 100 100 0.5 0.001 100 3816 -54 1829.7539079123037 1829.6066685968908 100 TCGA 1 100 100 0.5 0.001 100 3816 -55 1829.3786334278248 1828.8782750422033 100 TCGA 1 100 100 0.5 0.001 100 3816 -56 1828.774880297789 1829.0584293538002 100 TCGA 1 100 100 0.5 0.001 100 3816 -57 1828.204251237953 1832.026818050212 100 TCGA 1 100 100 0.5 0.001 100 3816 -58 1827.8744415886129 1827.8647871928 100 TCGA 1 100 100 0.5 0.001 100 3816 -59 1827.5969745828872 1826.6334516822394 100 TCGA 1 100 100 0.5 0.001 100 3816 -60 1827.0843104726437 1827.40336141155 100 TCGA 1 100 100 0.5 0.001 100 3816 -61 1826.5368477393106 1826.659547125275 100 TCGA 1 100 100 0.5 0.001 100 3816 -62 1825.9265252807495 1825.2229709337705 100 TCGA 1 100 100 0.5 0.001 100 3816 -63 1825.4488185027146 1825.29665600954 100 TCGA 1 100 100 0.5 0.001 100 3816 -64 1825.115203676885 1824.7587350816582 100 TCGA 1 100 100 0.5 0.001 100 3816 -65 1824.3877413937364 1826.4491273506203 100 TCGA 1 100 100 0.5 0.001 100 3816 -66 1824.1672674622544 1825.438266159901 100 TCGA 1 100 100 0.5 0.001 100 3816 -67 1823.9187471577334 1823.4805662835663 100 TCGA 1 100 100 0.5 0.001 100 3816 -68 1823.3817192628615 1822.067356435498 100 TCGA 1 100 100 0.5 0.001 100 3816 -69 1823.1647328579982 1822.1821031426664 100 TCGA 1 100 100 0.5 0.001 100 3816 -70 1822.7001756373654 1822.9576452820745 100 TCGA 1 100 100 0.5 0.001 100 3816 -71 1822.3809649449054 1821.7787613605135 100 TCGA 1 100 100 0.5 0.001 100 3816 -72 1822.1918439536187 1821.9537605017274 100 TCGA 1 100 100 0.5 0.001 100 3816 -73 1821.4738096298283 1821.2290229222283 100 TCGA 1 100 100 0.5 0.001 100 3816 -74 1821.0773743609125 1821.1448490008636 100 TCGA 1 100 100 0.5 0.001 100 3816 -75 1820.841995002516 1820.8886068526224 100 TCGA 1 100 100 0.5 0.001 100 3816 -76 1820.734595146226 1820.2534314639604 100 TCGA 1 100 100 0.5 0.001 100 3816 -77 1820.3484819788848 1824.7992035372174 100 TCGA 1 100 100 0.5 0.001 100 3816 -78 1820.0830537438565 1820.5414407241285 100 TCGA 1 100 100 0.5 0.001 100 3816 -79 1819.6291007531488 1819.2312269354586 100 TCGA 1 100 100 0.5 0.001 100 3816 -80 1819.4398800781469 1819.1023617845085 100 TCGA 1 100 100 0.5 0.001 100 3816 -81 1819.1019954755911 1820.904001207208 100 TCGA 1 100 100 0.5 0.001 100 3816 -82 1818.877120568026 1818.417903114204 100 TCGA 1 100 100 0.5 0.001 100 3816 -83 1818.502337580401 1819.2616893059046 100 TCGA 1 100 100 0.5 0.001 100 3816 -84 1818.3671319899595 1817.843828517588 100 TCGA 1 100 100 0.5 0.001 100 3816 -85 1817.9836879235877 1818.0627343259266 100 TCGA 1 100 100 0.5 0.001 100 3816 -86 1817.6929006473283 1818.1628424102937 100 TCGA 1 100 100 0.5 0.001 100 3816 -87 1817.32552718733 1826.3656944389918 100 TCGA 1 100 100 0.5 0.001 100 3816 -88 1817.249162757619 1816.924936572511 100 TCGA 1 100 100 0.5 0.001 100 3816 -89 1817.2381163140549 1816.9692652716708 100 TCGA 1 100 100 0.5 0.001 100 3816 -90 1816.7919338842444 1816.6271923582758 100 TCGA 1 100 100 0.5 0.001 100 3816 -91 1816.469755857195 1815.9981260060065 100 TCGA 1 100 100 0.5 0.001 100 3816 -92 1816.4003013511203 1816.5758878621623 100 TCGA 1 100 100 0.5 0.001 100 3816 -93 1816.3972784247378 1817.1049798553313 100 TCGA 1 100 100 0.5 0.001 100 3816 -94 1815.9517729067618 1816.8996275321922 100 TCGA 1 100 100 0.5 0.001 100 3816 -95 1815.729036334796 1815.8857691779208 100 TCGA 1 100 100 0.5 0.001 100 3816 -96 1815.702393014139 1816.5625306709328 100 TCGA 1 100 100 0.5 0.001 100 3816 -97 1815.4847867471562 1818.4717913296954 100 TCGA 1 100 100 0.5 0.001 100 3816 -98 1815.1047172661351 1815.834896528541 100 TCGA 1 100 100 0.5 0.001 100 3816 -99 1815.3451952231171 1815.1068415809516 100 TCGA 1 100 100 0.5 0.001 100 3816 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index 993656d1a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2898.679883025057 4021.8681738771984 100 TCGA 1 100 100 0.0 0.001 100 4818 -1 2031.8301012337454 2522.659988173288 100 TCGA 1 100 100 0.0 0.001 100 4818 -2 1975.129558567916 2366.269258892117 100 TCGA 1 100 100 0.0 0.001 100 4818 -3 1952.5653274967037 1981.1638606852623 100 TCGA 1 100 100 0.0 0.001 100 4818 -4 1935.662199248399 1930.581220310537 100 TCGA 1 100 100 0.0 0.001 100 4818 -5 1923.3471128947235 1944.4794602897298 100 TCGA 1 100 100 0.0 0.001 100 4818 -6 1912.259705536812 1941.3407368875628 100 TCGA 1 100 100 0.0 0.001 100 4818 -7 1904.7115975571658 1919.488017479978 100 TCGA 1 100 100 0.0 0.001 100 4818 -8 1897.9242168451635 1893.9335109384815 100 TCGA 1 100 100 0.0 0.001 100 4818 -9 1892.969913285523 1892.8676610592022 100 TCGA 1 100 100 0.0 0.001 100 4818 -10 1888.918153401956 1883.4582721959407 100 TCGA 1 100 100 0.0 0.001 100 4818 -11 1884.1787790374467 1881.2608802066975 100 TCGA 1 100 100 0.0 0.001 100 4818 -12 1881.0212505079564 1877.7238094770728 100 TCGA 1 100 100 0.0 0.001 100 4818 -13 1879.0106084946876 1874.7509342366127 100 TCGA 1 100 100 0.0 0.001 100 4818 -14 1875.104772694423 1873.59942228231 100 TCGA 1 100 100 0.0 0.001 100 4818 -15 1872.9594589626834 1867.8151205244974 100 TCGA 1 100 100 0.0 0.001 100 4818 -16 1870.5002972662137 1867.02546362182 100 TCGA 1 100 100 0.0 0.001 100 4818 -17 1868.3803987533922 1870.0297784086447 100 TCGA 1 100 100 0.0 0.001 100 4818 -18 1866.8309242511677 1863.7251019501805 100 TCGA 1 100 100 0.0 0.001 100 4818 -19 1865.4994793038295 1860.906451201319 100 TCGA 1 100 100 0.0 0.001 100 4818 -20 1862.5328044582657 1863.226234321019 100 TCGA 1 100 100 0.0 0.001 100 4818 -21 1860.9858847259477 1864.2314729163395 100 TCGA 1 100 100 0.0 0.001 100 4818 -22 1859.3851544405416 1856.2767892195352 100 TCGA 1 100 100 0.0 0.001 100 4818 -23 1858.1376960482737 1858.6838783762562 100 TCGA 1 100 100 0.0 0.001 100 4818 -24 1856.0457755360358 1859.7754531937028 100 TCGA 1 100 100 0.0 0.001 100 4818 -25 1855.7070263039654 1853.344922243051 100 TCGA 1 100 100 0.0 0.001 100 4818 -26 1854.1823288732 1850.8976228800252 100 TCGA 1 100 100 0.0 0.001 100 4818 -27 1852.26440320684 1850.2746588165437 100 TCGA 1 100 100 0.0 0.001 100 4818 -28 1851.7356435829195 1849.871592459367 100 TCGA 1 100 100 0.0 0.001 100 4818 -29 1849.9067790349395 1847.842505986966 100 TCGA 1 100 100 0.0 0.001 100 4818 -30 1848.416985184024 1846.699070916104 100 TCGA 1 100 100 0.0 0.001 100 4818 -31 1848.0510242597136 1845.5508002659783 100 TCGA 1 100 100 0.0 0.001 100 4818 -32 1846.383431176706 1843.7955696451006 100 TCGA 1 100 100 0.0 0.001 100 4818 -33 1845.806312715173 1843.1151840746702 100 TCGA 1 100 100 0.0 0.001 100 4818 -34 1844.8310947190412 1841.0739218553706 100 TCGA 1 100 100 0.0 0.001 100 4818 -35 1844.0417744938532 1841.87237150106 100 TCGA 1 100 100 0.0 0.001 100 4818 -36 1843.2568921288125 1842.9153126472204 100 TCGA 1 100 100 0.0 0.001 100 4818 -37 1842.171690075535 1839.7440216217808 100 TCGA 1 100 100 0.0 0.001 100 4818 -38 1841.0778576280006 1841.3164332404208 100 TCGA 1 100 100 0.0 0.001 100 4818 -39 1839.9675627064526 1840.1465125922582 100 TCGA 1 100 100 0.0 0.001 100 4818 -40 1839.4328649524919 1837.227027471341 100 TCGA 1 100 100 0.0 0.001 100 4818 -41 1838.6423974789232 1836.407697054609 100 TCGA 1 100 100 0.0 0.001 100 4818 -42 1837.8376022834493 1835.452932386542 100 TCGA 1 100 100 0.0 0.001 100 4818 -43 1837.0857762701744 1834.431487270336 100 TCGA 1 100 100 0.0 0.001 100 4818 -44 1836.3750467352575 1834.6818442799938 100 TCGA 1 100 100 0.0 0.001 100 4818 -45 1835.4580585808876 1833.2925595997565 100 TCGA 1 100 100 0.0 0.001 100 4818 -46 1834.645232483244 1833.2175145748272 100 TCGA 1 100 100 0.0 0.001 100 4818 -47 1834.3337405205093 1834.2556833238457 100 TCGA 1 100 100 0.0 0.001 100 4818 -48 1833.8666372093749 1832.0246465481705 100 TCGA 1 100 100 0.0 0.001 100 4818 -49 1832.866861143473 1833.1455709946215 100 TCGA 1 100 100 0.0 0.001 100 4818 -50 1832.6068409543868 1830.7639479133952 100 TCGA 1 100 100 0.0 0.001 100 4818 -51 1831.8878119190113 1830.42464949258 100 TCGA 1 100 100 0.0 0.001 100 4818 -52 1830.9891721493618 1828.5059121290044 100 TCGA 1 100 100 0.0 0.001 100 4818 -53 1830.5784435355247 1829.167348583739 100 TCGA 1 100 100 0.0 0.001 100 4818 -54 1829.8087859095733 1828.0759657663316 100 TCGA 1 100 100 0.0 0.001 100 4818 -55 1829.4564523868282 1827.2944059899105 100 TCGA 1 100 100 0.0 0.001 100 4818 -56 1828.77098136465 1827.6453587517667 100 TCGA 1 100 100 0.0 0.001 100 4818 -57 1828.2673089135662 1827.5542587203597 100 TCGA 1 100 100 0.0 0.001 100 4818 -58 1827.928445622942 1825.799706540515 100 TCGA 1 100 100 0.0 0.001 100 4818 -59 1827.1981081131753 1827.047389658252 100 TCGA 1 100 100 0.0 0.001 100 4818 -60 1826.989777963653 1826.714708184477 100 TCGA 1 100 100 0.0 0.001 100 4818 -61 1826.6110034035257 1825.6992254976053 100 TCGA 1 100 100 0.0 0.001 100 4818 -62 1826.1475366268164 1824.250846517745 100 TCGA 1 100 100 0.0 0.001 100 4818 -63 1825.6623873339659 1825.7540816877356 100 TCGA 1 100 100 0.0 0.001 100 4818 -64 1825.233027471284 1823.366075371977 100 TCGA 1 100 100 0.0 0.001 100 4818 -65 1824.6215195177335 1823.1381486288867 100 TCGA 1 100 100 0.0 0.001 100 4818 -66 1824.2995857130618 1822.2649968592964 100 TCGA 1 100 100 0.0 0.001 100 4818 -67 1823.7235922768175 1822.339820440091 100 TCGA 1 100 100 0.0 0.001 100 4818 -68 1823.51986963779 1822.564108997134 100 TCGA 1 100 100 0.0 0.001 100 4818 -69 1822.8761139886828 1821.9033074307083 100 TCGA 1 100 100 0.0 0.001 100 4818 -70 1822.4865340190163 1821.0821882851758 100 TCGA 1 100 100 0.0 0.001 100 4818 -71 1822.3351809610972 1822.836333155033 100 TCGA 1 100 100 0.0 0.001 100 4818 -72 1822.2991459656273 1821.5724625323885 100 TCGA 1 100 100 0.0 0.001 100 4818 -73 1821.5831323217662 1821.6096792556532 100 TCGA 1 100 100 0.0 0.001 100 4818 -74 1821.4050047847093 1820.2015687568703 100 TCGA 1 100 100 0.0 0.001 100 4818 -75 1820.989345178818 1819.6079040220634 100 TCGA 1 100 100 0.0 0.001 100 4818 -76 1820.6035140853253 1822.9170148839903 100 TCGA 1 100 100 0.0 0.001 100 4818 -77 1820.4435048265666 1820.9752994709877 100 TCGA 1 100 100 0.0 0.001 100 4818 -78 1819.7980817915513 1819.0211371800408 100 TCGA 1 100 100 0.0 0.001 100 4818 -79 1819.9356940297466 1819.047983447511 100 TCGA 1 100 100 0.0 0.001 100 4818 -80 1819.606755304874 1818.3704570214354 100 TCGA 1 100 100 0.0 0.001 100 4818 -81 1819.0985187403205 1817.6141952437972 100 TCGA 1 100 100 0.0 0.001 100 4818 -82 1818.7711849423415 1817.520531122409 100 TCGA 1 100 100 0.0 0.001 100 4818 -83 1818.7171408900965 1816.8449283772377 100 TCGA 1 100 100 0.0 0.001 100 4818 -84 1818.4402055490202 1817.4333882547503 100 TCGA 1 100 100 0.0 0.001 100 4818 -85 1817.9621233083744 1818.605992609532 100 TCGA 1 100 100 0.0 0.001 100 4818 -86 1817.8922722747595 1817.582360655818 100 TCGA 1 100 100 0.0 0.001 100 4818 -87 1817.7634072280885 1820.6999401303392 100 TCGA 1 100 100 0.0 0.001 100 4818 -88 1817.3580183422396 1816.1467739086056 100 TCGA 1 100 100 0.0 0.001 100 4818 -89 1816.941014791123 1816.3335666368955 100 TCGA 1 100 100 0.0 0.001 100 4818 -90 1816.7719561830936 1816.1538822039886 100 TCGA 1 100 100 0.0 0.001 100 4818 -91 1816.7835254347715 1815.4278404964275 100 TCGA 1 100 100 0.0 0.001 100 4818 -92 1816.5187631976007 1815.5817809751884 100 TCGA 1 100 100 0.0 0.001 100 4818 -93 1816.242363935816 1815.515426865774 100 TCGA 1 100 100 0.0 0.001 100 4818 -94 1816.2289811381406 1816.340390919441 100 TCGA 1 100 100 0.0 0.001 100 4818 -95 1815.7583452138083 1815.811083616324 100 TCGA 1 100 100 0.0 0.001 100 4818 -96 1815.5416307454664 1814.3347566690877 100 TCGA 1 100 100 0.0 0.001 100 4818 -97 1815.759825958446 1814.2694735886464 100 TCGA 1 100 100 0.0 0.001 100 4818 -98 1815.4553030946315 1814.6877625431846 100 TCGA 1 100 100 0.0 0.001 100 4818 -99 1815.237740756066 1814.2336707953832 100 TCGA 1 100 100 0.0 0.001 100 4818 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index 74a05a32a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2893.4041911688405 4103.671288571765 100 TCGA 1 100 100 1.0 0.001 100 3770 -1 2029.3336924499586 2405.1486669185774 100 TCGA 1 100 100 1.0 0.001 100 3770 -2 1975.4973883711343 2074.78872021239 100 TCGA 1 100 100 1.0 0.001 100 3770 -3 1950.5280449696186 2057.148473078282 100 TCGA 1 100 100 1.0 0.001 100 3770 -4 1934.6516448875825 1939.4383747350032 100 TCGA 1 100 100 1.0 0.001 100 3770 -5 1920.964069198266 1933.7964431532664 100 TCGA 1 100 100 1.0 0.001 100 3770 -6 1912.4123899500503 1906.0763013063363 100 TCGA 1 100 100 1.0 0.001 100 3770 -7 1905.2643709963008 1911.532561489086 100 TCGA 1 100 100 1.0 0.001 100 3770 -8 1897.2677815391862 1914.4142557268765 100 TCGA 1 100 100 1.0 0.001 100 3770 -9 1893.3050265826876 1894.9249678568624 100 TCGA 1 100 100 1.0 0.001 100 3770 -10 1889.0275538951535 1885.311277456619 100 TCGA 1 100 100 1.0 0.001 100 3770 -11 1883.5428121800746 1879.86947371133 100 TCGA 1 100 100 1.0 0.001 100 3770 -12 1881.5272942624038 1878.1901033487752 100 TCGA 1 100 100 1.0 0.001 100 3770 -13 1878.0527883862421 1874.6508298327576 100 TCGA 1 100 100 1.0 0.001 100 3770 -14 1875.4061180512438 1871.9668048494425 100 TCGA 1 100 100 1.0 0.001 100 3770 -15 1872.4507386950274 1871.0442851464354 100 TCGA 1 100 100 1.0 0.001 100 3770 -16 1870.1050625211467 1873.5605787727702 100 TCGA 1 100 100 1.0 0.001 100 3770 -17 1867.6624927267403 1866.7242278285962 100 TCGA 1 100 100 1.0 0.001 100 3770 -18 1866.2286468379823 1865.977136046443 100 TCGA 1 100 100 1.0 0.001 100 3770 -19 1864.143940137558 1861.519752080716 100 TCGA 1 100 100 1.0 0.001 100 3770 -20 1862.7327788887658 1858.1776086241755 100 TCGA 1 100 100 1.0 0.001 100 3770 -21 1860.9964584076374 1860.0468952428157 100 TCGA 1 100 100 1.0 0.001 100 3770 -22 1859.135825152801 1857.4864661441975 100 TCGA 1 100 100 1.0 0.001 100 3770 -23 1857.5189446475786 1856.8816813559988 100 TCGA 1 100 100 1.0 0.001 100 3770 -24 1856.208176059427 1854.521664106666 100 TCGA 1 100 100 1.0 0.001 100 3770 -25 1854.3032599899543 1852.740285902167 100 TCGA 1 100 100 1.0 0.001 100 3770 -26 1853.1120063721276 1855.3570501432946 100 TCGA 1 100 100 1.0 0.001 100 3770 -27 1851.6643634314569 1850.3602902206344 100 TCGA 1 100 100 1.0 0.001 100 3770 -28 1850.7056421636937 1851.2097793655778 100 TCGA 1 100 100 1.0 0.001 100 3770 -29 1849.8793898577242 1850.60430509481 100 TCGA 1 100 100 1.0 0.001 100 3770 -30 1848.8786443963036 1858.338498522888 100 TCGA 1 100 100 1.0 0.001 100 3770 -31 1847.1980833693772 1848.6343552479193 100 TCGA 1 100 100 1.0 0.001 100 3770 -32 1846.073616505574 1845.6398913512876 100 TCGA 1 100 100 1.0 0.001 100 3770 -33 1845.1794961034514 1844.5506640870367 100 TCGA 1 100 100 1.0 0.001 100 3770 -34 1844.2195543369446 1843.8516600335663 100 TCGA 1 100 100 1.0 0.001 100 3770 -35 1843.1435042869994 1841.4105672404994 100 TCGA 1 100 100 1.0 0.001 100 3770 -36 1842.0303888994742 1841.053407908684 100 TCGA 1 100 100 1.0 0.001 100 3770 -37 1841.5246282407836 1840.204180080088 100 TCGA 1 100 100 1.0 0.001 100 3770 -38 1840.6190180914225 1839.6954382508245 100 TCGA 1 100 100 1.0 0.001 100 3770 -39 1839.683103547563 1839.46942537394 100 TCGA 1 100 100 1.0 0.001 100 3770 -40 1839.190519220263 1838.8743951692054 100 TCGA 1 100 100 1.0 0.001 100 3770 -41 1838.1721271251326 1837.1432093327967 100 TCGA 1 100 100 1.0 0.001 100 3770 -42 1837.7461773148204 1836.8445008244346 100 TCGA 1 100 100 1.0 0.001 100 3770 -43 1836.5905703538124 1837.305079474521 100 TCGA 1 100 100 1.0 0.001 100 3770 -44 1835.847457345834 1835.573228078871 100 TCGA 1 100 100 1.0 0.001 100 3770 -45 1835.1795910046374 1835.0142877473304 100 TCGA 1 100 100 1.0 0.001 100 3770 -46 1834.6964983765017 1834.3300830323492 100 TCGA 1 100 100 1.0 0.001 100 3770 -47 1834.0403700244256 1834.160061783527 100 TCGA 1 100 100 1.0 0.001 100 3770 -48 1833.1657017357502 1832.4915759216 100 TCGA 1 100 100 1.0 0.001 100 3770 -49 1832.713919550064 1832.371981366795 100 TCGA 1 100 100 1.0 0.001 100 3770 -50 1832.372010197061 1834.9880291349325 100 TCGA 1 100 100 1.0 0.001 100 3770 -51 1831.329035097606 1830.9832536706972 100 TCGA 1 100 100 1.0 0.001 100 3770 -52 1830.6407034689062 1830.2096824454302 100 TCGA 1 100 100 1.0 0.001 100 3770 -53 1830.1521263152365 1832.5935181277482 100 TCGA 1 100 100 1.0 0.001 100 3770 -54 1830.0490875669936 1830.0782869425252 100 TCGA 1 100 100 1.0 0.001 100 3770 -55 1829.124520275526 1830.4614184202262 100 TCGA 1 100 100 1.0 0.001 100 3770 -56 1828.5994107978447 1828.733369606823 100 TCGA 1 100 100 1.0 0.001 100 3770 -57 1828.3942490535226 1828.9240839205795 100 TCGA 1 100 100 1.0 0.001 100 3770 -58 1827.708773003557 1827.9615815895886 100 TCGA 1 100 100 1.0 0.001 100 3770 -59 1827.3843359195143 1827.2744011807083 100 TCGA 1 100 100 1.0 0.001 100 3770 -60 1826.7980467060445 1826.7596521425487 100 TCGA 1 100 100 1.0 0.001 100 3770 -61 1826.3015597531114 1826.498330274419 100 TCGA 1 100 100 1.0 0.001 100 3770 -62 1825.7173603277997 1826.512089254868 100 TCGA 1 100 100 1.0 0.001 100 3770 -63 1825.2480218995695 1824.986802297621 100 TCGA 1 100 100 1.0 0.001 100 3770 -64 1825.1418810338896 1824.737818118915 100 TCGA 1 100 100 1.0 0.001 100 3770 -65 1824.566640253298 1824.5725355292086 100 TCGA 1 100 100 1.0 0.001 100 3770 -66 1824.0708513588813 1824.089644388937 100 TCGA 1 100 100 1.0 0.001 100 3770 -67 1823.7093264144078 1823.5047220968122 100 TCGA 1 100 100 1.0 0.001 100 3770 -68 1823.121324932832 1823.312954543224 100 TCGA 1 100 100 1.0 0.001 100 3770 -69 1822.807882651938 1822.7726400557474 100 TCGA 1 100 100 1.0 0.001 100 3770 -70 1822.4159034467566 1822.7757230979114 100 TCGA 1 100 100 1.0 0.001 100 3770 -71 1822.09482282623 1823.4659632390467 100 TCGA 1 100 100 1.0 0.001 100 3770 -72 1821.7824118684773 1822.3181299564228 100 TCGA 1 100 100 1.0 0.001 100 3770 -73 1821.2999050524875 1822.5315659106077 100 TCGA 1 100 100 1.0 0.001 100 3770 -74 1820.879019654533 1821.6959866471027 100 TCGA 1 100 100 1.0 0.001 100 3770 -75 1820.7499381677555 1820.7283389604272 100 TCGA 1 100 100 1.0 0.001 100 3770 -76 1820.2942252335292 1821.133306302018 100 TCGA 1 100 100 1.0 0.001 100 3770 -77 1820.2493438260844 1822.690237074042 100 TCGA 1 100 100 1.0 0.001 100 3770 -78 1819.7411458760264 1819.994169455677 100 TCGA 1 100 100 1.0 0.001 100 3770 -79 1819.5326947053504 1820.8607073453204 100 TCGA 1 100 100 1.0 0.001 100 3770 -80 1819.1391010899697 1820.2170778207444 100 TCGA 1 100 100 1.0 0.001 100 3770 -81 1819.0280069955186 1819.4977389388348 100 TCGA 1 100 100 1.0 0.001 100 3770 -82 1818.7092181330402 1818.6672590246153 100 TCGA 1 100 100 1.0 0.001 100 3770 -83 1818.3218921108269 1818.565659719496 100 TCGA 1 100 100 1.0 0.001 100 3770 -84 1818.1146306045248 1819.1092087635443 100 TCGA 1 100 100 1.0 0.001 100 3770 -85 1817.7521752469147 1817.9346531240185 100 TCGA 1 100 100 1.0 0.001 100 3770 -86 1817.6837387655526 1818.715187877866 100 TCGA 1 100 100 1.0 0.001 100 3770 -87 1817.3368356072194 1817.0513020424387 100 TCGA 1 100 100 1.0 0.001 100 3770 -88 1817.0828969559243 1817.5144570508794 100 TCGA 1 100 100 1.0 0.001 100 3770 -89 1817.0978891223865 1817.7966529424466 100 TCGA 1 100 100 1.0 0.001 100 3770 -90 1816.7541647654637 1816.9272730841708 100 TCGA 1 100 100 1.0 0.001 100 3770 -91 1816.570097531441 1817.5391502188677 100 TCGA 1 100 100 1.0 0.001 100 3770 -92 1816.2623297828345 1816.5483275753768 100 TCGA 1 100 100 1.0 0.001 100 3770 -93 1816.199597537218 1816.3250566798838 100 TCGA 1 100 100 1.0 0.001 100 3770 -94 1815.7799585399678 1817.5090497654287 100 TCGA 1 100 100 1.0 0.001 100 3770 -95 1815.6553720448057 1816.2536903266332 100 TCGA 1 100 100 1.0 0.001 100 3770 -96 1815.5082238792695 1815.6383909292556 100 TCGA 1 100 100 1.0 0.001 100 3770 -97 1815.386857756734 1819.2981877159234 100 TCGA 1 100 100 1.0 0.001 100 3770 -98 1815.1498253463915 1816.273565704499 100 TCGA 1 100 100 1.0 0.001 100 3770 -99 1814.9348266478933 1817.0814423680904 100 TCGA 1 100 100 1.0 0.001 100 3770 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 9f86a044e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2903.2145623301726 3783.46753175055 100 TCGA 1 50 100 0.5 0.001 100 7578 -1 2033.5052729224583 2457.4815140153896 100 TCGA 1 50 100 0.5 0.001 100 7578 -2 1978.0775904467575 2079.1644146023086 100 TCGA 1 50 100 0.5 0.001 100 7578 -3 1949.6307582061118 2015.4540439011464 100 TCGA 1 50 100 0.5 0.001 100 7578 -4 1936.7318672106087 1935.2054989301978 100 TCGA 1 50 100 0.5 0.001 100 7578 -5 1923.079687320144 1955.599122934006 100 TCGA 1 50 100 0.5 0.001 100 7578 -6 1913.878440450725 1926.104462129986 100 TCGA 1 50 100 0.5 0.001 100 7578 -7 1905.8789921583962 1910.88374796345 100 TCGA 1 50 100 0.5 0.001 100 7578 -8 1898.5132711780752 1903.0777164631752 100 TCGA 1 50 100 0.5 0.001 100 7578 -9 1895.5559227278436 1888.729490347244 100 TCGA 1 50 100 0.5 0.001 100 7578 -10 1889.1111491684776 1881.8248493443782 100 TCGA 1 50 100 0.5 0.001 100 7578 -11 1886.3997230738426 1879.3208958611417 100 TCGA 1 50 100 0.5 0.001 100 7578 -12 1881.8144874611075 1886.9980358334642 100 TCGA 1 50 100 0.5 0.001 100 7578 -13 1878.871391493104 1877.4113524163788 100 TCGA 1 50 100 0.5 0.001 100 7578 -14 1877.0803781026761 1873.0248704459798 100 TCGA 1 50 100 0.5 0.001 100 7578 -15 1873.478532030029 1865.7579830303864 100 TCGA 1 50 100 0.5 0.001 100 7578 -16 1871.0722126629166 1870.0606210986573 100 TCGA 1 50 100 0.5 0.001 100 7578 -17 1868.8659869080236 1865.55480159587 100 TCGA 1 50 100 0.5 0.001 100 7578 -18 1867.0513207220263 1860.0128259706737 100 TCGA 1 50 100 0.5 0.001 100 7578 -19 1864.6494303176494 1860.373824076437 100 TCGA 1 50 100 0.5 0.001 100 7578 -20 1862.6985491959028 1867.0912650410255 100 TCGA 1 50 100 0.5 0.001 100 7578 -21 1861.4823283908595 1857.971487074042 100 TCGA 1 50 100 0.5 0.001 100 7578 -22 1859.3450028319114 1853.204666521082 100 TCGA 1 50 100 0.5 0.001 100 7578 -23 1858.7081673663965 1858.858069031682 100 TCGA 1 50 100 0.5 0.001 100 7578 -24 1856.6420338023174 1852.9953981332444 100 TCGA 1 50 100 0.5 0.001 100 7578 -25 1854.4596313926202 1852.3666838832837 100 TCGA 1 50 100 0.5 0.001 100 7578 -26 1854.810470545288 1852.1416291663395 100 TCGA 1 50 100 0.5 0.001 100 7578 -27 1852.293326608543 1848.6174794872802 100 TCGA 1 50 100 0.5 0.001 100 7578 -28 1850.8397835528083 1846.7518647927136 100 TCGA 1 50 100 0.5 0.001 100 7578 -29 1850.2237202741962 1846.8156535853093 100 TCGA 1 50 100 0.5 0.001 100 7578 -30 1848.8242181232297 1843.533711035647 100 TCGA 1 50 100 0.5 0.001 100 7578 -31 1847.745420476158 1844.712928043538 100 TCGA 1 50 100 0.5 0.001 100 7578 -32 1847.0614208788168 1843.4410688697394 100 TCGA 1 50 100 0.5 0.001 100 7578 -33 1846.062275670764 1842.2879387170226 100 TCGA 1 50 100 0.5 0.001 100 7578 -34 1845.0248548318425 1850.658823291261 100 TCGA 1 50 100 0.5 0.001 100 7578 -35 1843.7173191380962 1839.3680806375628 100 TCGA 1 50 100 0.5 0.001 100 7578 -36 1842.7098330082486 1843.9299948227465 100 TCGA 1 50 100 0.5 0.001 100 7578 -37 1841.6174375404403 1839.3271067250314 100 TCGA 1 50 100 0.5 0.001 100 7578 -38 1841.1326081592838 1838.1125794990578 100 TCGA 1 50 100 0.5 0.001 100 7578 -39 1840.2210748542404 1838.2766892322943 100 TCGA 1 50 100 0.5 0.001 100 7578 -40 1839.6701179859508 1837.1116244062107 100 TCGA 1 50 100 0.5 0.001 100 7578 -41 1838.7386351162893 1835.860225198257 100 TCGA 1 50 100 0.5 0.001 100 7578 -42 1838.0144959824574 1837.080237000432 100 TCGA 1 50 100 0.5 0.001 100 7578 -43 1837.188977896921 1833.8457908438677 100 TCGA 1 50 100 0.5 0.001 100 7578 -44 1836.2728549988358 1834.2260128768844 100 TCGA 1 50 100 0.5 0.001 100 7578 -45 1835.7239986555505 1833.1243270797347 100 TCGA 1 50 100 0.5 0.001 100 7578 -46 1835.044543932559 1833.2534191955874 100 TCGA 1 50 100 0.5 0.001 100 7578 -47 1834.5179473744106 1832.9932119091552 100 TCGA 1 50 100 0.5 0.001 100 7578 -48 1833.7247611760215 1831.3953906495367 100 TCGA 1 50 100 0.5 0.001 100 7578 -49 1833.4535961404472 1829.61019636758 100 TCGA 1 50 100 0.5 0.001 100 7578 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index c3684c2c4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2897.478284387666 4545.633892116834 100 TCGA 1 50 100 0.0 0.001 100 4404 -1 2029.271733720543 2274.904732402246 100 TCGA 1 50 100 0.0 0.001 100 4404 -2 1979.005679437446 2162.6561616677136 100 TCGA 1 50 100 0.0 0.001 100 4404 -3 1951.9579733265127 1973.3974210652873 100 TCGA 1 50 100 0.0 0.001 100 4404 -4 1934.6929480638578 1948.198350762602 100 TCGA 1 50 100 0.0 0.001 100 4404 -5 1921.6331020405894 1943.6548409773477 100 TCGA 1 50 100 0.0 0.001 100 4404 -6 1913.7575941387065 1921.447027005143 100 TCGA 1 50 100 0.0 0.001 100 4404 -7 1905.4657066218329 1910.2650023800643 100 TCGA 1 50 100 0.0 0.001 100 4404 -8 1897.9097907339599 1898.8056573148947 100 TCGA 1 50 100 0.0 0.001 100 4404 -9 1892.8902668689482 1889.6447122085035 100 TCGA 1 50 100 0.0 0.001 100 4404 -10 1888.521948907109 1890.5732446411746 100 TCGA 1 50 100 0.0 0.001 100 4404 -11 1884.0869413270045 1883.8751809585035 100 TCGA 1 50 100 0.0 0.001 100 4404 -12 1881.1584138696728 1880.6093069105293 100 TCGA 1 50 100 0.0 0.001 100 4404 -13 1878.174959199984 1878.9274816465138 100 TCGA 1 50 100 0.0 0.001 100 4404 -14 1875.512058132447 1873.6518763249842 100 TCGA 1 50 100 0.0 0.001 100 4404 -15 1873.2403233082437 1878.988703895454 100 TCGA 1 50 100 0.0 0.001 100 4404 -16 1869.9979844432362 1868.1754972371623 100 TCGA 1 50 100 0.0 0.001 100 4404 -17 1868.5751600771134 1866.492326746035 100 TCGA 1 50 100 0.0 0.001 100 4404 -18 1866.8414889264418 1864.9552639908527 100 TCGA 1 50 100 0.0 0.001 100 4404 -19 1863.9972727184038 1865.295800290515 100 TCGA 1 50 100 0.0 0.001 100 4404 -20 1862.3420838812576 1864.0568841522063 100 TCGA 1 50 100 0.0 0.001 100 4404 -21 1860.1898973960804 1860.8665446372488 100 TCGA 1 50 100 0.0 0.001 100 4404 -22 1859.5011070669595 1859.9282398319724 100 TCGA 1 50 100 0.0 0.001 100 4404 -23 1856.9981191443312 1857.9243691602544 100 TCGA 1 50 100 0.0 0.001 100 4404 -24 1856.1767624451495 1855.998070184909 100 TCGA 1 50 100 0.0 0.001 100 4404 -25 1854.9515282211194 1853.641753076908 100 TCGA 1 50 100 0.0 0.001 100 4404 -26 1853.4663388149747 1853.545148226484 100 TCGA 1 50 100 0.0 0.001 100 4404 -27 1851.883575401983 1853.334144477269 100 TCGA 1 50 100 0.0 0.001 100 4404 -28 1851.0251195060048 1851.447937318428 100 TCGA 1 50 100 0.0 0.001 100 4404 -29 1849.689106616448 1852.4423006144002 100 TCGA 1 50 100 0.0 0.001 100 4404 -30 1848.8846742800536 1848.6453550712547 100 TCGA 1 50 100 0.0 0.001 100 4404 -31 1847.3017094421898 1845.1165115126414 100 TCGA 1 50 100 0.0 0.001 100 4404 -32 1846.6478121332032 1847.911052454656 100 TCGA 1 50 100 0.0 0.001 100 4404 -33 1845.4867531978362 1845.0166579970164 100 TCGA 1 50 100 0.0 0.001 100 4404 -34 1844.586004523537 1842.9494941749765 100 TCGA 1 50 100 0.0 0.001 100 4404 -35 1843.7954552155784 1843.9900662982884 100 TCGA 1 50 100 0.0 0.001 100 4404 -36 1842.4915094163778 1842.9215155366678 100 TCGA 1 50 100 0.0 0.001 100 4404 -37 1841.8352603429075 1840.500825048092 100 TCGA 1 50 100 0.0 0.001 100 4404 -38 1840.609359903013 1840.066555924152 100 TCGA 1 50 100 0.0 0.001 100 4404 -39 1840.3845617339232 1838.6955449856705 100 TCGA 1 50 100 0.0 0.001 100 4404 -40 1838.9322132068442 1843.0213475826397 100 TCGA 1 50 100 0.0 0.001 100 4404 -41 1838.1950904462124 1839.247219986652 100 TCGA 1 50 100 0.0 0.001 100 4404 -42 1837.783781960921 1836.4313541584877 100 TCGA 1 50 100 0.0 0.001 100 4404 -43 1836.9518538418724 1835.427449135325 100 TCGA 1 50 100 0.0 0.001 100 4404 -44 1836.3207221760895 1837.5371228702104 100 TCGA 1 50 100 0.0 0.001 100 4404 -45 1835.6457355072196 1834.5760301752905 100 TCGA 1 50 100 0.0 0.001 100 4404 -46 1834.8956014873966 1834.3093237182004 100 TCGA 1 50 100 0.0 0.001 100 4404 -47 1834.0827273873297 1833.8726444723618 100 TCGA 1 50 100 0.0 0.001 100 4404 -48 1833.5422385081954 1834.343655533527 100 TCGA 1 50 100 0.0 0.001 100 4404 -49 1832.8746966295894 1833.011205318585 100 TCGA 1 50 100 0.0 0.001 100 4404 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index b185d965e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2891.4881287268304 4212.921292252277 100 TCGA 1 50 100 1.0 0.001 100 152 -1 2034.673400054567 2397.236519511621 100 TCGA 1 50 100 1.0 0.001 100 152 -2 1978.6973015961603 2130.629691425879 100 TCGA 1 50 100 1.0 0.001 100 152 -3 1953.0484960730394 2030.2422905543342 100 TCGA 1 50 100 1.0 0.001 100 152 -4 1933.7309649476304 1974.5221137425408 100 TCGA 1 50 100 1.0 0.001 100 152 -5 1921.8865967205638 1947.270456285333 100 TCGA 1 50 100 1.0 0.001 100 152 -6 1912.934822451258 1909.6215697628768 100 TCGA 1 50 100 1.0 0.001 100 152 -7 1906.260000091563 1903.510378430237 100 TCGA 1 50 100 1.0 0.001 100 152 -8 1898.9242706247733 1898.8364589058574 100 TCGA 1 50 100 1.0 0.001 100 152 -9 1893.5769260703273 1894.4366798592573 100 TCGA 1 50 100 1.0 0.001 100 152 -10 1887.9360097311799 1892.8676107588724 100 TCGA 1 50 100 1.0 0.001 100 152 -11 1885.1629096243128 1893.2706133205088 100 TCGA 1 50 100 1.0 0.001 100 152 -12 1880.4875772371663 1879.5484060929648 100 TCGA 1 50 100 1.0 0.001 100 152 -13 1878.2633247260524 1875.3550221812186 100 TCGA 1 50 100 1.0 0.001 100 152 -14 1875.2869592499076 1877.062558888191 100 TCGA 1 50 100 1.0 0.001 100 152 -15 1871.664830388894 1871.610417198296 100 TCGA 1 50 100 1.0 0.001 100 152 -16 1869.382570593947 1870.4025173474795 100 TCGA 1 50 100 1.0 0.001 100 152 -17 1868.680627914209 1867.8098015713333 100 TCGA 1 50 100 1.0 0.001 100 152 -18 1867.5239457561443 1865.9570962723776 100 TCGA 1 50 100 1.0 0.001 100 152 -19 1865.395387772378 1867.4106592532978 100 TCGA 1 50 100 1.0 0.001 100 152 -20 1862.1862339786633 1865.817514697511 100 TCGA 1 50 100 1.0 0.001 100 152 -21 1861.3976306968507 1861.2323053254554 100 TCGA 1 50 100 1.0 0.001 100 152 -22 1858.494090933022 1859.1158201898163 100 TCGA 1 50 100 1.0 0.001 100 152 -23 1857.1528657950892 1856.4820311273163 100 TCGA 1 50 100 1.0 0.001 100 152 -24 1856.15063274906 1855.496448305983 100 TCGA 1 50 100 1.0 0.001 100 152 -25 1855.3227886647462 1852.813273520925 100 TCGA 1 50 100 1.0 0.001 100 152 -26 1853.5582204947102 1854.3708612643295 100 TCGA 1 50 100 1.0 0.001 100 152 -27 1852.0711524947199 1858.6679092483903 100 TCGA 1 50 100 1.0 0.001 100 152 -28 1850.410866353405 1850.5625864920305 100 TCGA 1 50 100 1.0 0.001 100 152 -29 1849.4235722528715 1846.9058770414572 100 TCGA 1 50 100 1.0 0.001 100 152 -30 1848.328665180549 1848.1395809614478 100 TCGA 1 50 100 1.0 0.001 100 152 -31 1847.6686475421452 1849.8262399644707 100 TCGA 1 50 100 1.0 0.001 100 152 -32 1846.0537168373153 1846.8069129828832 100 TCGA 1 50 100 1.0 0.001 100 152 -33 1845.0176862428625 1845.247783104978 100 TCGA 1 50 100 1.0 0.001 100 152 -34 1844.2026520882457 1844.903102548877 100 TCGA 1 50 100 1.0 0.001 100 152 -35 1843.58188057989 1844.932414145925 100 TCGA 1 50 100 1.0 0.001 100 152 -36 1842.8030754742524 1843.4743860906092 100 TCGA 1 50 100 1.0 0.001 100 152 -37 1841.7912461674364 1841.719445003337 100 TCGA 1 50 100 1.0 0.001 100 152 -38 1841.063232667133 1840.5470019776617 100 TCGA 1 50 100 1.0 0.001 100 152 -39 1840.039474083651 1839.9991062490185 100 TCGA 1 50 100 1.0 0.001 100 152 -40 1839.1297781418737 1845.6585282368876 100 TCGA 1 50 100 1.0 0.001 100 152 -41 1838.4304355911304 1838.9725268186637 100 TCGA 1 50 100 1.0 0.001 100 152 -42 1837.51418821103 1837.5699922954616 100 TCGA 1 50 100 1.0 0.001 100 152 -43 1836.5211901472594 1836.894082227544 100 TCGA 1 50 100 1.0 0.001 100 152 -44 1835.6608366090707 1836.4588267264055 100 TCGA 1 50 100 1.0 0.001 100 152 -45 1835.3897984535888 1835.5042374960742 100 TCGA 1 50 100 1.0 0.001 100 152 -46 1834.7564631727262 1834.0169193133636 100 TCGA 1 50 100 1.0 0.001 100 152 -47 1834.3261393510759 1833.4500928715845 100 TCGA 1 50 100 1.0 0.001 100 152 -48 1833.540913011815 1833.7584210113066 100 TCGA 1 50 100 1.0 0.001 100 152 -49 1832.5527618847623 1832.2052572432474 100 TCGA 1 50 100 1.0 0.001 100 152 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 028bb98d3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3235.1322313205033 4862.493193506595 150 TCGA 1 100 100 0.5 0.001 100 8016 -1 2094.5151570342805 2893.9796982961684 150 TCGA 1 100 100 0.5 0.001 100 8016 -2 2008.0338626780244 2357.036726601759 150 TCGA 1 100 100 0.5 0.001 100 8016 -3 1974.8219133665125 2221.2445442544754 150 TCGA 1 100 100 0.5 0.001 100 8016 -4 1954.2710139839521 2180.721763112437 150 TCGA 1 100 100 0.5 0.001 100 8016 -5 1940.8778504010675 2049.3730959484924 150 TCGA 1 100 100 0.5 0.001 100 8016 -6 1931.4759110949883 1984.8788626972755 150 TCGA 1 100 100 0.5 0.001 100 8016 -7 1920.8593358677379 1954.101871049584 150 TCGA 1 100 100 0.5 0.001 100 8016 -8 1914.5408556214638 1964.4261824258008 150 TCGA 1 100 100 0.5 0.001 100 8016 -9 1911.0813424022806 1929.3063817623272 150 TCGA 1 100 100 0.5 0.001 100 8016 -10 1904.3024724940528 1910.9293501197394 150 TCGA 1 100 100 0.5 0.001 100 8016 -11 1900.3260918800447 1899.2138052322157 150 TCGA 1 100 100 0.5 0.001 100 8016 -12 1895.385995348166 1898.3608067191426 150 TCGA 1 100 100 0.5 0.001 100 8016 -13 1894.4104224093353 1897.6186946696373 150 TCGA 1 100 100 0.5 0.001 100 8016 -14 1889.4679440961297 1892.3365386502826 150 TCGA 1 100 100 0.5 0.001 100 8016 -15 1886.4249475229824 1885.5033676684202 150 TCGA 1 100 100 0.5 0.001 100 8016 -16 1883.8088281620612 1886.8591584632145 150 TCGA 1 100 100 0.5 0.001 100 8016 -17 1881.9405077067665 1894.2882417458386 150 TCGA 1 100 100 0.5 0.001 100 8016 -18 1879.5793835818467 1882.6469947393216 150 TCGA 1 100 100 0.5 0.001 100 8016 -19 1877.6323061514172 1895.859097121349 150 TCGA 1 100 100 0.5 0.001 100 8016 -20 1874.831069852614 1877.362050118758 150 TCGA 1 100 100 0.5 0.001 100 8016 -21 1874.4756953906556 1873.580660872723 150 TCGA 1 100 100 0.5 0.001 100 8016 -22 1872.8448883782196 1876.0503604448022 150 TCGA 1 100 100 0.5 0.001 100 8016 -23 1870.2265762480686 1874.250344127866 150 TCGA 1 100 100 0.5 0.001 100 8016 -24 1868.1241146598175 1871.4431962056376 150 TCGA 1 100 100 0.5 0.001 100 8016 -25 1867.4982218120178 1874.351772902599 150 TCGA 1 100 100 0.5 0.001 100 8016 -26 1866.506030878407 1869.697905420658 150 TCGA 1 100 100 0.5 0.001 100 8016 -27 1864.496302982249 1868.358941926429 150 TCGA 1 100 100 0.5 0.001 100 8016 -28 1863.6294858761964 1868.22881681356 150 TCGA 1 100 100 0.5 0.001 100 8016 -29 1861.751726315934 1864.7099738192917 150 TCGA 1 100 100 0.5 0.001 100 8016 -30 1860.3844155057066 1865.3014590776147 150 TCGA 1 100 100 0.5 0.001 100 8016 -31 1859.5091981254448 1861.731021440209 150 TCGA 1 100 100 0.5 0.001 100 8016 -32 1857.9083119513853 1868.4079086840452 150 TCGA 1 100 100 0.5 0.001 100 8016 -33 1857.2107011258754 1859.3260780219457 150 TCGA 1 100 100 0.5 0.001 100 8016 -34 1856.167258987231 1857.5849210652873 150 TCGA 1 100 100 0.5 0.001 100 8016 -35 1855.2545251992149 1859.6968828517588 150 TCGA 1 100 100 0.5 0.001 100 8016 -36 1854.334664189053 1856.9828690572 150 TCGA 1 100 100 0.5 0.001 100 8016 -37 1853.2798242067597 1860.8778787737515 150 TCGA 1 100 100 0.5 0.001 100 8016 -38 1852.2793444822855 1854.3700809957993 150 TCGA 1 100 100 0.5 0.001 100 8016 -39 1851.2152104787042 1852.865248483629 150 TCGA 1 100 100 0.5 0.001 100 8016 -40 1849.9565358290197 1853.2444730979114 150 TCGA 1 100 100 0.5 0.001 100 8016 -41 1850.1302339945778 1853.0070101483982 150 TCGA 1 100 100 0.5 0.001 100 8016 -42 1849.3918267501388 1851.0030959239557 150 TCGA 1 100 100 0.5 0.001 100 8016 -43 1847.8432806581109 1850.7247204037767 150 TCGA 1 100 100 0.5 0.001 100 8016 -44 1847.1666081544877 1851.0538440493483 150 TCGA 1 100 100 0.5 0.001 100 8016 -45 1846.0698087266253 1850.9703792399498 150 TCGA 1 100 100 0.5 0.001 100 8016 -46 1844.9463957360658 1848.4857870897456 150 TCGA 1 100 100 0.5 0.001 100 8016 -47 1844.4507294024777 1846.9276331609217 150 TCGA 1 100 100 0.5 0.001 100 8016 -48 1843.8082492988895 1846.3075803823806 150 TCGA 1 100 100 0.5 0.001 100 8016 -49 1843.377402314864 1845.9043263190954 150 TCGA 1 100 100 0.5 0.001 100 8016 -50 1843.1526737853956 1847.4722808377826 150 TCGA 1 100 100 0.5 0.001 100 8016 -51 1842.1349406437705 1844.6908308633008 150 TCGA 1 100 100 0.5 0.001 100 8016 -52 1841.3548357393315 1845.8589725973618 150 TCGA 1 100 100 0.5 0.001 100 8016 -53 1840.8172541611002 1843.183110989518 150 TCGA 1 100 100 0.5 0.001 100 8016 -54 1840.0874131759745 1843.2251841482805 150 TCGA 1 100 100 0.5 0.001 100 8016 -55 1839.8314341696155 1843.218420594182 150 TCGA 1 100 100 0.5 0.001 100 8016 -56 1838.783999967953 1842.7257239566975 150 TCGA 1 100 100 0.5 0.001 100 8016 -57 1838.4290716301346 1842.3189016370918 150 TCGA 1 100 100 0.5 0.001 100 8016 -58 1838.1836862803596 1841.2553827487045 150 TCGA 1 100 100 0.5 0.001 100 8016 -59 1837.4454944132428 1840.6096823227465 150 TCGA 1 100 100 0.5 0.001 100 8016 -60 1836.6992110380013 1838.9383422238143 150 TCGA 1 100 100 0.5 0.001 100 8016 -61 1835.9646771108748 1839.2509096998665 150 TCGA 1 100 100 0.5 0.001 100 8016 -62 1835.2757426927312 1839.8438935399654 150 TCGA 1 100 100 0.5 0.001 100 8016 -63 1834.8155825921822 1839.2210288503063 150 TCGA 1 100 100 0.5 0.001 100 8016 -64 1835.017872052981 1839.9288722666065 150 TCGA 1 100 100 0.5 0.001 100 8016 -65 1834.011665024892 1837.4643511748195 150 TCGA 1 100 100 0.5 0.001 100 8016 -66 1833.636949278811 1836.7812935527245 150 TCGA 1 100 100 0.5 0.001 100 8016 -67 1833.333458828173 1838.470642396553 150 TCGA 1 100 100 0.5 0.001 100 8016 -68 1832.599373205257 1835.4545579459798 150 TCGA 1 100 100 0.5 0.001 100 8016 -69 1832.3569878911264 1836.5387938226288 150 TCGA 1 100 100 0.5 0.001 100 8016 -70 1831.463658323138 1838.070421075102 150 TCGA 1 100 100 0.5 0.001 100 8016 -71 1831.2373927078393 1834.2367243934516 150 TCGA 1 100 100 0.5 0.001 100 8016 -72 1830.6356865412051 1834.0286386767823 150 TCGA 1 100 100 0.5 0.001 100 8016 -73 1830.3342314995962 1834.3421753543107 150 TCGA 1 100 100 0.5 0.001 100 8016 -74 1829.6628097770922 1834.3666961516567 150 TCGA 1 100 100 0.5 0.001 100 8016 -75 1829.5917452482097 1833.7040365401224 150 TCGA 1 100 100 0.5 0.001 100 8016 -76 1829.2995774560454 1832.4124645444017 150 TCGA 1 100 100 0.5 0.001 100 8016 -77 1828.7925968708796 1833.0782059712626 150 TCGA 1 100 100 0.5 0.001 100 8016 -78 1828.1748644759286 1831.5846395061244 150 TCGA 1 100 100 0.5 0.001 100 8016 -79 1827.860936788752 1831.410551905033 150 TCGA 1 100 100 0.5 0.001 100 8016 -80 1827.538435484525 1831.0962435468357 150 TCGA 1 100 100 0.5 0.001 100 8016 -81 1827.3311752045124 1830.9515503543107 150 TCGA 1 100 100 0.5 0.001 100 8016 -82 1826.8650382776748 1832.9211119071922 150 TCGA 1 100 100 0.5 0.001 100 8016 -83 1826.4063623144978 1839.0192595055355 150 TCGA 1 100 100 0.5 0.001 100 8016 -84 1826.1798915954582 1831.4605038130103 150 TCGA 1 100 100 0.5 0.001 100 8016 -85 1825.9692650143622 1829.4810097852544 150 TCGA 1 100 100 0.5 0.001 100 8016 -86 1825.4441819700337 1829.361399281564 150 TCGA 1 100 100 0.5 0.001 100 8016 -87 1825.1847691757896 1829.049863575691 150 TCGA 1 100 100 0.5 0.001 100 8016 -88 1824.7292284398675 1828.4076283517195 150 TCGA 1 100 100 0.5 0.001 100 8016 -89 1824.5261333749581 1830.3067485866834 150 TCGA 1 100 100 0.5 0.001 100 8016 -90 1824.205824649205 1828.673997428549 150 TCGA 1 100 100 0.5 0.001 100 8016 -91 1823.8447543856475 1827.9446543017823 150 TCGA 1 100 100 0.5 0.001 100 8016 -92 1823.5350388532133 1826.6896322432474 150 TCGA 1 100 100 0.5 0.001 100 8016 -93 1823.1846624068455 1826.6246626197394 150 TCGA 1 100 100 0.5 0.001 100 8016 -94 1822.8457270376464 1828.2996206619032 150 TCGA 1 100 100 0.5 0.001 100 8016 -95 1822.464416701475 1825.887376334799 150 TCGA 1 100 100 0.5 0.001 100 8016 -96 1822.2404910919056 1826.6287749784076 150 TCGA 1 100 100 0.5 0.001 100 8016 -97 1821.9920804721728 1826.7278390242227 150 TCGA 1 100 100 0.5 0.001 100 8016 -98 1821.576139228447 1825.461376094339 150 TCGA 1 100 100 0.5 0.001 100 8016 -99 1821.4136856475943 1824.8230011139683 150 TCGA 1 100 100 0.5 0.001 100 8016 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index 821fd8d06..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3245.491976005928 5030.362559869661 150 TCGA 1 100 100 0.0 0.001 100 6118 -1 2095.2222945763338 3180.717636031721 150 TCGA 1 100 100 0.0 0.001 100 6118 -2 2007.0609646854768 2482.054936547974 150 TCGA 1 100 100 0.0 0.001 100 6118 -3 1973.375065075099 2249.838824248194 150 TCGA 1 100 100 0.0 0.001 100 6118 -4 1954.8743743743198 2016.912157835074 150 TCGA 1 100 100 0.0 0.001 100 6118 -5 1941.7418211664335 2029.1472370396907 150 TCGA 1 100 100 0.0 0.001 100 6118 -6 1932.3713186106281 1948.0637292909862 150 TCGA 1 100 100 0.0 0.001 100 6118 -7 1921.111579269101 1971.0988941288474 150 TCGA 1 100 100 0.0 0.001 100 6118 -8 1914.9280584424532 1914.9587623174466 150 TCGA 1 100 100 0.0 0.001 100 6118 -9 1909.7980817643004 1911.6532105105607 150 TCGA 1 100 100 0.0 0.001 100 6118 -10 1903.829062593743 1912.6786778128926 150 TCGA 1 100 100 0.0 0.001 100 6118 -11 1898.8556568355668 1898.111251447668 150 TCGA 1 100 100 0.0 0.001 100 6118 -12 1896.2769515008476 1891.183454503965 150 TCGA 1 100 100 0.0 0.001 100 6118 -13 1892.130042843287 1890.0900707149026 150 TCGA 1 100 100 0.0 0.001 100 6118 -14 1889.990728733196 1886.538125196294 150 TCGA 1 100 100 0.0 0.001 100 6118 -15 1887.1458766531473 1882.2647067122723 150 TCGA 1 100 100 0.0 0.001 100 6118 -16 1883.7672341099035 1887.7286229732647 150 TCGA 1 100 100 0.0 0.001 100 6118 -17 1881.499415918285 1891.226268672464 150 TCGA 1 100 100 0.0 0.001 100 6118 -18 1880.135557140406 1889.8455117383794 150 TCGA 1 100 100 0.0 0.001 100 6118 -19 1878.1112133034212 1876.655328645179 150 TCGA 1 100 100 0.0 0.001 100 6118 -20 1876.2980577153996 1882.409108530936 150 TCGA 1 100 100 0.0 0.001 100 6118 -21 1873.8508446709707 1871.2415734679255 150 TCGA 1 100 100 0.0 0.001 100 6118 -22 1872.5032000025942 1872.3496756242148 150 TCGA 1 100 100 0.0 0.001 100 6118 -23 1870.358554748542 1869.7304804049545 150 TCGA 1 100 100 0.0 0.001 100 6118 -24 1869.3521601935292 1875.830391581933 150 TCGA 1 100 100 0.0 0.001 100 6118 -25 1866.890343621049 1867.563772230292 150 TCGA 1 100 100 0.0 0.001 100 6118 -26 1865.9652953379414 1865.5878881713254 150 TCGA 1 100 100 0.0 0.001 100 6118 -27 1865.2589891112027 1868.771769614675 150 TCGA 1 100 100 0.0 0.001 100 6118 -28 1863.8253676743097 1863.0119230184123 150 TCGA 1 100 100 0.0 0.001 100 6118 -29 1862.1342954383338 1862.1222445233982 150 TCGA 1 100 100 0.0 0.001 100 6118 -30 1860.7327733023355 1862.45252262288 150 TCGA 1 100 100 0.0 0.001 100 6118 -31 1859.792442889788 1857.1346484620367 150 TCGA 1 100 100 0.0 0.001 100 6118 -32 1859.3264626555044 1856.8410319419363 150 TCGA 1 100 100 0.0 0.001 100 6118 -33 1857.5324180680523 1856.6736723166614 150 TCGA 1 100 100 0.0 0.001 100 6118 -34 1856.1514562433726 1860.450565817368 150 TCGA 1 100 100 0.0 0.001 100 6118 -35 1855.2197606124732 1855.4859367638976 150 TCGA 1 100 100 0.0 0.001 100 6118 -36 1854.7977293559331 1855.29307364459 150 TCGA 1 100 100 0.0 0.001 100 6118 -37 1853.1212041024346 1853.109081172464 150 TCGA 1 100 100 0.0 0.001 100 6118 -38 1852.5369201040198 1850.5849456020337 150 TCGA 1 100 100 0.0 0.001 100 6118 -39 1851.5297441164262 1851.7227985631282 150 TCGA 1 100 100 0.0 0.001 100 6118 -40 1850.7969777630647 1851.3511183848932 150 TCGA 1 100 100 0.0 0.001 100 6118 -41 1850.2214725399433 1850.366925570234 150 TCGA 1 100 100 0.0 0.001 100 6118 -42 1848.9544938116524 1850.7788116608433 150 TCGA 1 100 100 0.0 0.001 100 6118 -43 1847.8494016688003 1851.2684651283762 150 TCGA 1 100 100 0.0 0.001 100 6118 -44 1847.0457647719386 1847.5288484659627 150 TCGA 1 100 100 0.0 0.001 100 6118 -45 1846.4550610523243 1846.6256802812893 150 TCGA 1 100 100 0.0 0.001 100 6118 -46 1845.8168126151077 1846.0513971223304 150 TCGA 1 100 100 0.0 0.001 100 6118 -47 1845.0063395491136 1844.99278067584 150 TCGA 1 100 100 0.0 0.001 100 6118 -48 1844.8582786017596 1845.4537163355842 150 TCGA 1 100 100 0.0 0.001 100 6118 -49 1843.9038718839165 1842.9125473559202 150 TCGA 1 100 100 0.0 0.001 100 6118 -50 1843.0667525950466 1842.419563638505 150 TCGA 1 100 100 0.0 0.001 100 6118 -51 1841.8826610259891 1842.9451885894316 150 TCGA 1 100 100 0.0 0.001 100 6118 -52 1841.7135810805214 1840.3788148506203 150 TCGA 1 100 100 0.0 0.001 100 6118 -53 1840.9793305897874 1839.7773443634187 150 TCGA 1 100 100 0.0 0.001 100 6118 -54 1840.6958799450535 1840.9693241598618 150 TCGA 1 100 100 0.0 0.001 100 6118 -55 1839.8940246425339 1839.723248199003 150 TCGA 1 100 100 0.0 0.001 100 6118 -56 1839.4538614550052 1840.7113055511934 150 TCGA 1 100 100 0.0 0.001 100 6118 -57 1838.617373446373 1838.5487563550173 150 TCGA 1 100 100 0.0 0.001 100 6118 -58 1838.2431765025262 1838.912808058849 150 TCGA 1 100 100 0.0 0.001 100 6118 -59 1837.5306530967464 1837.864642425997 150 TCGA 1 100 100 0.0 0.001 100 6118 -60 1836.8449650485677 1836.888358418067 150 TCGA 1 100 100 0.0 0.001 100 6118 -61 1836.370514600694 1835.6838759225816 150 TCGA 1 100 100 0.0 0.001 100 6118 -62 1835.7371890620204 1836.9425275793028 150 TCGA 1 100 100 0.0 0.001 100 6118 -63 1835.10068142458 1834.6137952948336 150 TCGA 1 100 100 0.0 0.001 100 6118 -64 1834.8966036248464 1834.764124577968 150 TCGA 1 100 100 0.0 0.001 100 6118 -65 1834.8041580835481 1834.419207242266 150 TCGA 1 100 100 0.0 0.001 100 6118 -66 1833.708865261408 1834.8239899448413 150 TCGA 1 100 100 0.0 0.001 100 6118 -67 1833.8074506982548 1832.972002345713 150 TCGA 1 100 100 0.0 0.001 100 6118 -68 1833.0994329936857 1833.079632783056 150 TCGA 1 100 100 0.0 0.001 100 6118 -69 1832.6624254034439 1832.942090211801 150 TCGA 1 100 100 0.0 0.001 100 6118 -70 1831.9902312002725 1832.6241878336998 150 TCGA 1 100 100 0.0 0.001 100 6118 -71 1831.3332655104373 1831.2364078694252 150 TCGA 1 100 100 0.0 0.001 100 6118 -72 1831.403771954943 1833.5295060507617 150 TCGA 1 100 100 0.0 0.001 100 6118 -73 1830.6335322365908 1831.077847121349 150 TCGA 1 100 100 0.0 0.001 100 6118 -74 1829.9752351369345 1832.1819510148398 150 TCGA 1 100 100 0.0 0.001 100 6118 -75 1830.1058991367574 1832.2181163385285 150 TCGA 1 100 100 0.0 0.001 100 6118 -76 1829.6364433389913 1833.35519945921 150 TCGA 1 100 100 0.0 0.001 100 6118 -77 1829.1013324480793 1830.5525589372644 150 TCGA 1 100 100 0.0 0.001 100 6118 -78 1829.0529753953992 1829.0701137523556 150 TCGA 1 100 100 0.0 0.001 100 6118 -79 1828.358367398749 1828.4162879828832 150 TCGA 1 100 100 0.0 0.001 100 6118 -80 1828.2882088117135 1829.3077895581423 150 TCGA 1 100 100 0.0 0.001 100 6118 -81 1827.6461005872457 1828.1543030091866 150 TCGA 1 100 100 0.0 0.001 100 6118 -82 1827.3557051241246 1827.3984006948806 150 TCGA 1 100 100 0.0 0.001 100 6118 -83 1826.8142769480673 1826.8334378189777 150 TCGA 1 100 100 0.0 0.001 100 6118 -84 1826.5475324819577 1826.7032703802215 150 TCGA 1 100 100 0.0 0.001 100 6118 -85 1826.2816170965912 1828.632164116481 150 TCGA 1 100 100 0.0 0.001 100 6118 -86 1825.8586384904931 1825.8577414661197 150 TCGA 1 100 100 0.0 0.001 100 6118 -87 1825.574604445316 1826.299566067643 150 TCGA 1 100 100 0.0 0.001 100 6118 -88 1825.1726650711096 1825.0166751727386 150 TCGA 1 100 100 0.0 0.001 100 6118 -89 1824.8609700893262 1824.9417190935144 150 TCGA 1 100 100 0.0 0.001 100 6118 -90 1824.3053715788155 1826.7740300624214 150 TCGA 1 100 100 0.0 0.001 100 6118 -91 1824.2815049455985 1824.981152711801 150 TCGA 1 100 100 0.0 0.001 100 6118 -92 1824.1392567333653 1825.516607083268 150 TCGA 1 100 100 0.0 0.001 100 6118 -93 1823.5459860627013 1824.2806181787846 150 TCGA 1 100 100 0.0 0.001 100 6118 -94 1823.2866845746726 1822.4343273987124 150 TCGA 1 100 100 0.0 0.001 100 6118 -95 1822.8175619052768 1823.2742189953674 150 TCGA 1 100 100 0.0 0.001 100 6118 -96 1822.6005944806507 1822.4999460191582 150 TCGA 1 100 100 0.0 0.001 100 6118 -97 1822.5003834062422 1826.4299966630026 150 TCGA 1 100 100 0.0 0.001 100 6118 -98 1822.0661368614356 1822.501140345281 150 TCGA 1 100 100 0.0 0.001 100 6118 -99 1821.9682957414725 1822.1405354408762 150 TCGA 1 100 100 0.0 0.001 100 6118 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index 6434b0c81..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3236.7508752982335 4496.312698747644 150 TCGA 1 100 100 1.0 0.001 100 5360 -1 2093.6246688881947 3410.2544988124214 150 TCGA 1 100 100 1.0 0.001 100 5360 -2 2003.998134854463 2327.230476111024 150 TCGA 1 100 100 1.0 0.001 100 5360 -3 1975.7459663248899 2074.7886748194096 150 TCGA 1 100 100 1.0 0.001 100 5360 -4 1953.2065425463613 2104.629005623822 150 TCGA 1 100 100 1.0 0.001 100 5360 -5 1941.4202600039066 2071.784767342572 150 TCGA 1 100 100 1.0 0.001 100 5360 -6 1931.955471818449 1965.6661855419677 150 TCGA 1 100 100 1.0 0.001 100 5360 -7 1921.1990713499954 1944.9275577104272 150 TCGA 1 100 100 1.0 0.001 100 5360 -8 1913.445228730798 1925.639272411864 150 TCGA 1 100 100 1.0 0.001 100 5360 -9 1909.407323630131 1925.792270066151 150 TCGA 1 100 100 1.0 0.001 100 5360 -10 1902.8984358785726 1908.052852151382 150 TCGA 1 100 100 1.0 0.001 100 5360 -11 1899.0044107318977 1902.2279199954853 150 TCGA 1 100 100 1.0 0.001 100 5360 -12 1896.142980593232 1891.7338535941426 150 TCGA 1 100 100 1.0 0.001 100 5360 -13 1892.3842750410506 1892.036813707208 150 TCGA 1 100 100 1.0 0.001 100 5360 -14 1888.9435102903678 1889.2185549328674 150 TCGA 1 100 100 1.0 0.001 100 5360 -15 1886.6571990254868 1884.1006681355998 150 TCGA 1 100 100 1.0 0.001 100 5360 -16 1884.2957985630285 1894.7178813991834 150 TCGA 1 100 100 1.0 0.001 100 5360 -17 1882.045496555162 1891.1743065915516 150 TCGA 1 100 100 1.0 0.001 100 5360 -18 1879.6847324279793 1878.308490082247 150 TCGA 1 100 100 1.0 0.001 100 5360 -19 1877.7332177369212 1873.3550620534313 150 TCGA 1 100 100 1.0 0.001 100 5360 -20 1876.0750907645026 1889.5255967336684 150 TCGA 1 100 100 1.0 0.001 100 5360 -21 1874.2264035047465 1877.5555849314935 150 TCGA 1 100 100 1.0 0.001 100 5360 -22 1872.0071921609904 1879.009646008362 150 TCGA 1 100 100 1.0 0.001 100 5360 -23 1869.7347500265969 1870.4207229997644 150 TCGA 1 100 100 1.0 0.001 100 5360 -24 1869.1851670931248 1867.681875564345 150 TCGA 1 100 100 1.0 0.001 100 5360 -25 1867.3363104964064 1869.8849398358982 150 TCGA 1 100 100 1.0 0.001 100 5360 -26 1866.1577117507752 1865.255093215099 150 TCGA 1 100 100 1.0 0.001 100 5360 -27 1863.8649350785959 1865.061352293695 150 TCGA 1 100 100 1.0 0.001 100 5360 -28 1863.8169696074217 1861.1732993581188 150 TCGA 1 100 100 1.0 0.001 100 5360 -29 1861.6986442605942 1862.3828861102386 150 TCGA 1 100 100 1.0 0.001 100 5360 -30 1860.4600579915057 1860.696998174466 150 TCGA 1 100 100 1.0 0.001 100 5360 -31 1860.2308496491612 1861.1205846125158 150 TCGA 1 100 100 1.0 0.001 100 5360 -32 1858.8030458661724 1857.6395404758166 150 TCGA 1 100 100 1.0 0.001 100 5360 -33 1857.678577162935 1858.5835917870604 150 TCGA 1 100 100 1.0 0.001 100 5360 -34 1856.7572580399903 1859.4336121525596 150 TCGA 1 100 100 1.0 0.001 100 5360 -35 1856.034504681483 1857.564354978015 150 TCGA 1 100 100 1.0 0.001 100 5360 -36 1854.3528468066766 1856.27753084269 150 TCGA 1 100 100 1.0 0.001 100 5360 -37 1853.3286242088525 1854.2490817122723 150 TCGA 1 100 100 1.0 0.001 100 5360 -38 1852.5034022313673 1853.4595640556297 150 TCGA 1 100 100 1.0 0.001 100 5360 -39 1851.2244725892128 1851.8912065208856 150 TCGA 1 100 100 1.0 0.001 100 5360 -40 1851.0102416161035 1848.6359636316347 150 TCGA 1 100 100 1.0 0.001 100 5360 -41 1849.7009629425106 1852.081125844064 150 TCGA 1 100 100 1.0 0.001 100 5360 -42 1849.0029011422043 1851.4229251727386 150 TCGA 1 100 100 1.0 0.001 100 5360 -43 1848.2458259147356 1849.8923738565877 150 TCGA 1 100 100 1.0 0.001 100 5360 -44 1847.470202008586 1849.271728515625 150 TCGA 1 100 100 1.0 0.001 100 5360 -45 1846.529662077655 1846.2391664131203 150 TCGA 1 100 100 1.0 0.001 100 5360 -46 1846.0568981730576 1846.0325663964354 150 TCGA 1 100 100 1.0 0.001 100 5360 -47 1844.8192901015216 1844.4063671629633 150 TCGA 1 100 100 1.0 0.001 100 5360 -48 1844.271419054643 1850.839763392156 150 TCGA 1 100 100 1.0 0.001 100 5360 -49 1843.6521306072498 1843.7039672238143 150 TCGA 1 100 100 1.0 0.001 100 5360 -50 1843.0988327658247 1844.020163684634 150 TCGA 1 100 100 1.0 0.001 100 5360 -51 1842.6503623658384 1843.19395255084 150 TCGA 1 100 100 1.0 0.001 100 5360 -52 1841.6751691543811 1842.0930617442682 150 TCGA 1 100 100 1.0 0.001 100 5360 -53 1840.9409790379698 1841.620562529444 150 TCGA 1 100 100 1.0 0.001 100 5360 -54 1840.0537212110814 1840.159101169912 150 TCGA 1 100 100 1.0 0.001 100 5360 -55 1839.3888163591605 1842.106571676743 150 TCGA 1 100 100 1.0 0.001 100 5360 -56 1839.139649336779 1838.310251207208 150 TCGA 1 100 100 1.0 0.001 100 5360 -57 1838.603254398074 1840.4253046237045 150 TCGA 1 100 100 1.0 0.001 100 5360 -58 1838.0646974155047 1838.0212285794205 150 TCGA 1 100 100 1.0 0.001 100 5360 -59 1837.0623775890515 1838.4894258892116 150 TCGA 1 100 100 1.0 0.001 100 5360 -60 1836.7062373773929 1837.234814821176 150 TCGA 1 100 100 1.0 0.001 100 5360 -61 1836.4667480823011 1836.9711460132694 150 TCGA 1 100 100 1.0 0.001 100 5360 -62 1836.0599347248794 1838.9784536697157 150 TCGA 1 100 100 1.0 0.001 100 5360 -63 1835.3179498896666 1834.7522083071608 150 TCGA 1 100 100 1.0 0.001 100 5360 -64 1834.9921439667207 1835.043360724521 150 TCGA 1 100 100 1.0 0.001 100 5360 -65 1833.9851640764525 1835.4178785774577 150 TCGA 1 100 100 1.0 0.001 100 5360 -66 1833.5884497857862 1834.412890256949 150 TCGA 1 100 100 1.0 0.001 100 5360 -67 1833.3078974355396 1834.798393211173 150 TCGA 1 100 100 1.0 0.001 100 5360 -68 1832.8018302180856 1833.8696908615343 150 TCGA 1 100 100 1.0 0.001 100 5360 -69 1832.6417727797727 1833.0019212272298 150 TCGA 1 100 100 1.0 0.001 100 5360 -70 1831.9779852002657 1832.004187809163 150 TCGA 1 100 100 1.0 0.001 100 5360 -71 1831.5255575230085 1832.3142881153815 150 TCGA 1 100 100 1.0 0.001 100 5360 -72 1830.8435165825958 1831.9146305256752 150 TCGA 1 100 100 1.0 0.001 100 5360 -73 1830.848750250163 1831.917945440091 150 TCGA 1 100 100 1.0 0.001 100 5360 -74 1830.1658881862643 1831.306211231941 150 TCGA 1 100 100 1.0 0.001 100 5360 -75 1829.7648905070582 1830.6219132773242 150 TCGA 1 100 100 1.0 0.001 100 5360 -76 1829.5875371810994 1829.7853942564384 150 TCGA 1 100 100 1.0 0.001 100 5360 -77 1828.857073036498 1829.292222219496 150 TCGA 1 100 100 1.0 0.001 100 5360 -78 1828.3730623943757 1828.7138647338254 150 TCGA 1 100 100 1.0 0.001 100 5360 -79 1827.8838760881822 1830.3513208130496 150 TCGA 1 100 100 1.0 0.001 100 5360 -80 1827.7404340966923 1828.6044750117776 150 TCGA 1 100 100 1.0 0.001 100 5360 -81 1827.4411086431503 1828.8451964411904 150 TCGA 1 100 100 1.0 0.001 100 5360 -82 1827.1391978169647 1827.8371588165437 150 TCGA 1 100 100 1.0 0.001 100 5360 -83 1826.6263800798909 1829.1297300712547 150 TCGA 1 100 100 1.0 0.001 100 5360 -84 1826.5451765480898 1828.2013706226444 150 TCGA 1 100 100 1.0 0.001 100 5360 -85 1825.9745790175207 1826.7528916555434 150 TCGA 1 100 100 1.0 0.001 100 5360 -86 1825.5727733633776 1826.7492129838647 150 TCGA 1 100 100 1.0 0.001 100 5360 -87 1825.4188701409503 1826.293711599992 150 TCGA 1 100 100 1.0 0.001 100 5360 -88 1825.069852464286 1828.2604796443154 150 TCGA 1 100 100 1.0 0.001 100 5360 -89 1824.855588762871 1827.2706838636543 150 TCGA 1 100 100 1.0 0.001 100 5360 -90 1824.3372398467584 1826.3270962969143 150 TCGA 1 100 100 1.0 0.001 100 5360 -91 1824.0974999525836 1824.9577538571766 150 TCGA 1 100 100 1.0 0.001 100 5360 -92 1823.7250570660658 1825.0787157221655 150 TCGA 1 100 100 1.0 0.001 100 5360 -93 1823.4669270388235 1825.1268598853644 150 TCGA 1 100 100 1.0 0.001 100 5360 -94 1822.9868765080637 1824.4574992884343 150 TCGA 1 100 100 1.0 0.001 100 5360 -95 1822.9507326589576 1824.3127306454146 150 TCGA 1 100 100 1.0 0.001 100 5360 -96 1822.5984810659802 1823.2952537344927 150 TCGA 1 100 100 1.0 0.001 100 5360 -97 1822.3129219117343 1823.9163247880026 150 TCGA 1 100 100 1.0 0.001 100 5360 -98 1822.3195925045259 1823.2984563932946 150 TCGA 1 100 100 1.0 0.001 100 5360 -99 1821.8495976843728 1822.6056116765467 150 TCGA 1 100 100 1.0 0.001 100 5360 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 84436e2ac..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3236.458515441874 4758.009009893216 150 TCGA 1 50 100 0.5 0.001 100 7044 -1 2095.232797146855 3968.990426988458 150 TCGA 1 50 100 0.5 0.001 100 7044 -2 2006.2258043260445 2650.2873277520416 150 TCGA 1 50 100 0.5 0.001 100 7044 -3 1975.3943369648582 2204.3299431728956 150 TCGA 1 50 100 0.5 0.001 100 7044 -4 1959.636406809188 2021.434865980292 150 TCGA 1 50 100 0.5 0.001 100 7044 -5 1944.3629337604164 2038.3668219024812 150 TCGA 1 50 100 0.5 0.001 100 7044 -6 1931.9838289877628 1996.460351071765 150 TCGA 1 50 100 0.5 0.001 100 7044 -7 1922.5386518292535 1926.917021018177 150 TCGA 1 50 100 0.5 0.001 100 7044 -8 1915.830639697489 1932.2812825111887 150 TCGA 1 50 100 0.5 0.001 100 7044 -9 1909.1856038020862 1911.949345114243 150 TCGA 1 50 100 0.5 0.001 100 7044 -10 1905.130075803225 1915.6007349982333 150 TCGA 1 50 100 0.5 0.001 100 7044 -11 1900.1443680036093 1904.508370097558 150 TCGA 1 50 100 0.5 0.001 100 7044 -12 1895.263388765618 1898.4439592984454 150 TCGA 1 50 100 0.5 0.001 100 7044 -13 1891.7901347267107 1916.4909091355214 150 TCGA 1 50 100 0.5 0.001 100 7044 -14 1887.932010078792 1891.3365815895886 150 TCGA 1 50 100 0.5 0.001 100 7044 -15 1886.629632445049 1893.2897157908685 150 TCGA 1 50 100 0.5 0.001 100 7044 -16 1884.0269736558123 1882.7528376747016 150 TCGA 1 50 100 0.5 0.001 100 7044 -17 1881.8880052639977 1880.8124079872016 150 TCGA 1 50 100 0.5 0.001 100 7044 -18 1878.6525466736705 1878.6649360081658 150 TCGA 1 50 100 0.5 0.001 100 7044 -19 1876.821911649707 1879.6932458925487 150 TCGA 1 50 100 0.5 0.001 100 7044 -20 1875.7663812118924 1874.5651346331265 150 TCGA 1 50 100 0.5 0.001 100 7044 -21 1873.994082526126 1877.0782930767116 150 TCGA 1 50 100 0.5 0.001 100 7044 -22 1871.844300440505 1870.8623807514134 150 TCGA 1 50 100 0.5 0.001 100 7044 -23 1869.3265688658053 1871.1188247143923 150 TCGA 1 50 100 0.5 0.001 100 7044 -24 1868.6370295599004 1872.708034189502 150 TCGA 1 50 100 0.5 0.001 100 7044 -25 1866.9027055190443 1883.2778209897142 150 TCGA 1 50 100 0.5 0.001 100 7044 -26 1865.3297117233064 1866.0691298288316 150 TCGA 1 50 100 0.5 0.001 100 7044 -27 1864.0976456221572 1866.5866429314542 150 TCGA 1 50 100 0.5 0.001 100 7044 -28 1863.1237567195217 1871.1383700730214 150 TCGA 1 50 100 0.5 0.001 100 7044 -29 1861.2315839377216 1864.1080917281722 150 TCGA 1 50 100 0.5 0.001 100 7044 -30 1859.8374413806341 1864.7356496839668 150 TCGA 1 50 100 0.5 0.001 100 7044 -31 1859.6339277149723 1859.0540029247802 150 TCGA 1 50 100 0.5 0.001 100 7044 -32 1858.041004247758 1865.0923925045147 150 TCGA 1 50 100 0.5 0.001 100 7044 -33 1856.7731724170744 1857.1656696568782 150 TCGA 1 50 100 0.5 0.001 100 7044 -34 1856.2561245805546 1860.1110189619974 150 TCGA 1 50 100 0.5 0.001 100 7044 -35 1855.1292673377723 1855.9582120809123 150 TCGA 1 50 100 0.5 0.001 100 7044 -36 1853.672777371982 1862.8654582728093 150 TCGA 1 50 100 0.5 0.001 100 7044 -37 1853.0389367371934 1854.6592864223462 150 TCGA 1 50 100 0.5 0.001 100 7044 -38 1852.618727869561 1854.170467204185 150 TCGA 1 50 100 0.5 0.001 100 7044 -39 1851.3002011060369 1852.8733738271435 150 TCGA 1 50 100 0.5 0.001 100 7044 -40 1849.8791726954694 1853.055382503337 150 TCGA 1 50 100 0.5 0.001 100 7044 -41 1849.1008728483796 1851.0492526107098 150 TCGA 1 50 100 0.5 0.001 100 7044 -42 1848.247647663248 1851.1070765202967 150 TCGA 1 50 100 0.5 0.001 100 7044 -43 1848.2982048701463 1848.3244322196922 150 TCGA 1 50 100 0.5 0.001 100 7044 -44 1847.3599949847483 1850.922242437775 150 TCGA 1 50 100 0.5 0.001 100 7044 -45 1846.8382619591027 1848.2607342130575 150 TCGA 1 50 100 0.5 0.001 100 7044 -46 1845.3774478647083 1850.0466480350974 150 TCGA 1 50 100 0.5 0.001 100 7044 -47 1844.6068007593403 1846.0121665456188 150 TCGA 1 50 100 0.5 0.001 100 7044 -48 1844.0250947349557 1845.5374166977465 150 TCGA 1 50 100 0.5 0.001 100 7044 -49 1843.3835727722733 1845.1256121918184 150 TCGA 1 50 100 0.5 0.001 100 7044 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index 5289448ea..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3236.798898841031 4673.869317289573 150 TCGA 1 50 100 0.0 0.001 100 4498 -1 2092.0155952147893 3146.652646778816 150 TCGA 1 50 100 0.0 0.001 100 4498 -2 2004.559888793523 2541.165602180826 150 TCGA 1 50 100 0.0 0.001 100 4498 -3 1972.4780961794704 2310.6153043047266 150 TCGA 1 50 100 0.0 0.001 100 4498 -4 1954.8551896192464 2074.035710780465 150 TCGA 1 50 100 0.0 0.001 100 4498 -5 1939.1594414185674 1993.963737142745 150 TCGA 1 50 100 0.0 0.001 100 4498 -6 1931.3216190297685 1973.7212300516253 150 TCGA 1 50 100 0.0 0.001 100 4498 -7 1921.0583462711422 1936.4502051271984 150 TCGA 1 50 100 0.0 0.001 100 4498 -8 1917.058431484641 1919.9386845114243 150 TCGA 1 50 100 0.0 0.001 100 4498 -9 1910.214086679705 1984.3995686440012 150 TCGA 1 50 100 0.0 0.001 100 4498 -10 1904.6540675997294 1938.0243453596106 150 TCGA 1 50 100 0.0 0.001 100 4498 -11 1900.7998453866878 1911.017770738458 150 TCGA 1 50 100 0.0 0.001 100 4498 -12 1895.9426418184794 1892.448003567643 150 TCGA 1 50 100 0.0 0.001 100 4498 -13 1893.402308841624 1896.8228453056297 150 TCGA 1 50 100 0.0 0.001 100 4498 -14 1888.2903039546693 1886.592736018962 150 TCGA 1 50 100 0.0 0.001 100 4498 -15 1886.2914309692724 1885.6483381261778 150 TCGA 1 50 100 0.0 0.001 100 4498 -16 1883.5510811459235 1896.284352671561 150 TCGA 1 50 100 0.0 0.001 100 4498 -17 1881.3365283808093 1887.306977391842 150 TCGA 1 50 100 0.0 0.001 100 4498 -18 1879.7209720230485 1878.891282584799 150 TCGA 1 50 100 0.0 0.001 100 4498 -19 1877.5967281940646 1876.5047466335584 150 TCGA 1 50 100 0.0 0.001 100 4498 -20 1875.7580100961236 1901.1494643628298 150 TCGA 1 50 100 0.0 0.001 100 4498 -21 1873.2627912492196 1874.5270137307632 150 TCGA 1 50 100 0.0 0.001 100 4498 -22 1872.0502808966105 1878.3743454822943 150 TCGA 1 50 100 0.0 0.001 100 4498 -23 1870.1014310962614 1867.340546114361 150 TCGA 1 50 100 0.0 0.001 100 4498 -24 1868.9259259521675 1867.127248792792 150 TCGA 1 50 100 0.0 0.001 100 4498 -25 1867.4881694805197 1868.8100825170775 150 TCGA 1 50 100 0.0 0.001 100 4498 -26 1866.3462849448922 1863.8666213145807 150 TCGA 1 50 100 0.0 0.001 100 4498 -27 1864.6622238150665 1862.0263144334956 150 TCGA 1 50 100 0.0 0.001 100 4498 -28 1863.402460438264 1865.248594044441 150 TCGA 1 50 100 0.0 0.001 100 4498 -29 1861.092702939476 1862.4499198875235 150 TCGA 1 50 100 0.0 0.001 100 4498 -30 1860.2763650891823 1864.1842194370288 150 TCGA 1 50 100 0.0 0.001 100 4498 -31 1859.029531341563 1863.1226187087782 150 TCGA 1 50 100 0.0 0.001 100 4498 -32 1858.4559346201272 1861.7650680158606 150 TCGA 1 50 100 0.0 0.001 100 4498 -33 1857.3561111485963 1857.0819018186637 150 TCGA 1 50 100 0.0 0.001 100 4498 -34 1856.0658815343247 1857.4353904532427 150 TCGA 1 50 100 0.0 0.001 100 4498 -35 1854.4259388282078 1858.8675837684516 150 TCGA 1 50 100 0.0 0.001 100 4498 -36 1854.152840901411 1856.480247919284 150 TCGA 1 50 100 0.0 0.001 100 4498 -37 1852.899273093703 1854.4359897632694 150 TCGA 1 50 100 0.0 0.001 100 4498 -38 1852.7353415750529 1856.3860427626414 150 TCGA 1 50 100 0.0 0.001 100 4498 -39 1851.7826075025375 1850.9661061655936 150 TCGA 1 50 100 0.0 0.001 100 4498 -40 1850.4491422022809 1851.5880133087312 150 TCGA 1 50 100 0.0 0.001 100 4498 -41 1849.6891894182438 1857.8907421629633 150 TCGA 1 50 100 0.0 0.001 100 4498 -42 1848.8576793004286 1850.8879008077497 150 TCGA 1 50 100 0.0 0.001 100 4498 -43 1848.1317504514925 1850.916553593161 150 TCGA 1 50 100 0.0 0.001 100 4498 -44 1847.413376922386 1848.181490950848 150 TCGA 1 50 100 0.0 0.001 100 4498 -45 1846.3254626299977 1846.9317449061714 150 TCGA 1 50 100 0.0 0.001 100 4498 -46 1845.1573095414265 1846.3296444380103 150 TCGA 1 50 100 0.0 0.001 100 4498 -47 1845.2460034133362 1845.056595845438 150 TCGA 1 50 100 0.0 0.001 100 4498 -48 1844.3794922256511 1850.2487983128533 150 TCGA 1 50 100 0.0 0.001 100 4498 -49 1842.9820295304696 1844.22251025636 150 TCGA 1 50 100 0.0 0.001 100 4498 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 066ad2449..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3248.386778402174 4598.58147426586 150 TCGA 1 50 100 1.0 0.001 100 754 -1 2093.82443437258 3585.45185645022 150 TCGA 1 50 100 1.0 0.001 100 754 -2 2007.0713203192581 2452.95896597244 150 TCGA 1 50 100 1.0 0.001 100 754 -3 1975.8908722744761 2130.1863725365106 150 TCGA 1 50 100 1.0 0.001 100 754 -4 1954.236550001657 2216.9416724736966 150 TCGA 1 50 100 1.0 0.001 100 754 -5 1942.0152797041121 2066.6820853535255 150 TCGA 1 50 100 1.0 0.001 100 754 -6 1931.974692803566 1976.460534483943 150 TCGA 1 50 100 1.0 0.001 100 754 -7 1923.179168179999 1928.8786541349325 150 TCGA 1 50 100 1.0 0.001 100 754 -8 1913.814068982984 1929.6659236122016 150 TCGA 1 50 100 1.0 0.001 100 754 -9 1910.7154497822983 1923.3956955186086 150 TCGA 1 50 100 1.0 0.001 100 754 -10 1904.2807288541899 1919.7128820371388 150 TCGA 1 50 100 1.0 0.001 100 754 -11 1900.1612164181968 1911.7896777589117 150 TCGA 1 50 100 1.0 0.001 100 754 -12 1894.5995175940395 1936.4673845300722 150 TCGA 1 50 100 1.0 0.001 100 754 -13 1892.069774990037 1894.0981040456188 150 TCGA 1 50 100 1.0 0.001 100 754 -14 1889.7773212271486 1891.050391115735 150 TCGA 1 50 100 1.0 0.001 100 754 -15 1886.565283363905 1891.4502959131596 150 TCGA 1 50 100 1.0 0.001 100 754 -16 1883.823280038971 1893.179457468004 150 TCGA 1 50 100 1.0 0.001 100 754 -17 1880.7287725462872 1878.8592670383166 150 TCGA 1 50 100 1.0 0.001 100 754 -18 1878.3051989853734 1884.579879990774 150 TCGA 1 50 100 1.0 0.001 100 754 -19 1876.862484870312 1876.4601547777952 150 TCGA 1 50 100 1.0 0.001 100 754 -20 1875.4669940896113 1886.057725762602 150 TCGA 1 50 100 1.0 0.001 100 754 -21 1873.2282111373033 1878.341771724835 150 TCGA 1 50 100 1.0 0.001 100 754 -22 1871.4046991388504 1870.7958671531485 150 TCGA 1 50 100 1.0 0.001 100 754 -23 1870.1935690568885 1874.244899423877 150 TCGA 1 50 100 1.0 0.001 100 754 -24 1869.0886581187563 1872.546640060655 150 TCGA 1 50 100 1.0 0.001 100 754 -25 1866.873025115173 1867.3291537030857 150 TCGA 1 50 100 1.0 0.001 100 754 -26 1865.9081635976 1866.2039261247644 150 TCGA 1 50 100 1.0 0.001 100 754 -27 1864.4108020277051 1864.0060151833386 150 TCGA 1 50 100 1.0 0.001 100 754 -28 1863.2458634800723 1868.563968524262 150 TCGA 1 50 100 1.0 0.001 100 754 -29 1861.7024433328872 1864.3314938952576 150 TCGA 1 50 100 1.0 0.001 100 754 -30 1860.3763153726786 1860.7382505790672 150 TCGA 1 50 100 1.0 0.001 100 754 -31 1859.1065313844013 1858.8762838852465 150 TCGA 1 50 100 1.0 0.001 100 754 -32 1858.015744917493 1863.9146894138662 150 TCGA 1 50 100 1.0 0.001 100 754 -33 1857.3003999011992 1859.4309167909862 150 TCGA 1 50 100 1.0 0.001 100 754 -34 1856.6284960288929 1856.0299072265625 150 TCGA 1 50 100 1.0 0.001 100 754 -35 1854.849449003577 1855.2122121839668 150 TCGA 1 50 100 1.0 0.001 100 754 -36 1853.9389098242252 1852.6731821951555 150 TCGA 1 50 100 1.0 0.001 100 754 -37 1853.5126056298573 1854.6786134039337 150 TCGA 1 50 100 1.0 0.001 100 754 -38 1852.043811510684 1854.041548685812 150 TCGA 1 50 100 1.0 0.001 100 754 -39 1851.2205349870765 1854.5588587468592 150 TCGA 1 50 100 1.0 0.001 100 754 -40 1850.3479734229807 1852.3894877218122 150 TCGA 1 50 100 1.0 0.001 100 754 -41 1849.898778462998 1853.5896321205637 150 TCGA 1 50 100 1.0 0.001 100 754 -42 1848.841432230988 1849.9211671148712 150 TCGA 1 50 100 1.0 0.001 100 754 -43 1848.057817372457 1849.062704881831 150 TCGA 1 50 100 1.0 0.001 100 754 -44 1846.7548865867468 1849.168482181415 150 TCGA 1 50 100 1.0 0.001 100 754 -45 1846.5280871131029 1847.4206003160332 150 TCGA 1 50 100 1.0 0.001 100 754 -46 1845.5030710514347 1846.544911446883 150 TCGA 1 50 100 1.0 0.001 100 754 -47 1845.3255267376906 1849.3750564345164 150 TCGA 1 50 100 1.0 0.001 100 754 -48 1844.016525982187 1845.1384596321452 150 TCGA 1 50 100 1.0 0.001 100 754 -49 1843.3372537447067 1848.1047436891488 150 TCGA 1 50 100 1.0 0.001 100 754 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 319a9f89a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2506.2942973257295 2364.576038149733 50 TCGA 1 100 100 0.5 0.001 100 4312 -1 1975.2452268450372 2003.262191082365 50 TCGA 1 100 100 0.5 0.001 100 4312 -2 1939.1223842017498 1967.1140964833935 50 TCGA 1 100 100 0.5 0.001 100 4312 -3 1918.270669764474 1909.344781770179 50 TCGA 1 100 100 0.5 0.001 100 4312 -4 1904.232235179228 1901.8282912364557 50 TCGA 1 100 100 0.5 0.001 100 4312 -5 1894.2252284877202 1887.039846449042 50 TCGA 1 100 100 0.5 0.001 100 4312 -6 1887.005146791765 1881.781553028816 50 TCGA 1 100 100 0.5 0.001 100 4312 -7 1880.2653738150227 1879.9453597332365 50 TCGA 1 100 100 0.5 0.001 100 4312 -8 1875.0846894097417 1871.399164401107 50 TCGA 1 100 100 0.5 0.001 100 4312 -9 1870.516644959525 1873.9928266822394 50 TCGA 1 100 100 0.5 0.001 100 4312 -10 1866.5171283628674 1862.187204332208 50 TCGA 1 100 100 0.5 0.001 100 4312 -11 1863.813172647072 1860.407624057789 50 TCGA 1 100 100 0.5 0.001 100 4312 -12 1859.9690508497042 1856.2622591718357 50 TCGA 1 100 100 0.5 0.001 100 4312 -13 1857.7167229842416 1854.640555683692 50 TCGA 1 100 100 0.5 0.001 100 4312 -14 1855.9243113648374 1855.440798352112 50 TCGA 1 100 100 0.5 0.001 100 4312 -15 1852.7939292072306 1849.9859711153424 50 TCGA 1 100 100 0.5 0.001 100 4312 -16 1851.1805288708892 1857.0913276097283 50 TCGA 1 100 100 0.5 0.001 100 4312 -17 1849.135248265318 1848.086345423406 50 TCGA 1 100 100 0.5 0.001 100 4312 -18 1846.9898432022574 1847.5732194910097 50 TCGA 1 100 100 0.5 0.001 100 4312 -19 1845.5008350759363 1847.095508671286 50 TCGA 1 100 100 0.5 0.001 100 4312 -20 1844.2773916979215 1844.9831340540593 50 TCGA 1 100 100 0.5 0.001 100 4312 -21 1842.4871396834276 1847.4782297719064 50 TCGA 1 100 100 0.5 0.001 100 4312 -22 1840.7972063025616 1841.950709970752 50 TCGA 1 100 100 0.5 0.001 100 4312 -23 1839.5329286813976 1839.2422580431455 50 TCGA 1 100 100 0.5 0.001 100 4312 -24 1838.1618747449318 1838.334695327222 50 TCGA 1 100 100 0.5 0.001 100 4312 -25 1836.8826003655324 1835.9191354722832 50 TCGA 1 100 100 0.5 0.001 100 4312 -26 1835.886924698518 1836.0180694733433 50 TCGA 1 100 100 0.5 0.001 100 4312 -27 1834.9500797142712 1835.2754145483275 50 TCGA 1 100 100 0.5 0.001 100 4312 -28 1833.6926651043557 1833.4420969594064 50 TCGA 1 100 100 0.5 0.001 100 4312 -29 1832.9287059097128 1833.3513134520258 50 TCGA 1 100 100 0.5 0.001 100 4312 -30 1831.87318855232 1832.822669867894 50 TCGA 1 100 100 0.5 0.001 100 4312 -31 1830.7946377028338 1830.768255339196 50 TCGA 1 100 100 0.5 0.001 100 4312 -32 1830.3236371344894 1831.4056917890232 50 TCGA 1 100 100 0.5 0.001 100 4312 -33 1829.306463848548 1830.4753908703674 50 TCGA 1 100 100 0.5 0.001 100 4312 -34 1828.5250728116237 1833.689139668067 50 TCGA 1 100 100 0.5 0.001 100 4312 -35 1827.9944493638336 1828.7806574375786 50 TCGA 1 100 100 0.5 0.001 100 4312 -36 1827.3324724553565 1828.3208302253454 50 TCGA 1 100 100 0.5 0.001 100 4312 -37 1826.3127120118386 1828.411111342847 50 TCGA 1 100 100 0.5 0.001 100 4312 -38 1825.9734286761654 1826.025643966905 50 TCGA 1 100 100 0.5 0.001 100 4312 -39 1825.03362708055 1825.9829021818075 50 TCGA 1 100 100 0.5 0.001 100 4312 -40 1824.33547727353 1825.612513249843 50 TCGA 1 100 100 0.5 0.001 100 4312 -41 1823.8161238763917 1827.963956133205 50 TCGA 1 100 100 0.5 0.001 100 4312 -42 1823.4876251987134 1824.6279701731312 50 TCGA 1 100 100 0.5 0.001 100 4312 -43 1822.885705793951 1825.5088700337626 50 TCGA 1 100 100 0.5 0.001 100 4312 -44 1822.259017642873 1823.8243586094536 50 TCGA 1 100 100 0.5 0.001 100 4312 -45 1821.9400600702027 1822.4520318879554 50 TCGA 1 100 100 0.5 0.001 100 4312 -46 1821.557286307327 1821.852585068899 50 TCGA 1 100 100 0.5 0.001 100 4312 -47 1821.1599878123168 1825.896222445234 50 TCGA 1 100 100 0.5 0.001 100 4312 -48 1820.787885071271 1821.6938611514604 50 TCGA 1 100 100 0.5 0.001 100 4312 -49 1820.4216987140637 1823.422128341905 50 TCGA 1 100 100 0.5 0.001 100 4312 -50 1819.9172364371286 1822.5719356057632 50 TCGA 1 100 100 0.5 0.001 100 4312 -51 1819.4774919729812 1821.6551035205323 50 TCGA 1 100 100 0.5 0.001 100 4312 -52 1819.2781555809365 1820.4259456461998 50 TCGA 1 100 100 0.5 0.001 100 4312 -53 1819.2230814590905 1821.7957616451397 50 TCGA 1 100 100 0.5 0.001 100 4312 -54 1818.7631819995736 1819.6936305060458 50 TCGA 1 100 100 0.5 0.001 100 4312 -55 1818.691014164353 1819.4221829361652 50 TCGA 1 100 100 0.5 0.001 100 4312 -56 1818.1088141632847 1819.875267450534 50 TCGA 1 100 100 0.5 0.001 100 4312 -57 1818.0621341433239 1819.3380488870132 50 TCGA 1 100 100 0.5 0.001 100 4312 -58 1817.726826016 1818.2957303607884 50 TCGA 1 100 100 0.5 0.001 100 4312 -59 1817.3163948046308 1819.0028879750314 50 TCGA 1 100 100 0.5 0.001 100 4312 -60 1817.6032952743924 1822.6461236848304 50 TCGA 1 100 100 0.5 0.001 100 4312 -61 1817.3507984398545 1818.8147322304883 50 TCGA 1 100 100 0.5 0.001 100 4312 -62 1817.5674243292142 1817.9934609571294 50 TCGA 1 100 100 0.5 0.001 100 4312 -63 1816.7779429695784 1819.0399065640704 50 TCGA 1 100 100 0.5 0.001 100 4312 -64 1816.3624039624522 1819.0102588135992 50 TCGA 1 100 100 0.5 0.001 100 4312 -65 1816.3075700434792 1817.427744803117 50 TCGA 1 100 100 0.5 0.001 100 4312 -66 1816.3480378440588 1817.747020625589 50 TCGA 1 100 100 0.5 0.001 100 4312 -67 1815.9893868862885 1817.2580811773712 50 TCGA 1 100 100 0.5 0.001 100 4312 -68 1815.9394613956417 1817.3980823305983 50 TCGA 1 100 100 0.5 0.001 100 4312 -69 1816.0299915135313 1817.87050057416 50 TCGA 1 100 100 0.5 0.001 100 4312 -70 1815.9466200925526 1816.9272491608433 50 TCGA 1 100 100 0.5 0.001 100 4312 -71 1815.7062604588873 1817.7558391321843 50 TCGA 1 100 100 0.5 0.001 100 4312 -72 1815.4195111633771 1817.6686054785646 50 TCGA 1 100 100 0.5 0.001 100 4312 -73 1815.7594731413155 1818.5266579479428 50 TCGA 1 100 100 0.5 0.001 100 4312 -74 1815.2292289303834 1816.3284764888897 50 TCGA 1 100 100 0.5 0.001 100 4312 -75 1815.0493206710125 1816.267631492423 50 TCGA 1 100 100 0.5 0.001 100 4312 -76 1815.486571243717 1817.2645429294912 50 TCGA 1 100 100 0.5 0.001 100 4312 -77 1814.9135575820883 1816.6181413660097 50 TCGA 1 100 100 0.5 0.001 100 4312 -78 1815.0016643201843 1816.3875824434674 50 TCGA 1 100 100 0.5 0.001 100 4312 -79 1814.957932136809 1816.0780133578046 50 TCGA 1 100 100 0.5 0.001 100 4312 -80 1814.8482804722598 1818.1336228260443 50 TCGA 1 100 100 0.5 0.001 100 4312 -81 1814.5425768006073 1815.5898787148633 50 TCGA 1 100 100 0.5 0.001 100 4312 -82 1814.4258974477482 1818.0248949827262 50 TCGA 1 100 100 0.5 0.001 100 4312 -83 1814.4562851481837 1816.8471649016567 50 TCGA 1 100 100 0.5 0.001 100 4312 -84 1814.5352415452512 1815.820968244543 50 TCGA 1 100 100 0.5 0.001 100 4312 -85 1814.1451776135991 1815.589941896985 50 TCGA 1 100 100 0.5 0.001 100 4312 -86 1814.0363871585791 1816.4130902314305 50 TCGA 1 100 100 0.5 0.001 100 4312 -87 1814.4057432835305 1815.641393000157 50 TCGA 1 100 100 0.5 0.001 100 4312 -88 1814.2828817690092 1815.640516424898 50 TCGA 1 100 100 0.5 0.001 100 4312 -89 1814.0165146458214 1815.5541881772142 50 TCGA 1 100 100 0.5 0.001 100 4312 -90 1813.9693401041593 1818.4334802675487 50 TCGA 1 100 100 0.5 0.001 100 4312 -91 1814.0252233318538 1815.2015006673994 50 TCGA 1 100 100 0.5 0.001 100 4312 -92 1813.776099420363 1815.532720364518 50 TCGA 1 100 100 0.5 0.001 100 4312 -93 1814.2711645995603 1814.9514012935772 50 TCGA 1 100 100 0.5 0.001 100 4312 -94 1813.8578682852744 1815.658787712979 50 TCGA 1 100 100 0.5 0.001 100 4312 -95 1813.996280255016 1815.0802646042714 50 TCGA 1 100 100 0.5 0.001 100 4312 -96 1813.5075990029884 1815.5434600983433 50 TCGA 1 100 100 0.5 0.001 100 4312 -97 1813.60940616138 1815.1781484325927 50 TCGA 1 100 100 0.5 0.001 100 4312 -98 1813.5964391439911 1815.2993955372565 50 TCGA 1 100 100 0.5 0.001 100 4312 -99 1813.5488320355012 1815.2547447933025 50 TCGA 1 100 100 0.5 0.001 100 4312 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index 015629d7b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2513.9373653534067 2461.820992167871 50 TCGA 1 100 100 0.0 0.001 100 3824 -1 1980.4807456053052 1977.2476959995288 50 TCGA 1 100 100 0.0 0.001 100 3824 -2 1939.6771258492463 1920.247556753494 50 TCGA 1 100 100 0.0 0.001 100 3824 -3 1917.8080711326425 1937.2919921875 50 TCGA 1 100 100 0.0 0.001 100 3824 -4 1905.6239324059386 1900.0646334700848 50 TCGA 1 100 100 0.0 0.001 100 3824 -5 1894.7677978488375 1885.60144840413 50 TCGA 1 100 100 0.0 0.001 100 3824 -6 1887.1757487260759 1882.1291160391802 50 TCGA 1 100 100 0.0 0.001 100 3824 -7 1881.5330637231284 1871.9635261267274 50 TCGA 1 100 100 0.0 0.001 100 3824 -8 1876.1338604870539 1868.134036883637 50 TCGA 1 100 100 0.0 0.001 100 3824 -9 1871.2228190195003 1864.2957015301115 50 TCGA 1 100 100 0.0 0.001 100 3824 -10 1866.4201258069531 1859.4742020650126 50 TCGA 1 100 100 0.0 0.001 100 3824 -11 1864.1924103631386 1859.2381683809674 50 TCGA 1 100 100 0.0 0.001 100 3824 -12 1860.7100354141523 1853.624785916889 50 TCGA 1 100 100 0.0 0.001 100 3824 -13 1858.550479446515 1859.127949316897 50 TCGA 1 100 100 0.0 0.001 100 3824 -14 1855.7190510404603 1850.1980115420854 50 TCGA 1 100 100 0.0 0.001 100 3824 -15 1853.3481866883599 1847.9195292870604 50 TCGA 1 100 100 0.0 0.001 100 3824 -16 1850.9118230772651 1846.2231868571373 50 TCGA 1 100 100 0.0 0.001 100 3824 -17 1849.9259246713762 1844.857143996349 50 TCGA 1 100 100 0.0 0.001 100 3824 -18 1847.8869087567539 1843.6685576319096 50 TCGA 1 100 100 0.0 0.001 100 3824 -19 1846.2598632103977 1840.7868394707914 50 TCGA 1 100 100 0.0 0.001 100 3824 -20 1844.1241153819658 1845.716109232687 50 TCGA 1 100 100 0.0 0.001 100 3824 -21 1842.508287510072 1838.6049780150754 50 TCGA 1 100 100 0.0 0.001 100 3824 -22 1841.915719489698 1836.9554216394472 50 TCGA 1 100 100 0.0 0.001 100 3824 -23 1839.7834338581924 1836.406499661393 50 TCGA 1 100 100 0.0 0.001 100 3824 -24 1838.9432294564344 1837.465884721459 50 TCGA 1 100 100 0.0 0.001 100 3824 -25 1837.7219782345048 1833.470945425369 50 TCGA 1 100 100 0.0 0.001 100 3824 -26 1836.4079880201866 1831.940410058103 50 TCGA 1 100 100 0.0 0.001 100 3824 -27 1835.641635789604 1832.354901951162 50 TCGA 1 100 100 0.0 0.001 100 3824 -28 1834.3430631143437 1830.284368620446 50 TCGA 1 100 100 0.0 0.001 100 3824 -29 1833.5843079791882 1830.1525885040437 50 TCGA 1 100 100 0.0 0.001 100 3824 -30 1832.4100108665605 1829.015599849835 50 TCGA 1 100 100 0.0 0.001 100 3824 -31 1831.4599304165156 1828.3351860621467 50 TCGA 1 100 100 0.0 0.001 100 3824 -32 1830.5669016846057 1826.3516226150282 50 TCGA 1 100 100 0.0 0.001 100 3824 -33 1829.844891770954 1829.5414548327576 50 TCGA 1 100 100 0.0 0.001 100 3824 -34 1829.068126952253 1827.667271906407 50 TCGA 1 100 100 0.0 0.001 100 3824 -35 1828.523987013975 1824.5335503199592 50 TCGA 1 100 100 0.0 0.001 100 3824 -36 1827.7801006396762 1824.7870296305748 50 TCGA 1 100 100 0.0 0.001 100 3824 -37 1827.233293153729 1823.4733813108512 50 TCGA 1 100 100 0.0 0.001 100 3824 -38 1826.2290003227595 1823.567434339667 50 TCGA 1 100 100 0.0 0.001 100 3824 -39 1825.4493219627043 1821.768200131517 50 TCGA 1 100 100 0.0 0.001 100 3824 -40 1824.8358410455137 1821.5876188805355 50 TCGA 1 100 100 0.0 0.001 100 3824 -41 1824.6120102690033 1820.263705613026 50 TCGA 1 100 100 0.0 0.001 100 3824 -42 1823.801656030467 1820.352489375589 50 TCGA 1 100 100 0.0 0.001 100 3824 -43 1823.5295720134998 1819.8271668400596 50 TCGA 1 100 100 0.0 0.001 100 3824 -44 1823.1594109384591 1819.9716606715217 50 TCGA 1 100 100 0.0 0.001 100 3824 -45 1822.4005581634042 1820.9848804569724 50 TCGA 1 100 100 0.0 0.001 100 3824 -46 1822.0920569982654 1818.8887424181455 50 TCGA 1 100 100 0.0 0.001 100 3824 -47 1821.736447293094 1819.5758025969692 50 TCGA 1 100 100 0.0 0.001 100 3824 -48 1821.1183479241806 1817.9183417085428 50 TCGA 1 100 100 0.0 0.001 100 3824 -49 1820.7957449605494 1817.1207385805983 50 TCGA 1 100 100 0.0 0.001 100 3824 -50 1820.342654269406 1816.4594677489008 50 TCGA 1 100 100 0.0 0.001 100 3824 -51 1820.2895898998868 1820.8893165780073 50 TCGA 1 100 100 0.0 0.001 100 3824 -52 1819.8658401620403 1817.5687255859375 50 TCGA 1 100 100 0.0 0.001 100 3824 -53 1819.4077992533478 1817.7419157555355 50 TCGA 1 100 100 0.0 0.001 100 3824 -54 1819.2287047869766 1819.6984053568624 50 TCGA 1 100 100 0.0 0.001 100 3824 -55 1818.9244671717381 1816.624206849678 50 TCGA 1 100 100 0.0 0.001 100 3824 -56 1818.69774491346 1815.8969861514604 50 TCGA 1 100 100 0.0 0.001 100 3824 -57 1818.534140500736 1815.241052062068 50 TCGA 1 100 100 0.0 0.001 100 3824 -58 1818.3700605737988 1815.2592423788867 50 TCGA 1 100 100 0.0 0.001 100 3824 -59 1818.179703373637 1815.8147653550957 50 TCGA 1 100 100 0.0 0.001 100 3824 -60 1818.1496710927909 1814.768914764251 50 TCGA 1 100 100 0.0 0.001 100 3824 -61 1817.9072153078869 1815.102323752552 50 TCGA 1 100 100 0.0 0.001 100 3824 -62 1817.6036606405526 1815.91590152913 50 TCGA 1 100 100 0.0 0.001 100 3824 -63 1817.4093418438556 1815.6523394560695 50 TCGA 1 100 100 0.0 0.001 100 3824 -64 1816.9818681643894 1813.5723876953125 50 TCGA 1 100 100 0.0 0.001 100 3824 -65 1816.8371720193206 1813.3980804903424 50 TCGA 1 100 100 0.0 0.001 100 3824 -66 1816.4723518849323 1813.411902652913 50 TCGA 1 100 100 0.0 0.001 100 3824 -67 1816.9446847351257 1814.9768336310458 50 TCGA 1 100 100 0.0 0.001 100 3824 -68 1816.5952709396845 1814.6281627865892 50 TCGA 1 100 100 0.0 0.001 100 3824 -69 1816.6096689143556 1812.8945361573492 50 TCGA 1 100 100 0.0 0.001 100 3824 -70 1816.0634418176294 1812.7290578870918 50 TCGA 1 100 100 0.0 0.001 100 3824 -71 1815.8704907425495 1814.016535926704 50 TCGA 1 100 100 0.0 0.001 100 3824 -72 1816.1943722220453 1812.697242315091 50 TCGA 1 100 100 0.0 0.001 100 3824 -73 1815.9593048317117 1813.150041589785 50 TCGA 1 100 100 0.0 0.001 100 3824 -74 1815.9632366294106 1812.7852635982647 50 TCGA 1 100 100 0.0 0.001 100 3824 -75 1815.4627538528382 1812.8539965452262 50 TCGA 1 100 100 0.0 0.001 100 3824 -76 1815.7274765217328 1813.1191179285097 50 TCGA 1 100 100 0.0 0.001 100 3824 -77 1815.5456225223502 1813.3731474756596 50 TCGA 1 100 100 0.0 0.001 100 3824 -78 1815.1694035632813 1812.2714659724404 50 TCGA 1 100 100 0.0 0.001 100 3824 -79 1815.2254030704764 1814.0375215923366 50 TCGA 1 100 100 0.0 0.001 100 3824 -80 1815.140624318728 1813.3822125765546 50 TCGA 1 100 100 0.0 0.001 100 3824 -81 1815.3283497516245 1812.302878528384 50 TCGA 1 100 100 0.0 0.001 100 3824 -82 1814.9134363293022 1812.9641579479428 50 TCGA 1 100 100 0.0 0.001 100 3824 -83 1815.1001758526472 1813.819902736338 50 TCGA 1 100 100 0.0 0.001 100 3824 -84 1814.736853644576 1812.251862339039 50 TCGA 1 100 100 0.0 0.001 100 3824 -85 1814.8019475058688 1812.2911818614557 50 TCGA 1 100 100 0.0 0.001 100 3824 -86 1814.8497338978916 1811.9384360768688 50 TCGA 1 100 100 0.0 0.001 100 3824 -87 1814.610587146349 1812.176239473736 50 TCGA 1 100 100 0.0 0.001 100 3824 -88 1814.8314268118781 1812.6639729408762 50 TCGA 1 100 100 0.0 0.001 100 3824 -89 1815.0488392978605 1812.0149680286197 50 TCGA 1 100 100 0.0 0.001 100 3824 -90 1814.493302578718 1811.2227335407506 50 TCGA 1 100 100 0.0 0.001 100 3824 -91 1814.503119789632 1811.110900572197 50 TCGA 1 100 100 0.0 0.001 100 3824 -92 1814.3598759120325 1811.1847635393765 50 TCGA 1 100 100 0.0 0.001 100 3824 -93 1814.3181872311973 1811.1314126786276 50 TCGA 1 100 100 0.0 0.001 100 3824 -94 1814.2294052708214 1811.1625197520807 50 TCGA 1 100 100 0.0 0.001 100 3824 -95 1813.824735835429 1813.429726758794 50 TCGA 1 100 100 0.0 0.001 100 3824 -96 1814.396022785986 1812.5313377188677 50 TCGA 1 100 100 0.0 0.001 100 3824 -97 1813.7895156684924 1811.158222754397 50 TCGA 1 100 100 0.0 0.001 100 3824 -98 1814.0100879620222 1810.8656202153345 50 TCGA 1 100 100 0.0 0.001 100 3824 -99 1813.9332135184852 1811.368067755771 50 TCGA 1 100 100 0.0 0.001 100 3824 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index 8f8fb04c5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2510.2813959965843 2578.9089760325064 50 TCGA 1 100 100 1.0 0.001 100 8845 -1 1978.782708644175 1986.014154635482 50 TCGA 1 100 100 1.0 0.001 100 8845 -2 1941.7450457629461 1924.1226328174073 50 TCGA 1 100 100 1.0 0.001 100 8845 -3 1919.8803084167282 1909.823098034116 50 TCGA 1 100 100 1.0 0.001 100 8845 -4 1905.9348910689714 1898.478558564306 50 TCGA 1 100 100 1.0 0.001 100 8845 -5 1894.6013549300546 1889.2695447452104 50 TCGA 1 100 100 1.0 0.001 100 8845 -6 1887.220664428752 1893.8289617030464 50 TCGA 1 100 100 1.0 0.001 100 8845 -7 1880.4905092546164 1874.6808382733982 50 TCGA 1 100 100 1.0 0.001 100 8845 -8 1874.8686062352626 1870.4063205431455 50 TCGA 1 100 100 1.0 0.001 100 8845 -9 1871.6913831140037 1870.4430256752512 50 TCGA 1 100 100 1.0 0.001 100 8845 -10 1866.4083947259303 1861.310773226484 50 TCGA 1 100 100 1.0 0.001 100 8845 -11 1863.3918847127584 1858.834234036393 50 TCGA 1 100 100 1.0 0.001 100 8845 -12 1860.116809148796 1856.6144896847518 50 TCGA 1 100 100 1.0 0.001 100 8845 -13 1857.5752144017408 1854.1247245750235 50 TCGA 1 100 100 1.0 0.001 100 8845 -14 1854.9704994519302 1852.599863943742 50 TCGA 1 100 100 1.0 0.001 100 8845 -15 1852.9245956596326 1850.9424993620446 50 TCGA 1 100 100 1.0 0.001 100 8845 -16 1851.1117798355704 1847.3653116657506 50 TCGA 1 100 100 1.0 0.001 100 8845 -17 1849.075417039277 1860.5674140968515 50 TCGA 1 100 100 1.0 0.001 100 8845 -18 1847.1086497314807 1848.482301031525 50 TCGA 1 100 100 1.0 0.001 100 8845 -19 1845.408766932061 1842.575287938717 50 TCGA 1 100 100 1.0 0.001 100 8845 -20 1843.8273218893448 1842.2100296403894 50 TCGA 1 100 100 1.0 0.001 100 8845 -21 1842.6338518076489 1840.62891545128 50 TCGA 1 100 100 1.0 0.001 100 8845 -22 1841.046133585335 1839.8023687774812 50 TCGA 1 100 100 1.0 0.001 100 8845 -23 1839.7614254487892 1845.1927496368562 50 TCGA 1 100 100 1.0 0.001 100 8845 -24 1838.7684082140254 1838.3578383862673 50 TCGA 1 100 100 1.0 0.001 100 8845 -25 1837.515979602063 1836.7568899183418 50 TCGA 1 100 100 1.0 0.001 100 8845 -26 1836.2329506783071 1834.678664931101 50 TCGA 1 100 100 1.0 0.001 100 8845 -27 1835.2740553319288 1833.3253284243483 50 TCGA 1 100 100 1.0 0.001 100 8845 -28 1833.970872271206 1832.3516440846813 50 TCGA 1 100 100 1.0 0.001 100 8845 -29 1832.8803268110717 1833.6915068506596 50 TCGA 1 100 100 1.0 0.001 100 8845 -30 1832.0557570424992 1831.5072162570666 50 TCGA 1 100 100 1.0 0.001 100 8845 -31 1831.4844297742668 1830.7719591610396 50 TCGA 1 100 100 1.0 0.001 100 8845 -32 1830.1359906746402 1831.1314378287923 50 TCGA 1 100 100 1.0 0.001 100 8845 -33 1829.2908611670177 1828.8699055580637 50 TCGA 1 100 100 1.0 0.001 100 8845 -34 1828.5909524247613 1827.9625863693468 50 TCGA 1 100 100 1.0 0.001 100 8845 -35 1827.9945808765758 1829.2826712910255 50 TCGA 1 100 100 1.0 0.001 100 8845 -36 1827.203300591039 1825.9873611220164 50 TCGA 1 100 100 1.0 0.001 100 8845 -37 1826.3149085553155 1826.539434845124 50 TCGA 1 100 100 1.0 0.001 100 8845 -38 1825.8953315129384 1827.6598703969064 50 TCGA 1 100 100 1.0 0.001 100 8845 -39 1825.263524652126 1824.335654100581 50 TCGA 1 100 100 1.0 0.001 100 8845 -40 1824.4139301288553 1823.292281107687 50 TCGA 1 100 100 1.0 0.001 100 8845 -41 1823.970725756855 1824.0299612074043 50 TCGA 1 100 100 1.0 0.001 100 8845 -42 1823.7591801126136 1824.486723780033 50 TCGA 1 100 100 1.0 0.001 100 8845 -43 1823.1212026036362 1822.7895532349246 50 TCGA 1 100 100 1.0 0.001 100 8845 -44 1822.7607249376936 1822.1451422149812 50 TCGA 1 100 100 1.0 0.001 100 8845 -45 1822.2382558521808 1820.8984601964903 50 TCGA 1 100 100 1.0 0.001 100 8845 -46 1821.6817927802829 1822.11196239989 50 TCGA 1 100 100 1.0 0.001 100 8845 -47 1821.6426328583905 1822.7114000176664 50 TCGA 1 100 100 1.0 0.001 100 8845 -48 1820.9847232934846 1820.7587215864478 50 TCGA 1 100 100 1.0 0.001 100 8845 -49 1820.8400008921938 1820.4722863585505 50 TCGA 1 100 100 1.0 0.001 100 8845 -50 1820.3384009658366 1820.0771459838254 50 TCGA 1 100 100 1.0 0.001 100 8845 -51 1820.1462189241877 1818.673776597833 50 TCGA 1 100 100 1.0 0.001 100 8845 -52 1819.3488204348018 1822.4663999931297 50 TCGA 1 100 100 1.0 0.001 100 8845 -53 1819.0396597711406 1818.9270841512248 50 TCGA 1 100 100 1.0 0.001 100 8845 -54 1819.3718412007347 1818.2866309084484 50 TCGA 1 100 100 1.0 0.001 100 8845 -55 1818.8238881287105 1817.9615067525126 50 TCGA 1 100 100 1.0 0.001 100 8845 -56 1818.3026062549923 1818.2533511061165 50 TCGA 1 100 100 1.0 0.001 100 8845 -57 1818.1533397015005 1818.2334168400596 50 TCGA 1 100 100 1.0 0.001 100 8845 -58 1817.8008780859986 1818.2960843033527 50 TCGA 1 100 100 1.0 0.001 100 8845 -59 1817.9248750765205 1817.6482657427764 50 TCGA 1 100 100 1.0 0.001 100 8845 -60 1817.7750063467297 1817.6829355517823 50 TCGA 1 100 100 1.0 0.001 100 8845 -61 1817.328790793476 1817.642768898202 50 TCGA 1 100 100 1.0 0.001 100 8845 -62 1816.9653655770821 1817.292454091748 50 TCGA 1 100 100 1.0 0.001 100 8845 -63 1817.4869669264801 1816.362333518177 50 TCGA 1 100 100 1.0 0.001 100 8845 -64 1816.9146522635235 1817.0117432867462 50 TCGA 1 100 100 1.0 0.001 100 8845 -65 1816.7777354813857 1816.7268900655622 50 TCGA 1 100 100 1.0 0.001 100 8845 -66 1816.592958361965 1816.159035534116 50 TCGA 1 100 100 1.0 0.001 100 8845 -67 1816.5386285706281 1815.7049609620367 50 TCGA 1 100 100 1.0 0.001 100 8845 -68 1816.0622797583958 1815.739401965884 50 TCGA 1 100 100 1.0 0.001 100 8845 -69 1816.246953719614 1815.8562306159704 50 TCGA 1 100 100 1.0 0.001 100 8845 -70 1816.3319484482042 1815.5999504357726 50 TCGA 1 100 100 1.0 0.001 100 8845 -71 1815.81090913456 1816.0146631595478 50 TCGA 1 100 100 1.0 0.001 100 8845 -72 1815.7714379395022 1815.397544975856 50 TCGA 1 100 100 1.0 0.001 100 8845 -73 1815.6266668681415 1816.2355748468908 50 TCGA 1 100 100 1.0 0.001 100 8845 -74 1815.5505691155324 1816.318940282467 50 TCGA 1 100 100 1.0 0.001 100 8845 -75 1815.5293958774434 1816.9065070224167 50 TCGA 1 100 100 1.0 0.001 100 8845 -76 1815.3297214654956 1815.5116561812972 50 TCGA 1 100 100 1.0 0.001 100 8845 -77 1815.4105415229274 1815.0539145924938 50 TCGA 1 100 100 1.0 0.001 100 8845 -78 1815.2999114019422 1816.81385994916 50 TCGA 1 100 100 1.0 0.001 100 8845 -79 1815.0992807157738 1814.4130454518688 50 TCGA 1 100 100 1.0 0.001 100 8845 -80 1814.9860728660165 1815.3743571372488 50 TCGA 1 100 100 1.0 0.001 100 8845 -81 1814.8475284706283 1814.5971563137955 50 TCGA 1 100 100 1.0 0.001 100 8845 -82 1814.7314077199123 1814.9485065709407 50 TCGA 1 100 100 1.0 0.001 100 8845 -83 1814.7571284075589 1815.1645421933888 50 TCGA 1 100 100 1.0 0.001 100 8845 -84 1814.848572138418 1815.3866880790672 50 TCGA 1 100 100 1.0 0.001 100 8845 -85 1814.7185590530908 1814.3120104919126 50 TCGA 1 100 100 1.0 0.001 100 8845 -86 1814.4834757209928 1815.0185559143374 50 TCGA 1 100 100 1.0 0.001 100 8845 -87 1814.494097132597 1814.0950406328518 50 TCGA 1 100 100 1.0 0.001 100 8845 -88 1814.4232245452808 1814.765760565523 50 TCGA 1 100 100 1.0 0.001 100 8845 -89 1814.497768262013 1815.0769705460898 50 TCGA 1 100 100 1.0 0.001 100 8845 -90 1814.323784289236 1813.7443645228093 50 TCGA 1 100 100 1.0 0.001 100 8845 -91 1814.1868594408381 1813.5913981528738 50 TCGA 1 100 100 1.0 0.001 100 8845 -92 1814.2412339508674 1815.0734372546326 50 TCGA 1 100 100 1.0 0.001 100 8845 -93 1813.8981662583758 1813.9179215167635 50 TCGA 1 100 100 1.0 0.001 100 8845 -94 1814.0825076362414 1813.4613147524733 50 TCGA 1 100 100 1.0 0.001 100 8845 -95 1814.028008180932 1813.2301976189542 50 TCGA 1 100 100 1.0 0.001 100 8845 -96 1813.8986906197897 1813.3658735572394 50 TCGA 1 100 100 1.0 0.001 100 8845 -97 1813.6570548274606 1814.441605611063 50 TCGA 1 100 100 1.0 0.001 100 8845 -98 1813.7660910309073 1814.3241659959956 50 TCGA 1 100 100 1.0 0.001 100 8845 -99 1814.0474079726916 1813.3638075632066 50 TCGA 1 100 100 1.0 0.001 100 8845 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 0c1a25b46..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2516.996518018935 2397.249212370446 50 TCGA 1 50 100 0.5 0.001 100 2266 -1 1982.5508851576017 2059.123720408684 50 TCGA 1 50 100 0.5 0.001 100 2266 -2 1942.093418152421 1958.8290537158448 50 TCGA 1 50 100 0.5 0.001 100 2266 -3 1922.2096628946363 1907.5841561322236 50 TCGA 1 50 100 0.5 0.001 100 2266 -4 1906.010846204105 1897.968801527167 50 TCGA 1 50 100 0.5 0.001 100 2266 -5 1895.7613627445166 1884.3807851513427 50 TCGA 1 50 100 0.5 0.001 100 2266 -6 1887.6973019504217 1882.806772510011 50 TCGA 1 50 100 0.5 0.001 100 2266 -7 1880.7357261667082 1883.0970673680904 50 TCGA 1 50 100 0.5 0.001 100 2266 -8 1876.236770461268 1868.4381943899184 50 TCGA 1 50 100 0.5 0.001 100 2266 -9 1871.7944531462556 1866.9749866274733 50 TCGA 1 50 100 0.5 0.001 100 2266 -10 1866.866314572593 1859.90436987182 50 TCGA 1 50 100 0.5 0.001 100 2266 -11 1864.8339559250824 1856.595610498783 50 TCGA 1 50 100 0.5 0.001 100 2266 -12 1860.701452940566 1854.808886350699 50 TCGA 1 50 100 0.5 0.001 100 2266 -13 1858.5409304932539 1853.2334849295305 50 TCGA 1 50 100 0.5 0.001 100 2266 -14 1856.0008482653616 1851.6202619543028 50 TCGA 1 50 100 0.5 0.001 100 2266 -15 1853.5136570368963 1849.9671968239636 50 TCGA 1 50 100 0.5 0.001 100 2266 -16 1851.375099206825 1847.8302799397377 50 TCGA 1 50 100 0.5 0.001 100 2266 -17 1849.1417165203331 1844.9710852848225 50 TCGA 1 50 100 0.5 0.001 100 2266 -18 1847.490625370612 1842.905373424741 50 TCGA 1 50 100 0.5 0.001 100 2266 -19 1845.9575120781346 1841.6826944782506 50 TCGA 1 50 100 0.5 0.001 100 2266 -20 1844.297969953944 1840.4035104722832 50 TCGA 1 50 100 0.5 0.001 100 2266 -21 1843.2871856774611 1839.3106977759894 50 TCGA 1 50 100 0.5 0.001 100 2266 -22 1841.8567805119371 1837.7887465893923 50 TCGA 1 50 100 0.5 0.001 100 2266 -23 1839.9090151194416 1836.0917244915986 50 TCGA 1 50 100 0.5 0.001 100 2266 -24 1838.8824434413457 1834.1554899742855 50 TCGA 1 50 100 0.5 0.001 100 2266 -25 1837.757249442338 1833.541911829656 50 TCGA 1 50 100 0.5 0.001 100 2266 -26 1836.620679999904 1831.904599903816 50 TCGA 1 50 100 0.5 0.001 100 2266 -27 1835.2135985755856 1837.0581275518216 50 TCGA 1 50 100 0.5 0.001 100 2266 -28 1834.4626579297442 1829.7211588950613 50 TCGA 1 50 100 0.5 0.001 100 2266 -29 1833.3267530953729 1829.4805681238222 50 TCGA 1 50 100 0.5 0.001 100 2266 -30 1832.2149510094598 1828.5646905180197 50 TCGA 1 50 100 0.5 0.001 100 2266 -31 1831.503544453705 1827.7533210486024 50 TCGA 1 50 100 0.5 0.001 100 2266 -32 1830.797178915428 1826.746148957679 50 TCGA 1 50 100 0.5 0.001 100 2266 -33 1829.9967830609844 1826.1563739105684 50 TCGA 1 50 100 0.5 0.001 100 2266 -34 1828.981819848581 1825.5005502365343 50 TCGA 1 50 100 0.5 0.001 100 2266 -35 1828.3665371850234 1826.4063935399654 50 TCGA 1 50 100 0.5 0.001 100 2266 -36 1827.7691085616157 1824.6304471576634 50 TCGA 1 50 100 0.5 0.001 100 2266 -37 1826.9755983775262 1823.5276044529287 50 TCGA 1 50 100 0.5 0.001 100 2266 -38 1826.2538083239663 1824.5543697491364 50 TCGA 1 50 100 0.5 0.001 100 2266 -39 1825.6386935530743 1821.965289091944 50 TCGA 1 50 100 0.5 0.001 100 2266 -40 1825.1343992641828 1821.56828637818 50 TCGA 1 50 100 0.5 0.001 100 2266 -41 1824.394391398489 1823.2043518373116 50 TCGA 1 50 100 0.5 0.001 100 2266 -42 1823.9114815419987 1822.4601228800252 50 TCGA 1 50 100 0.5 0.001 100 2266 -43 1823.655681301406 1819.8210835672503 50 TCGA 1 50 100 0.5 0.001 100 2266 -44 1822.926268413964 1821.028633769433 50 TCGA 1 50 100 0.5 0.001 100 2266 -45 1822.474225914256 1820.1426462144707 50 TCGA 1 50 100 0.5 0.001 100 2266 -46 1821.8782593550088 1819.6889090226523 50 TCGA 1 50 100 0.5 0.001 100 2266 -47 1821.509950113451 1818.3716807916535 50 TCGA 1 50 100 0.5 0.001 100 2266 -48 1821.0534523266583 1818.5721920147614 50 TCGA 1 50 100 0.5 0.001 100 2266 -49 1820.8254446989192 1818.594856607255 50 TCGA 1 50 100 0.5 0.001 100 2266 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 423f4a85f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2512.986513185719 2491.1733705146826 50 TCGA 1 50 100 0.0 0.001 100 4754 -1 1979.8144770512718 1981.0908798141097 50 TCGA 1 50 100 0.0 0.001 100 4754 -2 1943.4666900515542 1931.66916430296 50 TCGA 1 50 100 0.0 0.001 100 4754 -3 1917.6560390236948 1917.5587280886857 50 TCGA 1 50 100 0.0 0.001 100 4754 -4 1905.6819378367118 1899.9282962664886 50 TCGA 1 50 100 0.0 0.001 100 4754 -5 1895.895943976444 1892.100895713921 50 TCGA 1 50 100 0.0 0.001 100 4754 -6 1887.228958179275 1886.2784920697236 50 TCGA 1 50 100 0.0 0.001 100 4754 -7 1881.2453721739748 1876.9159518294598 50 TCGA 1 50 100 0.0 0.001 100 4754 -8 1875.8376515257876 1893.863849889094 50 TCGA 1 50 100 0.0 0.001 100 4754 -9 1870.9418693923142 1866.1878263387248 50 TCGA 1 50 100 0.0 0.001 100 4754 -10 1866.8829361236126 1863.1623418606705 50 TCGA 1 50 100 0.0 0.001 100 4754 -11 1863.979043065763 1858.1150319468436 50 TCGA 1 50 100 0.0 0.001 100 4754 -12 1860.9204034661593 1856.9135042890232 50 TCGA 1 50 100 0.0 0.001 100 4754 -13 1858.0429944067025 1857.606864277442 50 TCGA 1 50 100 0.0 0.001 100 4754 -14 1855.4082610194926 1861.479155420658 50 TCGA 1 50 100 0.0 0.001 100 4754 -15 1853.7182375880966 1850.6365770502905 50 TCGA 1 50 100 0.0 0.001 100 4754 -16 1851.0392531471496 1848.6442914033055 50 TCGA 1 50 100 0.0 0.001 100 4754 -17 1849.2853950767037 1846.597691828282 50 TCGA 1 50 100 0.0 0.001 100 4754 -18 1847.7562441846624 1848.493851704813 50 TCGA 1 50 100 0.0 0.001 100 4754 -19 1845.9153247470902 1843.9430661608826 50 TCGA 1 50 100 0.0 0.001 100 4754 -20 1844.4719633827758 1842.3286353643216 50 TCGA 1 50 100 0.0 0.001 100 4754 -21 1842.947539155698 1840.6102141567212 50 TCGA 1 50 100 0.0 0.001 100 4754 -22 1841.3514434136587 1840.2178961212312 50 TCGA 1 50 100 0.0 0.001 100 4754 -23 1840.290235677592 1838.7949727887485 50 TCGA 1 50 100 0.0 0.001 100 4754 -24 1838.3067101964941 1838.3528359571294 50 TCGA 1 50 100 0.0 0.001 100 4754 -25 1837.204996835628 1836.2256012729663 50 TCGA 1 50 100 0.0 0.001 100 4754 -26 1836.3245197087076 1835.0055520522535 50 TCGA 1 50 100 0.0 0.001 100 4754 -27 1835.2501241822556 1833.4727813874058 50 TCGA 1 50 100 0.0 0.001 100 4754 -28 1834.1475932132666 1832.987850016685 50 TCGA 1 50 100 0.0 0.001 100 4754 -29 1833.2101089642747 1832.8157713616913 50 TCGA 1 50 100 0.0 0.001 100 4754 -30 1832.5231383398502 1831.0514008028424 50 TCGA 1 50 100 0.0 0.001 100 4754 -31 1831.0558495047317 1830.4347083316975 50 TCGA 1 50 100 0.0 0.001 100 4754 -32 1830.5041640705663 1828.491025685066 50 TCGA 1 50 100 0.0 0.001 100 4754 -33 1829.5939653636967 1829.7017423543498 50 TCGA 1 50 100 0.0 0.001 100 4754 -34 1828.9644047792156 1827.4773170049466 50 TCGA 1 50 100 0.0 0.001 100 4754 -35 1827.9725455569294 1827.2084237103486 50 TCGA 1 50 100 0.0 0.001 100 4754 -36 1827.445721944457 1827.145096208582 50 TCGA 1 50 100 0.0 0.001 100 4754 -37 1826.7499676668322 1826.2667966296326 50 TCGA 1 50 100 0.0 0.001 100 4754 -38 1826.0227204067444 1824.8265258175643 50 TCGA 1 50 100 0.0 0.001 100 4754 -39 1825.4054718238992 1825.2160687470555 50 TCGA 1 50 100 0.0 0.001 100 4754 -40 1824.964125716589 1824.990084700848 50 TCGA 1 50 100 0.0 0.001 100 4754 -41 1824.0914968564475 1827.8568047758322 50 TCGA 1 50 100 0.0 0.001 100 4754 -42 1823.7520314576518 1822.484633249254 50 TCGA 1 50 100 0.0 0.001 100 4754 -43 1823.2135418665064 1821.813868537021 50 TCGA 1 50 100 0.0 0.001 100 4754 -44 1822.636879925324 1822.052925148202 50 TCGA 1 50 100 0.0 0.001 100 4754 -45 1822.2920652334813 1820.7894238035883 50 TCGA 1 50 100 0.0 0.001 100 4754 -46 1822.0118927196115 1821.3048114105684 50 TCGA 1 50 100 0.0 0.001 100 4754 -47 1821.2583658290982 1821.3693767911825 50 TCGA 1 50 100 0.0 0.001 100 4754 -48 1820.6246243057567 1820.6869246133008 50 TCGA 1 50 100 0.0 0.001 100 4754 -49 1820.5366055198726 1819.446901867737 50 TCGA 1 50 100 0.0 0.001 100 4754 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index 59c9d1042..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.001lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2502.9307702046735 2617.850046129083 50 TCGA 1 50 100 1.0 0.001 100 993 -1 1977.9844130831034 1979.9013150469143 50 TCGA 1 50 100 1.0 0.001 100 993 -2 1943.1168188773597 1921.3343272760285 50 TCGA 1 50 100 1.0 0.001 100 993 -3 1921.2257299447701 1913.179429250746 50 TCGA 1 50 100 1.0 0.001 100 993 -4 1904.8626787603162 1895.0314113291065 50 TCGA 1 50 100 1.0 0.001 100 993 -5 1895.550480345794 1890.7099609375 50 TCGA 1 50 100 1.0 0.001 100 993 -6 1887.0425125839108 1881.4384489586605 50 TCGA 1 50 100 1.0 0.001 100 993 -7 1881.0166885064295 1868.9647357883166 50 TCGA 1 50 100 1.0 0.001 100 993 -8 1874.5548585265167 1866.8289224442526 50 TCGA 1 50 100 1.0 0.001 100 993 -9 1871.0711581492772 1862.0272468298524 50 TCGA 1 50 100 1.0 0.001 100 993 -10 1867.2246266520574 1858.6259452781485 50 TCGA 1 50 100 1.0 0.001 100 993 -11 1864.2844422905955 1857.8991993659704 50 TCGA 1 50 100 1.0 0.001 100 993 -12 1861.0826488775472 1853.095416045069 50 TCGA 1 50 100 1.0 0.001 100 993 -13 1858.860901103726 1868.289547100738 50 TCGA 1 50 100 1.0 0.001 100 993 -14 1855.3790361004385 1850.3333390585742 50 TCGA 1 50 100 1.0 0.001 100 993 -15 1853.1734438194787 1850.324512577536 50 TCGA 1 50 100 1.0 0.001 100 993 -16 1851.4947105226327 1844.9042386002277 50 TCGA 1 50 100 1.0 0.001 100 993 -17 1850.1624981769162 1845.9517006418812 50 TCGA 1 50 100 1.0 0.001 100 993 -18 1847.596111329542 1841.403833743915 50 TCGA 1 50 100 1.0 0.001 100 993 -19 1845.980047029022 1840.5548880879005 50 TCGA 1 50 100 1.0 0.001 100 993 -20 1844.8120466407515 1839.6648887749293 50 TCGA 1 50 100 1.0 0.001 100 993 -21 1843.0431159047466 1837.2816628307553 50 TCGA 1 50 100 1.0 0.001 100 993 -22 1841.300408948491 1836.1377781240185 50 TCGA 1 50 100 1.0 0.001 100 993 -23 1840.5019361477023 1835.063155744543 50 TCGA 1 50 100 1.0 0.001 100 993 -24 1839.0726565661103 1837.4289440365892 50 TCGA 1 50 100 1.0 0.001 100 993 -25 1837.6068683823964 1833.5381932857647 50 TCGA 1 50 100 1.0 0.001 100 993 -26 1836.5118282985336 1831.2065675054962 50 TCGA 1 50 100 1.0 0.001 100 993 -27 1835.3149884412671 1831.7206362623665 50 TCGA 1 50 100 1.0 0.001 100 993 -28 1834.2112899764945 1829.5174713901538 50 TCGA 1 50 100 1.0 0.001 100 993 -29 1833.4444806124166 1828.9336017244425 50 TCGA 1 50 100 1.0 0.001 100 993 -30 1832.453893474788 1827.5658922051664 50 TCGA 1 50 100 1.0 0.001 100 993 -31 1831.3470461845718 1829.3029969181846 50 TCGA 1 50 100 1.0 0.001 100 993 -32 1830.5255453146146 1828.3838326152245 50 TCGA 1 50 100 1.0 0.001 100 993 -33 1829.8726053971347 1826.3876394914023 50 TCGA 1 50 100 1.0 0.001 100 993 -34 1829.1414448018186 1824.9703313932946 50 TCGA 1 50 100 1.0 0.001 100 993 -35 1828.2140425469063 1825.5477613899577 50 TCGA 1 50 100 1.0 0.001 100 993 -36 1827.7466979564892 1822.8111517057946 50 TCGA 1 50 100 1.0 0.001 100 993 -37 1826.9650704773132 1823.1781631546403 50 TCGA 1 50 100 1.0 0.001 100 993 -38 1826.2363096761549 1822.4406112594222 50 TCGA 1 50 100 1.0 0.001 100 993 -39 1825.625377887939 1822.1187615322708 50 TCGA 1 50 100 1.0 0.001 100 993 -40 1824.9172297470377 1821.5512456079225 50 TCGA 1 50 100 1.0 0.001 100 993 -41 1824.4698493549608 1820.011319414455 50 TCGA 1 50 100 1.0 0.001 100 993 -42 1824.040572389453 1820.773116682043 50 TCGA 1 50 100 1.0 0.001 100 993 -43 1823.5986139548918 1820.063720703125 50 TCGA 1 50 100 1.0 0.001 100 993 -44 1823.169196742735 1819.8624752178864 50 TCGA 1 50 100 1.0 0.001 100 993 -45 1822.5283049838806 1817.905432312932 50 TCGA 1 50 100 1.0 0.001 100 993 -46 1822.080132626758 1820.9314308358198 50 TCGA 1 50 100 1.0 0.001 100 993 -47 1821.771986172686 1817.7989520355684 50 TCGA 1 50 100 1.0 0.001 100 993 -48 1821.257212640026 1817.5265555070273 50 TCGA 1 50 100 1.0 0.001 100 993 -49 1820.9272533288583 1819.338099187343 50 TCGA 1 50 100 1.0 0.001 100 993 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 30ae6d1ad..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2401.192960681015 3612.8747938913316 100 TCGA 1 100 100 0.5 0.0025 100 2091 -1 1960.4026160271576 2317.7469611239794 100 TCGA 1 100 100 0.5 0.0025 100 2091 -2 1924.832158170969 1948.2564096115343 100 TCGA 1 100 100 0.5 0.0025 100 2091 -3 1904.2581111287575 1934.1532589706344 100 TCGA 1 100 100 0.5 0.0025 100 2091 -4 1892.9701585843102 1899.1806947334328 100 TCGA 1 100 100 0.5 0.0025 100 2091 -5 1884.0589602606972 1880.1949511964117 100 TCGA 1 100 100 0.5 0.0025 100 2091 -6 1876.6394756124253 1877.4146636502826 100 TCGA 1 100 100 0.5 0.0025 100 2091 -7 1872.8222113003726 1868.9069106518923 100 TCGA 1 100 100 0.5 0.0025 100 2091 -8 1867.358048795097 1863.8513017970713 100 TCGA 1 100 100 0.5 0.0025 100 2091 -9 1863.8827044502648 1860.9675323639683 100 TCGA 1 100 100 0.5 0.0025 100 2091 -10 1860.3517187701657 1860.7307828203518 100 TCGA 1 100 100 0.5 0.0025 100 2091 -11 1858.3431894085425 1855.6367825455402 100 TCGA 1 100 100 0.5 0.0025 100 2091 -12 1855.9332362184675 1857.2541921030936 100 TCGA 1 100 100 0.5 0.0025 100 2091 -13 1852.1583871910623 1852.6754634991364 100 TCGA 1 100 100 0.5 0.0025 100 2091 -14 1850.8421301668757 1858.237329837665 100 TCGA 1 100 100 0.5 0.0025 100 2091 -15 1850.1265265124891 1848.682850900008 100 TCGA 1 100 100 0.5 0.0025 100 2091 -16 1847.0422755693908 1846.6398864439384 100 TCGA 1 100 100 0.5 0.0025 100 2091 -17 1846.24117481646 1844.8631254416614 100 TCGA 1 100 100 0.5 0.0025 100 2091 -18 1844.6386091571019 1848.549137901421 100 TCGA 1 100 100 0.5 0.0025 100 2091 -19 1843.4682146973582 1843.2718910715687 100 TCGA 1 100 100 0.5 0.0025 100 2091 -20 1841.8763885685396 1842.8372091168735 100 TCGA 1 100 100 0.5 0.0025 100 2091 -21 1840.9603935043278 1839.8320674417007 100 TCGA 1 100 100 0.5 0.0025 100 2091 -22 1839.7291480770255 1839.8135348372723 100 TCGA 1 100 100 0.5 0.0025 100 2091 -23 1838.6797995828654 1837.424692431886 100 TCGA 1 100 100 0.5 0.0025 100 2091 -24 1838.0295423645434 1839.4705828949434 100 TCGA 1 100 100 0.5 0.0025 100 2091 -25 1836.8560614974947 1837.2217361220164 100 TCGA 1 100 100 0.5 0.0025 100 2091 -26 1835.8654583908508 1835.2840839941896 100 TCGA 1 100 100 0.5 0.0025 100 2091 -27 1835.045986144454 1834.336650292478 100 TCGA 1 100 100 0.5 0.0025 100 2091 -28 1834.3275027670543 1835.8398646062342 100 TCGA 1 100 100 0.5 0.0025 100 2091 -29 1833.5974805772084 1834.501561150479 100 TCGA 1 100 100 0.5 0.0025 100 2091 -30 1832.6100837817376 1832.8456350355293 100 TCGA 1 100 100 0.5 0.0025 100 2091 -31 1832.0633324598518 1832.6271892911825 100 TCGA 1 100 100 0.5 0.0025 100 2091 -32 1830.9343471686773 1831.9328441524026 100 TCGA 1 100 100 0.5 0.0025 100 2091 -33 1830.7607310282651 1829.4404303009187 100 TCGA 1 100 100 0.5 0.0025 100 2091 -34 1830.005801807518 1830.1383946097676 100 TCGA 1 100 100 0.5 0.0025 100 2091 -35 1829.7132324327754 1828.6685195999528 100 TCGA 1 100 100 0.5 0.0025 100 2091 -36 1829.336811939831 1829.235590182357 100 TCGA 1 100 100 0.5 0.0025 100 2091 -37 1828.4467154842546 1827.811981661236 100 TCGA 1 100 100 0.5 0.0025 100 2091 -38 1828.0401898416135 1828.0567817112908 100 TCGA 1 100 100 0.5 0.0025 100 2091 -39 1827.3984230706596 1828.5922385364322 100 TCGA 1 100 100 0.5 0.0025 100 2091 -40 1826.8592743761292 1827.7087696784704 100 TCGA 1 100 100 0.5 0.0025 100 2091 -41 1826.5870024643516 1826.481663076123 100 TCGA 1 100 100 0.5 0.0025 100 2091 -42 1826.0833894065588 1827.0939861661825 100 TCGA 1 100 100 0.5 0.0025 100 2091 -43 1825.696686598323 1825.0391207747723 100 TCGA 1 100 100 0.5 0.0025 100 2091 -44 1825.00190290163 1825.6419082718278 100 TCGA 1 100 100 0.5 0.0025 100 2091 -45 1824.5794656342434 1825.3250879642353 100 TCGA 1 100 100 0.5 0.0025 100 2091 -46 1824.2042898115722 1825.5137301497723 100 TCGA 1 100 100 0.5 0.0025 100 2091 -47 1824.348761286769 1825.057920216316 100 TCGA 1 100 100 0.5 0.0025 100 2091 -48 1823.776738780486 1823.89918587076 100 TCGA 1 100 100 0.5 0.0025 100 2091 -49 1823.1183778728966 1825.2779933603565 100 TCGA 1 100 100 0.5 0.0025 100 2091 -50 1822.7530063305971 1824.819396665947 100 TCGA 1 100 100 0.5 0.0025 100 2091 -51 1822.7331966174902 1823.8426992138427 100 TCGA 1 100 100 0.5 0.0025 100 2091 -52 1822.4121845056734 1823.835695199631 100 TCGA 1 100 100 0.5 0.0025 100 2091 -53 1822.3128529125086 1821.4884260168028 100 TCGA 1 100 100 0.5 0.0025 100 2091 -54 1821.709324029956 1822.154849565209 100 TCGA 1 100 100 0.5 0.0025 100 2091 -55 1821.7854235129957 1822.9471257655464 100 TCGA 1 100 100 0.5 0.0025 100 2091 -56 1821.3840579196722 1821.2254994454695 100 TCGA 1 100 100 0.5 0.0025 100 2091 -57 1820.9625369494668 1821.8822591963724 100 TCGA 1 100 100 0.5 0.0025 100 2091 -58 1820.566916413706 1821.9883867580088 100 TCGA 1 100 100 0.5 0.0025 100 2091 -59 1820.559041945207 1820.7363968278894 100 TCGA 1 100 100 0.5 0.0025 100 2091 -60 1820.6689791444662 1820.1600715982256 100 TCGA 1 100 100 0.5 0.0025 100 2091 -61 1820.1407439500867 1820.2831436233903 100 TCGA 1 100 100 0.5 0.0025 100 2091 -62 1820.0192627062129 1820.004034454499 100 TCGA 1 100 100 0.5 0.0025 100 2091 -63 1819.6946653870018 1821.491913301861 100 TCGA 1 100 100 0.5 0.0025 100 2091 -64 1819.3173818042176 1820.3701251619425 100 TCGA 1 100 100 0.5 0.0025 100 2091 -65 1819.470304281135 1820.5613228495995 100 TCGA 1 100 100 0.5 0.0025 100 2091 -66 1819.0547850717724 1820.236721939777 100 TCGA 1 100 100 0.5 0.0025 100 2091 -67 1819.093843470515 1819.9692260128768 100 TCGA 1 100 100 0.5 0.0025 100 2091 -68 1818.6476455349543 1818.4425508892116 100 TCGA 1 100 100 0.5 0.0025 100 2091 -69 1818.7865434151195 1818.7803004279208 100 TCGA 1 100 100 0.5 0.0025 100 2091 -70 1819.1709546696889 1819.567317176704 100 TCGA 1 100 100 0.5 0.0025 100 2091 -71 1818.5772571548819 1819.370220855253 100 TCGA 1 100 100 0.5 0.0025 100 2091 -72 1818.0677951182993 1819.0400507174545 100 TCGA 1 100 100 0.5 0.0025 100 2091 -73 1817.7582165760339 1818.171814271553 100 TCGA 1 100 100 0.5 0.0025 100 2091 -74 1817.5359868704174 1819.6277505692526 100 TCGA 1 100 100 0.5 0.0025 100 2091 -75 1818.099440692059 1817.9470840530778 100 TCGA 1 100 100 0.5 0.0025 100 2091 -76 1817.7955767408735 1817.528676708739 100 TCGA 1 100 100 0.5 0.0025 100 2091 -77 1817.381437161762 1820.3948741510285 100 TCGA 1 100 100 0.5 0.0025 100 2091 -78 1817.2515615571197 1817.0045159881438 100 TCGA 1 100 100 0.5 0.0025 100 2091 -79 1817.2366232247687 1817.7751900370995 100 TCGA 1 100 100 0.5 0.0025 100 2091 -80 1817.2302652540611 1818.1854603829695 100 TCGA 1 100 100 0.5 0.0025 100 2091 -81 1816.9038728240719 1818.5504039975267 100 TCGA 1 100 100 0.5 0.0025 100 2091 -82 1817.1685717983269 1817.893091556415 100 TCGA 1 100 100 0.5 0.0025 100 2091 -83 1817.1200084837437 1817.5449991657506 100 TCGA 1 100 100 0.5 0.0025 100 2091 -84 1816.7001823410817 1817.614881659273 100 TCGA 1 100 100 0.5 0.0025 100 2091 -85 1817.0488526916674 1816.7830436361494 100 TCGA 1 100 100 0.5 0.0025 100 2091 -86 1816.601446615637 1816.8999109316112 100 TCGA 1 100 100 0.5 0.0025 100 2091 -87 1816.6862637093723 1817.954284974678 100 TCGA 1 100 100 0.5 0.0025 100 2091 -88 1816.523146733121 1816.963218803981 100 TCGA 1 100 100 0.5 0.0025 100 2091 -89 1816.1554714968886 1817.2039046551115 100 TCGA 1 100 100 0.5 0.0025 100 2091 -90 1816.3356963160954 1816.843291776264 100 TCGA 1 100 100 0.5 0.0025 100 2091 -91 1816.025831503346 1816.933062529444 100 TCGA 1 100 100 0.5 0.0025 100 2091 -92 1816.1467864646193 1815.6922748508166 100 TCGA 1 100 100 0.5 0.0025 100 2091 -93 1816.2517555425018 1818.2426500176664 100 TCGA 1 100 100 0.5 0.0025 100 2091 -94 1815.8149839448722 1816.3547958297347 100 TCGA 1 100 100 0.5 0.0025 100 2091 -95 1815.809029014665 1816.593785578282 100 TCGA 1 100 100 0.5 0.0025 100 2091 -96 1816.0818527022407 1816.2177863192917 100 TCGA 1 100 100 0.5 0.0025 100 2091 -97 1815.698556022248 1815.9503873125393 100 TCGA 1 100 100 0.5 0.0025 100 2091 -98 1816.2427949902203 1816.135052704931 100 TCGA 1 100 100 0.5 0.0025 100 2091 -99 1815.7958273399568 1817.2567954518688 100 TCGA 1 100 100 0.5 0.0025 100 2091 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index e2b9e319e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2394.396478774944 3918.614190336448 100 TCGA 1 100 100 0.0 0.0025 100 330 -1 1960.8579103878824 2466.268227121938 100 TCGA 1 100 100 0.0 0.0025 100 330 -2 1925.831945218975 1933.2450417370053 100 TCGA 1 100 100 0.0 0.0025 100 330 -3 1906.713353794565 1921.0120138043735 100 TCGA 1 100 100 0.0 0.0025 100 330 -4 1893.3577510792438 1894.9855521504005 100 TCGA 1 100 100 0.0 0.0025 100 330 -5 1883.742785833925 1890.9591898702497 100 TCGA 1 100 100 0.0 0.0025 100 330 -6 1876.2007764511202 1871.9258229624686 100 TCGA 1 100 100 0.0 0.0025 100 330 -7 1871.056907370229 1872.5840635060065 100 TCGA 1 100 100 0.0 0.0025 100 330 -8 1867.6106905770603 1871.36369653443 100 TCGA 1 100 100 0.0 0.0025 100 330 -9 1863.3458058744393 1865.523990190209 100 TCGA 1 100 100 0.0 0.0025 100 330 -10 1860.5620384654878 1859.8658895061244 100 TCGA 1 100 100 0.0 0.0025 100 330 -11 1857.8319176819618 1860.8703140948885 100 TCGA 1 100 100 0.0 0.0025 100 330 -12 1855.689258649102 1855.9308204842573 100 TCGA 1 100 100 0.0 0.0025 100 330 -13 1852.7008411992088 1853.579595364518 100 TCGA 1 100 100 0.0 0.0025 100 330 -14 1850.9377269861966 1851.210684158095 100 TCGA 1 100 100 0.0 0.0025 100 330 -15 1848.8820556885883 1851.3609134539886 100 TCGA 1 100 100 0.0 0.0025 100 330 -16 1847.259728795437 1849.2898354075062 100 TCGA 1 100 100 0.0 0.0025 100 330 -17 1846.1189076163591 1849.4931922797582 100 TCGA 1 100 100 0.0 0.0025 100 330 -18 1844.158988127446 1846.8475495151538 100 TCGA 1 100 100 0.0 0.0025 100 330 -19 1842.7524551951947 1845.2669199267823 100 TCGA 1 100 100 0.0 0.0025 100 330 -20 1841.9293526003225 1844.8894680924152 100 TCGA 1 100 100 0.0 0.0025 100 330 -21 1840.8137229513225 1844.6138952820745 100 TCGA 1 100 100 0.0 0.0025 100 330 -22 1839.2658322974366 1844.2802820253612 100 TCGA 1 100 100 0.0 0.0025 100 330 -23 1838.2673872870944 1839.6805094809988 100 TCGA 1 100 100 0.0 0.0025 100 330 -24 1837.778980533171 1840.859788444174 100 TCGA 1 100 100 0.0 0.0025 100 330 -25 1836.472366436902 1840.027578689345 100 TCGA 1 100 100 0.0 0.0025 100 330 -26 1835.7172066464675 1839.2420617491755 100 TCGA 1 100 100 0.0 0.0025 100 330 -27 1834.9445052608366 1843.1166182474874 100 TCGA 1 100 100 0.0 0.0025 100 330 -28 1834.0086612286266 1836.9677206834956 100 TCGA 1 100 100 0.0 0.0025 100 330 -29 1833.1799571338222 1838.8181894580323 100 TCGA 1 100 100 0.0 0.0025 100 330 -30 1832.2357587042577 1835.240311052332 100 TCGA 1 100 100 0.0 0.0025 100 330 -31 1831.7332714892802 1835.6858431562107 100 TCGA 1 100 100 0.0 0.0025 100 330 -32 1831.1696291460578 1836.553030042792 100 TCGA 1 100 100 0.0 0.0025 100 330 -33 1830.7464703707733 1832.939344549898 100 TCGA 1 100 100 0.0 0.0025 100 330 -34 1829.5848834087492 1832.8341634932474 100 TCGA 1 100 100 0.0 0.0025 100 330 -35 1829.690238658838 1831.7988397799545 100 TCGA 1 100 100 0.0 0.0025 100 330 -36 1828.5268208873845 1831.0141699709484 100 TCGA 1 100 100 0.0 0.0025 100 330 -37 1828.071614928511 1832.5582520758087 100 TCGA 1 100 100 0.0 0.0025 100 330 -38 1827.568860178029 1829.6655868453597 100 TCGA 1 100 100 0.0 0.0025 100 330 -39 1827.519507255601 1830.8294426232726 100 TCGA 1 100 100 0.0 0.0025 100 330 -40 1826.5137753057113 1828.973069694174 100 TCGA 1 100 100 0.0 0.0025 100 330 -41 1826.0063751115106 1829.141148859532 100 TCGA 1 100 100 0.0 0.0025 100 330 -42 1825.9142626985827 1828.538288979075 100 TCGA 1 100 100 0.0 0.0025 100 330 -43 1825.6216029054233 1831.8909212812107 100 TCGA 1 100 100 0.0 0.0025 100 330 -44 1825.0000939882816 1827.192951451594 100 TCGA 1 100 100 0.0 0.0025 100 330 -45 1824.6314123089605 1827.288528212351 100 TCGA 1 100 100 0.0 0.0025 100 330 -46 1824.038777932696 1828.2320409420147 100 TCGA 1 100 100 0.0 0.0025 100 330 -47 1823.813446245897 1828.284327521396 100 TCGA 1 100 100 0.0 0.0025 100 330 -48 1823.6191377364069 1827.2644963096734 100 TCGA 1 100 100 0.0 0.0025 100 330 -49 1823.3359593688303 1825.470862000432 100 TCGA 1 100 100 0.0 0.0025 100 330 -50 1823.0466814915083 1830.5805394158292 100 TCGA 1 100 100 0.0 0.0025 100 330 -51 1822.217174885568 1826.6297932533762 100 TCGA 1 100 100 0.0 0.0025 100 330 -52 1822.2007685211145 1825.865822643491 100 TCGA 1 100 100 0.0 0.0025 100 330 -53 1821.5336776309307 1825.1168182219692 100 TCGA 1 100 100 0.0 0.0025 100 330 -54 1821.345474830761 1824.8325317996232 100 TCGA 1 100 100 0.0 0.0025 100 330 -55 1821.6678678672458 1824.3749098274577 100 TCGA 1 100 100 0.0 0.0025 100 330 -56 1821.14230964934 1823.378886620603 100 TCGA 1 100 100 0.0 0.0025 100 330 -57 1820.6225911312995 1823.6603868954146 100 TCGA 1 100 100 0.0 0.0025 100 330 -58 1820.7872557803476 1823.1136075887248 100 TCGA 1 100 100 0.0 0.0025 100 330 -59 1820.3755988108153 1823.963163596302 100 TCGA 1 100 100 0.0 0.0025 100 330 -60 1820.052654516299 1824.0008575592808 100 TCGA 1 100 100 0.0 0.0025 100 330 -61 1819.744288379266 1822.6783300045147 100 TCGA 1 100 100 0.0 0.0025 100 330 -62 1819.7488180612504 1823.345409297464 100 TCGA 1 100 100 0.0 0.0025 100 330 -63 1819.5349910824223 1823.116713327379 100 TCGA 1 100 100 0.0 0.0025 100 330 -64 1819.3555618117518 1821.7266612604035 100 TCGA 1 100 100 0.0 0.0025 100 330 -65 1818.9066267161513 1825.818719451751 100 TCGA 1 100 100 0.0 0.0025 100 330 -66 1818.7530281313004 1822.4616907781092 100 TCGA 1 100 100 0.0 0.0025 100 330 -67 1818.3204766729204 1821.1057190248116 100 TCGA 1 100 100 0.0 0.0025 100 330 -68 1818.4393152628031 1821.085641832208 100 TCGA 1 100 100 0.0 0.0025 100 330 -69 1818.2397529609716 1821.9264259530073 100 TCGA 1 100 100 0.0 0.0025 100 330 -70 1818.383454980349 1821.0520755633636 100 TCGA 1 100 100 0.0 0.0025 100 330 -71 1818.1086643243264 1822.8472918793184 100 TCGA 1 100 100 0.0 0.0025 100 330 -72 1817.6211064080333 1820.6382559771514 100 TCGA 1 100 100 0.0 0.0025 100 330 -73 1817.617408913392 1821.7324764692603 100 TCGA 1 100 100 0.0 0.0025 100 330 -74 1817.811820526583 1821.58627978761 100 TCGA 1 100 100 0.0 0.0025 100 330 -75 1817.5626679199165 1820.158347278384 100 TCGA 1 100 100 0.0 0.0025 100 330 -76 1817.3430744779603 1821.4555633391567 100 TCGA 1 100 100 0.0 0.0025 100 330 -77 1817.6570686572816 1819.893777358472 100 TCGA 1 100 100 0.0 0.0025 100 330 -78 1817.1801113192957 1820.9908625157036 100 TCGA 1 100 100 0.0 0.0025 100 330 -79 1817.0768282941735 1820.6340945449906 100 TCGA 1 100 100 0.0 0.0025 100 330 -80 1817.1923851015738 1820.5284926831423 100 TCGA 1 100 100 0.0 0.0025 100 330 -81 1816.762789586916 1819.7846888249842 100 TCGA 1 100 100 0.0 0.0025 100 330 -82 1816.397294952396 1820.4407909910883 100 TCGA 1 100 100 0.0 0.0025 100 330 -83 1816.484994017342 1821.3982203497958 100 TCGA 1 100 100 0.0 0.0025 100 330 -84 1816.9840316389245 1819.3217319507694 100 TCGA 1 100 100 0.0 0.0025 100 330 -85 1816.576394378427 1819.2545564737752 100 TCGA 1 100 100 0.0 0.0025 100 330 -86 1816.0958725028383 1820.402557833111 100 TCGA 1 100 100 0.0 0.0025 100 330 -87 1816.4423845974325 1819.264833689934 100 TCGA 1 100 100 0.0 0.0025 100 330 -88 1816.1615880929355 1819.4618379985866 100 TCGA 1 100 100 0.0 0.0025 100 330 -89 1816.4868107789434 1819.5821674289416 100 TCGA 1 100 100 0.0 0.0025 100 330 -90 1816.0605835955594 1818.8962623174466 100 TCGA 1 100 100 0.0 0.0025 100 330 -91 1815.7207832425843 1818.672054731666 100 TCGA 1 100 100 0.0 0.0025 100 330 -92 1815.6880594196696 1819.0584072707286 100 TCGA 1 100 100 0.0 0.0025 100 330 -93 1815.6569655127046 1819.9743664612124 100 TCGA 1 100 100 0.0 0.0025 100 330 -94 1815.84130611392 1819.459722317643 100 TCGA 1 100 100 0.0 0.0025 100 330 -95 1816.1291395447752 1818.661679981941 100 TCGA 1 100 100 0.0 0.0025 100 330 -96 1815.7262983708551 1819.043528187814 100 TCGA 1 100 100 0.0 0.0025 100 330 -97 1815.4281912904883 1818.6992310183732 100 TCGA 1 100 100 0.0 0.0025 100 330 -98 1815.620717197354 1819.2895004809202 100 TCGA 1 100 100 0.0 0.0025 100 330 -99 1815.5595088481425 1818.612819345752 100 TCGA 1 100 100 0.0 0.0025 100 330 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index 67075b411..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2403.095589911223 3556.769126393687 100 TCGA 1 100 100 1.0 0.0025 100 6854 -1 1961.2308261452781 2429.099368914887 100 TCGA 1 100 100 1.0 0.0025 100 6854 -2 1924.9957802422625 1968.8023331991992 100 TCGA 1 100 100 1.0 0.0025 100 6854 -3 1906.1930899183085 1906.8080686636306 100 TCGA 1 100 100 1.0 0.0025 100 6854 -4 1893.173464843532 1886.7744183564305 100 TCGA 1 100 100 1.0 0.0025 100 6854 -5 1885.0808826663263 1899.879205598304 100 TCGA 1 100 100 1.0 0.0025 100 6854 -6 1878.3230055681177 1876.0178780867227 100 TCGA 1 100 100 1.0 0.0025 100 6854 -7 1872.8816925978765 1869.9498634530073 100 TCGA 1 100 100 1.0 0.0025 100 6854 -8 1867.991324437411 1866.3128815464038 100 TCGA 1 100 100 1.0 0.0025 100 6854 -9 1864.40762013332 1865.035670908252 100 TCGA 1 100 100 1.0 0.0025 100 6854 -10 1860.7719554064436 1864.6683797404994 100 TCGA 1 100 100 1.0 0.0025 100 6854 -11 1857.8233641624345 1858.4833266675173 100 TCGA 1 100 100 1.0 0.0025 100 6854 -12 1855.7006986226097 1855.4009776666535 100 TCGA 1 100 100 1.0 0.0025 100 6854 -13 1853.1012998424028 1854.0614369454695 100 TCGA 1 100 100 1.0 0.0025 100 6854 -14 1851.67016477571 1851.445291030347 100 TCGA 1 100 100 1.0 0.0025 100 6854 -15 1849.3064753484189 1851.0355427037532 100 TCGA 1 100 100 1.0 0.0025 100 6854 -16 1847.3888764337232 1848.525574037178 100 TCGA 1 100 100 1.0 0.0025 100 6854 -17 1846.1814380010892 1847.218785578282 100 TCGA 1 100 100 1.0 0.0025 100 6854 -18 1844.8588071461834 1846.3412895777717 100 TCGA 1 100 100 1.0 0.0025 100 6854 -19 1843.8941843599357 1845.5543304903424 100 TCGA 1 100 100 1.0 0.0025 100 6854 -20 1842.392651320861 1843.3764562558888 100 TCGA 1 100 100 1.0 0.0025 100 6854 -21 1840.9413494319174 1841.38675984905 100 TCGA 1 100 100 1.0 0.0025 100 6854 -22 1839.35549680478 1841.6911694703988 100 TCGA 1 100 100 1.0 0.0025 100 6854 -23 1838.9842750437758 1839.7381070391018 100 TCGA 1 100 100 1.0 0.0025 100 6854 -24 1838.0330802099102 1839.073933510325 100 TCGA 1 100 100 1.0 0.0025 100 6854 -25 1836.8027279982944 1843.3570679324357 100 TCGA 1 100 100 1.0 0.0025 100 6854 -26 1836.4016598755659 1837.2747397878063 100 TCGA 1 100 100 1.0 0.0025 100 6854 -27 1835.5938596575372 1836.7834938854428 100 TCGA 1 100 100 1.0 0.0025 100 6854 -28 1834.712823070071 1840.4618343180748 100 TCGA 1 100 100 1.0 0.0025 100 6854 -29 1833.2933411060108 1834.2893213626728 100 TCGA 1 100 100 1.0 0.0025 100 6854 -30 1832.857828962256 1834.3474863330323 100 TCGA 1 100 100 1.0 0.0025 100 6854 -31 1832.2147179190663 1835.1054620023947 100 TCGA 1 100 100 1.0 0.0025 100 6854 -32 1831.4462784346572 1833.132808819488 100 TCGA 1 100 100 1.0 0.0025 100 6854 -33 1830.8552140632848 1832.0700088577653 100 TCGA 1 100 100 1.0 0.0025 100 6854 -34 1830.1933730004396 1837.6275082688835 100 TCGA 1 100 100 1.0 0.0025 100 6854 -35 1829.5992696382914 1832.7146683122644 100 TCGA 1 100 100 1.0 0.0025 100 6854 -36 1829.4078974927666 1830.5935990990106 100 TCGA 1 100 100 1.0 0.0025 100 6854 -37 1828.3361103932018 1835.2469089833935 100 TCGA 1 100 100 1.0 0.0025 100 6854 -38 1828.1558087128908 1830.121293111063 100 TCGA 1 100 100 1.0 0.0025 100 6854 -39 1827.2519195110408 1829.6574424858668 100 TCGA 1 100 100 1.0 0.0025 100 6854 -40 1826.9057767067334 1829.268159032467 100 TCGA 1 100 100 1.0 0.0025 100 6854 -41 1826.5605781998854 1828.521240234375 100 TCGA 1 100 100 1.0 0.0025 100 6854 -42 1826.029679559094 1827.735722067368 100 TCGA 1 100 100 1.0 0.0025 100 6854 -43 1825.8577178876733 1832.2411311930748 100 TCGA 1 100 100 1.0 0.0025 100 6854 -44 1825.5151482322465 1827.8047733786118 100 TCGA 1 100 100 1.0 0.0025 100 6854 -45 1824.6064206913309 1826.9610448482647 100 TCGA 1 100 100 1.0 0.0025 100 6854 -46 1824.2745563257138 1827.730716571137 100 TCGA 1 100 100 1.0 0.0025 100 6854 -47 1823.8588932453356 1825.9415442691975 100 TCGA 1 100 100 1.0 0.0025 100 6854 -48 1823.3436542131603 1825.8657336977858 100 TCGA 1 100 100 1.0 0.0025 100 6854 -49 1823.5262702833743 1825.8331673013506 100 TCGA 1 100 100 1.0 0.0025 100 6854 -50 1823.0281021419628 1825.1849990921403 100 TCGA 1 100 100 1.0 0.0025 100 6854 -51 1822.3833791275272 1825.279043533095 100 TCGA 1 100 100 1.0 0.0025 100 6854 -52 1822.5708660607306 1825.9770826790202 100 TCGA 1 100 100 1.0 0.0025 100 6854 -53 1821.96367451016 1824.3021718700927 100 TCGA 1 100 100 1.0 0.0025 100 6854 -54 1821.7272341932912 1824.2505447157664 100 TCGA 1 100 100 1.0 0.0025 100 6854 -55 1821.3808634081302 1825.1186228996546 100 TCGA 1 100 100 1.0 0.0025 100 6854 -56 1820.92426540623 1823.434627360435 100 TCGA 1 100 100 1.0 0.0025 100 6854 -57 1821.218762521779 1823.0781722332365 100 TCGA 1 100 100 1.0 0.0025 100 6854 -58 1820.5580335673058 1824.368374465099 100 TCGA 1 100 100 1.0 0.0025 100 6854 -59 1820.7695836261894 1823.4576029561872 100 TCGA 1 100 100 1.0 0.0025 100 6854 -60 1820.2801063351098 1822.4305113212547 100 TCGA 1 100 100 1.0 0.0025 100 6854 -61 1820.3621375306082 1822.0622938913316 100 TCGA 1 100 100 1.0 0.0025 100 6854 -62 1819.4754630360358 1821.740394477269 100 TCGA 1 100 100 1.0 0.0025 100 6854 -63 1819.6170584262115 1821.3865426988457 100 TCGA 1 100 100 1.0 0.0025 100 6854 -64 1819.0566582290678 1821.2998648025282 100 TCGA 1 100 100 1.0 0.0025 100 6854 -65 1819.2376507191616 1822.4480385325062 100 TCGA 1 100 100 1.0 0.0025 100 6854 -66 1818.6319996471557 1820.9949343887406 100 TCGA 1 100 100 1.0 0.0025 100 6854 -67 1818.9614206172084 1822.4162965707444 100 TCGA 1 100 100 1.0 0.0025 100 6854 -68 1818.9440815777955 1821.2323188206658 100 TCGA 1 100 100 1.0 0.0025 100 6854 -69 1818.446949623807 1821.0018758342494 100 TCGA 1 100 100 1.0 0.0025 100 6854 -70 1818.4328897371663 1821.6659598039023 100 TCGA 1 100 100 1.0 0.0025 100 6854 -71 1818.7112068476881 1820.714111328125 100 TCGA 1 100 100 1.0 0.0025 100 6854 -72 1818.0609870856995 1820.9740008636934 100 TCGA 1 100 100 1.0 0.0025 100 6854 -73 1818.0107396395429 1819.958230483472 100 TCGA 1 100 100 1.0 0.0025 100 6854 -74 1818.0061614646193 1820.161353643216 100 TCGA 1 100 100 1.0 0.0025 100 6854 -75 1817.8017344721222 1819.294624366952 100 TCGA 1 100 100 1.0 0.0025 100 6854 -76 1817.2338069145508 1819.5452132488615 100 TCGA 1 100 100 1.0 0.0025 100 6854 -77 1817.33011269274 1820.4846841630026 100 TCGA 1 100 100 1.0 0.0025 100 6854 -78 1817.2835529445338 1819.358332801704 100 TCGA 1 100 100 1.0 0.0025 100 6854 -79 1817.5845686202204 1819.937844127866 100 TCGA 1 100 100 1.0 0.0025 100 6854 -80 1817.1827157811801 1819.4890768539965 100 TCGA 1 100 100 1.0 0.0025 100 6854 -81 1817.0830683367024 1819.204272706305 100 TCGA 1 100 100 1.0 0.0025 100 6854 -82 1816.6502113550926 1820.592046536393 100 TCGA 1 100 100 1.0 0.0025 100 6854 -83 1817.249139757877 1818.2499417252277 100 TCGA 1 100 100 1.0 0.0025 100 6854 -84 1817.0455459337547 1819.3811740587705 100 TCGA 1 100 100 1.0 0.0025 100 6854 -85 1816.6023722326188 1819.8938350198257 100 TCGA 1 100 100 1.0 0.0025 100 6854 -86 1816.4745596285204 1818.7548926271984 100 TCGA 1 100 100 1.0 0.0025 100 6854 -87 1816.5013989102483 1820.4290421835742 100 TCGA 1 100 100 1.0 0.0025 100 6854 -88 1816.4420384703928 1819.4282453527403 100 TCGA 1 100 100 1.0 0.0025 100 6854 -89 1816.444914964177 1818.8907544313363 100 TCGA 1 100 100 1.0 0.0025 100 6854 -90 1816.1926900252845 1818.6474971292007 100 TCGA 1 100 100 1.0 0.0025 100 6854 -91 1816.2913014867208 1818.3919144060144 100 TCGA 1 100 100 1.0 0.0025 100 6854 -92 1815.825300473642 1819.5370388318545 100 TCGA 1 100 100 1.0 0.0025 100 6854 -93 1815.9042449211993 1819.0482226807867 100 TCGA 1 100 100 1.0 0.0025 100 6854 -94 1816.0141866986062 1818.7276145129947 100 TCGA 1 100 100 1.0 0.0025 100 6854 -95 1815.6564881726824 1817.9853951152245 100 TCGA 1 100 100 1.0 0.0025 100 6854 -96 1816.0705426472987 1818.9905797297033 100 TCGA 1 100 100 1.0 0.0025 100 6854 -97 1815.7929211427145 1818.5011372781878 100 TCGA 1 100 100 1.0 0.0025 100 6854 -98 1815.7907864996093 1818.9696523388427 100 TCGA 1 100 100 1.0 0.0025 100 6854 -99 1815.2913017319786 1819.7428941582914 100 TCGA 1 100 100 1.0 0.0025 100 6854 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 6e9a0b74d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2398.1646023807893 3616.9930843180746 100 TCGA 1 50 100 0.5 0.0025 100 6981 -1 1959.1083018603847 2267.387975031407 100 TCGA 1 50 100 0.5 0.0025 100 6981 -2 1924.6365810921848 1985.9812968651854 100 TCGA 1 50 100 0.5 0.0025 100 6981 -3 1904.968289678152 1932.7866082119583 100 TCGA 1 50 100 0.5 0.0025 100 6981 -4 1892.4232382115968 1892.795294220124 100 TCGA 1 50 100 0.5 0.0025 100 6981 -5 1883.2026802656546 1887.3937215373744 100 TCGA 1 50 100 0.5 0.0025 100 6981 -6 1876.4615447585877 1899.3568458748823 100 TCGA 1 50 100 0.5 0.0025 100 6981 -7 1872.1810440487568 1865.2780074689856 100 TCGA 1 50 100 0.5 0.0025 100 6981 -8 1867.8166631440363 1865.2148051046247 100 TCGA 1 50 100 0.5 0.0025 100 6981 -9 1864.2848906629333 1858.702296271396 100 TCGA 1 50 100 0.5 0.0025 100 6981 -10 1860.7831112214105 1858.7732620622644 100 TCGA 1 50 100 0.5 0.0025 100 6981 -11 1858.7579354287152 1856.6503501393688 100 TCGA 1 50 100 0.5 0.0025 100 6981 -12 1855.5703959694424 1853.2486872840766 100 TCGA 1 50 100 0.5 0.0025 100 6981 -13 1852.7629781221224 1860.582007940091 100 TCGA 1 50 100 0.5 0.0025 100 6981 -14 1851.4740295171712 1851.7572095094613 100 TCGA 1 50 100 0.5 0.0025 100 6981 -15 1849.403083802121 1846.3310301507538 100 TCGA 1 50 100 0.5 0.0025 100 6981 -16 1847.7903932694253 1846.9114775537846 100 TCGA 1 50 100 0.5 0.0025 100 6981 -17 1846.154266122383 1846.1060993443782 100 TCGA 1 50 100 0.5 0.0025 100 6981 -18 1844.7131131011763 1842.6100767509422 100 TCGA 1 50 100 0.5 0.0025 100 6981 -19 1843.5147592940757 1843.587605385325 100 TCGA 1 50 100 0.5 0.0025 100 6981 -20 1841.8290609586902 1839.6807309251335 100 TCGA 1 50 100 0.5 0.0025 100 6981 -21 1841.067360371401 1842.216739827065 100 TCGA 1 50 100 0.5 0.0025 100 6981 -22 1839.9684586336016 1842.9249856460035 100 TCGA 1 50 100 0.5 0.0025 100 6981 -23 1838.8166467526326 1836.4551167703753 100 TCGA 1 50 100 0.5 0.0025 100 6981 -24 1837.866601933112 1836.0975433809674 100 TCGA 1 50 100 0.5 0.0025 100 6981 -25 1837.2552125072596 1835.765504156525 100 TCGA 1 50 100 0.5 0.0025 100 6981 -26 1835.7910114283645 1834.7761850021593 100 TCGA 1 50 100 0.5 0.0025 100 6981 -27 1835.4342720380039 1833.3151849334563 100 TCGA 1 50 100 0.5 0.0025 100 6981 -28 1834.2680336234425 1839.1417598245132 100 TCGA 1 50 100 0.5 0.0025 100 6981 -29 1833.4424052127226 1833.6212164337312 100 TCGA 1 50 100 0.5 0.0025 100 6981 -30 1832.8343488555067 1832.9579495377277 100 TCGA 1 50 100 0.5 0.0025 100 6981 -31 1832.5344292919262 1830.7908647240106 100 TCGA 1 50 100 0.5 0.0025 100 6981 -32 1831.600990885562 1830.3932878503847 100 TCGA 1 50 100 0.5 0.0025 100 6981 -33 1830.9177602398993 1832.107610807946 100 TCGA 1 50 100 0.5 0.0025 100 6981 -34 1830.2210308985727 1828.7926375039258 100 TCGA 1 50 100 0.5 0.0025 100 6981 -35 1829.940066215276 1830.5473142077576 100 TCGA 1 50 100 0.5 0.0025 100 6981 -36 1829.2011708667176 1829.1355857657427 100 TCGA 1 50 100 0.5 0.0025 100 6981 -37 1828.5911582506506 1828.077930546286 100 TCGA 1 50 100 0.5 0.0025 100 6981 -38 1827.9903898412647 1829.6912982883166 100 TCGA 1 50 100 0.5 0.0025 100 6981 -39 1827.4062859439093 1827.385120180983 100 TCGA 1 50 100 0.5 0.0025 100 6981 -40 1827.0173546814176 1826.4285925476995 100 TCGA 1 50 100 0.5 0.0025 100 6981 -41 1826.6271517157807 1825.4985143000158 100 TCGA 1 50 100 0.5 0.0025 100 6981 -42 1826.3821524155833 1826.714068388819 100 TCGA 1 50 100 0.5 0.0025 100 6981 -43 1825.7902710901092 1824.7568291898947 100 TCGA 1 50 100 0.5 0.0025 100 6981 -44 1825.0886186186071 1825.1710413640467 100 TCGA 1 50 100 0.5 0.0025 100 6981 -45 1825.0330808094295 1824.5976323266725 100 TCGA 1 50 100 0.5 0.0025 100 6981 -46 1824.3106640537796 1824.204005255771 100 TCGA 1 50 100 0.5 0.0025 100 6981 -47 1824.1914303806534 1824.7154295648163 100 TCGA 1 50 100 0.5 0.0025 100 6981 -48 1823.6633218756103 1823.5633833228644 100 TCGA 1 50 100 0.5 0.0025 100 6981 -49 1823.4651627760404 1822.7838637768923 100 TCGA 1 50 100 0.5 0.0025 100 6981 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index 10830aca3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2403.95547773189 3988.371649507302 100 TCGA 1 50 100 0.0 0.0025 100 6178 -1 1958.7830162384719 2170.4581010521356 100 TCGA 1 50 100 0.0 0.0025 100 6178 -2 1924.3860186476675 1933.0752903923917 100 TCGA 1 50 100 0.0 0.0025 100 6178 -3 1905.3607295458173 1896.17688110965 100 TCGA 1 50 100 0.0 0.0025 100 6178 -4 1893.8251729667793 1888.6173003690326 100 TCGA 1 50 100 0.0 0.0025 100 6178 -5 1884.0454773160413 1880.1517849256045 100 TCGA 1 50 100 0.0 0.0025 100 6178 -6 1877.5847094255123 1869.7700330264604 100 TCGA 1 50 100 0.0 0.0025 100 6178 -7 1871.633628105183 1863.9252101572315 100 TCGA 1 50 100 0.0 0.0025 100 6178 -8 1867.76354833314 1863.3624709239557 100 TCGA 1 50 100 0.0 0.0025 100 6178 -9 1864.2884339175994 1858.5357616942133 100 TCGA 1 50 100 0.0 0.0025 100 6178 -10 1860.5927814901347 1854.135786967062 100 TCGA 1 50 100 0.0 0.0025 100 6178 -11 1858.0872231692206 1853.6725405592415 100 TCGA 1 50 100 0.0 0.0025 100 6178 -12 1855.51845331423 1850.8966622664102 100 TCGA 1 50 100 0.0 0.0025 100 6178 -13 1853.221933597565 1847.2125802351602 100 TCGA 1 50 100 0.0 0.0025 100 6178 -14 1851.3797641212966 1847.1914424417007 100 TCGA 1 50 100 0.0 0.0025 100 6178 -15 1849.1766383718973 1844.4118272024184 100 TCGA 1 50 100 0.0 0.0025 100 6178 -16 1847.8274165861494 1842.475231381517 100 TCGA 1 50 100 0.0 0.0025 100 6178 -17 1846.2529334753722 1841.7940759706737 100 TCGA 1 50 100 0.0 0.0025 100 6178 -18 1844.796142169362 1844.3205112476444 100 TCGA 1 50 100 0.0 0.0025 100 6178 -19 1843.4900585795795 1839.539493733315 100 TCGA 1 50 100 0.0 0.0025 100 6178 -20 1842.4783961843973 1840.884822672935 100 TCGA 1 50 100 0.0 0.0025 100 6178 -21 1840.8624260492898 1836.7376653776696 100 TCGA 1 50 100 0.0 0.0025 100 6178 -22 1840.1062141977952 1835.894016591748 100 TCGA 1 50 100 0.0 0.0025 100 6178 -23 1838.6588770392377 1843.008450455402 100 TCGA 1 50 100 0.0 0.0025 100 6178 -24 1838.4972367472435 1834.2886735925722 100 TCGA 1 50 100 0.0 0.0025 100 6178 -25 1837.1310451033658 1833.3154051507538 100 TCGA 1 50 100 0.0 0.0025 100 6178 -26 1836.2494814838997 1831.5347084543812 100 TCGA 1 50 100 0.0 0.0025 100 6178 -27 1835.3257405480872 1831.737964112555 100 TCGA 1 50 100 0.0 0.0025 100 6178 -28 1834.310336866101 1830.3236494974874 100 TCGA 1 50 100 0.0 0.0025 100 6178 -29 1833.769743983987 1833.323185139565 100 TCGA 1 50 100 0.0 0.0025 100 6178 -30 1833.2525184308595 1831.5424332355135 100 TCGA 1 50 100 0.0 0.0025 100 6178 -31 1832.8029060555377 1833.6942635540986 100 TCGA 1 50 100 0.0 0.0025 100 6178 -32 1832.1449122445395 1828.9475373694645 100 TCGA 1 50 100 0.0 0.0025 100 6178 -33 1831.001173640857 1827.7816947285255 100 TCGA 1 50 100 0.0 0.0025 100 6178 -34 1830.268643348235 1827.7170060507617 100 TCGA 1 50 100 0.0 0.0025 100 6178 -35 1829.8359189830278 1827.250195680551 100 TCGA 1 50 100 0.0 0.0025 100 6178 -36 1829.229549605102 1826.5003827732412 100 TCGA 1 50 100 0.0 0.0025 100 6178 -37 1828.4709626896224 1825.4327625677215 100 TCGA 1 50 100 0.0 0.0025 100 6178 -38 1828.0544085327517 1825.733270233001 100 TCGA 1 50 100 0.0 0.0025 100 6178 -39 1827.527205574418 1826.4554535372174 100 TCGA 1 50 100 0.0 0.0025 100 6178 -40 1827.09582992334 1824.517538866206 100 TCGA 1 50 100 0.0 0.0025 100 6178 -41 1826.8885679946493 1823.1469751099246 100 TCGA 1 50 100 0.0 0.0025 100 6178 -42 1826.739640932608 1825.0362978221185 100 TCGA 1 50 100 0.0 0.0025 100 6178 -43 1826.0012983408792 1823.6254968691112 100 TCGA 1 50 100 0.0 0.0025 100 6178 -44 1825.5829789401937 1826.3656901450613 100 TCGA 1 50 100 0.0 0.0025 100 6178 -45 1824.9826624593852 1823.0020230547268 100 TCGA 1 50 100 0.0 0.0025 100 6178 -46 1824.6469763896205 1821.1913044225032 100 TCGA 1 50 100 0.0 0.0025 100 6178 -47 1824.3293610044936 1821.4137975031408 100 TCGA 1 50 100 0.0 0.0025 100 6178 -48 1824.0036773426164 1820.7341314727937 100 TCGA 1 50 100 0.0 0.0025 100 6178 -49 1823.4264691303133 1821.4409106077262 100 TCGA 1 50 100 0.0 0.0025 100 6178 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index 4c2f74321..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2402.1500135273363 3444.16059423092 100 TCGA 1 50 100 1.0 0.0025 100 3655 -1 1964.7575445557322 2233.3898116068626 100 TCGA 1 50 100 1.0 0.0025 100 3655 -2 1924.2129118398093 1997.0267425997174 100 TCGA 1 50 100 1.0 0.0025 100 3655 -3 1907.4024730145445 1944.896088719967 100 TCGA 1 50 100 1.0 0.0025 100 3655 -4 1893.7459814218766 1889.0320100257145 100 TCGA 1 50 100 1.0 0.0025 100 3655 -5 1885.4875584749361 1885.6593802754005 100 TCGA 1 50 100 1.0 0.0025 100 3655 -6 1878.6308244257477 1876.180072113497 100 TCGA 1 50 100 1.0 0.0025 100 3655 -7 1872.2933958257759 1870.052039371663 100 TCGA 1 50 100 1.0 0.0025 100 3655 -8 1868.1820794867808 1867.8744798209798 100 TCGA 1 50 100 1.0 0.0025 100 3655 -9 1864.0926487238523 1866.4906564070352 100 TCGA 1 50 100 1.0 0.0025 100 3655 -10 1860.8807824457685 1863.086423940994 100 TCGA 1 50 100 1.0 0.0025 100 3655 -11 1857.9030073225292 1857.1226125745918 100 TCGA 1 50 100 1.0 0.0025 100 3655 -12 1855.124721509642 1856.1685441366992 100 TCGA 1 50 100 1.0 0.0025 100 3655 -13 1852.8789615147825 1854.4678985749058 100 TCGA 1 50 100 1.0 0.0025 100 3655 -14 1850.9163957066348 1851.1158158958856 100 TCGA 1 50 100 1.0 0.0025 100 3655 -15 1849.092626214626 1849.7045370897456 100 TCGA 1 50 100 1.0 0.0025 100 3655 -16 1846.995332060681 1848.8535487496074 100 TCGA 1 50 100 1.0 0.0025 100 3655 -17 1846.4616880573349 1846.2460354752277 100 TCGA 1 50 100 1.0 0.0025 100 3655 -18 1844.2421724166384 1845.4349905042793 100 TCGA 1 50 100 1.0 0.0025 100 3655 -19 1843.5311930456628 1844.19369246133 100 TCGA 1 50 100 1.0 0.0025 100 3655 -20 1842.4629974620711 1844.4457995544126 100 TCGA 1 50 100 1.0 0.0025 100 3655 -21 1841.3008704966287 1841.6415420608903 100 TCGA 1 50 100 1.0 0.0025 100 3655 -22 1839.6023415617544 1842.4696278020965 100 TCGA 1 50 100 1.0 0.0025 100 3655 -23 1838.993586437499 1840.294023830088 100 TCGA 1 50 100 1.0 0.0025 100 3655 -24 1837.39310175064 1838.329185600856 100 TCGA 1 50 100 1.0 0.0025 100 3655 -25 1836.750437226728 1837.9424778923917 100 TCGA 1 50 100 1.0 0.0025 100 3655 -26 1835.928292813638 1838.833013333268 100 TCGA 1 50 100 1.0 0.0025 100 3655 -27 1835.1575227386784 1837.942439860435 100 TCGA 1 50 100 1.0 0.0025 100 3655 -28 1834.098211500285 1836.6907732019472 100 TCGA 1 50 100 1.0 0.0025 100 3655 -29 1833.191680775355 1835.4813201750942 100 TCGA 1 50 100 1.0 0.0025 100 3655 -30 1832.8284081638838 1834.9292513593357 100 TCGA 1 50 100 1.0 0.0025 100 3655 -31 1831.8541130732713 1834.7421887268374 100 TCGA 1 50 100 1.0 0.0025 100 3655 -32 1831.0027630892512 1833.4214161628454 100 TCGA 1 50 100 1.0 0.0025 100 3655 -33 1830.3026671062053 1832.152554152599 100 TCGA 1 50 100 1.0 0.0025 100 3655 -34 1830.3788766555454 1833.7559704037767 100 TCGA 1 50 100 1.0 0.0025 100 3655 -35 1829.4034040408258 1832.1688962390076 100 TCGA 1 50 100 1.0 0.0025 100 3655 -36 1829.0799252475688 1830.516131070391 100 TCGA 1 50 100 1.0 0.0025 100 3655 -37 1828.0351570947773 1830.0890493728407 100 TCGA 1 50 100 1.0 0.0025 100 3655 -38 1827.982820964123 1829.8855722705323 100 TCGA 1 50 100 1.0 0.0025 100 3655 -39 1827.002654112986 1829.7172146131045 100 TCGA 1 50 100 1.0 0.0025 100 3655 -40 1826.6668857591922 1829.452575990303 100 TCGA 1 50 100 1.0 0.0025 100 3655 -41 1826.2694295497195 1828.9208162394002 100 TCGA 1 50 100 1.0 0.0025 100 3655 -42 1825.6460820838986 1827.6546489773084 100 TCGA 1 50 100 1.0 0.0025 100 3655 -43 1825.476578060252 1827.554489365774 100 TCGA 1 50 100 1.0 0.0025 100 3655 -44 1824.8642663283997 1828.261310826594 100 TCGA 1 50 100 1.0 0.0025 100 3655 -45 1824.4192660825968 1826.7871694900282 100 TCGA 1 50 100 1.0 0.0025 100 3655 -46 1824.1223998437545 1830.8445173867383 100 TCGA 1 50 100 1.0 0.0025 100 3655 -47 1823.7780176233614 1828.2236763652245 100 TCGA 1 50 100 1.0 0.0025 100 3655 -48 1823.58196041134 1824.7576818418263 100 TCGA 1 50 100 1.0 0.0025 100 3655 -49 1823.2819244592554 1827.0567375451476 100 TCGA 1 50 100 1.0 0.0025 100 3655 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index d55a7a5be..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2562.224663467995 4935.417269452732 150 TCGA 1 100 100 0.5 0.0025 100 3943 -1 1984.9282488170938 2903.360506144001 150 TCGA 1 100 100 0.5 0.0025 100 3943 -2 1946.7905357097698 2215.8667789631754 150 TCGA 1 100 100 0.5 0.0025 100 3943 -3 1923.1507607191877 2098.998905661118 150 TCGA 1 100 100 0.5 0.0025 100 3943 -4 1908.965288443469 1958.3634615950848 150 TCGA 1 100 100 0.5 0.0025 100 3943 -5 1897.4535520621503 1895.9014536795305 150 TCGA 1 100 100 0.5 0.0025 100 3943 -6 1890.7844931271104 1902.4679077761857 150 TCGA 1 100 100 0.5 0.0025 100 3943 -7 1884.1999197516116 1884.5810522338254 150 TCGA 1 100 100 0.5 0.0025 100 3943 -8 1878.6462244016143 1879.523849103918 150 TCGA 1 100 100 0.5 0.0025 100 3943 -9 1874.8032983864427 1882.5031210741206 150 TCGA 1 100 100 0.5 0.0025 100 3943 -10 1871.4142472200833 1871.8863875039258 150 TCGA 1 100 100 0.5 0.0025 100 3943 -11 1868.3188251606493 1866.9493408203125 150 TCGA 1 100 100 0.5 0.0025 100 3943 -12 1864.3655348704428 1863.1014214137092 150 TCGA 1 100 100 0.5 0.0025 100 3943 -13 1862.1080033815072 1861.963099187343 150 TCGA 1 100 100 0.5 0.0025 100 3943 -14 1860.8703895872866 1858.3198193114008 150 TCGA 1 100 100 0.5 0.0025 100 3943 -15 1857.908403677844 1856.535136620603 150 TCGA 1 100 100 0.5 0.0025 100 3943 -16 1856.5355152667055 1854.0721914013427 150 TCGA 1 100 100 0.5 0.0025 100 3943 -17 1854.3654607753028 1852.7727768481077 150 TCGA 1 100 100 0.5 0.0025 100 3943 -18 1852.5599771136217 1851.178103039612 150 TCGA 1 100 100 0.5 0.0025 100 3943 -19 1851.366218349739 1850.7497920510757 150 TCGA 1 100 100 0.5 0.0025 100 3943 -20 1849.6488742089614 1848.3554129289023 150 TCGA 1 100 100 0.5 0.0025 100 3943 -21 1848.2045076005973 1847.1086806100816 150 TCGA 1 100 100 0.5 0.0025 100 3943 -22 1847.1047334804082 1846.6436013073178 150 TCGA 1 100 100 0.5 0.0025 100 3943 -23 1846.2008779333937 1845.1243632714354 150 TCGA 1 100 100 0.5 0.0025 100 3943 -24 1844.498609278641 1844.4553020228093 150 TCGA 1 100 100 0.5 0.0025 100 3943 -25 1843.6722772093487 1848.61219979291 150 TCGA 1 100 100 0.5 0.0025 100 3943 -26 1842.657189637559 1842.4129620269316 150 TCGA 1 100 100 0.5 0.0025 100 3943 -27 1841.7323036879377 1841.4962618267116 150 TCGA 1 100 100 0.5 0.0025 100 3943 -28 1841.3347363221299 1842.1225150410255 150 TCGA 1 100 100 0.5 0.0025 100 3943 -29 1839.9251829842024 1839.333057499411 150 TCGA 1 100 100 0.5 0.0025 100 3943 -30 1839.2512772759499 1839.5762405778894 150 TCGA 1 100 100 0.5 0.0025 100 3943 -31 1838.608810511667 1836.5043902373195 150 TCGA 1 100 100 0.5 0.0025 100 3943 -32 1837.6667238072182 1840.950366456305 150 TCGA 1 100 100 0.5 0.0025 100 3943 -33 1837.2129219907617 1837.469323546443 150 TCGA 1 100 100 0.5 0.0025 100 3943 -34 1835.797161924505 1835.4415252532192 150 TCGA 1 100 100 0.5 0.0025 100 3943 -35 1834.9503096708138 1834.7938753827732 150 TCGA 1 100 100 0.5 0.0025 100 3943 -36 1834.6637218640124 1834.776215673092 150 TCGA 1 100 100 0.5 0.0025 100 3943 -37 1833.9126663420905 1833.7463458650675 150 TCGA 1 100 100 0.5 0.0025 100 3943 -38 1833.6385182072934 1833.9738131575848 150 TCGA 1 100 100 0.5 0.0025 100 3943 -39 1832.9428309123289 1832.5946511120053 150 TCGA 1 100 100 0.5 0.0025 100 3943 -40 1832.268027437493 1832.1317709151224 150 TCGA 1 100 100 0.5 0.0025 100 3943 -41 1831.500889046302 1831.156362255614 150 TCGA 1 100 100 0.5 0.0025 100 3943 -42 1831.0796133612587 1831.1486963626728 150 TCGA 1 100 100 0.5 0.0025 100 3943 -43 1830.5621189509588 1831.0332534253298 150 TCGA 1 100 100 0.5 0.0025 100 3943 -44 1830.1490704834175 1830.8109535715687 150 TCGA 1 100 100 0.5 0.0025 100 3943 -45 1829.7073619394166 1829.8091010472283 150 TCGA 1 100 100 0.5 0.0025 100 3943 -46 1829.3961566968055 1829.1133119209328 150 TCGA 1 100 100 0.5 0.0025 100 3943 -47 1829.0058373426643 1838.8102217631124 150 TCGA 1 100 100 0.5 0.0025 100 3943 -48 1828.3677654230164 1828.6283652147456 150 TCGA 1 100 100 0.5 0.0025 100 3943 -49 1827.921698727689 1827.6915872085035 150 TCGA 1 100 100 0.5 0.0025 100 3943 -50 1827.4109601100542 1827.8787719113143 150 TCGA 1 100 100 0.5 0.0025 100 3943 -51 1826.9167833503886 1827.2589522318624 150 TCGA 1 100 100 0.5 0.0025 100 3943 -52 1826.733669147732 1826.1320948001728 150 TCGA 1 100 100 0.5 0.0025 100 3943 -53 1826.2361574527447 1830.209269614675 150 TCGA 1 100 100 0.5 0.0025 100 3943 -54 1825.6656797442909 1826.005196269433 150 TCGA 1 100 100 0.5 0.0025 100 3943 -55 1825.7520208161834 1825.9729997644472 150 TCGA 1 100 100 0.5 0.0025 100 3943 -56 1825.1120864760865 1827.9707270483275 150 TCGA 1 100 100 0.5 0.0025 100 3943 -57 1824.9255046399526 1826.684764766214 150 TCGA 1 100 100 0.5 0.0025 100 3943 -58 1824.6283770243042 1825.1851285234768 150 TCGA 1 100 100 0.5 0.0025 100 3943 -59 1823.9685691631669 1823.4763852220085 150 TCGA 1 100 100 0.5 0.0025 100 3943 -60 1823.6023061083608 1826.8911752365343 150 TCGA 1 100 100 0.5 0.0025 100 3943 -61 1823.6616693823075 1823.921985415358 150 TCGA 1 100 100 0.5 0.0025 100 3943 -62 1822.9961034649384 1823.6378836320273 150 TCGA 1 100 100 0.5 0.0025 100 3943 -63 1822.6877963260583 1823.5961552145493 150 TCGA 1 100 100 0.5 0.0025 100 3943 -64 1822.418091269952 1824.9303659410332 150 TCGA 1 100 100 0.5 0.0025 100 3943 -65 1822.776705915926 1827.15060961546 150 TCGA 1 100 100 0.5 0.0025 100 3943 -66 1821.9902042491533 1823.4227644570508 150 TCGA 1 100 100 0.5 0.0025 100 3943 -67 1821.452873910401 1822.7001370377277 150 TCGA 1 100 100 0.5 0.0025 100 3943 -68 1821.4036353054105 1821.571016091198 150 TCGA 1 100 100 0.5 0.0025 100 3943 -69 1821.1556277398033 1821.3621777098383 150 TCGA 1 100 100 0.5 0.0025 100 3943 -70 1820.7706310954766 1825.111875294441 150 TCGA 1 100 100 0.5 0.0025 100 3943 -71 1820.6885644057086 1820.873946760168 150 TCGA 1 100 100 0.5 0.0025 100 3943 -72 1820.2189364368887 1820.8768862623665 150 TCGA 1 100 100 0.5 0.0025 100 3943 -73 1820.5446517915382 1820.6179033595713 150 TCGA 1 100 100 0.5 0.0025 100 3943 -74 1819.8086209872536 1820.972408428863 150 TCGA 1 100 100 0.5 0.0025 100 3943 -75 1819.3717939477106 1820.6303661864008 150 TCGA 1 100 100 0.5 0.0025 100 3943 -76 1819.625450770415 1820.9648167595792 150 TCGA 1 100 100 0.5 0.0025 100 3943 -77 1819.2721084201291 1819.7728811292793 150 TCGA 1 100 100 0.5 0.0025 100 3943 -78 1819.27723183064 1820.0987401607647 150 TCGA 1 100 100 0.5 0.0025 100 3943 -79 1818.9448962155723 1819.9220737476444 150 TCGA 1 100 100 0.5 0.0025 100 3943 -80 1818.7444088417767 1819.235661338921 150 TCGA 1 100 100 0.5 0.0025 100 3943 -81 1818.566656958087 1820.2760279669833 150 TCGA 1 100 100 0.5 0.0025 100 3943 -82 1818.4998223651453 1819.7173612201634 150 TCGA 1 100 100 0.5 0.0025 100 3943 -83 1818.4109767058396 1820.6171954744425 150 TCGA 1 100 100 0.5 0.0025 100 3943 -84 1818.3517018337443 1819.1610426399577 150 TCGA 1 100 100 0.5 0.0025 100 3943 -85 1818.1317362810355 1818.412782908684 150 TCGA 1 100 100 0.5 0.0025 100 3943 -86 1817.8788400439894 1818.0203286942526 150 TCGA 1 100 100 0.5 0.0025 100 3943 -87 1817.689231425474 1818.9529434280778 150 TCGA 1 100 100 0.5 0.0025 100 3943 -88 1817.1935220354967 1820.219951073728 150 TCGA 1 100 100 0.5 0.0025 100 3943 -89 1817.2487437753541 1818.7958426164023 150 TCGA 1 100 100 0.5 0.0025 100 3943 -90 1816.9232656941083 1817.7613488585505 150 TCGA 1 100 100 0.5 0.0025 100 3943 -91 1817.2804162729824 1818.2472113987908 150 TCGA 1 100 100 0.5 0.0025 100 3943 -92 1816.9562226755436 1817.79481698041 150 TCGA 1 100 100 0.5 0.0025 100 3943 -93 1816.682967293168 1817.5703689345164 150 TCGA 1 100 100 0.5 0.0025 100 3943 -94 1816.6592678168427 1817.2836153423366 150 TCGA 1 100 100 0.5 0.0025 100 3943 -95 1816.5912827190405 1817.386700960859 150 TCGA 1 100 100 0.5 0.0025 100 3943 -96 1816.4477644932165 1817.156035916889 150 TCGA 1 100 100 0.5 0.0025 100 3943 -97 1816.0486599462001 1817.049401671443 150 TCGA 1 100 100 0.5 0.0025 100 3943 -98 1816.0461936462723 1816.4117854899498 150 TCGA 1 100 100 0.5 0.0025 100 3943 -99 1815.9708640141896 1815.7017908144237 150 TCGA 1 100 100 0.5 0.0025 100 3943 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index 3ad8f7265..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2571.456333027978 4431.181486043499 150 TCGA 1 100 100 0.0 0.0025 100 9412 -1 1982.3498715148305 3264.16092302332 150 TCGA 1 100 100 0.0 0.0025 100 9412 -2 1944.8088583015333 2258.224711202497 150 TCGA 1 100 100 0.0 0.0025 100 9412 -3 1924.440601531543 2059.1027586663786 150 TCGA 1 100 100 0.0 0.0025 100 9412 -4 1908.6165725294136 1938.73365852701 150 TCGA 1 100 100 0.0 0.0025 100 9412 -5 1899.536554656107 1907.6756113330323 150 TCGA 1 100 100 0.0 0.0025 100 9412 -6 1891.1416637081295 1893.036929643334 150 TCGA 1 100 100 0.0 0.0025 100 9412 -7 1885.5606344320743 1885.012522328439 150 TCGA 1 100 100 0.0 0.0025 100 9412 -8 1879.2724040104138 1895.535729796443 150 TCGA 1 100 100 0.0 0.0025 100 9412 -9 1875.1440179933195 1873.0672797581658 150 TCGA 1 100 100 0.0 0.0025 100 9412 -10 1870.8429864576212 1869.79379011758 150 TCGA 1 100 100 0.0 0.0025 100 9412 -11 1867.4007714969105 1868.2147971301822 150 TCGA 1 100 100 0.0 0.0025 100 9412 -12 1865.3457450913536 1866.371351999254 150 TCGA 1 100 100 0.0 0.0025 100 9412 -13 1862.7832426660254 1867.3054597940877 150 TCGA 1 100 100 0.0 0.0025 100 9412 -14 1860.0083645619322 1859.1182401264134 150 TCGA 1 100 100 0.0 0.0025 100 9412 -15 1858.736904726349 1856.9377570224167 150 TCGA 1 100 100 0.0 0.0025 100 9412 -16 1856.8311812950838 1856.1383878621623 150 TCGA 1 100 100 0.0 0.0025 100 9412 -17 1855.0113751845429 1853.2540657388506 150 TCGA 1 100 100 0.0 0.0025 100 9412 -18 1853.1791960985242 1855.081842317054 150 TCGA 1 100 100 0.0 0.0025 100 9412 -19 1851.80663163221 1850.9382434634108 150 TCGA 1 100 100 0.0 0.0025 100 9412 -20 1850.4305737394616 1848.625557597558 150 TCGA 1 100 100 0.0 0.0025 100 9412 -21 1848.8387883234561 1848.6484595830716 150 TCGA 1 100 100 0.0 0.0025 100 9412 -22 1847.548838262327 1847.783823291261 150 TCGA 1 100 100 0.0 0.0025 100 9412 -23 1846.2131428182597 1844.9634114174387 150 TCGA 1 100 100 0.0 0.0025 100 9412 -24 1845.0894703175795 1844.6939500971655 150 TCGA 1 100 100 0.0 0.0025 100 9412 -25 1844.0560646504214 1847.7001394914023 150 TCGA 1 100 100 0.0 0.0025 100 9412 -26 1842.5922365951835 1844.804466669284 150 TCGA 1 100 100 0.0 0.0025 100 9412 -27 1841.6817626135598 1840.5112182003768 150 TCGA 1 100 100 0.0 0.0025 100 9412 -28 1841.424987663527 1845.774932401264 150 TCGA 1 100 100 0.0 0.0025 100 9412 -29 1840.4955259643104 1845.5385926213096 150 TCGA 1 100 100 0.0 0.0025 100 9412 -30 1839.289372274367 1838.5842880172347 150 TCGA 1 100 100 0.0 0.0025 100 9412 -31 1838.3489431046337 1838.111493748037 150 TCGA 1 100 100 0.0 0.0025 100 9412 -32 1837.652759857297 1835.946916589785 150 TCGA 1 100 100 0.0 0.0025 100 9412 -33 1836.5738643931948 1837.282654115303 150 TCGA 1 100 100 0.0 0.0025 100 9412 -34 1836.1235783897696 1836.2585939953674 150 TCGA 1 100 100 0.0 0.0025 100 9412 -35 1835.6669885222568 1836.347559943271 150 TCGA 1 100 100 0.0 0.0025 100 9412 -36 1834.9414134987337 1836.1222917566347 150 TCGA 1 100 100 0.0 0.0025 100 9412 -37 1833.9531019866326 1833.6928839755417 150 TCGA 1 100 100 0.0 0.0025 100 9412 -38 1833.517276294264 1832.804651921718 150 TCGA 1 100 100 0.0 0.0025 100 9412 -39 1832.741907456342 1833.1236014054648 150 TCGA 1 100 100 0.0 0.0025 100 9412 -40 1832.4710685592875 1832.2888257203988 150 TCGA 1 100 100 0.0 0.0025 100 9412 -41 1831.4714049850143 1830.780852504711 150 TCGA 1 100 100 0.0 0.0025 100 9412 -42 1831.125830947428 1830.0104041938207 150 TCGA 1 100 100 0.0 0.0025 100 9412 -43 1830.6113186553196 1834.616531755457 150 TCGA 1 100 100 0.0 0.0025 100 9412 -44 1830.0272058196758 1829.5758608717415 150 TCGA 1 100 100 0.0 0.0025 100 9412 -45 1829.441938486918 1831.4997067858826 150 TCGA 1 100 100 0.0 0.0025 100 9412 -46 1829.4957000701766 1828.8057947206737 150 TCGA 1 100 100 0.0 0.0025 100 9412 -47 1828.5660644285992 1829.482521862241 150 TCGA 1 100 100 0.0 0.0025 100 9412 -48 1828.583229566528 1829.9885579018137 150 TCGA 1 100 100 0.0 0.0025 100 9412 -49 1827.6353818763778 1827.15218855508 150 TCGA 1 100 100 0.0 0.0025 100 9412 -50 1827.0356820284594 1826.7998568280857 150 TCGA 1 100 100 0.0 0.0025 100 9412 -51 1827.1797012889447 1827.5794831089038 150 TCGA 1 100 100 0.0 0.0025 100 9412 -52 1827.0166095742584 1827.003941828282 150 TCGA 1 100 100 0.0 0.0025 100 9412 -53 1826.2388457247077 1827.2893882253063 150 TCGA 1 100 100 0.0 0.0025 100 9412 -54 1825.8780620177683 1826.1809707718278 150 TCGA 1 100 100 0.0 0.0025 100 9412 -55 1825.394244325495 1825.3562692613457 150 TCGA 1 100 100 0.0 0.0025 100 9412 -56 1825.0917291838166 1825.5736237339038 150 TCGA 1 100 100 0.0 0.0025 100 9412 -57 1824.9946458562968 1824.3932130133087 150 TCGA 1 100 100 0.0 0.0025 100 9412 -58 1824.350713853126 1825.2868640075376 150 TCGA 1 100 100 0.0 0.0025 100 9412 -59 1824.2752753810328 1825.230250986377 150 TCGA 1 100 100 0.0 0.0025 100 9412 -60 1823.841255645292 1824.021249435655 150 TCGA 1 100 100 0.0 0.0025 100 9412 -61 1823.4652823801484 1823.2929748841866 150 TCGA 1 100 100 0.0 0.0025 100 9412 -62 1823.291860334122 1824.2540835279915 150 TCGA 1 100 100 0.0 0.0025 100 9412 -63 1822.8699375224546 1824.1969245642274 150 TCGA 1 100 100 0.0 0.0025 100 9412 -64 1822.7768564225307 1824.842208478918 150 TCGA 1 100 100 0.0 0.0025 100 9412 -65 1822.4105956159221 1821.2735473019393 150 TCGA 1 100 100 0.0 0.0025 100 9412 -66 1821.9649435290935 1821.745411015036 150 TCGA 1 100 100 0.0 0.0025 100 9412 -67 1821.4757083075722 1821.3049721262562 150 TCGA 1 100 100 0.0 0.0025 100 9412 -68 1821.6737167234066 1824.261966571137 150 TCGA 1 100 100 0.0 0.0025 100 9412 -69 1821.33582791059 1822.692845943585 150 TCGA 1 100 100 0.0 0.0025 100 9412 -70 1820.8612695083593 1820.8050193594927 150 TCGA 1 100 100 0.0 0.0025 100 9412 -71 1820.860773719492 1822.4057899360082 150 TCGA 1 100 100 0.0 0.0025 100 9412 -72 1820.5390873119254 1820.1377603348776 150 TCGA 1 100 100 0.0 0.0025 100 9412 -73 1820.2197246549385 1820.29213818114 150 TCGA 1 100 100 0.0 0.0025 100 9412 -74 1820.1681398310184 1820.721339240146 150 TCGA 1 100 100 0.0 0.0025 100 9412 -75 1820.3390600692217 1820.737155013348 150 TCGA 1 100 100 0.0 0.0025 100 9412 -76 1819.5003898238242 1820.7467090089117 150 TCGA 1 100 100 0.0 0.0025 100 9412 -77 1819.221624845106 1818.80360604291 150 TCGA 1 100 100 0.0 0.0025 100 9412 -78 1819.090246218232 1820.1758977995446 150 TCGA 1 100 100 0.0 0.0025 100 9412 -79 1819.3365917391031 1819.626409636071 150 TCGA 1 100 100 0.0 0.0025 100 9412 -80 1818.947266306272 1818.9580765153894 150 TCGA 1 100 100 0.0 0.0025 100 9412 -81 1818.6136226898884 1819.1078874597597 150 TCGA 1 100 100 0.0 0.0025 100 9412 -82 1818.7379528905335 1819.019761281996 150 TCGA 1 100 100 0.0 0.0025 100 9412 -83 1818.3415626673204 1819.3618102720634 150 TCGA 1 100 100 0.0 0.0025 100 9412 -84 1817.982694193034 1818.6906143265153 150 TCGA 1 100 100 0.0 0.0025 100 9412 -85 1817.9940667342416 1819.687868664612 150 TCGA 1 100 100 0.0 0.0025 100 9412 -86 1817.8304629619133 1817.5036866461212 150 TCGA 1 100 100 0.0 0.0025 100 9412 -87 1817.687499591237 1818.005882684909 150 TCGA 1 100 100 0.0 0.0025 100 9412 -88 1817.724041017042 1818.858758514251 150 TCGA 1 100 100 0.0 0.0025 100 9412 -89 1817.7673410968544 1818.274599314934 150 TCGA 1 100 100 0.0 0.0025 100 9412 -90 1817.5081558747008 1818.0357696686558 150 TCGA 1 100 100 0.0 0.0025 100 9412 -91 1817.3230112635513 1816.9526925398477 150 TCGA 1 100 100 0.0 0.0025 100 9412 -92 1816.950965749351 1817.1027899507303 150 TCGA 1 100 100 0.0 0.0025 100 9412 -93 1817.038431546773 1818.7538976621388 150 TCGA 1 100 100 0.0 0.0025 100 9412 -94 1817.0105265512943 1816.8367478260443 150 TCGA 1 100 100 0.0 0.0025 100 9412 -95 1816.6106368928286 1817.3697865548445 150 TCGA 1 100 100 0.0 0.0025 100 9412 -96 1816.5487165871523 1816.0368462183967 150 TCGA 1 100 100 0.0 0.0025 100 9412 -97 1815.9654648520343 1816.6541251177764 150 TCGA 1 100 100 0.0 0.0025 100 9412 -98 1815.9477861440398 1816.463011468475 150 TCGA 1 100 100 0.0 0.0025 100 9412 -99 1815.6929688835294 1815.753688486377 150 TCGA 1 100 100 0.0 0.0025 100 9412 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index d42f45e21..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2561.9688904919067 4025.835405052607 150 TCGA 1 100 100 1.0 0.0025 100 4988 -1 1990.3474789694067 2911.527095928863 150 TCGA 1 100 100 1.0 0.0025 100 4988 -2 1945.921772291437 2259.065103348775 150 TCGA 1 100 100 1.0 0.0025 100 4988 -3 1923.5108322107787 1982.4065346262562 150 TCGA 1 100 100 1.0 0.0025 100 4988 -4 1909.917768197156 1929.5130412806218 150 TCGA 1 100 100 1.0 0.0025 100 4988 -5 1897.814704732366 1904.711741078439 150 TCGA 1 100 100 1.0 0.0025 100 4988 -6 1891.0007976604793 1901.6222138524654 150 TCGA 1 100 100 1.0 0.0025 100 4988 -7 1884.304191561253 1899.536619253494 150 TCGA 1 100 100 1.0 0.0025 100 4988 -8 1879.8687138353584 1885.894860655818 150 TCGA 1 100 100 1.0 0.0025 100 4988 -9 1875.7272178427638 1871.5327491951948 150 TCGA 1 100 100 1.0 0.0025 100 4988 -10 1872.3843349384829 1871.229297733786 150 TCGA 1 100 100 1.0 0.0025 100 4988 -11 1868.6190090168798 1866.374241201123 150 TCGA 1 100 100 1.0 0.0025 100 4988 -12 1865.191649177961 1863.1719627188677 150 TCGA 1 100 100 1.0 0.0025 100 4988 -13 1863.0478203057419 1859.8378047463882 150 TCGA 1 100 100 1.0 0.0025 100 4988 -14 1860.5077650562196 1859.1524823826162 150 TCGA 1 100 100 1.0 0.0025 100 4988 -15 1858.828636471748 1857.6289804736573 150 TCGA 1 100 100 1.0 0.0025 100 4988 -16 1856.5295941684644 1858.011456820234 150 TCGA 1 100 100 1.0 0.0025 100 4988 -17 1855.180347475413 1852.793317785215 150 TCGA 1 100 100 1.0 0.0025 100 4988 -18 1853.2733603800125 1853.0133909292556 150 TCGA 1 100 100 1.0 0.0025 100 4988 -19 1851.2380054166026 1852.076241191308 150 TCGA 1 100 100 1.0 0.0025 100 4988 -20 1850.5350162349837 1851.8261534724404 150 TCGA 1 100 100 1.0 0.0025 100 4988 -21 1848.595399890844 1847.3072939158685 150 TCGA 1 100 100 1.0 0.0025 100 4988 -22 1847.2031053793671 1847.853486794323 150 TCGA 1 100 100 1.0 0.0025 100 4988 -23 1846.1413348308963 1845.562054658056 150 TCGA 1 100 100 1.0 0.0025 100 4988 -24 1845.0951531205092 1843.7891808898005 150 TCGA 1 100 100 1.0 0.0025 100 4988 -25 1844.1409645868287 1843.6092799201083 150 TCGA 1 100 100 1.0 0.0025 100 4988 -26 1842.8964505157828 1842.025313947668 150 TCGA 1 100 100 1.0 0.0025 100 4988 -27 1841.7122099661697 1839.5910331687735 150 TCGA 1 100 100 1.0 0.0025 100 4988 -28 1840.8284979419045 1839.0657529591315 150 TCGA 1 100 100 1.0 0.0025 100 4988 -29 1839.9603631059724 1842.7102848225502 150 TCGA 1 100 100 1.0 0.0025 100 4988 -30 1839.2531761444498 1842.2390854418577 150 TCGA 1 100 100 1.0 0.0025 100 4988 -31 1838.3786463992433 1838.2446497624842 150 TCGA 1 100 100 1.0 0.0025 100 4988 -32 1837.992356741584 1838.4931990273633 150 TCGA 1 100 100 1.0 0.0025 100 4988 -33 1837.2278749568345 1837.24939762288 150 TCGA 1 100 100 1.0 0.0025 100 4988 -34 1836.3305392098728 1835.1896396042714 150 TCGA 1 100 100 1.0 0.0025 100 4988 -35 1835.3179525602527 1837.9062616549545 150 TCGA 1 100 100 1.0 0.0025 100 4988 -36 1834.8010221477705 1835.2389124577967 150 TCGA 1 100 100 1.0 0.0025 100 4988 -37 1834.003558256275 1834.7566715413002 150 TCGA 1 100 100 1.0 0.0025 100 4988 -38 1833.181668311893 1832.540794794284 150 TCGA 1 100 100 1.0 0.0025 100 4988 -39 1833.0191536618206 1833.162469451751 150 TCGA 1 100 100 1.0 0.0025 100 4988 -40 1832.377122298457 1832.13090047405 150 TCGA 1 100 100 1.0 0.0025 100 4988 -41 1831.824773346264 1831.308214043852 150 TCGA 1 100 100 1.0 0.0025 100 4988 -42 1831.5150434253658 1832.945816730135 150 TCGA 1 100 100 1.0 0.0025 100 4988 -43 1830.5671955717103 1830.8055291103958 150 TCGA 1 100 100 1.0 0.0025 100 4988 -44 1830.136525105254 1829.880344716748 150 TCGA 1 100 100 1.0 0.0025 100 4988 -45 1829.636246928281 1829.5834151224874 150 TCGA 1 100 100 1.0 0.0025 100 4988 -46 1829.2163862315042 1830.3692878454774 150 TCGA 1 100 100 1.0 0.0025 100 4988 -47 1829.1346358154378 1829.5454825396514 150 TCGA 1 100 100 1.0 0.0025 100 4988 -48 1828.3081236450862 1828.7531781220555 150 TCGA 1 100 100 1.0 0.0025 100 4988 -49 1828.2258624521692 1828.607708954931 150 TCGA 1 100 100 1.0 0.0025 100 4988 -50 1827.4803096593685 1827.8614238183104 150 TCGA 1 100 100 1.0 0.0025 100 4988 -51 1827.0834184151195 1827.040844481195 150 TCGA 1 100 100 1.0 0.0025 100 4988 -52 1826.6204841342112 1826.8195414327497 150 TCGA 1 100 100 1.0 0.0025 100 4988 -53 1826.2794626829732 1827.286453630457 150 TCGA 1 100 100 1.0 0.0025 100 4988 -54 1825.8399041651987 1825.6072795618718 150 TCGA 1 100 100 1.0 0.0025 100 4988 -55 1825.6327796899416 1827.8209983020572 150 TCGA 1 100 100 1.0 0.0025 100 4988 -56 1825.0068927692082 1824.9910919342808 150 TCGA 1 100 100 1.0 0.0025 100 4988 -57 1824.7206188652822 1824.5400108452418 150 TCGA 1 100 100 1.0 0.0025 100 4988 -58 1824.6551679902236 1826.7951549740892 150 TCGA 1 100 100 1.0 0.0025 100 4988 -59 1824.178008028327 1825.4689401597832 150 TCGA 1 100 100 1.0 0.0025 100 4988 -60 1823.8634198207196 1823.5654235533134 150 TCGA 1 100 100 1.0 0.0025 100 4988 -61 1823.7053221974977 1824.190583042164 150 TCGA 1 100 100 1.0 0.0025 100 4988 -62 1823.0952736920233 1823.4860704891646 150 TCGA 1 100 100 1.0 0.0025 100 4988 -63 1822.7426141125109 1825.040342091316 150 TCGA 1 100 100 1.0 0.0025 100 4988 -64 1822.692758833754 1823.413373017431 150 TCGA 1 100 100 1.0 0.0025 100 4988 -65 1822.2938278339607 1823.3099469515546 150 TCGA 1 100 100 1.0 0.0025 100 4988 -66 1821.7209988651643 1822.788743522299 150 TCGA 1 100 100 1.0 0.0025 100 4988 -67 1821.6542416374682 1821.7325476258245 150 TCGA 1 100 100 1.0 0.0025 100 4988 -68 1821.3638813143557 1823.0790580097755 150 TCGA 1 100 100 1.0 0.0025 100 4988 -69 1821.5329378513184 1821.3150475276775 150 TCGA 1 100 100 1.0 0.0025 100 4988 -70 1821.0807390405685 1821.293008008794 150 TCGA 1 100 100 1.0 0.0025 100 4988 -71 1820.6545456891508 1822.0741788777873 150 TCGA 1 100 100 1.0 0.0025 100 4988 -72 1820.68593811587 1820.998579935812 150 TCGA 1 100 100 1.0 0.0025 100 4988 -73 1820.0762575790145 1822.9911176978644 150 TCGA 1 100 100 1.0 0.0025 100 4988 -74 1819.9895068855342 1822.3297701888348 150 TCGA 1 100 100 1.0 0.0025 100 4988 -75 1819.9634924334118 1821.2186671884815 150 TCGA 1 100 100 1.0 0.0025 100 4988 -76 1819.5273017700208 1820.4111119562658 150 TCGA 1 100 100 1.0 0.0025 100 4988 -77 1819.1816190423037 1820.443991809634 150 TCGA 1 100 100 1.0 0.0025 100 4988 -78 1819.282410151672 1819.8117528560772 150 TCGA 1 100 100 1.0 0.0025 100 4988 -79 1819.1141064474925 1819.9228601503612 150 TCGA 1 100 100 1.0 0.0025 100 4988 -80 1819.0824785731788 1818.9835352298603 150 TCGA 1 100 100 1.0 0.0025 100 4988 -81 1818.976257780671 1819.0100306218592 150 TCGA 1 100 100 1.0 0.0025 100 4988 -82 1818.7517053736335 1820.999531348147 150 TCGA 1 100 100 1.0 0.0025 100 4988 -83 1818.6544232509514 1819.287973681886 150 TCGA 1 100 100 1.0 0.0025 100 4988 -84 1818.2718330772477 1818.916072672935 150 TCGA 1 100 100 1.0 0.0025 100 4988 -85 1818.2749958006395 1818.3820205765153 150 TCGA 1 100 100 1.0 0.0025 100 4988 -86 1818.0852263065597 1819.805496599207 150 TCGA 1 100 100 1.0 0.0025 100 4988 -87 1817.5825388384978 1818.0542219152403 150 TCGA 1 100 100 1.0 0.0025 100 4988 -88 1817.434743614465 1817.720823968475 150 TCGA 1 100 100 1.0 0.0025 100 4988 -89 1817.2764211442404 1819.9796749862594 150 TCGA 1 100 100 1.0 0.0025 100 4988 -90 1816.9910903114842 1817.7814861661825 150 TCGA 1 100 100 1.0 0.0025 100 4988 -91 1817.0377261168937 1817.70079768962 150 TCGA 1 100 100 1.0 0.0025 100 4988 -92 1816.7024661554983 1816.887930251845 150 TCGA 1 100 100 1.0 0.0025 100 4988 -93 1816.5013330993754 1819.7572144168107 150 TCGA 1 100 100 1.0 0.0025 100 4988 -94 1816.3570116675182 1817.555361033684 150 TCGA 1 100 100 1.0 0.0025 100 4988 -95 1816.2089154711525 1817.9273877934595 150 TCGA 1 100 100 1.0 0.0025 100 4988 -96 1816.4041294183485 1817.0061403207444 150 TCGA 1 100 100 1.0 0.0025 100 4988 -97 1816.5179587516525 1816.7989409940326 150 TCGA 1 100 100 1.0 0.0025 100 4988 -98 1815.7924687917484 1816.79818464883 150 TCGA 1 100 100 1.0 0.0025 100 4988 -99 1815.9776512543688 1816.111513377434 150 TCGA 1 100 100 1.0 0.0025 100 4988 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 4817021da..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2572.093176900389 4357.179770924937 150 TCGA 1 50 100 0.5 0.0025 100 7877 -1 1985.3580816732824 3125.656609463332 150 TCGA 1 50 100 0.5 0.0025 100 7877 -2 1946.55018104939 2146.692938569802 150 TCGA 1 50 100 0.5 0.0025 100 7877 -3 1922.4103139235858 1994.121507194174 150 TCGA 1 50 100 0.5 0.0025 100 7877 -4 1910.1287483992833 1921.7637632743797 150 TCGA 1 50 100 0.5 0.0025 100 7877 -5 1898.0958847248578 1906.453233575102 150 TCGA 1 50 100 0.5 0.0025 100 7877 -6 1890.415369942673 1907.4377410735317 150 TCGA 1 50 100 0.5 0.0025 100 7877 -7 1883.6061659364884 1880.4496763603172 150 TCGA 1 50 100 0.5 0.0025 100 7877 -8 1878.4835881172432 1880.9697437382224 150 TCGA 1 50 100 0.5 0.0025 100 7877 -9 1875.5552038905316 1873.5806620995604 150 TCGA 1 50 100 0.5 0.0025 100 7877 -10 1871.1595518118781 1869.1767105792635 150 TCGA 1 50 100 0.5 0.0025 100 7877 -11 1869.4333643793514 1866.4729654130026 150 TCGA 1 50 100 0.5 0.0025 100 7877 -12 1865.21335425783 1863.7564304677685 150 TCGA 1 50 100 0.5 0.0025 100 7877 -13 1863.1604627815125 1860.305662222244 150 TCGA 1 50 100 0.5 0.0025 100 7877 -14 1860.1887291781484 1862.9682519040516 150 TCGA 1 50 100 0.5 0.0025 100 7877 -15 1858.6042225400522 1857.1233032839982 150 TCGA 1 50 100 0.5 0.0025 100 7877 -16 1856.540266648216 1855.9701939875158 150 TCGA 1 50 100 0.5 0.0025 100 7877 -17 1854.1455458956034 1853.035104722833 150 TCGA 1 50 100 0.5 0.0025 100 7877 -18 1852.7530134294511 1853.0339380005496 150 TCGA 1 50 100 0.5 0.0025 100 7877 -19 1851.8151995674523 1848.9112493620446 150 TCGA 1 50 100 0.5 0.0025 100 7877 -20 1850.1951102984779 1849.7323531721106 150 TCGA 1 50 100 0.5 0.0025 100 7877 -21 1848.8351943412786 1845.9264756399184 150 TCGA 1 50 100 0.5 0.0025 100 7877 -22 1847.3536446579121 1845.1433951986494 150 TCGA 1 50 100 0.5 0.0025 100 7877 -23 1846.1307822005106 1850.0321719682397 150 TCGA 1 50 100 0.5 0.0025 100 7877 -24 1845.142289429188 1845.657000211016 150 TCGA 1 50 100 0.5 0.0025 100 7877 -25 1843.927423360718 1843.9200286098462 150 TCGA 1 50 100 0.5 0.0025 100 7877 -26 1842.377510419101 1841.940454837665 150 TCGA 1 50 100 0.5 0.0025 100 7877 -27 1841.8060516790028 1842.0334785499765 150 TCGA 1 50 100 0.5 0.0025 100 7877 -28 1840.8972479310044 1839.229221669873 150 TCGA 1 50 100 0.5 0.0025 100 7877 -29 1840.1617792306008 1842.6021581295147 150 TCGA 1 50 100 0.5 0.0025 100 7877 -30 1839.4749894021331 1838.7987900930434 150 TCGA 1 50 100 0.5 0.0025 100 7877 -31 1838.5410011275324 1847.245685826594 150 TCGA 1 50 100 0.5 0.0025 100 7877 -32 1837.7338102391582 1836.076168194488 150 TCGA 1 50 100 0.5 0.0025 100 7877 -33 1836.9398204532235 1836.6969546217415 150 TCGA 1 50 100 0.5 0.0025 100 7877 -34 1835.643784630417 1836.8211271199748 150 TCGA 1 50 100 0.5 0.0025 100 7877 -35 1835.2480792626698 1835.7745680305827 150 TCGA 1 50 100 0.5 0.0025 100 7877 -36 1834.859478730471 1833.8741436675566 150 TCGA 1 50 100 0.5 0.0025 100 7877 -37 1834.464052983993 1835.5438532997016 150 TCGA 1 50 100 0.5 0.0025 100 7877 -38 1833.6003374639852 1833.3689700946136 150 TCGA 1 50 100 0.5 0.0025 100 7877 -39 1833.169576238476 1834.545217542792 150 TCGA 1 50 100 0.5 0.0025 100 7877 -40 1832.6719722992634 1831.5783488978093 150 TCGA 1 50 100 0.5 0.0025 100 7877 -41 1831.6597937588074 1832.2898636247644 150 TCGA 1 50 100 0.5 0.0025 100 7877 -42 1831.1055259904713 1831.125768000157 150 TCGA 1 50 100 0.5 0.0025 100 7877 -43 1830.7921708306374 1831.48121712076 150 TCGA 1 50 100 0.5 0.0025 100 7877 -44 1830.4234545154488 1830.728415637759 150 TCGA 1 50 100 0.5 0.0025 100 7877 -45 1829.5070645860003 1829.2456631301036 150 TCGA 1 50 100 0.5 0.0025 100 7877 -46 1829.4496052900931 1828.4825973127356 150 TCGA 1 50 100 0.5 0.0025 100 7877 -47 1828.8707148810292 1833.3685308868562 150 TCGA 1 50 100 0.5 0.0025 100 7877 -48 1828.2564897832094 1829.5468921757224 150 TCGA 1 50 100 0.5 0.0025 100 7877 -49 1827.853761250798 1827.5880967336684 150 TCGA 1 50 100 0.5 0.0025 100 7877 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index 70312549f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2580.0921951057203 4610.253290377669 150 TCGA 1 50 100 0.0 0.0025 100 3047 -1 1983.438846847444 2834.8348922346104 150 TCGA 1 50 100 0.0 0.0025 100 3047 -2 1947.2287385780667 2411.429839627827 150 TCGA 1 50 100 0.0 0.0025 100 3047 -3 1924.9492156161489 1953.1444005918263 150 TCGA 1 50 100 0.0 0.0025 100 3047 -4 1911.0299378156742 1961.3443210927685 150 TCGA 1 50 100 0.0 0.0025 100 3047 -5 1899.638670853092 1909.8389996859296 150 TCGA 1 50 100 0.0 0.0025 100 3047 -6 1891.1706812479943 1893.072326353447 150 TCGA 1 50 100 0.0 0.0025 100 3047 -7 1885.5997470873172 1882.0696696372488 150 TCGA 1 50 100 0.0 0.0025 100 3047 -8 1880.4740342315731 1877.6225475522142 150 TCGA 1 50 100 0.0 0.0025 100 3047 -9 1877.0949891247192 1869.9044545235945 150 TCGA 1 50 100 0.0 0.0025 100 3047 -10 1871.6221073464446 1868.7026127954225 150 TCGA 1 50 100 0.0 0.0025 100 3047 -11 1869.2667348601747 1864.1349711202497 150 TCGA 1 50 100 0.0 0.0025 100 3047 -12 1865.8953823903294 1863.3607527383008 150 TCGA 1 50 100 0.0 0.0025 100 3047 -13 1863.1294376966423 1857.7147235199434 150 TCGA 1 50 100 0.0 0.0025 100 3047 -14 1861.2572337049553 1857.3740988879947 150 TCGA 1 50 100 0.0 0.0025 100 3047 -15 1859.5391289240176 1860.1812934300408 150 TCGA 1 50 100 0.0 0.0025 100 3047 -16 1856.4140006950065 1851.6666860915907 150 TCGA 1 50 100 0.0 0.0025 100 3047 -17 1855.1881482847862 1853.628872511974 150 TCGA 1 50 100 0.0 0.0025 100 3047 -18 1853.1255350165075 1849.9479416123586 150 TCGA 1 50 100 0.0 0.0025 100 3047 -19 1852.0353723222197 1848.2571518481077 150 TCGA 1 50 100 0.0 0.0025 100 3047 -20 1850.9880036452955 1858.2409428735475 150 TCGA 1 50 100 0.0 0.0025 100 3047 -21 1848.6159952331673 1847.339798970438 150 TCGA 1 50 100 0.0 0.0025 100 3047 -22 1847.850673331069 1843.9808049034234 150 TCGA 1 50 100 0.0 0.0025 100 3047 -23 1846.5903715450245 1842.320968244543 150 TCGA 1 50 100 0.0 0.0025 100 3047 -24 1844.9537107167678 1841.8180980586526 150 TCGA 1 50 100 0.0 0.0025 100 3047 -25 1844.686635138853 1840.490055870171 150 TCGA 1 50 100 0.0 0.0025 100 3047 -26 1843.1369038107193 1840.1291221733668 150 TCGA 1 50 100 0.0 0.0025 100 3047 -27 1842.5857066169276 1839.9550499077418 150 TCGA 1 50 100 0.0 0.0025 100 3047 -28 1841.7839981966458 1837.100026499686 150 TCGA 1 50 100 0.0 0.0025 100 3047 -29 1840.3873262538457 1837.2380217739087 150 TCGA 1 50 100 0.0 0.0025 100 3047 -30 1839.9102855826718 1836.1973202192603 150 TCGA 1 50 100 0.0 0.0025 100 3047 -31 1838.6029941794302 1835.6822012896514 150 TCGA 1 50 100 0.0 0.0025 100 3047 -32 1838.1595879465438 1835.8936920932788 150 TCGA 1 50 100 0.0 0.0025 100 3047 -33 1837.4941814059405 1834.9620306120446 150 TCGA 1 50 100 0.0 0.0025 100 3047 -34 1837.1549240948566 1833.682333788081 150 TCGA 1 50 100 0.0 0.0025 100 3047 -35 1836.1188253187045 1835.2556618541928 150 TCGA 1 50 100 0.0 0.0025 100 3047 -36 1835.1271643874395 1833.8333200425957 150 TCGA 1 50 100 0.0 0.0025 100 3047 -37 1834.6415531513135 1831.2938575936323 150 TCGA 1 50 100 0.0 0.0025 100 3047 -38 1834.0595905054013 1829.8171503268295 150 TCGA 1 50 100 0.0 0.0025 100 3047 -39 1833.4522458593924 1830.685013814188 150 TCGA 1 50 100 0.0 0.0025 100 3047 -40 1833.0087022957011 1830.5047202565563 150 TCGA 1 50 100 0.0 0.0025 100 3047 -41 1832.1053391039432 1830.011204091748 150 TCGA 1 50 100 0.0 0.0025 100 3047 -42 1831.7148443222684 1830.3541032800722 150 TCGA 1 50 100 0.0 0.0025 100 3047 -43 1831.052600014541 1828.32635896769 150 TCGA 1 50 100 0.0 0.0025 100 3047 -44 1830.3886018538665 1828.3397738202732 150 TCGA 1 50 100 0.0 0.0025 100 3047 -45 1830.191629993342 1827.789474103918 150 TCGA 1 50 100 0.0 0.0025 100 3047 -46 1829.6644046756621 1827.3299493070822 150 TCGA 1 50 100 0.0 0.0025 100 3047 -47 1829.387245536742 1826.8296389172424 150 TCGA 1 50 100 0.0 0.0025 100 3047 -48 1828.4453959149407 1825.2910217591866 150 TCGA 1 50 100 0.0 0.0025 100 3047 -49 1828.381171288561 1826.7282132096027 150 TCGA 1 50 100 0.0 0.0025 100 3047 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 7d2b269fb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2567.41234435933 4484.763374980371 150 TCGA 1 50 100 1.0 0.0025 100 3744 -1 1984.9808144682765 3049.796559702811 150 TCGA 1 50 100 1.0 0.0025 100 3744 -2 1945.4709025469326 2247.675391115735 150 TCGA 1 50 100 1.0 0.0025 100 3744 -3 1921.8002646278358 2033.8856679638427 150 TCGA 1 50 100 1.0 0.0025 100 3744 -4 1907.5667648851932 1947.316354722833 150 TCGA 1 50 100 1.0 0.0025 100 3744 -5 1897.786583364908 1905.0028481028187 150 TCGA 1 50 100 1.0 0.0025 100 3744 -6 1889.819937132767 1898.8075987849404 150 TCGA 1 50 100 1.0 0.0025 100 3744 -7 1883.1192910226011 1889.7957972234217 150 TCGA 1 50 100 1.0 0.0025 100 3744 -8 1878.5770454019264 1876.1010644040516 150 TCGA 1 50 100 1.0 0.0025 100 3744 -9 1874.6931050834226 1871.255164371663 150 TCGA 1 50 100 1.0 0.0025 100 3744 -10 1870.6649926678786 1870.0213586241755 150 TCGA 1 50 100 1.0 0.0025 100 3744 -11 1868.2204142929334 1864.2092254485317 150 TCGA 1 50 100 1.0 0.0025 100 3744 -12 1865.2623386802466 1859.715476184634 150 TCGA 1 50 100 1.0 0.0025 100 3744 -13 1863.0060227440197 1863.6091817731235 150 TCGA 1 50 100 1.0 0.0025 100 3744 -14 1859.9027408906852 1861.6893899428785 150 TCGA 1 50 100 1.0 0.0025 100 3744 -15 1857.8532831613766 1855.954710687225 150 TCGA 1 50 100 1.0 0.0025 100 3744 -16 1856.156804473635 1857.3064431041928 150 TCGA 1 50 100 1.0 0.0025 100 3744 -17 1854.440444075964 1851.9506369739322 150 TCGA 1 50 100 1.0 0.0025 100 3744 -18 1852.686809489977 1850.7309631654366 150 TCGA 1 50 100 1.0 0.0025 100 3744 -19 1850.8757565252774 1849.5219419853172 150 TCGA 1 50 100 1.0 0.0025 100 3744 -20 1849.2758056967637 1849.442400601641 150 TCGA 1 50 100 1.0 0.0025 100 3744 -21 1848.2988820953658 1845.184406529719 150 TCGA 1 50 100 1.0 0.0025 100 3744 -22 1847.0095443751134 1845.063970364518 150 TCGA 1 50 100 1.0 0.0025 100 3744 -23 1845.7060688988333 1844.0596635521356 150 TCGA 1 50 100 1.0 0.0025 100 3744 -24 1844.8250698358277 1844.2482597312735 150 TCGA 1 50 100 1.0 0.0025 100 3744 -25 1843.3836604383512 1842.573854992737 150 TCGA 1 50 100 1.0 0.0025 100 3744 -26 1842.4601627438844 1841.8528519060144 150 TCGA 1 50 100 1.0 0.0025 100 3744 -27 1841.6999099549205 1840.172522156682 150 TCGA 1 50 100 1.0 0.0025 100 3744 -28 1840.0850717940757 1839.8916757861573 150 TCGA 1 50 100 1.0 0.0025 100 3744 -29 1839.8368946734995 1838.455455990892 150 TCGA 1 50 100 1.0 0.0025 100 3744 -30 1838.7609907427675 1838.121706555237 150 TCGA 1 50 100 1.0 0.0025 100 3744 -31 1838.1224218215882 1841.7970915367855 150 TCGA 1 50 100 1.0 0.0025 100 3744 -32 1837.5641515803984 1836.368782388505 150 TCGA 1 50 100 1.0 0.0025 100 3744 -33 1836.2981722235932 1837.017611863026 150 TCGA 1 50 100 1.0 0.0025 100 3744 -34 1836.2259347487513 1835.87244449788 150 TCGA 1 50 100 1.0 0.0025 100 3744 -35 1835.4918609935933 1835.885449586801 150 TCGA 1 50 100 1.0 0.0025 100 3744 -36 1834.6178852723824 1833.3432703066112 150 TCGA 1 50 100 1.0 0.0025 100 3744 -37 1834.1573737172466 1834.624985891371 150 TCGA 1 50 100 1.0 0.0025 100 3744 -38 1833.4526109939202 1833.5133823413944 150 TCGA 1 50 100 1.0 0.0025 100 3744 -39 1832.764690880744 1831.9131773368797 150 TCGA 1 50 100 1.0 0.0025 100 3744 -40 1831.9856888057532 1833.7276543852072 150 TCGA 1 50 100 1.0 0.0025 100 3744 -41 1831.7044737550054 1831.8508276244504 150 TCGA 1 50 100 1.0 0.0025 100 3744 -42 1831.183843626935 1832.1162041898947 150 TCGA 1 50 100 1.0 0.0025 100 3744 -43 1830.3783100416438 1832.7897274458228 150 TCGA 1 50 100 1.0 0.0025 100 3744 -44 1830.4227202541394 1831.6226929324357 150 TCGA 1 50 100 1.0 0.0025 100 3744 -45 1829.4610035697563 1828.9074731567996 150 TCGA 1 50 100 1.0 0.0025 100 3744 -46 1829.0118766279675 1829.2911554844536 150 TCGA 1 50 100 1.0 0.0025 100 3744 -47 1828.5732542596395 1827.423535524301 150 TCGA 1 50 100 1.0 0.0025 100 3744 -48 1828.1951341838733 1829.4095354703204 150 TCGA 1 50 100 1.0 0.0025 100 3744 -49 1827.6075783495473 1828.155248287335 150 TCGA 1 50 100 1.0 0.0025 100 3744 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 23c807dec..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2209.5499289242575 2240.5490268726444 50 TCGA 1 100 100 0.5 0.0025 100 1639 -1 1927.2129512173294 1920.942115361966 50 TCGA 1 100 100 0.5 0.0025 100 1639 -2 1899.0705804715187 1903.2197271759187 50 TCGA 1 100 100 0.5 0.0025 100 1639 -3 1882.8744506222793 1887.848584352426 50 TCGA 1 100 100 0.5 0.0025 100 1639 -4 1873.4535958679382 1868.4093796619818 50 TCGA 1 100 100 0.5 0.0025 100 1639 -5 1865.9429145452766 1861.2052879141802 50 TCGA 1 100 100 0.5 0.0025 100 1639 -6 1860.9874291150136 1860.2833258087312 50 TCGA 1 100 100 0.5 0.0025 100 1639 -7 1857.126216642744 1862.7585167046168 50 TCGA 1 100 100 0.5 0.0025 100 1639 -8 1853.953925072182 1849.9181178107333 50 TCGA 1 100 100 0.5 0.0025 100 1639 -9 1850.392975906081 1848.2659648339354 50 TCGA 1 100 100 0.5 0.0025 100 1639 -10 1848.8709110056054 1845.956359556572 50 TCGA 1 100 100 0.5 0.0025 100 1639 -11 1846.5449925637802 1847.6370561302606 50 TCGA 1 100 100 0.5 0.0025 100 1639 -12 1844.5326490056264 1843.8429347666065 50 TCGA 1 100 100 0.5 0.0025 100 1639 -13 1842.5737798337173 1843.0408506153815 50 TCGA 1 100 100 0.5 0.0025 100 1639 -14 1841.6996762377566 1839.7784613987908 50 TCGA 1 100 100 0.5 0.0025 100 1639 -15 1839.8119269548909 1839.0261040308967 50 TCGA 1 100 100 0.5 0.0025 100 1639 -16 1838.7072028624104 1837.031454881831 50 TCGA 1 100 100 0.5 0.0025 100 1639 -17 1837.456875402223 1836.2757654237987 50 TCGA 1 100 100 0.5 0.0025 100 1639 -18 1836.236898131636 1833.8564539003612 50 TCGA 1 100 100 0.5 0.0025 100 1639 -19 1835.1825443731514 1837.0022598343278 50 TCGA 1 100 100 0.5 0.0025 100 1639 -20 1834.336005422816 1833.1543766194252 50 TCGA 1 100 100 0.5 0.0025 100 1639 -21 1833.5726043943023 1833.164153285961 50 TCGA 1 100 100 0.5 0.0025 100 1639 -22 1832.01865916737 1832.1110471792556 50 TCGA 1 100 100 0.5 0.0025 100 1639 -23 1831.7848011710466 1831.0940162236966 50 TCGA 1 100 100 0.5 0.0025 100 1639 -24 1831.4283718956888 1830.45533821451 50 TCGA 1 100 100 0.5 0.0025 100 1639 -25 1830.0429003366683 1830.1044928009187 50 TCGA 1 100 100 0.5 0.0025 100 1639 -26 1829.381596633906 1830.6867209583072 50 TCGA 1 100 100 0.5 0.0025 100 1639 -27 1828.9444865667338 1829.2740153403738 50 TCGA 1 100 100 0.5 0.0025 100 1639 -28 1828.7134078739343 1829.0277989066426 50 TCGA 1 100 100 0.5 0.0025 100 1639 -29 1828.1817798088646 1835.8684253788474 50 TCGA 1 100 100 0.5 0.0025 100 1639 -30 1827.767410436716 1827.3551375039258 50 TCGA 1 100 100 0.5 0.0025 100 1639 -31 1826.9194163984453 1827.0745426350502 50 TCGA 1 100 100 0.5 0.0025 100 1639 -32 1826.6464634054487 1830.187695680551 50 TCGA 1 100 100 0.5 0.0025 100 1639 -33 1826.3065835889101 1827.9885529944645 50 TCGA 1 100 100 0.5 0.0025 100 1639 -34 1826.25253611668 1830.4090146778815 50 TCGA 1 100 100 0.5 0.0025 100 1639 -35 1825.5069623134514 1825.752943796129 50 TCGA 1 100 100 0.5 0.0025 100 1639 -36 1825.6251712308983 1825.3773463263583 50 TCGA 1 100 100 0.5 0.0025 100 1639 -37 1824.8141477107736 1825.8692890723146 50 TCGA 1 100 100 0.5 0.0025 100 1639 -38 1824.7598657856058 1825.943688780818 50 TCGA 1 100 100 0.5 0.0025 100 1639 -39 1824.4735805589396 1827.413639854546 50 TCGA 1 100 100 0.5 0.0025 100 1639 -40 1824.5134459788385 1824.7975632557318 50 TCGA 1 100 100 0.5 0.0025 100 1639 -41 1824.282729845359 1824.055199091159 50 TCGA 1 100 100 0.5 0.0025 100 1639 -42 1824.0428380820351 1826.2424377748116 50 TCGA 1 100 100 0.5 0.0025 100 1639 -43 1823.7201372604975 1826.3244297660176 50 TCGA 1 100 100 0.5 0.0025 100 1639 -44 1823.3977436653697 1823.71701586546 50 TCGA 1 100 100 0.5 0.0025 100 1639 -45 1823.635809088408 1823.145334828439 50 TCGA 1 100 100 0.5 0.0025 100 1639 -46 1823.6050064252122 1823.399150292478 50 TCGA 1 100 100 0.5 0.0025 100 1639 -47 1823.1146718214793 1825.6411954793498 50 TCGA 1 100 100 0.5 0.0025 100 1639 -48 1822.3361000923696 1824.6005601739164 50 TCGA 1 100 100 0.5 0.0025 100 1639 -49 1822.4232326115412 1823.377532192211 50 TCGA 1 100 100 0.5 0.0025 100 1639 -50 1822.76392872816 1822.6298828125 50 TCGA 1 100 100 0.5 0.0025 100 1639 -51 1822.4777781344615 1823.7060927194566 50 TCGA 1 100 100 0.5 0.0025 100 1639 -52 1822.317063554827 1822.9847639074278 50 TCGA 1 100 100 0.5 0.0025 100 1639 -53 1822.007984248665 1822.6245914631752 50 TCGA 1 100 100 0.5 0.0025 100 1639 -54 1821.9403727604138 1820.6928858157978 50 TCGA 1 100 100 0.5 0.0025 100 1639 -55 1821.8101624877263 1823.6142688540358 50 TCGA 1 100 100 0.5 0.0025 100 1639 -56 1822.3475544815924 1823.3814249470006 50 TCGA 1 100 100 0.5 0.0025 100 1639 -57 1821.8167621328544 1824.024906024262 50 TCGA 1 100 100 0.5 0.0025 100 1639 -58 1822.3132099671507 1822.4035454371467 50 TCGA 1 100 100 0.5 0.0025 100 1639 -59 1821.9928764022213 1822.9216780926115 50 TCGA 1 100 100 0.5 0.0025 100 1639 -60 1821.5787488134968 1821.3811709916772 50 TCGA 1 100 100 0.5 0.0025 100 1639 -61 1821.9630823894356 1822.1774522024184 50 TCGA 1 100 100 0.5 0.0025 100 1639 -62 1821.7026732758043 1821.6909044735396 50 TCGA 1 100 100 0.5 0.0025 100 1639 -63 1821.4780224113408 1822.826043670501 50 TCGA 1 100 100 0.5 0.0025 100 1639 -64 1821.9848580354558 1821.8387892833307 50 TCGA 1 100 100 0.5 0.0025 100 1639 -65 1821.6182820451806 1822.0067525125628 50 TCGA 1 100 100 0.5 0.0025 100 1639 -66 1821.397630546971 1821.7299258744897 50 TCGA 1 100 100 0.5 0.0025 100 1639 -67 1821.223092073308 1821.9360971115343 50 TCGA 1 100 100 0.5 0.0025 100 1639 -68 1821.2966156261336 1821.2496442171796 50 TCGA 1 100 100 0.5 0.0025 100 1639 -69 1821.159269070383 1821.747050683103 50 TCGA 1 100 100 0.5 0.0025 100 1639 -70 1821.036134829065 1822.1241755653266 50 TCGA 1 100 100 0.5 0.0025 100 1639 -71 1821.367603362039 1823.4589671992776 50 TCGA 1 100 100 0.5 0.0025 100 1639 -72 1821.5766181081437 1822.9508246800408 50 TCGA 1 100 100 0.5 0.0025 100 1639 -73 1821.3105177438104 1823.0022947991913 50 TCGA 1 100 100 0.5 0.0025 100 1639 -74 1821.090762622389 1821.3090636286904 50 TCGA 1 100 100 0.5 0.0025 100 1639 -75 1820.986348154396 1823.011533497566 50 TCGA 1 100 100 0.5 0.0025 100 1639 -76 1821.0489644475222 1823.739238183103 50 TCGA 1 100 100 0.5 0.0025 100 1639 -77 1821.13353205946 1823.2745428804178 50 TCGA 1 100 100 0.5 0.0025 100 1639 -78 1821.4021756802038 1821.6152975571215 50 TCGA 1 100 100 0.5 0.0025 100 1639 -79 1821.4018013348789 1821.0917999420933 50 TCGA 1 100 100 0.5 0.0025 100 1639 -80 1820.8989537270263 1820.843017578125 50 TCGA 1 100 100 0.5 0.0025 100 1639 -81 1820.8776169155362 1822.648731327536 50 TCGA 1 100 100 0.5 0.0025 100 1639 -82 1821.3937400888553 1822.4519944694173 50 TCGA 1 100 100 0.5 0.0025 100 1639 -83 1821.091448499763 1821.046587920069 50 TCGA 1 100 100 0.5 0.0025 100 1639 -84 1820.8052362782014 1823.5223971419598 50 TCGA 1 100 100 0.5 0.0025 100 1639 -85 1821.1291614681072 1821.4490893186637 50 TCGA 1 100 100 0.5 0.0025 100 1639 -86 1820.6472369080236 1820.6628135796168 50 TCGA 1 100 100 0.5 0.0025 100 1639 -87 1820.6881804680743 1822.729023535647 50 TCGA 1 100 100 0.5 0.0025 100 1639 -88 1821.1650871739268 1820.535006575848 50 TCGA 1 100 100 0.5 0.0025 100 1639 -89 1820.7217132060812 1822.0871502286825 50 TCGA 1 100 100 0.5 0.0025 100 1639 -90 1820.5995396945025 1820.9279858766488 50 TCGA 1 100 100 0.5 0.0025 100 1639 -91 1820.5160867661448 1822.7682995053392 50 TCGA 1 100 100 0.5 0.0025 100 1639 -92 1820.9240699765512 1820.55272517372 50 TCGA 1 100 100 0.5 0.0025 100 1639 -93 1820.5103019904261 1821.6684380152717 50 TCGA 1 100 100 0.5 0.0025 100 1639 -94 1820.3480726298058 1821.8305921698336 50 TCGA 1 100 100 0.5 0.0025 100 1639 -95 1820.6410149600786 1819.5700873753533 50 TCGA 1 100 100 0.5 0.0025 100 1639 -96 1820.5892044035022 1821.0367842631124 50 TCGA 1 100 100 0.5 0.0025 100 1639 -97 1820.6376298558887 1822.8005187068154 50 TCGA 1 100 100 0.5 0.0025 100 1639 -98 1821.2747623151083 1821.2162067662532 50 TCGA 1 100 100 0.5 0.0025 100 1639 -99 1820.6577010411797 1824.9790100404366 50 TCGA 1 100 100 0.5 0.0025 100 1639 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index fd7eb707c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2211.254461159649 2313.354303254554 50 TCGA 1 100 100 0.0 0.0025 100 8213 -1 1931.0665204856848 1938.391403428274 50 TCGA 1 100 100 0.0 0.0025 100 8213 -2 1899.3174759968808 1888.9296960878612 50 TCGA 1 100 100 0.0 0.0025 100 8213 -3 1884.3976333810624 1876.85242496663 50 TCGA 1 100 100 0.0 0.0025 100 8213 -4 1872.9866664719136 1874.7407379917163 50 TCGA 1 100 100 0.0 0.0025 100 8213 -5 1866.4200499541314 1864.8568992423052 50 TCGA 1 100 100 0.0 0.0025 100 8213 -6 1862.0141212692456 1858.7901071519707 50 TCGA 1 100 100 0.0 0.0025 100 8213 -7 1856.7794686372904 1851.0441017342573 50 TCGA 1 100 100 0.0 0.0025 100 8213 -8 1853.8288267101343 1856.8743755398084 50 TCGA 1 100 100 0.0 0.0025 100 8213 -9 1851.1641495393076 1849.333369729507 50 TCGA 1 100 100 0.0 0.0025 100 8213 -10 1847.6554618500775 1848.473636493012 50 TCGA 1 100 100 0.0 0.0025 100 8213 -11 1846.199603082772 1843.8869635040437 50 TCGA 1 100 100 0.0 0.0025 100 8213 -12 1845.1148722653197 1840.582548361927 50 TCGA 1 100 100 0.0 0.0025 100 8213 -13 1842.6464278158007 1840.0617706452183 50 TCGA 1 100 100 0.0 0.0025 100 8213 -14 1841.1617462025356 1837.3120466836133 50 TCGA 1 100 100 0.0 0.0025 100 8213 -15 1839.6697049035013 1837.7550643844222 50 TCGA 1 100 100 0.0 0.0025 100 8213 -16 1838.4915274292086 1835.844927763819 50 TCGA 1 100 100 0.0 0.0025 100 8213 -17 1837.767331722552 1837.7009682200062 50 TCGA 1 100 100 0.0 0.0025 100 8213 -18 1836.513156124864 1834.651302778541 50 TCGA 1 100 100 0.0 0.0025 100 8213 -19 1835.847823597648 1836.3049230527638 50 TCGA 1 100 100 0.0 0.0025 100 8213 -20 1834.5163266147563 1832.223110793224 50 TCGA 1 100 100 0.0 0.0025 100 8213 -21 1833.3212020776941 1833.0706161422347 50 TCGA 1 100 100 0.0 0.0025 100 8213 -22 1832.8842780522727 1830.9835468848146 50 TCGA 1 100 100 0.0 0.0025 100 8213 -23 1831.889436166778 1833.7809960446766 50 TCGA 1 100 100 0.0 0.0025 100 8213 -24 1830.8822750445388 1830.571625829342 50 TCGA 1 100 100 0.0 0.0025 100 8213 -25 1831.0462433791265 1828.2960800094222 50 TCGA 1 100 100 0.0 0.0025 100 8213 -26 1829.6345831258634 1828.0848726052136 50 TCGA 1 100 100 0.0 0.0025 100 8213 -27 1829.6179823945151 1827.4285673975346 50 TCGA 1 100 100 0.0 0.0025 100 8213 -28 1828.451144133605 1829.310725379829 50 TCGA 1 100 100 0.0 0.0025 100 8213 -29 1828.2826602057376 1829.2403319085663 50 TCGA 1 100 100 0.0 0.0025 100 8213 -30 1827.9724156247385 1827.8625794990578 50 TCGA 1 100 100 0.0 0.0025 100 8213 -31 1827.5163348717726 1827.391378891528 50 TCGA 1 100 100 0.0 0.0025 100 8213 -32 1826.98279157405 1828.3964107647614 50 TCGA 1 100 100 0.0 0.0025 100 8213 -33 1826.7314651102636 1827.7009449100974 50 TCGA 1 100 100 0.0 0.0025 100 8213 -34 1825.95802113818 1827.017394712822 50 TCGA 1 100 100 0.0 0.0025 100 8213 -35 1825.9183591188416 1825.8890466737987 50 TCGA 1 100 100 0.0 0.0025 100 8213 -36 1825.5108674734163 1825.9418540456188 50 TCGA 1 100 100 0.0 0.0025 100 8213 -37 1825.0863123222152 1823.4626385099325 50 TCGA 1 100 100 0.0 0.0025 100 8213 -38 1824.8306375037932 1824.5912092199278 50 TCGA 1 100 100 0.0 0.0025 100 8213 -39 1824.866486484763 1823.9721489527717 50 TCGA 1 100 100 0.0 0.0025 100 8213 -40 1824.4354690737405 1823.2032114920305 50 TCGA 1 100 100 0.0 0.0025 100 8213 -41 1824.1443556044594 1823.0835427135678 50 TCGA 1 100 100 0.0 0.0025 100 8213 -42 1824.1075203460514 1824.4301512445038 50 TCGA 1 100 100 0.0 0.0025 100 8213 -43 1823.9709975026205 1823.2032022907506 50 TCGA 1 100 100 0.0 0.0025 100 8213 -44 1823.604195221046 1823.2408146690484 50 TCGA 1 100 100 0.0 0.0025 100 8213 -45 1823.9521022200092 1824.1265439747565 50 TCGA 1 100 100 0.0 0.0025 100 8213 -46 1823.3290162127469 1822.3317791349325 50 TCGA 1 100 100 0.0 0.0025 100 8213 -47 1822.9400059635823 1822.5934776421168 50 TCGA 1 100 100 0.0 0.0025 100 8213 -48 1823.296328742505 1821.616401710702 50 TCGA 1 100 100 0.0 0.0025 100 8213 -49 1822.5971175546238 1821.648232618169 50 TCGA 1 100 100 0.0 0.0025 100 8213 -50 1822.529831223861 1822.57019840413 50 TCGA 1 100 100 0.0 0.0025 100 8213 -51 1822.874696983851 1822.0830943045305 50 TCGA 1 100 100 0.0 0.0025 100 8213 -52 1822.6925731053882 1822.4016352514525 50 TCGA 1 100 100 0.0 0.0025 100 8213 -53 1822.5381965624433 1821.985731268648 50 TCGA 1 100 100 0.0 0.0025 100 8213 -54 1822.5869832661072 1820.6167642411276 50 TCGA 1 100 100 0.0 0.0025 100 8213 -55 1822.3813662686005 1822.7200216168735 50 TCGA 1 100 100 0.0 0.0025 100 8213 -56 1822.3235730540475 1822.5969072658213 50 TCGA 1 100 100 0.0 0.0025 100 8213 -57 1822.1374989017895 1825.522954739518 50 TCGA 1 100 100 0.0 0.0025 100 8213 -58 1821.792118522575 1823.2683215884108 50 TCGA 1 100 100 0.0 0.0025 100 8213 -59 1822.4274431448562 1821.5537630780857 50 TCGA 1 100 100 0.0 0.0025 100 8213 -60 1821.807357731881 1820.2555551193468 50 TCGA 1 100 100 0.0 0.0025 100 8213 -61 1821.830953436859 1821.479567024576 50 TCGA 1 100 100 0.0 0.0025 100 8213 -62 1821.9985435222698 1823.0975587164337 50 TCGA 1 100 100 0.0 0.0025 100 8213 -63 1821.951178851225 1819.492208969653 50 TCGA 1 100 100 0.0 0.0025 100 8213 -64 1822.1223013863284 1821.284327521396 50 TCGA 1 100 100 0.0 0.0025 100 8213 -65 1821.6956065097336 1821.1629589598383 50 TCGA 1 100 100 0.0 0.0025 100 8213 -66 1821.7881835228977 1821.197937318428 50 TCGA 1 100 100 0.0 0.0025 100 8213 -67 1821.7629427232305 1821.0977893618483 50 TCGA 1 100 100 0.0 0.0025 100 8213 -68 1821.8788365422515 1821.2957260668577 50 TCGA 1 100 100 0.0 0.0025 100 8213 -69 1821.9285065286565 1819.1011772730842 50 TCGA 1 100 100 0.0 0.0025 100 8213 -70 1821.3122429424584 1820.370664356941 50 TCGA 1 100 100 0.0 0.0025 100 8213 -71 1821.4296018777382 1820.8154701731312 50 TCGA 1 100 100 0.0 0.0025 100 8213 -72 1821.4146295635412 1821.3744890222597 50 TCGA 1 100 100 0.0 0.0025 100 8213 -73 1821.1665889834942 1821.0345446716 50 TCGA 1 100 100 0.0 0.0025 100 8213 -74 1821.453771022963 1821.393681051743 50 TCGA 1 100 100 0.0 0.0025 100 8213 -75 1821.3070883296912 1819.1603513171326 50 TCGA 1 100 100 0.0 0.0025 100 8213 -76 1821.0715103396376 1820.105104992737 50 TCGA 1 100 100 0.0 0.0025 100 8213 -77 1821.0098357278862 1821.3144255211605 50 TCGA 1 100 100 0.0 0.0025 100 8213 -78 1821.3289493663408 1822.2261932219692 50 TCGA 1 100 100 0.0 0.0025 100 8213 -79 1821.1903951470108 1819.7105252826634 50 TCGA 1 100 100 0.0 0.0025 100 8213 -80 1820.8298180562363 1820.0502261061165 50 TCGA 1 100 100 0.0 0.0025 100 8213 -81 1821.2864384583588 1819.9384299426822 50 TCGA 1 100 100 0.0 0.0025 100 8213 -82 1821.1910308010144 1820.4579802086605 50 TCGA 1 100 100 0.0 0.0025 100 8213 -83 1821.0391884399373 1820.838038458896 50 TCGA 1 100 100 0.0 0.0025 100 8213 -84 1820.9606240740152 1821.5991008509343 50 TCGA 1 100 100 0.0 0.0025 100 8213 -85 1821.5055334136107 1820.542829503965 50 TCGA 1 100 100 0.0 0.0025 100 8213 -86 1821.082096379601 1820.1676417978565 50 TCGA 1 100 100 0.0 0.0025 100 8213 -87 1821.3393470209776 1819.6414666103958 50 TCGA 1 100 100 0.0 0.0025 100 8213 -88 1821.0635637925636 1819.4124393942368 50 TCGA 1 100 100 0.0 0.0025 100 8213 -89 1821.0495430381852 1821.9493181238222 50 TCGA 1 100 100 0.0 0.0025 100 8213 -90 1820.4678889403506 1821.082455122291 50 TCGA 1 100 100 0.0 0.0025 100 8213 -91 1821.020646355969 1820.237732240303 50 TCGA 1 100 100 0.0 0.0025 100 8213 -92 1821.0472896766257 1820.7181801340687 50 TCGA 1 100 100 0.0 0.0025 100 8213 -93 1820.8789446873648 1819.389404296875 50 TCGA 1 100 100 0.0 0.0025 100 8213 -94 1820.826407458849 1821.016248846773 50 TCGA 1 100 100 0.0 0.0025 100 8213 -95 1820.938270028088 1819.3858121172268 50 TCGA 1 100 100 0.0 0.0025 100 8213 -96 1821.0500103907602 1819.6858940699592 50 TCGA 1 100 100 0.0 0.0025 100 8213 -97 1820.8548449228779 1820.0508928921954 50 TCGA 1 100 100 0.0 0.0025 100 8213 -98 1820.557373973405 1820.516662290947 50 TCGA 1 100 100 0.0 0.0025 100 8213 -99 1820.9904162337411 1821.0506873969457 50 TCGA 1 100 100 0.0 0.0025 100 8213 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index 7447a1892..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2212.4311231716842 2343.9949417497646 50 TCGA 1 100 100 1.0 0.0025 100 2613 -1 1930.2903938008174 1915.2338308976523 50 TCGA 1 100 100 1.0 0.0025 100 2613 -2 1899.9993474232006 1889.645978304609 50 TCGA 1 100 100 1.0 0.0025 100 2613 -3 1883.2689549620363 1881.0173898054727 50 TCGA 1 100 100 1.0 0.0025 100 2613 -4 1872.547310387294 1870.677019742266 50 TCGA 1 100 100 1.0 0.0025 100 2613 -5 1866.2800098806238 1865.0697573561165 50 TCGA 1 100 100 1.0 0.0025 100 2613 -6 1860.8061927976798 1857.043002488026 50 TCGA 1 100 100 1.0 0.0025 100 2613 -7 1856.5717894703912 1853.5972188824985 50 TCGA 1 100 100 1.0 0.0025 100 2613 -8 1853.2536188077283 1851.8026840746702 50 TCGA 1 100 100 1.0 0.0025 100 2613 -9 1850.9939467622467 1847.7383156014448 50 TCGA 1 100 100 1.0 0.0025 100 2613 -10 1848.7942759746659 1849.278149168695 50 TCGA 1 100 100 1.0 0.0025 100 2613 -11 1845.961595676855 1846.3386592385757 50 TCGA 1 100 100 1.0 0.0025 100 2613 -12 1844.4881096648403 1845.190829023045 50 TCGA 1 100 100 1.0 0.0025 100 2613 -13 1843.0153926998819 1842.7465654689463 50 TCGA 1 100 100 1.0 0.0025 100 2613 -14 1841.3582009367544 1839.730290245171 50 TCGA 1 100 100 1.0 0.0025 100 2613 -15 1839.7692558798676 1839.760964858472 50 TCGA 1 100 100 1.0 0.0025 100 2613 -16 1838.5176666903567 1840.6640526853016 50 TCGA 1 100 100 1.0 0.0025 100 2613 -17 1837.224159163228 1839.8235942898084 50 TCGA 1 100 100 1.0 0.0025 100 2613 -18 1836.0621547449884 1836.8927376138506 50 TCGA 1 100 100 1.0 0.0025 100 2613 -19 1835.0853771810514 1835.364471895611 50 TCGA 1 100 100 1.0 0.0025 100 2613 -20 1834.31682291594 1838.0214960299545 50 TCGA 1 100 100 1.0 0.0025 100 2613 -21 1833.2049909358127 1833.78977897299 50 TCGA 1 100 100 1.0 0.0025 100 2613 -22 1832.789952472832 1832.7920087498037 50 TCGA 1 100 100 1.0 0.0025 100 2613 -23 1831.7859980296525 1831.322187107412 50 TCGA 1 100 100 1.0 0.0025 100 2613 -24 1830.7767123062572 1830.9518785332914 50 TCGA 1 100 100 1.0 0.0025 100 2613 -25 1830.4779046739181 1831.6890568565484 50 TCGA 1 100 100 1.0 0.0025 100 2613 -26 1830.0647897551084 1829.8235918361338 50 TCGA 1 100 100 1.0 0.0025 100 2613 -27 1829.207446648774 1833.8440327860003 50 TCGA 1 100 100 1.0 0.0025 100 2613 -28 1828.6230926428514 1828.8157830166458 50 TCGA 1 100 100 1.0 0.0025 100 2613 -29 1827.802297434406 1827.105761350699 50 TCGA 1 100 100 1.0 0.0025 100 2613 -30 1827.6054784921891 1829.4244489046796 50 TCGA 1 100 100 1.0 0.0025 100 2613 -31 1827.0493364901479 1830.2105142411276 50 TCGA 1 100 100 1.0 0.0025 100 2613 -32 1826.9618806256715 1827.1291583650675 50 TCGA 1 100 100 1.0 0.0025 100 2613 -33 1826.338619667766 1833.1318727426194 50 TCGA 1 100 100 1.0 0.0025 100 2613 -34 1826.2755727017482 1827.385050864675 50 TCGA 1 100 100 1.0 0.0025 100 2613 -35 1825.889138055787 1825.8236973441426 50 TCGA 1 100 100 1.0 0.0025 100 2613 -36 1825.1820472626166 1826.340287251688 50 TCGA 1 100 100 1.0 0.0025 100 2613 -37 1824.6810539817022 1825.6600397004554 50 TCGA 1 100 100 1.0 0.0025 100 2613 -38 1824.2908123879445 1825.9229257861573 50 TCGA 1 100 100 1.0 0.0025 100 2613 -39 1825.0806708724947 1828.0501800997174 50 TCGA 1 100 100 1.0 0.0025 100 2613 -40 1824.7783133771513 1825.6503979860238 50 TCGA 1 100 100 1.0 0.0025 100 2613 -41 1823.766623976348 1827.1198939031092 50 TCGA 1 100 100 1.0 0.0025 100 2613 -42 1824.2329232639229 1826.96908308633 50 TCGA 1 100 100 1.0 0.0025 100 2613 -43 1823.7625585539638 1824.978485567486 50 TCGA 1 100 100 1.0 0.0025 100 2613 -44 1823.215381014705 1825.0866337301743 50 TCGA 1 100 100 1.0 0.0025 100 2613 -45 1822.959103515843 1823.6133646749372 50 TCGA 1 100 100 1.0 0.0025 100 2613 -46 1823.4308751069325 1824.2294449542635 50 TCGA 1 100 100 1.0 0.0025 100 2613 -47 1823.4116747234798 1823.434750044166 50 TCGA 1 100 100 1.0 0.0025 100 2613 -48 1822.8747650429211 1823.9259750902952 50 TCGA 1 100 100 1.0 0.0025 100 2613 -49 1822.8255091744988 1823.0800787384187 50 TCGA 1 100 100 1.0 0.0025 100 2613 -50 1822.8294505917584 1823.8101407918498 50 TCGA 1 100 100 1.0 0.0025 100 2613 -51 1822.6267614831934 1822.603177017902 50 TCGA 1 100 100 1.0 0.0025 100 2613 -52 1822.2312421026952 1822.4788106793735 50 TCGA 1 100 100 1.0 0.0025 100 2613 -53 1822.338335100462 1826.126593048249 50 TCGA 1 100 100 1.0 0.0025 100 2613 -54 1822.3196885093726 1824.6282572530622 50 TCGA 1 100 100 1.0 0.0025 100 2613 -55 1822.0122740411614 1821.4359713607098 50 TCGA 1 100 100 1.0 0.0025 100 2613 -56 1821.9871342877536 1824.0013225306218 50 TCGA 1 100 100 1.0 0.0025 100 2613 -57 1821.9982176835097 1822.3868831461998 50 TCGA 1 100 100 1.0 0.0025 100 2613 -58 1821.7783264711986 1823.5295680060458 50 TCGA 1 100 100 1.0 0.0025 100 2613 -59 1821.766535928758 1821.9554044637248 50 TCGA 1 100 100 1.0 0.0025 100 2613 -60 1821.6072792847756 1822.8763194635285 50 TCGA 1 100 100 1.0 0.0025 100 2613 -61 1821.753904478693 1826.755790058692 50 TCGA 1 100 100 1.0 0.0025 100 2613 -62 1821.8900008594928 1823.105762577536 50 TCGA 1 100 100 1.0 0.0025 100 2613 -63 1821.6273040754452 1821.7365532496467 50 TCGA 1 100 100 1.0 0.0025 100 2613 -64 1821.7584465734526 1825.6008975541772 50 TCGA 1 100 100 1.0 0.0025 100 2613 -65 1821.2144509013283 1822.6254048563128 50 TCGA 1 100 100 1.0 0.0025 100 2613 -66 1821.4530920809382 1821.5713344554806 50 TCGA 1 100 100 1.0 0.0025 100 2613 -67 1821.4056489137363 1822.5217371034862 50 TCGA 1 100 100 1.0 0.0025 100 2613 -68 1821.6663775848003 1822.5509959465296 50 TCGA 1 100 100 1.0 0.0025 100 2613 -69 1821.4688835701834 1822.268639952693 50 TCGA 1 100 100 1.0 0.0025 100 2613 -70 1821.3537323512408 1823.0925814374607 50 TCGA 1 100 100 1.0 0.0025 100 2613 -71 1820.8817211431722 1821.0333503454774 50 TCGA 1 100 100 1.0 0.0025 100 2613 -72 1820.9272463935097 1821.5076481038002 50 TCGA 1 100 100 1.0 0.0025 100 2613 -73 1821.4476896759281 1822.2355429491206 50 TCGA 1 100 100 1.0 0.0025 100 2613 -74 1821.2355430816776 1825.781488619857 50 TCGA 1 100 100 1.0 0.0025 100 2613 -75 1821.4119164932783 1821.7200387925957 50 TCGA 1 100 100 1.0 0.0025 100 2613 -76 1821.0612058421307 1822.5343643265153 50 TCGA 1 100 100 1.0 0.0025 100 2613 -77 1821.1970686283958 1820.9218075239478 50 TCGA 1 100 100 1.0 0.0025 100 2613 -78 1821.2675575914627 1821.4580360297582 50 TCGA 1 100 100 1.0 0.0025 100 2613 -79 1821.0193886870265 1823.0551635128768 50 TCGA 1 100 100 1.0 0.0025 100 2613 -80 1820.9313618757587 1822.161367751845 50 TCGA 1 100 100 1.0 0.0025 100 2613 -81 1820.8097157504412 1820.3597540927292 50 TCGA 1 100 100 1.0 0.0025 100 2613 -82 1821.2134120841952 1822.4312836153424 50 TCGA 1 100 100 1.0 0.0025 100 2613 -83 1820.9059319277403 1821.1126678313442 50 TCGA 1 100 100 1.0 0.0025 100 2613 -84 1821.1311032158653 1822.718555546286 50 TCGA 1 100 100 1.0 0.0025 100 2613 -85 1820.757237015937 1823.1395018304413 50 TCGA 1 100 100 1.0 0.0025 100 2613 -86 1820.6212877490077 1821.8537413630654 50 TCGA 1 100 100 1.0 0.0025 100 2613 -87 1820.842582749474 1820.9235962527482 50 TCGA 1 100 100 1.0 0.0025 100 2613 -88 1820.766859001554 1822.6310992216945 50 TCGA 1 100 100 1.0 0.0025 100 2613 -89 1821.2978357706156 1821.395667914769 50 TCGA 1 100 100 1.0 0.0025 100 2613 -90 1820.7746294806984 1822.972445847401 50 TCGA 1 100 100 1.0 0.0025 100 2613 -91 1820.7381965270172 1823.1570971311637 50 TCGA 1 100 100 1.0 0.0025 100 2613 -92 1821.3066977155916 1821.02136107785 50 TCGA 1 100 100 1.0 0.0025 100 2613 -93 1820.3688956940996 1820.1287860199434 50 TCGA 1 100 100 1.0 0.0025 100 2613 -94 1820.2309151602744 1821.0669718220006 50 TCGA 1 100 100 1.0 0.0025 100 2613 -95 1820.593726155481 1819.9430906976288 50 TCGA 1 100 100 1.0 0.0025 100 2613 -96 1820.4628724486638 1821.1710168273005 50 TCGA 1 100 100 1.0 0.0025 100 2613 -97 1820.659329676338 1822.9534642205167 50 TCGA 1 100 100 1.0 0.0025 100 2613 -98 1820.5211850513451 1820.1419665466 50 TCGA 1 100 100 1.0 0.0025 100 2613 -99 1820.6738056293993 1823.6607702820745 50 TCGA 1 100 100 1.0 0.0025 100 2613 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 1f312a2b7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2213.0874305211587 2564.2869425251256 50 TCGA 1 50 100 0.5 0.0025 100 3055 -1 1928.8966845054554 1920.609089760325 50 TCGA 1 50 100 0.5 0.0025 100 3055 -2 1898.037743857216 1882.9903024644707 50 TCGA 1 50 100 0.5 0.0025 100 3055 -3 1882.88233321154 1873.3737431051743 50 TCGA 1 50 100 0.5 0.0025 100 3055 -4 1873.8339280338078 1864.9330300182553 50 TCGA 1 50 100 0.5 0.0025 100 3055 -5 1866.3826546220325 1859.3218331648477 50 TCGA 1 50 100 0.5 0.0025 100 3055 -6 1861.1745526849963 1854.819581918381 50 TCGA 1 50 100 0.5 0.0025 100 3055 -7 1857.2933243875964 1853.6593023712312 50 TCGA 1 50 100 0.5 0.0025 100 3055 -8 1853.2991603813423 1847.8524065640704 50 TCGA 1 50 100 0.5 0.0025 100 3055 -9 1851.0912166356588 1845.8793344162218 50 TCGA 1 50 100 0.5 0.0025 100 3055 -10 1848.8832450123261 1846.5916496545226 50 TCGA 1 50 100 0.5 0.0025 100 3055 -11 1847.0257102778107 1842.0095852799152 50 TCGA 1 50 100 0.5 0.0025 100 3055 -12 1844.622700243819 1839.7288352161197 50 TCGA 1 50 100 0.5 0.0025 100 3055 -13 1842.5590079497354 1838.4503014339275 50 TCGA 1 50 100 0.5 0.0025 100 3055 -14 1841.020332589348 1836.554256266685 50 TCGA 1 50 100 0.5 0.0025 100 3055 -15 1840.1622631789612 1839.9947810340766 50 TCGA 1 50 100 0.5 0.0025 100 3055 -16 1838.4721518634806 1833.7620647181218 50 TCGA 1 50 100 0.5 0.0025 100 3055 -17 1837.7156409472143 1833.6310366529915 50 TCGA 1 50 100 0.5 0.0025 100 3055 -18 1836.1988154097398 1832.833273422778 50 TCGA 1 50 100 0.5 0.0025 100 3055 -19 1835.3655177432654 1830.7763236347755 50 TCGA 1 50 100 0.5 0.0025 100 3055 -20 1834.3713778949154 1830.5697843465373 50 TCGA 1 50 100 0.5 0.0025 100 3055 -21 1833.459993120788 1829.3599197157664 50 TCGA 1 50 100 0.5 0.0025 100 3055 -22 1832.7742321083808 1830.053386439031 50 TCGA 1 50 100 0.5 0.0025 100 3055 -23 1832.1250936340202 1828.1959480017274 50 TCGA 1 50 100 0.5 0.0025 100 3055 -24 1831.3749348431484 1828.8520231774105 50 TCGA 1 50 100 0.5 0.0025 100 3055 -25 1830.7735666282902 1826.8086587723776 50 TCGA 1 50 100 0.5 0.0025 100 3055 -26 1830.1057695860788 1824.743992791104 50 TCGA 1 50 100 0.5 0.0025 100 3055 -27 1829.1777293063365 1824.774494420344 50 TCGA 1 50 100 0.5 0.0025 100 3055 -28 1829.0496211664554 1826.3450038277324 50 TCGA 1 50 100 0.5 0.0025 100 3055 -29 1828.3738272311712 1827.4472331138113 50 TCGA 1 50 100 0.5 0.0025 100 3055 -30 1827.7776452673506 1824.8531420530387 50 TCGA 1 50 100 0.5 0.0025 100 3055 -31 1827.304130641913 1825.1421708150126 50 TCGA 1 50 100 0.5 0.0025 100 3055 -32 1826.9649778515757 1822.7939502198492 50 TCGA 1 50 100 0.5 0.0025 100 3055 -33 1826.4864670227303 1823.1016471517744 50 TCGA 1 50 100 0.5 0.0025 100 3055 -34 1825.9536249582516 1826.10155329872 50 TCGA 1 50 100 0.5 0.0025 100 3055 -35 1826.3712530722642 1823.1550519933653 50 TCGA 1 50 100 0.5 0.0025 100 3055 -36 1825.5790384903405 1823.6553918273005 50 TCGA 1 50 100 0.5 0.0025 100 3055 -37 1825.8623668740058 1820.804521876963 50 TCGA 1 50 100 0.5 0.0025 100 3055 -38 1825.134159565451 1826.6528154689463 50 TCGA 1 50 100 0.5 0.0025 100 3055 -39 1824.8050597061308 1822.89839640095 50 TCGA 1 50 100 0.5 0.0025 100 3055 -40 1824.8655220352787 1821.6307182887092 50 TCGA 1 50 100 0.5 0.0025 100 3055 -41 1823.9327855161796 1820.3885295618718 50 TCGA 1 50 100 0.5 0.0025 100 3055 -42 1823.8730777638714 1820.5784764888897 50 TCGA 1 50 100 0.5 0.0025 100 3055 -43 1824.110797005368 1820.3325704449985 50 TCGA 1 50 100 0.5 0.0025 100 3055 -44 1823.8208914449244 1819.9417902500786 50 TCGA 1 50 100 0.5 0.0025 100 3055 -45 1823.5981815379437 1823.754018505614 50 TCGA 1 50 100 0.5 0.0025 100 3055 -46 1823.5261848109922 1821.5266395453832 50 TCGA 1 50 100 0.5 0.0025 100 3055 -47 1823.243449774341 1820.377592920658 50 TCGA 1 50 100 0.5 0.0025 100 3055 -48 1823.1925729282573 1822.2014779709093 50 TCGA 1 50 100 0.5 0.0025 100 3055 -49 1822.9353505869185 1821.283866230567 50 TCGA 1 50 100 0.5 0.0025 100 3055 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index e7bed48ed..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2210.701674667343 2245.529777795226 50 TCGA 1 50 100 0.0 0.0025 100 8443 -1 1930.1946837540943 1941.3056272573806 50 TCGA 1 50 100 0.0 0.0025 100 8443 -2 1898.823834757864 1886.7800513799466 50 TCGA 1 50 100 0.0 0.0025 100 8443 -3 1883.396637647569 1873.6830152962077 50 TCGA 1 50 100 0.0 0.0025 100 8443 -4 1873.938662604251 1865.132491682043 50 TCGA 1 50 100 0.0 0.0025 100 8443 -5 1866.7519538880247 1861.2250657584798 50 TCGA 1 50 100 0.0 0.0025 100 8443 -6 1860.81101794732 1859.6809572766174 50 TCGA 1 50 100 0.0 0.0025 100 8443 -7 1857.7976942431756 1851.0116555678785 50 TCGA 1 50 100 0.0 0.0025 100 8443 -8 1854.5747013766927 1850.3753024153973 50 TCGA 1 50 100 0.0 0.0025 100 8443 -9 1852.1843049843167 1847.2576082315877 50 TCGA 1 50 100 0.0 0.0025 100 8443 -10 1848.5636122718774 1843.652803200573 50 TCGA 1 50 100 0.0 0.0025 100 8443 -11 1846.6281065593303 1842.337924363026 50 TCGA 1 50 100 0.0 0.0025 100 8443 -12 1844.3898644415924 1841.7893305639525 50 TCGA 1 50 100 0.0 0.0025 100 8443 -13 1842.934068582941 1840.894310419284 50 TCGA 1 50 100 0.0 0.0025 100 8443 -14 1841.1514598404885 1838.587327506674 50 TCGA 1 50 100 0.0 0.0025 100 8443 -15 1840.175412136844 1838.0701063913316 50 TCGA 1 50 100 0.0 0.0025 100 8443 -16 1838.7679125886634 1834.5556775577104 50 TCGA 1 50 100 0.0 0.0025 100 8443 -17 1837.3751479586476 1836.3800987358668 50 TCGA 1 50 100 0.0 0.0025 100 8443 -18 1836.5776774043125 1834.7489964470792 50 TCGA 1 50 100 0.0 0.0025 100 8443 -19 1835.2514339140023 1832.863307627002 50 TCGA 1 50 100 0.0 0.0025 100 8443 -20 1834.6366181533801 1833.0051987231077 50 TCGA 1 50 100 0.0 0.0025 100 8443 -21 1833.4355215725589 1833.5876495514683 50 TCGA 1 50 100 0.0 0.0025 100 8443 -22 1832.4137113315478 1830.463993551743 50 TCGA 1 50 100 0.0 0.0025 100 8443 -23 1831.7119929810456 1830.2070337036746 50 TCGA 1 50 100 0.0 0.0025 100 8443 -24 1831.4478251672986 1829.6122451858903 50 TCGA 1 50 100 0.0 0.0025 100 8443 -25 1830.435575488423 1828.1220764466866 50 TCGA 1 50 100 0.0 0.0025 100 8443 -26 1829.3995118386538 1830.352517592847 50 TCGA 1 50 100 0.0 0.0025 100 8443 -27 1829.0753557247992 1826.850853388034 50 TCGA 1 50 100 0.0 0.0025 100 8443 -28 1828.6821459380494 1826.1591661922896 50 TCGA 1 50 100 0.0 0.0025 100 8443 -29 1828.5460476088117 1828.0618381212705 50 TCGA 1 50 100 0.0 0.0025 100 8443 -30 1828.2332354772436 1828.146181346184 50 TCGA 1 50 100 0.0 0.0025 100 8443 -31 1827.320757166218 1826.0985622693545 50 TCGA 1 50 100 0.0 0.0025 100 8443 -32 1826.7483087014455 1825.2540191190326 50 TCGA 1 50 100 0.0 0.0025 100 8443 -33 1825.8900498020714 1825.1290583778266 50 TCGA 1 50 100 0.0 0.0025 100 8443 -34 1826.1820880435569 1826.398462650165 50 TCGA 1 50 100 0.0 0.0025 100 8443 -35 1825.577538438455 1824.2230298219613 50 TCGA 1 50 100 0.0 0.0025 100 8443 -36 1825.426593843961 1822.8484070744346 50 TCGA 1 50 100 0.0 0.0025 100 8443 -37 1825.0792747418361 1823.5607272200848 50 TCGA 1 50 100 0.0 0.0025 100 8443 -38 1825.363398156271 1823.768485371192 50 TCGA 1 50 100 0.0 0.0025 100 8443 -39 1824.5414694747644 1824.0804983167793 50 TCGA 1 50 100 0.0 0.0025 100 8443 -40 1824.175204798531 1827.340885948296 50 TCGA 1 50 100 0.0 0.0025 100 8443 -41 1825.1530171328457 1825.7709237103486 50 TCGA 1 50 100 0.0 0.0025 100 8443 -42 1824.071835374497 1825.674364866324 50 TCGA 1 50 100 0.0 0.0025 100 8443 -43 1824.0916077130234 1822.8479635727465 50 TCGA 1 50 100 0.0 0.0025 100 8443 -44 1823.8657540765134 1822.1397220477386 50 TCGA 1 50 100 0.0 0.0025 100 8443 -45 1823.2801553049396 1823.592041015625 50 TCGA 1 50 100 0.0 0.0025 100 8443 -46 1823.6896998272077 1823.748643731352 50 TCGA 1 50 100 0.0 0.0025 100 8443 -47 1823.1725085148096 1823.725067598736 50 TCGA 1 50 100 0.0 0.0025 100 8443 -48 1822.9151169046359 1822.614716036236 50 TCGA 1 50 100 0.0 0.0025 100 8443 -49 1822.9612491410523 1822.5706787109375 50 TCGA 1 50 100 0.0 0.0025 100 8443 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index 8e620b1cb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.0025lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2207.7126477106644 2519.0750076063914 50 TCGA 1 50 100 1.0 0.0025 100 1762 -1 1931.668787911423 1927.905581987084 50 TCGA 1 50 100 1.0 0.0025 100 1762 -2 1899.198693393929 1886.1362635933574 50 TCGA 1 50 100 1.0 0.0025 100 1762 -3 1882.8371245891658 1876.838175864675 50 TCGA 1 50 100 1.0 0.0025 100 1762 -4 1872.9126142384098 1871.159201157153 50 TCGA 1 50 100 1.0 0.0025 100 1762 -5 1865.8688394891615 1862.88563729291 50 TCGA 1 50 100 1.0 0.0025 100 1762 -6 1860.5152293036115 1858.3681021072157 50 TCGA 1 50 100 1.0 0.0025 100 1762 -7 1857.0792645500073 1858.1978551203283 50 TCGA 1 50 100 1.0 0.0025 100 1762 -8 1853.6516681734586 1851.8990282221655 50 TCGA 1 50 100 1.0 0.0025 100 1762 -9 1850.475987015937 1850.2734332060695 50 TCGA 1 50 100 1.0 0.0025 100 1762 -10 1847.9902088545518 1848.559928548995 50 TCGA 1 50 100 1.0 0.0025 100 1762 -11 1846.2189840850506 1844.42197989459 50 TCGA 1 50 100 1.0 0.0025 100 1762 -12 1844.28525018378 1845.1256170991678 50 TCGA 1 50 100 1.0 0.0025 100 1762 -13 1842.4948554291818 1843.5023181091 50 TCGA 1 50 100 1.0 0.0025 100 1762 -14 1841.3517785177178 1839.3625169303548 50 TCGA 1 50 100 1.0 0.0025 100 1762 -15 1840.1289795139883 1840.01257201535 50 TCGA 1 50 100 1.0 0.0025 100 1762 -16 1838.182686200351 1838.3079686763897 50 TCGA 1 50 100 1.0 0.0025 100 1762 -17 1836.6771985818425 1836.2450932641725 50 TCGA 1 50 100 1.0 0.0025 100 1762 -18 1835.9753659139028 1837.3072025164886 50 TCGA 1 50 100 1.0 0.0025 100 1762 -19 1835.2184090915036 1834.803187077968 50 TCGA 1 50 100 1.0 0.0025 100 1762 -20 1834.3067501462826 1833.1037603790437 50 TCGA 1 50 100 1.0 0.0025 100 1762 -21 1832.9868001102243 1833.029353922935 50 TCGA 1 50 100 1.0 0.0025 100 1762 -22 1832.375910901507 1838.7523438726837 50 TCGA 1 50 100 1.0 0.0025 100 1762 -23 1831.8877528254802 1830.6104613644393 50 TCGA 1 50 100 1.0 0.0025 100 1762 -24 1830.663349794136 1833.9448720654052 50 TCGA 1 50 100 1.0 0.0025 100 1762 -25 1830.183401658554 1830.9806533890153 50 TCGA 1 50 100 1.0 0.0025 100 1762 -26 1829.2838550205277 1831.8792068251414 50 TCGA 1 50 100 1.0 0.0025 100 1762 -27 1829.2816137038567 1830.146649998037 50 TCGA 1 50 100 1.0 0.0025 100 1762 -28 1828.7927486310248 1831.275046497134 50 TCGA 1 50 100 1.0 0.0025 100 1762 -29 1828.575594960266 1829.9123406338333 50 TCGA 1 50 100 1.0 0.0025 100 1762 -30 1827.6194109264688 1828.9318994876728 50 TCGA 1 50 100 1.0 0.0025 100 1762 -31 1826.9400658065126 1827.7828062431297 50 TCGA 1 50 100 1.0 0.0025 100 1762 -32 1826.393376085239 1829.234259063874 50 TCGA 1 50 100 1.0 0.0025 100 1762 -33 1826.2688600335991 1830.160969029719 50 TCGA 1 50 100 1.0 0.0025 100 1762 -34 1826.0937716780743 1826.2657574984296 50 TCGA 1 50 100 1.0 0.0025 100 1762 -35 1825.6234411407174 1826.9770556885992 50 TCGA 1 50 100 1.0 0.0025 100 1762 -36 1825.1076105192099 1826.8426035205323 50 TCGA 1 50 100 1.0 0.0025 100 1762 -37 1825.22420340503 1826.725853388034 50 TCGA 1 50 100 1.0 0.0025 100 1762 -38 1824.9544274966383 1825.009983388623 50 TCGA 1 50 100 1.0 0.0025 100 1762 -39 1824.4065338996575 1824.935179437225 50 TCGA 1 50 100 1.0 0.0025 100 1762 -40 1823.9848637990167 1826.3473575151147 50 TCGA 1 50 100 1.0 0.0025 100 1762 -41 1824.2789845526756 1826.9991718848146 50 TCGA 1 50 100 1.0 0.0025 100 1762 -42 1823.930345240841 1825.9856772878063 50 TCGA 1 50 100 1.0 0.0025 100 1762 -43 1824.4414071356537 1824.0693040397298 50 TCGA 1 50 100 1.0 0.0025 100 1762 -44 1823.8138863748438 1824.8189292409313 50 TCGA 1 50 100 1.0 0.0025 100 1762 -45 1823.0542468941628 1823.4825525331737 50 TCGA 1 50 100 1.0 0.0025 100 1762 -46 1823.3442278986652 1823.1458065473853 50 TCGA 1 50 100 1.0 0.0025 100 1762 -47 1823.2569202244688 1825.600644825691 50 TCGA 1 50 100 1.0 0.0025 100 1762 -48 1823.1941092919394 1824.1131432308025 50 TCGA 1 50 100 1.0 0.0025 100 1762 -49 1822.724682380105 1823.3261571529522 50 TCGA 1 50 100 1.0 0.0025 100 1762 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 40f43049e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2482.624566942656 3495.316497035961 100 TCGA 1 100 100 0.5 0.002 100 8840 -1 1974.0863616735571 2230.227313324435 100 TCGA 1 100 100 0.5 0.002 100 8840 -2 1936.6939510733357 2123.362735307396 100 TCGA 1 100 100 0.5 0.002 100 8840 -3 1915.4487286429412 1992.1766682533762 100 TCGA 1 100 100 0.5 0.002 100 8840 -4 1902.8254283075155 1899.724211879711 100 TCGA 1 100 100 0.5 0.002 100 8840 -5 1892.698537818661 1892.9089686714824 100 TCGA 1 100 100 0.5 0.002 100 8840 -6 1884.927814696966 1879.5476712174152 100 TCGA 1 100 100 0.5 0.002 100 8840 -7 1878.231846050301 1877.0720263917242 100 TCGA 1 100 100 0.5 0.002 100 8840 -8 1874.639886405801 1868.2525438471655 100 TCGA 1 100 100 0.5 0.002 100 8840 -9 1869.5173895352918 1865.757960333896 100 TCGA 1 100 100 0.5 0.002 100 8840 -10 1865.978642327962 1864.658160185694 100 TCGA 1 100 100 0.5 0.002 100 8840 -11 1863.3139610558778 1859.3733719868876 100 TCGA 1 100 100 0.5 0.002 100 8840 -12 1860.8435026846475 1857.3112087537295 100 TCGA 1 100 100 0.5 0.002 100 8840 -13 1858.1192268059049 1856.4791265899812 100 TCGA 1 100 100 0.5 0.002 100 8840 -14 1856.4556661035908 1854.4661030985003 100 TCGA 1 100 100 0.5 0.002 100 8840 -15 1853.926893167616 1852.513092807789 100 TCGA 1 100 100 0.5 0.002 100 8840 -16 1852.304347504408 1850.306081187186 100 TCGA 1 100 100 0.5 0.002 100 8840 -17 1850.5988861230458 1848.0621031181297 100 TCGA 1 100 100 0.5 0.002 100 8840 -18 1848.8452993351004 1846.1281885501728 100 TCGA 1 100 100 0.5 0.002 100 8840 -19 1847.6043938935795 1844.500238619857 100 TCGA 1 100 100 0.5 0.002 100 8840 -20 1845.937425100959 1842.9047827025754 100 TCGA 1 100 100 0.5 0.002 100 8840 -21 1844.3648454913312 1842.8917040034155 100 TCGA 1 100 100 0.5 0.002 100 8840 -22 1843.7415994124055 1842.2782767597755 100 TCGA 1 100 100 0.5 0.002 100 8840 -23 1842.4253905268968 1840.1600691445508 100 TCGA 1 100 100 0.5 0.002 100 8840 -24 1841.344742436137 1844.0257046953518 100 TCGA 1 100 100 0.5 0.002 100 8840 -25 1840.2714671933209 1836.7188168626335 100 TCGA 1 100 100 0.5 0.002 100 8840 -26 1839.1207797108705 1836.6094848019393 100 TCGA 1 100 100 0.5 0.002 100 8840 -27 1838.177762675038 1835.7234352916928 100 TCGA 1 100 100 0.5 0.002 100 8840 -28 1837.63990048088 1836.9803656956658 100 TCGA 1 100 100 0.5 0.002 100 8840 -29 1836.3507374115109 1837.8846509157113 100 TCGA 1 100 100 0.5 0.002 100 8840 -30 1836.0116465215451 1832.6728681248037 100 TCGA 1 100 100 0.5 0.002 100 8840 -31 1835.1316175489555 1834.4846234345555 100 TCGA 1 100 100 0.5 0.002 100 8840 -32 1833.816516643311 1832.7130071745446 100 TCGA 1 100 100 0.5 0.002 100 8840 -33 1833.3332253290162 1831.2172581658292 100 TCGA 1 100 100 0.5 0.002 100 8840 -34 1832.1737345727324 1830.3787835662688 100 TCGA 1 100 100 0.5 0.002 100 8840 -35 1831.4982296738963 1831.8360822668028 100 TCGA 1 100 100 0.5 0.002 100 8840 -36 1831.6774641144075 1831.3973100365106 100 TCGA 1 100 100 0.5 0.002 100 8840 -37 1830.735425848396 1830.8389825102072 100 TCGA 1 100 100 0.5 0.002 100 8840 -38 1830.133028367838 1830.4794044686323 100 TCGA 1 100 100 0.5 0.002 100 8840 -39 1829.4709050676388 1830.3022399595634 100 TCGA 1 100 100 0.5 0.002 100 8840 -40 1828.5920021013699 1827.980254666889 100 TCGA 1 100 100 0.5 0.002 100 8840 -41 1828.587669211608 1825.4818225649733 100 TCGA 1 100 100 0.5 0.002 100 8840 -42 1827.7142474190148 1826.955523466944 100 TCGA 1 100 100 0.5 0.002 100 8840 -43 1827.1478823587183 1825.2928877787374 100 TCGA 1 100 100 0.5 0.002 100 8840 -44 1826.8339413049857 1824.8740191435695 100 TCGA 1 100 100 0.5 0.002 100 8840 -45 1826.3686695118038 1824.0921624725188 100 TCGA 1 100 100 0.5 0.002 100 8840 -46 1825.865325488314 1824.9761318801036 100 TCGA 1 100 100 0.5 0.002 100 8840 -47 1825.5489657964408 1823.5622092395572 100 TCGA 1 100 100 0.5 0.002 100 8840 -48 1825.0611821883676 1823.7258975541772 100 TCGA 1 100 100 0.5 0.002 100 8840 -49 1824.5835439326681 1823.0575632066582 100 TCGA 1 100 100 0.5 0.002 100 8840 -50 1824.1100699246656 1822.8402651686165 100 TCGA 1 100 100 0.5 0.002 100 8840 -51 1823.938547959803 1822.863749901853 100 TCGA 1 100 100 0.5 0.002 100 8840 -52 1823.3155506132755 1822.5153127699043 100 TCGA 1 100 100 0.5 0.002 100 8840 -53 1823.0632457066786 1821.8410816288474 100 TCGA 1 100 100 0.5 0.002 100 8840 -54 1822.415941652489 1820.5835807455244 100 TCGA 1 100 100 0.5 0.002 100 8840 -55 1822.3810369689784 1821.791637631517 100 TCGA 1 100 100 0.5 0.002 100 8840 -56 1821.9008258215376 1820.6561579872016 100 TCGA 1 100 100 0.5 0.002 100 8840 -57 1821.8978815820683 1821.738407614243 100 TCGA 1 100 100 0.5 0.002 100 8840 -58 1821.5913839560558 1821.1586135020807 100 TCGA 1 100 100 0.5 0.002 100 8840 -59 1820.873098774299 1821.320636998469 100 TCGA 1 100 100 0.5 0.002 100 8840 -60 1820.809674574363 1819.0087614586605 100 TCGA 1 100 100 0.5 0.002 100 8840 -61 1820.43629867225 1819.2889496309674 100 TCGA 1 100 100 0.5 0.002 100 8840 -62 1820.3094710784242 1818.7994795756124 100 TCGA 1 100 100 0.5 0.002 100 8840 -63 1820.1311078485148 1819.925930924152 100 TCGA 1 100 100 0.5 0.002 100 8840 -64 1819.7774485568807 1818.2516525498586 100 TCGA 1 100 100 0.5 0.002 100 8840 -65 1819.6880665866508 1818.6348840148005 100 TCGA 1 100 100 0.5 0.002 100 8840 -66 1819.4627429797376 1819.126404115303 100 TCGA 1 100 100 0.5 0.002 100 8840 -67 1819.2651038814408 1819.7566764486494 100 TCGA 1 100 100 0.5 0.002 100 8840 -68 1819.2948159917096 1818.463477053235 100 TCGA 1 100 100 0.5 0.002 100 8840 -69 1818.6940333164887 1817.8411711879712 100 TCGA 1 100 100 0.5 0.002 100 8840 -70 1818.332537080816 1817.567758838136 100 TCGA 1 100 100 0.5 0.002 100 8840 -71 1818.3126957294385 1816.8726536736417 100 TCGA 1 100 100 0.5 0.002 100 8840 -72 1818.406361238088 1816.623167718475 100 TCGA 1 100 100 0.5 0.002 100 8840 -73 1818.1599384473495 1819.3705097754396 100 TCGA 1 100 100 0.5 0.002 100 8840 -74 1817.747771205108 1815.832613997723 100 TCGA 1 100 100 0.5 0.002 100 8840 -75 1817.5060164899428 1815.9105439305904 100 TCGA 1 100 100 0.5 0.002 100 8840 -76 1817.4200650374928 1817.4520656259815 100 TCGA 1 100 100 0.5 0.002 100 8840 -77 1817.3512275594462 1815.0995652088568 100 TCGA 1 100 100 0.5 0.002 100 8840 -78 1817.2025466682203 1815.2822155209642 100 TCGA 1 100 100 0.5 0.002 100 8840 -79 1816.7968291095196 1819.5780826741127 100 TCGA 1 100 100 0.5 0.002 100 8840 -80 1817.1853084161833 1815.0300930924152 100 TCGA 1 100 100 0.5 0.002 100 8840 -81 1816.7283072102773 1814.759362608943 100 TCGA 1 100 100 0.5 0.002 100 8840 -82 1816.4608375301505 1815.9331600630103 100 TCGA 1 100 100 0.5 0.002 100 8840 -83 1816.3828768665762 1815.0078750687028 100 TCGA 1 100 100 0.5 0.002 100 8840 -84 1816.5063359792484 1814.8671825926508 100 TCGA 1 100 100 0.5 0.002 100 8840 -85 1816.3368534156689 1814.141138431415 100 TCGA 1 100 100 0.5 0.002 100 8840 -86 1815.9034343438032 1815.10366161864 100 TCGA 1 100 100 0.5 0.002 100 8840 -87 1816.0535793430054 1815.2227261797268 100 TCGA 1 100 100 0.5 0.002 100 8840 -88 1816.0582113929167 1815.4704295402796 100 TCGA 1 100 100 0.5 0.002 100 8840 -89 1816.1547734656228 1815.72228206462 100 TCGA 1 100 100 0.5 0.002 100 8840 -90 1815.6168185230983 1814.9182263858354 100 TCGA 1 100 100 0.5 0.002 100 8840 -91 1815.5613380361447 1813.9642996476523 100 TCGA 1 100 100 0.5 0.002 100 8840 -92 1815.7636938800847 1813.9177804304727 100 TCGA 1 100 100 0.5 0.002 100 8840 -93 1815.5923384589694 1814.06952303019 100 TCGA 1 100 100 0.5 0.002 100 8840 -94 1815.603092350722 1814.3983313785725 100 TCGA 1 100 100 0.5 0.002 100 8840 -95 1815.3592749347722 1814.320118046286 100 TCGA 1 100 100 0.5 0.002 100 8840 -96 1815.0315364203639 1813.0794039778973 100 TCGA 1 100 100 0.5 0.002 100 8840 -97 1814.9770771737262 1813.6261090609296 100 TCGA 1 100 100 0.5 0.002 100 8840 -98 1815.3634084707287 1815.2414716404287 100 TCGA 1 100 100 0.5 0.002 100 8840 -99 1814.6510547016705 1814.3728886129868 100 TCGA 1 100 100 0.5 0.002 100 8840 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index de359dc56..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2481.730155882658 3648.6861860572394 100 TCGA 1 100 100 0.0 0.002 100 8036 -1 1974.3297169963514 2346.5455144374214 100 TCGA 1 100 100 0.0 0.002 100 8036 -2 1936.575963133267 2001.640737255614 100 TCGA 1 100 100 0.0 0.002 100 8036 -3 1912.7713338547699 1972.5932942299387 100 TCGA 1 100 100 0.0 0.002 100 8036 -4 1900.6817866624606 1933.1083113320508 100 TCGA 1 100 100 0.0 0.002 100 8036 -5 1891.3340705559049 1888.7462029385208 100 TCGA 1 100 100 0.0 0.002 100 8036 -6 1884.5147754402217 1885.1966982127435 100 TCGA 1 100 100 0.0 0.002 100 8036 -7 1879.0880432980496 1877.6178616471027 100 TCGA 1 100 100 0.0 0.002 100 8036 -8 1873.7592585951452 1876.350391483786 100 TCGA 1 100 100 0.0 0.002 100 8036 -9 1870.061784909684 1866.9550272112515 100 TCGA 1 100 100 0.0 0.002 100 8036 -10 1866.2811591046932 1864.4516159901068 100 TCGA 1 100 100 0.0 0.002 100 8036 -11 1863.2056004970996 1861.978978756085 100 TCGA 1 100 100 0.0 0.002 100 8036 -12 1860.5740959302884 1859.8134189011464 100 TCGA 1 100 100 0.0 0.002 100 8036 -13 1857.758374467627 1860.1587441602544 100 TCGA 1 100 100 0.0 0.002 100 8036 -14 1855.9342992207557 1857.6784128160332 100 TCGA 1 100 100 0.0 0.002 100 8036 -15 1853.5585125696314 1853.6221230665044 100 TCGA 1 100 100 0.0 0.002 100 8036 -16 1851.3605945722136 1852.1907885374137 100 TCGA 1 100 100 0.0 0.002 100 8036 -17 1849.9981237224788 1854.562699361063 100 TCGA 1 100 100 0.0 0.002 100 8036 -18 1848.699029206511 1855.2033844760913 100 TCGA 1 100 100 0.0 0.002 100 8036 -19 1847.3260746029873 1849.4326049191268 100 TCGA 1 100 100 0.0 0.002 100 8036 -20 1845.8870832577575 1844.64122737712 100 TCGA 1 100 100 0.0 0.002 100 8036 -21 1844.6077415141854 1848.308392548681 100 TCGA 1 100 100 0.0 0.002 100 8036 -22 1843.1538968457216 1844.0299980125235 100 TCGA 1 100 100 0.0 0.002 100 8036 -23 1841.519057575221 1842.1929612662923 100 TCGA 1 100 100 0.0 0.002 100 8036 -24 1840.8935742400056 1842.0389336820822 100 TCGA 1 100 100 0.0 0.002 100 8036 -25 1839.970060331266 1841.062474849835 100 TCGA 1 100 100 0.0 0.002 100 8036 -26 1838.7903127567033 1839.621735385914 100 TCGA 1 100 100 0.0 0.002 100 8036 -27 1837.6235723400744 1840.3649675378847 100 TCGA 1 100 100 0.0 0.002 100 8036 -28 1836.9048125978852 1838.1593637130968 100 TCGA 1 100 100 0.0 0.002 100 8036 -29 1835.9281626498143 1838.2484560252435 100 TCGA 1 100 100 0.0 0.002 100 8036 -30 1835.4200544641517 1836.2521285627356 100 TCGA 1 100 100 0.0 0.002 100 8036 -31 1834.3260213002682 1835.90406868326 100 TCGA 1 100 100 0.0 0.002 100 8036 -32 1833.4118807810014 1834.7055535244583 100 TCGA 1 100 100 0.0 0.002 100 8036 -33 1832.7099386599064 1835.3051291614322 100 TCGA 1 100 100 0.0 0.002 100 8036 -34 1832.1035732197329 1835.0451224629005 100 TCGA 1 100 100 0.0 0.002 100 8036 -35 1831.429959790783 1834.059251334799 100 TCGA 1 100 100 0.0 0.002 100 8036 -36 1830.9241255819697 1833.4892375696843 100 TCGA 1 100 100 0.0 0.002 100 8036 -37 1830.2936578566027 1832.268682891999 100 TCGA 1 100 100 0.0 0.002 100 8036 -38 1829.641254059291 1833.743748650479 100 TCGA 1 100 100 0.0 0.002 100 8036 -39 1828.958280593799 1831.0265874047975 100 TCGA 1 100 100 0.0 0.002 100 8036 -40 1828.2771031383638 1830.4292102602858 100 TCGA 1 100 100 0.0 0.002 100 8036 -41 1827.6958424205932 1830.321633190366 100 TCGA 1 100 100 0.0 0.002 100 8036 -42 1827.374388299519 1830.1744298887013 100 TCGA 1 100 100 0.0 0.002 100 8036 -43 1826.997478203657 1829.8139120897456 100 TCGA 1 100 100 0.0 0.002 100 8036 -44 1826.2807609966017 1828.9231263740578 100 TCGA 1 100 100 0.0 0.002 100 8036 -45 1825.6343703101238 1829.362661083739 100 TCGA 1 100 100 0.0 0.002 100 8036 -46 1825.4118840238561 1828.4796890948885 100 TCGA 1 100 100 0.0 0.002 100 8036 -47 1825.0290778733108 1827.5916876864792 100 TCGA 1 100 100 0.0 0.002 100 8036 -48 1824.5673168789983 1827.0096687048524 100 TCGA 1 100 100 0.0 0.002 100 8036 -49 1823.9235185550144 1826.3092967277796 100 TCGA 1 100 100 0.0 0.002 100 8036 -50 1823.87590324401 1826.996107858629 100 TCGA 1 100 100 0.0 0.002 100 8036 -51 1823.1908467349522 1826.6272800771435 100 TCGA 1 100 100 0.0 0.002 100 8036 -52 1822.9371811510903 1827.5887236475346 100 TCGA 1 100 100 0.0 0.002 100 8036 -53 1822.2834066754408 1827.0851879024026 100 TCGA 1 100 100 0.0 0.002 100 8036 -54 1822.1112885158473 1825.488775052018 100 TCGA 1 100 100 0.0 0.002 100 8036 -55 1821.9424644970097 1824.877372089942 100 TCGA 1 100 100 0.0 0.002 100 8036 -56 1821.7585826915933 1823.519889486495 100 TCGA 1 100 100 0.0 0.002 100 8036 -57 1821.1208726908694 1824.2495620190798 100 TCGA 1 100 100 0.0 0.002 100 8036 -58 1821.257629496722 1823.0753670697236 100 TCGA 1 100 100 0.0 0.002 100 8036 -59 1820.7639841155717 1824.4944546953518 100 TCGA 1 100 100 0.0 0.002 100 8036 -60 1820.6710604030993 1823.3419263063363 100 TCGA 1 100 100 0.0 0.002 100 8036 -61 1819.7956850631174 1822.0499862594222 100 TCGA 1 100 100 0.0 0.002 100 8036 -62 1819.8011886370157 1824.0944382557318 100 TCGA 1 100 100 0.0 0.002 100 8036 -63 1819.3681048872163 1821.3754870544126 100 TCGA 1 100 100 0.0 0.002 100 8036 -64 1819.3841665007997 1823.241207256988 100 TCGA 1 100 100 0.0 0.002 100 8036 -65 1819.2336969845048 1821.3591081628847 100 TCGA 1 100 100 0.0 0.002 100 8036 -66 1819.0360712936406 1822.2120999283527 100 TCGA 1 100 100 0.0 0.002 100 8036 -67 1818.956815191406 1821.8130158850895 100 TCGA 1 100 100 0.0 0.002 100 8036 -68 1818.3750886471094 1822.1902364606235 100 TCGA 1 100 100 0.0 0.002 100 8036 -69 1818.251055957936 1821.5958613870132 100 TCGA 1 100 100 0.0 0.002 100 8036 -70 1818.000194257891 1820.895090687814 100 TCGA 1 100 100 0.0 0.002 100 8036 -71 1817.9726437418465 1820.7236598029208 100 TCGA 1 100 100 0.0 0.002 100 8036 -72 1817.7449055162974 1821.2561869405622 100 TCGA 1 100 100 0.0 0.002 100 8036 -73 1817.9008830620091 1820.8890650763583 100 TCGA 1 100 100 0.0 0.002 100 8036 -74 1817.2548539674447 1820.6593692338647 100 TCGA 1 100 100 0.0 0.002 100 8036 -75 1817.381028671086 1819.9181300791065 100 TCGA 1 100 100 0.0 0.002 100 8036 -76 1817.0742738785282 1820.5623221085898 100 TCGA 1 100 100 0.0 0.002 100 8036 -77 1816.6922433561267 1819.1753365214745 100 TCGA 1 100 100 0.0 0.002 100 8036 -78 1816.3308566689877 1819.5391778227072 100 TCGA 1 100 100 0.0 0.002 100 8036 -79 1816.4572659073192 1819.067668052175 100 TCGA 1 100 100 0.0 0.002 100 8036 -80 1816.277934985071 1821.227708366049 100 TCGA 1 100 100 0.0 0.002 100 8036 -81 1816.4815223643604 1819.0928317122723 100 TCGA 1 100 100 0.0 0.002 100 8036 -82 1816.2268575043906 1820.9167664494346 100 TCGA 1 100 100 0.0 0.002 100 8036 -83 1816.1708247238723 1819.2197265625 100 TCGA 1 100 100 0.0 0.002 100 8036 -84 1816.1614262908415 1819.9451070047503 100 TCGA 1 100 100 0.0 0.002 100 8036 -85 1815.6960390901868 1819.498225379829 100 TCGA 1 100 100 0.0 0.002 100 8036 -86 1815.4956854637053 1818.2362287511778 100 TCGA 1 100 100 0.0 0.002 100 8036 -87 1815.683763359471 1817.9534985719613 100 TCGA 1 100 100 0.0 0.002 100 8036 -88 1815.4923371890784 1819.4205285460505 100 TCGA 1 100 100 0.0 0.002 100 8036 -89 1815.5787685158823 1817.5514609178706 100 TCGA 1 100 100 0.0 0.002 100 8036 -90 1815.7046107587996 1817.6065618620446 100 TCGA 1 100 100 0.0 0.002 100 8036 -91 1815.0444400930846 1817.5207746496153 100 TCGA 1 100 100 0.0 0.002 100 8036 -92 1815.297530506269 1819.3233268392744 100 TCGA 1 100 100 0.0 0.002 100 8036 -93 1815.3104370539577 1818.280816926429 100 TCGA 1 100 100 0.0 0.002 100 8036 -94 1815.3305145205763 1817.5263954047582 100 TCGA 1 100 100 0.0 0.002 100 8036 -95 1814.6513744634847 1817.94518920285 100 TCGA 1 100 100 0.0 0.002 100 8036 -96 1814.6544640727682 1817.1763057229507 100 TCGA 1 100 100 0.0 0.002 100 8036 -97 1814.562690415517 1817.4857263612987 100 TCGA 1 100 100 0.0 0.002 100 8036 -98 1814.8672248745806 1818.771600311126 100 TCGA 1 100 100 0.0 0.002 100 8036 -99 1814.975720366086 1817.23887442584 100 TCGA 1 100 100 0.0 0.002 100 8036 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index 1caeed99b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2478.965921876526 3890.168492609532 100 TCGA 1 100 100 1.0 0.002 100 7266 -1 1974.6622099307435 2413.899421423524 100 TCGA 1 100 100 1.0 0.002 100 7266 -2 1937.0023842475314 2001.47739306886 100 TCGA 1 100 100 1.0 0.002 100 7266 -3 1915.8858568455735 1918.064388716041 100 TCGA 1 100 100 1.0 0.002 100 7266 -4 1901.2154012348572 1968.578739645493 100 TCGA 1 100 100 1.0 0.002 100 7266 -5 1891.4594321069421 1889.7942900537846 100 TCGA 1 100 100 1.0 0.002 100 7266 -6 1883.6987902571786 1880.5525344005182 100 TCGA 1 100 100 1.0 0.002 100 7266 -7 1878.2342314423695 1882.2675216904836 100 TCGA 1 100 100 1.0 0.002 100 7266 -8 1874.4162739088313 1874.0816276205244 100 TCGA 1 100 100 1.0 0.002 100 7266 -9 1869.5912194833757 1868.4185171462782 100 TCGA 1 100 100 1.0 0.002 100 7266 -10 1865.758123269024 1865.2768720310537 100 TCGA 1 100 100 1.0 0.002 100 7266 -11 1863.0430109343606 1863.5518847901617 100 TCGA 1 100 100 1.0 0.002 100 7266 -12 1860.0719504004571 1861.2748299603486 100 TCGA 1 100 100 1.0 0.002 100 7266 -13 1857.7240861717485 1858.7764696284155 100 TCGA 1 100 100 1.0 0.002 100 7266 -14 1855.711879372131 1856.2801213096734 100 TCGA 1 100 100 1.0 0.002 100 7266 -15 1854.2774300126575 1853.0072052155308 100 TCGA 1 100 100 1.0 0.002 100 7266 -16 1852.05203265124 1853.0353887356705 100 TCGA 1 100 100 1.0 0.002 100 7266 -17 1850.5808353996767 1853.4361038591394 100 TCGA 1 100 100 1.0 0.002 100 7266 -18 1848.8882273450363 1847.220679815091 100 TCGA 1 100 100 1.0 0.002 100 7266 -19 1846.8579666200712 1852.1177782221655 100 TCGA 1 100 100 1.0 0.002 100 7266 -20 1846.1043458775307 1847.7339695302685 100 TCGA 1 100 100 1.0 0.002 100 7266 -21 1844.704294267091 1844.0093159891253 100 TCGA 1 100 100 1.0 0.002 100 7266 -22 1842.9487900391714 1844.1272794637248 100 TCGA 1 100 100 1.0 0.002 100 7266 -23 1841.861153801127 1842.8378679285097 100 TCGA 1 100 100 1.0 0.002 100 7266 -24 1841.513639446454 1841.7001824307083 100 TCGA 1 100 100 1.0 0.002 100 7266 -25 1839.373814981901 1840.447157049898 100 TCGA 1 100 100 1.0 0.002 100 7266 -26 1838.8245124735993 1841.1839851111024 100 TCGA 1 100 100 1.0 0.002 100 7266 -27 1838.4529676125483 1841.0538593848146 100 TCGA 1 100 100 1.0 0.002 100 7266 -28 1836.6695479929401 1840.078816322825 100 TCGA 1 100 100 1.0 0.002 100 7266 -29 1836.0406335949272 1841.837128145611 100 TCGA 1 100 100 1.0 0.002 100 7266 -30 1835.2788409132925 1839.629715349207 100 TCGA 1 100 100 1.0 0.002 100 7266 -31 1834.4311894321963 1834.637253037649 100 TCGA 1 100 100 1.0 0.002 100 7266 -32 1833.570926462304 1835.6939838351916 100 TCGA 1 100 100 1.0 0.002 100 7266 -33 1833.2861175656333 1835.4405272210663 100 TCGA 1 100 100 1.0 0.002 100 7266 -34 1832.4491584301793 1834.384929407781 100 TCGA 1 100 100 1.0 0.002 100 7266 -35 1831.5673368538926 1832.7401865283448 100 TCGA 1 100 100 1.0 0.002 100 7266 -36 1830.8878986585592 1832.7095910460505 100 TCGA 1 100 100 1.0 0.002 100 7266 -37 1830.3889892251113 1832.370626938403 100 TCGA 1 100 100 1.0 0.002 100 7266 -38 1829.6681114901041 1831.5879857048917 100 TCGA 1 100 100 1.0 0.002 100 7266 -39 1829.0365290675315 1830.4651388043735 100 TCGA 1 100 100 1.0 0.002 100 7266 -40 1828.5649174527273 1830.1025267941268 100 TCGA 1 100 100 1.0 0.002 100 7266 -41 1828.0155278506163 1829.12949942584 100 TCGA 1 100 100 1.0 0.002 100 7266 -42 1827.2784437998582 1828.9003305099718 100 TCGA 1 100 100 1.0 0.002 100 7266 -43 1826.6297233539815 1829.26394116579 100 TCGA 1 100 100 1.0 0.002 100 7266 -44 1826.5017767436857 1828.9083754956423 100 TCGA 1 100 100 1.0 0.002 100 7266 -45 1825.825638234662 1828.773000745917 100 TCGA 1 100 100 1.0 0.002 100 7266 -46 1825.7550626001741 1827.524880874097 100 TCGA 1 100 100 1.0 0.002 100 7266 -47 1825.040091547693 1827.2856334897142 100 TCGA 1 100 100 1.0 0.002 100 7266 -48 1824.5762986597147 1826.2141714431532 100 TCGA 1 100 100 1.0 0.002 100 7266 -49 1824.314333956906 1825.789832340413 100 TCGA 1 100 100 1.0 0.002 100 7266 -50 1823.8120013089142 1826.2560354261543 100 TCGA 1 100 100 1.0 0.002 100 7266 -51 1823.716605192317 1825.569170314463 100 TCGA 1 100 100 1.0 0.002 100 7266 -52 1823.1473973611992 1824.3978044519472 100 TCGA 1 100 100 1.0 0.002 100 7266 -53 1822.7228889452558 1824.550615626963 100 TCGA 1 100 100 1.0 0.002 100 7266 -54 1822.4113514735532 1823.2210889653345 100 TCGA 1 100 100 1.0 0.002 100 7266 -55 1821.890638421058 1824.9698179618797 100 TCGA 1 100 100 1.0 0.002 100 7266 -56 1821.8266983074807 1823.5730274909704 100 TCGA 1 100 100 1.0 0.002 100 7266 -57 1821.2192726173575 1822.5048515281485 100 TCGA 1 100 100 1.0 0.002 100 7266 -58 1821.3128573680272 1824.624754019119 100 TCGA 1 100 100 1.0 0.002 100 7266 -59 1821.0228734613063 1823.557715334485 100 TCGA 1 100 100 1.0 0.002 100 7266 -60 1820.4522600025987 1821.9045833415123 100 TCGA 1 100 100 1.0 0.002 100 7266 -61 1820.2249669474088 1824.7743631487515 100 TCGA 1 100 100 1.0 0.002 100 7266 -62 1819.693433906154 1821.4998920383166 100 TCGA 1 100 100 1.0 0.002 100 7266 -63 1819.939239587112 1821.5403144874765 100 TCGA 1 100 100 1.0 0.002 100 7266 -64 1819.305716833827 1821.3949686175015 100 TCGA 1 100 100 1.0 0.002 100 7266 -65 1819.2787941644096 1823.5106342258166 100 TCGA 1 100 100 1.0 0.002 100 7266 -66 1818.7550214104706 1822.7013062136857 100 TCGA 1 100 100 1.0 0.002 100 7266 -67 1819.0032463563396 1821.166143829499 100 TCGA 1 100 100 1.0 0.002 100 7266 -68 1818.8771672079054 1820.734722808378 100 TCGA 1 100 100 1.0 0.002 100 7266 -69 1818.4439219148953 1819.831808579028 100 TCGA 1 100 100 1.0 0.002 100 7266 -70 1818.162812965445 1819.669861146553 100 TCGA 1 100 100 1.0 0.002 100 7266 -71 1818.1793838434553 1820.2001873380575 100 TCGA 1 100 100 1.0 0.002 100 7266 -72 1817.9402864977562 1819.647705078125 100 TCGA 1 100 100 1.0 0.002 100 7266 -73 1817.3626168599444 1819.4919654424466 100 TCGA 1 100 100 1.0 0.002 100 7266 -74 1817.4578510518186 1819.6419395561793 100 TCGA 1 100 100 1.0 0.002 100 7266 -75 1817.2559837752626 1822.1966767430904 100 TCGA 1 100 100 1.0 0.002 100 7266 -76 1816.9740533344393 1821.2988520483275 100 TCGA 1 100 100 1.0 0.002 100 7266 -77 1817.224910183828 1819.982498552332 100 TCGA 1 100 100 1.0 0.002 100 7266 -78 1816.9369227173793 1819.4261707708465 100 TCGA 1 100 100 1.0 0.002 100 7266 -79 1816.6336008679295 1819.3853686155387 100 TCGA 1 100 100 1.0 0.002 100 7266 -80 1816.4259034156905 1819.457875927489 100 TCGA 1 100 100 1.0 0.002 100 7266 -81 1816.3711516172416 1820.139438034901 100 TCGA 1 100 100 1.0 0.002 100 7266 -82 1816.2039065552099 1819.4439850620288 100 TCGA 1 100 100 1.0 0.002 100 7266 -83 1815.9393962796664 1817.9411841924466 100 TCGA 1 100 100 1.0 0.002 100 7266 -84 1816.138761816526 1818.5793929363615 100 TCGA 1 100 100 1.0 0.002 100 7266 -85 1816.2449462291106 1817.542257797778 100 TCGA 1 100 100 1.0 0.002 100 7266 -86 1815.3317754868751 1818.1933691896984 100 TCGA 1 100 100 1.0 0.002 100 7266 -87 1816.0448277640894 1821.5308426900126 100 TCGA 1 100 100 1.0 0.002 100 7266 -88 1815.3231056060945 1818.9479293439856 100 TCGA 1 100 100 1.0 0.002 100 7266 -89 1815.5950518834936 1818.4228061695194 100 TCGA 1 100 100 1.0 0.002 100 7266 -90 1815.3424190398187 1816.8578610827576 100 TCGA 1 100 100 1.0 0.002 100 7266 -91 1815.1272320104956 1818.0837322599325 100 TCGA 1 100 100 1.0 0.002 100 7266 -92 1814.9084673903992 1817.2083145218278 100 TCGA 1 100 100 1.0 0.002 100 7266 -93 1814.9043384325905 1818.2030832875314 100 TCGA 1 100 100 1.0 0.002 100 7266 -94 1815.0789231373697 1816.9038613477544 100 TCGA 1 100 100 1.0 0.002 100 7266 -95 1814.5778504337686 1817.1227076544833 100 TCGA 1 100 100 1.0 0.002 100 7266 -96 1814.8634322198698 1818.0515259402482 100 TCGA 1 100 100 1.0 0.002 100 7266 -97 1814.8596498796164 1816.9251322530622 100 TCGA 1 100 100 1.0 0.002 100 7266 -98 1814.614295227957 1817.711226420187 100 TCGA 1 100 100 1.0 0.002 100 7266 -99 1814.6657909142518 1817.064791732098 100 TCGA 1 100 100 1.0 0.002 100 7266 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index d0331213b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2477.79112769424 3928.6278339941896 100 TCGA 1 50 100 0.5 0.002 100 9306 -1 1976.7565866600844 2449.081750304256 100 TCGA 1 50 100 0.5 0.002 100 9306 -2 1937.5513984279078 2066.0425847499214 100 TCGA 1 50 100 0.5 0.002 100 9306 -3 1917.2471136413976 1937.0844714294126 100 TCGA 1 50 100 0.5 0.002 100 9306 -4 1903.2929866265765 1895.4807619641174 100 TCGA 1 50 100 0.5 0.002 100 9306 -5 1892.2405143096546 1896.8555442004947 100 TCGA 1 50 100 0.5 0.002 100 9306 -6 1884.7173142874396 1878.0372970811086 100 TCGA 1 50 100 0.5 0.002 100 9306 -7 1879.32074296851 1872.1274420196687 100 TCGA 1 50 100 0.5 0.002 100 9306 -8 1873.8682658036569 1868.5656192338647 100 TCGA 1 50 100 0.5 0.002 100 9306 -9 1870.2604581243372 1868.1944021867148 100 TCGA 1 50 100 0.5 0.002 100 9306 -10 1867.4035751627205 1859.9808208523084 100 TCGA 1 50 100 0.5 0.002 100 9306 -11 1863.1737792641738 1858.386590545501 100 TCGA 1 50 100 0.5 0.002 100 9306 -12 1860.9731495181609 1855.443160013937 100 TCGA 1 50 100 0.5 0.002 100 9306 -13 1858.1348940175164 1853.9717263073178 100 TCGA 1 50 100 0.5 0.002 100 9306 -14 1856.0620532218388 1851.8468410166065 100 TCGA 1 50 100 0.5 0.002 100 9306 -15 1854.3464508482436 1856.1102896072157 100 TCGA 1 50 100 0.5 0.002 100 9306 -16 1852.6664253828421 1849.0178210387876 100 TCGA 1 50 100 0.5 0.002 100 9306 -17 1850.019640280767 1847.305200931415 100 TCGA 1 50 100 0.5 0.002 100 9306 -18 1848.2948622500767 1846.2829835211212 100 TCGA 1 50 100 0.5 0.002 100 9306 -19 1847.3931049798691 1844.8860979703204 100 TCGA 1 50 100 0.5 0.002 100 9306 -20 1846.4257688235991 1842.6085708081423 100 TCGA 1 50 100 0.5 0.002 100 9306 -21 1844.4509158938681 1842.434791143216 100 TCGA 1 50 100 0.5 0.002 100 9306 -22 1842.938611358973 1840.7897881742697 100 TCGA 1 50 100 0.5 0.002 100 9306 -23 1842.254192833869 1839.713984963882 100 TCGA 1 50 100 0.5 0.002 100 9306 -24 1841.0059117920657 1839.7261048896828 100 TCGA 1 50 100 0.5 0.002 100 9306 -25 1840.0653073174278 1839.658051610592 100 TCGA 1 50 100 0.5 0.002 100 9306 -26 1839.2900006932623 1837.6254950288553 100 TCGA 1 50 100 0.5 0.002 100 9306 -27 1838.1415558491506 1841.169923715256 100 TCGA 1 50 100 0.5 0.002 100 9306 -28 1837.0107693975026 1835.0415670883715 100 TCGA 1 50 100 0.5 0.002 100 9306 -29 1836.4591190897204 1836.4752405827967 100 TCGA 1 50 100 0.5 0.002 100 9306 -30 1835.4794460653873 1833.13356087076 100 TCGA 1 50 100 0.5 0.002 100 9306 -31 1834.5123325487987 1835.5233565287374 100 TCGA 1 50 100 0.5 0.002 100 9306 -32 1833.7066712386375 1832.6869896356784 100 TCGA 1 50 100 0.5 0.002 100 9306 -33 1833.1536866733172 1833.3109768814777 100 TCGA 1 50 100 0.5 0.002 100 9306 -34 1832.2829600471593 1831.9840885334877 100 TCGA 1 50 100 0.5 0.002 100 9306 -35 1832.1386984037308 1831.575284258205 100 TCGA 1 50 100 0.5 0.002 100 9306 -36 1831.1294749349686 1831.6930127934595 100 TCGA 1 50 100 0.5 0.002 100 9306 -37 1830.9415494533691 1829.3103137759108 100 TCGA 1 50 100 0.5 0.002 100 9306 -38 1829.9683766629576 1829.4959054304727 100 TCGA 1 50 100 0.5 0.002 100 9306 -39 1829.3237017463234 1828.6404078497958 100 TCGA 1 50 100 0.5 0.002 100 9306 -40 1828.5221383279688 1827.8612060546875 100 TCGA 1 50 100 0.5 0.002 100 9306 -41 1828.1205615267077 1827.0665927292714 100 TCGA 1 50 100 0.5 0.002 100 9306 -42 1827.8123097071118 1825.9879217866678 100 TCGA 1 50 100 0.5 0.002 100 9306 -43 1826.9969845812348 1825.224137042635 100 TCGA 1 50 100 0.5 0.002 100 9306 -44 1826.5529182911823 1824.9549026872644 100 TCGA 1 50 100 0.5 0.002 100 9306 -45 1826.7532379221925 1824.8158529463724 100 TCGA 1 50 100 0.5 0.002 100 9306 -46 1826.0192307545572 1825.757871388191 100 TCGA 1 50 100 0.5 0.002 100 9306 -47 1825.367625871265 1823.8453050162923 100 TCGA 1 50 100 0.5 0.002 100 9306 -48 1824.7650034347007 1827.1826785293656 100 TCGA 1 50 100 0.5 0.002 100 9306 -49 1824.4817967670865 1822.754968077693 100 TCGA 1 50 100 0.5 0.002 100 9306 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index a643dcb80..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2479.2342118898637 3232.216017833307 100 TCGA 1 50 100 0.0 0.002 100 8446 -1 1973.302477617218 2293.3198021356784 100 TCGA 1 50 100 0.0 0.002 100 8446 -2 1939.0209226935074 2063.616365519001 100 TCGA 1 50 100 0.0 0.002 100 8446 -3 1913.8580835944695 1929.912536927803 100 TCGA 1 50 100 0.0 0.002 100 8446 -4 1901.0787294926236 1924.6801868227858 100 TCGA 1 50 100 0.0 0.002 100 8446 -5 1890.7767404972915 1896.5640623773163 100 TCGA 1 50 100 0.0 0.002 100 8446 -6 1884.3800988165924 1885.0255985739243 100 TCGA 1 50 100 0.0 0.002 100 8446 -7 1879.369915612748 1878.3209136502826 100 TCGA 1 50 100 0.0 0.002 100 8446 -8 1874.1012455177754 1875.0455984757773 100 TCGA 1 50 100 0.0 0.002 100 8446 -9 1869.2410082863382 1870.6756088793577 100 TCGA 1 50 100 0.0 0.002 100 8446 -10 1865.6453740924367 1869.290375829342 100 TCGA 1 50 100 0.0 0.002 100 8446 -11 1863.565948067346 1863.905255648359 100 TCGA 1 50 100 0.0 0.002 100 8446 -12 1860.5148397250452 1869.6102865401224 100 TCGA 1 50 100 0.0 0.002 100 8446 -13 1857.5999920999702 1859.446976704813 100 TCGA 1 50 100 0.0 0.002 100 8446 -14 1855.904508709708 1855.76003491579 100 TCGA 1 50 100 0.0 0.002 100 8446 -15 1853.949049453914 1853.643023466944 100 TCGA 1 50 100 0.0 0.002 100 8446 -16 1851.7689442660662 1851.3424434182632 100 TCGA 1 50 100 0.0 0.002 100 8446 -17 1850.2074281863036 1852.6335755928078 100 TCGA 1 50 100 0.0 0.002 100 8446 -18 1848.5524275301025 1849.098686179923 100 TCGA 1 50 100 0.0 0.002 100 8446 -19 1847.0730133754944 1848.3635756909548 100 TCGA 1 50 100 0.0 0.002 100 8446 -20 1845.3379395403279 1846.4676065876256 100 TCGA 1 50 100 0.0 0.002 100 8446 -21 1844.3770755904502 1846.1177199473932 100 TCGA 1 50 100 0.0 0.002 100 8446 -22 1843.04814468658 1845.187945341944 100 TCGA 1 50 100 0.0 0.002 100 8446 -23 1842.1678174803706 1849.6535730409862 100 TCGA 1 50 100 0.0 0.002 100 8446 -24 1840.6340914927553 1844.6042971203674 100 TCGA 1 50 100 0.0 0.002 100 8446 -25 1839.4873917540583 1843.1385172934988 100 TCGA 1 50 100 0.0 0.002 100 8446 -26 1838.8834830623796 1842.0410413885836 100 TCGA 1 50 100 0.0 0.002 100 8446 -27 1837.724770277815 1840.991472867266 100 TCGA 1 50 100 0.0 0.002 100 8446 -28 1836.9186234523681 1838.784559393648 100 TCGA 1 50 100 0.0 0.002 100 8446 -29 1836.12521329263 1838.1552587154522 100 TCGA 1 50 100 0.0 0.002 100 8446 -30 1835.337656499073 1842.3236488840687 100 TCGA 1 50 100 0.0 0.002 100 8446 -31 1834.4614103163763 1836.2999181699513 100 TCGA 1 50 100 0.0 0.002 100 8446 -32 1833.5519700423456 1837.8787111828674 100 TCGA 1 50 100 0.0 0.002 100 8446 -33 1832.719978919265 1839.0161875049073 100 TCGA 1 50 100 0.0 0.002 100 8446 -34 1832.2841716757416 1834.2721284645886 100 TCGA 1 50 100 0.0 0.002 100 8446 -35 1831.7255250045346 1833.343315086173 100 TCGA 1 50 100 0.0 0.002 100 8446 -36 1830.5210526120732 1832.8590192171796 100 TCGA 1 50 100 0.0 0.002 100 8446 -37 1829.9821595716642 1831.94423104291 100 TCGA 1 50 100 0.0 0.002 100 8446 -38 1829.695126390122 1831.828492437775 100 TCGA 1 50 100 0.0 0.002 100 8446 -39 1828.9141471139792 1831.4404977769707 100 TCGA 1 50 100 0.0 0.002 100 8446 -40 1828.2182059362008 1831.5996020139762 100 TCGA 1 50 100 0.0 0.002 100 8446 -41 1828.0301559317097 1830.9828089421717 100 TCGA 1 50 100 0.0 0.002 100 8446 -42 1827.4009136374953 1829.0799701633166 100 TCGA 1 50 100 0.0 0.002 100 8446 -43 1826.8049359053875 1828.8869635040437 100 TCGA 1 50 100 0.0 0.002 100 8446 -44 1826.1443027241287 1828.499974849835 100 TCGA 1 50 100 0.0 0.002 100 8446 -45 1826.2033152928882 1828.828046482412 100 TCGA 1 50 100 0.0 0.002 100 8446 -46 1825.392666295219 1828.523750956933 100 TCGA 1 50 100 0.0 0.002 100 8446 -47 1825.0742856917843 1828.3723494179883 100 TCGA 1 50 100 0.0 0.002 100 8446 -48 1824.4299645460615 1827.5083130496232 100 TCGA 1 50 100 0.0 0.002 100 8446 -49 1824.4112262966405 1828.8473894128847 100 TCGA 1 50 100 0.0 0.002 100 8446 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index 638263dbd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2473.7686343418195 3829.19060757891 100 TCGA 1 50 100 1.0 0.002 100 1002 -1 1970.6556028461255 2310.579692898084 100 TCGA 1 50 100 1.0 0.002 100 1002 -2 1936.79727586043 1993.1995303666772 100 TCGA 1 50 100 1.0 0.002 100 1002 -3 1915.2801530431166 1956.3774524477858 100 TCGA 1 50 100 1.0 0.002 100 1002 -4 1901.6877776183298 1895.7248737584407 100 TCGA 1 50 100 1.0 0.002 100 1002 -5 1891.5933389613665 1885.47235506144 100 TCGA 1 50 100 1.0 0.002 100 1002 -6 1884.25681609886 1895.692215349207 100 TCGA 1 50 100 1.0 0.002 100 1002 -7 1877.9450480165938 1876.661343215099 100 TCGA 1 50 100 1.0 0.002 100 1002 -8 1874.2563219314202 1869.1173206118483 100 TCGA 1 50 100 1.0 0.002 100 1002 -9 1869.2119371848707 1865.222923700534 100 TCGA 1 50 100 1.0 0.002 100 1002 -10 1866.404338977608 1861.6637938226288 100 TCGA 1 50 100 1.0 0.002 100 1002 -11 1862.8691432547098 1858.1065765840924 100 TCGA 1 50 100 1.0 0.002 100 1002 -12 1860.3481646287732 1857.6958406534627 100 TCGA 1 50 100 1.0 0.002 100 1002 -13 1857.9452192066158 1874.877831540515 100 TCGA 1 50 100 1.0 0.002 100 1002 -14 1855.5988468954054 1851.678933608472 100 TCGA 1 50 100 1.0 0.002 100 1002 -15 1853.9550596080278 1851.4108543204302 100 TCGA 1 50 100 1.0 0.002 100 1002 -16 1852.9399985240923 1848.6386142136464 100 TCGA 1 50 100 1.0 0.002 100 1002 -17 1849.9945379836922 1847.8728334053078 100 TCGA 1 50 100 1.0 0.002 100 1002 -18 1848.8723706171866 1847.3643449179492 100 TCGA 1 50 100 1.0 0.002 100 1002 -19 1847.301045324643 1843.8617857353172 100 TCGA 1 50 100 1.0 0.002 100 1002 -20 1845.876663189273 1842.9281784901068 100 TCGA 1 50 100 1.0 0.002 100 1002 -21 1844.7143489694154 1841.0848959151224 100 TCGA 1 50 100 1.0 0.002 100 1002 -22 1843.2341241147824 1847.2025772171403 100 TCGA 1 50 100 1.0 0.002 100 1002 -23 1842.1850587436297 1843.338726714628 100 TCGA 1 50 100 1.0 0.002 100 1002 -24 1841.4460983472234 1837.8475544225032 100 TCGA 1 50 100 1.0 0.002 100 1002 -25 1839.9915309990738 1838.7361508470085 100 TCGA 1 50 100 1.0 0.002 100 1002 -26 1839.3600949954741 1836.980058986338 100 TCGA 1 50 100 1.0 0.002 100 1002 -27 1838.1735937401897 1837.2735595703125 100 TCGA 1 50 100 1.0 0.002 100 1002 -28 1837.4096931076858 1837.026117526107 100 TCGA 1 50 100 1.0 0.002 100 1002 -29 1836.0365873162855 1834.0429393059046 100 TCGA 1 50 100 1.0 0.002 100 1002 -30 1835.4320756035306 1833.5285435968908 100 TCGA 1 50 100 1.0 0.002 100 1002 -31 1834.7116272742494 1833.290675177646 100 TCGA 1 50 100 1.0 0.002 100 1002 -32 1833.9323331652135 1833.6901585564542 100 TCGA 1 50 100 1.0 0.002 100 1002 -33 1833.4205607854838 1831.3158560134657 100 TCGA 1 50 100 1.0 0.002 100 1002 -34 1832.3605819278057 1830.4021793538002 100 TCGA 1 50 100 1.0 0.002 100 1002 -35 1831.8697777096747 1829.709029154562 100 TCGA 1 50 100 1.0 0.002 100 1002 -36 1831.1751631591878 1829.5969514319645 100 TCGA 1 50 100 1.0 0.002 100 1002 -37 1830.5644443365916 1831.0774821372488 100 TCGA 1 50 100 1.0 0.002 100 1002 -38 1830.0334427011028 1827.8612207767353 100 TCGA 1 50 100 1.0 0.002 100 1002 -39 1829.2048378948762 1833.598044544009 100 TCGA 1 50 100 1.0 0.002 100 1002 -40 1828.5971865265985 1826.9325043184674 100 TCGA 1 50 100 1.0 0.002 100 1002 -41 1827.9331519314987 1827.1265580833856 100 TCGA 1 50 100 1.0 0.002 100 1002 -42 1827.758028463216 1827.1614524036197 100 TCGA 1 50 100 1.0 0.002 100 1002 -43 1827.1295251038368 1827.3015682661353 100 TCGA 1 50 100 1.0 0.002 100 1002 -44 1826.8008156542348 1825.6922392725346 100 TCGA 1 50 100 1.0 0.002 100 1002 -45 1826.0391548123525 1824.2787171943703 100 TCGA 1 50 100 1.0 0.002 100 1002 -46 1825.9098121940272 1826.0991057582837 100 TCGA 1 50 100 1.0 0.002 100 1002 -47 1825.6750877015038 1825.393893294598 100 TCGA 1 50 100 1.0 0.002 100 1002 -48 1824.873899991018 1824.827900488772 100 TCGA 1 50 100 1.0 0.002 100 1002 -49 1824.3170502700234 1822.5212500490734 100 TCGA 1 50 100 1.0 0.002 100 1002 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index d39e8a339..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2687.3626394372977 3891.522090432632 150 TCGA 1 100 100 0.5 0.002 100 4407 -1 1998.226415059119 3074.857810782428 150 TCGA 1 100 100 0.5 0.002 100 4407 -2 1958.4062088784235 2146.9996319488064 150 TCGA 1 100 100 0.5 0.002 100 4407 -3 1934.1965492402674 2011.5446783477937 150 TCGA 1 100 100 0.5 0.002 100 4407 -4 1918.9784684537285 2007.952207325691 150 TCGA 1 100 100 0.5 0.002 100 4407 -5 1906.7951988393088 1919.711151583111 150 TCGA 1 100 100 0.5 0.002 100 4407 -6 1899.1355374788968 1959.3194438991834 150 TCGA 1 100 100 0.5 0.002 100 4407 -7 1892.6820510368632 1922.1351747752435 150 TCGA 1 100 100 0.5 0.002 100 4407 -8 1886.0154450488205 1900.3938178441033 150 TCGA 1 100 100 0.5 0.002 100 4407 -9 1882.3747013303662 1888.3853870180983 150 TCGA 1 100 100 0.5 0.002 100 4407 -10 1878.5317519066896 1879.6046295932788 150 TCGA 1 100 100 0.5 0.002 100 4407 -11 1875.0346286729825 1882.8557987692368 150 TCGA 1 100 100 0.5 0.002 100 4407 -12 1871.8029956973041 1872.4807116637876 150 TCGA 1 100 100 0.5 0.002 100 4407 -13 1868.5739984947704 1868.5729189158685 150 TCGA 1 100 100 0.5 0.002 100 4407 -14 1867.1055302688594 1866.4365614694566 150 TCGA 1 100 100 0.5 0.002 100 4407 -15 1864.5478421881976 1863.8520747045775 150 TCGA 1 100 100 0.5 0.002 100 4407 -16 1861.8393580848344 1876.4902214932083 150 TCGA 1 100 100 0.5 0.002 100 4407 -17 1860.5460256309777 1869.012440743758 150 TCGA 1 100 100 0.5 0.002 100 4407 -18 1858.96334759499 1859.5744193379005 150 TCGA 1 100 100 0.5 0.002 100 4407 -19 1856.3717597478574 1856.1927527039495 150 TCGA 1 100 100 0.5 0.002 100 4407 -20 1855.5144168322793 1863.119831947825 150 TCGA 1 100 100 0.5 0.002 100 4407 -21 1853.6101367983226 1856.9485047306846 150 TCGA 1 100 100 0.5 0.002 100 4407 -22 1851.978010107569 1853.0383202634266 150 TCGA 1 100 100 0.5 0.002 100 4407 -23 1850.4551924424375 1855.8594571980998 150 TCGA 1 100 100 0.5 0.002 100 4407 -24 1849.5818376325046 1852.3558705392195 150 TCGA 1 100 100 0.5 0.002 100 4407 -25 1848.621860766866 1849.4214057347283 150 TCGA 1 100 100 0.5 0.002 100 4407 -26 1847.107868367027 1848.5697641037218 150 TCGA 1 100 100 0.5 0.002 100 4407 -27 1845.617523871225 1846.7623928971027 150 TCGA 1 100 100 0.5 0.002 100 4407 -28 1845.1787328744576 1849.1943997330402 150 TCGA 1 100 100 0.5 0.002 100 4407 -29 1844.3107139910155 1846.2890342827418 150 TCGA 1 100 100 0.5 0.002 100 4407 -30 1843.2953192745686 1843.9640843377042 150 TCGA 1 100 100 0.5 0.002 100 4407 -31 1842.5971218738882 1843.6545361082758 150 TCGA 1 100 100 0.5 0.002 100 4407 -32 1841.7109320907005 1843.4645376540907 150 TCGA 1 100 100 0.5 0.002 100 4407 -33 1840.8078853634004 1852.0088037845478 150 TCGA 1 100 100 0.5 0.002 100 4407 -34 1840.0070462325332 1840.9393028374293 150 TCGA 1 100 100 0.5 0.002 100 4407 -35 1838.976843102301 1840.580773128337 150 TCGA 1 100 100 0.5 0.002 100 4407 -36 1838.2956580574962 1839.2440688550173 150 TCGA 1 100 100 0.5 0.002 100 4407 -37 1837.849973555747 1841.1771129819017 150 TCGA 1 100 100 0.5 0.002 100 4407 -38 1836.5456154916233 1838.396001614518 150 TCGA 1 100 100 0.5 0.002 100 4407 -39 1836.3655594234847 1839.286350576123 150 TCGA 1 100 100 0.5 0.002 100 4407 -40 1835.750725786286 1840.1869000765546 150 TCGA 1 100 100 0.5 0.002 100 4407 -41 1834.8981368683028 1840.8628015566112 150 TCGA 1 100 100 0.5 0.002 100 4407 -42 1834.1936751718113 1836.7279341041144 150 TCGA 1 100 100 0.5 0.002 100 4407 -43 1833.6535008768242 1835.9370203066112 150 TCGA 1 100 100 0.5 0.002 100 4407 -44 1833.153316252119 1835.318876486927 150 TCGA 1 100 100 0.5 0.002 100 4407 -45 1832.4745690164482 1835.4960005103644 150 TCGA 1 100 100 0.5 0.002 100 4407 -46 1832.0104525515326 1833.8517557268765 150 TCGA 1 100 100 0.5 0.002 100 4407 -47 1831.5735494275352 1832.3328158124607 150 TCGA 1 100 100 0.5 0.002 100 4407 -48 1830.7777549930152 1834.5300661019944 150 TCGA 1 100 100 0.5 0.002 100 4407 -49 1830.36802175841 1831.9680826005026 150 TCGA 1 100 100 0.5 0.002 100 4407 -50 1829.6786313104315 1832.9718269079774 150 TCGA 1 100 100 0.5 0.002 100 4407 -51 1829.380255890659 1831.8655883175643 150 TCGA 1 100 100 0.5 0.002 100 4407 -52 1828.8543433568243 1833.711422100738 150 TCGA 1 100 100 0.5 0.002 100 4407 -53 1828.2483815839214 1829.748205750432 150 TCGA 1 100 100 0.5 0.002 100 4407 -54 1827.9579905081919 1830.6309366657506 150 TCGA 1 100 100 0.5 0.002 100 4407 -55 1827.6329582785772 1829.7472623125393 150 TCGA 1 100 100 0.5 0.002 100 4407 -56 1827.0669897458213 1829.8575016194252 150 TCGA 1 100 100 0.5 0.002 100 4407 -57 1826.9748808346312 1828.7533615342336 150 TCGA 1 100 100 0.5 0.002 100 4407 -58 1826.6184484662988 1828.7248952280936 150 TCGA 1 100 100 0.5 0.002 100 4407 -59 1825.8047229125173 1829.5701658929413 150 TCGA 1 100 100 0.5 0.002 100 4407 -60 1825.6212305630381 1829.805587385168 150 TCGA 1 100 100 0.5 0.002 100 4407 -61 1825.1759145476747 1827.6731834219927 150 TCGA 1 100 100 0.5 0.002 100 4407 -62 1825.21552237864 1827.4873537609924 150 TCGA 1 100 100 0.5 0.002 100 4407 -63 1824.4307029222534 1826.4624072510992 150 TCGA 1 100 100 0.5 0.002 100 4407 -64 1824.220894903061 1826.425125505457 150 TCGA 1 100 100 0.5 0.002 100 4407 -65 1823.8999629360794 1826.4194470889604 150 TCGA 1 100 100 0.5 0.002 100 4407 -66 1823.4063265885954 1825.9867538375472 150 TCGA 1 100 100 0.5 0.002 100 4407 -67 1823.1211084927256 1825.318154493169 150 TCGA 1 100 100 0.5 0.002 100 4407 -68 1822.9079856493602 1826.6230812264448 150 TCGA 1 100 100 0.5 0.002 100 4407 -69 1822.683136998017 1824.5613338911353 150 TCGA 1 100 100 0.5 0.002 100 4407 -70 1822.0172753541087 1824.495270542164 150 TCGA 1 100 100 0.5 0.002 100 4407 -71 1821.939305520614 1824.4805337723776 150 TCGA 1 100 100 0.5 0.002 100 4407 -72 1821.371412013016 1823.5214776273947 150 TCGA 1 100 100 0.5 0.002 100 4407 -73 1821.4382634742517 1824.1237210221027 150 TCGA 1 100 100 0.5 0.002 100 4407 -74 1821.0344036215981 1825.222627419323 150 TCGA 1 100 100 0.5 0.002 100 4407 -75 1820.6140392059485 1825.6889249715373 150 TCGA 1 100 100 0.5 0.002 100 4407 -76 1820.9659272449492 1822.8150640899812 150 TCGA 1 100 100 0.5 0.002 100 4407 -77 1820.1521341089879 1825.76991463666 150 TCGA 1 100 100 0.5 0.002 100 4407 -78 1820.3918890592736 1824.4688573482647 150 TCGA 1 100 100 0.5 0.002 100 4407 -79 1819.8648500694787 1823.4641536540123 150 TCGA 1 100 100 0.5 0.002 100 4407 -80 1819.627483195473 1822.8154487034783 150 TCGA 1 100 100 0.5 0.002 100 4407 -81 1819.406205444813 1821.9998583002905 150 TCGA 1 100 100 0.5 0.002 100 4407 -82 1819.1305489329864 1821.4848878179962 150 TCGA 1 100 100 0.5 0.002 100 4407 -83 1818.6541911960912 1821.1603120583386 150 TCGA 1 100 100 0.5 0.002 100 4407 -84 1818.803088759056 1821.8331298828125 150 TCGA 1 100 100 0.5 0.002 100 4407 -85 1818.8567991106622 1823.058371079028 150 TCGA 1 100 100 0.5 0.002 100 4407 -86 1818.3671170973541 1824.2449325484847 150 TCGA 1 100 100 0.5 0.002 100 4407 -87 1818.1757790426789 1820.7508048052764 150 TCGA 1 100 100 0.5 0.002 100 4407 -88 1817.8333512553281 1820.8707649576006 150 TCGA 1 100 100 0.5 0.002 100 4407 -89 1817.7341989593217 1822.0467400478958 150 TCGA 1 100 100 0.5 0.002 100 4407 -90 1817.7507036313214 1819.6330928323257 150 TCGA 1 100 100 0.5 0.002 100 4407 -91 1817.2855322031266 1820.016410789298 150 TCGA 1 100 100 0.5 0.002 100 4407 -92 1816.9856461308766 1819.9434820587312 150 TCGA 1 100 100 0.5 0.002 100 4407 -93 1817.2396259446245 1819.403860120917 150 TCGA 1 100 100 0.5 0.002 100 4407 -94 1816.9018809074455 1819.6009128896435 150 TCGA 1 100 100 0.5 0.002 100 4407 -95 1816.84747985506 1819.7153688363694 150 TCGA 1 100 100 0.5 0.002 100 4407 -96 1816.4564555070538 1818.8141267862752 150 TCGA 1 100 100 0.5 0.002 100 4407 -97 1816.2283623796818 1818.795262322354 150 TCGA 1 100 100 0.5 0.002 100 4407 -98 1816.3361348644912 1819.2897335800094 150 TCGA 1 100 100 0.5 0.002 100 4407 -99 1816.1623502182686 1820.099049937186 150 TCGA 1 100 100 0.5 0.002 100 4407 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index 07642ef16..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2693.242258025275 4527.445231528737 150 TCGA 1 100 100 0.0 0.002 100 9814 -1 1997.786664558902 3293.573769727544 150 TCGA 1 100 100 0.0 0.002 100 9814 -2 1957.0663318278494 2644.8954771415674 150 TCGA 1 100 100 0.0 0.002 100 9814 -3 1932.750308875088 2013.3935908792007 150 TCGA 1 100 100 0.0 0.002 100 9814 -4 1918.7854558870401 1982.8679812637406 150 TCGA 1 100 100 0.0 0.002 100 9814 -5 1907.8948741069341 1949.0339171443154 150 TCGA 1 100 100 0.0 0.002 100 9814 -6 1897.9306901552166 1940.8146285627356 150 TCGA 1 100 100 0.0 0.002 100 9814 -7 1893.4454285887446 1885.0223726052136 150 TCGA 1 100 100 0.0 0.002 100 9814 -8 1887.3939374533466 1883.896664106666 150 TCGA 1 100 100 0.0 0.002 100 9814 -9 1881.4007932703628 1883.1333608962782 150 TCGA 1 100 100 0.0 0.002 100 9814 -10 1878.9631491132127 1882.3111198080244 150 TCGA 1 100 100 0.0 0.002 100 9814 -11 1875.4136841351706 1868.7192125176664 150 TCGA 1 100 100 0.0 0.002 100 9814 -12 1872.5155876799213 1867.6859413031957 150 TCGA 1 100 100 0.0 0.002 100 9814 -13 1869.5754235249863 1865.2902506919363 150 TCGA 1 100 100 0.0 0.002 100 9814 -14 1867.343284159849 1865.0900400439698 150 TCGA 1 100 100 0.0 0.002 100 9814 -15 1865.3436806328875 1863.843066038199 150 TCGA 1 100 100 0.0 0.002 100 9814 -16 1862.622933811103 1858.5595482294284 150 TCGA 1 100 100 0.0 0.002 100 9814 -17 1860.4448053202655 1856.2357889300015 150 TCGA 1 100 100 0.0 0.002 100 9814 -18 1859.2888389337886 1856.2922786540123 150 TCGA 1 100 100 0.0 0.002 100 9814 -19 1856.9370951064398 1854.9467233629082 150 TCGA 1 100 100 0.0 0.002 100 9814 -20 1856.2120928282663 1853.5998062823885 150 TCGA 1 100 100 0.0 0.002 100 9814 -21 1854.702682391223 1851.4356542232647 150 TCGA 1 100 100 0.0 0.002 100 9814 -22 1852.8175969635327 1850.8951790201006 150 TCGA 1 100 100 0.0 0.002 100 9814 -23 1851.3367314816107 1848.637246290044 150 TCGA 1 100 100 0.0 0.002 100 9814 -24 1849.6078820469684 1848.4035988045698 150 TCGA 1 100 100 0.0 0.002 100 9814 -25 1849.0214950982208 1849.859792124686 150 TCGA 1 100 100 0.0 0.002 100 9814 -26 1847.609019689414 1851.75424853761 150 TCGA 1 100 100 0.0 0.002 100 9814 -27 1846.5589273688863 1846.9705810546875 150 TCGA 1 100 100 0.0 0.002 100 9814 -28 1845.517000583496 1844.3002727259343 150 TCGA 1 100 100 0.0 0.002 100 9814 -29 1844.3510074813473 1842.3809532280543 150 TCGA 1 100 100 0.0 0.002 100 9814 -30 1843.8989248955963 1842.3151131634736 150 TCGA 1 100 100 0.0 0.002 100 9814 -31 1842.7999184871708 1842.1101405464824 150 TCGA 1 100 100 0.0 0.002 100 9814 -32 1841.8321798354177 1842.797338131085 150 TCGA 1 100 100 0.0 0.002 100 9814 -33 1840.9754141343333 1839.068133023516 150 TCGA 1 100 100 0.0 0.002 100 9814 -34 1840.3716592329902 1842.4856128788474 150 TCGA 1 100 100 0.0 0.002 100 9814 -35 1839.112472035148 1840.022104541261 150 TCGA 1 100 100 0.0 0.002 100 9814 -36 1838.752851313972 1837.413713464785 150 TCGA 1 100 100 0.0 0.002 100 9814 -37 1837.5571370678883 1836.7082599275675 150 TCGA 1 100 100 0.0 0.002 100 9814 -38 1837.5217942447453 1836.193195592219 150 TCGA 1 100 100 0.0 0.002 100 9814 -39 1836.4937448196079 1835.6209913090845 150 TCGA 1 100 100 0.0 0.002 100 9814 -40 1836.2393755362973 1835.110980316622 150 TCGA 1 100 100 0.0 0.002 100 9814 -41 1835.2203648734644 1835.1952063785725 150 TCGA 1 100 100 0.0 0.002 100 9814 -42 1834.5564744900162 1834.0970851572315 150 TCGA 1 100 100 0.0 0.002 100 9814 -43 1834.1327819790156 1832.4385090736887 150 TCGA 1 100 100 0.0 0.002 100 9814 -44 1833.5550607144135 1833.1154515252042 150 TCGA 1 100 100 0.0 0.002 100 9814 -45 1833.031811408984 1834.8737001658685 150 TCGA 1 100 100 0.0 0.002 100 9814 -46 1832.240708649298 1830.3164945822864 150 TCGA 1 100 100 0.0 0.002 100 9814 -47 1831.4387666617324 1831.7657188530543 150 TCGA 1 100 100 0.0 0.002 100 9814 -48 1831.5410661753806 1830.114252291732 150 TCGA 1 100 100 0.0 0.002 100 9814 -49 1831.0027755565284 1830.7926503857177 150 TCGA 1 100 100 0.0 0.002 100 9814 -50 1830.8731654026983 1829.1599378729586 150 TCGA 1 100 100 0.0 0.002 100 9814 -51 1829.94387881763 1830.0551334553627 150 TCGA 1 100 100 0.0 0.002 100 9814 -52 1829.2331382597326 1829.6065477534155 150 TCGA 1 100 100 0.0 0.002 100 9814 -53 1829.2117403245209 1829.4706098853644 150 TCGA 1 100 100 0.0 0.002 100 9814 -54 1828.6858225585174 1828.8231060085584 150 TCGA 1 100 100 0.0 0.002 100 9814 -55 1827.9069409051608 1826.821369420344 150 TCGA 1 100 100 0.0 0.002 100 9814 -56 1827.8222353765243 1829.491683269865 150 TCGA 1 100 100 0.0 0.002 100 9814 -57 1827.4017334938155 1826.5935340766332 150 TCGA 1 100 100 0.0 0.002 100 9814 -58 1827.047018353249 1825.8325133970634 150 TCGA 1 100 100 0.0 0.002 100 9814 -59 1826.5440558148143 1827.4399328183888 150 TCGA 1 100 100 0.0 0.002 100 9814 -60 1826.3573024752736 1827.1281762817996 150 TCGA 1 100 100 0.0 0.002 100 9814 -61 1826.0655794992074 1824.6318825573178 150 TCGA 1 100 100 0.0 0.002 100 9814 -62 1825.5868725594112 1825.394749013623 150 TCGA 1 100 100 0.0 0.002 100 9814 -63 1824.9586652263306 1825.8083741461212 150 TCGA 1 100 100 0.0 0.002 100 9814 -64 1824.4882813590036 1824.3637646239008 150 TCGA 1 100 100 0.0 0.002 100 9814 -65 1824.3777714961475 1823.6474922218515 150 TCGA 1 100 100 0.0 0.002 100 9814 -66 1823.9192346350824 1823.2496552587154 150 TCGA 1 100 100 0.0 0.002 100 9814 -67 1823.5015973647746 1822.7079802086605 150 TCGA 1 100 100 0.0 0.002 100 9814 -68 1823.109129374202 1821.6676430246937 150 TCGA 1 100 100 0.0 0.002 100 9814 -69 1823.0140904212506 1826.8290984954067 150 TCGA 1 100 100 0.0 0.002 100 9814 -70 1822.6715486570986 1821.9149243532113 150 TCGA 1 100 100 0.0 0.002 100 9814 -71 1822.485809704278 1822.0043522053627 150 TCGA 1 100 100 0.0 0.002 100 9814 -72 1822.0651036579836 1821.6460286049387 150 TCGA 1 100 100 0.0 0.002 100 9814 -73 1821.6118631960092 1821.0175468406485 150 TCGA 1 100 100 0.0 0.002 100 9814 -74 1821.3651240225654 1821.465704376374 150 TCGA 1 100 100 0.0 0.002 100 9814 -75 1821.4605773251321 1820.886624283527 150 TCGA 1 100 100 0.0 0.002 100 9814 -76 1821.0797151705426 1820.23024055826 150 TCGA 1 100 100 0.0 0.002 100 9814 -77 1820.9883204231385 1819.9996331756438 150 TCGA 1 100 100 0.0 0.002 100 9814 -78 1820.5108618733607 1819.400725551586 150 TCGA 1 100 100 0.0 0.002 100 9814 -79 1820.4391959720804 1821.386526136542 150 TCGA 1 100 100 0.0 0.002 100 9814 -80 1820.0765954354124 1819.0158801821608 150 TCGA 1 100 100 0.0 0.002 100 9814 -81 1819.941337673163 1819.3448332973462 150 TCGA 1 100 100 0.0 0.002 100 9814 -82 1819.823124313823 1820.0621442171796 150 TCGA 1 100 100 0.0 0.002 100 9814 -83 1819.2549097772448 1818.9289575317996 150 TCGA 1 100 100 0.0 0.002 100 9814 -84 1819.1573052630386 1818.7875504230135 150 TCGA 1 100 100 0.0 0.002 100 9814 -85 1819.3322206027328 1819.0619381085114 150 TCGA 1 100 100 0.0 0.002 100 9814 -86 1818.83627666444 1818.3952986367383 150 TCGA 1 100 100 0.0 0.002 100 9814 -87 1818.8104089855522 1818.9509197599325 150 TCGA 1 100 100 0.0 0.002 100 9814 -88 1818.3255443553837 1817.7918382194173 150 TCGA 1 100 100 0.0 0.002 100 9814 -89 1818.0400962212186 1817.3562643539965 150 TCGA 1 100 100 0.0 0.002 100 9814 -90 1818.1194552363982 1818.5369480458935 150 TCGA 1 100 100 0.0 0.002 100 9814 -91 1817.9764989100738 1818.1670038424545 150 TCGA 1 100 100 0.0 0.002 100 9814 -92 1817.6620012026358 1816.9965255967336 150 TCGA 1 100 100 0.0 0.002 100 9814 -93 1817.5213841190161 1816.281789808417 150 TCGA 1 100 100 0.0 0.002 100 9814 -94 1817.3983201440897 1817.3305780612045 150 TCGA 1 100 100 0.0 0.002 100 9814 -95 1817.3341066088178 1816.5737366029366 150 TCGA 1 100 100 0.0 0.002 100 9814 -96 1817.063943015796 1818.5017157319803 150 TCGA 1 100 100 0.0 0.002 100 9814 -97 1816.5312887371244 1818.1773129563835 150 TCGA 1 100 100 0.0 0.002 100 9814 -98 1816.4993402562193 1816.1314550045147 150 TCGA 1 100 100 0.0 0.002 100 9814 -99 1816.620020269749 1815.7145180246937 150 TCGA 1 100 100 0.0 0.002 100 9814 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index dfec94665..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2674.4942432518105 4747.099835113066 150 TCGA 1 100 100 1.0 0.002 100 7281 -1 2001.1136106177491 2623.427199473932 150 TCGA 1 100 100 1.0 0.002 100 7281 -2 1957.2026484502535 2311.867727308417 150 TCGA 1 100 100 1.0 0.002 100 7281 -3 1934.8605340888876 2131.361374744818 150 TCGA 1 100 100 1.0 0.002 100 7281 -4 1916.8358631732276 1969.8708569703988 150 TCGA 1 100 100 1.0 0.002 100 7281 -5 1907.5198760008702 1930.7745588293028 150 TCGA 1 100 100 1.0 0.002 100 7281 -6 1897.3795524364684 1931.5434576446687 150 TCGA 1 100 100 1.0 0.002 100 7281 -7 1890.7080174320604 1924.4894393844222 150 TCGA 1 100 100 1.0 0.002 100 7281 -8 1885.2823903675337 1884.644258278698 150 TCGA 1 100 100 1.0 0.002 100 7281 -9 1881.1950698990497 1883.3575261561714 150 TCGA 1 100 100 1.0 0.002 100 7281 -10 1877.3917611163965 1875.5880120818938 150 TCGA 1 100 100 1.0 0.002 100 7281 -11 1874.5012737333354 1885.1612070361573 150 TCGA 1 100 100 1.0 0.002 100 7281 -12 1871.736853917085 1870.7932208650675 150 TCGA 1 100 100 1.0 0.002 100 7281 -13 1868.2609346877093 1869.1453342150205 150 TCGA 1 100 100 1.0 0.002 100 7281 -14 1865.4955201462478 1868.6723908850895 150 TCGA 1 100 100 1.0 0.002 100 7281 -15 1863.4193559559958 1864.9126810811872 150 TCGA 1 100 100 1.0 0.002 100 7281 -16 1861.6175065941677 1864.9701841728172 150 TCGA 1 100 100 1.0 0.002 100 7281 -17 1859.8925801279397 1861.2858150616364 150 TCGA 1 100 100 1.0 0.002 100 7281 -18 1858.06027917599 1856.7694766557397 150 TCGA 1 100 100 1.0 0.002 100 7281 -19 1856.1372235452827 1856.8798803588254 150 TCGA 1 100 100 1.0 0.002 100 7281 -20 1854.7503542750526 1854.9466822638583 150 TCGA 1 100 100 1.0 0.002 100 7281 -21 1854.2765438140723 1854.473154959367 150 TCGA 1 100 100 1.0 0.002 100 7281 -22 1851.9524477202788 1854.1765701063914 150 TCGA 1 100 100 1.0 0.002 100 7281 -23 1850.948848860194 1851.0599009451555 150 TCGA 1 100 100 1.0 0.002 100 7281 -24 1849.112949061785 1850.176609978604 150 TCGA 1 100 100 1.0 0.002 100 7281 -25 1848.0420734904976 1848.7366697991913 150 TCGA 1 100 100 1.0 0.002 100 7281 -26 1846.5852425753344 1848.7858929658055 150 TCGA 1 100 100 1.0 0.002 100 7281 -27 1845.975223773318 1849.2889760079695 150 TCGA 1 100 100 1.0 0.002 100 7281 -28 1844.9650860648162 1847.1540999676115 150 TCGA 1 100 100 1.0 0.002 100 7281 -29 1844.1795158603386 1844.399374803706 150 TCGA 1 100 100 1.0 0.002 100 7281 -30 1843.1177128833217 1844.7782160313286 150 TCGA 1 100 100 1.0 0.002 100 7281 -31 1841.8059859635082 1842.2344473834014 150 TCGA 1 100 100 1.0 0.002 100 7281 -32 1841.5549050437671 1843.751102926743 150 TCGA 1 100 100 1.0 0.002 100 7281 -33 1840.6176488165052 1842.6612898476758 150 TCGA 1 100 100 1.0 0.002 100 7281 -34 1840.1999497957056 1841.8007965854663 150 TCGA 1 100 100 1.0 0.002 100 7281 -35 1838.752441964893 1839.7591742894158 150 TCGA 1 100 100 1.0 0.002 100 7281 -36 1838.1127583601337 1839.5020782624058 150 TCGA 1 100 100 1.0 0.002 100 7281 -37 1837.354975849726 1839.8279489488457 150 TCGA 1 100 100 1.0 0.002 100 7281 -38 1837.393014234442 1838.2583529218357 150 TCGA 1 100 100 1.0 0.002 100 7281 -39 1836.2238538035033 1838.8798601160097 150 TCGA 1 100 100 1.0 0.002 100 7281 -40 1835.0200032352243 1836.924218259265 150 TCGA 1 100 100 1.0 0.002 100 7281 -41 1834.946171379579 1836.0888678009187 150 TCGA 1 100 100 1.0 0.002 100 7281 -42 1834.2316934181279 1835.154667379868 150 TCGA 1 100 100 1.0 0.002 100 7281 -43 1833.5911411643494 1837.453269153384 150 TCGA 1 100 100 1.0 0.002 100 7281 -44 1832.9011501614996 1834.001523731941 150 TCGA 1 100 100 1.0 0.002 100 7281 -45 1832.566297096604 1833.5791009490813 150 TCGA 1 100 100 1.0 0.002 100 7281 -46 1831.8290586968674 1835.631955554138 150 TCGA 1 100 100 1.0 0.002 100 7281 -47 1831.4770854171172 1839.3160823649498 150 TCGA 1 100 100 1.0 0.002 100 7281 -48 1831.134530354536 1832.187588945705 150 TCGA 1 100 100 1.0 0.002 100 7281 -49 1830.7208994675832 1831.8947655759266 150 TCGA 1 100 100 1.0 0.002 100 7281 -50 1829.9603962430413 1830.195797100738 150 TCGA 1 100 100 1.0 0.002 100 7281 -51 1829.5622019026346 1831.6833839608198 150 TCGA 1 100 100 1.0 0.002 100 7281 -52 1828.9585433331488 1830.9615337429334 150 TCGA 1 100 100 1.0 0.002 100 7281 -53 1828.363414247915 1830.260745868012 150 TCGA 1 100 100 1.0 0.002 100 7281 -54 1828.2777859227626 1829.0294888750393 150 TCGA 1 100 100 1.0 0.002 100 7281 -55 1827.6608562024526 1831.259220295815 150 TCGA 1 100 100 1.0 0.002 100 7281 -56 1827.068987044496 1830.5255501138506 150 TCGA 1 100 100 1.0 0.002 100 7281 -57 1826.776498754744 1828.0060176370132 150 TCGA 1 100 100 1.0 0.002 100 7281 -58 1826.2096998195773 1827.6972594908134 150 TCGA 1 100 100 1.0 0.002 100 7281 -59 1825.8996865440392 1828.1256943899184 150 TCGA 1 100 100 1.0 0.002 100 7281 -60 1825.6301141588374 1829.831500029444 150 TCGA 1 100 100 1.0 0.002 100 7281 -61 1824.9786386899696 1839.0925176419205 150 TCGA 1 100 100 1.0 0.002 100 7281 -62 1824.8306930002084 1827.563309099207 150 TCGA 1 100 100 1.0 0.002 100 7281 -63 1824.5107072246221 1825.7608568967887 150 TCGA 1 100 100 1.0 0.002 100 7281 -64 1824.0642997843038 1826.921689747566 150 TCGA 1 100 100 1.0 0.002 100 7281 -65 1823.9742874603662 1827.1118139525754 150 TCGA 1 100 100 1.0 0.002 100 7281 -66 1823.2650323887597 1825.23194279503 150 TCGA 1 100 100 1.0 0.002 100 7281 -67 1823.3867295685989 1825.5907246191896 150 TCGA 1 100 100 1.0 0.002 100 7281 -68 1823.131790428532 1823.9914624391488 150 TCGA 1 100 100 1.0 0.002 100 7281 -69 1822.4510815519616 1824.7680602720634 150 TCGA 1 100 100 1.0 0.002 100 7281 -70 1822.381557011128 1823.9322479094692 150 TCGA 1 100 100 1.0 0.002 100 7281 -71 1821.852108539488 1824.25867496663 150 TCGA 1 100 100 1.0 0.002 100 7281 -72 1821.6827863882077 1823.702577830559 150 TCGA 1 100 100 1.0 0.002 100 7281 -73 1821.4523442486911 1825.8565937598146 150 TCGA 1 100 100 1.0 0.002 100 7281 -74 1821.0982477848306 1823.3095463891725 150 TCGA 1 100 100 1.0 0.002 100 7281 -75 1820.7276111274496 1823.7979006359924 150 TCGA 1 100 100 1.0 0.002 100 7281 -76 1820.732434056143 1822.267868272024 150 TCGA 1 100 100 1.0 0.002 100 7281 -77 1820.3173231739513 1822.0862859217964 150 TCGA 1 100 100 1.0 0.002 100 7281 -78 1820.0119700576063 1821.5424381428627 150 TCGA 1 100 100 1.0 0.002 100 7281 -79 1819.9524611140857 1821.1525161206423 150 TCGA 1 100 100 1.0 0.002 100 7281 -80 1819.7449455478386 1821.8081704911276 150 TCGA 1 100 100 1.0 0.002 100 7281 -81 1819.381346852349 1820.902327801115 150 TCGA 1 100 100 1.0 0.002 100 7281 -82 1819.398143354012 1820.9266958572157 150 TCGA 1 100 100 1.0 0.002 100 7281 -83 1819.0610674894178 1821.0115568074748 150 TCGA 1 100 100 1.0 0.002 100 7281 -84 1818.9637853531103 1821.654813986927 150 TCGA 1 100 100 1.0 0.002 100 7281 -85 1819.0147264976429 1820.390400488772 150 TCGA 1 100 100 1.0 0.002 100 7281 -86 1818.281509305739 1820.1427756458072 150 TCGA 1 100 100 1.0 0.002 100 7281 -87 1818.1241099999172 1821.6823399222676 150 TCGA 1 100 100 1.0 0.002 100 7281 -88 1818.1537738352538 1822.4579305217494 150 TCGA 1 100 100 1.0 0.002 100 7281 -89 1817.9199683104978 1820.1711450317996 150 TCGA 1 100 100 1.0 0.002 100 7281 -90 1817.7424350878612 1819.9100219113143 150 TCGA 1 100 100 1.0 0.002 100 7281 -91 1817.4143779016736 1819.8371416408213 150 TCGA 1 100 100 1.0 0.002 100 7281 -92 1817.4269988874012 1819.7464115008636 150 TCGA 1 100 100 1.0 0.002 100 7281 -93 1817.1078388270741 1819.4724525950062 150 TCGA 1 100 100 1.0 0.002 100 7281 -94 1816.9617733389607 1821.6979262768923 150 TCGA 1 100 100 1.0 0.002 100 7281 -95 1816.8637950516982 1818.4675943192526 150 TCGA 1 100 100 1.0 0.002 100 7281 -96 1816.5071523065799 1819.6434749430748 150 TCGA 1 100 100 1.0 0.002 100 7281 -97 1816.7272505438186 1818.6226358845006 150 TCGA 1 100 100 1.0 0.002 100 7281 -98 1816.4920115138234 1819.140058201162 150 TCGA 1 100 100 1.0 0.002 100 7281 -99 1816.139914406079 1819.2972994857098 150 TCGA 1 100 100 1.0 0.002 100 7281 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index b3d98ef48..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2690.9189624805535 3683.071900027481 150 TCGA 1 50 100 0.5 0.002 100 5616 -1 1998.6203635354461 3517.193851336762 150 TCGA 1 50 100 0.5 0.002 100 5616 -2 1959.5174132980583 2401.041296570744 150 TCGA 1 50 100 0.5 0.002 100 5616 -3 1932.792126738715 2014.8056879858275 150 TCGA 1 50 100 0.5 0.002 100 5616 -4 1918.1412415647628 1958.1575621025047 150 TCGA 1 50 100 0.5 0.002 100 5616 -5 1906.221470918516 1943.5959411314384 150 TCGA 1 50 100 0.5 0.002 100 5616 -6 1900.4358898954395 1915.1509727593043 150 TCGA 1 50 100 0.5 0.002 100 5616 -7 1892.5043200409723 1900.3320263426508 150 TCGA 1 50 100 0.5 0.002 100 5616 -8 1886.9743302851227 1891.739327128808 150 TCGA 1 50 100 0.5 0.002 100 5616 -9 1881.6928965051948 1889.404687009265 150 TCGA 1 50 100 0.5 0.002 100 5616 -10 1877.420604509519 1883.5741022004554 150 TCGA 1 50 100 0.5 0.002 100 5616 -11 1875.9517409278553 1874.1988832099953 150 TCGA 1 50 100 0.5 0.002 100 5616 -12 1871.8029378709389 1869.9205285460505 150 TCGA 1 50 100 0.5 0.002 100 5616 -13 1869.0614326511966 1870.2199234698885 150 TCGA 1 50 100 0.5 0.002 100 5616 -14 1866.804989548743 1870.595350409273 150 TCGA 1 50 100 0.5 0.002 100 5616 -15 1865.328331193776 1861.0485030131124 150 TCGA 1 50 100 0.5 0.002 100 5616 -16 1862.5329226044516 1882.8446222813286 150 TCGA 1 50 100 0.5 0.002 100 5616 -17 1859.816184645852 1856.400595506831 150 TCGA 1 50 100 0.5 0.002 100 5616 -18 1858.1319906271146 1860.5573577114087 150 TCGA 1 50 100 0.5 0.002 100 5616 -19 1856.6889346225253 1854.6660898486573 150 TCGA 1 50 100 0.5 0.002 100 5616 -20 1855.4360243921528 1854.98903882204 150 TCGA 1 50 100 0.5 0.002 100 5616 -21 1853.8803671696235 1851.9798780278345 150 TCGA 1 50 100 0.5 0.002 100 5616 -22 1852.2416156811805 1852.6057398810458 150 TCGA 1 50 100 0.5 0.002 100 5616 -23 1851.0327910235821 1851.460971238026 150 TCGA 1 50 100 0.5 0.002 100 5616 -24 1850.021589686022 1849.8776254318468 150 TCGA 1 50 100 0.5 0.002 100 5616 -25 1848.6142536703665 1850.3294726807867 150 TCGA 1 50 100 0.5 0.002 100 5616 -26 1847.960898558494 1846.976810321137 150 TCGA 1 50 100 0.5 0.002 100 5616 -27 1846.2612802424806 1846.445542531996 150 TCGA 1 50 100 0.5 0.002 100 5616 -28 1845.5576109197978 1846.8041470781643 150 TCGA 1 50 100 0.5 0.002 100 5616 -29 1844.5642511823612 1846.5324424858668 150 TCGA 1 50 100 0.5 0.002 100 5616 -30 1843.2323957414071 1849.0184988664023 150 TCGA 1 50 100 0.5 0.002 100 5616 -31 1842.5201398030044 1841.779656951751 150 TCGA 1 50 100 0.5 0.002 100 5616 -32 1841.810367809474 1842.223802116049 150 TCGA 1 50 100 0.5 0.002 100 5616 -33 1841.1713625744712 1840.6908185949278 150 TCGA 1 50 100 0.5 0.002 100 5616 -34 1840.0678394009776 1843.2611764879082 150 TCGA 1 50 100 0.5 0.002 100 5616 -35 1839.103315630799 1838.1945702634266 150 TCGA 1 50 100 0.5 0.002 100 5616 -36 1838.6618793230793 1837.7968228594143 150 TCGA 1 50 100 0.5 0.002 100 5616 -37 1837.995249286136 1835.9942265036118 150 TCGA 1 50 100 0.5 0.002 100 5616 -38 1837.1847852129317 1836.4763177459563 150 TCGA 1 50 100 0.5 0.002 100 5616 -39 1836.36682446379 1838.003202658802 150 TCGA 1 50 100 0.5 0.002 100 5616 -40 1835.899369670818 1836.3118252394786 150 TCGA 1 50 100 0.5 0.002 100 5616 -41 1835.2125938901786 1834.149593794166 150 TCGA 1 50 100 0.5 0.002 100 5616 -42 1834.1206903007364 1833.4743750490734 150 TCGA 1 50 100 0.5 0.002 100 5616 -43 1833.7143769696936 1833.720339367737 150 TCGA 1 50 100 0.5 0.002 100 5616 -44 1833.182054443223 1833.7119563883873 150 TCGA 1 50 100 0.5 0.002 100 5616 -45 1832.7218490244622 1832.558231832993 150 TCGA 1 50 100 0.5 0.002 100 5616 -46 1832.044765836467 1832.626297380457 150 TCGA 1 50 100 0.5 0.002 100 5616 -47 1831.7491713007694 1831.320046889722 150 TCGA 1 50 100 0.5 0.002 100 5616 -48 1831.2643256644637 1830.2858328507773 150 TCGA 1 50 100 0.5 0.002 100 5616 -49 1830.5151773225598 1831.3681757174545 150 TCGA 1 50 100 0.5 0.002 100 5616 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index 43c575023..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2679.589966855846 3990.887155504083 150 TCGA 1 50 100 0.0 0.002 100 1698 -1 1999.1904332709905 2899.3430396611966 150 TCGA 1 50 100 0.0 0.002 100 1698 -2 1956.4953305891336 2348.6396901499684 150 TCGA 1 50 100 0.0 0.002 100 1698 -3 1933.1466852276037 2165.756965982255 150 TCGA 1 50 100 0.0 0.002 100 1698 -4 1918.5935597616137 1966.962318305394 150 TCGA 1 50 100 0.0 0.002 100 1698 -5 1908.9582331091422 1925.6582595595164 150 TCGA 1 50 100 0.0 0.002 100 1698 -6 1898.6964027122908 1932.1415095497016 150 TCGA 1 50 100 0.0 0.002 100 1698 -7 1892.1117640981877 1890.064837738497 150 TCGA 1 50 100 0.0 0.002 100 1698 -8 1886.7030587122367 1891.06983342003 150 TCGA 1 50 100 0.0 0.002 100 1698 -9 1883.4052026805928 1884.935351194449 150 TCGA 1 50 100 0.0 0.002 100 1698 -10 1878.8456960125206 1877.4649001845164 150 TCGA 1 50 100 0.0 0.002 100 1698 -11 1875.5228629560925 1874.0006833483826 150 TCGA 1 50 100 0.0 0.002 100 1698 -12 1871.5011548104997 1868.6538607343357 150 TCGA 1 50 100 0.0 0.002 100 1698 -13 1868.699087210007 1865.4312265674073 150 TCGA 1 50 100 0.0 0.002 100 1698 -14 1865.9374649281187 1874.7808745877826 150 TCGA 1 50 100 0.0 0.002 100 1698 -15 1865.5659824988315 1867.0004263259657 150 TCGA 1 50 100 0.0 0.002 100 1698 -16 1862.276211748486 1860.1708855557083 150 TCGA 1 50 100 0.0 0.002 100 1698 -17 1860.6779285647638 1865.3621488791614 150 TCGA 1 50 100 0.0 0.002 100 1698 -18 1859.1940754463476 1858.3879462007303 150 TCGA 1 50 100 0.0 0.002 100 1698 -19 1857.1741921149908 1855.3790534704774 150 TCGA 1 50 100 0.0 0.002 100 1698 -20 1855.617705416581 1855.0419394334956 150 TCGA 1 50 100 0.0 0.002 100 1698 -21 1853.8385405993406 1854.1826840501335 150 TCGA 1 50 100 0.0 0.002 100 1698 -22 1852.2167908525557 1849.873143181729 150 TCGA 1 50 100 0.0 0.002 100 1698 -23 1851.23596912192 1848.4220755879005 150 TCGA 1 50 100 0.0 0.002 100 1698 -24 1850.3443496010907 1848.629309266057 150 TCGA 1 50 100 0.0 0.002 100 1698 -25 1849.1514800742664 1847.939499131399 150 TCGA 1 50 100 0.0 0.002 100 1698 -26 1847.3259933136153 1845.7144174240343 150 TCGA 1 50 100 0.0 0.002 100 1698 -27 1846.1811926341745 1845.0503395885678 150 TCGA 1 50 100 0.0 0.002 100 1698 -28 1845.4267416799796 1843.7787251688128 150 TCGA 1 50 100 0.0 0.002 100 1698 -29 1844.306100008437 1842.3315497163553 150 TCGA 1 50 100 0.0 0.002 100 1698 -30 1843.1555824488426 1843.4261468475188 150 TCGA 1 50 100 0.0 0.002 100 1698 -31 1842.6121315490402 1841.4461240528815 150 TCGA 1 50 100 0.0 0.002 100 1698 -32 1841.7230721665408 1840.3663164455088 150 TCGA 1 50 100 0.0 0.002 100 1698 -33 1840.8483380397417 1839.4340121015232 150 TCGA 1 50 100 0.0 0.002 100 1698 -34 1840.1909371942452 1838.3197162570666 150 TCGA 1 50 100 0.0 0.002 100 1698 -35 1839.5896202927922 1837.0124873635757 150 TCGA 1 50 100 0.0 0.002 100 1698 -36 1838.7343208661289 1839.07433284587 150 TCGA 1 50 100 0.0 0.002 100 1698 -37 1837.7020457834387 1836.033490204931 150 TCGA 1 50 100 0.0 0.002 100 1698 -38 1837.3490059996625 1839.3582180924152 150 TCGA 1 50 100 0.0 0.002 100 1698 -39 1836.529231895279 1837.2972234217964 150 TCGA 1 50 100 0.0 0.002 100 1698 -40 1835.709516557416 1836.4798927498823 150 TCGA 1 50 100 0.0 0.002 100 1698 -41 1835.349076484061 1837.503439438403 150 TCGA 1 50 100 0.0 0.002 100 1698 -42 1834.2683385199023 1835.4366277186714 150 TCGA 1 50 100 0.0 0.002 100 1698 -43 1833.9261475018138 1833.9153678548994 150 TCGA 1 50 100 0.0 0.002 100 1698 -44 1833.0704893173283 1832.6588877002198 150 TCGA 1 50 100 0.0 0.002 100 1698 -45 1833.050869638226 1831.9341347852544 150 TCGA 1 50 100 0.0 0.002 100 1698 -46 1832.0336266581614 1832.520572221459 150 TCGA 1 50 100 0.0 0.002 100 1698 -47 1832.16260013608 1830.8417760187658 150 TCGA 1 50 100 0.0 0.002 100 1698 -48 1831.2308427001872 1830.9437795667793 150 TCGA 1 50 100 0.0 0.002 100 1698 -49 1830.7413995817099 1829.8448198021356 150 TCGA 1 50 100 0.0 0.002 100 1698 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 6b720ee7b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2679.4865320433278 4267.468543891332 150 TCGA 1 50 100 1.0 0.002 100 2175 -1 1996.6738874501636 3223.052974835113 150 TCGA 1 50 100 1.0 0.002 100 2175 -2 1958.7785239446935 2195.35206918381 150 TCGA 1 50 100 1.0 0.002 100 2175 -3 1935.0572538515303 2031.362452521396 150 TCGA 1 50 100 1.0 0.002 100 2175 -4 1918.8256864823431 1933.991193148359 150 TCGA 1 50 100 1.0 0.002 100 2175 -5 1908.1986228141525 1907.0661823521907 150 TCGA 1 50 100 1.0 0.002 100 2175 -6 1898.934545323444 1918.9961642931455 150 TCGA 1 50 100 1.0 0.002 100 2175 -7 1891.0854537423959 1893.9153181679883 150 TCGA 1 50 100 1.0 0.002 100 2175 -8 1886.754091269843 1887.650490612241 150 TCGA 1 50 100 1.0 0.002 100 2175 -9 1882.457454742285 1886.558533021553 150 TCGA 1 50 100 1.0 0.002 100 2175 -10 1878.3228331109299 1882.1917969976837 150 TCGA 1 50 100 1.0 0.002 100 2175 -11 1875.361656157456 1877.9720569399733 150 TCGA 1 50 100 1.0 0.002 100 2175 -12 1871.1003925652626 1867.6994003219222 150 TCGA 1 50 100 1.0 0.002 100 2175 -13 1869.6239985574475 1866.7894041741913 150 TCGA 1 50 100 1.0 0.002 100 2175 -14 1866.091019312044 1868.0862178323257 150 TCGA 1 50 100 1.0 0.002 100 2175 -15 1864.1839187848593 1863.0481754475502 150 TCGA 1 50 100 1.0 0.002 100 2175 -16 1862.3731192805856 1860.08195825318 150 TCGA 1 50 100 1.0 0.002 100 2175 -17 1859.8168875686504 1863.7620671717964 150 TCGA 1 50 100 1.0 0.002 100 2175 -18 1858.4962345825427 1855.9625256409 150 TCGA 1 50 100 1.0 0.002 100 2175 -19 1857.3648906596632 1855.9818882007694 150 TCGA 1 50 100 1.0 0.002 100 2175 -20 1854.9294262866993 1852.480443599835 150 TCGA 1 50 100 1.0 0.002 100 2175 -21 1853.5700215559903 1853.1787784135522 150 TCGA 1 50 100 1.0 0.002 100 2175 -22 1851.9224656628023 1852.0558309123744 150 TCGA 1 50 100 1.0 0.002 100 2175 -23 1850.7658140257222 1849.293289567957 150 TCGA 1 50 100 1.0 0.002 100 2175 -24 1849.8234864780047 1849.4450867619346 150 TCGA 1 50 100 1.0 0.002 100 2175 -25 1848.1279194956712 1847.4157297719064 150 TCGA 1 50 100 1.0 0.002 100 2175 -26 1847.3873252319377 1849.262445651107 150 TCGA 1 50 100 1.0 0.002 100 2175 -27 1846.5909686390344 1844.2621193123823 150 TCGA 1 50 100 1.0 0.002 100 2175 -28 1845.097857702123 1843.3914721311637 150 TCGA 1 50 100 1.0 0.002 100 2175 -29 1844.0578549650447 1842.449838916261 150 TCGA 1 50 100 1.0 0.002 100 2175 -30 1843.4238830082704 1841.9970703125 150 TCGA 1 50 100 1.0 0.002 100 2175 -31 1842.4992625503378 1841.830646764094 150 TCGA 1 50 100 1.0 0.002 100 2175 -32 1841.2546993868334 1840.9214959072708 150 TCGA 1 50 100 1.0 0.002 100 2175 -33 1840.7014994169401 1839.155397961487 150 TCGA 1 50 100 1.0 0.002 100 2175 -34 1839.9798886196622 1838.4626845163316 150 TCGA 1 50 100 1.0 0.002 100 2175 -35 1838.903691782857 1838.318851336762 150 TCGA 1 50 100 1.0 0.002 100 2175 -36 1838.5894820082067 1836.8934117609533 150 TCGA 1 50 100 1.0 0.002 100 2175 -37 1837.7910868860486 1839.011845114243 150 TCGA 1 50 100 1.0 0.002 100 2175 -38 1837.1304751784824 1839.5853179471576 150 TCGA 1 50 100 1.0 0.002 100 2175 -39 1836.7065913799365 1837.4735003140704 150 TCGA 1 50 100 1.0 0.002 100 2175 -40 1835.6426211950143 1835.4232674603486 150 TCGA 1 50 100 1.0 0.002 100 2175 -41 1835.0757287484564 1833.764384667478 150 TCGA 1 50 100 1.0 0.002 100 2175 -42 1834.4731551863438 1833.7931135168028 150 TCGA 1 50 100 1.0 0.002 100 2175 -43 1833.7989295663972 1833.45868318644 150 TCGA 1 50 100 1.0 0.002 100 2175 -44 1833.5235122627867 1833.414625618326 150 TCGA 1 50 100 1.0 0.002 100 2175 -45 1832.911680677797 1831.3883805011385 150 TCGA 1 50 100 1.0 0.002 100 2175 -46 1832.793736788774 1831.424314565994 150 TCGA 1 50 100 1.0 0.002 100 2175 -47 1831.4335925509613 1831.0119224049938 150 TCGA 1 50 100 1.0 0.002 100 2175 -48 1831.383078127943 1831.842655661118 150 TCGA 1 50 100 1.0 0.002 100 2175 -49 1830.707292163541 1830.144415313874 150 TCGA 1 50 100 1.0 0.002 100 2175 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index f060af1fa..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2265.959131829506 2791.2618426605686 50 TCGA 1 100 100 0.5 0.002 100 8098 -1 1940.055471971054 1942.7334364694566 50 TCGA 1 100 100 0.5 0.002 100 8098 -2 1907.54362072728 1906.325054839628 50 TCGA 1 100 100 0.5 0.002 100 8098 -3 1890.6857904161056 1883.2911432160804 50 TCGA 1 100 100 0.5 0.002 100 8098 -4 1879.5871813391213 1879.2714641321843 50 TCGA 1 100 100 0.5 0.002 100 8098 -5 1871.252161212712 1866.6385902903187 50 TCGA 1 100 100 0.5 0.002 100 8098 -6 1865.9295827339956 1863.156435252434 50 TCGA 1 100 100 0.5 0.002 100 8098 -7 1861.115255426304 1860.303515256949 50 TCGA 1 100 100 0.5 0.002 100 8098 -8 1857.2677985028586 1858.5593415073413 50 TCGA 1 100 100 0.5 0.002 100 8098 -9 1854.133042415666 1852.907912977976 50 TCGA 1 100 100 0.5 0.002 100 8098 -10 1851.7424218575595 1856.008042531996 50 TCGA 1 100 100 0.5 0.002 100 8098 -11 1849.166408391919 1848.1474186116127 50 TCGA 1 100 100 0.5 0.002 100 8098 -12 1846.8540668830315 1847.5090534459407 50 TCGA 1 100 100 0.5 0.002 100 8098 -13 1845.0237627664917 1844.461999327693 50 TCGA 1 100 100 0.5 0.002 100 8098 -14 1842.6290214394655 1842.4149433691896 50 TCGA 1 100 100 0.5 0.002 100 8098 -15 1841.3071861603469 1840.579003415515 50 TCGA 1 100 100 0.5 0.002 100 8098 -16 1839.732953934787 1841.1794090079302 50 TCGA 1 100 100 0.5 0.002 100 8098 -17 1838.9223214102744 1838.0495881507145 50 TCGA 1 100 100 0.5 0.002 100 8098 -18 1837.3645488518878 1836.457583940209 50 TCGA 1 100 100 0.5 0.002 100 8098 -19 1836.557349324985 1836.732600379829 50 TCGA 1 100 100 0.5 0.002 100 8098 -20 1835.1370461829367 1836.8778928823806 50 TCGA 1 100 100 0.5 0.002 100 8098 -21 1833.940741532934 1833.9380140448336 50 TCGA 1 100 100 0.5 0.002 100 8098 -22 1833.5422335349099 1833.5683188893688 50 TCGA 1 100 100 0.5 0.002 100 8098 -23 1832.2663196657822 1832.5776201564463 50 TCGA 1 100 100 0.5 0.002 100 8098 -24 1831.318831441977 1831.6728270257538 50 TCGA 1 100 100 0.5 0.002 100 8098 -25 1830.3750370339446 1836.5545304648242 50 TCGA 1 100 100 0.5 0.002 100 8098 -26 1829.9237150202266 1831.3835062764997 50 TCGA 1 100 100 0.5 0.002 100 8098 -27 1829.2442461812798 1829.0705768834407 50 TCGA 1 100 100 0.5 0.002 100 8098 -28 1828.2473267977732 1827.6495115960663 50 TCGA 1 100 100 0.5 0.002 100 8098 -29 1827.8823493031841 1828.0011182622095 50 TCGA 1 100 100 0.5 0.002 100 8098 -30 1827.0256423822457 1827.0283074307083 50 TCGA 1 100 100 0.5 0.002 100 8098 -31 1826.8377054961534 1826.5735065709407 50 TCGA 1 100 100 0.5 0.002 100 8098 -32 1826.25104910434 1826.522525346459 50 TCGA 1 100 100 0.5 0.002 100 8098 -33 1826.3033045451414 1826.2619941749765 50 TCGA 1 100 100 0.5 0.002 100 8098 -34 1824.9846331748276 1825.487677032624 50 TCGA 1 100 100 0.5 0.002 100 8098 -35 1824.9033321802578 1827.070286122998 50 TCGA 1 100 100 0.5 0.002 100 8098 -36 1824.1675498494878 1824.752637086801 50 TCGA 1 100 100 0.5 0.002 100 8098 -37 1824.1897306615772 1826.0892438265546 50 TCGA 1 100 100 0.5 0.002 100 8098 -38 1823.8016039267864 1825.7602864174387 50 TCGA 1 100 100 0.5 0.002 100 8098 -39 1823.160740263588 1824.7217306012485 50 TCGA 1 100 100 0.5 0.002 100 8098 -40 1823.044262117594 1825.5607707728093 50 TCGA 1 100 100 0.5 0.002 100 8098 -41 1823.0091206784466 1823.8470906779994 50 TCGA 1 100 100 0.5 0.002 100 8098 -42 1822.2013524393242 1823.304402260325 50 TCGA 1 100 100 0.5 0.002 100 8098 -43 1822.155201236296 1822.5248673788867 50 TCGA 1 100 100 0.5 0.002 100 8098 -44 1821.8049890718526 1823.9270933525047 50 TCGA 1 100 100 0.5 0.002 100 8098 -45 1821.2310306767506 1822.9567288346027 50 TCGA 1 100 100 0.5 0.002 100 8098 -46 1821.680426244079 1821.8778382881203 50 TCGA 1 100 100 0.5 0.002 100 8098 -47 1821.1156676639762 1823.8301554157506 50 TCGA 1 100 100 0.5 0.002 100 8098 -48 1821.2598375128189 1822.197169318271 50 TCGA 1 100 100 0.5 0.002 100 8098 -49 1820.9987726476604 1822.4901840746702 50 TCGA 1 100 100 0.5 0.002 100 8098 -50 1820.6899396758192 1822.4875942211056 50 TCGA 1 100 100 0.5 0.002 100 8098 -51 1820.5419190461407 1821.2918155229272 50 TCGA 1 100 100 0.5 0.002 100 8098 -52 1820.746583925186 1822.4121437264448 50 TCGA 1 100 100 0.5 0.002 100 8098 -53 1820.46680431449 1822.334620490146 50 TCGA 1 100 100 0.5 0.002 100 8098 -54 1820.254283293162 1822.2002854850423 50 TCGA 1 100 100 0.5 0.002 100 8098 -55 1819.8815514928249 1821.8528071264525 50 TCGA 1 100 100 0.5 0.002 100 8098 -56 1820.4354251998252 1821.0120291398398 50 TCGA 1 100 100 0.5 0.002 100 8098 -57 1820.1224485819514 1821.4412400135443 50 TCGA 1 100 100 0.5 0.002 100 8098 -58 1819.9278480792927 1820.3433770414572 50 TCGA 1 100 100 0.5 0.002 100 8098 -59 1819.5906327310743 1822.1737931601367 50 TCGA 1 100 100 0.5 0.002 100 8098 -60 1820.1726107873585 1820.787109375 50 TCGA 1 100 100 0.5 0.002 100 8098 -61 1819.1708972793376 1822.3688026313207 50 TCGA 1 100 100 0.5 0.002 100 8098 -62 1819.6963349938565 1822.2713261129868 50 TCGA 1 100 100 0.5 0.002 100 8098 -63 1820.0902023988185 1821.374825175683 50 TCGA 1 100 100 0.5 0.002 100 8098 -64 1819.4446926242554 1820.5990045442054 50 TCGA 1 100 100 0.5 0.002 100 8098 -65 1819.6426815965876 1821.1341154012248 50 TCGA 1 100 100 0.5 0.002 100 8098 -66 1819.244317673961 1822.4059788689542 50 TCGA 1 100 100 0.5 0.002 100 8098 -67 1818.984833305283 1821.3021436528345 50 TCGA 1 100 100 0.5 0.002 100 8098 -68 1819.1375283191135 1822.0390471645337 50 TCGA 1 100 100 0.5 0.002 100 8098 -69 1819.363167872718 1822.9154801105135 50 TCGA 1 100 100 0.5 0.002 100 8098 -70 1819.4446404251967 1820.0843855508008 50 TCGA 1 100 100 0.5 0.002 100 8098 -71 1819.225130302803 1822.3127564089982 50 TCGA 1 100 100 0.5 0.002 100 8098 -72 1818.934059304017 1819.1755168665593 50 TCGA 1 100 100 0.5 0.002 100 8098 -73 1818.9450070312719 1820.8541885452653 50 TCGA 1 100 100 0.5 0.002 100 8098 -74 1818.8852006307816 1819.510836653973 50 TCGA 1 100 100 0.5 0.002 100 8098 -75 1818.9553423903992 1819.2090064580716 50 TCGA 1 100 100 0.5 0.002 100 8098 -76 1819.0150251264006 1818.5645107863536 50 TCGA 1 100 100 0.5 0.002 100 8098 -77 1818.7687925467974 1820.0016347607177 50 TCGA 1 100 100 0.5 0.002 100 8098 -78 1818.6904486949882 1819.883952845281 50 TCGA 1 100 100 0.5 0.002 100 8098 -79 1818.6307247829086 1823.0696739311793 50 TCGA 1 100 100 0.5 0.002 100 8098 -80 1818.5502122788973 1819.8145641537767 50 TCGA 1 100 100 0.5 0.002 100 8098 -81 1818.5236324800392 1819.6380897406957 50 TCGA 1 100 100 0.5 0.002 100 8098 -82 1818.9427039913598 1820.0559051360317 50 TCGA 1 100 100 0.5 0.002 100 8098 -83 1818.6590765701737 1821.4837345909234 50 TCGA 1 100 100 0.5 0.002 100 8098 -84 1818.9153754064741 1822.2793287727702 50 TCGA 1 100 100 0.5 0.002 100 8098 -85 1818.5246528619527 1819.3985736789416 50 TCGA 1 100 100 0.5 0.002 100 8098 -86 1818.2804402810068 1821.5187288983982 50 TCGA 1 100 100 0.5 0.002 100 8098 -87 1818.8065176690338 1820.7077323875235 50 TCGA 1 100 100 0.5 0.002 100 8098 -88 1818.8058506492685 1819.6966203085742 50 TCGA 1 100 100 0.5 0.002 100 8098 -89 1818.380231337617 1821.627132856666 50 TCGA 1 100 100 0.5 0.002 100 8098 -90 1818.6760341109064 1820.4699498468908 50 TCGA 1 100 100 0.5 0.002 100 8098 -91 1818.0351473253372 1819.8279563098697 50 TCGA 1 100 100 0.5 0.002 100 8098 -92 1818.3614706470971 1818.9061089137092 50 TCGA 1 100 100 0.5 0.002 100 8098 -93 1818.2386245565738 1819.5881464205795 50 TCGA 1 100 100 0.5 0.002 100 8098 -94 1818.4316155678168 1821.5842364900675 50 TCGA 1 100 100 0.5 0.002 100 8098 -95 1818.2728417821595 1819.0181755947708 50 TCGA 1 100 100 0.5 0.002 100 8098 -96 1818.153122893507 1819.8197174839038 50 TCGA 1 100 100 0.5 0.002 100 8098 -97 1818.007385233468 1821.759626378965 50 TCGA 1 100 100 0.5 0.002 100 8098 -98 1818.5274546610776 1820.0604266449434 50 TCGA 1 100 100 0.5 0.002 100 8098 -99 1818.1371952724958 1820.603481886974 50 TCGA 1 100 100 0.5 0.002 100 8098 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index 22c33405f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2263.9806774917333 2642.875144766803 50 TCGA 1 100 100 0.0 0.002 100 5578 -1 1938.8676239092017 1926.3964438893688 50 TCGA 1 100 100 0.0 0.002 100 5578 -2 1908.3192831797983 1907.798518348579 50 TCGA 1 100 100 0.0 0.002 100 5578 -3 1890.6801498792895 1881.1305121800408 50 TCGA 1 100 100 0.0 0.002 100 5578 -4 1878.3363998520385 1873.3468563520728 50 TCGA 1 100 100 0.0 0.002 100 5578 -5 1871.257420046466 1865.8242892931455 50 TCGA 1 100 100 0.0 0.002 100 5578 -6 1865.5830332239448 1860.753321662021 50 TCGA 1 100 100 0.0 0.002 100 5578 -7 1860.9747248369742 1857.0082517077576 50 TCGA 1 100 100 0.0 0.002 100 5578 -8 1857.2355644054905 1854.1656898996937 50 TCGA 1 100 100 0.0 0.002 100 5578 -9 1854.2431081981981 1850.1946610493876 50 TCGA 1 100 100 0.0 0.002 100 5578 -10 1851.3220316489528 1846.452920118169 50 TCGA 1 100 100 0.0 0.002 100 5578 -11 1848.9681723222413 1847.059983756674 50 TCGA 1 100 100 0.0 0.002 100 5578 -12 1846.689770679493 1842.6794642156092 50 TCGA 1 100 100 0.0 0.002 100 5578 -13 1844.8509518895542 1842.389826942329 50 TCGA 1 100 100 0.0 0.002 100 5578 -14 1843.124207149301 1840.9554155052606 50 TCGA 1 100 100 0.0 0.002 100 5578 -15 1841.2800491763912 1839.333681346184 50 TCGA 1 100 100 0.0 0.002 100 5578 -16 1840.0083097331637 1837.113889147888 50 TCGA 1 100 100 0.0 0.002 100 5578 -17 1838.994908513894 1835.9000943437893 50 TCGA 1 100 100 0.0 0.002 100 5578 -18 1837.4215345275177 1835.6295840776147 50 TCGA 1 100 100 0.0 0.002 100 5578 -19 1836.07714936403 1834.5045527932632 50 TCGA 1 100 100 0.0 0.002 100 5578 -20 1835.1670932337593 1835.5516713204695 50 TCGA 1 100 100 0.0 0.002 100 5578 -21 1834.2511347947288 1833.2295044558732 50 TCGA 1 100 100 0.0 0.002 100 5578 -22 1832.9603036718051 1831.807314158684 50 TCGA 1 100 100 0.0 0.002 100 5578 -23 1832.2086776936078 1829.89572680296 50 TCGA 1 100 100 0.0 0.002 100 5578 -24 1831.1328703399906 1828.5726048455167 50 TCGA 1 100 100 0.0 0.002 100 5578 -25 1831.0171755341391 1831.402926497723 50 TCGA 1 100 100 0.0 0.002 100 5578 -26 1829.7716665335006 1827.3480721478486 50 TCGA 1 100 100 0.0 0.002 100 5578 -27 1829.3184353095744 1827.750253341905 50 TCGA 1 100 100 0.0 0.002 100 5578 -28 1828.1565440369845 1827.8382875068703 50 TCGA 1 100 100 0.0 0.002 100 5578 -29 1828.351672675304 1825.585057244229 50 TCGA 1 100 100 0.0 0.002 100 5578 -30 1827.372721417752 1828.9895878317368 50 TCGA 1 100 100 0.0 0.002 100 5578 -31 1826.7894584825228 1825.2693251413316 50 TCGA 1 100 100 0.0 0.002 100 5578 -32 1826.235040956981 1826.741100522142 50 TCGA 1 100 100 0.0 0.002 100 5578 -33 1825.767152003005 1825.0257960947315 50 TCGA 1 100 100 0.0 0.002 100 5578 -34 1825.4562250054937 1823.9145268579225 50 TCGA 1 100 100 0.0 0.002 100 5578 -35 1824.590201853801 1823.9800043920775 50 TCGA 1 100 100 0.0 0.002 100 5578 -36 1824.8008877328098 1823.306898874254 50 TCGA 1 100 100 0.0 0.002 100 5578 -37 1824.0695268026566 1822.1244055973225 50 TCGA 1 100 100 0.0 0.002 100 5578 -38 1823.7199336419296 1825.5430730311714 50 TCGA 1 100 100 0.0 0.002 100 5578 -39 1823.9927030185036 1822.229754117266 50 TCGA 1 100 100 0.0 0.002 100 5578 -40 1823.0432639315213 1822.5913809771514 50 TCGA 1 100 100 0.0 0.002 100 5578 -41 1823.132985583958 1821.8728922934988 50 TCGA 1 100 100 0.0 0.002 100 5578 -42 1822.6932650869587 1823.2697177292714 50 TCGA 1 100 100 0.0 0.002 100 5578 -43 1822.3131412540592 1820.8309393647928 50 TCGA 1 100 100 0.0 0.002 100 5578 -44 1822.1180193603325 1821.9501486926822 50 TCGA 1 100 100 0.0 0.002 100 5578 -45 1822.094346603494 1820.2917308711526 50 TCGA 1 100 100 0.0 0.002 100 5578 -46 1821.6036031003216 1821.5294416418028 50 TCGA 1 100 100 0.0 0.002 100 5578 -47 1821.843026788922 1820.741953787492 50 TCGA 1 100 100 0.0 0.002 100 5578 -48 1821.7532645190504 1821.4792952801115 50 TCGA 1 100 100 0.0 0.002 100 5578 -49 1821.7246579633172 1820.5946958915672 50 TCGA 1 100 100 0.0 0.002 100 5578 -50 1820.8869152288376 1819.5167359011857 50 TCGA 1 100 100 0.0 0.002 100 5578 -51 1820.9131050403662 1821.1510371682632 50 TCGA 1 100 100 0.0 0.002 100 5578 -52 1820.9818983583634 1820.0222670972048 50 TCGA 1 100 100 0.0 0.002 100 5578 -53 1820.4598301332808 1822.7285481361887 50 TCGA 1 100 100 0.0 0.002 100 5578 -54 1820.8633816694892 1818.897122330402 50 TCGA 1 100 100 0.0 0.002 100 5578 -55 1820.5449173922304 1820.1948763593357 50 TCGA 1 100 100 0.0 0.002 100 5578 -56 1820.5851780725038 1818.775989321608 50 TCGA 1 100 100 0.0 0.002 100 5578 -57 1819.9408617365611 1819.091936121035 50 TCGA 1 100 100 0.0 0.002 100 5578 -58 1820.4551327357615 1819.462682062657 50 TCGA 1 100 100 0.0 0.002 100 5578 -59 1819.9280795346335 1818.4310137111338 50 TCGA 1 100 100 0.0 0.002 100 5578 -60 1819.5861364586676 1819.2990023358982 50 TCGA 1 100 100 0.0 0.002 100 5578 -61 1819.5321842963867 1819.4034706000707 50 TCGA 1 100 100 0.0 0.002 100 5578 -62 1820.056218904022 1819.6166274487673 50 TCGA 1 100 100 0.0 0.002 100 5578 -63 1819.5086048056817 1818.681970030818 50 TCGA 1 100 100 0.0 0.002 100 5578 -64 1819.4782494792903 1818.752610709799 50 TCGA 1 100 100 0.0 0.002 100 5578 -65 1819.4135603753034 1817.99928352701 50 TCGA 1 100 100 0.0 0.002 100 5578 -66 1819.5151391304528 1819.5799217032427 50 TCGA 1 100 100 0.0 0.002 100 5578 -67 1819.497437776978 1819.3386856155778 50 TCGA 1 100 100 0.0 0.002 100 5578 -68 1819.1346267545207 1822.2790306513034 50 TCGA 1 100 100 0.0 0.002 100 5578 -69 1819.4526878550244 1819.4617545736494 50 TCGA 1 100 100 0.0 0.002 100 5578 -70 1819.528821646921 1819.007818020768 50 TCGA 1 100 100 0.0 0.002 100 5578 -71 1819.645530008341 1818.3337396209563 50 TCGA 1 100 100 0.0 0.002 100 5578 -72 1819.110401595114 1818.9784137975032 50 TCGA 1 100 100 0.0 0.002 100 5578 -73 1819.2653029763628 1818.7595497016332 50 TCGA 1 100 100 0.0 0.002 100 5578 -74 1818.7633397412867 1819.034406038984 50 TCGA 1 100 100 0.0 0.002 100 5578 -75 1818.889811138873 1818.4393402559674 50 TCGA 1 100 100 0.0 0.002 100 5578 -76 1819.444166014644 1817.918772328439 50 TCGA 1 100 100 0.0 0.002 100 5578 -77 1818.9546137972727 1818.08687296345 50 TCGA 1 100 100 0.0 0.002 100 5578 -78 1818.9330175982907 1819.757514991952 50 TCGA 1 100 100 0.0 0.002 100 5578 -79 1818.6960256010018 1817.7396688029994 50 TCGA 1 100 100 0.0 0.002 100 5578 -80 1818.7843367343157 1819.483215025322 50 TCGA 1 100 100 0.0 0.002 100 5578 -81 1818.7210529445338 1818.2063393137562 50 TCGA 1 100 100 0.0 0.002 100 5578 -82 1818.785394163799 1816.859597670972 50 TCGA 1 100 100 0.0 0.002 100 5578 -83 1818.2942724729278 1818.0150931660255 50 TCGA 1 100 100 0.0 0.002 100 5578 -84 1819.1067296754225 1819.006887464667 50 TCGA 1 100 100 0.0 0.002 100 5578 -85 1818.8309690107365 1817.003219834524 50 TCGA 1 100 100 0.0 0.002 100 5578 -86 1818.7830972008333 1819.0941211182867 50 TCGA 1 100 100 0.0 0.002 100 5578 -87 1818.7964493685208 1818.2508495848383 50 TCGA 1 100 100 0.0 0.002 100 5578 -88 1818.3703642848454 1819.0208470330167 50 TCGA 1 100 100 0.0 0.002 100 5578 -89 1818.7150127190753 1817.9477299829225 50 TCGA 1 100 100 0.0 0.002 100 5578 -90 1818.4369929428944 1817.0391968386857 50 TCGA 1 100 100 0.0 0.002 100 5578 -91 1818.6942513235208 1817.2271888004475 50 TCGA 1 100 100 0.0 0.002 100 5578 -92 1818.4915920955445 1818.3350185988536 50 TCGA 1 100 100 0.0 0.002 100 5578 -93 1818.4601124796382 1818.769371147731 50 TCGA 1 100 100 0.0 0.002 100 5578 -94 1818.7186329847254 1818.398596375432 50 TCGA 1 100 100 0.0 0.002 100 5578 -95 1818.7931774508568 1817.4589708797896 50 TCGA 1 100 100 0.0 0.002 100 5578 -96 1818.4082802722385 1816.737220649144 50 TCGA 1 100 100 0.0 0.002 100 5578 -97 1818.388012117594 1817.5133952231863 50 TCGA 1 100 100 0.0 0.002 100 5578 -98 1818.4075510795926 1816.747025532938 50 TCGA 1 100 100 0.0 0.002 100 5578 -99 1818.2614398645044 1817.0327853868955 50 TCGA 1 100 100 0.0 0.002 100 5578 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index 6308f65ad..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2262.687133393925 2404.525094957208 50 TCGA 1 100 100 1.0 0.002 100 8292 -1 1939.172491660141 1955.308272932043 50 TCGA 1 100 100 1.0 0.002 100 8292 -2 1908.1641437484957 1897.83632088666 50 TCGA 1 100 100 1.0 0.002 100 8292 -3 1890.9385952809544 1880.961295736495 50 TCGA 1 100 100 1.0 0.002 100 8292 -4 1879.5503989065421 1881.486989390311 50 TCGA 1 100 100 1.0 0.002 100 8292 -5 1871.8192033619737 1869.2974387317447 50 TCGA 1 100 100 1.0 0.002 100 8292 -6 1865.9734400670327 1861.3955090393374 50 TCGA 1 100 100 1.0 0.002 100 8292 -7 1861.742395124447 1859.2622904561872 50 TCGA 1 100 100 1.0 0.002 100 8292 -8 1857.7056809416945 1854.5144662521593 50 TCGA 1 100 100 1.0 0.002 100 8292 -9 1854.6205879736856 1850.9321742992306 50 TCGA 1 100 100 1.0 0.002 100 8292 -10 1851.61572916921 1851.6809762925957 50 TCGA 1 100 100 1.0 0.002 100 8292 -11 1848.9398639728772 1848.608760354507 50 TCGA 1 100 100 1.0 0.002 100 8292 -12 1847.1170277417218 1844.964494714785 50 TCGA 1 100 100 1.0 0.002 100 8292 -13 1845.339849363681 1848.0909847086998 50 TCGA 1 100 100 1.0 0.002 100 8292 -14 1843.618339994175 1842.8262749293342 50 TCGA 1 100 100 1.0 0.002 100 8292 -15 1841.9044798101509 1840.0099950435772 50 TCGA 1 100 100 1.0 0.002 100 8292 -16 1840.3969998390019 1838.70020451378 50 TCGA 1 100 100 1.0 0.002 100 8292 -17 1838.8548710155944 1837.2492724854742 50 TCGA 1 100 100 1.0 0.002 100 8292 -18 1837.863212359778 1845.639855159587 50 TCGA 1 100 100 1.0 0.002 100 8292 -19 1836.5423783324554 1839.497334082522 50 TCGA 1 100 100 1.0 0.002 100 8292 -20 1835.5580271497238 1835.838359276853 50 TCGA 1 100 100 1.0 0.002 100 8292 -21 1834.5854247065843 1832.7431205097755 50 TCGA 1 100 100 1.0 0.002 100 8292 -22 1833.4044075680706 1832.2894060144472 50 TCGA 1 100 100 1.0 0.002 100 8292 -23 1832.3972366491403 1830.4225675496623 50 TCGA 1 100 100 1.0 0.002 100 8292 -24 1831.4164318549258 1829.732158104978 50 TCGA 1 100 100 1.0 0.002 100 8292 -25 1830.711960661503 1828.297558961801 50 TCGA 1 100 100 1.0 0.002 100 8292 -26 1830.2317113628317 1827.938077226955 50 TCGA 1 100 100 1.0 0.002 100 8292 -27 1829.24959247673 1828.500923195077 50 TCGA 1 100 100 1.0 0.002 100 8292 -28 1828.2907968958198 1827.492850605567 50 TCGA 1 100 100 1.0 0.002 100 8292 -29 1827.7247863558337 1832.6827478456737 50 TCGA 1 100 100 1.0 0.002 100 8292 -30 1827.4273767889656 1829.8278673641646 50 TCGA 1 100 100 1.0 0.002 100 8292 -31 1827.190142762995 1828.6461371800408 50 TCGA 1 100 100 1.0 0.002 100 8292 -32 1826.2545970734081 1826.1367911334014 50 TCGA 1 100 100 1.0 0.002 100 8292 -33 1825.7276173679008 1824.618939423681 50 TCGA 1 100 100 1.0 0.002 100 8292 -34 1825.1960959900223 1827.0586342356312 50 TCGA 1 100 100 1.0 0.002 100 8292 -35 1824.7051423553219 1825.6652537590296 50 TCGA 1 100 100 1.0 0.002 100 8292 -36 1824.7378095781607 1822.520212144708 50 TCGA 1 100 100 1.0 0.002 100 8292 -37 1824.5251855212591 1824.0975985886464 50 TCGA 1 100 100 1.0 0.002 100 8292 -38 1824.0474806780367 1822.8697951427057 50 TCGA 1 100 100 1.0 0.002 100 8292 -39 1823.7183517556543 1824.1434418184674 50 TCGA 1 100 100 1.0 0.002 100 8292 -40 1823.288110027277 1821.668902373194 50 TCGA 1 100 100 1.0 0.002 100 8292 -41 1823.0993632314353 1822.005022058535 50 TCGA 1 100 100 1.0 0.002 100 8292 -42 1822.4642864967752 1824.7555839500235 50 TCGA 1 100 100 1.0 0.002 100 8292 -43 1822.7077092791205 1823.3019737358668 50 TCGA 1 100 100 1.0 0.002 100 8292 -44 1822.0227130626326 1821.4787732608354 50 TCGA 1 100 100 1.0 0.002 100 8292 -45 1822.0710078061777 1820.9038699356156 50 TCGA 1 100 100 1.0 0.002 100 8292 -46 1821.784784752392 1821.3035698512092 50 TCGA 1 100 100 1.0 0.002 100 8292 -47 1821.5423102461343 1820.783408006831 50 TCGA 1 100 100 1.0 0.002 100 8292 -48 1821.7610313874534 1820.2699011414495 50 TCGA 1 100 100 1.0 0.002 100 8292 -49 1821.074315695002 1821.505686390939 50 TCGA 1 100 100 1.0 0.002 100 8292 -50 1820.8022752249396 1820.7870983334642 50 TCGA 1 100 100 1.0 0.002 100 8292 -51 1820.7323498100504 1820.3529997399105 50 TCGA 1 100 100 1.0 0.002 100 8292 -52 1821.2173690072048 1823.5053189531643 50 TCGA 1 100 100 1.0 0.002 100 8292 -53 1820.8887158715443 1820.7103062922033 50 TCGA 1 100 100 1.0 0.002 100 8292 -54 1820.7081732934628 1823.1881655592415 50 TCGA 1 100 100 1.0 0.002 100 8292 -55 1820.6001508772167 1819.7699759785255 50 TCGA 1 100 100 1.0 0.002 100 8292 -56 1820.7156202365463 1819.0734795805197 50 TCGA 1 100 100 1.0 0.002 100 8292 -57 1820.6609706970207 1820.136850635011 50 TCGA 1 100 100 1.0 0.002 100 8292 -58 1820.0289658585727 1820.5047184163002 50 TCGA 1 100 100 1.0 0.002 100 8292 -59 1820.2976138803333 1819.2745330657192 50 TCGA 1 100 100 1.0 0.002 100 8292 -60 1819.989057355034 1819.229454768962 50 TCGA 1 100 100 1.0 0.002 100 8292 -61 1819.8933567916167 1820.112951844182 50 TCGA 1 100 100 1.0 0.002 100 8292 -62 1819.9272283261769 1818.8529022063442 50 TCGA 1 100 100 1.0 0.002 100 8292 -63 1819.788131569097 1819.7662359649812 50 TCGA 1 100 100 1.0 0.002 100 8292 -64 1819.8902078299188 1820.4914716404287 50 TCGA 1 100 100 1.0 0.002 100 8292 -65 1819.6366537021518 1820.5685421737594 50 TCGA 1 100 100 1.0 0.002 100 8292 -66 1819.4731268318042 1819.2673622016332 50 TCGA 1 100 100 1.0 0.002 100 8292 -67 1819.4253744897546 1819.8270760540986 50 TCGA 1 100 100 1.0 0.002 100 8292 -68 1819.2298577716672 1820.7238898349167 50 TCGA 1 100 100 1.0 0.002 100 8292 -69 1819.3954532017385 1819.0137540730998 50 TCGA 1 100 100 1.0 0.002 100 8292 -70 1819.319608691548 1819.523635634226 50 TCGA 1 100 100 1.0 0.002 100 8292 -71 1819.2914592420593 1817.471070562775 50 TCGA 1 100 100 1.0 0.002 100 8292 -72 1819.3570488785936 1818.5935954184988 50 TCGA 1 100 100 1.0 0.002 100 8292 -73 1818.9123222724922 1818.452601140468 50 TCGA 1 100 100 1.0 0.002 100 8292 -74 1819.5132980474418 1817.540523663238 50 TCGA 1 100 100 1.0 0.002 100 8292 -75 1818.7408662820078 1819.1943954391097 50 TCGA 1 100 100 1.0 0.002 100 8292 -76 1819.1363907584202 1818.1066612358668 50 TCGA 1 100 100 1.0 0.002 100 8292 -77 1819.018677670717 1820.6648777333935 50 TCGA 1 100 100 1.0 0.002 100 8292 -78 1819.0176516478716 1817.8114639358903 50 TCGA 1 100 100 1.0 0.002 100 8292 -79 1819.2942515170018 1817.8532101425094 50 TCGA 1 100 100 1.0 0.002 100 8292 -80 1818.5662684968067 1817.9339568938442 50 TCGA 1 100 100 1.0 0.002 100 8292 -81 1819.019322944281 1819.4154696823964 50 TCGA 1 100 100 1.0 0.002 100 8292 -82 1818.5973271820105 1818.629071873037 50 TCGA 1 100 100 1.0 0.002 100 8292 -83 1818.8124676395812 1818.5342674063677 50 TCGA 1 100 100 1.0 0.002 100 8292 -84 1818.8260188749398 1817.8112498527796 50 TCGA 1 100 100 1.0 0.002 100 8292 -85 1818.5049403663565 1818.6393981626884 50 TCGA 1 100 100 1.0 0.002 100 8292 -86 1818.7923802536425 1817.3576083542714 50 TCGA 1 100 100 1.0 0.002 100 8292 -87 1818.352545234824 1818.4154696823964 50 TCGA 1 100 100 1.0 0.002 100 8292 -88 1818.5059150894222 1818.2160031112594 50 TCGA 1 100 100 1.0 0.002 100 8292 -89 1818.4299842756977 1817.7156822933025 50 TCGA 1 100 100 1.0 0.002 100 8292 -90 1818.7218493514727 1818.8128987221262 50 TCGA 1 100 100 1.0 0.002 100 8292 -91 1818.448854569253 1817.481504200691 50 TCGA 1 100 100 1.0 0.002 100 8292 -92 1818.927672897017 1817.6445950455402 50 TCGA 1 100 100 1.0 0.002 100 8292 -93 1818.3589598328583 1817.8521029218357 50 TCGA 1 100 100 1.0 0.002 100 8292 -94 1818.7873901408063 1817.4802515997958 50 TCGA 1 100 100 1.0 0.002 100 8292 -95 1818.1634224449795 1818.084882419912 50 TCGA 1 100 100 1.0 0.002 100 8292 -96 1818.4127492120135 1817.8250947118404 50 TCGA 1 100 100 1.0 0.002 100 8292 -97 1818.076719590417 1817.1607132341394 50 TCGA 1 100 100 1.0 0.002 100 8292 -98 1819.0860084749145 1816.9946141842022 50 TCGA 1 100 100 1.0 0.002 100 8292 -99 1818.5915677496093 1818.6668701171875 50 TCGA 1 100 100 1.0 0.002 100 8292 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 31e72d3a5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2256.158955017628 2593.472727406564 50 TCGA 1 50 100 0.5 0.002 100 8294 -1 1939.083970150041 1927.2964664631752 50 TCGA 1 50 100 0.5 0.002 100 8294 -2 1908.3332241572284 1900.6495668037453 50 TCGA 1 50 100 0.5 0.002 100 8294 -3 1889.5188431789306 1889.4041754181062 50 TCGA 1 50 100 0.5 0.002 100 8294 -4 1879.997766463455 1870.8242623027245 50 TCGA 1 50 100 0.5 0.002 100 8294 -5 1872.1417639368626 1869.346196927018 50 TCGA 1 50 100 0.5 0.002 100 8294 -6 1865.7241689871698 1858.995651475149 50 TCGA 1 50 100 0.5 0.002 100 8294 -7 1861.7692137772597 1857.1616713940798 50 TCGA 1 50 100 0.5 0.002 100 8294 -8 1857.2987430068795 1853.2449840756517 50 TCGA 1 50 100 0.5 0.002 100 8294 -9 1854.5757932649126 1850.4571870583386 50 TCGA 1 50 100 0.5 0.002 100 8294 -10 1851.4178862888402 1847.6619302567526 50 TCGA 1 50 100 0.5 0.002 100 8294 -11 1849.2542044154927 1847.7439296089824 50 TCGA 1 50 100 0.5 0.002 100 8294 -12 1846.9409199308134 1846.0712859954067 50 TCGA 1 50 100 0.5 0.002 100 8294 -13 1845.5830899193984 1842.607705274419 50 TCGA 1 50 100 0.5 0.002 100 8294 -14 1843.1972954238363 1841.4238489812342 50 TCGA 1 50 100 0.5 0.002 100 8294 -15 1841.8655669719783 1842.5338435340766 50 TCGA 1 50 100 0.5 0.002 100 8294 -16 1840.2217123204275 1837.3664041643765 50 TCGA 1 50 100 0.5 0.002 100 8294 -17 1838.8953070552743 1836.0200477485082 50 TCGA 1 50 100 0.5 0.002 100 8294 -18 1837.8373564396443 1837.3362570911197 50 TCGA 1 50 100 0.5 0.002 100 8294 -19 1836.7102894332209 1835.1097700416144 50 TCGA 1 50 100 0.5 0.002 100 8294 -20 1835.0862574661958 1834.1225506193075 50 TCGA 1 50 100 0.5 0.002 100 8294 -21 1833.8760403159315 1831.1143124067603 50 TCGA 1 50 100 0.5 0.002 100 8294 -22 1833.2179668369884 1834.7880184614478 50 TCGA 1 50 100 0.5 0.002 100 8294 -23 1832.6446876155437 1830.2536578154445 50 TCGA 1 50 100 0.5 0.002 100 8294 -24 1831.4859347585616 1830.8877492933418 50 TCGA 1 50 100 0.5 0.002 100 8294 -25 1830.8415558682261 1828.428092611495 50 TCGA 1 50 100 0.5 0.002 100 8294 -26 1829.8402075492347 1829.2617494209328 50 TCGA 1 50 100 0.5 0.002 100 8294 -27 1829.605838135665 1827.0313450798917 50 TCGA 1 50 100 0.5 0.002 100 8294 -28 1828.8593195444612 1831.3339303941582 50 TCGA 1 50 100 0.5 0.002 100 8294 -29 1828.048265843988 1832.4050973863457 50 TCGA 1 50 100 0.5 0.002 100 8294 -30 1827.3606997333557 1826.220323418852 50 TCGA 1 50 100 0.5 0.002 100 8294 -31 1827.0675499830172 1825.7734460878612 50 TCGA 1 50 100 0.5 0.002 100 8294 -32 1826.824876422714 1827.5405445194724 50 TCGA 1 50 100 0.5 0.002 100 8294 -33 1825.7196322472078 1825.3747368433967 50 TCGA 1 50 100 0.5 0.002 100 8294 -34 1825.7011999979072 1824.0588231685772 50 TCGA 1 50 100 0.5 0.002 100 8294 -35 1825.1566517324584 1824.35559204715 50 TCGA 1 50 100 0.5 0.002 100 8294 -36 1824.702497834645 1825.779576593907 50 TCGA 1 50 100 0.5 0.002 100 8294 -37 1824.458845858782 1824.6496680178234 50 TCGA 1 50 100 0.5 0.002 100 8294 -38 1823.9432476600216 1823.8398817819566 50 TCGA 1 50 100 0.5 0.002 100 8294 -39 1823.7752766754495 1822.3072583375863 50 TCGA 1 50 100 0.5 0.002 100 8294 -40 1823.2990752768471 1822.3880934212077 50 TCGA 1 50 100 0.5 0.002 100 8294 -41 1822.9969171898108 1822.5901921717964 50 TCGA 1 50 100 0.5 0.002 100 8294 -42 1822.569079615732 1821.4580108795933 50 TCGA 1 50 100 0.5 0.002 100 8294 -43 1822.5970735444544 1820.266872080127 50 TCGA 1 50 100 0.5 0.002 100 8294 -44 1821.878933500879 1821.381921202693 50 TCGA 1 50 100 0.5 0.002 100 8294 -45 1821.9963620076528 1819.7065221125158 50 TCGA 1 50 100 0.5 0.002 100 8294 -46 1821.7870242568795 1821.8398768746074 50 TCGA 1 50 100 0.5 0.002 100 8294 -47 1821.4609533191353 1820.7176599550487 50 TCGA 1 50 100 0.5 0.002 100 8294 -48 1821.5199731093776 1821.1053074208935 50 TCGA 1 50 100 0.5 0.002 100 8294 -49 1821.345908078861 1819.2896765320745 50 TCGA 1 50 100 0.5 0.002 100 8294 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 20e546b94..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2260.0189814771416 2429.882545049466 50 TCGA 1 50 100 0.0 0.002 100 1346 -1 1941.1310948225946 1938.8377753022928 50 TCGA 1 50 100 0.0 0.002 100 1346 -2 1907.9360730349717 1896.894053396867 50 TCGA 1 50 100 0.0 0.002 100 1346 -3 1889.5503029016954 1891.9735174897928 50 TCGA 1 50 100 0.0 0.002 100 1346 -4 1878.869430274593 1871.236871613929 50 TCGA 1 50 100 0.0 0.002 100 1346 -5 1871.1773924037193 1865.6908713489322 50 TCGA 1 50 100 0.0 0.002 100 1346 -6 1865.720339966161 1861.4856631791772 50 TCGA 1 50 100 0.0 0.002 100 1346 -7 1861.3345187647374 1855.7226550231626 50 TCGA 1 50 100 0.0 0.002 100 1346 -8 1857.0352402917108 1854.8942613457914 50 TCGA 1 50 100 0.0 0.002 100 1346 -9 1854.022328648108 1850.6925398476758 50 TCGA 1 50 100 0.0 0.002 100 1346 -10 1851.6216021151479 1849.9402137641332 50 TCGA 1 50 100 0.0 0.002 100 1346 -11 1849.1260223712277 1845.6599703841473 50 TCGA 1 50 100 0.0 0.002 100 1346 -12 1847.2620834348884 1845.8728548749607 50 TCGA 1 50 100 0.0 0.002 100 1346 -13 1844.8019347252066 1842.2819143324043 50 TCGA 1 50 100 0.0 0.002 100 1346 -14 1843.2441936279597 1841.405677680394 50 TCGA 1 50 100 0.0 0.002 100 1346 -15 1841.7291121467415 1840.3989460240657 50 TCGA 1 50 100 0.0 0.002 100 1346 -16 1840.005094987844 1839.6588877002198 50 TCGA 1 50 100 0.0 0.002 100 1346 -17 1838.9750430046122 1836.3050524841 50 TCGA 1 50 100 0.0 0.002 100 1346 -18 1838.1463807126563 1835.486664891842 50 TCGA 1 50 100 0.0 0.002 100 1346 -19 1836.3455638457574 1836.5343956108668 50 TCGA 1 50 100 0.0 0.002 100 1346 -20 1835.2992664417634 1834.116079052489 50 TCGA 1 50 100 0.0 0.002 100 1346 -21 1834.1126029483707 1834.4497628523477 50 TCGA 1 50 100 0.0 0.002 100 1346 -22 1833.2824204252533 1831.3526734011857 50 TCGA 1 50 100 0.0 0.002 100 1346 -23 1832.307482758914 1830.796067741049 50 TCGA 1 50 100 0.0 0.002 100 1346 -24 1831.3003658376006 1830.9035276480056 50 TCGA 1 50 100 0.0 0.002 100 1346 -25 1830.4384691775117 1830.986247767156 50 TCGA 1 50 100 0.0 0.002 100 1346 -26 1830.0900032085185 1828.0075806277482 50 TCGA 1 50 100 0.0 0.002 100 1346 -27 1829.590272787839 1830.839255481509 50 TCGA 1 50 100 0.0 0.002 100 1346 -28 1828.4998980817124 1828.2520911441975 50 TCGA 1 50 100 0.0 0.002 100 1346 -29 1828.0206787436387 1830.0608364086056 50 TCGA 1 50 100 0.0 0.002 100 1346 -30 1827.8848756913003 1828.2053216522063 50 TCGA 1 50 100 0.0 0.002 100 1346 -31 1826.6669071647575 1825.7599484237594 50 TCGA 1 50 100 0.0 0.002 100 1346 -32 1826.4858141870475 1830.0987481352072 50 TCGA 1 50 100 0.0 0.002 100 1346 -33 1825.9125798478005 1827.0767963351916 50 TCGA 1 50 100 0.0 0.002 100 1346 -34 1825.4414355991967 1823.7521070930827 50 TCGA 1 50 100 0.0 0.002 100 1346 -35 1824.82871543117 1825.5678753876805 50 TCGA 1 50 100 0.0 0.002 100 1346 -36 1824.6187881893818 1827.0437643539965 50 TCGA 1 50 100 0.0 0.002 100 1346 -37 1824.3261440518525 1823.359928917046 50 TCGA 1 50 100 0.0 0.002 100 1346 -38 1823.6552082670228 1823.1236345300722 50 TCGA 1 50 100 0.0 0.002 100 1346 -39 1823.5410319210257 1822.785113310694 50 TCGA 1 50 100 0.0 0.002 100 1346 -40 1823.2684779626502 1822.2187457060695 50 TCGA 1 50 100 0.0 0.002 100 1346 -41 1823.1555915642614 1824.055669583268 50 TCGA 1 50 100 0.0 0.002 100 1346 -42 1822.4771255440367 1823.3295039651382 50 TCGA 1 50 100 0.0 0.002 100 1346 -43 1822.5366945484943 1823.8650644580323 50 TCGA 1 50 100 0.0 0.002 100 1346 -44 1822.299288596728 1820.4283122153738 50 TCGA 1 50 100 0.0 0.002 100 1346 -45 1822.0563455252313 1821.6912252914965 50 TCGA 1 50 100 0.0 0.002 100 1346 -46 1821.800892583466 1822.9733144482177 50 TCGA 1 50 100 0.0 0.002 100 1346 -47 1821.423810670812 1823.2032918498744 50 TCGA 1 50 100 0.0 0.002 100 1346 -48 1821.364021084114 1821.9958882547503 50 TCGA 1 50 100 0.0 0.002 100 1346 -49 1821.5591445447665 1821.58957445921 50 TCGA 1 50 100 0.0 0.002 100 1346 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index e0f62e0de..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_100z_0.002lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2258.0734139497904 2323.6873356038004 50 TCGA 1 50 100 1.0 0.002 100 7931 -1 1937.6988534928432 1955.4935308868562 50 TCGA 1 50 100 1.0 0.002 100 7931 -2 1909.793145362947 1928.7148106253926 50 TCGA 1 50 100 1.0 0.002 100 7931 -3 1890.8309823227908 1909.1969791584877 50 TCGA 1 50 100 1.0 0.002 100 7931 -4 1879.8379183255186 1871.1242099167714 50 TCGA 1 50 100 1.0 0.002 100 7931 -5 1871.7307903376231 1868.1338166663395 50 TCGA 1 50 100 1.0 0.002 100 7931 -6 1866.4087226493828 1864.6466598127356 50 TCGA 1 50 100 1.0 0.002 100 7931 -7 1860.89997814207 1860.2438529316505 50 TCGA 1 50 100 1.0 0.002 100 7931 -8 1857.0483093500163 1853.5510781446294 50 TCGA 1 50 100 1.0 0.002 100 7931 -9 1853.1257703550987 1854.4099078154445 50 TCGA 1 50 100 1.0 0.002 100 7931 -10 1851.333405443701 1849.3870708523084 50 TCGA 1 50 100 1.0 0.002 100 7931 -11 1849.2905678521815 1850.9756301036432 50 TCGA 1 50 100 1.0 0.002 100 7931 -12 1847.0416399698888 1848.733498424741 50 TCGA 1 50 100 1.0 0.002 100 7931 -13 1844.9786113164616 1844.0813638505026 50 TCGA 1 50 100 1.0 0.002 100 7931 -14 1842.5613925651535 1842.6590582306062 50 TCGA 1 50 100 1.0 0.002 100 7931 -15 1841.4324832766806 1843.547585952222 50 TCGA 1 50 100 1.0 0.002 100 7931 -16 1839.7504942083162 1840.3463061155387 50 TCGA 1 50 100 1.0 0.002 100 7931 -17 1838.4832180911828 1838.500472332365 50 TCGA 1 50 100 1.0 0.002 100 7931 -18 1837.2511739406166 1837.4409725630103 50 TCGA 1 50 100 1.0 0.002 100 7931 -19 1836.2589188039349 1836.290851842219 50 TCGA 1 50 100 1.0 0.002 100 7931 -20 1834.738293894408 1836.213988030975 50 TCGA 1 50 100 1.0 0.002 100 7931 -21 1834.2345286540813 1835.079500898045 50 TCGA 1 50 100 1.0 0.002 100 7931 -22 1833.4510512353586 1835.7370679078988 50 TCGA 1 50 100 1.0 0.002 100 7931 -23 1832.431550806103 1831.636141523045 50 TCGA 1 50 100 1.0 0.002 100 7931 -24 1831.4261106449999 1831.5440925329774 50 TCGA 1 50 100 1.0 0.002 100 7931 -25 1830.150222718709 1834.0348053745288 50 TCGA 1 50 100 1.0 0.002 100 7931 -26 1830.2624998283195 1830.7075753523477 50 TCGA 1 50 100 1.0 0.002 100 7931 -27 1829.0056984858104 1829.182123385482 50 TCGA 1 50 100 1.0 0.002 100 7931 -28 1828.2911046808726 1829.7710991480842 50 TCGA 1 50 100 1.0 0.002 100 7931 -29 1828.0550125484847 1829.5347403521514 50 TCGA 1 50 100 1.0 0.002 100 7931 -30 1827.5755534435518 1828.1928704803313 50 TCGA 1 50 100 1.0 0.002 100 7931 -31 1826.572064949527 1828.9665643893295 50 TCGA 1 50 100 1.0 0.002 100 7931 -32 1826.1942886708503 1828.7504324601523 50 TCGA 1 50 100 1.0 0.002 100 7931 -33 1825.6961638992127 1827.8290610768688 50 TCGA 1 50 100 1.0 0.002 100 7931 -34 1825.5171255696523 1827.3333040937107 50 TCGA 1 50 100 1.0 0.002 100 7931 -35 1824.7949027993848 1826.3433659999214 50 TCGA 1 50 100 1.0 0.002 100 7931 -36 1824.1966335681125 1824.6137290456188 50 TCGA 1 50 100 1.0 0.002 100 7931 -37 1823.7739955026238 1824.68619035117 50 TCGA 1 50 100 1.0 0.002 100 7931 -38 1823.6610398188755 1823.8011959210114 50 TCGA 1 50 100 1.0 0.002 100 7931 -39 1823.3453397345286 1826.0586231940954 50 TCGA 1 50 100 1.0 0.002 100 7931 -40 1823.130775483169 1825.1066078684437 50 TCGA 1 50 100 1.0 0.002 100 7931 -41 1823.0015304638666 1824.378512435223 50 TCGA 1 50 100 1.0 0.002 100 7931 -42 1822.2982945936653 1826.0674993620446 50 TCGA 1 50 100 1.0 0.002 100 7931 -43 1822.5583356705504 1822.983444443899 50 TCGA 1 50 100 1.0 0.002 100 7931 -44 1821.8078133120762 1825.0582109767588 50 TCGA 1 50 100 1.0 0.002 100 7931 -45 1821.9943154257633 1824.3901692299387 50 TCGA 1 50 100 1.0 0.002 100 7931 -46 1821.531671938985 1823.3166822883952 50 TCGA 1 50 100 1.0 0.002 100 7931 -47 1821.5897009281432 1822.4059678274184 50 TCGA 1 50 100 1.0 0.002 100 7931 -48 1821.7205623197083 1822.1863430924152 50 TCGA 1 50 100 1.0 0.002 100 7931 -49 1820.8398923110665 1823.28823193114 50 TCGA 1 50 100 1.0 0.002 100 7931 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index e00335f20..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3357.6411614335534 4583.998341315954 100 TCGA 1 100 100 0.5 0.0005 125 8840 -1 2125.3329682033473 2910.2171735140546 100 TCGA 1 100 100 0.5 0.0005 125 8840 -2 2014.537503940477 2426.7364127767746 100 TCGA 1 100 100 0.5 0.0005 125 8840 -3 1978.2838500336168 2074.829506418813 100 TCGA 1 100 100 0.5 0.0005 125 8840 -4 1960.2772077544882 1969.3390297434437 100 TCGA 1 100 100 0.5 0.0005 125 8840 -5 1945.9695656460594 1998.4597566690877 100 TCGA 1 100 100 0.5 0.0005 125 8840 -6 1933.9612287437694 1953.2272832669205 100 TCGA 1 100 100 0.5 0.0005 125 8840 -7 1924.803002387395 1947.1670639574827 100 TCGA 1 100 100 0.5 0.0005 125 8840 -8 1917.0333143767136 1920.031212581462 100 TCGA 1 100 100 0.5 0.0005 125 8840 -9 1912.4639455746535 1923.2681670069096 100 TCGA 1 100 100 0.5 0.0005 125 8840 -10 1906.1141404838404 1901.82651416261 100 TCGA 1 100 100 0.5 0.0005 125 8840 -11 1901.736076762892 1903.6515555070273 100 TCGA 1 100 100 0.5 0.0005 125 8840 -12 1897.3990211184503 1890.976159483943 100 TCGA 1 100 100 0.5 0.0005 125 8840 -13 1893.735847623876 1894.3542455932004 100 TCGA 1 100 100 0.5 0.0005 125 8840 -14 1890.9812052867578 1891.058131845752 100 TCGA 1 100 100 0.5 0.0005 125 8840 -15 1887.1663979003306 1894.0185712498037 100 TCGA 1 100 100 0.5 0.0005 125 8840 -16 1885.2465534723287 1884.0555505800487 100 TCGA 1 100 100 0.5 0.0005 125 8840 -17 1881.5933330615512 1880.5273075582993 100 TCGA 1 100 100 0.5 0.0005 125 8840 -18 1879.9546418520526 1877.0460395237908 100 TCGA 1 100 100 0.5 0.0005 125 8840 -19 1878.1814043462537 1881.976891905818 100 TCGA 1 100 100 0.5 0.0005 125 8840 -20 1875.443035811688 1872.6707315876256 100 TCGA 1 100 100 0.5 0.0005 125 8840 -21 1874.0080530435089 1877.837201142431 100 TCGA 1 100 100 0.5 0.0005 125 8840 -22 1871.6484309734144 1868.8588744503768 100 TCGA 1 100 100 0.5 0.0005 125 8840 -23 1870.7850593458743 1869.625648383519 100 TCGA 1 100 100 0.5 0.0005 125 8840 -24 1869.822770461159 1867.6880802940484 100 TCGA 1 100 100 0.5 0.0005 125 8840 -25 1866.9466105138688 1866.1953149536746 100 TCGA 1 100 100 0.5 0.0005 125 8840 -26 1865.4358151871547 1862.7022367697864 100 TCGA 1 100 100 0.5 0.0005 125 8840 -27 1864.8479252161758 1862.4969678715845 100 TCGA 1 100 100 0.5 0.0005 125 8840 -28 1862.7896225600653 1859.967235469339 100 TCGA 1 100 100 0.5 0.0005 125 8840 -29 1861.3957984703754 1859.3966868031564 100 TCGA 1 100 100 0.5 0.0005 125 8840 -30 1860.5528863667776 1859.3326305600267 100 TCGA 1 100 100 0.5 0.0005 125 8840 -31 1859.666473766778 1858.4960968170933 100 TCGA 1 100 100 0.5 0.0005 125 8840 -32 1857.6839289630627 1854.728326692054 100 TCGA 1 100 100 0.5 0.0005 125 8840 -33 1856.9056123430566 1857.321100129554 100 TCGA 1 100 100 0.5 0.0005 125 8840 -34 1855.5682689838343 1852.9596640428706 100 TCGA 1 100 100 0.5 0.0005 125 8840 -35 1854.6037790319965 1851.460279915201 100 TCGA 1 100 100 0.5 0.0005 125 8840 -36 1853.9213178421533 1851.5129149163788 100 TCGA 1 100 100 0.5 0.0005 125 8840 -37 1852.9393200725833 1853.2737037236966 100 TCGA 1 100 100 0.5 0.0005 125 8840 -38 1851.9419036057927 1858.4220504377356 100 TCGA 1 100 100 0.5 0.0005 125 8840 -39 1850.703655629116 1848.3687437431297 100 TCGA 1 100 100 0.5 0.0005 125 8840 -40 1850.0266689773596 1847.8977688736652 100 TCGA 1 100 100 0.5 0.0005 125 8840 -41 1849.052091458637 1847.7043463165437 100 TCGA 1 100 100 0.5 0.0005 125 8840 -42 1848.0720856329442 1846.96668277913 100 TCGA 1 100 100 0.5 0.0005 125 8840 -43 1847.2008054051792 1843.5863895895493 100 TCGA 1 100 100 0.5 0.0005 125 8840 -44 1846.001019932274 1844.7155455009422 100 TCGA 1 100 100 0.5 0.0005 125 8840 -45 1845.1821723850273 1844.0797407447394 100 TCGA 1 100 100 0.5 0.0005 125 8840 -46 1845.1541502516454 1842.3796589146907 100 TCGA 1 100 100 0.5 0.0005 125 8840 -47 1844.3757281571125 1843.3519477269158 100 TCGA 1 100 100 0.5 0.0005 125 8840 -48 1843.6432528976404 1841.0309175270886 100 TCGA 1 100 100 0.5 0.0005 125 8840 -49 1842.7178546859957 1842.0487698502277 100 TCGA 1 100 100 0.5 0.0005 125 8840 -50 1841.6959143901645 1840.3982295510757 100 TCGA 1 100 100 0.5 0.0005 125 8840 -51 1841.4231885468698 1838.9014193280857 100 TCGA 1 100 100 0.5 0.0005 125 8840 -52 1840.0100276149508 1838.7904034331816 100 TCGA 1 100 100 0.5 0.0005 125 8840 -53 1839.7890359440185 1839.9377876933495 100 TCGA 1 100 100 0.5 0.0005 125 8840 -54 1838.9714320860135 1836.4873390389448 100 TCGA 1 100 100 0.5 0.0005 125 8840 -55 1838.5108239810133 1835.9864692112908 100 TCGA 1 100 100 0.5 0.0005 125 8840 -56 1837.5466689833547 1837.5664675918656 100 TCGA 1 100 100 0.5 0.0005 125 8840 -57 1836.9783184921412 1834.8197775989322 100 TCGA 1 100 100 0.5 0.0005 125 8840 -58 1835.9529452123259 1833.96086450318 100 TCGA 1 100 100 0.5 0.0005 125 8840 -59 1835.7770299425028 1833.9843296070194 100 TCGA 1 100 100 0.5 0.0005 125 8840 -60 1834.9245410352457 1832.4539114027168 100 TCGA 1 100 100 0.5 0.0005 125 8840 -61 1834.4553282608183 1832.5613995269316 100 TCGA 1 100 100 0.5 0.0005 125 8840 -62 1834.2327640506621 1832.6633153560772 100 TCGA 1 100 100 0.5 0.0005 125 8840 -63 1833.3803239361039 1831.484768814777 100 TCGA 1 100 100 0.5 0.0005 125 8840 -64 1832.592952475775 1831.2085230841708 100 TCGA 1 100 100 0.5 0.0005 125 8840 -65 1832.0599091090533 1830.9080847351995 100 TCGA 1 100 100 0.5 0.0005 125 8840 -66 1831.6520104308734 1830.9116094387955 100 TCGA 1 100 100 0.5 0.0005 125 8840 -67 1831.073745415857 1829.4541635177843 100 TCGA 1 100 100 0.5 0.0005 125 8840 -68 1830.6171419774066 1829.0667374960742 100 TCGA 1 100 100 0.5 0.0005 125 8840 -69 1830.2130319480584 1830.3128165240264 100 TCGA 1 100 100 0.5 0.0005 125 8840 -70 1829.6033318314467 1828.4067014761306 100 TCGA 1 100 100 0.5 0.0005 125 8840 -71 1829.2188780791314 1828.5180614989008 100 TCGA 1 100 100 0.5 0.0005 125 8840 -72 1828.6625444761596 1826.577502993483 100 TCGA 1 100 100 0.5 0.0005 125 8840 -73 1828.1743553341307 1826.5155470958307 100 TCGA 1 100 100 0.5 0.0005 125 8840 -74 1827.5826789625175 1826.0300943192526 100 TCGA 1 100 100 0.5 0.0005 125 8840 -75 1827.1117261649642 1825.261445778698 100 TCGA 1 100 100 0.5 0.0005 125 8840 -76 1826.988873139092 1826.5660510805983 100 TCGA 1 100 100 0.5 0.0005 125 8840 -77 1826.4312922361373 1825.4310038964354 100 TCGA 1 100 100 0.5 0.0005 125 8840 -78 1825.9292607512348 1825.545201593907 100 TCGA 1 100 100 0.5 0.0005 125 8840 -79 1825.3988089839827 1824.287064595438 100 TCGA 1 100 100 0.5 0.0005 125 8840 -80 1825.2685565678107 1823.97130550212 100 TCGA 1 100 100 0.5 0.0005 125 8840 -81 1824.9656276215346 1823.1556249263897 100 TCGA 1 100 100 0.5 0.0005 125 8840 -82 1824.1582943473175 1823.3060290466 100 TCGA 1 100 100 0.5 0.0005 125 8840 -83 1824.0095324937301 1822.0739378042556 100 TCGA 1 100 100 0.5 0.0005 125 8840 -84 1823.6552818171454 1823.2962720094613 100 TCGA 1 100 100 0.5 0.0005 125 8840 -85 1823.1006122482236 1821.3881523093985 100 TCGA 1 100 100 0.5 0.0005 125 8840 -86 1822.7414756797896 1822.9235336840452 100 TCGA 1 100 100 0.5 0.0005 125 8840 -87 1822.7022028575054 1821.5340582306062 100 TCGA 1 100 100 0.5 0.0005 125 8840 -88 1822.1390406883963 1820.5630477828597 100 TCGA 1 100 100 0.5 0.0005 125 8840 -89 1821.7943070951696 1820.3335200170775 100 TCGA 1 100 100 0.5 0.0005 125 8840 -90 1821.444026449267 1820.0293471753298 100 TCGA 1 100 100 0.5 0.0005 125 8840 -91 1821.092144964103 1821.2233684290593 100 TCGA 1 100 100 0.5 0.0005 125 8840 -92 1820.5718373229347 1819.2477665426743 100 TCGA 1 100 100 0.5 0.0005 125 8840 -93 1820.320313808042 1818.974206358943 100 TCGA 1 100 100 0.5 0.0005 125 8840 -94 1820.1480491885995 1819.533449105881 100 TCGA 1 100 100 0.5 0.0005 125 8840 -95 1819.9737477022059 1818.613641326751 100 TCGA 1 100 100 0.5 0.0005 125 8840 -96 1819.635236111426 1820.2017607569096 100 TCGA 1 100 100 0.5 0.0005 125 8840 -97 1819.3105697657384 1817.8953378955323 100 TCGA 1 100 100 0.5 0.0005 125 8840 -98 1819.1478979598467 1817.9885008538788 100 TCGA 1 100 100 0.5 0.0005 125 8840 -99 1818.6012142610173 1817.8399057052843 100 TCGA 1 100 100 0.5 0.0005 125 8840 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index 4c138058e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3340.5911986092024 4476.578785038474 100 TCGA 1 100 100 0.0 0.0005 125 5171 -1 2129.048966205204 2887.517417409312 100 TCGA 1 100 100 0.0 0.0005 125 5171 -2 2017.3393709608747 2159.8839608197236 100 TCGA 1 100 100 0.0 0.0005 125 5171 -3 1978.7667560204823 2092.610690169598 100 TCGA 1 100 100 0.0 0.0005 125 5171 -4 1958.655956753291 2160.8238543793186 100 TCGA 1 100 100 0.0 0.0005 125 5171 -5 1943.6578251553083 1960.655807725149 100 TCGA 1 100 100 0.0 0.0005 125 5171 -6 1933.4317628179415 1941.3664501707758 100 TCGA 1 100 100 0.0 0.0005 125 5171 -7 1925.2323890240655 1969.5124965648556 100 TCGA 1 100 100 0.0 0.0005 125 5171 -8 1916.611969992204 1962.358305811283 100 TCGA 1 100 100 0.0 0.0005 125 5171 -9 1912.8896437912251 1906.3350290269707 100 TCGA 1 100 100 0.0 0.0005 125 5171 -10 1907.5428449765075 1920.5214911226053 100 TCGA 1 100 100 0.0 0.0005 125 5171 -11 1900.616819449628 1925.0386018225895 100 TCGA 1 100 100 0.0 0.0005 125 5171 -12 1897.297317486148 1897.4212468592964 100 TCGA 1 100 100 0.0 0.0005 125 5171 -13 1894.9156948549032 1909.9882941317917 100 TCGA 1 100 100 0.0 0.0005 125 5171 -14 1890.9228419293142 1892.773368183692 100 TCGA 1 100 100 0.0 0.0005 125 5171 -15 1887.6523138149093 1888.2424169185772 100 TCGA 1 100 100 0.0 0.0005 125 5171 -16 1883.768214228643 1885.3854735101288 100 TCGA 1 100 100 0.0 0.0005 125 5171 -17 1881.5116698210468 1879.4139901165986 100 TCGA 1 100 100 0.0 0.0005 125 5171 -18 1880.6465770688649 1881.0973795981863 100 TCGA 1 100 100 0.0 0.0005 125 5171 -19 1878.261380144203 1874.9275344005182 100 TCGA 1 100 100 0.0 0.0005 125 5171 -20 1876.0521788930823 1876.4087275979507 100 TCGA 1 100 100 0.0 0.0005 125 5171 -21 1874.237477185564 1876.3682057749686 100 TCGA 1 100 100 0.0 0.0005 125 5171 -22 1872.7006834574956 1871.0062899948964 100 TCGA 1 100 100 0.0 0.0005 125 5171 -23 1870.580508157496 1871.981006718161 100 TCGA 1 100 100 0.0 0.0005 125 5171 -24 1868.0235743266635 1871.649073615146 100 TCGA 1 100 100 0.0 0.0005 125 5171 -25 1867.1013959971292 1868.4158757655464 100 TCGA 1 100 100 0.0 0.0005 125 5171 -26 1865.6729120049497 1868.8014394482177 100 TCGA 1 100 100 0.0 0.0005 125 5171 -27 1864.58205201517 1865.462079685537 100 TCGA 1 100 100 0.0 0.0005 125 5171 -28 1862.9194668125715 1860.06786189247 100 TCGA 1 100 100 0.0 0.0005 125 5171 -29 1861.5865763423565 1860.3005880231235 100 TCGA 1 100 100 0.0 0.0005 125 5171 -30 1861.0754592236376 1862.0626153227072 100 TCGA 1 100 100 0.0 0.0005 125 5171 -31 1858.9937796871077 1858.7061516076476 100 TCGA 1 100 100 0.0 0.0005 125 5171 -32 1858.2594208332534 1858.1212869768765 100 TCGA 1 100 100 0.0 0.0005 125 5171 -33 1856.4018754163935 1858.96751334799 100 TCGA 1 100 100 0.0 0.0005 125 5171 -34 1855.7461311245806 1855.445567068742 100 TCGA 1 100 100 0.0 0.0005 125 5171 -35 1854.5916718888434 1854.577178495014 100 TCGA 1 100 100 0.0 0.0005 125 5171 -36 1853.5146298115242 1854.1432485915907 100 TCGA 1 100 100 0.0 0.0005 125 5171 -37 1852.3686096007464 1858.78481396239 100 TCGA 1 100 100 0.0 0.0005 125 5171 -38 1852.0564220729505 1855.598270895493 100 TCGA 1 100 100 0.0 0.0005 125 5171 -39 1850.6209538848634 1850.5248557239322 100 TCGA 1 100 100 0.0 0.0005 125 5171 -40 1849.7433967850068 1850.5891229830795 100 TCGA 1 100 100 0.0 0.0005 125 5171 -41 1849.023452814994 1849.001821239989 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1832.4341200632066 100 TCGA 1 100 100 0.0 0.0005 125 5171 -67 1830.9873677732849 1831.5162887189856 100 TCGA 1 100 100 0.0 0.0005 125 5171 -68 1830.4556618524537 1831.9404695597127 100 TCGA 1 100 100 0.0 0.0005 125 5171 -69 1829.661697328084 1830.6867111436086 100 TCGA 1 100 100 0.0 0.0005 125 5171 -70 1829.359404267444 1830.04881892372 100 TCGA 1 100 100 0.0 0.0005 125 5171 -71 1828.8776954934458 1830.2751366696766 100 TCGA 1 100 100 0.0 0.0005 125 5171 -72 1828.326984932226 1830.5810503935695 100 TCGA 1 100 100 0.0 0.0005 125 5171 -73 1827.7492872532596 1829.0134682200062 100 TCGA 1 100 100 0.0 0.0005 125 5171 -74 1827.4399757151066 1829.0768644246623 100 TCGA 1 100 100 0.0 0.0005 125 5171 -75 1826.9638794231446 1828.302777314306 100 TCGA 1 100 100 0.0 0.0005 125 5171 -76 1826.5632033043107 1828.0515713332286 100 TCGA 1 100 100 0.0 0.0005 125 5171 -77 1825.9535134885311 1826.7381947579695 100 TCGA 1 100 100 0.0 0.0005 125 5171 -78 1825.5678237862242 1828.6577356999842 100 TCGA 1 100 100 0.0 0.0005 125 5171 -79 1825.3177767648324 1826.785774576005 100 TCGA 1 100 100 0.0 0.0005 125 5171 -80 1824.9057845822374 1827.528614140036 100 TCGA 1 100 100 0.0 0.0005 125 5171 -81 1824.4638934845982 1826.9169345261464 100 TCGA 1 100 100 0.0 0.0005 125 5171 -82 1824.0950429452053 1828.5135872232256 100 TCGA 1 100 100 0.0 0.0005 125 5171 -83 1823.661977807756 1825.213626727387 100 TCGA 1 100 100 0.0 0.0005 125 5171 -84 1823.1886972264926 1824.2235254642353 100 TCGA 1 100 100 0.0 0.0005 125 5171 -85 1822.8584535660282 1823.7635013446136 100 TCGA 1 100 100 0.0 0.0005 125 5171 -86 1822.6370106614158 1823.9611147779915 100 TCGA 1 100 100 0.0 0.0005 125 5171 -87 1822.2211527645036 1823.8655079597204 100 TCGA 1 100 100 0.0 0.0005 125 5171 -88 1821.766732979864 1823.3719329067212 100 TCGA 1 100 100 0.0 0.0005 125 5171 -89 1821.5987282178273 1823.0182866235475 100 TCGA 1 100 100 0.0 0.0005 125 5171 -90 1821.1819273451235 1822.996895488183 100 TCGA 1 100 100 0.0 0.0005 125 5171 -91 1821.0694845092924 1822.8825438226288 100 TCGA 1 100 100 0.0 0.0005 125 5171 -92 1820.452340746953 1822.070365867423 100 TCGA 1 100 100 0.0 0.0005 125 5171 -93 1820.2225443442653 1821.3608349364008 100 TCGA 1 100 100 0.0 0.0005 125 5171 -94 1819.7390816764434 1821.5438772230293 100 TCGA 1 100 100 0.0 0.0005 125 5171 -95 1819.5864258493773 1821.4594738830874 100 TCGA 1 100 100 0.0 0.0005 125 5171 -96 1819.4432873509268 1821.025110906093 100 TCGA 1 100 100 0.0 0.0005 125 5171 -97 1818.9215257663602 1820.956108054923 100 TCGA 1 100 100 0.0 0.0005 125 5171 -98 1818.8805764563742 1820.8894466227623 100 TCGA 1 100 100 0.0 0.0005 125 5171 -99 1818.2819016775204 1820.337892465256 100 TCGA 1 100 100 0.0 0.0005 125 5171 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index 97113c0b1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3353.6533726886896 4259.807889545383 100 TCGA 1 100 100 1.0 0.0005 125 9228 -1 2129.129937232505 3218.485884009893 100 TCGA 1 100 100 1.0 0.0005 125 9228 -2 2015.403262745018 2090.947203056297 100 TCGA 1 100 100 1.0 0.0005 125 9228 -3 1978.9678749879006 1999.101054589353 100 TCGA 1 100 100 1.0 0.0005 125 9228 -4 1957.4298151567427 1997.2163705490343 100 TCGA 1 100 100 1.0 0.0005 125 9228 -5 1944.9975467941194 2000.7250909086447 100 TCGA 1 100 100 1.0 0.0005 125 9228 -6 1932.6955745989542 1939.6644857588724 100 TCGA 1 100 100 1.0 0.0005 125 9228 -7 1925.0008844681545 1925.239687205559 100 TCGA 1 100 100 1.0 0.0005 125 9228 -8 1917.1244533337417 1914.56167863242 100 TCGA 1 100 100 1.0 0.0005 125 9228 -9 1911.575671657865 1909.1152760874686 100 TCGA 1 100 100 1.0 0.0005 125 9228 -10 1906.862213914822 1919.4296997683732 100 TCGA 1 100 100 1.0 0.0005 125 9228 -11 1901.9649790369888 1914.5070923464982 100 TCGA 1 100 100 1.0 0.0005 125 9228 -12 1898.0414576751339 1897.070228461644 100 TCGA 1 100 100 1.0 0.0005 125 9228 -13 1895.4133423273952 1888.4329527275047 100 TCGA 1 100 100 1.0 0.0005 125 9228 -14 1890.3281719941408 1891.914552621506 100 TCGA 1 100 100 1.0 0.0005 125 9228 -15 1887.7756110573603 1895.8572034979586 100 TCGA 1 100 100 1.0 0.0005 125 9228 -16 1884.085657742476 1886.1479302027717 100 TCGA 1 100 100 1.0 0.0005 125 9228 -17 1882.2642379575095 1881.9783524556376 100 TCGA 1 100 100 1.0 0.0005 125 9228 -18 1879.0470847363902 1886.4014843504633 100 TCGA 1 100 100 1.0 0.0005 125 9228 -19 1878.6505553838144 1888.8694553087705 100 TCGA 1 100 100 1.0 0.0005 125 9228 -20 1875.2354413677717 1875.4710104477465 100 TCGA 1 100 100 1.0 0.0005 125 9228 -21 1873.5336564024958 1877.0958018854035 100 TCGA 1 100 100 1.0 0.0005 125 9228 -22 1870.7468063468605 1872.9420687421482 100 TCGA 1 100 100 1.0 0.0005 125 9228 -23 1869.212374098214 1868.9364903128926 100 TCGA 1 100 100 1.0 0.0005 125 9228 -24 1868.0303613079593 1868.3387346890704 100 TCGA 1 100 100 1.0 0.0005 125 9228 -25 1867.507340528401 1867.169622526696 100 TCGA 1 100 100 1.0 0.0005 125 9228 -26 1865.3845308586774 1868.194726071765 100 TCGA 1 100 100 1.0 0.0005 125 9228 -27 1863.8221800163635 1863.1152779277245 100 TCGA 1 100 100 1.0 0.0005 125 9228 -28 1862.3633762193133 1864.6349220467573 100 TCGA 1 100 100 1.0 0.0005 125 9228 -29 1861.767890842462 1870.2092101130654 100 TCGA 1 100 100 1.0 0.0005 125 9228 -30 1860.2497115085694 1858.3975044902245 100 TCGA 1 100 100 1.0 0.0005 125 9228 -31 1858.4975904091511 1859.691376192486 100 TCGA 1 100 100 1.0 0.0005 125 9228 -32 1856.8977705756126 1859.0765258175643 100 TCGA 1 100 100 1.0 0.0005 125 9228 -33 1856.5298874151736 1855.888885958111 100 TCGA 1 100 100 1.0 0.0005 125 9228 -34 1855.6454764603636 1856.692272397142 100 TCGA 1 100 100 1.0 0.0005 125 9228 -35 1854.4196314896333 1855.1463911353644 100 TCGA 1 100 100 1.0 0.0005 125 9228 -36 1853.2682501998033 1852.8612723039023 100 TCGA 1 100 100 1.0 0.0005 125 9228 -37 1852.0704421324315 1857.9058991245288 100 TCGA 1 100 100 1.0 0.0005 125 9228 -38 1851.6489538905316 1850.6837839097832 100 TCGA 1 100 100 1.0 0.0005 125 9228 -39 1850.4951200624678 1853.8774052145493 100 TCGA 1 100 100 1.0 0.0005 125 9228 -40 1849.5488538770805 1852.8929768471262 100 TCGA 1 100 100 1.0 0.0005 125 9228 -41 1848.6571319883244 1849.5458168528187 100 TCGA 1 100 100 1.0 0.0005 125 9228 -42 1848.3078344860091 1851.723115700573 100 TCGA 1 100 100 1.0 0.0005 125 9228 -43 1846.4316291796308 1850.254638671875 100 TCGA 1 100 100 1.0 0.0005 125 9228 -44 1845.9704731684576 1850.768761409587 100 TCGA 1 100 100 1.0 0.0005 125 9228 -45 1845.0991999577939 1845.6512917370053 100 TCGA 1 100 100 1.0 0.0005 125 9228 -46 1844.379019654533 1843.8095335073806 100 TCGA 1 100 100 1.0 0.0005 125 9228 -47 1843.795151722539 1843.453656220556 100 TCGA 1 100 100 1.0 0.0005 125 9228 -48 1843.3183364706363 1843.1099442525126 100 TCGA 1 100 100 1.0 0.0005 125 9228 -49 1842.1679058685968 1843.3518790240264 100 TCGA 1 100 100 1.0 0.0005 125 9228 -50 1841.2485400341573 1841.7412735062028 100 TCGA 1 100 100 1.0 0.0005 125 9228 -51 1840.3820988403552 1846.990601812775 100 TCGA 1 100 100 1.0 0.0005 125 9228 -52 1840.2612908703234 1840.699616245289 100 TCGA 1 100 100 1.0 0.0005 125 9228 -53 1839.3273724942271 1842.1395858687972 100 TCGA 1 100 100 1.0 0.0005 125 9228 -54 1838.6679269471515 1838.914351420187 100 TCGA 1 100 100 1.0 0.0005 125 9228 -55 1837.546126486481 1838.2376518824592 100 TCGA 1 100 100 1.0 0.0005 125 9228 -56 1836.8331882814462 1837.8795914386385 100 TCGA 1 100 100 1.0 0.0005 125 9228 -57 1836.4923875487027 1840.2341026421168 100 TCGA 1 100 100 1.0 0.0005 125 9228 -58 1836.019271453745 1839.0291392264055 100 TCGA 1 100 100 1.0 0.0005 125 9228 -59 1835.3435367209954 1838.187309226798 100 TCGA 1 100 100 1.0 0.0005 125 9228 -60 1834.768642789592 1837.5638636296717 100 TCGA 1 100 100 1.0 0.0005 125 9228 -61 1834.3332637800065 1835.147571352858 100 TCGA 1 100 100 1.0 0.0005 125 9228 -62 1833.661353231235 1836.1412942397535 100 TCGA 1 100 100 1.0 0.0005 125 9228 -63 1832.9573020692355 1835.9139250942212 100 TCGA 1 100 100 1.0 0.0005 125 9228 -64 1832.6228818709276 1834.055370234964 100 TCGA 1 100 100 1.0 0.0005 125 9228 -65 1832.1194041682509 1833.3572672934988 100 TCGA 1 100 100 1.0 0.0005 125 9228 -66 1831.146632538029 1833.000921354821 100 TCGA 1 100 100 1.0 0.0005 125 9228 -67 1830.7781410698433 1833.719329067211 100 TCGA 1 100 100 1.0 0.0005 125 9228 -68 1830.0092541123756 1833.6438963616913 100 TCGA 1 100 100 1.0 0.0005 125 9228 -69 1829.8076362767408 1831.2163312902403 100 TCGA 1 100 100 1.0 0.0005 125 9228 -70 1829.1390549269806 1831.4727028698178 100 TCGA 1 100 100 1.0 0.0005 125 9228 -71 1828.6239612509942 1830.9873752306455 100 TCGA 1 100 100 1.0 0.0005 125 9228 -72 1828.211178602152 1829.1363163473618 100 TCGA 1 100 100 1.0 0.0005 125 9228 -73 1827.7371184686183 1829.6814473981235 100 TCGA 1 100 100 1.0 0.0005 125 9228 -74 1827.074211187881 1828.9102120710977 100 TCGA 1 100 100 1.0 0.0005 125 9228 -75 1827.1447121549602 1827.932378567643 100 TCGA 1 100 100 1.0 0.0005 125 9228 -76 1826.6759517860007 1828.2537430806376 100 TCGA 1 100 100 1.0 0.0005 125 9228 -77 1825.9178595421024 1828.5458229870053 100 TCGA 1 100 100 1.0 0.0005 125 9228 -78 1825.806741316998 1827.5199293587077 100 TCGA 1 100 100 1.0 0.0005 125 9228 -79 1825.3587793911631 1826.6861590668184 100 TCGA 1 100 100 1.0 0.0005 125 9228 -80 1824.8617464532435 1826.9300095447943 100 TCGA 1 100 100 1.0 0.0005 125 9228 -81 1824.3568855095739 1826.0314855527638 100 TCGA 1 100 100 1.0 0.0005 125 9228 -82 1823.9863296510491 1828.1927557710428 100 TCGA 1 100 100 1.0 0.0005 125 9228 -83 1823.4713803502195 1825.854009427018 100 TCGA 1 100 100 1.0 0.0005 125 9228 -84 1823.0615050022805 1826.2044291280622 100 TCGA 1 100 100 1.0 0.0005 125 9228 -85 1822.7195261459103 1824.675068457522 100 TCGA 1 100 100 1.0 0.0005 125 9228 -86 1822.5769794411738 1824.464011340884 100 TCGA 1 100 100 1.0 0.0005 125 9228 -87 1822.0789326751774 1823.8413153413553 100 TCGA 1 100 100 1.0 0.0005 125 9228 -88 1821.8597038772332 1823.4685635207286 100 TCGA 1 100 100 1.0 0.0005 125 9228 -89 1821.5259517478496 1823.1252883067682 100 TCGA 1 100 100 1.0 0.0005 125 9228 -90 1821.0079797113935 1823.7355294539102 100 TCGA 1 100 100 1.0 0.0005 125 9228 -91 1820.6537697884983 1825.192448448296 100 TCGA 1 100 100 1.0 0.0005 125 9228 -92 1820.6093731333149 1824.5261156858512 100 TCGA 1 100 100 1.0 0.0005 125 9228 -93 1819.9660862265773 1822.710552886503 100 TCGA 1 100 100 1.0 0.0005 125 9228 -94 1819.8633232299792 1823.3317717739087 100 TCGA 1 100 100 1.0 0.0005 125 9228 -95 1819.5131562338674 1822.3207799250158 100 TCGA 1 100 100 1.0 0.0005 125 9228 -96 1819.0772535168894 1821.8673377875707 100 TCGA 1 100 100 1.0 0.0005 125 9228 -97 1819.0006435295077 1821.2985490195117 100 TCGA 1 100 100 1.0 0.0005 125 9228 -98 1818.6759542794562 1820.21336970497 100 TCGA 1 100 100 1.0 0.0005 125 9228 -99 1818.5063736535885 1820.9470337527482 100 TCGA 1 100 100 1.0 0.0005 125 9228 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 9983fcf15..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3346.4772968021857 4500.844824709485 100 TCGA 1 50 100 0.5 0.0005 125 1589 -1 2125.925090058705 3255.233041427842 100 TCGA 1 50 100 0.5 0.0005 125 1589 -2 2014.4066919547556 2391.965035136621 100 TCGA 1 50 100 0.5 0.0005 125 1589 -3 1978.2767399931502 2076.8058284586996 100 TCGA 1 50 100 0.5 0.0005 125 1589 -4 1958.6346240566836 1967.212204209524 100 TCGA 1 50 100 0.5 0.0005 125 1589 -5 1945.3910797626688 1955.3944478250628 100 TCGA 1 50 100 0.5 0.0005 125 1589 -6 1933.2687654594235 1972.0133835682318 100 TCGA 1 50 100 0.5 0.0005 125 1589 -7 1925.0134420819627 1927.453415147024 100 TCGA 1 50 100 0.5 0.0005 125 1589 -8 1918.0798467786626 1947.4643916604507 100 TCGA 1 50 100 0.5 0.0005 125 1589 -9 1909.8215185830284 1905.446224653541 100 TCGA 1 50 100 0.5 0.0005 125 1589 -10 1906.9401581052398 1908.251194326123 100 TCGA 1 50 100 0.5 0.0005 125 1589 -11 1902.4478065276974 1901.1820687912218 100 TCGA 1 50 100 0.5 0.0005 125 1589 -12 1898.2646482331184 1893.6212507851758 100 TCGA 1 50 100 0.5 0.0005 125 1589 -13 1893.6955719964953 1911.333836541104 100 TCGA 1 50 100 0.5 0.0005 125 1589 -14 1891.3903777118985 1886.6707438559988 100 TCGA 1 50 100 0.5 0.0005 125 1589 -15 1887.2444605094431 1886.0454610699985 100 TCGA 1 50 100 0.5 0.0005 125 1589 -16 1883.9363196690522 1886.844503891528 100 TCGA 1 50 100 0.5 0.0005 125 1589 -17 1881.7889671491744 1878.966677258362 100 TCGA 1 50 100 0.5 0.0005 125 1589 -18 1879.4899912699084 1874.7741294362438 100 TCGA 1 50 100 0.5 0.0005 125 1589 -19 1877.5139884757123 1880.5956804285097 100 TCGA 1 50 100 0.5 0.0005 125 1589 -20 1875.3916715427572 1873.2041813069252 100 TCGA 1 50 100 0.5 0.0005 125 1589 -21 1873.9991390629796 1873.7914959318075 100 TCGA 1 50 100 0.5 0.0005 125 1589 -22 1871.8397005602562 1870.478934589942 100 TCGA 1 50 100 0.5 0.0005 125 1589 -23 1870.2096918895716 1872.9004697560065 100 TCGA 1 50 100 0.5 0.0005 125 1589 -24 1868.7008027890947 1868.3378918518374 100 TCGA 1 50 100 0.5 0.0005 125 1589 -25 1866.9605091706837 1868.8959470202576 100 TCGA 1 50 100 0.5 0.0005 125 1589 -26 1866.585243488239 1862.6643931326555 100 TCGA 1 50 100 0.5 0.0005 125 1589 -27 1864.423899426925 1863.0091092670384 100 TCGA 1 50 100 0.5 0.0005 125 1589 -28 1862.815290585388 1862.012720462665 100 TCGA 1 50 100 0.5 0.0005 125 1589 -29 1861.7715818105178 1861.735666859689 100 TCGA 1 50 100 0.5 0.0005 125 1589 -30 1860.3764390916695 1859.796759063874 100 TCGA 1 50 100 0.5 0.0005 125 1589 -31 1859.6262410867826 1859.295588661079 100 TCGA 1 50 100 0.5 0.0005 125 1589 -32 1858.0035701649092 1873.54920231038 100 TCGA 1 50 100 0.5 0.0005 125 1589 -33 1857.2077612601722 1856.9848822972283 100 TCGA 1 50 100 0.5 0.0005 125 1589 -34 1856.427223434644 1856.830019236809 100 TCGA 1 50 100 0.5 0.0005 125 1589 -35 1855.0360786650035 1854.711951481038 100 TCGA 1 50 100 0.5 0.0005 125 1589 -36 1853.6079334012497 1852.4739916624137 100 TCGA 1 50 100 0.5 0.0005 125 1589 -37 1853.0034276564375 1852.2992746937814 100 TCGA 1 50 100 0.5 0.0005 125 1589 -38 1852.4316809290501 1853.2550202182788 100 TCGA 1 50 100 0.5 0.0005 125 1589 -39 1850.7140399989491 1850.1523106253926 100 TCGA 1 50 100 0.5 0.0005 125 1589 -40 1849.6694476143273 1851.4691959553627 100 TCGA 1 50 100 0.5 0.0005 125 1589 -41 1848.7645358232426 1847.124577354546 100 TCGA 1 50 100 0.5 0.0005 125 1589 -42 1848.2002209419518 1847.6635374136306 100 TCGA 1 50 100 0.5 0.0005 125 1589 -43 1847.2532099219143 1851.7967940287374 100 TCGA 1 50 100 0.5 0.0005 125 1589 -44 1846.8446586260586 1846.528154689463 100 TCGA 1 50 100 0.5 0.0005 125 1589 -45 1845.6431921418057 1846.5516645728644 100 TCGA 1 50 100 0.5 0.0005 125 1589 -46 1844.4107892197922 1842.317088984964 100 TCGA 1 50 100 0.5 0.0005 125 1589 -47 1843.6980838735185 1843.9581709818624 100 TCGA 1 50 100 0.5 0.0005 125 1589 -48 1843.2838345278665 1842.7548496878926 100 TCGA 1 50 100 0.5 0.0005 125 1589 -49 1842.3037887932612 1841.147546202693 100 TCGA 1 50 100 0.5 0.0005 125 1589 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index 1fe86d3ad..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3350.7060951278045 4514.465766331658 100 TCGA 1 50 100 0.0 0.0005 125 4078 -1 2130.859706043678 2759.9893976719536 100 TCGA 1 50 100 0.0 0.0005 125 4078 -2 2013.5965353668448 2491.116796138898 100 TCGA 1 50 100 0.0 0.0005 125 4078 -3 1976.0698842796874 2068.324037178078 100 TCGA 1 50 100 0.0 0.0005 125 4078 -4 1957.3959711319449 2013.218584376963 100 TCGA 1 50 100 0.0 0.0005 125 4078 -5 1945.3595353441722 1939.060969520454 100 TCGA 1 50 100 0.0 0.0005 125 4078 -6 1933.793856024995 1940.6198252002198 100 TCGA 1 50 100 0.0 0.0005 125 4078 -7 1924.5916533854966 1925.179712650165 100 TCGA 1 50 100 0.0 0.0005 125 4078 -8 1916.9236807931227 1915.5923035588096 100 TCGA 1 50 100 0.0 0.0005 125 4078 -9 1912.9980958720805 1914.3685051232726 100 TCGA 1 50 100 0.0 0.0005 125 4078 -10 1905.8514788943032 1915.51514592003 100 TCGA 1 50 100 0.0 0.0005 125 4078 -11 1900.6850424612296 1893.625607897888 100 TCGA 1 50 100 0.0 0.0005 125 4078 -12 1897.3876555943439 1898.5720901872644 100 TCGA 1 50 100 0.0 0.0005 125 4078 -13 1893.8086727911746 1890.4810453635364 100 TCGA 1 50 100 0.0 0.0005 125 4078 -14 1891.2748556902452 1890.1364022259736 100 TCGA 1 50 100 0.0 0.0005 125 4078 -15 1886.697858290742 1885.153259584053 100 TCGA 1 50 100 0.0 0.0005 125 4078 -16 1885.1278658114395 1885.4367724854742 100 TCGA 1 50 100 0.0 0.0005 125 4078 -17 1881.560030320963 1879.4521349422896 100 TCGA 1 50 100 0.0 0.0005 125 4078 -18 1879.5923295888083 1879.4086668695038 100 TCGA 1 50 100 0.0 0.0005 125 4078 -19 1878.1621197030831 1878.9361590668184 100 TCGA 1 50 100 0.0 0.0005 125 4078 -20 1875.6680321082936 1877.4609773722127 100 TCGA 1 50 100 0.0 0.0005 125 4078 -21 1874.063538163112 1884.2667309938363 100 TCGA 1 50 100 0.0 0.0005 125 4078 -22 1871.8187704408842 1870.491260624411 100 TCGA 1 50 100 0.0 0.0005 125 4078 -23 1870.9395906601862 1867.659851380928 100 TCGA 1 50 100 0.0 0.0005 125 4078 -24 1869.0769836786856 1867.2064153776696 100 TCGA 1 50 100 0.0 0.0005 125 4078 -25 1866.3978028134024 1865.132605777913 100 TCGA 1 50 100 0.0 0.0005 125 4078 -26 1865.8073272790236 1871.4773470624607 100 TCGA 1 50 100 0.0 0.0005 125 4078 -27 1864.0791046554748 1869.573094353604 100 TCGA 1 50 100 0.0 0.0005 125 4078 -28 1862.8887898849316 1866.861563064345 100 TCGA 1 50 100 0.0 0.0005 125 4078 -29 1860.8024996495537 1862.9054525557474 100 TCGA 1 50 100 0.0 0.0005 125 4078 -30 1860.7165877381292 1880.2561305060458 100 TCGA 1 50 100 0.0 0.0005 125 4078 -31 1859.1948674250186 1857.818912065209 100 TCGA 1 50 100 0.0 0.0005 125 4078 -32 1858.1063114970586 1856.9629108678157 100 TCGA 1 50 100 0.0 0.0005 125 4078 -33 1856.5564497734688 1855.1260145944566 100 TCGA 1 50 100 0.0 0.0005 125 4078 -34 1855.3419563880202 1854.7016963479507 100 TCGA 1 50 100 0.0 0.0005 125 4078 -35 1854.677320747533 1854.5215543047268 100 TCGA 1 50 100 0.0 0.0005 125 4078 -36 1854.2769119598222 1866.4261916270807 100 TCGA 1 50 100 0.0 0.0005 125 4078 -37 1852.4754731324863 1851.3307958248272 100 TCGA 1 50 100 0.0 0.0005 125 4078 -38 1851.3217742371498 1851.5105685900205 100 TCGA 1 50 100 0.0 0.0005 125 4078 -39 1850.8109568372238 1852.148747276421 100 TCGA 1 50 100 0.0 0.0005 125 4078 -40 1850.1109107096609 1850.3306897034 100 TCGA 1 50 100 0.0 0.0005 125 4078 -41 1848.6333303484537 1847.7705298955716 100 TCGA 1 50 100 0.0 0.0005 125 4078 -42 1847.585392237162 1847.032835687225 100 TCGA 1 50 100 0.0 0.0005 125 4078 -43 1846.9000266486346 1846.4270902854114 100 TCGA 1 50 100 0.0 0.0005 125 4078 -44 1845.795512428799 1845.1254717189463 100 TCGA 1 50 100 0.0 0.0005 125 4078 -45 1845.567913318987 1847.0092834779366 100 TCGA 1 50 100 0.0 0.0005 125 4078 -46 1844.6539622205803 1844.195145036707 100 TCGA 1 50 100 0.0 0.0005 125 4078 -47 1843.3680010613673 1844.0212488222362 100 TCGA 1 50 100 0.0 0.0005 125 4078 -48 1843.454487257816 1843.294756251963 100 TCGA 1 50 100 0.0 0.0005 125 4078 -49 1842.605573325248 1842.2236640968515 100 TCGA 1 50 100 0.0 0.0005 125 4078 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index 038e4be90..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3341.4373805048954 4252.37197461919 100 TCGA 1 50 100 1.0 0.0005 125 3603 -1 2126.143657859328 3235.985015409077 100 TCGA 1 50 100 1.0 0.0005 125 3603 -2 2011.386349023699 2138.62534228761 100 TCGA 1 50 100 1.0 0.0005 125 3603 -3 1976.972536305256 2064.111978962194 100 TCGA 1 50 100 1.0 0.0005 125 3603 -4 1956.8170881487454 1983.1762118698964 100 TCGA 1 50 100 1.0 0.0005 125 3603 -5 1942.4758663081686 1954.4349770090687 100 TCGA 1 50 100 1.0 0.0005 125 3603 -6 1933.4033636141467 1934.6628479310616 100 TCGA 1 50 100 1.0 0.0005 125 3603 -7 1924.88406405112 1924.85411800212 100 TCGA 1 50 100 1.0 0.0005 125 3603 -8 1917.9139263546085 1923.5454377600895 100 TCGA 1 50 100 1.0 0.0005 125 3603 -9 1909.321465675447 1917.3485960073806 100 TCGA 1 50 100 1.0 0.0005 125 3603 -10 1906.818502142355 1899.3933381507145 100 TCGA 1 50 100 1.0 0.0005 125 3603 -11 1901.3120350727534 1897.4203396131045 100 TCGA 1 50 100 1.0 0.0005 125 3603 -12 1896.2800034902925 1896.23365852701 100 TCGA 1 50 100 1.0 0.0005 125 3603 -13 1893.643452414951 1893.3715826446687 100 TCGA 1 50 100 1.0 0.0005 125 3603 -14 1890.3642399086725 1890.7843011443938 100 TCGA 1 50 100 1.0 0.0005 125 3603 -15 1886.615691467619 1891.9223013259657 100 TCGA 1 50 100 1.0 0.0005 125 3603 -16 1884.0895792938447 1883.702925638937 100 TCGA 1 50 100 1.0 0.0005 125 3603 -17 1881.7445046967434 1879.332956285333 100 TCGA 1 50 100 1.0 0.0005 125 3603 -18 1880.161296971795 1876.060138951594 100 TCGA 1 50 100 1.0 0.0005 125 3603 -19 1877.600688795943 1878.8510558161904 100 TCGA 1 50 100 1.0 0.0005 125 3603 -20 1875.0635093861838 1873.2399699915593 100 TCGA 1 50 100 1.0 0.0005 125 3603 -21 1873.1099584958213 1872.36047485965 100 TCGA 1 50 100 1.0 0.0005 125 3603 -22 1870.9810555295521 1869.7080206942917 100 TCGA 1 50 100 1.0 0.0005 125 3603 -23 1870.2104079881701 1870.7665788660097 100 TCGA 1 50 100 1.0 0.0005 125 3603 -24 1868.7708490888833 1876.6619271896593 100 TCGA 1 50 100 1.0 0.0005 125 3603 -25 1866.985308724118 1872.2784515840924 100 TCGA 1 50 100 1.0 0.0005 125 3603 -26 1866.3388243899944 1863.4235993198413 100 TCGA 1 50 100 1.0 0.0005 125 3603 -27 1864.3293302791276 1862.792935011974 100 TCGA 1 50 100 1.0 0.0005 125 3603 -28 1863.2712100812773 1861.7561985955167 100 TCGA 1 50 100 1.0 0.0005 125 3603 -29 1862.114337112558 1860.636078954342 100 TCGA 1 50 100 1.0 0.0005 125 3603 -30 1860.200565883578 1858.353574513191 100 TCGA 1 50 100 1.0 0.0005 125 3603 -31 1859.5315205194759 1860.4725740519002 100 TCGA 1 50 100 1.0 0.0005 125 3603 -32 1857.8115133410492 1857.7580179952497 100 TCGA 1 50 100 1.0 0.0005 125 3603 -33 1856.975570091114 1857.469147495289 100 TCGA 1 50 100 1.0 0.0005 125 3603 -34 1855.700572233033 1852.0530987456816 100 TCGA 1 50 100 1.0 0.0005 125 3603 -35 1854.9178973390715 1853.0086823276538 100 TCGA 1 50 100 1.0 0.0005 125 3603 -36 1854.1294214142422 1852.3972493080637 100 TCGA 1 50 100 1.0 0.0005 125 3603 -37 1852.50327055512 1852.1900647034 100 TCGA 1 50 100 1.0 0.0005 125 3603 -38 1851.6991344494058 1853.1718167252277 100 TCGA 1 50 100 1.0 0.0005 125 3603 -39 1850.8409650555438 1852.2636142136464 100 TCGA 1 50 100 1.0 0.0005 125 3603 -40 1850.3972840792953 1848.9114898221576 100 TCGA 1 50 100 1.0 0.0005 125 3603 -41 1848.81273220474 1848.2132599030308 100 TCGA 1 50 100 1.0 0.0005 125 3603 -42 1848.4505447505214 1846.7651361053313 100 TCGA 1 50 100 1.0 0.0005 125 3603 -43 1847.3782031364453 1845.4897736975895 100 TCGA 1 50 100 1.0 0.0005 125 3603 -44 1846.4527664465595 1853.495525110906 100 TCGA 1 50 100 1.0 0.0005 125 3603 -45 1845.6563688410833 1846.6862719358512 100 TCGA 1 50 100 1.0 0.0005 125 3603 -46 1844.731085750777 1843.8263902520414 100 TCGA 1 50 100 1.0 0.0005 125 3603 -47 1843.5772523996034 1850.1623829597204 100 TCGA 1 50 100 1.0 0.0005 125 3603 -48 1843.3032954024716 1846.1372450632066 100 TCGA 1 50 100 1.0 0.0005 125 3603 -49 1841.6856360535016 1840.9221320224167 100 TCGA 1 50 100 1.0 0.0005 125 3603 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index b2a7d2449..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3765.78005085232 4884.026475149183 150 TCGA 1 100 100 0.5 0.0005 125 4911 -1 2295.92621249516 4068.0238963371544 150 TCGA 1 100 100 0.5 0.0005 125 4911 -2 2077.0948523525576 2777.382119336919 150 TCGA 1 100 100 0.5 0.0005 125 4911 -3 2011.7676786126162 2391.783686498901 150 TCGA 1 100 100 0.5 0.0005 125 4911 -4 1984.3394237594528 2276.261971478486 150 TCGA 1 100 100 0.5 0.0005 125 4911 -5 1965.81687236266 2044.5050281927215 150 TCGA 1 100 100 0.5 0.0005 125 4911 -6 1954.7314795532295 2019.234772495289 150 TCGA 1 100 100 0.5 0.0005 125 4911 -7 1946.5039359670836 1960.4675483128533 150 TCGA 1 100 100 0.5 0.0005 125 4911 -8 1938.2806101766118 1983.4190998940012 150 TCGA 1 100 100 0.5 0.0005 125 4911 -9 1930.5320539009306 1992.725542998194 150 TCGA 1 100 100 0.5 0.0005 125 4911 -10 1925.7324720847446 1919.6750494415437 150 TCGA 1 100 100 0.5 0.0005 125 4911 -11 1920.1337186734795 1925.9068493100267 150 TCGA 1 100 100 0.5 0.0005 125 4911 -12 1912.602713945016 1924.2822989459014 150 TCGA 1 100 100 0.5 0.0005 125 4911 -13 1911.8611737760214 1923.7553790681925 150 TCGA 1 100 100 0.5 0.0005 125 4911 -14 1906.8278697818928 1926.7013601945273 150 TCGA 1 100 100 0.5 0.0005 125 4911 -15 1902.482193948648 1905.3715114881045 150 TCGA 1 100 100 0.5 0.0005 125 4911 -16 1901.247395456363 1902.7317514084093 150 TCGA 1 100 100 0.5 0.0005 125 4911 -17 1897.3260765650507 1900.3984976150282 150 TCGA 1 100 100 0.5 0.0005 125 4911 -18 1895.8842130316755 1892.4125706658292 150 TCGA 1 100 100 0.5 0.0005 125 4911 -19 1892.5511918798702 1891.214392887288 150 TCGA 1 100 100 0.5 0.0005 125 4911 -20 1888.694758585008 1887.6402618561558 150 TCGA 1 100 100 0.5 0.0005 125 4911 -21 1887.8774123431876 1889.865430055551 150 TCGA 1 100 100 0.5 0.0005 125 4911 -22 1886.392090715778 1883.1165857362987 150 TCGA 1 100 100 0.5 0.0005 125 4911 -23 1883.539471821828 1895.9312228868955 150 TCGA 1 100 100 0.5 0.0005 125 4911 -24 1882.8104377897314 1886.0404801105135 150 TCGA 1 100 100 0.5 0.0005 125 4911 -25 1880.6983719698112 1876.2241683269865 150 TCGA 1 100 100 0.5 0.0005 125 4911 -26 1879.0300038581795 1877.9958858010757 150 TCGA 1 100 100 0.5 0.0005 125 4911 -27 1877.4023777182206 1882.2513139427606 150 TCGA 1 100 100 0.5 0.0005 125 4911 -28 1876.270573473493 1872.7616169225032 150 TCGA 1 100 100 0.5 0.0005 125 4911 -29 1874.4137059631246 1887.4256499784076 150 TCGA 1 100 100 0.5 0.0005 125 4911 -30 1874.0560898711099 1873.0943867285646 150 TCGA 1 100 100 0.5 0.0005 125 4911 -31 1872.0299022669026 1870.8708557435616 150 TCGA 1 100 100 0.5 0.0005 125 4911 -32 1871.0481932476464 1870.4218547571843 150 TCGA 1 100 100 0.5 0.0005 125 4911 -33 1870.2299238959251 1867.524813398045 150 TCGA 1 100 100 0.5 0.0005 125 4911 -34 1868.7421403287285 1867.8879799387562 150 TCGA 1 100 100 0.5 0.0005 125 4911 -35 1867.4784372787228 1865.1245742874528 150 TCGA 1 100 100 0.5 0.0005 125 4911 -36 1867.0804445948208 1872.414007292321 150 TCGA 1 100 100 0.5 0.0005 125 4911 -37 1865.5998160184156 1868.739635678392 150 TCGA 1 100 100 0.5 0.0005 125 4911 -38 1865.3789120271863 1864.9527017411276 150 TCGA 1 100 100 0.5 0.0005 125 4911 -39 1864.4925589839827 1868.8343542664495 150 TCGA 1 100 100 0.5 0.0005 125 4911 -40 1862.6079764303877 1863.6597219495918 150 TCGA 1 100 100 0.5 0.0005 125 4911 -41 1862.1094909252392 1866.0471559457444 150 TCGA 1 100 100 0.5 0.0005 125 4911 -42 1861.7469459531137 1859.930528496977 150 TCGA 1 100 100 0.5 0.0005 125 4911 -43 1860.3653647432052 1857.975489630771 150 TCGA 1 100 100 0.5 0.0005 125 4911 -44 1859.4727488621122 1860.921830220438 150 TCGA 1 100 100 0.5 0.0005 125 4911 -45 1858.2953103226548 1858.321855861338 150 TCGA 1 100 100 0.5 0.0005 125 4911 -46 1858.2011062548834 1856.6884918979663 150 TCGA 1 100 100 0.5 0.0005 125 4911 -47 1856.7592073226165 1856.9949718072785 150 TCGA 1 100 100 0.5 0.0005 125 4911 -48 1856.3832077467491 1855.9271939531643 150 TCGA 1 100 100 0.5 0.0005 125 4911 -49 1855.3383891525805 1856.4997509520258 150 TCGA 1 100 100 0.5 0.0005 125 4911 -50 1854.5491703006621 1852.398216669284 150 TCGA 1 100 100 0.5 0.0005 125 4911 -51 1853.9332915922537 1852.1141762278187 150 TCGA 1 100 100 0.5 0.0005 125 4911 -52 1854.1821804104113 1852.9307027078753 150 TCGA 1 100 100 0.5 0.0005 125 4911 -53 1852.8522855066963 1850.7450313088882 150 TCGA 1 100 100 0.5 0.0005 125 4911 -54 1852.0067396873953 1850.4264167517274 150 TCGA 1 100 100 0.5 0.0005 125 4911 -55 1851.3092618325497 1856.3396517499607 150 TCGA 1 100 100 0.5 0.0005 125 4911 -56 1850.8088687931217 1849.080468259265 150 TCGA 1 100 100 0.5 0.0005 125 4911 -57 1850.2063791092146 1856.8405829194803 150 TCGA 1 100 100 0.5 0.0005 125 4911 -58 1849.172657740623 1846.49692431886 150 TCGA 1 100 100 0.5 0.0005 125 4911 -59 1848.6138067832017 1847.904093833425 150 TCGA 1 100 100 0.5 0.0005 125 4911 -60 1848.5562360448248 1845.5856307906722 150 TCGA 1 100 100 0.5 0.0005 125 4911 -61 1847.5526979678257 1845.7569647554178 150 TCGA 1 100 100 0.5 0.0005 125 4911 -62 1846.255517608101 1845.6088756772142 150 TCGA 1 100 100 0.5 0.0005 125 4911 -63 1845.907085471074 1847.9236913326397 150 TCGA 1 100 100 0.5 0.0005 125 4911 -64 1845.4493000938737 1844.556091615303 150 TCGA 1 100 100 0.5 0.0005 125 4911 -65 1845.3484860665167 1843.8123619808025 150 TCGA 1 100 100 0.5 0.0005 125 4911 -66 1844.5797410861285 1843.4589598382538 150 TCGA 1 100 100 0.5 0.0005 125 4911 -67 1843.7588557862773 1844.8918555178234 150 TCGA 1 100 100 0.5 0.0005 125 4911 -68 1843.0134247776546 1843.8636351925643 150 TCGA 1 100 100 0.5 0.0005 125 4911 -69 1842.642204147562 1840.948297395179 150 TCGA 1 100 100 0.5 0.0005 125 4911 -70 1841.9890416585276 1840.9840995750235 150 TCGA 1 100 100 0.5 0.0005 125 4911 -71 1841.7575802271328 1840.636460500746 150 TCGA 1 100 100 0.5 0.0005 125 4911 -72 1841.3130173170616 1840.3280329872016 150 TCGA 1 100 100 0.5 0.0005 125 4911 -73 1840.573014724413 1840.8419121977072 150 TCGA 1 100 100 0.5 0.0005 125 4911 -74 1840.0935947244914 1838.8760734826476 150 TCGA 1 100 100 0.5 0.0005 125 4911 -75 1839.4199827125874 1839.0864681071373 150 TCGA 1 100 100 0.5 0.0005 125 4911 -76 1838.8026105470058 1838.2152578075927 150 TCGA 1 100 100 0.5 0.0005 125 4911 -77 1838.735263392281 1838.3523691455323 150 TCGA 1 100 100 0.5 0.0005 125 4911 -78 1838.0985263296902 1837.568658723304 150 TCGA 1 100 100 0.5 0.0005 125 4911 -79 1837.949473368588 1836.6540459867697 150 TCGA 1 100 100 0.5 0.0005 125 4911 -80 1837.048798925683 1835.7144100630103 150 TCGA 1 100 100 0.5 0.0005 125 4911 -81 1836.970813150424 1837.0331473039023 150 TCGA 1 100 100 0.5 0.0005 125 4911 -82 1836.0643457837875 1836.4283324581893 150 TCGA 1 100 100 0.5 0.0005 125 4911 -83 1836.047250925876 1836.5931893353486 150 TCGA 1 100 100 0.5 0.0005 125 4911 -84 1835.262074591978 1835.7043285274026 150 TCGA 1 100 100 0.5 0.0005 125 4911 -85 1834.7764879770211 1834.880675962822 150 TCGA 1 100 100 0.5 0.0005 125 4911 -86 1834.3372080994845 1834.800177032624 150 TCGA 1 100 100 0.5 0.0005 125 4911 -87 1834.0086391554146 1833.427039371663 150 TCGA 1 100 100 0.5 0.0005 125 4911 -88 1833.5994774126184 1836.6809229251728 150 TCGA 1 100 100 0.5 0.0005 125 4911 -89 1832.9744382939816 1833.7484916035255 150 TCGA 1 100 100 0.5 0.0005 125 4911 -90 1832.417999161981 1833.149180349992 150 TCGA 1 100 100 0.5 0.0005 125 4911 -91 1832.2940895922789 1831.6537920314463 150 TCGA 1 100 100 0.5 0.0005 125 4911 -92 1832.0833150116591 1832.3712035519393 150 TCGA 1 100 100 0.5 0.0005 125 4911 -93 1831.6630707996367 1831.969525361181 150 TCGA 1 100 100 0.5 0.0005 125 4911 -94 1830.9929388884868 1831.113516189345 150 TCGA 1 100 100 0.5 0.0005 125 4911 -95 1830.717006325256 1830.0072450877435 150 TCGA 1 100 100 0.5 0.0005 125 4911 -96 1830.4976839205426 1828.7552846017195 150 TCGA 1 100 100 0.5 0.0005 125 4911 -97 1830.3673314936448 1831.7971258882303 150 TCGA 1 100 100 0.5 0.0005 125 4911 -98 1829.7550786373165 1829.7513022878063 150 TCGA 1 100 100 0.5 0.0005 125 4911 -99 1829.6635460140903 1828.7676008214903 150 TCGA 1 100 100 0.5 0.0005 125 4911 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index 027b3dcd4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3754.864328038015 4908.686314875157 150 TCGA 1 100 100 0.0 0.0005 125 5374 -1 2295.962158148623 3999.837637896514 150 TCGA 1 100 100 0.0 0.0005 125 5374 -2 2070.5254898999524 2940.864229595242 150 TCGA 1 100 100 0.0 0.0005 125 5374 -3 2011.152408171078 2411.6820884206186 150 TCGA 1 100 100 0.0 0.0005 125 5374 -4 1984.4999333579754 2039.869443653816 150 TCGA 1 100 100 0.0 0.0005 125 5374 -5 1967.8748128273376 2139.4656252453674 150 TCGA 1 100 100 0.0 0.0005 125 5374 -6 1954.4168906507248 2060.1002338351914 150 TCGA 1 100 100 0.0 0.0005 125 5374 -7 1946.2181639834726 1986.5720895738457 150 TCGA 1 100 100 0.0 0.0005 125 5374 -8 1937.6402233765452 1957.0672165760443 150 TCGA 1 100 100 0.0 0.0005 125 5374 -9 1929.2903653781507 1950.0512278187814 150 TCGA 1 100 100 0.0 0.0005 125 5374 -10 1922.8519574469894 1924.1935360395728 150 TCGA 1 100 100 0.0 0.0005 125 5374 -11 1917.7133807184334 1940.7340431405073 150 TCGA 1 100 100 0.0 0.0005 125 5374 -12 1913.8402437929037 1935.7008209995288 150 TCGA 1 100 100 0.0 0.0005 125 5374 -13 1910.1074691825258 1919.9448487554962 150 TCGA 1 100 100 0.0 0.0005 125 5374 -14 1904.9476709681996 1906.6528350983433 150 TCGA 1 100 100 0.0 0.0005 125 5374 -15 1901.785551742007 1906.1087260030622 150 TCGA 1 100 100 0.0 0.0005 125 5374 -16 1900.1903706348453 1910.7098744454695 150 TCGA 1 100 100 0.0 0.0005 125 5374 -17 1896.697259180167 1898.9772188579616 150 TCGA 1 100 100 0.0 0.0005 125 5374 -18 1894.4111027547804 1897.3617421825927 150 TCGA 1 100 100 0.0 0.0005 125 5374 -19 1890.9391541556065 1891.976510972833 150 TCGA 1 100 100 0.0 0.0005 125 5374 -20 1888.3190035585287 1890.535072211644 150 TCGA 1 100 100 0.0 0.0005 125 5374 -21 1885.7891933314702 1890.5343318153266 150 TCGA 1 100 100 0.0 0.0005 125 5374 -22 1885.6092147239551 1891.6253840000786 150 TCGA 1 100 100 0.0 0.0005 125 5374 -23 1882.8595538066427 1882.0074021229193 150 TCGA 1 100 100 0.0 0.0005 125 5374 -24 1881.0883223470507 1888.0968183201162 150 TCGA 1 100 100 0.0 0.0005 125 5374 -25 1879.1165064051556 1889.883479286079 150 TCGA 1 100 100 0.0 0.0005 125 5374 -26 1878.1708915975294 1879.495926286707 150 TCGA 1 100 100 0.0 0.0005 125 5374 -27 1877.7366415373594 1889.1395190061637 150 TCGA 1 100 100 0.0 0.0005 125 5374 -28 1876.1024646676003 1875.630125112869 150 TCGA 1 100 100 0.0 0.0005 125 5374 -29 1874.9077358678032 1890.952366201123 150 TCGA 1 100 100 0.0 0.0005 125 5374 -30 1873.7781709640576 1872.4027332708465 150 TCGA 1 100 100 0.0 0.0005 125 5374 -31 1871.941061662635 1878.0189632243248 150 TCGA 1 100 100 0.0 0.0005 125 5374 -32 1870.3237029317368 1871.445260972833 150 TCGA 1 100 100 0.0 0.0005 125 5374 -33 1870.2816615018985 1869.06854646769 150 TCGA 1 100 100 0.0 0.0005 125 5374 -34 1868.5188807306417 1870.7979576839275 150 TCGA 1 100 100 0.0 0.0005 125 5374 -35 1868.464001398079 1869.668596277285 150 TCGA 1 100 100 0.0 0.0005 125 5374 -36 1866.2876145109187 1866.820586698139 150 TCGA 1 100 100 0.0 0.0005 125 5374 -37 1865.6902376505557 1868.2374016076476 150 TCGA 1 100 100 0.0 0.0005 125 5374 -38 1864.6745416892668 1865.3364325288553 150 TCGA 1 100 100 0.0 0.0005 125 5374 -39 1863.3429470255992 1878.457847710231 150 TCGA 1 100 100 0.0 0.0005 125 5374 -40 1862.262355562166 1864.531045118169 150 TCGA 1 100 100 0.0 0.0005 125 5374 -41 1862.0943896053811 1864.0245165034155 150 TCGA 1 100 100 0.0 0.0005 125 5374 -42 1860.9295627318504 1868.2619101366206 150 TCGA 1 100 100 0.0 0.0005 125 5374 -43 1859.82204829924 1863.0464934535962 150 TCGA 1 100 100 0.0 0.0005 125 5374 -44 1859.321335443496 1862.8224735739243 150 TCGA 1 100 100 0.0 0.0005 125 5374 -45 1858.1476884414633 1858.9181159704774 150 TCGA 1 100 100 0.0 0.0005 125 5374 -46 1857.7559787202247 1859.2055001570352 150 TCGA 1 100 100 0.0 0.0005 125 5374 -47 1856.9322540967883 1860.0505714608198 150 TCGA 1 100 100 0.0 0.0005 125 5374 -48 1856.3582927722166 1856.9474496505968 150 TCGA 1 100 100 0.0 0.0005 125 5374 -49 1855.239156030467 1858.5973642627198 150 TCGA 1 100 100 0.0 0.0005 125 5374 -50 1854.382014880397 1859.7440136473383 150 TCGA 1 100 100 0.0 0.0005 125 5374 -51 1853.8966274557401 1857.385688820077 150 TCGA 1 100 100 0.0 0.0005 125 5374 -52 1853.4209991567488 1857.4971457629947 150 TCGA 1 100 100 0.0 0.0005 125 5374 -53 1852.117312717789 1859.7048505466787 150 TCGA 1 100 100 0.0 0.0005 125 5374 -54 1851.3109362355592 1854.6249730095792 150 TCGA 1 100 100 0.0 0.0005 125 5374 -55 1850.91696413272 1856.6114532624058 150 TCGA 1 100 100 0.0 0.0005 125 5374 -56 1850.3390796626036 1852.641367849992 150 TCGA 1 100 100 0.0 0.0005 125 5374 -57 1849.5258397058606 1850.3754036294756 150 TCGA 1 100 100 0.0 0.0005 125 5374 -58 1848.9152509789606 1850.53841902383 150 TCGA 1 100 100 0.0 0.0005 125 5374 -59 1848.2278837861195 1849.5916606960584 150 TCGA 1 100 100 0.0 0.0005 125 5374 -60 1848.0290320645834 1851.3750012268374 150 TCGA 1 100 100 0.0 0.0005 125 5374 -61 1847.4068229906075 1848.9569147004554 150 TCGA 1 100 100 0.0 0.0005 125 5374 -62 1846.3684316933827 1849.965649168695 150 TCGA 1 100 100 0.0 0.0005 125 5374 -63 1845.2452169120918 1847.9012242609533 150 TCGA 1 100 100 0.0 0.0005 125 5374 -64 1845.3660616844356 1846.6630957521984 150 TCGA 1 100 100 0.0 0.0005 125 5374 -65 1845.0492106183376 1846.1421027255417 150 TCGA 1 100 100 0.0 0.0005 125 5374 -66 1844.0109901159972 1845.1427879141802 150 TCGA 1 100 100 0.0 0.0005 125 5374 -67 1843.6824336664554 1845.662213042753 150 TCGA 1 100 100 0.0 0.0005 125 5374 -68 1843.0250870093316 1848.1794728034704 150 TCGA 1 100 100 0.0 0.0005 125 5374 -69 1842.2300777952644 1845.5673429402873 150 TCGA 1 100 100 0.0 0.0005 125 5374 -70 1841.587020463557 1844.3815672601288 150 TCGA 1 100 100 0.0 0.0005 125 5374 -71 1841.24775778405 1844.5695598353093 150 TCGA 1 100 100 0.0 0.0005 125 5374 -72 1840.5979627406361 1847.4744731960584 150 TCGA 1 100 100 0.0 0.0005 125 5374 -73 1840.2936806928394 1844.6807855193938 150 TCGA 1 100 100 0.0 0.0005 125 5374 -74 1840.2551358641624 1842.381621854389 150 TCGA 1 100 100 0.0 0.0005 125 5374 -75 1839.0857680676597 1841.7258914199906 150 TCGA 1 100 100 0.0 0.0005 125 5374 -76 1838.4885806826585 1845.360719000275 150 TCGA 1 100 100 0.0 0.0005 125 5374 -77 1838.5341040254345 1839.1555617442682 150 TCGA 1 100 100 0.0 0.0005 125 5374 -78 1837.879309958147 1841.008243733315 150 TCGA 1 100 100 0.0 0.0005 125 5374 -79 1837.735485527821 1839.394825077536 150 TCGA 1 100 100 0.0 0.0005 125 5374 -80 1836.6611954077691 1843.012484909901 150 TCGA 1 100 100 0.0 0.0005 125 5374 -81 1836.1660361040356 1838.1595311763897 150 TCGA 1 100 100 0.0 0.0005 125 5374 -82 1836.0913966004637 1840.42251847617 150 TCGA 1 100 100 0.0 0.0005 125 5374 -83 1835.7999991497725 1836.5255470467573 150 TCGA 1 100 100 0.0 0.0005 125 5374 -84 1835.137676155132 1836.940841291418 150 TCGA 1 100 100 0.0 0.0005 125 5374 -85 1834.5894819400794 1836.5452476003063 150 TCGA 1 100 100 0.0 0.0005 125 5374 -86 1834.1364834386598 1838.7503392205167 150 TCGA 1 100 100 0.0 0.0005 125 5374 -87 1834.0962385638961 1838.5887598392353 150 TCGA 1 100 100 0.0 0.0005 125 5374 -88 1833.26111762286 1835.5931341276696 150 TCGA 1 100 100 0.0 0.0005 125 5374 -89 1833.1567541685124 1835.501368537021 150 TCGA 1 100 100 0.0 0.0005 125 5374 -90 1832.586632751676 1835.560954798406 150 TCGA 1 100 100 0.0 0.0005 125 5374 -91 1832.5034285557165 1837.03384660117 150 TCGA 1 100 100 0.0 0.0005 125 5374 -92 1831.7735303709956 1835.9031712517667 150 TCGA 1 100 100 0.0 0.0005 125 5374 -93 1831.376310644651 1833.5925532202025 150 TCGA 1 100 100 0.0 0.0005 125 5374 -94 1831.1805060346526 1833.29086043008 150 TCGA 1 100 100 0.0 0.0005 125 5374 -95 1830.5161833977618 1833.8270337282113 150 TCGA 1 100 100 0.0 0.0005 125 5374 -96 1830.2112271632184 1834.8601761247644 150 TCGA 1 100 100 0.0 0.0005 125 5374 -97 1829.936679503284 1831.480124622134 150 TCGA 1 100 100 0.0 0.0005 125 5374 -98 1829.337029606227 1832.1279180325455 150 TCGA 1 100 100 0.0 0.0005 125 5374 -99 1829.3926083598503 1831.7881693624372 150 TCGA 1 100 100 0.0 0.0005 125 5374 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index 49f93763a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3766.591965094676 4823.320285509579 150 TCGA 1 100 100 1.0 0.0005 125 696 -1 2294.996378603438 4045.7555502119976 150 TCGA 1 100 100 1.0 0.0005 125 696 -2 2074.961319380193 2904.2181500765546 150 TCGA 1 100 100 1.0 0.0005 125 696 -3 2012.2856065435246 2372.397279365578 150 TCGA 1 100 100 1.0 0.0005 125 696 -4 1981.5246986161785 2146.170893530151 150 TCGA 1 100 100 1.0 0.0005 125 696 -5 1966.8951989782881 2083.951250392588 150 TCGA 1 100 100 1.0 0.0005 125 696 -6 1954.7604387489623 2117.2822265625 150 TCGA 1 100 100 1.0 0.0005 125 696 -7 1945.2113292858874 1977.979903791418 150 TCGA 1 100 100 1.0 0.0005 125 696 -8 1936.671060457601 1932.551444355567 150 TCGA 1 100 100 1.0 0.0005 125 696 -9 1928.8605958530047 1957.6272874381673 150 TCGA 1 100 100 1.0 0.0005 125 696 -10 1925.3215900757095 1924.0754897534548 150 TCGA 1 100 100 1.0 0.0005 125 696 -11 1918.544790457636 1919.78929069174 150 TCGA 1 100 100 1.0 0.0005 125 696 -12 1913.8977457228111 1913.8652214932083 150 TCGA 1 100 100 1.0 0.0005 125 696 -13 1909.9894487594092 1913.539080289141 150 TCGA 1 100 100 1.0 0.0005 125 696 -14 1905.7443653357482 1914.7046640674073 150 TCGA 1 100 100 1.0 0.0005 125 696 -15 1902.656132753093 1910.4026400312107 150 TCGA 1 100 100 1.0 0.0005 125 696 -16 1898.6948738289752 1909.1291657260913 150 TCGA 1 100 100 1.0 0.0005 125 696 -17 1896.5174486151975 1914.524036196608 150 TCGA 1 100 100 1.0 0.0005 125 696 -18 1893.5108185580884 1920.5118763985945 150 TCGA 1 100 100 1.0 0.0005 125 696 -19 1891.7462993033803 1890.819941995132 150 TCGA 1 100 100 1.0 0.0005 125 696 -20 1889.8237367364522 1887.336199429766 150 TCGA 1 100 100 1.0 0.0005 125 696 -21 1887.7397447993333 1885.723606435498 150 TCGA 1 100 100 1.0 0.0005 125 696 -22 1885.3633633023967 1890.8474489144944 150 TCGA 1 100 100 1.0 0.0005 125 696 -23 1883.3881113789207 1888.4831892617383 150 TCGA 1 100 100 1.0 0.0005 125 696 -24 1880.8603097324008 1885.1215243698964 150 TCGA 1 100 100 1.0 0.0005 125 696 -25 1880.0988436934272 1883.9400640899812 150 TCGA 1 100 100 1.0 0.0005 125 696 -26 1878.81562484467 1875.3598301566426 150 TCGA 1 100 100 1.0 0.0005 125 696 -27 1877.7112645650498 1883.009202506674 150 TCGA 1 100 100 1.0 0.0005 125 696 -28 1875.3732837668913 1882.303307921443 150 TCGA 1 100 100 1.0 0.0005 125 696 -29 1874.779401668255 1878.387235861927 150 TCGA 1 100 100 1.0 0.0005 125 696 -30 1873.1602023312364 1870.964234625275 150 TCGA 1 100 100 1.0 0.0005 125 696 -31 1872.1698066582835 1876.5597101719536 150 TCGA 1 100 100 1.0 0.0005 125 696 -32 1871.0473718925277 1873.9553431218592 150 TCGA 1 100 100 1.0 0.0005 125 696 -33 1869.959297991741 1875.189588690523 150 TCGA 1 100 100 1.0 0.0005 125 696 -34 1868.3685025047919 1872.5351642244425 150 TCGA 1 100 100 1.0 0.0005 125 696 -35 1868.0463833260155 1868.442753317368 150 TCGA 1 100 100 1.0 0.0005 125 696 -36 1867.378116505901 1867.1116323806532 150 TCGA 1 100 100 1.0 0.0005 125 696 -37 1864.766638855328 1868.4798001236652 150 TCGA 1 100 100 1.0 0.0005 125 696 -38 1865.5871082522638 1867.6314826083542 150 TCGA 1 100 100 1.0 0.0005 125 696 -39 1863.264783329351 1867.856575357255 150 TCGA 1 100 100 1.0 0.0005 125 696 -40 1862.685317681482 1864.7670334092336 150 TCGA 1 100 100 1.0 0.0005 125 696 -41 1861.8886043745727 1873.0416989733826 150 TCGA 1 100 100 1.0 0.0005 125 696 -42 1861.1052563021474 1868.3454651185616 150 TCGA 1 100 100 1.0 0.0005 125 696 -43 1860.0600573674606 1867.0711406151854 150 TCGA 1 100 100 1.0 0.0005 125 696 -44 1858.7257882752765 1862.4135398673052 150 TCGA 1 100 100 1.0 0.0005 125 696 -45 1858.194687623719 1859.929518196451 150 TCGA 1 100 100 1.0 0.0005 125 696 -46 1857.1726733690023 1867.1745777225974 150 TCGA 1 100 100 1.0 0.0005 125 696 -47 1856.947744668202 1858.5511382596576 150 TCGA 1 100 100 1.0 0.0005 125 696 -48 1855.2332086623785 1857.5746493698964 150 TCGA 1 100 100 1.0 0.0005 125 696 -49 1855.3354199104297 1856.6556433289495 150 TCGA 1 100 100 1.0 0.0005 125 696 -50 1854.0239229744095 1858.401069679452 150 TCGA 1 100 100 1.0 0.0005 125 696 -51 1853.9437716807993 1853.5764834916772 150 TCGA 1 100 100 1.0 0.0005 125 696 -52 1853.0862933964797 1853.4716275469143 150 TCGA 1 100 100 1.0 0.0005 125 696 -53 1852.1611310003166 1855.2946323413944 150 TCGA 1 100 100 1.0 0.0005 125 696 -54 1851.0478564812836 1853.034921310655 150 TCGA 1 100 100 1.0 0.0005 125 696 -55 1850.7675680149239 1859.73256786864 150 TCGA 1 100 100 1.0 0.0005 125 696 -56 1850.4007103731888 1852.5670773300094 150 TCGA 1 100 100 1.0 0.0005 125 696 -57 1849.5931717908493 1852.9421460328988 150 TCGA 1 100 100 1.0 0.0005 125 696 -58 1848.9587990008956 1850.6801138259657 150 TCGA 1 100 100 1.0 0.0005 125 696 -59 1848.3384654550416 1850.058501123783 150 TCGA 1 100 100 1.0 0.0005 125 696 -60 1846.9685190488005 1848.195806302018 150 TCGA 1 100 100 1.0 0.0005 125 696 -61 1846.918070995298 1852.1369782260913 150 TCGA 1 100 100 1.0 0.0005 125 696 -62 1845.7901809850778 1849.7722585093436 150 TCGA 1 100 100 1.0 0.0005 125 696 -63 1845.6897234809705 1848.4767201485945 150 TCGA 1 100 100 1.0 0.0005 125 696 -64 1844.9150799115675 1849.995245391999 150 TCGA 1 100 100 1.0 0.0005 125 696 -65 1844.7098976609589 1847.327429996663 150 TCGA 1 100 100 1.0 0.0005 125 696 -66 1843.7172084041492 1846.1967515801664 150 TCGA 1 100 100 1.0 0.0005 125 696 -67 1843.656946954856 1846.4487335358433 150 TCGA 1 100 100 1.0 0.0005 125 696 -68 1842.6296142823383 1845.375659425055 150 TCGA 1 100 100 1.0 0.0005 125 696 -69 1842.3358592354755 1847.2115766822394 150 TCGA 1 100 100 1.0 0.0005 125 696 -70 1841.5801084961047 1844.5244410529208 150 TCGA 1 100 100 1.0 0.0005 125 696 -71 1841.577089125962 1842.3687155258715 150 TCGA 1 100 100 1.0 0.0005 125 696 -72 1840.6158016701736 1844.2334352426194 150 TCGA 1 100 100 1.0 0.0005 125 696 -73 1840.1799305369643 1841.783078601013 150 TCGA 1 100 100 1.0 0.0005 125 696 -74 1839.5018533595319 1845.0672251639055 150 TCGA 1 100 100 1.0 0.0005 125 696 -75 1839.1542069607247 1841.0632796551115 150 TCGA 1 100 100 1.0 0.0005 125 696 -76 1838.847185204931 1845.5070438864243 150 TCGA 1 100 100 1.0 0.0005 125 696 -77 1838.0226426054849 1840.4599364007538 150 TCGA 1 100 100 1.0 0.0005 125 696 -78 1837.7461077842026 1840.1470450396514 150 TCGA 1 100 100 1.0 0.0005 125 696 -79 1837.099397540292 1839.0334785499765 150 TCGA 1 100 100 1.0 0.0005 125 696 -80 1836.9721184811538 1839.9285888671875 150 TCGA 1 100 100 1.0 0.0005 125 696 -81 1836.311249007523 1837.3611459396593 150 TCGA 1 100 100 1.0 0.0005 125 696 -82 1836.0186027989268 1836.8005021445117 150 TCGA 1 100 100 1.0 0.0005 125 696 -83 1835.2485680753118 1836.615016611377 150 TCGA 1 100 100 1.0 0.0005 125 696 -84 1835.0519954946667 1836.546953517588 150 TCGA 1 100 100 1.0 0.0005 125 696 -85 1834.404735246265 1837.164178436126 150 TCGA 1 100 100 1.0 0.0005 125 696 -86 1834.3026426894176 1836.8313190709407 150 TCGA 1 100 100 1.0 0.0005 125 696 -87 1833.6095345811475 1836.3734216737987 150 TCGA 1 100 100 1.0 0.0005 125 696 -88 1833.127478549198 1834.549102323139 150 TCGA 1 100 100 1.0 0.0005 125 696 -89 1832.563980594758 1834.502396626688 150 TCGA 1 100 100 1.0 0.0005 125 696 -90 1832.5083745902557 1834.8749815974404 150 TCGA 1 100 100 1.0 0.0005 125 696 -91 1831.9727288463416 1834.4497812549073 150 TCGA 1 100 100 1.0 0.0005 125 696 -92 1831.5550379326785 1833.808005481509 150 TCGA 1 100 100 1.0 0.0005 125 696 -93 1831.2416830589787 1833.25777140095 150 TCGA 1 100 100 1.0 0.0005 125 696 -94 1830.837264263546 1833.7207160067917 150 TCGA 1 100 100 1.0 0.0005 125 696 -95 1830.2836189052864 1832.8450338852465 150 TCGA 1 100 100 1.0 0.0005 125 696 -96 1830.0802458405349 1832.4010095644237 150 TCGA 1 100 100 1.0 0.0005 125 696 -97 1829.8635854243114 1832.9682948433574 150 TCGA 1 100 100 1.0 0.0005 125 696 -98 1829.3544429179108 1831.648990190209 150 TCGA 1 100 100 1.0 0.0005 125 696 -99 1828.992410439441 1830.8036784263113 150 TCGA 1 100 100 1.0 0.0005 125 696 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 647a0aa48..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3753.2648836670874 4906.04908821451 150 TCGA 1 50 100 0.5 0.0005 125 7327 -1 2289.894565504355 3918.4697118404524 150 TCGA 1 50 100 0.5 0.0005 125 7327 -2 2074.0390317065066 2866.934334759736 150 TCGA 1 50 100 0.5 0.0005 125 7327 -3 2012.2306662371202 2499.99417252277 150 TCGA 1 50 100 0.5 0.0005 125 7327 -4 1982.5463880404177 2219.9257481253926 150 TCGA 1 50 100 0.5 0.0005 125 7327 -5 1966.7315994979733 2183.763865715295 150 TCGA 1 50 100 0.5 0.0005 125 7327 -6 1954.1305466166616 1987.4651296030936 150 TCGA 1 50 100 0.5 0.0005 125 7327 -7 1942.5353463657573 1990.1229376864792 150 TCGA 1 50 100 0.5 0.0005 125 7327 -8 1937.1657707894776 1957.2933742197315 150 TCGA 1 50 100 0.5 0.0005 125 7327 -9 1928.5531171953482 1937.0538403688363 150 TCGA 1 50 100 0.5 0.0005 125 7327 -10 1923.5362145515116 1944.614133288513 150 TCGA 1 50 100 0.5 0.0005 125 7327 -11 1917.5783225279965 1920.4177062068154 150 TCGA 1 50 100 0.5 0.0005 125 7327 -12 1914.141244698614 1926.175570847401 150 TCGA 1 50 100 0.5 0.0005 125 7327 -13 1909.9791389343554 1916.6751113968278 150 TCGA 1 50 100 0.5 0.0005 125 7327 -14 1905.742273776283 1926.4473122448178 150 TCGA 1 50 100 0.5 0.0005 125 7327 -15 1902.1353720796867 1911.8725150410255 150 TCGA 1 50 100 0.5 0.0005 125 7327 -16 1899.70166185943 1913.7098640173524 150 TCGA 1 50 100 0.5 0.0005 125 7327 -17 1896.9919143508143 1899.0582207914572 150 TCGA 1 50 100 0.5 0.0005 125 7327 -18 1894.266818547624 1902.9771354330244 150 TCGA 1 50 100 0.5 0.0005 125 7327 -19 1891.5257268599705 1897.562305546286 150 TCGA 1 50 100 0.5 0.0005 125 7327 -20 1888.9496825735862 1891.5562339284313 150 TCGA 1 50 100 0.5 0.0005 125 7327 -21 1886.2065558584159 1886.7785497310772 150 TCGA 1 50 100 0.5 0.0005 125 7327 -22 1884.4517545805456 1886.2772682995053 150 TCGA 1 50 100 0.5 0.0005 125 7327 -23 1882.7389860258581 1883.0874943565484 150 TCGA 1 50 100 0.5 0.0005 125 7327 -24 1882.1274756197286 1883.6222991176587 150 TCGA 1 50 100 0.5 0.0005 125 7327 -25 1881.1522484264253 1883.619055359807 150 TCGA 1 50 100 0.5 0.0005 125 7327 -26 1879.4864228218046 1887.42866983845 150 TCGA 1 50 100 0.5 0.0005 125 7327 -27 1877.5436448851844 1884.0067101866755 150 TCGA 1 50 100 0.5 0.0005 125 7327 -28 1876.6490888096337 1884.7727020110317 150 TCGA 1 50 100 0.5 0.0005 125 7327 -29 1874.3690986313954 1878.2959941308104 150 TCGA 1 50 100 0.5 0.0005 125 7327 -30 1873.3821780722858 1878.8008622212626 150 TCGA 1 50 100 0.5 0.0005 125 7327 -31 1872.8477188997708 1877.749246108472 150 TCGA 1 50 100 0.5 0.0005 125 7327 -32 1871.0446629235223 1875.517264668067 150 TCGA 1 50 100 0.5 0.0005 125 7327 -33 1869.334885725074 1870.5893990214745 150 TCGA 1 50 100 0.5 0.0005 125 7327 -34 1868.7259966354975 1869.1781723559202 150 TCGA 1 50 100 0.5 0.0005 125 7327 -35 1867.0724576619443 1870.1404348402168 150 TCGA 1 50 100 0.5 0.0005 125 7327 -36 1866.4534824089035 1874.3376440307004 150 TCGA 1 50 100 0.5 0.0005 125 7327 -37 1865.588207430094 1868.8187133175643 150 TCGA 1 50 100 0.5 0.0005 125 7327 -38 1864.1618902915582 1867.8339408222755 150 TCGA 1 50 100 0.5 0.0005 125 7327 -39 1863.6402254067357 1865.5357150743955 150 TCGA 1 50 100 0.5 0.0005 125 7327 -40 1862.8018193449848 1862.2779185232805 150 TCGA 1 50 100 0.5 0.0005 125 7327 -41 1862.2021002306951 1864.4144090815405 150 TCGA 1 50 100 0.5 0.0005 125 7327 -42 1860.6358674870417 1862.5928016547582 150 TCGA 1 50 100 0.5 0.0005 125 7327 -43 1859.8239845968221 1863.4089662178078 150 TCGA 1 50 100 0.5 0.0005 125 7327 -44 1859.354972443366 1860.135499887131 150 TCGA 1 50 100 0.5 0.0005 125 7327 -45 1858.2646064711464 1861.0269830598304 150 TCGA 1 50 100 0.5 0.0005 125 7327 -46 1857.8336612477021 1860.8814378287923 150 TCGA 1 50 100 0.5 0.0005 125 7327 -47 1857.1127142682114 1859.9766772092887 150 TCGA 1 50 100 0.5 0.0005 125 7327 -48 1856.5888885521892 1859.7733829057397 150 TCGA 1 50 100 0.5 0.0005 125 7327 -49 1855.1123634540206 1855.3020455058495 150 TCGA 1 50 100 0.5 0.0005 125 7327 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index 6cee81a0e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3760.7302013098733 4896.41165299152 150 TCGA 1 50 100 0.0 0.0005 125 9601 -1 2299.459863243099 3828.070126020729 150 TCGA 1 50 100 0.0 0.0005 125 9601 -2 2071.8591301508523 2631.498816101994 150 TCGA 1 50 100 0.0 0.0005 125 9601 -3 2015.950796998283 2325.103156161668 150 TCGA 1 50 100 0.0 0.0005 125 9601 -4 1986.290130829835 2191.7775891174624 150 TCGA 1 50 100 0.0 0.0005 125 9601 -5 1970.5345492775466 2125.0840408095164 150 TCGA 1 50 100 0.0 0.0005 125 9601 -6 1954.2143865211267 1978.12191511758 150 TCGA 1 50 100 0.0 0.0005 125 9601 -7 1943.038870939946 1966.4834008911746 150 TCGA 1 50 100 0.0 0.0005 125 9601 -8 1937.4070468702039 1980.5469455431455 150 TCGA 1 50 100 0.0 0.0005 125 9601 -9 1929.399319447448 1972.310976268059 150 TCGA 1 50 100 0.0 0.0005 125 9601 -10 1924.6260133103103 1932.5826379210505 150 TCGA 1 50 100 0.0 0.0005 125 9601 -11 1920.2655210923983 1931.3100457119583 150 TCGA 1 50 100 0.0 0.0005 125 9601 -12 1914.6469800139873 1928.6992077084642 150 TCGA 1 50 100 0.0 0.0005 125 9601 -13 1910.4924561391651 1924.3267570763976 150 TCGA 1 50 100 0.0 0.0005 125 9601 -14 1905.856223217836 1908.111345914141 150 TCGA 1 50 100 0.0 0.0005 125 9601 -15 1904.109375872028 1910.920199753651 150 TCGA 1 50 100 0.0 0.0005 125 9601 -16 1899.5271222276047 1904.68490339883 150 TCGA 1 50 100 0.0 0.0005 125 9601 -17 1897.5019679494783 1901.7674646425487 150 TCGA 1 50 100 0.0 0.0005 125 9601 -18 1894.4038369755406 1892.9661779355763 150 TCGA 1 50 100 0.0 0.0005 125 9601 -19 1893.4400359804256 1895.1471628160332 150 TCGA 1 50 100 0.0 0.0005 125 9601 -20 1889.3554228867706 1899.3340702536118 150 TCGA 1 50 100 0.0 0.0005 125 9601 -21 1888.1710152347673 1890.3396934624293 150 TCGA 1 50 100 0.0 0.0005 125 9601 -22 1885.5560493081764 1885.077575990303 150 TCGA 1 50 100 0.0 0.0005 125 9601 -23 1883.8311040660928 1884.4337336094536 150 TCGA 1 50 100 0.0 0.0005 125 9601 -24 1882.0744563912904 1884.762333395493 150 TCGA 1 50 100 0.0 0.0005 125 9601 -25 1881.3793988505142 1885.7890207875314 150 TCGA 1 50 100 0.0 0.0005 125 9601 -26 1879.551479880785 1876.8715832580874 150 TCGA 1 50 100 0.0 0.0005 125 9601 -27 1877.7900723494488 1884.7249829469613 150 TCGA 1 50 100 0.0 0.0005 125 9601 -28 1875.122659844391 1878.5599972518844 150 TCGA 1 50 100 0.0 0.0005 125 9601 -29 1874.0493953111702 1878.493457890036 150 TCGA 1 50 100 0.0 0.0005 125 9601 -30 1873.9320886703272 1872.3286868914886 150 TCGA 1 50 100 0.0 0.0005 125 9601 -31 1872.1294399720907 1872.837805359807 150 TCGA 1 50 100 0.0 0.0005 125 9601 -32 1871.2329833112346 1870.316026543852 150 TCGA 1 50 100 0.0 0.0005 125 9601 -33 1870.256568483748 1872.167829503965 150 TCGA 1 50 100 0.0 0.0005 125 9601 -34 1868.3884555166462 1871.8086501845164 150 TCGA 1 50 100 0.0 0.0005 125 9601 -35 1867.147459043564 1867.2117189953674 150 TCGA 1 50 100 0.0 0.0005 125 9601 -36 1867.2111543488697 1865.7207748949827 150 TCGA 1 50 100 0.0 0.0005 125 9601 -37 1867.2696845634453 1864.7826142430904 150 TCGA 1 50 100 0.0 0.0005 125 9601 -38 1864.4996647324356 1869.4454983658527 150 TCGA 1 50 100 0.0 0.0005 125 9601 -39 1864.3288243529332 1864.9410412659 150 TCGA 1 50 100 0.0 0.0005 125 9601 -40 1863.0531776922996 1863.803242285647 150 TCGA 1 50 100 0.0 0.0005 125 9601 -41 1862.460716113859 1863.279512184948 150 TCGA 1 50 100 0.0 0.0005 125 9601 -42 1861.2465289601632 1860.9388765114636 150 TCGA 1 50 100 0.0 0.0005 125 9601 -43 1860.1312020003018 1857.3145985052215 150 TCGA 1 50 100 0.0 0.0005 125 9601 -44 1859.3235064256482 1860.3679370975974 150 TCGA 1 50 100 0.0 0.0005 125 9601 -45 1858.1885350156354 1859.608608840099 150 TCGA 1 50 100 0.0 0.0005 125 9601 -46 1857.7592538534923 1859.541943727426 150 TCGA 1 50 100 0.0 0.0005 125 9601 -47 1856.964427574576 1856.2737687460742 150 TCGA 1 50 100 0.0 0.0005 125 9601 -48 1855.9205639738366 1857.185595335074 150 TCGA 1 50 100 0.0 0.0005 125 9601 -49 1855.1139375874209 1855.1525633538788 150 TCGA 1 50 100 0.0 0.0005 125 9601 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 8e29b04a7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3757.9501587418204 4932.412293400596 150 TCGA 1 50 100 1.0 0.0005 125 9367 -1 2294.276948503251 3977.433460024733 150 TCGA 1 50 100 1.0 0.0005 125 9367 -2 2071.159008265846 2798.7764236220164 150 TCGA 1 50 100 1.0 0.0005 125 9367 -3 2012.7635827646257 2336.862372163552 150 TCGA 1 50 100 1.0 0.0005 125 9367 -4 1985.9031528149721 2161.35864012445 150 TCGA 1 50 100 1.0 0.0005 125 9367 -5 1967.2502530652878 2140.982263612987 150 TCGA 1 50 100 1.0 0.0005 125 9367 -6 1952.6501048586574 2031.5755860601837 150 TCGA 1 50 100 1.0 0.0005 125 9367 -7 1944.5328148681015 1953.1149552695117 150 TCGA 1 50 100 1.0 0.0005 125 9367 -8 1937.1388637893153 1993.6374861367383 150 TCGA 1 50 100 1.0 0.0005 125 9367 -9 1930.7910160746394 1953.4841179775833 150 TCGA 1 50 100 1.0 0.0005 125 9367 -10 1924.2052450502592 1935.1563297444252 150 TCGA 1 50 100 1.0 0.0005 125 9367 -11 1918.0900496167653 1923.9671403894472 150 TCGA 1 50 100 1.0 0.0005 125 9367 -12 1913.3233910726774 1921.4009476091394 150 TCGA 1 50 100 1.0 0.0005 125 9367 -13 1908.7454164430278 1910.5840138190954 150 TCGA 1 50 100 1.0 0.0005 125 9367 -14 1905.5524115065855 1916.9877886748195 150 TCGA 1 50 100 1.0 0.0005 125 9367 -15 1901.393246030419 1944.519879058378 150 TCGA 1 50 100 1.0 0.0005 125 9367 -16 1899.7253286619514 1907.977737196726 150 TCGA 1 50 100 1.0 0.0005 125 9367 -17 1897.9258062799324 1897.384763784744 150 TCGA 1 50 100 1.0 0.0005 125 9367 -18 1893.0338558516794 1896.788280391214 150 TCGA 1 50 100 1.0 0.0005 125 9367 -19 1892.7697563013842 1891.9229472558104 150 TCGA 1 50 100 1.0 0.0005 125 9367 -20 1887.8899495052112 1911.4619760177843 150 TCGA 1 50 100 1.0 0.0005 125 9367 -21 1886.3051503970562 1890.3750680894707 150 TCGA 1 50 100 1.0 0.0005 125 9367 -22 1885.7576647866103 1895.7945593445745 150 TCGA 1 50 100 1.0 0.0005 125 9367 -23 1884.2997637566798 1884.6390472872174 150 TCGA 1 50 100 1.0 0.0005 125 9367 -24 1882.3254950312928 1885.6489834426036 150 TCGA 1 50 100 1.0 0.0005 125 9367 -25 1880.2105576772485 1882.4462540976367 150 TCGA 1 50 100 1.0 0.0005 125 9367 -26 1879.1289728511483 1879.3168282820352 150 TCGA 1 50 100 1.0 0.0005 125 9367 -27 1877.0638431004481 1890.3452590098932 150 TCGA 1 50 100 1.0 0.0005 125 9367 -28 1876.619531402605 1875.1069348205874 150 TCGA 1 50 100 1.0 0.0005 125 9367 -29 1874.7938102162673 1874.937564408959 150 TCGA 1 50 100 1.0 0.0005 125 9367 -30 1873.1456815096028 1875.931879244857 150 TCGA 1 50 100 1.0 0.0005 125 9367 -31 1871.1927207097742 1875.4527618561558 150 TCGA 1 50 100 1.0 0.0005 125 9367 -32 1870.2333296971576 1876.100863816151 150 TCGA 1 50 100 1.0 0.0005 125 9367 -33 1869.4356755536508 1871.615468087508 150 TCGA 1 50 100 1.0 0.0005 125 9367 -34 1868.7763022895317 1873.796616750746 150 TCGA 1 50 100 1.0 0.0005 125 9367 -35 1867.8589982838487 1871.223497246977 150 TCGA 1 50 100 1.0 0.0005 125 9367 -36 1867.063891647889 1869.0199851798052 150 TCGA 1 50 100 1.0 0.0005 125 9367 -37 1865.7713803447693 1876.758311209367 150 TCGA 1 50 100 1.0 0.0005 125 9367 -38 1864.8865279802214 1867.8047917811714 150 TCGA 1 50 100 1.0 0.0005 125 9367 -39 1863.056722745524 1865.3042311165202 150 TCGA 1 50 100 1.0 0.0005 125 9367 -40 1862.8706069811738 1864.5893389064463 150 TCGA 1 50 100 1.0 0.0005 125 9367 -41 1862.0134548762505 1871.209210726484 150 TCGA 1 50 100 1.0 0.0005 125 9367 -42 1860.7875850527184 1861.900221321451 150 TCGA 1 50 100 1.0 0.0005 125 9367 -43 1859.7186362412056 1861.663217822511 150 TCGA 1 50 100 1.0 0.0005 125 9367 -44 1858.9033575099497 1861.4309861072943 150 TCGA 1 50 100 1.0 0.0005 125 9367 -45 1857.9620645827301 1859.054254426429 150 TCGA 1 50 100 1.0 0.0005 125 9367 -46 1857.4821888254828 1860.855044877709 150 TCGA 1 50 100 1.0 0.0005 125 9367 -47 1855.6385250881403 1857.682071858315 150 TCGA 1 50 100 1.0 0.0005 125 9367 -48 1855.8505519420285 1858.2389204322394 150 TCGA 1 50 100 1.0 0.0005 125 9367 -49 1854.8659151292084 1857.6628485444803 150 TCGA 1 50 100 1.0 0.0005 125 9367 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index feb3a171a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2788.8701223106655 3046.7817395080874 50 TCGA 1 100 100 0.5 0.0005 125 6172 -1 2015.8690205303762 2084.8939816268844 50 TCGA 1 100 100 0.5 0.0005 125 6172 -2 1965.7978526252843 2021.4513816641802 50 TCGA 1 100 100 0.5 0.0005 125 6172 -3 1945.4457497676044 1961.6862946323413 50 TCGA 1 100 100 0.5 0.0005 125 6172 -4 1928.3723112920231 1908.5915711369346 50 TCGA 1 100 100 0.5 0.0005 125 6172 -5 1915.8026187222695 1902.1916749273712 50 TCGA 1 100 100 0.5 0.0005 125 6172 -6 1907.5152282953288 1897.221581540515 50 TCGA 1 100 100 0.5 0.0005 125 6172 -7 1898.9824709674585 1898.3976136787453 50 TCGA 1 100 100 0.5 0.0005 125 6172 -8 1893.0837418285514 1877.656077015939 50 TCGA 1 100 100 0.5 0.0005 125 6172 -9 1886.9536127362323 1872.9978536481235 50 TCGA 1 100 100 0.5 0.0005 125 6172 -10 1881.814859966998 1873.9343801527168 50 TCGA 1 100 100 0.5 0.0005 125 6172 -11 1877.591184343367 1869.334502713764 50 TCGA 1 100 100 0.5 0.0005 125 6172 -12 1874.7682433189566 1864.273273717219 50 TCGA 1 100 100 0.5 0.0005 125 6172 -13 1870.8073221967347 1863.2407735699985 50 TCGA 1 100 100 0.5 0.0005 125 6172 -14 1868.0977656759046 1860.4751234198336 50 TCGA 1 100 100 0.5 0.0005 125 6172 -15 1865.68911396056 1854.8979001452576 50 TCGA 1 100 100 0.5 0.0005 125 6172 -16 1862.2187979887979 1857.3278876069803 50 TCGA 1 100 100 0.5 0.0005 125 6172 -17 1861.1777465425175 1851.8754655847597 50 TCGA 1 100 100 0.5 0.0005 125 6172 -18 1858.9558495701338 1849.6446195822864 50 TCGA 1 100 100 0.5 0.0005 125 6172 -19 1856.229364953146 1846.9910569694173 50 TCGA 1 100 100 0.5 0.0005 125 6172 -20 1854.505939015694 1854.9745707296247 50 TCGA 1 100 100 0.5 0.0005 125 6172 -21 1853.0922033218603 1844.079668361338 50 TCGA 1 100 100 0.5 0.0005 125 6172 -22 1851.3827626853931 1843.4513681689698 50 TCGA 1 100 100 0.5 0.0005 125 6172 -23 1849.5535124557227 1844.3589909999214 50 TCGA 1 100 100 0.5 0.0005 125 6172 -24 1847.8085516065157 1841.6528577948336 50 TCGA 1 100 100 0.5 0.0005 125 6172 -25 1846.3555106209756 1839.89258732628 50 TCGA 1 100 100 0.5 0.0005 125 6172 -26 1844.8265307282002 1838.4832279071136 50 TCGA 1 100 100 0.5 0.0005 125 6172 -27 1844.0771353434527 1836.5444998429648 50 TCGA 1 100 100 0.5 0.0005 125 6172 -28 1842.723566497486 1838.1419640929255 50 TCGA 1 100 100 0.5 0.0005 125 6172 -29 1841.9279630235003 1835.6818724972518 50 TCGA 1 100 100 0.5 0.0005 125 6172 -30 1840.3090220520653 1833.2391431032113 50 TCGA 1 100 100 0.5 0.0005 125 6172 -31 1839.1956231191443 1831.829857294284 50 TCGA 1 100 100 0.5 0.0005 125 6172 -32 1838.1781127670804 1831.4218958562342 50 TCGA 1 100 100 0.5 0.0005 125 6172 -33 1836.9709455215686 1831.188815169598 50 TCGA 1 100 100 0.5 0.0005 125 6172 -34 1836.2819964833286 1828.9834745014134 50 TCGA 1 100 100 0.5 0.0005 125 6172 -35 1835.3845945031053 1829.038059560498 50 TCGA 1 100 100 0.5 0.0005 125 6172 -36 1834.3510167330207 1827.980498807514 50 TCGA 1 100 100 0.5 0.0005 125 6172 -37 1833.3238068529638 1827.9166560340766 50 TCGA 1 100 100 0.5 0.0005 125 6172 -38 1832.5403171032185 1826.4036638269472 50 TCGA 1 100 100 0.5 0.0005 125 6172 -39 1831.6734715881246 1826.2336039327497 50 TCGA 1 100 100 0.5 0.0005 125 6172 -40 1830.8288220911104 1825.651830318585 50 TCGA 1 100 100 0.5 0.0005 125 6172 -41 1829.980844771254 1824.6370279130026 50 TCGA 1 100 100 0.5 0.0005 125 6172 -42 1829.2652140976209 1822.995473583739 50 TCGA 1 100 100 0.5 0.0005 125 6172 -43 1828.5218557908554 1823.3295696009343 50 TCGA 1 100 100 0.5 0.0005 125 6172 -44 1827.7797885626098 1823.2664721311637 50 TCGA 1 100 100 0.5 0.0005 125 6172 -45 1827.227295575896 1823.3900177155308 50 TCGA 1 100 100 0.5 0.0005 125 6172 -46 1826.6559201144842 1821.958096758205 50 TCGA 1 100 100 0.5 0.0005 125 6172 -47 1825.9478192674833 1824.990029493169 50 TCGA 1 100 100 0.5 0.0005 125 6172 -48 1825.0844913639785 1820.395559339667 50 TCGA 1 100 100 0.5 0.0005 125 6172 -49 1824.5580530653097 1819.092570395925 50 TCGA 1 100 100 0.5 0.0005 125 6172 -50 1824.2524831545966 1819.280472798563 50 TCGA 1 100 100 0.5 0.0005 125 6172 -51 1823.566382282852 1820.0306562107412 50 TCGA 1 100 100 0.5 0.0005 125 6172 -52 1823.0577910753589 1818.1780901578204 50 TCGA 1 100 100 0.5 0.0005 125 6172 -53 1822.5379489064549 1817.826173715256 50 TCGA 1 100 100 0.5 0.0005 125 6172 -54 1822.368747272187 1817.1966147878063 50 TCGA 1 100 100 0.5 0.0005 125 6172 -55 1821.6397257209928 1818.2418360111103 50 TCGA 1 100 100 0.5 0.0005 125 6172 -56 1821.3441051198297 1816.502266581933 50 TCGA 1 100 100 0.5 0.0005 125 6172 -57 1820.811464316718 1817.737058706619 50 TCGA 1 100 100 0.5 0.0005 125 6172 -58 1820.5054196956928 1816.0866729889683 50 TCGA 1 100 100 0.5 0.0005 125 6172 -59 1820.0621110618295 1815.7672247958542 50 TCGA 1 100 100 0.5 0.0005 125 6172 -60 1819.407604041676 1816.0568608422975 50 TCGA 1 100 100 0.5 0.0005 125 6172 -61 1819.013685418687 1815.3689277687265 50 TCGA 1 100 100 0.5 0.0005 125 6172 -62 1819.0675325152038 1814.017836374254 50 TCGA 1 100 100 0.5 0.0005 125 6172 -63 1818.600586182758 1815.2357748213724 50 TCGA 1 100 100 0.5 0.0005 125 6172 -64 1818.190080481111 1813.493830848579 50 TCGA 1 100 100 0.5 0.0005 125 6172 -65 1817.7794072955617 1812.9458474010678 50 TCGA 1 100 100 0.5 0.0005 125 6172 -66 1817.6037438511116 1814.453429869072 50 TCGA 1 100 100 0.5 0.0005 125 6172 -67 1817.3329366604548 1812.6346098166614 50 TCGA 1 100 100 0.5 0.0005 125 6172 -68 1817.1522385071053 1812.6410016390546 50 TCGA 1 100 100 0.5 0.0005 125 6172 -69 1816.4845044825515 1813.9045361082758 50 TCGA 1 100 100 0.5 0.0005 125 6172 -70 1816.3514942092972 1811.9431514260757 50 TCGA 1 100 100 0.5 0.0005 125 6172 -71 1816.205284536783 1813.1316126531092 50 TCGA 1 100 100 0.5 0.0005 125 6172 -72 1815.990909229393 1811.529621373469 50 TCGA 1 100 100 0.5 0.0005 125 6172 -73 1815.8450020688867 1812.8293125785176 50 TCGA 1 100 100 0.5 0.0005 125 6172 -74 1815.3738105127568 1811.7098848735866 50 TCGA 1 100 100 0.5 0.0005 125 6172 -75 1815.2308755783727 1810.7481382743797 50 TCGA 1 100 100 0.5 0.0005 125 6172 -76 1815.1179319122618 1810.769853908213 50 TCGA 1 100 100 0.5 0.0005 125 6172 -77 1814.709596293488 1810.5477448276538 50 TCGA 1 100 100 0.5 0.0005 125 6172 -78 1814.6689850306561 1811.5335589078204 50 TCGA 1 100 100 0.5 0.0005 125 6172 -79 1814.4010134983414 1809.7328150763583 50 TCGA 1 100 100 0.5 0.0005 125 6172 -80 1814.314976096619 1810.2433738516802 50 TCGA 1 100 100 0.5 0.0005 125 6172 -81 1814.1096472362813 1809.933082158841 50 TCGA 1 100 100 0.5 0.0005 125 6172 -82 1814.0983091674354 1810.4040576417242 50 TCGA 1 100 100 0.5 0.0005 125 6172 -83 1813.5837351384607 1809.3568593700927 50 TCGA 1 100 100 0.5 0.0005 125 6172 -84 1813.5462765298207 1809.3074828488143 50 TCGA 1 100 100 0.5 0.0005 125 6172 -85 1813.3523017209693 1809.7839956619032 50 TCGA 1 100 100 0.5 0.0005 125 6172 -86 1813.298049785394 1809.2182930031015 50 TCGA 1 100 100 0.5 0.0005 125 6172 -87 1812.9386446322962 1809.631148295187 50 TCGA 1 100 100 0.5 0.0005 125 6172 -88 1812.9850676083408 1808.2516991696766 50 TCGA 1 100 100 0.5 0.0005 125 6172 -89 1812.9048435412583 1808.2532173808495 50 TCGA 1 100 100 0.5 0.0005 125 6172 -90 1812.7764445663709 1809.0819147004554 50 TCGA 1 100 100 0.5 0.0005 125 6172 -91 1812.6463681091248 1808.3088366637876 50 TCGA 1 100 100 0.5 0.0005 125 6172 -92 1812.5995473792502 1810.218956722087 50 TCGA 1 100 100 0.5 0.0005 125 6172 -93 1812.4911608503844 1809.2155749450376 50 TCGA 1 100 100 0.5 0.0005 125 6172 -94 1812.01100663003 1808.8318472244032 50 TCGA 1 100 100 0.5 0.0005 125 6172 -95 1812.1400853917194 1809.2009945970085 50 TCGA 1 100 100 0.5 0.0005 125 6172 -96 1811.908955385515 1807.5177627640153 50 TCGA 1 100 100 0.5 0.0005 125 6172 -97 1811.8026921906394 1807.9592647073257 50 TCGA 1 100 100 0.5 0.0005 125 6172 -98 1811.5724873926533 1807.8245561302606 50 TCGA 1 100 100 0.5 0.0005 125 6172 -99 1811.7645641505312 1807.8440113163474 50 TCGA 1 100 100 0.5 0.0005 125 6172 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index 7fbabb3d1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2799.511321050672 3334.37600846027 50 TCGA 1 100 100 0.0 0.0005 125 8556 -1 2014.1553122427517 2077.182381634736 50 TCGA 1 100 100 0.0 0.0005 125 8556 -2 1965.588384669811 2028.05398022829 50 TCGA 1 100 100 0.0 0.0005 125 8556 -3 1942.884285096625 1942.1291510040437 50 TCGA 1 100 100 0.0 0.0005 125 8556 -4 1926.6563032482177 1927.4426870681532 50 TCGA 1 100 100 0.0 0.0005 125 8556 -5 1916.0607099987617 1910.9328582610317 50 TCGA 1 100 100 0.0 0.0005 125 8556 -6 1905.33325163974 1900.0098717464275 50 TCGA 1 100 100 0.0 0.0005 125 8556 -7 1898.7654693838554 1892.7144806061558 50 TCGA 1 100 100 0.0 0.0005 125 8556 -8 1891.7016402903591 1893.8261442711605 50 TCGA 1 100 100 0.0 0.0005 125 8556 -9 1887.014116691098 1878.650686292792 50 TCGA 1 100 100 0.0 0.0005 125 8556 -10 1883.793735957622 1876.4562552754005 50 TCGA 1 100 100 0.0 0.0005 125 8556 -11 1876.868665642179 1870.6592109718515 50 TCGA 1 100 100 0.0 0.0005 125 8556 -12 1873.569919297067 1868.1618210682318 50 TCGA 1 100 100 0.0 0.0005 125 8556 -13 1870.5041437686614 1873.7922406220555 50 TCGA 1 100 100 0.0 0.0005 125 8556 -14 1867.4066244815792 1863.809290593593 50 TCGA 1 100 100 0.0 0.0005 125 8556 -15 1864.5157548776892 1862.0825735120918 50 TCGA 1 100 100 0.0 0.0005 125 8556 -16 1863.0628579402958 1861.321246123194 50 TCGA 1 100 100 0.0 0.0005 125 8556 -17 1859.999723989472 1857.1495588293028 50 TCGA 1 100 100 0.0 0.0005 125 8556 -18 1858.0726230339035 1855.6208146445117 50 TCGA 1 100 100 0.0 0.0005 125 8556 -19 1855.728269999202 1852.5309089392274 50 TCGA 1 100 100 0.0 0.0005 125 8556 -20 1854.167364339129 1853.0288257694724 50 TCGA 1 100 100 0.0 0.0005 125 8556 -21 1852.7407700455285 1852.738495333111 50 TCGA 1 100 100 0.0 0.0005 125 8556 -22 1850.854581502256 1852.2774032516097 50 TCGA 1 100 100 0.0 0.0005 125 8556 -23 1849.5315577441766 1849.4125111642195 50 TCGA 1 100 100 0.0 0.0005 125 8556 -24 1847.8602178969386 1845.4114260266174 50 TCGA 1 100 100 0.0 0.0005 125 8556 -25 1846.5292616396134 1843.925964662178 50 TCGA 1 100 100 0.0 0.0005 125 8556 -26 1844.7483919801316 1845.9467233629082 50 TCGA 1 100 100 0.0 0.0005 125 8556 -27 1843.6728712648855 1848.577217753808 50 TCGA 1 100 100 0.0 0.0005 125 8556 -28 1842.545352057376 1842.2862438412767 50 TCGA 1 100 100 0.0 0.0005 125 8556 -29 1841.2274765217328 1840.157919725581 50 TCGA 1 100 100 0.0 0.0005 125 8556 -30 1839.7915365664285 1838.5437060792242 50 TCGA 1 100 100 0.0 0.0005 125 8556 -31 1838.393830670777 1840.0026745053392 50 TCGA 1 100 100 0.0 0.0005 125 8556 -32 1837.4871577643858 1836.671627178863 50 TCGA 1 100 100 0.0 0.0005 125 8556 -33 1836.6117238077632 1836.2044426232726 50 TCGA 1 100 100 0.0 0.0005 125 8556 -34 1835.3993912262633 1835.071303171129 50 TCGA 1 100 100 0.0 0.0005 125 8556 -35 1834.7622997387405 1834.9256340295226 50 TCGA 1 100 100 0.0 0.0005 125 8556 -36 1833.741678262824 1833.5119359002042 50 TCGA 1 100 100 0.0 0.0005 125 8556 -37 1832.729934959782 1834.3841037462705 50 TCGA 1 100 100 0.0 0.0005 125 8556 -38 1831.9009460660413 1831.4730917772456 50 TCGA 1 100 100 0.0 0.0005 125 8556 -39 1830.9559530144704 1830.024817078557 50 TCGA 1 100 100 0.0 0.0005 125 8556 -40 1830.4060611377831 1830.0947774762485 50 TCGA 1 100 100 0.0 0.0005 125 8556 -41 1829.5768339759818 1832.3856796187972 50 TCGA 1 100 100 0.0 0.0005 125 8556 -42 1828.8540499874864 1830.2688190709407 50 TCGA 1 100 100 0.0 0.0005 125 8556 -43 1828.016003160448 1827.1491975257145 50 TCGA 1 100 100 0.0 0.0005 125 8556 -44 1827.5101342748912 1826.6073605331344 50 TCGA 1 100 100 0.0 0.0005 125 8556 -45 1826.8195546939312 1826.5729722832914 50 TCGA 1 100 100 0.0 0.0005 125 8556 -46 1825.9942573268893 1826.2693962978958 50 TCGA 1 100 100 0.0 0.0005 125 8556 -47 1825.2995345359109 1825.030074076437 50 TCGA 1 100 100 0.0 0.0005 125 8556 -48 1825.0441104664521 1825.230844775636 50 TCGA 1 100 100 0.0 0.0005 125 8556 -49 1824.017358196781 1827.1046375677215 50 TCGA 1 100 100 0.0 0.0005 125 8556 -50 1823.731009271185 1827.542348583739 50 TCGA 1 100 100 0.0 0.0005 125 8556 -51 1823.1715477850703 1823.9519889486494 50 TCGA 1 100 100 0.0 0.0005 125 8556 -52 1822.3885920571754 1824.3179698541535 50 TCGA 1 100 100 0.0 0.0005 125 8556 -53 1821.948846939007 1822.389449076437 50 TCGA 1 100 100 0.0 0.0005 125 8556 -54 1821.46084263969 1822.4638929510836 50 TCGA 1 100 100 0.0 0.0005 125 8556 -55 1821.315923923067 1821.8132814953674 50 TCGA 1 100 100 0.0 0.0005 125 8556 -56 1820.7892956176445 1821.3076932514134 50 TCGA 1 100 100 0.0 0.0005 125 8556 -57 1820.442376394918 1820.7041089235238 50 TCGA 1 100 100 0.0 0.0005 125 8556 -58 1820.2333262226707 1820.2392412501963 50 TCGA 1 100 100 0.0 0.0005 125 8556 -59 1819.6447672834886 1820.3487738987908 50 TCGA 1 100 100 0.0 0.0005 125 8556 -60 1819.0559416672045 1819.2450668871702 50 TCGA 1 100 100 0.0 0.0005 125 8556 -61 1818.541213629887 1820.229727126845 50 TCGA 1 100 100 0.0 0.0005 125 8556 -62 1818.423473277679 1818.9634764398163 50 TCGA 1 100 100 0.0 0.0005 125 8556 -63 1818.0058698802138 1818.4929131742697 50 TCGA 1 100 100 0.0 0.0005 125 8556 -64 1817.7192721132162 1818.2834429716945 50 TCGA 1 100 100 0.0 0.0005 125 8556 -65 1817.2794046658519 1818.6018949729114 50 TCGA 1 100 100 0.0 0.0005 125 8556 -66 1817.2363021412868 1818.861836035647 50 TCGA 1 100 100 0.0 0.0005 125 8556 -67 1816.893915639018 1817.4112886208386 50 TCGA 1 100 100 0.0 0.0005 125 8556 -68 1816.6654716702042 1817.1840403187814 50 TCGA 1 100 100 0.0 0.0005 125 8556 -69 1816.47665380407 1816.9768324042086 50 TCGA 1 100 100 0.0 0.0005 125 8556 -70 1815.9372752620009 1817.3495750235552 50 TCGA 1 100 100 0.0 0.0005 125 8556 -71 1815.7390772072995 1816.3337463685616 50 TCGA 1 100 100 0.0 0.0005 125 8556 -72 1815.3034877119246 1815.6646072157664 50 TCGA 1 100 100 0.0 0.0005 125 8556 -73 1815.2724814029102 1815.45628287924 50 TCGA 1 100 100 0.0 0.0005 125 8556 -74 1815.0245837809744 1816.3158511061165 50 TCGA 1 100 100 0.0 0.0005 125 8556 -75 1814.775142083358 1817.694597867266 50 TCGA 1 100 100 0.0 0.0005 125 8556 -76 1814.4495116288222 1815.2519825690954 50 TCGA 1 100 100 0.0 0.0005 125 8556 -77 1814.411198228235 1816.4370675398477 50 TCGA 1 100 100 0.0 0.0005 125 8556 -78 1814.220556242762 1815.3996459347518 50 TCGA 1 100 100 0.0 0.0005 125 8556 -79 1814.0269117009389 1814.4840143098304 50 TCGA 1 100 100 0.0 0.0005 125 8556 -80 1813.838158269508 1815.1775288797503 50 TCGA 1 100 100 0.0 0.0005 125 8556 -81 1813.5321203658245 1814.8421434565405 50 TCGA 1 100 100 0.0 0.0005 125 8556 -82 1813.2921899335036 1814.3646442662532 50 TCGA 1 100 100 0.0 0.0005 125 8556 -83 1813.2242734261636 1815.925204023045 50 TCGA 1 100 100 0.0 0.0005 125 8556 -84 1813.2394255144095 1814.5302262042635 50 TCGA 1 100 100 0.0 0.0005 125 8556 -85 1812.9846019998222 1814.2867535921796 50 TCGA 1 100 100 0.0 0.0005 125 8556 -86 1812.6916949594377 1814.2564488703283 50 TCGA 1 100 100 0.0 0.0005 125 8556 -87 1812.5467541287262 1813.522856592533 50 TCGA 1 100 100 0.0 0.0005 125 8556 -88 1812.4162295580256 1815.043277299584 50 TCGA 1 100 100 0.0 0.0005 125 8556 -89 1812.646041602718 1814.5141877600895 50 TCGA 1 100 100 0.0 0.0005 125 8556 -90 1812.3225300947806 1813.2833399173603 50 TCGA 1 100 100 0.0 0.0005 125 8556 -91 1812.019538253476 1813.3078392450534 50 TCGA 1 100 100 0.0 0.0005 125 8556 -92 1811.749142115078 1814.0257562225188 50 TCGA 1 100 100 0.0 0.0005 125 8556 -93 1811.8251454842678 1813.2089340746702 50 TCGA 1 100 100 0.0 0.0005 125 8556 -94 1811.7917513306058 1813.4731316494583 50 TCGA 1 100 100 0.0 0.0005 125 8556 -95 1811.425412204971 1812.309997865303 50 TCGA 1 100 100 0.0 0.0005 125 8556 -96 1811.4873189942114 1812.742973289298 50 TCGA 1 100 100 0.0 0.0005 125 8556 -97 1811.485478824105 1812.9435397200848 50 TCGA 1 100 100 0.0 0.0005 125 8556 -98 1811.2469757383244 1812.6421260354507 50 TCGA 1 100 100 0.0 0.0005 125 8556 -99 1811.1267414265465 1813.87452092003 50 TCGA 1 100 100 0.0 0.0005 125 8556 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index 6982461d3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2787.8251237516915 3189.2766751236654 50 TCGA 1 100 100 1.0 0.0005 125 4013 -1 2011.815578218416 2079.730256507145 50 TCGA 1 100 100 1.0 0.0005 125 4013 -2 1967.163041327811 1954.1236921914258 50 TCGA 1 100 100 1.0 0.0005 125 4013 -3 1942.4080417725454 1991.5136853702104 50 TCGA 1 100 100 1.0 0.0005 125 4013 -4 1927.6317430665044 1918.1250717699827 50 TCGA 1 100 100 1.0 0.0005 125 4013 -5 1915.2801436824395 1906.1614100777324 50 TCGA 1 100 100 1.0 0.0005 125 4013 -6 1905.5018101668888 1894.9106365568075 50 TCGA 1 100 100 1.0 0.0005 125 4013 -7 1898.6207840165093 1893.7790784979586 50 TCGA 1 100 100 1.0 0.0005 125 4013 -8 1892.8731421985747 1886.073463018216 50 TCGA 1 100 100 1.0 0.0005 125 4013 -9 1886.4072882448647 1878.1347650115813 50 TCGA 1 100 100 1.0 0.0005 125 4013 -10 1880.8267017002152 1876.1330413051587 50 TCGA 1 100 100 1.0 0.0005 125 4013 -11 1877.3410567547517 1881.1959713116364 50 TCGA 1 100 100 1.0 0.0005 125 4013 -12 1873.846635731832 1869.5484478054334 50 TCGA 1 100 100 1.0 0.0005 125 4013 -13 1871.1437015288616 1862.7091475443624 50 TCGA 1 100 100 1.0 0.0005 125 4013 -14 1867.6483846469202 1864.4203966610396 50 TCGA 1 100 100 1.0 0.0005 125 4013 -15 1865.1476080513703 1859.2082298700534 50 TCGA 1 100 100 1.0 0.0005 125 4013 -16 1861.8587283638922 1855.152721615892 50 TCGA 1 100 100 1.0 0.0005 125 4013 -17 1860.2761530500927 1865.7820327222048 50 TCGA 1 100 100 1.0 0.0005 125 4013 -18 1858.558240387852 1858.387433382734 50 TCGA 1 100 100 1.0 0.0005 125 4013 -19 1856.424679319831 1850.8183385187658 50 TCGA 1 100 100 1.0 0.0005 125 4013 -20 1854.2032385271618 1850.079099722244 50 TCGA 1 100 100 1.0 0.0005 125 4013 -21 1852.4512962071356 1848.5266972067368 50 TCGA 1 100 100 1.0 0.0005 125 4013 -22 1851.3737705765936 1848.0856246564856 50 TCGA 1 100 100 1.0 0.0005 125 4013 -23 1849.6478135366235 1846.8156848696608 50 TCGA 1 100 100 1.0 0.0005 125 4013 -24 1847.4147661721977 1844.6089308848932 50 TCGA 1 100 100 1.0 0.0005 125 4013 -25 1846.280843839274 1842.0816251668498 50 TCGA 1 100 100 1.0 0.0005 125 4013 -26 1845.2587973331417 1843.4260063746467 50 TCGA 1 100 100 1.0 0.0005 125 4013 -27 1843.323635417684 1840.0754713508952 50 TCGA 1 100 100 1.0 0.0005 125 4013 -28 1842.5646706551418 1838.6376726160097 50 TCGA 1 100 100 1.0 0.0005 125 4013 -29 1841.0936570472518 1837.364551640036 50 TCGA 1 100 100 1.0 0.0005 125 4013 -30 1840.2141494521047 1839.4700479938756 50 TCGA 1 100 100 1.0 0.0005 125 4013 -31 1839.0017092432583 1836.995940395336 50 TCGA 1 100 100 1.0 0.0005 125 4013 -32 1837.9863469962338 1834.4132135285804 50 TCGA 1 100 100 1.0 0.0005 125 4013 -33 1836.4874146584223 1834.6016956118483 50 TCGA 1 100 100 1.0 0.0005 125 4013 -34 1835.5995678310348 1833.3017688540358 50 TCGA 1 100 100 1.0 0.0005 125 4013 -35 1834.7327125328754 1833.149303647142 50 TCGA 1 100 100 1.0 0.0005 125 4013 -36 1833.987018294387 1830.5749186606863 50 TCGA 1 100 100 1.0 0.0005 125 4013 -37 1832.7490567516995 1829.4705025370995 50 TCGA 1 100 100 1.0 0.0005 125 4013 -38 1832.1553971156143 1829.5532625284627 50 TCGA 1 100 100 1.0 0.0005 125 4013 -39 1831.2507093948823 1829.3561944242697 50 TCGA 1 100 100 1.0 0.0005 125 4013 -40 1830.5209225027513 1827.4522349295305 50 TCGA 1 100 100 1.0 0.0005 125 4013 -41 1829.9259767205551 1826.4546744955244 50 TCGA 1 100 100 1.0 0.0005 125 4013 -42 1829.0955886440572 1825.8905115175487 50 TCGA 1 100 100 1.0 0.0005 125 4013 -43 1828.1977997967304 1826.3850103790437 50 TCGA 1 100 100 1.0 0.0005 125 4013 -44 1827.3178986307632 1827.7380432435616 50 TCGA 1 100 100 1.0 0.0005 125 4013 -45 1826.7243962595007 1826.442867413238 50 TCGA 1 100 100 1.0 0.0005 125 4013 -46 1826.369335536912 1824.6428136777638 50 TCGA 1 100 100 1.0 0.0005 125 4013 -47 1825.467515126418 1822.709454867109 50 TCGA 1 100 100 1.0 0.0005 125 4013 -48 1824.9712970170315 1823.0004103770807 50 TCGA 1 100 100 1.0 0.0005 125 4013 -49 1824.4718543247582 1821.5957276617462 50 TCGA 1 100 100 1.0 0.0005 125 4013 -50 1823.7813212065469 1825.3499510491913 50 TCGA 1 100 100 1.0 0.0005 125 4013 -51 1823.3339235646636 1822.3397664592494 50 TCGA 1 100 100 1.0 0.0005 125 4013 -52 1822.9809196839203 1820.628943668538 50 TCGA 1 100 100 1.0 0.0005 125 4013 -53 1822.2347878371916 1819.55588305296 50 TCGA 1 100 100 1.0 0.0005 125 4013 -54 1821.7589170326278 1821.2274685193545 50 TCGA 1 100 100 1.0 0.0005 125 4013 -55 1821.3722615455433 1819.588881296129 50 TCGA 1 100 100 1.0 0.0005 125 4013 -56 1821.0880619240254 1819.6489932573022 50 TCGA 1 100 100 1.0 0.0005 125 4013 -57 1820.4370962101004 1819.455869435066 50 TCGA 1 100 100 1.0 0.0005 125 4013 -58 1820.0242617982135 1818.170873287335 50 TCGA 1 100 100 1.0 0.0005 125 4013 -59 1819.9025841027528 1817.5421694654915 50 TCGA 1 100 100 1.0 0.0005 125 4013 -60 1819.3598537706932 1816.8235550310144 50 TCGA 1 100 100 1.0 0.0005 125 4013 -61 1818.845562496839 1818.9507105841708 50 TCGA 1 100 100 1.0 0.0005 125 4013 -62 1818.6217980489678 1816.4831837409704 50 TCGA 1 100 100 1.0 0.0005 125 4013 -63 1818.3660011602335 1816.6956038738615 50 TCGA 1 100 100 1.0 0.0005 125 4013 -64 1817.9184628356873 1815.9351806640625 50 TCGA 1 100 100 1.0 0.0005 125 4013 -65 1817.8037508736631 1815.3140458150126 50 TCGA 1 100 100 1.0 0.0005 125 4013 -66 1817.320246648251 1815.827907236377 50 TCGA 1 100 100 1.0 0.0005 125 4013 -67 1816.736284659848 1815.5798168086526 50 TCGA 1 100 100 1.0 0.0005 125 4013 -68 1816.6118703084887 1814.327469255457 50 TCGA 1 100 100 1.0 0.0005 125 4013 -69 1816.293367770996 1815.1317893176822 50 TCGA 1 100 100 1.0 0.0005 125 4013 -70 1816.1443840952534 1814.823787516685 50 TCGA 1 100 100 1.0 0.0005 125 4013 -71 1815.997180705811 1815.3643449179492 50 TCGA 1 100 100 1.0 0.0005 125 4013 -72 1815.8732366501215 1814.5612228623586 50 TCGA 1 100 100 1.0 0.0005 125 4013 -73 1815.4929082312478 1813.5177412943624 50 TCGA 1 100 100 1.0 0.0005 125 4013 -74 1815.2706415734397 1814.22758016155 50 TCGA 1 100 100 1.0 0.0005 125 4013 -75 1814.966435514719 1812.6086879711056 50 TCGA 1 100 100 1.0 0.0005 125 4013 -76 1814.8915596915244 1814.2436437558888 50 TCGA 1 100 100 1.0 0.0005 125 4013 -77 1814.754958215682 1813.1639085319173 50 TCGA 1 100 100 1.0 0.0005 125 4013 -78 1814.4141492667989 1812.6005589470792 50 TCGA 1 100 100 1.0 0.0005 125 4013 -79 1814.350495437331 1813.3241696765076 50 TCGA 1 100 100 1.0 0.0005 125 4013 -80 1813.9929091850286 1814.363903256517 50 TCGA 1 100 100 1.0 0.0005 125 4013 -81 1813.7366946493225 1812.6292546717964 50 TCGA 1 100 100 1.0 0.0005 125 4013 -82 1813.855701172747 1812.134869292753 50 TCGA 1 100 100 1.0 0.0005 125 4013 -83 1813.6076303169734 1811.6834526637092 50 TCGA 1 100 100 1.0 0.0005 125 4013 -84 1813.2525331054578 1811.8731388877984 50 TCGA 1 100 100 1.0 0.0005 125 4013 -85 1813.1984527141658 1811.998057303117 50 TCGA 1 100 100 1.0 0.0005 125 4013 -86 1813.046802826047 1811.3675445096576 50 TCGA 1 100 100 1.0 0.0005 125 4013 -87 1812.790467446318 1811.0194441445508 50 TCGA 1 100 100 1.0 0.0005 125 4013 -88 1812.699255238927 1810.7090794548917 50 TCGA 1 100 100 1.0 0.0005 125 4013 -89 1812.6824966432366 1811.2772345614792 50 TCGA 1 100 100 1.0 0.0005 125 4013 -90 1812.4114437722803 1811.5600291496546 50 TCGA 1 100 100 1.0 0.0005 125 4013 -91 1812.2788503012202 1810.3714084337705 50 TCGA 1 100 100 1.0 0.0005 125 4013 -92 1812.1938880556781 1811.136470928863 50 TCGA 1 100 100 1.0 0.0005 125 4013 -93 1812.064317987891 1810.6774337998586 50 TCGA 1 100 100 1.0 0.0005 125 4013 -94 1811.899302238518 1809.6383308142274 50 TCGA 1 100 100 1.0 0.0005 125 4013 -95 1811.7258756415947 1809.866264304923 50 TCGA 1 100 100 1.0 0.0005 125 4013 -96 1811.870946895013 1810.7165085682318 50 TCGA 1 100 100 1.0 0.0005 125 4013 -97 1811.8507290046148 1811.4295997811323 50 TCGA 1 100 100 1.0 0.0005 125 4013 -98 1811.5617977993497 1810.142991569174 50 TCGA 1 100 100 1.0 0.0005 125 4013 -99 1811.4476436764444 1809.8938908409234 50 TCGA 1 100 100 1.0 0.0005 125 4013 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index f3de8ac18..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2794.769497622415 3195.355899369896 50 TCGA 1 50 100 0.5 0.0005 125 8605 -1 2011.322145734758 2257.848250039259 50 TCGA 1 50 100 0.5 0.0005 125 8605 -2 1967.187234590064 1965.738691013662 50 TCGA 1 50 100 0.5 0.0005 125 8605 -3 1943.0668326036275 2004.2170440827183 50 TCGA 1 50 100 0.5 0.0005 125 8605 -4 1925.3353226520426 1964.5957632400282 50 TCGA 1 50 100 0.5 0.0005 125 8605 -5 1914.0113720098157 1904.870142337665 50 TCGA 1 50 100 0.5 0.0005 125 8605 -6 1906.020513140047 1896.2274347813286 50 TCGA 1 50 100 0.5 0.0005 125 8605 -7 1898.9465447574978 1894.4904318958072 50 TCGA 1 50 100 0.5 0.0005 125 8605 -8 1891.7794234417074 1883.917653452811 50 TCGA 1 50 100 0.5 0.0005 125 8605 -9 1887.3127078833304 1880.2514439875158 50 TCGA 1 50 100 0.5 0.0005 125 8605 -10 1881.3108013300828 1876.4034620122095 50 TCGA 1 50 100 0.5 0.0005 125 8605 -11 1877.6736007981674 1870.108776303392 50 TCGA 1 50 100 0.5 0.0005 125 8605 -12 1873.8455109245504 1868.260881433535 50 TCGA 1 50 100 0.5 0.0005 125 8605 -13 1870.6004688268474 1864.3408203125 50 TCGA 1 50 100 0.5 0.0005 125 8605 -14 1868.449276998754 1862.0428006732884 50 TCGA 1 50 100 0.5 0.0005 125 8605 -15 1864.9298769344855 1857.9766649409155 50 TCGA 1 50 100 0.5 0.0005 125 8605 -16 1862.0627923474299 1862.5277884785255 50 TCGA 1 50 100 0.5 0.0005 125 8605 -17 1861.3388700624678 1854.169973402167 50 TCGA 1 50 100 0.5 0.0005 125 8605 -18 1858.3685593092491 1855.8106370475423 50 TCGA 1 50 100 0.5 0.0005 125 8605 -19 1856.069639730299 1850.7525401666535 50 TCGA 1 50 100 0.5 0.0005 125 8605 -20 1854.2451558701227 1849.9548474795854 50 TCGA 1 50 100 0.5 0.0005 125 8605 -21 1852.4437231333584 1848.087577168067 50 TCGA 1 50 100 0.5 0.0005 125 8605 -22 1850.9764465883861 1848.768864463921 50 TCGA 1 50 100 0.5 0.0005 125 8605 -23 1849.4950281043766 1845.149123915476 50 TCGA 1 50 100 0.5 0.0005 125 8605 -24 1848.3013191687262 1843.344944326123 50 TCGA 1 50 100 0.5 0.0005 125 8605 -25 1846.9499244660135 1849.1041118679334 50 TCGA 1 50 100 0.5 0.0005 125 8605 -26 1845.1198889613884 1840.6648531966473 50 TCGA 1 50 100 0.5 0.0005 125 8605 -27 1843.9831886874842 1839.816846071176 50 TCGA 1 50 100 0.5 0.0005 125 8605 -28 1842.4534633332883 1839.6896573934123 50 TCGA 1 50 100 0.5 0.0005 125 8605 -29 1841.2588118987367 1837.5524485219064 50 TCGA 1 50 100 0.5 0.0005 125 8605 -30 1840.0832743260967 1836.0535262984847 50 TCGA 1 50 100 0.5 0.0005 125 8605 -31 1838.9084962082036 1834.781057386542 50 TCGA 1 50 100 0.5 0.0005 125 8605 -32 1837.8237128646822 1833.9741075985396 50 TCGA 1 50 100 0.5 0.0005 125 8605 -33 1837.0143922792374 1832.8984258450455 50 TCGA 1 50 100 0.5 0.0005 125 8605 -34 1836.0829507627848 1831.578201677332 50 TCGA 1 50 100 0.5 0.0005 125 8605 -35 1834.9953418437465 1831.9148850944173 50 TCGA 1 50 100 0.5 0.0005 125 8605 -36 1833.7215138386505 1830.1018685959093 50 TCGA 1 50 100 0.5 0.0005 125 8605 -37 1832.8038918424602 1830.5567044205402 50 TCGA 1 50 100 0.5 0.0005 125 8605 -38 1832.2011663430715 1829.9118272024184 50 TCGA 1 50 100 0.5 0.0005 125 8605 -39 1831.3880497101813 1831.6798187715924 50 TCGA 1 50 100 0.5 0.0005 125 8605 -40 1830.643066624257 1828.0228437107412 50 TCGA 1 50 100 0.5 0.0005 125 8605 -41 1830.0735977569693 1826.7712745858198 50 TCGA 1 50 100 0.5 0.0005 125 8605 -42 1828.9942990616105 1826.9871967258166 50 TCGA 1 50 100 0.5 0.0005 125 8605 -43 1828.190356151003 1825.243525979507 50 TCGA 1 50 100 0.5 0.0005 125 8605 -44 1827.4572487801418 1824.837840938089 50 TCGA 1 50 100 0.5 0.0005 125 8605 -45 1827.111812345869 1823.5650297385364 50 TCGA 1 50 100 0.5 0.0005 125 8605 -46 1826.3635832306156 1823.6274598088096 50 TCGA 1 50 100 0.5 0.0005 125 8605 -47 1825.686850298168 1826.1582736681455 50 TCGA 1 50 100 0.5 0.0005 125 8605 -48 1825.1828497873778 1822.1990451525205 50 TCGA 1 50 100 0.5 0.0005 125 8605 -49 1824.495928909433 1821.6779723814384 50 TCGA 1 50 100 0.5 0.0005 125 8605 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 0e8500e42..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2792.1785685652826 2890.399957551429 50 TCGA 1 50 100 0.0 0.0005 125 5218 -1 2010.3168887268127 2158.204306444331 50 TCGA 1 50 100 0.0 0.0005 125 5218 -2 1966.1545933236873 1959.3447468053157 50 TCGA 1 50 100 0.0 0.0005 125 5218 -3 1942.3625980704633 1975.6906848696608 50 TCGA 1 50 100 0.0 0.0005 125 5218 -4 1924.2546374183346 1926.6696090314856 50 TCGA 1 50 100 0.0 0.0005 125 5218 -5 1915.5449291509847 1900.2051695243797 50 TCGA 1 50 100 0.0 0.0005 125 5218 -6 1904.8729133593183 1897.636171580559 50 TCGA 1 50 100 0.0 0.0005 125 5218 -7 1897.5811495750606 1895.0776680031015 50 TCGA 1 50 100 0.0 0.0005 125 5218 -8 1892.1564136551538 1884.1828245230056 50 TCGA 1 50 100 0.0 0.0005 125 5218 -9 1886.417362540571 1897.3966009245446 50 TCGA 1 50 100 0.0 0.0005 125 5218 -10 1881.3502107473978 1880.3570568909 50 TCGA 1 50 100 0.0 0.0005 125 5218 -11 1877.7065291934307 1869.3231256379554 50 TCGA 1 50 100 0.0 0.0005 125 5218 -12 1873.2107040417195 1871.0952829332207 50 TCGA 1 50 100 0.0 0.0005 125 5218 -13 1871.262359963183 1862.282760850149 50 TCGA 1 50 100 0.0 0.0005 125 5218 -14 1867.5062369904304 1866.1312918351523 50 TCGA 1 50 100 0.0 0.0005 125 5218 -15 1864.4339605059552 1863.2770965422817 50 TCGA 1 50 100 0.0 0.0005 125 5218 -16 1862.515114277651 1857.4702461281015 50 TCGA 1 50 100 0.0 0.0005 125 5218 -17 1859.974610683042 1856.7513814188128 50 TCGA 1 50 100 0.0 0.0005 125 5218 -18 1857.910542067945 1853.060637660961 50 TCGA 1 50 100 0.0 0.0005 125 5218 -19 1855.8966926262174 1852.5692617138427 50 TCGA 1 50 100 0.0 0.0005 125 5218 -20 1854.3844639577694 1853.1705837537295 50 TCGA 1 50 100 0.0 0.0005 125 5218 -21 1852.1252074473164 1848.552764432514 50 TCGA 1 50 100 0.0 0.0005 125 5218 -22 1851.2331020024383 1848.233225453439 50 TCGA 1 50 100 0.0 0.0005 125 5218 -23 1849.469253623495 1847.0337367992306 50 TCGA 1 50 100 0.0 0.0005 125 5218 -24 1847.7907478442376 1844.154391341473 50 TCGA 1 50 100 0.0 0.0005 125 5218 -25 1846.019649736822 1844.627972626806 50 TCGA 1 50 100 0.0 0.0005 125 5218 -26 1845.5018497215397 1845.3423556993955 50 TCGA 1 50 100 0.0 0.0005 125 5218 -27 1843.7185707709689 1842.4792296443154 50 TCGA 1 50 100 0.0 0.0005 125 5218 -28 1842.5130551603572 1837.3353253081816 50 TCGA 1 50 100 0.0 0.0005 125 5218 -29 1840.913979507448 1837.9340844849246 50 TCGA 1 50 100 0.0 0.0005 125 5218 -30 1839.9382422730678 1837.6765198060616 50 TCGA 1 50 100 0.0 0.0005 125 5218 -31 1838.7132100189274 1840.2221618345634 50 TCGA 1 50 100 0.0 0.0005 125 5218 -32 1837.39820699844 1836.498624101955 50 TCGA 1 50 100 0.0 0.0005 125 5218 -33 1836.4195291489573 1834.917590884108 50 TCGA 1 50 100 0.0 0.0005 125 5218 -34 1835.529721416444 1833.091905450102 50 TCGA 1 50 100 0.0 0.0005 125 5218 -35 1834.6675328721903 1832.0065672601288 50 TCGA 1 50 100 0.0 0.0005 125 5218 -36 1833.8432454636006 1831.1220856479663 50 TCGA 1 50 100 0.0 0.0005 125 5218 -37 1832.6644587005298 1830.71597550742 50 TCGA 1 50 100 0.0 0.0005 125 5218 -38 1832.2340920677486 1833.6017771965296 50 TCGA 1 50 100 0.0 0.0005 125 5218 -39 1830.8725415483252 1828.5666908762562 50 TCGA 1 50 100 0.0 0.0005 125 5218 -40 1830.3281016323713 1828.6772062215373 50 TCGA 1 50 100 0.0 0.0005 125 5218 -41 1829.7203556354164 1828.336835544912 50 TCGA 1 50 100 0.0 0.0005 125 5218 -42 1828.8387370236765 1826.7849022946766 50 TCGA 1 50 100 0.0 0.0005 125 5218 -43 1828.148201480137 1826.5640942750863 50 TCGA 1 50 100 0.0 0.0005 125 5218 -44 1827.5534414808085 1826.383122276421 50 TCGA 1 50 100 0.0 0.0005 125 5218 -45 1826.8170617698945 1825.4699792909862 50 TCGA 1 50 100 0.0 0.0005 125 5218 -46 1826.1118572961939 1823.9134447874137 50 TCGA 1 50 100 0.0 0.0005 125 5218 -47 1825.416569376487 1823.9209757282506 50 TCGA 1 50 100 0.0 0.0005 125 5218 -48 1824.919001612816 1823.1281554255654 50 TCGA 1 50 100 0.0 0.0005 125 5218 -49 1824.3100460583457 1823.6973024301194 50 TCGA 1 50 100 0.0 0.0005 125 5218 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index 625a21e5c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0005lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2792.861824527012 3327.246179628612 50 TCGA 1 50 100 1.0 0.0005 125 9264 -1 2014.347598369133 2084.983681836919 50 TCGA 1 50 100 1.0 0.0005 125 9264 -2 1966.8577229427112 2003.043781529719 50 TCGA 1 50 100 1.0 0.0005 125 9264 -3 1944.4418684657842 1949.7836975404366 50 TCGA 1 50 100 1.0 0.0005 125 9264 -4 1925.613420202232 1935.3449308309123 50 TCGA 1 50 100 1.0 0.0005 125 9264 -5 1917.0667327700323 1907.390379019119 50 TCGA 1 50 100 1.0 0.0005 125 9264 -6 1905.971132067461 1895.702804182043 50 TCGA 1 50 100 1.0 0.0005 125 9264 -7 1898.595269345508 1891.5396299122565 50 TCGA 1 50 100 1.0 0.0005 125 9264 -8 1891.1707853463522 1894.8221680914337 50 TCGA 1 50 100 1.0 0.0005 125 9264 -9 1886.6169185338242 1880.6300331000707 50 TCGA 1 50 100 1.0 0.0005 125 9264 -10 1882.213976681532 1875.676567039298 50 TCGA 1 50 100 1.0 0.0005 125 9264 -11 1877.4551160582237 1873.7059252561637 50 TCGA 1 50 100 1.0 0.0005 125 9264 -12 1872.7503211243582 1871.9850712301743 50 TCGA 1 50 100 1.0 0.0005 125 9264 -13 1870.5018122107047 1866.538558269865 50 TCGA 1 50 100 1.0 0.0005 125 9264 -14 1868.0336202678304 1863.8215552861966 50 TCGA 1 50 100 1.0 0.0005 125 9264 -15 1864.9354054020616 1863.1707168655778 50 TCGA 1 50 100 1.0 0.0005 125 9264 -16 1862.4566760075413 1859.5885506634736 50 TCGA 1 50 100 1.0 0.0005 125 9264 -17 1860.2452767141458 1857.842873424741 50 TCGA 1 50 100 1.0 0.0005 125 9264 -18 1857.93246000443 1857.5788457669205 50 TCGA 1 50 100 1.0 0.0005 125 9264 -19 1856.7425030924298 1853.8740884598776 50 TCGA 1 50 100 1.0 0.0005 125 9264 -20 1854.638010509792 1850.9050102808967 50 TCGA 1 50 100 1.0 0.0005 125 9264 -21 1852.8642064854694 1850.9242016969613 50 TCGA 1 50 100 1.0 0.0005 125 9264 -22 1851.133930399184 1849.809837763034 50 TCGA 1 50 100 1.0 0.0005 125 9264 -23 1848.7286042993603 1849.6524339225423 50 TCGA 1 50 100 1.0 0.0005 125 9264 -24 1847.3868782902712 1847.7669855625786 50 TCGA 1 50 100 1.0 0.0005 125 9264 -25 1846.2961022740749 1844.536594716748 50 TCGA 1 50 100 1.0 0.0005 125 9264 -26 1845.1797759699787 1841.51397306356 50 TCGA 1 50 100 1.0 0.0005 125 9264 -27 1843.386576909175 1842.741478388034 50 TCGA 1 50 100 1.0 0.0005 125 9264 -28 1842.5533496589717 1842.991451397613 50 TCGA 1 50 100 1.0 0.0005 125 9264 -29 1840.8282560222262 1841.476872276421 50 TCGA 1 50 100 1.0 0.0005 125 9264 -30 1840.0102334953417 1842.6129352818782 50 TCGA 1 50 100 1.0 0.0005 125 9264 -31 1838.6353870404193 1836.305494758951 50 TCGA 1 50 100 1.0 0.0005 125 9264 -32 1837.5367287347221 1836.232012111338 50 TCGA 1 50 100 1.0 0.0005 125 9264 -33 1836.6626074120647 1836.9580869435065 50 TCGA 1 50 100 1.0 0.0005 125 9264 -34 1835.6237990810132 1834.2989790259894 50 TCGA 1 50 100 1.0 0.0005 125 9264 -35 1834.7198548051365 1838.6352692417163 50 TCGA 1 50 100 1.0 0.0005 125 9264 -36 1833.6144277898577 1832.1374934977623 50 TCGA 1 50 100 1.0 0.0005 125 9264 -37 1832.6382049311883 1832.1299785058104 50 TCGA 1 50 100 1.0 0.0005 125 9264 -38 1831.8851863104446 1835.379961330088 50 TCGA 1 50 100 1.0 0.0005 125 9264 -39 1831.0947025135993 1830.9371663002512 50 TCGA 1 50 100 1.0 0.0005 125 9264 -40 1830.3630423415439 1830.0657265821294 50 TCGA 1 50 100 1.0 0.0005 125 9264 -41 1829.2286364281467 1829.4233330961447 50 TCGA 1 50 100 1.0 0.0005 125 9264 -42 1828.746626422932 1831.9987946323413 50 TCGA 1 50 100 1.0 0.0005 125 9264 -43 1828.0409316650419 1827.597971547189 50 TCGA 1 50 100 1.0 0.0005 125 9264 -44 1827.073699593504 1827.5966177322157 50 TCGA 1 50 100 1.0 0.0005 125 9264 -45 1826.5330449608982 1826.6292117324906 50 TCGA 1 50 100 1.0 0.0005 125 9264 -46 1825.785719185033 1826.6139682788944 50 TCGA 1 50 100 1.0 0.0005 125 9264 -47 1825.3276540639345 1825.1869638720948 50 TCGA 1 50 100 1.0 0.0005 125 9264 -48 1824.9660111776566 1824.8813979565798 50 TCGA 1 50 100 1.0 0.0005 125 9264 -49 1824.2391517793299 1823.9532452300566 50 TCGA 1 50 100 1.0 0.0005 125 9264 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 7ca21cb2f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2510.184718012264 3707.566249214824 100 TCGA 1 100 100 0.5 0.0015 125 6740 -1 1974.120115879458 2432.412973068467 100 TCGA 1 100 100 0.5 0.0015 125 6740 -2 1936.7186081728003 2075.769951441779 100 TCGA 1 100 100 0.5 0.0015 125 6740 -3 1916.8997352549854 1963.5421124175566 100 TCGA 1 100 100 0.5 0.0015 125 6740 -4 1901.667344432362 1906.9930058004868 100 TCGA 1 100 100 0.5 0.0015 125 6740 -5 1892.6035341147215 1899.2774339225423 100 TCGA 1 100 100 0.5 0.0015 125 6740 -6 1885.4981120454772 1888.8718378268295 100 TCGA 1 100 100 0.5 0.0015 125 6740 -7 1878.7736700181251 1876.2616015870367 100 TCGA 1 100 100 0.5 0.0015 125 6740 -8 1874.924884546201 1871.6819841394472 100 TCGA 1 100 100 0.5 0.0015 125 6740 -9 1870.7326835924418 1872.1485988291065 100 TCGA 1 100 100 0.5 0.0015 125 6740 -10 1867.4413039229494 1871.1910136620604 100 TCGA 1 100 100 0.5 0.0015 125 6740 -11 1865.248252482882 1864.4628936920933 100 TCGA 1 100 100 0.5 0.0015 125 6740 -12 1861.4775567074441 1862.263587836644 100 TCGA 1 100 100 0.5 0.0015 125 6740 -13 1858.8489415785846 1862.1014336820822 100 TCGA 1 100 100 0.5 0.0015 125 6740 -14 1856.4792669998612 1860.1950082443468 100 TCGA 1 100 100 0.5 0.0015 125 6740 -15 1854.7226389729426 1863.8316055374528 100 TCGA 1 100 100 0.5 0.0015 125 6740 -16 1852.7930968018804 1852.7483793479114 100 TCGA 1 100 100 0.5 0.0015 125 6740 -17 1850.4616806995975 1851.4639426379947 100 TCGA 1 100 100 0.5 0.0015 125 6740 -18 1849.2704743620461 1850.3853563471655 100 TCGA 1 100 100 0.5 0.0015 125 6740 -19 1848.4426823269112 1848.636453139722 100 TCGA 1 100 100 0.5 0.0015 125 6740 -20 1846.7031716398794 1846.2245376050173 100 TCGA 1 100 100 0.5 0.0015 125 6740 -21 1845.2425629762363 1846.0429497340217 100 TCGA 1 100 100 0.5 0.0015 125 6740 -22 1843.9458506367332 1850.5193551988457 100 TCGA 1 100 100 0.5 0.0015 125 6740 -23 1842.513587765162 1841.622237775793 100 TCGA 1 100 100 0.5 0.0015 125 6740 -24 1841.8087177414995 1843.2172342425015 100 TCGA 1 100 100 0.5 0.0015 125 6740 -25 1840.3666483004827 1841.4342593092415 100 TCGA 1 100 100 0.5 0.0015 125 6740 -26 1839.8329435958037 1840.2338548209798 100 TCGA 1 100 100 0.5 0.0015 125 6740 -27 1838.6408345592595 1838.49789168008 100 TCGA 1 100 100 0.5 0.0015 125 6740 -28 1837.4327134103537 1839.267205779876 100 TCGA 1 100 100 0.5 0.0015 125 6740 -29 1836.9215153837752 1836.812708562343 100 TCGA 1 100 100 0.5 0.0015 125 6740 -30 1835.4184751394591 1845.157595227112 100 TCGA 1 100 100 0.5 0.0015 125 6740 -31 1835.18643864639 1836.3377734620367 100 TCGA 1 100 100 0.5 0.0015 125 6740 -32 1834.2544311973077 1835.627895949474 100 TCGA 1 100 100 0.5 0.0015 125 6740 -33 1833.2337634493988 1834.3361215255968 100 TCGA 1 100 100 0.5 0.0015 125 6740 -34 1832.4288396161508 1836.1961326407427 100 TCGA 1 100 100 0.5 0.0015 125 6740 -35 1831.804743704938 1834.8513030239087 100 TCGA 1 100 100 0.5 0.0015 125 6740 -36 1831.1442985956205 1832.884495107373 100 TCGA 1 100 100 0.5 0.0015 125 6740 -37 1830.4669369853943 1831.3727499803706 100 TCGA 1 100 100 0.5 0.0015 125 6740 -38 1829.8324591160513 1831.2084519276068 100 TCGA 1 100 100 0.5 0.0015 125 6740 -39 1829.0731538810267 1831.1205085486024 100 TCGA 1 100 100 0.5 0.0015 125 6740 -40 1828.633950305951 1830.3593363546247 100 TCGA 1 100 100 0.5 0.0015 125 6740 -41 1827.8942467099469 1828.894710981666 100 TCGA 1 100 100 0.5 0.0015 125 6740 -42 1827.503794398767 1829.9236011600974 100 TCGA 1 100 100 0.5 0.0015 125 6740 -43 1827.0917707822834 1828.5199183171717 100 TCGA 1 100 100 0.5 0.0015 125 6740 -44 1826.0218553957177 1826.8760667350423 100 TCGA 1 100 100 0.5 0.0015 125 6740 -45 1825.827407797741 1827.0082713371546 100 TCGA 1 100 100 0.5 0.0015 125 6740 -46 1825.4905150454283 1826.568582045972 100 TCGA 1 100 100 0.5 0.0015 125 6740 -47 1825.036968133694 1827.1324536500863 100 TCGA 1 100 100 0.5 0.0015 125 6740 -48 1824.5082408156907 1827.5704394776617 100 TCGA 1 100 100 0.5 0.0015 125 6740 -49 1823.8432299578506 1825.1250625687028 100 TCGA 1 100 100 0.5 0.0015 125 6740 -50 1823.280663656462 1828.6191056601367 100 TCGA 1 100 100 0.5 0.0015 125 6740 -51 1822.8770608340992 1827.1508979222283 100 TCGA 1 100 100 0.5 0.0015 125 6740 -52 1822.6311768477403 1824.018105665044 100 TCGA 1 100 100 0.5 0.0015 125 6740 -53 1822.2867532468877 1824.1331468131673 100 TCGA 1 100 100 0.5 0.0015 125 6740 -54 1821.9013552107388 1823.816246147731 100 TCGA 1 100 100 0.5 0.0015 125 6740 -55 1821.1776710848335 1822.7360888917242 100 TCGA 1 100 100 0.5 0.0015 125 6740 -56 1820.9955140011746 1823.1784036147535 100 TCGA 1 100 100 0.5 0.0015 125 6740 -57 1820.6706336407087 1822.1193050211998 100 TCGA 1 100 100 0.5 0.0015 125 6740 -58 1820.0843191247977 1822.23786596557 100 TCGA 1 100 100 0.5 0.0015 125 6740 -59 1819.7904896012826 1821.0028339941896 100 TCGA 1 100 100 0.5 0.0015 125 6740 -60 1819.7035873929149 1821.9607767843122 100 TCGA 1 100 100 0.5 0.0015 125 6740 -61 1819.574002105512 1820.819991682043 100 TCGA 1 100 100 0.5 0.0015 125 6740 -62 1819.027497390456 1820.953365460113 100 TCGA 1 100 100 0.5 0.0015 125 6740 -63 1818.3546042431144 1822.5216254612908 100 TCGA 1 100 100 0.5 0.0015 125 6740 -64 1818.1522418998397 1820.710597052646 100 TCGA 1 100 100 0.5 0.0015 125 6740 -65 1818.0520860357121 1820.4814440856626 100 TCGA 1 100 100 0.5 0.0015 125 6740 -66 1817.6958954508036 1820.836142381831 100 TCGA 1 100 100 0.5 0.0015 125 6740 -67 1817.6868123376937 1819.5530613271435 100 TCGA 1 100 100 0.5 0.0015 125 6740 -68 1817.3854211448945 1820.1143295824827 100 TCGA 1 100 100 0.5 0.0015 125 6740 -69 1816.7335940579349 1821.2143812323336 100 TCGA 1 100 100 0.5 0.0015 125 6740 -70 1816.5462630406357 1818.7887815542556 100 TCGA 1 100 100 0.5 0.0015 125 6740 -71 1816.4204441244706 1818.577748974364 100 TCGA 1 100 100 0.5 0.0015 125 6740 -72 1816.295323443953 1818.058126938403 100 TCGA 1 100 100 0.5 0.0015 125 6740 -73 1815.985600758163 1821.397748017431 100 TCGA 1 100 100 0.5 0.0015 125 6740 -74 1815.6949799847744 1818.077174814502 100 TCGA 1 100 100 0.5 0.0015 125 6740 -75 1815.394590684167 1818.5242717493718 100 TCGA 1 100 100 0.5 0.0015 125 6740 -76 1815.3534548146636 1818.0477632302136 100 TCGA 1 100 100 0.5 0.0015 125 6740 -77 1815.2391506620438 1816.0883335132694 100 TCGA 1 100 100 0.5 0.0015 125 6740 -78 1814.732190814797 1816.9635647721027 100 TCGA 1 100 100 0.5 0.0015 125 6740 -79 1814.7140056355909 1816.52810132204 100 TCGA 1 100 100 0.5 0.0015 125 6740 -80 1814.2972993643134 1818.5320658468122 100 TCGA 1 100 100 0.5 0.0015 125 6740 -81 1814.1432046227083 1817.4555786746232 100 TCGA 1 100 100 0.5 0.0015 125 6740 -82 1813.9675152081707 1816.0082609090373 100 TCGA 1 100 100 0.5 0.0015 125 6740 -83 1814.0513624294965 1816.4489451652796 100 TCGA 1 100 100 0.5 0.0015 125 6740 -84 1813.6750189339107 1815.9578538444173 100 TCGA 1 100 100 0.5 0.0015 125 6740 -85 1813.6123471988712 1815.2932116637876 100 TCGA 1 100 100 0.5 0.0015 125 6740 -86 1813.4110837609178 1815.0629477956188 100 TCGA 1 100 100 0.5 0.0015 125 6740 -87 1813.33532397371 1814.788251560537 100 TCGA 1 100 100 0.5 0.0015 125 6740 -88 1813.2935855736462 1814.99811987182 100 TCGA 1 100 100 0.5 0.0015 125 6740 -89 1813.2286286207698 1814.6535583189384 100 TCGA 1 100 100 0.5 0.0015 125 6740 -90 1812.7225035905758 1815.270233614361 100 TCGA 1 100 100 0.5 0.0015 125 6740 -91 1812.6888659230592 1814.617567206148 100 TCGA 1 100 100 0.5 0.0015 125 6740 -92 1812.8938658107857 1814.61324015095 100 TCGA 1 100 100 0.5 0.0015 125 6740 -93 1812.7333180065307 1815.0866367972676 100 TCGA 1 100 100 0.5 0.0015 125 6740 -94 1812.355399737149 1815.9019192642902 100 TCGA 1 100 100 0.5 0.0015 125 6740 -95 1811.981504555911 1815.184172817211 100 TCGA 1 100 100 0.5 0.0015 125 6740 -96 1812.183722346898 1814.0103864046796 100 TCGA 1 100 100 0.5 0.0015 125 6740 -97 1812.1970838480115 1816.041564634697 100 TCGA 1 100 100 0.5 0.0015 125 6740 -98 1812.006013696728 1814.302044892431 100 TCGA 1 100 100 0.5 0.0015 125 6740 -99 1811.7431243443439 1814.477184506517 100 TCGA 1 100 100 0.5 0.0015 125 6740 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index 09b2c40f3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2525.655762836036 3500.558696804334 100 TCGA 1 100 100 0.0 0.0015 125 6397 -1 1974.755594741714 2419.1793084072706 100 TCGA 1 100 100 0.0 0.0015 125 6397 -2 1939.6214886016114 2003.447231886974 100 TCGA 1 100 100 0.0 0.0015 125 6397 -3 1918.2433827371785 1974.502161687343 100 TCGA 1 100 100 0.0 0.0015 125 6397 -4 1905.0824121491612 1910.1975158998116 100 TCGA 1 100 100 0.0 0.0015 125 6397 -5 1895.4220278229295 1887.5719012543184 100 TCGA 1 100 100 0.0 0.0015 125 6397 -6 1886.2870551593762 1900.4913489566975 100 TCGA 1 100 100 0.0 0.0015 125 6397 -7 1879.475096320957 1880.4747848127356 100 TCGA 1 100 100 0.0 0.0015 125 6397 -8 1875.6386049195903 1869.731400532938 100 TCGA 1 100 100 0.0 0.0015 125 6397 -9 1870.8505204263868 1870.710787825848 100 TCGA 1 100 100 0.0 0.0015 125 6397 -10 1868.2996662121584 1870.0389674201083 100 TCGA 1 100 100 0.0 0.0015 125 6397 -11 1865.3681903187219 1862.154564325534 100 TCGA 1 100 100 0.0 0.0015 125 6397 -12 1861.66798518228 1864.856463101641 100 TCGA 1 100 100 0.0 0.0015 125 6397 -13 1859.3536027596856 1859.0368333366048 100 TCGA 1 100 100 0.0 0.0015 125 6397 -14 1857.4067420146205 1855.984679869072 100 TCGA 1 100 100 0.0 0.0015 125 6397 -15 1855.0869411362482 1853.662139432514 100 TCGA 1 100 100 0.0 0.0015 125 6397 -16 1853.2139300825288 1854.8350823943938 100 TCGA 1 100 100 0.0 0.0015 125 6397 -17 1851.6135603535029 1850.3320496525596 100 TCGA 1 100 100 0.0 0.0015 125 6397 -18 1850.2328833277595 1854.2958959838254 100 TCGA 1 100 100 0.0 0.0015 125 6397 -19 1848.3949610372383 1847.595423406093 100 TCGA 1 100 100 0.0 0.0015 125 6397 -20 1846.9476326807148 1846.888771862241 100 TCGA 1 100 100 0.0 0.0015 125 6397 -21 1845.8917901658335 1845.705771288081 100 TCGA 1 100 100 0.0 0.0015 125 6397 -22 1844.163268968029 1846.338915647574 100 TCGA 1 100 100 0.0 0.0015 125 6397 -23 1842.845160464621 1843.0962404797424 100 TCGA 1 100 100 0.0 0.0015 125 6397 -24 1842.2375961901528 1841.9597450141332 100 TCGA 1 100 100 0.0 0.0015 125 6397 -25 1841.0127627039237 1839.0863675064777 100 TCGA 1 100 100 0.0 0.0015 125 6397 -26 1839.6818940445494 1840.902365219653 100 TCGA 1 100 100 0.0 0.0015 125 6397 -27 1838.9311285264816 1838.6228094819803 100 TCGA 1 100 100 0.0 0.0015 125 6397 -28 1837.8536797434188 1837.9169302322157 100 TCGA 1 100 100 0.0 0.0015 125 6397 -29 1837.0517481656889 1835.340430178235 100 TCGA 1 100 100 0.0 0.0015 125 6397 -30 1836.180570469356 1834.3323373459093 100 TCGA 1 100 100 0.0 0.0015 125 6397 -31 1835.1803177310787 1834.156155533527 100 TCGA 1 100 100 0.0 0.0015 125 6397 -32 1834.4122755099838 1835.143604374411 100 TCGA 1 100 100 0.0 0.0015 125 6397 -33 1833.6273128911046 1838.4070008244346 100 TCGA 1 100 100 0.0 0.0015 125 6397 -34 1832.9361474979987 1831.754303745289 100 TCGA 1 100 100 0.0 0.0015 125 6397 -35 1832.1759369342717 1830.9458173435537 100 TCGA 1 100 100 0.0 0.0015 125 6397 -36 1831.3375453699884 1831.1789667330795 100 TCGA 1 100 100 0.0 0.0015 125 6397 -37 1830.8223640142987 1829.9354389133166 100 TCGA 1 100 100 0.0 0.0015 125 6397 -38 1830.0799827469234 1830.4280147073257 100 TCGA 1 100 100 0.0 0.0015 125 6397 -39 1829.6161601146107 1829.462901053117 100 TCGA 1 100 100 0.0 0.0015 125 6397 -40 1829.0960302173007 1828.7597398614164 100 TCGA 1 100 100 0.0 0.0015 125 6397 -41 1828.3451391135573 1827.8358356725032 100 TCGA 1 100 100 0.0 0.0015 125 6397 -42 1827.4779135713302 1829.5155428019002 100 TCGA 1 100 100 0.0 0.0015 125 6397 -43 1827.1493216275185 1830.1970386600974 100 TCGA 1 100 100 0.0 0.0015 125 6397 -44 1826.3816699660215 1825.976901107098 100 TCGA 1 100 100 0.0 0.0015 125 6397 -45 1825.9730195859697 1825.6515818840296 100 TCGA 1 100 100 0.0 0.0015 125 6397 -46 1825.7213479761754 1825.2194744474325 100 TCGA 1 100 100 0.0 0.0015 125 6397 -47 1824.9915380570515 1824.8680726631203 100 TCGA 1 100 100 0.0 0.0015 125 6397 -48 1824.7660375783082 1824.197194468436 100 TCGA 1 100 100 0.0 0.0015 125 6397 -49 1823.8959787213146 1825.4055715589668 100 TCGA 1 100 100 0.0 0.0015 125 6397 -50 1823.78923130557 1825.2476144148477 100 TCGA 1 100 100 0.0 0.0015 125 6397 -51 1823.144901970958 1823.4887296590373 100 TCGA 1 100 100 0.0 0.0015 125 6397 -52 1822.7702479617433 1825.0278682229507 100 TCGA 1 100 100 0.0 0.0015 125 6397 -53 1822.478728890379 1822.5197526941347 100 TCGA 1 100 100 0.0 0.0015 125 6397 -54 1822.0734238418595 1822.579613153659 100 TCGA 1 100 100 0.0 0.0015 125 6397 -55 1821.2367585526338 1822.2592301105135 100 TCGA 1 100 100 0.0 0.0015 125 6397 -56 1821.1773787374036 1820.8641271543263 100 TCGA 1 100 100 0.0 0.0015 125 6397 -57 1820.7612755689547 1820.3035269119032 100 TCGA 1 100 100 0.0 0.0015 125 6397 -58 1820.0402868683682 1820.9125645316426 100 TCGA 1 100 100 0.0 0.0015 125 6397 -59 1820.041572605716 1821.0177836202497 100 TCGA 1 100 100 0.0 0.0015 125 6397 -60 1819.7883933137898 1820.0754756448257 100 TCGA 1 100 100 0.0 0.0015 125 6397 -61 1819.6215021589237 1820.1580933230607 100 TCGA 1 100 100 0.0 0.0015 125 6397 -62 1818.9555449053064 1818.693180870171 100 TCGA 1 100 100 0.0 0.0015 125 6397 -63 1818.761933936566 1819.776540171561 100 TCGA 1 100 100 0.0 0.0015 125 6397 -64 1818.2638020251982 1820.210308745878 100 TCGA 1 100 100 0.0 0.0015 125 6397 -65 1818.5442472522393 1818.293522667046 100 TCGA 1 100 100 0.0 0.0015 125 6397 -66 1817.7372120345115 1817.7179777059123 100 TCGA 1 100 100 0.0 0.0015 125 6397 -67 1817.926516124454 1817.9691591502435 100 TCGA 1 100 100 0.0 0.0015 125 6397 -68 1817.3868336669568 1817.4859116137327 100 TCGA 1 100 100 0.0 0.0015 125 6397 -69 1817.034321555576 1816.657944875746 100 TCGA 1 100 100 0.0 0.0015 125 6397 -70 1816.6110164975732 1816.9172927626414 100 TCGA 1 100 100 0.0 0.0015 125 6397 -71 1816.3865830269972 1816.44944694174 100 TCGA 1 100 100 0.0 0.0015 125 6397 -72 1816.2525811215066 1816.1195031554255 100 TCGA 1 100 100 0.0 0.0015 125 6397 -73 1816.0345017111372 1816.5293349069566 100 TCGA 1 100 100 0.0 0.0015 125 6397 -74 1815.8752793623862 1816.651933986338 100 TCGA 1 100 100 0.0 0.0015 125 6397 -75 1816.1408898104166 1816.482730424584 100 TCGA 1 100 100 0.0 0.0015 125 6397 -76 1815.399145927476 1815.5170941376805 100 TCGA 1 100 100 0.0 0.0015 125 6397 -77 1814.9938304009934 1816.2099339470792 100 TCGA 1 100 100 0.0 0.0015 125 6397 -78 1815.0271312067691 1816.6520180246937 100 TCGA 1 100 100 0.0 0.0015 125 6397 -79 1814.8806956108426 1815.4469834524184 100 TCGA 1 100 100 0.0 0.0015 125 6397 -80 1815.1253349814301 1815.119430772024 100 TCGA 1 100 100 0.0 0.0015 125 6397 -81 1814.4188034853003 1815.4748933878377 100 TCGA 1 100 100 0.0 0.0015 125 6397 -82 1814.1778702206318 1815.7694926046247 100 TCGA 1 100 100 0.0 0.0015 125 6397 -83 1814.2938951981334 1813.929528624568 100 TCGA 1 100 100 0.0 0.0015 125 6397 -84 1813.8391443289395 1814.6471977808967 100 TCGA 1 100 100 0.0 0.0015 125 6397 -85 1814.0708464673487 1814.798306105724 100 TCGA 1 100 100 0.0 0.0015 125 6397 -86 1813.5424625785479 1815.0253844908134 100 TCGA 1 100 100 0.0 0.0015 125 6397 -87 1813.6244746848054 1814.4875887003377 100 TCGA 1 100 100 0.0 0.0015 125 6397 -88 1813.5375337801895 1814.9746087615813 100 TCGA 1 100 100 0.0 0.0015 125 6397 -89 1813.1084846456558 1813.813961163238 100 TCGA 1 100 100 0.0 0.0015 125 6397 -90 1812.9638060637783 1812.7029127571452 100 TCGA 1 100 100 0.0 0.0015 125 6397 -91 1813.0042347048447 1812.9349653541144 100 TCGA 1 100 100 0.0 0.0015 125 6397 -92 1813.3909324852932 1814.202112859218 100 TCGA 1 100 100 0.0 0.0015 125 6397 -93 1812.7879045965258 1813.2831233805748 100 TCGA 1 100 100 0.0 0.0015 125 6397 -94 1812.5823158854312 1813.3692534940326 100 TCGA 1 100 100 0.0 0.0015 125 6397 -95 1812.6650011020256 1812.6606598667163 100 TCGA 1 100 100 0.0 0.0015 125 6397 -96 1812.388508587733 1814.8901833385678 100 TCGA 1 100 100 0.0 0.0015 125 6397 -97 1812.1513704303545 1813.7619696382303 100 TCGA 1 100 100 0.0 0.0015 125 6397 -98 1812.5671829545533 1813.7518715403187 100 TCGA 1 100 100 0.0 0.0015 125 6397 -99 1812.0409914262195 1812.612753709956 100 TCGA 1 100 100 0.0 0.0015 125 6397 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index 64def0c73..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2523.099716239322 4155.427920854271 100 TCGA 1 100 100 1.0 0.0015 125 8132 -1 1972.560797187949 2309.322910941426 100 TCGA 1 100 100 1.0 0.0015 125 8132 -2 1938.5833328609847 2065.8868819193626 100 TCGA 1 100 100 1.0 0.0015 125 8132 -3 1916.5439916389944 1926.5833274036197 100 TCGA 1 100 100 1.0 0.0015 125 8132 -4 1903.4827214711638 1901.4612429824906 100 TCGA 1 100 100 1.0 0.0015 125 8132 -5 1892.143752910394 1888.1942138671875 100 TCGA 1 100 100 1.0 0.0015 125 8132 -6 1885.2573918145554 1890.6183186440012 100 TCGA 1 100 100 1.0 0.0015 125 8132 -7 1880.4690276864571 1884.8952078507773 100 TCGA 1 100 100 1.0 0.0015 125 8132 -8 1875.8943380276423 1871.887976871663 100 TCGA 1 100 100 1.0 0.0015 125 8132 -9 1871.792312780466 1868.421089210702 100 TCGA 1 100 100 1.0 0.0015 125 8132 -10 1867.3061207872322 1861.9966169961133 100 TCGA 1 100 100 1.0 0.0015 125 8132 -11 1864.0084358638571 1860.1096700543735 100 TCGA 1 100 100 1.0 0.0015 125 8132 -12 1860.7605815844445 1860.7732454999607 100 TCGA 1 100 100 1.0 0.0015 125 8132 -13 1858.853789182949 1854.9690248115578 100 TCGA 1 100 100 1.0 0.0015 125 8132 -14 1856.6929440579786 1854.28196647299 100 TCGA 1 100 100 1.0 0.0015 125 8132 -15 1855.098891804854 1854.587552017902 100 TCGA 1 100 100 1.0 0.0015 125 8132 -16 1852.8202803984645 1853.0773251020728 100 TCGA 1 100 100 1.0 0.0015 125 8132 -17 1851.383978142724 1848.4806570695273 100 TCGA 1 100 100 1.0 0.0015 125 8132 -18 1849.929622084265 1853.2237812598146 100 TCGA 1 100 100 1.0 0.0015 125 8132 -19 1848.5434113451513 1845.8359565159783 100 TCGA 1 100 100 1.0 0.0015 125 8132 -20 1846.8056605335112 1844.7793336801194 100 TCGA 1 100 100 1.0 0.0015 125 8132 -21 1844.9379022093487 1844.4426379946608 100 TCGA 1 100 100 1.0 0.0015 125 8132 -22 1843.9102674608373 1840.7455367658606 100 TCGA 1 100 100 1.0 0.0015 125 8132 -23 1842.8753173501113 1842.6254760128768 100 TCGA 1 100 100 1.0 0.0015 125 8132 -24 1841.7836791842308 1840.8957721959407 100 TCGA 1 100 100 1.0 0.0015 125 8132 -25 1840.8815614393957 1842.213131085113 100 TCGA 1 100 100 1.0 0.0015 125 8132 -26 1839.8145082671538 1838.6327990047896 100 TCGA 1 100 100 1.0 0.0015 125 8132 -27 1838.728483877726 1839.2011706481626 100 TCGA 1 100 100 1.0 0.0015 125 8132 -28 1837.7723069291574 1835.5048963077104 100 TCGA 1 100 100 1.0 0.0015 125 8132 -29 1836.4657059133099 1837.9290538385285 100 TCGA 1 100 100 1.0 0.0015 125 8132 -30 1835.9559309412584 1836.0831427646042 100 TCGA 1 100 100 1.0 0.0015 125 8132 -31 1834.9000094260791 1833.3002776332837 100 TCGA 1 100 100 1.0 0.0015 125 8132 -32 1834.0124981660158 1832.797822731823 100 TCGA 1 100 100 1.0 0.0015 125 8132 -33 1833.7258210717096 1832.1848316288474 100 TCGA 1 100 100 1.0 0.0015 125 8132 -34 1832.998053415211 1832.0808166810616 100 TCGA 1 100 100 1.0 0.0015 125 8132 -35 1832.3051442928593 1830.9368706324592 100 TCGA 1 100 100 1.0 0.0015 125 8132 -36 1831.2168673866495 1830.9022063442212 100 TCGA 1 100 100 1.0 0.0015 125 8132 -37 1830.4760630731405 1829.5387447491364 100 TCGA 1 100 100 1.0 0.0015 125 8132 -38 1830.2583987345347 1828.460484797032 100 TCGA 1 100 100 1.0 0.0015 125 8132 -39 1829.408812250273 1828.525225001963 100 TCGA 1 100 100 1.0 0.0015 125 8132 -40 1828.6953654620834 1830.3841111072943 100 TCGA 1 100 100 1.0 0.0015 125 8132 -41 1828.331476190471 1828.0712522573806 100 TCGA 1 100 100 1.0 0.0015 125 8132 -42 1827.5390466808647 1833.268135722558 100 TCGA 1 100 100 1.0 0.0015 125 8132 -43 1826.9458848365864 1826.0726717081502 100 TCGA 1 100 100 1.0 0.0015 125 8132 -44 1826.649983905631 1826.381965982255 100 TCGA 1 100 100 1.0 0.0015 125 8132 -45 1826.0508071792115 1826.9214499008715 100 TCGA 1 100 100 1.0 0.0015 125 8132 -46 1825.3560544803934 1824.7187812843515 100 TCGA 1 100 100 1.0 0.0015 125 8132 -47 1824.7667924140312 1823.9674372840766 100 TCGA 1 100 100 1.0 0.0015 125 8132 -48 1824.4085102151555 1823.794951932514 100 TCGA 1 100 100 1.0 0.0015 125 8132 -49 1823.9611622379991 1822.916035254397 100 TCGA 1 100 100 1.0 0.0015 125 8132 -50 1823.4976826397512 1823.195751094339 100 TCGA 1 100 100 1.0 0.0015 125 8132 -51 1823.00806687333 1823.6821798199985 100 TCGA 1 100 100 1.0 0.0015 125 8132 -52 1822.6430946245353 1821.3668942858826 100 TCGA 1 100 100 1.0 0.0015 125 8132 -53 1822.1969791637598 1825.4610368738222 100 TCGA 1 100 100 1.0 0.0015 125 8132 -54 1821.6620328681572 1825.6728313196843 100 TCGA 1 100 100 1.0 0.0015 125 8132 -55 1821.423657152985 1822.2591012925957 100 TCGA 1 100 100 1.0 0.0015 125 8132 -56 1821.2565922873907 1820.6802039985082 100 TCGA 1 100 100 1.0 0.0015 125 8132 -57 1820.7304521678402 1821.9092594319252 100 TCGA 1 100 100 1.0 0.0015 125 8132 -58 1820.315057999136 1820.8910770895493 100 TCGA 1 100 100 1.0 0.0015 125 8132 -59 1819.7912224319207 1818.840700695862 100 TCGA 1 100 100 1.0 0.0015 125 8132 -60 1819.630615043619 1820.3858041427843 100 TCGA 1 100 100 1.0 0.0015 125 8132 -61 1819.4410291795873 1819.0134074915593 100 TCGA 1 100 100 1.0 0.0015 125 8132 -62 1819.1194701426289 1820.2180967091315 100 TCGA 1 100 100 1.0 0.0015 125 8132 -63 1818.6954365732522 1818.4194268461447 100 TCGA 1 100 100 1.0 0.0015 125 8132 -64 1818.6201910101313 1818.4964887916144 100 TCGA 1 100 100 1.0 0.0015 125 8132 -65 1817.8456236478114 1818.181835078714 100 TCGA 1 100 100 1.0 0.0015 125 8132 -66 1817.7063186122632 1818.0964938216473 100 TCGA 1 100 100 1.0 0.0015 125 8132 -67 1817.6420544584837 1818.2413968033527 100 TCGA 1 100 100 1.0 0.0015 125 8132 -68 1817.2832381151286 1817.5874090913553 100 TCGA 1 100 100 1.0 0.0015 125 8132 -69 1817.191672000572 1817.261166059791 100 TCGA 1 100 100 1.0 0.0015 125 8132 -70 1816.7530555184337 1818.2962241628063 100 TCGA 1 100 100 1.0 0.0015 125 8132 -71 1816.8811637400677 1817.8290150704695 100 TCGA 1 100 100 1.0 0.0015 125 8132 -72 1816.3363382241757 1815.7987759844143 100 TCGA 1 100 100 1.0 0.0015 125 8132 -73 1816.1721612841093 1815.8922560802057 100 TCGA 1 100 100 1.0 0.0015 125 8132 -74 1815.6037020210124 1815.586985219064 100 TCGA 1 100 100 1.0 0.0015 125 8132 -75 1815.7712856752157 1816.7718830971262 100 TCGA 1 100 100 1.0 0.0015 125 8132 -76 1815.4495010146047 1815.3224324748744 100 TCGA 1 100 100 1.0 0.0015 125 8132 -77 1815.2643217539626 1815.891138431415 100 TCGA 1 100 100 1.0 0.0015 125 8132 -78 1814.907181830182 1818.9187392038316 100 TCGA 1 100 100 1.0 0.0015 125 8132 -79 1814.7522340543117 1816.820424755614 100 TCGA 1 100 100 1.0 0.0015 125 8132 -80 1814.7835837244015 1816.1109441249214 100 TCGA 1 100 100 1.0 0.0015 125 8132 -81 1814.4962403052273 1813.578524335545 100 TCGA 1 100 100 1.0 0.0015 125 8132 -82 1814.5214853151554 1813.637770149576 100 TCGA 1 100 100 1.0 0.0015 125 8132 -83 1813.9434092713595 1813.711577295658 100 TCGA 1 100 100 1.0 0.0015 125 8132 -84 1814.002391251007 1815.819727912021 100 TCGA 1 100 100 1.0 0.0015 125 8132 -85 1813.8436753870933 1814.5223462282113 100 TCGA 1 100 100 1.0 0.0015 125 8132 -86 1813.6967409093247 1813.8545934015783 100 TCGA 1 100 100 1.0 0.0015 125 8132 -87 1813.5666916620812 1813.3926664572864 100 TCGA 1 100 100 1.0 0.0015 125 8132 -88 1813.3908283051828 1813.7243449915593 100 TCGA 1 100 100 1.0 0.0015 125 8132 -89 1813.476591454059 1812.7919713312658 100 TCGA 1 100 100 1.0 0.0015 125 8132 -90 1813.2814425410857 1813.1090388465766 100 TCGA 1 100 100 1.0 0.0015 125 8132 -91 1813.1417594132167 1813.4429581991992 100 TCGA 1 100 100 1.0 0.0015 125 8132 -92 1812.7851426926877 1813.0460542458386 100 TCGA 1 100 100 1.0 0.0015 125 8132 -93 1812.692012404927 1812.8509999950927 100 TCGA 1 100 100 1.0 0.0015 125 8132 -94 1812.6162090299385 1815.2421580559046 100 TCGA 1 100 100 1.0 0.0015 125 8132 -95 1812.5639070718864 1812.849213719967 100 TCGA 1 100 100 1.0 0.0015 125 8132 -96 1812.4226942704263 1812.1135462468592 100 TCGA 1 100 100 1.0 0.0015 125 8132 -97 1812.4972127255937 1812.9078473421796 100 TCGA 1 100 100 1.0 0.0015 125 8132 -98 1812.0363300816132 1814.429359321019 100 TCGA 1 100 100 1.0 0.0015 125 8132 -99 1811.9497409722198 1814.9187686479272 100 TCGA 1 100 100 1.0 0.0015 125 8132 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 1423a2aae..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2512.127745907572 3400.530510217101 100 TCGA 1 50 100 0.5 0.0015 125 5094 -1 1973.58358429122 2519.460914190091 100 TCGA 1 50 100 0.5 0.0015 125 5094 -2 1936.0721459936412 2040.8222521297896 100 TCGA 1 50 100 0.5 0.0015 125 5094 -3 1917.6110807823968 1969.5309101660646 100 TCGA 1 50 100 0.5 0.0015 125 5094 -4 1901.658679688372 1927.4322896219378 100 TCGA 1 50 100 0.5 0.0015 125 5094 -5 1892.260898130655 1890.4989375588882 100 TCGA 1 50 100 0.5 0.0015 125 5094 -6 1885.5235567770974 1894.422538105567 100 TCGA 1 50 100 0.5 0.0015 125 5094 -7 1878.9894430912263 1882.8657306306925 100 TCGA 1 50 100 0.5 0.0015 125 5094 -8 1874.1389202122605 1876.4162474972518 100 TCGA 1 50 100 0.5 0.0015 125 5094 -9 1870.0362799672466 1870.0207421384266 100 TCGA 1 50 100 0.5 0.0015 125 5094 -10 1866.5962242163084 1867.361820086762 100 TCGA 1 50 100 0.5 0.0015 125 5094 -11 1863.9502664236688 1862.6194430403973 100 TCGA 1 50 100 0.5 0.0015 125 5094 -12 1861.7663756935895 1867.628606901696 100 TCGA 1 50 100 0.5 0.0015 125 5094 -13 1859.0659453831342 1857.5581165102858 100 TCGA 1 50 100 0.5 0.0015 125 5094 -14 1856.6169905578975 1857.5697806660255 100 TCGA 1 50 100 0.5 0.0015 125 5094 -15 1855.5435252538257 1855.745619577379 100 TCGA 1 50 100 0.5 0.0015 125 5094 -16 1852.9425476394417 1853.869910465413 100 TCGA 1 50 100 0.5 0.0015 125 5094 -17 1850.90224578309 1853.366342822511 100 TCGA 1 50 100 0.5 0.0015 125 5094 -18 1849.4190604338385 1851.084470815994 100 TCGA 1 50 100 0.5 0.0015 125 5094 -19 1847.8180932292903 1848.4271393589038 100 TCGA 1 50 100 0.5 0.0015 125 5094 -20 1846.5668267991903 1847.431670682514 100 TCGA 1 50 100 0.5 0.0015 125 5094 -21 1845.301957343436 1846.064289342219 100 TCGA 1 50 100 0.5 0.0015 125 5094 -22 1844.3471010542166 1846.2008946097676 100 TCGA 1 50 100 0.5 0.0015 125 5094 -23 1842.8702126609546 1845.6733404571687 100 TCGA 1 50 100 0.5 0.0015 125 5094 -24 1841.310450897404 1842.8006647004554 100 TCGA 1 50 100 0.5 0.0015 125 5094 -25 1840.4973410636082 1842.084645640311 100 TCGA 1 50 100 0.5 0.0015 125 5094 -26 1839.8766676039152 1842.8426249901854 100 TCGA 1 50 100 0.5 0.0015 125 5094 -27 1838.5320144552832 1839.7967535431062 100 TCGA 1 50 100 0.5 0.0015 125 5094 -28 1837.7126162358993 1839.4768949729114 100 TCGA 1 50 100 0.5 0.0015 125 5094 -29 1836.640071085008 1837.897357269747 100 TCGA 1 50 100 0.5 0.0015 125 5094 -30 1835.6967665660275 1837.4365154630575 100 TCGA 1 50 100 0.5 0.0015 125 5094 -31 1835.299921593771 1836.633621599207 100 TCGA 1 50 100 0.5 0.0015 125 5094 -32 1834.0678502195767 1836.935354261542 100 TCGA 1 50 100 0.5 0.0015 125 5094 -33 1833.477836246961 1837.1800193594927 100 TCGA 1 50 100 0.5 0.0015 125 5094 -34 1832.4316523837542 1835.07654606038 100 TCGA 1 50 100 0.5 0.0015 125 5094 -35 1831.7042541946732 1833.17875203655 100 TCGA 1 50 100 0.5 0.0015 125 5094 -36 1831.0636075847262 1832.416978078871 100 TCGA 1 50 100 0.5 0.0015 125 5094 -37 1830.2615845939226 1833.3054009058967 100 TCGA 1 50 100 0.5 0.0015 125 5094 -38 1829.9952436997057 1832.0644463773947 100 TCGA 1 50 100 0.5 0.0015 125 5094 -39 1829.371071799417 1831.3748141341473 100 TCGA 1 50 100 0.5 0.0015 125 5094 -40 1828.7942517758852 1830.8331464451162 100 TCGA 1 50 100 0.5 0.0015 125 5094 -41 1827.8463287506802 1830.9521778815954 100 TCGA 1 50 100 0.5 0.0015 125 5094 -42 1827.396121652175 1829.2318526224874 100 TCGA 1 50 100 0.5 0.0015 125 5094 -43 1826.7828943997918 1829.6955824042086 100 TCGA 1 50 100 0.5 0.0015 125 5094 -44 1826.27934291536 1828.602688736652 100 TCGA 1 50 100 0.5 0.0015 125 5094 -45 1825.6563251715497 1828.0960282368876 100 TCGA 1 50 100 0.5 0.0015 125 5094 -46 1825.0602693792991 1827.5937205559046 100 TCGA 1 50 100 0.5 0.0015 125 5094 -47 1824.8790732842629 1826.608380648359 100 TCGA 1 50 100 0.5 0.0015 125 5094 -48 1824.2919137049685 1826.8709882419912 100 TCGA 1 50 100 0.5 0.0015 125 5094 -49 1824.0789594355406 1826.066835643059 100 TCGA 1 50 100 0.5 0.0015 125 5094 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index 9f98771cb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2512.2185014719835 3767.601704813128 100 TCGA 1 50 100 0.0 0.0015 125 2687 -1 1974.9419402854758 2420.148877934595 100 TCGA 1 50 100 0.0 0.0015 125 2687 -2 1936.167614774707 1992.2875768000158 100 TCGA 1 50 100 0.0 0.0015 125 2687 -3 1917.8975635779357 1938.766888642431 100 TCGA 1 50 100 0.0 0.0015 125 2687 -4 1902.5366406326302 1940.6840936862045 100 TCGA 1 50 100 0.0 0.0015 125 2687 -5 1893.0329576082056 1912.6187437431297 100 TCGA 1 50 100 0.0 0.0015 125 2687 -6 1885.6262965150704 1888.170100379829 100 TCGA 1 50 100 0.0 0.0015 125 2687 -7 1880.7989112265554 1874.941481087076 100 TCGA 1 50 100 0.0 0.0015 125 2687 -8 1875.4248030251963 1874.322618340727 100 TCGA 1 50 100 0.0 0.0015 125 2687 -9 1870.929479098903 1869.8071614174387 100 TCGA 1 50 100 0.0 0.0015 125 2687 -10 1867.7527262324375 1870.3940417419126 100 TCGA 1 50 100 0.0 0.0015 125 2687 -11 1864.8102633159785 1864.8620519590138 100 TCGA 1 50 100 0.0 0.0015 125 2687 -12 1861.4022279201388 1861.0214794676508 100 TCGA 1 50 100 0.0 0.0015 125 2687 -13 1858.9557401578545 1858.226398717219 100 TCGA 1 50 100 0.0 0.0015 125 2687 -14 1856.6046829300276 1856.0915772711212 100 TCGA 1 50 100 0.0 0.0015 125 2687 -15 1855.1902510988643 1856.7104124136306 100 TCGA 1 50 100 0.0 0.0015 125 2687 -16 1853.0460288193306 1857.4783432543577 100 TCGA 1 50 100 0.0 0.0015 125 2687 -17 1851.333992223253 1850.4923365607333 100 TCGA 1 50 100 0.0 0.0015 125 2687 -18 1849.5136692589156 1849.3906397220478 100 TCGA 1 50 100 0.0 0.0015 125 2687 -19 1847.9435362604556 1848.5713007174545 100 TCGA 1 50 100 0.0 0.0015 125 2687 -20 1846.6312199177546 1850.0925286834563 100 TCGA 1 50 100 0.0 0.0015 125 2687 -21 1845.1116900848003 1845.058848318742 100 TCGA 1 50 100 0.0 0.0015 125 2687 -22 1844.5634855007884 1845.1446606813363 100 TCGA 1 50 100 0.0 0.0015 125 2687 -23 1842.7910888072356 1843.9014273025282 100 TCGA 1 50 100 0.0 0.0015 125 2687 -24 1842.2444890411134 1842.6758892116834 100 TCGA 1 50 100 0.0 0.0015 125 2687 -25 1840.4108207626846 1843.6592121986887 100 TCGA 1 50 100 0.0 0.0015 125 2687 -26 1839.2678481675855 1841.643160872723 100 TCGA 1 50 100 0.0 0.0015 125 2687 -27 1838.4838792383837 1839.807536829656 100 TCGA 1 50 100 0.0 0.0015 125 2687 -28 1837.7295113721188 1839.4459013819096 100 TCGA 1 50 100 0.0 0.0015 125 2687 -29 1836.9039435673537 1841.6137707580874 100 TCGA 1 50 100 0.0 0.0015 125 2687 -30 1835.627859870748 1843.337550177646 100 TCGA 1 50 100 0.0 0.0015 125 2687 -31 1835.0521101118638 1836.354470717847 100 TCGA 1 50 100 0.0 0.0015 125 2687 -32 1834.3657502613905 1834.881810787335 100 TCGA 1 50 100 0.0 0.0015 125 2687 -33 1833.3159371669942 1835.6898941730135 100 TCGA 1 50 100 0.0 0.0015 125 2687 -34 1832.790702566902 1834.5321523388427 100 TCGA 1 50 100 0.0 0.0015 125 2687 -35 1832.1222913035033 1833.0551555384343 100 TCGA 1 50 100 0.0 0.0015 125 2687 -36 1831.4039360324857 1832.7992016969613 100 TCGA 1 50 100 0.0 0.0015 125 2687 -37 1830.5127048775585 1832.2215968759815 100 TCGA 1 50 100 0.0 0.0015 125 2687 -38 1829.8271085422132 1831.3284905975188 100 TCGA 1 50 100 0.0 0.0015 125 2687 -39 1829.2724891966616 1830.523501908959 100 TCGA 1 50 100 0.0 0.0015 125 2687 -40 1828.8158400176105 1829.961192068742 100 TCGA 1 50 100 0.0 0.0015 125 2687 -41 1827.7568797024117 1830.4781776313207 100 TCGA 1 50 100 0.0 0.0015 125 2687 -42 1827.758581220046 1830.311279296875 100 TCGA 1 50 100 0.0 0.0015 125 2687 -43 1827.2925608179667 1828.2237015153894 100 TCGA 1 50 100 0.0 0.0015 125 2687 -44 1826.6568442326675 1828.5792598245132 100 TCGA 1 50 100 0.0 0.0015 125 2687 -45 1826.0923061939286 1830.2354809938363 100 TCGA 1 50 100 0.0 0.0015 125 2687 -46 1825.7369640787633 1827.135590673092 100 TCGA 1 50 100 0.0 0.0015 125 2687 -47 1824.6123163645016 1826.1757892244425 100 TCGA 1 50 100 0.0 0.0015 125 2687 -48 1824.660435884895 1830.1998843092415 100 TCGA 1 50 100 0.0 0.0015 125 2687 -49 1824.0153968147647 1825.6440895885678 100 TCGA 1 50 100 0.0 0.0015 125 2687 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index cbc63fcab..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2507.6679805496306 3853.694953036668 100 TCGA 1 50 100 1.0 0.0015 125 6445 -1 1972.1876868456518 2380.982613261621 100 TCGA 1 50 100 1.0 0.0015 125 6445 -2 1938.7557591053908 2063.5533269374214 100 TCGA 1 50 100 1.0 0.0015 125 6445 -3 1918.4983936151843 1986.4823298622016 100 TCGA 1 50 100 1.0 0.0015 125 6445 -4 1904.0891101290863 1912.4918304903424 100 TCGA 1 50 100 1.0 0.0015 125 6445 -5 1894.3070578359575 1885.7921897083072 100 TCGA 1 50 100 1.0 0.0015 125 6445 -6 1887.2237323054592 1892.8934056267667 100 TCGA 1 50 100 1.0 0.0015 125 6445 -7 1879.9932529276164 1874.639712846459 100 TCGA 1 50 100 1.0 0.0015 125 6445 -8 1874.8396057271973 1874.4143348578832 100 TCGA 1 50 100 1.0 0.0015 125 6445 -9 1870.4120758972952 1870.0607787472518 100 TCGA 1 50 100 1.0 0.0015 125 6445 -10 1867.5623267797876 1868.6690422326476 100 TCGA 1 50 100 1.0 0.0015 125 6445 -11 1864.2505828826766 1857.7714261002277 100 TCGA 1 50 100 1.0 0.0015 125 6445 -12 1862.1275787506802 1859.7421439472755 100 TCGA 1 50 100 1.0 0.0015 125 6445 -13 1859.978879710369 1857.7690564639604 100 TCGA 1 50 100 1.0 0.0015 125 6445 -14 1857.7542072359586 1855.1533172454067 100 TCGA 1 50 100 1.0 0.0015 125 6445 -15 1855.7484564557114 1851.6116287001414 100 TCGA 1 50 100 1.0 0.0015 125 6445 -16 1853.5803825854457 1846.7561366402324 100 TCGA 1 50 100 1.0 0.0015 125 6445 -17 1851.8554029391273 1844.6974471969222 100 TCGA 1 50 100 1.0 0.0015 125 6445 -18 1849.449463817155 1847.2774872899654 100 TCGA 1 50 100 1.0 0.0015 125 6445 -19 1848.590922217162 1843.9802884049152 100 TCGA 1 50 100 1.0 0.0015 125 6445 -20 1846.6403103204748 1844.8156707610317 100 TCGA 1 50 100 1.0 0.0015 125 6445 -21 1846.1175686307938 1841.4176755358826 100 TCGA 1 50 100 1.0 0.0015 125 6445 -22 1844.3542381684313 1840.2022459710663 100 TCGA 1 50 100 1.0 0.0015 125 6445 -23 1843.4102347870332 1841.492502797189 100 TCGA 1 50 100 1.0 0.0015 125 6445 -24 1842.5327029896177 1837.536690410058 100 TCGA 1 50 100 1.0 0.0015 125 6445 -25 1841.2443449520908 1836.4650510855056 100 TCGA 1 50 100 1.0 0.0015 125 6445 -26 1839.7780805047648 1837.896395429295 100 TCGA 1 50 100 1.0 0.0015 125 6445 -27 1839.0187608676506 1844.628927719653 100 TCGA 1 50 100 1.0 0.0015 125 6445 -28 1838.070690728575 1834.0159807828204 100 TCGA 1 50 100 1.0 0.0015 125 6445 -29 1837.3292169972235 1831.8552914720085 100 TCGA 1 50 100 1.0 0.0015 125 6445 -30 1836.3878840112116 1831.8565207629947 100 TCGA 1 50 100 1.0 0.0015 125 6445 -31 1835.8205365022254 1831.4170246986887 100 TCGA 1 50 100 1.0 0.0015 125 6445 -32 1834.407820345528 1829.8300983678157 100 TCGA 1 50 100 1.0 0.0015 125 6445 -33 1834.1120729187742 1828.879098863458 100 TCGA 1 50 100 1.0 0.0015 125 6445 -34 1832.8348230753031 1828.371899168695 100 TCGA 1 50 100 1.0 0.0015 125 6445 -35 1832.51507890601 1829.9991461212312 100 TCGA 1 50 100 1.0 0.0015 125 6445 -36 1831.3911250400042 1828.2930583091238 100 TCGA 1 50 100 1.0 0.0015 125 6445 -37 1831.498611145326 1827.4722152019865 100 TCGA 1 50 100 1.0 0.0015 125 6445 -38 1830.5074026876562 1826.2781234051115 100 TCGA 1 50 100 1.0 0.0015 125 6445 -39 1829.613807791484 1825.4218866549545 100 TCGA 1 50 100 1.0 0.0015 125 6445 -40 1829.1562513216677 1825.8025429883794 100 TCGA 1 50 100 1.0 0.0015 125 6445 -41 1828.3084803999689 1825.484349849835 100 TCGA 1 50 100 1.0 0.0015 125 6445 -42 1828.3968232669313 1824.1797512955402 100 TCGA 1 50 100 1.0 0.0015 125 6445 -43 1827.4855477279525 1823.206208042164 100 TCGA 1 50 100 1.0 0.0015 125 6445 -44 1826.701888641245 1823.2324120603016 100 TCGA 1 50 100 1.0 0.0015 125 6445 -45 1826.310309642473 1823.828707747723 100 TCGA 1 50 100 1.0 0.0015 125 6445 -46 1825.586571151064 1822.4052231371702 100 TCGA 1 50 100 1.0 0.0015 125 6445 -47 1825.39665488375 1822.4240072432474 100 TCGA 1 50 100 1.0 0.0015 125 6445 -48 1824.473241040238 1823.0743248714275 100 TCGA 1 50 100 1.0 0.0015 125 6445 -49 1824.4739285799153 1822.923166859689 100 TCGA 1 50 100 1.0 0.0015 125 6445 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index fc77a635f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2749.9193372346417 3997.6660696058416 150 TCGA 1 100 100 0.5 0.0015 125 880 -1 2001.143219992204 3272.5528509245446 150 TCGA 1 100 100 0.5 0.0015 125 880 -2 1957.5652098001574 2504.1621081481626 150 TCGA 1 100 100 0.5 0.0015 125 880 -3 1935.3162829397725 2119.0585606253926 150 TCGA 1 100 100 0.5 0.0015 125 880 -4 1920.3298737706584 1972.1697648398242 150 TCGA 1 100 100 0.5 0.0015 125 880 -5 1909.5670329657153 1961.152860861927 150 TCGA 1 100 100 0.5 0.0015 125 880 -6 1902.109405316603 1903.923938540358 150 TCGA 1 100 100 0.5 0.0015 125 880 -7 1893.9778985015942 1905.4366491883245 150 TCGA 1 100 100 0.5 0.0015 125 880 -8 1887.3301908073847 1889.3712777755968 150 TCGA 1 100 100 0.5 0.0015 125 880 -9 1882.88859933316 1898.2774652068938 150 TCGA 1 100 100 0.5 0.0015 125 880 -10 1879.5542019710888 1880.295604609964 150 TCGA 1 100 100 0.5 0.0015 125 880 -11 1874.9367734234386 1877.9417203203518 150 TCGA 1 100 100 0.5 0.0015 125 880 -12 1873.9619100293698 1885.0755664307867 150 TCGA 1 100 100 0.5 0.0015 125 880 -13 1870.1844563765749 1875.6634539886934 150 TCGA 1 100 100 0.5 0.0015 125 880 -14 1867.640189544579 1871.8007057995053 150 TCGA 1 100 100 0.5 0.0015 125 880 -15 1865.9332122649448 1868.5779820734533 150 TCGA 1 100 100 0.5 0.0015 125 880 -16 1863.4675367227396 1862.6806843053157 150 TCGA 1 100 100 0.5 0.0015 125 880 -17 1861.335612969282 1865.9235962527482 150 TCGA 1 100 100 0.5 0.0015 125 880 -18 1859.5727487830848 1860.2172765683888 150 TCGA 1 100 100 0.5 0.0015 125 880 -19 1858.0220927508738 1858.336304937775 150 TCGA 1 100 100 0.5 0.0015 125 880 -20 1856.1119134602557 1860.9073038532506 150 TCGA 1 100 100 0.5 0.0015 125 880 -21 1855.1361474489472 1853.083594240735 150 TCGA 1 100 100 0.5 0.0015 125 880 -22 1854.4338574703816 1854.4868783615343 150 TCGA 1 100 100 0.5 0.0015 125 880 -23 1852.3169209918535 1857.070318020768 150 TCGA 1 100 100 0.5 0.0015 125 880 -24 1851.228470334039 1854.383883528973 150 TCGA 1 100 100 0.5 0.0015 125 880 -25 1850.0882540427224 1851.519053396867 150 TCGA 1 100 100 0.5 0.0015 125 880 -26 1848.2710210146788 1849.2376248920384 150 TCGA 1 100 100 0.5 0.0015 125 880 -27 1847.8638854837402 1847.0900964784862 150 TCGA 1 100 100 0.5 0.0015 125 880 -28 1846.743068084904 1848.8767310674466 150 TCGA 1 100 100 0.5 0.0015 125 880 -29 1845.4589255131013 1847.2319544499842 150 TCGA 1 100 100 0.5 0.0015 125 880 -30 1844.4991031871973 1845.770817588921 150 TCGA 1 100 100 0.5 0.0015 125 880 -31 1843.675547124073 1846.144773550369 150 TCGA 1 100 100 0.5 0.0015 125 880 -32 1842.792437902877 1843.707545908252 150 TCGA 1 100 100 0.5 0.0015 125 880 -33 1842.21924649739 1844.1490527589117 150 TCGA 1 100 100 0.5 0.0015 125 880 -34 1840.7722158839706 1841.5171033389604 150 TCGA 1 100 100 0.5 0.0015 125 880 -35 1840.394129245033 1839.5891266635913 150 TCGA 1 100 100 0.5 0.0015 125 880 -36 1838.9641185359826 1840.5232246437265 150 TCGA 1 100 100 0.5 0.0015 125 880 -37 1839.0416731887103 1841.408673617109 150 TCGA 1 100 100 0.5 0.0015 125 880 -38 1838.1032762532789 1838.1106030641488 150 TCGA 1 100 100 0.5 0.0015 125 880 -39 1837.1826704765938 1841.78996606568 150 TCGA 1 100 100 0.5 0.0015 125 880 -40 1836.4712110268829 1839.139404296875 150 TCGA 1 100 100 0.5 0.0015 125 880 -41 1835.584777838844 1837.586201270022 150 TCGA 1 100 100 0.5 0.0015 125 880 -42 1835.120966393017 1834.8569188717022 150 TCGA 1 100 100 0.5 0.0015 125 880 -43 1834.484225787812 1838.0351396876963 150 TCGA 1 100 100 0.5 0.0015 125 880 -44 1833.8519798063355 1834.2720076211133 150 TCGA 1 100 100 0.5 0.0015 125 880 -45 1833.4893257216904 1834.0451506801587 150 TCGA 1 100 100 0.5 0.0015 125 880 -46 1832.6968927239718 1837.5668331893844 150 TCGA 1 100 100 0.5 0.0015 125 880 -47 1832.3605216488613 1835.7449914366755 150 TCGA 1 100 100 0.5 0.0015 125 880 -48 1831.7628438979177 1832.23820825318 150 TCGA 1 100 100 0.5 0.0015 125 880 -49 1830.7794492891662 1832.1734017990343 150 TCGA 1 100 100 0.5 0.0015 125 880 -50 1830.4124392877666 1831.961888912335 150 TCGA 1 100 100 0.5 0.0015 125 880 -51 1829.8708813702744 1830.9225657094064 150 TCGA 1 100 100 0.5 0.0015 125 880 -52 1829.4666468316602 1830.9858852367306 150 TCGA 1 100 100 0.5 0.0015 125 880 -53 1829.2603168966568 1833.666053043538 150 TCGA 1 100 100 0.5 0.0015 125 880 -54 1828.8311195309666 1830.269801767627 150 TCGA 1 100 100 0.5 0.0015 125 880 -55 1828.3120670925362 1829.7323513318545 150 TCGA 1 100 100 0.5 0.0015 125 880 -56 1827.6255233803822 1829.0920127983668 150 TCGA 1 100 100 0.5 0.0015 125 880 -57 1826.9392267383228 1827.9581654610945 150 TCGA 1 100 100 0.5 0.0015 125 880 -58 1826.4461968319 1828.0576993855998 150 TCGA 1 100 100 0.5 0.0015 125 880 -59 1826.8314177373356 1831.0051797071294 150 TCGA 1 100 100 0.5 0.0015 125 880 -60 1826.0034074499108 1827.513461472401 150 TCGA 1 100 100 0.5 0.0015 125 880 -61 1825.535776221123 1827.0512204577576 150 TCGA 1 100 100 0.5 0.0015 125 880 -62 1825.3925748003928 1826.912877375157 150 TCGA 1 100 100 0.5 0.0015 125 880 -63 1824.7925470426474 1826.4824684948178 150 TCGA 1 100 100 0.5 0.0015 125 880 -64 1824.3834301820489 1826.129515374725 150 TCGA 1 100 100 0.5 0.0015 125 880 -65 1824.1706410393224 1828.4363749901854 150 TCGA 1 100 100 0.5 0.0015 125 880 -66 1823.7118225404229 1828.1461543557632 150 TCGA 1 100 100 0.5 0.0015 125 880 -67 1823.421549665381 1825.681357225581 150 TCGA 1 100 100 0.5 0.0015 125 880 -68 1822.7639972777463 1824.4070155464824 150 TCGA 1 100 100 0.5 0.0015 125 880 -69 1822.7282238634639 1825.048751447668 150 TCGA 1 100 100 0.5 0.0015 125 880 -70 1822.2924767353795 1823.6783790780073 150 TCGA 1 100 100 0.5 0.0015 125 880 -71 1821.854478180548 1824.161227278973 150 TCGA 1 100 100 0.5 0.0015 125 880 -72 1821.7237160094337 1823.2989876138506 150 TCGA 1 100 100 0.5 0.0015 125 880 -73 1821.0564675546675 1823.4421932661353 150 TCGA 1 100 100 0.5 0.0015 125 880 -74 1821.1179561791696 1824.2899654522614 150 TCGA 1 100 100 0.5 0.0015 125 880 -75 1820.3977438152494 1822.366410298563 150 TCGA 1 100 100 0.5 0.0015 125 880 -76 1820.3479472621368 1822.8431071372488 150 TCGA 1 100 100 0.5 0.0015 125 880 -77 1820.377839745974 1821.911575087351 150 TCGA 1 100 100 0.5 0.0015 125 880 -78 1819.7900799524439 1821.6442049112752 150 TCGA 1 100 100 0.5 0.0015 125 880 -79 1819.546348921781 1822.052614758362 150 TCGA 1 100 100 0.5 0.0015 125 880 -80 1819.4895296808943 1821.77272102701 150 TCGA 1 100 100 0.5 0.0015 125 880 -81 1818.823868766961 1821.1357342130575 150 TCGA 1 100 100 0.5 0.0015 125 880 -82 1818.5554576643424 1823.3922971792556 150 TCGA 1 100 100 0.5 0.0015 125 880 -83 1818.8521887115742 1821.7926939384422 150 TCGA 1 100 100 0.5 0.0015 125 880 -84 1818.3954911213366 1822.306282388505 150 TCGA 1 100 100 0.5 0.0015 125 880 -85 1818.104115580352 1819.9458087556925 150 TCGA 1 100 100 0.5 0.0015 125 880 -86 1817.3627747106611 1820.6756659272928 150 TCGA 1 100 100 0.5 0.0015 125 880 -87 1817.4286652922776 1821.699523619072 150 TCGA 1 100 100 0.5 0.0015 125 880 -88 1817.2068663549312 1820.0150269168107 150 TCGA 1 100 100 0.5 0.0015 125 880 -89 1817.0152578216564 1819.1659665515076 150 TCGA 1 100 100 0.5 0.0015 125 880 -90 1816.8262850206497 1818.629201917792 150 TCGA 1 100 100 0.5 0.0015 125 880 -91 1816.705886753958 1818.698121344025 150 TCGA 1 100 100 0.5 0.0015 125 880 -92 1816.308408920913 1818.8417048622016 150 TCGA 1 100 100 0.5 0.0015 125 880 -93 1816.1360274088252 1817.51231192584 150 TCGA 1 100 100 0.5 0.0015 125 880 -94 1815.8518581720373 1817.7519322687658 150 TCGA 1 100 100 0.5 0.0015 125 880 -95 1815.807749040878 1818.0285779483354 150 TCGA 1 100 100 0.5 0.0015 125 880 -96 1815.4823843232887 1817.37206111122 150 TCGA 1 100 100 0.5 0.0015 125 880 -97 1815.1855663457532 1818.7716745347832 150 TCGA 1 100 100 0.5 0.0015 125 880 -98 1814.8337477828684 1817.445462174152 150 TCGA 1 100 100 0.5 0.0015 125 880 -99 1814.880097004409 1817.0470093386857 150 TCGA 1 100 100 0.5 0.0015 125 880 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index a83591fa7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2733.0625248800525 4993.335876158135 150 TCGA 1 100 100 0.0 0.0015 125 3237 -1 2001.607925103357 3035.0454641370916 150 TCGA 1 100 100 0.0 0.0015 125 3237 -2 1957.1399646294492 2339.170265389447 150 TCGA 1 100 100 0.0 0.0015 125 3237 -3 1935.9842495914547 2086.213710152324 150 TCGA 1 100 100 0.0 0.0015 125 3237 -4 1919.1348713856614 2004.3646221831816 150 TCGA 1 100 100 0.0 0.0015 125 3237 -5 1909.569083022092 1949.9196323413944 150 TCGA 1 100 100 0.0 0.0015 125 3237 -6 1899.2623152853669 1913.3469495917086 150 TCGA 1 100 100 0.0 0.0015 125 3237 -7 1894.532228143051 1894.100115445391 150 TCGA 1 100 100 0.0 0.0015 125 3237 -8 1888.9225236799239 1896.2508937509815 150 TCGA 1 100 100 0.0 0.0015 125 3237 -9 1883.8645900143406 1884.188209111966 150 TCGA 1 100 100 0.0 0.0015 125 3237 -10 1879.252762680488 1880.6124003808104 150 TCGA 1 100 100 0.0 0.0015 125 3237 -11 1876.8010199404491 1874.655672773045 150 TCGA 1 100 100 0.0 0.0015 125 3237 -12 1873.8933801319945 1872.8688167399498 150 TCGA 1 100 100 0.0 0.0015 125 3237 -13 1871.3051575095355 1872.2164361848304 150 TCGA 1 100 100 0.0 0.0015 125 3237 -14 1867.9995148117248 1870.2731424456265 150 TCGA 1 100 100 0.0 0.0015 125 3237 -15 1866.1542166892884 1862.5534269246623 150 TCGA 1 100 100 0.0 0.0015 125 3237 -16 1863.854366070432 1866.5882298455167 150 TCGA 1 100 100 0.0 0.0015 125 3237 -17 1861.1458741869428 1860.3779855085977 150 TCGA 1 100 100 0.0 0.0015 125 3237 -18 1859.8757686246677 1857.531421143805 150 TCGA 1 100 100 0.0 0.0015 125 3237 -19 1858.0171217272784 1857.876876447668 150 TCGA 1 100 100 0.0 0.0015 125 3237 -20 1856.31197715101 1857.5643519109217 150 TCGA 1 100 100 0.0 0.0015 125 3237 -21 1855.2661704944705 1853.4921329057397 150 TCGA 1 100 100 0.0 0.0015 125 3237 -22 1853.0571742380873 1856.1528363251805 150 TCGA 1 100 100 0.0 0.0015 125 3237 -23 1852.2761997989758 1854.055008317957 150 TCGA 1 100 100 0.0 0.0015 125 3237 -24 1850.7909295258478 1850.5229081197 150 TCGA 1 100 100 0.0 0.0015 125 3237 -25 1850.366557255296 1848.820606327536 150 TCGA 1 100 100 0.0 0.0015 125 3237 -26 1848.4446130925649 1848.934550683103 150 TCGA 1 100 100 0.0 0.0015 125 3237 -27 1847.6750403803526 1845.9943896729742 150 TCGA 1 100 100 0.0 0.0015 125 3237 -28 1846.3102758377574 1844.725979752277 150 TCGA 1 100 100 0.0 0.0015 125 3237 -29 1845.556960999959 1843.2037230831893 150 TCGA 1 100 100 0.0 0.0015 125 3237 -30 1844.0761891520574 1842.7906837655073 150 TCGA 1 100 100 0.0 0.0015 125 3237 -31 1843.5372442532257 1853.9567797483512 150 TCGA 1 100 100 0.0 0.0015 125 3237 -32 1842.4906840417545 1843.166010104232 150 TCGA 1 100 100 0.0 0.0015 125 3237 -33 1841.5349939165137 1841.886000436754 150 TCGA 1 100 100 0.0 0.0015 125 3237 -34 1840.900812563985 1839.9918458258087 150 TCGA 1 100 100 0.0 0.0015 125 3237 -35 1840.4321943356106 1839.2253172601288 150 TCGA 1 100 100 0.0 0.0015 125 3237 -36 1839.2112397803753 1838.3421091050957 150 TCGA 1 100 100 0.0 0.0015 125 3237 -37 1838.9128275446653 1838.687421482412 150 TCGA 1 100 100 0.0 0.0015 125 3237 -38 1837.874876335511 1838.3398860758873 150 TCGA 1 100 100 0.0 0.0015 125 3237 -39 1837.233695717339 1837.4834051851053 150 TCGA 1 100 100 0.0 0.0015 125 3237 -40 1836.919871215616 1836.59510074788 150 TCGA 1 100 100 0.0 0.0015 125 3237 -41 1836.115702354345 1834.6312255859375 150 TCGA 1 100 100 0.0 0.0015 125 3237 -42 1835.1309436619688 1834.293592596773 150 TCGA 1 100 100 0.0 0.0015 125 3237 -43 1834.8653221773322 1834.368595295815 150 TCGA 1 100 100 0.0 0.0015 125 3237 -44 1834.211939174185 1834.0550984904994 150 TCGA 1 100 100 0.0 0.0015 125 3237 -45 1833.8828778884842 1833.190946799427 150 TCGA 1 100 100 0.0 0.0015 125 3237 -46 1832.6610627232392 1831.758160308378 150 TCGA 1 100 100 0.0 0.0015 125 3237 -47 1832.3590189945166 1832.7960137602072 150 TCGA 1 100 100 0.0 0.0015 125 3237 -48 1831.882054748433 1831.9236704764055 150 TCGA 1 100 100 0.0 0.0015 125 3237 -49 1831.4442500836058 1831.1170586820822 150 TCGA 1 100 100 0.0 0.0015 125 3237 -50 1830.6334633191177 1830.885425050055 150 TCGA 1 100 100 0.0 0.0015 125 3237 -51 1830.1356398059477 1830.311454121192 150 TCGA 1 100 100 0.0 0.0015 125 3237 -52 1829.710686478528 1828.7799998527796 150 TCGA 1 100 100 0.0 0.0015 125 3237 -53 1829.1860752967948 1830.359130859375 150 TCGA 1 100 100 0.0 0.0015 125 3237 -54 1828.7496931142261 1827.867661672621 150 TCGA 1 100 100 0.0 0.0015 125 3237 -55 1828.1884085306806 1827.8307627002198 150 TCGA 1 100 100 0.0 0.0015 125 3237 -56 1827.9270708024708 1828.7215790868404 150 TCGA 1 100 100 0.0 0.0015 125 3237 -57 1827.4353907274633 1827.4158401872644 150 TCGA 1 100 100 0.0 0.0015 125 3237 -58 1826.7653476678045 1828.4743799564228 150 TCGA 1 100 100 0.0 0.0015 125 3237 -59 1826.404275728318 1826.2107939600346 150 TCGA 1 100 100 0.0 0.0015 125 3237 -60 1825.8390456807574 1827.0888555325455 150 TCGA 1 100 100 0.0 0.0015 125 3237 -61 1825.7266845294362 1827.7692576652796 150 TCGA 1 100 100 0.0 0.0015 125 3237 -62 1825.3466108381542 1824.836370573571 150 TCGA 1 100 100 0.0 0.0015 125 3237 -63 1824.743225540483 1825.1169445862124 150 TCGA 1 100 100 0.0 0.0015 125 3237 -64 1824.5123186781013 1824.7745962478407 150 TCGA 1 100 100 0.0 0.0015 125 3237 -65 1824.0936464739107 1825.0002005879005 150 TCGA 1 100 100 0.0 0.0015 125 3237 -66 1823.8866790182185 1824.4311204459798 150 TCGA 1 100 100 0.0 0.0015 125 3237 -67 1823.4729724828253 1826.8301842464275 150 TCGA 1 100 100 0.0 0.0015 125 3237 -68 1822.9975583621176 1822.6702181562107 150 TCGA 1 100 100 0.0 0.0015 125 3237 -69 1822.5601922320607 1823.1331842317054 150 TCGA 1 100 100 0.0 0.0015 125 3237 -70 1822.2414026338083 1824.3558386414495 150 TCGA 1 100 100 0.0 0.0015 125 3237 -71 1822.1551736311555 1823.645883838136 150 TCGA 1 100 100 0.0 0.0015 125 3237 -72 1821.7752751902765 1824.912467611495 150 TCGA 1 100 100 0.0 0.0015 125 3237 -73 1821.5548919088435 1821.8992889250942 150 TCGA 1 100 100 0.0 0.0015 125 3237 -74 1821.2678283153202 1821.4315056728958 150 TCGA 1 100 100 0.0 0.0015 125 3237 -75 1820.9985613715955 1821.883849790947 150 TCGA 1 100 100 0.0 0.0015 125 3237 -76 1820.4386650704555 1820.691491515193 150 TCGA 1 100 100 0.0 0.0015 125 3237 -77 1820.3457821252982 1820.1558868561558 150 TCGA 1 100 100 0.0 0.0015 125 3237 -78 1819.970419361597 1820.2079642597755 150 TCGA 1 100 100 0.0 0.0015 125 3237 -79 1819.5705186120233 1819.4922543626335 150 TCGA 1 100 100 0.0 0.0015 125 3237 -80 1819.2506383109644 1819.7346265016488 150 TCGA 1 100 100 0.0 0.0015 125 3237 -81 1819.1779100205406 1819.580706879122 150 TCGA 1 100 100 0.0 0.0015 125 3237 -82 1818.7918928444205 1818.599221080991 150 TCGA 1 100 100 0.0 0.0015 125 3237 -83 1818.4338650052496 1818.956259569331 150 TCGA 1 100 100 0.0 0.0015 125 3237 -84 1818.374651815519 1818.7063196843592 150 TCGA 1 100 100 0.0 0.0015 125 3237 -85 1818.1809260115745 1818.0882832129396 150 TCGA 1 100 100 0.0 0.0015 125 3237 -86 1817.6750609683916 1818.6808683309123 150 TCGA 1 100 100 0.0 0.0015 125 3237 -87 1817.4859415440305 1817.8260725011778 150 TCGA 1 100 100 0.0 0.0015 125 3237 -88 1817.2611522723528 1818.855596954499 150 TCGA 1 100 100 0.0 0.0015 125 3237 -89 1817.1824908933013 1817.788627586173 150 TCGA 1 100 100 0.0 0.0015 125 3237 -90 1816.978796935824 1817.42605054079 150 TCGA 1 100 100 0.0 0.0015 125 3237 -91 1816.5843468661926 1816.5791898947864 150 TCGA 1 100 100 0.0 0.0015 125 3237 -92 1816.528973025554 1816.752056792753 150 TCGA 1 100 100 0.0 0.0015 125 3237 -93 1816.2137051810244 1816.8219398996937 150 TCGA 1 100 100 0.0 0.0015 125 3237 -94 1815.8091384950712 1816.7749722734768 150 TCGA 1 100 100 0.0 0.0015 125 3237 -95 1815.5541956488848 1816.3568894276068 150 TCGA 1 100 100 0.0 0.0015 125 3237 -96 1815.7333376952906 1816.6271432847832 150 TCGA 1 100 100 0.0 0.0015 125 3237 -97 1815.534935640509 1815.4809245200613 150 TCGA 1 100 100 0.0 0.0015 125 3237 -98 1814.9802354688502 1816.069537138819 150 TCGA 1 100 100 0.0 0.0015 125 3237 -99 1814.9896933769246 1815.733148776107 150 TCGA 1 100 100 0.0 0.0015 125 3237 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index 93d3a7d9f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2724.9758526963547 4725.816543655779 150 TCGA 1 100 100 1.0 0.0015 125 1033 -1 1996.3974838282384 2994.5510658762564 150 TCGA 1 100 100 1.0 0.0015 125 1033 -2 1955.562434993028 2497.1062232549466 150 TCGA 1 100 100 1.0 0.0015 125 1033 -3 1932.8936636773906 2099.110671767038 150 TCGA 1 100 100 1.0 0.0015 125 1033 -4 1917.6410193610955 2012.0751161814935 150 TCGA 1 100 100 1.0 0.0015 125 1033 -5 1908.33074513114 1948.4692076103172 150 TCGA 1 100 100 1.0 0.0015 125 1033 -6 1898.5412990886434 1918.469053028816 150 TCGA 1 100 100 1.0 0.0015 125 1033 -7 1891.8207851937473 1905.7861659371074 150 TCGA 1 100 100 1.0 0.0015 125 1033 -8 1886.5815557357869 1888.2268587812107 150 TCGA 1 100 100 1.0 0.0015 125 1033 -9 1881.7704213045845 1887.5409880211605 150 TCGA 1 100 100 1.0 0.0015 125 1033 -10 1878.8964372037285 1883.9611215255968 150 TCGA 1 100 100 1.0 0.0015 125 1033 -11 1875.5088409754244 1878.3568636640232 150 TCGA 1 100 100 1.0 0.0015 125 1033 -12 1872.9523075826335 1882.5933022043812 150 TCGA 1 100 100 1.0 0.0015 125 1033 -13 1869.6474492741238 1876.2804494886543 150 TCGA 1 100 100 1.0 0.0015 125 1033 -14 1867.232355900622 1868.9672753415516 150 TCGA 1 100 100 1.0 0.0015 125 1033 -15 1865.5658645979036 1865.2016773319724 150 TCGA 1 100 100 1.0 0.0015 125 1033 -16 1863.764069192816 1863.3210559634108 150 TCGA 1 100 100 1.0 0.0015 125 1033 -17 1860.1170149610596 1861.6099160352544 150 TCGA 1 100 100 1.0 0.0015 125 1033 -18 1859.5130421480626 1860.6133941190326 150 TCGA 1 100 100 1.0 0.0015 125 1033 -19 1858.1240239280157 1857.269804221302 150 TCGA 1 100 100 1.0 0.0015 125 1033 -20 1856.4781502588398 1855.5894842866678 150 TCGA 1 100 100 1.0 0.0015 125 1033 -21 1855.128849704426 1856.6787906819252 150 TCGA 1 100 100 1.0 0.0015 125 1033 -22 1853.3692900006934 1853.3577917664495 150 TCGA 1 100 100 1.0 0.0015 125 1033 -23 1852.5153183458585 1858.111338553117 150 TCGA 1 100 100 1.0 0.0015 125 1033 -24 1850.6271075829823 1850.804144011071 150 TCGA 1 100 100 1.0 0.0015 125 1033 -25 1849.7158770488302 1848.9942307975423 150 TCGA 1 100 100 1.0 0.0015 125 1033 -26 1848.633655260684 1848.2254448512092 150 TCGA 1 100 100 1.0 0.0015 125 1033 -27 1847.4391918299466 1847.5565774428785 150 TCGA 1 100 100 1.0 0.0015 125 1033 -28 1846.4424594010954 1845.0599751688128 150 TCGA 1 100 100 1.0 0.0015 125 1033 -29 1845.644602892561 1846.3776272721027 150 TCGA 1 100 100 1.0 0.0015 125 1033 -30 1844.4048627803788 1845.798364993915 150 TCGA 1 100 100 1.0 0.0015 125 1033 -31 1843.5359230488589 1842.985825735121 150 TCGA 1 100 100 1.0 0.0015 125 1033 -32 1842.7061294775374 1842.7912125323885 150 TCGA 1 100 100 1.0 0.0015 125 1033 -33 1842.037962954283 1841.569391145179 150 TCGA 1 100 100 1.0 0.0015 125 1033 -34 1840.8335502684974 1843.661273285372 150 TCGA 1 100 100 1.0 0.0015 125 1033 -35 1839.8873750056682 1843.2628719770728 150 TCGA 1 100 100 1.0 0.0015 125 1033 -36 1839.1725491458703 1840.1997082580874 150 TCGA 1 100 100 1.0 0.0015 125 1033 -37 1838.4860939445712 1838.8009941062735 150 TCGA 1 100 100 1.0 0.0015 125 1033 -38 1837.7470877939388 1838.9532114920305 150 TCGA 1 100 100 1.0 0.0015 125 1033 -39 1837.2659445029308 1840.2680087448964 150 TCGA 1 100 100 1.0 0.0015 125 1033 -40 1836.4108666395393 1837.0359622821136 150 TCGA 1 100 100 1.0 0.0015 125 1033 -41 1835.306418244202 1836.0681078733512 150 TCGA 1 100 100 1.0 0.0015 125 1033 -42 1835.1841479920026 1835.4718618728407 150 TCGA 1 100 100 1.0 0.0015 125 1033 -43 1834.4442669927762 1834.204646891685 150 TCGA 1 100 100 1.0 0.0015 125 1033 -44 1834.1085924910094 1834.2707016527952 150 TCGA 1 100 100 1.0 0.0015 125 1033 -45 1833.3092933345658 1834.7282438805355 150 TCGA 1 100 100 1.0 0.0015 125 1033 -46 1832.8857823144194 1832.6760879593278 150 TCGA 1 100 100 1.0 0.0015 125 1033 -47 1832.3629075723215 1833.2655863546247 150 TCGA 1 100 100 1.0 0.0015 125 1033 -48 1831.9054723007896 1833.3280544568545 150 TCGA 1 100 100 1.0 0.0015 125 1033 -49 1831.3209963063068 1830.7053529365578 150 TCGA 1 100 100 1.0 0.0015 125 1033 -50 1830.2193448866888 1830.6787121643374 150 TCGA 1 100 100 1.0 0.0015 125 1033 -51 1829.8661035281605 1829.8803434899105 150 TCGA 1 100 100 1.0 0.0015 125 1033 -52 1829.3506866431233 1830.0766736514604 150 TCGA 1 100 100 1.0 0.0015 125 1033 -53 1828.9024345908051 1830.394326368169 150 TCGA 1 100 100 1.0 0.0015 125 1033 -54 1828.7993333426714 1832.270842739086 150 TCGA 1 100 100 1.0 0.0015 125 1033 -55 1828.1753525936733 1827.8933240420854 150 TCGA 1 100 100 1.0 0.0015 125 1033 -56 1827.905999973185 1828.6106306679883 150 TCGA 1 100 100 1.0 0.0015 125 1033 -57 1827.0983034447509 1828.017268348579 150 TCGA 1 100 100 1.0 0.0015 125 1033 -58 1827.0025443873217 1827.2726112250707 150 TCGA 1 100 100 1.0 0.0015 125 1033 -59 1826.2676303785604 1830.459185576319 150 TCGA 1 100 100 1.0 0.0015 125 1033 -60 1826.0717318756583 1828.6394374214824 150 TCGA 1 100 100 1.0 0.0015 125 1033 -61 1825.2236266946777 1828.303714618012 150 TCGA 1 100 100 1.0 0.0015 125 1033 -62 1825.1670052951729 1826.060919220124 150 TCGA 1 100 100 1.0 0.0015 125 1033 -63 1824.2926321335171 1824.7831025243404 150 TCGA 1 100 100 1.0 0.0015 125 1033 -64 1824.2683684822437 1824.9636672130182 150 TCGA 1 100 100 1.0 0.0015 125 1033 -65 1823.9746168553663 1826.307399423877 150 TCGA 1 100 100 1.0 0.0015 125 1033 -66 1823.7814316679849 1824.668211050369 150 TCGA 1 100 100 1.0 0.0015 125 1033 -67 1823.173845020545 1824.0125959386778 150 TCGA 1 100 100 1.0 0.0015 125 1033 -68 1822.9120417655693 1824.2539498027245 150 TCGA 1 100 100 1.0 0.0015 125 1033 -69 1822.6473673579815 1822.8999250402403 150 TCGA 1 100 100 1.0 0.0015 125 1033 -70 1822.2938652221667 1822.8867874528894 150 TCGA 1 100 100 1.0 0.0015 125 1033 -71 1822.0810091512813 1831.3378078134815 150 TCGA 1 100 100 1.0 0.0015 125 1033 -72 1821.4297515259402 1822.2203473421796 150 TCGA 1 100 100 1.0 0.0015 125 1033 -73 1821.0900673434621 1824.1106269874765 150 TCGA 1 100 100 1.0 0.0015 125 1033 -74 1821.1376925056595 1822.092363673838 150 TCGA 1 100 100 1.0 0.0015 125 1033 -75 1820.6792331597198 1822.632641356195 150 TCGA 1 100 100 1.0 0.0015 125 1033 -76 1820.312086345282 1823.9058942171796 150 TCGA 1 100 100 1.0 0.0015 125 1033 -77 1820.307765009893 1821.0745309800957 150 TCGA 1 100 100 1.0 0.0015 125 1033 -78 1819.9979990088311 1821.1609426527168 150 TCGA 1 100 100 1.0 0.0015 125 1033 -79 1819.2576382715051 1822.649628145611 150 TCGA 1 100 100 1.0 0.0015 125 1033 -80 1819.339689210265 1819.8222938422582 150 TCGA 1 100 100 1.0 0.0015 125 1033 -81 1819.100776162261 1820.2172232009657 150 TCGA 1 100 100 1.0 0.0015 125 1033 -82 1818.7785337686353 1820.3518735032585 150 TCGA 1 100 100 1.0 0.0015 125 1033 -83 1818.4952349521736 1819.799017057946 150 TCGA 1 100 100 1.0 0.0015 125 1033 -84 1818.2127876848047 1819.620119027756 150 TCGA 1 100 100 1.0 0.0015 125 1033 -85 1818.1363821335171 1819.8206639888897 150 TCGA 1 100 100 1.0 0.0015 125 1033 -86 1817.6498241337272 1819.063895527442 150 TCGA 1 100 100 1.0 0.0015 125 1033 -87 1817.4248476485106 1818.4367859806846 150 TCGA 1 100 100 1.0 0.0015 125 1033 -88 1817.1532092379173 1818.9461265065563 150 TCGA 1 100 100 1.0 0.0015 125 1033 -89 1816.8771474646437 1818.4255542850974 150 TCGA 1 100 100 1.0 0.0015 125 1033 -90 1816.7498036982931 1818.1779079724795 150 TCGA 1 100 100 1.0 0.0015 125 1033 -91 1816.417540829447 1817.887714941897 150 TCGA 1 100 100 1.0 0.0015 125 1033 -92 1816.198041852663 1817.3827370495053 150 TCGA 1 100 100 1.0 0.0015 125 1033 -93 1816.0329701708608 1816.4802129544205 150 TCGA 1 100 100 1.0 0.0015 125 1033 -94 1815.9315638865248 1817.2208074061714 150 TCGA 1 100 100 1.0 0.0015 125 1033 -95 1815.664225787267 1817.925586796286 150 TCGA 1 100 100 1.0 0.0015 125 1033 -96 1815.6582314386633 1817.053224496506 150 TCGA 1 100 100 1.0 0.0015 125 1033 -97 1815.2666089474883 1818.5244422797582 150 TCGA 1 100 100 1.0 0.0015 125 1033 -98 1814.9069964833286 1816.0688525635992 150 TCGA 1 100 100 1.0 0.0015 125 1033 -99 1814.8659487567932 1818.1143357166693 150 TCGA 1 100 100 1.0 0.0015 125 1033 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 2c9aa476f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2758.2972178433088 4676.163331304962 150 TCGA 1 50 100 0.5 0.0015 125 4337 -1 1999.7956964812356 3673.6584165946924 150 TCGA 1 50 100 0.5 0.0015 125 4337 -2 1959.5650005815337 2245.402779277246 150 TCGA 1 50 100 0.5 0.0015 125 4337 -3 1937.8364818090572 2032.6550973863457 150 TCGA 1 50 100 0.5 0.0015 125 4337 -4 1920.810956660093 1991.275540299152 150 TCGA 1 50 100 0.5 0.0015 125 4337 -5 1909.1392508880517 1943.1190492256203 150 TCGA 1 50 100 0.5 0.0015 125 4337 -6 1903.33109747138 1916.271388068271 150 TCGA 1 50 100 0.5 0.0015 125 4337 -7 1893.5441077413643 1921.715806203871 150 TCGA 1 50 100 0.5 0.0015 125 4337 -8 1888.648471509097 1899.8516459249372 150 TCGA 1 50 100 0.5 0.0015 125 4337 -9 1884.0929879564196 1883.199484360278 150 TCGA 1 50 100 0.5 0.0015 125 4337 -10 1878.660896888015 1883.650975212979 150 TCGA 1 50 100 0.5 0.0015 125 4337 -11 1874.9155193319916 1877.7022490381596 150 TCGA 1 50 100 0.5 0.0015 125 4337 -12 1872.9287517593168 1872.7869155347048 150 TCGA 1 50 100 0.5 0.0015 125 4337 -13 1870.114532365106 1872.6336896886778 150 TCGA 1 50 100 0.5 0.0015 125 4337 -14 1867.6143251357967 1867.8968235955167 150 TCGA 1 50 100 0.5 0.0015 125 4337 -15 1864.4103683435912 1869.9256088793577 150 TCGA 1 50 100 0.5 0.0015 125 4337 -16 1863.8639063851645 1869.1738949876335 150 TCGA 1 50 100 0.5 0.0015 125 4337 -17 1861.435420294667 1867.4156892862752 150 TCGA 1 50 100 0.5 0.0015 125 4337 -18 1858.7472176852536 1859.742823615146 150 TCGA 1 50 100 0.5 0.0015 125 4337 -19 1857.947777464635 1862.177320930826 150 TCGA 1 50 100 0.5 0.0015 125 4337 -20 1856.1484875189883 1859.568060026696 150 TCGA 1 50 100 0.5 0.0015 125 4337 -21 1854.4555268107229 1858.638367005928 150 TCGA 1 50 100 0.5 0.0015 125 4337 -22 1853.375127670368 1856.4695210672503 150 TCGA 1 50 100 0.5 0.0015 125 4337 -23 1852.0893274003447 1857.6367199768374 150 TCGA 1 50 100 0.5 0.0015 125 4337 -24 1850.5735103361494 1853.149057666261 150 TCGA 1 50 100 0.5 0.0015 125 4337 -25 1849.0872270524708 1852.6286216237438 150 TCGA 1 50 100 0.5 0.0015 125 4337 -26 1847.863508181695 1850.9797528904287 150 TCGA 1 50 100 0.5 0.0015 125 4337 -27 1847.5740753695002 1849.537802538081 150 TCGA 1 50 100 0.5 0.0015 125 4337 -28 1846.5929452679175 1853.3787062755182 150 TCGA 1 50 100 0.5 0.0015 125 4337 -29 1844.799862105102 1848.2400889947785 150 TCGA 1 50 100 0.5 0.0015 125 4337 -30 1844.3913605557261 1847.4200476258245 150 TCGA 1 50 100 0.5 0.0015 125 4337 -31 1843.049634791895 1846.8005733010757 150 TCGA 1 50 100 0.5 0.0015 125 4337 -32 1842.5383901799387 1846.516808284587 150 TCGA 1 50 100 0.5 0.0015 125 4337 -33 1841.5911801603572 1845.512976871663 150 TCGA 1 50 100 0.5 0.0015 125 4337 -34 1840.8411421453811 1843.697645331148 150 TCGA 1 50 100 0.5 0.0015 125 4337 -35 1839.8212877135816 1845.6986795550015 150 TCGA 1 50 100 0.5 0.0015 125 4337 -36 1838.7509421173888 1841.8617685595948 150 TCGA 1 50 100 0.5 0.0015 125 4337 -37 1838.5280912961127 1842.3821401931532 150 TCGA 1 50 100 0.5 0.0015 125 4337 -38 1837.7537284652653 1842.303142298406 150 TCGA 1 50 100 0.5 0.0015 125 4337 -39 1837.0818486282344 1840.3366693084563 150 TCGA 1 50 100 0.5 0.0015 125 4337 -40 1836.4349673441816 1840.167915382577 150 TCGA 1 50 100 0.5 0.0015 125 4337 -41 1835.7493356780717 1838.5697769855135 150 TCGA 1 50 100 0.5 0.0015 125 4337 -42 1835.0095388023085 1839.51661076378 150 TCGA 1 50 100 0.5 0.0015 125 4337 -43 1834.1729159018253 1838.2253332090138 150 TCGA 1 50 100 0.5 0.0015 125 4337 -44 1834.0969939173858 1837.4425275793028 150 TCGA 1 50 100 0.5 0.0015 125 4337 -45 1833.1328165876319 1837.170805811283 150 TCGA 1 50 100 0.5 0.0015 125 4337 -46 1832.8147077163371 1835.7150651941347 150 TCGA 1 50 100 0.5 0.0015 125 4337 -47 1831.9599251570958 1836.1202852642116 150 TCGA 1 50 100 0.5 0.0015 125 4337 -48 1831.2839915065551 1835.206553396867 150 TCGA 1 50 100 0.5 0.0015 125 4337 -49 1830.8183542518348 1835.6908866843985 150 TCGA 1 50 100 0.5 0.0015 125 4337 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index cf253b7c1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2745.2951045512673 4206.753947962468 150 TCGA 1 50 100 0.0 0.0015 125 6247 -1 1998.3289995897107 3486.048523869347 150 TCGA 1 50 100 0.0 0.0015 125 6247 -2 1957.754899898801 2440.269244170069 150 TCGA 1 50 100 0.0 0.0015 125 6247 -3 1934.195644742717 2004.7410342729272 150 TCGA 1 50 100 0.0 0.0015 125 6247 -4 1919.0434449863615 2027.002831540515 150 TCGA 1 50 100 0.0 0.0015 125 6247 -5 1907.6602171148384 1988.940919809006 150 TCGA 1 50 100 0.0 0.0015 125 6247 -6 1899.0498711387684 1912.8869659577183 150 TCGA 1 50 100 0.0 0.0015 125 6247 -7 1893.2371589361737 1925.7270943339745 150 TCGA 1 50 100 0.0 0.0015 125 6247 -8 1888.6086624440159 1896.9497217532978 150 TCGA 1 50 100 0.0 0.0015 125 6247 -9 1883.2816474404449 1888.8739976739164 150 TCGA 1 50 100 0.0 0.0015 125 6247 -10 1878.578723115918 1876.3225514780936 150 TCGA 1 50 100 0.0 0.0015 125 6247 -11 1875.734875435142 1880.6834538905464 150 TCGA 1 50 100 0.0 0.0015 125 6247 -12 1873.6161059398632 1875.0426031524812 150 TCGA 1 50 100 0.0 0.0015 125 6247 -13 1871.359287851689 1869.6510555708228 150 TCGA 1 50 100 0.0 0.0015 125 6247 -14 1867.6249930782767 1866.2721628160332 150 TCGA 1 50 100 0.0 0.0015 125 6247 -15 1865.0599464018812 1862.607391817486 150 TCGA 1 50 100 0.0 0.0015 125 6247 -16 1863.2357771939792 1863.638497050683 150 TCGA 1 50 100 0.0 0.0015 125 6247 -17 1862.143212729845 1860.6112900930434 150 TCGA 1 50 100 0.0 0.0015 125 6247 -18 1859.543200150839 1858.194795388073 150 TCGA 1 50 100 0.0 0.0015 125 6247 -19 1858.3795848241382 1861.4233680610082 150 TCGA 1 50 100 0.0 0.0015 125 6247 -20 1855.5642312619686 1854.5999651578204 150 TCGA 1 50 100 0.0 0.0015 125 6247 -21 1854.4702162880467 1853.4780156887955 150 TCGA 1 50 100 0.0 0.0015 125 6247 -22 1853.5839369175942 1854.700849216787 150 TCGA 1 50 100 0.0 0.0015 125 6247 -23 1851.539023558494 1851.1877490479742 150 TCGA 1 50 100 0.0 0.0015 125 6247 -24 1850.7723534872841 1849.5374970555904 150 TCGA 1 50 100 0.0 0.0015 125 6247 -25 1849.499742874331 1849.043109222872 150 TCGA 1 50 100 0.0 0.0015 125 6247 -26 1848.8573319470993 1850.295962846459 150 TCGA 1 50 100 0.0 0.0015 125 6247 -27 1847.5583839863589 1846.4550867128612 150 TCGA 1 50 100 0.0 0.0015 125 6247 -28 1846.1165920546682 1844.7119766312028 150 TCGA 1 50 100 0.0 0.0015 125 6247 -29 1845.096470455251 1847.7890453242776 150 TCGA 1 50 100 0.0 0.0015 125 6247 -30 1844.5249610830197 1842.3194365381596 150 TCGA 1 50 100 0.0 0.0015 125 6247 -31 1843.109145806482 1843.0751677086605 150 TCGA 1 50 100 0.0 0.0015 125 6247 -32 1842.5488380851962 1843.3684627973853 150 TCGA 1 50 100 0.0 0.0015 125 6247 -33 1841.9011287695596 1841.315468946294 150 TCGA 1 50 100 0.0 0.0015 125 6247 -34 1841.2564190671785 1839.7954825396514 150 TCGA 1 50 100 0.0 0.0015 125 6247 -35 1840.0626098210423 1838.9529630574748 150 TCGA 1 50 100 0.0 0.0015 125 6247 -36 1839.065734038942 1838.780074076437 150 TCGA 1 50 100 0.0 0.0015 125 6247 -37 1838.5196911036562 1841.1110919588175 150 TCGA 1 50 100 0.0 0.0015 125 6247 -38 1837.844887860453 1839.2391271543263 150 TCGA 1 50 100 0.0 0.0015 125 6247 -39 1836.9910179740257 1837.0939518147377 150 TCGA 1 50 100 0.0 0.0015 125 6247 -40 1836.3275730743221 1838.6117090579853 150 TCGA 1 50 100 0.0 0.0015 125 6247 -41 1835.7615322177332 1835.5434312676664 150 TCGA 1 50 100 0.0 0.0015 125 6247 -42 1835.0949922313193 1837.4383029650205 150 TCGA 1 50 100 0.0 0.0015 125 6247 -43 1834.3358815948218 1834.6411715560223 150 TCGA 1 50 100 0.0 0.0015 125 6247 -44 1834.3583369731425 1835.3571820283055 150 TCGA 1 50 100 0.0 0.0015 125 6247 -45 1833.3577233787253 1833.6740403678548 150 TCGA 1 50 100 0.0 0.0015 125 6247 -46 1832.7505228353646 1832.8111247153738 150 TCGA 1 50 100 0.0 0.0015 125 6247 -47 1832.17460953033 1831.699735861927 150 TCGA 1 50 100 0.0 0.0015 125 6247 -48 1831.4753573707524 1831.579010776539 150 TCGA 1 50 100 0.0 0.0015 125 6247 -49 1831.003372459782 1830.4739812342964 150 TCGA 1 50 100 0.0 0.0015 125 6247 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 202a68405..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2723.3960233582543 4465.597258754711 150 TCGA 1 50 100 1.0 0.0015 125 3622 -1 1998.7570309992918 3342.136629190876 150 TCGA 1 50 100 1.0 0.0015 125 3622 -2 1957.3573679182596 2286.243231538552 150 TCGA 1 50 100 1.0 0.0015 125 3622 -3 1934.5317322179294 2073.323654404837 150 TCGA 1 50 100 1.0 0.0015 125 3622 -4 1919.3955380882267 2065.53182047935 150 TCGA 1 50 100 1.0 0.0015 125 3622 -5 1907.2545016272045 1920.4843547571843 150 TCGA 1 50 100 1.0 0.0015 125 3622 -6 1898.9863906385165 1914.5372651833386 150 TCGA 1 50 100 1.0 0.0015 125 3622 -7 1892.9222842945771 1930.565978697197 150 TCGA 1 50 100 1.0 0.0015 125 3622 -8 1887.2932244722485 1891.8434690542556 150 TCGA 1 50 100 1.0 0.0015 125 3622 -9 1882.5588514206863 1880.9343985552764 150 TCGA 1 50 100 1.0 0.0015 125 3622 -10 1879.72208147446 1886.611602323139 150 TCGA 1 50 100 1.0 0.0015 125 3622 -11 1875.644523129238 1887.341727558692 150 TCGA 1 50 100 1.0 0.0015 125 3622 -12 1872.4492031624973 1875.8849484237594 150 TCGA 1 50 100 1.0 0.0015 125 3622 -13 1869.4889155005833 1871.8361098706423 150 TCGA 1 50 100 1.0 0.0015 125 3622 -14 1866.7800572154006 1866.775128695234 150 TCGA 1 50 100 1.0 0.0015 125 3622 -15 1864.8734949339525 1863.6880306071373 150 TCGA 1 50 100 1.0 0.0015 125 3622 -16 1862.928636597102 1863.2589043852072 150 TCGA 1 50 100 1.0 0.0015 125 3622 -17 1860.329575523413 1868.5956252208307 150 TCGA 1 50 100 1.0 0.0015 125 3622 -18 1858.8820695865365 1858.5954258597676 150 TCGA 1 50 100 1.0 0.0015 125 3622 -19 1857.9165008950279 1857.1801371358747 150 TCGA 1 50 100 1.0 0.0015 125 3622 -20 1856.3796039270044 1856.5952810929648 150 TCGA 1 50 100 1.0 0.0015 125 3622 -21 1854.0393540844054 1854.610112942643 150 TCGA 1 50 100 1.0 0.0015 125 3622 -22 1853.7950497497498 1853.86392472617 150 TCGA 1 50 100 1.0 0.0015 125 3622 -23 1852.1997614648808 1854.1375094466473 150 TCGA 1 50 100 1.0 0.0015 125 3622 -24 1850.334428387197 1854.8343058063756 150 TCGA 1 50 100 1.0 0.0015 125 3622 -25 1849.1279538181534 1850.1505728103407 150 TCGA 1 50 100 1.0 0.0015 125 3622 -26 1847.9773980392013 1847.7962560605763 150 TCGA 1 50 100 1.0 0.0015 125 3622 -27 1847.0127074800175 1853.90787003867 150 TCGA 1 50 100 1.0 0.0015 125 3622 -28 1846.496980875115 1847.4521159263113 150 TCGA 1 50 100 1.0 0.0015 125 3622 -29 1844.9169967520222 1848.1310354261543 150 TCGA 1 50 100 1.0 0.0015 125 3622 -30 1844.1752153582465 1844.8957838508952 150 TCGA 1 50 100 1.0 0.0015 125 3622 -31 1843.1346887502702 1844.371298631831 150 TCGA 1 50 100 1.0 0.0015 125 3622 -32 1842.7315492201017 1843.702009191465 150 TCGA 1 50 100 1.0 0.0015 125 3622 -33 1841.6754295910318 1844.1957928068075 150 TCGA 1 50 100 1.0 0.0015 125 3622 -34 1840.533226097491 1840.785701579185 150 TCGA 1 50 100 1.0 0.0015 125 3622 -35 1839.728811038154 1842.233079459799 150 TCGA 1 50 100 1.0 0.0015 125 3622 -36 1839.0713108768286 1843.090889628808 150 TCGA 1 50 100 1.0 0.0015 125 3622 -37 1838.1913875150208 1839.6872319360475 150 TCGA 1 50 100 1.0 0.0015 125 3622 -38 1837.6338995920653 1838.509161407624 150 TCGA 1 50 100 1.0 0.0015 125 3622 -39 1836.8269039017373 1838.7601839765232 150 TCGA 1 50 100 1.0 0.0015 125 3622 -40 1836.2461723142842 1837.9234852239715 150 TCGA 1 50 100 1.0 0.0015 125 3622 -41 1835.4453370666674 1837.6425928470478 150 TCGA 1 50 100 1.0 0.0015 125 3622 -42 1834.80823474692 1836.4666447471734 150 TCGA 1 50 100 1.0 0.0015 125 3622 -43 1834.2851524212515 1836.579646891685 150 TCGA 1 50 100 1.0 0.0015 125 3622 -44 1834.0702818155103 1836.5752781240185 150 TCGA 1 50 100 1.0 0.0015 125 3622 -45 1832.8558734664296 1836.144474202065 150 TCGA 1 50 100 1.0 0.0015 125 3622 -46 1832.5938507464996 1833.9967415201006 150 TCGA 1 50 100 1.0 0.0015 125 3622 -47 1832.055946681366 1832.4177491461212 150 TCGA 1 50 100 1.0 0.0015 125 3622 -48 1831.5512727604792 1833.5653677322157 150 TCGA 1 50 100 1.0 0.0015 125 3622 -49 1831.0295102085063 1833.2691509304334 150 TCGA 1 50 100 1.0 0.0015 125 3622 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index fa6c7e770..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2270.849035348859 2325.3495001864794 50 TCGA 1 100 100 0.5 0.0015 125 6757 -1 1941.1708436496078 1994.9296789121388 50 TCGA 1 100 100 0.5 0.0015 125 6757 -2 1909.054488963721 1911.9446733177606 50 TCGA 1 100 100 0.5 0.0015 125 6757 -3 1892.0864777078 1882.6094670127984 50 TCGA 1 100 100 0.5 0.0015 125 6757 -4 1880.139931737638 1875.519805448139 50 TCGA 1 100 100 0.5 0.0015 125 6757 -5 1871.9193481077425 1868.3608232814463 50 TCGA 1 100 100 0.5 0.0015 125 6757 -6 1866.9998379662734 1867.6442343553706 50 TCGA 1 100 100 0.5 0.0015 125 6757 -7 1861.9202337340594 1867.5685366529915 50 TCGA 1 100 100 0.5 0.0015 125 6757 -8 1857.908868768596 1857.6092854408762 50 TCGA 1 100 100 0.5 0.0015 125 6757 -9 1854.2960888666425 1853.4781543214117 50 TCGA 1 100 100 0.5 0.0015 125 6757 -10 1851.9026692208733 1851.7068969113143 50 TCGA 1 100 100 0.5 0.0015 125 6757 -11 1849.5465513276847 1849.6037824621153 50 TCGA 1 100 100 0.5 0.0015 125 6757 -12 1847.4789083374174 1847.0683569213254 50 TCGA 1 100 100 0.5 0.0015 125 6757 -13 1845.1320077270414 1845.8783615342336 50 TCGA 1 100 100 0.5 0.0015 125 6757 -14 1843.2381070215051 1844.5433637916144 50 TCGA 1 100 100 0.5 0.0015 125 6757 -15 1841.7152324565382 1843.5867723627905 50 TCGA 1 100 100 0.5 0.0015 125 6757 -16 1839.616439177237 1841.2371267960898 50 TCGA 1 100 100 0.5 0.0015 125 6757 -17 1838.4587805793014 1839.635671030936 50 TCGA 1 100 100 0.5 0.0015 125 6757 -18 1837.01125434052 1840.4288029502984 50 TCGA 1 100 100 0.5 0.0015 125 6757 -19 1835.7827804911176 1840.9126467297424 50 TCGA 1 100 100 0.5 0.0015 125 6757 -20 1834.8265268040736 1836.7647134598776 50 TCGA 1 100 100 0.5 0.0015 125 6757 -21 1833.6787025578546 1834.7592767303313 50 TCGA 1 100 100 0.5 0.0015 125 6757 -22 1832.7324183868875 1834.1019575416144 50 TCGA 1 100 100 0.5 0.0015 125 6757 -23 1831.767058437112 1834.3134918979663 50 TCGA 1 100 100 0.5 0.0015 125 6757 -24 1830.6008003337906 1831.2549226847127 50 TCGA 1 100 100 0.5 0.0015 125 6757 -25 1829.6185476594983 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1821.7647508784155 50 TCGA 1 100 100 0.5 0.0015 125 6757 -51 1818.1902114215845 1820.5504702467415 50 TCGA 1 100 100 0.5 0.0015 125 6757 -52 1817.811147102861 1821.3556760855056 50 TCGA 1 100 100 0.5 0.0015 125 6757 -53 1817.556109655248 1820.354052366324 50 TCGA 1 100 100 0.5 0.0015 125 6757 -54 1817.5966759132532 1820.5714669539102 50 TCGA 1 100 100 0.5 0.0015 125 6757 -55 1817.189856955776 1820.3902373194096 50 TCGA 1 100 100 0.5 0.0015 125 6757 -56 1816.9326139991472 1821.28110400636 50 TCGA 1 100 100 0.5 0.0015 125 6757 -57 1816.961098961458 1818.8961077359454 50 TCGA 1 100 100 0.5 0.0015 125 6757 -58 1816.6052439574992 1820.6080273192133 50 TCGA 1 100 100 0.5 0.0015 125 6757 -59 1816.8371485154375 1820.7483149389525 50 TCGA 1 100 100 0.5 0.0015 125 6757 -60 1816.5546550987049 1819.623968229821 50 TCGA 1 100 100 0.5 0.0015 125 6757 -61 1816.4691897746854 1818.8247671462782 50 TCGA 1 100 100 0.5 0.0015 125 6757 -62 1816.0852955646687 1819.8913304314542 50 TCGA 1 100 100 0.5 0.0015 125 6757 -63 1815.8508909429634 1819.8121135462468 50 TCGA 1 100 100 0.5 0.0015 125 6757 -64 1816.0848036863026 1819.499915961644 50 TCGA 1 100 100 0.5 0.0015 125 6757 -65 1815.9268390473703 1821.0351568634187 50 TCGA 1 100 100 0.5 0.0015 125 6757 -66 1815.7517528719156 1817.9380520767902 50 TCGA 1 100 100 0.5 0.0015 125 6757 -67 1816.0326807937768 1820.1144350904915 50 TCGA 1 100 100 0.5 0.0015 125 6757 -68 1815.8067753533458 1818.7398951544833 50 TCGA 1 100 100 0.5 0.0015 125 6757 -69 1815.9290824623588 1819.5714393500707 50 TCGA 1 100 100 0.5 0.0015 125 6757 -70 1815.8042288813317 1822.3917592110945 50 TCGA 1 100 100 0.5 0.0015 125 6757 -71 1815.6309813363089 1818.4216425143295 50 TCGA 1 100 100 0.5 0.0015 125 6757 -72 1815.2417207196936 1820.8899551468278 50 TCGA 1 100 100 0.5 0.0015 125 6757 -73 1815.8279296656992 1818.1508120436165 50 TCGA 1 100 100 0.5 0.0015 125 6757 -74 1815.542486641074 1818.8045672699434 50 TCGA 1 100 100 0.5 0.0015 125 6757 -75 1815.2425565995306 1820.2039985081658 50 TCGA 1 100 100 0.5 0.0015 125 6757 -76 1815.3881654991662 1819.4721728760992 50 TCGA 1 100 100 0.5 0.0015 125 6757 -77 1815.1044563253433 1821.023890202968 50 TCGA 1 100 100 0.5 0.0015 125 6757 -78 1815.1774544403454 1817.1995800535883 50 TCGA 1 100 100 0.5 0.0015 125 6757 -79 1815.2459350953825 1817.9088950612438 50 TCGA 1 100 100 0.5 0.0015 125 6757 -80 1815.3905861947483 1817.9318816985317 50 TCGA 1 100 100 0.5 0.0015 125 6757 -81 1814.9113499475038 1818.5266972067368 50 TCGA 1 100 100 0.5 0.0015 125 6757 -82 1815.080327565921 1819.8771254956423 50 TCGA 1 100 100 0.5 0.0015 125 6757 -83 1814.595731738423 1816.8883075043184 50 TCGA 1 100 100 0.5 0.0015 125 6757 -84 1814.2585828142223 1818.5978390487594 50 TCGA 1 100 100 0.5 0.0015 125 6757 -85 1815.0872158796103 1816.4603621133008 50 TCGA 1 100 100 0.5 0.0015 125 6757 -86 1814.612125649225 1817.096453336016 50 TCGA 1 100 100 0.5 0.0015 125 6757 -87 1814.488851093131 1817.0847045285018 50 TCGA 1 100 100 0.5 0.0015 125 6757 -88 1814.484269811607 1817.0367713813207 50 TCGA 1 100 100 0.5 0.0015 125 6757 -89 1814.579390312814 1819.9081884029522 50 TCGA 1 100 100 0.5 0.0015 125 6757 -90 1814.6165927904422 1816.9133043145414 50 TCGA 1 100 100 0.5 0.0015 125 6757 -91 1814.6652071459216 1821.0633870033762 50 TCGA 1 100 100 0.5 0.0015 125 6757 -92 1814.52999937541 1819.004798774144 50 TCGA 1 100 100 0.5 0.0015 125 6757 -93 1814.6361084120629 1816.6911394128847 50 TCGA 1 100 100 0.5 0.0015 125 6757 -94 1814.5724652240633 1816.9651210152324 50 TCGA 1 100 100 0.5 0.0015 125 6757 -95 1814.2250644510539 1819.3053131870288 50 TCGA 1 100 100 0.5 0.0015 125 6757 -96 1814.5100866539801 1817.588254382263 50 TCGA 1 100 100 0.5 0.0015 125 6757 -97 1814.3430015954846 1817.8625623233354 50 TCGA 1 100 100 0.5 0.0015 125 6757 -98 1814.3431661499174 1817.8910807700613 50 TCGA 1 100 100 0.5 0.0015 125 6757 -99 1814.4852740201238 1817.424175933378 50 TCGA 1 100 100 0.5 0.0015 125 6757 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index 3bf28157d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2274.924194540319 2463.7278077398714 50 TCGA 1 100 100 0.0 0.0015 125 5213 -1 1941.5676994404632 1983.3327648987124 50 TCGA 1 100 100 0.0 0.0015 125 5213 -2 1910.8039044051154 1896.7028734983512 50 TCGA 1 100 100 0.0 0.0015 125 5213 -3 1893.1753177125481 1888.9652682357098 50 TCGA 1 100 100 0.0 0.0015 125 5213 -4 1882.9828657100663 1872.4626495514683 50 TCGA 1 100 100 0.0 0.0015 125 5213 -5 1873.153849701701 1868.4985915907664 50 TCGA 1 100 100 0.0 0.0015 125 5213 -6 1866.364763329931 1862.904091993169 50 TCGA 1 100 100 0.0 0.0015 125 5213 -7 1861.376341547148 1857.6053908458307 50 TCGA 1 100 100 0.0 0.0015 125 5213 -8 1858.1247308839445 1854.9229092238536 50 TCGA 1 100 100 0.0 0.0015 125 5213 -9 1855.3482993707446 1852.99038956992 50 TCGA 1 100 100 0.0 0.0015 125 5213 -10 1851.8849475518682 1848.5407328389997 50 TCGA 1 100 100 0.0 0.0015 125 5213 -11 1849.424658295778 1847.5325050545698 50 TCGA 1 100 100 0.0 0.0015 125 5213 -12 1847.3354189157726 1846.4598658576083 50 TCGA 1 100 100 0.0 0.0015 125 5213 -13 1845.129549452497 1843.4933836663788 50 TCGA 1 100 100 0.0 0.0015 125 5213 -14 1843.080050315478 1842.0845658958856 50 TCGA 1 100 100 0.0 0.0015 125 5213 -15 1841.8397706086407 1839.4086957001805 50 TCGA 1 100 100 0.0 0.0015 125 5213 -16 1840.1531884999984 1840.538836148516 50 TCGA 1 100 100 0.0 0.0015 125 5213 -17 1838.9630883437526 1838.1048498105763 50 TCGA 1 100 100 0.0 0.0015 125 5213 -18 1837.0079551992278 1843.0048938540358 50 TCGA 1 100 100 0.0 0.0015 125 5213 -19 1836.2750024226032 1838.472914499254 50 TCGA 1 100 100 0.0 0.0015 125 5213 -20 1835.0682445670468 1834.3916813069252 50 TCGA 1 100 100 0.0 0.0015 125 5213 -21 1833.6783447401879 1833.52704256144 50 TCGA 1 100 100 0.0 0.0015 125 5213 -22 1833.004873915088 1833.2981552047347 50 TCGA 1 100 100 0.0 0.0015 125 5213 -23 1831.6550445437417 1832.5943174122565 50 TCGA 1 100 100 0.0 0.0015 125 5213 -24 1831.1525868142153 1836.4704454891646 50 TCGA 1 100 100 0.0 0.0015 125 5213 -25 1829.94479213084 1830.683440395336 50 TCGA 1 100 100 0.0 0.0015 125 5213 -26 1828.9010794182177 1828.935383092219 50 TCGA 1 100 100 0.0 0.0015 125 5213 -27 1828.4569778519026 1829.2904249028345 50 TCGA 1 100 100 0.0 0.0015 125 5213 -28 1827.8030083825884 1827.3001978888583 50 TCGA 1 100 100 0.0 0.0015 125 5213 -29 1827.091710503339 1826.481085235749 50 TCGA 1 100 100 0.0 0.0015 125 5213 -30 1825.8830082703148 1825.3459583071608 50 TCGA 1 100 100 0.0 0.0015 125 5213 -31 1825.566177519747 1827.5816441828283 50 TCGA 1 100 100 0.0 0.0015 125 5213 -32 1824.921689230758 1828.2780712645258 50 TCGA 1 100 100 0.0 0.0015 125 5213 -33 1824.580076980463 1824.816844844339 50 TCGA 1 100 100 0.0 0.0015 125 5213 -34 1823.5533179798247 1824.1072746545226 50 TCGA 1 100 100 0.0 0.0015 125 5213 -35 1823.4408375650314 1823.548170540201 50 TCGA 1 100 100 0.0 0.0015 125 5213 -36 1822.9772390848239 1823.3688382096027 50 TCGA 1 100 100 0.0 0.0015 125 5213 -37 1822.445260260065 1822.114482323728 50 TCGA 1 100 100 0.0 0.0015 125 5213 -38 1821.8824483737546 1825.6867436547975 50 TCGA 1 100 100 0.0 0.0015 125 5213 -39 1821.1947414850813 1822.2878540652482 50 TCGA 1 100 100 0.0 0.0015 125 5213 -40 1821.1742916897028 1823.400640286393 50 TCGA 1 100 100 0.0 0.0015 125 5213 -41 1820.9704623362331 1820.2773161461605 50 TCGA 1 100 100 0.0 0.0015 125 5213 -42 1820.253997022678 1822.6835317947157 50 TCGA 1 100 100 0.0 0.0015 125 5213 -43 1820.066486108701 1821.9398745436165 50 TCGA 1 100 100 0.0 0.0015 125 5213 -44 1819.9981947655203 1821.0277976798052 50 TCGA 1 100 100 0.0 0.0015 125 5213 -45 1819.4942594115817 1821.3848858550566 50 TCGA 1 100 100 0.0 0.0015 125 5213 -46 1819.0412904092384 1823.8240200023556 50 TCGA 1 100 100 0.0 0.0015 125 5213 -47 1819.1312121648796 1818.5828397357884 50 TCGA 1 100 100 0.0 0.0015 125 5213 -48 1818.591731023251 1819.1958835927685 50 TCGA 1 100 100 0.0 0.0015 125 5213 -49 1818.6380699575845 1819.5511634098225 50 TCGA 1 100 100 0.0 0.0015 125 5213 -50 1818.4430991972326 1820.6484976150282 50 TCGA 1 100 100 0.0 0.0015 125 5213 -51 1818.317256504676 1819.2729786628454 50 TCGA 1 100 100 0.0 0.0015 125 5213 -52 1817.6556366099644 1818.4248359718515 50 TCGA 1 100 100 0.0 0.0015 125 5213 -53 1817.7201461170332 1817.953160578282 50 TCGA 1 100 100 0.0 0.0015 125 5213 -54 1817.6671253897966 1818.1764241127512 50 TCGA 1 100 100 0.0 0.0015 125 5213 -55 1817.3177360247682 1821.8815212537295 50 TCGA 1 100 100 0.0 0.0015 125 5213 -56 1817.3646414776256 1818.1941034518295 50 TCGA 1 100 100 0.0 0.0015 125 5213 -57 1817.1697477827595 1817.9371049583856 50 TCGA 1 100 100 0.0 0.0015 125 5213 -58 1816.7541762653345 1818.0025898535646 50 TCGA 1 100 100 0.0 0.0015 125 5213 -59 1816.657086274975 1817.7308404817054 50 TCGA 1 100 100 0.0 0.0015 125 5213 -60 1816.6222921482806 1816.3830695224167 50 TCGA 1 100 100 0.0 0.0015 125 5213 -61 1816.3046891895544 1816.84663858845 50 TCGA 1 100 100 0.0 0.0015 125 5213 -62 1816.4799762721145 1818.406522971302 50 TCGA 1 100 100 0.0 0.0015 125 5213 -63 1816.4287216198445 1817.7327770444017 50 TCGA 1 100 100 0.0 0.0015 125 5213 -64 1816.4655739509283 1817.8210209985475 50 TCGA 1 100 100 0.0 0.0015 125 5213 -65 1816.176536521737 1817.049218259265 50 TCGA 1 100 100 0.0 0.0015 125 5213 -66 1815.886809372798 1816.343326127709 50 TCGA 1 100 100 0.0 0.0015 125 5213 -67 1816.4716186182802 1816.188961163238 50 TCGA 1 100 100 0.0 0.0015 125 5213 -68 1815.6897630764977 1816.1763345536276 50 TCGA 1 100 100 0.0 0.0015 125 5213 -69 1815.8917158935628 1815.92432560753 50 TCGA 1 100 100 0.0 0.0015 125 5213 -70 1815.541001618048 1817.01709904503 50 TCGA 1 100 100 0.0 0.0015 125 5213 -71 1815.6965678253669 1816.7253822825062 50 TCGA 1 100 100 0.0 0.0015 125 5213 -72 1815.9069448565383 1819.047314821176 50 TCGA 1 100 100 0.0 0.0015 125 5213 -73 1815.5599374635929 1815.667259638034 50 TCGA 1 100 100 0.0 0.0015 125 5213 -74 1815.3074990276887 1817.0902387916144 50 TCGA 1 100 100 0.0 0.0015 125 5213 -75 1815.4783521878533 1820.299694272142 50 TCGA 1 100 100 0.0 0.0015 125 5213 -76 1815.26207279342 1815.9481538552136 50 TCGA 1 100 100 0.0 0.0015 125 5213 -77 1815.017580236943 1815.7402705667007 50 TCGA 1 100 100 0.0 0.0015 125 5213 -78 1814.872565161212 1817.255487029876 50 TCGA 1 100 100 0.0 0.0015 125 5213 -79 1815.4154722424726 1817.106643446726 50 TCGA 1 100 100 0.0 0.0015 125 5213 -80 1815.0250193045226 1817.5452040475816 50 TCGA 1 100 100 0.0 0.0015 125 5213 -81 1815.0366378939168 1816.2445049956816 50 TCGA 1 100 100 0.0 0.0015 125 5213 -82 1815.0504681237749 1816.9066149841 50 TCGA 1 100 100 0.0 0.0015 125 5213 -83 1814.917102580811 1815.762210711762 50 TCGA 1 100 100 0.0 0.0015 125 5213 -84 1814.967233720216 1816.644784591905 50 TCGA 1 100 100 0.0 0.0015 125 5213 -85 1815.0669705612024 1815.7734828929806 50 TCGA 1 100 100 0.0 0.0015 125 5213 -86 1814.6529043823336 1816.5214782408134 50 TCGA 1 100 100 0.0 0.0015 125 5213 -87 1814.8972175326487 1816.6223015713333 50 TCGA 1 100 100 0.0 0.0015 125 5213 -88 1814.7922826409938 1815.0031155533527 50 TCGA 1 100 100 0.0 0.0015 125 5213 -89 1814.6870656754904 1815.63146175212 50 TCGA 1 100 100 0.0 0.0015 125 5213 -90 1814.7397534242364 1816.1708855557083 50 TCGA 1 100 100 0.0 0.0015 125 5213 -91 1814.5764495887079 1815.6587171698336 50 TCGA 1 100 100 0.0 0.0015 125 5213 -92 1814.7372728584733 1818.284181527756 50 TCGA 1 100 100 0.0 0.0015 125 5213 -93 1814.3098299725007 1816.8514318418263 50 TCGA 1 100 100 0.0 0.0015 125 5213 -94 1814.464176621231 1815.2978902078753 50 TCGA 1 100 100 0.0 0.0015 125 5213 -95 1814.3818554763802 1815.1720222204774 50 TCGA 1 100 100 0.0 0.0015 125 5213 -96 1814.4345246672776 1816.4432207423838 50 TCGA 1 100 100 0.0 0.0015 125 5213 -97 1814.597768537247 1815.235130731784 50 TCGA 1 100 100 0.0 0.0015 125 5213 -98 1814.6371345984137 1816.3800619307474 50 TCGA 1 100 100 0.0 0.0015 125 5213 -99 1814.6218681927305 1814.093290549427 50 TCGA 1 100 100 0.0 0.0015 125 5213 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index b222a0be9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2276.111939920859 2394.860398182318 50 TCGA 1 100 100 1.0 0.0015 125 2156 -1 1940.7006476498407 1983.2184942044205 50 TCGA 1 100 100 1.0 0.0015 125 2156 -2 1910.2538531244113 1899.1784582090138 50 TCGA 1 100 100 1.0 0.0015 125 2156 -3 1893.4983007169378 1881.2348510128768 50 TCGA 1 100 100 1.0 0.0015 125 2156 -4 1881.2164281297307 1871.8918481567996 50 TCGA 1 100 100 1.0 0.0015 125 2156 -5 1873.0858431574568 1862.5161678755103 50 TCGA 1 100 100 1.0 0.0015 125 2156 -6 1867.4026933651521 1863.6606844034627 50 TCGA 1 100 100 1.0 0.0015 125 2156 -7 1861.9890880258984 1860.391567824474 50 TCGA 1 100 100 1.0 0.0015 125 2156 -8 1858.8914731427326 1857.6612585633245 50 TCGA 1 100 100 1.0 0.0015 125 2156 -9 1855.2278978203221 1851.4476122065405 50 TCGA 1 100 100 1.0 0.0015 125 2156 -10 1852.240708117906 1847.6829760374137 50 TCGA 1 100 100 1.0 0.0015 125 2156 -11 1850.200863749311 1844.8317785215138 50 TCGA 1 100 100 1.0 0.0015 125 2156 -12 1848.2146032064911 1841.8996434810772 50 TCGA 1 100 100 1.0 0.0015 125 2156 -13 1845.6876299866929 1842.5120101238615 50 TCGA 1 100 100 1.0 0.0015 125 2156 -14 1843.9986055180195 1837.829445690366 50 TCGA 1 100 100 1.0 0.0015 125 2156 -15 1842.018087893568 1837.7448331746623 50 TCGA 1 100 100 1.0 0.0015 125 2156 -16 1840.914970022398 1840.7945194723618 50 TCGA 1 100 100 1.0 0.0015 125 2156 -17 1839.0013507443196 1835.2296357274654 50 TCGA 1 100 100 1.0 0.0015 125 2156 -18 1838.0619603235923 1833.9314682543577 50 TCGA 1 100 100 1.0 0.0015 125 2156 -19 1836.59567351692 1834.650668503651 50 TCGA 1 100 100 1.0 0.0015 125 2156 -20 1835.3541227745843 1830.819628538199 50 TCGA 1 100 100 1.0 0.0015 125 2156 -21 1834.1973340928334 1829.2512415593592 50 TCGA 1 100 100 1.0 0.0015 125 2156 -22 1833.4377509124683 1830.2230347293107 50 TCGA 1 100 100 1.0 0.0015 125 2156 -23 1831.7235940208736 1827.7505447157664 50 TCGA 1 100 100 1.0 0.0015 125 2156 -24 1831.1757068005986 1829.9907981067447 50 TCGA 1 100 100 1.0 0.0015 125 2156 -25 1830.6211032333058 1826.4678206707365 50 TCGA 1 100 100 1.0 0.0015 125 2156 -26 1829.209571086425 1827.7014785843278 50 TCGA 1 100 100 1.0 0.0015 125 2156 -27 1828.827613650881 1824.2959978113222 50 TCGA 1 100 100 1.0 0.0015 125 2156 -28 1828.018505363409 1825.1112060546875 50 TCGA 1 100 100 1.0 0.0015 125 2156 -29 1827.1094560577396 1822.7047119140625 50 TCGA 1 100 100 1.0 0.0015 125 2156 -30 1826.4724580679824 1823.2650036069017 50 TCGA 1 100 100 1.0 0.0015 125 2156 -31 1825.9505467534611 1826.366993046286 50 TCGA 1 100 100 1.0 0.0015 125 2156 -32 1825.300964348656 1821.2096983943154 50 TCGA 1 100 100 1.0 0.0015 125 2156 -33 1824.584270890742 1821.7220465118562 50 TCGA 1 100 100 1.0 0.0015 125 2156 -34 1824.1718721250322 1820.6180315640704 50 TCGA 1 100 100 1.0 0.0015 125 2156 -35 1823.7574398578552 1821.410699738929 50 TCGA 1 100 100 1.0 0.0015 125 2156 -36 1823.3311832162708 1820.2181243129712 50 TCGA 1 100 100 1.0 0.0015 125 2156 -37 1822.781907400205 1819.8069865931218 50 TCGA 1 100 100 1.0 0.0015 125 2156 -38 1822.3207665950222 1818.2166662168263 50 TCGA 1 100 100 1.0 0.0015 125 2156 -39 1821.600743583835 1819.7661764633715 50 TCGA 1 100 100 1.0 0.0015 125 2156 -40 1821.4234118541979 1819.3123809967808 50 TCGA 1 100 100 1.0 0.0015 125 2156 -41 1820.9972136793745 1818.8106898015467 50 TCGA 1 100 100 1.0 0.0015 125 2156 -42 1820.582141861318 1820.8630358825376 50 TCGA 1 100 100 1.0 0.0015 125 2156 -43 1820.3927219142631 1816.2915873311872 50 TCGA 1 100 100 1.0 0.0015 125 2156 -44 1820.321287481949 1817.490717135482 50 TCGA 1 100 100 1.0 0.0015 125 2156 -45 1819.742333237701 1815.7568598608275 50 TCGA 1 100 100 1.0 0.0015 125 2156 -46 1819.4808572794075 1816.6232431689698 50 TCGA 1 100 100 1.0 0.0015 125 2156 -47 1819.2811699641684 1816.4210382969536 50 TCGA 1 100 100 1.0 0.0015 125 2156 -48 1819.4636314401457 1815.8783167546717 50 TCGA 1 100 100 1.0 0.0015 125 2156 -49 1818.9684105085494 1816.178809084485 50 TCGA 1 100 100 1.0 0.0015 125 2156 -50 1818.846110580143 1817.1043038679727 50 TCGA 1 100 100 1.0 0.0015 125 2156 -51 1818.9545571835715 1816.9479477465452 50 TCGA 1 100 100 1.0 0.0015 125 2156 -52 1818.5616140330474 1814.5219076338724 50 TCGA 1 100 100 1.0 0.0015 125 2156 -53 1818.0452476183823 1815.193747669009 50 TCGA 1 100 100 1.0 0.0015 125 2156 -54 1817.766821735977 1814.6087536069017 50 TCGA 1 100 100 1.0 0.0015 125 2156 -55 1817.3817570189544 1813.90565682416 50 TCGA 1 100 100 1.0 0.0015 125 2156 -56 1817.3489970477488 1813.8170718092415 50 TCGA 1 100 100 1.0 0.0015 125 2156 -57 1817.3894457318365 1814.0061243718592 50 TCGA 1 100 100 1.0 0.0015 125 2156 -58 1817.3417992185755 1818.140534214039 50 TCGA 1 100 100 1.0 0.0015 125 2156 -59 1817.5868984477463 1815.6746004190877 50 TCGA 1 100 100 1.0 0.0015 125 2156 -60 1817.1150755977535 1813.503380550212 50 TCGA 1 100 100 1.0 0.0015 125 2156 -61 1816.8260986927644 1814.14227693644 50 TCGA 1 100 100 1.0 0.0015 125 2156 -62 1816.9818765031584 1815.0444378876805 50 TCGA 1 100 100 1.0 0.0015 125 2156 -63 1816.4429542361818 1812.9592475316033 50 TCGA 1 100 100 1.0 0.0015 125 2156 -64 1816.610893541607 1813.4952484590924 50 TCGA 1 100 100 1.0 0.0015 125 2156 -65 1816.6910694291355 1813.178163768059 50 TCGA 1 100 100 1.0 0.0015 125 2156 -66 1816.379082031795 1813.6998057916535 50 TCGA 1 100 100 1.0 0.0015 125 2156 -67 1816.5224718378515 1813.9936836281015 50 TCGA 1 100 100 1.0 0.0015 125 2156 -68 1816.3175159739203 1816.1109631409 50 TCGA 1 100 100 1.0 0.0015 125 2156 -69 1816.218965840587 1814.168866794912 50 TCGA 1 100 100 1.0 0.0015 125 2156 -70 1816.8483046301642 1815.2767015006673 50 TCGA 1 100 100 1.0 0.0015 125 2156 -71 1816.5265945415836 1812.470881629829 50 TCGA 1 100 100 1.0 0.0015 125 2156 -72 1816.093371771425 1813.2223630358826 50 TCGA 1 100 100 1.0 0.0015 125 2156 -73 1815.7390310579358 1815.051218004083 50 TCGA 1 100 100 1.0 0.0015 125 2156 -74 1815.514211278899 1812.4860937990734 50 TCGA 1 100 100 1.0 0.0015 125 2156 -75 1815.8486381945486 1813.629535004122 50 TCGA 1 100 100 1.0 0.0015 125 2156 -76 1815.8756411995575 1813.1753763936872 50 TCGA 1 100 100 1.0 0.0015 125 2156 -77 1815.7053709765712 1814.936070734532 50 TCGA 1 100 100 1.0 0.0015 125 2156 -78 1815.5056792058135 1813.2195830225346 50 TCGA 1 100 100 1.0 0.0015 125 2156 -79 1815.4723918892228 1812.3473483138348 50 TCGA 1 100 100 1.0 0.0015 125 2156 -80 1815.09898189626 1813.9581636208386 50 TCGA 1 100 100 1.0 0.0015 125 2156 -81 1815.4171358950105 1812.695371388191 50 TCGA 1 100 100 1.0 0.0015 125 2156 -82 1815.5180626728795 1812.5257249381673 50 TCGA 1 100 100 1.0 0.0015 125 2156 -83 1815.8393566950394 1811.507370225149 50 TCGA 1 100 100 1.0 0.0015 125 2156 -84 1815.2544498641598 1813.514937357687 50 TCGA 1 100 100 1.0 0.0015 125 2156 -85 1815.2890256159353 1813.2147750471106 50 TCGA 1 100 100 1.0 0.0015 125 2156 -86 1815.154974699739 1811.6274616490657 50 TCGA 1 100 100 1.0 0.0015 125 2156 -87 1815.096581161947 1813.8887227887485 50 TCGA 1 100 100 1.0 0.0015 125 2156 -88 1815.2189138322847 1813.3094071431376 50 TCGA 1 100 100 1.0 0.0015 125 2156 -89 1815.2870256739252 1812.0887003376256 50 TCGA 1 100 100 1.0 0.0015 125 2156 -90 1815.2985969149172 1811.680949302175 50 TCGA 1 100 100 1.0 0.0015 125 2156 -91 1815.6003079376578 1811.9955563952576 50 TCGA 1 100 100 1.0 0.0015 125 2156 -92 1814.7547596657778 1811.70241772829 50 TCGA 1 100 100 1.0 0.0015 125 2156 -93 1815.1414751865486 1812.2575315542556 50 TCGA 1 100 100 1.0 0.0015 125 2156 -94 1814.7649598469197 1811.7310306414886 50 TCGA 1 100 100 1.0 0.0015 125 2156 -95 1814.9113783974217 1812.723235317211 50 TCGA 1 100 100 1.0 0.0015 125 2156 -96 1815.0928540047237 1811.6627553048445 50 TCGA 1 100 100 1.0 0.0015 125 2156 -97 1815.035555897766 1812.1657009412295 50 TCGA 1 100 100 1.0 0.0015 125 2156 -98 1815.2332024491782 1813.2928577212233 50 TCGA 1 100 100 1.0 0.0015 125 2156 -99 1815.2361683394709 1811.0615602426194 50 TCGA 1 100 100 1.0 0.0015 125 2156 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 0aff652f7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2285.467136720712 2270.9929579538316 50 TCGA 1 50 100 0.5 0.0015 125 3691 -1 1942.2860174186528 1956.9019100630103 50 TCGA 1 50 100 0.5 0.0015 125 3691 -2 1909.40739614472 1912.1281695341945 50 TCGA 1 50 100 0.5 0.0015 125 3691 -3 1892.2471867282552 1883.61289786334 50 TCGA 1 50 100 0.5 0.0015 125 3691 -4 1880.9019089486 1874.0811019207365 50 TCGA 1 50 100 0.5 0.0015 125 3691 -5 1873.2909162274188 1866.845228952379 50 TCGA 1 50 100 0.5 0.0015 125 3691 -6 1866.976985992285 1860.9225264506124 50 TCGA 1 50 100 0.5 0.0015 125 3691 -7 1862.7104183571296 1860.1536386767823 50 TCGA 1 50 100 0.5 0.0015 125 3691 -8 1858.7458079836574 1856.7913824493562 50 TCGA 1 50 100 0.5 0.0015 125 3691 -9 1855.261991381419 1853.1650930433418 50 TCGA 1 50 100 0.5 0.0015 125 3691 -10 1852.5249618732953 1850.0857694232884 50 TCGA 1 50 100 0.5 0.0015 125 3691 -11 1849.9778879418784 1845.861543434948 50 TCGA 1 50 100 0.5 0.0015 125 3691 -12 1847.421450458556 1844.3302621505968 50 TCGA 1 50 100 0.5 0.0015 125 3691 -13 1845.1770644938922 1848.1786551164023 50 TCGA 1 50 100 0.5 0.0015 125 3691 -14 1843.5464799848835 1839.8701840501335 50 TCGA 1 50 100 0.5 0.0015 125 3691 -15 1841.7151071978728 1839.7000738556062 50 TCGA 1 50 100 0.5 0.0015 125 3691 -16 1840.499437500981 1841.4149685193545 50 TCGA 1 50 100 0.5 0.0015 125 3691 -17 1839.0931178886105 1836.2680707001805 50 TCGA 1 50 100 0.5 0.0015 125 3691 -18 1837.3012562191957 1835.190748665201 50 TCGA 1 50 100 0.5 0.0015 125 3691 -19 1836.3730325137867 1834.6916430296012 50 TCGA 1 50 100 0.5 0.0015 125 3691 -20 1834.6321444174503 1833.4959238330323 50 TCGA 1 50 100 0.5 0.0015 125 3691 -21 1834.215086773339 1833.238232789926 50 TCGA 1 50 100 0.5 0.0015 125 3691 -22 1833.116941588068 1830.2348853643216 50 TCGA 1 50 100 0.5 0.0015 125 3691 -23 1831.7625847693093 1834.2122287462705 50 TCGA 1 50 100 0.5 0.0015 125 3691 -24 1831.346445316315 1829.9034405425566 50 TCGA 1 50 100 0.5 0.0015 125 3691 -25 1830.137886777176 1829.322905420658 50 TCGA 1 50 100 0.5 0.0015 125 3691 -26 1829.5317678484537 1827.0530435380026 50 TCGA 1 50 100 0.5 0.0015 125 3691 -27 1828.5835105775923 1826.8831284106077 50 TCGA 1 50 100 0.5 0.0015 125 3691 -28 1827.861394317385 1825.7139996859296 50 TCGA 1 50 100 0.5 0.0015 125 3691 -29 1826.718505082725 1826.1604243139525 50 TCGA 1 50 100 0.5 0.0015 125 3691 -30 1826.356202970433 1824.996090069488 50 TCGA 1 50 100 0.5 0.0015 125 3691 -31 1825.9060467493189 1826.2185923514055 50 TCGA 1 50 100 0.5 0.0015 125 3691 -32 1825.6733823551212 1825.0712823148947 50 TCGA 1 50 100 0.5 0.0015 125 3691 -33 1824.7142427999906 1824.3506754966238 50 TCGA 1 50 100 0.5 0.0015 125 3691 -34 1824.3863738083735 1825.960100183535 50 TCGA 1 50 100 0.5 0.0015 125 3691 -35 1823.391889413535 1822.4913557043028 50 TCGA 1 50 100 0.5 0.0015 125 3691 -36 1822.726293029683 1822.5843892313128 50 TCGA 1 50 100 0.5 0.0015 125 3691 -37 1822.5055822608115 1821.124665073414 50 TCGA 1 50 100 0.5 0.0015 125 3691 -38 1821.9462942537925 1820.622962836644 50 TCGA 1 50 100 0.5 0.0015 125 3691 -39 1821.7804800536646 1823.748084293538 50 TCGA 1 50 100 0.5 0.0015 125 3691 -40 1821.3686000901896 1822.8495995603016 50 TCGA 1 50 100 0.5 0.0015 125 3691 -41 1820.8197695126105 1821.251826760757 50 TCGA 1 50 100 0.5 0.0015 125 3691 -42 1820.1665902234092 1825.054856803549 50 TCGA 1 50 100 0.5 0.0015 125 3691 -43 1820.6186104046471 1819.5510689433495 50 TCGA 1 50 100 0.5 0.0015 125 3691 -44 1820.01336076534 1819.2800102808967 50 TCGA 1 50 100 0.5 0.0015 125 3691 -45 1819.8476512494638 1820.5509174289416 50 TCGA 1 50 100 0.5 0.0015 125 3691 -46 1820.0000073304864 1819.2079452437972 50 TCGA 1 50 100 0.5 0.0015 125 3691 -47 1819.285202072353 1818.690529674741 50 TCGA 1 50 100 0.5 0.0015 125 3691 -48 1818.7705707347795 1817.8191746083935 50 TCGA 1 50 100 0.5 0.0015 125 3691 -49 1818.8636808432643 1818.639928156407 50 TCGA 1 50 100 0.5 0.0015 125 3691 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 84b1d2e2d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2281.4473292558023 2276.469445616756 50 TCGA 1 50 100 0.0 0.0015 125 4428 -1 1939.533483100531 1997.2592068006045 50 TCGA 1 50 100 0.0 0.0015 125 4428 -2 1911.1204602624412 1905.6952033114792 50 TCGA 1 50 100 0.0 0.0015 125 4428 -3 1892.9561095435195 1901.1538429451948 50 TCGA 1 50 100 0.0 0.0015 125 4428 -4 1881.4069654445773 1876.7408054677685 50 TCGA 1 50 100 0.0 0.0015 125 4428 -5 1873.20026289468 1869.5202434290593 50 TCGA 1 50 100 0.0 0.0015 125 4428 -6 1866.7008667469079 1864.2592411520493 50 TCGA 1 50 100 0.0 0.0015 125 4428 -7 1862.3163284896168 1862.4323325612438 50 TCGA 1 50 100 0.0 0.0015 125 4428 -8 1858.3300107744526 1856.9339495328204 50 TCGA 1 50 100 0.0 0.0015 125 4428 -9 1855.2947350974753 1853.4690168371153 50 TCGA 1 50 100 0.0 0.0015 125 4428 -10 1851.907849422216 1851.87793888878 50 TCGA 1 50 100 0.0 0.0015 125 4428 -11 1849.8307455944048 1851.636597906525 50 TCGA 1 50 100 0.0 0.0015 125 4428 -12 1847.3959895126627 1848.160341502434 50 TCGA 1 50 100 0.0 0.0015 125 4428 -13 1845.5648002330713 1855.9993295334093 50 TCGA 1 50 100 0.0 0.0015 125 4428 -14 1843.6561663806779 1843.5571779797424 50 TCGA 1 50 100 0.0 0.0015 125 4428 -15 1841.6437964300476 1842.8302719652952 50 TCGA 1 50 100 0.0 0.0015 125 4428 -16 1840.2952308454662 1841.5099840020414 50 TCGA 1 50 100 0.0 0.0015 125 4428 -17 1838.3929540917522 1841.3143617256203 50 TCGA 1 50 100 0.0 0.0015 125 4428 -18 1837.70841130264 1837.3842018932553 50 TCGA 1 50 100 0.0 0.0015 125 4428 -19 1835.930287577981 1837.8411576927606 50 TCGA 1 50 100 0.0 0.0015 125 4428 -20 1834.8833806127 1837.167714181258 50 TCGA 1 50 100 0.0 0.0015 125 4428 -21 1833.7653525320864 1836.8034753847362 50 TCGA 1 50 100 0.0 0.0015 125 4428 -22 1832.9616373707 1833.029948939031 50 TCGA 1 50 100 0.0 0.0015 125 4428 -23 1831.6756337954937 1835.8375777814856 50 TCGA 1 50 100 0.0 0.0015 125 4428 -24 1831.1244674360717 1832.2647312490185 50 TCGA 1 50 100 0.0 0.0015 125 4428 -25 1829.8530868732953 1832.4242532241285 50 TCGA 1 50 100 0.0 0.0015 125 4428 -26 1828.7982651490906 1830.333077128808 50 TCGA 1 50 100 0.0 0.0015 125 4428 -27 1828.2153547993594 1829.3473679432318 50 TCGA 1 50 100 0.0 0.0015 125 4428 -28 1827.6890800877172 1829.8698877689228 50 TCGA 1 50 100 0.0 0.0015 125 4428 -29 1826.4140439966532 1829.1028163277324 50 TCGA 1 50 100 0.0 0.0015 125 4428 -30 1826.2003924998605 1827.3102199228565 50 TCGA 1 50 100 0.0 0.0015 125 4428 -31 1825.4542419317777 1827.1746464254868 50 TCGA 1 50 100 0.0 0.0015 125 4428 -32 1824.848947110513 1828.011775797935 50 TCGA 1 50 100 0.0 0.0015 125 4428 -33 1824.4994352527835 1828.7412140045933 50 TCGA 1 50 100 0.0 0.0015 125 4428 -34 1824.0651741423821 1825.509720845438 50 TCGA 1 50 100 0.0 0.0015 125 4428 -35 1823.2636787694723 1826.6698053254554 50 TCGA 1 50 100 0.0 0.0015 125 4428 -36 1822.682838260256 1825.666413120289 50 TCGA 1 50 100 0.0 0.0015 125 4428 -37 1822.1405397456251 1824.2245762503926 50 TCGA 1 50 100 0.0 0.0015 125 4428 -38 1821.637115699929 1823.7170152520414 50 TCGA 1 50 100 0.0 0.0015 125 4428 -39 1821.331366478432 1823.73546565837 50 TCGA 1 50 100 0.0 0.0015 125 4428 -40 1820.9809164819421 1823.4837045334093 50 TCGA 1 50 100 0.0 0.0015 125 4428 -41 1820.6108558945177 1823.0947737957365 50 TCGA 1 50 100 0.0 0.0015 125 4428 -42 1820.33270724893 1824.5454420540202 50 TCGA 1 50 100 0.0 0.0015 125 4428 -43 1820.2216379936551 1824.684883769433 50 TCGA 1 50 100 0.0 0.0015 125 4428 -44 1819.6440154044858 1821.922869351641 50 TCGA 1 50 100 0.0 0.0015 125 4428 -45 1819.5647080160968 1823.5434754338096 50 TCGA 1 50 100 0.0 0.0015 125 4428 -46 1819.2348734867041 1821.6123304510836 50 TCGA 1 50 100 0.0 0.0015 125 4428 -47 1818.7302120194688 1823.7308656318703 50 TCGA 1 50 100 0.0 0.0015 125 4428 -48 1818.5597103547673 1820.9594518000158 50 TCGA 1 50 100 0.0 0.0015 125 4428 -49 1818.3450963433027 1820.6548219613694 50 TCGA 1 50 100 0.0 0.0015 125 4428 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index b95108ae4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0015lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2278.9451360233074 2822.277364606234 50 TCGA 1 50 100 1.0 0.0015 125 3299 -1 1941.4689225525658 1959.8970953399812 50 TCGA 1 50 100 1.0 0.0015 125 3299 -2 1911.699597251084 1895.147744336919 50 TCGA 1 50 100 1.0 0.0015 125 3299 -3 1893.7538436274801 1881.704390482687 50 TCGA 1 50 100 1.0 0.0015 125 3299 -4 1882.3863674316678 1888.4484053568624 50 TCGA 1 50 100 1.0 0.0015 125 3299 -5 1873.161658699963 1866.6964105193938 50 TCGA 1 50 100 1.0 0.0015 125 3299 -6 1866.7699457358697 1859.666156097872 50 TCGA 1 50 100 1.0 0.0015 125 3299 -7 1862.453249441139 1855.7579008322864 50 TCGA 1 50 100 1.0 0.0015 125 3299 -8 1858.2951161873928 1867.870879666889 50 TCGA 1 50 100 1.0 0.0015 125 3299 -9 1855.075873137239 1850.232885006085 50 TCGA 1 50 100 1.0 0.0015 125 3299 -10 1852.565363154479 1846.9980149772298 50 TCGA 1 50 100 1.0 0.0015 125 3299 -11 1849.5278194958457 1850.2178777186714 50 TCGA 1 50 100 1.0 0.0015 125 3299 -12 1847.941376301284 1842.420358629083 50 TCGA 1 50 100 1.0 0.0015 125 3299 -13 1845.6939891019374 1841.3078232961684 50 TCGA 1 50 100 1.0 0.0015 125 3299 -14 1844.007219302866 1840.1116360611652 50 TCGA 1 50 100 1.0 0.0015 125 3299 -15 1842.1636811784501 1837.036207649576 50 TCGA 1 50 100 1.0 0.0015 125 3299 -16 1841.034898279554 1837.2188653227072 50 TCGA 1 50 100 1.0 0.0015 125 3299 -17 1838.983112970917 1834.631572167478 50 TCGA 1 50 100 1.0 0.0015 125 3299 -18 1838.044709113762 1834.9747480076162 50 TCGA 1 50 100 1.0 0.0015 125 3299 -19 1836.5846297303167 1832.3060505162532 50 TCGA 1 50 100 1.0 0.0015 125 3299 -20 1834.9533289455785 1831.830387901421 50 TCGA 1 50 100 1.0 0.0015 125 3299 -21 1833.7341299737213 1836.0156335878612 50 TCGA 1 50 100 1.0 0.0015 125 3299 -22 1833.0816142161732 1832.8003150518216 50 TCGA 1 50 100 1.0 0.0015 125 3299 -23 1831.8936682010365 1828.432174912649 50 TCGA 1 50 100 1.0 0.0015 125 3299 -24 1831.1593020984485 1832.6707782074434 50 TCGA 1 50 100 1.0 0.0015 125 3299 -25 1830.2068654965285 1826.417824596616 50 TCGA 1 50 100 1.0 0.0015 125 3299 -26 1829.379747484635 1825.3479666398398 50 TCGA 1 50 100 1.0 0.0015 125 3299 -27 1828.4725226253147 1825.8529040466 50 TCGA 1 50 100 1.0 0.0015 125 3299 -28 1827.7978963493197 1824.9691039425643 50 TCGA 1 50 100 1.0 0.0015 125 3299 -29 1827.3301379679303 1822.9119247359847 50 TCGA 1 50 100 1.0 0.0015 125 3299 -30 1826.3343030195283 1824.1582117128612 50 TCGA 1 50 100 1.0 0.0015 125 3299 -31 1826.3670985667563 1822.3462423199985 50 TCGA 1 50 100 1.0 0.0015 125 3299 -32 1825.0495402858464 1823.4613675064777 50 TCGA 1 50 100 1.0 0.0015 125 3299 -33 1824.8315647558277 1820.409323840884 50 TCGA 1 50 100 1.0 0.0015 125 3299 -34 1823.985508650192 1824.1492042733198 50 TCGA 1 50 100 1.0 0.0015 125 3299 -35 1823.8645961594136 1824.662542448571 50 TCGA 1 50 100 1.0 0.0015 125 3299 -36 1823.2019906549106 1820.257632768334 50 TCGA 1 50 100 1.0 0.0015 125 3299 -37 1823.009571176353 1819.6442791349325 50 TCGA 1 50 100 1.0 0.0015 125 3299 -38 1822.1725120983003 1818.3078073472832 50 TCGA 1 50 100 1.0 0.0015 125 3299 -39 1821.4512246190764 1820.4929352573413 50 TCGA 1 50 100 1.0 0.0015 125 3299 -40 1821.1540141471303 1818.45437085329 50 TCGA 1 50 100 1.0 0.0015 125 3299 -41 1821.2284985932006 1817.3392652962077 50 TCGA 1 50 100 1.0 0.0015 125 3299 -42 1820.6265987681948 1822.2942434339668 50 TCGA 1 50 100 1.0 0.0015 125 3299 -43 1820.5978157357695 1817.390525012759 50 TCGA 1 50 100 1.0 0.0015 125 3299 -44 1819.9426878315887 1818.2694650007852 50 TCGA 1 50 100 1.0 0.0015 125 3299 -45 1819.7222042941717 1817.7527701986494 50 TCGA 1 50 100 1.0 0.0015 125 3299 -46 1819.3424231274505 1816.310311935655 50 TCGA 1 50 100 1.0 0.0015 125 3299 -47 1819.2782775149944 1817.2913468710742 50 TCGA 1 50 100 1.0 0.0015 125 3299 -48 1819.029438184433 1815.9785794205402 50 TCGA 1 50 100 1.0 0.0015 125 3299 -49 1818.9403387921932 1816.083923646553 50 TCGA 1 50 100 1.0 0.0015 125 3299 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 44b20fe17..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2735.096676962412 4365.514660705873 100 TCGA 1 100 100 0.5 0.001 125 930 -1 2002.2624894729854 2567.291748046875 100 TCGA 1 100 100 0.5 0.001 125 930 -2 1956.2591868572063 2081.741515193153 100 TCGA 1 100 100 0.5 0.001 125 930 -3 1936.013384146594 1952.670280111495 100 TCGA 1 100 100 0.5 0.001 125 930 -4 1922.328258338551 1930.5297054118248 100 TCGA 1 100 100 0.5 0.001 125 930 -5 1909.0958047707786 1902.2579253690326 100 TCGA 1 100 100 0.5 0.001 125 930 -6 1901.0882137522979 1905.554486298681 100 TCGA 1 100 100 0.5 0.001 125 930 -7 1894.2086317758765 1889.382440154876 100 TCGA 1 100 100 0.5 0.001 125 930 -8 1888.0322211259497 1896.0810497801508 100 TCGA 1 100 100 0.5 0.001 125 930 -9 1884.0055848087686 1888.0742230439305 100 TCGA 1 100 100 0.5 0.001 125 930 -10 1879.9486587171855 1881.576018520336 100 TCGA 1 100 100 0.5 0.001 125 930 -11 1876.2283278800692 1872.0616884471185 100 TCGA 1 100 100 0.5 0.001 125 930 -12 1873.4621285541687 1868.8132066582914 100 TCGA 1 100 100 0.5 0.001 125 930 -13 1869.4465674166036 1868.8874413571766 100 TCGA 1 100 100 0.5 0.001 125 930 -14 1867.8203393421159 1864.6073353829695 100 TCGA 1 100 100 0.5 0.001 125 930 -15 1865.3622328405575 1864.1566143706816 100 TCGA 1 100 100 0.5 0.001 125 930 -16 1863.6890485584504 1861.9089821666928 100 TCGA 1 100 100 0.5 0.001 125 930 -17 1861.6194123162636 1860.3898300094222 100 TCGA 1 100 100 0.5 0.001 125 930 -18 1858.2042928364197 1857.7235230105607 100 TCGA 1 100 100 0.5 0.001 125 930 -19 1858.14760679783 1860.8837295608903 100 TCGA 1 100 100 0.5 0.001 125 930 -20 1856.1680696191286 1854.7366851346576 100 TCGA 1 100 100 0.5 0.001 125 930 -21 1854.234767698792 1852.5837341001884 100 TCGA 1 100 100 0.5 0.001 125 930 -22 1853.1741963525026 1855.522300835231 100 TCGA 1 100 100 0.5 0.001 125 930 -23 1852.0599853297617 1848.994819679452 100 TCGA 1 100 100 0.5 0.001 125 930 -24 1850.46719029594 1847.9702234316112 100 TCGA 1 100 100 0.5 0.001 125 930 -25 1849.4427699384871 1846.376186965099 100 TCGA 1 100 100 0.5 0.001 125 930 -26 1847.2734964164003 1847.8229833248272 100 TCGA 1 100 100 0.5 0.001 125 930 -27 1846.3359553493258 1846.493746810223 100 TCGA 1 100 100 0.5 0.001 125 930 -28 1845.1736589924194 1848.4672606195038 100 TCGA 1 100 100 0.5 0.001 125 930 -29 1844.8794633533448 1845.317822633676 100 TCGA 1 100 100 0.5 0.001 125 930 -30 1843.5603017805943 1843.838330446176 100 TCGA 1 100 100 0.5 0.001 125 930 -31 1842.2735688492369 1841.9276724197157 100 TCGA 1 100 100 0.5 0.001 125 930 -32 1841.2743840320313 1839.2725474295305 100 TCGA 1 100 100 0.5 0.001 125 930 -33 1840.3522417009083 1839.556109404444 100 TCGA 1 100 100 0.5 0.001 125 930 -34 1839.2635182209187 1838.253676218004 100 TCGA 1 100 100 0.5 0.001 125 930 -35 1838.82074296851 1842.2053014093908 100 TCGA 1 100 100 0.5 0.001 125 930 -36 1837.845607610669 1836.2874829469613 100 TCGA 1 100 100 0.5 0.001 125 930 -37 1836.9248184900703 1836.3190378160332 100 TCGA 1 100 100 0.5 0.001 125 930 -38 1836.421811137565 1834.991909621349 100 TCGA 1 100 100 0.5 0.001 125 930 -39 1835.7975630165677 1835.2590626472204 100 TCGA 1 100 100 0.5 0.001 125 930 -40 1834.8898013285566 1833.440499003808 100 TCGA 1 100 100 0.5 0.001 125 930 -41 1834.077535686116 1842.1555200317996 100 TCGA 1 100 100 0.5 0.001 125 930 -42 1833.6517858427542 1832.0175045147614 100 TCGA 1 100 100 0.5 0.001 125 930 -43 1832.382324559386 1832.1001363016253 100 TCGA 1 100 100 0.5 0.001 125 930 -44 1832.0462875528012 1831.479686641214 100 TCGA 1 100 100 0.5 0.001 125 930 -45 1831.6418413293588 1830.4553320803234 100 TCGA 1 100 100 0.5 0.001 125 930 -46 1830.769669766218 1832.4458105959484 100 TCGA 1 100 100 0.5 0.001 125 930 -47 1830.3216404353338 1834.117132292321 100 TCGA 1 100 100 0.5 0.001 125 930 -48 1829.6350326291124 1828.7564605252826 100 TCGA 1 100 100 0.5 0.001 125 930 -49 1828.9758426816566 1828.2746753788474 100 TCGA 1 100 100 0.5 0.001 125 930 -50 1828.5477913789337 1829.1819915004712 100 TCGA 1 100 100 0.5 0.001 125 930 -51 1828.5077987110553 1827.7190720447943 100 TCGA 1 100 100 0.5 0.001 125 930 -52 1827.3640636227362 1827.790058691897 100 TCGA 1 100 100 0.5 0.001 125 930 -53 1826.6071397057733 1829.3853612545147 100 TCGA 1 100 100 0.5 0.001 125 930 -54 1825.9970061639308 1826.0988622310772 100 TCGA 1 100 100 0.5 0.001 125 930 -55 1825.654305963168 1826.991932931258 100 TCGA 1 100 100 0.5 0.001 125 930 -56 1825.4326847560544 1825.2606642833307 100 TCGA 1 100 100 0.5 0.001 125 930 -57 1824.811736266865 1824.7614715422817 100 TCGA 1 100 100 0.5 0.001 125 930 -58 1824.3500617395914 1828.654610331933 100 TCGA 1 100 100 0.5 0.001 125 930 -59 1823.9041923133773 1823.540042743012 100 TCGA 1 100 100 0.5 0.001 125 930 -60 1823.123734714437 1822.9678611563677 100 TCGA 1 100 100 0.5 0.001 125 930 -61 1823.2108440703614 1823.6538828174073 100 TCGA 1 100 100 0.5 0.001 125 930 -62 1822.4981635087622 1822.2253283016646 100 TCGA 1 100 100 0.5 0.001 125 930 -63 1822.257055429705 1821.926841850856 100 TCGA 1 100 100 0.5 0.001 125 930 -64 1821.9046243760638 1822.9320411873823 100 TCGA 1 100 100 0.5 0.001 125 930 -65 1821.2494397491785 1821.5686151705795 100 TCGA 1 100 100 0.5 0.001 125 930 -66 1820.9934338053258 1820.4575955951634 100 TCGA 1 100 100 0.5 0.001 125 930 -67 1820.570349738326 1823.5742389928157 100 TCGA 1 100 100 0.5 0.001 125 930 -68 1820.049126426747 1820.906448134226 100 TCGA 1 100 100 0.5 0.001 125 930 -69 1819.8838598739092 1820.3252971399968 100 TCGA 1 100 100 0.5 0.001 125 930 -70 1819.5796127344884 1818.8655797297033 100 TCGA 1 100 100 0.5 0.001 125 930 -71 1819.3005742250723 1819.1549434182632 100 TCGA 1 100 100 0.5 0.001 125 930 -72 1818.9907318534217 1820.668610385914 100 TCGA 1 100 100 0.5 0.001 125 930 -73 1818.6566680557348 1819.4971071176194 100 TCGA 1 100 100 0.5 0.001 125 930 -74 1818.1632731782897 1818.2476953861103 100 TCGA 1 100 100 0.5 0.001 125 930 -75 1817.9959233775044 1819.0588569066033 100 TCGA 1 100 100 0.5 0.001 125 930 -76 1817.558563269892 1819.4047667536904 100 TCGA 1 100 100 0.5 0.001 125 930 -77 1817.2634387709809 1816.8360687715924 100 TCGA 1 100 100 0.5 0.001 125 930 -78 1816.9221448245785 1817.4699001599795 100 TCGA 1 100 100 0.5 0.001 125 930 -79 1816.8645697941884 1817.377154326319 100 TCGA 1 100 100 0.5 0.001 125 930 -80 1816.458254092319 1816.6650421295933 100 TCGA 1 100 100 0.5 0.001 125 930 -81 1816.2261082550979 1817.601958155033 100 TCGA 1 100 100 0.5 0.001 125 930 -82 1815.6983357261422 1816.496213366638 100 TCGA 1 100 100 0.5 0.001 125 930 -83 1815.8275740417282 1816.2804304726758 100 TCGA 1 100 100 0.5 0.001 125 930 -84 1815.4925437916174 1817.6688888779836 100 TCGA 1 100 100 0.5 0.001 125 930 -85 1815.1577190267599 1816.96761824258 100 TCGA 1 100 100 0.5 0.001 125 930 -86 1815.2597095018148 1816.358632150008 100 TCGA 1 100 100 0.5 0.001 125 930 -87 1814.946644591093 1815.0943695528424 100 TCGA 1 100 100 0.5 0.001 125 930 -88 1814.9833792528812 1815.1778239341238 100 TCGA 1 100 100 0.5 0.001 125 930 -89 1814.4787950963896 1814.569496039769 100 TCGA 1 100 100 0.5 0.001 125 930 -90 1814.1230807069662 1815.002931527756 100 TCGA 1 100 100 0.5 0.001 125 930 -91 1813.7233685334754 1814.4853325465217 100 TCGA 1 100 100 0.5 0.001 125 930 -92 1813.4999848893876 1813.9490058937265 100 TCGA 1 100 100 0.5 0.001 125 930 -93 1813.5223241517128 1813.9023590854663 100 TCGA 1 100 100 0.5 0.001 125 930 -94 1813.3435234770682 1813.6721185272063 100 TCGA 1 100 100 0.5 0.001 125 930 -95 1813.3329915164743 1814.1163618384894 100 TCGA 1 100 100 0.5 0.001 125 930 -96 1813.0746702153124 1814.4566276205244 100 TCGA 1 100 100 0.5 0.001 125 930 -97 1812.90804749523 1813.7246498606312 100 TCGA 1 100 100 0.5 0.001 125 930 -98 1812.7056351465924 1813.05735709799 100 TCGA 1 100 100 0.5 0.001 125 930 -99 1812.8393582074634 1812.9423447805434 100 TCGA 1 100 100 0.5 0.001 125 930 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index bc66c07a5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2741.1010047017576 3532.2901740146044 100 TCGA 1 100 100 0.0 0.001 125 2864 -1 2005.0587580728004 2566.828640271671 100 TCGA 1 100 100 0.0 0.001 125 2864 -2 1959.5879021112455 2405.323753778659 100 TCGA 1 100 100 0.0 0.001 125 2864 -3 1937.3454844094451 1958.6699654277245 100 TCGA 1 100 100 0.0 0.001 125 2864 -4 1920.9320161557382 1946.7923062578518 100 TCGA 1 100 100 0.0 0.001 125 2864 -5 1911.9982583145702 1908.6728650577104 100 TCGA 1 100 100 0.0 0.001 125 2864 -6 1900.9501099763725 1903.332867339628 100 TCGA 1 100 100 0.0 0.001 125 2864 -7 1893.9020763507497 1894.8249628268295 100 TCGA 1 100 100 0.0 0.001 125 2864 -8 1887.3644980017475 1883.9656467150205 100 TCGA 1 100 100 0.0 0.001 125 2864 -9 1883.9747192505442 1883.4367921148712 100 TCGA 1 100 100 0.0 0.001 125 2864 -10 1879.3320886131003 1875.6812044843357 100 TCGA 1 100 100 0.0 0.001 125 2864 -11 1876.509995159154 1873.683226312225 100 TCGA 1 100 100 0.0 0.001 125 2864 -12 1872.9564001332676 1872.7285665387485 100 TCGA 1 100 100 0.0 0.001 125 2864 -13 1869.963440942876 1867.9216050957914 100 TCGA 1 100 100 0.0 0.001 125 2864 -14 1867.4920936207218 1867.1639962507852 100 TCGA 1 100 100 0.0 0.001 125 2864 -15 1864.9282179827242 1865.7010172934988 100 TCGA 1 100 100 0.0 0.001 125 2864 -16 1863.3363440422384 1862.4891713204695 100 TCGA 1 100 100 0.0 0.001 125 2864 -17 1861.2195425509394 1862.0986414003612 100 TCGA 1 100 100 0.0 0.001 125 2864 -18 1859.7766640449504 1860.1440049367934 100 TCGA 1 100 100 0.0 0.001 125 2864 -19 1857.547036393331 1858.1715100159 100 TCGA 1 100 100 0.0 0.001 125 2864 -20 1855.576128505226 1856.942174250157 100 TCGA 1 100 100 0.0 0.001 125 2864 -21 1854.3052176794765 1854.444684972715 100 TCGA 1 100 100 0.0 0.001 125 2864 -22 1853.2960039529034 1854.5823545216315 100 TCGA 1 100 100 0.0 0.001 125 2864 -23 1851.7101834818034 1853.659753233943 100 TCGA 1 100 100 0.0 0.001 125 2864 -24 1850.585221728412 1860.7796029709093 100 TCGA 1 100 100 0.0 0.001 125 2864 -25 1848.618088850074 1852.7436830146828 100 TCGA 1 100 100 0.0 0.001 125 2864 -26 1847.5336456247733 1849.3565514339275 100 TCGA 1 100 100 0.0 0.001 125 2864 -27 1846.8350812365054 1848.6344957207914 100 TCGA 1 100 100 0.0 0.001 125 2864 -28 1845.4871987088316 1846.8630328154445 100 TCGA 1 100 100 0.0 0.001 125 2864 -29 1844.5659289781051 1844.8751374057788 100 TCGA 1 100 100 0.0 0.001 125 2864 -30 1842.915780354536 1843.605527638191 100 TCGA 1 100 100 0.0 0.001 125 2864 -31 1842.6827012564618 1844.9205782329616 100 TCGA 1 100 100 0.0 0.001 125 2864 -32 1841.7941166796527 1841.7900537845478 100 TCGA 1 100 100 0.0 0.001 125 2864 -33 1840.5859253733588 1841.6741354477465 100 TCGA 1 100 100 0.0 0.001 125 2864 -34 1839.7486776783471 1840.6591803009187 100 TCGA 1 100 100 0.0 0.001 125 2864 -35 1838.5467565813053 1841.0718435929648 100 TCGA 1 100 100 0.0 0.001 125 2864 -36 1838.1402975806889 1839.1239320381203 100 TCGA 1 100 100 0.0 0.001 125 2864 -37 1837.557639383341 1839.2278801232726 100 TCGA 1 100 100 0.0 0.001 125 2864 -38 1836.3251037359212 1837.9921169568545 100 TCGA 1 100 100 0.0 0.001 125 2864 -39 1835.68145120414 1836.1384768078674 100 TCGA 1 100 100 0.0 0.001 125 2864 -40 1834.5941524954828 1836.278414778973 100 TCGA 1 100 100 0.0 0.001 125 2864 -41 1834.3895025362938 1837.5685274517116 100 TCGA 1 100 100 0.0 0.001 125 2864 -42 1833.4842515943944 1833.2229316749765 100 TCGA 1 100 100 0.0 0.001 125 2864 -43 1832.576508246225 1835.114854668852 100 TCGA 1 100 100 0.0 0.001 125 2864 -44 1832.1006363243753 1833.0999669980763 100 TCGA 1 100 100 0.0 0.001 125 2864 -45 1831.2504162435514 1833.611882042046 100 TCGA 1 100 100 0.0 0.001 125 2864 -46 1830.5613433909425 1831.0455751658685 100 TCGA 1 100 100 0.0 0.001 125 2864 -47 1829.82816034439 1831.1082045972048 100 TCGA 1 100 100 0.0 0.001 125 2864 -48 1829.5579705632736 1830.3528212350816 100 TCGA 1 100 100 0.0 0.001 125 2864 -49 1829.2660930202214 1830.3778665053785 100 TCGA 1 100 100 0.0 0.001 125 2864 -50 1828.3696950577587 1829.0903988938835 100 TCGA 1 100 100 0.0 0.001 125 2864 -51 1827.7102241264895 1829.6565149968592 100 TCGA 1 100 100 0.0 0.001 125 2864 -52 1827.2477813288097 1828.0628747987987 100 TCGA 1 100 100 0.0 0.001 125 2864 -53 1826.9501667808297 1828.1195583631045 100 TCGA 1 100 100 0.0 0.001 125 2864 -54 1826.3092298263923 1828.5231823178392 100 TCGA 1 100 100 0.0 0.001 125 2864 -55 1825.808350535905 1827.8637026686165 100 TCGA 1 100 100 0.0 0.001 125 2864 -56 1824.9749071589804 1828.9649805423603 100 TCGA 1 100 100 0.0 0.001 125 2864 -57 1824.6220151975972 1826.7426997045775 100 TCGA 1 100 100 0.0 0.001 125 2864 -58 1824.2428757073237 1827.4715950357256 100 TCGA 1 100 100 0.0 0.001 125 2864 -59 1823.9900564131347 1824.684240906682 100 TCGA 1 100 100 0.0 0.001 125 2864 -60 1823.6690518906878 1824.4830555364715 100 TCGA 1 100 100 0.0 0.001 125 2864 -61 1823.0370982975178 1824.6832379671796 100 TCGA 1 100 100 0.0 0.001 125 2864 -62 1822.4945327787743 1823.9495070567682 100 TCGA 1 100 100 0.0 0.001 125 2864 -63 1821.7941715629229 1824.273731327536 100 TCGA 1 100 100 0.0 0.001 125 2864 -64 1821.6240800239502 1824.4211597538474 100 TCGA 1 100 100 0.0 0.001 125 2864 -65 1821.2105416537315 1823.8065522927136 100 TCGA 1 100 100 0.0 0.001 125 2864 -66 1821.0452268532124 1822.3534953821843 100 TCGA 1 100 100 0.0 0.001 125 2864 -67 1820.509863033267 1822.1642330303864 100 TCGA 1 100 100 0.0 0.001 125 2864 -68 1819.99427486283 1822.7289082129396 100 TCGA 1 100 100 0.0 0.001 125 2864 -69 1819.9035001683014 1821.5775594279994 100 TCGA 1 100 100 0.0 0.001 125 2864 -70 1819.5696991644663 1820.9728065375707 100 TCGA 1 100 100 0.0 0.001 125 2864 -71 1819.2355608083744 1820.4433299309046 100 TCGA 1 100 100 0.0 0.001 125 2864 -72 1818.6953913776692 1820.1873944919912 100 TCGA 1 100 100 0.0 0.001 125 2864 -73 1818.3545519759286 1820.5340778600032 100 TCGA 1 100 100 0.0 0.001 125 2864 -74 1817.9535718599138 1820.8940834543812 100 TCGA 1 100 100 0.0 0.001 125 2864 -75 1818.1627835208703 1819.8724003317368 100 TCGA 1 100 100 0.0 0.001 125 2864 -76 1817.6253251983646 1819.699835235749 100 TCGA 1 100 100 0.0 0.001 125 2864 -77 1817.1859096114504 1818.357168533095 100 TCGA 1 100 100 0.0 0.001 125 2864 -78 1816.9986942468815 1818.6092087635443 100 TCGA 1 100 100 0.0 0.001 125 2864 -79 1816.5174500322432 1818.2476610346655 100 TCGA 1 100 100 0.0 0.001 125 2864 -80 1816.4744563885652 1820.971626320077 100 TCGA 1 100 100 0.0 0.001 125 2864 -81 1816.2194987451514 1819.6650507174545 100 TCGA 1 100 100 0.0 0.001 125 2864 -82 1815.8366953605705 1818.3876983795933 100 TCGA 1 100 100 0.0 0.001 125 2864 -83 1815.4440679114796 1818.0506965982256 100 TCGA 1 100 100 0.0 0.001 125 2864 -84 1815.347325710463 1818.385790647574 100 TCGA 1 100 100 0.0 0.001 125 2864 -85 1815.1622739839347 1817.1329057396356 100 TCGA 1 100 100 0.0 0.001 125 2864 -86 1815.1454997053636 1817.5852400429883 100 TCGA 1 100 100 0.0 0.001 125 2864 -87 1814.5146283127258 1819.008833842062 100 TCGA 1 100 100 0.0 0.001 125 2864 -88 1814.4217575214607 1817.3205057268765 100 TCGA 1 100 100 0.0 0.001 125 2864 -89 1814.2906180755517 1815.8950121702262 100 TCGA 1 100 100 0.0 0.001 125 2864 -90 1813.9485391403284 1820.2672523996937 100 TCGA 1 100 100 0.0 0.001 125 2864 -91 1813.7596189198928 1817.12225740519 100 TCGA 1 100 100 0.0 0.001 125 2864 -92 1813.4802589454825 1815.9375687028894 100 TCGA 1 100 100 0.0 0.001 125 2864 -93 1813.6329934322112 1816.11658512288 100 TCGA 1 100 100 0.0 0.001 125 2864 -94 1813.2624596877747 1815.0268640566112 100 TCGA 1 100 100 0.0 0.001 125 2864 -95 1813.1761033690152 1815.8605638053548 100 TCGA 1 100 100 0.0 0.001 125 2864 -96 1812.9390255995847 1817.2766935262248 100 TCGA 1 100 100 0.0 0.001 125 2864 -97 1812.646715067316 1814.8142954764055 100 TCGA 1 100 100 0.0 0.001 125 2864 -98 1812.6370202401 1817.053039244072 100 TCGA 1 100 100 0.0 0.001 125 2864 -99 1812.3181596533077 1814.3358473274577 100 TCGA 1 100 100 0.0 0.001 125 2864 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index 8a6848ec1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2756.1810429859725 3945.798501786275 100 TCGA 1 100 100 1.0 0.001 125 4253 -1 2001.8440852403135 2552.122243296561 100 TCGA 1 100 100 1.0 0.001 125 4253 -2 1961.6602181776225 2034.1317568064935 100 TCGA 1 100 100 1.0 0.001 125 4253 -3 1937.1746169834455 2035.4981444085663 100 TCGA 1 100 100 1.0 0.001 125 4253 -4 1922.2652873207328 1924.4223497860396 100 TCGA 1 100 100 1.0 0.001 125 4253 -5 1910.1352152508782 1908.6686330824043 100 TCGA 1 100 100 1.0 0.001 125 4253 -6 1901.0241826889119 1914.8753551694017 100 TCGA 1 100 100 1.0 0.001 125 4253 -7 1895.5536936468172 1893.1859787217336 100 TCGA 1 100 100 1.0 0.001 125 4253 -8 1888.7118031514224 1882.2905163022142 100 TCGA 1 100 100 1.0 0.001 125 4253 -9 1883.5252184266956 1880.8911255496232 100 TCGA 1 100 100 1.0 0.001 125 4253 -10 1879.4520350465925 1879.2996077801115 100 TCGA 1 100 100 1.0 0.001 125 4253 -11 1876.8249423562156 1876.7948593062972 100 TCGA 1 100 100 1.0 0.001 125 4253 -12 1873.2353102637928 1869.4179834720478 100 TCGA 1 100 100 1.0 0.001 125 4253 -13 1870.4178478787262 1871.3019393844222 100 TCGA 1 100 100 1.0 0.001 125 4253 -14 1867.4024061817638 1864.2119606823178 100 TCGA 1 100 100 1.0 0.001 125 4253 -15 1864.5677698022328 1865.75288858845 100 TCGA 1 100 100 1.0 0.001 125 4253 -16 1863.4482639882033 1863.040174628023 100 TCGA 1 100 100 1.0 0.001 125 4253 -17 1860.8725562229235 1860.0274412835663 100 TCGA 1 100 100 1.0 0.001 125 4253 -18 1859.0227383514482 1866.9953735964982 100 TCGA 1 100 100 1.0 0.001 125 4253 -19 1858.3946585933577 1856.4454131006596 100 TCGA 1 100 100 1.0 0.001 125 4253 -20 1856.2323424114368 1858.1205336987673 100 TCGA 1 100 100 1.0 0.001 125 4253 -21 1854.2699219186013 1855.21034432416 100 TCGA 1 100 100 1.0 0.001 125 4253 -22 1852.9549887012406 1852.4126246466708 100 TCGA 1 100 100 1.0 0.001 125 4253 -23 1851.8155688304882 1850.8610404316505 100 TCGA 1 100 100 1.0 0.001 125 4253 -24 1850.0632487724024 1852.558957507263 100 TCGA 1 100 100 1.0 0.001 125 4253 -25 1849.120789493936 1852.365285902167 100 TCGA 1 100 100 1.0 0.001 125 4253 -26 1847.52564018855 1847.7275881359924 100 TCGA 1 100 100 1.0 0.001 125 4253 -27 1846.9688951654325 1856.5500163169363 100 TCGA 1 100 100 1.0 0.001 125 4253 -28 1845.113726134225 1846.0309236612752 100 TCGA 1 100 100 1.0 0.001 125 4253 -29 1843.8335114632457 1844.1138689050722 100 TCGA 1 100 100 1.0 0.001 125 4253 -30 1843.3696866372372 1843.8629113585505 100 TCGA 1 100 100 1.0 0.001 125 4253 -31 1842.552780101975 1842.2355785274026 100 TCGA 1 100 100 1.0 0.001 125 4253 -32 1841.5909017653773 1841.6147988477544 100 TCGA 1 100 100 1.0 0.001 125 4253 -33 1840.0664170140972 1839.227309030504 100 TCGA 1 100 100 1.0 0.001 125 4253 -34 1839.5436960759607 1848.6969030945745 100 TCGA 1 100 100 1.0 0.001 125 4253 -35 1838.769732729374 1840.2383229624686 100 TCGA 1 100 100 1.0 0.001 125 4253 -36 1837.8555693738708 1839.8232538424545 100 TCGA 1 100 100 1.0 0.001 125 4253 -37 1837.080038938236 1838.6599305119346 100 TCGA 1 100 100 1.0 0.001 125 4253 -38 1836.4200602822145 1844.5345305629712 100 TCGA 1 100 100 1.0 0.001 125 4253 -39 1835.6917204117585 1836.4554320675643 100 TCGA 1 100 100 1.0 0.001 125 4253 -40 1834.9517018364695 1835.1324076436872 100 TCGA 1 100 100 1.0 0.001 125 4253 -41 1833.739767581068 1834.8334482470948 100 TCGA 1 100 100 1.0 0.001 125 4253 -42 1833.6216038047023 1833.8208253179962 100 TCGA 1 100 100 1.0 0.001 125 4253 -43 1833.0472445355447 1832.401933986338 100 TCGA 1 100 100 1.0 0.001 125 4253 -44 1832.0240254785908 1831.722845182946 100 TCGA 1 100 100 1.0 0.001 125 4253 -45 1831.2299067551223 1832.0867472126256 100 TCGA 1 100 100 1.0 0.001 125 4253 -46 1830.7556030396067 1833.4501155680748 100 TCGA 1 100 100 1.0 0.001 125 4253 -47 1830.0061184218557 1831.828878891528 100 TCGA 1 100 100 1.0 0.001 125 4253 -48 1829.512814644099 1829.4532679265467 100 TCGA 1 100 100 1.0 0.001 125 4253 -49 1828.5548147888558 1828.879228908213 100 TCGA 1 100 100 1.0 0.001 125 4253 -50 1828.0518768170887 1828.2238775665437 100 TCGA 1 100 100 1.0 0.001 125 4253 -51 1827.9619338875145 1827.920002232844 100 TCGA 1 100 100 1.0 0.001 125 4253 -52 1827.1305758432295 1828.348957310969 100 TCGA 1 100 100 1.0 0.001 125 4253 -53 1826.5592414897685 1827.0180602720634 100 TCGA 1 100 100 1.0 0.001 125 4253 -54 1826.2264911708241 1826.8084949895965 100 TCGA 1 100 100 1.0 0.001 125 4253 -55 1825.5807468888217 1826.289188864243 100 TCGA 1 100 100 1.0 0.001 125 4253 -56 1825.0713516032672 1826.2210355979114 100 TCGA 1 100 100 1.0 0.001 125 4253 -57 1824.9383594927237 1825.1520063697394 100 TCGA 1 100 100 1.0 0.001 125 4253 -58 1824.4888914108064 1824.9482728584328 100 TCGA 1 100 100 1.0 0.001 125 4253 -59 1823.8974321196954 1825.0921508175643 100 TCGA 1 100 100 1.0 0.001 125 4253 -60 1823.3201613121232 1823.9312333150126 100 TCGA 1 100 100 1.0 0.001 125 4253 -61 1822.8881017048586 1823.4624501904052 100 TCGA 1 100 100 1.0 0.001 125 4253 -62 1822.5595535259586 1823.2814861661825 100 TCGA 1 100 100 1.0 0.001 125 4253 -63 1821.9879897337219 1822.96958056886 100 TCGA 1 100 100 1.0 0.001 125 4253 -64 1821.7019858996323 1822.2527505692526 100 TCGA 1 100 100 1.0 0.001 125 4253 -65 1820.9267595020544 1826.2998942466238 100 TCGA 1 100 100 1.0 0.001 125 4253 -66 1821.0794732099878 1821.4816925202183 100 TCGA 1 100 100 1.0 0.001 125 4253 -67 1820.5323240525197 1821.657590319763 100 TCGA 1 100 100 1.0 0.001 125 4253 -68 1820.2180153708039 1820.8198996692447 100 TCGA 1 100 100 1.0 0.001 125 4253 -69 1819.6674718847232 1822.4877095438128 100 TCGA 1 100 100 1.0 0.001 125 4253 -70 1819.6689622352958 1825.115414106666 100 TCGA 1 100 100 1.0 0.001 125 4253 -71 1819.3527446295059 1819.909015904719 100 TCGA 1 100 100 1.0 0.001 125 4253 -72 1818.888989702002 1820.098536505771 100 TCGA 1 100 100 1.0 0.001 125 4253 -73 1818.3680333945351 1819.2809690542556 100 TCGA 1 100 100 1.0 0.001 125 4253 -74 1818.1898721617665 1818.407488492266 100 TCGA 1 100 100 1.0 0.001 125 4253 -75 1817.9741463144385 1819.2168048494425 100 TCGA 1 100 100 1.0 0.001 125 4253 -76 1817.375075771069 1818.6263887798366 100 TCGA 1 100 100 1.0 0.001 125 4253 -77 1817.252618087324 1818.8292677989557 100 TCGA 1 100 100 1.0 0.001 125 4253 -78 1817.0517692033675 1817.7915124941112 100 TCGA 1 100 100 1.0 0.001 125 4253 -79 1816.6090278919287 1818.1122930325455 100 TCGA 1 100 100 1.0 0.001 125 4253 -80 1816.283105403348 1817.2292860788316 100 TCGA 1 100 100 1.0 0.001 125 4253 -81 1816.12684105576 1817.559212076005 100 TCGA 1 100 100 1.0 0.001 125 4253 -82 1815.9164080104067 1816.8967119533213 100 TCGA 1 100 100 1.0 0.001 125 4253 -83 1815.5161476037322 1816.1663413503063 100 TCGA 1 100 100 1.0 0.001 125 4253 -84 1815.5704654728092 1816.6480608609454 100 TCGA 1 100 100 1.0 0.001 125 4253 -85 1815.1294106365194 1816.1610806719143 100 TCGA 1 100 100 1.0 0.001 125 4253 -86 1814.8187914921884 1817.0017083709563 100 TCGA 1 100 100 1.0 0.001 125 4253 -87 1814.819381882482 1816.440889138073 100 TCGA 1 100 100 1.0 0.001 125 4253 -88 1814.175157491005 1815.650611455716 100 TCGA 1 100 100 1.0 0.001 125 4253 -89 1814.3528259597542 1815.3028472440326 100 TCGA 1 100 100 1.0 0.001 125 4253 -90 1813.9864464210657 1815.389260143491 100 TCGA 1 100 100 1.0 0.001 125 4253 -91 1813.5490590489487 1814.4703442750863 100 TCGA 1 100 100 1.0 0.001 125 4253 -92 1813.6612829784688 1816.1073905906485 100 TCGA 1 100 100 1.0 0.001 125 4253 -93 1813.6188188057445 1815.0460830765153 100 TCGA 1 100 100 1.0 0.001 125 4253 -94 1813.3703421435062 1815.1182793852072 100 TCGA 1 100 100 1.0 0.001 125 4253 -95 1813.2311454847038 1815.3545308328753 100 TCGA 1 100 100 1.0 0.001 125 4253 -96 1813.0143160721543 1813.9315056728958 100 TCGA 1 100 100 1.0 0.001 125 4253 -97 1812.9441165542985 1813.5822784577183 100 TCGA 1 100 100 1.0 0.001 125 4253 -98 1812.611661798388 1815.0063090108747 100 TCGA 1 100 100 1.0 0.001 125 4253 -99 1812.4705443750045 1814.672712316465 100 TCGA 1 100 100 1.0 0.001 125 4253 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 1cddcf720..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2728.997599946959 3865.109519766803 100 TCGA 1 50 100 0.5 0.001 125 6577 -1 2005.3724139733351 2765.3851852033604 100 TCGA 1 50 100 0.5 0.001 125 6577 -2 1959.8892760951148 2171.2408735572394 100 TCGA 1 50 100 0.5 0.001 125 6577 -3 1936.605344158981 2002.7364980419677 100 TCGA 1 50 100 0.5 0.001 125 6577 -4 1921.496710410141 1923.5705419185772 100 TCGA 1 50 100 0.5 0.001 125 6577 -5 1908.6890689012314 1917.954395390036 100 TCGA 1 50 100 0.5 0.001 125 6577 -6 1899.9194196549254 1905.038269349678 100 TCGA 1 50 100 0.5 0.001 125 6577 -7 1893.6183109311123 1897.0842597999765 100 TCGA 1 50 100 0.5 0.001 125 6577 -8 1887.9979880267267 1890.3272435173917 100 TCGA 1 50 100 0.5 0.001 125 6577 -9 1883.5604842252292 1882.6112054412688 100 TCGA 1 50 100 0.5 0.001 125 6577 -10 1880.7962963412099 1876.105277976798 100 TCGA 1 50 100 0.5 0.001 125 6577 -11 1875.622388793523 1891.003138249843 100 TCGA 1 50 100 0.5 0.001 125 6577 -12 1873.012688309024 1871.7060264702418 100 TCGA 1 50 100 0.5 0.001 125 6577 -13 1870.5903777445994 1870.488425403384 100 TCGA 1 50 100 0.5 0.001 125 6577 -14 1867.8222005635264 1873.0221309182632 100 TCGA 1 50 100 0.5 0.001 125 6577 -15 1865.163606865303 1861.5525607775205 100 TCGA 1 50 100 0.5 0.001 125 6577 -16 1863.5406353117326 1861.6673240469927 100 TCGA 1 50 100 0.5 0.001 125 6577 -17 1860.6472159520977 1860.2595049220713 100 TCGA 1 50 100 0.5 0.001 125 6577 -18 1858.9597500429475 1859.4124682249137 100 TCGA 1 50 100 0.5 0.001 125 6577 -19 1857.525560670485 1859.5937757635836 100 TCGA 1 50 100 0.5 0.001 125 6577 -20 1855.6004575722345 1855.6147503876805 100 TCGA 1 50 100 0.5 0.001 125 6577 -21 1854.0095541036771 1853.4058966708542 100 TCGA 1 50 100 0.5 0.001 125 6577 -22 1852.8850474535907 1851.6732177734375 100 TCGA 1 50 100 0.5 0.001 125 6577 -23 1851.7782478387874 1852.0714681807474 100 TCGA 1 50 100 0.5 0.001 125 6577 -24 1849.7540772083894 1849.2320415554334 100 TCGA 1 50 100 0.5 0.001 125 6577 -25 1848.3699080233782 1848.0653892018688 100 TCGA 1 50 100 0.5 0.001 125 6577 -26 1847.8147742902345 1847.509117241481 100 TCGA 1 50 100 0.5 0.001 125 6577 -27 1845.9772335256446 1847.267501447668 100 TCGA 1 50 100 0.5 0.001 125 6577 -28 1844.8857847397476 1845.9667889005575 100 TCGA 1 50 100 0.5 0.001 125 6577 -29 1844.4433831377664 1846.6486577172975 100 TCGA 1 50 100 0.5 0.001 125 6577 -30 1843.5783291090838 1843.9721569272142 100 TCGA 1 50 100 0.5 0.001 125 6577 -31 1842.3738646602535 1843.05383423465 100 TCGA 1 50 100 0.5 0.001 125 6577 -32 1841.4403510142124 1841.3602914474718 100 TCGA 1 50 100 0.5 0.001 125 6577 -33 1840.6544376121647 1842.6946162698257 100 TCGA 1 50 100 0.5 0.001 125 6577 -34 1839.383228798053 1840.1570756615106 100 TCGA 1 50 100 0.5 0.001 125 6577 -35 1838.625023408505 1838.6072795618718 100 TCGA 1 50 100 0.5 0.001 125 6577 -36 1837.9783308776657 1838.1052025263034 100 TCGA 1 50 100 0.5 0.001 125 6577 -37 1837.0698325166427 1838.9467847047738 100 TCGA 1 50 100 0.5 0.001 125 6577 -38 1836.1353844515859 1840.878109419166 100 TCGA 1 50 100 0.5 0.001 125 6577 -39 1835.0759719898026 1837.7512611887562 100 TCGA 1 50 100 0.5 0.001 125 6577 -40 1834.6552578363717 1835.1113367128612 100 TCGA 1 50 100 0.5 0.001 125 6577 -41 1834.0552495493794 1834.180291717376 100 TCGA 1 50 100 0.5 0.001 125 6577 -42 1833.3068231377622 1834.8214276951162 100 TCGA 1 50 100 0.5 0.001 125 6577 -43 1832.3780315512856 1835.5219861514604 100 TCGA 1 50 100 0.5 0.001 125 6577 -44 1832.2102143434238 1833.8616581442368 100 TCGA 1 50 100 0.5 0.001 125 6577 -45 1831.4306474667146 1831.7255178480293 100 TCGA 1 50 100 0.5 0.001 125 6577 -46 1830.5125864588638 1833.9648216669284 100 TCGA 1 50 100 0.5 0.001 125 6577 -47 1830.2177774570046 1839.987472150793 100 TCGA 1 50 100 0.5 0.001 125 6577 -48 1829.3074639830581 1829.507170864086 100 TCGA 1 50 100 0.5 0.001 125 6577 -49 1828.8592240846322 1830.30018807416 100 TCGA 1 50 100 0.5 0.001 125 6577 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index 71ebc3050..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2737.3026654847777 3707.121252012013 100 TCGA 1 50 100 0.0 0.001 125 7952 -1 2001.1464057153378 2370.581944144551 100 TCGA 1 50 100 0.0 0.001 125 7952 -2 1958.085871716378 2063.3401578203516 100 TCGA 1 50 100 0.0 0.001 125 7952 -3 1935.393664808302 2122.5884328870916 100 TCGA 1 50 100 0.0 0.001 125 7952 -4 1920.7463404249568 1930.576177395768 100 TCGA 1 50 100 0.0 0.001 125 7952 -5 1909.5526176049834 1932.6132113202732 100 TCGA 1 50 100 0.0 0.001 125 7952 -6 1899.6301095806896 1900.105005618915 100 TCGA 1 50 100 0.0 0.001 125 7952 -7 1893.3865966796875 1898.6948524360082 100 TCGA 1 50 100 0.0 0.001 125 7952 -8 1886.6677973147202 1897.8337696784704 100 TCGA 1 50 100 0.0 0.001 125 7952 -9 1882.694371499897 1900.2848378857177 100 TCGA 1 50 100 0.0 0.001 125 7952 -10 1878.8628120171145 1886.866355090884 100 TCGA 1 50 100 0.0 0.001 125 7952 -11 1876.6733963756985 1875.4407603201555 100 TCGA 1 50 100 0.0 0.001 125 7952 -12 1871.470464066664 1873.338489321608 100 TCGA 1 50 100 0.0 0.001 125 7952 -13 1869.741027280201 1872.606774718318 100 TCGA 1 50 100 0.0 0.001 125 7952 -14 1867.9028062927948 1878.462072937932 100 TCGA 1 50 100 0.0 0.001 125 7952 -15 1864.993749261501 1870.6845776735238 100 TCGA 1 50 100 0.0 0.001 125 7952 -16 1862.4362784112213 1869.2073060615578 100 TCGA 1 50 100 0.0 0.001 125 7952 -17 1860.4122478367162 1861.2127115067526 100 TCGA 1 50 100 0.0 0.001 125 7952 -18 1859.1690603384602 1859.7520659940326 100 TCGA 1 50 100 0.0 0.001 125 7952 -19 1857.1357400346806 1861.8062210466394 100 TCGA 1 50 100 0.0 0.001 125 7952 -20 1856.1654126039239 1857.6819172768137 100 TCGA 1 50 100 0.0 0.001 125 7952 -21 1854.0557833123464 1856.9185754210505 100 TCGA 1 50 100 0.0 0.001 125 7952 -22 1852.4187826520033 1856.6499759539886 100 TCGA 1 50 100 0.0 0.001 125 7952 -23 1851.0200207302887 1853.004672409901 100 TCGA 1 50 100 0.0 0.001 125 7952 -24 1850.4857859687622 1851.980490219653 100 TCGA 1 50 100 0.0 0.001 125 7952 -25 1848.5124581072237 1853.2083758636934 100 TCGA 1 50 100 0.0 0.001 125 7952 -26 1847.5508545276136 1850.3246788139918 100 TCGA 1 50 100 0.0 0.001 125 7952 -27 1846.5356313418245 1848.2871412727702 100 TCGA 1 50 100 0.0 0.001 125 7952 -28 1845.2975207368288 1847.1236179677685 100 TCGA 1 50 100 0.0 0.001 125 7952 -29 1844.114733476593 1847.178082183378 100 TCGA 1 50 100 0.0 0.001 125 7952 -30 1842.8520809343477 1848.6064496064305 100 TCGA 1 50 100 0.0 0.001 125 7952 -31 1842.2472679358746 1844.247808255143 100 TCGA 1 50 100 0.0 0.001 125 7952 -32 1841.1054074491476 1843.0399777206344 100 TCGA 1 50 100 0.0 0.001 125 7952 -33 1840.0131444887386 1845.7789484532036 100 TCGA 1 50 100 0.0 0.001 125 7952 -34 1838.9338715045842 1843.3509963145807 100 TCGA 1 50 100 0.0 0.001 125 7952 -35 1838.285541291295 1841.5059863526617 100 TCGA 1 50 100 0.0 0.001 125 7952 -36 1837.4664818684641 1841.0111801684202 100 TCGA 1 50 100 0.0 0.001 125 7952 -37 1836.795255739144 1840.951877919873 100 TCGA 1 50 100 0.0 0.001 125 7952 -38 1836.0522267320005 1838.9563264319645 100 TCGA 1 50 100 0.0 0.001 125 7952 -39 1835.448442740344 1837.4168222705323 100 TCGA 1 50 100 0.0 0.001 125 7952 -40 1834.4583870221068 1838.3649129436244 100 TCGA 1 50 100 0.0 0.001 125 7952 -41 1833.7619319063756 1839.899967979546 100 TCGA 1 50 100 0.0 0.001 125 7952 -42 1833.2963343153097 1836.4167327114087 100 TCGA 1 50 100 0.0 0.001 125 7952 -43 1832.4412049613823 1836.5620430031015 100 TCGA 1 50 100 0.0 0.001 125 7952 -44 1831.8345630474157 1834.3229508136385 100 TCGA 1 50 100 0.0 0.001 125 7952 -45 1831.1150525162589 1833.658482843907 100 TCGA 1 50 100 0.0 0.001 125 7952 -46 1830.353915027508 1833.707571058417 100 TCGA 1 50 100 0.0 0.001 125 7952 -47 1829.6715690543815 1832.5719736377198 100 TCGA 1 50 100 0.0 0.001 125 7952 -48 1829.0842480408799 1832.888705613026 100 TCGA 1 50 100 0.0 0.001 125 7952 -49 1828.6603364873138 1831.458982534744 100 TCGA 1 50 100 0.0 0.001 125 7952 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index ccf4fda2b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2752.4299725714454 3574.6133266429806 100 TCGA 1 50 100 1.0 0.001 125 1802 -1 2004.2974553483448 2602.9990774183416 100 TCGA 1 50 100 1.0 0.001 125 1802 -2 1960.5761010908418 2223.861710898241 100 TCGA 1 50 100 1.0 0.001 125 1802 -3 1935.8047785996885 1961.3601497477623 100 TCGA 1 50 100 1.0 0.001 125 1802 -4 1920.5068409380362 1944.7147094113143 100 TCGA 1 50 100 1.0 0.001 125 1802 -5 1909.1531621211475 1904.2865493237673 100 TCGA 1 50 100 1.0 0.001 125 1802 -6 1901.7649671229044 1895.4584967071687 100 TCGA 1 50 100 1.0 0.001 125 1802 -7 1892.9267396225382 1906.145265512131 100 TCGA 1 50 100 1.0 0.001 125 1802 -8 1889.052699125988 1887.2444921138897 100 TCGA 1 50 100 1.0 0.001 125 1802 -9 1884.3781161243887 1882.246952536118 100 TCGA 1 50 100 1.0 0.001 125 1802 -10 1879.0405204765284 1875.383995784587 100 TCGA 1 50 100 1.0 0.001 125 1802 -11 1876.2587757095694 1869.3988533978486 100 TCGA 1 50 100 1.0 0.001 125 1802 -12 1873.36185841348 1867.48324324258 100 TCGA 1 50 100 1.0 0.001 125 1802 -13 1871.1280899499195 1868.1454335888427 100 TCGA 1 50 100 1.0 0.001 125 1802 -14 1867.3783961544214 1863.4568962978958 100 TCGA 1 50 100 1.0 0.001 125 1802 -15 1866.1425205166418 1869.574069075848 100 TCGA 1 50 100 1.0 0.001 125 1802 -16 1863.0811800142926 1863.8941067642902 100 TCGA 1 50 100 1.0 0.001 125 1802 -17 1861.8543729649043 1859.1943114007538 100 TCGA 1 50 100 1.0 0.001 125 1802 -18 1858.7565403744663 1857.6472069821766 100 TCGA 1 50 100 1.0 0.001 125 1802 -19 1857.585662756638 1855.6370843475188 100 TCGA 1 50 100 1.0 0.001 125 1802 -20 1856.4568541737883 1855.224354806258 100 TCGA 1 50 100 1.0 0.001 125 1802 -21 1854.4876782561748 1852.1638692731235 100 TCGA 1 50 100 1.0 0.001 125 1802 -22 1853.1867253665134 1852.3818150812658 100 TCGA 1 50 100 1.0 0.001 125 1802 -23 1851.458506108448 1849.6993530886857 100 TCGA 1 50 100 1.0 0.001 125 1802 -24 1850.8002536457316 1848.2508189139055 100 TCGA 1 50 100 1.0 0.001 125 1802 -25 1849.2041860265995 1847.4935357942054 100 TCGA 1 50 100 1.0 0.001 125 1802 -26 1848.488905663016 1845.2172250412218 100 TCGA 1 50 100 1.0 0.001 125 1802 -27 1846.7364237755853 1843.988340138191 100 TCGA 1 50 100 1.0 0.001 125 1802 -28 1846.0624381132538 1848.8092715776147 100 TCGA 1 50 100 1.0 0.001 125 1802 -29 1845.0513321128935 1844.447001854978 100 TCGA 1 50 100 1.0 0.001 125 1802 -30 1843.8445982926125 1842.379146710113 100 TCGA 1 50 100 1.0 0.001 125 1802 -31 1842.8155609686096 1840.641339632734 100 TCGA 1 50 100 1.0 0.001 125 1802 -32 1841.919978079938 1841.9013929510836 100 TCGA 1 50 100 1.0 0.001 125 1802 -33 1840.8110536323459 1839.1158588351916 100 TCGA 1 50 100 1.0 0.001 125 1802 -34 1839.6174103985647 1838.2693472244032 100 TCGA 1 50 100 1.0 0.001 125 1802 -35 1838.9956559782543 1837.2031673258873 100 TCGA 1 50 100 1.0 0.001 125 1802 -36 1838.2958606541563 1841.1527191622174 100 TCGA 1 50 100 1.0 0.001 125 1802 -37 1837.2081977102503 1836.1766547581658 100 TCGA 1 50 100 1.0 0.001 125 1802 -38 1836.5889537907935 1836.6624308063756 100 TCGA 1 50 100 1.0 0.001 125 1802 -39 1835.7560475286941 1833.3339868286746 100 TCGA 1 50 100 1.0 0.001 125 1802 -40 1835.0075628001957 1833.7641711977858 100 TCGA 1 50 100 1.0 0.001 125 1802 -41 1834.163590896288 1832.43445621663 100 TCGA 1 50 100 1.0 0.001 125 1802 -42 1833.6915445073346 1830.7453410853093 100 TCGA 1 50 100 1.0 0.001 125 1802 -43 1833.0301877198601 1831.1864062745367 100 TCGA 1 50 100 1.0 0.001 125 1802 -44 1832.409566404724 1832.2633216129475 100 TCGA 1 50 100 1.0 0.001 125 1802 -45 1831.4665710197148 1829.1988316828283 100 TCGA 1 50 100 1.0 0.001 125 1802 -46 1830.7321683600726 1828.9062726964903 100 TCGA 1 50 100 1.0 0.001 125 1802 -47 1830.3752932875852 1830.6264366264918 100 TCGA 1 50 100 1.0 0.001 125 1802 -48 1829.8773130137336 1829.9077669843357 100 TCGA 1 50 100 1.0 0.001 125 1802 -49 1828.9512146997563 1827.569664116481 100 TCGA 1 50 100 1.0 0.001 125 1802 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 2594777c6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3031.724905701058 4147.349119866913 150 TCGA 1 100 100 0.5 0.001 125 6774 -1 2044.0859703645601 3270.22397510011 150 TCGA 1 100 100 0.5 0.001 125 6774 -2 1985.205056297046 2536.90932568114 150 TCGA 1 100 100 0.5 0.001 125 6774 -3 1958.1053432460767 2226.852117030465 150 TCGA 1 100 100 0.5 0.001 125 6774 -4 1941.0298738987374 2069.566233265939 150 TCGA 1 100 100 0.5 0.001 125 6774 -5 1928.3032332977182 1975.739783512288 150 TCGA 1 100 100 0.5 0.001 125 6774 -6 1918.647069628503 1954.202027594025 150 TCGA 1 100 100 0.5 0.001 125 6774 -7 1908.0797062595052 1938.2692110454616 150 TCGA 1 100 100 0.5 0.001 125 6774 -8 1903.4944574437193 1929.507916167753 150 TCGA 1 100 100 0.5 0.001 125 6774 -9 1898.3071397929762 1898.2315287374372 150 TCGA 1 100 100 0.5 0.001 125 6774 -10 1894.7279490656001 1893.5441612358668 150 TCGA 1 100 100 0.5 0.001 125 6774 -11 1891.357126611726 1888.868902005143 150 TCGA 1 100 100 0.5 0.001 125 6774 -12 1885.7720119928938 1883.1475437490185 150 TCGA 1 100 100 0.5 0.001 125 6774 -13 1883.3585707720588 1878.39276521769 150 TCGA 1 100 100 0.5 0.001 125 6774 -14 1880.5903087589993 1878.755755707247 150 TCGA 1 100 100 0.5 0.001 125 6774 -15 1877.8666745975809 1876.7858573875235 150 TCGA 1 100 100 0.5 0.001 125 6774 -16 1874.9855886723983 1882.4697253356626 150 TCGA 1 100 100 0.5 0.001 125 6774 -17 1872.7818250480489 1871.4150108452418 150 TCGA 1 100 100 0.5 0.001 125 6774 -18 1871.4859798315154 1869.3236691268844 150 TCGA 1 100 100 0.5 0.001 125 6774 -19 1868.8810731853966 1869.001096179138 150 TCGA 1 100 100 0.5 0.001 125 6774 -20 1867.3759401417003 1865.6382075170775 150 TCGA 1 100 100 0.5 0.001 125 6774 -21 1865.9966499949423 1860.2754715962626 150 TCGA 1 100 100 0.5 0.001 125 6774 -22 1865.1964202482316 1860.3781609463333 150 TCGA 1 100 100 0.5 0.001 125 6774 -23 1862.8911085123461 1863.1866504151617 150 TCGA 1 100 100 0.5 0.001 125 6774 -24 1861.9037323457906 1861.8366760560616 150 TCGA 1 100 100 0.5 0.001 125 6774 -25 1859.816568052094 1858.76682055296 150 TCGA 1 100 100 0.5 0.001 125 6774 -26 1858.8265229616998 1858.349680531564 150 TCGA 1 100 100 0.5 0.001 125 6774 -27 1857.748744947142 1853.599976812775 150 TCGA 1 100 100 0.5 0.001 125 6774 -28 1856.5273245790065 1852.9594665220634 150 TCGA 1 100 100 0.5 0.001 125 6774 -29 1856.2304272196604 1851.0321823963568 150 TCGA 1 100 100 0.5 0.001 125 6774 -30 1854.0631915728075 1850.4892302086605 150 TCGA 1 100 100 0.5 0.001 125 6774 -31 1853.6193153576362 1848.9484660853093 150 TCGA 1 100 100 0.5 0.001 125 6774 -32 1851.9863605126698 1848.1278861347755 150 TCGA 1 100 100 0.5 0.001 125 6774 -33 1851.0941502881617 1852.860647230292 150 TCGA 1 100 100 0.5 0.001 125 6774 -34 1850.4878649655723 1848.2246020139762 150 TCGA 1 100 100 0.5 0.001 125 6774 -35 1849.6471402764068 1844.898006266685 150 TCGA 1 100 100 0.5 0.001 125 6774 -36 1848.5139097479228 1847.540442078557 150 TCGA 1 100 100 0.5 0.001 125 6774 -37 1847.876679812309 1845.3368269570508 150 TCGA 1 100 100 0.5 0.001 125 6774 -38 1846.7062377452796 1843.5234424073492 150 TCGA 1 100 100 0.5 0.001 125 6774 -39 1846.211447977091 1843.9505216512248 150 TCGA 1 100 100 0.5 0.001 125 6774 -40 1845.2008850867494 1842.4327625677215 150 TCGA 1 100 100 0.5 0.001 125 6774 -41 1843.9093172771882 1840.8226066857726 150 TCGA 1 100 100 0.5 0.001 125 6774 -42 1843.8284022776938 1841.1492367845085 150 TCGA 1 100 100 0.5 0.001 125 6774 -43 1843.1936833879513 1841.3276594152403 150 TCGA 1 100 100 0.5 0.001 125 6774 -44 1842.6731761749706 1839.7340958945117 150 TCGA 1 100 100 0.5 0.001 125 6774 -45 1841.6732552842725 1838.0057422120367 150 TCGA 1 100 100 0.5 0.001 125 6774 -46 1840.5003001956832 1837.0856571676743 150 TCGA 1 100 100 0.5 0.001 125 6774 -47 1840.2239070108446 1837.067329445077 150 TCGA 1 100 100 0.5 0.001 125 6774 -48 1839.3491052609893 1835.905742089353 150 TCGA 1 100 100 0.5 0.001 125 6774 -49 1838.9974436904188 1834.9225853388034 150 TCGA 1 100 100 0.5 0.001 125 6774 -50 1838.2396153440325 1835.9238256713254 150 TCGA 1 100 100 0.5 0.001 125 6774 -51 1837.526182753551 1835.7107283242383 150 TCGA 1 100 100 0.5 0.001 125 6774 -52 1837.139580296677 1834.797092763623 150 TCGA 1 100 100 0.5 0.001 125 6774 -53 1836.4680282332188 1836.2273225257145 150 TCGA 1 100 100 0.5 0.001 125 6774 -54 1836.2377085046505 1832.930735219064 150 TCGA 1 100 100 0.5 0.001 125 6774 -55 1835.2804016256348 1832.6718504632538 150 TCGA 1 100 100 0.5 0.001 125 6774 -56 1835.2562293738097 1832.7805286196608 150 TCGA 1 100 100 0.5 0.001 125 6774 -57 1834.2707479199948 1832.154501756831 150 TCGA 1 100 100 0.5 0.001 125 6774 -58 1833.9918972100113 1833.129547885914 150 TCGA 1 100 100 0.5 0.001 125 6774 -59 1833.2315383061245 1830.0436649801743 150 TCGA 1 100 100 0.5 0.001 125 6774 -60 1832.9228347759586 1836.3430169647063 150 TCGA 1 100 100 0.5 0.001 125 6774 -61 1832.4049830930096 1829.1618229084877 150 TCGA 1 100 100 0.5 0.001 125 6774 -62 1831.7341300690996 1829.397904439188 150 TCGA 1 100 100 0.5 0.001 125 6774 -63 1831.3056821298328 1828.02054891155 150 TCGA 1 100 100 0.5 0.001 125 6774 -64 1830.8967199724743 1827.4288918960035 150 TCGA 1 100 100 0.5 0.001 125 6774 -65 1830.2688184760088 1826.8986178450848 150 TCGA 1 100 100 0.5 0.001 125 6774 -66 1829.9618864301087 1828.3344677489008 150 TCGA 1 100 100 0.5 0.001 125 6774 -67 1829.7743259740337 1827.0068782633873 150 TCGA 1 100 100 0.5 0.001 125 6774 -68 1829.0791302576756 1826.752380677803 150 TCGA 1 100 100 0.5 0.001 125 6774 -69 1828.4918552981594 1825.962480861338 150 TCGA 1 100 100 0.5 0.001 125 6774 -70 1828.0584296179557 1829.808371079028 150 TCGA 1 100 100 0.5 0.001 125 6774 -71 1828.126395803648 1826.036203969064 150 TCGA 1 100 100 0.5 0.001 125 6774 -72 1827.3540258023313 1825.7811794568545 150 TCGA 1 100 100 0.5 0.001 125 6774 -73 1826.9728719543327 1825.118675653659 150 TCGA 1 100 100 0.5 0.001 125 6774 -74 1826.6994239899952 1824.011326775479 150 TCGA 1 100 100 0.5 0.001 125 6774 -75 1826.1421416340456 1825.7146057435616 150 TCGA 1 100 100 0.5 0.001 125 6774 -76 1825.7048086955592 1823.817867413238 150 TCGA 1 100 100 0.5 0.001 125 6774 -77 1825.3190603493606 1824.304185110121 150 TCGA 1 100 100 0.5 0.001 125 6774 -78 1825.0088103181856 1822.7457060694096 150 TCGA 1 100 100 0.5 0.001 125 6774 -79 1824.7222430312963 1824.538394487084 150 TCGA 1 100 100 0.5 0.001 125 6774 -80 1824.4062444408207 1826.8586523928234 150 TCGA 1 100 100 0.5 0.001 125 6774 -81 1824.0101646732467 1822.4743541928392 150 TCGA 1 100 100 0.5 0.001 125 6774 -82 1823.4453407864123 1821.5092853181925 150 TCGA 1 100 100 0.5 0.001 125 6774 -83 1823.6200486787902 1820.6655107814463 150 TCGA 1 100 100 0.5 0.001 125 6774 -84 1823.2275815738712 1820.851125745917 150 TCGA 1 100 100 0.5 0.001 125 6774 -85 1822.8822975673904 1821.4603541388583 150 TCGA 1 100 100 0.5 0.001 125 6774 -86 1822.5903535321936 1821.5360377326083 150 TCGA 1 100 100 0.5 0.001 125 6774 -87 1822.1926349648834 1819.5700401421168 150 TCGA 1 100 100 0.5 0.001 125 6774 -88 1821.635718588239 1819.8704177626414 150 TCGA 1 100 100 0.5 0.001 125 6774 -89 1821.5258176326486 1819.1279468632224 150 TCGA 1 100 100 0.5 0.001 125 6774 -90 1821.2925021331987 1818.457325077536 150 TCGA 1 100 100 0.5 0.001 125 6774 -91 1820.8888614866162 1821.9025977053234 150 TCGA 1 100 100 0.5 0.001 125 6774 -92 1820.8475527511616 1820.0821674289416 150 TCGA 1 100 100 0.5 0.001 125 6774 -93 1820.3843554856455 1817.5773287825848 150 TCGA 1 100 100 0.5 0.001 125 6774 -94 1820.035237443994 1821.1066618492855 150 TCGA 1 100 100 0.5 0.001 125 6774 -95 1819.5888406860201 1818.3381157496467 150 TCGA 1 100 100 0.5 0.001 125 6774 -96 1819.3951193512198 1817.1679626158134 150 TCGA 1 100 100 0.5 0.001 125 6774 -97 1819.1830874967952 1817.1435988536432 150 TCGA 1 100 100 0.5 0.001 125 6774 -98 1818.987691718109 1817.2332598048838 150 TCGA 1 100 100 0.5 0.001 125 6774 -99 1818.5737013511857 1816.0601769835505 150 TCGA 1 100 100 0.5 0.001 125 6774 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index 49e83f7dc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3046.902571458345 4804.106011012092 150 TCGA 1 100 100 0.0 0.001 125 7018 -1 2045.0072693354796 3063.5611946451004 150 TCGA 1 100 100 0.0 0.001 125 7018 -2 1982.129571648338 2781.7550570233984 150 TCGA 1 100 100 0.0 0.001 125 7018 -3 1955.7138992890355 2324.730725158998 150 TCGA 1 100 100 0.0 0.001 125 7018 -4 1939.0000888378656 2015.2792619101367 150 TCGA 1 100 100 0.0 0.001 125 7018 -5 1926.6300908593357 1933.814585010011 150 TCGA 1 100 100 0.0 0.001 125 7018 -6 1917.0379148837326 1972.2344062843515 150 TCGA 1 100 100 0.0 0.001 125 7018 -7 1908.9255001708086 1925.268579837665 150 TCGA 1 100 100 0.0 0.001 125 7018 -8 1903.7635345441952 1919.1276880005496 150 TCGA 1 100 100 0.0 0.001 125 7018 -9 1896.912421969833 1918.4300567780308 150 TCGA 1 100 100 0.0 0.001 125 7018 -10 1894.2121250115545 1917.690912447982 150 TCGA 1 100 100 0.0 0.001 125 7018 -11 1889.3319531217298 1891.51854548622 150 TCGA 1 100 100 0.0 0.001 125 7018 -12 1884.5912386271182 1891.2669487574592 150 TCGA 1 100 100 0.0 0.001 125 7018 -13 1882.7858845842431 1889.4211474854742 150 TCGA 1 100 100 0.0 0.001 125 7018 -14 1879.9868063643012 1884.4851123292242 150 TCGA 1 100 100 0.0 0.001 125 7018 -15 1877.6601345583003 1889.027930178235 150 TCGA 1 100 100 0.0 0.001 125 7018 -16 1875.3591994498374 1879.4131184486887 150 TCGA 1 100 100 0.0 0.001 125 7018 -17 1873.4549377420967 1871.379098863458 150 TCGA 1 100 100 0.0 0.001 125 7018 -18 1869.8699619528677 1879.308314031093 150 TCGA 1 100 100 0.0 0.001 125 7018 -19 1868.5886647679708 1879.990637391057 150 TCGA 1 100 100 0.0 0.001 125 7018 -20 1866.7171354944226 1877.63885896769 150 TCGA 1 100 100 0.0 0.001 125 7018 -21 1865.7214405610368 1865.4238164700455 150 TCGA 1 100 100 0.0 0.001 125 7018 -22 1863.8598073351955 1866.0167794539102 150 TCGA 1 100 100 0.0 0.001 125 7018 -23 1862.5898461208265 1872.137468961016 150 TCGA 1 100 100 0.0 0.001 125 7018 -24 1860.744301309808 1861.8356958130496 150 TCGA 1 100 100 0.0 0.001 125 7018 -25 1859.8478811787554 1860.2129347911432 150 TCGA 1 100 100 0.0 0.001 125 7018 -26 1858.8921481197547 1863.593846306729 150 TCGA 1 100 100 0.0 0.001 125 7018 -27 1857.1713786116136 1858.048525096184 150 TCGA 1 100 100 0.0 0.001 125 7018 -28 1856.2474080326435 1856.25521589883 150 TCGA 1 100 100 0.0 0.001 125 7018 -29 1854.6488634176135 1856.545734654719 150 TCGA 1 100 100 0.0 0.001 125 7018 -30 1854.1036291930382 1856.184280165476 150 TCGA 1 100 100 0.0 0.001 125 7018 -31 1853.0334329044117 1855.7199817446608 150 TCGA 1 100 100 0.0 0.001 125 7018 -32 1851.7836266036597 1855.764016002866 150 TCGA 1 100 100 0.0 0.001 125 7018 -33 1850.5345154592057 1852.3859617913788 150 TCGA 1 100 100 0.0 0.001 125 7018 -34 1849.3738105536331 1851.9701841728172 150 TCGA 1 100 100 0.0 0.001 125 7018 -35 1848.946651976081 1850.8762808181532 150 TCGA 1 100 100 0.0 0.001 125 7018 -36 1847.9351911147746 1849.3058615833072 150 TCGA 1 100 100 0.0 0.001 125 7018 -37 1847.1985827826113 1851.7783074307083 150 TCGA 1 100 100 0.0 0.001 125 7018 -38 1846.116169025648 1848.199797817211 150 TCGA 1 100 100 0.0 0.001 125 7018 -39 1845.1836188344341 1848.0491501697943 150 TCGA 1 100 100 0.0 0.001 125 7018 -40 1845.0214806825059 1847.7320961496937 150 TCGA 1 100 100 0.0 0.001 125 7018 -41 1844.282205456694 1846.9054795461684 150 TCGA 1 100 100 0.0 0.001 125 7018 -42 1843.030177923169 1845.2106743433967 150 TCGA 1 100 100 0.0 0.001 125 7018 -43 1842.8295035402161 1845.7342142843122 150 TCGA 1 100 100 0.0 0.001 125 7018 -44 1841.9234133666216 1843.0583348873272 150 TCGA 1 100 100 0.0 0.001 125 7018 -45 1841.0706400555657 1842.048060124843 150 TCGA 1 100 100 0.0 0.001 125 7018 -46 1840.2653673974407 1843.5619301340687 150 TCGA 1 100 100 0.0 0.001 125 7018 -47 1839.8472625429256 1841.6947806660255 150 TCGA 1 100 100 0.0 0.001 125 7018 -48 1838.960224330871 1840.9026995328204 150 TCGA 1 100 100 0.0 0.001 125 7018 -49 1838.639179531625 1841.9552897544363 150 TCGA 1 100 100 0.0 0.001 125 7018 -50 1837.6006519936307 1842.0752302773633 150 TCGA 1 100 100 0.0 0.001 125 7018 -51 1837.137213939348 1837.8771653678548 150 TCGA 1 100 100 0.0 0.001 125 7018 -52 1836.6566209525904 1837.22389290201 150 TCGA 1 100 100 0.0 0.001 125 7018 -53 1836.1578680481919 1837.1965896376414 150 TCGA 1 100 100 0.0 0.001 125 7018 -54 1835.3601344956232 1837.8346996211526 150 TCGA 1 100 100 0.0 0.001 125 7018 -55 1835.1164814024742 1836.3150364861417 150 TCGA 1 100 100 0.0 0.001 125 7018 -56 1834.4357850204317 1836.4000581520886 150 TCGA 1 100 100 0.0 0.001 125 7018 -57 1833.3304737532615 1839.1411697157664 150 TCGA 1 100 100 0.0 0.001 125 7018 -58 1833.4817558090153 1835.4658767470164 150 TCGA 1 100 100 0.0 0.001 125 7018 -59 1832.704804785058 1836.2670892303313 150 TCGA 1 100 100 0.0 0.001 125 7018 -60 1832.2449356012678 1836.7279592542793 150 TCGA 1 100 100 0.0 0.001 125 7018 -61 1832.0477784211407 1833.382578787492 150 TCGA 1 100 100 0.0 0.001 125 7018 -62 1831.2328060033904 1832.8775831059595 150 TCGA 1 100 100 0.0 0.001 125 7018 -63 1830.8496104514097 1832.4901276401538 150 TCGA 1 100 100 0.0 0.001 125 7018 -64 1830.1941398129238 1832.5283798141097 150 TCGA 1 100 100 0.0 0.001 125 7018 -65 1830.260518689416 1831.8225103790437 150 TCGA 1 100 100 0.0 0.001 125 7018 -66 1829.791482950324 1831.4764741677136 150 TCGA 1 100 100 0.0 0.001 125 7018 -67 1829.0627251467624 1832.368160381988 150 TCGA 1 100 100 0.0 0.001 125 7018 -68 1828.4218152388223 1830.2184886836526 150 TCGA 1 100 100 0.0 0.001 125 7018 -69 1827.941153211963 1830.5680330362752 150 TCGA 1 100 100 0.0 0.001 125 7018 -70 1827.761913443905 1830.2033912236966 150 TCGA 1 100 100 0.0 0.001 125 7018 -71 1827.3506795987712 1829.985784636071 150 TCGA 1 100 100 0.0 0.001 125 7018 -72 1827.355165829229 1829.0924697952653 150 TCGA 1 100 100 0.0 0.001 125 7018 -73 1826.656194258327 1828.1586460132694 150 TCGA 1 100 100 0.0 0.001 125 7018 -74 1826.1706455902192 1828.399365602426 150 TCGA 1 100 100 0.0 0.001 125 7018 -75 1825.675699592741 1827.708366048995 150 TCGA 1 100 100 0.0 0.001 125 7018 -76 1825.4174092758285 1828.1732429236024 150 TCGA 1 100 100 0.0 0.001 125 7018 -77 1825.1847178623843 1827.2335082394393 150 TCGA 1 100 100 0.0 0.001 125 7018 -78 1824.6175220999178 1826.151372708268 150 TCGA 1 100 100 0.0 0.001 125 7018 -79 1824.1180301380552 1826.2788042998195 150 TCGA 1 100 100 0.0 0.001 125 7018 -80 1823.8633898583782 1826.4899926880496 150 TCGA 1 100 100 0.0 0.001 125 7018 -81 1823.72628177507 1829.5397298994974 150 TCGA 1 100 100 0.0 0.001 125 7018 -82 1823.1888590285869 1826.7449472705323 150 TCGA 1 100 100 0.0 0.001 125 7018 -83 1822.6590611053 1825.923655140939 150 TCGA 1 100 100 0.0 0.001 125 7018 -84 1822.810448226818 1825.5662535087547 150 TCGA 1 100 100 0.0 0.001 125 7018 -85 1822.336239548743 1826.0678097518844 150 TCGA 1 100 100 0.0 0.001 125 7018 -86 1821.8971537247155 1824.5934481980214 150 TCGA 1 100 100 0.0 0.001 125 7018 -87 1821.8148325662391 1823.5188141635913 150 TCGA 1 100 100 0.0 0.001 125 7018 -88 1821.1466735097258 1823.5152998881124 150 TCGA 1 100 100 0.0 0.001 125 7018 -89 1821.2618576477303 1823.2898219122958 150 TCGA 1 100 100 0.0 0.001 125 7018 -90 1820.7552755521683 1822.9720710486024 150 TCGA 1 100 100 0.0 0.001 125 7018 -91 1820.4744116017457 1823.022913640468 150 TCGA 1 100 100 0.0 0.001 125 7018 -92 1820.2013617454995 1823.067256448257 150 TCGA 1 100 100 0.0 0.001 125 7018 -93 1819.7148107083092 1822.4281858511306 150 TCGA 1 100 100 0.0 0.001 125 7018 -94 1819.507612505799 1821.603421158527 150 TCGA 1 100 100 0.0 0.001 125 7018 -95 1819.2943158290764 1821.2259883401382 150 TCGA 1 100 100 0.0 0.001 125 7018 -96 1819.0932576856198 1820.9663159547738 150 TCGA 1 100 100 0.0 0.001 125 7018 -97 1818.921806859177 1821.7811009392667 150 TCGA 1 100 100 0.0 0.001 125 7018 -98 1818.521255549369 1820.3342794293735 150 TCGA 1 100 100 0.0 0.001 125 7018 -99 1818.1700316142897 1820.1445318634187 150 TCGA 1 100 100 0.0 0.001 125 7018 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index fda5708c7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3027.0833268930423 4578.334789180276 150 TCGA 1 100 100 1.0 0.001 125 8453 -1 2042.193988093655 3482.4412663905464 150 TCGA 1 100 100 1.0 0.001 125 8453 -2 1982.8665761537804 2712.0843610140546 150 TCGA 1 100 100 1.0 0.001 125 8453 -3 1957.9106937735883 2107.108361632381 150 TCGA 1 100 100 1.0 0.001 125 8453 -4 1939.4222420284639 2067.895499224639 150 TCGA 1 100 100 1.0 0.001 125 8453 -5 1926.1104281919718 1926.5570013151696 150 TCGA 1 100 100 1.0 0.001 125 8453 -6 1915.8763965257963 1945.9318430531564 150 TCGA 1 100 100 1.0 0.001 125 8453 -7 1908.2562616115995 1936.431173813403 150 TCGA 1 100 100 1.0 0.001 125 8453 -8 1903.7077184217903 1925.8832983275754 150 TCGA 1 100 100 1.0 0.001 125 8453 -9 1897.479971939225 1894.9310836408606 150 TCGA 1 100 100 1.0 0.001 125 8453 -10 1893.6056089285216 1904.8263068271042 150 TCGA 1 100 100 1.0 0.001 125 8453 -11 1888.3679734426014 1888.9502572677843 150 TCGA 1 100 100 1.0 0.001 125 8453 -12 1885.1695618772628 1878.438649546561 150 TCGA 1 100 100 1.0 0.001 125 8453 -13 1882.201040021622 1890.1457402981705 150 TCGA 1 100 100 1.0 0.001 125 8453 -14 1879.1832912788684 1881.3858691651617 150 TCGA 1 100 100 1.0 0.001 125 8453 -15 1877.7616379375183 1873.900982574003 150 TCGA 1 100 100 1.0 0.001 125 8453 -16 1874.7940903961799 1873.6778355890783 150 TCGA 1 100 100 1.0 0.001 125 8453 -17 1872.561158480103 1875.9258603810065 150 TCGA 1 100 100 1.0 0.001 125 8453 -18 1870.7884824786659 1866.0566915387485 150 TCGA 1 100 100 1.0 0.001 125 8453 -19 1869.7466679805225 1863.0924691818468 150 TCGA 1 100 100 1.0 0.001 125 8453 -20 1866.6553354059988 1863.210862662924 150 TCGA 1 100 100 1.0 0.001 125 8453 -21 1865.7551292830751 1861.3042059663553 150 TCGA 1 100 100 1.0 0.001 125 8453 -22 1863.057527218723 1860.281308888191 150 TCGA 1 100 100 1.0 0.001 125 8453 -23 1862.5140271992113 1857.915723024301 150 TCGA 1 100 100 1.0 0.001 125 8453 -24 1861.6148010996492 1862.353125490735 150 TCGA 1 100 100 1.0 0.001 125 8453 -25 1860.3124508257888 1853.5712277206344 150 TCGA 1 100 100 1.0 0.001 125 8453 -26 1858.7932543937138 1858.7724652314305 150 TCGA 1 100 100 1.0 0.001 125 8453 -27 1856.8749029732453 1857.8258768206265 150 TCGA 1 100 100 1.0 0.001 125 8453 -28 1856.2492254618915 1851.828012744386 150 TCGA 1 100 100 1.0 0.001 125 8453 -29 1855.299958273454 1857.9470024683967 150 TCGA 1 100 100 1.0 0.001 125 8453 -30 1854.3453292020638 1849.453574022456 150 TCGA 1 100 100 1.0 0.001 125 8453 -31 1852.5789503473725 1847.6176267077576 150 TCGA 1 100 100 1.0 0.001 125 8453 -32 1852.0893738085915 1846.778341782153 150 TCGA 1 100 100 1.0 0.001 125 8453 -33 1851.3348185380319 1852.408782192211 150 TCGA 1 100 100 1.0 0.001 125 8453 -34 1850.318016368186 1846.8795258028424 150 TCGA 1 100 100 1.0 0.001 125 8453 -35 1849.5392211273668 1844.902577462508 150 TCGA 1 100 100 1.0 0.001 125 8453 -36 1847.8925463641006 1845.4196378621623 150 TCGA 1 100 100 1.0 0.001 125 8453 -37 1847.5008207964756 1846.0613731499293 150 TCGA 1 100 100 1.0 0.001 125 8453 -38 1847.2847855154166 1841.7637638877984 150 TCGA 1 100 100 1.0 0.001 125 8453 -39 1845.259249043712 1842.1643078674624 150 TCGA 1 100 100 1.0 0.001 125 8453 -40 1845.2386791945862 1841.231468622409 150 TCGA 1 100 100 1.0 0.001 125 8453 -41 1844.491919146969 1840.064930978133 150 TCGA 1 100 100 1.0 0.001 125 8453 -42 1843.4872086690277 1843.317061994543 150 TCGA 1 100 100 1.0 0.001 125 8453 -43 1842.36678663957 1841.126618198414 150 TCGA 1 100 100 1.0 0.001 125 8453 -44 1842.524446055032 1836.7730804903424 150 TCGA 1 100 100 1.0 0.001 125 8453 -45 1841.5469084640795 1836.755574135325 150 TCGA 1 100 100 1.0 0.001 125 8453 -46 1840.720297373037 1837.2604912992697 150 TCGA 1 100 100 1.0 0.001 125 8453 -47 1839.9644425625593 1838.2282352926743 150 TCGA 1 100 100 1.0 0.001 125 8453 -48 1839.6890151488726 1836.3606791280622 150 TCGA 1 100 100 1.0 0.001 125 8453 -49 1838.8117699489515 1834.762164091944 150 TCGA 1 100 100 1.0 0.001 125 8453 -50 1838.3470110445633 1834.3562416575062 150 TCGA 1 100 100 1.0 0.001 125 8453 -51 1837.8514637700653 1833.2951770571608 150 TCGA 1 100 100 1.0 0.001 125 8453 -52 1836.817590559576 1832.345008121663 150 TCGA 1 100 100 1.0 0.001 125 8453 -53 1836.5111980129532 1832.1074997791693 150 TCGA 1 100 100 1.0 0.001 125 8453 -54 1835.5306772819015 1832.1191933790044 150 TCGA 1 100 100 1.0 0.001 125 8453 -55 1835.3827752752993 1833.8676451103172 150 TCGA 1 100 100 1.0 0.001 125 8453 -56 1834.956706596653 1831.6798028227072 150 TCGA 1 100 100 1.0 0.001 125 8453 -57 1834.159957182329 1831.774538586487 150 TCGA 1 100 100 1.0 0.001 125 8453 -58 1833.6668972999394 1829.5128370122095 150 TCGA 1 100 100 1.0 0.001 125 8453 -59 1833.4196094436722 1833.95109887818 150 TCGA 1 100 100 1.0 0.001 125 8453 -60 1832.6838498128845 1829.676613659116 150 TCGA 1 100 100 1.0 0.001 125 8453 -61 1832.026488808173 1827.619425864675 150 TCGA 1 100 100 1.0 0.001 125 8453 -62 1831.7812906991878 1829.5069402186714 150 TCGA 1 100 100 1.0 0.001 125 8453 -63 1831.2381086701832 1827.3250039258794 150 TCGA 1 100 100 1.0 0.001 125 8453 -64 1830.5918220956885 1831.069740180394 150 TCGA 1 100 100 1.0 0.001 125 8453 -65 1830.3440132298658 1827.76291430296 150 TCGA 1 100 100 1.0 0.001 125 8453 -66 1830.273732518016 1830.1742158055904 150 TCGA 1 100 100 1.0 0.001 125 8453 -67 1829.432958586512 1825.1027605066347 150 TCGA 1 100 100 1.0 0.001 125 8453 -68 1828.8375931680303 1825.5330135786353 150 TCGA 1 100 100 1.0 0.001 125 8453 -69 1828.4040135339856 1825.8547584111966 150 TCGA 1 100 100 1.0 0.001 125 8453 -70 1828.1013355138034 1825.2011295491127 150 TCGA 1 100 100 1.0 0.001 125 8453 -71 1827.8448894001274 1825.4919586948413 150 TCGA 1 100 100 1.0 0.001 125 8453 -72 1827.384172495993 1824.2480223382538 150 TCGA 1 100 100 1.0 0.001 125 8453 -73 1827.092398438154 1823.5508444321215 150 TCGA 1 100 100 1.0 0.001 125 8453 -74 1826.7008232000032 1823.6592422562028 150 TCGA 1 100 100 1.0 0.001 125 8453 -75 1826.2175823952127 1823.5727962321373 150 TCGA 1 100 100 1.0 0.001 125 8453 -76 1825.8420885547835 1824.9746474069566 150 TCGA 1 100 100 1.0 0.001 125 8453 -77 1825.4470649359016 1821.8389058328753 150 TCGA 1 100 100 1.0 0.001 125 8453 -78 1825.1641263488095 1822.136483810655 150 TCGA 1 100 100 1.0 0.001 125 8453 -79 1824.7714083450476 1822.793551497723 150 TCGA 1 100 100 1.0 0.001 125 8453 -80 1824.4295179722817 1821.701711683417 150 TCGA 1 100 100 1.0 0.001 125 8453 -81 1823.927481118956 1820.776397245014 150 TCGA 1 100 100 1.0 0.001 125 8453 -82 1823.9603861057142 1820.3867359257224 150 TCGA 1 100 100 1.0 0.001 125 8453 -83 1823.3039240529993 1820.1299975217887 150 TCGA 1 100 100 1.0 0.001 125 8453 -84 1823.0397246963598 1819.53354541261 150 TCGA 1 100 100 1.0 0.001 125 8453 -85 1822.7975747616965 1819.199496628651 150 TCGA 1 100 100 1.0 0.001 125 8453 -86 1822.423577198906 1819.513295849364 150 TCGA 1 100 100 1.0 0.001 125 8453 -87 1822.083066156632 1819.0698450749842 150 TCGA 1 100 100 1.0 0.001 125 8453 -88 1821.637837425834 1818.2076483491678 150 TCGA 1 100 100 1.0 0.001 125 8453 -89 1821.4532460211537 1818.904022676861 150 TCGA 1 100 100 1.0 0.001 125 8453 -90 1821.4382485271444 1818.335228388034 150 TCGA 1 100 100 1.0 0.001 125 8453 -91 1820.7372845763514 1818.7491240381596 150 TCGA 1 100 100 1.0 0.001 125 8453 -92 1820.616818046208 1817.5926495269316 150 TCGA 1 100 100 1.0 0.001 125 8453 -93 1820.2823637434249 1817.4281453654994 150 TCGA 1 100 100 1.0 0.001 125 8453 -94 1819.9998405959832 1818.6915283203125 150 TCGA 1 100 100 1.0 0.001 125 8453 -95 1819.6922871891657 1817.181670682514 150 TCGA 1 100 100 1.0 0.001 125 8453 -96 1819.350232793359 1818.5752535872723 150 TCGA 1 100 100 1.0 0.001 125 8453 -97 1819.218082462468 1818.06061987182 150 TCGA 1 100 100 1.0 0.001 125 8453 -98 1819.0250418955013 1817.966533104978 150 TCGA 1 100 100 1.0 0.001 125 8453 -99 1818.6044264720053 1815.7216373616127 150 TCGA 1 100 100 1.0 0.001 125 8453 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 14a394aab..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3039.6238078012943 4302.581646023084 150 TCGA 1 50 100 0.5 0.001 125 3830 -1 2042.5276721639684 3190.768061498901 150 TCGA 1 50 100 0.5 0.001 125 3830 -2 1982.1061497630917 2577.8364711742306 150 TCGA 1 50 100 0.5 0.001 125 3830 -3 1960.5877704349982 2305.412963253769 150 TCGA 1 50 100 0.5 0.001 125 3830 -4 1941.4382484045154 2152.977209043263 150 TCGA 1 50 100 0.5 0.001 125 3830 -5 1927.1020631258982 2039.1696176193468 150 TCGA 1 50 100 0.5 0.001 125 3830 -6 1918.608524091303 2002.3485352789337 150 TCGA 1 50 100 0.5 0.001 125 3830 -7 1909.6730170025864 1921.9668925683104 150 TCGA 1 50 100 0.5 0.001 125 3830 -8 1904.3121568978079 1926.39678556356 150 TCGA 1 50 100 0.5 0.001 125 3830 -9 1898.5255887116396 1921.230905504083 150 TCGA 1 50 100 0.5 0.001 125 3830 -10 1892.4670374457598 1908.5431098362908 150 TCGA 1 50 100 0.5 0.001 125 3830 -11 1890.0962823288078 1884.585728937657 150 TCGA 1 50 100 0.5 0.001 125 3830 -12 1884.8178918997962 1888.6180689826083 150 TCGA 1 50 100 0.5 0.001 125 3830 -13 1883.176497580231 1881.0845444262327 150 TCGA 1 50 100 0.5 0.001 125 3830 -14 1880.9112680313617 1878.7133924014604 150 TCGA 1 50 100 0.5 0.001 125 3830 -15 1877.9263939315126 1882.6062692613457 150 TCGA 1 50 100 0.5 0.001 125 3830 -16 1875.1102010013935 1877.8312583424938 150 TCGA 1 50 100 0.5 0.001 125 3830 -17 1872.7425475658642 1873.3902532682946 150 TCGA 1 50 100 0.5 0.001 125 3830 -18 1870.9673917753141 1871.8756937764997 150 TCGA 1 50 100 0.5 0.001 125 3830 -19 1869.3042692943854 1871.4070100257145 150 TCGA 1 50 100 0.5 0.001 125 3830 -20 1868.3049097309183 1883.5288368110082 150 TCGA 1 50 100 0.5 0.001 125 3830 -21 1865.798467514118 1868.682681596459 150 TCGA 1 50 100 0.5 0.001 125 3830 -22 1864.47387819304 1861.1331719633322 150 TCGA 1 50 100 0.5 0.001 125 3830 -23 1862.92938120012 1861.6545085044363 150 TCGA 1 50 100 0.5 0.001 125 3830 -24 1860.8373843172935 1861.766357421875 150 TCGA 1 50 100 0.5 0.001 125 3830 -25 1861.0476629864172 1859.7253589725974 150 TCGA 1 50 100 0.5 0.001 125 3830 -26 1858.8267550574362 1856.4001863565877 150 TCGA 1 50 100 0.5 0.001 125 3830 -27 1857.3075924300765 1854.7297369415437 150 TCGA 1 50 100 0.5 0.001 125 3830 -28 1856.7794812816983 1853.865239895768 150 TCGA 1 50 100 0.5 0.001 125 3830 -29 1855.279528834482 1859.5355586526382 150 TCGA 1 50 100 0.5 0.001 125 3830 -30 1853.7814217895414 1855.2764506124372 150 TCGA 1 50 100 0.5 0.001 125 3830 -31 1852.7829687129388 1853.5179989301978 150 TCGA 1 50 100 0.5 0.001 125 3830 -32 1851.6862680013855 1851.1801843691112 150 TCGA 1 50 100 0.5 0.001 125 3830 -33 1850.987053638777 1850.7792803126963 150 TCGA 1 50 100 0.5 0.001 125 3830 -34 1850.3752472472252 1849.274387685498 150 TCGA 1 50 100 0.5 0.001 125 3830 -35 1848.8955191624912 1850.2353902078753 150 TCGA 1 50 100 0.5 0.001 125 3830 -36 1848.2516513623914 1847.3659030013348 150 TCGA 1 50 100 0.5 0.001 125 3830 -37 1847.1882991456523 1846.1957069281957 150 TCGA 1 50 100 0.5 0.001 125 3830 -38 1846.4008630871147 1846.8609784763662 150 TCGA 1 50 100 0.5 0.001 125 3830 -39 1845.6874061479728 1845.0233461006203 150 TCGA 1 50 100 0.5 0.001 125 3830 -40 1844.927912391367 1844.984973696608 150 TCGA 1 50 100 0.5 0.001 125 3830 -41 1844.3100247481582 1843.196944807043 150 TCGA 1 50 100 0.5 0.001 125 3830 -42 1843.778763302789 1843.79969059163 150 TCGA 1 50 100 0.5 0.001 125 3830 -43 1842.7798758744261 1843.5694868384894 150 TCGA 1 50 100 0.5 0.001 125 3830 -44 1841.8324665419157 1841.4158168773556 150 TCGA 1 50 100 0.5 0.001 125 3830 -45 1841.6361695630355 1844.2918774782113 150 TCGA 1 50 100 0.5 0.001 125 3830 -46 1840.8814035205519 1839.4888419146514 150 TCGA 1 50 100 0.5 0.001 125 3830 -47 1839.7129310108028 1840.598018167007 150 TCGA 1 50 100 0.5 0.001 125 3830 -48 1839.732337301897 1839.5589906318703 150 TCGA 1 50 100 0.5 0.001 125 3830 -49 1838.4206122760195 1838.3070663375472 150 TCGA 1 50 100 0.5 0.001 125 3830 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index 99879fe82..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3031.8160793757065 4793.351449630967 150 TCGA 1 50 100 0.0 0.001 125 9697 -1 2049.2158720346683 3679.9147495288944 150 TCGA 1 50 100 0.0 0.001 125 9697 -2 1984.6224786941727 2586.7139444782506 150 TCGA 1 50 100 0.0 0.001 125 9697 -3 1958.0112640963348 2455.216400606548 150 TCGA 1 50 100 0.0 0.001 125 9697 -4 1942.162536832288 2039.509211707954 150 TCGA 1 50 100 0.0 0.001 125 9697 -5 1929.8840056524864 1978.317967400479 150 TCGA 1 50 100 0.0 0.001 125 9697 -6 1919.8687109740163 1959.600715982255 150 TCGA 1 50 100 0.0 0.001 125 9697 -7 1912.0897263259624 1929.128278722715 150 TCGA 1 50 100 0.0 0.001 125 9697 -8 1905.592074684086 1923.316279885757 150 TCGA 1 50 100 0.0 0.001 125 9697 -9 1898.860350199956 1897.0319750608512 150 TCGA 1 50 100 0.0 0.001 125 9697 -10 1893.9162719603933 1894.976312838607 150 TCGA 1 50 100 0.0 0.001 125 9697 -11 1889.3563827444818 1891.180954209524 150 TCGA 1 50 100 0.0 0.001 125 9697 -12 1886.0571983414898 1891.9571778570587 150 TCGA 1 50 100 0.0 0.001 125 9697 -13 1882.9625472639245 1881.8023749116678 150 TCGA 1 50 100 0.0 0.001 125 9697 -14 1880.1542703598948 1886.091420849364 150 TCGA 1 50 100 0.0 0.001 125 9697 -15 1878.5009733877725 1881.9214253641253 150 TCGA 1 50 100 0.0 0.001 125 9697 -16 1874.6270891341371 1878.134980934948 150 TCGA 1 50 100 0.0 0.001 125 9697 -17 1873.7086272794816 1875.0297931306925 150 TCGA 1 50 100 0.0 0.001 125 9697 -18 1871.6183966351268 1873.3573151401538 150 TCGA 1 50 100 0.0 0.001 125 9697 -19 1869.2994996002842 1872.0922728878768 150 TCGA 1 50 100 0.0 0.001 125 9697 -20 1867.5953776813774 1871.7810929648242 150 TCGA 1 50 100 0.0 0.001 125 9697 -21 1865.2713733821697 1868.5858700239478 150 TCGA 1 50 100 0.0 0.001 125 9697 -22 1864.265395711104 1865.478198487555 150 TCGA 1 50 100 0.0 0.001 125 9697 -23 1862.6855537013453 1868.9805423602386 150 TCGA 1 50 100 0.0 0.001 125 9697 -24 1861.4174177781028 1861.7531787354742 150 TCGA 1 50 100 0.0 0.001 125 9697 -25 1859.7550748494443 1863.0224419215217 150 TCGA 1 50 100 0.0 0.001 125 9697 -26 1857.8108060989866 1861.2568469790358 150 TCGA 1 50 100 0.0 0.001 125 9697 -27 1857.9861966258834 1858.7770824336526 150 TCGA 1 50 100 0.0 0.001 125 9697 -28 1856.6903097155052 1860.4390715785962 150 TCGA 1 50 100 0.0 0.001 125 9697 -29 1855.5675627091778 1857.7566739949748 150 TCGA 1 50 100 0.0 0.001 125 9697 -30 1854.305718346251 1855.6225487790516 150 TCGA 1 50 100 0.0 0.001 125 9697 -31 1852.5442422380777 1857.7214146906408 150 TCGA 1 50 100 0.0 0.001 125 9697 -32 1852.36116350244 1852.510449586801 150 TCGA 1 50 100 0.0 0.001 125 9697 -33 1851.402308500988 1852.474142563403 150 TCGA 1 50 100 0.0 0.001 125 9697 -34 1850.5099629622403 1853.693072295069 150 TCGA 1 50 100 0.0 0.001 125 9697 -35 1849.4397342041914 1850.004449738929 150 TCGA 1 50 100 0.0 0.001 125 9697 -36 1848.2074877430996 1851.9530900351367 150 TCGA 1 50 100 0.0 0.001 125 9697 -37 1847.0775305357 1849.0650150164886 150 TCGA 1 50 100 0.0 0.001 125 9697 -38 1846.7687854888197 1848.8081422738694 150 TCGA 1 50 100 0.0 0.001 125 9697 -39 1845.583584481976 1848.727724314934 150 TCGA 1 50 100 0.0 0.001 125 9697 -40 1845.2489581988957 1846.585032094064 150 TCGA 1 50 100 0.0 0.001 125 9697 -41 1843.992556885665 1850.6291031573885 150 TCGA 1 50 100 0.0 0.001 125 9697 -42 1843.2505327138083 1847.2981288277324 150 TCGA 1 50 100 0.0 0.001 125 9697 -43 1842.7425740809695 1849.154665539612 150 TCGA 1 50 100 0.0 0.001 125 9697 -44 1842.246562437868 1842.8034729310616 150 TCGA 1 50 100 0.0 0.001 125 9697 -45 1841.341166752925 1844.636540245171 150 TCGA 1 50 100 0.0 0.001 125 9697 -46 1840.268843846577 1843.4116928637327 150 TCGA 1 50 100 0.0 0.001 125 9697 -47 1839.881132592313 1842.5788623292242 150 TCGA 1 50 100 0.0 0.001 125 9697 -48 1839.222194878993 1841.9686193418263 150 TCGA 1 50 100 0.0 0.001 125 9697 -49 1838.3297523816177 1839.0781955431455 150 TCGA 1 50 100 0.0 0.001 125 9697 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 4023c8d1b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3048.884233197326 4495.304486298681 150 TCGA 1 50 100 1.0 0.001 125 3484 -1 2047.830582157258 3370.6111772240106 150 TCGA 1 50 100 1.0 0.001 125 3484 -2 1986.613028361843 2925.976071765075 150 TCGA 1 50 100 1.0 0.001 125 3484 -3 1957.9347989064986 2172.519629396985 150 TCGA 1 50 100 1.0 0.001 125 3484 -4 1940.2364427421971 1998.333159326908 150 TCGA 1 50 100 1.0 0.001 125 3484 -5 1926.7532502668405 2049.099033988301 150 TCGA 1 50 100 1.0 0.001 125 3484 -6 1919.1411466363259 1951.1983243855998 150 TCGA 1 50 100 1.0 0.001 125 3484 -7 1910.1779533766892 1931.9385219554806 150 TCGA 1 50 100 1.0 0.001 125 3484 -8 1904.7966400292958 1929.3625733648712 150 TCGA 1 50 100 1.0 0.001 125 3484 -9 1897.7396129459553 1906.83278882204 150 TCGA 1 50 100 1.0 0.001 125 3484 -10 1892.1463753578585 1899.9177319703988 150 TCGA 1 50 100 1.0 0.001 125 3484 -11 1890.709020523291 1894.61452710329 150 TCGA 1 50 100 1.0 0.001 125 3484 -12 1886.141870133538 1895.7208006585663 150 TCGA 1 50 100 1.0 0.001 125 3484 -13 1882.9478562605516 1881.655558677175 150 TCGA 1 50 100 1.0 0.001 125 3484 -14 1880.067500277414 1877.9498971910332 150 TCGA 1 50 100 1.0 0.001 125 3484 -15 1876.5806499983214 1873.6311163974167 150 TCGA 1 50 100 1.0 0.001 125 3484 -16 1875.5290504589266 1880.3411122997802 150 TCGA 1 50 100 1.0 0.001 125 3484 -17 1872.7594395682327 1869.9813772230293 150 TCGA 1 50 100 1.0 0.001 125 3484 -18 1871.4381647306916 1870.643230189031 150 TCGA 1 50 100 1.0 0.001 125 3484 -19 1868.872055528898 1876.0200544961133 150 TCGA 1 50 100 1.0 0.001 125 3484 -20 1866.7971523321955 1881.963523059634 150 TCGA 1 50 100 1.0 0.001 125 3484 -21 1865.9601882234563 1863.4003587272298 150 TCGA 1 50 100 1.0 0.001 125 3484 -22 1864.6452907592488 1866.484025964785 150 TCGA 1 50 100 1.0 0.001 125 3484 -23 1863.1198389287745 1865.0154158242383 150 TCGA 1 50 100 1.0 0.001 125 3484 -24 1861.45077319464 1862.863181262759 150 TCGA 1 50 100 1.0 0.001 125 3484 -25 1860.222736013323 1858.623540677018 150 TCGA 1 50 100 1.0 0.001 125 3484 -26 1859.3026696541624 1860.193938442211 150 TCGA 1 50 100 1.0 0.001 125 3484 -27 1857.625073413868 1857.1881422493327 150 TCGA 1 50 100 1.0 0.001 125 3484 -28 1856.3055110896908 1855.825954111377 150 TCGA 1 50 100 1.0 0.001 125 3484 -29 1855.3569589506928 1857.3703944527324 150 TCGA 1 50 100 1.0 0.001 125 3484 -30 1854.216447327975 1853.194022480567 150 TCGA 1 50 100 1.0 0.001 125 3484 -31 1853.1389896202493 1851.397715506242 150 TCGA 1 50 100 1.0 0.001 125 3484 -32 1852.2280066603328 1853.398726420187 150 TCGA 1 50 100 1.0 0.001 125 3484 -33 1851.0756807869095 1853.1501139731863 150 TCGA 1 50 100 1.0 0.001 125 3484 -34 1849.8974935431768 1847.9761895414572 150 TCGA 1 50 100 1.0 0.001 125 3484 -35 1849.1511756138207 1851.2925700278738 150 TCGA 1 50 100 1.0 0.001 125 3484 -36 1848.3694519390417 1846.82313729291 150 TCGA 1 50 100 1.0 0.001 125 3484 -37 1847.7993265980788 1846.3590462076006 150 TCGA 1 50 100 1.0 0.001 125 3484 -38 1846.6882259906677 1848.358951127709 150 TCGA 1 50 100 1.0 0.001 125 3484 -39 1845.6479145692574 1843.5203041575062 150 TCGA 1 50 100 1.0 0.001 125 3484 -40 1844.7993147711973 1843.2070318634187 150 TCGA 1 50 100 1.0 0.001 125 3484 -41 1844.324206814115 1843.405535367266 150 TCGA 1 50 100 1.0 0.001 125 3484 -42 1843.4039457337985 1842.908563201751 150 TCGA 1 50 100 1.0 0.001 125 3484 -43 1842.579109805891 1843.9040981273556 150 TCGA 1 50 100 1.0 0.001 125 3484 -44 1842.0595898650056 1840.994174363026 150 TCGA 1 50 100 1.0 0.001 125 3484 -45 1841.180420603147 1842.1869436292793 150 TCGA 1 50 100 1.0 0.001 125 3484 -46 1840.8074361735362 1840.6568959298445 150 TCGA 1 50 100 1.0 0.001 125 3484 -47 1839.663020739772 1840.471485233786 150 TCGA 1 50 100 1.0 0.001 125 3484 -48 1839.5074703379632 1839.911243227858 150 TCGA 1 50 100 1.0 0.001 125 3484 -49 1839.2361979611765 1837.672149198139 150 TCGA 1 50 100 1.0 0.001 125 3484 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index c3ae4d9ef..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2412.3940828231607 2885.4629544205404 50 TCGA 1 100 100 0.5 0.001 125 59 -1 1962.7754774054242 2048.293098794755 50 TCGA 1 100 100 0.5 0.001 125 59 -2 1928.6261245892747 1916.7431984139448 50 TCGA 1 100 100 0.5 0.001 125 59 -3 1905.6928849916983 1921.3504246083935 50 TCGA 1 100 100 0.5 0.001 125 59 -4 1895.4996531916884 1890.7476285234768 50 TCGA 1 100 100 0.5 0.001 125 59 -5 1885.9532840906315 1885.054933480881 50 TCGA 1 100 100 0.5 0.001 125 59 -6 1877.5409446637111 1874.2896943212154 50 TCGA 1 100 100 0.5 0.001 125 59 -7 1873.0766154648084 1870.5348305246937 50 TCGA 1 100 100 0.5 0.001 125 59 -8 1867.5330819539665 1866.4370853289886 50 TCGA 1 100 100 0.5 0.001 125 59 -9 1864.421135165886 1863.2134494493955 50 TCGA 1 100 100 0.5 0.001 125 59 -10 1860.5762367048412 1859.035518167007 50 TCGA 1 100 100 0.5 0.001 125 59 -11 1858.0920711414717 1854.2021656132224 50 TCGA 1 100 100 0.5 0.001 125 59 -12 1855.6125526704989 1850.9730709210114 50 TCGA 1 100 100 0.5 0.001 125 59 -13 1852.8078396773017 1849.430911883637 50 TCGA 1 100 100 0.5 0.001 125 59 -14 1851.214527067535 1848.7997372114478 50 TCGA 1 100 100 0.5 0.001 125 59 -15 1848.0048701272158 1845.9380250863694 50 TCGA 1 100 100 0.5 0.001 125 59 -16 1846.3589573939048 1844.6619265762406 50 TCGA 1 100 100 0.5 0.001 125 59 -17 1844.4931297945197 1843.2691147387327 50 TCGA 1 100 100 0.5 0.001 125 59 -18 1843.653968624537 1841.3537278678548 50 TCGA 1 100 100 0.5 0.001 125 59 -19 1841.7576997903645 1839.812897495289 50 TCGA 1 100 100 0.5 0.001 125 59 -20 1839.7355472510621 1839.1633190365892 50 TCGA 1 100 100 0.5 0.001 125 59 -21 1838.7631047433315 1836.6063575936323 50 TCGA 1 100 100 0.5 0.001 125 59 -22 1837.3717716837425 1836.8139562558888 50 TCGA 1 100 100 0.5 0.001 125 59 -23 1836.1490242250504 1835.4176025390625 50 TCGA 1 100 100 0.5 0.001 125 59 -24 1834.9859519402407 1833.910670908252 50 TCGA 1 100 100 0.5 0.001 125 59 -25 1833.8120146209685 1834.3155327418342 50 TCGA 1 100 100 0.5 0.001 125 59 -26 1833.0170527280527 1836.6629239949748 50 TCGA 1 100 100 0.5 0.001 125 59 -27 1831.8579594258392 1833.963977602858 50 TCGA 1 100 100 0.5 0.001 125 59 -28 1830.770491352969 1830.639760693114 50 TCGA 1 100 100 0.5 0.001 125 59 -29 1830.0143267408735 1833.1740336202497 50 TCGA 1 100 100 0.5 0.001 125 59 -30 1828.69011780119 1828.9824427312342 50 TCGA 1 100 100 0.5 0.001 125 59 -31 1828.3204156854533 1827.4950294686323 50 TCGA 1 100 100 0.5 0.001 125 59 -32 1827.5309608954246 1827.4398156554255 50 TCGA 1 100 100 0.5 0.001 125 59 -33 1826.403800963504 1827.247343283802 50 TCGA 1 100 100 0.5 0.001 125 59 -34 1825.9366973389845 1826.4222037923994 50 TCGA 1 100 100 0.5 0.001 125 59 -35 1825.4944028874595 1825.3859409351444 50 TCGA 1 100 100 0.5 0.001 125 59 -36 1824.707362130173 1824.666790986181 50 TCGA 1 100 100 0.5 0.001 125 59 -37 1823.8605258999985 1824.123798926272 50 TCGA 1 100 100 0.5 0.001 125 59 -38 1823.3265753378892 1823.6257170864087 50 TCGA 1 100 100 0.5 0.001 125 59 -39 1823.0769038199846 1822.874041226641 50 TCGA 1 100 100 0.5 0.001 125 59 -40 1822.3089052956743 1824.0083020080874 50 TCGA 1 100 100 0.5 0.001 125 59 -41 1821.7739451838759 1825.0627490479742 50 TCGA 1 100 100 0.5 0.001 125 59 -42 1821.3743808736544 1821.1462015889997 50 TCGA 1 100 100 0.5 0.001 125 59 -43 1820.7626016648544 1821.641553102426 50 TCGA 1 100 100 0.5 0.001 125 59 -44 1820.5171819925974 1821.6467990587705 50 TCGA 1 100 100 0.5 0.001 125 59 -45 1820.3255263153019 1822.2154988811244 50 TCGA 1 100 100 0.5 0.001 125 59 -46 1819.5122369118387 1819.8881842071687 50 TCGA 1 100 100 0.5 0.001 125 59 -47 1819.0493568601798 1819.9468938932946 50 TCGA 1 100 100 0.5 0.001 125 59 -48 1818.4257287511816 1819.8964193526224 50 TCGA 1 100 100 0.5 0.001 125 59 -49 1818.46632998569 1819.3999391488694 50 TCGA 1 100 100 0.5 0.001 125 59 -50 1818.108324560367 1819.2353484954067 50 TCGA 1 100 100 0.5 0.001 125 59 -51 1817.6876086492546 1820.330475620289 50 TCGA 1 100 100 0.5 0.001 125 59 -52 1817.601127725851 1822.221804211487 50 TCGA 1 100 100 0.5 0.001 125 59 -53 1817.6258386730522 1819.0366382694724 50 TCGA 1 100 100 0.5 0.001 125 59 -54 1816.8790710769417 1817.75758430826 50 TCGA 1 100 100 0.5 0.001 125 59 -55 1816.758598183718 1817.0113365901775 50 TCGA 1 100 100 0.5 0.001 125 59 -56 1816.2578947431527 1816.9232711408606 50 TCGA 1 100 100 0.5 0.001 125 59 -57 1816.1599829889112 1816.3841246025047 50 TCGA 1 100 100 0.5 0.001 125 59 -58 1815.7084645099812 1816.3969045667793 50 TCGA 1 100 100 0.5 0.001 125 59 -59 1815.729216081594 1817.3139335593985 50 TCGA 1 100 100 0.5 0.001 125 59 -60 1816.1225337409483 1818.698646430394 50 TCGA 1 100 100 0.5 0.001 125 59 -61 1815.5897553072723 1815.8850122192996 50 TCGA 1 100 100 0.5 0.001 125 59 -62 1815.2015328401433 1815.72521175212 50 TCGA 1 100 100 0.5 0.001 125 59 -63 1814.9104796361812 1816.117458017627 50 TCGA 1 100 100 0.5 0.001 125 59 -64 1814.706651413623 1816.159006703439 50 TCGA 1 100 100 0.5 0.001 125 59 -65 1814.717020427586 1816.857571549152 50 TCGA 1 100 100 0.5 0.001 125 59 -66 1814.7604500308262 1816.0850044902245 50 TCGA 1 100 100 0.5 0.001 125 59 -67 1814.4586418178255 1816.018729511817 50 TCGA 1 100 100 0.5 0.001 125 59 -68 1814.0284644969008 1814.827764923249 50 TCGA 1 100 100 0.5 0.001 125 59 -69 1814.382403178172 1814.5468087507852 50 TCGA 1 100 100 0.5 0.001 125 59 -70 1814.0453534062945 1815.0604057887092 50 TCGA 1 100 100 0.5 0.001 125 59 -71 1813.7106980874025 1814.8933755692526 50 TCGA 1 100 100 0.5 0.001 125 59 -72 1813.80588572115 1817.7274985768688 50 TCGA 1 100 100 0.5 0.001 125 59 -73 1813.6613954155955 1817.071096449042 50 TCGA 1 100 100 0.5 0.001 125 59 -74 1813.4937615107713 1814.7199430992855 50 TCGA 1 100 100 0.5 0.001 125 59 -75 1813.4565025693219 1816.8632628474404 50 TCGA 1 100 100 0.5 0.001 125 59 -76 1813.0447919019325 1814.226412825848 50 TCGA 1 100 100 0.5 0.001 125 59 -77 1813.022799883933 1814.8692240499372 50 TCGA 1 100 100 0.5 0.001 125 59 -78 1813.1747834999417 1813.7478837056376 50 TCGA 1 100 100 0.5 0.001 125 59 -79 1813.1001990703962 1813.81346736122 50 TCGA 1 100 100 0.5 0.001 125 59 -80 1813.099112468847 1814.0294318271042 50 TCGA 1 100 100 0.5 0.001 125 59 -81 1812.9013471036021 1815.7596024556376 50 TCGA 1 100 100 0.5 0.001 125 59 -82 1812.9162341770495 1814.3273128336998 50 TCGA 1 100 100 0.5 0.001 125 59 -83 1812.6347831200644 1814.7430745033762 50 TCGA 1 100 100 0.5 0.001 125 59 -84 1812.4873460543342 1814.4454989792714 50 TCGA 1 100 100 0.5 0.001 125 59 -85 1812.7082233260767 1813.3709913090845 50 TCGA 1 100 100 0.5 0.001 125 59 -86 1812.4094778257418 1814.0926955333307 50 TCGA 1 100 100 0.5 0.001 125 59 -87 1812.507229753578 1815.7732872124293 50 TCGA 1 100 100 0.5 0.001 125 59 -88 1812.631252850442 1814.6035242128612 50 TCGA 1 100 100 0.5 0.001 125 59 -89 1812.3441804821357 1813.5163175496623 50 TCGA 1 100 100 0.5 0.001 125 59 -90 1812.3492415153844 1813.5455303863066 50 TCGA 1 100 100 0.5 0.001 125 59 -91 1812.4792826691169 1815.3025748861494 50 TCGA 1 100 100 0.5 0.001 125 59 -92 1812.0620452645821 1813.5111654463724 50 TCGA 1 100 100 0.5 0.001 125 59 -93 1812.0418743001974 1814.3592455686637 50 TCGA 1 100 100 0.5 0.001 125 59 -94 1811.9175368099422 1813.5003913611024 50 TCGA 1 100 100 0.5 0.001 125 59 -95 1811.9778522977288 1815.058597430512 50 TCGA 1 100 100 0.5 0.001 125 59 -96 1812.0282397589017 1815.0863018706816 50 TCGA 1 100 100 0.5 0.001 125 59 -97 1811.7714773442733 1814.026652427175 50 TCGA 1 100 100 0.5 0.001 125 59 -98 1812.031378160884 1813.8990981518923 50 TCGA 1 100 100 0.5 0.001 125 59 -99 1811.7882237179442 1813.6194497880026 50 TCGA 1 100 100 0.5 0.001 125 59 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index bd300ee87..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2407.214053719767 2293.8365815895886 50 TCGA 1 100 100 0.0 0.001 125 8228 -1 1961.8895790703875 2010.5353997772063 50 TCGA 1 100 100 0.0 0.001 125 8228 -2 1929.114000591453 1917.6695900155073 50 TCGA 1 100 100 0.0 0.001 125 8228 -3 1909.371218872411 1897.8566354722832 50 TCGA 1 100 100 0.0 0.001 125 8228 -4 1895.2147038576127 1883.0384840462077 50 TCGA 1 100 100 0.0 0.001 125 8228 -5 1886.2463941364392 1876.1106276008952 50 TCGA 1 100 100 0.0 0.001 125 8228 -6 1878.0503978982597 1872.39509252807 50 TCGA 1 100 100 0.0 0.001 125 8228 -7 1873.6856678007755 1866.1354225963803 50 TCGA 1 100 100 0.0 0.001 125 8228 -8 1868.4072160572862 1861.2678142911825 50 TCGA 1 100 100 0.0 0.001 125 8228 -9 1863.8549780297963 1862.527373807514 50 TCGA 1 100 100 0.0 0.001 125 8228 -10 1861.3144733587776 1853.6982090628926 50 TCGA 1 100 100 0.0 0.001 125 8228 -11 1858.2595403556088 1854.1151552439935 50 TCGA 1 100 100 0.0 0.001 125 8228 -12 1854.8279645877008 1848.8744571244897 50 TCGA 1 100 100 0.0 0.001 125 8228 -13 1852.6828919989894 1844.980812877866 50 TCGA 1 100 100 0.0 0.001 125 8228 -14 1850.0948164631498 1845.9631629828832 50 TCGA 1 100 100 0.0 0.001 125 8228 -15 1848.304071766389 1842.9070186135757 50 TCGA 1 100 100 0.0 0.001 125 8228 -16 1846.9752740648153 1841.8032735699985 50 TCGA 1 100 100 0.0 0.001 125 8228 -17 1845.0814276975318 1840.3345444262327 50 TCGA 1 100 100 0.0 0.001 125 8228 -18 1843.478989463284 1840.6336860081658 50 TCGA 1 100 100 0.0 0.001 125 8228 -19 1842.1560590394654 1837.719214971341 50 TCGA 1 100 100 0.0 0.001 125 8228 -20 1840.3708654421357 1836.883997624843 50 TCGA 1 100 100 0.0 0.001 125 8228 -21 1839.053473800351 1835.5977635982647 50 TCGA 1 100 100 0.0 0.001 125 8228 -22 1837.7485551038935 1833.217657501374 50 TCGA 1 100 100 0.0 0.001 125 8228 -23 1836.2539412265032 1833.1847690601444 50 TCGA 1 100 100 0.0 0.001 125 8228 -24 1834.8534626220403 1831.4315338901538 50 TCGA 1 100 100 0.0 0.001 125 8228 -25 1834.0883766853033 1833.3132526646907 50 TCGA 1 100 100 0.0 0.001 125 8228 -26 1832.9981004229771 1829.390018942368 50 TCGA 1 100 100 0.0 0.001 125 8228 -27 1832.036678974617 1828.1512383695822 50 TCGA 1 100 100 0.0 0.001 125 8228 -28 1831.1118876945495 1828.1526774497488 50 TCGA 1 100 100 0.0 0.001 125 8228 -29 1830.2351207339293 1826.287082997998 50 TCGA 1 100 100 0.0 0.001 125 8228 -30 1829.3546417539494 1827.5866613340138 50 TCGA 1 100 100 0.0 0.001 125 8228 -31 1828.7317072751998 1825.5608646258636 50 TCGA 1 100 100 0.0 0.001 125 8228 -32 1828.0617608607834 1824.5723331010522 50 TCGA 1 100 100 0.0 0.001 125 8228 -33 1826.8372299274386 1824.1460034547738 50 TCGA 1 100 100 0.0 0.001 125 8228 -34 1826.295978827593 1823.8573353829695 50 TCGA 1 100 100 0.0 0.001 125 8228 -35 1825.460013395442 1823.3310730900596 50 TCGA 1 100 100 0.0 0.001 125 8228 -36 1824.5605520254162 1821.9104194066033 50 TCGA 1 100 100 0.0 0.001 125 8228 -37 1824.202747956838 1820.7162460250472 50 TCGA 1 100 100 0.0 0.001 125 8228 -38 1823.6086370053201 1822.9572852053234 50 TCGA 1 100 100 0.0 0.001 125 8228 -39 1823.046251731521 1820.4076130162532 50 TCGA 1 100 100 0.0 0.001 125 8228 -40 1822.4692539232547 1819.524439212665 50 TCGA 1 100 100 0.0 0.001 125 8228 -41 1822.0215558540556 1818.3811378670698 50 TCGA 1 100 100 0.0 0.001 125 8228 -42 1821.631195405589 1818.8438598019393 50 TCGA 1 100 100 0.0 0.001 125 8228 -43 1821.1361104967552 1818.358811881674 50 TCGA 1 100 100 0.0 0.001 125 8228 -44 1820.5538126650313 1817.5821870583386 50 TCGA 1 100 100 0.0 0.001 125 8228 -45 1820.0966699998125 1818.1443140997958 50 TCGA 1 100 100 0.0 0.001 125 8228 -46 1819.8066522747508 1817.1275119493955 50 TCGA 1 100 100 0.0 0.001 125 8228 -47 1819.4487713723195 1817.0953534763662 50 TCGA 1 100 100 0.0 0.001 125 8228 -48 1819.0176107988038 1816.4206849678078 50 TCGA 1 100 100 0.0 0.001 125 8228 -49 1818.5560733979535 1816.6338553117148 50 TCGA 1 100 100 0.0 0.001 125 8228 -50 1818.4988624529324 1816.889725114832 50 TCGA 1 100 100 0.0 0.001 125 8228 -51 1818.1654628681704 1815.769066278659 50 TCGA 1 100 100 0.0 0.001 125 8228 -52 1817.6181501373007 1815.0411610052215 50 TCGA 1 100 100 0.0 0.001 125 8228 -53 1817.4372919667896 1815.029905999725 50 TCGA 1 100 100 0.0 0.001 125 8228 -54 1817.0637144354228 1817.4036718013897 50 TCGA 1 100 100 0.0 0.001 125 8228 -55 1817.0674537465381 1815.893898815366 50 TCGA 1 100 100 0.0 0.001 125 8228 -56 1816.734538409896 1815.3841270561793 50 TCGA 1 100 100 0.0 0.001 125 8228 -57 1816.5583968215228 1816.9851601758794 50 TCGA 1 100 100 0.0 0.001 125 8228 -58 1816.0900830672194 1813.7692914033055 50 TCGA 1 100 100 0.0 0.001 125 8228 -59 1816.0063206370035 1817.7703372821136 50 TCGA 1 100 100 0.0 0.001 125 8228 -60 1815.50076093992 1813.513356577811 50 TCGA 1 100 100 0.0 0.001 125 8228 -61 1815.754918620155 1814.636424922464 50 TCGA 1 100 100 0.0 0.001 125 8228 -62 1815.4701248068457 1813.4597198639683 50 TCGA 1 100 100 0.0 0.001 125 8228 -63 1815.188631388369 1813.2904733629082 50 TCGA 1 100 100 0.0 0.001 125 8228 -64 1815.4492592039298 1814.4704209524184 50 TCGA 1 100 100 0.0 0.001 125 8228 -65 1814.9791588002463 1814.253219834524 50 TCGA 1 100 100 0.0 0.001 125 8228 -66 1814.4221943939274 1813.2206381026224 50 TCGA 1 100 100 0.0 0.001 125 8228 -67 1814.806219217407 1815.5002527284862 50 TCGA 1 100 100 0.0 0.001 125 8228 -68 1814.3029524229084 1812.208674598579 50 TCGA 1 100 100 0.0 0.001 125 8228 -69 1814.4360732802297 1812.0363567103093 50 TCGA 1 100 100 0.0 0.001 125 8228 -70 1814.2644410174344 1812.724124774262 50 TCGA 1 100 100 0.0 0.001 125 8228 -71 1814.0827876117721 1812.2824664091945 50 TCGA 1 100 100 0.0 0.001 125 8228 -72 1813.810814614886 1811.963161142627 50 TCGA 1 100 100 0.0 0.001 125 8228 -73 1814.058724853979 1811.291383062775 50 TCGA 1 100 100 0.0 0.001 125 8228 -74 1813.7601525874818 1811.404414651382 50 TCGA 1 100 100 0.0 0.001 125 8228 -75 1813.7651231205614 1811.077780872134 50 TCGA 1 100 100 0.0 0.001 125 8228 -76 1813.6806914768842 1813.1648722126256 50 TCGA 1 100 100 0.0 0.001 125 8228 -77 1813.6339540938231 1811.1209587978958 50 TCGA 1 100 100 0.0 0.001 125 8228 -78 1813.2718566901344 1811.348782486652 50 TCGA 1 100 100 0.0 0.001 125 8228 -79 1813.3554700989184 1810.673491358158 50 TCGA 1 100 100 0.0 0.001 125 8228 -80 1813.3258919812217 1811.2264367491755 50 TCGA 1 100 100 0.0 0.001 125 8228 -81 1813.1743740009829 1811.0525055698413 50 TCGA 1 100 100 0.0 0.001 125 8228 -82 1813.248674326489 1811.6169090079302 50 TCGA 1 100 100 0.0 0.001 125 8228 -83 1813.370566772502 1812.2596325131517 50 TCGA 1 100 100 0.0 0.001 125 8228 -84 1813.0299634315004 1811.656159214039 50 TCGA 1 100 100 0.0 0.001 125 8228 -85 1812.6686741526285 1810.944747541418 50 TCGA 1 100 100 0.0 0.001 125 8228 -86 1812.754470983591 1811.8821107490578 50 TCGA 1 100 100 0.0 0.001 125 8228 -87 1812.6687413124198 1811.0637452398712 50 TCGA 1 100 100 0.0 0.001 125 8228 -88 1812.5896691127418 1811.1908866843985 50 TCGA 1 100 100 0.0 0.001 125 8228 -89 1812.878345304281 1812.011583184477 50 TCGA 1 100 100 0.0 0.001 125 8228 -90 1812.5411609403122 1811.242208969653 50 TCGA 1 100 100 0.0 0.001 125 8228 -91 1812.8752492365393 1810.5826741127512 50 TCGA 1 100 100 0.0 0.001 125 8228 -92 1812.4046923942578 1811.253482377709 50 TCGA 1 100 100 0.0 0.001 125 8228 -93 1812.4195610052348 1810.6488411294756 50 TCGA 1 100 100 0.0 0.001 125 8228 -94 1812.5876845129767 1809.8385972832914 50 TCGA 1 100 100 0.0 0.001 125 8228 -95 1812.4688149524702 1811.9499953380182 50 TCGA 1 100 100 0.0 0.001 125 8228 -96 1812.336136717551 1809.8547498233354 50 TCGA 1 100 100 0.0 0.001 125 8228 -97 1812.2253195737833 1809.6027445577497 50 TCGA 1 100 100 0.0 0.001 125 8228 -98 1812.0769223233315 1811.4243421698336 50 TCGA 1 100 100 0.0 0.001 125 8228 -99 1812.1421968307009 1810.3830241294363 50 TCGA 1 100 100 0.0 0.001 125 8228 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index a18529c09..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2412.1502826978935 2599.056904395022 50 TCGA 1 100 100 1.0 0.001 125 9895 -1 1960.9011708585422 1956.3635615823257 50 TCGA 1 100 100 1.0 0.001 125 9895 -2 1926.8429280998637 1923.8528752159234 50 TCGA 1 100 100 1.0 0.001 125 9895 -3 1909.007108500792 1921.5230817171796 50 TCGA 1 100 100 1.0 0.001 125 9895 -4 1896.3185360015723 1889.1380081560144 50 TCGA 1 100 100 1.0 0.001 125 9895 -5 1886.3114580353904 1882.641986175997 50 TCGA 1 100 100 1.0 0.001 125 9895 -6 1879.0810677270456 1874.5210059084484 50 TCGA 1 100 100 1.0 0.001 125 9895 -7 1873.0921297036107 1870.0630250863694 50 TCGA 1 100 100 1.0 0.001 125 9895 -8 1867.6593563821996 1866.2680136522456 50 TCGA 1 100 100 1.0 0.001 125 9895 -9 1864.2970194160332 1864.0843910715687 50 TCGA 1 100 100 1.0 0.001 125 9895 -10 1861.114389475122 1858.625586428235 50 TCGA 1 100 100 1.0 0.001 125 9895 -11 1857.3703679228377 1855.08164786334 50 TCGA 1 100 100 1.0 0.001 125 9895 -12 1854.9751227270588 1852.2528070037688 50 TCGA 1 100 100 1.0 0.001 125 9895 -13 1852.267110799676 1850.684980076162 50 TCGA 1 100 100 1.0 0.001 125 9895 -14 1850.6232095354967 1848.730274296286 50 TCGA 1 100 100 1.0 0.001 125 9895 -15 1847.9472161646547 1849.516672719064 50 TCGA 1 100 100 1.0 0.001 125 9895 -16 1846.4634153270497 1845.5834433397456 50 TCGA 1 100 100 1.0 0.001 125 9895 -17 1844.4825508806612 1844.4394629396984 50 TCGA 1 100 100 1.0 0.001 125 9895 -18 1842.8264718254252 1844.099757208896 50 TCGA 1 100 100 1.0 0.001 125 9895 -19 1841.232156969205 1839.9208285077732 50 TCGA 1 100 100 1.0 0.001 125 9895 -20 1840.6134410627799 1838.7295627306455 50 TCGA 1 100 100 1.0 0.001 125 9895 -21 1838.674170109906 1837.612024968593 50 TCGA 1 100 100 1.0 0.001 125 9895 -22 1837.1994347949687 1835.9432888318545 50 TCGA 1 100 100 1.0 0.001 125 9895 -23 1835.9485112490538 1842.8011333523084 50 TCGA 1 100 100 1.0 0.001 125 9895 -24 1834.927377197729 1836.7335720349795 50 TCGA 1 100 100 1.0 0.001 125 9895 -25 1834.0620293091924 1835.9193219515546 50 TCGA 1 100 100 1.0 0.001 125 9895 -26 1832.4973825121954 1833.680931513034 50 TCGA 1 100 100 1.0 0.001 125 9895 -27 1831.907738497513 1831.6099086742306 50 TCGA 1 100 100 1.0 0.001 125 9895 -28 1830.7442814439173 1832.1298748380575 50 TCGA 1 100 100 1.0 0.001 125 9895 -29 1829.8838984475283 1829.3370557622095 50 TCGA 1 100 100 1.0 0.001 125 9895 -30 1828.935894378209 1831.3113884853958 50 TCGA 1 100 100 1.0 0.001 125 9895 -31 1828.1563792509191 1828.7731062539258 50 TCGA 1 100 100 1.0 0.001 125 9895 -32 1827.7792337074625 1829.4212910254396 50 TCGA 1 100 100 1.0 0.001 125 9895 -33 1826.9693142021988 1826.8324293587077 50 TCGA 1 100 100 1.0 0.001 125 9895 -34 1826.0982446782302 1828.6101172365734 50 TCGA 1 100 100 1.0 0.001 125 9895 -35 1825.1591028672722 1826.6045038424545 50 TCGA 1 100 100 1.0 0.001 125 9895 -36 1824.345668434631 1825.6832661844378 50 TCGA 1 100 100 1.0 0.001 125 9895 -37 1824.32048704188 1825.2468347597362 50 TCGA 1 100 100 1.0 0.001 125 9895 -38 1823.4881244484422 1823.4789836634343 50 TCGA 1 100 100 1.0 0.001 125 9895 -39 1822.8596779888983 1823.959793474207 50 TCGA 1 100 100 1.0 0.001 125 9895 -40 1822.0725192353054 1823.084077001217 50 TCGA 1 100 100 1.0 0.001 125 9895 -41 1821.6263199780772 1824.679710809909 50 TCGA 1 100 100 1.0 0.001 125 9895 -42 1821.4174107337506 1822.428882081305 50 TCGA 1 100 100 1.0 0.001 125 9895 -43 1820.7605470439555 1822.7499582875314 50 TCGA 1 100 100 1.0 0.001 125 9895 -44 1820.654348242907 1822.920777594025 50 TCGA 1 100 100 1.0 0.001 125 9895 -45 1820.1173536758602 1823.588353756085 50 TCGA 1 100 100 1.0 0.001 125 9895 -46 1819.6882121063447 1823.0178731793735 50 TCGA 1 100 100 1.0 0.001 125 9895 -47 1819.0284031960484 1820.7974730831893 50 TCGA 1 100 100 1.0 0.001 125 9895 -48 1818.8290085279991 1820.517506968436 50 TCGA 1 100 100 1.0 0.001 125 9895 -49 1818.3865911068826 1821.002979374411 50 TCGA 1 100 100 1.0 0.001 125 9895 -50 1818.0520842099033 1822.1712695557867 50 TCGA 1 100 100 1.0 0.001 125 9895 -51 1817.724775019468 1820.369379244857 50 TCGA 1 100 100 1.0 0.001 125 9895 -52 1817.2909076978938 1818.1956394521435 50 TCGA 1 100 100 1.0 0.001 125 9895 -53 1817.0370906263952 1818.386020066151 50 TCGA 1 100 100 1.0 0.001 125 9895 -54 1817.0229155639145 1819.1981955676822 50 TCGA 1 100 100 1.0 0.001 125 9895 -55 1816.6907313411052 1819.139158315994 50 TCGA 1 100 100 1.0 0.001 125 9895 -56 1816.3834112154373 1817.8460429589354 50 TCGA 1 100 100 1.0 0.001 125 9895 -57 1816.3974851907824 1817.545394207365 50 TCGA 1 100 100 1.0 0.001 125 9895 -58 1815.7966269079975 1817.0792714794677 50 TCGA 1 100 100 1.0 0.001 125 9895 -59 1815.4671850773968 1820.2809764152796 50 TCGA 1 100 100 1.0 0.001 125 9895 -60 1815.543205941651 1816.985802425212 50 TCGA 1 100 100 1.0 0.001 125 9895 -61 1815.1089664139456 1817.7695005790672 50 TCGA 1 100 100 1.0 0.001 125 9895 -62 1815.1678557951066 1816.8354927714745 50 TCGA 1 100 100 1.0 0.001 125 9895 -63 1814.6560519406114 1817.560229737555 50 TCGA 1 100 100 1.0 0.001 125 9895 -64 1814.825026942944 1817.504597572825 50 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1814.802393927646 50 TCGA 1 100 100 1.0 0.001 125 9895 -78 1813.0999230462428 1816.335525896082 50 TCGA 1 100 100 1.0 0.001 125 9895 -79 1813.0873301289207 1814.5398924554413 50 TCGA 1 100 100 1.0 0.001 125 9895 -80 1812.7855520281412 1815.659858741952 50 TCGA 1 100 100 1.0 0.001 125 9895 -81 1812.7085901910352 1814.7201056552292 50 TCGA 1 100 100 1.0 0.001 125 9895 -82 1812.5225365450638 1814.9278723941975 50 TCGA 1 100 100 1.0 0.001 125 9895 -83 1812.7767107120808 1814.5999860140546 50 TCGA 1 100 100 1.0 0.001 125 9895 -84 1812.766726589533 1814.0397568899184 50 TCGA 1 100 100 1.0 0.001 125 9895 -85 1812.7041673052456 1815.0159623802606 50 TCGA 1 100 100 1.0 0.001 125 9895 -86 1812.3708367605855 1814.6811425290516 50 TCGA 1 100 100 1.0 0.001 125 9895 -87 1812.428569941452 1814.656303367423 50 TCGA 1 100 100 1.0 0.001 125 9895 -88 1812.6410339675667 1813.7409355125235 50 TCGA 1 100 100 1.0 0.001 125 9895 -89 1812.3093571288734 1815.754290863497 50 TCGA 1 100 100 1.0 0.001 125 9895 -90 1812.2403818703826 1814.3934700357256 50 TCGA 1 100 100 1.0 0.001 125 9895 -91 1812.162632809884 1814.3521906407036 50 TCGA 1 100 100 1.0 0.001 125 9895 -92 1812.0371751858727 1815.4267884834328 50 TCGA 1 100 100 1.0 0.001 125 9895 -93 1812.2283672303383 1815.4703976425094 50 TCGA 1 100 100 1.0 0.001 125 9895 -94 1811.9622649856944 1814.230711050369 50 TCGA 1 100 100 1.0 0.001 125 9895 -95 1812.0116652020229 1814.3862617531015 50 TCGA 1 100 100 1.0 0.001 125 9895 -96 1811.9479085004866 1813.1712204822943 50 TCGA 1 100 100 1.0 0.001 125 9895 -97 1811.805628159467 1814.1707438559988 50 TCGA 1 100 100 1.0 0.001 125 9895 -98 1811.656725323457 1813.4378649841 50 TCGA 1 100 100 1.0 0.001 125 9895 -99 1812.0585656815947 1814.5787384186558 50 TCGA 1 100 100 1.0 0.001 125 9895 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 180dc739a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2414.293283143391 2271.7193818212154 50 TCGA 1 50 100 0.5 0.001 125 2417 -1 1960.6987767816188 2016.9843130447157 50 TCGA 1 50 100 0.5 0.001 125 2417 -2 1926.9481352686762 1918.0488722911432 50 TCGA 1 50 100 0.5 0.001 125 2417 -3 1908.9696731235263 1897.3031257361024 50 TCGA 1 50 100 0.5 0.001 125 2417 -4 1895.1947189213536 1886.1445582404208 50 TCGA 1 50 100 0.5 0.001 125 2417 -5 1885.8925369352964 1875.512258558417 50 TCGA 1 50 100 0.5 0.001 125 2417 -6 1879.418737224788 1880.3055567142353 50 TCGA 1 50 100 0.5 0.001 125 2417 -7 1873.123637428799 1865.8385236730528 50 TCGA 1 50 100 0.5 0.001 125 2417 -8 1868.3312564666335 1865.615986426272 50 TCGA 1 50 100 0.5 0.001 125 2417 -9 1863.8208120358631 1857.8231053951397 50 TCGA 1 50 100 0.5 0.001 125 2417 -10 1861.1313063030411 1857.3829707620132 50 TCGA 1 50 100 0.5 0.001 125 2417 -11 1858.0020527814645 1853.9221645336056 50 TCGA 1 50 100 0.5 0.001 125 2417 -12 1855.121189822974 1852.760882660372 50 TCGA 1 50 100 0.5 0.001 125 2417 -13 1852.9077612383714 1848.5451046737594 50 TCGA 1 50 100 0.5 0.001 125 2417 -14 1850.3556940330168 1847.5632207669205 50 TCGA 1 50 100 0.5 0.001 125 2417 -15 1848.4186941411483 1845.943833547621 50 TCGA 1 50 100 0.5 0.001 125 2417 -16 1846.788131514595 1845.8705011875786 50 TCGA 1 50 100 0.5 0.001 125 2417 -17 1844.8488322344326 1841.8497369660804 50 TCGA 1 50 100 0.5 0.001 125 2417 -18 1843.2343487846545 1842.2994433839117 50 TCGA 1 50 100 0.5 0.001 125 2417 -19 1841.7163128040108 1838.7837355723932 50 TCGA 1 50 100 0.5 0.001 125 2417 -20 1840.262326049464 1840.9400720644237 50 TCGA 1 50 100 0.5 0.001 125 2417 -21 1839.0648708128479 1838.047833773359 50 TCGA 1 50 100 0.5 0.001 125 2417 -22 1837.6932455072022 1834.634899350267 50 TCGA 1 50 100 0.5 0.001 125 2417 -23 1835.9468181519412 1836.639514712233 50 TCGA 1 50 100 0.5 0.001 125 2417 -24 1835.1196470553355 1832.321021611966 50 TCGA 1 50 100 0.5 0.001 125 2417 -25 1833.7283156989263 1831.9150599187342 50 TCGA 1 50 100 0.5 0.001 125 2417 -26 1833.0208875398735 1834.9063788179178 50 TCGA 1 50 100 0.5 0.001 125 2417 -27 1831.9775129834088 1832.608701466316 50 TCGA 1 50 100 0.5 0.001 125 2417 -28 1831.0055562770983 1829.14663036864 50 TCGA 1 50 100 0.5 0.001 125 2417 -29 1829.957458393903 1829.325738801429 50 TCGA 1 50 100 0.5 0.001 125 2417 -30 1829.0061828020575 1828.7414679599167 50 TCGA 1 50 100 0.5 0.001 125 2417 -31 1828.2637324945804 1826.6995653315405 50 TCGA 1 50 100 0.5 0.001 125 2417 -32 1827.7738839784015 1825.9837597410883 50 TCGA 1 50 100 0.5 0.001 125 2417 -33 1826.9095914755326 1826.1423652687265 50 TCGA 1 50 100 0.5 0.001 125 2417 -34 1825.8890856795977 1826.4052231371702 50 TCGA 1 50 100 0.5 0.001 125 2417 -35 1825.5170242917607 1826.9487973313835 50 TCGA 1 50 100 0.5 0.001 125 2417 -36 1824.7287059996406 1826.6405274664337 50 TCGA 1 50 100 0.5 0.001 125 2417 -37 1824.2900213766795 1823.380428141685 50 TCGA 1 50 100 0.5 0.001 125 2417 -38 1823.7588919345683 1823.6566800064777 50 TCGA 1 50 100 0.5 0.001 125 2417 -39 1822.7574489596486 1821.6224175074592 50 TCGA 1 50 100 0.5 0.001 125 2417 -40 1822.4829562511118 1822.6263519747174 50 TCGA 1 50 100 0.5 0.001 125 2417 -41 1821.6309991447583 1821.607929785647 50 TCGA 1 50 100 0.5 0.001 125 2417 -42 1821.279636380076 1822.9188962390076 50 TCGA 1 50 100 0.5 0.001 125 2417 -43 1821.054330731492 1820.0142619837468 50 TCGA 1 50 100 0.5 0.001 125 2417 -44 1820.2797975690253 1822.1785624901854 50 TCGA 1 50 100 0.5 0.001 125 2417 -45 1819.856302735901 1819.2910180786746 50 TCGA 1 50 100 0.5 0.001 125 2417 -46 1819.782455919523 1820.5930059231705 50 TCGA 1 50 100 0.5 0.001 125 2417 -47 1819.2227093347124 1818.262848667164 50 TCGA 1 50 100 0.5 0.001 125 2417 -48 1818.9184638439697 1819.2061479271356 50 TCGA 1 50 100 0.5 0.001 125 2417 -49 1818.7185772839289 1818.2085647966394 50 TCGA 1 50 100 0.5 0.001 125 2417 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 43432bc91..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2414.133104479543 2516.4231177861966 50 TCGA 1 50 100 0.0 0.001 125 7118 -1 1958.633713877325 2048.263344309438 50 TCGA 1 50 100 0.0 0.001 125 7118 -2 1925.6461756361664 1921.507906966473 50 TCGA 1 50 100 0.0 0.001 125 7118 -3 1906.6068196169485 1910.5992775155073 50 TCGA 1 50 100 0.0 0.001 125 7118 -4 1894.8399970498199 1896.4129687745367 50 TCGA 1 50 100 0.0 0.001 125 7118 -5 1884.990539652972 1884.584882419912 50 TCGA 1 50 100 0.0 0.001 125 7118 -6 1878.3143760867652 1875.6587312784627 50 TCGA 1 50 100 0.0 0.001 125 7118 -7 1873.0588536280077 1871.0796499587782 50 TCGA 1 50 100 0.0 0.001 125 7118 -8 1869.1754630823623 1864.8878026607647 50 TCGA 1 50 100 0.0 0.001 125 7118 -9 1862.8102618853075 1863.9334587978958 50 TCGA 1 50 100 0.0 0.001 125 7118 -10 1860.5893347989584 1857.8612342719457 50 TCGA 1 50 100 0.0 0.001 125 7118 -11 1857.509877639738 1857.9415516302215 50 TCGA 1 50 100 0.0 0.001 125 7118 -12 1855.2722540215757 1853.146395429295 50 TCGA 1 50 100 0.0 0.001 125 7118 -13 1852.7371915963522 1850.9746339117462 50 TCGA 1 50 100 0.0 0.001 125 7118 -14 1850.1676454183207 1852.1016189345164 50 TCGA 1 50 100 0.0 0.001 125 7118 -15 1848.2750315946691 1849.2972019521435 50 TCGA 1 50 100 0.0 0.001 125 7118 -16 1846.3061401081054 1845.952096910333 50 TCGA 1 50 100 0.0 0.001 125 7118 -17 1844.8602838985673 1845.83951066367 50 TCGA 1 50 100 0.0 0.001 125 7118 -18 1842.8534679768381 1844.249602504711 50 TCGA 1 50 100 0.0 0.001 125 7118 -19 1841.626851315716 1841.5688507233433 50 TCGA 1 50 100 0.0 0.001 125 7118 -20 1839.7256533289237 1841.293720801272 50 TCGA 1 50 100 0.0 0.001 125 7118 -21 1838.4403058458804 1838.693002978761 50 TCGA 1 50 100 0.0 0.001 125 7118 -22 1837.2449136915611 1838.7645085780464 50 TCGA 1 50 100 0.0 0.001 125 7118 -23 1835.9311294802626 1838.2152651686165 50 TCGA 1 50 100 0.0 0.001 125 7118 -24 1834.610636811076 1835.3722972774026 50 TCGA 1 50 100 0.0 0.001 125 7118 -25 1833.7586021623463 1836.7722572825062 50 TCGA 1 50 100 0.0 0.001 125 7118 -26 1832.2640149908175 1832.678226336762 50 TCGA 1 50 100 0.0 0.001 125 7118 -27 1831.9480705750896 1832.7010179069173 50 TCGA 1 50 100 0.0 0.001 125 7118 -28 1830.5452239509937 1834.382557931258 50 TCGA 1 50 100 0.0 0.001 125 7118 -29 1829.5101213988507 1831.0357856175408 50 TCGA 1 50 100 0.0 0.001 125 7118 -30 1828.764581127829 1830.4681378081816 50 TCGA 1 50 100 0.0 0.001 125 7118 -31 1828.195896172952 1829.538185924741 50 TCGA 1 50 100 0.0 0.001 125 7118 -32 1827.3581405079303 1829.4416730871153 50 TCGA 1 50 100 0.0 0.001 125 7118 -33 1826.6177321496932 1827.138816028384 50 TCGA 1 50 100 0.0 0.001 125 7118 -34 1825.804446057212 1827.9767563402952 50 TCGA 1 50 100 0.0 0.001 125 7118 -35 1825.2609138407868 1826.3013664513976 50 TCGA 1 50 100 0.0 0.001 125 7118 -36 1824.218822732596 1826.315164077222 50 TCGA 1 50 100 0.0 0.001 125 7118 -37 1824.0125517276185 1828.257140806572 50 TCGA 1 50 100 0.0 0.001 125 7118 -38 1823.2410263264203 1826.2360600610475 50 TCGA 1 50 100 0.0 0.001 125 7118 -39 1822.6920314260408 1824.6902879877905 50 TCGA 1 50 100 0.0 0.001 125 7118 -40 1821.8220465824345 1824.9597088224325 50 TCGA 1 50 100 0.0 0.001 125 7118 -41 1821.6175823243605 1828.4917016724246 50 TCGA 1 50 100 0.0 0.001 125 7118 -42 1821.0563183833558 1822.6328775223776 50 TCGA 1 50 100 0.0 0.001 125 7118 -43 1820.7329876577498 1824.3757440768295 50 TCGA 1 50 100 0.0 0.001 125 7118 -44 1820.4503787109156 1821.3560232804648 50 TCGA 1 50 100 0.0 0.001 125 7118 -45 1819.8262024504863 1821.706138725856 50 TCGA 1 50 100 0.0 0.001 125 7118 -46 1819.456174359735 1821.7099063432397 50 TCGA 1 50 100 0.0 0.001 125 7118 -47 1818.7417461992654 1820.895265512131 50 TCGA 1 50 100 0.0 0.001 125 7118 -48 1818.3993924661784 1820.8959832119583 50 TCGA 1 50 100 0.0 0.001 125 7118 -49 1818.20851918887 1821.0138828910176 50 TCGA 1 50 100 0.0 0.001 125 7118 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index b34683177..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.001lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2418.202465487852 2747.4688187028896 50 TCGA 1 50 100 1.0 0.001 125 1740 -1 1964.5028635496167 1985.78841902383 50 TCGA 1 50 100 1.0 0.001 125 1740 -2 1929.951018357173 1959.4712509078597 50 TCGA 1 50 100 1.0 0.001 125 1740 -3 1907.6259672699503 1915.996142210074 50 TCGA 1 50 100 1.0 0.001 125 1740 -4 1895.779556017234 1894.625880255771 50 TCGA 1 50 100 1.0 0.001 125 1740 -5 1886.1494007504457 1882.0942885815798 50 TCGA 1 50 100 1.0 0.001 125 1740 -6 1879.242526228426 1876.4546922846655 50 TCGA 1 50 100 1.0 0.001 125 1740 -7 1873.4383803123953 1870.6847991176587 50 TCGA 1 50 100 1.0 0.001 125 1740 -8 1868.4070344029267 1864.6713940797738 50 TCGA 1 50 100 1.0 0.001 125 1740 -9 1864.1183557996847 1860.4896313844613 50 TCGA 1 50 100 1.0 0.001 125 1740 -10 1860.97136113835 1868.334415608315 50 TCGA 1 50 100 1.0 0.001 125 1740 -11 1857.8185212452213 1855.3746552587154 50 TCGA 1 50 100 1.0 0.001 125 1740 -12 1854.9153750522128 1850.8463834062893 50 TCGA 1 50 100 1.0 0.001 125 1740 -13 1852.3322705672194 1850.6205747978172 50 TCGA 1 50 100 1.0 0.001 125 1740 -14 1850.260106615249 1852.270443403541 50 TCGA 1 50 100 1.0 0.001 125 1740 -15 1848.3992340568188 1848.4105966845948 50 TCGA 1 50 100 1.0 0.001 125 1740 -16 1846.4377867609999 1846.943557509226 50 TCGA 1 50 100 1.0 0.001 125 1740 -17 1844.656664090732 1843.410072211644 50 TCGA 1 50 100 1.0 0.001 125 1740 -18 1842.622455789809 1842.9181135168028 50 TCGA 1 50 100 1.0 0.001 125 1740 -19 1841.4699555788873 1842.2476463126177 50 TCGA 1 50 100 1.0 0.001 125 1740 -20 1840.106946796801 1840.3260375363143 50 TCGA 1 50 100 1.0 0.001 125 1740 -21 1838.5989971703777 1838.6231579037767 50 TCGA 1 50 100 1.0 0.001 125 1740 -22 1837.7781711820646 1837.400565449317 50 TCGA 1 50 100 1.0 0.001 125 1740 -23 1836.0496369447144 1835.670583140311 50 TCGA 1 50 100 1.0 0.001 125 1740 -24 1835.066112880662 1837.4261100423994 50 TCGA 1 50 100 1.0 0.001 125 1740 -25 1833.9082099649706 1835.7055614989008 50 TCGA 1 50 100 1.0 0.001 125 1740 -26 1832.9072428040238 1837.1673602386934 50 TCGA 1 50 100 1.0 0.001 125 1740 -27 1831.7733212477501 1832.1827821971185 50 TCGA 1 50 100 1.0 0.001 125 1740 -28 1830.8151154303632 1831.4196703733512 50 TCGA 1 50 100 1.0 0.001 125 1740 -29 1830.0461546638899 1830.4709300899026 50 TCGA 1 50 100 1.0 0.001 125 1740 -30 1828.9560096009207 1829.1818369189698 50 TCGA 1 50 100 1.0 0.001 125 1740 -31 1828.1793595765475 1831.585105090884 50 TCGA 1 50 100 1.0 0.001 125 1740 -32 1827.6750775096752 1831.558841571137 50 TCGA 1 50 100 1.0 0.001 125 1740 -33 1826.698322359586 1826.5592077820745 50 TCGA 1 50 100 1.0 0.001 125 1740 -34 1826.2884656103718 1826.5091460721576 50 TCGA 1 50 100 1.0 0.001 125 1740 -35 1825.4384609477463 1824.9487635933574 50 TCGA 1 50 100 1.0 0.001 125 1740 -36 1824.2601202815647 1824.5644249077418 50 TCGA 1 50 100 1.0 0.001 125 1740 -37 1823.7955591776818 1825.6613229722832 50 TCGA 1 50 100 1.0 0.001 125 1740 -38 1823.3842019950696 1823.655139712233 50 TCGA 1 50 100 1.0 0.001 125 1740 -39 1822.7981023114633 1822.587129372448 50 TCGA 1 50 100 1.0 0.001 125 1740 -40 1822.5363731107511 1822.575074469025 50 TCGA 1 50 100 1.0 0.001 125 1740 -41 1821.8742175863874 1824.702187696294 50 TCGA 1 50 100 1.0 0.001 125 1740 -42 1821.2128459608093 1822.5150876452576 50 TCGA 1 50 100 1.0 0.001 125 1740 -43 1820.8666602227422 1823.64280631674 50 TCGA 1 50 100 1.0 0.001 125 1740 -44 1820.2841557339773 1820.822417139408 50 TCGA 1 50 100 1.0 0.001 125 1740 -45 1819.7376425030216 1820.8143684732256 50 TCGA 1 50 100 1.0 0.001 125 1740 -46 1819.4947613591473 1820.924755000589 50 TCGA 1 50 100 1.0 0.001 125 1740 -47 1819.2032861889493 1819.8970542409313 50 TCGA 1 50 100 1.0 0.001 125 1740 -48 1818.7650150026989 1820.599559688089 50 TCGA 1 50 100 1.0 0.001 125 1740 -49 1818.3355648714805 1818.529241667321 50 TCGA 1 50 100 1.0 0.001 125 1740 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index c17072869..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2314.3530719670644 3602.7134488359766 100 TCGA 1 100 100 0.5 0.0025 125 9969 -1 1948.4177633737504 2479.9651529130024 100 TCGA 1 100 100 0.5 0.0025 125 9969 -2 1914.0221435601377 1960.5402648005654 100 TCGA 1 100 100 0.5 0.0025 125 9969 -3 1896.0810382960963 1926.1370567436793 100 TCGA 1 100 100 0.5 0.0025 125 9969 -4 1885.2975646924967 1881.3109118591 100 TCGA 1 100 100 0.5 0.0025 125 9969 -5 1876.9365696141144 1871.8443652589117 100 TCGA 1 100 100 0.5 0.0025 125 9969 -6 1869.1244932154032 1876.4977505937893 100 TCGA 1 100 100 0.5 0.0025 125 9969 -7 1865.2146462220035 1862.4154206089038 100 TCGA 1 100 100 0.5 0.0025 125 9969 -8 1860.8332703610938 1861.35021175212 100 TCGA 1 100 100 0.5 0.0025 125 9969 -9 1857.7661124364727 1857.812608575102 100 TCGA 1 100 100 0.5 0.0025 125 9969 -10 1855.0784949306824 1854.4511731018374 100 TCGA 1 100 100 0.5 0.0025 125 9969 -11 1851.6930805848824 1850.1714480606156 100 TCGA 1 100 100 0.5 0.0025 125 9969 -12 1850.000620693271 1850.9432428254554 100 TCGA 1 100 100 0.5 0.0025 125 9969 -13 1848.2467718199969 1848.6612119435065 100 TCGA 1 100 100 0.5 0.0025 125 9969 -14 1846.4720886141904 1846.8337592503533 100 TCGA 1 100 100 0.5 0.0025 125 9969 -15 1844.7489346268853 1846.6884041790986 100 TCGA 1 100 100 0.5 0.0025 125 9969 -16 1842.7615445215051 1846.3231323855607 100 TCGA 1 100 100 0.5 0.0025 125 9969 -17 1841.9409137448638 1843.021953026853 100 TCGA 1 100 100 0.5 0.0025 125 9969 -18 1840.2839404656586 1841.729281784901 100 TCGA 1 100 100 0.5 0.0025 125 9969 -19 1839.0397542635635 1838.8387340756517 100 TCGA 1 100 100 0.5 0.0025 125 9969 -20 1838.0275082635565 1841.572809113929 100 TCGA 1 100 100 0.5 0.0025 125 9969 -21 1837.2189849162025 1839.4059015782036 100 TCGA 1 100 100 0.5 0.0025 125 9969 -22 1835.973262800065 1837.8984221645337 100 TCGA 1 100 100 0.5 0.0025 125 9969 -23 1835.2393185683347 1835.892004578557 100 TCGA 1 100 100 0.5 0.0025 125 9969 -24 1834.1397088526987 1835.736007307043 100 TCGA 1 100 100 0.5 0.0025 125 9969 -25 1833.2956350850054 1833.9992043960035 100 TCGA 1 100 100 0.5 0.0025 125 9969 -26 1832.6980321649755 1832.5259795069096 100 TCGA 1 100 100 0.5 0.0025 125 9969 -27 1832.0583774052716 1832.2411667713568 100 TCGA 1 100 100 0.5 0.0025 125 9969 -28 1831.1308392093495 1831.223980620878 100 TCGA 1 100 100 0.5 0.0025 125 9969 -29 1830.3107503028118 1833.296764584642 100 TCGA 1 100 100 0.5 0.0025 125 9969 -30 1830.0280800551252 1833.1200785421247 100 TCGA 1 100 100 0.5 0.0025 125 9969 -31 1829.1278213516305 1830.5487606489478 100 TCGA 1 100 100 0.5 0.0025 125 9969 -32 1828.6706371015703 1829.1311311194645 100 TCGA 1 100 100 0.5 0.0025 125 9969 -33 1828.0399481126913 1833.8203051389762 100 TCGA 1 100 100 0.5 0.0025 125 9969 -34 1827.6750387998015 1832.381810787335 100 TCGA 1 100 100 0.5 0.0025 125 9969 -35 1826.9593289487395 1826.9795927881596 100 TCGA 1 100 100 0.5 0.0025 125 9969 -36 1826.641351535685 1830.1105184123744 100 TCGA 1 100 100 0.5 0.0025 125 9969 -37 1826.0491079642766 1827.3383175643844 100 TCGA 1 100 100 0.5 0.0025 125 9969 -38 1825.1799050437671 1826.2649207953832 100 TCGA 1 100 100 0.5 0.0025 125 9969 -39 1824.8988397911014 1825.0219100875472 100 TCGA 1 100 100 0.5 0.0025 125 9969 -40 1824.5186110695686 1828.3401455519786 100 TCGA 1 100 100 0.5 0.0025 125 9969 -41 1824.1371227034049 1825.9911956020337 100 TCGA 1 100 100 0.5 0.0025 125 9969 -42 1823.7743839502787 1827.351359458425 100 TCGA 1 100 100 0.5 0.0025 125 9969 -43 1823.071739764788 1824.4207009166928 100 TCGA 1 100 100 0.5 0.0025 125 9969 -44 1823.0189877448438 1824.1851463126177 100 TCGA 1 100 100 0.5 0.0025 125 9969 -45 1822.4396042856258 1825.3155713872095 100 TCGA 1 100 100 0.5 0.0025 125 9969 -46 1821.967122672884 1822.9116897966394 100 TCGA 1 100 100 0.5 0.0025 125 9969 -47 1821.9815306213768 1823.4847896710114 100 TCGA 1 100 100 0.5 0.0025 125 9969 -48 1821.5240667091707 1822.0570375068703 100 TCGA 1 100 100 0.5 0.0025 125 9969 -49 1821.1901001289948 1822.6986721939777 100 TCGA 1 100 100 0.5 0.0025 125 9969 -50 1820.876746563337 1821.5180099717336 100 TCGA 1 100 100 0.5 0.0025 125 9969 -51 1820.8038290700604 1823.6568640320745 100 TCGA 1 100 100 0.5 0.0025 125 9969 -52 1820.1696741781352 1824.0944100384736 100 TCGA 1 100 100 0.5 0.0025 125 9969 -53 1819.838710903709 1822.9325024782113 100 TCGA 1 100 100 0.5 0.0025 125 9969 -54 1819.7312477027508 1821.2898133244346 100 TCGA 1 100 100 0.5 0.0025 125 9969 -55 1819.3129571743716 1821.7236671639448 100 TCGA 1 100 100 0.5 0.0025 125 9969 -56 1819.174892421705 1821.5760228142667 100 TCGA 1 100 100 0.5 0.0025 125 9969 -57 1818.8186960596101 1820.5672766910725 100 TCGA 1 100 100 0.5 0.0025 125 9969 -58 1818.9556339748044 1821.3631898506203 100 TCGA 1 100 100 0.5 0.0025 125 9969 -59 1818.5441066377036 1822.6089210701948 100 TCGA 1 100 100 0.5 0.0025 125 9969 -60 1818.3385441010785 1821.2100639918342 100 TCGA 1 100 100 0.5 0.0025 125 9969 -61 1818.051981337835 1820.2191536294756 100 TCGA 1 100 100 0.5 0.0025 125 9969 -62 1817.932024521758 1820.4822243541928 100 TCGA 1 100 100 0.5 0.0025 125 9969 -63 1817.812928193062 1819.180475129554 100 TCGA 1 100 100 0.5 0.0025 125 9969 -64 1817.5067205300275 1820.5214267136464 100 TCGA 1 100 100 0.5 0.0025 125 9969 -65 1817.7609103526743 1820.1416641312028 100 TCGA 1 100 100 0.5 0.0025 125 9969 -66 1817.4161338256877 1818.3416950475032 100 TCGA 1 100 100 0.5 0.0025 125 9969 -67 1817.1132072911143 1818.9933395002356 100 TCGA 1 100 100 0.5 0.0025 125 9969 -68 1817.0811889662064 1818.9067211055276 100 TCGA 1 100 100 0.5 0.0025 125 9969 -69 1816.697907642084 1818.606616456305 100 TCGA 1 100 100 0.5 0.0025 125 9969 -70 1816.4957745468287 1817.908944748155 100 TCGA 1 100 100 0.5 0.0025 125 9969 -71 1816.5055921256296 1817.8866985071843 100 TCGA 1 100 100 0.5 0.0025 125 9969 -72 1816.375318917037 1821.0278081079225 100 TCGA 1 100 100 0.5 0.0025 125 9969 -73 1816.6857744334652 1818.4096336173052 100 TCGA 1 100 100 0.5 0.0025 125 9969 -74 1816.0557919508751 1818.554204739518 100 TCGA 1 100 100 0.5 0.0025 125 9969 -75 1816.0916394602975 1817.162613605135 100 TCGA 1 100 100 0.5 0.0025 125 9969 -76 1815.892320658695 1819.5636268500707 100 TCGA 1 100 100 0.5 0.0025 125 9969 -77 1816.0757150685151 1817.777258484807 100 TCGA 1 100 100 0.5 0.0025 125 9969 -78 1815.6647482138683 1818.4967948875235 100 TCGA 1 100 100 0.5 0.0025 125 9969 -79 1815.2941326350424 1816.6071568781408 100 TCGA 1 100 100 0.5 0.0025 125 9969 -80 1815.2569857628328 1816.6510917625235 100 TCGA 1 100 100 0.5 0.0025 125 9969 -81 1815.761222225359 1817.1110017862752 100 TCGA 1 100 100 0.5 0.0025 125 9969 -82 1815.0455436038044 1817.6570449905778 100 TCGA 1 100 100 0.5 0.0025 125 9969 -83 1815.3938024933682 1815.855492059909 100 TCGA 1 100 100 0.5 0.0025 125 9969 -84 1814.957556456191 1816.6202981460035 100 TCGA 1 100 100 0.5 0.0025 125 9969 -85 1815.27637710682 1818.0592685105214 100 TCGA 1 100 100 0.5 0.0025 125 9969 -86 1814.7936712640353 1816.9580697677843 100 TCGA 1 100 100 0.5 0.0025 125 9969 -87 1814.3279594372846 1816.206060208268 100 TCGA 1 100 100 0.5 0.0025 125 9969 -88 1814.7841135768676 1817.335096503023 100 TCGA 1 100 100 0.5 0.0025 125 9969 -89 1815.1054187991388 1816.522938790633 100 TCGA 1 100 100 0.5 0.0025 125 9969 -90 1814.6207088994613 1816.12538338666 100 TCGA 1 100 100 0.5 0.0025 125 9969 -91 1814.8139117590376 1816.497127360435 100 TCGA 1 100 100 0.5 0.0025 125 9969 -92 1814.6393554224235 1815.7496957443468 100 TCGA 1 100 100 0.5 0.0025 125 9969 -93 1814.4911525524917 1816.7330070763976 100 TCGA 1 100 100 0.5 0.0025 125 9969 -94 1814.5519913525332 1815.587986931729 100 TCGA 1 100 100 0.5 0.0025 125 9969 -95 1814.3070331330357 1817.3892895875863 100 TCGA 1 100 100 0.5 0.0025 125 9969 -96 1814.6440610905845 1815.1574486200534 100 TCGA 1 100 100 0.5 0.0025 125 9969 -97 1813.9108403288155 1815.804807116638 100 TCGA 1 100 100 0.5 0.0025 125 9969 -98 1814.004077658029 1815.1166108864636 100 TCGA 1 100 100 0.5 0.0025 125 9969 -99 1814.33370365007 1814.8620482785018 100 TCGA 1 100 100 0.5 0.0025 125 9969 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index e84660d8a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2323.5844705715576 3700.8194169087624 100 TCGA 1 100 100 0.0 0.0025 125 3649 -1 1948.01523298248 2274.188009137484 100 TCGA 1 100 100 0.0 0.0025 125 3649 -2 1914.5414179024758 1950.4295408929413 100 TCGA 1 100 100 0.0 0.0025 125 3649 -3 1895.5149963630977 1923.2297443025675 100 TCGA 1 100 100 0.0 0.0025 125 3649 -4 1883.9357468828264 1881.4457713371546 100 TCGA 1 100 100 0.0 0.0025 125 3649 -5 1875.6947485158082 1874.8262123606312 100 TCGA 1 100 100 0.0 0.0025 125 3649 -6 1870.1163798793243 1864.4985400635992 100 TCGA 1 100 100 0.0 0.0025 125 3649 -7 1866.2127153473461 1857.4974984787218 100 TCGA 1 100 100 0.0 0.0025 125 3649 -8 1861.306048763159 1858.1021194841394 100 TCGA 1 100 100 0.0 0.0025 125 3649 -9 1858.4668521806589 1857.4273000745918 100 TCGA 1 100 100 0.0 0.0025 125 3649 -10 1855.2185662745737 1851.966661309477 100 TCGA 1 100 100 0.0 0.0025 125 3649 -11 1852.607083923224 1853.3293518373116 100 TCGA 1 100 100 0.0 0.0025 125 3649 -12 1850.8427396055338 1847.027463366638 100 TCGA 1 100 100 0.0 0.0025 125 3649 -13 1848.3743249548506 1846.89367798465 100 TCGA 1 100 100 0.0 0.0025 125 3649 -14 1846.3063413830976 1844.9337992452497 100 TCGA 1 100 100 0.0 0.0025 125 3649 -15 1845.0027975207367 1846.6798457620132 100 TCGA 1 100 100 0.0 0.0025 125 3649 -16 1843.4127508198155 1839.8166209465296 100 TCGA 1 100 100 0.0 0.0025 125 3649 -17 1842.1962220117123 1843.7532566396435 100 TCGA 1 100 100 0.0 0.0025 125 3649 -18 1841.42075102387 1839.6055711909155 100 TCGA 1 100 100 0.0 0.0025 125 3649 -19 1839.665188928709 1843.5338742050094 100 TCGA 1 100 100 0.0 0.0025 125 3649 -20 1838.271415920792 1836.8315319272142 100 TCGA 1 100 100 0.0 0.0025 125 3649 -21 1837.2519000402876 1841.364281122409 100 TCGA 1 100 100 0.0 0.0025 125 3649 -22 1836.369323968914 1835.0263978584328 100 TCGA 1 100 100 0.0 0.0025 125 3649 -23 1835.3144456991354 1833.383673126374 100 TCGA 1 100 100 0.0 0.0025 125 3649 -24 1834.2598493260748 1833.9183601111024 100 TCGA 1 100 100 0.0 0.0025 125 3649 -25 1833.7914018380827 1832.6897438854428 100 TCGA 1 100 100 0.0 0.0025 125 3649 -26 1833.1510475755656 1832.150695494072 100 TCGA 1 100 100 0.0 0.0025 125 3649 -27 1832.180197759084 1830.6467990587705 100 TCGA 1 100 100 0.0 0.0025 125 3649 -28 1831.3404375875298 1829.6877895336056 100 TCGA 1 100 100 0.0 0.0025 125 3649 -29 1830.7465420542105 1832.7021061116127 100 TCGA 1 100 100 0.0 0.0025 125 3649 -30 1829.9416198696406 1829.273813525636 100 TCGA 1 100 100 0.0 0.0025 125 3649 -31 1829.478689049594 1828.4710490931218 100 TCGA 1 100 100 0.0 0.0025 125 3649 -32 1828.867357545485 1828.893581064502 100 TCGA 1 100 100 0.0 0.0025 125 3649 -33 1828.2992353621357 1827.5681459053078 100 TCGA 1 100 100 0.0 0.0025 125 3649 -34 1827.5280678058552 1827.7548729978016 100 TCGA 1 100 100 0.0 0.0025 125 3649 -35 1827.4275968398138 1825.79883732628 100 TCGA 1 100 100 0.0 0.0025 125 3649 -36 1826.3363438651077 1827.729684800958 100 TCGA 1 100 100 0.0 0.0025 125 3649 -37 1826.1593675005581 1826.0502254926978 100 TCGA 1 100 100 0.0 0.0025 125 3649 -38 1825.847738970043 1824.2074029817054 100 TCGA 1 100 100 0.0 0.0025 125 3649 -39 1825.1121530636092 1827.098351253337 100 TCGA 1 100 100 0.0 0.0025 125 3649 -40 1824.5887383317186 1826.6939341482805 100 TCGA 1 100 100 0.0 0.0025 125 3649 -41 1824.130482481718 1822.7672131409 100 TCGA 1 100 100 0.0 0.0025 125 3649 -42 1824.2070073918555 1827.7043230066347 100 TCGA 1 100 100 0.0 0.0025 125 3649 -43 1823.5190641290576 1825.6275683839117 100 TCGA 1 100 100 0.0 0.0025 125 3649 -44 1823.0887155091075 1821.9317878454774 100 TCGA 1 100 100 0.0 0.0025 125 3649 -45 1822.5371141847802 1822.4885125088333 100 TCGA 1 100 100 0.0 0.0025 125 3649 -46 1822.399664961343 1825.2919572226367 100 TCGA 1 100 100 0.0 0.0025 125 3649 -47 1822.2982917868248 1822.0090448580795 100 TCGA 1 100 100 0.0 0.0025 125 3649 -48 1821.4567897935865 1822.092568555669 100 TCGA 1 100 100 0.0 0.0025 125 3649 -49 1821.638272908506 1822.0703112731626 100 TCGA 1 100 100 0.0 0.0025 125 3649 -50 1820.8235675766207 1823.8967297424624 100 TCGA 1 100 100 0.0 0.0025 125 3649 -51 1820.620156156257 1819.8321073139134 100 TCGA 1 100 100 0.0 0.0025 125 3649 -52 1820.1037395182218 1823.299645812068 100 TCGA 1 100 100 0.0 0.0025 125 3649 -53 1820.2345122899285 1821.5535765988143 100 TCGA 1 100 100 0.0 0.0025 125 3649 -54 1820.6548821421284 1822.4603222410883 100 TCGA 1 100 100 0.0 0.0025 125 3649 -55 1819.6616110926775 1821.572737957365 100 TCGA 1 100 100 0.0 0.0025 125 3649 -56 1819.858561479509 1819.1466898702497 100 TCGA 1 100 100 0.0 0.0025 125 3649 -57 1819.2123106309168 1818.920588661079 100 TCGA 1 100 100 0.0 0.0025 125 3649 -58 1819.124609345024 1818.5479055433418 100 TCGA 1 100 100 0.0 0.0025 125 3649 -59 1818.6293353695917 1819.1748629622723 100 TCGA 1 100 100 0.0 0.0025 125 3649 -60 1818.2350379048826 1818.1122341443545 100 TCGA 1 100 100 0.0 0.0025 125 3649 -61 1818.1339812902006 1819.6691084818624 100 TCGA 1 100 100 0.0 0.0025 125 3649 -62 1818.7235249807718 1817.827477843318 100 TCGA 1 100 100 0.0 0.0025 125 3649 -63 1817.6219040276362 1817.5839561577418 100 TCGA 1 100 100 0.0 0.0025 125 3649 -64 1817.6870851189926 1817.5895082099953 100 TCGA 1 100 100 0.0 0.0025 125 3649 -65 1817.787933223574 1818.918471139879 100 TCGA 1 100 100 0.0 0.0025 125 3649 -66 1817.1205497952042 1816.5707958739008 100 TCGA 1 100 100 0.0 0.0025 125 3649 -67 1817.190571242191 1818.6384265075376 100 TCGA 1 100 100 0.0 0.0025 125 3649 -68 1816.7964707740864 1817.645700425958 100 TCGA 1 100 100 0.0 0.0025 125 3649 -69 1816.9413651284235 1817.0087915161746 100 TCGA 1 100 100 0.0 0.0025 125 3649 -70 1817.0063981385033 1815.826082929295 100 TCGA 1 100 100 0.0 0.0025 125 3649 -71 1816.389249934271 1816.340668798092 100 TCGA 1 100 100 0.0 0.0025 125 3649 -72 1816.8924432467743 1815.8205437588333 100 TCGA 1 100 100 0.0 0.0025 125 3649 -73 1815.7612555940605 1815.427586541104 100 TCGA 1 100 100 0.0 0.0025 125 3649 -74 1815.9706477512138 1815.5003355400047 100 TCGA 1 100 100 0.0 0.0025 125 3649 -75 1816.1475226879918 1817.7964646229193 100 TCGA 1 100 100 0.0 0.0025 125 3649 -76 1816.0987768878972 1815.8404142293498 100 TCGA 1 100 100 0.0 0.0025 125 3649 -77 1815.8926555719981 1815.4124160843278 100 TCGA 1 100 100 0.0 0.0025 125 3649 -78 1815.7513232481826 1816.8333421256673 100 TCGA 1 100 100 0.0 0.0025 125 3649 -79 1815.3617243119045 1816.1413696902482 100 TCGA 1 100 100 0.0 0.0025 125 3649 -80 1815.5731977413163 1815.28282893962 100 TCGA 1 100 100 0.0 0.0025 125 3649 -81 1815.6474234675413 1815.206936783527 100 TCGA 1 100 100 0.0 0.0025 125 3649 -82 1815.5887980383945 1814.9371620063207 100 TCGA 1 100 100 0.0 0.0025 125 3649 -83 1815.0919139039 1816.6599808122644 100 TCGA 1 100 100 0.0 0.0025 125 3649 -84 1815.3985182171036 1815.4135748321687 100 TCGA 1 100 100 0.0 0.0025 125 3649 -85 1815.2462547890696 1815.3042985925722 100 TCGA 1 100 100 0.0 0.0025 125 3649 -86 1814.6980766247846 1814.951902456619 100 TCGA 1 100 100 0.0 0.0025 125 3649 -87 1815.2869843070907 1816.5609284214038 100 TCGA 1 100 100 0.0 0.0025 125 3649 -88 1815.2300030869797 1817.5598665937107 100 TCGA 1 100 100 0.0 0.0025 125 3649 -89 1815.2193989115563 1815.274973500314 100 TCGA 1 100 100 0.0 0.0025 125 3649 -90 1814.6770741134526 1816.2071729497095 100 TCGA 1 100 100 0.0 0.0025 125 3649 -91 1814.511304223254 1815.3561128395886 100 TCGA 1 100 100 0.0 0.0025 125 3649 -92 1814.6622600042338 1813.8291696519707 100 TCGA 1 100 100 0.0 0.0025 125 3649 -93 1814.4074814263458 1817.0340214254868 100 TCGA 1 100 100 0.0 0.0025 125 3649 -94 1814.7686236185984 1815.1303306081188 100 TCGA 1 100 100 0.0 0.0025 125 3649 -95 1814.1805924880664 1814.7949654277245 100 TCGA 1 100 100 0.0 0.0025 125 3649 -96 1814.1351895124228 1815.1161943751963 100 TCGA 1 100 100 0.0 0.0025 125 3649 -97 1814.2985373989973 1815.472920020022 100 TCGA 1 100 100 0.0 0.0025 125 3649 -98 1814.372871747226 1813.9678807857647 100 TCGA 1 100 100 0.0 0.0025 125 3649 -99 1814.1420855926128 1814.993698350149 100 TCGA 1 100 100 0.0 0.0025 125 3649 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index e51a1c77f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2321.6366893190507 3391.252885521357 100 TCGA 1 100 100 1.0 0.0025 125 5857 -1 1948.3112596081148 2186.819412001413 100 TCGA 1 100 100 1.0 0.0025 125 5857 -2 1916.0083308662204 1979.2747262925957 100 TCGA 1 100 100 1.0 0.0025 125 5857 -3 1896.5479682098876 1909.243303308535 100 TCGA 1 100 100 1.0 0.0025 125 5857 -4 1885.5273287620166 1886.141806444331 100 TCGA 1 100 100 1.0 0.0025 125 5857 -5 1877.0111513458228 1872.257605777913 100 TCGA 1 100 100 1.0 0.0025 125 5857 -6 1870.6112310982453 1879.6086757027324 100 TCGA 1 100 100 1.0 0.0025 125 5857 -7 1865.5978819826562 1865.378329023045 100 TCGA 1 100 100 1.0 0.0025 125 5857 -8 1861.3071373540224 1858.6490374234454 100 TCGA 1 100 100 1.0 0.0025 125 5857 -9 1858.109576479374 1855.3806814835898 100 TCGA 1 100 100 1.0 0.0025 125 5857 -10 1855.402706500076 1854.173838553117 100 TCGA 1 100 100 1.0 0.0025 125 5857 -11 1852.980574251778 1849.633165215727 100 TCGA 1 100 100 1.0 0.0025 125 5857 -12 1850.4400594843087 1847.826642367109 100 TCGA 1 100 100 1.0 0.0025 125 5857 -13 1847.9785724158319 1846.9272878062186 100 TCGA 1 100 100 1.0 0.0025 125 5857 -14 1847.2982309764884 1844.5228504583465 100 TCGA 1 100 100 1.0 0.0025 125 5857 -15 1845.456379054713 1844.518891454342 100 TCGA 1 100 100 1.0 0.0025 125 5857 -16 1843.3454446095363 1841.9701142430904 100 TCGA 1 100 100 1.0 0.0025 125 5857 -17 1841.9462118880106 1841.5606566769393 100 TCGA 1 100 100 1.0 0.0025 125 5857 -18 1840.5396333241624 1837.8150236043498 100 TCGA 1 100 100 1.0 0.0025 125 5857 -19 1840.0644864937015 1838.9626495514683 100 TCGA 1 100 100 1.0 0.0025 125 5857 -20 1838.2184069386842 1838.36355054079 100 TCGA 1 100 100 1.0 0.0025 125 5857 -21 1837.2887262786548 1837.6213832836056 100 TCGA 1 100 100 1.0 0.0025 125 5857 -22 1836.7249058100617 1837.7538988889762 100 TCGA 1 100 100 1.0 0.0025 125 5857 -23 1835.1408192987674 1834.3253406927215 100 TCGA 1 100 100 1.0 0.0025 125 5857 -24 1834.9077181683572 1833.751010300526 100 TCGA 1 100 100 1.0 0.0025 125 5857 -25 1833.6042475699846 1835.218842626217 100 TCGA 1 100 100 1.0 0.0025 125 5857 -26 1832.8955663337626 1833.1319984934437 100 TCGA 1 100 100 1.0 0.0025 125 5857 -27 1832.1525645911236 1831.1683147181218 100 TCGA 1 100 100 1.0 0.0025 125 5857 -28 1831.6969273462134 1835.7026244503768 100 TCGA 1 100 100 1.0 0.0025 125 5857 -29 1830.7782037332397 1829.8705582355135 100 TCGA 1 100 100 1.0 0.0025 125 5857 -30 1830.1233181575005 1829.7431922797582 100 TCGA 1 100 100 1.0 0.0025 125 5857 -31 1829.2656391568316 1829.7651680031015 100 TCGA 1 100 100 1.0 0.0025 125 5857 -32 1828.8399291815056 1828.8424391243327 100 TCGA 1 100 100 1.0 0.0025 125 5857 -33 1828.0856891899905 1828.3258823413944 100 TCGA 1 100 100 1.0 0.0025 125 5857 -34 1827.8295693102127 1829.730080455991 100 TCGA 1 100 100 1.0 0.0025 125 5857 -35 1827.1314052373573 1826.558245941622 100 TCGA 1 100 100 1.0 0.0025 125 5857 -36 1826.9595331259504 1826.5817312882773 100 TCGA 1 100 100 1.0 0.0025 125 5857 -37 1826.3869962865772 1827.4160481361887 100 TCGA 1 100 100 1.0 0.0025 125 5857 -38 1825.9237175954347 1825.6734496456893 100 TCGA 1 100 100 1.0 0.0025 125 5857 -39 1825.1198563829626 1824.0626969073885 100 TCGA 1 100 100 1.0 0.0025 125 5857 -40 1824.7333151588139 1824.063945214353 100 TCGA 1 100 100 1.0 0.0025 125 5857 -41 1824.0501364124502 1827.0405635354507 100 TCGA 1 100 100 1.0 0.0025 125 5857 -42 1823.9605203026679 1828.0835985346655 100 TCGA 1 100 100 1.0 0.0025 125 5857 -43 1823.5602741890793 1823.9091275469143 100 TCGA 1 100 100 1.0 0.0025 125 5857 -44 1823.0870629476774 1826.1305606401147 100 TCGA 1 100 100 1.0 0.0025 125 5857 -45 1822.7784988330084 1821.5606940954774 100 TCGA 1 100 100 1.0 0.0025 125 5857 -46 1823.0154511121411 1822.17840974894 100 TCGA 1 100 100 1.0 0.0025 125 5857 -47 1821.9835576916369 1823.317033777285 100 TCGA 1 100 100 1.0 0.0025 125 5857 -48 1822.458912855068 1823.7774860631282 100 TCGA 1 100 100 1.0 0.0025 125 5857 -49 1821.5886974554 1821.5000509137485 100 TCGA 1 100 100 1.0 0.0025 125 5857 -50 1821.1392682196106 1821.5859203242776 100 TCGA 1 100 100 1.0 0.0025 125 5857 -51 1820.7163435838786 1822.2216060772614 100 TCGA 1 100 100 1.0 0.0025 125 5857 -52 1820.2948360347311 1823.054316995132 100 TCGA 1 100 100 1.0 0.0025 125 5857 -53 1820.1344835920277 1820.5147907506282 100 TCGA 1 100 100 1.0 0.0025 125 5857 -54 1820.553105191336 1821.7841342945194 100 TCGA 1 100 100 1.0 0.0025 125 5857 -55 1819.822420042106 1820.051852278973 100 TCGA 1 100 100 1.0 0.0025 125 5857 -56 1819.4974717997004 1819.94028369386 100 TCGA 1 100 100 1.0 0.0025 125 5857 -57 1819.2348693445706 1819.4297574297268 100 TCGA 1 100 100 1.0 0.0025 125 5857 -58 1819.029276504968 1819.3837221998665 100 TCGA 1 100 100 1.0 0.0025 125 5857 -59 1819.3562088702483 1818.434662938717 100 TCGA 1 100 100 1.0 0.0025 125 5857 -60 1819.127037575474 1819.815191067643 100 TCGA 1 100 100 1.0 0.0025 125 5857 -61 1818.4444862397231 1817.6821239989008 100 TCGA 1 100 100 1.0 0.0025 125 5857 -62 1818.0416142586846 1819.7309067309202 100 TCGA 1 100 100 1.0 0.0025 125 5857 -63 1818.0574962617245 1818.2271262317447 100 TCGA 1 100 100 1.0 0.0025 125 5857 -64 1817.8815204268228 1816.9693781407036 100 TCGA 1 100 100 1.0 0.0025 125 5857 -65 1817.546504210915 1821.823222558103 100 TCGA 1 100 100 1.0 0.0025 125 5857 -66 1818.0398452814993 1822.4203843926664 100 TCGA 1 100 100 1.0 0.0025 125 5857 -67 1818.1818454017302 1817.7374390261857 100 TCGA 1 100 100 1.0 0.0025 125 5857 -68 1817.5115655591837 1818.165607701594 100 TCGA 1 100 100 1.0 0.0025 125 5857 -69 1817.1945790698426 1817.7347448914495 100 TCGA 1 100 100 1.0 0.0025 125 5857 -70 1816.9737305205267 1817.5339668312265 100 TCGA 1 100 100 1.0 0.0025 125 5857 -71 1817.0977244725757 1817.815821662021 100 TCGA 1 100 100 1.0 0.0025 125 5857 -72 1816.5365274597298 1816.763194021867 100 TCGA 1 100 100 1.0 0.0025 125 5857 -73 1816.7947347295885 1816.5304985621467 100 TCGA 1 100 100 1.0 0.0025 125 5857 -74 1816.3271045227084 1817.3850054716945 100 TCGA 1 100 100 1.0 0.0025 125 5857 -75 1816.0041972757624 1817.4478962193782 100 TCGA 1 100 100 1.0 0.0025 125 5857 -76 1816.405160373603 1817.423593185655 100 TCGA 1 100 100 1.0 0.0025 125 5857 -77 1816.2235168872608 1816.8024147838803 100 TCGA 1 100 100 1.0 0.0025 125 5857 -78 1815.6722705328832 1815.8402252964038 100 TCGA 1 100 100 1.0 0.0025 125 5857 -79 1815.750405724712 1815.4063972204774 100 TCGA 1 100 100 1.0 0.0025 125 5857 -80 1815.6615299940615 1815.9619821519707 100 TCGA 1 100 100 1.0 0.0025 125 5857 -81 1815.8733918847536 1815.6981323855607 100 TCGA 1 100 100 1.0 0.0025 125 5857 -82 1816.0047327555349 1816.7836828183888 100 TCGA 1 100 100 1.0 0.0025 125 5857 -83 1815.435382443196 1815.073956820234 100 TCGA 1 100 100 1.0 0.0025 125 5857 -84 1815.081951636557 1815.2839625372958 100 TCGA 1 100 100 1.0 0.0025 125 5857 -85 1815.5753467047582 1816.5999774261934 100 TCGA 1 100 100 1.0 0.0025 125 5857 -86 1815.063677019966 1815.1935096625707 100 TCGA 1 100 100 1.0 0.0025 125 5857 -87 1815.2273121853068 1814.0763632616206 100 TCGA 1 100 100 1.0 0.0025 125 5857 -88 1814.8316653251968 1816.3212154522614 100 TCGA 1 100 100 1.0 0.0025 125 5857 -89 1814.6706711106674 1815.45285570921 100 TCGA 1 100 100 1.0 0.0025 125 5857 -90 1814.6517047168873 1814.1857959229742 100 TCGA 1 100 100 1.0 0.0025 125 5857 -91 1814.8003703884972 1819.102863560969 100 TCGA 1 100 100 1.0 0.0025 125 5857 -92 1814.591723774517 1815.2055394158292 100 TCGA 1 100 100 1.0 0.0025 125 5857 -93 1814.6032162059669 1815.8686198325613 100 TCGA 1 100 100 1.0 0.0025 125 5857 -94 1814.8499586631417 1815.1073353829695 100 TCGA 1 100 100 1.0 0.0025 125 5857 -95 1814.7755842424954 1814.93828946981 100 TCGA 1 100 100 1.0 0.0025 125 5857 -96 1814.587343250219 1816.6548949581893 100 TCGA 1 100 100 1.0 0.0025 125 5857 -97 1814.2154284039837 1814.1628712409704 100 TCGA 1 100 100 1.0 0.0025 125 5857 -98 1814.3200048512015 1814.957369857098 100 TCGA 1 100 100 1.0 0.0025 125 5857 -99 1814.6155000165686 1814.521486215256 100 TCGA 1 100 100 1.0 0.0025 125 5857 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 202ba0f5b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2321.9039503391973 3657.482788699356 100 TCGA 1 50 100 0.5 0.0025 125 9905 -1 1947.9513850586266 2226.3328912629554 100 TCGA 1 50 100 0.5 0.0025 125 9905 -2 1914.2372704058942 1998.9733040201006 100 TCGA 1 50 100 0.5 0.0025 125 9905 -3 1896.5156510790912 1920.9401530356863 100 TCGA 1 50 100 0.5 0.0025 125 9905 -4 1884.9505674505037 1880.760542826437 100 TCGA 1 50 100 0.5 0.0025 125 9905 -5 1876.480536740943 1876.24805607628 100 TCGA 1 50 100 0.5 0.0025 125 9905 -6 1870.1398440715604 1867.5853044519472 100 TCGA 1 50 100 0.5 0.0025 125 9905 -7 1865.3784823353262 1861.733303971027 100 TCGA 1 50 100 0.5 0.0025 125 9905 -8 1861.4693994974502 1861.5385815797738 100 TCGA 1 50 100 0.5 0.0025 125 9905 -9 1858.1298435439833 1869.2999249175566 100 TCGA 1 50 100 0.5 0.0025 125 9905 -10 1855.601746429808 1855.908616569174 100 TCGA 1 50 100 0.5 0.0025 125 9905 -11 1852.7786558116968 1852.6969392862752 100 TCGA 1 50 100 0.5 0.0025 125 9905 -12 1850.5475197421717 1850.328729217376 100 TCGA 1 50 100 0.5 0.0025 125 9905 -13 1848.502660680448 1856.8667016724246 100 TCGA 1 50 100 0.5 0.0025 125 9905 -14 1847.051464347784 1846.2270569154366 100 TCGA 1 50 100 0.5 0.0025 125 9905 -15 1844.8768529371434 1846.4686401980607 100 TCGA 1 50 100 0.5 0.0025 125 9905 -16 1843.3527272298195 1845.4996301085505 100 TCGA 1 50 100 0.5 0.0025 125 9905 -17 1842.0857151600783 1841.9670238399026 100 TCGA 1 50 100 0.5 0.0025 125 9905 -18 1840.717277158117 1843.1181935065954 100 TCGA 1 50 100 0.5 0.0025 125 9905 -19 1839.6405130670146 1839.6889715913553 100 TCGA 1 50 100 0.5 0.0025 125 9905 -20 1838.745392271498 1838.3964500235552 100 TCGA 1 50 100 0.5 0.0025 125 9905 -21 1837.161154299818 1837.5287454116285 100 TCGA 1 50 100 0.5 0.0025 125 9905 -22 1836.4881763204903 1841.492535308378 100 TCGA 1 50 100 0.5 0.0025 125 9905 -23 1835.6656985882737 1834.793168111063 100 TCGA 1 50 100 0.5 0.0025 125 9905 -24 1834.5990427338475 1835.1656371456893 100 TCGA 1 50 100 0.5 0.0025 125 9905 -25 1834.1164170767743 1834.458317588921 100 TCGA 1 50 100 0.5 0.0025 125 9905 -26 1832.671137713843 1833.003113099678 100 TCGA 1 50 100 0.5 0.0025 125 9905 -27 1832.397166137491 1832.5022303902324 100 TCGA 1 50 100 0.5 0.0025 125 9905 -28 1831.4113583952765 1833.6378229035804 100 TCGA 1 50 100 0.5 0.0025 125 9905 -29 1830.5174322237938 1830.1001393687186 100 TCGA 1 50 100 0.5 0.0025 125 9905 -30 1829.905488215303 1830.940629048563 100 TCGA 1 50 100 0.5 0.0025 125 9905 -31 1829.130918686538 1831.3246659322 100 TCGA 1 50 100 0.5 0.0025 125 9905 -32 1828.9673741167446 1830.1290657388506 100 TCGA 1 50 100 0.5 0.0025 125 9905 -33 1828.5772471129328 1829.3381605292086 100 TCGA 1 50 100 0.5 0.0025 125 9905 -34 1827.2650129725084 1828.707380285215 100 TCGA 1 50 100 0.5 0.0025 125 9905 -35 1826.9471504900362 1828.25205801959 100 TCGA 1 50 100 0.5 0.0025 125 9905 -36 1826.57539620598 1829.484567613458 100 TCGA 1 50 100 0.5 0.0025 125 9905 -37 1826.162339317917 1829.600452212233 100 TCGA 1 50 100 0.5 0.0025 125 9905 -38 1825.662041602064 1826.5288239292163 100 TCGA 1 50 100 0.5 0.0025 125 9905 -39 1825.1012298893963 1827.0357610807946 100 TCGA 1 50 100 0.5 0.0025 125 9905 -40 1825.0025822387927 1825.7351706039965 100 TCGA 1 50 100 0.5 0.0025 125 9905 -41 1824.7432500117725 1827.6059594849246 100 TCGA 1 50 100 0.5 0.0025 125 9905 -42 1823.853174662002 1825.4878604448022 100 TCGA 1 50 100 0.5 0.0025 125 9905 -43 1823.1833822014262 1824.742864714196 100 TCGA 1 50 100 0.5 0.0025 125 9905 -44 1823.1192331281088 1825.082834828439 100 TCGA 1 50 100 0.5 0.0025 125 9905 -45 1822.6151633864602 1824.9718716875393 100 TCGA 1 50 100 0.5 0.0025 125 9905 -46 1822.039189952361 1822.7977902206344 100 TCGA 1 50 100 0.5 0.0025 125 9905 -47 1822.1047432225973 1822.5853473912532 100 TCGA 1 50 100 0.5 0.0025 125 9905 -48 1821.4925083245985 1823.495528791418 100 TCGA 1 50 100 0.5 0.0025 125 9905 -49 1821.4956185355466 1822.368399001845 100 TCGA 1 50 100 0.5 0.0025 125 9905 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index 3ecfea925..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2326.9709991649243 3541.2423126374056 100 TCGA 1 50 100 0.0 0.0025 125 1568 -1 1948.2165208235956 2413.1729521631596 100 TCGA 1 50 100 0.0 0.0025 125 1568 -2 1915.5786983993705 2030.5211285921796 100 TCGA 1 50 100 0.0 0.0025 125 1568 -3 1896.3949074211337 1892.6509862545147 100 TCGA 1 50 100 0.0 0.0025 125 1568 -4 1885.2121755074331 1880.0834022406957 100 TCGA 1 50 100 0.0 0.0025 125 1568 -5 1876.604942276643 1904.1602163650282 100 TCGA 1 50 100 0.0 0.0025 125 1568 -6 1870.6076427433743 1870.046660916889 100 TCGA 1 50 100 0.0 0.0025 125 1568 -7 1865.7008065633415 1860.0006937764997 100 TCGA 1 50 100 0.0 0.0025 125 1568 -8 1861.5024129972087 1863.1144148476758 100 TCGA 1 50 100 0.0 0.0025 125 1568 -9 1858.3671141270083 1856.9367602171012 100 TCGA 1 50 100 0.0 0.0025 125 1568 -10 1855.640442214729 1853.3692363183104 100 TCGA 1 50 100 0.0 0.0025 125 1568 -11 1853.34062608186 1850.500683961801 100 TCGA 1 50 100 0.0 0.0025 125 1568 -12 1850.9994993877272 1850.829864041889 100 TCGA 1 50 100 0.0 0.0025 125 1568 -13 1848.7075593175334 1845.9051053607884 100 TCGA 1 50 100 0.0 0.0025 125 1568 -14 1846.640542593342 1845.7054964765232 100 TCGA 1 50 100 0.0 0.0025 125 1568 -15 1845.6267936664815 1842.5518105665044 100 TCGA 1 50 100 0.0 0.0025 125 1568 -16 1844.1216833363926 1842.1497575769472 100 TCGA 1 50 100 0.0 0.0025 125 1568 -17 1842.4822490499253 1841.968655533527 100 TCGA 1 50 100 0.0 0.0025 125 1568 -18 1841.1874014471962 1841.7296111907192 100 TCGA 1 50 100 0.0 0.0025 125 1568 -19 1839.7148065934264 1842.365508573139 100 TCGA 1 50 100 0.0 0.0025 125 1568 -20 1838.4065960316616 1842.2258509343592 100 TCGA 1 50 100 0.0 0.0025 125 1568 -21 1837.229254900471 1840.864747934006 100 TCGA 1 50 100 0.0 0.0025 125 1568 -22 1836.8196828275643 1835.5421160980684 100 TCGA 1 50 100 0.0 0.0025 125 1568 -23 1835.5361067879105 1834.282570690366 100 TCGA 1 50 100 0.0 0.0025 125 1568 -24 1835.029452818155 1834.0040412021042 100 TCGA 1 50 100 0.0 0.0025 125 1568 -25 1833.9166965154627 1834.4652295903345 100 TCGA 1 50 100 0.0 0.0025 125 1568 -26 1833.649766429991 1834.1470125284627 100 TCGA 1 50 100 0.0 0.0025 125 1568 -27 1832.344620597457 1831.9542788404915 100 TCGA 1 50 100 0.0 0.0025 125 1568 -28 1831.541637340179 1830.5331804285097 100 TCGA 1 50 100 0.0 0.0025 125 1568 -29 1830.9009418557805 1830.5851326947236 100 TCGA 1 50 100 0.0 0.0025 125 1568 -30 1830.4523160985332 1830.8927879141802 100 TCGA 1 50 100 0.0 0.0025 125 1568 -31 1829.708140687786 1828.59043692584 100 TCGA 1 50 100 0.0 0.0025 125 1568 -32 1829.0800580819784 1827.976985145454 100 TCGA 1 50 100 0.0 0.0025 125 1568 -33 1828.5389648601006 1828.2297209926587 100 TCGA 1 50 100 0.0 0.0025 125 1568 -34 1827.9214543418063 1827.5904645296796 100 TCGA 1 50 100 0.0 0.0025 125 1568 -35 1827.4636552710394 1826.8876996064305 100 TCGA 1 50 100 0.0 0.0025 125 1568 -36 1826.9047383664908 1826.6307158350346 100 TCGA 1 50 100 0.0 0.0025 125 1568 -37 1826.4489297953044 1826.8936730773005 100 TCGA 1 50 100 0.0 0.0025 125 1568 -38 1825.782751455306 1826.029507277599 100 TCGA 1 50 100 0.0 0.0025 125 1568 -39 1825.5496897841688 1827.8579077025754 100 TCGA 1 50 100 0.0 0.0025 125 1568 -40 1824.8146979741477 1823.9001311489087 100 TCGA 1 50 100 0.0 0.0025 125 1568 -41 1823.881777906753 1823.709422969339 100 TCGA 1 50 100 0.0 0.0025 125 1568 -42 1823.851451261912 1823.1657408134422 100 TCGA 1 50 100 0.0 0.0025 125 1568 -43 1823.4266982420786 1824.4273540554334 100 TCGA 1 50 100 0.0 0.0025 125 1568 -44 1823.1590581349542 1822.8597571598225 100 TCGA 1 50 100 0.0 0.0025 125 1568 -45 1822.8376586246416 1822.9788781554255 100 TCGA 1 50 100 0.0 0.0025 125 1568 -46 1822.3701952748938 1822.9557044254475 100 TCGA 1 50 100 0.0 0.0025 125 1568 -47 1822.204111236562 1822.7387364066426 100 TCGA 1 50 100 0.0 0.0025 125 1568 -48 1821.7072376072813 1823.4271258636934 100 TCGA 1 50 100 0.0 0.0025 125 1568 -49 1821.703933220195 1824.7850685311323 100 TCGA 1 50 100 0.0 0.0025 125 1568 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index f7eeab2c1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2319.9570380490945 3564.0470381693626 100 TCGA 1 50 100 1.0 0.0025 125 714 -1 1946.19315274521 2415.9305450592806 100 TCGA 1 50 100 1.0 0.0025 125 714 -2 1916.0026667165175 1923.5492213263583 100 TCGA 1 50 100 1.0 0.0025 125 714 -3 1896.0419974332942 1900.270283301272 100 TCGA 1 50 100 1.0 0.0025 125 714 -4 1883.5436332354336 1880.192707310969 100 TCGA 1 50 100 1.0 0.0025 125 714 -5 1875.806390938821 1880.3881664180276 100 TCGA 1 50 100 1.0 0.0025 125 714 -6 1869.4468434271316 1866.525199851798 100 TCGA 1 50 100 1.0 0.0025 125 714 -7 1865.2491277811157 1868.8906434025596 100 TCGA 1 50 100 1.0 0.0025 125 714 -8 1861.0434952369824 1859.0512370200613 100 TCGA 1 50 100 1.0 0.0025 125 714 -9 1857.5060529107427 1855.0763988399026 100 TCGA 1 50 100 1.0 0.0025 125 714 -10 1854.51149801788 1851.6364267627198 100 TCGA 1 50 100 1.0 0.0025 125 714 -11 1852.5363229282573 1851.502384358315 100 TCGA 1 50 100 1.0 0.0025 125 714 -12 1850.414211494181 1849.0335883519158 100 TCGA 1 50 100 1.0 0.0025 125 714 -13 1848.2075771396082 1847.391142111927 100 TCGA 1 50 100 1.0 0.0025 125 714 -14 1846.7405185335408 1845.0618473225502 100 TCGA 1 50 100 1.0 0.0025 125 714 -15 1845.2710680905723 1843.4774317142353 100 TCGA 1 50 100 1.0 0.0025 125 714 -16 1843.5705630445816 1842.3911979330244 100 TCGA 1 50 100 1.0 0.0025 125 714 -17 1841.7195508079558 1841.5781243865813 100 TCGA 1 50 100 1.0 0.0025 125 714 -18 1840.7448581406443 1841.7975565081265 100 TCGA 1 50 100 1.0 0.0025 125 714 -19 1839.7227197990499 1839.9001648869346 100 TCGA 1 50 100 1.0 0.0025 125 714 -20 1838.2489970722745 1839.640783875432 100 TCGA 1 50 100 1.0 0.0025 125 714 -21 1837.3975054654363 1835.6709223608275 100 TCGA 1 50 100 1.0 0.0025 125 714 -22 1836.320120040667 1844.8523102573413 100 TCGA 1 50 100 1.0 0.0025 125 714 -23 1834.955670790742 1835.8291874411118 100 TCGA 1 50 100 1.0 0.0025 125 714 -24 1834.5998801942355 1834.30358764035 100 TCGA 1 50 100 1.0 0.0025 125 714 -25 1833.5043401793719 1833.0933341021514 100 TCGA 1 50 100 1.0 0.0025 125 714 -26 1833.0454683368766 1831.4482409606626 100 TCGA 1 50 100 1.0 0.0025 125 714 -27 1832.217860054419 1832.3610165083228 100 TCGA 1 50 100 1.0 0.0025 125 714 -28 1831.8570789090622 1832.0011096743483 100 TCGA 1 50 100 1.0 0.0025 125 714 -29 1830.9628246369964 1830.4848123675015 100 TCGA 1 50 100 1.0 0.0025 125 714 -30 1830.107294272759 1830.7080654738536 100 TCGA 1 50 100 1.0 0.0025 125 714 -31 1829.237244013418 1830.631652525322 100 TCGA 1 50 100 1.0 0.0025 125 714 -32 1828.8124627480483 1828.585128400793 100 TCGA 1 50 100 1.0 0.0025 125 714 -33 1828.365486609136 1828.1470021003454 100 TCGA 1 50 100 1.0 0.0025 125 714 -34 1827.8819415074054 1829.1339270816975 100 TCGA 1 50 100 1.0 0.0025 125 714 -35 1827.1849249281886 1830.1849260953204 100 TCGA 1 50 100 1.0 0.0025 125 714 -36 1826.6859197215265 1825.7235199434674 100 TCGA 1 50 100 1.0 0.0025 125 714 -37 1826.3277730276468 1832.360353402756 100 TCGA 1 50 100 1.0 0.0025 125 714 -38 1825.829709447858 1827.0922894501805 100 TCGA 1 50 100 1.0 0.0025 125 714 -39 1825.289062159364 1825.0850682857647 100 TCGA 1 50 100 1.0 0.0025 125 714 -40 1824.745754531058 1824.903318472244 100 TCGA 1 50 100 1.0 0.0025 125 714 -41 1824.420959138833 1824.9421165888034 100 TCGA 1 50 100 1.0 0.0025 125 714 -42 1823.8009139617807 1824.66232836546 100 TCGA 1 50 100 1.0 0.0025 125 714 -43 1823.6672516294936 1823.9294550143295 100 TCGA 1 50 100 1.0 0.0025 125 714 -44 1823.0831293922968 1824.0529650204146 100 TCGA 1 50 100 1.0 0.0025 125 714 -45 1822.6341037420252 1823.1029923788867 100 TCGA 1 50 100 1.0 0.0025 125 714 -46 1822.438610527821 1821.621524983315 100 TCGA 1 50 100 1.0 0.0025 125 714 -47 1822.1639659773866 1824.8405632900833 100 TCGA 1 50 100 1.0 0.0025 125 714 -48 1821.911305092557 1821.9223743227858 100 TCGA 1 50 100 1.0 0.0025 125 714 -49 1821.0036954644509 1822.0301869454695 100 TCGA 1 50 100 1.0 0.0025 125 714 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 4b238594a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2466.619690425109 3946.187003130889 150 TCGA 1 100 100 0.5 0.0025 125 1776 -1 1968.2571657276378 2805.6262820449906 150 TCGA 1 100 100 0.5 0.0025 125 1776 -2 1932.5611478658855 2154.964510050251 150 TCGA 1 100 100 0.5 0.0025 125 1776 -3 1912.435969468006 2053.0619074375786 150 TCGA 1 100 100 0.5 0.0025 125 1776 -4 1898.986274740528 1991.3464901411353 150 TCGA 1 100 100 0.5 0.0025 125 1776 -5 1888.9031283981847 1910.1862547601288 150 TCGA 1 100 100 0.5 0.0025 125 1776 -6 1882.3382184939508 1894.022649870446 150 TCGA 1 100 100 0.5 0.0025 125 1776 -7 1876.8029141626741 1875.6164538512876 150 TCGA 1 100 100 0.5 0.0025 125 1776 -8 1871.525111017356 1870.6477737810144 150 TCGA 1 100 100 0.5 0.0025 125 1776 -9 1867.4252737023785 1871.6215421590373 150 TCGA 1 100 100 0.5 0.0025 125 1776 -10 1864.2764683563882 1864.3045703370367 150 TCGA 1 100 100 0.5 0.0025 125 1776 -11 1861.5832071390544 1860.6334191710505 150 TCGA 1 100 100 0.5 0.0025 125 1776 -12 1858.7528136123808 1857.4087533615343 150 TCGA 1 100 100 0.5 0.0025 125 1776 -13 1856.3679305088415 1854.425364125314 150 TCGA 1 100 100 0.5 0.0025 125 1776 -14 1854.3145682463385 1852.5356758156015 150 TCGA 1 100 100 0.5 0.0025 125 1776 -15 1852.626953343007 1851.1018072540437 150 TCGA 1 100 100 0.5 0.0025 125 1776 -16 1849.9020208679601 1848.9058445302685 150 TCGA 1 100 100 0.5 0.0025 125 1776 -17 1849.362842878735 1852.2603367177685 150 TCGA 1 100 100 0.5 0.0025 125 1776 -18 1847.8386353642722 1851.870741034273 150 TCGA 1 100 100 0.5 0.0025 125 1776 -19 1846.0737544222727 1845.5318063707207 150 TCGA 1 100 100 0.5 0.0025 125 1776 -20 1844.5692091936617 1846.7226832404208 150 TCGA 1 100 100 0.5 0.0025 125 1776 -21 1843.5626484219124 1842.560019334956 150 TCGA 1 100 100 0.5 0.0025 125 1776 -22 1842.9030015725937 1842.691944218161 150 TCGA 1 100 100 0.5 0.0025 125 1776 -23 1841.9809827152035 1840.3945429049545 150 TCGA 1 100 100 0.5 0.0025 125 1776 -24 1840.970695712761 1841.0263033919598 150 TCGA 1 100 100 0.5 0.0025 125 1776 -25 1839.702690511985 1840.4947663120288 150 TCGA 1 100 100 0.5 0.0025 125 1776 -26 1838.6222568720177 1840.869739321608 150 TCGA 1 100 100 0.5 0.0025 125 1776 -27 1837.5756797513761 1838.290687446019 150 TCGA 1 100 100 0.5 0.0025 125 1776 -28 1836.6215329115405 1836.5136988654208 150 TCGA 1 100 100 0.5 0.0025 125 1776 -29 1835.879052859729 1838.307422733786 150 TCGA 1 100 100 0.5 0.0025 125 1776 -30 1834.8887965886477 1833.9149844682397 150 TCGA 1 100 100 0.5 0.0025 125 1776 -31 1834.3732255317627 1834.8153910421247 150 TCGA 1 100 100 0.5 0.0025 125 1776 -32 1834.1002574145282 1834.8663127649968 150 TCGA 1 100 100 0.5 0.0025 125 1776 -33 1832.9458579127179 1836.6322628768844 150 TCGA 1 100 100 0.5 0.0025 125 1776 -34 1832.470792562385 1833.9672232009657 150 TCGA 1 100 100 0.5 0.0025 125 1776 -35 1831.8818419326933 1832.082379058378 150 TCGA 1 100 100 0.5 0.0025 125 1776 -36 1831.1582738819072 1832.189203463607 150 TCGA 1 100 100 0.5 0.0025 125 1776 -37 1830.6068310350668 1832.4769980272456 150 TCGA 1 100 100 0.5 0.0025 125 1776 -38 1829.717382537266 1829.2428634873586 150 TCGA 1 100 100 0.5 0.0025 125 1776 -39 1829.7034632242849 1830.1405544568545 150 TCGA 1 100 100 0.5 0.0025 125 1776 -40 1829.1550010922153 1829.7758660244583 150 TCGA 1 100 100 0.5 0.0025 125 1776 -41 1828.6367542715209 1832.5550911294756 150 TCGA 1 100 100 0.5 0.0025 125 1776 -42 1827.640889537908 1829.0581508617306 150 TCGA 1 100 100 0.5 0.0025 125 1776 -43 1827.4807047153613 1831.0946400704695 150 TCGA 1 100 100 0.5 0.0025 125 1776 -44 1826.9506358093336 1828.2017981754475 150 TCGA 1 100 100 0.5 0.0025 125 1776 -45 1826.4034553814818 1831.3518735032585 150 TCGA 1 100 100 0.5 0.0025 125 1776 -46 1825.7979774479356 1827.094662153541 150 TCGA 1 100 100 0.5 0.0025 125 1776 -47 1825.4951472724704 1828.0241797365734 150 TCGA 1 100 100 0.5 0.0025 125 1776 -48 1824.7248048455551 1830.2778547277403 150 TCGA 1 100 100 0.5 0.0025 125 1776 -49 1824.7084497808812 1825.608262871977 150 TCGA 1 100 100 0.5 0.0025 125 1776 -50 1824.017407984137 1825.185548715256 150 TCGA 1 100 100 0.5 0.0025 125 1776 -51 1824.0742286556945 1824.6565518019786 150 TCGA 1 100 100 0.5 0.0025 125 1776 -52 1823.6442399789798 1824.1668541683025 150 TCGA 1 100 100 0.5 0.0025 125 1776 -53 1823.530932881521 1824.961177960113 150 TCGA 1 100 100 0.5 0.0025 125 1776 -54 1823.018864707125 1824.8640682661353 150 TCGA 1 100 100 0.5 0.0025 125 1776 -55 1822.4962667794562 1826.8433868561558 150 TCGA 1 100 100 0.5 0.0025 125 1776 -56 1822.1679895424206 1822.83623868856 150 TCGA 1 100 100 0.5 0.0025 125 1776 -57 1821.699812410399 1822.909610920815 150 TCGA 1 100 100 0.5 0.0025 125 1776 -58 1821.6197155367943 1823.2375887003377 150 TCGA 1 100 100 0.5 0.0025 125 1776 -59 1821.3710994454336 1823.6751420677606 150 TCGA 1 100 100 0.5 0.0025 125 1776 -60 1820.9039531732885 1821.1468150076555 150 TCGA 1 100 100 0.5 0.0025 125 1776 -61 1820.3761634626537 1822.0692285892353 150 TCGA 1 100 100 0.5 0.0025 125 1776 -62 1820.450957369706 1821.640635428117 150 TCGA 1 100 100 0.5 0.0025 125 1776 -63 1820.0824032653748 1821.9436599501414 150 TCGA 1 100 100 0.5 0.0025 125 1776 -64 1820.0645509829064 1821.2460520375314 150 TCGA 1 100 100 0.5 0.0025 125 1776 -65 1820.0007486906497 1820.0645917576162 150 TCGA 1 100 100 0.5 0.0025 125 1776 -66 1819.834089563393 1821.7973675751805 150 TCGA 1 100 100 0.5 0.0025 125 1776 -67 1819.4617704367422 1820.6296748635757 150 TCGA 1 100 100 0.5 0.0025 125 1776 -68 1818.7908241194477 1820.8319999656485 150 TCGA 1 100 100 0.5 0.0025 125 1776 -69 1819.0661492333347 1819.9637990980293 150 TCGA 1 100 100 0.5 0.0025 125 1776 -70 1818.6008367682157 1820.1483939472755 150 TCGA 1 100 100 0.5 0.0025 125 1776 -71 1818.21649475813 1819.0833243365264 150 TCGA 1 100 100 0.5 0.0025 125 1776 -72 1818.087940534985 1819.1418996839668 150 TCGA 1 100 100 0.5 0.0025 125 1776 -73 1817.9089469786188 1819.0551125991285 150 TCGA 1 100 100 0.5 0.0025 125 1776 -74 1817.9214389995614 1818.667143701908 150 TCGA 1 100 100 0.5 0.0025 125 1776 -75 1817.3279801479528 1819.722390639722 150 TCGA 1 100 100 0.5 0.0025 125 1776 -76 1817.4094163068823 1819.5685084357333 150 TCGA 1 100 100 0.5 0.0025 125 1776 -77 1817.2092238693501 1820.6187394491992 150 TCGA 1 100 100 0.5 0.0025 125 1776 -78 1816.7682288759906 1819.8474489144944 150 TCGA 1 100 100 0.5 0.0025 125 1776 -79 1816.6860418054646 1818.2246572216552 150 TCGA 1 100 100 0.5 0.0025 125 1776 -80 1816.5358511201637 1818.2199756104742 150 TCGA 1 100 100 0.5 0.0025 125 1776 -81 1816.1204568697067 1817.953893000157 150 TCGA 1 100 100 0.5 0.0025 125 1776 -82 1815.8579262070177 1817.136704641371 150 TCGA 1 100 100 0.5 0.0025 125 1776 -83 1815.7256269228221 1816.898341193271 150 TCGA 1 100 100 0.5 0.0025 125 1776 -84 1815.8057875771092 1816.7367980036904 150 TCGA 1 100 100 0.5 0.0025 125 1776 -85 1815.4772907388651 1816.5765117089354 150 TCGA 1 100 100 0.5 0.0025 125 1776 -86 1815.0468456235524 1818.4265247134108 150 TCGA 1 100 100 0.5 0.0025 125 1776 -87 1815.2947236929824 1818.6647311263348 150 TCGA 1 100 100 0.5 0.0025 125 1776 -88 1814.9381371936784 1816.5519688285176 150 TCGA 1 100 100 0.5 0.0025 125 1776 -89 1815.518428570432 1816.0716141743876 150 TCGA 1 100 100 0.5 0.0025 125 1776 -90 1814.9327523654854 1816.339403928824 150 TCGA 1 100 100 0.5 0.0025 125 1776 -91 1814.7128775582034 1816.918134373037 150 TCGA 1 100 100 0.5 0.0025 125 1776 -92 1814.5322411553457 1815.6272696490264 150 TCGA 1 100 100 0.5 0.0025 125 1776 -93 1814.8490685676807 1817.3777505692526 150 TCGA 1 100 100 0.5 0.0025 125 1776 -94 1814.1837824895879 1818.6408378562735 150 TCGA 1 100 100 0.5 0.0025 125 1776 -95 1814.4856069713635 1815.991531755457 150 TCGA 1 100 100 0.5 0.0025 125 1776 -96 1814.3474222194511 1816.1113526617462 150 TCGA 1 100 100 0.5 0.0025 125 1776 -97 1814.100504716255 1816.5782206933104 150 TCGA 1 100 100 0.5 0.0025 125 1776 -98 1814.2581269478928 1814.7116686950376 150 TCGA 1 100 100 0.5 0.0025 125 1776 -99 1813.8996929071195 1815.2592491264918 150 TCGA 1 100 100 0.5 0.0025 125 1776 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index f6471dfd9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2483.793844116361 3947.3020240361966 150 TCGA 1 100 100 0.0 0.0025 125 1252 -1 1967.8815794658522 3281.707574738929 150 TCGA 1 100 100 0.0 0.0025 125 1252 -2 1932.4845353305466 2288.251370377277 150 TCGA 1 100 100 0.0 0.0025 125 1252 -3 1912.653676740372 2069.88315478761 150 TCGA 1 100 100 0.0 0.0025 125 1252 -4 1898.700769188761 1902.512880564934 150 TCGA 1 100 100 0.0 0.0025 125 1252 -5 1889.269278021207 1892.0821815375707 150 TCGA 1 100 100 0.0 0.0025 125 1252 -6 1881.6411200803443 1901.0387122379475 150 TCGA 1 100 100 0.0 0.0025 125 1252 -7 1875.9781830552727 1881.2062963744504 150 TCGA 1 100 100 0.0 0.0025 125 1252 -8 1872.0825381163495 1868.4220081118483 150 TCGA 1 100 100 0.0 0.0025 125 1252 -9 1868.1696287781708 1868.7408514741678 150 TCGA 1 100 100 0.0 0.0025 125 1252 -10 1865.1030812051124 1860.074548155818 150 TCGA 1 100 100 0.0 0.0025 125 1252 -11 1862.4378500511662 1867.6619412982884 150 TCGA 1 100 100 0.0 0.0025 125 1252 -12 1859.4649297265232 1865.69704663454 150 TCGA 1 100 100 0.0 0.0025 125 1252 -13 1856.5021320951478 1854.7735650910804 150 TCGA 1 100 100 0.0 0.0025 125 1252 -14 1854.6483994986493 1851.3865365646593 150 TCGA 1 100 100 0.0 0.0025 125 1252 -15 1852.723247675827 1849.888775542753 150 TCGA 1 100 100 0.0 0.0025 125 1252 -16 1851.0341330203696 1847.85302734375 150 TCGA 1 100 100 0.0 0.0025 125 1252 -17 1849.2614224511926 1845.588125564345 150 TCGA 1 100 100 0.0 0.0025 125 1252 -18 1847.9285911698869 1846.243894644119 150 TCGA 1 100 100 0.0 0.0025 125 1252 -19 1846.299029086607 1843.414014039926 150 TCGA 1 100 100 0.0 0.0025 125 1252 -20 1844.8351155044857 1843.5855154679648 150 TCGA 1 100 100 0.0 0.0025 125 1252 -21 1843.6922835375478 1843.3840608069645 150 TCGA 1 100 100 0.0 0.0025 125 1252 -22 1842.7432401197034 1844.7133365803627 150 TCGA 1 100 100 0.0 0.0025 125 1252 -23 1841.4569838607215 1843.6409329361652 150 TCGA 1 100 100 0.0 0.0025 125 1252 -24 1840.8993519986232 1841.4387501472204 150 TCGA 1 100 100 0.0 0.0025 125 1252 -25 1840.2559479539823 1841.5221450268923 150 TCGA 1 100 100 0.0 0.0025 125 1252 -26 1838.6612871887296 1838.1439159910883 150 TCGA 1 100 100 0.0 0.0025 125 1252 -27 1837.651600972791 1838.5754799387562 150 TCGA 1 100 100 0.0 0.0025 125 1252 -28 1837.2010851490775 1835.3586180413788 150 TCGA 1 100 100 0.0 0.0025 125 1252 -29 1836.1989118642261 1837.1801671933888 150 TCGA 1 100 100 0.0 0.0025 125 1252 -30 1835.5721476423194 1834.9511191209956 150 TCGA 1 100 100 0.0 0.0025 125 1252 -31 1834.917814264767 1832.8266061754082 150 TCGA 1 100 100 0.0 0.0025 125 1252 -32 1833.753866381964 1832.6697691337547 150 TCGA 1 100 100 0.0 0.0025 125 1252 -33 1833.5531512861978 1833.0957755084014 150 TCGA 1 100 100 0.0 0.0025 125 1252 -34 1832.7860345185795 1831.440647451123 150 TCGA 1 100 100 0.0 0.0025 125 1252 -35 1832.3090403101542 1832.5167855880968 150 TCGA 1 100 100 0.0 0.0025 125 1252 -36 1831.8068208623138 1830.3234029031878 150 TCGA 1 100 100 0.0 0.0025 125 1252 -37 1831.0422715362606 1832.405925501531 150 TCGA 1 100 100 0.0 0.0025 125 1252 -38 1830.523834449929 1830.0325357255026 150 TCGA 1 100 100 0.0 0.0025 125 1252 -39 1830.1101221918514 1830.0808921315563 150 TCGA 1 100 100 0.0 0.0025 125 1252 -40 1829.0038103132804 1827.9439678863066 150 TCGA 1 100 100 0.0 0.0025 125 1252 -41 1828.8559887103968 1836.2172416035255 150 TCGA 1 100 100 0.0 0.0025 125 1252 -42 1827.7287885289277 1827.0805069046403 150 TCGA 1 100 100 0.0 0.0025 125 1252 -43 1827.3693958976091 1827.4326570597127 150 TCGA 1 100 100 0.0 0.0025 125 1252 -44 1827.0934767554363 1829.698491848893 150 TCGA 1 100 100 0.0 0.0025 125 1252 -45 1826.7655289815277 1827.546024801743 150 TCGA 1 100 100 0.0 0.0025 125 1252 -46 1826.147569941016 1825.7486149006752 150 TCGA 1 100 100 0.0 0.0025 125 1252 -47 1825.9092163535577 1824.6492294234847 150 TCGA 1 100 100 0.0 0.0025 125 1252 -48 1825.3687460186466 1824.5230780366678 150 TCGA 1 100 100 0.0 0.0025 125 1252 -49 1824.9861376958575 1825.870929967219 150 TCGA 1 100 100 0.0 0.0025 125 1252 -50 1824.5143208955599 1825.028135060066 150 TCGA 1 100 100 0.0 0.0025 125 1252 -51 1824.1222315150746 1823.599176301429 150 TCGA 1 100 100 0.0 0.0025 125 1252 -52 1823.6484731577752 1824.8671629632538 150 TCGA 1 100 100 0.0 0.0025 125 1252 -53 1823.8401064075972 1824.6414721311637 150 TCGA 1 100 100 0.0 0.0025 125 1252 -54 1823.7340009135585 1824.4808300535883 150 TCGA 1 100 100 0.0 0.0025 125 1252 -55 1822.806114860166 1824.2721020875863 150 TCGA 1 100 100 0.0 0.0025 125 1252 -56 1822.466783917207 1824.1268181728958 150 TCGA 1 100 100 0.0 0.0025 125 1252 -57 1822.5914017372545 1822.2305644433104 150 TCGA 1 100 100 0.0 0.0025 125 1252 -58 1822.0574934821348 1823.4998625942212 150 TCGA 1 100 100 0.0 0.0025 125 1252 -59 1821.588223371858 1826.5885224462154 150 TCGA 1 100 100 0.0 0.0025 125 1252 -60 1821.0856239650116 1821.4671477504712 150 TCGA 1 100 100 0.0 0.0025 125 1252 -61 1820.9431875718333 1823.2104394040516 150 TCGA 1 100 100 0.0 0.0025 125 1252 -62 1820.8214990168972 1820.0330436361494 150 TCGA 1 100 100 0.0 0.0025 125 1252 -63 1820.5248799162766 1820.1743170196687 150 TCGA 1 100 100 0.0 0.0025 125 1252 -64 1820.2714822085552 1820.0295949964668 150 TCGA 1 100 100 0.0 0.0025 125 1252 -65 1819.6997210518273 1819.7494982235396 150 TCGA 1 100 100 0.0 0.0025 125 1252 -66 1819.6356179507427 1821.0318278403738 150 TCGA 1 100 100 0.0 0.0025 125 1252 -67 1819.5392249424897 1819.922685939463 150 TCGA 1 100 100 0.0 0.0025 125 1252 -68 1818.9297418246274 1818.8348811930748 150 TCGA 1 100 100 0.0 0.0025 125 1252 -69 1819.1008662672923 1820.0135712743404 150 TCGA 1 100 100 0.0 0.0025 125 1252 -70 1818.5204923203753 1819.543925683103 150 TCGA 1 100 100 0.0 0.0025 125 1252 -71 1818.481187314803 1818.5368891577025 150 TCGA 1 100 100 0.0 0.0025 125 1252 -72 1818.4851817213967 1819.9261327388897 150 TCGA 1 100 100 0.0 0.0025 125 1252 -73 1817.808610209531 1817.9841676644944 150 TCGA 1 100 100 0.0 0.0025 125 1252 -74 1818.0272491076971 1819.9957281524812 150 TCGA 1 100 100 0.0 0.0025 125 1252 -75 1817.880380304547 1817.0831084131596 150 TCGA 1 100 100 0.0 0.0025 125 1252 -76 1817.4134974530239 1817.7986539141018 150 TCGA 1 100 100 0.0 0.0025 125 1252 -77 1816.9633595717514 1819.4766864105684 150 TCGA 1 100 100 0.0 0.0025 125 1252 -78 1817.1532296352002 1818.717759328871 150 TCGA 1 100 100 0.0 0.0025 125 1252 -79 1817.2698655365327 1821.4381299809595 150 TCGA 1 100 100 0.0 0.0025 125 1252 -80 1816.7051054167553 1819.895048361927 150 TCGA 1 100 100 0.0 0.0025 125 1252 -81 1816.6297292674224 1819.9371663002512 150 TCGA 1 100 100 0.0 0.0025 125 1252 -82 1816.7276689946912 1818.5697647171403 150 TCGA 1 100 100 0.0 0.0025 125 1252 -83 1816.5095774849312 1816.1640956246074 150 TCGA 1 100 100 0.0 0.0025 125 1252 -84 1815.8761629040107 1816.1402317986417 150 TCGA 1 100 100 0.0 0.0025 125 1252 -85 1815.6104612609133 1815.3346425732177 150 TCGA 1 100 100 0.0 0.0025 125 1252 -86 1815.5434637758426 1815.9676390988143 150 TCGA 1 100 100 0.0 0.0025 125 1252 -87 1815.7302803919242 1816.1632429726758 150 TCGA 1 100 100 0.0 0.0025 125 1252 -88 1815.2301286045283 1815.8554460535097 150 TCGA 1 100 100 0.0 0.0025 125 1252 -89 1815.2538941506098 1815.9594309437814 150 TCGA 1 100 100 0.0 0.0025 125 1252 -90 1815.0642105104241 1815.975609247409 150 TCGA 1 100 100 0.0 0.0025 125 1252 -91 1815.4520601310267 1816.3971885796168 150 TCGA 1 100 100 0.0 0.0025 125 1252 -92 1815.0787839943814 1815.5842561194645 150 TCGA 1 100 100 0.0 0.0025 125 1252 -93 1814.6089055763582 1815.7133654110396 150 TCGA 1 100 100 0.0 0.0025 125 1252 -94 1814.7746893508797 1815.687498159744 150 TCGA 1 100 100 0.0 0.0025 125 1252 -95 1814.348955789918 1815.0521626688128 150 TCGA 1 100 100 0.0 0.0025 125 1252 -96 1814.445333019912 1815.3894582777168 150 TCGA 1 100 100 0.0 0.0025 125 1252 -97 1814.2217497358845 1814.278200695862 150 TCGA 1 100 100 0.0 0.0025 125 1252 -98 1814.0789995488344 1813.8015817613457 150 TCGA 1 100 100 0.0 0.0025 125 1252 -99 1813.7763775292085 1814.5866729889683 150 TCGA 1 100 100 0.0 0.0025 125 1252 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index 1bb316fb4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2474.781507902319 4035.7257687362594 150 TCGA 1 100 100 1.0 0.0025 125 5185 -1 1969.4497761531045 2773.471674780151 150 TCGA 1 100 100 1.0 0.0025 125 5185 -2 1935.0894708489718 2266.856603574513 150 TCGA 1 100 100 1.0 0.0025 125 5185 -3 1913.6624246267938 2061.643132655465 150 TCGA 1 100 100 1.0 0.0025 125 5185 -4 1899.5010096859435 1961.3277514280387 150 TCGA 1 100 100 1.0 0.0025 125 5185 -5 1890.1394365619158 1899.3227943918812 150 TCGA 1 100 100 1.0 0.0025 125 5185 -6 1882.5999027034616 1885.2057209877512 150 TCGA 1 100 100 1.0 0.0025 125 5185 -7 1876.7365185950189 1874.9814029866127 150 TCGA 1 100 100 1.0 0.0025 125 5185 -8 1872.7282303219222 1868.07225642372 150 TCGA 1 100 100 1.0 0.0025 125 5185 -9 1869.319408356711 1863.869455922189 150 TCGA 1 100 100 1.0 0.0025 125 5185 -10 1865.0677984020303 1862.616182106823 150 TCGA 1 100 100 1.0 0.0025 125 5185 -11 1862.1841897539748 1858.6368352995446 150 TCGA 1 100 100 1.0 0.0025 125 5185 -12 1859.3851677798468 1858.0764436194645 150 TCGA 1 100 100 1.0 0.0025 125 5185 -13 1856.8239546072298 1858.7835687225188 150 TCGA 1 100 100 1.0 0.0025 125 5185 -14 1856.2856354294563 1854.5454058623195 150 TCGA 1 100 100 1.0 0.0025 125 5185 -15 1853.3907718004853 1850.285478908213 150 TCGA 1 100 100 1.0 0.0025 125 5185 -16 1851.459026259601 1850.310646862241 150 TCGA 1 100 100 1.0 0.0025 125 5185 -17 1849.8947253307604 1848.7127986122016 150 TCGA 1 100 100 1.0 0.0025 125 5185 -18 1847.992149771158 1848.9875402402638 150 TCGA 1 100 100 1.0 0.0025 125 5185 -19 1846.7904318021683 1844.7196511120053 150 TCGA 1 100 100 1.0 0.0025 125 5185 -20 1845.3389960432814 1844.3801422885913 150 TCGA 1 100 100 1.0 0.0025 125 5185 -21 1844.6399724232006 1841.6573590609296 150 TCGA 1 100 100 1.0 0.0025 125 5185 -22 1842.9810715258182 1841.1268807415986 150 TCGA 1 100 100 1.0 0.0025 125 5185 -23 1841.841987508524 1840.9262879338096 150 TCGA 1 100 100 1.0 0.0025 125 5185 -24 1840.8167363671482 1839.5302544215217 150 TCGA 1 100 100 1.0 0.0025 125 5185 -25 1839.8638014284038 1838.672211766842 150 TCGA 1 100 100 1.0 0.0025 125 5185 -26 1839.1393028963541 1838.770379608001 150 TCGA 1 100 100 1.0 0.0025 125 5185 -27 1837.7983082736066 1838.5890855645414 150 TCGA 1 100 100 1.0 0.0025 125 5185 -28 1837.366201386067 1836.2110614105684 150 TCGA 1 100 100 1.0 0.0025 125 5185 -29 1836.4547127315889 1834.7795845683495 150 TCGA 1 100 100 1.0 0.0025 125 5185 -30 1835.8216111951408 1835.394112285058 150 TCGA 1 100 100 1.0 0.0025 125 5185 -31 1834.790954950918 1832.254681611181 150 TCGA 1 100 100 1.0 0.0025 125 5185 -32 1834.1081287219251 1833.0252403374293 150 TCGA 1 100 100 1.0 0.0025 125 5185 -33 1833.3626110146308 1831.8828953115185 150 TCGA 1 100 100 1.0 0.0025 125 5185 -34 1833.048442020921 1832.244835628337 150 TCGA 1 100 100 1.0 0.0025 125 5185 -35 1832.414100010835 1830.874677341787 150 TCGA 1 100 100 1.0 0.0025 125 5185 -36 1831.6534605455233 1830.5393784106077 150 TCGA 1 100 100 1.0 0.0025 125 5185 -37 1830.98119404577 1830.1078107824278 150 TCGA 1 100 100 1.0 0.0025 125 5185 -38 1830.4332289561082 1830.308131845752 150 TCGA 1 100 100 1.0 0.0025 125 5185 -39 1829.9391659143607 1829.2818873419833 150 TCGA 1 100 100 1.0 0.0025 125 5185 -40 1829.18437097232 1827.7663887062265 150 TCGA 1 100 100 1.0 0.0025 125 5185 -41 1828.6356669341976 1829.2153798779052 150 TCGA 1 100 100 1.0 0.0025 125 5185 -42 1828.6123239538715 1826.6661027304492 150 TCGA 1 100 100 1.0 0.0025 125 5185 -43 1827.5862187699477 1828.072157049898 150 TCGA 1 100 100 1.0 0.0025 125 5185 -44 1827.3568389650727 1825.8096917693938 150 TCGA 1 100 100 1.0 0.0025 125 5185 -45 1826.3631785823134 1827.1302490234375 150 TCGA 1 100 100 1.0 0.0025 125 5185 -46 1826.5981620263144 1825.3050389888897 150 TCGA 1 100 100 1.0 0.0025 125 5185 -47 1825.9316439087308 1824.7719395316426 150 TCGA 1 100 100 1.0 0.0025 125 5185 -48 1825.6196647275306 1824.8490861288867 150 TCGA 1 100 100 1.0 0.0025 125 5185 -49 1825.226067365154 1823.5669331766253 150 TCGA 1 100 100 1.0 0.0025 125 5185 -50 1824.4500604887762 1824.470403776696 150 TCGA 1 100 100 1.0 0.0025 125 5185 -51 1824.442898467258 1825.446344270179 150 TCGA 1 100 100 1.0 0.0025 125 5185 -52 1824.3845987406169 1823.3815237074043 150 TCGA 1 100 100 1.0 0.0025 125 5185 -53 1823.8188620855904 1823.3410926703832 150 TCGA 1 100 100 1.0 0.0025 125 5185 -54 1823.4077842653642 1823.3167080519786 150 TCGA 1 100 100 1.0 0.0025 125 5185 -55 1822.8676239364527 1823.706263249843 150 TCGA 1 100 100 1.0 0.0025 125 5185 -56 1822.7116918179563 1820.7926878042556 150 TCGA 1 100 100 1.0 0.0025 125 5185 -57 1822.5467317148782 1823.2725915956737 150 TCGA 1 100 100 1.0 0.0025 125 5185 -58 1822.4187885790693 1822.012506379554 150 TCGA 1 100 100 1.0 0.0025 125 5185 -59 1821.8338994340102 1820.5067954518688 150 TCGA 1 100 100 1.0 0.0025 125 5185 -60 1821.4289828740216 1823.1340558996153 150 TCGA 1 100 100 1.0 0.0025 125 5185 -61 1821.163720828479 1821.3939687450927 150 TCGA 1 100 100 1.0 0.0025 125 5185 -62 1821.0687112383498 1821.945503273202 150 TCGA 1 100 100 1.0 0.0025 125 5185 -63 1820.731643194758 1820.7201841728172 150 TCGA 1 100 100 1.0 0.0025 125 5185 -64 1820.1358162008873 1820.705532668224 150 TCGA 1 100 100 1.0 0.0025 125 5185 -65 1819.8307113673009 1819.4737530425566 150 TCGA 1 100 100 1.0 0.0025 125 5185 -66 1819.7317052586347 1818.9098059879475 150 TCGA 1 100 100 1.0 0.0025 125 5185 -67 1819.5976356892118 1818.4988903256517 150 TCGA 1 100 100 1.0 0.0025 125 5185 -68 1819.3930995978205 1820.4364044342808 150 TCGA 1 100 100 1.0 0.0025 125 5185 -69 1819.1900184172341 1818.6739943614557 150 TCGA 1 100 100 1.0 0.0025 125 5185 -70 1818.8954301202439 1819.8020221959407 150 TCGA 1 100 100 1.0 0.0025 125 5185 -71 1818.3462928885235 1818.579284974678 150 TCGA 1 100 100 1.0 0.0025 125 5185 -72 1818.1939963506713 1819.9582102406564 150 TCGA 1 100 100 1.0 0.0025 125 5185 -73 1818.34054935701 1817.224760889408 150 TCGA 1 100 100 1.0 0.0025 125 5185 -74 1817.8509204965414 1816.9726200582993 150 TCGA 1 100 100 1.0 0.0025 125 5185 -75 1818.0272186139637 1816.9245261954302 150 TCGA 1 100 100 1.0 0.0025 125 5185 -76 1817.424717293931 1817.8370809123744 150 TCGA 1 100 100 1.0 0.0025 125 5185 -77 1817.3025938558424 1816.9352806513034 150 TCGA 1 100 100 1.0 0.0025 125 5185 -78 1817.004355249108 1818.4585678637327 150 TCGA 1 100 100 1.0 0.0025 125 5185 -79 1816.861256850326 1817.4685757891018 150 TCGA 1 100 100 1.0 0.0025 125 5185 -80 1816.4746202344752 1816.5819729752277 150 TCGA 1 100 100 1.0 0.0025 125 5185 -81 1816.798473250428 1816.2056406299073 150 TCGA 1 100 100 1.0 0.0025 125 5185 -82 1816.3608616172023 1816.545987383205 150 TCGA 1 100 100 1.0 0.0025 125 5185 -83 1816.076267266702 1815.4207180924152 150 TCGA 1 100 100 1.0 0.0025 125 5185 -84 1816.304586808002 1816.2640613958465 150 TCGA 1 100 100 1.0 0.0025 125 5185 -85 1815.642917507447 1815.2414464902638 150 TCGA 1 100 100 1.0 0.0025 125 5185 -86 1815.9366196467283 1815.9430587998586 150 TCGA 1 100 100 1.0 0.0025 125 5185 -87 1815.4801551605099 1814.9735947805434 150 TCGA 1 100 100 1.0 0.0025 125 5185 -88 1815.174515501172 1815.2305607627984 150 TCGA 1 100 100 1.0 0.0025 125 5185 -89 1815.0617392508364 1815.544691843004 150 TCGA 1 100 100 1.0 0.0025 125 5185 -90 1815.3536621121 1816.0057158350346 150 TCGA 1 100 100 1.0 0.0025 125 5185 -91 1815.411667256739 1815.25108145709 150 TCGA 1 100 100 1.0 0.0025 125 5185 -92 1815.3505116107276 1814.8241107883166 150 TCGA 1 100 100 1.0 0.0025 125 5185 -93 1814.9774821626647 1825.532525910804 150 TCGA 1 100 100 1.0 0.0025 125 5185 -94 1814.9845139931083 1814.263466993169 150 TCGA 1 100 100 1.0 0.0025 125 5185 -95 1814.3543653074073 1814.671848622998 150 TCGA 1 100 100 1.0 0.0025 125 5185 -96 1814.3052113300216 1815.0238325416144 150 TCGA 1 100 100 1.0 0.0025 125 5185 -97 1814.5974010727691 1815.1183701711684 150 TCGA 1 100 100 1.0 0.0025 125 5185 -98 1814.604989584169 1814.0790383803785 150 TCGA 1 100 100 1.0 0.0025 125 5185 -99 1813.9655870586012 1815.0908571176194 150 TCGA 1 100 100 1.0 0.0025 125 5185 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 5869b0126..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2480.047194107793 4243.896572707286 150 TCGA 1 50 100 0.5 0.0025 125 6644 -1 1967.8740607575787 2836.3102229899496 150 TCGA 1 50 100 0.5 0.0025 125 6644 -2 1934.4790884657275 2269.9518319134736 150 TCGA 1 50 100 0.5 0.0025 125 6644 -3 1911.8859199994854 1986.5952314060537 150 TCGA 1 50 100 0.5 0.0025 125 6644 -4 1898.6812526678611 1936.0572675388662 150 TCGA 1 50 100 0.5 0.0025 125 6644 -5 1889.267284442277 1894.2965486612752 150 TCGA 1 50 100 0.5 0.0025 125 6644 -6 1882.3088049851885 1902.0541918577262 150 TCGA 1 50 100 0.5 0.0025 125 6644 -7 1875.8192306401036 1884.2586700592808 150 TCGA 1 50 100 0.5 0.0025 125 6644 -8 1872.5775409455357 1874.9723753042556 150 TCGA 1 50 100 0.5 0.0025 125 6644 -9 1869.349202941765 1867.5796033389604 150 TCGA 1 50 100 0.5 0.0025 125 6644 -10 1864.9968623610423 1863.2896016949985 150 TCGA 1 50 100 0.5 0.0025 125 6644 -11 1862.819933685531 1859.6933477200455 150 TCGA 1 50 100 0.5 0.0025 125 6644 -12 1859.5501061367236 1857.5684440267744 150 TCGA 1 50 100 0.5 0.0025 125 6644 -13 1856.7088256931315 1856.4031184977623 150 TCGA 1 50 100 0.5 0.0025 125 6644 -14 1854.7620388660757 1853.820916717376 150 TCGA 1 50 100 0.5 0.0025 125 6644 -15 1853.1352021840817 1851.24364314247 150 TCGA 1 50 100 0.5 0.0025 125 6644 -16 1850.7653694957585 1850.762148143059 150 TCGA 1 50 100 0.5 0.0025 125 6644 -17 1849.0514806165588 1849.267816744857 150 TCGA 1 50 100 0.5 0.0025 125 6644 -18 1847.7159881506639 1851.4203089421717 150 TCGA 1 50 100 0.5 0.0025 125 6644 -19 1846.8227200879091 1846.427844790358 150 TCGA 1 50 100 0.5 0.0025 125 6644 -20 1845.8109206071802 1845.774656362869 150 TCGA 1 50 100 0.5 0.0025 125 6644 -21 1844.2774373158932 1843.416200877434 150 TCGA 1 50 100 0.5 0.0025 125 6644 -22 1843.045202409174 1843.4285526754868 150 TCGA 1 50 100 0.5 0.0025 125 6644 -23 1841.3991991620683 1841.5011605880968 150 TCGA 1 50 100 0.5 0.0025 125 6644 -24 1841.008228048654 1841.4993927155308 150 TCGA 1 50 100 0.5 0.0025 125 6644 -25 1839.6160746286032 1841.1886642686086 150 TCGA 1 50 100 0.5 0.0025 125 6644 -26 1838.6529614184235 1843.2424377748116 150 TCGA 1 50 100 0.5 0.0025 125 6644 -27 1837.939148065035 1838.2250792536904 150 TCGA 1 50 100 0.5 0.0025 125 6644 -28 1837.3122912855176 1837.9000244140625 150 TCGA 1 50 100 0.5 0.0025 125 6644 -29 1836.415657766457 1837.1708248272614 150 TCGA 1 50 100 0.5 0.0025 125 6644 -30 1835.2864320407768 1837.238817991324 150 TCGA 1 50 100 0.5 0.0025 125 6644 -31 1834.590207930747 1834.7297645453832 150 TCGA 1 50 100 0.5 0.0025 125 6644 -32 1833.8906124645957 1834.9534660607726 150 TCGA 1 50 100 0.5 0.0025 125 6644 -33 1833.392887558731 1837.1163011100423 150 TCGA 1 50 100 0.5 0.0025 125 6644 -34 1833.033079215253 1833.0755014084093 150 TCGA 1 50 100 0.5 0.0025 125 6644 -35 1832.1449149423763 1833.1198380820117 150 TCGA 1 50 100 0.5 0.0025 125 6644 -36 1831.27001379494 1832.1889501217022 150 TCGA 1 50 100 0.5 0.0025 125 6644 -37 1831.019539248133 1831.7356300545698 150 TCGA 1 50 100 0.5 0.0025 125 6644 -38 1830.474492005464 1831.902078139722 150 TCGA 1 50 100 0.5 0.0025 125 6644 -39 1829.6455605020747 1830.3254277981705 150 TCGA 1 50 100 0.5 0.0025 125 6644 -40 1829.6148058140514 1829.3746724344378 150 TCGA 1 50 100 0.5 0.0025 125 6644 -41 1828.7911204318807 1830.441835643059 150 TCGA 1 50 100 0.5 0.0025 125 6644 -42 1828.266793435939 1828.9097851317133 150 TCGA 1 50 100 0.5 0.0025 125 6644 -43 1827.535258740556 1828.6987758617306 150 TCGA 1 50 100 0.5 0.0025 125 6644 -44 1827.4051383412673 1827.2992225531957 150 TCGA 1 50 100 0.5 0.0025 125 6644 -45 1826.5796200649747 1830.8554129289023 150 TCGA 1 50 100 0.5 0.0025 125 6644 -46 1826.3175353084189 1826.9429410234768 150 TCGA 1 50 100 0.5 0.0025 125 6644 -47 1825.9891470649277 1827.3570697726916 150 TCGA 1 50 100 0.5 0.0025 125 6644 -48 1825.8122187709287 1828.15001643962 150 TCGA 1 50 100 0.5 0.0025 125 6644 -49 1825.1465563036952 1827.5172812303706 150 TCGA 1 50 100 0.5 0.0025 125 6644 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index a6464704d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2468.059943295281 4057.403099481784 150 TCGA 1 50 100 0.0 0.0025 125 7495 -1 1968.3217774118773 2685.5389925702734 150 TCGA 1 50 100 0.0 0.0025 125 7495 -2 1932.3515786461458 2138.8095138779836 150 TCGA 1 50 100 0.0 0.0025 125 7495 -3 1912.192850573838 2026.397849231509 150 TCGA 1 50 100 0.0 0.0025 125 7495 -4 1897.1396940554714 1965.7948813893688 150 TCGA 1 50 100 0.0 0.0025 125 7495 -5 1887.9619914686218 1890.4609773722127 150 TCGA 1 50 100 0.0 0.0025 125 7495 -6 1881.8240752877475 1887.7302700023556 150 TCGA 1 50 100 0.0 0.0025 125 7495 -7 1875.0081735877723 1883.5137025459328 150 TCGA 1 50 100 0.0 0.0025 125 7495 -8 1871.3999877752556 1882.953182047935 150 TCGA 1 50 100 0.0 0.0025 125 7495 -9 1868.0378059483437 1876.098180109532 150 TCGA 1 50 100 0.0 0.0025 125 7495 -10 1864.3745730196024 1868.4513135747095 150 TCGA 1 50 100 0.0 0.0025 125 7495 -11 1862.119113128863 1861.0281111367383 150 TCGA 1 50 100 0.0 0.0025 125 7495 -12 1859.257789309502 1861.159871010325 150 TCGA 1 50 100 0.0 0.0025 125 7495 -13 1856.4446633704367 1856.1453072245995 150 TCGA 1 50 100 0.0 0.0025 125 7495 -14 1854.791005950938 1853.7976387062265 150 TCGA 1 50 100 0.0 0.0025 125 7495 -15 1852.4367229820616 1854.4974573796717 150 TCGA 1 50 100 0.0 0.0025 125 7495 -16 1850.3422802102154 1850.1870196931925 150 TCGA 1 50 100 0.0 0.0025 125 7495 -17 1848.9264446045222 1850.5638801919756 150 TCGA 1 50 100 0.0 0.0025 125 7495 -18 1847.6013059193488 1853.1918816494583 150 TCGA 1 50 100 0.0 0.0025 125 7495 -19 1846.0481045869114 1845.6398091531878 150 TCGA 1 50 100 0.0 0.0025 125 7495 -20 1845.015543778755 1845.4824684948178 150 TCGA 1 50 100 0.0 0.0025 125 7495 -21 1843.9587517069951 1843.453689958582 150 TCGA 1 50 100 0.0 0.0025 125 7495 -22 1842.6025287889186 1842.78715047405 150 TCGA 1 50 100 0.0 0.0025 125 7495 -23 1841.1154195719737 1845.119019781525 150 TCGA 1 50 100 0.0 0.0025 125 7495 -24 1840.2023060702095 1841.1297196431376 150 TCGA 1 50 100 0.0 0.0025 125 7495 -25 1839.2800260131442 1841.9347721272377 150 TCGA 1 50 100 0.0 0.0025 125 7495 -26 1838.4941383223006 1839.1256213930983 150 TCGA 1 50 100 0.0 0.0025 125 7495 -27 1837.5986261360347 1837.7761972705323 150 TCGA 1 50 100 0.0 0.0025 125 7495 -28 1836.8320842393343 1838.2685970133873 150 TCGA 1 50 100 0.0 0.0025 125 7495 -29 1836.1798906825538 1841.2956671786667 150 TCGA 1 50 100 0.0 0.0025 125 7495 -30 1835.0760121712235 1836.4044833542714 150 TCGA 1 50 100 0.0 0.0025 125 7495 -31 1834.0105361708547 1835.8719132773242 150 TCGA 1 50 100 0.0 0.0025 125 7495 -32 1834.21198227145 1835.8469710613615 150 TCGA 1 50 100 0.0 0.0025 125 7495 -33 1833.1053874197517 1837.3870941622174 150 TCGA 1 50 100 0.0 0.0025 125 7495 -34 1832.203766458441 1833.854289145925 150 TCGA 1 50 100 0.0 0.0025 125 7495 -35 1831.7000559515047 1832.246619449788 150 TCGA 1 50 100 0.0 0.0025 125 7495 -36 1831.3226548493049 1835.7671530258715 150 TCGA 1 50 100 0.0 0.0025 125 7495 -37 1830.960296750082 1832.1167004455874 150 TCGA 1 50 100 0.0 0.0025 125 7495 -38 1830.2501339516957 1830.996182695705 150 TCGA 1 50 100 0.0 0.0025 125 7495 -39 1828.8788769280543 1835.4052722106626 150 TCGA 1 50 100 0.0 0.0025 125 7495 -40 1828.602064324937 1829.8630683937265 150 TCGA 1 50 100 0.0 0.0025 125 7495 -41 1828.1981563336058 1828.8120994376177 150 TCGA 1 50 100 0.0 0.0025 125 7495 -42 1828.3052882047514 1830.508810532153 150 TCGA 1 50 100 0.0 0.0025 125 7495 -43 1827.5635287479333 1827.899490739832 150 TCGA 1 50 100 0.0 0.0025 125 7495 -44 1827.1880173851887 1826.969669514565 150 TCGA 1 50 100 0.0 0.0025 125 7495 -45 1826.4811770275962 1826.9210401372095 150 TCGA 1 50 100 0.0 0.0025 125 7495 -46 1826.000126239697 1829.7299424367934 150 TCGA 1 50 100 0.0 0.0025 125 7495 -47 1825.7974488081338 1832.0387852347676 150 TCGA 1 50 100 0.0 0.0025 125 7495 -48 1825.5237868698944 1826.2988170834642 150 TCGA 1 50 100 0.0 0.0025 125 7495 -49 1824.9478650898363 1826.304969059163 150 TCGA 1 50 100 0.0 0.0025 125 7495 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 467497559..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2471.0771772961807 4436.252593534076 150 TCGA 1 50 100 1.0 0.0025 125 6303 -1 1971.315206407423 3023.777993973775 150 TCGA 1 50 100 1.0 0.0025 125 6303 -2 1932.619438340853 2404.0352335407506 150 TCGA 1 50 100 1.0 0.0025 125 6303 -3 1913.1080100307215 2036.7276648133245 150 TCGA 1 50 100 1.0 0.0025 125 6303 -4 1898.8504376654673 1911.5883421011306 150 TCGA 1 50 100 1.0 0.0025 125 6303 -5 1888.3452814857746 1951.6439742658606 150 TCGA 1 50 100 1.0 0.0025 125 6303 -6 1882.1096585181451 1880.4925966502435 150 TCGA 1 50 100 1.0 0.0025 125 6303 -7 1876.2447368061055 1890.7035826103172 150 TCGA 1 50 100 1.0 0.0025 125 6303 -8 1872.8243535328475 1876.8680745033762 150 TCGA 1 50 100 1.0 0.0025 125 6303 -9 1868.0457622512322 1866.3648516017588 150 TCGA 1 50 100 1.0 0.0025 125 6303 -10 1865.0819850325092 1860.1930042055983 150 TCGA 1 50 100 1.0 0.0025 125 6303 -11 1861.8667739270347 1860.0434159322 150 TCGA 1 50 100 1.0 0.0025 125 6303 -12 1859.4027810857317 1856.968054996663 150 TCGA 1 50 100 1.0 0.0025 125 6303 -13 1857.4963852799035 1853.9793155229272 150 TCGA 1 50 100 1.0 0.0025 125 6303 -14 1854.312137863069 1854.4404695597127 150 TCGA 1 50 100 1.0 0.0025 125 6303 -15 1853.3999755259856 1850.0443115234375 150 TCGA 1 50 100 1.0 0.0025 125 6303 -16 1851.1858855489243 1847.9938498645572 150 TCGA 1 50 100 1.0 0.0025 125 6303 -17 1849.5610628022669 1847.376416383676 150 TCGA 1 50 100 1.0 0.0025 125 6303 -18 1847.873288099781 1845.5287564531643 150 TCGA 1 50 100 1.0 0.0025 125 6303 -19 1846.6927781001255 1844.5555131615106 150 TCGA 1 50 100 1.0 0.0025 125 6303 -20 1845.7203139143205 1845.571089701437 150 TCGA 1 50 100 1.0 0.0025 125 6303 -21 1844.1661212902834 1841.7874627041458 150 TCGA 1 50 100 1.0 0.0025 125 6303 -22 1843.6229108931138 1841.9650332963647 150 TCGA 1 50 100 1.0 0.0025 125 6303 -23 1842.456586433902 1844.1737882527873 150 TCGA 1 50 100 1.0 0.0025 125 6303 -24 1840.9359124455418 1840.9325490980293 150 TCGA 1 50 100 1.0 0.0025 125 6303 -25 1840.2693153685366 1841.77534952595 150 TCGA 1 50 100 1.0 0.0025 125 6303 -26 1838.8545072708616 1837.4511399772298 150 TCGA 1 50 100 1.0 0.0025 125 6303 -27 1838.2057012572247 1836.799164891842 150 TCGA 1 50 100 1.0 0.0025 125 6303 -28 1837.6110772806587 1837.1848205873116 150 TCGA 1 50 100 1.0 0.0025 125 6303 -29 1836.5276161497866 1839.7371599206972 150 TCGA 1 50 100 1.0 0.0025 125 6303 -30 1835.5165139645494 1834.2992084445666 150 TCGA 1 50 100 1.0 0.0025 125 6303 -31 1834.797257656843 1834.227678308535 150 TCGA 1 50 100 1.0 0.0025 125 6303 -32 1834.1877219311586 1832.6015097459956 150 TCGA 1 50 100 1.0 0.0025 125 6303 -33 1833.6904846661484 1832.5763473127356 150 TCGA 1 50 100 1.0 0.0025 125 6303 -34 1833.01760773308 1831.6728190513113 150 TCGA 1 50 100 1.0 0.0025 125 6303 -35 1832.4098321825468 1831.2223440199043 150 TCGA 1 50 100 1.0 0.0025 125 6303 -36 1831.7827811178877 1830.7261625510364 150 TCGA 1 50 100 1.0 0.0025 125 6303 -37 1831.0479887025485 1829.727001094339 150 TCGA 1 50 100 1.0 0.0025 125 6303 -38 1830.7949387841704 1829.8063204204616 150 TCGA 1 50 100 1.0 0.0025 125 6303 -39 1829.994097009968 1828.8038599982333 150 TCGA 1 50 100 1.0 0.0025 125 6303 -40 1829.5987854855496 1831.0898388426508 150 TCGA 1 50 100 1.0 0.0025 125 6303 -41 1828.891740637361 1829.47329052489 150 TCGA 1 50 100 1.0 0.0025 125 6303 -42 1828.2909375239808 1826.962945832679 150 TCGA 1 50 100 1.0 0.0025 125 6303 -43 1827.9390117152618 1827.4127718671482 150 TCGA 1 50 100 1.0 0.0025 125 6303 -44 1827.2593930918586 1826.0266616284548 150 TCGA 1 50 100 1.0 0.0025 125 6303 -45 1827.0569592695283 1825.3403252836447 150 TCGA 1 50 100 1.0 0.0025 125 6303 -46 1826.375811844562 1830.2191033291458 150 TCGA 1 50 100 1.0 0.0025 125 6303 -47 1825.8299197292658 1824.7430702094457 150 TCGA 1 50 100 1.0 0.0025 125 6303 -48 1825.366944136025 1825.0760780219457 150 TCGA 1 50 100 1.0 0.0025 125 6303 -49 1825.0823657409144 1825.963589308849 150 TCGA 1 50 100 1.0 0.0025 125 6303 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 9bbe95292..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2164.139827721033 2209.552820253612 50 TCGA 1 100 100 0.5 0.0025 125 6603 -1 1917.958083488191 1908.7174826770572 50 TCGA 1 100 100 0.5 0.0025 125 6603 -2 1891.0362887965314 1882.6877594760913 50 TCGA 1 100 100 0.5 0.0025 125 6603 -3 1876.5157715824782 1865.555788586487 50 TCGA 1 100 100 0.5 0.0025 125 6603 -4 1867.346005364499 1860.1812756409 50 TCGA 1 100 100 0.5 0.0025 125 6603 -5 1862.6237983452395 1856.6200184270965 50 TCGA 1 100 100 0.5 0.0025 125 6603 -6 1856.9787310977003 1849.5310340766332 50 TCGA 1 100 100 0.5 0.0025 125 6603 -7 1853.3164052962193 1848.2514366264918 50 TCGA 1 100 100 0.5 0.0025 125 6603 -8 1850.0253865509935 1844.61073494916 50 TCGA 1 100 100 0.5 0.0025 125 6603 -9 1848.2574212182537 1843.7094487329225 50 TCGA 1 100 100 0.5 0.0025 125 6603 -10 1845.9621326963022 1843.6522854752277 50 TCGA 1 100 100 0.5 0.0025 125 6603 -11 1843.6761487962306 1840.3108952967964 50 TCGA 1 100 100 0.5 0.0025 125 6603 -12 1842.8906633692377 1840.0329994700062 50 TCGA 1 100 100 0.5 0.0025 125 6603 -13 1841.2475120219979 1836.5155832875314 50 TCGA 1 100 100 0.5 0.0025 125 6603 -14 1839.1008770586404 1835.792679829813 50 TCGA 1 100 100 0.5 0.0025 125 6603 -15 1838.2219980595194 1835.502911898359 50 TCGA 1 100 100 0.5 0.0025 125 6603 -16 1836.3454569950609 1835.335652260325 50 TCGA 1 100 100 0.5 0.0025 125 6603 -17 1835.500421652851 1832.87574837076 50 TCGA 1 100 100 0.5 0.0025 125 6603 -18 1834.6003459526341 1831.426964534587 50 TCGA 1 100 100 0.5 0.0025 125 6603 -19 1833.863915023693 1830.000823207836 50 TCGA 1 100 100 0.5 0.0025 125 6603 -20 1832.8763065706448 1828.2419151421168 50 TCGA 1 100 100 0.5 0.0025 125 6603 -21 1832.4720316871042 1829.416917350424 50 TCGA 1 100 100 0.5 0.0025 125 6603 -22 1831.8383741918478 1832.990360739243 50 TCGA 1 100 100 0.5 0.0025 125 6603 -23 1831.3124327039543 1827.4395666074513 50 TCGA 1 100 100 0.5 0.0025 125 6603 -24 1829.938433506111 1826.6788673592573 50 TCGA 1 100 100 0.5 0.0025 125 6603 -25 1829.5386063611618 1825.1736870387092 50 TCGA 1 100 100 0.5 0.0025 125 6603 -26 1828.7674980891684 1824.3698166123586 50 TCGA 1 100 100 0.5 0.0025 125 6603 -27 1828.4801061906803 1824.1198669126884 50 TCGA 1 100 100 0.5 0.0025 125 6603 -28 1827.9167512352278 1828.109243114989 50 TCGA 1 100 100 0.5 0.0025 125 6603 -29 1827.5788903818132 1827.0343956108668 50 TCGA 1 100 100 0.5 0.0025 125 6603 -30 1827.144988778633 1826.6382823541535 50 TCGA 1 100 100 0.5 0.0025 125 6603 -31 1826.6485015668165 1823.118368944331 50 TCGA 1 100 100 0.5 0.0025 125 6603 -32 1825.9209709929653 1824.988454234061 50 TCGA 1 100 100 0.5 0.0025 125 6603 -33 1826.1136189973943 1824.4632930276382 50 TCGA 1 100 100 0.5 0.0025 125 6603 -34 1826.0001954433042 1822.3202707875314 50 TCGA 1 100 100 0.5 0.0025 125 6603 -35 1825.5207393632188 1825.8426121083935 50 TCGA 1 100 100 0.5 0.0025 125 6603 -36 1824.8483354236573 1825.0969495917086 50 TCGA 1 100 100 0.5 0.0025 125 6603 -37 1824.5814280654188 1822.968277667635 50 TCGA 1 100 100 0.5 0.0025 125 6603 -38 1824.4426412325856 1823.0242226758794 50 TCGA 1 100 100 0.5 0.0025 125 6603 -39 1824.241691656631 1824.0922532584798 50 TCGA 1 100 100 0.5 0.0025 125 6603 -40 1824.185215899449 1823.0092454459798 50 TCGA 1 100 100 0.5 0.0025 125 6603 -41 1823.9417271563511 1823.1043345389055 50 TCGA 1 100 100 0.5 0.0025 125 6603 -42 1823.7013399447962 1821.5881415132303 50 TCGA 1 100 100 0.5 0.0025 125 6603 -43 1823.7782186667214 1820.661719240735 50 TCGA 1 100 100 0.5 0.0025 125 6603 -44 1823.4670892769318 1820.3056008803785 50 TCGA 1 100 100 0.5 0.0025 125 6603 -45 1823.1229532409798 1819.9416025439698 50 TCGA 1 100 100 0.5 0.0025 125 6603 -46 1822.8648549473862 1820.206332566151 50 TCGA 1 100 100 0.5 0.0025 125 6603 -47 1822.8185035457755 1820.7522444988615 50 TCGA 1 100 100 0.5 0.0025 125 6603 -48 1822.7898501049049 1819.45493213136 50 TCGA 1 100 100 0.5 0.0025 125 6603 -49 1822.4421301832263 1819.78890730508 50 TCGA 1 100 100 0.5 0.0025 125 6603 -50 1822.322071980254 1820.5702382763427 50 TCGA 1 100 100 0.5 0.0025 125 6603 -51 1822.7650232460899 1819.776051890311 50 TCGA 1 100 100 0.5 0.0025 125 6603 -52 1822.468556518759 1821.38679174682 50 TCGA 1 100 100 0.5 0.0025 125 6603 -53 1822.4891615760207 1819.924931051743 50 TCGA 1 100 100 0.5 0.0025 125 6603 -54 1821.8285387637213 1822.4005856921326 50 TCGA 1 100 100 0.5 0.0025 125 6603 -55 1822.2512535676851 1818.149085883519 50 TCGA 1 100 100 0.5 0.0025 125 6603 -56 1821.9331527353997 1818.725584097244 50 TCGA 1 100 100 0.5 0.0025 125 6603 -57 1821.469654047911 1820.274023928235 50 TCGA 1 100 100 0.5 0.0025 125 6603 -58 1821.7621750795943 1826.9841989488457 50 TCGA 1 100 100 0.5 0.0025 125 6603 -59 1821.7375643066243 1819.851134947197 50 TCGA 1 100 100 0.5 0.0025 125 6603 -60 1821.8132906978797 1819.6248889712233 50 TCGA 1 100 100 0.5 0.0025 125 6603 -61 1821.6625489180528 1819.1030960466394 50 TCGA 1 100 100 0.5 0.0025 125 6603 -62 1821.6726899375367 1818.9964409449592 50 TCGA 1 100 100 0.5 0.0025 125 6603 -63 1821.2123698470768 1822.5352930423603 50 TCGA 1 100 100 0.5 0.0025 125 6603 -64 1821.5289663763394 1819.162160902167 50 TCGA 1 100 100 0.5 0.0025 125 6603 -65 1821.6784267925846 1819.0229872507066 50 TCGA 1 100 100 0.5 0.0025 125 6603 -66 1821.3205191025393 1819.2854838155622 50 TCGA 1 100 100 0.5 0.0025 125 6603 -67 1821.1332630932843 1818.456257729075 50 TCGA 1 100 100 0.5 0.0025 125 6603 -68 1821.1228735049078 1819.747733418067 50 TCGA 1 100 100 0.5 0.0025 125 6603 -69 1821.3193178156655 1819.1628583591787 50 TCGA 1 100 100 0.5 0.0025 125 6603 -70 1821.1285366599534 1820.995914018334 50 TCGA 1 100 100 0.5 0.0025 125 6603 -71 1821.338302208651 1821.2417697618955 50 TCGA 1 100 100 0.5 0.0025 125 6603 -72 1820.9477406895737 1818.9140471645337 50 TCGA 1 100 100 0.5 0.0025 125 6603 -73 1821.0682238427532 1821.2779933603565 50 TCGA 1 100 100 0.5 0.0025 125 6603 -74 1821.212201232263 1818.6552317250314 50 TCGA 1 100 100 0.5 0.0025 125 6603 -75 1820.9387579142003 1818.6385148398242 50 TCGA 1 100 100 0.5 0.0025 125 6603 -76 1820.9934489431892 1819.85581103761 50 TCGA 1 100 100 0.5 0.0025 125 6603 -77 1821.130606895606 1818.2074103427292 50 TCGA 1 100 100 0.5 0.0025 125 6603 -78 1820.8639876609109 1817.5776250637955 50 TCGA 1 100 100 0.5 0.0025 125 6603 -79 1820.6613091665636 1818.4889216590766 50 TCGA 1 100 100 0.5 0.0025 125 6603 -80 1820.6959073321868 1818.4524526931532 50 TCGA 1 100 100 0.5 0.0025 125 6603 -81 1820.9331091339932 1819.2952794980763 50 TCGA 1 100 100 0.5 0.0025 125 6603 -82 1820.809191716038 1819.2821112397928 50 TCGA 1 100 100 0.5 0.0025 125 6603 -83 1820.9621363342947 1818.0238006438442 50 TCGA 1 100 100 0.5 0.0025 125 6603 -84 1820.8162344740842 1819.2229206334407 50 TCGA 1 100 100 0.5 0.0025 125 6603 -85 1820.7002733045158 1818.3538855164495 50 TCGA 1 100 100 0.5 0.0025 125 6603 -86 1820.7430721452852 1822.484134539887 50 TCGA 1 100 100 0.5 0.0025 125 6603 -87 1820.6692851990883 1818.001931655347 50 TCGA 1 100 100 0.5 0.0025 125 6603 -88 1821.0402330887584 1818.5004753994583 50 TCGA 1 100 100 0.5 0.0025 125 6603 -89 1820.6685273521432 1818.0825741255103 50 TCGA 1 100 100 0.5 0.0025 125 6603 -90 1820.882302240916 1817.1839016861652 50 TCGA 1 100 100 0.5 0.0025 125 6603 -91 1820.4383987748658 1818.1100301311244 50 TCGA 1 100 100 0.5 0.0025 125 6603 -92 1820.7406510818164 1818.1683257596576 50 TCGA 1 100 100 0.5 0.0025 125 6603 -93 1820.353749873556 1817.343801527167 50 TCGA 1 100 100 0.5 0.0025 125 6603 -94 1820.2394093410128 1816.8631739017353 50 TCGA 1 100 100 0.5 0.0025 125 6603 -95 1820.9587686434163 1818.8117596036825 50 TCGA 1 100 100 0.5 0.0025 125 6603 -96 1820.7375732721634 1817.8443253866992 50 TCGA 1 100 100 0.5 0.0025 125 6603 -97 1820.3214974363464 1818.5229216149105 50 TCGA 1 100 100 0.5 0.0025 125 6603 -98 1820.3899796038072 1818.6195767656643 50 TCGA 1 100 100 0.5 0.0025 125 6603 -99 1820.487697944935 1818.503576844182 50 TCGA 1 100 100 0.5 0.0025 125 6603 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index 013c9ccd8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2163.2022286232113 2203.4620146631596 50 TCGA 1 100 100 0.0 0.0025 125 1775 -1 1918.2264711005519 1918.4700762111338 50 TCGA 1 100 100 0.0 0.0025 125 1775 -2 1889.9759611412276 1881.6293669274105 50 TCGA 1 100 100 0.0 0.0025 125 1775 -3 1875.5560441032585 1871.0747027373195 50 TCGA 1 100 100 0.0 0.0025 125 1775 -4 1867.1516202527878 1862.794722513937 50 TCGA 1 100 100 0.0 0.0025 125 1775 -5 1861.1449492376075 1862.4017303313442 50 TCGA 1 100 100 0.0 0.0025 125 1775 -6 1856.9483712340375 1856.798936700102 50 TCGA 1 100 100 0.0 0.0025 125 1775 -7 1853.006183006439 1851.3494535666614 50 TCGA 1 100 100 0.0 0.0025 125 1775 -8 1850.4617685973078 1847.4196360219064 50 TCGA 1 100 100 0.0 0.0025 125 1775 -9 1847.6957446853155 1844.9605289631752 50 TCGA 1 100 100 0.0 0.0025 125 1775 -10 1845.7353604462864 1844.779202408527 50 TCGA 1 100 100 0.0 0.0025 125 1775 -11 1843.2611055779714 1842.952177268177 50 TCGA 1 100 100 0.0 0.0025 125 1775 -12 1842.3152307697087 1841.534846473579 50 TCGA 1 100 100 0.0 0.0025 125 1775 -13 1840.230312711467 1841.8791473235317 50 TCGA 1 100 100 0.0 0.0025 125 1775 -14 1838.9503764354672 1838.206079837665 50 TCGA 1 100 100 0.0 0.0025 125 1775 -15 1837.7647240450638 1838.4803699895965 50 TCGA 1 100 100 0.0 0.0025 125 1775 -16 1836.8608421600748 1836.0983015664258 50 TCGA 1 100 100 0.0 0.0025 125 1775 -17 1835.5790517342678 1839.0755007949906 50 TCGA 1 100 100 0.0 0.0025 125 1775 -18 1834.4754066130906 1837.549095575534 50 TCGA 1 100 100 0.0 0.0025 125 1775 -19 1833.552709481322 1832.5552641135364 50 TCGA 1 100 100 0.0 0.0025 125 1775 -20 1832.7095760869613 1831.9533409233668 50 TCGA 1 100 100 0.0 0.0025 125 1775 -21 1832.2326200161413 1834.5190491029366 50 TCGA 1 100 100 0.0 0.0025 125 1775 -22 1831.3943233394186 1834.542232647613 50 TCGA 1 100 100 0.0 0.0025 125 1775 -23 1830.0068421779513 1829.707033090256 50 TCGA 1 100 100 0.0 0.0025 125 1775 -24 1829.812150698233 1828.665922998783 50 TCGA 1 100 100 0.0 0.0025 125 1775 -25 1829.4880738571853 1830.5600518461447 50 TCGA 1 100 100 0.0 0.0025 125 1775 -26 1828.3863375647045 1829.281415623037 50 TCGA 1 100 100 0.0 0.0025 125 1775 -27 1827.7439147697148 1828.3288604889683 50 TCGA 1 100 100 0.0 0.0025 125 1775 -28 1827.9397367112724 1827.542232647613 50 TCGA 1 100 100 0.0 0.0025 125 1775 -29 1827.120042506466 1827.307681596459 50 TCGA 1 100 100 0.0 0.0025 125 1775 -30 1826.7458359839354 1828.3012578762955 50 TCGA 1 100 100 0.0 0.0025 125 1775 -31 1826.1733612765663 1827.0623785431062 50 TCGA 1 100 100 0.0 0.0025 125 1775 -32 1825.9737785638263 1826.5642795275205 50 TCGA 1 100 100 0.0 0.0025 125 1775 -33 1825.3985840007256 1828.1990604879868 50 TCGA 1 100 100 0.0 0.0025 125 1775 -34 1825.5408258226278 1825.756312077968 50 TCGA 1 100 100 0.0 0.0025 125 1775 -35 1825.3122407215117 1826.0548285862908 50 TCGA 1 100 100 0.0 0.0025 125 1775 -36 1824.4801460587162 1826.6756745151538 50 TCGA 1 100 100 0.0 0.0025 125 1775 -37 1824.5342662362916 1824.7031986102386 50 TCGA 1 100 100 0.0 0.0025 125 1775 -38 1823.85111204297 1827.1619370043577 50 TCGA 1 100 100 0.0 0.0025 125 1775 -39 1823.9002759260502 1824.419025670344 50 TCGA 1 100 100 0.0 0.0025 125 1775 -40 1823.5518484216727 1824.6204159223853 50 TCGA 1 100 100 0.0 0.0025 125 1775 -41 1823.1732787200283 1824.3583156259815 50 TCGA 1 100 100 0.0 0.0025 125 1775 -42 1823.4405381596239 1824.7393633205088 50 TCGA 1 100 100 0.0 0.0025 125 1775 -43 1822.9791438940154 1823.8421385491913 50 TCGA 1 100 100 0.0 0.0025 125 1775 -44 1823.3110080552508 1826.6492570273242 50 TCGA 1 100 100 0.0 0.0025 125 1775 -45 1822.8542213137628 1824.3023221576634 50 TCGA 1 100 100 0.0 0.0025 125 1775 -46 1822.6202541504178 1823.000404242894 50 TCGA 1 100 100 0.0 0.0025 125 1775 -47 1822.5624869332034 1823.1384289612124 50 TCGA 1 100 100 0.0 0.0025 125 1775 -48 1822.0198402613426 1824.239056611181 50 TCGA 1 100 100 0.0 0.0025 125 1775 -49 1822.5741630764542 1823.455361524419 50 TCGA 1 100 100 0.0 0.0025 125 1775 -50 1822.0344014824043 1825.2579548131282 50 TCGA 1 100 100 0.0 0.0025 125 1775 -51 1821.711023653654 1823.4400426203283 50 TCGA 1 100 100 0.0 0.0025 125 1775 -52 1821.8181666159073 1823.3254210505654 50 TCGA 1 100 100 0.0 0.0025 125 1775 -53 1821.7606088625744 1823.5457990636778 50 TCGA 1 100 100 0.0 0.0025 125 1775 -54 1821.5575586798627 1824.041737618758 50 TCGA 1 100 100 0.0 0.0025 125 1775 -55 1821.824273033751 1822.5007563452025 50 TCGA 1 100 100 0.0 0.0025 125 1775 -56 1821.3375637915826 1822.7660458051978 50 TCGA 1 100 100 0.0 0.0025 125 1775 -57 1821.741779854101 1822.8701533792007 50 TCGA 1 100 100 0.0 0.0025 125 1775 -58 1821.4303202654105 1821.9848712556925 50 TCGA 1 100 100 0.0 0.0025 125 1775 -59 1821.3952610694162 1823.4175491716394 50 TCGA 1 100 100 0.0 0.0025 125 1775 -60 1821.142111017683 1821.6837262484296 50 TCGA 1 100 100 0.0 0.0025 125 1775 -61 1820.9680343374155 1822.3840626472204 50 TCGA 1 100 100 0.0 0.0025 125 1775 -62 1821.2850371500333 1821.6454427901224 50 TCGA 1 100 100 0.0 0.0025 125 1775 -63 1821.0864820543152 1822.7547638092808 50 TCGA 1 100 100 0.0 0.0025 125 1775 -64 1820.4967707435871 1821.3987178323257 50 TCGA 1 100 100 0.0 0.0025 125 1775 -65 1821.272651257639 1823.471608530936 50 TCGA 1 100 100 0.0 0.0025 125 1775 -66 1821.0475028875032 1823.8387880564935 50 TCGA 1 100 100 0.0 0.0025 125 1775 -67 1820.6105854022928 1821.4446677969927 50 TCGA 1 100 100 0.0 0.0025 125 1775 -68 1820.7970908133364 1820.2334438304806 50 TCGA 1 100 100 0.0 0.0025 125 1775 -69 1820.943982016709 1821.779348402167 50 TCGA 1 100 100 0.0 0.0025 125 1775 -70 1820.6162635044457 1821.3373728996546 50 TCGA 1 100 100 0.0 0.0025 125 1775 -71 1820.3816681129617 1822.6817375451476 50 TCGA 1 100 100 0.0 0.0025 125 1775 -72 1820.9648853620922 1823.1372493571373 50 TCGA 1 100 100 0.0 0.0025 125 1775 -73 1820.6288150276825 1822.1940439502198 50 TCGA 1 100 100 0.0 0.0025 125 1775 -74 1820.4546852490773 1822.8711802420305 50 TCGA 1 100 100 0.0 0.0025 125 1775 -75 1820.7660549916197 1822.283169386974 50 TCGA 1 100 100 0.0 0.0025 125 1775 -76 1820.4448184688144 1824.1761634098225 50 TCGA 1 100 100 0.0 0.0025 125 1775 -77 1820.385192550896 1821.868990950848 50 TCGA 1 100 100 0.0 0.0025 125 1775 -78 1820.1449275322825 1820.9175430374528 50 TCGA 1 100 100 0.0 0.0025 125 1775 -79 1820.4644213886263 1822.3950011286904 50 TCGA 1 100 100 0.0 0.0025 125 1775 -80 1820.5823115797923 1821.9460283595713 50 TCGA 1 100 100 0.0 0.0025 125 1775 -81 1820.5192449658907 1821.0741451397614 50 TCGA 1 100 100 0.0 0.0025 125 1775 -82 1819.9710405045075 1820.8553558809674 50 TCGA 1 100 100 0.0 0.0025 125 1775 -83 1820.4720474108613 1822.7277641871467 50 TCGA 1 100 100 0.0 0.0025 125 1775 -84 1820.3597529015647 1823.5746279002435 50 TCGA 1 100 100 0.0 0.0025 125 1775 -85 1820.4841092903043 1820.814645738458 50 TCGA 1 100 100 0.0 0.0025 125 1775 -86 1820.1238175026074 1820.1112839588568 50 TCGA 1 100 100 0.0 0.0025 125 1775 -87 1819.7387135034428 1821.3692792576162 50 TCGA 1 100 100 0.0 0.0025 125 1775 -88 1820.2482980463517 1821.5231823178392 50 TCGA 1 100 100 0.0 0.0025 125 1775 -89 1820.1828045100424 1822.0978028570587 50 TCGA 1 100 100 0.0 0.0025 125 1775 -90 1820.3420481826063 1822.7786239547347 50 TCGA 1 100 100 0.0 0.0025 125 1775 -91 1820.1819111581012 1819.8757888563914 50 TCGA 1 100 100 0.0 0.0025 125 1775 -92 1820.0456811253655 1821.281986102387 50 TCGA 1 100 100 0.0 0.0025 125 1775 -93 1820.0147066453776 1820.6593710741206 50 TCGA 1 100 100 0.0 0.0025 125 1775 -94 1819.9679710745 1822.4247764702418 50 TCGA 1 100 100 0.0 0.0025 125 1775 -95 1820.2041051596161 1823.6160293655778 50 TCGA 1 100 100 0.0 0.0025 125 1775 -96 1820.228191380416 1822.227765413984 50 TCGA 1 100 100 0.0 0.0025 125 1775 -97 1820.2433608955992 1821.3844895866048 50 TCGA 1 100 100 0.0 0.0025 125 1775 -98 1819.8383129454974 1820.8582211595085 50 TCGA 1 100 100 0.0 0.0025 125 1775 -99 1820.2181722541143 1820.9576563236103 50 TCGA 1 100 100 0.0 0.0025 125 1775 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index 4536bb1ad..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2170.3593822623593 2228.4691536294754 50 TCGA 1 100 100 1.0 0.0025 125 5842 -1 1919.3520551550162 1905.1766271543263 50 TCGA 1 100 100 1.0 0.0025 125 5842 -2 1891.1777960437391 1884.7338339647456 50 TCGA 1 100 100 1.0 0.0025 125 5842 -3 1876.0513862876412 1873.3882510698022 50 TCGA 1 100 100 1.0 0.0025 125 5842 -4 1867.749593376009 1860.5501917546717 50 TCGA 1 100 100 1.0 0.0025 125 5842 -5 1861.1078390450812 1856.5592967277796 50 TCGA 1 100 100 1.0 0.0025 125 5842 -6 1856.8732884812932 1858.6030267303313 50 TCGA 1 100 100 1.0 0.0025 125 5842 -7 1853.9254082127172 1850.1038358295384 50 TCGA 1 100 100 1.0 0.0025 125 5842 -8 1850.3289141309542 1850.5097453821843 50 TCGA 1 100 100 1.0 0.0025 125 5842 -9 1847.8188650286854 1844.185589814306 50 TCGA 1 100 100 1.0 0.0025 125 5842 -10 1845.553061944191 1846.3110143000158 50 TCGA 1 100 100 1.0 0.0025 125 5842 -11 1843.4992131308688 1842.4455793371153 50 TCGA 1 100 100 1.0 0.0025 125 5842 -12 1842.0247066415625 1845.976771062343 50 TCGA 1 100 100 1.0 0.0025 125 5842 -13 1840.6652802464046 1837.2136077114087 50 TCGA 1 100 100 1.0 0.0025 125 5842 -14 1839.1356109472667 1837.9544119523398 50 TCGA 1 100 100 1.0 0.0025 125 5842 -15 1838.0359220133255 1835.6583515723146 50 TCGA 1 100 100 1.0 0.0025 125 5842 -16 1836.785031250218 1834.1864099550487 50 TCGA 1 100 100 1.0 0.0025 125 5842 -17 1836.0718377453234 1832.7660237221262 50 TCGA 1 100 100 1.0 0.0025 125 5842 -18 1834.4075198773362 1833.4451934967808 50 TCGA 1 100 100 1.0 0.0025 125 5842 -19 1833.4621945557976 1831.6560892843122 50 TCGA 1 100 100 1.0 0.0025 125 5842 -20 1832.8365465435204 1830.0620068114008 50 TCGA 1 100 100 1.0 0.0025 125 5842 -21 1832.0384884602338 1832.082629946608 50 TCGA 1 100 100 1.0 0.0025 125 5842 -22 1831.3003489420555 1835.5313812715924 50 TCGA 1 100 100 1.0 0.0025 125 5842 -23 1830.1216522567652 1830.2008302008087 50 TCGA 1 100 100 1.0 0.0025 125 5842 -24 1830.1057764805512 1830.3845349795854 50 TCGA 1 100 100 1.0 0.0025 125 5842 -25 1829.195437622411 1827.836589564031 50 TCGA 1 100 100 1.0 0.0025 125 5842 -26 1829.1250125354043 1826.9807263858354 50 TCGA 1 100 100 1.0 0.0025 125 5842 -27 1828.3132589233549 1827.483508852858 50 TCGA 1 100 100 1.0 0.0025 125 5842 -28 1827.8047361155682 1826.084840094025 50 TCGA 1 100 100 1.0 0.0025 125 5842 -29 1827.2561906366852 1825.8638314865343 50 TCGA 1 100 100 1.0 0.0025 125 5842 -30 1827.1582098423416 1825.0911294755026 50 TCGA 1 100 100 1.0 0.0025 125 5842 -31 1826.9106127976013 1824.7828320067133 50 TCGA 1 100 100 1.0 0.0025 125 5842 -32 1826.0897574600917 1825.3203689345164 50 TCGA 1 100 100 1.0 0.0025 125 5842 -33 1825.884974298606 1826.8018645473462 50 TCGA 1 100 100 1.0 0.0025 125 5842 -34 1825.3858112548528 1824.525556248037 50 TCGA 1 100 100 1.0 0.0025 125 5842 -35 1824.7773109399416 1824.4943835387876 50 TCGA 1 100 100 1.0 0.0025 125 5842 -36 1824.3947873537609 1824.8401081334407 50 TCGA 1 100 100 1.0 0.0025 125 5842 -37 1824.778839005731 1826.312341124568 50 TCGA 1 100 100 1.0 0.0025 125 5842 -38 1824.358020740317 1826.3725861975895 50 TCGA 1 100 100 1.0 0.0025 125 5842 -39 1823.8379029968992 1826.302811052332 50 TCGA 1 100 100 1.0 0.0025 125 5842 -40 1824.0527103533502 1825.5874974236417 50 TCGA 1 100 100 1.0 0.0025 125 5842 -41 1823.653600696794 1821.5437195744346 50 TCGA 1 100 100 1.0 0.0025 125 5842 -42 1823.2295974848964 1821.5626134824513 50 TCGA 1 100 100 1.0 0.0025 125 5842 -43 1823.0813437648244 1822.6448072883952 50 TCGA 1 100 100 1.0 0.0025 125 5842 -44 1822.765693086321 1823.3023111161276 50 TCGA 1 100 100 1.0 0.0025 125 5842 -45 1823.1802712547046 1821.769418994386 50 TCGA 1 100 100 1.0 0.0025 125 5842 -46 1822.871965246736 1822.1657941808653 50 TCGA 1 100 100 1.0 0.0025 125 5842 -47 1822.6494359858323 1821.8665734679255 50 TCGA 1 100 100 1.0 0.0025 125 5842 -48 1822.503513701088 1821.3571378621623 50 TCGA 1 100 100 1.0 0.0025 125 5842 -49 1822.2142945085336 1821.8567808525047 50 TCGA 1 100 100 1.0 0.0025 125 5842 -50 1822.4066235005475 1821.0812963744504 50 TCGA 1 100 100 1.0 0.0025 125 5842 -51 1822.226191779042 1822.220332620132 50 TCGA 1 100 100 1.0 0.0025 125 5842 -52 1822.0434898958101 1821.8691884716552 50 TCGA 1 100 100 1.0 0.0025 125 5842 -53 1821.9523741701562 1821.2891937715924 50 TCGA 1 100 100 1.0 0.0025 125 5842 -54 1821.8245962836777 1820.5115856381517 50 TCGA 1 100 100 1.0 0.0025 125 5842 -55 1821.8062630640713 1821.472672198885 50 TCGA 1 100 100 1.0 0.0025 125 5842 -56 1821.4474852262085 1823.6806321647298 50 TCGA 1 100 100 1.0 0.0025 125 5842 -57 1821.9284918131818 1821.3883007567133 50 TCGA 1 100 100 1.0 0.0025 125 5842 -58 1821.7530053904418 1821.0777483609454 50 TCGA 1 100 100 1.0 0.0025 125 5842 -59 1821.676853013446 1821.802317250314 50 TCGA 1 100 100 1.0 0.0025 125 5842 -60 1821.2242477149593 1820.7578057523947 50 TCGA 1 100 100 1.0 0.0025 125 5842 -61 1821.4306376563982 1820.8091991942133 50 TCGA 1 100 100 1.0 0.0025 125 5842 -62 1821.3439250732722 1820.4302751550722 50 TCGA 1 100 100 1.0 0.0025 125 5842 -63 1821.3062086576915 1821.2883448001728 50 TCGA 1 100 100 1.0 0.0025 125 5842 -64 1821.0389445445703 1820.6464849884187 50 TCGA 1 100 100 1.0 0.0025 125 5842 -65 1820.9743401363155 1824.6712609679255 50 TCGA 1 100 100 1.0 0.0025 125 5842 -66 1821.0770452247957 1819.2690938824985 50 TCGA 1 100 100 1.0 0.0025 125 5842 -67 1820.5979570043262 1821.7649165014525 50 TCGA 1 100 100 1.0 0.0025 125 5842 -68 1820.7925036183717 1821.6496551360317 50 TCGA 1 100 100 1.0 0.0025 125 5842 -69 1820.9533567005988 1820.6923797454067 50 TCGA 1 100 100 1.0 0.0025 125 5842 -70 1821.4699318706225 1819.790338410804 50 TCGA 1 100 100 1.0 0.0025 125 5842 -71 1821.0819386106368 1820.7121980753377 50 TCGA 1 100 100 1.0 0.0025 125 5842 -72 1821.2771847411211 1821.231252699042 50 TCGA 1 100 100 1.0 0.0025 125 5842 -73 1820.664773965949 1820.6363329096655 50 TCGA 1 100 100 1.0 0.0025 125 5842 -74 1820.7052332097524 1819.299603486181 50 TCGA 1 100 100 1.0 0.0025 125 5842 -75 1821.0479315029536 1818.4927628866992 50 TCGA 1 100 100 1.0 0.0025 125 5842 -76 1820.5277680870624 1819.9459529090766 50 TCGA 1 100 100 1.0 0.0025 125 5842 -77 1820.4348059236 1819.5838304069173 50 TCGA 1 100 100 1.0 0.0025 125 5842 -78 1820.7644150064705 1820.978057401264 50 TCGA 1 100 100 1.0 0.0025 125 5842 -79 1820.5970299975495 1819.037312416575 50 TCGA 1 100 100 1.0 0.0025 125 5842 -80 1820.9470632872235 1820.842613335231 50 TCGA 1 100 100 1.0 0.0025 125 5842 -81 1820.6086896131421 1819.4595677361417 50 TCGA 1 100 100 1.0 0.0025 125 5842 -82 1820.6925934617948 1823.5059869660804 50 TCGA 1 100 100 1.0 0.0025 125 5842 -83 1820.8778839468996 1820.9560270836605 50 TCGA 1 100 100 1.0 0.0025 125 5842 -84 1820.2573990769147 1820.5819889241127 50 TCGA 1 100 100 1.0 0.0025 125 5842 -85 1820.8440916987718 1819.5390226277873 50 TCGA 1 100 100 1.0 0.0025 125 5842 -86 1820.0306040996659 1821.0679416368955 50 TCGA 1 100 100 1.0 0.0025 125 5842 -87 1820.2144299181514 1820.1543158909783 50 TCGA 1 100 100 1.0 0.0025 125 5842 -88 1820.4485745119694 1820.4266590520965 50 TCGA 1 100 100 1.0 0.0025 125 5842 -89 1820.1623567584795 1820.5916177567526 50 TCGA 1 100 100 1.0 0.0025 125 5842 -90 1820.1658871916072 1819.342450779287 50 TCGA 1 100 100 1.0 0.0025 125 5842 -91 1820.0194118502736 1819.3661035892353 50 TCGA 1 100 100 1.0 0.0025 125 5842 -92 1820.5801211132616 1818.870071181101 50 TCGA 1 100 100 1.0 0.0025 125 5842 -93 1820.3076487985197 1818.9735199434674 50 TCGA 1 100 100 1.0 0.0025 125 5842 -94 1820.1685568239689 1821.000579067211 50 TCGA 1 100 100 1.0 0.0025 125 5842 -95 1820.6282359328782 1818.9979751050173 50 TCGA 1 100 100 1.0 0.0025 125 5842 -96 1820.1270629869186 1820.490688918224 50 TCGA 1 100 100 1.0 0.0025 125 5842 -97 1820.7017160341775 1818.7233095408685 50 TCGA 1 100 100 1.0 0.0025 125 5842 -98 1820.2306805983335 1820.0898320950455 50 TCGA 1 100 100 1.0 0.0025 125 5842 -99 1820.0695748595817 1821.6234235140546 50 TCGA 1 100 100 1.0 0.0025 125 5842 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index c671df541..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2159.8016196096673 2301.7230561989636 50 TCGA 1 50 100 0.5 0.0025 125 9236 -1 1917.4927993094846 1951.4144826917793 50 TCGA 1 50 100 0.5 0.0025 125 9236 -2 1890.2741601115586 1877.579081933103 50 TCGA 1 50 100 0.5 0.0025 125 9236 -3 1876.0032138187898 1871.7323764820194 50 TCGA 1 50 100 0.5 0.0025 125 9236 -4 1868.222849145347 1863.6064618748037 50 TCGA 1 50 100 0.5 0.0025 125 9236 -5 1861.3727097952521 1857.464239532624 50 TCGA 1 50 100 0.5 0.0025 125 9236 -6 1856.8078172634537 1852.8564851847127 50 TCGA 1 50 100 0.5 0.0025 125 9236 -7 1853.0200347917423 1861.4690481214668 50 TCGA 1 50 100 0.5 0.0025 125 9236 -8 1850.3747938879767 1850.6942758224718 50 TCGA 1 50 100 0.5 0.0025 125 9236 -9 1847.4499622493572 1844.6615137454853 50 TCGA 1 50 100 0.5 0.0025 125 9236 -10 1845.435146232577 1844.3978375765546 50 TCGA 1 50 100 0.5 0.0025 125 9236 -11 1843.8319074765075 1842.9164511522456 50 TCGA 1 50 100 0.5 0.0025 125 9236 -12 1842.0457549479966 1839.4855858884266 50 TCGA 1 50 100 0.5 0.0025 125 9236 -13 1840.333291044511 1838.6829238968278 50 TCGA 1 50 100 0.5 0.0025 125 9236 -14 1838.7624021747945 1837.777367059909 50 TCGA 1 50 100 0.5 0.0025 125 9236 -15 1837.4170218500817 1836.7277249283527 50 TCGA 1 50 100 0.5 0.0025 125 9236 -16 1836.482466334809 1837.0803602975816 50 TCGA 1 50 100 0.5 0.0025 125 9236 -17 1835.4076748939615 1834.8699981842808 50 TCGA 1 50 100 0.5 0.0025 125 9236 -18 1834.3407864532828 1834.16774055826 50 TCGA 1 50 100 0.5 0.0025 125 9236 -19 1833.574080015775 1834.480891395454 50 TCGA 1 50 100 0.5 0.0025 125 9236 -20 1833.1487115484647 1832.4772943084563 50 TCGA 1 50 100 0.5 0.0025 125 9236 -21 1831.7995761207524 1831.3264522073257 50 TCGA 1 50 100 0.5 0.0025 125 9236 -22 1831.351607055187 1831.5011360513506 50 TCGA 1 50 100 0.5 0.0025 125 9236 -23 1830.483315880962 1830.1937519629396 50 TCGA 1 50 100 0.5 0.0025 125 9236 -24 1829.7905670210298 1830.4097501668498 50 TCGA 1 50 100 0.5 0.0025 125 9236 -25 1829.4305772003231 1828.6991451397614 50 TCGA 1 50 100 0.5 0.0025 125 9236 -26 1828.8377916225566 1831.2087844005182 50 TCGA 1 50 100 0.5 0.0025 125 9236 -27 1828.0234919200054 1833.987080176272 50 TCGA 1 50 100 0.5 0.0025 125 9236 -28 1827.8781984356688 1827.7949991657506 50 TCGA 1 50 100 0.5 0.0025 125 9236 -29 1827.6651330099053 1831.6538717758715 50 TCGA 1 50 100 0.5 0.0025 125 9236 -30 1827.2268463451558 1828.870088356823 50 TCGA 1 50 100 0.5 0.0025 125 9236 -31 1826.242187936014 1827.76561579872 50 TCGA 1 50 100 0.5 0.0025 125 9236 -32 1826.250298301747 1830.550656726013 50 TCGA 1 50 100 0.5 0.0025 125 9236 -33 1825.6740336511295 1826.1260918852072 50 TCGA 1 50 100 0.5 0.0025 125 9236 -34 1824.8252763021123 1826.6989439384422 50 TCGA 1 50 100 0.5 0.0025 125 9236 -35 1824.9393072374191 1826.637417433849 50 TCGA 1 50 100 0.5 0.0025 125 9236 -36 1824.9141763950488 1830.462530548249 50 TCGA 1 50 100 0.5 0.0025 125 9236 -37 1823.9709062121758 1824.3586395110317 50 TCGA 1 50 100 0.5 0.0025 125 9236 -38 1824.5630441864282 1831.6849972518844 50 TCGA 1 50 100 0.5 0.0025 125 9236 -39 1824.4041824349335 1825.797397019276 50 TCGA 1 50 100 0.5 0.0025 125 9236 -40 1823.527218600338 1824.617267857844 50 TCGA 1 50 100 0.5 0.0025 125 9236 -41 1823.3321681447908 1824.7233107677057 50 TCGA 1 50 100 0.5 0.0025 125 9236 -42 1823.3797537114608 1824.6697967375942 50 TCGA 1 50 100 0.5 0.0025 125 9236 -43 1822.933646575829 1826.4184380152717 50 TCGA 1 50 100 0.5 0.0025 125 9236 -44 1823.3982113994568 1824.688774070548 50 TCGA 1 50 100 0.5 0.0025 125 9236 -45 1822.662515099712 1825.1052914720085 50 TCGA 1 50 100 0.5 0.0025 125 9236 -46 1822.440001112926 1822.684730414769 50 TCGA 1 50 100 0.5 0.0025 125 9236 -47 1822.4482292433324 1822.998765188246 50 TCGA 1 50 100 0.5 0.0025 125 9236 -48 1822.111312183236 1822.9183895551978 50 TCGA 1 50 100 0.5 0.0025 125 9236 -49 1822.3024621932204 1823.901680644433 50 TCGA 1 50 100 0.5 0.0025 125 9236 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 21dc3d9be..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2163.315159413282 2361.2331690189226 50 TCGA 1 50 100 0.0 0.0025 125 8390 -1 1919.5094549649793 1907.0862337812107 50 TCGA 1 50 100 0.0 0.0025 125 8390 -2 1891.6962966518697 1883.2284395610866 50 TCGA 1 50 100 0.0 0.0025 125 8390 -3 1875.3213006441235 1873.560468357412 50 TCGA 1 50 100 0.0 0.0025 125 8390 -4 1867.2026631657282 1862.3336144835505 50 TCGA 1 50 100 0.0 0.0025 125 8390 -5 1860.7013818566481 1859.0389477907113 50 TCGA 1 50 100 0.0 0.0025 125 8390 -6 1856.6204099028168 1854.4550505211605 50 TCGA 1 50 100 0.0 0.0025 125 8390 -7 1852.7004751790273 1850.069740180394 50 TCGA 1 50 100 0.0 0.0025 125 8390 -8 1849.5605016249153 1848.0135786353644 50 TCGA 1 50 100 0.0 0.0025 125 8390 -9 1847.2368434527475 1847.5137712488222 50 TCGA 1 50 100 0.0 0.0025 125 8390 -10 1845.4373951386176 1843.951882827222 50 TCGA 1 50 100 0.0 0.0025 125 8390 -11 1843.241674665708 1845.0185730900596 50 TCGA 1 50 100 0.0 0.0025 125 8390 -12 1841.726280535155 1842.713368478133 50 TCGA 1 50 100 0.0 0.0025 125 8390 -13 1840.3809390020685 1841.9899816465138 50 TCGA 1 50 100 0.0 0.0025 125 8390 -14 1839.2812258284703 1839.03481396239 50 TCGA 1 50 100 0.0 0.0025 125 8390 -15 1837.4912093978253 1839.4297703115185 50 TCGA 1 50 100 0.0 0.0025 125 8390 -16 1836.804808003387 1841.638989012445 50 TCGA 1 50 100 0.0 0.0025 125 8390 -17 1835.7367318740232 1837.4418203075927 50 TCGA 1 50 100 0.0 0.0025 125 8390 -18 1834.8025645338967 1837.2622702133715 50 TCGA 1 50 100 0.0 0.0025 125 8390 -19 1833.6385492596698 1834.1704782457207 50 TCGA 1 50 100 0.0 0.0025 125 8390 -20 1832.5414235706587 1834.635237957365 50 TCGA 1 50 100 0.0 0.0025 125 8390 -21 1831.7668482919585 1833.9197458238457 50 TCGA 1 50 100 0.0 0.0025 125 8390 -22 1831.2411738081773 1831.3169080264604 50 TCGA 1 50 100 0.0 0.0025 125 8390 -23 1830.3700206648866 1833.198924922464 50 TCGA 1 50 100 0.0 0.0025 125 8390 -24 1830.1658426364202 1833.7539338538395 50 TCGA 1 50 100 0.0 0.0025 125 8390 -25 1829.0131796968742 1833.88400805296 50 TCGA 1 50 100 0.0 0.0025 125 8390 -26 1828.3199620400705 1829.4674789965452 50 TCGA 1 50 100 0.0 0.0025 125 8390 -27 1828.2170213404904 1829.926438834799 50 TCGA 1 50 100 0.0 0.0025 125 8390 -28 1827.806245596258 1829.2969222332365 50 TCGA 1 50 100 0.0 0.0025 125 8390 -29 1827.4158854611765 1830.8601540416928 50 TCGA 1 50 100 0.0 0.0025 125 8390 -30 1826.652152435204 1829.383102647024 50 TCGA 1 50 100 0.0 0.0025 125 8390 -31 1826.2048897805498 1829.3375158262013 50 TCGA 1 50 100 0.0 0.0025 125 8390 -32 1826.0786859729697 1828.8022350522142 50 TCGA 1 50 100 0.0 0.0025 125 8390 -33 1825.548378376493 1826.802516611377 50 TCGA 1 50 100 0.0 0.0025 125 8390 -34 1825.3799941595917 1826.9408799367934 50 TCGA 1 50 100 0.0 0.0025 125 8390 -35 1824.7672259346398 1829.6881980704302 50 TCGA 1 50 100 0.0 0.0025 125 8390 -36 1824.6031764196837 1825.5705756566033 50 TCGA 1 50 100 0.0 0.0025 125 8390 -37 1824.5447448396646 1826.1786606371702 50 TCGA 1 50 100 0.0 0.0025 125 8390 -38 1823.9809603694828 1825.8877155553157 50 TCGA 1 50 100 0.0 0.0025 125 8390 -39 1824.0755894555884 1826.5473902716708 50 TCGA 1 50 100 0.0 0.0025 125 8390 -40 1823.5708850818442 1825.8821720909234 50 TCGA 1 50 100 0.0 0.0025 125 8390 -41 1823.1976592639471 1825.2597435419284 50 TCGA 1 50 100 0.0 0.0025 125 8390 -42 1823.053989986501 1825.552019742266 50 TCGA 1 50 100 0.0 0.0025 125 8390 -43 1822.986374846632 1829.2243879308653 50 TCGA 1 50 100 0.0 0.0025 125 8390 -44 1823.1579908679034 1826.2798520188835 50 TCGA 1 50 100 0.0 0.0025 125 8390 -45 1822.9397655290768 1824.8557865008636 50 TCGA 1 50 100 0.0 0.0025 125 8390 -46 1822.1855806115882 1824.7846581540516 50 TCGA 1 50 100 0.0 0.0025 125 8390 -47 1822.4321574106693 1824.4584911864008 50 TCGA 1 50 100 0.0 0.0025 125 8390 -48 1822.1528958800595 1822.7259429471576 50 TCGA 1 50 100 0.0 0.0025 125 8390 -49 1822.0931737801634 1823.7260552027717 50 TCGA 1 50 100 0.0 0.0025 125 8390 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index 2d23da365..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.0025lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2159.7653974006585 2403.081920834642 50 TCGA 1 50 100 1.0 0.0025 125 257 -1 1918.705101533505 1944.0118653570587 50 TCGA 1 50 100 1.0 0.0025 125 257 -2 1889.7212728046256 1903.4536513132066 50 TCGA 1 50 100 1.0 0.0025 125 257 -3 1876.0327332380932 1872.9397021729742 50 TCGA 1 50 100 1.0 0.0025 125 257 -4 1867.0545378381726 1861.5692512857256 50 TCGA 1 50 100 1.0 0.0025 125 257 -5 1860.8897329697268 1856.2501153227072 50 TCGA 1 50 100 1.0 0.0025 125 257 -6 1857.0610696422373 1852.504906122409 50 TCGA 1 50 100 1.0 0.0025 125 257 -7 1853.6230662640005 1849.3273815365892 50 TCGA 1 50 100 1.0 0.0025 125 257 -8 1850.005557421635 1846.0983487996623 50 TCGA 1 50 100 1.0 0.0025 125 257 -9 1847.532330851614 1845.0298802361417 50 TCGA 1 50 100 1.0 0.0025 125 257 -10 1845.4910035174344 1842.6428627512562 50 TCGA 1 50 100 1.0 0.0025 125 257 -11 1843.5994341927244 1841.8357031740734 50 TCGA 1 50 100 1.0 0.0025 125 257 -12 1842.1459699874079 1850.723681272574 50 TCGA 1 50 100 1.0 0.0025 125 257 -13 1840.9300676361368 1837.2155166702653 50 TCGA 1 50 100 1.0 0.0025 125 257 -14 1838.9256611690016 1838.3800177646042 50 TCGA 1 50 100 1.0 0.0025 125 257 -15 1837.5761741913248 1838.3679653148556 50 TCGA 1 50 100 1.0 0.0025 125 257 -16 1836.6502228549634 1836.7445178774733 50 TCGA 1 50 100 1.0 0.0025 125 257 -17 1835.8980871218232 1833.0933592523163 50 TCGA 1 50 100 1.0 0.0025 125 257 -18 1834.3312164759686 1832.1155987456816 50 TCGA 1 50 100 1.0 0.0025 125 257 -19 1833.6107186318402 1832.0240515320745 50 TCGA 1 50 100 1.0 0.0025 125 257 -20 1832.8075953731714 1833.2753360307397 50 TCGA 1 50 100 1.0 0.0025 125 257 -21 1832.301194100817 1830.8485389594457 50 TCGA 1 50 100 1.0 0.0025 125 257 -22 1831.2518056023664 1830.270259991363 50 TCGA 1 50 100 1.0 0.0025 125 257 -23 1830.2043815925326 1829.9505069291772 50 TCGA 1 50 100 1.0 0.0025 125 257 -24 1829.2754055312307 1827.525967851955 50 TCGA 1 50 100 1.0 0.0025 125 257 -25 1829.3481027284015 1829.0067341100032 50 TCGA 1 50 100 1.0 0.0025 125 257 -26 1828.8655565212662 1826.8056290976367 50 TCGA 1 50 100 1.0 0.0025 125 257 -27 1827.8352191668293 1827.5971759431925 50 TCGA 1 50 100 1.0 0.0025 125 257 -28 1827.7413667989024 1828.1825576858903 50 TCGA 1 50 100 1.0 0.0025 125 257 -29 1827.400513703595 1826.2508348627905 50 TCGA 1 50 100 1.0 0.0025 125 257 -30 1826.9739309507418 1828.592121373469 50 TCGA 1 50 100 1.0 0.0025 125 257 -31 1826.694278928661 1825.5913920186872 50 TCGA 1 50 100 1.0 0.0025 125 257 -32 1825.8177815201107 1826.830308156996 50 TCGA 1 50 100 1.0 0.0025 125 257 -33 1825.583073228235 1824.0370339245053 50 TCGA 1 50 100 1.0 0.0025 125 257 -34 1825.1804473362592 1825.9983364086056 50 TCGA 1 50 100 1.0 0.0025 125 257 -35 1824.7920037009965 1825.9609970016097 50 TCGA 1 50 100 1.0 0.0025 125 257 -36 1824.91954628976 1824.4228724187342 50 TCGA 1 50 100 1.0 0.0025 125 257 -37 1824.2708881530182 1822.919726194449 50 TCGA 1 50 100 1.0 0.0025 125 257 -38 1824.2368434118712 1822.516241485749 50 TCGA 1 50 100 1.0 0.0025 125 257 -39 1823.9854342007907 1826.2733687971106 50 TCGA 1 50 100 1.0 0.0025 125 257 -40 1823.937290767751 1825.341263814188 50 TCGA 1 50 100 1.0 0.0025 125 257 -41 1823.3859820361115 1823.9781598421796 50 TCGA 1 50 100 1.0 0.0025 125 257 -42 1823.3832097633142 1823.2501840255968 50 TCGA 1 50 100 1.0 0.0025 125 257 -43 1823.3480529955475 1823.443029969182 50 TCGA 1 50 100 1.0 0.0025 125 257 -44 1822.6041111657098 1823.8817641675173 50 TCGA 1 50 100 1.0 0.0025 125 257 -45 1822.8378373767823 1824.4066769393844 50 TCGA 1 50 100 1.0 0.0025 125 257 -46 1822.5327511964226 1822.8392475070666 50 TCGA 1 50 100 1.0 0.0025 125 257 -47 1822.435570719519 1822.2403693271042 50 TCGA 1 50 100 1.0 0.0025 125 257 -48 1822.4270446961286 1823.5772987250707 50 TCGA 1 50 100 1.0 0.0025 125 257 -49 1822.3540804539691 1821.299818796129 50 TCGA 1 50 100 1.0 0.0025 125 257 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 8987b0f4e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2407.675688855895 3293.386133548602 100 TCGA 1 100 100 0.5 0.002 125 6265 -1 1959.1317728789659 2436.152013730763 100 TCGA 1 100 100 0.5 0.002 125 6265 -2 1924.6621483301315 2015.5874642990343 100 TCGA 1 100 100 0.5 0.002 125 6265 -3 1903.740981866611 1922.303933608472 100 TCGA 1 100 100 0.5 0.002 125 6265 -4 1893.3767641674049 1889.3674304137876 100 TCGA 1 100 100 0.5 0.002 125 6265 -5 1883.6982834998325 1884.432504931886 100 TCGA 1 100 100 0.5 0.002 125 6265 -6 1876.5337358388083 1874.889714073296 100 TCGA 1 100 100 0.5 0.002 125 6265 -7 1871.3551625182472 1869.3357007203988 100 TCGA 1 100 100 0.5 0.002 125 6265 -8 1867.2489087794265 1867.1914191317917 100 TCGA 1 100 100 0.5 0.002 125 6265 -9 1863.3703065674836 1863.059905239086 100 TCGA 1 100 100 0.5 0.002 125 6265 -10 1860.5386780582244 1860.4801822834877 100 TCGA 1 100 100 0.5 0.002 125 6265 -11 1857.2312132440145 1856.7199578213333 100 TCGA 1 100 100 0.5 0.002 125 6265 -12 1854.2706379490726 1855.14647517372 100 TCGA 1 100 100 0.5 0.002 125 6265 -13 1852.8349119676705 1851.086452158252 100 TCGA 1 100 100 0.5 0.002 125 6265 -14 1850.8915244833888 1853.0164617030464 100 TCGA 1 100 100 0.5 0.002 125 6265 -15 1849.2869985320497 1848.7090285411432 100 TCGA 1 100 100 0.5 0.002 125 6265 -16 1847.0263414490448 1847.9348972646435 100 TCGA 1 100 100 0.5 0.002 125 6265 -17 1846.2338061379007 1846.720049220713 100 TCGA 1 100 100 0.5 0.002 125 6265 -18 1844.73979554047 1843.9726145375314 100 TCGA 1 100 100 0.5 0.002 125 6265 -19 1842.8540179268273 1845.4378465815405 100 TCGA 1 100 100 0.5 0.002 125 6265 -20 1841.7811761364924 1841.3624335054178 100 TCGA 1 100 100 0.5 0.002 125 6265 -21 1840.5169360942907 1841.3365104330244 100 TCGA 1 100 100 0.5 0.002 125 6265 -22 1839.5719330825234 1840.0240748419833 100 TCGA 1 100 100 0.5 0.002 125 6265 -23 1838.521949247745 1841.5537937490185 100 TCGA 1 100 100 0.5 0.002 125 6265 -24 1837.2419926017133 1842.303356381517 100 TCGA 1 100 100 0.5 0.002 125 6265 -25 1836.688853483033 1841.0418130692526 100 TCGA 1 100 100 0.5 0.002 125 6265 -26 1835.3808786004952 1837.4168909734217 100 TCGA 1 100 100 0.5 0.002 125 6265 -27 1834.7415236413365 1837.348008965727 100 TCGA 1 100 100 0.5 0.002 125 6265 -28 1833.9423854694608 1833.8993613084956 100 TCGA 1 100 100 0.5 0.002 125 6265 -29 1833.1027643727675 1834.5289607215766 100 TCGA 1 100 100 0.5 0.002 125 6265 -30 1831.987097253809 1833.8298401185616 100 TCGA 1 100 100 0.5 0.002 125 6265 -31 1831.8450392118348 1831.1113827192603 100 TCGA 1 100 100 0.5 0.002 125 6265 -32 1830.9704592160074 1831.0309837763034 100 TCGA 1 100 100 0.5 0.002 125 6265 -33 1829.9547639087396 1832.2617573953753 100 TCGA 1 100 100 0.5 0.002 125 6265 -34 1829.3511478369996 1830.5306390350188 100 TCGA 1 100 100 0.5 0.002 125 6265 -35 1828.6548445086644 1831.027119238772 100 TCGA 1 100 100 0.5 0.002 125 6265 -36 1828.0838789549746 1830.8681867589903 100 TCGA 1 100 100 0.5 0.002 125 6265 -37 1827.7464663921448 1830.1914835407506 100 TCGA 1 100 100 0.5 0.002 125 6265 -38 1827.2285296864536 1832.398040004711 100 TCGA 1 100 100 0.5 0.002 125 6265 -39 1826.7444144282067 1831.3301842464275 100 TCGA 1 100 100 0.5 0.002 125 6265 -40 1826.1307378088288 1826.5090393373116 100 TCGA 1 100 100 0.5 0.002 125 6265 -41 1825.6370460875587 1829.5133909292556 100 TCGA 1 100 100 0.5 0.002 125 6265 -42 1825.2361477650572 1828.480821465727 100 TCGA 1 100 100 0.5 0.002 125 6265 -43 1824.3804712679812 1828.840708056886 100 TCGA 1 100 100 0.5 0.002 125 6265 -44 1824.024413599235 1824.766999057789 100 TCGA 1 100 100 0.5 0.002 125 6265 -45 1824.065964104488 1825.9408817770493 100 TCGA 1 100 100 0.5 0.002 125 6265 -46 1823.2475994564431 1825.290903369386 100 TCGA 1 100 100 0.5 0.002 125 6265 -47 1822.73195080268 1823.4989780445194 100 TCGA 1 100 100 0.5 0.002 125 6265 -48 1822.1151128905815 1823.7580983530936 100 TCGA 1 100 100 0.5 0.002 125 6265 -49 1821.9868513691279 1824.5879525802843 100 TCGA 1 100 100 0.5 0.002 125 6265 -50 1822.0647441916387 1823.6279879622723 100 TCGA 1 100 100 0.5 0.002 125 6265 -51 1821.1809850914801 1822.8658097616992 100 TCGA 1 100 100 0.5 0.002 125 6265 -52 1821.136854227745 1821.8240488330323 100 TCGA 1 100 100 0.5 0.002 125 6265 -53 1820.6425805094518 1823.3444088116364 100 TCGA 1 100 100 0.5 0.002 125 6265 -54 1820.2796227546366 1822.737024968593 100 TCGA 1 100 100 0.5 0.002 125 6265 -55 1819.7757128802696 1821.1269445371388 100 TCGA 1 100 100 0.5 0.002 125 6265 -56 1819.4515589328598 1821.9434562951476 100 TCGA 1 100 100 0.5 0.002 125 6265 -57 1819.2292511943515 1822.1411875049073 100 TCGA 1 100 100 0.5 0.002 125 6265 -58 1819.1769020786535 1820.832686994543 100 TCGA 1 100 100 0.5 0.002 125 6265 -59 1818.9598886272925 1821.5710768196452 100 TCGA 1 100 100 0.5 0.002 125 6265 -60 1818.4626979340346 1820.1978471458856 100 TCGA 1 100 100 0.5 0.002 125 6265 -61 1818.514176057138 1819.6930109532036 100 TCGA 1 100 100 0.5 0.002 125 6265 -62 1818.2733804230338 1819.548457620132 100 TCGA 1 100 100 0.5 0.002 125 6265 -63 1817.7051827138737 1818.4705056041928 100 TCGA 1 100 100 0.5 0.002 125 6265 -64 1817.1518521305172 1823.7263073178392 100 TCGA 1 100 100 0.5 0.002 125 6265 -65 1817.291134643214 1819.7985913453988 100 TCGA 1 100 100 0.5 0.002 125 6265 -66 1817.0686961958645 1818.80224609375 100 TCGA 1 100 100 0.5 0.002 125 6265 -67 1817.0345706286103 1819.279924402285 100 TCGA 1 100 100 0.5 0.002 125 6265 -68 1816.972675625375 1818.1143676144393 100 TCGA 1 100 100 0.5 0.002 125 6265 -69 1816.3743856834346 1819.3205241294363 100 TCGA 1 100 100 0.5 0.002 125 6265 -70 1816.2415475812338 1817.6847862358668 100 TCGA 1 100 100 0.5 0.002 125 6265 -71 1815.9241967612656 1817.5083780720006 100 TCGA 1 100 100 0.5 0.002 125 6265 -72 1816.0352077950376 1819.6793476660646 100 TCGA 1 100 100 0.5 0.002 125 6265 -73 1815.630473270921 1817.5284982039102 100 TCGA 1 100 100 0.5 0.002 125 6265 -74 1815.736359000246 1818.9904276018765 100 TCGA 1 100 100 0.5 0.002 125 6265 -75 1815.441161918619 1817.3994073148947 100 TCGA 1 100 100 0.5 0.002 125 6265 -76 1815.2979436023438 1816.8758379298838 100 TCGA 1 100 100 0.5 0.002 125 6265 -77 1815.3447474775496 1816.756203502866 100 TCGA 1 100 100 0.5 0.002 125 6265 -78 1814.9546179666572 1818.1615198796717 100 TCGA 1 100 100 0.5 0.002 125 6265 -79 1814.5063713508894 1816.324826647888 100 TCGA 1 100 100 0.5 0.002 125 6265 -80 1814.7206030052705 1818.8962433014683 100 TCGA 1 100 100 0.5 0.002 125 6265 -81 1814.5690043488044 1816.724035828557 100 TCGA 1 100 100 0.5 0.002 125 6265 -82 1814.2990434750714 1816.0205354163395 100 TCGA 1 100 100 0.5 0.002 125 6265 -83 1814.5238926441812 1816.5249882223618 100 TCGA 1 100 100 0.5 0.002 125 6265 -84 1814.153870971012 1815.510382110749 100 TCGA 1 100 100 0.5 0.002 125 6265 -85 1813.9581294740494 1816.8534082767353 100 TCGA 1 100 100 0.5 0.002 125 6265 -86 1814.129964905773 1815.3262368973776 100 TCGA 1 100 100 0.5 0.002 125 6265 -87 1814.0241588171418 1816.078323134226 100 TCGA 1 100 100 0.5 0.002 125 6265 -88 1813.4363655595325 1815.2029826868718 100 TCGA 1 100 100 0.5 0.002 125 6265 -89 1813.6768032533407 1815.0600469387955 100 TCGA 1 100 100 0.5 0.002 125 6265 -90 1813.8183762296687 1815.0190699591708 100 TCGA 1 100 100 0.5 0.002 125 6265 -91 1813.2828301013428 1815.458661716787 100 TCGA 1 100 100 0.5 0.002 125 6265 -92 1813.4957833488627 1815.23947680296 100 TCGA 1 100 100 0.5 0.002 125 6265 -93 1813.1940970154183 1814.587034905975 100 TCGA 1 100 100 0.5 0.002 125 6265 -94 1813.192412543209 1818.162542448571 100 TCGA 1 100 100 0.5 0.002 125 6265 -95 1813.3101615066946 1815.700393446726 100 TCGA 1 100 100 0.5 0.002 125 6265 -96 1812.9519445464232 1815.186275616363 100 TCGA 1 100 100 0.5 0.002 125 6265 -97 1812.935227617327 1816.3808428126963 100 TCGA 1 100 100 0.5 0.002 125 6265 -98 1813.01844602462 1815.2660819968985 100 TCGA 1 100 100 0.5 0.002 125 6265 -99 1812.8074121927627 1814.6035665387485 100 TCGA 1 100 100 0.5 0.002 125 6265 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index 4092033f7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2390.4277753058204 3605.2430953596104 100 TCGA 1 100 100 0.0 0.002 125 9669 -1 1959.241521175132 2442.9735322118404 100 TCGA 1 100 100 0.0 0.002 125 9669 -2 1923.6002360225882 2010.6425830323492 100 TCGA 1 100 100 0.0 0.002 125 9669 -3 1904.3854654275729 1934.02952506674 100 TCGA 1 100 100 0.0 0.002 125 9669 -4 1891.6287719031666 1889.4649455774968 100 TCGA 1 100 100 0.0 0.002 125 9669 -5 1884.0261703544008 1898.646372119386 100 TCGA 1 100 100 0.0 0.002 125 9669 -6 1876.5464814973072 1874.6933084612515 100 TCGA 1 100 100 0.0 0.002 125 9669 -7 1871.3531619085904 1876.8192549662374 100 TCGA 1 100 100 0.0 0.002 125 9669 -8 1866.860321423028 1862.8182146081972 100 TCGA 1 100 100 0.0 0.002 125 9669 -9 1863.235025669238 1860.8724898908606 100 TCGA 1 100 100 0.0 0.002 125 9669 -10 1860.1728361930043 1859.241256943899 100 TCGA 1 100 100 0.0 0.002 125 9669 -11 1857.276716053253 1855.5995075475032 100 TCGA 1 100 100 0.0 0.002 125 9669 -12 1854.6757215569496 1852.5863718004082 100 TCGA 1 100 100 0.0 0.002 125 9669 -13 1852.5385142668163 1852.7197118404522 100 TCGA 1 100 100 0.0 0.002 125 9669 -14 1850.1324301156658 1849.8372655513897 100 TCGA 1 100 100 0.0 0.002 125 9669 -15 1848.7470774794813 1848.6200650469143 100 TCGA 1 100 100 0.0 0.002 125 9669 -16 1847.0563854886452 1845.763249229546 100 TCGA 1 100 100 0.0 0.002 125 9669 -17 1846.3388711252521 1847.1206533154052 100 TCGA 1 100 100 0.0 0.002 125 9669 -18 1843.8762836526555 1843.28245475424 100 TCGA 1 100 100 0.0 0.002 125 9669 -19 1842.952261378768 1841.614211806101 100 TCGA 1 100 100 0.0 0.002 125 9669 -20 1841.5257573264532 1840.798160112084 100 TCGA 1 100 100 0.0 0.002 125 9669 -21 1840.344365324848 1844.2087328733512 100 TCGA 1 100 100 0.0 0.002 125 9669 -22 1839.0536842861404 1840.4087496810223 100 TCGA 1 100 100 0.0 0.002 125 9669 -23 1837.9737510949403 1841.5502684320038 100 TCGA 1 100 100 0.0 0.002 125 9669 -24 1837.3279468473786 1838.8315760933574 100 TCGA 1 100 100 0.0 0.002 125 9669 -25 1836.1729536579182 1836.367465378651 100 TCGA 1 100 100 0.0 0.002 125 9669 -26 1835.3286088529821 1836.686484178706 100 TCGA 1 100 100 0.0 0.002 125 9669 -27 1834.4034541960687 1835.2564292409313 100 TCGA 1 100 100 0.0 0.002 125 9669 -28 1833.818408358455 1833.6830760246546 100 TCGA 1 100 100 0.0 0.002 125 9669 -29 1833.0688325456376 1834.1391988016253 100 TCGA 1 100 100 0.0 0.002 125 9669 -30 1832.2266595812564 1831.9504578556846 100 TCGA 1 100 100 0.0 0.002 125 9669 -31 1831.078422961111 1832.7320145650126 100 TCGA 1 100 100 0.0 0.002 125 9669 -32 1831.0242411420472 1832.314096728761 100 TCGA 1 100 100 0.0 0.002 125 9669 -33 1830.1807315765527 1829.769324527913 100 TCGA 1 100 100 0.0 0.002 125 9669 -34 1829.2993091575163 1829.9885548347204 100 TCGA 1 100 100 0.0 0.002 125 9669 -35 1828.6426766233021 1831.8254026480056 100 TCGA 1 100 100 0.0 0.002 125 9669 -36 1828.1180788490014 1828.2254491451397 100 TCGA 1 100 100 0.0 0.002 125 9669 -37 1827.4836885639834 1828.785195508794 100 TCGA 1 100 100 0.0 0.002 125 9669 -38 1827.1758416515734 1827.0195128474404 100 TCGA 1 100 100 0.0 0.002 125 9669 -39 1826.726792660924 1827.5567626953125 100 TCGA 1 100 100 0.0 0.002 125 9669 -40 1825.8651970276703 1826.800891665358 100 TCGA 1 100 100 0.0 0.002 125 9669 -41 1825.197266374399 1827.3200517970713 100 TCGA 1 100 100 0.0 0.002 125 9669 -42 1824.8067050733289 1826.2041813069252 100 TCGA 1 100 100 0.0 0.002 125 9669 -43 1824.4495936403425 1825.0889230085977 100 TCGA 1 100 100 0.0 0.002 125 9669 -44 1824.0967113938977 1825.958057499411 100 TCGA 1 100 100 0.0 0.002 125 9669 -45 1823.6452225366731 1824.6708162394002 100 TCGA 1 100 100 0.0 0.002 125 9669 -46 1823.07175347198 1824.107751280818 100 TCGA 1 100 100 0.0 0.002 125 9669 -47 1822.8651692045228 1824.4130190748665 100 TCGA 1 100 100 0.0 0.002 125 9669 -48 1821.9091898520778 1822.4500076063914 100 TCGA 1 100 100 0.0 0.002 125 9669 -49 1821.9683082905021 1823.482022539455 100 TCGA 1 100 100 0.0 0.002 125 9669 -50 1821.6566770757759 1825.1037198934123 100 TCGA 1 100 100 0.0 0.002 125 9669 -51 1821.2153784803734 1821.8548479703204 100 TCGA 1 100 100 0.0 0.002 125 9669 -52 1820.6598024654634 1822.4089361602937 100 TCGA 1 100 100 0.0 0.002 125 9669 -53 1820.7767915381878 1822.6876061214275 100 TCGA 1 100 100 0.0 0.002 125 9669 -54 1820.159259300943 1822.584164106666 100 TCGA 1 100 100 0.0 0.002 125 9669 -55 1819.7708359539595 1820.292163331305 100 TCGA 1 100 100 0.0 0.002 125 9669 -56 1819.509573165667 1821.8190549917556 100 TCGA 1 100 100 0.0 0.002 125 9669 -57 1819.3479029249568 1819.5537863879947 100 TCGA 1 100 100 0.0 0.002 125 9669 -58 1819.0261930271322 1820.0839138318545 100 TCGA 1 100 100 0.0 0.002 125 9669 -59 1818.9517586409268 1820.5259531299073 100 TCGA 1 100 100 0.0 0.002 125 9669 -60 1818.473602114385 1821.5549187588333 100 TCGA 1 100 100 0.0 0.002 125 9669 -61 1818.178841237578 1823.771678828714 100 TCGA 1 100 100 0.0 0.002 125 9669 -62 1817.9844511253305 1820.900324989204 100 TCGA 1 100 100 0.0 0.002 125 9669 -63 1817.4326814995745 1819.4973954243876 100 TCGA 1 100 100 0.0 0.002 125 9669 -64 1817.7199025759276 1819.5488508214903 100 TCGA 1 100 100 0.0 0.002 125 9669 -65 1816.8636105632472 1818.9507706991992 100 TCGA 1 100 100 0.0 0.002 125 9669 -66 1817.2367730228507 1819.462652005143 100 TCGA 1 100 100 0.0 0.002 125 9669 -67 1816.8053200882798 1819.2987661697157 100 TCGA 1 100 100 0.0 0.002 125 9669 -68 1816.8924855537641 1817.8227244621546 100 TCGA 1 100 100 0.0 0.002 125 9669 -69 1816.332145431183 1817.3199603976916 100 TCGA 1 100 100 0.0 0.002 125 9669 -70 1816.2018528744663 1817.3867573953753 100 TCGA 1 100 100 0.0 0.002 125 9669 -71 1816.020589783144 1819.7361698629868 100 TCGA 1 100 100 0.0 0.002 125 9669 -72 1815.9263859061289 1817.203294303549 100 TCGA 1 100 100 0.0 0.002 125 9669 -73 1815.7706397612562 1816.7608979958386 100 TCGA 1 100 100 0.0 0.002 125 9669 -74 1815.4903331594364 1817.7299816955874 100 TCGA 1 100 100 0.0 0.002 125 9669 -75 1815.1305236305452 1818.701157766371 100 TCGA 1 100 100 0.0 0.002 125 9669 -76 1815.273734534581 1816.4794799191268 100 TCGA 1 100 100 0.0 0.002 125 9669 -77 1815.196805589286 1816.4697198148947 100 TCGA 1 100 100 0.0 0.002 125 9669 -78 1815.1813386580097 1816.3210375608512 100 TCGA 1 100 100 0.0 0.002 125 9669 -79 1815.047542196896 1816.0857136021907 100 TCGA 1 100 100 0.0 0.002 125 9669 -80 1814.6769322317512 1817.1392423543498 100 TCGA 1 100 100 0.0 0.002 125 9669 -81 1814.6292594895192 1816.45263671875 100 TCGA 1 100 100 0.0 0.002 125 9669 -82 1814.3120222103385 1817.2793600571215 100 TCGA 1 100 100 0.0 0.002 125 9669 -83 1814.0051679520725 1815.7661065336447 100 TCGA 1 100 100 0.0 0.002 125 9669 -84 1814.5229018430969 1816.2835920324278 100 TCGA 1 100 100 0.0 0.002 125 9669 -85 1813.9881141203591 1815.6704003415516 100 TCGA 1 100 100 0.0 0.002 125 9669 -86 1813.941472469636 1815.3102432327653 100 TCGA 1 100 100 0.0 0.002 125 9669 -87 1813.6710592176862 1816.5073358737045 100 TCGA 1 100 100 0.0 0.002 125 9669 -88 1813.812550782013 1815.733478795344 100 TCGA 1 100 100 0.0 0.002 125 9669 -89 1813.41127371317 1816.3824493561558 100 TCGA 1 100 100 0.0 0.002 125 9669 -90 1813.6204827852928 1815.4242495436165 100 TCGA 1 100 100 0.0 0.002 125 9669 -91 1813.4858678576536 1815.824940743758 100 TCGA 1 100 100 0.0 0.002 125 9669 -92 1813.578219955688 1817.3876192485866 100 TCGA 1 100 100 0.0 0.002 125 9669 -93 1813.582857265019 1815.6469996466708 100 TCGA 1 100 100 0.0 0.002 125 9669 -94 1813.5389052079263 1815.0710283595713 100 TCGA 1 100 100 0.0 0.002 125 9669 -95 1813.484826260931 1814.8146389908527 100 TCGA 1 100 100 0.0 0.002 125 9669 -96 1813.4868923817007 1815.1519622035962 100 TCGA 1 100 100 0.0 0.002 125 9669 -97 1813.0640668301646 1814.6783085348618 100 TCGA 1 100 100 0.0 0.002 125 9669 -98 1812.9025147765167 1815.14948705932 100 TCGA 1 100 100 0.0 0.002 125 9669 -99 1812.7704052538168 1816.1615339883008 100 TCGA 1 100 100 0.0 0.002 125 9669 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index 38554fa24..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2394.726340705096 4204.066425879397 100 TCGA 1 100 100 1.0 0.002 125 8720 -1 1956.7247915335006 2212.6846586447864 100 TCGA 1 100 100 1.0 0.002 125 8720 -2 1924.0158819894145 2084.523598215688 100 TCGA 1 100 100 1.0 0.002 125 8720 -3 1904.9094993266854 1903.438442824474 100 TCGA 1 100 100 1.0 0.002 125 8720 -4 1892.5734413505493 1893.027227813874 100 TCGA 1 100 100 1.0 0.002 125 8720 -5 1882.9074873397867 1881.3578715108747 100 TCGA 1 100 100 1.0 0.002 125 8720 -6 1875.5680035466473 1891.4825832041065 100 TCGA 1 100 100 1.0 0.002 125 8720 -7 1871.4965399558928 1870.3294395561793 100 TCGA 1 100 100 1.0 0.002 125 8720 -8 1866.6207392978167 1867.1747218759815 100 TCGA 1 100 100 1.0 0.002 125 8720 -9 1863.6129861502313 1869.351761861063 100 TCGA 1 100 100 1.0 0.002 125 8720 -10 1859.5486839951009 1871.9905202280936 100 TCGA 1 100 100 1.0 0.002 125 8720 -11 1857.2729063667427 1857.7291388583542 100 TCGA 1 100 100 1.0 0.002 125 8720 -12 1854.8370028731147 1856.815691617266 100 TCGA 1 100 100 1.0 0.002 125 8720 -13 1852.602626987461 1852.1510439158685 100 TCGA 1 100 100 1.0 0.002 125 8720 -14 1850.5471034986203 1853.2569978800252 100 TCGA 1 100 100 1.0 0.002 125 8720 -15 1849.0370856939862 1851.1261612015153 100 TCGA 1 100 100 1.0 0.002 125 8720 -16 1847.2545898655508 1848.0995425123665 100 TCGA 1 100 100 1.0 0.002 125 8720 -17 1845.3784981817123 1847.3068301713647 100 TCGA 1 100 100 1.0 0.002 125 8720 -18 1844.321318234566 1845.6962228132852 100 TCGA 1 100 100 1.0 0.002 125 8720 -19 1843.5113919983353 1844.1638778609847 100 TCGA 1 100 100 1.0 0.002 125 8720 -20 1842.0335978539824 1843.0004214186165 100 TCGA 1 100 100 1.0 0.002 125 8720 -21 1840.4644781658328 1840.6705714853565 100 TCGA 1 100 100 1.0 0.002 125 8720 -22 1839.1387289519662 1842.751979502002 100 TCGA 1 100 100 1.0 0.002 125 8720 -23 1838.1112330875594 1841.742296075102 100 TCGA 1 100 100 1.0 0.002 125 8720 -24 1837.4631180472106 1839.3894815876256 100 TCGA 1 100 100 1.0 0.002 125 8720 -25 1835.9089667627568 1837.2315729035804 100 TCGA 1 100 100 1.0 0.002 125 8720 -26 1835.5267004793757 1838.170809491795 100 TCGA 1 100 100 1.0 0.002 125 8720 -27 1834.6825583392267 1836.989457173563 100 TCGA 1 100 100 1.0 0.002 125 8720 -28 1833.9302818007948 1834.4908269374214 100 TCGA 1 100 100 1.0 0.002 125 8720 -29 1832.586197078248 1838.0758915426743 100 TCGA 1 100 100 1.0 0.002 125 8720 -30 1831.9920492154145 1834.6449385599874 100 TCGA 1 100 100 1.0 0.002 125 8720 -31 1831.2691113139545 1833.606523830088 100 TCGA 1 100 100 1.0 0.002 125 8720 -32 1830.6487452169258 1831.5366309084484 100 TCGA 1 100 100 1.0 0.002 125 8720 -33 1829.9276130132102 1832.739062131949 100 TCGA 1 100 100 1.0 0.002 125 8720 -34 1829.0151637924982 1831.2055154925015 100 TCGA 1 100 100 1.0 0.002 125 8720 -35 1828.5176488682819 1830.9466515929255 100 TCGA 1 100 100 1.0 0.002 125 8720 -36 1828.1456079049785 1831.8696902481156 100 TCGA 1 100 100 1.0 0.002 125 8720 -37 1827.331181513091 1830.686899463136 100 TCGA 1 100 100 1.0 0.002 125 8720 -38 1827.2222170339576 1828.8629739272535 100 TCGA 1 100 100 1.0 0.002 125 8720 -39 1826.4605580723862 1828.5430110758873 100 TCGA 1 100 100 1.0 0.002 125 8720 -40 1825.9296637099826 1827.8004027706893 100 TCGA 1 100 100 1.0 0.002 125 8720 -41 1825.1382241703088 1830.1292724609375 100 TCGA 1 100 100 1.0 0.002 125 8720 -42 1824.7280697324923 1826.758503822825 100 TCGA 1 100 100 1.0 0.002 125 8720 -43 1824.643631385099 1828.0146355557083 100 TCGA 1 100 100 1.0 0.002 125 8720 -44 1824.217189178654 1828.0587820695273 100 TCGA 1 100 100 1.0 0.002 125 8720 -45 1823.5210274322608 1827.7134776666535 100 TCGA 1 100 100 1.0 0.002 125 8720 -46 1823.3368967445665 1826.4920918066896 100 TCGA 1 100 100 1.0 0.002 125 8720 -47 1822.857574929562 1824.9171995230056 100 TCGA 1 100 100 1.0 0.002 125 8720 -48 1822.2981754255716 1824.7410213911353 100 TCGA 1 100 100 1.0 0.002 125 8720 -49 1821.835257100053 1825.2685142018688 100 TCGA 1 100 100 1.0 0.002 125 8720 -50 1821.4659578340609 1824.675756099835 100 TCGA 1 100 100 1.0 0.002 125 8720 -51 1821.0028506599508 1823.8160155023163 100 TCGA 1 100 100 1.0 0.002 125 8720 -52 1821.0359509128828 1825.1460856528738 100 TCGA 1 100 100 1.0 0.002 125 8720 -53 1820.5144536890932 1826.0094190434595 100 TCGA 1 100 100 1.0 0.002 125 8720 -54 1819.9587857297174 1822.332298700534 100 TCGA 1 100 100 1.0 0.002 125 8720 -55 1819.7625593442392 1824.2874682249137 100 TCGA 1 100 100 1.0 0.002 125 8720 -56 1819.5692049152738 1823.1729625912767 100 TCGA 1 100 100 1.0 0.002 125 8720 -57 1819.2331467756323 1822.352907727112 100 TCGA 1 100 100 1.0 0.002 125 8720 -58 1818.607199153566 1821.8814500971655 100 TCGA 1 100 100 1.0 0.002 125 8720 -59 1818.9373115874225 1821.3951882213803 100 TCGA 1 100 100 1.0 0.002 125 8720 -60 1818.2298577035401 1820.6658131968436 100 TCGA 1 100 100 1.0 0.002 125 8720 -61 1818.2282721520216 1819.9378202045384 100 TCGA 1 100 100 1.0 0.002 125 8720 -62 1817.973394312807 1822.2619677979742 100 TCGA 1 100 100 1.0 0.002 125 8720 -63 1817.578246280037 1821.048831805512 100 TCGA 1 100 100 1.0 0.002 125 8720 -64 1817.3042848001355 1822.3931210005103 100 TCGA 1 100 100 1.0 0.002 125 8720 -65 1817.365766026024 1820.7086733717415 100 TCGA 1 100 100 1.0 0.002 125 8720 -66 1816.7547594205198 1819.9198537855293 100 TCGA 1 100 100 1.0 0.002 125 8720 -67 1816.7794877401566 1819.1092240990106 100 TCGA 1 100 100 1.0 0.002 125 8720 -68 1816.6311238447806 1822.0836218445745 100 TCGA 1 100 100 1.0 0.002 125 8720 -69 1816.328686354482 1822.014705485435 100 TCGA 1 100 100 1.0 0.002 125 8720 -70 1816.0533095184269 1818.6593177066975 100 TCGA 1 100 100 1.0 0.002 125 8720 -71 1816.016432511672 1818.8660907074434 100 TCGA 1 100 100 1.0 0.002 125 8720 -72 1815.3932168447275 1818.4473238997723 100 TCGA 1 100 100 1.0 0.002 125 8720 -73 1815.3113924697755 1818.1092437284076 100 TCGA 1 100 100 1.0 0.002 125 8720 -74 1815.6957615127333 1819.8400437244818 100 TCGA 1 100 100 1.0 0.002 125 8720 -75 1815.7918491203852 1818.203012744386 100 TCGA 1 100 100 1.0 0.002 125 8720 -76 1815.1531780492862 1817.827688245917 100 TCGA 1 100 100 1.0 0.002 125 8720 -77 1814.6225710474016 1819.665423675997 100 TCGA 1 100 100 1.0 0.002 125 8720 -78 1814.723284096627 1817.2630664307867 100 TCGA 1 100 100 1.0 0.002 125 8720 -79 1814.736454432824 1818.3134612270337 100 TCGA 1 100 100 1.0 0.002 125 8720 -80 1814.9844165848413 1819.093267239518 100 TCGA 1 100 100 1.0 0.002 125 8720 -81 1814.576895208707 1816.9275583238457 100 TCGA 1 100 100 1.0 0.002 125 8720 -82 1814.148912946086 1817.8332335505654 100 TCGA 1 100 100 1.0 0.002 125 8720 -83 1813.7491536967016 1816.820016832208 100 TCGA 1 100 100 1.0 0.002 125 8720 -84 1813.7236516701082 1817.0079946853407 100 TCGA 1 100 100 1.0 0.002 125 8720 -85 1813.5693609674324 1816.718345757106 100 TCGA 1 100 100 1.0 0.002 125 8720 -86 1813.9590995099638 1816.7172998782978 100 TCGA 1 100 100 1.0 0.002 125 8720 -87 1813.6733678849046 1816.786089873194 100 TCGA 1 100 100 1.0 0.002 125 8720 -88 1813.6087240718787 1817.0589243826555 100 TCGA 1 100 100 1.0 0.002 125 8720 -89 1813.494177645319 1816.1295503395886 100 TCGA 1 100 100 1.0 0.002 125 8720 -90 1813.3444536449467 1815.745343538984 100 TCGA 1 100 100 1.0 0.002 125 8720 -91 1813.2886404792623 1817.0893186636306 100 TCGA 1 100 100 1.0 0.002 125 8720 -92 1813.629835286967 1816.505337355724 100 TCGA 1 100 100 1.0 0.002 125 8720 -93 1813.182978261647 1815.0769864949748 100 TCGA 1 100 100 1.0 0.002 125 8720 -94 1813.249281653204 1817.9557350963803 100 TCGA 1 100 100 1.0 0.002 125 8720 -95 1813.0376988932655 1816.5411720467573 100 TCGA 1 100 100 1.0 0.002 125 8720 -96 1813.0570867491401 1815.601942206148 100 TCGA 1 100 100 1.0 0.002 125 8720 -97 1812.3800771112674 1814.8049304137876 100 TCGA 1 100 100 1.0 0.002 125 8720 -98 1812.768969745638 1815.4831076770572 100 TCGA 1 100 100 1.0 0.002 125 8720 -99 1812.872098735167 1819.0460867570273 100 TCGA 1 100 100 1.0 0.002 125 8720 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index d7b46c6b5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2401.7017061966103 4132.946610493876 100 TCGA 1 50 100 0.5 0.002 125 9018 -1 1960.5266447104518 2316.172478603957 100 TCGA 1 50 100 0.5 0.002 125 9018 -2 1924.3783697483195 1989.2202921345006 100 TCGA 1 50 100 0.5 0.002 125 9018 -3 1904.6802929600296 1919.2410747585584 100 TCGA 1 50 100 0.5 0.002 125 9018 -4 1892.8907357475723 1896.1837532388506 100 TCGA 1 50 100 0.5 0.002 125 9018 -5 1881.9815591257961 1889.8183869788395 100 TCGA 1 50 100 0.5 0.002 125 9018 -6 1876.6966018480891 1876.1155306562107 100 TCGA 1 50 100 0.5 0.002 125 9018 -7 1872.178812283519 1869.404093833425 100 TCGA 1 50 100 0.5 0.002 125 9018 -8 1867.6767761795925 1863.1288485886464 100 TCGA 1 50 100 0.5 0.002 125 9018 -9 1863.7929492792468 1861.433410337822 100 TCGA 1 50 100 0.5 0.002 125 9018 -10 1861.260845359328 1860.3536076377984 100 TCGA 1 50 100 0.5 0.002 125 9018 -11 1857.147409569593 1863.9066757125472 100 TCGA 1 50 100 0.5 0.002 125 9018 -12 1854.2710436465338 1853.399169921875 100 TCGA 1 50 100 0.5 0.002 125 9018 -13 1852.9750267358374 1856.02163956992 100 TCGA 1 50 100 0.5 0.002 125 9018 -14 1850.7914064571066 1850.6496373468908 100 TCGA 1 50 100 0.5 0.002 125 9018 -15 1848.9970274604927 1848.0058262503926 100 TCGA 1 50 100 0.5 0.002 125 9018 -16 1846.9238665487394 1846.345275572197 100 TCGA 1 50 100 0.5 0.002 125 9018 -17 1846.2013634759303 1845.7098425476995 100 TCGA 1 50 100 0.5 0.002 125 9018 -18 1844.4437038397361 1844.1798150910804 100 TCGA 1 50 100 0.5 0.002 125 9018 -19 1843.4639471824553 1844.9896240234375 100 TCGA 1 50 100 0.5 0.002 125 9018 -20 1841.5899074353042 1842.2636099197157 100 TCGA 1 50 100 0.5 0.002 125 9018 -21 1840.5611875431655 1840.029495009226 100 TCGA 1 50 100 0.5 0.002 125 9018 -22 1839.19419348353 1839.8932823296168 100 TCGA 1 50 100 0.5 0.002 125 9018 -23 1838.5116695621634 1838.9449855478565 100 TCGA 1 50 100 0.5 0.002 125 9018 -24 1837.2498548890694 1836.7502551821608 100 TCGA 1 50 100 0.5 0.002 125 9018 -25 1836.1772318824167 1837.0958503454774 100 TCGA 1 50 100 0.5 0.002 125 9018 -26 1835.8533306869097 1837.4104470104428 100 TCGA 1 50 100 0.5 0.002 125 9018 -27 1835.0351057404957 1837.1799574042086 100 TCGA 1 50 100 0.5 0.002 125 9018 -28 1833.7823126071505 1834.9310689188128 100 TCGA 1 50 100 0.5 0.002 125 9018 -29 1832.8841104184908 1833.1563947668028 100 TCGA 1 50 100 0.5 0.002 125 9018 -30 1832.1663378393932 1833.3045973274577 100 TCGA 1 50 100 0.5 0.002 125 9018 -31 1831.771914407496 1831.8502307680983 100 TCGA 1 50 100 0.5 0.002 125 9018 -32 1830.7402087455482 1834.40602180826 100 TCGA 1 50 100 0.5 0.002 125 9018 -33 1830.2137865930254 1831.17683080932 100 TCGA 1 50 100 0.5 0.002 125 9018 -34 1829.3556253199254 1830.613076368169 100 TCGA 1 50 100 0.5 0.002 125 9018 -35 1828.392460564708 1829.730896302803 100 TCGA 1 50 100 0.5 0.002 125 9018 -36 1828.2911963119532 1830.0306249263897 100 TCGA 1 50 100 0.5 0.002 125 9018 -37 1827.7219564883035 1828.872763475581 100 TCGA 1 50 100 0.5 0.002 125 9018 -38 1827.1099809232946 1828.9054310860945 100 TCGA 1 50 100 0.5 0.002 125 9018 -39 1826.753180559092 1829.4392617383794 100 TCGA 1 50 100 0.5 0.002 125 9018 -40 1826.079404415144 1827.0997510747095 100 TCGA 1 50 100 0.5 0.002 125 9018 -41 1825.8221144098725 1827.3364699473932 100 TCGA 1 50 100 0.5 0.002 125 9018 -42 1824.8861704623143 1825.1665848775126 100 TCGA 1 50 100 0.5 0.002 125 9018 -43 1824.553235736672 1826.7303699895965 100 TCGA 1 50 100 0.5 0.002 125 9018 -44 1823.8701651081708 1827.90095190307 100 TCGA 1 50 100 0.5 0.002 125 9018 -45 1823.8821799662219 1824.9792627689228 100 TCGA 1 50 100 0.5 0.002 125 9018 -46 1823.2531213156813 1825.7215723392353 100 TCGA 1 50 100 0.5 0.002 125 9018 -47 1823.0310055323644 1825.4478495995604 100 TCGA 1 50 100 0.5 0.002 125 9018 -48 1822.4491030972695 1824.053571691465 100 TCGA 1 50 100 0.5 0.002 125 9018 -49 1822.3411060788426 1823.8728070283055 100 TCGA 1 50 100 0.5 0.002 125 9018 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index ebed01633..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2394.4237012721583 3506.103449375785 100 TCGA 1 50 100 0.0 0.002 125 2833 -1 1957.5174122352742 2292.793232520022 100 TCGA 1 50 100 0.0 0.002 125 2833 -2 1923.621487538827 2016.632493522299 100 TCGA 1 50 100 0.0 0.002 125 2833 -3 1904.1258913762522 1900.863783639879 100 TCGA 1 50 100 0.0 0.002 125 2833 -4 1892.3554601795986 1885.0606284596813 100 TCGA 1 50 100 0.0 0.002 125 2833 -5 1883.3065921320608 1886.185021175212 100 TCGA 1 50 100 0.0 0.002 125 2833 -6 1876.7590191689224 1908.164292531996 100 TCGA 1 50 100 0.0 0.002 125 2833 -7 1871.0827359168547 1872.0665964097832 100 TCGA 1 50 100 0.0 0.002 125 2833 -8 1866.6419962778568 1865.6337847685695 100 TCGA 1 50 100 0.0 0.002 125 2833 -9 1863.1716615166138 1868.040994155347 100 TCGA 1 50 100 0.0 0.002 125 2833 -10 1859.8314992447147 1861.4358989773084 100 TCGA 1 50 100 0.0 0.002 125 2833 -11 1857.2935647812255 1858.3200125382773 100 TCGA 1 50 100 0.0 0.002 125 2833 -12 1854.4011631737944 1856.09633739989 100 TCGA 1 50 100 0.0 0.002 125 2833 -13 1852.3484328728007 1852.797160239675 100 TCGA 1 50 100 0.0 0.002 125 2833 -14 1850.814770338857 1854.998289175369 100 TCGA 1 50 100 0.0 0.002 125 2833 -15 1848.5413513422038 1848.7139266891097 100 TCGA 1 50 100 0.0 0.002 125 2833 -16 1847.3222519723097 1848.1751997291144 100 TCGA 1 50 100 0.0 0.002 125 2833 -17 1845.4092107943784 1856.2091309820587 100 TCGA 1 50 100 0.0 0.002 125 2833 -18 1844.3540809308595 1852.626939016371 100 TCGA 1 50 100 0.0 0.002 125 2833 -19 1842.7188121183788 1855.371697967376 100 TCGA 1 50 100 0.0 0.002 125 2833 -20 1841.4801477755216 1844.4180337723776 100 TCGA 1 50 100 0.0 0.002 125 2833 -21 1840.3045127401128 1842.9625293214117 100 TCGA 1 50 100 0.0 0.002 125 2833 -22 1838.9174543624079 1840.544752571451 100 TCGA 1 50 100 0.0 0.002 125 2833 -23 1838.2116070677225 1842.1191915387485 100 TCGA 1 50 100 0.0 0.002 125 2833 -24 1837.0502565888266 1839.6131677675487 100 TCGA 1 50 100 0.0 0.002 125 2833 -25 1836.075070966739 1838.016615671129 100 TCGA 1 50 100 0.0 0.002 125 2833 -26 1835.311550811008 1837.4167486602937 100 TCGA 1 50 100 0.0 0.002 125 2833 -27 1834.3510042929945 1839.8563962390076 100 TCGA 1 50 100 0.0 0.002 125 2833 -28 1833.507198564947 1836.5326179236024 100 TCGA 1 50 100 0.0 0.002 125 2833 -29 1832.445551435707 1835.8065473853644 100 TCGA 1 50 100 0.0 0.002 125 2833 -30 1831.8061855080698 1833.2613543793184 100 TCGA 1 50 100 0.0 0.002 125 2833 -31 1831.4187643394125 1833.179099231509 100 TCGA 1 50 100 0.0 0.002 125 2833 -32 1830.1947912451865 1833.0813742786197 100 TCGA 1 50 100 0.0 0.002 125 2833 -33 1829.9357229156783 1833.639459504554 100 TCGA 1 50 100 0.0 0.002 125 2833 -34 1829.2208101800782 1831.7595834396593 100 TCGA 1 50 100 0.0 0.002 125 2833 -35 1828.605293090834 1830.9423828125 100 TCGA 1 50 100 0.0 0.002 125 2833 -36 1827.9660488383713 1831.3306596458856 100 TCGA 1 50 100 0.0 0.002 125 2833 -37 1827.530915454584 1833.3117565365892 100 TCGA 1 50 100 0.0 0.002 125 2833 -38 1826.8576454820877 1830.2565298415907 100 TCGA 1 50 100 0.0 0.002 125 2833 -39 1826.4774093483159 1829.1641581933104 100 TCGA 1 50 100 0.0 0.002 125 2833 -40 1825.5008159185684 1829.0876507783055 100 TCGA 1 50 100 0.0 0.002 125 2833 -41 1825.3950268617364 1828.446666928392 100 TCGA 1 50 100 0.0 0.002 125 2833 -42 1824.7991046124184 1827.1365899320822 100 TCGA 1 50 100 0.0 0.002 125 2833 -43 1823.9681171800878 1828.3219159763662 100 TCGA 1 50 100 0.0 0.002 125 2833 -44 1823.6715963052604 1826.7891299760522 100 TCGA 1 50 100 0.0 0.002 125 2833 -45 1823.6127133144307 1828.0732237849404 100 TCGA 1 50 100 0.0 0.002 125 2833 -46 1822.7379591173592 1826.5940855400047 100 TCGA 1 50 100 0.0 0.002 125 2833 -47 1822.7922382765628 1825.626372217533 100 TCGA 1 50 100 0.0 0.002 125 2833 -48 1822.3402636587946 1824.9899080362752 100 TCGA 1 50 100 0.0 0.002 125 2833 -49 1821.7109165031977 1826.8704981204853 100 TCGA 1 50 100 0.0 0.002 125 2833 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index 8baae8480..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2407.9310314179743 3707.2612206540516 100 TCGA 1 50 100 1.0 0.002 125 2054 -1 1957.760592225913 2136.2987459269 100 TCGA 1 50 100 1.0 0.002 125 2054 -2 1927.0222526454063 2066.417776136542 100 TCGA 1 50 100 1.0 0.002 125 2054 -3 1905.0021492359508 1933.9169375932397 100 TCGA 1 50 100 1.0 0.002 125 2054 -4 1892.7385586775738 1900.952044769747 100 TCGA 1 50 100 1.0 0.002 125 2054 -5 1883.0746625850663 1882.4157187303706 100 TCGA 1 50 100 1.0 0.002 125 2054 -6 1877.7043406072107 1871.4373846772928 100 TCGA 1 50 100 1.0 0.002 125 2054 -7 1872.1557741724016 1866.7534860582207 100 TCGA 1 50 100 1.0 0.002 125 2054 -8 1867.6279478365855 1862.6506727975816 100 TCGA 1 50 100 1.0 0.002 125 2054 -9 1864.3719505040106 1859.002695974992 100 TCGA 1 50 100 1.0 0.002 125 2054 -10 1860.2662585420605 1855.172482897888 100 TCGA 1 50 100 1.0 0.002 125 2054 -11 1857.6897475026205 1854.42370482785 100 TCGA 1 50 100 1.0 0.002 125 2054 -12 1855.2226021025035 1856.24181331462 100 TCGA 1 50 100 1.0 0.002 125 2054 -13 1853.0468416312985 1862.203851901107 100 TCGA 1 50 100 1.0 0.002 125 2054 -14 1850.9068586211317 1846.672341811597 100 TCGA 1 50 100 1.0 0.002 125 2054 -15 1848.8361862323982 1845.9158671776854 100 TCGA 1 50 100 1.0 0.002 125 2054 -16 1847.239197574432 1845.4552032624058 100 TCGA 1 50 100 1.0 0.002 125 2054 -17 1846.0086088524372 1844.4786033438677 100 TCGA 1 50 100 1.0 0.002 125 2054 -18 1844.743676433527 1842.4308057622095 100 TCGA 1 50 100 1.0 0.002 125 2054 -19 1843.4367631226062 1839.0456892617383 100 TCGA 1 50 100 1.0 0.002 125 2054 -20 1842.252576516108 1842.0005520767902 100 TCGA 1 50 100 1.0 0.002 125 2054 -21 1840.9659469200838 1838.3761415721185 100 TCGA 1 50 100 1.0 0.002 125 2054 -22 1839.4728724857248 1837.538914666104 100 TCGA 1 50 100 1.0 0.002 125 2054 -23 1838.7270023428125 1836.1656488006438 100 TCGA 1 50 100 1.0 0.002 125 2054 -24 1837.2914776500281 1835.200145625589 100 TCGA 1 50 100 1.0 0.002 125 2054 -25 1836.186975229823 1834.8561545520572 100 TCGA 1 50 100 1.0 0.002 125 2054 -26 1835.8057130187042 1833.0309678274184 100 TCGA 1 50 100 1.0 0.002 125 2054 -27 1834.7483870749734 1837.4253420422424 100 TCGA 1 50 100 1.0 0.002 125 2054 -28 1834.1658842485124 1835.0962552017902 100 TCGA 1 50 100 1.0 0.002 125 2054 -29 1832.8437441683118 1830.3384647848618 100 TCGA 1 50 100 1.0 0.002 125 2054 -30 1832.38532133855 1833.6688122006517 100 TCGA 1 50 100 1.0 0.002 125 2054 -31 1831.890728362584 1830.421709376963 100 TCGA 1 50 100 1.0 0.002 125 2054 -32 1831.1583722848313 1828.6330541869504 100 TCGA 1 50 100 1.0 0.002 125 2054 -33 1830.43179780807 1829.0969962115264 100 TCGA 1 50 100 1.0 0.002 125 2054 -34 1829.400857705066 1830.8094672581658 100 TCGA 1 50 100 1.0 0.002 125 2054 -35 1828.934777378304 1828.3611667958935 100 TCGA 1 50 100 1.0 0.002 125 2054 -36 1828.2696802850573 1826.5164862397928 100 TCGA 1 50 100 1.0 0.002 125 2054 -37 1827.711595486099 1825.316823374686 100 TCGA 1 50 100 1.0 0.002 125 2054 -38 1827.0209420688823 1827.2057093327967 100 TCGA 1 50 100 1.0 0.002 125 2054 -39 1826.496539656133 1826.474529017156 100 TCGA 1 50 100 1.0 0.002 125 2054 -40 1826.121737225006 1824.5374804932867 100 TCGA 1 50 100 1.0 0.002 125 2054 -41 1825.9803413793916 1824.0937174888113 100 TCGA 1 50 100 1.0 0.002 125 2054 -42 1825.4683611299565 1823.389504284116 100 TCGA 1 50 100 1.0 0.002 125 2054 -43 1824.8570299937344 1824.2288272416772 100 TCGA 1 50 100 1.0 0.002 125 2054 -44 1824.5558764286002 1823.3115050349404 100 TCGA 1 50 100 1.0 0.002 125 2054 -45 1823.8148366947473 1824.7039095624607 100 TCGA 1 50 100 1.0 0.002 125 2054 -46 1823.2909710834383 1821.726920736495 100 TCGA 1 50 100 1.0 0.002 125 2054 -47 1823.0652496545679 1821.7374022210663 100 TCGA 1 50 100 1.0 0.002 125 2054 -48 1822.3558319224644 1821.6886894187735 100 TCGA 1 50 100 1.0 0.002 125 2054 -49 1822.4311864482252 1822.3607680737673 100 TCGA 1 50 100 1.0 0.002 125 2054 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 76ddc72b6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2576.7588340400757 3872.339879328282 150 TCGA 1 100 100 0.5 0.002 125 102 -1 1983.6864214647107 2893.2131090020416 150 TCGA 1 100 100 0.5 0.002 125 102 -2 1943.2746740358857 2330.461861308496 150 TCGA 1 100 100 0.5 0.002 125 102 -3 1923.6208507402864 2083.531632773241 150 TCGA 1 100 100 0.5 0.002 125 102 -4 1907.3783844229179 1935.3146923582758 150 TCGA 1 100 100 0.5 0.002 125 102 -5 1900.1841896858475 1922.9192741048994 150 TCGA 1 100 100 0.5 0.002 125 102 -6 1890.2036489799016 1887.7159221399968 150 TCGA 1 100 100 0.5 0.002 125 102 -7 1883.1849894310192 1877.854287305669 150 TCGA 1 100 100 0.5 0.002 125 102 -8 1878.675291824213 1878.2691852818782 150 TCGA 1 100 100 0.5 0.002 125 102 -9 1874.6967086170332 1870.8825260334877 150 TCGA 1 100 100 0.5 0.002 125 102 -10 1871.4082623002837 1878.224901975699 150 TCGA 1 100 100 0.5 0.002 125 102 -11 1867.6663063373771 1871.1736986936637 150 TCGA 1 100 100 0.5 0.002 125 102 -12 1864.3711407986425 1862.8809587488222 150 TCGA 1 100 100 0.5 0.002 125 102 -13 1862.7795766461493 1860.878159719496 150 TCGA 1 100 100 0.5 0.002 125 102 -14 1860.493444474045 1862.6552734375 150 TCGA 1 100 100 0.5 0.002 125 102 -15 1858.4557757202517 1855.7885018353486 150 TCGA 1 100 100 0.5 0.002 125 102 -16 1856.2963999626772 1855.687603667753 150 TCGA 1 100 100 0.5 0.002 125 102 -17 1854.1572847976283 1852.0661890997958 150 TCGA 1 100 100 0.5 0.002 125 102 -18 1852.718026230279 1850.1738483678157 150 TCGA 1 100 100 0.5 0.002 125 102 -19 1851.7034130281656 1849.8057714107647 150 TCGA 1 100 100 0.5 0.002 125 102 -20 1849.9022150440985 1849.0360677901224 150 TCGA 1 100 100 0.5 0.002 125 102 -21 1848.036734593661 1849.0830016783134 150 TCGA 1 100 100 0.5 0.002 125 102 -22 1847.2404850694613 1844.247319973893 150 TCGA 1 100 100 0.5 0.002 125 102 -23 1845.8950219293274 1844.2047579204616 150 TCGA 1 100 100 0.5 0.002 125 102 -24 1844.8064252340523 1843.0735329479428 150 TCGA 1 100 100 0.5 0.002 125 102 -25 1844.1827948223547 1844.0017715530778 150 TCGA 1 100 100 0.5 0.002 125 102 -26 1842.8127335945348 1847.8712360631282 150 TCGA 1 100 100 0.5 0.002 125 102 -27 1842.1165427305773 1840.0695573816347 150 TCGA 1 100 100 0.5 0.002 125 102 -28 1840.7254229091163 1837.928964279405 150 TCGA 1 100 100 0.5 0.002 125 102 -29 1839.7803859700048 1837.6975195803234 150 TCGA 1 100 100 0.5 0.002 125 102 -30 1839.0403033415246 1837.6142357294284 150 TCGA 1 100 100 0.5 0.002 125 102 -31 1838.4310565705357 1836.878140090099 150 TCGA 1 100 100 0.5 0.002 125 102 -32 1837.5660967208908 1836.7804157506282 150 TCGA 1 100 100 0.5 0.002 125 102 -33 1836.8506188293109 1835.268645473461 150 TCGA 1 100 100 0.5 0.002 125 102 -34 1836.0822551432218 1834.4586807327653 150 TCGA 1 100 100 0.5 0.002 125 102 -35 1835.3152724363026 1834.248103922935 150 TCGA 1 100 100 0.5 0.002 125 102 -36 1834.614378043378 1836.4949037178078 150 TCGA 1 100 100 0.5 0.002 125 102 -37 1833.9445058194797 1835.16195418008 150 TCGA 1 100 100 0.5 0.002 125 102 -38 1833.273380395783 1834.6789489439384 150 TCGA 1 100 100 0.5 0.002 125 102 -39 1832.5911552666794 1830.8248358491678 150 TCGA 1 100 100 0.5 0.002 125 102 -40 1832.395400607542 1830.7618954145728 150 TCGA 1 100 100 0.5 0.002 125 102 -41 1831.375123855245 1831.7855862564777 150 TCGA 1 100 100 0.5 0.002 125 102 -42 1831.2303458757865 1832.8633002659783 150 TCGA 1 100 100 0.5 0.002 125 102 -43 1830.7619430247341 1829.820227234807 150 TCGA 1 100 100 0.5 0.002 125 102 -44 1829.6112802452055 1828.69899055826 150 TCGA 1 100 100 0.5 0.002 125 102 -45 1829.07634889671 1829.278933117737 150 TCGA 1 100 100 0.5 0.002 125 102 -46 1829.0037682379234 1830.4212738497174 150 TCGA 1 100 100 0.5 0.002 125 102 -47 1828.2577135520582 1828.708241525008 150 TCGA 1 100 100 0.5 0.002 125 102 -48 1827.834465680025 1826.3456062048524 150 TCGA 1 100 100 0.5 0.002 125 102 -49 1827.4080277383428 1826.2126378965138 150 TCGA 1 100 100 0.5 0.002 125 102 -50 1826.8607475313975 1825.7916959062893 150 TCGA 1 100 100 0.5 0.002 125 102 -51 1826.8988946743716 1826.9524661883636 150 TCGA 1 100 100 0.5 0.002 125 102 -52 1826.0106217931166 1826.2868995858198 150 TCGA 1 100 100 0.5 0.002 125 102 -53 1825.9295957190395 1824.260407260914 150 TCGA 1 100 100 0.5 0.002 125 102 -54 1825.1617347299155 1825.8666004583465 150 TCGA 1 100 100 0.5 0.002 125 102 -55 1824.7230766220596 1824.5998829597204 150 TCGA 1 100 100 0.5 0.002 125 102 -56 1824.3549796921 1825.8901931532664 150 TCGA 1 100 100 0.5 0.002 125 102 -57 1824.1494956788827 1822.9557577928706 150 TCGA 1 100 100 0.5 0.002 125 102 -58 1823.9373260440138 1822.326939875157 150 TCGA 1 100 100 0.5 0.002 125 102 -59 1823.3932005895783 1822.0718392990343 150 TCGA 1 100 100 0.5 0.002 125 102 -60 1823.201416383512 1823.1688735425173 150 TCGA 1 100 100 0.5 0.002 125 102 -61 1822.6520591281942 1823.694515669166 150 TCGA 1 100 100 0.5 0.002 125 102 -62 1822.396511748508 1820.9693394953283 150 TCGA 1 100 100 0.5 0.002 125 102 -63 1822.0681205891726 1824.794112775793 150 TCGA 1 100 100 0.5 0.002 125 102 -64 1821.788144472388 1820.171360341748 150 TCGA 1 100 100 0.5 0.002 125 102 -65 1821.2508408531226 1820.9954245102465 150 TCGA 1 100 100 0.5 0.002 125 102 -66 1821.259424007981 1820.414850129554 150 TCGA 1 100 100 0.5 0.002 125 102 -67 1820.7762433867567 1821.1332535480135 150 TCGA 1 100 100 0.5 0.002 125 102 -68 1820.0312986155682 1822.947650238497 150 TCGA 1 100 100 0.5 0.002 125 102 -69 1820.4170008805304 1819.0638397063442 150 TCGA 1 100 100 0.5 0.002 125 102 -70 1819.604656469424 1819.186135143491 150 TCGA 1 100 100 0.5 0.002 125 102 -71 1819.7368247858954 1818.760817024576 150 TCGA 1 100 100 0.5 0.002 125 102 -72 1819.35400638608 1819.5892241971576 150 TCGA 1 100 100 0.5 0.002 125 102 -73 1819.2330853521512 1818.4815134019707 150 TCGA 1 100 100 0.5 0.002 125 102 -74 1819.1447465046933 1817.9198298622016 150 TCGA 1 100 100 0.5 0.002 125 102 -75 1818.685304410304 1817.7935564050722 150 TCGA 1 100 100 0.5 0.002 125 102 -76 1818.3978491671478 1817.959959097244 150 TCGA 1 100 100 0.5 0.002 125 102 -77 1818.3602253636793 1819.977045260482 150 TCGA 1 100 100 0.5 0.002 125 102 -78 1817.8600218813658 1817.3554699768374 150 TCGA 1 100 100 0.5 0.002 125 102 -79 1817.9075485452609 1816.4407229016174 150 TCGA 1 100 100 0.5 0.002 125 102 -80 1817.5058775785872 1816.6298214706344 150 TCGA 1 100 100 0.5 0.002 125 102 -81 1817.1262306496958 1817.103986117109 150 TCGA 1 100 100 0.5 0.002 125 102 -82 1817.1581500539132 1817.14937296345 150 TCGA 1 100 100 0.5 0.002 125 102 -83 1816.9632599970394 1816.5235074297268 150 TCGA 1 100 100 0.5 0.002 125 102 -84 1816.7326490519529 1815.5564406505182 150 TCGA 1 100 100 0.5 0.002 125 102 -85 1816.5246338272136 1816.0415511394865 150 TCGA 1 100 100 0.5 0.002 125 102 -86 1816.5760310833336 1815.9313498645572 150 TCGA 1 100 100 0.5 0.002 125 102 -87 1816.092957149301 1815.6500225738066 150 TCGA 1 100 100 0.5 0.002 125 102 -88 1816.2310580911349 1815.458873959642 150 TCGA 1 100 100 0.5 0.002 125 102 -89 1815.769307288651 1815.8511091836133 150 TCGA 1 100 100 0.5 0.002 125 102 -90 1815.5459767837772 1816.1999836830637 150 TCGA 1 100 100 0.5 0.002 125 102 -91 1815.6422570278926 1815.2805224854742 150 TCGA 1 100 100 0.5 0.002 125 102 -92 1815.158209665211 1814.589027289769 150 TCGA 1 100 100 0.5 0.002 125 102 -93 1814.789572663706 1814.454374533802 150 TCGA 1 100 100 0.5 0.002 125 102 -94 1814.9566064769235 1814.447169318271 150 TCGA 1 100 100 0.5 0.002 125 102 -95 1814.8943371692396 1814.3544161235866 150 TCGA 1 100 100 0.5 0.002 125 102 -96 1814.508352217284 1817.5967391891097 150 TCGA 1 100 100 0.5 0.002 125 102 -97 1814.4203773734425 1813.7428187077967 150 TCGA 1 100 100 0.5 0.002 125 102 -98 1814.240363189905 1813.2327561881673 150 TCGA 1 100 100 0.5 0.002 125 102 -99 1813.9835258081084 1813.734234527128 150 TCGA 1 100 100 0.5 0.002 125 102 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index 5d9d94cc7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2565.7908649685155 4032.878989674937 150 TCGA 1 100 100 0.0 0.002 125 9643 -1 1978.6650947496712 3086.999586555826 150 TCGA 1 100 100 0.0 0.002 125 9643 -2 1944.9644668975943 2427.0075389152794 150 TCGA 1 100 100 0.0 0.002 125 9643 -3 1923.7323786687314 2015.6867988624765 150 TCGA 1 100 100 0.0 0.002 125 9643 -4 1907.9124434980274 1965.5294539101758 150 TCGA 1 100 100 0.0 0.002 125 9643 -5 1897.721020366108 1922.70371817584 150 TCGA 1 100 100 0.0 0.002 125 9643 -6 1889.7713965999187 1889.797219127866 150 TCGA 1 100 100 0.0 0.002 125 9643 -7 1883.9707521629568 1890.8574445714903 150 TCGA 1 100 100 0.0 0.002 125 9643 -8 1877.9000917101082 1876.078570341944 150 TCGA 1 100 100 0.0 0.002 125 9643 -9 1874.6061717954274 1874.3177968700927 150 TCGA 1 100 100 0.0 0.002 125 9643 -10 1870.495753972415 1888.638762660961 150 TCGA 1 100 100 0.0 0.002 125 9643 -11 1867.7067543129422 1873.4430876305355 150 TCGA 1 100 100 0.0 0.002 125 9643 -12 1865.4127760541294 1861.2992121250786 150 TCGA 1 100 100 0.0 0.002 125 9643 -13 1862.5573152205097 1860.0923323894865 150 TCGA 1 100 100 0.0 0.002 125 9643 -14 1860.7456869216273 1869.9138600718436 150 TCGA 1 100 100 0.0 0.002 125 9643 -15 1858.3206809046333 1853.4469423533685 150 TCGA 1 100 100 0.0 0.002 125 9643 -16 1856.6328470541146 1856.4613282476837 150 TCGA 1 100 100 0.0 0.002 125 9643 -17 1854.5833320843346 1851.8119675526068 150 TCGA 1 100 100 0.0 0.002 125 9643 -18 1853.2607609361048 1852.5539342218908 150 TCGA 1 100 100 0.0 0.002 125 9643 -19 1851.266000094724 1850.892519236809 150 TCGA 1 100 100 0.0 0.002 125 9643 -20 1849.6433558514614 1846.4580765153894 150 TCGA 1 100 100 0.0 0.002 125 9643 -21 1848.3424476259906 1848.0215598254947 150 TCGA 1 100 100 0.0 0.002 125 9643 -22 1847.1389458553374 1845.2777694625472 150 TCGA 1 100 100 0.0 0.002 125 9643 -23 1846.1419605110782 1842.918687063246 150 TCGA 1 100 100 0.0 0.002 125 9643 -24 1844.8093617478976 1845.413059560498 150 TCGA 1 100 100 0.0 0.002 125 9643 -25 1843.5170078049787 1844.044786309477 150 TCGA 1 100 100 0.0 0.002 125 9643 -26 1842.7639196263665 1841.098349413081 150 TCGA 1 100 100 0.0 0.002 125 9643 -27 1841.832289274948 1840.3754821470634 150 TCGA 1 100 100 0.0 0.002 125 9643 -28 1840.6769034003212 1839.688779591316 150 TCGA 1 100 100 0.0 0.002 125 9643 -29 1840.3867416543637 1838.6554047090924 150 TCGA 1 100 100 0.0 0.002 125 9643 -30 1838.9127911783673 1838.691579234061 150 TCGA 1 100 100 0.0 0.002 125 9643 -31 1838.1002461054134 1838.096587061283 150 TCGA 1 100 100 0.0 0.002 125 9643 -32 1837.1518746124925 1836.15282282997 150 TCGA 1 100 100 0.0 0.002 125 9643 -33 1836.5619805846206 1836.8213332286432 150 TCGA 1 100 100 0.0 0.002 125 9643 -34 1835.8082187915304 1837.264988884854 150 TCGA 1 100 100 0.0 0.002 125 9643 -35 1835.0776781264606 1834.4809472165516 150 TCGA 1 100 100 0.0 0.002 125 9643 -36 1834.7064143854775 1833.06227180826 150 TCGA 1 100 100 0.0 0.002 125 9643 -37 1834.1507499278396 1833.1133021062342 150 TCGA 1 100 100 0.0 0.002 125 9643 -38 1832.688767670015 1832.0394820783606 150 TCGA 1 100 100 0.0 0.002 125 9643 -39 1832.626575768453 1830.523411122998 150 TCGA 1 100 100 0.0 0.002 125 9643 -40 1831.802235956423 1832.384945356666 150 TCGA 1 100 100 0.0 0.002 125 9643 -41 1831.3898425863874 1830.219065297189 150 TCGA 1 100 100 0.0 0.002 125 9643 -42 1830.5825888711117 1830.7412133911746 150 TCGA 1 100 100 0.0 0.002 125 9643 -43 1830.6046129633958 1829.5972697962468 150 TCGA 1 100 100 0.0 0.002 125 9643 -44 1829.457438432634 1831.220086639251 150 TCGA 1 100 100 0.0 0.002 125 9643 -45 1829.2398097518033 1830.5817116588803 150 TCGA 1 100 100 0.0 0.002 125 9643 -46 1828.7486404536464 1828.1109901313207 150 TCGA 1 100 100 0.0 0.002 125 9643 -47 1828.14292147245 1828.179537825848 150 TCGA 1 100 100 0.0 0.002 125 9643 -48 1827.969358880015 1833.2556268893295 150 TCGA 1 100 100 0.0 0.002 125 9643 -49 1827.3957738219553 1827.2893465128377 150 TCGA 1 100 100 0.0 0.002 125 9643 -50 1826.4023121662312 1827.300228559791 150 TCGA 1 100 100 0.0 0.002 125 9643 -51 1826.4918829714272 1825.7699281318703 150 TCGA 1 100 100 0.0 0.002 125 9643 -52 1826.1814959909598 1827.0178198119504 150 TCGA 1 100 100 0.0 0.002 125 9643 -53 1825.6227764100258 1825.455687249725 150 TCGA 1 100 100 0.0 0.002 125 9643 -54 1825.1157814908977 1827.4405309015783 150 TCGA 1 100 100 0.0 0.002 125 9643 -55 1824.6657109601726 1824.9741793685223 150 TCGA 1 100 100 0.0 0.002 125 9643 -56 1824.1277189292018 1824.0188068025675 150 TCGA 1 100 100 0.0 0.002 125 9643 -57 1823.7550605291074 1824.452800501531 150 TCGA 1 100 100 0.0 0.002 125 9643 -58 1823.6293656453183 1823.2380898633794 150 TCGA 1 100 100 0.0 0.002 125 9643 -59 1823.049239613273 1825.6073568526224 150 TCGA 1 100 100 0.0 0.002 125 9643 -60 1823.0930576777935 1822.9965489066426 150 TCGA 1 100 100 0.0 0.002 125 9643 -61 1822.532908079733 1822.9042938079067 150 TCGA 1 100 100 0.0 0.002 125 9643 -62 1822.3594417919044 1821.9694781279445 150 TCGA 1 100 100 0.0 0.002 125 9643 -63 1821.9197142641783 1821.4166916123586 150 TCGA 1 100 100 0.0 0.002 125 9643 -64 1821.7777720248143 1822.1905247673917 150 TCGA 1 100 100 0.0 0.002 125 9643 -65 1821.2187475610463 1821.6103957286432 150 TCGA 1 100 100 0.0 0.002 125 9643 -66 1821.0301584251652 1825.4688346517744 150 TCGA 1 100 100 0.0 0.002 125 9643 -67 1820.764695840404 1821.5695990941033 150 TCGA 1 100 100 0.0 0.002 125 9643 -68 1820.3182511345085 1820.3395664847676 150 TCGA 1 100 100 0.0 0.002 125 9643 -69 1819.924307386209 1820.292904341041 150 TCGA 1 100 100 0.0 0.002 125 9643 -70 1819.4744193137444 1819.3624979143765 150 TCGA 1 100 100 0.0 0.002 125 9643 -71 1819.440392449174 1821.2143505614008 150 TCGA 1 100 100 0.0 0.002 125 9643 -72 1819.2574359882303 1819.9409958729193 150 TCGA 1 100 100 0.0 0.002 125 9643 -73 1819.1114569126541 1819.568601675369 150 TCGA 1 100 100 0.0 0.002 125 9643 -74 1818.8557561241446 1818.6281088057474 150 TCGA 1 100 100 0.0 0.002 125 9643 -75 1818.3951393942414 1818.5561639987045 150 TCGA 1 100 100 0.0 0.002 125 9643 -76 1818.2089579825238 1819.2661911854193 150 TCGA 1 100 100 0.0 0.002 125 9643 -77 1818.3144643387368 1817.8875499322785 150 TCGA 1 100 100 0.0 0.002 125 9643 -78 1818.0248757468921 1820.1777196529522 150 TCGA 1 100 100 0.0 0.002 125 9643 -79 1817.7358958715572 1818.048712188874 150 TCGA 1 100 100 0.0 0.002 125 9643 -80 1817.400777192344 1817.1960829538316 150 TCGA 1 100 100 0.0 0.002 125 9643 -81 1817.1241821602448 1817.579117511385 150 TCGA 1 100 100 0.0 0.002 125 9643 -82 1817.0468455690507 1818.164855650322 150 TCGA 1 100 100 0.0 0.002 125 9643 -83 1816.8362510758648 1817.2823486328125 150 TCGA 1 100 100 0.0 0.002 125 9643 -84 1816.4993483224796 1817.9929266694803 150 TCGA 1 100 100 0.0 0.002 125 9643 -85 1816.2912463036907 1817.581238099678 150 TCGA 1 100 100 0.0 0.002 125 9643 -86 1816.2911334441753 1816.9797277402638 150 TCGA 1 100 100 0.0 0.002 125 9643 -87 1816.102635544237 1816.7223593553706 150 TCGA 1 100 100 0.0 0.002 125 9643 -88 1815.396725477152 1817.64618318644 150 TCGA 1 100 100 0.0 0.002 125 9643 -89 1815.9863679385342 1816.3215785961056 150 TCGA 1 100 100 0.0 0.002 125 9643 -90 1815.798658883416 1815.788005579656 150 TCGA 1 100 100 0.0 0.002 125 9643 -91 1815.158054253448 1818.9042962615813 150 TCGA 1 100 100 0.0 0.002 125 9643 -92 1815.1190846108182 1815.999144280975 150 TCGA 1 100 100 0.0 0.002 125 9643 -93 1814.9950980846338 1815.2558924996074 150 TCGA 1 100 100 0.0 0.002 125 9643 -94 1814.6313383364493 1815.5913895650126 150 TCGA 1 100 100 0.0 0.002 125 9643 -95 1814.7200691469254 1814.8924775243404 150 TCGA 1 100 100 0.0 0.002 125 9643 -96 1814.9320143299292 1815.5079308898005 150 TCGA 1 100 100 0.0 0.002 125 9643 -97 1814.0940535611667 1815.963942024576 150 TCGA 1 100 100 0.0 0.002 125 9643 -98 1814.6717873475477 1815.295221223304 150 TCGA 1 100 100 0.0 0.002 125 9643 -99 1814.0183718613528 1814.3827499312972 150 TCGA 1 100 100 0.0 0.002 125 9643 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index b26fa97ba..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2572.0215503902546 4541.139268117933 150 TCGA 1 100 100 1.0 0.002 125 1384 -1 1980.1127746834102 3086.2336131340294 150 TCGA 1 100 100 1.0 0.002 125 1384 -2 1940.9152188229234 2335.449089932082 150 TCGA 1 100 100 1.0 0.002 125 1384 -3 1920.4588047235802 2308.5941057828204 150 TCGA 1 100 100 1.0 0.002 125 1384 -4 1907.7259846042343 2007.2072434928548 150 TCGA 1 100 100 1.0 0.002 125 1384 -5 1897.3570256063429 1895.370426963921 150 TCGA 1 100 100 1.0 0.002 125 1384 -6 1888.301927490098 1892.0677312342964 150 TCGA 1 100 100 1.0 0.002 125 1384 -7 1883.2178749742752 1890.0024138024105 150 TCGA 1 100 100 1.0 0.002 125 1384 -8 1878.2017821175589 1880.6344405131124 150 TCGA 1 100 100 1.0 0.002 125 1384 -9 1873.146781900097 1885.5055606401147 150 TCGA 1 100 100 1.0 0.002 125 1384 -10 1869.9781806026936 1875.1176003307553 150 TCGA 1 100 100 1.0 0.002 125 1384 -11 1866.9916505895565 1871.222036083739 150 TCGA 1 100 100 1.0 0.002 125 1384 -12 1863.7623125875298 1864.7901605193938 150 TCGA 1 100 100 1.0 0.002 125 1384 -13 1861.5296658791526 1863.6362494847283 150 TCGA 1 100 100 1.0 0.002 125 1384 -14 1859.544929096483 1871.5968085054178 150 TCGA 1 100 100 1.0 0.002 125 1384 -15 1857.689053354605 1865.0035608952967 150 TCGA 1 100 100 1.0 0.002 125 1384 -16 1855.095148719492 1857.0658284096262 150 TCGA 1 100 100 1.0 0.002 125 1384 -17 1854.0631119321135 1854.9631513279287 150 TCGA 1 100 100 1.0 0.002 125 1384 -18 1852.089570069422 1853.8868279385208 150 TCGA 1 100 100 1.0 0.002 125 1384 -19 1851.2350047814393 1854.5555346311637 150 TCGA 1 100 100 1.0 0.002 125 1384 -20 1849.2570007644417 1854.1750942211056 150 TCGA 1 100 100 1.0 0.002 125 1384 -21 1847.5948954770736 1852.235146680669 150 TCGA 1 100 100 1.0 0.002 125 1384 -22 1846.735759549035 1849.394383416104 150 TCGA 1 100 100 1.0 0.002 125 1384 -23 1845.323494299007 1848.1248392843122 150 TCGA 1 100 100 1.0 0.002 125 1384 -24 1843.7760170682066 1845.235754578557 150 TCGA 1 100 100 1.0 0.002 125 1384 -25 1842.934061661218 1844.2702305472676 150 TCGA 1 100 100 1.0 0.002 125 1384 -26 1841.9337690821555 1845.4835131467887 150 TCGA 1 100 100 1.0 0.002 125 1384 -27 1841.2757808984636 1843.4509007439542 150 TCGA 1 100 100 1.0 0.002 125 1384 -28 1839.995360796733 1841.5049104163395 150 TCGA 1 100 100 1.0 0.002 125 1384 -29 1839.3771053484102 1841.3779217130575 150 TCGA 1 100 100 1.0 0.002 125 1384 -30 1838.3401244613046 1839.5550592317054 150 TCGA 1 100 100 1.0 0.002 125 1384 -31 1837.3368718917648 1838.9738033428864 150 TCGA 1 100 100 1.0 0.002 125 1384 -32 1836.9819605584948 1838.8259216001884 150 TCGA 1 100 100 1.0 0.002 125 1384 -33 1836.2843638489403 1839.339610037492 150 TCGA 1 100 100 1.0 0.002 125 1384 -34 1835.6509396212084 1845.2695711222127 150 TCGA 1 100 100 1.0 0.002 125 1384 -35 1834.5972075234008 1838.9132061675566 150 TCGA 1 100 100 1.0 0.002 125 1384 -36 1833.833718965064 1837.4059782555355 150 TCGA 1 100 100 1.0 0.002 125 1384 -37 1833.4303522034406 1838.0828857421875 150 TCGA 1 100 100 1.0 0.002 125 1384 -38 1832.4168386424224 1835.1576584092336 150 TCGA 1 100 100 1.0 0.002 125 1384 -39 1832.0694410850167 1841.431357225581 150 TCGA 1 100 100 1.0 0.002 125 1384 -40 1831.6856073447004 1833.7568543400596 150 TCGA 1 100 100 1.0 0.002 125 1384 -41 1831.0435732834999 1833.6290338410804 150 TCGA 1 100 100 1.0 0.002 125 1384 -42 1830.2683852824107 1832.8008438187028 150 TCGA 1 100 100 1.0 0.002 125 1384 -43 1829.8555517561774 1833.3914843995367 150 TCGA 1 100 100 1.0 0.002 125 1384 -44 1829.2316440531606 1831.418923842847 150 TCGA 1 100 100 1.0 0.002 125 1384 -45 1828.8020578991795 1832.8413312902403 150 TCGA 1 100 100 1.0 0.002 125 1384 -46 1828.3448758019388 1832.108254284116 150 TCGA 1 100 100 1.0 0.002 125 1384 -47 1827.8441672927102 1829.9809024369897 150 TCGA 1 100 100 1.0 0.002 125 1384 -48 1827.3704585047594 1832.348948109689 150 TCGA 1 100 100 1.0 0.002 125 1384 -49 1826.7550794957192 1830.523408669323 150 TCGA 1 100 100 1.0 0.002 125 1384 -50 1826.378557847512 1828.9237539013427 150 TCGA 1 100 100 1.0 0.002 125 1384 -51 1826.2427492496197 1829.9863195371388 150 TCGA 1 100 100 1.0 0.002 125 1384 -52 1825.7504292149697 1833.7685595948492 150 TCGA 1 100 100 1.0 0.002 125 1384 -53 1825.1251779754907 1828.092007277599 150 TCGA 1 100 100 1.0 0.002 125 1384 -54 1824.8581469255123 1830.3258614851602 150 TCGA 1 100 100 1.0 0.002 125 1384 -55 1824.4446251783297 1827.4901644452732 150 TCGA 1 100 100 1.0 0.002 125 1384 -56 1824.0904830011198 1827.7079875696843 150 TCGA 1 100 100 1.0 0.002 125 1384 -57 1823.5533801118288 1828.276042689031 150 TCGA 1 100 100 1.0 0.002 125 1384 -58 1823.3484405439233 1829.7745367462312 150 TCGA 1 100 100 1.0 0.002 125 1384 -59 1823.003521426712 1827.0522970074985 150 TCGA 1 100 100 1.0 0.002 125 1384 -60 1822.355229909671 1825.7208270355684 150 TCGA 1 100 100 1.0 0.002 125 1384 -61 1821.9231915717173 1825.7362950003926 150 TCGA 1 100 100 1.0 0.002 125 1384 -62 1821.8153190353057 1824.4347598588647 150 TCGA 1 100 100 1.0 0.002 125 1384 -63 1821.593113773728 1825.5361315856626 150 TCGA 1 100 100 1.0 0.002 125 1384 -64 1821.2696022112889 1825.3349891547582 150 TCGA 1 100 100 1.0 0.002 125 1384 -65 1820.9867431013854 1825.2154203635364 150 TCGA 1 100 100 1.0 0.002 125 1384 -66 1820.627287765794 1824.4493205774968 150 TCGA 1 100 100 1.0 0.002 125 1384 -67 1820.0880466362823 1824.145821269433 150 TCGA 1 100 100 1.0 0.002 125 1384 -68 1820.0593186778833 1824.589154267431 150 TCGA 1 100 100 1.0 0.002 125 1384 -69 1819.4916463656702 1823.5312739233275 150 TCGA 1 100 100 1.0 0.002 125 1384 -70 1819.7767443669163 1823.7908935546875 150 TCGA 1 100 100 1.0 0.002 125 1384 -71 1819.191516588809 1824.2183678401775 150 TCGA 1 100 100 1.0 0.002 125 1384 -72 1818.8912537595313 1823.204473907624 150 TCGA 1 100 100 1.0 0.002 125 1384 -73 1818.620071896539 1822.1725197030073 150 TCGA 1 100 100 1.0 0.002 125 1384 -74 1818.142681732842 1822.419774041104 150 TCGA 1 100 100 1.0 0.002 125 1384 -75 1817.849667528376 1822.062542939306 150 TCGA 1 100 100 1.0 0.002 125 1384 -76 1818.2212556501972 1824.2898832541614 150 TCGA 1 100 100 1.0 0.002 125 1384 -77 1817.7162719413177 1825.085340643648 150 TCGA 1 100 100 1.0 0.002 125 1384 -78 1817.7374190458138 1823.8184415730998 150 TCGA 1 100 100 1.0 0.002 125 1384 -79 1817.29344385545 1820.8872156191112 150 TCGA 1 100 100 1.0 0.002 125 1384 -80 1816.8178896107222 1822.1815437048524 150 TCGA 1 100 100 1.0 0.002 125 1384 -81 1816.446178478433 1822.063615808535 150 TCGA 1 100 100 1.0 0.002 125 1384 -82 1816.586827104945 1820.827665549427 150 TCGA 1 100 100 1.0 0.002 125 1384 -83 1816.5202967271912 1820.0732661108275 150 TCGA 1 100 100 1.0 0.002 125 1384 -84 1815.732474114935 1819.7219980517823 150 TCGA 1 100 100 1.0 0.002 125 1384 -85 1815.9741017320005 1820.5944425496623 150 TCGA 1 100 100 1.0 0.002 125 1384 -86 1815.913238964811 1819.7966676644944 150 TCGA 1 100 100 1.0 0.002 125 1384 -87 1815.9874161027187 1818.8767402687265 150 TCGA 1 100 100 1.0 0.002 125 1384 -88 1815.351288219903 1819.768670623626 150 TCGA 1 100 100 1.0 0.002 125 1384 -89 1814.9962678149896 1821.1268598853644 150 TCGA 1 100 100 1.0 0.002 125 1384 -90 1814.8245046389716 1818.912552876688 150 TCGA 1 100 100 1.0 0.002 125 1384 -91 1814.7392871480713 1818.3882522966394 150 TCGA 1 100 100 1.0 0.002 125 1384 -92 1814.5684513467165 1818.1845911687342 150 TCGA 1 100 100 1.0 0.002 125 1384 -93 1814.4232514418984 1818.2983533389604 150 TCGA 1 100 100 1.0 0.002 125 1384 -94 1814.6220366576645 1819.8893736259422 150 TCGA 1 100 100 1.0 0.002 125 1384 -95 1814.0374741280154 1818.976143535058 150 TCGA 1 100 100 1.0 0.002 125 1384 -96 1813.7131898532768 1818.7802734375 150 TCGA 1 100 100 1.0 0.002 125 1384 -97 1813.8118913243666 1817.6715314855528 150 TCGA 1 100 100 1.0 0.002 125 1384 -98 1813.815524520559 1818.2711445410646 150 TCGA 1 100 100 1.0 0.002 125 1384 -99 1813.5376459993095 1817.4930008931376 150 TCGA 1 100 100 1.0 0.002 125 1384 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 383f4f024..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2569.82480640158 4716.976503611809 150 TCGA 1 50 100 0.5 0.002 125 6741 -1 1980.959558905282 2909.2455956540516 150 TCGA 1 50 100 0.5 0.002 125 6741 -2 1943.839219991005 2347.419767293499 150 TCGA 1 50 100 0.5 0.002 125 6741 -3 1921.8885195698372 2114.8919573453204 150 TCGA 1 50 100 0.5 0.002 125 6741 -4 1907.3081100605232 1972.6545097312735 150 TCGA 1 50 100 0.5 0.002 125 6741 -5 1896.8615723473777 1895.2950243159155 150 TCGA 1 50 100 0.5 0.002 125 6741 -6 1889.690710194423 1903.2077648987124 150 TCGA 1 50 100 0.5 0.002 125 6741 -7 1883.9349995138443 1885.121221954499 150 TCGA 1 50 100 0.5 0.002 125 6741 -8 1877.3693082860332 1888.515974035215 150 TCGA 1 50 100 0.5 0.002 125 6741 -9 1872.8615085394445 1892.894821397024 150 TCGA 1 50 100 0.5 0.002 125 6741 -10 1869.7302158890936 1874.8094212517667 150 TCGA 1 50 100 0.5 0.002 125 6741 -11 1867.0961161256967 1877.8523581039965 150 TCGA 1 50 100 0.5 0.002 125 6741 -12 1864.7980830314664 1862.4059635334877 150 TCGA 1 50 100 0.5 0.002 125 6741 -13 1862.4764696017535 1858.591458267902 150 TCGA 1 50 100 0.5 0.002 125 6741 -14 1859.1772662185242 1859.0284460633245 150 TCGA 1 50 100 0.5 0.002 125 6741 -15 1857.7779081020788 1855.5171616137327 150 TCGA 1 50 100 0.5 0.002 125 6741 -16 1855.3878624012646 1862.4666717375942 150 TCGA 1 50 100 0.5 0.002 125 6741 -17 1853.7225278302326 1854.692010467376 150 TCGA 1 50 100 0.5 0.002 125 6741 -18 1852.7286903440108 1853.312442952065 150 TCGA 1 50 100 0.5 0.002 125 6741 -19 1850.7866305906814 1849.5216794421326 150 TCGA 1 50 100 0.5 0.002 125 6741 -20 1850.0158420260004 1847.3235329479428 150 TCGA 1 50 100 0.5 0.002 125 6741 -21 1848.0460532769946 1848.6899659429962 150 TCGA 1 50 100 0.5 0.002 125 6741 -22 1847.3522891446887 1847.1169157555355 150 TCGA 1 50 100 0.5 0.002 125 6741 -23 1845.6893885949185 1843.7262557906722 150 TCGA 1 50 100 0.5 0.002 125 6741 -24 1844.4013927351991 1844.527518574317 150 TCGA 1 50 100 0.5 0.002 125 6741 -25 1843.678148193223 1846.3916132174545 150 TCGA 1 50 100 0.5 0.002 125 6741 -26 1842.3175521494622 1844.8543412865106 150 TCGA 1 50 100 0.5 0.002 125 6741 -27 1841.8508294786056 1842.7003781112594 150 TCGA 1 50 100 0.5 0.002 125 6741 -28 1840.5885090700735 1848.541058564306 150 TCGA 1 50 100 0.5 0.002 125 6741 -29 1840.066672341208 1840.406602715727 150 TCGA 1 50 100 0.5 0.002 125 6741 -30 1838.7645788251295 1837.9339887916144 150 TCGA 1 50 100 0.5 0.002 125 6741 -31 1837.590971105239 1839.3027779277245 150 TCGA 1 50 100 0.5 0.002 125 6741 -32 1837.0354416212049 1839.5219284901068 150 TCGA 1 50 100 0.5 0.002 125 6741 -33 1836.0435987494463 1835.4572980871153 150 TCGA 1 50 100 0.5 0.002 125 6741 -34 1835.630674109899 1836.036788557043 150 TCGA 1 50 100 0.5 0.002 125 6741 -35 1834.6059825108218 1835.3985074297268 150 TCGA 1 50 100 0.5 0.002 125 6741 -36 1834.5794646532117 1834.4234527127826 150 TCGA 1 50 100 0.5 0.002 125 6741 -37 1833.8300716529163 1833.393718470281 150 TCGA 1 50 100 0.5 0.002 125 6741 -38 1833.0939149495707 1833.1671369543028 150 TCGA 1 50 100 0.5 0.002 125 6741 -39 1832.6076815622514 1833.5812227642116 150 TCGA 1 50 100 0.5 0.002 125 6741 -40 1831.3533764138847 1841.1431228407664 150 TCGA 1 50 100 0.5 0.002 125 6741 -41 1831.2232146068854 1830.8179072854507 150 TCGA 1 50 100 0.5 0.002 125 6741 -42 1830.7409862540026 1830.1744157800722 150 TCGA 1 50 100 0.5 0.002 125 6741 -43 1829.953272100245 1829.9365896867148 150 TCGA 1 50 100 0.5 0.002 125 6741 -44 1829.228154360097 1834.0123542517274 150 TCGA 1 50 100 0.5 0.002 125 6741 -45 1828.8019965302 1830.9556995180983 150 TCGA 1 50 100 0.5 0.002 125 6741 -46 1828.419358285946 1828.357516341473 150 TCGA 1 50 100 0.5 0.002 125 6741 -47 1827.7236713724938 1828.8179680138976 150 TCGA 1 50 100 0.5 0.002 125 6741 -48 1827.3691287981185 1826.977321298877 150 TCGA 1 50 100 0.5 0.002 125 6741 -49 1826.9218305265654 1827.358931498312 150 TCGA 1 50 100 0.5 0.002 125 6741 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index e5e283f72..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2586.65617808493 4378.425599678078 150 TCGA 1 50 100 0.0 0.002 125 6794 -1 1981.1304036994268 2878.048344751099 150 TCGA 1 50 100 0.0 0.002 125 6794 -2 1945.3690276973573 2331.118026656721 150 TCGA 1 50 100 0.0 0.002 125 6794 -3 1923.2957081718628 2183.49790088136 150 TCGA 1 50 100 0.0 0.002 125 6794 -4 1907.7156849301332 1957.8217086408606 150 TCGA 1 50 100 0.0 0.002 125 6794 -5 1897.9240200393153 1936.0958730419677 150 TCGA 1 50 100 0.0 0.002 125 6794 -6 1890.363572016879 1925.471724467062 150 TCGA 1 50 100 0.0 0.002 125 6794 -7 1883.8426515306928 1880.1702788846576 150 TCGA 1 50 100 0.0 0.002 125 6794 -8 1877.8038809284833 1878.9232018245525 150 TCGA 1 50 100 0.0 0.002 125 6794 -9 1874.3694990558115 1881.3552871780778 150 TCGA 1 50 100 0.0 0.002 125 6794 -10 1871.849126394046 1868.918866794912 150 TCGA 1 50 100 0.0 0.002 125 6794 -11 1867.9723547462747 1867.8264822648398 150 TCGA 1 50 100 0.0 0.002 125 6794 -12 1864.9942263835162 1862.9593413846576 150 TCGA 1 50 100 0.0 0.002 125 6794 -13 1862.6021527676646 1857.743404522613 150 TCGA 1 50 100 0.0 0.002 125 6794 -14 1860.833960871117 1860.9145943339745 150 TCGA 1 50 100 0.0 0.002 125 6794 -15 1858.4311248339877 1863.3079251236652 150 TCGA 1 50 100 0.0 0.002 125 6794 -16 1856.4552636626097 1857.4193477151382 150 TCGA 1 50 100 0.0 0.002 125 6794 -17 1854.5014855952943 1853.8327213459877 150 TCGA 1 50 100 0.0 0.002 125 6794 -18 1852.7127289591604 1848.2467034881438 150 TCGA 1 50 100 0.0 0.002 125 6794 -19 1851.0578971221546 1849.0870766184437 150 TCGA 1 50 100 0.0 0.002 125 6794 -20 1850.1443017839733 1848.4058285813835 150 TCGA 1 50 100 0.0 0.002 125 6794 -21 1848.4506450473816 1846.388616667321 150 TCGA 1 50 100 0.0 0.002 125 6794 -22 1847.2102447145285 1843.7548558220792 150 TCGA 1 50 100 0.0 0.002 125 6794 -23 1845.969128501084 1844.836598765311 150 TCGA 1 50 100 0.0 0.002 125 6794 -24 1845.0971917587674 1842.8518483530936 150 TCGA 1 50 100 0.0 0.002 125 6794 -25 1844.6198952699667 1843.0630244729507 150 TCGA 1 50 100 0.0 0.002 125 6794 -26 1843.347479132912 1840.7701029561872 150 TCGA 1 50 100 0.0 0.002 125 6794 -27 1842.1936993978427 1838.9598578831658 150 TCGA 1 50 100 0.0 0.002 125 6794 -28 1840.8572251236535 1840.946035720595 150 TCGA 1 50 100 0.0 0.002 125 6794 -29 1840.2501252859163 1836.651976312225 150 TCGA 1 50 100 0.0 0.002 125 6794 -30 1839.1328036707152 1836.8752686773712 150 TCGA 1 50 100 0.0 0.002 125 6794 -31 1838.0828179828768 1835.5345618473225 150 TCGA 1 50 100 0.0 0.002 125 6794 -32 1837.3379278088244 1835.250931782938 150 TCGA 1 50 100 0.0 0.002 125 6794 -33 1836.8543654709126 1835.5541213145807 150 TCGA 1 50 100 0.0 0.002 125 6794 -34 1835.9927562803466 1833.9225693899184 150 TCGA 1 50 100 0.0 0.002 125 6794 -35 1835.3479188530955 1832.8868678107333 150 TCGA 1 50 100 0.0 0.002 125 6794 -36 1834.6278381654229 1832.2905850051036 150 TCGA 1 50 100 0.0 0.002 125 6794 -37 1834.0234461112777 1832.851031279444 150 TCGA 1 50 100 0.0 0.002 125 6794 -38 1833.5338068682242 1830.436343705834 150 TCGA 1 50 100 0.0 0.002 125 6794 -39 1832.7840216596526 1831.088927915947 150 TCGA 1 50 100 0.0 0.002 125 6794 -40 1832.1445566341938 1831.0179799142195 150 TCGA 1 50 100 0.0 0.002 125 6794 -41 1832.064968439122 1829.3339837615813 150 TCGA 1 50 100 0.0 0.002 125 6794 -42 1831.000680522576 1829.3409669195587 150 TCGA 1 50 100 0.0 0.002 125 6794 -43 1830.7223237483997 1829.0040902755968 150 TCGA 1 50 100 0.0 0.002 125 6794 -44 1829.921376486045 1828.174278987712 150 TCGA 1 50 100 0.0 0.002 125 6794 -45 1829.5682055301627 1833.0121039769158 150 TCGA 1 50 100 0.0 0.002 125 6794 -46 1828.8935298619492 1827.5615307985238 150 TCGA 1 50 100 0.0 0.002 125 6794 -47 1828.276496125034 1826.255396243915 150 TCGA 1 50 100 0.0 0.002 125 6794 -48 1827.947634792658 1827.922698207836 150 TCGA 1 50 100 0.0 0.002 125 6794 -49 1827.5908374124265 1826.5831893844222 150 TCGA 1 50 100 0.0 0.002 125 6794 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 2260b33df..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2572.69556935316 4363.734009402481 150 TCGA 1 50 100 1.0 0.002 125 7518 -1 1976.6419721063273 3169.6023636247646 150 TCGA 1 50 100 1.0 0.002 125 7518 -2 1941.9400993387192 2271.637502699042 150 TCGA 1 50 100 1.0 0.002 125 7518 -3 1921.5363440340632 2055.645397397142 150 TCGA 1 50 100 1.0 0.002 125 7518 -4 1910.32331380281 1959.7948973382538 150 TCGA 1 50 100 1.0 0.002 125 7518 -5 1896.4318705815424 1895.1763413012327 150 TCGA 1 50 100 1.0 0.002 125 7518 -6 1889.7634755732931 1918.5372989213647 150 TCGA 1 50 100 1.0 0.002 125 7518 -7 1883.5922073958668 1911.2451478584328 150 TCGA 1 50 100 1.0 0.002 125 7518 -8 1878.5422042810912 1889.145415186283 150 TCGA 1 50 100 1.0 0.002 125 7518 -9 1874.3109038206387 1871.9857551919756 150 TCGA 1 50 100 1.0 0.002 125 7518 -10 1870.8881333840054 1867.1310096625707 150 TCGA 1 50 100 1.0 0.002 125 7518 -11 1867.5539103866834 1873.8052230144865 150 TCGA 1 50 100 1.0 0.002 125 7518 -12 1865.3415803667663 1865.3007763426508 150 TCGA 1 50 100 1.0 0.002 125 7518 -13 1862.1947350947503 1859.3335132694724 150 TCGA 1 50 100 1.0 0.002 125 7518 -14 1859.8128717292404 1860.4575771926036 150 TCGA 1 50 100 1.0 0.002 125 7518 -15 1858.1251367176599 1857.6068164307867 150 TCGA 1 50 100 1.0 0.002 125 7518 -16 1856.1126301583733 1861.0879108678157 150 TCGA 1 50 100 1.0 0.002 125 7518 -17 1854.4475245628523 1854.308896778816 150 TCGA 1 50 100 1.0 0.002 125 7518 -18 1852.485512587944 1856.121966644747 150 TCGA 1 50 100 1.0 0.002 125 7518 -19 1850.9528327343228 1850.2949856705402 150 TCGA 1 50 100 1.0 0.002 125 7518 -20 1849.5984716235507 1848.8243530886857 150 TCGA 1 50 100 1.0 0.002 125 7518 -21 1847.620430681612 1850.642971939777 150 TCGA 1 50 100 1.0 0.002 125 7518 -22 1847.4522536395184 1854.061639373626 150 TCGA 1 50 100 1.0 0.002 125 7518 -23 1845.9611699772488 1846.5164261247644 150 TCGA 1 50 100 1.0 0.002 125 7518 -24 1844.5792485673667 1844.945615528816 150 TCGA 1 50 100 1.0 0.002 125 7518 -25 1843.6670962994833 1842.3424501658685 150 TCGA 1 50 100 1.0 0.002 125 7518 -26 1842.7507361279945 1846.1811965098932 150 TCGA 1 50 100 1.0 0.002 125 7518 -27 1841.525168121573 1842.456257729075 150 TCGA 1 50 100 1.0 0.002 125 7518 -28 1841.170424353958 1840.9258002659783 150 TCGA 1 50 100 1.0 0.002 125 7518 -29 1840.044936658602 1841.6387049996074 150 TCGA 1 50 100 1.0 0.002 125 7518 -30 1838.9829950291128 1838.9315933917635 150 TCGA 1 50 100 1.0 0.002 125 7518 -31 1838.1068362672356 1837.6211428234924 150 TCGA 1 50 100 1.0 0.002 125 7518 -32 1837.3218111757162 1836.5297133862673 150 TCGA 1 50 100 1.0 0.002 125 7518 -33 1836.60064685684 1835.9361719486103 150 TCGA 1 50 100 1.0 0.002 125 7518 -34 1835.6938235392222 1842.4743057327653 150 TCGA 1 50 100 1.0 0.002 125 7518 -35 1835.1418991148478 1835.1552476739164 150 TCGA 1 50 100 1.0 0.002 125 7518 -36 1834.2390696179295 1834.6342245897456 150 TCGA 1 50 100 1.0 0.002 125 7518 -37 1833.774896266804 1839.2290989861417 150 TCGA 1 50 100 1.0 0.002 125 7518 -38 1832.8946908038965 1833.5490072432474 150 TCGA 1 50 100 1.0 0.002 125 7518 -39 1832.1983616553537 1833.8574672679806 150 TCGA 1 50 100 1.0 0.002 125 7518 -40 1831.9152793062492 1833.1923907869425 150 TCGA 1 50 100 1.0 0.002 125 7518 -41 1830.9323243495542 1831.6198939031092 150 TCGA 1 50 100 1.0 0.002 125 7518 -42 1830.7392381237398 1831.0729041938207 150 TCGA 1 50 100 1.0 0.002 125 7518 -43 1829.982296343826 1836.6544042232647 150 TCGA 1 50 100 1.0 0.002 125 7518 -44 1829.9074393646142 1829.3849717336684 150 TCGA 1 50 100 1.0 0.002 125 7518 -45 1829.210350815826 1832.5292956481626 150 TCGA 1 50 100 1.0 0.002 125 7518 -46 1828.4705552617306 1832.6576117894158 150 TCGA 1 50 100 1.0 0.002 125 7518 -47 1827.8944232547665 1828.5363223588647 150 TCGA 1 50 100 1.0 0.002 125 7518 -48 1827.8805449134818 1827.831213562932 150 TCGA 1 50 100 1.0 0.002 125 7518 -49 1827.0720348373056 1828.555934580127 150 TCGA 1 50 100 1.0 0.002 125 7518 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index cae7bda0b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2206.4238352374796 2304.9490703026854 50 TCGA 1 100 100 0.5 0.002 125 6860 -1 1927.9924117611088 1960.1534227534155 50 TCGA 1 100 100 0.5 0.002 125 6860 -2 1899.6890026543447 1897.364389697511 50 TCGA 1 100 100 0.5 0.002 125 6860 -3 1882.8321174581558 1878.761207158841 50 TCGA 1 100 100 0.5 0.002 125 6860 -4 1872.6567015061887 1867.4351641017588 50 TCGA 1 100 100 0.5 0.002 125 6860 -5 1865.8198493031841 1868.3927719652952 50 TCGA 1 100 100 0.5 0.002 125 6860 -6 1860.6691985957948 1859.9657000824434 50 TCGA 1 100 100 0.5 0.002 125 6860 -7 1856.9146668154929 1853.6762597165516 50 TCGA 1 100 100 0.5 0.002 125 6860 -8 1852.8554523858472 1851.307054069174 50 TCGA 1 100 100 0.5 0.002 125 6860 -9 1850.5524648093049 1849.527473794755 50 TCGA 1 100 100 0.5 0.002 125 6860 -10 1847.8385598112102 1845.6678914592494 50 TCGA 1 100 100 0.5 0.002 125 6860 -11 1846.3189712526116 1847.7631210250472 50 TCGA 1 100 100 0.5 0.002 125 6860 -12 1844.219479383402 1848.6949904552057 50 TCGA 1 100 100 0.5 0.002 125 6860 -13 1841.869878905814 1841.7839404542242 50 TCGA 1 100 100 0.5 0.002 125 6860 -14 1840.4277082277815 1839.5276044529287 50 TCGA 1 100 100 0.5 0.002 125 6860 -15 1838.92215650158 1836.0165672110552 50 TCGA 1 100 100 0.5 0.002 125 6860 -16 1837.5253350604578 1841.597470997566 50 TCGA 1 100 100 0.5 0.002 125 6860 -17 1835.8884536499609 1837.9898178637327 50 TCGA 1 100 100 0.5 0.002 125 6860 -18 1834.7908258771295 1842.4751129917163 50 TCGA 1 100 100 0.5 0.002 125 6860 -19 1834.328784634777 1833.505166211919 50 TCGA 1 100 100 0.5 0.002 125 6860 -20 1833.0841695038466 1835.3594762140783 50 TCGA 1 100 100 0.5 0.002 125 6860 -21 1832.379077412771 1831.2187549073492 50 TCGA 1 100 100 0.5 0.002 125 6860 -22 1831.2448741096593 1831.4811165201006 50 TCGA 1 100 100 0.5 0.002 125 6860 -23 1831.143575888684 1831.284550192368 50 TCGA 1 100 100 0.5 0.002 125 6860 -24 1829.5691645975983 1829.3667863241992 50 TCGA 1 100 100 0.5 0.002 125 6860 -25 1828.8382046505042 1829.5732728584328 50 TCGA 1 100 100 0.5 0.002 125 6860 -26 1828.0267265584669 1829.67897102701 50 TCGA 1 100 100 0.5 0.002 125 6860 -27 1827.8229439538802 1826.8821769982726 50 TCGA 1 100 100 0.5 0.002 125 6860 -28 1827.4572448968913 1827.0871453213333 50 TCGA 1 100 100 0.5 0.002 125 6860 -29 1826.5123373994552 1827.2386811989636 50 TCGA 1 100 100 0.5 0.002 125 6860 -30 1825.78085813236 1826.4092943967887 50 TCGA 1 100 100 0.5 0.002 125 6860 -31 1825.1877510078466 1824.3944122467808 50 TCGA 1 100 100 0.5 0.002 125 6860 -32 1824.7444695294841 1830.24435961546 50 TCGA 1 100 100 0.5 0.002 125 6860 -33 1824.374999536735 1825.9307597558104 50 TCGA 1 100 100 0.5 0.002 125 6860 -34 1823.9058655309736 1823.1160232313914 50 TCGA 1 100 100 0.5 0.002 125 6860 -35 1823.522077844643 1822.8091360120918 50 TCGA 1 100 100 0.5 0.002 125 6860 -36 1823.1099793699946 1827.5203550712547 50 TCGA 1 100 100 0.5 0.002 125 6860 -37 1822.9135051922735 1822.8279152108198 50 TCGA 1 100 100 0.5 0.002 125 6860 -38 1822.5049914617546 1821.480263868169 50 TCGA 1 100 100 0.5 0.002 125 6860 -39 1822.2002765201194 1824.947709126688 50 TCGA 1 100 100 0.5 0.002 125 6860 -40 1822.3618326341484 1824.293939791732 50 TCGA 1 100 100 0.5 0.002 125 6860 -41 1821.8827449586963 1822.658293910961 50 TCGA 1 100 100 0.5 0.002 125 6860 -42 1821.4210611524986 1823.5905185105214 50 TCGA 1 100 100 0.5 0.002 125 6860 -43 1821.9033146170664 1822.7094419853172 50 TCGA 1 100 100 0.5 0.002 125 6860 -44 1821.6563331015554 1822.835181768216 50 TCGA 1 100 100 0.5 0.002 125 6860 -45 1820.8764173727188 1821.606579037767 50 TCGA 1 100 100 0.5 0.002 125 6860 -46 1821.0361540954366 1821.2055492305276 50 TCGA 1 100 100 0.5 0.002 125 6860 -47 1820.8220917098902 1820.163529439188 50 TCGA 1 100 100 0.5 0.002 125 6860 -48 1820.1301971786402 1821.6409758754712 50 TCGA 1 100 100 0.5 0.002 125 6860 -49 1820.4900096778772 1821.3137182494504 50 TCGA 1 100 100 0.5 0.002 125 6860 -50 1819.8747322873646 1821.0696984679255 50 TCGA 1 100 100 0.5 0.002 125 6860 -51 1819.8700186210706 1820.7341627571452 50 TCGA 1 100 100 0.5 0.002 125 6860 -52 1819.676121681606 1819.473536505771 50 TCGA 1 100 100 0.5 0.002 125 6860 -53 1819.6025857296304 1820.6885489459014 50 TCGA 1 100 100 0.5 0.002 125 6860 -54 1819.5606103150462 1820.3905888082993 50 TCGA 1 100 100 0.5 0.002 125 6860 -55 1819.1771549395598 1819.309919347715 50 TCGA 1 100 100 0.5 0.002 125 6860 -56 1819.1487467020986 1820.3468999047975 50 TCGA 1 100 100 0.5 0.002 125 6860 -57 1819.3741234482259 1818.874951539926 50 TCGA 1 100 100 0.5 0.002 125 6860 -58 1819.0249164597053 1820.770647058535 50 TCGA 1 100 100 0.5 0.002 125 6860 -59 1818.9667888359907 1819.0869821519707 50 TCGA 1 100 100 0.5 0.002 125 6860 -60 1818.7279426752689 1822.2705194674545 50 TCGA 1 100 100 0.5 0.002 125 6860 -61 1818.6761434686837 1819.4320117432867 50 TCGA 1 100 100 0.5 0.002 125 6860 -62 1818.4985680071845 1819.7117324905778 50 TCGA 1 100 100 0.5 0.002 125 6860 -63 1818.473026044428 1820.0336227033606 50 TCGA 1 100 100 0.5 0.002 125 6860 -64 1818.4346783077335 1821.6945702634266 50 TCGA 1 100 100 0.5 0.002 125 6860 -65 1818.8417042356368 1819.331322138034 50 TCGA 1 100 100 0.5 0.002 125 6860 -66 1818.4138413863677 1819.457116515193 50 TCGA 1 100 100 0.5 0.002 125 6860 -67 1818.5754577112139 1818.5931733864636 50 TCGA 1 100 100 0.5 0.002 125 6860 -68 1818.5255570597435 1818.6377566543656 50 TCGA 1 100 100 0.5 0.002 125 6860 -69 1818.5852937252344 1818.6542073158762 50 TCGA 1 100 100 0.5 0.002 125 6860 -70 1818.1176605752596 1820.593546958425 50 TCGA 1 100 100 0.5 0.002 125 6860 -71 1817.7958167257393 1817.521561052332 50 TCGA 1 100 100 0.5 0.002 125 6860 -72 1818.0217700595902 1820.5825489753454 50 TCGA 1 100 100 0.5 0.002 125 6860 -73 1817.9750167347647 1819.2996875245367 50 TCGA 1 100 100 0.5 0.002 125 6860 -74 1817.9257745054074 1820.10436889035 50 TCGA 1 100 100 0.5 0.002 125 6860 -75 1817.6423371727278 1820.064203463607 50 TCGA 1 100 100 0.5 0.002 125 6860 -76 1818.160896792637 1819.0994842375942 50 TCGA 1 100 100 0.5 0.002 125 6860 -77 1817.860914810918 1817.4575870073022 50 TCGA 1 100 100 0.5 0.002 125 6860 -78 1817.6863535282694 1820.6928919499842 50 TCGA 1 100 100 0.5 0.002 125 6860 -79 1817.6226304679433 1819.5221689502198 50 TCGA 1 100 100 0.5 0.002 125 6860 -80 1818.011564114887 1819.276142676272 50 TCGA 1 100 100 0.5 0.002 125 6860 -81 1817.6876258309337 1818.9134625765546 50 TCGA 1 100 100 0.5 0.002 125 6860 -82 1817.6966109226319 1819.2598005898633 50 TCGA 1 100 100 0.5 0.002 125 6860 -83 1817.8910415841874 1818.5601223892902 50 TCGA 1 100 100 0.5 0.002 125 6860 -84 1818.0136384109205 1818.0810657290358 50 TCGA 1 100 100 0.5 0.002 125 6860 -85 1817.5698968695933 1818.8226281554255 50 TCGA 1 100 100 0.5 0.002 125 6860 -86 1817.4893660802422 1818.916733938246 50 TCGA 1 100 100 0.5 0.002 125 6860 -87 1817.7161535362484 1817.948115823257 50 TCGA 1 100 100 0.5 0.002 125 6860 -88 1817.2959988569892 1819.172682258951 50 TCGA 1 100 100 0.5 0.002 125 6860 -89 1817.6294547011908 1820.1815596537374 50 TCGA 1 100 100 0.5 0.002 125 6860 -90 1817.870142517192 1817.7649453321294 50 TCGA 1 100 100 0.5 0.002 125 6860 -91 1817.4301739009393 1816.9836112937735 50 TCGA 1 100 100 0.5 0.002 125 6860 -92 1817.4592789025003 1818.0416541938207 50 TCGA 1 100 100 0.5 0.002 125 6860 -93 1817.3645012309767 1818.7268624617227 50 TCGA 1 100 100 0.5 0.002 125 6860 -94 1817.4829157563056 1818.0046251766646 50 TCGA 1 100 100 0.5 0.002 125 6860 -95 1817.4277606312219 1818.2798612201634 50 TCGA 1 100 100 0.5 0.002 125 6860 -96 1817.5613130334632 1817.085566995132 50 TCGA 1 100 100 0.5 0.002 125 6860 -97 1817.271395428131 1818.5976942819566 50 TCGA 1 100 100 0.5 0.002 125 6860 -98 1817.2296639770414 1816.9557903040593 50 TCGA 1 100 100 0.5 0.002 125 6860 -99 1817.1543923075783 1816.5301691563286 50 TCGA 1 100 100 0.5 0.002 125 6860 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index 25563539c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2197.1146275251754 2761.807235641096 50 TCGA 1 100 100 0.0 0.002 125 3452 -1 1927.1344214736491 1909.3319484384815 50 TCGA 1 100 100 0.0 0.002 125 3452 -2 1898.313041856478 1891.2888465766332 50 TCGA 1 100 100 0.0 0.002 125 3452 -3 1882.2268293269817 1877.2343443290672 50 TCGA 1 100 100 0.0 0.002 125 3452 -4 1873.209368489765 1873.6043106155778 50 TCGA 1 100 100 0.0 0.002 125 3452 -5 1865.092559054835 1859.5121119513583 50 TCGA 1 100 100 0.0 0.002 125 3452 -6 1860.279760971095 1852.5785034793107 50 TCGA 1 100 100 0.0 0.002 125 3452 -7 1857.239473530458 1849.3632137739478 50 TCGA 1 100 100 0.0 0.002 125 3452 -8 1853.5635609720978 1847.2802047346106 50 TCGA 1 100 100 0.0 0.002 125 3452 -9 1850.1730911522282 1847.3452571696373 50 TCGA 1 100 100 0.0 0.002 125 3452 -10 1848.1034458627498 1842.2807666260992 50 TCGA 1 100 100 0.0 0.002 125 3452 -11 1845.437098458298 1839.969090447354 50 TCGA 1 100 100 0.0 0.002 125 3452 -12 1843.699351965922 1838.4161346282192 50 TCGA 1 100 100 0.0 0.002 125 3452 -13 1841.9232475722738 1836.7111822540437 50 TCGA 1 100 100 0.0 0.002 125 3452 -14 1840.7668430325389 1836.0056679883794 50 TCGA 1 100 100 0.0 0.002 125 3452 -15 1839.096137027121 1835.9876727386934 50 TCGA 1 100 100 0.0 0.002 125 3452 -16 1838.0398212462242 1834.279968568428 50 TCGA 1 100 100 0.0 0.002 125 3452 -17 1836.3684601569257 1832.6959584298445 50 TCGA 1 100 100 0.0 0.002 125 3452 -18 1834.835526134356 1830.852929196765 50 TCGA 1 100 100 0.0 0.002 125 3452 -19 1834.0046003707646 1829.88488892215 50 TCGA 1 100 100 0.0 0.002 125 3452 -20 1833.164447977309 1830.4857380162532 50 TCGA 1 100 100 0.0 0.002 125 3452 -21 1832.6505462956463 1831.7069502787374 50 TCGA 1 100 100 0.0 0.002 125 3452 -22 1831.269000838891 1826.266074022456 50 TCGA 1 100 100 0.0 0.002 125 3452 -23 1830.5340570994208 1827.636077114086 50 TCGA 1 100 100 0.0 0.002 125 3452 -24 1830.1325370889913 1827.5522663365657 50 TCGA 1 100 100 0.0 0.002 125 3452 -25 1829.0072132531707 1825.904090152913 50 TCGA 1 100 100 0.0 0.002 125 3452 -26 1827.9970148297105 1824.3294315817368 50 TCGA 1 100 100 0.0 0.002 125 3452 -27 1827.9292691853818 1824.5256175899026 50 TCGA 1 100 100 0.0 0.002 125 3452 -28 1827.1474040376647 1823.0351979624686 50 TCGA 1 100 100 0.0 0.002 125 3452 -29 1826.7117431722377 1824.2424751933495 50 TCGA 1 100 100 0.0 0.002 125 3452 -30 1826.1971663909242 1823.1231088302843 50 TCGA 1 100 100 0.0 0.002 125 3452 -31 1825.5468490435378 1822.2302399448413 50 TCGA 1 100 100 0.0 0.002 125 3452 -32 1825.1263785810925 1822.2580449856705 50 TCGA 1 100 100 0.0 0.002 125 3452 -33 1824.5632592231145 1823.0771956707365 50 TCGA 1 100 100 0.0 0.002 125 3452 -34 1824.4636641684515 1822.952811543067 50 TCGA 1 100 100 0.0 0.002 125 3452 -35 1824.0944411912951 1822.8587947059516 50 TCGA 1 100 100 0.0 0.002 125 3452 -36 1823.7656585458321 1820.9968783124607 50 TCGA 1 100 100 0.0 0.002 125 3452 -37 1823.276488685544 1821.3608392303313 50 TCGA 1 100 100 0.0 0.002 125 3452 -38 1822.6285095044525 1818.9441494582286 50 TCGA 1 100 100 0.0 0.002 125 3452 -39 1822.6115018493535 1819.534685757891 50 TCGA 1 100 100 0.0 0.002 125 3452 -40 1822.2714020500946 1820.095829489243 50 TCGA 1 100 100 0.0 0.002 125 3452 -41 1821.8186711795577 1819.692920780661 50 TCGA 1 100 100 0.0 0.002 125 3452 -42 1821.7962739273619 1821.920091178549 50 TCGA 1 100 100 0.0 0.002 125 3452 -43 1821.4588981668442 1820.6116176586056 50 TCGA 1 100 100 0.0 0.002 125 3452 -44 1821.617452937187 1820.1175230400047 50 TCGA 1 100 100 0.0 0.002 125 3452 -45 1821.1384463739762 1817.6379958876414 50 TCGA 1 100 100 0.0 0.002 125 3452 -46 1821.2760648798737 1821.5058011002277 50 TCGA 1 100 100 0.0 0.002 125 3452 -47 1820.783809116422 1818.6408648466945 50 TCGA 1 100 100 0.0 0.002 125 3452 -48 1820.3231048839461 1816.3172220968122 50 TCGA 1 100 100 0.0 0.002 125 3452 -49 1820.673804811873 1818.3777487289965 50 TCGA 1 100 100 0.0 0.002 125 3452 -50 1820.384759084789 1815.98790706462 50 TCGA 1 100 100 0.0 0.002 125 3452 -51 1819.8965738668867 1817.3340113654208 50 TCGA 1 100 100 0.0 0.002 125 3452 -52 1819.7574083149625 1817.2851998027245 50 TCGA 1 100 100 0.0 0.002 125 3452 -53 1819.8638329849218 1818.0496145277168 50 TCGA 1 100 100 0.0 0.002 125 3452 -54 1819.5255980041893 1816.9605209887327 50 TCGA 1 100 100 0.0 0.002 125 3452 -55 1820.07172308725 1817.3652785411432 50 TCGA 1 100 100 0.0 0.002 125 3452 -56 1819.3997429669841 1818.059299794873 50 TCGA 1 100 100 0.0 0.002 125 3452 -57 1819.3870702318375 1817.0588955519786 50 TCGA 1 100 100 0.0 0.002 125 3452 -58 1819.1711303424804 1817.0847554422503 50 TCGA 1 100 100 0.0 0.002 125 3452 -59 1819.3211792414577 1817.7575886021907 50 TCGA 1 100 100 0.0 0.002 125 3452 -60 1818.781941095917 1817.0129652167086 50 TCGA 1 100 100 0.0 0.002 125 3452 -61 1818.8246199374407 1817.2080979850423 50 TCGA 1 100 100 0.0 0.002 125 3452 -62 1819.2486552644991 1817.428958758637 50 TCGA 1 100 100 0.0 0.002 125 3452 -63 1818.610376333549 1815.325783580991 50 TCGA 1 100 100 0.0 0.002 125 3452 -64 1818.667835874714 1816.3600945400833 50 TCGA 1 100 100 0.0 0.002 125 3452 -65 1818.4306815848151 1817.096234345556 50 TCGA 1 100 100 0.0 0.002 125 3452 -66 1819.267496399614 1818.1993757851758 50 TCGA 1 100 100 0.0 0.002 125 3452 -67 1818.5393919358762 1816.715052312343 50 TCGA 1 100 100 0.0 0.002 125 3452 -68 1818.3023663655044 1815.8038164455088 50 TCGA 1 100 100 0.0 0.002 125 3452 -69 1818.6598595833057 1815.750883936283 50 TCGA 1 100 100 0.0 0.002 125 3452 -70 1818.7154703430863 1816.1616701672424 50 TCGA 1 100 100 0.0 0.002 125 3452 -71 1818.565450616175 1814.6218218779445 50 TCGA 1 100 100 0.0 0.002 125 3452 -72 1818.1620030829465 1815.4259260168028 50 TCGA 1 100 100 0.0 0.002 125 3452 -73 1818.4874683971557 1815.927744803117 50 TCGA 1 100 100 0.0 0.002 125 3452 -74 1817.9648449490387 1816.7753967591866 50 TCGA 1 100 100 0.0 0.002 125 3452 -75 1818.5107716457003 1818.8092169833542 50 TCGA 1 100 100 0.0 0.002 125 3452 -76 1818.416575889447 1817.5151379455874 50 TCGA 1 100 100 0.0 0.002 125 3452 -77 1818.2726745298896 1816.774818305394 50 TCGA 1 100 100 0.0 0.002 125 3452 -78 1818.1918946947553 1816.5137847440326 50 TCGA 1 100 100 0.0 0.002 125 3452 -79 1817.8561015835376 1814.8304216394472 50 TCGA 1 100 100 0.0 0.002 125 3452 -80 1818.0242823590017 1815.7764684015783 50 TCGA 1 100 100 0.0 0.002 125 3452 -81 1817.6537384227365 1815.4665147024184 50 TCGA 1 100 100 0.0 0.002 125 3452 -82 1817.9730909151456 1815.423004917164 50 TCGA 1 100 100 0.0 0.002 125 3452 -83 1818.4679434148577 1817.3041961516567 50 TCGA 1 100 100 0.0 0.002 125 3452 -84 1818.2630642894017 1817.5510634225816 50 TCGA 1 100 100 0.0 0.002 125 3452 -85 1818.1674311582844 1817.167525248312 50 TCGA 1 100 100 0.0 0.002 125 3452 -86 1818.0556615690446 1814.8744552842336 50 TCGA 1 100 100 0.0 0.002 125 3452 -87 1817.9134821789062 1816.9892136463568 50 TCGA 1 100 100 0.0 0.002 125 3452 -88 1817.9939907724163 1814.1902965756517 50 TCGA 1 100 100 0.0 0.002 125 3452 -89 1817.6735258446247 1814.785090614204 50 TCGA 1 100 100 0.0 0.002 125 3452 -90 1817.7043800664835 1816.2719603878768 50 TCGA 1 100 100 0.0 0.002 125 3452 -91 1817.5637379938078 1816.3853275164886 50 TCGA 1 100 100 0.0 0.002 125 3452 -92 1818.0784992771976 1816.253546173249 50 TCGA 1 100 100 0.0 0.002 125 3452 -93 1817.5008193113026 1815.7250633048052 50 TCGA 1 100 100 0.0 0.002 125 3452 -94 1818.0767738469171 1817.6314893559595 50 TCGA 1 100 100 0.0 0.002 125 3452 -95 1817.8507103105119 1814.965533232569 50 TCGA 1 100 100 0.0 0.002 125 3452 -96 1817.5631206387693 1814.9722403521514 50 TCGA 1 100 100 0.0 0.002 125 3452 -97 1817.852342324779 1814.9908637425408 50 TCGA 1 100 100 0.0 0.002 125 3452 -98 1817.7034511930217 1814.3512324807632 50 TCGA 1 100 100 0.0 0.002 125 3452 -99 1817.2430295521613 1817.0362923013506 50 TCGA 1 100 100 0.0 0.002 125 3452 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index b099a8c56..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2207.1634107543523 2334.979237005339 50 TCGA 1 100 100 1.0 0.002 125 658 -1 1927.7401229325303 1922.4284993080637 50 TCGA 1 100 100 1.0 0.002 125 658 -2 1898.6860190237296 1894.1654696823964 50 TCGA 1 100 100 1.0 0.002 125 658 -3 1884.080549074691 1872.702711555826 50 TCGA 1 100 100 1.0 0.002 125 658 -4 1873.023086495053 1863.3644148476758 50 TCGA 1 100 100 1.0 0.002 125 658 -5 1866.334485736672 1864.1732300418107 50 TCGA 1 100 100 1.0 0.002 125 658 -6 1860.5051732251175 1854.4094495917086 50 TCGA 1 100 100 1.0 0.002 125 658 -7 1856.1260419918606 1853.2164288238066 50 TCGA 1 100 100 1.0 0.002 125 658 -8 1853.4760757175484 1845.6074973254947 50 TCGA 1 100 100 1.0 0.002 125 658 -9 1850.688268597417 1846.0080597077183 50 TCGA 1 100 100 1.0 0.002 125 658 -10 1847.5763098462005 1844.2499441789023 50 TCGA 1 100 100 1.0 0.002 125 658 -11 1845.5835106729703 1842.2784301144393 50 TCGA 1 100 100 1.0 0.002 125 658 -12 1843.7492508733362 1841.2544877708856 50 TCGA 1 100 100 1.0 0.002 125 658 -13 1841.9044410866518 1841.977966615303 50 TCGA 1 100 100 1.0 0.002 125 658 -14 1840.7011037750533 1837.717844594064 50 TCGA 1 100 100 1.0 0.002 125 658 -15 1838.7939865839562 1834.3516299760522 50 TCGA 1 100 100 1.0 0.002 125 658 -16 1837.6702769948297 1834.7793563766097 50 TCGA 1 100 100 1.0 0.002 125 658 -17 1836.005013235207 1833.477175305237 50 TCGA 1 100 100 1.0 0.002 125 658 -18 1834.989625399607 1833.5342115852702 50 TCGA 1 100 100 1.0 0.002 125 658 -19 1834.33767640584 1832.0316014888897 50 TCGA 1 100 100 1.0 0.002 125 658 -20 1833.0870418282461 1830.163111087665 50 TCGA 1 100 100 1.0 0.002 125 658 -21 1832.3800064224872 1830.9228754858275 50 TCGA 1 100 100 1.0 0.002 125 658 -22 1831.84743241128 1829.587168631242 50 TCGA 1 100 100 1.0 0.002 125 658 -23 1830.4490679027592 1828.6880551438835 50 TCGA 1 100 100 1.0 0.002 125 658 -24 1829.7856662774514 1829.5345692083465 50 TCGA 1 100 100 1.0 0.002 125 658 -25 1828.9832799098017 1826.5924299230528 50 TCGA 1 100 100 1.0 0.002 125 658 -26 1828.1984806735677 1827.4158929412688 50 TCGA 1 100 100 1.0 0.002 125 658 -27 1827.3869936296164 1826.0080597077183 50 TCGA 1 100 100 1.0 0.002 125 658 -28 1827.1187249537172 1824.0600266959798 50 TCGA 1 100 100 1.0 0.002 125 658 -29 1826.3969140123584 1823.826855836801 50 TCGA 1 100 100 1.0 0.002 125 658 -30 1826.2352090676536 1824.9003575003926 50 TCGA 1 100 100 1.0 0.002 125 658 -31 1825.798790491536 1826.1892727799152 50 TCGA 1 100 100 1.0 0.002 125 658 -32 1825.2088608058891 1823.4331398201948 50 TCGA 1 100 100 1.0 0.002 125 658 -33 1824.6796621566825 1824.0493489174387 50 TCGA 1 100 100 1.0 0.002 125 658 -34 1824.0877080032344 1829.0977317004947 50 TCGA 1 100 100 1.0 0.002 125 658 -35 1823.9315552752469 1821.828109051115 50 TCGA 1 100 100 1.0 0.002 125 658 -36 1823.6286790866727 1820.9153825769472 50 TCGA 1 100 100 1.0 0.002 125 658 -37 1823.1859577501282 1824.4137128513662 50 TCGA 1 100 100 1.0 0.002 125 658 -38 1822.7575492837598 1823.9111996751335 50 TCGA 1 100 100 1.0 0.002 125 658 -39 1822.9032562729344 1820.5224406946843 50 TCGA 1 100 100 1.0 0.002 125 658 -40 1822.1673282589654 1820.13268920285 50 TCGA 1 100 100 1.0 0.002 125 658 -41 1821.9791092308974 1820.2296786667714 50 TCGA 1 100 100 1.0 0.002 125 658 -42 1821.3787512197493 1822.0607719996467 50 TCGA 1 100 100 1.0 0.002 125 658 -43 1822.20125588946 1820.6168034999214 50 TCGA 1 100 100 1.0 0.002 125 658 -44 1821.3917166293365 1821.682969903227 50 TCGA 1 100 100 1.0 0.002 125 658 -45 1821.3346241030101 1821.3424194949357 50 TCGA 1 100 100 1.0 0.002 125 658 -46 1820.9397733500791 1819.8866629289023 50 TCGA 1 100 100 1.0 0.002 125 658 -47 1820.8374610421433 1819.7462992452497 50 TCGA 1 100 100 1.0 0.002 125 658 -48 1820.8297826028427 1820.3656631546403 50 TCGA 1 100 100 1.0 0.002 125 658 -49 1819.9999861020517 1819.7592160018844 50 TCGA 1 100 100 1.0 0.002 125 658 -50 1820.2079211683301 1818.4462583915672 50 TCGA 1 100 100 1.0 0.002 125 658 -51 1819.9665221588887 1820.636670289926 50 TCGA 1 100 100 1.0 0.002 125 658 -52 1820.2826515399581 1819.1644133754712 50 TCGA 1 100 100 1.0 0.002 125 658 -53 1819.9494701529843 1818.6610763779836 50 TCGA 1 100 100 1.0 0.002 125 658 -54 1819.636267884207 1818.8204038993797 50 TCGA 1 100 100 1.0 0.002 125 658 -55 1819.7668813063983 1817.8371434810772 50 TCGA 1 100 100 1.0 0.002 125 658 -56 1819.3478996684767 1818.7334229742462 50 TCGA 1 100 100 1.0 0.002 125 658 -57 1819.357046194382 1817.6313157584798 50 TCGA 1 100 100 1.0 0.002 125 658 -58 1819.4300690531825 1818.451292718475 50 TCGA 1 100 100 1.0 0.002 125 658 -59 1819.4595085456576 1819.010647721027 50 TCGA 1 100 100 1.0 0.002 125 658 -60 1819.3172673369002 1817.9783806728958 50 TCGA 1 100 100 1.0 0.002 125 658 -61 1818.8722896684505 1818.1375769226995 50 TCGA 1 100 100 1.0 0.002 125 658 -62 1818.933047465254 1817.1504022799545 50 TCGA 1 100 100 1.0 0.002 125 658 -63 1818.93330713888 1817.1211127659783 50 TCGA 1 100 100 1.0 0.002 125 658 -64 1818.7837500092653 1819.3636186302606 50 TCGA 1 100 100 1.0 0.002 125 658 -65 1818.5225816997704 1817.5814675182553 50 TCGA 1 100 100 1.0 0.002 125 658 -66 1818.736239396138 1820.976170525479 50 TCGA 1 100 100 1.0 0.002 125 658 -67 1818.4096916633894 1820.152544951319 50 TCGA 1 100 100 1.0 0.002 125 658 -68 1818.8806434526603 1816.8087372899654 50 TCGA 1 100 100 1.0 0.002 125 658 -69 1818.4303273506391 1818.3477568506596 50 TCGA 1 100 100 1.0 0.002 125 658 -70 1818.8064582621178 1816.8084164720085 50 TCGA 1 100 100 1.0 0.002 125 658 -71 1818.4859336821519 1817.9026461653973 50 TCGA 1 100 100 1.0 0.002 125 658 -72 1818.3244600020319 1816.6789464902638 50 TCGA 1 100 100 1.0 0.002 125 658 -73 1818.1572175152082 1816.5156599648633 50 TCGA 1 100 100 1.0 0.002 125 658 -74 1817.7677354170737 1815.6940746211526 50 TCGA 1 100 100 1.0 0.002 125 658 -75 1818.3022808386206 1817.5494047385364 50 TCGA 1 100 100 1.0 0.002 125 658 -76 1817.912353542876 1818.3199475159 50 TCGA 1 100 100 1.0 0.002 125 658 -77 1818.3585488759775 1818.7909732991127 50 TCGA 1 100 100 1.0 0.002 125 658 -78 1818.1350822665886 1816.7062718377042 50 TCGA 1 100 100 1.0 0.002 125 658 -79 1818.0636083750016 1816.1656328517588 50 TCGA 1 100 100 1.0 0.002 125 658 -80 1817.7707993151528 1818.8374857686872 50 TCGA 1 100 100 1.0 0.002 125 658 -81 1818.038736606738 1817.878289764251 50 TCGA 1 100 100 1.0 0.002 125 658 -82 1817.5852651799387 1816.9748774389525 50 TCGA 1 100 100 1.0 0.002 125 658 -83 1817.5382659431812 1815.5702720143688 50 TCGA 1 100 100 1.0 0.002 125 658 -84 1817.7154067667857 1817.639090839942 50 TCGA 1 100 100 1.0 0.002 125 658 -85 1817.829129590029 1816.6489319154366 50 TCGA 1 100 100 1.0 0.002 125 658 -86 1817.708072601465 1817.5709394138662 50 TCGA 1 100 100 1.0 0.002 125 658 -87 1817.8686428331932 1818.000204881831 50 TCGA 1 100 100 1.0 0.002 125 658 -88 1817.8768242283422 1815.461409832365 50 TCGA 1 100 100 1.0 0.002 125 658 -89 1817.6338345987187 1817.7624916575062 50 TCGA 1 100 100 1.0 0.002 125 658 -90 1817.4681876099846 1817.2484296482412 50 TCGA 1 100 100 1.0 0.002 125 658 -91 1817.7940903961799 1816.8753238850502 50 TCGA 1 100 100 1.0 0.002 125 658 -92 1817.704795724141 1816.78758845497 50 TCGA 1 100 100 1.0 0.002 125 658 -93 1817.7385970740622 1817.1600200710584 50 TCGA 1 100 100 1.0 0.002 125 658 -94 1817.601620626125 1817.8806735091473 50 TCGA 1 100 100 1.0 0.002 125 658 -95 1817.4570204722775 1818.5277486063128 50 TCGA 1 100 100 1.0 0.002 125 658 -96 1817.471627883579 1815.9365970477386 50 TCGA 1 100 100 1.0 0.002 125 658 -97 1817.429393258634 1816.8647614292163 50 TCGA 1 100 100 1.0 0.002 125 658 -98 1818.211778244119 1818.934493635168 50 TCGA 1 100 100 1.0 0.002 125 658 -99 1817.4548721901074 1816.0255948934123 50 TCGA 1 100 100 1.0 0.002 125 658 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 3f8bca95a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2202.862346980864 2340.5120561302606 50 TCGA 1 50 100 0.5 0.002 125 9482 -1 1928.7617024267236 1919.6404507891018 50 TCGA 1 50 100 0.5 0.002 125 9482 -2 1898.6188501715062 1885.4727629848462 50 TCGA 1 50 100 0.5 0.002 125 9482 -3 1883.9038344003325 1874.985885850149 50 TCGA 1 50 100 0.5 0.002 125 9482 -4 1872.8169893098072 1868.2139236220164 50 TCGA 1 50 100 0.5 0.002 125 9482 -5 1865.5510678747453 1868.076087836644 50 TCGA 1 50 100 0.5 0.002 125 9482 -6 1861.0963621602577 1857.6804585672503 50 TCGA 1 50 100 0.5 0.002 125 9482 -7 1856.6027914056397 1854.485027064031 50 TCGA 1 50 100 0.5 0.002 125 9482 -8 1852.8815340522624 1853.1623099629005 50 TCGA 1 50 100 0.5 0.002 125 9482 -9 1850.3982110996972 1847.4881935311323 50 TCGA 1 50 100 0.5 0.002 125 9482 -10 1847.760763361433 1846.3507233432788 50 TCGA 1 50 100 0.5 0.002 125 9482 -11 1845.6446898773668 1843.382463464785 50 TCGA 1 50 100 0.5 0.002 125 9482 -12 1843.7735204107994 1842.2511415721185 50 TCGA 1 50 100 0.5 0.002 125 9482 -13 1842.2949286740943 1846.2720303176036 50 TCGA 1 50 100 0.5 0.002 125 9482 -14 1840.4517482447163 1837.896773295187 50 TCGA 1 50 100 0.5 0.002 125 9482 -15 1839.0494651687984 1841.91551814247 50 TCGA 1 50 100 0.5 0.002 125 9482 -16 1837.7024696163598 1839.3837866088254 50 TCGA 1 50 100 0.5 0.002 125 9482 -17 1836.4575383479819 1837.5286828429255 50 TCGA 1 50 100 0.5 0.002 125 9482 -18 1835.011039004074 1834.2729142538867 50 TCGA 1 50 100 0.5 0.002 125 9482 -19 1834.4392115323321 1834.6683141047033 50 TCGA 1 50 100 0.5 0.002 125 9482 -20 1832.98917379804 1832.119235091473 50 TCGA 1 50 100 0.5 0.002 125 9482 -21 1832.4417084622482 1832.7266508322864 50 TCGA 1 50 100 0.5 0.002 125 9482 -22 1831.0604680109561 1829.377163527599 50 TCGA 1 50 100 0.5 0.002 125 9482 -23 1830.6843934679207 1833.1334455480528 50 TCGA 1 50 100 0.5 0.002 125 9482 -24 1829.65762509298 1829.450847376531 50 TCGA 1 50 100 0.5 0.002 125 9482 -25 1828.9708442981787 1830.1084579391097 50 TCGA 1 50 100 0.5 0.002 125 9482 -26 1828.182992554733 1828.460785985592 50 TCGA 1 50 100 0.5 0.002 125 9482 -27 1827.4741434258453 1827.2011350698806 50 TCGA 1 50 100 0.5 0.002 125 9482 -28 1826.7893157151677 1827.8044065542556 50 TCGA 1 50 100 0.5 0.002 125 9482 -29 1826.0550618044485 1826.9553345339982 50 TCGA 1 50 100 0.5 0.002 125 9482 -30 1825.8159457510212 1825.2702882086212 50 TCGA 1 50 100 0.5 0.002 125 9482 -31 1825.341175037192 1825.5221266243327 50 TCGA 1 50 100 0.5 0.002 125 9482 -32 1824.8381090135445 1824.1142075121702 50 TCGA 1 50 100 0.5 0.002 125 9482 -33 1824.2992066669603 1831.2690497163553 50 TCGA 1 50 100 0.5 0.002 125 9482 -34 1823.8361302863434 1829.7990023358982 50 TCGA 1 50 100 0.5 0.002 125 9482 -35 1823.9838973602182 1824.3869751589982 50 TCGA 1 50 100 0.5 0.002 125 9482 -36 1823.739531220569 1823.751012140782 50 TCGA 1 50 100 0.5 0.002 125 9482 -37 1823.3389101757616 1823.0642862751256 50 TCGA 1 50 100 0.5 0.002 125 9482 -38 1822.7518326079876 1824.383819120014 50 TCGA 1 50 100 0.5 0.002 125 9482 -39 1822.3113727128882 1822.0106722577732 50 TCGA 1 50 100 0.5 0.002 125 9482 -40 1821.847762651057 1823.20278271239 50 TCGA 1 50 100 0.5 0.002 125 9482 -41 1821.9444787729824 1821.2053296266488 50 TCGA 1 50 100 0.5 0.002 125 9482 -42 1821.5664453958877 1821.6599771317526 50 TCGA 1 50 100 0.5 0.002 125 9482 -43 1821.6655187733486 1821.794235459524 50 TCGA 1 50 100 0.5 0.002 125 9482 -44 1821.1785575150511 1822.5705597077183 50 TCGA 1 50 100 0.5 0.002 125 9482 -45 1821.1792829743267 1820.0925335908055 50 TCGA 1 50 100 0.5 0.002 125 9482 -46 1820.2931798216832 1821.4423325121702 50 TCGA 1 50 100 0.5 0.002 125 9482 -47 1820.4850772415266 1819.5264818967887 50 TCGA 1 50 100 0.5 0.002 125 9482 -48 1820.3498839821077 1821.1424554412688 50 TCGA 1 50 100 0.5 0.002 125 9482 -49 1820.2538481375004 1819.5713209602702 50 TCGA 1 50 100 0.5 0.002 125 9482 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 63554935c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2202.748818851526 2558.6233842552606 50 TCGA 1 50 100 0.0 0.002 125 9199 -1 1927.6483307855578 1959.703408399419 50 TCGA 1 50 100 0.0 0.002 125 9199 -2 1898.4814243974504 1901.2311594594064 50 TCGA 1 50 100 0.0 0.002 125 9199 -3 1883.3140154895086 1873.3673911549938 50 TCGA 1 50 100 0.0 0.002 125 9199 -4 1871.9699510143648 1864.7501545815012 50 TCGA 1 50 100 0.0 0.002 125 9199 -5 1866.1833834958431 1859.979811165201 50 TCGA 1 50 100 0.0 0.002 125 9199 -6 1860.4433905500057 1856.8835044362438 50 TCGA 1 50 100 0.0 0.002 125 9199 -7 1855.7796766023735 1854.1318942122723 50 TCGA 1 50 100 0.0 0.002 125 9199 -8 1852.9220312020384 1850.2945967631124 50 TCGA 1 50 100 0.0 0.002 125 9199 -9 1850.0633627355785 1847.2834141410176 50 TCGA 1 50 100 0.0 0.002 125 9199 -10 1848.1199202453975 1859.435110120917 50 TCGA 1 50 100 0.0 0.002 125 9199 -11 1845.6973495032055 1843.0844591610396 50 TCGA 1 50 100 0.0 0.002 125 9199 -12 1843.5818731812763 1844.756862314502 50 TCGA 1 50 100 0.0 0.002 125 9199 -13 1841.831662136844 1840.452691926429 50 TCGA 1 50 100 0.0 0.002 125 9199 -14 1840.3634320699898 1838.329304604075 50 TCGA 1 50 100 0.0 0.002 125 9199 -15 1838.7152175775582 1837.6216047277403 50 TCGA 1 50 100 0.0 0.002 125 9199 -16 1837.5981986106194 1836.1558837890625 50 TCGA 1 50 100 0.0 0.002 125 9199 -17 1836.6138265264635 1834.4169596763113 50 TCGA 1 50 100 0.0 0.002 125 9199 -18 1835.1844313738934 1834.1594557258952 50 TCGA 1 50 100 0.0 0.002 125 9199 -19 1834.1552621828869 1835.4471840403187 50 TCGA 1 50 100 0.0 0.002 125 9199 -20 1833.121716800472 1836.7494767538867 50 TCGA 1 50 100 0.0 0.002 125 9199 -21 1832.4631298195904 1830.5312647220478 50 TCGA 1 50 100 0.0 0.002 125 9199 -22 1831.4255879595153 1834.0755149036197 50 TCGA 1 50 100 0.0 0.002 125 9199 -23 1830.8530679884361 1832.3680542605607 50 TCGA 1 50 100 0.0 0.002 125 9199 -24 1829.7165606235044 1834.3734713607098 50 TCGA 1 50 100 0.0 0.002 125 9199 -25 1828.871683499898 1828.634011733472 50 TCGA 1 50 100 0.0 0.002 125 9199 -26 1828.0089494475483 1828.918049107844 50 TCGA 1 50 100 0.0 0.002 125 9199 -27 1827.7168082794929 1829.6798218386857 50 TCGA 1 50 100 0.0 0.002 125 9199 -28 1827.2250703372438 1826.432823909587 50 TCGA 1 50 100 0.0 0.002 125 9199 -29 1826.5501675602047 1825.9663153413553 50 TCGA 1 50 100 0.0 0.002 125 9199 -30 1826.242274212297 1826.1530829194803 50 TCGA 1 50 100 0.0 0.002 125 9199 -31 1825.7340354267967 1825.292533836173 50 TCGA 1 50 100 0.0 0.002 125 9199 -32 1824.9395565693367 1824.2690172051664 50 TCGA 1 50 100 0.0 0.002 125 9199 -33 1824.2658221056079 1823.8397394688286 50 TCGA 1 50 100 0.0 0.002 125 9199 -34 1824.246044425909 1825.040980046718 50 TCGA 1 50 100 0.0 0.002 125 9199 -35 1823.5368268106356 1823.1030592415202 50 TCGA 1 50 100 0.0 0.002 125 9199 -36 1823.2145529422446 1824.273270036707 50 TCGA 1 50 100 0.0 0.002 125 9199 -37 1822.7233889988856 1822.457241652599 50 TCGA 1 50 100 0.0 0.002 125 9199 -38 1822.4353388690406 1824.6553813991834 50 TCGA 1 50 100 0.0 0.002 125 9199 -39 1822.545785836868 1822.9182190248116 50 TCGA 1 50 100 0.0 0.002 125 9199 -40 1822.1868150627818 1821.7054093710742 50 TCGA 1 50 100 0.0 0.002 125 9199 -41 1821.6374290305357 1821.6176279345948 50 TCGA 1 50 100 0.0 0.002 125 9199 -42 1821.6438161188078 1823.648991417046 50 TCGA 1 50 100 0.0 0.002 125 9199 -43 1821.3100120492486 1822.0630766135364 50 TCGA 1 50 100 0.0 0.002 125 9199 -44 1821.1870027804616 1824.2546889722048 50 TCGA 1 50 100 0.0 0.002 125 9199 -45 1820.832022011952 1822.6952174201083 50 TCGA 1 50 100 0.0 0.002 125 9199 -46 1820.9656703781636 1820.2215999430748 50 TCGA 1 50 100 0.0 0.002 125 9199 -47 1820.6112900963983 1822.985791383676 50 TCGA 1 50 100 0.0 0.002 125 9199 -48 1820.3246399804623 1823.2242578861103 50 TCGA 1 50 100 0.0 0.002 125 9199 -49 1820.1561514063199 1821.5119266989243 50 TCGA 1 50 100 0.0 0.002 125 9199 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index 4772ffffa..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_125z_0.002lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2209.171530657893 2744.585121653188 50 TCGA 1 50 100 1.0 0.002 125 579 -1 1926.505118614356 1929.0987315729035 50 TCGA 1 50 100 1.0 0.002 125 579 -2 1898.9355460574736 1886.4785395483275 50 TCGA 1 50 100 1.0 0.002 125 579 -3 1882.22856259189 1876.2327279709093 50 TCGA 1 50 100 1.0 0.002 125 579 -4 1872.717004335942 1870.1356759382852 50 TCGA 1 50 100 1.0 0.002 125 579 -5 1865.7719766348782 1861.8513478034704 50 TCGA 1 50 100 1.0 0.002 125 579 -6 1860.336483416859 1856.6384130123272 50 TCGA 1 50 100 1.0 0.002 125 579 -7 1855.5873026055328 1855.0461867442682 50 TCGA 1 50 100 1.0 0.002 125 579 -8 1852.8066796210078 1853.9382864027168 50 TCGA 1 50 100 1.0 0.002 125 579 -9 1850.1622333392486 1847.995892548681 50 TCGA 1 50 100 1.0 0.002 125 579 -10 1847.6957432955207 1846.0449316896984 50 TCGA 1 50 100 1.0 0.002 125 579 -11 1845.2299034168896 1852.0972648888976 50 TCGA 1 50 100 1.0 0.002 125 579 -12 1843.3462319419325 1843.5651665308967 50 TCGA 1 50 100 1.0 0.002 125 579 -13 1841.7792327809325 1842.90734985965 50 TCGA 1 50 100 1.0 0.002 125 579 -14 1840.5164203169038 1839.9475643598853 50 TCGA 1 50 100 1.0 0.002 125 579 -15 1838.9916573477744 1839.5979071382303 50 TCGA 1 50 100 1.0 0.002 125 579 -16 1837.4087760066038 1836.825605076162 50 TCGA 1 50 100 1.0 0.002 125 579 -17 1836.3134868224558 1837.4672501913867 50 TCGA 1 50 100 1.0 0.002 125 579 -18 1835.264648410249 1835.6501734747958 50 TCGA 1 50 100 1.0 0.002 125 579 -19 1834.1375225419272 1834.3228471458856 50 TCGA 1 50 100 1.0 0.002 125 579 -20 1832.4939107638356 1834.7853617452497 50 TCGA 1 50 100 1.0 0.002 125 579 -21 1831.9180951668277 1835.276292350424 50 TCGA 1 50 100 1.0 0.002 125 579 -22 1830.9499880150634 1831.982986833582 50 TCGA 1 50 100 1.0 0.002 125 579 -23 1830.3948044945637 1833.132489841787 50 TCGA 1 50 100 1.0 0.002 125 579 -24 1829.577755709713 1831.4271669627435 50 TCGA 1 50 100 1.0 0.002 125 579 -25 1828.9990782662685 1829.2954837664886 50 TCGA 1 50 100 1.0 0.002 125 579 -26 1828.0265413206168 1829.6258747350032 50 TCGA 1 50 100 1.0 0.002 125 579 -27 1827.6529690350442 1828.2429512062265 50 TCGA 1 50 100 1.0 0.002 125 579 -28 1826.9811038317353 1830.262429702222 50 TCGA 1 50 100 1.0 0.002 125 579 -29 1826.6122628574008 1827.3511355606156 50 TCGA 1 50 100 1.0 0.002 125 579 -30 1826.0235530709779 1827.3194807043028 50 TCGA 1 50 100 1.0 0.002 125 579 -31 1825.270297898979 1825.5872888612987 50 TCGA 1 50 100 1.0 0.002 125 579 -32 1824.265618582418 1826.0598616863615 50 TCGA 1 50 100 1.0 0.002 125 579 -33 1824.2881117985842 1825.697344142588 50 TCGA 1 50 100 1.0 0.002 125 579 -34 1824.2071988292805 1826.1256698531722 50 TCGA 1 50 100 1.0 0.002 125 579 -35 1823.4561858596062 1826.1845531367776 50 TCGA 1 50 100 1.0 0.002 125 579 -36 1823.5492654471063 1825.096614051704 50 TCGA 1 50 100 1.0 0.002 125 579 -37 1822.7306406757957 1828.4530231725032 50 TCGA 1 50 100 1.0 0.002 125 579 -38 1822.350356798484 1826.535111470438 50 TCGA 1 50 100 1.0 0.002 125 579 -39 1822.7598696007287 1823.907880466787 50 TCGA 1 50 100 1.0 0.002 125 579 -40 1821.9716402554782 1823.3529206089038 50 TCGA 1 50 100 1.0 0.002 125 579 -41 1821.668250156202 1823.400748861495 50 TCGA 1 50 100 1.0 0.002 125 579 -42 1821.4520188323195 1823.5558965481705 50 TCGA 1 50 100 1.0 0.002 125 579 -43 1821.1972566458353 1825.1462518893295 50 TCGA 1 50 100 1.0 0.002 125 579 -44 1820.7102107054316 1826.9616012189856 50 TCGA 1 50 100 1.0 0.002 125 579 -45 1820.8691801524 1824.5288956991992 50 TCGA 1 50 100 1.0 0.002 125 579 -46 1820.4727169377074 1821.7358956648477 50 TCGA 1 50 100 1.0 0.002 125 579 -47 1820.1696066095808 1822.093532236377 50 TCGA 1 50 100 1.0 0.002 125 579 -48 1820.30546564885 1821.8853563471655 50 TCGA 1 50 100 1.0 0.002 125 579 -49 1820.145444072694 1823.6674878297738 50 TCGA 1 50 100 1.0 0.002 125 579 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index fd0e9f7bd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4757.144285501573 4925.887476935459 100 TCGA 1 100 100 0.5 0.0005 25 625 -1 3463.7832487974733 3748.893011198571 100 TCGA 1 100 100 0.5 0.0005 25 625 -2 2766.0296818209167 3055.5102870308574 100 TCGA 1 100 100 0.5 0.0005 25 625 -3 2414.962944663493 2525.2782037629554 100 TCGA 1 100 100 0.5 0.0005 25 625 -4 2234.716164954367 2247.5827575376884 100 TCGA 1 100 100 0.5 0.0005 25 625 -5 2149.405974166603 2195.146614419755 100 TCGA 1 100 100 0.5 0.0005 25 625 -6 2094.1094798068807 2095.4605534999214 100 TCGA 1 100 100 0.5 0.0005 25 625 -7 2064.8176259448423 2056.411086192682 100 TCGA 1 100 100 0.5 0.0005 25 625 -8 2043.63063212992 2055.202495632459 100 TCGA 1 100 100 0.5 0.0005 25 625 -9 2027.0785260375608 2043.9516399134343 100 TCGA 1 100 100 0.5 0.0005 25 625 -10 2013.6008409239748 2052.201468769629 100 TCGA 1 100 100 0.5 0.0005 25 625 -11 2002.1100635070834 2052.9915789886936 100 TCGA 1 100 100 0.5 0.0005 25 625 -12 1991.8552622564644 2001.0757467758715 100 TCGA 1 100 100 0.5 0.0005 25 625 -13 1991.25174323873 1983.3395057563207 100 TCGA 1 100 100 0.5 0.0005 25 625 -14 1983.014656435633 1982.4020505358826 100 TCGA 1 100 100 0.5 0.0005 25 625 -15 1980.1913786721104 1977.468206511071 100 TCGA 1 100 100 0.5 0.0005 25 625 -16 1975.6030224930935 1965.0817956972362 100 TCGA 1 100 100 0.5 0.0005 25 625 -17 1969.0683822384874 1985.37192431886 100 TCGA 1 100 100 0.5 0.0005 25 625 -18 1967.4589734746485 1959.5236258195273 100 TCGA 1 100 100 0.5 0.0005 25 625 -19 1964.0382672920998 1972.0148600669363 100 TCGA 1 100 100 0.5 0.0005 25 625 -20 1956.9947920027607 1958.442746569763 100 TCGA 1 100 100 0.5 0.0005 25 625 -21 1955.0137503847825 1946.3141770866048 100 TCGA 1 100 100 0.5 0.0005 25 625 -22 1952.3640880531493 1946.2252037776775 100 TCGA 1 100 100 0.5 0.0005 25 625 -23 1947.4861167263061 1934.2200210034548 100 TCGA 1 100 100 0.5 0.0005 25 625 -24 1943.5397603677604 1940.412129004397 100 TCGA 1 100 100 0.5 0.0005 25 625 -25 1941.4831934291371 1936.0394372987987 100 TCGA 1 100 100 0.5 0.0005 25 625 -26 1939.0645511191608 1934.8804772151775 100 TCGA 1 100 100 0.5 0.0005 25 625 -27 1934.8033376413339 1924.6951493306376 100 TCGA 1 100 100 0.5 0.0005 25 625 -28 1933.5374084806479 1925.9159536697157 100 TCGA 1 100 100 0.5 0.0005 25 625 -29 1929.5720282289676 1925.451617216944 100 TCGA 1 100 100 0.5 0.0005 25 625 -30 1927.3877975441726 1918.63720703125 100 TCGA 1 100 100 0.5 0.0005 25 625 -31 1923.8805699570396 1920.7724486691268 100 TCGA 1 100 100 0.5 0.0005 25 625 -32 1922.164381853051 1914.8252615617148 100 TCGA 1 100 100 0.5 0.0005 25 625 -33 1919.7400389861975 1912.130126953125 100 TCGA 1 100 100 0.5 0.0005 25 625 -34 1917.9955078288506 1914.2114423435537 100 TCGA 1 100 100 0.5 0.0005 25 625 -35 1916.638699371137 1911.868666452379 100 TCGA 1 100 100 0.5 0.0005 25 625 -36 1913.9142580795585 1910.623449891057 100 TCGA 1 100 100 0.5 0.0005 25 625 -37 1912.029121283961 1910.510932960702 100 TCGA 1 100 100 0.5 0.0005 25 625 -38 1909.9130271028523 1904.6263415466 100 TCGA 1 100 100 0.5 0.0005 25 625 -39 1907.3886909369899 1900.7024244758952 100 TCGA 1 100 100 0.5 0.0005 25 625 -40 1905.3236292044837 1909.6453231734847 100 TCGA 1 100 100 0.5 0.0005 25 625 -41 1902.6873686643887 1896.3478991637876 100 TCGA 1 100 100 0.5 0.0005 25 625 -42 1901.6317956470755 1901.1030212095634 100 TCGA 1 100 100 0.5 0.0005 25 625 -43 1900.1351110980186 1894.0537551036432 100 TCGA 1 100 100 0.5 0.0005 25 625 -44 1898.7709858201686 1899.6099908723304 100 TCGA 1 100 100 0.5 0.0005 25 625 -45 1896.7872435038264 1898.9688598019393 100 TCGA 1 100 100 0.5 0.0005 25 625 -46 1896.0446653488505 1886.702152118012 100 TCGA 1 100 100 0.5 0.0005 25 625 -47 1893.009269318366 1889.4958397946766 100 TCGA 1 100 100 0.5 0.0005 25 625 -48 1892.265534227322 1886.5989579243876 100 TCGA 1 100 100 0.5 0.0005 25 625 -49 1890.7120153676426 1886.643385383951 100 TCGA 1 100 100 0.5 0.0005 25 625 -50 1889.4446386947657 1882.073760526264 100 TCGA 1 100 100 0.5 0.0005 25 625 -51 1887.2157963862282 1881.044437274262 100 TCGA 1 100 100 0.5 0.0005 25 625 -52 1886.643916415668 1881.935446887759 100 TCGA 1 100 100 0.5 0.0005 25 625 -53 1883.9110906553901 1881.082202393805 100 TCGA 1 100 100 0.5 0.0005 25 625 -54 1883.7804579395763 1877.9382532781092 100 TCGA 1 100 100 0.5 0.0005 25 625 -55 1882.0357924898976 1876.777026612555 100 TCGA 1 100 100 0.5 0.0005 25 625 -56 1881.1797467570364 1878.930266567211 100 TCGA 1 100 100 0.5 0.0005 25 625 -57 1880.0854843042566 1876.509156500275 100 TCGA 1 100 100 0.5 0.0005 25 625 -58 1879.0880617468947 1874.709583071608 100 TCGA 1 100 100 0.5 0.0005 25 625 -59 1878.172616074029 1874.545490514094 100 TCGA 1 100 100 0.5 0.0005 25 625 -60 1875.9119731614812 1873.2724014358903 100 TCGA 1 100 100 0.5 0.0005 25 625 -61 1874.4786038088444 1870.235371191897 100 TCGA 1 100 100 0.5 0.0005 25 625 -62 1874.1700401301894 1869.622186248626 100 TCGA 1 100 100 0.5 0.0005 25 625 -63 1873.2612744107923 1869.2262705127198 100 TCGA 1 100 100 0.5 0.0005 25 625 -64 1872.5033914536448 1869.7246517008873 100 TCGA 1 100 100 0.5 0.0005 25 625 -65 1871.0782985335975 1871.8105247919284 100 TCGA 1 100 100 0.5 0.0005 25 625 -66 1870.1419635495513 1866.6780913846576 100 TCGA 1 100 100 0.5 0.0005 25 625 -67 1870.072908268854 1865.2698029944645 100 TCGA 1 100 100 0.5 0.0005 25 625 -68 1868.0394808009928 1862.4118817966787 100 TCGA 1 100 100 0.5 0.0005 25 625 -69 1867.5075510823176 1865.2584621103565 100 TCGA 1 100 100 0.5 0.0005 25 625 -70 1866.544734961221 1862.7711040554334 100 TCGA 1 100 100 0.5 0.0005 25 625 -71 1865.6050078013816 1862.6693060026696 100 TCGA 1 100 100 0.5 0.0005 25 625 -72 1865.1750732721634 1863.7495963705244 100 TCGA 1 100 100 0.5 0.0005 25 625 -73 1864.102474641422 1861.2614365774184 100 TCGA 1 100 100 0.5 0.0005 25 625 -74 1863.3747231174439 1859.0274584592887 100 TCGA 1 100 100 0.5 0.0005 25 625 -75 1862.2791571869943 1858.4070118659704 100 TCGA 1 100 100 0.5 0.0005 25 625 -76 1861.9647009417686 1857.1389522073257 100 TCGA 1 100 100 0.5 0.0005 25 625 -77 1861.2638395905349 1856.1721289553234 100 TCGA 1 100 100 0.5 0.0005 25 625 -78 1860.6403780934108 1856.991996726798 100 TCGA 1 100 100 0.5 0.0005 25 625 -79 1859.5329992747995 1853.6643679824906 100 TCGA 1 100 100 0.5 0.0005 25 625 -80 1859.2065399575279 1855.1910743905073 100 TCGA 1 100 100 0.5 0.0005 25 625 -81 1858.604461775519 1854.1792427714745 100 TCGA 1 100 100 0.5 0.0005 25 625 -82 1857.319558345549 1853.7971185272063 100 TCGA 1 100 100 0.5 0.0005 25 625 -83 1857.0720628784602 1855.019560080677 100 TCGA 1 100 100 0.5 0.0005 25 625 -84 1856.7169259760392 1851.5747082580874 100 TCGA 1 100 100 0.5 0.0005 25 625 -85 1855.7284714922014 1852.2285217591866 100 TCGA 1 100 100 0.5 0.0005 25 625 -86 1855.619071952785 1851.269737972087 100 TCGA 1 100 100 0.5 0.0005 25 625 -87 1854.5804099453283 1849.675132866481 100 TCGA 1 100 100 0.5 0.0005 25 625 -88 1854.3978630242198 1850.295996584485 100 TCGA 1 100 100 0.5 0.0005 25 625 -89 1853.6401456025364 1849.2856132468985 100 TCGA 1 100 100 0.5 0.0005 25 625 -90 1853.3784802506339 1848.7152246829853 100 TCGA 1 100 100 0.5 0.0005 25 625 -91 1852.6699142720047 1850.3291929618797 100 TCGA 1 100 100 0.5 0.0005 25 625 -92 1852.5709074820668 1848.5814350070666 100 TCGA 1 100 100 0.5 0.0005 25 625 -93 1851.7324602987394 1848.1496201711684 100 TCGA 1 100 100 0.5 0.0005 25 625 -94 1851.114001150096 1847.4124737456816 100 TCGA 1 100 100 0.5 0.0005 25 625 -95 1850.6411769256779 1847.116774055826 100 TCGA 1 100 100 0.5 0.0005 25 625 -96 1850.5535688786676 1846.2078360552764 100 TCGA 1 100 100 0.5 0.0005 25 625 -97 1849.6402369202322 1846.7717364900675 100 TCGA 1 100 100 0.5 0.0005 25 625 -98 1849.2458240071742 1844.923473569017 100 TCGA 1 100 100 0.5 0.0005 25 625 -99 1849.0051665077758 1845.4813496191896 100 TCGA 1 100 100 0.5 0.0005 25 625 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index cd105ebc6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4743.8630403794805 4838.674203537217 100 TCGA 1 100 100 0.0 0.0005 25 4255 -1 3478.655320009252 3764.5886328615734 100 TCGA 1 100 100 0.0 0.0005 25 4255 -2 2770.646472493617 3019.8428065621074 100 TCGA 1 100 100 0.0 0.0005 25 4255 -3 2420.3773655943046 2428.1366500471104 100 TCGA 1 100 100 0.0 0.0005 25 4255 -4 2239.4379230971476 2391.118608177607 100 TCGA 1 100 100 0.0 0.0005 25 4255 -5 2150.0240021518384 2103.724008224717 100 TCGA 1 100 100 0.0 0.0005 25 4255 -6 2094.8696355282136 2039.153423980253 100 TCGA 1 100 100 0.0 0.0005 25 4255 -7 2062.0406299433093 2124.0320523516016 100 TCGA 1 100 100 0.0 0.0005 25 4255 -8 2042.9112265691492 2040.3829057396356 100 TCGA 1 100 100 0.0 0.0005 25 4255 -9 2027.7255778984907 2056.616321352858 100 TCGA 1 100 100 0.0 0.0005 25 4255 -10 2010.0461854437576 2076.246413954538 100 TCGA 1 100 100 0.0 0.0005 25 4255 -11 2005.4110433478643 2005.461620234964 100 TCGA 1 100 100 0.0 0.0005 25 4255 -12 1996.1077051206364 1995.7629529483354 100 TCGA 1 100 100 0.0 0.0005 25 4255 -13 1988.8498647429872 2003.1504078007224 100 TCGA 1 100 100 0.0 0.0005 25 4255 -14 1984.9884411172816 1995.8772733295384 100 TCGA 1 100 100 0.0 0.0005 25 4255 -15 1978.6084017893581 1987.0533441131438 100 TCGA 1 100 100 0.0 0.0005 25 4255 -16 1977.6397638722235 1968.9486629926978 100 TCGA 1 100 100 0.0 0.0005 25 4255 -17 1969.475973213367 1967.488833940209 100 TCGA 1 100 100 0.0 0.0005 25 4255 -18 1965.4716624240682 1961.3269852681376 100 TCGA 1 100 100 0.0 0.0005 25 4255 -19 1961.4184239078065 1965.8003745534313 100 TCGA 1 100 100 0.0 0.0005 25 4255 -20 1956.015848743342 1957.5540078321294 100 TCGA 1 100 100 0.0 0.0005 25 4255 -21 1953.3666868741018 1948.751666045069 100 TCGA 1 100 100 0.0 0.0005 25 4255 -22 1949.564543121028 1945.9205880476602 100 TCGA 1 100 100 0.0 0.0005 25 4255 -23 1949.3523693031493 1954.8251358108903 100 TCGA 1 100 100 0.0 0.0005 25 4255 -24 1944.4185824806716 1943.6119366363066 100 TCGA 1 100 100 0.0 0.0005 25 4255 -25 1938.2288853104246 1946.591549053863 100 TCGA 1 100 100 0.0 0.0005 25 4255 -26 1938.5051395839075 1931.1365408585898 100 TCGA 1 100 100 0.0 0.0005 25 4255 -27 1934.8813056626454 1931.8954213204695 100 TCGA 1 100 100 0.0 0.0005 25 4255 -28 1933.4666582089021 1931.084734586016 100 TCGA 1 100 100 0.0 0.0005 25 4255 -29 1928.275863495878 1940.7450141331658 100 TCGA 1 100 100 0.0 0.0005 25 4255 -30 1927.1992624876607 1920.0019255211605 100 TCGA 1 100 100 0.0 0.0005 25 4255 -31 1924.9100194369619 1921.817404282153 100 TCGA 1 100 100 0.0 0.0005 25 4255 -32 1922.003861204297 1924.1222347086998 100 TCGA 1 100 100 0.0 0.0005 25 4255 -33 1920.2322199323612 1915.2963523673052 100 TCGA 1 100 100 0.0 0.0005 25 4255 -34 1918.904326265073 1916.2622769609768 100 TCGA 1 100 100 0.0 0.0005 25 4255 -35 1917.078463605797 1912.0075401421168 100 TCGA 1 100 100 0.0 0.0005 25 4255 -36 1914.0483077149636 1912.3689627335898 100 TCGA 1 100 100 0.0 0.0005 25 4255 -37 1911.7062139007605 1908.484590309948 100 TCGA 1 100 100 0.0 0.0005 25 4255 -38 1908.7768860578617 1906.0191576780387 100 TCGA 1 100 100 0.0 0.0005 25 4255 -39 1908.169239117852 1905.42404711546 100 TCGA 1 100 100 0.0 0.0005 25 4255 -40 1907.0522405345707 1906.059564791732 100 TCGA 1 100 100 0.0 0.0005 25 4255 -41 1902.711101781924 1901.810386772731 100 TCGA 1 100 100 0.0 0.0005 25 4255 -42 1900.9034269043132 1897.481898015468 100 TCGA 1 100 100 0.0 0.0005 25 4255 -43 1899.9206402762977 1895.8063155131124 100 TCGA 1 100 100 0.0 0.0005 25 4255 -44 1899.5945424828124 1899.200851057043 100 TCGA 1 100 100 0.0 0.0005 25 4255 -45 1896.8367713632722 1891.8619808024498 100 TCGA 1 100 100 0.0 0.0005 25 4255 -46 1895.5490925539045 1890.8720819674545 100 TCGA 1 100 100 0.0 0.0005 25 4255 -47 1894.3595818886733 1889.243215589667 100 TCGA 1 100 100 0.0 0.0005 25 4255 -48 1892.3940064116957 1890.6044148967494 100 TCGA 1 100 100 0.0 0.0005 25 4255 -49 1891.307987077306 1893.845673067486 100 TCGA 1 100 100 0.0 0.0005 25 4255 -50 1889.5927790920573 1883.9439445763976 100 TCGA 1 100 100 0.0 0.0005 25 4255 -51 1886.9194592913288 1883.943751349521 100 TCGA 1 100 100 0.0 0.0005 25 4255 -52 1887.0213826338431 1882.7112055639525 100 TCGA 1 100 100 0.0 0.0005 25 4255 -53 1885.6853986710946 1880.8052592061872 100 TCGA 1 100 100 0.0 0.0005 25 4255 -54 1884.3920493489438 1879.1111201760757 100 TCGA 1 100 100 0.0 0.0005 25 4255 -55 1882.4104113182275 1880.1562616549545 100 TCGA 1 100 100 0.0 0.0005 25 4255 -56 1881.7730712073098 1877.071645458739 100 TCGA 1 100 100 0.0 0.0005 25 4255 -57 1879.197309866802 1875.8675966502435 100 TCGA 1 100 100 0.0 0.0005 25 4255 -58 1877.856037911859 1878.9219780543342 100 TCGA 1 100 100 0.0 0.0005 25 4255 -59 1877.6638406914703 1874.489036981784 100 TCGA 1 100 100 0.0 0.0005 25 4255 -60 1876.5985344640776 1880.085178701123 100 TCGA 1 100 100 0.0 0.0005 25 4255 -61 1875.6853584896735 1872.0580300182553 100 TCGA 1 100 100 0.0 0.0005 25 4255 -62 1874.7875950946673 1870.90301912394 100 TCGA 1 100 100 0.0 0.0005 25 4255 -63 1873.7500039786282 1870.9287103240813 100 TCGA 1 100 100 0.0 0.0005 25 4255 -64 1871.7414577078348 1872.2758206314777 100 TCGA 1 100 100 0.0 0.0005 25 4255 -65 1871.8410532666392 1868.7521948119504 100 TCGA 1 100 100 0.0 0.0005 25 4255 -66 1870.169448690737 1868.8798625696843 100 TCGA 1 100 100 0.0 0.0005 25 4255 -67 1868.901264042923 1869.7981558181532 100 TCGA 1 100 100 0.0 0.0005 25 4255 -68 1868.2902588135883 1866.431296497134 100 TCGA 1 100 100 0.0 0.0005 25 4255 -69 1867.433927423388 1863.8707759991364 100 TCGA 1 100 100 0.0 0.0005 25 4255 -70 1866.0660778905335 1864.4144256438442 100 TCGA 1 100 100 0.0 0.0005 25 4255 -71 1866.0033586980883 1863.940996486338 100 TCGA 1 100 100 0.0 0.0005 25 4255 -72 1865.0805197254942 1864.002256153816 100 TCGA 1 100 100 0.0 0.0005 25 4255 -73 1864.1209036069918 1861.290646960388 100 TCGA 1 100 100 0.0 0.0005 25 4255 -74 1863.250850758817 1860.7084611288867 100 TCGA 1 100 100 0.0 0.0005 25 4255 -75 1862.4123428877822 1860.386870264408 100 TCGA 1 100 100 0.0 0.0005 25 4255 -76 1861.7840844593034 1860.219332747723 100 TCGA 1 100 100 0.0 0.0005 25 4255 -77 1860.670121528565 1858.259471797464 100 TCGA 1 100 100 0.0 0.0005 25 4255 -78 1860.4658889983405 1857.2686148025282 100 TCGA 1 100 100 0.0 0.0005 25 4255 -79 1859.7388223979553 1859.958171595281 100 TCGA 1 100 100 0.0 0.0005 25 4255 -80 1858.5160760020476 1856.3859121044677 100 TCGA 1 100 100 0.0 0.0005 25 4255 -81 1858.1728921663098 1856.4369571244897 100 TCGA 1 100 100 0.0 0.0005 25 4255 -82 1857.5059427899407 1853.9258843043342 100 TCGA 1 100 100 0.0 0.0005 25 4255 -83 1856.6215551755088 1853.840476184634 100 TCGA 1 100 100 0.0 0.0005 25 4255 -84 1856.3859387753412 1854.2127366569173 100 TCGA 1 100 100 0.0 0.0005 25 4255 -85 1856.0145767813137 1853.2526419941505 100 TCGA 1 100 100 0.0 0.0005 25 4255 -86 1855.1057189811966 1853.581500029444 100 TCGA 1 100 100 0.0 0.0005 25 4255 -87 1854.326651599474 1852.274993129711 100 TCGA 1 100 100 0.0 0.0005 25 4255 -88 1854.2069438428057 1850.9944375196294 100 TCGA 1 100 100 0.0 0.0005 25 4255 -89 1853.5699403347455 1851.2912198934123 100 TCGA 1 100 100 0.0 0.0005 25 4255 -90 1852.9113967781395 1849.5155207188286 100 TCGA 1 100 100 0.0 0.0005 25 4255 -91 1852.6058033499178 1849.442607323728 100 TCGA 1 100 100 0.0 0.0005 25 4255 -92 1851.880920416969 1849.3610293901147 100 TCGA 1 100 100 0.0 0.0005 25 4255 -93 1851.3354807752678 1849.3542259638034 100 TCGA 1 100 100 0.0 0.0005 25 4255 -94 1850.8803526585305 1848.5628122300957 100 TCGA 1 100 100 0.0 0.0005 25 4255 -95 1850.6818379486149 1848.440602671561 100 TCGA 1 100 100 0.0 0.0005 25 4255 -96 1850.2254741816453 1847.9086631889918 100 TCGA 1 100 100 0.0 0.0005 25 4255 -97 1849.5721097635976 1849.1286823521907 100 TCGA 1 100 100 0.0 0.0005 25 4255 -98 1849.39654296439 1846.8458767224795 100 TCGA 1 100 100 0.0 0.0005 25 4255 -99 1848.6204584366324 1845.9229202653894 100 TCGA 1 100 100 0.0 0.0005 25 4255 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index 44c52edda..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4746.2481858544825 5009.885045343907 100 TCGA 1 100 100 1.0 0.0005 25 5243 -1 3456.666653241067 4016.711200043185 100 TCGA 1 100 100 1.0 0.0005 25 5243 -2 2755.8611873197083 2845.2291683024496 100 TCGA 1 100 100 1.0 0.0005 25 5243 -3 2412.21912543536 2513.4840621564854 100 TCGA 1 100 100 1.0 0.0005 25 5243 -4 2228.202532429636 2361.87557047935 100 TCGA 1 100 100 1.0 0.0005 25 5243 -5 2142.834262252213 2099.4295390526854 100 TCGA 1 100 100 1.0 0.0005 25 5243 -6 2092.1079764848896 2123.1568155720006 100 TCGA 1 100 100 1.0 0.0005 25 5243 -7 2061.7985358865735 2117.8656527265234 100 TCGA 1 100 100 1.0 0.0005 25 5243 -8 2039.0956005254407 2080.517515556297 100 TCGA 1 100 100 1.0 0.0005 25 5243 -9 2027.3302066810218 2015.2765291300252 100 TCGA 1 100 100 1.0 0.0005 25 5243 -10 2014.6132570103432 2010.3974922218515 100 TCGA 1 100 100 1.0 0.0005 25 5243 -11 2005.3144974485547 1997.7086856401147 100 TCGA 1 100 100 1.0 0.0005 25 5243 -12 1997.5476837243361 1993.9642689767195 100 TCGA 1 100 100 1.0 0.0005 25 5243 -13 1994.1148164418942 1991.6737250706658 100 TCGA 1 100 100 1.0 0.0005 25 5243 -14 1988.365122700898 1996.6648415416928 100 TCGA 1 100 100 1.0 0.0005 25 5243 -15 1985.3146346431051 1969.6922748508166 100 TCGA 1 100 100 1.0 0.0005 25 5243 -16 1977.161760073233 1972.1316286019944 100 TCGA 1 100 100 1.0 0.0005 25 5243 -17 1974.478864831389 1974.143005677803 100 TCGA 1 100 100 1.0 0.0005 25 5243 -18 1969.1775328138735 1959.537646116324 100 TCGA 1 100 100 1.0 0.0005 25 5243 -19 1961.8261988669956 1955.699421791575 100 TCGA 1 100 100 1.0 0.0005 25 5243 -20 1958.9996326172748 1964.808221404876 100 TCGA 1 100 100 1.0 0.0005 25 5243 -21 1957.2431633948534 1955.6513996986887 100 TCGA 1 100 100 1.0 0.0005 25 5243 -22 1952.0628295312545 1955.1795427331972 100 TCGA 1 100 100 1.0 0.0005 25 5243 -23 1949.4606703051313 1947.61467309693 100 TCGA 1 100 100 1.0 0.0005 25 5243 -24 1945.2721974351255 1939.7045499715373 100 TCGA 1 100 100 1.0 0.0005 25 5243 -25 1942.4813499344234 1933.320517381831 100 TCGA 1 100 100 1.0 0.0005 25 5243 -26 1937.5353980061732 1944.1695397151775 100 TCGA 1 100 100 1.0 0.0005 25 5243 -27 1934.422127547521 1934.0390060654836 100 TCGA 1 100 100 1.0 0.0005 25 5243 -28 1933.4924544496107 1948.309543935498 100 TCGA 1 100 100 1.0 0.0005 25 5243 -29 1930.3009506823403 1928.1804524330637 100 TCGA 1 100 100 1.0 0.0005 25 5243 -30 1927.991505982767 1924.8364374362045 100 TCGA 1 100 100 1.0 0.0005 25 5243 -31 1924.838379587522 1921.3743448688756 100 TCGA 1 100 100 1.0 0.0005 25 5243 -32 1923.0410551387745 1920.372729737555 100 TCGA 1 100 100 1.0 0.0005 25 5243 -33 1917.5350221893007 1927.18728100954 100 TCGA 1 100 100 1.0 0.0005 25 5243 -34 1918.6969166774943 1917.8397130918263 100 TCGA 1 100 100 1.0 0.0005 25 5243 -35 1915.865914529689 1911.3120055845634 100 TCGA 1 100 100 1.0 0.0005 25 5243 -36 1913.141673859082 1908.7364360866834 100 TCGA 1 100 100 1.0 0.0005 25 5243 -37 1910.8730229896046 1906.5093300977544 100 TCGA 1 100 100 1.0 0.0005 25 5243 -38 1909.3241025113757 1903.141207747723 100 TCGA 1 100 100 1.0 0.0005 25 5243 -39 1906.6275835740857 1904.8708753729586 100 TCGA 1 100 100 1.0 0.0005 25 5243 -40 1906.3126447975455 1903.500204881831 100 TCGA 1 100 100 1.0 0.0005 25 5243 -41 1904.428348964074 1898.3541548072394 100 TCGA 1 100 100 1.0 0.0005 25 5243 -42 1901.5546617479195 1897.4491396189935 100 TCGA 1 100 100 1.0 0.0005 25 5243 -43 1900.675789275384 1899.5873373213724 100 TCGA 1 100 100 1.0 0.0005 25 5243 -44 1899.1192876434923 1893.952836079813 100 TCGA 1 100 100 1.0 0.0005 25 5243 -45 1896.043381818824 1897.1778920235945 100 TCGA 1 100 100 1.0 0.0005 25 5243 -46 1896.1104612064116 1895.0695402059123 100 TCGA 1 100 100 1.0 0.0005 25 5243 -47 1894.1138859878815 1889.0663915279522 100 TCGA 1 100 100 1.0 0.0005 25 5243 -48 1891.9620495674958 1886.3304357480763 100 TCGA 1 100 100 1.0 0.0005 25 5243 -49 1890.3241363297163 1888.6164808417086 100 TCGA 1 100 100 1.0 0.0005 25 5243 -50 1889.246916331408 1884.704008936283 100 TCGA 1 100 100 1.0 0.0005 25 5243 -51 1887.7446493852856 1884.163613477544 100 TCGA 1 100 100 1.0 0.0005 25 5243 -52 1885.7457145540186 1885.811099565209 100 TCGA 1 100 100 1.0 0.0005 25 5243 -53 1885.2852112286484 1878.154512184948 100 TCGA 1 100 100 1.0 0.0005 25 5243 -54 1883.5515619876835 1884.533137489204 100 TCGA 1 100 100 1.0 0.0005 25 5243 -55 1883.245202659882 1878.1604390360003 100 TCGA 1 100 100 1.0 0.0005 25 5243 -56 1881.4658575372007 1878.3128287923994 100 TCGA 1 100 100 1.0 0.0005 25 5243 -57 1879.8819314927073 1875.676597710231 100 TCGA 1 100 100 1.0 0.0005 25 5243 -58 1879.0758402863044 1880.045932175526 100 TCGA 1 100 100 1.0 0.0005 25 5243 -59 1877.0969186777088 1880.299469760914 100 TCGA 1 100 100 1.0 0.0005 25 5243 -60 1876.929856768835 1878.442471758205 100 TCGA 1 100 100 1.0 0.0005 25 5243 -61 1875.9930552224891 1873.3561238811244 100 TCGA 1 100 100 1.0 0.0005 25 5243 -62 1873.4856076662609 1873.5577141076476 100 TCGA 1 100 100 1.0 0.0005 25 5243 -63 1873.086469464409 1871.6458537806218 100 TCGA 1 100 100 1.0 0.0005 25 5243 -64 1872.3719824147897 1872.218210191583 100 TCGA 1 100 100 1.0 0.0005 25 5243 -65 1871.5980816225958 1870.2767763377435 100 TCGA 1 100 100 1.0 0.0005 25 5243 -66 1870.8977214559034 1869.0308948305983 100 TCGA 1 100 100 1.0 0.0005 25 5243 -67 1869.2722019587713 1867.142633332679 100 TCGA 1 100 100 1.0 0.0005 25 5243 -68 1868.8181596533077 1865.04274055826 100 TCGA 1 100 100 1.0 0.0005 25 5243 -69 1867.6014460842448 1864.7707151480056 100 TCGA 1 100 100 1.0 0.0005 25 5243 -70 1866.5222613384367 1863.4461651519316 100 TCGA 1 100 100 1.0 0.0005 25 5243 -71 1865.4834786504623 1865.1212759353407 100 TCGA 1 100 100 1.0 0.0005 25 5243 -72 1864.9992124904732 1861.5161206422738 100 TCGA 1 100 100 1.0 0.0005 25 5243 -73 1864.2827101565988 1864.0371970938677 100 TCGA 1 100 100 1.0 0.0005 25 5243 -74 1863.4001571258432 1861.793008008794 100 TCGA 1 100 100 1.0 0.0005 25 5243 -75 1862.9047029130973 1859.6035070371388 100 TCGA 1 100 100 1.0 0.0005 25 5243 -76 1861.8378125648571 1859.1166710014918 100 TCGA 1 100 100 1.0 0.0005 25 5243 -77 1861.2436763517744 1859.1363813697394 100 TCGA 1 100 100 1.0 0.0005 25 5243 -78 1860.4215903781942 1858.2700397740657 100 TCGA 1 100 100 1.0 0.0005 25 5243 -79 1859.1929394389545 1858.8482819370288 100 TCGA 1 100 100 1.0 0.0005 25 5243 -80 1859.003535896929 1859.988473863458 100 TCGA 1 100 100 1.0 0.0005 25 5243 -81 1858.2847764408739 1855.576884667478 100 TCGA 1 100 100 1.0 0.0005 25 5243 -82 1857.652204361754 1853.799485709799 100 TCGA 1 100 100 1.0 0.0005 25 5243 -83 1857.1909753454756 1854.3136593612594 100 TCGA 1 100 100 1.0 0.0005 25 5243 -84 1856.3874918029355 1854.332509103133 100 TCGA 1 100 100 1.0 0.0005 25 5243 -85 1855.866299352977 1852.3578635364322 100 TCGA 1 100 100 1.0 0.0005 25 5243 -86 1855.2517507872235 1853.6471996211526 100 TCGA 1 100 100 1.0 0.0005 25 5243 -87 1855.0310685227712 1851.706642955991 100 TCGA 1 100 100 1.0 0.0005 25 5243 -88 1854.0325507253312 1850.3287838116364 100 TCGA 1 100 100 1.0 0.0005 25 5243 -89 1853.1971897858036 1851.4790088135992 100 TCGA 1 100 100 1.0 0.0005 25 5243 -90 1852.8779125058209 1851.2112754936793 100 TCGA 1 100 100 1.0 0.0005 25 5243 -91 1852.161087235405 1850.566978569606 100 TCGA 1 100 100 1.0 0.0005 25 5243 -92 1851.7923942060925 1850.222246486338 100 TCGA 1 100 100 1.0 0.0005 25 5243 -93 1851.618928354278 1848.8606091983354 100 TCGA 1 100 100 1.0 0.0005 25 5243 -94 1850.9877433585248 1849.6711474854742 100 TCGA 1 100 100 1.0 0.0005 25 5243 -95 1850.858443142567 1849.1864890860552 100 TCGA 1 100 100 1.0 0.0005 25 5243 -96 1850.0655211414498 1848.942015374725 100 TCGA 1 100 100 1.0 0.0005 25 5243 -97 1849.5632164392346 1847.1923361926822 100 TCGA 1 100 100 1.0 0.0005 25 5243 -98 1848.9977095499942 1847.136697280347 100 TCGA 1 100 100 1.0 0.0005 25 5243 -99 1848.822991533915 1846.389555811283 100 TCGA 1 100 100 1.0 0.0005 25 5243 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 64f7fa6bb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4751.634654768424 4792.608177606784 100 TCGA 1 50 100 0.5 0.0005 25 580 -1 3471.471817277188 3773.4083932847834 100 TCGA 1 50 100 0.5 0.0005 25 580 -2 2750.697627516673 2670.7343529169284 100 TCGA 1 50 100 0.5 0.0005 25 580 -3 2404.201835379402 2723.973376403502 100 TCGA 1 50 100 0.5 0.0005 25 580 -4 2231.323358685008 2214.1791292890234 100 TCGA 1 50 100 0.5 0.0005 25 580 -5 2150.43185206457 2256.1742158055904 100 TCGA 1 50 100 0.5 0.0005 25 580 -6 2091.8835226034053 2133.382256742698 100 TCGA 1 50 100 0.5 0.0005 25 580 -7 2059.418824563855 2048.5984217964824 100 TCGA 1 50 100 0.5 0.0005 25 580 -8 2039.4586575279573 2121.480224609375 100 TCGA 1 50 100 0.5 0.0005 25 580 -9 2023.978566502391 2026.4611613978093 100 TCGA 1 50 100 0.5 0.0005 25 580 -10 2014.375381880193 2019.609349849835 100 TCGA 1 50 100 0.5 0.0005 25 580 -11 2004.0145162707367 1998.9297365734924 100 TCGA 1 50 100 0.5 0.0005 25 580 -12 1994.0063932469707 2019.2117674554413 100 TCGA 1 50 100 0.5 0.0005 25 580 -13 1991.174488154915 1999.0845524006752 100 TCGA 1 50 100 0.5 0.0005 25 580 -14 1987.7552423060959 1985.6128794607805 100 TCGA 1 50 100 0.5 0.0005 25 580 -15 1975.0707980425366 1997.7718861642195 100 TCGA 1 50 100 0.5 0.0005 25 580 -16 1972.7947927603352 1977.720631968436 100 TCGA 1 50 100 0.5 0.0005 25 580 -17 1968.6257502439498 1966.9572723235317 100 TCGA 1 50 100 0.5 0.0005 25 580 -18 1965.1266075566034 1971.1851696225267 100 TCGA 1 50 100 0.5 0.0005 25 580 -19 1960.62698691609 1984.661841924466 100 TCGA 1 50 100 0.5 0.0005 25 580 -20 1957.5102289989466 1960.467962370446 100 TCGA 1 50 100 0.5 0.0005 25 580 -21 1953.334149896839 1945.793939791732 100 TCGA 1 50 100 0.5 0.0005 25 580 -22 1951.82372069931 1958.2254534390704 100 TCGA 1 50 100 0.5 0.0005 25 580 -23 1947.5704846983044 1943.2976957541614 100 TCGA 1 50 100 0.5 0.0005 25 580 -24 1942.87559058105 1950.5128143157192 100 TCGA 1 50 100 0.5 0.0005 25 580 -25 1942.566734500463 1950.588079557946 100 TCGA 1 50 100 0.5 0.0005 25 580 -26 1936.6822674769696 1936.7154455137013 100 TCGA 1 50 100 0.5 0.0005 25 580 -27 1933.6179438617721 1933.6104098372723 100 TCGA 1 50 100 0.5 0.0005 25 580 -28 1931.85450025376 1937.514988884854 100 TCGA 1 50 100 0.5 0.0005 25 580 -29 1928.741203375381 1935.6367874528894 100 TCGA 1 50 100 0.5 0.0005 25 580 -30 1927.1995567426522 1928.1813694939542 100 TCGA 1 50 100 0.5 0.0005 25 580 -31 1923.6792502868973 1924.0079646278266 100 TCGA 1 50 100 0.5 0.0005 25 580 -32 1921.4788743283204 1920.2726032506282 100 TCGA 1 50 100 0.5 0.0005 25 580 -33 1920.8570099779638 1917.2104578066112 100 TCGA 1 50 100 0.5 0.0005 25 580 -34 1918.1432396945895 1919.9088441474953 100 TCGA 1 50 100 0.5 0.0005 25 580 -35 1917.0426900280095 1915.8759753356626 100 TCGA 1 50 100 0.5 0.0005 25 580 -36 1914.3838551186307 1920.5074941357177 100 TCGA 1 50 100 0.5 0.0005 25 580 -37 1909.9582273728322 1913.4796406348146 100 TCGA 1 50 100 0.5 0.0005 25 580 -38 1908.495825887485 1907.215383558417 100 TCGA 1 50 100 0.5 0.0005 25 580 -39 1907.2920637755592 1911.549530489361 100 TCGA 1 50 100 0.5 0.0005 25 580 -40 1904.7300361967975 1904.092724977426 100 TCGA 1 50 100 0.5 0.0005 25 580 -41 1903.447455141238 1901.4760821931925 100 TCGA 1 50 100 0.5 0.0005 25 580 -42 1902.0720266211656 1901.986893083582 100 TCGA 1 50 100 0.5 0.0005 25 580 -43 1901.1512836090542 1902.1377621751335 100 TCGA 1 50 100 0.5 0.0005 25 580 -44 1898.3429849588229 1902.481817657624 100 TCGA 1 50 100 0.5 0.0005 25 580 -45 1896.8106899966165 1901.1952026980607 100 TCGA 1 50 100 0.5 0.0005 25 580 -46 1894.4715939289838 1897.0471712812107 100 TCGA 1 50 100 0.5 0.0005 25 580 -47 1894.5297964108631 1893.7190959681218 100 TCGA 1 50 100 0.5 0.0005 25 580 -48 1892.4178938373336 1891.6396116323806 100 TCGA 1 50 100 0.5 0.0005 25 580 -49 1890.4784347035147 1886.6888341855763 100 TCGA 1 50 100 0.5 0.0005 25 580 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index 9a54be443..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4745.672020928457 4978.179378336998 100 TCGA 1 50 100 0.0 0.0005 25 3885 -1 3450.3120341189724 3909.4751123782976 100 TCGA 1 50 100 0.0 0.0005 25 3885 -2 2755.0382770206634 2953.52394418381 100 TCGA 1 50 100 0.0 0.0005 25 3885 -3 2409.9693048006457 2223.938126913866 100 TCGA 1 50 100 0.0 0.0005 25 3885 -4 2232.2188873171795 2291.9393169460586 100 TCGA 1 50 100 0.0 0.0005 25 3885 -5 2138.6709753667315 2171.8206842317054 100 TCGA 1 50 100 0.0 0.0005 25 3885 -6 2091.8150135393266 2102.010918852073 100 TCGA 1 50 100 0.0 0.0005 25 3885 -7 2066.712902560885 2125.258714225424 100 TCGA 1 50 100 0.0 0.0005 25 3885 -8 2041.5245426321471 2071.2282935674466 100 TCGA 1 50 100 0.0 0.0005 25 3885 -9 2024.5801662134663 2024.6776319340845 100 TCGA 1 50 100 0.0 0.0005 25 3885 -10 2011.5785452085543 2009.7667040034155 100 TCGA 1 50 100 0.0 0.0005 25 3885 -11 2004.0325367592557 2067.5903332580874 100 TCGA 1 50 100 0.0 0.0005 25 3885 -12 1997.8238441049155 2024.1644845320352 100 TCGA 1 50 100 0.0 0.0005 25 3885 -13 1988.6065254028333 1997.9016242099167 100 TCGA 1 50 100 0.0 0.0005 25 3885 -14 1983.7818823430218 1974.8718304658055 100 TCGA 1 50 100 0.0 0.0005 25 3885 -15 1976.9411787051604 1972.369673685812 100 TCGA 1 50 100 0.0 0.0005 25 3885 -16 1973.9909478438888 1987.5955381153815 100 TCGA 1 50 100 0.0 0.0005 25 3885 -17 1966.6444694450065 1970.5185160421247 100 TCGA 1 50 100 0.0 0.0005 25 3885 -18 1966.3602219709448 1964.871717596773 100 TCGA 1 50 100 0.0 0.0005 25 3885 -19 1962.1291522300594 1970.051633288513 100 TCGA 1 50 100 0.0 0.0005 25 3885 -20 1957.9324390893803 1962.596257042046 100 TCGA 1 50 100 0.0 0.0005 25 3885 -21 1953.540321395232 1950.368055487398 100 TCGA 1 50 100 0.0 0.0005 25 3885 -22 1948.4087588930518 1959.3506294902245 100 TCGA 1 50 100 0.0 0.0005 25 3885 -23 1946.780150917548 1965.102166717376 100 TCGA 1 50 100 0.0 0.0005 25 3885 -24 1942.7058600344712 1946.3657698894865 100 TCGA 1 50 100 0.0 0.0005 25 3885 -25 1939.3062959013805 1935.7079887965217 100 TCGA 1 50 100 0.0 0.0005 25 3885 -26 1937.3187038261105 1939.655319443899 100 TCGA 1 50 100 0.0 0.0005 25 3885 -27 1933.584608011366 1935.798653300683 100 TCGA 1 50 100 0.0 0.0005 25 3885 -28 1932.366898776937 1929.0661989144944 100 TCGA 1 50 100 0.0 0.0005 25 3885 -29 1929.5450448990932 1938.802358349364 100 TCGA 1 50 100 0.0 0.0005 25 3885 -30 1927.385452783165 1927.2793293861887 100 TCGA 1 50 100 0.0 0.0005 25 3885 -31 1923.9229186269133 1926.4991301723462 100 TCGA 1 50 100 0.0 0.0005 25 3885 -32 1921.9520322397518 1919.4800595997565 100 TCGA 1 50 100 0.0 0.0005 25 3885 -33 1920.9188388705666 1924.9584255506045 100 TCGA 1 50 100 0.0 0.0005 25 3885 -34 1917.6146101936165 1914.9321890212782 100 TCGA 1 50 100 0.0 0.0005 25 3885 -35 1914.3947247448664 1914.1811370082837 100 TCGA 1 50 100 0.0 0.0005 25 3885 -36 1914.2315741410305 1909.7330671914258 100 TCGA 1 50 100 0.0 0.0005 25 3885 -37 1910.5312973211514 1911.4999619680434 100 TCGA 1 50 100 0.0 0.0005 25 3885 -38 1910.2650067729335 1908.057611666732 100 TCGA 1 50 100 0.0 0.0005 25 3885 -39 1907.7108667975945 1911.8899171148712 100 TCGA 1 50 100 0.0 0.0005 25 3885 -40 1905.2029089959076 1907.1651237142744 100 TCGA 1 50 100 0.0 0.0005 25 3885 -41 1904.3521961374386 1904.1362513249842 100 TCGA 1 50 100 0.0 0.0005 25 3885 -42 1900.7006793834892 1899.7765082737908 100 TCGA 1 50 100 0.0 0.0005 25 3885 -43 1900.2339883372779 1898.758908679138 100 TCGA 1 50 100 0.0 0.0005 25 3885 -44 1898.8830812209178 1894.8998502031643 100 TCGA 1 50 100 0.0 0.0005 25 3885 -45 1896.2157111046024 1897.90710326535 100 TCGA 1 50 100 0.0 0.0005 25 3885 -46 1895.6500170835761 1895.371694286864 100 TCGA 1 50 100 0.0 0.0005 25 3885 -47 1894.155134267261 1890.735666859689 100 TCGA 1 50 100 0.0 0.0005 25 3885 -48 1892.972569101689 1889.6285474000863 100 TCGA 1 50 100 0.0 0.0005 25 3885 -49 1891.447301650662 1890.530303495014 100 TCGA 1 50 100 0.0 0.0005 25 3885 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index 314014ff1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4758.756362943993 4719.363710643059 100 TCGA 1 50 100 1.0 0.0005 25 4082 -1 3475.6951265672524 3695.3644013524654 100 TCGA 1 50 100 1.0 0.0005 25 4082 -2 2765.937165577213 3185.5578122546326 100 TCGA 1 50 100 1.0 0.0005 25 4082 -3 2401.5046313686394 2294.8994987142746 100 TCGA 1 50 100 1.0 0.0005 25 4082 -4 2243.4059681441586 2403.186192191426 100 TCGA 1 50 100 1.0 0.0005 25 4082 -5 2141.9163020044875 2120.7826191504396 100 TCGA 1 50 100 1.0 0.0005 25 4082 -6 2091.2984653885496 2105.818758097126 100 TCGA 1 50 100 1.0 0.0005 25 4082 -7 2061.7770668538183 2076.575932641724 100 TCGA 1 50 100 1.0 0.0005 25 4082 -8 2045.48959790347 2054.23054174682 100 TCGA 1 50 100 1.0 0.0005 25 4082 -9 2030.362309088517 2035.426782962665 100 TCGA 1 50 100 1.0 0.0005 25 4082 -10 2016.6273631144745 2059.768409920697 100 TCGA 1 50 100 1.0 0.0005 25 4082 -11 2004.113559740358 2013.85347452595 100 TCGA 1 50 100 1.0 0.0005 25 4082 -12 1995.4648895178514 1998.4787511777638 100 TCGA 1 50 100 1.0 0.0005 25 4082 -13 1989.4285513563525 2002.0168125785176 100 TCGA 1 50 100 1.0 0.0005 25 4082 -14 1987.2432022682324 1993.4343445744346 100 TCGA 1 50 100 1.0 0.0005 25 4082 -15 1980.5519219172934 1983.996658708582 100 TCGA 1 50 100 1.0 0.0005 25 4082 -16 1977.7868540478892 1975.106971012288 100 TCGA 1 50 100 1.0 0.0005 25 4082 -17 1971.9806695617274 1975.3571452231863 100 TCGA 1 50 100 1.0 0.0005 25 4082 -18 1966.3006628040544 1963.877801483001 100 TCGA 1 50 100 1.0 0.0005 25 4082 -19 1965.2813596984133 1963.193434212076 100 TCGA 1 50 100 1.0 0.0005 25 4082 -20 1960.915187157402 1959.72997126747 100 TCGA 1 50 100 1.0 0.0005 25 4082 -21 1957.2923146607768 1955.4355137503926 100 TCGA 1 50 100 1.0 0.0005 25 4082 -22 1953.657754003263 1943.362290578871 100 TCGA 1 50 100 1.0 0.0005 25 4082 -23 1951.400508771186 1938.1100828851288 100 TCGA 1 50 100 1.0 0.0005 25 4082 -24 1946.0441873275565 1942.0609057249137 100 TCGA 1 50 100 1.0 0.0005 25 4082 -25 1942.073977089205 1938.6926944291772 100 TCGA 1 50 100 1.0 0.0005 25 4082 -26 1938.3524040071436 1949.180758528973 100 TCGA 1 50 100 1.0 0.0005 25 4082 -27 1938.7226429924474 1947.314303450848 100 TCGA 1 50 100 1.0 0.0005 25 4082 -28 1934.260072265516 1933.6942052793263 100 TCGA 1 50 100 1.0 0.0005 25 4082 -29 1930.6670214140677 1928.2242364164572 100 TCGA 1 50 100 1.0 0.0005 25 4082 -30 1927.5181499846958 1935.1984182386543 100 TCGA 1 50 100 1.0 0.0005 25 4082 -31 1926.64115839508 1929.3782633872488 100 TCGA 1 50 100 1.0 0.0005 25 4082 -32 1922.1345269754272 1920.3202830559046 100 TCGA 1 50 100 1.0 0.0005 25 4082 -33 1922.750888705666 1925.8511852475267 100 TCGA 1 50 100 1.0 0.0005 25 4082 -34 1918.1917794507879 1918.4890259402482 100 TCGA 1 50 100 1.0 0.0005 25 4082 -35 1917.4334591442832 1929.363523550369 100 TCGA 1 50 100 1.0 0.0005 25 4082 -36 1914.3688229070017 1912.6600998154836 100 TCGA 1 50 100 1.0 0.0005 25 4082 -37 1913.18604414904 1915.6938586977858 100 TCGA 1 50 100 1.0 0.0005 25 4082 -38 1911.4242194748733 1923.5665939561086 100 TCGA 1 50 100 1.0 0.0005 25 4082 -39 1908.9739854252489 1909.0613283703674 100 TCGA 1 50 100 1.0 0.0005 25 4082 -40 1906.6328491524323 1901.5017083709563 100 TCGA 1 50 100 1.0 0.0005 25 4082 -41 1904.8638851839805 1904.163198193114 100 TCGA 1 50 100 1.0 0.0005 25 4082 -42 1901.4224480859855 1903.1547311754082 100 TCGA 1 50 100 1.0 0.0005 25 4082 -43 1901.0206875047961 1897.815372639565 100 TCGA 1 50 100 1.0 0.0005 25 4082 -44 1898.7472476612206 1897.589154267431 100 TCGA 1 50 100 1.0 0.0005 25 4082 -45 1897.8543292544944 1898.9117198541535 100 TCGA 1 50 100 1.0 0.0005 25 4082 -46 1896.2471384805738 1893.8684517558495 100 TCGA 1 50 100 1.0 0.0005 25 4082 -47 1894.1048380011546 1895.4526716836133 100 TCGA 1 50 100 1.0 0.0005 25 4082 -48 1892.767858100531 1894.6663272416772 100 TCGA 1 50 100 1.0 0.0005 25 4082 -49 1891.1958492333129 1892.7405877041458 100 TCGA 1 50 100 1.0 0.0005 25 4082 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 81229ae23..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4998.748113312643 5143.95124057789 150 TCGA 1 100 100 0.5 0.0005 25 617 -1 3979.5222180231644 4332.614944841394 150 TCGA 1 100 100 0.5 0.0005 25 617 -2 3278.746422313848 3700.5468688658134 150 TCGA 1 100 100 0.5 0.0005 25 617 -3 2804.12544146424 3263.331027697079 150 TCGA 1 100 100 0.5 0.0005 25 617 -4 2527.8885003852183 2774.663983982412 150 TCGA 1 100 100 0.5 0.0005 25 617 -5 2339.3446316476884 2457.518050457365 150 TCGA 1 100 100 0.5 0.0005 25 617 -6 2230.1712005679956 2266.5494439973304 150 TCGA 1 100 100 0.5 0.0005 25 617 -7 2162.6748133532797 2215.930557327654 150 TCGA 1 100 100 0.5 0.0005 25 617 -8 2117.3688533462337 2250.4858545657976 150 TCGA 1 100 100 0.5 0.0005 25 617 -9 2088.2266695687035 2104.2327040475816 150 TCGA 1 100 100 0.5 0.0005 25 617 -10 2063.4252458928563 2166.9409952595006 150 TCGA 1 100 100 0.5 0.0005 25 617 -11 2050.2354777613205 2050.362853083778 150 TCGA 1 100 100 0.5 0.0005 25 617 -12 2038.3485013815105 2042.6581129524577 150 TCGA 1 100 100 0.5 0.0005 25 617 -13 2030.0874652387788 2045.9489378042556 150 TCGA 1 100 100 0.5 0.0005 25 617 -14 2021.7412482848297 2028.3708287531408 150 TCGA 1 100 100 0.5 0.0005 25 617 -15 2012.8472538635206 2045.3150137896514 150 TCGA 1 100 100 0.5 0.0005 25 617 -16 2003.7599615043182 2009.634500014722 150 TCGA 1 100 100 0.5 0.0005 25 617 -17 2000.4211021241952 2052.1839366510285 150 TCGA 1 100 100 0.5 0.0005 25 617 -18 1996.0426841418198 2002.0775489998823 150 TCGA 1 100 100 0.5 0.0005 25 617 -19 1988.6131445732165 2008.4370914631752 150 TCGA 1 100 100 0.5 0.0005 25 617 -20 1987.452199492022 2026.8724138269472 150 TCGA 1 100 100 0.5 0.0005 25 617 -21 1984.4244101356483 1996.0152336388976 150 TCGA 1 100 100 0.5 0.0005 25 617 -22 1980.380058621546 1990.9231030641488 150 TCGA 1 100 100 0.5 0.0005 25 617 -23 1977.5972220753702 1988.0021537129005 150 TCGA 1 100 100 0.5 0.0005 25 617 -24 1974.214273034841 1971.1348343278894 150 TCGA 1 100 100 0.5 0.0005 25 617 -25 1971.407923639985 1964.4912348608275 150 TCGA 1 100 100 0.5 0.0005 25 617 -26 1968.9581049891344 1958.0246091296326 150 TCGA 1 100 100 0.5 0.0005 25 617 -27 1962.9185698090128 1966.8297941121623 150 TCGA 1 100 100 0.5 0.0005 25 617 -28 1960.6969126443641 1972.649947123312 150 TCGA 1 100 100 0.5 0.0005 25 617 -29 1959.7667182098876 1957.3318693074748 150 TCGA 1 100 100 0.5 0.0005 25 617 -30 1958.4145670091484 1975.0055514388348 150 TCGA 1 100 100 0.5 0.0005 25 617 -31 1952.0173752967075 1956.3350278001335 150 TCGA 1 100 100 0.5 0.0005 25 617 -32 1954.4117519797219 1965.581892003965 150 TCGA 1 100 100 0.5 0.0005 25 617 -33 1950.8429793996436 1944.6299226847127 150 TCGA 1 100 100 0.5 0.0005 25 617 -34 1947.4160705900229 1968.3427605557083 150 TCGA 1 100 100 0.5 0.0005 25 617 -35 1944.7161104526087 1945.0230246692447 150 TCGA 1 100 100 0.5 0.0005 25 617 -36 1942.6257026230387 1956.2411440748665 150 TCGA 1 100 100 0.5 0.0005 25 617 -37 1941.2521914339368 1949.09991056356 150 TCGA 1 100 100 0.5 0.0005 25 617 -38 1937.5443426711922 1946.7836552145493 150 TCGA 1 100 100 0.5 0.0005 25 617 -39 1938.0486259643542 1940.431273187225 150 TCGA 1 100 100 0.5 0.0005 25 617 -40 1935.2832450504773 1955.3067025802843 150 TCGA 1 100 100 0.5 0.0005 25 617 -41 1932.9704155055977 1934.6428112240892 150 TCGA 1 100 100 0.5 0.0005 25 617 -42 1931.1782029538645 1940.03346321451 150 TCGA 1 100 100 0.5 0.0005 25 617 -43 1928.1824463517396 1931.8105775459328 150 TCGA 1 100 100 0.5 0.0005 25 617 -44 1927.909921074914 1929.5034014064463 150 TCGA 1 100 100 0.5 0.0005 25 617 -45 1924.9647380438403 1919.5549181454146 150 TCGA 1 100 100 0.5 0.0005 25 617 -46 1924.4064632108773 1928.0882930276382 150 TCGA 1 100 100 0.5 0.0005 25 617 -47 1923.7460415918176 1935.3113657889055 150 TCGA 1 100 100 0.5 0.0005 25 617 -48 1921.2706974786179 1924.230299446451 150 TCGA 1 100 100 0.5 0.0005 25 617 -49 1919.8560223924833 1923.705206329499 150 TCGA 1 100 100 0.5 0.0005 25 617 -50 1919.0549831720373 1920.2457434879475 150 TCGA 1 100 100 0.5 0.0005 25 617 -51 1917.4960572065713 1917.080903173092 150 TCGA 1 100 100 0.5 0.0005 25 617 -52 1914.8067777377978 1920.3063136728565 150 TCGA 1 100 100 0.5 0.0005 25 617 -53 1914.6499695035413 1911.892548067486 150 TCGA 1 100 100 0.5 0.0005 25 617 -54 1912.6713880404177 1922.5900835966945 150 TCGA 1 100 100 0.5 0.0005 25 617 -55 1911.087645612347 1918.530554996663 150 TCGA 1 100 100 0.5 0.0005 25 617 -56 1909.466018630772 1915.7182230733747 150 TCGA 1 100 100 0.5 0.0005 25 617 -57 1907.4805280342873 1907.5300176419205 150 TCGA 1 100 100 0.5 0.0005 25 617 -58 1908.0296393095455 1908.9759981548366 150 TCGA 1 100 100 0.5 0.0005 25 617 -59 1904.435933346966 1903.1604782947943 150 TCGA 1 100 100 0.5 0.0005 25 617 -60 1904.2792183107158 1910.9818974020493 150 TCGA 1 100 100 0.5 0.0005 25 617 -61 1902.5098669028919 1908.726758180551 150 TCGA 1 100 100 0.5 0.0005 25 617 -62 1901.9934801318202 1903.1166145669756 150 TCGA 1 100 100 0.5 0.0005 25 617 -63 1900.9837634085225 1902.0515823747644 150 TCGA 1 100 100 0.5 0.0005 25 617 -64 1900.372558716379 1898.5673999882224 150 TCGA 1 100 100 0.5 0.0005 25 617 -65 1898.7900879642025 1900.380761228015 150 TCGA 1 100 100 0.5 0.0005 25 617 -66 1897.0814157207706 1898.7652741245288 150 TCGA 1 100 100 0.5 0.0005 25 617 -67 1895.9297657781499 1901.0806939973304 150 TCGA 1 100 100 0.5 0.0005 25 617 -68 1894.7548535041797 1895.2947034979586 150 TCGA 1 100 100 0.5 0.0005 25 617 -69 1894.2682288623653 1895.5685458542714 150 TCGA 1 100 100 0.5 0.0005 25 617 -70 1892.8422457242282 1891.8844595290907 150 TCGA 1 100 100 0.5 0.0005 25 617 -71 1891.817426032394 1895.240551512445 150 TCGA 1 100 100 0.5 0.0005 25 617 -72 1891.6935340258835 1896.9678936675566 150 TCGA 1 100 100 0.5 0.0005 25 617 -73 1889.6011976924829 1892.1367518746074 150 TCGA 1 100 100 0.5 0.0005 25 617 -74 1888.5287896407638 1890.727761733472 150 TCGA 1 100 100 0.5 0.0005 25 617 -75 1887.8545923889822 1888.4674483256124 150 TCGA 1 100 100 0.5 0.0005 25 617 -76 1887.6669682884792 1890.8622188088882 150 TCGA 1 100 100 0.5 0.0005 25 617 -77 1885.7010284536238 1885.250636115146 150 TCGA 1 100 100 0.5 0.0005 25 617 -78 1886.138693920961 1886.0809393647928 150 TCGA 1 100 100 0.5 0.0005 25 617 -79 1883.818656409581 1886.3733560380026 150 TCGA 1 100 100 0.5 0.0005 25 617 -80 1883.375643256999 1886.987370323296 150 TCGA 1 100 100 0.5 0.0005 25 617 -81 1881.408234749645 1883.534812122134 150 TCGA 1 100 100 0.5 0.0005 25 617 -82 1880.7573593178822 1882.730408021553 150 TCGA 1 100 100 0.5 0.0005 25 617 -83 1880.3368144877882 1882.7735736789416 150 TCGA 1 100 100 0.5 0.0005 25 617 -84 1879.6523102177935 1881.29282275636 150 TCGA 1 100 100 0.5 0.0005 25 617 -85 1878.2486762613014 1878.317060154287 150 TCGA 1 100 100 0.5 0.0005 25 617 -86 1877.9869822687251 1877.830995799309 150 TCGA 1 100 100 0.5 0.0005 25 617 -87 1877.3076638682558 1880.4569515055748 150 TCGA 1 100 100 0.5 0.0005 25 617 -88 1876.5120042029575 1878.7037224697708 150 TCGA 1 100 100 0.5 0.0005 25 617 -89 1875.0373278180462 1880.2824731567996 150 TCGA 1 100 100 0.5 0.0005 25 617 -90 1875.3357948143976 1876.8870095104428 150 TCGA 1 100 100 0.5 0.0005 25 617 -91 1873.6280588839174 1878.1675626668498 150 TCGA 1 100 100 0.5 0.0005 25 617 -92 1873.4060326333636 1877.4281772632694 150 TCGA 1 100 100 0.5 0.0005 25 617 -93 1873.1768983316576 1874.7540724864557 150 TCGA 1 100 100 0.5 0.0005 25 617 -94 1870.9998006734456 1874.438228741363 150 TCGA 1 100 100 0.5 0.0005 25 617 -95 1870.8089019846925 1873.244548548406 150 TCGA 1 100 100 0.5 0.0005 25 617 -96 1870.5097318611608 1870.8821720909234 150 TCGA 1 100 100 0.5 0.0005 25 617 -97 1869.8518023213608 1873.0831795697236 150 TCGA 1 100 100 0.5 0.0005 25 617 -98 1868.507626826136 1870.1518241843985 150 TCGA 1 100 100 0.5 0.0005 25 617 -99 1868.1473316048282 1873.3729517951083 150 TCGA 1 100 100 0.5 0.0005 25 617 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index 5e4f03563..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4999.9118901144275 5133.369442426979 150 TCGA 1 100 100 0.0 0.0005 25 6364 -1 3987.1427942244704 4459.177373684831 150 TCGA 1 100 100 0.0 0.0005 25 6364 -2 3263.8261714662367 3806.187426389761 150 TCGA 1 100 100 0.0 0.0005 25 6364 -3 2811.0955595128676 3049.844341335584 150 TCGA 1 100 100 0.0 0.0005 25 6364 -4 2528.259932809143 2834.4455701358356 150 TCGA 1 100 100 0.0 0.0005 25 6364 -5 2349.329724217834 2706.495868011935 150 TCGA 1 100 100 0.0 0.0005 25 6364 -6 2243.822275980334 2405.9917924583856 150 TCGA 1 100 100 0.0 0.0005 25 6364 -7 2174.7680593482723 2300.960470074984 150 TCGA 1 100 100 0.0 0.0005 25 6364 -8 2118.886241532607 2288.1196828870916 150 TCGA 1 100 100 0.0 0.0005 25 6364 -9 2095.189065154236 2186.609868188599 150 TCGA 1 100 100 0.0 0.0005 25 6364 -10 2064.582650335469 2033.585966330677 150 TCGA 1 100 100 0.0 0.0005 25 6364 -11 2053.698116479195 2026.73921671345 150 TCGA 1 100 100 0.0 0.0005 25 6364 -12 2040.1881523996688 2051.789160646985 150 TCGA 1 100 100 0.0 0.0005 25 6364 -13 2027.0411311823525 2060.4438537904366 150 TCGA 1 100 100 0.0 0.0005 25 6364 -14 2021.0319418725671 2054.9458069154366 150 TCGA 1 100 100 0.0 0.0005 25 6364 -15 2011.6859568644745 2012.61234578655 150 TCGA 1 100 100 0.0 0.0005 25 6364 -16 2008.2715725588444 2010.7965609296482 150 TCGA 1 100 100 0.0 0.0005 25 6364 -17 2003.0559328787958 2061.524881487516 150 TCGA 1 100 100 0.0 0.0005 25 6364 -18 2000.5290558546008 2018.036792237555 150 TCGA 1 100 100 0.0 0.0005 25 6364 -19 1994.9494055956518 1999.4891486239792 150 TCGA 1 100 100 0.0 0.0005 25 6364 -20 1992.1871309413457 2000.2954481882066 150 TCGA 1 100 100 0.0 0.0005 25 6364 -21 1985.4240686548835 1987.1707904758166 150 TCGA 1 100 100 0.0 0.0005 25 6364 -22 1983.8764991253558 1995.389748424741 150 TCGA 1 100 100 0.0 0.0005 25 6364 -23 1980.8514684844674 2000.4638678009187 150 TCGA 1 100 100 0.0 0.0005 25 6364 -24 1974.7973279913617 1985.3017694674545 150 TCGA 1 100 100 0.0 0.0005 25 6364 -25 1974.1926168294235 1971.665354359689 150 TCGA 1 100 100 0.0 0.0005 25 6364 -26 1969.768023717748 1967.061863884854 150 TCGA 1 100 100 0.0 0.0005 25 6364 -27 1969.2835556832472 1967.0293674181455 150 TCGA 1 100 100 0.0 0.0005 25 6364 -28 1963.2516326137866 1965.6405569105293 150 TCGA 1 100 100 0.0 0.0005 25 6364 -29 1963.0868651607975 1978.735695690366 150 TCGA 1 100 100 0.0 0.0005 25 6364 -30 1963.7504638917133 1964.2207822560065 150 TCGA 1 100 100 0.0 0.0005 25 6364 -31 1959.8887652365115 1961.1215617884343 150 TCGA 1 100 100 0.0 0.0005 25 6364 -32 1957.060324902965 1960.1810873213724 150 TCGA 1 100 100 0.0 0.0005 25 6364 -33 1953.3680107626801 1952.6667241235475 150 TCGA 1 100 100 0.0 0.0005 25 6364 -34 1949.2761720167045 1957.7415072187107 150 TCGA 1 100 100 0.0 0.0005 25 6364 -35 1947.3059915226875 1972.289434845124 150 TCGA 1 100 100 0.0 0.0005 25 6364 -36 1949.0795880179412 1953.6585227161197 150 TCGA 1 100 100 0.0 0.0005 25 6364 -37 1944.9451892715251 1939.0504469368327 150 TCGA 1 100 100 0.0 0.0005 25 6364 -38 1943.7459067680936 1946.97663549682 150 TCGA 1 100 100 0.0 0.0005 25 6364 -39 1940.8753022531246 1941.2971301821608 150 TCGA 1 100 100 0.0 0.0005 25 6364 -40 1938.782691339867 1937.4078639044833 150 TCGA 1 100 100 0.0 0.0005 25 6364 -41 1937.586845022398 1931.9709852975816 150 TCGA 1 100 100 0.0 0.0005 25 6364 -42 1936.6151972456773 1927.4157432671168 150 TCGA 1 100 100 0.0 0.0005 25 6364 -43 1934.0623883395233 1934.2598042703753 150 TCGA 1 100 100 0.0 0.0005 25 6364 -44 1932.292492622642 1921.9148170049466 150 TCGA 1 100 100 0.0 0.0005 25 6364 -45 1930.286326729755 1932.649467429923 150 TCGA 1 100 100 0.0 0.0005 25 6364 -46 1927.2093790767315 1921.4899203046482 150 TCGA 1 100 100 0.0 0.0005 25 6364 -47 1926.3915073562114 1916.6541410666614 150 TCGA 1 100 100 0.0 0.0005 25 6364 -48 1924.8855003223234 1918.888252910058 150 TCGA 1 100 100 0.0 0.0005 25 6364 -49 1923.8600407525996 1918.7451141204067 150 TCGA 1 100 100 0.0 0.0005 25 6364 -50 1921.2787397580296 1918.4887768922738 150 TCGA 1 100 100 0.0 0.0005 25 6364 -51 1920.3215759733796 1914.3689118198413 150 TCGA 1 100 100 0.0 0.0005 25 6364 -52 1919.472551116109 1915.4386820577497 150 TCGA 1 100 100 0.0 0.0005 25 6364 -53 1917.0169576769867 1913.8407123508166 150 TCGA 1 100 100 0.0 0.0005 25 6364 -54 1915.8207605589525 1915.0509223362908 150 TCGA 1 100 100 0.0 0.0005 25 6364 -55 1914.0177356350807 1908.7946176193468 150 TCGA 1 100 100 0.0 0.0005 25 6364 -56 1912.4027451690731 1908.0109458424938 150 TCGA 1 100 100 0.0 0.0005 25 6364 -57 1911.3882897495491 1907.6764400616364 150 TCGA 1 100 100 0.0 0.0005 25 6364 -58 1910.415278802108 1915.480153452811 150 TCGA 1 100 100 0.0 0.0005 25 6364 -59 1908.800208981541 1904.6639778482256 150 TCGA 1 100 100 0.0 0.0005 25 6364 -60 1905.8236049239504 1906.095683495603 150 TCGA 1 100 100 0.0 0.0005 25 6364 -61 1905.3387045270033 1898.6470665093043 150 TCGA 1 100 100 0.0 0.0005 25 6364 -62 1902.1390374046655 1909.909496824945 150 TCGA 1 100 100 0.0 0.0005 25 6364 -63 1902.8580910339595 1899.4938854428392 150 TCGA 1 100 100 0.0 0.0005 25 6364 -64 1902.4906821069421 1905.7818615784 150 TCGA 1 100 100 0.0 0.0005 25 6364 -65 1900.5692962602202 1896.5663430678785 150 TCGA 1 100 100 0.0 0.0005 25 6364 -66 1898.39936213595 1897.618992791104 150 TCGA 1 100 100 0.0 0.0005 25 6364 -67 1898.0407196259523 1892.4008065228486 150 TCGA 1 100 100 0.0 0.0005 25 6364 -68 1897.7823377597117 1896.9232778884657 150 TCGA 1 100 100 0.0 0.0005 25 6364 -69 1894.9612862294987 1894.248923450259 150 TCGA 1 100 100 0.0 0.0005 25 6364 -70 1895.741907987734 1892.6715032682946 150 TCGA 1 100 100 0.0 0.0005 25 6364 -71 1894.5424760404821 1889.960728937657 150 TCGA 1 100 100 0.0 0.0005 25 6364 -72 1892.6529033876766 1886.7710114292163 150 TCGA 1 100 100 0.0 0.0005 25 6364 -73 1891.7934986705932 1887.599739419755 150 TCGA 1 100 100 0.0 0.0005 25 6364 -74 1890.1773605610672 1885.7508563324434 150 TCGA 1 100 100 0.0 0.0005 25 6364 -75 1889.3476405534936 1885.519335569449 150 TCGA 1 100 100 0.0 0.0005 25 6364 -76 1888.4658230920897 1882.7226764928157 150 TCGA 1 100 100 0.0 0.0005 25 6364 -77 1887.1984545263492 1883.2651931532664 150 TCGA 1 100 100 0.0 0.0005 25 6364 -78 1886.0607421820498 1880.971799304138 150 TCGA 1 100 100 0.0 0.0005 25 6364 -79 1885.3749095407072 1882.7699772053627 150 TCGA 1 100 100 0.0 0.0005 25 6364 -80 1883.2983168167573 1880.3911623547424 150 TCGA 1 100 100 0.0 0.0005 25 6364 -81 1882.8776411279423 1879.8984013082993 150 TCGA 1 100 100 0.0 0.0005 25 6364 -82 1881.82715432369 1878.258958366049 150 TCGA 1 100 100 0.0 0.0005 25 6364 -83 1880.8141553273942 1878.0087988771984 150 TCGA 1 100 100 0.0 0.0005 25 6364 -84 1879.4595352651445 1876.6162790269707 150 TCGA 1 100 100 0.0 0.0005 25 6364 -85 1879.4600576781204 1878.5417756507145 150 TCGA 1 100 100 0.0 0.0005 25 6364 -86 1877.8390604779847 1873.9012898967494 150 TCGA 1 100 100 0.0 0.0005 25 6364 -87 1878.3487093602191 1872.7051051154208 150 TCGA 1 100 100 0.0 0.0005 25 6364 -88 1877.179716208801 1873.180315027285 150 TCGA 1 100 100 0.0 0.0005 25 6364 -89 1876.3660751599953 1875.45717724364 150 TCGA 1 100 100 0.0 0.0005 25 6364 -90 1875.6603500855024 1871.4481127561637 150 TCGA 1 100 100 0.0 0.0005 25 6364 -91 1874.6302131612808 1871.040525503494 150 TCGA 1 100 100 0.0 0.0005 25 6364 -92 1874.2537613979528 1870.6911897132145 150 TCGA 1 100 100 0.0 0.0005 25 6364 -93 1872.8974865669518 1869.3981663689542 150 TCGA 1 100 100 0.0 0.0005 25 6364 -94 1872.747901600564 1871.3676800751805 150 TCGA 1 100 100 0.0 0.0005 25 6364 -95 1871.7343519457563 1867.99714330932 150 TCGA 1 100 100 0.0 0.0005 25 6364 -96 1870.6910176933418 1867.1770332374765 150 TCGA 1 100 100 0.0 0.0005 25 6364 -97 1870.0088008485052 1868.1546170795384 150 TCGA 1 100 100 0.0 0.0005 25 6364 -98 1869.7033885977526 1865.2214281858512 150 TCGA 1 100 100 0.0 0.0005 25 6364 -99 1868.9382870326365 1865.217809015782 150 TCGA 1 100 100 0.0 0.0005 25 6364 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index 38ad390e7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4993.71991039693 5157.88177214196 150 TCGA 1 100 100 1.0 0.0005 25 3420 -1 3974.418819031927 4693.156016900911 150 TCGA 1 100 100 1.0 0.0005 25 3420 -2 3253.4346062564096 3652.6218666575064 150 TCGA 1 100 100 1.0 0.0005 25 3420 -3 2807.969132220829 3135.0444900282664 150 TCGA 1 100 100 1.0 0.0005 25 3420 -4 2526.067379651398 2599.419048366834 150 TCGA 1 100 100 1.0 0.0005 25 3420 -5 2340.1762632907985 2570.610536814934 150 TCGA 1 100 100 1.0 0.0005 25 3420 -6 2243.97332185272 2433.7435959092336 150 TCGA 1 100 100 1.0 0.0005 25 3420 -7 2166.3962860703537 2163.126566671247 150 TCGA 1 100 100 1.0 0.0005 25 3420 -8 2120.2579202772263 2295.3577199964666 150 TCGA 1 100 100 1.0 0.0005 25 3420 -9 2089.7349247047314 2140.421587920069 150 TCGA 1 100 100 1.0 0.0005 25 3420 -10 2071.566183910078 2091.29083773359 150 TCGA 1 100 100 1.0 0.0005 25 3420 -11 2052.684808035543 2066.171619817839 150 TCGA 1 100 100 1.0 0.0005 25 3420 -12 2034.9101383870488 2089.7153651558574 150 TCGA 1 100 100 1.0 0.0005 25 3420 -13 2027.076103884057 2034.2089365283448 150 TCGA 1 100 100 1.0 0.0005 25 3420 -14 2021.0340828923777 1998.5446482902796 150 TCGA 1 100 100 1.0 0.0005 25 3420 -15 2013.8254468244877 2020.357680124254 150 TCGA 1 100 100 1.0 0.0005 25 3420 -16 2005.882740544054 2039.6701218494818 150 TCGA 1 100 100 1.0 0.0005 25 3420 -17 2000.6176975547023 2006.46521793538 150 TCGA 1 100 100 1.0 0.0005 25 3420 -18 1999.8620504504242 2011.662373145022 150 TCGA 1 100 100 1.0 0.0005 25 3420 -19 1993.4911109131485 2017.2467396798445 150 TCGA 1 100 100 1.0 0.0005 25 3420 -20 1988.6520730125171 1987.4869734414258 150 TCGA 1 100 100 1.0 0.0005 25 3420 -21 1983.173575795486 1982.3524863084956 150 TCGA 1 100 100 1.0 0.0005 25 3420 -22 1983.4678487998058 1991.2895624362045 150 TCGA 1 100 100 1.0 0.0005 25 3420 -23 1979.680185210054 1975.41100951535 150 TCGA 1 100 100 1.0 0.0005 25 3420 -24 1977.5540200033442 1971.2115325160962 150 TCGA 1 100 100 1.0 0.0005 25 3420 -25 1972.933248263356 1973.7482210858982 150 TCGA 1 100 100 1.0 0.0005 25 3420 -26 1969.9038557377708 1967.2627106479663 150 TCGA 1 100 100 1.0 0.0005 25 3420 -27 1966.7804600923957 1971.3724984787218 150 TCGA 1 100 100 1.0 0.0005 25 3420 -28 1962.8102588195834 1974.2734424073492 150 TCGA 1 100 100 1.0 0.0005 25 3420 -29 1961.235208454509 1965.6316230812265 150 TCGA 1 100 100 1.0 0.0005 25 3420 -30 1960.211848088122 1954.9350653413553 150 TCGA 1 100 100 1.0 0.0005 25 3420 -31 1955.4823235265776 1958.576439325534 150 TCGA 1 100 100 1.0 0.0005 25 3420 -32 1955.1984742559855 1963.7110117236573 150 TCGA 1 100 100 1.0 0.0005 25 3420 -33 1952.574565749068 1958.1926692790123 150 TCGA 1 100 100 1.0 0.0005 25 3420 -34 1947.5241228459815 1960.8118669519472 150 TCGA 1 100 100 1.0 0.0005 25 3420 -35 1945.1773515546518 1957.574359222872 150 TCGA 1 100 100 1.0 0.0005 25 3420 -36 1944.1212578275424 1937.5502488026068 150 TCGA 1 100 100 1.0 0.0005 25 3420 -37 1943.8339171062053 1936.3809636561714 150 TCGA 1 100 100 1.0 0.0005 25 3420 -38 1940.5259849257948 1938.5127554275282 150 TCGA 1 100 100 1.0 0.0005 25 3420 -39 1938.4085499878133 1951.6516070341945 150 TCGA 1 100 100 1.0 0.0005 25 3420 -40 1935.7208520101774 1940.6152073845792 150 TCGA 1 100 100 1.0 0.0005 25 3420 -41 1934.2605862852213 1933.248682990146 150 TCGA 1 100 100 1.0 0.0005 25 3420 -42 1934.2731712180357 1926.6699654277245 150 TCGA 1 100 100 1.0 0.0005 25 3420 -43 1930.4065851176845 1927.8724359100188 150 TCGA 1 100 100 1.0 0.0005 25 3420 -44 1929.4919960216987 1931.315156716198 150 TCGA 1 100 100 1.0 0.0005 25 3420 -45 1928.0437594751306 1926.6142749882224 150 TCGA 1 100 100 1.0 0.0005 25 3420 -46 1924.9066884666431 1937.499905533527 150 TCGA 1 100 100 1.0 0.0005 25 3420 -47 1922.3093130369514 1927.7646165397298 150 TCGA 1 100 100 1.0 0.0005 25 3420 -48 1922.7090303336074 1920.769146636503 150 TCGA 1 100 100 1.0 0.0005 25 3420 -49 1920.9009441176036 1922.9250929942682 150 TCGA 1 100 100 1.0 0.0005 25 3420 -50 1919.6650140598185 1919.924954361652 150 TCGA 1 100 100 1.0 0.0005 25 3420 -51 1916.0360732829547 1923.700405715099 150 TCGA 1 100 100 1.0 0.0005 25 3420 -52 1915.424803597465 1907.8302965020414 150 TCGA 1 100 100 1.0 0.0005 25 3420 -53 1915.5382567732604 1911.3936105085977 150 TCGA 1 100 100 1.0 0.0005 25 3420 -54 1913.391480868357 1916.8323778315405 150 TCGA 1 100 100 1.0 0.0005 25 3420 -55 1911.7304425482798 1912.5344054255654 150 TCGA 1 100 100 1.0 0.0005 25 3420 -56 1910.6210540727202 1908.1079555492306 150 TCGA 1 100 100 1.0 0.0005 25 3420 -57 1907.703272291001 1906.8812274261934 150 TCGA 1 100 100 1.0 0.0005 25 3420 -58 1906.6451215449156 1904.7981950769472 150 TCGA 1 100 100 1.0 0.0005 25 3420 -59 1905.2817511027886 1902.7588332286432 150 TCGA 1 100 100 1.0 0.0005 25 3420 -60 1904.5500664185674 1911.1582380898633 150 TCGA 1 100 100 1.0 0.0005 25 3420 -61 1904.9197760555464 1900.8137256104742 150 TCGA 1 100 100 1.0 0.0005 25 3420 -62 1902.3919867127984 1902.8539836634343 150 TCGA 1 100 100 1.0 0.0005 25 3420 -63 1901.2932669836198 1899.4571343043342 150 TCGA 1 100 100 1.0 0.0005 25 3420 -64 1900.1625778721118 1899.8556944880654 150 TCGA 1 100 100 1.0 0.0005 25 3420 -65 1898.0551989581227 1900.7035654345948 150 TCGA 1 100 100 1.0 0.0005 25 3420 -66 1897.9317499282756 1895.463054407781 150 TCGA 1 100 100 1.0 0.0005 25 3420 -67 1896.5161647036587 1892.750549009697 150 TCGA 1 100 100 1.0 0.0005 25 3420 -68 1895.1072615853298 1897.2967584504554 150 TCGA 1 100 100 1.0 0.0005 25 3420 -69 1893.5462783420041 1894.0826685919833 150 TCGA 1 100 100 1.0 0.0005 25 3420 -70 1893.557315479393 1889.8681438196843 150 TCGA 1 100 100 1.0 0.0005 25 3420 -71 1891.1783075427381 1886.4426379946608 150 TCGA 1 100 100 1.0 0.0005 25 3420 -72 1890.650777996245 1889.1861805364715 150 TCGA 1 100 100 1.0 0.0005 25 3420 -73 1889.5651563203073 1890.3614078694252 150 TCGA 1 100 100 1.0 0.0005 25 3420 -74 1889.24078046899 1887.265908399419 150 TCGA 1 100 100 1.0 0.0005 25 3420 -75 1888.628966024803 1884.3626708984375 150 TCGA 1 100 100 1.0 0.0005 25 3420 -76 1887.3266545970707 1885.3249750952025 150 TCGA 1 100 100 1.0 0.0005 25 3420 -77 1886.3646011326991 1881.979515497409 150 TCGA 1 100 100 1.0 0.0005 25 3420 -78 1885.3725611144564 1885.105686513623 150 TCGA 1 100 100 1.0 0.0005 25 3420 -79 1885.2301712794049 1882.9928812764997 150 TCGA 1 100 100 1.0 0.0005 25 3420 -80 1882.8242511649205 1882.6142271415672 150 TCGA 1 100 100 1.0 0.0005 25 3420 -81 1883.4326177870194 1883.2714297807397 150 TCGA 1 100 100 1.0 0.0005 25 3420 -82 1882.163883897739 1879.2345203802215 150 TCGA 1 100 100 1.0 0.0005 25 3420 -83 1879.7078017686038 1882.0517854163395 150 TCGA 1 100 100 1.0 0.0005 25 3420 -84 1880.7019693583486 1879.1607574002826 150 TCGA 1 100 100 1.0 0.0005 25 3420 -85 1878.8548961681558 1877.6778030778894 150 TCGA 1 100 100 1.0 0.0005 25 3420 -86 1877.6166437632112 1876.2998341315954 150 TCGA 1 100 100 1.0 0.0005 25 3420 -87 1877.338472594772 1885.2656789808418 150 TCGA 1 100 100 1.0 0.0005 25 3420 -88 1875.8765971058913 1880.1408090255968 150 TCGA 1 100 100 1.0 0.0005 25 3420 -89 1876.8289274702595 1878.3026619915986 150 TCGA 1 100 100 1.0 0.0005 25 3420 -90 1875.1513165417414 1873.5654235533134 150 TCGA 1 100 100 1.0 0.0005 25 3420 -91 1874.9763391654212 1874.9746799181455 150 TCGA 1 100 100 1.0 0.0005 25 3420 -92 1873.4707353491644 1875.4421092277796 150 TCGA 1 100 100 1.0 0.0005 25 3420 -93 1872.8198115607167 1874.5850468161118 150 TCGA 1 100 100 1.0 0.0005 25 3420 -94 1871.9499021202928 1868.9949822353958 150 TCGA 1 100 100 1.0 0.0005 25 3420 -95 1871.3198959975653 1869.002475144276 150 TCGA 1 100 100 1.0 0.0005 25 3420 -96 1870.86655846796 1869.2123544970948 150 TCGA 1 100 100 1.0 0.0005 25 3420 -97 1870.968164119727 1869.3039661196608 150 TCGA 1 100 100 1.0 0.0005 25 3420 -98 1869.825372702097 1870.0923434310223 150 TCGA 1 100 100 1.0 0.0005 25 3420 -99 1868.9973177913578 1868.2923810949278 150 TCGA 1 100 100 1.0 0.0005 25 3420 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index f71a10c60..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5009.946964502787 5183.895139761306 150 TCGA 1 50 100 0.5 0.0005 25 188 -1 4001.133161611011 4465.934913826947 150 TCGA 1 50 100 0.5 0.0005 25 188 -2 3284.355489242661 4010.7329899006754 150 TCGA 1 50 100 0.5 0.0005 25 188 -3 2808.1855037641094 3193.356954449984 150 TCGA 1 50 100 0.5 0.0005 25 188 -4 2528.6108384539552 2706.27869449788 150 TCGA 1 50 100 0.5 0.0005 25 188 -5 2353.4112382734015 2855.778331354036 150 TCGA 1 50 100 0.5 0.0005 25 188 -6 2236.6571307211584 2174.857214539494 150 TCGA 1 50 100 0.5 0.0005 25 188 -7 2176.2567103927004 2308.3064222479584 150 TCGA 1 50 100 0.5 0.0005 25 188 -8 2126.2956298800873 2093.165389937971 150 TCGA 1 50 100 0.5 0.0005 25 188 -9 2086.5353018786973 2136.7482456226444 150 TCGA 1 50 100 0.5 0.0005 25 188 -10 2067.356544314943 2109.059770286982 150 TCGA 1 50 100 0.5 0.0005 25 188 -11 2054.2438886633727 2129.647440081266 150 TCGA 1 50 100 0.5 0.0005 25 188 -12 2036.9098773645044 2045.6346049093122 150 TCGA 1 50 100 0.5 0.0005 25 188 -13 2030.2949849744102 2043.4527434535962 150 TCGA 1 50 100 0.5 0.0005 25 188 -14 2023.799590645471 2037.978987957365 150 TCGA 1 50 100 0.5 0.0005 25 188 -15 2015.6426361829976 2034.0112028649105 150 TCGA 1 50 100 0.5 0.0005 25 188 -16 2008.7787993148256 2029.700314929138 150 TCGA 1 50 100 0.5 0.0005 25 188 -17 2005.034477648611 2003.1564696038788 150 TCGA 1 50 100 0.5 0.0005 25 188 -18 1997.3651831842237 2002.2251749470006 150 TCGA 1 50 100 0.5 0.0005 25 188 -19 1991.768243087324 2014.8845405003533 150 TCGA 1 50 100 0.5 0.0005 25 188 -20 1987.8326645059262 2021.7963499136306 150 TCGA 1 50 100 0.5 0.0005 25 188 -21 1983.5479136127515 1994.6592459367148 150 TCGA 1 50 100 0.5 0.0005 25 188 -22 1981.4689681569118 1989.478462257577 150 TCGA 1 50 100 0.5 0.0005 25 188 -23 1978.5338587266472 1994.95451684693 150 TCGA 1 50 100 0.5 0.0005 25 188 -24 1975.064495472866 1980.922024674152 150 TCGA 1 50 100 0.5 0.0005 25 188 -25 1973.1846288065117 1988.8640467964824 150 TCGA 1 50 100 0.5 0.0005 25 188 -26 1969.7181958806264 1980.6373702006124 150 TCGA 1 50 100 0.5 0.0005 25 188 -27 1966.6424970808857 1973.644352745171 150 TCGA 1 50 100 0.5 0.0005 25 188 -28 1960.971755799205 1966.4787751010913 150 TCGA 1 50 100 0.5 0.0005 25 188 -29 1963.1656114944644 1969.2845440581816 150 TCGA 1 50 100 0.5 0.0005 25 188 -30 1961.1722633250258 1965.544242820548 150 TCGA 1 50 100 0.5 0.0005 25 188 -31 1956.7995318653248 1953.66579663454 150 TCGA 1 50 100 0.5 0.0005 25 188 -32 1955.0261450792107 1959.0434564178313 150 TCGA 1 50 100 0.5 0.0005 25 188 -33 1950.0868676133766 1949.70736433633 150 TCGA 1 50 100 0.5 0.0005 25 188 -34 1949.7470390148655 1956.9697578468515 150 TCGA 1 50 100 0.5 0.0005 25 188 -35 1949.1208374009811 1940.6747623616127 150 TCGA 1 50 100 0.5 0.0005 25 188 -36 1945.4588659290544 1941.807642337665 150 TCGA 1 50 100 0.5 0.0005 25 188 -37 1943.889796995667 1944.3256492423052 150 TCGA 1 50 100 0.5 0.0005 25 188 -38 1941.6081718600665 1953.970015482687 150 TCGA 1 50 100 0.5 0.0005 25 188 -39 1938.5580853030995 1929.3610017862752 150 TCGA 1 50 100 0.5 0.0005 25 188 -40 1936.175854595741 1937.376808971616 150 TCGA 1 50 100 0.5 0.0005 25 188 -41 1935.7554624523218 1933.6766112054413 150 TCGA 1 50 100 0.5 0.0005 25 188 -42 1935.016245161879 1941.6003957777168 150 TCGA 1 50 100 0.5 0.0005 25 188 -43 1931.803340993192 1937.5961208631045 150 TCGA 1 50 100 0.5 0.0005 25 188 -44 1929.081751206342 1924.8920929108433 150 TCGA 1 50 100 0.5 0.0005 25 188 -45 1927.9064247462616 1945.195503273202 150 TCGA 1 50 100 0.5 0.0005 25 188 -46 1928.1833927202656 1920.197360091473 150 TCGA 1 50 100 0.5 0.0005 25 188 -47 1924.6497687463157 1926.4805644433104 150 TCGA 1 50 100 0.5 0.0005 25 188 -48 1923.3325455013378 1926.336400631085 150 TCGA 1 50 100 0.5 0.0005 25 188 -49 1920.4710354767203 1931.521707045972 150 TCGA 1 50 100 0.5 0.0005 25 188 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index d113c6b43..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4995.304368610214 5196.429645787532 150 TCGA 1 50 100 0.0 0.0005 25 6061 -1 3983.3035780894647 4271.471152147456 150 TCGA 1 50 100 0.0 0.0005 25 6061 -2 3271.7956451678306 4232.515865460113 150 TCGA 1 50 100 0.0 0.0005 25 6061 -3 2811.995387979485 3314.128284243483 150 TCGA 1 50 100 0.0 0.0005 25 6061 -4 2523.9311457762883 2571.633673739793 150 TCGA 1 50 100 0.0 0.0005 25 6061 -5 2342.0568388478937 2502.411471419598 150 TCGA 1 50 100 0.0 0.0005 25 6061 -6 2243.2848538469957 2308.224368914887 150 TCGA 1 50 100 0.0 0.0005 25 6061 -7 2172.187980923513 2321.0880697432476 150 TCGA 1 50 100 0.0 0.0005 25 6061 -8 2120.7365736554198 2362.37111215256 150 TCGA 1 50 100 0.0 0.0005 25 6061 -9 2091.25733724467 2093.000593789259 150 TCGA 1 50 100 0.0 0.0005 25 6061 -10 2066.6124582189523 2090.521196068232 150 TCGA 1 50 100 0.0 0.0005 25 6061 -11 2051.9538326780767 2099.41041633951 150 TCGA 1 50 100 0.0 0.0005 25 6061 -12 2036.4742085554462 2042.6555151244504 150 TCGA 1 50 100 0.0 0.0005 25 6061 -13 2026.703687471768 2021.359371319488 150 TCGA 1 50 100 0.0 0.0005 25 6061 -14 2023.642158325209 2086.750885776539 150 TCGA 1 50 100 0.0 0.0005 25 6061 -15 2013.110787385808 2005.075453561754 150 TCGA 1 50 100 0.0 0.0005 25 6061 -16 2006.9044979319854 2017.3319294225032 150 TCGA 1 50 100 0.0 0.0005 25 6061 -17 2002.1049567332343 1999.762646852426 150 TCGA 1 50 100 0.0 0.0005 25 6061 -18 1996.9990737426226 2012.9002164141018 150 TCGA 1 50 100 0.0 0.0005 25 6061 -19 1991.2864378043378 1993.8779462498037 150 TCGA 1 50 100 0.0 0.0005 25 6061 -20 1989.8914299228386 1995.7643423415907 150 TCGA 1 50 100 0.0 0.0005 25 6061 -21 1985.3823714445234 2033.7243873174466 150 TCGA 1 50 100 0.0 0.0005 25 6061 -22 1979.3996708884092 1984.6623093494818 150 TCGA 1 50 100 0.0 0.0005 25 6061 -23 1977.0934213271482 1973.4449235925722 150 TCGA 1 50 100 0.0 0.0005 25 6061 -24 1973.8713805382506 1973.9139925702732 150 TCGA 1 50 100 0.0 0.0005 25 6061 -25 1972.005206007925 1975.8323741510285 150 TCGA 1 50 100 0.0 0.0005 25 6061 -26 1968.452148096864 1992.1179763563914 150 TCGA 1 50 100 0.0 0.0005 25 6061 -27 1966.2069058005784 1974.2094045667793 150 TCGA 1 50 100 0.0 0.0005 25 6061 -28 1961.2592384431202 1970.263942392627 150 TCGA 1 50 100 0.0 0.0005 25 6061 -29 1960.0244363945953 1959.391421830834 150 TCGA 1 50 100 0.0 0.0005 25 6061 -30 1957.652308378359 1961.833702815837 150 TCGA 1 50 100 0.0 0.0005 25 6061 -31 1955.8072337948834 1957.392549294323 150 TCGA 1 50 100 0.0 0.0005 25 6061 -32 1952.1952621948774 1965.422083562343 150 TCGA 1 50 100 0.0 0.0005 25 6061 -33 1950.7845485553983 1965.3304676458465 150 TCGA 1 50 100 0.0 0.0005 25 6061 -34 1950.3597720316816 1946.602729835702 150 TCGA 1 50 100 0.0 0.0005 25 6061 -35 1946.2698709867086 1943.3900164886934 150 TCGA 1 50 100 0.0 0.0005 25 6061 -36 1942.7528940842267 1944.181936292792 150 TCGA 1 50 100 0.0 0.0005 25 6061 -37 1943.6746495618713 1943.955789077222 150 TCGA 1 50 100 0.0 0.0005 25 6061 -38 1938.8507084983282 1944.0470504377356 150 TCGA 1 50 100 0.0 0.0005 25 6061 -39 1938.1168413457094 1961.9120468062972 150 TCGA 1 50 100 0.0 0.0005 25 6061 -40 1936.3541943353925 1934.7831258342494 150 TCGA 1 50 100 0.0 0.0005 25 6061 -41 1933.8764840419942 1934.4840284184595 150 TCGA 1 50 100 0.0 0.0005 25 6061 -42 1933.1691182193272 1936.7373979271356 150 TCGA 1 50 100 0.0 0.0005 25 6061 -43 1931.1932317591336 1929.7864720330167 150 TCGA 1 50 100 0.0 0.0005 25 6061 -44 1927.9048229668447 1932.9619545481312 150 TCGA 1 50 100 0.0 0.0005 25 6061 -45 1926.2908685111297 1926.464797743601 150 TCGA 1 50 100 0.0 0.0005 25 6061 -46 1924.7868806038707 1925.1838029257617 150 TCGA 1 50 100 0.0 0.0005 25 6061 -47 1923.4475337191477 1928.0749683475974 150 TCGA 1 50 100 0.0 0.0005 25 6061 -48 1921.231059521806 1930.7801084278815 150 TCGA 1 50 100 0.0 0.0005 25 6061 -49 1920.3986887258536 1922.0730642960898 150 TCGA 1 50 100 0.0 0.0005 25 6061 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index eef66b2e2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4992.323644737485 5008.95374577968 150 TCGA 1 50 100 1.0 0.0005 25 3878 -1 3988.5312762153458 4402.58104978015 150 TCGA 1 50 100 1.0 0.0005 25 3878 -2 3276.3698679509607 3922.126837802293 150 TCGA 1 50 100 1.0 0.0005 25 3878 -3 2805.850546968743 3409.323848245132 150 TCGA 1 50 100 1.0 0.0005 25 3878 -4 2534.890600719467 3018.054013966316 150 TCGA 1 50 100 1.0 0.0005 25 3878 -5 2344.427880330708 2432.894952055198 150 TCGA 1 50 100 1.0 0.0005 25 3878 -6 2240.342393723752 2325.847935968907 150 TCGA 1 50 100 1.0 0.0005 25 3878 -7 2168.02871961963 2215.180558554491 150 TCGA 1 50 100 1.0 0.0005 25 3878 -8 2122.7827941438077 2191.60519025793 150 TCGA 1 50 100 1.0 0.0005 25 3878 -9 2096.282523433576 2099.2266042124684 150 TCGA 1 50 100 1.0 0.0005 25 3878 -10 2064.4371857156125 2096.2097388799466 150 TCGA 1 50 100 1.0 0.0005 25 3878 -11 2049.2049785366626 2047.124807386542 150 TCGA 1 50 100 1.0 0.0005 25 3878 -12 2039.114507594057 2028.2763941779208 150 TCGA 1 50 100 1.0 0.0005 25 3878 -13 2023.9183806470362 2005.1945794647063 150 TCGA 1 50 100 1.0 0.0005 25 3878 -14 2018.0881451618354 2060.07841698728 150 TCGA 1 50 100 1.0 0.0005 25 3878 -15 2011.3386180599641 2025.0859166437658 150 TCGA 1 50 100 1.0 0.0005 25 3878 -16 2007.1251968194736 2011.587990612241 150 TCGA 1 50 100 1.0 0.0005 25 3878 -17 2002.2591354620486 2015.7560292919677 150 TCGA 1 50 100 1.0 0.0005 25 3878 -18 1999.6274826913316 2015.3212252669598 150 TCGA 1 50 100 1.0 0.0005 25 3878 -19 1989.3460653436837 2021.9057022171403 150 TCGA 1 50 100 1.0 0.0005 25 3878 -20 1987.4900542875662 1987.070855988929 150 TCGA 1 50 100 1.0 0.0005 25 3878 -21 1983.4463923705823 1977.720444875746 150 TCGA 1 50 100 1.0 0.0005 25 3878 -22 1981.743548763159 2003.431547998783 150 TCGA 1 50 100 1.0 0.0005 25 3878 -23 1980.3234585049775 1975.151948094967 150 TCGA 1 50 100 1.0 0.0005 25 3878 -24 1975.3008165398883 1981.1577657574985 150 TCGA 1 50 100 1.0 0.0005 25 3878 -25 1970.0820532142084 1968.7085739979193 150 TCGA 1 50 100 1.0 0.0005 25 3878 -26 1970.2243839421035 1984.9129252218122 150 TCGA 1 50 100 1.0 0.0005 25 3878 -27 1965.6847395268333 1959.9813177214196 150 TCGA 1 50 100 1.0 0.0005 25 3878 -28 1964.347012652365 1960.9537347381438 150 TCGA 1 50 100 1.0 0.0005 25 3878 -29 1960.7283067742633 1962.186769418381 150 TCGA 1 50 100 1.0 0.0005 25 3878 -30 1958.5317570707311 1955.088195494072 150 TCGA 1 50 100 1.0 0.0005 25 3878 -31 1956.017867338579 1978.7586246663002 150 TCGA 1 50 100 1.0 0.0005 25 3878 -32 1952.0861913010617 1950.897738816151 150 TCGA 1 50 100 1.0 0.0005 25 3878 -33 1950.1501511306499 1944.7205988438286 150 TCGA 1 50 100 1.0 0.0005 25 3878 -34 1948.499031531011 1937.5287558397456 150 TCGA 1 50 100 1.0 0.0005 25 3878 -35 1946.1758868335307 1955.4876837802292 150 TCGA 1 50 100 1.0 0.0005 25 3878 -36 1942.544435392308 1943.033921438246 150 TCGA 1 50 100 1.0 0.0005 25 3878 -37 1942.1872010714828 1938.86013257204 150 TCGA 1 50 100 1.0 0.0005 25 3878 -38 1940.727669580585 1940.8544970948492 150 TCGA 1 50 100 1.0 0.0005 25 3878 -39 1937.779030225149 1933.687236229978 150 TCGA 1 50 100 1.0 0.0005 25 3878 -40 1937.2776437821778 1933.73986018962 150 TCGA 1 50 100 1.0 0.0005 25 3878 -41 1933.34193436931 1939.6184167909862 150 TCGA 1 50 100 1.0 0.0005 25 3878 -42 1931.5546262263986 1940.2887680590452 150 TCGA 1 50 100 1.0 0.0005 25 3878 -43 1930.984551272311 1940.554161800212 150 TCGA 1 50 100 1.0 0.0005 25 3878 -44 1928.5300087360868 1938.5286779355763 150 TCGA 1 50 100 1.0 0.0005 25 3878 -45 1927.1009786635427 1926.7569058672268 150 TCGA 1 50 100 1.0 0.0005 25 3878 -46 1924.8376710782934 1926.9593554932867 150 TCGA 1 50 100 1.0 0.0005 25 3878 -47 1923.2418331568203 1925.6406759137485 150 TCGA 1 50 100 1.0 0.0005 25 3878 -48 1923.3916897190936 1924.9668349069566 150 TCGA 1 50 100 1.0 0.0005 25 3878 -49 1921.025973303295 1916.7938201750942 150 TCGA 1 50 100 1.0 0.0005 25 3878 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 551c04032..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4165.5444582285445 3930.726086487123 50 TCGA 1 100 100 0.5 0.0005 25 9514 -1 2681.7507500531938 2453.690953547032 50 TCGA 1 100 100 0.5 0.0005 25 9514 -2 2236.4220234627887 2112.8819365381596 50 TCGA 1 100 100 0.5 0.0005 25 9514 -3 2103.7055442512856 2091.917374960741 50 TCGA 1 100 100 0.5 0.0005 25 9514 -4 2050.8429194749606 2032.5714043852072 50 TCGA 1 100 100 0.5 0.0005 25 9514 -5 2021.7869016688003 2006.2748385482098 50 TCGA 1 100 100 0.5 0.0005 25 9514 -6 2004.96542333532 2018.2467991814542 50 TCGA 1 100 100 0.5 0.0005 25 9514 -7 1991.7597706119109 1987.9738419882617 50 TCGA 1 100 100 0.5 0.0005 25 9514 -8 1980.4462877953342 1972.773439340256 50 TCGA 1 100 100 0.5 0.0005 25 9514 -9 1971.4888990138015 1971.1922061479272 50 TCGA 1 100 100 0.5 0.0005 25 9514 -10 1961.969756265958 1956.7666021759187 50 TCGA 1 100 100 0.5 0.0005 25 9514 -11 1954.5659352321818 1952.5876796089824 50 TCGA 1 100 100 0.5 0.0005 25 9514 -12 1949.300774900545 1939.2269961869897 50 TCGA 1 100 100 0.5 0.0005 25 9514 -13 1942.827666108823 1942.3557509225816 50 TCGA 1 100 100 0.5 0.0005 25 9514 -14 1937.217778955803 1935.2080979850423 50 TCGA 1 100 100 0.5 0.0005 25 9514 -15 1933.0869179866265 1926.0573436027796 50 TCGA 1 100 100 0.5 0.0005 25 9514 -16 1928.3698711938152 1921.9953527402638 50 TCGA 1 100 100 0.5 0.0005 25 9514 -17 1922.4169687653696 1914.0365953301664 50 TCGA 1 100 100 0.5 0.0005 25 9514 -18 1917.3935256244376 1913.6909314639604 50 TCGA 1 100 100 0.5 0.0005 25 9514 -19 1913.6678300021495 1902.1191645483275 50 TCGA 1 100 100 0.5 0.0005 25 9514 -20 1909.1083716498858 1903.4968194242697 50 TCGA 1 100 100 0.5 0.0005 25 9514 -21 1904.709161982604 1900.971806051743 50 TCGA 1 100 100 0.5 0.0005 25 9514 -22 1901.9648521977724 1897.828916310066 50 TCGA 1 100 100 0.5 0.0005 25 9514 -23 1898.7599035553242 1892.2705194674545 50 TCGA 1 100 100 0.5 0.0005 25 9514 -24 1896.5282422251062 1891.6877251246467 50 TCGA 1 100 100 0.5 0.0005 25 9514 -25 1893.7409587578657 1885.729175050055 50 TCGA 1 100 100 0.5 0.0005 25 9514 -26 1889.929366661776 1890.4508124116678 50 TCGA 1 100 100 0.5 0.0005 25 9514 -27 1887.2203893175028 1884.6030604683574 50 TCGA 1 100 100 0.5 0.0005 25 9514 -28 1884.5793278810502 1883.6541821657113 50 TCGA 1 100 100 0.5 0.0005 25 9514 -29 1882.8148790562389 1879.649449640782 50 TCGA 1 100 100 0.5 0.0005 25 9514 -30 1880.7245609774388 1876.7886956756438 50 TCGA 1 100 100 0.5 0.0005 25 9514 -31 1878.4221288010617 1874.354561503808 50 TCGA 1 100 100 0.5 0.0005 25 9514 -32 1875.5350840896724 1874.0578693025675 50 TCGA 1 100 100 0.5 0.0005 25 9514 -33 1873.6094929145534 1871.1246742746937 50 TCGA 1 100 100 0.5 0.0005 25 9514 -34 1872.4934032162141 1870.979033963764 50 TCGA 1 100 100 0.5 0.0005 25 9514 -35 1870.0986363006125 1867.6111704764055 50 TCGA 1 100 100 0.5 0.0005 25 9514 -36 1869.211383433384 1865.2354362142744 50 TCGA 1 100 100 0.5 0.0005 25 9514 -37 1866.9067014108107 1865.1171954744425 50 TCGA 1 100 100 0.5 0.0005 25 9514 -38 1865.6817638943512 1864.736363703282 50 TCGA 1 100 100 0.5 0.0005 25 9514 -39 1864.2861899303423 1863.006522480567 50 TCGA 1 100 100 0.5 0.0005 25 9514 -40 1863.306202103855 1859.958880707247 50 TCGA 1 100 100 0.5 0.0005 25 9514 -41 1861.6605800556704 1858.9575673779052 50 TCGA 1 100 100 0.5 0.0005 25 9514 -42 1860.2031039350704 1858.0102637209484 50 TCGA 1 100 100 0.5 0.0005 25 9514 -43 1858.9530743678667 1856.9978370858198 50 TCGA 1 100 100 0.5 0.0005 25 9514 -44 1858.0610257683222 1855.8644909115892 50 TCGA 1 100 100 0.5 0.0005 25 9514 -45 1857.0618665260668 1854.2807641724246 50 TCGA 1 100 100 0.5 0.0005 25 9514 -46 1856.1732987085481 1856.2971896837705 50 TCGA 1 100 100 0.5 0.0005 25 9514 -47 1855.0929087244888 1852.4461050369032 50 TCGA 1 100 100 0.5 0.0005 25 9514 -48 1853.991648436737 1852.2749293341708 50 TCGA 1 100 100 0.5 0.0005 25 9514 -49 1853.1160302641722 1851.4097722499214 50 TCGA 1 100 100 0.5 0.0005 25 9514 -50 1852.0443265250465 1850.2966922012406 50 TCGA 1 100 100 0.5 0.0005 25 9514 -51 1851.7935190269998 1851.8348591100032 50 TCGA 1 100 100 0.5 0.0005 25 9514 -52 1850.586521949602 1849.0872269060144 50 TCGA 1 100 100 0.5 0.0005 25 9514 -53 1849.8123083718187 1847.8786185566505 50 TCGA 1 100 100 0.5 0.0005 25 9514 -54 1849.4876986534578 1848.7401037168263 50 TCGA 1 100 100 0.5 0.0005 25 9514 -55 1848.6012245618494 1846.331129524576 50 TCGA 1 100 100 0.5 0.0005 25 9514 -56 1847.8825771750344 1846.407921565837 50 TCGA 1 100 100 0.5 0.0005 25 9514 -57 1847.524902152994 1845.399285858001 50 TCGA 1 100 100 0.5 0.0005 25 9514 -58 1846.9362467184492 1845.3773886522456 50 TCGA 1 100 100 0.5 0.0005 25 9514 -59 1846.0808877213644 1844.9186146798445 50 TCGA 1 100 100 0.5 0.0005 25 9514 -60 1845.7645050706255 1843.3847490626963 50 TCGA 1 100 100 0.5 0.0005 25 9514 -61 1845.1505636272054 1843.8117074630968 50 TCGA 1 100 100 0.5 0.0005 25 9514 -62 1844.6879915649808 1843.5786022397142 50 TCGA 1 100 100 0.5 0.0005 25 9514 -63 1844.4334327109304 1842.6153214804492 50 TCGA 1 100 100 0.5 0.0005 25 9514 -64 1843.8612548882627 1840.9820274468043 50 TCGA 1 100 100 0.5 0.0005 25 9514 -65 1843.591217044422 1841.3983368993404 50 TCGA 1 100 100 0.5 0.0005 25 9514 -66 1843.0156530956563 1841.7691079911276 50 TCGA 1 100 100 0.5 0.0005 25 9514 -67 1842.5959291710412 1841.1306661481235 50 TCGA 1 100 100 0.5 0.0005 25 9514 -68 1842.339642638513 1840.4628900115813 50 TCGA 1 100 100 0.5 0.0005 25 9514 -69 1841.8233493379562 1839.9995246005417 50 TCGA 1 100 100 0.5 0.0005 25 9514 -70 1841.5559606338163 1839.7972037923994 50 TCGA 1 100 100 0.5 0.0005 25 9514 -71 1841.3087767396526 1839.0860994425252 50 TCGA 1 100 100 0.5 0.0005 25 9514 -72 1841.0056822170357 1839.2639491402324 50 TCGA 1 100 100 0.5 0.0005 25 9514 -73 1840.5879498139093 1839.3883265202967 50 TCGA 1 100 100 0.5 0.0005 25 9514 -74 1840.42297758419 1838.2020355684674 50 TCGA 1 100 100 0.5 0.0005 25 9514 -75 1839.7206401754695 1839.2769382802685 50 TCGA 1 100 100 0.5 0.0005 25 9514 -76 1839.7648878909738 1838.3309645149577 50 TCGA 1 100 100 0.5 0.0005 25 9514 -77 1839.6728140925413 1839.20710424682 50 TCGA 1 100 100 0.5 0.0005 25 9514 -78 1839.1538571684418 1837.4957256988066 50 TCGA 1 100 100 0.5 0.0005 25 9514 -79 1838.8593893748387 1837.0987137837626 50 TCGA 1 100 100 0.5 0.0005 25 9514 -80 1839.0176822778596 1836.7399019020886 50 TCGA 1 100 100 0.5 0.0005 25 9514 -81 1838.4830634560699 1836.7876823080244 50 TCGA 1 100 100 0.5 0.0005 25 9514 -82 1838.230794302626 1836.209989768177 50 TCGA 1 100 100 0.5 0.0005 25 9514 -83 1838.1662103734068 1836.0718601552685 50 TCGA 1 100 100 0.5 0.0005 25 9514 -84 1837.8929662728951 1836.366267985435 50 TCGA 1 100 100 0.5 0.0005 25 9514 -85 1837.7649995105742 1836.265231185223 50 TCGA 1 100 100 0.5 0.0005 25 9514 -86 1837.5182997282761 1836.5282037629554 50 TCGA 1 100 100 0.5 0.0005 25 9514 -87 1837.2833512744037 1835.4550450003926 50 TCGA 1 100 100 0.5 0.0005 25 9514 -88 1837.0963858957734 1835.836211698139 50 TCGA 1 100 100 0.5 0.0005 25 9514 -89 1837.0244044293142 1835.4311106312814 50 TCGA 1 100 100 0.5 0.0005 25 9514 -90 1836.8093285835778 1835.063027540044 50 TCGA 1 100 100 0.5 0.0005 25 9514 -91 1836.6726250123174 1835.078837792478 50 TCGA 1 100 100 0.5 0.0005 25 9514 -92 1836.4863055748976 1834.7344308210977 50 TCGA 1 100 100 0.5 0.0005 25 9514 -93 1836.5178482220872 1834.691896371506 50 TCGA 1 100 100 0.5 0.0005 25 9514 -94 1836.0933098846785 1835.3190200268923 50 TCGA 1 100 100 0.5 0.0005 25 9514 -95 1836.2540166705617 1834.317073036079 50 TCGA 1 100 100 0.5 0.0005 25 9514 -96 1835.9037078472504 1834.3397486701083 50 TCGA 1 100 100 0.5 0.0005 25 9514 -97 1835.805940386413 1834.2102860493876 50 TCGA 1 100 100 0.5 0.0005 25 9514 -98 1835.8648057868004 1834.0469400223776 50 TCGA 1 100 100 0.5 0.0005 25 9514 -99 1835.6965478504724 1833.6879496358747 50 TCGA 1 100 100 0.5 0.0005 25 9514 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index 618e84cb9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4172.401825165773 3255.1372634657664 50 TCGA 1 100 100 0.0 0.0005 25 8412 -1 2653.779952721905 2586.856354526539 50 TCGA 1 100 100 0.0 0.0005 25 8412 -2 2227.37380270538 2263.069584985474 50 TCGA 1 100 100 0.0 0.0005 25 8412 -3 2097.432369667766 2118.5464173896826 50 TCGA 1 100 100 0.0 0.0005 25 8412 -4 2049.781028150594 2033.9137177587154 50 TCGA 1 100 100 0.0 0.0005 25 8412 -5 2027.033616439082 2011.3129612908292 50 TCGA 1 100 100 0.0 0.0005 25 8412 -6 1999.225259117708 2009.0542433848932 50 TCGA 1 100 100 0.0 0.0005 25 8412 -7 1988.8713416103699 1974.580197741638 50 TCGA 1 100 100 0.0 0.0005 25 8412 -8 1976.7758521322614 1968.0637378788474 50 TCGA 1 100 100 0.0 0.0005 25 8412 -9 1965.6640842189506 1962.2611580853486 50 TCGA 1 100 100 0.0 0.0005 25 8412 -10 1960.9068570133297 1959.7404282152952 50 TCGA 1 100 100 0.0 0.0005 25 8412 -11 1950.7533904862385 1956.6857689325534 50 TCGA 1 100 100 0.0 0.0005 25 8412 -12 1945.8144152326527 1952.306620995603 50 TCGA 1 100 100 0.0 0.0005 25 8412 -13 1939.5532079407753 1934.3008021062342 50 TCGA 1 100 100 0.0 0.0005 25 8412 -14 1935.0197414905315 1929.117558004868 50 TCGA 1 100 100 0.0 0.0005 25 8412 -15 1928.414417756084 1928.6467512121153 50 TCGA 1 100 100 0.0 0.0005 25 8412 -16 1924.5154379090902 1918.4273908605528 50 TCGA 1 100 100 0.0 0.0005 25 8412 -17 1920.8982361023786 1918.1703420667793 50 TCGA 1 100 100 0.0 0.0005 25 8412 -18 1916.3025481016166 1911.695681164612 50 TCGA 1 100 100 0.0 0.0005 25 8412 -19 1911.6905744986711 1908.1750856332444 50 TCGA 1 100 100 0.0 0.0005 25 8412 -20 1908.667943978951 1906.330560885482 50 TCGA 1 100 100 0.0 0.0005 25 8412 -21 1905.5915937878242 1901.4700890929255 50 TCGA 1 100 100 0.0 0.0005 25 8412 -22 1901.7833369813177 1902.455755339196 50 TCGA 1 100 100 0.0 0.0005 25 8412 -23 1897.9962778841893 1894.7951727632303 50 TCGA 1 100 100 0.0 0.0005 25 8412 -24 1894.2236353332064 1896.633398928235 50 TCGA 1 100 100 0.0 0.0005 25 8412 -25 1891.6680831628155 1895.210208758637 50 TCGA 1 100 100 0.0 0.0005 25 8412 -26 1889.0536806890243 1885.8986939089982 50 TCGA 1 100 100 0.0 0.0005 25 8412 -27 1886.8548252204923 1882.1529485807946 50 TCGA 1 100 100 0.0 0.0005 25 8412 -28 1884.6308298759234 1885.0071825190405 50 TCGA 1 100 100 0.0 0.0005 25 8412 -29 1882.9882094439338 1881.539955024144 50 TCGA 1 100 100 0.0 0.0005 25 8412 -30 1880.252120908662 1880.7746005417714 50 TCGA 1 100 100 0.0 0.0005 25 8412 -31 1876.9569082804085 1877.081753371349 50 TCGA 1 100 100 0.0 0.0005 25 8412 -32 1875.432637489405 1873.957765512131 50 TCGA 1 100 100 0.0 0.0005 25 8412 -33 1874.1841979837402 1873.5818177803078 50 TCGA 1 100 100 0.0 0.0005 25 8412 -34 1871.8317535771685 1870.4458823659313 50 TCGA 1 100 100 0.0 0.0005 25 8412 -35 1870.4468821233797 1870.274534905975 50 TCGA 1 100 100 0.0 0.0005 25 8412 -36 1868.7507176518986 1867.376781981195 50 TCGA 1 100 100 0.0 0.0005 25 8412 -37 1866.887516928246 1869.4878291604507 50 TCGA 1 100 100 0.0 0.0005 25 8412 -38 1865.4806247340314 1868.5354151126728 50 TCGA 1 100 100 0.0 0.0005 25 8412 -39 1863.6912008192487 1862.7645803480293 50 TCGA 1 100 100 0.0 0.0005 25 8412 -40 1862.4363521521 1863.2599337017116 50 TCGA 1 100 100 0.0 0.0005 25 8412 -41 1861.926524027209 1862.1561720958307 50 TCGA 1 100 100 0.0 0.0005 25 8412 -42 1860.374563154784 1859.39839640095 50 TCGA 1 100 100 0.0 0.0005 25 8412 -43 1859.2134677986173 1858.763980424584 50 TCGA 1 100 100 0.0 0.0005 25 8412 -44 1858.0846445139184 1856.739287870014 50 TCGA 1 100 100 0.0 0.0005 25 8412 -45 1856.7433591924191 1855.19406664671 50 TCGA 1 100 100 0.0 0.0005 25 8412 -46 1856.0562384429022 1855.694132895925 50 TCGA 1 100 100 0.0 0.0005 25 8412 -47 1854.9315071229437 1855.7597429285097 50 TCGA 1 100 100 0.0 0.0005 25 8412 -48 1854.0434072575194 1853.908374268805 50 TCGA 1 100 100 0.0 0.0005 25 8412 -49 1852.724960720583 1853.2533265693703 50 TCGA 1 100 100 0.0 0.0005 25 8412 -50 1852.0973281085405 1854.453201677332 50 TCGA 1 100 100 0.0 0.0005 25 8412 -51 1851.5000341998532 1851.25188012818 50 TCGA 1 100 100 0.0 0.0005 25 8412 -52 1850.4647271707397 1849.6141559850032 50 TCGA 1 100 100 0.0 0.0005 25 8412 -53 1849.82111048749 1849.69621606568 50 TCGA 1 100 100 0.0 0.0005 25 8412 -54 1849.2597357307857 1849.8425814374607 50 TCGA 1 100 100 0.0 0.0005 25 8412 -55 1848.52970935793 1848.536811866952 50 TCGA 1 100 100 0.0 0.0005 25 8412 -56 1847.9916599774842 1847.904125731195 50 TCGA 1 100 100 0.0 0.0005 25 8412 -57 1847.126865513424 1849.0269622035962 50 TCGA 1 100 100 0.0 0.0005 25 8412 -58 1846.7738915405205 1846.4720943585114 50 TCGA 1 100 100 0.0 0.0005 25 8412 -59 1845.9007369836722 1847.0341165053785 50 TCGA 1 100 100 0.0 0.0005 25 8412 -60 1845.5199396316727 1847.176568879554 50 TCGA 1 100 100 0.0 0.0005 25 8412 -61 1845.1978849557272 1845.271797831933 50 TCGA 1 100 100 0.0 0.0005 25 8412 -62 1844.749947828192 1844.303766145179 50 TCGA 1 100 100 0.0 0.0005 25 8412 -63 1844.1028614131478 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1839.381615450638 1839.5515756271593 50 TCGA 1 100 100 0.0 0.0005 25 8412 -77 1839.3131662158644 1840.0586391429806 50 TCGA 1 100 100 0.0 0.0005 25 8412 -78 1839.2951398956575 1839.1822724462154 50 TCGA 1 100 100 0.0 0.0005 25 8412 -79 1838.8937396255903 1839.0271358010757 50 TCGA 1 100 100 0.0 0.0005 25 8412 -80 1838.4952257141256 1839.3013774929334 50 TCGA 1 100 100 0.0 0.0005 25 8412 -81 1838.3831992308494 1839.0863037109375 50 TCGA 1 100 100 0.0 0.0005 25 8412 -82 1838.3325654217304 1838.6080334534 50 TCGA 1 100 100 0.0 0.0005 25 8412 -83 1837.7781223757404 1837.8604668852072 50 TCGA 1 100 100 0.0 0.0005 25 8412 -84 1837.788254865699 1837.9801080598304 50 TCGA 1 100 100 0.0 0.0005 25 8412 -85 1837.3564002531716 1838.2299534783292 50 TCGA 1 100 100 0.0 0.0005 25 8412 -86 1837.3358111104233 1838.0880574748744 50 TCGA 1 100 100 0.0 0.0005 25 8412 -87 1837.13201047938 1837.1140339146907 50 TCGA 1 100 100 0.0 0.0005 25 8412 -88 1837.1152217714684 1837.449518098304 50 TCGA 1 100 100 0.0 0.0005 25 8412 -89 1836.8351876511879 1837.1660113310695 50 TCGA 1 100 100 0.0 0.0005 25 8412 -90 1836.5713071162074 1836.9895878317368 50 TCGA 1 100 100 0.0 0.0005 25 8412 -91 1836.5401837237912 1837.5910442103093 50 TCGA 1 100 100 0.0 0.0005 25 8412 -92 1836.4658303953252 1836.9379306198964 50 TCGA 1 100 100 0.0 0.0005 25 8412 -93 1836.3090825353913 1837.5873600178627 50 TCGA 1 100 100 0.0 0.0005 25 8412 -94 1836.1302562721712 1836.5961779110396 50 TCGA 1 100 100 0.0 0.0005 25 8412 -95 1835.9729584758736 1836.366702899262 50 TCGA 1 100 100 0.0 0.0005 25 8412 -96 1835.802327260493 1836.2922982834093 50 TCGA 1 100 100 0.0 0.0005 25 8412 -97 1835.651457469662 1836.1654144747174 50 TCGA 1 100 100 0.0 0.0005 25 8412 -98 1835.507332652897 1836.2121784459407 50 TCGA 1 100 100 0.0 0.0005 25 8412 -99 1835.5071233933973 1835.913036250589 50 TCGA 1 100 100 0.0 0.0005 25 8412 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index c67921683..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4171.530030741172 4035.3788915279524 50 TCGA 1 100 100 1.0 0.0005 25 9468 -1 2669.4796891568535 2541.7818339745604 50 TCGA 1 100 100 1.0 0.0005 25 9468 -2 2232.2816565013622 2102.042295216316 50 TCGA 1 100 100 1.0 0.0005 25 9468 -3 2103.7738637991256 2059.6731594986654 50 TCGA 1 100 100 1.0 0.0005 25 9468 -4 2051.673047060306 2096.422533811636 50 TCGA 1 100 100 1.0 0.0005 25 9468 -5 2025.8379769830356 2013.7260447746546 50 TCGA 1 100 100 1.0 0.0005 25 9468 -6 2000.3359740979306 1997.35700659057 50 TCGA 1 100 100 1.0 0.0005 25 9468 -7 1990.592867834545 1981.1723467189463 50 TCGA 1 100 100 1.0 0.0005 25 9468 -8 1978.283742964913 1974.2580357843908 50 TCGA 1 100 100 1.0 0.0005 25 9468 -9 1969.757315811854 1974.953586904248 50 TCGA 1 100 100 1.0 0.0005 25 9468 -10 1962.5541819416926 1951.2561145571608 50 TCGA 1 100 100 1.0 0.0005 25 9468 -11 1954.8147491512987 1944.926930796561 50 TCGA 1 100 100 1.0 0.0005 25 9468 -12 1946.4757155426805 1946.3110535588096 50 TCGA 1 100 100 1.0 0.0005 25 9468 -13 1940.7174665108498 1941.6507770787532 50 TCGA 1 100 100 1.0 0.0005 25 9468 -14 1937.0734660398455 1935.239726464353 50 TCGA 1 100 100 1.0 0.0005 25 9468 -15 1931.0193869020939 1923.5585962036746 50 TCGA 1 100 100 1.0 0.0005 25 9468 -16 1925.9106126204706 1920.414438525636 50 TCGA 1 100 100 1.0 0.0005 25 9468 -17 1921.7032076927924 1915.8133563324434 50 TCGA 1 100 100 1.0 0.0005 25 9468 -18 1917.1915191503917 1915.7608280661118 50 TCGA 1 100 100 1.0 0.0005 25 9468 -19 1913.5249396638287 1904.573217037335 50 TCGA 1 100 100 1.0 0.0005 25 9468 -20 1910.424960780535 1901.289985695077 50 TCGA 1 100 100 1.0 0.0005 25 9468 -21 1905.9532123254419 1898.2308631781957 50 TCGA 1 100 100 1.0 0.0005 25 9468 -22 1902.575949494202 1895.6465009373037 50 TCGA 1 100 100 1.0 0.0005 25 9468 -23 1898.955615171698 1901.639844118051 50 TCGA 1 100 100 1.0 0.0005 25 9468 -24 1895.753521699221 1888.847825553549 50 TCGA 1 100 100 1.0 0.0005 25 9468 -25 1893.3950627920203 1886.4758073816347 50 TCGA 1 100 100 1.0 0.0005 25 9468 -26 1889.609677702764 1886.524782727112 50 TCGA 1 100 100 1.0 0.0005 25 9468 -27 1887.9329075047394 1882.7802194566582 50 TCGA 1 100 100 1.0 0.0005 25 9468 -28 1885.8982925525745 1882.068938442211 50 TCGA 1 100 100 1.0 0.0005 25 9468 -29 1883.0274088114736 1878.6107324954853 50 TCGA 1 100 100 1.0 0.0005 25 9468 -30 1880.7742096400311 1876.3055370848383 50 TCGA 1 100 100 1.0 0.0005 25 9468 -31 1878.740886842796 1872.8921260354507 50 TCGA 1 100 100 1.0 0.0005 25 9468 -32 1876.680243336179 1872.3730726385836 50 TCGA 1 100 100 1.0 0.0005 25 9468 -33 1874.249615203963 1868.456564438403 50 TCGA 1 100 100 1.0 0.0005 25 9468 -34 1872.3662505057764 1867.6752604575613 50 TCGA 1 100 100 1.0 0.0005 25 9468 -35 1870.9440026728753 1866.798698080245 50 TCGA 1 100 100 1.0 0.0005 25 9468 -36 1869.2815443231186 1863.8364619729507 50 TCGA 1 100 100 1.0 0.0005 25 9468 -37 1867.288893817059 1868.0019347224404 50 TCGA 1 100 100 1.0 0.0005 25 9468 -38 1866.1124582325776 1859.7985882783055 50 TCGA 1 100 100 1.0 0.0005 25 9468 -39 1864.5687939856439 1859.5000331246074 50 TCGA 1 100 100 1.0 0.0005 25 9468 -40 1863.033721818231 1857.2646097921247 50 TCGA 1 100 100 1.0 0.0005 25 9468 -41 1862.3148509333316 1857.1721786422347 50 TCGA 1 100 100 1.0 0.0005 25 9468 -42 1860.6626048641076 1854.8068798582758 50 TCGA 1 100 100 1.0 0.0005 25 9468 -43 1859.3676827029733 1855.550726042321 50 TCGA 1 100 100 1.0 0.0005 25 9468 -44 1858.9057624545237 1856.2410759853958 50 TCGA 1 100 100 1.0 0.0005 25 9468 -45 1857.3595935929259 1852.2549429275282 50 TCGA 1 100 100 1.0 0.0005 25 9468 -46 1856.1185505889678 1851.8794018922738 50 TCGA 1 100 100 1.0 0.0005 25 9468 -47 1855.2155944027131 1849.5956982176508 50 TCGA 1 100 100 1.0 0.0005 25 9468 -48 1854.1698043010824 1849.593464760325 50 TCGA 1 100 100 1.0 0.0005 25 9468 -49 1853.2764989863763 1848.6847942103093 50 TCGA 1 100 100 1.0 0.0005 25 9468 -50 1852.641803913902 1847.613222361809 50 TCGA 1 100 100 1.0 0.0005 25 9468 -51 1851.6243104437576 1847.4731629338096 50 TCGA 1 100 100 1.0 0.0005 25 9468 -52 1851.0614335504756 1846.9742069723618 50 TCGA 1 100 100 1.0 0.0005 25 9468 -53 1849.7357517007817 1844.7824633421012 50 TCGA 1 100 100 1.0 0.0005 25 9468 -54 1849.3195417361383 1844.5734973696608 50 TCGA 1 100 100 1.0 0.0005 25 9468 -55 1848.6223627553081 1844.359179319449 50 TCGA 1 100 100 1.0 0.0005 25 9468 -56 1848.2956205875378 1843.4471147240106 50 TCGA 1 100 100 1.0 0.0005 25 9468 -57 1847.2409700397295 1846.0843346370525 50 TCGA 1 100 100 1.0 0.0005 25 9468 -58 1846.79649615828 1842.773173729978 50 TCGA 1 100 100 1.0 0.0005 25 9468 -59 1846.5342657866522 1843.3590425270886 50 TCGA 1 100 100 1.0 0.0005 25 9468 -60 1846.2377138049465 1840.935233418067 50 TCGA 1 100 100 1.0 0.0005 25 9468 -61 1845.3242218020985 1840.3458767224795 50 TCGA 1 100 100 1.0 0.0005 25 9468 -62 1844.8558907707377 1840.0720521553078 50 TCGA 1 100 100 1.0 0.0005 25 9468 -63 1844.174049661021 1839.5660884991364 50 TCGA 1 100 100 1.0 0.0005 25 9468 -64 1844.0287505085014 1839.3740222106626 50 TCGA 1 100 100 1.0 0.0005 25 9468 -65 1843.7577450540746 1838.979896430394 50 TCGA 1 100 100 1.0 0.0005 25 9468 -66 1843.2163003639846 1839.5262806954695 50 TCGA 1 100 100 1.0 0.0005 25 9468 -67 1842.5418640811179 1838.704748719182 50 TCGA 1 100 100 1.0 0.0005 25 9468 -68 1842.398335663465 1838.5054999116678 50 TCGA 1 100 100 1.0 0.0005 25 9468 -69 1842.2762749160238 1837.357140315837 50 TCGA 1 100 100 1.0 0.0005 25 9468 -70 1841.6943314274795 1837.3157750422033 50 TCGA 1 100 100 1.0 0.0005 25 9468 -71 1841.4336576669366 1836.932157736927 50 TCGA 1 100 100 1.0 0.0005 25 9468 -72 1840.997529394433 1836.4424055089903 50 TCGA 1 100 100 1.0 0.0005 25 9468 -73 1840.761887214934 1836.3450252973853 50 TCGA 1 100 100 1.0 0.0005 25 9468 -74 1840.3073855550285 1836.0330307543577 50 TCGA 1 100 100 1.0 0.0005 25 9468 -75 1840.281729070453 1835.7029667379868 50 TCGA 1 100 100 1.0 0.0005 25 9468 -76 1840.2528965913075 1835.9174424367934 50 TCGA 1 100 100 1.0 0.0005 25 9468 -77 1839.760521019366 1834.9136656181297 50 TCGA 1 100 100 1.0 0.0005 25 9468 -78 1839.4603840482728 1834.9487047051664 50 TCGA 1 100 100 1.0 0.0005 25 9468 -79 1839.2965973680448 1834.2602348902717 50 TCGA 1 100 100 1.0 0.0005 25 9468 -80 1839.0402856148278 1834.0088902765783 50 TCGA 1 100 100 1.0 0.0005 25 9468 -81 1838.8424848506913 1833.8061210593985 50 TCGA 1 100 100 1.0 0.0005 25 9468 -82 1838.7553423031964 1834.586354624686 50 TCGA 1 100 100 1.0 0.0005 25 9468 -83 1838.3983302405402 1833.9750945891567 50 TCGA 1 100 100 1.0 0.0005 25 9468 -84 1838.2209958539422 1833.7208497320587 50 TCGA 1 100 100 1.0 0.0005 25 9468 -85 1837.8886362444757 1833.759500014722 50 TCGA 1 100 100 1.0 0.0005 25 9468 -86 1837.7853625527796 1832.7003081815326 50 TCGA 1 100 100 1.0 0.0005 25 9468 -87 1837.6213553039368 1833.055829685537 50 TCGA 1 100 100 1.0 0.0005 25 9468 -88 1837.445561968172 1832.7270299250158 50 TCGA 1 100 100 1.0 0.0005 25 9468 -89 1837.2455563081642 1832.63852588136 50 TCGA 1 100 100 1.0 0.0005 25 9468 -90 1837.1462758376483 1832.2735117236573 50 TCGA 1 100 100 1.0 0.0005 25 9468 -91 1836.9548763458665 1834.5719294715766 50 TCGA 1 100 100 1.0 0.0005 25 9468 -92 1836.6346989557246 1832.8742080765153 50 TCGA 1 100 100 1.0 0.0005 25 9468 -93 1836.6707797054203 1832.4497861622565 50 TCGA 1 100 100 1.0 0.0005 25 9468 -94 1836.3794492782658 1832.6901100963803 50 TCGA 1 100 100 1.0 0.0005 25 9468 -95 1836.3718186915087 1831.9426619179883 50 TCGA 1 100 100 1.0 0.0005 25 9468 -96 1836.3083052994457 1831.8207909665516 50 TCGA 1 100 100 1.0 0.0005 25 9468 -97 1836.155169707029 1831.6350441170698 50 TCGA 1 100 100 1.0 0.0005 25 9468 -98 1836.2526152532325 1831.9397463391174 50 TCGA 1 100 100 1.0 0.0005 25 9468 -99 1835.8581368699379 1831.0679557455244 50 TCGA 1 100 100 1.0 0.0005 25 9468 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index cb3bc126b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4169.072749055594 3807.3775052017904 50 TCGA 1 50 100 0.5 0.0005 25 9321 -1 2654.2371455968682 2686.4965206893844 50 TCGA 1 50 100 0.5 0.0005 25 9321 -2 2236.580635459977 2167.991801046247 50 TCGA 1 50 100 0.5 0.0005 25 9321 -3 2100.524748430785 2176.337646484375 50 TCGA 1 50 100 0.5 0.0005 25 9321 -4 2051.61552083624 2042.4947061970006 50 TCGA 1 50 100 0.5 0.0005 25 9321 -5 2021.410740236337 2025.6789624391488 50 TCGA 1 50 100 0.5 0.0005 25 9321 -6 2004.9687942009257 2005.3382145100502 50 TCGA 1 50 100 0.5 0.0005 25 9321 -7 1990.2217056303368 1987.5870367462312 50 TCGA 1 50 100 0.5 0.0005 25 9321 -8 1980.860476535031 1970.0474534537923 50 TCGA 1 50 100 0.5 0.0005 25 9321 -9 1969.9354835848335 1968.4578808348383 50 TCGA 1 50 100 0.5 0.0005 25 9321 -10 1961.4219380176578 1960.168526347558 50 TCGA 1 50 100 0.5 0.0005 25 9321 -11 1952.0763423019973 1945.2162135138583 50 TCGA 1 50 100 0.5 0.0005 25 9321 -12 1949.1597851066533 1944.5359193428078 50 TCGA 1 50 100 0.5 0.0005 25 9321 -13 1942.2189762912992 1939.7116785097362 50 TCGA 1 50 100 0.5 0.0005 25 9321 -14 1934.885860524442 1944.6089210701948 50 TCGA 1 50 100 0.5 0.0005 25 9321 -15 1929.6215817451157 1928.8839859698885 50 TCGA 1 50 100 0.5 0.0005 25 9321 -16 1926.2768139792868 1923.430491078439 50 TCGA 1 50 100 0.5 0.0005 25 9321 -17 1922.5703866632673 1916.6845175584956 50 TCGA 1 50 100 0.5 0.0005 25 9321 -18 1916.376834570051 1919.621672817211 50 TCGA 1 50 100 0.5 0.0005 25 9321 -19 1912.0988608751063 1923.5953424348304 50 TCGA 1 50 100 0.5 0.0005 25 9321 -20 1910.1142561910726 1907.260544053274 50 TCGA 1 50 100 0.5 0.0005 25 9321 -21 1904.6650954445686 1900.396732196137 50 TCGA 1 50 100 0.5 0.0005 25 9321 -22 1902.4045519023512 1902.1916013171326 50 TCGA 1 50 100 0.5 0.0005 25 9321 -23 1898.491537975299 1897.8601902333935 50 TCGA 1 50 100 0.5 0.0005 25 9321 -24 1896.520331376684 1900.8771034125707 50 TCGA 1 50 100 0.5 0.0005 25 9321 -25 1893.2989212276282 1894.6023194586212 50 TCGA 1 50 100 0.5 0.0005 25 9321 -26 1890.216868394932 1890.357648226484 50 TCGA 1 50 100 0.5 0.0005 25 9321 -27 1887.0772421396475 1885.469594677489 50 TCGA 1 50 100 0.5 0.0005 25 9321 -28 1885.0830867855473 1883.3466109846106 50 TCGA 1 50 100 0.5 0.0005 25 9321 -29 1882.8388329876468 1882.7757942544756 50 TCGA 1 50 100 0.5 0.0005 25 9321 -30 1880.3943703880611 1878.2072275439698 50 TCGA 1 50 100 0.5 0.0005 25 9321 -31 1878.4519501601044 1876.294152034587 50 TCGA 1 50 100 0.5 0.0005 25 9321 -32 1876.3797956233127 1876.5486256968436 50 TCGA 1 50 100 0.5 0.0005 25 9321 -33 1874.0711000776541 1872.1016385639134 50 TCGA 1 50 100 0.5 0.0005 25 9321 -34 1872.634188124372 1873.2512427861966 50 TCGA 1 50 100 0.5 0.0005 25 9321 -35 1870.4011573829825 1871.5087056375628 50 TCGA 1 50 100 0.5 0.0005 25 9321 -36 1869.3208719877969 1869.3034747713175 50 TCGA 1 50 100 0.5 0.0005 25 9321 -37 1866.898795045158 1867.455920962233 50 TCGA 1 50 100 0.5 0.0005 25 9321 -38 1866.5754107034477 1865.9501799770337 50 TCGA 1 50 100 0.5 0.0005 25 9321 -39 1864.1812133993444 1863.1900370995604 50 TCGA 1 50 100 0.5 0.0005 25 9321 -40 1862.9953531664867 1863.7740374234454 50 TCGA 1 50 100 0.5 0.0005 25 9321 -41 1861.9898593347777 1864.3815556051743 50 TCGA 1 50 100 0.5 0.0005 25 9321 -42 1860.585321057866 1859.7262993433967 50 TCGA 1 50 100 0.5 0.0005 25 9321 -43 1859.1730464062848 1859.6594876236652 50 TCGA 1 50 100 0.5 0.0005 25 9321 -44 1858.4256687856223 1857.9457333051978 50 TCGA 1 50 100 0.5 0.0005 25 9321 -45 1857.2562320171448 1857.8513821549152 50 TCGA 1 50 100 0.5 0.0005 25 9321 -46 1855.865776694743 1856.062453993601 50 TCGA 1 50 100 0.5 0.0005 25 9321 -47 1854.7135675777108 1855.7908113565877 50 TCGA 1 50 100 0.5 0.0005 25 9321 -48 1853.860337582799 1855.3570918557632 50 TCGA 1 50 100 0.5 0.0005 25 9321 -49 1853.2424869462839 1853.3899404247802 50 TCGA 1 50 100 0.5 0.0005 25 9321 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index f4a0df31e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4181.136978478128 3948.234122271514 50 TCGA 1 50 100 0.0 0.0005 25 340 -1 2651.1906349411206 2760.5008968180746 50 TCGA 1 50 100 0.0 0.0005 25 340 -2 2234.099692626435 2125.493689762288 50 TCGA 1 50 100 0.0 0.0005 25 340 -3 2096.404632605829 2073.280199827261 50 TCGA 1 50 100 0.0 0.0005 25 340 -4 2049.316481843938 2036.9641892322943 50 TCGA 1 50 100 0.0 0.0005 25 340 -5 2020.60791759574 2022.686371923092 50 TCGA 1 50 100 0.0 0.0005 25 340 -6 1999.1051871666673 1990.1937519629396 50 TCGA 1 50 100 0.0 0.0005 25 340 -7 1986.5115755875072 1990.5205446176194 50 TCGA 1 50 100 0.0 0.0005 25 340 -8 1976.5664144525147 1964.6472603495995 50 TCGA 1 50 100 0.0 0.0005 25 340 -9 1968.577991879456 1960.7313766096106 50 TCGA 1 50 100 0.0 0.0005 25 340 -10 1960.687442309889 1965.7935680600267 50 TCGA 1 50 100 0.0 0.0005 25 340 -11 1953.794522295361 1950.1450857804648 50 TCGA 1 50 100 0.0 0.0005 25 340 -12 1945.2690256780672 1946.8577126354428 50 TCGA 1 50 100 0.0 0.0005 25 340 -13 1940.0613579020355 1934.7352135433025 50 TCGA 1 50 100 0.0 0.0005 25 340 -14 1933.9639363093545 1928.9307082286432 50 TCGA 1 50 100 0.0 0.0005 25 340 -15 1929.8631653928878 1922.8978259216 50 TCGA 1 50 100 0.0 0.0005 25 340 -16 1926.0560432721068 1922.804026234689 50 TCGA 1 50 100 0.0 0.0005 25 340 -17 1922.042538254239 1921.7454815581816 50 TCGA 1 50 100 0.0 0.0005 25 340 -18 1918.1950915634984 1914.4711331314777 50 TCGA 1 50 100 0.0 0.0005 25 340 -19 1913.040950154763 1908.6217292517274 50 TCGA 1 50 100 0.0 0.0005 25 340 -20 1908.6458927584167 1907.0311224089196 50 TCGA 1 50 100 0.0 0.0005 25 340 -21 1904.8064268554797 1898.326337498037 50 TCGA 1 50 100 0.0 0.0005 25 340 -22 1900.8040196354573 1898.042281107687 50 TCGA 1 50 100 0.0 0.0005 25 340 -23 1899.1959897115942 1894.0157740607333 50 TCGA 1 50 100 0.0 0.0005 25 340 -24 1895.691508713305 1890.0438532997016 50 TCGA 1 50 100 0.0 0.0005 25 340 -25 1892.6628672900722 1891.3760268628298 50 TCGA 1 50 100 0.0 0.0005 25 340 -26 1889.2683358493161 1889.4992252522377 50 TCGA 1 50 100 0.0 0.0005 25 340 -27 1887.2485826272812 1888.8176576240578 50 TCGA 1 50 100 0.0 0.0005 25 340 -28 1884.3393042779737 1882.7257153688363 50 TCGA 1 50 100 0.0 0.0005 25 340 -29 1882.102044772431 1883.9024609129633 50 TCGA 1 50 100 0.0 0.0005 25 340 -30 1880.1905079383992 1879.0282068300487 50 TCGA 1 50 100 0.0 0.0005 25 340 -31 1878.0146508492028 1875.1523965040044 50 TCGA 1 50 100 0.0 0.0005 25 340 -32 1876.015264416369 1872.7958420029836 50 TCGA 1 50 100 0.0 0.0005 25 340 -33 1873.9080638866337 1871.0729919126884 50 TCGA 1 50 100 0.0 0.0005 25 340 -34 1872.2571216084646 1869.0509395120132 50 TCGA 1 50 100 0.0 0.0005 25 340 -35 1871.1810983870096 1868.4531703929806 50 TCGA 1 50 100 0.0 0.0005 25 340 -36 1868.990956441541 1868.468958562343 50 TCGA 1 50 100 0.0 0.0005 25 340 -37 1867.4207991489222 1870.966637999568 50 TCGA 1 50 100 0.0 0.0005 25 340 -38 1866.3944093704436 1861.647633921561 50 TCGA 1 50 100 0.0 0.0005 25 340 -39 1864.2833023454505 1862.706676694017 50 TCGA 1 50 100 0.0 0.0005 25 340 -40 1863.0772763258751 1864.441491515193 50 TCGA 1 50 100 0.0 0.0005 25 340 -41 1861.9619852962978 1858.8370036216238 50 TCGA 1 50 100 0.0 0.0005 25 340 -42 1860.50017779836 1858.7947789484533 50 TCGA 1 50 100 0.0 0.0005 25 340 -43 1859.4689085183632 1856.4744922120367 50 TCGA 1 50 100 0.0 0.0005 25 340 -44 1858.1192775879178 1858.546554182043 50 TCGA 1 50 100 0.0 0.0005 25 340 -45 1856.9946240555935 1854.8947962468592 50 TCGA 1 50 100 0.0 0.0005 25 340 -46 1855.8502105838927 1853.4580151735238 50 TCGA 1 50 100 0.0 0.0005 25 340 -47 1855.2406962910245 1853.145083940209 50 TCGA 1 50 100 0.0 0.0005 25 340 -48 1854.3099007157825 1852.8821076819645 50 TCGA 1 50 100 0.0 0.0005 25 340 -49 1853.2115185841185 1851.032830779876 50 TCGA 1 50 100 0.0 0.0005 25 340 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index fda7847c7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0005lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4169.5767172740925 3671.43442431886 50 TCGA 1 50 100 1.0 0.0005 25 3029 -1 2652.3316642896634 2645.199391734061 50 TCGA 1 50 100 1.0 0.0005 25 3029 -2 2222.4379811687704 2151.799666054884 50 TCGA 1 50 100 1.0 0.0005 25 3029 -3 2098.015235802946 2045.9565282467022 50 TCGA 1 50 100 1.0 0.0005 25 3029 -4 2045.2476599125182 2027.7157184850032 50 TCGA 1 50 100 1.0 0.0005 25 3029 -5 2017.5339196868633 2019.5321922110552 50 TCGA 1 50 100 1.0 0.0005 25 3029 -6 2000.9541635582498 2003.9121161226053 50 TCGA 1 50 100 1.0 0.0005 25 3029 -7 1989.835066248522 1974.6850831304962 50 TCGA 1 50 100 1.0 0.0005 25 3029 -8 1978.5019850630301 1969.1129929432318 50 TCGA 1 50 100 1.0 0.0005 25 3029 -9 1970.0242735160916 1955.5523914739715 50 TCGA 1 50 100 1.0 0.0005 25 3029 -10 1960.3595864804465 1954.9631666633952 50 TCGA 1 50 100 1.0 0.0005 25 3029 -11 1953.4761400568736 1955.5299139741678 50 TCGA 1 50 100 1.0 0.0005 25 3029 -12 1946.5082315503919 1936.7573315797738 50 TCGA 1 50 100 1.0 0.0005 25 3029 -13 1939.2310740465246 1938.818452001217 50 TCGA 1 50 100 1.0 0.0005 25 3029 -14 1935.125072201204 1929.4155064875158 50 TCGA 1 50 100 1.0 0.0005 25 3029 -15 1930.8169188254087 1926.5097778933732 50 TCGA 1 50 100 1.0 0.0005 25 3029 -16 1926.6431793066417 1914.5457867953046 50 TCGA 1 50 100 1.0 0.0005 25 3029 -17 1921.448174169306 1915.5061660843278 50 TCGA 1 50 100 1.0 0.0005 25 3029 -18 1918.2807989707017 1909.0931181787846 50 TCGA 1 50 100 1.0 0.0005 25 3029 -19 1912.571867189898 1918.803675359218 50 TCGA 1 50 100 1.0 0.0005 25 3029 -20 1909.6886373018099 1905.442349074474 50 TCGA 1 50 100 1.0 0.0005 25 3029 -21 1905.954574065491 1898.5857632891018 50 TCGA 1 50 100 1.0 0.0005 25 3029 -22 1901.732890004225 1895.3636597293107 50 TCGA 1 50 100 1.0 0.0005 25 3029 -23 1898.0698330344094 1896.8668752699043 50 TCGA 1 50 100 1.0 0.0005 25 3029 -24 1896.5284692930554 1896.8247192996232 50 TCGA 1 50 100 1.0 0.0005 25 3029 -25 1892.9141244276225 1887.8186789661197 50 TCGA 1 50 100 1.0 0.0005 25 3029 -26 1889.4044458828064 1885.8586628209407 50 TCGA 1 50 100 1.0 0.0005 25 3029 -27 1888.1697868741453 1883.7471089578753 50 TCGA 1 50 100 1.0 0.0005 25 3029 -28 1885.2417105278648 1880.6649985768688 50 TCGA 1 50 100 1.0 0.0005 25 3029 -29 1882.7517496154355 1882.875267450534 50 TCGA 1 50 100 1.0 0.0005 25 3029 -30 1880.0458393030926 1874.8405375264997 50 TCGA 1 50 100 1.0 0.0005 25 3029 -31 1878.9362380935459 1874.131129892627 50 TCGA 1 50 100 1.0 0.0005 25 3029 -32 1876.1834201619008 1870.365888279287 50 TCGA 1 50 100 1.0 0.0005 25 3029 -33 1874.822577906448 1869.4625691936244 50 TCGA 1 50 100 1.0 0.0005 25 3029 -34 1872.3682471095537 1871.894009230724 50 TCGA 1 50 100 1.0 0.0005 25 3029 -35 1870.7728227065443 1866.29807975424 50 TCGA 1 50 100 1.0 0.0005 25 3029 -36 1868.5705234763052 1864.2988906937028 50 TCGA 1 50 100 1.0 0.0005 25 3029 -37 1867.0734793382746 1862.7646975109924 50 TCGA 1 50 100 1.0 0.0005 25 3029 -38 1865.925973123439 1862.3166381222518 50 TCGA 1 50 100 1.0 0.0005 25 3029 -39 1864.6133304105858 1860.8039538512876 50 TCGA 1 50 100 1.0 0.0005 25 3029 -40 1862.938158299484 1864.5042178666772 50 TCGA 1 50 100 1.0 0.0005 25 3029 -41 1861.4952601183604 1856.920270910215 50 TCGA 1 50 100 1.0 0.0005 25 3029 -42 1860.6672177702765 1857.106047817211 50 TCGA 1 50 100 1.0 0.0005 25 3029 -43 1859.394555026392 1856.7654851405464 50 TCGA 1 50 100 1.0 0.0005 25 3029 -44 1858.250466793932 1857.6886980066347 50 TCGA 1 50 100 1.0 0.0005 25 3029 -45 1857.0209663221647 1855.148498228447 50 TCGA 1 50 100 1.0 0.0005 25 3029 -46 1855.398778803634 1853.2329604565798 50 TCGA 1 50 100 1.0 0.0005 25 3029 -47 1854.884208644284 1851.4336477308418 50 TCGA 1 50 100 1.0 0.0005 25 3029 -48 1854.1964570096673 1851.2776351238615 50 TCGA 1 50 100 1.0 0.0005 25 3029 -49 1853.26485506729 1850.5723484365185 50 TCGA 1 50 100 1.0 0.0005 25 3029 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 624f5b1dd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3715.592925224896 4104.087342228721 100 TCGA 1 100 100 0.5 0.0015 25 7866 -1 2293.841718038207 2524.296867638976 100 TCGA 1 100 100 0.5 0.0015 25 7866 -2 2081.272019187126 2329.2400282663316 100 TCGA 1 100 100 0.5 0.0015 25 7866 -3 2026.3233398955267 2032.000119616638 100 TCGA 1 100 100 0.5 0.0015 25 7866 -4 2000.0341445883678 2020.3288954538316 100 TCGA 1 100 100 0.5 0.0015 25 7866 -5 1984.344527780963 1986.7289499254082 100 TCGA 1 100 100 0.5 0.0015 25 7866 -6 1969.4961221045396 1972.6268893294598 100 TCGA 1 100 100 0.5 0.0015 25 7866 -7 1960.1916816337578 1952.5487649428785 100 TCGA 1 100 100 0.5 0.0015 25 7866 -8 1950.3785068747427 1985.743916113772 100 TCGA 1 100 100 0.5 0.0015 25 7866 -9 1943.657619452048 1949.537463930983 100 TCGA 1 100 100 0.5 0.0015 25 7866 -10 1937.979773961589 1934.8906667124686 100 TCGA 1 100 100 0.5 0.0015 25 7866 -11 1933.0438200538347 1927.2453895453832 100 TCGA 1 100 100 0.5 0.0015 25 7866 -12 1925.8460774294485 1926.2882257969536 100 TCGA 1 100 100 0.5 0.0015 25 7866 -13 1922.1735212664769 1925.0246312127042 100 TCGA 1 100 100 0.5 0.0015 25 7866 -14 1916.979677302721 1913.4564994160255 100 TCGA 1 100 100 0.5 0.0015 25 7866 -15 1911.852835565689 1905.566030224364 100 TCGA 1 100 100 0.5 0.0015 25 7866 -16 1908.5269480399859 1905.1876969073885 100 TCGA 1 100 100 0.5 0.0015 25 7866 -17 1905.2025478536336 1905.7080127198492 100 TCGA 1 100 100 0.5 0.0015 25 7866 -18 1900.2051051851229 1900.6454605792635 100 TCGA 1 100 100 0.5 0.0015 25 7866 -19 1898.9015728090076 1898.08316300742 100 TCGA 1 100 100 0.5 0.0015 25 7866 -20 1896.5650970496454 1894.389944105292 100 TCGA 1 100 100 0.5 0.0015 25 7866 -21 1892.7311779405006 1890.2122446951555 100 TCGA 1 100 100 0.5 0.0015 25 7866 -22 1891.0456856490114 1897.2329500284627 100 TCGA 1 100 100 0.5 0.0015 25 7866 -23 1888.0215780771475 1887.96168587076 100 TCGA 1 100 100 0.5 0.0015 25 7866 -24 1885.9641591397922 1881.24797387818 100 TCGA 1 100 100 0.5 0.0015 25 7866 -25 1883.4317234131704 1881.2197204283134 100 TCGA 1 100 100 0.5 0.0015 25 7866 -26 1881.800040979872 1886.243165902756 100 TCGA 1 100 100 0.5 0.0015 25 7866 -27 1879.6500258719846 1878.2650858050015 100 TCGA 1 100 100 0.5 0.0015 25 7866 -28 1878.1739205599815 1874.122968357412 100 TCGA 1 100 100 0.5 0.0015 25 7866 -29 1875.5221113223479 1874.2230224609375 100 TCGA 1 100 100 0.5 0.0015 25 7866 -30 1874.7092894485904 1875.6779110395728 100 TCGA 1 100 100 0.5 0.0015 25 7866 -31 1873.2165717418632 1869.9724059751884 100 TCGA 1 100 100 0.5 0.0015 25 7866 -32 1871.4707168730686 1867.9183141047033 100 TCGA 1 100 100 0.5 0.0015 25 7866 -33 1870.4217833007922 1868.3618084318075 100 TCGA 1 100 100 0.5 0.0015 25 7866 -34 1868.23121651412 1868.4391267862752 100 TCGA 1 100 100 0.5 0.0015 25 7866 -35 1866.8019287436387 1866.487069748155 100 TCGA 1 100 100 0.5 0.0015 25 7866 -36 1865.363015349548 1862.174074105881 100 TCGA 1 100 100 0.5 0.0015 25 7866 -37 1864.6100339262543 1862.6269089588568 100 TCGA 1 100 100 0.5 0.0015 25 7866 -38 1863.3299106138468 1860.6105214794677 100 TCGA 1 100 100 0.5 0.0015 25 7866 -39 1862.2606838297427 1860.232004750314 100 TCGA 1 100 100 0.5 0.0015 25 7866 -40 1861.304390996811 1860.633550442643 100 TCGA 1 100 100 0.5 0.0015 25 7866 -41 1859.968120531946 1858.250825048092 100 TCGA 1 100 100 0.5 0.0015 25 7866 -42 1859.3704962744778 1857.3440775655622 100 TCGA 1 100 100 0.5 0.0015 25 7866 -43 1858.1745906999727 1860.014823261817 100 TCGA 1 100 100 0.5 0.0015 25 7866 -44 1857.3130815882598 1855.6975011777638 100 TCGA 1 100 100 0.5 0.0015 25 7866 -45 1856.901271141777 1855.0137921050566 100 TCGA 1 100 100 0.5 0.0015 25 7866 -46 1855.608206754817 1856.1413083483826 100 TCGA 1 100 100 0.5 0.0015 25 7866 -47 1855.3904741255085 1854.9403806140076 100 TCGA 1 100 100 0.5 0.0015 25 7866 -48 1853.9760340918306 1852.9540218180748 100 TCGA 1 100 100 0.5 0.0015 25 7866 -49 1853.5780175225332 1852.6499109316112 100 TCGA 1 100 100 0.5 0.0015 25 7866 -50 1852.286041603808 1851.8948226238615 100 TCGA 1 100 100 0.5 0.0015 25 7866 -51 1851.854090836554 1850.2735945351758 100 TCGA 1 100 100 0.5 0.0015 25 7866 -52 1851.2472381097875 1850.0916195970085 100 TCGA 1 100 100 0.5 0.0015 25 7866 -53 1850.7975301247568 1849.2062779718908 100 TCGA 1 100 100 0.5 0.0015 25 7866 -54 1850.0832684399068 1851.04266756144 100 TCGA 1 100 100 0.5 0.0015 25 7866 -55 1849.581581692249 1850.5610106195038 100 TCGA 1 100 100 0.5 0.0015 25 7866 -56 1848.8900547889823 1846.632864027167 100 TCGA 1 100 100 0.5 0.0015 25 7866 -57 1848.3864378888156 1847.4933720114243 100 TCGA 1 100 100 0.5 0.0015 25 7866 -58 1847.6370757910167 1845.5836874803706 100 TCGA 1 100 100 0.5 0.0015 25 7866 -59 1847.0232188798232 1846.2403975443624 100 TCGA 1 100 100 0.5 0.0015 25 7866 -60 1846.4759213276934 1845.58908617796 100 TCGA 1 100 100 0.5 0.0015 25 7866 -61 1846.000312376826 1844.3517287364557 100 TCGA 1 100 100 0.5 0.0015 25 7866 -62 1845.8407321695317 1843.9645180246937 100 TCGA 1 100 100 0.5 0.0015 25 7866 -63 1845.1952191793648 1843.446447937932 100 TCGA 1 100 100 0.5 0.0015 25 7866 -64 1844.7059943404283 1843.511859222872 100 TCGA 1 100 100 0.5 0.0015 25 7866 -65 1844.568050036647 1843.1911682435616 100 TCGA 1 100 100 0.5 0.0015 25 7866 -66 1843.835805523993 1843.7674591217808 100 TCGA 1 100 100 0.5 0.0015 25 7866 -67 1843.4940333382895 1842.2326709229742 100 TCGA 1 100 100 0.5 0.0015 25 7866 -68 1843.0844556108252 1843.591513475581 100 TCGA 1 100 100 0.5 0.0015 25 7866 -69 1842.8359538232764 1842.539190704499 100 TCGA 1 100 100 0.5 0.0015 25 7866 -70 1842.1680199407763 1842.504234428981 100 TCGA 1 100 100 0.5 0.0015 25 7866 -71 1841.941627172876 1840.4876911412532 100 TCGA 1 100 100 0.5 0.0015 25 7866 -72 1841.5030181438533 1840.9742787423445 100 TCGA 1 100 100 0.5 0.0015 25 7866 -73 1841.3872303988787 1840.4748185507617 100 TCGA 1 100 100 0.5 0.0015 25 7866 -74 1841.110980812547 1839.3502050045147 100 TCGA 1 100 100 0.5 0.0015 25 7866 -75 1840.6975743638336 1841.133302621506 100 TCGA 1 100 100 0.5 0.0015 25 7866 -76 1840.3154540497858 1839.6998493443782 100 TCGA 1 100 100 0.5 0.0015 25 7866 -77 1840.090891955061 1839.1927668125786 100 TCGA 1 100 100 0.5 0.0015 25 7866 -78 1839.6393027192235 1838.5416468327967 100 TCGA 1 100 100 0.5 0.0015 25 7866 -79 1839.34832310626 1838.354631433535 100 TCGA 1 100 100 0.5 0.0015 25 7866 -80 1839.1918699373316 1840.3002978760992 100 TCGA 1 100 100 0.5 0.0015 25 7866 -81 1838.8394118235678 1837.9909103623586 100 TCGA 1 100 100 0.5 0.0015 25 7866 -82 1838.5144355945095 1837.8233182514134 100 TCGA 1 100 100 0.5 0.0015 25 7866 -83 1838.6256666791294 1837.795381325573 100 TCGA 1 100 100 0.5 0.0015 25 7866 -84 1838.2953570034106 1837.1622596625707 100 TCGA 1 100 100 0.5 0.0015 25 7866 -85 1838.107989578937 1837.2058277225974 100 TCGA 1 100 100 0.5 0.0015 25 7866 -86 1837.6146210258407 1836.900643966905 100 TCGA 1 100 100 0.5 0.0015 25 7866 -87 1837.4194287430935 1836.925257390468 100 TCGA 1 100 100 0.5 0.0015 25 7866 -88 1837.1297836874276 1836.5344569527324 100 TCGA 1 100 100 0.5 0.0015 25 7866 -89 1837.0444186738937 1836.782362128023 100 TCGA 1 100 100 0.5 0.0015 25 7866 -90 1836.7990824302028 1835.6968926664572 100 TCGA 1 100 100 0.5 0.0015 25 7866 -91 1836.7427214264724 1836.3903207443468 100 TCGA 1 100 100 0.5 0.0015 25 7866 -92 1836.5232262239351 1835.735688329342 100 TCGA 1 100 100 0.5 0.0015 25 7866 -93 1836.2902188501741 1836.1235480380417 100 TCGA 1 100 100 0.5 0.0015 25 7866 -94 1836.0383600677173 1835.1414120161353 100 TCGA 1 100 100 0.5 0.0015 25 7866 -95 1836.0751403202262 1835.1330498930197 100 TCGA 1 100 100 0.5 0.0015 25 7866 -96 1835.5859441219636 1834.615342950102 100 TCGA 1 100 100 0.5 0.0015 25 7866 -97 1835.694580609517 1834.4613816151068 100 TCGA 1 100 100 0.5 0.0015 25 7866 -98 1835.379630673742 1834.6985801811793 100 TCGA 1 100 100 0.5 0.0015 25 7866 -99 1835.283974951646 1834.4301389761306 100 TCGA 1 100 100 0.5 0.0015 25 7866 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index 678d9f7a1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3689.7958243151093 4116.878516115735 100 TCGA 1 100 100 0.0 0.0015 25 167 -1 2286.9123018207074 2637.935134657663 100 TCGA 1 100 100 0.0 0.0015 25 167 -2 2074.6852595689825 2244.341744120996 100 TCGA 1 100 100 0.0 0.0015 25 167 -3 2026.6509439404726 2136.555619896357 100 TCGA 1 100 100 0.0 0.0015 25 167 -4 1999.797073318272 2052.008867580088 100 TCGA 1 100 100 0.0 0.0015 25 167 -5 1979.8582161018685 1989.4793486475346 100 TCGA 1 100 100 0.0 0.0015 25 167 -6 1971.8362626029866 1986.3958967199278 100 TCGA 1 100 100 0.0 0.0015 25 167 -7 1961.0869840836335 1958.186582325691 100 TCGA 1 100 100 0.0 0.0015 25 167 -8 1953.6416917084077 1967.8785811381124 100 TCGA 1 100 100 0.0 0.0015 25 167 -9 1946.101339219923 1978.5108906348146 100 TCGA 1 100 100 0.0 0.0015 25 167 -10 1938.7420167459923 1934.783855189031 100 TCGA 1 100 100 0.0 0.0015 25 167 -11 1930.797367559638 1928.1820743119897 100 TCGA 1 100 100 0.0 0.0015 25 167 -12 1926.0820073101029 1932.8144261345792 100 TCGA 1 100 100 0.0 0.0015 25 167 -13 1921.8961035848422 1920.8527782957758 100 TCGA 1 100 100 0.0 0.0015 25 167 -14 1917.6009833370686 1917.0454383735082 100 TCGA 1 100 100 0.0 0.0015 25 167 -15 1912.777371436893 1911.5341146651224 100 TCGA 1 100 100 0.0 0.0015 25 167 -16 1909.1979690110634 1906.826038149733 100 TCGA 1 100 100 0.0 0.0015 25 167 -17 1905.1226626512314 1904.6610039945822 100 TCGA 1 100 100 0.0 0.0015 25 167 -18 1901.2689126822975 1900.757126084524 100 TCGA 1 100 100 0.0 0.0015 25 167 -19 1898.7188991713117 1896.474689732844 100 TCGA 1 100 100 0.0 0.0015 25 167 -20 1896.169930745161 1899.2738515575927 100 TCGA 1 100 100 0.0 0.0015 25 167 -21 1893.0770064876713 1892.4627507655464 100 TCGA 1 100 100 0.0 0.0015 25 167 -22 1890.3492800345018 1891.5545034744032 100 TCGA 1 100 100 0.0 0.0015 25 167 -23 1887.479704948738 1886.731516469064 100 TCGA 1 100 100 0.0 0.0015 25 167 -24 1885.788253748413 1886.989874298249 100 TCGA 1 100 100 0.0 0.0015 25 167 -25 1883.012790513446 1881.324015708425 100 TCGA 1 100 100 0.0 0.0015 25 167 -26 1881.2334016667292 1880.0310776293577 100 TCGA 1 100 100 0.0 0.0015 25 167 -27 1879.595650176542 1884.5231902922817 100 TCGA 1 100 100 0.0 0.0015 25 167 -28 1877.3303569423686 1875.5730937401854 100 TCGA 1 100 100 0.0 0.0015 25 167 -29 1875.896246679208 1876.466950229664 100 TCGA 1 100 100 0.0 0.0015 25 167 -30 1874.226844369467 1872.8436763897614 100 TCGA 1 100 100 0.0 0.0015 25 167 -31 1872.4681539415235 1873.6587042880417 100 TCGA 1 100 100 0.0 0.0015 25 167 -32 1870.8948743521921 1870.690384907938 100 TCGA 1 100 100 0.0 0.0015 25 167 -33 1870.010968778559 1868.1100049809595 100 TCGA 1 100 100 0.0 0.0015 25 167 -34 1868.1216953812811 1866.455471939777 100 TCGA 1 100 100 0.0 0.0015 25 167 -35 1867.62870690982 1867.2711666241364 100 TCGA 1 100 100 0.0 0.0015 25 167 -36 1865.798909441623 1864.0123303284 100 TCGA 1 100 100 0.0 0.0015 25 167 -37 1864.4049226641855 1863.795231651421 100 TCGA 1 100 100 0.0 0.0015 25 167 -38 1862.8763440951052 1863.7627922326476 100 TCGA 1 100 100 0.0 0.0015 25 167 -39 1862.0924827387482 1864.35858553019 100 TCGA 1 100 100 0.0 0.0015 25 167 -40 1861.1156375245039 1859.9664128749214 100 TCGA 1 100 100 0.0 0.0015 25 167 -41 1859.53901227663 1860.017418022731 100 TCGA 1 100 100 0.0 0.0015 25 167 -42 1859.2359840281508 1858.2169888750393 100 TCGA 1 100 100 0.0 0.0015 25 167 -43 1857.8186672963072 1857.276039008519 100 TCGA 1 100 100 0.0 0.0015 25 167 -44 1856.7891221657997 1857.0199545088724 100 TCGA 1 100 100 0.0 0.0015 25 167 -45 1856.4447412806996 1857.2167171305748 100 TCGA 1 100 100 0.0 0.0015 25 167 -46 1855.8496136942642 1854.3279974089196 100 TCGA 1 100 100 0.0 0.0015 25 167 -47 1854.657279919721 1855.4184594849246 100 TCGA 1 100 100 0.0 0.0015 25 167 -48 1853.8556542739843 1853.2573518225895 100 TCGA 1 100 100 0.0 0.0015 25 167 -49 1853.4848959141775 1852.4864857735945 100 TCGA 1 100 100 0.0 0.0015 25 167 -50 1852.4825042407817 1852.3241058809674 100 TCGA 1 100 100 0.0 0.0015 25 167 -51 1851.7593600501677 1850.562525150165 100 TCGA 1 100 100 0.0 0.0015 25 167 -52 1850.904570283069 1850.7369967513348 100 TCGA 1 100 100 0.0 0.0015 25 167 -53 1850.6788230612417 1849.7952022073257 100 TCGA 1 100 100 0.0 0.0015 25 167 -54 1849.8547689474271 1849.0945345624607 100 TCGA 1 100 100 0.0 0.0015 25 167 -55 1849.1872665280941 1849.3025123174466 100 TCGA 1 100 100 0.0 0.0015 25 167 -56 1848.802021546507 1848.7423077300566 100 TCGA 1 100 100 0.0 0.0015 25 167 -57 1848.2673450209809 1847.2001351974718 100 TCGA 1 100 100 0.0 0.0015 25 167 -58 1847.7548032399334 1846.8777935085584 100 TCGA 1 100 100 0.0 0.0015 25 167 -59 1847.2894807056146 1846.3179361161276 100 TCGA 1 100 100 0.0 0.0015 25 167 -60 1846.6107478720335 1846.8207860592022 100 TCGA 1 100 100 0.0 0.0015 25 167 -61 1846.2819360817552 1845.9331201907978 100 TCGA 1 100 100 0.0 0.0015 25 167 -62 1845.8806541077538 1845.6073678941582 100 TCGA 1 100 100 0.0 0.0015 25 167 -63 1845.0543919505917 1845.0209721704225 100 TCGA 1 100 100 0.0 0.0015 25 167 -64 1844.9675740155674 1845.802470604978 100 TCGA 1 100 100 0.0 0.0015 25 167 -65 1844.2537975189928 1844.4965844849246 100 TCGA 1 100 100 0.0 0.0015 25 167 -66 1843.9536723611557 1844.4499254082914 100 TCGA 1 100 100 0.0 0.0015 25 167 -67 1843.3540026527096 1843.4387354251728 100 TCGA 1 100 100 0.0 0.0015 25 167 -68 1843.0788654745097 1842.72521175212 100 TCGA 1 100 100 0.0 0.0015 25 167 -69 1842.615922119059 1844.0952743453597 100 TCGA 1 100 100 0.0 0.0015 25 167 -70 1842.1506562665686 1842.440923489518 100 TCGA 1 100 100 0.0 0.0015 25 167 -71 1842.1983411626925 1842.412107534744 100 TCGA 1 100 100 0.0 0.0015 25 167 -72 1841.7317971758498 1841.7958150125628 100 TCGA 1 100 100 0.0 0.0015 25 167 -73 1841.316648278682 1840.9637414366755 100 TCGA 1 100 100 0.0 0.0015 25 167 -74 1841.12948505867 1840.8949992884343 100 TCGA 1 100 100 0.0 0.0015 25 167 -75 1840.6009467936399 1842.4576771798445 100 TCGA 1 100 100 0.0 0.0015 25 167 -76 1840.3102176026289 1839.6758284832365 100 TCGA 1 100 100 0.0 0.0015 25 167 -77 1840.2183625333769 1839.8763354124137 100 TCGA 1 100 100 0.0 0.0015 25 167 -78 1839.5902464771154 1839.9214842523163 100 TCGA 1 100 100 0.0 0.0015 25 167 -79 1839.4876655572652 1839.478561631399 100 TCGA 1 100 100 0.0 0.0015 25 167 -80 1839.203281597176 1839.3734805619897 100 TCGA 1 100 100 0.0 0.0015 25 167 -81 1839.0114043702345 1838.9827948335428 100 TCGA 1 100 100 0.0 0.0015 25 167 -82 1838.6534912981404 1838.75259660117 100 TCGA 1 100 100 0.0 0.0015 25 167 -83 1838.456526563721 1838.1332050879396 100 TCGA 1 100 100 0.0 0.0015 25 167 -84 1838.2972110442145 1838.1069053764918 100 TCGA 1 100 100 0.0 0.0015 25 167 -85 1837.712109560306 1837.9591739213647 100 TCGA 1 100 100 0.0 0.0015 25 167 -86 1837.544507252876 1838.062132562225 100 TCGA 1 100 100 0.0 0.0015 25 167 -87 1837.4528552571742 1837.572096321451 100 TCGA 1 100 100 0.0 0.0015 25 167 -88 1837.2456520405021 1836.9163192672347 100 TCGA 1 100 100 0.0 0.0015 25 167 -89 1837.0285317384448 1837.6491275959877 100 TCGA 1 100 100 0.0 0.0015 25 167 -90 1836.9228712512602 1837.5570178774733 100 TCGA 1 100 100 0.0 0.0015 25 167 -91 1836.8338432426976 1836.8788872340217 100 TCGA 1 100 100 0.0 0.0015 25 167 -92 1836.7649613865945 1836.6854996417635 100 TCGA 1 100 100 0.0 0.0015 25 167 -93 1836.3701826713623 1837.697805433417 100 TCGA 1 100 100 0.0 0.0015 25 167 -94 1836.2441696335607 1836.374395782624 100 TCGA 1 100 100 0.0 0.0015 25 167 -95 1835.7196417986409 1835.7248565827183 100 TCGA 1 100 100 0.0 0.0015 25 167 -96 1835.8162678836618 1835.8165921158527 100 TCGA 1 100 100 0.0 0.0015 25 167 -97 1835.4208949085112 1836.2386640232412 100 TCGA 1 100 100 0.0 0.0015 25 167 -98 1835.3733054722163 1835.2772498969457 100 TCGA 1 100 100 0.0 0.0015 25 167 -99 1835.1164383188345 1835.3337696784704 100 TCGA 1 100 100 0.0 0.0015 25 167 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index 2766dfaa0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3722.255336539635 3744.7726007969536 100 TCGA 1 100 100 1.0 0.0015 25 4957 -1 2285.738524954611 2522.799321313599 100 TCGA 1 100 100 1.0 0.0015 25 4957 -2 2077.261864487701 2406.4590457168656 100 TCGA 1 100 100 1.0 0.0015 25 4957 -3 2022.4635606014858 2203.9185968907036 100 TCGA 1 100 100 1.0 0.0015 25 4957 -4 1995.8404677133765 2041.2209386777638 100 TCGA 1 100 100 1.0 0.0015 25 4957 -5 1979.3743290697334 2001.6883367030464 100 TCGA 1 100 100 1.0 0.0015 25 4957 -6 1968.1483282103497 1967.40440176959 100 TCGA 1 100 100 1.0 0.0015 25 4957 -7 1958.0570226823236 1953.2610525773398 100 TCGA 1 100 100 1.0 0.0015 25 4957 -8 1948.7454983591701 1956.1168642283685 100 TCGA 1 100 100 1.0 0.0015 25 4957 -9 1941.7333628614774 1943.8132477573413 100 TCGA 1 100 100 1.0 0.0015 25 4957 -10 1937.647202844425 1935.0211022151775 100 TCGA 1 100 100 1.0 0.0015 25 4957 -11 1932.814165614601 1931.0180590452262 100 TCGA 1 100 100 1.0 0.0015 25 4957 -12 1926.7191576595244 1924.8995747781878 100 TCGA 1 100 100 1.0 0.0015 25 4957 -13 1921.8107654406751 1920.866783257106 100 TCGA 1 100 100 1.0 0.0015 25 4957 -14 1917.43443033836 1921.5584802675487 100 TCGA 1 100 100 1.0 0.0015 25 4957 -15 1912.9612443040212 1912.7275685065954 100 TCGA 1 100 100 1.0 0.0015 25 4957 -16 1908.1957315095156 1913.6810124842964 100 TCGA 1 100 100 1.0 0.0015 25 4957 -17 1906.426041046255 1909.863897735749 100 TCGA 1 100 100 1.0 0.0015 25 4957 -18 1902.7583282228852 1912.100808608472 100 TCGA 1 100 100 1.0 0.0015 25 4957 -19 1898.0968119496413 1896.6218734051115 100 TCGA 1 100 100 1.0 0.0015 25 4957 -20 1894.3128485387424 1894.1614652854114 100 TCGA 1 100 100 1.0 0.0015 25 4957 -21 1893.0870670489348 1891.3804269148477 100 TCGA 1 100 100 1.0 0.0015 25 4957 -22 1890.4221732336198 1893.3007432180434 100 TCGA 1 100 100 1.0 0.0015 25 4957 -23 1888.0641301612075 1889.6451422149812 100 TCGA 1 100 100 1.0 0.0015 25 4957 -24 1885.5892920832055 1884.27211864989 100 TCGA 1 100 100 1.0 0.0015 25 4957 -25 1884.3809268890527 1879.7141978201555 100 TCGA 1 100 100 1.0 0.0015 25 4957 -26 1880.4189731901492 1882.1275996682632 100 TCGA 1 100 100 1.0 0.0015 25 4957 -27 1879.771642266593 1883.4211523928234 100 TCGA 1 100 100 1.0 0.0015 25 4957 -28 1878.1299940369627 1876.8600338116364 100 TCGA 1 100 100 1.0 0.0015 25 4957 -29 1875.6568358393968 1875.3101328174073 100 TCGA 1 100 100 1.0 0.0015 25 4957 -30 1874.2744923815262 1873.107774590727 100 TCGA 1 100 100 1.0 0.0015 25 4957 -31 1872.248001393283 1873.151324248194 100 TCGA 1 100 100 1.0 0.0015 25 4957 -32 1871.0531621184223 1872.332848937068 100 TCGA 1 100 100 1.0 0.0015 25 4957 -33 1869.4749450785785 1869.529767367109 100 TCGA 1 100 100 1.0 0.0015 25 4957 -34 1868.3605230250307 1870.5421142578125 100 TCGA 1 100 100 1.0 0.0015 25 4957 -35 1866.7600733419258 1868.6598078282036 100 TCGA 1 100 100 1.0 0.0015 25 4957 -36 1865.7949239051904 1866.048763716041 100 TCGA 1 100 100 1.0 0.0015 25 4957 -37 1864.6280644703475 1864.7404864900675 100 TCGA 1 100 100 1.0 0.0015 25 4957 -38 1863.0788133572037 1871.2731639152796 100 TCGA 1 100 100 1.0 0.0015 25 4957 -39 1861.853057415095 1861.380585176861 100 TCGA 1 100 100 1.0 0.0015 25 4957 -40 1860.8200491202545 1861.5609038846576 100 TCGA 1 100 100 1.0 0.0015 25 4957 -41 1859.9545001338563 1860.624143054138 100 TCGA 1 100 100 1.0 0.0015 25 4957 -42 1859.3443871391767 1860.907023520925 100 TCGA 1 100 100 1.0 0.0015 25 4957 -43 1857.98117683684 1860.462494969967 100 TCGA 1 100 100 1.0 0.0015 25 4957 -44 1857.1772943414312 1858.8143930099718 100 TCGA 1 100 100 1.0 0.0015 25 4957 -45 1856.3285270730942 1860.3090955264604 100 TCGA 1 100 100 1.0 0.0015 25 4957 -46 1855.0410017815534 1856.4961747212626 100 TCGA 1 100 100 1.0 0.0015 25 4957 -47 1854.7705409086925 1855.832678406682 100 TCGA 1 100 100 1.0 0.0015 25 4957 -48 1854.1341043960465 1853.048150910804 100 TCGA 1 100 100 1.0 0.0015 25 4957 -49 1853.0629124693046 1856.187047297032 100 TCGA 1 100 100 1.0 0.0015 25 4957 -50 1852.4939294851895 1853.732236622566 100 TCGA 1 100 100 1.0 0.0015 25 4957 -51 1851.3353826176017 1852.6666744366364 100 TCGA 1 100 100 1.0 0.0015 25 4957 -52 1850.8294653208584 1852.1326818418263 100 TCGA 1 100 100 1.0 0.0015 25 4957 -53 1850.256736390039 1852.0117481940954 100 TCGA 1 100 100 1.0 0.0015 25 4957 -54 1849.525824404492 1853.5465179903424 100 TCGA 1 100 100 1.0 0.0015 25 4957 -55 1849.137294111434 1850.0149796835742 100 TCGA 1 100 100 1.0 0.0015 25 4957 -56 1848.479245226409 1849.9575385472283 100 TCGA 1 100 100 1.0 0.0015 25 4957 -57 1847.9118332554685 1850.9658798141097 100 TCGA 1 100 100 1.0 0.0015 25 4957 -58 1847.1300914724804 1848.7476984532036 100 TCGA 1 100 100 1.0 0.0015 25 4957 -59 1847.2241940034767 1849.8655686881673 100 TCGA 1 100 100 1.0 0.0015 25 4957 -60 1846.3925538035905 1848.0154011021907 100 TCGA 1 100 100 1.0 0.0015 25 4957 -61 1846.0403323637108 1847.8162001413316 100 TCGA 1 100 100 1.0 0.0015 25 4957 -62 1845.4996616939627 1847.3002420550015 100 TCGA 1 100 100 1.0 0.0015 25 4957 -63 1844.8899681993141 1846.7008209995288 100 TCGA 1 100 100 1.0 0.0015 25 4957 -64 1844.4051198787968 1846.1354097145886 100 TCGA 1 100 100 1.0 0.0015 25 4957 -65 1844.2762320640165 1846.3377912511778 100 TCGA 1 100 100 1.0 0.0015 25 4957 -66 1843.6570243201015 1846.6883158468122 100 TCGA 1 100 100 1.0 0.0015 25 4957 -67 1843.1131091743246 1845.0419701044284 100 TCGA 1 100 100 1.0 0.0015 25 4957 -68 1842.7200347971925 1844.802887729664 100 TCGA 1 100 100 1.0 0.0015 25 4957 -69 1842.726644566022 1844.360096993758 100 TCGA 1 100 100 1.0 0.0015 25 4957 -70 1842.0177667010828 1843.7121146504005 100 TCGA 1 100 100 1.0 0.0015 25 4957 -71 1841.6183511806607 1845.6110527000235 100 TCGA 1 100 100 1.0 0.0015 25 4957 -72 1841.195001703725 1843.138157216748 100 TCGA 1 100 100 1.0 0.0015 25 4957 -73 1841.0901149779988 1842.3239991461212 100 TCGA 1 100 100 1.0 0.0015 25 4957 -74 1840.544569848145 1842.150852529248 100 TCGA 1 100 100 1.0 0.0015 25 4957 -75 1840.1975092887346 1841.8984332060695 100 TCGA 1 100 100 1.0 0.0015 25 4957 -76 1839.992290181312 1841.51463923622 100 TCGA 1 100 100 1.0 0.0015 25 4957 -77 1839.923880950829 1841.456422125275 100 TCGA 1 100 100 1.0 0.0015 25 4957 -78 1839.6369246712673 1840.8533745387092 100 TCGA 1 100 100 1.0 0.0015 25 4957 -79 1839.3314559566934 1841.8797374322785 100 TCGA 1 100 100 1.0 0.0015 25 4957 -80 1839.2969899169568 1841.951510482098 100 TCGA 1 100 100 1.0 0.0015 25 4957 -81 1838.8091582110821 1840.7220452850188 100 TCGA 1 100 100 1.0 0.0015 25 4957 -82 1838.4567160799588 1840.812998709367 100 TCGA 1 100 100 1.0 0.0015 25 4957 -83 1838.1871817097333 1840.5100208071608 100 TCGA 1 100 100 1.0 0.0015 25 4957 -84 1837.987743086016 1839.6530559290593 100 TCGA 1 100 100 1.0 0.0015 25 4957 -85 1837.8313128487023 1840.3547461428234 100 TCGA 1 100 100 1.0 0.0015 25 4957 -86 1837.5088619313506 1839.685477558692 100 TCGA 1 100 100 1.0 0.0015 25 4957 -87 1837.2162335584546 1838.8010186430197 100 TCGA 1 100 100 1.0 0.0015 25 4957 -88 1837.0929141337883 1839.198215810498 100 TCGA 1 100 100 1.0 0.0015 25 4957 -89 1836.8542334676547 1838.60617602171 100 TCGA 1 100 100 1.0 0.0015 25 4957 -90 1836.526319661967 1838.5743162835663 100 TCGA 1 100 100 1.0 0.0015 25 4957 -91 1836.5671765097204 1838.3987478898398 100 TCGA 1 100 100 1.0 0.0015 25 4957 -92 1836.2751519481762 1837.8119969967022 100 TCGA 1 100 100 1.0 0.0015 25 4957 -93 1836.1157995173542 1838.2349871918184 100 TCGA 1 100 100 1.0 0.0015 25 4957 -94 1835.757847094991 1838.440932077379 100 TCGA 1 100 100 1.0 0.0015 25 4957 -95 1835.844548859518 1837.6758646749372 100 TCGA 1 100 100 1.0 0.0015 25 4957 -96 1835.6235078644947 1837.8344456658292 100 TCGA 1 100 100 1.0 0.0015 25 4957 -97 1835.3944503421403 1837.198431120446 100 TCGA 1 100 100 1.0 0.0015 25 4957 -98 1835.2157265831017 1836.9264198188207 100 TCGA 1 100 100 1.0 0.0015 25 4957 -99 1834.975326073118 1837.2691705598304 100 TCGA 1 100 100 1.0 0.0015 25 4957 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index bda798eda..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3706.6649537944995 4097.928066847911 100 TCGA 1 50 100 0.5 0.0015 25 3211 -1 2305.0546319627088 2424.705752885521 100 TCGA 1 50 100 0.5 0.0015 25 3211 -2 2088.402497308703 2324.280651303392 100 TCGA 1 50 100 0.5 0.0015 25 3211 -3 2028.7203245012872 2102.1420493581186 100 TCGA 1 50 100 0.5 0.0015 25 3211 -4 2003.187937717244 1976.848260467376 100 TCGA 1 50 100 0.5 0.0015 25 3211 -5 1981.2657508581847 2034.324557357098 100 TCGA 1 50 100 0.5 0.0015 25 3211 -6 1971.2459024215784 2006.6258452909076 100 TCGA 1 50 100 0.5 0.0015 25 3211 -7 1960.4652433841406 1953.3820260972832 100 TCGA 1 50 100 0.5 0.0015 25 3211 -8 1950.7529918603805 1953.5164353260443 100 TCGA 1 50 100 0.5 0.0015 25 3211 -9 1944.9702951929667 1950.11174340943 100 TCGA 1 50 100 0.5 0.0015 25 3211 -10 1938.164056859068 1944.3869702516488 100 TCGA 1 50 100 0.5 0.0015 25 3211 -11 1932.1859057145748 1930.035142141371 100 TCGA 1 50 100 0.5 0.0015 25 3211 -12 1926.3760401524262 1927.0460474982333 100 TCGA 1 50 100 0.5 0.0015 25 3211 -13 1923.951110301639 1918.4867329813128 100 TCGA 1 50 100 0.5 0.0015 25 3211 -14 1918.5575525620404 1918.038558269865 100 TCGA 1 50 100 0.5 0.0015 25 3211 -15 1913.4167133701314 1913.460100183535 100 TCGA 1 50 100 0.5 0.0015 25 3211 -16 1909.4991280263737 1907.640934776421 100 TCGA 1 50 100 0.5 0.0015 25 3211 -17 1906.1310378682574 1909.5180406426664 100 TCGA 1 50 100 0.5 0.0015 25 3211 -18 1903.0258813452037 1901.5971741029366 100 TCGA 1 50 100 0.5 0.0015 25 3211 -19 1899.6924959036478 1897.5221370524498 100 TCGA 1 50 100 0.5 0.0015 25 3211 -20 1897.3236750404621 1894.6399471723853 100 TCGA 1 50 100 0.5 0.0015 25 3211 -21 1892.7953898679705 1890.971409169873 100 TCGA 1 50 100 0.5 0.0015 25 3211 -22 1890.984678452163 1890.1617597263662 100 TCGA 1 50 100 0.5 0.0015 25 3211 -23 1888.7620349555746 1888.3525519442917 100 TCGA 1 50 100 0.5 0.0015 25 3211 -24 1886.803472901072 1882.6011374008715 100 TCGA 1 50 100 0.5 0.0015 25 3211 -25 1884.2063038014105 1881.234140060655 100 TCGA 1 50 100 0.5 0.0015 25 3211 -26 1882.3530008286448 1880.5585802547896 100 TCGA 1 50 100 0.5 0.0015 25 3211 -27 1880.3399385966843 1878.316126531093 100 TCGA 1 50 100 0.5 0.0015 25 3211 -28 1878.2071119671036 1875.9837971596262 100 TCGA 1 50 100 0.5 0.0015 25 3211 -29 1876.403921875654 1878.8722586320273 100 TCGA 1 50 100 0.5 0.0015 25 3211 -30 1875.1328218470514 1873.7720750971655 100 TCGA 1 50 100 0.5 0.0015 25 3211 -31 1872.7131091634242 1872.404168670501 100 TCGA 1 50 100 0.5 0.0015 25 3211 -32 1871.6170659747052 1871.7287131458072 100 TCGA 1 50 100 0.5 0.0015 25 3211 -33 1870.3190893851722 1871.498645571608 100 TCGA 1 50 100 0.5 0.0015 25 3211 -34 1868.7605407490023 1868.475042448571 100 TCGA 1 50 100 0.5 0.0015 25 3211 -35 1867.9193004595807 1869.8064995387092 100 TCGA 1 50 100 0.5 0.0015 25 3211 -36 1866.4812350447176 1863.938769163199 100 TCGA 1 50 100 0.5 0.0015 25 3211 -37 1864.4650042304265 1864.2630149036197 100 TCGA 1 50 100 0.5 0.0015 25 3211 -38 1863.5740186876717 1864.150105385325 100 TCGA 1 50 100 0.5 0.0015 25 3211 -39 1862.4651654193758 1863.0054373429648 100 TCGA 1 50 100 0.5 0.0015 25 3211 -40 1861.757339997009 1860.0938383322864 100 TCGA 1 50 100 0.5 0.0015 25 3211 -41 1860.4215206295694 1861.716373002709 100 TCGA 1 50 100 0.5 0.0015 25 3211 -42 1859.5682733848514 1859.7558428126963 100 TCGA 1 50 100 0.5 0.0015 25 3211 -43 1858.8365003532804 1857.8022454803313 100 TCGA 1 50 100 0.5 0.0015 25 3211 -44 1857.61442832125 1856.4941160882538 100 TCGA 1 50 100 0.5 0.0015 25 3211 -45 1856.5053909596409 1856.994270669755 100 TCGA 1 50 100 0.5 0.0015 25 3211 -46 1856.0767687646282 1856.5411837017116 100 TCGA 1 50 100 0.5 0.0015 25 3211 -47 1854.8724689111073 1855.2963051340687 100 TCGA 1 50 100 0.5 0.0015 25 3211 -48 1854.3791101683275 1857.8714225423994 100 TCGA 1 50 100 0.5 0.0015 25 3211 -49 1853.5432174687726 1853.944421202693 100 TCGA 1 50 100 0.5 0.0015 25 3211 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index e9476d64b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3711.338203247084 4073.521283173681 100 TCGA 1 50 100 0.0 0.0015 25 464 -1 2294.4897486825835 2583.7795434693 100 TCGA 1 50 100 0.0 0.0015 25 464 -2 2085.8707111476588 2305.278947226366 100 TCGA 1 50 100 0.0 0.0015 25 464 -3 2027.2589784424836 2051.389887670776 100 TCGA 1 50 100 0.0 0.0015 25 464 -4 1996.9978070263885 2008.9257745023947 100 TCGA 1 50 100 0.0 0.0015 25 464 -5 1986.9729412805689 2013.2621186989636 100 TCGA 1 50 100 0.0 0.0015 25 464 -6 1970.6377266646364 1973.6718154983903 100 TCGA 1 50 100 0.0 0.0015 25 464 -7 1961.7844967378517 1956.2845998792793 100 TCGA 1 50 100 0.0 0.0015 25 464 -8 1950.2159759558954 1965.888844859061 100 TCGA 1 50 100 0.0 0.0015 25 464 -9 1944.808746463926 1946.7776504593278 100 TCGA 1 50 100 0.0 0.0015 25 464 -10 1939.4560360342732 1936.1453213332286 100 TCGA 1 50 100 0.0 0.0015 25 464 -11 1931.8866986116004 1932.6341503660883 100 TCGA 1 50 100 0.0 0.0015 25 464 -12 1927.260668065109 1934.8955102661746 100 TCGA 1 50 100 0.0 0.0015 25 464 -13 1922.6028651056417 1924.0022947991913 100 TCGA 1 50 100 0.0 0.0015 25 464 -14 1918.1761244339448 1913.00376025636 100 TCGA 1 50 100 0.0 0.0015 25 464 -15 1912.7890068945815 1904.009387759108 100 TCGA 1 50 100 0.0 0.0015 25 464 -16 1908.8820634414633 1905.7687405533527 100 TCGA 1 50 100 0.0 0.0015 25 464 -17 1905.658017205878 1903.5039933554492 100 TCGA 1 50 100 0.0 0.0015 25 464 -18 1902.721581257325 1895.3198683848932 100 TCGA 1 50 100 0.0 0.0015 25 464 -19 1898.8057611846327 1897.5063783271828 100 TCGA 1 50 100 0.0 0.0015 25 464 -20 1896.8616531053576 1890.7732105350974 100 TCGA 1 50 100 0.0 0.0015 25 464 -21 1892.7235759126647 1889.207483952968 100 TCGA 1 50 100 0.0 0.0015 25 464 -22 1890.9575088216545 1889.857288149733 100 TCGA 1 50 100 0.0 0.0015 25 464 -23 1888.6122934328869 1885.304218848147 100 TCGA 1 50 100 0.0 0.0015 25 464 -24 1886.0470539020207 1881.088865347244 100 TCGA 1 50 100 0.0 0.0015 25 464 -25 1883.0826630480042 1885.3624193967887 100 TCGA 1 50 100 0.0 0.0015 25 464 -26 1881.9730167791292 1879.3580751658685 100 TCGA 1 50 100 0.0 0.0015 25 464 -27 1879.730829429009 1877.896044553824 100 TCGA 1 50 100 0.0 0.0015 25 464 -28 1877.868003377692 1877.47077612182 100 TCGA 1 50 100 0.0 0.0015 25 464 -29 1875.8379389953102 1874.0487342719457 100 TCGA 1 50 100 0.0 0.0015 25 464 -30 1874.4512881817516 1873.0032192211056 100 TCGA 1 50 100 0.0 0.0015 25 464 -31 1872.6926907610582 1872.166081260796 100 TCGA 1 50 100 0.0 0.0015 25 464 -32 1871.5099065801717 1868.1036199061714 100 TCGA 1 50 100 0.0 0.0015 25 464 -33 1870.8034386739678 1870.4556958375863 100 TCGA 1 50 100 0.0 0.0015 25 464 -34 1868.9431901742923 1870.4882002787374 100 TCGA 1 50 100 0.0 0.0015 25 464 -35 1867.2091390373637 1869.112509569331 100 TCGA 1 50 100 0.0 0.0015 25 464 -36 1866.4465435175828 1865.0610879102544 100 TCGA 1 50 100 0.0 0.0015 25 464 -37 1865.252872338025 1863.2576051644944 100 TCGA 1 50 100 0.0 0.0015 25 464 -38 1863.7978965673267 1861.7234414258794 100 TCGA 1 50 100 0.0 0.0015 25 464 -39 1862.8726289010178 1861.3173214706344 100 TCGA 1 50 100 0.0 0.0015 25 464 -40 1861.2089135499655 1860.6716799328674 100 TCGA 1 50 100 0.0 0.0015 25 464 -41 1860.945304161231 1859.3283384696922 100 TCGA 1 50 100 0.0 0.0015 25 464 -42 1859.727695441669 1857.0208942662532 100 TCGA 1 50 100 0.0 0.0015 25 464 -43 1858.4878207918975 1857.4818348333465 100 TCGA 1 50 100 0.0 0.0015 25 464 -44 1857.755163660059 1856.582649576005 100 TCGA 1 50 100 0.0 0.0015 25 464 -45 1857.259707090112 1855.775982574003 100 TCGA 1 50 100 0.0 0.0015 25 464 -46 1856.335486579705 1854.622722376531 100 TCGA 1 50 100 0.0 0.0015 25 464 -47 1855.0847014955064 1855.417783497566 100 TCGA 1 50 100 0.0 0.0015 25 464 -48 1854.198308502514 1853.0505162531408 100 TCGA 1 50 100 0.0 0.0015 25 464 -49 1853.3024089995047 1852.617905813246 100 TCGA 1 50 100 0.0 0.0015 25 464 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index 375b8380b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3710.9563419390156 4175.297441798838 100 TCGA 1 50 100 1.0 0.0015 25 8178 -1 2293.98434772187 2549.741998567054 100 TCGA 1 50 100 1.0 0.0015 25 8178 -2 2079.7393832619214 2211.020031799623 100 TCGA 1 50 100 1.0 0.0015 25 8178 -3 2025.0599013698036 2041.4527655366678 100 TCGA 1 50 100 1.0 0.0015 25 8178 -4 1999.318364988681 2108.992699091159 100 TCGA 1 50 100 1.0 0.0015 25 8178 -5 1984.8332821334734 1958.9496935360396 100 TCGA 1 50 100 1.0 0.0015 25 8178 -6 1971.5373025428557 2002.761565395336 100 TCGA 1 50 100 1.0 0.0015 25 8178 -7 1960.73067475302 1945.3881829803313 100 TCGA 1 50 100 1.0 0.0015 25 8178 -8 1950.9184244255732 1947.719421693428 100 TCGA 1 50 100 1.0 0.0015 25 8178 -9 1944.9828712283693 1939.2258644295698 100 TCGA 1 50 100 1.0 0.0015 25 8178 -10 1935.5962289034594 1932.671317402442 100 TCGA 1 50 100 1.0 0.0015 25 8178 -11 1932.5490881528874 1924.7276365960663 100 TCGA 1 50 100 1.0 0.0015 25 8178 -12 1926.5671663042663 1926.9782788453988 100 TCGA 1 50 100 1.0 0.0015 25 8178 -13 1920.87016089791 1925.6507108295384 100 TCGA 1 50 100 1.0 0.0015 25 8178 -14 1916.2319640602327 1911.1984286667714 100 TCGA 1 50 100 1.0 0.0015 25 8178 -15 1913.8212553122864 1903.4041797120367 100 TCGA 1 50 100 1.0 0.0015 25 8178 -16 1907.7439699527447 1900.139944105292 100 TCGA 1 50 100 1.0 0.0015 25 8178 -17 1905.907541882421 1900.002562249725 100 TCGA 1 50 100 1.0 0.0015 25 8178 -18 1900.8231518099599 1901.091458267902 100 TCGA 1 50 100 1.0 0.0015 25 8178 -19 1898.6069556533366 1902.883644909116 100 TCGA 1 50 100 1.0 0.0015 25 8178 -20 1895.7546346796212 1890.953009063874 100 TCGA 1 50 100 1.0 0.0015 25 8178 -21 1892.8879805338252 1890.8683640369818 100 TCGA 1 50 100 1.0 0.0015 25 8178 -22 1890.6004937069 1884.5343538983982 100 TCGA 1 50 100 1.0 0.0015 25 8178 -23 1887.6179656079737 1886.1214752964038 100 TCGA 1 50 100 1.0 0.0015 25 8178 -24 1885.4335747561374 1882.523636861063 100 TCGA 1 50 100 1.0 0.0015 25 8178 -25 1883.7897997044042 1877.7680185595948 100 TCGA 1 50 100 1.0 0.0015 25 8178 -26 1881.6017563627533 1875.651276401539 100 TCGA 1 50 100 1.0 0.0015 25 8178 -27 1878.7456794821373 1875.8032306306925 100 TCGA 1 50 100 1.0 0.0015 25 8178 -28 1878.0635180792142 1873.9845571853407 100 TCGA 1 50 100 1.0 0.0015 25 8178 -29 1875.5752810846416 1870.7046548661276 100 TCGA 1 50 100 1.0 0.0015 25 8178 -30 1874.2453746674303 1869.21815682416 100 TCGA 1 50 100 1.0 0.0015 25 8178 -31 1872.341986731874 1866.8894975365106 100 TCGA 1 50 100 1.0 0.0015 25 8178 -32 1870.7843645983394 1867.234160916889 100 TCGA 1 50 100 1.0 0.0015 25 8178 -33 1870.2145579972828 1864.2262269599953 100 TCGA 1 50 100 1.0 0.0015 25 8178 -34 1868.205775420492 1864.4447052155308 100 TCGA 1 50 100 1.0 0.0015 25 8178 -35 1867.0591374867888 1862.6390687568703 100 TCGA 1 50 100 1.0 0.0015 25 8178 -36 1865.725712395204 1861.6065962134894 100 TCGA 1 50 100 1.0 0.0015 25 8178 -37 1864.3642405899445 1859.8355749695745 100 TCGA 1 50 100 1.0 0.0015 25 8178 -38 1863.6582310435256 1858.5791015625 100 TCGA 1 50 100 1.0 0.0015 25 8178 -39 1862.902061008505 1861.0740408585898 100 TCGA 1 50 100 1.0 0.0015 25 8178 -40 1861.4323662341553 1857.8556901941347 100 TCGA 1 50 100 1.0 0.0015 25 8178 -41 1860.5058100781598 1857.4863397799545 100 TCGA 1 50 100 1.0 0.0015 25 8178 -42 1859.2688927755303 1856.7723597234217 100 TCGA 1 50 100 1.0 0.0015 25 8178 -43 1858.3068787159298 1855.5410321873037 100 TCGA 1 50 100 1.0 0.0015 25 8178 -44 1857.5204322458126 1855.4900718190563 100 TCGA 1 50 100 1.0 0.0015 25 8178 -45 1856.4502747624376 1852.291308225699 100 TCGA 1 50 100 1.0 0.0015 25 8178 -46 1856.1344798859081 1852.8008567004947 100 TCGA 1 50 100 1.0 0.0015 25 8178 -47 1854.978404673046 1851.747727897299 100 TCGA 1 50 100 1.0 0.0015 25 8178 -48 1854.2708021901205 1850.6316598863457 100 TCGA 1 50 100 1.0 0.0015 25 8178 -49 1853.5807482786165 1848.4315437048524 100 TCGA 1 50 100 1.0 0.0015 25 8178 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index c519db49a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4136.220896715245 4774.214144452732 150 TCGA 1 100 100 0.5 0.0015 25 4947 -1 2574.543182069881 3375.297079881831 150 TCGA 1 100 100 0.5 0.0015 25 4947 -2 2200.2272693060486 2635.2130537943626 150 TCGA 1 100 100 0.5 0.0015 25 4947 -3 2080.49032116905 2294.373492216944 150 TCGA 1 100 100 0.5 0.0015 25 4947 -4 2040.7644393960072 2092.9740885825613 150 TCGA 1 100 100 0.5 0.0015 25 4947 -5 2015.3171798070769 2050.1085524055825 150 TCGA 1 100 100 0.5 0.0015 25 4947 -6 2001.4455734407918 2128.540018206266 150 TCGA 1 100 100 0.5 0.0015 25 4947 -7 1987.8623928440936 2113.035596684595 150 TCGA 1 100 100 0.5 0.0015 25 4947 -8 1977.2202161926684 2046.0923323894865 150 TCGA 1 100 100 0.5 0.0015 25 4947 -9 1970.225968131078 1983.8198352602858 150 TCGA 1 100 100 0.5 0.0015 25 4947 -10 1965.7320324463135 1970.763655926115 150 TCGA 1 100 100 0.5 0.0015 25 4947 -11 1959.1742614957288 1961.0083020080874 150 TCGA 1 100 100 0.5 0.0015 25 4947 -12 1950.999187964682 1951.0825538826948 150 TCGA 1 100 100 0.5 0.0015 25 4947 -13 1947.3744168311894 1945.5711117845085 150 TCGA 1 100 100 0.5 0.0015 25 4947 -14 1943.2119296363774 1940.5924072265625 150 TCGA 1 100 100 0.5 0.0015 25 4947 -15 1938.0373180622314 1944.3251327437972 150 TCGA 1 100 100 0.5 0.0015 25 4947 -16 1934.3037683959783 1928.3771126138506 150 TCGA 1 100 100 0.5 0.0015 25 4947 -17 1929.702427486501 1934.1389276705795 150 TCGA 1 100 100 0.5 0.0015 25 4947 -18 1926.0227756579015 1932.005328154444 150 TCGA 1 100 100 0.5 0.0015 25 4947 -19 1923.844202568973 1917.0849222921247 150 TCGA 1 100 100 0.5 0.0015 25 4947 -20 1920.2331241165266 1918.5173474795854 150 TCGA 1 100 100 0.5 0.0015 25 4947 -21 1917.625519251874 1916.0609725875472 150 TCGA 1 100 100 0.5 0.0015 25 4947 -22 1914.7551672299242 1916.418893785333 150 TCGA 1 100 100 0.5 0.0015 25 4947 -23 1910.5999368760638 1914.928958758637 150 TCGA 1 100 100 0.5 0.0015 25 4947 -24 1908.875910342864 1908.5551733275754 150 TCGA 1 100 100 0.5 0.0015 25 4947 -25 1905.7699262242402 1904.033799981352 150 TCGA 1 100 100 0.5 0.0015 25 4947 -26 1903.2327290877845 1901.2374746044677 150 TCGA 1 100 100 0.5 0.0015 25 4947 -27 1901.4632898231266 1897.757509471184 150 TCGA 1 100 100 0.5 0.0015 25 4947 -28 1899.6029147567433 1901.6436522210663 150 TCGA 1 100 100 0.5 0.0015 25 4947 -29 1896.6115755084795 1891.8964604516725 150 TCGA 1 100 100 0.5 0.0015 25 4947 -30 1894.1881744320044 1890.7443522544363 150 TCGA 1 100 100 0.5 0.0015 25 4947 -31 1892.3980720384616 1892.3090955264604 150 TCGA 1 100 100 0.5 0.0015 25 4947 -32 1891.2145351474207 1887.60712068644 150 TCGA 1 100 100 0.5 0.0015 25 4947 -33 1890.3207312233812 1889.4865538630654 150 TCGA 1 100 100 0.5 0.0015 25 4947 -34 1887.615643015556 1885.782725271867 150 TCGA 1 100 100 0.5 0.0015 25 4947 -35 1885.2027068080108 1890.212526867737 150 TCGA 1 100 100 0.5 0.0015 25 4947 -36 1884.6519002828206 1882.916026053117 150 TCGA 1 100 100 0.5 0.0015 25 4947 -37 1882.2512315080985 1883.316621559948 150 TCGA 1 100 100 0.5 0.0015 25 4947 -38 1880.8289970008773 1876.300507051861 150 TCGA 1 100 100 0.5 0.0015 25 4947 -39 1880.1260471150258 1883.529212836644 150 TCGA 1 100 100 0.5 0.0015 25 4947 -40 1879.4320439788855 1882.2859303843436 150 TCGA 1 100 100 0.5 0.0015 25 4947 -41 1877.2358427050922 1876.2035310831502 150 TCGA 1 100 100 0.5 0.0015 25 4947 -42 1876.7439982119063 1878.3938135501728 150 TCGA 1 100 100 0.5 0.0015 25 4947 -43 1874.9971994271648 1875.7382732755575 150 TCGA 1 100 100 0.5 0.0015 25 4947 -44 1875.0422402250008 1872.719418012916 150 TCGA 1 100 100 0.5 0.0015 25 4947 -45 1873.4442448650623 1872.5379031387406 150 TCGA 1 100 100 0.5 0.0015 25 4947 -46 1871.7825474143494 1876.937724511228 150 TCGA 1 100 100 0.5 0.0015 25 4947 -47 1870.5435503246342 1871.0951909204225 150 TCGA 1 100 100 0.5 0.0015 25 4947 -48 1870.1137467222643 1871.577444105292 150 TCGA 1 100 100 0.5 0.0015 25 4947 -49 1868.4858464384627 1868.2909260658762 150 TCGA 1 100 100 0.5 0.0015 25 4947 -50 1867.6485965088789 1865.8030239086056 150 TCGA 1 100 100 0.5 0.0015 25 4947 -51 1866.6229154712614 1866.1675688010364 150 TCGA 1 100 100 0.5 0.0015 25 4947 -52 1865.5248793303826 1865.416054883794 150 TCGA 1 100 100 0.5 0.0015 25 4947 -53 1865.1827604726218 1865.4508271337154 150 TCGA 1 100 100 0.5 0.0015 25 4947 -54 1864.1514451658902 1863.9993829008322 150 TCGA 1 100 100 0.5 0.0015 25 4947 -55 1863.7166665612965 1863.124506197982 150 TCGA 1 100 100 0.5 0.0015 25 4947 -56 1862.995592728964 1864.049364866324 150 TCGA 1 100 100 0.5 0.0015 25 4947 -57 1861.9460915890054 1861.7357067319017 150 TCGA 1 100 100 0.5 0.0015 25 4947 -58 1861.477680126675 1861.3537959573257 150 TCGA 1 100 100 0.5 0.0015 25 4947 -59 1860.795471634233 1859.9075479938756 150 TCGA 1 100 100 0.5 0.0015 25 4947 -60 1859.9314960045851 1860.075635133676 150 TCGA 1 100 100 0.5 0.0015 25 4947 -61 1859.0189577280005 1857.408931866363 150 TCGA 1 100 100 0.5 0.0015 25 4947 -62 1858.1916618496195 1857.839034650793 150 TCGA 1 100 100 0.5 0.0015 25 4947 -63 1857.8109226646216 1856.4420785568468 150 TCGA 1 100 100 0.5 0.0015 25 4947 -64 1856.7172267303654 1858.0209967071687 150 TCGA 1 100 100 0.5 0.0015 25 4947 -65 1856.3339919779953 1854.4582366176587 150 TCGA 1 100 100 0.5 0.0015 25 4947 -66 1855.7313042755757 1854.772860273045 150 TCGA 1 100 100 0.5 0.0015 25 4947 -67 1855.1246513931303 1855.381709573257 150 TCGA 1 100 100 0.5 0.0015 25 4947 -68 1854.4481702588048 1855.7219821028973 150 TCGA 1 100 100 0.5 0.0015 25 4947 -69 1854.1167244121878 1854.7227850679178 150 TCGA 1 100 100 0.5 0.0015 25 4947 -70 1853.8094089736708 1852.301649237398 150 TCGA 1 100 100 0.5 0.0015 25 4947 -71 1853.108308931988 1852.443111553863 150 TCGA 1 100 100 0.5 0.0015 25 4947 -72 1852.4597109788124 1850.5542531995918 150 TCGA 1 100 100 0.5 0.0015 25 4947 -73 1851.9703669717821 1852.774656362869 150 TCGA 1 100 100 0.5 0.0015 25 4947 -74 1851.3206010731833 1849.898949091159 150 TCGA 1 100 100 0.5 0.0015 25 4947 -75 1850.9341226214342 1850.1034481489478 150 TCGA 1 100 100 0.5 0.0015 25 4947 -76 1850.8728364437122 1850.5590850983433 150 TCGA 1 100 100 0.5 0.0015 25 4947 -77 1850.1043816443093 1849.527707507263 150 TCGA 1 100 100 0.5 0.0015 25 4947 -78 1850.1003885866342 1849.3929688726837 150 TCGA 1 100 100 0.5 0.0015 25 4947 -79 1849.2392022888341 1847.817561317329 150 TCGA 1 100 100 0.5 0.0015 25 4947 -80 1848.8222597251847 1847.1403409871623 150 TCGA 1 100 100 0.5 0.0015 25 4947 -81 1848.5847205847472 1847.3518238163474 150 TCGA 1 100 100 0.5 0.0015 25 4947 -82 1848.2370474800784 1847.1425327320194 150 TCGA 1 100 100 0.5 0.0015 25 4947 -83 1847.862949620428 1847.8567759451555 150 TCGA 1 100 100 0.5 0.0015 25 4947 -84 1847.144817493233 1847.9147170177057 150 TCGA 1 100 100 0.5 0.0015 25 4947 -85 1846.62496124925 1846.9738916751728 150 TCGA 1 100 100 0.5 0.0015 25 4947 -86 1846.3420226349072 1845.9272571352858 150 TCGA 1 100 100 0.5 0.0015 25 4947 -87 1845.8770242906705 1844.9535642077576 150 TCGA 1 100 100 0.5 0.0015 25 4947 -88 1845.664722502664 1845.841950229664 150 TCGA 1 100 100 0.5 0.0015 25 4947 -89 1845.4931294266328 1846.4696455912374 150 TCGA 1 100 100 0.5 0.0015 25 4947 -90 1845.1075288347001 1844.647311263348 150 TCGA 1 100 100 0.5 0.0015 25 4947 -91 1844.754120005895 1844.3785958601602 150 TCGA 1 100 100 0.5 0.0015 25 4947 -92 1844.3235097230047 1844.0612486259422 150 TCGA 1 100 100 0.5 0.0015 25 4947 -93 1843.9914743581219 1843.3714311302606 150 TCGA 1 100 100 0.5 0.0015 25 4947 -94 1843.8851214261017 1843.488948036079 150 TCGA 1 100 100 0.5 0.0015 25 4947 -95 1843.6873101703768 1842.7772014368718 150 TCGA 1 100 100 0.5 0.0015 25 4947 -96 1843.157783515965 1842.619559589942 150 TCGA 1 100 100 0.5 0.0015 25 4947 -97 1842.9926724975192 1842.8443928627512 150 TCGA 1 100 100 0.5 0.0015 25 4947 -98 1842.7734403749678 1841.9741057582837 150 TCGA 1 100 100 0.5 0.0015 25 4947 -99 1842.5463137953977 1842.2304785646984 150 TCGA 1 100 100 0.5 0.0015 25 4947 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index 1d523cbd2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4130.751643582265 4464.863109492776 150 TCGA 1 100 100 0.0 0.0015 25 6590 -1 2585.293714688311 3135.305850541771 150 TCGA 1 100 100 0.0 0.0015 25 6590 -2 2195.333794981391 2582.115568074749 150 TCGA 1 100 100 0.0 0.0015 25 6590 -3 2077.884350267102 2688.5227382027324 150 TCGA 1 100 100 0.0 0.0015 25 6590 -4 2034.8541647954396 2133.488962144708 150 TCGA 1 100 100 0.0 0.0015 25 6590 -5 2014.1162614197533 2076.957625039259 150 TCGA 1 100 100 0.0 0.0015 25 6590 -6 2001.1730690245145 2048.63746712076 150 TCGA 1 100 100 0.0 0.0015 25 6590 -7 1991.3286556972432 2032.8163995023947 150 TCGA 1 100 100 0.0 0.0015 25 6590 -8 1979.818951141463 1987.764605498194 150 TCGA 1 100 100 0.0 0.0015 25 6590 -9 1971.2017001877912 1992.746264893805 150 TCGA 1 100 100 0.0 0.0015 25 6590 -10 1963.8636636207088 1959.0330792144316 150 TCGA 1 100 100 0.0 0.0015 25 6590 -11 1958.4286076294177 1953.822905420658 150 TCGA 1 100 100 0.0 0.0015 25 6590 -12 1953.4568133792225 1947.4894939786825 150 TCGA 1 100 100 0.0 0.0015 25 6590 -13 1947.9630215382228 1973.7087978957286 150 TCGA 1 100 100 0.0 0.0015 25 6590 -14 1941.9417682098003 1955.5098588646356 150 TCGA 1 100 100 0.0 0.0015 25 6590 -15 1937.5994263035948 1938.6595477386934 150 TCGA 1 100 100 0.0 0.0015 25 6590 -16 1934.5227150110704 1934.3472789975267 150 TCGA 1 100 100 0.0 0.0015 25 6590 -17 1929.0611337908065 1930.32740852701 150 TCGA 1 100 100 0.0 0.0015 25 6590 -18 1926.4500942526151 1921.1496962350816 150 TCGA 1 100 100 0.0 0.0015 25 6590 -19 1922.4464626778501 1912.3304817544756 150 TCGA 1 100 100 0.0 0.0015 25 6590 -20 1919.0035884366237 1916.7058424446452 150 TCGA 1 100 100 0.0 0.0015 25 6590 -21 1915.4778399939569 1913.8087636669677 150 TCGA 1 100 100 0.0 0.0015 25 6590 -22 1910.7276678229032 1912.2551974962705 150 TCGA 1 100 100 0.0 0.0015 25 6590 -23 1909.9070385178095 1906.9663932455244 150 TCGA 1 100 100 0.0 0.0015 25 6590 -24 1907.5958481950545 1914.5674601032506 150 TCGA 1 100 100 0.0 0.0015 25 6590 -25 1906.2857888382798 1905.2250203654994 150 TCGA 1 100 100 0.0 0.0015 25 6590 -26 1904.2914149457554 1906.4147636375235 150 TCGA 1 100 100 0.0 0.0015 25 6590 -27 1900.2652801265008 1898.185706977269 150 TCGA 1 100 100 0.0 0.0015 25 6590 -28 1898.1992410820953 1897.6068145905308 150 TCGA 1 100 100 0.0 0.0015 25 6590 -29 1896.1298821039773 1894.4631574621153 150 TCGA 1 100 100 0.0 0.0015 25 6590 -30 1894.750505394802 1895.012960922778 150 TCGA 1 100 100 0.0 0.0015 25 6590 -31 1892.5319824627513 1893.2497429775833 150 TCGA 1 100 100 0.0 0.0015 25 6590 -32 1891.270391492123 1888.4414724992148 150 TCGA 1 100 100 0.0 0.0015 25 6590 -33 1889.015515001827 1886.3273901244504 150 TCGA 1 100 100 0.0 0.0015 25 6590 -34 1887.8115449929453 1889.232959843161 150 TCGA 1 100 100 0.0 0.0015 25 6590 -35 1886.4481855874244 1883.8137746839668 150 TCGA 1 100 100 0.0 0.0015 25 6590 -36 1884.7896905510083 1885.6832152706893 150 TCGA 1 100 100 0.0 0.0015 25 6590 -37 1882.9896839208695 1882.473609502591 150 TCGA 1 100 100 0.0 0.0015 25 6590 -38 1881.5433353288245 1882.6315997713175 150 TCGA 1 100 100 0.0 0.0015 25 6590 -39 1879.9513256925866 1879.4987866578988 150 TCGA 1 100 100 0.0 0.0015 25 6590 -40 1878.506287568062 1879.5102796698336 150 TCGA 1 100 100 0.0 0.0015 25 6590 -41 1877.2327314994873 1874.6390325651696 150 TCGA 1 100 100 0.0 0.0015 25 6590 -42 1876.0108280413942 1876.551100227701 150 TCGA 1 100 100 0.0 0.0015 25 6590 -43 1875.1631747072383 1872.92171980508 150 TCGA 1 100 100 0.0 0.0015 25 6590 -44 1873.0810363612839 1872.0493710005103 150 TCGA 1 100 100 0.0 0.0015 25 6590 -45 1872.897388954303 1872.5832961192682 150 TCGA 1 100 100 0.0 0.0015 25 6590 -46 1872.3357881788086 1870.2427383499528 150 TCGA 1 100 100 0.0 0.0015 25 6590 -47 1870.3513326933373 1867.418250309163 150 TCGA 1 100 100 0.0 0.0015 25 6590 -48 1869.617283572974 1867.4362707090138 150 TCGA 1 100 100 0.0 0.0015 25 6590 -49 1868.2509346642735 1866.9066603770807 150 TCGA 1 100 100 0.0 0.0015 25 6590 -50 1867.8743966110371 1866.450339465884 150 TCGA 1 100 100 0.0 0.0015 25 6590 -51 1866.804191534002 1865.070143196451 150 TCGA 1 100 100 0.0 0.0015 25 6590 -52 1865.8852341629881 1864.0999222185144 150 TCGA 1 100 100 0.0 0.0015 25 6590 -53 1865.4271873681057 1864.2487326770572 150 TCGA 1 100 100 0.0 0.0015 25 6590 -54 1864.3255673415001 1862.8186354133952 150 TCGA 1 100 100 0.0 0.0015 25 6590 -55 1863.4028354784862 1863.8897281819252 150 TCGA 1 100 100 0.0 0.0015 25 6590 -56 1862.5641201737603 1860.6111717032427 150 TCGA 1 100 100 0.0 0.0015 25 6590 -57 1862.029503940804 1860.845435674466 150 TCGA 1 100 100 0.0 0.0015 25 6590 -58 1861.0972315995525 1860.9507240793812 150 TCGA 1 100 100 0.0 0.0015 25 6590 -59 1860.5940760703927 1862.8235446028973 150 TCGA 1 100 100 0.0 0.0015 25 6590 -60 1859.638089782599 1858.076355287178 150 TCGA 1 100 100 0.0 0.0015 25 6590 -61 1858.9555497150866 1860.4883781701476 150 TCGA 1 100 100 0.0 0.0015 25 6590 -62 1858.388680063889 1857.0478589235238 150 TCGA 1 100 100 0.0 0.0015 25 6590 -63 1857.4418158852131 1857.8463042752826 150 TCGA 1 100 100 0.0 0.0015 25 6590 -64 1857.1184551836404 1855.950280577693 150 TCGA 1 100 100 0.0 0.0015 25 6590 -65 1856.342476525548 1855.723686179923 150 TCGA 1 100 100 0.0 0.0015 25 6590 -66 1855.6701078486237 1859.9180227308418 150 TCGA 1 100 100 0.0 0.0015 25 6590 -67 1854.955382530944 1854.4162266410176 150 TCGA 1 100 100 0.0 0.0015 25 6590 -68 1854.794122361461 1854.6168838577653 150 TCGA 1 100 100 0.0 0.0015 25 6590 -69 1853.9833571251675 1853.4820986033685 150 TCGA 1 100 100 0.0 0.0015 25 6590 -70 1853.2838630459114 1852.1086155877042 150 TCGA 1 100 100 0.0 0.0015 25 6590 -71 1852.9352395123358 1854.6223960378063 150 TCGA 1 100 100 0.0 0.0015 25 6590 -72 1852.3478218808425 1854.1088861053313 150 TCGA 1 100 100 0.0 0.0015 25 6590 -73 1851.9393015692365 1851.9063665495446 150 TCGA 1 100 100 0.0 0.0015 25 6590 -74 1851.5224477071984 1850.643600693899 150 TCGA 1 100 100 0.0 0.0015 25 6590 -75 1851.3205764928903 1849.624907373783 150 TCGA 1 100 100 0.0 0.0015 25 6590 -76 1850.8797675549072 1849.0496844574434 150 TCGA 1 100 100 0.0 0.0015 25 6590 -77 1850.2674981845464 1849.913544161236 150 TCGA 1 100 100 0.0 0.0015 25 6590 -78 1849.62865187667 1848.6141786814935 150 TCGA 1 100 100 0.0 0.0015 25 6590 -79 1849.3164426707997 1849.0380209151224 150 TCGA 1 100 100 0.0 0.0015 25 6590 -80 1848.7222139001065 1849.4221160735317 150 TCGA 1 100 100 0.0 0.0015 25 6590 -81 1848.3998982969945 1849.8127079489243 150 TCGA 1 100 100 0.0 0.0015 25 6590 -82 1848.0562654621488 1847.340321603133 150 TCGA 1 100 100 0.0 0.0015 25 6590 -83 1847.8285232988476 1846.9847639074278 150 TCGA 1 100 100 0.0 0.0015 25 6590 -84 1847.4126456041715 1847.117948752552 150 TCGA 1 100 100 0.0 0.0015 25 6590 -85 1847.0211362995224 1846.4230214794677 150 TCGA 1 100 100 0.0 0.0015 25 6590 -86 1846.2455780816167 1846.2735258322864 150 TCGA 1 100 100 0.0 0.0015 25 6590 -87 1845.974018044551 1845.3064565994032 150 TCGA 1 100 100 0.0 0.0015 25 6590 -88 1846.0323430463823 1846.361810885482 150 TCGA 1 100 100 0.0 0.0015 25 6590 -89 1845.4917476163112 1844.8278262651147 150 TCGA 1 100 100 0.0 0.0015 25 6590 -90 1845.0823385036608 1844.4427680394158 150 TCGA 1 100 100 0.0 0.0015 25 6590 -91 1844.7974247047314 1844.3435261021907 150 TCGA 1 100 100 0.0 0.0015 25 6590 -92 1844.4411672597912 1843.8906170255575 150 TCGA 1 100 100 0.0 0.0015 25 6590 -93 1844.2794716076362 1842.7693190071452 150 TCGA 1 100 100 0.0 0.0015 25 6590 -94 1843.9136632337463 1843.043239267627 150 TCGA 1 100 100 0.0 0.0015 25 6590 -95 1843.5011899368826 1844.4153396376414 150 TCGA 1 100 100 0.0 0.0015 25 6590 -96 1843.4636009327867 1842.2196811695194 150 TCGA 1 100 100 0.0 0.0015 25 6590 -97 1843.2134244560943 1842.4421319242697 150 TCGA 1 100 100 0.0 0.0015 25 6590 -98 1842.8950563744384 1842.2349043803 150 TCGA 1 100 100 0.0 0.0015 25 6590 -99 1842.3817442110412 1841.7809856165593 150 TCGA 1 100 100 0.0 0.0015 25 6590 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index f5cd7e9c7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4125.321105691335 4656.859446156564 150 TCGA 1 100 100 1.0 0.0015 25 186 -1 2587.5600882154554 3466.845813540358 150 TCGA 1 100 100 1.0 0.0015 25 186 -2 2196.5813880747537 2917.809712625628 150 TCGA 1 100 100 1.0 0.0015 25 186 -3 2080.0131362998495 2446.2350374921484 150 TCGA 1 100 100 1.0 0.0015 25 186 -4 2038.0087762954631 2113.2471782741836 150 TCGA 1 100 100 1.0 0.0015 25 186 -5 2016.9874927185651 2009.919528060223 150 TCGA 1 100 100 1.0 0.0015 25 186 -6 1997.7761587182756 2084.2701385344694 150 TCGA 1 100 100 1.0 0.0015 25 186 -7 1988.1627919686428 2106.2752348166614 150 TCGA 1 100 100 1.0 0.0015 25 186 -8 1979.4909118046012 1974.5262076986494 150 TCGA 1 100 100 1.0 0.0015 25 186 -9 1971.4206358207791 1968.8400694880654 150 TCGA 1 100 100 1.0 0.0015 25 186 -10 1962.006874660999 1972.9410529208542 150 TCGA 1 100 100 1.0 0.0015 25 186 -11 1954.7509834297216 1973.5635231823178 150 TCGA 1 100 100 1.0 0.0015 25 186 -12 1950.6089241887087 1953.3249229546168 150 TCGA 1 100 100 1.0 0.0015 25 186 -13 1946.3969551611856 1948.7079636463568 150 TCGA 1 100 100 1.0 0.0015 25 186 -14 1940.779361854721 1939.6182701839275 150 TCGA 1 100 100 1.0 0.0015 25 186 -15 1936.5140107669313 1935.5432208650675 150 TCGA 1 100 100 1.0 0.0015 25 186 -16 1932.7699682042194 1945.0627361661825 150 TCGA 1 100 100 1.0 0.0015 25 186 -17 1928.3721483181412 1945.7616751972755 150 TCGA 1 100 100 1.0 0.0015 25 186 -18 1923.7379601528926 1921.5539483305197 150 TCGA 1 100 100 1.0 0.0015 25 186 -19 1921.9431918502214 1917.7817296933888 150 TCGA 1 100 100 1.0 0.0015 25 186 -20 1916.5528931931228 1916.5280639035018 150 TCGA 1 100 100 1.0 0.0015 25 186 -21 1913.1540100322477 1914.3131833483826 150 TCGA 1 100 100 1.0 0.0015 25 186 -22 1913.05459789911 1914.056660254397 150 TCGA 1 100 100 1.0 0.0015 25 186 -23 1909.6640100693087 1916.0327332463096 150 TCGA 1 100 100 1.0 0.0015 25 186 -24 1907.9371289247806 1903.1297220968122 150 TCGA 1 100 100 1.0 0.0015 25 186 -25 1904.7959584439357 1910.372977558692 150 TCGA 1 100 100 1.0 0.0015 25 186 -26 1901.404087424744 1903.3306117992306 150 TCGA 1 100 100 1.0 0.0015 25 186 -27 1899.8294501284934 1900.7198240960663 150 TCGA 1 100 100 1.0 0.0015 25 186 -28 1898.4296282974653 1896.8940110709798 150 TCGA 1 100 100 1.0 0.0015 25 186 -29 1895.823425286156 1896.7381554991755 150 TCGA 1 100 100 1.0 0.0015 25 186 -30 1894.2963822768568 1899.77941097087 150 TCGA 1 100 100 1.0 0.0015 25 186 -31 1891.513851499169 1893.5869201966866 150 TCGA 1 100 100 1.0 0.0015 25 186 -32 1890.4578821859477 1890.1483835191582 150 TCGA 1 100 100 1.0 0.0015 25 186 -33 1889.744923978768 1887.712131826123 150 TCGA 1 100 100 1.0 0.0015 25 186 -34 1886.9570924690997 1892.4920212635443 150 TCGA 1 100 100 1.0 0.0015 25 186 -35 1886.5767621426646 1882.587890625 150 TCGA 1 100 100 1.0 0.0015 25 186 -36 1884.747315107146 1895.6292951574278 150 TCGA 1 100 100 1.0 0.0015 25 186 -37 1882.4113751136906 1880.534120799309 150 TCGA 1 100 100 1.0 0.0015 25 186 -38 1881.2779980708558 1882.8019528796326 150 TCGA 1 100 100 1.0 0.0015 25 186 -39 1879.834327259185 1879.2754820243797 150 TCGA 1 100 100 1.0 0.0015 25 186 -40 1878.8486703778367 1878.1096694409548 150 TCGA 1 100 100 1.0 0.0015 25 186 -41 1877.4681909482172 1876.9737677646042 150 TCGA 1 100 100 1.0 0.0015 25 186 -42 1875.9989221596081 1874.7842005437342 150 TCGA 1 100 100 1.0 0.0015 25 186 -43 1875.0462301351993 1876.3429893608668 150 TCGA 1 100 100 1.0 0.0015 25 186 -44 1874.417379218109 1874.2228194193624 150 TCGA 1 100 100 1.0 0.0015 25 186 -45 1872.7801373602356 1873.4072204283134 150 TCGA 1 100 100 1.0 0.0015 25 186 -46 1871.7389601238979 1876.0474552940484 150 TCGA 1 100 100 1.0 0.0015 25 186 -47 1870.7894526099583 1868.8307277353565 150 TCGA 1 100 100 1.0 0.0015 25 186 -48 1870.142690262367 1869.0722024428785 150 TCGA 1 100 100 1.0 0.0015 25 186 -49 1869.3596173556925 1869.698138519747 150 TCGA 1 100 100 1.0 0.0015 25 186 -50 1868.0339909342865 1867.9525594279994 150 TCGA 1 100 100 1.0 0.0015 25 186 -51 1866.6073960956685 1865.2107172827025 150 TCGA 1 100 100 1.0 0.0015 25 186 -52 1866.1800082700968 1865.9206978495995 150 TCGA 1 100 100 1.0 0.0015 25 186 -53 1866.0202570907877 1865.5367272151775 150 TCGA 1 100 100 1.0 0.0015 25 186 -54 1864.6162062775998 1864.790274001845 150 TCGA 1 100 100 1.0 0.0015 25 186 -55 1863.7703158573083 1864.5322100001963 150 TCGA 1 100 100 1.0 0.0015 25 186 -56 1862.918266247846 1862.1420573325613 150 TCGA 1 100 100 1.0 0.0015 25 186 -57 1862.3999167185887 1862.8866291908762 150 TCGA 1 100 100 1.0 0.0015 25 186 -58 1861.1681787861498 1862.2665573963568 150 TCGA 1 100 100 1.0 0.0015 25 186 -59 1860.763092725694 1860.3090102612673 150 TCGA 1 100 100 1.0 0.0015 25 186 -60 1859.9195563044582 1858.9271086879712 150 TCGA 1 100 100 1.0 0.0015 25 186 -61 1858.9788971236806 1859.2122318133636 150 TCGA 1 100 100 1.0 0.0015 25 186 -62 1858.4254583815855 1859.5965680453046 150 TCGA 1 100 100 1.0 0.0015 25 186 -63 1857.9432724583214 1859.288524531839 150 TCGA 1 100 100 1.0 0.0015 25 186 -64 1857.0654236650557 1856.562171821019 150 TCGA 1 100 100 1.0 0.0015 25 186 -65 1856.164639387483 1856.329253076908 150 TCGA 1 100 100 1.0 0.0015 25 186 -66 1856.0953829544226 1855.8056916663395 150 TCGA 1 100 100 1.0 0.0015 25 186 -67 1855.4519769068422 1855.1403139967415 150 TCGA 1 100 100 1.0 0.0015 25 186 -68 1854.9067134829502 1854.6390779581502 150 TCGA 1 100 100 1.0 0.0015 25 186 -69 1854.29635292766 1854.4725734384815 150 TCGA 1 100 100 1.0 0.0015 25 186 -70 1853.941259831027 1855.556519781525 150 TCGA 1 100 100 1.0 0.0015 25 186 -71 1853.3624569654119 1854.2065938824985 150 TCGA 1 100 100 1.0 0.0015 25 186 -72 1852.8489160581364 1853.2811800702732 150 TCGA 1 100 100 1.0 0.0015 25 186 -73 1852.1514670074698 1852.4860238693468 150 TCGA 1 100 100 1.0 0.0015 25 186 -74 1851.6299965849198 1852.9390703517588 150 TCGA 1 100 100 1.0 0.0015 25 186 -75 1851.3015892385624 1852.5824845663867 150 TCGA 1 100 100 1.0 0.0015 25 186 -76 1850.965918592795 1850.882327899262 150 TCGA 1 100 100 1.0 0.0015 25 186 -77 1850.4676179167336 1850.8501307808574 150 TCGA 1 100 100 1.0 0.0015 25 186 -78 1850.4898980855276 1849.4322491363066 150 TCGA 1 100 100 1.0 0.0015 25 186 -79 1849.3666733304149 1850.7063761188756 150 TCGA 1 100 100 1.0 0.0015 25 186 -80 1849.3930440605293 1848.427736215256 150 TCGA 1 100 100 1.0 0.0015 25 186 -81 1848.8373865791166 1848.4126246466708 150 TCGA 1 100 100 1.0 0.0015 25 186 -82 1848.4630247538264 1848.909619508676 150 TCGA 1 100 100 1.0 0.0015 25 186 -83 1847.9907544716511 1849.6682711653973 150 TCGA 1 100 100 1.0 0.0015 25 186 -84 1847.4798332867524 1848.6141621191896 150 TCGA 1 100 100 1.0 0.0015 25 186 -85 1847.2083194535523 1848.4845062715924 150 TCGA 1 100 100 1.0 0.0015 25 186 -86 1846.7636289003638 1847.0550126118876 150 TCGA 1 100 100 1.0 0.0015 25 186 -87 1846.1606839768974 1846.8479758411197 150 TCGA 1 100 100 1.0 0.0015 25 186 -88 1846.0657930370953 1846.585176247448 150 TCGA 1 100 100 1.0 0.0015 25 186 -89 1845.674213670436 1847.493468931572 150 TCGA 1 100 100 1.0 0.0015 25 186 -90 1845.483378285475 1846.3138022878063 150 TCGA 1 100 100 1.0 0.0015 25 186 -91 1844.9851858226539 1845.5432687117227 150 TCGA 1 100 100 1.0 0.0015 25 186 -92 1844.7139109387863 1844.8770518854035 150 TCGA 1 100 100 1.0 0.0015 25 186 -93 1844.246842072763 1845.218997821137 150 TCGA 1 100 100 1.0 0.0015 25 186 -94 1843.9837833970423 1844.3222932288395 150 TCGA 1 100 100 1.0 0.0015 25 186 -95 1843.7530072707525 1844.2280911392902 150 TCGA 1 100 100 1.0 0.0015 25 186 -96 1843.4965458965844 1843.9679556228407 150 TCGA 1 100 100 1.0 0.0015 25 186 -97 1843.2690473288906 1843.9945767656643 150 TCGA 1 100 100 1.0 0.0015 25 186 -98 1842.9570047348948 1845.2168582168656 150 TCGA 1 100 100 1.0 0.0015 25 186 -99 1842.5140866878803 1843.2890901038395 150 TCGA 1 100 100 1.0 0.0015 25 186 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index edb852222..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4126.186278070585 4628.197312244818 150 TCGA 1 50 100 0.5 0.0015 25 1359 -1 2594.44267515993 3408.1713695430276 150 TCGA 1 50 100 0.5 0.0015 25 1359 -2 2201.3406490679763 2348.706766253141 150 TCGA 1 50 100 0.5 0.0015 25 1359 -3 2085.8753334690064 2314.377788601209 150 TCGA 1 50 100 0.5 0.0015 25 1359 -4 2039.2183390294938 2111.088029257616 150 TCGA 1 50 100 0.5 0.0015 25 1359 -5 2013.6641436394923 2109.593655533527 150 TCGA 1 50 100 0.5 0.0015 25 1359 -6 2000.2264982288018 2055.413227023791 150 TCGA 1 50 100 0.5 0.0015 25 1359 -7 1984.2724096240947 1997.990637391057 150 TCGA 1 50 100 0.5 0.0015 25 1359 -8 1979.1108124566167 1976.220533821451 150 TCGA 1 50 100 0.5 0.0015 25 1359 -9 1972.8154594863363 1997.5809896651224 150 TCGA 1 50 100 0.5 0.0015 25 1359 -10 1964.0000590526547 1963.8604736328125 150 TCGA 1 50 100 0.5 0.0015 25 1359 -11 1959.2144125865923 1974.954219338882 150 TCGA 1 50 100 0.5 0.0015 25 1359 -12 1951.8523867709628 1971.984036392902 150 TCGA 1 50 100 0.5 0.0015 25 1359 -13 1945.544731241476 1962.5379104997644 150 TCGA 1 50 100 0.5 0.0015 25 1359 -14 1943.276775977936 1945.7199516871467 150 TCGA 1 50 100 0.5 0.0015 25 1359 -15 1939.6058256820131 1929.3909930511934 150 TCGA 1 50 100 0.5 0.0015 25 1359 -16 1935.5073329117804 1925.662574346341 150 TCGA 1 50 100 0.5 0.0015 25 1359 -17 1930.8025312741988 1925.893619096459 150 TCGA 1 50 100 0.5 0.0015 25 1359 -18 1925.803797649797 1924.867181979232 150 TCGA 1 50 100 0.5 0.0015 25 1359 -19 1922.1688889031805 1924.6875595016097 150 TCGA 1 50 100 0.5 0.0015 25 1359 -20 1919.5993945835717 1921.3727696097676 150 TCGA 1 50 100 0.5 0.0015 25 1359 -21 1917.040823506303 1909.8832535480135 150 TCGA 1 50 100 0.5 0.0015 25 1359 -22 1913.9494311706019 1913.1796875 150 TCGA 1 50 100 0.5 0.0015 25 1359 -23 1910.7454807551023 1911.5258126570352 150 TCGA 1 50 100 0.5 0.0015 25 1359 -24 1907.3390866252032 1908.788702423249 150 TCGA 1 50 100 0.5 0.0015 25 1359 -25 1906.4158814416717 1905.675546310655 150 TCGA 1 50 100 0.5 0.0015 25 1359 -26 1902.5539506226062 1905.9404898025282 150 TCGA 1 50 100 0.5 0.0015 25 1359 -27 1900.9885714173597 1898.204026725424 150 TCGA 1 50 100 0.5 0.0015 25 1359 -28 1898.1162758490939 1896.382680614989 150 TCGA 1 50 100 0.5 0.0015 25 1359 -29 1896.3808301211814 1896.9543763740578 150 TCGA 1 50 100 0.5 0.0015 25 1359 -30 1894.0067553430254 1891.8901606420775 150 TCGA 1 50 100 0.5 0.0015 25 1359 -31 1892.5776405747495 1892.1714278178 150 TCGA 1 50 100 0.5 0.0015 25 1359 -32 1891.5012620972102 1891.6998303284 150 TCGA 1 50 100 0.5 0.0015 25 1359 -33 1889.8239268794605 1886.2937416575062 150 TCGA 1 50 100 0.5 0.0015 25 1359 -34 1888.0706180641064 1885.1553114694566 150 TCGA 1 50 100 0.5 0.0015 25 1359 -35 1886.9726017346165 1886.2660408978486 150 TCGA 1 50 100 0.5 0.0015 25 1359 -36 1884.6325530988827 1882.3193402314305 150 TCGA 1 50 100 0.5 0.0015 25 1359 -37 1883.7087788897468 1879.869386605881 150 TCGA 1 50 100 0.5 0.0015 25 1359 -38 1881.1977357571645 1882.700706903659 150 TCGA 1 50 100 0.5 0.0015 25 1359 -39 1880.8910745713763 1877.9537519138662 150 TCGA 1 50 100 0.5 0.0015 25 1359 -40 1879.1789074708395 1877.99906453655 150 TCGA 1 50 100 0.5 0.0015 25 1359 -41 1878.9907769808774 1875.3083489959563 150 TCGA 1 50 100 0.5 0.0015 25 1359 -42 1876.65560686563 1877.7546374450376 150 TCGA 1 50 100 0.5 0.0015 25 1359 -43 1875.4740289585282 1870.0675238987908 150 TCGA 1 50 100 0.5 0.0015 25 1359 -44 1874.2444188155982 1870.7093646945666 150 TCGA 1 50 100 0.5 0.0015 25 1359 -45 1873.0317770592508 1873.4400481410962 150 TCGA 1 50 100 0.5 0.0015 25 1359 -46 1872.0228555983551 1870.1536190473853 150 TCGA 1 50 100 0.5 0.0015 25 1359 -47 1871.4475264840394 1870.2026594152403 150 TCGA 1 50 100 0.5 0.0015 25 1359 -48 1869.7922297470377 1868.593988619857 150 TCGA 1 50 100 0.5 0.0015 25 1359 -49 1869.0429362669522 1866.808244714785 150 TCGA 1 50 100 0.5 0.0015 25 1359 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index 122168ff3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4126.720223046264 4445.50439453125 150 TCGA 1 50 100 0.0 0.0015 25 8253 -1 2587.903196838767 3063.62065576908 150 TCGA 1 50 100 0.0 0.0015 25 8253 -2 2184.8984422689036 2860.07697054609 150 TCGA 1 50 100 0.0 0.0015 25 8253 -3 2082.562438522017 2143.1216384657664 150 TCGA 1 50 100 0.0 0.0015 25 8253 -4 2035.3721452524173 2181.647652324121 150 TCGA 1 50 100 0.0 0.0015 25 8253 -5 2012.1177887633944 2238.6947935478174 150 TCGA 1 50 100 0.0 0.0015 25 8253 -6 2001.5875886580097 2028.3783615342336 150 TCGA 1 50 100 0.0 0.0015 25 8253 -7 1988.789936667322 2048.3233611907194 150 TCGA 1 50 100 0.0 0.0015 25 8253 -8 1976.95846726232 1980.0055612535332 150 TCGA 1 50 100 0.0 0.0015 25 8253 -9 1973.4462163571548 1974.1977226218985 150 TCGA 1 50 100 0.0 0.0015 25 8253 -10 1962.8402908006701 1981.7707188285176 150 TCGA 1 50 100 0.0 0.0015 25 8253 -11 1957.0561701521995 1977.9783181041928 150 TCGA 1 50 100 0.0 0.0015 25 8253 -12 1954.2097540215757 1944.3978909439777 150 TCGA 1 50 100 0.0 0.0015 25 8253 -13 1946.9253415979435 1950.6279370485238 150 TCGA 1 50 100 0.0 0.0015 25 8253 -14 1942.5413591632062 1953.459292924584 150 TCGA 1 50 100 0.0 0.0015 25 8253 -15 1941.5192617388066 1943.6615732470948 150 TCGA 1 50 100 0.0 0.0015 25 8253 -16 1935.3791434280254 1929.0379068192526 150 TCGA 1 50 100 0.0 0.0015 25 8253 -17 1930.3638901572658 1924.3885884500628 150 TCGA 1 50 100 0.0 0.0015 25 8253 -18 1927.4862499967298 1932.6609874322785 150 TCGA 1 50 100 0.0 0.0015 25 8253 -19 1925.360486890365 1932.4676176291614 150 TCGA 1 50 100 0.0 0.0015 25 8253 -20 1921.897673698738 1917.643839927175 150 TCGA 1 50 100 0.0 0.0015 25 8253 -21 1916.7404080584774 1908.0079989792714 150 TCGA 1 50 100 0.0 0.0015 25 8253 -22 1914.8053087655396 1907.4208708336605 150 TCGA 1 50 100 0.0 0.0015 25 8253 -23 1911.9698707469008 1907.9100482883166 150 TCGA 1 50 100 0.0 0.0015 25 8253 -24 1909.1291431418913 1911.1060484306297 150 TCGA 1 50 100 0.0 0.0015 25 8253 -25 1906.034386412668 1909.829251236652 150 TCGA 1 50 100 0.0 0.0015 25 8253 -26 1904.1542339390949 1914.0305519295698 150 TCGA 1 50 100 0.0 0.0015 25 8253 -27 1901.7587616753667 1901.7375831795698 150 TCGA 1 50 100 0.0 0.0015 25 8253 -28 1900.0522049994245 1902.4273393333856 150 TCGA 1 50 100 0.0 0.0015 25 8253 -29 1897.316163008654 1895.3513312411667 150 TCGA 1 50 100 0.0 0.0015 25 8253 -30 1894.642379902106 1896.3291616775282 150 TCGA 1 50 100 0.0 0.0015 25 8253 -31 1893.246390375818 1888.1627000971655 150 TCGA 1 50 100 0.0 0.0015 25 8253 -32 1890.2560180977448 1885.580757179452 150 TCGA 1 50 100 0.0 0.0015 25 8253 -33 1889.4705519098725 1885.3379703694252 150 TCGA 1 50 100 0.0 0.0015 25 8253 -34 1887.5866868991727 1883.7675719908134 150 TCGA 1 50 100 0.0 0.0015 25 8253 -35 1885.9243186816984 1886.329146342062 150 TCGA 1 50 100 0.0 0.0015 25 8253 -36 1884.931418925474 1880.199534047189 150 TCGA 1 50 100 0.0 0.0015 25 8253 -37 1883.3416815084038 1876.8182305570822 150 TCGA 1 50 100 0.0 0.0015 25 8253 -38 1882.1558217524364 1878.1882005241048 150 TCGA 1 50 100 0.0 0.0015 25 8253 -39 1880.6672931053315 1880.4606087076006 150 TCGA 1 50 100 0.0 0.0015 25 8253 -40 1879.8415729409019 1875.89925886758 150 TCGA 1 50 100 0.0 0.0015 25 8253 -41 1877.7402303282445 1873.8415245171168 150 TCGA 1 50 100 0.0 0.0015 25 8253 -42 1876.8281050114801 1878.028225846027 150 TCGA 1 50 100 0.0 0.0015 25 8253 -43 1875.4059631572477 1873.4130589470792 150 TCGA 1 50 100 0.0 0.0015 25 8253 -44 1874.305065783077 1868.773562023987 150 TCGA 1 50 100 0.0 0.0015 25 8253 -45 1873.8502216068732 1870.805286196608 150 TCGA 1 50 100 0.0 0.0015 25 8253 -46 1872.4737644206202 1870.6609058475974 150 TCGA 1 50 100 0.0 0.0015 25 8253 -47 1870.6075776819007 1865.5368664612124 150 TCGA 1 50 100 0.0 0.0015 25 8253 -48 1870.1032945658694 1864.8845282319803 150 TCGA 1 50 100 0.0 0.0015 25 8253 -49 1869.6597241873135 1867.8979663944724 150 TCGA 1 50 100 0.0 0.0015 25 8253 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 7c61ae62b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4129.687261718314 4504.570157918499 150 TCGA 1 50 100 1.0 0.0015 25 4166 -1 2582.923812591999 3729.755014084092 150 TCGA 1 50 100 1.0 0.0015 25 4166 -2 2192.815043024778 2952.240575435773 150 TCGA 1 50 100 1.0 0.0015 25 4166 -3 2079.3407076573662 2216.6053681493404 150 TCGA 1 50 100 1.0 0.0015 25 4166 -4 2036.4760489435598 2160.9959060438914 150 TCGA 1 50 100 1.0 0.0015 25 4166 -5 2013.8957845588018 2021.2881754966238 150 TCGA 1 50 100 1.0 0.0015 25 4166 -6 1996.8177504541086 1994.275864797621 150 TCGA 1 50 100 1.0 0.0015 25 4166 -7 1987.972272107984 2067.399780886856 150 TCGA 1 50 100 1.0 0.0015 25 4166 -8 1980.3024988320274 2032.398777947354 150 TCGA 1 50 100 1.0 0.0015 25 4166 -9 1969.6264238584279 2002.3906372683732 150 TCGA 1 50 100 1.0 0.0015 25 4166 -10 1963.7054297022155 1968.4086656426664 150 TCGA 1 50 100 1.0 0.0015 25 4166 -11 1958.701681861575 1972.1826558328753 150 TCGA 1 50 100 1.0 0.0015 25 4166 -12 1953.903793742021 1946.3018301959014 150 TCGA 1 50 100 1.0 0.0015 25 4166 -13 1948.4979616206251 1938.787457183378 150 TCGA 1 50 100 1.0 0.0015 25 4166 -14 1944.3725544107401 1937.5536784263113 150 TCGA 1 50 100 1.0 0.0015 25 4166 -15 1940.089688092979 1935.8071571235082 150 TCGA 1 50 100 1.0 0.0015 25 4166 -16 1933.1287902157571 1937.6258931375628 150 TCGA 1 50 100 1.0 0.0015 25 4166 -17 1929.6449165501783 1952.6693949483747 150 TCGA 1 50 100 1.0 0.0015 25 4166 -18 1926.6932395665106 1922.427764432514 150 TCGA 1 50 100 1.0 0.0015 25 4166 -19 1921.6476031053357 1928.8510079695352 150 TCGA 1 50 100 1.0 0.0015 25 4166 -20 1919.0872948117815 1919.0989726464354 150 TCGA 1 50 100 1.0 0.0015 25 4166 -21 1917.1448339663893 1912.00581827595 150 TCGA 1 50 100 1.0 0.0015 25 4166 -22 1915.10445436328 1909.154111622566 150 TCGA 1 50 100 1.0 0.0015 25 4166 -23 1911.725171656012 1911.7180089902638 150 TCGA 1 50 100 1.0 0.0015 25 4166 -24 1907.8345621481367 1905.1825490980293 150 TCGA 1 50 100 1.0 0.0015 25 4166 -25 1906.7552273317378 1903.836104963293 150 TCGA 1 50 100 1.0 0.0015 25 4166 -26 1903.1983601701806 1899.212994292753 150 TCGA 1 50 100 1.0 0.0015 25 4166 -27 1902.5145923006892 1897.4427441160883 150 TCGA 1 50 100 1.0 0.0015 25 4166 -28 1899.774641212202 1902.1672553441033 150 TCGA 1 50 100 1.0 0.0015 25 4166 -29 1896.7387451689642 1891.5909890026303 150 TCGA 1 50 100 1.0 0.0015 25 4166 -30 1895.7501745691309 1896.8684339667086 150 TCGA 1 50 100 1.0 0.0015 25 4166 -31 1893.5037808550803 1892.2850194576397 150 TCGA 1 50 100 1.0 0.0015 25 4166 -32 1891.9427742850023 1889.5212279660018 150 TCGA 1 50 100 1.0 0.0015 25 4166 -33 1889.7818646980777 1896.317298774144 150 TCGA 1 50 100 1.0 0.0015 25 4166 -34 1888.3810409067305 1888.6646513819096 150 TCGA 1 50 100 1.0 0.0015 25 4166 -35 1885.8097368698725 1883.7660948786904 150 TCGA 1 50 100 1.0 0.0015 25 4166 -36 1885.7817664859097 1882.444658595713 150 TCGA 1 50 100 1.0 0.0015 25 4166 -37 1883.5245201774228 1882.8451853996546 150 TCGA 1 50 100 1.0 0.0015 25 4166 -38 1882.9350491104442 1880.1757358570194 150 TCGA 1 50 100 1.0 0.0015 25 4166 -39 1881.006494197852 1877.652753513662 150 TCGA 1 50 100 1.0 0.0015 25 4166 -40 1879.4300327277606 1878.8198536628454 150 TCGA 1 50 100 1.0 0.0015 25 4166 -41 1877.818892606575 1876.6201558328753 150 TCGA 1 50 100 1.0 0.0015 25 4166 -42 1877.0730581214377 1875.663030729821 150 TCGA 1 50 100 1.0 0.0015 25 4166 -43 1875.4409876219968 1875.8172717837233 150 TCGA 1 50 100 1.0 0.0015 25 4166 -44 1874.2053393655515 1872.3316386620604 150 TCGA 1 50 100 1.0 0.0015 25 4166 -45 1872.450043061839 1870.6187149124528 150 TCGA 1 50 100 1.0 0.0015 25 4166 -46 1871.9010229680218 1871.9957342866678 150 TCGA 1 50 100 1.0 0.0015 25 4166 -47 1871.022497889692 1872.5019715275596 150 TCGA 1 50 100 1.0 0.0015 25 4166 -48 1870.1380595204978 1867.6507856666144 150 TCGA 1 50 100 1.0 0.0015 25 4166 -49 1868.630879431647 1867.606593146396 150 TCGA 1 50 100 1.0 0.0015 25 4166 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 9492c8a7d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3056.2130398508134 2588.068197432475 50 TCGA 1 100 100 0.5 0.0015 25 6335 -1 2069.9048570440686 2144.564773329538 50 TCGA 1 100 100 0.5 0.0015 25 6335 -2 1998.987105102062 1980.4760631772142 50 TCGA 1 100 100 0.5 0.0015 25 6335 -3 1969.6726655888763 1984.1621964804492 50 TCGA 1 100 100 0.5 0.0015 25 6335 -4 1949.204814023106 1943.5601450857805 50 TCGA 1 100 100 0.5 0.0015 25 6335 -5 1939.4728520066894 1928.455101434909 50 TCGA 1 100 100 0.5 0.0015 25 6335 -6 1929.2226443686168 1926.5764736769786 50 TCGA 1 100 100 0.5 0.0015 25 6335 -7 1917.9813851289337 1910.491240995014 50 TCGA 1 100 100 0.5 0.0015 25 6335 -8 1910.9377323682452 1902.9694934634108 50 TCGA 1 100 100 0.5 0.0015 25 6335 -9 1904.1851725841768 1899.2655354408762 50 TCGA 1 100 100 0.5 0.0015 25 6335 -10 1899.3013208174043 1894.3457773486573 50 TCGA 1 100 100 0.5 0.0015 25 6335 -11 1894.075363586678 1886.919215830127 50 TCGA 1 100 100 0.5 0.0015 25 6335 -12 1890.4927715272133 1882.34131779503 50 TCGA 1 100 100 0.5 0.0015 25 6335 -13 1884.8247052871936 1878.616328713882 50 TCGA 1 100 100 0.5 0.0015 25 6335 -14 1881.4333507675374 1877.6401465334484 50 TCGA 1 100 100 0.5 0.0015 25 6335 -15 1877.5984534472143 1872.639354609964 50 TCGA 1 100 100 0.5 0.0015 25 6335 -16 1875.2041986846327 1870.3635125088333 50 TCGA 1 100 100 0.5 0.0015 25 6335 -17 1871.698189729558 1867.1609205696452 50 TCGA 1 100 100 0.5 0.0015 25 6335 -18 1869.236799170069 1867.1233112584407 50 TCGA 1 100 100 0.5 0.0015 25 6335 -19 1867.1589545271122 1862.8140832335505 50 TCGA 1 100 100 0.5 0.0015 25 6335 -20 1864.9801715519136 1859.859179319449 50 TCGA 1 100 100 0.5 0.0015 25 6335 -21 1863.0863913633898 1858.3659674102937 50 TCGA 1 100 100 0.5 0.0015 25 6335 -22 1860.7197704500406 1855.943753189777 50 TCGA 1 100 100 0.5 0.0015 25 6335 -23 1858.8510745185097 1857.2404153335035 50 TCGA 1 100 100 0.5 0.0015 25 6335 -24 1857.5014806356344 1853.7292486602937 50 TCGA 1 100 100 0.5 0.0015 25 6335 -25 1856.2399083727344 1851.6392270188835 50 TCGA 1 100 100 0.5 0.0015 25 6335 -26 1854.7935256762141 1850.4641732834093 50 TCGA 1 100 100 0.5 0.0015 25 6335 -27 1853.3988985576218 1850.6887489203832 50 TCGA 1 100 100 0.5 0.0015 25 6335 -28 1852.1768662709985 1849.0292097695508 50 TCGA 1 100 100 0.5 0.0015 25 6335 -29 1851.0379875209505 1846.4607829184988 50 TCGA 1 100 100 0.5 0.0015 25 6335 -30 1850.0901557044374 1851.8350922090924 50 TCGA 1 100 100 0.5 0.0015 25 6335 -31 1849.1882876594068 1845.7362790515076 50 TCGA 1 100 100 0.5 0.0015 25 6335 -32 1847.9881874933508 1844.8058149634894 50 TCGA 1 100 100 0.5 0.0015 25 6335 -33 1847.753787109157 1843.5403942319017 50 TCGA 1 100 100 0.5 0.0015 25 6335 -34 1846.4311710651039 1842.8375606057632 50 TCGA 1 100 100 0.5 0.0015 25 6335 -35 1845.8906906746183 1841.3675481901696 50 TCGA 1 100 100 0.5 0.0015 25 6335 -36 1845.0259713276062 1841.3850226474167 50 TCGA 1 100 100 0.5 0.0015 25 6335 -37 1844.176856242675 1840.5189000422033 50 TCGA 1 100 100 0.5 0.0015 25 6335 -38 1843.73539449626 1840.9900356273556 50 TCGA 1 100 100 0.5 0.0015 25 6335 -39 1843.4973114010265 1839.4122921737594 50 TCGA 1 100 100 0.5 0.0015 25 6335 -40 1842.601304379674 1839.475324007734 50 TCGA 1 100 100 0.5 0.0015 25 6335 -41 1842.2257419487823 1837.826175555512 50 TCGA 1 100 100 0.5 0.0015 25 6335 -42 1841.2327588729952 1838.6689735297582 50 TCGA 1 100 100 0.5 0.0015 25 6335 -43 1841.0967657457759 1838.055042055983 50 TCGA 1 100 100 0.5 0.0015 25 6335 -44 1840.6938802346758 1837.0864693339745 50 TCGA 1 100 100 0.5 0.0015 25 6335 -45 1840.2632666408037 1836.736764879083 50 TCGA 1 100 100 0.5 0.0015 25 6335 -46 1840.142677209196 1836.7683522593436 50 TCGA 1 100 100 0.5 0.0015 25 6335 -47 1839.6474198704254 1836.0234424073492 50 TCGA 1 100 100 0.5 0.0015 25 6335 -48 1839.3013123015046 1835.7502821725816 50 TCGA 1 100 100 0.5 0.0015 25 6335 -49 1839.052304410631 1835.5176701377984 50 TCGA 1 100 100 0.5 0.0015 25 6335 -50 1838.667368576641 1835.5203078380182 50 TCGA 1 100 100 0.5 0.0015 25 6335 -51 1838.4511080534414 1834.9831003160332 50 TCGA 1 100 100 0.5 0.0015 25 6335 -52 1838.0087725893436 1834.7621395551978 50 TCGA 1 100 100 0.5 0.0015 25 6335 -53 1837.8159792559768 1835.2319789867306 50 TCGA 1 100 100 0.5 0.0015 25 6335 -54 1837.7164380490508 1833.9644419607805 50 TCGA 1 100 100 0.5 0.0015 25 6335 -55 1837.6667950682668 1833.793970462665 50 TCGA 1 100 100 0.5 0.0015 25 6335 -56 1836.9850160088013 1833.3327109178706 50 TCGA 1 100 100 0.5 0.0015 25 6335 -57 1836.9705688462936 1834.4638745485238 50 TCGA 1 100 100 0.5 0.0015 25 6335 -58 1836.7241193088175 1833.2520524988222 50 TCGA 1 100 100 0.5 0.0015 25 6335 -59 1836.544760290913 1833.608692265036 50 TCGA 1 100 100 0.5 0.0015 25 6335 -60 1836.5171163997315 1832.6570842493718 50 TCGA 1 100 100 0.5 0.0015 25 6335 -61 1836.1577995122311 1832.2763819095478 50 TCGA 1 100 100 0.5 0.0015 25 6335 -62 1835.8765454109737 1833.072504244857 50 TCGA 1 100 100 0.5 0.0015 25 6335 -63 1835.782188152386 1832.9542125912767 50 TCGA 1 100 100 0.5 0.0015 25 6335 -64 1835.860718686342 1832.7069791094143 50 TCGA 1 100 100 0.5 0.0015 25 6335 -65 1835.5808337509984 1832.6100939266646 50 TCGA 1 100 100 0.5 0.0015 25 6335 -66 1835.5591423783217 1832.6929109659627 50 TCGA 1 100 100 0.5 0.0015 25 6335 -67 1835.3123018316078 1831.9795553696215 50 TCGA 1 100 100 0.5 0.0015 25 6335 -68 1835.249704082705 1831.8346333719378 50 TCGA 1 100 100 0.5 0.0015 25 6335 -69 1835.2270774598605 1832.6008362123116 50 TCGA 1 100 100 0.5 0.0015 25 6335 -70 1834.8926648236716 1831.925412585388 50 TCGA 1 100 100 0.5 0.0015 25 6335 -71 1834.9654570855337 1831.5474706295147 50 TCGA 1 100 100 0.5 0.0015 25 6335 -72 1834.9178848445436 1831.6822479094692 50 TCGA 1 100 100 0.5 0.0015 25 6335 -73 1834.9051632758217 1831.436574964667 50 TCGA 1 100 100 0.5 0.0015 25 6335 -74 1834.9463638797884 1832.0366290681925 50 TCGA 1 100 100 0.5 0.0015 25 6335 -75 1834.6066096080494 1831.917401951162 50 TCGA 1 100 100 0.5 0.0015 25 6335 -76 1834.5300760593834 1831.2341615303078 50 TCGA 1 100 100 0.5 0.0015 25 6335 -77 1834.558638918332 1831.4651124273712 50 TCGA 1 100 100 0.5 0.0015 25 6335 -78 1834.6668190217895 1831.9607780111494 50 TCGA 1 100 100 0.5 0.0015 25 6335 -79 1834.310124568128 1831.132687976013 50 TCGA 1 100 100 0.5 0.0015 25 6335 -80 1834.2123766052948 1831.26882397829 50 TCGA 1 100 100 0.5 0.0015 25 6335 -81 1834.0710796258695 1831.2684823040986 50 TCGA 1 100 100 0.5 0.0015 25 6335 -82 1834.2284209554464 1831.01980054079 50 TCGA 1 100 100 0.5 0.0015 25 6335 -83 1834.05666279359 1831.0544102347676 50 TCGA 1 100 100 0.5 0.0015 25 6335 -84 1834.0896013534314 1831.0234595830716 50 TCGA 1 100 100 0.5 0.0015 25 6335 -85 1833.8752506399596 1830.5646978790437 50 TCGA 1 100 100 0.5 0.0015 25 6335 -86 1833.7951849549859 1830.9920231038002 50 TCGA 1 100 100 0.5 0.0015 25 6335 -87 1833.721015501826 1830.1882778148556 50 TCGA 1 100 100 0.5 0.0015 25 6335 -88 1833.786104566964 1830.5988131575848 50 TCGA 1 100 100 0.5 0.0015 25 6335 -89 1833.6207404151028 1830.8596559457444 50 TCGA 1 100 100 0.5 0.0015 25 6335 -90 1833.8541953027986 1831.0400930433418 50 TCGA 1 100 100 0.5 0.0015 25 6335 -91 1833.522423576545 1830.236385172935 50 TCGA 1 100 100 0.5 0.0015 25 6335 -92 1833.7770239881859 1830.1432541123586 50 TCGA 1 100 100 0.5 0.0015 25 6335 -93 1833.7843015398055 1829.8731168047268 50 TCGA 1 100 100 0.5 0.0015 25 6335 -94 1833.4872718365655 1830.441071323414 50 TCGA 1 100 100 0.5 0.0015 25 6335 -95 1833.6094813193045 1830.1581785882538 50 TCGA 1 100 100 0.5 0.0015 25 6335 -96 1833.4099328881703 1830.4984560252435 50 TCGA 1 100 100 0.5 0.0015 25 6335 -97 1833.660489923388 1830.0812871731705 50 TCGA 1 100 100 0.5 0.0015 25 6335 -98 1833.2936700649966 1829.9514074277638 50 TCGA 1 100 100 0.5 0.0015 25 6335 -99 1833.3413827706427 1830.4757135285804 50 TCGA 1 100 100 0.5 0.0015 25 6335 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index edcff50a0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3092.857251393501 3305.5855853976914 50 TCGA 1 100 100 0.0 0.0015 25 9529 -1 2076.1418445449626 2124.939151323021 50 TCGA 1 100 100 0.0 0.0015 25 9529 -2 2000.3276078055674 2036.656488619857 50 TCGA 1 100 100 0.0 0.0015 25 9529 -3 1975.4419732045376 1969.850115445391 50 TCGA 1 100 100 0.0 0.0015 25 9529 -4 1954.8078667374245 1951.9728654257617 50 TCGA 1 100 100 0.0 0.0015 25 9529 -5 1940.2461804350462 1928.1781564070352 50 TCGA 1 100 100 0.0 0.0015 25 9529 -6 1927.8683079198902 1921.1608027932632 50 TCGA 1 100 100 0.0 0.0015 25 9529 -7 1920.2421162117005 1909.733069031682 50 TCGA 1 100 100 0.0 0.0015 25 9529 -8 1911.6202826684628 1902.4028792644865 50 TCGA 1 100 100 0.0 0.0015 25 9529 -9 1904.8381644554577 1896.4306579283134 50 TCGA 1 100 100 0.0 0.0015 25 9529 -10 1898.5408890037907 1892.963143966905 50 TCGA 1 100 100 0.0 0.0015 25 9529 -11 1892.4396518384096 1886.237058706619 50 TCGA 1 100 100 0.0 0.0015 25 9529 -12 1888.8754522964643 1883.1901505820117 50 TCGA 1 100 100 0.0 0.0015 25 9529 -13 1883.5602234070661 1880.7212275979507 50 TCGA 1 100 100 0.0 0.0015 25 9529 -14 1881.5576160157123 1880.0990131320666 50 TCGA 1 100 100 0.0 0.0015 25 9529 -15 1877.9016319570403 1872.0444507694724 50 TCGA 1 100 100 0.0 0.0015 25 9529 -16 1874.8507333647553 1873.90087890625 50 TCGA 1 100 100 0.0 0.0015 25 9529 -17 1872.1092383777182 1868.3326434418184 50 TCGA 1 100 100 0.0 0.0015 25 9529 -18 1869.35933965561 1867.5027609973697 50 TCGA 1 100 100 0.0 0.0015 25 9529 -19 1866.7113889108107 1862.1875282172582 50 TCGA 1 100 100 0.0 0.0015 25 9529 -20 1865.122079741304 1860.7337775302292 50 TCGA 1 100 100 0.0 0.0015 25 9529 -21 1862.845133336371 1862.107204111377 50 TCGA 1 100 100 0.0 0.0015 25 9529 -22 1860.8041224530239 1857.697263784744 50 TCGA 1 100 100 0.0 0.0015 25 9529 -23 1859.375262153456 1856.423829965256 50 TCGA 1 100 100 0.0 0.0015 25 9529 -24 1857.6763452478174 1853.0324731567996 50 TCGA 1 100 100 0.0 0.0015 25 9529 -25 1856.1071021404366 1852.884261394865 50 TCGA 1 100 100 0.0 0.0015 25 9529 -26 1854.7457230154166 1850.2831209269002 50 TCGA 1 100 100 0.0 0.0015 25 9529 -27 1853.1917313121103 1850.5458640860552 50 TCGA 1 100 100 0.0 0.0015 25 9529 -28 1852.29792565764 1848.7560292919677 50 TCGA 1 100 100 0.0 0.0015 25 9529 -29 1851.140794146206 1845.8559079577576 50 TCGA 1 100 100 0.0 0.0015 25 9529 -30 1850.126322171773 1845.2437087782664 50 TCGA 1 100 100 0.0 0.0015 25 9529 -31 1848.9704391593605 1846.3255688844613 50 TCGA 1 100 100 0.0 0.0015 25 9529 -32 1848.2198622991284 1845.7136242737124 50 TCGA 1 100 100 0.0 0.0015 25 9529 -33 1847.23497938362 1843.392063466748 50 TCGA 1 100 100 0.0 0.0015 25 9529 -34 1846.4579660641534 1843.0611271690484 50 TCGA 1 100 100 0.0 0.0015 25 9529 -35 1845.7061142579214 1842.103770193742 50 TCGA 1 100 100 0.0 0.0015 25 9529 -36 1844.8384407521198 1840.985400022574 50 TCGA 1 100 100 0.0 0.0015 25 9529 -37 1844.1492633515136 1840.6966350306218 50 TCGA 1 100 100 0.0 0.0015 25 9529 -38 1843.7919589005512 1840.3268086035646 50 TCGA 1 100 100 0.0 0.0015 25 9529 -39 1843.060740792255 1840.2393553460663 50 TCGA 1 100 100 0.0 0.0015 25 9529 -40 1842.5462421937132 1839.214652976798 50 TCGA 1 100 100 0.0 0.0015 25 9529 -41 1841.9961917577864 1840.3521930943782 50 TCGA 1 100 100 0.0 0.0015 25 9529 -42 1841.7107244662534 1838.1585484797033 50 TCGA 1 100 100 0.0 0.0015 25 9529 -43 1841.0448263470437 1837.23378182416 50 TCGA 1 100 100 0.0 0.0015 25 9529 -44 1840.6570357654707 1837.194542659587 50 TCGA 1 100 100 0.0 0.0015 25 9529 -45 1840.1597321990719 1836.6675399703597 50 TCGA 1 100 100 0.0 0.0015 25 9529 -46 1839.865798522697 1836.9056911756045 50 TCGA 1 100 100 0.0 0.0015 25 9529 -47 1839.4747923374016 1835.9850006870288 50 TCGA 1 100 100 0.0 0.0015 25 9529 -48 1839.1104134764971 1835.6729859011857 50 TCGA 1 100 100 0.0 0.0015 25 9529 -49 1838.9034633796148 1836.304854963293 50 TCGA 1 100 100 0.0 0.0015 25 9529 -50 1838.476332093818 1836.1712812107412 50 TCGA 1 100 100 0.0 0.0015 25 9529 -51 1838.162577476974 1834.8707882675094 50 TCGA 1 100 100 0.0 0.0015 25 9529 -52 1838.2225571385532 1834.422288444174 50 TCGA 1 100 100 0.0 0.0015 25 9529 -53 1837.6001755120112 1835.1743581187186 50 TCGA 1 100 100 0.0 0.0015 25 9529 -54 1837.4259499193156 1833.750336766842 50 TCGA 1 100 100 0.0 0.0015 25 9529 -55 1837.3764956099924 1833.9178914592494 50 TCGA 1 100 100 0.0 0.0015 25 9529 -56 1836.9801145021984 1833.6009220909234 50 TCGA 1 100 100 0.0 0.0015 25 9529 -57 1836.702656748146 1834.2051627767744 50 TCGA 1 100 100 0.0 0.0015 25 9529 -58 1836.5269871449973 1833.216627571451 50 TCGA 1 100 100 0.0 0.0015 25 9529 -59 1836.2867435183239 1832.8192623272614 50 TCGA 1 100 100 0.0 0.0015 25 9529 -60 1836.2823511398933 1833.024593794166 50 TCGA 1 100 100 0.0 0.0015 25 9529 -61 1836.164780260902 1833.278503724678 50 TCGA 1 100 100 0.0 0.0015 25 9529 -62 1836.0136229596721 1833.4253763936872 50 TCGA 1 100 100 0.0 0.0015 25 9529 -63 1835.8698149071247 1832.294802258362 50 TCGA 1 100 100 0.0 0.0015 25 9529 -64 1835.4437727435836 1832.575074469025 50 TCGA 1 100 100 0.0 0.0015 25 9529 -65 1835.5514822107352 1832.2954788591394 50 TCGA 1 100 100 0.0 0.0015 25 9529 -66 1835.583800349814 1832.8178091384657 50 TCGA 1 100 100 0.0 0.0015 25 9529 -67 1835.443271858802 1831.566973048838 50 TCGA 1 100 100 0.0 0.0015 25 9529 -68 1835.1197559770987 1831.84218026166 50 TCGA 1 100 100 0.0 0.0015 25 9529 -69 1835.48138191333 1832.6098657349246 50 TCGA 1 100 100 0.0 0.0015 25 9529 -70 1834.8842135085658 1831.2430419921875 50 TCGA 1 100 100 0.0 0.0015 25 9529 -71 1834.596659630853 1831.5516915632852 50 TCGA 1 100 100 0.0 0.0015 25 9529 -72 1834.6294783140775 1831.4516374597597 50 TCGA 1 100 100 0.0 0.0015 25 9529 -73 1834.8229474011164 1831.6412359649812 50 TCGA 1 100 100 0.0 0.0015 25 9529 -74 1834.8458056700576 1831.2639687696294 50 TCGA 1 100 100 0.0 0.0015 25 9529 -75 1834.8109291094543 1831.6208213921168 50 TCGA 1 100 100 0.0 0.0015 25 9529 -76 1834.5973071117382 1831.193951324003 50 TCGA 1 100 100 0.0 0.0015 25 9529 -77 1834.4783216668686 1831.0045043331893 50 TCGA 1 100 100 0.0 0.0015 25 9529 -78 1834.3400937223132 1830.5350446078046 50 TCGA 1 100 100 0.0 0.0015 25 9529 -79 1834.2294583555338 1830.925979384226 50 TCGA 1 100 100 0.0 0.0015 25 9529 -80 1834.231827288071 1830.8498559692996 50 TCGA 1 100 100 0.0 0.0015 25 9529 -81 1834.2772327844207 1830.138313638505 50 TCGA 1 100 100 0.0 0.0015 25 9529 -82 1833.9874125873555 1830.0869306248037 50 TCGA 1 100 100 0.0 0.0015 25 9529 -83 1834.165210756663 1830.1872411373272 50 TCGA 1 100 100 0.0 0.0015 25 9529 -84 1834.0981879555256 1830.6446441190326 50 TCGA 1 100 100 0.0 0.0015 25 9529 -85 1833.6889967954057 1830.9927003179962 50 TCGA 1 100 100 0.0 0.0015 25 9529 -86 1834.0137632608228 1830.4610466885208 50 TCGA 1 100 100 0.0 0.0015 25 9529 -87 1833.6654604019657 1830.4395555659155 50 TCGA 1 100 100 0.0 0.0015 25 9529 -88 1833.5857042324758 1830.3611207894944 50 TCGA 1 100 100 0.0 0.0015 25 9529 -89 1833.7724115861581 1830.2675308917635 50 TCGA 1 100 100 0.0 0.0015 25 9529 -90 1833.7432475591934 1830.311127782467 50 TCGA 1 100 100 0.0 0.0015 25 9529 -91 1833.5368229682617 1830.6444791094143 50 TCGA 1 100 100 0.0 0.0015 25 9529 -92 1833.5336060428715 1830.1564812588333 50 TCGA 1 100 100 0.0 0.0015 25 9529 -93 1833.4974909843193 1830.3204719888506 50 TCGA 1 100 100 0.0 0.0015 25 9529 -94 1833.3897186902661 1830.232104737555 50 TCGA 1 100 100 0.0 0.0015 25 9529 -95 1833.3974220777466 1829.9005476601758 50 TCGA 1 100 100 0.0 0.0015 25 9529 -96 1833.4759696026256 1830.3093611367383 50 TCGA 1 100 100 0.0 0.0015 25 9529 -97 1833.3208324195205 1829.8458049524968 50 TCGA 1 100 100 0.0 0.0015 25 9529 -98 1833.4189580659113 1829.7881086339903 50 TCGA 1 100 100 0.0 0.0015 25 9529 -99 1833.2916891304747 1829.865940419873 50 TCGA 1 100 100 0.0 0.0015 25 9529 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index b4f130e8d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3052.035716609825 2344.843332875314 50 TCGA 1 100 100 1.0 0.0015 25 6892 -1 2072.79625744058 2117.1802923307946 50 TCGA 1 100 100 1.0 0.0015 25 6892 -2 2001.5187675986176 1994.8857679510836 50 TCGA 1 100 100 1.0 0.0015 25 6892 -3 1974.0315278227115 1977.7404478446922 50 TCGA 1 100 100 1.0 0.0015 25 6892 -4 1953.1356638684738 1952.287554716944 50 TCGA 1 100 100 1.0 0.0015 25 6892 -5 1937.8521829616386 1936.9578041575062 50 TCGA 1 100 100 1.0 0.0015 25 6892 -6 1929.0515384292985 1916.1040934653738 50 TCGA 1 100 100 1.0 0.0015 25 6892 -7 1917.8032676474513 1906.3191592729272 50 TCGA 1 100 100 1.0 0.0015 25 6892 -8 1910.296477927442 1902.7184261149498 50 TCGA 1 100 100 1.0 0.0015 25 6892 -9 1904.0302476854195 1897.626913866206 50 TCGA 1 100 100 1.0 0.0015 25 6892 -10 1898.8946792358984 1889.335894560694 50 TCGA 1 100 100 1.0 0.0015 25 6892 -11 1892.0445331957128 1889.123474427803 50 TCGA 1 100 100 1.0 0.0015 25 6892 -12 1888.6521327873202 1881.9045741402324 50 TCGA 1 100 100 1.0 0.0015 25 6892 -13 1884.6535548608156 1878.768479850424 50 TCGA 1 100 100 1.0 0.0015 25 6892 -14 1881.9228930383379 1881.4851988212547 50 TCGA 1 100 100 1.0 0.0015 25 6892 -15 1877.4790607515836 1875.0389195734533 50 TCGA 1 100 100 1.0 0.0015 25 6892 -16 1875.5612521958758 1871.7869627679413 50 TCGA 1 100 100 1.0 0.0015 25 6892 -17 1872.0181642096547 1866.6422579204616 50 TCGA 1 100 100 1.0 0.0015 25 6892 -18 1869.3084497018535 1864.437115386503 50 TCGA 1 100 100 1.0 0.0015 25 6892 -19 1867.6175041007123 1863.9248390389448 50 TCGA 1 100 100 1.0 0.0015 25 6892 -20 1864.8471008634604 1859.4061070734533 50 TCGA 1 100 100 1.0 0.0015 25 6892 -21 1863.3125057771863 1858.7688479016174 50 TCGA 1 100 100 1.0 0.0015 25 6892 -22 1860.967565322537 1856.4993344407585 50 TCGA 1 100 100 1.0 0.0015 25 6892 -23 1859.3417358194056 1858.2483315012562 50 TCGA 1 100 100 1.0 0.0015 25 6892 -24 1857.7266952390316 1853.7215484159076 50 TCGA 1 100 100 1.0 0.0015 25 6892 -25 1856.2682757202517 1850.6366304177136 50 TCGA 1 100 100 1.0 0.0015 25 6892 -26 1854.7313455879082 1850.5409518294598 50 TCGA 1 100 100 1.0 0.0015 25 6892 -27 1853.6109670099768 1848.6801911167163 50 TCGA 1 100 100 1.0 0.0015 25 6892 -28 1852.1418846173801 1848.557666874411 50 TCGA 1 100 100 1.0 0.0015 25 6892 -29 1851.2034632787866 1847.6640809025596 50 TCGA 1 100 100 1.0 0.0015 25 6892 -30 1850.2770200231828 1846.2614279895572 50 TCGA 1 100 100 1.0 0.0015 25 6892 -31 1849.1098011901222 1847.5993002119974 50 TCGA 1 100 100 1.0 0.0015 25 6892 -32 1848.392257191398 1843.9105739881045 50 TCGA 1 100 100 1.0 0.0015 25 6892 -33 1847.1767064309677 1843.903812274262 50 TCGA 1 100 100 1.0 0.0015 25 6892 -34 1846.4684362197538 1843.289775292478 50 TCGA 1 100 100 1.0 0.0015 25 6892 -35 1845.7220940779916 1843.2339646229193 50 TCGA 1 100 100 1.0 0.0015 25 6892 -36 1845.017645993314 1840.8576899389525 50 TCGA 1 100 100 1.0 0.0015 25 6892 -37 1844.3704871863097 1841.108727843318 50 TCGA 1 100 100 1.0 0.0015 25 6892 -38 1843.6555372805105 1840.1895899173603 50 TCGA 1 100 100 1.0 0.0015 25 6892 -39 1843.049753033459 1839.6848070921012 50 TCGA 1 100 100 1.0 0.0015 25 6892 -40 1842.5517429062693 1839.123355424584 50 TCGA 1 100 100 1.0 0.0015 25 6892 -41 1842.2227343646446 1839.674048955716 50 TCGA 1 100 100 1.0 0.0015 25 6892 -42 1841.5689145162817 1838.3695908742934 50 TCGA 1 100 100 1.0 0.0015 25 6892 -43 1841.184710818032 1837.6953223146984 50 TCGA 1 100 100 1.0 0.0015 25 6892 -44 1840.7043959673713 1837.1829889192054 50 TCGA 1 100 100 1.0 0.0015 25 6892 -45 1840.3606185121107 1836.121461187775 50 TCGA 1 100 100 1.0 0.0015 25 6892 -46 1839.8530673207895 1836.448486328125 50 TCGA 1 100 100 1.0 0.0015 25 6892 -47 1839.499512182015 1836.3695442544756 50 TCGA 1 100 100 1.0 0.0015 25 6892 -48 1839.259187688358 1835.906889795658 50 TCGA 1 100 100 1.0 0.0015 25 6892 -49 1838.713075454087 1835.125553917046 50 TCGA 1 100 100 1.0 0.0015 25 6892 -50 1838.5163183168636 1835.722850703714 50 TCGA 1 100 100 1.0 0.0015 25 6892 -51 1838.355482048429 1836.5614976739164 50 TCGA 1 100 100 1.0 0.0015 25 6892 -52 1838.2029080421269 1835.767030955559 50 TCGA 1 100 100 1.0 0.0015 25 6892 -53 1837.6967111786157 1834.5550414425643 50 TCGA 1 100 100 1.0 0.0015 25 6892 -54 1837.7111860007656 1834.901256772142 50 TCGA 1 100 100 1.0 0.0015 25 6892 -55 1836.9714180245599 1834.0310622938914 50 TCGA 1 100 100 1.0 0.0015 25 6892 -56 1836.8487295939967 1833.6578080833856 50 TCGA 1 100 100 1.0 0.0015 25 6892 -57 1836.8587154878517 1833.8219202702967 50 TCGA 1 100 100 1.0 0.0015 25 6892 -58 1836.674437127644 1833.3387757881203 50 TCGA 1 100 100 1.0 0.0015 25 6892 -59 1836.3677270674043 1833.8681671295933 50 TCGA 1 100 100 1.0 0.0015 25 6892 -60 1836.2014652034616 1833.0428571078046 50 TCGA 1 100 100 1.0 0.0015 25 6892 -61 1836.0032551038717 1832.5696076819645 50 TCGA 1 100 100 1.0 0.0015 25 6892 -62 1836.0292578244903 1832.5134534979586 50 TCGA 1 100 100 1.0 0.0015 25 6892 -63 1835.7485882818387 1831.8720022230293 50 TCGA 1 100 100 1.0 0.0015 25 6892 -64 1835.6145576539218 1832.530633514251 50 TCGA 1 100 100 1.0 0.0015 25 6892 -65 1835.5101057977226 1832.2142241971576 50 TCGA 1 100 100 1.0 0.0015 25 6892 -66 1835.2851163410876 1832.7152510599874 50 TCGA 1 100 100 1.0 0.0015 25 6892 -67 1835.1323036579618 1831.971506703439 50 TCGA 1 100 100 1.0 0.0015 25 6892 -68 1835.2389114810787 1832.4129491451397 50 TCGA 1 100 100 1.0 0.0015 25 6892 -69 1835.1677853515844 1831.369101366206 50 TCGA 1 100 100 1.0 0.0015 25 6892 -70 1835.089060982126 1831.715868772574 50 TCGA 1 100 100 1.0 0.0015 25 6892 -71 1834.903208924532 1832.5160261758008 50 TCGA 1 100 100 1.0 0.0015 25 6892 -72 1835.0084302910525 1831.3249892038316 50 TCGA 1 100 100 1.0 0.0015 25 6892 -73 1834.5414369235893 1831.5334791633952 50 TCGA 1 100 100 1.0 0.0015 25 6892 -74 1834.7027038921667 1831.3007499656485 50 TCGA 1 100 100 1.0 0.0015 25 6892 -75 1834.6122717956891 1831.1639158929413 50 TCGA 1 100 100 1.0 0.0015 25 6892 -76 1834.5271393684075 1831.7648606803548 50 TCGA 1 100 100 1.0 0.0015 25 6892 -77 1834.2499131105724 1830.92796256674 50 TCGA 1 100 100 1.0 0.0015 25 6892 -78 1834.1093651896836 1830.8958973333465 50 TCGA 1 100 100 1.0 0.0015 25 6892 -79 1834.295692461731 1831.9756613879947 50 TCGA 1 100 100 1.0 0.0015 25 6892 -80 1834.046496716923 1831.5751198620053 50 TCGA 1 100 100 1.0 0.0015 25 6892 -81 1834.3796064340852 1830.7137579989792 50 TCGA 1 100 100 1.0 0.0015 25 6892 -82 1834.0684496980384 1831.434390580834 50 TCGA 1 100 100 1.0 0.0015 25 6892 -83 1834.0158840332303 1830.817038684634 50 TCGA 1 100 100 1.0 0.0015 25 6892 -84 1833.8808861626142 1830.4526465334484 50 TCGA 1 100 100 1.0 0.0015 25 6892 -85 1833.906796380124 1830.44836548465 50 TCGA 1 100 100 1.0 0.0015 25 6892 -86 1833.7103199678309 1830.4355070027873 50 TCGA 1 100 100 1.0 0.0015 25 6892 -87 1833.8695155970952 1830.7331874214824 50 TCGA 1 100 100 1.0 0.0015 25 6892 -88 1833.717915087569 1830.3465864478644 50 TCGA 1 100 100 1.0 0.0015 25 6892 -89 1833.520057668855 1830.4076277383008 50 TCGA 1 100 100 1.0 0.0015 25 6892 -90 1833.5096395488083 1831.322133739989 50 TCGA 1 100 100 1.0 0.0015 25 6892 -91 1833.5740280210978 1830.3913420864087 50 TCGA 1 100 100 1.0 0.0015 25 6892 -92 1833.8278449972183 1830.4729795216315 50 TCGA 1 100 100 1.0 0.0015 25 6892 -93 1833.4970002232392 1830.0058955667007 50 TCGA 1 100 100 1.0 0.0015 25 6892 -94 1833.5508528108082 1830.6080665780073 50 TCGA 1 100 100 1.0 0.0015 25 6892 -95 1833.4092244743197 1830.3693872192996 50 TCGA 1 100 100 1.0 0.0015 25 6892 -96 1833.2564334556425 1829.9065358530936 50 TCGA 1 100 100 1.0 0.0015 25 6892 -97 1833.4103543093886 1830.659947687657 50 TCGA 1 100 100 1.0 0.0015 25 6892 -98 1833.4117171122223 1830.8831038738615 50 TCGA 1 100 100 1.0 0.0015 25 6892 -99 1833.2119028487632 1831.0228253081816 50 TCGA 1 100 100 1.0 0.0015 25 6892 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index df48e52bc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3077.8570850541355 3694.821323413945 50 TCGA 1 50 100 0.5 0.0015 25 3904 -1 2067.2838903240413 2049.587052695116 50 TCGA 1 50 100 0.5 0.0015 25 3904 -2 1996.1712213740416 2003.7262852347676 50 TCGA 1 50 100 0.5 0.0015 25 3904 -3 1971.526523348662 1965.5263800692917 50 TCGA 1 50 100 0.5 0.0015 25 3904 -4 1952.673570903953 1939.8149923199985 50 TCGA 1 50 100 0.5 0.0015 25 3904 -5 1937.2585006391967 1930.7201234443703 50 TCGA 1 50 100 0.5 0.0015 25 3904 -6 1926.8152132201426 1921.4262290456188 50 TCGA 1 50 100 0.5 0.0015 25 3904 -7 1919.4195320375504 1912.8329924770337 50 TCGA 1 50 100 0.5 0.0015 25 3904 -8 1911.544482795212 1904.1042235101288 50 TCGA 1 50 100 0.5 0.0015 25 3904 -9 1903.0135886099392 1900.2827761856156 50 TCGA 1 50 100 0.5 0.0015 25 3904 -10 1898.1465851487505 1896.7130611553864 50 TCGA 1 50 100 0.5 0.0015 25 3904 -11 1892.4823577128054 1890.3373581776068 50 TCGA 1 50 100 0.5 0.0015 25 3904 -12 1888.7041004588393 1884.417127753023 50 TCGA 1 50 100 0.5 0.0015 25 3904 -13 1885.6374248747768 1881.7499932523947 50 TCGA 1 50 100 0.5 0.0015 25 3904 -14 1880.8691030732887 1877.3574513190954 50 TCGA 1 50 100 0.5 0.0015 25 3904 -15 1877.912267920614 1875.7548349658448 50 TCGA 1 50 100 0.5 0.0015 25 3904 -16 1874.847262433922 1869.8868046286118 50 TCGA 1 50 100 0.5 0.0015 25 3904 -17 1871.8869537615806 1873.1249128945508 50 TCGA 1 50 100 0.5 0.0015 25 3904 -18 1869.4386298486943 1866.9099452339824 50 TCGA 1 50 100 0.5 0.0015 25 3904 -19 1866.8402380565938 1864.1515039798603 50 TCGA 1 50 100 0.5 0.0015 25 3904 -20 1864.7670238966227 1864.4919660558653 50 TCGA 1 50 100 0.5 0.0015 25 3904 -21 1862.9812811804557 1859.3546234590924 50 TCGA 1 50 100 0.5 0.0015 25 3904 -22 1861.1524712159865 1857.6043345389055 50 TCGA 1 50 100 0.5 0.0015 25 3904 -23 1858.7875525696707 1857.2165913797503 50 TCGA 1 50 100 0.5 0.0015 25 3904 -24 1857.510809374542 1855.0536471419598 50 TCGA 1 50 100 0.5 0.0015 25 3904 -25 1855.8517696066804 1853.8006677675487 50 TCGA 1 50 100 0.5 0.0015 25 3904 -26 1854.3489537324765 1851.8218454332207 50 TCGA 1 50 100 0.5 0.0015 25 3904 -27 1853.319119047754 1851.4611184585035 50 TCGA 1 50 100 0.5 0.0015 25 3904 -28 1851.6745848274081 1850.702551453557 50 TCGA 1 50 100 0.5 0.0015 25 3904 -29 1850.8876609763925 1849.0438907182397 50 TCGA 1 50 100 0.5 0.0015 25 3904 -30 1849.9848450504119 1849.09190176959 50 TCGA 1 50 100 0.5 0.0015 25 3904 -31 1848.6983293766873 1846.2214232785018 50 TCGA 1 50 100 0.5 0.0015 25 3904 -32 1848.008232081784 1846.4030467277796 50 TCGA 1 50 100 0.5 0.0015 25 3904 -33 1847.3327006542172 1844.1691722774026 50 TCGA 1 50 100 0.5 0.0015 25 3904 -34 1846.2881789174992 1843.9498928971027 50 TCGA 1 50 100 0.5 0.0015 25 3904 -35 1845.5706951295922 1842.6483313785725 50 TCGA 1 50 100 0.5 0.0015 25 3904 -36 1845.202362384151 1843.296538233158 50 TCGA 1 50 100 0.5 0.0015 25 3904 -37 1844.3364106025103 1842.1696341816505 50 TCGA 1 50 100 0.5 0.0015 25 3904 -38 1843.4925409984025 1842.923042335702 50 TCGA 1 50 100 0.5 0.0015 25 3904 -39 1843.1902568896762 1841.2674769109217 50 TCGA 1 50 100 0.5 0.0015 25 3904 -40 1842.655852368799 1840.2361115882145 50 TCGA 1 50 100 0.5 0.0015 25 3904 -41 1841.9970278147541 1839.6716885207286 50 TCGA 1 50 100 0.5 0.0015 25 3904 -42 1841.4897718730815 1839.932410465413 50 TCGA 1 50 100 0.5 0.0015 25 3904 -43 1841.0210844002233 1838.9486991843985 50 TCGA 1 50 100 0.5 0.0015 25 3904 -44 1840.5621940680069 1838.6351514653345 50 TCGA 1 50 100 0.5 0.0015 25 3904 -45 1840.510646455162 1838.6986654463724 50 TCGA 1 50 100 0.5 0.0015 25 3904 -46 1839.7870311649772 1837.6484209376963 50 TCGA 1 50 100 0.5 0.0015 25 3904 -47 1839.5180117137359 1836.9390531760364 50 TCGA 1 50 100 0.5 0.0015 25 3904 -48 1839.2347619897328 1837.0130241048994 50 TCGA 1 50 100 0.5 0.0015 25 3904 -49 1838.8395344933997 1836.8850017911825 50 TCGA 1 50 100 0.5 0.0015 25 3904 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 167c21d95..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3056.753983533493 2671.789949503376 50 TCGA 1 50 100 0.0 0.0015 25 4893 -1 2080.3316690858182 2133.77249283527 50 TCGA 1 50 100 0.0 0.0015 25 4893 -2 1999.9070814924455 2019.6893856489478 50 TCGA 1 50 100 0.0 0.0015 25 4893 -3 1972.358583212085 1966.7919412737515 50 TCGA 1 50 100 0.0 0.0015 25 4893 -4 1954.224944942324 1960.3948244641174 50 TCGA 1 50 100 0.0 0.0015 25 4893 -5 1939.3072347350387 1924.0229412443075 50 TCGA 1 50 100 0.0 0.0015 25 4893 -6 1928.6242030752944 1941.6491828036667 50 TCGA 1 50 100 0.0 0.0015 25 4893 -7 1918.540572484831 1912.257867707679 50 TCGA 1 50 100 0.0 0.0015 25 4893 -8 1911.3603725320513 1907.4757006467887 50 TCGA 1 50 100 0.0 0.0015 25 4893 -9 1904.5586834598937 1898.073183299309 50 TCGA 1 50 100 0.0 0.0015 25 4893 -10 1897.8913660604037 1888.6669952545933 50 TCGA 1 50 100 0.0 0.0015 25 4893 -11 1893.2131827407975 1887.6276806395258 50 TCGA 1 50 100 0.0 0.0015 25 4893 -12 1888.3584739088094 1884.4115198796717 50 TCGA 1 50 100 0.0 0.0015 25 4893 -13 1884.2322325495181 1880.9060211948413 50 TCGA 1 50 100 0.0 0.0015 25 4893 -14 1881.5892004112484 1877.102594270179 50 TCGA 1 50 100 0.0 0.0015 25 4893 -15 1878.4010196706654 1873.2680480036904 50 TCGA 1 50 100 0.0 0.0015 25 4893 -16 1874.667606953705 1871.2039077222048 50 TCGA 1 50 100 0.0 0.0015 25 4893 -17 1872.1250173451845 1867.1498698325613 50 TCGA 1 50 100 0.0 0.0015 25 4893 -18 1869.8478501536295 1868.4550081952732 50 TCGA 1 50 100 0.0 0.0015 25 4893 -19 1866.880385073451 1864.810525405347 50 TCGA 1 50 100 0.0 0.0015 25 4893 -20 1865.3303492439952 1859.6627890428706 50 TCGA 1 50 100 0.0 0.0015 25 4893 -21 1863.262693881829 1861.830614866324 50 TCGA 1 50 100 0.0 0.0015 25 4893 -22 1860.820435946482 1857.7320403285962 50 TCGA 1 50 100 0.0 0.0015 25 4893 -23 1858.8425981053445 1856.1402238241992 50 TCGA 1 50 100 0.0 0.0015 25 4893 -24 1857.1161574167736 1854.666797733786 50 TCGA 1 50 100 0.0 0.0015 25 4893 -25 1855.5133901962893 1852.0094441936244 50 TCGA 1 50 100 0.0 0.0015 25 4893 -26 1854.5349922269593 1852.8438831118483 50 TCGA 1 50 100 0.0 0.0015 25 4893 -27 1853.6550975739524 1852.3605325210035 50 TCGA 1 50 100 0.0 0.0015 25 4893 -28 1851.956883618363 1850.0078474648633 50 TCGA 1 50 100 0.0 0.0015 25 4893 -29 1851.0137154491556 1849.0014482814463 50 TCGA 1 50 100 0.0 0.0015 25 4893 -30 1849.676560270878 1846.929593033527 50 TCGA 1 50 100 0.0 0.0015 25 4893 -31 1849.008249535972 1848.0664737260522 50 TCGA 1 50 100 0.0 0.0015 25 4893 -32 1847.929065689443 1846.234751025636 50 TCGA 1 50 100 0.0 0.0015 25 4893 -33 1847.0515099521301 1845.5003220447943 50 TCGA 1 50 100 0.0 0.0015 25 4893 -34 1846.1798459774868 1843.3253241304178 50 TCGA 1 50 100 0.0 0.0015 25 4893 -35 1846.0419287474538 1844.1486650783213 50 TCGA 1 50 100 0.0 0.0015 25 4893 -36 1844.965552858748 1841.951128935694 50 TCGA 1 50 100 0.0 0.0015 25 4893 -37 1844.0335623188362 1841.985885850149 50 TCGA 1 50 100 0.0 0.0015 25 4893 -38 1843.574574782734 1840.7708194291772 50 TCGA 1 50 100 0.0 0.0015 25 4893 -39 1843.1389110695904 1840.8812010491913 50 TCGA 1 50 100 0.0 0.0015 25 4893 -40 1842.2343645901642 1841.0976427547896 50 TCGA 1 50 100 0.0 0.0015 25 4893 -41 1841.9493490637035 1839.4054936547975 50 TCGA 1 50 100 0.0 0.0015 25 4893 -42 1841.4911417202673 1839.7547325249293 50 TCGA 1 50 100 0.0 0.0015 25 4893 -43 1841.014988433092 1839.2231825632066 50 TCGA 1 50 100 0.0 0.0015 25 4893 -44 1840.8256490123845 1837.9046244405622 50 TCGA 1 50 100 0.0 0.0015 25 4893 -45 1840.137680651527 1838.2414949503377 50 TCGA 1 50 100 0.0 0.0015 25 4893 -46 1839.7882105557696 1837.6202797434437 50 TCGA 1 50 100 0.0 0.0015 25 4893 -47 1839.2828749290386 1837.3176122310772 50 TCGA 1 50 100 0.0 0.0015 25 4893 -48 1838.9438109084397 1837.6567211055276 50 TCGA 1 50 100 0.0 0.0015 25 4893 -49 1838.7011247037285 1836.3427292713568 50 TCGA 1 50 100 0.0 0.0015 25 4893 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index 1119a4333..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0015lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3073.456463396183 2852.282356607255 50 TCGA 1 50 100 1.0 0.0015 25 1946 -1 2074.2982239457615 2090.6475382282506 50 TCGA 1 50 100 1.0 0.0015 25 1946 -2 2004.8627860061504 1996.4108322373586 50 TCGA 1 50 100 1.0 0.0015 25 1946 -3 1971.114190448327 1959.8693001138506 50 TCGA 1 50 100 1.0 0.0015 25 1946 -4 1950.8081496560503 1988.768649153973 50 TCGA 1 50 100 1.0 0.0015 25 1946 -5 1936.9959396326537 1926.897544975856 50 TCGA 1 50 100 1.0 0.0015 25 1946 -6 1927.6069980284535 1939.219370166261 50 TCGA 1 50 100 1.0 0.0015 25 1946 -7 1918.555745229243 1914.4799651332837 50 TCGA 1 50 100 1.0 0.0015 25 1946 -8 1908.394503563107 1908.6688729290986 50 TCGA 1 50 100 1.0 0.0015 25 1946 -9 1902.8563752777409 1896.1175800879396 50 TCGA 1 50 100 1.0 0.0015 25 1946 -10 1897.8742435973516 1893.337939085074 50 TCGA 1 50 100 1.0 0.0015 25 1946 -11 1893.2908226751513 1895.4080736936637 50 TCGA 1 50 100 1.0 0.0015 25 1946 -12 1887.994504805747 1884.3775383263976 50 TCGA 1 50 100 1.0 0.0015 25 1946 -13 1882.7514326468365 1883.2262833945117 50 TCGA 1 50 100 1.0 0.0015 25 1946 -14 1880.7558497826906 1880.2615488330323 50 TCGA 1 50 100 1.0 0.0015 25 1946 -15 1877.4631645508357 1877.5723306473776 50 TCGA 1 50 100 1.0 0.0015 25 1946 -16 1874.3670330692687 1874.0619374950927 50 TCGA 1 50 100 1.0 0.0015 25 1946 -17 1871.4094738743643 1872.2425322412846 50 TCGA 1 50 100 1.0 0.0015 25 1946 -18 1868.5382879618915 1869.2043426360317 50 TCGA 1 50 100 1.0 0.0015 25 1946 -19 1867.106391492014 1864.7587136120053 50 TCGA 1 50 100 1.0 0.0015 25 1946 -20 1864.4781763788073 1863.9062420255575 50 TCGA 1 50 100 1.0 0.0015 25 1946 -21 1862.72824078626 1861.2328205971262 50 TCGA 1 50 100 1.0 0.0015 25 1946 -22 1860.4459335747833 1859.9133343720555 50 TCGA 1 50 100 1.0 0.0015 25 1946 -23 1858.7332883030724 1857.5419989351053 50 TCGA 1 50 100 1.0 0.0015 25 1946 -24 1856.8660422136827 1856.373889712233 50 TCGA 1 50 100 1.0 0.0015 25 1946 -25 1855.726413723826 1855.7758936282978 50 TCGA 1 50 100 1.0 0.0015 25 1946 -26 1854.3189452416477 1854.363295358629 50 TCGA 1 50 100 1.0 0.0015 25 1946 -27 1852.7611596573408 1853.1008055413788 50 TCGA 1 50 100 1.0 0.0015 25 1946 -28 1851.7012046986838 1851.5319726071766 50 TCGA 1 50 100 1.0 0.0015 25 1946 -29 1850.6896647008246 1851.671559702811 50 TCGA 1 50 100 1.0 0.0015 25 1946 -30 1849.5847245361247 1849.7204773869346 50 TCGA 1 50 100 1.0 0.0015 25 1946 -31 1848.8476064217678 1849.459697167478 50 TCGA 1 50 100 1.0 0.0015 25 1946 -32 1847.991380056455 1849.146534061911 50 TCGA 1 50 100 1.0 0.0015 25 1946 -33 1846.776323722348 1847.5090111200534 50 TCGA 1 50 100 1.0 0.0015 25 1946 -34 1846.0835516310415 1845.9992902746153 50 TCGA 1 50 100 1.0 0.0015 25 1946 -35 1845.3987665543639 1845.7819885560616 50 TCGA 1 50 100 1.0 0.0015 25 1946 -36 1844.5702878652053 1844.8024583366048 50 TCGA 1 50 100 1.0 0.0015 25 1946 -37 1844.2075466049982 1844.9458535352544 50 TCGA 1 50 100 1.0 0.0015 25 1946 -38 1843.1722164807647 1843.6209772004554 50 TCGA 1 50 100 1.0 0.0015 25 1946 -39 1842.779963445126 1843.660854933849 50 TCGA 1 50 100 1.0 0.0015 25 1946 -40 1842.1430426026072 1843.445082468004 50 TCGA 1 50 100 1.0 0.0015 25 1946 -41 1841.878941717019 1842.2653661373272 50 TCGA 1 50 100 1.0 0.0015 25 1946 -42 1841.292739556482 1842.064563540358 50 TCGA 1 50 100 1.0 0.0015 25 1946 -43 1840.9144752690643 1841.4769397524733 50 TCGA 1 50 100 1.0 0.0015 25 1946 -44 1840.434000033355 1840.884877880614 50 TCGA 1 50 100 1.0 0.0015 25 1946 -45 1840.0561936833335 1840.4307867462312 50 TCGA 1 50 100 1.0 0.0015 25 1946 -46 1839.9893677970476 1840.400524350267 50 TCGA 1 50 100 1.0 0.0015 25 1946 -47 1839.3169493327678 1839.9195783605528 50 TCGA 1 50 100 1.0 0.0015 25 1946 -48 1839.010587020995 1839.7298123920384 50 TCGA 1 50 100 1.0 0.0015 25 1946 -49 1838.435235520082 1839.407262140782 50 TCGA 1 50 100 1.0 0.0015 25 1946 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 96c739926..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4136.604880866787 4448.110172444252 100 TCGA 1 100 100 0.5 0.001 25 3349 -1 2603.812141650941 3113.9092729271356 100 TCGA 1 100 100 0.5 0.001 25 3349 -2 2198.9434934765754 2354.4156389859454 100 TCGA 1 100 100 0.5 0.001 25 3349 -3 2095.7615046670944 2201.0782047444254 100 TCGA 1 100 100 0.5 0.001 25 3349 -4 2045.1240413004512 2058.166712468593 100 TCGA 1 100 100 0.5 0.001 25 3349 -5 2018.8247865629403 2008.9977781976288 100 TCGA 1 100 100 0.5 0.001 25 3349 -6 2001.637445503692 1993.8221791329695 100 TCGA 1 100 100 0.5 0.001 25 3349 -7 1990.270435706674 1985.65752775106 100 TCGA 1 100 100 0.5 0.001 25 3349 -8 1980.9916463111683 1968.97476456992 100 TCGA 1 100 100 0.5 0.001 25 3349 -9 1973.9186445717994 2001.1340356567996 100 TCGA 1 100 100 0.5 0.001 25 3349 -10 1963.7704007574218 1996.290598500314 100 TCGA 1 100 100 0.5 0.001 25 3349 -11 1957.1404710597844 1958.2131237240892 100 TCGA 1 100 100 0.5 0.001 25 3349 -12 1950.2412602888419 1968.67872013878 100 TCGA 1 100 100 0.5 0.001 25 3349 -13 1946.9408934565843 1953.9849920991678 100 TCGA 1 100 100 0.5 0.001 25 3349 -14 1942.6271487863112 1944.9336103123037 100 TCGA 1 100 100 0.5 0.001 25 3349 -15 1936.793028524803 1930.283512901421 100 TCGA 1 100 100 0.5 0.001 25 3349 -16 1933.6402160460589 1929.8925572687658 100 TCGA 1 100 100 0.5 0.001 25 3349 -17 1927.715509366345 1929.9254046109454 100 TCGA 1 100 100 0.5 0.001 25 3349 -18 1923.2453252343357 1924.3416269580323 100 TCGA 1 100 100 0.5 0.001 25 3349 -19 1921.7451516734873 1915.0289183956893 100 TCGA 1 100 100 0.5 0.001 25 3349 -20 1917.882236729803 1917.7952322648398 100 TCGA 1 100 100 0.5 0.001 25 3349 -21 1913.6248176371178 1912.7682706746623 100 TCGA 1 100 100 0.5 0.001 25 3349 -22 1911.7966331484488 1906.4904067456423 100 TCGA 1 100 100 0.5 0.001 25 3349 -23 1907.3599470368267 1903.022459097244 100 TCGA 1 100 100 0.5 0.001 25 3349 -24 1905.3167094024034 1904.4755509726367 100 TCGA 1 100 100 0.5 0.001 25 3349 -25 1901.5411274626074 1900.2931619768765 100 TCGA 1 100 100 0.5 0.001 25 3349 -26 1900.4568400169567 1897.9314903374293 100 TCGA 1 100 100 0.5 0.001 25 3349 -27 1896.7664064598318 1897.3370704842573 100 TCGA 1 100 100 0.5 0.001 25 3349 -28 1895.5679649185265 1892.5987444546954 100 TCGA 1 100 100 0.5 0.001 25 3349 -29 1892.8311783792399 1890.160469706933 100 TCGA 1 100 100 0.5 0.001 25 3349 -30 1889.5516479642067 1885.3009947196922 100 TCGA 1 100 100 0.5 0.001 25 3349 -31 1889.0054557622311 1886.119830107569 100 TCGA 1 100 100 0.5 0.001 25 3349 -32 1886.3879090275186 1887.7559354389134 100 TCGA 1 100 100 0.5 0.001 25 3349 -33 1885.6860368866808 1880.8001402275047 100 TCGA 1 100 100 0.5 0.001 25 3349 -34 1883.7202471360415 1884.5232553146593 100 TCGA 1 100 100 0.5 0.001 25 3349 -35 1882.517625650533 1879.1662432033213 100 TCGA 1 100 100 0.5 0.001 25 3349 -36 1880.4380236392656 1878.251454415633 100 TCGA 1 100 100 0.5 0.001 25 3349 -37 1878.085358909337 1874.731318948257 100 TCGA 1 100 100 0.5 0.001 25 3349 -38 1877.1383360896689 1874.9283907329616 100 TCGA 1 100 100 0.5 0.001 25 3349 -39 1875.3936644131643 1875.3069663503063 100 TCGA 1 100 100 0.5 0.001 25 3349 -40 1873.5411316728682 1872.556660254397 100 TCGA 1 100 100 0.5 0.001 25 3349 -41 1873.521161056946 1871.5086123979272 100 TCGA 1 100 100 0.5 0.001 25 3349 -42 1871.9956551062262 1868.2236696176194 100 TCGA 1 100 100 0.5 0.001 25 3349 -43 1870.827141870038 1867.2790036608826 100 TCGA 1 100 100 0.5 0.001 25 3349 -44 1869.2891266894455 1868.522266483786 100 TCGA 1 100 100 0.5 0.001 25 3349 -45 1868.1682534126821 1864.7217324415044 100 TCGA 1 100 100 0.5 0.001 25 3349 -46 1867.1489131913438 1864.1455360297582 100 TCGA 1 100 100 0.5 0.001 25 3349 -47 1865.4271229742787 1863.3513778609847 100 TCGA 1 100 100 0.5 0.001 25 3349 -48 1864.887756667854 1863.3608907574985 100 TCGA 1 100 100 0.5 0.001 25 3349 -49 1863.4091878355127 1861.463348848736 100 TCGA 1 100 100 0.5 0.001 25 3349 -50 1862.372493954665 1862.0327823198022 100 TCGA 1 100 100 0.5 0.001 25 3349 -51 1862.1422111510378 1859.2244020394944 100 TCGA 1 100 100 0.5 0.001 25 3349 -52 1860.8708148100025 1858.3293739203832 100 TCGA 1 100 100 0.5 0.001 25 3349 -53 1860.1345599081144 1858.1444122467808 100 TCGA 1 100 100 0.5 0.001 25 3349 -54 1858.9976346918297 1857.1770105409862 100 TCGA 1 100 100 0.5 0.001 25 3349 -55 1858.2734112301525 1856.935509456462 100 TCGA 1 100 100 0.5 0.001 25 3349 -56 1857.6323495211911 1855.059932229507 100 TCGA 1 100 100 0.5 0.001 25 3349 -57 1856.9219267902956 1855.7635350826397 100 TCGA 1 100 100 0.5 0.001 25 3349 -58 1855.7129688758992 1853.4620625098146 100 TCGA 1 100 100 0.5 0.001 25 3349 -59 1855.6123582491027 1851.7665549426822 100 TCGA 1 100 100 0.5 0.001 25 3349 -60 1854.333031411761 1851.294545849364 100 TCGA 1 100 100 0.5 0.001 25 3349 -61 1853.747721199745 1851.4800632802685 100 TCGA 1 100 100 0.5 0.001 25 3349 -62 1853.0587811815458 1852.5213813206658 100 TCGA 1 100 100 0.5 0.001 25 3349 -63 1852.5312123120343 1850.2418495063207 100 TCGA 1 100 100 0.5 0.001 25 3349 -64 1851.587477556176 1850.068209700848 100 TCGA 1 100 100 0.5 0.001 25 3349 -65 1850.8789226414037 1851.1754892627198 100 TCGA 1 100 100 0.5 0.001 25 3349 -66 1850.688047769919 1847.7913891969613 100 TCGA 1 100 100 0.5 0.001 25 3349 -67 1850.0992951042379 1850.368890963607 100 TCGA 1 100 100 0.5 0.001 25 3349 -68 1849.8249124347506 1846.483020571608 100 TCGA 1 100 100 0.5 0.001 25 3349 -69 1848.9355202372658 1846.9706160195508 100 TCGA 1 100 100 0.5 0.001 25 3349 -70 1848.4836651963547 1846.5745450887248 100 TCGA 1 100 100 0.5 0.001 25 3349 -71 1847.9959218787062 1845.7146664720085 100 TCGA 1 100 100 0.5 0.001 25 3349 -72 1847.4917373427297 1847.0298532457207 100 TCGA 1 100 100 0.5 0.001 25 3349 -73 1846.8281900342226 1844.2082433652638 100 TCGA 1 100 100 0.5 0.001 25 3349 -74 1846.6252519071254 1843.737140904719 100 TCGA 1 100 100 0.5 0.001 25 3349 -75 1845.9391724545717 1842.917819075848 100 TCGA 1 100 100 0.5 0.001 25 3349 -76 1845.5516495175068 1842.8859182386543 100 TCGA 1 100 100 0.5 0.001 25 3349 -77 1845.3899532113307 1843.8774101218985 100 TCGA 1 100 100 0.5 0.001 25 3349 -78 1844.6752207402951 1844.3255602966 100 TCGA 1 100 100 0.5 0.001 25 3349 -79 1844.2451874947678 1842.496202325102 100 TCGA 1 100 100 0.5 0.001 25 3349 -80 1843.8583355969731 1841.4133055413788 100 TCGA 1 100 100 0.5 0.001 25 3349 -81 1843.4709881283181 1840.7751943310302 100 TCGA 1 100 100 0.5 0.001 25 3349 -82 1843.288934461745 1843.703107210859 100 TCGA 1 100 100 0.5 0.001 25 3349 -83 1842.8588894029615 1840.4548781505182 100 TCGA 1 100 100 0.5 0.001 25 3349 -84 1842.6404234661243 1840.7470678588254 100 TCGA 1 100 100 0.5 0.001 25 3349 -85 1842.2002952959751 1840.0082731774105 100 TCGA 1 100 100 0.5 0.001 25 3349 -86 1841.9787092288698 1839.991150209053 100 TCGA 1 100 100 0.5 0.001 25 3349 -87 1841.6444673058124 1839.5383681100816 100 TCGA 1 100 100 0.5 0.001 25 3349 -88 1841.3263886284917 1839.1996438491285 100 TCGA 1 100 100 0.5 0.001 25 3349 -89 1840.8635840072657 1838.9323294941505 100 TCGA 1 100 100 0.5 0.001 25 3349 -90 1840.7303644745116 1838.15505444704 100 TCGA 1 100 100 0.5 0.001 25 3349 -91 1840.4338570616185 1837.8102781976288 100 TCGA 1 100 100 0.5 0.001 25 3349 -92 1839.80660931374 1837.860930629711 100 TCGA 1 100 100 0.5 0.001 25 3349 -93 1839.822907887342 1837.2438774683967 100 TCGA 1 100 100 0.5 0.001 25 3349 -94 1839.409816744924 1837.6753831412923 100 TCGA 1 100 100 0.5 0.001 25 3349 -95 1839.3840419234064 1836.5425614400126 100 TCGA 1 100 100 0.5 0.001 25 3349 -96 1838.9508421121132 1836.444127375157 100 TCGA 1 100 100 0.5 0.001 25 3349 -97 1838.7817440039346 1836.0194478250628 100 TCGA 1 100 100 0.5 0.001 25 3349 -98 1838.6265731114922 1836.3359865734924 100 TCGA 1 100 100 0.5 0.001 25 3349 -99 1838.2204833057845 1836.2919112162374 100 TCGA 1 100 100 0.5 0.001 25 3349 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index 95265b7e9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4138.916635446243 4532.761120053392 100 TCGA 1 100 100 0.0 0.001 25 4526 -1 2624.5457627281226 2821.6405550702734 100 TCGA 1 100 100 0.0 0.001 25 4526 -2 2208.2674534522284 2544.7772321078046 100 TCGA 1 100 100 0.0 0.001 25 4526 -3 2085.0856031862163 2150.515152667635 100 TCGA 1 100 100 0.0 0.001 25 4526 -4 2041.5815769642215 2183.6116287001414 100 TCGA 1 100 100 0.0 0.001 25 4526 -5 2016.7535389490274 2038.3685155513897 100 TCGA 1 100 100 0.0 0.001 25 4526 -6 1999.8522609809052 2000.5965097705323 100 TCGA 1 100 100 0.0 0.001 25 4526 -7 1993.0196988974076 1971.4228877542007 100 TCGA 1 100 100 0.0 0.001 25 4526 -8 1977.9650999627645 1975.3607693006045 100 TCGA 1 100 100 0.0 0.001 25 4526 -9 1972.7808422859737 1977.397243173877 100 TCGA 1 100 100 0.0 0.001 25 4526 -10 1961.6014969207597 1978.869135104232 100 TCGA 1 100 100 0.0 0.001 25 4526 -11 1958.309617374768 1962.261260526264 100 TCGA 1 100 100 0.0 0.001 25 4526 -12 1950.3596450017092 1946.196732564188 100 TCGA 1 100 100 0.0 0.001 25 4526 -13 1945.857294395388 1944.1316519119032 100 TCGA 1 100 100 0.0 0.001 25 4526 -14 1941.0855660568936 1936.1435700229663 100 TCGA 1 100 100 0.0 0.001 25 4526 -15 1935.5893580167071 1937.3297346105528 100 TCGA 1 100 100 0.0 0.001 25 4526 -16 1932.8449988124066 1929.438870377277 100 TCGA 1 100 100 0.0 0.001 25 4526 -17 1928.2401328518504 1922.8750202428157 100 TCGA 1 100 100 0.0 0.001 25 4526 -18 1924.7442757212327 1929.0367965314856 100 TCGA 1 100 100 0.0 0.001 25 4526 -19 1920.0343907728088 1918.6227732902796 100 TCGA 1 100 100 0.0 0.001 25 4526 -20 1915.6713569335393 1913.9501462390076 100 TCGA 1 100 100 0.0 0.001 25 4526 -21 1913.5945654008015 1911.4359517313128 100 TCGA 1 100 100 0.0 0.001 25 4526 -22 1909.0709871227607 1915.1367058682083 100 TCGA 1 100 100 0.0 0.001 25 4526 -23 1907.5155608650562 1904.4453683210977 100 TCGA 1 100 100 0.0 0.001 25 4526 -24 1905.0583415976166 1908.9498137660962 100 TCGA 1 100 100 0.0 0.001 25 4526 -25 1902.887118152508 1903.0350041221734 100 TCGA 1 100 100 0.0 0.001 25 4526 -26 1901.0141197704472 1895.4622839539495 100 TCGA 1 100 100 0.0 0.001 25 4526 -27 1897.6031435278726 1906.6078463607098 100 TCGA 1 100 100 0.0 0.001 25 4526 -28 1896.1934153483055 1893.1200852897298 100 TCGA 1 100 100 0.0 0.001 25 4526 -29 1892.8854541048327 1896.3125331246074 100 TCGA 1 100 100 0.0 0.001 25 4526 -30 1891.0653067996611 1889.863429083896 100 TCGA 1 100 100 0.0 0.001 25 4526 -31 1888.332919274394 1890.5556560880575 100 TCGA 1 100 100 0.0 0.001 25 4526 -32 1887.706564578697 1884.429653761974 100 TCGA 1 100 100 0.0 0.001 25 4526 -33 1885.2738332372649 1885.53856501747 100 TCGA 1 100 100 0.0 0.001 25 4526 -34 1883.070494699377 1882.4166081874214 100 TCGA 1 100 100 0.0 0.001 25 4526 -35 1881.7953535561744 1878.5799959269002 100 TCGA 1 100 100 0.0 0.001 25 4526 -36 1880.4478021403058 1879.503890301115 100 TCGA 1 100 100 0.0 0.001 25 4526 -37 1879.1803898369046 1877.9468018804962 100 TCGA 1 100 100 0.0 0.001 25 4526 -38 1877.3331728438231 1876.334722317643 100 TCGA 1 100 100 0.0 0.001 25 4526 -39 1876.658705849216 1875.3842840913553 100 TCGA 1 100 100 0.0 0.001 25 4526 -40 1874.3218289705403 1872.6348306473776 100 TCGA 1 100 100 0.0 0.001 25 4526 -41 1873.6341499186399 1872.1502403374293 100 TCGA 1 100 100 0.0 0.001 25 4526 -42 1871.6295949342143 1871.0052257135285 100 TCGA 1 100 100 0.0 0.001 25 4526 -43 1870.1101674283107 1868.4633905612045 100 TCGA 1 100 100 0.0 0.001 25 4526 -44 1869.3522863378482 1870.2595539955637 100 TCGA 1 100 100 0.0 0.001 25 4526 -45 1868.6843559707113 1869.19805509481 100 TCGA 1 100 100 0.0 0.001 25 4526 -46 1867.0265097777244 1867.172678578439 100 TCGA 1 100 100 0.0 0.001 25 4526 -47 1865.6588111602377 1864.5020469780543 100 TCGA 1 100 100 0.0 0.001 25 4526 -48 1864.7754782502013 1864.9030080824043 100 TCGA 1 100 100 0.0 0.001 25 4526 -49 1863.6667711964967 1866.4562405533527 100 TCGA 1 100 100 0.0 0.001 25 4526 -50 1862.7037890221686 1861.777314919323 100 TCGA 1 100 100 0.0 0.001 25 4526 -51 1861.84005363627 1860.911148761385 100 TCGA 1 100 100 0.0 0.001 25 4526 -52 1860.7983751063875 1859.658169386974 100 TCGA 1 100 100 0.0 0.001 25 4526 -53 1860.137656902386 1859.029239827065 100 TCGA 1 100 100 0.0 0.001 25 4526 -54 1859.0639420620153 1858.2065368345634 100 TCGA 1 100 100 0.0 0.001 25 4526 -55 1858.7667605305028 1857.3768028374293 100 TCGA 1 100 100 0.0 0.001 25 4526 -56 1857.6318985872708 1856.893902495878 100 TCGA 1 100 100 0.0 0.001 25 4526 -57 1856.420758000095 1856.188228741363 100 TCGA 1 100 100 0.0 0.001 25 4526 -58 1856.2530008259196 1856.5340171315563 100 TCGA 1 100 100 0.0 0.001 25 4526 -59 1855.41702024228 1854.8602754985866 100 TCGA 1 100 100 0.0 0.001 25 4526 -60 1854.34716626557 1854.689612000432 100 TCGA 1 100 100 0.0 0.001 25 4526 -61 1853.7573591680023 1853.144003709956 100 TCGA 1 100 100 0.0 0.001 25 4526 -62 1853.263132035087 1853.683414018334 100 TCGA 1 100 100 0.0 0.001 25 4526 -63 1852.7897179381418 1850.9377539553234 100 TCGA 1 100 100 0.0 0.001 25 4526 -64 1852.028662420035 1851.3188623782978 100 TCGA 1 100 100 0.0 0.001 25 4526 -65 1851.2833198268893 1851.049854374411 100 TCGA 1 100 100 0.0 0.001 25 4526 -66 1850.5290191067902 1849.875706044873 100 TCGA 1 100 100 0.0 0.001 25 4526 -67 1850.1862492936573 1850.1979115548445 100 TCGA 1 100 100 0.0 0.001 25 4526 -68 1849.4112103685015 1849.4347046511857 100 TCGA 1 100 100 0.0 0.001 25 4526 -69 1849.1211935427189 1849.843773309909 100 TCGA 1 100 100 0.0 0.001 25 4526 -70 1848.5461608498395 1848.9132129151617 100 TCGA 1 100 100 0.0 0.001 25 4526 -71 1848.0726039582883 1846.98474918538 100 TCGA 1 100 100 0.0 0.001 25 4526 -72 1847.644371341842 1846.817124563246 100 TCGA 1 100 100 0.0 0.001 25 4526 -73 1846.8148328796244 1847.2725480429492 100 TCGA 1 100 100 0.0 0.001 25 4526 -74 1846.582667408145 1847.5313009137485 100 TCGA 1 100 100 0.0 0.001 25 4526 -75 1845.9839735809269 1845.062903016057 100 TCGA 1 100 100 0.0 0.001 25 4526 -76 1845.531325117048 1845.458273422778 100 TCGA 1 100 100 0.0 0.001 25 4526 -77 1845.1281127725306 1845.032444326123 100 TCGA 1 100 100 0.0 0.001 25 4526 -78 1844.6957681755732 1843.7453570341945 100 TCGA 1 100 100 0.0 0.001 25 4526 -79 1844.1016993947908 1843.7293535548838 100 TCGA 1 100 100 0.0 0.001 25 4526 -80 1843.8347946526362 1845.6258256615106 100 TCGA 1 100 100 0.0 0.001 25 4526 -81 1843.26069847709 1842.7896440208856 100 TCGA 1 100 100 0.0 0.001 25 4526 -82 1843.0052192109758 1843.3075006379554 100 TCGA 1 100 100 0.0 0.001 25 4526 -83 1842.6448405611022 1841.5821410519393 100 TCGA 1 100 100 0.0 0.001 25 4526 -84 1842.2835352587133 1842.0360892597755 100 TCGA 1 100 100 0.0 0.001 25 4526 -85 1842.168672681081 1841.9120455794598 100 TCGA 1 100 100 0.0 0.001 25 4526 -86 1841.5261462237477 1841.5144815876256 100 TCGA 1 100 100 0.0 0.001 25 4526 -87 1841.5486328315756 1842.1042235101288 100 TCGA 1 100 100 0.0 0.001 25 4526 -88 1841.4196062280685 1841.5294115842887 100 TCGA 1 100 100 0.0 0.001 25 4526 -89 1840.887947914523 1840.04300984905 100 TCGA 1 100 100 0.0 0.001 25 4526 -90 1840.5211481945312 1840.023961359532 100 TCGA 1 100 100 0.0 0.001 25 4526 -91 1840.1613552478 1840.1906229143765 100 TCGA 1 100 100 0.0 0.001 25 4526 -92 1839.8990768737485 1840.4088950612438 100 TCGA 1 100 100 0.0 0.001 25 4526 -93 1839.695488281795 1839.214424785058 100 TCGA 1 100 100 0.0 0.001 25 4526 -94 1839.4130025225593 1839.638053548995 100 TCGA 1 100 100 0.0 0.001 25 4526 -95 1839.1682716843964 1838.8753790927292 100 TCGA 1 100 100 0.0 0.001 25 4526 -96 1838.8596963151144 1839.105333184477 100 TCGA 1 100 100 0.0 0.001 25 4526 -97 1838.6158519889218 1838.3902569488066 100 TCGA 1 100 100 0.0 0.001 25 4526 -98 1838.2905702366336 1838.4206911019944 100 TCGA 1 100 100 0.0 0.001 25 4526 -99 1838.3349765522537 1838.381363605135 100 TCGA 1 100 100 0.0 0.001 25 4526 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index afe5c7d1c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4136.842143587934 4315.187529444095 100 TCGA 1 100 100 1.0 0.001 25 3454 -1 2578.1581138783713 3013.771058662453 100 TCGA 1 100 100 1.0 0.001 25 3454 -2 2201.2065425599867 2234.862040917478 100 TCGA 1 100 100 1.0 0.001 25 3454 -3 2081.468858785509 2145.65509554609 100 TCGA 1 100 100 1.0 0.001 25 3454 -4 2034.3582757540428 2056.3929676458465 100 TCGA 1 100 100 1.0 0.001 25 3454 -5 2013.34691437207 2039.1847064914416 100 TCGA 1 100 100 1.0 0.001 25 3454 -6 1995.450251953452 2031.481422002591 100 TCGA 1 100 100 1.0 0.001 25 3454 -7 1984.6134232543304 2031.181981072354 100 TCGA 1 100 100 1.0 0.001 25 3454 -8 1976.9405722504735 2010.7307300663474 100 TCGA 1 100 100 1.0 0.001 25 3454 -9 1968.2655329192798 1972.0624362044598 100 TCGA 1 100 100 1.0 0.001 25 3454 -10 1962.0608129798334 1968.584108898987 100 TCGA 1 100 100 1.0 0.001 25 3454 -11 1956.4810707900444 1951.8596485847204 100 TCGA 1 100 100 1.0 0.001 25 3454 -12 1947.9678244238946 1943.8838878229035 100 TCGA 1 100 100 1.0 0.001 25 3454 -13 1942.6047578563193 1938.499287207522 100 TCGA 1 100 100 1.0 0.001 25 3454 -14 1938.7171786734402 1939.2289026921717 100 TCGA 1 100 100 1.0 0.001 25 3454 -15 1935.7808442344117 1937.9529642843122 100 TCGA 1 100 100 1.0 0.001 25 3454 -16 1931.1887746598654 1924.1283517195352 100 TCGA 1 100 100 1.0 0.001 25 3454 -17 1927.8318659325425 1924.054657442486 100 TCGA 1 100 100 1.0 0.001 25 3454 -18 1923.9506029175227 1915.9108537070117 100 TCGA 1 100 100 1.0 0.001 25 3454 -19 1919.256851470501 1918.4507253062186 100 TCGA 1 100 100 1.0 0.001 25 3454 -20 1916.2620926048091 1909.5488753582365 100 TCGA 1 100 100 1.0 0.001 25 3454 -21 1913.9453322023855 1911.8602957414023 100 TCGA 1 100 100 1.0 0.001 25 3454 -22 1910.5911983911953 1902.7644171786667 100 TCGA 1 100 100 1.0 0.001 25 3454 -23 1907.3356079687455 1902.7146542036353 100 TCGA 1 100 100 1.0 0.001 25 3454 -24 1903.845636687357 1903.3701558328753 100 TCGA 1 100 100 1.0 0.001 25 3454 -25 1903.7666069717995 1894.1996990568075 100 TCGA 1 100 100 1.0 0.001 25 3454 -26 1899.1252972389627 1895.283007444449 100 TCGA 1 100 100 1.0 0.001 25 3454 -27 1897.1851645860438 1892.4024977180827 100 TCGA 1 100 100 1.0 0.001 25 3454 -28 1895.1054710663248 1897.4095820901382 100 TCGA 1 100 100 1.0 0.001 25 3454 -29 1893.5550447999 1892.3342272887876 100 TCGA 1 100 100 1.0 0.001 25 3454 -30 1891.5141112000458 1886.2306619768765 100 TCGA 1 100 100 1.0 0.001 25 3454 -31 1888.7012155172827 1881.2589148133245 100 TCGA 1 100 100 1.0 0.001 25 3454 -32 1887.1895024218402 1883.7172753415516 100 TCGA 1 100 100 1.0 0.001 25 3454 -33 1885.0602474014652 1880.901235302489 100 TCGA 1 100 100 1.0 0.001 25 3454 -34 1883.0914774129453 1877.243919794284 100 TCGA 1 100 100 1.0 0.001 25 3454 -35 1881.7510359421653 1879.1046976827497 100 TCGA 1 100 100 1.0 0.001 25 3454 -36 1879.7493990636162 1877.6131861701083 100 TCGA 1 100 100 1.0 0.001 25 3454 -37 1877.3262950217222 1873.3233894079774 100 TCGA 1 100 100 1.0 0.001 25 3454 -38 1877.0539079613552 1875.234116750746 100 TCGA 1 100 100 1.0 0.001 25 3454 -39 1876.2320527482184 1870.6504525802843 100 TCGA 1 100 100 1.0 0.001 25 3454 -40 1873.966240357549 1871.640202354546 100 TCGA 1 100 100 1.0 0.001 25 3454 -41 1872.455594093143 1870.8686425290516 100 TCGA 1 100 100 1.0 0.001 25 3454 -42 1871.0545626364724 1868.079899620171 100 TCGA 1 100 100 1.0 0.001 25 3454 -43 1871.1852902534724 1867.0947510992462 100 TCGA 1 100 100 1.0 0.001 25 3454 -44 1869.5053234183372 1866.4046955971262 100 TCGA 1 100 100 1.0 0.001 25 3454 -45 1868.3686252018745 1864.9754687745367 100 TCGA 1 100 100 1.0 0.001 25 3454 -46 1866.5653508779578 1867.2811794568545 100 TCGA 1 100 100 1.0 0.001 25 3454 -47 1865.5813104778758 1863.4836934918735 100 TCGA 1 100 100 1.0 0.001 25 3454 -48 1864.9986527710437 1862.06460831992 100 TCGA 1 100 100 1.0 0.001 25 3454 -49 1863.8218653640893 1862.150825538827 100 TCGA 1 100 100 1.0 0.001 25 3454 -50 1863.3940029508342 1858.4368381212705 100 TCGA 1 100 100 1.0 0.001 25 3454 -51 1861.3114488245933 1860.174342783252 100 TCGA 1 100 100 1.0 0.001 25 3454 -52 1861.247960258081 1857.0340723392353 100 TCGA 1 100 100 1.0 0.001 25 3454 -53 1859.9222253100495 1856.7938974658448 100 TCGA 1 100 100 1.0 0.001 25 3454 -54 1859.3687431709297 1859.960443697982 100 TCGA 1 100 100 1.0 0.001 25 3454 -55 1858.3055161583543 1855.1375057661353 100 TCGA 1 100 100 1.0 0.001 25 3454 -56 1857.5460984862027 1856.572539823139 100 TCGA 1 100 100 1.0 0.001 25 3454 -57 1856.9728446080758 1853.8232556827104 100 TCGA 1 100 100 1.0 0.001 25 3454 -58 1855.408489708869 1854.0263346763113 100 TCGA 1 100 100 1.0 0.001 25 3454 -59 1855.0244028351378 1852.750203041575 100 TCGA 1 100 100 1.0 0.001 25 3454 -60 1854.5585620163513 1852.999540549427 100 TCGA 1 100 100 1.0 0.001 25 3454 -61 1853.808661059671 1851.5824367197315 100 TCGA 1 100 100 1.0 0.001 25 3454 -62 1853.4262569277184 1849.8759471184046 100 TCGA 1 100 100 1.0 0.001 25 3454 -63 1852.5856506572477 1849.1684613251805 100 TCGA 1 100 100 1.0 0.001 25 3454 -64 1852.0552641558506 1849.5526767136464 100 TCGA 1 100 100 1.0 0.001 25 3454 -65 1851.3788780180894 1848.0927403128926 100 TCGA 1 100 100 1.0 0.001 25 3454 -66 1850.832431456409 1848.207150866638 100 TCGA 1 100 100 1.0 0.001 25 3454 -67 1850.1515544555405 1846.8888491529915 100 TCGA 1 100 100 1.0 0.001 25 3454 -68 1849.79460813563 1848.3755287668812 100 TCGA 1 100 100 1.0 0.001 25 3454 -69 1849.0411018876575 1848.390863619857 100 TCGA 1 100 100 1.0 0.001 25 3454 -70 1848.462026663132 1846.324746290044 100 TCGA 1 100 100 1.0 0.001 25 3454 -71 1847.9996719539186 1845.7216821411746 100 TCGA 1 100 100 1.0 0.001 25 3454 -72 1847.5803433033036 1844.7799139741678 100 TCGA 1 100 100 1.0 0.001 25 3454 -73 1847.0849010945697 1844.697488295972 100 TCGA 1 100 100 1.0 0.001 25 3454 -74 1846.5613512936973 1843.5859105095792 100 TCGA 1 100 100 1.0 0.001 25 3454 -75 1846.3454315291144 1842.8924345850346 100 TCGA 1 100 100 1.0 0.001 25 3454 -76 1845.6908610144128 1842.533734345556 100 TCGA 1 100 100 1.0 0.001 25 3454 -77 1845.2023966248805 1842.7821014250942 100 TCGA 1 100 100 1.0 0.001 25 3454 -78 1845.1435304342176 1842.1031727239715 100 TCGA 1 100 100 1.0 0.001 25 3454 -79 1844.5483143233018 1841.6202288296954 100 TCGA 1 100 100 1.0 0.001 25 3454 -80 1844.2129830736071 1841.3372907015546 100 TCGA 1 100 100 1.0 0.001 25 3454 -81 1843.8186470216533 1841.0970047993876 100 TCGA 1 100 100 1.0 0.001 25 3454 -82 1843.403772200201 1840.9911710652873 100 TCGA 1 100 100 1.0 0.001 25 3454 -83 1843.0238211106237 1839.9316676154208 100 TCGA 1 100 100 1.0 0.001 25 3454 -84 1842.7790198834405 1841.1023814139055 100 TCGA 1 100 100 1.0 0.001 25 3454 -85 1842.5084277839717 1839.9901276401538 100 TCGA 1 100 100 1.0 0.001 25 3454 -86 1842.015114454782 1839.0218794166144 100 TCGA 1 100 100 1.0 0.001 25 3454 -87 1841.6352018706966 1838.9925463499137 100 TCGA 1 100 100 1.0 0.001 25 3454 -88 1841.3501259426623 1838.6722405975188 100 TCGA 1 100 100 1.0 0.001 25 3454 -89 1841.0781552212247 1839.0346238026068 100 TCGA 1 100 100 1.0 0.001 25 3454 -90 1840.6921305374876 1838.427135678392 100 TCGA 1 100 100 1.0 0.001 25 3454 -91 1840.7184286712602 1837.9020652579302 100 TCGA 1 100 100 1.0 0.001 25 3454 -92 1840.174644002692 1837.712764260757 100 TCGA 1 100 100 1.0 0.001 25 3454 -93 1839.9821578412334 1837.3840749155936 100 TCGA 1 100 100 1.0 0.001 25 3454 -94 1839.8549113877718 1836.246685699003 100 TCGA 1 100 100 1.0 0.001 25 3454 -95 1839.3411261218641 1837.0490452752042 100 TCGA 1 100 100 1.0 0.001 25 3454 -96 1839.3180510449295 1836.8645381448257 100 TCGA 1 100 100 1.0 0.001 25 3454 -97 1839.0251457758523 1835.9474594652952 100 TCGA 1 100 100 1.0 0.001 25 3454 -98 1838.7178890221032 1836.101633656564 100 TCGA 1 100 100 1.0 0.001 25 3454 -99 1838.352940972089 1835.4284974678078 100 TCGA 1 100 100 1.0 0.001 25 3454 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 2054ae652..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4140.609322133295 4685.298717709642 100 TCGA 1 50 100 0.5 0.001 25 9606 -1 2609.221352213687 2820.16581933103 100 TCGA 1 50 100 0.5 0.001 25 9606 -2 2210.4427089237693 2415.97543994386 100 TCGA 1 50 100 0.5 0.001 25 9606 -3 2089.0061236812753 2129.758051733276 100 TCGA 1 50 100 0.5 0.001 25 9606 -4 2038.7274495024863 2109.430320548053 100 TCGA 1 50 100 0.5 0.001 25 9606 -5 2015.0395717780523 2033.8068264908527 100 TCGA 1 50 100 0.5 0.001 25 9606 -6 1997.3702096361071 2013.4333164847676 100 TCGA 1 50 100 0.5 0.001 25 9606 -7 1983.9170586932703 1990.1740268726444 100 TCGA 1 50 100 0.5 0.001 25 9606 -8 1973.0861736969937 2008.1682828203518 100 TCGA 1 50 100 0.5 0.001 25 9606 -9 1970.1926128235443 1968.2498037060302 100 TCGA 1 50 100 0.5 0.001 25 9606 -10 1962.1491617466113 1962.639801792164 100 TCGA 1 50 100 0.5 0.001 25 9606 -11 1954.177972901944 1962.831104374411 100 TCGA 1 50 100 0.5 0.001 25 9606 -12 1948.886098492743 1947.890231185223 100 TCGA 1 50 100 0.5 0.001 25 9606 -13 1943.2437618514073 1951.9669692456423 100 TCGA 1 50 100 0.5 0.001 25 9606 -14 1941.096273186138 1960.969391635914 100 TCGA 1 50 100 0.5 0.001 25 9606 -15 1934.8690474814955 1935.9902767008873 100 TCGA 1 50 100 0.5 0.001 25 9606 -16 1929.6181948559934 1934.9632261650047 100 TCGA 1 50 100 0.5 0.001 25 9606 -17 1928.6500969286515 1933.7681602593043 100 TCGA 1 50 100 0.5 0.001 25 9606 -18 1922.8491623515808 1925.263128386071 100 TCGA 1 50 100 0.5 0.001 25 9606 -19 1920.2371708039313 1914.573935350581 100 TCGA 1 50 100 0.5 0.001 25 9606 -20 1915.412256229987 1917.538131943899 100 TCGA 1 50 100 0.5 0.001 25 9606 -21 1914.1031173806543 1916.0292300123665 100 TCGA 1 50 100 0.5 0.001 25 9606 -22 1909.3136216734306 1920.7822259490813 100 TCGA 1 50 100 0.5 0.001 25 9606 -23 1905.9995678964372 1922.0894579096655 100 TCGA 1 50 100 0.5 0.001 25 9606 -24 1905.5229903403265 1902.543947152756 100 TCGA 1 50 100 0.5 0.001 25 9606 -25 1901.7058371982346 1902.0937457060695 100 TCGA 1 50 100 0.5 0.001 25 9606 -26 1900.261312562023 1900.1813811489087 100 TCGA 1 50 100 0.5 0.001 25 9606 -27 1898.002850387442 1897.2699637101523 100 TCGA 1 50 100 0.5 0.001 25 9606 -28 1895.2587331573218 1896.2838600963803 100 TCGA 1 50 100 0.5 0.001 25 9606 -29 1892.5393287955897 1891.716533104978 100 TCGA 1 50 100 0.5 0.001 25 9606 -30 1890.0897805007098 1894.126299220713 100 TCGA 1 50 100 0.5 0.001 25 9606 -31 1888.3092878026373 1890.2064552498823 100 TCGA 1 50 100 0.5 0.001 25 9606 -32 1885.9927735846547 1887.1511396091787 100 TCGA 1 50 100 0.5 0.001 25 9606 -33 1884.7982013820338 1890.461575455402 100 TCGA 1 50 100 0.5 0.001 25 9606 -34 1883.7538246608683 1888.8915868404522 100 TCGA 1 50 100 0.5 0.001 25 9606 -35 1881.6152156672715 1880.101680276382 100 TCGA 1 50 100 0.5 0.001 25 9606 -36 1879.588289618745 1878.034728697197 100 TCGA 1 50 100 0.5 0.001 25 9606 -37 1878.5191259068004 1879.8695694046403 100 TCGA 1 50 100 0.5 0.001 25 9606 -38 1877.0480626614342 1877.8173907869425 100 TCGA 1 50 100 0.5 0.001 25 9606 -39 1875.203112164836 1874.1190541329695 100 TCGA 1 50 100 0.5 0.001 25 9606 -40 1873.7830629873547 1876.0177909812735 100 TCGA 1 50 100 0.5 0.001 25 9606 -41 1873.0602913298821 1873.4702583964745 100 TCGA 1 50 100 0.5 0.001 25 9606 -42 1871.751994232951 1875.646366598618 100 TCGA 1 50 100 0.5 0.001 25 9606 -43 1870.8984277441853 1872.8889994405622 100 TCGA 1 50 100 0.5 0.001 25 9606 -44 1869.026544018454 1869.2794195587312 100 TCGA 1 50 100 0.5 0.001 25 9606 -45 1867.9939267055997 1867.4827936067054 100 TCGA 1 50 100 0.5 0.001 25 9606 -46 1866.23173595675 1867.9489647946766 100 TCGA 1 50 100 0.5 0.001 25 9606 -47 1865.4336839231587 1867.5429245838568 100 TCGA 1 50 100 0.5 0.001 25 9606 -48 1864.4935276437277 1867.2218772083072 100 TCGA 1 50 100 0.5 0.001 25 9606 -49 1863.7954571095145 1864.086138701319 100 TCGA 1 50 100 0.5 0.001 25 9606 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index c35487a65..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4145.6065946745675 4732.93903354664 100 TCGA 1 50 100 0.0 0.001 25 5219 -1 2605.6021560786467 2925.9331471812184 100 TCGA 1 50 100 0.0 0.001 25 5219 -2 2202.225227806448 2265.6181898260834 100 TCGA 1 50 100 0.0 0.001 25 5219 -3 2088.8985546651543 2138.4706724540674 100 TCGA 1 50 100 0.0 0.001 25 5219 -4 2039.166047835539 2051.0063096242934 100 TCGA 1 50 100 0.0 0.001 25 5219 -5 2015.7058315845536 2017.2135150851916 100 TCGA 1 50 100 0.0 0.001 25 5219 -6 1998.3740713581708 1987.305831525793 100 TCGA 1 50 100 0.0 0.001 25 5219 -7 1986.3363874120123 1996.950380564934 100 TCGA 1 50 100 0.0 0.001 25 5219 -8 1979.0773315225306 2006.8547688393137 100 TCGA 1 50 100 0.0 0.001 25 5219 -9 1970.5521802692517 1961.121890580834 100 TCGA 1 50 100 0.0 0.001 25 5219 -10 1962.2829234356034 1966.4482507753612 100 TCGA 1 50 100 0.0 0.001 25 5219 -11 1955.7795321045876 1959.7121753788474 100 TCGA 1 50 100 0.0 0.001 25 5219 -12 1951.9774027127269 1944.8399529385208 100 TCGA 1 50 100 0.0 0.001 25 5219 -13 1944.6763366092887 1940.83405737182 100 TCGA 1 50 100 0.0 0.001 25 5219 -14 1940.2884058219431 1944.557638657153 100 TCGA 1 50 100 0.0 0.001 25 5219 -15 1937.5561605053883 1941.099719790358 100 TCGA 1 50 100 0.0 0.001 25 5219 -16 1932.4820243255517 1937.7168815267744 100 TCGA 1 50 100 0.0 0.001 25 5219 -17 1926.4655883802689 1929.9030908939228 100 TCGA 1 50 100 0.0 0.001 25 5219 -18 1924.0457915868035 1920.8886178941582 100 TCGA 1 50 100 0.0 0.001 25 5219 -19 1919.5584506283835 1918.255404831776 100 TCGA 1 50 100 0.0 0.001 25 5219 -20 1915.4266132738378 1915.604148059634 100 TCGA 1 50 100 0.0 0.001 25 5219 -21 1912.8078871619582 1912.8560913699357 100 TCGA 1 50 100 0.0 0.001 25 5219 -22 1910.2246480167464 1924.4182607372802 100 TCGA 1 50 100 0.0 0.001 25 5219 -23 1907.7589901603617 1906.5364861416458 100 TCGA 1 50 100 0.0 0.001 25 5219 -24 1904.8243889726157 1905.255684550683 100 TCGA 1 50 100 0.0 0.001 25 5219 -25 1903.600469153858 1903.252017533959 100 TCGA 1 50 100 0.0 0.001 25 5219 -26 1900.5455369954664 1901.008391567211 100 TCGA 1 50 100 0.0 0.001 25 5219 -27 1897.8140188686177 1899.3958942662532 100 TCGA 1 50 100 0.0 0.001 25 5219 -28 1896.089665243117 1897.8833878866992 100 TCGA 1 50 100 0.0 0.001 25 5219 -29 1892.2643959444806 1894.1261311440012 100 TCGA 1 50 100 0.0 0.001 25 5219 -30 1891.3456069702734 1891.09731396239 100 TCGA 1 50 100 0.0 0.001 25 5219 -31 1888.2428650249792 1887.5065985444803 100 TCGA 1 50 100 0.0 0.001 25 5219 -32 1888.1905856987823 1890.6029978996546 100 TCGA 1 50 100 0.0 0.001 25 5219 -33 1885.0812230434306 1884.6958486279052 100 TCGA 1 50 100 0.0 0.001 25 5219 -34 1883.5817774216875 1883.201360807946 100 TCGA 1 50 100 0.0 0.001 25 5219 -35 1881.4949877458248 1880.9442819566582 100 TCGA 1 50 100 0.0 0.001 25 5219 -36 1880.320336276392 1879.8114670029836 100 TCGA 1 50 100 0.0 0.001 25 5219 -37 1879.2228414469737 1879.4974316160883 100 TCGA 1 50 100 0.0 0.001 25 5219 -38 1877.3257118529116 1881.7365876010913 100 TCGA 1 50 100 0.0 0.001 25 5219 -39 1875.1555626647043 1875.8662900685065 100 TCGA 1 50 100 0.0 0.001 25 5219 -40 1874.353036895183 1873.551713032938 100 TCGA 1 50 100 0.0 0.001 25 5219 -41 1873.2446488811443 1870.4208493640076 100 TCGA 1 50 100 0.0 0.001 25 5219 -42 1872.1821377491603 1873.8843184428 100 TCGA 1 50 100 0.0 0.001 25 5219 -43 1870.3268227077433 1870.9712723775126 100 TCGA 1 50 100 0.0 0.001 25 5219 -44 1869.3321793994037 1871.0869361455716 100 TCGA 1 50 100 0.0 0.001 25 5219 -45 1868.0895635428367 1868.289983854821 100 TCGA 1 50 100 0.0 0.001 25 5219 -46 1866.7864011791564 1867.1818896729742 100 TCGA 1 50 100 0.0 0.001 25 5219 -47 1865.6240301820926 1869.3440567093278 100 TCGA 1 50 100 0.0 0.001 25 5219 -48 1864.3334679572174 1865.6600949081344 100 TCGA 1 50 100 0.0 0.001 25 5219 -49 1863.898267577144 1864.724664582679 100 TCGA 1 50 100 0.0 0.001 25 5219 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index 687bce0a2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4151.291846558803 4145.604625912767 100 TCGA 1 50 100 1.0 0.001 25 7821 -1 2622.8354907763405 2704.788187764997 100 TCGA 1 50 100 1.0 0.001 25 7821 -2 2218.2598835668045 2252.498467680198 100 TCGA 1 50 100 1.0 0.001 25 7821 -3 2096.076070883242 2098.298863703282 100 TCGA 1 50 100 1.0 0.001 25 7821 -4 2041.2331342129771 2186.649913385286 100 TCGA 1 50 100 1.0 0.001 25 7821 -5 2018.6601466440652 2026.7695625343515 100 TCGA 1 50 100 1.0 0.001 25 7821 -6 2000.6416873891435 2006.629148550369 100 TCGA 1 50 100 1.0 0.001 25 7821 -7 1987.5067966417325 2023.70158715943 100 TCGA 1 50 100 1.0 0.001 25 7821 -8 1975.8109717162038 1959.6575443133636 100 TCGA 1 50 100 1.0 0.001 25 7821 -9 1970.4612759014155 1959.850810448728 100 TCGA 1 50 100 1.0 0.001 25 7821 -10 1961.5057060888057 1953.173209798995 100 TCGA 1 50 100 1.0 0.001 25 7821 -11 1955.8615485846112 1953.3562257086212 100 TCGA 1 50 100 1.0 0.001 25 7821 -12 1950.3956923282017 1975.663964353015 100 TCGA 1 50 100 1.0 0.001 25 7821 -13 1948.8744040777779 1936.7258963273398 100 TCGA 1 50 100 1.0 0.001 25 7821 -14 1940.7100849835012 1942.6235284086447 100 TCGA 1 50 100 1.0 0.001 25 7821 -15 1935.181280163998 1927.0379657074434 100 TCGA 1 50 100 1.0 0.001 25 7821 -16 1931.1184854321161 1932.565384907938 100 TCGA 1 50 100 1.0 0.001 25 7821 -17 1930.2640543410869 1945.8304302273084 100 TCGA 1 50 100 1.0 0.001 25 7821 -18 1923.7007884823834 1920.1329413179178 100 TCGA 1 50 100 1.0 0.001 25 7821 -19 1919.9284635540205 1910.0167585976758 100 TCGA 1 50 100 1.0 0.001 25 7821 -20 1917.2353321598741 1910.4841903609847 100 TCGA 1 50 100 1.0 0.001 25 7821 -21 1912.7703898979466 1911.1757855439305 100 TCGA 1 50 100 1.0 0.001 25 7821 -22 1909.2499758012195 1903.3048537364557 100 TCGA 1 50 100 1.0 0.001 25 7821 -23 1907.3155809435038 1907.6728705784783 100 TCGA 1 50 100 1.0 0.001 25 7821 -24 1903.559791630514 1903.2358177606784 100 TCGA 1 50 100 1.0 0.001 25 7821 -25 1902.572990416629 1903.474949822354 100 TCGA 1 50 100 1.0 0.001 25 7821 -26 1898.9183730712919 1896.192616525008 100 TCGA 1 50 100 1.0 0.001 25 7821 -27 1898.5203049705822 1894.501144025793 100 TCGA 1 50 100 1.0 0.001 25 7821 -28 1894.9353216192342 1891.604839995878 100 TCGA 1 50 100 1.0 0.001 25 7821 -29 1893.2297586602203 1886.773482279562 100 TCGA 1 50 100 1.0 0.001 25 7821 -30 1890.8881330842457 1886.7053210387876 100 TCGA 1 50 100 1.0 0.001 25 7821 -31 1888.710549447483 1886.2315158556455 100 TCGA 1 50 100 1.0 0.001 25 7821 -32 1887.58037698539 1881.145525601641 100 TCGA 1 50 100 1.0 0.001 25 7821 -33 1885.9087827920728 1883.3343131673994 100 TCGA 1 50 100 1.0 0.001 25 7821 -34 1882.484255668401 1880.92574015095 100 TCGA 1 50 100 1.0 0.001 25 7821 -35 1882.1724465054344 1881.0098950563363 100 TCGA 1 50 100 1.0 0.001 25 7821 -36 1880.0079034361831 1876.738795908252 100 TCGA 1 50 100 1.0 0.001 25 7821 -37 1878.7157158462553 1873.6248552331972 100 TCGA 1 50 100 1.0 0.001 25 7821 -38 1876.6269554276994 1875.2354233324827 100 TCGA 1 50 100 1.0 0.001 25 7821 -39 1876.3604530992752 1872.754376742109 100 TCGA 1 50 100 1.0 0.001 25 7821 -40 1874.6823321705565 1869.5927525812658 100 TCGA 1 50 100 1.0 0.001 25 7821 -41 1873.3966210381582 1869.9038920186872 100 TCGA 1 50 100 1.0 0.001 25 7821 -42 1872.218334723855 1868.095576760757 100 TCGA 1 50 100 1.0 0.001 25 7821 -43 1870.7807409944564 1867.7666579970164 100 TCGA 1 50 100 1.0 0.001 25 7821 -44 1869.4119401470414 1872.8604386679492 100 TCGA 1 50 100 1.0 0.001 25 7821 -45 1868.2806920791288 1863.7035513259657 100 TCGA 1 50 100 1.0 0.001 25 7821 -46 1866.7102103511702 1864.1310299053864 100 TCGA 1 50 100 1.0 0.001 25 7821 -47 1865.864215587263 1862.9929260560616 100 TCGA 1 50 100 1.0 0.001 25 7821 -48 1865.305977120598 1861.7575536373272 100 TCGA 1 50 100 1.0 0.001 25 7821 -49 1864.3605650867623 1860.878070160372 100 TCGA 1 50 100 1.0 0.001 25 7821 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 9f4233196..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4515.52492188263 4799.578657447393 150 TCGA 1 100 100 0.5 0.001 25 8078 -1 3069.9591560827885 3993.9117450043186 150 TCGA 1 100 100 0.5 0.001 25 8078 -2 2433.541562059626 2807.113108265939 150 TCGA 1 100 100 0.5 0.001 25 8078 -3 2206.3060256816643 2866.49492089353 150 TCGA 1 100 100 0.5 0.001 25 8078 -4 2112.4568452354997 2490.436664523791 150 TCGA 1 100 100 0.5 0.001 25 8078 -5 2065.3439797385354 2138.3889098814384 150 TCGA 1 100 100 0.5 0.001 25 8078 -6 2034.046232424273 2080.014696284155 150 TCGA 1 100 100 0.5 0.001 25 8078 -7 2018.0705899548245 2103.142895875864 150 TCGA 1 100 100 0.5 0.001 25 8078 -8 2008.1090082031685 2076.1663787688444 150 TCGA 1 100 100 0.5 0.001 25 8078 -9 1998.8918340942505 2013.2263392156092 150 TCGA 1 100 100 0.5 0.001 25 8078 -10 1989.796497493573 2017.3105493286746 150 TCGA 1 100 100 0.5 0.001 25 8078 -11 1981.289510817836 1986.9626581393295 150 TCGA 1 100 100 0.5 0.001 25 8078 -12 1976.169883710144 1993.7268685959093 150 TCGA 1 100 100 0.5 0.001 25 8078 -13 1969.2037573430218 1978.8701294558732 150 TCGA 1 100 100 0.5 0.001 25 8078 -14 1966.2394769368182 1965.933166197197 150 TCGA 1 100 100 0.5 0.001 25 8078 -15 1961.0253041034591 1975.4135981420775 150 TCGA 1 100 100 0.5 0.001 25 8078 -16 1957.829396485138 1953.4934965354114 150 TCGA 1 100 100 0.5 0.001 25 8078 -17 1952.0073449702943 1988.0823974609375 150 TCGA 1 100 100 0.5 0.001 25 8078 -18 1947.5234997682585 1941.613204572668 150 TCGA 1 100 100 0.5 0.001 25 8078 -19 1945.5004830490811 1943.9145194968985 150 TCGA 1 100 100 0.5 0.001 25 8078 -20 1943.2457054658505 1946.413449694763 150 TCGA 1 100 100 0.5 0.001 25 8078 -21 1938.8642462445018 1937.254530096773 150 TCGA 1 100 100 0.5 0.001 25 8078 -22 1935.6927750889033 1936.6893310546875 150 TCGA 1 100 100 0.5 0.001 25 8078 -23 1932.2189916335442 1953.338231072354 150 TCGA 1 100 100 0.5 0.001 25 8078 -24 1930.4501842213922 1932.1881134186558 150 TCGA 1 100 100 0.5 0.001 25 8078 -25 1927.5585455840715 1928.354210628337 150 TCGA 1 100 100 0.5 0.001 25 8078 -26 1924.014921750191 1922.4737837134894 150 TCGA 1 100 100 0.5 0.001 25 8078 -27 1922.9075978012247 1924.2840594574434 150 TCGA 1 100 100 0.5 0.001 25 8078 -28 1918.359536052695 1914.6554973353093 150 TCGA 1 100 100 0.5 0.001 25 8078 -29 1917.599962301134 1919.5062286530308 150 TCGA 1 100 100 0.5 0.001 25 8078 -30 1915.7786214892149 1923.1853922934988 150 TCGA 1 100 100 0.5 0.001 25 8078 -31 1914.6879857605436 1924.2069594800173 150 TCGA 1 100 100 0.5 0.001 25 8078 -32 1911.066126710483 1909.1956161422347 150 TCGA 1 100 100 0.5 0.001 25 8078 -33 1909.003286088121 1910.800537109375 150 TCGA 1 100 100 0.5 0.001 25 8078 -34 1907.1768328205444 1911.6107600993248 150 TCGA 1 100 100 0.5 0.001 25 8078 -35 1904.7993548572404 1907.148733167792 150 TCGA 1 100 100 0.5 0.001 25 8078 -36 1904.1560256026369 1900.6714143225895 150 TCGA 1 100 100 0.5 0.001 25 8078 -37 1900.982863093982 1901.1943426851053 150 TCGA 1 100 100 0.5 0.001 25 8078 -38 1899.1208275906647 1901.4795461683418 150 TCGA 1 100 100 0.5 0.001 25 8078 -39 1898.5145270484595 1895.0897554177136 150 TCGA 1 100 100 0.5 0.001 25 8078 -40 1897.409403212835 1895.5006704665907 150 TCGA 1 100 100 0.5 0.001 25 8078 -41 1894.9727847515198 1895.3459607608354 150 TCGA 1 100 100 0.5 0.001 25 8078 -42 1895.3168070559284 1898.8765550162923 150 TCGA 1 100 100 0.5 0.001 25 8078 -43 1893.9682583260155 1896.5800535882538 150 TCGA 1 100 100 0.5 0.001 25 8078 -44 1889.9635740497945 1889.9241931091 150 TCGA 1 100 100 0.5 0.001 25 8078 -45 1889.907805616428 1887.7699496015232 150 TCGA 1 100 100 0.5 0.001 25 8078 -46 1888.3539597462006 1891.5355414769158 150 TCGA 1 100 100 0.5 0.001 25 8078 -47 1887.3791787042883 1886.7010571657113 150 TCGA 1 100 100 0.5 0.001 25 8078 -48 1885.1609146419628 1889.8051432700613 150 TCGA 1 100 100 0.5 0.001 25 8078 -49 1884.3253227512357 1883.4290526116913 150 TCGA 1 100 100 0.5 0.001 25 8078 -50 1883.3589358384595 1881.6852665426743 150 TCGA 1 100 100 0.5 0.001 25 8078 -51 1882.9866371090916 1880.5203378955323 150 TCGA 1 100 100 0.5 0.001 25 8078 -52 1881.1544179642808 1877.6912075023556 150 TCGA 1 100 100 0.5 0.001 25 8078 -53 1880.265971658432 1877.863806949788 150 TCGA 1 100 100 0.5 0.001 25 8078 -54 1878.3349518765826 1878.3963942024577 150 TCGA 1 100 100 0.5 0.001 25 8078 -55 1877.7222652680134 1879.8690338901538 150 TCGA 1 100 100 0.5 0.001 25 8078 -56 1877.7336093593035 1878.735280405936 150 TCGA 1 100 100 0.5 0.001 25 8078 -57 1876.1353196217447 1876.068617624254 150 TCGA 1 100 100 0.5 0.001 25 8078 -58 1874.529419735588 1876.021418739204 150 TCGA 1 100 100 0.5 0.001 25 8078 -59 1873.8941935843582 1871.7278230753377 150 TCGA 1 100 100 0.5 0.001 25 8078 -60 1872.8914533858454 1872.1052239959563 150 TCGA 1 100 100 0.5 0.001 25 8078 -61 1872.0681332608315 1872.1621216433732 150 TCGA 1 100 100 0.5 0.001 25 8078 -62 1870.3319040020206 1872.1544330539416 150 TCGA 1 100 100 0.5 0.001 25 8078 -63 1870.2758965511941 1868.454347543381 150 TCGA 1 100 100 0.5 0.001 25 8078 -64 1869.3250589899778 1866.972009093318 150 TCGA 1 100 100 0.5 0.001 25 8078 -65 1868.6188943860573 1870.4072652078753 150 TCGA 1 100 100 0.5 0.001 25 8078 -66 1867.6946312689013 1867.314059310223 150 TCGA 1 100 100 0.5 0.001 25 8078 -67 1866.6184082576267 1865.8319269688286 150 TCGA 1 100 100 0.5 0.001 25 8078 -68 1865.538084942843 1864.4224853515625 150 TCGA 1 100 100 0.5 0.001 25 8078 -69 1865.1988641343114 1864.8726021464745 150 TCGA 1 100 100 0.5 0.001 25 8078 -70 1864.8489022283152 1861.1558488241992 150 TCGA 1 100 100 0.5 0.001 25 8078 -71 1863.8373111214325 1862.7147554177136 150 TCGA 1 100 100 0.5 0.001 25 8078 -72 1863.2815289127466 1863.1055871398005 150 TCGA 1 100 100 0.5 0.001 25 8078 -73 1862.549859407265 1860.343787418538 150 TCGA 1 100 100 0.5 0.001 25 8078 -74 1862.2345565317305 1860.224573796718 150 TCGA 1 100 100 0.5 0.001 25 8078 -75 1861.457472904996 1861.9052114822157 150 TCGA 1 100 100 0.5 0.001 25 8078 -76 1860.924281620503 1859.5285399163788 150 TCGA 1 100 100 0.5 0.001 25 8078 -77 1859.9836622396342 1861.992360484061 150 TCGA 1 100 100 0.5 0.001 25 8078 -78 1859.4028309003386 1858.6407163993797 150 TCGA 1 100 100 0.5 0.001 25 8078 -79 1858.08927067764 1858.574576986495 150 TCGA 1 100 100 0.5 0.001 25 8078 -80 1858.5320818467071 1856.7526174574043 150 TCGA 1 100 100 0.5 0.001 25 8078 -81 1857.3701625057117 1856.261941420972 150 TCGA 1 100 100 0.5 0.001 25 8078 -82 1856.9703554174093 1855.327682725149 150 TCGA 1 100 100 0.5 0.001 25 8078 -83 1856.429570811736 1855.1016986789416 150 TCGA 1 100 100 0.5 0.001 25 8078 -84 1855.6161926249092 1854.764553971027 150 TCGA 1 100 100 0.5 0.001 25 8078 -85 1855.272622984852 1854.4562190836998 150 TCGA 1 100 100 0.5 0.001 25 8078 -86 1854.8251535369025 1854.268121613929 150 TCGA 1 100 100 0.5 0.001 25 8078 -87 1854.375248541642 1854.518629524576 150 TCGA 1 100 100 0.5 0.001 25 8078 -88 1853.7946218155712 1852.222841502434 150 TCGA 1 100 100 0.5 0.001 25 8078 -89 1853.4856474252933 1852.087031838882 150 TCGA 1 100 100 0.5 0.001 25 8078 -90 1852.832916849066 1851.1266973294205 150 TCGA 1 100 100 0.5 0.001 25 8078 -91 1852.5251140285782 1852.5127695361573 150 TCGA 1 100 100 0.5 0.001 25 8078 -92 1852.3482748585789 1850.1003761483198 150 TCGA 1 100 100 0.5 0.001 25 8078 -93 1851.4841773084984 1851.1583184477072 150 TCGA 1 100 100 0.5 0.001 25 8078 -94 1851.0549825588923 1850.5372007743797 150 TCGA 1 100 100 0.5 0.001 25 8078 -95 1850.610078685823 1849.672538105567 150 TCGA 1 100 100 0.5 0.001 25 8078 -96 1850.4592249866362 1849.4984934437814 150 TCGA 1 100 100 0.5 0.001 25 8078 -97 1849.6125755067355 1849.955213690523 150 TCGA 1 100 100 0.5 0.001 25 8078 -98 1849.408529604156 1849.194674544598 150 TCGA 1 100 100 0.5 0.001 25 8078 -99 1849.0625885653567 1847.6211998714275 150 TCGA 1 100 100 0.5 0.001 25 8078 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index 7aeeb02cc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4531.276913649377 4485.529446549152 150 TCGA 1 100 100 0.0 0.001 25 7607 -1 3056.8034222416877 3875.574607657428 150 TCGA 1 100 100 0.0 0.001 25 7607 -2 2453.2928994782656 2906.071998174466 150 TCGA 1 100 100 0.0 0.001 25 7607 -3 2207.917899369262 2662.316532614243 150 TCGA 1 100 100 0.0 0.001 25 7607 -4 2114.8084077354997 2144.5762810635206 150 TCGA 1 100 100 0.0 0.001 25 7607 -5 2067.523810401028 2226.8645816975504 150 TCGA 1 100 100 0.0 0.001 25 7607 -6 2039.4959570323401 2086.4830303863064 150 TCGA 1 100 100 0.0 0.001 25 7607 -7 2020.9264368925235 2108.5614191563286 150 TCGA 1 100 100 0.0 0.001 25 7607 -8 2008.22819196631 2068.085795186872 150 TCGA 1 100 100 0.0 0.001 25 7607 -9 1998.7155282784552 2082.379536844378 150 TCGA 1 100 100 0.0 0.001 25 7607 -10 1993.1853363210835 1991.230785887445 150 TCGA 1 100 100 0.0 0.001 25 7607 -11 1983.5983571971099 1974.4032338204695 150 TCGA 1 100 100 0.0 0.001 25 7607 -12 1977.0341247497279 1985.712229359689 150 TCGA 1 100 100 0.0 0.001 25 7607 -13 1973.020404231909 1990.913764991952 150 TCGA 1 100 100 0.0 0.001 25 7607 -14 1969.555396704126 1955.935630913356 150 TCGA 1 100 100 0.0 0.001 25 7607 -15 1965.5164190497378 1958.2948151401538 150 TCGA 1 100 100 0.0 0.001 25 7607 -16 1958.7986851805142 1960.187484051115 150 TCGA 1 100 100 0.0 0.001 25 7607 -17 1951.9761128604964 1977.6087615813442 150 TCGA 1 100 100 0.0 0.001 25 7607 -18 1948.7546663723936 1965.3863132802685 150 TCGA 1 100 100 0.0 0.001 25 7607 -19 1947.6892410859105 1938.221717106038 150 TCGA 1 100 100 0.0 0.001 25 7607 -20 1944.6490135563313 1944.35524055826 150 TCGA 1 100 100 0.0 0.001 25 7607 -21 1938.1211299527927 1957.8669188226288 150 TCGA 1 100 100 0.0 0.001 25 7607 -22 1935.533200086527 1933.6460635698022 150 TCGA 1 100 100 0.0 0.001 25 7607 -23 1933.1017915163873 1938.0773048592573 150 TCGA 1 100 100 0.0 0.001 25 7607 -24 1931.299398404145 1934.005581496349 150 TCGA 1 100 100 0.0 0.001 25 7607 -25 1926.8510144984486 1921.6566217317054 150 TCGA 1 100 100 0.0 0.001 25 7607 -26 1923.8426689848807 1926.691336933692 150 TCGA 1 100 100 0.0 0.001 25 7607 -27 1921.9545959888233 1921.65230265095 150 TCGA 1 100 100 0.0 0.001 25 7607 -28 1920.6709310976785 1916.8076785293656 150 TCGA 1 100 100 0.0 0.001 25 7607 -29 1919.2849678237972 1915.9960912963254 150 TCGA 1 100 100 0.0 0.001 25 7607 -30 1915.6244323505648 1915.110510437932 150 TCGA 1 100 100 0.0 0.001 25 7607 -31 1913.8555938042837 1907.0155704057397 150 TCGA 1 100 100 0.0 0.001 25 7607 -32 1912.9349876869628 1908.018089716159 150 TCGA 1 100 100 0.0 0.001 25 7607 -33 1909.465002418243 1906.7145419480214 150 TCGA 1 100 100 0.0 0.001 25 7607 -34 1908.6216441223778 1908.2832785754947 150 TCGA 1 100 100 0.0 0.001 25 7607 -35 1906.5446181639536 1907.6007227298603 150 TCGA 1 100 100 0.0 0.001 25 7607 -36 1904.3121008427497 1909.1089891596655 150 TCGA 1 100 100 0.0 0.001 25 7607 -37 1901.6755291793693 1900.347372850581 150 TCGA 1 100 100 0.0 0.001 25 7607 -38 1902.079723427559 1897.7891778227072 150 TCGA 1 100 100 0.0 0.001 25 7607 -39 1897.886726407497 1896.626785661707 150 TCGA 1 100 100 0.0 0.001 25 7607 -40 1897.1182780938032 1902.2234162757145 150 TCGA 1 100 100 0.0 0.001 25 7607 -41 1894.644852864874 1893.2157405680748 150 TCGA 1 100 100 0.0 0.001 25 7607 -42 1894.3206178460991 1902.7181525302292 150 TCGA 1 100 100 0.0 0.001 25 7607 -43 1892.0998441958243 1895.265090712351 150 TCGA 1 100 100 0.0 0.001 25 7607 -44 1890.3944279419177 1888.3533812863143 150 TCGA 1 100 100 0.0 0.001 25 7607 -45 1889.5203110611535 1887.8397854752277 150 TCGA 1 100 100 0.0 0.001 25 7607 -46 1887.2568098447834 1886.1404992491755 150 TCGA 1 100 100 0.0 0.001 25 7607 -47 1886.7194946575196 1885.096073629868 150 TCGA 1 100 100 0.0 0.001 25 7607 -48 1885.118178846102 1883.8819414455088 150 TCGA 1 100 100 0.0 0.001 25 7607 -49 1885.1547390341373 1883.2032556581737 150 TCGA 1 100 100 0.0 0.001 25 7607 -50 1884.1145134121195 1880.6665082001805 150 TCGA 1 100 100 0.0 0.001 25 7607 -51 1882.875597162137 1881.703085741206 150 TCGA 1 100 100 0.0 0.001 25 7607 -52 1880.6473484458716 1882.4921506948806 150 TCGA 1 100 100 0.0 0.001 25 7607 -53 1880.0825301727182 1879.172719677489 150 TCGA 1 100 100 0.0 0.001 25 7607 -54 1879.0026379940912 1879.1342644619583 150 TCGA 1 100 100 0.0 0.001 25 7607 -55 1877.3256970556843 1878.397360950259 150 TCGA 1 100 100 0.0 0.001 25 7607 -56 1876.9063669880236 1874.1641753690326 150 TCGA 1 100 100 0.0 0.001 25 7607 -57 1875.9142054444858 1874.4946221586447 150 TCGA 1 100 100 0.0 0.001 25 7607 -58 1874.2245033963316 1875.0836003749214 150 TCGA 1 100 100 0.0 0.001 25 7607 -59 1874.0794060910728 1872.1904296875 150 TCGA 1 100 100 0.0 0.001 25 7607 -60 1872.7383698153567 1873.2869572471734 150 TCGA 1 100 100 0.0 0.001 25 7607 -61 1872.068409380363 1871.8060431552292 150 TCGA 1 100 100 0.0 0.001 25 7607 -62 1871.117104779957 1868.1528559545775 150 TCGA 1 100 100 0.0 0.001 25 7607 -63 1870.426173022262 1867.393643633205 150 TCGA 1 100 100 0.0 0.001 25 7607 -64 1869.5229437140724 1868.1310059820587 150 TCGA 1 100 100 0.0 0.001 25 7607 -65 1868.316857047666 1865.3424053863066 150 TCGA 1 100 100 0.0 0.001 25 7607 -66 1868.0302191946253 1867.0789549554413 150 TCGA 1 100 100 0.0 0.001 25 7607 -67 1867.3335130029204 1867.774199979389 150 TCGA 1 100 100 0.0 0.001 25 7607 -68 1866.3479557507858 1865.0698156308888 150 TCGA 1 100 100 0.0 0.001 25 7607 -69 1865.9873643805504 1862.6748586683418 150 TCGA 1 100 100 0.0 0.001 25 7607 -70 1864.7627093467026 1861.8621200484847 150 TCGA 1 100 100 0.0 0.001 25 7607 -71 1864.069832870904 1861.6626399821373 150 TCGA 1 100 100 0.0 0.001 25 7607 -72 1863.3393299074255 1864.0797934987438 150 TCGA 1 100 100 0.0 0.001 25 7607 -73 1862.7098880686494 1860.7726400557474 150 TCGA 1 100 100 0.0 0.001 25 7607 -74 1862.4763568512417 1859.8040562922033 150 TCGA 1 100 100 0.0 0.001 25 7607 -75 1861.156471822155 1860.2733835191582 150 TCGA 1 100 100 0.0 0.001 25 7607 -76 1860.4802133956382 1858.8366515193154 150 TCGA 1 100 100 0.0 0.001 25 7607 -77 1859.9300017707621 1858.950982942054 150 TCGA 1 100 100 0.0 0.001 25 7607 -78 1859.8200118274265 1858.3460073806532 150 TCGA 1 100 100 0.0 0.001 25 7607 -79 1858.8286889705664 1857.410227406564 150 TCGA 1 100 100 0.0 0.001 25 7607 -80 1858.3367329940345 1860.0819085662688 150 TCGA 1 100 100 0.0 0.001 25 7607 -81 1857.5823352471807 1856.6246429903424 150 TCGA 1 100 100 0.0 0.001 25 7607 -82 1857.1292261753194 1855.187949022456 150 TCGA 1 100 100 0.0 0.001 25 7607 -83 1856.8682002925436 1854.8801404483354 150 TCGA 1 100 100 0.0 0.001 25 7607 -84 1856.126156404676 1854.6038155867227 150 TCGA 1 100 100 0.0 0.001 25 7607 -85 1855.6955446911145 1855.415165426743 150 TCGA 1 100 100 0.0 0.001 25 7607 -86 1855.1477046284856 1852.6057043027638 150 TCGA 1 100 100 0.0 0.001 25 7607 -87 1854.417443543809 1853.0395176566426 150 TCGA 1 100 100 0.0 0.001 25 7607 -88 1854.1624453510872 1853.3776475149184 150 TCGA 1 100 100 0.0 0.001 25 7607 -89 1853.4965629420092 1853.0906694115106 150 TCGA 1 100 100 0.0 0.001 25 7607 -90 1853.154969930835 1851.4862250706658 150 TCGA 1 100 100 0.0 0.001 25 7607 -91 1852.8263257198373 1850.5664590040044 150 TCGA 1 100 100 0.0 0.001 25 7607 -92 1852.3667308297697 1850.7714322344143 150 TCGA 1 100 100 0.0 0.001 25 7607 -93 1851.6573998235888 1850.4824813766097 150 TCGA 1 100 100 0.0 0.001 25 7607 -94 1851.5445579531363 1849.6627264741678 150 TCGA 1 100 100 0.0 0.001 25 7607 -95 1851.0096964077673 1849.952469255457 150 TCGA 1 100 100 0.0 0.001 25 7607 -96 1850.80327535945 1851.186120421443 150 TCGA 1 100 100 0.0 0.001 25 7607 -97 1850.438794607509 1849.7698189433495 150 TCGA 1 100 100 0.0 0.001 25 7607 -98 1849.7188105105768 1847.83740234375 150 TCGA 1 100 100 0.0 0.001 25 7607 -99 1849.3565272013914 1848.1068716384657 150 TCGA 1 100 100 0.0 0.001 25 7607 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index 5ef9b1f26..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4523.4706226804055 4747.897213116363 150 TCGA 1 100 100 1.0 0.001 25 9571 -1 3059.2623608079602 3411.102597950691 150 TCGA 1 100 100 1.0 0.001 25 9571 -2 2451.927725409461 2806.47342302332 150 TCGA 1 100 100 1.0 0.001 25 9571 -3 2214.5118848441075 2440.817530032977 150 TCGA 1 100 100 1.0 0.001 25 9571 -4 2114.8768667942154 2391.6251717572236 150 TCGA 1 100 100 1.0 0.001 25 9571 -5 2067.2483557637133 2105.9862594221104 150 TCGA 1 100 100 1.0 0.001 25 9571 -6 2038.221584731812 2095.389367491756 150 TCGA 1 100 100 1.0 0.001 25 9571 -7 2025.36665473169 2052.667913542321 150 TCGA 1 100 100 1.0 0.001 25 9571 -8 2011.5127361070658 2111.1302066975504 150 TCGA 1 100 100 1.0 0.001 25 9571 -9 2002.731702656176 2032.2583320656015 150 TCGA 1 100 100 1.0 0.001 25 9571 -10 1989.9214467251857 2043.5699732794833 150 TCGA 1 100 100 1.0 0.001 25 9571 -11 1980.6908702660862 2004.5795922974246 150 TCGA 1 100 100 1.0 0.001 25 9571 -12 1977.517652124762 2010.235461977858 150 TCGA 1 100 100 1.0 0.001 25 9571 -13 1972.4012027148199 1965.644009230724 150 TCGA 1 100 100 1.0 0.001 25 9571 -14 1967.131193143766 1955.2096468671482 150 TCGA 1 100 100 1.0 0.001 25 9571 -15 1961.0035916249765 1982.9326754622723 150 TCGA 1 100 100 1.0 0.001 25 9571 -16 1958.1234394784137 1953.397490995014 150 TCGA 1 100 100 1.0 0.001 25 9571 -17 1953.0272997398304 1961.8869714784862 150 TCGA 1 100 100 1.0 0.001 25 9571 -18 1950.427764541723 1942.075726533056 150 TCGA 1 100 100 1.0 0.001 25 9571 -19 1945.088638143862 1943.83876229291 150 TCGA 1 100 100 1.0 0.001 25 9571 -20 1943.5528847726011 1954.5273566317917 150 TCGA 1 100 100 1.0 0.001 25 9571 -21 1938.4874482860068 1945.734652878651 150 TCGA 1 100 100 1.0 0.001 25 9571 -22 1935.9070232981935 1939.3901177027717 150 TCGA 1 100 100 1.0 0.001 25 9571 -23 1933.5280352274292 1925.9180503346813 150 TCGA 1 100 100 1.0 0.001 25 9571 -24 1932.1980860535887 1922.1273892656643 150 TCGA 1 100 100 1.0 0.001 25 9571 -25 1928.2086868226522 1920.9427208061793 150 TCGA 1 100 100 1.0 0.001 25 9571 -26 1924.0005735219995 1932.284694345752 150 TCGA 1 100 100 1.0 0.001 25 9571 -27 1923.0203093579737 1918.8596952045384 150 TCGA 1 100 100 1.0 0.001 25 9571 -28 1920.6348501708521 1916.288704263505 150 TCGA 1 100 100 1.0 0.001 25 9571 -29 1918.8262505210369 1911.9191176831423 150 TCGA 1 100 100 1.0 0.001 25 9571 -30 1914.668037081579 1911.0949676360317 150 TCGA 1 100 100 1.0 0.001 25 9571 -31 1914.89479894901 1914.2024201819645 150 TCGA 1 100 100 1.0 0.001 25 9571 -32 1909.7703316083164 1907.6104717925566 150 TCGA 1 100 100 1.0 0.001 25 9571 -33 1909.954661799696 1903.9417301350502 150 TCGA 1 100 100 1.0 0.001 25 9571 -34 1907.332807818299 1903.568829867109 150 TCGA 1 100 100 1.0 0.001 25 9571 -35 1905.4402591514993 1900.5419253248665 150 TCGA 1 100 100 1.0 0.001 25 9571 -36 1903.5532637096992 1895.9568128729586 150 TCGA 1 100 100 1.0 0.001 25 9571 -37 1902.9224816590684 1899.166926551704 150 TCGA 1 100 100 1.0 0.001 25 9571 -38 1900.3614032284224 1901.0937064472755 150 TCGA 1 100 100 1.0 0.001 25 9571 -39 1899.547467297855 1891.939203463607 150 TCGA 1 100 100 1.0 0.001 25 9571 -40 1897.8280613283212 1892.9703908949043 150 TCGA 1 100 100 1.0 0.001 25 9571 -41 1895.6883766744031 1892.5261610788316 150 TCGA 1 100 100 1.0 0.001 25 9571 -42 1893.8812254496831 1892.3941024703597 150 TCGA 1 100 100 1.0 0.001 25 9571 -43 1892.1466288864115 1889.3743166516174 150 TCGA 1 100 100 1.0 0.001 25 9571 -44 1890.8452266297552 1887.686355974207 150 TCGA 1 100 100 1.0 0.001 25 9571 -45 1889.4621233356254 1887.72693668538 150 TCGA 1 100 100 1.0 0.001 25 9571 -46 1888.034189702198 1884.0152741245288 150 TCGA 1 100 100 1.0 0.001 25 9571 -47 1888.5073329390314 1882.2331573639683 150 TCGA 1 100 100 1.0 0.001 25 9571 -48 1885.8669165172591 1884.0407395866048 150 TCGA 1 100 100 1.0 0.001 25 9571 -49 1883.9409021632403 1884.299664214628 150 TCGA 1 100 100 1.0 0.001 25 9571 -50 1883.728563150533 1884.191171310655 150 TCGA 1 100 100 1.0 0.001 25 9571 -51 1882.8418915990553 1876.8192960652873 150 TCGA 1 100 100 1.0 0.001 25 9571 -52 1881.2950069249935 1878.2331162649184 150 TCGA 1 100 100 1.0 0.001 25 9571 -53 1880.0103218835677 1875.4393292144316 150 TCGA 1 100 100 1.0 0.001 25 9571 -54 1879.3215071376592 1873.6153472440326 150 TCGA 1 100 100 1.0 0.001 25 9571 -55 1877.3059331376792 1873.1616094387955 150 TCGA 1 100 100 1.0 0.001 25 9571 -56 1877.229299946174 1873.5708375863694 150 TCGA 1 100 100 1.0 0.001 25 9571 -57 1876.3474103653186 1872.2784908428864 150 TCGA 1 100 100 1.0 0.001 25 9571 -58 1874.8137154437054 1872.629264486495 150 TCGA 1 100 100 1.0 0.001 25 9571 -59 1874.2758493390463 1871.5858902667635 150 TCGA 1 100 100 1.0 0.001 25 9571 -60 1873.0725953197596 1871.3614342464275 150 TCGA 1 100 100 1.0 0.001 25 9571 -61 1872.4124742233935 1870.2619954018137 150 TCGA 1 100 100 1.0 0.001 25 9571 -62 1871.531039868472 1868.4567938569803 150 TCGA 1 100 100 1.0 0.001 25 9571 -63 1870.6280651924958 1870.296654169284 150 TCGA 1 100 100 1.0 0.001 25 9571 -64 1868.7715635796799 1866.287946691465 150 TCGA 1 100 100 1.0 0.001 25 9571 -65 1868.8260860483565 1863.7706777294677 150 TCGA 1 100 100 1.0 0.001 25 9571 -66 1868.3445687390342 1866.0946296423524 150 TCGA 1 100 100 1.0 0.001 25 9571 -67 1866.9268115784844 1863.164401107098 150 TCGA 1 100 100 1.0 0.001 25 9571 -68 1866.2908755963583 1862.8185955411825 150 TCGA 1 100 100 1.0 0.001 25 9571 -69 1865.5955178735246 1862.7520255084014 150 TCGA 1 100 100 1.0 0.001 25 9571 -70 1865.3906005423362 1861.5395378994583 150 TCGA 1 100 100 1.0 0.001 25 9571 -71 1864.5013912255004 1861.4321810468357 150 TCGA 1 100 100 1.0 0.001 25 9571 -72 1863.611224667038 1860.8801864547347 150 TCGA 1 100 100 1.0 0.001 25 9571 -73 1863.363192371258 1860.6114232048917 150 TCGA 1 100 100 1.0 0.001 25 9571 -74 1862.385104285299 1859.209207045972 150 TCGA 1 100 100 1.0 0.001 25 9571 -75 1861.4127208165976 1856.368112535333 150 TCGA 1 100 100 1.0 0.001 25 9571 -76 1860.8387074837235 1856.5554328036667 150 TCGA 1 100 100 1.0 0.001 25 9571 -77 1860.500385599938 1855.299464240146 150 TCGA 1 100 100 1.0 0.001 25 9571 -78 1859.3450728121686 1856.2264526980607 150 TCGA 1 100 100 1.0 0.001 25 9571 -79 1859.4231829331886 1855.32530940837 150 TCGA 1 100 100 1.0 0.001 25 9571 -80 1858.6346832592183 1854.4176454783685 150 TCGA 1 100 100 1.0 0.001 25 9571 -81 1858.3256179463824 1857.080359684163 150 TCGA 1 100 100 1.0 0.001 25 9571 -82 1857.3110154947408 1856.07350227701 150 TCGA 1 100 100 1.0 0.001 25 9571 -83 1856.9799797057253 1854.2751066121623 150 TCGA 1 100 100 1.0 0.001 25 9571 -84 1856.5195706956474 1853.3876732294284 150 TCGA 1 100 100 1.0 0.001 25 9571 -85 1856.106081690396 1853.1130714608198 150 TCGA 1 100 100 1.0 0.001 25 9571 -86 1855.8386727933546 1852.227535381988 150 TCGA 1 100 100 1.0 0.001 25 9571 -87 1855.2944703415603 1850.593858575102 150 TCGA 1 100 100 1.0 0.001 25 9571 -88 1854.187944012197 1851.8424231754475 150 TCGA 1 100 100 1.0 0.001 25 9571 -89 1854.1754222060438 1851.9862698502277 150 TCGA 1 100 100 1.0 0.001 25 9571 -90 1854.0163018437072 1851.893328336016 150 TCGA 1 100 100 1.0 0.001 25 9571 -91 1852.890959109402 1850.718310178824 150 TCGA 1 100 100 1.0 0.001 25 9571 -92 1852.415083985574 1849.7743631487515 150 TCGA 1 100 100 1.0 0.001 25 9571 -93 1852.0895992551136 1847.5672380456972 150 TCGA 1 100 100 1.0 0.001 25 9571 -94 1851.7408359926558 1847.6174414553234 150 TCGA 1 100 100 1.0 0.001 25 9571 -95 1851.5420631760398 1848.2253516115734 150 TCGA 1 100 100 1.0 0.001 25 9571 -96 1850.902213790558 1847.2115545991678 150 TCGA 1 100 100 1.0 0.001 25 9571 -97 1850.1960644607552 1847.108111357569 150 TCGA 1 100 100 1.0 0.001 25 9571 -98 1849.958718842435 1846.809615092062 150 TCGA 1 100 100 1.0 0.001 25 9571 -99 1849.7649976847654 1845.821468794166 150 TCGA 1 100 100 1.0 0.001 25 9571 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index b3f4cb310..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4522.624033411322 4623.802479192839 150 TCGA 1 50 100 0.5 0.001 25 8417 -1 3064.1278135442535 3963.5767951083544 150 TCGA 1 50 100 0.5 0.001 25 8417 -2 2442.0291407547143 3145.451975453439 150 TCGA 1 50 100 0.5 0.001 25 8417 -3 2204.3541744967524 2820.856803548995 150 TCGA 1 50 100 0.5 0.001 25 8417 -4 2111.817006941126 2370.0059526146356 150 TCGA 1 50 100 0.5 0.001 25 8417 -5 2061.8114959277377 2160.833339058574 150 TCGA 1 50 100 0.5 0.001 25 8417 -6 2039.2359574176676 2069.392472616991 150 TCGA 1 50 100 0.5 0.001 25 8417 -7 2018.3932998372795 2085.340603162296 150 TCGA 1 50 100 0.5 0.001 25 8417 -8 2008.8281280520985 2071.96025292478 150 TCGA 1 50 100 0.5 0.001 25 8417 -9 1995.923679035441 2024.5207629946608 150 TCGA 1 50 100 0.5 0.001 25 8417 -10 1989.89031529376 2005.9211665014525 150 TCGA 1 50 100 0.5 0.001 25 8417 -11 1981.9549978711614 1990.608735204342 150 TCGA 1 50 100 0.5 0.001 25 8417 -12 1976.7508898638284 1995.1195411873823 150 TCGA 1 50 100 0.5 0.001 25 8417 -13 1972.2891437348703 1978.2580045000393 150 TCGA 1 50 100 0.5 0.001 25 8417 -14 1967.691370101709 1979.645129946608 150 TCGA 1 50 100 0.5 0.001 25 8417 -15 1960.4101829286105 1959.520218892313 150 TCGA 1 50 100 0.5 0.001 25 8417 -16 1956.9493630297789 1950.831587748312 150 TCGA 1 50 100 0.5 0.001 25 8417 -17 1956.0915479109694 1965.0532312441112 150 TCGA 1 50 100 0.5 0.001 25 8417 -18 1951.6271411696905 1959.691960167046 150 TCGA 1 50 100 0.5 0.001 25 8417 -19 1945.6880346213698 1945.2954770188835 150 TCGA 1 50 100 0.5 0.001 25 8417 -20 1943.8265395983613 1951.8546529031878 150 TCGA 1 50 100 0.5 0.001 25 8417 -21 1939.0226471563817 1942.1431289749528 150 TCGA 1 50 100 0.5 0.001 25 8417 -22 1936.716868858197 1950.002275783213 150 TCGA 1 50 100 0.5 0.001 25 8417 -23 1936.3825791779739 1937.7862775793028 150 TCGA 1 50 100 0.5 0.001 25 8417 -24 1931.9547183452698 1937.2066546109454 150 TCGA 1 50 100 0.5 0.001 25 8417 -25 1929.9009866971019 1934.64783512288 150 TCGA 1 50 100 0.5 0.001 25 8417 -26 1924.867913477042 1931.0960343710742 150 TCGA 1 50 100 0.5 0.001 25 8417 -27 1922.1872481882526 1933.899927493915 150 TCGA 1 50 100 0.5 0.001 25 8417 -28 1920.3798864641178 1920.3596485847204 150 TCGA 1 50 100 0.5 0.001 25 8417 -29 1916.8859992586672 1929.7867793557632 150 TCGA 1 50 100 0.5 0.001 25 8417 -30 1915.142495377706 1924.359678028816 150 TCGA 1 50 100 0.5 0.001 25 8417 -31 1915.3255591934874 1915.6240265045933 150 TCGA 1 50 100 0.5 0.001 25 8417 -32 1911.2834812338456 1920.21534123253 150 TCGA 1 50 100 0.5 0.001 25 8417 -33 1909.5085078606796 1912.6655261169126 150 TCGA 1 50 100 0.5 0.001 25 8417 -34 1908.368949936974 1914.3730333797896 150 TCGA 1 50 100 0.5 0.001 25 8417 -35 1904.6523609725555 1904.822436768805 150 TCGA 1 50 100 0.5 0.001 25 8417 -36 1903.5030601510832 1906.54875512818 150 TCGA 1 50 100 0.5 0.001 25 8417 -37 1902.1038086945782 1902.172815984218 150 TCGA 1 50 100 0.5 0.001 25 8417 -38 1899.3445302880439 1906.5685869533213 150 TCGA 1 50 100 0.5 0.001 25 8417 -39 1897.7062578428029 1897.870745941622 150 TCGA 1 50 100 0.5 0.001 25 8417 -40 1896.475731893208 1898.051503243758 150 TCGA 1 50 100 0.5 0.001 25 8417 -41 1895.2595530817691 1902.4808637916144 150 TCGA 1 50 100 0.5 0.001 25 8417 -42 1894.345723958297 1896.0703094329067 150 TCGA 1 50 100 0.5 0.001 25 8417 -43 1892.0359836820646 1892.608118718593 150 TCGA 1 50 100 0.5 0.001 25 8417 -44 1890.568425962523 1893.3651227328046 150 TCGA 1 50 100 0.5 0.001 25 8417 -45 1889.3853554157743 1892.3791743139525 150 TCGA 1 50 100 0.5 0.001 25 8417 -46 1888.2333066974159 1890.0026542625235 150 TCGA 1 50 100 0.5 0.001 25 8417 -47 1887.208443322423 1891.4496420088724 150 TCGA 1 50 100 0.5 0.001 25 8417 -48 1885.301830258962 1890.4452315287374 150 TCGA 1 50 100 0.5 0.001 25 8417 -49 1883.6488214103833 1885.4208665397298 150 TCGA 1 50 100 0.5 0.001 25 8417 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index 430ba096d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4512.376070087516 4490.715864478643 150 TCGA 1 50 100 0.0 0.001 25 5539 -1 3057.9231840232237 3476.103932749686 150 TCGA 1 50 100 0.0 0.001 25 5539 -2 2452.121634952457 2775.7324991657506 150 TCGA 1 50 100 0.0 0.001 25 5539 -3 2216.8083495821243 2452.4730046717964 150 TCGA 1 50 100 0.0 0.001 25 5539 -4 2121.674930532059 2305.4847945783604 150 TCGA 1 50 100 0.0 0.001 25 5539 -5 2063.8780554230557 2148.846353348775 150 TCGA 1 50 100 0.0 0.001 25 5539 -6 2038.946287917963 2146.874278619661 150 TCGA 1 50 100 0.0 0.001 25 5539 -7 2020.73804345883 2116.692095732569 150 TCGA 1 50 100 0.0 0.001 25 5539 -8 2011.3294699126316 2049.6425468406487 150 TCGA 1 50 100 0.0 0.001 25 5539 -9 2001.1840406916665 2163.8290377669596 150 TCGA 1 50 100 0.0 0.001 25 5539 -10 1992.1983976128884 2016.798357632891 150 TCGA 1 50 100 0.0 0.001 25 5539 -11 1981.7491928153383 1984.3017387965217 150 TCGA 1 50 100 0.0 0.001 25 5539 -12 1978.9101272414393 1989.9710711761934 150 TCGA 1 50 100 0.0 0.001 25 5539 -13 1975.0104857294778 1976.0148839902638 150 TCGA 1 50 100 0.0 0.001 25 5539 -14 1967.7217440677016 1980.9808398682867 150 TCGA 1 50 100 0.0 0.001 25 5539 -15 1961.4897135834512 1960.5267904463724 150 TCGA 1 50 100 0.0 0.001 25 5539 -16 1960.1595387587072 1973.6374327693154 150 TCGA 1 50 100 0.0 0.001 25 5539 -17 1955.4437989589292 1978.3460846714038 150 TCGA 1 50 100 0.0 0.001 25 5539 -18 1952.4015732313962 1961.4646149448413 150 TCGA 1 50 100 0.0 0.001 25 5539 -19 1948.2258966520224 1945.0390600463254 150 TCGA 1 50 100 0.0 0.001 25 5539 -20 1943.9672196315114 1957.6906143265153 150 TCGA 1 50 100 0.0 0.001 25 5539 -21 1938.8180675453368 1930.7492356803548 150 TCGA 1 50 100 0.0 0.001 25 5539 -22 1936.992053630057 1937.1923325121702 150 TCGA 1 50 100 0.0 0.001 25 5539 -23 1934.4627278554997 1931.5597972774026 150 TCGA 1 50 100 0.0 0.001 25 5539 -24 1931.9185759813367 1927.8253615489557 150 TCGA 1 50 100 0.0 0.001 25 5539 -25 1928.114952941547 1935.1731981440405 150 TCGA 1 50 100 0.0 0.001 25 5539 -26 1923.9989504732714 1931.7253148064542 150 TCGA 1 50 100 0.0 0.001 25 5539 -27 1923.4032186394704 1929.7116619474325 150 TCGA 1 50 100 0.0 0.001 25 5539 -28 1921.0006320432622 1921.2167907408134 150 TCGA 1 50 100 0.0 0.001 25 5539 -29 1919.0539946191504 1912.5859736917007 150 TCGA 1 50 100 0.0 0.001 25 5539 -30 1916.3576337505842 1912.3905477092494 150 TCGA 1 50 100 0.0 0.001 25 5539 -31 1913.2073165530778 1916.8605950897063 150 TCGA 1 50 100 0.0 0.001 25 5539 -32 1910.3005854115581 1910.569432244229 150 TCGA 1 50 100 0.0 0.001 25 5539 -33 1911.0444851932893 1904.718468440837 150 TCGA 1 50 100 0.0 0.001 25 5539 -34 1908.0522518436856 1902.7703980105607 150 TCGA 1 50 100 0.0 0.001 25 5539 -35 1905.4264011802466 1915.423247217533 150 TCGA 1 50 100 0.0 0.001 25 5539 -36 1904.7670180376838 1900.751037290947 150 TCGA 1 50 100 0.0 0.001 25 5539 -37 1901.7562927184779 1898.4706203134815 150 TCGA 1 50 100 0.0 0.001 25 5539 -38 1900.3962861384807 1899.547897568899 150 TCGA 1 50 100 0.0 0.001 25 5539 -39 1898.6424782641539 1893.9552443614557 150 TCGA 1 50 100 0.0 0.001 25 5539 -40 1897.5128526863261 1899.652113718004 150 TCGA 1 50 100 0.0 0.001 25 5539 -41 1895.778395865562 1894.3145586330088 150 TCGA 1 50 100 0.0 0.001 25 5539 -42 1894.5931906075812 1892.3693908998116 150 TCGA 1 50 100 0.0 0.001 25 5539 -43 1892.2750179011025 1889.258334519276 150 TCGA 1 50 100 0.0 0.001 25 5539 -44 1891.7721214460494 1888.687813456933 150 TCGA 1 50 100 0.0 0.001 25 5539 -45 1890.376161704972 1886.094976223893 150 TCGA 1 50 100 0.0 0.001 25 5539 -46 1888.8022117712678 1886.1181652893374 150 TCGA 1 50 100 0.0 0.001 25 5539 -47 1886.728716859116 1884.7465329577576 150 TCGA 1 50 100 0.0 0.001 25 5539 -48 1885.7414296939312 1885.6771902726523 150 TCGA 1 50 100 0.0 0.001 25 5539 -49 1885.0768880417256 1884.1949714392274 150 TCGA 1 50 100 0.0 0.001 25 5539 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index b7e2606c1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4521.360030029378 4758.860810399655 150 TCGA 1 50 100 1.0 0.001 25 3061 -1 3066.5382950607454 3882.2510219554806 150 TCGA 1 50 100 1.0 0.001 25 3061 -2 2448.317078338429 3003.7328328654994 150 TCGA 1 50 100 1.0 0.001 25 3061 -3 2218.111488278416 2477.992297915358 150 TCGA 1 50 100 1.0 0.001 25 3061 -4 2115.2381550784303 2283.4310591041144 150 TCGA 1 50 100 1.0 0.001 25 3061 -5 2066.530033984026 2176.5872305865264 150 TCGA 1 50 100 1.0 0.001 25 3061 -6 2038.4893098208026 2072.350701260207 150 TCGA 1 50 100 1.0 0.001 25 3061 -7 2022.7880688784498 2127.8631487515704 150 TCGA 1 50 100 1.0 0.001 25 3061 -8 2011.0804078742615 2025.5756608972597 150 TCGA 1 50 100 1.0 0.001 25 3061 -9 2001.2114094170972 2012.0286797758322 150 TCGA 1 50 100 1.0 0.001 25 3061 -10 1991.6540193520482 2000.6413334985475 150 TCGA 1 50 100 1.0 0.001 25 3061 -11 1985.1626749533682 1992.0294637248744 150 TCGA 1 50 100 1.0 0.001 25 3061 -12 1978.3247830612024 1971.1707223863457 150 TCGA 1 50 100 1.0 0.001 25 3061 -13 1975.2824706213723 1993.8596853898398 150 TCGA 1 50 100 1.0 0.001 25 3061 -14 1966.22461744126 1984.3217294970948 150 TCGA 1 50 100 1.0 0.001 25 3061 -15 1960.759337609069 1994.2496540318782 150 TCGA 1 50 100 1.0 0.001 25 3061 -16 1958.188214409044 1982.437521469653 150 TCGA 1 50 100 1.0 0.001 25 3061 -17 1954.3686503953122 1963.8564851847127 150 TCGA 1 50 100 1.0 0.001 25 3061 -18 1949.4195849723828 1947.6275935340766 150 TCGA 1 50 100 1.0 0.001 25 3061 -19 1948.2220798121564 1946.366100522142 150 TCGA 1 50 100 1.0 0.001 25 3061 -20 1944.4745548459912 1954.5200121702262 150 TCGA 1 50 100 1.0 0.001 25 3061 -21 1940.0532090308104 1951.665723024301 150 TCGA 1 50 100 1.0 0.001 25 3061 -22 1936.0524287972682 1934.7121931679883 150 TCGA 1 50 100 1.0 0.001 25 3061 -23 1934.6681834596757 1954.1646930943782 150 TCGA 1 50 100 1.0 0.001 25 3061 -24 1931.0973005170256 1934.711659493758 150 TCGA 1 50 100 1.0 0.001 25 3061 -25 1927.909055123732 1924.3361791869504 150 TCGA 1 50 100 1.0 0.001 25 3061 -26 1926.4202569518081 1922.9117738349953 150 TCGA 1 50 100 1.0 0.001 25 3061 -27 1922.3193700283496 1928.142410661707 150 TCGA 1 50 100 1.0 0.001 25 3061 -28 1918.983737193177 1920.3579273319724 150 TCGA 1 50 100 1.0 0.001 25 3061 -29 1918.2736277111355 1918.967620082836 150 TCGA 1 50 100 1.0 0.001 25 3061 -30 1915.2134214312466 1918.2311343092415 150 TCGA 1 50 100 1.0 0.001 25 3061 -31 1914.478923856793 1917.7760334877512 150 TCGA 1 50 100 1.0 0.001 25 3061 -32 1912.3294398957883 1912.794455063403 150 TCGA 1 50 100 1.0 0.001 25 3061 -33 1910.337039525547 1917.7541921030936 150 TCGA 1 50 100 1.0 0.001 25 3061 -34 1908.0840144054687 1906.4726629976053 150 TCGA 1 50 100 1.0 0.001 25 3061 -35 1904.6680801788443 1901.6298803588254 150 TCGA 1 50 100 1.0 0.001 25 3061 -36 1903.4039118745814 1896.673802974835 150 TCGA 1 50 100 1.0 0.001 25 3061 -37 1901.8861343821507 1902.1318935988536 150 TCGA 1 50 100 1.0 0.001 25 3061 -38 1900.7948771018057 1901.5526761002277 150 TCGA 1 50 100 1.0 0.001 25 3061 -39 1898.540843998964 1897.6410200416144 150 TCGA 1 50 100 1.0 0.001 25 3061 -40 1897.4072621930243 1893.7544166143216 150 TCGA 1 50 100 1.0 0.001 25 3061 -41 1895.1654317749174 1894.911569566583 150 TCGA 1 50 100 1.0 0.001 25 3061 -42 1893.495146359566 1891.9525453193703 150 TCGA 1 50 100 1.0 0.001 25 3061 -43 1891.944580173503 1890.613161633362 150 TCGA 1 50 100 1.0 0.001 25 3061 -44 1890.47992032606 1889.7261662315484 150 TCGA 1 50 100 1.0 0.001 25 3061 -45 1889.8756131447776 1895.8971585221027 150 TCGA 1 50 100 1.0 0.001 25 3061 -46 1887.8950893616275 1889.0635471056455 150 TCGA 1 50 100 1.0 0.001 25 3061 -47 1887.0681117462625 1886.9244397034 150 TCGA 1 50 100 1.0 0.001 25 3061 -48 1885.606058595276 1881.2146302803078 150 TCGA 1 50 100 1.0 0.001 25 3061 -49 1884.6711545276355 1882.8676635128768 150 TCGA 1 50 100 1.0 0.001 25 3061 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 3be3fbc7f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3450.407717296329 3543.2749084779366 50 TCGA 1 100 100 0.5 0.001 25 1215 -1 2178.305891961601 2152.1238479997646 50 TCGA 1 100 100 0.5 0.001 25 1215 -2 2045.952523995489 2047.3271214470792 50 TCGA 1 100 100 0.5 0.001 25 1215 -3 2008.6828309706457 1997.7113951103172 50 TCGA 1 100 100 0.5 0.001 25 1215 -4 1982.686931764671 2002.644702393805 50 TCGA 1 100 100 0.5 0.001 25 1215 -5 1965.4053524923 1973.9038116608433 50 TCGA 1 100 100 0.5 0.001 25 1215 -6 1950.1621713026225 1935.2495589519865 50 TCGA 1 100 100 0.5 0.001 25 1215 -7 1941.798894249258 1936.229805644433 50 TCGA 1 100 100 0.5 0.001 25 1215 -8 1935.0062915875665 1935.190875029444 50 TCGA 1 100 100 0.5 0.001 25 1215 -9 1925.0376732638138 1919.5984892725346 50 TCGA 1 100 100 0.5 0.001 25 1215 -10 1917.9089962890844 1933.6418536775675 50 TCGA 1 100 100 0.5 0.001 25 1215 -11 1912.4973470179254 1918.3601491343436 50 TCGA 1 100 100 0.5 0.001 25 1215 -12 1907.0375781446207 1903.7695306365813 50 TCGA 1 100 100 0.5 0.001 25 1215 -13 1902.2275950494309 1898.3584113192917 50 TCGA 1 100 100 0.5 0.001 25 1215 -14 1898.3539387630237 1896.8270036706972 50 TCGA 1 100 100 0.5 0.001 25 1215 -15 1893.9638609197978 1889.511839593475 50 TCGA 1 100 100 0.5 0.001 25 1215 -16 1890.1182858739292 1883.3978657938128 50 TCGA 1 100 100 0.5 0.001 25 1215 -17 1886.5701035675106 1884.7252123655387 50 TCGA 1 100 100 0.5 0.001 25 1215 -18 1882.9463151688421 1877.3068307847832 50 TCGA 1 100 100 0.5 0.001 25 1215 -19 1880.8866319832011 1875.5778606165593 50 TCGA 1 100 100 0.5 0.001 25 1215 -20 1877.1963090510199 1872.887433382734 50 TCGA 1 100 100 0.5 0.001 25 1215 -21 1875.3615083895645 1871.276880618915 50 TCGA 1 100 100 0.5 0.001 25 1215 -22 1872.6670955637096 1868.6276665308967 50 TCGA 1 100 100 0.5 0.001 25 1215 -23 1870.228994886209 1872.880644065052 50 TCGA 1 100 100 0.5 0.001 25 1215 -24 1868.0333314085128 1866.4422748508166 50 TCGA 1 100 100 0.5 0.001 25 1215 -25 1866.395996557015 1864.9805938874058 50 TCGA 1 100 100 0.5 0.001 25 1215 -26 1864.847409656796 1861.1535061783527 50 TCGA 1 100 100 0.5 0.001 25 1215 -27 1862.9993278843203 1858.7188690032192 50 TCGA 1 100 100 0.5 0.001 25 1215 -28 1861.2625043247144 1858.600537477426 50 TCGA 1 100 100 0.5 0.001 25 1215 -29 1859.541504492144 1855.2454956668107 50 TCGA 1 100 100 0.5 0.001 25 1215 -30 1857.8769270459088 1856.0403844172033 50 TCGA 1 100 100 0.5 0.001 25 1215 -31 1857.3270414505491 1855.2706280425566 50 TCGA 1 100 100 0.5 0.001 25 1215 -32 1855.0120945123706 1851.994858938246 50 TCGA 1 100 100 0.5 0.001 25 1215 -33 1853.8988679821357 1850.8659784518295 50 TCGA 1 100 100 0.5 0.001 25 1215 -34 1852.7827697133948 1849.911581834956 50 TCGA 1 100 100 0.5 0.001 25 1215 -35 1852.0160434099962 1849.3819028001335 50 TCGA 1 100 100 0.5 0.001 25 1215 -36 1851.0239784299483 1848.3004592052057 50 TCGA 1 100 100 0.5 0.001 25 1215 -37 1850.056738905295 1847.2891815032192 50 TCGA 1 100 100 0.5 0.001 25 1215 -38 1849.2665120024863 1845.7501975208072 50 TCGA 1 100 100 0.5 0.001 25 1215 -39 1848.1490927473856 1845.8139237447 50 TCGA 1 100 100 0.5 0.001 25 1215 -40 1847.5264656994275 1845.4366583896042 50 TCGA 1 100 100 0.5 0.001 25 1215 -41 1846.7090287939327 1843.812293277913 50 TCGA 1 100 100 0.5 0.001 25 1215 -42 1845.9066775254153 1844.721797463882 50 TCGA 1 100 100 0.5 0.001 25 1215 -43 1845.202780630642 1842.4121167360238 50 TCGA 1 100 100 0.5 0.001 25 1215 -44 1844.5260314294198 1844.184406529719 50 TCGA 1 100 100 0.5 0.001 25 1215 -45 1843.8034104148064 1843.2385756909548 50 TCGA 1 100 100 0.5 0.001 25 1215 -46 1843.3903817722794 1840.493890963607 50 TCGA 1 100 100 0.5 0.001 25 1215 -47 1842.5523785738983 1839.9191692103093 50 TCGA 1 100 100 0.5 0.001 25 1215 -48 1842.3808988206474 1839.8672905543342 50 TCGA 1 100 100 0.5 0.001 25 1215 -49 1841.6948563475364 1838.6859627728486 50 TCGA 1 100 100 0.5 0.001 25 1215 -50 1841.3058411932136 1838.6537098333465 50 TCGA 1 100 100 0.5 0.001 25 1215 -51 1841.0182985564882 1839.5240104330244 50 TCGA 1 100 100 0.5 0.001 25 1215 -52 1840.4881252659686 1837.6533939227386 50 TCGA 1 100 100 0.5 0.001 25 1215 -53 1840.078355746818 1837.2048407319803 50 TCGA 1 100 100 0.5 0.001 25 1215 -54 1839.6933120538486 1837.463015148987 50 TCGA 1 100 100 0.5 0.001 25 1215 -55 1839.4713150979899 1836.8313859335742 50 TCGA 1 100 100 0.5 0.001 25 1215 -56 1838.9772099263835 1837.0790273388427 50 TCGA 1 100 100 0.5 0.001 25 1215 -57 1838.7926957915704 1837.8987282604428 50 TCGA 1 100 100 0.5 0.001 25 1215 -58 1838.5413983635956 1836.562175501531 50 TCGA 1 100 100 0.5 0.001 25 1215 -59 1838.120401073532 1835.960687838607 50 TCGA 1 100 100 0.5 0.001 25 1215 -60 1837.7899198671553 1835.3894717729272 50 TCGA 1 100 100 0.5 0.001 25 1215 -61 1837.822922371184 1835.6551955333307 50 TCGA 1 100 100 0.5 0.001 25 1215 -62 1837.5112765772374 1835.4912937490185 50 TCGA 1 100 100 0.5 0.001 25 1215 -63 1837.0777060994878 1835.3645228093592 50 TCGA 1 100 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100 100 0.5 0.001 25 1215 -77 1834.815819756582 1832.838797871192 50 TCGA 1 100 100 0.5 0.001 25 1215 -78 1834.7744930764236 1832.780686881674 50 TCGA 1 100 100 0.5 0.001 25 1215 -79 1834.671672430591 1832.256996039769 50 TCGA 1 100 100 0.5 0.001 25 1215 -80 1834.7192665404116 1833.2229979241913 50 TCGA 1 100 100 0.5 0.001 25 1215 -81 1834.3408527546715 1832.5217861769786 50 TCGA 1 100 100 0.5 0.001 25 1215 -82 1834.2368783338725 1832.5279142293498 50 TCGA 1 100 100 0.5 0.001 25 1215 -83 1834.322714501479 1832.302167576162 50 TCGA 1 100 100 0.5 0.001 25 1215 -84 1834.3592525209244 1832.3794626207207 50 TCGA 1 100 100 0.5 0.001 25 1215 -85 1834.0384696026256 1831.956377345713 50 TCGA 1 100 100 0.5 0.001 25 1215 -86 1833.973167258483 1832.3672537492148 50 TCGA 1 100 100 0.5 0.001 25 1215 -87 1833.8652433132884 1831.6878024153973 50 TCGA 1 100 100 0.5 0.001 25 1215 -88 1833.8167056826585 1831.6080868208228 50 TCGA 1 100 100 0.5 0.001 25 1215 -89 1834.1019931047647 1831.596963086919 50 TCGA 1 100 100 0.5 0.001 25 1215 -90 1833.676608286927 1831.494361455716 50 TCGA 1 100 100 0.5 0.001 25 1215 -91 1833.441563800957 1832.186489699474 50 TCGA 1 100 100 0.5 0.001 25 1215 -92 1833.7911516886388 1831.9561307514134 50 TCGA 1 100 100 0.5 0.001 25 1215 -93 1833.49408218549 1831.706701844182 50 TCGA 1 100 100 0.5 0.001 25 1215 -94 1833.5016749616525 1831.17950040731 50 TCGA 1 100 100 0.5 0.001 25 1215 -95 1833.1323728070672 1831.2240683397456 50 TCGA 1 100 100 0.5 0.001 25 1215 -96 1833.1770525580073 1830.7357803421403 50 TCGA 1 100 100 0.5 0.001 25 1215 -97 1833.381838390079 1831.5315432141174 50 TCGA 1 100 100 0.5 0.001 25 1215 -98 1833.1590556142478 1831.3549497978172 50 TCGA 1 100 100 0.5 0.001 25 1215 -99 1833.2332339784452 1830.7854298347204 50 TCGA 1 100 100 0.5 0.001 25 1215 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index fa6c1d0ac..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3435.841958145702 2874.078585063992 50 TCGA 1 100 100 0.0 0.001 25 1088 -1 2189.2326636993002 2236.1570633931374 50 TCGA 1 100 100 0.0 0.001 25 1088 -2 2045.236337921691 2044.688023859532 50 TCGA 1 100 100 0.0 0.001 25 1088 -3 2004.5613275309308 1989.5343496044677 50 TCGA 1 100 100 0.0 0.001 25 1088 -4 1983.5773084546615 2004.2288051586056 50 TCGA 1 100 100 0.0 0.001 25 1088 -5 1964.953463319663 1976.9923991294363 50 TCGA 1 100 100 0.0 0.001 25 1088 -6 1953.750955729203 1937.6529001207207 50 TCGA 1 100 100 0.0 0.001 25 1088 -7 1943.5972127419443 1929.528842331776 50 TCGA 1 100 100 0.0 0.001 25 1088 -8 1933.784446092093 1926.5134878494032 50 TCGA 1 100 100 0.0 0.001 25 1088 -9 1924.2789676980071 1911.2055688599246 50 TCGA 1 100 100 0.0 0.001 25 1088 -10 1919.2320305932537 1904.188565508205 50 TCGA 1 100 100 0.0 0.001 25 1088 -11 1913.3000724955134 1904.910443329931 50 TCGA 1 100 100 0.0 0.001 25 1088 -12 1908.5491652047479 1900.2468660440877 50 TCGA 1 100 100 0.0 0.001 25 1088 -13 1903.1546823795597 1890.224566435694 50 TCGA 1 100 100 0.0 0.001 25 1088 -14 1897.3011466842875 1889.1633135158213 50 TCGA 1 100 100 0.0 0.001 25 1088 -15 1893.8322721205195 1896.8630683937265 50 TCGA 1 100 100 0.0 0.001 25 1088 -16 1890.464978423844 1884.940007042046 50 TCGA 1 100 100 0.0 0.001 25 1088 -17 1886.6320354820616 1877.638627095438 50 TCGA 1 100 100 0.0 0.001 25 1088 -18 1883.371266152686 1875.515912079931 50 TCGA 1 100 100 0.0 0.001 25 1088 -19 1880.5770322261264 1877.1857560507617 50 TCGA 1 100 100 0.0 0.001 25 1088 -20 1878.5170719399225 1873.1248613673838 50 TCGA 1 100 100 0.0 0.001 25 1088 -21 1875.472200179289 1867.3790338410804 50 TCGA 1 100 100 0.0 0.001 25 1088 -22 1873.443378968382 1864.6299355665044 50 TCGA 1 100 100 0.0 0.001 25 1088 -23 1870.5634261483738 1864.565030351955 50 TCGA 1 100 100 0.0 0.001 25 1088 -24 1868.5537342097507 1862.1562634952104 50 TCGA 1 100 100 0.0 0.001 25 1088 -25 1866.476761744802 1858.9578783811637 50 TCGA 1 100 100 0.0 0.001 25 1088 -26 1864.4604940600714 1859.9956594495918 50 TCGA 1 100 100 0.0 0.001 25 1088 -27 1862.7599888914517 1856.2699348794756 50 TCGA 1 100 100 0.0 0.001 25 1088 -28 1861.425432724883 1856.6251472204774 50 TCGA 1 100 100 0.0 0.001 25 1088 -29 1859.0527379857415 1853.290055011385 50 TCGA 1 100 100 0.0 0.001 25 1088 -30 1858.4624542294237 1851.915667816622 50 TCGA 1 100 100 0.0 0.001 25 1088 -31 1856.9265503243073 1849.5529159469222 50 TCGA 1 100 100 0.0 0.001 25 1088 -32 1855.554782769073 1850.620847769119 50 TCGA 1 100 100 0.0 0.001 25 1088 -33 1854.228516374399 1848.3703104143765 50 TCGA 1 100 100 0.0 0.001 25 1088 -34 1853.5215985698085 1847.371972165515 50 TCGA 1 100 100 0.0 0.001 25 1088 -35 1852.2663787593133 1849.2723388671875 50 TCGA 1 100 100 0.0 0.001 25 1088 -36 1851.0542683133538 1845.6659990626963 50 TCGA 1 100 100 0.0 0.001 25 1088 -37 1850.389092451441 1844.6482412060302 50 TCGA 1 100 100 0.0 0.001 25 1088 -38 1849.731357918931 1845.3836958228644 50 TCGA 1 100 100 0.0 0.001 25 1088 -39 1848.8800815122843 1842.8824732794833 50 TCGA 1 100 100 0.0 0.001 25 1088 -40 1847.8840923102816 1841.7570150557474 50 TCGA 1 100 100 0.0 0.001 25 1088 -41 1846.9049407723946 1841.6016250687028 50 TCGA 1 100 100 0.0 0.001 25 1088 -42 1846.272031586276 1841.0586655199827 50 TCGA 1 100 100 0.0 0.001 25 1088 -43 1845.8361388431194 1840.0646715020414 50 TCGA 1 100 100 0.0 0.001 25 1088 -44 1845.098270280431 1839.5171922846655 50 TCGA 1 100 100 0.0 0.001 25 1088 -45 1844.3586288709328 1838.094586089628 50 TCGA 1 100 100 0.0 0.001 25 1088 -46 1843.8562190348262 1838.0968342690012 50 TCGA 1 100 100 0.0 0.001 25 1088 -47 1843.0491465242703 1837.682989532624 50 TCGA 1 100 100 0.0 0.001 25 1088 -48 1842.878727456983 1837.4265774674152 50 TCGA 1 100 100 0.0 0.001 25 1088 -49 1842.2360761769983 1836.830657192211 50 TCGA 1 100 100 0.0 0.001 25 1088 -50 1841.87425982525 1836.874108702693 50 TCGA 1 100 100 0.0 0.001 25 1088 -51 1841.378106463952 1835.739596419598 50 TCGA 1 100 100 0.0 0.001 25 1088 -52 1840.6871938908762 1835.4069124921482 50 TCGA 1 100 100 0.0 0.001 25 1088 -53 1840.6529401218615 1834.7896777589117 50 TCGA 1 100 100 0.0 0.001 25 1088 -54 1840.2446864873573 1834.73425170285 50 TCGA 1 100 100 0.0 0.001 25 1088 -55 1839.823242991401 1834.4220234473146 50 TCGA 1 100 100 0.0 0.001 25 1088 -56 1839.440005391314 1834.174683844025 50 TCGA 1 100 100 0.0 0.001 25 1088 -57 1839.2434774203577 1834.0055943781408 50 TCGA 1 100 100 0.0 0.001 25 1088 -58 1838.9855361054526 1833.533695086762 50 TCGA 1 100 100 0.0 0.001 25 1088 -59 1838.7089586637956 1833.1337767941268 50 TCGA 1 100 100 0.0 0.001 25 1088 -60 1838.3303768763865 1833.8710667595792 50 TCGA 1 100 100 0.0 0.001 25 1088 -61 1838.0770379079347 1832.664025081462 50 TCGA 1 100 100 0.0 0.001 25 1088 -62 1837.9177208487538 1832.9779807239322 50 TCGA 1 100 100 0.0 0.001 25 1088 -63 1837.6079968004199 1832.2611476572315 50 TCGA 1 100 100 0.0 0.001 25 1088 -64 1837.3000307471668 1832.3088348235317 50 TCGA 1 100 100 0.0 0.001 25 1088 -65 1837.0851715459185 1831.7395007262876 50 TCGA 1 100 100 0.0 0.001 25 1088 -66 1837.3143379900362 1831.6909860582207 50 TCGA 1 100 100 0.0 0.001 25 1088 -67 1836.8929202461604 1832.077445945548 50 TCGA 1 100 100 0.0 0.001 25 1088 -68 1836.5784250185525 1831.4097317642902 50 TCGA 1 100 100 0.0 0.001 25 1088 -69 1836.4000926502636 1831.4374098274577 50 TCGA 1 100 100 0.0 0.001 25 1088 -70 1836.3430275655721 1830.8729591561323 50 TCGA 1 100 100 0.0 0.001 25 1088 -71 1836.2133401555 1830.6599483010757 50 TCGA 1 100 100 0.0 0.001 25 1088 -72 1835.9936091374814 1830.5279117756752 50 TCGA 1 100 100 0.0 0.001 25 1088 -73 1835.7937194572148 1830.788257081305 50 TCGA 1 100 100 0.0 0.001 25 1088 -74 1835.6473177886326 1830.6614333876414 50 TCGA 1 100 100 0.0 0.001 25 1088 -75 1835.4967068811522 1829.887859095281 50 TCGA 1 100 100 0.0 0.001 25 1088 -76 1835.2229058271753 1829.9695406966473 50 TCGA 1 100 100 0.0 0.001 25 1088 -77 1835.3651992894934 1830.3927204381282 50 TCGA 1 100 100 0.0 0.001 25 1088 -78 1835.1835956166851 1830.1844138907427 50 TCGA 1 100 100 0.0 0.001 25 1088 -79 1834.9684455531797 1829.2473242678234 50 TCGA 1 100 100 0.0 0.001 25 1088 -80 1835.0276241479196 1830.434213916261 50 TCGA 1 100 100 0.0 0.001 25 1088 -81 1834.7520121912803 1829.5927231371702 50 TCGA 1 100 100 0.0 0.001 25 1088 -82 1834.8506223719253 1829.6819178902324 50 TCGA 1 100 100 0.0 0.001 25 1088 -83 1834.504579987107 1829.230671791575 50 TCGA 1 100 100 0.0 0.001 25 1088 -84 1834.5430924281143 1829.7398558956893 50 TCGA 1 100 100 0.0 0.001 25 1088 -85 1834.4916219352572 1830.0322351503612 50 TCGA 1 100 100 0.0 0.001 25 1088 -86 1834.4826071946027 1828.766247006517 50 TCGA 1 100 100 0.0 0.001 25 1088 -87 1834.1666178149242 1829.479052366324 50 TCGA 1 100 100 0.0 0.001 25 1088 -88 1834.0304767835592 1828.824472091905 50 TCGA 1 100 100 0.0 0.001 25 1088 -89 1834.0066709198022 1828.7199700897063 50 TCGA 1 100 100 0.0 0.001 25 1088 -90 1834.0624687023655 1829.0454647505103 50 TCGA 1 100 100 0.0 0.001 25 1088 -91 1834.0212709461157 1829.3983105223383 50 TCGA 1 100 100 0.0 0.001 25 1088 -92 1833.9070528108955 1828.4269393844222 50 TCGA 1 100 100 0.0 0.001 25 1088 -93 1833.7869921144677 1829.2678191985317 50 TCGA 1 100 100 0.0 0.001 25 1088 -94 1833.8040044839686 1829.1816878582365 50 TCGA 1 100 100 0.0 0.001 25 1088 -95 1833.6040900462785 1828.6943586339903 50 TCGA 1 100 100 0.0 0.001 25 1088 -96 1833.6397585991783 1827.993276318114 50 TCGA 1 100 100 0.0 0.001 25 1088 -97 1833.6099097712495 1828.3833277716708 50 TCGA 1 100 100 0.0 0.001 25 1088 -98 1833.5131691371587 1828.366485135639 50 TCGA 1 100 100 0.0 0.001 25 1088 -99 1833.3613298418054 1828.3772745563756 50 TCGA 1 100 100 0.0 0.001 25 1088 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index 9aa0f9edb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3425.625125899061 3217.240679716944 50 TCGA 1 100 100 1.0 0.001 25 7506 -1 2179.3416022900983 2212.49396273359 50 TCGA 1 100 100 1.0 0.001 25 7506 -2 2050.122662201592 2053.0685495347834 50 TCGA 1 100 100 1.0 0.001 25 7506 -3 2004.6509739436906 1977.3363147524733 50 TCGA 1 100 100 1.0 0.001 25 7506 -4 1981.7160059727387 1979.2836171825927 50 TCGA 1 100 100 1.0 0.001 25 7506 -5 1964.3795562243406 1983.476580289141 50 TCGA 1 100 100 1.0 0.001 25 7506 -6 1954.5020206254273 1938.247265993051 50 TCGA 1 100 100 1.0 0.001 25 7506 -7 1943.0579366086783 1931.0622264152796 50 TCGA 1 100 100 1.0 0.001 25 7506 -8 1931.5786041522056 1932.3618391027403 50 TCGA 1 100 100 1.0 0.001 25 7506 -9 1923.3806957607223 1913.0490299397377 50 TCGA 1 100 100 1.0 0.001 25 7506 -10 1918.5478733768286 1910.7441479860238 50 TCGA 1 100 100 1.0 0.001 25 7506 -11 1911.8600031055103 1909.1043737976995 50 TCGA 1 100 100 1.0 0.001 25 7506 -12 1906.7827210842013 1903.965347980135 50 TCGA 1 100 100 1.0 0.001 25 7506 -13 1901.022925837496 1896.020568540947 50 TCGA 1 100 100 1.0 0.001 25 7506 -14 1895.862260077811 1896.3408546639448 50 TCGA 1 100 100 1.0 0.001 25 7506 -15 1893.4501677346104 1887.781734600738 50 TCGA 1 100 100 1.0 0.001 25 7506 -16 1889.6846209582586 1883.539506001688 50 TCGA 1 100 100 1.0 0.001 25 7506 -17 1885.8943771190284 1885.39167455932 50 TCGA 1 100 100 1.0 0.001 25 7506 -18 1883.1484383584027 1880.057709813717 50 TCGA 1 100 100 1.0 0.001 25 7506 -19 1880.4820875067146 1872.888985331933 50 TCGA 1 100 100 1.0 0.001 25 7506 -20 1877.5012149259387 1877.6901039621937 50 TCGA 1 100 100 1.0 0.001 25 7506 -21 1874.1384948669154 1871.4624090913553 50 TCGA 1 100 100 1.0 0.001 25 7506 -22 1872.551120319062 1869.7836687097597 50 TCGA 1 100 100 1.0 0.001 25 7506 -23 1869.601858635302 1866.9515006673994 50 TCGA 1 100 100 1.0 0.001 25 7506 -24 1867.624727586588 1863.5875581520886 50 TCGA 1 100 100 1.0 0.001 25 7506 -25 1866.2227028898794 1863.0818214608198 50 TCGA 1 100 100 1.0 0.001 25 7506 -26 1863.74403181224 1861.4248868855998 50 TCGA 1 100 100 1.0 0.001 25 7506 -27 1861.9321327758748 1859.0226179726758 50 TCGA 1 100 100 1.0 0.001 25 7506 -28 1860.6809804860816 1858.5112188137955 50 TCGA 1 100 100 1.0 0.001 25 7506 -29 1859.1572007014158 1857.0762258558418 50 TCGA 1 100 100 1.0 0.001 25 7506 -30 1857.629692056347 1856.8781860964982 50 TCGA 1 100 100 1.0 0.001 25 7506 -31 1856.4693537159735 1855.2760672257773 50 TCGA 1 100 100 1.0 0.001 25 7506 -32 1854.9016784879163 1854.0452880859375 50 TCGA 1 100 100 1.0 0.001 25 7506 -33 1854.2082862483562 1852.6639674201083 50 TCGA 1 100 100 1.0 0.001 25 7506 -34 1852.6090416263717 1850.6473155572785 50 TCGA 1 100 100 1.0 0.001 25 7506 -35 1851.7676131968813 1849.421837581462 50 TCGA 1 100 100 1.0 0.001 25 7506 -36 1850.634231862033 1848.5670356175408 50 TCGA 1 100 100 1.0 0.001 25 7506 -37 1849.7150547263052 1848.2790926065877 50 TCGA 1 100 100 1.0 0.001 25 7506 -38 1848.7868295765998 1846.933428126963 50 TCGA 1 100 100 1.0 0.001 25 7506 -39 1848.1037185895468 1846.599270767902 50 TCGA 1 100 100 1.0 0.001 25 7506 -40 1847.1260833314439 1843.9770636630417 50 TCGA 1 100 100 1.0 0.001 25 7506 -41 1846.549038474535 1844.2758408742934 50 TCGA 1 100 100 1.0 0.001 25 7506 -42 1845.687198169264 1842.965260874686 50 TCGA 1 100 100 1.0 0.001 25 7506 -43 1844.8332798307742 1843.6325180590452 50 TCGA 1 100 100 1.0 0.001 25 7506 -44 1844.6615486336627 1841.7083580745525 50 TCGA 1 100 100 1.0 0.001 25 7506 -45 1843.6142788229276 1841.9743860906092 50 TCGA 1 100 100 1.0 0.001 25 7506 -46 1843.1411446470117 1841.001179604075 50 TCGA 1 100 100 1.0 0.001 25 7506 -47 1842.7979343234194 1841.385243478133 50 TCGA 1 100 100 1.0 0.001 25 7506 -48 1842.151699593722 1840.672128341905 50 TCGA 1 100 100 1.0 0.001 25 7506 -49 1841.682816405051 1839.7577131261778 50 TCGA 1 100 100 1.0 0.001 25 7506 -50 1841.4438946095145 1839.7193910224953 50 TCGA 1 100 100 1.0 0.001 25 7506 -51 1840.9306083480778 1838.801216163827 50 TCGA 1 100 100 1.0 0.001 25 7506 -52 1840.3613679249088 1838.2721517744974 50 TCGA 1 100 100 1.0 0.001 25 7506 -53 1839.9331422574367 1837.6583951250393 50 TCGA 1 100 100 1.0 0.001 25 7506 -54 1839.6879487947263 1838.6220979163395 50 TCGA 1 100 100 1.0 0.001 25 7506 -55 1839.506275455046 1837.539141017588 50 TCGA 1 100 100 1.0 0.001 25 7506 -56 1838.8907736807957 1836.7903715354114 50 TCGA 1 100 100 1.0 0.001 25 7506 -57 1838.4842314832458 1837.187706722087 50 TCGA 1 100 100 1.0 0.001 25 7506 -58 1838.5039832337332 1836.3343027392823 50 TCGA 1 100 100 1.0 0.001 25 7506 -59 1838.1572205400557 1836.0739684751884 50 TCGA 1 100 100 1.0 0.001 25 7506 -60 1837.8007092395521 1836.7587485768688 50 TCGA 1 100 100 1.0 0.001 25 7506 -61 1837.6184224825856 1835.7038598755496 50 TCGA 1 100 100 1.0 0.001 25 7506 -62 1837.3823289195266 1835.3734946706188 50 TCGA 1 100 100 1.0 0.001 25 7506 -63 1837.094229874354 1835.5306789072315 50 TCGA 1 100 100 1.0 0.001 25 7506 -64 1836.8776954525695 1835.071901867737 50 TCGA 1 100 100 1.0 0.001 25 7506 -65 1836.6942588175125 1834.5634679746388 50 TCGA 1 100 100 1.0 0.001 25 7506 -66 1836.4861189472529 1835.4193066160883 50 TCGA 1 100 100 1.0 0.001 25 7506 -67 1836.416409100442 1834.474099624097 50 TCGA 1 100 100 1.0 0.001 25 7506 -68 1836.1291744667767 1834.129563834799 50 TCGA 1 100 100 1.0 0.001 25 7506 -69 1835.8977191940803 1834.0283338077104 50 TCGA 1 100 100 1.0 0.001 25 7506 -70 1835.945892548585 1834.1375658811637 50 TCGA 1 100 100 1.0 0.001 25 7506 -71 1835.4303188347394 1833.264313510914 50 TCGA 1 100 100 1.0 0.001 25 7506 -72 1835.5126704596983 1833.2887263465766 50 TCGA 1 100 100 1.0 0.001 25 7506 -73 1835.3044598461568 1833.8200708130496 50 TCGA 1 100 100 1.0 0.001 25 7506 -74 1835.2967800579374 1833.1716811597048 50 TCGA 1 100 100 1.0 0.001 25 7506 -75 1834.8553421560416 1833.298140482687 50 TCGA 1 100 100 1.0 0.001 25 7506 -76 1834.8334583104063 1832.8952949562265 50 TCGA 1 100 100 1.0 0.001 25 7506 -77 1834.6456463014672 1832.7499705559046 50 TCGA 1 100 100 1.0 0.001 25 7506 -78 1834.618334516748 1833.4541948021356 50 TCGA 1 100 100 1.0 0.001 25 7506 -79 1834.4212879888153 1832.9439218799073 50 TCGA 1 100 100 1.0 0.001 25 7506 -80 1834.4995722293268 1832.3737750029445 50 TCGA 1 100 100 1.0 0.001 25 7506 -81 1834.527351502875 1833.4194703988694 50 TCGA 1 100 100 1.0 0.001 25 7506 -82 1834.2102130626326 1832.5382239566975 50 TCGA 1 100 100 1.0 0.001 25 7506 -83 1834.3496266520574 1832.643679211487 50 TCGA 1 100 100 1.0 0.001 25 7506 -84 1834.2530219998525 1832.587528707993 50 TCGA 1 100 100 1.0 0.001 25 7506 -85 1834.021378409957 1832.075590967533 50 TCGA 1 100 100 1.0 0.001 25 7506 -86 1833.6870974227645 1831.7096714038944 50 TCGA 1 100 100 1.0 0.001 25 7506 -87 1833.9044916779085 1832.251404115303 50 TCGA 1 100 100 1.0 0.001 25 7506 -88 1833.7395473530894 1832.0322271759187 50 TCGA 1 100 100 1.0 0.001 25 7506 -89 1833.6812588538105 1832.4019720182946 50 TCGA 1 100 100 1.0 0.001 25 7506 -90 1833.5300419821592 1831.435147539455 50 TCGA 1 100 100 1.0 0.001 25 7506 -91 1833.3427115916302 1832.2347461182867 50 TCGA 1 100 100 1.0 0.001 25 7506 -92 1833.7368534129437 1831.6789164327497 50 TCGA 1 100 100 1.0 0.001 25 7506 -93 1833.3525333806917 1831.5274510982647 50 TCGA 1 100 100 1.0 0.001 25 7506 -94 1833.3950542624953 1831.4127595987752 50 TCGA 1 100 100 1.0 0.001 25 7506 -95 1833.2456259750365 1831.73298315307 50 TCGA 1 100 100 1.0 0.001 25 7506 -96 1833.1392461327732 1831.867893544873 50 TCGA 1 100 100 1.0 0.001 25 7506 -97 1833.2804546967218 1831.6727221311637 50 TCGA 1 100 100 1.0 0.001 25 7506 -98 1833.1721345646224 1831.303541633951 50 TCGA 1 100 100 1.0 0.001 25 7506 -99 1833.111403991447 1831.3676806885992 50 TCGA 1 100 100 1.0 0.001 25 7506 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 7c9e1e20e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3449.1268566568883 2872.640039798602 50 TCGA 1 50 100 0.5 0.001 25 5306 -1 2194.687822541404 2193.844250549623 50 TCGA 1 50 100 0.5 0.001 25 5306 -2 2039.115266680917 2029.960374381674 50 TCGA 1 50 100 0.5 0.001 25 5306 -3 2005.4747258725076 1994.5644384029522 50 TCGA 1 50 100 0.5 0.001 25 5306 -4 1981.5008417796525 1972.5849670716866 50 TCGA 1 50 100 0.5 0.001 25 5306 -5 1961.3451809845328 1967.0548187715924 50 TCGA 1 50 100 0.5 0.001 25 5306 -6 1951.319582557955 1949.587313398045 50 TCGA 1 50 100 0.5 0.001 25 5306 -7 1940.181827661408 1941.5487808917635 50 TCGA 1 50 100 0.5 0.001 25 5306 -8 1933.0645396465409 1930.454709460388 50 TCGA 1 50 100 0.5 0.001 25 5306 -9 1924.7062871238725 1929.5610658271828 50 TCGA 1 50 100 0.5 0.001 25 5306 -10 1920.188823220932 1918.3864163346027 50 TCGA 1 50 100 0.5 0.001 25 5306 -11 1912.50228655313 1912.745061979821 50 TCGA 1 50 100 0.5 0.001 25 5306 -12 1905.5432341190597 1906.0750726287688 50 TCGA 1 50 100 0.5 0.001 25 5306 -13 1902.4931164824652 1898.310696549152 50 TCGA 1 50 100 0.5 0.001 25 5306 -14 1898.0996929534458 1894.3645774036197 50 TCGA 1 50 100 0.5 0.001 25 5306 -15 1893.365472220672 1897.0241809634108 50 TCGA 1 50 100 0.5 0.001 25 5306 -16 1889.9650400789578 1887.3656472057553 50 TCGA 1 50 100 0.5 0.001 25 5306 -17 1887.2398659431158 1886.116629902442 50 TCGA 1 50 100 0.5 0.001 25 5306 -18 1883.6452295537745 1884.420823600424 50 TCGA 1 50 100 0.5 0.001 25 5306 -19 1880.00057044265 1882.477373439463 50 TCGA 1 50 100 0.5 0.001 25 5306 -20 1877.4921855243113 1877.0883169509657 50 TCGA 1 50 100 0.5 0.001 25 5306 -21 1875.4626544961334 1872.839307008676 50 TCGA 1 50 100 0.5 0.001 25 5306 -22 1872.535133713523 1871.6105061440012 50 TCGA 1 50 100 0.5 0.001 25 5306 -23 1871.1674247407025 1868.5167561440012 50 TCGA 1 50 100 0.5 0.001 25 5306 -24 1867.998255276097 1867.8616593710742 50 TCGA 1 50 100 0.5 0.001 25 5306 -25 1866.3968011664683 1867.6591318408448 50 TCGA 1 50 100 0.5 0.001 25 5306 -26 1863.7882746498371 1863.7484419166144 50 TCGA 1 50 100 0.5 0.001 25 5306 -27 1862.5569681533148 1864.619062107412 50 TCGA 1 50 100 0.5 0.001 25 5306 -28 1860.82120830452 1859.250377865892 50 TCGA 1 50 100 0.5 0.001 25 5306 -29 1858.9792626260953 1857.8122767156092 50 TCGA 1 50 100 0.5 0.001 25 5306 -30 1858.06907815781 1857.149585206305 50 TCGA 1 50 100 0.5 0.001 25 5306 -31 1856.4522556015818 1856.3903998753533 50 TCGA 1 50 100 0.5 0.001 25 5306 -32 1855.0434481883397 1853.3316957099953 50 TCGA 1 50 100 0.5 0.001 25 5306 -33 1853.935507783614 1853.1227683829302 50 TCGA 1 50 100 0.5 0.001 25 5306 -34 1852.6023671094536 1852.8718862869032 50 TCGA 1 50 100 0.5 0.001 25 5306 -35 1851.6734158192007 1850.6260716423917 50 TCGA 1 50 100 0.5 0.001 25 5306 -36 1850.326717015209 1850.045745082836 50 TCGA 1 50 100 0.5 0.001 25 5306 -37 1849.5663234345786 1848.5584864017353 50 TCGA 1 50 100 0.5 0.001 25 5306 -38 1848.6497210300265 1849.147287953439 50 TCGA 1 50 100 0.5 0.001 25 5306 -39 1847.76092494552 1847.965347980135 50 TCGA 1 50 100 0.5 0.001 25 5306 -40 1847.0764090939017 1846.2718861642195 50 TCGA 1 50 100 0.5 0.001 25 5306 -41 1846.3956989774163 1846.6648262062265 50 TCGA 1 50 100 0.5 0.001 25 5306 -42 1845.7597294222073 1847.2360208022535 50 TCGA 1 50 100 0.5 0.001 25 5306 -43 1844.8265963891931 1844.3383979222283 50 TCGA 1 50 100 0.5 0.001 25 5306 -44 1844.2574322548599 1844.174148942957 50 TCGA 1 50 100 0.5 0.001 25 5306 -45 1843.6003544685336 1843.437964971341 50 TCGA 1 50 100 0.5 0.001 25 5306 -46 1843.0402750959886 1842.8720138779836 50 TCGA 1 50 100 0.5 0.001 25 5306 -47 1842.5313182498264 1842.758320410647 50 TCGA 1 50 100 0.5 0.001 25 5306 -48 1842.127218875572 1842.1411783036276 50 TCGA 1 50 100 0.5 0.001 25 5306 -49 1841.6312282837746 1841.37412833209 50 TCGA 1 50 100 0.5 0.001 25 5306 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 77096ac8d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3442.2616396952 3231.2816609904994 50 TCGA 1 50 100 0.0 0.001 25 6737 -1 2186.0747277964197 2170.077206098854 50 TCGA 1 50 100 0.0 0.001 25 6737 -2 2047.422154539517 2026.5366137327262 50 TCGA 1 50 100 0.0 0.001 25 6737 -3 2006.186752603767 1995.180815576908 50 TCGA 1 50 100 0.0 0.001 25 6737 -4 1982.1281996892092 1972.5853952379082 50 TCGA 1 50 100 0.0 0.001 25 6737 -5 1966.4923565917043 1962.4323331746623 50 TCGA 1 50 100 0.0 0.001 25 6737 -6 1952.9009604817563 1938.6864596419598 50 TCGA 1 50 100 0.0 0.001 25 6737 -7 1938.708747769243 1940.395582649576 50 TCGA 1 50 100 0.0 0.001 25 6737 -8 1931.5723064604422 1939.6180174554413 50 TCGA 1 50 100 0.0 0.001 25 6737 -9 1924.5015081726476 1920.4162352288788 50 TCGA 1 50 100 0.0 0.001 25 6737 -10 1916.7936966891054 1911.554071014251 50 TCGA 1 50 100 0.0 0.001 25 6737 -11 1912.6276715126724 1911.148950931415 50 TCGA 1 50 100 0.0 0.001 25 6737 -12 1907.14931035928 1905.1167237554962 50 TCGA 1 50 100 0.0 0.001 25 6737 -13 1903.3746349063485 1899.5383484806846 50 TCGA 1 50 100 0.0 0.001 25 6737 -14 1898.8733532430072 1896.028345462665 50 TCGA 1 50 100 0.0 0.001 25 6737 -15 1893.0611946011431 1892.2617236573492 50 TCGA 1 50 100 0.0 0.001 25 6737 -16 1890.0081384750147 1884.820118046286 50 TCGA 1 50 100 0.0 0.001 25 6737 -17 1886.6791916157547 1885.1164955637562 50 TCGA 1 50 100 0.0 0.001 25 6737 -18 1883.4874212940113 1880.6769565601444 50 TCGA 1 50 100 0.0 0.001 25 6737 -19 1879.6270737373904 1879.5782170127984 50 TCGA 1 50 100 0.0 0.001 25 6737 -20 1877.7064953614645 1874.16872632204 50 TCGA 1 50 100 0.0 0.001 25 6737 -21 1874.5710449900023 1873.240777863929 50 TCGA 1 50 100 0.0 0.001 25 6737 -22 1872.5929127167426 1872.6624216050957 50 TCGA 1 50 100 0.0 0.001 25 6737 -23 1870.2102899373622 1868.7377978760992 50 TCGA 1 50 100 0.0 0.001 25 6737 -24 1868.597395895102 1866.353321171286 50 TCGA 1 50 100 0.0 0.001 25 6737 -25 1865.7486787683824 1863.5525589372644 50 TCGA 1 50 100 0.0 0.001 25 6737 -26 1864.7074838325984 1861.867673940994 50 TCGA 1 50 100 0.0 0.001 25 6737 -27 1862.0683113725765 1859.5941720320352 50 TCGA 1 50 100 0.0 0.001 25 6737 -28 1860.7652657380365 1859.6203699159862 50 TCGA 1 50 100 0.0 0.001 25 6737 -29 1859.1729900923435 1857.4083000451476 50 TCGA 1 50 100 0.0 0.001 25 6737 -30 1857.6681661144912 1856.6823025037295 50 TCGA 1 50 100 0.0 0.001 25 6737 -31 1856.116210528737 1855.4802295167242 50 TCGA 1 50 100 0.0 0.001 25 6737 -32 1855.2420409720237 1854.0680379436244 50 TCGA 1 50 100 0.0 0.001 25 6737 -33 1854.2165894549344 1852.1103558564305 50 TCGA 1 50 100 0.0 0.001 25 6737 -34 1853.0613661726773 1851.8088452516488 50 TCGA 1 50 100 0.0 0.001 25 6737 -35 1851.9210099753477 1849.6965019187735 50 TCGA 1 50 100 0.0 0.001 25 6737 -36 1850.283126795288 1850.7109718514448 50 TCGA 1 50 100 0.0 0.001 25 6737 -37 1849.5170309273497 1847.8284918243562 50 TCGA 1 50 100 0.0 0.001 25 6737 -38 1849.0117928315146 1849.065380000589 50 TCGA 1 50 100 0.0 0.001 25 6737 -39 1848.0210681450742 1848.5542783497565 50 TCGA 1 50 100 0.0 0.001 25 6737 -40 1847.144052642812 1848.4440102121937 50 TCGA 1 50 100 0.0 0.001 25 6737 -41 1846.1834144392162 1847.4216259520258 50 TCGA 1 50 100 0.0 0.001 25 6737 -42 1845.9166923188275 1845.15023543008 50 TCGA 1 50 100 0.0 0.001 25 6737 -43 1845.112612567931 1845.325968833425 50 TCGA 1 50 100 0.0 0.001 25 6737 -44 1844.3996874569436 1843.1931373174466 50 TCGA 1 50 100 0.0 0.001 25 6737 -45 1843.9629722005063 1842.9508522838803 50 TCGA 1 50 100 0.0 0.001 25 6737 -46 1843.333773003557 1844.3001831668107 50 TCGA 1 50 100 0.0 0.001 25 6737 -47 1842.6755429274376 1841.8746282682946 50 TCGA 1 50 100 0.0 0.001 25 6737 -48 1842.1213487637258 1840.968210191583 50 TCGA 1 50 100 0.0 0.001 25 6737 -49 1841.8771798931896 1841.001290019433 50 TCGA 1 50 100 0.0 0.001 25 6737 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index 703af29fc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.001lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3462.2411261600155 2479.8655987456814 50 TCGA 1 50 100 1.0 0.001 25 4753 -1 2195.34724454372 2187.0248925290516 50 TCGA 1 50 100 1.0 0.001 25 4753 -2 2049.652811238829 2145.5061341865576 50 TCGA 1 50 100 1.0 0.001 25 4753 -3 2006.4709082423662 2004.3979019855135 50 TCGA 1 50 100 1.0 0.001 25 4753 -4 1985.811639417241 1971.404163149733 50 TCGA 1 50 100 1.0 0.001 25 4753 -5 1965.5737593819326 1954.2955469486103 50 TCGA 1 50 100 1.0 0.001 25 4753 -6 1953.4442009911472 1943.6150748861494 50 TCGA 1 50 100 1.0 0.001 25 4753 -7 1941.9444151421799 1942.113812470556 50 TCGA 1 50 100 1.0 0.001 25 4753 -8 1934.5601283423748 1922.1649826279836 50 TCGA 1 50 100 1.0 0.001 25 4753 -9 1925.9350477887765 1922.8053837301743 50 TCGA 1 50 100 1.0 0.001 25 4753 -10 1918.4641442744378 1918.1410126805904 50 TCGA 1 50 100 1.0 0.001 25 4753 -11 1913.0829380502498 1904.4867139653345 50 TCGA 1 50 100 1.0 0.001 25 4753 -12 1907.2973391642222 1898.5131946352858 50 TCGA 1 50 100 1.0 0.001 25 4753 -13 1903.5458994730334 1901.419966654562 50 TCGA 1 50 100 1.0 0.001 25 4753 -14 1898.0450638793304 1892.4439059310223 50 TCGA 1 50 100 1.0 0.001 25 4753 -15 1894.7161710040618 1887.220831329499 50 TCGA 1 50 100 1.0 0.001 25 4753 -16 1891.2915388010006 1884.1201558328753 50 TCGA 1 50 100 1.0 0.001 25 4753 -17 1886.328293900948 1881.3663139918342 50 TCGA 1 50 100 1.0 0.001 25 4753 -18 1884.0568190910067 1883.458047071294 50 TCGA 1 50 100 1.0 0.001 25 4753 -19 1880.3422821995296 1877.788219662767 50 TCGA 1 50 100 1.0 0.001 25 4753 -20 1877.71442878724 1876.104809324945 50 TCGA 1 50 100 1.0 0.001 25 4753 -21 1875.514739060298 1871.862473991049 50 TCGA 1 50 100 1.0 0.001 25 4753 -22 1872.9825976295442 1870.415085068899 50 TCGA 1 50 100 1.0 0.001 25 4753 -23 1870.8244786280077 1865.267114993915 50 TCGA 1 50 100 1.0 0.001 25 4753 -24 1868.9686666259356 1866.3291218053157 50 TCGA 1 50 100 1.0 0.001 25 4753 -25 1866.8859821723659 1863.5803191985317 50 TCGA 1 50 100 1.0 0.001 25 4753 -26 1865.1568450501939 1860.4005218965924 50 TCGA 1 50 100 1.0 0.001 25 4753 -27 1862.7314105948801 1858.6591324542635 50 TCGA 1 50 100 1.0 0.001 25 4753 -28 1861.2044451415825 1857.309267283684 50 TCGA 1 50 100 1.0 0.001 25 4753 -29 1859.5859222395077 1857.1055405199827 50 TCGA 1 50 100 1.0 0.001 25 4753 -30 1858.0276391222776 1855.2237002885522 50 TCGA 1 50 100 1.0 0.001 25 4753 -31 1856.6163562800632 1853.095129578557 50 TCGA 1 50 100 1.0 0.001 25 4753 -32 1855.850518573327 1852.603161069017 50 TCGA 1 50 100 1.0 0.001 25 4753 -33 1854.7850219985446 1851.7127096664965 50 TCGA 1 50 100 1.0 0.001 25 4753 -34 1853.4611193859919 1850.746662389094 50 TCGA 1 50 100 1.0 0.001 25 4753 -35 1851.905345883962 1848.8608600865657 50 TCGA 1 50 100 1.0 0.001 25 4753 -36 1851.4877871643127 1847.7692527579302 50 TCGA 1 50 100 1.0 0.001 25 4753 -37 1850.0659869407248 1846.68385383951 50 TCGA 1 50 100 1.0 0.001 25 4753 -38 1849.1393338806035 1845.40699837076 50 TCGA 1 50 100 1.0 0.001 25 4753 -39 1848.4649883704149 1845.5465087890625 50 TCGA 1 50 100 1.0 0.001 25 4753 -40 1847.252323137435 1845.0460812362594 50 TCGA 1 50 100 1.0 0.001 25 4753 -41 1846.7765853444118 1843.4537316710505 50 TCGA 1 50 100 1.0 0.001 25 4753 -42 1846.2488223396383 1843.0290429196766 50 TCGA 1 50 100 1.0 0.001 25 4753 -43 1845.4391019156715 1843.6900720644237 50 TCGA 1 50 100 1.0 0.001 25 4753 -44 1844.5815051581553 1842.2037476199357 50 TCGA 1 50 100 1.0 0.001 25 4753 -45 1844.1243959297651 1840.8603049426822 50 TCGA 1 50 100 1.0 0.001 25 4753 -46 1843.495983915332 1840.704967709642 50 TCGA 1 50 100 1.0 0.001 25 4753 -47 1842.9000087993088 1839.9790204685537 50 TCGA 1 50 100 1.0 0.001 25 4753 -48 1842.720627013295 1839.1391822393216 50 TCGA 1 50 100 1.0 0.001 25 4753 -49 1841.9393825997251 1839.183964254868 50 TCGA 1 50 100 1.0 0.001 25 4753 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index bc2a6f78f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3187.1014845079844 4122.14051090413 100 TCGA 1 100 100 0.5 0.0025 25 4927 -1 2104.1590154192013 2656.3049561773714 100 TCGA 1 100 100 0.5 0.0025 25 4927 -2 2018.1637459265387 2238.1135106685774 100 TCGA 1 100 100 0.5 0.0025 25 4927 -3 1984.7269503617608 1980.7521604605056 100 TCGA 1 100 100 0.5 0.0025 25 4927 -4 1966.2047482667351 1984.9772973755496 100 TCGA 1 100 100 0.5 0.0025 25 4927 -5 1950.6993715184276 1951.1293166270807 100 TCGA 1 100 100 0.5 0.0025 25 4927 -6 1940.7894652271154 1947.833570930826 100 TCGA 1 100 100 0.5 0.0025 25 4927 -7 1930.4625205308123 1943.0187074287453 100 TCGA 1 100 100 0.5 0.0025 25 4927 -8 1922.2777833475548 1923.5218628543107 100 TCGA 1 100 100 0.5 0.0025 25 4927 -9 1915.096245908008 1928.681744292753 100 TCGA 1 100 100 0.5 0.0025 25 4927 -10 1909.3724016150616 1909.4557007449357 100 TCGA 1 100 100 0.5 0.0025 25 4927 -11 1904.9318137225835 1900.1134996270414 100 TCGA 1 100 100 0.5 0.0025 25 4927 -12 1900.3018270161072 1902.8335770650126 100 TCGA 1 100 100 0.5 0.0025 25 4927 -13 1894.5336806149019 1898.9398886522456 100 TCGA 1 100 100 0.5 0.0025 25 4927 -14 1891.3771091090314 1892.2808163130103 100 TCGA 1 100 100 0.5 0.0025 25 4927 -15 1888.0751039403026 1888.9459903276147 100 TCGA 1 100 100 0.5 0.0025 25 4927 -16 1884.2712151771918 1888.6234664533606 100 TCGA 1 100 100 0.5 0.0025 25 4927 -17 1881.8946662099784 1885.7635111593122 100 TCGA 1 100 100 0.5 0.0025 25 4927 -18 1879.066124380533 1880.5970845438128 100 TCGA 1 100 100 0.5 0.0025 25 4927 -19 1876.8392368047973 1880.1983765261857 100 TCGA 1 100 100 0.5 0.0025 25 4927 -20 1874.7923809485399 1877.5691335093436 100 TCGA 1 100 100 0.5 0.0025 25 4927 -21 1872.4772761868958 1876.4296273849718 100 TCGA 1 100 100 0.5 0.0025 25 4927 -22 1870.7003108153506 1872.024287698257 100 TCGA 1 100 100 0.5 0.0025 25 4927 -23 1869.061605939536 1871.637256718161 100 TCGA 1 100 100 0.5 0.0025 25 4927 -24 1866.7566087605471 1868.8961899340452 100 TCGA 1 100 100 0.5 0.0025 25 4927 -25 1865.4475862588424 1870.9394936106312 100 TCGA 1 100 100 0.5 0.0025 25 4927 -26 1864.6837299226424 1866.0684348254947 100 TCGA 1 100 100 0.5 0.0025 25 4927 -27 1862.8166296118297 1865.4383256615106 100 TCGA 1 100 100 0.5 0.0025 25 4927 -28 1861.3230841732782 1864.547459587979 100 TCGA 1 100 100 0.5 0.0025 25 4927 -29 1860.307867650329 1863.272368311283 100 TCGA 1 100 100 0.5 0.0025 25 4927 -30 1858.7888296003625 1860.5311316101995 100 TCGA 1 100 100 0.5 0.0025 25 4927 -31 1857.7203402386697 1862.2626787501963 100 TCGA 1 100 100 0.5 0.0025 25 4927 -32 1856.3830980483356 1859.67987459269 100 TCGA 1 100 100 0.5 0.0025 25 4927 -33 1855.7954512369502 1858.022639442329 100 TCGA 1 100 100 0.5 0.0025 25 4927 -34 1855.0748051344144 1856.8837044107256 100 TCGA 1 100 100 0.5 0.0025 25 4927 -35 1853.5573979269275 1857.1583460515467 100 TCGA 1 100 100 0.5 0.0025 25 4927 -36 1853.008684364623 1854.9953693025675 100 TCGA 1 100 100 0.5 0.0025 25 4927 -37 1852.051713298189 1855.2394013524654 100 TCGA 1 100 100 0.5 0.0025 25 4927 -38 1851.021793522597 1854.3727898525833 100 TCGA 1 100 100 0.5 0.0025 25 4927 -39 1850.7444397715242 1853.692343553706 100 TCGA 1 100 100 0.5 0.0025 25 4927 -40 1849.713881848473 1852.3891331658292 100 TCGA 1 100 100 0.5 0.0025 25 4927 -41 1849.221212048791 1851.6023495161353 100 TCGA 1 100 100 0.5 0.0025 25 4927 -42 1848.471125772508 1851.3180201544833 100 TCGA 1 100 100 0.5 0.0025 25 4927 -43 1847.7088024208808 1850.6094032172582 100 TCGA 1 100 100 0.5 0.0025 25 4927 -44 1847.2349599946197 1849.3310418057083 100 TCGA 1 100 100 0.5 0.0025 25 4927 -45 1847.038587885066 1849.8316754671796 100 TCGA 1 100 100 0.5 0.0025 25 4927 -46 1846.0480524696054 1850.3080631428627 100 TCGA 1 100 100 0.5 0.0025 25 4927 -47 1846.108033480103 1848.7642681179334 100 TCGA 1 100 100 0.5 0.0025 25 4927 -48 1845.2776005759092 1848.1309121290044 100 TCGA 1 100 100 0.5 0.0025 25 4927 -49 1844.6929893761903 1847.396457997998 100 TCGA 1 100 100 0.5 0.0025 25 4927 -50 1844.0714705261032 1847.3522550496623 100 TCGA 1 100 100 0.5 0.0025 25 4927 -51 1843.8170655577667 1846.5382147554178 100 TCGA 1 100 100 0.5 0.0025 25 4927 -52 1843.573731953923 1846.9989068879554 100 TCGA 1 100 100 0.5 0.0025 25 4927 -53 1842.93852089968 1845.7243002119974 100 TCGA 1 100 100 0.5 0.0025 25 4927 -54 1842.6884139399801 1844.719929604075 100 TCGA 1 100 100 0.5 0.0025 25 4927 -55 1842.0725013996052 1844.7034041054883 100 TCGA 1 100 100 0.5 0.0025 25 4927 -56 1841.6703919526628 1844.5596512837626 100 TCGA 1 100 100 0.5 0.0025 25 4927 -57 1841.1272991294106 1844.6464144452732 100 TCGA 1 100 100 0.5 0.0025 25 4927 -58 1840.8823943216362 1843.697456398202 100 TCGA 1 100 100 0.5 0.0025 25 4927 -59 1840.834946712541 1844.1120636139683 100 TCGA 1 100 100 0.5 0.0025 25 4927 -60 1840.5765633747533 1844.0399936695194 100 TCGA 1 100 100 0.5 0.0025 25 4927 -61 1840.3979582932927 1842.938576549741 100 TCGA 1 100 100 0.5 0.0025 25 4927 -62 1839.6897677500235 1842.470020390036 100 TCGA 1 100 100 0.5 0.0025 25 4927 -63 1839.6170601566423 1842.1278873616127 100 TCGA 1 100 100 0.5 0.0025 25 4927 -64 1839.1133170304042 1842.1685091718357 100 TCGA 1 100 100 0.5 0.0025 25 4927 -65 1838.9290991535222 1841.9336017244425 100 TCGA 1 100 100 0.5 0.0025 25 4927 -66 1838.6005088720142 1841.3609017990343 100 TCGA 1 100 100 0.5 0.0025 25 4927 -67 1838.6235986371726 1841.550720521553 100 TCGA 1 100 100 0.5 0.0025 25 4927 -68 1838.2595625241988 1840.9433477200455 100 TCGA 1 100 100 0.5 0.0025 25 4927 -69 1838.018929468839 1840.7256460525282 100 TCGA 1 100 100 0.5 0.0025 25 4927 -70 1837.7612054388176 1841.059974555394 100 TCGA 1 100 100 0.5 0.0025 25 4927 -71 1837.486284005827 1840.667443050212 100 TCGA 1 100 100 0.5 0.0025 25 4927 -72 1837.2501516783925 1841.3133422238143 100 TCGA 1 100 100 0.5 0.0025 25 4927 -73 1837.1512258644416 1840.1551587282113 100 TCGA 1 100 100 0.5 0.0025 25 4927 -74 1836.9886298296187 1840.0922127728486 100 TCGA 1 100 100 0.5 0.0025 25 4927 -75 1836.772402184605 1839.428511576437 100 TCGA 1 100 100 0.5 0.0025 25 4927 -76 1836.4249796790195 1839.4434992344536 100 TCGA 1 100 100 0.5 0.0025 25 4927 -77 1836.496965805379 1839.216725718436 100 TCGA 1 100 100 0.5 0.0025 25 4927 -78 1835.951102180877 1838.7405447648398 100 TCGA 1 100 100 0.5 0.0025 25 4927 -79 1835.9353720333604 1838.860593862869 100 TCGA 1 100 100 0.5 0.0025 25 4927 -80 1835.766379522338 1838.8616287001414 100 TCGA 1 100 100 0.5 0.0025 25 4927 -81 1835.743778052055 1838.6693967886306 100 TCGA 1 100 100 0.5 0.0025 25 4927 -82 1835.3635276660734 1838.4714110101288 100 TCGA 1 100 100 0.5 0.0025 25 4927 -83 1835.4296617342939 1838.5654554510836 100 TCGA 1 100 100 0.5 0.0025 25 4927 -84 1835.2193121038813 1838.1148098892902 100 TCGA 1 100 100 0.5 0.0025 25 4927 -85 1835.0217062652823 1837.9164940915516 100 TCGA 1 100 100 0.5 0.0025 25 4927 -86 1834.9652894926278 1838.130018378023 100 TCGA 1 100 100 0.5 0.0025 25 4927 -87 1834.7402527965942 1838.100710461487 100 TCGA 1 100 100 0.5 0.0025 25 4927 -88 1834.660331813788 1837.7921498360945 100 TCGA 1 100 100 0.5 0.0025 25 4927 -89 1834.4866332667177 1837.5428755103644 100 TCGA 1 100 100 0.5 0.0025 25 4927 -90 1834.5553431970252 1837.9227331726995 100 TCGA 1 100 100 0.5 0.0025 25 4927 -91 1834.400878374858 1836.9582568604742 100 TCGA 1 100 100 0.5 0.0025 25 4927 -92 1834.101807008512 1837.179197378494 100 TCGA 1 100 100 0.5 0.0025 25 4927 -93 1834.1893333573869 1836.66015625 100 TCGA 1 100 100 0.5 0.0025 25 4927 -94 1833.9748952230952 1836.6191001393688 100 TCGA 1 100 100 0.5 0.0025 25 4927 -95 1833.8697665504399 1836.963024350267 100 TCGA 1 100 100 0.5 0.0025 25 4927 -96 1833.6711606863341 1836.4494696382303 100 TCGA 1 100 100 0.5 0.0025 25 4927 -97 1833.8071964475537 1836.4976855714117 100 TCGA 1 100 100 0.5 0.0025 25 4927 -98 1833.5647120628523 1836.1874926389762 100 TCGA 1 100 100 0.5 0.0025 25 4927 -99 1833.4326074316853 1836.2030151980607 100 TCGA 1 100 100 0.5 0.0025 25 4927 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index 8eb7c0900..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3199.3114156330225 3327.592899801743 100 TCGA 1 100 100 0.0 0.0025 25 8632 -1 2097.722564768799 2488.642380604193 100 TCGA 1 100 100 0.0 0.0025 25 8632 -2 2015.5511111627666 2225.6030052606784 100 TCGA 1 100 100 0.0 0.0025 25 8632 -3 1981.863222905868 2027.7724811803157 100 TCGA 1 100 100 0.0 0.0025 25 8632 -4 1962.358628911809 1988.7424463626728 100 TCGA 1 100 100 0.0 0.0025 25 8632 -5 1948.8802782363798 1948.2585633244346 100 TCGA 1 100 100 0.0 0.0025 25 8632 -6 1936.5658184349145 1928.1618094132773 100 TCGA 1 100 100 0.0 0.0025 25 8632 -7 1928.0773363186852 1930.3476660646984 100 TCGA 1 100 100 0.0 0.0025 25 8632 -8 1921.1768061964356 1927.057672395179 100 TCGA 1 100 100 0.0 0.0025 25 8632 -9 1914.4478596124097 1915.4786726601758 100 TCGA 1 100 100 0.0 0.0025 25 8632 -10 1908.8013149312144 1907.8991472253847 100 TCGA 1 100 100 0.0 0.0025 25 8632 -11 1905.0083231133453 1899.122387449945 100 TCGA 1 100 100 0.0 0.0025 25 8632 -12 1900.131140004552 1899.7699630967336 100 TCGA 1 100 100 0.0 0.0025 25 8632 -13 1895.3192972821282 1893.7744643628298 100 TCGA 1 100 100 0.0 0.0025 25 8632 -14 1891.473278646451 1886.682880957522 100 TCGA 1 100 100 0.0 0.0025 25 8632 -15 1888.355907339272 1883.8417858334642 100 TCGA 1 100 100 0.0 0.0025 25 8632 -16 1884.4581046212477 1879.22960628337 100 TCGA 1 100 100 0.0 0.0025 25 8632 -17 1881.962062716045 1879.319016959799 100 TCGA 1 100 100 0.0 0.0025 25 8632 -18 1880.3397540401063 1874.7747361072943 100 TCGA 1 100 100 0.0 0.0025 25 8632 -19 1877.7131560758123 1874.0016353741364 100 TCGA 1 100 100 0.0 0.0025 25 8632 -20 1875.1930173219666 1871.1830220438128 100 TCGA 1 100 100 0.0 0.0025 25 8632 -21 1873.0977359179449 1871.242077084642 100 TCGA 1 100 100 0.0 0.0025 25 8632 -22 1870.914588169456 1867.5003024153973 100 TCGA 1 100 100 0.0 0.0025 25 8632 -23 1869.30926804575 1865.9337464912453 100 TCGA 1 100 100 0.0 0.0025 25 8632 -24 1866.9538627630473 1866.807552778541 100 TCGA 1 100 100 0.0 0.0025 25 8632 -25 1865.8334078690293 1864.8090341845948 100 TCGA 1 100 100 0.0 0.0025 25 8632 -26 1864.374075827315 1861.9492942004947 100 TCGA 1 100 100 0.0 0.0025 25 8632 -27 1862.9780982369118 1859.5916005810302 100 TCGA 1 100 100 0.0 0.0025 25 8632 -28 1861.4214810340422 1859.0114789033055 100 TCGA 1 100 100 0.0 0.0025 25 8632 -29 1860.3574788702135 1856.946497624843 100 TCGA 1 100 100 0.0 0.0025 25 8632 -30 1859.290597037873 1857.9395482048917 100 TCGA 1 100 100 0.0 0.0025 25 8632 -31 1857.8960084520236 1855.3320619209328 100 TCGA 1 100 100 0.0 0.0025 25 8632 -32 1857.4293585410142 1857.1465739341238 100 TCGA 1 100 100 0.0 0.0025 25 8632 -33 1856.38883990392 1854.8543596890704 100 TCGA 1 100 100 0.0 0.0025 25 8632 -34 1854.7591571401226 1851.7304908330716 100 TCGA 1 100 100 0.0 0.0025 25 8632 -35 1853.9093350175103 1851.264204935812 100 TCGA 1 100 100 0.0 0.0025 25 8632 -36 1853.5114531493077 1850.417346743483 100 TCGA 1 100 100 0.0 0.0025 25 8632 -37 1852.5673043299685 1850.8256099835114 100 TCGA 1 100 100 0.0 0.0025 25 8632 -38 1851.7840093558807 1849.6706138112438 100 TCGA 1 100 100 0.0 0.0025 25 8632 -39 1851.1026586529824 1848.899873513073 100 TCGA 1 100 100 0.0 0.0025 25 8632 -40 1850.6392884533884 1847.93142163454 100 TCGA 1 100 100 0.0 0.0025 25 8632 -41 1849.3598961321845 1846.805615602426 100 TCGA 1 100 100 0.0 0.0025 25 8632 -42 1849.0656181954555 1846.8257590442447 100 TCGA 1 100 100 0.0 0.0025 25 8632 -43 1848.1059943377034 1847.0584906956658 100 TCGA 1 100 100 0.0 0.0025 25 8632 -44 1847.5504440203724 1845.1796053019002 100 TCGA 1 100 100 0.0 0.0025 25 8632 -45 1847.0546473867062 1845.4924126246467 100 TCGA 1 100 100 0.0 0.0025 25 8632 -46 1846.8604236001986 1845.5805621123195 100 TCGA 1 100 100 0.0 0.0025 25 8632 -47 1846.1439437891759 1844.4151341423917 100 TCGA 1 100 100 0.0 0.0025 25 8632 -48 1845.7922786351146 1843.5004563834798 100 TCGA 1 100 100 0.0 0.0025 25 8632 -49 1845.120464009437 1843.317359502591 100 TCGA 1 100 100 0.0 0.0025 25 8632 -50 1844.7779364021167 1842.7521340835035 100 TCGA 1 100 100 0.0 0.0025 25 8632 -51 1844.1635869449105 1842.1037763279287 100 TCGA 1 100 100 0.0 0.0025 25 8632 -52 1843.7331113086134 1841.726383995171 100 TCGA 1 100 100 0.0 0.0025 25 8632 -53 1843.6173950154437 1841.8747570862124 100 TCGA 1 100 100 0.0 0.0025 25 8632 -54 1843.1153054997942 1840.6221353348776 100 TCGA 1 100 100 0.0 0.0025 25 8632 -55 1842.748356771996 1840.6373199002826 100 TCGA 1 100 100 0.0 0.0025 25 8632 -56 1842.1975525903813 1841.5967747673917 100 TCGA 1 100 100 0.0 0.0025 25 8632 -57 1841.8813521662705 1839.614427116049 100 TCGA 1 100 100 0.0 0.0025 25 8632 -58 1841.649229941936 1839.9987105939856 100 TCGA 1 100 100 0.0 0.0025 25 8632 -59 1841.081654084209 1839.385521356784 100 TCGA 1 100 100 0.0 0.0025 25 8632 -60 1841.1291339992213 1838.9915464775047 100 TCGA 1 100 100 0.0 0.0025 25 8632 -61 1840.572896455598 1838.7014810380026 100 TCGA 1 100 100 0.0 0.0025 25 8632 -62 1840.3188267412004 1838.2267452987594 100 TCGA 1 100 100 0.0 0.0025 25 8632 -63 1840.1475210120627 1838.26452514035 100 TCGA 1 100 100 0.0 0.0025 25 8632 -64 1839.860657739751 1837.5930948688756 100 TCGA 1 100 100 0.0 0.0025 25 8632 -65 1839.3959762278591 1837.2388965089117 100 TCGA 1 100 100 0.0 0.0025 25 8632 -66 1839.361380514815 1837.281175162924 100 TCGA 1 100 100 0.0 0.0025 25 8632 -67 1838.9520382349453 1837.175925403384 100 TCGA 1 100 100 0.0 0.0025 25 8632 -68 1838.793805460989 1836.3909237348853 100 TCGA 1 100 100 0.0 0.0025 25 8632 -69 1838.583189453234 1836.8610514731863 100 TCGA 1 100 100 0.0 0.0025 25 8632 -70 1838.116834355859 1836.4673869837468 100 TCGA 1 100 100 0.0 0.0025 25 8632 -71 1838.2711727203223 1836.2355914091945 100 TCGA 1 100 100 0.0 0.0025 25 8632 -72 1837.810836156706 1836.0725698806532 100 TCGA 1 100 100 0.0 0.0025 25 8632 -73 1837.466295731335 1835.902641258048 100 TCGA 1 100 100 0.0 0.0025 25 8632 -74 1837.788004498248 1836.5317591374842 100 TCGA 1 100 100 0.0 0.0025 25 8632 -75 1837.1546247984525 1836.1050086860082 100 TCGA 1 100 100 0.0 0.0025 25 8632 -76 1836.80767640366 1835.7161122997802 100 TCGA 1 100 100 0.0 0.0025 25 8632 -77 1837.0848098177505 1835.2123778070038 100 TCGA 1 100 100 0.0 0.0025 25 8632 -78 1836.8021544081676 1834.8240813442212 100 TCGA 1 100 100 0.0 0.0025 25 8632 -79 1836.3921447542712 1834.7202547159627 100 TCGA 1 100 100 0.0 0.0025 25 8632 -80 1836.2919457520022 1834.536168390782 100 TCGA 1 100 100 0.0 0.0025 25 8632 -81 1836.4198621138223 1834.314699105881 100 TCGA 1 100 100 0.0 0.0025 25 8632 -82 1836.040495351218 1833.8400105998744 100 TCGA 1 100 100 0.0 0.0025 25 8632 -83 1835.818166452402 1835.5998829597204 100 TCGA 1 100 100 0.0 0.0025 25 8632 -84 1835.729511344868 1833.958248272613 100 TCGA 1 100 100 0.0 0.0025 25 8632 -85 1835.7574899040944 1833.749846645336 100 TCGA 1 100 100 0.0 0.0025 25 8632 -86 1835.4909195983525 1832.940007042046 100 TCGA 1 100 100 0.0 0.0025 25 8632 -87 1835.4295076169476 1833.5690237074043 100 TCGA 1 100 100 0.0 0.0025 25 8632 -88 1835.1024077813904 1834.0129934339668 100 TCGA 1 100 100 0.0 0.0025 25 8632 -89 1835.3346581666087 1833.519493831462 100 TCGA 1 100 100 0.0 0.0025 25 8632 -90 1835.0142952797335 1832.837778369386 100 TCGA 1 100 100 0.0 0.0025 25 8632 -91 1834.9224718215012 1832.9263946686558 100 TCGA 1 100 100 0.0 0.0025 25 8632 -92 1834.41210115886 1832.9255125726288 100 TCGA 1 100 100 0.0 0.0025 25 8632 -93 1834.4593019976203 1832.946488423563 100 TCGA 1 100 100 0.0 0.0025 25 8632 -94 1834.3853601983035 1832.421254833739 100 TCGA 1 100 100 0.0 0.0025 25 8632 -95 1834.596293924057 1832.7507765880182 100 TCGA 1 100 100 0.0 0.0025 25 8632 -96 1834.278571919866 1832.586071225267 100 TCGA 1 100 100 0.0 0.0025 25 8632 -97 1834.2026201774665 1831.927354668852 100 TCGA 1 100 100 0.0 0.0025 25 8632 -98 1834.1545997548947 1831.972079023045 100 TCGA 1 100 100 0.0 0.0025 25 8632 -99 1834.2196919130074 1831.8972996083935 100 TCGA 1 100 100 0.0 0.0025 25 8632 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index ae14e0b21..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3196.298395081282 3679.966998076319 100 TCGA 1 100 100 1.0 0.0025 25 4242 -1 2112.6504983749755 2357.4763428961214 100 TCGA 1 100 100 1.0 0.0025 25 4242 -2 2010.0832873383913 2191.088683161903 100 TCGA 1 100 100 1.0 0.0025 25 4242 -3 1982.135652777366 2007.7649913385285 100 TCGA 1 100 100 1.0 0.0025 25 4242 -4 1962.4148784185684 1992.8232219446843 100 TCGA 1 100 100 1.0 0.0025 25 4242 -5 1952.7282085212191 1975.7397700170775 100 TCGA 1 100 100 1.0 0.0025 25 4242 -6 1938.5970575618137 1945.272795864086 100 TCGA 1 100 100 1.0 0.0025 25 4242 -7 1930.3931575876911 1931.043184059948 100 TCGA 1 100 100 1.0 0.0025 25 4242 -8 1924.4130403467793 1921.3276698433574 100 TCGA 1 100 100 1.0 0.0025 25 4242 -9 1916.0748463377436 1908.995541059791 100 TCGA 1 100 100 1.0 0.0025 25 4242 -10 1909.9502664236688 1910.715969986652 100 TCGA 1 100 100 1.0 0.0025 25 4242 -11 1905.14236979203 1900.474361553863 100 TCGA 1 100 100 1.0 0.0025 25 4242 -12 1900.799973956335 1897.9319957944017 100 TCGA 1 100 100 1.0 0.0025 25 4242 -13 1895.049478821489 1893.7594294715766 100 TCGA 1 100 100 1.0 0.0025 25 4242 -14 1892.4254708079864 1891.5961644158292 100 TCGA 1 100 100 1.0 0.0025 25 4242 -15 1888.892851805578 1885.0858755447157 100 TCGA 1 100 100 1.0 0.0025 25 4242 -16 1884.7548881672976 1882.103690449317 100 TCGA 1 100 100 1.0 0.0025 25 4242 -17 1881.5879297708877 1885.1851144148477 100 TCGA 1 100 100 1.0 0.0025 25 4242 -18 1879.8797432607487 1877.6195902608747 100 TCGA 1 100 100 1.0 0.0025 25 4242 -19 1877.2423546160155 1877.969313118326 100 TCGA 1 100 100 1.0 0.0025 25 4242 -20 1874.436944191072 1871.9461510433025 100 TCGA 1 100 100 1.0 0.0025 25 4242 -21 1872.501123853501 1870.864466374843 100 TCGA 1 100 100 1.0 0.0025 25 4242 -22 1871.2218735638787 1873.100712301743 100 TCGA 1 100 100 1.0 0.0025 25 4242 -23 1869.3235494411608 1876.2555054324357 100 TCGA 1 100 100 1.0 0.0025 25 4242 -24 1867.6814607964495 1867.0847217042242 100 TCGA 1 100 100 1.0 0.0025 25 4242 -25 1865.6331401236928 1864.1906431571922 100 TCGA 1 100 100 1.0 0.0025 25 4242 -26 1863.9879099431482 1862.986358182514 100 TCGA 1 100 100 1.0 0.0025 25 4242 -27 1862.8417299195903 1863.4172768137562 100 TCGA 1 100 100 1.0 0.0025 25 4242 -28 1861.3080166308844 1861.7334291084328 100 TCGA 1 100 100 1.0 0.0025 25 4242 -29 1860.7817319454207 1859.1511359286667 100 TCGA 1 100 100 1.0 0.0025 25 4242 -30 1859.1791362555941 1857.9954496604114 100 TCGA 1 100 100 1.0 0.0025 25 4242 -31 1857.665426774381 1856.9172154718908 100 TCGA 1 100 100 1.0 0.0025 25 4242 -32 1856.967061630915 1857.440966428824 100 TCGA 1 100 100 1.0 0.0025 25 4242 -33 1856.1315140909935 1856.079324233472 100 TCGA 1 100 100 1.0 0.0025 25 4242 -34 1854.9900294347644 1853.9331060821687 100 TCGA 1 100 100 1.0 0.0025 25 4242 -35 1854.1076203022756 1854.7026164759343 100 TCGA 1 100 100 1.0 0.0025 25 4242 -36 1853.260098617116 1853.3459215020414 100 TCGA 1 100 100 1.0 0.0025 25 4242 -37 1852.7383767507056 1851.5087068644002 100 TCGA 1 100 100 1.0 0.0025 25 4242 -38 1851.6178207695518 1851.4441298288316 100 TCGA 1 100 100 1.0 0.0025 25 4242 -39 1851.0937324095576 1849.82650496133 100 TCGA 1 100 100 1.0 0.0025 25 4242 -40 1850.2389054722598 1850.007721714039 100 TCGA 1 100 100 1.0 0.0025 25 4242 -41 1849.723394408185 1849.0184148280464 100 TCGA 1 100 100 1.0 0.0025 25 4242 -42 1848.5677412024352 1848.2341707315877 100 TCGA 1 100 100 1.0 0.0025 25 4242 -43 1848.4057096559457 1848.381775209053 100 TCGA 1 100 100 1.0 0.0025 25 4242 -44 1847.9030440975905 1847.1429854349874 100 TCGA 1 100 100 1.0 0.0025 25 4242 -45 1847.2110128486804 1846.9931382989164 100 TCGA 1 100 100 1.0 0.0025 25 4242 -46 1846.5458262226707 1846.4053041084328 100 TCGA 1 100 100 1.0 0.0025 25 4242 -47 1846.237734747247 1846.5989763269472 100 TCGA 1 100 100 1.0 0.0025 25 4242 -48 1845.9520036808308 1845.939490543538 100 TCGA 1 100 100 1.0 0.0025 25 4242 -49 1845.300545230137 1845.7571070685458 100 TCGA 1 100 100 1.0 0.0025 25 4242 -50 1844.6291171036762 1844.5672644226995 100 TCGA 1 100 100 1.0 0.0025 25 4242 -51 1843.8973769639163 1845.5524945283055 100 TCGA 1 100 100 1.0 0.0025 25 4242 -52 1843.60494186788 1843.2375500549624 100 TCGA 1 100 100 1.0 0.0025 25 4242 -53 1843.348971758933 1843.463105934948 100 TCGA 1 100 100 1.0 0.0025 25 4242 -54 1842.8294750494222 1842.8627518697 100 TCGA 1 100 100 1.0 0.0025 25 4242 -55 1842.6979918609254 1842.5501850070666 100 TCGA 1 100 100 1.0 0.0025 25 4242 -56 1842.3106805678124 1842.0456052233826 100 TCGA 1 100 100 1.0 0.0025 25 4242 -57 1841.7967509539988 1842.5354580519786 100 TCGA 1 100 100 1.0 0.0025 25 4242 -58 1841.4934885795926 1842.3805201544833 100 TCGA 1 100 100 1.0 0.0025 25 4242 -59 1841.2692085587162 1841.0019488310695 100 TCGA 1 100 100 1.0 0.0025 25 4242 -60 1840.880333296781 1841.474782359061 100 TCGA 1 100 100 1.0 0.0025 25 4242 -61 1840.7672603797507 1840.013657766371 100 TCGA 1 100 100 1.0 0.0025 25 4242 -62 1840.1468739263153 1840.7123728996546 100 TCGA 1 100 100 1.0 0.0025 25 4242 -63 1840.4394765471304 1840.7135298072394 100 TCGA 1 100 100 1.0 0.0025 25 4242 -64 1839.7501775394767 1839.8618802017902 100 TCGA 1 100 100 1.0 0.0025 25 4242 -65 1839.3265910343955 1839.5654039239164 100 TCGA 1 100 100 1.0 0.0025 25 4242 -66 1839.003645649844 1838.4904938510913 100 TCGA 1 100 100 1.0 0.0025 25 4242 -67 1838.7042437848374 1839.0855074935223 100 TCGA 1 100 100 1.0 0.0025 25 4242 -68 1838.5132053944533 1838.3168577261306 100 TCGA 1 100 100 1.0 0.0025 25 4242 -69 1838.3849915620378 1837.741606592533 100 TCGA 1 100 100 1.0 0.0025 25 4242 -70 1838.220158175547 1838.6731079714982 100 TCGA 1 100 100 1.0 0.0025 25 4242 -71 1837.9556818137225 1838.2939483795933 100 TCGA 1 100 100 1.0 0.0025 25 4242 -72 1837.941908824336 1838.3971303048445 100 TCGA 1 100 100 1.0 0.0025 25 4242 -73 1837.4851733826276 1837.4962446509894 100 TCGA 1 100 100 1.0 0.0025 25 4242 -74 1837.3194702843334 1837.249960741206 100 TCGA 1 100 100 1.0 0.0025 25 4242 -75 1837.2874560470573 1836.583622457993 100 TCGA 1 100 100 1.0 0.0025 25 4242 -76 1837.0684235644455 1837.325555389251 100 TCGA 1 100 100 1.0 0.0025 25 4242 -77 1836.909706160857 1837.0626312715924 100 TCGA 1 100 100 1.0 0.0025 25 4242 -78 1836.5677860165058 1837.1134033203125 100 TCGA 1 100 100 1.0 0.0025 25 4242 -79 1836.559144067876 1837.0380068064935 100 TCGA 1 100 100 1.0 0.0025 25 4242 -80 1836.3029278971173 1837.1199135325062 100 TCGA 1 100 100 1.0 0.0025 25 4242 -81 1835.9183636424877 1836.859589083111 100 TCGA 1 100 100 1.0 0.0025 25 4242 -82 1835.755904393452 1835.9787511777638 100 TCGA 1 100 100 1.0 0.0025 25 4242 -83 1835.8898326398166 1835.9063561214275 100 TCGA 1 100 100 1.0 0.0025 25 4242 -84 1835.4205540817675 1836.086331314777 100 TCGA 1 100 100 1.0 0.0025 25 4242 -85 1835.4695635068654 1835.4208597921247 100 TCGA 1 100 100 1.0 0.0025 25 4242 -86 1835.5921784418078 1835.1798684585035 100 TCGA 1 100 100 1.0 0.0025 25 4242 -87 1835.1908186529215 1835.0999369405622 100 TCGA 1 100 100 1.0 0.0025 25 4242 -88 1834.9372012077372 1835.7658482843908 100 TCGA 1 100 100 1.0 0.0025 25 4242 -89 1835.139883217448 1834.9866544637248 100 TCGA 1 100 100 1.0 0.0025 25 4242 -90 1834.8969628731845 1834.9318056346185 100 TCGA 1 100 100 1.0 0.0025 25 4242 -91 1834.6711335308332 1834.531602715727 100 TCGA 1 100 100 1.0 0.0025 25 4242 -92 1834.6069810920321 1834.5912405042793 100 TCGA 1 100 100 1.0 0.0025 25 4242 -93 1834.4324628112704 1834.7391707070508 100 TCGA 1 100 100 1.0 0.0025 25 4242 -94 1834.436833484376 1836.364391537767 100 TCGA 1 100 100 1.0 0.0025 25 4242 -95 1834.2866830622488 1834.1492018196452 100 TCGA 1 100 100 1.0 0.0025 25 4242 -96 1834.0600488379353 1834.1136204705167 100 TCGA 1 100 100 1.0 0.0025 25 4242 -97 1834.092885288733 1834.2204712527482 100 TCGA 1 100 100 1.0 0.0025 25 4242 -98 1834.290898936736 1834.3115295716866 100 TCGA 1 100 100 1.0 0.0025 25 4242 -99 1834.0225249634402 1834.951464475699 100 TCGA 1 100 100 1.0 0.0025 25 4242 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 32e6c3230..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3183.858185390128 3190.7164913925094 100 TCGA 1 50 100 0.5 0.0025 25 7572 -1 2099.944612315915 2438.615111691269 100 TCGA 1 50 100 0.5 0.0025 25 7572 -2 2018.3392271716116 2126.184077123901 100 TCGA 1 50 100 0.5 0.0025 25 7572 -3 1983.3589487417505 2034.52971215943 100 TCGA 1 50 100 0.5 0.0025 25 7572 -4 1961.6617304106512 1981.8790620583386 100 TCGA 1 50 100 0.5 0.0025 25 7572 -5 1947.3331822045002 1999.096650856823 100 TCGA 1 50 100 0.5 0.0025 25 7572 -6 1939.674210904472 1943.9333581972362 100 TCGA 1 50 100 0.5 0.0025 25 7572 -7 1928.724315011005 1926.2548429402873 100 TCGA 1 50 100 0.5 0.0025 25 7572 -8 1922.3057802466226 1922.893670623626 100 TCGA 1 50 100 0.5 0.0025 25 7572 -9 1915.5862706964976 1924.8905311469457 100 TCGA 1 50 100 0.5 0.0025 25 7572 -10 1908.3378903661167 1905.9878254799387 100 TCGA 1 50 100 0.5 0.0025 25 7572 -11 1904.9989736637694 1900.336933691897 100 TCGA 1 50 100 0.5 0.0025 25 7572 -12 1899.468114741134 1897.6104791535804 100 TCGA 1 50 100 0.5 0.0025 25 7572 -13 1895.422084913521 1898.7619444880654 100 TCGA 1 50 100 0.5 0.0025 25 7572 -14 1891.965909722634 1891.304163640468 100 TCGA 1 50 100 0.5 0.0025 25 7572 -15 1888.1752808012325 1887.0034388249842 100 TCGA 1 50 100 0.5 0.0025 25 7572 -16 1884.5861795423073 1887.8417962615813 100 TCGA 1 50 100 0.5 0.0025 25 7572 -17 1881.8784984950973 1883.1256845752198 100 TCGA 1 50 100 0.5 0.0025 25 7572 -18 1879.2715323774235 1878.0809933456344 100 TCGA 1 50 100 0.5 0.0025 25 7572 -19 1876.8366375887072 1877.545875127591 100 TCGA 1 50 100 0.5 0.0025 25 7572 -20 1874.8343954272589 1871.8987024968592 100 TCGA 1 50 100 0.5 0.0025 25 7572 -21 1873.2143267190727 1872.886697280347 100 TCGA 1 50 100 0.5 0.0025 25 7572 -22 1870.4726574081624 1871.6882925369032 100 TCGA 1 50 100 0.5 0.0025 25 7572 -23 1868.6614053076646 1868.3913052812893 100 TCGA 1 50 100 0.5 0.0025 25 7572 -24 1866.7577495095932 1866.5419701044284 100 TCGA 1 50 100 0.5 0.0025 25 7572 -25 1865.7152965506054 1864.2434364203832 100 TCGA 1 50 100 0.5 0.0025 25 7572 -26 1863.344006785033 1864.1308624420933 100 TCGA 1 50 100 0.5 0.0025 25 7572 -27 1861.9977389128164 1861.6742973902717 100 TCGA 1 50 100 0.5 0.0025 25 7572 -28 1861.3296095188846 1861.8552589608198 100 TCGA 1 50 100 0.5 0.0025 25 7572 -29 1860.0822170873694 1859.495829979978 100 TCGA 1 50 100 0.5 0.0025 25 7572 -30 1858.9033012232592 1861.7085666368955 100 TCGA 1 50 100 0.5 0.0025 25 7572 -31 1857.5025195481455 1857.7714659724404 100 TCGA 1 50 100 0.5 0.0025 25 7572 -32 1856.4679588797317 1856.7154258843043 100 TCGA 1 50 100 0.5 0.0025 25 7572 -33 1855.3522794570013 1855.207628106352 100 TCGA 1 50 100 0.5 0.0025 25 7572 -34 1854.441013796466 1855.7958358687972 100 TCGA 1 50 100 0.5 0.0025 25 7572 -35 1853.389550007325 1853.274433691897 100 TCGA 1 50 100 0.5 0.0025 25 7572 -36 1853.0156773761894 1854.1182861328125 100 TCGA 1 50 100 0.5 0.0025 25 7572 -37 1852.2430551271111 1852.3171540073413 100 TCGA 1 50 100 0.5 0.0025 25 7572 -38 1851.3583955080305 1852.2638031465924 100 TCGA 1 50 100 0.5 0.0025 25 7572 -39 1850.2018813652603 1851.1494895129947 100 TCGA 1 50 100 0.5 0.0025 25 7572 -40 1850.0896917037205 1851.307522721027 100 TCGA 1 50 100 0.5 0.0025 25 7572 -41 1849.1694213853561 1849.2624714146907 100 TCGA 1 50 100 0.5 0.0025 25 7572 -42 1848.733828374618 1849.750730581619 100 TCGA 1 50 100 0.5 0.0025 25 7572 -43 1848.0495167547124 1848.8646700298366 100 TCGA 1 50 100 0.5 0.0025 25 7572 -44 1847.2800902979677 1848.0708713243955 100 TCGA 1 50 100 0.5 0.0025 25 7572 -45 1846.680706778253 1847.2263428961212 100 TCGA 1 50 100 0.5 0.0025 25 7572 -46 1846.1049912873489 1847.4447696244897 100 TCGA 1 50 100 0.5 0.0025 25 7572 -47 1845.7085036422434 1847.473093004083 100 TCGA 1 50 100 0.5 0.0025 25 7572 -48 1845.1663436438305 1845.490478515625 100 TCGA 1 50 100 0.5 0.0025 25 7572 -49 1844.7077185171686 1845.477574640782 100 TCGA 1 50 100 0.5 0.0025 25 7572 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index 15fb85252..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3200.1189247162856 3191.9641370917084 100 TCGA 1 50 100 0.0 0.0025 25 9914 -1 2094.346703096005 2839.1501796089824 100 TCGA 1 50 100 0.0 0.0025 25 9914 -2 2014.066761097321 2060.75315787924 100 TCGA 1 50 100 0.0 0.0025 25 9914 -3 1980.8895032993184 2081.384422110553 100 TCGA 1 50 100 0.0 0.0025 25 9914 -4 1963.9115462628363 1951.7338339647456 100 TCGA 1 50 100 0.0 0.0025 25 9914 -5 1948.2240832831553 1939.3435708817526 100 TCGA 1 50 100 0.0 0.0025 25 9914 -6 1940.9116916326502 1958.819365995014 100 TCGA 1 50 100 0.0 0.0025 25 9914 -7 1929.8976142509453 1949.3080067083465 100 TCGA 1 50 100 0.0 0.0025 25 9914 -8 1922.9114226392237 1927.8553466796875 100 TCGA 1 50 100 0.0 0.0025 25 9914 -9 1914.0885895282938 1915.420386846341 100 TCGA 1 50 100 0.0 0.0025 25 9914 -10 1909.6926096760676 1909.1043271778815 100 TCGA 1 50 100 0.0 0.0025 25 9914 -11 1903.3911331880172 1904.8648773653424 100 TCGA 1 50 100 0.0 0.0025 25 9914 -12 1899.8115005331363 1894.262141395454 100 TCGA 1 50 100 0.0 0.0025 25 9914 -13 1894.6530146257649 1900.6636981293184 100 TCGA 1 50 100 0.0 0.0025 25 9914 -14 1891.4446588331652 1887.2863143844222 100 TCGA 1 50 100 0.0 0.0025 25 9914 -15 1887.582736420996 1883.289700455402 100 TCGA 1 50 100 0.0 0.0025 25 9914 -16 1885.7672190129165 1883.971795623626 100 TCGA 1 50 100 0.0 0.0025 25 9914 -17 1882.2158338153106 1879.129498199003 100 TCGA 1 50 100 0.0 0.0025 25 9914 -18 1879.8744033828805 1883.22118220497 100 TCGA 1 50 100 0.0 0.0025 25 9914 -19 1877.5702547008857 1876.0478668979663 100 TCGA 1 50 100 0.0 0.0025 25 9914 -20 1875.2534698271727 1871.796064060537 100 TCGA 1 50 100 0.0 0.0025 25 9914 -21 1873.235640094807 1870.4010236730528 100 TCGA 1 50 100 0.0 0.0025 25 9914 -22 1871.096167439102 1869.2132071490264 100 TCGA 1 50 100 0.0 0.0025 25 9914 -23 1868.9316589512161 1865.1150712056376 100 TCGA 1 50 100 0.0 0.0025 25 9914 -24 1867.7055084845067 1864.8361534233668 100 TCGA 1 50 100 0.0 0.0025 25 9914 -25 1865.946848863682 1864.6886569075848 100 TCGA 1 50 100 0.0 0.0025 25 9914 -26 1864.1935035048991 1862.7618751717573 100 TCGA 1 50 100 0.0 0.0025 25 9914 -27 1863.0368181993579 1861.9988283703674 100 TCGA 1 50 100 0.0 0.0025 25 9914 -28 1861.7337034157124 1859.1442644128847 100 TCGA 1 50 100 0.0 0.0025 25 9914 -29 1860.050698570833 1857.8051181198964 100 TCGA 1 50 100 0.0 0.0025 25 9914 -30 1859.7206400392151 1858.4214640095006 100 TCGA 1 50 100 0.0 0.0025 25 9914 -31 1858.2432190138975 1854.9399230036904 100 TCGA 1 50 100 0.0 0.0025 25 9914 -32 1857.210019622268 1855.3914709043263 100 TCGA 1 50 100 0.0 0.0025 25 9914 -33 1856.2090250333115 1854.6294914513976 100 TCGA 1 50 100 0.0 0.0025 25 9914 -34 1855.234676830736 1852.7899237397928 100 TCGA 1 50 100 0.0 0.0025 25 9914 -35 1854.5145923688165 1852.338585628337 100 TCGA 1 50 100 0.0 0.0025 25 9914 -36 1853.7068381775223 1851.699687401853 100 TCGA 1 50 100 0.0 0.0025 25 9914 -37 1852.727983388082 1850.9181650439698 100 TCGA 1 50 100 0.0 0.0025 25 9914 -38 1852.0748654133588 1850.5758320410646 100 TCGA 1 50 100 0.0 0.0025 25 9914 -39 1851.1775752707429 1849.607933466159 100 TCGA 1 50 100 0.0 0.0025 25 9914 -40 1850.4949291019332 1848.9716379750314 100 TCGA 1 50 100 0.0 0.0025 25 9914 -41 1849.7320482654488 1847.6820847401068 100 TCGA 1 50 100 0.0 0.0025 25 9914 -42 1849.3024121878575 1847.6304539052685 100 TCGA 1 50 100 0.0 0.0025 25 9914 -43 1848.8168481775049 1847.0779599903815 100 TCGA 1 50 100 0.0 0.0025 25 9914 -44 1847.6584724318118 1847.299936572511 100 TCGA 1 50 100 0.0 0.0025 25 9914 -45 1847.10478779141 1845.7033562588333 100 TCGA 1 50 100 0.0 0.0025 25 9914 -46 1846.605810271641 1844.8399216541693 100 TCGA 1 50 100 0.0 0.0025 25 9914 -47 1846.1636496628084 1846.9580206942917 100 TCGA 1 50 100 0.0 0.0025 25 9914 -48 1845.9656125790493 1843.7597349540672 100 TCGA 1 50 100 0.0 0.0025 25 9914 -49 1845.2502945956276 1843.1571701279836 100 TCGA 1 50 100 0.0 0.0025 25 9914 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index 8e4197446..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3182.2835586944693 2974.4273712311556 100 TCGA 1 50 100 1.0 0.0025 25 3161 -1 2100.065444702734 2391.3190353623586 100 TCGA 1 50 100 1.0 0.0025 25 3161 -2 2011.6888143780216 2079.508261522456 100 TCGA 1 50 100 1.0 0.0025 25 3161 -3 1978.8474992031843 2016.6978508263976 100 TCGA 1 50 100 1.0 0.0025 25 3161 -4 1963.876138609852 2004.6554672777952 100 TCGA 1 50 100 1.0 0.0025 25 3161 -5 1950.300167628332 1952.610793837351 100 TCGA 1 50 100 1.0 0.0025 25 3161 -6 1940.06477833699 1964.9489077467415 100 TCGA 1 50 100 1.0 0.0025 25 3161 -7 1930.0405998992153 1926.2375598696608 100 TCGA 1 50 100 1.0 0.0025 25 3161 -8 1920.6558104160708 1929.5922348559202 100 TCGA 1 50 100 1.0 0.0025 25 3161 -9 1915.1611349108177 1912.8537916633952 100 TCGA 1 50 100 1.0 0.0025 25 3161 -10 1909.4538699981556 1904.9039864851602 100 TCGA 1 50 100 1.0 0.0025 25 3161 -11 1904.2107925116982 1900.3883087311558 100 TCGA 1 50 100 1.0 0.0025 25 3161 -12 1899.850518627829 1898.418385874686 100 TCGA 1 50 100 1.0 0.0025 25 3161 -13 1895.8588151579418 1900.0528754612908 100 TCGA 1 50 100 1.0 0.0025 25 3161 -14 1892.036134924443 1890.4621195577497 100 TCGA 1 50 100 1.0 0.0025 25 3161 -15 1887.7586522358365 1887.792246756242 100 TCGA 1 50 100 1.0 0.0025 25 3161 -16 1884.8446073535297 1883.600052876688 100 TCGA 1 50 100 1.0 0.0025 25 3161 -17 1882.6516313983973 1881.20946345497 100 TCGA 1 50 100 1.0 0.0025 25 3161 -18 1879.148128352403 1879.9157800722362 100 TCGA 1 50 100 1.0 0.0025 25 3161 -19 1877.7592049654154 1874.5261359286667 100 TCGA 1 50 100 1.0 0.0025 25 3161 -20 1874.9754625727708 1871.9099648633794 100 TCGA 1 50 100 1.0 0.0025 25 3161 -21 1872.920101935183 1870.3608441376805 100 TCGA 1 50 100 1.0 0.0025 25 3161 -22 1869.7406969995475 1871.777816082365 100 TCGA 1 50 100 1.0 0.0025 25 3161 -23 1868.0298422059652 1865.5997050683104 100 TCGA 1 50 100 1.0 0.0025 25 3161 -24 1866.8224898452324 1867.928974707522 100 TCGA 1 50 100 1.0 0.0025 25 3161 -25 1864.8005413468866 1865.6555893481077 100 TCGA 1 50 100 1.0 0.0025 25 3161 -26 1864.5927930581329 1861.5471467444645 100 TCGA 1 50 100 1.0 0.0025 25 3161 -27 1862.7088871711146 1862.6413568084563 100 TCGA 1 50 100 1.0 0.0025 25 3161 -28 1861.3887013332003 1861.146438368601 100 TCGA 1 50 100 1.0 0.0025 25 3161 -29 1859.9572846150475 1858.97298933633 100 TCGA 1 50 100 1.0 0.0025 25 3161 -30 1859.4515136282737 1858.2953954342022 100 TCGA 1 50 100 1.0 0.0025 25 3161 -31 1857.861393758742 1857.9702909076634 100 TCGA 1 50 100 1.0 0.0025 25 3161 -32 1856.4570349833705 1855.4063702300566 100 TCGA 1 50 100 1.0 0.0025 25 3161 -33 1855.7522781598593 1855.7189266645728 100 TCGA 1 50 100 1.0 0.0025 25 3161 -34 1854.6817188486482 1855.448924922464 100 TCGA 1 50 100 1.0 0.0025 25 3161 -35 1853.9998229374137 1854.4362627345713 100 TCGA 1 50 100 1.0 0.0025 25 3161 -36 1853.0452414869344 1853.2070551733275 100 TCGA 1 50 100 1.0 0.0025 25 3161 -37 1852.2905072462268 1850.8000887003377 100 TCGA 1 50 100 1.0 0.0025 25 3161 -38 1851.3316707344961 1850.8060302734375 100 TCGA 1 50 100 1.0 0.0025 25 3161 -39 1850.6363863301524 1849.881766621192 100 TCGA 1 50 100 1.0 0.0025 25 3161 -40 1849.9025101711181 1850.0848296659076 100 TCGA 1 50 100 1.0 0.0025 25 3161 -41 1849.1438853632912 1847.285879470595 100 TCGA 1 50 100 1.0 0.0025 25 3161 -42 1848.5708665239956 1847.5213788669912 100 TCGA 1 50 100 1.0 0.0025 25 3161 -43 1847.8870220795343 1847.4700602622488 100 TCGA 1 50 100 1.0 0.0025 25 3161 -44 1847.7093921571534 1847.5752474530857 100 TCGA 1 50 100 1.0 0.0025 25 3161 -45 1847.1336055550807 1846.3279244120995 100 TCGA 1 50 100 1.0 0.0025 25 3161 -46 1846.376899617899 1846.8519593818703 100 TCGA 1 50 100 1.0 0.0025 25 3161 -47 1845.9226584627713 1845.3175281927215 100 TCGA 1 50 100 1.0 0.0025 25 3161 -48 1845.0667535897037 1846.253672537492 100 TCGA 1 50 100 1.0 0.0025 25 3161 -49 1845.1473739663197 1844.886396091787 100 TCGA 1 50 100 1.0 0.0025 25 3161 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 7a760fb8f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3585.6107882033343 4205.292005682711 150 TCGA 1 100 100 0.5 0.0025 25 642 -1 2219.7250371592986 3646.9726157643686 150 TCGA 1 100 100 0.5 0.0025 25 642 -2 2061.223981378493 2543.559243973775 150 TCGA 1 100 100 0.5 0.0025 25 642 -3 2018.5593818045445 2177.986335486024 150 TCGA 1 100 100 0.5 0.0025 25 642 -4 1996.0382340869037 1999.1495342925566 150 TCGA 1 100 100 0.5 0.0025 25 642 -5 1978.8703879931102 2027.2626683220792 150 TCGA 1 100 100 0.5 0.0025 25 642 -6 1966.687092885493 1985.7022386100423 150 TCGA 1 100 100 0.5 0.0025 25 642 -7 1957.3651252897314 1964.3371398005654 150 TCGA 1 100 100 0.5 0.0025 25 642 -8 1949.9308374325922 1971.451002571451 150 TCGA 1 100 100 0.5 0.0025 25 642 -9 1938.8338267967922 1941.821708027442 150 TCGA 1 100 100 0.5 0.0025 25 642 -10 1932.4498825814126 1947.920221223304 150 TCGA 1 100 100 0.5 0.0025 25 642 -11 1927.8804994317647 1926.656294779562 150 TCGA 1 100 100 0.5 0.0025 25 642 -12 1921.2634447116727 1927.4185754210505 150 TCGA 1 100 100 0.5 0.0025 25 642 -13 1919.3264208935323 1919.7741134873586 150 TCGA 1 100 100 0.5 0.0025 25 642 -14 1912.9851810673756 1915.6723105272456 150 TCGA 1 100 100 0.5 0.0025 25 642 -15 1908.8120980767856 1904.5235540495446 150 TCGA 1 100 100 0.5 0.0025 25 642 -16 1904.8387907215335 1899.4917090334484 150 TCGA 1 100 100 0.5 0.0025 25 642 -17 1901.147348364119 1903.1410231087077 150 TCGA 1 100 100 0.5 0.0025 25 642 -18 1899.575635168938 1891.3825830814228 150 TCGA 1 100 100 0.5 0.0025 25 642 -19 1896.6318033181979 1895.7528309270965 150 TCGA 1 100 100 0.5 0.0025 25 642 -20 1892.3513234825402 1887.9187625137406 150 TCGA 1 100 100 0.5 0.0025 25 642 -21 1891.0788088063068 1890.5420191779208 150 TCGA 1 100 100 0.5 0.0025 25 642 -22 1888.0983118243962 1884.5978930296012 150 TCGA 1 100 100 0.5 0.0025 25 642 -23 1885.6030591455258 1885.0925483128533 150 TCGA 1 100 100 0.5 0.0025 25 642 -24 1882.8804773313018 1880.1623154836684 150 TCGA 1 100 100 0.5 0.0025 25 642 -25 1882.1660245769137 1879.709668336801 150 TCGA 1 100 100 0.5 0.0025 25 642 -26 1878.9880448349993 1874.8980982794833 150 TCGA 1 100 100 0.5 0.0025 25 642 -27 1878.8595202199342 1877.9998509392667 150 TCGA 1 100 100 0.5 0.0025 25 642 -28 1876.7974426903115 1872.5861571038788 150 TCGA 1 100 100 0.5 0.0025 25 642 -29 1874.7409802996856 1870.842477769708 150 TCGA 1 100 100 0.5 0.0025 25 642 -30 1873.9965810502183 1869.1946555286197 150 TCGA 1 100 100 0.5 0.0025 25 642 -31 1871.7806320726932 1869.3600693899184 150 TCGA 1 100 100 0.5 0.0025 25 642 -32 1870.2987960643409 1868.4437893814777 150 TCGA 1 100 100 0.5 0.0025 25 642 -33 1869.0459305799118 1867.6472033016646 150 TCGA 1 100 100 0.5 0.0025 25 642 -34 1868.2192764052297 1867.0739267627198 150 TCGA 1 100 100 0.5 0.0025 25 642 -35 1867.038087586178 1864.4353837056376 150 TCGA 1 100 100 0.5 0.0025 25 642 -36 1865.3501359301097 1865.1537251688128 150 TCGA 1 100 100 0.5 0.0025 25 642 -37 1864.57378828149 1862.977542743012 150 TCGA 1 100 100 0.5 0.0025 25 642 -38 1863.7649718236812 1861.6491588803392 150 TCGA 1 100 100 0.5 0.0025 25 642 -39 1862.7047773297975 1861.3266920540202 150 TCGA 1 100 100 0.5 0.0025 25 642 -40 1862.4140358758912 1858.7465121015232 150 TCGA 1 100 100 0.5 0.0025 25 642 -41 1861.0031484711822 1860.3189850620288 150 TCGA 1 100 100 0.5 0.0025 25 642 -42 1859.7460961617028 1857.8013664513976 150 TCGA 1 100 100 0.5 0.0025 25 642 -43 1858.9114649189623 1858.1058257596576 150 TCGA 1 100 100 0.5 0.0025 25 642 -44 1858.0467246977769 1856.2372924191268 150 TCGA 1 100 100 0.5 0.0025 25 642 -45 1857.5508430413681 1857.716645360592 150 TCGA 1 100 100 0.5 0.0025 25 642 -46 1856.5311622249187 1854.7041776264134 150 TCGA 1 100 100 0.5 0.0025 25 642 -47 1856.2932669427435 1853.225006870289 150 TCGA 1 100 100 0.5 0.0025 25 642 -48 1855.2369589283471 1856.168720801272 150 TCGA 1 100 100 0.5 0.0025 25 642 -49 1854.6544639773902 1853.3385555708228 150 TCGA 1 100 100 0.5 0.0025 25 642 -50 1854.188920819955 1852.1846721399968 150 TCGA 1 100 100 0.5 0.0025 25 642 -51 1853.2505727998512 1851.0914858717415 150 TCGA 1 100 100 0.5 0.0025 25 642 -52 1852.8843101946845 1850.2094843112045 150 TCGA 1 100 100 0.5 0.0025 25 642 -53 1852.2824819441125 1850.090745475424 150 TCGA 1 100 100 0.5 0.0025 25 642 -54 1851.7826424654154 1849.4791462193782 150 TCGA 1 100 100 0.5 0.0025 25 642 -55 1851.328972624966 1849.123647411864 150 TCGA 1 100 100 0.5 0.0025 25 642 -56 1850.9746958011629 1848.8530396121232 150 TCGA 1 100 100 0.5 0.0025 25 642 -57 1850.0734832078992 1848.6174445224167 150 TCGA 1 100 100 0.5 0.0025 25 642 -58 1849.3428045443784 1847.5829802086605 150 TCGA 1 100 100 0.5 0.0025 25 642 -59 1848.9465195776854 1846.799720649144 150 TCGA 1 100 100 0.5 0.0025 25 642 -60 1848.6985138923892 1846.9040889260757 150 TCGA 1 100 100 0.5 0.0025 25 642 -61 1848.0946056776008 1848.0966036235866 150 TCGA 1 100 100 0.5 0.0025 25 642 -62 1847.5078876442988 1846.2975847253847 150 TCGA 1 100 100 0.5 0.0025 25 642 -63 1847.1003502718984 1846.594847405975 150 TCGA 1 100 100 0.5 0.0025 25 642 -64 1846.7772885260938 1846.5726091394472 150 TCGA 1 100 100 0.5 0.0025 25 642 -65 1846.54948754177 1844.495798082208 150 TCGA 1 100 100 0.5 0.0025 25 642 -66 1846.027438678437 1845.0198704705167 150 TCGA 1 100 100 0.5 0.0025 25 642 -67 1845.675480100536 1844.0129063285176 150 TCGA 1 100 100 0.5 0.0025 25 642 -68 1845.3552641776514 1843.4025173474795 150 TCGA 1 100 100 0.5 0.0025 25 642 -69 1845.1688888214278 1843.047685939463 150 TCGA 1 100 100 0.5 0.0025 25 642 -70 1844.6930581574088 1843.747952408527 150 TCGA 1 100 100 0.5 0.0025 25 642 -71 1844.5637418634326 1843.726628135796 150 TCGA 1 100 100 0.5 0.0025 25 642 -72 1844.1816019560026 1843.2393203812028 150 TCGA 1 100 100 0.5 0.0025 25 642 -73 1843.701453867096 1842.385063133048 150 TCGA 1 100 100 0.5 0.0025 25 642 -74 1843.6324497362987 1841.2418004328283 150 TCGA 1 100 100 0.5 0.0025 25 642 -75 1843.0460098799697 1841.1667578615734 150 TCGA 1 100 100 0.5 0.0025 25 642 -76 1842.8196443493232 1841.3303406681846 150 TCGA 1 100 100 0.5 0.0025 25 642 -77 1842.5062636281646 1841.135068653816 150 TCGA 1 100 100 0.5 0.0025 25 642 -78 1842.215025513363 1840.1892212527482 150 TCGA 1 100 100 0.5 0.0025 25 642 -79 1841.8681320154662 1840.998218018805 150 TCGA 1 100 100 0.5 0.0025 25 642 -80 1841.69500124046 1839.9276638318545 150 TCGA 1 100 100 0.5 0.0025 25 642 -81 1841.3591758369507 1840.2518795147614 150 TCGA 1 100 100 0.5 0.0025 25 642 -82 1841.2745145364909 1839.3323244641174 150 TCGA 1 100 100 0.5 0.0025 25 642 -83 1840.9846195630137 1839.3408601847127 150 TCGA 1 100 100 0.5 0.0025 25 642 -84 1840.8964790065768 1838.9487899703597 150 TCGA 1 100 100 0.5 0.0025 25 642 -85 1840.6071072499765 1838.4269669882617 150 TCGA 1 100 100 0.5 0.0025 25 642 -86 1840.062973211514 1838.498371373469 150 TCGA 1 100 100 0.5 0.0025 25 642 -87 1840.0716394815531 1838.8487579499058 150 TCGA 1 100 100 0.5 0.0025 25 642 -88 1839.9754996203408 1838.359948546443 150 TCGA 1 100 100 0.5 0.0025 25 642 -89 1839.7076140645493 1837.541860302489 150 TCGA 1 100 100 0.5 0.0025 25 642 -90 1839.4584535142515 1837.9692303068075 150 TCGA 1 100 100 0.5 0.0025 25 642 -91 1839.2972361150232 1838.2162214883008 150 TCGA 1 100 100 0.5 0.0025 25 642 -92 1838.7348359213674 1836.7747213852465 150 TCGA 1 100 100 0.5 0.0025 25 642 -93 1838.745555150002 1837.1296914258794 150 TCGA 1 100 100 0.5 0.0025 25 642 -94 1838.528323350973 1836.9907551674387 150 TCGA 1 100 100 0.5 0.0025 25 642 -95 1838.6742456084664 1837.4388801919756 150 TCGA 1 100 100 0.5 0.0025 25 642 -96 1838.2192909163227 1836.792446730724 150 TCGA 1 100 100 0.5 0.0025 25 642 -97 1837.9567066784057 1836.7216606715217 150 TCGA 1 100 100 0.5 0.0025 25 642 -98 1837.6036735710948 1836.366440969496 150 TCGA 1 100 100 0.5 0.0025 25 642 -99 1837.738464689292 1835.743500829342 150 TCGA 1 100 100 0.5 0.0025 25 642 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index c73cb2635..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3580.37858196454 4201.537720339981 150 TCGA 1 100 100 0.0 0.0025 25 6790 -1 2214.497674846 3375.1851358845006 150 TCGA 1 100 100 0.0 0.0025 25 6790 -2 2056.8998290797617 2389.4597965413004 150 TCGA 1 100 100 0.0 0.0025 25 6790 -3 2014.0733537389733 2158.78419809006 150 TCGA 1 100 100 0.0 0.0025 25 6790 -4 1989.43710890901 2023.2854249273712 150 TCGA 1 100 100 0.0 0.0025 25 6790 -5 1974.9848138481555 2037.614398285372 150 TCGA 1 100 100 0.0 0.0025 25 6790 -6 1962.6731987932003 1988.5165297925173 150 TCGA 1 100 100 0.0 0.0025 25 6790 -7 1955.6246393073654 1987.1231149644707 150 TCGA 1 100 100 0.0 0.0025 25 6790 -8 1945.1322972540052 1969.895015850738 150 TCGA 1 100 100 0.0 0.0025 25 6790 -9 1940.5957025799823 1958.5278093347597 150 TCGA 1 100 100 0.0 0.0025 25 6790 -10 1930.6242492519089 1939.694631605292 150 TCGA 1 100 100 0.0 0.0025 25 6790 -11 1924.7169587179703 1958.5675177646042 150 TCGA 1 100 100 0.0 0.0025 25 6790 -12 1921.424745198831 1930.3524280337233 150 TCGA 1 100 100 0.0 0.0025 25 6790 -13 1916.0178717259703 1914.1096853898398 150 TCGA 1 100 100 0.0 0.0025 25 6790 -14 1911.5683212237693 1909.4240655180197 150 TCGA 1 100 100 0.0 0.0025 25 6790 -15 1908.658098835886 1910.2245866785097 150 TCGA 1 100 100 0.0 0.0025 25 6790 -16 1904.5264145359022 1906.7299455038867 150 TCGA 1 100 100 0.0 0.0025 25 6790 -17 1901.0084092397485 1914.0928795589275 150 TCGA 1 100 100 0.0 0.0025 25 6790 -18 1897.791815751684 1895.7020294342808 150 TCGA 1 100 100 0.0 0.0025 25 6790 -19 1895.0762027774967 1894.3880701112987 150 TCGA 1 100 100 0.0 0.0025 25 6790 -20 1893.1476396487644 1893.336230100699 150 TCGA 1 100 100 0.0 0.0025 25 6790 -21 1889.5228333207615 1895.5762080667007 150 TCGA 1 100 100 0.0 0.0025 25 6790 -22 1886.6958348039725 1889.4400542752826 150 TCGA 1 100 100 0.0 0.0025 25 6790 -23 1885.696428818633 1883.1089744376177 150 TCGA 1 100 100 0.0 0.0025 25 6790 -24 1883.1707692819589 1883.371316420972 150 TCGA 1 100 100 0.0 0.0025 25 6790 -25 1881.6384158121155 1883.2296265261857 150 TCGA 1 100 100 0.0 0.0025 25 6790 -26 1879.6366500914103 1882.3538965579853 150 TCGA 1 100 100 0.0 0.0025 25 6790 -27 1878.4027938800193 1877.5288153413553 150 TCGA 1 100 100 0.0 0.0025 25 6790 -28 1876.6233626173096 1880.1462144707914 150 TCGA 1 100 100 0.0 0.0025 25 6790 -29 1874.2023648503557 1877.6047657722204 150 TCGA 1 100 100 0.0 0.0025 25 6790 -30 1872.7824548839897 1874.587698011542 150 TCGA 1 100 100 0.0 0.0025 25 6790 -31 1871.1475477315496 1872.0163899330637 150 TCGA 1 100 100 0.0 0.0025 25 6790 -32 1871.2448683324728 1873.011310826594 150 TCGA 1 100 100 0.0 0.0025 25 6790 -33 1869.007329832431 1869.6523290279522 150 TCGA 1 100 100 0.0 0.0025 25 6790 -34 1868.0500871019847 1869.4505921943703 150 TCGA 1 100 100 0.0 0.0025 25 6790 -35 1866.5534390963564 1867.7340609296482 150 TCGA 1 100 100 0.0 0.0025 25 6790 -36 1865.794906532755 1866.820232142156 150 TCGA 1 100 100 0.0 0.0025 25 6790 -37 1864.4624417621465 1863.4572723235317 150 TCGA 1 100 100 0.0 0.0025 25 6790 -38 1863.4027706622705 1866.4619846056455 150 TCGA 1 100 100 0.0 0.0025 25 6790 -39 1862.5007930142044 1864.295440213764 150 TCGA 1 100 100 0.0 0.0025 25 6790 -40 1861.589242868118 1862.9172289671012 150 TCGA 1 100 100 0.0 0.0025 25 6790 -41 1860.8906761499 1861.0311297699434 150 TCGA 1 100 100 0.0 0.0025 25 6790 -42 1859.8166245840425 1861.525142803863 150 TCGA 1 100 100 0.0 0.0025 25 6790 -43 1858.8394818583267 1860.2532032722204 150 TCGA 1 100 100 0.0 0.0025 25 6790 -44 1857.5794011450384 1857.8759931248037 150 TCGA 1 100 100 0.0 0.0025 25 6790 -45 1857.45421518504 1856.8016535313286 150 TCGA 1 100 100 0.0 0.0025 25 6790 -46 1856.4712642342242 1858.3490456432553 150 TCGA 1 100 100 0.0 0.0025 25 6790 -47 1855.8829657998199 1857.768438751374 150 TCGA 1 100 100 0.0 0.0025 25 6790 -48 1855.1631499634402 1856.1000804805276 150 TCGA 1 100 100 0.0 0.0025 25 6790 -49 1854.7968453374183 1855.2410422473697 150 TCGA 1 100 100 0.0 0.0025 25 6790 -50 1853.7594591752402 1854.88015210329 150 TCGA 1 100 100 0.0 0.0025 25 6790 -51 1853.1666743741237 1854.319704602112 150 TCGA 1 100 100 0.0 0.0025 25 6790 -52 1852.6671041886127 1853.6621302312342 150 TCGA 1 100 100 0.0 0.0025 25 6790 -53 1851.954622394925 1854.7659961182867 150 TCGA 1 100 100 0.0 0.0025 25 6790 -54 1851.1095146062532 1852.3923585211212 150 TCGA 1 100 100 0.0 0.0025 25 6790 -55 1850.979493986058 1854.866982618169 150 TCGA 1 100 100 0.0 0.0025 25 6790 -56 1850.5473637717657 1850.552976675369 150 TCGA 1 100 100 0.0 0.0025 25 6790 -57 1850.0935503600604 1851.166218666575 150 TCGA 1 100 100 0.0 0.0025 25 6790 -58 1849.3754430992926 1850.0650647034 150 TCGA 1 100 100 0.0 0.0025 25 6790 -59 1849.0359404894214 1849.581444821765 150 TCGA 1 100 100 0.0 0.0025 25 6790 -60 1848.3178452462912 1849.934007194174 150 TCGA 1 100 100 0.0 0.0025 25 6790 -61 1847.9364460450035 1848.2878657202025 150 TCGA 1 100 100 0.0 0.0025 25 6790 -62 1847.591120658063 1848.6107797287218 150 TCGA 1 100 100 0.0 0.0025 25 6790 -63 1847.1901426267407 1848.4581642342573 150 TCGA 1 100 100 0.0 0.0025 25 6790 -64 1846.6251959338201 1848.2188598019393 150 TCGA 1 100 100 0.0 0.0025 25 6790 -65 1846.3627675573052 1847.352191254122 150 TCGA 1 100 100 0.0 0.0025 25 6790 -66 1845.9832174644125 1847.2374212370446 150 TCGA 1 100 100 0.0 0.0025 25 6790 -67 1845.4459889076932 1847.066849751688 150 TCGA 1 100 100 0.0 0.0025 25 6790 -68 1844.9388753927396 1845.8946588410804 150 TCGA 1 100 100 0.0 0.0025 25 6790 -69 1845.0050135349666 1845.6670044558732 150 TCGA 1 100 100 0.0 0.0025 25 6790 -70 1844.7217439450726 1847.6993813059437 150 TCGA 1 100 100 0.0 0.0025 25 6790 -71 1844.2570201943183 1844.7184892970713 150 TCGA 1 100 100 0.0 0.0025 25 6790 -72 1843.727042469732 1845.1824049446452 150 TCGA 1 100 100 0.0 0.0025 25 6790 -73 1843.542196242082 1844.7124649124528 150 TCGA 1 100 100 0.0 0.0025 25 6790 -74 1843.0578059134625 1844.2748728996546 150 TCGA 1 100 100 0.0 0.0025 25 6790 -75 1842.9240425485414 1843.2573536628454 150 TCGA 1 100 100 0.0 0.0025 25 6790 -76 1842.7468717898464 1843.9316418518374 150 TCGA 1 100 100 0.0 0.0025 25 6790 -77 1842.4326859687187 1843.2162073796717 150 TCGA 1 100 100 0.0 0.0025 25 6790 -78 1842.0006086756334 1843.0869183564305 150 TCGA 1 100 100 0.0 0.0025 25 6790 -79 1841.6675885593615 1842.7708611416458 150 TCGA 1 100 100 0.0 0.0025 25 6790 -80 1841.4062236484 1842.4750706658292 150 TCGA 1 100 100 0.0 0.0025 25 6790 -81 1841.0430082365237 1843.196159017745 150 TCGA 1 100 100 0.0 0.0025 25 6790 -82 1840.8572136782843 1842.6668020277168 150 TCGA 1 100 100 0.0 0.0025 25 6790 -83 1840.5458140687786 1841.9385010992462 150 TCGA 1 100 100 0.0 0.0025 25 6790 -84 1840.5001145354445 1841.3040201005026 150 TCGA 1 100 100 0.0 0.0025 25 6790 -85 1840.330490539803 1841.1562438658134 150 TCGA 1 100 100 0.0 0.0025 25 6790 -86 1839.7861682250173 1841.1075230890783 150 TCGA 1 100 100 0.0 0.0025 25 6790 -87 1839.6261438692716 1840.6209158585898 150 TCGA 1 100 100 0.0 0.0025 25 6790 -88 1839.6444506010237 1840.540233516214 150 TCGA 1 100 100 0.0 0.0025 25 6790 -89 1839.2036454236618 1841.220746064306 150 TCGA 1 100 100 0.0 0.0025 25 6790 -90 1838.987490824629 1839.7511937127042 150 TCGA 1 100 100 0.0 0.0025 25 6790 -91 1838.9796487710507 1840.2760291938207 150 TCGA 1 100 100 0.0 0.0025 25 6790 -92 1838.7398936163836 1840.0753866991206 150 TCGA 1 100 100 0.0 0.0025 25 6790 -93 1838.4413145371668 1839.6542796992776 150 TCGA 1 100 100 0.0 0.0025 25 6790 -94 1838.1074466732998 1839.473677592062 150 TCGA 1 100 100 0.0 0.0025 25 6790 -95 1838.0947300369871 1839.2551030297975 150 TCGA 1 100 100 0.0 0.0025 25 6790 -96 1837.8559240440609 1838.7621297404994 150 TCGA 1 100 100 0.0 0.0025 25 6790 -97 1837.5559947110405 1838.991453237869 150 TCGA 1 100 100 0.0 0.0025 25 6790 -98 1837.5508325361543 1838.6681429608982 150 TCGA 1 100 100 0.0 0.0025 25 6790 -99 1837.4177629786127 1838.8314889879082 150 TCGA 1 100 100 0.0 0.0025 25 6790 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index 6a9bb7e18..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3585.2862027655065 4196.503816690876 150 TCGA 1 100 100 1.0 0.0025 25 4186 -1 2229.389935225751 3193.4077246584484 150 TCGA 1 100 100 1.0 0.0025 25 4186 -2 2059.349606459156 2669.68321956462 150 TCGA 1 100 100 1.0 0.0025 25 4186 -3 2015.943559396452 2228.447060743169 150 TCGA 1 100 100 1.0 0.0025 25 4186 -4 1997.1937449068107 2010.302276151264 150 TCGA 1 100 100 1.0 0.0025 25 4186 -5 1978.1378217020767 1980.4271540809516 150 TCGA 1 100 100 1.0 0.0025 25 4186 -6 1966.3565201706647 2062.2039420736496 150 TCGA 1 100 100 1.0 0.0025 25 4186 -7 1954.9294856527392 2026.079076412335 150 TCGA 1 100 100 1.0 0.0025 25 4186 -8 1946.045137620209 1955.512910622448 150 TCGA 1 100 100 1.0 0.0025 25 4186 -9 1939.1470423231222 1939.948007248155 150 TCGA 1 100 100 1.0 0.0025 25 4186 -10 1933.3007090896724 1940.0714970114243 150 TCGA 1 100 100 1.0 0.0025 25 4186 -11 1925.1411447560151 1923.2227930423603 150 TCGA 1 100 100 1.0 0.0025 25 4186 -12 1922.6372136532136 1932.1157128415516 150 TCGA 1 100 100 1.0 0.0025 25 4186 -13 1918.1214040012574 1925.7767634559516 150 TCGA 1 100 100 1.0 0.0025 25 4186 -14 1913.289008897521 1915.2789024468043 150 TCGA 1 100 100 1.0 0.0025 25 4186 -15 1909.1981861869438 1905.5049834131596 150 TCGA 1 100 100 1.0 0.0025 25 4186 -16 1905.4052844332298 1915.5912828301664 150 TCGA 1 100 100 1.0 0.0025 25 4186 -17 1901.5166156239536 1901.351694385011 150 TCGA 1 100 100 1.0 0.0025 25 4186 -18 1898.6859022945894 1903.772008234532 150 TCGA 1 100 100 1.0 0.0025 25 4186 -19 1897.1302399352694 1894.2638154149654 150 TCGA 1 100 100 1.0 0.0025 25 4186 -20 1894.3148628010895 1897.619753430237 150 TCGA 1 100 100 1.0 0.0025 25 4186 -21 1890.205894002692 1889.6724798307946 150 TCGA 1 100 100 1.0 0.0025 25 4186 -22 1888.4131716006382 1888.3749509265076 150 TCGA 1 100 100 1.0 0.0025 25 4186 -23 1886.1849831496916 1887.717265526853 150 TCGA 1 100 100 1.0 0.0025 25 4186 -24 1884.0977573643866 1885.116788164455 150 TCGA 1 100 100 1.0 0.0025 25 4186 -25 1882.5225765084779 1881.232623076319 150 TCGA 1 100 100 1.0 0.0025 25 4186 -26 1880.316191131561 1880.0671767038316 150 TCGA 1 100 100 1.0 0.0025 25 4186 -27 1879.037280728527 1878.7017589166535 150 TCGA 1 100 100 1.0 0.0025 25 4186 -28 1876.869794428089 1875.9041600826397 150 TCGA 1 100 100 1.0 0.0025 25 4186 -29 1875.7540596588233 1878.2931337596185 150 TCGA 1 100 100 1.0 0.0025 25 4186 -30 1873.8564275449269 1874.0444188717022 150 TCGA 1 100 100 1.0 0.0025 25 4186 -31 1871.8682022954833 1872.401841360121 150 TCGA 1 100 100 1.0 0.0025 25 4186 -32 1870.6272544515946 1871.5660308377826 150 TCGA 1 100 100 1.0 0.0025 25 4186 -33 1869.5468087122367 1870.1228984276854 150 TCGA 1 100 100 1.0 0.0025 25 4186 -34 1868.163122957819 1869.0860601837312 150 TCGA 1 100 100 1.0 0.0025 25 4186 -35 1867.3362919658086 1868.603291113772 150 TCGA 1 100 100 1.0 0.0025 25 4186 -36 1865.3883865991731 1866.4673624470006 150 TCGA 1 100 100 1.0 0.0025 25 4186 -37 1864.544368832036 1864.1666916123586 150 TCGA 1 100 100 1.0 0.0025 25 4186 -38 1863.5463535816812 1865.3570587311558 150 TCGA 1 100 100 1.0 0.0025 25 4186 -39 1862.7408835318142 1864.1336400017667 150 TCGA 1 100 100 1.0 0.0025 25 4186 -40 1861.9564629056674 1862.0285730409862 150 TCGA 1 100 100 1.0 0.0025 25 4186 -41 1861.264249934271 1864.1752138377435 150 TCGA 1 100 100 1.0 0.0025 25 4186 -42 1859.8962997366693 1861.24992700318 150 TCGA 1 100 100 1.0 0.0025 25 4186 -43 1859.227460906979 1859.6891807671168 150 TCGA 1 100 100 1.0 0.0025 25 4186 -44 1858.4002342594563 1858.3297671217415 150 TCGA 1 100 100 1.0 0.0025 25 4186 -45 1857.5616618992162 1858.708251953125 150 TCGA 1 100 100 1.0 0.0025 25 4186 -46 1857.11041836803 1857.7212134893216 150 TCGA 1 100 100 1.0 0.0025 25 4186 -47 1856.2266280519893 1858.4303187077967 150 TCGA 1 100 100 1.0 0.0025 25 4186 -48 1855.375909102949 1856.132546889722 150 TCGA 1 100 100 1.0 0.0025 25 4186 -49 1854.3008618717256 1855.576216654562 150 TCGA 1 100 100 1.0 0.0025 25 4186 -50 1854.130931671582 1855.175747511974 150 TCGA 1 100 100 1.0 0.0025 25 4186 -51 1853.3940938325156 1854.7603796570745 150 TCGA 1 100 100 1.0 0.0025 25 4186 -52 1852.8207296973321 1855.0469492236573 150 TCGA 1 100 100 1.0 0.0025 25 4186 -53 1852.4418983327475 1853.9250163169363 150 TCGA 1 100 100 1.0 0.0025 25 4186 -54 1851.7932463955808 1853.9064812588333 150 TCGA 1 100 100 1.0 0.0025 25 4186 -55 1850.9646723147202 1851.3439818722518 150 TCGA 1 100 100 1.0 0.0025 25 4186 -56 1850.5965632717448 1851.9653596350895 150 TCGA 1 100 100 1.0 0.0025 25 4186 -57 1849.8069498816003 1851.598725438717 150 TCGA 1 100 100 1.0 0.0025 25 4186 -58 1849.7288012687138 1850.531064747566 150 TCGA 1 100 100 1.0 0.0025 25 4186 -59 1849.0775512736188 1850.8084551173838 150 TCGA 1 100 100 1.0 0.0025 25 4186 -60 1848.6414318304 1848.9696922110552 150 TCGA 1 100 100 1.0 0.0025 25 4186 -61 1848.162833921371 1848.4877408281643 150 TCGA 1 100 100 1.0 0.0025 25 4186 -62 1847.5619457852483 1849.1601237388113 150 TCGA 1 100 100 1.0 0.0025 25 4186 -63 1847.2452510983194 1848.3775861730528 150 TCGA 1 100 100 1.0 0.0025 25 4186 -64 1846.7538656325648 1847.520212144708 150 TCGA 1 100 100 1.0 0.0025 25 4186 -65 1846.1880730178582 1849.2781767725346 150 TCGA 1 100 100 1.0 0.0025 25 4186 -66 1845.8560626147807 1847.4099501413316 150 TCGA 1 100 100 1.0 0.0025 25 4186 -67 1845.59540907439 1847.1257870161353 150 TCGA 1 100 100 1.0 0.0025 25 4186 -68 1845.2897020508794 1847.096120249686 150 TCGA 1 100 100 1.0 0.0025 25 4186 -69 1844.767067361775 1846.216182229507 150 TCGA 1 100 100 1.0 0.0025 25 4186 -70 1844.4233668221202 1845.965392759697 150 TCGA 1 100 100 1.0 0.0025 25 4186 -71 1844.2064028174793 1845.588900925526 150 TCGA 1 100 100 1.0 0.0025 25 4186 -72 1843.964932914876 1844.824724820391 150 TCGA 1 100 100 1.0 0.0025 25 4186 -73 1843.4589482675854 1844.4007801458465 150 TCGA 1 100 100 1.0 0.0025 25 4186 -74 1843.152549357882 1844.2904733629082 150 TCGA 1 100 100 1.0 0.0025 25 4186 -75 1843.0700071539009 1844.6771369052292 150 TCGA 1 100 100 1.0 0.0025 25 4186 -76 1842.63396856404 1843.580701971773 150 TCGA 1 100 100 1.0 0.0025 25 4186 -77 1842.202505642022 1843.48985098834 150 TCGA 1 100 100 1.0 0.0025 25 4186 -78 1842.0759924415872 1843.1353673887013 150 TCGA 1 100 100 1.0 0.0025 25 4186 -79 1841.8102159675761 1842.9946779797424 150 TCGA 1 100 100 1.0 0.0025 25 4186 -80 1841.3766792672914 1842.996897328439 150 TCGA 1 100 100 1.0 0.0025 25 4186 -81 1841.0099368695237 1843.2070821637485 150 TCGA 1 100 100 1.0 0.0025 25 4186 -82 1840.9562394075833 1841.9005445930827 150 TCGA 1 100 100 1.0 0.0025 25 4186 -83 1840.650348958406 1841.639997472715 150 TCGA 1 100 100 1.0 0.0025 25 4186 -84 1840.4393005064521 1842.4971813412767 150 TCGA 1 100 100 1.0 0.0025 25 4186 -85 1840.1131372018535 1841.4538095752198 150 TCGA 1 100 100 1.0 0.0025 25 4186 -86 1840.1502573137 1842.915591752709 150 TCGA 1 100 100 1.0 0.0025 25 4186 -87 1839.9521426330627 1841.532759623312 150 TCGA 1 100 100 1.0 0.0025 25 4186 -88 1839.4676589838082 1841.2746766056846 150 TCGA 1 100 100 1.0 0.0025 25 4186 -89 1839.4143369708534 1840.4332661844378 150 TCGA 1 100 100 1.0 0.0025 25 4186 -90 1839.1878414398884 1840.2894372987987 150 TCGA 1 100 100 1.0 0.0025 25 4186 -91 1839.0871912039395 1840.551932636817 150 TCGA 1 100 100 1.0 0.0025 25 4186 -92 1838.7497869662534 1840.0657633872488 150 TCGA 1 100 100 1.0 0.0025 25 4186 -93 1838.471903062955 1839.455611185812 150 TCGA 1 100 100 1.0 0.0025 25 4186 -94 1838.2386816335397 1839.1500391361103 150 TCGA 1 100 100 1.0 0.0025 25 4186 -95 1838.268516645273 1839.551495882734 150 TCGA 1 100 100 1.0 0.0025 25 4186 -96 1837.996656562404 1839.3802459563442 150 TCGA 1 100 100 1.0 0.0025 25 4186 -97 1837.7332193447232 1838.0816098313835 150 TCGA 1 100 100 1.0 0.0025 25 4186 -98 1837.701629553513 1838.327686405661 150 TCGA 1 100 100 1.0 0.0025 25 4186 -99 1837.5272691370933 1838.3887436449827 150 TCGA 1 100 100 1.0 0.0025 25 4186 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index c15e09b5f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3572.6233321099508 3831.149209180669 150 TCGA 1 50 100 0.5 0.0025 25 9687 -1 2210.54333952546 2996.54409130614 150 TCGA 1 50 100 0.5 0.0025 25 9687 -2 2056.091637906997 2398.249325239479 150 TCGA 1 50 100 0.5 0.0025 25 9687 -3 2012.45673719939 2182.567673572943 150 TCGA 1 50 100 0.5 0.0025 25 9687 -4 1993.9435132879646 2107.1962350816584 150 TCGA 1 50 100 0.5 0.0025 25 9687 -5 1973.0000113091148 2032.1459470202576 150 TCGA 1 50 100 0.5 0.0025 25 9687 -6 1963.7448106151112 1995.773765678981 150 TCGA 1 50 100 0.5 0.0025 25 9687 -7 1953.973977958508 1962.8194665956737 150 TCGA 1 50 100 0.5 0.0025 25 9687 -8 1945.9443028549329 1940.905307175526 150 TCGA 1 50 100 0.5 0.0025 25 9687 -9 1939.7263378710043 1980.8428225109924 150 TCGA 1 50 100 0.5 0.0025 25 9687 -10 1932.8081196800833 1942.6402833258087 150 TCGA 1 50 100 0.5 0.0025 25 9687 -11 1926.2449741067599 1931.7032470703125 150 TCGA 1 50 100 0.5 0.0025 25 9687 -12 1921.886600535687 1927.8828775223776 150 TCGA 1 50 100 0.5 0.0025 25 9687 -13 1916.2200077098187 1910.8944821765076 150 TCGA 1 50 100 0.5 0.0025 25 9687 -14 1912.1735288285959 1907.7115864969378 150 TCGA 1 50 100 0.5 0.0025 25 9687 -15 1908.5167512243274 1906.3383874941112 150 TCGA 1 50 100 0.5 0.0025 25 9687 -16 1905.1942203801475 1915.1278573040986 150 TCGA 1 50 100 0.5 0.0025 25 9687 -17 1900.6286771246093 1902.0987370936714 150 TCGA 1 50 100 0.5 0.0025 25 9687 -18 1898.4317931617952 1900.25086246663 150 TCGA 1 50 100 0.5 0.0025 25 9687 -19 1895.7784925244298 1897.7738932700613 150 TCGA 1 50 100 0.5 0.0025 25 9687 -20 1891.2153553988787 1894.8595964441347 150 TCGA 1 50 100 0.5 0.0025 25 9687 -21 1889.9056475784432 1887.8673095703125 150 TCGA 1 50 100 0.5 0.0025 25 9687 -22 1886.7210943522443 1887.7651489871232 150 TCGA 1 50 100 0.5 0.0025 25 9687 -23 1885.5438375216481 1887.8862028649105 150 TCGA 1 50 100 0.5 0.0025 25 9687 -24 1883.6833478925696 1880.8028312951476 150 TCGA 1 50 100 0.5 0.0025 25 9687 -25 1880.9166885037043 1883.2090125922582 150 TCGA 1 50 100 0.5 0.0025 25 9687 -26 1878.773208769747 1876.214196593318 150 TCGA 1 50 100 0.5 0.0025 25 9687 -27 1877.4428407907726 1875.7860015409076 150 TCGA 1 50 100 0.5 0.0025 25 9687 -28 1875.750416638689 1874.9804748841866 150 TCGA 1 50 100 0.5 0.0025 25 9687 -29 1874.4626836681994 1875.590390919441 150 TCGA 1 50 100 0.5 0.0025 25 9687 -30 1872.9015147782607 1872.3925223039023 150 TCGA 1 50 100 0.5 0.0025 25 9687 -31 1871.6729691772937 1875.1013189727937 150 TCGA 1 50 100 0.5 0.0025 25 9687 -32 1870.1363557955426 1869.097307214785 150 TCGA 1 50 100 0.5 0.0025 25 9687 -33 1869.411653277038 1871.2090481705402 150 TCGA 1 50 100 0.5 0.0025 25 9687 -34 1867.9596638892933 1867.7698048347204 150 TCGA 1 50 100 0.5 0.0025 25 9687 -35 1866.7132845773324 1866.0922041849874 150 TCGA 1 50 100 0.5 0.0025 25 9687 -36 1865.8231054562145 1866.5273357755575 150 TCGA 1 50 100 0.5 0.0025 25 9687 -37 1864.499466114404 1864.835987186911 150 TCGA 1 50 100 0.5 0.0025 25 9687 -38 1863.1342671927976 1866.237877007106 150 TCGA 1 50 100 0.5 0.0025 25 9687 -39 1862.2585477559664 1862.6880974697708 150 TCGA 1 50 100 0.5 0.0025 25 9687 -40 1861.7231783359655 1863.5671711830637 150 TCGA 1 50 100 0.5 0.0025 25 9687 -41 1860.4386000634836 1861.209730905504 150 TCGA 1 50 100 0.5 0.0025 25 9687 -42 1859.71287000971 1859.3408319674545 150 TCGA 1 50 100 0.5 0.0025 25 9687 -43 1859.4359194762687 1858.1843470281092 150 TCGA 1 50 100 0.5 0.0025 25 9687 -44 1857.9677103925915 1857.5552426438835 150 TCGA 1 50 100 0.5 0.0025 25 9687 -45 1857.2765832869704 1858.3500007361024 150 TCGA 1 50 100 0.5 0.0025 25 9687 -46 1856.489116598445 1857.8352308417086 150 TCGA 1 50 100 0.5 0.0025 25 9687 -47 1855.911429097682 1855.4902570714903 150 TCGA 1 50 100 0.5 0.0025 25 9687 -48 1855.4580064908323 1856.3975063304806 150 TCGA 1 50 100 0.5 0.0025 25 9687 -49 1854.3988556102365 1855.0073389407978 150 TCGA 1 50 100 0.5 0.0025 25 9687 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index ee73e0b88..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3585.7301841145686 4799.301637582444 150 TCGA 1 50 100 0.0 0.0025 25 952 -1 2216.033863495551 3010.329739517902 150 TCGA 1 50 100 0.0 0.0025 25 952 -2 2058.035803921641 2392.8712017116836 150 TCGA 1 50 100 0.0 0.0025 25 952 -3 2018.1607754172219 2156.453620642274 150 TCGA 1 50 100 0.0 0.0025 25 952 -4 1991.7246439836163 2055.4898074356156 150 TCGA 1 50 100 0.0 0.0025 25 952 -5 1977.4993716356064 2026.9632372065405 150 TCGA 1 50 100 0.0 0.0025 25 952 -6 1963.182797002425 1977.193639093907 150 TCGA 1 50 100 0.0 0.0025 25 952 -7 1955.8633967664762 1958.4400186970006 150 TCGA 1 50 100 0.0 0.0025 25 952 -8 1944.9802001653366 1940.2331340540593 150 TCGA 1 50 100 0.0 0.0025 25 952 -9 1938.8371178309478 1956.314144575416 150 TCGA 1 50 100 0.0 0.0025 25 952 -10 1932.3915416786933 1960.0008735081658 150 TCGA 1 50 100 0.0 0.0025 25 952 -11 1926.3912133328522 1957.1940875029445 150 TCGA 1 50 100 0.0 0.0025 25 952 -12 1921.8014635030067 1914.063382096027 150 TCGA 1 50 100 0.0 0.0025 25 952 -13 1917.0347110523896 1912.3652883558418 150 TCGA 1 50 100 0.0 0.0025 25 952 -14 1910.0146004214512 1909.6753794607805 150 TCGA 1 50 100 0.0 0.0025 25 952 -15 1906.4809172994685 1902.7643552233826 150 TCGA 1 50 100 0.0 0.0025 25 952 -16 1903.6097364965353 1899.1215347980135 150 TCGA 1 50 100 0.0 0.0025 25 952 -17 1901.1222714376124 1910.6556543704853 150 TCGA 1 50 100 0.0 0.0025 25 952 -18 1897.9148340405118 1899.1016851837312 150 TCGA 1 50 100 0.0 0.0025 25 952 -19 1896.0508817784926 1893.9585543685223 150 TCGA 1 50 100 0.0 0.0025 25 952 -20 1892.7592565649547 1886.7536890997958 150 TCGA 1 50 100 0.0 0.0025 25 952 -21 1890.4171169011477 1887.707190125432 150 TCGA 1 50 100 0.0 0.0025 25 952 -22 1887.7239967343637 1883.8440199042086 150 TCGA 1 50 100 0.0 0.0025 25 952 -23 1885.5379701893914 1882.107175894119 150 TCGA 1 50 100 0.0 0.0025 25 952 -24 1883.6902725180553 1882.2596386473383 150 TCGA 1 50 100 0.0 0.0025 25 952 -25 1882.3586282441627 1878.848698448296 150 TCGA 1 50 100 0.0 0.0025 25 952 -26 1880.041097500266 1881.611164342219 150 TCGA 1 50 100 0.0 0.0025 25 952 -27 1878.5383664580484 1878.2587387621702 150 TCGA 1 50 100 0.0 0.0025 25 952 -28 1876.8701652307998 1872.5411971969222 150 TCGA 1 50 100 0.0 0.0025 25 952 -29 1875.26792472893 1871.7714162855293 150 TCGA 1 50 100 0.0 0.0025 25 952 -30 1873.5896373518424 1872.0182835564542 150 TCGA 1 50 100 0.0 0.0025 25 952 -31 1872.0515226510397 1870.3420005299938 150 TCGA 1 50 100 0.0 0.0025 25 952 -32 1870.7588054539037 1874.809762925958 150 TCGA 1 50 100 0.0 0.0025 25 952 -33 1869.7502705876032 1866.81297907997 150 TCGA 1 50 100 0.0 0.0025 25 952 -34 1868.4864489145211 1865.9621361200534 150 TCGA 1 50 100 0.0 0.0025 25 952 -35 1867.0903103804267 1864.845462664887 150 TCGA 1 50 100 0.0 0.0025 25 952 -36 1866.1818198676567 1861.5979028442996 150 TCGA 1 50 100 0.0 0.0025 25 952 -37 1865.2097364447588 1862.7068938442212 150 TCGA 1 50 100 0.0 0.0025 25 952 -38 1864.3243860431462 1860.3770561793342 150 TCGA 1 50 100 0.0 0.0025 25 952 -39 1863.1007751948546 1861.1006718161118 150 TCGA 1 50 100 0.0 0.0025 25 952 -40 1862.0406838864244 1860.7471402422268 150 TCGA 1 50 100 0.0 0.0025 25 952 -41 1861.6616529500275 1858.5263788424545 150 TCGA 1 50 100 0.0 0.0025 25 952 -42 1860.2786819725407 1857.6264679108433 150 TCGA 1 50 100 0.0 0.0025 25 952 -43 1859.471649834162 1855.822823222558 150 TCGA 1 50 100 0.0 0.0025 25 952 -44 1858.9293512241532 1855.991464279405 150 TCGA 1 50 100 0.0 0.0025 25 952 -45 1857.8049874367998 1856.997624229546 150 TCGA 1 50 100 0.0 0.0025 25 952 -46 1856.9328147154965 1854.5771386228016 150 TCGA 1 50 100 0.0 0.0025 25 952 -47 1856.2881440227486 1854.0830225345478 150 TCGA 1 50 100 0.0 0.0025 25 952 -48 1855.8439329215253 1852.2446239989008 150 TCGA 1 50 100 0.0 0.0025 25 952 -49 1854.863382745899 1852.3233415613222 150 TCGA 1 50 100 0.0 0.0025 25 952 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 7463f0376..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3582.693655701058 4524.117486848304 150 TCGA 1 50 100 1.0 0.0025 25 7377 -1 2222.778233409447 3133.665978819881 150 TCGA 1 50 100 1.0 0.0025 25 7377 -2 2059.242162660824 2448.8040115126414 150 TCGA 1 50 100 1.0 0.0025 25 7377 -3 2013.087430303152 2240.930753621624 150 TCGA 1 50 100 1.0 0.0025 25 7377 -4 1995.166150857487 2101.1430884893216 150 TCGA 1 50 100 1.0 0.0025 25 7377 -5 1977.3316742089833 2059.7122661648086 150 TCGA 1 50 100 1.0 0.0025 25 7377 -6 1963.8142994981697 1970.390992437775 150 TCGA 1 50 100 1.0 0.0025 25 7377 -7 1950.6350585719492 1995.1126494287846 150 TCGA 1 50 100 1.0 0.0025 25 7377 -8 1943.4737041553012 1952.7686460868797 150 TCGA 1 50 100 1.0 0.0025 25 7377 -9 1938.1364549478658 1942.8947434928548 150 TCGA 1 50 100 1.0 0.0025 25 7377 -10 1930.997753192277 1929.3624979143765 150 TCGA 1 50 100 1.0 0.0025 25 7377 -11 1923.402978913488 1919.2503913611024 150 TCGA 1 50 100 1.0 0.0025 25 7377 -12 1921.01374689667 1925.404489488458 150 TCGA 1 50 100 1.0 0.0025 25 7377 -13 1915.465591459618 1920.2188377188677 150 TCGA 1 50 100 1.0 0.0025 25 7377 -14 1910.5932587620296 1910.4905858638897 150 TCGA 1 50 100 1.0 0.0025 25 7377 -15 1907.056611112298 1907.8377170275205 150 TCGA 1 50 100 1.0 0.0025 25 7377 -16 1904.0815512530173 1902.445672576751 150 TCGA 1 50 100 1.0 0.0025 25 7377 -17 1901.5192381667964 1900.2451251619425 150 TCGA 1 50 100 1.0 0.0025 25 7377 -18 1897.8552703908517 1903.2871995475423 150 TCGA 1 50 100 1.0 0.0025 25 7377 -19 1894.4665679948673 1900.495406107687 150 TCGA 1 50 100 1.0 0.0025 25 7377 -20 1891.2896719795344 1897.3135986328125 150 TCGA 1 50 100 1.0 0.0025 25 7377 -21 1888.9321088904794 1889.4927475512327 150 TCGA 1 50 100 1.0 0.0025 25 7377 -22 1886.375080853358 1887.3052733148163 150 TCGA 1 50 100 1.0 0.0025 25 7377 -23 1883.9555699761152 1887.93835326535 150 TCGA 1 50 100 1.0 0.0025 25 7377 -24 1882.9493473196471 1883.4069462301743 150 TCGA 1 50 100 1.0 0.0025 25 7377 -25 1881.202148410249 1881.2109381134187 150 TCGA 1 50 100 1.0 0.0025 25 7377 -26 1878.6977118581437 1881.4080344348697 150 TCGA 1 50 100 1.0 0.0025 25 7377 -27 1877.2506290865417 1880.4182754593278 150 TCGA 1 50 100 1.0 0.0025 25 7377 -28 1875.2594868212568 1877.4278926370132 150 TCGA 1 50 100 1.0 0.0025 25 7377 -29 1873.9744894438816 1873.1159250844064 150 TCGA 1 50 100 1.0 0.0025 25 7377 -30 1872.880843528614 1872.2802059614478 150 TCGA 1 50 100 1.0 0.0025 25 7377 -31 1871.2482560391218 1871.3210651646907 150 TCGA 1 50 100 1.0 0.0025 25 7377 -32 1870.1589462019688 1869.4772243787295 150 TCGA 1 50 100 1.0 0.0025 25 7377 -33 1869.2261350290864 1873.7450000245367 150 TCGA 1 50 100 1.0 0.0025 25 7377 -34 1867.1549298992938 1867.8248444370288 150 TCGA 1 50 100 1.0 0.0025 25 7377 -35 1866.6962855062602 1866.8250192613457 150 TCGA 1 50 100 1.0 0.0025 25 7377 -36 1864.793271602644 1865.5824477612673 150 TCGA 1 50 100 1.0 0.0025 25 7377 -37 1864.0055161093026 1865.5421430884894 150 TCGA 1 50 100 1.0 0.0025 25 7377 -38 1863.3433162341335 1865.1838440248116 150 TCGA 1 50 100 1.0 0.0025 25 7377 -39 1862.2303629484622 1861.8492738349953 150 TCGA 1 50 100 1.0 0.0025 25 7377 -40 1861.739137649749 1862.393625844064 150 TCGA 1 50 100 1.0 0.0025 25 7377 -41 1860.3441868860923 1862.825517970713 150 TCGA 1 50 100 1.0 0.0025 25 7377 -42 1859.4152621381954 1859.6305569596027 150 TCGA 1 50 100 1.0 0.0025 25 7377 -43 1858.654119199269 1860.3570857215766 150 TCGA 1 50 100 1.0 0.0025 25 7377 -44 1858.022262087836 1857.3235654591315 150 TCGA 1 50 100 1.0 0.0025 25 7377 -45 1856.7688322104518 1858.2793980890783 150 TCGA 1 50 100 1.0 0.0025 25 7377 -46 1856.3790425316458 1857.6216685232805 150 TCGA 1 50 100 1.0 0.0025 25 7377 -47 1855.6897789501347 1856.4662190346262 150 TCGA 1 50 100 1.0 0.0025 25 7377 -48 1854.8050881287977 1857.663775420069 150 TCGA 1 50 100 1.0 0.0025 25 7377 -49 1854.0010382448647 1854.4360682808574 150 TCGA 1 50 100 1.0 0.0025 25 7377 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 9b34397b4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2710.123576754717 2342.5202538571766 50 TCGA 1 100 100 0.5 0.0025 25 6677 -1 2008.7410763999103 2029.9751246466708 50 TCGA 1 100 100 0.5 0.0025 25 6677 -2 1963.2279900100457 1946.5093123086133 50 TCGA 1 100 100 0.5 0.0025 25 6677 -3 1939.2218371975807 1951.94564558633 50 TCGA 1 100 100 0.5 0.0025 25 6677 -4 1923.2589536169328 1904.8870886414495 50 TCGA 1 100 100 0.5 0.0025 25 6677 -5 1910.0202712748703 1898.502038390193 50 TCGA 1 100 100 0.5 0.0025 25 6677 -6 1900.497859620585 1890.8970481067447 50 TCGA 1 100 100 0.5 0.0025 25 6677 -7 1893.2780459233993 1896.0828145856235 50 TCGA 1 100 100 0.5 0.0025 25 6677 -8 1887.2506875805536 1878.673069326123 50 TCGA 1 100 100 0.5 0.0025 25 6677 -9 1882.6634290805684 1873.4274736720713 50 TCGA 1 100 100 0.5 0.0025 25 6677 -10 1877.401683311322 1870.2568169215217 50 TCGA 1 100 100 0.5 0.0025 25 6677 -11 1874.6109297580253 1867.4873003935695 50 TCGA 1 100 100 0.5 0.0025 25 6677 -12 1871.7444725134553 1865.599693413356 50 TCGA 1 100 100 0.5 0.0025 25 6677 -13 1868.288101157116 1860.5635648947864 50 TCGA 1 100 100 0.5 0.0025 25 6677 -14 1865.6467197544673 1858.9678470477386 50 TCGA 1 100 100 0.5 0.0025 25 6677 -15 1863.1155045402145 1856.6438497418735 50 TCGA 1 100 100 0.5 0.0025 25 6677 -16 1861.0950980873588 1853.884031362869 50 TCGA 1 100 100 0.5 0.0025 25 6677 -17 1859.0661440284168 1852.2666537030857 50 TCGA 1 100 100 0.5 0.0025 25 6677 -18 1857.3027503985168 1850.764443555669 50 TCGA 1 100 100 0.5 0.0025 25 6677 -19 1855.8562514633722 1852.2128084269002 50 TCGA 1 100 100 0.5 0.0025 25 6677 -20 1854.0036928756174 1847.5948099874372 50 TCGA 1 100 100 0.5 0.0025 25 6677 -21 1852.9460498270332 1846.7337394982726 50 TCGA 1 100 100 0.5 0.0025 25 6677 -22 1851.7278625576846 1850.6383970634422 50 TCGA 1 100 100 0.5 0.0025 25 6677 -23 1850.2994364872484 1844.0125088332286 50 TCGA 1 100 100 0.5 0.0025 25 6677 -24 1849.5419260087403 1844.3084643186637 50 TCGA 1 100 100 0.5 0.0025 25 6677 -25 1848.693657336111 1842.4466448453204 50 TCGA 1 100 100 0.5 0.0025 25 6677 -26 1847.806404945773 1841.3865758234533 50 TCGA 1 100 100 0.5 0.0025 25 6677 -27 1847.0054582284356 1839.719357897888 50 TCGA 1 100 100 0.5 0.0025 25 6677 -28 1846.5762564072268 1839.574867133519 50 TCGA 1 100 100 0.5 0.0025 25 6677 -29 1845.302372456076 1838.6860382233433 50 TCGA 1 100 100 0.5 0.0025 25 6677 -30 1844.8745952018178 1840.224064045815 50 TCGA 1 100 100 0.5 0.0025 25 6677 -31 1844.4311247794858 1837.6572388308732 50 TCGA 1 100 100 0.5 0.0025 25 6677 -32 1843.785467918303 1837.3011762916144 50 TCGA 1 100 100 0.5 0.0025 25 6677 -33 1843.1739926794328 1837.766489306886 50 TCGA 1 100 100 0.5 0.0025 25 6677 -34 1842.5359690210917 1835.7289658742934 50 TCGA 1 100 100 0.5 0.0025 25 6677 -35 1842.0700908549757 1835.9758073816347 50 TCGA 1 100 100 0.5 0.0025 25 6677 -36 1841.809707929439 1835.0661118090452 50 TCGA 1 100 100 0.5 0.0025 25 6677 -37 1841.353750963591 1835.5594353603958 50 TCGA 1 100 100 0.5 0.0025 25 6677 -38 1840.7476221427999 1834.4666404532427 50 TCGA 1 100 100 0.5 0.0025 25 6677 -39 1840.6966328050878 1834.4899675378847 50 TCGA 1 100 100 0.5 0.0025 25 6677 -40 1840.4483418984662 1833.970592709642 50 TCGA 1 100 100 0.5 0.0025 25 6677 -41 1840.1030384212322 1833.5252145738457 50 TCGA 1 100 100 0.5 0.0025 25 6677 -42 1839.669426467645 1833.369595168224 50 TCGA 1 100 100 0.5 0.0025 25 6677 -43 1839.5708907636524 1834.373824076437 50 TCGA 1 100 100 0.5 0.0025 25 6677 -44 1839.4379134503363 1832.532957144119 50 TCGA 1 100 100 0.5 0.0025 25 6677 -45 1838.681914251076 1834.496174107844 50 TCGA 1 100 100 0.5 0.0025 25 6677 -46 1838.7743195564517 1833.14606909057 50 TCGA 1 100 100 0.5 0.0025 25 6677 -47 1838.6572237692849 1832.3300400930434 50 TCGA 1 100 100 0.5 0.0025 25 6677 -48 1838.2354875716371 1832.177968087508 50 TCGA 1 100 100 0.5 0.0025 25 6677 -49 1838.16264059001 1834.2849900135443 50 TCGA 1 100 100 0.5 0.0025 25 6677 -50 1838.0910443692271 1831.8564931591552 50 TCGA 1 100 100 0.5 0.0025 25 6677 -51 1837.513651355088 1832.07883227171 50 TCGA 1 100 100 0.5 0.0025 25 6677 -52 1837.8263062218334 1832.2390952565563 50 TCGA 1 100 100 0.5 0.0025 25 6677 -53 1837.465656834477 1831.7447209190484 50 TCGA 1 100 100 0.5 0.0025 25 6677 -54 1837.168423362789 1832.6042689031092 50 TCGA 1 100 100 0.5 0.0025 25 6677 -55 1837.5913992846754 1832.1967362447 50 TCGA 1 100 100 0.5 0.0025 25 6677 -56 1837.2384240991078 1831.1545091178548 50 TCGA 1 100 100 0.5 0.0025 25 6677 -57 1836.9950172312758 1831.6468131673994 50 TCGA 1 100 100 0.5 0.0025 25 6677 -58 1836.7020821769877 1831.325965152913 50 TCGA 1 100 100 0.5 0.0025 25 6677 -59 1836.8280629224976 1831.3751668498744 50 TCGA 1 100 100 0.5 0.0025 25 6677 -60 1837.1547375625898 1830.9787125323885 50 TCGA 1 100 100 0.5 0.0025 25 6677 -61 1836.6982514936751 1831.0845266370918 50 TCGA 1 100 100 0.5 0.0025 25 6677 -62 1836.4719295099333 1830.523589014408 50 TCGA 1 100 100 0.5 0.0025 25 6677 -63 1836.694120601054 1830.3609410578283 50 TCGA 1 100 100 0.5 0.0025 25 6677 -64 1836.1949971392028 1830.6332572285255 50 TCGA 1 100 100 0.5 0.0025 25 6677 -65 1836.4678883272059 1830.9778930050643 50 TCGA 1 100 100 0.5 0.0025 25 6677 -66 1836.2560168714551 1830.331703071019 50 TCGA 1 100 100 0.5 0.0025 25 6677 -67 1836.156604288678 1829.9650461781564 50 TCGA 1 100 100 0.5 0.0025 25 6677 -68 1836.0320479329882 1830.1711352171012 50 TCGA 1 100 100 0.5 0.0025 25 6677 -69 1835.962453684406 1830.2278157143137 50 TCGA 1 100 100 0.5 0.0025 25 6677 -70 1836.0123704820223 1829.514079798406 50 TCGA 1 100 100 0.5 0.0025 25 6677 -71 1835.872808061922 1829.189155616952 50 TCGA 1 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1830.4953410853093 50 TCGA 1 100 100 0.5 0.0025 25 6677 -85 1835.4030229236573 1829.5534324454302 50 TCGA 1 100 100 0.5 0.0025 25 6677 -86 1835.0433915473877 1829.878443118915 50 TCGA 1 100 100 0.5 0.0025 25 6677 -87 1835.5695410003646 1830.008393407467 50 TCGA 1 100 100 0.5 0.0025 25 6677 -88 1835.298222569592 1828.8451602494897 50 TCGA 1 100 100 0.5 0.0025 25 6677 -89 1835.247166358223 1829.2490369327104 50 TCGA 1 100 100 0.5 0.0025 25 6677 -90 1835.2153201634922 1829.7987539013427 50 TCGA 1 100 100 0.5 0.0025 25 6677 -91 1835.3069003667533 1828.790702168067 50 TCGA 1 100 100 0.5 0.0025 25 6677 -92 1835.3236085755682 1829.319048857569 50 TCGA 1 100 100 0.5 0.0025 25 6677 -93 1835.1387845573847 1830.9087545883715 50 TCGA 1 100 100 0.5 0.0025 25 6677 -94 1835.34119574786 1829.2223759176743 50 TCGA 1 100 100 0.5 0.0025 25 6677 -95 1835.1345368129944 1828.82917455932 50 TCGA 1 100 100 0.5 0.0025 25 6677 -96 1835.1392008690632 1828.9074829714982 50 TCGA 1 100 100 0.5 0.0025 25 6677 -97 1835.4281548969393 1830.513322839785 50 TCGA 1 100 100 0.5 0.0025 25 6677 -98 1835.2804502957047 1829.4134484679255 50 TCGA 1 100 100 0.5 0.0025 25 6677 -99 1835.180901254151 1829.435673239243 50 TCGA 1 100 100 0.5 0.0025 25 6677 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index d651bfe10..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2696.074444169271 2433.305703321294 50 TCGA 1 100 100 0.0 0.0025 25 4776 -1 2009.415429840105 2097.1337540976365 50 TCGA 1 100 100 0.0 0.0025 25 4776 -2 1962.3940261277069 1952.0670883715452 50 TCGA 1 100 100 0.0 0.0025 25 4776 -3 1938.24049881753 1924.0360156495367 50 TCGA 1 100 100 0.0 0.0025 25 4776 -4 1923.1822855443024 1916.5168426360317 50 TCGA 1 100 100 0.0 0.0025 25 4776 -5 1910.2489347222634 1901.9565527834484 50 TCGA 1 100 100 0.0 0.0025 25 4776 -6 1902.179180865283 1901.4590960171954 50 TCGA 1 100 100 0.0 0.0025 25 4776 -7 1894.703235584067 1890.8342555060458 50 TCGA 1 100 100 0.0 0.0025 25 4776 -8 1888.3962387355766 1886.0470136326162 50 TCGA 1 100 100 0.0 0.0025 25 4776 -9 1882.9003965656916 1879.2878209406408 50 TCGA 1 100 100 0.0 0.0025 25 4776 -10 1878.1790953247737 1876.2297890821294 50 TCGA 1 100 100 0.0 0.0025 25 4776 -11 1874.554385451257 1874.565962748312 50 TCGA 1 100 100 0.0 0.0025 25 4776 -12 1870.6503343383094 1869.7830970035725 50 TCGA 1 100 100 0.0 0.0025 25 4776 -13 1867.9757962189078 1867.253959617423 50 TCGA 1 100 100 0.0 0.0025 25 4776 -14 1865.2026052576102 1864.4370227602858 50 TCGA 1 100 100 0.0 0.0025 25 4776 -15 1863.0743639290579 1861.7365495691347 50 TCGA 1 100 100 0.0 0.0025 25 4776 -16 1860.6010773934775 1858.930129774851 50 TCGA 1 100 100 0.0 0.0025 25 4776 -17 1858.7517706939905 1860.4370890095006 50 TCGA 1 100 100 0.0 0.0025 25 4776 -18 1857.2143257516664 1856.0619749136306 50 TCGA 1 100 100 0.0 0.0025 25 4776 -19 1854.9233209043891 1854.484353530347 50 TCGA 1 100 100 0.0 0.0025 25 4776 -20 1853.7389680266526 1853.5761313893688 50 TCGA 1 100 100 0.0 0.0025 25 4776 -21 1852.329154701714 1852.165710755928 50 TCGA 1 100 100 0.0 0.0025 25 4776 -22 1851.2528679097572 1849.893014879083 50 TCGA 1 100 100 0.0 0.0025 25 4776 -23 1850.1054913137277 1849.8082005486417 50 TCGA 1 100 100 0.0 0.0025 25 4776 -24 1848.9709724454372 1848.4889658252198 50 TCGA 1 100 100 0.0 0.0025 25 4776 -25 1848.1860593959068 1848.0463499136306 50 TCGA 1 100 100 0.0 0.0025 25 4776 -26 1846.9614498165254 1847.6750408536825 50 TCGA 1 100 100 0.0 0.0025 25 4776 -27 1846.3210943413442 1846.608061670658 50 TCGA 1 100 100 0.0 0.0025 25 4776 -28 1845.7502409522722 1845.0325719172033 50 TCGA 1 100 100 0.0 0.0025 25 4776 -29 1845.1801780294475 1844.5405739635678 50 TCGA 1 100 100 0.0 0.0025 25 4776 -30 1844.2865883654442 1844.335650420069 50 TCGA 1 100 100 0.0 0.0025 25 4776 -31 1843.6683333395101 1843.6887256104742 50 TCGA 1 100 100 0.0 0.0025 25 4776 -32 1842.839606394844 1845.0139982137248 50 TCGA 1 100 100 0.0 0.0025 25 4776 -33 1842.3965027148415 1843.2829111377198 50 TCGA 1 100 100 0.0 0.0025 25 4776 -34 1842.0637769489392 1842.0286668940405 50 TCGA 1 100 100 0.0 0.0025 25 4776 -35 1841.421421409119 1841.2228188059437 50 TCGA 1 100 100 0.0 0.0025 25 4776 -36 1841.0685803796287 1841.056933225699 50 TCGA 1 100 100 0.0 0.0025 25 4776 -37 1840.7909741900385 1841.272056694606 50 TCGA 1 100 100 0.0 0.0025 25 4776 -38 1840.4371292245403 1839.846594422307 50 TCGA 1 100 100 0.0 0.0025 25 4776 -39 1840.0744321516336 1839.7736258195273 50 TCGA 1 100 100 0.0 0.0025 25 4776 -40 1839.4440363549616 1839.0210592758715 50 TCGA 1 100 100 0.0 0.0025 25 4776 -41 1839.2830081177099 1839.5979924034234 50 TCGA 1 100 100 0.0 0.0025 25 4776 -42 1839.1167688856222 1839.222713297935 50 TCGA 1 100 100 0.0 0.0025 25 4776 -43 1838.887378384777 1838.7320483030387 50 TCGA 1 100 100 0.0 0.0025 25 4776 -44 1838.4073097594337 1840.6242602171012 50 TCGA 1 100 100 0.0 0.0025 25 4776 -45 1838.37611080033 1838.0974967611494 50 TCGA 1 100 100 0.0 0.0025 25 4776 -46 1838.1239757620872 1838.191848524851 50 TCGA 1 100 100 0.0 0.0025 25 4776 -47 1837.7233272483936 1838.009184717533 50 TCGA 1 100 100 0.0 0.0025 25 4776 -48 1837.5200609934625 1838.4833800349404 50 TCGA 1 100 100 0.0 0.0025 25 4776 -49 1837.444689422277 1838.0578919990578 50 TCGA 1 100 100 0.0 0.0025 25 4776 -50 1837.394158512477 1837.0402819762876 50 TCGA 1 100 100 0.0 0.0025 25 4776 -51 1836.9746136261372 1838.154526906996 50 TCGA 1 100 100 0.0 0.0025 25 4776 -52 1837.250629713312 1836.5472479585428 50 TCGA 1 100 100 0.0 0.0025 25 4776 -53 1836.7759724176412 1837.173763716041 50 TCGA 1 100 100 0.0 0.0025 25 4776 -54 1836.5948429782552 1836.4103678794363 50 TCGA 1 100 100 0.0 0.0025 25 4776 -55 1836.8613742334874 1837.211031966473 50 TCGA 1 100 100 0.0 0.0025 25 4776 -56 1836.5993192348913 1836.5191104448022 50 TCGA 1 100 100 0.0 0.0025 25 4776 -57 1836.5721532968766 1836.149823826162 50 TCGA 1 100 100 0.0 0.0025 25 4776 -58 1836.219795043959 1836.5457978368404 50 TCGA 1 100 100 0.0 0.0025 25 4776 -59 1836.3514479645555 1836.5719975610475 50 TCGA 1 100 100 0.0 0.0025 25 4776 -60 1836.0728548843822 1836.3512766469064 50 TCGA 1 100 100 0.0 0.0025 25 4776 -61 1836.2947521292747 1836.1393141243327 50 TCGA 1 100 100 0.0 0.0025 25 4776 -62 1835.6445711044105 1835.78098991049 50 TCGA 1 100 100 0.0 0.0025 25 4776 -63 1835.9165177769473 1836.0788157094064 50 TCGA 1 100 100 0.0 0.0025 25 4776 -64 1835.7678452517414 1836.028607392431 50 TCGA 1 100 100 0.0 0.0025 25 4776 -65 1835.5903014148873 1835.850539931101 50 TCGA 1 100 100 0.0 0.0025 25 4776 -66 1835.8975445431968 1835.5078756821215 50 TCGA 1 100 100 0.0 0.0025 25 4776 -67 1835.7354658935628 1835.4572674161825 50 TCGA 1 100 100 0.0 0.0025 25 4776 -68 1835.6741721537219 1836.721636748194 50 TCGA 1 100 100 0.0 0.0025 25 4776 -69 1835.4339352307647 1835.866066784116 50 TCGA 1 100 100 0.0 0.0025 25 4776 -70 1835.6283810029327 1835.6341196951555 50 TCGA 1 100 100 0.0 0.0025 25 4776 -71 1835.2703329572348 1835.5606548366834 50 TCGA 1 100 100 0.0 0.0025 25 4776 -72 1835.5998014255697 1835.975213592376 50 TCGA 1 100 100 0.0 0.0025 25 4776 -73 1835.1191387991912 1836.9102390615185 50 TCGA 1 100 100 0.0 0.0025 25 4776 -74 1835.5299580085755 1835.3233679383245 50 TCGA 1 100 100 0.0 0.0025 25 4776 -75 1835.3023749222805 1835.6382498429648 50 TCGA 1 100 100 0.0 0.0025 25 4776 -76 1835.258007411912 1835.3041329695352 50 TCGA 1 100 100 0.0 0.0025 25 4776 -77 1834.9974692653686 1835.3770985052215 50 TCGA 1 100 100 0.0 0.0025 25 4776 -78 1835.002930368772 1835.4465479251728 50 TCGA 1 100 100 0.0 0.0025 25 4776 -79 1834.7822213303311 1835.608956035058 50 TCGA 1 100 100 0.0 0.0025 25 4776 -80 1835.3899411936932 1835.690525994229 50 TCGA 1 100 100 0.0 0.0025 25 4776 -81 1835.0702800442032 1836.9030148300094 50 TCGA 1 100 100 0.0 0.0025 25 4776 -82 1835.0454478714666 1834.8486518284783 50 TCGA 1 100 100 0.0 0.0025 25 4776 -83 1835.0953917292056 1835.479714858472 50 TCGA 1 100 100 0.0 0.0025 25 4776 -84 1834.666223739963 1835.251732294284 50 TCGA 1 100 100 0.0 0.0025 25 4776 -85 1834.8611595919388 1835.849579317486 50 TCGA 1 100 100 0.0 0.0025 25 4776 -86 1834.9374068019938 1837.4310977494897 50 TCGA 1 100 100 0.0 0.0025 25 4776 -87 1834.6903083257102 1834.8597344633322 50 TCGA 1 100 100 0.0 0.0025 25 4776 -88 1834.9217746622635 1835.7491602298603 50 TCGA 1 100 100 0.0 0.0025 25 4776 -89 1835.0309458938157 1834.679997276421 50 TCGA 1 100 100 0.0 0.0025 25 4776 -90 1834.7255221431922 1835.0835010010992 50 TCGA 1 100 100 0.0 0.0025 25 4776 -91 1834.7399888854566 1834.8048150910804 50 TCGA 1 100 100 0.0 0.0025 25 4776 -92 1834.509182101928 1834.7551797071294 50 TCGA 1 100 100 0.0 0.0025 25 4776 -93 1834.852263637866 1835.0813337929883 50 TCGA 1 100 100 0.0 0.0025 25 4776 -94 1834.767549879464 1834.735550923563 50 TCGA 1 100 100 0.0 0.0025 25 4776 -95 1834.6939747543497 1834.549706540515 50 TCGA 1 100 100 0.0 0.0025 25 4776 -96 1834.482408385815 1834.4393224668263 50 TCGA 1 100 100 0.0 0.0025 25 4776 -97 1834.9224405102411 1834.4737849403266 50 TCGA 1 100 100 0.0 0.0025 25 4776 -98 1834.6084526122474 1834.3172809850032 50 TCGA 1 100 100 0.0 0.0025 25 4776 -99 1833.9968297281148 1834.4873396523633 50 TCGA 1 100 100 0.0 0.0025 25 4776 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index d67c09a64..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2697.971961379836 2760.5337613359766 50 TCGA 1 100 100 1.0 0.0025 25 1472 -1 2011.415791077757 2038.3969272632694 50 TCGA 1 100 100 1.0 0.0025 25 1472 -2 1962.0596559483872 1954.805254298838 50 TCGA 1 100 100 1.0 0.0025 25 1472 -3 1939.5170395113764 1930.6903671187972 50 TCGA 1 100 100 1.0 0.0025 25 1472 -4 1922.271314452144 1913.1950830814228 50 TCGA 1 100 100 1.0 0.0025 25 1472 -5 1912.2408234300005 1910.028306203871 50 TCGA 1 100 100 1.0 0.0025 25 1472 -6 1901.516422960239 1898.598848122448 50 TCGA 1 100 100 1.0 0.0025 25 1472 -7 1894.0152348355398 1884.7352454410725 50 TCGA 1 100 100 1.0 0.0025 25 1472 -8 1888.1555886211665 1887.1793697491364 50 TCGA 1 100 100 1.0 0.0025 25 1472 -9 1882.6704239315693 1878.901682484689 50 TCGA 1 100 100 1.0 0.0025 25 1472 -10 1878.7192272991458 1875.309527373194 50 TCGA 1 100 100 1.0 0.0025 25 1472 -11 1874.0395840273225 1869.4030626766646 50 TCGA 1 100 100 1.0 0.0025 25 1472 -12 1870.9087544375332 1867.7432149762485 50 TCGA 1 100 100 1.0 0.0025 25 1472 -13 1867.5333710040402 1869.6211023378612 50 TCGA 1 100 100 1.0 0.0025 25 1472 -14 1865.1418126341832 1863.7492313864243 50 TCGA 1 100 100 1.0 0.0025 25 1472 -15 1862.7338990497728 1860.8997373341315 50 TCGA 1 100 100 1.0 0.0025 25 1472 -16 1860.2966638329385 1858.1014434967808 50 TCGA 1 100 100 1.0 0.0025 25 1472 -17 1858.760729447714 1855.9554498567054 50 TCGA 1 100 100 1.0 0.0025 25 1472 -18 1856.4723117307622 1854.985987677646 50 TCGA 1 100 100 1.0 0.0025 25 1472 -19 1855.0257628447564 1852.7470316671247 50 TCGA 1 100 100 1.0 0.0025 25 1472 -20 1853.5342577340175 1852.7177562617776 50 TCGA 1 100 100 1.0 0.0025 25 1472 -21 1852.3609660016944 1851.101933004868 50 TCGA 1 100 100 1.0 0.0025 25 1472 -22 1851.0790741481158 1849.3532653501884 50 TCGA 1 100 100 1.0 0.0025 25 1472 -23 1850.1671281421354 1848.469763981038 50 TCGA 1 100 100 1.0 0.0025 25 1472 -24 1848.8036707969552 1847.8531917399498 50 TCGA 1 100 100 1.0 0.0025 25 1472 -25 1848.1053126433396 1846.4115904228172 50 TCGA 1 100 100 1.0 0.0025 25 1472 -26 1847.4163916053776 1845.4634414749528 50 TCGA 1 100 100 1.0 0.0025 25 1472 -27 1846.0009591219375 1846.359239434477 50 TCGA 1 100 100 1.0 0.0025 25 1472 -28 1845.7164072555574 1844.80056225954 50 TCGA 1 100 100 1.0 0.0025 25 1472 -29 1844.7975135698478 1842.5236092572236 50 TCGA 1 100 100 1.0 0.0025 25 1472 -30 1844.180078304856 1843.0787427125863 50 TCGA 1 100 100 1.0 0.0025 25 1472 -31 1843.5273716276492 1843.7489283576083 50 TCGA 1 100 100 1.0 0.0025 25 1472 -32 1843.2110717242044 1841.517567696883 50 TCGA 1 100 100 1.0 0.0025 25 1472 -33 1842.7419017336574 1841.3034520748272 50 TCGA 1 100 100 1.0 0.0025 25 1472 -34 1842.074114951402 1840.9109911127905 50 TCGA 1 100 100 1.0 0.0025 25 1472 -35 1841.654453649307 1840.1788274870446 50 TCGA 1 100 100 1.0 0.0025 25 1472 -36 1841.3108021612345 1839.5689200396514 50 TCGA 1 100 100 1.0 0.0025 25 1472 -37 1840.90388020906 1839.978724187343 50 TCGA 1 100 100 1.0 0.0025 25 1472 -38 1840.452809462072 1839.0989634451555 50 TCGA 1 100 100 1.0 0.0025 25 1472 -39 1840.0810437598975 1838.351272352976 50 TCGA 1 100 100 1.0 0.0025 25 1472 -40 1839.9522247399611 1839.8073650724325 50 TCGA 1 100 100 1.0 0.0025 25 1472 -41 1839.512888793741 1838.509312922032 50 TCGA 1 100 100 1.0 0.0025 25 1472 -42 1839.1982572299853 1837.9449180718043 50 TCGA 1 100 100 1.0 0.0025 25 1472 -43 1838.7165014482207 1837.449895964196 50 TCGA 1 100 100 1.0 0.0025 25 1472 -44 1838.552757442869 1836.9852031151854 50 TCGA 1 100 100 1.0 0.0025 25 1472 -45 1838.5014243761948 1837.944644487084 50 TCGA 1 100 100 1.0 0.0025 25 1472 -46 1838.1600618938314 1836.5882746250786 50 TCGA 1 100 100 1.0 0.0025 25 1472 -47 1838.0941656849084 1836.46089640095 50 TCGA 1 100 100 1.0 0.0025 25 1472 -48 1837.8550184019737 1836.1658776058025 50 TCGA 1 100 100 1.0 0.0025 25 1472 -49 1837.725866321794 1837.0393520336056 50 TCGA 1 100 100 1.0 0.0025 25 1472 -50 1837.427864552449 1837.2061920932788 50 TCGA 1 100 100 1.0 0.0025 25 1472 -51 1837.1102507478731 1836.1204956668107 50 TCGA 1 100 100 1.0 0.0025 25 1472 -52 1837.620494571298 1835.9261726111024 50 TCGA 1 100 100 1.0 0.0025 25 1472 -53 1837.0018453341481 1837.3551767627198 50 TCGA 1 100 100 1.0 0.0025 25 1472 -54 1836.9447445916815 1835.952112859218 50 TCGA 1 100 100 1.0 0.0025 25 1472 -55 1836.7222147040075 1835.2206448502277 50 TCGA 1 100 100 1.0 0.0025 25 1472 -56 1836.6613402870673 1834.742980650322 50 TCGA 1 100 100 1.0 0.0025 25 1472 -57 1836.4044464414494 1835.3598479457837 50 TCGA 1 100 100 1.0 0.0025 25 1472 -58 1836.3969772207722 1834.685530926115 50 TCGA 1 100 100 1.0 0.0025 25 1472 -59 1836.5136796823767 1834.709886100424 50 TCGA 1 100 100 1.0 0.0025 25 1472 -60 1836.0763401628033 1837.0900013985945 50 TCGA 1 100 100 1.0 0.0025 25 1472 -61 1836.8748565649983 1835.278560772613 50 TCGA 1 100 100 1.0 0.0025 25 1472 -62 1836.0666377598425 1835.168059535961 50 TCGA 1 100 100 1.0 0.0025 25 1472 -63 1836.1602408639792 1834.4252242658606 50 TCGA 1 100 100 1.0 0.0025 25 1472 -64 1835.9763356228068 1834.3877088077104 50 TCGA 1 100 100 1.0 0.0025 25 1472 -65 1835.995318421616 1834.6747611347755 50 TCGA 1 100 100 1.0 0.0025 25 1472 -66 1835.898598457317 1835.2760371682632 50 TCGA 1 100 100 1.0 0.0025 25 1472 -67 1835.726933289085 1835.7765867913788 50 TCGA 1 100 100 1.0 0.0025 25 1472 -68 1835.7067027542791 1834.1872785558653 50 TCGA 1 100 100 1.0 0.0025 25 1472 -69 1835.3357699070941 1834.243962120171 50 TCGA 1 100 100 1.0 0.0025 25 1472 -70 1835.65906280848 1835.078174686911 50 TCGA 1 100 100 1.0 0.0025 25 1472 -71 1835.6007819258218 1834.5590887788553 50 TCGA 1 100 100 1.0 0.0025 25 1472 -72 1835.447240853951 1834.644850227701 50 TCGA 1 100 100 1.0 0.0025 25 1472 -73 1835.3180381416382 1833.7102952506673 50 TCGA 1 100 100 1.0 0.0025 25 1472 -74 1835.4898570729547 1834.419459970752 50 TCGA 1 100 100 1.0 0.0025 25 1472 -75 1835.549649520995 1834.2295934015783 50 TCGA 1 100 100 1.0 0.0025 25 1472 -76 1835.2266639822735 1833.680760369229 50 TCGA 1 100 100 1.0 0.0025 25 1472 -77 1835.454510421063 1834.055952982687 50 TCGA 1 100 100 1.0 0.0025 25 1472 -78 1835.4458827927704 1833.1822736730528 50 TCGA 1 100 100 1.0 0.0025 25 1472 -79 1835.297097067413 1834.0399372350032 50 TCGA 1 100 100 1.0 0.0025 25 1472 -80 1834.928560703404 1833.782035789298 50 TCGA 1 100 100 1.0 0.0025 25 1472 -81 1834.836506661859 1835.591273015468 50 TCGA 1 100 100 1.0 0.0025 25 1472 -82 1835.0169286820515 1833.2082243492855 50 TCGA 1 100 100 1.0 0.0025 25 1472 -83 1834.686908860307 1833.760236117109 50 TCGA 1 100 100 1.0 0.0025 25 1472 -84 1834.8636061077286 1834.210474368915 50 TCGA 1 100 100 1.0 0.0025 25 1472 -85 1834.9439067225303 1834.0642451760757 50 TCGA 1 100 100 1.0 0.0025 25 1472 -86 1834.9283873196864 1833.3319876972755 50 TCGA 1 100 100 1.0 0.0025 25 1472 -87 1834.8070307622093 1833.584608221773 50 TCGA 1 100 100 1.0 0.0025 25 1472 -88 1834.851755858612 1834.1942586467494 50 TCGA 1 100 100 1.0 0.0025 25 1472 -89 1834.632088076258 1834.1493343180748 50 TCGA 1 100 100 1.0 0.0025 25 1472 -90 1834.7378723233096 1833.5675453684437 50 TCGA 1 100 100 1.0 0.0025 25 1472 -91 1834.772004962167 1833.0027272593436 50 TCGA 1 100 100 1.0 0.0025 25 1472 -92 1834.6067697614653 1834.3460920324278 50 TCGA 1 100 100 1.0 0.0025 25 1472 -93 1834.6915978509303 1833.537040058692 50 TCGA 1 100 100 1.0 0.0025 25 1472 -94 1834.4773594519565 1833.696504372448 50 TCGA 1 100 100 1.0 0.0025 25 1472 -95 1834.7919771450147 1833.105076775479 50 TCGA 1 100 100 1.0 0.0025 25 1472 -96 1834.592695963251 1833.274512209485 50 TCGA 1 100 100 1.0 0.0025 25 1472 -97 1834.8171213811922 1834.121450146239 50 TCGA 1 100 100 1.0 0.0025 25 1472 -98 1834.4678544271123 1833.3522679314542 50 TCGA 1 100 100 1.0 0.0025 25 1472 -99 1834.7355359146964 1834.9218345143688 50 TCGA 1 100 100 1.0 0.0025 25 1472 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index cf1c4a3fb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2711.954539593129 2127.365022132145 50 TCGA 1 50 100 0.5 0.0025 25 6492 -1 2014.1340718448714 2044.547928239832 50 TCGA 1 50 100 0.5 0.0025 25 6492 -2 1965.8637441606816 1940.7336487123116 50 TCGA 1 50 100 0.5 0.0025 25 6492 -3 1937.427326197709 1924.135986328125 50 TCGA 1 50 100 0.5 0.0025 25 6492 -4 1922.9551885046853 1907.0571399477858 50 TCGA 1 50 100 0.5 0.0025 25 6492 -5 1911.881582994841 1900.6749249175566 50 TCGA 1 50 100 0.5 0.0025 25 6492 -6 1901.0951090149613 1889.3612422463882 50 TCGA 1 50 100 0.5 0.0025 25 6492 -7 1894.5063895544765 1882.5693739694566 50 TCGA 1 50 100 0.5 0.0025 25 6492 -8 1889.3145789559337 1877.8142365882145 50 TCGA 1 50 100 0.5 0.0025 25 6492 -9 1883.4066527952425 1873.441158428863 50 TCGA 1 50 100 0.5 0.0025 25 6492 -10 1879.2879232770033 1873.7870566209956 50 TCGA 1 50 100 0.5 0.0025 25 6492 -11 1875.1543659287274 1867.1737618757852 50 TCGA 1 50 100 0.5 0.0025 25 6492 -12 1872.529932787887 1863.0253072000628 50 TCGA 1 50 100 0.5 0.0025 25 6492 -13 1869.0053899649838 1860.4396678215296 50 TCGA 1 50 100 0.5 0.0025 25 6492 -14 1866.1841025784129 1860.6698200475032 50 TCGA 1 50 100 0.5 0.0025 25 6492 -15 1864.025685234253 1856.210349231509 50 TCGA 1 50 100 0.5 0.0025 25 6492 -16 1862.064001918571 1853.7750066249214 50 TCGA 1 50 100 0.5 0.0025 25 6492 -17 1859.7947295519214 1853.068580205716 50 TCGA 1 50 100 0.5 0.0025 25 6492 -18 1857.704887586854 1851.8622163552136 50 TCGA 1 50 100 0.5 0.0025 25 6492 -19 1856.422990078718 1851.4758644295698 50 TCGA 1 50 100 0.5 0.0025 25 6492 -20 1854.5061362166798 1850.3719329067212 50 TCGA 1 50 100 0.5 0.0025 25 6492 -21 1853.2224707532666 1847.111353275165 50 TCGA 1 50 100 0.5 0.0025 25 6492 -22 1851.972759544457 1844.8494051065877 50 TCGA 1 50 100 0.5 0.0025 25 6492 -23 1851.0754639107888 1844.037852224992 50 TCGA 1 50 100 0.5 0.0025 25 6492 -24 1849.5840183023442 1844.0340686587233 50 TCGA 1 50 100 0.5 0.0025 25 6492 -25 1849.1741771542584 1842.0399372350032 50 TCGA 1 50 100 0.5 0.0025 25 6492 -26 1847.694226715977 1841.9224172620918 50 TCGA 1 50 100 0.5 0.0025 25 6492 -27 1847.4038584492332 1840.6121329302764 50 TCGA 1 50 100 0.5 0.0025 25 6492 -28 1846.44971602404 1839.9070989714196 50 TCGA 1 50 100 0.5 0.0025 25 6492 -29 1845.5330270298198 1839.0618184918735 50 TCGA 1 50 100 0.5 0.0025 25 6492 -30 1844.8566721896932 1839.1439816268844 50 TCGA 1 50 100 0.5 0.0025 25 6492 -31 1844.348484063577 1837.5609357824278 50 TCGA 1 50 100 0.5 0.0025 25 6492 -32 1843.8657350962762 1837.470531981195 50 TCGA 1 50 100 0.5 0.0025 25 6492 -33 1843.0774930384905 1836.6304109659627 50 TCGA 1 50 100 0.5 0.0025 25 6492 -34 1842.97005425432 1837.4336906701476 50 TCGA 1 50 100 0.5 0.0025 25 6492 -35 1842.1712080892382 1835.811560856038 50 TCGA 1 50 100 0.5 0.0025 25 6492 -36 1841.7881381638097 1835.6844531495367 50 TCGA 1 50 100 0.5 0.0025 25 6492 -37 1841.4700631381065 1835.041500225738 50 TCGA 1 50 100 0.5 0.0025 25 6492 -38 1840.678364769584 1834.986987550055 50 TCGA 1 50 100 0.5 0.0025 25 6492 -39 1840.8950268617364 1834.2969492236573 50 TCGA 1 50 100 0.5 0.0025 25 6492 -40 1840.4756234892113 1834.663057106823 50 TCGA 1 50 100 0.5 0.0025 25 6492 -41 1839.9510177576537 1833.340971826908 50 TCGA 1 50 100 0.5 0.0025 25 6492 -42 1839.700876679853 1834.4516331658292 50 TCGA 1 50 100 0.5 0.0025 25 6492 -43 1839.5697440330384 1833.1990414720085 50 TCGA 1 50 100 0.5 0.0025 25 6492 -44 1839.2538508217121 1833.612823026264 50 TCGA 1 50 100 0.5 0.0025 25 6492 -45 1838.9095543598355 1833.0833758636934 50 TCGA 1 50 100 0.5 0.0025 25 6492 -46 1838.656108036546 1832.7143382930276 50 TCGA 1 50 100 0.5 0.0025 25 6492 -47 1838.670513328078 1832.449222430512 50 TCGA 1 50 100 0.5 0.0025 25 6492 -48 1838.3844580443288 1832.105566896985 50 TCGA 1 50 100 0.5 0.0025 25 6492 -49 1838.208679315035 1833.3641486239792 50 TCGA 1 50 100 0.5 0.0025 25 6492 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index c93fa24be..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2717.1280771147553 2333.2964002139606 50 TCGA 1 50 100 0.0 0.0025 25 1208 -1 2013.2861189690534 2026.9897037678627 50 TCGA 1 50 100 0.0 0.0025 25 1208 -2 1965.2786717943375 1962.4834242010836 50 TCGA 1 50 100 0.0 0.0025 25 1208 -3 1938.793462672182 1934.9605982794833 50 TCGA 1 50 100 0.0 0.0025 25 1208 -4 1921.960656121049 1919.5547562028894 50 TCGA 1 50 100 0.0 0.0025 25 1208 -5 1909.8064295669421 1901.690467106038 50 TCGA 1 50 100 0.0 0.0025 25 1208 -6 1901.0641013161521 1898.3872548779052 50 TCGA 1 50 100 0.0 0.0025 25 1208 -7 1895.478632749278 1887.8208780720006 50 TCGA 1 50 100 0.0 0.0025 25 1208 -8 1888.2694238951622 1883.7643086035646 50 TCGA 1 50 100 0.0 0.0025 25 1208 -9 1882.7721834281735 1881.3399517116834 50 TCGA 1 50 100 0.0 0.0025 25 1208 -10 1878.8903743736657 1878.5895965422817 50 TCGA 1 50 100 0.0 0.0025 25 1208 -11 1875.0484890014363 1871.727268544873 50 TCGA 1 50 100 0.0 0.0025 25 1208 -12 1871.174047371947 1869.7473543253377 50 TCGA 1 50 100 0.0 0.0025 25 1208 -13 1868.527392733455 1865.1247178274184 50 TCGA 1 50 100 0.0 0.0025 25 1208 -14 1865.948476994699 1864.025223161707 50 TCGA 1 50 100 0.0 0.0025 25 1208 -15 1863.2319614713992 1863.3676708739008 50 TCGA 1 50 100 0.0 0.0025 25 1208 -16 1861.0326839412533 1858.897011915044 50 TCGA 1 50 100 0.0 0.0025 25 1208 -17 1859.203741755519 1858.289620097558 50 TCGA 1 50 100 0.0 0.0025 25 1208 -18 1857.4569244129289 1855.710126560537 50 TCGA 1 50 100 0.0 0.0025 25 1208 -19 1855.8110712909156 1856.020803480292 50 TCGA 1 50 100 0.0 0.0025 25 1208 -20 1854.3451383777835 1853.0484588469692 50 TCGA 1 50 100 0.0 0.0025 25 1208 -21 1852.8338767340279 1854.533600620289 50 TCGA 1 50 100 0.0 0.0025 25 1208 -22 1851.4593998419014 1850.1138590903738 50 TCGA 1 50 100 0.0 0.0025 25 1208 -23 1850.4183431634522 1849.1423211025833 50 TCGA 1 50 100 0.0 0.0025 25 1208 -24 1848.9264493598005 1851.1571934378926 50 TCGA 1 50 100 0.0 0.0025 25 1208 -25 1848.4232257579451 1846.8558594976837 50 TCGA 1 50 100 0.0 0.0025 25 1208 -26 1847.4125377179416 1847.3780180197864 50 TCGA 1 50 100 0.0 0.0025 25 1208 -27 1846.6160451840285 1845.323374072511 50 TCGA 1 50 100 0.0 0.0025 25 1208 -28 1845.7710289038084 1845.4549327447785 50 TCGA 1 50 100 0.0 0.0025 25 1208 -29 1845.298318860573 1844.7372071539337 50 TCGA 1 50 100 0.0 0.0025 25 1208 -30 1844.52925394124 1843.692696269433 50 TCGA 1 50 100 0.0 0.0025 25 1208 -31 1843.9481205532015 1843.1190927783448 50 TCGA 1 50 100 0.0 0.0025 25 1208 -32 1843.382562064422 1843.1530731047817 50 TCGA 1 50 100 0.0 0.0025 25 1208 -33 1842.7087285982498 1841.8985368738222 50 TCGA 1 50 100 0.0 0.0025 25 1208 -34 1842.3213393403717 1841.049218259265 50 TCGA 1 50 100 0.0 0.0025 25 1208 -35 1841.8573449185176 1841.3951090903738 50 TCGA 1 50 100 0.0 0.0025 25 1208 -36 1841.4304082993751 1840.9393525243404 50 TCGA 1 50 100 0.0 0.0025 25 1208 -37 1840.8949569359809 1841.037289106666 50 TCGA 1 50 100 0.0 0.0025 25 1208 -38 1840.8604221014002 1839.292558986338 50 TCGA 1 50 100 0.0 0.0025 25 1208 -39 1840.2373177270456 1839.5297127728486 50 TCGA 1 50 100 0.0 0.0025 25 1208 -40 1839.5942367415753 1840.5311187284076 50 TCGA 1 50 100 0.0 0.0025 25 1208 -41 1839.7784042452074 1839.8195119886543 50 TCGA 1 50 100 0.0 0.0025 25 1208 -42 1839.4244655639363 1838.9581697550252 50 TCGA 1 50 100 0.0 0.0025 25 1208 -43 1838.820253569974 1838.879510467376 50 TCGA 1 50 100 0.0 0.0025 25 1208 -44 1838.7322778541045 1838.6444478250628 50 TCGA 1 50 100 0.0 0.0025 25 1208 -45 1838.5720105567725 1838.0582723186244 50 TCGA 1 50 100 0.0 0.0025 25 1208 -46 1838.4000323440682 1839.285131099835 50 TCGA 1 50 100 0.0 0.0025 25 1208 -47 1838.0966661846894 1837.328196156564 50 TCGA 1 50 100 0.0 0.0025 25 1208 -48 1837.7902785432248 1837.655877654876 50 TCGA 1 50 100 0.0 0.0025 25 1208 -49 1837.8475751922604 1837.5728956059595 50 TCGA 1 50 100 0.0 0.0025 25 1208 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index e3b96e4e1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.0025lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2692.9583579317937 2487.9762386149496 50 TCGA 1 50 100 1.0 0.0025 25 1877 -1 2007.058493180631 1998.9290151931532 50 TCGA 1 50 100 1.0 0.0025 25 1877 -2 1959.8985226181205 1954.2104890909627 50 TCGA 1 50 100 1.0 0.0025 25 1877 -3 1936.8331073735865 1937.167008136385 50 TCGA 1 50 100 1.0 0.0025 25 1877 -4 1922.0592794366175 1926.1778030778894 50 TCGA 1 50 100 1.0 0.0025 25 1877 -5 1909.7391888814016 1902.4459222381438 50 TCGA 1 50 100 1.0 0.0025 25 1877 -6 1901.4105730794452 1899.9760423209798 50 TCGA 1 50 100 1.0 0.0025 25 1877 -7 1893.8694381909734 1888.6348478230998 50 TCGA 1 50 100 1.0 0.0025 25 1877 -8 1886.973795391244 1883.4175172738694 50 TCGA 1 50 100 1.0 0.0025 25 1877 -9 1883.1721605619612 1876.926230272456 50 TCGA 1 50 100 1.0 0.0025 25 1877 -10 1877.2783526865442 1875.296636380143 50 TCGA 1 50 100 1.0 0.0025 25 1877 -11 1874.9147237698298 1872.8209369601916 50 TCGA 1 50 100 1.0 0.0025 25 1877 -12 1871.177180623513 1871.0306451692054 50 TCGA 1 50 100 1.0 0.0025 25 1877 -13 1867.769397884198 1866.089845590256 50 TCGA 1 50 100 1.0 0.0025 25 1877 -14 1865.4122095083549 1863.2346111661825 50 TCGA 1 50 100 1.0 0.0025 25 1877 -15 1862.6353121686293 1860.17529296875 50 TCGA 1 50 100 1.0 0.0025 25 1877 -16 1860.8611079242721 1862.3723567790123 50 TCGA 1 50 100 1.0 0.0025 25 1877 -17 1858.3361269072345 1857.6872239616048 50 TCGA 1 50 100 1.0 0.0025 25 1877 -18 1856.7422629168077 1853.8200064040907 50 TCGA 1 50 100 1.0 0.0025 25 1877 -19 1855.2424537955897 1853.251395527442 50 TCGA 1 50 100 1.0 0.0025 25 1877 -20 1853.4358164406951 1850.6617327359454 50 TCGA 1 50 100 1.0 0.0025 25 1877 -21 1852.292855004831 1850.4189287501963 50 TCGA 1 50 100 1.0 0.0025 25 1877 -22 1850.970711927034 1849.8928228790437 50 TCGA 1 50 100 1.0 0.0025 25 1877 -23 1849.869597281605 1847.5353267803864 50 TCGA 1 50 100 1.0 0.0025 25 1877 -24 1848.981976255001 1847.8874168204302 50 TCGA 1 50 100 1.0 0.0025 25 1877 -25 1847.8618024401744 1845.448972769119 50 TCGA 1 50 100 1.0 0.0025 25 1877 -26 1847.0920245152179 1845.7951727632303 50 TCGA 1 50 100 1.0 0.0025 25 1877 -27 1846.5162698239244 1843.8143543645965 50 TCGA 1 50 100 1.0 0.0025 25 1877 -28 1845.5274207882348 1844.481809069763 50 TCGA 1 50 100 1.0 0.0025 25 1877 -29 1845.1705883497477 1843.4869574925408 50 TCGA 1 50 100 1.0 0.0025 25 1877 -30 1844.165525204556 1842.4263750392588 50 TCGA 1 50 100 1.0 0.0025 25 1877 -31 1843.5929192842045 1842.041748046875 50 TCGA 1 50 100 1.0 0.0025 25 1877 -32 1843.046430401909 1843.0949308309123 50 TCGA 1 50 100 1.0 0.0025 25 1877 -33 1842.5500686122632 1840.1332185831502 50 TCGA 1 50 100 1.0 0.0025 25 1877 -34 1841.8543083530703 1840.803299333582 50 TCGA 1 50 100 1.0 0.0025 25 1877 -35 1841.669804164828 1840.161118703871 50 TCGA 1 50 100 1.0 0.0025 25 1877 -36 1841.28429904635 1839.418797478604 50 TCGA 1 50 100 1.0 0.0025 25 1877 -37 1840.9951639772592 1840.4828083287532 50 TCGA 1 50 100 1.0 0.0025 25 1877 -38 1840.3615339645146 1838.167939919323 50 TCGA 1 50 100 1.0 0.0025 25 1877 -39 1839.8724289613185 1838.5003110032585 50 TCGA 1 50 100 1.0 0.0025 25 1877 -40 1839.5814246726843 1838.321747286236 50 TCGA 1 50 100 1.0 0.0025 25 1877 -41 1839.5035851528926 1837.354490347244 50 TCGA 1 50 100 1.0 0.0025 25 1877 -42 1839.0511674222064 1838.04800675742 50 TCGA 1 50 100 1.0 0.0025 25 1877 -43 1838.7242053807188 1837.3862721812186 50 TCGA 1 50 100 1.0 0.0025 25 1877 -44 1838.6917856912391 1838.2583357461133 50 TCGA 1 50 100 1.0 0.0025 25 1877 -45 1838.3510096069158 1836.34537003867 50 TCGA 1 50 100 1.0 0.0025 25 1877 -46 1838.370957154969 1837.5192987643295 50 TCGA 1 50 100 1.0 0.0025 25 1877 -47 1838.1639061480817 1837.355529478447 50 TCGA 1 50 100 1.0 0.0025 25 1877 -48 1837.8217156068836 1835.7397056081188 50 TCGA 1 50 100 1.0 0.0025 25 1877 -49 1837.393089228861 1836.1672516635913 50 TCGA 1 50 100 1.0 0.0025 25 1877 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 8c3f90fe9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3386.7686467409694 3812.2673008597676 100 TCGA 1 100 100 0.5 0.002 25 9591 -1 2158.881070010669 2599.036145080873 100 TCGA 1 100 100 0.5 0.002 25 9591 -2 2037.020640660535 2084.2453674623116 100 TCGA 1 100 100 0.5 0.002 25 9591 -3 2003.5025008267917 2051.015293753926 100 TCGA 1 100 100 0.5 0.002 25 9591 -4 1979.3650741398314 2023.2023655877042 100 TCGA 1 100 100 0.5 0.002 25 9591 -5 1966.4903114541112 1970.3453332335505 100 TCGA 1 100 100 0.5 0.002 25 9591 -6 1953.2816216474878 1954.9954245102465 100 TCGA 1 100 100 0.5 0.002 25 9591 -7 1945.275064513731 1944.8766758597676 100 TCGA 1 100 100 0.5 0.002 25 9591 -8 1937.4994112856355 1951.6026764682788 100 TCGA 1 100 100 0.5 0.002 25 9591 -9 1929.876110991086 1924.1831122163553 100 TCGA 1 100 100 0.5 0.002 25 9591 -10 1922.668694876922 1924.963026190523 100 TCGA 1 100 100 0.5 0.002 25 9591 -11 1916.9257127821666 1907.037890256949 100 TCGA 1 100 100 0.5 0.002 25 9591 -12 1910.4157450646478 1910.4847853770807 100 TCGA 1 100 100 0.5 0.002 25 9591 -13 1906.6648345310277 1899.6503575003926 100 TCGA 1 100 100 0.5 0.002 25 9591 -14 1902.261547396473 1895.3338751864792 100 TCGA 1 100 100 0.5 0.002 25 9591 -15 1899.0174919849715 1893.0834881193075 100 TCGA 1 100 100 0.5 0.002 25 9591 -16 1894.832447793311 1898.341288964353 100 TCGA 1 100 100 0.5 0.002 25 9591 -17 1891.871997430024 1886.6959927812893 100 TCGA 1 100 100 0.5 0.002 25 9591 -18 1888.4017671077747 1884.774492580088 100 TCGA 1 100 100 0.5 0.002 25 9591 -19 1885.638567054494 1880.6027537590296 100 TCGA 1 100 100 0.5 0.002 25 9591 -20 1883.244248974495 1879.8021043940405 100 TCGA 1 100 100 0.5 0.002 25 9591 -21 1880.919708459741 1877.6590784734217 100 TCGA 1 100 100 0.5 0.002 25 9591 -22 1878.5526242133217 1874.9820722263662 100 TCGA 1 100 100 0.5 0.002 25 9591 -23 1876.4946325306169 1873.5210519148477 100 TCGA 1 100 100 0.5 0.002 25 9591 -24 1875.0217011557424 1871.5622092395572 100 TCGA 1 100 100 0.5 0.002 25 9591 -25 1872.8970281117888 1870.6066685968908 100 TCGA 1 100 100 0.5 0.002 25 9591 -26 1870.5142828397072 1868.5841058318938 100 TCGA 1 100 100 0.5 0.002 25 9591 -27 1869.7618913298168 1866.808271091787 100 TCGA 1 100 100 0.5 0.002 25 9591 -28 1867.8124963620076 1866.6646740784 100 TCGA 1 100 100 0.5 0.002 25 9591 -29 1866.4558877077388 1863.624944792321 100 TCGA 1 100 100 0.5 0.002 25 9591 -30 1865.341443362972 1862.5836715314856 100 TCGA 1 100 100 0.5 0.002 25 9591 -31 1863.6350211837432 1860.682642337665 100 TCGA 1 100 100 0.5 0.002 25 9591 -32 1862.849149952431 1859.0636556807474 100 TCGA 1 100 100 0.5 0.002 25 9591 -33 1861.4627241902565 1860.5695058544677 100 TCGA 1 100 100 0.5 0.002 25 9591 -34 1860.5175126138868 1858.2566298288316 100 TCGA 1 100 100 0.5 0.002 25 9591 -35 1858.4399412018684 1856.021685576319 100 TCGA 1 100 100 0.5 0.002 25 9591 -36 1857.973737387748 1855.5678753876805 100 TCGA 1 100 100 0.5 0.002 25 9591 -37 1857.048103892014 1854.446887759108 100 TCGA 1 100 100 0.5 0.002 25 9591 -38 1856.0768869244396 1853.0611517057946 100 TCGA 1 100 100 0.5 0.002 25 9591 -39 1855.2783574690736 1852.3613876266097 100 TCGA 1 100 100 0.5 0.002 25 9591 -40 1854.150214039304 1853.127042070705 100 TCGA 1 100 100 0.5 0.002 25 9591 -41 1853.3918716187109 1851.4121921865185 100 TCGA 1 100 100 0.5 0.002 25 9591 -42 1852.5755523262658 1851.865793812814 100 TCGA 1 100 100 0.5 0.002 25 9591 -43 1851.65146189793 1849.5252348166614 100 TCGA 1 100 100 0.5 0.002 25 9591 -44 1851.4882730883617 1850.5797155945745 100 TCGA 1 100 100 0.5 0.002 25 9591 -45 1850.5262163130085 1848.073799785058 100 TCGA 1 100 100 0.5 0.002 25 9591 -46 1850.0183721883634 1847.25695003337 100 TCGA 1 100 100 0.5 0.002 25 9591 -47 1849.295608447271 1847.6271984924624 100 TCGA 1 100 100 0.5 0.002 25 9591 -48 1848.6443378368863 1845.9723808250235 100 TCGA 1 100 100 0.5 0.002 25 9591 -49 1848.0137507799202 1846.179238477544 100 TCGA 1 100 100 0.5 0.002 25 9591 -50 1847.4844950537474 1844.7425788611024 100 TCGA 1 100 100 0.5 0.002 25 9591 -51 1846.8799591830884 1844.5735372418735 100 TCGA 1 100 100 0.5 0.002 25 9591 -52 1846.22461107818 1844.6802438707207 100 TCGA 1 100 100 0.5 0.002 25 9591 -53 1845.7817342617454 1843.7146308937265 100 TCGA 1 100 100 0.5 0.002 25 9591 -54 1845.349275510856 1843.4540537158448 100 TCGA 1 100 100 0.5 0.002 25 9591 -55 1845.087623539135 1842.2310472037923 100 TCGA 1 100 100 0.5 0.002 25 9591 -56 1844.4880263589032 1842.4523594535176 100 TCGA 1 100 100 0.5 0.002 25 9591 -57 1844.281826356091 1841.7223090550408 100 TCGA 1 100 100 0.5 0.002 25 9591 -58 1843.4978870485947 1841.1535791751728 100 TCGA 1 100 100 0.5 0.002 25 9591 -59 1843.2228981833039 1841.7619015487594 100 TCGA 1 100 100 0.5 0.002 25 9591 -60 1842.8875424350688 1842.3323759912846 100 TCGA 1 100 100 0.5 0.002 25 9591 -61 1842.4842867889047 1840.2606839127277 100 TCGA 1 100 100 0.5 0.002 25 9591 -62 1841.8760598820625 1839.1673853888583 100 TCGA 1 100 100 0.5 0.002 25 9591 -63 1841.699369542739 1840.1503348039023 100 TCGA 1 100 100 0.5 0.002 25 9591 -64 1841.1724552529665 1839.2448012768923 100 TCGA 1 100 100 0.5 0.002 25 9591 -65 1840.946017548367 1838.5849388544284 100 TCGA 1 100 100 0.5 0.002 25 9591 -66 1840.8773800917722 1838.8170521798445 100 TCGA 1 100 100 0.5 0.002 25 9591 -67 1840.2858882494863 1838.0436686606863 100 TCGA 1 100 100 0.5 0.002 25 9591 -68 1839.995473615372 1838.832057627002 100 TCGA 1 100 100 0.5 0.002 25 9591 -69 1839.8990035552588 1837.9750841610396 100 TCGA 1 100 100 0.5 0.002 25 9591 -70 1839.4238883085663 1837.094063456933 100 TCGA 1 100 100 0.5 0.002 25 9591 -71 1839.4533718248365 1836.8902661500863 100 TCGA 1 100 100 0.5 0.002 25 9591 -72 1838.8855885606697 1836.5897854752277 100 TCGA 1 100 100 0.5 0.002 25 9591 -73 1838.5640476319204 1836.0958092464275 100 TCGA 1 100 100 0.5 0.002 25 9591 -74 1838.5190991328116 1836.4853276391725 100 TCGA 1 100 100 0.5 0.002 25 9591 -75 1838.0519351612206 1835.5068531132224 100 TCGA 1 100 100 0.5 0.002 25 9591 -76 1838.18471772613 1836.1491423180355 100 TCGA 1 100 100 0.5 0.002 25 9591 -77 1837.9484196315987 1836.112215741795 100 TCGA 1 100 100 0.5 0.002 25 9591 -78 1837.5791154740737 1835.1131536589196 100 TCGA 1 100 100 0.5 0.002 25 9591 -79 1837.5259471969528 1836.7878479310616 100 TCGA 1 100 100 0.5 0.002 25 9591 -80 1837.2638887919968 1835.0941628307553 100 TCGA 1 100 100 0.5 0.002 25 9591 -81 1836.945388271069 1835.39465454715 100 TCGA 1 100 100 0.5 0.002 25 9591 -82 1836.7064187592434 1834.481067446608 100 TCGA 1 100 100 0.5 0.002 25 9591 -83 1836.442735057362 1834.319140256949 100 TCGA 1 100 100 0.5 0.002 25 9591 -84 1836.440195316315 1833.9583709563442 100 TCGA 1 100 100 0.5 0.002 25 9591 -85 1836.3360044145334 1833.6230162040672 100 TCGA 1 100 100 0.5 0.002 25 9591 -86 1836.1729742868336 1833.9429784420147 100 TCGA 1 100 100 0.5 0.002 25 9591 -87 1835.7566547600309 1834.2739184202262 100 TCGA 1 100 100 0.5 0.002 25 9591 -88 1835.7205455467922 1833.8651448158762 100 TCGA 1 100 100 0.5 0.002 25 9591 -89 1835.6368155451223 1833.4204972616992 100 TCGA 1 100 100 0.5 0.002 25 9591 -90 1835.7611590850724 1833.9981689453125 100 TCGA 1 100 100 0.5 0.002 25 9591 -91 1835.2877694457914 1833.6551390988143 100 TCGA 1 100 100 0.5 0.002 25 9591 -92 1835.1480325928144 1833.5804688726837 100 TCGA 1 100 100 0.5 0.002 25 9591 -93 1834.8743653542788 1833.231801708739 100 TCGA 1 100 100 0.5 0.002 25 9591 -94 1834.8981097809292 1832.4540113899577 100 TCGA 1 100 100 0.5 0.002 25 9591 -95 1834.709297528476 1832.410696058417 100 TCGA 1 100 100 0.5 0.002 25 9591 -96 1834.6494966462888 1832.578071632577 100 TCGA 1 100 100 0.5 0.002 25 9591 -97 1834.6099645727672 1832.6321340589668 100 TCGA 1 100 100 0.5 0.002 25 9591 -98 1834.3423501223456 1832.2528757066582 100 TCGA 1 100 100 0.5 0.002 25 9591 -99 1834.3511519246315 1832.4112150105998 100 TCGA 1 100 100 0.5 0.002 25 9591 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index a41da9811..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3402.2919193731514 3399.231379063285 100 TCGA 1 100 100 0.0 0.002 25 7738 -1 2159.738214430845 2513.564718121859 100 TCGA 1 100 100 0.0 0.002 25 7738 -2 2039.9069511787422 2178.594779316504 100 TCGA 1 100 100 0.0 0.002 25 7738 -3 2001.1940984188386 2088.136951849089 100 TCGA 1 100 100 0.0 0.002 25 7738 -4 1979.8359990461101 1968.9818777726523 100 TCGA 1 100 100 0.0 0.002 25 7738 -5 1963.8971305750938 1966.3406982421875 100 TCGA 1 100 100 0.0 0.002 25 7738 -6 1956.4696059501096 1964.1187688932946 100 TCGA 1 100 100 0.0 0.002 25 7738 -7 1943.818652621709 1942.379628243758 100 TCGA 1 100 100 0.0 0.002 25 7738 -8 1936.2490392021334 1926.6442092052057 100 TCGA 1 100 100 0.0 0.002 25 7738 -9 1929.4637378957045 1923.4088686842415 100 TCGA 1 100 100 0.0 0.002 25 7738 -10 1922.6870512052737 1919.1724644953283 100 TCGA 1 100 100 0.0 0.002 25 7738 -11 1916.7647756854794 1910.6682337468592 100 TCGA 1 100 100 0.0 0.002 25 7738 -12 1911.3267154482835 1907.1391043351523 100 TCGA 1 100 100 0.0 0.002 25 7738 -13 1907.242350691889 1898.5551076917793 100 TCGA 1 100 100 0.0 0.002 25 7738 -14 1902.6073432834648 1896.6181094682397 100 TCGA 1 100 100 0.0 0.002 25 7738 -15 1898.3489346568613 1898.83815991579 100 TCGA 1 100 100 0.0 0.002 25 7738 -16 1894.945460254266 1887.895167365146 100 TCGA 1 100 100 0.0 0.002 25 7738 -17 1891.8574655172827 1889.3257253062186 100 TCGA 1 100 100 0.0 0.002 25 7738 -18 1888.9415308955206 1886.1755493777482 100 TCGA 1 100 100 0.0 0.002 25 7738 -19 1885.7290338413407 1878.5669963587468 100 TCGA 1 100 100 0.0 0.002 25 7738 -20 1883.5555054351332 1879.2746324395414 100 TCGA 1 100 100 0.0 0.002 25 7738 -21 1880.7725065963477 1875.3096476032506 100 TCGA 1 100 100 0.0 0.002 25 7738 -22 1878.6096825670459 1875.727271611966 100 TCGA 1 100 100 0.0 0.002 25 7738 -23 1876.2150923052675 1874.0038191445508 100 TCGA 1 100 100 0.0 0.002 25 7738 -24 1875.0753478629206 1870.87123974364 100 TCGA 1 100 100 0.0 0.002 25 7738 -25 1872.97576218256 1868.3231256379554 100 TCGA 1 100 100 0.0 0.002 25 7738 -26 1871.0360197894793 1869.5830814227386 100 TCGA 1 100 100 0.0 0.002 25 7738 -27 1869.550033826516 1865.6016275223776 100 TCGA 1 100 100 0.0 0.002 25 7738 -28 1867.2986655053796 1864.572529395022 100 TCGA 1 100 100 0.0 0.002 25 7738 -29 1866.642718630532 1862.7871296178157 100 TCGA 1 100 100 0.0 0.002 25 7738 -30 1864.965871925665 1864.66717928019 100 TCGA 1 100 100 0.0 0.002 25 7738 -31 1863.8164085799501 1861.5754897534548 100 TCGA 1 100 100 0.0 0.002 25 7738 -32 1862.6267142437946 1858.220768760796 100 TCGA 1 100 100 0.0 0.002 25 7738 -33 1860.7526475591496 1858.3474427803078 100 TCGA 1 100 100 0.0 0.002 25 7738 -34 1860.2896730695695 1856.0376283271828 100 TCGA 1 100 100 0.0 0.002 25 7738 -35 1859.0508157359873 1854.5277436989636 100 TCGA 1 100 100 0.0 0.002 25 7738 -36 1858.1077657810931 1854.746804702222 100 TCGA 1 100 100 0.0 0.002 25 7738 -37 1857.033254779041 1854.7956585908055 100 TCGA 1 100 100 0.0 0.002 25 7738 -38 1856.2317539559556 1852.8546786667714 100 TCGA 1 100 100 0.0 0.002 25 7738 -39 1855.1852560399939 1850.6228235906092 100 TCGA 1 100 100 0.0 0.002 25 7738 -40 1854.131913411749 1851.874482888073 100 TCGA 1 100 100 0.0 0.002 25 7738 -41 1853.7379610112953 1849.9589138318545 100 TCGA 1 100 100 0.0 0.002 25 7738 -42 1852.8216391136662 1850.4521153128926 100 TCGA 1 100 100 0.0 0.002 25 7738 -43 1852.062115762606 1848.3865758234533 100 TCGA 1 100 100 0.0 0.002 25 7738 -44 1851.4104190302262 1850.6184658644786 100 TCGA 1 100 100 0.0 0.002 25 7738 -45 1850.7267599053675 1846.6444594800173 100 TCGA 1 100 100 0.0 0.002 25 7738 -46 1850.054447978399 1847.155886242737 100 TCGA 1 100 100 0.0 0.002 25 7738 -47 1849.2669203977844 1846.6440760933574 100 TCGA 1 100 100 0.0 0.002 25 7738 -48 1848.8863252336816 1845.6846353348776 100 TCGA 1 100 100 0.0 0.002 25 7738 -49 1848.3860542645664 1846.45131786864 100 TCGA 1 100 100 0.0 0.002 25 7738 -50 1847.4971123469809 1845.836199429766 100 TCGA 1 100 100 0.0 0.002 25 7738 -51 1847.2862867118392 1844.2011412040672 100 TCGA 1 100 100 0.0 0.002 25 7738 -52 1846.6358218145685 1842.821337522574 100 TCGA 1 100 100 0.0 0.002 25 7738 -53 1846.079314541745 1843.972413949631 100 TCGA 1 100 100 0.0 0.002 25 7738 -54 1845.4843752861343 1842.6502685546875 100 TCGA 1 100 100 0.0 0.002 25 7738 -55 1845.5570958373082 1842.3675414425643 100 TCGA 1 100 100 0.0 0.002 25 7738 -56 1844.5860577990054 1842.0018310546875 100 TCGA 1 100 100 0.0 0.002 25 7738 -57 1844.2090393945248 1841.6418248468908 100 TCGA 1 100 100 0.0 0.002 25 7738 -58 1843.7592404051836 1840.8004340550408 100 TCGA 1 100 100 0.0 0.002 25 7738 -59 1843.7541324595466 1841.3097690601444 100 TCGA 1 100 100 0.0 0.002 25 7738 -60 1843.033131019174 1841.7285426154208 100 TCGA 1 100 100 0.0 0.002 25 7738 -61 1842.6305559092114 1839.6199153727623 100 TCGA 1 100 100 0.0 0.002 25 7738 -62 1842.2736897477614 1839.787030857412 100 TCGA 1 100 100 0.0 0.002 25 7738 -63 1841.8693281519238 1838.7148155327418 100 TCGA 1 100 100 0.0 0.002 25 7738 -64 1841.6364483259022 1838.0644917703753 100 TCGA 1 100 100 0.0 0.002 25 7738 -65 1841.0607227249222 1838.168431881085 100 TCGA 1 100 100 0.0 0.002 25 7738 -66 1840.697457307683 1837.5954718661667 100 TCGA 1 100 100 0.0 0.002 25 7738 -67 1840.5880051195682 1838.3927750323885 100 TCGA 1 100 100 0.0 0.002 25 7738 -68 1840.4070703877123 1838.6013864488457 100 TCGA 1 100 100 0.0 0.002 25 7738 -69 1839.9735533080604 1836.800246962351 100 TCGA 1 100 100 0.0 0.002 25 7738 -70 1839.541978698315 1837.730648481666 100 TCGA 1 100 100 0.0 0.002 25 7738 -71 1839.4309792325412 1836.430224241324 100 TCGA 1 100 100 0.0 0.002 25 7738 -72 1839.1568524079312 1837.4709895915123 100 TCGA 1 100 100 0.0 0.002 25 7738 -73 1838.7902239460886 1836.094117437775 100 TCGA 1 100 100 0.0 0.002 25 7738 -74 1838.5498373476785 1835.9478569605842 100 TCGA 1 100 100 0.0 0.002 25 7738 -75 1838.5047162278765 1835.5974992148242 100 TCGA 1 100 100 0.0 0.002 25 7738 -76 1838.1000792346558 1835.204489856509 100 TCGA 1 100 100 0.0 0.002 25 7738 -77 1838.0294811318183 1835.0685955411825 100 TCGA 1 100 100 0.0 0.002 25 7738 -78 1837.6528015647673 1834.7945329675722 100 TCGA 1 100 100 0.0 0.002 25 7738 -79 1837.6694417008864 1835.1867093033527 100 TCGA 1 100 100 0.0 0.002 25 7738 -80 1837.324571212869 1834.569118173877 100 TCGA 1 100 100 0.0 0.002 25 7738 -81 1837.2357379254624 1833.8888405651303 100 TCGA 1 100 100 0.0 0.002 25 7738 -82 1836.906466862495 1834.0658320901382 100 TCGA 1 100 100 0.0 0.002 25 7738 -83 1836.7807270011301 1833.7701581638662 100 TCGA 1 100 100 0.0 0.002 25 7738 -84 1836.7280822815221 1834.3107836546012 100 TCGA 1 100 100 0.0 0.002 25 7738 -85 1836.3926847304388 1834.675194821765 100 TCGA 1 100 100 0.0 0.002 25 7738 -86 1836.3279686617072 1833.3977670334093 100 TCGA 1 100 100 0.0 0.002 25 7738 -87 1836.1825076117154 1833.511193050212 100 TCGA 1 100 100 0.0 0.002 25 7738 -88 1836.0735580796895 1833.1354618551743 100 TCGA 1 100 100 0.0 0.002 25 7738 -89 1835.7174857635957 1833.2778504338096 100 TCGA 1 100 100 0.0 0.002 25 7738 -90 1835.5221265692146 1832.7460182995053 100 TCGA 1 100 100 0.0 0.002 25 7738 -91 1835.6587146512497 1832.2329537089745 100 TCGA 1 100 100 0.0 0.002 25 7738 -92 1835.4754691402327 1832.8707686381124 100 TCGA 1 100 100 0.0 0.002 25 7738 -93 1835.0974361855267 1832.751751923681 100 TCGA 1 100 100 0.0 0.002 25 7738 -94 1835.116958647118 1832.144071799427 100 TCGA 1 100 100 0.0 0.002 25 7738 -95 1834.8838113128427 1831.8243610631282 100 TCGA 1 100 100 0.0 0.002 25 7738 -96 1834.7287080434567 1832.511738379397 100 TCGA 1 100 100 0.0 0.002 25 7738 -97 1834.6375929581984 1832.3378832639762 100 TCGA 1 100 100 0.0 0.002 25 7738 -98 1834.690252883797 1831.676408777285 100 TCGA 1 100 100 0.0 0.002 25 7738 -99 1834.5987862485742 1831.8151646906408 100 TCGA 1 100 100 0.0 0.002 25 7738 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index bf02d327e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3421.1524020123793 4296.982387523555 100 TCGA 1 100 100 1.0 0.002 25 5112 -1 2163.689865321796 2369.23488168381 100 TCGA 1 100 100 1.0 0.002 25 5112 -2 2036.7168010852608 2055.3783934320036 100 TCGA 1 100 100 1.0 0.002 25 5112 -3 1996.9229795190024 2043.2075796462782 100 TCGA 1 100 100 1.0 0.002 25 5112 -4 1981.9495945668723 1991.2785435968908 100 TCGA 1 100 100 1.0 0.002 25 5112 -5 1964.747329618239 1971.066443668538 100 TCGA 1 100 100 1.0 0.002 25 5112 -6 1953.8926852618308 1944.5101103662846 100 TCGA 1 100 100 1.0 0.002 25 5112 -7 1941.650377667207 1962.241888151696 100 TCGA 1 100 100 1.0 0.002 25 5112 -8 1934.9819018601013 1922.4127068447708 100 TCGA 1 100 100 1.0 0.002 25 5112 -9 1928.5616007482438 1922.015913920187 100 TCGA 1 100 100 1.0 0.002 25 5112 -10 1921.0574856338817 1917.7512084347518 100 TCGA 1 100 100 1.0 0.002 25 5112 -11 1917.3153079169472 1913.7167355331344 100 TCGA 1 100 100 1.0 0.002 25 5112 -12 1911.77279358898 1903.5723870818938 100 TCGA 1 100 100 1.0 0.002 25 5112 -13 1905.1334603896482 1900.6902137641332 100 TCGA 1 100 100 1.0 0.002 25 5112 -14 1903.9901317073134 1897.3906648722127 100 TCGA 1 100 100 1.0 0.002 25 5112 -15 1897.0498600204098 1892.7698189433495 100 TCGA 1 100 100 1.0 0.002 25 5112 -16 1894.423085906434 1896.615592611495 100 TCGA 1 100 100 1.0 0.002 25 5112 -17 1890.6818100982166 1885.2276059251335 100 TCGA 1 100 100 1.0 0.002 25 5112 -18 1888.9821304813509 1885.0570908742934 100 TCGA 1 100 100 1.0 0.002 25 5112 -19 1885.469475200392 1881.760797395179 100 TCGA 1 100 100 1.0 0.002 25 5112 -20 1883.8137086037348 1878.5479846743483 100 TCGA 1 100 100 1.0 0.002 25 5112 -21 1880.6755497674083 1882.0541869503768 100 TCGA 1 100 100 1.0 0.002 25 5112 -22 1878.641437689339 1872.568229330245 100 TCGA 1 100 100 1.0 0.002 25 5112 -23 1876.7447251291037 1871.6617069723618 100 TCGA 1 100 100 1.0 0.002 25 5112 -24 1874.2487477131062 1870.7839085564542 100 TCGA 1 100 100 1.0 0.002 25 5112 -25 1873.335177459359 1868.6703187568703 100 TCGA 1 100 100 1.0 0.002 25 5112 -26 1870.841620875198 1866.4048323894865 100 TCGA 1 100 100 1.0 0.002 25 5112 -27 1869.9060555377275 1865.1064520601053 100 TCGA 1 100 100 1.0 0.002 25 5112 -28 1868.0623461142864 1865.583513882891 100 TCGA 1 100 100 1.0 0.002 25 5112 -29 1866.957881504676 1862.8497664101758 100 TCGA 1 100 100 1.0 0.002 25 5112 -30 1864.9934519271603 1861.2342283929413 100 TCGA 1 100 100 1.0 0.002 25 5112 -31 1863.7202197897846 1860.5212163110475 100 TCGA 1 100 100 1.0 0.002 25 5112 -32 1862.2613536154722 1860.68982731038 100 TCGA 1 100 100 1.0 0.002 25 5112 -33 1861.408129343245 1857.43182771769 100 TCGA 1 100 100 1.0 0.002 25 5112 -34 1860.2505197287644 1859.3939196716 100 TCGA 1 100 100 1.0 0.002 25 5112 -35 1859.2090387813798 1857.288105566897 100 TCGA 1 100 100 1.0 0.002 25 5112 -36 1858.3197475075256 1854.8112523064542 100 TCGA 1 100 100 1.0 0.002 25 5112 -37 1857.1113097306568 1854.272238266528 100 TCGA 1 100 100 1.0 0.002 25 5112 -38 1856.3186738910201 1852.6877269649026 100 TCGA 1 100 100 1.0 0.002 25 5112 -39 1855.218445376049 1852.391631620014 100 TCGA 1 100 100 1.0 0.002 25 5112 -40 1854.3347019587713 1851.5522313717022 100 TCGA 1 100 100 1.0 0.002 25 5112 -41 1853.9948371983437 1850.8348793528187 100 TCGA 1 100 100 1.0 0.002 25 5112 -42 1852.8282500406583 1850.188975271867 100 TCGA 1 100 100 1.0 0.002 25 5112 -43 1852.118471942931 1849.87285978231 100 TCGA 1 100 100 1.0 0.002 25 5112 -44 1851.4220857174219 1850.0086706726995 100 TCGA 1 100 100 1.0 0.002 25 5112 -45 1850.9018581802125 1846.864446745446 100 TCGA 1 100 100 1.0 0.002 25 5112 -46 1850.2100767401103 1846.6273935595948 100 TCGA 1 100 100 1.0 0.002 25 5112 -47 1849.5258792332606 1846.8439475208072 100 TCGA 1 100 100 1.0 0.002 25 5112 -48 1848.9355571622068 1846.7527947353958 100 TCGA 1 100 100 1.0 0.002 25 5112 -49 1848.1765909689932 1846.7411974422896 100 TCGA 1 100 100 1.0 0.002 25 5112 -50 1847.8282533107638 1845.0806755947708 100 TCGA 1 100 100 1.0 0.002 25 5112 -51 1847.0818827327093 1845.880950160961 100 TCGA 1 100 100 1.0 0.002 25 5112 -52 1847.060992590377 1845.277952874725 100 TCGA 1 100 100 1.0 0.002 25 5112 -53 1846.3884344517166 1844.2299835358433 100 TCGA 1 100 100 1.0 0.002 25 5112 -54 1845.775057169619 1844.0348489272535 100 TCGA 1 100 100 1.0 0.002 25 5112 -55 1845.4175192331254 1842.1648421551115 100 TCGA 1 100 100 1.0 0.002 25 5112 -56 1845.1337959024706 1841.7841931827104 100 TCGA 1 100 100 1.0 0.002 25 5112 -57 1844.184181020068 1841.641562303706 100 TCGA 1 100 100 1.0 0.002 25 5112 -58 1843.7988002337254 1840.6155386306532 100 TCGA 1 100 100 1.0 0.002 25 5112 -59 1843.666429252467 1841.289461835545 100 TCGA 1 100 100 1.0 0.002 25 5112 -60 1843.255206907204 1840.4527121692447 100 TCGA 1 100 100 1.0 0.002 25 5112 -61 1842.904970612107 1840.0011035401617 100 TCGA 1 100 100 1.0 0.002 25 5112 -62 1842.424440629382 1840.108549951908 100 TCGA 1 100 100 1.0 0.002 25 5112 -63 1841.9668387732265 1839.4479305708228 100 TCGA 1 100 100 1.0 0.002 25 5112 -64 1841.4584352425372 1838.627215054766 100 TCGA 1 100 100 1.0 0.002 25 5112 -65 1841.3155265780003 1838.4395715148005 100 TCGA 1 100 100 1.0 0.002 25 5112 -66 1840.9485642656389 1838.5641979428392 100 TCGA 1 100 100 1.0 0.002 25 5112 -67 1840.6245416265897 1838.4619024075455 100 TCGA 1 100 100 1.0 0.002 25 5112 -68 1840.249964941744 1837.316133278698 100 TCGA 1 100 100 1.0 0.002 25 5112 -69 1840.1129961785548 1837.571566941151 100 TCGA 1 100 100 1.0 0.002 25 5112 -70 1839.7403422748555 1836.7187598146984 100 TCGA 1 100 100 1.0 0.002 25 5112 -71 1839.7946876400695 1836.8586493257303 100 TCGA 1 100 100 1.0 0.002 25 5112 -72 1839.3451068076401 1836.8473047611103 100 TCGA 1 100 100 1.0 0.002 25 5112 -73 1839.2350594875788 1836.086146062343 100 TCGA 1 100 100 1.0 0.002 25 5112 -74 1838.9287711619427 1836.0231553274184 100 TCGA 1 100 100 1.0 0.002 25 5112 -75 1838.636527748589 1836.0776772043812 100 TCGA 1 100 100 1.0 0.002 25 5112 -76 1838.1312486401812 1835.8477678921954 100 TCGA 1 100 100 1.0 0.002 25 5112 -77 1838.0677380140824 1835.015810252434 100 TCGA 1 100 100 1.0 0.002 25 5112 -78 1837.84366039911 1835.4672980380417 100 TCGA 1 100 100 1.0 0.002 25 5112 -79 1837.5656362355373 1834.8224748007617 100 TCGA 1 100 100 1.0 0.002 25 5112 -80 1837.5609331153335 1834.7339541948022 100 TCGA 1 100 100 1.0 0.002 25 5112 -81 1837.3508847297628 1834.5388551644944 100 TCGA 1 100 100 1.0 0.002 25 5112 -82 1836.8703140205992 1835.2118122350032 100 TCGA 1 100 100 1.0 0.002 25 5112 -83 1836.750867286475 1833.9882935183732 100 TCGA 1 100 100 1.0 0.002 25 5112 -84 1836.6724972874474 1834.0018310546875 100 TCGA 1 100 100 1.0 0.002 25 5112 -85 1836.4337851329233 1833.5846646562893 100 TCGA 1 100 100 1.0 0.002 25 5112 -86 1836.3436706863167 1833.94906355508 100 TCGA 1 100 100 1.0 0.002 25 5112 -87 1836.0160767786977 1833.3505969790358 100 TCGA 1 100 100 1.0 0.002 25 5112 -88 1835.8334100354741 1833.0340981028187 100 TCGA 1 100 100 1.0 0.002 25 5112 -89 1835.7546826820446 1832.9015432386543 100 TCGA 1 100 100 1.0 0.002 25 5112 -90 1835.7949084130657 1832.7879104997644 100 TCGA 1 100 100 1.0 0.002 25 5112 -91 1835.7807694307487 1833.8646632822315 100 TCGA 1 100 100 1.0 0.002 25 5112 -92 1835.569063496837 1832.8680413787688 100 TCGA 1 100 100 1.0 0.002 25 5112 -93 1835.2555918122446 1832.3622519334956 100 TCGA 1 100 100 1.0 0.002 25 5112 -94 1835.0180461452214 1832.2556219819803 100 TCGA 1 100 100 1.0 0.002 25 5112 -95 1834.923564172986 1831.7709414994897 100 TCGA 1 100 100 1.0 0.002 25 5112 -96 1835.064244260638 1832.2164772838803 100 TCGA 1 100 100 1.0 0.002 25 5112 -97 1834.5542411578529 1831.9777721615892 100 TCGA 1 100 100 1.0 0.002 25 5112 -98 1834.6761881328744 1831.7855703075927 100 TCGA 1 100 100 1.0 0.002 25 5112 -99 1834.5393113005252 1831.596047252866 100 TCGA 1 100 100 1.0 0.002 25 5112 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 3771811ca..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3422.1448065383797 3200.7835245563756 100 TCGA 1 50 100 0.5 0.002 25 1506 -1 2165.33919580585 2590.8946637484296 100 TCGA 1 50 100 0.5 0.002 25 1506 -2 2038.4061318401887 2228.635986328125 100 TCGA 1 50 100 0.5 0.002 25 1506 -3 2002.6674880717453 2122.8712998586684 100 TCGA 1 50 100 0.5 0.002 25 1506 -4 1981.8480158662248 2001.589954165358 100 TCGA 1 50 100 0.5 0.002 25 1506 -5 1965.6679126268148 1950.9737199179492 100 TCGA 1 50 100 0.5 0.002 25 1506 -6 1953.5900579827853 1953.7447614046796 100 TCGA 1 50 100 0.5 0.002 25 1506 -7 1943.7429598444128 1945.5067782761464 100 TCGA 1 50 100 0.5 0.002 25 1506 -8 1935.5871933703843 1947.6314488703283 100 TCGA 1 50 100 0.5 0.002 25 1506 -9 1928.7256031873064 1937.770862368483 100 TCGA 1 50 100 0.5 0.002 25 1506 -10 1921.4437883038356 1923.8634615950848 100 TCGA 1 50 100 0.5 0.002 25 1506 -11 1915.9091284558474 1909.521001614518 100 TCGA 1 50 100 0.5 0.002 25 1506 -12 1911.379341923428 1909.927098259854 100 TCGA 1 50 100 0.5 0.002 25 1506 -13 1906.3553431370733 1906.5936248625942 100 TCGA 1 50 100 0.5 0.002 25 1506 -14 1903.0162860381974 1910.0956215403187 100 TCGA 1 50 100 0.5 0.002 25 1506 -15 1899.2506470721219 1897.9566895758087 100 TCGA 1 50 100 0.5 0.002 25 1506 -16 1894.7516400532766 1894.0584606381517 100 TCGA 1 50 100 0.5 0.002 25 1506 -17 1891.5011338818244 1886.7082544067996 100 TCGA 1 50 100 0.5 0.002 25 1506 -18 1888.8493505189003 1886.8172460201397 100 TCGA 1 50 100 0.5 0.002 25 1506 -19 1886.3643030353337 1884.424694272142 100 TCGA 1 50 100 0.5 0.002 25 1506 -20 1883.8955781333932 1880.8154824415044 100 TCGA 1 50 100 0.5 0.002 25 1506 -21 1880.7732145469333 1877.7705298955716 100 TCGA 1 50 100 0.5 0.002 25 1506 -22 1878.7363755687804 1887.6180702094457 100 TCGA 1 50 100 0.5 0.002 25 1506 -23 1876.3889488256834 1874.360306782938 100 TCGA 1 50 100 0.5 0.002 25 1506 -24 1874.0274957962795 1876.0098202192603 100 TCGA 1 50 100 0.5 0.002 25 1506 -25 1872.987341326307 1873.1424082080323 100 TCGA 1 50 100 0.5 0.002 25 1506 -26 1870.9929476768953 1870.434591782153 100 TCGA 1 50 100 0.5 0.002 25 1506 -27 1869.0976457311608 1868.786560365303 100 TCGA 1 50 100 0.5 0.002 25 1506 -28 1867.1490225491214 1866.6502949316896 100 TCGA 1 50 100 0.5 0.002 25 1506 -29 1866.5825319849016 1866.0966980900596 100 TCGA 1 50 100 0.5 0.002 25 1506 -30 1865.4428105286713 1864.826341178549 100 TCGA 1 50 100 0.5 0.002 25 1506 -31 1863.9703946450497 1861.974124774262 100 TCGA 1 50 100 0.5 0.002 25 1506 -32 1862.2343420400618 1860.7613316828283 100 TCGA 1 50 100 0.5 0.002 25 1506 -33 1860.998193293973 1863.0273302547896 100 TCGA 1 50 100 0.5 0.002 25 1506 -34 1860.2876383826888 1860.943916972558 100 TCGA 1 50 100 0.5 0.002 25 1506 -35 1858.9170155551287 1861.029074204028 100 TCGA 1 50 100 0.5 0.002 25 1506 -36 1858.183800843055 1856.757349368915 100 TCGA 1 50 100 0.5 0.002 25 1506 -37 1856.2802918454688 1857.884877880614 100 TCGA 1 50 100 0.5 0.002 25 1506 -38 1856.013146205544 1855.0209096017195 100 TCGA 1 50 100 0.5 0.002 25 1506 -39 1855.3167608656886 1857.8883627119974 100 TCGA 1 50 100 0.5 0.002 25 1506 -40 1854.1420815186066 1853.9123228446922 100 TCGA 1 50 100 0.5 0.002 25 1506 -41 1853.4415340021208 1853.1735263230214 100 TCGA 1 50 100 0.5 0.002 25 1506 -42 1852.7641469123228 1852.5089375098146 100 TCGA 1 50 100 0.5 0.002 25 1506 -43 1852.1304519607334 1851.4781917399498 100 TCGA 1 50 100 0.5 0.002 25 1506 -44 1851.3184667707142 1851.863097837822 100 TCGA 1 50 100 0.5 0.002 25 1506 -45 1850.7176301251272 1850.7368532113694 100 TCGA 1 50 100 0.5 0.002 25 1506 -46 1849.9686869414659 1850.49181331462 100 TCGA 1 50 100 0.5 0.002 25 1506 -47 1849.3192882484618 1849.9028154689463 100 TCGA 1 50 100 0.5 0.002 25 1506 -48 1848.7098669355928 1849.2593797846655 100 TCGA 1 50 100 0.5 0.002 25 1506 -49 1848.4525123593637 1849.7194584985475 100 TCGA 1 50 100 0.5 0.002 25 1506 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index 4ae35fa6f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3386.447741970365 3868.66621191897 100 TCGA 1 50 100 0.0 0.002 25 9591 -1 2157.6995913240175 2613.211354624686 100 TCGA 1 50 100 0.0 0.002 25 9591 -2 2036.0590445885423 2093.7628437598146 100 TCGA 1 50 100 0.0 0.002 25 9591 -3 2002.3903730247473 2056.884054059359 100 TCGA 1 50 100 0.0 0.002 25 9591 -4 1978.609612913799 2018.420324891057 100 TCGA 1 50 100 0.0 0.002 25 9591 -5 1965.7728248184874 1966.0196183554492 100 TCGA 1 50 100 0.0 0.002 25 9591 -6 1952.39164682621 1952.8022884196373 100 TCGA 1 50 100 0.0 0.002 25 9591 -7 1944.5357218828701 1945.0840408095164 100 TCGA 1 50 100 0.0 0.002 25 9591 -8 1936.902470793598 1950.5166806935065 100 TCGA 1 50 100 0.0 0.002 25 9591 -9 1929.2884080156389 1922.7426408163867 100 TCGA 1 50 100 0.0 0.002 25 9591 -10 1922.125041884601 1923.5695530877042 100 TCGA 1 50 100 0.0 0.002 25 9591 -11 1916.4308585792744 1907.104974947982 100 TCGA 1 50 100 0.0 0.002 25 9591 -12 1910.157907493839 1910.1712738497174 100 TCGA 1 50 100 0.0 0.002 25 9591 -13 1906.3512138931303 1899.779954459799 100 TCGA 1 50 100 0.0 0.002 25 9591 -14 1902.1173628185302 1895.0227719407585 100 TCGA 1 50 100 0.0 0.002 25 9591 -15 1898.7882038793043 1893.1090406868327 100 TCGA 1 50 100 0.0 0.002 25 9591 -16 1894.6469207160746 1899.179284483943 100 TCGA 1 50 100 0.0 0.002 25 9591 -17 1891.771762647351 1886.974933873469 100 TCGA 1 50 100 0.0 0.002 25 9591 -18 1888.2430795984005 1884.3880296256673 100 TCGA 1 50 100 0.0 0.002 25 9591 -19 1885.4141576191932 1880.4628403246702 100 TCGA 1 50 100 0.0 0.002 25 9591 -20 1882.9203259101575 1880.1391380731784 100 TCGA 1 50 100 0.0 0.002 25 9591 -21 1880.72148127385 1877.6538944723618 100 TCGA 1 50 100 0.0 0.002 25 9591 -22 1878.2264905304285 1874.2745576024654 100 TCGA 1 50 100 0.0 0.002 25 9591 -23 1876.1451493135612 1873.0242834043263 100 TCGA 1 50 100 0.0 0.002 25 9591 -24 1874.6665083208925 1870.3351596851444 100 TCGA 1 50 100 0.0 0.002 25 9591 -25 1872.5220078507602 1870.4286692250314 100 TCGA 1 50 100 0.0 0.002 25 9591 -26 1870.1729440383579 1867.7255945253612 100 TCGA 1 50 100 0.0 0.002 25 9591 -27 1869.3780351484018 1866.0971630614008 100 TCGA 1 50 100 0.0 0.002 25 9591 -28 1867.3183591161167 1867.0870005545305 100 TCGA 1 50 100 0.0 0.002 25 9591 -29 1865.8888732453704 1863.37413753337 100 TCGA 1 50 100 0.0 0.002 25 9591 -30 1864.917160802314 1862.3134765625 100 TCGA 1 50 100 0.0 0.002 25 9591 -31 1863.0738667912722 1860.295226744072 100 TCGA 1 50 100 0.0 0.002 25 9591 -32 1862.3834793698857 1858.7526174574043 100 TCGA 1 50 100 0.0 0.002 25 9591 -33 1861.0702499728582 1860.4758257841945 100 TCGA 1 50 100 0.0 0.002 25 9591 -34 1859.894902597728 1857.84825862712 100 TCGA 1 50 100 0.0 0.002 25 9591 -35 1858.0680859260547 1855.904033104978 100 TCGA 1 50 100 0.0 0.002 25 9591 -36 1857.6957885728561 1855.021470266371 100 TCGA 1 50 100 0.0 0.002 25 9591 -37 1856.7977267670997 1854.0484410578283 100 TCGA 1 50 100 0.0 0.002 25 9591 -38 1855.7466899583562 1852.87706722087 100 TCGA 1 50 100 0.0 0.002 25 9591 -39 1854.8701174463833 1851.98621402913 100 TCGA 1 50 100 0.0 0.002 25 9591 -40 1853.851606305788 1851.9486157594613 100 TCGA 1 50 100 0.0 0.002 25 9591 -41 1853.0819033616249 1851.0912116736024 100 TCGA 1 50 100 0.0 0.002 25 9591 -42 1852.2350545551697 1851.7098634039337 100 TCGA 1 50 100 0.0 0.002 25 9591 -43 1851.356724702137 1849.1593232274654 100 TCGA 1 50 100 0.0 0.002 25 9591 -44 1851.22679796122 1850.1345558358198 100 TCGA 1 50 100 0.0 0.002 25 9591 -45 1850.3020917583967 1848.4421356047817 100 TCGA 1 50 100 0.0 0.002 25 9591 -46 1849.8759151526442 1847.3533953949434 100 TCGA 1 50 100 0.0 0.002 25 9591 -47 1849.184020989281 1847.6527013730763 100 TCGA 1 50 100 0.0 0.002 25 9591 -48 1848.4301014544776 1845.8990625736103 100 TCGA 1 50 100 0.0 0.002 25 9591 -49 1847.9368201450707 1846.5235276725423 100 TCGA 1 50 100 0.0 0.002 25 9591 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index 49d8371c5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3413.2297476917415 4227.380496231156 100 TCGA 1 50 100 1.0 0.002 25 6236 -1 2150.0824674003184 2371.8288402461526 100 TCGA 1 50 100 1.0 0.002 25 6236 -2 2035.0822179321467 2146.8757385560616 100 TCGA 1 50 100 1.0 0.002 25 6236 -3 2000.7796977490557 2019.397380579656 100 TCGA 1 50 100 1.0 0.002 25 6236 -4 1976.502714378305 2001.5456223991048 100 TCGA 1 50 100 1.0 0.002 25 6236 -5 1964.7021069480368 1959.345011802175 100 TCGA 1 50 100 1.0 0.002 25 6236 -6 1951.9535621449756 1981.2924007243248 100 TCGA 1 50 100 1.0 0.002 25 6236 -7 1944.4772939817196 1933.5605425810695 100 TCGA 1 50 100 1.0 0.002 25 6236 -8 1933.5187588374602 1942.322718327968 100 TCGA 1 50 100 1.0 0.002 25 6236 -9 1927.9310113885783 1932.4859116137327 100 TCGA 1 50 100 1.0 0.002 25 6236 -10 1921.2917741532171 1926.2043070577497 100 TCGA 1 50 100 1.0 0.002 25 6236 -11 1915.627205263758 1919.3893086035646 100 TCGA 1 50 100 1.0 0.002 25 6236 -12 1909.941220330878 1906.2390480233198 100 TCGA 1 50 100 1.0 0.002 25 6236 -13 1906.3401208369378 1905.6322591963724 100 TCGA 1 50 100 1.0 0.002 25 6236 -14 1901.0284571391635 1895.8242929736573 100 TCGA 1 50 100 1.0 0.002 25 6236 -15 1897.6346451079876 1895.3318748282427 100 TCGA 1 50 100 1.0 0.002 25 6236 -16 1894.4625643774766 1891.6686195871937 100 TCGA 1 50 100 1.0 0.002 25 6236 -17 1891.3593681055277 1889.887756040947 100 TCGA 1 50 100 1.0 0.002 25 6236 -18 1887.929871838571 1887.8863022387327 100 TCGA 1 50 100 1.0 0.002 25 6236 -19 1885.03589890458 1883.8222098039023 100 TCGA 1 50 100 1.0 0.002 25 6236 -20 1883.2607855163976 1882.0908393284783 100 TCGA 1 50 100 1.0 0.002 25 6236 -21 1881.630499254634 1880.7638706226444 100 TCGA 1 50 100 1.0 0.002 25 6236 -22 1879.0069972490783 1880.4364743640076 100 TCGA 1 50 100 1.0 0.002 25 6236 -23 1876.5805172729151 1876.2413127649968 100 TCGA 1 50 100 1.0 0.002 25 6236 -24 1874.1447158610797 1878.4621379603093 100 TCGA 1 50 100 1.0 0.002 25 6236 -25 1872.627303230668 1873.1716872938914 100 TCGA 1 50 100 1.0 0.002 25 6236 -26 1871.3108105953816 1869.910559266057 100 TCGA 1 50 100 1.0 0.002 25 6236 -27 1869.2352837214366 1867.622535283841 100 TCGA 1 50 100 1.0 0.002 25 6236 -28 1868.114405008123 1867.5035529208542 100 TCGA 1 50 100 1.0 0.002 25 6236 -29 1865.9339429700144 1865.6238872585584 100 TCGA 1 50 100 1.0 0.002 25 6236 -30 1864.8329432279168 1865.4855018500707 100 TCGA 1 50 100 1.0 0.002 25 6236 -31 1863.6338295845571 1863.8055223627905 100 TCGA 1 50 100 1.0 0.002 25 6236 -32 1862.7202687459887 1861.835427749097 100 TCGA 1 50 100 1.0 0.002 25 6236 -33 1861.3181193628832 1860.4537580480528 100 TCGA 1 50 100 1.0 0.002 25 6236 -34 1859.829558409861 1859.9520920029836 100 TCGA 1 50 100 1.0 0.002 25 6236 -35 1858.5000806898527 1859.6679767244425 100 TCGA 1 50 100 1.0 0.002 25 6236 -36 1857.719867190661 1859.030169769747 100 TCGA 1 50 100 1.0 0.002 25 6236 -37 1857.4720515529948 1856.4934781328518 100 TCGA 1 50 100 1.0 0.002 25 6236 -38 1856.1267499424462 1855.916505746506 100 TCGA 1 50 100 1.0 0.002 25 6236 -39 1855.062705785013 1855.894019658841 100 TCGA 1 50 100 1.0 0.002 25 6236 -40 1854.7027463762872 1855.3356264967415 100 TCGA 1 50 100 1.0 0.002 25 6236 -41 1853.92004216038 1853.2518488438286 100 TCGA 1 50 100 1.0 0.002 25 6236 -42 1852.6864090519355 1853.3968223686793 100 TCGA 1 50 100 1.0 0.002 25 6236 -43 1851.936301124829 1851.8387181267667 100 TCGA 1 50 100 1.0 0.002 25 6236 -44 1851.5241493747121 1851.2072073011543 100 TCGA 1 50 100 1.0 0.002 25 6236 -45 1850.721072360785 1851.9386372781878 100 TCGA 1 50 100 1.0 0.002 25 6236 -46 1850.2765651378852 1850.725662614832 100 TCGA 1 50 100 1.0 0.002 25 6236 -47 1849.569892018937 1849.6299269786432 100 TCGA 1 50 100 1.0 0.002 25 6236 -48 1848.6971165899427 1849.2315078812028 100 TCGA 1 50 100 1.0 0.002 25 6236 -49 1848.1543589661278 1849.2533081668107 100 TCGA 1 50 100 1.0 0.002 25 6236 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index a405a5ac4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3830.541973520648 4596.948175938285 150 TCGA 1 100 100 0.5 0.002 25 5025 -1 2341.551549970046 3226.0511370328204 150 TCGA 1 100 100 0.5 0.002 25 5025 -2 2106.3330922493487 2597.680797787767 150 TCGA 1 100 100 0.5 0.002 25 5025 -3 2032.7002270461487 2373.402005142902 150 TCGA 1 100 100 0.5 0.002 25 5025 -4 2008.4840098927232 2112.7844888505024 150 TCGA 1 100 100 0.5 0.002 25 5025 -5 1993.4996624024855 2000.8607374028345 150 TCGA 1 100 100 0.5 0.002 25 5025 -6 1981.0783428435268 2051.273733781211 150 TCGA 1 100 100 0.5 0.002 25 5025 -7 1968.1884029715013 1995.3831842317054 150 TCGA 1 100 100 0.5 0.002 25 5025 -8 1958.6937695279798 1959.832389486495 150 TCGA 1 100 100 0.5 0.002 25 5025 -9 1950.8180051817 1950.5636489331423 150 TCGA 1 100 100 0.5 0.002 25 5025 -10 1945.9240583268004 1944.663798729978 150 TCGA 1 100 100 0.5 0.002 25 5025 -11 1941.6797738444102 1965.8836780337233 150 TCGA 1 100 100 0.5 0.002 25 5025 -12 1934.2093993513854 1938.5820778698178 150 TCGA 1 100 100 0.5 0.002 25 5025 -13 1929.8753004954428 1923.4349352966 150 TCGA 1 100 100 0.5 0.002 25 5025 -14 1924.5443276150816 1922.4724660902168 150 TCGA 1 100 100 0.5 0.002 25 5025 -15 1921.6971155680349 1918.778858280661 150 TCGA 1 100 100 0.5 0.002 25 5025 -16 1916.4273479439103 1920.310792855881 150 TCGA 1 100 100 0.5 0.002 25 5025 -17 1913.3469264305838 1910.8061100178627 150 TCGA 1 100 100 0.5 0.002 25 5025 -18 1910.0454045289434 1911.6886838980056 150 TCGA 1 100 100 0.5 0.002 25 5025 -19 1907.5507456739774 1916.172502527285 150 TCGA 1 100 100 0.5 0.002 25 5025 -20 1904.5507151393676 1907.9097170422424 150 TCGA 1 100 100 0.5 0.002 25 5025 -21 1900.5828646363816 1896.655643942368 150 TCGA 1 100 100 0.5 0.002 25 5025 -22 1897.3698052330626 1898.0946259618404 150 TCGA 1 100 100 0.5 0.002 25 5025 -23 1895.794005019176 1898.222210908056 150 TCGA 1 100 100 0.5 0.002 25 5025 -24 1893.9008248950079 1895.4153433181532 150 TCGA 1 100 100 0.5 0.002 25 5025 -25 1891.8732933864515 1892.362050118758 150 TCGA 1 100 100 0.5 0.002 25 5025 -26 1889.000811258668 1886.741934158095 150 TCGA 1 100 100 0.5 0.002 25 5025 -27 1886.7757248842818 1891.0691660205323 150 TCGA 1 100 100 0.5 0.002 25 5025 -28 1885.800449402421 1888.2166698973383 150 TCGA 1 100 100 0.5 0.002 25 5025 -29 1883.531139947325 1881.8592836006203 150 TCGA 1 100 100 0.5 0.002 25 5025 -30 1882.2967874293004 1877.6269040515076 150 TCGA 1 100 100 0.5 0.002 25 5025 -31 1879.7605269873086 1887.679439678863 150 TCGA 1 100 100 0.5 0.002 25 5025 -32 1879.3649902207496 1877.368916113772 150 TCGA 1 100 100 0.5 0.002 25 5025 -33 1877.5225511379094 1873.8347296786667 150 TCGA 1 100 100 0.5 0.002 25 5025 -34 1875.6492088770065 1874.454914342219 150 TCGA 1 100 100 0.5 0.002 25 5025 -35 1875.203088483822 1874.8151536491048 150 TCGA 1 100 100 0.5 0.002 25 5025 -36 1873.4448101845474 1873.7848458601602 150 TCGA 1 100 100 0.5 0.002 25 5025 -37 1871.870267980239 1872.042116711487 150 TCGA 1 100 100 0.5 0.002 25 5025 -38 1870.7360313220513 1868.7949089932083 150 TCGA 1 100 100 0.5 0.002 25 5025 -39 1869.212366413466 1867.4659160058104 150 TCGA 1 100 100 0.5 0.002 25 5025 -40 1868.785568950937 1869.3600920864087 150 TCGA 1 100 100 0.5 0.002 25 5025 -41 1867.3127738032067 1865.9427974835114 150 TCGA 1 100 100 0.5 0.002 25 5025 -42 1866.7299110198849 1865.4223123675015 150 TCGA 1 100 100 0.5 0.002 25 5025 -43 1865.118659347226 1865.4691658978486 150 TCGA 1 100 100 0.5 0.002 25 5025 -44 1864.2545441658267 1865.1793912187893 150 TCGA 1 100 100 0.5 0.002 25 5025 -45 1863.4213106887976 1863.7559869660804 150 TCGA 1 100 100 0.5 0.002 25 5025 -46 1862.9344971711407 1861.997359232687 150 TCGA 1 100 100 0.5 0.002 25 5025 -47 1861.4151795816576 1861.3466987034783 150 TCGA 1 100 100 0.5 0.002 25 5025 -48 1861.4211687117179 1860.8803858157978 150 TCGA 1 100 100 0.5 0.002 25 5025 -49 1860.5675429114142 1859.929222528659 150 TCGA 1 100 100 0.5 0.002 25 5025 -50 1860.0912620219979 1857.6779398702497 150 TCGA 1 100 100 0.5 0.002 25 5025 -51 1859.1503209445025 1856.1964534586998 150 TCGA 1 100 100 0.5 0.002 25 5025 -52 1858.1263199508264 1858.178265595556 150 TCGA 1 100 100 0.5 0.002 25 5025 -53 1857.8054572419537 1855.558339181258 150 TCGA 1 100 100 0.5 0.002 25 5025 -54 1856.4766793653946 1857.2842195597127 150 TCGA 1 100 100 0.5 0.002 25 5025 -55 1856.263036398127 1856.6109852239715 150 TCGA 1 100 100 0.5 0.002 25 5025 -56 1855.3593473267324 1855.4119449788002 150 TCGA 1 100 100 0.5 0.002 25 5025 -57 1854.6165337786636 1852.3052782221655 150 TCGA 1 100 100 0.5 0.002 25 5025 -58 1854.0006101335555 1853.229312455834 150 TCGA 1 100 100 0.5 0.002 25 5025 -59 1853.8921056765107 1853.161457310969 150 TCGA 1 100 100 0.5 0.002 25 5025 -60 1853.1098610603033 1852.2279249028345 150 TCGA 1 100 100 0.5 0.002 25 5025 -61 1852.4518379954864 1857.4879027706893 150 TCGA 1 100 100 0.5 0.002 25 5025 -62 1851.9522007455623 1851.6158103751177 150 TCGA 1 100 100 0.5 0.002 25 5025 -63 1851.392424171159 1849.2487983128533 150 TCGA 1 100 100 0.5 0.002 25 5025 -64 1850.8431606997415 1849.5485741696766 150 TCGA 1 100 100 0.5 0.002 25 5025 -65 1850.6582004407885 1848.931187922032 150 TCGA 1 100 100 0.5 0.002 25 5025 -66 1849.9645703691817 1849.044891817486 150 TCGA 1 100 100 0.5 0.002 25 5025 -67 1849.6290537317573 1848.1086456452183 150 TCGA 1 100 100 0.5 0.002 25 5025 -68 1848.9420540578958 1847.9776255545305 150 TCGA 1 100 100 0.5 0.002 25 5025 -69 1848.7797807007312 1849.357223740774 150 TCGA 1 100 100 0.5 0.002 25 5025 -70 1848.3964502705248 1849.0028309270965 150 TCGA 1 100 100 0.5 0.002 25 5025 -71 1847.7511860400068 1848.8993968867776 150 TCGA 1 100 100 0.5 0.002 25 5025 -72 1847.6454960264948 1845.6639796884815 150 TCGA 1 100 100 0.5 0.002 25 5025 -73 1847.3363236722064 1847.4979996417635 150 TCGA 1 100 100 0.5 0.002 25 5025 -74 1846.6697763416807 1846.001821239989 150 TCGA 1 100 100 0.5 0.002 25 5025 -75 1846.1265055429378 1845.3669212763034 150 TCGA 1 100 100 0.5 0.002 25 5025 -76 1845.8535952793193 1845.0428252100346 150 TCGA 1 100 100 0.5 0.002 25 5025 -77 1845.5798678572176 1844.2975828851288 150 TCGA 1 100 100 0.5 0.002 25 5025 -78 1845.2010663595966 1843.5419639702418 150 TCGA 1 100 100 0.5 0.002 25 5025 -79 1844.7949936538153 1843.9283987074043 150 TCGA 1 100 100 0.5 0.002 25 5025 -80 1844.425944755274 1843.7947452104272 150 TCGA 1 100 100 0.5 0.002 25 5025 -81 1844.0992117983008 1845.439171565837 150 TCGA 1 100 100 0.5 0.002 25 5025 -82 1844.2043784041798 1842.3192733687972 150 TCGA 1 100 100 0.5 0.002 25 5025 -83 1843.5372695829176 1842.9685954184988 150 TCGA 1 100 100 0.5 0.002 25 5025 -84 1843.2531245721611 1841.6167464519865 150 TCGA 1 100 100 0.5 0.002 25 5025 -85 1842.94609390533 1841.708091850856 150 TCGA 1 100 100 0.5 0.002 25 5025 -86 1842.8181482079385 1841.590043111063 150 TCGA 1 100 100 0.5 0.002 25 5025 -87 1842.4941598913715 1841.5522080617934 150 TCGA 1 100 100 0.5 0.002 25 5025 -88 1842.3193488271659 1840.684142759697 150 TCGA 1 100 100 0.5 0.002 25 5025 -89 1841.8243323316638 1840.9831892617383 150 TCGA 1 100 100 0.5 0.002 25 5025 -90 1841.701791668992 1840.497434069763 150 TCGA 1 100 100 0.5 0.002 25 5025 -91 1841.679980406073 1840.9727942691975 150 TCGA 1 100 100 0.5 0.002 25 5025 -92 1841.3151167384055 1840.0965410548838 150 TCGA 1 100 100 0.5 0.002 25 5025 -93 1840.9542073231614 1839.6409666741913 150 TCGA 1 100 100 0.5 0.002 25 5025 -94 1840.7061502427073 1839.8707674112752 150 TCGA 1 100 100 0.5 0.002 25 5025 -95 1840.538284283023 1839.2950016194252 150 TCGA 1 100 100 0.5 0.002 25 5025 -96 1840.1688562838783 1838.8777873743718 150 TCGA 1 100 100 0.5 0.002 25 5025 -97 1839.8962437361129 1839.6758806238222 150 TCGA 1 100 100 0.5 0.002 25 5025 -98 1839.8857050036756 1838.8332593141488 150 TCGA 1 100 100 0.5 0.002 25 5025 -99 1839.651068981131 1838.3439984345555 150 TCGA 1 100 100 0.5 0.002 25 5025 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index 6469a8c4e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3824.5443830433696 4631.357674603486 150 TCGA 1 100 100 0.0 0.002 25 807 -1 2347.1235693016015 3229.961690778109 150 TCGA 1 100 100 0.0 0.002 25 807 -2 2098.6310596962117 2442.7107976405464 150 TCGA 1 100 100 0.0 0.002 25 807 -3 2031.454530845597 2115.8320373841866 150 TCGA 1 100 100 0.0 0.002 25 807 -4 2006.2040220853114 2229.120691347362 150 TCGA 1 100 100 0.0 0.002 25 807 -5 1989.8113056893512 2006.8620930580637 150 TCGA 1 100 100 0.0 0.002 25 807 -6 1974.6272566180394 2011.2391700936323 150 TCGA 1 100 100 0.0 0.002 25 807 -7 1969.4477453630993 1988.04240747193 150 TCGA 1 100 100 0.0 0.002 25 807 -8 1959.1789014075189 1963.1759082276617 150 TCGA 1 100 100 0.0 0.002 25 807 -9 1954.9428632046206 1949.787362716905 150 TCGA 1 100 100 0.0 0.002 25 807 -10 1946.4624714519791 1953.969429054452 150 TCGA 1 100 100 0.0 0.002 25 807 -11 1938.638175132352 1954.5703468514448 150 TCGA 1 100 100 0.0 0.002 25 807 -12 1933.1243628608233 1938.2417746692447 150 TCGA 1 100 100 0.0 0.002 25 807 -13 1929.550352770804 1935.5457033703674 150 TCGA 1 100 100 0.0 0.002 25 807 -14 1924.188020927803 1927.3260320155464 150 TCGA 1 100 100 0.0 0.002 25 807 -15 1920.6441202794938 1918.112878233943 150 TCGA 1 100 100 0.0 0.002 25 807 -16 1918.1161415022602 1921.2646472106626 150 TCGA 1 100 100 0.0 0.002 25 807 -17 1913.1945526228644 1917.5236393147377 150 TCGA 1 100 100 0.0 0.002 25 807 -18 1911.089694347056 1907.8684155641488 150 TCGA 1 100 100 0.0 0.002 25 807 -19 1906.3963435833336 1905.5541838832837 150 TCGA 1 100 100 0.0 0.002 25 807 -20 1903.8159496751477 1916.864273761385 150 TCGA 1 100 100 0.0 0.002 25 807 -21 1900.875478825195 1901.701833140311 150 TCGA 1 100 100 0.0 0.002 25 807 -22 1898.0557328437187 1899.401333449474 150 TCGA 1 100 100 0.0 0.002 25 807 -23 1896.3670131216252 1900.7499362044598 150 TCGA 1 100 100 0.0 0.002 25 807 -24 1894.2601545631705 1892.3776929078988 150 TCGA 1 100 100 0.0 0.002 25 807 -25 1892.3081144751654 1891.4439648192133 150 TCGA 1 100 100 0.0 0.002 25 807 -26 1889.121402870346 1886.0447458238457 150 TCGA 1 100 100 0.0 0.002 25 807 -27 1888.1346372324836 1889.4266191798838 150 TCGA 1 100 100 0.0 0.002 25 807 -28 1885.1440042043746 1884.30404402383 150 TCGA 1 100 100 0.0 0.002 25 807 -29 1884.338376794307 1884.9134306787846 150 TCGA 1 100 100 0.0 0.002 25 807 -30 1881.6148394961378 1880.7952917664495 150 TCGA 1 100 100 0.0 0.002 25 807 -31 1880.0792684468831 1878.6386872104663 150 TCGA 1 100 100 0.0 0.002 25 807 -32 1879.1986961462678 1877.3602932877277 150 TCGA 1 100 100 0.0 0.002 25 807 -33 1877.7856498860476 1876.916936979821 150 TCGA 1 100 100 0.0 0.002 25 807 -34 1876.1941729227417 1878.8281648722127 150 TCGA 1 100 100 0.0 0.002 25 807 -35 1874.0731646587492 1871.219184913827 150 TCGA 1 100 100 0.0 0.002 25 807 -36 1872.7856398304734 1871.4479618551743 150 TCGA 1 100 100 0.0 0.002 25 807 -37 1872.3177586021216 1868.375659425055 150 TCGA 1 100 100 0.0 0.002 25 807 -38 1871.0215697792548 1868.3139991951948 150 TCGA 1 100 100 0.0 0.002 25 807 -39 1869.149959761352 1870.440786083739 150 TCGA 1 100 100 0.0 0.002 25 807 -40 1868.9901341326415 1868.256097994857 150 TCGA 1 100 100 0.0 0.002 25 807 -41 1868.1728513036167 1866.252664077222 150 TCGA 1 100 100 0.0 0.002 25 807 -42 1866.1355941743507 1865.201492692957 150 TCGA 1 100 100 0.0 0.002 25 807 -43 1865.4750023463007 1864.8488438285176 150 TCGA 1 100 100 0.0 0.002 25 807 -44 1864.1062821342366 1864.0186908664416 150 TCGA 1 100 100 0.0 0.002 25 807 -45 1863.6139878380418 1863.9715919686323 150 TCGA 1 100 100 0.0 0.002 25 807 -46 1862.4762687627751 1863.0532895188835 150 TCGA 1 100 100 0.0 0.002 25 807 -47 1861.8608538098256 1860.3412306895807 150 TCGA 1 100 100 0.0 0.002 25 807 -48 1860.834489769802 1861.233637057357 150 TCGA 1 100 100 0.0 0.002 25 807 -49 1860.2436197789496 1858.6360930629712 150 TCGA 1 100 100 0.0 0.002 25 807 -50 1859.388035376219 1859.179970899419 150 TCGA 1 100 100 0.0 0.002 25 807 -51 1858.4719488308065 1857.3443051438835 150 TCGA 1 100 100 0.0 0.002 25 807 -52 1857.5415087569065 1856.3694356793735 150 TCGA 1 100 100 0.0 0.002 25 807 -53 1857.3951720544198 1856.34457136758 150 TCGA 1 100 100 0.0 0.002 25 807 -54 1856.5665660764053 1855.0804228662846 150 TCGA 1 100 100 0.0 0.002 25 807 -55 1855.992892425738 1854.1683932357098 150 TCGA 1 100 100 0.0 0.002 25 807 -56 1854.9973466909148 1854.7468543891332 150 TCGA 1 100 100 0.0 0.002 25 807 -57 1854.25767174921 1853.1756873969457 150 TCGA 1 100 100 0.0 0.002 25 807 -58 1854.194594739098 1852.7298320214354 150 TCGA 1 100 100 0.0 0.002 25 807 -59 1853.3352833562749 1853.3560662197708 150 TCGA 1 100 100 0.0 0.002 25 807 -60 1853.1579894781087 1853.2376242786197 150 TCGA 1 100 100 0.0 0.002 25 807 -61 1852.2423606657105 1851.0815920422424 150 TCGA 1 100 100 0.0 0.002 25 807 -62 1851.7914226577543 1852.013128386071 150 TCGA 1 100 100 0.0 0.002 25 807 -63 1851.0519185109335 1850.7536289847676 150 TCGA 1 100 100 0.0 0.002 25 807 -64 1850.8341219101862 1850.1205036412532 150 TCGA 1 100 100 0.0 0.002 25 807 -65 1849.981710313673 1849.1035107176508 150 TCGA 1 100 100 0.0 0.002 25 807 -66 1849.5311574015132 1851.3494290299152 150 TCGA 1 100 100 0.0 0.002 25 807 -67 1849.2830801554085 1848.800015090099 150 TCGA 1 100 100 0.0 0.002 25 807 -68 1848.7687085732136 1847.557255270493 150 TCGA 1 100 100 0.0 0.002 25 807 -69 1848.3666636836037 1847.756133573139 150 TCGA 1 100 100 0.0 0.002 25 807 -70 1847.78669193241 1848.2908733118718 150 TCGA 1 100 100 0.0 0.002 25 807 -71 1847.3482541342853 1846.4301451103172 150 TCGA 1 100 100 0.0 0.002 25 807 -72 1846.8871966486652 1846.072777216159 150 TCGA 1 100 100 0.0 0.002 25 807 -73 1846.6211442867552 1845.9396923582758 150 TCGA 1 100 100 0.0 0.002 25 807 -74 1846.1284790652207 1845.315773815366 150 TCGA 1 100 100 0.0 0.002 25 807 -75 1845.6360125434705 1846.298058284587 150 TCGA 1 100 100 0.0 0.002 25 807 -76 1845.5610040766226 1845.6576277383008 150 TCGA 1 100 100 0.0 0.002 25 807 -77 1845.274717909801 1844.2228316877356 150 TCGA 1 100 100 0.0 0.002 25 807 -78 1844.8810381135154 1844.5089221743483 150 TCGA 1 100 100 0.0 0.002 25 807 -79 1844.5466304369863 1843.927092739086 150 TCGA 1 100 100 0.0 0.002 25 807 -80 1844.0533892544988 1844.2008320410646 150 TCGA 1 100 100 0.0 0.002 25 807 -81 1843.7119319254512 1843.7569273368797 150 TCGA 1 100 100 0.0 0.002 25 807 -82 1843.8223927230997 1843.520267352387 150 TCGA 1 100 100 0.0 0.002 25 807 -83 1843.0647040783447 1842.9889535568468 150 TCGA 1 100 100 0.0 0.002 25 807 -84 1842.8601145071036 1842.2684749430748 150 TCGA 1 100 100 0.0 0.002 25 807 -85 1842.666371712236 1841.5167880417714 150 TCGA 1 100 100 0.0 0.002 25 807 -86 1842.2210208566237 1842.654676581148 150 TCGA 1 100 100 0.0 0.002 25 807 -87 1842.3483017824474 1841.7136439031092 150 TCGA 1 100 100 0.0 0.002 25 807 -88 1841.816251206124 1841.9357137248744 150 TCGA 1 100 100 0.0 0.002 25 807 -89 1841.6619952346932 1840.428990656407 150 TCGA 1 100 100 0.0 0.002 25 807 -90 1841.1840395062534 1841.031376364243 150 TCGA 1 100 100 0.0 0.002 25 807 -91 1841.1070401855632 1841.1732048916458 150 TCGA 1 100 100 0.0 0.002 25 807 -92 1840.6960499087859 1839.967625603604 150 TCGA 1 100 100 0.0 0.002 25 807 -93 1840.57982049519 1840.276565321726 150 TCGA 1 100 100 0.0 0.002 25 807 -94 1840.3013199862526 1839.6454108923524 150 TCGA 1 100 100 0.0 0.002 25 807 -95 1840.100573660979 1839.0371283909783 150 TCGA 1 100 100 0.0 0.002 25 807 -96 1839.7383331220483 1839.40305102171 150 TCGA 1 100 100 0.0 0.002 25 807 -97 1839.7297481277556 1839.643708042164 150 TCGA 1 100 100 0.0 0.002 25 807 -98 1839.4091677788658 1839.5513560232805 150 TCGA 1 100 100 0.0 0.002 25 807 -99 1839.150288693087 1838.5819490519002 150 TCGA 1 100 100 0.0 0.002 25 807 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index 6027ebf7e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3840.3244368932865 3933.8950759657664 150 TCGA 1 100 100 1.0 0.002 25 2695 -1 2349.480374843471 2930.960921551115 150 TCGA 1 100 100 1.0 0.002 25 2695 -2 2100.669453745775 2597.054561135757 150 TCGA 1 100 100 1.0 0.002 25 2695 -3 2040.6824746245265 2285.182774222676 150 TCGA 1 100 100 1.0 0.002 25 2695 -4 2011.0602769414181 2153.676437607962 150 TCGA 1 100 100 1.0 0.002 25 2695 -5 1991.3830282860854 2064.7275402893374 150 TCGA 1 100 100 1.0 0.002 25 2695 -6 1979.9553630738162 2030.995087129986 150 TCGA 1 100 100 1.0 0.002 25 2695 -7 1967.5063100364116 2021.4898810458542 150 TCGA 1 100 100 1.0 0.002 25 2695 -8 1958.5756897251977 1951.1696200730214 150 TCGA 1 100 100 1.0 0.002 25 2695 -9 1952.581039495135 1949.6455832629947 150 TCGA 1 100 100 1.0 0.002 25 2695 -10 1944.3265990597793 1990.274758190366 150 TCGA 1 100 100 1.0 0.002 25 2695 -11 1940.2945953140913 1953.714797743601 150 TCGA 1 100 100 1.0 0.002 25 2695 -12 1934.862326420076 1927.8118307602465 150 TCGA 1 100 100 1.0 0.002 25 2695 -13 1928.6395574876913 1929.455501997291 150 TCGA 1 100 100 1.0 0.002 25 2695 -14 1924.9025403378412 1927.2017006418812 150 TCGA 1 100 100 1.0 0.002 25 2695 -15 1920.8050861939853 1927.4033074307083 150 TCGA 1 100 100 1.0 0.002 25 2695 -16 1915.4866063019729 1910.5858313785725 150 TCGA 1 100 100 1.0 0.002 25 2695 -17 1913.4119230879912 1908.8216430050643 150 TCGA 1 100 100 1.0 0.002 25 2695 -18 1908.3528285213367 1908.9549345850346 150 TCGA 1 100 100 1.0 0.002 25 2695 -19 1907.9621741176384 1900.384019094496 150 TCGA 1 100 100 1.0 0.002 25 2695 -20 1903.2878038636513 1896.936737520611 150 TCGA 1 100 100 1.0 0.002 25 2695 -21 1901.2349037488052 1904.124440562186 150 TCGA 1 100 100 1.0 0.002 25 2695 -22 1898.0789568603325 1893.5220548543498 150 TCGA 1 100 100 1.0 0.002 25 2695 -23 1895.2915992434503 1893.4450137651147 150 TCGA 1 100 100 1.0 0.002 25 2695 -24 1893.311807446161 1894.2573524360082 150 TCGA 1 100 100 1.0 0.002 25 2695 -25 1891.0456241710283 1885.8037311803157 150 TCGA 1 100 100 1.0 0.002 25 2695 -26 1890.0754045311235 1886.4483483089275 150 TCGA 1 100 100 1.0 0.002 25 2695 -27 1888.111573941554 1888.245220855253 150 TCGA 1 100 100 1.0 0.002 25 2695 -28 1884.7245880239363 1881.3902962076006 150 TCGA 1 100 100 1.0 0.002 25 2695 -29 1883.0735991195131 1880.0252489252905 150 TCGA 1 100 100 1.0 0.002 25 2695 -30 1882.5246543062492 1880.2688724383636 150 TCGA 1 100 100 1.0 0.002 25 2695 -31 1880.0664309937981 1881.182054069174 150 TCGA 1 100 100 1.0 0.002 25 2695 -32 1878.439274304732 1874.8995195705088 150 TCGA 1 100 100 1.0 0.002 25 2695 -33 1877.3700897594904 1874.000718313246 150 TCGA 1 100 100 1.0 0.002 25 2695 -34 1875.5032805698181 1871.55833366049 150 TCGA 1 100 100 1.0 0.002 25 2695 -35 1873.418345016512 1871.094555418695 150 TCGA 1 100 100 1.0 0.002 25 2695 -36 1873.1819021244348 1870.527514893805 150 TCGA 1 100 100 1.0 0.002 25 2695 -37 1871.6198594759373 1869.9319172768137 150 TCGA 1 100 100 1.0 0.002 25 2695 -38 1869.9854442836158 1868.362400994229 150 TCGA 1 100 100 1.0 0.002 25 2695 -39 1869.700187968388 1869.067851464353 150 TCGA 1 100 100 1.0 0.002 25 2695 -40 1868.570525206736 1865.8215614203832 150 TCGA 1 100 100 1.0 0.002 25 2695 -41 1867.3487446773584 1867.5623834504554 150 TCGA 1 100 100 1.0 0.002 25 2695 -42 1866.7936678713008 1866.7991188854428 150 TCGA 1 100 100 1.0 0.002 25 2695 -43 1866.0678321931202 1864.3860071843592 150 TCGA 1 100 100 1.0 0.002 25 2695 -44 1864.8827184027148 1863.1972950690954 150 TCGA 1 100 100 1.0 0.002 25 2695 -45 1863.9015697160328 1861.581247300958 150 TCGA 1 100 100 1.0 0.002 25 2695 -46 1862.7353466709671 1860.2251044038553 150 TCGA 1 100 100 1.0 0.002 25 2695 -47 1862.0301280268097 1861.376042198296 150 TCGA 1 100 100 1.0 0.002 25 2695 -48 1860.679843320526 1857.8485573620053 150 TCGA 1 100 100 1.0 0.002 25 2695 -49 1860.4086628473287 1859.0187301252356 150 TCGA 1 100 100 1.0 0.002 25 2695 -50 1859.811308686948 1858.4327214686714 150 TCGA 1 100 100 1.0 0.002 25 2695 -51 1858.7478261565054 1856.7552600649733 150 TCGA 1 100 100 1.0 0.002 25 2695 -52 1858.4551990098992 1855.2819210800094 150 TCGA 1 100 100 1.0 0.002 25 2695 -53 1857.5338924632354 1855.432633136385 150 TCGA 1 100 100 1.0 0.002 25 2695 -54 1856.5265602463523 1854.4939381968436 150 TCGA 1 100 100 1.0 0.002 25 2695 -55 1856.096204459421 1854.1298656367776 150 TCGA 1 100 100 1.0 0.002 25 2695 -56 1855.406819475244 1852.1881551311244 150 TCGA 1 100 100 1.0 0.002 25 2695 -57 1854.8788734535672 1852.2721033144237 150 TCGA 1 100 100 1.0 0.002 25 2695 -58 1854.4053649459518 1854.5563369827653 150 TCGA 1 100 100 1.0 0.002 25 2695 -59 1853.3966585898695 1851.2790122487438 150 TCGA 1 100 100 1.0 0.002 25 2695 -60 1853.4243458508247 1849.8547351012876 150 TCGA 1 100 100 1.0 0.002 25 2695 -61 1852.7421469234412 1850.3412901911904 150 TCGA 1 100 100 1.0 0.002 25 2695 -62 1852.3339337428667 1851.294355076162 150 TCGA 1 100 100 1.0 0.002 25 2695 -63 1851.3665154251967 1850.259369969967 150 TCGA 1 100 100 1.0 0.002 25 2695 -64 1850.9230442807163 1848.8631107196136 150 TCGA 1 100 100 1.0 0.002 25 2695 -65 1850.652390376254 1848.124440562186 150 TCGA 1 100 100 1.0 0.002 25 2695 -66 1850.2941940040218 1847.4832303607884 150 TCGA 1 100 100 1.0 0.002 25 2695 -67 1849.6950894788063 1847.858209504554 150 TCGA 1 100 100 1.0 0.002 25 2695 -68 1849.030344494167 1847.2401840746702 150 TCGA 1 100 100 1.0 0.002 25 2695 -69 1848.7506299721954 1845.46934317584 150 TCGA 1 100 100 1.0 0.002 25 2695 -70 1848.3399759848903 1846.551898285372 150 TCGA 1 100 100 1.0 0.002 25 2695 -71 1847.8355569959765 1846.0537833209014 150 TCGA 1 100 100 1.0 0.002 25 2695 -72 1847.5993034430069 1847.0223830333307 150 TCGA 1 100 100 1.0 0.002 25 2695 -73 1846.9615852397685 1844.5621981980214 150 TCGA 1 100 100 1.0 0.002 25 2695 -74 1846.883787386571 1843.9063929265467 150 TCGA 1 100 100 1.0 0.002 25 2695 -75 1846.3415174989884 1843.9225019138662 150 TCGA 1 100 100 1.0 0.002 25 2695 -76 1846.0731364132132 1842.6506617560458 150 TCGA 1 100 100 1.0 0.002 25 2695 -77 1845.7025230825845 1842.393624003808 150 TCGA 1 100 100 1.0 0.002 25 2695 -78 1845.2661756312611 1844.6469180619897 150 TCGA 1 100 100 1.0 0.002 25 2695 -79 1845.0241990803156 1844.102831663199 150 TCGA 1 100 100 1.0 0.002 25 2695 -80 1844.505733380561 1841.8773708631045 150 TCGA 1 100 100 1.0 0.002 25 2695 -81 1844.123527185368 1841.5173204891646 150 TCGA 1 100 100 1.0 0.002 25 2695 -82 1844.0368178450965 1841.3053315895886 150 TCGA 1 100 100 1.0 0.002 25 2695 -83 1843.353012246763 1841.4504793253377 150 TCGA 1 100 100 1.0 0.002 25 2695 -84 1843.5889201904597 1840.5571994493955 150 TCGA 1 100 100 1.0 0.002 25 2695 -85 1843.0341710762223 1843.816121010325 150 TCGA 1 100 100 1.0 0.002 25 2695 -86 1842.9194630519503 1841.3442677253454 150 TCGA 1 100 100 1.0 0.002 25 2695 -87 1842.4864528386477 1839.7833307160804 150 TCGA 1 100 100 1.0 0.002 25 2695 -88 1842.1178681724557 1840.4380545304648 150 TCGA 1 100 100 1.0 0.002 25 2695 -89 1841.710583184071 1839.383441254122 150 TCGA 1 100 100 1.0 0.002 25 2695 -90 1841.6210578060907 1838.6276487417556 150 TCGA 1 100 100 1.0 0.002 25 2695 -91 1841.4502201107998 1839.5433613379396 150 TCGA 1 100 100 1.0 0.002 25 2695 -92 1841.3114215737144 1839.48757397829 150 TCGA 1 100 100 1.0 0.002 25 2695 -93 1840.985433533144 1838.558331820234 150 TCGA 1 100 100 1.0 0.002 25 2695 -94 1840.7606792243441 1838.391603402756 150 TCGA 1 100 100 1.0 0.002 25 2695 -95 1840.5054069695323 1838.2556998861494 150 TCGA 1 100 100 1.0 0.002 25 2695 -96 1840.277256574438 1837.9306830784783 150 TCGA 1 100 100 1.0 0.002 25 2695 -97 1839.8881682923814 1837.6795096085898 150 TCGA 1 100 100 1.0 0.002 25 2695 -98 1839.9595480458067 1837.357049529876 150 TCGA 1 100 100 1.0 0.002 25 2695 -99 1839.7688518855864 1837.244292139408 150 TCGA 1 100 100 1.0 0.002 25 2695 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 38cee5f52..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3855.224348584088 4903.001504102544 150 TCGA 1 50 100 0.5 0.002 25 2008 -1 2346.1422676829866 3364.5561388485394 150 TCGA 1 50 100 0.5 0.002 25 2008 -2 2097.5496663620384 2528.242829135914 150 TCGA 1 50 100 0.5 0.002 25 2008 -3 2037.021551616544 2283.595227112123 150 TCGA 1 50 100 0.5 0.002 25 2008 -4 2008.130588324132 2104.511036628455 150 TCGA 1 50 100 0.5 0.002 25 2008 -5 1990.002665272221 2021.3965886561714 150 TCGA 1 50 100 0.5 0.002 25 2008 -6 1972.7127832292858 1973.1040910116992 150 TCGA 1 50 100 0.5 0.002 25 2008 -7 1967.042332646357 2022.4553376010913 150 TCGA 1 50 100 0.5 0.002 25 2008 -8 1957.4648260369286 1973.2045419970948 150 TCGA 1 50 100 0.5 0.002 25 2008 -9 1953.9255209496037 1955.108965236338 150 TCGA 1 50 100 0.5 0.002 25 2008 -10 1944.0517601151994 1942.4303499921482 150 TCGA 1 50 100 0.5 0.002 25 2008 -11 1940.2945532387344 1935.0228866500472 150 TCGA 1 50 100 0.5 0.002 25 2008 -12 1934.6737952740655 1940.0982132341394 150 TCGA 1 50 100 0.5 0.002 25 2008 -13 1929.8590583311604 1926.3759796295933 150 TCGA 1 50 100 0.5 0.002 25 2008 -14 1925.9807090210002 1925.4245630005496 150 TCGA 1 50 100 0.5 0.002 25 2008 -15 1920.1120482158522 1941.348378243758 150 TCGA 1 50 100 0.5 0.002 25 2008 -16 1915.6245818625125 1917.950156053706 150 TCGA 1 50 100 0.5 0.002 25 2008 -17 1914.288099481187 1923.612208380771 150 TCGA 1 50 100 0.5 0.002 25 2008 -18 1908.9023927062042 1904.9188943987515 150 TCGA 1 50 100 0.5 0.002 25 2008 -19 1907.2066857497305 1914.6116201122802 150 TCGA 1 50 100 0.5 0.002 25 2008 -20 1903.977073440356 1902.9008316730135 150 TCGA 1 50 100 0.5 0.002 25 2008 -21 1900.5766644073872 1898.1082315876256 150 TCGA 1 50 100 0.5 0.002 25 2008 -22 1898.3111657833385 1898.5296189197943 150 TCGA 1 50 100 0.5 0.002 25 2008 -23 1895.3852259877244 1901.4618208228644 150 TCGA 1 50 100 0.5 0.002 25 2008 -24 1893.6754232824535 1892.2132175771435 150 TCGA 1 50 100 0.5 0.002 25 2008 -25 1891.7159253237623 1889.050832777167 150 TCGA 1 50 100 0.5 0.002 25 2008 -26 1889.9084367059095 1887.669837836644 150 TCGA 1 50 100 0.5 0.002 25 2008 -27 1887.3040380025498 1885.5814724256045 150 TCGA 1 50 100 0.5 0.002 25 2008 -28 1886.1164643979257 1883.900962944606 150 TCGA 1 50 100 0.5 0.002 25 2008 -29 1883.8845820494537 1884.3512110111103 150 TCGA 1 50 100 0.5 0.002 25 2008 -30 1881.9152201718418 1881.269663135011 150 TCGA 1 50 100 0.5 0.002 25 2008 -31 1881.0097761574648 1882.930681851641 150 TCGA 1 50 100 0.5 0.002 25 2008 -32 1879.3080419197001 1876.689522441308 150 TCGA 1 50 100 0.5 0.002 25 2008 -33 1877.3044104403132 1882.8182035666614 150 TCGA 1 50 100 0.5 0.002 25 2008 -34 1876.0141714926156 1877.7798710348618 150 TCGA 1 50 100 0.5 0.002 25 2008 -35 1874.8351662864986 1874.909441617266 150 TCGA 1 50 100 0.5 0.002 25 2008 -36 1873.9845894507923 1871.9807883411197 150 TCGA 1 50 100 0.5 0.002 25 2008 -37 1872.3187588456353 1870.6898733167793 150 TCGA 1 50 100 0.5 0.002 25 2008 -38 1870.6242799363986 1870.158575470124 150 TCGA 1 50 100 0.5 0.002 25 2008 -39 1870.614708487537 1875.7577192603644 150 TCGA 1 50 100 0.5 0.002 25 2008 -40 1869.518089692126 1868.3987429824906 150 TCGA 1 50 100 0.5 0.002 25 2008 -41 1867.8077005615644 1867.023936209367 150 TCGA 1 50 100 0.5 0.002 25 2008 -42 1866.654585380056 1865.69532170128 150 TCGA 1 50 100 0.5 0.002 25 2008 -43 1866.2587456791007 1864.7396743237673 150 TCGA 1 50 100 0.5 0.002 25 2008 -44 1864.9440196774237 1864.2883570685458 150 TCGA 1 50 100 0.5 0.002 25 2008 -45 1863.9685576769214 1864.0619712331188 150 TCGA 1 50 100 0.5 0.002 25 2008 -46 1863.1421346305697 1860.9509007439542 150 TCGA 1 50 100 0.5 0.002 25 2008 -47 1861.9218040523365 1862.735428239832 150 TCGA 1 50 100 0.5 0.002 25 2008 -48 1861.493105282354 1862.3854557209877 150 TCGA 1 50 100 0.5 0.002 25 2008 -49 1860.4021484293248 1861.4439034773477 150 TCGA 1 50 100 0.5 0.002 25 2008 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index 496e9b569..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3832.6570319094712 4083.1195283055904 150 TCGA 1 50 100 0.0 0.002 25 9403 -1 2356.459429899621 3315.0265475325846 150 TCGA 1 50 100 0.0 0.002 25 9403 -2 2099.5072564458137 2872.4712318918814 150 TCGA 1 50 100 0.0 0.002 25 9403 -3 2037.6949736353197 2236.755281534626 150 TCGA 1 50 100 0.0 0.002 25 9403 -4 2013.2613195791243 2063.674363026068 150 TCGA 1 50 100 0.0 0.002 25 9403 -5 1993.0165239247458 2016.6698298622016 150 TCGA 1 50 100 0.0 0.002 25 9403 -6 1977.7098952901324 2048.8396002227937 150 TCGA 1 50 100 0.0 0.002 25 9403 -7 1966.247600164966 2019.3661741323806 150 TCGA 1 50 100 0.0 0.002 25 9403 -8 1962.5905276653104 1986.6036573247095 150 TCGA 1 50 100 0.0 0.002 25 9403 -9 1953.0940394179604 1960.9746259373037 150 TCGA 1 50 100 0.0 0.002 25 9403 -10 1946.3616680524647 1961.1904720133873 150 TCGA 1 50 100 0.0 0.002 25 9403 -11 1940.1998961387249 1942.085452899262 150 TCGA 1 50 100 0.0 0.002 25 9403 -12 1933.1486145080846 1950.2665279522614 150 TCGA 1 50 100 0.0 0.002 25 9403 -13 1929.3649349014652 1929.6563524409155 150 TCGA 1 50 100 0.0 0.002 25 9403 -14 1924.0598608749974 1929.3568900410255 150 TCGA 1 50 100 0.0 0.002 25 9403 -15 1921.6636116614577 1929.2906438932946 150 TCGA 1 50 100 0.0 0.002 25 9403 -16 1916.4116307950628 1927.5111445901382 150 TCGA 1 50 100 0.0 0.002 25 9403 -17 1913.9223487974077 1911.5454537089745 150 TCGA 1 50 100 0.0 0.002 25 9403 -18 1910.6793380074769 1919.7138487849404 150 TCGA 1 50 100 0.0 0.002 25 9403 -19 1905.900680587978 1910.7029354536353 150 TCGA 1 50 100 0.0 0.002 25 9403 -20 1903.403549478767 1903.978973848736 150 TCGA 1 50 100 0.0 0.002 25 9403 -21 1901.333893820329 1898.6628644933653 150 TCGA 1 50 100 0.0 0.002 25 9403 -22 1898.1593954190837 1895.6430940100895 150 TCGA 1 50 100 0.0 0.002 25 9403 -23 1897.5905564967404 1894.7257822314698 150 TCGA 1 50 100 0.0 0.002 25 9403 -24 1893.7545693865152 1902.542576775479 150 TCGA 1 50 100 0.0 0.002 25 9403 -25 1891.3682803011243 1890.732750053981 150 TCGA 1 50 100 0.0 0.002 25 9403 -26 1889.7550339049985 1886.5454340795775 150 TCGA 1 50 100 0.0 0.002 25 9403 -27 1887.8180240529339 1885.13405835329 150 TCGA 1 50 100 0.0 0.002 25 9403 -28 1884.539186355245 1884.362913812225 150 TCGA 1 50 100 0.0 0.002 25 9403 -29 1884.6399052634092 1883.6576872399105 150 TCGA 1 50 100 0.0 0.002 25 9403 -30 1882.1456592728855 1885.8641872693545 150 TCGA 1 50 100 0.0 0.002 25 9403 -31 1880.5340336500394 1878.8943625598697 150 TCGA 1 50 100 0.0 0.002 25 9403 -32 1878.7122566196745 1878.1589545628533 150 TCGA 1 50 100 0.0 0.002 25 9403 -33 1877.751191340303 1881.5679900969692 150 TCGA 1 50 100 0.0 0.002 25 9403 -34 1875.8033523976849 1875.3889902392823 150 TCGA 1 50 100 0.0 0.002 25 9403 -35 1874.0054263176562 1873.800954234061 150 TCGA 1 50 100 0.0 0.002 25 9403 -36 1873.5307391413967 1874.457269869857 150 TCGA 1 50 100 0.0 0.002 25 9403 -37 1872.1083944179954 1872.1459040809516 150 TCGA 1 50 100 0.0 0.002 25 9403 -38 1871.1861943558852 1870.666200877434 150 TCGA 1 50 100 0.0 0.002 25 9403 -39 1869.7663098554658 1870.7088512631517 150 TCGA 1 50 100 0.0 0.002 25 9403 -40 1868.299390692146 1868.095305629711 150 TCGA 1 50 100 0.0 0.002 25 9403 -41 1866.8472460016421 1866.9909533016646 150 TCGA 1 50 100 0.0 0.002 25 9403 -42 1866.8742977993497 1866.9389875402403 150 TCGA 1 50 100 0.0 0.002 25 9403 -43 1865.6235987870525 1864.558540382577 150 TCGA 1 50 100 0.0 0.002 25 9403 -44 1864.6612780733105 1864.2195143196452 150 TCGA 1 50 100 0.0 0.002 25 9403 -45 1863.3825796276135 1863.6779539788788 150 TCGA 1 50 100 0.0 0.002 25 9403 -46 1862.806892831885 1862.5310303961212 150 TCGA 1 50 100 0.0 0.002 25 9403 -47 1862.1967812678765 1860.4225135688207 150 TCGA 1 50 100 0.0 0.002 25 9403 -48 1861.5977101522387 1862.8447915848776 150 TCGA 1 50 100 0.0 0.002 25 9403 -49 1860.127975945867 1860.076930673877 150 TCGA 1 50 100 0.0 0.002 25 9403 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 7f139df63..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3831.715603422754 4728.187686479271 150 TCGA 1 50 100 1.0 0.002 25 2776 -1 2359.287617249632 2883.8407197118404 150 TCGA 1 50 100 1.0 0.002 25 2776 -2 2104.454723086923 2236.6572277893374 150 TCGA 1 50 100 1.0 0.002 25 2776 -3 2038.9554812745039 2159.429282643687 150 TCGA 1 50 100 1.0 0.002 25 2776 -4 2011.1577390970324 2184.4720673680904 150 TCGA 1 50 100 1.0 0.002 25 2776 -5 1994.7651434633426 2085.1907928313444 150 TCGA 1 50 100 1.0 0.002 25 2776 -6 1980.4991256419216 2001.0814546364636 150 TCGA 1 50 100 1.0 0.002 25 2776 -7 1971.0505204727133 1977.9225657094064 150 TCGA 1 50 100 1.0 0.002 25 2776 -8 1960.4918338244668 1981.6531571431376 150 TCGA 1 50 100 1.0 0.002 25 2776 -9 1954.8958884391525 1971.1017587939698 150 TCGA 1 50 100 1.0 0.002 25 2776 -10 1945.1296749972967 1946.171776853015 150 TCGA 1 50 100 1.0 0.002 25 2776 -11 1942.0184699372662 1943.816591502434 150 TCGA 1 50 100 1.0 0.002 25 2776 -12 1936.1079310712996 1961.0201011159313 150 TCGA 1 50 100 1.0 0.002 25 2776 -13 1929.363401194744 1943.0570546825927 150 TCGA 1 50 100 1.0 0.002 25 2776 -14 1925.9583248901026 1928.33826481038 150 TCGA 1 50 100 1.0 0.002 25 2776 -15 1920.526507842912 1915.412079317486 150 TCGA 1 50 100 1.0 0.002 25 2776 -16 1917.0505526014997 1918.3104806257852 150 TCGA 1 50 100 1.0 0.002 25 2776 -17 1913.4372468120832 1906.1677062068154 150 TCGA 1 50 100 1.0 0.002 25 2776 -18 1910.5029401245868 1923.7108099089196 150 TCGA 1 50 100 1.0 0.002 25 2776 -19 1905.7798833139161 1906.3472832914572 150 TCGA 1 50 100 1.0 0.002 25 2776 -20 1903.5581020760155 1904.9706877895337 150 TCGA 1 50 100 1.0 0.002 25 2776 -21 1900.6610639495289 1904.583351940366 150 TCGA 1 50 100 1.0 0.002 25 2776 -22 1897.993717350722 1899.60414989989 150 TCGA 1 50 100 1.0 0.002 25 2776 -23 1895.9334619374984 1895.0958184477072 150 TCGA 1 50 100 1.0 0.002 25 2776 -24 1894.4995862362787 1891.2707280297975 150 TCGA 1 50 100 1.0 0.002 25 2776 -25 1892.2533239668428 1895.5349930806376 150 TCGA 1 50 100 1.0 0.002 25 2776 -26 1889.9354867459356 1889.3631518186637 150 TCGA 1 50 100 1.0 0.002 25 2776 -27 1887.2058795324751 1887.0223750588882 150 TCGA 1 50 100 1.0 0.002 25 2776 -28 1885.567029981744 1888.6039125068703 150 TCGA 1 50 100 1.0 0.002 25 2776 -29 1884.1627284877202 1883.5895493090452 150 TCGA 1 50 100 1.0 0.002 25 2776 -30 1882.2504960750014 1887.3827646533448 150 TCGA 1 50 100 1.0 0.002 25 2776 -31 1880.4030071453985 1881.2716407967573 150 TCGA 1 50 100 1.0 0.002 25 2776 -32 1879.543376859164 1878.4442046659076 150 TCGA 1 50 100 1.0 0.002 25 2776 -33 1878.2257030209016 1880.1636423082207 150 TCGA 1 50 100 1.0 0.002 25 2776 -34 1875.9426874637018 1877.6666413120288 150 TCGA 1 50 100 1.0 0.002 25 2776 -35 1874.9452746212783 1874.8370023947864 150 TCGA 1 50 100 1.0 0.002 25 2776 -36 1873.694129811851 1873.0507695950455 150 TCGA 1 50 100 1.0 0.002 25 2776 -37 1872.874896978052 1871.9321700053 150 TCGA 1 50 100 1.0 0.002 25 2776 -38 1870.7800897120737 1871.2370973519944 150 TCGA 1 50 100 1.0 0.002 25 2776 -39 1869.6320992082422 1868.5127235297582 150 TCGA 1 50 100 1.0 0.002 25 2776 -40 1868.5936991771107 1867.4315136473383 150 TCGA 1 50 100 1.0 0.002 25 2776 -41 1867.7531829571694 1867.0279767980528 150 TCGA 1 50 100 1.0 0.002 25 2776 -42 1866.6856351542226 1867.3308344702025 150 TCGA 1 50 100 1.0 0.002 25 2776 -43 1865.7232742999358 1866.0362579499058 150 TCGA 1 50 100 1.0 0.002 25 2776 -44 1864.3955464814974 1866.7138978584328 150 TCGA 1 50 100 1.0 0.002 25 2776 -45 1863.5003234543083 1864.8925474540672 150 TCGA 1 50 100 1.0 0.002 25 2776 -46 1862.9635811486485 1863.0996572216552 150 TCGA 1 50 100 1.0 0.002 25 2776 -47 1861.7558061267823 1860.6950456628847 150 TCGA 1 50 100 1.0 0.002 25 2776 -48 1860.6334359047335 1861.0278332580874 150 TCGA 1 50 100 1.0 0.002 25 2776 -49 1860.4648794077752 1859.1282811763897 150 TCGA 1 50 100 1.0 0.002 25 2776 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 2dfe35627..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2838.858822760937 2668.5598451240576 50 TCGA 1 100 100 0.5 0.002 25 6646 -1 2032.600214807779 2030.619384765625 50 TCGA 1 100 100 0.5 0.002 25 6646 -2 1977.2062932961965 1991.6904339814305 50 TCGA 1 100 100 0.5 0.002 25 6646 -3 1953.4308516166748 1969.166277554766 50 TCGA 1 100 100 0.5 0.002 25 6646 -4 1934.5522703334068 1923.289766091198 50 TCGA 1 100 100 0.5 0.002 25 6646 -5 1921.813941244489 1911.5847039150833 50 TCGA 1 100 100 0.5 0.002 25 6646 -6 1914.2892205823491 1903.959297831933 50 TCGA 1 100 100 0.5 0.002 25 6646 -7 1904.6069168344595 1896.1229511816896 50 TCGA 1 100 100 0.5 0.002 25 6646 -8 1897.1257753965112 1887.4233140801664 50 TCGA 1 100 100 0.5 0.002 25 6646 -9 1891.7126495364735 1884.277103289887 50 TCGA 1 100 100 0.5 0.002 25 6646 -10 1886.5342701740437 1880.285785004122 50 TCGA 1 100 100 0.5 0.002 25 6646 -11 1882.6966800717373 1875.80272517372 50 TCGA 1 100 100 0.5 0.002 25 6646 -12 1878.6349726363023 1870.7937183475974 50 TCGA 1 100 100 0.5 0.002 25 6646 -13 1875.1211531432907 1868.3439769649026 50 TCGA 1 100 100 0.5 0.002 25 6646 -14 1870.934700612578 1863.721677847244 50 TCGA 1 100 100 0.5 0.002 25 6646 -15 1868.9207038253476 1864.2239634451555 50 TCGA 1 100 100 0.5 0.002 25 6646 -16 1866.435538195595 1861.1237498527796 50 TCGA 1 100 100 0.5 0.002 25 6646 -17 1864.0184840532215 1859.4514822648398 50 TCGA 1 100 100 0.5 0.002 25 6646 -18 1861.626649672837 1857.8938301124765 50 TCGA 1 100 100 0.5 0.002 25 6646 -19 1859.916014289707 1856.3514385894316 50 TCGA 1 100 100 0.5 0.002 25 6646 -20 1858.2724885971422 1852.7732712635443 50 TCGA 1 100 100 0.5 0.002 25 6646 -21 1856.5514961631852 1854.1483013210584 50 TCGA 1 100 100 0.5 0.002 25 6646 -22 1854.8002442169275 1848.8771021857333 50 TCGA 1 100 100 0.5 0.002 25 6646 -23 1853.2680653979676 1848.9732574002826 50 TCGA 1 100 100 0.5 0.002 25 6646 -24 1852.34846075045 1848.357621236063 50 TCGA 1 100 100 0.5 0.002 25 6646 -25 1851.0344497982128 1846.893157192211 50 TCGA 1 100 100 0.5 0.002 25 6646 -26 1849.5349528766899 1845.0032566396435 50 TCGA 1 100 100 0.5 0.002 25 6646 -27 1848.9175034003647 1844.7084200298366 50 TCGA 1 100 100 0.5 0.002 25 6646 -28 1848.0341084400768 1844.5276559800957 50 TCGA 1 100 100 0.5 0.002 25 6646 -29 1847.31736793352 1842.8576451593908 50 TCGA 1 100 100 0.5 0.002 25 6646 -30 1846.143399739002 1843.6136505280308 50 TCGA 1 100 100 0.5 0.002 25 6646 -31 1845.7564714297425 1841.1519204911276 50 TCGA 1 100 100 0.5 0.002 25 6646 -32 1844.8974100192327 1841.117910720595 50 TCGA 1 100 100 0.5 0.002 25 6646 -33 1844.2323227363022 1839.8733989773084 50 TCGA 1 100 100 0.5 0.002 25 6646 -34 1843.603520925296 1839.4036227278973 50 TCGA 1 100 100 0.5 0.002 25 6646 -35 1843.1632848007896 1839.181136394865 50 TCGA 1 100 100 0.5 0.002 25 6646 -36 1842.6684819113025 1838.6416678117148 50 TCGA 1 100 100 0.5 0.002 25 6646 -37 1842.2074807259983 1837.7839521091787 50 TCGA 1 100 100 0.5 0.002 25 6646 -38 1841.6004317247757 1837.320497752434 50 TCGA 1 100 100 0.5 0.002 25 6646 -39 1841.1459860654265 1836.9604320430276 50 TCGA 1 100 100 0.5 0.002 25 6646 -40 1840.7835090978695 1836.791104570705 50 TCGA 1 100 100 0.5 0.002 25 6646 -41 1840.3158198928365 1836.918175472087 50 TCGA 1 100 100 0.5 0.002 25 6646 -42 1840.2594386008266 1835.953837792478 50 TCGA 1 100 100 0.5 0.002 25 6646 -43 1839.6519723205192 1836.0877851169912 50 TCGA 1 100 100 0.5 0.002 25 6646 -44 1839.6144573298106 1835.3134189011464 50 TCGA 1 100 100 0.5 0.002 25 6646 -45 1839.1537995600836 1835.6822699925408 50 TCGA 1 100 100 0.5 0.002 25 6646 -46 1838.7465681060507 1835.1115931218592 50 TCGA 1 100 100 0.5 0.002 25 6646 -47 1838.4861535558691 1834.421546821019 50 TCGA 1 100 100 0.5 0.002 25 6646 -48 1838.2085256200774 1834.3704067211056 50 TCGA 1 100 100 0.5 0.002 25 6646 -49 1838.0965008808573 1834.6300723588647 50 TCGA 1 100 100 0.5 0.002 25 6646 -50 1837.9185357999158 1835.247867143334 50 TCGA 1 100 100 0.5 0.002 25 6646 -51 1837.3869746766302 1834.3031613143844 50 TCGA 1 100 100 0.5 0.002 25 6646 -52 1837.52863405187 1833.316992678235 50 TCGA 1 100 100 0.5 0.002 25 6646 -53 1837.1274522112235 1832.9749393942368 50 TCGA 1 100 100 0.5 0.002 25 6646 -54 1836.8437707787953 1833.6326701868718 50 TCGA 1 100 100 0.5 0.002 25 6646 -55 1837.0515339329036 1834.118721660058 50 TCGA 1 100 100 0.5 0.002 25 6646 -56 1836.9066079130448 1832.6371843347597 50 TCGA 1 100 100 0.5 0.002 25 6646 -57 1836.5925618207991 1832.6695213126177 50 TCGA 1 100 100 0.5 0.002 25 6646 -58 1836.349536860411 1832.1681098362908 50 TCGA 1 100 100 0.5 0.002 25 6646 -59 1836.5186490027922 1832.540541452379 50 TCGA 1 100 100 0.5 0.002 25 6646 -60 1836.1335108037745 1832.1737778246702 50 TCGA 1 100 100 0.5 0.002 25 6646 -61 1836.0706472497977 1831.9661656672033 50 TCGA 1 100 100 0.5 0.002 25 6646 -62 1835.7825154899447 1832.0108397210663 50 TCGA 1 100 100 0.5 0.002 25 6646 -63 1836.0862959853132 1832.6269856361887 50 TCGA 1 100 100 0.5 0.002 25 6646 -64 1835.7693789857135 1832.085754087822 50 TCGA 1 100 100 0.5 0.002 25 6646 -65 1835.726301681837 1832.3518324042086 50 TCGA 1 100 100 0.5 0.002 25 6646 -66 1835.4127288147306 1831.522246854389 50 TCGA 1 100 100 0.5 0.002 25 6646 -67 1835.5611360390042 1831.822613433378 50 TCGA 1 100 100 0.5 0.002 25 6646 -68 1835.3357833962793 1833.196253484218 50 TCGA 1 100 100 0.5 0.002 25 6646 -69 1835.6095236944213 1832.2115963116364 50 TCGA 1 100 100 0.5 0.002 25 6646 -70 1835.2180113104228 1831.4912182985238 50 TCGA 1 100 100 0.5 0.002 25 6646 -71 1835.1660383931094 1831.1807879730684 50 TCGA 1 100 100 0.5 0.002 25 6646 -72 1835.241278615058 1831.223989208739 50 TCGA 1 100 100 0.5 0.002 25 6646 -73 1835.1304209492332 1830.842515188246 50 TCGA 1 100 100 0.5 0.002 25 6646 -74 1834.9820284949362 1832.1849714883008 50 TCGA 1 100 100 0.5 0.002 25 6646 -75 1835.1596581175572 1830.9632353662846 50 TCGA 1 100 100 0.5 0.002 25 6646 -76 1834.8021929136596 1831.1012858481863 50 TCGA 1 100 100 0.5 0.002 25 6646 -77 1834.94719323304 1831.0356610935537 50 TCGA 1 100 100 0.5 0.002 25 6646 -78 1834.8392721083112 1831.281499661393 50 TCGA 1 100 100 0.5 0.002 25 6646 -79 1834.8507377657725 1831.5057520267353 50 TCGA 1 100 100 0.5 0.002 25 6646 -80 1834.6575862059756 1830.9766643274968 50 TCGA 1 100 100 0.5 0.002 25 6646 -81 1834.6356046795645 1830.9375901725423 50 TCGA 1 100 100 0.5 0.002 25 6646 -82 1834.4166257585555 1830.929970899419 50 TCGA 1 100 100 0.5 0.002 25 6646 -83 1834.331023185484 1831.2481425683104 50 TCGA 1 100 100 0.5 0.002 25 6646 -84 1834.478169675091 1830.9435863399026 50 TCGA 1 100 100 0.5 0.002 25 6646 -85 1834.5837882231729 1830.898704950534 50 TCGA 1 100 100 0.5 0.002 25 6646 -86 1834.3011267093932 1831.6200969446843 50 TCGA 1 100 100 0.5 0.002 25 6646 -87 1834.5923604776797 1830.463215123469 50 TCGA 1 100 100 0.5 0.002 25 6646 -88 1834.281807634737 1831.0058581481626 50 TCGA 1 100 100 0.5 0.002 25 6646 -89 1834.4445523094794 1830.865667448571 50 TCGA 1 100 100 0.5 0.002 25 6646 -90 1834.3171433454008 1830.2532339431532 50 TCGA 1 100 100 0.5 0.002 25 6646 -91 1834.5257786093898 1830.1127346939777 50 TCGA 1 100 100 0.5 0.002 25 6646 -92 1834.3974459767674 1830.4732126207207 50 TCGA 1 100 100 0.5 0.002 25 6646 -93 1834.4297604642286 1831.5730060213175 50 TCGA 1 100 100 0.5 0.002 25 6646 -94 1834.0193425240375 1830.4693106646514 50 TCGA 1 100 100 0.5 0.002 25 6646 -95 1834.3077344480323 1830.9011770277168 50 TCGA 1 100 100 0.5 0.002 25 6646 -96 1834.0901784861724 1830.5624128945508 50 TCGA 1 100 100 0.5 0.002 25 6646 -97 1834.116868514836 1830.3883541241364 50 TCGA 1 100 100 0.5 0.002 25 6646 -98 1834.3037065501085 1830.1736471664965 50 TCGA 1 100 100 0.5 0.002 25 6646 -99 1834.0306591464414 1829.847422537492 50 TCGA 1 100 100 0.5 0.002 25 6646 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index 18b3f6c2f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2824.059627076081 2520.4153948453204 50 TCGA 1 100 100 0.0 0.002 25 1554 -1 2033.7365392648105 2085.38718862869 50 TCGA 1 100 100 0.0 0.002 25 1554 -2 1980.0034320029526 1969.1988335230842 50 TCGA 1 100 100 0.0 0.002 25 1554 -3 1949.5495742949436 1943.5518792693938 50 TCGA 1 100 100 0.0 0.002 25 1554 -4 1933.9693231677381 1937.459707595595 50 TCGA 1 100 100 0.0 0.002 25 1554 -5 1921.0951866254647 1914.963083238458 50 TCGA 1 100 100 0.0 0.002 25 1554 -6 1910.5784028772132 1904.9045287472518 50 TCGA 1 100 100 0.0 0.002 25 1554 -7 1903.6751810902663 1898.757889177332 50 TCGA 1 100 100 0.0 0.002 25 1554 -8 1896.1717173264142 1893.74978100954 50 TCGA 1 100 100 0.0 0.002 25 1554 -9 1890.3254668675092 1886.086215378651 50 TCGA 1 100 100 0.0 0.002 25 1554 -10 1886.7077591891054 1883.2976276646907 50 TCGA 1 100 100 0.0 0.002 25 1554 -11 1881.854294427871 1876.5656885501728 50 TCGA 1 100 100 0.0 0.002 25 1554 -12 1877.7699616912594 1874.917031446294 50 TCGA 1 100 100 0.0 0.002 25 1554 -13 1873.9298734736237 1872.7937870504868 50 TCGA 1 100 100 0.0 0.002 25 1554 -14 1871.0585112070876 1867.326227082679 50 TCGA 1 100 100 0.0 0.002 25 1554 -15 1867.5942684615984 1867.3309381379554 50 TCGA 1 100 100 0.0 0.002 25 1554 -16 1865.4079875841726 1865.3671187971106 50 TCGA 1 100 100 0.0 0.002 25 1554 -17 1863.2319550401917 1860.6835514241127 50 TCGA 1 100 100 0.0 0.002 25 1554 -18 1861.6016372355357 1861.5751315169598 50 TCGA 1 100 100 0.0 0.002 25 1554 -19 1859.4496949182342 1859.1676546796482 50 TCGA 1 100 100 0.0 0.002 25 1554 -20 1857.728791948913 1855.9118578733512 50 TCGA 1 100 100 0.0 0.002 25 1554 -21 1856.1101789963086 1854.1900487545147 50 TCGA 1 100 100 0.0 0.002 25 1554 -22 1854.2769183092769 1853.2631455617934 50 TCGA 1 100 100 0.0 0.002 25 1554 -23 1853.1527102061955 1851.6437841060772 50 TCGA 1 100 100 0.0 0.002 25 1554 -24 1851.7050184864513 1850.5343299750707 50 TCGA 1 100 100 0.0 0.002 25 1554 -25 1850.9063713209134 1848.91936059693 50 TCGA 1 100 100 0.0 0.002 25 1554 -26 1849.632329737053 1850.6043155229272 50 TCGA 1 100 100 0.0 0.002 25 1554 -27 1848.6219902494174 1847.1547925172738 50 TCGA 1 100 100 0.0 0.002 25 1554 -28 1847.6102360460238 1846.8353124263897 50 TCGA 1 100 100 0.0 0.002 25 1554 -29 1846.958872551018 1846.2535541476916 50 TCGA 1 100 100 0.0 0.002 25 1554 -30 1846.27286923742 1844.584891621192 50 TCGA 1 100 100 0.0 0.002 25 1554 -31 1845.1351745380648 1844.7786546256673 50 TCGA 1 100 100 0.0 0.002 25 1554 -32 1844.4537493585144 1844.027140708425 50 TCGA 1 100 100 0.0 0.002 25 1554 -33 1844.183680952813 1842.475256531682 50 TCGA 1 100 100 0.0 0.002 25 1554 -34 1843.3274163136407 1842.8164841541693 50 TCGA 1 100 100 0.0 0.002 25 1554 -35 1842.7715852577542 1842.6427198247095 50 TCGA 1 100 100 0.0 0.002 25 1554 -36 1842.3318974209333 1842.6264439875158 50 TCGA 1 100 100 0.0 0.002 25 1554 -37 1841.765529199535 1841.2263502571452 50 TCGA 1 100 100 0.0 0.002 25 1554 -38 1841.457742525193 1840.1651126727386 50 TCGA 1 100 100 0.0 0.002 25 1554 -39 1840.8496355630948 1839.968054996663 50 TCGA 1 100 100 0.0 0.002 25 1554 -40 1840.3898646323487 1839.6415193644002 50 TCGA 1 100 100 0.0 0.002 25 1554 -41 1840.054717639472 1841.1381118237673 50 TCGA 1 100 100 0.0 0.002 25 1554 -42 1839.8876868647276 1839.2893189089982 50 TCGA 1 100 100 0.0 0.002 25 1554 -43 1839.4126744901034 1838.273476758794 50 TCGA 1 100 100 0.0 0.002 25 1554 -44 1839.2615920879143 1838.220973642627 50 TCGA 1 100 100 0.0 0.002 25 1554 -45 1838.6845206613984 1838.5581790789886 50 TCGA 1 100 100 0.0 0.002 25 1554 -46 1838.6117645342017 1837.5178406681846 50 TCGA 1 100 100 0.0 0.002 25 1554 -47 1837.9968951711007 1838.0047656495367 50 TCGA 1 100 100 0.0 0.002 25 1554 -48 1838.0012235644672 1837.300741991206 50 TCGA 1 100 100 0.0 0.002 25 1554 -49 1837.622973774517 1836.532779252709 50 TCGA 1 100 100 0.0 0.002 25 1554 -50 1837.50092556248 1839.5737648201948 50 TCGA 1 100 100 0.0 0.002 25 1554 -51 1837.5616453715581 1836.4834505780857 50 TCGA 1 100 100 0.0 0.002 25 1554 -52 1836.8241658832947 1836.6699402775596 50 TCGA 1 100 100 0.0 0.002 25 1554 -53 1836.770286112974 1837.7061129622723 50 TCGA 1 100 100 0.0 0.002 25 1554 -54 1836.7025965645798 1837.7130237368483 50 TCGA 1 100 100 0.0 0.002 25 1554 -55 1836.9732539435292 1837.383010634226 50 TCGA 1 100 100 0.0 0.002 25 1554 -56 1836.5118618307401 1836.698976449631 50 TCGA 1 100 100 0.0 0.002 25 1554 -57 1836.300094895736 1835.628603221184 50 TCGA 1 100 100 0.0 0.002 25 1554 -58 1836.3088877324826 1835.642845575534 50 TCGA 1 100 100 0.0 0.002 25 1554 -59 1836.0383888718964 1836.2019196323413 50 TCGA 1 100 100 0.0 0.002 25 1554 -60 1836.0670095572102 1835.2810524791928 50 TCGA 1 100 100 0.0 0.002 25 1554 -61 1835.8168634516226 1835.082671045658 50 TCGA 1 100 100 0.0 0.002 25 1554 -62 1835.6021005141042 1834.7090444900282 50 TCGA 1 100 100 0.0 0.002 25 1554 -63 1835.627011155747 1834.8305799014604 50 TCGA 1 100 100 0.0 0.002 25 1554 -64 1835.200549573927 1835.2371832306062 50 TCGA 1 100 100 0.0 0.002 25 1554 -65 1835.2442343271475 1835.418079165358 50 TCGA 1 100 100 0.0 0.002 25 1554 -66 1835.1588625145193 1835.028227686283 50 TCGA 1 100 100 0.0 0.002 25 1554 -67 1835.1388443185624 1834.4740045442054 50 TCGA 1 100 100 0.0 0.002 25 1554 -68 1834.9214334267567 1835.399052145493 50 TCGA 1 100 100 0.0 0.002 25 1554 -69 1835.0636847319647 1834.5128419195587 50 TCGA 1 100 100 0.0 0.002 25 1554 -70 1834.7845420288127 1834.1040585005103 50 TCGA 1 100 100 0.0 0.002 25 1554 -71 1834.9393411511383 1834.4541481823178 50 TCGA 1 100 100 0.0 0.002 25 1554 -72 1834.75225043209 1834.861456329499 50 TCGA 1 100 100 0.0 0.002 25 1554 -73 1834.6097143006946 1833.996802861966 50 TCGA 1 100 100 0.0 0.002 25 1554 -74 1834.5248647920387 1834.2966136836526 50 TCGA 1 100 100 0.0 0.002 25 1554 -75 1834.6925121042955 1833.8621225021593 50 TCGA 1 100 100 0.0 0.002 25 1554 -76 1834.5255839018594 1834.3808268638113 50 TCGA 1 100 100 0.0 0.002 25 1554 -77 1834.582666195481 1834.6055656701476 50 TCGA 1 100 100 0.0 0.002 25 1554 -78 1834.4213723166604 1834.5429981940954 50 TCGA 1 100 100 0.0 0.002 25 1554 -79 1834.3093621157843 1833.9458357461133 50 TCGA 1 100 100 0.0 0.002 25 1554 -80 1834.0712328984384 1834.0066138799466 50 TCGA 1 100 100 0.0 0.002 25 1554 -81 1834.5702886963572 1834.375896204656 50 TCGA 1 100 100 0.0 0.002 25 1554 -82 1834.2290217419504 1834.824890443428 50 TCGA 1 100 100 0.0 0.002 25 1554 -83 1834.071016989724 1834.7800243895258 50 TCGA 1 100 100 0.0 0.002 25 1554 -84 1833.965126368866 1833.8635848922347 50 TCGA 1 100 100 0.0 0.002 25 1554 -85 1833.8772086837432 1834.4613122987987 50 TCGA 1 100 100 0.0 0.002 25 1554 -86 1834.1707630960095 1834.1093976964903 50 TCGA 1 100 100 0.0 0.002 25 1554 -87 1834.2931288897905 1834.484440635796 50 TCGA 1 100 100 0.0 0.002 25 1554 -88 1833.7914957582373 1833.5474037668812 50 TCGA 1 100 100 0.0 0.002 25 1554 -89 1833.9110482121462 1833.8570182455244 50 TCGA 1 100 100 0.0 0.002 25 1554 -90 1833.9613850684368 1833.7152044401696 50 TCGA 1 100 100 0.0 0.002 25 1554 -91 1833.96828403722 1834.2768082355135 50 TCGA 1 100 100 0.0 0.002 25 1554 -92 1833.7540224477482 1834.410295496035 50 TCGA 1 100 100 0.0 0.002 25 1554 -93 1833.7578702991143 1833.4797510501728 50 TCGA 1 100 100 0.0 0.002 25 1554 -94 1833.6985063983973 1833.6854873733903 50 TCGA 1 100 100 0.0 0.002 25 1554 -95 1833.6379601774186 1833.1646329793498 50 TCGA 1 100 100 0.0 0.002 25 1554 -96 1833.6500647181126 1833.6099405720006 50 TCGA 1 100 100 0.0 0.002 25 1554 -97 1833.713786988163 1833.5572203056297 50 TCGA 1 100 100 0.0 0.002 25 1554 -98 1833.596755799205 1833.7907543086526 50 TCGA 1 100 100 0.0 0.002 25 1554 -99 1833.7073984555946 1833.790967164926 50 TCGA 1 100 100 0.0 0.002 25 1554 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index e5f2e0238..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2837.7724810213977 2505.2955610572394 50 TCGA 1 100 100 1.0 0.002 25 5523 -1 2038.3768613167886 1995.970441195234 50 TCGA 1 100 100 1.0 0.002 25 5523 -2 1981.993401662914 2000.223709489832 50 TCGA 1 100 100 1.0 0.002 25 5523 -3 1956.022743120352 1969.3409233668342 50 TCGA 1 100 100 1.0 0.002 25 5523 -4 1937.4086734342952 1927.0089749283527 50 TCGA 1 100 100 1.0 0.002 25 5523 -5 1925.0437661107196 1923.2441363310695 50 TCGA 1 100 100 1.0 0.002 25 5523 -6 1913.7946192131124 1910.1379455873116 50 TCGA 1 100 100 1.0 0.002 25 5523 -7 1905.8337297700375 1900.015414597401 50 TCGA 1 100 100 1.0 0.002 25 5523 -8 1897.1009547508963 1891.433542222833 50 TCGA 1 100 100 1.0 0.002 25 5523 -9 1891.996204919961 1887.7697741637876 50 TCGA 1 100 100 1.0 0.002 25 5523 -10 1887.0984833686796 1880.9170069095478 50 TCGA 1 100 100 1.0 0.002 25 5523 -11 1882.5460681287236 1877.1112489939935 50 TCGA 1 100 100 1.0 0.002 25 5523 -12 1877.9783469965607 1875.5355568123823 50 TCGA 1 100 100 1.0 0.002 25 5523 -13 1874.488992061928 1870.1945040142116 50 TCGA 1 100 100 1.0 0.002 25 5523 -14 1871.3913675455765 1870.4113327869818 50 TCGA 1 100 100 1.0 0.002 25 5523 -15 1868.3817897472602 1864.701563849521 50 TCGA 1 100 100 1.0 0.002 25 5523 -16 1866.2023065198491 1863.1569186263348 50 TCGA 1 100 100 1.0 0.002 25 5523 -17 1864.1520843352573 1860.451335657781 50 TCGA 1 100 100 1.0 0.002 25 5523 -18 1861.1875369658173 1859.223935841316 50 TCGA 1 100 100 1.0 0.002 25 5523 -19 1859.7974609211494 1859.0530343367227 50 TCGA 1 100 100 1.0 0.002 25 5523 -20 1858.0131461374167 1855.0513100168812 50 TCGA 1 100 100 1.0 0.002 25 5523 -21 1856.2341112932438 1853.1988752355528 50 TCGA 1 100 100 1.0 0.002 25 5523 -22 1854.3683806252354 1852.176059128651 50 TCGA 1 100 100 1.0 0.002 25 5523 -23 1853.4153588924414 1850.9891915632852 50 TCGA 1 100 100 1.0 0.002 25 5523 -24 1851.8976416380788 1849.654651430983 50 TCGA 1 100 100 1.0 0.002 25 5523 -25 1850.8095472582563 1848.3194009598776 50 TCGA 1 100 100 1.0 0.002 25 5523 -26 1850.2752389193565 1847.1542527088568 50 TCGA 1 100 100 1.0 0.002 25 5523 -27 1848.9381997071948 1845.6706076770572 50 TCGA 1 100 100 1.0 0.002 25 5523 -28 1847.7052514678414 1845.2471819546954 50 TCGA 1 100 100 1.0 0.002 25 5523 -29 1847.165121033144 1843.8094378140704 50 TCGA 1 100 100 1.0 0.002 25 5523 -30 1846.176570217449 1844.245662516685 50 TCGA 1 100 100 1.0 0.002 25 5523 -31 1845.61498821781 1842.601410985592 50 TCGA 1 100 100 1.0 0.002 25 5523 -32 1844.7244223930936 1843.4173123920384 50 TCGA 1 100 100 1.0 0.002 25 5523 -33 1844.210811192176 1841.9708006585663 50 TCGA 1 100 100 1.0 0.002 25 5523 -34 1843.6810801289207 1841.386460500746 50 TCGA 1 100 100 1.0 0.002 25 5523 -35 1843.026041103482 1840.2934564178313 50 TCGA 1 100 100 1.0 0.002 25 5523 -36 1842.3417499489863 1840.0293490155857 50 TCGA 1 100 100 1.0 0.002 25 5523 -37 1841.9975206877773 1839.7333640860552 50 TCGA 1 100 100 1.0 0.002 25 5523 -38 1841.7201669503302 1839.207698036079 50 TCGA 1 100 100 1.0 0.002 25 5523 -39 1840.95547154594 1838.4247838312658 50 TCGA 1 100 100 1.0 0.002 25 5523 -40 1840.4989958596104 1839.1884563196843 50 TCGA 1 100 100 1.0 0.002 25 5523 -41 1840.3074798839461 1837.626774620171 50 TCGA 1 100 100 1.0 0.002 25 5523 -42 1840.0103182592009 1838.5558996152638 50 TCGA 1 100 100 1.0 0.002 25 5523 -43 1839.7198470113851 1836.910953080834 50 TCGA 1 100 100 1.0 0.002 25 5523 -44 1839.5047822022548 1837.715845462665 50 TCGA 1 100 100 1.0 0.002 25 5523 -45 1839.0511459212628 1836.4302444841394 50 TCGA 1 100 100 1.0 0.002 25 5523 -46 1838.7845031826846 1836.122649379711 50 TCGA 1 100 100 1.0 0.002 25 5523 -47 1838.4179280644375 1835.844216811597 50 TCGA 1 100 100 1.0 0.002 25 5523 -48 1838.1224447395775 1836.1058220791458 50 TCGA 1 100 100 1.0 0.002 25 5523 -49 1837.925158540164 1836.3280434153187 50 TCGA 1 100 100 1.0 0.002 25 5523 -50 1837.7907024033968 1835.7373733903894 50 TCGA 1 100 100 1.0 0.002 25 5523 -51 1837.3664825878873 1835.949288066308 50 TCGA 1 100 100 1.0 0.002 25 5523 -52 1837.2920201605273 1835.095961374254 50 TCGA 1 100 100 1.0 0.002 25 5523 -53 1837.1378782476509 1834.7220747291144 50 TCGA 1 100 100 1.0 0.002 25 5523 -54 1836.9684960490586 1835.3451866264918 50 TCGA 1 100 100 1.0 0.002 25 5523 -55 1836.9664862149793 1835.1822460692133 50 TCGA 1 100 100 1.0 0.002 25 5523 -56 1836.5638740301956 1834.15441097087 50 TCGA 1 100 100 1.0 0.002 25 5523 -57 1836.520500618268 1834.0100122192996 50 TCGA 1 100 100 1.0 0.002 25 5523 -58 1836.306189922712 1834.23855054079 50 TCGA 1 100 100 1.0 0.002 25 5523 -59 1836.204875310333 1833.3117688049624 50 TCGA 1 100 100 1.0 0.002 25 5523 -60 1835.9600281654184 1834.5349703841473 50 TCGA 1 100 100 1.0 0.002 25 5523 -61 1836.167621587427 1834.0807222145886 50 TCGA 1 100 100 1.0 0.002 25 5523 -62 1836.0418348136739 1833.525150164887 50 TCGA 1 100 100 1.0 0.002 25 5523 -63 1835.7036511599717 1833.5853001580167 50 TCGA 1 100 100 1.0 0.002 25 5523 -64 1835.6325654707819 1833.0826863811244 50 TCGA 1 100 100 1.0 0.002 25 5523 -65 1835.4961820019716 1833.4976506065484 50 TCGA 1 100 100 1.0 0.002 25 5523 -66 1835.3432067537271 1833.375423872291 50 TCGA 1 100 100 1.0 0.002 25 5523 -67 1835.2602522166956 1832.4552952752042 50 TCGA 1 100 100 1.0 0.002 25 5523 -68 1835.0981883234126 1833.315349329656 50 TCGA 1 100 100 1.0 0.002 25 5523 -69 1835.0757145916248 1833.0981764290202 50 TCGA 1 100 100 1.0 0.002 25 5523 -70 1835.499496308378 1833.1016772092887 50 TCGA 1 100 100 1.0 0.002 25 5523 -71 1835.14873388056 1833.113568329931 50 TCGA 1 100 100 1.0 0.002 25 5523 -72 1834.9188922414132 1832.3822616500472 50 TCGA 1 100 100 1.0 0.002 25 5523 -73 1834.9650555438316 1833.790019433103 50 TCGA 1 100 100 1.0 0.002 25 5523 -74 1834.7331134614328 1832.1222604722832 50 TCGA 1 100 100 1.0 0.002 25 5523 -75 1834.5835428698838 1832.4305297238143 50 TCGA 1 100 100 1.0 0.002 25 5523 -76 1834.5800504926087 1831.845856479664 50 TCGA 1 100 100 1.0 0.002 25 5523 -77 1834.7485032454706 1832.6247460446766 50 TCGA 1 100 100 1.0 0.002 25 5523 -78 1834.6625825047613 1831.808328139722 50 TCGA 1 100 100 1.0 0.002 25 5523 -79 1834.6738949850317 1831.674743959053 50 TCGA 1 100 100 1.0 0.002 25 5523 -80 1834.461566654669 1832.324571465727 50 TCGA 1 100 100 1.0 0.002 25 5523 -81 1834.5666537424831 1831.9657086703046 50 TCGA 1 100 100 1.0 0.002 25 5523 -82 1834.4348989853518 1832.6741072304883 50 TCGA 1 100 100 1.0 0.002 25 5523 -83 1834.525894807138 1832.9498935105214 50 TCGA 1 100 100 1.0 0.002 25 5523 -84 1834.7643889001283 1832.4052280445194 50 TCGA 1 100 100 1.0 0.002 25 5523 -85 1834.5548452962148 1831.9249065149968 50 TCGA 1 100 100 1.0 0.002 25 5523 -86 1834.3112580684403 1832.544628047464 50 TCGA 1 100 100 1.0 0.002 25 5523 -87 1834.280339684387 1832.218724849835 50 TCGA 1 100 100 1.0 0.002 25 5523 -88 1834.005148781079 1832.6934133558418 50 TCGA 1 100 100 1.0 0.002 25 5523 -89 1834.2939259916268 1832.1155294293735 50 TCGA 1 100 100 1.0 0.002 25 5523 -90 1834.3235721275175 1832.4089030356863 50 TCGA 1 100 100 1.0 0.002 25 5523 -91 1834.4759569173414 1831.410022524733 50 TCGA 1 100 100 1.0 0.002 25 5523 -92 1834.3273487178353 1832.6862228623586 50 TCGA 1 100 100 1.0 0.002 25 5523 -93 1834.1439701680267 1832.1253821598225 50 TCGA 1 100 100 1.0 0.002 25 5523 -94 1833.9726102777672 1831.4220688402952 50 TCGA 1 100 100 1.0 0.002 25 5523 -95 1833.9882178099538 1832.389138686597 50 TCGA 1 100 100 1.0 0.002 25 5523 -96 1833.9147840215235 1832.8029061322236 50 TCGA 1 100 100 1.0 0.002 25 5523 -97 1834.080427018004 1831.524223289298 50 TCGA 1 100 100 1.0 0.002 25 5523 -98 1833.868895516969 1831.5415640212782 50 TCGA 1 100 100 1.0 0.002 25 5523 -99 1834.1317305038492 1833.664397426586 50 TCGA 1 100 100 1.0 0.002 25 5523 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index a119369a0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2843.8619841081595 3036.192598735867 50 TCGA 1 50 100 0.5 0.002 25 1342 -1 2035.481571988211 2066.448777088568 50 TCGA 1 50 100 0.5 0.002 25 1342 -2 1976.7285064550792 1955.650731072354 50 TCGA 1 50 100 0.5 0.002 25 1342 -3 1950.7827417131166 1936.8065075131517 50 TCGA 1 50 100 0.5 0.002 25 1342 -4 1932.5819172050715 1930.2683921315563 50 TCGA 1 50 100 0.5 0.002 25 1342 -5 1924.0428284488494 1911.9146955480528 50 TCGA 1 50 100 0.5 0.002 25 1342 -6 1911.1607516544555 1905.135752615617 50 TCGA 1 50 100 0.5 0.002 25 1342 -7 1903.5012966785757 1900.1844586703046 50 TCGA 1 50 100 0.5 0.002 25 1342 -8 1897.5447617760858 1894.0839064708307 50 TCGA 1 50 100 0.5 0.002 25 1342 -9 1891.3893774138828 1886.502954837665 50 TCGA 1 50 100 0.5 0.002 25 1342 -10 1885.955595673694 1882.142981141057 50 TCGA 1 50 100 0.5 0.002 25 1342 -11 1881.2934100098582 1885.7435302734375 50 TCGA 1 50 100 0.5 0.002 25 1342 -12 1877.4472560871923 1873.74222859905 50 TCGA 1 50 100 0.5 0.002 25 1342 -13 1874.5885908908378 1870.980039356941 50 TCGA 1 50 100 0.5 0.002 25 1342 -14 1870.811237194267 1870.8195113752356 50 TCGA 1 50 100 0.5 0.002 25 1342 -15 1868.3986545805021 1867.0878280562972 50 TCGA 1 50 100 0.5 0.002 25 1342 -16 1865.6021929354604 1865.1384130123272 50 TCGA 1 50 100 0.5 0.002 25 1342 -17 1864.0763519488085 1862.804071014251 50 TCGA 1 50 100 0.5 0.002 25 1342 -18 1861.5216988394177 1861.345458984375 50 TCGA 1 50 100 0.5 0.002 25 1342 -19 1859.1301796018233 1858.5889052194566 50 TCGA 1 50 100 0.5 0.002 25 1342 -20 1857.6305244071953 1857.7274593180748 50 TCGA 1 50 100 0.5 0.002 25 1342 -21 1856.1243232244199 1857.3260847695508 50 TCGA 1 50 100 0.5 0.002 25 1342 -22 1854.5576360314828 1854.097556262759 50 TCGA 1 50 100 0.5 0.002 25 1342 -23 1853.259679593975 1852.3898097666065 50 TCGA 1 50 100 0.5 0.002 25 1342 -24 1852.242921379797 1851.6658549093122 50 TCGA 1 50 100 0.5 0.002 25 1342 -25 1850.9400643485906 1849.895553818899 50 TCGA 1 50 100 0.5 0.002 25 1342 -26 1849.8507986578616 1850.433966095124 50 TCGA 1 50 100 0.5 0.002 25 1342 -27 1848.9906375517548 1850.1668498743718 50 TCGA 1 50 100 0.5 0.002 25 1342 -28 1848.0335665563478 1847.8239071333228 50 TCGA 1 50 100 0.5 0.002 25 1342 -29 1847.0569592422773 1846.426494042478 50 TCGA 1 50 100 0.5 0.002 25 1342 -30 1846.177800063244 1845.6714357922424 50 TCGA 1 50 100 0.5 0.002 25 1342 -31 1845.5316283375787 1844.6518959543812 50 TCGA 1 50 100 0.5 0.002 25 1342 -32 1845.0536678402348 1846.4038766832207 50 TCGA 1 50 100 0.5 0.002 25 1342 -33 1844.0896756938291 1844.1958829793498 50 TCGA 1 50 100 0.5 0.002 25 1342 -34 1843.673142179499 1843.7378960230842 50 TCGA 1 50 100 0.5 0.002 25 1342 -35 1842.8778953786434 1843.040237196726 50 TCGA 1 50 100 0.5 0.002 25 1342 -36 1842.709674353631 1842.1151356145965 50 TCGA 1 50 100 0.5 0.002 25 1342 -37 1841.8244621548513 1841.7635068653815 50 TCGA 1 50 100 0.5 0.002 25 1342 -38 1841.4975564954323 1841.728624200102 50 TCGA 1 50 100 0.5 0.002 25 1342 -39 1840.9553318715598 1840.945996461801 50 TCGA 1 50 100 0.5 0.002 25 1342 -40 1840.1228143977512 1839.9883922787767 50 TCGA 1 50 100 0.5 0.002 25 1342 -41 1840.4461373159802 1840.2709574483747 50 TCGA 1 50 100 0.5 0.002 25 1342 -42 1839.5444511296907 1839.7677676713647 50 TCGA 1 50 100 0.5 0.002 25 1342 -43 1839.3586665997748 1839.815921649262 50 TCGA 1 50 100 0.5 0.002 25 1342 -44 1838.9980895226256 1838.8745479104507 50 TCGA 1 50 100 0.5 0.002 25 1342 -45 1838.9889842681766 1838.8846680914337 50 TCGA 1 50 100 0.5 0.002 25 1342 -46 1838.5534695083375 1839.9984376226837 50 TCGA 1 50 100 0.5 0.002 25 1342 -47 1838.3165818682896 1838.5355433171717 50 TCGA 1 50 100 0.5 0.002 25 1342 -48 1838.1293296196561 1838.5697309791144 50 TCGA 1 50 100 0.5 0.002 25 1342 -49 1837.5339079826108 1837.9030970281092 50 TCGA 1 50 100 0.5 0.002 25 1342 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 636bf2993..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2833.551215465506 2505.0049785058104 50 TCGA 1 50 100 0.0 0.002 25 1898 -1 2038.2814539455785 2056.190427233825 50 TCGA 1 50 100 0.0 0.002 25 1898 -2 1979.66694785032 2003.11415291791 50 TCGA 1 50 100 0.0 0.002 25 1898 -3 1953.9211287891803 1943.567495068114 50 TCGA 1 50 100 0.0 0.002 25 1898 -4 1936.234003870279 1948.7359864508087 50 TCGA 1 50 100 0.0 0.002 25 1898 -5 1923.9127232828023 1912.7470371878926 50 TCGA 1 50 100 0.0 0.002 25 1898 -6 1913.484914649157 1901.61695930826 50 TCGA 1 50 100 0.0 0.002 25 1898 -7 1903.7943285143606 1903.4977236033685 50 TCGA 1 50 100 0.0 0.002 25 1898 -8 1896.9531445252549 1889.5958092464275 50 TCGA 1 50 100 0.0 0.002 25 1898 -9 1892.0512430842718 1886.7870480331344 50 TCGA 1 50 100 0.0 0.002 25 1898 -10 1886.8798850606975 1881.6377995936714 50 TCGA 1 50 100 0.0 0.002 25 1898 -11 1882.2100594221768 1876.8989816023477 50 TCGA 1 50 100 0.0 0.002 25 1898 -12 1877.6597094854642 1875.1880784537923 50 TCGA 1 50 100 0.0 0.002 25 1898 -13 1874.5628312616852 1868.1348699061714 50 TCGA 1 50 100 0.0 0.002 25 1898 -14 1870.5480869828436 1867.1950340079302 50 TCGA 1 50 100 0.0 0.002 25 1898 -15 1868.4305933737198 1866.751033610435 50 TCGA 1 50 100 0.0 0.002 25 1898 -16 1866.0329865350136 1860.895422547307 50 TCGA 1 50 100 0.0 0.002 25 1898 -17 1864.0109229834568 1860.1452612182004 50 TCGA 1 50 100 0.0 0.002 25 1898 -18 1862.0285211242274 1858.7637276960977 50 TCGA 1 50 100 0.0 0.002 25 1898 -19 1859.9386250116634 1857.8673844073885 50 TCGA 1 50 100 0.0 0.002 25 1898 -20 1858.0873626392192 1854.759547861377 50 TCGA 1 50 100 0.0 0.002 25 1898 -21 1856.3188828507602 1853.1264746584484 50 TCGA 1 50 100 0.0 0.002 25 1898 -22 1854.8143006290811 1851.1684165456188 50 TCGA 1 50 100 0.0 0.002 25 1898 -23 1853.9154282186776 1849.9876978888583 50 TCGA 1 50 100 0.0 0.002 25 1898 -24 1852.222927082861 1849.4821930698413 50 TCGA 1 50 100 0.0 0.002 25 1898 -25 1850.8923491631147 1848.6210643059046 50 TCGA 1 50 100 0.0 0.002 25 1898 -26 1849.9218030985558 1846.7582388259657 50 TCGA 1 50 100 0.0 0.002 25 1898 -27 1849.0589073122392 1845.7724419215217 50 TCGA 1 50 100 0.0 0.002 25 1898 -28 1848.176696211888 1844.5543176085505 50 TCGA 1 50 100 0.0 0.002 25 1898 -29 1847.6698641712637 1844.4346972901617 50 TCGA 1 50 100 0.0 0.002 25 1898 -30 1846.366951984278 1844.6489638132066 50 TCGA 1 50 100 0.0 0.002 25 1898 -31 1845.4763675199608 1842.33399357628 50 TCGA 1 50 100 0.0 0.002 25 1898 -32 1844.8892186093854 1841.6805886120053 50 TCGA 1 50 100 0.0 0.002 25 1898 -33 1844.4257922866059 1841.546587920069 50 TCGA 1 50 100 0.0 0.002 25 1898 -34 1843.6445090950353 1841.2082206687735 50 TCGA 1 50 100 0.0 0.002 25 1898 -35 1843.17838635228 1842.340016734061 50 TCGA 1 50 100 0.0 0.002 25 1898 -36 1842.778298552673 1839.8258430826006 50 TCGA 1 50 100 0.0 0.002 25 1898 -37 1842.1406748146069 1838.880326314188 50 TCGA 1 50 100 0.0 0.002 25 1898 -38 1841.4859738499474 1838.8614845467573 50 TCGA 1 50 100 0.0 0.002 25 1898 -39 1841.0027667817453 1837.9156015674073 50 TCGA 1 50 100 0.0 0.002 25 1898 -40 1840.893805054951 1839.3452921345006 50 TCGA 1 50 100 0.0 0.002 25 1898 -41 1840.4945123951168 1837.5009955784783 50 TCGA 1 50 100 0.0 0.002 25 1898 -42 1840.1272213417767 1837.369244292753 50 TCGA 1 50 100 0.0 0.002 25 1898 -43 1839.5394936634077 1836.9706503709956 50 TCGA 1 50 100 0.0 0.002 25 1898 -44 1839.1753173582867 1837.2490676036432 50 TCGA 1 50 100 0.0 0.002 25 1898 -45 1839.1048961545303 1835.9749038159548 50 TCGA 1 50 100 0.0 0.002 25 1898 -46 1838.8030782402168 1836.362627345713 50 TCGA 1 50 100 0.0 0.002 25 1898 -47 1838.336758964122 1835.4695646199748 50 TCGA 1 50 100 0.0 0.002 25 1898 -48 1838.3042410215985 1836.6668118424152 50 TCGA 1 50 100 0.0 0.002 25 1898 -49 1837.9353583534191 1835.3933111602937 50 TCGA 1 50 100 0.0 0.002 25 1898 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index 868e1fffc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_25z_0.002lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2837.3500326629037 2996.479299574042 50 TCGA 1 50 100 1.0 0.002 25 7735 -1 2030.4777051021058 2003.0698217650754 50 TCGA 1 50 100 1.0 0.002 25 7735 -2 1980.3828775342226 1980.7950237024968 50 TCGA 1 50 100 1.0 0.002 25 7735 -3 1954.2392656743787 1967.4099219240734 50 TCGA 1 50 100 1.0 0.002 25 7735 -4 1935.2841166562168 1937.032176875589 50 TCGA 1 50 100 1.0 0.002 25 7735 -5 1923.6886835738023 1917.8134685880575 50 TCGA 1 50 100 1.0 0.002 25 7735 -6 1912.30261501615 1907.093026779405 50 TCGA 1 50 100 1.0 0.002 25 7735 -7 1903.4379512473054 1896.518446112398 50 TCGA 1 50 100 1.0 0.002 25 7735 -8 1897.524156936831 1891.5670895983826 50 TCGA 1 50 100 1.0 0.002 25 7735 -9 1891.437102123541 1888.024588886817 50 TCGA 1 50 100 1.0 0.002 25 7735 -10 1885.665311162527 1882.0035884991364 50 TCGA 1 50 100 1.0 0.002 25 7735 -11 1882.0285238356898 1884.215854050526 50 TCGA 1 50 100 1.0 0.002 25 7735 -12 1878.0462588576256 1873.0959307033213 50 TCGA 1 50 100 1.0 0.002 25 7735 -13 1874.6771274025466 1874.8765212782664 50 TCGA 1 50 100 1.0 0.002 25 7735 -14 1871.3732501665575 1870.3736014054648 50 TCGA 1 50 100 1.0 0.002 25 7735 -15 1868.5652273905996 1864.227918768648 50 TCGA 1 50 100 1.0 0.002 25 7735 -16 1866.5989974701374 1863.029606651421 50 TCGA 1 50 100 1.0 0.002 25 7735 -17 1863.7457563704925 1863.9889964961526 50 TCGA 1 50 100 1.0 0.002 25 7735 -18 1861.8839940027356 1861.6394803607884 50 TCGA 1 50 100 1.0 0.002 25 7735 -19 1859.8983766487872 1856.5867085672503 50 TCGA 1 50 100 1.0 0.002 25 7735 -20 1857.4991345120827 1856.102147087979 50 TCGA 1 50 100 1.0 0.002 25 7735 -21 1856.5006500697186 1855.98291935753 50 TCGA 1 50 100 1.0 0.002 25 7735 -22 1854.9527936701877 1853.2649060733354 50 TCGA 1 50 100 1.0 0.002 25 7735 -23 1853.5238196118255 1852.012750520179 50 TCGA 1 50 100 1.0 0.002 25 7735 -24 1852.184354907927 1849.9040784979586 50 TCGA 1 50 100 1.0 0.002 25 7735 -25 1850.881504089921 1848.789793081619 50 TCGA 1 50 100 1.0 0.002 25 7735 -26 1849.878951145823 1848.3877069674545 50 TCGA 1 50 100 1.0 0.002 25 7735 -27 1848.8839405092601 1847.1788385285804 50 TCGA 1 50 100 1.0 0.002 25 7735 -28 1847.989185829303 1846.804603461644 50 TCGA 1 50 100 1.0 0.002 25 7735 -29 1846.814115268602 1845.7459827212233 50 TCGA 1 50 100 1.0 0.002 25 7735 -30 1845.7789612804252 1845.3695442544756 50 TCGA 1 50 100 1.0 0.002 25 7735 -31 1845.5266530492208 1843.8685161648084 50 TCGA 1 50 100 1.0 0.002 25 7735 -32 1844.6744969569488 1843.3986534233668 50 TCGA 1 50 100 1.0 0.002 25 7735 -33 1843.934640810524 1843.7979644315326 50 TCGA 1 50 100 1.0 0.002 25 7735 -34 1843.295195555578 1842.2460661461605 50 TCGA 1 50 100 1.0 0.002 25 7735 -35 1842.708328160208 1841.7971080990892 50 TCGA 1 50 100 1.0 0.002 25 7735 -36 1842.1832354009412 1841.5264070597127 50 TCGA 1 50 100 1.0 0.002 25 7735 -37 1841.924073478289 1840.327252105253 50 TCGA 1 50 100 1.0 0.002 25 7735 -38 1841.516696300181 1840.3423606067447 50 TCGA 1 50 100 1.0 0.002 25 7735 -39 1840.9792964171852 1839.4963458650675 50 TCGA 1 50 100 1.0 0.002 25 7735 -40 1840.4039934637133 1839.3402841845948 50 TCGA 1 50 100 1.0 0.002 25 7735 -41 1839.9317010265734 1838.6322180973225 50 TCGA 1 50 100 1.0 0.002 25 7735 -42 1839.9359096795777 1839.1011729791535 50 TCGA 1 50 100 1.0 0.002 25 7735 -43 1839.3506346348208 1839.5265082737908 50 TCGA 1 50 100 1.0 0.002 25 7735 -44 1839.181270898699 1837.369778580402 50 TCGA 1 50 100 1.0 0.002 25 7735 -45 1838.7701032459504 1838.9253175054962 50 TCGA 1 50 100 1.0 0.002 25 7735 -46 1838.6291194063756 1838.1074936449827 50 TCGA 1 50 100 1.0 0.002 25 7735 -47 1838.4272904036793 1836.8179790554334 50 TCGA 1 50 100 1.0 0.002 25 7735 -48 1838.0680846725143 1836.411770767902 50 TCGA 1 50 100 1.0 0.002 25 7735 -49 1837.8057317945597 1836.8448093740185 50 TCGA 1 50 100 1.0 0.002 25 7735 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 0efa0f08e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4231.662882346183 4728.703532309987 100 TCGA 1 100 100 0.5 0.0005 50 2210 -1 2718.7852657985336 3500.289885707836 100 TCGA 1 100 100 0.5 0.0005 50 2210 -2 2263.340065217894 2384.156229143766 100 TCGA 1 100 100 0.5 0.0005 50 2210 -3 2108.0626338835687 2409.216037462704 100 TCGA 1 100 100 0.5 0.0005 50 2210 -4 2050.1295939531824 2105.2221814639606 100 TCGA 1 100 100 0.5 0.0005 50 2210 -5 2026.1541791103264 2076.491263691504 100 TCGA 1 100 100 0.5 0.0005 50 2210 -6 1999.9965828624017 2061.244216688913 100 TCGA 1 100 100 0.5 0.0005 50 2210 -7 1988.1001061721497 2014.7019190189228 100 TCGA 1 100 100 0.5 0.0005 50 2210 -8 1978.8414400519903 1994.6972662384187 100 TCGA 1 100 100 0.5 0.0005 50 2210 -9 1970.239751761933 1969.4389243581188 100 TCGA 1 100 100 0.5 0.0005 50 2210 -10 1959.2135012490712 1988.0396102828597 100 TCGA 1 100 100 0.5 0.0005 50 2210 -11 1955.8546441656522 1965.5333908311086 100 TCGA 1 100 100 0.5 0.0005 50 2210 -12 1950.3666417057698 1948.6047639319645 100 TCGA 1 100 100 0.5 0.0005 50 2210 -13 1945.738047124073 1943.4595554677685 100 TCGA 1 100 100 0.5 0.0005 50 2210 -14 1941.9304426218573 1940.2164018333856 100 TCGA 1 100 100 0.5 0.0005 50 2210 -15 1935.1769405841455 1934.6831367531015 100 TCGA 1 100 100 0.5 0.0005 50 2210 -16 1931.569104632039 1941.4947356410962 100 TCGA 1 100 100 0.5 0.0005 50 2210 -17 1927.3700055542743 1940.0764479133952 100 TCGA 1 100 100 0.5 0.0005 50 2210 -18 1924.0967058755948 1919.4937228868955 100 TCGA 1 100 100 0.5 0.0005 50 2210 -19 1922.161021329154 1923.5748524114715 100 TCGA 1 100 100 0.5 0.0005 50 2210 -20 1918.5827402497446 1912.101885158213 100 TCGA 1 100 100 0.5 0.0005 50 2210 -21 1916.0187792756194 1908.102467905936 100 TCGA 1 100 100 0.5 0.0005 50 2210 -22 1913.1751568506095 1906.8757814953674 100 TCGA 1 100 100 0.5 0.0005 50 2210 -23 1909.6890735883826 1908.011815056729 100 TCGA 1 100 100 0.5 0.0005 50 2210 -24 1907.7545156341564 1902.7783387150596 100 TCGA 1 100 100 0.5 0.0005 50 2210 -25 1904.1372109417512 1898.1038665004712 100 TCGA 1 100 100 0.5 0.0005 50 2210 -26 1903.011179005465 1901.3034888799466 100 TCGA 1 100 100 0.5 0.0005 50 2210 -27 1899.7556109151108 1895.4666698973383 100 TCGA 1 100 100 0.5 0.0005 50 2210 -28 1899.0354713927902 1895.5084087429334 100 TCGA 1 100 100 0.5 0.0005 50 2210 -29 1897.1734540113075 1893.1952456373665 100 TCGA 1 100 100 0.5 0.0005 50 2210 -30 1894.5412556643678 1893.9868636394865 100 TCGA 1 100 100 0.5 0.0005 50 2210 -31 1891.3684230684794 1884.4689413866206 100 TCGA 1 100 100 0.5 0.0005 50 2210 -32 1891.8259769085862 1889.41729337606 100 TCGA 1 100 100 0.5 0.0005 50 2210 -33 1889.7722211706412 1886.525515148987 100 TCGA 1 100 100 0.5 0.0005 50 2210 -34 1887.6224009882912 1884.7874044293735 100 TCGA 1 100 100 0.5 0.0005 50 2210 -35 1885.6497582956035 1880.7783209259187 100 TCGA 1 100 100 0.5 0.0005 50 2210 -36 1884.6931336968455 1878.4474968838333 100 TCGA 1 100 100 0.5 0.0005 50 2210 -37 1882.2881984563794 1878.589207634854 100 TCGA 1 100 100 0.5 0.0005 50 2210 -38 1881.0257355802519 1881.0171910578283 100 TCGA 1 100 100 0.5 0.0005 50 2210 -39 1879.4941854935723 1874.4686352907113 100 TCGA 1 100 100 0.5 0.0005 50 2210 -40 1878.8292162341988 1877.906627865892 100 TCGA 1 100 100 0.5 0.0005 50 2210 -41 1877.031406842434 1873.068156333425 100 TCGA 1 100 100 0.5 0.0005 50 2210 -42 1876.2876544062055 1872.1024016567212 100 TCGA 1 100 100 0.5 0.0005 50 2210 -43 1873.573567276861 1871.0965386012092 100 TCGA 1 100 100 0.5 0.0005 50 2210 -44 1873.5883964013144 1869.2520365499372 100 TCGA 1 100 100 0.5 0.0005 50 2210 -45 1871.869094366633 1868.3248665201006 100 TCGA 1 100 100 0.5 0.0005 50 2210 -46 1870.4101967720571 1869.5920649389525 100 TCGA 1 100 100 0.5 0.0005 50 2210 -47 1869.2357974413824 1865.771120617737 100 TCGA 1 100 100 0.5 0.0005 50 2210 -48 1868.2775058791046 1868.011269727544 100 TCGA 1 100 100 0.5 0.0005 50 2210 -49 1866.4751154374485 1862.6719455431455 100 TCGA 1 100 100 0.5 0.0005 50 2210 -50 1866.2743790723714 1860.0677717199278 100 TCGA 1 100 100 0.5 0.0005 50 2210 -51 1864.8343945824818 1860.097969706933 100 TCGA 1 100 100 0.5 0.0005 50 2210 -52 1863.594807225102 1860.0312745367462 100 TCGA 1 100 100 0.5 0.0005 50 2210 -53 1863.045294271887 1859.888803760011 100 TCGA 1 100 100 0.5 0.0005 50 2210 -54 1862.0906195825253 1859.3029797424624 100 TCGA 1 100 100 0.5 0.0005 50 2210 -55 1860.4843287961346 1855.4527502012013 100 TCGA 1 100 100 0.5 0.0005 50 2210 -56 1859.7088697578029 1854.9358689197943 100 TCGA 1 100 100 0.5 0.0005 50 2210 -57 1858.9936032104151 1856.3405356862438 100 TCGA 1 100 100 0.5 0.0005 50 2210 -58 1858.324405663779 1852.7260619503768 100 TCGA 1 100 100 0.5 0.0005 50 2210 -59 1857.1725664365529 1852.9859195881752 100 TCGA 1 100 100 0.5 0.0005 50 2210 -60 1856.097487975822 1852.24767268962 100 TCGA 1 100 100 0.5 0.0005 50 2210 -61 1854.921348867279 1851.3907752875707 100 TCGA 1 100 100 0.5 0.0005 50 2210 -62 1854.4992798818969 1849.917840545501 100 TCGA 1 100 100 0.5 0.0005 50 2210 -63 1853.6870478125393 1849.1407384824513 100 TCGA 1 100 100 0.5 0.0005 50 2210 -64 1852.6645961539634 1850.47801814247 100 TCGA 1 100 100 0.5 0.0005 50 2210 -65 1852.1669528644816 1851.6778159596813 100 TCGA 1 100 100 0.5 0.0005 50 2210 -66 1851.107749008177 1848.6055362260522 100 TCGA 1 100 100 0.5 0.0005 50 2210 -67 1850.6758368009168 1846.7335278688363 100 TCGA 1 100 100 0.5 0.0005 50 2210 -68 1849.6964975589754 1848.1122188088882 100 TCGA 1 100 100 0.5 0.0005 50 2210 -69 1849.3152400213821 1846.0634563196843 100 TCGA 1 100 100 0.5 0.0005 50 2210 -70 1848.5198221667588 1846.0387815542556 100 TCGA 1 100 100 0.5 0.0005 50 2210 -71 1847.8897804680087 1843.561088523673 100 TCGA 1 100 100 0.5 0.0005 50 2210 -72 1846.8723443200884 1843.6684680727858 100 TCGA 1 100 100 0.5 0.0005 50 2210 -73 1846.3906302730452 1842.927074949945 100 TCGA 1 100 100 0.5 0.0005 50 2210 -74 1846.1042948230088 1843.072476027599 100 TCGA 1 100 100 0.5 0.0005 50 2210 -75 1845.1146872318513 1841.126726773516 100 TCGA 1 100 100 0.5 0.0005 50 2210 -76 1844.5285524218618 1842.096374818428 100 TCGA 1 100 100 0.5 0.0005 50 2210 -77 1844.1786458760264 1840.199910072825 100 TCGA 1 100 100 0.5 0.0005 50 2210 -78 1843.2956440777955 1839.6575897063442 100 TCGA 1 100 100 0.5 0.0005 50 2210 -79 1842.931611602814 1839.7759187784627 100 TCGA 1 100 100 0.5 0.0005 50 2210 -80 1842.3026410134885 1838.262374494543 100 TCGA 1 100 100 0.5 0.0005 50 2210 -81 1842.2746723327057 1837.5802995691347 100 TCGA 1 100 100 0.5 0.0005 50 2210 -82 1841.145411766777 1839.1391877600895 100 TCGA 1 100 100 0.5 0.0005 50 2210 -83 1840.8387678444205 1838.1709978113222 100 TCGA 1 100 100 0.5 0.0005 50 2210 -84 1840.2906595786403 1836.875112255614 100 TCGA 1 100 100 0.5 0.0005 50 2210 -85 1839.825476745953 1836.89348169068 100 TCGA 1 100 100 0.5 0.0005 50 2210 -86 1839.47286458297 1835.6425161697157 100 TCGA 1 100 100 0.5 0.0005 50 2210 -87 1838.8810655278996 1836.1548875971655 100 TCGA 1 100 100 0.5 0.0005 50 2210 -88 1838.143948135691 1834.8566084818624 100 TCGA 1 100 100 0.5 0.0005 50 2210 -89 1837.8283134807045 1834.576091517156 100 TCGA 1 100 100 0.5 0.0005 50 2210 -90 1837.5536246339661 1834.4188986926822 100 TCGA 1 100 100 0.5 0.0005 50 2210 -91 1836.8667246165692 1833.1242761659862 100 TCGA 1 100 100 0.5 0.0005 50 2210 -92 1836.5471512694114 1833.0676938157585 100 TCGA 1 100 100 0.5 0.0005 50 2210 -93 1836.3758822608331 1832.5982917517274 100 TCGA 1 100 100 0.5 0.0005 50 2210 -94 1835.9158944812175 1832.6403090893923 100 TCGA 1 100 100 0.5 0.0005 50 2210 -95 1835.3857983788125 1832.1209361014055 100 TCGA 1 100 100 0.5 0.0005 50 2210 -96 1834.8466380617824 1831.7336505525675 100 TCGA 1 100 100 0.5 0.0005 50 2210 -97 1834.8239007731183 1831.4424785058104 100 TCGA 1 100 100 0.5 0.0005 50 2210 -98 1834.4016329108213 1831.3679481391332 100 TCGA 1 100 100 0.5 0.0005 50 2210 -99 1833.9210282198112 1831.8416858462233 100 TCGA 1 100 100 0.5 0.0005 50 2210 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index 19a97864e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4225.429251703943 4635.656684300408 100 TCGA 1 100 100 0.0 0.0005 50 9250 -1 2706.0381017975114 3267.830208169755 100 TCGA 1 100 100 0.0 0.0005 50 9250 -2 2261.2447136837345 2635.349616736024 100 TCGA 1 100 100 0.0 0.0005 50 9250 -3 2115.4342557828545 2279.4004151617464 100 TCGA 1 100 100 0.0 0.0005 50 9250 -4 2053.1962455019698 2108.0555205225346 100 TCGA 1 100 100 0.0 0.0005 50 9250 -5 2026.233638517744 2016.0635078468515 100 TCGA 1 100 100 0.0 0.0005 50 9250 -6 2003.8373779678386 1983.013511772731 100 TCGA 1 100 100 0.0 0.0005 50 9250 -7 1987.9077184544915 2014.5929862937735 100 TCGA 1 100 100 0.0 0.0005 50 9250 -8 1980.5908370172888 1994.1958909537923 100 TCGA 1 100 100 0.0 0.0005 50 9250 -9 1967.4358690757679 1965.1128451093357 100 TCGA 1 100 100 0.0 0.0005 50 9250 -10 1960.5350796886555 1961.2879853368404 100 TCGA 1 100 100 0.0 0.0005 50 9250 -11 1954.7568320406242 1956.8361988163474 100 TCGA 1 100 100 0.0 0.0005 50 9250 -12 1949.1331300681186 1950.6177211742306 100 TCGA 1 100 100 0.0 0.0005 50 9250 -13 1945.03102523475 1948.1450845536276 100 TCGA 1 100 100 0.0 0.0005 50 9250 -14 1939.4434875495094 1955.0488305786746 100 TCGA 1 100 100 0.0 0.0005 50 9250 -15 1934.570658449909 1933.5376399821373 100 TCGA 1 100 100 0.0 0.0005 50 9250 -16 1931.742085104822 1927.852891778227 100 TCGA 1 100 100 0.0 0.0005 50 9250 -17 1929.6395857741038 1930.4383342493718 100 TCGA 1 100 100 0.0 0.0005 50 9250 -18 1924.9357689969147 1930.2562133175643 100 TCGA 1 100 100 0.0 0.0005 50 9250 -19 1921.3529980626804 1917.9780782574985 100 TCGA 1 100 100 0.0 0.0005 50 9250 -20 1917.3179721536349 1917.092263686597 100 TCGA 1 100 100 0.0 0.0005 50 9250 -21 1915.704528270389 1915.3894012297817 100 TCGA 1 100 100 0.0 0.0005 50 9250 -22 1912.0562372983652 1913.6105447893765 100 TCGA 1 100 100 0.0 0.0005 50 9250 -23 1910.6935226758924 1913.4828893000158 100 TCGA 1 100 100 0.0 0.0005 50 9250 -24 1907.2155308400377 1905.2846207355135 100 TCGA 1 100 100 0.0 0.0005 50 9250 -25 1905.0685209727126 1901.1790875765546 100 TCGA 1 100 100 0.0 0.0005 50 9250 -26 1903.4923378022231 1894.7825302047347 100 TCGA 1 100 100 0.0 0.0005 50 9250 -27 1900.2665838221778 1896.560111961173 100 TCGA 1 100 100 0.0 0.0005 50 9250 -28 1898.4728846532423 1897.041502065994 100 TCGA 1 100 100 0.0 0.0005 50 9250 -29 1896.7861563981357 1894.5723999636857 100 TCGA 1 100 100 0.0 0.0005 50 9250 -30 1895.3745319797786 1898.158249131399 100 TCGA 1 100 100 0.0 0.0005 50 9250 -31 1893.3576759758212 1891.720679815091 100 TCGA 1 100 100 0.0 0.0005 50 9250 -32 1890.5172318208297 1888.9807049161825 100 TCGA 1 100 100 0.0 0.0005 50 9250 -33 1890.2536309071186 1889.2190303323257 100 TCGA 1 100 100 0.0 0.0005 50 9250 -34 1887.9541272328281 1893.818407835074 100 TCGA 1 100 100 0.0 0.0005 50 9250 -35 1885.239576947544 1885.45796671345 100 TCGA 1 100 100 0.0 0.0005 50 9250 -36 1883.9396877959446 1882.090948516999 100 TCGA 1 100 100 0.0 0.0005 50 9250 -37 1883.9079884425753 1880.6618069596027 100 TCGA 1 100 100 0.0 0.0005 50 9250 -38 1881.9614465600453 1876.171384878494 100 TCGA 1 100 100 0.0 0.0005 50 9250 -39 1881.0749759701748 1874.626778300683 100 TCGA 1 100 100 0.0 0.0005 50 9250 -40 1877.8273735570115 1873.4549738438286 100 TCGA 1 100 100 0.0 0.0005 50 9250 -41 1877.6021159381016 1876.8168227612673 100 TCGA 1 100 100 0.0 0.0005 50 9250 -42 1875.6672311095817 1886.914112186911 100 TCGA 1 100 100 0.0 0.0005 50 9250 -43 1874.7955411512253 1876.8934185085584 100 TCGA 1 100 100 0.0 0.0005 50 9250 -44 1872.7652658061638 1869.9870335564542 100 TCGA 1 100 100 0.0 0.0005 50 9250 -45 1871.8036144421374 1866.8387150596734 100 TCGA 1 100 100 0.0 0.0005 50 9250 -46 1869.9588626725745 1869.99706111122 100 TCGA 1 100 100 0.0 0.0005 50 9250 -47 1869.3330867991729 1867.7406024261934 100 TCGA 1 100 100 0.0 0.0005 50 9250 -48 1868.372511313475 1865.877975693899 100 TCGA 1 100 100 0.0 0.0005 50 9250 -49 1868.1397558468395 1865.6814848166614 100 TCGA 1 100 100 0.0 0.0005 50 9250 -50 1866.3156028804615 1868.6621044676508 100 TCGA 1 100 100 0.0 0.0005 50 9250 -51 1864.2182828109303 1862.4506112103486 100 TCGA 1 100 100 0.0 0.0005 50 9250 -52 1864.0998350395291 1864.1963761679492 100 TCGA 1 100 100 0.0 0.0005 50 9250 -53 1862.3902565953667 1861.934119449788 100 TCGA 1 100 100 0.0 0.0005 50 9250 -54 1861.9040497504038 1860.064419386974 100 TCGA 1 100 100 0.0 0.0005 50 9250 -55 1860.6913988241354 1857.2892913051587 100 TCGA 1 100 100 0.0 0.0005 50 9250 -56 1860.4930805794322 1857.364202604821 100 TCGA 1 100 100 0.0 0.0005 50 9250 -57 1858.8502254356217 1857.1519769256438 100 TCGA 1 100 100 0.0 0.0005 50 9250 -58 1857.859116470911 1856.3011437804255 100 TCGA 1 100 100 0.0 0.0005 50 9250 -59 1857.172749221824 1854.4863502080716 100 TCGA 1 100 100 0.0 0.0005 50 9250 -60 1856.2096389547391 1853.3718347597362 100 TCGA 1 100 100 0.0 0.0005 50 9250 -61 1855.3790489628534 1854.3541977465452 100 TCGA 1 100 100 0.0 0.0005 50 9250 -62 1854.3647896951563 1855.4227491215845 100 TCGA 1 100 100 0.0 0.0005 50 9250 -63 1853.9482360288014 1851.270563020179 100 TCGA 1 100 100 0.0 0.0005 50 9250 -64 1852.7828715363044 1851.1736778374293 100 TCGA 1 100 100 0.0 0.0005 50 9250 -65 1852.1365299695358 1849.821255324474 100 TCGA 1 100 100 0.0 0.0005 50 9250 -66 1851.0774967037337 1849.174480189031 100 TCGA 1 100 100 0.0 0.0005 50 9250 -67 1850.4383531296435 1850.358419907153 100 TCGA 1 100 100 0.0 0.0005 50 9250 -68 1849.5897277838844 1848.4463412030857 100 TCGA 1 100 100 0.0 0.0005 50 9250 -69 1849.540549948354 1849.0606689453125 100 TCGA 1 100 100 0.0 0.0005 50 9250 -70 1848.25400096043 1847.1011803401775 100 TCGA 1 100 100 0.0 0.0005 50 9250 -71 1847.2637009108116 1845.7383708091238 100 TCGA 1 100 100 0.0 0.0005 50 9250 -72 1847.345009303995 1844.9537365784 100 TCGA 1 100 100 0.0 0.0005 50 9250 -73 1846.3682751370827 1844.552785902167 100 TCGA 1 100 100 0.0 0.0005 50 9250 -74 1845.566120320152 1844.431981072354 100 TCGA 1 100 100 0.0 0.0005 50 9250 -75 1845.4103812877588 1844.2640589421717 100 TCGA 1 100 100 0.0 0.0005 50 9250 -76 1844.6173226234835 1843.1261397318624 100 TCGA 1 100 100 0.0 0.0005 50 9250 -77 1843.8816744624164 1841.9351162551036 100 TCGA 1 100 100 0.0 0.0005 50 9250 -78 1843.2370195479275 1842.6617977583228 100 TCGA 1 100 100 0.0 0.0005 50 9250 -79 1842.9995061186944 1841.2122962223225 100 TCGA 1 100 100 0.0 0.0005 50 9250 -80 1842.2192012473054 1840.472547674898 100 TCGA 1 100 100 0.0 0.0005 50 9250 -81 1841.5617461316833 1844.718346983943 100 TCGA 1 100 100 0.0 0.0005 50 9250 -82 1841.1509751154783 1839.17596834269 100 TCGA 1 100 100 0.0 0.0005 50 9250 -83 1841.0019825014476 1839.109323472833 100 TCGA 1 100 100 0.0 0.0005 50 9250 -84 1840.2309410077332 1840.472239125314 100 TCGA 1 100 100 0.0 0.0005 50 9250 -85 1839.621691402653 1838.9594407584798 100 TCGA 1 100 100 0.0 0.0005 50 9250 -86 1838.8314619382613 1837.7214073296168 100 TCGA 1 100 100 0.0 0.0005 50 9250 -87 1838.6717526435532 1837.6486699856705 100 TCGA 1 100 100 0.0 0.0005 50 9250 -88 1838.044462329802 1836.5429374656485 100 TCGA 1 100 100 0.0 0.0005 50 9250 -89 1837.5268908948926 1836.034583930394 100 TCGA 1 100 100 0.0 0.0005 50 9250 -90 1837.1856790281377 1835.980978500903 100 TCGA 1 100 100 0.0 0.0005 50 9250 -91 1836.995057262817 1835.7003155425566 100 TCGA 1 100 100 0.0 0.0005 50 9250 -92 1836.4846559293117 1835.2679872752435 100 TCGA 1 100 100 0.0 0.0005 50 9250 -93 1835.9175553814164 1834.404496236063 100 TCGA 1 100 100 0.0 0.0005 50 9250 -94 1835.7568023099152 1833.5898695135836 100 TCGA 1 100 100 0.0 0.0005 50 9250 -95 1835.0220223754789 1833.560662811126 100 TCGA 1 100 100 0.0 0.0005 50 9250 -96 1834.8951053033916 1833.0801560291693 100 TCGA 1 100 100 0.0 0.0005 50 9250 -97 1834.5028567641477 1836.303580892745 100 TCGA 1 100 100 0.0 0.0005 50 9250 -98 1833.9606566933173 1834.1872619935616 100 TCGA 1 100 100 0.0 0.0005 50 9250 -99 1833.6556992324845 1832.202412207522 100 TCGA 1 100 100 0.0 0.0005 50 9250 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index 2f34ccf57..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4227.983011693025 4524.114446745446 100 TCGA 1 100 100 1.0 0.0005 50 2196 -1 2692.361465360427 3213.9485169990576 100 TCGA 1 100 100 1.0 0.0005 50 2196 -2 2250.862276755349 2669.060575092258 100 TCGA 1 100 100 1.0 0.0005 50 2196 -3 2113.51139013165 2361.5965999430746 100 TCGA 1 100 100 1.0 0.0005 50 2196 -4 2052.2808786250207 2127.163334985474 100 TCGA 1 100 100 1.0 0.0005 50 2196 -5 2019.8133615910415 2031.0618448688756 100 TCGA 1 100 100 1.0 0.0005 50 2196 -6 2001.9387534586815 2000.8632689816268 100 TCGA 1 100 100 1.0 0.0005 50 2196 -7 1986.8611549729148 2017.3126165495446 100 TCGA 1 100 100 1.0 0.0005 50 2196 -8 1977.069328620639 1987.9779752031643 100 TCGA 1 100 100 1.0 0.0005 50 2196 -9 1966.0185225450882 1973.0873955961447 100 TCGA 1 100 100 1.0 0.0005 50 2196 -10 1962.8836136077155 1971.9060586133794 100 TCGA 1 100 100 1.0 0.0005 50 2196 -11 1955.715805801407 1944.1805186822785 100 TCGA 1 100 100 1.0 0.0005 50 2196 -12 1950.6296810333665 1948.0994351641018 100 TCGA 1 100 100 1.0 0.0005 50 2196 -13 1942.614614867142 1963.1142664003612 100 TCGA 1 100 100 1.0 0.0005 50 2196 -14 1940.0105685176482 1938.016089971341 100 TCGA 1 100 100 1.0 0.0005 50 2196 -15 1933.0593562977217 1948.747292983472 100 TCGA 1 100 100 1.0 0.0005 50 2196 -16 1930.5488926550815 1921.547386591159 100 TCGA 1 100 100 1.0 0.0005 50 2196 -17 1926.7574913483909 1938.3693405994818 100 TCGA 1 100 100 1.0 0.0005 50 2196 -18 1922.3073777067752 1920.4483157977386 100 TCGA 1 100 100 1.0 0.0005 50 2196 -19 1921.4387858736022 1914.8887295363536 100 TCGA 1 100 100 1.0 0.0005 50 2196 -20 1918.727677020075 1927.6010539759343 100 TCGA 1 100 100 1.0 0.0005 50 2196 -21 1914.7981024477176 1937.740888279287 100 TCGA 1 100 100 1.0 0.0005 50 2196 -22 1912.1782923094968 1926.624312357687 100 TCGA 1 100 100 1.0 0.0005 50 2196 -23 1908.9155409146877 1908.6825129063286 100 TCGA 1 100 100 1.0 0.0005 50 2196 -24 1907.5324150023282 1909.720724594653 100 TCGA 1 100 100 1.0 0.0005 50 2196 -25 1906.1018969091617 1900.60140730508 100 TCGA 1 100 100 1.0 0.0005 50 2196 -26 1901.288758775328 1897.7807347283292 100 TCGA 1 100 100 1.0 0.0005 50 2196 -27 1900.6232278208365 1895.0998185507617 100 TCGA 1 100 100 1.0 0.0005 50 2196 -28 1897.7908097991108 1899.2878375029445 100 TCGA 1 100 100 1.0 0.0005 50 2196 -29 1898.045446304541 1889.6085223480684 100 TCGA 1 100 100 1.0 0.0005 50 2196 -30 1892.9752585726906 1893.0915128621623 100 TCGA 1 100 100 1.0 0.0005 50 2196 -31 1892.234434802054 1890.6144123940012 100 TCGA 1 100 100 1.0 0.0005 50 2196 -32 1890.584273070812 1882.2103204008322 100 TCGA 1 100 100 1.0 0.0005 50 2196 -33 1889.0200236870091 1890.2269354585428 100 TCGA 1 100 100 1.0 0.0005 50 2196 -34 1887.0927704126525 1886.1639434967808 100 TCGA 1 100 100 1.0 0.0005 50 2196 -35 1885.1007520724838 1883.2933871015232 100 TCGA 1 100 100 1.0 0.0005 50 2196 -36 1883.7340142528637 1888.1190927783448 100 TCGA 1 100 100 1.0 0.0005 50 2196 -37 1882.137649517398 1879.9508627119974 100 TCGA 1 100 100 1.0 0.0005 50 2196 -38 1880.9785799098236 1878.043827536118 100 TCGA 1 100 100 1.0 0.0005 50 2196 -39 1879.8633854573613 1876.8086182867462 100 TCGA 1 100 100 1.0 0.0005 50 2196 -40 1878.1595460346919 1874.7443694301587 100 TCGA 1 100 100 1.0 0.0005 50 2196 -41 1877.051462671855 1880.7048971664965 100 TCGA 1 100 100 1.0 0.0005 50 2196 -42 1876.133287114934 1876.5403236887562 100 TCGA 1 100 100 1.0 0.0005 50 2196 -43 1874.5216852276037 1877.8353756085114 100 TCGA 1 100 100 1.0 0.0005 50 2196 -44 1872.533796376636 1870.959549333582 100 TCGA 1 100 100 1.0 0.0005 50 2196 -45 1870.8579848645347 1868.4633721586447 100 TCGA 1 100 100 1.0 0.0005 50 2196 -46 1870.7793266465853 1866.4906097872174 100 TCGA 1 100 100 1.0 0.0005 50 2196 -47 1869.1642401348547 1867.9275485091473 100 TCGA 1 100 100 1.0 0.0005 50 2196 -48 1867.783523963224 1865.7167109963882 100 TCGA 1 100 100 1.0 0.0005 50 2196 -49 1866.466761162723 1866.2156516223697 100 TCGA 1 100 100 1.0 0.0005 50 2196 -50 1865.764909228412 1864.0837837870995 100 TCGA 1 100 100 1.0 0.0005 50 2196 -51 1864.8968502453015 1866.501037290947 100 TCGA 1 100 100 1.0 0.0005 50 2196 -52 1863.753795202668 1861.747018785333 100 TCGA 1 100 100 1.0 0.0005 50 2196 -53 1863.1293597863794 1860.96293172405 100 TCGA 1 100 100 1.0 0.0005 50 2196 -54 1861.6821170384922 1859.4659669195587 100 TCGA 1 100 100 1.0 0.0005 50 2196 -55 1860.8913537293809 1858.055416241363 100 TCGA 1 100 100 1.0 0.0005 50 2196 -56 1859.8318335584984 1858.048696239989 100 TCGA 1 100 100 1.0 0.0005 50 2196 -57 1858.6484286707152 1858.6752800869583 100 TCGA 1 100 100 1.0 0.0005 50 2196 -58 1857.7754568037597 1857.3219472607177 100 TCGA 1 100 100 1.0 0.0005 50 2196 -59 1857.1476029963324 1855.1179309634108 100 TCGA 1 100 100 1.0 0.0005 50 2196 -60 1856.2595711627275 1853.3799177773633 100 TCGA 1 100 100 1.0 0.0005 50 2196 -61 1855.4231332957127 1853.7556784164965 100 TCGA 1 100 100 1.0 0.0005 50 2196 -62 1854.1998001066272 1854.4006359924624 100 TCGA 1 100 100 1.0 0.0005 50 2196 -63 1853.424656251962 1850.7904942191426 100 TCGA 1 100 100 1.0 0.0005 50 2196 -64 1853.5068526967905 1852.9624649124528 100 TCGA 1 100 100 1.0 0.0005 50 2196 -65 1852.1336598524572 1849.8465821539337 100 TCGA 1 100 100 1.0 0.0005 50 2196 -66 1851.174581938815 1850.5751480792635 100 TCGA 1 100 100 1.0 0.0005 50 2196 -67 1850.3006452544882 1848.837067417164 100 TCGA 1 100 100 1.0 0.0005 50 2196 -68 1849.5548910640662 1848.3431163385285 100 TCGA 1 100 100 1.0 0.0005 50 2196 -69 1848.6215759679294 1847.3414821912295 100 TCGA 1 100 100 1.0 0.0005 50 2196 -70 1848.4447086477721 1846.3687971105528 100 TCGA 1 100 100 1.0 0.0005 50 2196 -71 1847.496424602922 1846.1906480645414 100 TCGA 1 100 100 1.0 0.0005 50 2196 -72 1847.2916595223946 1848.155959852976 100 TCGA 1 100 100 1.0 0.0005 50 2196 -73 1846.3231220656253 1846.0360555217494 100 TCGA 1 100 100 1.0 0.0005 50 2196 -74 1845.5974211702924 1844.1434823040986 100 TCGA 1 100 100 1.0 0.0005 50 2196 -75 1845.2211420140318 1845.7144376668498 100 TCGA 1 100 100 1.0 0.0005 50 2196 -76 1844.2568535960695 1842.172479217376 100 TCGA 1 100 100 1.0 0.0005 50 2196 -77 1843.701298768718 1842.6796868865813 100 TCGA 1 100 100 1.0 0.0005 50 2196 -78 1843.3459988106626 1842.09922598834 100 TCGA 1 100 100 1.0 0.0005 50 2196 -79 1842.924184430243 1840.7110699984296 100 TCGA 1 100 100 1.0 0.0005 50 2196 -80 1842.3907048995773 1840.659662447982 100 TCGA 1 100 100 1.0 0.0005 50 2196 -81 1841.640167566745 1840.90591691367 100 TCGA 1 100 100 1.0 0.0005 50 2196 -82 1841.0954240351227 1840.46885489459 100 TCGA 1 100 100 1.0 0.0005 50 2196 -83 1840.4518188789948 1838.817233138348 100 TCGA 1 100 100 1.0 0.0005 50 2196 -84 1840.0258429350897 1837.9051759039337 100 TCGA 1 100 100 1.0 0.0005 50 2196 -85 1839.564506046207 1839.7010001177764 100 TCGA 1 100 100 1.0 0.0005 50 2196 -86 1839.3224555227503 1839.240606720124 100 TCGA 1 100 100 1.0 0.0005 50 2196 -87 1838.5833151206625 1837.8673518961998 100 TCGA 1 100 100 1.0 0.0005 50 2196 -88 1838.1751213154632 1836.6721541054883 100 TCGA 1 100 100 1.0 0.0005 50 2196 -89 1837.742130831797 1837.1609009402482 100 TCGA 1 100 100 1.0 0.0005 50 2196 -90 1837.3118850566643 1835.5925795972048 100 TCGA 1 100 100 1.0 0.0005 50 2196 -91 1836.961749630696 1835.428183397456 100 TCGA 1 100 100 1.0 0.0005 50 2196 -92 1836.587210688318 1837.1811866951948 100 TCGA 1 100 100 1.0 0.0005 50 2196 -93 1835.987023935319 1834.5492605851523 100 TCGA 1 100 100 1.0 0.0005 50 2196 -94 1835.7326222915897 1834.2026784312186 100 TCGA 1 100 100 1.0 0.0005 50 2196 -95 1835.709525046065 1834.5787052940484 100 TCGA 1 100 100 1.0 0.0005 50 2196 -96 1834.8979812930345 1832.967594932671 100 TCGA 1 100 100 1.0 0.0005 50 2196 -97 1834.6242662019556 1833.5030192466238 100 TCGA 1 100 100 1.0 0.0005 50 2196 -98 1834.0823679073592 1834.071665088136 100 TCGA 1 100 100 1.0 0.0005 50 2196 -99 1833.8678234673887 1832.349388544284 100 TCGA 1 100 100 1.0 0.0005 50 2196 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index f82d7f777..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4224.092197272165 4814.893174367933 100 TCGA 1 50 100 0.5 0.0005 50 9779 -1 2713.4182967960814 3281.597110307396 100 TCGA 1 50 100 0.5 0.0005 50 9779 -2 2258.0728280286407 2604.4625507910646 100 TCGA 1 50 100 0.5 0.0005 50 9779 -3 2111.069044829985 2195.288436812971 100 TCGA 1 50 100 0.5 0.0005 50 9779 -4 2057.957843680456 2150.773606803549 100 TCGA 1 50 100 0.5 0.0005 50 9779 -5 2020.32792813965 2098.511353152481 100 TCGA 1 50 100 0.5 0.0005 50 9779 -6 2001.5494846940533 2023.5160059329853 100 TCGA 1 50 100 0.5 0.0005 50 9779 -7 1991.354246125688 1979.5973519943468 100 TCGA 1 50 100 0.5 0.0005 50 9779 -8 1978.656226959382 2016.5587857500393 100 TCGA 1 50 100 0.5 0.0005 50 9779 -9 1969.1270250536952 1979.0603518078674 100 TCGA 1 50 100 0.5 0.0005 50 9779 -10 1959.211804595719 2011.199309535961 100 TCGA 1 50 100 0.5 0.0005 50 9779 -11 1954.9035235359302 1961.2644226994346 100 TCGA 1 50 100 0.5 0.0005 50 9779 -12 1948.9486717976074 1943.824049446451 100 TCGA 1 50 100 0.5 0.0005 50 9779 -13 1942.556766864697 1942.7423420815012 100 TCGA 1 50 100 0.5 0.0005 50 9779 -14 1939.2124516542156 1934.3429102298603 100 TCGA 1 50 100 0.5 0.0005 50 9779 -15 1935.1233991334875 1937.3367281966473 100 TCGA 1 50 100 0.5 0.0005 50 9779 -16 1932.2790520667284 1963.9154653884657 100 TCGA 1 50 100 0.5 0.0005 50 9779 -17 1923.7467133668613 1936.227558691897 100 TCGA 1 50 100 0.5 0.0005 50 9779 -18 1924.6618317157938 1925.9382692269944 100 TCGA 1 50 100 0.5 0.0005 50 9779 -19 1921.4758153626503 1926.3801140713333 100 TCGA 1 50 100 0.5 0.0005 50 9779 -20 1917.113756573457 1915.2379812882773 100 TCGA 1 50 100 0.5 0.0005 50 9779 -21 1914.683698911142 1912.163075509383 100 TCGA 1 50 100 0.5 0.0005 50 9779 -22 1913.2861734571861 1916.3255848333465 100 TCGA 1 50 100 0.5 0.0005 50 9779 -23 1908.3133166815928 1912.1556893353486 100 TCGA 1 50 100 0.5 0.0005 50 9779 -24 1906.3295252864177 1917.6519474815484 100 TCGA 1 50 100 0.5 0.0005 50 9779 -25 1905.1563819351306 1913.7445233982412 100 TCGA 1 50 100 0.5 0.0005 50 9779 -26 1901.8291957006616 1905.6516622418735 100 TCGA 1 50 100 0.5 0.0005 50 9779 -27 1900.176046782565 1903.2619003219222 100 TCGA 1 50 100 0.5 0.0005 50 9779 -28 1897.7468885082608 1900.9952226955088 100 TCGA 1 50 100 0.5 0.0005 50 9779 -29 1896.444091606119 1896.1133714225423 100 TCGA 1 50 100 0.5 0.0005 50 9779 -30 1893.7844096985443 1899.1614039435458 100 TCGA 1 50 100 0.5 0.0005 50 9779 -31 1891.1032505693254 1898.3678340432632 100 TCGA 1 50 100 0.5 0.0005 50 9779 -32 1890.8939193587628 1894.0210040681925 100 TCGA 1 50 100 0.5 0.0005 50 9779 -33 1889.4272508490285 1887.9915053784548 100 TCGA 1 50 100 0.5 0.0005 50 9779 -34 1886.5369815683775 1887.4124467552606 100 TCGA 1 50 100 0.5 0.0005 50 9779 -35 1884.8420823552085 1888.5798027000235 100 TCGA 1 50 100 0.5 0.0005 50 9779 -36 1884.0792532953942 1888.2856310360396 100 TCGA 1 50 100 0.5 0.0005 50 9779 -37 1882.41694770044 1882.5903688363694 100 TCGA 1 50 100 0.5 0.0005 50 9779 -38 1880.710981959809 1882.2527198983198 100 TCGA 1 50 100 0.5 0.0005 50 9779 -39 1879.818520277815 1880.3695552960114 100 TCGA 1 50 100 0.5 0.0005 50 9779 -40 1878.5959323593943 1879.1597158154052 100 TCGA 1 50 100 0.5 0.0005 50 9779 -41 1876.4386029112004 1877.575689114518 100 TCGA 1 50 100 0.5 0.0005 50 9779 -42 1875.5639214194744 1878.739282962665 100 TCGA 1 50 100 0.5 0.0005 50 9779 -43 1873.4505037924503 1874.7062841060772 100 TCGA 1 50 100 0.5 0.0005 50 9779 -44 1872.8963416212703 1872.7690423553313 100 TCGA 1 50 100 0.5 0.0005 50 9779 -45 1871.6630788931477 1873.5949197893765 100 TCGA 1 50 100 0.5 0.0005 50 9779 -46 1870.7912634717445 1870.792923970438 100 TCGA 1 50 100 0.5 0.0005 50 9779 -47 1869.134471819648 1871.4900877679413 100 TCGA 1 50 100 0.5 0.0005 50 9779 -48 1868.316657462228 1868.2280972734768 100 TCGA 1 50 100 0.5 0.0005 50 9779 -49 1866.9340851651011 1873.1371242197315 100 TCGA 1 50 100 0.5 0.0005 50 9779 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index 8aafe17b7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4231.866841877101 4767.91995377277 100 TCGA 1 50 100 0.0 0.0005 50 6636 -1 2723.2549367692404 3574.925232853722 100 TCGA 1 50 100 0.0 0.0005 50 6636 -2 2257.73093967244 2628.502595987751 100 TCGA 1 50 100 0.0 0.0005 50 6636 -3 2112.362360115788 2232.7932828203516 100 TCGA 1 50 100 0.0 0.0005 50 6636 -4 2051.8507515410915 2094.812480370603 100 TCGA 1 50 100 0.0 0.0005 50 6636 -5 2024.2597192848802 1998.74969881144 100 TCGA 1 50 100 0.0 0.0005 50 6636 -6 2001.4023829776404 2049.619689634697 100 TCGA 1 50 100 0.0 0.0005 50 6636 -7 1991.2192803429818 2006.0019880898633 100 TCGA 1 50 100 0.0 0.0005 50 6636 -8 1980.7523016909934 1968.3558515232412 100 TCGA 1 50 100 0.0 0.0005 50 6636 -9 1971.089285992634 1973.9749056562107 100 TCGA 1 50 100 0.0 0.0005 50 6636 -10 1962.9953826791887 1969.5694353113222 100 TCGA 1 50 100 0.0 0.0005 50 6636 -11 1957.7905757004348 1945.9295513210584 100 TCGA 1 50 100 0.0 0.0005 50 6636 -12 1952.341907459067 1946.5789672238143 100 TCGA 1 50 100 0.0 0.0005 50 6636 -13 1944.0642240949874 1941.6422990195117 100 TCGA 1 50 100 0.0 0.0005 50 6636 -14 1939.668825177 1935.438620715884 100 TCGA 1 50 100 0.0 0.0005 50 6636 -15 1935.4894580110827 1931.7631596704225 100 TCGA 1 50 100 0.0 0.0005 50 6636 -16 1932.237652408716 1935.9081761345792 100 TCGA 1 50 100 0.0 0.0005 50 6636 -17 1927.3955178680744 1932.672147971302 100 TCGA 1 50 100 0.0 0.0005 50 6636 -18 1925.2132435375086 1933.3457080323492 100 TCGA 1 50 100 0.0 0.0005 50 6636 -19 1922.462379616517 1916.596212875903 100 TCGA 1 50 100 0.0 0.0005 50 6636 -20 1918.3920303959574 1913.255857534744 100 TCGA 1 50 100 0.0 0.0005 50 6636 -21 1915.0019754025936 1921.232404085859 100 TCGA 1 50 100 0.0 0.0005 50 6636 -22 1912.9009977200824 1904.6755739144944 100 TCGA 1 50 100 0.0 0.0005 50 6636 -23 1909.7959096648622 1914.0389005574748 100 TCGA 1 50 100 0.0 0.0005 50 6636 -24 1906.247706688652 1911.8626187578518 100 TCGA 1 50 100 0.0 0.0005 50 6636 -25 1904.6850964860973 1911.8253302646042 100 TCGA 1 50 100 0.0 0.0005 50 6636 -26 1902.05833364036 1901.655873974364 100 TCGA 1 50 100 0.0 0.0005 50 6636 -27 1900.2568775632176 1901.040750014722 100 TCGA 1 50 100 0.0 0.0005 50 6636 -28 1898.1962184554725 1894.5861221390153 100 TCGA 1 50 100 0.0 0.0005 50 6636 -29 1897.5913457911997 1891.8995680305827 100 TCGA 1 50 100 0.0 0.0005 50 6636 -30 1893.650987814388 1894.9842167379868 100 TCGA 1 50 100 0.0 0.0005 50 6636 -31 1892.4603916240171 1891.7852942691975 100 TCGA 1 50 100 0.0 0.0005 50 6636 -32 1891.612225074057 1891.217502919873 100 TCGA 1 50 100 0.0 0.0005 50 6636 -33 1889.299123361023 1885.634617791104 100 TCGA 1 50 100 0.0 0.0005 50 6636 -34 1888.0377681513744 1895.5858227907113 100 TCGA 1 50 100 0.0 0.0005 50 6636 -35 1886.6312334614415 1890.2605679766018 100 TCGA 1 50 100 0.0 0.0005 50 6636 -36 1884.3202298344586 1883.2803372330402 100 TCGA 1 50 100 0.0 0.0005 50 6636 -37 1883.2457670937133 1879.3238396572708 100 TCGA 1 50 100 0.0 0.0005 50 6636 -38 1880.564511005867 1882.964072069331 100 TCGA 1 50 100 0.0 0.0005 50 6636 -39 1880.4824807368987 1881.7511164219536 100 TCGA 1 50 100 0.0 0.0005 50 6636 -40 1877.9674902872416 1875.663353388034 100 TCGA 1 50 100 0.0 0.0005 50 6636 -41 1878.1418483328348 1878.493948011542 100 TCGA 1 50 100 0.0 0.0005 50 6636 -42 1875.5517781416556 1880.7727412698257 100 TCGA 1 50 100 0.0 0.0005 50 6636 -43 1874.5403712915913 1872.310361622566 100 TCGA 1 50 100 0.0 0.0005 50 6636 -44 1873.1091760822087 1871.240113531525 100 TCGA 1 50 100 0.0 0.0005 50 6636 -45 1871.6438268420286 1870.6183953213333 100 TCGA 1 50 100 0.0 0.0005 50 6636 -46 1870.5281311232725 1870.5887359159076 100 TCGA 1 50 100 0.0 0.0005 50 6636 -47 1870.0936969016623 1867.9725268186637 100 TCGA 1 50 100 0.0 0.0005 50 6636 -48 1868.2427220532425 1871.4081963773947 100 TCGA 1 50 100 0.0 0.0005 50 6636 -49 1866.9508390872656 1865.9041521081972 100 TCGA 1 50 100 0.0 0.0005 50 6636 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index b9fc89a8e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4224.195512439699 4487.830632655465 100 TCGA 1 50 100 1.0 0.0005 50 3924 -1 2703.3461911064906 3448.5224621643374 100 TCGA 1 50 100 1.0 0.0005 50 3924 -2 2264.79971508661 2681.170543881517 100 TCGA 1 50 100 1.0 0.0005 50 3924 -3 2118.8510446242954 2284.902659047189 100 TCGA 1 50 100 1.0 0.0005 50 3924 -4 2053.481847467347 2046.475470001374 100 TCGA 1 50 100 1.0 0.0005 50 3924 -5 2022.508389850748 2015.2522800771435 100 TCGA 1 50 100 1.0 0.0005 50 3924 -6 2005.110271458541 2014.4149470497016 100 TCGA 1 50 100 1.0 0.0005 50 3924 -7 1988.9550724023154 2035.3088599736966 100 TCGA 1 50 100 1.0 0.0005 50 3924 -8 1979.7389381324383 1991.9344782997016 100 TCGA 1 50 100 1.0 0.0005 50 3924 -9 1968.6876940943857 1985.5203556846734 100 TCGA 1 50 100 1.0 0.0005 50 3924 -10 1962.0323089282817 1986.9671992776382 100 TCGA 1 50 100 1.0 0.0005 50 3924 -11 1956.4150620213657 1953.567841036236 100 TCGA 1 50 100 1.0 0.0005 50 3924 -12 1948.1365287296207 1954.6548685811872 100 TCGA 1 50 100 1.0 0.0005 50 3924 -13 1943.56049509833 1965.9297224648633 100 TCGA 1 50 100 1.0 0.0005 50 3924 -14 1937.5564761114435 1960.1963792350423 100 TCGA 1 50 100 1.0 0.0005 50 3924 -15 1935.4462629016562 1927.394431262759 100 TCGA 1 50 100 1.0 0.0005 50 3924 -16 1929.1021520046402 1932.978993478133 100 TCGA 1 50 100 1.0 0.0005 50 3924 -17 1927.4988234024227 1938.6525302292714 100 TCGA 1 50 100 1.0 0.0005 50 3924 -18 1925.0827814530735 1924.752683706619 100 TCGA 1 50 100 1.0 0.0005 50 3924 -19 1921.6496191662409 1915.4810398427685 100 TCGA 1 50 100 1.0 0.0005 50 3924 -20 1917.8684427163632 1913.8168577261306 100 TCGA 1 50 100 1.0 0.0005 50 3924 -21 1915.628956377992 1914.230089043852 100 TCGA 1 50 100 1.0 0.0005 50 3924 -22 1911.4804914227313 1932.364181135168 100 TCGA 1 50 100 1.0 0.0005 50 3924 -23 1907.940483944 1906.7072588283213 100 TCGA 1 50 100 1.0 0.0005 50 3924 -24 1908.0716727276256 1904.8861445901382 100 TCGA 1 50 100 1.0 0.0005 50 3924 -25 1905.123158889738 1901.8725358972597 100 TCGA 1 50 100 1.0 0.0005 50 3924 -26 1902.7720053845558 1904.2345774281564 100 TCGA 1 50 100 1.0 0.0005 50 3924 -27 1900.504554439408 1903.5770441563286 100 TCGA 1 50 100 1.0 0.0005 50 3924 -28 1897.32219881947 1899.9206782202025 100 TCGA 1 50 100 1.0 0.0005 50 3924 -29 1896.6623691167533 1895.621729865146 100 TCGA 1 50 100 1.0 0.0005 50 3924 -30 1893.6848503970343 1895.2926577467415 100 TCGA 1 50 100 1.0 0.0005 50 3924 -31 1891.9120750525178 1892.10279915201 100 TCGA 1 50 100 1.0 0.0005 50 3924 -32 1890.7975499633967 1891.8216755162532 100 TCGA 1 50 100 1.0 0.0005 50 3924 -33 1888.6500180373569 1888.0529104261543 100 TCGA 1 50 100 1.0 0.0005 50 3924 -34 1887.3397798466888 1892.116399870446 100 TCGA 1 50 100 1.0 0.0005 50 3924 -35 1885.1952945825471 1887.2176642489792 100 TCGA 1 50 100 1.0 0.0005 50 3924 -36 1884.0877832156605 1884.3212859954067 100 TCGA 1 50 100 1.0 0.0005 50 3924 -37 1881.8507070540318 1883.439257444449 100 TCGA 1 50 100 1.0 0.0005 50 3924 -38 1881.629892173177 1886.423106131242 100 TCGA 1 50 100 1.0 0.0005 50 3924 -39 1878.4171595760242 1879.813651386817 100 TCGA 1 50 100 1.0 0.0005 50 3924 -40 1877.825804533151 1874.441306262759 100 TCGA 1 50 100 1.0 0.0005 50 3924 -41 1876.5499224112973 1877.341182229507 100 TCGA 1 50 100 1.0 0.0005 50 3924 -42 1874.723833801358 1876.4125062568703 100 TCGA 1 50 100 1.0 0.0005 50 3924 -43 1873.266089286851 1873.230267548681 100 TCGA 1 50 100 1.0 0.0005 50 3924 -44 1872.7395351719465 1870.1824699670226 100 TCGA 1 50 100 1.0 0.0005 50 3924 -45 1871.3006249934597 1870.4300665927292 100 TCGA 1 50 100 1.0 0.0005 50 3924 -46 1870.0304125668627 1871.2938183348383 100 TCGA 1 50 100 1.0 0.0005 50 3924 -47 1868.7045760548053 1875.918990092062 100 TCGA 1 50 100 1.0 0.0005 50 3924 -48 1867.476727245189 1867.0969655405936 100 TCGA 1 50 100 1.0 0.0005 50 3924 -49 1865.8931360186205 1866.2064018824592 100 TCGA 1 50 100 1.0 0.0005 50 3924 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 2291c6faa..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4586.942311633204 4902.20901627277 150 TCGA 1 100 100 0.5 0.0005 50 4822 -1 3181.370736763485 4304.298496878926 150 TCGA 1 100 100 0.5 0.0005 50 4822 -2 2532.7936402389096 3353.6381431081186 150 TCGA 1 100 100 0.5 0.0005 50 4822 -3 2273.553675811117 2627.279191366991 150 TCGA 1 100 100 0.5 0.0005 50 4822 -4 2146.8970981465477 2706.8504779758164 150 TCGA 1 100 100 0.5 0.0005 50 4822 -5 2082.376570195648 2159.9591205539414 150 TCGA 1 100 100 0.5 0.0005 50 4822 -6 2055.0081290870867 2150.3848502767746 150 TCGA 1 100 100 0.5 0.0005 50 4822 -7 2025.601647972382 2034.98913451535 150 TCGA 1 100 100 0.5 0.0005 50 4822 -8 2008.633019034412 2030.5497249430748 150 TCGA 1 100 100 0.5 0.0005 50 4822 -9 1997.1391922577855 2020.094874396396 150 TCGA 1 100 100 0.5 0.0005 50 4822 -10 1990.1977940467948 2045.2939305904522 150 TCGA 1 100 100 0.5 0.0005 50 4822 -11 1983.5758338414714 1986.2832669205402 150 TCGA 1 100 100 0.5 0.0005 50 4822 -12 1974.2904888518833 1976.6093995367462 150 TCGA 1 100 100 0.5 0.0005 50 4822 -13 1968.0566588285872 1990.626441533841 150 TCGA 1 100 100 0.5 0.0005 50 4822 -14 1964.7464902230386 1969.2503944281957 150 TCGA 1 100 100 0.5 0.0005 50 4822 -15 1955.2899378663608 1968.6522413090845 150 TCGA 1 100 100 0.5 0.0005 50 4822 -16 1955.460773463334 1991.369749749725 150 TCGA 1 100 100 0.5 0.0005 50 4822 -17 1950.5427337520448 1967.2465850983433 150 TCGA 1 100 100 0.5 0.0005 50 4822 -18 1945.6737303352206 1952.025255059477 150 TCGA 1 100 100 0.5 0.0005 50 4822 -19 1943.9314446639291 1956.494965673092 150 TCGA 1 100 100 0.5 0.0005 50 4822 -20 1941.6863326404707 1946.9419067996232 150 TCGA 1 100 100 0.5 0.0005 50 4822 -21 1936.888390904812 1941.8829505191975 150 TCGA 1 100 100 0.5 0.0005 50 4822 -22 1933.6592451168606 1941.358118718593 150 TCGA 1 100 100 0.5 0.0005 50 4822 -23 1933.598541944444 1932.3045488673838 150 TCGA 1 100 100 0.5 0.0005 50 4822 -24 1928.7088870757366 1934.3849698934123 150 TCGA 1 100 100 0.5 0.0005 50 4822 -25 1926.7893225006367 1940.83169816367 150 TCGA 1 100 100 0.5 0.0005 50 4822 -26 1925.467159066433 1925.7153645424387 150 TCGA 1 100 100 0.5 0.0005 50 4822 -27 1923.5275659809183 1928.8425139614087 150 TCGA 1 100 100 0.5 0.0005 50 4822 -28 1920.4542151441638 1936.4148581039965 150 TCGA 1 100 100 0.5 0.0005 50 4822 -29 1918.952708919954 1918.4611577172975 150 TCGA 1 100 100 0.5 0.0005 50 4822 -30 1917.396892211655 1922.3442033163867 150 TCGA 1 100 100 0.5 0.0005 50 4822 -31 1916.1482451224197 1921.8900631085114 150 TCGA 1 100 100 0.5 0.0005 50 4822 -32 1913.0757259279906 1917.8002843808888 150 TCGA 1 100 100 0.5 0.0005 50 4822 -33 1910.4688490569451 1916.0927814119425 150 TCGA 1 100 100 0.5 0.0005 50 4822 -34 1909.3201624430349 1911.1343092415202 150 TCGA 1 100 100 0.5 0.0005 50 4822 -35 1908.5336031679037 1912.2055676330874 150 TCGA 1 100 100 0.5 0.0005 50 4822 -36 1906.7551443255604 1907.1559340893923 150 TCGA 1 100 100 0.5 0.0005 50 4822 -37 1906.0189987405734 1903.4957833601602 150 TCGA 1 100 100 0.5 0.0005 50 4822 -38 1904.5729192237075 1922.165427356509 150 TCGA 1 100 100 0.5 0.0005 50 4822 -39 1902.0819452734768 1905.5958307160804 150 TCGA 1 100 100 0.5 0.0005 50 4822 -40 1901.5111324473382 1903.8768187863143 150 TCGA 1 100 100 0.5 0.0005 50 4822 -41 1897.762124065949 1902.684156868326 150 TCGA 1 100 100 0.5 0.0005 50 4822 -42 1898.26721012913 1903.7869143078674 150 TCGA 1 100 100 0.5 0.0005 50 4822 -43 1896.6313826327532 1894.7565181866364 150 TCGA 1 100 100 0.5 0.0005 50 4822 -44 1893.9542388251775 1894.6041842513348 150 TCGA 1 100 100 0.5 0.0005 50 4822 -45 1894.0153419996216 1899.0687544166144 150 TCGA 1 100 100 0.5 0.0005 50 4822 -46 1890.4439327607452 1896.1518781652403 150 TCGA 1 100 100 0.5 0.0005 50 4822 -47 1891.3431935506762 1897.7503508754712 150 TCGA 1 100 100 0.5 0.0005 50 4822 -48 1890.940371561375 1891.5442489547347 150 TCGA 1 100 100 0.5 0.0005 50 4822 -49 1887.7089854377843 1887.9315363438286 150 TCGA 1 100 100 0.5 0.0005 50 4822 -50 1887.664469900641 1887.546723485592 150 TCGA 1 100 100 0.5 0.0005 50 4822 -51 1885.6137043198964 1886.5069788640467 150 TCGA 1 100 100 0.5 0.0005 50 4822 -52 1885.4048890366007 1884.5807847832914 150 TCGA 1 100 100 0.5 0.0005 50 4822 -53 1883.4567427040677 1890.0484060929648 150 TCGA 1 100 100 0.5 0.0005 50 4822 -54 1882.6479521209685 1886.1719976837312 150 TCGA 1 100 100 0.5 0.0005 50 4822 -55 1881.4927374227384 1885.07824829715 150 TCGA 1 100 100 0.5 0.0005 50 4822 -56 1880.3664779961143 1883.2934257468985 150 TCGA 1 100 100 0.5 0.0005 50 4822 -57 1880.4519756533016 1880.9608970143688 150 TCGA 1 100 100 0.5 0.0005 50 4822 -58 1879.0443239498384 1884.9571662021042 150 TCGA 1 100 100 0.5 0.0005 50 4822 -59 1878.4548615895155 1879.6765523172503 150 TCGA 1 100 100 0.5 0.0005 50 4822 -60 1877.115049355157 1880.0416578743327 150 TCGA 1 100 100 0.5 0.0005 50 4822 -61 1876.1031752478957 1878.0118518618483 150 TCGA 1 100 100 0.5 0.0005 50 4822 -62 1874.9807339010526 1877.8854661491048 150 TCGA 1 100 100 0.5 0.0005 50 4822 -63 1873.344185673428 1878.829504578557 150 TCGA 1 100 100 0.5 0.0005 50 4822 -64 1872.9622311128517 1875.3621777098383 150 TCGA 1 100 100 0.5 0.0005 50 4822 -65 1871.6872957001601 1872.9936228996546 150 TCGA 1 100 100 0.5 0.0005 50 4822 -66 1870.8504874664486 1880.2874933750786 150 TCGA 1 100 100 0.5 0.0005 50 4822 -67 1870.7518470237026 1871.9979996417635 150 TCGA 1 100 100 0.5 0.0005 50 4822 -68 1869.2347044631272 1870.4229662717887 150 TCGA 1 100 100 0.5 0.0005 50 4822 -69 1868.8725626813819 1878.588085078714 150 TCGA 1 100 100 0.5 0.0005 50 4822 -70 1868.3634937932309 1867.9384876040358 150 TCGA 1 100 100 0.5 0.0005 50 4822 -71 1866.7735308342606 1867.6332823786904 150 TCGA 1 100 100 0.5 0.0005 50 4822 -72 1866.1452217055214 1867.7424874617227 150 TCGA 1 100 100 0.5 0.0005 50 4822 -73 1865.4442806454665 1868.2474524723225 150 TCGA 1 100 100 0.5 0.0005 50 4822 -74 1864.5297651132284 1866.423306105724 150 TCGA 1 100 100 0.5 0.0005 50 4822 -75 1863.94619357542 1865.782905616952 150 TCGA 1 100 100 0.5 0.0005 50 4822 -76 1862.9377126931106 1865.0213120043577 150 TCGA 1 100 100 0.5 0.0005 50 4822 -77 1862.9368638282297 1864.9552498822236 150 TCGA 1 100 100 0.5 0.0005 50 4822 -78 1861.8873059383154 1862.6179137876884 150 TCGA 1 100 100 0.5 0.0005 50 4822 -79 1860.7632662592914 1862.9842388210584 150 TCGA 1 100 100 0.5 0.0005 50 4822 -80 1860.5684189726724 1862.1483025478958 150 TCGA 1 100 100 0.5 0.0005 50 4822 -81 1860.196971015747 1861.5807761954302 150 TCGA 1 100 100 0.5 0.0005 50 4822 -82 1858.6906535670964 1860.0757737662923 150 TCGA 1 100 100 0.5 0.0005 50 4822 -83 1858.0186004553514 1859.375564958582 150 TCGA 1 100 100 0.5 0.0005 50 4822 -84 1857.710981087781 1859.3852888711133 150 TCGA 1 100 100 0.5 0.0005 50 4822 -85 1857.0416611438218 1858.3196463273398 150 TCGA 1 100 100 0.5 0.0005 50 4822 -86 1856.2219333250564 1860.7431947334328 150 TCGA 1 100 100 0.5 0.0005 50 4822 -87 1856.2470412494376 1856.858184354389 150 TCGA 1 100 100 0.5 0.0005 50 4822 -88 1855.3267572102557 1860.697618340727 150 TCGA 1 100 100 0.5 0.0005 50 4822 -89 1854.3744085196713 1856.0847947010443 150 TCGA 1 100 100 0.5 0.0005 50 4822 -90 1854.1073776604487 1854.6955811773712 150 TCGA 1 100 100 0.5 0.0005 50 4822 -91 1853.7937594342543 1855.3933037992697 150 TCGA 1 100 100 0.5 0.0005 50 4822 -92 1852.7141424758797 1855.3657214294126 150 TCGA 1 100 100 0.5 0.0005 50 4822 -93 1852.5520623001967 1854.1849972518844 150 TCGA 1 100 100 0.5 0.0005 50 4822 -94 1851.7737589241178 1851.995550261071 150 TCGA 1 100 100 0.5 0.0005 50 4822 -95 1851.2412077355218 1853.271705205716 150 TCGA 1 100 100 0.5 0.0005 50 4822 -96 1850.7571324951907 1852.1713450062814 150 TCGA 1 100 100 0.5 0.0005 50 4822 -97 1850.0361190371807 1851.8566281112594 150 TCGA 1 100 100 0.5 0.0005 50 4822 -98 1849.7616213008566 1850.7567249087233 150 TCGA 1 100 100 0.5 0.0005 50 4822 -99 1849.195550781686 1849.5311297699434 150 TCGA 1 100 100 0.5 0.0005 50 4822 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index 70d36855a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4590.912747427081 4958.180548739792 150 TCGA 1 100 100 0.0 0.0005 50 8602 -1 3183.565552425459 4285.596267470163 150 TCGA 1 100 100 0.0 0.0005 50 8602 -2 2552.9861246426863 3471.7807445430276 150 TCGA 1 100 100 0.0 0.0005 50 8602 -3 2280.120365688266 2895.1356329989794 150 TCGA 1 100 100 0.0 0.0005 50 8602 -4 2155.547435550581 2303.7339799583856 150 TCGA 1 100 100 0.0 0.0005 50 8602 -5 2090.387534069049 2160.375985150361 150 TCGA 1 100 100 0.0 0.0005 50 8602 -6 2051.3923912929736 2398.99443261228 150 TCGA 1 100 100 0.0 0.0005 50 8602 -7 2027.2075711989166 2160.829416859689 150 TCGA 1 100 100 0.0 0.0005 50 8602 -8 2009.0085843130205 2045.8607515114636 150 TCGA 1 100 100 0.0 0.0005 50 8602 -9 1999.7746533252177 1998.562685252434 150 TCGA 1 100 100 0.0 0.0005 50 8602 -10 1989.7058899286856 2018.1622565954774 150 TCGA 1 100 100 0.0 0.0005 50 8602 -11 1984.5974005958785 1985.4702215913553 150 TCGA 1 100 100 0.0 0.0005 50 8602 -12 1974.9723567355888 1976.955694610749 150 TCGA 1 100 100 0.0 0.0005 50 8602 -13 1967.6113016780218 1976.6539104212468 150 TCGA 1 100 100 0.0 0.0005 50 8602 -14 1962.3089441554278 1956.0290962870995 150 TCGA 1 100 100 0.0 0.0005 50 8602 -15 1959.3670719290221 1978.67111742796 150 TCGA 1 100 100 0.0 0.0005 50 8602 -16 1953.6448438175821 1963.3083508362124 150 TCGA 1 100 100 0.0 0.0005 50 8602 -17 1951.6834888204903 1952.3072957561244 150 TCGA 1 100 100 0.0 0.0005 50 8602 -18 1944.6531313004032 1961.405546408802 150 TCGA 1 100 100 0.0 0.0005 50 8602 -19 1942.708089129123 1944.925465952811 150 TCGA 1 100 100 0.0 0.0005 50 8602 -20 1938.7948072169265 1948.2801673160725 150 TCGA 1 100 100 0.0 0.0005 50 8602 -21 1936.5612722661483 1934.1193915132303 150 TCGA 1 100 100 0.0 0.0005 50 8602 -22 1934.2287507592096 1947.9383600129554 150 TCGA 1 100 100 0.0 0.0005 50 8602 -23 1932.1284458327739 1942.0888193408448 150 TCGA 1 100 100 0.0 0.0005 50 8602 -24 1928.293658796758 1930.134647848618 150 TCGA 1 100 100 0.0 0.0005 50 8602 -25 1926.784083832533 1955.9793511012092 150 TCGA 1 100 100 0.0 0.0005 50 8602 -26 1926.4092979426894 1922.675565940052 150 TCGA 1 100 100 0.0 0.0005 50 8602 -27 1923.4330595918952 1930.3491848892902 150 TCGA 1 100 100 0.0 0.0005 50 8602 -28 1919.4238133959 1920.238789160647 150 TCGA 1 100 100 0.0 0.0005 50 8602 -29 1917.8344858456755 1915.0463284439777 150 TCGA 1 100 100 0.0 0.0005 50 8602 -30 1917.6412234156776 1922.8040630398084 150 TCGA 1 100 100 0.0 0.0005 50 8602 -31 1914.2579475826071 1914.106885133676 150 TCGA 1 100 100 0.0 0.0005 50 8602 -32 1913.4480227225458 1925.5774416516174 150 TCGA 1 100 100 0.0 0.0005 50 8602 -33 1911.263088787942 1911.1229499548524 150 TCGA 1 100 100 0.0 0.0005 50 8602 -34 1909.4637553090163 1908.6245718337782 150 TCGA 1 100 100 0.0 0.0005 50 8602 -35 1908.7533416799142 1905.3081238713096 150 TCGA 1 100 100 0.0 0.0005 50 8602 -36 1906.0989991460665 1917.5609646131045 150 TCGA 1 100 100 0.0 0.0005 50 8602 -37 1904.265721726995 1908.701291491638 150 TCGA 1 100 100 0.0 0.0005 50 8602 -38 1903.7636224010291 1901.5807669941505 150 TCGA 1 100 100 0.0 0.0005 50 8602 -39 1902.2131342478583 1907.623725929452 150 TCGA 1 100 100 0.0 0.0005 50 8602 -40 1899.1829943805417 1907.5869042478016 150 TCGA 1 100 100 0.0 0.0005 50 8602 -41 1898.737779915579 1898.6056674976444 150 TCGA 1 100 100 0.0 0.0005 50 8602 -42 1897.1948346694621 1902.7896139633715 150 TCGA 1 100 100 0.0 0.0005 50 8602 -43 1896.0434840096202 1900.010476577222 150 TCGA 1 100 100 0.0 0.0005 50 8602 -44 1894.4312067910062 1897.196828870917 150 TCGA 1 100 100 0.0 0.0005 50 8602 -45 1893.0026248182912 1892.3234851012876 150 TCGA 1 100 100 0.0 0.0005 50 8602 -46 1892.0084510562222 1899.4896939531643 150 TCGA 1 100 100 0.0 0.0005 50 8602 -47 1891.5325599497537 1892.0460922777952 150 TCGA 1 100 100 0.0 0.0005 50 8602 -48 1890.0827444600054 1887.8999544843357 150 TCGA 1 100 100 0.0 0.0005 50 8602 -49 1887.8534829375706 1887.1085751020728 150 TCGA 1 100 100 0.0 0.0005 50 8602 -50 1887.576106990657 1887.4165266027403 150 TCGA 1 100 100 0.0 0.0005 50 8602 -51 1885.719532767874 1886.25818668538 150 TCGA 1 100 100 0.0 0.0005 50 8602 -52 1884.2083803592668 1891.820333969653 150 TCGA 1 100 100 0.0 0.0005 50 8602 -53 1883.6145506504458 1892.6882643196452 150 TCGA 1 100 100 0.0 0.0005 50 8602 -54 1883.2268291362257 1882.6975711074906 150 TCGA 1 100 100 0.0 0.0005 50 8602 -55 1882.0866878802042 1884.4214860925722 150 TCGA 1 100 100 0.0 0.0005 50 8602 -56 1881.4241163302963 1881.0499930070273 150 TCGA 1 100 100 0.0 0.0005 50 8602 -57 1880.509408788365 1877.9755656946843 150 TCGA 1 100 100 0.0 0.0005 50 8602 -58 1878.1620404711525 1877.021680055551 150 TCGA 1 100 100 0.0 0.0005 50 8602 -59 1876.8824369965128 1883.1094228466552 150 TCGA 1 100 100 0.0 0.0005 50 8602 -60 1877.0133339641004 1875.0139239900675 150 TCGA 1 100 100 0.0 0.0005 50 8602 -61 1875.6364735465907 1874.2381916908762 150 TCGA 1 100 100 0.0 0.0005 50 8602 -62 1873.9417574729541 1876.1686220408685 150 TCGA 1 100 100 0.0 0.0005 50 8602 -63 1873.9978752353386 1874.2636620603016 150 TCGA 1 100 100 0.0 0.0005 50 8602 -64 1873.3540199161414 1875.1514217817603 150 TCGA 1 100 100 0.0 0.0005 50 8602 -65 1873.221928106513 1870.61921362182 150 TCGA 1 100 100 0.0 0.0005 50 8602 -66 1871.7541651878523 1875.1485749057788 150 TCGA 1 100 100 0.0 0.0005 50 8602 -67 1870.3042850726442 1871.6780263622802 150 TCGA 1 100 100 0.0 0.0005 50 8602 -68 1869.8434288620165 1869.6408482843908 150 TCGA 1 100 100 0.0 0.0005 50 8602 -69 1869.4464616286914 1868.4279864900675 150 TCGA 1 100 100 0.0 0.0005 50 8602 -70 1868.5942204591752 1871.621206005614 150 TCGA 1 100 100 0.0 0.0005 50 8602 -71 1867.0180206383986 1865.521518113026 150 TCGA 1 100 100 0.0 0.0005 50 8602 -72 1866.3450055024975 1868.3327060105214 150 TCGA 1 100 100 0.0 0.0005 50 8602 -73 1865.3310129800298 1868.5650530484454 150 TCGA 1 100 100 0.0 0.0005 50 8602 -74 1864.9227928232303 1865.2918553951397 150 TCGA 1 100 100 0.0 0.0005 50 8602 -75 1863.8954930152727 1863.9716594446843 150 TCGA 1 100 100 0.0 0.0005 50 8602 -76 1863.0488616572065 1865.138212424427 150 TCGA 1 100 100 0.0 0.0005 50 8602 -77 1861.7231678716278 1862.2478548749607 150 TCGA 1 100 100 0.0 0.0005 50 8602 -78 1861.7552548006238 1862.3262749293342 150 TCGA 1 100 100 0.0 0.0005 50 8602 -79 1861.1964932669619 1860.4947528168184 150 TCGA 1 100 100 0.0 0.0005 50 8602 -80 1860.1469691136358 1860.134755196883 150 TCGA 1 100 100 0.0 0.0005 50 8602 -81 1860.1757907605568 1860.8136096743483 150 TCGA 1 100 100 0.0 0.0005 50 8602 -82 1859.1964399233661 1860.0041970104428 150 TCGA 1 100 100 0.0 0.0005 50 8602 -83 1858.4332945762249 1858.494655283252 150 TCGA 1 100 100 0.0 0.0005 50 8602 -84 1857.662991349699 1858.187109865735 150 TCGA 1 100 100 0.0 0.0005 50 8602 -85 1857.4482711960607 1855.89733764035 150 TCGA 1 100 100 0.0 0.0005 50 8602 -86 1856.4604151551512 1857.928176649851 150 TCGA 1 100 100 0.0 0.0005 50 8602 -87 1855.961062527033 1854.8351633656564 150 TCGA 1 100 100 0.0 0.0005 50 8602 -88 1855.0921866715732 1857.2294026283762 150 TCGA 1 100 100 0.0 0.0005 50 8602 -89 1854.793144341039 1857.053858771396 150 TCGA 1 100 100 0.0 0.0005 50 8602 -90 1854.2807147927363 1855.680036535215 150 TCGA 1 100 100 0.0 0.0005 50 8602 -91 1852.9541255977754 1852.8340426497723 150 TCGA 1 100 100 0.0 0.0005 50 8602 -92 1853.4611914645668 1851.392737000432 150 TCGA 1 100 100 0.0 0.0005 50 8602 -93 1852.2631658670532 1853.3399885168028 150 TCGA 1 100 100 0.0 0.0005 50 8602 -94 1851.013155784228 1850.7191143706816 150 TCGA 1 100 100 0.0 0.0005 50 8602 -95 1851.4442141669472 1851.0936671884815 150 TCGA 1 100 100 0.0 0.0005 50 8602 -96 1850.9925306430684 1850.0886328615734 150 TCGA 1 100 100 0.0 0.0005 50 8602 -97 1850.754318201538 1851.2424132380654 150 TCGA 1 100 100 0.0 0.0005 50 8602 -98 1850.1910119297809 1849.749436881674 150 TCGA 1 100 100 0.0 0.0005 50 8602 -99 1849.2241616703088 1850.8401197883952 150 TCGA 1 100 100 0.0 0.0005 50 8602 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index 788827d13..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4587.066744079147 4974.531257361024 150 TCGA 1 100 100 1.0 0.0005 50 7545 -1 3175.4493746795297 4181.973684339667 150 TCGA 1 100 100 1.0 0.0005 50 7545 -2 2539.2479444934474 3348.725011777638 150 TCGA 1 100 100 1.0 0.0005 50 7545 -3 2278.524764917567 2574.5027787865106 150 TCGA 1 100 100 1.0 0.0005 50 7545 -4 2143.323609284091 2440.5546261581344 150 TCGA 1 100 100 1.0 0.0005 50 7545 -5 2084.372341295241 2335.208696068232 150 TCGA 1 100 100 1.0 0.0005 50 7545 -6 2049.582764789161 2114.8754195783604 150 TCGA 1 100 100 1.0 0.0005 50 7545 -7 2028.9664384986902 2085.564594211291 150 TCGA 1 100 100 1.0 0.0005 50 7545 -8 2009.7026981558568 2017.510380270493 150 TCGA 1 100 100 1.0 0.0005 50 7545 -9 1998.1493607870316 2019.5137209484924 150 TCGA 1 100 100 1.0 0.0005 50 7545 -10 1988.4842119852417 1987.6618701417242 150 TCGA 1 100 100 1.0 0.0005 50 7545 -11 1981.4489641586629 1995.1299840265783 150 TCGA 1 100 100 1.0 0.0005 50 7545 -12 1972.8057481995888 1975.072848372723 150 TCGA 1 100 100 1.0 0.0005 50 7545 -13 1968.3405898654416 1968.141378891528 150 TCGA 1 100 100 1.0 0.0005 50 7545 -14 1962.4088319799093 1975.729611804138 150 TCGA 1 100 100 1.0 0.0005 50 7545 -15 1956.916266401214 1953.4274540426743 150 TCGA 1 100 100 1.0 0.0005 50 7545 -16 1953.266154389201 1970.6523891429806 150 TCGA 1 100 100 1.0 0.0005 50 7545 -17 1952.5570282278775 1952.4250966747802 150 TCGA 1 100 100 1.0 0.0005 50 7545 -18 1948.7418126777848 1965.8609386041535 150 TCGA 1 100 100 1.0 0.0005 50 7545 -19 1943.686348187097 1979.2254331962547 150 TCGA 1 100 100 1.0 0.0005 50 7545 -20 1938.9581142816842 1936.7947452104272 150 TCGA 1 100 100 1.0 0.0005 50 7545 -21 1935.3893779589005 1939.7149192004947 150 TCGA 1 100 100 1.0 0.0005 50 7545 -22 1933.6564011606258 1938.2986416457286 150 TCGA 1 100 100 1.0 0.0005 50 7545 -23 1932.8065940123715 1929.3270981371702 150 TCGA 1 100 100 1.0 0.0005 50 7545 -24 1930.248378627201 1927.3736731754475 150 TCGA 1 100 100 1.0 0.0005 50 7545 -25 1925.6969492422947 1925.9817569291772 150 TCGA 1 100 100 1.0 0.0005 50 7545 -26 1925.1264325105822 1925.3783793233747 150 TCGA 1 100 100 1.0 0.0005 50 7545 -27 1920.775738714103 1931.0300023064542 150 TCGA 1 100 100 1.0 0.0005 50 7545 -28 1919.5150768758197 1920.8411527854114 150 TCGA 1 100 100 1.0 0.0005 50 7545 -29 1918.6706557002954 1921.9856944635285 150 TCGA 1 100 100 1.0 0.0005 50 7545 -30 1916.7491159542342 1919.249736229978 150 TCGA 1 100 100 1.0 0.0005 50 7545 -31 1914.5830587716437 1937.8757729075062 150 TCGA 1 100 100 1.0 0.0005 50 7545 -32 1911.681338726137 1914.4429894835505 150 TCGA 1 100 100 1.0 0.0005 50 7545 -33 1911.750762397842 1915.06786189247 150 TCGA 1 100 100 1.0 0.0005 50 7545 -34 1908.8803766256785 1919.2452484590924 150 TCGA 1 100 100 1.0 0.0005 50 7545 -35 1907.6457137201417 1905.2296375677215 150 TCGA 1 100 100 1.0 0.0005 50 7545 -36 1905.0369039033724 1906.9746216433732 150 TCGA 1 100 100 1.0 0.0005 50 7545 -37 1904.3230970765694 1902.4985265683888 150 TCGA 1 100 100 1.0 0.0005 50 7545 -38 1902.7763613558118 1908.8917610513506 150 TCGA 1 100 100 1.0 0.0005 50 7545 -39 1901.1923387069523 1913.0999737456816 150 TCGA 1 100 100 1.0 0.0005 50 7545 -40 1898.6719426639327 1903.6835041908762 150 TCGA 1 100 100 1.0 0.0005 50 7545 -41 1898.698242936899 1897.433916408213 150 TCGA 1 100 100 1.0 0.0005 50 7545 -42 1897.5115863924807 1900.8572071784704 150 TCGA 1 100 100 1.0 0.0005 50 7545 -43 1895.275253689333 1896.918572967376 150 TCGA 1 100 100 1.0 0.0005 50 7545 -44 1894.156599056509 1897.735211089628 150 TCGA 1 100 100 1.0 0.0005 50 7545 -45 1893.0739104744312 1895.086313525636 150 TCGA 1 100 100 1.0 0.0005 50 7545 -46 1892.0738027244556 1889.534156377591 150 TCGA 1 100 100 1.0 0.0005 50 7545 -47 1891.4653912201593 1891.631418812814 150 TCGA 1 100 100 1.0 0.0005 50 7545 -48 1889.3087506469358 1892.2906684300408 150 TCGA 1 100 100 1.0 0.0005 50 7545 -49 1887.857996991176 1889.3784596812186 150 TCGA 1 100 100 1.0 0.0005 50 7545 -50 1886.5667975181207 1887.4864962017116 150 TCGA 1 100 100 1.0 0.0005 50 7545 -51 1884.9749221605891 1885.602836570548 150 TCGA 1 100 100 1.0 0.0005 50 7545 -52 1884.679049107283 1892.12093855508 150 TCGA 1 100 100 1.0 0.0005 50 7545 -53 1883.6642079651922 1887.564010850149 150 TCGA 1 100 100 1.0 0.0005 50 7545 -54 1882.4677300813514 1884.9216676644944 150 TCGA 1 100 100 1.0 0.0005 50 7545 -55 1881.7722316077277 1881.9035172198885 150 TCGA 1 100 100 1.0 0.0005 50 7545 -56 1880.7744662615587 1882.0882286186793 150 TCGA 1 100 100 1.0 0.0005 50 7545 -57 1879.291393076925 1883.25033308633 150 TCGA 1 100 100 1.0 0.0005 50 7545 -58 1878.7036957424098 1884.5548752061086 150 TCGA 1 100 100 1.0 0.0005 50 7545 -59 1877.4932880812503 1877.0071481675957 150 TCGA 1 100 100 1.0 0.0005 50 7545 -60 1877.0124358023793 1877.5191239400126 150 TCGA 1 100 100 1.0 0.0005 50 7545 -61 1875.0593320853156 1878.2721309182632 150 TCGA 1 100 100 1.0 0.0005 50 7545 -62 1875.0736221056297 1884.6505537943624 150 TCGA 1 100 100 1.0 0.0005 50 7545 -63 1873.8433493439513 1876.3661692250314 150 TCGA 1 100 100 1.0 0.0005 50 7545 -64 1873.3351463388553 1873.7343381948806 150 TCGA 1 100 100 1.0 0.0005 50 7545 -65 1872.3454333685488 1879.971614051704 150 TCGA 1 100 100 1.0 0.0005 50 7545 -66 1871.040224055092 1873.256780729821 150 TCGA 1 100 100 1.0 0.0005 50 7545 -67 1869.9733899390408 1871.9183453890546 150 TCGA 1 100 100 1.0 0.0005 50 7545 -68 1869.8344313575428 1871.6681135168028 150 TCGA 1 100 100 1.0 0.0005 50 7545 -69 1868.0268613413143 1870.514778482255 150 TCGA 1 100 100 1.0 0.0005 50 7545 -70 1867.6509629752118 1867.8623218632224 150 TCGA 1 100 100 1.0 0.0005 50 7545 -71 1866.9213274344627 1870.8370312254633 150 TCGA 1 100 100 1.0 0.0005 50 7545 -72 1867.2347967754797 1866.9629820243797 150 TCGA 1 100 100 1.0 0.0005 50 7545 -73 1865.316760974692 1865.4316418518374 150 TCGA 1 100 100 1.0 0.0005 50 7545 -74 1864.0257980392666 1871.0821159017744 150 TCGA 1 100 100 1.0 0.0005 50 7545 -75 1863.6261852769824 1865.890414597401 150 TCGA 1 100 100 1.0 0.0005 50 7545 -76 1863.5208579590444 1863.158338690523 150 TCGA 1 100 100 1.0 0.0005 50 7545 -77 1862.9981608109251 1861.9051679294912 150 TCGA 1 100 100 1.0 0.0005 50 7545 -78 1861.4310565977867 1862.5052649723225 150 TCGA 1 100 100 1.0 0.0005 50 7545 -79 1860.8473210505629 1863.416165299152 150 TCGA 1 100 100 1.0 0.0005 50 7545 -80 1860.5644283130746 1861.4495401813756 150 TCGA 1 100 100 1.0 0.0005 50 7545 -81 1860.0632121880974 1862.4165756762327 150 TCGA 1 100 100 1.0 0.0005 50 7545 -82 1859.1304889401763 1861.779200568271 150 TCGA 1 100 100 1.0 0.0005 50 7545 -83 1858.0885174769696 1859.9395893039416 150 TCGA 1 100 100 1.0 0.0005 50 7545 -84 1857.8518525719815 1859.8565655425566 150 TCGA 1 100 100 1.0 0.0005 50 7545 -85 1856.8563317172109 1858.867123091041 150 TCGA 1 100 100 1.0 0.0005 50 7545 -86 1856.1832813322976 1855.8655883175643 150 TCGA 1 100 100 1.0 0.0005 50 7545 -87 1855.5586881606703 1858.8090863251805 150 TCGA 1 100 100 1.0 0.0005 50 7545 -88 1855.4396533235827 1857.1069875745918 150 TCGA 1 100 100 1.0 0.0005 50 7545 -89 1854.8674329350417 1858.6096007380654 150 TCGA 1 100 100 1.0 0.0005 50 7545 -90 1853.695672306981 1854.8665023113615 150 TCGA 1 100 100 1.0 0.0005 50 7545 -91 1853.694204738143 1857.7673186489087 150 TCGA 1 100 100 1.0 0.0005 50 7545 -92 1852.5804404935636 1854.6647722253847 150 TCGA 1 100 100 1.0 0.0005 50 7545 -93 1852.3201976239195 1854.303055192957 150 TCGA 1 100 100 1.0 0.0005 50 7545 -94 1852.1414088034073 1855.6630515860552 150 TCGA 1 100 100 1.0 0.0005 50 7545 -95 1851.138109866497 1853.8618231538553 150 TCGA 1 100 100 1.0 0.0005 50 7545 -96 1850.5250767630012 1854.609460265193 150 TCGA 1 100 100 1.0 0.0005 50 7545 -97 1850.1829328889332 1851.8559956766253 150 TCGA 1 100 100 1.0 0.0005 50 7545 -98 1849.2771567544683 1851.01438834799 150 TCGA 1 100 100 1.0 0.0005 50 7545 -99 1849.2662523697365 1851.1527817309202 150 TCGA 1 100 100 1.0 0.0005 50 7545 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 4104b31c4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4596.94667659725 4886.080944272142 150 TCGA 1 50 100 0.5 0.0005 50 9921 -1 3173.167902557615 4351.443793675408 150 TCGA 1 50 100 0.5 0.0005 50 9921 -2 2541.858715855739 3331.3695798327576 150 TCGA 1 50 100 0.5 0.0005 50 9921 -3 2269.5224440964566 2690.809289366756 150 TCGA 1 50 100 0.5 0.0005 50 9921 -4 2152.43254712549 2435.490808534862 150 TCGA 1 50 100 0.5 0.0005 50 9921 -5 2083.31381480041 2201.298660048288 150 TCGA 1 50 100 0.5 0.0005 50 9921 -6 2048.591009542604 2305.6205330853486 150 TCGA 1 50 100 0.5 0.0005 50 9921 -7 2022.9428731239404 2029.1628994582286 150 TCGA 1 50 100 0.5 0.0005 50 9921 -8 2010.4357554668534 2066.425036559752 150 TCGA 1 50 100 0.5 0.0005 50 9921 -9 2000.6360042864542 2011.779550216905 150 TCGA 1 50 100 0.5 0.0005 50 9921 -10 1987.5952134675806 2008.3198536628454 150 TCGA 1 50 100 0.5 0.0005 50 9921 -11 1982.6913182841627 1988.2122195449906 150 TCGA 1 50 100 0.5 0.0005 50 9921 -12 1976.0983432991616 1998.6451955824043 150 TCGA 1 50 100 0.5 0.0005 50 9921 -13 1967.9908604230689 1973.3761857382617 150 TCGA 1 50 100 0.5 0.0005 50 9921 -14 1962.4440598997212 1957.5711099442526 150 TCGA 1 50 100 0.5 0.0005 50 9921 -15 1958.9094735473539 1953.3377225482884 150 TCGA 1 50 100 0.5 0.0005 50 9921 -16 1952.511897570268 1960.8244009353407 150 TCGA 1 50 100 0.5 0.0005 50 9921 -17 1950.0006033344612 1943.7652765782036 150 TCGA 1 50 100 0.5 0.0005 50 9921 -18 1945.2057974255767 1953.0128830186086 150 TCGA 1 50 100 0.5 0.0005 50 9921 -19 1942.2344779946973 1958.6287553490106 150 TCGA 1 50 100 0.5 0.0005 50 9921 -20 1941.3704084857711 1942.0772146867148 150 TCGA 1 50 100 0.5 0.0005 50 9921 -21 1937.9406708441538 1934.8218135354507 150 TCGA 1 50 100 0.5 0.0005 50 9921 -22 1934.3336397603841 1972.212067417164 150 TCGA 1 50 100 0.5 0.0005 50 9921 -23 1933.096169142282 1946.7006713253768 150 TCGA 1 50 100 0.5 0.0005 50 9921 -24 1927.8810709371992 1956.288025209053 150 TCGA 1 50 100 0.5 0.0005 50 9921 -25 1928.103261565055 1929.9119235091473 150 TCGA 1 50 100 0.5 0.0005 50 9921 -26 1923.8524722978464 1925.922628891528 150 TCGA 1 50 100 0.5 0.0005 50 9921 -27 1921.8299913718267 1927.3803950170775 150 TCGA 1 50 100 0.5 0.0005 50 9921 -28 1921.049825112034 1921.371812063246 150 TCGA 1 50 100 0.5 0.0005 50 9921 -29 1919.169757034433 1920.0144748400205 150 TCGA 1 50 100 0.5 0.0005 50 9921 -30 1916.2142242285167 1914.6854910539023 150 TCGA 1 50 100 0.5 0.0005 50 9921 -31 1914.360127941787 1920.3663397554178 150 TCGA 1 50 100 0.5 0.0005 50 9921 -32 1911.9038372480493 1913.6146062342964 150 TCGA 1 50 100 0.5 0.0005 50 9921 -33 1911.6175960996798 1915.4349911176978 150 TCGA 1 50 100 0.5 0.0005 50 9921 -34 1909.5522147688646 1907.9162892097204 150 TCGA 1 50 100 0.5 0.0005 50 9921 -35 1907.6662203472285 1915.0449899644707 150 TCGA 1 50 100 0.5 0.0005 50 9921 -36 1905.7019951104294 1906.9952478456737 150 TCGA 1 50 100 0.5 0.0005 50 9921 -37 1905.0558601870762 1903.9642652962077 150 TCGA 1 50 100 0.5 0.0005 50 9921 -38 1901.338331721353 1901.172024674152 150 TCGA 1 50 100 0.5 0.0005 50 9921 -39 1902.2342557229026 1902.6965638740578 150 TCGA 1 50 100 0.5 0.0005 50 9921 -40 1900.0762987823434 1927.4931671295933 150 TCGA 1 50 100 0.5 0.0005 50 9921 -41 1898.9875883146487 1899.0661547483512 150 TCGA 1 50 100 0.5 0.0005 50 9921 -42 1896.8295424680969 1897.2141223696608 150 TCGA 1 50 100 0.5 0.0005 50 9921 -43 1895.3415825059603 1890.6170402795226 150 TCGA 1 50 100 0.5 0.0005 50 9921 -44 1894.2435167297506 1899.553069301586 150 TCGA 1 50 100 0.5 0.0005 50 9921 -45 1892.4029432557127 1895.0195870710977 150 TCGA 1 50 100 0.5 0.0005 50 9921 -46 1891.5883154253274 1895.0404709092336 150 TCGA 1 50 100 0.5 0.0005 50 9921 -47 1890.8989946033448 1890.8290432877277 150 TCGA 1 50 100 0.5 0.0005 50 9921 -48 1889.2524291978561 1883.9308180305827 150 TCGA 1 50 100 0.5 0.0005 50 9921 -49 1888.7868103102285 1890.7018159645886 150 TCGA 1 50 100 0.5 0.0005 50 9921 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index 6f40a4f86..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4581.376650558491 5020.626052626413 150 TCGA 1 50 100 0.0 0.0005 50 841 -1 3165.9550480400294 4508.519496898555 150 TCGA 1 50 100 0.0 0.0005 50 841 -2 2553.1000455798203 3140.435701456501 150 TCGA 1 50 100 0.0 0.0005 50 841 -3 2284.3888363885567 2405.520565473854 150 TCGA 1 50 100 0.0 0.0005 50 841 -4 2148.125991686738 2487.526622369661 150 TCGA 1 50 100 0.0 0.0005 50 841 -5 2084.4670875328757 2163.324670226131 150 TCGA 1 50 100 0.0 0.0005 50 841 -6 2047.3761215916782 2111.549986259422 150 TCGA 1 50 100 0.0 0.0005 50 841 -7 2026.4339631220394 2105.05974820391 150 TCGA 1 50 100 0.0 0.0005 50 841 -8 2013.7289145642433 2012.8389549063677 150 TCGA 1 50 100 0.0 0.0005 50 841 -9 1997.5219961328824 2020.1712444056218 150 TCGA 1 50 100 0.0 0.0005 50 841 -10 1991.014816371042 2021.4184827948336 150 TCGA 1 50 100 0.0 0.0005 50 841 -11 1983.675723055748 2004.8508435733354 150 TCGA 1 50 100 0.0 0.0005 50 841 -12 1974.2269362730565 1982.539241004829 150 TCGA 1 50 100 0.0 0.0005 50 841 -13 1970.2289057894602 2012.8444676998272 150 TCGA 1 50 100 0.0 0.0005 50 841 -14 1963.1936397729196 1974.4626059987438 150 TCGA 1 50 100 0.0 0.0005 50 841 -15 1962.8872001640284 1955.514479133951 150 TCGA 1 50 100 0.0 0.0005 50 841 -16 1955.496521479797 1959.3950360935537 150 TCGA 1 50 100 0.0 0.0005 50 841 -17 1950.9721074581732 1962.0946934378926 150 TCGA 1 50 100 0.0 0.0005 50 841 -18 1948.5992686436343 1949.8361153914102 150 TCGA 1 50 100 0.0 0.0005 50 841 -19 1945.6697844351918 1949.4379680384343 150 TCGA 1 50 100 0.0 0.0005 50 841 -20 1941.294234376199 1936.6760579018137 150 TCGA 1 50 100 0.0 0.0005 50 841 -21 1938.7102408585292 1945.085908669323 150 TCGA 1 50 100 0.0 0.0005 50 841 -22 1934.7584030401736 1934.5539237937735 150 TCGA 1 50 100 0.0 0.0005 50 841 -23 1933.035173145545 1937.334403339942 150 TCGA 1 50 100 0.0 0.0005 50 841 -24 1928.7330220347337 1954.5286540122488 150 TCGA 1 50 100 0.0 0.0005 50 841 -25 1926.6777514067994 1935.6079481882066 150 TCGA 1 50 100 0.0 0.0005 50 841 -26 1925.4813486263813 1922.497086261385 150 TCGA 1 50 100 0.0 0.0005 50 841 -27 1922.0454954787522 1925.55149772299 150 TCGA 1 50 100 0.0 0.0005 50 841 -28 1920.3123508423137 1922.6687306159704 150 TCGA 1 50 100 0.0 0.0005 50 841 -29 1918.4416485511906 1942.1262016871467 150 TCGA 1 50 100 0.0 0.0005 50 841 -30 1918.354726408805 1911.5977396749372 150 TCGA 1 50 100 0.0 0.0005 50 841 -31 1914.9543263550008 1921.219003341905 150 TCGA 1 50 100 0.0 0.0005 50 841 -32 1912.6347908865648 1927.6019906662218 150 TCGA 1 50 100 0.0 0.0005 50 841 -33 1911.0678765848022 1912.6854401401538 150 TCGA 1 50 100 0.0 0.0005 50 841 -34 1910.1212519277271 1909.3486266783134 150 TCGA 1 50 100 0.0 0.0005 50 841 -35 1908.0987964949047 1902.4536599010678 150 TCGA 1 50 100 0.0 0.0005 50 841 -36 1905.089419985206 1905.7696882851758 150 TCGA 1 50 100 0.0 0.0005 50 841 -37 1904.438675875429 1902.3135563069252 150 TCGA 1 50 100 0.0 0.0005 50 841 -38 1903.147260289278 1904.83675886758 150 TCGA 1 50 100 0.0 0.0005 50 841 -39 1901.4995741368884 1903.030163022142 150 TCGA 1 50 100 0.0 0.0005 50 841 -40 1899.94316096135 1905.8665538385285 150 TCGA 1 50 100 0.0 0.0005 50 841 -41 1898.2064864776778 1899.3268497026147 150 TCGA 1 50 100 0.0 0.0005 50 841 -42 1898.87312019349 1902.1338117589903 150 TCGA 1 50 100 0.0 0.0005 50 841 -43 1896.4152070232929 1899.492226758794 150 TCGA 1 50 100 0.0 0.0005 50 841 -44 1894.8304086781623 1899.5737507115657 150 TCGA 1 50 100 0.0 0.0005 50 841 -45 1893.3771773452324 1902.5583716924466 150 TCGA 1 50 100 0.0 0.0005 50 841 -46 1891.767369819281 1893.2044567319017 150 TCGA 1 50 100 0.0 0.0005 50 841 -47 1891.3049196774891 1891.6754984639997 150 TCGA 1 50 100 0.0 0.0005 50 841 -48 1889.607295730681 1887.09370890095 150 TCGA 1 50 100 0.0 0.0005 50 841 -49 1888.3994381386517 1891.4103120583386 150 TCGA 1 50 100 0.0 0.0005 50 841 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 0b196c0ac..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4593.156015778695 4926.356406053706 150 TCGA 1 50 100 1.0 0.0005 50 4440 -1 3173.172974763724 3930.079456118483 150 TCGA 1 50 100 1.0 0.0005 50 4440 -2 2541.4012645879407 3410.034969770729 150 TCGA 1 50 100 1.0 0.0005 50 4440 -3 2276.145557627107 2714.1098694154366 150 TCGA 1 50 100 1.0 0.0005 50 4440 -4 2145.306550751601 2339.8105321529524 150 TCGA 1 50 100 1.0 0.0005 50 4440 -5 2089.798848059018 2123.901694753062 150 TCGA 1 50 100 1.0 0.0005 50 4440 -6 2048.4070820783395 2169.840143098304 150 TCGA 1 50 100 1.0 0.0005 50 4440 -7 2021.5162024597516 2035.1725816582914 150 TCGA 1 50 100 1.0 0.0005 50 4440 -8 2010.9099270428567 2053.299187588332 150 TCGA 1 50 100 1.0 0.0005 50 4440 -9 1998.205654821727 2059.198586315366 150 TCGA 1 50 100 1.0 0.0005 50 4440 -10 1990.2863465275186 2032.543786437068 150 TCGA 1 50 100 1.0 0.0005 50 4440 -11 1978.0319368039036 1996.8274165014525 150 TCGA 1 50 100 1.0 0.0005 50 4440 -12 1971.7167089091627 1966.4610706118483 150 TCGA 1 50 100 1.0 0.0005 50 4440 -13 1971.5287981430379 1996.5721864939935 150 TCGA 1 50 100 1.0 0.0005 50 4440 -14 1963.6541962375038 1968.4344997693545 150 TCGA 1 50 100 1.0 0.0005 50 4440 -15 1957.5257742219983 1955.542578615735 150 TCGA 1 50 100 1.0 0.0005 50 4440 -16 1954.060406246839 1978.6217881399184 150 TCGA 1 50 100 1.0 0.0005 50 4440 -17 1948.7692166794782 1953.8389659479035 150 TCGA 1 50 100 1.0 0.0005 50 4440 -18 1946.8694261460848 1951.1156846242934 150 TCGA 1 50 100 1.0 0.0005 50 4440 -19 1944.7209032690807 1944.7214950484847 150 TCGA 1 50 100 1.0 0.0005 50 4440 -20 1941.422401078219 1952.4292298896828 150 TCGA 1 50 100 1.0 0.0005 50 4440 -21 1936.9431597078096 1946.71765014035 150 TCGA 1 50 100 1.0 0.0005 50 4440 -22 1935.5633197609422 1951.7186083002905 150 TCGA 1 50 100 1.0 0.0005 50 4440 -23 1931.1839311158822 1945.025829219339 150 TCGA 1 50 100 1.0 0.0005 50 4440 -24 1929.764954519373 1935.720835010011 150 TCGA 1 50 100 1.0 0.0005 50 4440 -25 1926.450818240343 1924.082261281996 150 TCGA 1 50 100 1.0 0.0005 50 4440 -26 1923.8738976746934 1919.0316211182867 150 TCGA 1 50 100 1.0 0.0005 50 4440 -27 1921.8053868529332 1921.130759387759 150 TCGA 1 50 100 1.0 0.0005 50 4440 -28 1919.4676308063993 1923.78737866579 150 TCGA 1 50 100 1.0 0.0005 50 4440 -29 1918.6028563581096 1924.99477489989 150 TCGA 1 50 100 1.0 0.0005 50 4440 -30 1917.4320031706943 1927.926582988183 150 TCGA 1 50 100 1.0 0.0005 50 4440 -31 1915.901331625103 1917.830056655347 150 TCGA 1 50 100 1.0 0.0005 50 4440 -32 1912.4751813573248 1929.9023302547896 150 TCGA 1 50 100 1.0 0.0005 50 4440 -33 1909.7996553254322 1909.1804665416928 150 TCGA 1 50 100 1.0 0.0005 50 4440 -34 1910.2307662887224 1911.129390850738 150 TCGA 1 50 100 1.0 0.0005 50 4440 -35 1907.1582678185869 1906.2934846350895 150 TCGA 1 50 100 1.0 0.0005 50 4440 -36 1905.4655730516492 1921.5602947599325 150 TCGA 1 50 100 1.0 0.0005 50 4440 -37 1903.3283172685767 1918.8283225208072 150 TCGA 1 50 100 1.0 0.0005 50 4440 -38 1901.6755305282877 1902.4867765340373 150 TCGA 1 50 100 1.0 0.0005 50 4440 -39 1901.6878158921895 1900.6806131487515 150 TCGA 1 50 100 1.0 0.0005 50 4440 -40 1900.463067428703 1902.276637705127 150 TCGA 1 50 100 1.0 0.0005 50 4440 -41 1897.5936011965753 1898.474165873312 150 TCGA 1 50 100 1.0 0.0005 50 4440 -42 1895.550638700652 1897.5277222293107 150 TCGA 1 50 100 1.0 0.0005 50 4440 -43 1896.2574482375003 1895.2747956089038 150 TCGA 1 50 100 1.0 0.0005 50 4440 -44 1894.1469664157987 1900.4076731312814 150 TCGA 1 50 100 1.0 0.0005 50 4440 -45 1893.1643330194759 1890.6371009098225 150 TCGA 1 50 100 1.0 0.0005 50 4440 -46 1891.1885672670508 1889.7851341669284 150 TCGA 1 50 100 1.0 0.0005 50 4440 -47 1890.2437980405746 1895.2392105792635 150 TCGA 1 50 100 1.0 0.0005 50 4440 -48 1889.2094175685982 1906.1800089313756 150 TCGA 1 50 100 1.0 0.0005 50 4440 -49 1888.3955254574441 1888.4609387268374 150 TCGA 1 50 100 1.0 0.0005 50 4440 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index c48819093..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3531.5613532830116 3865.965891469064 50 TCGA 1 100 100 0.5 0.0005 50 991 -1 2226.073984624073 2233.8993502669596 50 TCGA 1 100 100 0.5 0.0005 50 991 -2 2059.3742852366945 2024.2703593651854 50 TCGA 1 100 100 0.5 0.0005 50 991 -3 2012.068446523311 1993.2677780994818 50 TCGA 1 100 100 0.5 0.0005 50 991 -4 1985.783193886952 1992.0010152078753 50 TCGA 1 100 100 0.5 0.0005 50 991 -5 1968.9053247917816 1958.0981224481784 50 TCGA 1 100 100 0.5 0.0005 50 991 -6 1955.3625676039806 1944.289442206148 50 TCGA 1 100 100 0.5 0.0005 50 991 -7 1944.6942508602558 1941.3351253336998 50 TCGA 1 100 100 0.5 0.0005 50 991 -8 1935.1912135181583 1927.6882888563914 50 TCGA 1 100 100 0.5 0.0005 50 991 -9 1927.9756599645127 1923.6393975492697 50 TCGA 1 100 100 0.5 0.0005 50 991 -10 1923.1883398993418 1940.4199046992776 50 TCGA 1 100 100 0.5 0.0005 50 991 -11 1915.3047609002426 1915.9856637925957 50 TCGA 1 100 100 0.5 0.0005 50 991 -12 1909.4972220453942 1903.5431963283213 50 TCGA 1 100 100 0.5 0.0005 50 991 -13 1905.5479811131788 1902.1944236563677 50 TCGA 1 100 100 0.5 0.0005 50 991 -14 1901.2610731358 1904.2134549701634 50 TCGA 1 100 100 0.5 0.0005 50 991 -15 1896.97778955258 1893.21322371133 50 TCGA 1 100 100 0.5 0.0005 50 991 -16 1894.284217974985 1902.5124542389683 50 TCGA 1 100 100 0.5 0.0005 50 991 -17 1889.8116700608546 1885.4198341561323 50 TCGA 1 100 100 0.5 0.0005 50 991 -18 1887.2072519412436 1884.8077821971185 50 TCGA 1 100 100 0.5 0.0005 50 991 -19 1884.4232050064006 1879.5404022063442 50 TCGA 1 100 100 0.5 0.0005 50 991 -20 1881.6423533188736 1879.922585952222 50 TCGA 1 100 100 0.5 0.0005 50 991 -21 1879.4339469895192 1887.1986372291144 50 TCGA 1 100 100 0.5 0.0005 50 991 -22 1876.3295634376482 1870.796707536707 50 TCGA 1 100 100 0.5 0.0005 50 991 -23 1874.6982478148066 1869.1625902952262 50 TCGA 1 100 100 0.5 0.0005 50 991 -24 1871.8627562481906 1869.454119351641 50 TCGA 1 100 100 0.5 0.0005 50 991 -25 1870.057418337836 1872.5933782682946 50 TCGA 1 100 100 0.5 0.0005 50 991 -26 1867.4513494689784 1867.620471743483 50 TCGA 1 100 100 0.5 0.0005 50 991 -27 1865.5916730061294 1864.331607377709 50 TCGA 1 100 100 0.5 0.0005 50 991 -28 1863.4412691780785 1863.7575830814228 50 TCGA 1 100 100 0.5 0.0005 50 991 -29 1862.5691347851366 1859.5447403030778 50 TCGA 1 100 100 0.5 0.0005 50 991 -30 1860.020646206089 1858.50311678019 50 TCGA 1 100 100 0.5 0.0005 50 991 -31 1858.4516622000658 1854.5395434202262 50 TCGA 1 100 100 0.5 0.0005 50 991 -32 1856.9591346499722 1855.3398480439305 50 TCGA 1 100 100 0.5 0.0005 50 991 -33 1855.2146936112822 1851.7431395257538 50 TCGA 1 100 100 0.5 0.0005 50 991 -34 1854.5403899993198 1856.805475129554 50 TCGA 1 100 100 0.5 0.0005 50 991 -35 1852.6686185063336 1851.224398972401 50 TCGA 1 100 100 0.5 0.0005 50 991 -36 1851.126501864069 1849.6991095614792 50 TCGA 1 100 100 0.5 0.0005 50 991 -37 1849.9488213231807 1848.0123432101916 50 TCGA 1 100 100 0.5 0.0005 50 991 -38 1849.1672707596106 1847.2621800408292 50 TCGA 1 100 100 0.5 0.0005 50 991 -39 1847.727770558717 1845.4505259451555 50 TCGA 1 100 100 0.5 0.0005 50 991 -40 1846.8027692016233 1844.8535806473776 50 TCGA 1 100 100 0.5 0.0005 50 991 -41 1845.7452495858956 1843.1055374528894 50 TCGA 1 100 100 0.5 0.0005 50 991 -42 1844.5837925288117 1842.3934571539337 50 TCGA 1 100 100 0.5 0.0005 50 991 -43 1843.7278083829372 1841.70713614459 50 TCGA 1 100 100 0.5 0.0005 50 991 -44 1842.4077398055551 1842.4665036608826 50 TCGA 1 100 100 0.5 0.0005 50 991 -45 1841.9924525556746 1840.0958810164102 50 TCGA 1 100 100 0.5 0.0005 50 991 -46 1841.0754112893414 1839.2985330706265 50 TCGA 1 100 100 0.5 0.0005 50 991 -47 1840.172164772222 1838.1664818231784 50 TCGA 1 100 100 0.5 0.0005 50 991 -48 1839.3644557083833 1837.5069383784155 50 TCGA 1 100 100 0.5 0.0005 50 991 -49 1838.4982568157718 1837.1690115617148 50 TCGA 1 100 100 0.5 0.0005 50 991 -50 1838.0420256924558 1835.6694360474246 50 TCGA 1 100 100 0.5 0.0005 50 991 -51 1837.1524571817838 1835.310229737555 50 TCGA 1 100 100 0.5 0.0005 50 991 -52 1836.5161484212585 1835.8158265693703 50 TCGA 1 100 100 0.5 0.0005 50 991 -53 1836.0314381128178 1834.6098767764604 50 TCGA 1 100 100 0.5 0.0005 50 991 -54 1835.4121250578808 1833.4004090275596 50 TCGA 1 100 100 0.5 0.0005 50 991 -55 1834.9344950591976 1832.9561111220164 50 TCGA 1 100 100 0.5 0.0005 50 991 -56 1834.2315472580383 1832.892146891685 50 TCGA 1 100 100 0.5 0.0005 50 991 -57 1833.896187408546 1831.8309823040986 50 TCGA 1 100 100 0.5 0.0005 50 991 -58 1833.223600969848 1832.0405279571687 50 TCGA 1 100 100 0.5 0.0005 50 991 -59 1832.883128964458 1831.6697807887092 50 TCGA 1 100 100 0.5 0.0005 50 991 -60 1832.2767732119717 1830.7433579027952 50 TCGA 1 100 100 0.5 0.0005 50 991 -61 1831.69150421691 1830.3502914965452 50 TCGA 1 100 100 0.5 0.0005 50 991 -62 1831.510823381494 1833.338617526107 50 TCGA 1 100 100 0.5 0.0005 50 991 -63 1831.0478557046335 1830.235636802175 50 TCGA 1 100 100 0.5 0.0005 50 991 -64 1830.3789417033936 1828.7981821951555 50 TCGA 1 100 100 0.5 0.0005 50 991 -65 1830.259981738096 1828.9520048975346 50 TCGA 1 100 100 0.5 0.0005 50 991 -66 1829.9840859499263 1828.1259949650596 50 TCGA 1 100 100 0.5 0.0005 50 991 -67 1829.5135874790278 1828.1138290328597 50 TCGA 1 100 100 0.5 0.0005 50 991 -68 1829.390608104455 1828.2245535539023 50 TCGA 1 100 100 0.5 0.0005 50 991 -69 1828.908831039754 1827.6270702879633 50 TCGA 1 100 100 0.5 0.0005 50 991 -70 1828.5400103945753 1827.3762391056846 50 TCGA 1 100 100 0.5 0.0005 50 991 -71 1828.1931660981406 1826.619032049898 50 TCGA 1 100 100 0.5 0.0005 50 991 -72 1827.8433802328227 1826.4817133764525 50 TCGA 1 100 100 0.5 0.0005 50 991 -73 1827.5926073978942 1825.9618754171247 50 TCGA 1 100 100 0.5 0.0005 50 991 -74 1827.4715542380784 1827.300952393805 50 TCGA 1 100 100 0.5 0.0005 50 991 -75 1827.1551941783184 1826.616545864086 50 TCGA 1 100 100 0.5 0.0005 50 991 -76 1826.854700588597 1825.5699284999214 50 TCGA 1 100 100 0.5 0.0005 50 991 -77 1826.6801118915641 1825.4211523928234 50 TCGA 1 100 100 0.5 0.0005 50 991 -78 1826.4501127423366 1824.9003323502277 50 TCGA 1 100 100 0.5 0.0005 50 991 -79 1826.3176291604461 1825.1013925830323 50 TCGA 1 100 100 0.5 0.0005 50 991 -80 1826.0625488472006 1825.2580167684123 50 TCGA 1 100 100 0.5 0.0005 50 991 -81 1825.826727861059 1824.7011865970478 50 TCGA 1 100 100 0.5 0.0005 50 991 -82 1825.7067864417284 1825.281854217376 50 TCGA 1 100 100 0.5 0.0005 50 991 -83 1825.6064574255158 1825.4491537276224 50 TCGA 1 100 100 0.5 0.0005 50 991 -84 1825.3087972050625 1823.9323797944803 50 TCGA 1 100 100 0.5 0.0005 50 991 -85 1824.9756966578213 1824.1130493777482 50 TCGA 1 100 100 0.5 0.0005 50 991 -86 1824.9364140524717 1824.5574705804413 50 TCGA 1 100 100 0.5 0.0005 50 991 -87 1824.8977404361406 1823.2968774536746 50 TCGA 1 100 100 0.5 0.0005 50 991 -88 1824.7360850335338 1823.1549593671482 50 TCGA 1 100 100 0.5 0.0005 50 991 -89 1824.422997082194 1823.3950612437186 50 TCGA 1 100 100 0.5 0.0005 50 991 -90 1824.3789400547155 1822.930744420344 50 TCGA 1 100 100 0.5 0.0005 50 991 -91 1824.2696447362857 1823.5928065621074 50 TCGA 1 100 100 0.5 0.0005 50 991 -92 1824.0282314746344 1823.321661407624 50 TCGA 1 100 100 0.5 0.0005 50 991 -93 1823.975184736434 1822.7578897907506 50 TCGA 1 100 100 0.5 0.0005 50 991 -94 1823.8074894353792 1822.497929098618 50 TCGA 1 100 100 0.5 0.0005 50 991 -95 1823.795046220761 1822.2085463940798 50 TCGA 1 100 100 0.5 0.0005 50 991 -96 1823.4200295840992 1822.1773479212468 50 TCGA 1 100 100 0.5 0.0005 50 991 -97 1823.411147228215 1822.011816896985 50 TCGA 1 100 100 0.5 0.0005 50 991 -98 1823.353546445744 1822.4010549574043 50 TCGA 1 100 100 0.5 0.0005 50 991 -99 1823.307033827933 1821.9979548622016 50 TCGA 1 100 100 0.5 0.0005 50 991 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index 6806a6f96..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3546.6980262787856 3346.2127262288004 50 TCGA 1 100 100 0.0 0.0005 50 940 -1 2230.0955642545205 2246.830106342258 50 TCGA 1 100 100 0.0 0.0005 50 940 -2 2059.1152710001816 2060.4972064914414 50 TCGA 1 100 100 0.0 0.0005 50 940 -3 2012.5518267163475 1996.9263646111417 50 TCGA 1 100 100 0.0 0.0005 50 940 -4 1986.1450714169237 1991.943321956462 50 TCGA 1 100 100 0.0 0.0005 50 940 -5 1970.243795478992 1977.6222868492855 50 TCGA 1 100 100 0.0 0.0005 50 940 -6 1957.9823928664393 1955.1587472273477 50 TCGA 1 100 100 0.0 0.0005 50 940 -7 1946.1516276922778 1940.393046776853 50 TCGA 1 100 100 0.0 0.0005 50 940 -8 1936.0680851494046 1938.776926625314 50 TCGA 1 100 100 0.0 0.0005 50 940 -9 1928.501228115364 1925.7527984159076 50 TCGA 1 100 100 0.0 0.0005 50 940 -10 1922.3252803488679 1914.459745627552 50 TCGA 1 100 100 0.0 0.0005 50 940 -11 1917.0626316489966 1907.9311817878454 50 TCGA 1 100 100 0.0 0.0005 50 940 -12 1910.886179032716 1901.828000476013 50 TCGA 1 100 100 0.0 0.0005 50 940 -13 1905.1361169143372 1902.627683706619 50 TCGA 1 100 100 0.0 0.0005 50 940 -14 1901.332055462406 1900.6845997565954 50 TCGA 1 100 100 0.0 0.0005 50 940 -15 1895.6195587216112 1894.4770753179962 50 TCGA 1 100 100 0.0 0.0005 50 940 -16 1893.6847856898223 1898.0834482470948 50 TCGA 1 100 100 0.0 0.0005 50 940 -17 1890.2692904612331 1891.634822672935 50 TCGA 1 100 100 0.0 0.0005 50 940 -18 1887.9272183387297 1888.8072454557946 50 TCGA 1 100 100 0.0 0.0005 50 940 -19 1883.1279513110726 1882.3955759019707 50 TCGA 1 100 100 0.0 0.0005 50 940 -20 1881.3151743467638 1880.033523942957 50 TCGA 1 100 100 0.0 0.0005 50 940 -21 1878.5051234241362 1877.8151493551743 50 TCGA 1 100 100 0.0 0.0005 50 940 -22 1876.0496067371148 1871.6061968779445 50 TCGA 1 100 100 0.0 0.0005 50 940 -23 1873.6128756342914 1871.2540878219222 50 TCGA 1 100 100 0.0 0.0005 50 940 -24 1871.212296596714 1869.8676825288553 50 TCGA 1 100 100 0.0 0.0005 50 940 -25 1869.4020934098 1868.712467979546 50 TCGA 1 100 100 0.0 0.0005 50 940 -26 1867.3129930910302 1865.8338837743404 50 TCGA 1 100 100 0.0 0.0005 50 940 -27 1865.1241424693394 1865.3655705284234 50 TCGA 1 100 100 0.0 0.0005 50 940 -28 1863.6073022845176 1862.2931478682474 50 TCGA 1 100 100 0.0 0.0005 50 940 -29 1862.147394840493 1859.5658707355135 50 TCGA 1 100 100 0.0 0.0005 50 940 -30 1860.247248424245 1861.2447853280073 50 TCGA 1 100 100 0.0 0.0005 50 940 -31 1858.2242130245904 1860.0891475198257 50 TCGA 1 100 100 0.0 0.0005 50 940 -32 1856.7491196739793 1855.578674009697 50 TCGA 1 100 100 0.0 0.0005 50 940 -33 1855.2620942262363 1854.264933677175 50 TCGA 1 100 100 0.0 0.0005 50 940 -34 1853.7454927046126 1853.9975199483747 50 TCGA 1 100 100 0.0 0.0005 50 940 -35 1852.6017704514577 1855.2310662197708 50 TCGA 1 100 100 0.0 0.0005 50 940 -36 1850.938335130438 1850.6661002767744 50 TCGA 1 100 100 0.0 0.0005 50 940 -37 1849.9662676084279 1849.8347640301115 50 TCGA 1 100 100 0.0 0.0005 50 940 -38 1848.6933337182975 1847.6719774409155 50 TCGA 1 100 100 0.0 0.0005 50 940 -39 1847.6111330359572 1848.3504749087233 50 TCGA 1 100 100 0.0 0.0005 50 940 -40 1846.616209847465 1848.1999622134108 50 TCGA 1 100 100 0.0 0.0005 50 940 -41 1845.4471522613433 1843.7765279031878 50 TCGA 1 100 100 0.0 0.0005 50 940 -42 1844.3541554892645 1843.7925675741992 50 TCGA 1 100 100 0.0 0.0005 50 940 -43 1843.4296119060616 1845.1044412737515 50 TCGA 1 100 100 0.0 0.0005 50 940 -44 1842.3008356427545 1842.579960348618 50 TCGA 1 100 100 0.0 0.0005 50 940 -45 1841.6201179232737 1841.2150277755968 50 TCGA 1 100 100 0.0 0.0005 50 940 -46 1840.711782427129 1839.7056025979507 50 TCGA 1 100 100 0.0 0.0005 50 940 -47 1839.8273327488203 1839.162576186597 50 TCGA 1 100 100 0.0 0.0005 50 940 -48 1839.345050466448 1838.0135896769002 50 TCGA 1 100 100 0.0 0.0005 50 940 -49 1838.4392372707873 1838.8631383234533 50 TCGA 1 100 100 0.0 0.0005 50 940 -50 1837.5072005133848 1837.681292816622 50 TCGA 1 100 100 0.0 0.0005 50 940 -51 1837.1311177542093 1836.5701370622644 50 TCGA 1 100 100 0.0 0.0005 50 940 -52 1836.2554486906279 1835.233298450259 50 TCGA 1 100 100 0.0 0.0005 50 940 -53 1835.5901375008502 1835.024214701437 50 TCGA 1 100 100 0.0 0.0005 50 940 -54 1835.0684813499345 1835.3593210191582 50 TCGA 1 100 100 0.0 0.0005 50 940 -55 1834.5840880918454 1834.330273805551 50 TCGA 1 100 100 0.0 0.0005 50 940 -56 1833.8794495098984 1833.7835766969613 50 TCGA 1 100 100 0.0 0.0005 50 940 -57 1833.2512888030717 1832.6926772534548 50 TCGA 1 100 100 0.0 0.0005 50 940 -58 1832.8707034765364 1833.0242116343436 50 TCGA 1 100 100 0.0 0.0005 50 940 -59 1832.5735358293466 1832.1017060399654 50 TCGA 1 100 100 0.0 0.0005 50 940 -60 1831.8089796496977 1831.5160605272456 50 TCGA 1 100 100 0.0 0.0005 50 940 -61 1831.5652718367833 1831.605616583896 50 TCGA 1 100 100 0.0 0.0005 50 940 -62 1830.8484093280413 1830.8593099776224 50 TCGA 1 100 100 0.0 0.0005 50 940 -63 1830.6754576458118 1831.1599427803078 50 TCGA 1 100 100 0.0 0.0005 50 940 -64 1830.4858061889145 1830.0675373940012 50 TCGA 1 100 100 0.0 0.0005 50 940 -65 1830.0596813462066 1831.2081765026303 50 TCGA 1 100 100 0.0 0.0005 50 940 -66 1829.6440430368773 1829.5784108530936 50 TCGA 1 100 100 0.0 0.0005 50 940 -67 1829.1909758904933 1829.0370014133166 50 TCGA 1 100 100 0.0 0.0005 50 940 -68 1828.9752129002172 1828.5499463872095 50 TCGA 1 100 100 0.0 0.0005 50 940 -69 1828.610669457629 1827.998401430983 50 TCGA 1 100 100 0.0 0.0005 50 940 -70 1828.162879280459 1827.5521669627435 50 TCGA 1 100 100 0.0 0.0005 50 940 -71 1827.9015818835503 1827.2747140242227 50 TCGA 1 100 100 0.0 0.0005 50 940 -72 1827.6587925751382 1828.264390188246 50 TCGA 1 100 100 0.0 0.0005 50 940 -73 1827.6273498705475 1827.3673997428548 50 TCGA 1 100 100 0.0 0.0005 50 940 -74 1827.4810379391097 1827.2121103564698 50 TCGA 1 100 100 0.0 0.0005 50 940 -75 1826.774539620925 1826.6275763583542 50 TCGA 1 100 100 0.0 0.0005 50 940 -76 1826.6261739678675 1827.0984954067212 50 TCGA 1 100 100 0.0 0.0005 50 940 -77 1826.5939309730875 1826.1917988379396 50 TCGA 1 100 100 0.0 0.0005 50 940 -78 1826.2044149476085 1826.2366532368876 50 TCGA 1 100 100 0.0 0.0005 50 940 -79 1826.1604433107593 1825.9044336673603 50 TCGA 1 100 100 0.0 0.0005 50 940 -80 1825.864096637176 1825.927242413238 50 TCGA 1 100 100 0.0 0.0005 50 940 -81 1825.6053771734212 1825.809406529719 50 TCGA 1 100 100 0.0 0.0005 50 940 -82 1825.4621389640045 1827.0420234718515 50 TCGA 1 100 100 0.0 0.0005 50 940 -83 1825.2927552666138 1825.8926811793342 50 TCGA 1 100 100 0.0 0.0005 50 940 -84 1825.151333178403 1824.4181883538788 50 TCGA 1 100 100 0.0 0.0005 50 940 -85 1824.7135723057384 1824.791603893491 50 TCGA 1 100 100 0.0 0.0005 50 940 -86 1824.8848419138358 1825.9739241863615 50 TCGA 1 100 100 0.0 0.0005 50 940 -87 1824.724055092121 1824.4650651941347 50 TCGA 1 100 100 0.0 0.0005 50 940 -88 1824.6401684251477 1824.0768803735475 50 TCGA 1 100 100 0.0 0.0005 50 940 -89 1824.265935142254 1824.2500147220478 50 TCGA 1 100 100 0.0 0.0005 50 940 -90 1824.3172062404294 1824.0060544421326 50 TCGA 1 100 100 0.0 0.0005 50 940 -91 1824.0973704836574 1823.322655759265 50 TCGA 1 100 100 0.0 0.0005 50 940 -92 1824.0904012621081 1824.0299477121937 50 TCGA 1 100 100 0.0 0.0005 50 940 -93 1823.7760144929985 1823.9024069321215 50 TCGA 1 100 100 0.0 0.0005 50 940 -94 1823.66460859399 1823.345774281564 50 TCGA 1 100 100 0.0 0.0005 50 940 -95 1823.503960070486 1823.4438096242934 50 TCGA 1 100 100 0.0 0.0005 50 940 -96 1823.4169220846138 1823.4475367560458 50 TCGA 1 100 100 0.0 0.0005 50 940 -97 1823.386667940736 1823.2621849481784 50 TCGA 1 100 100 0.0 0.0005 50 940 -98 1823.4780911108069 1822.8584978113222 50 TCGA 1 100 100 0.0 0.0005 50 940 -99 1823.0274079803219 1822.8510576564463 50 TCGA 1 100 100 0.0 0.0005 50 940 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index da7b0904a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3536.409754272284 3428.203624322786 50 TCGA 1 100 100 1.0 0.0005 50 438 -1 2233.0559312573687 2167.645604732648 50 TCGA 1 100 100 1.0 0.0005 50 438 -2 2062.9211396895316 2063.0750947118404 50 TCGA 1 100 100 1.0 0.0005 50 438 -3 2012.9246908060766 1992.112456201908 50 TCGA 1 100 100 1.0 0.0005 50 438 -4 1989.3715983000247 1975.348532825259 50 TCGA 1 100 100 1.0 0.0005 50 438 -5 1966.6334353460904 1972.9264112309595 50 TCGA 1 100 100 1.0 0.0005 50 438 -6 1958.299219870011 1943.8201658929413 50 TCGA 1 100 100 1.0 0.0005 50 438 -7 1946.4425663607956 1936.8557251589982 50 TCGA 1 100 100 1.0 0.0005 50 438 -8 1937.8416278650484 1946.755759387759 50 TCGA 1 100 100 1.0 0.0005 50 438 -9 1927.8418514857615 1920.0221806051743 50 TCGA 1 100 100 1.0 0.0005 50 438 -10 1921.5194313619031 1910.1183615833072 50 TCGA 1 100 100 1.0 0.0005 50 438 -11 1917.696667004941 1913.5888610533134 50 TCGA 1 100 100 1.0 0.0005 50 438 -12 1910.060858447925 1907.3529126344613 50 TCGA 1 100 100 1.0 0.0005 50 438 -13 1907.7734016378433 1902.378093470281 50 TCGA 1 100 100 1.0 0.0005 50 438 -14 1901.9571998920646 1894.143433844025 50 TCGA 1 100 100 1.0 0.0005 50 438 -15 1897.620974077765 1896.8443781407036 50 TCGA 1 100 100 1.0 0.0005 50 438 -16 1894.4511381247864 1891.3343806434516 50 TCGA 1 100 100 1.0 0.0005 50 438 -17 1889.8992022550428 1884.8561772485475 50 TCGA 1 100 100 1.0 0.0005 50 438 -18 1887.8102032414158 1882.1696900027482 50 TCGA 1 100 100 1.0 0.0005 50 438 -19 1884.7161981731883 1881.8609981057632 50 TCGA 1 100 100 1.0 0.0005 50 438 -20 1881.5319919051808 1878.73034545285 50 TCGA 1 100 100 1.0 0.0005 50 438 -21 1880.025278732891 1883.0135148398242 50 TCGA 1 100 100 1.0 0.0005 50 438 -22 1876.0501882572473 1872.6610904866127 50 TCGA 1 100 100 1.0 0.0005 50 438 -23 1873.5232649474342 1869.277780504083 50 TCGA 1 100 100 1.0 0.0005 50 438 -24 1872.2792328626851 1869.1086787698257 50 TCGA 1 100 100 1.0 0.0005 50 438 -25 1870.4241727941176 1865.219405744543 50 TCGA 1 100 100 1.0 0.0005 50 438 -26 1867.5024141144947 1862.5794683868562 50 TCGA 1 100 100 1.0 0.0005 50 438 -27 1865.7363940721273 1859.43972241579 50 TCGA 1 100 100 1.0 0.0005 50 438 -28 1863.7932162833595 1858.8463441474953 50 TCGA 1 100 100 1.0 0.0005 50 438 -29 1862.6951704002915 1858.8599503866992 50 TCGA 1 100 100 1.0 0.0005 50 438 -30 1860.1376156309298 1856.0721092032427 50 TCGA 1 100 100 1.0 0.0005 50 438 -31 1858.680185019298 1854.1383308142274 50 TCGA 1 100 100 1.0 0.0005 50 438 -32 1856.8813427238408 1853.6857940827183 50 TCGA 1 100 100 1.0 0.0005 50 438 -33 1855.4529456347143 1851.3381494876728 50 TCGA 1 100 100 1.0 0.0005 50 438 -34 1854.5918297123092 1852.5661142627198 50 TCGA 1 100 100 1.0 0.0005 50 438 -35 1852.4010400951993 1848.315175118758 50 TCGA 1 100 100 1.0 0.0005 50 438 -36 1851.593736946829 1848.034547125275 50 TCGA 1 100 100 1.0 0.0005 50 438 -37 1850.1092091238995 1845.8345591482805 50 TCGA 1 100 100 1.0 0.0005 50 438 -38 1848.8896585339508 1844.645427454656 50 TCGA 1 100 100 1.0 0.0005 50 438 -39 1847.902616381419 1847.2832117128612 50 TCGA 1 100 100 1.0 0.0005 50 438 -40 1846.799471818013 1841.2461869896356 50 TCGA 1 100 100 1.0 0.0005 50 438 -41 1845.5242776037235 1843.7299185134657 50 TCGA 1 100 100 1.0 0.0005 50 438 -42 1844.6049788745736 1840.2396939531643 50 TCGA 1 100 100 1.0 0.0005 50 438 -43 1843.8753423800438 1840.1067612231077 50 TCGA 1 100 100 1.0 0.0005 50 438 -44 1842.5720410232552 1840.1223334691033 50 TCGA 1 100 100 1.0 0.0005 50 438 -45 1842.0974040567403 1839.1560978721734 50 TCGA 1 100 100 1.0 0.0005 50 438 -46 1841.1119790258704 1837.4773120975974 50 TCGA 1 100 100 1.0 0.0005 50 438 -47 1840.229583150934 1839.097453208425 50 TCGA 1 100 100 1.0 0.0005 50 438 -48 1839.4433275595989 1835.2933956893844 50 TCGA 1 100 100 1.0 0.0005 50 438 -49 1838.6264844780083 1834.7511268500707 50 TCGA 1 100 100 1.0 0.0005 50 438 -50 1837.8646520237157 1834.982607127434 50 TCGA 1 100 100 1.0 0.0005 50 438 -51 1837.5150925859514 1835.0520031799624 50 TCGA 1 100 100 1.0 0.0005 50 438 -52 1836.467340897923 1833.642795888623 50 TCGA 1 100 100 1.0 0.0005 50 438 -53 1836.0776562303793 1834.2502361661825 50 TCGA 1 100 100 1.0 0.0005 50 438 -54 1835.1842987302398 1832.2758862672738 50 TCGA 1 100 100 1.0 0.0005 50 438 -55 1834.8342739155894 1831.6678773506203 50 TCGA 1 100 100 1.0 0.0005 50 438 -56 1834.2429585636214 1829.9603909439777 50 TCGA 1 100 100 1.0 0.0005 50 438 -57 1833.8164722107526 1831.9539132429727 50 TCGA 1 100 100 1.0 0.0005 50 438 -58 1833.227965184495 1831.2550079499058 50 TCGA 1 100 100 1.0 0.0005 50 438 -59 1832.946570223444 1828.9401929078988 50 TCGA 1 100 100 1.0 0.0005 50 438 -60 1832.0630488735794 1829.38754931886 50 TCGA 1 100 100 1.0 0.0005 50 438 -61 1831.8236009316965 1828.155940223579 50 TCGA 1 100 100 1.0 0.0005 50 438 -62 1831.3141281718933 1830.838022510011 50 TCGA 1 100 100 1.0 0.0005 50 438 -63 1831.0344544172367 1826.796016213882 50 TCGA 1 100 100 1.0 0.0005 50 438 -64 1830.7436394540841 1827.494512970124 50 TCGA 1 100 100 1.0 0.0005 50 438 -65 1830.167385417684 1826.9756153815954 50 TCGA 1 100 100 1.0 0.0005 50 438 -66 1829.9438043409777 1826.1043842258166 50 TCGA 1 100 100 1.0 0.0005 50 438 -67 1829.3939008009143 1826.0240386502826 50 TCGA 1 100 100 1.0 0.0005 50 438 -68 1829.0508289254128 1825.2561329597204 50 TCGA 1 100 100 1.0 0.0005 50 438 -69 1828.9022886487226 1825.620944075848 50 TCGA 1 100 100 1.0 0.0005 50 438 -70 1828.5397036041795 1825.3475078026854 50 TCGA 1 100 100 1.0 0.0005 50 438 -71 1828.2716885385855 1825.0547733786118 50 TCGA 1 100 100 1.0 0.0005 50 438 -72 1827.9955840086827 1824.8659355125235 50 TCGA 1 100 100 1.0 0.0005 50 438 -73 1827.8374274690605 1824.2147161589196 50 TCGA 1 100 100 1.0 0.0005 50 438 -74 1827.3082344880365 1824.3431611180904 50 TCGA 1 100 100 1.0 0.0005 50 438 -75 1827.4168794233626 1825.501543361338 50 TCGA 1 100 100 1.0 0.0005 50 438 -76 1827.048814921949 1823.3498657839982 50 TCGA 1 100 100 1.0 0.0005 50 438 -77 1826.8491551300979 1823.4488028521514 50 TCGA 1 100 100 1.0 0.0005 50 438 -78 1826.6247478067403 1823.512567108001 50 TCGA 1 100 100 1.0 0.0005 50 438 -79 1826.416972035475 1822.7803777186714 50 TCGA 1 100 100 1.0 0.0005 50 438 -80 1826.1741765138627 1823.238341978447 50 TCGA 1 100 100 1.0 0.0005 50 438 -81 1825.9175441268033 1822.9899129436244 50 TCGA 1 100 100 1.0 0.0005 50 438 -82 1825.7871721337744 1821.9723440199043 50 TCGA 1 100 100 1.0 0.0005 50 438 -83 1825.5050858724248 1822.3102941465138 50 TCGA 1 100 100 1.0 0.0005 50 438 -84 1825.366172745393 1822.955088553117 50 TCGA 1 100 100 1.0 0.0005 50 438 -85 1825.2802461321191 1822.4270976464354 50 TCGA 1 100 100 1.0 0.0005 50 438 -86 1825.1663690825262 1821.527687877866 50 TCGA 1 100 100 1.0 0.0005 50 438 -87 1825.163669637703 1822.3690351169912 50 TCGA 1 100 100 1.0 0.0005 50 438 -88 1824.655014513273 1821.2495908497565 50 TCGA 1 100 100 1.0 0.0005 50 438 -89 1824.6580340469213 1821.9995975973618 50 TCGA 1 100 100 1.0 0.0005 50 438 -90 1824.3919583855097 1822.1629135668577 50 TCGA 1 100 100 1.0 0.0005 50 438 -91 1824.2726335036914 1820.63581518432 50 TCGA 1 100 100 1.0 0.0005 50 438 -92 1824.2293500469152 1821.3073294941505 50 TCGA 1 100 100 1.0 0.0005 50 438 -93 1823.9806592472696 1820.246272254829 50 TCGA 1 100 100 1.0 0.0005 50 438 -94 1823.9546692255606 1820.6740139908527 50 TCGA 1 100 100 1.0 0.0005 50 438 -95 1823.692678443661 1820.3329108923524 50 TCGA 1 100 100 1.0 0.0005 50 438 -96 1823.7223792039385 1820.666299024419 50 TCGA 1 100 100 1.0 0.0005 50 438 -97 1823.7058480713354 1820.0896756732884 50 TCGA 1 100 100 1.0 0.0005 50 438 -98 1823.4109134020478 1821.2005670442054 50 TCGA 1 100 100 1.0 0.0005 50 438 -99 1823.4458272963552 1820.1646342061872 50 TCGA 1 100 100 1.0 0.0005 50 438 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 75eee868e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3553.1785325804967 3451.1447508538786 50 TCGA 1 50 100 0.5 0.0005 50 9486 -1 2228.174193123273 2254.160970869975 50 TCGA 1 50 100 0.5 0.0005 50 9486 -2 2065.5394856243984 2042.3584671403894 50 TCGA 1 50 100 0.5 0.0005 50 9486 -3 2012.116001923258 2020.9459228515625 50 TCGA 1 50 100 0.5 0.0005 50 9486 -4 1987.4006233202558 1976.4248194095478 50 TCGA 1 50 100 0.5 0.0005 50 9486 -5 1972.664530629225 1976.3547473696608 50 TCGA 1 50 100 0.5 0.0005 50 9486 -6 1958.498105587019 1967.419342807789 50 TCGA 1 50 100 0.5 0.0005 50 9486 -7 1949.8057174333464 1943.0004244857098 50 TCGA 1 50 100 0.5 0.0005 50 9486 -8 1939.8693371038376 1929.8063050849953 50 TCGA 1 50 100 0.5 0.0005 50 9486 -9 1931.0848537461675 1918.9024872899654 50 TCGA 1 50 100 0.5 0.0005 50 9486 -10 1922.182779016845 1918.7323194340845 50 TCGA 1 50 100 0.5 0.0005 50 9486 -11 1918.0769135485484 1907.5871434810772 50 TCGA 1 50 100 0.5 0.0005 50 9486 -12 1911.9500625734684 1900.6671486092573 50 TCGA 1 50 100 0.5 0.0005 50 9486 -13 1905.810041698205 1901.3705907467022 50 TCGA 1 50 100 0.5 0.0005 50 9486 -14 1901.849034844718 1895.9305849314935 50 TCGA 1 50 100 0.5 0.0005 50 9486 -15 1898.4546580935764 1892.7020245269316 50 TCGA 1 50 100 0.5 0.0005 50 9486 -16 1894.0143349978896 1889.3107309005968 50 TCGA 1 50 100 0.5 0.0005 50 9486 -17 1891.5287793399314 1892.732128047464 50 TCGA 1 50 100 0.5 0.0005 50 9486 -18 1889.0880133357082 1883.6738134029522 50 TCGA 1 50 100 0.5 0.0005 50 9486 -19 1885.2361692796262 1879.9315185546875 50 TCGA 1 50 100 0.5 0.0005 50 9486 -20 1882.5295205093385 1880.1757530327418 50 TCGA 1 50 100 0.5 0.0005 50 9486 -21 1878.5108868487912 1873.5528257743797 50 TCGA 1 50 100 0.5 0.0005 50 9486 -22 1877.805494575658 1873.729102053235 50 TCGA 1 50 100 0.5 0.0005 50 9486 -23 1873.960307786688 1870.3575568271042 50 TCGA 1 50 100 0.5 0.0005 50 9486 -24 1872.1105094813438 1865.5449421178157 50 TCGA 1 50 100 0.5 0.0005 50 9486 -25 1869.496062220733 1865.0433263730763 50 TCGA 1 50 100 0.5 0.0005 50 9486 -26 1867.5975641829052 1861.9065021150675 50 TCGA 1 50 100 0.5 0.0005 50 9486 -27 1865.625230065546 1860.8256314531643 50 TCGA 1 50 100 0.5 0.0005 50 9486 -28 1863.8478134739464 1859.022435787335 50 TCGA 1 50 100 0.5 0.0005 50 9486 -29 1862.6031253787871 1861.7234211830637 50 TCGA 1 50 100 0.5 0.0005 50 9486 -30 1860.0192224157881 1854.7623677469378 50 TCGA 1 50 100 0.5 0.0005 50 9486 -31 1859.3089585711427 1853.161747457993 50 TCGA 1 50 100 0.5 0.0005 50 9486 -32 1857.5610052484103 1851.1562861917007 50 TCGA 1 50 100 0.5 0.0005 50 9486 -33 1855.7276029385605 1852.0055453046482 50 TCGA 1 50 100 0.5 0.0005 50 9486 -34 1854.3337170847533 1850.0317947157664 50 TCGA 1 50 100 0.5 0.0005 50 9486 -35 1853.0648752683667 1848.2184267283685 50 TCGA 1 50 100 0.5 0.0005 50 9486 -36 1851.709694750914 1847.4111389466866 50 TCGA 1 50 100 0.5 0.0005 50 9486 -37 1850.5874980079607 1846.3743589775047 50 TCGA 1 50 100 0.5 0.0005 50 9486 -38 1849.5725904827286 1844.6583736553864 50 TCGA 1 50 100 0.5 0.0005 50 9486 -39 1848.0638506489415 1844.1223745681532 50 TCGA 1 50 100 0.5 0.0005 50 9486 -40 1847.1394495197087 1842.4610473019393 50 TCGA 1 50 100 0.5 0.0005 50 9486 -41 1846.2340696811516 1842.562838607098 50 TCGA 1 50 100 0.5 0.0005 50 9486 -42 1845.123902743357 1840.9131012729663 50 TCGA 1 50 100 0.5 0.0005 50 9486 -43 1843.9285126601044 1840.6228984276854 50 TCGA 1 50 100 0.5 0.0005 50 9486 -44 1843.0872822218753 1839.4939835898242 50 TCGA 1 50 100 0.5 0.0005 50 9486 -45 1842.2983195963468 1837.1111379652168 50 TCGA 1 50 100 0.5 0.0005 50 9486 -46 1841.2815565996398 1837.039158806729 50 TCGA 1 50 100 0.5 0.0005 50 9486 -47 1840.2944926055284 1835.7178157633873 50 TCGA 1 50 100 0.5 0.0005 50 9486 -48 1839.8546820988759 1837.4054752522377 50 TCGA 1 50 100 0.5 0.0005 50 9486 -49 1838.7692232741908 1835.6528001334798 50 TCGA 1 50 100 0.5 0.0005 50 9486 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index d8180757d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3542.6477229274506 3691.43383543695 50 TCGA 1 50 100 0.0 0.0005 50 8050 -1 2228.409437290059 2288.4057285941426 50 TCGA 1 50 100 0.0 0.0005 50 8050 -2 2058.2940915543422 2079.084602701005 50 TCGA 1 50 100 0.0 0.0005 50 8050 -3 2013.665181148583 2007.5182283487752 50 TCGA 1 50 100 0.0 0.0005 50 8050 -4 1990.5699697248185 1984.034634230724 50 TCGA 1 50 100 0.0 0.0005 50 8050 -5 1970.401145365345 1970.9311425290516 50 TCGA 1 50 100 0.0 0.0005 50 8050 -6 1956.8252648703688 1948.2574309535962 50 TCGA 1 50 100 0.0 0.0005 50 8050 -7 1945.9229725700282 1946.1635803529366 50 TCGA 1 50 100 0.0 0.0005 50 8050 -8 1936.6997734825184 1929.928131870289 50 TCGA 1 50 100 0.0 0.0005 50 8050 -9 1929.386905323143 1927.9922243051194 50 TCGA 1 50 100 0.0 0.0005 50 8050 -10 1922.2893425300326 1905.4024192004947 50 TCGA 1 50 100 0.0 0.0005 50 8050 -11 1916.6474261653784 1910.9660086320273 50 TCGA 1 50 100 0.0 0.0005 50 8050 -12 1909.955357541888 1903.3729358462233 50 TCGA 1 50 100 0.0 0.0005 50 8050 -13 1907.0820447119343 1897.665170947511 50 TCGA 1 50 100 0.0 0.0005 50 8050 -14 1900.9306159783239 1897.9172430757303 50 TCGA 1 50 100 0.0 0.0005 50 8050 -15 1897.7867613540243 1893.874757699631 50 TCGA 1 50 100 0.0 0.0005 50 8050 -16 1893.5923729722076 1890.445113138937 50 TCGA 1 50 100 0.0 0.0005 50 8050 -17 1890.9177432353508 1887.483288022142 50 TCGA 1 50 100 0.0 0.0005 50 8050 -18 1886.249585227996 1882.5033995661904 50 TCGA 1 50 100 0.0 0.0005 50 8050 -19 1884.7492809855576 1881.8079404591315 50 TCGA 1 50 100 0.0 0.0005 50 8050 -20 1881.6900611874887 1876.5605904277245 50 TCGA 1 50 100 0.0 0.0005 50 8050 -21 1878.9812369386536 1874.8950882341394 50 TCGA 1 50 100 0.0 0.0005 50 8050 -22 1876.1458526178722 1872.639634328871 50 TCGA 1 50 100 0.0 0.0005 50 8050 -23 1873.5171228990662 1872.9741842758715 50 TCGA 1 50 100 0.0 0.0005 50 8050 -24 1870.835041327593 1866.3675647524733 50 TCGA 1 50 100 0.0 0.0005 50 8050 -25 1869.1422426666795 1865.3306259078597 50 TCGA 1 50 100 0.0 0.0005 50 8050 -26 1867.9662189247326 1861.7266201613536 50 TCGA 1 50 100 0.0 0.0005 50 8050 -27 1865.3394532312784 1860.2238542566347 50 TCGA 1 50 100 0.0 0.0005 50 8050 -28 1863.6190488031632 1861.2038150959877 50 TCGA 1 50 100 0.0 0.0005 50 8050 -29 1861.8612012176566 1857.7416341963724 50 TCGA 1 50 100 0.0 0.0005 50 8050 -30 1860.2467387374297 1857.7327396258636 50 TCGA 1 50 100 0.0 0.0005 50 8050 -31 1858.5595634861547 1853.881269138662 50 TCGA 1 50 100 0.0 0.0005 50 8050 -32 1856.9371392392384 1852.376894236809 50 TCGA 1 50 100 0.0 0.0005 50 8050 -33 1855.389794979102 1851.6469610012955 50 TCGA 1 50 100 0.0 0.0005 50 8050 -34 1854.21473508712 1851.4873003935695 50 TCGA 1 50 100 0.0 0.0005 50 8050 -35 1852.9738740236555 1848.9826537472518 50 TCGA 1 50 100 0.0 0.0005 50 8050 -36 1851.181938245475 1849.4967255712154 50 TCGA 1 50 100 0.0 0.0005 50 8050 -37 1850.2105720112108 1846.2953843926664 50 TCGA 1 50 100 0.0 0.0005 50 8050 -38 1849.3715106611978 1845.2660145208465 50 TCGA 1 50 100 0.0 0.0005 50 8050 -39 1847.705449036714 1847.517043837351 50 TCGA 1 50 100 0.0 0.0005 50 8050 -40 1846.6358413670741 1844.1618554196766 50 TCGA 1 50 100 0.0 0.0005 50 8050 -41 1845.6071130271628 1841.7504637445038 50 TCGA 1 50 100 0.0 0.0005 50 8050 -42 1844.6697436678767 1844.2480615970478 50 TCGA 1 50 100 0.0 0.0005 50 8050 -43 1843.870603792821 1840.5298078527403 50 TCGA 1 50 100 0.0 0.0005 50 8050 -44 1843.0531028750113 1839.79924340943 50 TCGA 1 50 100 0.0 0.0005 50 8050 -45 1842.085410686007 1838.9641677626414 50 TCGA 1 50 100 0.0 0.0005 50 8050 -46 1841.1329183151631 1837.0250667399498 50 TCGA 1 50 100 0.0 0.0005 50 8050 -47 1840.4329389386285 1836.5547009952104 50 TCGA 1 50 100 0.0 0.0005 50 8050 -48 1839.3920633422701 1837.2277709347518 50 TCGA 1 50 100 0.0 0.0005 50 8050 -49 1838.3214923268065 1835.3787823394316 50 TCGA 1 50 100 0.0 0.0005 50 8050 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index 62faf2b69..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0005lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3558.654874075868 3523.849010678392 50 TCGA 1 50 100 1.0 0.0005 50 9975 -1 2231.0751833221134 2271.490296943703 50 TCGA 1 50 100 1.0 0.0005 50 9975 -2 2063.1464173650884 2307.396447569881 50 TCGA 1 50 100 1.0 0.0005 50 9975 -3 2013.3864251899058 1986.7981177861966 50 TCGA 1 50 100 1.0 0.0005 50 9975 -4 1988.4807299360498 1981.457988183103 50 TCGA 1 50 100 1.0 0.0005 50 9975 -5 1972.5710612451514 1969.4653154689463 50 TCGA 1 50 100 1.0 0.0005 50 9975 -6 1960.3141839135662 1949.0238178195666 50 TCGA 1 50 100 1.0 0.0005 50 9975 -7 1948.5385679782987 1937.6161986691268 50 TCGA 1 50 100 1.0 0.0005 50 9975 -8 1936.4446445264539 1943.4115045442054 50 TCGA 1 50 100 1.0 0.0005 50 9975 -9 1929.4012726133244 1923.0695322314698 50 TCGA 1 50 100 1.0 0.0005 50 9975 -10 1923.584433496737 1912.0313849521042 50 TCGA 1 50 100 1.0 0.0005 50 9975 -11 1918.1234977135423 1908.8300787384187 50 TCGA 1 50 100 1.0 0.0005 50 9975 -12 1911.5625617777428 1905.902773143059 50 TCGA 1 50 100 1.0 0.0005 50 9975 -13 1907.2486194295934 1898.5217524389525 50 TCGA 1 50 100 1.0 0.0005 50 9975 -14 1902.1044901436842 1897.9739560841315 50 TCGA 1 50 100 1.0 0.0005 50 9975 -15 1896.6617372778726 1893.4367504024026 50 TCGA 1 50 100 1.0 0.0005 50 9975 -16 1894.9461250530846 1893.713059928549 50 TCGA 1 50 100 1.0 0.0005 50 9975 -17 1890.6983856770034 1887.9091158919598 50 TCGA 1 50 100 1.0 0.0005 50 9975 -18 1887.8798710128694 1883.0784274153973 50 TCGA 1 50 100 1.0 0.0005 50 9975 -19 1884.5793522024596 1878.9742646337154 50 TCGA 1 50 100 1.0 0.0005 50 9975 -20 1881.1763912745519 1878.119778580402 50 TCGA 1 50 100 1.0 0.0005 50 9975 -21 1878.9889430375965 1879.9821844819803 50 TCGA 1 50 100 1.0 0.0005 50 9975 -22 1876.382820811518 1872.6062017852937 50 TCGA 1 50 100 1.0 0.0005 50 9975 -23 1874.4817150417005 1871.3040182602465 50 TCGA 1 50 100 1.0 0.0005 50 9975 -24 1871.192676835859 1869.5945603260443 50 TCGA 1 50 100 1.0 0.0005 50 9975 -25 1869.6571112912818 1867.0058029404836 50 TCGA 1 50 100 1.0 0.0005 50 9975 -26 1867.491792689265 1863.9760141037218 50 TCGA 1 50 100 1.0 0.0005 50 9975 -27 1865.9081775909265 1863.2793882743797 50 TCGA 1 50 100 1.0 0.0005 50 9975 -28 1863.6747067750916 1861.4408259559516 50 TCGA 1 50 100 1.0 0.0005 50 9975 -29 1862.5951687352626 1856.9794179638427 50 TCGA 1 50 100 1.0 0.0005 50 9975 -30 1860.741485898869 1857.8246831079225 50 TCGA 1 50 100 1.0 0.0005 50 9975 -31 1858.4208214810176 1857.5762890379633 50 TCGA 1 50 100 1.0 0.0005 50 9975 -32 1856.7586436381841 1857.1132505790672 50 TCGA 1 50 100 1.0 0.0005 50 9975 -33 1855.3320175428078 1853.5231706628847 50 TCGA 1 50 100 1.0 0.0005 50 9975 -34 1854.0848411562613 1851.5343035980684 50 TCGA 1 50 100 1.0 0.0005 50 9975 -35 1852.8158757571384 1851.356953223147 50 TCGA 1 50 100 1.0 0.0005 50 9975 -36 1851.331175190887 1849.4789407241285 50 TCGA 1 50 100 1.0 0.0005 50 9975 -37 1850.1703613499258 1848.1959320528424 50 TCGA 1 50 100 1.0 0.0005 50 9975 -38 1849.2821132124689 1846.42668481568 50 TCGA 1 50 100 1.0 0.0005 50 9975 -39 1847.841470981738 1846.0742782516097 50 TCGA 1 50 100 1.0 0.0005 50 9975 -40 1846.558167968641 1844.7658611661825 50 TCGA 1 50 100 1.0 0.0005 50 9975 -41 1845.5325843665414 1845.0663927547896 50 TCGA 1 50 100 1.0 0.0005 50 9975 -42 1844.5831275937387 1845.8204308898005 50 TCGA 1 50 100 1.0 0.0005 50 9975 -43 1843.6148304488459 1842.032744901264 50 TCGA 1 50 100 1.0 0.0005 50 9975 -44 1842.699084852806 1842.258281151853 50 TCGA 1 50 100 1.0 0.0005 50 9975 -45 1841.9199194905482 1839.7796594054255 50 TCGA 1 50 100 1.0 0.0005 50 9975 -46 1841.0751994410082 1838.2101866755654 50 TCGA 1 50 100 1.0 0.0005 50 9975 -47 1839.9107931302933 1838.1919043459484 50 TCGA 1 50 100 1.0 0.0005 50 9975 -48 1839.1460675864312 1841.5630036167163 50 TCGA 1 50 100 1.0 0.0005 50 9975 -49 1838.6654526218397 1837.3206241166772 50 TCGA 1 50 100 1.0 0.0005 50 9975 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 99367ca59..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3091.335025576585 3923.1644342317054 100 TCGA 1 100 100 0.5 0.0015 50 9792 -1 2077.0080061856224 2336.8784167419126 100 TCGA 1 100 100 0.5 0.0015 50 9792 -2 2008.8537625724655 2049.4566128984766 100 TCGA 1 100 100 0.5 0.0015 50 9792 -3 1970.8819864577301 2027.7881975796954 100 TCGA 1 100 100 0.5 0.0015 50 9792 -4 1953.9401933133754 1950.7004940473853 100 TCGA 1 100 100 0.5 0.0015 50 9792 -5 1941.087467078213 1957.0094153629475 100 TCGA 1 100 100 0.5 0.0015 50 9792 -6 1928.1611571611604 1927.7933453890546 100 TCGA 1 100 100 0.5 0.0015 50 9792 -7 1922.360262370373 1917.864072560066 100 TCGA 1 100 100 0.5 0.0015 50 9792 -8 1914.3427632320459 1922.946998174466 100 TCGA 1 100 100 0.5 0.0015 50 9792 -9 1909.3091607590395 1906.3618433966708 100 TCGA 1 100 100 0.5 0.0015 50 9792 -10 1903.4426934997716 1906.92615543538 100 TCGA 1 100 100 0.5 0.0015 50 9792 -11 1897.9991197693573 1894.780351955088 100 TCGA 1 100 100 0.5 0.0015 50 9792 -12 1895.599869975156 1919.4942633087312 100 TCGA 1 100 100 0.5 0.0015 50 9792 -13 1890.3894438651514 1891.3820635158213 100 TCGA 1 100 100 0.5 0.0015 50 9792 -14 1886.3189966913073 1887.6601452084642 100 TCGA 1 100 100 0.5 0.0015 50 9792 -15 1883.2654022921913 1882.2553986975895 100 TCGA 1 100 100 0.5 0.0015 50 9792 -16 1880.8022580023842 1885.245352126845 100 TCGA 1 100 100 0.5 0.0015 50 9792 -17 1878.380977521186 1878.736349594653 100 TCGA 1 100 100 0.5 0.0015 50 9792 -18 1876.039368118608 1877.8440610032585 100 TCGA 1 100 100 0.5 0.0015 50 9792 -19 1873.533264480354 1871.6844948620053 100 TCGA 1 100 100 0.5 0.0015 50 9792 -20 1872.2178937637561 1870.996209686126 100 TCGA 1 100 100 0.5 0.0015 50 9792 -21 1869.7013021887035 1870.0972219495918 100 TCGA 1 100 100 0.5 0.0015 50 9792 -22 1867.0123497713541 1867.0825716718357 100 TCGA 1 100 100 0.5 0.0015 50 9792 -23 1864.817886722129 1865.6848438972204 100 TCGA 1 100 100 0.5 0.0015 50 9792 -24 1863.965429126132 1863.7998341315954 100 TCGA 1 100 100 0.5 0.0015 50 9792 -25 1862.0795893668596 1863.0902007596576 100 TCGA 1 100 100 0.5 0.0015 50 9792 -26 1859.921776133811 1860.424412712979 100 TCGA 1 100 100 0.5 0.0015 50 9792 -27 1858.6543905090202 1858.1293951446687 100 TCGA 1 100 100 0.5 0.0015 50 9792 -28 1857.7160220916335 1857.6279223264762 100 TCGA 1 100 100 0.5 0.0015 50 9792 -29 1856.024902098492 1856.0402071392116 100 TCGA 1 100 100 0.5 0.0015 50 9792 -30 1855.0333104117105 1856.321168219025 100 TCGA 1 100 100 0.5 0.0015 50 9792 -31 1853.740738843272 1856.2078624322785 100 TCGA 1 100 100 0.5 0.0015 50 9792 -32 1852.1433725017484 1854.126466684006 100 TCGA 1 100 100 0.5 0.0015 50 9792 -33 1851.4403726922865 1851.5665412021042 100 TCGA 1 100 100 0.5 0.0015 50 9792 -34 1850.1667304019309 1852.043487088764 100 TCGA 1 100 100 0.5 0.0015 50 9792 -35 1849.2800786754678 1849.0469148722127 100 TCGA 1 100 100 0.5 0.0015 50 9792 -36 1848.550670420675 1848.5433104241913 100 TCGA 1 100 100 0.5 0.0015 50 9792 -37 1847.7034614802285 1848.3058413404915 100 TCGA 1 100 100 0.5 0.0015 50 9792 -38 1846.7267495636588 1847.3652024772298 100 TCGA 1 100 100 0.5 0.0015 50 9792 -39 1845.7963566337796 1846.459757895925 100 TCGA 1 100 100 0.5 0.0015 50 9792 -40 1844.6533801418047 1845.6460470074985 100 TCGA 1 100 100 0.5 0.0015 50 9792 -41 1843.7418538402376 1844.4222786294756 100 TCGA 1 100 100 0.5 0.0015 50 9792 -42 1842.9357453022756 1844.4794872801508 100 TCGA 1 100 100 0.5 0.0015 50 9792 -43 1842.2006318988326 1843.092873424741 100 TCGA 1 100 100 0.5 0.0015 50 9792 -44 1841.5979214828053 1841.3079116284548 100 TCGA 1 100 100 0.5 0.0015 50 9792 -45 1840.906354261863 1841.0787316710505 100 TCGA 1 100 100 0.5 0.0015 50 9792 -46 1839.8853789469083 1842.8359148035097 100 TCGA 1 100 100 0.5 0.0015 50 9792 -47 1839.550891057417 1840.7311686606863 100 TCGA 1 100 100 0.5 0.0015 50 9792 -48 1838.9408022615178 1840.4545125529994 100 TCGA 1 100 100 0.5 0.0015 50 9792 -49 1838.2856904081048 1838.0516768412374 100 TCGA 1 100 100 0.5 0.0015 50 9792 -50 1837.909662109811 1839.8410116991206 100 TCGA 1 100 100 0.5 0.0015 50 9792 -51 1836.942774121497 1837.7058663679727 100 TCGA 1 100 100 0.5 0.0015 50 9792 -52 1836.312567800187 1837.744625225738 100 TCGA 1 100 100 0.5 0.0015 50 9792 -53 1835.793679752684 1836.7847201093357 100 TCGA 1 100 100 0.5 0.0015 50 9792 -54 1835.3099870465671 1836.2723597234217 100 TCGA 1 100 100 0.5 0.0015 50 9792 -55 1834.7262132391093 1836.3325508156015 100 TCGA 1 100 100 0.5 0.0015 50 9792 -56 1834.3784365265985 1836.532290971459 100 TCGA 1 100 100 0.5 0.0015 50 9792 -57 1833.8996070395997 1835.0678667998195 100 TCGA 1 100 100 0.5 0.0015 50 9792 -58 1833.4149734151324 1834.5442244179883 100 TCGA 1 100 100 0.5 0.0015 50 9792 -59 1832.9993768950262 1834.0080640016488 100 TCGA 1 100 100 0.5 0.0015 50 9792 -60 1832.2792573339746 1833.3673451485945 100 TCGA 1 100 100 0.5 0.0015 50 9792 -61 1832.1665185808483 1833.625960613615 100 TCGA 1 100 100 0.5 0.0015 50 9792 -62 1831.7669613831063 1834.217584504554 100 TCGA 1 100 100 0.5 0.0015 50 9792 -63 1831.410089498972 1832.8012045088724 100 TCGA 1 100 100 0.5 0.0015 50 9792 -64 1830.7875646145592 1832.9139864360866 100 TCGA 1 100 100 0.5 0.0015 50 9792 -65 1830.6515815837906 1833.1795157427764 100 TCGA 1 100 100 0.5 0.0015 50 9792 -66 1830.2779429150767 1832.309431066465 100 TCGA 1 100 100 0.5 0.0015 50 9792 -67 1829.879678294653 1830.8031355508008 100 TCGA 1 100 100 0.5 0.0015 50 9792 -68 1829.5951521939792 1831.270710854075 100 TCGA 1 100 100 0.5 0.0015 50 9792 -69 1829.2492812308153 1830.4996834759736 100 TCGA 1 100 100 0.5 0.0015 50 9792 -70 1828.8009806719326 1830.7139358903894 100 TCGA 1 100 100 0.5 0.0015 50 9792 -71 1828.7290463631196 1829.6451508028424 100 TCGA 1 100 100 0.5 0.0015 50 9792 -72 1828.2753530051616 1829.5858203370367 100 TCGA 1 100 100 0.5 0.0015 50 9792 -73 1827.9498983869223 1829.0481558181532 100 TCGA 1 100 100 0.5 0.0015 50 9792 -74 1827.6090273332857 1829.1751623105763 100 TCGA 1 100 100 0.5 0.0015 50 9792 -75 1827.3673852051272 1828.391548195077 100 TCGA 1 100 100 0.5 0.0015 50 9792 -76 1827.1436317393604 1828.8812421482412 100 TCGA 1 100 100 0.5 0.0015 50 9792 -77 1826.8012678961973 1827.9531096645337 100 TCGA 1 100 100 0.5 0.0015 50 9792 -78 1826.6065883932401 1827.548550246349 100 TCGA 1 100 100 0.5 0.0015 50 9792 -79 1826.373507196848 1826.97719677489 100 TCGA 1 100 100 0.5 0.0015 50 9792 -80 1826.1974571033013 1827.8465643647928 100 TCGA 1 100 100 0.5 0.0015 50 9792 -81 1826.1591321483415 1827.5997976945273 100 TCGA 1 100 100 0.5 0.0015 50 9792 -82 1825.638736514085 1827.6426345595164 100 TCGA 1 100 100 0.5 0.0015 50 9792 -83 1825.5098439440262 1826.743187372409 100 TCGA 1 100 100 0.5 0.0015 50 9792 -84 1825.3044889228447 1828.1010736053313 100 TCGA 1 100 100 0.5 0.0015 50 9792 -85 1825.0861373170703 1828.1295454322394 100 TCGA 1 100 100 0.5 0.0015 50 9792 -86 1825.0632431314705 1826.178347180237 100 TCGA 1 100 100 0.5 0.0015 50 9792 -87 1824.9262141438385 1825.707116515193 100 TCGA 1 100 100 0.5 0.0015 50 9792 -88 1824.4668715151577 1826.1222322550252 100 TCGA 1 100 100 0.5 0.0015 50 9792 -89 1824.616916326503 1827.245257660372 100 TCGA 1 100 100 0.5 0.0015 50 9792 -90 1824.1543887104622 1825.4036920442054 100 TCGA 1 100 100 0.5 0.0015 50 9792 -91 1823.868043559113 1825.286296595281 100 TCGA 1 100 100 0.5 0.0015 50 9792 -92 1823.8114398045523 1825.3069479477465 100 TCGA 1 100 100 0.5 0.0015 50 9792 -93 1823.9460594465936 1824.8502031642588 100 TCGA 1 100 100 0.5 0.0015 50 9792 -94 1823.549345046924 1824.9271583748823 100 TCGA 1 100 100 0.5 0.0015 50 9792 -95 1823.4909054823972 1825.1721749617227 100 TCGA 1 100 100 0.5 0.0015 50 9792 -96 1823.4342853500582 1824.3555190503298 100 TCGA 1 100 100 0.5 0.0015 50 9792 -97 1823.294183934822 1825.1221267470164 100 TCGA 1 100 100 0.5 0.0015 50 9792 -98 1822.9867473525226 1826.160918729389 100 TCGA 1 100 100 0.5 0.0015 50 9792 -99 1822.975216483708 1824.1264998086133 100 TCGA 1 100 100 0.5 0.0015 50 9792 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index bdca12119..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3093.7454571422154 4435.830900105999 100 TCGA 1 100 100 0.0 0.0015 50 400 -1 2083.63243273175 2552.258103260443 100 TCGA 1 100 100 0.0 0.0015 50 400 -2 2005.9243117599751 2096.1940930237124 100 TCGA 1 100 100 0.0 0.0015 50 400 -3 1976.062376703398 2029.935910632263 100 TCGA 1 100 100 0.0 0.0015 50 400 -4 1952.3575041726547 1992.4706669332993 100 TCGA 1 100 100 0.0 0.0015 50 400 -5 1940.812476836753 1949.7168410411432 100 TCGA 1 100 100 0.0 0.0015 50 400 -6 1928.7005845913066 1928.2434904012248 100 TCGA 1 100 100 0.0 0.0015 50 400 -7 1920.1330532206398 1934.5775348912532 100 TCGA 1 100 100 0.0 0.0015 50 400 -8 1913.2082093463757 1916.103148187225 100 TCGA 1 100 100 0.0 0.0015 50 400 -9 1907.3474308852306 1909.8277041948022 100 TCGA 1 100 100 0.0 0.0015 50 400 -10 1902.745059184004 1901.7993495308574 100 TCGA 1 100 100 0.0 0.0015 50 400 -11 1898.1980222456555 1901.4647026637092 100 TCGA 1 100 100 0.0 0.0015 50 400 -12 1894.988032272344 1899.2152344976837 100 TCGA 1 100 100 0.0 0.0015 50 400 -13 1890.2273024976193 1889.8693307847832 100 TCGA 1 100 100 0.0 0.0015 50 400 -14 1886.6612546103038 1889.005321406839 100 TCGA 1 100 100 0.0 0.0015 50 400 -15 1883.5850972463968 1884.187631885011 100 TCGA 1 100 100 0.0 0.0015 50 400 -16 1880.324660554876 1881.9637451171875 100 TCGA 1 100 100 0.0 0.0015 50 400 -17 1878.422903461799 1877.4179411461605 100 TCGA 1 100 100 0.0 0.0015 50 400 -18 1876.1670479836748 1878.4231355753377 100 TCGA 1 100 100 0.0 0.0015 50 400 -19 1873.0626745555055 1876.1548998655387 100 TCGA 1 100 100 0.0 0.0015 50 400 -20 1871.948812807281 1872.6005564934046 100 TCGA 1 100 100 0.0 0.0015 50 400 -21 1869.0383993771104 1873.2896053755103 100 TCGA 1 100 100 0.0 0.0015 50 400 -22 1867.2685856444984 1874.1371101111024 100 TCGA 1 100 100 0.0 0.0015 50 400 -23 1865.6224910796973 1865.382164116481 100 TCGA 1 100 100 0.0 0.0015 50 400 -24 1863.95802765114 1864.616228726641 100 TCGA 1 100 100 0.0 0.0015 50 400 -25 1862.0193711647114 1863.2624683475974 100 TCGA 1 100 100 0.0 0.0015 50 400 -26 1860.8932210958646 1862.0169199267823 100 TCGA 1 100 100 0.0 0.0015 50 400 -27 1858.567428484973 1860.1646446343043 100 TCGA 1 100 100 0.0 0.0015 50 400 -28 1858.0210131936765 1863.6227818781408 100 TCGA 1 100 100 0.0 0.0015 50 400 -29 1856.2601711453306 1858.8227692417163 100 TCGA 1 100 100 0.0 0.0015 50 400 -30 1855.436766092952 1857.6951051644944 100 TCGA 1 100 100 0.0 0.0015 50 400 -31 1853.6528920921874 1857.8017302086605 100 TCGA 1 100 100 0.0 0.0015 50 400 -32 1852.43733941057 1854.9553836074906 100 TCGA 1 100 100 0.0 0.0015 50 400 -33 1851.462728359641 1853.702701127709 100 TCGA 1 100 100 0.0 0.0015 50 400 -34 1850.6083603271456 1852.655143392745 100 TCGA 1 100 100 0.0 0.0015 50 400 -35 1849.4317088066994 1849.9659442230684 100 TCGA 1 100 100 0.0 0.0015 50 400 -36 1847.9703712365447 1852.920042718475 100 TCGA 1 100 100 0.0 0.0015 50 400 -37 1847.267187783409 1848.760049024419 100 TCGA 1 100 100 0.0 0.0015 50 400 -38 1846.4383345854203 1852.6134223362908 100 TCGA 1 100 100 0.0 0.0015 50 400 -39 1845.3587869124055 1847.7527186714824 100 TCGA 1 100 100 0.0 0.0015 50 400 -40 1845.0786777840806 1847.217242216944 100 TCGA 1 100 100 0.0 0.0015 50 400 -41 1843.7725973145239 1846.736361863026 100 TCGA 1 100 100 0.0 0.0015 50 400 -42 1843.3733948278486 1844.813100536864 100 TCGA 1 100 100 0.0 0.0015 50 400 -43 1842.3128967727982 1845.6024715864478 100 TCGA 1 100 100 0.0 0.0015 50 400 -44 1841.4639242644662 1843.6976999254082 100 TCGA 1 100 100 0.0 0.0015 50 400 -45 1840.9062754250701 1844.9918636149498 100 TCGA 1 100 100 0.0 0.0015 50 400 -46 1840.3229743794866 1841.601856327536 100 TCGA 1 100 100 0.0 0.0015 50 400 -47 1839.3025143786538 1841.7740276087468 100 TCGA 1 100 100 0.0 0.0015 50 400 -48 1838.8691697153133 1840.8104517951083 100 TCGA 1 100 100 0.0 0.0015 50 400 -49 1838.0152503140391 1842.6186621584484 100 TCGA 1 100 100 0.0 0.0015 50 400 -50 1837.644421347205 1839.2548122693545 100 TCGA 1 100 100 0.0 0.0015 50 400 -51 1837.2098994322662 1840.2722486946452 100 TCGA 1 100 100 0.0 0.0015 50 400 -52 1836.1521085885397 1838.5095092160018 100 TCGA 1 100 100 0.0 0.0015 50 400 -53 1835.7817328310741 1843.0695721036825 100 TCGA 1 100 100 0.0 0.0015 50 400 -54 1835.2409577359576 1837.216054025008 100 TCGA 1 100 100 0.0 0.0015 50 400 -55 1834.8476245299769 1836.802878528384 100 TCGA 1 100 100 0.0 0.0015 50 400 -56 1834.3936157430944 1836.0806424701634 100 TCGA 1 100 100 0.0 0.0015 50 400 -57 1833.919479974746 1836.1518235709798 100 TCGA 1 100 100 0.0 0.0015 50 400 -58 1833.1258938969586 1835.3442732461133 100 TCGA 1 100 100 0.0 0.0015 50 400 -59 1832.7155248584697 1836.0711461359533 100 TCGA 1 100 100 0.0 0.0015 50 400 -60 1832.4148137658578 1835.4165756762327 100 TCGA 1 100 100 0.0 0.0015 50 400 -61 1832.1427621365606 1835.5711798739792 100 TCGA 1 100 100 0.0 0.0015 50 400 -62 1831.6543923484546 1833.856620136817 100 TCGA 1 100 100 0.0 0.0015 50 400 -63 1831.1641440210046 1833.755055796561 100 TCGA 1 100 100 0.0 0.0015 50 400 -64 1830.899175808065 1833.0801468278894 100 TCGA 1 100 100 0.0 0.0015 50 400 -65 1830.4846788064247 1832.1728092366127 100 TCGA 1 100 100 0.0 0.0015 50 400 -66 1830.0293719239207 1832.278420299741 100 TCGA 1 100 100 0.0 0.0015 50 400 -67 1829.953612191215 1832.153151008951 100 TCGA 1 100 100 0.0 0.0015 50 400 -68 1829.5677550050054 1832.1496551360317 100 TCGA 1 100 100 0.0 0.0015 50 400 -69 1829.2290465811266 1831.5551635128768 100 TCGA 1 100 100 0.0 0.0015 50 400 -70 1828.6839301484758 1831.0463842650754 100 TCGA 1 100 100 0.0 0.0015 50 400 -71 1828.4399588195618 1831.5285718141488 100 TCGA 1 100 100 0.0 0.0015 50 400 -72 1828.1960437637126 1830.2983852367306 100 TCGA 1 100 100 0.0 0.0015 50 400 -73 1827.746945775983 1831.6942745956344 100 TCGA 1 100 100 0.0 0.0015 50 400 -74 1827.5247274067322 1830.1028058996153 100 TCGA 1 100 100 0.0 0.0015 50 400 -75 1827.3921876471547 1829.0385325062814 100 TCGA 1 100 100 0.0 0.0015 50 400 -76 1827.0953638243054 1829.4722274703597 100 TCGA 1 100 100 0.0 0.0015 50 400 -77 1826.7769944618583 1829.6350183534862 100 TCGA 1 100 100 0.0 0.0015 50 400 -78 1826.503869570317 1828.724570116206 100 TCGA 1 100 100 0.0 0.0015 50 400 -79 1826.3452096252067 1829.456890777128 100 TCGA 1 100 100 0.0 0.0015 50 400 -80 1825.9895286589865 1827.9041054883794 100 TCGA 1 100 100 0.0 0.0015 50 400 -81 1826.0161287597493 1829.0548807268765 100 TCGA 1 100 100 0.0 0.0015 50 400 -82 1825.7402933595276 1829.9722237898477 100 TCGA 1 100 100 0.0 0.0015 50 400 -83 1825.4512070558849 1828.5373970683495 100 TCGA 1 100 100 0.0 0.0015 50 400 -84 1825.400829241523 1827.6734220418498 100 TCGA 1 100 100 0.0 0.0015 50 400 -85 1825.105594431054 1828.0282497693545 100 TCGA 1 100 100 0.0 0.0015 50 400 -86 1824.902032585838 1827.2054253199592 100 TCGA 1 100 100 0.0 0.0015 50 400 -87 1824.7250849573404 1827.319916844967 100 TCGA 1 100 100 0.0 0.0015 50 400 -88 1824.5723056974175 1827.1719651725423 100 TCGA 1 100 100 0.0 0.0015 50 400 -89 1824.3128224460258 1826.7789318909 100 TCGA 1 100 100 0.0 0.0015 50 400 -90 1824.2038186302486 1826.5656315022377 100 TCGA 1 100 100 0.0 0.0015 50 400 -91 1824.0868361658625 1826.2010430570822 100 TCGA 1 100 100 0.0 0.0015 50 400 -92 1823.8879158402383 1826.2895440336447 100 TCGA 1 100 100 0.0 0.0015 50 400 -93 1823.6468884646592 1825.5939186901303 100 TCGA 1 100 100 0.0 0.0015 50 400 -94 1823.4739454482094 1827.1167194615657 100 TCGA 1 100 100 0.0 0.0015 50 400 -95 1823.4048232121024 1826.5003772524733 100 TCGA 1 100 100 0.0 0.0015 50 400 -96 1823.2346662165185 1826.271190547464 100 TCGA 1 100 100 0.0 0.0015 50 400 -97 1823.1399321872777 1825.5931236995525 100 TCGA 1 100 100 0.0 0.0015 50 400 -98 1822.9216189643664 1825.9701301919756 100 TCGA 1 100 100 0.0 0.0015 50 400 -99 1822.876746590588 1825.8346941003847 100 TCGA 1 100 100 0.0 0.0015 50 400 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index 613def98d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3088.790736548748 3765.09744646082 100 TCGA 1 100 100 1.0 0.0015 50 7132 -1 2081.8619093044967 2315.11258317957 100 TCGA 1 100 100 1.0 0.0015 50 7132 -2 2003.3843007386297 2115.791851101209 100 TCGA 1 100 100 1.0 0.0015 50 7132 -3 1969.2404833935323 2012.341921398987 100 TCGA 1 100 100 1.0 0.0015 50 7132 -4 1953.986364954563 1998.5123542517274 100 TCGA 1 100 100 1.0 0.0015 50 7132 -5 1939.7630339591733 1969.5252139604272 100 TCGA 1 100 100 1.0 0.0015 50 7132 -6 1928.2417612417505 1936.9391120642274 100 TCGA 1 100 100 1.0 0.0015 50 7132 -7 1921.756535155923 1951.6270230547268 100 TCGA 1 100 100 1.0 0.0015 50 7132 -8 1914.6132767127287 1919.5707977141567 100 TCGA 1 100 100 1.0 0.0015 50 7132 -9 1907.5842758776528 1908.6742618119897 100 TCGA 1 100 100 1.0 0.0015 50 7132 -10 1900.8628117309802 1897.2095407457207 100 TCGA 1 100 100 1.0 0.0015 50 7132 -11 1898.1670198607676 1903.4993301468278 100 TCGA 1 100 100 1.0 0.0015 50 7132 -12 1893.4828603552687 1891.9605584072708 100 TCGA 1 100 100 1.0 0.0015 50 7132 -13 1889.9206547465144 1898.3830400783213 100 TCGA 1 100 100 1.0 0.0015 50 7132 -14 1885.3644747431224 1884.0034615214745 100 TCGA 1 100 100 1.0 0.0015 50 7132 -15 1884.0036923305997 1896.0739948521907 100 TCGA 1 100 100 1.0 0.0015 50 7132 -16 1880.5866283370337 1880.2385260040437 100 TCGA 1 100 100 1.0 0.0015 50 7132 -17 1878.6611729802958 1876.424236048406 100 TCGA 1 100 100 1.0 0.0015 50 7132 -18 1876.0018384669265 1877.6586012337077 100 TCGA 1 100 100 1.0 0.0015 50 7132 -19 1873.59681470198 1874.4805319321215 100 TCGA 1 100 100 1.0 0.0015 50 7132 -20 1871.0671721495798 1869.801267690994 100 TCGA 1 100 100 1.0 0.0015 50 7132 -21 1869.9392236317224 1866.3481494385992 100 TCGA 1 100 100 1.0 0.0015 50 7132 -22 1867.2267085919623 1866.5583005358826 100 TCGA 1 100 100 1.0 0.0015 50 7132 -23 1866.0730089199758 1865.302370617737 100 TCGA 1 100 100 1.0 0.0015 50 7132 -24 1864.000105529029 1862.1461230714117 100 TCGA 1 100 100 1.0 0.0015 50 7132 -25 1863.0632311955856 1862.0457407889055 100 TCGA 1 100 100 1.0 0.0015 50 7132 -26 1860.3775454364807 1857.9745302439935 100 TCGA 1 100 100 1.0 0.0015 50 7132 -27 1859.0143891862626 1858.1673547179255 100 TCGA 1 100 100 1.0 0.0015 50 7132 -28 1857.981229812549 1858.6540754308653 100 TCGA 1 100 100 1.0 0.0015 50 7132 -29 1856.1818422270028 1856.5174278374293 100 TCGA 1 100 100 1.0 0.0015 50 7132 -30 1855.212834324684 1857.717980159587 100 TCGA 1 100 100 1.0 0.0015 50 7132 -31 1854.2224585721237 1857.0382957266802 100 TCGA 1 100 100 1.0 0.0015 50 7132 -32 1853.0786577274337 1850.790397298995 100 TCGA 1 100 100 1.0 0.0015 50 7132 -33 1851.5152565681158 1852.073172871192 100 TCGA 1 100 100 1.0 0.0015 50 7132 -34 1850.7976744862883 1850.8103910666614 100 TCGA 1 100 100 1.0 0.0015 50 7132 -35 1849.5221531388217 1847.6869693928627 100 TCGA 1 100 100 1.0 0.0015 50 7132 -36 1848.5453084150931 1847.4207223863457 100 TCGA 1 100 100 1.0 0.0015 50 7132 -37 1847.8528224171398 1847.8384101906015 100 TCGA 1 100 100 1.0 0.0015 50 7132 -38 1846.8432561459451 1845.7435284331816 100 TCGA 1 100 100 1.0 0.0015 50 7132 -39 1845.7336233526298 1844.420688034901 100 TCGA 1 100 100 1.0 0.0015 50 7132 -40 1844.9942208379623 1845.2129059604663 100 TCGA 1 100 100 1.0 0.0015 50 7132 -41 1844.2397851170088 1842.2890526853016 100 TCGA 1 100 100 1.0 0.0015 50 7132 -42 1843.6313350527184 1844.031959111966 100 TCGA 1 100 100 1.0 0.0015 50 7132 -43 1842.7114289423519 1841.3588996005417 100 TCGA 1 100 100 1.0 0.0015 50 7132 -44 1842.0877594801448 1840.6456403109296 100 TCGA 1 100 100 1.0 0.0015 50 7132 -45 1841.1710764266163 1839.9411026077653 100 TCGA 1 100 100 1.0 0.0015 50 7132 -46 1840.2447359204518 1841.741827423249 100 TCGA 1 100 100 1.0 0.0015 50 7132 -47 1839.6724118559418 1839.3699859159076 100 TCGA 1 100 100 1.0 0.0015 50 7132 -48 1838.9510847403144 1838.847333591787 100 TCGA 1 100 100 1.0 0.0015 50 7132 -49 1838.4304914009306 1840.073345855253 100 TCGA 1 100 100 1.0 0.0015 50 7132 -50 1837.984980623535 1837.1842286383087 100 TCGA 1 100 100 1.0 0.0015 50 7132 -51 1837.3568145891613 1837.515245293852 100 TCGA 1 100 100 1.0 0.0015 50 7132 -52 1836.7217464521536 1836.3243849864557 100 TCGA 1 100 100 1.0 0.0015 50 7132 -53 1836.1392398514456 1835.3372538964354 100 TCGA 1 100 100 1.0 0.0015 50 7132 -54 1835.3727097543758 1834.228145120132 100 TCGA 1 100 100 1.0 0.0015 50 7132 -55 1835.0682542819852 1836.3401713155622 100 TCGA 1 100 100 1.0 0.0015 50 7132 -56 1834.5342522838416 1833.941654071137 100 TCGA 1 100 100 1.0 0.0015 50 7132 -57 1834.2822290559554 1833.3570771337154 100 TCGA 1 100 100 1.0 0.0015 50 7132 -58 1833.9438488280377 1833.1032119827653 100 TCGA 1 100 100 1.0 0.0015 50 7132 -59 1833.2092469235938 1833.079335275008 100 TCGA 1 100 100 1.0 0.0015 50 7132 -60 1832.5848081145705 1831.9541132174545 100 TCGA 1 100 100 1.0 0.0015 50 7132 -61 1832.1224724809724 1832.092082114675 100 TCGA 1 100 100 1.0 0.0015 50 7132 -62 1832.241884674607 1831.4074645689384 100 TCGA 1 100 100 1.0 0.0015 50 7132 -63 1831.6859133720718 1830.8279029424466 100 TCGA 1 100 100 1.0 0.0015 50 7132 -64 1831.1651981667571 1831.1024016567212 100 TCGA 1 100 100 1.0 0.0015 50 7132 -65 1830.9576903397597 1831.063519501806 100 TCGA 1 100 100 1.0 0.0015 50 7132 -66 1830.4665910082347 1829.975637464667 100 TCGA 1 100 100 1.0 0.0015 50 7132 -67 1830.160039588987 1829.7163392646828 100 TCGA 1 100 100 1.0 0.0015 50 7132 -68 1829.7629382813373 1828.510157599521 100 TCGA 1 100 100 1.0 0.0015 50 7132 -69 1829.5329263650729 1828.983665888034 100 TCGA 1 100 100 1.0 0.0015 50 7132 -70 1829.0440103739736 1828.142469549898 100 TCGA 1 100 100 1.0 0.0015 50 7132 -71 1828.938096290109 1828.1251582620132 100 TCGA 1 100 100 1.0 0.0015 50 7132 -72 1828.5257753120334 1828.0706842317054 100 TCGA 1 100 100 1.0 0.0015 50 7132 -73 1828.353981274395 1827.3186826466315 100 TCGA 1 100 100 1.0 0.0015 50 7132 -74 1827.8287717314859 1827.3232605900596 100 TCGA 1 100 100 1.0 0.0015 50 7132 -75 1827.731469620284 1826.6650893628298 100 TCGA 1 100 100 1.0 0.0015 50 7132 -76 1827.1815018362731 1827.042262705127 100 TCGA 1 100 100 1.0 0.0015 50 7132 -77 1827.0211103021838 1828.3161590422817 100 TCGA 1 100 100 1.0 0.0015 50 7132 -78 1826.93827148601 1826.5498605085977 100 TCGA 1 100 100 1.0 0.0015 50 7132 -79 1826.618701231827 1826.5946253484217 100 TCGA 1 100 100 1.0 0.0015 50 7132 -80 1826.4129599566863 1825.8786664033055 100 TCGA 1 100 100 1.0 0.0015 50 7132 -81 1826.071200892281 1827.0149036196608 100 TCGA 1 100 100 1.0 0.0015 50 7132 -82 1826.004563432198 1826.3395057563207 100 TCGA 1 100 100 1.0 0.0015 50 7132 -83 1825.7743860622218 1825.3830241294363 100 TCGA 1 100 100 1.0 0.0015 50 7132 -84 1825.5849654883968 1825.655148913513 100 TCGA 1 100 100 1.0 0.0015 50 7132 -85 1825.5842984822568 1825.0576270021984 100 TCGA 1 100 100 1.0 0.0015 50 7132 -86 1825.220827934026 1825.6511009638034 100 TCGA 1 100 100 1.0 0.0015 50 7132 -87 1824.9610991522143 1825.8069675771435 100 TCGA 1 100 100 1.0 0.0015 50 7132 -88 1824.878943951591 1824.218200990303 100 TCGA 1 100 100 1.0 0.0015 50 7132 -89 1824.8249725229387 1824.553265595556 100 TCGA 1 100 100 1.0 0.0015 50 7132 -90 1824.4329137724417 1823.9174283281643 100 TCGA 1 100 100 1.0 0.0015 50 7132 -91 1824.2185515045974 1824.0665442691975 100 TCGA 1 100 100 1.0 0.0015 50 7132 -92 1824.1781997655116 1824.0250704204616 100 TCGA 1 100 100 1.0 0.0015 50 7132 -93 1824.0290718508666 1824.0606658782192 100 TCGA 1 100 100 1.0 0.0015 50 7132 -94 1823.6597252092213 1823.3427452202418 100 TCGA 1 100 100 1.0 0.0015 50 7132 -95 1823.5365674640202 1823.852658679138 100 TCGA 1 100 100 1.0 0.0015 50 7132 -96 1823.4246909832073 1823.1040713823022 100 TCGA 1 100 100 1.0 0.0015 50 7132 -97 1823.4587140190295 1822.8136740833072 100 TCGA 1 100 100 1.0 0.0015 50 7132 -98 1823.484738158839 1823.441652230881 100 TCGA 1 100 100 1.0 0.0015 50 7132 -99 1823.1562167811785 1822.7105209887327 100 TCGA 1 100 100 1.0 0.0015 50 7132 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index d59a759df..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3082.2894794929507 3696.396342061872 100 TCGA 1 50 100 0.5 0.0015 50 1189 -1 2082.649482080694 2680.77680516842 100 TCGA 1 50 100 0.5 0.0015 50 1189 -2 2007.9513018616929 2149.4671771945664 100 TCGA 1 50 100 0.5 0.0015 50 1189 -3 1975.3829092133697 1993.7047186616678 100 TCGA 1 50 100 0.5 0.0015 50 1189 -4 1954.803993024974 1980.3047028354663 100 TCGA 1 50 100 0.5 0.0015 50 1189 -5 1941.2013757524512 1940.240492624254 100 TCGA 1 50 100 0.5 0.0015 50 1189 -6 1930.844894564169 1937.0901400312107 100 TCGA 1 50 100 0.5 0.0015 50 1189 -7 1921.5302516504223 1915.6846518971813 100 TCGA 1 50 100 0.5 0.0015 50 1189 -8 1914.9989454454842 1909.585475595752 100 TCGA 1 50 100 0.5 0.0015 50 1189 -9 1908.69603128281 1897.5352973362908 100 TCGA 1 50 100 0.5 0.0015 50 1189 -10 1902.7268672874561 1894.7487394246623 100 TCGA 1 50 100 0.5 0.0015 50 1189 -11 1897.582388236515 1895.032504441151 100 TCGA 1 50 100 0.5 0.0015 50 1189 -12 1895.1308178174095 1889.0048754514762 100 TCGA 1 50 100 0.5 0.0015 50 1189 -13 1890.7453398544324 1884.4922328929806 100 TCGA 1 50 100 0.5 0.0015 50 1189 -14 1888.41896592779 1879.4514472999765 100 TCGA 1 50 100 0.5 0.0015 50 1189 -15 1884.5730534070358 1876.2517255466787 100 TCGA 1 50 100 0.5 0.0015 50 1189 -16 1882.069306302169 1880.5088528580402 100 TCGA 1 50 100 0.5 0.0015 50 1189 -17 1878.2562558207878 1874.699288066308 100 TCGA 1 50 100 0.5 0.0015 50 1189 -18 1875.6397103923734 1871.1845052901224 100 TCGA 1 50 100 0.5 0.0015 50 1189 -19 1874.2789136867648 1869.03260074788 100 TCGA 1 50 100 0.5 0.0015 50 1189 -20 1872.1970929634306 1865.0759663797503 100 TCGA 1 50 100 0.5 0.0015 50 1189 -21 1869.8768182740253 1863.5534373527796 100 TCGA 1 50 100 0.5 0.0015 50 1189 -22 1867.9543541236467 1860.7065147514918 100 TCGA 1 50 100 0.5 0.0015 50 1189 -23 1865.9751150014345 1859.666072672935 100 TCGA 1 50 100 0.5 0.0015 50 1189 -24 1863.732856458393 1858.0500868600816 100 TCGA 1 50 100 0.5 0.0015 50 1189 -25 1862.5457565285476 1857.8573194340845 100 TCGA 1 50 100 0.5 0.0015 50 1189 -26 1860.759477147195 1855.4442353368404 100 TCGA 1 50 100 0.5 0.0015 50 1189 -27 1859.94175703694 1854.068104806258 100 TCGA 1 50 100 0.5 0.0015 50 1189 -28 1858.2993106018127 1851.8907538179178 100 TCGA 1 50 100 0.5 0.0015 50 1189 -29 1857.0937539786282 1849.7391909498665 100 TCGA 1 50 100 0.5 0.0015 50 1189 -30 1855.759201109416 1851.642184310223 100 TCGA 1 50 100 0.5 0.0015 50 1189 -31 1854.6829620882502 1850.6305765889997 100 TCGA 1 50 100 0.5 0.0015 50 1189 -32 1852.8381339208477 1849.2390443428078 100 TCGA 1 50 100 0.5 0.0015 50 1189 -33 1851.5374270657474 1846.8596412236966 100 TCGA 1 50 100 0.5 0.0015 50 1189 -34 1851.5248368598877 1844.8642087390076 100 TCGA 1 50 100 0.5 0.0015 50 1189 -35 1849.7817006069097 1844.752539553235 100 TCGA 1 50 100 0.5 0.0015 50 1189 -36 1848.8211747178118 1844.4973334691033 100 TCGA 1 50 100 0.5 0.0015 50 1189 -37 1847.966735833031 1843.0732716315954 100 TCGA 1 50 100 0.5 0.0015 50 1189 -38 1847.006171506568 1841.5615399998037 100 TCGA 1 50 100 0.5 0.0015 50 1189 -39 1845.9825744254206 1840.1236823767274 100 TCGA 1 50 100 0.5 0.0015 50 1189 -40 1845.3955884887273 1840.0082468004082 100 TCGA 1 50 100 0.5 0.0015 50 1189 -41 1844.4971336571682 1840.7308153315405 100 TCGA 1 50 100 0.5 0.0015 50 1189 -42 1843.5407367803805 1838.3012063491285 100 TCGA 1 50 100 0.5 0.0015 50 1189 -43 1842.9000397018056 1838.5811994543028 100 TCGA 1 50 100 0.5 0.0015 50 1189 -44 1842.2054148096101 1837.5778458945117 100 TCGA 1 50 100 0.5 0.0015 50 1189 -45 1841.4822799387966 1836.0325265242227 100 TCGA 1 50 100 0.5 0.0015 50 1189 -46 1840.7855425448354 1835.427135678392 100 TCGA 1 50 100 0.5 0.0015 50 1189 -47 1839.9424120390677 1834.5380264358903 100 TCGA 1 50 100 0.5 0.0015 50 1189 -48 1839.465805092884 1834.7337824375786 100 TCGA 1 50 100 0.5 0.0015 50 1189 -49 1838.65723152216 1833.0262365293263 100 TCGA 1 50 100 0.5 0.0015 50 1189 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index 728d111bc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3111.528790090403 3365.076182916536 100 TCGA 1 50 100 0.0 0.0015 50 5142 -1 2076.691275663788 2902.799163051586 100 TCGA 1 50 100 0.0 0.0015 50 5142 -2 2006.0017203343662 2275.719933898006 100 TCGA 1 50 100 0.0 0.0015 50 5142 -3 1974.2177420444873 1979.6396729742462 100 TCGA 1 50 100 0.0 0.0015 50 5142 -4 1954.6891907262861 1957.225414793695 100 TCGA 1 50 100 0.0 0.0015 50 5142 -5 1940.5983354236573 1948.212756899733 100 TCGA 1 50 100 0.0 0.0015 50 5142 -6 1929.804954640367 1996.4146955480528 100 TCGA 1 50 100 0.0 0.0015 50 5142 -7 1921.7511347811035 1940.5211666241364 100 TCGA 1 50 100 0.0 0.0015 50 5142 -8 1915.162807569771 1927.3745841021514 100 TCGA 1 50 100 0.0 0.0015 50 5142 -9 1909.1274848850273 1905.7508919107256 100 TCGA 1 50 100 0.0 0.0015 50 5142 -10 1904.549563585348 1912.364117339628 100 TCGA 1 50 100 0.0 0.0015 50 5142 -11 1899.4885429129401 1898.1978545069096 100 TCGA 1 50 100 0.0 0.0015 50 5142 -12 1895.2223009802904 1893.132991004829 100 TCGA 1 50 100 0.0 0.0015 50 5142 -13 1890.682607854074 1897.332895556886 100 TCGA 1 50 100 0.0 0.0015 50 5142 -14 1887.8797253160449 1883.720731955677 100 TCGA 1 50 100 0.0 0.0015 50 5142 -15 1883.6831025256552 1881.5451224629005 100 TCGA 1 50 100 0.0 0.0015 50 5142 -16 1881.5547476290644 1877.289092557514 100 TCGA 1 50 100 0.0 0.0015 50 5142 -17 1878.8711336316615 1878.7418071804334 100 TCGA 1 50 100 0.0 0.0015 50 5142 -18 1875.7298924484107 1877.392050584956 100 TCGA 1 50 100 0.0 0.0015 50 5142 -19 1874.6259172373364 1872.6843194242697 100 TCGA 1 50 100 0.0 0.0015 50 5142 -20 1871.819055771213 1871.008349241324 100 TCGA 1 50 100 0.0 0.0015 50 5142 -21 1869.5076700051536 1867.3101874116678 100 TCGA 1 50 100 0.0 0.0015 50 5142 -22 1867.93068482767 1865.201430124254 100 TCGA 1 50 100 0.0 0.0015 50 5142 -23 1865.5932764614756 1876.745391385639 100 TCGA 1 50 100 0.0 0.0015 50 5142 -24 1864.15551726474 1862.5117463538395 100 TCGA 1 50 100 0.0 0.0015 50 5142 -25 1862.5065217893668 1860.8796325376884 100 TCGA 1 50 100 0.0 0.0015 50 5142 -26 1860.7388198908743 1859.9835744886543 100 TCGA 1 50 100 0.0 0.0015 50 5142 -27 1859.1517428272416 1859.1781643814777 100 TCGA 1 50 100 0.0 0.0015 50 5142 -28 1857.7375465799275 1857.3646074611338 100 TCGA 1 50 100 0.0 0.0015 50 5142 -29 1856.5461214586937 1856.018068246506 100 TCGA 1 50 100 0.0 0.0015 50 5142 -30 1855.3134883485052 1855.6535350090296 100 TCGA 1 50 100 0.0 0.0015 50 5142 -31 1854.068462083563 1853.3479187931846 100 TCGA 1 50 100 0.0 0.0015 50 5142 -32 1853.079078372002 1852.5474497732805 100 TCGA 1 50 100 0.0 0.0015 50 5142 -33 1851.885772108965 1853.9125718926664 100 TCGA 1 50 100 0.0 0.0015 50 5142 -34 1850.7358946588931 1853.4360419038553 100 TCGA 1 50 100 0.0 0.0015 50 5142 -35 1849.6676344362163 1853.8216190817368 100 TCGA 1 50 100 0.0 0.0015 50 5142 -36 1848.691775731043 1849.3445689139055 100 TCGA 1 50 100 0.0 0.0015 50 5142 -37 1847.9440265310197 1847.353681248037 100 TCGA 1 50 100 0.0 0.0015 50 5142 -38 1846.7427036452739 1846.213769040515 100 TCGA 1 50 100 0.0 0.0015 50 5142 -39 1846.039810359498 1845.7781283124607 100 TCGA 1 50 100 0.0 0.0015 50 5142 -40 1845.143777000171 1844.7532425310144 100 TCGA 1 50 100 0.0 0.0015 50 5142 -41 1844.3931896756012 1844.359599511228 100 TCGA 1 50 100 0.0 0.0015 50 5142 -42 1843.3300660119842 1843.755501138505 100 TCGA 1 50 100 0.0 0.0015 50 5142 -43 1842.7695941177778 1842.6322880270493 100 TCGA 1 50 100 0.0 0.0015 50 5142 -44 1842.0436783901403 1839.54725838666 100 TCGA 1 50 100 0.0 0.0015 50 5142 -45 1841.176460437283 1841.0596672326476 100 TCGA 1 50 100 0.0 0.0015 50 5142 -46 1840.3953881538903 1840.4973530985003 100 TCGA 1 50 100 0.0 0.0015 50 5142 -47 1839.7287537431807 1841.1289657516097 100 TCGA 1 50 100 0.0 0.0015 50 5142 -48 1839.042167996546 1837.634815311911 100 TCGA 1 50 100 0.0 0.0015 50 5142 -49 1838.6942304902236 1839.262819836487 100 TCGA 1 50 100 0.0 0.0015 50 5142 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index 2864849b5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3092.266002070413 4301.515799210898 100 TCGA 1 50 100 1.0 0.0015 50 1591 -1 2082.529102957745 2286.7125691936244 100 TCGA 1 50 100 1.0 0.0015 50 1591 -2 2004.1441658702142 2174.998349903816 100 TCGA 1 50 100 1.0 0.0015 50 1591 -3 1978.3270207943826 2093.510156986102 100 TCGA 1 50 100 1.0 0.0015 50 1591 -4 1954.6161023291218 1986.932750912767 100 TCGA 1 50 100 1.0 0.0015 50 1591 -5 1940.611621467087 1957.1022550496623 100 TCGA 1 50 100 1.0 0.0015 50 1591 -6 1932.3997130046428 1934.423555153698 100 TCGA 1 50 100 1.0 0.0015 50 1591 -7 1920.600575922802 1922.2084439531643 100 TCGA 1 50 100 1.0 0.0015 50 1591 -8 1914.0104863153715 1904.924400444606 100 TCGA 1 50 100 1.0 0.0015 50 1591 -9 1907.3315161947614 1908.6496766056846 100 TCGA 1 50 100 1.0 0.0015 50 1591 -10 1904.3518437971986 1905.3816727681376 100 TCGA 1 50 100 1.0 0.0015 50 1591 -11 1898.246765157157 1905.9422748508166 100 TCGA 1 50 100 1.0 0.0015 50 1591 -12 1893.116297336412 1888.8934019462547 100 TCGA 1 50 100 1.0 0.0015 50 1591 -13 1889.8126593767659 1900.2220802498823 100 TCGA 1 50 100 1.0 0.0015 50 1591 -14 1887.4863063242967 1883.017662163356 100 TCGA 1 50 100 1.0 0.0015 50 1591 -15 1884.3209970420805 1884.2518451633166 100 TCGA 1 50 100 1.0 0.0015 50 1591 -16 1880.6835345474653 1878.0273339353016 100 TCGA 1 50 100 1.0 0.0015 50 1591 -17 1878.5291658255228 1875.5118101493797 100 TCGA 1 50 100 1.0 0.0015 50 1591 -18 1876.5153623832791 1872.3033257105842 100 TCGA 1 50 100 1.0 0.0015 50 1591 -19 1873.3271727180331 1871.811546747409 100 TCGA 1 50 100 1.0 0.0015 50 1591 -20 1871.379641247083 1871.340337552018 100 TCGA 1 50 100 1.0 0.0015 50 1591 -21 1869.9917994611085 1868.7999838057474 100 TCGA 1 50 100 1.0 0.0015 50 1591 -22 1867.5762588734312 1866.4006764780936 100 TCGA 1 50 100 1.0 0.0015 50 1591 -23 1865.5080673093441 1863.1661487368483 100 TCGA 1 50 100 1.0 0.0015 50 1591 -24 1864.525443668836 1861.443794288827 100 TCGA 1 50 100 1.0 0.0015 50 1591 -25 1862.6646069453116 1859.5212856273556 100 TCGA 1 50 100 1.0 0.0015 50 1591 -26 1860.5078752315235 1858.6062827565563 100 TCGA 1 50 100 1.0 0.0015 50 1591 -27 1859.1844526704554 1859.5377160460505 100 TCGA 1 50 100 1.0 0.0015 50 1591 -28 1857.5821791132694 1854.6561684153187 100 TCGA 1 50 100 1.0 0.0015 50 1591 -29 1856.3020930119371 1853.6101147828988 100 TCGA 1 50 100 1.0 0.0015 50 1591 -30 1855.2958941318611 1853.28057462606 100 TCGA 1 50 100 1.0 0.0015 50 1591 -31 1853.9914685400593 1853.1450557229507 100 TCGA 1 50 100 1.0 0.0015 50 1591 -32 1852.5176571389236 1850.4553780867227 100 TCGA 1 50 100 1.0 0.0015 50 1591 -33 1851.6315506071714 1853.8222987496074 100 TCGA 1 50 100 1.0 0.0015 50 1591 -34 1850.0694063265205 1847.5573252002198 100 TCGA 1 50 100 1.0 0.0015 50 1591 -35 1849.2634207036483 1846.8991674682004 100 TCGA 1 50 100 1.0 0.0015 50 1591 -36 1848.653277596747 1847.0502549367934 100 TCGA 1 50 100 1.0 0.0015 50 1591 -37 1847.337810112278 1847.126624946019 100 TCGA 1 50 100 1.0 0.0015 50 1591 -38 1846.798553259009 1844.0495703615734 100 TCGA 1 50 100 1.0 0.0015 50 1591 -39 1845.6884445563426 1844.306317966787 100 TCGA 1 50 100 1.0 0.0015 50 1591 -40 1844.564929811001 1842.993905685655 100 TCGA 1 50 100 1.0 0.0015 50 1591 -41 1844.0052184343258 1846.6053632419912 100 TCGA 1 50 100 1.0 0.0015 50 1591 -42 1842.9615054628202 1840.9091232529836 100 TCGA 1 50 100 1.0 0.0015 50 1591 -43 1842.7144430258243 1839.7006332934202 100 TCGA 1 50 100 1.0 0.0015 50 1591 -44 1841.6988724049534 1840.792070705088 100 TCGA 1 50 100 1.0 0.0015 50 1591 -45 1841.2096519261574 1839.5211390202967 100 TCGA 1 50 100 1.0 0.0015 50 1591 -46 1840.1135285381015 1838.39014592003 100 TCGA 1 50 100 1.0 0.0015 50 1591 -47 1839.531384701095 1840.8148904925015 100 TCGA 1 50 100 1.0 0.0015 50 1591 -48 1838.7275652914711 1837.4075958405308 100 TCGA 1 50 100 1.0 0.0015 50 1591 -49 1838.004924601723 1837.8169644609768 100 TCGA 1 50 100 1.0 0.0015 50 1591 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index adc570ec2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3470.585889538453 4371.428492560459 150 TCGA 1 100 100 0.5 0.0015 50 9002 -1 2187.154699343232 3164.220207482726 150 TCGA 1 100 100 0.5 0.0015 50 9002 -2 2046.327245505131 2746.727834730292 150 TCGA 1 100 100 0.5 0.0015 50 9002 -3 2002.7286245876396 2171.063586977858 150 TCGA 1 100 100 0.5 0.0015 50 9002 -4 1979.3097152326745 2030.923117172778 150 TCGA 1 100 100 0.5 0.0015 50 9002 -5 1964.7522530754252 2021.6985280405936 150 TCGA 1 100 100 0.5 0.0015 50 9002 -6 1954.4454680752683 2010.9613675064777 150 TCGA 1 100 100 0.5 0.0015 50 9002 -7 1943.5246950735643 1943.6039572864322 150 TCGA 1 100 100 0.5 0.0015 50 9002 -8 1934.5797468496894 1939.707783301272 150 TCGA 1 100 100 0.5 0.0015 50 9002 -9 1927.4132148477831 1951.8986865479742 150 TCGA 1 100 100 0.5 0.0015 50 9002 -10 1922.456780937051 1933.1951671197785 150 TCGA 1 100 100 0.5 0.0015 50 9002 -11 1917.7769176552558 1940.223675751806 150 TCGA 1 100 100 0.5 0.0015 50 9002 -12 1913.404297406392 1953.8370398133245 150 TCGA 1 100 100 0.5 0.0015 50 9002 -13 1907.9674559102577 1906.988163473618 150 TCGA 1 100 100 0.5 0.0015 50 9002 -14 1905.9253356436266 1901.9105776686165 150 TCGA 1 100 100 0.5 0.0015 50 9002 -15 1901.5657090362606 1899.470252262288 150 TCGA 1 100 100 0.5 0.0015 50 9002 -16 1899.248374907456 1902.8011223107726 150 TCGA 1 100 100 0.5 0.0015 50 9002 -17 1896.5115328172526 1895.3151990420854 150 TCGA 1 100 100 0.5 0.0015 50 9002 -18 1892.5220142002152 1889.794604737555 150 TCGA 1 100 100 0.5 0.0015 50 9002 -19 1890.1676456227021 1895.3743178784548 150 TCGA 1 100 100 0.5 0.0015 50 9002 -20 1888.2302556617517 1887.443040397299 150 TCGA 1 100 100 0.5 0.0015 50 9002 -21 1884.8933417900078 1883.167868762759 150 TCGA 1 100 100 0.5 0.0015 50 9002 -22 1882.4229053966114 1882.0763295235945 150 TCGA 1 100 100 0.5 0.0015 50 9002 -23 1880.8580723671073 1882.376145866049 150 TCGA 1 100 100 0.5 0.0015 50 9002 -24 1880.2085695757453 1878.6405507763427 150 TCGA 1 100 100 0.5 0.0015 50 9002 -25 1876.8099637743164 1877.2706139339275 150 TCGA 1 100 100 0.5 0.0015 50 9002 -26 1875.6789118718564 1882.2754304972127 150 TCGA 1 100 100 0.5 0.0015 50 9002 -27 1874.8108022157362 1878.6910559879475 150 TCGA 1 100 100 0.5 0.0015 50 9002 -28 1873.4961364521273 1870.943307847833 150 TCGA 1 100 100 0.5 0.0015 50 9002 -29 1870.8063349518902 1873.6052319703988 150 TCGA 1 100 100 0.5 0.0015 50 9002 -30 1869.6808331542043 1870.8244702516488 150 TCGA 1 100 100 0.5 0.0015 50 9002 -31 1868.4537216443703 1871.0121002964038 150 TCGA 1 100 100 0.5 0.0015 50 9002 -32 1867.181826734878 1867.9760558161904 150 TCGA 1 100 100 0.5 0.0015 50 9002 -33 1865.7401340917652 1866.3187108638897 150 TCGA 1 100 100 0.5 0.0015 50 9002 -34 1864.743850880029 1868.7347283291458 150 TCGA 1 100 100 0.5 0.0015 50 9002 -35 1863.0365956278035 1863.0267192898084 150 TCGA 1 100 100 0.5 0.0015 50 9002 -36 1862.1679766800057 1863.0062771131045 150 TCGA 1 100 100 0.5 0.0015 50 9002 -37 1860.8707058337375 1861.564447604232 150 TCGA 1 100 100 0.5 0.0015 50 9002 -38 1860.086034254246 1857.5749425840138 150 TCGA 1 100 100 0.5 0.0015 50 9002 -39 1858.933521889432 1859.6956541741913 150 TCGA 1 100 100 0.5 0.0015 50 9002 -40 1858.0004330573438 1857.6689017597755 150 TCGA 1 100 100 0.5 0.0015 50 9002 -41 1857.1179011732702 1861.1508083631045 150 TCGA 1 100 100 0.5 0.0015 50 9002 -42 1855.9547399688424 1855.5172530131124 150 TCGA 1 100 100 0.5 0.0015 50 9002 -43 1854.8198549577414 1854.8590057219692 150 TCGA 1 100 100 0.5 0.0015 50 9002 -44 1854.6420498122088 1855.6174739665123 150 TCGA 1 100 100 0.5 0.0015 50 9002 -45 1852.8692942927066 1854.785477067957 150 TCGA 1 100 100 0.5 0.0015 50 9002 -46 1852.4644924180425 1852.1735711025833 150 TCGA 1 100 100 0.5 0.0015 50 9002 -47 1851.5421175415433 1852.048798067486 150 TCGA 1 100 100 0.5 0.0015 50 9002 -48 1851.1642424784304 1850.018638725856 150 TCGA 1 100 100 0.5 0.0015 50 9002 -49 1849.6607069766392 1850.457890036118 150 TCGA 1 100 100 0.5 0.0015 50 9002 -50 1849.1168461418642 1848.3510380270493 150 TCGA 1 100 100 0.5 0.0015 50 9002 -51 1849.085208334605 1848.3854489733826 150 TCGA 1 100 100 0.5 0.0015 50 9002 -52 1848.0576652989268 1847.774994969967 150 TCGA 1 100 100 0.5 0.0015 50 9002 -53 1847.302724796316 1846.4063364920305 150 TCGA 1 100 100 0.5 0.0015 50 9002 -54 1846.2566259149755 1846.8861899831188 150 TCGA 1 100 100 0.5 0.0015 50 9002 -55 1845.8969742776774 1845.1248993993404 150 TCGA 1 100 100 0.5 0.0015 50 9002 -56 1845.494725387987 1845.6873993993404 150 TCGA 1 100 100 0.5 0.0015 50 9002 -57 1844.7715375959667 1843.4075621025047 150 TCGA 1 100 100 0.5 0.0015 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150 TCGA 1 100 100 0.5 0.0015 50 9002 -71 1837.6072485185332 1837.3787381732884 150 TCGA 1 100 100 0.5 0.0015 50 9002 -72 1837.2626851479222 1840.453283875432 150 TCGA 1 100 100 0.5 0.0015 50 9002 -73 1836.7194973417313 1840.5526325475032 150 TCGA 1 100 100 0.5 0.0015 50 9002 -74 1836.1695081112787 1835.8879529483354 150 TCGA 1 100 100 0.5 0.0015 50 9002 -75 1835.6767493102257 1836.4524882714354 150 TCGA 1 100 100 0.5 0.0015 50 9002 -76 1835.6164358390045 1836.4421951063914 150 TCGA 1 100 100 0.5 0.0015 50 9002 -77 1835.0027923566952 1835.096988237084 150 TCGA 1 100 100 0.5 0.0015 50 9002 -78 1834.4981550882405 1834.5647438854428 150 TCGA 1 100 100 0.5 0.0015 50 9002 -79 1834.2997975341443 1837.1992077084642 150 TCGA 1 100 100 0.5 0.0015 50 9002 -80 1833.86213355198 1833.817542914769 150 TCGA 1 100 100 0.5 0.0015 50 9002 -81 1833.588383307267 1834.642116220752 150 TCGA 1 100 100 0.5 0.0015 50 9002 -82 1832.994689580332 1833.7032716070587 150 TCGA 1 100 100 0.5 0.0015 50 9002 -83 1832.9877034223616 1834.2058810900205 150 TCGA 1 100 100 0.5 0.0015 50 9002 -84 1832.5563711274322 1833.2422169440954 150 TCGA 1 100 100 0.5 0.0015 50 9002 -85 1832.2267033052917 1833.493548675997 150 TCGA 1 100 100 0.5 0.0015 50 9002 -86 1832.0238410173909 1831.9366774055827 150 TCGA 1 100 100 0.5 0.0015 50 9002 -87 1831.6686917021946 1831.756229879868 150 TCGA 1 100 100 0.5 0.0015 50 9002 -88 1831.5457298363117 1832.2828724923445 150 TCGA 1 100 100 0.5 0.0015 50 9002 -89 1831.170197204256 1833.832027569488 150 TCGA 1 100 100 0.5 0.0015 50 9002 -90 1830.9364698077702 1831.517981141057 150 TCGA 1 100 100 0.5 0.0015 50 9002 -91 1830.2445814352188 1831.376924294323 150 TCGA 1 100 100 0.5 0.0015 50 9002 -92 1830.0820328578018 1832.5429564816268 150 TCGA 1 100 100 0.5 0.0015 50 9002 -93 1829.9797714272572 1829.7535191828283 150 TCGA 1 100 100 0.5 0.0015 50 9002 -94 1829.6251544988586 1830.214971954499 150 TCGA 1 100 100 0.5 0.0015 50 9002 -95 1829.3796110122328 1829.7908187176115 150 TCGA 1 100 100 0.5 0.0015 50 9002 -96 1829.0826986376524 1830.4444616883245 150 TCGA 1 100 100 0.5 0.0015 50 9002 -97 1828.8265382630682 1829.3377170275205 150 TCGA 1 100 100 0.5 0.0015 50 9002 -98 1828.779098556728 1829.1291994641174 150 TCGA 1 100 100 0.5 0.0015 50 9002 -99 1828.470258990174 1829.652204503965 150 TCGA 1 100 100 0.5 0.0015 50 9002 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index d6be880c8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3466.791062278505 4622.319569036589 150 TCGA 1 100 100 0.0 0.0015 50 6747 -1 2181.3864007322422 3462.5995848382536 150 TCGA 1 100 100 0.0 0.0015 50 6747 -2 2044.802120508074 2213.460625883323 150 TCGA 1 100 100 0.0 0.0015 50 6747 -3 2001.950700366666 2224.685011973932 150 TCGA 1 100 100 0.0 0.0015 50 6747 -4 1979.9303191890008 2101.3421919166144 150 TCGA 1 100 100 0.0 0.0015 50 6747 -5 1965.013184806414 2015.230825146239 150 TCGA 1 100 100 0.0 0.0015 50 6747 -6 1952.9038342504525 1974.4856717670384 150 TCGA 1 100 100 0.0 0.0015 50 6747 -7 1945.7882444149868 2007.6532626511464 150 TCGA 1 100 100 0.0 0.0015 50 6747 -8 1935.4491249252235 1961.5917287855293 150 TCGA 1 100 100 0.0 0.0015 50 6747 -9 1929.3333776886807 1981.8191083591787 150 TCGA 1 100 100 0.0 0.0015 50 6747 -10 1922.0199446730853 1925.2188916997095 150 TCGA 1 100 100 0.0 0.0015 50 6747 -11 1916.6140766759072 1917.3784590678 150 TCGA 1 100 100 0.0 0.0015 50 6747 -12 1911.6816545365737 1919.592450779287 150 TCGA 1 100 100 0.0 0.0015 50 6747 -13 1909.2920310472534 1912.748604472558 150 TCGA 1 100 100 0.0 0.0015 50 6747 -14 1905.7639118189895 1904.8537014908527 150 TCGA 1 100 100 0.0 0.0015 50 6747 -15 1901.4378841965176 1901.564707693742 150 TCGA 1 100 100 0.0 0.0015 50 6747 -16 1898.4278956320766 1893.502211374254 150 TCGA 1 100 100 0.0 0.0015 50 6747 -17 1896.559667693516 1896.6903082306062 150 TCGA 1 100 100 0.0 0.0015 50 6747 -18 1894.1989383929567 1890.0890438520728 150 TCGA 1 100 100 0.0 0.0015 50 6747 -19 1890.4749539078632 1892.3919076584093 150 TCGA 1 100 100 0.0 0.0015 50 6747 -20 1887.2498264391515 1886.052438707208 150 TCGA 1 100 100 0.0 0.0015 50 6747 -21 1885.087669920131 1883.0250630594378 150 TCGA 1 100 100 0.0 0.0015 50 6747 -22 1883.5741937064422 1890.6047117913788 150 TCGA 1 100 100 0.0 0.0015 50 6747 -23 1881.1754518004982 1880.5027346203674 150 TCGA 1 100 100 0.0 0.0015 50 6747 -24 1879.8511045762293 1879.8488131575848 150 TCGA 1 100 100 0.0 0.0015 50 6747 -25 1877.9474847629435 1880.273132630928 150 TCGA 1 100 100 0.0 0.0015 50 6747 -26 1876.1986685138766 1875.3930418695038 150 TCGA 1 100 100 0.0 0.0015 50 6747 -27 1874.2849675240375 1877.2975190895886 150 TCGA 1 100 100 0.0 0.0015 50 6747 -28 1872.9476048303163 1872.657256620014 150 TCGA 1 100 100 0.0 0.0015 50 6747 -29 1871.690319634825 1871.8110468112045 150 TCGA 1 100 100 0.0 0.0015 50 6747 -30 1868.8921151325658 1869.613860317211 150 TCGA 1 100 100 0.0 0.0015 50 6747 -31 1868.242917564674 1869.2597110307397 150 TCGA 1 100 100 0.0 0.0015 50 6747 -32 1867.6490794080803 1865.2186015526854 150 TCGA 1 100 100 0.0 0.0015 50 6747 -33 1865.0854097594772 1866.990687077968 150 TCGA 1 100 100 0.0 0.0015 50 6747 -34 1864.4582586568413 1870.8548025773398 150 TCGA 1 100 100 0.0 0.0015 50 6747 -35 1864.039025697688 1863.6177978515625 150 TCGA 1 100 100 0.0 0.0015 50 6747 -36 1862.2290155287499 1862.3050126118876 150 TCGA 1 100 100 0.0 0.0015 50 6747 -37 1860.705870784943 1860.0213475826397 150 TCGA 1 100 100 0.0 0.0015 50 6747 -38 1860.3538604031212 1859.9236514604272 150 TCGA 1 100 100 0.0 0.0015 50 6747 -39 1858.559990943443 1858.357063638505 150 TCGA 1 100 100 0.0 0.0015 50 6747 -40 1857.7249441247977 1858.7047585338803 150 TCGA 1 100 100 0.0 0.0015 50 6747 -41 1857.3456716093585 1858.4824942584014 150 TCGA 1 100 100 0.0 0.0015 50 6747 -42 1855.9867695074872 1857.068180870171 150 TCGA 1 100 100 0.0 0.0015 50 6747 -43 1855.1431055112614 1854.9583261767823 150 TCGA 1 100 100 0.0 0.0015 50 6747 -44 1854.3516407236482 1857.5116856253926 150 TCGA 1 100 100 0.0 0.0015 50 6747 -45 1853.6091803742222 1854.2662580480528 150 TCGA 1 100 100 0.0 0.0015 50 6747 -46 1852.9315069594386 1854.840693948257 150 TCGA 1 100 100 0.0 0.0015 50 6747 -47 1851.6632234863118 1851.7557090874293 150 TCGA 1 100 100 0.0 0.0015 50 6747 -48 1850.9513706701623 1851.9894154610945 150 TCGA 1 100 100 0.0 0.0015 50 6747 -49 1850.1828984301967 1850.263283580991 150 TCGA 1 100 100 0.0 0.0015 50 6747 -50 1849.3746566389245 1849.180252458582 150 TCGA 1 100 100 0.0 0.0015 50 6747 -51 1848.7465746735127 1850.1975698806532 150 TCGA 1 100 100 0.0 0.0015 50 6747 -52 1848.1618874165906 1847.2806715462077 150 TCGA 1 100 100 0.0 0.0015 50 6747 -53 1846.945417197877 1846.6255324473932 150 TCGA 1 100 100 0.0 0.0015 50 6747 -54 1846.749466019026 1849.2839705117383 150 TCGA 1 100 100 0.0 0.0015 50 6747 -55 1845.7652070532688 1847.0347955598304 150 TCGA 1 100 100 0.0 0.0015 50 6747 -56 1845.108718226565 1845.0133111848304 150 TCGA 1 100 100 0.0 0.0015 50 6747 -57 1844.4113877989748 1844.661925962822 150 TCGA 1 100 100 0.0 0.0015 50 6747 -58 1843.9392264521884 1843.2827123900754 150 TCGA 1 100 100 0.0 0.0015 50 6747 -59 1843.310879867116 1843.7960474982333 150 TCGA 1 100 100 0.0 0.0015 50 6747 -60 1843.029583581498 1842.756948193114 150 TCGA 1 100 100 0.0 0.0015 50 6747 -61 1842.634298953697 1842.3703386316347 150 TCGA 1 100 100 0.0 0.0015 50 6747 -62 1841.9491545196781 1843.358318079656 150 TCGA 1 100 100 0.0 0.0015 50 6747 -63 1841.100460501704 1841.833786240774 150 TCGA 1 100 100 0.0 0.0015 50 6747 -64 1840.4468420645876 1841.869022848618 150 TCGA 1 100 100 0.0 0.0015 50 6747 -65 1840.1758079831122 1841.3281881821215 150 TCGA 1 100 100 0.0 0.0015 50 6747 -66 1839.8690599351473 1839.4927733148163 150 TCGA 1 100 100 0.0 0.0015 50 6747 -67 1839.3013442259094 1841.0365560713724 150 TCGA 1 100 100 0.0 0.0015 50 6747 -68 1839.0353361194268 1839.2149848362908 150 TCGA 1 100 100 0.0 0.0015 50 6747 -69 1838.7275698423678 1840.6914197452104 150 TCGA 1 100 100 0.0 0.0015 50 6747 -70 1838.1057858276026 1837.4711423327576 150 TCGA 1 100 100 0.0 0.0015 50 6747 -71 1837.685469400751 1837.8879639898712 150 TCGA 1 100 100 0.0 0.0015 50 6747 -72 1837.1933632173739 1837.7107412060302 150 TCGA 1 100 100 0.0 0.0015 50 6747 -73 1836.6853117816668 1837.760693727426 150 TCGA 1 100 100 0.0 0.0015 50 6747 -74 1836.3006709656927 1835.908350958896 150 TCGA 1 100 100 0.0 0.0015 50 6747 -75 1835.8615069588934 1836.3691124077418 150 TCGA 1 100 100 0.0 0.0015 50 6747 -76 1835.400287725681 1836.0300243895258 150 TCGA 1 100 100 0.0 0.0015 50 6747 -77 1835.0671708415377 1836.0992149468043 150 TCGA 1 100 100 0.0 0.0015 50 6747 -78 1834.665792222294 1834.9699854251728 150 TCGA 1 100 100 0.0 0.0015 50 6747 -79 1834.4148942785798 1834.6052184751884 150 TCGA 1 100 100 0.0 0.0015 50 6747 -80 1834.202303699383 1835.759566263937 150 TCGA 1 100 100 0.0 0.0015 50 6747 -81 1833.791128103003 1834.529253935694 150 TCGA 1 100 100 0.0 0.0015 50 6747 -82 1833.469779674463 1833.6904376619425 150 TCGA 1 100 100 0.0 0.0015 50 6747 -83 1832.9703508528871 1833.3850232608354 150 TCGA 1 100 100 0.0 0.0015 50 6747 -84 1832.4561219699203 1833.4756718161118 150 TCGA 1 100 100 0.0 0.0015 50 6747 -85 1832.1694842395086 1834.151436503808 150 TCGA 1 100 100 0.0 0.0015 50 6747 -86 1832.0282999697188 1833.1441257802685 150 TCGA 1 100 100 0.0 0.0015 50 6747 -87 1831.9244607541561 1832.140359389722 150 TCGA 1 100 100 0.0 0.0015 50 6747 -88 1831.4872483599331 1832.066953419441 150 TCGA 1 100 100 0.0 0.0015 50 6747 -89 1831.3008880461948 1832.3880418940405 150 TCGA 1 100 100 0.0 0.0015 50 6747 -90 1830.7851485107503 1832.3334887327262 150 TCGA 1 100 100 0.0 0.0015 50 6747 -91 1830.313264073771 1831.714186165201 150 TCGA 1 100 100 0.0 0.0015 50 6747 -92 1830.2561500873771 1830.518194610749 150 TCGA 1 100 100 0.0 0.0015 50 6747 -93 1830.0580344665848 1830.292265158802 150 TCGA 1 100 100 0.0 0.0015 50 6747 -94 1829.9642655408493 1830.0569528550957 150 TCGA 1 100 100 0.0 0.0015 50 6747 -95 1829.5679393572018 1832.357861696176 150 TCGA 1 100 100 0.0 0.0015 50 6747 -96 1829.4748290715866 1829.9956275518216 150 TCGA 1 100 100 0.0 0.0015 50 6747 -97 1828.9751968085732 1829.8742915014525 150 TCGA 1 100 100 0.0 0.0015 50 6747 -98 1828.869607418932 1828.688845227112 150 TCGA 1 100 100 0.0 0.0015 50 6747 -99 1828.4499412661805 1829.5116843985552 150 TCGA 1 100 100 0.0 0.0015 50 6747 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index fa87d0311..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3470.0207721460265 4877.596429412689 150 TCGA 1 100 100 1.0 0.0015 50 9211 -1 2169.6633463468997 3207.0583631045856 150 TCGA 1 100 100 1.0 0.0015 50 9211 -2 2040.8688110801202 2345.373515526853 150 TCGA 1 100 100 1.0 0.0015 50 9211 -3 1999.942001395572 2056.2978270257536 150 TCGA 1 100 100 1.0 0.0015 50 9211 -4 1976.4121074946893 2092.711144835506 150 TCGA 1 100 100 1.0 0.0015 50 9211 -5 1964.1935611132574 2024.9302027716708 150 TCGA 1 100 100 1.0 0.0015 50 9211 -6 1952.4874443755057 2006.9039459995288 150 TCGA 1 100 100 1.0 0.0015 50 9211 -7 1940.0241325200436 1961.587498650479 150 TCGA 1 100 100 1.0 0.0015 50 9211 -8 1933.7201765153886 1930.6420021248823 150 TCGA 1 100 100 1.0 0.0015 50 9211 -9 1926.6678692706662 1928.341593833425 150 TCGA 1 100 100 1.0 0.0015 50 9211 -10 1924.0340028156697 1922.062484051115 150 TCGA 1 100 100 1.0 0.0015 50 9211 -11 1918.0957641124671 1922.536838857373 150 TCGA 1 100 100 1.0 0.0015 50 9211 -12 1913.2962120269901 1936.137249970556 150 TCGA 1 100 100 1.0 0.0015 50 9211 -13 1908.4661858830418 1909.5390845830716 150 TCGA 1 100 100 1.0 0.0015 50 9211 -14 1904.4278430106292 1909.0327191376805 150 TCGA 1 100 100 1.0 0.0015 50 9211 -15 1903.0747468856605 1904.9307806120446 150 TCGA 1 100 100 1.0 0.0015 50 9211 -16 1898.9746443515032 1909.884990136228 150 TCGA 1 100 100 1.0 0.0015 50 9211 -17 1895.9950828650178 1899.7081832502356 150 TCGA 1 100 100 1.0 0.0015 50 9211 -18 1893.4718580853794 1910.6566695783606 150 TCGA 1 100 100 1.0 0.0015 50 9211 -19 1891.5293774285983 1898.3416858462233 150 TCGA 1 100 100 1.0 0.0015 50 9211 -20 1888.5208136763658 1894.7311275616364 150 TCGA 1 100 100 1.0 0.0015 50 9211 -21 1885.7331655651135 1889.8723899036197 150 TCGA 1 100 100 1.0 0.0015 50 9211 -22 1883.0602760012628 1882.8416269580323 150 TCGA 1 100 100 1.0 0.0015 50 9211 -23 1882.1958445325363 1886.0548077300566 150 TCGA 1 100 100 1.0 0.0015 50 9211 -24 1878.960898776501 1882.4099268314228 150 TCGA 1 100 100 1.0 0.0015 50 9211 -25 1877.7895014299081 1876.549023805551 150 TCGA 1 100 100 1.0 0.0015 50 9211 -26 1875.9945343456998 1874.7760396219378 150 TCGA 1 100 100 1.0 0.0015 50 9211 -27 1874.1737715521751 1879.8626598569017 150 TCGA 1 100 100 1.0 0.0015 50 9211 -28 1872.7262036059235 1881.0588728554883 150 TCGA 1 100 100 1.0 0.0015 50 9211 -29 1871.4204330742393 1872.7292112417556 150 TCGA 1 100 100 1.0 0.0015 50 9211 -30 1869.0400832906766 1874.3178244739322 150 TCGA 1 100 100 1.0 0.0015 50 9211 -31 1868.4104826882797 1872.9540702781485 150 TCGA 1 100 100 1.0 0.0015 50 9211 -32 1867.103380923905 1869.013000181572 150 TCGA 1 100 100 1.0 0.0015 50 9211 -33 1865.530138981663 1866.0769588911353 150 TCGA 1 100 100 1.0 0.0015 50 9211 -34 1864.3933735100309 1870.0814368473225 150 TCGA 1 100 100 1.0 0.0015 50 9211 -35 1862.985365882837 1865.7755930531564 150 TCGA 1 100 100 1.0 0.0015 50 9211 -36 1862.2936726265793 1864.353305222401 150 TCGA 1 100 100 1.0 0.0015 50 9211 -37 1860.8334748380644 1861.7108387395965 150 TCGA 1 100 100 1.0 0.0015 50 9211 -38 1859.3908454459856 1862.8831578547033 150 TCGA 1 100 100 1.0 0.0015 50 9211 -39 1858.2506983310254 1865.8213221871074 150 TCGA 1 100 100 1.0 0.0015 50 9211 -40 1857.996391343224 1861.0008060321136 150 TCGA 1 100 100 1.0 0.0015 50 9211 -41 1856.7843310525075 1861.8854311842415 150 TCGA 1 100 100 1.0 0.0015 50 9211 -42 1855.9052006640277 1860.0687249725188 150 TCGA 1 100 100 1.0 0.0015 50 9211 -43 1854.9839934059412 1857.7114049250158 150 TCGA 1 100 100 1.0 0.0015 50 9211 -44 1853.7272330623796 1856.1094130319566 150 TCGA 1 100 100 1.0 0.0015 50 9211 -45 1852.9261593150698 1856.6945543145414 150 TCGA 1 100 100 1.0 0.0015 50 9211 -46 1852.3295114838475 1854.7646827889448 150 TCGA 1 100 100 1.0 0.0015 50 9211 -47 1851.2785331009886 1853.3276195430276 150 TCGA 1 100 100 1.0 0.0015 50 9211 -48 1850.1665875391977 1854.4589530906485 150 TCGA 1 100 100 1.0 0.0015 50 9211 -49 1849.8687064367448 1856.612046438246 150 TCGA 1 100 100 1.0 0.0015 50 9211 -50 1849.2422440728249 1851.969024198139 150 TCGA 1 100 100 1.0 0.0015 50 9211 -51 1848.3137425447046 1851.5258519158292 150 TCGA 1 100 100 1.0 0.0015 50 9211 -52 1847.9475082395759 1850.0529515252042 150 TCGA 1 100 100 1.0 0.0015 50 9211 -53 1847.2275306828546 1850.1731055178234 150 TCGA 1 100 100 1.0 0.0015 50 9211 -54 1846.3728559553417 1848.9563534223853 150 TCGA 1 100 100 1.0 0.0015 50 9211 -55 1845.5785391997354 1850.488015639722 150 TCGA 1 100 100 1.0 0.0015 50 9211 -56 1845.0256721129547 1850.3063106057632 150 TCGA 1 100 100 1.0 0.0015 50 9211 -57 1844.6920326795812 1847.970843597872 150 TCGA 1 100 100 1.0 0.0015 50 9211 -58 1844.0797935713215 1846.7558017136464 150 TCGA 1 100 100 1.0 0.0015 50 9211 -59 1843.5867693739578 1847.0975574895965 150 TCGA 1 100 100 1.0 0.0015 50 9211 -60 1842.9163665618198 1845.311209980567 150 TCGA 1 100 100 1.0 0.0015 50 9211 -61 1841.850999033575 1844.3118718592964 150 TCGA 1 100 100 1.0 0.0015 50 9211 -62 1841.7304383107682 1844.4155297974246 150 TCGA 1 100 100 1.0 0.0015 50 9211 -63 1841.104727989356 1843.6931753494032 150 TCGA 1 100 100 1.0 0.0015 50 9211 -64 1840.1601380600382 1842.9882622340217 150 TCGA 1 100 100 1.0 0.0015 50 9211 -65 1840.034912327382 1842.8044936597048 150 TCGA 1 100 100 1.0 0.0015 50 9211 -66 1839.53034164645 1843.007359797032 150 TCGA 1 100 100 1.0 0.0015 50 9211 -67 1839.1587987474625 1843.153176159116 150 TCGA 1 100 100 1.0 0.0015 50 9211 -68 1838.6678404664872 1841.1128506301036 150 TCGA 1 100 100 1.0 0.0015 50 9211 -69 1837.9972654015428 1842.9338452516488 150 TCGA 1 100 100 1.0 0.0015 50 9211 -70 1837.8095074038458 1843.654564325534 150 TCGA 1 100 100 1.0 0.0015 50 9211 -71 1837.4282833439574 1839.7815481214668 150 TCGA 1 100 100 1.0 0.0015 50 9211 -72 1836.653632226061 1839.1101497477623 150 TCGA 1 100 100 1.0 0.0015 50 9211 -73 1836.4897266502478 1838.9744106273556 150 TCGA 1 100 100 1.0 0.0015 50 9211 -74 1835.7961808928608 1838.5656069654915 150 TCGA 1 100 100 1.0 0.0015 50 9211 -75 1835.7809207140035 1841.1504875451476 150 TCGA 1 100 100 1.0 0.0015 50 9211 -76 1834.8971492828223 1838.638906814345 150 TCGA 1 100 100 1.0 0.0015 50 9211 -77 1834.9617069285687 1837.8183072344143 150 TCGA 1 100 100 1.0 0.0015 50 9211 -78 1834.6445621116204 1837.1098411981784 150 TCGA 1 100 100 1.0 0.0015 50 9211 -79 1834.1579977487504 1836.8905685654836 150 TCGA 1 100 100 1.0 0.0015 50 9211 -80 1833.5751314228141 1836.2301773761385 150 TCGA 1 100 100 1.0 0.0015 50 9211 -81 1833.40360274061 1837.6553403001335 150 TCGA 1 100 100 1.0 0.0015 50 9211 -82 1833.0849201429342 1835.3875806032113 150 TCGA 1 100 100 1.0 0.0015 50 9211 -83 1832.740246896779 1834.8640645856235 150 TCGA 1 100 100 1.0 0.0015 50 9211 -84 1832.5032137370374 1835.4462387621702 150 TCGA 1 100 100 1.0 0.0015 50 9211 -85 1832.1854548896579 1834.4976812774812 150 TCGA 1 100 100 1.0 0.0015 50 9211 -86 1832.1170292541456 1835.0034560007066 150 TCGA 1 100 100 1.0 0.0015 50 9211 -87 1831.3518863085699 1834.603437107412 150 TCGA 1 100 100 1.0 0.0015 50 9211 -88 1831.2430551679874 1834.2238370809123 150 TCGA 1 100 100 1.0 0.0015 50 9211 -89 1831.0279099278875 1833.3633284832365 150 TCGA 1 100 100 1.0 0.0015 50 9211 -90 1830.6557967088786 1835.2393939914416 150 TCGA 1 100 100 1.0 0.0015 50 9211 -91 1830.5590182505678 1832.8826100718436 150 TCGA 1 100 100 1.0 0.0015 50 9211 -92 1830.0877698354789 1836.610619013034 150 TCGA 1 100 100 1.0 0.0015 50 9211 -93 1829.8498154597726 1832.7936772485475 150 TCGA 1 100 100 1.0 0.0015 50 9211 -94 1829.4103307101275 1832.2463256222518 150 TCGA 1 100 100 1.0 0.0015 50 9211 -95 1829.1253006589482 1831.9194789867306 150 TCGA 1 100 100 1.0 0.0015 50 9211 -96 1828.7252900338303 1831.6744758951006 150 TCGA 1 100 100 1.0 0.0015 50 9211 -97 1828.553431084598 1832.2662108148163 150 TCGA 1 100 100 1.0 0.0015 50 9211 -98 1828.5184653863696 1831.293271778816 150 TCGA 1 100 100 1.0 0.0015 50 9211 -99 1828.3537111500568 1831.571723976327 150 TCGA 1 100 100 1.0 0.0015 50 9211 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 5d3a784dc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3497.721531742478 4396.472145885678 150 TCGA 1 50 100 0.5 0.0015 50 2070 -1 2171.7723500809243 3452.868755398084 150 TCGA 1 50 100 0.5 0.0015 50 2070 -2 2046.679958114854 2642.51531461016 150 TCGA 1 50 100 0.5 0.0015 50 2070 -3 2000.9314585618774 2135.0919011561714 150 TCGA 1 50 100 0.5 0.0015 50 2070 -4 1977.601878964458 2175.7295927881596 150 TCGA 1 50 100 0.5 0.0015 50 2070 -5 1961.869232051699 2011.573707158841 150 TCGA 1 50 100 0.5 0.0015 50 2070 -6 1951.6839669371625 1965.5261635325062 150 TCGA 1 50 100 0.5 0.0015 50 2070 -7 1942.6658718221115 1970.9694750608512 150 TCGA 1 50 100 0.5 0.0015 50 2070 -8 1935.3472296238638 1927.301499563246 150 TCGA 1 50 100 0.5 0.0015 50 2070 -9 1928.0962110677592 1945.148974241324 150 TCGA 1 50 100 0.5 0.0015 50 2070 -10 1921.6348359458932 1939.1946469407585 150 TCGA 1 50 100 0.5 0.0015 50 2070 -11 1916.5003514273355 1925.3717151430983 150 TCGA 1 50 100 0.5 0.0015 50 2070 -12 1913.4319061303142 1922.3948637229114 150 TCGA 1 50 100 0.5 0.0015 50 2070 -13 1906.986433190764 1907.9657086703046 150 TCGA 1 50 100 0.5 0.0015 50 2070 -14 1904.2785603518678 1895.5178124509266 150 TCGA 1 50 100 0.5 0.0015 50 2070 -15 1902.1489092399665 1901.2345203802215 150 TCGA 1 50 100 0.5 0.0015 50 2070 -16 1897.670799666689 1904.0530306562107 150 TCGA 1 50 100 0.5 0.0015 50 2070 -17 1896.2545639772156 1904.349356033095 150 TCGA 1 50 100 0.5 0.0015 50 2070 -18 1893.191569441889 1891.0697966149105 150 TCGA 1 50 100 0.5 0.0015 50 2070 -19 1890.182015624346 1890.1187866824357 150 TCGA 1 50 100 0.5 0.0015 50 2070 -20 1888.992227926679 1884.8568655042793 150 TCGA 1 50 100 0.5 0.0015 50 2070 -21 1885.9362051608587 1880.9701228309516 150 TCGA 1 50 100 0.5 0.0015 50 2070 -22 1883.1782856330315 1884.2787803764918 150 TCGA 1 50 100 0.5 0.0015 50 2070 -23 1881.5318767702172 1882.346481553274 150 TCGA 1 50 100 0.5 0.0015 50 2070 -24 1879.9350267783489 1878.2099443751963 150 TCGA 1 50 100 0.5 0.0015 50 2070 -25 1878.9054986115132 1874.045167855881 150 TCGA 1 50 100 0.5 0.0015 50 2070 -26 1876.3386488262065 1872.2240732470948 150 TCGA 1 50 100 0.5 0.0015 50 2070 -27 1873.8252879518632 1877.0465995750235 150 TCGA 1 50 100 0.5 0.0015 50 2070 -28 1872.4178449083804 1871.2144020885678 150 TCGA 1 50 100 0.5 0.0015 50 2070 -29 1871.5519448080317 1869.2213778855214 150 TCGA 1 50 100 0.5 0.0015 50 2070 -30 1869.7304659840358 1869.92687190837 150 TCGA 1 50 100 0.5 0.0015 50 2070 -31 1868.4367002548283 1864.4083319429178 150 TCGA 1 50 100 0.5 0.0015 50 2070 -32 1867.8058206051744 1866.453588131085 150 TCGA 1 50 100 0.5 0.0015 50 2070 -33 1865.728228427986 1865.0301624087233 150 TCGA 1 50 100 0.5 0.0015 50 2070 -34 1864.1985082514573 1863.236007307043 150 TCGA 1 50 100 0.5 0.0015 50 2070 -35 1862.9973504651616 1858.7214453615734 150 TCGA 1 50 100 0.5 0.0015 50 2070 -36 1862.3747713106234 1861.1196160244583 150 TCGA 1 50 100 0.5 0.0015 50 2070 -37 1860.89977476876 1859.1776313206658 150 TCGA 1 50 100 0.5 0.0015 50 2070 -38 1860.0825043525103 1858.0969851699906 150 TCGA 1 50 100 0.5 0.0015 50 2070 -39 1858.7898031243897 1859.0541986053313 150 TCGA 1 50 100 0.5 0.0015 50 2070 -40 1857.679347531659 1855.5725784685144 150 TCGA 1 50 100 0.5 0.0015 50 2070 -41 1857.1014320636677 1855.96784643432 150 TCGA 1 50 100 0.5 0.0015 50 2070 -42 1855.5637779572219 1854.7564924230528 150 TCGA 1 50 100 0.5 0.0015 50 2070 -43 1855.3864338284345 1852.9965206893844 150 TCGA 1 50 100 0.5 0.0015 50 2070 -44 1854.6473104581462 1853.4574649369897 150 TCGA 1 50 100 0.5 0.0015 50 2070 -45 1853.0191784328695 1851.5890475325848 150 TCGA 1 50 100 0.5 0.0015 50 2070 -46 1852.7767091315297 1852.812923872291 150 TCGA 1 50 100 0.5 0.0015 50 2070 -47 1851.8541772627168 1851.4058426900126 150 TCGA 1 50 100 0.5 0.0015 50 2070 -48 1850.8890923151866 1848.658831879122 150 TCGA 1 50 100 0.5 0.0015 50 2070 -49 1850.250659907286 1849.6408163866206 150 TCGA 1 50 100 0.5 0.0015 50 2070 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index c24e31deb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3469.511088873183 4123.676225365107 150 TCGA 1 50 100 0.0 0.0015 50 3228 -1 2186.740523588579 3103.489963243954 150 TCGA 1 50 100 0.0 0.0015 50 3228 -2 2042.4788917961337 2161.5648162688444 150 TCGA 1 50 100 0.0 0.0015 50 3228 -3 2002.839615360383 2273.85922900636 150 TCGA 1 50 100 0.0 0.0015 50 3228 -4 1978.3917394655732 2168.1398079263504 150 TCGA 1 50 100 0.0 0.0015 50 3228 -5 1961.9802229879476 2020.1435608216866 150 TCGA 1 50 100 0.0 0.0015 50 3228 -6 1951.6396024516416 1961.8211099442526 150 TCGA 1 50 100 0.0 0.0015 50 3228 -7 1941.1778198610075 1977.8836050369032 150 TCGA 1 50 100 0.0 0.0015 50 3228 -8 1933.1764510493551 1944.8344432121546 150 TCGA 1 50 100 0.0 0.0015 50 3228 -9 1926.6886726053235 1932.125876575259 150 TCGA 1 50 100 0.0 0.0015 50 3228 -10 1922.4288399159104 1964.9202868591 150 TCGA 1 50 100 0.0 0.0015 50 3228 -11 1916.5429347000268 1918.3888853446922 150 TCGA 1 50 100 0.0 0.0015 50 3228 -12 1913.0428988923716 1911.9118799564228 150 TCGA 1 50 100 0.0 0.0015 50 3228 -13 1907.7094222012474 1909.08161596557 150 TCGA 1 50 100 0.0 0.0015 50 3228 -14 1903.6701269106136 1903.469487942643 150 TCGA 1 50 100 0.0 0.0015 50 3228 -15 1901.5210771514896 1898.873230287178 150 TCGA 1 50 100 0.0 0.0015 50 3228 -16 1897.9923689636032 1893.0577245357647 150 TCGA 1 50 100 0.0 0.0015 50 3228 -17 1895.2102863129953 1895.3204131006596 150 TCGA 1 50 100 0.0 0.0015 50 3228 -18 1892.8052908344612 1890.6178720752198 150 TCGA 1 50 100 0.0 0.0015 50 3228 -19 1889.8149604818652 1886.7616911461605 150 TCGA 1 50 100 0.0 0.0015 50 3228 -20 1887.9884470307225 1888.5467106038002 150 TCGA 1 50 100 0.0 0.0015 50 3228 -21 1885.3610819405592 1885.9804368522298 150 TCGA 1 50 100 0.0 0.0015 50 3228 -22 1883.5855567779695 1882.6679362388113 150 TCGA 1 50 100 0.0 0.0015 50 3228 -23 1882.2039294323229 1881.5212475953988 150 TCGA 1 50 100 0.0 0.0015 50 3228 -24 1879.7526824130239 1874.558509711644 150 TCGA 1 50 100 0.0 0.0015 50 3228 -25 1877.5318977397685 1873.8252032869425 150 TCGA 1 50 100 0.0 0.0015 50 3228 -26 1875.6930705974353 1878.7564298543498 150 TCGA 1 50 100 0.0 0.0015 50 3228 -27 1874.0180680685537 1872.571404998626 150 TCGA 1 50 100 0.0 0.0015 50 3228 -28 1873.087626427728 1872.0662952212233 150 TCGA 1 50 100 0.0 0.0015 50 3228 -29 1870.70365125535 1869.1422315434595 150 TCGA 1 50 100 0.0 0.0015 50 3228 -30 1869.8405040524237 1868.4387409459407 150 TCGA 1 50 100 0.0 0.0015 50 3228 -31 1868.801189304662 1880.7343529169284 150 TCGA 1 50 100 0.0 0.0015 50 3228 -32 1867.0922668164085 1864.22531664671 150 TCGA 1 50 100 0.0 0.0015 50 3228 -33 1866.0482079222447 1864.608778143648 150 TCGA 1 50 100 0.0 0.0015 50 3228 -34 1864.4423322893704 1868.57500821981 150 TCGA 1 50 100 0.0 0.0015 50 3228 -35 1863.812169705721 1860.4638009382852 150 TCGA 1 50 100 0.0 0.0015 50 3228 -36 1862.1935662909243 1859.7361950131517 150 TCGA 1 50 100 0.0 0.0015 50 3228 -37 1860.76031467571 1857.7623628395886 150 TCGA 1 50 100 0.0 0.0015 50 3228 -38 1859.7224612972116 1857.3064903374293 150 TCGA 1 50 100 0.0 0.0015 50 3228 -39 1858.601943576292 1856.1089094152403 150 TCGA 1 50 100 0.0 0.0015 50 3228 -40 1857.649577417894 1856.3971076083542 150 TCGA 1 50 100 0.0 0.0015 50 3228 -41 1856.9244386400678 1853.5024855723932 150 TCGA 1 50 100 0.0 0.0015 50 3228 -42 1855.7643487732091 1852.4164008519158 150 TCGA 1 50 100 0.0 0.0015 50 3228 -43 1854.6753584934886 1853.2337302969927 150 TCGA 1 50 100 0.0 0.0015 50 3228 -44 1854.5106482400947 1851.9361173543498 150 TCGA 1 50 100 0.0 0.0015 50 3228 -45 1853.483045633995 1853.2351693771593 150 TCGA 1 50 100 0.0 0.0015 50 3228 -46 1852.371885878551 1850.8790332276617 150 TCGA 1 50 100 0.0 0.0015 50 3228 -47 1851.9043469484902 1849.5656676939384 150 TCGA 1 50 100 0.0 0.0015 50 3228 -48 1850.921711957991 1849.407725271867 150 TCGA 1 50 100 0.0 0.0015 50 3228 -49 1849.8896715598707 1848.3882737662923 150 TCGA 1 50 100 0.0 0.0015 50 3228 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index e3124d53c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3481.3645002363196 4348.463069743248 150 TCGA 1 50 100 1.0 0.0015 50 5535 -1 2179.687639906013 3232.678109787217 150 TCGA 1 50 100 1.0 0.0015 50 5535 -2 2047.4055161338283 2695.4638500117776 150 TCGA 1 50 100 1.0 0.0015 50 5535 -3 2003.8423764739455 2199.501737201633 150 TCGA 1 50 100 1.0 0.0015 50 5535 -4 1977.9234996701553 2054.2091990715294 150 TCGA 1 50 100 1.0 0.0015 50 5535 -5 1963.390412238762 1975.165231675958 150 TCGA 1 50 100 1.0 0.0015 50 5535 -6 1952.5557445615966 2047.6726460672503 150 TCGA 1 50 100 1.0 0.0015 50 5535 -7 1944.1789132752765 1985.344505731784 150 TCGA 1 50 100 1.0 0.0015 50 5535 -8 1933.279208486774 1962.0327430610082 150 TCGA 1 50 100 1.0 0.0015 50 5535 -9 1928.603745131903 1936.3218012670775 150 TCGA 1 50 100 1.0 0.0015 50 5535 -10 1922.8186731279955 1938.6695249931297 150 TCGA 1 50 100 1.0 0.0015 50 5535 -11 1916.6865123327668 1913.7276206471813 150 TCGA 1 50 100 1.0 0.0015 50 5535 -12 1911.9884482706375 1929.4945730851523 150 TCGA 1 50 100 1.0 0.0015 50 5535 -13 1908.7701049627556 1911.1724252365343 150 TCGA 1 50 100 1.0 0.0015 50 5535 -14 1906.0353506168944 1902.5714430305827 150 TCGA 1 50 100 1.0 0.0015 50 5535 -15 1902.5567772881582 1898.6502851169912 150 TCGA 1 50 100 1.0 0.0015 50 5535 -16 1898.29203745121 1896.8105873606312 150 TCGA 1 50 100 1.0 0.0015 50 5535 -17 1896.0403626666882 1890.7554686273163 150 TCGA 1 50 100 1.0 0.0015 50 5535 -18 1894.2236056706245 1892.8925302783448 150 TCGA 1 50 100 1.0 0.0015 50 5535 -19 1891.0367468293057 1891.295474565209 150 TCGA 1 50 100 1.0 0.0015 50 5535 -20 1888.2111813681163 1893.7913100659548 150 TCGA 1 50 100 1.0 0.0015 50 5535 -21 1886.5282884834733 1882.495331270611 150 TCGA 1 50 100 1.0 0.0015 50 5535 -22 1884.0729208723856 1879.7966750255182 150 TCGA 1 50 100 1.0 0.0015 50 5535 -23 1882.0887390129906 1881.2982140929255 150 TCGA 1 50 100 1.0 0.0015 50 5535 -24 1879.7510241016585 1879.445479963293 150 TCGA 1 50 100 1.0 0.0015 50 5535 -25 1877.872514815213 1873.451193344653 150 TCGA 1 50 100 1.0 0.0015 50 5535 -26 1875.9653863695028 1874.9634653982805 150 TCGA 1 50 100 1.0 0.0015 50 5535 -27 1875.1597002474161 1872.8945858442603 150 TCGA 1 50 100 1.0 0.0015 50 5535 -28 1872.3553059668743 1870.1623578095555 150 TCGA 1 50 100 1.0 0.0015 50 5535 -29 1871.669587329584 1866.9746406593515 150 TCGA 1 50 100 1.0 0.0015 50 5535 -30 1870.707831690069 1871.0291404532427 150 TCGA 1 50 100 1.0 0.0015 50 5535 -31 1868.882032893228 1868.5675208316975 150 TCGA 1 50 100 1.0 0.0015 50 5535 -32 1867.7767903527747 1865.407689693585 150 TCGA 1 50 100 1.0 0.0015 50 5535 -33 1865.9197782083659 1860.6233701466315 150 TCGA 1 50 100 1.0 0.0015 50 5535 -34 1865.0354957141997 1861.5876881968436 150 TCGA 1 50 100 1.0 0.0015 50 5535 -35 1863.33842402008 1863.723105272456 150 TCGA 1 50 100 1.0 0.0015 50 5535 -36 1862.5657869737747 1862.4063567348462 150 TCGA 1 50 100 1.0 0.0015 50 5535 -37 1860.9043222728192 1858.767851096302 150 TCGA 1 50 100 1.0 0.0015 50 5535 -38 1860.3025666458398 1858.3997772063442 150 TCGA 1 50 100 1.0 0.0015 50 5535 -39 1859.3513501611508 1856.025788120289 150 TCGA 1 50 100 1.0 0.0015 50 5535 -40 1857.7419678715407 1856.721275444606 150 TCGA 1 50 100 1.0 0.0015 50 5535 -41 1856.9690296757713 1853.4961060183732 150 TCGA 1 50 100 1.0 0.0015 50 5535 -42 1856.033426091692 1854.3779235533134 150 TCGA 1 50 100 1.0 0.0015 50 5535 -43 1855.0223025690166 1852.8257504563835 150 TCGA 1 50 100 1.0 0.0015 50 5535 -44 1854.1445500939828 1850.4131221292007 150 TCGA 1 50 100 1.0 0.0015 50 5535 -45 1853.1837142942634 1851.514475453439 150 TCGA 1 50 100 1.0 0.0015 50 5535 -46 1852.6229116561383 1852.3971836722676 150 TCGA 1 50 100 1.0 0.0015 50 5535 -47 1852.3313083523071 1850.1543349069566 150 TCGA 1 50 100 1.0 0.0015 50 5535 -48 1850.5933671115245 1849.0265892450534 150 TCGA 1 50 100 1.0 0.0015 50 5535 -49 1850.1857740383273 1849.995422056572 150 TCGA 1 50 100 1.0 0.0015 50 5535 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 3fceab9d1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2638.6047909661374 2918.888251069802 50 TCGA 1 100 100 0.5 0.0015 50 1878 -1 2008.4575010006522 2089.580174431729 50 TCGA 1 100 100 0.5 0.0015 50 1878 -2 1957.2312657564582 1945.2708047071294 50 TCGA 1 100 100 0.5 0.0015 50 1878 -3 1933.8702518477187 1915.382545049466 50 TCGA 1 100 100 0.5 0.0015 50 1878 -4 1916.6509700604402 1908.726357618169 50 TCGA 1 100 100 0.5 0.0015 50 1878 -5 1905.256746064101 1893.8474114959563 50 TCGA 1 100 100 0.5 0.0015 50 1878 -6 1896.642857419259 1904.8821806787846 50 TCGA 1 100 100 0.5 0.0015 50 1878 -7 1889.733364087767 1880.9598676978644 50 TCGA 1 100 100 0.5 0.0015 50 1878 -8 1883.9887556605527 1877.3373072638583 50 TCGA 1 100 100 0.5 0.0015 50 1878 -9 1879.638436509158 1874.7022656004633 50 TCGA 1 100 100 0.5 0.0015 50 1878 -10 1874.7530010575522 1869.5133878621623 50 TCGA 1 100 100 0.5 0.0015 50 1878 -11 1871.3958945569748 1863.250315297189 50 TCGA 1 100 100 0.5 0.0015 50 1878 -12 1868.3958329972393 1869.2558869788395 50 TCGA 1 100 100 0.5 0.0015 50 1878 -13 1864.5670111105103 1860.057852126845 50 TCGA 1 100 100 0.5 0.0015 50 1878 -14 1862.2430457119324 1856.6153061449827 50 TCGA 1 100 100 0.5 0.0015 50 1878 -15 1859.2805516826002 1855.6708978240813 50 TCGA 1 100 100 0.5 0.0015 50 1878 -16 1857.416496439509 1851.70891137818 50 TCGA 1 100 100 0.5 0.0015 50 1878 -17 1855.242251703071 1851.1550728495995 50 TCGA 1 100 100 0.5 0.0015 50 1878 -18 1853.0275819499334 1850.8694485611652 50 TCGA 1 100 100 0.5 0.0015 50 1878 -19 1851.7630936658493 1847.475744812932 50 TCGA 1 100 100 0.5 0.0015 50 1878 -20 1849.746013087398 1845.1777135187658 50 TCGA 1 100 100 0.5 0.0015 50 1878 -21 1848.2286181700576 1842.7943225649733 50 TCGA 1 100 100 0.5 0.0015 50 1878 -22 1846.7530176805883 1841.7723744454695 50 TCGA 1 100 100 0.5 0.0015 50 1878 -23 1845.1893136686267 1839.9192955745525 50 TCGA 1 100 100 0.5 0.0015 50 1878 -24 1843.6976888447764 1839.589564031093 50 TCGA 1 100 100 0.5 0.0015 50 1878 -25 1842.9309295541887 1838.8623390389448 50 TCGA 1 100 100 0.5 0.0015 50 1878 -26 1841.3684184630808 1836.9174179000472 50 TCGA 1 100 100 0.5 0.0015 50 1878 -27 1840.2661419355493 1837.3985724521042 50 TCGA 1 100 100 0.5 0.0015 50 1878 -28 1839.6657171597476 1835.8845343661667 50 TCGA 1 100 100 0.5 0.0015 50 1878 -29 1838.2646205325998 1834.4490200023556 50 TCGA 1 100 100 0.5 0.0015 50 1878 -30 1837.158396551739 1833.640981396239 50 TCGA 1 100 100 0.5 0.0015 50 1878 -31 1836.3989519557192 1832.5698352602858 50 TCGA 1 100 100 0.5 0.0015 50 1878 -32 1835.8503815014058 1831.5329510099325 50 TCGA 1 100 100 0.5 0.0015 50 1878 -33 1834.8398298248007 1830.612944483158 50 TCGA 1 100 100 0.5 0.0015 50 1878 -34 1834.3038788029146 1830.5088277078753 50 TCGA 1 100 100 0.5 0.0015 50 1878 -35 1833.7719959557514 1829.5433343475188 50 TCGA 1 100 100 0.5 0.0015 50 1878 -36 1832.995600045825 1828.8481666143216 50 TCGA 1 100 100 0.5 0.0015 50 1878 -37 1832.5842537771898 1830.0085596439228 50 TCGA 1 100 100 0.5 0.0015 50 1878 -38 1831.8988189986806 1827.5120843475188 50 TCGA 1 100 100 0.5 0.0015 50 1878 -39 1831.4364728189923 1828.541832085231 50 TCGA 1 100 100 0.5 0.0015 50 1878 -40 1830.8455269616927 1828.180795947511 50 TCGA 1 100 100 0.5 0.0015 50 1878 -41 1830.3756864496422 1827.1073654404836 50 TCGA 1 100 100 0.5 0.0015 50 1878 -42 1830.1206899601004 1826.0582986956265 50 TCGA 1 100 100 0.5 0.0015 50 1878 -43 1829.667725535905 1828.1544674053864 50 TCGA 1 100 100 0.5 0.0015 50 1878 -44 1829.2026480414902 1825.7116441582914 50 TCGA 1 100 100 0.5 0.0015 50 1878 -45 1829.2592309763793 1828.598891061754 50 TCGA 1 100 100 0.5 0.0015 50 1878 -46 1828.4355083831333 1825.0995265634815 50 TCGA 1 100 100 0.5 0.0015 50 1878 -47 1828.2735542563912 1824.8597663611024 50 TCGA 1 100 100 0.5 0.0015 50 1878 -48 1828.1864093244442 1823.7890121996702 50 TCGA 1 100 100 0.5 0.0015 50 1878 -49 1827.7967247386532 1823.817298774144 50 TCGA 1 100 100 0.5 0.0015 50 1878 -50 1827.491940102895 1824.6840341845948 50 TCGA 1 100 100 0.5 0.0015 50 1878 -51 1827.1153259652044 1823.347713297935 50 TCGA 1 100 100 0.5 0.0015 50 1878 -52 1826.8458343788586 1824.23688940307 50 TCGA 1 100 100 0.5 0.0015 50 1878 -53 1826.7593991960555 1823.5066715413002 50 TCGA 1 100 100 0.5 0.0015 50 1878 -54 1826.5608771284026 1823.6854769452732 50 TCGA 1 100 100 0.5 0.0015 50 1878 -55 1826.2571635748184 1822.5385625637955 50 TCGA 1 100 100 0.5 0.0015 50 1878 -56 1826.075808402776 1822.6874668753926 50 TCGA 1 100 100 0.5 0.0015 50 1878 -57 1825.995933037941 1822.4745161353644 50 TCGA 1 100 100 0.5 0.0015 50 1878 -58 1825.9680677197423 1823.55769018432 50 TCGA 1 100 100 0.5 0.0015 50 1878 -59 1825.5752853357787 1822.3475360199434 50 TCGA 1 100 100 0.5 0.0015 50 1878 -60 1825.3742730146753 1823.1527866382694 50 TCGA 1 100 100 0.5 0.0015 50 1878 -61 1825.2063780736812 1822.5749186606863 50 TCGA 1 100 100 0.5 0.0015 50 1878 -62 1825.0853474775931 1822.685468357412 50 TCGA 1 100 100 0.5 0.0015 50 1878 -63 1824.9532838453738 1822.7145805933967 50 TCGA 1 100 100 0.5 0.0015 50 1878 -64 1824.99008029853 1821.3597264888897 50 TCGA 1 100 100 0.5 0.0015 50 1878 -65 1824.68501255339 1821.546534552646 50 TCGA 1 100 100 0.5 0.0015 50 1878 -66 1825.221270583679 1821.5667565120525 50 TCGA 1 100 100 0.5 0.0015 50 1878 -67 1824.782848863573 1821.0396759186558 50 TCGA 1 100 100 0.5 0.0015 50 1878 -68 1824.517742502302 1821.2566236946452 50 TCGA 1 100 100 0.5 0.0015 50 1878 -69 1824.213718315948 1821.3642805089903 50 TCGA 1 100 100 0.5 0.0015 50 1878 -70 1824.4125758827977 1822.9926622860396 50 TCGA 1 100 100 0.5 0.0015 50 1878 -71 1824.4243916868033 1822.6917706206816 50 TCGA 1 100 100 0.5 0.0015 50 1878 -72 1824.0201139827966 1821.3646546943703 50 TCGA 1 100 100 0.5 0.0015 50 1878 -73 1824.0001823083805 1820.7077918891332 50 TCGA 1 100 100 0.5 0.0015 50 1878 -74 1824.1545148956575 1820.7113386758008 50 TCGA 1 100 100 0.5 0.0015 50 1878 -75 1823.6745677002307 1820.0232399791928 50 TCGA 1 100 100 0.5 0.0015 50 1878 -76 1823.841914026529 1821.1886483197236 50 TCGA 1 100 100 0.5 0.0015 50 1878 -77 1823.9946368635067 1821.1413402461526 50 TCGA 1 100 100 0.5 0.0015 50 1878 -78 1823.8758291352447 1821.4220811086684 50 TCGA 1 100 100 0.5 0.0015 50 1878 -79 1824.0827366662538 1821.641605243012 50 TCGA 1 100 100 0.5 0.0015 50 1878 -80 1823.6557804264785 1820.5565529061323 50 TCGA 1 100 100 0.5 0.0015 50 1878 -81 1823.6384767723318 1821.1285559879475 50 TCGA 1 100 100 0.5 0.0015 50 1878 -82 1824.0354830016647 1820.994693315209 50 TCGA 1 100 100 0.5 0.0015 50 1878 -83 1823.4610768609953 1820.50768920285 50 TCGA 1 100 100 0.5 0.0015 50 1878 -84 1823.4761936866037 1820.147227224992 50 TCGA 1 100 100 0.5 0.0015 50 1878 -85 1823.7023888311292 1819.9630537943624 50 TCGA 1 100 100 0.5 0.0015 50 1878 -86 1823.2896760126644 1819.357445184909 50 TCGA 1 100 100 0.5 0.0015 50 1878 -87 1823.362043896588 1819.6548820763976 50 TCGA 1 100 100 0.5 0.0015 50 1878 -88 1823.254019164017 1820.2990047895728 50 TCGA 1 100 100 0.5 0.0015 50 1878 -89 1823.1063528775185 1821.6619584740106 50 TCGA 1 100 100 0.5 0.0015 50 1878 -90 1823.2236436583498 1820.2654722587547 50 TCGA 1 100 100 0.5 0.0015 50 1878 -91 1823.2485808695994 1820.016284425055 50 TCGA 1 100 100 0.5 0.0015 50 1878 -92 1822.889448756684 1819.694309560498 50 TCGA 1 100 100 0.5 0.0015 50 1878 -93 1823.0016088373948 1819.469329067211 50 TCGA 1 100 100 0.5 0.0015 50 1878 -94 1823.1040885883565 1819.939301610592 50 TCGA 1 100 100 0.5 0.0015 50 1878 -95 1823.1720165001893 1819.7036138946687 50 TCGA 1 100 100 0.5 0.0015 50 1878 -96 1823.0498664243664 1820.186468229821 50 TCGA 1 100 100 0.5 0.0015 50 1878 -97 1822.943456974023 1819.200767632106 50 TCGA 1 100 100 0.5 0.0015 50 1878 -98 1822.6743805684446 1819.6434240293263 50 TCGA 1 100 100 0.5 0.0015 50 1878 -99 1822.9352954992667 1820.3277189168498 50 TCGA 1 100 100 0.5 0.0015 50 1878 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index 75c44c548..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2633.132478049962 2351.2621272868246 50 TCGA 1 100 100 0.0 0.0015 50 4228 -1 2002.8922156338074 2008.8248376894237 50 TCGA 1 100 100 0.0 0.0015 50 4228 -2 1960.6887210846373 1937.5916766449434 50 TCGA 1 100 100 0.0 0.0015 50 4228 -3 1935.7874645493316 1928.9607454999607 50 TCGA 1 100 100 0.0 0.0015 50 4228 -4 1918.9606869554184 1938.7722867266018 50 TCGA 1 100 100 0.0 0.0015 50 4228 -5 1907.464179686955 1895.2115619601916 50 TCGA 1 100 100 0.0 0.0015 50 4228 -6 1897.503979786497 1891.359111229978 50 TCGA 1 100 100 0.0 0.0015 50 4228 -7 1890.629335723853 1882.8652785411432 50 TCGA 1 100 100 0.0 0.0015 50 4228 -8 1885.2015638107673 1884.9643143697 50 TCGA 1 100 100 0.0 0.0015 50 4228 -9 1880.548482420349 1871.4044545235945 50 TCGA 1 100 100 0.0 0.0015 50 4228 -10 1875.1395513834943 1869.84893400106 50 TCGA 1 100 100 0.0 0.0015 50 4228 -11 1872.2129389135575 1865.121131168538 50 TCGA 1 100 100 0.0 0.0015 50 4228 -12 1868.0902814536187 1868.208686866952 50 TCGA 1 100 100 0.0 0.0015 50 4228 -13 1864.6570849669326 1859.1719903227072 50 TCGA 1 100 100 0.0 0.0015 50 4228 -14 1861.7235414403026 1856.80360604291 50 TCGA 1 100 100 0.0 0.0015 50 4228 -15 1859.833996310885 1853.7141285038474 50 TCGA 1 100 100 0.0 0.0015 50 4228 -16 1857.405771392812 1851.938927425212 50 TCGA 1 100 100 0.0 0.0015 50 4228 -17 1855.4063874670592 1850.2607783792007 50 TCGA 1 100 100 0.0 0.0015 50 4228 -18 1852.7949166837075 1849.5272535774577 50 TCGA 1 100 100 0.0 0.0015 50 4228 -19 1851.5828341290226 1847.4845528914102 50 TCGA 1 100 100 0.0 0.0015 50 4228 -20 1849.7502623442122 1844.8818580205716 50 TCGA 1 100 100 0.0 0.0015 50 4228 -21 1848.1214311976348 1843.302935576319 50 TCGA 1 100 100 0.0 0.0015 50 4228 -22 1846.5138037692543 1842.7293296315563 50 TCGA 1 100 100 0.0 0.0015 50 4228 -23 1845.4586698589799 1841.008005113458 50 TCGA 1 100 100 0.0 0.0015 50 4228 -24 1843.8152992239168 1844.2674094348697 50 TCGA 1 100 100 0.0 0.0015 50 4228 -25 1842.6183610999806 1840.8695411873823 50 TCGA 1 100 100 0.0 0.0015 50 4228 -26 1841.4916007476986 1836.1933587615813 50 TCGA 1 100 100 0.0 0.0015 50 4228 -27 1840.3690474814955 1837.8986558770414 50 TCGA 1 100 100 0.0 0.0015 50 4228 -28 1839.0245484502097 1835.244903104389 50 TCGA 1 100 100 0.0 0.0015 50 4228 -29 1838.2159804795413 1840.1888777383008 50 TCGA 1 100 100 0.0 0.0015 50 4228 -30 1837.6428326073335 1833.2718094868876 50 TCGA 1 100 100 0.0 0.0015 50 4228 -31 1836.5066598559454 1831.6358476955088 50 TCGA 1 100 100 0.0 0.0015 50 4228 -32 1836.0389138328296 1832.352095560812 50 TCGA 1 100 100 0.0 0.0015 50 4228 -33 1835.029062531066 1830.4356063766097 50 TCGA 1 100 100 0.0 0.0015 50 4228 -34 1834.3527424494355 1829.8038876020728 50 TCGA 1 100 100 0.0 0.0015 50 4228 -35 1833.4105008646159 1829.101993733315 50 TCGA 1 100 100 0.0 0.0015 50 4228 -36 1832.734409908376 1829.620120868012 50 TCGA 1 100 100 0.0 0.0015 50 4228 -37 1832.3897397279447 1828.1616493110082 50 TCGA 1 100 100 0.0 0.0015 50 4228 -38 1831.8587399727667 1828.754195170187 50 TCGA 1 100 100 0.0 0.0015 50 4228 -39 1831.335345760788 1827.2019889486494 50 TCGA 1 100 100 0.0 0.0015 50 4228 -40 1831.0555362967539 1827.859355370603 50 TCGA 1 100 100 0.0 0.0015 50 4228 -41 1830.5499424406933 1827.3302198247095 50 TCGA 1 100 100 0.0 0.0015 50 4228 -42 1830.1403204169253 1825.648740528816 50 TCGA 1 100 100 0.0 0.0015 50 4228 -43 1829.4698998780905 1826.7001143412374 50 TCGA 1 100 100 0.0 0.0015 50 4228 -44 1829.3540047374017 1825.1694930953597 50 TCGA 1 100 100 0.0 0.0015 50 4228 -45 1829.1745016304747 1825.6094737604035 50 TCGA 1 100 100 0.0 0.0015 50 4228 -46 1828.4616698537477 1825.0701438098697 50 TCGA 1 100 100 0.0 0.0015 50 4228 -47 1828.4652336964532 1825.6959222381438 50 TCGA 1 100 100 0.0 0.0015 50 4228 -48 1828.069067271084 1824.8967493718592 50 TCGA 1 100 100 0.0 0.0015 50 4228 -49 1827.636919425473 1823.8557398810458 50 TCGA 1 100 100 0.0 0.0015 50 4228 -50 1827.6230730358438 1824.289716404287 50 TCGA 1 100 100 0.0 0.0015 50 4228 -51 1827.4943836347136 1824.9089312529445 50 TCGA 1 100 100 0.0 0.0015 50 4228 -52 1826.9743202976756 1823.7662905592415 50 TCGA 1 100 100 0.0 0.0015 50 4228 -53 1826.776640936205 1823.889772961487 50 TCGA 1 100 100 0.0 0.0015 50 4228 -54 1826.70027514395 1822.756153202536 50 TCGA 1 100 100 0.0 0.0015 50 4228 -55 1826.5711856862904 1822.8601282781092 50 TCGA 1 100 100 0.0 0.0015 50 4228 -56 1826.3048287276804 1822.607851268059 50 TCGA 1 100 100 0.0 0.0015 50 4228 -57 1826.2866675156224 1822.797418488929 50 TCGA 1 100 100 0.0 0.0015 50 4228 -58 1826.092246773387 1823.774433691897 50 TCGA 1 100 100 0.0 0.0015 50 4228 -59 1825.8437396855422 1821.772498356038 50 TCGA 1 100 100 0.0 0.0015 50 4228 -60 1825.5521276205536 1822.5448243414337 50 TCGA 1 100 100 0.0 0.0015 50 4228 -61 1825.5089015813794 1823.1281351827497 50 TCGA 1 100 100 0.0 0.0015 50 4228 -62 1825.4490989823869 1822.1387976258245 50 TCGA 1 100 100 0.0 0.0015 50 4228 -63 1825.2425442548824 1822.1925337134894 50 TCGA 1 100 100 0.0 0.0015 50 4228 -64 1825.483311697952 1822.7016521818075 50 TCGA 1 100 100 0.0 0.0015 50 4228 -65 1825.190939701326 1821.6213391174624 50 TCGA 1 100 100 0.0 0.0015 50 4228 -66 1824.684429439081 1821.1584055531564 50 TCGA 1 100 100 0.0 0.0015 50 4228 -67 1824.7027221502556 1821.040297311754 50 TCGA 1 100 100 0.0 0.0015 50 4228 -68 1824.641403216977 1820.966962498037 50 TCGA 1 100 100 0.0 0.0015 50 4228 -69 1824.3574395063188 1821.3793049721262 50 TCGA 1 100 100 0.0 0.0015 50 4228 -70 1824.4854833613763 1821.181256011503 50 TCGA 1 100 100 0.0 0.0015 50 4228 -71 1824.4297153640239 1821.1992856126335 50 TCGA 1 100 100 0.0 0.0015 50 4228 -72 1824.65680741673 1821.330714240146 50 TCGA 1 100 100 0.0 0.0015 50 4228 -73 1824.196363498276 1824.2216753935695 50 TCGA 1 100 100 0.0 0.0015 50 4228 -74 1824.2374275889642 1820.9521919902245 50 TCGA 1 100 100 0.0 0.0015 50 4228 -75 1824.0421220515639 1821.1530872134108 50 TCGA 1 100 100 0.0 0.0015 50 4228 -76 1824.0502270761247 1820.354049912649 50 TCGA 1 100 100 0.0 0.0015 50 4228 -77 1824.0930097162463 1821.4478495995604 50 TCGA 1 100 100 0.0 0.0015 50 4228 -78 1823.7963973329674 1820.0282767597755 50 TCGA 1 100 100 0.0 0.0015 50 4228 -79 1824.0038877057768 1821.405763559006 50 TCGA 1 100 100 0.0 0.0015 50 4228 -80 1823.5328028504637 1821.0957252080716 50 TCGA 1 100 100 0.0 0.0015 50 4228 -81 1823.6815114694589 1821.7832018981626 50 TCGA 1 100 100 0.0 0.0015 50 4228 -82 1823.9316896765822 1820.729538193899 50 TCGA 1 100 100 0.0 0.0015 50 4228 -83 1823.4122964931607 1820.1195197177292 50 TCGA 1 100 100 0.0 0.0015 50 4228 -84 1823.6943138506626 1820.0956074316896 50 TCGA 1 100 100 0.0 0.0015 50 4228 -85 1823.3550645649625 1820.9933517686086 50 TCGA 1 100 100 0.0 0.0015 50 4228 -86 1823.4558275105471 1820.2602177145493 50 TCGA 1 100 100 0.0 0.0015 50 4228 -87 1823.1053782634563 1819.6549587537295 50 TCGA 1 100 100 0.0 0.0015 50 4228 -88 1823.3109395601664 1820.3453816936244 50 TCGA 1 100 100 0.0 0.0015 50 4228 -89 1823.5237756289066 1820.4713619366364 50 TCGA 1 100 100 0.0 0.0015 50 4228 -90 1823.2121114542422 1819.5433699258008 50 TCGA 1 100 100 0.0 0.0015 50 4228 -91 1823.5463090537448 1819.2920891076476 50 TCGA 1 100 100 0.0 0.0015 50 4228 -92 1823.0681780067748 1819.167161491049 50 TCGA 1 100 100 0.0 0.0015 50 4228 -93 1823.302668155364 1821.9289415829146 50 TCGA 1 100 100 0.0 0.0015 50 4228 -94 1823.1760763088923 1821.805710068899 50 TCGA 1 100 100 0.0 0.0015 50 4228 -95 1823.0957784736804 1820.9814606479663 50 TCGA 1 100 100 0.0 0.0015 50 4228 -96 1823.23371868983 1820.956434393648 50 TCGA 1 100 100 0.0 0.0015 50 4228 -97 1823.0931318138098 1819.4678507282506 50 TCGA 1 100 100 0.0 0.0015 50 4228 -98 1822.7494534291197 1819.8401737692368 50 TCGA 1 100 100 0.0 0.0015 50 4228 -99 1822.818831591857 1820.189777623469 50 TCGA 1 100 100 0.0 0.0015 50 4228 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index fc133133a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2635.3549911783452 2782.4713582561244 50 TCGA 1 100 100 1.0 0.0015 50 734 -1 2005.6322650570917 1977.3143543645965 50 TCGA 1 100 100 1.0 0.0015 50 734 -2 1958.395996189128 1951.6836501845164 50 TCGA 1 100 100 1.0 0.0015 50 734 -3 1931.4196629916494 1928.5709437077967 50 TCGA 1 100 100 1.0 0.0015 50 734 -4 1917.085309994009 1922.4270136080795 50 TCGA 1 100 100 1.0 0.0015 50 734 -5 1906.2795741526938 1904.4393316681062 50 TCGA 1 100 100 1.0 0.0015 50 734 -6 1896.6110109928957 1889.9351346576634 50 TCGA 1 100 100 1.0 0.0015 50 734 -7 1890.932858875546 1882.7372365980293 50 TCGA 1 100 100 1.0 0.0015 50 734 -8 1883.784667996001 1875.5880096282192 50 TCGA 1 100 100 1.0 0.0015 50 734 -9 1878.5413374578811 1870.7195940640704 50 TCGA 1 100 100 1.0 0.0015 50 734 -10 1875.3429608826712 1868.7304785646984 50 TCGA 1 100 100 1.0 0.0015 50 734 -11 1871.4186810334754 1864.6537484787218 50 TCGA 1 100 100 1.0 0.0015 50 734 -12 1867.9706074062874 1863.7598594780543 50 TCGA 1 100 100 1.0 0.0015 50 734 -13 1864.8036681944964 1861.0853081324592 50 TCGA 1 100 100 1.0 0.0015 50 734 -14 1861.7294741201672 1856.145661167164 50 TCGA 1 100 100 1.0 0.0015 50 734 -15 1859.6685899882887 1853.9870814031092 50 TCGA 1 100 100 1.0 0.0015 50 734 -16 1857.0964388987331 1852.3676377492934 50 TCGA 1 100 100 1.0 0.0015 50 734 -17 1855.2535931237749 1850.8743184918735 50 TCGA 1 100 100 1.0 0.0015 50 734 -18 1853.3041213357378 1848.92041935753 50 TCGA 1 100 100 1.0 0.0015 50 734 -19 1850.9119838302004 1848.378183029405 50 TCGA 1 100 100 1.0 0.0015 50 734 -20 1849.824287422215 1848.299042208111 50 TCGA 1 100 100 1.0 0.0015 50 734 -21 1847.40026305001 1844.4003660882538 50 TCGA 1 100 100 1.0 0.0015 50 734 -22 1846.4475655481742 1843.2978202781485 50 TCGA 1 100 100 1.0 0.0015 50 734 -23 1844.9708474729061 1841.1064428588254 50 TCGA 1 100 100 1.0 0.0015 50 734 -24 1843.8680134332662 1839.9520367953046 50 TCGA 1 100 100 1.0 0.0015 50 734 -25 1842.5384964856175 1838.549314565994 50 TCGA 1 100 100 1.0 0.0015 50 734 -26 1841.076157677292 1837.436370082836 50 TCGA 1 100 100 1.0 0.0015 50 734 -27 1840.1761092415798 1836.0970728888583 50 TCGA 1 100 100 1.0 0.0015 50 734 -28 1839.2641183942778 1835.091846561911 50 TCGA 1 100 100 1.0 0.0015 50 734 -29 1838.3050771875699 1838.098384991363 50 TCGA 1 100 100 1.0 0.0015 50 734 -30 1837.548712118008 1832.7479548622016 50 TCGA 1 100 100 1.0 0.0015 50 734 -31 1836.4222794030445 1833.1051687882773 50 TCGA 1 100 100 1.0 0.0015 50 734 -32 1835.835737260541 1832.283254652167 50 TCGA 1 100 100 1.0 0.0015 50 734 -33 1835.0554057650434 1832.6657567623272 50 TCGA 1 100 100 1.0 0.0015 50 734 -34 1834.4021031247385 1832.3518182955795 50 TCGA 1 100 100 1.0 0.0015 50 734 -35 1833.5510260037697 1831.1035622448178 50 TCGA 1 100 100 1.0 0.0015 50 734 -36 1832.8042294944767 1829.5894977818782 50 TCGA 1 100 100 1.0 0.0015 50 734 -37 1832.3312613309156 1828.6122433456344 50 TCGA 1 100 100 1.0 0.0015 50 734 -38 1831.7861476233527 1828.061236357569 50 TCGA 1 100 100 1.0 0.0015 50 734 -39 1831.1801804684012 1828.5496844574434 50 TCGA 1 100 100 1.0 0.0015 50 734 -40 1830.6372642717213 1828.4694210800094 50 TCGA 1 100 100 1.0 0.0015 50 734 -41 1830.4969692253644 1827.7858144482177 50 TCGA 1 100 100 1.0 0.0015 50 734 -42 1829.89595826953 1826.5799290642667 50 TCGA 1 100 100 1.0 0.0015 50 734 -43 1829.5416848520865 1825.850963803392 50 TCGA 1 100 100 1.0 0.0015 50 734 -44 1829.2339653102852 1826.4080509971734 50 TCGA 1 100 100 1.0 0.0015 50 734 -45 1828.5593175878482 1826.246377149419 50 TCGA 1 100 100 1.0 0.0015 50 734 -46 1828.714342047692 1826.1780128670698 50 TCGA 1 100 100 1.0 0.0015 50 734 -47 1828.3324752758224 1826.2840895149577 50 TCGA 1 100 100 1.0 0.0015 50 734 -48 1828.1654778697791 1824.8891981882066 50 TCGA 1 100 100 1.0 0.0015 50 734 -49 1827.5740331578886 1824.686903143648 50 TCGA 1 100 100 1.0 0.0015 50 734 -50 1827.3090086446327 1824.7828332335505 50 TCGA 1 100 100 1.0 0.0015 50 734 -51 1826.9994101138477 1823.790946308692 50 TCGA 1 100 100 1.0 0.0015 50 734 -52 1827.0618255679956 1824.455505677803 50 TCGA 1 100 100 1.0 0.0015 50 734 -53 1826.5756674203533 1823.8230201299466 50 TCGA 1 100 100 1.0 0.0015 50 734 -54 1826.488364215301 1823.300930924152 50 TCGA 1 100 100 1.0 0.0015 50 734 -55 1826.3401183434823 1824.302791422935 50 TCGA 1 100 100 1.0 0.0015 50 734 -56 1826.272675442794 1824.2915456187186 50 TCGA 1 100 100 1.0 0.0015 50 734 -57 1825.9159626901676 1823.317104933849 50 TCGA 1 100 100 1.0 0.0015 50 734 -58 1825.7735813846411 1822.7547607421875 50 TCGA 1 100 100 1.0 0.0015 50 734 -59 1825.6294888737932 1822.9253076907978 50 TCGA 1 100 100 1.0 0.0015 50 734 -60 1825.2604335985461 1823.1899187097597 50 TCGA 1 100 100 1.0 0.0015 50 734 -61 1825.3936047746156 1822.0338631634736 50 TCGA 1 100 100 1.0 0.0015 50 734 -62 1825.1925512638086 1823.882509471184 50 TCGA 1 100 100 1.0 0.0015 50 734 -63 1824.8445739984538 1821.7188573482647 50 TCGA 1 100 100 1.0 0.0015 50 734 -64 1825.0499381623054 1822.648526445705 50 TCGA 1 100 100 1.0 0.0015 50 734 -65 1824.7022010316964 1821.5975176173838 50 TCGA 1 100 100 1.0 0.0015 50 734 -66 1824.7741073811078 1821.424794259383 50 TCGA 1 100 100 1.0 0.0015 50 734 -67 1824.5110050494789 1821.3224803215296 50 TCGA 1 100 100 1.0 0.0015 50 734 -68 1824.5615117877492 1821.4000133725267 50 TCGA 1 100 100 1.0 0.0015 50 734 -69 1824.3267512014368 1822.248595884697 50 TCGA 1 100 100 1.0 0.0015 50 734 -70 1824.4974565937098 1821.8188550172738 50 TCGA 1 100 100 1.0 0.0015 50 734 -71 1824.185747332466 1820.9625587655073 50 TCGA 1 100 100 1.0 0.0015 50 734 -72 1824.136709634581 1821.139528820862 50 TCGA 1 100 100 1.0 0.0015 50 734 -73 1823.8390336494945 1821.6375628140704 50 TCGA 1 100 100 1.0 0.0015 50 734 -74 1824.0548899331548 1820.9329122418735 50 TCGA 1 100 100 1.0 0.0015 50 734 -75 1824.1430730009627 1820.8130250863694 50 TCGA 1 100 100 1.0 0.0015 50 734 -76 1823.942093626172 1820.9285354997644 50 TCGA 1 100 100 1.0 0.0015 50 734 -77 1824.063023066997 1822.8707894943468 50 TCGA 1 100 100 1.0 0.0015 50 734 -78 1823.991027620837 1822.5077388897614 50 TCGA 1 100 100 1.0 0.0015 50 734 -79 1823.7942507539774 1820.9861631153815 50 TCGA 1 100 100 1.0 0.0015 50 734 -80 1823.5391883445593 1820.483143868758 50 TCGA 1 100 100 1.0 0.0015 50 734 -81 1823.728679498161 1821.4079638917242 50 TCGA 1 100 100 1.0 0.0015 50 734 -82 1823.4975876976887 1821.3046102092494 50 TCGA 1 100 100 1.0 0.0015 50 734 -83 1823.7147769308447 1822.7922946028973 50 TCGA 1 100 100 1.0 0.0015 50 734 -84 1823.770249446916 1822.7893017332758 50 TCGA 1 100 100 1.0 0.0015 50 734 -85 1823.409705207076 1820.6734852239715 50 TCGA 1 100 100 1.0 0.0015 50 734 -86 1823.4527726733854 1821.280316376806 50 TCGA 1 100 100 1.0 0.0015 50 734 -87 1823.2232076579112 1820.6271899046012 50 TCGA 1 100 100 1.0 0.0015 50 734 -88 1823.3384588194526 1821.1217703507773 50 TCGA 1 100 100 1.0 0.0015 50 734 -89 1823.118459135018 1819.7063466747802 50 TCGA 1 100 100 1.0 0.0015 50 734 -90 1823.2539339096422 1820.6806223500314 50 TCGA 1 100 100 1.0 0.0015 50 734 -91 1823.084507782633 1821.8430359806846 50 TCGA 1 100 100 1.0 0.0015 50 734 -92 1823.0407325292435 1819.7045297287218 50 TCGA 1 100 100 1.0 0.0015 50 734 -93 1823.127899616155 1820.5272020502905 50 TCGA 1 100 100 1.0 0.0015 50 734 -94 1823.0307712838085 1821.1924459946215 50 TCGA 1 100 100 1.0 0.0015 50 734 -95 1823.0319866185105 1820.3479089784862 50 TCGA 1 100 100 1.0 0.0015 50 734 -96 1823.4548119792903 1820.681114925212 50 TCGA 1 100 100 1.0 0.0015 50 734 -97 1823.0677692163388 1820.157018000157 50 TCGA 1 100 100 1.0 0.0015 50 734 -98 1822.918800256071 1821.0504377355528 50 TCGA 1 100 100 1.0 0.0015 50 734 -99 1822.9999897809205 1820.005743438874 50 TCGA 1 100 100 1.0 0.0015 50 734 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index cf17e3536..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2648.700032311367 2716.153179226209 50 TCGA 1 50 100 0.5 0.0015 50 4059 -1 2006.6681391224956 2037.9150359954067 50 TCGA 1 50 100 0.5 0.0015 50 4059 -2 1956.6923712853782 1946.8168583395493 50 TCGA 1 50 100 0.5 0.0015 50 4059 -3 1932.6126286186986 1942.876541521082 50 TCGA 1 50 100 0.5 0.0015 50 4059 -4 1916.477248908766 1907.817377291732 50 TCGA 1 50 100 0.5 0.0015 50 4059 -5 1906.2219737653609 1908.6274653295775 50 TCGA 1 50 100 0.5 0.0015 50 4059 -6 1895.9262811673752 1891.0063801674387 50 TCGA 1 50 100 0.5 0.0015 50 4059 -7 1890.4688138351842 1882.0943959298445 50 TCGA 1 50 100 0.5 0.0015 50 4059 -8 1884.2535172164514 1876.963624887131 50 TCGA 1 50 100 0.5 0.0015 50 4059 -9 1878.932499191194 1876.1688391910725 50 TCGA 1 50 100 0.5 0.0015 50 4059 -10 1874.906652250225 1866.8666820430276 50 TCGA 1 50 100 0.5 0.0015 50 4059 -11 1871.726544705176 1871.6787618512485 50 TCGA 1 50 100 0.5 0.0015 50 4059 -12 1868.1535039561736 1862.2213281986103 50 TCGA 1 50 100 0.5 0.0015 50 4059 -13 1864.881664311464 1864.1184719986652 50 TCGA 1 50 100 0.5 0.0015 50 4059 -14 1862.252697946025 1856.8394186508715 50 TCGA 1 50 100 0.5 0.0015 50 4059 -15 1859.3123314260624 1853.544986283959 50 TCGA 1 50 100 0.5 0.0015 50 4059 -16 1857.8605057207226 1854.6457801703832 50 TCGA 1 50 100 0.5 0.0015 50 4059 -17 1855.0764797826819 1850.70718644492 50 TCGA 1 50 100 0.5 0.0015 50 4059 -18 1852.9753758740992 1849.6449379465687 50 TCGA 1 50 100 0.5 0.0015 50 4059 -19 1851.2153364458925 1847.5725287816033 50 TCGA 1 50 100 0.5 0.0015 50 4059 -20 1849.6572070781215 1845.6911970742383 50 TCGA 1 50 100 0.5 0.0015 50 4059 -21 1848.0645509147794 1843.5014728181925 50 TCGA 1 50 100 0.5 0.0015 50 4059 -22 1846.6587195019063 1846.5296900763583 50 TCGA 1 50 100 0.5 0.0015 50 4059 -23 1845.3815872051018 1840.395096208582 50 TCGA 1 50 100 0.5 0.0015 50 4059 -24 1844.0515359085923 1839.6653212350816 50 TCGA 1 50 100 0.5 0.0015 50 4059 -25 1842.4054359617423 1837.9295488673838 50 TCGA 1 50 100 0.5 0.0015 50 4059 -26 1841.8056883294078 1837.638508092219 50 TCGA 1 50 100 0.5 0.0015 50 4059 -27 1840.7602798627122 1836.6687379769944 50 TCGA 1 50 100 0.5 0.0015 50 4059 -28 1839.267395925623 1835.1665762896514 50 TCGA 1 50 100 0.5 0.0015 50 4059 -29 1838.385312999781 1836.385082762445 50 TCGA 1 50 100 0.5 0.0015 50 4059 -30 1837.69109995012 1833.2364060291693 50 TCGA 1 50 100 0.5 0.0015 50 4059 -31 1836.7523885667956 1833.804839014408 50 TCGA 1 50 100 0.5 0.0015 50 4059 -32 1835.798346288583 1833.0710099570117 50 TCGA 1 50 100 0.5 0.0015 50 4059 -33 1835.0639270604063 1831.949940743758 50 TCGA 1 50 100 0.5 0.0015 50 4059 -34 1834.5375010927603 1830.6771148221576 50 TCGA 1 50 100 0.5 0.0015 50 4059 -35 1834.0617433384682 1829.948244027756 50 TCGA 1 50 100 0.5 0.0015 50 4059 -36 1833.3728012219512 1829.7719824709484 50 TCGA 1 50 100 0.5 0.0015 50 4059 -37 1832.3143567250156 1829.277999494543 50 TCGA 1 50 100 0.5 0.0015 50 4059 -38 1832.018510541076 1828.6180315640704 50 TCGA 1 50 100 0.5 0.0015 50 4059 -39 1831.7351333374609 1827.9580832629947 50 TCGA 1 50 100 0.5 0.0015 50 4059 -40 1831.031952881922 1826.9452192603644 50 TCGA 1 50 100 0.5 0.0015 50 4059 -41 1830.7348976446085 1827.9908925732177 50 TCGA 1 50 100 0.5 0.0015 50 4059 -42 1830.2714320260613 1826.645210304452 50 TCGA 1 50 100 0.5 0.0015 50 4059 -43 1829.796969369794 1828.1293239881045 50 TCGA 1 50 100 0.5 0.0015 50 4059 -44 1829.3393478930057 1825.8047881006596 50 TCGA 1 50 100 0.5 0.0015 50 4059 -45 1829.148503937643 1825.7238812470555 50 TCGA 1 50 100 0.5 0.0015 50 4059 -46 1828.6450779435092 1825.5132093573336 50 TCGA 1 50 100 0.5 0.0015 50 4059 -47 1828.304647413957 1824.3979344967022 50 TCGA 1 50 100 0.5 0.0015 50 4059 -48 1828.341943293973 1824.1525688746467 50 TCGA 1 50 100 0.5 0.0015 50 4059 -49 1827.705639384104 1824.393750368051 50 TCGA 1 50 100 0.5 0.0015 50 4059 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index bc612a3f7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2638.8024915696683 2746.211036873822 50 TCGA 1 50 100 0.0 0.0015 50 3640 -1 2002.7168017937836 2027.896446956462 50 TCGA 1 50 100 0.0 0.0015 50 3640 -2 1959.3683277040284 1949.0259408615343 50 TCGA 1 50 100 0.0 0.0015 50 3640 -3 1934.420319070187 1944.4357959229742 50 TCGA 1 50 100 0.0 0.0015 50 3640 -4 1916.8432327238147 1918.1184069762876 50 TCGA 1 50 100 0.0 0.0015 50 3640 -5 1905.7467518042263 1897.1852536608826 50 TCGA 1 50 100 0.0 0.0015 50 3640 -6 1898.5869994531295 1892.935354261542 50 TCGA 1 50 100 0.0 0.0015 50 3640 -7 1891.790599858339 1884.389495082836 50 TCGA 1 50 100 0.0 0.0015 50 3640 -8 1885.2689874723349 1885.3014560105214 50 TCGA 1 50 100 0.0 0.0015 50 3640 -9 1879.298303940717 1873.533420888623 50 TCGA 1 50 100 0.0 0.0015 50 3640 -10 1875.1389749320253 1875.9541874411118 50 TCGA 1 50 100 0.0 0.0015 50 3640 -11 1871.947773063618 1870.638677395768 50 TCGA 1 50 100 0.0 0.0015 50 3640 -12 1867.4123208145702 1863.8694822991913 50 TCGA 1 50 100 0.0 0.0015 50 3640 -13 1864.015188522671 1864.4518086035646 50 TCGA 1 50 100 0.0 0.0015 50 3640 -14 1861.9190748086771 1858.8337156976288 50 TCGA 1 50 100 0.0 0.0015 50 3640 -15 1859.8086835552717 1856.0096386473383 50 TCGA 1 50 100 0.0 0.0015 50 3640 -16 1857.419954521553 1854.92676701378 50 TCGA 1 50 100 0.0 0.0015 50 3640 -17 1854.8597228029687 1853.3137133421012 50 TCGA 1 50 100 0.0 0.0015 50 3640 -18 1852.969423546351 1850.3249303156408 50 TCGA 1 50 100 0.0 0.0015 50 3640 -19 1851.2855480358874 1851.7436836281015 50 TCGA 1 50 100 0.0 0.0015 50 3640 -20 1849.3839546660918 1845.5740997467808 50 TCGA 1 50 100 0.0 0.0015 50 3640 -21 1847.734699557969 1845.9883873714275 50 TCGA 1 50 100 0.0 0.0015 50 3640 -22 1846.7067764270305 1844.1621296178157 50 TCGA 1 50 100 0.0 0.0015 50 3640 -23 1844.9110879030513 1848.1075746162453 50 TCGA 1 50 100 0.0 0.0015 50 3640 -24 1843.5830781470188 1840.7508722813286 50 TCGA 1 50 100 0.0 0.0015 50 3640 -25 1842.0588278214252 1839.2863990361966 50 TCGA 1 50 100 0.0 0.0015 50 3640 -26 1841.0261409507025 1838.9763189727937 50 TCGA 1 50 100 0.0 0.0015 50 3640 -27 1840.2049629764108 1838.9974555394158 50 TCGA 1 50 100 0.0 0.0015 50 3640 -28 1838.96423703643 1839.289694934634 50 TCGA 1 50 100 0.0 0.0015 50 3640 -29 1838.2318210612452 1838.8373888485396 50 TCGA 1 50 100 0.0 0.0015 50 3640 -30 1837.4637868110324 1834.7015018942368 50 TCGA 1 50 100 0.0 0.0015 50 3640 -31 1836.4626559949318 1835.0211543557632 50 TCGA 1 50 100 0.0 0.0015 50 3640 -32 1835.4513073799958 1833.3840871839668 50 TCGA 1 50 100 0.0 0.0015 50 3640 -33 1834.7718449313802 1834.5624521533448 50 TCGA 1 50 100 0.0 0.0015 50 3640 -34 1834.0580482555295 1831.058231832993 50 TCGA 1 50 100 0.0 0.0015 50 3640 -35 1833.1446801760537 1832.6971042958935 50 TCGA 1 50 100 0.0 0.0015 50 3640 -36 1832.809106093776 1829.821237535333 50 TCGA 1 50 100 0.0 0.0015 50 3640 -37 1832.264387619337 1829.780553156407 50 TCGA 1 50 100 0.0 0.0015 50 3640 -38 1831.469465866966 1829.2382910646984 50 TCGA 1 50 100 0.0 0.0015 50 3640 -39 1830.9976348689604 1829.4734365185302 50 TCGA 1 50 100 0.0 0.0015 50 3640 -40 1830.568217139037 1828.3328164258794 50 TCGA 1 50 100 0.0 0.0015 50 3640 -41 1830.493502695548 1828.3514017843122 50 TCGA 1 50 100 0.0 0.0015 50 3640 -42 1829.758279702695 1827.973568403541 50 TCGA 1 50 100 0.0 0.0015 50 3640 -43 1829.5864957070055 1828.5846303048445 50 TCGA 1 50 100 0.0 0.0015 50 3640 -44 1829.4551291931473 1828.0456064502198 50 TCGA 1 50 100 0.0 0.0015 50 3640 -45 1828.4967067993996 1825.9900607775205 50 TCGA 1 50 100 0.0 0.0015 50 3640 -46 1828.2760982213242 1826.3296088597283 50 TCGA 1 50 100 0.0 0.0015 50 3640 -47 1828.1401514069737 1826.3034164965452 50 TCGA 1 50 100 0.0 0.0015 50 3640 -48 1827.8560493708535 1829.9731187676664 50 TCGA 1 50 100 0.0 0.0015 50 3640 -49 1827.8530819136352 1825.060332791889 50 TCGA 1 50 100 0.0 0.0015 50 3640 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index 4cf2bbf20..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0015lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2651.020535744651 2512.226134333778 50 TCGA 1 50 100 1.0 0.0015 50 8019 -1 2008.6876592813878 2035.1486896150675 50 TCGA 1 50 100 1.0 0.0015 50 8019 -2 1958.8903458964971 1937.2489050476995 50 TCGA 1 50 100 1.0 0.0015 50 8019 -3 1935.8405518777163 1916.7521162943624 50 TCGA 1 50 100 1.0 0.0015 50 8019 -4 1918.6346790762084 1904.0947664347127 50 TCGA 1 50 100 1.0 0.0015 50 8019 -5 1906.391720894099 1903.6484828929806 50 TCGA 1 50 100 1.0 0.0015 50 8019 -6 1896.960989331172 1898.58571850954 50 TCGA 1 50 100 1.0 0.0015 50 8019 -7 1891.5574599635536 1889.2099087969143 50 TCGA 1 50 100 1.0 0.0015 50 8019 -8 1884.5719706206094 1884.3447216551508 50 TCGA 1 50 100 1.0 0.0015 50 8019 -9 1879.9982836851386 1872.6181272573806 50 TCGA 1 50 100 1.0 0.0015 50 8019 -10 1875.3693433579144 1871.580013716041 50 TCGA 1 50 100 1.0 0.0015 50 8019 -11 1871.764159720236 1868.161979330245 50 TCGA 1 50 100 1.0 0.0015 50 8019 -12 1868.040720388977 1863.3666164072315 50 TCGA 1 50 100 1.0 0.0015 50 8019 -13 1865.1118572008158 1859.89592309693 50 TCGA 1 50 100 1.0 0.0015 50 8019 -14 1862.3960943604197 1857.0920956098853 50 TCGA 1 50 100 1.0 0.0015 50 8019 -15 1859.4870658607963 1854.9071670608903 50 TCGA 1 50 100 1.0 0.0015 50 8019 -16 1857.0281085050428 1853.2718653079853 50 TCGA 1 50 100 1.0 0.0015 50 8019 -17 1855.1835002931105 1850.7724314934046 50 TCGA 1 50 100 1.0 0.0015 50 8019 -18 1853.330174974624 1854.089146906407 50 TCGA 1 50 100 1.0 0.0015 50 8019 -19 1851.2548463099477 1849.2230917772456 50 TCGA 1 50 100 1.0 0.0015 50 8019 -20 1849.8442621393945 1845.326421536393 50 TCGA 1 50 100 1.0 0.0015 50 8019 -21 1847.9227724259474 1843.5044620073022 50 TCGA 1 50 100 1.0 0.0015 50 8019 -22 1846.293850479441 1844.2997310772614 50 TCGA 1 50 100 1.0 0.0015 50 8019 -23 1844.9229971366956 1844.354151740146 50 TCGA 1 50 100 1.0 0.0015 50 8019 -24 1843.9334454915927 1841.211801806886 50 TCGA 1 50 100 1.0 0.0015 50 8019 -25 1842.4528446020804 1839.2288983982412 50 TCGA 1 50 100 1.0 0.0015 50 8019 -26 1841.295314737297 1839.4381152589117 50 TCGA 1 50 100 1.0 0.0015 50 8019 -27 1840.5167304046558 1837.629159591905 50 TCGA 1 50 100 1.0 0.0015 50 8019 -28 1839.0752953913532 1835.7834638279287 50 TCGA 1 50 100 1.0 0.0015 50 8019 -29 1838.0862867881417 1836.390709038356 50 TCGA 1 50 100 1.0 0.0015 50 8019 -30 1837.5765894265935 1834.8147285499765 50 TCGA 1 50 100 1.0 0.0015 50 8019 -31 1836.606630332343 1834.6175567780308 50 TCGA 1 50 100 1.0 0.0015 50 8019 -32 1835.5905708170774 1832.127535872723 50 TCGA 1 50 100 1.0 0.0015 50 8019 -33 1834.8798764494197 1831.816695170187 50 TCGA 1 50 100 1.0 0.0015 50 8019 -34 1834.2480924929714 1831.2504931885992 50 TCGA 1 50 100 1.0 0.0015 50 8019 -35 1833.4268133361659 1831.1618977455637 50 TCGA 1 50 100 1.0 0.0015 50 8019 -36 1832.968056206246 1830.6195620436165 50 TCGA 1 50 100 1.0 0.0015 50 8019 -37 1832.237640132195 1828.96273543008 50 TCGA 1 50 100 1.0 0.0015 50 8019 -38 1831.8797315156198 1828.8750760639134 50 TCGA 1 50 100 1.0 0.0015 50 8019 -39 1831.3015760627625 1828.4807987692368 50 TCGA 1 50 100 1.0 0.0015 50 8019 -40 1830.7888725886241 1828.2485468112045 50 TCGA 1 50 100 1.0 0.0015 50 8019 -41 1830.2323411306454 1828.174177160215 50 TCGA 1 50 100 1.0 0.0015 50 8019 -42 1829.9884320563644 1827.1823650724325 50 TCGA 1 50 100 1.0 0.0015 50 8019 -43 1829.6034485878376 1826.301925275793 50 TCGA 1 50 100 1.0 0.0015 50 8019 -44 1829.2652269191594 1826.593031686754 50 TCGA 1 50 100 1.0 0.0015 50 8019 -45 1828.827816315668 1826.032295878808 50 TCGA 1 50 100 1.0 0.0015 50 8019 -46 1828.3391381702409 1825.3393235709798 50 TCGA 1 50 100 1.0 0.0015 50 8019 -47 1828.2396666846885 1825.967753808103 50 TCGA 1 50 100 1.0 0.0015 50 8019 -48 1827.6712862447591 1825.573126251374 50 TCGA 1 50 100 1.0 0.0015 50 8019 -49 1827.585064204706 1825.3250609738143 50 TCGA 1 50 100 1.0 0.0015 50 8019 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 66a09561a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3487.6289038519226 4011.925437735553 100 TCGA 1 100 100 0.5 0.001 50 9136 -1 2199.635323259737 2529.5857424328674 100 TCGA 1 100 100 0.5 0.001 50 9136 -2 2047.883768079323 2292.74923322668 100 TCGA 1 100 100 0.5 0.001 50 9136 -3 2003.263847125403 2100.013431414887 100 TCGA 1 100 100 0.5 0.001 50 9136 -4 1982.4830686064859 2010.3461852720634 100 TCGA 1 100 100 0.5 0.001 50 9136 -5 1965.5670419585053 1993.6401986740343 100 TCGA 1 100 100 0.5 0.001 50 9136 -6 1953.0539161502443 1947.7614126540907 100 TCGA 1 100 100 0.5 0.001 50 9136 -7 1942.5557584050432 1958.2219729016174 100 TCGA 1 100 100 0.5 0.001 50 9136 -8 1934.7466916070346 1935.9507007694724 100 TCGA 1 100 100 0.5 0.001 50 9136 -9 1927.6529167814838 1920.9838695430276 100 TCGA 1 100 100 0.5 0.001 50 9136 -10 1922.3427008275328 1925.052696956462 100 TCGA 1 100 100 0.5 0.001 50 9136 -11 1917.0196434418688 1912.408762562814 100 TCGA 1 100 100 0.5 0.001 50 9136 -12 1911.4151502597117 1911.1380007949906 100 TCGA 1 100 100 0.5 0.001 50 9136 -13 1908.6662506229552 1913.2033648466945 100 TCGA 1 100 100 0.5 0.001 50 9136 -14 1903.6642652874161 1899.0419363664023 100 TCGA 1 100 100 0.5 0.001 50 9136 -15 1900.580611479204 1898.033441744857 100 TCGA 1 100 100 0.5 0.001 50 9136 -16 1896.4970150068411 1893.813340996977 100 TCGA 1 100 100 0.5 0.001 50 9136 -17 1894.6453572513935 1898.5647046266488 100 TCGA 1 100 100 0.5 0.001 50 9136 -18 1891.5086499195118 1894.6697728142667 100 TCGA 1 100 100 0.5 0.001 50 9136 -19 1889.8523558957168 1887.8101291368955 100 TCGA 1 100 100 0.5 0.001 50 9136 -20 1886.2156975472901 1891.54677010541 100 TCGA 1 100 100 0.5 0.001 50 9136 -21 1884.7885294591813 1889.0063353878768 100 TCGA 1 100 100 0.5 0.001 50 9136 -22 1882.0906186832462 1886.3804539052685 100 TCGA 1 100 100 0.5 0.001 50 9136 -23 1879.7208484130615 1878.4017438265546 100 TCGA 1 100 100 0.5 0.001 50 9136 -24 1877.6921238473967 1877.3446474314935 100 TCGA 1 100 100 0.5 0.001 50 9136 -25 1875.2305087951668 1876.3677585927685 100 TCGA 1 100 100 0.5 0.001 50 9136 -26 1874.5283337880596 1874.9210652873744 100 TCGA 1 100 100 0.5 0.001 50 9136 -27 1871.5997501802917 1869.0576288424545 100 TCGA 1 100 100 0.5 0.001 50 9136 -28 1871.0248015291231 1874.000283399419 100 TCGA 1 100 100 0.5 0.001 50 9136 -29 1868.1771565473616 1871.205978010168 100 TCGA 1 100 100 0.5 0.001 50 9136 -30 1867.2824688773162 1865.33514803019 100 TCGA 1 100 100 0.5 0.001 50 9136 -31 1866.0908140584233 1863.664828659901 100 TCGA 1 100 100 0.5 0.001 50 9136 -32 1864.7000707351067 1863.8743197187107 100 TCGA 1 100 100 0.5 0.001 50 9136 -33 1863.5121895225602 1863.558501123783 100 TCGA 1 100 100 0.5 0.001 50 9136 -34 1861.4935331620306 1862.5822226366206 100 TCGA 1 100 100 0.5 0.001 50 9136 -35 1860.2949333203692 1859.542883484807 100 TCGA 1 100 100 0.5 0.001 50 9136 -36 1859.065131290375 1859.3071620308574 100 TCGA 1 100 100 0.5 0.001 50 9136 -37 1857.7971456693558 1857.6462537295854 100 TCGA 1 100 100 0.5 0.001 50 9136 -38 1857.1830841040608 1856.0664271062342 100 TCGA 1 100 100 0.5 0.001 50 9136 -39 1855.6224690337363 1856.819795388073 100 TCGA 1 100 100 0.5 0.001 50 9136 -40 1854.1759512409833 1854.83690486122 100 TCGA 1 100 100 0.5 0.001 50 9136 -41 1853.5584098065667 1853.214465884108 100 TCGA 1 100 100 0.5 0.001 50 9136 -42 1852.500822949295 1852.4607908929413 100 TCGA 1 100 100 0.5 0.001 50 9136 -43 1851.7282922086686 1850.7985919588175 100 TCGA 1 100 100 0.5 0.001 50 9136 -44 1850.5640486810792 1850.8189666594692 100 TCGA 1 100 100 0.5 0.001 50 9136 -45 1849.792288813318 1850.6086830637562 100 TCGA 1 100 100 0.5 0.001 50 9136 -46 1848.6896626025068 1849.7149014113536 100 TCGA 1 100 100 0.5 0.001 50 9136 -47 1847.6793263168497 1850.199992270925 100 TCGA 1 100 100 0.5 0.001 50 9136 -48 1847.2828779402607 1846.6676172611103 100 TCGA 1 100 100 0.5 0.001 50 9136 -49 1846.3256365723582 1845.587942152167 100 TCGA 1 100 100 0.5 0.001 50 9136 -50 1845.7351414718482 1846.6526222420698 100 TCGA 1 100 100 0.5 0.001 50 9136 -51 1845.006807201448 1844.1554832266802 100 TCGA 1 100 100 0.5 0.001 50 9136 -52 1843.624691656304 1843.976623228447 100 TCGA 1 100 100 0.5 0.001 50 9136 -53 1843.1177724401177 1843.2222023201948 100 TCGA 1 100 100 0.5 0.001 50 9136 -54 1842.431656062623 1842.9295605223383 100 TCGA 1 100 100 0.5 0.001 50 9136 -55 1841.912337519359 1842.7122195449906 100 TCGA 1 100 100 0.5 0.001 50 9136 -56 1841.0756174422413 1841.7849844927764 100 TCGA 1 100 100 0.5 0.001 50 9136 -57 1840.606533264712 1843.592816376806 100 TCGA 1 100 100 0.5 0.001 50 9136 -58 1839.872992931885 1840.567223937068 100 TCGA 1 100 100 0.5 0.001 50 9136 -59 1839.5134231289765 1838.675786770768 100 TCGA 1 100 100 0.5 0.001 50 9136 -60 1838.8554352995461 1839.3262497791693 100 TCGA 1 100 100 0.5 0.001 50 9136 -61 1838.2871717931384 1837.509211707954 100 TCGA 1 100 100 0.5 0.001 50 9136 -62 1837.6493158230812 1838.8169932916535 100 TCGA 1 100 100 0.5 0.001 50 9136 -63 1836.974438021473 1839.123273226484 100 TCGA 1 100 100 0.5 0.001 50 9136 -64 1836.5305541760556 1836.3144604860238 100 TCGA 1 100 100 0.5 0.001 50 9136 -65 1836.135054497943 1836.746507194174 100 TCGA 1 100 100 0.5 0.001 50 9136 -66 1835.6220740594958 1835.1019465000786 100 TCGA 1 100 100 0.5 0.001 50 9136 -67 1834.8958142213835 1835.3503411834563 100 TCGA 1 100 100 0.5 0.001 50 9136 -68 1834.4009362420995 1834.258751643962 100 TCGA 1 100 100 0.5 0.001 50 9136 -69 1834.3582122186183 1839.6035892352386 100 TCGA 1 100 100 0.5 0.001 50 9136 -70 1833.6357081239012 1833.847941489675 100 TCGA 1 100 100 0.5 0.001 50 9136 -71 1833.1261959457015 1836.777979865146 100 TCGA 1 100 100 0.5 0.001 50 9136 -72 1832.634367843919 1832.9041938206658 100 TCGA 1 100 100 0.5 0.001 50 9136 -73 1832.3954931651526 1832.7398828861103 100 TCGA 1 100 100 0.5 0.001 50 9136 -74 1832.0993138255917 1832.3112351307318 100 TCGA 1 100 100 0.5 0.001 50 9136 -75 1831.653363900281 1831.684064242109 100 TCGA 1 100 100 0.5 0.001 50 9136 -76 1831.266097748249 1832.1940948639683 100 TCGA 1 100 100 0.5 0.001 50 9136 -77 1830.7485324039112 1831.9441930109533 100 TCGA 1 100 100 0.5 0.001 50 9136 -78 1830.6242097245088 1830.6609095281092 100 TCGA 1 100 100 0.5 0.001 50 9136 -79 1830.311575650184 1831.03591382204 100 TCGA 1 100 100 0.5 0.001 50 9136 -80 1829.8214137625223 1830.6377492933418 100 TCGA 1 100 100 0.5 0.001 50 9136 -81 1829.547738375974 1829.4868151794126 100 TCGA 1 100 100 0.5 0.001 50 9136 -82 1829.099152963653 1829.179291844967 100 TCGA 1 100 100 0.5 0.001 50 9136 -83 1828.9276752678434 1829.414255113458 100 TCGA 1 100 100 0.5 0.001 50 9136 -84 1828.6509363647283 1828.8509871133008 100 TCGA 1 100 100 0.5 0.001 50 9136 -85 1828.3534537110029 1829.103966487712 100 TCGA 1 100 100 0.5 0.001 50 9136 -86 1827.9003836351496 1827.9692922620918 100 TCGA 1 100 100 0.5 0.001 50 9136 -87 1827.816539901936 1827.969721041732 100 TCGA 1 100 100 0.5 0.001 50 9136 -88 1827.6330408214897 1828.1644845320352 100 TCGA 1 100 100 0.5 0.001 50 9136 -89 1827.1111472336652 1827.435292306258 100 TCGA 1 100 100 0.5 0.001 50 9136 -90 1826.7580001359274 1827.191122850581 100 TCGA 1 100 100 0.5 0.001 50 9136 -91 1826.6973992496853 1827.7909058230607 100 TCGA 1 100 100 0.5 0.001 50 9136 -92 1826.3373840856611 1827.3543222705323 100 TCGA 1 100 100 0.5 0.001 50 9136 -93 1826.3313503322863 1826.861144712822 100 TCGA 1 100 100 0.5 0.001 50 9136 -94 1826.092735490651 1826.443357534744 100 TCGA 1 100 100 0.5 0.001 50 9136 -95 1825.688354042548 1826.6349140723146 100 TCGA 1 100 100 0.5 0.001 50 9136 -96 1825.5456418840997 1829.2333505908448 100 TCGA 1 100 100 0.5 0.001 50 9136 -97 1825.334416355934 1826.2916296570745 100 TCGA 1 100 100 0.5 0.001 50 9136 -98 1825.1318998680622 1826.3161363457914 100 TCGA 1 100 100 0.5 0.001 50 9136 -99 1824.9897881827326 1825.1507359797033 100 TCGA 1 100 100 0.5 0.001 50 9136 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index 94910f499..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3498.6322269876136 4292.350119739322 100 TCGA 1 100 100 0.0 0.001 50 961 -1 2202.002760132531 2678.568191298288 100 TCGA 1 100 100 0.0 0.001 50 961 -2 2048.6143140038125 2193.3764795657976 100 TCGA 1 100 100 0.0 0.001 50 961 -3 2003.380117933084 2058.8258578046484 100 TCGA 1 100 100 0.0 0.001 50 961 -4 1979.1483807500445 2018.300531588607 100 TCGA 1 100 100 0.0 0.001 50 961 -5 1963.5728308899832 1990.2459520502905 100 TCGA 1 100 100 0.0 0.001 50 961 -6 1952.6034505635264 1956.974901975699 100 TCGA 1 100 100 0.0 0.001 50 961 -7 1943.722965397597 1971.220070690366 100 TCGA 1 100 100 0.0 0.001 50 961 -8 1932.6748485069133 1936.1903591443545 100 TCGA 1 100 100 0.0 0.001 50 961 -9 1927.3425043350699 1935.9406995917086 100 TCGA 1 100 100 0.0 0.001 50 961 -10 1923.3770538714996 1924.201081089039 100 TCGA 1 100 100 0.0 0.001 50 961 -11 1917.5972602266008 1924.3216104938756 100 TCGA 1 100 100 0.0 0.001 50 961 -12 1912.7047692907881 1915.6304164867306 100 TCGA 1 100 100 0.0 0.001 50 961 -13 1909.0315963314213 1904.7159387023005 100 TCGA 1 100 100 0.0 0.001 50 961 -14 1904.910275390843 1910.492761046443 100 TCGA 1 100 100 0.0 0.001 50 961 -15 1900.6249458252526 1896.5275639672975 100 TCGA 1 100 100 0.0 0.001 50 961 -16 1898.2882153246735 1897.3607018245525 100 TCGA 1 100 100 0.0 0.001 50 961 -17 1896.6367922183697 1899.28425268432 100 TCGA 1 100 100 0.0 0.001 50 961 -18 1891.3354734720324 1890.97453637818 100 TCGA 1 100 100 0.0 0.001 50 961 -19 1888.7233623339005 1893.225507419912 100 TCGA 1 100 100 0.0 0.001 50 961 -20 1886.1974900223631 1887.8265325651696 100 TCGA 1 100 100 0.0 0.001 50 961 -21 1884.6720159415463 1891.6585497065405 100 TCGA 1 100 100 0.0 0.001 50 961 -22 1882.3922720567525 1880.908785872723 100 TCGA 1 100 100 0.0 0.001 50 961 -23 1879.3436531367506 1878.2878939374607 100 TCGA 1 100 100 0.0 0.001 50 961 -24 1877.2526238100086 1877.350379215413 100 TCGA 1 100 100 0.0 0.001 50 961 -25 1875.9093671462967 1873.9889517165907 100 TCGA 1 100 100 0.0 0.001 50 961 -26 1873.727250189557 1873.564105316622 100 TCGA 1 100 100 0.0 0.001 50 961 -27 1871.880187722585 1872.983742565366 100 TCGA 1 100 100 0.0 0.001 50 961 -28 1870.487825615303 1875.4227043420226 100 TCGA 1 100 100 0.0 0.001 50 961 -29 1868.6929373678877 1867.3772610611652 100 TCGA 1 100 100 0.0 0.001 50 961 -30 1867.3761589253822 1867.347285745132 100 TCGA 1 100 100 0.0 0.001 50 961 -31 1865.901455848235 1869.7705200808732 100 TCGA 1 100 100 0.0 0.001 50 961 -32 1864.1342767306053 1864.5589728427292 100 TCGA 1 100 100 0.0 0.001 50 961 -33 1862.725482915552 1863.9418043587077 100 TCGA 1 100 100 0.0 0.001 50 961 -34 1861.6084100599999 1865.526231621977 100 TCGA 1 100 100 0.0 0.001 50 961 -35 1859.8052759963575 1864.7576941101995 100 TCGA 1 100 100 0.0 0.001 50 961 -36 1859.3920807419563 1858.7629511080795 100 TCGA 1 100 100 0.0 0.001 50 961 -37 1858.4681452212424 1857.8145592464275 100 TCGA 1 100 100 0.0 0.001 50 961 -38 1856.5441147448403 1857.9044238526617 100 TCGA 1 100 100 0.0 0.001 50 961 -39 1855.7004652733328 1856.470708645768 100 TCGA 1 100 100 0.0 0.001 50 961 -40 1854.3709776340045 1854.179831653384 100 TCGA 1 100 100 0.0 0.001 50 961 -41 1853.0951681629942 1854.3559631654366 100 TCGA 1 100 100 0.0 0.001 50 961 -42 1852.3072872883588 1853.2521230419677 100 TCGA 1 100 100 0.0 0.001 50 961 -43 1851.0725792826174 1851.0154440414965 100 TCGA 1 100 100 0.0 0.001 50 961 -44 1850.4032693397307 1851.5922146131045 100 TCGA 1 100 100 0.0 0.001 50 961 -45 1849.61061740845 1849.9574299721262 100 TCGA 1 100 100 0.0 0.001 50 961 -46 1848.6712946244045 1849.2273255928078 100 TCGA 1 100 100 0.0 0.001 50 961 -47 1847.8041732895385 1848.2126587527482 100 TCGA 1 100 100 0.0 0.001 50 961 -48 1846.8034148566996 1848.3951379210505 100 TCGA 1 100 100 0.0 0.001 50 961 -49 1845.872697232597 1848.33342309693 100 TCGA 1 100 100 0.0 0.001 50 961 -50 1845.4045536464075 1845.3570685458542 100 TCGA 1 100 100 0.0 0.001 50 961 -51 1844.62906358295 1843.8920444507694 100 TCGA 1 100 100 0.0 0.001 50 961 -52 1843.866330051092 1844.2900734139448 100 TCGA 1 100 100 0.0 0.001 50 961 -53 1843.2388977330102 1844.5025843327967 100 TCGA 1 100 100 0.0 0.001 50 961 -54 1842.3866387822954 1844.9684831628847 100 TCGA 1 100 100 0.0 0.001 50 961 -55 1842.0063956041715 1842.4037662678627 100 TCGA 1 100 100 0.0 0.001 50 961 -56 1841.2672482258588 1842.8056272573806 100 TCGA 1 100 100 0.0 0.001 50 961 -57 1840.294642171978 1841.210609321019 100 TCGA 1 100 100 0.0 0.001 50 961 -58 1839.6595665409784 1843.516727926743 100 TCGA 1 100 100 0.0 0.001 50 961 -59 1839.153179343703 1840.4512773830088 100 TCGA 1 100 100 0.0 0.001 50 961 -60 1838.6784488385458 1839.8545357402245 100 TCGA 1 100 100 0.0 0.001 50 961 -61 1838.4674851913273 1840.2628652294677 100 TCGA 1 100 100 0.0 0.001 50 961 -62 1837.838000119032 1839.9559964127277 100 TCGA 1 100 100 0.0 0.001 50 961 -63 1837.0004691647584 1842.0121493698964 100 TCGA 1 100 100 0.0 0.001 50 961 -64 1836.479461870897 1837.697579081933 100 TCGA 1 100 100 0.0 0.001 50 961 -65 1836.0691274682756 1836.9943804716945 100 TCGA 1 100 100 0.0 0.001 50 961 -66 1835.487635976436 1836.969181233315 100 TCGA 1 100 100 0.0 0.001 50 961 -67 1835.112179714969 1840.372968357412 100 TCGA 1 100 100 0.0 0.001 50 961 -68 1834.3876879138863 1836.1623970683495 100 TCGA 1 100 100 0.0 0.001 50 961 -69 1834.0685434410623 1834.716184069763 100 TCGA 1 100 100 0.0 0.001 50 961 -70 1833.428747235671 1836.771833410215 100 TCGA 1 100 100 0.0 0.001 50 961 -71 1833.4016985581886 1834.9391531632773 100 TCGA 1 100 100 0.0 0.001 50 961 -72 1832.774422810032 1833.118786069017 100 TCGA 1 100 100 0.0 0.001 50 961 -73 1832.4013439288747 1833.650759289612 100 TCGA 1 100 100 0.0 0.001 50 961 -74 1831.9993068330161 1833.9736990617148 100 TCGA 1 100 100 0.0 0.001 50 961 -75 1831.5007302145539 1832.3619685340766 100 TCGA 1 100 100 0.0 0.001 50 961 -76 1831.2631112154154 1833.0112973313835 100 TCGA 1 100 100 0.0 0.001 50 961 -77 1830.7363931864736 1832.3022233972597 100 TCGA 1 100 100 0.0 0.001 50 961 -78 1830.5408101533724 1831.319713803392 100 TCGA 1 100 100 0.0 0.001 50 961 -79 1830.2136027313447 1831.1776478829695 100 TCGA 1 100 100 0.0 0.001 50 961 -80 1829.8497012104622 1832.144062598147 100 TCGA 1 100 100 0.0 0.001 50 961 -81 1829.392992501866 1830.633806851641 100 TCGA 1 100 100 0.0 0.001 50 961 -82 1829.3151026088246 1830.632912487241 100 TCGA 1 100 100 0.0 0.001 50 961 -83 1829.0866994754533 1830.7245891321843 100 TCGA 1 100 100 0.0 0.001 50 961 -84 1828.6218434898085 1830.3073828615734 100 TCGA 1 100 100 0.0 0.001 50 961 -85 1828.185714781291 1829.9175859767588 100 TCGA 1 100 100 0.0 0.001 50 961 -86 1827.9897820104086 1829.0676097774026 100 TCGA 1 100 100 0.0 0.001 50 961 -87 1827.9794571973714 1829.3369165161746 100 TCGA 1 100 100 0.0 0.001 50 961 -88 1827.4584132919542 1830.1391951211133 100 TCGA 1 100 100 0.0 0.001 50 961 -89 1827.104944443088 1828.8639026430983 100 TCGA 1 100 100 0.0 0.001 50 961 -90 1827.0087622340095 1828.671495293852 100 TCGA 1 100 100 0.0 0.001 50 961 -91 1826.6155706917232 1827.931348024301 100 TCGA 1 100 100 0.0 0.001 50 961 -92 1826.4274873730328 1827.5860663179178 100 TCGA 1 100 100 0.0 0.001 50 961 -93 1826.4422947921607 1827.42814965943 100 TCGA 1 100 100 0.0 0.001 50 961 -94 1825.9710222055423 1827.878494646082 100 TCGA 1 100 100 0.0 0.001 50 961 -95 1825.8368593018586 1827.3813856882066 100 TCGA 1 100 100 0.0 0.001 50 961 -96 1825.54621621 1826.8673347204774 100 TCGA 1 100 100 0.0 0.001 50 961 -97 1825.2914130109432 1826.6545060507617 100 TCGA 1 100 100 0.0 0.001 50 961 -98 1825.0124492234372 1827.746605341159 100 TCGA 1 100 100 0.0 0.001 50 961 -99 1824.9864084060896 1826.0704952987594 100 TCGA 1 100 100 0.0 0.001 50 961 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index d7c0bdd87..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3494.8432806853616 4351.31259569331 100 TCGA 1 100 100 1.0 0.001 50 6893 -1 2203.4365689737187 2646.303817672346 100 TCGA 1 100 100 1.0 0.001 50 6893 -2 2050.0624445853377 2023.8894141115734 100 TCGA 1 100 100 1.0 0.001 50 6893 -3 2003.0968032566109 2144.701211133794 100 TCGA 1 100 100 1.0 0.001 50 6893 -4 1980.1541712756987 1998.197718327968 100 TCGA 1 100 100 1.0 0.001 50 6893 -5 1963.0065798201138 1979.157531431572 100 TCGA 1 100 100 1.0 0.001 50 6893 -6 1952.746909287056 1959.5145490636778 100 TCGA 1 100 100 1.0 0.001 50 6893 -7 1945.419322233033 1935.393684732255 100 TCGA 1 100 100 1.0 0.001 50 6893 -8 1935.317729293801 1941.6206649703597 100 TCGA 1 100 100 1.0 0.001 50 6893 -9 1930.2679198373974 1924.7550202182788 100 TCGA 1 100 100 1.0 0.001 50 6893 -10 1922.911414681967 1934.640813932946 100 TCGA 1 100 100 1.0 0.001 50 6893 -11 1916.4474524025247 1914.6023648516018 100 TCGA 1 100 100 1.0 0.001 50 6893 -12 1912.4637528564372 1913.2639491402324 100 TCGA 1 100 100 1.0 0.001 50 6893 -13 1908.6178745219106 1905.0471007380654 100 TCGA 1 100 100 1.0 0.001 50 6893 -14 1905.6220081668705 1908.3284470447943 100 TCGA 1 100 100 1.0 0.001 50 6893 -15 1900.4630422761416 1900.0390974648633 100 TCGA 1 100 100 1.0 0.001 50 6893 -16 1898.5080488196227 1906.007128538199 100 TCGA 1 100 100 1.0 0.001 50 6893 -17 1894.7508250203618 1905.5596212262485 100 TCGA 1 100 100 1.0 0.001 50 6893 -18 1892.6340965341678 1887.0382902059123 100 TCGA 1 100 100 1.0 0.001 50 6893 -19 1888.9583132403518 1884.2177568751963 100 TCGA 1 100 100 1.0 0.001 50 6893 -20 1887.5626900340048 1883.2782105105607 100 TCGA 1 100 100 1.0 0.001 50 6893 -21 1884.8565661701484 1880.841964338293 100 TCGA 1 100 100 1.0 0.001 50 6893 -22 1880.5577063660016 1879.179961698139 100 TCGA 1 100 100 1.0 0.001 50 6893 -23 1880.6721429578934 1877.000798057671 100 TCGA 1 100 100 1.0 0.001 50 6893 -24 1878.3329456941212 1884.64565380614 100 TCGA 1 100 100 1.0 0.001 50 6893 -25 1876.3100466033632 1872.2631271592336 100 TCGA 1 100 100 1.0 0.001 50 6893 -26 1874.8125577991143 1873.1427554029915 100 TCGA 1 100 100 1.0 0.001 50 6893 -27 1872.7667018866111 1870.4286471419598 100 TCGA 1 100 100 1.0 0.001 50 6893 -28 1871.121166169211 1868.8593124312972 100 TCGA 1 100 100 1.0 0.001 50 6893 -29 1869.3098801958706 1873.651654267431 100 TCGA 1 100 100 1.0 0.001 50 6893 -30 1867.9260873591238 1865.3838197334328 100 TCGA 1 100 100 1.0 0.001 50 6893 -31 1866.3756624279922 1863.0688004230135 100 TCGA 1 100 100 1.0 0.001 50 6893 -32 1864.9383483198635 1862.3422501913867 100 TCGA 1 100 100 1.0 0.001 50 6893 -33 1863.7719124999346 1861.2903715354114 100 TCGA 1 100 100 1.0 0.001 50 6893 -34 1861.9362590085955 1859.6629994454695 100 TCGA 1 100 100 1.0 0.001 50 6893 -35 1861.2539174637368 1857.8127502748116 100 TCGA 1 100 100 1.0 0.001 50 6893 -36 1859.389537049532 1855.912319777599 100 TCGA 1 100 100 1.0 0.001 50 6893 -37 1858.1271859701355 1855.7015215236338 100 TCGA 1 100 100 1.0 0.001 50 6893 -38 1856.7179980937465 1854.7038696902482 100 TCGA 1 100 100 1.0 0.001 50 6893 -39 1856.4201851866185 1853.9398677960114 100 TCGA 1 100 100 1.0 0.001 50 6893 -40 1855.1513959099266 1853.5651223647535 100 TCGA 1 100 100 1.0 0.001 50 6893 -41 1854.273682226519 1849.9900374676115 100 TCGA 1 100 100 1.0 0.001 50 6893 -42 1853.3239813267166 1853.5077364360866 100 TCGA 1 100 100 1.0 0.001 50 6893 -43 1851.6128234352327 1850.384598161707 100 TCGA 1 100 100 1.0 0.001 50 6893 -44 1851.3963675232308 1847.8487775793028 100 TCGA 1 100 100 1.0 0.001 50 6893 -45 1850.0040654768861 1847.1240633097127 100 TCGA 1 100 100 1.0 0.001 50 6893 -46 1849.3986820630137 1846.1390485140546 100 TCGA 1 100 100 1.0 0.001 50 6893 -47 1848.169255236747 1846.2610390821294 100 TCGA 1 100 100 1.0 0.001 50 6893 -48 1847.9901611246373 1846.3060627846262 100 TCGA 1 100 100 1.0 0.001 50 6893 -49 1847.0536931290505 1846.224457860592 100 TCGA 1 100 100 1.0 0.001 50 6893 -50 1846.082055557784 1844.5053993110082 100 TCGA 1 100 100 1.0 0.001 50 6893 -51 1845.1010904875247 1843.423393211173 100 TCGA 1 100 100 1.0 0.001 50 6893 -52 1844.0985419171932 1842.958522470752 100 TCGA 1 100 100 1.0 0.001 50 6893 -53 1843.7190824743493 1842.1982753121074 100 TCGA 1 100 100 1.0 0.001 50 6893 -54 1843.1978093209125 1841.158625770454 100 TCGA 1 100 100 1.0 0.001 50 6893 -55 1842.4059430597242 1840.4474754141802 100 TCGA 1 100 100 1.0 0.001 50 6893 -56 1841.5715418416537 1844.3913138691505 100 TCGA 1 100 100 1.0 0.001 50 6893 -57 1841.3082233151763 1838.8946159017744 100 TCGA 1 100 100 1.0 0.001 50 6893 -58 1840.4808642692578 1839.590463916261 100 TCGA 1 100 100 1.0 0.001 50 6893 -59 1839.8467193375288 1836.8482457453283 100 TCGA 1 100 100 1.0 0.001 50 6893 -60 1839.583478762191 1839.297233236495 100 TCGA 1 100 100 1.0 0.001 50 6893 -61 1838.8653922802184 1835.9556369493955 100 TCGA 1 100 100 1.0 0.001 50 6893 -62 1838.0289116838253 1836.077298111652 100 TCGA 1 100 100 1.0 0.001 50 6893 -63 1837.425615728161 1835.9413571765076 100 TCGA 1 100 100 1.0 0.001 50 6893 -64 1837.0084920415443 1837.74474300212 100 TCGA 1 100 100 1.0 0.001 50 6893 -65 1836.6064998415088 1834.9039183956893 100 TCGA 1 100 100 1.0 0.001 50 6893 -66 1836.1148377248307 1834.0957233678157 100 TCGA 1 100 100 1.0 0.001 50 6893 -67 1835.4688426529885 1835.5416830244974 100 TCGA 1 100 100 1.0 0.001 50 6893 -68 1835.0569596782914 1833.8206646023084 100 TCGA 1 100 100 1.0 0.001 50 6893 -69 1834.4402566852946 1832.687849035215 100 TCGA 1 100 100 1.0 0.001 50 6893 -70 1834.3180317921835 1832.7558777775596 100 TCGA 1 100 100 1.0 0.001 50 6893 -71 1833.7683078217872 1831.3752907604428 100 TCGA 1 100 100 1.0 0.001 50 6893 -72 1833.2924333383548 1832.3906973834014 100 TCGA 1 100 100 1.0 0.001 50 6893 -73 1832.777033703124 1831.0581263249842 100 TCGA 1 100 100 1.0 0.001 50 6893 -74 1832.4407504848477 1831.2986809045226 100 TCGA 1 100 100 1.0 0.001 50 6893 -75 1831.9594096385922 1831.0982359306297 100 TCGA 1 100 100 1.0 0.001 50 6893 -76 1831.7772041028707 1829.756905253808 100 TCGA 1 100 100 1.0 0.001 50 6893 -77 1831.3641076465312 1830.3049482029287 100 TCGA 1 100 100 1.0 0.001 50 6893 -78 1831.0047659743564 1828.9349420442054 100 TCGA 1 100 100 1.0 0.001 50 6893 -79 1830.604728084734 1830.4120921992776 100 TCGA 1 100 100 1.0 0.001 50 6893 -80 1830.3709046152742 1828.7619616637876 100 TCGA 1 100 100 1.0 0.001 50 6893 -81 1829.7923375515152 1828.3631487515704 100 TCGA 1 100 100 1.0 0.001 50 6893 -82 1829.6197855443024 1828.05750309163 100 TCGA 1 100 100 1.0 0.001 50 6893 -83 1829.2853802658508 1827.364635678392 100 TCGA 1 100 100 1.0 0.001 50 6893 -84 1828.7964852579285 1828.1514855773005 100 TCGA 1 100 100 1.0 0.001 50 6893 -85 1828.8031022346156 1826.7988821058418 100 TCGA 1 100 100 1.0 0.001 50 6893 -86 1828.4635942290704 1828.6275487545147 100 TCGA 1 100 100 1.0 0.001 50 6893 -87 1828.186270740099 1826.4947380947708 100 TCGA 1 100 100 1.0 0.001 50 6893 -88 1827.9217502045997 1828.3512889152796 100 TCGA 1 100 100 1.0 0.001 50 6893 -89 1827.6671093254033 1826.4488752355528 100 TCGA 1 100 100 1.0 0.001 50 6893 -90 1827.546815511331 1826.598675751806 100 TCGA 1 100 100 1.0 0.001 50 6893 -91 1826.9778947682237 1825.6135603554883 100 TCGA 1 100 100 1.0 0.001 50 6893 -92 1826.850407675875 1825.9955478073964 100 TCGA 1 100 100 1.0 0.001 50 6893 -93 1826.519998479946 1825.9179736573492 100 TCGA 1 100 100 1.0 0.001 50 6893 -94 1826.418760660544 1825.2834981793735 100 TCGA 1 100 100 1.0 0.001 50 6893 -95 1826.4404477820838 1825.2897010688207 100 TCGA 1 100 100 1.0 0.001 50 6893 -96 1825.907656281611 1824.1825178136778 100 TCGA 1 100 100 1.0 0.001 50 6893 -97 1825.8143066515254 1824.191546722872 100 TCGA 1 100 100 1.0 0.001 50 6893 -98 1825.4622478176407 1825.2404834229742 100 TCGA 1 100 100 1.0 0.001 50 6893 -99 1825.3579244220853 1824.2537897004554 100 TCGA 1 100 100 1.0 0.001 50 6893 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 4487f0ad6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3481.862026319771 3961.299949454303 100 TCGA 1 50 100 0.5 0.001 50 1636 -1 2194.7462528133806 2797.5382184359296 100 TCGA 1 50 100 0.5 0.001 50 1636 -2 2049.4515608404213 2157.64624268805 100 TCGA 1 50 100 0.5 0.001 50 1636 -3 2007.093624196317 2023.8736983256124 100 TCGA 1 50 100 0.5 0.001 50 1636 -4 1979.6919999240245 2003.3542879190877 100 TCGA 1 50 100 0.5 0.001 50 1636 -5 1963.5955809593095 1951.4353787982884 100 TCGA 1 50 100 0.5 0.001 50 1636 -6 1953.8669543006029 1973.3702165613222 100 TCGA 1 50 100 0.5 0.001 50 1636 -7 1945.0034173692306 1942.2627339578753 100 TCGA 1 50 100 0.5 0.001 50 1636 -8 1933.104699307806 1934.665069120014 100 TCGA 1 50 100 0.5 0.001 50 1636 -9 1926.5680437553194 1926.3788663777873 100 TCGA 1 50 100 0.5 0.001 50 1636 -10 1921.5015057745702 1922.378772524733 100 TCGA 1 50 100 0.5 0.001 50 1636 -11 1916.754197234886 1923.450086737398 100 TCGA 1 50 100 0.5 0.001 50 1636 -12 1913.7787871881847 1905.433732996035 100 TCGA 1 50 100 0.5 0.001 50 1636 -13 1907.6897753393932 1903.37386824258 100 TCGA 1 50 100 0.5 0.001 50 1636 -14 1905.4872365603026 1940.5113181876177 100 TCGA 1 50 100 0.5 0.001 50 1636 -15 1900.9272772415047 1911.3084195391018 100 TCGA 1 50 100 0.5 0.001 50 1636 -16 1897.957016834285 1895.0968624862594 100 TCGA 1 50 100 0.5 0.001 50 1636 -17 1895.2955770542585 1892.7854905631673 100 TCGA 1 50 100 0.5 0.001 50 1636 -18 1891.4397605421661 1885.81126334799 100 TCGA 1 50 100 0.5 0.001 50 1636 -19 1889.4195382235 1884.0558799858668 100 TCGA 1 50 100 0.5 0.001 50 1636 -20 1887.3235025696488 1884.1547980380417 100 TCGA 1 50 100 0.5 0.001 50 1636 -21 1884.1032546842082 1882.986178450848 100 TCGA 1 50 100 0.5 0.001 50 1636 -22 1882.5992761103753 1879.888552258362 100 TCGA 1 50 100 0.5 0.001 50 1636 -23 1879.949714538867 1880.7530180197864 100 TCGA 1 50 100 0.5 0.001 50 1636 -24 1878.3482835924856 1875.2964591021514 100 TCGA 1 50 100 0.5 0.001 50 1636 -25 1876.1741842258614 1876.3422219741285 100 TCGA 1 50 100 0.5 0.001 50 1636 -26 1874.5954477978892 1879.5876826760757 100 TCGA 1 50 100 0.5 0.001 50 1636 -27 1873.0536259420085 1868.8747018785332 100 TCGA 1 50 100 0.5 0.001 50 1636 -28 1870.5144774382343 1867.845523393334 100 TCGA 1 50 100 0.5 0.001 50 1636 -29 1869.142229845141 1866.4649658203125 100 TCGA 1 50 100 0.5 0.001 50 1636 -30 1867.466151751316 1867.9388231440405 100 TCGA 1 50 100 0.5 0.001 50 1636 -31 1866.0912164040262 1867.3440898339354 100 TCGA 1 50 100 0.5 0.001 50 1636 -32 1863.5764622876175 1862.845731955677 100 TCGA 1 50 100 0.5 0.001 50 1636 -33 1863.1102873049274 1861.5262837625628 100 TCGA 1 50 100 0.5 0.001 50 1636 -34 1862.445785616136 1860.8687535578283 100 TCGA 1 50 100 0.5 0.001 50 1636 -35 1861.4421282484138 1858.5153698178392 100 TCGA 1 50 100 0.5 0.001 50 1636 -36 1859.2596817876708 1858.615130707247 100 TCGA 1 50 100 0.5 0.001 50 1636 -37 1858.301387772814 1856.2457287659 100 TCGA 1 50 100 0.5 0.001 50 1636 -38 1856.6491729330971 1855.773628273202 100 TCGA 1 50 100 0.5 0.001 50 1636 -39 1855.3487654016517 1855.5228449375786 100 TCGA 1 50 100 0.5 0.001 50 1636 -40 1854.3581574443515 1854.9928837301743 100 TCGA 1 50 100 0.5 0.001 50 1636 -41 1853.9112164454477 1857.51862768432 100 TCGA 1 50 100 0.5 0.001 50 1636 -42 1852.75398204832 1850.9538917733198 100 TCGA 1 50 100 0.5 0.001 50 1636 -43 1851.6705099353435 1849.54623152383 100 TCGA 1 50 100 0.5 0.001 50 1636 -44 1850.893290272221 1849.3000745917086 100 TCGA 1 50 100 0.5 0.001 50 1636 -45 1850.24559554943 1847.8261246417635 100 TCGA 1 50 100 0.5 0.001 50 1636 -46 1849.2167310777527 1847.564226773516 100 TCGA 1 50 100 0.5 0.001 50 1636 -47 1848.407329856957 1850.2795520571608 100 TCGA 1 50 100 0.5 0.001 50 1636 -48 1847.7024457854664 1844.5623883578046 100 TCGA 1 50 100 0.5 0.001 50 1636 -49 1846.284059960763 1843.8384549701634 100 TCGA 1 50 100 0.5 0.001 50 1636 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index 7c6b9bb57..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3494.973037626052 4285.971760658763 100 TCGA 1 50 100 0.0 0.001 50 2897 -1 2194.539350841551 2992.0190810007066 100 TCGA 1 50 100 0.0 0.001 50 2897 -2 2048.1484961166407 2154.72317642902 100 TCGA 1 50 100 0.0 0.001 50 2897 -3 2002.102044213788 2091.133555963411 100 TCGA 1 50 100 0.0 0.001 50 2897 -4 1977.051633834626 1998.8001678313442 100 TCGA 1 50 100 0.0 0.001 50 2897 -5 1963.2056283066217 1967.7151651813756 100 TCGA 1 50 100 0.0 0.001 50 2897 -6 1952.124126895462 1968.8868334592887 100 TCGA 1 50 100 0.0 0.001 50 2897 -7 1943.222220453943 1935.2975798180355 100 TCGA 1 50 100 0.0 0.001 50 2897 -8 1933.4488837821953 1940.4615067525126 100 TCGA 1 50 100 0.0 0.001 50 2897 -9 1929.528225288685 1924.965547341198 100 TCGA 1 50 100 0.0 0.001 50 2897 -10 1921.7270183935802 1927.466672351013 100 TCGA 1 50 100 0.0 0.001 50 2897 -11 1918.1818285879378 1924.364154144747 100 TCGA 1 50 100 0.0 0.001 50 2897 -12 1912.7584986907589 1923.9217179648242 100 TCGA 1 50 100 0.0 0.001 50 2897 -13 1907.4025737610443 1916.6707389486494 100 TCGA 1 50 100 0.0 0.001 50 2897 -14 1904.5530158902056 1898.6469254230135 100 TCGA 1 50 100 0.0 0.001 50 2897 -15 1901.7659820001404 1901.5370529404836 100 TCGA 1 50 100 0.0 0.001 50 2897 -16 1898.377573382257 1893.4185686734454 100 TCGA 1 50 100 0.0 0.001 50 2897 -17 1895.6225859536326 1891.9838468465373 100 TCGA 1 50 100 0.0 0.001 50 2897 -18 1892.1683339662804 1890.5134393893295 100 TCGA 1 50 100 0.0 0.001 50 2897 -19 1888.25652467796 1888.8785492403424 100 TCGA 1 50 100 0.0 0.001 50 2897 -20 1886.5644549099325 1888.223823585702 100 TCGA 1 50 100 0.0 0.001 50 2897 -21 1884.993206505744 1886.5809277098383 100 TCGA 1 50 100 0.0 0.001 50 2897 -22 1881.819394186254 1879.860477926743 100 TCGA 1 50 100 0.0 0.001 50 2897 -23 1879.349683715398 1877.2253037649184 100 TCGA 1 50 100 0.0 0.001 50 2897 -24 1877.9423675792586 1874.3036784263113 100 TCGA 1 50 100 0.0 0.001 50 2897 -25 1876.6613715302 1876.0680968318154 100 TCGA 1 50 100 0.0 0.001 50 2897 -26 1873.7015844533082 1873.435924740892 100 TCGA 1 50 100 0.0 0.001 50 2897 -27 1871.8381124880314 1870.6237480125235 100 TCGA 1 50 100 0.0 0.001 50 2897 -28 1869.9691977183165 1869.0483067191426 100 TCGA 1 50 100 0.0 0.001 50 2897 -29 1868.1538815034767 1867.0471111661825 100 TCGA 1 50 100 0.0 0.001 50 2897 -30 1867.1092526708042 1867.2345412364557 100 TCGA 1 50 100 0.0 0.001 50 2897 -31 1865.9610321695536 1867.0671374450376 100 TCGA 1 50 100 0.0 0.001 50 2897 -32 1864.593019036047 1864.718297297032 100 TCGA 1 50 100 0.0 0.001 50 2897 -33 1863.2853896401532 1861.5016353741364 100 TCGA 1 50 100 0.0 0.001 50 2897 -34 1861.575388085218 1861.7094695891567 100 TCGA 1 50 100 0.0 0.001 50 2897 -35 1860.5363845288693 1857.513367005928 100 TCGA 1 50 100 0.0 0.001 50 2897 -36 1859.28917612254 1858.32167244916 100 TCGA 1 50 100 0.0 0.001 50 2897 -37 1858.0885166594433 1855.7488050604586 100 TCGA 1 50 100 0.0 0.001 50 2897 -38 1856.6011950763984 1855.674644585231 100 TCGA 1 50 100 0.0 0.001 50 2897 -39 1855.6576756978623 1859.3695816730135 100 TCGA 1 50 100 0.0 0.001 50 2897 -40 1854.7068688075103 1855.6627227936558 100 TCGA 1 50 100 0.0 0.001 50 2897 -41 1853.8501632354903 1853.5311794568545 100 TCGA 1 50 100 0.0 0.001 50 2897 -42 1852.1583378805967 1851.760963018216 100 TCGA 1 50 100 0.0 0.001 50 2897 -43 1851.757123134514 1851.4843167252277 100 TCGA 1 50 100 0.0 0.001 50 2897 -44 1850.6712950740439 1851.9676624087233 100 TCGA 1 50 100 0.0 0.001 50 2897 -45 1849.674886344759 1849.2578296757224 100 TCGA 1 50 100 0.0 0.001 50 2897 -46 1848.7858102574708 1848.3182918989478 100 TCGA 1 50 100 0.0 0.001 50 2897 -47 1847.64643663146 1848.8071706187186 100 TCGA 1 50 100 0.0 0.001 50 2897 -48 1847.1180508078469 1848.522484247409 100 TCGA 1 50 100 0.0 0.001 50 2897 -49 1846.7544492918914 1846.5285988045698 100 TCGA 1 50 100 0.0 0.001 50 2897 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index 123101c17..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3526.7526725754565 3938.759687107412 100 TCGA 1 50 100 1.0 0.001 50 3388 -1 2201.104179102151 2752.9621250785176 100 TCGA 1 50 100 1.0 0.001 50 3388 -2 2048.3985781962883 2139.5562247271514 100 TCGA 1 50 100 1.0 0.001 50 3388 -3 2006.8123922091481 2171.29813005457 100 TCGA 1 50 100 1.0 0.001 50 3388 -4 1983.2684106802299 1977.4156880594378 100 TCGA 1 50 100 1.0 0.001 50 3388 -5 1964.6683468014444 1995.1074960986573 100 TCGA 1 50 100 1.0 0.001 50 3388 -6 1955.2262239350794 1953.5674981352072 100 TCGA 1 50 100 1.0 0.001 50 3388 -7 1941.7539913544952 1950.1581289013427 100 TCGA 1 50 100 1.0 0.001 50 3388 -8 1935.1784246806415 1933.6697102455637 100 TCGA 1 50 100 1.0 0.001 50 3388 -9 1926.4387331704022 1923.802752164141 100 TCGA 1 50 100 1.0 0.001 50 3388 -10 1921.2257434748315 1934.0887647465845 100 TCGA 1 50 100 1.0 0.001 50 3388 -11 1916.804487941813 1908.358163498155 100 TCGA 1 50 100 1.0 0.001 50 3388 -12 1912.7937173043954 1904.7899568644002 100 TCGA 1 50 100 1.0 0.001 50 3388 -13 1910.4233188741987 1903.145265512131 100 TCGA 1 50 100 1.0 0.001 50 3388 -14 1904.631926001655 1904.213266650636 100 TCGA 1 50 100 1.0 0.001 50 3388 -15 1901.8990328363282 1895.2272881742697 100 TCGA 1 50 100 1.0 0.001 50 3388 -16 1897.7762579796024 1891.536350576123 100 TCGA 1 50 100 1.0 0.001 50 3388 -17 1894.9339642120747 1900.4454965255968 100 TCGA 1 50 100 1.0 0.001 50 3388 -18 1893.3112884667958 1886.7546595281092 100 TCGA 1 50 100 1.0 0.001 50 3388 -19 1890.163138422693 1882.9714208248272 100 TCGA 1 50 100 1.0 0.001 50 3388 -20 1886.9270425978111 1877.3227845771828 100 TCGA 1 50 100 1.0 0.001 50 3388 -21 1885.0415021758192 1876.3846828134815 100 TCGA 1 50 100 1.0 0.001 50 3388 -22 1882.500886007829 1877.4462166790986 100 TCGA 1 50 100 1.0 0.001 50 3388 -23 1881.146868925779 1872.6992457404208 100 TCGA 1 50 100 1.0 0.001 50 3388 -24 1878.4011183188475 1870.5810865852702 100 TCGA 1 50 100 1.0 0.001 50 3388 -25 1876.5127502638975 1873.5832955058495 100 TCGA 1 50 100 1.0 0.001 50 3388 -26 1874.5877002639847 1867.1907695214354 100 TCGA 1 50 100 1.0 0.001 50 3388 -27 1873.318612603793 1866.369111794323 100 TCGA 1 50 100 1.0 0.001 50 3388 -28 1871.681963602418 1866.550946873037 100 TCGA 1 50 100 1.0 0.001 50 3388 -29 1869.7791668746818 1861.621403526421 100 TCGA 1 50 100 1.0 0.001 50 3388 -30 1867.9178395399572 1863.533279802332 100 TCGA 1 50 100 1.0 0.001 50 3388 -31 1866.3817165650246 1859.66579663454 100 TCGA 1 50 100 1.0 0.001 50 3388 -32 1865.6885452210897 1857.7593300977544 100 TCGA 1 50 100 1.0 0.001 50 3388 -33 1863.25569800892 1856.6682846606077 100 TCGA 1 50 100 1.0 0.001 50 3388 -34 1862.0934207276289 1856.4490629416614 100 TCGA 1 50 100 1.0 0.001 50 3388 -35 1860.5261023907087 1854.504538684634 100 TCGA 1 50 100 1.0 0.001 50 3388 -36 1859.4446938096685 1855.1710364566975 100 TCGA 1 50 100 1.0 0.001 50 3388 -37 1858.8004869677577 1851.505396243915 100 TCGA 1 50 100 1.0 0.001 50 3388 -38 1857.2284868480717 1850.9863011345792 100 TCGA 1 50 100 1.0 0.001 50 3388 -39 1856.3255297897888 1850.3847239125314 100 TCGA 1 50 100 1.0 0.001 50 3388 -40 1855.7461881606703 1849.462892465256 100 TCGA 1 50 100 1.0 0.001 50 3388 -41 1854.495724854851 1847.5466553961212 100 TCGA 1 50 100 1.0 0.001 50 3388 -42 1853.1947767204679 1847.5019292016725 100 TCGA 1 50 100 1.0 0.001 50 3388 -43 1852.392152343641 1847.9016738968278 100 TCGA 1 50 100 1.0 0.001 50 3388 -44 1850.9886718504742 1845.396943825573 100 TCGA 1 50 100 1.0 0.001 50 3388 -45 1850.4684297612953 1846.1493502669598 100 TCGA 1 50 100 1.0 0.001 50 3388 -46 1849.7920809572383 1843.7467985680355 100 TCGA 1 50 100 1.0 0.001 50 3388 -47 1848.6171049298366 1842.80454150636 100 TCGA 1 50 100 1.0 0.001 50 3388 -48 1847.831061881732 1845.0333791761543 100 TCGA 1 50 100 1.0 0.001 50 3388 -49 1846.6435091240303 1841.0945799554413 100 TCGA 1 50 100 1.0 0.001 50 3388 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index d2654efd1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3903.332929248216 4675.331128297738 150 TCGA 1 100 100 0.5 0.001 50 2852 -1 2420.3323208723423 3650.342144069959 150 TCGA 1 100 100 0.5 0.001 50 2852 -2 2126.8427841470952 2606.976701132616 150 TCGA 1 100 100 0.5 0.001 50 2852 -3 2043.3092819573237 2370.577806022299 150 TCGA 1 100 100 0.5 0.001 50 2852 -4 2013.1181696625556 2203.524791928392 150 TCGA 1 100 100 0.5 0.001 50 2852 -5 1991.5577512481993 2037.5479914219536 150 TCGA 1 100 100 0.5 0.001 50 2852 -6 1976.4765040741154 2100.8231882066584 150 TCGA 1 100 100 0.5 0.001 50 2852 -7 1971.0941501519073 2002.740929378337 150 TCGA 1 100 100 0.5 0.001 50 2852 -8 1960.3535025990798 1970.302167576162 150 TCGA 1 100 100 0.5 0.001 50 2852 -9 1950.3628506861116 1983.260407260914 150 TCGA 1 100 100 0.5 0.001 50 2852 -10 1947.3515785235168 1951.884844142588 150 TCGA 1 100 100 0.5 0.001 50 2852 -11 1939.2993637001505 1948.684954925997 150 TCGA 1 100 100 0.5 0.001 50 2852 -12 1934.6749151080617 1966.352642730253 150 TCGA 1 100 100 0.5 0.001 50 2852 -13 1927.9634696244261 1938.2837969142588 150 TCGA 1 100 100 0.5 0.001 50 2852 -14 1925.113102892997 1924.223586806101 150 TCGA 1 100 100 0.5 0.001 50 2852 -15 1921.2357367809257 1914.0816816013662 150 TCGA 1 100 100 0.5 0.001 50 2852 -16 1918.048701912554 1940.2913419637248 150 TCGA 1 100 100 0.5 0.001 50 2852 -17 1913.56460875477 1911.0310561597048 150 TCGA 1 100 100 0.5 0.001 50 2852 -18 1910.5933703407536 1908.565789764251 150 TCGA 1 100 100 0.5 0.001 50 2852 -19 1907.7720370500772 1907.5985628827732 150 TCGA 1 100 100 0.5 0.001 50 2852 -20 1906.5419239240482 1901.640002993483 150 TCGA 1 100 100 0.5 0.001 50 2852 -21 1901.935376298123 1907.7237867805827 150 TCGA 1 100 100 0.5 0.001 50 2852 -22 1900.0974552475166 1901.3097972774026 150 TCGA 1 100 100 0.5 0.001 50 2852 -23 1898.9469120039687 1896.0308788817133 150 TCGA 1 100 100 0.5 0.001 50 2852 -24 1895.5897139813142 1896.4628697687658 150 TCGA 1 100 100 0.5 0.001 50 2852 -25 1892.8793530417868 1897.2637632743797 150 TCGA 1 100 100 0.5 0.001 50 2852 -26 1892.2283530735067 1909.2506305943782 150 TCGA 1 100 100 0.5 0.001 50 2852 -27 1889.7292639068867 1899.4684475846027 150 TCGA 1 100 100 0.5 0.001 50 2852 -28 1887.9843592353666 1888.144174853761 150 TCGA 1 100 100 0.5 0.001 50 2852 -29 1887.532071586751 1888.3321502532192 150 TCGA 1 100 100 0.5 0.001 50 2852 -30 1884.8402071404714 1882.8827045383166 150 TCGA 1 100 100 0.5 0.001 50 2852 -31 1882.9379403742048 1886.4720612339038 150 TCGA 1 100 100 0.5 0.001 50 2852 -32 1881.131154106882 1881.934942657624 150 TCGA 1 100 100 0.5 0.001 50 2852 -33 1880.1042511534752 1884.6671516763506 150 TCGA 1 100 100 0.5 0.001 50 2852 -34 1878.9683126778937 1879.3146678215296 150 TCGA 1 100 100 0.5 0.001 50 2852 -35 1877.5783192851418 1880.092577756949 150 TCGA 1 100 100 0.5 0.001 50 2852 -36 1876.4211703331453 1875.3242623027245 150 TCGA 1 100 100 0.5 0.001 50 2852 -37 1874.9369552549288 1873.7313324434674 150 TCGA 1 100 100 0.5 0.001 50 2852 -38 1873.6476888502266 1872.0858473274577 150 TCGA 1 100 100 0.5 0.001 50 2852 -39 1872.1535925760322 1871.6755640997958 150 TCGA 1 100 100 0.5 0.001 50 2852 -40 1871.0919754363847 1868.989161505771 150 TCGA 1 100 100 0.5 0.001 50 2852 -41 1869.8053058360701 1869.785038473618 150 TCGA 1 100 100 0.5 0.001 50 2852 -42 1868.960287144147 1868.6610444802136 150 TCGA 1 100 100 0.5 0.001 50 2852 -43 1868.4655716891054 1868.743288586487 150 TCGA 1 100 100 0.5 0.001 50 2852 -44 1866.1331503836489 1868.2024349040123 150 TCGA 1 100 100 0.5 0.001 50 2852 -45 1866.0062873500547 1863.556824037178 150 TCGA 1 100 100 0.5 0.001 50 2852 -46 1864.4746576771831 1864.1775319468436 150 TCGA 1 100 100 0.5 0.001 50 2852 -47 1863.8155326821973 1863.2461753346813 150 TCGA 1 100 100 0.5 0.001 50 2852 -48 1862.9989739771547 1864.1071574915593 150 TCGA 1 100 100 0.5 0.001 50 2852 -49 1861.3922979450874 1862.0777594024812 150 TCGA 1 100 100 0.5 0.001 50 2852 -50 1860.5587461505409 1861.2087341001884 150 TCGA 1 100 100 0.5 0.001 50 2852 -51 1859.6555896703253 1858.9362725492697 150 TCGA 1 100 100 0.5 0.001 50 2852 -52 1859.2113360168546 1860.538438653227 150 TCGA 1 100 100 0.5 0.001 50 2852 -53 1857.6487647830568 1858.868737608943 150 TCGA 1 100 100 0.5 0.001 50 2852 -54 1856.6368583698786 1856.906799009697 150 TCGA 1 100 100 0.5 0.001 50 2852 -55 1855.8025214366314 1855.142731479664 150 TCGA 1 100 100 0.5 0.001 50 2852 -56 1855.3232508532794 1856.6424529875942 150 TCGA 1 100 100 0.5 0.001 50 2852 -57 1854.5349737508634 1856.1852916928392 150 TCGA 1 100 100 0.5 0.001 50 2852 -58 1854.0228645502689 1854.9451781613143 150 TCGA 1 100 100 0.5 0.001 50 2852 -59 1853.7559387295596 1853.5607904022063 150 TCGA 1 100 100 0.5 0.001 50 2852 -60 1852.8770604662125 1851.9287514231312 150 TCGA 1 100 100 0.5 0.001 50 2852 -61 1851.874239182709 1852.296106999843 150 TCGA 1 100 100 0.5 0.001 50 2852 -62 1851.581031033737 1853.742148241206 150 TCGA 1 100 100 0.5 0.001 50 2852 -63 1850.7246290773855 1849.8370275449513 150 TCGA 1 100 100 0.5 0.001 50 2852 -64 1849.9315659848423 1850.061375603604 150 TCGA 1 100 100 0.5 0.001 50 2852 -65 1849.405378407886 1847.7252945636385 150 TCGA 1 100 100 0.5 0.001 50 2852 -66 1849.0722657340036 1848.36648022829 150 TCGA 1 100 100 0.5 0.001 50 2852 -67 1848.196419798592 1847.8228919254475 150 TCGA 1 100 100 0.5 0.001 50 2852 -68 1847.524442144531 1847.6383982902796 150 TCGA 1 100 100 0.5 0.001 50 2852 -69 1846.8277280364455 1846.230716571137 150 TCGA 1 100 100 0.5 0.001 50 2852 -70 1845.985245474828 1847.3848576377984 150 TCGA 1 100 100 0.5 0.001 50 2852 -71 1845.639130575421 1848.8986221390153 150 TCGA 1 100 100 0.5 0.001 50 2852 -72 1845.2337217419285 1845.079828463607 150 TCGA 1 100 100 0.5 0.001 50 2852 -73 1845.1181230635525 1845.8172411127905 150 TCGA 1 100 100 0.5 0.001 50 2852 -74 1843.9835649812471 1845.0849799534783 150 TCGA 1 100 100 0.5 0.001 50 2852 -75 1843.715183473083 1843.224937553981 150 TCGA 1 100 100 0.5 0.001 50 2852 -76 1842.9047095350609 1844.534842793067 150 TCGA 1 100 100 0.5 0.001 50 2852 -77 1842.6425744461314 1841.9963832836056 150 TCGA 1 100 100 0.5 0.001 50 2852 -78 1842.0159921510929 1842.5523098892902 150 TCGA 1 100 100 0.5 0.001 50 2852 -79 1841.9664206902407 1843.7734405670933 150 TCGA 1 100 100 0.5 0.001 50 2852 -80 1841.4941611040356 1840.9889112309595 150 TCGA 1 100 100 0.5 0.001 50 2852 -81 1840.7560376775014 1842.3910212684516 150 TCGA 1 100 100 0.5 0.001 50 2852 -82 1840.264146885072 1841.1466420235945 150 TCGA 1 100 100 0.5 0.001 50 2852 -83 1839.5606837289145 1841.590066420972 150 TCGA 1 100 100 0.5 0.001 50 2852 -84 1839.211344055864 1840.2285953694252 150 TCGA 1 100 100 0.5 0.001 50 2852 -85 1838.7794917051594 1839.7490031946843 150 TCGA 1 100 100 0.5 0.001 50 2852 -86 1838.5105352306994 1839.132170864086 150 TCGA 1 100 100 0.5 0.001 50 2852 -87 1838.1022373952694 1837.9451008705637 150 TCGA 1 100 100 0.5 0.001 50 2852 -88 1837.9627442877797 1837.7870762503926 150 TCGA 1 100 100 0.5 0.001 50 2852 -89 1837.7414721099244 1838.2846201220948 150 TCGA 1 100 100 0.5 0.001 50 2852 -90 1837.1213900215566 1837.8859893952183 150 TCGA 1 100 100 0.5 0.001 50 2852 -91 1836.6523558357649 1838.419738462822 150 TCGA 1 100 100 0.5 0.001 50 2852 -92 1836.2978290941503 1837.3093372134108 150 TCGA 1 100 100 0.5 0.001 50 2852 -93 1835.9692524653326 1837.8591529424466 150 TCGA 1 100 100 0.5 0.001 50 2852 -94 1835.3222880524734 1835.6650243404522 150 TCGA 1 100 100 0.5 0.001 50 2852 -95 1835.2084278439236 1836.0443599835114 150 TCGA 1 100 100 0.5 0.001 50 2852 -96 1835.157300971025 1835.2129188422582 150 TCGA 1 100 100 0.5 0.001 50 2852 -97 1834.384631632428 1835.1480639280387 150 TCGA 1 100 100 0.5 0.001 50 2852 -98 1834.1610980403784 1834.3947471733668 150 TCGA 1 100 100 0.5 0.001 50 2852 -99 1833.8096333437832 1833.6511672130182 150 TCGA 1 100 100 0.5 0.001 50 2852 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index 8f496a2ce..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3909.155689912684 4311.610368738222 150 TCGA 1 100 100 0.0 0.001 50 6430 -1 2408.9997906587473 3612.526892273869 150 TCGA 1 100 100 0.0 0.001 50 6430 -2 2123.8552987317657 2980.9090079302764 150 TCGA 1 100 100 0.0 0.001 50 6430 -3 2047.5723399245217 2417.945989714196 150 TCGA 1 100 100 0.0 0.001 50 6430 -4 2015.30473106053 2243.6151018765704 150 TCGA 1 100 100 0.0 0.001 50 6430 -5 1995.2160025527533 2032.5930396611966 150 TCGA 1 100 100 0.0 0.001 50 6430 -6 1977.59178865886 2007.7399276656722 150 TCGA 1 100 100 0.0 0.001 50 6430 -7 1969.5303576018398 1994.5330203262406 150 TCGA 1 100 100 0.0 0.001 50 6430 -8 1956.6300112050164 2024.2286800211998 150 TCGA 1 100 100 0.0 0.001 50 6430 -9 1951.6640030930837 1968.4533108658527 150 TCGA 1 100 100 0.0 0.001 50 6430 -10 1944.6266100091825 1945.7186334504554 150 TCGA 1 100 100 0.0 0.001 50 6430 -11 1938.3827700158797 1946.4679347666065 150 TCGA 1 100 100 0.0 0.001 50 6430 -12 1931.6208819970448 1933.6988648074357 150 TCGA 1 100 100 0.0 0.001 50 6430 -13 1928.533196680167 1950.086753960231 150 TCGA 1 100 100 0.0 0.001 50 6430 -14 1923.6147643790898 1936.2735945351758 150 TCGA 1 100 100 0.0 0.001 50 6430 -15 1922.8500041312332 1916.1261286903266 150 TCGA 1 100 100 0.0 0.001 50 6430 -16 1918.5262001259862 1923.627765904719 150 TCGA 1 100 100 0.0 0.001 50 6430 -17 1914.9774765217328 1909.4395218278894 150 TCGA 1 100 100 0.0 0.001 50 6430 -18 1912.7602519986885 1911.4230276136543 150 TCGA 1 100 100 0.0 0.001 50 6430 -19 1908.590833297544 1910.584337090727 150 TCGA 1 100 100 0.0 0.001 50 6430 -20 1905.4544010632858 1909.2395853780622 150 TCGA 1 100 100 0.0 0.001 50 6430 -21 1903.8104064784714 1902.1446839912453 150 TCGA 1 100 100 0.0 0.001 50 6430 -22 1900.9304129047737 1896.1443398633794 150 TCGA 1 100 100 0.0 0.001 50 6430 -23 1898.5478700249705 1903.716144810969 150 TCGA 1 100 100 0.0 0.001 50 6430 -24 1895.6781253569866 1895.695690365892 150 TCGA 1 100 100 0.0 0.001 50 6430 -25 1895.319537048987 1895.7558207296247 150 TCGA 1 100 100 0.0 0.001 50 6430 -26 1892.8236736234164 1890.188109124725 150 TCGA 1 100 100 0.0 0.001 50 6430 -27 1891.2117040944772 1891.1995371142823 150 TCGA 1 100 100 0.0 0.001 50 6430 -28 1889.0513406151679 1885.694038429452 150 TCGA 1 100 100 0.0 0.001 50 6430 -29 1886.8201446073344 1884.2027281181297 150 TCGA 1 100 100 0.0 0.001 50 6430 -30 1885.2780121186838 1881.4790940787923 150 TCGA 1 100 100 0.0 0.001 50 6430 -31 1884.4111489450204 1882.7370433711526 150 TCGA 1 100 100 0.0 0.001 50 6430 -32 1883.0025564458358 1884.089722906525 150 TCGA 1 100 100 0.0 0.001 50 6430 -33 1881.32448056282 1876.1364144943468 150 TCGA 1 100 100 0.0 0.001 50 6430 -34 1878.956602770804 1873.1965289091945 150 TCGA 1 100 100 0.0 0.001 50 6430 -35 1878.7220080333411 1872.5579036540123 150 TCGA 1 100 100 0.0 0.001 50 6430 -36 1877.303488434073 1874.6058545903345 150 TCGA 1 100 100 0.0 0.001 50 6430 -37 1874.6583942626653 1873.9386041535804 150 TCGA 1 100 100 0.0 0.001 50 6430 -38 1873.9300420475613 1870.4270418253377 150 TCGA 1 100 100 0.0 0.001 50 6430 -39 1872.703699898169 1867.84543383421 150 TCGA 1 100 100 0.0 0.001 50 6430 -40 1871.5911200585435 1868.4376827987594 150 TCGA 1 100 100 0.0 0.001 50 6430 -41 1870.001773528082 1867.1513536922896 150 TCGA 1 100 100 0.0 0.001 50 6430 -42 1869.2343888434466 1865.9870421443154 150 TCGA 1 100 100 0.0 0.001 50 6430 -43 1867.529882632644 1863.2587080912374 150 TCGA 1 100 100 0.0 0.001 50 6430 -44 1866.8779112522805 1861.4991804726758 150 TCGA 1 100 100 0.0 0.001 50 6430 -45 1865.498507782742 1863.1306121672817 150 TCGA 1 100 100 0.0 0.001 50 6430 -46 1864.8758183030202 1859.4964998331502 150 TCGA 1 100 100 0.0 0.001 50 6430 -47 1863.5999905194192 1863.7733595958307 150 TCGA 1 100 100 0.0 0.001 50 6430 -48 1863.345319541627 1865.5350550359217 150 TCGA 1 100 100 0.0 0.001 50 6430 -49 1861.9361468984794 1857.2827087095634 150 TCGA 1 100 100 0.0 0.001 50 6430 -50 1860.774789961125 1858.3004365087154 150 TCGA 1 100 100 0.0 0.001 50 6430 -51 1859.7170668085819 1862.170819919912 150 TCGA 1 100 100 0.0 0.001 50 6430 -52 1859.3515849547243 1856.1028058996153 150 TCGA 1 100 100 0.0 0.001 50 6430 -53 1858.0223611447811 1854.6126500422033 150 TCGA 1 100 100 0.0 0.001 50 6430 -54 1857.875820837352 1852.5006244601916 150 TCGA 1 100 100 0.0 0.001 50 6430 -55 1856.5505972384394 1853.0907289131203 150 TCGA 1 100 100 0.0 0.001 50 6430 -56 1856.0683313883474 1853.1080536962154 150 TCGA 1 100 100 0.0 0.001 50 6430 -57 1854.9358691166442 1852.3336764388348 150 TCGA 1 100 100 0.0 0.001 50 6430 -58 1854.823962332854 1856.4884640487594 150 TCGA 1 100 100 0.0 0.001 50 6430 -59 1853.5975561847722 1850.573035465413 150 TCGA 1 100 100 0.0 0.001 50 6430 -60 1853.1730869828436 1851.7992654925015 150 TCGA 1 100 100 0.0 0.001 50 6430 -61 1852.819341333174 1847.9988295972048 150 TCGA 1 100 100 0.0 0.001 50 6430 -62 1852.1963369286689 1850.6018998802606 150 TCGA 1 100 100 0.0 0.001 50 6430 -63 1850.993642451681 1850.017030955559 150 TCGA 1 100 100 0.0 0.001 50 6430 -64 1850.50711914226 1851.2435621712077 150 TCGA 1 100 100 0.0 0.001 50 6430 -65 1849.7839772270945 1846.677575499568 150 TCGA 1 100 100 0.0 0.001 50 6430 -66 1849.3630454753948 1849.2763665740813 150 TCGA 1 100 100 0.0 0.001 50 6430 -67 1848.4318859510383 1845.8246328075927 150 TCGA 1 100 100 0.0 0.001 50 6430 -68 1847.8555780532756 1844.0972538473618 150 TCGA 1 100 100 0.0 0.001 50 6430 -69 1847.077102615147 1843.7670904571687 150 TCGA 1 100 100 0.0 0.001 50 6430 -70 1846.530378939278 1844.329595364518 150 TCGA 1 100 100 0.0 0.001 50 6430 -71 1846.357074371791 1842.342867903973 150 TCGA 1 100 100 0.0 0.001 50 6430 -72 1845.2621139558728 1844.7486842169833 150 TCGA 1 100 100 0.0 0.001 50 6430 -73 1845.0384719870774 1842.6379149163788 150 TCGA 1 100 100 0.0 0.001 50 6430 -74 1844.620466925281 1841.9370043577262 150 TCGA 1 100 100 0.0 0.001 50 6430 -75 1844.054873419122 1844.0462916388583 150 TCGA 1 100 100 0.0 0.001 50 6430 -76 1843.6478059745045 1840.1267200259108 150 TCGA 1 100 100 0.0 0.001 50 6430 -77 1842.9594971275394 1840.573436641214 150 TCGA 1 100 100 0.0 0.001 50 6430 -78 1842.271849673033 1839.7739214873195 150 TCGA 1 100 100 0.0 0.001 50 6430 -79 1841.8536481051483 1838.607350718436 150 TCGA 1 100 100 0.0 0.001 50 6430 -80 1841.236957593054 1837.8734413031957 150 TCGA 1 100 100 0.0 0.001 50 6430 -81 1841.0240860164186 1838.1436896396042 150 TCGA 1 100 100 0.0 0.001 50 6430 -82 1840.672881851852 1836.7863935154287 150 TCGA 1 100 100 0.0 0.001 50 6430 -83 1840.463602336207 1837.0768478623586 150 TCGA 1 100 100 0.0 0.001 50 6430 -84 1839.607881515576 1835.6131628601995 150 TCGA 1 100 100 0.0 0.001 50 6430 -85 1839.1225092969098 1835.478092979546 150 TCGA 1 100 100 0.0 0.001 50 6430 -86 1838.8235471793378 1836.1547532584798 150 TCGA 1 100 100 0.0 0.001 50 6430 -87 1838.723004965873 1835.2650606548366 150 TCGA 1 100 100 0.0 0.001 50 6430 -88 1837.961680059202 1834.5841763750393 150 TCGA 1 100 100 0.0 0.001 50 6430 -89 1837.6453848429085 1834.753722837822 150 TCGA 1 100 100 0.0 0.001 50 6430 -90 1837.0659824170789 1834.7491902873744 150 TCGA 1 100 100 0.0 0.001 50 6430 -91 1836.5983877589706 1833.6887575082444 150 TCGA 1 100 100 0.0 0.001 50 6430 -92 1836.6300384831463 1833.167639344182 150 TCGA 1 100 100 0.0 0.001 50 6430 -93 1836.0739441701432 1833.5681195283055 150 TCGA 1 100 100 0.0 0.001 50 6430 -94 1835.8017738905187 1833.4373417379868 150 TCGA 1 100 100 0.0 0.001 50 6430 -95 1835.4429333347578 1832.1456869307474 150 TCGA 1 100 100 0.0 0.001 50 6430 -96 1834.8899777371219 1832.132243860906 150 TCGA 1 100 100 0.0 0.001 50 6430 -97 1834.555946463359 1834.5892082482726 150 TCGA 1 100 100 0.0 0.001 50 6430 -98 1834.24096137395 1832.4697265625 150 TCGA 1 100 100 0.0 0.001 50 6430 -99 1833.9903513221473 1831.7596901745053 150 TCGA 1 100 100 0.0 0.001 50 6430 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index 581c64a8f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3911.0110738034464 4626.74873145022 150 TCGA 1 100 100 1.0 0.001 50 1217 -1 2417.2959846047793 3499.567603643216 150 TCGA 1 100 100 1.0 0.001 50 1217 -2 2130.895319726933 3086.02713396082 150 TCGA 1 100 100 1.0 0.001 50 1217 -3 2052.0406301068147 2301.4395721282194 150 TCGA 1 100 100 1.0 0.001 50 1217 -4 2014.3430379345316 2122.12286898359 150 TCGA 1 100 100 1.0 0.001 50 1217 -5 1992.405115695787 2087.8095163316584 150 TCGA 1 100 100 1.0 0.001 50 1217 -6 1976.1815271114635 2015.119351027599 150 TCGA 1 100 100 1.0 0.001 50 1217 -7 1967.2122723298062 1997.9225442397535 150 TCGA 1 100 100 1.0 0.001 50 1217 -8 1956.8297705715795 1955.2311649801743 150 TCGA 1 100 100 1.0 0.001 50 1217 -9 1949.9765023300592 1978.786323585702 150 TCGA 1 100 100 1.0 0.001 50 1217 -10 1942.803229005705 1948.2139769894393 150 TCGA 1 100 100 1.0 0.001 50 1217 -11 1936.2392772560022 1971.441354722833 150 TCGA 1 100 100 1.0 0.001 50 1217 -12 1932.1295539625175 1945.749769968004 150 TCGA 1 100 100 1.0 0.001 50 1217 -13 1929.2255309452262 1921.3292009363222 150 TCGA 1 100 100 1.0 0.001 50 1217 -14 1924.7401008048166 1930.8012456079225 150 TCGA 1 100 100 1.0 0.001 50 1217 -15 1921.6832089675884 1939.5146582521984 150 TCGA 1 100 100 1.0 0.001 50 1217 -16 1918.8008370734256 1914.015648309909 150 TCGA 1 100 100 1.0 0.001 50 1217 -17 1914.6170575269325 1918.960413640468 150 TCGA 1 100 100 1.0 0.001 50 1217 -18 1911.8614429602042 1912.0658480390232 150 TCGA 1 100 100 1.0 0.001 50 1217 -19 1909.6964158063383 1933.5761043989478 150 TCGA 1 100 100 1.0 0.001 50 1217 -20 1905.4143093520875 1910.3750122683732 150 TCGA 1 100 100 1.0 0.001 50 1217 -21 1903.6976298738741 1893.6749537482333 150 TCGA 1 100 100 1.0 0.001 50 1217 -22 1901.5825329114316 1896.6738483678157 150 TCGA 1 100 100 1.0 0.001 50 1217 -23 1899.1634772192463 1896.661868914887 150 TCGA 1 100 100 1.0 0.001 50 1217 -24 1896.3572907028938 1890.5752726032506 150 TCGA 1 100 100 1.0 0.001 50 1217 -25 1895.5676170201796 1902.8668746564856 150 TCGA 1 100 100 1.0 0.001 50 1217 -26 1893.2651774451888 1894.2744287845478 150 TCGA 1 100 100 1.0 0.001 50 1217 -27 1891.6853972131726 1886.7567347234217 150 TCGA 1 100 100 1.0 0.001 50 1217 -28 1889.3313608375001 1884.1685858491678 150 TCGA 1 100 100 1.0 0.001 50 1217 -29 1886.7623522103079 1884.6530381399184 150 TCGA 1 100 100 1.0 0.001 50 1217 -30 1885.6243398202053 1887.1231793734296 150 TCGA 1 100 100 1.0 0.001 50 1217 -31 1882.9869446761375 1878.4487936508715 150 TCGA 1 100 100 1.0 0.001 50 1217 -32 1882.2888723433664 1880.9331723313835 150 TCGA 1 100 100 1.0 0.001 50 1217 -33 1880.6001285451214 1881.7594030945745 150 TCGA 1 100 100 1.0 0.001 50 1217 -34 1878.9525517777602 1879.8161314384422 150 TCGA 1 100 100 1.0 0.001 50 1217 -35 1877.3612627365158 1877.139788910372 150 TCGA 1 100 100 1.0 0.001 50 1217 -36 1876.4045321318386 1882.2427101326948 150 TCGA 1 100 100 1.0 0.001 50 1217 -37 1874.6322602473115 1872.2631915681925 150 TCGA 1 100 100 1.0 0.001 50 1217 -38 1874.1917268293405 1871.921983575102 150 TCGA 1 100 100 1.0 0.001 50 1217 -39 1873.009841518698 1878.1385872232256 150 TCGA 1 100 100 1.0 0.001 50 1217 -40 1872.1488923580469 1875.7474359100188 150 TCGA 1 100 100 1.0 0.001 50 1217 -41 1870.7760837238566 1868.6913890742776 150 TCGA 1 100 100 1.0 0.001 50 1217 -42 1868.9406646990806 1868.266686827693 150 TCGA 1 100 100 1.0 0.001 50 1217 -43 1868.3732813006866 1865.625620166261 150 TCGA 1 100 100 1.0 0.001 50 1217 -44 1866.8818408426582 1863.8836031966473 150 TCGA 1 100 100 1.0 0.001 50 1217 -45 1866.002606710082 1865.4668373606312 150 TCGA 1 100 100 1.0 0.001 50 1217 -46 1864.9824590588244 1861.6952934840217 150 TCGA 1 100 100 1.0 0.001 50 1217 -47 1864.2320638120752 1860.7223802116048 150 TCGA 1 100 100 1.0 0.001 50 1217 -48 1862.7317674042645 1866.622742005928 150 TCGA 1 100 100 1.0 0.001 50 1217 -49 1862.031227368145 1863.422416648673 150 TCGA 1 100 100 1.0 0.001 50 1217 -50 1861.365253627746 1859.6543845938677 150 TCGA 1 100 100 1.0 0.001 50 1217 -51 1860.146234252807 1863.2529487034783 150 TCGA 1 100 100 1.0 0.001 50 1217 -52 1859.5796779594673 1856.0559658644786 150 TCGA 1 100 100 1.0 0.001 50 1217 -53 1858.2281965580833 1856.7552140585742 150 TCGA 1 100 100 1.0 0.001 50 1217 -54 1857.2110631265523 1857.465506855567 150 TCGA 1 100 100 1.0 0.001 50 1217 -55 1856.6324388223215 1856.8714102740264 150 TCGA 1 100 100 1.0 0.001 50 1217 -56 1856.178230122991 1857.0481423229428 150 TCGA 1 100 100 1.0 0.001 50 1217 -57 1855.4362301499148 1852.5362248252984 150 TCGA 1 100 100 1.0 0.001 50 1217 -58 1854.8123927814165 1853.5352991765467 150 TCGA 1 100 100 1.0 0.001 50 1217 -59 1854.435114798688 1852.3751153227072 150 TCGA 1 100 100 1.0 0.001 50 1217 -60 1852.8444861961218 1850.1554844535176 150 TCGA 1 100 100 1.0 0.001 50 1217 -61 1852.616881540756 1852.5048000009815 150 TCGA 1 100 100 1.0 0.001 50 1217 -62 1851.5052562857968 1851.621863590413 150 TCGA 1 100 100 1.0 0.001 50 1217 -63 1850.8117026120294 1848.284443457522 150 TCGA 1 100 100 1.0 0.001 50 1217 -64 1850.6335130247212 1848.0921385491913 150 TCGA 1 100 100 1.0 0.001 50 1217 -65 1850.0563482911955 1848.0867012062265 150 TCGA 1 100 100 1.0 0.001 50 1217 -66 1849.4765877206885 1847.8450762111338 150 TCGA 1 100 100 1.0 0.001 50 1217 -67 1848.8970650912315 1847.9550775115813 150 TCGA 1 100 100 1.0 0.001 50 1217 -68 1848.2267442769885 1846.952089549309 150 TCGA 1 100 100 1.0 0.001 50 1217 -69 1847.0280555157087 1845.7924436636306 150 TCGA 1 100 100 1.0 0.001 50 1217 -70 1846.9046334369812 1845.4020947020258 150 TCGA 1 100 100 1.0 0.001 50 1217 -71 1846.4233940866247 1848.1662573119504 150 TCGA 1 100 100 1.0 0.001 50 1217 -72 1845.9119711312908 1845.4498438236103 150 TCGA 1 100 100 1.0 0.001 50 1217 -73 1845.401256167419 1843.1479565797738 150 TCGA 1 100 100 1.0 0.001 50 1217 -74 1844.9530271012172 1843.6069311400754 150 TCGA 1 100 100 1.0 0.001 50 1217 -75 1844.0281111211273 1844.7121109698885 150 TCGA 1 100 100 1.0 0.001 50 1217 -76 1843.486724734293 1842.0487876393688 150 TCGA 1 100 100 1.0 0.001 50 1217 -77 1842.7015198278486 1843.016070341944 150 TCGA 1 100 100 1.0 0.001 50 1217 -78 1842.869208956579 1840.643891454342 150 TCGA 1 100 100 1.0 0.001 50 1217 -79 1841.931721137722 1841.3330323492462 150 TCGA 1 100 100 1.0 0.001 50 1217 -80 1841.5338290776908 1840.6864142489792 150 TCGA 1 100 100 1.0 0.001 50 1217 -81 1841.216936821889 1840.0480607382617 150 TCGA 1 100 100 1.0 0.001 50 1217 -82 1840.721987785938 1839.8931369493955 150 TCGA 1 100 100 1.0 0.001 50 1217 -83 1840.1758307375962 1838.6968552479193 150 TCGA 1 100 100 1.0 0.001 50 1217 -84 1839.6726760395884 1838.3986313402952 150 TCGA 1 100 100 1.0 0.001 50 1217 -85 1839.410764571372 1838.4374613546247 150 TCGA 1 100 100 1.0 0.001 50 1217 -86 1839.3282091234635 1837.4777562127042 150 TCGA 1 100 100 1.0 0.001 50 1217 -87 1838.5519628753646 1838.4109862054413 150 TCGA 1 100 100 1.0 0.001 50 1217 -88 1838.0644456718846 1836.783103137759 150 TCGA 1 100 100 1.0 0.001 50 1217 -89 1837.7911338529386 1837.9856926232726 150 TCGA 1 100 100 1.0 0.001 50 1217 -90 1837.388576851185 1838.174022578714 150 TCGA 1 100 100 1.0 0.001 50 1217 -91 1836.8299560410621 1835.1436123488536 150 TCGA 1 100 100 1.0 0.001 50 1217 -92 1836.5792637733573 1835.7980981567996 150 TCGA 1 100 100 1.0 0.001 50 1217 -93 1835.787751146826 1835.1825717945194 150 TCGA 1 100 100 1.0 0.001 50 1217 -94 1835.5362395950694 1835.675590476798 150 TCGA 1 100 100 1.0 0.001 50 1217 -95 1835.4533527219703 1835.2342891213882 150 TCGA 1 100 100 1.0 0.001 50 1217 -96 1834.894248576632 1833.3411951112987 150 TCGA 1 100 100 1.0 0.001 50 1217 -97 1834.9502125759318 1835.6025120720792 150 TCGA 1 100 100 1.0 0.001 50 1217 -98 1834.3051705354558 1832.9951214814305 150 TCGA 1 100 100 1.0 0.001 50 1217 -99 1834.0266883118582 1833.0576754622723 150 TCGA 1 100 100 1.0 0.001 50 1217 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 00d5dd5a7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3899.502404699316 4475.170785568467 150 TCGA 1 50 100 0.5 0.001 50 385 -1 2405.216805213769 4170.608526028581 150 TCGA 1 50 100 0.5 0.001 50 385 -2 2127.730445314244 2569.822632449356 150 TCGA 1 50 100 0.5 0.001 50 385 -3 2047.1893657450564 2301.9599204518686 150 TCGA 1 50 100 0.5 0.001 50 385 -4 2012.6501649604709 2072.9577360680355 150 TCGA 1 50 100 0.5 0.001 50 385 -5 1996.5064312755721 2013.0088013308732 150 TCGA 1 50 100 0.5 0.001 50 385 -6 1978.7497887784368 2034.149250279719 150 TCGA 1 50 100 0.5 0.001 50 385 -7 1968.617874630914 2062.816598863458 150 TCGA 1 50 100 0.5 0.001 50 385 -8 1958.168409846353 1974.1315212537295 150 TCGA 1 50 100 0.5 0.001 50 385 -9 1952.4002580358483 1950.455108182514 150 TCGA 1 50 100 0.5 0.001 50 385 -10 1943.0728352092476 1953.215044951319 150 TCGA 1 50 100 0.5 0.001 50 385 -11 1939.2116352042551 1942.233583689934 150 TCGA 1 50 100 0.5 0.001 50 385 -12 1933.3020195844438 1970.878000844064 150 TCGA 1 50 100 0.5 0.001 50 385 -13 1929.5474932815682 1935.872262925958 150 TCGA 1 50 100 0.5 0.001 50 385 -14 1925.3272033888975 1931.2878344358512 150 TCGA 1 50 100 0.5 0.001 50 385 -15 1921.5876346711188 1927.4788572991913 150 TCGA 1 50 100 0.5 0.001 50 385 -16 1916.7226540426789 1932.6568910224953 150 TCGA 1 50 100 0.5 0.001 50 385 -17 1916.0473221869245 1916.339132797778 150 TCGA 1 50 100 0.5 0.001 50 385 -18 1912.4985228252272 1915.0630447157664 150 TCGA 1 50 100 0.5 0.001 50 385 -19 1909.3637951743272 1914.673747767156 150 TCGA 1 50 100 0.5 0.001 50 385 -20 1905.782035029697 1911.6110600610475 150 TCGA 1 50 100 0.5 0.001 50 385 -21 1903.4744181419567 1903.960053563717 150 TCGA 1 50 100 0.5 0.001 50 385 -22 1901.1469267248935 1918.115457045972 150 TCGA 1 50 100 0.5 0.001 50 385 -23 1898.3330248579248 1919.494520331148 150 TCGA 1 50 100 0.5 0.001 50 385 -24 1897.2025164061192 1906.2921921619818 150 TCGA 1 50 100 0.5 0.001 50 385 -25 1894.688252233264 1896.2612274016567 150 TCGA 1 50 100 0.5 0.001 50 385 -26 1893.036889787417 1890.522416157938 150 TCGA 1 50 100 0.5 0.001 50 385 -27 1890.6803357302842 1886.9795878808104 150 TCGA 1 50 100 0.5 0.001 50 385 -28 1888.7003366764347 1888.587755059477 150 TCGA 1 50 100 0.5 0.001 50 385 -29 1886.6668189264112 1887.8016069115106 150 TCGA 1 50 100 0.5 0.001 50 385 -30 1885.2447606233736 1886.9014739223462 150 TCGA 1 50 100 0.5 0.001 50 385 -31 1883.9462632286668 1882.1001700396514 150 TCGA 1 50 100 0.5 0.001 50 385 -32 1882.58609901596 1885.8243426605684 150 TCGA 1 50 100 0.5 0.001 50 385 -33 1880.19025111249 1882.8217423788867 150 TCGA 1 50 100 0.5 0.001 50 385 -34 1879.076214713382 1881.4745468062972 150 TCGA 1 50 100 0.5 0.001 50 385 -35 1877.5665700550337 1878.5227578321294 150 TCGA 1 50 100 0.5 0.001 50 385 -36 1876.2994293338927 1878.1842359993327 150 TCGA 1 50 100 0.5 0.001 50 385 -37 1874.7311300743318 1874.2414471036825 150 TCGA 1 50 100 0.5 0.001 50 385 -38 1873.3203193263453 1874.9127344486103 150 TCGA 1 50 100 0.5 0.001 50 385 -39 1872.8444866866375 1873.4384581599404 150 TCGA 1 50 100 0.5 0.001 50 385 -40 1871.2047273653109 1871.14982934693 150 TCGA 1 50 100 0.5 0.001 50 385 -41 1869.6316618043832 1873.9833567250314 150 TCGA 1 50 100 0.5 0.001 50 385 -42 1869.604115294218 1866.2265293753926 150 TCGA 1 50 100 0.5 0.001 50 385 -43 1867.5289742790944 1869.8736627473304 150 TCGA 1 50 100 0.5 0.001 50 385 -44 1866.6367108336196 1867.0033192083465 150 TCGA 1 50 100 0.5 0.001 50 385 -45 1866.1817565911156 1867.0448188206658 150 TCGA 1 50 100 0.5 0.001 50 385 -46 1864.7381187121323 1866.0719000274812 150 TCGA 1 50 100 0.5 0.001 50 385 -47 1863.8208794817886 1866.1243074503377 150 TCGA 1 50 100 0.5 0.001 50 385 -48 1862.591634364383 1863.7390210328988 150 TCGA 1 50 100 0.5 0.001 50 385 -49 1861.5862490456743 1862.5340453488143 150 TCGA 1 50 100 0.5 0.001 50 385 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index f8cf65d9d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3898.4780315403855 4618.242930963411 150 TCGA 1 50 100 0.0 0.001 50 5821 -1 2404.2236613169193 3977.0498218632224 150 TCGA 1 50 100 0.0 0.001 50 5821 -2 2124.8674238196227 2573.404978996545 150 TCGA 1 50 100 0.0 0.001 50 5821 -3 2049.560097753263 2539.9616956854584 150 TCGA 1 50 100 0.0 0.001 50 5821 -4 2009.6431160573516 2168.8104646769 150 TCGA 1 50 100 0.0 0.001 50 5821 -5 1991.0136250171136 2088.507894084681 150 TCGA 1 50 100 0.0 0.001 50 5821 -6 1976.2829832240318 1999.9481415868404 150 TCGA 1 50 100 0.0 0.001 50 5821 -7 1965.8500761008047 1963.5129204371467 150 TCGA 1 50 100 0.0 0.001 50 5821 -8 1957.436976783123 1960.212561219182 150 TCGA 1 50 100 0.0 0.001 50 5821 -9 1950.791510133076 1954.0358181287295 150 TCGA 1 50 100 0.0 0.001 50 5821 -10 1944.6242107736678 1996.0225823943938 150 TCGA 1 50 100 0.0 0.001 50 5821 -11 1937.9002289046587 1955.621064919323 150 TCGA 1 50 100 0.0 0.001 50 5821 -12 1932.6203264333744 1933.999707399301 150 TCGA 1 50 100 0.0 0.001 50 5821 -13 1927.7809005892293 1927.8557030759266 150 TCGA 1 50 100 0.0 0.001 50 5821 -14 1923.8966779924954 1942.7135561842415 150 TCGA 1 50 100 0.0 0.001 50 5821 -15 1919.7351725378503 1938.6007380653266 150 TCGA 1 50 100 0.0 0.001 50 5821 -16 1917.0547423968958 1924.2766818712705 150 TCGA 1 50 100 0.0 0.001 50 5821 -17 1913.3073951609633 1935.1589674446452 150 TCGA 1 50 100 0.0 0.001 50 5821 -18 1912.142782956232 1916.344211904248 150 TCGA 1 50 100 0.0 0.001 50 5821 -19 1909.02555943057 1908.929069173995 150 TCGA 1 50 100 0.0 0.001 50 5821 -20 1906.1350423031745 1906.5111286412532 150 TCGA 1 50 100 0.0 0.001 50 5821 -21 1903.2236627067143 1904.7970093386857 150 TCGA 1 50 100 0.0 0.001 50 5821 -22 1900.4730870727717 1911.3015664258794 150 TCGA 1 50 100 0.0 0.001 50 5821 -23 1896.9912899241729 1903.589538880928 150 TCGA 1 50 100 0.0 0.001 50 5821 -24 1895.6961958236175 1896.696265752591 150 TCGA 1 50 100 0.0 0.001 50 5821 -25 1894.7573564429144 1904.0815773201948 150 TCGA 1 50 100 0.0 0.001 50 5821 -26 1892.5694515357288 1904.7559329852386 150 TCGA 1 50 100 0.0 0.001 50 5821 -27 1890.1350953197596 1897.7270305384343 150 TCGA 1 50 100 0.0 0.001 50 5821 -28 1888.3155175307086 1891.254684678274 150 TCGA 1 50 100 0.0 0.001 50 5821 -29 1886.2315241084166 1886.0758872487438 150 TCGA 1 50 100 0.0 0.001 50 5821 -30 1886.0284101722734 1889.8759403707993 150 TCGA 1 50 100 0.0 0.001 50 5821 -31 1883.1404181113267 1886.5951584092336 150 TCGA 1 50 100 0.0 0.001 50 5821 -32 1880.8809655035484 1883.633769433103 150 TCGA 1 50 100 0.0 0.001 50 5821 -33 1879.8186432474065 1887.6465285411432 150 TCGA 1 50 100 0.0 0.001 50 5821 -34 1878.5550261739243 1882.5229222283292 150 TCGA 1 50 100 0.0 0.001 50 5821 -35 1876.2816883848905 1878.9390421345006 150 TCGA 1 50 100 0.0 0.001 50 5821 -36 1875.7119280967026 1878.9500039258794 150 TCGA 1 50 100 0.0 0.001 50 5821 -37 1874.8765285154288 1879.0906160440877 150 TCGA 1 50 100 0.0 0.001 50 5821 -38 1873.262912079617 1877.149864925212 150 TCGA 1 50 100 0.0 0.001 50 5821 -39 1871.8625472611996 1875.0356028187814 150 TCGA 1 50 100 0.0 0.001 50 5821 -40 1870.8127101042771 1872.335900081462 150 TCGA 1 50 100 0.0 0.001 50 5821 -41 1869.4108618297591 1872.1168893785332 150 TCGA 1 50 100 0.0 0.001 50 5821 -42 1868.3605866285823 1871.0134694468436 150 TCGA 1 50 100 0.0 0.001 50 5821 -43 1868.1507168452727 1870.2617813187028 150 TCGA 1 50 100 0.0 0.001 50 5821 -44 1867.034445778708 1870.2209466522063 150 TCGA 1 50 100 0.0 0.001 50 5821 -45 1865.538328374945 1865.9661564659234 150 TCGA 1 50 100 0.0 0.001 50 5821 -46 1863.8287275986875 1866.029828095556 150 TCGA 1 50 100 0.0 0.001 50 5821 -47 1863.7903033960263 1866.9109009402482 150 TCGA 1 50 100 0.0 0.001 50 5821 -48 1862.191800256834 1864.912554716944 150 TCGA 1 50 100 0.0 0.001 50 5821 -49 1861.343204178519 1865.291214986063 150 TCGA 1 50 100 0.0 0.001 50 5821 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index fd89f15dc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3912.151283636305 4891.698713293028 150 TCGA 1 50 100 1.0 0.001 50 9708 -1 2406.502009616072 3151.551997045776 150 TCGA 1 50 100 1.0 0.001 50 9708 -2 2127.667000185633 2602.156540760443 150 TCGA 1 50 100 1.0 0.001 50 9708 -3 2045.2403670186536 2332.896870828753 150 TCGA 1 50 100 1.0 0.001 50 9708 -4 2014.3835557677248 2114.9614036981784 150 TCGA 1 50 100 1.0 0.001 50 9708 -5 1989.9128755470886 2122.193737240892 150 TCGA 1 50 100 1.0 0.001 50 9708 -6 1975.0760656646992 2073.7032078115185 150 TCGA 1 50 100 1.0 0.001 50 9708 -7 1966.1250844777248 1985.384298813403 150 TCGA 1 50 100 1.0 0.001 50 9708 -8 1956.2010727771785 1993.0067206147928 150 TCGA 1 50 100 1.0 0.001 50 9708 -9 1952.2115023834708 1970.3956280425566 150 TCGA 1 50 100 1.0 0.001 50 9708 -10 1944.0934306333236 1967.8413435586133 150 TCGA 1 50 100 1.0 0.001 50 9708 -11 1937.0997145497674 1958.648521538356 150 TCGA 1 50 100 1.0 0.001 50 9708 -12 1933.8641478688287 1954.1846334946215 150 TCGA 1 50 100 1.0 0.001 50 9708 -13 1930.108149895858 1922.5737924240343 150 TCGA 1 50 100 1.0 0.001 50 9708 -14 1925.1987649274865 1921.6853235906092 150 TCGA 1 50 100 1.0 0.001 50 9708 -15 1922.7517895107223 1931.8694528550957 150 TCGA 1 50 100 1.0 0.001 50 9708 -16 1916.1070957773563 1920.8025521896593 150 TCGA 1 50 100 1.0 0.001 50 9708 -17 1914.1947062633203 1915.6631521867148 150 TCGA 1 50 100 1.0 0.001 50 9708 -18 1912.2967670592682 1913.451874239361 150 TCGA 1 50 100 1.0 0.001 50 9708 -19 1907.8257044406723 1908.15798413454 150 TCGA 1 50 100 1.0 0.001 50 9708 -20 1905.6944438782318 1905.6429449493562 150 TCGA 1 50 100 1.0 0.001 50 9708 -21 1904.2873956863602 1905.0592169833542 150 TCGA 1 50 100 1.0 0.001 50 9708 -22 1900.2394248876392 1896.018793307357 150 TCGA 1 50 100 1.0 0.001 50 9708 -23 1898.2496309140947 1895.6289675918656 150 TCGA 1 50 100 1.0 0.001 50 9708 -24 1896.9762803989006 1893.8442977828597 150 TCGA 1 50 100 1.0 0.001 50 9708 -25 1896.1688089218505 1898.4268903109296 150 TCGA 1 50 100 1.0 0.001 50 9708 -26 1892.4217573715807 1897.340782893962 150 TCGA 1 50 100 1.0 0.001 50 9708 -27 1889.6958279503763 1893.04237557416 150 TCGA 1 50 100 1.0 0.001 50 9708 -28 1887.167852525001 1883.8914843995367 150 TCGA 1 50 100 1.0 0.001 50 9708 -29 1886.58061740627 1887.4081172463882 150 TCGA 1 50 100 1.0 0.001 50 9708 -30 1884.3380553974398 1885.8498884804883 150 TCGA 1 50 100 1.0 0.001 50 9708 -31 1883.1705202361757 1883.01735913454 150 TCGA 1 50 100 1.0 0.001 50 9708 -32 1881.017125092762 1884.03564453125 150 TCGA 1 50 100 1.0 0.001 50 9708 -33 1880.9984250218224 1881.6310016881282 150 TCGA 1 50 100 1.0 0.001 50 9708 -34 1879.7692185734143 1878.8571642391646 150 TCGA 1 50 100 1.0 0.001 50 9708 -35 1877.7928150822934 1878.8054512062265 150 TCGA 1 50 100 1.0 0.001 50 9708 -36 1876.193609129306 1881.1141817485866 150 TCGA 1 50 100 1.0 0.001 50 9708 -37 1875.0051233968852 1876.338723034116 150 TCGA 1 50 100 1.0 0.001 50 9708 -38 1873.8523565088615 1874.2133445548052 150 TCGA 1 50 100 1.0 0.001 50 9708 -39 1872.4487342702475 1875.2434658644786 150 TCGA 1 50 100 1.0 0.001 50 9708 -40 1870.859648121935 1871.044114616049 150 TCGA 1 50 100 1.0 0.001 50 9708 -41 1869.7139378626548 1868.3297474923445 150 TCGA 1 50 100 1.0 0.001 50 9708 -42 1869.3969821804321 1866.7135991235475 150 TCGA 1 50 100 1.0 0.001 50 9708 -43 1867.8581640799405 1869.847488786707 150 TCGA 1 50 100 1.0 0.001 50 9708 -44 1867.4878710697692 1873.15603100954 150 TCGA 1 50 100 1.0 0.001 50 9708 -45 1865.7331927478654 1866.4398960132694 150 TCGA 1 50 100 1.0 0.001 50 9708 -46 1864.879802027269 1865.848661643177 150 TCGA 1 50 100 1.0 0.001 50 9708 -47 1863.8888333500836 1864.0370780906485 150 TCGA 1 50 100 1.0 0.001 50 9708 -48 1862.819018573763 1861.490856381517 150 TCGA 1 50 100 1.0 0.001 50 9708 -49 1861.7129189795396 1862.6322426340687 150 TCGA 1 50 100 1.0 0.001 50 9708 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index e685cac99..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2909.301544083856 2818.946853407663 50 TCGA 1 100 100 0.5 0.001 50 7523 -1 2055.87001596411 2060.2248706913474 50 TCGA 1 100 100 0.5 0.001 50 7523 -2 1988.4521154094346 1974.7698496142823 50 TCGA 1 100 100 0.5 0.001 50 7523 -3 1960.0642126632436 1959.855220928863 50 TCGA 1 100 100 0.5 0.001 50 7523 -4 1941.7020431673543 1943.5232712635443 50 TCGA 1 100 100 0.5 0.001 50 7523 -5 1925.8452775343972 1964.0545494808025 50 TCGA 1 100 100 0.5 0.001 50 7523 -6 1915.12706426771 1903.4064223706423 50 TCGA 1 100 100 0.5 0.001 50 7523 -7 1908.1100391992993 1902.27238794068 50 TCGA 1 100 100 0.5 0.001 50 7523 -8 1901.669264474795 1901.6433436714824 50 TCGA 1 100 100 0.5 0.001 50 7523 -9 1894.765849083978 1896.498091654562 50 TCGA 1 100 100 0.5 0.001 50 7523 -10 1890.5542667191773 1883.177219716748 50 TCGA 1 100 100 0.5 0.001 50 7523 -11 1885.709403643399 1881.7096947138034 50 TCGA 1 100 100 0.5 0.001 50 7523 -12 1882.216964563284 1879.8553123282427 50 TCGA 1 100 100 0.5 0.001 50 7523 -13 1878.6638871405937 1873.9362124342415 50 TCGA 1 100 100 0.5 0.001 50 7523 -14 1874.5088044183703 1872.680894094496 50 TCGA 1 100 100 0.5 0.001 50 7523 -15 1872.4894499856987 1867.5581422738694 50 TCGA 1 100 100 0.5 0.001 50 7523 -16 1868.9892232583854 1865.7924951907978 50 TCGA 1 100 100 0.5 0.001 50 7523 -17 1865.9671435606826 1862.2299473441426 50 TCGA 1 100 100 0.5 0.001 50 7523 -18 1863.7304759987337 1861.9586776656722 50 TCGA 1 100 100 0.5 0.001 50 7523 -19 1861.09387679834 1858.1554574630968 50 TCGA 1 100 100 0.5 0.001 50 7523 -20 1859.4653293606639 1855.6517652962077 50 TCGA 1 100 100 0.5 0.001 50 7523 -21 1856.8412598146765 1853.9498321686558 50 TCGA 1 100 100 0.5 0.001 50 7523 -22 1855.6669498941358 1851.677032010639 50 TCGA 1 100 100 0.5 0.001 50 7523 -23 1853.3418653428334 1850.0211764388348 50 TCGA 1 100 100 0.5 0.001 50 7523 -24 1851.9780755233041 1851.4198752551822 50 TCGA 1 100 100 0.5 0.001 50 7523 -25 1850.2008047784088 1851.0075794009108 50 TCGA 1 100 100 0.5 0.001 50 7523 -26 1848.8478941501737 1848.1866645237908 50 TCGA 1 100 100 0.5 0.001 50 7523 -27 1847.1046653123344 1845.2080973716238 50 TCGA 1 100 100 0.5 0.001 50 7523 -28 1846.2965878438624 1842.902497104664 50 TCGA 1 100 100 0.5 0.001 50 7523 -29 1844.7843932526387 1841.1312219054255 50 TCGA 1 100 100 0.5 0.001 50 7523 -30 1843.195578468579 1840.6723056198964 50 TCGA 1 100 100 0.5 0.001 50 7523 -31 1842.0592270468026 1839.452246584485 50 TCGA 1 100 100 0.5 0.001 50 7523 -32 1841.2563579434568 1839.366399870446 50 TCGA 1 100 100 0.5 0.001 50 7523 -33 1840.1784947154006 1837.8755250863694 50 TCGA 1 100 100 0.5 0.001 50 7523 -34 1839.077156898898 1836.902678676586 50 TCGA 1 100 100 0.5 0.001 50 7523 -35 1838.2123380589264 1836.4324073983198 50 TCGA 1 100 100 0.5 0.001 50 7523 -36 1837.3529348270158 1835.1799040367855 50 TCGA 1 100 100 0.5 0.001 50 7523 -37 1836.6702777714797 1834.3510447746546 50 TCGA 1 100 100 0.5 0.001 50 7523 -38 1835.9006997044696 1834.447805433417 50 TCGA 1 100 100 0.5 0.001 50 7523 -39 1835.0036051959141 1832.8109118591 50 TCGA 1 100 100 0.5 0.001 50 7523 -40 1834.4139794801972 1832.336536196608 50 TCGA 1 100 100 0.5 0.001 50 7523 -41 1833.6673088154632 1831.5119579832758 50 TCGA 1 100 100 0.5 0.001 50 7523 -42 1833.0134253635485 1831.5908546639448 50 TCGA 1 100 100 0.5 0.001 50 7523 -43 1832.2854775651144 1832.5438655680748 50 TCGA 1 100 100 0.5 0.001 50 7523 -44 1831.954367313072 1831.0688231195038 50 TCGA 1 100 100 0.5 0.001 50 7523 -45 1831.1792678500888 1828.632992231666 50 TCGA 1 100 100 0.5 0.001 50 7523 -46 1830.8579913366186 1829.1384608589824 50 TCGA 1 100 100 0.5 0.001 50 7523 -47 1830.3737099842642 1828.251894236809 50 TCGA 1 100 100 0.5 0.001 50 7523 -48 1829.9885538405426 1827.2121907143137 50 TCGA 1 100 100 0.5 0.001 50 7523 -49 1829.5296067311197 1828.607610807946 50 TCGA 1 100 100 0.5 0.001 50 7523 -50 1829.132482083092 1827.8672439345164 50 TCGA 1 100 100 0.5 0.001 50 7523 -51 1829.0585237152409 1828.0224995828753 50 TCGA 1 100 100 0.5 0.001 50 7523 -52 1828.2720433586555 1826.7599226601758 50 TCGA 1 100 100 0.5 0.001 50 7523 -53 1828.0082761192045 1825.9902846753298 50 TCGA 1 100 100 0.5 0.001 50 7523 -54 1827.524265122821 1825.5617332266802 50 TCGA 1 100 100 0.5 0.001 50 7523 -55 1827.4944275903813 1825.7397375058888 50 TCGA 1 100 100 0.5 0.001 50 7523 -56 1826.8610597174672 1824.8062946568782 50 TCGA 1 100 100 0.5 0.001 50 7523 -57 1826.8089657244984 1825.3632432180434 50 TCGA 1 100 100 0.5 0.001 50 7523 -58 1826.7473016997137 1825.6741029365578 50 TCGA 1 100 100 0.5 0.001 50 7523 -59 1826.1155464929427 1824.1787115509187 50 TCGA 1 100 100 0.5 0.001 50 7523 -60 1825.9949412285744 1824.104695229075 50 TCGA 1 100 100 0.5 0.001 50 7523 -61 1825.8954458848775 1823.935446887759 50 TCGA 1 100 100 0.5 0.001 50 7523 -62 1825.509204270518 1824.3404117756752 50 TCGA 1 100 100 0.5 0.001 50 7523 -63 1825.339800066841 1824.0180314413867 50 TCGA 1 100 100 0.5 0.001 50 7523 -64 1825.3562094288914 1823.2398289052685 50 TCGA 1 100 100 0.5 0.001 50 7523 -65 1825.230906998636 1822.922044303549 50 TCGA 1 100 100 0.5 0.001 50 7523 -66 1824.747456784466 1824.7925485582207 50 TCGA 1 100 100 0.5 0.001 50 7523 -67 1824.7444779091295 1825.0136571529522 50 TCGA 1 100 100 0.5 0.001 50 7523 -68 1824.508575892499 1822.799267946176 50 TCGA 1 100 100 0.5 0.001 50 7523 -69 1824.3652980466788 1823.1651807622095 50 TCGA 1 100 100 0.5 0.001 50 7523 -70 1824.1588722430831 1822.9312615322708 50 TCGA 1 100 100 0.5 0.001 50 7523 -71 1824.0670912962219 1822.6344264044833 50 TCGA 1 100 100 0.5 0.001 50 7523 -72 1824.0662224291957 1822.1473910077732 50 TCGA 1 100 100 0.5 0.001 50 7523 -73 1823.9234350991976 1822.617134132577 50 TCGA 1 100 100 0.5 0.001 50 7523 -74 1823.8834637415064 1821.963158075534 50 TCGA 1 100 100 0.5 0.001 50 7523 -75 1823.5421747138876 1822.2466127021828 50 TCGA 1 100 100 0.5 0.001 50 7523 -76 1823.4833444807596 1822.0332982048917 50 TCGA 1 100 100 0.5 0.001 50 7523 -77 1823.650383839531 1821.284489463921 50 TCGA 1 100 100 0.5 0.001 50 7523 -78 1823.388566277844 1822.2582032476837 50 TCGA 1 100 100 0.5 0.001 50 7523 -79 1823.0513599496664 1821.4279012248744 50 TCGA 1 100 100 0.5 0.001 50 7523 -80 1822.9761206814987 1821.668054015193 50 TCGA 1 100 100 0.5 0.001 50 7523 -81 1823.1281758991918 1821.250449022456 50 TCGA 1 100 100 0.5 0.001 50 7523 -82 1822.9493256279475 1821.3565876256282 50 TCGA 1 100 100 0.5 0.001 50 7523 -83 1822.9737098234841 1822.3898754024026 50 TCGA 1 100 100 0.5 0.001 50 7523 -84 1822.6346996642474 1821.7052750323885 50 TCGA 1 100 100 0.5 0.001 50 7523 -85 1822.5837772138177 1821.067577266214 50 TCGA 1 100 100 0.5 0.001 50 7523 -86 1822.5830180860814 1820.4162376825534 50 TCGA 1 100 100 0.5 0.001 50 7523 -87 1822.7333978379806 1821.1043057082286 50 TCGA 1 100 100 0.5 0.001 50 7523 -88 1822.455166826611 1820.665254372448 50 TCGA 1 100 100 0.5 0.001 50 7523 -89 1822.389303604877 1820.8454706393295 50 TCGA 1 100 100 0.5 0.001 50 7523 -90 1822.1480951063309 1820.5956522112515 50 TCGA 1 100 100 0.5 0.001 50 7523 -91 1822.2743447226383 1820.1647176311244 50 TCGA 1 100 100 0.5 0.001 50 7523 -92 1822.0683182125472 1821.3208780720006 50 TCGA 1 100 100 0.5 0.001 50 7523 -93 1822.145046346115 1820.9887382468985 50 TCGA 1 100 100 0.5 0.001 50 7523 -94 1822.216043592577 1820.047643000157 50 TCGA 1 100 100 0.5 0.001 50 7523 -95 1821.811234401052 1819.9609031485552 50 TCGA 1 100 100 0.5 0.001 50 7523 -96 1821.960213171636 1820.8706030150754 50 TCGA 1 100 100 0.5 0.001 50 7523 -97 1822.138552202765 1820.5195870710977 50 TCGA 1 100 100 0.5 0.001 50 7523 -98 1821.6757787429192 1820.545508303235 50 TCGA 1 100 100 0.5 0.001 50 7523 -99 1821.7618589148963 1820.3482377708856 50 TCGA 1 100 100 0.5 0.001 50 7523 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index b0d5c2fab..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2914.096571556012 2789.6412298307946 50 TCGA 1 100 100 0.0 0.001 50 4426 -1 2049.5423116495544 2033.8360699984296 50 TCGA 1 100 100 0.0 0.001 50 4426 -2 1989.8413461318357 1988.5766846929962 50 TCGA 1 100 100 0.0 0.001 50 4426 -3 1959.0072287725463 1966.1855082296247 50 TCGA 1 100 100 0.0 0.001 50 4426 -4 1938.6460802444644 1945.650729232098 50 TCGA 1 100 100 0.0 0.001 50 4426 -5 1925.9653681931663 1919.0838070970085 50 TCGA 1 100 100 0.0 0.001 50 4426 -6 1916.3054697364819 1915.1725374921482 50 TCGA 1 100 100 0.0 0.001 50 4426 -7 1908.8004926631913 1906.6949616245288 50 TCGA 1 100 100 0.0 0.001 50 4426 -8 1900.376072853481 1898.5478828468515 50 TCGA 1 100 100 0.0 0.001 50 4426 -9 1893.404634145504 1890.855734360278 50 TCGA 1 100 100 0.0 0.001 50 4426 -10 1889.0563385490063 1889.558855679766 50 TCGA 1 100 100 0.0 0.001 50 4426 -11 1884.797335907742 1886.155610204342 50 TCGA 1 100 100 0.0 0.001 50 4426 -12 1880.6716248233054 1878.5543942858826 50 TCGA 1 100 100 0.0 0.001 50 4426 -13 1877.0851417879585 1878.7490105557083 50 TCGA 1 100 100 0.0 0.001 50 4426 -14 1873.4908019699333 1875.9496800408292 50 TCGA 1 100 100 0.0 0.001 50 4426 -15 1872.6025983876636 1872.631816308103 50 TCGA 1 100 100 0.0 0.001 50 4426 -16 1868.0482670975284 1868.1060343220006 50 TCGA 1 100 100 0.0 0.001 50 4426 -17 1866.0908338698123 1868.6534552646042 50 TCGA 1 100 100 0.0 0.001 50 4426 -18 1863.0243685671576 1865.4417620328204 50 TCGA 1 100 100 0.0 0.001 50 4426 -19 1861.2520342372413 1862.7660237221262 50 TCGA 1 100 100 0.0 0.001 50 4426 -20 1858.8990640113338 1858.108459165947 50 TCGA 1 100 100 0.0 0.001 50 4426 -21 1857.1982119117733 1858.2513035146435 50 TCGA 1 100 100 0.0 0.001 50 4426 -22 1854.9270850274297 1855.950220462665 50 TCGA 1 100 100 0.0 0.001 50 4426 -23 1852.8406566573462 1853.1589011954302 50 TCGA 1 100 100 0.0 0.001 50 4426 -24 1851.4667345249889 1852.4100127100346 50 TCGA 1 100 100 0.0 0.001 50 4426 -25 1849.671273559475 1851.2932398810458 50 TCGA 1 100 100 0.0 0.001 50 4426 -26 1848.2977024865663 1851.117449429766 50 TCGA 1 100 100 0.0 0.001 50 4426 -27 1846.65088556909 1848.368295947511 50 TCGA 1 100 100 0.0 0.001 50 4426 -28 1845.3282776594242 1844.876659297464 50 TCGA 1 100 100 0.0 0.001 50 4426 -29 1844.0006447012954 1844.762429702222 50 TCGA 1 100 100 0.0 0.001 50 4426 -30 1843.1361308395365 1843.655596095713 50 TCGA 1 100 100 0.0 0.001 50 4426 -31 1841.7475414938235 1842.576148565091 50 TCGA 1 100 100 0.0 0.001 50 4426 -32 1840.4545774854764 1841.342125053981 50 TCGA 1 100 100 0.0 0.001 50 4426 -33 1839.60189685466 1839.91981698041 50 TCGA 1 100 100 0.0 0.001 50 4426 -34 1838.3740983501664 1840.30209089883 50 TCGA 1 100 100 0.0 0.001 50 4426 -35 1837.8058967850068 1838.5015562431297 50 TCGA 1 100 100 0.0 0.001 50 4426 -36 1837.0782985199721 1839.405104133951 50 TCGA 1 100 100 0.0 0.001 50 4426 -37 1836.2790690576514 1837.6003411834563 50 TCGA 1 100 100 0.0 0.001 50 4426 -38 1835.535607047666 1836.127826019747 50 TCGA 1 100 100 0.0 0.001 50 4426 -39 1834.6994955644288 1835.209905729821 50 TCGA 1 100 100 0.0 0.001 50 4426 -40 1834.0671532510953 1834.9471386473383 50 TCGA 1 100 100 0.0 0.001 50 4426 -41 1833.2203375953345 1834.272076324003 50 TCGA 1 100 100 0.0 0.001 50 4426 -42 1832.6333490698075 1833.0897621653187 50 TCGA 1 100 100 0.0 0.001 50 4426 -43 1831.9780704273896 1832.6128487898477 50 TCGA 1 100 100 0.0 0.001 50 4426 -44 1831.6617807566502 1832.9871286363457 50 TCGA 1 100 100 0.0 0.001 50 4426 -45 1831.1965542680546 1832.0804909557553 50 TCGA 1 100 100 0.0 0.001 50 4426 -46 1830.7571125611728 1831.0535250716473 50 TCGA 1 100 100 0.0 0.001 50 4426 -47 1830.184134271185 1830.7408355252826 50 TCGA 1 100 100 0.0 0.001 50 4426 -48 1829.5832199742185 1830.8056511807083 50 TCGA 1 100 100 0.0 0.001 50 4426 -49 1828.9631622481365 1831.414520723736 50 TCGA 1 100 100 0.0 0.001 50 4426 -50 1828.8608377999342 1830.5418486475346 50 TCGA 1 100 100 0.0 0.001 50 4426 -51 1828.4565723043213 1830.254006237241 50 TCGA 1 100 100 0.0 0.001 50 4426 -52 1828.1161454127614 1830.4846964313756 50 TCGA 1 100 100 0.0 0.001 50 4426 -53 1827.759530109278 1829.2791502679413 50 TCGA 1 100 100 0.0 0.001 50 4426 -54 1827.4265278150813 1828.793596277285 50 TCGA 1 100 100 0.0 0.001 50 4426 -55 1827.078378378673 1827.49073185753 50 TCGA 1 100 100 0.0 0.001 50 4426 -56 1826.6626522397607 1827.087307877277 50 TCGA 1 100 100 0.0 0.001 50 4426 -57 1826.6111013431848 1826.922805556101 50 TCGA 1 100 100 0.0 0.001 50 4426 -58 1826.1332488547 1828.0376381418812 50 TCGA 1 100 100 0.0 0.001 50 4426 -59 1825.8967323171225 1828.63435034057 50 TCGA 1 100 100 0.0 0.001 50 4426 -60 1825.8111917670517 1827.2085543685223 50 TCGA 1 100 100 0.0 0.001 50 4426 -61 1825.5983188278722 1826.710019825691 50 TCGA 1 100 100 0.0 0.001 50 4426 -62 1825.1681819881283 1826.404590702536 50 TCGA 1 100 100 0.0 0.001 50 4426 -63 1825.0434216051074 1825.8776487417556 50 TCGA 1 100 100 0.0 0.001 50 4426 -64 1824.9170542922532 1827.1438693712705 50 TCGA 1 100 100 0.0 0.001 50 4426 -65 1824.6277702971088 1826.724268927646 50 TCGA 1 100 100 0.0 0.001 50 4426 -66 1824.6248404597288 1826.240738605135 50 TCGA 1 100 100 0.0 0.001 50 4426 -67 1824.4264295211606 1826.2293345389055 50 TCGA 1 100 100 0.0 0.001 50 4426 -68 1824.3757125968605 1826.425891665358 50 TCGA 1 100 100 0.0 0.001 50 4426 -69 1824.1927245112718 1825.5022745563756 50 TCGA 1 100 100 0.0 0.001 50 4426 -70 1823.9996148224507 1825.7281119955244 50 TCGA 1 100 100 0.0 0.001 50 4426 -71 1823.6248229919154 1824.251939016371 50 TCGA 1 100 100 0.0 0.001 50 4426 -72 1823.7801361748225 1825.139044220124 50 TCGA 1 100 100 0.0 0.001 50 4426 -73 1823.622032515531 1824.8319239017353 50 TCGA 1 100 100 0.0 0.001 50 4426 -74 1823.513330421486 1825.087373513073 50 TCGA 1 100 100 0.0 0.001 50 4426 -75 1823.228804007427 1825.107851268059 50 TCGA 1 100 100 0.0 0.001 50 4426 -76 1823.2521403521641 1824.2111288866206 50 TCGA 1 100 100 0.0 0.001 50 4426 -77 1823.179352804704 1824.5255237368483 50 TCGA 1 100 100 0.0 0.001 50 4426 -78 1822.8770262118576 1824.3788387739478 50 TCGA 1 100 100 0.0 0.001 50 4426 -79 1822.8355653892472 1824.4042870603016 50 TCGA 1 100 100 0.0 0.001 50 4426 -80 1822.8449282871318 1823.4360394501805 50 TCGA 1 100 100 0.0 0.001 50 4426 -81 1822.7817442764433 1824.117784356352 50 TCGA 1 100 100 0.0 0.001 50 4426 -82 1822.5966942122186 1824.544667306258 50 TCGA 1 100 100 0.0 0.001 50 4426 -83 1822.3735952580637 1825.63011100424 50 TCGA 1 100 100 0.0 0.001 50 4426 -84 1822.5492705975223 1823.608694105292 50 TCGA 1 100 100 0.0 0.001 50 4426 -85 1822.3569048168217 1823.1390828654994 50 TCGA 1 100 100 0.0 0.001 50 4426 -86 1822.1211490147825 1824.4314983118718 50 TCGA 1 100 100 0.0 0.001 50 4426 -87 1822.1142428517674 1823.3842153884657 50 TCGA 1 100 100 0.0 0.001 50 4426 -88 1822.1254608668658 1824.2739920304648 50 TCGA 1 100 100 0.0 0.001 50 4426 -89 1822.0527609854832 1824.6650856823178 50 TCGA 1 100 100 0.0 0.001 50 4426 -90 1822.0283015093935 1822.9621747654287 50 TCGA 1 100 100 0.0 0.001 50 4426 -91 1821.8031183398853 1823.709346292007 50 TCGA 1 100 100 0.0 0.001 50 4426 -92 1821.7721674864094 1823.8439965942996 50 TCGA 1 100 100 0.0 0.001 50 4426 -93 1821.8583120930898 1823.2510084602702 50 TCGA 1 100 100 0.0 0.001 50 4426 -94 1821.7618982787908 1822.5058072344143 50 TCGA 1 100 100 0.0 0.001 50 4426 -95 1821.6405205746316 1822.9628752895337 50 TCGA 1 100 100 0.0 0.001 50 4426 -96 1821.901730904982 1822.4351003062186 50 TCGA 1 100 100 0.0 0.001 50 4426 -97 1821.6602631824492 1822.5738832099953 50 TCGA 1 100 100 0.0 0.001 50 4426 -98 1821.4120835684175 1822.6002105252826 50 TCGA 1 100 100 0.0 0.001 50 4426 -99 1821.6281776296225 1822.4599210652873 50 TCGA 1 100 100 0.0 0.001 50 4426 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index bad031afb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2896.69272197694 2567.493905072236 50 TCGA 1 100 100 1.0 0.001 50 518 -1 2045.2058915092366 2080.694165407114 50 TCGA 1 100 100 1.0 0.001 50 518 -2 1987.1962653814862 1972.1063532997016 50 TCGA 1 100 100 1.0 0.001 50 518 -3 1959.881634389999 1967.644046649262 50 TCGA 1 100 100 1.0 0.001 50 518 -4 1941.5711319203062 1933.8806673749607 50 TCGA 1 100 100 1.0 0.001 50 518 -5 1927.5808203980678 1919.0460744886543 50 TCGA 1 100 100 1.0 0.001 50 518 -6 1917.2137279763847 1904.7776302165123 50 TCGA 1 100 100 1.0 0.001 50 518 -7 1908.5075767253948 1899.2410213911353 50 TCGA 1 100 100 1.0 0.001 50 518 -8 1901.175188897643 1900.5076867491755 50 TCGA 1 100 100 1.0 0.001 50 518 -9 1895.856772323048 1887.5101226346576 50 TCGA 1 100 100 1.0 0.001 50 518 -10 1890.3177709331442 1880.5669313363694 50 TCGA 1 100 100 1.0 0.001 50 518 -11 1885.3076683782763 1876.6105914091945 50 TCGA 1 100 100 1.0 0.001 50 518 -12 1881.562441315232 1873.848729119229 50 TCGA 1 100 100 1.0 0.001 50 518 -13 1877.6599743640081 1869.1663480979114 50 TCGA 1 100 100 1.0 0.001 50 518 -14 1874.7908054525956 1867.1424118885443 50 TCGA 1 100 100 1.0 0.001 50 518 -15 1872.3569483364756 1865.536528467533 50 TCGA 1 100 100 1.0 0.001 50 518 -16 1868.4331169141192 1862.458899109807 50 TCGA 1 100 100 1.0 0.001 50 518 -17 1866.1317742006336 1859.3590253513662 50 TCGA 1 100 100 1.0 0.001 50 518 -18 1863.3700265238256 1859.0050196048603 50 TCGA 1 100 100 1.0 0.001 50 518 -19 1860.6500088810615 1854.7617359257224 50 TCGA 1 100 100 1.0 0.001 50 518 -20 1858.8262132145835 1857.1913430678785 50 TCGA 1 100 100 1.0 0.001 50 518 -21 1857.591637184849 1852.634266915633 50 TCGA 1 100 100 1.0 0.001 50 518 -22 1855.5772626050575 1851.5456162649184 50 TCGA 1 100 100 1.0 0.001 50 518 -23 1853.5386068925538 1847.5854903178 50 TCGA 1 100 100 1.0 0.001 50 518 -24 1851.7261331760267 1846.867477647024 50 TCGA 1 100 100 1.0 0.001 50 518 -25 1850.3898653817478 1846.0209482470948 50 TCGA 1 100 100 1.0 0.001 50 518 -26 1849.0317230343833 1846.969999533802 50 TCGA 1 100 100 1.0 0.001 50 518 -27 1847.0676770402406 1842.82838508951 50 TCGA 1 100 100 1.0 0.001 50 518 -28 1846.1707333107986 1840.7577671070194 50 TCGA 1 100 100 1.0 0.001 50 518 -29 1844.7664003420093 1839.2087077231863 50 TCGA 1 100 100 1.0 0.001 50 518 -30 1843.498750996837 1838.436371923092 50 TCGA 1 100 100 1.0 0.001 50 518 -31 1842.431640992887 1836.6818522544363 50 TCGA 1 100 100 1.0 0.001 50 518 -32 1841.4822038952188 1837.4769219633322 50 TCGA 1 100 100 1.0 0.001 50 518 -33 1840.3437460213718 1834.6054957404208 50 TCGA 1 100 100 1.0 0.001 50 518 -34 1839.4163892345512 1835.6983538296954 50 TCGA 1 100 100 1.0 0.001 50 518 -35 1838.5759092855299 1834.375436754083 50 TCGA 1 100 100 1.0 0.001 50 518 -36 1837.3276459431725 1832.699662251688 50 TCGA 1 100 100 1.0 0.001 50 518 -37 1836.7735723100984 1832.508805011385 50 TCGA 1 100 100 1.0 0.001 50 518 -38 1835.926585968457 1830.7836840452262 50 TCGA 1 100 100 1.0 0.001 50 518 -39 1835.1280876880965 1830.4699142686086 50 TCGA 1 100 100 1.0 0.001 50 518 -40 1834.3953402059688 1831.1443190071452 50 TCGA 1 100 100 1.0 0.001 50 518 -41 1833.7296652578325 1829.061024728133 50 TCGA 1 100 100 1.0 0.001 50 518 -42 1833.2349436304667 1828.467734178706 50 TCGA 1 100 100 1.0 0.001 50 518 -43 1832.4276648307568 1827.7354435752984 50 TCGA 1 100 100 1.0 0.001 50 518 -44 1832.1337124602792 1826.8878370122095 50 TCGA 1 100 100 1.0 0.001 50 518 -45 1831.60504123821 1828.277628989675 50 TCGA 1 100 100 1.0 0.001 50 518 -46 1830.8406314366575 1827.006256870289 50 TCGA 1 100 100 1.0 0.001 50 518 -47 1830.4883410111777 1826.4989019806062 50 TCGA 1 100 100 1.0 0.001 50 518 -48 1830.1253833517403 1825.8819236563677 50 TCGA 1 100 100 1.0 0.001 50 518 -49 1829.606001422932 1825.9082374764448 50 TCGA 1 100 100 1.0 0.001 50 518 -50 1829.6227523202488 1824.9183263730763 50 TCGA 1 100 100 1.0 0.001 50 518 -51 1828.8233180266964 1825.0895812068154 50 TCGA 1 100 100 1.0 0.001 50 518 -52 1828.3881047297061 1825.6785581962547 50 TCGA 1 100 100 1.0 0.001 50 518 -53 1828.2515804283532 1824.162162742423 50 TCGA 1 100 100 1.0 0.001 50 518 -54 1827.8539692976337 1825.7991084573257 50 TCGA 1 100 100 1.0 0.001 50 518 -55 1827.466228517042 1822.8141157447394 50 TCGA 1 100 100 1.0 0.001 50 518 -56 1827.1731651383648 1822.861201760757 50 TCGA 1 100 100 1.0 0.001 50 518 -57 1827.1088990361472 1825.3559312676664 50 TCGA 1 100 100 1.0 0.001 50 518 -58 1826.773348961894 1822.6082886355607 50 TCGA 1 100 100 1.0 0.001 50 518 -59 1826.4994292984663 1822.5802032624058 50 TCGA 1 100 100 1.0 0.001 50 518 -60 1826.4866725897361 1823.9846399968592 50 TCGA 1 100 100 1.0 0.001 50 518 -61 1826.1604030339602 1822.160453758048 50 TCGA 1 100 100 1.0 0.001 50 518 -62 1825.6627168788457 1823.0283669323178 50 TCGA 1 100 100 1.0 0.001 50 518 -63 1825.6271742522576 1821.3320993394707 50 TCGA 1 100 100 1.0 0.001 50 518 -64 1825.3455422494358 1821.1481356980214 50 TCGA 1 100 100 1.0 0.001 50 518 -65 1825.1066911154287 1820.946096449042 50 TCGA 1 100 100 1.0 0.001 50 518 -66 1825.1191728900408 1820.8581162649184 50 TCGA 1 100 100 1.0 0.001 50 518 -67 1824.6878053188484 1820.9309658644786 50 TCGA 1 100 100 1.0 0.001 50 518 -68 1824.7200847480535 1820.972522524733 50 TCGA 1 100 100 1.0 0.001 50 518 -69 1824.5502961162265 1820.412119803117 50 TCGA 1 100 100 1.0 0.001 50 518 -70 1824.683223860194 1820.172857083268 50 TCGA 1 100 100 1.0 0.001 50 518 -71 1824.136704770299 1819.9752853623586 50 TCGA 1 100 100 1.0 0.001 50 518 -72 1824.2261406018913 1821.536130972244 50 TCGA 1 100 100 1.0 0.001 50 518 -73 1824.2594695305743 1819.7729013720948 50 TCGA 1 100 100 1.0 0.001 50 518 -74 1823.938126892846 1819.3148303774733 50 TCGA 1 100 100 1.0 0.001 50 518 -75 1823.6673359845895 1819.5655272210663 50 TCGA 1 100 100 1.0 0.001 50 518 -76 1823.6741432269139 1819.5921913031957 50 TCGA 1 100 100 1.0 0.001 50 518 -77 1823.4862188898514 1819.257254902442 50 TCGA 1 100 100 1.0 0.001 50 518 -78 1823.2996978776798 1819.5941051694017 50 TCGA 1 100 100 1.0 0.001 50 518 -79 1823.22055726467 1819.3092826191505 50 TCGA 1 100 100 1.0 0.001 50 518 -80 1823.3646093897155 1820.3157768824592 50 TCGA 1 100 100 1.0 0.001 50 518 -81 1823.2904860314175 1819.218746319488 50 TCGA 1 100 100 1.0 0.001 50 518 -82 1823.2582413062066 1819.3916242589903 50 TCGA 1 100 100 1.0 0.001 50 518 -83 1823.0742867954448 1818.80375203655 50 TCGA 1 100 100 1.0 0.001 50 518 -84 1823.0491947174498 1820.2187082875314 50 TCGA 1 100 100 1.0 0.001 50 518 -85 1822.9226832610714 1818.7167293989478 50 TCGA 1 100 100 1.0 0.001 50 518 -86 1822.6904520195953 1818.650841487712 50 TCGA 1 100 100 1.0 0.001 50 518 -87 1822.844386130894 1818.264798111652 50 TCGA 1 100 100 1.0 0.001 50 518 -88 1822.6807811322763 1818.2547521543263 50 TCGA 1 100 100 1.0 0.001 50 518 -89 1822.6333409217948 1818.5503579911276 50 TCGA 1 100 100 1.0 0.001 50 518 -90 1822.3930655205963 1818.305865263819 50 TCGA 1 100 100 1.0 0.001 50 518 -91 1822.5422499126882 1818.6275420069096 50 TCGA 1 100 100 1.0 0.001 50 518 -92 1822.3459025196817 1818.713678254554 50 TCGA 1 100 100 1.0 0.001 50 518 -93 1822.5702398491567 1818.8424053863066 50 TCGA 1 100 100 1.0 0.001 50 518 -94 1822.302785184264 1818.2338456197 50 TCGA 1 100 100 1.0 0.001 50 518 -95 1822.2547438193917 1818.2111295000393 50 TCGA 1 100 100 1.0 0.001 50 518 -96 1822.1326741745381 1817.7884631899733 50 TCGA 1 100 100 1.0 0.001 50 518 -97 1821.9583679873679 1817.7147627787374 50 TCGA 1 100 100 1.0 0.001 50 518 -98 1822.0888599387663 1817.450413076123 50 TCGA 1 100 100 1.0 0.001 50 518 -99 1821.8983022947639 1818.1032843661667 50 TCGA 1 100 100 1.0 0.001 50 518 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index aa657438a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2915.977054078606 2865.7275390625 50 TCGA 1 50 100 0.5 0.001 50 3559 -1 2043.8272774159104 2140.4740204930904 50 TCGA 1 50 100 0.5 0.001 50 3559 -2 1985.5859715227225 2021.8526040848776 50 TCGA 1 50 100 0.5 0.001 50 3559 -3 1957.0855719567091 1965.706692642902 50 TCGA 1 50 100 0.5 0.001 50 3559 -4 1938.9266738389163 1954.1905910166065 50 TCGA 1 50 100 0.5 0.001 50 3559 -5 1928.819172772862 1914.0739666349325 50 TCGA 1 50 100 0.5 0.001 50 3559 -6 1916.0938786241488 1912.277503852269 50 TCGA 1 50 100 0.5 0.001 50 3559 -7 1907.5301200968038 1898.572115950848 50 TCGA 1 50 100 0.5 0.001 50 3559 -8 1900.7981479839364 1893.2735565032192 50 TCGA 1 50 100 0.5 0.001 50 3559 -9 1895.7409707618779 1887.5102612672738 50 TCGA 1 50 100 0.5 0.001 50 3559 -10 1890.2578594805154 1886.6974478103407 50 TCGA 1 50 100 0.5 0.001 50 3559 -11 1885.118128595481 1884.216303072982 50 TCGA 1 50 100 0.5 0.001 50 3559 -12 1880.707494201558 1877.287831368758 50 TCGA 1 50 100 0.5 0.001 50 3559 -13 1877.8042798677263 1874.6066906799624 50 TCGA 1 50 100 0.5 0.001 50 3559 -14 1874.9085253530188 1868.2158172454067 50 TCGA 1 50 100 0.5 0.001 50 3559 -15 1871.5041880785907 1866.838443315209 50 TCGA 1 50 100 0.5 0.001 50 3559 -16 1869.0310725695267 1864.989059678274 50 TCGA 1 50 100 0.5 0.001 50 3559 -17 1865.7326772157362 1861.7315011335977 50 TCGA 1 50 100 0.5 0.001 50 3559 -18 1863.9619181910082 1858.1811903757066 50 TCGA 1 50 100 0.5 0.001 50 3559 -19 1861.0767137996054 1858.680254298838 50 TCGA 1 50 100 0.5 0.001 50 3559 -20 1858.8821750610637 1853.9146691710505 50 TCGA 1 50 100 0.5 0.001 50 3559 -21 1856.4808341434111 1854.4620097558104 50 TCGA 1 50 100 0.5 0.001 50 3559 -22 1855.293007909513 1851.3555049417007 50 TCGA 1 50 100 0.5 0.001 50 3559 -23 1853.2476811545782 1851.2638877983668 50 TCGA 1 50 100 0.5 0.001 50 3559 -24 1852.0050240129297 1848.0664013426508 50 TCGA 1 50 100 0.5 0.001 50 3559 -25 1849.9668631355123 1847.1523443634187 50 TCGA 1 50 100 0.5 0.001 50 3559 -26 1848.8036125890776 1846.2173667409313 50 TCGA 1 50 100 0.5 0.001 50 3559 -27 1847.209377455304 1844.230283497566 50 TCGA 1 50 100 0.5 0.001 50 3559 -28 1846.1995091217411 1844.9585660234768 50 TCGA 1 50 100 0.5 0.001 50 3559 -29 1844.5486845128676 1842.5987831000707 50 TCGA 1 50 100 0.5 0.001 50 3559 -30 1843.601887057969 1839.8332133077497 50 TCGA 1 50 100 0.5 0.001 50 3559 -31 1842.4194013423346 1839.7380052116048 50 TCGA 1 50 100 0.5 0.001 50 3559 -32 1840.9305041679675 1838.3068215835035 50 TCGA 1 50 100 0.5 0.001 50 3559 -33 1840.315727430604 1838.5723079508873 50 TCGA 1 50 100 0.5 0.001 50 3559 -34 1839.4969626715279 1837.201487172189 50 TCGA 1 50 100 0.5 0.001 50 3559 -35 1838.2862324962155 1838.8647049947 50 TCGA 1 50 100 0.5 0.001 50 3559 -36 1837.502220646879 1834.5053539180276 50 TCGA 1 50 100 0.5 0.001 50 3559 -37 1836.6667746982346 1834.17438940307 50 TCGA 1 50 100 0.5 0.001 50 3559 -38 1835.9232062463157 1834.216283443585 50 TCGA 1 50 100 0.5 0.001 50 3559 -39 1835.152622948881 1832.4330711173052 50 TCGA 1 50 100 0.5 0.001 50 3559 -40 1834.323821091548 1832.713266650636 50 TCGA 1 50 100 0.5 0.001 50 3559 -41 1833.6295631324383 1831.38908715943 50 TCGA 1 50 100 0.5 0.001 50 3559 -42 1833.1227300835317 1830.216436798249 50 TCGA 1 50 100 0.5 0.001 50 3559 -43 1832.425227675644 1830.576968705834 50 TCGA 1 50 100 0.5 0.001 50 3559 -44 1831.8448537287268 1831.991747678824 50 TCGA 1 50 100 0.5 0.001 50 3559 -45 1831.379557668637 1829.3443640320745 50 TCGA 1 50 100 0.5 0.001 50 3559 -46 1830.7447340128904 1828.5616657506282 50 TCGA 1 50 100 0.5 0.001 50 3559 -47 1830.5815573299633 1828.544298028227 50 TCGA 1 50 100 0.5 0.001 50 3559 -48 1830.0017949472729 1828.7868498989087 50 TCGA 1 50 100 0.5 0.001 50 3559 -49 1829.715939139958 1828.1833581972362 50 TCGA 1 50 100 0.5 0.001 50 3559 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 4cb9af1b5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2912.2132660058583 2984.067067515311 50 TCGA 1 50 100 0.0 0.001 50 3562 -1 2050.9347030787826 2306.948250775361 50 TCGA 1 50 100 0.0 0.001 50 3562 -2 1989.0403388766708 2000.9867924829225 50 TCGA 1 50 100 0.0 0.001 50 3562 -3 1960.7171948059606 1956.0258028423366 50 TCGA 1 50 100 0.0 0.001 50 3562 -4 1940.4620889177652 1928.2104964519865 50 TCGA 1 50 100 0.0 0.001 50 3562 -5 1927.8218767277058 1945.8676015575927 50 TCGA 1 50 100 0.0 0.001 50 3562 -6 1917.2788338416894 1907.77475635011 50 TCGA 1 50 100 0.0 0.001 50 3562 -7 1908.189723739854 1908.2680492305276 50 TCGA 1 50 100 0.0 0.001 50 3562 -8 1899.8415043776902 1899.3790798474795 50 TCGA 1 50 100 0.0 0.001 50 3562 -9 1894.8102408067525 1891.5605548494425 50 TCGA 1 50 100 0.0 0.001 50 3562 -10 1890.7655400726355 1885.3699362289965 50 TCGA 1 50 100 0.0 0.001 50 3562 -11 1885.527609718579 1881.179388151696 50 TCGA 1 50 100 0.0 0.001 50 3562 -12 1881.7712337622913 1879.954445690366 50 TCGA 1 50 100 0.0 0.001 50 3562 -13 1878.4305508895995 1875.872357392431 50 TCGA 1 50 100 0.0 0.001 50 3562 -14 1873.3338522218623 1869.879818403541 50 TCGA 1 50 100 0.0 0.001 50 3562 -15 1871.131851225243 1869.17446239989 50 TCGA 1 50 100 0.0 0.001 50 3562 -16 1868.1327748529106 1864.8125834249372 50 TCGA 1 50 100 0.0 0.001 50 3562 -17 1866.1196555712352 1864.8886651273947 50 TCGA 1 50 100 0.0 0.001 50 3562 -18 1863.1670391952662 1860.224773157781 50 TCGA 1 50 100 0.0 0.001 50 3562 -19 1861.0434686946262 1861.397259736181 50 TCGA 1 50 100 0.0 0.001 50 3562 -20 1858.326421969942 1857.414746461801 50 TCGA 1 50 100 0.0 0.001 50 3562 -21 1856.688242095937 1854.6372438363694 50 TCGA 1 50 100 0.0 0.001 50 3562 -22 1854.3691451895222 1853.4392592847048 50 TCGA 1 50 100 0.0 0.001 50 3562 -23 1853.366271638833 1851.1555856675957 50 TCGA 1 50 100 0.0 0.001 50 3562 -24 1851.1907868511457 1849.5765386993562 50 TCGA 1 50 100 0.0 0.001 50 3562 -25 1849.8988549017138 1851.2203491824357 50 TCGA 1 50 100 0.0 0.001 50 3562 -26 1848.3214448694007 1847.1268715403187 50 TCGA 1 50 100 0.0 0.001 50 3562 -27 1847.0502302372265 1847.3080373792793 50 TCGA 1 50 100 0.0 0.001 50 3562 -28 1845.4378658021744 1846.256798518962 50 TCGA 1 50 100 0.0 0.001 50 3562 -29 1844.5076069329941 1842.699304015193 50 TCGA 1 50 100 0.0 0.001 50 3562 -30 1843.3679003421184 1841.6305710682318 50 TCGA 1 50 100 0.0 0.001 50 3562 -31 1841.9709408344177 1841.433789430551 50 TCGA 1 50 100 0.0 0.001 50 3562 -32 1840.9895779558265 1839.7913971714038 50 TCGA 1 50 100 0.0 0.001 50 3562 -33 1839.9303071304869 1841.141922380457 50 TCGA 1 50 100 0.0 0.001 50 3562 -34 1838.997650701721 1838.281151853015 50 TCGA 1 50 100 0.0 0.001 50 3562 -35 1837.7333474238544 1836.9046735140546 50 TCGA 1 50 100 0.0 0.001 50 3562 -36 1837.1973507022442 1834.9871421315563 50 TCGA 1 50 100 0.0 0.001 50 3562 -37 1836.5492889237385 1834.8196377394786 50 TCGA 1 50 100 0.0 0.001 50 3562 -38 1835.7568630521246 1834.758282992109 50 TCGA 1 50 100 0.0 0.001 50 3562 -39 1835.020420200924 1833.5270756860475 50 TCGA 1 50 100 0.0 0.001 50 3562 -40 1833.9127230102933 1832.3035318192526 50 TCGA 1 50 100 0.0 0.001 50 3562 -41 1833.3165781076684 1832.097835981666 50 TCGA 1 50 100 0.0 0.001 50 3562 -42 1832.8552109839354 1832.6473143304413 50 TCGA 1 50 100 0.0 0.001 50 3562 -43 1832.4621781507685 1831.5472405975188 50 TCGA 1 50 100 0.0 0.001 50 3562 -44 1831.5386537504403 1830.8731462488222 50 TCGA 1 50 100 0.0 0.001 50 3562 -45 1831.2303675129845 1830.4110138092808 50 TCGA 1 50 100 0.0 0.001 50 3562 -46 1830.6376086819557 1829.9164480851523 50 TCGA 1 50 100 0.0 0.001 50 3562 -47 1830.1899457663906 1829.3737995396907 50 TCGA 1 50 100 0.0 0.001 50 3562 -48 1829.719668340997 1829.9289826819645 50 TCGA 1 50 100 0.0 0.001 50 3562 -49 1829.4148286312122 1829.2395718828518 50 TCGA 1 50 100 0.0 0.001 50 3562 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index 73c1ff5c2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.001lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2908.426643440561 2767.5033492658604 50 TCGA 1 50 100 1.0 0.001 50 3761 -1 2051.32219648952 2049.3411724148086 50 TCGA 1 50 100 1.0 0.001 50 3761 -2 1985.8542179346537 1979.0711185321136 50 TCGA 1 50 100 1.0 0.001 50 3761 -3 1959.0309124161108 1948.9658160185695 50 TCGA 1 50 100 1.0 0.001 50 3761 -4 1936.2785103328793 1925.102981337351 50 TCGA 1 50 100 1.0 0.001 50 3761 -5 1926.1261138251775 1923.7352896072157 50 TCGA 1 50 100 1.0 0.001 50 3761 -6 1916.006396857712 1913.1066833189384 50 TCGA 1 50 100 1.0 0.001 50 3761 -7 1907.3596077770085 1900.0033615342336 50 TCGA 1 50 100 1.0 0.001 50 3761 -8 1899.574239242661 1894.7252951770572 50 TCGA 1 50 100 1.0 0.001 50 3761 -9 1895.6738965519571 1893.4770428068075 50 TCGA 1 50 100 1.0 0.001 50 3761 -10 1890.1880364335532 1887.5464339519865 50 TCGA 1 50 100 1.0 0.001 50 3761 -11 1885.9337956926388 1878.527284861809 50 TCGA 1 50 100 1.0 0.001 50 3761 -12 1881.3687620966653 1879.4171682386543 50 TCGA 1 50 100 1.0 0.001 50 3761 -13 1878.3162381938291 1875.2472764211684 50 TCGA 1 50 100 1.0 0.001 50 3761 -14 1874.2038400221888 1870.9959551173838 50 TCGA 1 50 100 1.0 0.001 50 3761 -15 1870.971079173505 1867.845514192054 50 TCGA 1 50 100 1.0 0.001 50 3761 -16 1868.1104049605974 1865.9356671050566 50 TCGA 1 50 100 1.0 0.001 50 3761 -17 1865.4443063430454 1861.4920028609847 50 TCGA 1 50 100 1.0 0.001 50 3761 -18 1863.0869679238624 1860.3497547552215 50 TCGA 1 50 100 1.0 0.001 50 3761 -19 1860.7232294177381 1858.2640939070352 50 TCGA 1 50 100 1.0 0.001 50 3761 -20 1858.933718313768 1856.2978527893374 50 TCGA 1 50 100 1.0 0.001 50 3761 -21 1856.6099709767238 1857.283831879122 50 TCGA 1 50 100 1.0 0.001 50 3761 -22 1854.794295077532 1851.8423747153738 50 TCGA 1 50 100 1.0 0.001 50 3761 -23 1853.0959916164306 1850.597002345713 50 TCGA 1 50 100 1.0 0.001 50 3761 -24 1851.6792363344473 1849.7710697039886 50 TCGA 1 50 100 1.0 0.001 50 3761 -25 1849.7019511956378 1847.1737772112515 50 TCGA 1 50 100 1.0 0.001 50 3761 -26 1848.3552349238328 1846.4503658428864 50 TCGA 1 50 100 1.0 0.001 50 3761 -27 1847.3264554885232 1844.5219536402717 50 TCGA 1 50 100 1.0 0.001 50 3761 -28 1845.5561904268534 1842.8208878866992 50 TCGA 1 50 100 1.0 0.001 50 3761 -29 1844.1919240030757 1845.148790215727 50 TCGA 1 50 100 1.0 0.001 50 3761 -30 1843.3283649848659 1842.1346858805748 50 TCGA 1 50 100 1.0 0.001 50 3761 -31 1841.8238624175062 1841.400443992423 50 TCGA 1 50 100 1.0 0.001 50 3761 -32 1840.8765090583013 1839.557477941465 50 TCGA 1 50 100 1.0 0.001 50 3761 -33 1839.9843334151587 1839.6326867491755 50 TCGA 1 50 100 1.0 0.001 50 3761 -34 1838.5242403517718 1837.6958339058574 50 TCGA 1 50 100 1.0 0.001 50 3761 -35 1837.843979357023 1836.340444286864 50 TCGA 1 50 100 1.0 0.001 50 3761 -36 1836.8616165483033 1838.8148819046403 50 TCGA 1 50 100 1.0 0.001 50 3761 -37 1836.3668306088632 1835.4178515870367 50 TCGA 1 50 100 1.0 0.001 50 3761 -38 1835.6405477437581 1833.5703296757224 50 TCGA 1 50 100 1.0 0.001 50 3761 -39 1834.8658931922507 1834.4536979330244 50 TCGA 1 50 100 1.0 0.001 50 3761 -40 1833.942540458835 1836.136089995878 50 TCGA 1 50 100 1.0 0.001 50 3761 -41 1833.4363200914408 1835.8443333611417 50 TCGA 1 50 100 1.0 0.001 50 3761 -42 1832.7575971090523 1831.1411194154366 50 TCGA 1 50 100 1.0 0.001 50 3761 -43 1832.2216377347718 1832.13949324258 50 TCGA 1 50 100 1.0 0.001 50 3761 -44 1831.617453591208 1831.3000285853093 50 TCGA 1 50 100 1.0 0.001 50 3761 -45 1831.0307237310246 1829.6165863497174 50 TCGA 1 50 100 1.0 0.001 50 3761 -46 1830.4899039444667 1829.4519177920854 50 TCGA 1 50 100 1.0 0.001 50 3761 -47 1830.1776060642362 1829.7997218759815 50 TCGA 1 50 100 1.0 0.001 50 3761 -48 1829.7464461311165 1829.556833238458 50 TCGA 1 50 100 1.0 0.001 50 3761 -49 1829.2123695064408 1829.0138013063363 50 TCGA 1 50 100 1.0 0.001 50 3761 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index c345f0bb9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2719.0546888897948 3947.144552106234 100 TCGA 1 100 100 0.5 0.0025 50 7329 -1 2017.6329957894122 2525.418627561636 100 TCGA 1 100 100 0.5 0.0025 50 7329 -2 1966.0355612389383 2060.896899046011 100 TCGA 1 100 100 0.5 0.0025 50 7329 -3 1942.7117147631964 1958.0362923013506 100 TCGA 1 100 100 0.5 0.0025 50 7329 -4 1925.0146004214512 1927.561543066897 100 TCGA 1 100 100 0.5 0.0025 50 7329 -5 1912.701586960389 1913.0565148741755 100 TCGA 1 100 100 0.5 0.0025 50 7329 -6 1906.5512437655439 1907.02651318114 100 TCGA 1 100 100 0.5 0.0025 50 7329 -7 1898.287630207425 1892.3310068408448 100 TCGA 1 100 100 0.5 0.0025 50 7329 -8 1892.0130709249906 1889.971196927018 100 TCGA 1 100 100 0.5 0.0025 50 7329 -9 1886.177680649892 1879.5520332374765 100 TCGA 1 100 100 0.5 0.0025 50 7329 -10 1882.7047050059646 1883.291714308849 100 TCGA 1 100 100 0.5 0.0025 50 7329 -11 1878.1777498671247 1874.061179309634 100 TCGA 1 100 100 0.5 0.0025 50 7329 -12 1875.5072590755237 1870.8500240460114 100 TCGA 1 100 100 0.5 0.0025 50 7329 -13 1872.2302714400105 1868.805010158213 100 TCGA 1 100 100 0.5 0.0025 50 7329 -14 1869.2598754460423 1864.5452402392823 100 TCGA 1 100 100 0.5 0.0025 50 7329 -15 1867.1065376929798 1863.4847565464038 100 TCGA 1 100 100 0.5 0.0025 50 7329 -16 1864.1523013885085 1869.0935727220085 100 TCGA 1 100 100 0.5 0.0025 50 7329 -17 1861.722087646784 1859.0860945351758 100 TCGA 1 100 100 0.5 0.0025 50 7329 -18 1860.764908356384 1857.9773255928078 100 TCGA 1 100 100 0.5 0.0025 50 7329 -19 1858.4837909455357 1855.2276562254633 100 TCGA 1 100 100 0.5 0.0025 50 7329 -20 1856.4570655724822 1854.3946122212626 100 TCGA 1 100 100 0.5 0.0025 50 7329 -21 1855.211856304262 1851.8214669539102 100 TCGA 1 100 100 0.5 0.0025 50 7329 -22 1853.7364256422704 1851.2397571352858 100 TCGA 1 100 100 0.5 0.0025 50 7329 -23 1851.8977191940803 1850.5392305767116 100 TCGA 1 100 100 0.5 0.0025 50 7329 -24 1851.1915560889581 1847.4739885953204 100 TCGA 1 100 100 0.5 0.0025 50 7329 -25 1849.787936629934 1844.7593337782664 100 TCGA 1 100 100 0.5 0.0025 50 7329 -26 1848.9038092886474 1844.5110231332444 100 TCGA 1 100 100 0.5 0.0025 50 7329 -27 1847.3678001542619 1844.754258965727 100 TCGA 1 100 100 0.5 0.0025 50 7329 -28 1846.151728765788 1843.4573514545384 100 TCGA 1 100 100 0.5 0.0025 50 7329 -29 1845.570188494875 1841.602139726955 100 TCGA 1 100 100 0.5 0.0025 50 7329 -30 1844.637223558908 1840.646099761503 100 TCGA 1 100 100 0.5 0.0025 50 7329 -31 1843.4568000126662 1842.536029144747 100 TCGA 1 100 100 0.5 0.0025 50 7329 -32 1842.4582947097542 1845.338890497409 100 TCGA 1 100 100 0.5 0.0025 50 7329 -33 1841.6193460966276 1838.5584661589196 100 TCGA 1 100 100 0.5 0.0025 50 7329 -34 1841.0781291693845 1837.5836604899498 100 TCGA 1 100 100 0.5 0.0025 50 7329 -35 1840.0319731702016 1837.513398903698 100 TCGA 1 100 100 0.5 0.0025 50 7329 -36 1839.5150053695131 1837.347287585388 100 TCGA 1 100 100 0.5 0.0025 50 7329 -37 1838.7610631483528 1835.956883416104 100 TCGA 1 100 100 0.5 0.0025 50 7329 -38 1838.2189620390895 1835.6621087615813 100 TCGA 1 100 100 0.5 0.0025 50 7329 -39 1837.5470925165162 1834.7800765301115 100 TCGA 1 100 100 0.5 0.0025 50 7329 -40 1836.8054912238 1833.352523113615 100 TCGA 1 100 100 0.5 0.0025 50 7329 -41 1836.3002197592637 1832.7062246044677 100 TCGA 1 100 100 0.5 0.0025 50 7329 -42 1835.6846241602368 1833.125917674309 100 TCGA 1 100 100 0.5 0.0025 50 7329 -43 1835.021621310667 1833.3100536864008 100 TCGA 1 100 100 0.5 0.0025 50 7329 -44 1834.7441324769873 1831.561657162767 100 TCGA 1 100 100 0.5 0.0025 50 7329 -45 1834.0850590679154 1832.5393894521435 100 TCGA 1 100 100 0.5 0.0025 50 7329 -46 1834.0372046576983 1830.6182775449513 100 TCGA 1 100 100 0.5 0.0025 50 7329 -47 1833.2725217478364 1830.0864325288553 100 TCGA 1 100 100 0.5 0.0025 50 7329 -48 1832.9830166118088 1829.4145458739008 100 TCGA 1 100 100 0.5 0.0025 50 7329 -49 1832.5450355520418 1829.4459614969378 100 TCGA 1 100 100 0.5 0.0025 50 7329 -50 1832.2636599936168 1829.631237240892 100 TCGA 1 100 100 0.5 0.0025 50 7329 -51 1831.9886313829188 1830.0209169627435 100 TCGA 1 100 100 0.5 0.0025 50 7329 -52 1831.5119757121636 1828.6020513946687 100 TCGA 1 100 100 0.5 0.0025 50 7329 -53 1831.2260449921823 1828.260915171561 100 TCGA 1 100 100 0.5 0.0025 50 7329 -54 1830.8063062567146 1828.0637489203832 100 TCGA 1 100 100 0.5 0.0025 50 7329 -55 1830.378108385139 1827.3579880604193 100 TCGA 1 100 100 0.5 0.0025 50 7329 -56 1830.1168735017466 1828.1711376707758 100 TCGA 1 100 100 0.5 0.0025 50 7329 -57 1830.0111129357088 1826.8517311901303 100 TCGA 1 100 100 0.5 0.0025 50 7329 -58 1829.650347500484 1826.7113595320352 100 TCGA 1 100 100 0.5 0.0025 50 7329 -59 1829.2461426517025 1825.9450677459563 100 TCGA 1 100 100 0.5 0.0025 50 7329 -60 1828.8243175753128 1826.3325759657664 100 TCGA 1 100 100 0.5 0.0025 50 7329 -61 1828.4150708642758 1825.1080119837468 100 TCGA 1 100 100 0.5 0.0025 50 7329 -62 1828.4247452669583 1826.026338356823 100 TCGA 1 100 100 0.5 0.0025 50 7329 -63 1828.0274597842429 1825.0981684545775 100 TCGA 1 100 100 0.5 0.0025 50 7329 -64 1828.1110745419455 1825.75597347087 100 TCGA 1 100 100 0.5 0.0025 50 7329 -65 1827.8681384057975 1824.6691551016802 100 TCGA 1 100 100 0.5 0.0025 50 7329 -66 1827.908498388274 1824.363952943428 100 TCGA 1 100 100 0.5 0.0025 50 7329 -67 1827.2348732686971 1824.7615028266332 100 TCGA 1 100 100 0.5 0.0025 50 7329 -68 1827.1199587645149 1824.0711369346734 100 TCGA 1 100 100 0.5 0.0025 50 7329 -69 1826.8071852883186 1824.9900092503533 100 TCGA 1 100 100 0.5 0.0025 50 7329 -70 1826.6371534832729 1823.3126091885208 100 TCGA 1 100 100 0.5 0.0025 50 7329 -71 1826.3914226877303 1824.1664437912218 100 TCGA 1 100 100 0.5 0.0025 50 7329 -72 1826.5184519653117 1823.4105255280308 100 TCGA 1 100 100 0.5 0.0025 50 7329 -73 1826.4002116276013 1823.1104632046954 100 TCGA 1 100 100 0.5 0.0025 50 7329 -74 1825.7978285355073 1822.3527782957758 100 TCGA 1 100 100 0.5 0.0025 50 7329 -75 1825.985335348227 1822.921002105253 100 TCGA 1 100 100 0.5 0.0025 50 7329 -76 1825.5900552713229 1822.9710098343278 100 TCGA 1 100 100 0.5 0.0025 50 7329 -77 1825.6583530729617 1822.9669759932474 100 TCGA 1 100 100 0.5 0.0025 50 7329 -78 1825.603471478576 1822.4634764398163 100 TCGA 1 100 100 0.5 0.0025 50 7329 -79 1825.4346574063093 1822.0443581432553 100 TCGA 1 100 100 0.5 0.0025 50 7329 -80 1824.9892955004657 1821.8653668734296 100 TCGA 1 100 100 0.5 0.0025 50 7329 -81 1824.9504100085503 1822.0797401313207 100 TCGA 1 100 100 0.5 0.0025 50 7329 -82 1824.9067627934157 1822.5884095771828 100 TCGA 1 100 100 0.5 0.0025 50 7329 -83 1824.6654341048675 1822.7084599020493 100 TCGA 1 100 100 0.5 0.0025 50 7329 -84 1824.6221787846239 1821.6485546629633 100 TCGA 1 100 100 0.5 0.0025 50 7329 -85 1824.7530555729356 1821.608646258637 100 TCGA 1 100 100 0.5 0.0025 50 7329 -86 1824.6438165820728 1821.464622919284 100 TCGA 1 100 100 0.5 0.0025 50 7329 -87 1824.4345290001675 1821.1816185419284 100 TCGA 1 100 100 0.5 0.0025 50 7329 -88 1824.4081035094118 1821.3446351631203 100 TCGA 1 100 100 0.5 0.0025 50 7329 -89 1824.1987202769212 1822.0643028374293 100 TCGA 1 100 100 0.5 0.0025 50 7329 -90 1824.1227638746216 1821.4331864400126 100 TCGA 1 100 100 0.5 0.0025 50 7329 -91 1824.3820843837639 1820.3901729104507 100 TCGA 1 100 100 0.5 0.0025 50 7329 -92 1823.6202488364966 1820.9387016871467 100 TCGA 1 100 100 0.5 0.0025 50 7329 -93 1823.8835754701104 1821.2320133381752 100 TCGA 1 100 100 0.5 0.0025 50 7329 -94 1823.5488529096745 1820.94763981038 100 TCGA 1 100 100 0.5 0.0025 50 7329 -95 1823.6668460274104 1820.2589841296326 100 TCGA 1 100 100 0.5 0.0025 50 7329 -96 1823.42109266814 1820.7736650783213 100 TCGA 1 100 100 0.5 0.0025 50 7329 -97 1823.1989893112243 1819.8634033203125 100 TCGA 1 100 100 0.5 0.0025 50 7329 -98 1823.0926282448168 1820.2753863310695 100 TCGA 1 100 100 0.5 0.0025 50 7329 -99 1823.2330999994986 1820.382103388034 100 TCGA 1 100 100 0.5 0.0025 50 7329 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index 8decc5b1a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2716.720706068095 3693.962977730449 100 TCGA 1 100 100 0.0 0.0025 50 6460 -1 2011.6346502311528 2223.836520247723 100 TCGA 1 100 100 0.0 0.0025 50 6460 -2 1965.8410986666036 2140.46313231195 100 TCGA 1 100 100 0.0 0.0025 50 6460 -3 1941.2344705007056 2018.376108447511 100 TCGA 1 100 100 0.0 0.0025 50 6460 -4 1924.9359432935369 1917.7222385118955 100 TCGA 1 100 100 0.0 0.0025 50 6460 -5 1912.2476288328905 1915.0600880378454 100 TCGA 1 100 100 0.0 0.0025 50 6460 -6 1903.4523470419063 1901.8484193428078 100 TCGA 1 100 100 0.0 0.0025 50 6460 -7 1896.3270191729555 1891.6413690768295 100 TCGA 1 100 100 0.0 0.0025 50 6460 -8 1891.0881009609095 1886.943797969339 100 TCGA 1 100 100 0.0 0.0025 50 6460 -9 1885.153496312302 1885.2112883754712 100 TCGA 1 100 100 0.0 0.0025 50 6460 -10 1881.8514568892185 1879.0262132194173 100 TCGA 1 100 100 0.0 0.0025 50 6460 -11 1878.9146224919382 1875.756657432671 100 TCGA 1 100 100 0.0 0.0025 50 6460 -12 1874.5587509058191 1874.0875096920147 100 TCGA 1 100 100 0.0 0.0025 50 6460 -13 1871.4205612487485 1875.716825705677 100 TCGA 1 100 100 0.0 0.0025 50 6460 -14 1868.7554036994268 1866.1926349275675 100 TCGA 1 100 100 0.0 0.0025 50 6460 -15 1866.3109846194948 1865.0769374214824 100 TCGA 1 100 100 0.0 0.0025 50 6460 -16 1863.4302013425745 1862.6430320548052 100 TCGA 1 100 100 0.0 0.0025 50 6460 -17 1861.7265268694757 1863.079773255928 100 TCGA 1 100 100 0.0 0.0025 50 6460 -18 1859.9478956108208 1858.4955171364636 100 TCGA 1 100 100 0.0 0.0025 50 6460 -19 1857.9370397190282 1856.6992623027245 100 TCGA 1 100 100 0.0 0.0025 50 6460 -20 1855.7026331080085 1856.314998454185 100 TCGA 1 100 100 0.0 0.0025 50 6460 -21 1854.4472117500122 1856.2024612810144 100 TCGA 1 100 100 0.0 0.0025 50 6460 -22 1852.8737569239033 1854.2509655209642 100 TCGA 1 100 100 0.0 0.0025 50 6460 -23 1851.4933254422056 1854.385371682632 100 TCGA 1 100 100 0.0 0.0025 50 6460 -24 1850.5622120672124 1851.3143537511778 100 TCGA 1 100 100 0.0 0.0025 50 6460 -25 1848.980037232331 1848.2536007675094 100 TCGA 1 100 100 0.0 0.0025 50 6460 -26 1847.9476601632261 1848.5312622683732 100 TCGA 1 100 100 0.0 0.0025 50 6460 -27 1846.83049556759 1849.1339025449513 100 TCGA 1 100 100 0.0 0.0025 50 6460 -28 1845.6127062428275 1847.111080303863 100 TCGA 1 100 100 0.0 0.0025 50 6460 -29 1844.8571862230237 1845.9253684192447 100 TCGA 1 100 100 0.0 0.0025 50 6460 -30 1844.0135788813755 1843.5507714353016 100 TCGA 1 100 100 0.0 0.0025 50 6460 -31 1842.7592156068836 1842.4933020816975 100 TCGA 1 100 100 0.0 0.0025 50 6460 -32 1841.9775061843145 1842.5709749921482 100 TCGA 1 100 100 0.0 0.0025 50 6460 -33 1841.2022100244865 1841.3455657192212 100 TCGA 1 100 100 0.0 0.0025 50 6460 -34 1840.472944904936 1841.2786668940405 100 TCGA 1 100 100 0.0 0.0025 50 6460 -35 1839.6767304253667 1839.4514638622802 100 TCGA 1 100 100 0.0 0.0025 50 6460 -36 1839.0947031131186 1838.810721699317 100 TCGA 1 100 100 0.0 0.0025 50 6460 -37 1838.3346219501907 1839.2977117030464 100 TCGA 1 100 100 0.0 0.0025 50 6460 -38 1837.5201789352668 1838.520651965884 100 TCGA 1 100 100 0.0 0.0025 50 6460 -39 1836.8280013082601 1837.9169952545933 100 TCGA 1 100 100 0.0 0.0025 50 6460 -40 1836.6522053700364 1837.4052807985238 100 TCGA 1 100 100 0.0 0.0025 50 6460 -41 1835.7662084140686 1837.7979233324827 100 TCGA 1 100 100 0.0 0.0025 50 6460 -42 1835.1963001399822 1835.378793994386 100 TCGA 1 100 100 0.0 0.0025 50 6460 -43 1835.0906558534452 1835.4237575818545 100 TCGA 1 100 100 0.0 0.0025 50 6460 -44 1834.2592003055152 1834.8618562784627 100 TCGA 1 100 100 0.0 0.0025 50 6460 -45 1833.9487929958918 1834.541619842376 100 TCGA 1 100 100 0.0 0.0025 50 6460 -46 1833.4815746860481 1833.6775012759108 100 TCGA 1 100 100 0.0 0.0025 50 6460 -47 1832.9557170354838 1835.5677846017195 100 TCGA 1 100 100 0.0 0.0025 50 6460 -48 1832.4212255979278 1832.642594073885 100 TCGA 1 100 100 0.0 0.0025 50 6460 -49 1832.1842693265414 1832.3074932769316 100 TCGA 1 100 100 0.0 0.0025 50 6460 -50 1831.7793807532055 1832.537347994857 100 TCGA 1 100 100 0.0 0.0025 50 6460 -51 1831.296387958665 1831.354923420815 100 TCGA 1 100 100 0.0 0.0025 50 6460 -52 1831.0561868978646 1831.317641061754 100 TCGA 1 100 100 0.0 0.0025 50 6460 -53 1830.4825907623226 1830.7447282800722 100 TCGA 1 100 100 0.0 0.0025 50 6460 -54 1830.0819372344674 1830.7330720987752 100 TCGA 1 100 100 0.0 0.0025 50 6460 -55 1829.7862442413443 1831.9851761247644 100 TCGA 1 100 100 0.0 0.0025 50 6460 -56 1829.6103750800087 1829.824272117423 100 TCGA 1 100 100 0.0 0.0025 50 6460 -57 1829.0840834183198 1830.8528482255026 100 TCGA 1 100 100 0.0 0.0025 50 6460 -58 1829.014702162608 1831.582553269276 100 TCGA 1 100 100 0.0 0.0025 50 6460 -59 1828.5628179768817 1829.3264798111652 100 TCGA 1 100 100 0.0 0.0025 50 6460 -60 1828.268274085199 1829.4544211536197 100 TCGA 1 100 100 0.0 0.0025 50 6460 -61 1828.23903397378 1828.4455057268765 100 TCGA 1 100 100 0.0 0.0025 50 6460 -62 1827.8994062959996 1828.7189873930197 100 TCGA 1 100 100 0.0 0.0025 50 6460 -63 1827.6721420994907 1827.6695844947394 100 TCGA 1 100 100 0.0 0.0025 50 6460 -64 1827.401672683479 1827.6200043184674 100 TCGA 1 100 100 0.0 0.0025 50 6460 -65 1827.0444881363844 1827.502069061126 100 TCGA 1 100 100 0.0 0.0025 50 6460 -66 1826.793825708392 1827.7940667693938 100 TCGA 1 100 100 0.0 0.0025 50 6460 -67 1826.8675080657151 1828.1058024497488 100 TCGA 1 100 100 0.0 0.0025 50 6460 -68 1826.6230215589335 1827.992429800369 100 TCGA 1 100 100 0.0 0.0025 50 6460 -69 1826.3340664001457 1826.834526023673 100 TCGA 1 100 100 0.0 0.0025 50 6460 -70 1826.2150643186146 1827.1808302989557 100 TCGA 1 100 100 0.0 0.0025 50 6460 -71 1826.1869400898145 1828.6450502021828 100 TCGA 1 100 100 0.0 0.0025 50 6460 -72 1825.8892159933011 1826.498730836801 100 TCGA 1 100 100 0.0 0.0025 50 6460 -73 1825.5898715050203 1825.7550202182788 100 TCGA 1 100 100 0.0 0.0025 50 6460 -74 1825.513510168284 1827.0458260540986 100 TCGA 1 100 100 0.0 0.0025 50 6460 -75 1825.4424377638975 1826.3172251639055 100 TCGA 1 100 100 0.0 0.0025 50 6460 -76 1825.3286483258803 1825.644162585388 100 TCGA 1 100 100 0.0 0.0025 50 6460 -77 1824.9964701255153 1825.3646111416458 100 TCGA 1 100 100 0.0 0.0025 50 6460 -78 1824.909748140836 1826.0376964166535 100 TCGA 1 100 100 0.0 0.0025 50 6460 -79 1824.822088235403 1825.861928661864 100 TCGA 1 100 100 0.0 0.0025 50 6460 -80 1824.4739832179278 1825.9407173808495 100 TCGA 1 100 100 0.0 0.0025 50 6460 -81 1824.4549821337787 1825.678452688246 100 TCGA 1 100 100 0.0 0.0025 50 6460 -82 1824.2814069786884 1824.9290820557867 100 TCGA 1 100 100 0.0 0.0025 50 6460 -83 1824.1774349832178 1825.0224548033134 100 TCGA 1 100 100 0.0 0.0025 50 6460 -84 1823.981000428275 1824.728207075416 100 TCGA 1 100 100 0.0 0.0025 50 6460 -85 1823.9406448331897 1825.5593623635757 100 TCGA 1 100 100 0.0 0.0025 50 6460 -86 1824.1314793733736 1825.003949189306 100 TCGA 1 100 100 0.0 0.0025 50 6460 -87 1823.7992938833986 1824.5453598559202 100 TCGA 1 100 100 0.0 0.0025 50 6460 -88 1823.788040769168 1825.0445568909 100 TCGA 1 100 100 0.0 0.0025 50 6460 -89 1823.4124483350586 1824.6730785274026 100 TCGA 1 100 100 0.0 0.0025 50 6460 -90 1823.8154851702895 1824.2237297326476 100 TCGA 1 100 100 0.0 0.0025 50 6460 -91 1823.2141703126526 1824.321911069017 100 TCGA 1 100 100 0.0 0.0025 50 6460 -92 1823.4901047153178 1824.3538137464668 100 TCGA 1 100 100 0.0 0.0025 50 6460 -93 1823.1977707609187 1823.8689866569173 100 TCGA 1 100 100 0.0 0.0025 50 6460 -94 1822.8396303483664 1824.0119371270414 100 TCGA 1 100 100 0.0 0.0025 50 6460 -95 1823.3531812839656 1824.7353797797582 100 TCGA 1 100 100 0.0 0.0025 50 6460 -96 1823.1295388110289 1823.549653173092 100 TCGA 1 100 100 0.0 0.0025 50 6460 -97 1822.8956690287002 1823.5042460839354 100 TCGA 1 100 100 0.0 0.0025 50 6460 -98 1823.2603096887992 1824.6503519796247 100 TCGA 1 100 100 0.0 0.0025 50 6460 -99 1822.700652773006 1823.0327626904052 100 TCGA 1 100 100 0.0 0.0025 50 6460 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index 2a94e63ee..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2722.469150301787 3381.412687215374 100 TCGA 1 100 100 1.0 0.0025 50 4571 -1 2020.2678813319053 2779.17778467533 100 TCGA 1 100 100 1.0 0.0025 50 4571 -2 1968.186442270757 2006.3226919509657 100 TCGA 1 100 100 1.0 0.0025 50 4571 -3 1941.8228663978784 1962.490205544323 100 TCGA 1 100 100 1.0 0.0025 50 4571 -4 1924.3287144910146 1936.5623675015704 100 TCGA 1 100 100 1.0 0.0025 50 4571 -5 1915.555646049669 1912.48253597087 100 TCGA 1 100 100 1.0 0.0025 50 4571 -6 1905.608972749775 1906.427964406996 100 TCGA 1 100 100 1.0 0.0025 50 4571 -7 1898.513997114241 1895.4250887003377 100 TCGA 1 100 100 1.0 0.0025 50 4571 -8 1891.7702605107731 1887.6052933122644 100 TCGA 1 100 100 1.0 0.0025 50 4571 -9 1886.9151976762412 1880.4221485847204 100 TCGA 1 100 100 1.0 0.0025 50 4571 -10 1882.5569985516702 1880.231652034587 100 TCGA 1 100 100 1.0 0.0025 50 4571 -11 1878.3417689700998 1876.7735006821215 100 TCGA 1 100 100 1.0 0.0025 50 4571 -12 1874.7834021381693 1870.2016558623195 100 TCGA 1 100 100 1.0 0.0025 50 4571 -13 1872.1442440393607 1869.318489419755 100 TCGA 1 100 100 1.0 0.0025 50 4571 -14 1868.9037600326835 1864.806902554766 100 TCGA 1 100 100 1.0 0.0025 50 4571 -15 1866.5292096313108 1865.428197506085 100 TCGA 1 100 100 1.0 0.0025 50 4571 -16 1864.4524234124947 1861.444015119543 100 TCGA 1 100 100 1.0 0.0025 50 4571 -17 1862.2512063282863 1857.7078231734847 100 TCGA 1 100 100 1.0 0.0025 50 4571 -18 1859.649714285434 1856.129453419441 100 TCGA 1 100 100 1.0 0.0025 50 4571 -19 1857.8035088177305 1855.31058797405 100 TCGA 1 100 100 1.0 0.0025 50 4571 -20 1856.3689745308925 1855.8074129190877 100 TCGA 1 100 100 1.0 0.0025 50 4571 -21 1854.4898465541155 1852.6645176566426 100 TCGA 1 100 100 1.0 0.0025 50 4571 -22 1853.7216517962254 1851.0373099629005 100 TCGA 1 100 100 1.0 0.0025 50 4571 -23 1852.0707128426634 1850.1211139928157 100 TCGA 1 100 100 1.0 0.0025 50 4571 -24 1850.6914683820041 1848.2540921158527 100 TCGA 1 100 100 1.0 0.0025 50 4571 -25 1849.2989788359864 1847.1672829479428 100 TCGA 1 100 100 1.0 0.0025 50 4571 -26 1848.2843611374778 1846.625160102269 100 TCGA 1 100 100 1.0 0.0025 50 4571 -27 1847.5117593538098 1844.7641577025754 100 TCGA 1 100 100 1.0 0.0025 50 4571 -28 1845.9580512504012 1844.108811881674 100 TCGA 1 100 100 1.0 0.0025 50 4571 -29 1844.875910097606 1842.7711292055983 100 TCGA 1 100 100 1.0 0.0025 50 4571 -30 1844.4625745148035 1841.9650805296012 100 TCGA 1 100 100 1.0 0.0025 50 4571 -31 1843.3390372466104 1842.0025278982805 100 TCGA 1 100 100 1.0 0.0025 50 4571 -32 1842.4266581424101 1840.6588061155387 100 TCGA 1 100 100 1.0 0.0025 50 4571 -33 1841.7245192972196 1840.12458471557 100 TCGA 1 100 100 1.0 0.0025 50 4571 -34 1840.7117355011153 1838.165995995603 100 TCGA 1 100 100 1.0 0.0025 50 4571 -35 1840.0770725574273 1838.6496839667086 100 TCGA 1 100 100 1.0 0.0025 50 4571 -36 1839.3735192417366 1837.6643784106077 100 TCGA 1 100 100 1.0 0.0025 50 4571 -37 1838.8081696990719 1836.4430526656722 100 TCGA 1 100 100 1.0 0.0025 50 4571 -38 1838.0070038029146 1837.2502435272063 100 TCGA 1 100 100 1.0 0.0025 50 4571 -39 1837.6795090884953 1836.5224204518688 100 TCGA 1 100 100 1.0 0.0025 50 4571 -40 1836.8511665719789 1835.167601312225 100 TCGA 1 100 100 1.0 0.0025 50 4571 -41 1836.1898134497476 1834.550291128494 100 TCGA 1 100 100 1.0 0.0025 50 4571 -42 1835.4589905064477 1835.1029218357412 100 TCGA 1 100 100 1.0 0.0025 50 4571 -43 1835.4488606870752 1834.8133759618404 100 TCGA 1 100 100 1.0 0.0025 50 4571 -44 1834.6083458705543 1833.0943677125863 100 TCGA 1 100 100 1.0 0.0025 50 4571 -45 1834.0481225316155 1832.485347881988 100 TCGA 1 100 100 1.0 0.0025 50 4571 -46 1834.1019884721152 1832.281711904248 100 TCGA 1 100 100 1.0 0.0025 50 4571 -47 1833.212583303212 1831.4389973549387 100 TCGA 1 100 100 1.0 0.0025 50 4571 -48 1832.7739831716012 1830.8573856832993 100 TCGA 1 100 100 1.0 0.0025 50 4571 -49 1832.5005488735794 1830.9857637798366 100 TCGA 1 100 100 1.0 0.0025 50 4571 -50 1831.6592875192282 1830.611877134697 100 TCGA 1 100 100 1.0 0.0025 50 4571 -51 1831.7703146310187 1829.9904343494818 100 TCGA 1 100 100 1.0 0.0025 50 4571 -52 1831.5089270337005 1830.793966782153 100 TCGA 1 100 100 1.0 0.0025 50 4571 -53 1831.0330781933453 1829.0140074150047 100 TCGA 1 100 100 1.0 0.0025 50 4571 -54 1830.3492674990976 1829.1936151705795 100 TCGA 1 100 100 1.0 0.0025 50 4571 -55 1830.370710779772 1828.9094477514525 100 TCGA 1 100 100 1.0 0.0025 50 4571 -56 1829.8660970560766 1828.1275094957207 100 TCGA 1 100 100 1.0 0.0025 50 4571 -57 1829.5637122008507 1828.4730328890546 100 TCGA 1 100 100 1.0 0.0025 50 4571 -58 1829.1489004243072 1827.9317590148005 100 TCGA 1 100 100 1.0 0.0025 50 4571 -59 1829.1295739510374 1827.7775388171326 100 TCGA 1 100 100 1.0 0.0025 50 4571 -60 1828.7286294791725 1827.35178149046 100 TCGA 1 100 100 1.0 0.0025 50 4571 -61 1828.6636002160885 1828.4178951397614 100 TCGA 1 100 100 1.0 0.0025 50 4571 -62 1828.223439263132 1826.84130859375 100 TCGA 1 100 100 1.0 0.0025 50 4571 -63 1827.9214112036648 1826.9484421619818 100 TCGA 1 100 100 1.0 0.0025 50 4571 -64 1828.00904591566 1825.961874803706 100 TCGA 1 100 100 1.0 0.0025 50 4571 -65 1827.2810853093126 1826.0461971723853 100 TCGA 1 100 100 1.0 0.0025 50 4571 -66 1827.4513354347757 1826.7317514084093 100 TCGA 1 100 100 1.0 0.0025 50 4571 -67 1826.9998405006052 1824.8766887415593 100 TCGA 1 100 100 1.0 0.0025 50 4571 -68 1827.0996176047654 1825.5586968043342 100 TCGA 1 100 100 1.0 0.0025 50 4571 -69 1826.7031855242024 1826.371072280347 100 TCGA 1 100 100 1.0 0.0025 50 4571 -70 1826.410933227062 1824.60971728761 100 TCGA 1 100 100 1.0 0.0025 50 4571 -71 1826.2310358407922 1825.503022313717 100 TCGA 1 100 100 1.0 0.0025 50 4571 -72 1826.232436944736 1825.1714143225895 100 TCGA 1 100 100 1.0 0.0025 50 4571 -73 1826.017379656848 1824.038871726798 100 TCGA 1 100 100 1.0 0.0025 50 4571 -74 1825.8545945963033 1824.1881833483826 100 TCGA 1 100 100 1.0 0.0025 50 4571 -75 1825.754781125845 1824.2861794323178 100 TCGA 1 100 100 1.0 0.0025 50 4571 -76 1825.438839094569 1824.0955460898242 100 TCGA 1 100 100 1.0 0.0025 50 4571 -77 1825.3229185833118 1823.852343381949 100 TCGA 1 100 100 1.0 0.0025 50 4571 -78 1825.3111724053022 1824.2573444615657 100 TCGA 1 100 100 1.0 0.0025 50 4571 -79 1825.2188193671125 1823.104379931886 100 TCGA 1 100 100 1.0 0.0025 50 4571 -80 1825.0655653560011 1823.0226228800252 100 TCGA 1 100 100 1.0 0.0025 50 4571 -81 1824.7285659164972 1823.0646310164102 100 TCGA 1 100 100 1.0 0.0025 50 4571 -82 1824.6539612531742 1822.7203442750863 100 TCGA 1 100 100 1.0 0.0025 50 4571 -83 1824.4409483398547 1822.8087974049938 100 TCGA 1 100 100 1.0 0.0025 50 4571 -84 1824.1226331112787 1823.586463199788 100 TCGA 1 100 100 1.0 0.0025 50 4571 -85 1824.622878532695 1822.8378470722755 100 TCGA 1 100 100 1.0 0.0025 50 4571 -86 1824.5251951953212 1822.270258151107 100 TCGA 1 100 100 1.0 0.0025 50 4571 -87 1824.00290240937 1822.2037102013976 100 TCGA 1 100 100 1.0 0.0025 50 4571 -88 1823.7306804348282 1823.2544669146514 100 TCGA 1 100 100 1.0 0.0025 50 4571 -89 1823.87144050381 1822.6726528148556 100 TCGA 1 100 100 1.0 0.0025 50 4571 -90 1823.9871392065372 1822.6204294175957 100 TCGA 1 100 100 1.0 0.0025 50 4571 -91 1823.9428253122733 1822.0803750196294 100 TCGA 1 100 100 1.0 0.0025 50 4571 -92 1823.49368691149 1822.5268965678 100 TCGA 1 100 100 1.0 0.0025 50 4571 -93 1823.531740175186 1822.1848941975502 100 TCGA 1 100 100 1.0 0.0025 50 4571 -94 1823.133544363232 1822.1307765634815 100 TCGA 1 100 100 1.0 0.0025 50 4571 -95 1823.4053133464124 1822.3741228113222 100 TCGA 1 100 100 1.0 0.0025 50 4571 -96 1823.3319608746049 1822.128802582247 100 TCGA 1 100 100 1.0 0.0025 50 4571 -97 1823.1597078912878 1821.925086246663 100 TCGA 1 100 100 1.0 0.0025 50 4571 -98 1822.798752544687 1821.8399247212626 100 TCGA 1 100 100 1.0 0.0025 50 4571 -99 1822.8805827104509 1822.4634101906015 100 TCGA 1 100 100 1.0 0.0025 50 4571 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 929303939..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2715.1768853466137 3523.3495014133164 100 TCGA 1 50 100 0.5 0.0025 50 2062 -1 2016.0513740656218 2265.4806711781566 100 TCGA 1 50 100 0.5 0.0025 50 2062 -2 1965.9224753913663 2090.193781407035 100 TCGA 1 50 100 0.5 0.0025 50 2062 -3 1940.2682965126724 1957.2187825111887 100 TCGA 1 50 100 0.5 0.0025 50 2062 -4 1924.6463586121934 1927.6387970124058 100 TCGA 1 50 100 0.5 0.0025 50 2062 -5 1912.3618355091162 1911.0156937028894 100 TCGA 1 50 100 0.5 0.0025 50 2062 -6 1905.9463934878684 1928.9514203095555 100 TCGA 1 50 100 0.5 0.0025 50 2062 -7 1897.296106743219 1893.3396345742383 100 TCGA 1 50 100 0.5 0.0025 50 2062 -8 1891.7419171849058 1889.8775401666535 100 TCGA 1 50 100 0.5 0.0025 50 2062 -9 1887.0046250736864 1884.5962668567447 100 TCGA 1 50 100 0.5 0.0025 50 2062 -10 1882.2419869062796 1879.619089097833 100 TCGA 1 50 100 0.5 0.0025 50 2062 -11 1878.6216550227293 1873.9260579018137 100 TCGA 1 50 100 0.5 0.0025 50 2062 -12 1875.423198289059 1872.728075803824 100 TCGA 1 50 100 0.5 0.0025 50 2062 -13 1871.7879920582218 1872.1570989714196 100 TCGA 1 50 100 0.5 0.0025 50 2062 -14 1868.7324387160431 1866.8215105066347 100 TCGA 1 50 100 0.5 0.0025 50 2062 -15 1866.210969247274 1864.0955957767353 100 TCGA 1 50 100 0.5 0.0025 50 2062 -16 1863.8304717503217 1861.505014697511 100 TCGA 1 50 100 0.5 0.0025 50 2062 -17 1861.8642924892436 1862.7193241598618 100 TCGA 1 50 100 0.5 0.0025 50 2062 -18 1859.8553677718678 1858.623977431101 100 TCGA 1 50 100 0.5 0.0025 50 2062 -19 1857.9430259332446 1858.618274477858 100 TCGA 1 50 100 0.5 0.0025 50 2062 -20 1856.0636002951162 1854.4660564786825 100 TCGA 1 50 100 0.5 0.0025 50 2062 -21 1854.9061456018826 1854.478909439777 100 TCGA 1 50 100 0.5 0.0025 50 2062 -22 1853.0739010183763 1852.5230995063207 100 TCGA 1 50 100 0.5 0.0025 50 2062 -23 1852.1201525727663 1851.525725551586 100 TCGA 1 50 100 0.5 0.0025 50 2062 -24 1850.5868510039659 1848.3308737289965 100 TCGA 1 50 100 0.5 0.0025 50 2062 -25 1849.121716023822 1849.4638647338254 100 TCGA 1 50 100 0.5 0.0025 50 2062 -26 1848.0629449932287 1846.8309596076083 100 TCGA 1 50 100 0.5 0.0025 50 2062 -27 1846.8338466899338 1846.024920132891 100 TCGA 1 50 100 0.5 0.0025 50 2062 -28 1845.6779942802584 1846.748578095556 100 TCGA 1 50 100 0.5 0.0025 50 2062 -29 1845.0237647421804 1842.9063420127984 100 TCGA 1 50 100 0.5 0.0025 50 2062 -30 1843.609891676666 1842.9523839902638 100 TCGA 1 50 100 0.5 0.0025 50 2062 -31 1843.2616646161289 1841.5747242069724 100 TCGA 1 50 100 0.5 0.0025 50 2062 -32 1841.951679749632 1840.5673374195194 100 TCGA 1 50 100 0.5 0.0025 50 2062 -33 1841.7100201264093 1840.5441225904915 100 TCGA 1 50 100 0.5 0.0025 50 2062 -34 1840.40823924604 1839.1943040397298 100 TCGA 1 50 100 0.5 0.0025 50 2062 -35 1840.1261131847818 1839.660607112712 100 TCGA 1 50 100 0.5 0.0025 50 2062 -36 1839.1320921775152 1837.8666710014918 100 TCGA 1 50 100 0.5 0.0025 50 2062 -37 1838.7801635483304 1838.948612692368 100 TCGA 1 50 100 0.5 0.0025 50 2062 -38 1837.7823232213677 1838.9127620524498 100 TCGA 1 50 100 0.5 0.0025 50 2062 -39 1837.517704460075 1837.511665382577 100 TCGA 1 50 100 0.5 0.0025 50 2062 -40 1836.9159460126295 1836.2516807671168 100 TCGA 1 50 100 0.5 0.0025 50 2062 -41 1835.8840226434095 1835.7187684025596 100 TCGA 1 50 100 0.5 0.0025 50 2062 -42 1835.4883288436602 1834.678515256949 100 TCGA 1 50 100 0.5 0.0025 50 2062 -43 1835.1259708398154 1836.6557071244897 100 TCGA 1 50 100 0.5 0.0025 50 2062 -44 1834.706370007421 1834.461327634265 100 TCGA 1 50 100 0.5 0.0025 50 2062 -45 1834.0604879858504 1835.0135172934988 100 TCGA 1 50 100 0.5 0.0025 50 2062 -46 1833.569045783766 1832.213601577222 100 TCGA 1 50 100 0.5 0.0025 50 2062 -47 1833.0696430004045 1833.6223905170384 100 TCGA 1 50 100 0.5 0.0025 50 2062 -48 1832.7449996817097 1833.2520206010522 100 TCGA 1 50 100 0.5 0.0025 50 2062 -49 1832.446044022596 1831.688617035372 100 TCGA 1 50 100 0.5 0.0025 50 2062 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index 80311db1f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2723.023755981023 3320.390210328989 100 TCGA 1 50 100 0.0 0.0025 50 7105 -1 2012.4281673642165 2481.028617207129 100 TCGA 1 50 100 0.0 0.0025 50 7105 -2 1964.7719312621648 2034.9014837370446 100 TCGA 1 50 100 0.0 0.0025 50 7105 -3 1942.246394776835 1978.255128793381 100 TCGA 1 50 100 0.0 0.0025 50 7105 -4 1925.429800686526 1928.508167055983 100 TCGA 1 50 100 0.0 0.0025 50 7105 -5 1912.7100752004358 1941.772646189934 100 TCGA 1 50 100 0.0 0.0025 50 7105 -6 1904.9834093242262 1904.868581187186 100 TCGA 1 50 100 0.0 0.0025 50 7105 -7 1897.7903103041242 1908.389484654719 100 TCGA 1 50 100 0.0 0.0025 50 7105 -8 1891.2253563760953 1889.399169921875 100 TCGA 1 50 100 0.0 0.0025 50 7105 -9 1885.687758433711 1887.317215349207 100 TCGA 1 50 100 0.0 0.0025 50 7105 -10 1881.5292486409442 1886.0356273555276 100 TCGA 1 50 100 0.0 0.0025 50 7105 -11 1876.9723703474028 1874.256527387916 100 TCGA 1 50 100 0.0 0.0025 50 7105 -12 1875.1862489393957 1874.5345440581816 100 TCGA 1 50 100 0.0 0.0025 50 7105 -13 1871.2397970120173 1872.8232421875 100 TCGA 1 50 100 0.0 0.0025 50 7105 -14 1868.6805781677294 1867.0910570921012 100 TCGA 1 50 100 0.0 0.0025 50 7105 -15 1865.6734726372833 1866.2291063471655 100 TCGA 1 50 100 0.0 0.0025 50 7105 -16 1863.8976344165958 1864.389807312932 100 TCGA 1 50 100 0.0 0.0025 50 7105 -17 1861.1470254003264 1862.3749184153187 100 TCGA 1 50 100 0.0 0.0025 50 7105 -18 1859.15642857501 1864.773273717219 100 TCGA 1 50 100 0.0 0.0025 50 7105 -19 1857.6642880964018 1858.421191038199 100 TCGA 1 50 100 0.0 0.0025 50 7105 -20 1856.1259083671753 1856.3620188344064 100 TCGA 1 50 100 0.0 0.0025 50 7105 -21 1854.2936726402047 1854.350628876806 100 TCGA 1 50 100 0.0 0.0025 50 7105 -22 1852.6723431428504 1853.107058117737 100 TCGA 1 50 100 0.0 0.0025 50 7105 -23 1851.1558312221168 1851.1216789513976 100 TCGA 1 50 100 0.0 0.0025 50 7105 -24 1849.7863643632188 1849.6865584023633 100 TCGA 1 50 100 0.0 0.0025 50 7105 -25 1848.5597728274074 1849.0865116598618 100 TCGA 1 50 100 0.0 0.0025 50 7105 -26 1847.631244171037 1848.582961806101 100 TCGA 1 50 100 0.0 0.0025 50 7105 -27 1846.3053962817376 1847.193703502866 100 TCGA 1 50 100 0.0 0.0025 50 7105 -28 1845.4929759769332 1848.5117567819566 100 TCGA 1 50 100 0.0 0.0025 50 7105 -29 1844.5750307035653 1844.1943156946843 100 TCGA 1 50 100 0.0 0.0025 50 7105 -30 1843.431140189858 1844.3851864301978 100 TCGA 1 50 100 0.0 0.0025 50 7105 -31 1842.5957881886188 1843.5135700475032 100 TCGA 1 50 100 0.0 0.0025 50 7105 -32 1841.8569298195032 1842.5559946951555 100 TCGA 1 50 100 0.0 0.0025 50 7105 -33 1840.7027782870664 1842.108081300055 100 TCGA 1 50 100 0.0 0.0025 50 7105 -34 1840.315246684222 1840.8102610219064 100 TCGA 1 50 100 0.0 0.0025 50 7105 -35 1839.560360519864 1842.1861566131438 100 TCGA 1 50 100 0.0 0.0025 50 7105 -36 1838.898580076599 1838.7704476974718 100 TCGA 1 50 100 0.0 0.0025 50 7105 -37 1838.0582395294493 1840.04038135011 100 TCGA 1 50 100 0.0 0.0025 50 7105 -38 1837.0544568894363 1838.155194919912 100 TCGA 1 50 100 0.0 0.0025 50 7105 -39 1836.5262002349898 1837.670668405504 100 TCGA 1 50 100 0.0 0.0025 50 7105 -40 1836.0029213896073 1836.6940967042242 100 TCGA 1 50 100 0.0 0.0025 50 7105 -41 1835.6698160189605 1839.4635402353565 100 TCGA 1 50 100 0.0 0.0025 50 7105 -42 1835.0595850279747 1838.1056724049938 100 TCGA 1 50 100 0.0 0.0025 50 7105 -43 1834.5169810718664 1837.3142648054727 100 TCGA 1 50 100 0.0 0.0025 50 7105 -44 1834.0915463985457 1835.12473991049 100 TCGA 1 50 100 0.0 0.0025 50 7105 -45 1833.8811237221519 1835.6150025027482 100 TCGA 1 50 100 0.0 0.0025 50 7105 -46 1833.3518475578198 1834.0094564619974 100 TCGA 1 50 100 0.0 0.0025 50 7105 -47 1832.533484844587 1833.124208689934 100 TCGA 1 50 100 0.0 0.0025 50 7105 -48 1832.5248020605152 1833.3923082207914 100 TCGA 1 50 100 0.0 0.0025 50 7105 -49 1831.7334875478743 1833.6858977504712 100 TCGA 1 50 100 0.0 0.0025 50 7105 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index e8d885f96..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2715.740455911021 3287.9927408036274 100 TCGA 1 50 100 1.0 0.0025 50 9208 -1 2011.7458518166961 2197.073696117305 100 TCGA 1 50 100 1.0 0.0025 50 9208 -2 1965.5504969688302 2041.2989152304492 100 TCGA 1 50 100 1.0 0.0025 50 9208 -3 1941.7144419085382 1954.8293487702183 100 TCGA 1 50 100 1.0 0.0025 50 9208 -4 1926.0868346806894 1921.4905735955167 100 TCGA 1 50 100 1.0 0.0025 50 9208 -5 1913.1674875812294 1956.0853381899733 100 TCGA 1 50 100 1.0 0.0025 50 9208 -6 1904.812328183208 1914.9914152059123 100 TCGA 1 50 100 1.0 0.0025 50 9208 -7 1898.5030064941025 1894.818959911864 100 TCGA 1 50 100 1.0 0.0025 50 9208 -8 1891.3185561399719 1892.160993566465 100 TCGA 1 50 100 1.0 0.0025 50 9208 -9 1887.3271646653984 1880.3362129249765 100 TCGA 1 50 100 1.0 0.0025 50 9208 -10 1882.423215593367 1877.102105988929 100 TCGA 1 50 100 1.0 0.0025 50 9208 -11 1878.5335621417055 1873.9421681159704 100 TCGA 1 50 100 1.0 0.0025 50 9208 -12 1875.0004392160424 1868.5766846929962 100 TCGA 1 50 100 1.0 0.0025 50 9208 -13 1872.200935855137 1867.4507394148477 100 TCGA 1 50 100 1.0 0.0025 50 9208 -14 1869.302297557035 1864.5072659439777 100 TCGA 1 50 100 1.0 0.0025 50 9208 -15 1866.973820094166 1866.2343480095792 100 TCGA 1 50 100 1.0 0.0025 50 9208 -16 1864.6324684712781 1860.185999577968 100 TCGA 1 50 100 1.0 0.0025 50 9208 -17 1861.9351321166216 1858.5069414455088 100 TCGA 1 50 100 1.0 0.0025 50 9208 -18 1859.8674759369287 1854.431851027599 100 TCGA 1 50 100 1.0 0.0025 50 9208 -19 1858.1541374709832 1854.5870876599795 100 TCGA 1 50 100 1.0 0.0025 50 9208 -20 1857.2144069456604 1852.2527579302764 100 TCGA 1 50 100 1.0 0.0025 50 9208 -21 1854.6617099043647 1850.360185939463 100 TCGA 1 50 100 1.0 0.0025 50 9208 -22 1853.1708551494787 1855.1664370436165 100 TCGA 1 50 100 1.0 0.0025 50 9208 -23 1852.1026393457348 1848.0236178450848 100 TCGA 1 50 100 1.0 0.0025 50 9208 -24 1850.7744174279835 1847.4332913346027 100 TCGA 1 50 100 1.0 0.0025 50 9208 -25 1849.41494124547 1846.4740401224874 100 TCGA 1 50 100 1.0 0.0025 50 9208 -26 1847.9409612703967 1845.2386652500786 100 TCGA 1 50 100 1.0 0.0025 50 9208 -27 1847.3466922229043 1844.0140969741285 100 TCGA 1 50 100 1.0 0.0025 50 9208 -28 1845.9939276866314 1842.2961971723853 100 TCGA 1 50 100 1.0 0.0025 50 9208 -29 1844.9075953213946 1841.7129538071215 100 TCGA 1 50 100 1.0 0.0025 50 9208 -30 1844.230748139637 1841.0006496103565 100 TCGA 1 50 100 1.0 0.0025 50 9208 -31 1843.2211267262887 1841.953942687068 100 TCGA 1 50 100 1.0 0.0025 50 9208 -32 1842.9581848750863 1839.3869156573885 100 TCGA 1 50 100 1.0 0.0025 50 9208 -33 1841.684311783411 1838.2354527765783 100 TCGA 1 50 100 1.0 0.0025 50 9208 -34 1840.7428433060286 1838.9138570047503 100 TCGA 1 50 100 1.0 0.0025 50 9208 -35 1840.112452346388 1836.9489132675094 100 TCGA 1 50 100 1.0 0.0025 50 9208 -36 1839.3719200102769 1836.65662418538 100 TCGA 1 50 100 1.0 0.0025 50 9208 -37 1838.9369999054938 1837.3287427125863 100 TCGA 1 50 100 1.0 0.0025 50 9208 -38 1837.9572209297432 1835.1527755967336 100 TCGA 1 50 100 1.0 0.0025 50 9208 -39 1837.4176716472916 1834.3336966816505 100 TCGA 1 50 100 1.0 0.0025 50 9208 -40 1836.6523332856625 1834.237775179609 100 TCGA 1 50 100 1.0 0.0025 50 9208 -41 1836.2742782168682 1832.9280723686793 100 TCGA 1 50 100 1.0 0.0025 50 9208 -42 1836.0521607439969 1834.090105679766 100 TCGA 1 50 100 1.0 0.0025 50 9208 -43 1835.1957729308517 1832.4072897446215 100 TCGA 1 50 100 1.0 0.0025 50 9208 -44 1834.508313398407 1832.3011155631673 100 TCGA 1 50 100 1.0 0.0025 50 9208 -45 1834.3484011527776 1831.3922585338803 100 TCGA 1 50 100 1.0 0.0025 50 9208 -46 1833.9575186455963 1832.1110729428392 100 TCGA 1 50 100 1.0 0.0025 50 9208 -47 1833.2555069802581 1831.4004016665358 100 TCGA 1 50 100 1.0 0.0025 50 9208 -48 1832.9535578529621 1832.7462477180827 100 TCGA 1 50 100 1.0 0.0025 50 9208 -49 1832.3976158314963 1832.167646091787 100 TCGA 1 50 100 1.0 0.0025 50 9208 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 74077ebb7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2985.7346852785086 4756.555602720635 150 TCGA 1 100 100 0.5 0.0025 50 3210 -1 2056.065724487509 2882.1948880142904 150 TCGA 1 100 100 0.5 0.0025 50 3210 -2 1994.0365888150839 2316.3964782408134 150 TCGA 1 100 100 0.5 0.0025 50 3210 -3 1966.462214503441 2118.4276092375944 150 TCGA 1 100 100 0.5 0.0025 50 3210 -4 1946.223232360833 2033.7385885727465 150 TCGA 1 100 100 0.5 0.0025 50 3210 -5 1933.94462565522 1933.9277135187658 150 TCGA 1 100 100 0.5 0.0025 50 3210 -6 1926.1447665749656 1939.4569944448806 150 TCGA 1 100 100 0.5 0.0025 50 3210 -7 1915.524385816964 1920.9875715246153 150 TCGA 1 100 100 0.5 0.0025 50 3210 -8 1910.0029425090386 1908.6904732402245 150 TCGA 1 100 100 0.5 0.0025 50 3210 -9 1905.3218867969056 1909.0201974226602 150 TCGA 1 100 100 0.5 0.0025 50 3210 -10 1899.2113722332729 1900.690114390311 150 TCGA 1 100 100 0.5 0.0025 50 3210 -11 1894.402049236125 1895.739411167164 150 TCGA 1 100 100 0.5 0.0025 50 3210 -12 1891.7764655359224 1898.8306596458856 150 TCGA 1 100 100 0.5 0.0025 50 3210 -13 1886.1660491572065 1887.6746096203674 150 TCGA 1 100 100 0.5 0.0025 50 3210 -14 1883.3729911605778 1886.9895596144786 150 TCGA 1 100 100 0.5 0.0025 50 3210 -15 1880.6427889786762 1881.7750685802057 150 TCGA 1 100 100 0.5 0.0025 50 3210 -16 1878.1498575841813 1882.7740938579616 150 TCGA 1 100 100 0.5 0.0025 50 3210 -17 1874.8876167345904 1877.1587104222283 150 TCGA 1 100 100 0.5 0.0025 50 3210 -18 1872.7411708242062 1876.5815509431925 150 TCGA 1 100 100 0.5 0.0025 50 3210 -19 1870.9135640269212 1873.6714646229193 150 TCGA 1 100 100 0.5 0.0025 50 3210 -20 1869.2469677401914 1878.8969542536904 150 TCGA 1 100 100 0.5 0.0025 50 3210 -21 1865.8648059094294 1867.723882473893 150 TCGA 1 100 100 0.5 0.0025 50 3210 -22 1864.69823893102 1865.911057975424 150 TCGA 1 100 100 0.5 0.0025 50 3210 -23 1863.4144164616673 1864.5275750088333 150 TCGA 1 100 100 0.5 0.0025 50 3210 -24 1861.388497087862 1867.8544897338254 150 TCGA 1 100 100 0.5 0.0025 50 3210 -25 1860.205818177121 1862.963821181101 150 TCGA 1 100 100 0.5 0.0025 50 3210 -26 1858.7559330886277 1862.3026123046875 150 TCGA 1 100 100 0.5 0.0025 50 3210 -27 1857.7658924401264 1861.1169335446766 150 TCGA 1 100 100 0.5 0.0025 50 3210 -28 1856.4317802176276 1858.3817684614478 150 TCGA 1 100 100 0.5 0.0025 50 3210 -29 1854.9853870703953 1860.1054442132538 150 TCGA 1 100 100 0.5 0.0025 50 3210 -30 1853.5548452144621 1855.3986337939698 150 TCGA 1 100 100 0.5 0.0025 50 3210 -31 1852.6487527926702 1855.6246190670147 150 TCGA 1 100 100 0.5 0.0025 50 3210 -32 1852.1134434608573 1854.051665186283 150 TCGA 1 100 100 0.5 0.0025 50 3210 -33 1851.064794087998 1854.102125618326 150 TCGA 1 100 100 0.5 0.0025 50 3210 -34 1849.5608243707009 1851.8593596645337 150 TCGA 1 100 100 0.5 0.0025 50 3210 -35 1848.9959843922225 1851.7343326741127 150 TCGA 1 100 100 0.5 0.0025 50 3210 -36 1847.7581944619455 1851.0269505486417 150 TCGA 1 100 100 0.5 0.0025 50 3210 -37 1847.2777544616229 1849.1310084357333 150 TCGA 1 100 100 0.5 0.0025 50 3210 -38 1846.2463252189664 1849.3816672473697 150 TCGA 1 100 100 0.5 0.0025 50 3210 -39 1844.9141472093575 1848.948088832836 150 TCGA 1 100 100 0.5 0.0025 50 3210 -40 1844.5562387562873 1846.758881688717 150 TCGA 1 100 100 0.5 0.0025 50 3210 -41 1843.8661986882298 1848.7819045177057 150 TCGA 1 100 100 0.5 0.0025 50 3210 -42 1843.1827142142547 1846.0221149693782 150 TCGA 1 100 100 0.5 0.0025 50 3210 -43 1842.6238810652826 1845.233467753808 150 TCGA 1 100 100 0.5 0.0025 50 3210 -44 1842.0477410193093 1844.7539620710977 150 TCGA 1 100 100 0.5 0.0025 50 3210 -45 1841.5027826826333 1845.7906034076634 150 TCGA 1 100 100 0.5 0.0025 50 3210 -46 1841.005421003735 1842.5980574258008 150 TCGA 1 100 100 0.5 0.0025 50 3210 -47 1840.5833437340855 1842.3992281966473 150 TCGA 1 100 100 0.5 0.0025 50 3210 -48 1839.711715716977 1842.8926713646356 150 TCGA 1 100 100 0.5 0.0025 50 3210 -49 1839.220873579248 1842.0461898113615 150 TCGA 1 100 100 0.5 0.0025 50 3210 -50 1838.638699371137 1841.024672311754 150 TCGA 1 100 100 0.5 0.0025 50 3210 -51 1838.1580261441663 1841.5768644246623 150 TCGA 1 100 100 0.5 0.0025 50 3210 -52 1837.4510594787496 1840.2107350718436 150 TCGA 1 100 100 0.5 0.0025 50 3210 -53 1836.9015329682225 1840.09584911864 150 TCGA 1 100 100 0.5 0.0025 50 3210 -54 1836.489623015155 1839.9811361494974 150 TCGA 1 100 100 0.5 0.0025 50 3210 -55 1836.1035111694812 1839.013682303117 150 TCGA 1 100 100 0.5 0.0025 50 3210 -56 1835.5166903731147 1838.7760543439856 150 TCGA 1 100 100 0.5 0.0025 50 3210 -57 1835.0908842566876 1839.2463845104428 150 TCGA 1 100 100 0.5 0.0025 50 3210 -58 1835.2207714293281 1837.82632706992 150 TCGA 1 100 100 0.5 0.0025 50 3210 -59 1834.6473027733982 1838.0824256781957 150 TCGA 1 100 100 0.5 0.0025 50 3210 -60 1834.2860358811233 1836.9491469800173 150 TCGA 1 100 100 0.5 0.0025 50 3210 -61 1833.5852948425204 1836.5934297954616 150 TCGA 1 100 100 0.5 0.0025 50 3210 -62 1833.1519265935442 1835.4909833591787 150 TCGA 1 100 100 0.5 0.0025 50 3210 -63 1832.929393476641 1835.6163330078125 150 TCGA 1 100 100 0.5 0.0025 50 3210 -64 1832.82798269591 1835.802217263073 150 TCGA 1 100 100 0.5 0.0025 50 3210 -65 1832.2353910899 1834.88394425742 150 TCGA 1 100 100 0.5 0.0025 50 3210 -66 1831.7434499378462 1837.020090687814 150 TCGA 1 100 100 0.5 0.0025 50 3210 -67 1831.388225164966 1834.3282820351758 150 TCGA 1 100 100 0.5 0.0025 50 3210 -68 1831.6296202502808 1834.9029927469378 150 TCGA 1 100 100 0.5 0.0025 50 3210 -69 1830.9841675118073 1834.7751599795854 150 TCGA 1 100 100 0.5 0.0025 50 3210 -70 1830.8656771336566 1834.2140886316347 150 TCGA 1 100 100 0.5 0.0025 50 3210 -71 1830.3055241973634 1833.0072309791144 150 TCGA 1 100 100 0.5 0.0025 50 3210 -72 1830.2208329073112 1833.0373473814384 150 TCGA 1 100 100 0.5 0.0025 50 3210 -73 1830.0405410236913 1833.7913419637248 150 TCGA 1 100 100 0.5 0.0025 50 3210 -74 1829.620803936902 1833.1002927233826 150 TCGA 1 100 100 0.5 0.0025 50 3210 -75 1829.5426654749676 1832.4923629377356 150 TCGA 1 100 100 0.5 0.0025 50 3210 -76 1828.8667762706104 1831.7533425182553 150 TCGA 1 100 100 0.5 0.0025 50 3210 -77 1828.6618891197704 1831.5617681915437 150 TCGA 1 100 100 0.5 0.0025 50 3210 -78 1828.7139300689032 1831.29898331992 150 TCGA 1 100 100 0.5 0.0025 50 3210 -79 1828.571253813488 1831.241980777913 150 TCGA 1 100 100 0.5 0.0025 50 3210 -80 1828.4002186038263 1831.369839308849 150 TCGA 1 100 100 0.5 0.0025 50 3210 -81 1828.1863795119825 1831.5084725384736 150 TCGA 1 100 100 0.5 0.0025 50 3210 -82 1827.5861173830524 1831.0326461408606 150 TCGA 1 100 100 0.5 0.0025 50 3210 -83 1827.3781946069203 1829.9127620524498 150 TCGA 1 100 100 0.5 0.0025 50 3210 -84 1827.5228730252923 1831.4632359797033 150 TCGA 1 100 100 0.5 0.0025 50 3210 -85 1827.1429533151022 1830.025882586762 150 TCGA 1 100 100 0.5 0.0025 50 3210 -86 1826.660326636121 1830.1397760285804 150 TCGA 1 100 100 0.5 0.0025 50 3210 -87 1826.8569964206515 1829.572561292792 150 TCGA 1 100 100 0.5 0.0025 50 3210 -88 1826.288416327157 1829.0688255731784 150 TCGA 1 100 100 0.5 0.0025 50 3210 -89 1826.371285405432 1829.4840100159 150 TCGA 1 100 100 0.5 0.0025 50 3210 -90 1826.2255953799295 1829.0399366215845 150 TCGA 1 100 100 0.5 0.0025 50 3210 -91 1825.9054291217717 1830.1243700190405 150 TCGA 1 100 100 0.5 0.0025 50 3210 -92 1825.8760474965381 1829.4983591050957 150 TCGA 1 100 100 0.5 0.0025 50 3210 -93 1825.8747423020627 1828.553007346302 150 TCGA 1 100 100 0.5 0.0025 50 3210 -94 1825.324816743289 1828.6445355439305 150 TCGA 1 100 100 0.5 0.0025 50 3210 -95 1825.489906465173 1829.6402084887327 150 TCGA 1 100 100 0.5 0.0025 50 3210 -96 1825.2841578731714 1828.3933381507145 150 TCGA 1 100 100 0.5 0.0025 50 3210 -97 1824.9222128018962 1828.4245722018295 150 TCGA 1 100 100 0.5 0.0025 50 3210 -98 1824.8436512019382 1829.3114688432397 150 TCGA 1 100 100 0.5 0.0025 50 3210 -99 1824.7718939284605 1827.3939889879082 150 TCGA 1 100 100 0.5 0.0025 50 3210 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index 9d725bfe0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2999.7760941881943 4150.984335741206 150 TCGA 1 100 100 0.0 0.0025 50 7186 -1 2061.2635137790253 2940.610686489086 150 TCGA 1 100 100 0.0 0.0025 50 7186 -2 1993.1942353408801 2393.3081594495916 150 TCGA 1 100 100 0.0 0.0025 50 7186 -3 1963.6559491094195 2104.630977151382 150 TCGA 1 100 100 0.0 0.0025 50 7186 -4 1946.7020624746021 1971.6373395296796 150 TCGA 1 100 100 0.0 0.0025 50 7186 -5 1932.7565355101844 1980.4334127914965 150 TCGA 1 100 100 0.0 0.0025 50 7186 -6 1923.8720666200059 1973.4224424122565 150 TCGA 1 100 100 0.0 0.0025 50 7186 -7 1914.8271222221545 1918.922219127866 150 TCGA 1 100 100 0.0 0.0025 50 7186 -8 1909.2388262812055 1918.8541008263976 150 TCGA 1 100 100 0.0 0.0025 50 7186 -9 1902.2284082429112 1913.1348515036118 150 TCGA 1 100 100 0.0 0.0025 50 7186 -10 1898.7325819739142 1902.5044920648163 150 TCGA 1 100 100 0.0 0.0025 50 7186 -11 1895.2460439081424 1895.0668724481784 150 TCGA 1 100 100 0.0 0.0025 50 7186 -12 1889.8245101709 1888.780289386385 150 TCGA 1 100 100 0.0 0.0025 50 7186 -13 1887.2475635942862 1891.7646478240813 150 TCGA 1 100 100 0.0 0.0025 50 7186 -14 1882.9559902255457 1886.7739674937186 150 TCGA 1 100 100 0.0 0.0025 50 7186 -15 1880.6472649219272 1881.9669901018765 150 TCGA 1 100 100 0.0 0.0025 50 7186 -16 1877.6865420771012 1878.4585831991992 150 TCGA 1 100 100 0.0 0.0025 50 7186 -17 1874.598439113252 1876.2386210839354 150 TCGA 1 100 100 0.0 0.0025 50 7186 -18 1872.5857076933373 1876.917245529405 150 TCGA 1 100 100 0.0 0.0025 50 7186 -19 1870.9819923330197 1869.2791018078674 150 TCGA 1 100 100 0.0 0.0025 50 7186 -20 1869.3036971621807 1867.7723210780464 150 TCGA 1 100 100 0.0 0.0025 50 7186 -21 1866.6180533149277 1866.7395166751728 150 TCGA 1 100 100 0.0 0.0025 50 7186 -22 1864.7458825829385 1864.9113045697236 150 TCGA 1 100 100 0.0 0.0025 50 7186 -23 1863.6440452987001 1865.0717816376805 150 TCGA 1 100 100 0.0 0.0025 50 7186 -24 1862.025464747391 1862.1817933662453 150 TCGA 1 100 100 0.0 0.0025 50 7186 -25 1860.0873314233374 1861.4647572579695 150 TCGA 1 100 100 0.0 0.0025 50 7186 -26 1859.5898927470805 1862.3749932523947 150 TCGA 1 100 100 0.0 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1848.982956162649 150 TCGA 1 100 100 0.0 0.0025 50 7186 -40 1845.7863598259476 1846.809153187814 150 TCGA 1 100 100 0.0 0.0025 50 7186 -41 1844.0233436343472 1845.397332733001 150 TCGA 1 100 100 0.0 0.0025 50 7186 -42 1843.7027756573566 1844.8738246898556 150 TCGA 1 100 100 0.0 0.0025 50 7186 -43 1843.084642606357 1844.2474236416458 150 TCGA 1 100 100 0.0 0.0025 50 7186 -44 1842.6385761017857 1844.91643090943 150 TCGA 1 100 100 0.0 0.0025 50 7186 -45 1841.4750315864937 1843.3472685694096 150 TCGA 1 100 100 0.0 0.0025 50 7186 -46 1841.0018733071754 1842.796967626217 150 TCGA 1 100 100 0.0 0.0025 50 7186 -47 1840.621322453002 1842.4243924701634 150 TCGA 1 100 100 0.0 0.0025 50 7186 -48 1839.8550822235322 1842.1635717650754 150 TCGA 1 100 100 0.0 0.0025 50 7186 -49 1839.2718765969016 1840.9558626874607 150 TCGA 1 100 100 0.0 0.0025 50 7186 -50 1838.8019398483718 1841.6061846095713 150 TCGA 1 100 100 0.0 0.0025 50 7186 -51 1838.5479976272115 1839.805781838882 150 TCGA 1 100 100 0.0 0.0025 50 7186 -52 1837.9617852203442 1839.6607991127512 150 TCGA 1 100 100 0.0 0.0025 50 7186 -53 1837.4224442981133 1839.3323827388897 150 TCGA 1 100 100 0.0 0.0025 50 7186 -54 1836.769086774538 1839.3183446529522 150 TCGA 1 100 100 0.0 0.0025 50 7186 -55 1836.8255610874235 1838.2657206933104 150 TCGA 1 100 100 0.0 0.0025 50 7186 -56 1836.1414361224136 1837.7336928784548 150 TCGA 1 100 100 0.0 0.0025 50 7186 -57 1835.459300716829 1838.2824363516802 150 TCGA 1 100 100 0.0 0.0025 50 7186 -58 1835.4306675642379 1836.3014308603565 150 TCGA 1 100 100 0.0 0.0025 50 7186 -59 1834.731134543476 1837.0847904071136 150 TCGA 1 100 100 0.0 0.0025 50 7186 -60 1834.218845923094 1836.4111248380575 150 TCGA 1 100 100 0.0 0.0025 50 7186 -61 1834.1169380454537 1836.007835809909 150 TCGA 1 100 100 0.0 0.0025 50 7186 -62 1833.7957640497903 1835.2711543557632 150 TCGA 1 100 100 0.0 0.0025 50 7186 -63 1833.2565962660192 1834.4653866255103 150 TCGA 1 100 100 0.0 0.0025 50 7186 -64 1832.9964688856003 1835.558834210113 150 TCGA 1 100 100 0.0 0.0025 50 7186 -65 1832.4589450792325 1834.217721910333 150 TCGA 1 100 100 0.0 0.0025 50 7186 -66 1832.184919982154 1834.076749101955 150 TCGA 1 100 100 0.0 0.0025 50 7186 -67 1831.7486273459738 1834.8672009952104 150 TCGA 1 100 100 0.0 0.0025 50 7186 -68 1831.5383861059322 1832.8854189158685 150 TCGA 1 100 100 0.0 0.0025 50 7186 -69 1831.184175842401 1832.415119420344 150 TCGA 1 100 100 0.0 0.0025 50 7186 -70 1830.8804552580898 1832.6263912335114 150 TCGA 1 100 100 0.0 0.0025 50 7186 -71 1830.8120106150893 1832.178998017431 150 TCGA 1 100 100 0.0 0.0025 50 7186 -72 1830.3160503671456 1832.103171497134 150 TCGA 1 100 100 0.0 0.0025 50 7186 -73 1829.9854206571038 1831.4210959583072 150 TCGA 1 100 100 0.0 0.0025 50 7186 -74 1829.8377279372523 1833.2496620063207 150 TCGA 1 100 100 0.0 0.0025 50 7186 -75 1829.797519251656 1830.9942933662453 150 TCGA 1 100 100 0.0 0.0025 50 7186 -76 1829.237310669068 1830.7414244071922 150 TCGA 1 100 100 0.0 0.0025 50 7186 -77 1828.9625931544049 1830.2520610866834 150 TCGA 1 100 100 0.0 0.0025 50 7186 -78 1828.8943915483687 1829.867506477701 150 TCGA 1 100 100 0.0 0.0025 50 7186 -79 1828.3667290312117 1830.1947739184202 150 TCGA 1 100 100 0.0 0.0025 50 7186 -80 1828.4114911479335 1830.0228553656957 150 TCGA 1 100 100 0.0 0.0025 50 7186 -81 1828.2873973895403 1829.9264719594064 150 TCGA 1 100 100 0.0 0.0025 50 7186 -82 1827.7528875167648 1829.400502880614 150 TCGA 1 100 100 0.0 0.0025 50 7186 -83 1827.898263053498 1829.4000262543184 150 TCGA 1 100 100 0.0 0.0025 50 7186 -84 1827.2237658649167 1829.9691677381045 150 TCGA 1 100 100 0.0 0.0025 50 7186 -85 1827.2422544417843 1829.2229562117227 150 TCGA 1 100 100 0.0 0.0025 50 7186 -86 1827.2992404853012 1829.8283347891802 150 TCGA 1 100 100 0.0 0.0025 50 7186 -87 1827.018953558616 1828.753018633205 150 TCGA 1 100 100 0.0 0.0025 50 7186 -88 1826.692398345501 1828.5604162168263 150 TCGA 1 100 100 0.0 0.0025 50 7186 -89 1826.5478935424792 1829.616653212351 150 TCGA 1 100 100 0.0 0.0025 50 7186 -90 1826.3035743560945 1828.2482707728093 150 TCGA 1 100 100 0.0 0.0025 50 7186 -91 1826.3899846588452 1827.933255142902 150 TCGA 1 100 100 0.0 0.0025 50 7186 -92 1826.001984531638 1829.245355807357 150 TCGA 1 100 100 0.0 0.0025 50 7186 -93 1825.890577719725 1827.8387929638427 150 TCGA 1 100 100 0.0 0.0025 50 7186 -94 1825.800410406413 1827.7011651273947 150 TCGA 1 100 100 0.0 0.0025 50 7186 -95 1825.5410134721806 1826.727029311597 150 TCGA 1 100 100 0.0 0.0025 50 7186 -96 1825.4256826426943 1827.510013446137 150 TCGA 1 100 100 0.0 0.0025 50 7186 -97 1825.1670713513035 1827.585000196294 150 TCGA 1 100 100 0.0 0.0025 50 7186 -98 1824.943128968818 1826.9488556061558 150 TCGA 1 100 100 0.0 0.0025 50 7186 -99 1825.0892041309935 1828.071007503337 150 TCGA 1 100 100 0.0 0.0025 50 7186 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index c65db58bb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2977.917312657837 3800.7956211722676 150 TCGA 1 100 100 1.0 0.0025 50 7946 -1 2057.4317983122114 3023.96639079185 150 TCGA 1 100 100 1.0 0.0025 50 7946 -2 1994.1264119634193 2295.385329970163 150 TCGA 1 100 100 1.0 0.0025 50 7946 -3 1965.9855427955433 2021.199908232569 150 TCGA 1 100 100 1.0 0.0025 50 7946 -4 1947.678827475884 2008.0263536922896 150 TCGA 1 100 100 1.0 0.0025 50 7946 -5 1934.1517798339353 1953.693097445234 150 TCGA 1 100 100 1.0 0.0025 50 7946 -6 1925.3510546117425 1936.9856276008952 150 TCGA 1 100 100 1.0 0.0025 50 7946 -7 1918.6581432139426 1918.3747742619346 150 TCGA 1 100 100 1.0 0.0025 50 7946 -8 1910.0434836144825 1919.6252183770414 150 TCGA 1 100 100 1.0 0.0025 50 7946 -9 1904.3281716398794 1907.3598835240657 150 TCGA 1 100 100 1.0 0.0025 50 7946 -10 1900.2913595992202 1910.6803818899184 150 TCGA 1 100 100 1.0 0.0025 50 7946 -11 1895.1225540701041 1894.417348583739 150 TCGA 1 100 100 1.0 0.0025 50 7946 -12 1890.951810145088 1887.8840933181532 150 TCGA 1 100 100 1.0 0.0025 50 7946 -13 1886.5574625660124 1885.706377345713 150 TCGA 1 100 100 1.0 0.0025 50 7946 -14 1883.2638969263842 1881.0825508156015 150 TCGA 1 100 100 1.0 0.0025 50 7946 -15 1881.7575758533667 1879.9174350757694 150 TCGA 1 100 100 1.0 0.0025 50 7946 -16 1878.663634579447 1876.0511192436793 150 TCGA 1 100 100 1.0 0.0025 50 7946 -17 1875.5316335016203 1872.190251182671 150 TCGA 1 100 100 1.0 0.0025 50 7946 -18 1873.0325614894284 1870.238860317211 150 TCGA 1 100 100 1.0 0.0025 50 7946 -19 1870.774140313795 1871.0878844908134 150 TCGA 1 100 100 1.0 0.0025 50 7946 -20 1869.1503994134084 1868.5100944173994 150 TCGA 1 100 100 1.0 0.0025 50 7946 -21 1866.1911213420601 1864.9759043017823 150 TCGA 1 100 100 1.0 0.0025 50 7946 -22 1864.9331402953733 1866.8193310301508 150 TCGA 1 100 100 1.0 0.0025 50 7946 -23 1863.5040716900864 1860.3777198983198 150 TCGA 1 100 100 1.0 0.0025 50 7946 -24 1862.027210997343 1860.5514504897535 150 TCGA 1 100 100 1.0 0.0025 50 7946 -25 1861.0204196695317 1859.6514733089275 150 TCGA 1 100 100 1.0 0.0025 50 7946 -26 1859.1183726543534 1861.1827907849795 150 TCGA 1 100 100 1.0 0.0025 50 7946 -27 1857.5821718509103 1856.5069984934437 150 TCGA 1 100 100 1.0 0.0025 50 7946 -28 1856.8347126547415 1856.1990077339824 150 TCGA 1 100 100 1.0 0.0025 50 7946 -29 1855.1995517557414 1853.7375138632617 150 TCGA 1 100 100 1.0 0.0025 50 7946 -30 1853.6430182811978 1852.674264879083 150 TCGA 1 100 100 1.0 0.0025 50 7946 -31 1853.1571752490947 1855.177289033056 150 TCGA 1 100 100 1.0 0.0025 50 7946 -32 1851.980127132981 1849.8291647446215 150 TCGA 1 100 100 1.0 0.0025 50 7946 -33 1851.4599815391646 1849.4589776273947 150 TCGA 1 100 100 1.0 0.0025 50 7946 -34 1850.3528407842323 1849.754018505614 150 TCGA 1 100 100 1.0 0.0025 50 7946 -35 1849.3218952038017 1851.0339883008794 150 TCGA 1 100 100 1.0 0.0025 50 7946 -36 1848.210912510944 1848.0081756438442 150 TCGA 1 100 100 1.0 0.0025 50 7946 -37 1847.0305659211845 1849.5353691062735 150 TCGA 1 100 100 1.0 0.0025 50 7946 -38 1846.6434139775863 1848.169016469064 150 TCGA 1 100 100 1.0 0.0025 50 7946 -39 1846.2022105831295 1846.037538768059 150 TCGA 1 100 100 1.0 0.0025 50 7946 -40 1845.0816039153408 1845.082950764565 150 TCGA 1 100 100 1.0 0.0025 50 7946 -41 1843.7561073716245 1843.0800793518374 150 TCGA 1 100 100 1.0 0.0025 50 7946 -42 1843.437159691023 1844.8707667978565 150 TCGA 1 100 100 1.0 0.0025 50 7946 -43 1843.0677722139355 1845.4249856460035 150 TCGA 1 100 100 1.0 0.0025 50 7946 -44 1842.246721937263 1841.868773187225 150 TCGA 1 100 100 1.0 0.0025 50 7946 -45 1841.4020537733966 1842.183363718004 150 TCGA 1 100 100 1.0 0.0025 50 7946 -46 1841.0731575598952 1842.1971282192212 150 TCGA 1 100 100 1.0 0.0025 50 7946 -47 1840.2856932013199 1839.5120616510285 150 TCGA 1 100 100 1.0 0.0025 50 7946 -48 1840.026109094425 1841.248902594025 150 TCGA 1 100 100 1.0 0.0025 50 7946 -49 1839.2978839092934 1839.7763990852702 150 TCGA 1 100 100 1.0 0.0025 50 7946 -50 1838.8680462024483 1838.3528788964354 150 TCGA 1 100 100 1.0 0.0025 50 7946 -51 1838.2256764512947 1838.4600830078125 150 TCGA 1 100 100 1.0 0.0025 50 7946 -52 1838.0608872248533 1838.8810409469222 150 TCGA 1 100 100 1.0 0.0025 50 7946 -53 1837.066168118194 1836.7248277520414 150 TCGA 1 100 100 1.0 0.0025 50 7946 -54 1836.8401473384176 1837.3660692377905 150 TCGA 1 100 100 1.0 0.0025 50 7946 -55 1836.5374444245574 1836.117386861063 150 TCGA 1 100 100 1.0 0.0025 50 7946 -56 1836.1918098627689 1836.0560940689777 150 TCGA 1 100 100 1.0 0.0025 50 7946 -57 1835.5577532920151 1835.1236878974953 150 TCGA 1 100 100 1.0 0.0025 50 7946 -58 1835.2792477007888 1835.020332988183 150 TCGA 1 100 100 1.0 0.0025 50 7946 -59 1834.6354525106563 1835.5041350551587 150 TCGA 1 100 100 1.0 0.0025 50 7946 -60 1834.0394019505743 1833.3153112976995 150 TCGA 1 100 100 1.0 0.0025 50 7946 -61 1833.9257878310873 1836.6924196176194 150 TCGA 1 100 100 1.0 0.0025 50 7946 -62 1833.442995221504 1833.0483085593985 150 TCGA 1 100 100 1.0 0.0025 50 7946 -63 1833.140877138758 1833.0767484885364 150 TCGA 1 100 100 1.0 0.0025 50 7946 -64 1833.112871682914 1832.623820395925 150 TCGA 1 100 100 1.0 0.0025 50 7946 -65 1832.7754030786516 1832.4682592650754 150 TCGA 1 100 100 1.0 0.0025 50 7946 -66 1832.1177165894412 1832.8883559643923 150 TCGA 1 100 100 1.0 0.0025 50 7946 -67 1831.9174447700984 1831.9489899448413 150 TCGA 1 100 100 1.0 0.0025 50 7946 -68 1831.4796207026454 1832.1283118473225 150 TCGA 1 100 100 1.0 0.0025 50 7946 -69 1831.3106452915495 1831.246943948257 150 TCGA 1 100 100 1.0 0.0025 50 7946 -70 1830.8922176503725 1830.8515759952104 150 TCGA 1 100 100 1.0 0.0025 50 7946 -71 1830.6466201252538 1832.4778353437107 150 TCGA 1 100 100 1.0 0.0025 50 7946 -72 1830.3194136297561 1831.0906234051115 150 TCGA 1 100 100 1.0 0.0025 50 7946 -73 1830.5139001011116 1830.9881285087547 150 TCGA 1 100 100 1.0 0.0025 50 7946 -74 1829.7181070700117 1829.6699439580716 150 TCGA 1 100 100 1.0 0.0025 50 7946 -75 1829.6207359323332 1830.800342655661 150 TCGA 1 100 100 1.0 0.0025 50 7946 -76 1829.5689291091273 1830.0749290888034 150 TCGA 1 100 100 1.0 0.0025 50 7946 -77 1829.0357133397195 1829.3101205490343 150 TCGA 1 100 100 1.0 0.0025 50 7946 -78 1828.6112667560205 1828.664529311597 150 TCGA 1 100 100 1.0 0.0025 50 7946 -79 1828.3504120223902 1830.8120166260992 150 TCGA 1 100 100 1.0 0.0025 50 7946 -80 1828.4522039066642 1829.0596482166693 150 TCGA 1 100 100 1.0 0.0025 50 7946 -81 1828.1752774493743 1829.0718313245918 150 TCGA 1 100 100 1.0 0.0025 50 7946 -82 1827.8809531725256 1828.2009584053078 150 TCGA 1 100 100 1.0 0.0025 50 7946 -83 1827.9487085045416 1828.1424327447785 150 TCGA 1 100 100 1.0 0.0025 50 7946 -84 1827.4500520682545 1827.9470343661667 150 TCGA 1 100 100 1.0 0.0025 50 7946 -85 1827.1880156411326 1827.401046369543 150 TCGA 1 100 100 1.0 0.0025 50 7946 -86 1827.090759488538 1827.1992285646984 150 TCGA 1 100 100 1.0 0.0025 50 7946 -87 1826.9768801907474 1827.73012646239 150 TCGA 1 100 100 1.0 0.0025 50 7946 -88 1827.000717202259 1828.2243480586526 150 TCGA 1 100 100 1.0 0.0025 50 7946 -89 1826.7415891797007 1827.0830335760836 150 TCGA 1 100 100 1.0 0.0025 50 7946 -90 1826.3133695619235 1826.5426632675094 150 TCGA 1 100 100 1.0 0.0025 50 7946 -91 1826.166723957098 1827.9230877286825 150 TCGA 1 100 100 1.0 0.0025 50 7946 -92 1826.1692859484876 1827.159815802646 150 TCGA 1 100 100 1.0 0.0025 50 7946 -93 1826.2168283361398 1826.711329474521 150 TCGA 1 100 100 1.0 0.0025 50 7946 -94 1825.7629872920431 1825.5982236622565 150 TCGA 1 100 100 1.0 0.0025 50 7946 -95 1825.5579464462455 1826.7138469446843 150 TCGA 1 100 100 1.0 0.0025 50 7946 -96 1825.5620904056632 1825.7601907241285 150 TCGA 1 100 100 1.0 0.0025 50 7946 -97 1825.2401908008444 1825.8904225718436 150 TCGA 1 100 100 1.0 0.0025 50 7946 -98 1825.0901856667788 1825.422317274851 150 TCGA 1 100 100 1.0 0.0025 50 7946 -99 1824.6581077877997 1825.1662977975816 150 TCGA 1 100 100 1.0 0.0025 50 7946 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 7b20a9568..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2988.175284575479 4657.670844456658 150 TCGA 1 50 100 0.5 0.0025 50 7731 -1 2052.982741037295 2582.699678813992 150 TCGA 1 50 100 0.5 0.0025 50 7731 -2 1990.4129496422286 2599.795461683417 150 TCGA 1 50 100 0.5 0.0025 50 7731 -3 1964.488642392274 2131.0956221537376 150 TCGA 1 50 100 0.5 0.0025 50 7731 -4 1945.6679249850883 1994.2136935900205 150 TCGA 1 50 100 0.5 0.0025 50 7731 -5 1935.3302671507222 1934.4919053274184 150 TCGA 1 50 100 0.5 0.0025 50 7731 -6 1924.1668550202005 1941.5285988045698 150 TCGA 1 50 100 0.5 0.0025 50 7731 -7 1915.8038075146153 1920.3033784645886 150 TCGA 1 50 100 0.5 0.0025 50 7731 -8 1909.4883688343252 1966.7505349010678 150 TCGA 1 50 100 0.5 0.0025 50 7731 -9 1903.8645294901382 1900.9170504622723 150 TCGA 1 50 100 0.5 0.0025 50 7731 -10 1899.1552401778022 1891.732770910215 150 TCGA 1 50 100 0.5 0.0025 50 7731 -11 1893.3669180433085 1889.9388765114636 150 TCGA 1 50 100 0.5 0.0025 50 7731 -12 1890.6863135103536 1888.763433255143 150 TCGA 1 50 100 0.5 0.0025 50 7731 -13 1885.6549854093344 1889.492702158252 150 TCGA 1 50 100 0.5 0.0025 50 7731 -14 1883.208306795519 1881.617108982412 150 TCGA 1 50 100 0.5 0.0025 50 7731 -15 1880.5136603615035 1878.9334747467808 150 TCGA 1 50 100 0.5 0.0025 50 7731 -16 1877.8803907143829 1874.846770473461 150 TCGA 1 50 100 0.5 0.0025 50 7731 -17 1875.1717468799923 1877.817448448296 150 TCGA 1 50 100 0.5 0.0025 50 7731 -18 1872.498073785243 1872.2171324150047 150 TCGA 1 50 100 0.5 0.0025 50 7731 -19 1871.4801324877785 1871.2466028874842 150 TCGA 1 50 100 0.5 0.0025 50 7731 -20 1868.4896002197947 1875.2534934192447 150 TCGA 1 50 100 0.5 0.0025 50 7731 -21 1866.2351030072325 1865.8734278079853 150 TCGA 1 50 100 0.5 0.0025 50 7731 -22 1865.4310768451896 1867.6097994857098 150 TCGA 1 50 100 0.5 0.0025 50 7731 -23 1863.264397565908 1862.3891552489008 150 TCGA 1 50 100 0.5 0.0025 50 7731 -24 1861.9822525244124 1858.962573487555 150 TCGA 1 50 100 0.5 0.0025 50 7731 -25 1860.3739697805192 1860.556052356509 150 TCGA 1 50 100 0.5 0.0025 50 7731 -26 1858.85669890918 1859.4921224776224 150 TCGA 1 50 100 0.5 0.0025 50 7731 -27 1857.232057040232 1856.194957944017 150 TCGA 1 50 100 0.5 0.0025 50 7731 -28 1856.4625991223472 1859.8298658821452 150 TCGA 1 50 100 0.5 0.0025 50 7731 -29 1854.652080015993 1856.144675403384 150 TCGA 1 50 100 0.5 0.0025 50 7731 -30 1853.9941707372213 1855.6798009824513 150 TCGA 1 50 100 0.5 0.0025 50 7731 -31 1852.8208977126267 1853.3254872997802 150 TCGA 1 50 100 0.5 0.0025 50 7731 -32 1851.6572209760698 1851.8198714519865 150 TCGA 1 50 100 0.5 0.0025 50 7731 -33 1850.3271704289593 1850.724221080991 150 TCGA 1 50 100 0.5 0.0025 50 7731 -34 1849.6286374064532 1852.095043699945 150 TCGA 1 50 100 0.5 0.0025 50 7731 -35 1849.32503472307 1850.1338915034155 150 TCGA 1 50 100 0.5 0.0025 50 7731 -36 1847.378979881875 1848.55941511758 150 TCGA 1 50 100 0.5 0.0025 50 7731 -37 1846.741702039216 1848.3857501619425 150 TCGA 1 50 100 0.5 0.0025 50 7731 -38 1846.195823780992 1845.694018800055 150 TCGA 1 50 100 0.5 0.0025 50 7731 -39 1845.8789401092172 1846.176878655975 150 TCGA 1 50 100 0.5 0.0025 50 7731 -40 1844.818760358059 1845.8831143019786 150 TCGA 1 50 100 0.5 0.0025 50 7731 -41 1844.2646978569692 1844.9854037030857 150 TCGA 1 50 100 0.5 0.0025 50 7731 -42 1843.757428575991 1844.1289381477702 150 TCGA 1 50 100 0.5 0.0025 50 7731 -43 1842.7542653075818 1844.0633293420226 150 TCGA 1 50 100 0.5 0.0025 50 7731 -44 1842.2571109669964 1844.1428136777638 150 TCGA 1 50 100 0.5 0.0025 50 7731 -45 1841.246951076279 1842.2327929932867 150 TCGA 1 50 100 0.5 0.0025 50 7731 -46 1841.1540015299734 1841.1265955019237 150 TCGA 1 50 100 0.5 0.0025 50 7731 -47 1840.0233157430725 1841.346426345595 150 TCGA 1 50 100 0.5 0.0025 50 7731 -48 1839.5921982531968 1840.471276671443 150 TCGA 1 50 100 0.5 0.0025 50 7731 -49 1839.126708616488 1840.5517234610552 150 TCGA 1 50 100 0.5 0.0025 50 7731 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index 531ec7c81..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3012.0168845901294 4583.050423013505 150 TCGA 1 50 100 0.0 0.0025 50 3069 -1 2056.5602247559846 3756.9892516783134 150 TCGA 1 50 100 0.0 0.0025 50 3069 -2 1996.3057833668483 2268.30686881674 150 TCGA 1 50 100 0.0 0.0025 50 3069 -3 1966.9011420407376 2072.3734271945664 150 TCGA 1 50 100 0.0 0.0025 50 3069 -4 1945.2898116130384 2098.834246918185 150 TCGA 1 50 100 0.0 0.0025 50 3069 -5 1932.735630393494 1971.5707928068075 150 TCGA 1 50 100 0.0 0.0025 50 3069 -6 1923.7580309975478 1917.7335432043028 150 TCGA 1 50 100 0.0 0.0025 50 3069 -7 1914.7163155154733 1922.959702688246 150 TCGA 1 50 100 0.0 0.0025 50 3069 -8 1910.7559823445915 1913.9460443084563 150 TCGA 1 50 100 0.0 0.0025 50 3069 -9 1904.3100419570883 1902.4164125068703 150 TCGA 1 50 100 0.0 0.0025 50 3069 -10 1897.914033981955 1897.335748567054 150 TCGA 1 50 100 0.0 0.0025 50 3069 -11 1894.0799182985947 1887.448459951123 150 TCGA 1 50 100 0.0 0.0025 50 3069 -12 1890.991180239385 1883.723688020179 150 TCGA 1 50 100 0.0 0.0025 50 3069 -13 1886.5848972113195 1885.7441455323492 150 TCGA 1 50 100 0.0 0.0025 50 3069 -14 1883.5967971115376 1882.9411062882773 150 TCGA 1 50 100 0.0 0.0025 50 3069 -15 1880.541027002242 1881.9366203576476 150 TCGA 1 50 100 0.0 0.0025 50 3069 -16 1877.7457791249765 1874.6043179766018 150 TCGA 1 50 100 0.0 0.0025 50 3069 -17 1875.246514380943 1877.7148590854663 150 TCGA 1 50 100 0.0 0.0025 50 3069 -18 1873.1177149543885 1875.4419294961133 150 TCGA 1 50 100 0.0 0.0025 50 3069 -19 1870.5024074652802 1870.900199851798 150 TCGA 1 50 100 0.0 0.0025 50 3069 -20 1869.212838167058 1866.75593237182 150 TCGA 1 50 100 0.0 0.0025 50 3069 -21 1866.968607764037 1868.818717611495 150 TCGA 1 50 100 0.0 0.0025 50 3069 -22 1865.1026569498026 1862.9160542703753 150 TCGA 1 50 100 0.0 0.0025 50 3069 -23 1864.0639955282397 1862.033393898202 150 TCGA 1 50 100 0.0 0.0025 50 3069 -24 1862.6608738610223 1860.4657933220792 150 TCGA 1 50 100 0.0 0.0025 50 3069 -25 1860.9928522851933 1859.601745912178 150 TCGA 1 50 100 0.0 0.0025 50 3069 -26 1859.4213272437066 1856.1930612535332 150 TCGA 1 50 100 0.0 0.0025 50 3069 -27 1858.5563146908617 1857.9056194056218 150 TCGA 1 50 100 0.0 0.0025 50 3069 -28 1856.3310968991116 1859.5783875431846 150 TCGA 1 50 100 0.0 0.0025 50 3069 -29 1855.2181300697534 1853.9332238585505 150 TCGA 1 50 100 0.0 0.0025 50 3069 -30 1854.2080963369804 1856.2608249990185 150 TCGA 1 50 100 0.0 0.0025 50 3069 -31 1853.5208149299065 1851.7257632154915 150 TCGA 1 50 100 0.0 0.0025 50 3069 -32 1851.8098019722224 1854.876086977858 150 TCGA 1 50 100 0.0 0.0025 50 3069 -33 1851.5974173415439 1851.7484578654994 150 TCGA 1 50 100 0.0 0.0025 50 3069 -34 1850.2575816169276 1848.1785729183025 150 TCGA 1 50 100 0.0 0.0025 50 3069 -35 1849.423856152529 1849.3203983786118 150 TCGA 1 50 100 0.0 0.0025 50 3069 -36 1848.467526817045 1849.423296904444 150 TCGA 1 50 100 0.0 0.0025 50 3069 -37 1848.3010630377144 1849.2108847459956 150 TCGA 1 50 100 0.0 0.0025 50 3069 -38 1846.6035065640826 1846.0561192191426 150 TCGA 1 50 100 0.0 0.0025 50 3069 -39 1846.2143627447347 1847.5145349550487 150 TCGA 1 50 100 0.0 0.0025 50 3069 -40 1845.1495205453098 1845.5840279277245 150 TCGA 1 50 100 0.0 0.0025 50 3069 -41 1844.6819913301874 1844.861035524301 150 TCGA 1 50 100 0.0 0.0025 50 3069 -42 1843.996898032443 1844.759954557946 150 TCGA 1 50 100 0.0 0.0025 50 3069 -43 1842.9854376752776 1843.9247347577732 150 TCGA 1 50 100 0.0 0.0025 50 3069 -44 1842.6321992598444 1842.0076082315877 150 TCGA 1 50 100 0.0 0.0025 50 3069 -45 1842.308359746702 1841.7400644580323 150 TCGA 1 50 100 0.0 0.0025 50 3069 -46 1841.1219507492683 1840.979681120446 150 TCGA 1 50 100 0.0 0.0025 50 3069 -47 1840.6581928514186 1839.2926227818782 150 TCGA 1 50 100 0.0 0.0025 50 3069 -48 1840.1613712713167 1841.3621648280464 150 TCGA 1 50 100 0.0 0.0025 50 3069 -49 1839.4329884125993 1839.894659454499 150 TCGA 1 50 100 0.0 0.0025 50 3069 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 2f74817aa..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2987.5050617690226 4387.661492275833 150 TCGA 1 50 100 1.0 0.0025 50 5523 -1 2057.3642262696076 3442.2207755084014 150 TCGA 1 50 100 1.0 0.0025 50 5523 -2 1992.4353416077538 2433.3448909586996 150 TCGA 1 50 100 1.0 0.0025 50 5523 -3 1964.6568529529488 2162.3642909371074 150 TCGA 1 50 100 1.0 0.0025 50 5523 -4 1947.5531414758814 2015.156046958425 150 TCGA 1 50 100 1.0 0.0025 50 5523 -5 1933.3494792111765 1956.450316155975 150 TCGA 1 50 100 1.0 0.0025 50 5523 -6 1923.1943620847185 1925.2111558770414 150 TCGA 1 50 100 1.0 0.0025 50 5523 -7 1916.7116516365352 1913.3248769482177 150 TCGA 1 50 100 1.0 0.0025 50 5523 -8 1909.0744378470672 1924.9804564816268 150 TCGA 1 50 100 1.0 0.0025 50 5523 -9 1904.559652719158 1904.8367760433025 150 TCGA 1 50 100 1.0 0.0025 50 5523 -10 1899.4861938054173 1897.0447764947785 150 TCGA 1 50 100 1.0 0.0025 50 5523 -11 1893.8540801814604 1894.1621891194252 150 TCGA 1 50 100 1.0 0.0025 50 5523 -12 1891.3285889189642 1891.8919910833465 150 TCGA 1 50 100 1.0 0.0025 50 5523 -13 1887.4534345291092 1886.1834784272928 150 TCGA 1 50 100 1.0 0.0025 50 5523 -14 1883.7215167544944 1887.6743335819724 150 TCGA 1 50 100 1.0 0.0025 50 5523 -15 1881.4975617003502 1882.2645404758166 150 TCGA 1 50 100 1.0 0.0025 50 5523 -16 1878.3246891955496 1887.5582723186244 150 TCGA 1 50 100 1.0 0.0025 50 5523 -17 1875.8279605818216 1879.9979444340845 150 TCGA 1 50 100 1.0 0.0025 50 5523 -18 1874.3199232484444 1870.2045855498195 150 TCGA 1 50 100 1.0 0.0025 50 5523 -19 1871.5522883598633 1873.4502069674545 150 TCGA 1 50 100 1.0 0.0025 50 5523 -20 1868.5455263676236 1866.2366244062107 150 TCGA 1 50 100 1.0 0.0025 50 5523 -21 1867.001581382134 1865.459876899144 150 TCGA 1 50 100 1.0 0.0025 50 5523 -22 1865.771734183808 1866.2108553019002 150 TCGA 1 50 100 1.0 0.0025 50 5523 -23 1864.5120926184345 1862.3132649330637 150 TCGA 1 50 100 1.0 0.0025 50 5523 -24 1862.28606863668 1861.575687274262 150 TCGA 1 50 100 1.0 0.0025 50 5523 -25 1860.291134643214 1858.556264599364 150 TCGA 1 50 100 1.0 0.0025 50 5523 -26 1859.5587444473608 1860.5199575759657 150 TCGA 1 50 100 1.0 0.0025 50 5523 -27 1857.4299573790802 1856.4667625235552 150 TCGA 1 50 100 1.0 0.0025 50 5523 -28 1856.9940152028294 1857.5738310694096 150 TCGA 1 50 100 1.0 0.0025 50 5523 -29 1855.534252447347 1853.654829935812 150 TCGA 1 50 100 1.0 0.0025 50 5523 -30 1854.9809465396615 1852.9765275351367 150 TCGA 1 50 100 1.0 0.0025 50 5523 -31 1853.1126228415123 1853.8689492383794 150 TCGA 1 50 100 1.0 0.0025 50 5523 -32 1852.3521129677558 1851.5993934516332 150 TCGA 1 50 100 1.0 0.0025 50 5523 -33 1851.3361837116918 1851.2384480998744 150 TCGA 1 50 100 1.0 0.0025 50 5523 -34 1850.4253549917505 1849.0243441327732 150 TCGA 1 50 100 1.0 0.0025 50 5523 -35 1849.3694179299448 1849.2936950376884 150 TCGA 1 50 100 1.0 0.0025 50 5523 -36 1848.0368481889502 1847.0826845408685 150 TCGA 1 50 100 1.0 0.0025 50 5523 -37 1847.5498262429453 1846.0166948021356 150 TCGA 1 50 100 1.0 0.0025 50 5523 -38 1847.1796799106303 1846.5011556807474 150 TCGA 1 50 100 1.0 0.0025 50 5523 -39 1846.1156559460983 1845.062327015939 150 TCGA 1 50 100 1.0 0.0025 50 5523 -40 1845.079509453657 1844.4718980645414 150 TCGA 1 50 100 1.0 0.0025 50 5523 -41 1844.398026134356 1844.4530237859217 150 TCGA 1 50 100 1.0 0.0025 50 5523 -42 1844.2912603787697 1843.3834749921482 150 TCGA 1 50 100 1.0 0.0025 50 5523 -43 1843.3469789430278 1842.9977610219064 150 TCGA 1 50 100 1.0 0.0025 50 5523 -44 1842.9459851334464 1842.1134615950848 150 TCGA 1 50 100 1.0 0.0025 50 5523 -45 1842.1045321100378 1840.369240612241 150 TCGA 1 50 100 1.0 0.0025 50 5523 -46 1841.1175606462862 1843.1788863752356 150 TCGA 1 50 100 1.0 0.0025 50 5523 -47 1840.6364371666673 1840.4055255525675 150 TCGA 1 50 100 1.0 0.0025 50 5523 -48 1840.2933457250347 1839.8064381968436 150 TCGA 1 50 100 1.0 0.0025 50 5523 -49 1839.5768770051197 1838.978111382106 150 TCGA 1 50 100 1.0 0.0025 50 5523 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 73ee572b3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2400.339912667473 2331.3378967591866 50 TCGA 1 100 100 0.5 0.0025 50 7168 -1 1965.9535531113092 2065.2078906495367 50 TCGA 1 100 100 0.5 0.0025 50 7168 -2 1927.0198695560373 1912.927340560223 50 TCGA 1 100 100 0.5 0.0025 50 7168 -3 1906.597021113763 1898.948678941583 50 TCGA 1 100 100 0.5 0.0025 50 7168 -4 1894.2826487603684 1888.5279504210505 50 TCGA 1 100 100 0.5 0.0025 50 7168 -5 1885.6136012298214 1881.8955145601053 50 TCGA 1 100 100 0.5 0.0025 50 7168 -6 1877.498629962058 1875.1686079322394 50 TCGA 1 100 100 0.5 0.0025 50 7168 -7 1872.3939258308467 1866.3697902353565 50 TCGA 1 100 100 0.5 0.0025 50 7168 -8 1867.9179526174796 1865.047373709367 50 TCGA 1 100 100 0.5 0.0025 50 7168 -9 1864.0080980210848 1862.9872684957993 50 TCGA 1 100 100 0.5 0.0025 50 7168 -10 1861.4803576754173 1859.0136596066268 50 TCGA 1 100 100 0.5 0.0025 50 7168 -11 1857.7715078925087 1854.8114222234217 50 TCGA 1 100 100 0.5 0.0025 50 7168 -12 1854.9724292501778 1853.1078690572 50 TCGA 1 100 100 0.5 0.0025 50 7168 -13 1852.8576744906484 1851.2342694919912 50 TCGA 1 100 100 0.5 0.0025 50 7168 -14 1850.716982984878 1851.7601618934516 50 TCGA 1 100 100 0.5 0.0025 50 7168 -15 1848.8373806793013 1847.5360825121702 50 TCGA 1 100 100 0.5 0.0025 50 7168 -16 1847.2837970987841 1845.9492604624686 50 TCGA 1 100 100 0.5 0.0025 50 7168 -17 1845.6766301966336 1844.775306586644 50 TCGA 1 100 100 0.5 0.0025 50 7168 -18 1844.4966649693004 1841.6034236122016 50 TCGA 1 100 100 0.5 0.0025 50 7168 -19 1842.8763982017254 1841.2678339205795 50 TCGA 1 100 100 0.5 0.0025 50 7168 -20 1841.8331579648434 1839.5738120534313 50 TCGA 1 100 100 0.5 0.0025 50 7168 -21 1840.6732440569103 1838.9113015026303 50 TCGA 1 100 100 0.5 0.0025 50 7168 -22 1839.7404924817006 1842.3870622644472 50 TCGA 1 100 100 0.5 0.0025 50 7168 -23 1838.854590590424 1836.4504989547347 50 TCGA 1 100 100 0.5 0.0025 50 7168 -24 1837.5872266164567 1835.7822026391725 50 TCGA 1 100 100 0.5 0.0025 50 7168 -25 1836.9557451583908 1834.937917124686 50 TCGA 1 100 100 0.5 0.0025 50 7168 -26 1835.9491332912435 1834.5067831834956 50 TCGA 1 100 100 0.5 0.0025 50 7168 -27 1835.3389879906467 1837.6006386915044 50 TCGA 1 100 100 0.5 0.0025 50 7168 -28 1834.8878217565787 1833.4609528354663 50 TCGA 1 100 100 0.5 0.0025 50 7168 -29 1834.1935912799804 1832.4956931876177 50 TCGA 1 100 100 0.5 0.0025 50 7168 -30 1833.6995065192823 1833.7293161363457 50 TCGA 1 100 100 0.5 0.0025 50 7168 -31 1833.067653645361 1831.8871708395493 50 TCGA 1 100 100 0.5 0.0025 50 7168 -32 1832.6475043208993 1832.2837588823022 50 TCGA 1 100 100 0.5 0.0025 50 7168 -33 1832.4153656234087 1830.6685116255103 50 TCGA 1 100 100 0.5 0.0025 50 7168 -34 1832.0094819433496 1831.3382973215687 50 TCGA 1 100 100 0.5 0.0025 50 7168 -35 1831.5545420211824 1830.6242540829146 50 TCGA 1 100 100 0.5 0.0025 50 7168 -36 1831.553998011885 1829.3384242992306 50 TCGA 1 100 100 0.5 0.0025 50 7168 -37 1830.6241756336592 1829.4498039513976 50 TCGA 1 100 100 0.5 0.0025 50 7168 -38 1830.4770731133453 1829.8656883048052 50 TCGA 1 100 100 0.5 0.0025 50 7168 -39 1830.1967364946825 1829.966133769433 50 TCGA 1 100 100 0.5 0.0025 50 7168 -40 1830.09916558081 1829.6546385491913 50 TCGA 1 100 100 0.5 0.0025 50 7168 -41 1829.4599785143168 1829.818874033252 50 TCGA 1 100 100 0.5 0.0025 50 7168 -42 1829.329184745808 1829.559999705559 50 TCGA 1 100 100 0.5 0.0025 50 7168 -43 1829.013110861154 1827.738814310812 50 TCGA 1 100 100 0.5 0.0025 50 7168 -44 1829.0046279077778 1828.5143429550094 50 TCGA 1 100 100 0.5 0.0025 50 7168 -45 1828.8589491505138 1827.9889149114715 50 TCGA 1 100 100 0.5 0.0025 50 7168 -46 1828.4466843364999 1827.8694031681846 50 TCGA 1 100 100 0.5 0.0025 50 7168 -47 1828.284529915797 1828.9861575946136 50 TCGA 1 100 100 0.5 0.0025 50 7168 -48 1828.539890776842 1827.841845335074 50 TCGA 1 100 100 0.5 0.0025 50 7168 -49 1828.29771747455 1829.4887026686165 50 TCGA 1 100 100 0.5 0.0025 50 7168 -50 1827.8213378688242 1828.0504457099953 50 TCGA 1 100 100 0.5 0.0025 50 7168 -51 1827.8705826325133 1827.3505282761464 50 TCGA 1 100 100 0.5 0.0025 50 7168 -52 1827.9113148483718 1827.1343031073336 50 TCGA 1 100 100 0.5 0.0025 50 7168 -53 1827.7120284753155 1827.43505859375 50 TCGA 1 100 100 0.5 0.0025 50 7168 -54 1827.5415348359977 1826.4656037757145 50 TCGA 1 100 100 0.5 0.0025 50 7168 -55 1827.4404237604338 1827.109658399419 50 TCGA 1 100 100 0.5 0.0025 50 7168 -56 1827.358739400498 1827.8149340452262 50 TCGA 1 100 100 0.5 0.0025 50 7168 -57 1826.9210519417015 1826.4006550084407 50 TCGA 1 100 100 0.5 0.0025 50 7168 -58 1826.779498640508 1826.358957875314 50 TCGA 1 100 100 0.5 0.0025 50 7168 -59 1826.9674161921016 1826.6325425957914 50 TCGA 1 100 100 0.5 0.0025 50 7168 -60 1827.1013359225665 1827.2821406838882 50 TCGA 1 100 100 0.5 0.0025 50 7168 -61 1827.1509960169026 1825.7432431935065 50 TCGA 1 100 100 0.5 0.0025 50 7168 -62 1826.791214747173 1826.4041349324748 50 TCGA 1 100 100 0.5 0.0025 50 7168 -63 1826.7698032546489 1827.6376904051508 50 TCGA 1 100 100 0.5 0.0025 50 7168 -64 1826.7775671663314 1827.3608367766567 50 TCGA 1 100 100 0.5 0.0025 50 7168 -65 1826.7193306344789 1826.3395738457914 50 TCGA 1 100 100 0.5 0.0025 50 7168 -66 1826.7521201183865 1826.050526681258 50 TCGA 1 100 100 0.5 0.0025 50 7168 -67 1826.411398999086 1826.022124170658 50 TCGA 1 100 100 0.5 0.0025 50 7168 -68 1826.4904081266045 1827.0055710682318 50 TCGA 1 100 100 0.5 0.0025 50 7168 -69 1826.3824910895075 1826.2620015360003 50 TCGA 1 100 100 0.5 0.0025 50 7168 -70 1826.6477440605074 1825.269381575848 50 TCGA 1 100 100 0.5 0.0025 50 7168 -71 1826.2761637051865 1825.9213585014918 50 TCGA 1 100 100 0.5 0.0025 50 7168 -72 1826.3005297107613 1824.4968592964824 50 TCGA 1 100 100 0.5 0.0025 50 7168 -73 1826.1998742426435 1826.87113484905 50 TCGA 1 100 100 0.5 0.0025 50 7168 -74 1826.4326948933815 1825.8085275007852 50 TCGA 1 100 100 0.5 0.0025 50 7168 -75 1826.4718843961032 1825.7490387729663 50 TCGA 1 100 100 0.5 0.0025 50 7168 -76 1826.1164525301679 1826.3143893294598 50 TCGA 1 100 100 0.5 0.0025 50 7168 -77 1826.1679123543058 1825.5774293832444 50 TCGA 1 100 100 0.5 0.0025 50 7168 -78 1826.678722532749 1824.9430140202967 50 TCGA 1 100 100 0.5 0.0025 50 7168 -79 1826.0781885081735 1826.4274890075376 50 TCGA 1 100 100 0.5 0.0025 50 7168 -80 1825.976467666941 1825.020096208582 50 TCGA 1 100 100 0.5 0.0025 50 7168 -81 1825.9018145243042 1824.720501923681 50 TCGA 1 100 100 0.5 0.0025 50 7168 -82 1825.889049694812 1826.0204599658448 50 TCGA 1 100 100 0.5 0.0025 50 7168 -83 1825.9612101995463 1826.6173721390153 50 TCGA 1 100 100 0.5 0.0025 50 7168 -84 1825.7793298485635 1825.76259041791 50 TCGA 1 100 100 0.5 0.0025 50 7168 -85 1826.1773208292857 1825.4215235111103 50 TCGA 1 100 100 0.5 0.0025 50 7168 -86 1826.1714862253348 1825.453276514408 50 TCGA 1 100 100 0.5 0.0025 50 7168 -87 1825.875296135302 1825.6961283468122 50 TCGA 1 100 100 0.5 0.0025 50 7168 -88 1825.8471125813385 1824.5962539749528 50 TCGA 1 100 100 0.5 0.0025 50 7168 -89 1825.9890193673086 1825.591802395768 50 TCGA 1 100 100 0.5 0.0025 50 7168 -90 1825.9298519181784 1825.0524730586526 50 TCGA 1 100 100 0.5 0.0025 50 7168 -91 1825.8718095624643 1825.2379708601602 50 TCGA 1 100 100 0.5 0.0025 50 7168 -92 1825.9612315914862 1824.483259191465 50 TCGA 1 100 100 0.5 0.0025 50 7168 -93 1826.0312289350704 1824.4703902814856 50 TCGA 1 100 100 0.5 0.0025 50 7168 -94 1825.8341658658542 1826.0766485012955 50 TCGA 1 100 100 0.5 0.0025 50 7168 -95 1825.7997918114597 1824.2164453861103 50 TCGA 1 100 100 0.5 0.0025 50 7168 -96 1825.7832465629012 1825.7335094662767 50 TCGA 1 100 100 0.5 0.0025 50 7168 -97 1825.7680769250892 1825.5007299682004 50 TCGA 1 100 100 0.5 0.0025 50 7168 -98 1825.6819224127144 1826.4065806326555 50 TCGA 1 100 100 0.5 0.0025 50 7168 -99 1825.686936942338 1825.1910608952967 50 TCGA 1 100 100 0.5 0.0025 50 7168 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index b9743d955..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2397.1643949062222 2323.315282467023 50 TCGA 1 100 100 0.0 0.0025 50 5820 -1 1967.1753589840043 1953.196948487555 50 TCGA 1 100 100 0.0 0.0025 50 5820 -2 1928.461587174581 1924.8110130731784 50 TCGA 1 100 100 0.0 0.0025 50 5820 -3 1907.6910954946013 1917.41913240519 50 TCGA 1 100 100 0.0 0.0025 50 5820 -4 1894.878701268888 1890.2539068634187 50 TCGA 1 100 100 0.0 0.0025 50 5820 -5 1885.153543960464 1879.101243522299 50 TCGA 1 100 100 0.0 0.0025 50 5820 -6 1878.2368979953817 1877.7828050162923 50 TCGA 1 100 100 0.0 0.0025 50 5820 -7 1872.2911603544185 1873.875883936283 50 TCGA 1 100 100 0.0 0.0025 50 5820 -8 1867.849813892847 1864.1708867825455 50 TCGA 1 100 100 0.0 0.0025 50 5820 -9 1864.3193870192727 1861.8088213283213 50 TCGA 1 100 100 0.0 0.0025 50 5820 -10 1860.7185741228268 1859.9005746505968 50 TCGA 1 100 100 0.0 0.0025 50 5820 -11 1857.8222938841616 1857.6365929991755 50 TCGA 1 100 100 0.0 0.0025 50 5820 -12 1855.3741046859957 1855.5385306660255 50 TCGA 1 100 100 0.0 0.0025 50 5820 -13 1853.2555872885987 1853.3430206452183 50 TCGA 1 100 100 0.0 0.0025 50 5820 -14 1850.9155617616102 1848.5737832227544 50 TCGA 1 100 100 0.0 0.0025 50 5820 -15 1849.107833703909 1848.2447601778424 50 TCGA 1 100 100 0.0 0.0025 50 5820 -16 1847.411045296302 1845.8631892372016 50 TCGA 1 100 100 0.0 0.0025 50 5820 -17 1845.4342644895103 1844.2355110513506 50 TCGA 1 100 100 0.0 0.0025 50 5820 -18 1844.0599508573998 1842.1423333709563 50 TCGA 1 100 100 0.0 0.0025 50 5820 -19 1842.7126814336273 1841.7167293989478 50 TCGA 1 100 100 0.0 0.0025 50 5820 -20 1841.6106026657246 1840.0518651607647 50 TCGA 1 100 100 0.0 0.0025 50 5820 -21 1840.7542080398596 1839.0953381409 50 TCGA 1 100 100 0.0 0.0025 50 5820 -22 1839.671113964702 1839.3755281534627 50 TCGA 1 100 100 0.0 0.0025 50 5820 -23 1838.1117338360866 1838.557565660333 50 TCGA 1 100 100 0.0 0.0025 50 5820 -24 1837.6673310521803 1837.5640243453597 50 TCGA 1 100 100 0.0 0.0025 50 5820 -25 1836.7664420222288 1836.685552395768 50 TCGA 1 100 100 0.0 0.0025 50 5820 -26 1836.138878750048 1836.3338788669912 50 TCGA 1 100 100 0.0 0.0025 50 5820 -27 1835.2757491375642 1837.074023069449 50 TCGA 1 100 100 0.0 0.0025 50 5820 -28 1834.6040002273814 1834.171252993483 50 TCGA 1 100 100 0.0 0.0025 50 5820 -29 1834.243362598779 1833.7408201898163 50 TCGA 1 100 100 0.0 0.0025 50 5820 -30 1833.4022238870086 1833.019584617423 50 TCGA 1 100 100 0.0 0.0025 50 5820 -31 1832.9909249395248 1832.476263151696 50 TCGA 1 100 100 0.0 0.0025 50 5820 -32 1832.636945804324 1832.7471322677843 50 TCGA 1 100 100 0.0 0.0025 50 5820 -33 1831.9365843432145 1832.020417026539 50 TCGA 1 100 100 0.0 0.0025 50 5820 -34 1832.1667915256523 1831.5812644766802 50 TCGA 1 100 100 0.0 0.0025 50 5820 -35 1831.1268189689226 1832.0253200818545 50 TCGA 1 100 100 0.0 0.0025 50 5820 -36 1830.8672612953803 1830.6028482255026 50 TCGA 1 100 100 0.0 0.0025 50 5820 -37 1830.5876770053594 1829.7265416437658 50 TCGA 1 100 100 0.0 0.0025 50 5820 -38 1829.9523609126036 1829.5481631791772 50 TCGA 1 100 100 0.0 0.0025 50 5820 -39 1829.7604142095458 1829.639354609964 50 TCGA 1 100 100 0.0 0.0025 50 5820 -40 1829.6195899783693 1828.6140216463175 50 TCGA 1 100 100 0.0 0.0025 50 5820 -41 1829.3267088399452 1829.85157170128 50 TCGA 1 100 100 0.0 0.0025 50 5820 -42 1829.3584750533464 1829.7512826584093 50 TCGA 1 100 100 0.0 0.0025 50 5820 -43 1828.9755074685938 1829.0236945224167 50 TCGA 1 100 100 0.0 0.0025 50 5820 -44 1828.8694624442555 1828.2663426998272 50 TCGA 1 100 100 0.0 0.0025 50 5820 -45 1828.6053233665605 1829.9909483943154 50 TCGA 1 100 100 0.0 0.0025 50 5820 -46 1828.5181231425802 1829.627316882263 50 TCGA 1 100 100 0.0 0.0025 50 5820 -47 1828.1678441726067 1827.5821570008245 50 TCGA 1 100 100 0.0 0.0025 50 5820 -48 1828.1847828148545 1830.076430124254 50 TCGA 1 100 100 0.0 0.0025 50 5820 -49 1828.1547391022646 1827.835738138937 50 TCGA 1 100 100 0.0 0.0025 50 5820 -50 1827.9857929313619 1827.4582863045698 50 TCGA 1 100 100 0.0 0.0025 50 5820 -51 1827.5194947474477 1828.1139535568468 50 TCGA 1 100 100 0.0 0.0025 50 5820 -52 1827.6012347673036 1829.2307564433495 50 TCGA 1 100 100 0.0 0.0025 50 5820 -53 1827.373832218082 1826.53238175742 50 TCGA 1 100 100 0.0 0.0025 50 5820 -54 1827.1681647110709 1829.1071728270258 50 TCGA 1 100 100 0.0 0.0025 50 5820 -55 1827.338921225993 1827.6603402755968 50 TCGA 1 100 100 0.0 0.0025 50 5820 -56 1827.7291332934235 1828.37098885541 50 TCGA 1 100 100 0.0 0.0025 50 5820 -57 1826.8511106395497 1828.0180872624842 50 TCGA 1 100 100 0.0 0.0025 50 5820 -58 1827.0293428472328 1827.3197113497174 50 TCGA 1 100 100 0.0 0.0025 50 5820 -59 1826.8289166107843 1827.1151546305748 50 TCGA 1 100 100 0.0 0.0025 50 5820 -60 1826.7713602199954 1826.2919130564935 50 TCGA 1 100 100 0.0 0.0025 50 5820 -61 1826.6879170202014 1827.2791539484533 50 TCGA 1 100 100 0.0 0.0025 50 5820 -62 1827.0772762032461 1827.8151278855214 50 TCGA 1 100 100 0.0 0.0025 50 5820 -63 1826.6701873666887 1826.7924731077262 50 TCGA 1 100 100 0.0 0.0025 50 5820 -64 1826.4975107275811 1829.0337594957207 50 TCGA 1 100 100 0.0 0.0025 50 5820 -65 1826.5370558270229 1828.7575751069803 50 TCGA 1 100 100 0.0 0.0025 50 5820 -66 1826.5354409671838 1827.270994253494 50 TCGA 1 100 100 0.0 0.0025 50 5820 -67 1826.2521907799157 1827.793860047307 50 TCGA 1 100 100 0.0 0.0025 50 5820 -68 1826.4655518913419 1826.8978394168107 50 TCGA 1 100 100 0.0 0.0025 50 5820 -69 1826.049013172094 1827.2182138720948 50 TCGA 1 100 100 0.0 0.0025 50 5820 -70 1826.3615247945938 1826.4507449356156 50 TCGA 1 100 100 0.0 0.0025 50 5820 -71 1826.3387587017507 1826.0528116657506 50 TCGA 1 100 100 0.0 0.0025 50 5820 -72 1825.9016957513481 1826.9171535166065 50 TCGA 1 100 100 0.0 0.0025 50 5820 -73 1826.117357177598 1826.8521372732805 50 TCGA 1 100 100 0.0 0.0025 50 5820 -74 1826.065290272003 1826.4232772750472 50 TCGA 1 100 100 0.0 0.0025 50 5820 -75 1825.9399848441512 1825.918385874686 50 TCGA 1 100 100 0.0 0.0025 50 5820 -76 1825.8747370017668 1826.7352497350032 50 TCGA 1 100 100 0.0 0.0025 50 5820 -77 1826.1316088014235 1826.8119491500472 50 TCGA 1 100 100 0.0 0.0025 50 5820 -78 1825.9912438701872 1826.4968310792242 50 TCGA 1 100 100 0.0 0.0025 50 5820 -79 1826.024766089355 1828.5903038139918 50 TCGA 1 100 100 0.0 0.0025 50 5820 -80 1826.000741782552 1827.3827996182083 50 TCGA 1 100 100 0.0 0.0025 50 5820 -81 1825.939216832628 1826.3607693006045 50 TCGA 1 100 100 0.0 0.0025 50 5820 -82 1825.8271518711108 1826.2913855164495 50 TCGA 1 100 100 0.0 0.0025 50 5820 -83 1825.752967702476 1827.0624472459956 50 TCGA 1 100 100 0.0 0.0025 50 5820 -84 1826.0522570622288 1825.495489532624 50 TCGA 1 100 100 0.0 0.0025 50 5820 -85 1825.7295209508027 1825.7364023486573 50 TCGA 1 100 100 0.0 0.0025 50 5820 -86 1825.5224067355016 1827.398077423249 50 TCGA 1 100 100 0.0 0.0025 50 5820 -87 1825.7611528991229 1826.3613980547268 50 TCGA 1 100 100 0.0 0.0025 50 5820 -88 1826.2438637560692 1827.851008582954 50 TCGA 1 100 100 0.0 0.0025 50 5820 -89 1825.7338156893338 1825.817605483472 50 TCGA 1 100 100 0.0 0.0025 50 5820 -90 1825.6816314687046 1826.2766143952183 50 TCGA 1 100 100 0.0 0.0025 50 5820 -91 1825.4927498355137 1825.784803534273 50 TCGA 1 100 100 0.0 0.0025 50 5820 -92 1825.5656755585558 1825.7872204037767 50 TCGA 1 100 100 0.0 0.0025 50 5820 -93 1825.6254714674576 1825.2851212851367 50 TCGA 1 100 100 0.0 0.0025 50 5820 -94 1825.5711200525484 1825.382855439306 50 TCGA 1 100 100 0.0 0.0025 50 5820 -95 1825.529710870354 1825.2590013053548 50 TCGA 1 100 100 0.0 0.0025 50 5820 -96 1825.4548256047296 1825.994609276853 50 TCGA 1 100 100 0.0 0.0025 50 5820 -97 1825.5140029323036 1825.408251585074 50 TCGA 1 100 100 0.0 0.0025 50 5820 -98 1825.4871671659391 1825.6760063746467 50 TCGA 1 100 100 0.0 0.0025 50 5820 -99 1825.3991132127958 1825.8471673553313 50 TCGA 1 100 100 0.0 0.0025 50 5820 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index 1a394299e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2411.6517363415323 2518.5677594515546 50 TCGA 1 100 100 1.0 0.0025 50 6248 -1 1962.4493645694536 1960.3350271867148 50 TCGA 1 100 100 1.0 0.0025 50 6248 -2 1925.6305985704626 1929.2647594662767 50 TCGA 1 100 100 1.0 0.0025 50 6248 -3 1906.5407606248998 1897.1767197805434 50 TCGA 1 100 100 1.0 0.0025 50 6248 -4 1894.8321158776048 1889.1418273005654 50 TCGA 1 100 100 1.0 0.0025 50 6248 -5 1885.0690826133289 1882.180717429923 50 TCGA 1 100 100 1.0 0.0025 50 6248 -6 1878.9557061487576 1878.3776530356863 50 TCGA 1 100 100 1.0 0.0025 50 6248 -7 1873.6670709970422 1866.765491274733 50 TCGA 1 100 100 1.0 0.0025 50 6248 -8 1868.1299589378305 1872.323391861652 50 TCGA 1 100 100 1.0 0.0025 50 6248 -9 1864.0254279042024 1859.2925510118955 50 TCGA 1 100 100 1.0 0.0025 50 6248 -10 1860.852976248352 1857.2857457453283 50 TCGA 1 100 100 1.0 0.0025 50 6248 -11 1858.0578584940336 1855.6275426203283 50 TCGA 1 100 100 1.0 0.0025 50 6248 -12 1855.445350446849 1851.2897924682004 50 TCGA 1 100 100 1.0 0.0025 50 6248 -13 1853.118697975347 1850.567207988183 50 TCGA 1 100 100 1.0 0.0025 50 6248 -14 1851.100239892213 1847.3275361180904 50 TCGA 1 100 100 1.0 0.0025 50 6248 -15 1849.1578121157627 1846.518027147456 50 TCGA 1 100 100 1.0 0.0025 50 6248 -16 1847.3282981112088 1844.881770301704 50 TCGA 1 100 100 1.0 0.0025 50 6248 -17 1846.1194244429048 1844.254246697354 50 TCGA 1 100 100 1.0 0.0025 50 6248 -18 1844.1758967664762 1841.927016061754 50 TCGA 1 100 100 1.0 0.0025 50 6248 -19 1843.1444367984534 1840.95188834799 50 TCGA 1 100 100 1.0 0.0025 50 6248 -20 1841.6686260412016 1840.8732738399026 50 TCGA 1 100 100 1.0 0.0025 50 6248 -21 1840.9431483578185 1838.1718148849718 50 TCGA 1 100 100 1.0 0.0025 50 6248 -22 1839.522948101464 1837.2759065100895 50 TCGA 1 100 100 1.0 0.0025 50 6248 -23 1838.8187639279242 1836.8294033644786 50 TCGA 1 100 100 1.0 0.0025 50 6248 -24 1838.1885859611539 1834.466909130614 50 TCGA 1 100 100 1.0 0.0025 50 6248 -25 1836.8066539915562 1834.2759439286276 50 TCGA 1 100 100 1.0 0.0025 50 6248 -26 1836.4202774853457 1834.5964042625235 50 TCGA 1 100 100 1.0 0.0025 50 6248 -27 1835.3856021452327 1834.1949726660646 50 TCGA 1 100 100 1.0 0.0025 50 6248 -28 1834.8253354773963 1835.9468067878454 50 TCGA 1 100 100 1.0 0.0025 50 6248 -29 1834.4140609058236 1833.040584391685 50 TCGA 1 100 100 1.0 0.0025 50 6248 -30 1833.6348467781177 1831.3368171423524 50 TCGA 1 100 100 1.0 0.0025 50 6248 -31 1833.3805190523976 1831.1045682514134 50 TCGA 1 100 100 1.0 0.0025 50 6248 -32 1832.924100756419 1831.3927780994818 50 TCGA 1 100 100 1.0 0.0025 50 6248 -33 1831.9520189549485 1831.722941489675 50 TCGA 1 100 100 1.0 0.0025 50 6248 -34 1831.9295647347901 1829.2019049102937 50 TCGA 1 100 100 1.0 0.0025 50 6248 -35 1831.34184291536 1829.19136515095 50 TCGA 1 100 100 1.0 0.0025 50 6248 -36 1831.1882144226695 1830.0199404002435 50 TCGA 1 100 100 1.0 0.0025 50 6248 -37 1830.7608123176371 1828.051034591905 50 TCGA 1 100 100 1.0 0.0025 50 6248 -38 1830.5282933613807 1828.6222567917714 50 TCGA 1 100 100 1.0 0.0025 50 6248 -39 1830.485427674205 1828.234558412178 50 TCGA 1 100 100 1.0 0.0025 50 6248 -40 1829.905716700298 1827.8045525478958 50 TCGA 1 100 100 1.0 0.0025 50 6248 -41 1829.7977856153727 1828.334606381517 50 TCGA 1 100 100 1.0 0.0025 50 6248 -42 1829.3214810449426 1826.7366342209093 50 TCGA 1 100 100 1.0 0.0025 50 6248 -43 1829.096141400887 1826.5673263779836 50 TCGA 1 100 100 1.0 0.0025 50 6248 -44 1829.022315445057 1826.8048132508245 50 TCGA 1 100 100 1.0 0.0025 50 6248 -45 1828.6550036401725 1827.0973759176743 50 TCGA 1 100 100 1.0 0.0025 50 6248 -46 1828.4247779680131 1826.492193020768 50 TCGA 1 100 100 1.0 0.0025 50 6248 -47 1828.5891783789127 1825.8796693428078 50 TCGA 1 100 100 1.0 0.0025 50 6248 -48 1828.2915138936971 1825.928092611495 50 TCGA 1 100 100 1.0 0.0025 50 6248 -49 1827.9903055134196 1826.1317298160725 50 TCGA 1 100 100 1.0 0.0025 50 6248 -50 1828.4385987963178 1829.1228370858198 50 TCGA 1 100 100 1.0 0.0025 50 6248 -51 1827.967610926883 1826.1972417016725 50 TCGA 1 100 100 1.0 0.0025 50 6248 -52 1827.6021885889452 1827.1264832463096 50 TCGA 1 100 100 1.0 0.0025 50 6248 -53 1827.5280136038568 1826.4501137278187 50 TCGA 1 100 100 1.0 0.0025 50 6248 -54 1827.4363539642834 1825.3598755496232 50 TCGA 1 100 100 1.0 0.0025 50 6248 -55 1827.5912318143985 1825.118065915515 50 TCGA 1 100 100 1.0 0.0025 50 6248 -56 1827.051157680017 1825.9929174682004 50 TCGA 1 100 100 1.0 0.0025 50 6248 -57 1827.994974760781 1824.5621147730842 50 TCGA 1 100 100 1.0 0.0025 50 6248 -58 1827.0165995323096 1825.5380785764762 50 TCGA 1 100 100 1.0 0.0025 50 6248 -59 1827.1479163678155 1824.5623282427764 50 TCGA 1 100 100 1.0 0.0025 50 6248 -60 1826.8657357230466 1824.4818955617934 50 TCGA 1 100 100 1.0 0.0025 50 6248 -61 1826.9784828149416 1826.3741596164416 50 TCGA 1 100 100 1.0 0.0025 50 6248 -62 1827.2466078378325 1823.9603633401382 50 TCGA 1 100 100 1.0 0.0025 50 6248 -63 1826.8000945687254 1825.2002910058104 50 TCGA 1 100 100 1.0 0.0025 50 6248 -64 1826.9598503398076 1825.386431670069 50 TCGA 1 100 100 1.0 0.0025 50 6248 -65 1827.1327680810673 1824.6638637523556 50 TCGA 1 100 100 1.0 0.0025 50 6248 -66 1826.6223875944843 1824.9919439727937 50 TCGA 1 100 100 1.0 0.0025 50 6248 -67 1826.4923548067716 1825.8499203782585 50 TCGA 1 100 100 1.0 0.0025 50 6248 -68 1826.4731053172352 1823.8896803352702 50 TCGA 1 100 100 1.0 0.0025 50 6248 -69 1826.6461302770783 1824.5406653629475 50 TCGA 1 100 100 1.0 0.0025 50 6248 -70 1826.2848240481594 1826.8258443094378 50 TCGA 1 100 100 1.0 0.0025 50 6248 -71 1826.4237964186023 1824.4272767646828 50 TCGA 1 100 100 1.0 0.0025 50 6248 -72 1826.3889669066416 1825.7410974550487 50 TCGA 1 100 100 1.0 0.0025 50 6248 -73 1826.5883999984303 1824.1596336173052 50 TCGA 1 100 100 1.0 0.0025 50 6248 -74 1826.2489829971955 1823.6050632802685 50 TCGA 1 100 100 1.0 0.0025 50 6248 -75 1826.2104720141103 1824.870788880928 50 TCGA 1 100 100 1.0 0.0025 50 6248 -76 1826.4829606930052 1825.169882616206 50 TCGA 1 100 100 1.0 0.0025 50 6248 -77 1826.3509928885017 1823.8991196215452 50 TCGA 1 100 100 1.0 0.0025 50 6248 -78 1826.232542133129 1826.0483606999842 50 TCGA 1 100 100 1.0 0.0025 50 6248 -79 1826.1124735066953 1823.854000225738 50 TCGA 1 100 100 1.0 0.0025 50 6248 -80 1825.8627666307755 1823.1386283222755 50 TCGA 1 100 100 1.0 0.0025 50 6248 -81 1825.8635261536497 1825.162200160961 50 TCGA 1 100 100 1.0 0.0025 50 6248 -82 1826.047970267329 1825.184721826908 50 TCGA 1 100 100 1.0 0.0025 50 6248 -83 1826.2639804094522 1824.4317522671954 50 TCGA 1 100 100 1.0 0.0025 50 6248 -84 1826.126636565164 1824.2632105841708 50 TCGA 1 100 100 1.0 0.0025 50 6248 -85 1826.0904982207355 1824.5201955824043 50 TCGA 1 100 100 1.0 0.0025 50 6248 -86 1826.2961143870907 1824.0760602328046 50 TCGA 1 100 100 1.0 0.0025 50 6248 -87 1825.7108523410031 1823.076217881399 50 TCGA 1 100 100 1.0 0.0025 50 6248 -88 1826.0128440205467 1823.5042810487987 50 TCGA 1 100 100 1.0 0.0025 50 6248 -89 1825.9772023506391 1823.7768192770493 50 TCGA 1 100 100 1.0 0.0025 50 6248 -90 1825.8809918960246 1824.0015169843357 50 TCGA 1 100 100 1.0 0.0025 50 6248 -91 1826.400895365781 1825.7386075887248 50 TCGA 1 100 100 1.0 0.0025 50 6248 -92 1825.8942504841937 1823.9781622958542 50 TCGA 1 100 100 1.0 0.0025 50 6248 -93 1825.8607464549877 1825.240626349521 50 TCGA 1 100 100 1.0 0.0025 50 6248 -94 1825.8395169165826 1823.772532094064 50 TCGA 1 100 100 1.0 0.0025 50 6248 -95 1825.920224605015 1825.3833069154366 50 TCGA 1 100 100 1.0 0.0025 50 6248 -96 1826.1770936795838 1825.06761100424 50 TCGA 1 100 100 1.0 0.0025 50 6248 -97 1825.8282430780587 1824.038294499843 50 TCGA 1 100 100 1.0 0.0025 50 6248 -98 1825.7169857780932 1823.0472062460742 50 TCGA 1 100 100 1.0 0.0025 50 6248 -99 1825.6474061632332 1823.4860103741364 50 TCGA 1 100 100 1.0 0.0025 50 6248 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 7e49ee062..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2409.1336432021703 2363.9231570449906 50 TCGA 1 50 100 0.5 0.0025 50 4268 -1 1966.541664863567 1964.605340545501 50 TCGA 1 50 100 0.5 0.0025 50 4268 -2 1927.56716115385 1911.9832180924152 50 TCGA 1 50 100 0.5 0.0025 50 4268 -3 1906.237068667637 1897.1582043518374 50 TCGA 1 50 100 0.5 0.0025 50 4268 -4 1894.433326664135 1884.6672780405936 50 TCGA 1 50 100 0.5 0.0025 50 4268 -5 1885.4674319976116 1879.5364984100188 50 TCGA 1 50 100 0.5 0.0025 50 4268 -6 1878.441649246088 1875.1138038826948 50 TCGA 1 50 100 0.5 0.0025 50 4268 -7 1872.6994769520786 1880.501067348461 50 TCGA 1 50 100 0.5 0.0025 50 4268 -8 1868.559325585981 1872.1050737083856 50 TCGA 1 50 100 0.5 0.0025 50 4268 -9 1864.523572637109 1860.2106234296482 50 TCGA 1 50 100 0.5 0.0025 50 4268 -10 1860.598951729537 1859.1487687460742 50 TCGA 1 50 100 0.5 0.0025 50 4268 -11 1857.8696603946407 1855.6806652893374 50 TCGA 1 50 100 0.5 0.0025 50 4268 -12 1855.0567316565614 1851.2073686302606 50 TCGA 1 50 100 0.5 0.0025 50 4268 -13 1853.6719947676131 1851.0609873095948 50 TCGA 1 50 100 0.5 0.0025 50 4268 -14 1850.631482548101 1848.4435912472518 50 TCGA 1 50 100 0.5 0.0025 50 4268 -15 1849.1360467024474 1844.823653791418 50 TCGA 1 50 100 0.5 0.0025 50 4268 -16 1847.54608197217 1846.1939255604193 50 TCGA 1 50 100 0.5 0.0025 50 4268 -17 1845.9700075735643 1843.8646430394158 50 TCGA 1 50 100 0.5 0.0025 50 4268 -18 1844.1202239700694 1843.1977293695038 50 TCGA 1 50 100 0.5 0.0025 50 4268 -19 1842.9009883866563 1840.9059935910018 50 TCGA 1 50 100 0.5 0.0025 50 4268 -20 1841.815964227117 1838.9924678323257 50 TCGA 1 50 100 0.5 0.0025 50 4268 -21 1840.4656755013289 1838.8575899517116 50 TCGA 1 50 100 0.5 0.0025 50 4268 -22 1839.462794265892 1837.0166843740185 50 TCGA 1 50 100 0.5 0.0025 50 4268 -23 1838.52993009005 1835.6453648859533 50 TCGA 1 50 100 0.5 0.0025 50 4268 -24 1837.7811603173573 1836.2513501344613 50 TCGA 1 50 100 0.5 0.0025 50 4268 -25 1837.094432975155 1834.3834762189856 50 TCGA 1 50 100 0.5 0.0025 50 4268 -26 1836.152494174852 1835.558766734061 50 TCGA 1 50 100 0.5 0.0025 50 4268 -27 1835.3316518632626 1833.2231647740657 50 TCGA 1 50 100 0.5 0.0025 50 4268 -28 1835.1329312865817 1833.393763249843 50 TCGA 1 50 100 0.5 0.0025 50 4268 -29 1833.8131117549829 1832.1813817623272 50 TCGA 1 50 100 0.5 0.0025 50 4268 -30 1833.6255309016249 1832.4075897063442 50 TCGA 1 50 100 0.5 0.0025 50 4268 -31 1833.6202618079149 1831.806154184006 50 TCGA 1 50 100 0.5 0.0025 50 4268 -32 1832.7793121082414 1832.5462947059516 50 TCGA 1 50 100 0.5 0.0025 50 4268 -33 1832.2252050792151 1831.8604509363222 50 TCGA 1 50 100 0.5 0.0025 50 4268 -34 1831.9889371377812 1830.2082102406564 50 TCGA 1 50 100 0.5 0.0025 50 4268 -35 1831.619081531469 1829.1977667880417 50 TCGA 1 50 100 0.5 0.0025 50 4268 -36 1831.0949631137553 1831.3656343239636 50 TCGA 1 50 100 0.5 0.0025 50 4268 -37 1830.5955596899983 1830.5664933554492 50 TCGA 1 50 100 0.5 0.0025 50 4268 -38 1830.4105789792607 1829.2909223853644 50 TCGA 1 50 100 0.5 0.0025 50 4268 -39 1830.2256701835925 1827.6986458169756 50 TCGA 1 50 100 0.5 0.0025 50 4268 -40 1829.9468918110672 1829.1684484433888 50 TCGA 1 50 100 0.5 0.0025 50 4268 -41 1829.6024872040773 1827.598985528227 50 TCGA 1 50 100 0.5 0.0025 50 4268 -42 1829.5704434949753 1827.8253492805827 50 TCGA 1 50 100 0.5 0.0025 50 4268 -43 1829.17408420151 1826.6368267116834 50 TCGA 1 50 100 0.5 0.0025 50 4268 -44 1829.0012908741385 1827.6341982127435 50 TCGA 1 50 100 0.5 0.0025 50 4268 -45 1828.638162733202 1829.898327084642 50 TCGA 1 50 100 0.5 0.0025 50 4268 -46 1828.6443310786683 1828.529995558849 50 TCGA 1 50 100 0.5 0.0025 50 4268 -47 1828.3457891696505 1827.6173954489243 50 TCGA 1 50 100 0.5 0.0025 50 4268 -48 1828.3236237134315 1827.0548911549938 50 TCGA 1 50 100 0.5 0.0025 50 4268 -49 1828.1200785185026 1826.5530435380026 50 TCGA 1 50 100 0.5 0.0025 50 4268 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 04e2d1877..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2409.084061167977 2389.0420069095476 50 TCGA 1 50 100 0.0 0.0025 50 1555 -1 1967.0969572785789 1969.667216698728 50 TCGA 1 50 100 0.0 0.0025 50 1555 -2 1929.6038486579923 1912.628717317054 50 TCGA 1 50 100 0.0 0.0025 50 1555 -3 1907.3125393366438 1895.4966936734454 50 TCGA 1 50 100 0.0 0.0025 50 1555 -4 1895.076654488067 1885.6388221625707 50 TCGA 1 50 100 0.0 0.0025 50 1555 -5 1885.9296587230717 1873.347485106195 50 TCGA 1 50 100 0.0 0.0025 50 1555 -6 1878.195587120733 1869.659963636542 50 TCGA 1 50 100 0.0 0.0025 50 1555 -7 1872.9647469548777 1866.1896966522063 50 TCGA 1 50 100 0.0 0.0025 50 1555 -8 1868.2630088611138 1864.073945778698 50 TCGA 1 50 100 0.0 0.0025 50 1555 -9 1865.1581004709387 1859.4144133754712 50 TCGA 1 50 100 0.0 0.0025 50 1555 -10 1860.7880263398276 1855.324033497566 50 TCGA 1 50 100 0.0 0.0025 50 1555 -11 1857.961594518693 1852.723876953125 50 TCGA 1 50 100 0.0 0.0025 50 1555 -12 1855.6917490660578 1853.2110399409155 50 TCGA 1 50 100 0.0 0.0025 50 1555 -13 1852.871761968804 1849.015662418538 50 TCGA 1 50 100 0.0 0.0025 50 1555 -14 1850.978213944144 1846.2961456452183 50 TCGA 1 50 100 0.0 0.0025 50 1555 -15 1849.2146788276802 1845.2639988271435 50 TCGA 1 50 100 0.0 0.0025 50 1555 -16 1847.3112667205944 1844.0841328223146 50 TCGA 1 50 100 0.0 0.0025 50 1555 -17 1846.079159470618 1843.5924789965452 50 TCGA 1 50 100 0.0 0.0025 50 1555 -18 1844.1435179669406 1840.1947414072315 50 TCGA 1 50 100 0.0 0.0025 50 1555 -19 1842.8401239026616 1840.9359811754082 50 TCGA 1 50 100 0.0 0.0025 50 1555 -20 1841.7945457856188 1838.5880930531564 50 TCGA 1 50 100 0.0 0.0025 50 1555 -21 1840.4883031188303 1837.0808111602937 50 TCGA 1 50 100 0.0 0.0025 50 1555 -22 1839.9024594436069 1837.1398527059123 50 TCGA 1 50 100 0.0 0.0025 50 1555 -23 1838.4092478555738 1835.0587188874058 50 TCGA 1 50 100 0.0 0.0025 50 1555 -24 1837.5677571441995 1836.6914087036746 50 TCGA 1 50 100 0.0 0.0025 50 1555 -25 1837.281352831192 1834.2396638956502 50 TCGA 1 50 100 0.0 0.0025 50 1555 -26 1836.0738403306686 1837.8323391861652 50 TCGA 1 50 100 0.0 0.0025 50 1555 -27 1835.240454085212 1833.5666460966945 50 TCGA 1 50 100 0.0 0.0025 50 1555 -28 1835.2929095474653 1832.595263303824 50 TCGA 1 50 100 0.0 0.0025 50 1555 -29 1834.0847423173232 1831.885200538827 50 TCGA 1 50 100 0.0 0.0025 50 1555 -30 1833.6740136353587 1830.7518752208307 50 TCGA 1 50 100 0.0 0.0025 50 1555 -31 1833.166786238982 1831.721715265782 50 TCGA 1 50 100 0.0 0.0025 50 1555 -32 1833.1963253470453 1833.2538430678785 50 TCGA 1 50 100 0.0 0.0025 50 1555 -33 1832.3367284703886 1829.9628581138113 50 TCGA 1 50 100 0.0 0.0025 50 1555 -34 1831.9265329927482 1830.2526732785018 50 TCGA 1 50 100 0.0 0.0025 50 1555 -35 1831.449306702212 1830.622800894119 50 TCGA 1 50 100 0.0 0.0025 50 1555 -36 1831.094192213639 1828.4628636345792 50 TCGA 1 50 100 0.0 0.0025 50 1555 -37 1830.8322722431485 1829.0308641596655 50 TCGA 1 50 100 0.0 0.0025 50 1555 -38 1830.4874266896852 1826.8545854271356 50 TCGA 1 50 100 0.0 0.0025 50 1555 -39 1829.9312272019147 1827.9462031838882 50 TCGA 1 50 100 0.0 0.0025 50 1555 -40 1829.7685957818255 1829.47535774576 50 TCGA 1 50 100 0.0 0.0025 50 1555 -41 1829.933196241428 1826.93896484375 50 TCGA 1 50 100 0.0 0.0025 50 1555 -42 1829.404420975503 1828.9631813854428 50 TCGA 1 50 100 0.0 0.0025 50 1555 -43 1829.193546534037 1826.9999828242776 50 TCGA 1 50 100 0.0 0.0025 50 1555 -44 1828.8644455438055 1825.9624722734768 50 TCGA 1 50 100 0.0 0.0025 50 1555 -45 1828.973034696582 1827.08386107785 50 TCGA 1 50 100 0.0 0.0025 50 1555 -46 1828.4983348759147 1826.8358773849718 50 TCGA 1 50 100 0.0 0.0025 50 1555 -47 1828.4584939273052 1827.8584119327104 50 TCGA 1 50 100 0.0 0.0025 50 1555 -48 1828.2522473118643 1826.3846030690563 50 TCGA 1 50 100 0.0 0.0025 50 1555 -49 1828.2813729968425 1825.573480807357 50 TCGA 1 50 100 0.0 0.0025 50 1555 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index aa4f8884d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.0025lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2401.843160059346 2249.4359946706186 50 TCGA 1 50 100 1.0 0.0025 50 9345 -1 1968.3383502246998 1960.340371290044 50 TCGA 1 50 100 1.0 0.0025 50 9345 -2 1928.199988124067 1913.845323418852 50 TCGA 1 50 100 1.0 0.0025 50 9345 -3 1908.1379000619795 1901.9111450808732 50 TCGA 1 50 100 1.0 0.0025 50 9345 -4 1895.3084577953646 1886.7380499911667 50 TCGA 1 50 100 1.0 0.0025 50 9345 -5 1885.4537211538545 1877.9598241451397 50 TCGA 1 50 100 1.0 0.0025 50 9345 -6 1878.3668727387221 1872.5036363457914 50 TCGA 1 50 100 1.0 0.0025 50 9345 -7 1872.8858960868392 1867.6328824297268 50 TCGA 1 50 100 1.0 0.0025 50 9345 -8 1868.1997945610733 1862.6959001550722 50 TCGA 1 50 100 1.0 0.0025 50 9345 -9 1864.7791387517746 1861.368349314934 50 TCGA 1 50 100 1.0 0.0025 50 9345 -10 1860.7160100603705 1858.0120935487987 50 TCGA 1 50 100 1.0 0.0025 50 9345 -11 1857.655500805209 1855.6996456893844 50 TCGA 1 50 100 1.0 0.0025 50 9345 -12 1854.972332373303 1850.0067690748665 50 TCGA 1 50 100 1.0 0.0025 50 9345 -13 1853.3421070036286 1848.7219581795698 50 TCGA 1 50 100 1.0 0.0025 50 9345 -14 1851.1125045999484 1848.283301271985 50 TCGA 1 50 100 1.0 0.0025 50 9345 -15 1848.9330592512592 1844.4497886159313 50 TCGA 1 50 100 1.0 0.0025 50 9345 -16 1847.282892328725 1843.7622346350895 50 TCGA 1 50 100 1.0 0.0025 50 9345 -17 1845.503308624598 1843.0155366677136 50 TCGA 1 50 100 1.0 0.0025 50 9345 -18 1844.328858634539 1841.8084765870367 50 TCGA 1 50 100 1.0 0.0025 50 9345 -19 1842.6960629755824 1839.6692495681532 50 TCGA 1 50 100 1.0 0.0025 50 9345 -20 1841.6628927832696 1839.0623987859217 50 TCGA 1 50 100 1.0 0.0025 50 9345 -21 1840.6246932641059 1837.5088025577104 50 TCGA 1 50 100 1.0 0.0025 50 9345 -22 1839.4725777674685 1838.553023295187 50 TCGA 1 50 100 1.0 0.0025 50 9345 -23 1838.5647892782179 1835.0282209386778 50 TCGA 1 50 100 1.0 0.0025 50 9345 -24 1837.5214557752024 1835.1464101513427 50 TCGA 1 50 100 1.0 0.0025 50 9345 -25 1836.875570565279 1833.433269251531 50 TCGA 1 50 100 1.0 0.0025 50 9345 -26 1835.9656192418893 1833.0747094849246 50 TCGA 1 50 100 1.0 0.0025 50 9345 -27 1835.6093051968735 1832.5158415367855 50 TCGA 1 50 100 1.0 0.0025 50 9345 -28 1834.8298557850783 1832.6458329243876 50 TCGA 1 50 100 1.0 0.0025 50 9345 -29 1834.1967732288672 1830.8145482048917 50 TCGA 1 50 100 1.0 0.0025 50 9345 -30 1833.6719878322644 1830.3824254328283 50 TCGA 1 50 100 1.0 0.0025 50 9345 -31 1833.1067804301845 1831.3560275743955 50 TCGA 1 50 100 1.0 0.0025 50 9345 -32 1832.6741340024914 1829.46322371133 50 TCGA 1 50 100 1.0 0.0025 50 9345 -33 1832.0682244013963 1829.8778542370053 50 TCGA 1 50 100 1.0 0.0025 50 9345 -34 1831.8238583298744 1829.3538431905622 50 TCGA 1 50 100 1.0 0.0025 50 9345 -35 1831.262374937541 1829.7841803009187 50 TCGA 1 50 100 1.0 0.0025 50 9345 -36 1830.7684279300363 1830.3739792713568 50 TCGA 1 50 100 1.0 0.0025 50 9345 -37 1830.8796520248056 1827.8474783585898 50 TCGA 1 50 100 1.0 0.0025 50 9345 -38 1830.31025127109 1828.0411432160804 50 TCGA 1 50 100 1.0 0.0025 50 9345 -39 1829.9544975586482 1827.542797606195 50 TCGA 1 50 100 1.0 0.0025 50 9345 -40 1829.675715152993 1827.0585305678785 50 TCGA 1 50 100 1.0 0.0025 50 9345 -41 1829.6756400495703 1827.8706122163553 50 TCGA 1 50 100 1.0 0.0025 50 9345 -42 1829.3465634352501 1827.731145964196 50 TCGA 1 50 100 1.0 0.0025 50 9345 -43 1829.198044768507 1826.9000790083228 50 TCGA 1 50 100 1.0 0.0025 50 9345 -44 1828.8851929460336 1826.0982347037923 50 TCGA 1 50 100 1.0 0.0025 50 9345 -45 1828.5719034063163 1827.5400415161746 50 TCGA 1 50 100 1.0 0.0025 50 9345 -46 1828.4467469181436 1827.602261183849 50 TCGA 1 50 100 1.0 0.0025 50 9345 -47 1828.521912418182 1827.028176159116 50 TCGA 1 50 100 1.0 0.0025 50 9345 -48 1828.336448849119 1826.6582509716552 50 TCGA 1 50 100 1.0 0.0025 50 9345 -49 1827.8818921833142 1826.4711766842022 50 TCGA 1 50 100 1.0 0.0025 50 9345 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index be0f22e45..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2859.464121492703 3585.357897887877 100 TCGA 1 100 100 0.5 0.002 50 542 -1 2040.9862927397337 2210.4981793734296 100 TCGA 1 100 100 0.5 0.002 50 542 -2 1980.8372620425994 2075.4999693290674 100 TCGA 1 100 100 0.5 0.002 50 542 -3 1955.7221002094393 1946.483691038199 100 TCGA 1 100 100 0.5 0.002 50 542 -4 1938.4288263177218 1968.767383671286 100 TCGA 1 100 100 0.5 0.002 50 542 -5 1926.2056819091006 1927.0893033281643 100 TCGA 1 100 100 0.5 0.002 50 542 -6 1915.811522974235 1931.6580491569173 100 TCGA 1 100 100 0.5 0.002 50 542 -7 1907.8362583927258 1908.9097023201948 100 TCGA 1 100 100 0.5 0.002 50 542 -8 1900.7375097503646 1910.8783621476523 100 TCGA 1 100 100 0.5 0.002 50 542 -9 1896.2859933425013 1891.0208666624137 100 TCGA 1 100 100 0.5 0.002 50 542 -10 1891.7509193220287 1887.4892645601053 100 TCGA 1 100 100 0.5 0.002 50 542 -11 1887.7340561919666 1886.7488473863457 100 TCGA 1 100 100 0.5 0.002 50 542 -12 1882.9663710527648 1877.2989097096813 100 TCGA 1 100 100 0.5 0.002 50 542 -13 1880.1445373950733 1878.921315562186 100 TCGA 1 100 100 0.5 0.002 50 542 -14 1877.3332669138576 1870.468359865735 100 TCGA 1 100 100 0.5 0.002 50 542 -15 1873.4114996093315 1872.1109060929648 100 TCGA 1 100 100 0.5 0.002 50 542 -16 1871.2246947111275 1867.6598593553706 100 TCGA 1 100 100 0.5 0.002 50 542 -17 1869.7150760228672 1863.8280691789023 100 TCGA 1 100 100 0.5 0.002 50 542 -18 1866.8007545441385 1868.6902787865106 100 TCGA 1 100 100 0.5 0.002 50 542 -19 1865.4112974759364 1865.8833921806297 100 TCGA 1 100 100 0.5 0.002 50 542 -20 1862.6709093787279 1859.6161213783762 100 TCGA 1 100 100 0.5 0.002 50 542 -21 1861.1774909020216 1857.950632066583 100 TCGA 1 100 100 0.5 0.002 50 542 -22 1859.1072301378153 1860.4037024723225 100 TCGA 1 100 100 0.5 0.002 50 542 -23 1857.400110404211 1855.1339276951162 100 TCGA 1 100 100 0.5 0.002 50 542 -24 1855.2488771956578 1854.2580345575534 100 TCGA 1 100 100 0.5 0.002 50 542 -25 1854.5070474724482 1850.6131996653187 100 TCGA 1 100 100 0.5 0.002 50 542 -26 1853.3856142854993 1849.900207212822 100 TCGA 1 100 100 0.5 0.002 50 542 -27 1852.1632562691193 1848.0954902687265 100 TCGA 1 100 100 0.5 0.002 50 542 -28 1850.4573029548892 1848.9472294332993 100 TCGA 1 100 100 0.5 0.002 50 542 -29 1849.8890193373327 1852.8521661039572 100 TCGA 1 100 100 0.5 0.002 50 542 -30 1848.4784424836407 1846.001488153659 100 TCGA 1 100 100 0.5 0.002 50 542 -31 1847.5450387131436 1844.7420298514055 100 TCGA 1 100 100 0.5 0.002 50 542 -32 1846.4973033211409 1843.2669923101837 100 TCGA 1 100 100 0.5 0.002 50 542 -33 1845.862531619195 1842.654758779248 100 TCGA 1 100 100 0.5 0.002 50 542 -34 1844.6078944869946 1843.6347631713254 100 TCGA 1 100 100 0.5 0.002 50 542 -35 1843.7598359867695 1841.026857309006 100 TCGA 1 100 100 0.5 0.002 50 542 -36 1843.004983940512 1840.5840156593515 100 TCGA 1 100 100 0.5 0.002 50 542 -37 1842.3310404216647 1838.8434322491364 100 TCGA 1 100 100 0.5 0.002 50 542 -38 1841.2116047650234 1840.102734743051 100 TCGA 1 100 100 0.5 0.002 50 542 -39 1840.9710173821368 1839.1019906662218 100 TCGA 1 100 100 0.5 0.002 50 542 -40 1840.0156598947506 1837.6334946215452 100 TCGA 1 100 100 0.5 0.002 50 542 -41 1839.4147854113182 1836.4547382910646 100 TCGA 1 100 100 0.5 0.002 50 542 -42 1838.77329674921 1837.301066489675 100 TCGA 1 100 100 0.5 0.002 50 542 -43 1837.9470298640204 1835.4842155111494 100 TCGA 1 100 100 0.5 0.002 50 542 -44 1837.6440276128797 1833.6346521425487 100 TCGA 1 100 100 0.5 0.002 50 542 -45 1836.7642505201648 1833.8610950259108 100 TCGA 1 100 100 0.5 0.002 50 542 -46 1836.1901042030013 1833.4496174721262 100 TCGA 1 100 100 0.5 0.002 50 542 -47 1835.6041568109322 1832.9270841512248 100 TCGA 1 100 100 0.5 0.002 50 542 -48 1835.299948599392 1833.0624723961605 100 TCGA 1 100 100 0.5 0.002 50 542 -49 1834.78612785284 1832.0225474295305 100 TCGA 1 100 100 0.5 0.002 50 542 -50 1834.2486442142679 1831.0361782054806 100 TCGA 1 100 100 0.5 0.002 50 542 -51 1834.1975589534616 1833.9196587183967 100 TCGA 1 100 100 0.5 0.002 50 542 -52 1833.4344199694006 1830.094460952222 100 TCGA 1 100 100 0.5 0.002 50 542 -53 1832.6944654473025 1834.763971223304 100 TCGA 1 100 100 0.5 0.002 50 542 -54 1832.468247739049 1829.7037936263348 100 TCGA 1 100 100 0.5 0.002 50 542 -55 1831.929029323145 1829.6479964519865 100 TCGA 1 100 100 0.5 0.002 50 542 -56 1831.7852554840758 1830.733432175526 100 TCGA 1 100 100 0.5 0.002 50 542 -57 1831.4666054648258 1829.0801799524968 100 TCGA 1 100 100 0.5 0.002 50 542 -58 1831.0008103730145 1828.7442265036118 100 TCGA 1 100 100 0.5 0.002 50 542 -59 1830.4653262813144 1827.4427343013897 100 TCGA 1 100 100 0.5 0.002 50 542 -60 1830.251958520674 1826.909710908056 100 TCGA 1 100 100 0.5 0.002 50 542 -61 1829.8271301385348 1827.149041717376 100 TCGA 1 100 100 0.5 0.002 50 542 -62 1829.5687112656005 1826.7842477769707 100 TCGA 1 100 100 0.5 0.002 50 542 -63 1829.4497326198255 1825.8449363516802 100 TCGA 1 100 100 0.5 0.002 50 542 -64 1829.0413513830802 1827.982585657781 100 TCGA 1 100 100 0.5 0.002 50 542 -65 1828.8277703161843 1826.4782469476288 100 TCGA 1 100 100 0.5 0.002 50 542 -66 1828.4932754095917 1828.004986480253 100 TCGA 1 100 100 0.5 0.002 50 542 -67 1828.3021819315554 1825.7994120995604 100 TCGA 1 100 100 0.5 0.002 50 542 -68 1827.8698021264624 1825.1554869071922 100 TCGA 1 100 100 0.5 0.002 50 542 -69 1827.842647756446 1825.928058873469 100 TCGA 1 100 100 0.5 0.002 50 542 -70 1827.4063165738974 1824.4764723274577 100 TCGA 1 100 100 0.5 0.002 50 542 -71 1827.1198748726838 1824.9194066033292 100 TCGA 1 100 100 0.5 0.002 50 542 -72 1826.8396010536717 1824.1403777922817 100 TCGA 1 100 100 0.5 0.002 50 542 -73 1826.8372391927373 1824.2951966865578 100 TCGA 1 100 100 0.5 0.002 50 542 -74 1826.5668836717748 1825.941701917792 100 TCGA 1 100 100 0.5 0.002 50 542 -75 1826.4570878228249 1823.6745936714824 100 TCGA 1 100 100 0.5 0.002 50 542 -76 1826.0291866724453 1823.301340687814 100 TCGA 1 100 100 0.5 0.002 50 542 -77 1825.9392010679946 1823.5122223667163 100 TCGA 1 100 100 0.5 0.002 50 542 -78 1825.8535782747708 1824.247432229507 100 TCGA 1 100 100 0.5 0.002 50 542 -79 1825.5595507599944 1822.6585441857726 100 TCGA 1 100 100 0.5 0.002 50 542 -80 1825.4219715634897 1823.9884431925252 100 TCGA 1 100 100 0.5 0.002 50 542 -81 1825.4366027784342 1824.1916105184123 100 TCGA 1 100 100 0.5 0.002 50 542 -82 1825.3234618568356 1822.0185240165672 100 TCGA 1 100 100 0.5 0.002 50 542 -83 1824.8892116876623 1822.5967588185065 100 TCGA 1 100 100 0.5 0.002 50 542 -84 1824.8757716222644 1822.4982272200848 100 TCGA 1 100 100 0.5 0.002 50 542 -85 1824.6625199503685 1821.8867764113536 100 TCGA 1 100 100 0.5 0.002 50 542 -86 1824.6471760704362 1822.8087783890153 100 TCGA 1 100 100 0.5 0.002 50 542 -87 1824.329119357324 1822.029469859061 100 TCGA 1 100 100 0.5 0.002 50 542 -88 1824.2232151382775 1821.319077688246 100 TCGA 1 100 100 0.5 0.002 50 542 -89 1824.1617521159762 1821.9897043812814 100 TCGA 1 100 100 0.5 0.002 50 542 -90 1823.9183041810697 1821.410466026421 100 TCGA 1 100 100 0.5 0.002 50 542 -91 1823.9314895188759 1821.2146670854272 100 TCGA 1 100 100 0.5 0.002 50 542 -92 1823.734276815083 1821.330028438089 100 TCGA 1 100 100 0.5 0.002 50 542 -93 1823.7799203342354 1820.5636268500707 100 TCGA 1 100 100 0.5 0.002 50 542 -94 1823.5520912542554 1820.4738542566347 100 TCGA 1 100 100 0.5 0.002 50 542 -95 1823.3212825359144 1821.2817818339745 100 TCGA 1 100 100 0.5 0.002 50 542 -96 1823.194876049922 1820.4343016351288 100 TCGA 1 100 100 0.5 0.002 50 542 -97 1823.0252037248463 1820.680213199788 100 TCGA 1 100 100 0.5 0.002 50 542 -98 1823.0133205702932 1821.4042441209956 100 TCGA 1 100 100 0.5 0.002 50 542 -99 1823.673382068987 1820.9128546786667 100 TCGA 1 100 100 0.5 0.002 50 542 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index 0220bdb71..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2878.02810361351 3721.1925619307476 100 TCGA 1 100 100 0.0 0.002 50 2215 -1 2036.7300300926006 2706.84197476641 100 TCGA 1 100 100 0.0 0.002 50 2215 -2 1978.3720429117411 2087.2939600345476 100 TCGA 1 100 100 0.0 0.002 50 2215 -3 1953.6783202280224 1995.1183812127042 100 TCGA 1 100 100 0.0 0.002 50 2215 -4 1936.3679098390498 1954.1448551350502 100 TCGA 1 100 100 0.0 0.002 50 2215 -5 1924.4710035931919 1928.351120225149 100 TCGA 1 100 100 0.0 0.002 50 2215 -6 1915.7761739923933 1917.493094746192 100 TCGA 1 100 100 0.0 0.002 50 2215 -7 1908.3274104001998 1928.131109036393 100 TCGA 1 100 100 0.0 0.002 50 2215 -8 1903.1886414166925 1894.9610043626335 100 TCGA 1 100 100 0.0 0.002 50 2215 -9 1895.5215825054154 1890.9638328360552 100 TCGA 1 100 100 0.0 0.002 50 2215 -10 1890.801899775954 1890.5879728230998 100 TCGA 1 100 100 0.0 0.002 50 2215 -11 1887.2692397745982 1882.851253950416 100 TCGA 1 100 100 0.0 0.002 50 2215 -12 1883.0727063398408 1879.4282692760678 100 TCGA 1 100 100 0.0 0.002 50 2215 -13 1880.6134351493392 1882.8966579724795 100 TCGA 1 100 100 0.0 0.002 50 2215 -14 1876.4114191511112 1868.8632174544598 100 TCGA 1 100 100 0.0 0.002 50 2215 -15 1873.3614882375396 1870.6215826446687 100 TCGA 1 100 100 0.0 0.002 50 2215 -16 1870.1601260696516 1867.4873089814305 100 TCGA 1 100 100 0.0 0.002 50 2215 -17 1868.346707497022 1863.8996925545698 100 TCGA 1 100 100 0.0 0.002 50 2215 -18 1865.8517090961036 1863.764699964667 100 TCGA 1 100 100 0.0 0.002 50 2215 -19 1864.0782653556523 1861.1272162816033 100 TCGA 1 100 100 0.0 0.002 50 2215 -20 1862.4904019951568 1857.7002333444566 100 TCGA 1 100 100 0.0 0.002 50 2215 -21 1859.7920981797938 1862.4078099236417 100 TCGA 1 100 100 0.0 0.002 50 2215 -22 1858.6175013892498 1855.2848894128847 100 TCGA 1 100 100 0.0 0.002 50 2215 -23 1857.5096503946581 1855.493372624843 100 TCGA 1 100 100 0.0 0.002 50 2215 -24 1856.0784303460991 1853.9172338744504 100 TCGA 1 100 100 0.0 0.002 50 2215 -25 1853.9471124205581 1855.200532079342 100 TCGA 1 100 100 0.0 0.002 50 2215 -26 1852.8515675005362 1851.3157768824592 100 TCGA 1 100 100 0.0 0.002 50 2215 -27 1852.0546261037696 1849.0761246417635 100 TCGA 1 100 100 0.0 0.002 50 2215 -28 1850.9984730378712 1848.725637464667 100 TCGA 1 100 100 0.0 0.002 50 2215 -29 1849.336596971272 1846.452672297032 100 TCGA 1 100 100 0.0 0.002 50 2215 -30 1848.310233380888 1846.661172071294 100 TCGA 1 100 100 0.0 0.002 50 2215 -31 1847.1452060771421 1845.2156976287688 100 TCGA 1 100 100 0.0 0.002 50 2215 -32 1846.2753433310995 1844.1643753435144 100 TCGA 1 100 100 0.0 0.002 50 2215 -33 1845.6788635969242 1842.4146765320745 100 TCGA 1 100 100 0.0 0.002 50 2215 -34 1844.0636091789027 1844.7808285813835 100 TCGA 1 100 100 0.0 0.002 50 2215 -35 1843.3489810651083 1840.4860293901147 100 TCGA 1 100 100 0.0 0.002 50 2215 -36 1842.7135337457446 1841.0596304275282 100 TCGA 1 100 100 0.0 0.002 50 2215 -37 1842.0524123104865 1839.9036024850816 100 TCGA 1 100 100 0.0 0.002 50 2215 -38 1841.1534866246145 1839.8309964127277 100 TCGA 1 100 100 0.0 0.002 50 2215 -39 1840.464051062806 1837.312542939306 100 TCGA 1 100 100 0.0 0.002 50 2215 -40 1840.0038226851796 1837.6611242246388 100 TCGA 1 100 100 0.0 0.002 50 2215 -41 1839.2108193946904 1836.80599714883 100 TCGA 1 100 100 0.0 0.002 50 2215 -42 1838.5365652839498 1836.7331855812265 100 TCGA 1 100 100 0.0 0.002 50 2215 -43 1837.5541430683138 1836.113095997566 100 TCGA 1 100 100 0.0 0.002 50 2215 -44 1837.2100697775109 1834.8746957443468 100 TCGA 1 100 100 0.0 0.002 50 2215 -45 1836.7071736903445 1834.6164060046326 100 TCGA 1 100 100 0.0 0.002 50 2215 -46 1836.2497497960544 1833.57995482785 100 TCGA 1 100 100 0.0 0.002 50 2215 -47 1835.5310037338065 1833.3555313187028 100 TCGA 1 100 100 0.0 0.002 50 2215 -48 1835.126977187526 1833.5331687735552 100 TCGA 1 100 100 0.0 0.002 50 2215 -49 1834.519618956954 1832.7131789317682 100 TCGA 1 100 100 0.0 0.002 50 2215 -50 1833.9988343163998 1833.5195054864164 100 TCGA 1 100 100 0.0 0.002 50 2215 -51 1833.4718673915545 1832.015715785961 100 TCGA 1 100 100 0.0 0.002 50 2215 -52 1832.837973181538 1831.545648776107 100 TCGA 1 100 100 0.0 0.002 50 2215 -53 1832.710501458685 1832.3840503788474 100 TCGA 1 100 100 0.0 0.002 50 2215 -54 1832.3249754932845 1830.279211609807 100 TCGA 1 100 100 0.0 0.002 50 2215 -55 1831.8416325521996 1829.4956361396828 100 TCGA 1 100 100 0.0 0.002 50 2215 -56 1831.80168371736 1829.5549439089982 100 TCGA 1 100 100 0.0 0.002 50 2215 -57 1831.4122240194479 1828.4713723647535 100 TCGA 1 100 100 0.0 0.002 50 2215 -58 1830.9724474946413 1829.2055817417163 100 TCGA 1 100 100 0.0 0.002 50 2215 -59 1830.301740821577 1828.7356276008952 100 TCGA 1 100 100 0.0 0.002 50 2215 -60 1829.8957983749974 1828.711835544912 100 TCGA 1 100 100 0.0 0.002 50 2215 -61 1829.8129481407052 1828.5144975365106 100 TCGA 1 100 100 0.0 0.002 50 2215 -62 1829.5652238752364 1826.9489463921168 100 TCGA 1 100 100 0.0 0.002 50 2215 -63 1829.2378454811937 1827.7947887631517 100 TCGA 1 100 100 0.0 0.002 50 2215 -64 1828.7191263482646 1827.1539306640625 100 TCGA 1 100 100 0.0 0.002 50 2215 -65 1828.5206919875657 1826.547947869229 100 TCGA 1 100 100 0.0 0.002 50 2215 -66 1828.413595174676 1826.4342022613066 100 TCGA 1 100 100 0.0 0.002 50 2215 -67 1827.9855357375657 1826.3878167693938 100 TCGA 1 100 100 0.0 0.002 50 2215 -68 1827.98583240426 1825.794872188089 100 TCGA 1 100 100 0.0 0.002 50 2215 -69 1827.363955981764 1825.3557116637876 100 TCGA 1 100 100 0.0 0.002 50 2215 -70 1827.1069941588287 1827.4702062558888 100 TCGA 1 100 100 0.0 0.002 50 2215 -71 1827.3521596757626 1824.764677268177 100 TCGA 1 100 100 0.0 0.002 50 2215 -72 1827.0730622090696 1825.0205703812028 100 TCGA 1 100 100 0.0 0.002 50 2215 -73 1826.6999388272268 1824.5392164680827 100 TCGA 1 100 100 0.0 0.002 50 2215 -74 1826.5639362439524 1825.3499074964668 100 TCGA 1 100 100 0.0 0.002 50 2215 -75 1826.5078616605858 1823.794143446726 100 TCGA 1 100 100 0.0 0.002 50 2215 -76 1826.0873245152395 1823.858986705991 100 TCGA 1 100 100 0.0 0.002 50 2215 -77 1825.8041291431146 1823.560694708896 100 TCGA 1 100 100 0.0 0.002 50 2215 -78 1825.256569628285 1824.2613727818782 100 TCGA 1 100 100 0.0 0.002 50 2215 -79 1825.4669142036596 1823.371257532781 100 TCGA 1 100 100 0.0 0.002 50 2215 -80 1825.3887908387123 1822.8624371859296 100 TCGA 1 100 100 0.0 0.002 50 2215 -81 1825.2112695519606 1822.9868654797424 100 TCGA 1 100 100 0.0 0.002 50 2215 -82 1824.8421410672272 1822.5654051507538 100 TCGA 1 100 100 0.0 0.002 50 2215 -83 1824.7415123594726 1822.4030356862438 100 TCGA 1 100 100 0.0 0.002 50 2215 -84 1824.8100989795528 1822.684105341159 100 TCGA 1 100 100 0.0 0.002 50 2215 -85 1824.627449186376 1822.3292659586998 100 TCGA 1 100 100 0.0 0.002 50 2215 -86 1824.4597437479943 1823.614281122409 100 TCGA 1 100 100 0.0 0.002 50 2215 -87 1824.409165612421 1822.3234194654915 100 TCGA 1 100 100 0.0 0.002 50 2215 -88 1824.2037723037545 1822.4392635786353 100 TCGA 1 100 100 0.0 0.002 50 2215 -89 1823.915109560524 1822.8025730458935 100 TCGA 1 100 100 0.0 0.002 50 2215 -90 1823.6515957542476 1821.2232616942133 100 TCGA 1 100 100 0.0 0.002 50 2215 -91 1823.7002710154418 1821.6671038296954 100 TCGA 1 100 100 0.0 0.002 50 2215 -92 1823.8051266070388 1821.8369269442917 100 TCGA 1 100 100 0.0 0.002 50 2215 -93 1823.9045401299713 1822.3471986396828 100 TCGA 1 100 100 0.0 0.002 50 2215 -94 1823.5178260398718 1821.6005264358903 100 TCGA 1 100 100 0.0 0.002 50 2215 -95 1823.2789681067702 1820.9998760894316 100 TCGA 1 100 100 0.0 0.002 50 2215 -96 1823.193092725149 1821.3205541869504 100 TCGA 1 100 100 0.0 0.002 50 2215 -97 1823.262763984715 1820.8185096625707 100 TCGA 1 100 100 0.0 0.002 50 2215 -98 1822.670978486957 1820.1880263132066 100 TCGA 1 100 100 0.0 0.002 50 2215 -99 1822.9781963128253 1820.732077747134 100 TCGA 1 100 100 0.0 0.002 50 2215 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index c95252606..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2863.9937213429757 3922.545775753769 100 TCGA 1 100 100 1.0 0.002 50 5113 -1 2043.6434733845024 2428.129335643059 100 TCGA 1 100 100 1.0 0.002 50 5113 -2 1985.2661732468093 2004.77930607628 100 TCGA 1 100 100 1.0 0.002 50 5113 -3 1961.432504246232 2032.7459434624293 100 TCGA 1 100 100 1.0 0.002 50 5113 -4 1937.1464169290746 1972.2568334838254 100 TCGA 1 100 100 1.0 0.002 50 5113 -5 1925.6439831258197 1929.1052926988457 100 TCGA 1 100 100 1.0 0.002 50 5113 -6 1915.1972673554308 1910.0657836300643 100 TCGA 1 100 100 1.0 0.002 50 5113 -7 1908.3708648153654 1904.2073121957444 100 TCGA 1 100 100 1.0 0.002 50 5113 -8 1901.605822670791 1898.2579351837312 100 TCGA 1 100 100 1.0 0.002 50 5113 -9 1896.1698528757743 1895.0690163463803 100 TCGA 1 100 100 1.0 0.002 50 5113 -10 1890.8012050420448 1886.0586636797268 100 TCGA 1 100 100 1.0 0.002 50 5113 -11 1886.604468683617 1883.6487270336056 100 TCGA 1 100 100 1.0 0.002 50 5113 -12 1883.9417196214831 1882.778355890782 100 TCGA 1 100 100 1.0 0.002 50 5113 -13 1880.3234003379764 1876.871017072668 100 TCGA 1 100 100 1.0 0.002 50 5113 -14 1876.517371277203 1872.8504160205323 100 TCGA 1 100 100 1.0 0.002 50 5113 -15 1874.6254193229006 1866.869780420658 100 TCGA 1 100 100 1.0 0.002 50 5113 -16 1871.5657193234674 1866.606151484964 100 TCGA 1 100 100 1.0 0.002 50 5113 -17 1868.9681782220566 1865.0711706726995 100 TCGA 1 100 100 1.0 0.002 50 5113 -18 1866.3177346758498 1860.7916437657036 100 TCGA 1 100 100 1.0 0.002 50 5113 -19 1864.9624442011002 1860.0724889093908 100 TCGA 1 100 100 1.0 0.002 50 5113 -20 1862.4751671868678 1859.6860946578597 100 TCGA 1 100 100 1.0 0.002 50 5113 -21 1861.2345473481842 1856.282864517902 100 TCGA 1 100 100 1.0 0.002 50 5113 -22 1858.8874470433668 1857.528199469025 100 TCGA 1 100 100 1.0 0.002 50 5113 -23 1857.3241646706306 1854.003632051861 100 TCGA 1 100 100 1.0 0.002 50 5113 -24 1855.9720474108613 1851.961183480881 100 TCGA 1 100 100 1.0 0.002 50 5113 -25 1854.8736239941156 1854.4786266537767 100 TCGA 1 100 100 1.0 0.002 50 5113 -26 1853.535735181299 1848.38209602701 100 TCGA 1 100 100 1.0 0.002 50 5113 -27 1851.882338825221 1848.6684539641567 100 TCGA 1 100 100 1.0 0.002 50 5113 -28 1850.862133279471 1847.4281699022456 100 TCGA 1 100 100 1.0 0.002 50 5113 -29 1849.296688426857 1845.705430840727 100 TCGA 1 100 100 1.0 0.002 50 5113 -30 1848.2728710359781 1844.6394944694173 100 TCGA 1 100 100 1.0 0.002 50 5113 -31 1847.4436052733067 1844.1548391370918 100 TCGA 1 100 100 1.0 0.002 50 5113 -32 1846.5912252333112 1844.6833078969064 100 TCGA 1 100 100 1.0 0.002 50 5113 -33 1845.6292703489944 1844.592333616324 100 TCGA 1 100 100 1.0 0.002 50 5113 -34 1844.7712173708876 1841.7168692584014 100 TCGA 1 100 100 1.0 0.002 50 5113 -35 1843.604004097006 1839.6464261002277 100 TCGA 1 100 100 1.0 0.002 50 5113 -36 1842.693218937595 1839.2942422071294 100 TCGA 1 100 100 1.0 0.002 50 5113 -37 1841.5952101702242 1838.6450771926036 100 TCGA 1 100 100 1.0 0.002 50 5113 -38 1841.3003500457162 1839.3660723048838 100 TCGA 1 100 100 1.0 0.002 50 5113 -39 1840.4939803217042 1836.9604897043812 100 TCGA 1 100 100 1.0 0.002 50 5113 -40 1839.7092968199531 1837.782700735121 100 TCGA 1 100 100 1.0 0.002 50 5113 -41 1839.1493636756247 1835.4921433338568 100 TCGA 1 100 100 1.0 0.002 50 5113 -42 1838.32153211309 1835.087248989086 100 TCGA 1 100 100 1.0 0.002 50 5113 -43 1838.0365655428332 1835.4961195135836 100 TCGA 1 100 100 1.0 0.002 50 5113 -44 1837.5497059984416 1834.128715476798 100 TCGA 1 100 100 1.0 0.002 50 5113 -45 1836.6953520546508 1833.46436467003 100 TCGA 1 100 100 1.0 0.002 50 5113 -46 1836.1791515297118 1832.9878199591708 100 TCGA 1 100 100 1.0 0.002 50 5113 -47 1835.4072202947978 1834.3243089225423 100 TCGA 1 100 100 1.0 0.002 50 5113 -48 1834.7884073343669 1832.2309496702262 100 TCGA 1 100 100 1.0 0.002 50 5113 -49 1834.3046544038075 1831.8214473245132 100 TCGA 1 100 100 1.0 0.002 50 5113 -50 1833.9688432388825 1830.517572604232 100 TCGA 1 100 100 1.0 0.002 50 5113 -51 1833.2277506383246 1830.6353913120288 100 TCGA 1 100 100 1.0 0.002 50 5113 -52 1833.0982302897662 1830.664616417046 100 TCGA 1 100 100 1.0 0.002 50 5113 -53 1832.745679659268 1829.0394483403345 100 TCGA 1 100 100 1.0 0.002 50 5113 -54 1832.1231308077074 1829.4298537364557 100 TCGA 1 100 100 1.0 0.002 50 5113 -55 1831.7029932283747 1828.650429883794 100 TCGA 1 100 100 1.0 0.002 50 5113 -56 1831.5303097765473 1828.286236480253 100 TCGA 1 100 100 1.0 0.002 50 5113 -57 1831.1334627877256 1828.613127895336 100 TCGA 1 100 100 1.0 0.002 50 5113 -58 1831.0193268956584 1828.247656740735 100 TCGA 1 100 100 1.0 0.002 50 5113 -59 1830.6194363379136 1827.729927101327 100 TCGA 1 100 100 1.0 0.002 50 5113 -60 1829.9609851890382 1828.5311757763427 100 TCGA 1 100 100 1.0 0.002 50 5113 -61 1829.9463442591555 1827.2678014093908 100 TCGA 1 100 100 1.0 0.002 50 5113 -62 1829.720512028211 1827.2572874136306 100 TCGA 1 100 100 1.0 0.002 50 5113 -63 1829.2920807801077 1826.952134328871 100 TCGA 1 100 100 1.0 0.002 50 5113 -64 1829.2099195161638 1827.2109399536746 100 TCGA 1 100 100 1.0 0.002 50 5113 -65 1828.8509518078015 1825.7268090942996 100 TCGA 1 100 100 1.0 0.002 50 5113 -66 1828.3216289763393 1826.1451624577967 100 TCGA 1 100 100 1.0 0.002 50 5113 -67 1827.9320384878336 1825.9788162001414 100 TCGA 1 100 100 1.0 0.002 50 5113 -68 1827.8339887215152 1826.3372072766174 100 TCGA 1 100 100 1.0 0.002 50 5113 -69 1827.7437428302937 1826.016847543381 100 TCGA 1 100 100 1.0 0.002 50 5113 -70 1827.4593334723854 1825.9990099422896 100 TCGA 1 100 100 1.0 0.002 50 5113 -71 1827.2016498554178 1825.577153958268 100 TCGA 1 100 100 1.0 0.002 50 5113 -72 1826.770438213755 1824.2154774114715 100 TCGA 1 100 100 1.0 0.002 50 5113 -73 1826.9725831631424 1823.8930933966708 100 TCGA 1 100 100 1.0 0.002 50 5113 -74 1826.616826766489 1825.080883543695 100 TCGA 1 100 100 1.0 0.002 50 5113 -75 1826.4039458155512 1823.7052952752042 100 TCGA 1 100 100 1.0 0.002 50 5113 -76 1826.054685606064 1824.1136321254712 100 TCGA 1 100 100 1.0 0.002 50 5113 -77 1825.8731778699753 1824.0296330284234 100 TCGA 1 100 100 1.0 0.002 50 5113 -78 1825.6679456957563 1822.9068732333542 100 TCGA 1 100 100 1.0 0.002 50 5113 -79 1825.630775851056 1823.0517455441268 100 TCGA 1 100 100 1.0 0.002 50 5113 -80 1825.4509986411622 1823.444400346459 100 TCGA 1 100 100 1.0 0.002 50 5113 -81 1825.2225066426743 1822.5921722872174 100 TCGA 1 100 100 1.0 0.002 50 5113 -82 1824.7906745802493 1822.2911769541065 100 TCGA 1 100 100 1.0 0.002 50 5113 -83 1824.8212150218617 1821.95541121133 100 TCGA 1 100 100 1.0 0.002 50 5113 -84 1825.1199032680997 1823.8807231960584 100 TCGA 1 100 100 1.0 0.002 50 5113 -85 1824.5880179138558 1822.8536775675252 100 TCGA 1 100 100 1.0 0.002 50 5113 -86 1824.8112468955799 1823.0626349521042 100 TCGA 1 100 100 1.0 0.002 50 5113 -87 1823.977302947259 1822.2281346920147 100 TCGA 1 100 100 1.0 0.002 50 5113 -88 1824.0446892069951 1821.7405809565405 100 TCGA 1 100 100 1.0 0.002 50 5113 -89 1823.88050610823 1821.1634276116913 100 TCGA 1 100 100 1.0 0.002 50 5113 -90 1823.8537672187404 1822.008370097558 100 TCGA 1 100 100 1.0 0.002 50 5113 -91 1824.0275494668856 1821.36935961546 100 TCGA 1 100 100 1.0 0.002 50 5113 -92 1823.5603499328975 1821.1111815179413 100 TCGA 1 100 100 1.0 0.002 50 5113 -93 1823.5156090173596 1822.089330318585 100 TCGA 1 100 100 1.0 0.002 50 5113 -94 1823.3247486297169 1820.8150849462154 100 TCGA 1 100 100 1.0 0.002 50 5113 -95 1823.4216074644953 1820.7047113006438 100 TCGA 1 100 100 1.0 0.002 50 5113 -96 1823.207278211091 1820.2137089254868 100 TCGA 1 100 100 1.0 0.002 50 5113 -97 1822.9039009606045 1820.676773761385 100 TCGA 1 100 100 1.0 0.002 50 5113 -98 1823.1838926648918 1821.0730501874607 100 TCGA 1 100 100 1.0 0.002 50 5113 -99 1823.2307720659087 1820.6715873066505 100 TCGA 1 100 100 1.0 0.002 50 5113 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index e9639aab6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2863.930849477481 3243.343505859375 100 TCGA 1 50 100 0.5 0.002 50 7898 -1 2038.6384340702043 2776.1649568644 100 TCGA 1 50 100 0.5 0.002 50 7898 -2 1982.7207937205474 2088.24457860592 100 TCGA 1 50 100 0.5 0.002 50 7898 -3 1954.492075798647 1996.0969992786197 100 TCGA 1 50 100 0.5 0.002 50 7898 -4 1936.5491140820989 1930.4326754622723 100 TCGA 1 50 100 0.5 0.002 50 7898 -5 1925.7613222905868 1950.8251658684046 100 TCGA 1 50 100 0.5 0.002 50 7898 -6 1914.196940726395 1916.9630979605056 100 TCGA 1 50 100 0.5 0.002 50 7898 -7 1908.4001272043781 1942.7681210005103 100 TCGA 1 50 100 0.5 0.002 50 7898 -8 1902.6953909007789 1896.8635168027638 100 TCGA 1 50 100 0.5 0.002 50 7898 -9 1894.7486347990891 1895.610231945862 100 TCGA 1 50 100 0.5 0.002 50 7898 -10 1891.4198838736493 1905.2237659243483 100 TCGA 1 50 100 0.5 0.002 50 7898 -11 1886.7222342973896 1885.345874268805 100 TCGA 1 50 100 0.5 0.002 50 7898 -12 1883.1732561017989 1884.7989863870132 100 TCGA 1 50 100 0.5 0.002 50 7898 -13 1879.930824529301 1880.1857523702497 100 TCGA 1 50 100 0.5 0.002 50 7898 -14 1876.0485660941729 1878.759558902913 100 TCGA 1 50 100 0.5 0.002 50 7898 -15 1873.873736485744 1874.4399279110396 100 TCGA 1 50 100 0.5 0.002 50 7898 -16 1870.0708109730788 1874.4985498782978 100 TCGA 1 50 100 0.5 0.002 50 7898 -17 1868.162294803606 1869.1181278707993 100 TCGA 1 50 100 0.5 0.002 50 7898 -18 1866.0289302280485 1867.5524736720713 100 TCGA 1 50 100 0.5 0.002 50 7898 -19 1864.4263899256334 1865.8741203576476 100 TCGA 1 50 100 0.5 0.002 50 7898 -20 1861.9254195627084 1863.2066227131752 100 TCGA 1 50 100 0.5 0.002 50 7898 -21 1860.1585557786252 1863.594346856352 100 TCGA 1 50 100 0.5 0.002 50 7898 -22 1858.376130080327 1859.9919924328674 100 TCGA 1 50 100 0.5 0.002 50 7898 -23 1856.8805133160874 1858.20583569704 100 TCGA 1 50 100 0.5 0.002 50 7898 -24 1855.506456223752 1858.7404705411825 100 TCGA 1 50 100 0.5 0.002 50 7898 -25 1854.3256021408727 1857.4692732461133 100 TCGA 1 50 100 0.5 0.002 50 7898 -26 1852.7039018271823 1855.0482269747174 100 TCGA 1 50 100 0.5 0.002 50 7898 -27 1852.0493306720853 1854.061119194606 100 TCGA 1 50 100 0.5 0.002 50 7898 -28 1850.1528555487587 1851.6764572373586 100 TCGA 1 50 100 0.5 0.002 50 7898 -29 1849.3199882690417 1851.1607028060223 100 TCGA 1 50 100 0.5 0.002 50 7898 -30 1847.9968371403538 1851.0315738850502 100 TCGA 1 50 100 0.5 0.002 50 7898 -31 1846.7506558605305 1850.0156115047896 100 TCGA 1 50 100 0.5 0.002 50 7898 -32 1845.9396447259303 1850.3449093612594 100 TCGA 1 50 100 0.5 0.002 50 7898 -33 1845.0033314880855 1849.420846910333 100 TCGA 1 50 100 0.5 0.002 50 7898 -34 1844.173582989718 1847.3901698433574 100 TCGA 1 50 100 0.5 0.002 50 7898 -35 1843.3287856294342 1847.3396535902168 100 TCGA 1 50 100 0.5 0.002 50 7898 -36 1842.5863409220128 1844.7597079636464 100 TCGA 1 50 100 0.5 0.002 50 7898 -37 1841.5928798794334 1845.281508249254 100 TCGA 1 50 100 0.5 0.002 50 7898 -38 1841.2664419404762 1845.0630158850895 100 TCGA 1 50 100 0.5 0.002 50 7898 -39 1839.8044105220658 1844.39344059163 100 TCGA 1 50 100 0.5 0.002 50 7898 -40 1839.1002035667912 1845.2841036235866 100 TCGA 1 50 100 0.5 0.002 50 7898 -41 1838.6314626413339 1842.4184048906643 100 TCGA 1 50 100 0.5 0.002 50 7898 -42 1837.9837768432058 1841.2255748959642 100 TCGA 1 50 100 0.5 0.002 50 7898 -43 1837.1742825606582 1840.4799381428627 100 TCGA 1 50 100 0.5 0.002 50 7898 -44 1836.722061663071 1841.1164323816347 100 TCGA 1 50 100 0.5 0.002 50 7898 -45 1836.345875159799 1840.0649831187186 100 TCGA 1 50 100 0.5 0.002 50 7898 -46 1836.1646799776674 1839.8397535774577 100 TCGA 1 50 100 0.5 0.002 50 7898 -47 1834.9739847848532 1837.8332826240578 100 TCGA 1 50 100 0.5 0.002 50 7898 -48 1834.4985224300895 1837.664497413827 100 TCGA 1 50 100 0.5 0.002 50 7898 -49 1834.1533697319692 1837.6018176821608 100 TCGA 1 50 100 0.5 0.002 50 7898 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index 77f944de8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2873.239296808508 3960.517499607412 100 TCGA 1 50 100 0.0 0.002 50 8184 -1 2033.9808634926078 2420.7445172640546 100 TCGA 1 50 100 0.0 0.002 50 8184 -2 1979.266241292254 2127.021878189777 100 TCGA 1 50 100 0.0 0.002 50 8184 -3 1954.0972655405224 1954.1192872320587 100 TCGA 1 50 100 0.0 0.002 50 8184 -4 1935.2091001503595 1940.133314889879 100 TCGA 1 50 100 0.0 0.002 50 8184 -5 1924.6107262893372 1929.6925515026303 100 TCGA 1 50 100 0.0 0.002 50 8184 -6 1914.2838028078434 1910.1715744248586 100 TCGA 1 50 100 0.0 0.002 50 8184 -7 1904.8311390289705 1913.1103546295933 100 TCGA 1 50 100 0.0 0.002 50 8184 -8 1901.132077843553 1910.7753292831344 100 TCGA 1 50 100 0.0 0.002 50 8184 -9 1896.5688875515368 1902.2164981401147 100 TCGA 1 50 100 0.0 0.002 50 8184 -10 1890.3382900411336 1888.2459624784076 100 TCGA 1 50 100 0.0 0.002 50 8184 -11 1886.4420497113804 1885.1885832973462 100 TCGA 1 50 100 0.0 0.002 50 8184 -12 1883.5723991134307 1888.2687460741206 100 TCGA 1 50 100 0.0 0.002 50 8184 -13 1878.6887756681479 1877.5167217925566 100 TCGA 1 50 100 0.0 0.002 50 8184 -14 1876.3929920522266 1875.024565576908 100 TCGA 1 50 100 0.0 0.002 50 8184 -15 1873.762711622151 1872.7579180080088 100 TCGA 1 50 100 0.0 0.002 50 8184 -16 1870.8323306417822 1872.534582703557 100 TCGA 1 50 100 0.0 0.002 50 8184 -17 1869.3014619769576 1866.8355283497565 100 TCGA 1 50 100 0.0 0.002 50 8184 -18 1867.064541785735 1863.518428323257 100 TCGA 1 50 100 0.0 0.002 50 8184 -19 1863.8026373482453 1861.9331005614008 100 TCGA 1 50 100 0.0 0.002 50 8184 -20 1862.673937346523 1860.4979978015076 100 TCGA 1 50 100 0.0 0.002 50 8184 -21 1860.7248547146637 1860.4566012435223 100 TCGA 1 50 100 0.0 0.002 50 8184 -22 1859.056720265694 1856.4401738919205 100 TCGA 1 50 100 0.0 0.002 50 8184 -23 1857.2844791201585 1859.318233010757 100 TCGA 1 50 100 0.0 0.002 50 8184 -24 1855.7095293108275 1854.5561946696373 100 TCGA 1 50 100 0.0 0.002 50 8184 -25 1854.061893667942 1851.563006070391 100 TCGA 1 50 100 0.0 0.002 50 8184 -26 1852.70116288221 1851.240373621035 100 TCGA 1 50 100 0.0 0.002 50 8184 -27 1851.7637176837277 1850.1319224295305 100 TCGA 1 50 100 0.0 0.002 50 8184 -28 1850.7370636262244 1851.1127426684202 100 TCGA 1 50 100 0.0 0.002 50 8184 -29 1849.6484569707532 1847.404163149733 100 TCGA 1 50 100 0.0 0.002 50 8184 -30 1848.7750820496715 1848.049916943114 100 TCGA 1 50 100 0.0 0.002 50 8184 -31 1847.1889296764907 1846.249403143648 100 TCGA 1 50 100 0.0 0.002 50 8184 -32 1846.0510737200589 1845.1019875991285 100 TCGA 1 50 100 0.0 0.002 50 8184 -33 1845.0665986684567 1846.1571394570508 100 TCGA 1 50 100 0.0 0.002 50 8184 -34 1844.6035057465563 1844.448317024576 100 TCGA 1 50 100 0.0 0.002 50 8184 -35 1843.6468658328042 1842.0526626050173 100 TCGA 1 50 100 0.0 0.002 50 8184 -36 1842.6283605102717 1841.820552960113 100 TCGA 1 50 100 0.0 0.002 50 8184 -37 1842.0799059811973 1842.454864041889 100 TCGA 1 50 100 0.0 0.002 50 8184 -38 1841.7139306139209 1840.8981847715138 100 TCGA 1 50 100 0.0 0.002 50 8184 -39 1840.5179508488975 1839.3125674760522 100 TCGA 1 50 100 0.0 0.002 50 8184 -40 1839.7542745728806 1838.7997826044284 100 TCGA 1 50 100 0.0 0.002 50 8184 -41 1839.1019850112534 1839.0444108972597 100 TCGA 1 50 100 0.0 0.002 50 8184 -42 1838.2249173644345 1838.596002473304 100 TCGA 1 50 100 0.0 0.002 50 8184 -43 1837.7880672297715 1838.0715693948257 100 TCGA 1 50 100 0.0 0.002 50 8184 -44 1837.3438146527105 1836.1758959592887 100 TCGA 1 50 100 0.0 0.002 50 8184 -45 1836.2676917339145 1835.8306995180983 100 TCGA 1 50 100 0.0 0.002 50 8184 -46 1836.5581304305551 1835.3366527461526 100 TCGA 1 50 100 0.0 0.002 50 8184 -47 1835.5101401747065 1834.3686725865657 100 TCGA 1 50 100 0.0 0.002 50 8184 -48 1835.008508460199 1839.4339176350502 100 TCGA 1 50 100 0.0 0.002 50 8184 -49 1834.4619309852958 1834.3286304569724 100 TCGA 1 50 100 0.0 0.002 50 8184 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index b8ea6dc2f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2867.2663282361837 3386.8824493561556 100 TCGA 1 50 100 1.0 0.002 50 826 -1 2036.6775848085506 2310.879953969064 100 TCGA 1 50 100 1.0 0.002 50 826 -2 1979.2589102607844 2071.6643876118874 100 TCGA 1 50 100 1.0 0.002 50 826 -3 1955.141660492526 1963.8967039788788 100 TCGA 1 50 100 1.0 0.002 50 826 -4 1936.766663503748 1964.0357070999528 100 TCGA 1 50 100 1.0 0.002 50 826 -5 1921.7055220281936 1919.0381221292007 100 TCGA 1 50 100 1.0 0.002 50 826 -6 1915.55393322292 1917.0917073158762 100 TCGA 1 50 100 1.0 0.002 50 826 -7 1907.277031931817 1912.8115307985238 100 TCGA 1 50 100 1.0 0.002 50 826 -8 1901.4827157348539 1905.896919288827 100 TCGA 1 50 100 1.0 0.002 50 826 -9 1895.5375047580035 1893.3067001266097 100 TCGA 1 50 100 1.0 0.002 50 826 -10 1890.5414774047701 1888.2385671030936 100 TCGA 1 50 100 1.0 0.002 50 826 -11 1886.3978114383058 1888.7997918057083 100 TCGA 1 50 100 1.0 0.002 50 826 -12 1882.1742469710102 1880.620810350581 100 TCGA 1 50 100 1.0 0.002 50 826 -13 1878.6234006595366 1890.488591026421 100 TCGA 1 50 100 1.0 0.002 50 826 -14 1875.9970859272537 1874.28016854291 100 TCGA 1 50 100 1.0 0.002 50 826 -15 1873.946872272187 1872.7651502139604 100 TCGA 1 50 100 1.0 0.002 50 826 -16 1870.8834837300262 1872.071173126374 100 TCGA 1 50 100 1.0 0.002 50 826 -17 1868.0888655796982 1868.4902730203753 100 TCGA 1 50 100 1.0 0.002 50 826 -18 1865.8483052841852 1865.5317217189463 100 TCGA 1 50 100 1.0 0.002 50 826 -19 1864.248925906604 1864.2947691337547 100 TCGA 1 50 100 1.0 0.002 50 826 -20 1862.2770527787395 1862.5662841796875 100 TCGA 1 50 100 1.0 0.002 50 826 -21 1860.987031592816 1858.904011635325 100 TCGA 1 50 100 1.0 0.002 50 826 -22 1858.8874563904183 1859.2391682533762 100 TCGA 1 50 100 1.0 0.002 50 826 -23 1857.1838112801418 1857.5666853554883 100 TCGA 1 50 100 1.0 0.002 50 826 -24 1855.1976634197063 1857.122747526696 100 TCGA 1 50 100 1.0 0.002 50 826 -25 1854.3132230748236 1853.1823877689228 100 TCGA 1 50 100 1.0 0.002 50 826 -26 1853.1471203015124 1851.521022470752 100 TCGA 1 50 100 1.0 0.002 50 826 -27 1851.6191558037397 1852.4359842425015 100 TCGA 1 50 100 1.0 0.002 50 826 -28 1850.4385931417603 1854.466438638505 100 TCGA 1 50 100 1.0 0.002 50 826 -29 1849.0604402831868 1849.910366652599 100 TCGA 1 50 100 1.0 0.002 50 826 -30 1847.8329263596227 1848.3274005525675 100 TCGA 1 50 100 1.0 0.002 50 826 -31 1847.3327253980153 1847.7902169539102 100 TCGA 1 50 100 1.0 0.002 50 826 -32 1846.0913870354052 1846.8338997232256 100 TCGA 1 50 100 1.0 0.002 50 826 -33 1845.0571190550572 1844.6857762935772 100 TCGA 1 50 100 1.0 0.002 50 826 -34 1844.279232917187 1845.3972621898556 100 TCGA 1 50 100 1.0 0.002 50 826 -35 1843.3215196185618 1843.2342480223383 100 TCGA 1 50 100 1.0 0.002 50 826 -36 1842.5604824811728 1845.4714146906408 100 TCGA 1 50 100 1.0 0.002 50 826 -37 1841.78997148032 1842.6486153914102 100 TCGA 1 50 100 1.0 0.002 50 826 -38 1841.2536912405646 1841.7380383362124 100 TCGA 1 50 100 1.0 0.002 50 826 -39 1840.1379347523484 1839.915801541889 100 TCGA 1 50 100 1.0 0.002 50 826 -40 1839.5305279607098 1840.284363099678 100 TCGA 1 50 100 1.0 0.002 50 826 -41 1838.780823755376 1841.1785937745367 100 TCGA 1 50 100 1.0 0.002 50 826 -42 1838.571366877385 1840.9207794342808 100 TCGA 1 50 100 1.0 0.002 50 826 -43 1837.3688021827081 1839.8450142558495 100 TCGA 1 50 100 1.0 0.002 50 826 -44 1836.8386858874019 1837.0555720497016 100 TCGA 1 50 100 1.0 0.002 50 826 -45 1836.412258927824 1837.9002900243404 100 TCGA 1 50 100 1.0 0.002 50 826 -46 1836.2496546223595 1836.0501758057867 100 TCGA 1 50 100 1.0 0.002 50 826 -47 1835.0445328550768 1838.824484360278 100 TCGA 1 50 100 1.0 0.002 50 826 -48 1834.943144651699 1835.3253222901617 100 TCGA 1 50 100 1.0 0.002 50 826 -49 1834.6488468082027 1835.6176500176664 100 TCGA 1 50 100 1.0 0.002 50 826 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index b8caab0b2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3176.80027683623 4506.928445940641 150 TCGA 1 100 100 0.5 0.002 50 1688 -1 2084.7007438999453 3190.914010972833 150 TCGA 1 100 100 0.5 0.002 50 1688 -2 2010.1230536195926 2225.149576005025 150 TCGA 1 100 100 0.5 0.002 50 1688 -3 1977.9005270020239 2202.3048310399654 150 TCGA 1 100 100 0.5 0.002 50 1688 -4 1955.97960999305 2057.9141900910804 150 TCGA 1 100 100 0.5 0.002 50 1688 -5 1944.7470202935117 1951.5356715216708 150 TCGA 1 100 100 0.5 0.002 50 1688 -6 1933.2172955797112 1947.1231204852386 150 TCGA 1 100 100 0.5 0.002 50 1688 -7 1925.0253610032946 1939.9802368777482 150 TCGA 1 100 100 0.5 0.002 50 1688 -8 1919.5506953961058 1925.42424340943 150 TCGA 1 100 100 0.5 0.002 50 1688 -9 1913.6818025905993 1912.7466519609768 150 TCGA 1 100 100 0.5 0.002 50 1688 -10 1908.077294951851 1921.3814372153738 150 TCGA 1 100 100 0.5 0.002 50 1688 -11 1904.1230714689184 1904.6866056355998 150 TCGA 1 100 100 0.5 0.002 50 1688 -12 1899.7636204662167 1903.6595937450927 150 TCGA 1 100 100 0.5 0.002 50 1688 -13 1894.8659315342375 1896.851099368915 150 TCGA 1 100 100 0.5 0.002 50 1688 -14 1892.7232344318998 1898.25909025106 150 TCGA 1 100 100 0.5 0.002 50 1688 -15 1889.8066429958265 1894.047235076751 150 TCGA 1 100 100 0.5 0.002 50 1688 -16 1885.791717294258 1889.4150083915672 150 TCGA 1 100 100 0.5 0.002 50 1688 -17 1883.453501266512 1881.8480034449592 150 TCGA 1 100 100 0.5 0.002 50 1688 -18 1880.8171192283728 1881.862821799427 150 TCGA 1 100 100 0.5 0.002 50 1688 -19 1879.0676159028935 1882.6252631566033 150 TCGA 1 100 100 0.5 0.002 50 1688 -20 1876.2076991690444 1875.6485601837312 150 TCGA 1 100 100 0.5 0.002 50 1688 -21 1874.8232068703608 1873.1425842591866 150 TCGA 1 100 100 0.5 0.002 50 1688 -22 1872.7719511961827 1871.5050441416065 150 TCGA 1 100 100 0.5 0.002 50 1688 -23 1870.834228638254 1871.4069407094064 150 TCGA 1 100 100 0.5 0.002 50 1688 -24 1869.099480437466 1867.8602331726995 150 TCGA 1 100 100 0.5 0.002 50 1688 -25 1867.2684042490225 1865.1929232343357 150 TCGA 1 100 100 0.5 0.002 50 1688 -26 1865.9159040735267 1864.8674414553234 150 TCGA 1 100 100 0.5 0.002 50 1688 -27 1864.8657620473955 1862.4827169293735 150 TCGA 1 100 100 0.5 0.002 50 1688 -28 1862.9769356190354 1860.91057153443 150 TCGA 1 100 100 0.5 0.002 50 1688 -29 1861.7889347206283 1859.0595733795933 150 TCGA 1 100 100 0.5 0.002 50 1688 -30 1860.5235515994304 1859.1673657594613 150 TCGA 1 100 100 0.5 0.002 50 1688 -31 1858.8522807922943 1858.27708366049 150 TCGA 1 100 100 0.5 0.002 50 1688 -32 1858.1065158377749 1856.5332982048917 150 TCGA 1 100 100 0.5 0.002 50 1688 -33 1856.6693410770158 1855.8139728181925 150 TCGA 1 100 100 0.5 0.002 50 1688 -34 1855.8401522299503 1853.555049417007 150 TCGA 1 100 100 0.5 0.002 50 1688 -35 1854.8109540167577 1857.7462066190326 150 TCGA 1 100 100 0.5 0.002 50 1688 -36 1853.461782863143 1851.30345084799 150 TCGA 1 100 100 0.5 0.002 50 1688 -37 1852.4657864805338 1854.1202558201162 150 TCGA 1 100 100 0.5 0.002 50 1688 -38 1852.1587379643768 1850.9120676625314 150 TCGA 1 100 100 0.5 0.002 50 1688 -39 1850.9583443063539 1849.7610427626414 150 TCGA 1 100 100 0.5 0.002 50 1688 -40 1850.13753146659 1849.7203571568782 150 TCGA 1 100 100 0.5 0.002 50 1688 -41 1849.045015127508 1852.9873911795305 150 TCGA 1 100 100 0.5 0.002 50 1688 -42 1848.3109200485371 1847.4799755614008 150 TCGA 1 100 100 0.5 0.002 50 1688 -43 1847.9017667807643 1848.0903602485082 150 TCGA 1 100 100 0.5 0.002 50 1688 -44 1846.317499132877 1845.6857529836684 150 TCGA 1 100 100 0.5 0.002 50 1688 -45 1845.6545329629903 1844.7344222332365 150 TCGA 1 100 100 0.5 0.002 50 1688 -46 1845.2918330968685 1844.6549734757773 150 TCGA 1 100 100 0.5 0.002 50 1688 -47 1844.29929919732 1844.1277793999293 150 TCGA 1 100 100 0.5 0.002 50 1688 -48 1844.2509133540862 1843.023866893059 150 TCGA 1 100 100 0.5 0.002 50 1688 -49 1843.5035252418352 1842.8450713037846 150 TCGA 1 100 100 0.5 0.002 50 1688 -50 1842.8440849405538 1841.8503056051743 150 TCGA 1 100 100 0.5 0.002 50 1688 -51 1842.3508676025854 1841.4833162394002 150 TCGA 1 100 100 0.5 0.002 50 1688 -52 1841.9938290111986 1843.9378772524733 150 TCGA 1 100 100 0.5 0.002 50 1688 -53 1840.9256926982687 1839.0565633342494 150 TCGA 1 100 100 0.5 0.002 50 1688 -54 1840.2766001825155 1839.7563409086447 150 TCGA 1 100 100 0.5 0.002 50 1688 -55 1839.8805376374971 1838.9088619366364 150 TCGA 1 100 100 0.5 0.002 50 1688 -56 1839.2132208239009 1838.929343372134 150 TCGA 1 100 100 0.5 0.002 50 1688 -57 1838.7653906015641 1837.8608067191426 150 TCGA 1 100 100 0.5 0.002 50 1688 -58 1838.2316051116545 1836.9740474835114 150 TCGA 1 100 100 0.5 0.002 50 1688 -59 1837.850887768236 1837.5967164926194 150 TCGA 1 100 100 0.5 0.002 50 1688 -60 1837.4232129636573 1836.3871076574278 150 TCGA 1 100 100 0.5 0.002 50 1688 -61 1836.8585097845917 1836.2137322353958 150 TCGA 1 100 100 0.5 0.002 50 1688 -62 1836.719074026577 1836.0932377954225 150 TCGA 1 100 100 0.5 0.002 50 1688 -63 1836.04946304323 1834.9936179923052 150 TCGA 1 100 100 0.5 0.002 50 1688 -64 1835.5292968886254 1835.2679658055904 150 TCGA 1 100 100 0.5 0.002 50 1688 -65 1835.417959321196 1835.4515288846576 150 TCGA 1 100 100 0.5 0.002 50 1688 -66 1834.926814576081 1834.8181324100974 150 TCGA 1 100 100 0.5 0.002 50 1688 -67 1834.7257425210507 1833.773626432946 150 TCGA 1 100 100 0.5 0.002 50 1688 -68 1834.1376192144203 1833.2665064826083 150 TCGA 1 100 100 0.5 0.002 50 1688 -69 1833.8945217666942 1835.123558466159 150 TCGA 1 100 100 0.5 0.002 50 1688 -70 1833.3306991725326 1832.606555727858 150 TCGA 1 100 100 0.5 0.002 50 1688 -71 1833.1380527895308 1833.4748743718592 150 TCGA 1 100 100 0.5 0.002 50 1688 -72 1832.6910210588253 1832.328199837076 150 TCGA 1 100 100 0.5 0.002 50 1688 -73 1832.3843504033566 1832.5896112643295 150 TCGA 1 100 100 0.5 0.002 50 1688 -74 1831.9993430766854 1832.0488005211605 150 TCGA 1 100 100 0.5 0.002 50 1688 -75 1831.6991926709088 1830.4381250736103 150 TCGA 1 100 100 0.5 0.002 50 1688 -76 1831.6024181094735 1831.5850848480684 150 TCGA 1 100 100 0.5 0.002 50 1688 -77 1831.3844610146746 1830.741683269865 150 TCGA 1 100 100 0.5 0.002 50 1688 -78 1831.1163035087359 1830.645155096773 150 TCGA 1 100 100 0.5 0.002 50 1688 -79 1830.5545061454002 1830.0803461889525 150 TCGA 1 100 100 0.5 0.002 50 1688 -80 1830.3018910965493 1829.7286579381282 150 TCGA 1 100 100 0.5 0.002 50 1688 -81 1830.1692376326791 1830.116907781093 150 TCGA 1 100 100 0.5 0.002 50 1688 -82 1829.8017627176582 1829.6804561135757 150 TCGA 1 100 100 0.5 0.002 50 1688 -83 1829.5118652371 1829.3202763082993 150 TCGA 1 100 100 0.5 0.002 50 1688 -84 1829.360208890523 1829.6972165515076 150 TCGA 1 100 100 0.5 0.002 50 1688 -85 1829.1203538341333 1828.357995421443 150 TCGA 1 100 100 0.5 0.002 50 1688 -86 1829.0698949756572 1827.85336963136 150 TCGA 1 100 100 0.5 0.002 50 1688 -87 1828.628839253714 1828.3753355400047 150 TCGA 1 100 100 0.5 0.002 50 1688 -88 1828.2857839331216 1828.4234919715766 150 TCGA 1 100 100 0.5 0.002 50 1688 -89 1828.0659445656079 1828.6950781740734 150 TCGA 1 100 100 0.5 0.002 50 1688 -90 1827.9373463050424 1827.6067520218278 150 TCGA 1 100 100 0.5 0.002 50 1688 -91 1827.7844164295113 1826.997822363772 150 TCGA 1 100 100 0.5 0.002 50 1688 -92 1827.7612275665315 1827.54236637288 150 TCGA 1 100 100 0.5 0.002 50 1688 -93 1827.3714642665764 1827.4108641351288 150 TCGA 1 100 100 0.5 0.002 50 1688 -94 1826.9528799055943 1826.553233084367 150 TCGA 1 100 100 0.5 0.002 50 1688 -95 1827.1895253534549 1826.6721841630026 150 TCGA 1 100 100 0.5 0.002 50 1688 -96 1827.055370720413 1826.4107899114715 150 TCGA 1 100 100 0.5 0.002 50 1688 -97 1826.676349853216 1825.831753371349 150 TCGA 1 100 100 0.5 0.002 50 1688 -98 1826.2888439206995 1825.5917214245053 150 TCGA 1 100 100 0.5 0.002 50 1688 -99 1826.3088112256398 1825.7861598029208 150 TCGA 1 100 100 0.5 0.002 50 1688 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index f38a2c8f0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3187.6609124891434 4485.976864301979 150 TCGA 1 100 100 0.0 0.002 50 6684 -1 2094.3828563602897 3126.661124224639 150 TCGA 1 100 100 0.0 0.002 50 6684 -2 2010.6929092041044 2325.8494449788004 150 TCGA 1 100 100 0.0 0.002 50 6684 -3 1977.3665011729868 2178.4837235493874 150 TCGA 1 100 100 0.0 0.002 50 6684 -4 1959.703279049219 2000.6276438344064 150 TCGA 1 100 100 0.0 0.002 50 6684 -5 1945.569275822061 2011.24125203655 150 TCGA 1 100 100 0.0 0.002 50 6684 -6 1934.0840817287653 1945.6395686930748 150 TCGA 1 100 100 0.0 0.002 50 6684 -7 1926.995176648918 1938.82650496133 150 TCGA 1 100 100 0.0 0.002 50 6684 -8 1919.7192902078 1918.8142648054727 150 TCGA 1 100 100 0.0 0.002 50 6684 -9 1911.779684028238 1920.410284454499 150 TCGA 1 100 100 0.0 0.002 50 6684 -10 1907.7011261889013 1915.04957649576 150 TCGA 1 100 100 0.0 0.002 50 6684 -11 1903.8261825164682 1905.9775973372723 150 TCGA 1 100 100 0.0 0.002 50 6684 -12 1898.5606767663148 1896.7094935124842 150 TCGA 1 100 100 0.0 0.002 50 6684 -13 1897.0930678423713 1896.0463143353486 150 TCGA 1 100 100 0.0 0.002 50 6684 -14 1892.6605523279009 1896.7345614792714 150 TCGA 1 100 100 0.0 0.002 50 6684 -15 1889.0798498443867 1890.2472426831423 150 TCGA 1 100 100 0.0 0.002 50 6684 -16 1887.7492647440336 1883.5360947805434 150 TCGA 1 100 100 0.0 0.002 50 6684 -17 1883.5548373117074 1886.7745355193938 150 TCGA 1 100 100 0.0 0.002 50 6684 -18 1880.6598112402464 1890.06223070921 150 TCGA 1 100 100 0.0 0.002 50 6684 -19 1879.3937494904085 1876.776745053392 150 TCGA 1 100 100 0.0 0.002 50 6684 -20 1876.1195647985571 1876.8813863016253 150 TCGA 1 100 100 0.0 0.002 50 6684 -21 1873.8613476638802 1874.6003479310616 150 TCGA 1 100 100 0.0 0.002 50 6684 -22 1871.670335720474 1882.4116063717022 150 TCGA 1 100 100 0.0 0.002 50 6684 -23 1871.5866628093956 1872.7769204911276 150 TCGA 1 100 100 0.0 0.002 50 6684 -24 1868.7919366229578 1874.8465735660725 150 TCGA 1 100 100 0.0 0.002 50 6684 -25 1866.877203369822 1867.687428843436 150 TCGA 1 100 100 0.0 0.002 50 6684 -26 1865.5781775941964 1867.4689260511543 150 TCGA 1 100 100 0.0 0.002 50 6684 -27 1863.7357472725141 1864.6836894433104 150 TCGA 1 100 100 0.0 0.002 50 6684 -28 1862.9599736227842 1863.6819743247488 150 TCGA 1 100 100 0.0 0.002 50 6684 -29 1862.1471938652603 1861.0967471635522 150 TCGA 1 100 100 0.0 0.002 50 6684 -30 1859.884311598105 1860.2804182043028 150 TCGA 1 100 100 0.0 0.002 50 6684 -31 1859.287065351205 1866.5443102966 150 TCGA 1 100 100 0.0 0.002 50 6684 -32 1858.242572609422 1857.2950746162453 150 TCGA 1 100 100 0.0 0.002 50 6684 -33 1856.5352696136567 1858.499000127591 150 TCGA 1 100 100 0.0 0.002 50 6684 -34 1855.635919331839 1859.003270134854 150 TCGA 1 100 100 0.0 0.002 50 6684 -35 1854.4700532460374 1855.314975144276 150 TCGA 1 100 100 0.0 0.002 50 6684 -36 1853.6730188692716 1853.5075836948413 150 TCGA 1 100 100 0.0 0.002 50 6684 -37 1852.831252692387 1852.732612648202 150 TCGA 1 100 100 0.0 0.002 50 6684 -38 1852.0270840627486 1851.3496602887485 150 TCGA 1 100 100 0.0 0.002 50 6684 -39 1851.1326711088143 1851.3594645591238 150 TCGA 1 100 100 0.0 0.002 50 6684 -40 1849.784476871961 1849.848244518491 150 TCGA 1 100 100 0.0 0.002 50 6684 -41 1849.172443725845 1849.5284429962312 150 TCGA 1 100 100 0.0 0.002 50 6684 -42 1848.3218419010823 1848.348967739086 150 TCGA 1 100 100 0.0 0.002 50 6684 -43 1847.5658161458407 1850.0879507400282 150 TCGA 1 100 100 0.0 0.002 50 6684 -44 1846.6955144835151 1848.6752549367934 150 TCGA 1 100 100 0.0 0.002 50 6684 -45 1846.0632657360745 1847.4536010128768 150 TCGA 1 100 100 0.0 0.002 50 6684 -46 1845.188061695118 1846.732894207365 150 TCGA 1 100 100 0.0 0.002 50 6684 -47 1844.6372919041128 1845.9138723402168 150 TCGA 1 100 100 0.0 0.002 50 6684 -48 1844.0912667227744 1844.7983159204225 150 TCGA 1 100 100 0.0 0.002 50 6684 -49 1843.346481396479 1845.5773931915437 150 TCGA 1 100 100 0.0 0.002 50 6684 -50 1843.1166294564998 1843.5559750657585 150 TCGA 1 100 100 0.0 0.002 50 6684 -51 1842.2810296630178 1843.2552220330167 150 TCGA 1 100 100 0.0 0.002 50 6684 -52 1841.8218321588931 1843.4824408909783 150 TCGA 1 100 100 0.0 0.002 50 6684 -53 1841.322811105845 1841.4327975325848 150 TCGA 1 100 100 0.0 0.002 50 6684 -54 1840.5000871346856 1841.415204685537 150 TCGA 1 100 100 0.0 0.002 50 6684 -55 1840.0381505902105 1843.2011902775596 150 TCGA 1 100 100 0.0 0.002 50 6684 -56 1839.498985395273 1842.8753852269158 150 TCGA 1 100 100 0.0 0.002 50 6684 -57 1838.9316732851785 1841.2059074670226 150 TCGA 1 100 100 0.0 0.002 50 6684 -58 1838.4908373143235 1840.1413721439228 150 TCGA 1 100 100 0.0 0.002 50 6684 -59 1838.2299090169452 1840.8344481195038 150 TCGA 1 100 100 0.0 0.002 50 6684 -60 1837.6566305585252 1838.147446828871 150 TCGA 1 100 100 0.0 0.002 50 6684 -61 1837.3150405721988 1841.1011091836133 150 TCGA 1 100 100 0.0 0.002 50 6684 -62 1836.5102879289725 1837.2671732686872 150 TCGA 1 100 100 0.0 0.002 50 6684 -63 1836.530375124155 1837.2765229958386 150 TCGA 1 100 100 0.0 0.002 50 6684 -64 1835.7414727639455 1837.1930017519237 150 TCGA 1 100 100 0.0 0.002 50 6684 -65 1835.5091835871008 1836.7252822952653 150 TCGA 1 100 100 0.0 0.002 50 6684 -66 1834.643143539863 1836.055402132734 150 TCGA 1 100 100 0.0 0.002 50 6684 -67 1834.3184681332582 1835.8474483010757 150 TCGA 1 100 100 0.0 0.002 50 6684 -68 1834.4611858100095 1836.8826033242383 150 TCGA 1 100 100 0.0 0.002 50 6684 -69 1833.4264812842052 1836.247188088882 150 TCGA 1 100 100 0.0 0.002 50 6684 -70 1833.2720437674188 1834.6839391047033 150 TCGA 1 100 100 0.0 0.002 50 6684 -71 1832.9725892673393 1834.0277884785255 150 TCGA 1 100 100 0.0 0.002 50 6684 -72 1832.7011906644811 1835.367699091159 150 TCGA 1 100 100 0.0 0.002 50 6684 -73 1832.1029032568724 1834.1395012170226 150 TCGA 1 100 100 0.0 0.002 50 6684 -74 1832.159801375428 1833.61778067584 150 TCGA 1 100 100 0.0 0.002 50 6684 -75 1831.7954550384477 1833.7417102602858 150 TCGA 1 100 100 0.0 0.002 50 6684 -76 1831.546422458278 1833.1107852494897 150 TCGA 1 100 100 0.0 0.002 50 6684 -77 1831.195904579848 1832.245894388937 150 TCGA 1 100 100 0.0 0.002 50 6684 -78 1830.8191724458513 1832.120814031093 150 TCGA 1 100 100 0.0 0.002 50 6684 -79 1830.6990511298432 1831.607539651382 150 TCGA 1 100 100 0.0 0.002 50 6684 -80 1830.1400418039384 1831.225297017313 150 TCGA 1 100 100 0.0 0.002 50 6684 -81 1829.9039604220225 1831.5692494454695 150 TCGA 1 100 100 0.0 0.002 50 6684 -82 1829.734196983633 1831.0856356980214 150 TCGA 1 100 100 0.0 0.002 50 6684 -83 1829.7500731413593 1830.664880187068 150 TCGA 1 100 100 0.0 0.002 50 6684 -84 1829.4890794691223 1830.6167673082207 150 TCGA 1 100 100 0.0 0.002 50 6684 -85 1828.6768868862885 1831.7471887023005 150 TCGA 1 100 100 0.0 0.002 50 6684 -86 1828.6983247849143 1829.9733267165907 150 TCGA 1 100 100 0.0 0.002 50 6684 -87 1828.6429484644457 1829.920201593907 150 TCGA 1 100 100 0.0 0.002 50 6684 -88 1828.3281482722507 1829.7497803961212 150 TCGA 1 100 100 0.0 0.002 50 6684 -89 1828.118320836807 1829.6453875824434 150 TCGA 1 100 100 0.0 0.002 50 6684 -90 1827.926995630921 1829.7922535038474 150 TCGA 1 100 100 0.0 0.002 50 6684 -91 1827.6056711831548 1829.4843369680434 150 TCGA 1 100 100 0.0 0.002 50 6684 -92 1827.4411812394922 1829.2036402716708 150 TCGA 1 100 100 0.0 0.002 50 6684 -93 1827.2520829073112 1829.1244282938128 150 TCGA 1 100 100 0.0 0.002 50 6684 -94 1827.197141742504 1828.4865698119504 150 TCGA 1 100 100 0.0 0.002 50 6684 -95 1827.0772296859957 1829.7505244729507 150 TCGA 1 100 100 0.0 0.002 50 6684 -96 1826.6335386405474 1829.6667529542242 150 TCGA 1 100 100 0.0 0.002 50 6684 -97 1826.4352180522685 1827.801722234218 150 TCGA 1 100 100 0.0 0.002 50 6684 -98 1826.227840620727 1828.032269501806 150 TCGA 1 100 100 0.0 0.002 50 6684 -99 1826.016333550105 1827.4808239194017 150 TCGA 1 100 100 0.0 0.002 50 6684 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index 5d1f1af10..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3191.412330352378 4799.027613654209 150 TCGA 1 100 100 1.0 0.002 50 9317 -1 2093.033602377628 2923.860773594535 150 TCGA 1 100 100 1.0 0.002 50 9317 -2 2012.5024662590517 2380.776083788081 150 TCGA 1 100 100 1.0 0.002 50 9317 -3 1978.8651845603931 2254.3779002434044 150 TCGA 1 100 100 1.0 0.002 50 9317 -4 1961.4566011357513 2081.878908703675 150 TCGA 1 100 100 1.0 0.002 50 9317 -5 1944.2494858985422 2008.7330089166535 150 TCGA 1 100 100 1.0 0.002 50 9317 -6 1935.4364895919082 1970.9488175741992 150 TCGA 1 100 100 1.0 0.002 50 9317 -7 1926.3913391092842 1925.347894869857 150 TCGA 1 100 100 1.0 0.002 50 9317 -8 1921.2400613727946 1942.141938329342 150 TCGA 1 100 100 1.0 0.002 50 9317 -9 1914.2119898880708 1913.4228822334328 150 TCGA 1 100 100 1.0 0.002 50 9317 -10 1909.4681953628597 1917.2260472283292 150 TCGA 1 100 100 1.0 0.002 50 9317 -11 1902.7618810289844 1900.8862924240343 150 TCGA 1 100 100 1.0 0.002 50 9317 -12 1898.1898200444602 1902.566185419284 150 TCGA 1 100 100 1.0 0.002 50 9317 -13 1896.1487808883264 1902.1099927125863 150 TCGA 1 100 100 1.0 0.002 50 9317 -14 1892.5117593946861 1887.868484880457 150 TCGA 1 100 100 1.0 0.002 50 9317 -15 1890.5539848905867 1892.0677097646435 150 TCGA 1 100 100 1.0 0.002 50 9317 -16 1886.9435324317071 1887.2654900478958 150 TCGA 1 100 100 1.0 0.002 50 9317 -17 1883.0948575574753 1883.161551777442 150 TCGA 1 100 100 1.0 0.002 50 9317 -18 1880.6581211952323 1880.59896589883 150 TCGA 1 100 100 1.0 0.002 50 9317 -19 1878.5697776333723 1887.312082875314 150 TCGA 1 100 100 1.0 0.002 50 9317 -20 1876.5655575758751 1880.4576814737752 150 TCGA 1 100 100 1.0 0.002 50 9317 -21 1873.9990778030035 1873.6600200710584 150 TCGA 1 100 100 1.0 0.002 50 9317 -22 1871.3241623543058 1876.3995171168342 150 TCGA 1 100 100 1.0 0.002 50 9317 -23 1870.3590594756974 1871.648724579931 150 TCGA 1 100 100 1.0 0.002 50 9317 -24 1869.2091451415606 1878.5714681807474 150 TCGA 1 100 100 1.0 0.002 50 9317 -25 1867.446074461828 1867.5774643481077 150 TCGA 1 100 100 1.0 0.002 50 9317 -26 1865.5727105228507 1867.9623391616285 150 TCGA 1 100 100 1.0 0.002 50 9317 -27 1863.7635000854586 1862.8436211820822 150 TCGA 1 100 100 1.0 0.002 50 9317 -28 1862.2637194414092 1865.8434819360475 150 TCGA 1 100 100 1.0 0.002 50 9317 -29 1861.2317609049298 1864.2413458896042 150 TCGA 1 100 100 1.0 0.002 50 9317 -30 1860.2034992635722 1862.0897272004554 150 TCGA 1 100 100 1.0 0.002 50 9317 -31 1858.634763049792 1860.9022682995053 150 TCGA 1 100 100 1.0 0.002 50 9317 -32 1858.2658374342273 1858.1864228368404 150 TCGA 1 100 100 1.0 0.002 50 9317 -33 1856.3023243718999 1859.6573737829774 150 TCGA 1 100 100 1.0 0.002 50 9317 -34 1855.1117768243482 1856.6288927547896 150 TCGA 1 100 100 1.0 0.002 50 9317 -35 1854.030746213 1857.1724957796796 150 TCGA 1 100 100 1.0 0.002 50 9317 -36 1853.1345166882204 1854.0115181620995 150 TCGA 1 100 100 1.0 0.002 50 9317 -37 1852.3411485084614 1854.0683421992776 150 TCGA 1 100 100 1.0 0.002 50 9317 -38 1851.5960316752228 1853.0125051527168 150 TCGA 1 100 100 1.0 0.002 50 9317 -39 1850.8384405477384 1851.5884175516253 150 TCGA 1 100 100 1.0 0.002 50 9317 -40 1849.8063321314241 1851.1414212174152 150 TCGA 1 100 100 1.0 0.002 50 9317 -41 1849.1017637613668 1849.780697309791 150 TCGA 1 100 100 1.0 0.002 50 9317 -42 1847.968581535066 1849.647995225149 150 TCGA 1 100 100 1.0 0.002 50 9317 -43 1847.648312936232 1848.3690492256203 150 TCGA 1 100 100 1.0 0.002 50 9317 -44 1846.5220008609097 1848.9514810380026 150 TCGA 1 100 100 1.0 0.002 50 9317 -45 1846.064898690497 1847.6361666732098 150 TCGA 1 100 100 1.0 0.002 50 9317 -46 1845.1825096282805 1845.459706368758 150 TCGA 1 100 100 1.0 0.002 50 9317 -47 1844.5594247519298 1846.3857667242462 150 TCGA 1 100 100 1.0 0.002 50 9317 -48 1843.777700341377 1847.3015124450376 150 TCGA 1 100 100 1.0 0.002 50 9317 -49 1843.0295732670404 1844.9711331314777 150 TCGA 1 100 100 1.0 0.002 50 9317 -50 1842.732838077675 1843.4374852779522 150 TCGA 1 100 100 1.0 0.002 50 9317 -51 1842.2467299898976 1843.445401445705 150 TCGA 1 100 100 1.0 0.002 50 9317 -52 1841.4724955106901 1842.3905918753926 150 TCGA 1 100 100 1.0 0.002 50 9317 -53 1840.77598338612 1845.2485523319724 150 TCGA 1 100 100 1.0 0.002 50 9317 -54 1840.4282832894557 1850.8214497781878 150 TCGA 1 100 100 1.0 0.002 50 9317 -55 1839.9682893920176 1841.1785091227623 150 TCGA 1 100 100 1.0 0.002 50 9317 -56 1839.434635442101 1840.6150804069173 150 TCGA 1 100 100 1.0 0.002 50 9317 -57 1838.9414762983845 1841.2092064325534 150 TCGA 1 100 100 1.0 0.002 50 9317 -58 1838.2926195299856 1840.518966291418 150 TCGA 1 100 100 1.0 0.002 50 9317 -59 1837.730651317264 1838.214319890468 150 TCGA 1 100 100 1.0 0.002 50 9317 -60 1837.333749908437 1839.082978981823 150 TCGA 1 100 100 1.0 0.002 50 9317 -61 1836.966691959116 1838.3318962978958 150 TCGA 1 100 100 1.0 0.002 50 9317 -62 1836.469464068408 1838.1418518373116 150 TCGA 1 100 100 1.0 0.002 50 9317 -63 1836.1083665539716 1838.227161196608 150 TCGA 1 100 100 1.0 0.002 50 9317 -64 1835.6624785017816 1837.7677873007617 150 TCGA 1 100 100 1.0 0.002 50 9317 -65 1835.0844659389084 1836.3208234777403 150 TCGA 1 100 100 1.0 0.002 50 9317 -66 1834.7065995824512 1837.5552745416535 150 TCGA 1 100 100 1.0 0.002 50 9317 -67 1834.4672584503885 1836.1116231793735 150 TCGA 1 100 100 1.0 0.002 50 9317 -68 1834.0405567746993 1835.7587044107256 150 TCGA 1 100 100 1.0 0.002 50 9317 -69 1833.4154520631967 1834.2913333758636 150 TCGA 1 100 100 1.0 0.002 50 9317 -70 1833.5020310761395 1835.419223191151 150 TCGA 1 100 100 1.0 0.002 50 9317 -71 1833.0140892494628 1833.7751440307004 150 TCGA 1 100 100 1.0 0.002 50 9317 -72 1832.5253747649883 1833.8781456108668 150 TCGA 1 100 100 1.0 0.002 50 9317 -73 1832.3168667353534 1833.240169966041 150 TCGA 1 100 100 1.0 0.002 50 9317 -74 1831.9501859245722 1833.813939693585 150 TCGA 1 100 100 1.0 0.002 50 9317 -75 1831.7478519085862 1833.8071657113694 150 TCGA 1 100 100 1.0 0.002 50 9317 -76 1831.7148733172037 1832.7041224187342 150 TCGA 1 100 100 1.0 0.002 50 9317 -77 1830.9996031045728 1832.9926083051978 150 TCGA 1 100 100 1.0 0.002 50 9317 -78 1830.7672260708941 1833.0547151038395 150 TCGA 1 100 100 1.0 0.002 50 9317 -79 1830.5224108912607 1831.789836020925 150 TCGA 1 100 100 1.0 0.002 50 9317 -80 1830.1346212498431 1831.5752640153894 150 TCGA 1 100 100 1.0 0.002 50 9317 -81 1829.8024187689448 1831.0886083248272 150 TCGA 1 100 100 1.0 0.002 50 9317 -82 1829.4644837931392 1831.3653282280543 150 TCGA 1 100 100 1.0 0.002 50 9317 -83 1829.4532999778942 1830.9105666270807 150 TCGA 1 100 100 1.0 0.002 50 9317 -84 1828.9739324222892 1830.9624029571687 150 TCGA 1 100 100 1.0 0.002 50 9317 -85 1828.8590006137988 1830.8095175584956 150 TCGA 1 100 100 1.0 0.002 50 9317 -86 1828.5442976936165 1830.131282020454 150 TCGA 1 100 100 1.0 0.002 50 9317 -87 1828.2331138429452 1830.1717044696136 150 TCGA 1 100 100 1.0 0.002 50 9317 -88 1828.595215497771 1829.8474108825376 150 TCGA 1 100 100 1.0 0.002 50 9317 -89 1828.1572893076489 1830.727513912335 150 TCGA 1 100 100 1.0 0.002 50 9317 -90 1828.0550399083672 1828.9503480537453 150 TCGA 1 100 100 1.0 0.002 50 9317 -91 1827.374777837209 1830.3779131251963 150 TCGA 1 100 100 1.0 0.002 50 9317 -92 1827.2242388175473 1828.989799461173 150 TCGA 1 100 100 1.0 0.002 50 9317 -93 1827.098106243765 1829.257015669166 150 TCGA 1 100 100 1.0 0.002 50 9317 -94 1827.2318497155445 1828.535526754868 150 TCGA 1 100 100 1.0 0.002 50 9317 -95 1826.8032736426446 1828.325473191151 150 TCGA 1 100 100 1.0 0.002 50 9317 -96 1826.5796091782486 1827.755080946726 150 TCGA 1 100 100 1.0 0.002 50 9317 -97 1826.261730903892 1828.1435896523633 150 TCGA 1 100 100 1.0 0.002 50 9317 -98 1825.9565499313496 1828.211839225424 150 TCGA 1 100 100 1.0 0.002 50 9317 -99 1825.9487359598022 1827.5666902628377 150 TCGA 1 100 100 1.0 0.002 50 9317 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index eebb6f4ea..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3179.87130363627 4184.017632105842 150 TCGA 1 50 100 0.5 0.002 50 8393 -1 2096.7233939585453 3040.2876540907664 150 TCGA 1 50 100 0.5 0.002 50 8393 -2 2010.3660721215224 2339.14892578125 150 TCGA 1 50 100 0.5 0.002 50 8393 -3 1980.6925286319536 2126.4792860788316 150 TCGA 1 50 100 0.5 0.002 50 8393 -4 1957.2112766371893 2176.8997698453204 150 TCGA 1 50 100 0.5 0.002 50 8393 -5 1944.3214547887208 2023.1864081147928 150 TCGA 1 50 100 0.5 0.002 50 8393 -6 1935.5624129606924 1963.676884176743 150 TCGA 1 50 100 0.5 0.002 50 8393 -7 1925.1677265714384 1932.121523143059 150 TCGA 1 50 100 0.5 0.002 50 8393 -8 1919.5521593678275 1926.7741705352937 150 TCGA 1 50 100 0.5 0.002 50 8393 -9 1913.2330028501149 1943.4228895944566 150 TCGA 1 50 100 0.5 0.002 50 8393 -10 1908.8130994103346 1909.4983364086056 150 TCGA 1 50 100 0.5 0.002 50 8393 -11 1904.070632656952 1900.5121297404994 150 TCGA 1 50 100 0.5 0.002 50 8393 -12 1899.7461573808025 1904.522539455088 150 TCGA 1 50 100 0.5 0.002 50 8393 -13 1896.3844717651461 1895.649264388348 150 TCGA 1 50 100 0.5 0.002 50 8393 -14 1892.832470643173 1892.2681289749528 150 TCGA 1 50 100 0.5 0.002 50 8393 -15 1889.368373512756 1888.3221282192212 150 TCGA 1 50 100 0.5 0.002 50 8393 -16 1884.9205553761842 1891.0325897063442 150 TCGA 1 50 100 0.5 0.002 50 8393 -17 1883.613002541635 1883.0950381791772 150 TCGA 1 50 100 0.5 0.002 50 8393 -18 1880.8240386761915 1879.7097002345713 150 TCGA 1 50 100 0.5 0.002 50 8393 -19 1879.6645829781635 1879.1383559643923 150 TCGA 1 50 100 0.5 0.002 50 8393 -20 1876.4179061683565 1875.7853549976444 150 TCGA 1 50 100 0.5 0.002 50 8393 -21 1874.17631231513 1874.8348658576083 150 TCGA 1 50 100 0.5 0.002 50 8393 -22 1872.8325692096025 1872.043724481784 150 TCGA 1 50 100 0.5 0.002 50 8393 -23 1870.7569462899346 1870.5198575887248 150 TCGA 1 50 100 0.5 0.002 50 8393 -24 1869.5252319158806 1867.3545995357647 150 TCGA 1 50 100 0.5 0.002 50 8393 -25 1867.1875622546331 1866.1258146199748 150 TCGA 1 50 100 0.5 0.002 50 8393 -26 1866.1158680805659 1871.4118032790907 150 TCGA 1 50 100 0.5 0.002 50 8393 -27 1864.4721565097555 1861.5845168223932 150 TCGA 1 50 100 0.5 0.002 50 8393 -28 1862.6790698179511 1867.1823307209877 150 TCGA 1 50 100 0.5 0.002 50 8393 -29 1862.1180588196053 1859.6792458385678 150 TCGA 1 50 100 0.5 0.002 50 8393 -30 1860.4578500299106 1859.1504912256596 150 TCGA 1 50 100 0.5 0.002 50 8393 -31 1859.0503588341246 1856.9811502581265 150 TCGA 1 50 100 0.5 0.002 50 8393 -32 1857.967679748978 1856.784443457522 150 TCGA 1 50 100 0.5 0.002 50 8393 -33 1857.2938372900155 1855.0656744415437 150 TCGA 1 50 100 0.5 0.002 50 8393 -34 1855.837019005635 1854.264668066897 150 TCGA 1 50 100 0.5 0.002 50 8393 -35 1854.8413778927354 1852.5566289700455 150 TCGA 1 50 100 0.5 0.002 50 8393 -36 1854.1653571347597 1852.3391462929883 150 TCGA 1 50 100 0.5 0.002 50 8393 -37 1852.9083682517014 1851.0927550349404 150 TCGA 1 50 100 0.5 0.002 50 8393 -38 1851.9126677318854 1850.10036694704 150 TCGA 1 50 100 0.5 0.002 50 8393 -39 1851.128631847274 1851.281244479232 150 TCGA 1 50 100 0.5 0.002 50 8393 -40 1850.0615943715381 1849.7242480714117 150 TCGA 1 50 100 0.5 0.002 50 8393 -41 1848.8962397847356 1849.1222052646042 150 TCGA 1 50 100 0.5 0.002 50 8393 -42 1848.0877651210767 1846.7126955578674 150 TCGA 1 50 100 0.5 0.002 50 8393 -43 1847.3477562334751 1847.1194013279287 150 TCGA 1 50 100 0.5 0.002 50 8393 -44 1847.0484302349157 1851.7832288885836 150 TCGA 1 50 100 0.5 0.002 50 8393 -45 1846.23934508344 1846.1846261335977 150 TCGA 1 50 100 0.5 0.002 50 8393 -46 1845.4924047712584 1846.0916195970085 150 TCGA 1 50 100 0.5 0.002 50 8393 -47 1844.9304886758428 1844.7276457973462 150 TCGA 1 50 100 0.5 0.002 50 8393 -48 1843.963391768665 1843.512062877866 150 TCGA 1 50 100 0.5 0.002 50 8393 -49 1843.3044002484844 1841.7864800074592 150 TCGA 1 50 100 0.5 0.002 50 8393 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index 462ad2929..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3174.2472483152414 4463.382729075063 150 TCGA 1 50 100 0.0 0.002 50 1532 -1 2095.1117469437595 2556.3730603702106 150 TCGA 1 50 100 0.0 0.002 50 1532 -2 2007.647520957561 2464.25146484375 150 TCGA 1 50 100 0.0 0.002 50 1532 -3 1977.8700869799006 2125.926265850738 150 TCGA 1 50 100 0.0 0.002 50 1532 -4 1957.8047334586074 2234.2343492364166 150 TCGA 1 50 100 0.0 0.002 50 1532 -5 1944.7362219146992 2013.2063270453832 150 TCGA 1 50 100 0.0 0.002 50 1532 -6 1936.0878804467966 1958.1787649183418 150 TCGA 1 50 100 0.0 0.002 50 1532 -7 1925.8167000144756 1985.81906664671 150 TCGA 1 50 100 0.0 0.002 50 1532 -8 1920.4166573423242 1924.7732424328674 150 TCGA 1 50 100 0.0 0.002 50 1532 -9 1913.2362520814222 1915.1333474010678 150 TCGA 1 50 100 0.0 0.002 50 1532 -10 1909.3150647709792 1910.0694009598776 150 TCGA 1 50 100 0.0 0.002 50 1532 -11 1903.879818078037 1905.454682469967 150 TCGA 1 50 100 0.0 0.002 50 1532 -12 1900.2097778660948 1901.0046429658055 150 TCGA 1 50 100 0.0 0.002 50 1532 -13 1896.7817313595267 1895.6901775724325 150 TCGA 1 50 100 0.0 0.002 50 1532 -14 1892.6438636579662 1893.835613001531 150 TCGA 1 50 100 0.0 0.002 50 1532 -15 1890.1307138416807 1890.9292709887327 150 TCGA 1 50 100 0.0 0.002 50 1532 -16 1886.8820898884414 1886.9129000716473 150 TCGA 1 50 100 0.0 0.002 50 1532 -17 1883.640439980157 1889.824338366638 150 TCGA 1 50 100 0.0 0.002 50 1532 -18 1881.3326628436228 1882.3162860199434 150 TCGA 1 50 100 0.0 0.002 50 1532 -19 1878.8846284304498 1880.2135120180983 150 TCGA 1 50 100 0.0 0.002 50 1532 -20 1877.2387339279767 1877.140689408959 150 TCGA 1 50 100 0.0 0.002 50 1532 -21 1875.0425645377118 1879.953260565523 150 TCGA 1 50 100 0.0 0.002 50 1532 -22 1872.6254318855558 1870.5136013318545 150 TCGA 1 50 100 0.0 0.002 50 1532 -23 1871.2416670490873 1870.8346444134736 150 TCGA 1 50 100 0.0 0.002 50 1532 -24 1869.1126153475207 1870.560844383048 150 TCGA 1 50 100 0.0 0.002 50 1532 -25 1867.2948533526646 1866.3969186754082 150 TCGA 1 50 100 0.0 0.002 50 1532 -26 1866.1762208748055 1867.5936420383166 150 TCGA 1 50 100 0.0 0.002 50 1532 -27 1864.3310753436663 1864.7261613241992 150 TCGA 1 50 100 0.0 0.002 50 1532 -28 1863.45635184471 1866.8391119415437 150 TCGA 1 50 100 0.0 0.002 50 1532 -29 1861.5975260044238 1861.09961857628 150 TCGA 1 50 100 0.0 0.002 50 1532 -30 1860.3562570225515 1861.6906376364243 150 TCGA 1 50 100 0.0 0.002 50 1532 -31 1858.607656464192 1862.1805794107256 150 TCGA 1 50 100 0.0 0.002 50 1532 -32 1857.7232174001006 1857.9470184172817 150 TCGA 1 50 100 0.0 0.002 50 1532 -33 1856.4830990320925 1857.947165637759 150 TCGA 1 50 100 0.0 0.002 50 1532 -34 1855.6606256736418 1855.765345281093 150 TCGA 1 50 100 0.0 0.002 50 1532 -35 1854.3628702386175 1857.8827885766725 150 TCGA 1 50 100 0.0 0.002 50 1532 -36 1853.1308344540712 1854.2619947883952 150 TCGA 1 50 100 0.0 0.002 50 1532 -37 1852.1529517716124 1853.0607284469222 150 TCGA 1 50 100 0.0 0.002 50 1532 -38 1851.9231464442616 1853.2700084897142 150 TCGA 1 50 100 0.0 0.002 50 1532 -39 1850.8328528095003 1851.08592829872 150 TCGA 1 50 100 0.0 0.002 50 1532 -40 1849.8159595127152 1852.694704602112 150 TCGA 1 50 100 0.0 0.002 50 1532 -41 1849.126080020462 1851.6004730684674 150 TCGA 1 50 100 0.0 0.002 50 1532 -42 1848.3323397844522 1849.4177485327025 150 TCGA 1 50 100 0.0 0.002 50 1532 -43 1847.3865521245004 1847.8745147858433 150 TCGA 1 50 100 0.0 0.002 50 1532 -44 1846.6192033428981 1846.87037727701 150 TCGA 1 50 100 0.0 0.002 50 1532 -45 1846.2920928249962 1845.9889314737752 150 TCGA 1 50 100 0.0 0.002 50 1532 -46 1845.4171055239058 1845.7351988212547 150 TCGA 1 50 100 0.0 0.002 50 1532 -47 1844.8814169688608 1844.2132341394472 150 TCGA 1 50 100 0.0 0.002 50 1532 -48 1844.11291140107 1844.201850929452 150 TCGA 1 50 100 0.0 0.002 50 1532 -49 1843.3670290633895 1843.386050737084 150 TCGA 1 50 100 0.0 0.002 50 1532 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 690835494..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3197.085625123174 4551.6557568114 150 TCGA 1 50 100 1.0 0.002 50 100 -1 2101.2969789484778 2943.93393603761 150 TCGA 1 50 100 1.0 0.002 50 100 -2 2011.6086619807509 2425.21943457522 150 TCGA 1 50 100 1.0 0.002 50 100 -3 1976.101112942249 2092.867399742855 150 TCGA 1 50 100 1.0 0.002 50 100 -4 1958.0777034289017 2062.08086759481 150 TCGA 1 50 100 1.0 0.002 50 100 -5 1944.143451788181 1995.7532640006673 150 TCGA 1 50 100 1.0 0.002 50 100 -6 1935.455402587591 1989.0579987339038 150 TCGA 1 50 100 1.0 0.002 50 100 -7 1927.9972853628117 1930.3622801507538 150 TCGA 1 50 100 1.0 0.002 50 100 -8 1920.2933875278832 1923.9827531210742 150 TCGA 1 50 100 1.0 0.002 50 100 -9 1915.7832598613302 1920.1993402068938 150 TCGA 1 50 100 1.0 0.002 50 100 -10 1908.6477468945989 1919.09479955932 150 TCGA 1 50 100 1.0 0.002 50 100 -11 1902.8811188714953 1912.997464127277 150 TCGA 1 50 100 1.0 0.002 50 100 -12 1899.753640594806 1915.9713343327967 150 TCGA 1 50 100 1.0 0.002 50 100 -13 1896.6537192517433 1889.5134449100974 150 TCGA 1 50 100 1.0 0.002 50 100 -14 1891.6606428689463 1890.8437904856312 150 TCGA 1 50 100 1.0 0.002 50 100 -15 1889.7435962205648 1893.0055195410646 150 TCGA 1 50 100 1.0 0.002 50 100 -16 1887.0525894275745 1884.1895721282192 150 TCGA 1 50 100 1.0 0.002 50 100 -17 1884.3769870250935 1884.66004215413 150 TCGA 1 50 100 1.0 0.002 50 100 -18 1880.9011160161483 1878.8635088283213 150 TCGA 1 50 100 1.0 0.002 50 100 -19 1878.4887899421583 1880.7709525410255 150 TCGA 1 50 100 1.0 0.002 50 100 -20 1876.6301562341946 1877.9050519933653 150 TCGA 1 50 100 1.0 0.002 50 100 -21 1875.1477180495433 1872.820608167792 150 TCGA 1 50 100 1.0 0.002 50 100 -22 1873.0158517818152 1872.2796735140546 150 TCGA 1 50 100 1.0 0.002 50 100 -23 1870.9610043872826 1868.333056272574 150 TCGA 1 50 100 1.0 0.002 50 100 -24 1869.5299564961517 1867.2569383784155 150 TCGA 1 50 100 1.0 0.002 50 100 -25 1867.571950305079 1868.5435146926036 150 TCGA 1 50 100 1.0 0.002 50 100 -26 1866.396874593962 1867.0420952418342 150 TCGA 1 50 100 1.0 0.002 50 100 -27 1864.4956998521695 1861.7858383715452 150 TCGA 1 50 100 1.0 0.002 50 100 -28 1862.7799336326643 1864.6687931846734 150 TCGA 1 50 100 1.0 0.002 50 100 -29 1862.3876032726562 1860.0072524487673 150 TCGA 1 50 100 1.0 0.002 50 100 -30 1860.4036121830395 1859.1880465560223 150 TCGA 1 50 100 1.0 0.002 50 100 -31 1859.1692020021549 1857.631518800055 150 TCGA 1 50 100 1.0 0.002 50 100 -32 1858.164830824908 1856.0799118885443 150 TCGA 1 50 100 1.0 0.002 50 100 -33 1857.2789973197125 1856.379782825259 150 TCGA 1 50 100 1.0 0.002 50 100 -34 1855.882977681203 1854.5509444193624 150 TCGA 1 50 100 1.0 0.002 50 100 -35 1854.942871993029 1853.4378459681218 150 TCGA 1 50 100 1.0 0.002 50 100 -36 1853.6716456021006 1853.6267776872644 150 TCGA 1 50 100 1.0 0.002 50 100 -37 1853.4441426878916 1852.0074616245288 150 TCGA 1 50 100 1.0 0.002 50 100 -38 1851.791491725107 1852.0588605871153 150 TCGA 1 50 100 1.0 0.002 50 100 -39 1851.0725615150443 1850.0384883401382 150 TCGA 1 50 100 1.0 0.002 50 100 -40 1850.3303332204785 1848.5682458925487 150 TCGA 1 50 100 1.0 0.002 50 100 -41 1849.5536275361849 1848.5009238084956 150 TCGA 1 50 100 1.0 0.002 50 100 -42 1848.4615518165654 1849.6010821931925 150 TCGA 1 50 100 1.0 0.002 50 100 -43 1847.3732103938994 1849.3392935134657 150 TCGA 1 50 100 1.0 0.002 50 100 -44 1847.2908997270115 1847.8219030945745 150 TCGA 1 50 100 1.0 0.002 50 100 -45 1846.3521230914575 1848.1214918587077 150 TCGA 1 50 100 1.0 0.002 50 100 -46 1845.169175841311 1844.9938584524184 150 TCGA 1 50 100 1.0 0.002 50 100 -47 1844.4561964056963 1845.0707891262955 150 TCGA 1 50 100 1.0 0.002 50 100 -48 1844.1463258975132 1843.5574392960898 150 TCGA 1 50 100 1.0 0.002 50 100 -49 1843.7008343183618 1842.948924922464 150 TCGA 1 50 100 1.0 0.002 50 100 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 01a1ca576..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2495.039805999357 2370.151364733825 50 TCGA 1 100 100 0.5 0.002 50 6599 -1 1981.126442361775 1982.7647416771356 50 TCGA 1 100 100 0.5 0.002 50 6599 -2 1941.3758018026128 1924.0590415456188 50 TCGA 1 100 100 0.5 0.002 50 6599 -3 1915.5539919758153 1906.979281784901 50 TCGA 1 100 100 0.5 0.002 50 6599 -4 1903.9451569519827 1900.7189260511543 50 TCGA 1 100 100 0.5 0.002 50 6599 -5 1892.2179213280203 1888.4783953949434 50 TCGA 1 100 100 0.5 0.002 50 6599 -6 1887.0785076977193 1878.890190086173 50 TCGA 1 100 100 0.5 0.002 50 6599 -7 1879.7025317211132 1878.698897932043 50 TCGA 1 100 100 0.5 0.002 50 6599 -8 1874.7867200689425 1870.0898946637485 50 TCGA 1 100 100 0.5 0.002 50 6599 -9 1870.2890590391385 1864.7718205284234 50 TCGA 1 100 100 0.5 0.002 50 6599 -10 1866.6460183304673 1862.4025007851758 50 TCGA 1 100 100 0.5 0.002 50 6599 -11 1863.1951481363233 1858.1474302665672 50 TCGA 1 100 100 0.5 0.002 50 6599 -12 1860.0507994672125 1857.5598224275675 50 TCGA 1 100 100 0.5 0.002 50 6599 -13 1857.9176578719723 1852.854114321608 50 TCGA 1 100 100 0.5 0.002 50 6599 -14 1855.3330797411952 1860.4218934025596 50 TCGA 1 100 100 0.5 0.002 50 6599 -15 1852.7373117182267 1848.4777519187735 50 TCGA 1 100 100 0.5 0.002 50 6599 -16 1851.2758340921794 1846.5664553234924 50 TCGA 1 100 100 0.5 0.002 50 6599 -17 1849.3892850742793 1846.9784144109217 50 TCGA 1 100 100 0.5 0.002 50 6599 -18 1847.6217761120104 1845.2848826652796 50 TCGA 1 100 100 0.5 0.002 50 6599 -19 1846.068905223732 1844.2313214019316 50 TCGA 1 100 100 0.5 0.002 50 6599 -20 1844.648701915279 1840.9728580647377 50 TCGA 1 100 100 0.5 0.002 50 6599 -21 1843.4990862098998 1839.440270812068 50 TCGA 1 100 100 0.5 0.002 50 6599 -22 1842.1874136828408 1837.7259674839038 50 TCGA 1 100 100 0.5 0.002 50 6599 -23 1840.7457852427988 1837.101047841748 50 TCGA 1 100 100 0.5 0.002 50 6599 -24 1839.9706363603464 1837.320631477701 50 TCGA 1 100 100 0.5 0.002 50 6599 -25 1838.8811556193057 1835.238917365146 50 TCGA 1 100 100 0.5 0.002 50 6599 -26 1838.1806376427728 1834.318166761542 50 TCGA 1 100 100 0.5 0.002 50 6599 -27 1837.6126583357823 1833.3090544274105 50 TCGA 1 100 100 0.5 0.002 50 6599 -28 1836.4303338635991 1835.9672385364322 50 TCGA 1 100 100 0.5 0.002 50 6599 -29 1835.5655622766517 1831.7486369837468 50 TCGA 1 100 100 0.5 0.002 50 6599 -30 1834.6058908797413 1831.41984887818 50 TCGA 1 100 100 0.5 0.002 50 6599 -31 1834.326695405262 1830.9365246643374 50 TCGA 1 100 100 0.5 0.002 50 6599 -32 1833.5212723086595 1830.3028963175252 50 TCGA 1 100 100 0.5 0.002 50 6599 -33 1832.9688077037363 1830.455751658684 50 TCGA 1 100 100 0.5 0.002 50 6599 -34 1832.8447923597473 1829.4759748449278 50 TCGA 1 100 100 0.5 0.002 50 6599 -35 1832.0164705675247 1828.934575833268 50 TCGA 1 100 100 0.5 0.002 50 6599 -36 1831.362341544314 1828.5270204783685 50 TCGA 1 100 100 0.5 0.002 50 6599 -37 1831.3581290761865 1829.365706707365 50 TCGA 1 100 100 0.5 0.002 50 6599 -38 1830.7142190508498 1828.875039258794 50 TCGA 1 100 100 0.5 0.002 50 6599 -39 1830.28523700798 1827.9443328704067 50 TCGA 1 100 100 0.5 0.002 50 6599 -40 1829.962273746852 1828.293207369857 50 TCGA 1 100 100 0.5 0.002 50 6599 -41 1829.7560611950098 1827.4591371162453 50 TCGA 1 100 100 0.5 0.002 50 6599 -42 1829.631151940437 1827.832986342847 50 TCGA 1 100 100 0.5 0.002 50 6599 -43 1829.158655475966 1826.7370728152482 50 TCGA 1 100 100 0.5 0.002 50 6599 -44 1828.669527186894 1825.1491870975974 50 TCGA 1 100 100 0.5 0.002 50 6599 -45 1828.7871203026025 1826.0569890467964 50 TCGA 1 100 100 0.5 0.002 50 6599 -46 1828.240668031863 1826.221268083582 50 TCGA 1 100 100 0.5 0.002 50 6599 -47 1828.1261157736153 1824.7536154895572 50 TCGA 1 100 100 0.5 0.002 50 6599 -48 1828.041993154906 1825.1921221095713 50 TCGA 1 100 100 0.5 0.002 50 6599 -49 1827.4924620662314 1826.2228372085035 50 TCGA 1 100 100 0.5 0.002 50 6599 -50 1827.8398074245783 1824.3653920235945 50 TCGA 1 100 100 0.5 0.002 50 6599 -51 1827.4359868131905 1825.1814737751256 50 TCGA 1 100 100 0.5 0.002 50 6599 -52 1827.209508273149 1824.5519369307474 50 TCGA 1 100 100 0.5 0.002 50 6599 -53 1827.249642482093 1824.3983761581344 50 TCGA 1 100 100 0.5 0.002 50 6599 -54 1826.9001308968723 1823.9052298847755 50 TCGA 1 100 100 0.5 0.002 50 6599 -55 1826.4329259399592 1825.4760466149105 50 TCGA 1 100 100 0.5 0.002 50 6599 -56 1827.2620601081358 1825.0657854703204 50 TCGA 1 100 100 0.5 0.002 50 6599 -57 1826.5992604683706 1823.955874955834 50 TCGA 1 100 100 0.5 0.002 50 6599 -58 1826.244580018173 1823.123333954931 50 TCGA 1 100 100 0.5 0.002 50 6599 -59 1826.1444568823513 1823.299834745014 50 TCGA 1 100 100 0.5 0.002 50 6599 -60 1825.8922337011402 1826.0968563520728 50 TCGA 1 100 100 0.5 0.002 50 6599 -61 1826.2217439995745 1822.8801649850816 50 TCGA 1 100 100 0.5 0.002 50 6599 -62 1825.7365634090893 1824.8452553293812 50 TCGA 1 100 100 0.5 0.002 50 6599 -63 1825.8390997873778 1823.68044507204 50 TCGA 1 100 100 0.5 0.002 50 6599 -64 1826.1582542067727 1822.3956765026303 50 TCGA 1 100 100 0.5 0.002 50 6599 -65 1825.5803198675476 1822.460647352976 50 TCGA 1 100 100 0.5 0.002 50 6599 -66 1825.5887098409246 1822.8255191975502 50 TCGA 1 100 100 0.5 0.002 50 6599 -67 1825.6313802755521 1822.4210395237908 50 TCGA 1 100 100 0.5 0.002 50 6599 -68 1825.6199163757726 1822.5730005005496 50 TCGA 1 100 100 0.5 0.002 50 6599 -69 1825.518033855075 1822.6541643765704 50 TCGA 1 100 100 0.5 0.002 50 6599 -70 1825.4825913482166 1823.3565545010208 50 TCGA 1 100 100 0.5 0.002 50 6599 -71 1825.1962182783418 1822.417935011974 50 TCGA 1 100 100 0.5 0.002 50 6599 -72 1825.48643027492 1823.5010624411118 50 TCGA 1 100 100 0.5 0.002 50 6599 -73 1825.0996827343663 1822.6259483452418 50 TCGA 1 100 100 0.5 0.002 50 6599 -74 1825.2030682909208 1822.0690464038944 50 TCGA 1 100 100 0.5 0.002 50 6599 -75 1824.8858574995945 1822.6775172247958 50 TCGA 1 100 100 0.5 0.002 50 6599 -76 1825.192764229428 1821.9515681434516 50 TCGA 1 100 100 0.5 0.002 50 6599 -77 1824.906872859716 1822.2871958670305 50 TCGA 1 100 100 0.5 0.002 50 6599 -78 1825.1102356645115 1822.624934364204 50 TCGA 1 100 100 0.5 0.002 50 6599 -79 1824.9369180847298 1822.7167318526224 50 TCGA 1 100 100 0.5 0.002 50 6599 -80 1824.6263852984341 1821.384719618601 50 TCGA 1 100 100 0.5 0.002 50 6599 -81 1824.85893771877 1822.1527381781957 50 TCGA 1 100 100 0.5 0.002 50 6599 -82 1824.5750461548137 1821.819209573257 50 TCGA 1 100 100 0.5 0.002 50 6599 -83 1824.7262272051848 1822.9445083081423 50 TCGA 1 100 100 0.5 0.002 50 6599 -84 1825.0011519219063 1822.106117133519 50 TCGA 1 100 100 0.5 0.002 50 6599 -85 1824.5860248799436 1822.284213425526 50 TCGA 1 100 100 0.5 0.002 50 6599 -86 1824.5312901269194 1822.232227421286 50 TCGA 1 100 100 0.5 0.002 50 6599 -87 1824.686144718409 1822.64066609905 50 TCGA 1 100 100 0.5 0.002 50 6599 -88 1824.6421471250976 1821.7625057661353 50 TCGA 1 100 100 0.5 0.002 50 6599 -89 1824.8324347537655 1820.9846038051587 50 TCGA 1 100 100 0.5 0.002 50 6599 -90 1824.632050906059 1825.4228399075455 50 TCGA 1 100 100 0.5 0.002 50 6599 -91 1824.5640166067947 1821.4370092650754 50 TCGA 1 100 100 0.5 0.002 50 6599 -92 1824.1498814423257 1821.4872237162374 50 TCGA 1 100 100 0.5 0.002 50 6599 -93 1824.4831736586245 1822.204684310223 50 TCGA 1 100 100 0.5 0.002 50 6599 -94 1824.403396546834 1821.2319654915202 50 TCGA 1 100 100 0.5 0.002 50 6599 -95 1824.5938432116316 1820.8719194115106 50 TCGA 1 100 100 0.5 0.002 50 6599 -96 1824.5400798434405 1822.0370425123665 50 TCGA 1 100 100 0.5 0.002 50 6599 -97 1824.6294923210294 1820.7924902834484 50 TCGA 1 100 100 0.5 0.002 50 6599 -98 1824.1249692065066 1821.6166090462077 50 TCGA 1 100 100 0.5 0.002 50 6599 -99 1824.8053321467937 1821.9388501344613 50 TCGA 1 100 100 0.5 0.002 50 6599 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index b9aa8d65c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2487.668948378224 2576.369967513348 50 TCGA 1 100 100 0.0 0.002 50 345 -1 1981.2414012303882 1981.5428712164337 50 TCGA 1 100 100 0.0 0.002 50 345 -2 1939.2893411402379 1933.6434571539337 50 TCGA 1 100 100 0.0 0.002 50 345 -3 1917.3644483370206 1903.6175727269158 50 TCGA 1 100 100 0.0 0.002 50 345 -4 1904.6480085166627 1895.7686448600423 50 TCGA 1 100 100 0.0 0.002 50 345 -5 1894.008664621361 1882.2574395414572 50 TCGA 1 100 100 0.0 0.002 50 345 -6 1885.6500577010113 1879.1699740155857 50 TCGA 1 100 100 0.0 0.002 50 345 -7 1879.2116809448555 1874.9430980586526 50 TCGA 1 100 100 0.0 0.002 50 345 -8 1874.9200449944713 1870.398752797189 50 TCGA 1 100 100 0.0 0.002 50 345 -9 1870.2186337613757 1867.427616598618 50 TCGA 1 100 100 0.0 0.002 50 345 -10 1866.05292549904 1861.468310178824 50 TCGA 1 100 100 0.0 0.002 50 345 -11 1863.2664240638996 1861.3343830971262 50 TCGA 1 100 100 0.0 0.002 50 345 -12 1859.9641989124502 1857.631586276107 50 TCGA 1 100 100 0.0 0.002 50 345 -13 1857.3701763764093 1851.717342204185 50 TCGA 1 100 100 0.0 0.002 50 345 -14 1855.1688317580872 1851.648368183692 50 TCGA 1 100 100 0.0 0.002 50 345 -15 1852.9039246143673 1848.3246947628768 50 TCGA 1 100 100 0.0 0.002 50 345 -16 1851.010023377439 1846.8415048877198 50 TCGA 1 100 100 0.0 0.002 50 345 -17 1848.9506522416136 1844.3520004809202 50 TCGA 1 100 100 0.0 0.002 50 345 -18 1847.3863161182628 1844.0063525635992 50 TCGA 1 100 100 0.0 0.002 50 345 -19 1845.8654317803675 1841.0730323983198 50 TCGA 1 100 100 0.0 0.002 50 345 -20 1844.3701800825288 1841.109321632577 50 TCGA 1 100 100 0.0 0.002 50 345 -21 1843.4103769957453 1839.3072209190484 50 TCGA 1 100 100 0.0 0.002 50 345 -22 1841.9185321755488 1837.6287363330323 50 TCGA 1 100 100 0.0 0.002 50 345 -23 1840.723623261067 1837.1606242884343 50 TCGA 1 100 100 0.0 0.002 50 345 -24 1839.972566376601 1835.9666281848697 50 TCGA 1 100 100 0.0 0.002 50 345 -25 1838.854316746341 1834.8561386031722 50 TCGA 1 100 100 0.0 0.002 50 345 -26 1837.9321481726215 1834.301007601484 50 TCGA 1 100 100 0.0 0.002 50 345 -27 1836.8666591054562 1834.3186758990264 50 TCGA 1 100 100 0.0 0.002 50 345 -28 1836.1019808009928 1831.8677076790202 50 TCGA 1 100 100 0.0 0.002 50 345 -29 1835.7607736758907 1832.4785880084014 50 TCGA 1 100 100 0.0 0.002 50 345 -30 1834.8107481636177 1830.6729889682788 50 TCGA 1 100 100 0.0 0.002 50 345 -31 1834.1398206903061 1831.1375376639055 50 TCGA 1 100 100 0.0 0.002 50 345 -32 1833.6658987051037 1830.1266034763662 50 TCGA 1 100 100 0.0 0.002 50 345 -33 1832.8670825023632 1829.2758960819724 50 TCGA 1 100 100 0.0 0.002 50 345 -34 1832.4137660513127 1828.8229526538944 50 TCGA 1 100 100 0.0 0.002 50 345 -35 1831.9727541487828 1829.0536373272614 50 TCGA 1 100 100 0.0 0.002 50 345 -36 1831.3764044558022 1827.429072854507 50 TCGA 1 100 100 0.0 0.002 50 345 -37 1831.0724419245616 1827.6368303921954 50 TCGA 1 100 100 0.0 0.002 50 345 -38 1830.5938308669834 1828.2781964019316 50 TCGA 1 100 100 0.0 0.002 50 345 -39 1830.0962631578145 1826.718954881831 50 TCGA 1 100 100 0.0 0.002 50 345 -40 1829.7578326111486 1826.8194009598776 50 TCGA 1 100 100 0.0 0.002 50 345 -41 1829.4492863185544 1827.3111823767274 50 TCGA 1 100 100 0.0 0.002 50 345 -42 1829.1461376075647 1826.0350568761778 50 TCGA 1 100 100 0.0 0.002 50 345 -43 1829.1121905471932 1827.825145625589 50 TCGA 1 100 100 0.0 0.002 50 345 -44 1828.857376706668 1825.754357112712 50 TCGA 1 100 100 0.0 0.002 50 345 -45 1828.4836579476207 1824.9568374097048 50 TCGA 1 100 100 0.0 0.002 50 345 -46 1828.0208314848153 1824.978297861377 50 TCGA 1 100 100 0.0 0.002 50 345 -47 1828.256726715977 1825.0628018019786 50 TCGA 1 100 100 0.0 0.002 50 345 -48 1827.986509765734 1825.1278757066582 50 TCGA 1 100 100 0.0 0.002 50 345 -49 1827.3400275435533 1825.1339767686086 50 TCGA 1 100 100 0.0 0.002 50 345 -50 1827.2697552249745 1825.6846795010208 50 TCGA 1 100 100 0.0 0.002 50 345 -51 1827.609413355612 1823.5700640654445 50 TCGA 1 100 100 0.0 0.002 50 345 -52 1827.024366536967 1827.2850182308025 50 TCGA 1 100 100 0.0 0.002 50 345 -53 1827.1140001418137 1824.764443555669 50 TCGA 1 100 100 0.0 0.002 50 345 -54 1826.5831699416046 1824.1342804108433 50 TCGA 1 100 100 0.0 0.002 50 345 -55 1826.8382612642054 1823.492128611809 50 TCGA 1 100 100 0.0 0.002 50 345 -56 1826.4032591887783 1823.7706581000707 50 TCGA 1 100 100 0.0 0.002 50 345 -57 1826.3727035684262 1823.9331796924073 50 TCGA 1 100 100 0.0 0.002 50 345 -58 1826.3992337298082 1823.8914653835584 50 TCGA 1 100 100 0.0 0.002 50 345 -59 1826.217985735473 1822.9945749254082 50 TCGA 1 100 100 0.0 0.002 50 345 -60 1825.944476007018 1822.1180561008166 50 TCGA 1 100 100 0.0 0.002 50 345 -61 1825.7993939758771 1823.4634071235082 50 TCGA 1 100 100 0.0 0.002 50 345 -62 1826.2590169343503 1823.2911530307788 50 TCGA 1 100 100 0.0 0.002 50 345 -63 1825.6857150129235 1823.081881575848 50 TCGA 1 100 100 0.0 0.002 50 345 -64 1825.7710283179144 1822.455605665044 50 TCGA 1 100 100 0.0 0.002 50 345 -65 1825.4893912873054 1822.8415337183967 50 TCGA 1 100 100 0.0 0.002 50 345 -66 1825.5456554959137 1821.7764555197864 50 TCGA 1 100 100 0.0 0.002 50 345 -67 1825.3731832656495 1823.2528235660725 50 TCGA 1 100 100 0.0 0.002 50 345 -68 1825.6566512419424 1822.6338491775282 50 TCGA 1 100 100 0.0 0.002 50 345 -69 1825.4167306880652 1822.0056471321452 50 TCGA 1 100 100 0.0 0.002 50 345 -70 1825.3553397988405 1823.4830107569096 50 TCGA 1 100 100 0.0 0.002 50 345 -71 1825.2980964661497 1823.4479084877512 50 TCGA 1 100 100 0.0 0.002 50 345 -72 1824.9497868354492 1822.983943766685 50 TCGA 1 100 100 0.0 0.002 50 345 -73 1825.0912843677186 1824.0295649389525 50 TCGA 1 100 100 0.0 0.002 50 345 -74 1825.0622967901952 1823.760104232098 50 TCGA 1 100 100 0.0 0.002 50 345 -75 1825.0393273921693 1821.7114730144865 50 TCGA 1 100 100 0.0 0.002 50 345 -76 1824.8250332787734 1821.555856675958 50 TCGA 1 100 100 0.0 0.002 50 345 -77 1824.857968527633 1825.2510305433418 50 TCGA 1 100 100 0.0 0.002 50 345 -78 1824.777282857911 1824.016737128023 50 TCGA 1 100 100 0.0 0.002 50 345 -79 1825.1620253332892 1821.989790873312 50 TCGA 1 100 100 0.0 0.002 50 345 -80 1824.7580357664517 1821.57409545285 50 TCGA 1 100 100 0.0 0.002 50 345 -81 1824.687063890558 1823.3906900223776 50 TCGA 1 100 100 0.0 0.002 50 345 -82 1824.9792545189587 1823.228611931729 50 TCGA 1 100 100 0.0 0.002 50 345 -83 1824.4845627721818 1820.7288033183495 50 TCGA 1 100 100 0.0 0.002 50 345 -84 1824.7273892099163 1822.1449526686165 50 TCGA 1 100 100 0.0 0.002 50 345 -85 1824.804851373161 1822.764947785804 50 TCGA 1 100 100 0.0 0.002 50 345 -86 1824.5779732262295 1821.5367278285962 50 TCGA 1 100 100 0.0 0.002 50 345 -87 1824.6781768475223 1823.1097810831502 50 TCGA 1 100 100 0.0 0.002 50 345 -88 1824.696800002856 1821.9376932268765 50 TCGA 1 100 100 0.0 0.002 50 345 -89 1824.3904386039876 1822.7960849167714 50 TCGA 1 100 100 0.0 0.002 50 345 -90 1824.8474112782233 1821.1471603623586 50 TCGA 1 100 100 0.0 0.002 50 345 -91 1824.3698411905975 1820.6944402186714 50 TCGA 1 100 100 0.0 0.002 50 345 -92 1824.6207209307242 1822.5627465942996 50 TCGA 1 100 100 0.0 0.002 50 345 -93 1824.348491721074 1821.4155635354507 50 TCGA 1 100 100 0.0 0.002 50 345 -94 1824.572937686178 1821.4672035715687 50 TCGA 1 100 100 0.0 0.002 50 345 -95 1824.1172488962304 1822.038320876845 50 TCGA 1 100 100 0.0 0.002 50 345 -96 1824.4474500044473 1821.6349852288788 50 TCGA 1 100 100 0.0 0.002 50 345 -97 1824.1858237166798 1821.745772932043 50 TCGA 1 100 100 0.0 0.002 50 345 -98 1824.4251094749561 1821.4802558937265 50 TCGA 1 100 100 0.0 0.002 50 345 -99 1824.295914215759 1821.820203924898 50 TCGA 1 100 100 0.0 0.002 50 345 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index 07e68fafd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2503.046931518323 2339.588775174702 50 TCGA 1 100 100 1.0 0.002 50 519 -1 1986.8615919407596 2072.826444232883 50 TCGA 1 100 100 1.0 0.002 50 519 -2 1942.6385026742923 1927.1259698148947 50 TCGA 1 100 100 1.0 0.002 50 519 -3 1918.2651847484242 1913.9591291418028 50 TCGA 1 100 100 1.0 0.002 50 519 -4 1903.7954051148374 1892.540817490774 50 TCGA 1 100 100 1.0 0.002 50 519 -5 1894.1507951779242 1887.0855712890625 50 TCGA 1 100 100 1.0 0.002 50 519 -6 1886.8573299986615 1885.777427788356 50 TCGA 1 100 100 1.0 0.002 50 519 -7 1879.8567147555661 1877.6643232029287 50 TCGA 1 100 100 1.0 0.002 50 519 -8 1875.5904897865885 1875.9760288257694 50 TCGA 1 100 100 1.0 0.002 50 519 -9 1870.4037020155622 1866.251106607255 50 TCGA 1 100 100 1.0 0.002 50 519 -10 1866.7191382568985 1861.1752647514918 50 TCGA 1 100 100 1.0 0.002 50 519 -11 1863.6669233654052 1859.2333015173524 50 TCGA 1 100 100 1.0 0.002 50 519 -12 1860.6463907682307 1856.8647025410255 50 TCGA 1 100 100 1.0 0.002 50 519 -13 1858.0095285287273 1854.261094903227 50 TCGA 1 100 100 1.0 0.002 50 519 -14 1856.0253412191564 1851.973434678274 50 TCGA 1 100 100 1.0 0.002 50 519 -15 1852.7849084713826 1851.428090771239 50 TCGA 1 100 100 1.0 0.002 50 519 -16 1850.9678059750495 1847.7454956668107 50 TCGA 1 100 100 1.0 0.002 50 519 -17 1849.5257749032703 1846.562320268334 50 TCGA 1 100 100 1.0 0.002 50 519 -18 1848.0459090244665 1846.8496970938677 50 TCGA 1 100 100 1.0 0.002 50 519 -19 1845.9882014321754 1844.396856720124 50 TCGA 1 100 100 1.0 0.002 50 519 -20 1845.0360002233483 1841.7639227632303 50 TCGA 1 100 100 1.0 0.002 50 519 -21 1843.3072073070289 1841.2380144128847 50 TCGA 1 100 100 1.0 0.002 50 519 -22 1841.9147168753575 1840.0197152755968 50 TCGA 1 100 100 1.0 0.002 50 519 -23 1841.1403639229536 1838.727116417046 50 TCGA 1 100 100 1.0 0.002 50 519 -24 1839.8830791089747 1838.228202168067 50 TCGA 1 100 100 1.0 0.002 50 519 -25 1838.8960872888165 1840.4244176203283 50 TCGA 1 100 100 1.0 0.002 50 519 -26 1837.9020593053249 1836.5831605537453 50 TCGA 1 100 100 1.0 0.002 50 519 -27 1837.032624220952 1834.5721993757852 50 TCGA 1 100 100 1.0 0.002 50 519 -28 1835.9819727396377 1834.3237353760992 50 TCGA 1 100 100 1.0 0.002 50 519 -29 1835.0103575549683 1834.3634603682474 50 TCGA 1 100 100 1.0 0.002 50 519 -30 1834.9528032761225 1832.441939310812 50 TCGA 1 100 100 1.0 0.002 50 519 -31 1834.099623599959 1832.090546114361 50 TCGA 1 100 100 1.0 0.002 50 519 -32 1833.7512872497716 1830.9982848814384 50 TCGA 1 100 100 1.0 0.002 50 519 -33 1833.0542048460566 1831.0189159910883 50 TCGA 1 100 100 1.0 0.002 50 519 -34 1832.369917411306 1830.315957227544 50 TCGA 1 100 100 1.0 0.002 50 519 -35 1831.6592504307819 1829.907461501845 50 TCGA 1 100 100 1.0 0.002 50 519 -36 1831.5893535611885 1829.2605575484847 50 TCGA 1 100 100 1.0 0.002 50 519 -37 1831.1834220967132 1829.5528779149654 50 TCGA 1 100 100 1.0 0.002 50 519 -38 1830.6167019438378 1828.745974133362 50 TCGA 1 100 100 1.0 0.002 50 519 -39 1830.5809406970732 1829.305963410804 50 TCGA 1 100 100 1.0 0.002 50 519 -40 1830.132505178212 1828.2865112918107 50 TCGA 1 100 100 1.0 0.002 50 519 -41 1829.7014830255364 1829.3070332129396 50 TCGA 1 100 100 1.0 0.002 50 519 -42 1829.382991906162 1827.0991309084484 50 TCGA 1 100 100 1.0 0.002 50 519 -43 1828.752923242667 1826.1901984286667 50 TCGA 1 100 100 1.0 0.002 50 519 -44 1828.7072903241067 1827.4379698786904 50 TCGA 1 100 100 1.0 0.002 50 519 -45 1828.7524157495475 1827.610755805394 50 TCGA 1 100 100 1.0 0.002 50 519 -46 1828.308666755105 1826.6237069134736 50 TCGA 1 100 100 1.0 0.002 50 519 -47 1827.7942818336048 1826.491677749097 50 TCGA 1 100 100 1.0 0.002 50 519 -48 1827.7462915505052 1825.2153289641567 50 TCGA 1 100 100 1.0 0.002 50 519 -49 1827.525025762981 1825.5765190699592 50 TCGA 1 100 100 1.0 0.002 50 519 -50 1827.3003214459186 1826.9002489252905 50 TCGA 1 100 100 1.0 0.002 50 519 -51 1827.1961365665811 1826.4178632419912 50 TCGA 1 100 100 1.0 0.002 50 519 -52 1827.0713589337538 1826.9702301792163 50 TCGA 1 100 100 1.0 0.002 50 519 -53 1826.9773116539147 1826.14929076535 50 TCGA 1 100 100 1.0 0.002 50 519 -54 1826.9161519202714 1825.5389158929413 50 TCGA 1 100 100 1.0 0.002 50 519 -55 1826.6381838526333 1824.542076225856 50 TCGA 1 100 100 1.0 0.002 50 519 -56 1826.3284660447507 1824.0863270208465 50 TCGA 1 100 100 1.0 0.002 50 519 -57 1826.3183418526849 1824.6976526921717 50 TCGA 1 100 100 1.0 0.002 50 519 -58 1826.49616629184 1825.645388195862 50 TCGA 1 100 100 1.0 0.002 50 519 -59 1826.2339126207105 1823.8872364753454 50 TCGA 1 100 100 1.0 0.002 50 519 -60 1826.1075892362735 1824.9748878670698 50 TCGA 1 100 100 1.0 0.002 50 519 -61 1826.1704900558273 1823.9605890782036 50 TCGA 1 100 100 1.0 0.002 50 519 -62 1825.811864891014 1824.7051560291693 50 TCGA 1 100 100 1.0 0.002 50 519 -63 1825.6582725193634 1823.7308355743562 50 TCGA 1 100 100 1.0 0.002 50 519 -64 1825.638524093483 1823.996587552018 50 TCGA 1 100 100 1.0 0.002 50 519 -65 1825.6134344544419 1823.0750996191896 50 TCGA 1 100 100 1.0 0.002 50 519 -66 1825.6659565723453 1824.1963964107647 50 TCGA 1 100 100 1.0 0.002 50 519 -67 1825.4794153808975 1823.287159061911 50 TCGA 1 100 100 1.0 0.002 50 519 -68 1825.1849206225495 1823.45835010011 50 TCGA 1 100 100 1.0 0.002 50 519 -69 1825.0985744138663 1824.2624757086212 50 TCGA 1 100 100 1.0 0.002 50 519 -70 1825.1049280516843 1823.3483359178706 50 TCGA 1 100 100 1.0 0.002 50 519 -71 1824.9820776418965 1824.1791685478172 50 TCGA 1 100 100 1.0 0.002 50 519 -72 1825.322591518262 1823.0993486720713 50 TCGA 1 100 100 1.0 0.002 50 519 -73 1825.2949223246394 1824.633904998626 50 TCGA 1 100 100 1.0 0.002 50 519 -74 1824.9913127331586 1823.399428171129 50 TCGA 1 100 100 1.0 0.002 50 519 -75 1825.236492379673 1824.101881477701 50 TCGA 1 100 100 1.0 0.002 50 519 -76 1824.7612632515575 1823.0444777598932 50 TCGA 1 100 100 1.0 0.002 50 519 -77 1824.918324251342 1823.888803760011 50 TCGA 1 100 100 1.0 0.002 50 519 -78 1824.8043749460433 1822.5215739341238 50 TCGA 1 100 100 1.0 0.002 50 519 -79 1824.4579667181745 1822.815159169873 50 TCGA 1 100 100 1.0 0.002 50 519 -80 1824.551525730389 1823.9579262278187 50 TCGA 1 100 100 1.0 0.002 50 519 -81 1825.026975018356 1824.2366998567054 50 TCGA 1 100 100 1.0 0.002 50 519 -82 1825.0140128788744 1823.1577921345006 50 TCGA 1 100 100 1.0 0.002 50 519 -83 1824.5072892558721 1822.718320606941 50 TCGA 1 100 100 1.0 0.002 50 519 -84 1824.3830456993971 1822.7460710535097 50 TCGA 1 100 100 1.0 0.002 50 519 -85 1824.4305119753442 1822.7834307033213 50 TCGA 1 100 100 1.0 0.002 50 519 -86 1824.646840366858 1822.8597878307553 50 TCGA 1 100 100 1.0 0.002 50 519 -87 1824.578029581047 1823.8585554726758 50 TCGA 1 100 100 1.0 0.002 50 519 -88 1824.5626045343718 1823.126076549741 50 TCGA 1 100 100 1.0 0.002 50 519 -89 1825.1284818993122 1822.207323850699 50 TCGA 1 100 100 1.0 0.002 50 519 -90 1824.3514092138057 1822.284593131674 50 TCGA 1 100 100 1.0 0.002 50 519 -91 1824.37315305805 1821.6401121820038 50 TCGA 1 100 100 1.0 0.002 50 519 -92 1824.3389767224082 1822.505469240735 50 TCGA 1 100 100 1.0 0.002 50 519 -93 1824.4145911806781 1823.1683049034234 50 TCGA 1 100 100 1.0 0.002 50 519 -94 1824.3706437698604 1822.5843364773084 50 TCGA 1 100 100 1.0 0.002 50 519 -95 1824.26366380874 1822.044583267902 50 TCGA 1 100 100 1.0 0.002 50 519 -96 1824.3625005123165 1823.740269953282 50 TCGA 1 100 100 1.0 0.002 50 519 -97 1824.349604047453 1821.8822346596262 50 TCGA 1 100 100 1.0 0.002 50 519 -98 1824.1162315936663 1821.9076001344613 50 TCGA 1 100 100 1.0 0.002 50 519 -99 1824.044138085218 1824.0155225590845 50 TCGA 1 100 100 1.0 0.002 50 519 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index bce823e77..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2491.8757914745297 2476.403204989793 50 TCGA 1 50 100 0.5 0.002 50 1307 -1 1984.253351503856 2037.8091102485082 50 TCGA 1 50 100 0.5 0.002 50 1307 -2 1942.089910896166 1955.216517156093 50 TCGA 1 50 100 0.5 0.002 50 1307 -3 1920.4328745448013 1904.4129939247016 50 TCGA 1 50 100 0.5 0.002 50 1307 -4 1904.7768664917305 1901.754189649419 50 TCGA 1 50 100 0.5 0.002 50 1307 -5 1894.3973132241103 1889.269456412924 50 TCGA 1 50 100 0.5 0.002 50 1307 -6 1886.0821416978126 1879.9713030484454 50 TCGA 1 50 100 0.5 0.002 50 1307 -7 1880.8614893139493 1873.3592240990106 50 TCGA 1 50 100 0.5 0.002 50 1307 -8 1874.9989217644704 1875.9226564953674 50 TCGA 1 50 100 0.5 0.002 50 1307 -9 1870.6379714865332 1865.0912950985396 50 TCGA 1 50 100 0.5 0.002 50 1307 -10 1867.0217632604956 1866.4820311273163 50 TCGA 1 50 100 0.5 0.002 50 1307 -11 1863.4443359783763 1856.9897062215373 50 TCGA 1 50 100 0.5 0.002 50 1307 -12 1860.1431083998546 1856.0580797051664 50 TCGA 1 50 100 0.5 0.002 50 1307 -13 1857.788719833822 1853.4166578743327 50 TCGA 1 50 100 0.5 0.002 50 1307 -14 1854.9668977986305 1852.538146665947 50 TCGA 1 50 100 0.5 0.002 50 1307 -15 1853.3618547346114 1850.149065027285 50 TCGA 1 50 100 0.5 0.002 50 1307 -16 1851.0971423256728 1854.1022194713803 50 TCGA 1 50 100 0.5 0.002 50 1307 -17 1849.0558301021058 1845.7225783458307 50 TCGA 1 50 100 0.5 0.002 50 1307 -18 1847.4234464764395 1845.3814979438207 50 TCGA 1 50 100 0.5 0.002 50 1307 -19 1846.223706934891 1847.6876098019393 50 TCGA 1 50 100 0.5 0.002 50 1307 -20 1844.646576264964 1842.144560080677 50 TCGA 1 50 100 0.5 0.002 50 1307 -21 1843.1590640620204 1840.515414597401 50 TCGA 1 50 100 0.5 0.002 50 1307 -22 1842.0375257684311 1840.526246344025 50 TCGA 1 50 100 0.5 0.002 50 1307 -23 1840.8253561744389 1838.3132563452025 50 TCGA 1 50 100 0.5 0.002 50 1307 -24 1840.0454803000125 1836.6132603937658 50 TCGA 1 50 100 0.5 0.002 50 1307 -25 1839.0314564935356 1836.1652237015153 50 TCGA 1 50 100 0.5 0.002 50 1307 -26 1838.1577958878643 1834.8568520090687 50 TCGA 1 50 100 0.5 0.002 50 1307 -27 1836.8507263885303 1835.0444808269865 50 TCGA 1 50 100 0.5 0.002 50 1307 -28 1836.1600216442832 1833.4982468494818 50 TCGA 1 50 100 0.5 0.002 50 1307 -29 1835.7355420325189 1833.042437529444 50 TCGA 1 50 100 0.5 0.002 50 1307 -30 1834.7248792132038 1834.4425042693938 50 TCGA 1 50 100 0.5 0.002 50 1307 -31 1834.2729769192686 1831.4979303254554 50 TCGA 1 50 100 0.5 0.002 50 1307 -32 1833.67263734334 1833.1735545402796 50 TCGA 1 50 100 0.5 0.002 50 1307 -33 1832.783481492729 1830.897979276264 50 TCGA 1 50 100 0.5 0.002 50 1307 -34 1832.4100284706283 1829.3781020581423 50 TCGA 1 50 100 0.5 0.002 50 1307 -35 1831.960330827306 1829.4696253484217 50 TCGA 1 50 100 0.5 0.002 50 1307 -36 1831.4524760884437 1829.7270802253454 50 TCGA 1 50 100 0.5 0.002 50 1307 -37 1831.0736052918373 1829.0710976758794 50 TCGA 1 50 100 0.5 0.002 50 1307 -38 1830.5113930066177 1828.4348978780622 50 TCGA 1 50 100 0.5 0.002 50 1307 -39 1830.3047181708644 1828.5681661481235 50 TCGA 1 50 100 0.5 0.002 50 1307 -40 1829.7218774743799 1828.5556824650596 50 TCGA 1 50 100 0.5 0.002 50 1307 -41 1829.8934270443826 1827.942600576123 50 TCGA 1 50 100 0.5 0.002 50 1307 -42 1829.203848865099 1827.4212523800643 50 TCGA 1 50 100 0.5 0.002 50 1307 -43 1828.8931321762466 1826.3369005672896 50 TCGA 1 50 100 0.5 0.002 50 1307 -44 1828.744072634057 1827.0710958356235 50 TCGA 1 50 100 0.5 0.002 50 1307 -45 1828.4217412390603 1826.1610193300487 50 TCGA 1 50 100 0.5 0.002 50 1307 -46 1828.3381458703582 1826.076563849521 50 TCGA 1 50 100 0.5 0.002 50 1307 -47 1828.0675711433248 1825.544104187932 50 TCGA 1 50 100 0.5 0.002 50 1307 -48 1828.20853902751 1828.0152747379475 50 TCGA 1 50 100 0.5 0.002 50 1307 -49 1827.7080775611248 1825.4528888338175 50 TCGA 1 50 100 0.5 0.002 50 1307 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 5a7e67b7c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2497.4997530797855 2499.314070351759 50 TCGA 1 50 100 0.0 0.002 50 1037 -1 1982.7991781897917 1951.7536933937265 50 TCGA 1 50 100 0.0 0.002 50 1037 -2 1941.2392269100033 1943.109180546286 50 TCGA 1 50 100 0.0 0.002 50 1037 -3 1918.7500464627487 1916.0024107353172 50 TCGA 1 50 100 0.0 0.002 50 1037 -4 1904.413818890767 1907.9854349874372 50 TCGA 1 50 100 0.0 0.002 50 1037 -5 1893.659444443415 1885.6484068290672 50 TCGA 1 50 100 0.0 0.002 50 1037 -6 1885.7902991857654 1875.1646121231156 50 TCGA 1 50 100 0.0 0.002 50 1037 -7 1880.862987076761 1874.2913180403973 50 TCGA 1 50 100 0.0 0.002 50 1037 -8 1875.1570481646206 1869.6475989566975 50 TCGA 1 50 100 0.0 0.002 50 1037 -9 1870.4310170976376 1871.4680826005026 50 TCGA 1 50 100 0.0 0.002 50 1037 -10 1866.590673648269 1861.0884666251177 50 TCGA 1 50 100 0.0 0.002 50 1037 -11 1864.0358120287779 1857.9359081785883 50 TCGA 1 50 100 0.0 0.002 50 1037 -12 1860.5115762687792 1854.1942193879554 50 TCGA 1 50 100 0.0 0.002 50 1037 -13 1857.6671989944207 1852.1784281514997 50 TCGA 1 50 100 0.0 0.002 50 1037 -14 1855.5190354475073 1852.5887187401854 50 TCGA 1 50 100 0.0 0.002 50 1037 -15 1853.1342996894707 1848.6026838293028 50 TCGA 1 50 100 0.0 0.002 50 1037 -16 1851.0360702581072 1848.9808871015232 50 TCGA 1 50 100 0.0 0.002 50 1037 -17 1849.3473394857824 1844.548578463607 50 TCGA 1 50 100 0.0 0.002 50 1037 -18 1847.912502455304 1845.6117605851523 50 TCGA 1 50 100 0.0 0.002 50 1037 -19 1846.164608784746 1842.3371146504005 50 TCGA 1 50 100 0.0 0.002 50 1037 -20 1844.8618560971552 1840.1434448855607 50 TCGA 1 50 100 0.0 0.002 50 1037 -21 1843.4437950211773 1838.6301846144786 50 TCGA 1 50 100 0.0 0.002 50 1037 -22 1841.936272538657 1838.179967218907 50 TCGA 1 50 100 0.0 0.002 50 1037 -23 1841.4499976891254 1837.6465904964275 50 TCGA 1 50 100 0.0 0.002 50 1037 -24 1839.9906060088624 1835.169574066622 50 TCGA 1 50 100 0.0 0.002 50 1037 -25 1838.731564208085 1836.0273609257224 50 TCGA 1 50 100 0.0 0.002 50 1037 -26 1837.9826855000035 1833.4859686616678 50 TCGA 1 50 100 0.0 0.002 50 1037 -27 1837.3837183737198 1832.780968440837 50 TCGA 1 50 100 0.0 0.002 50 1037 -28 1836.4231454768556 1833.2544963587468 50 TCGA 1 50 100 0.0 0.002 50 1037 -29 1835.5914106619173 1831.781175162924 50 TCGA 1 50 100 0.0 0.002 50 1037 -30 1834.872596322592 1834.247170299741 50 TCGA 1 50 100 0.0 0.002 50 1037 -31 1834.4940641317826 1830.099728991638 50 TCGA 1 50 100 0.0 0.002 50 1037 -32 1833.5056228782466 1830.3855802449748 50 TCGA 1 50 100 0.0 0.002 50 1037 -33 1832.9030885165232 1830.175168444763 50 TCGA 1 50 100 0.0 0.002 50 1037 -34 1832.6344290902698 1828.5798971664965 50 TCGA 1 50 100 0.0 0.002 50 1037 -35 1831.8394908783678 1828.4701191504396 50 TCGA 1 50 100 0.0 0.002 50 1037 -36 1831.408057632557 1828.032098358001 50 TCGA 1 50 100 0.0 0.002 50 1037 -37 1831.135418188174 1827.6169071676743 50 TCGA 1 50 100 0.0 0.002 50 1037 -38 1830.7625795371405 1827.296153006242 50 TCGA 1 50 100 0.0 0.002 50 1037 -39 1830.6000211630326 1826.703593651853 50 TCGA 1 50 100 0.0 0.002 50 1037 -40 1829.9942152106557 1826.9162254141802 50 TCGA 1 50 100 0.0 0.002 50 1037 -41 1829.5454890202939 1827.0649101218985 50 TCGA 1 50 100 0.0 0.002 50 1037 -42 1829.204325115086 1825.8275079008322 50 TCGA 1 50 100 0.0 0.002 50 1037 -43 1829.2367611142165 1825.614208125589 50 TCGA 1 50 100 0.0 0.002 50 1037 -44 1828.728973984785 1828.040224314934 50 TCGA 1 50 100 0.0 0.002 50 1037 -45 1828.861367189135 1825.5182344829616 50 TCGA 1 50 100 0.0 0.002 50 1037 -46 1828.3562453728007 1825.7681443104193 50 TCGA 1 50 100 0.0 0.002 50 1037 -47 1828.3010041485647 1824.458385678392 50 TCGA 1 50 100 0.0 0.002 50 1037 -48 1827.829685698717 1824.2498386708935 50 TCGA 1 50 100 0.0 0.002 50 1037 -49 1827.9043720056734 1824.319401573296 50 TCGA 1 50 100 0.0 0.002 50 1037 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index 47c6fdfc9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_50z_0.002lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2506.009387464552 2471.00961963136 50 TCGA 1 50 100 1.0 0.002 50 9036 -1 1979.4216063880856 1973.2220385374137 50 TCGA 1 50 100 1.0 0.002 50 9036 -2 1939.460828809869 1966.0721453949434 50 TCGA 1 50 100 1.0 0.002 50 9036 -3 1919.0037413685566 1915.6424345850346 50 TCGA 1 50 100 1.0 0.002 50 9036 -4 1903.9890342190379 1896.8177778541144 50 TCGA 1 50 100 1.0 0.002 50 9036 -5 1894.8889944845312 1891.0313984473146 50 TCGA 1 50 100 1.0 0.002 50 9036 -6 1887.1381109429067 1878.6578497958542 50 TCGA 1 50 100 1.0 0.002 50 9036 -7 1879.8304009525382 1878.30554996663 50 TCGA 1 50 100 1.0 0.002 50 9036 -8 1874.0315545421984 1869.2421095958307 50 TCGA 1 50 100 1.0 0.002 50 9036 -9 1869.9995541483686 1866.670545721773 50 TCGA 1 50 100 1.0 0.002 50 9036 -10 1866.993483292922 1862.317074262916 50 TCGA 1 50 100 1.0 0.002 50 9036 -11 1864.0830288229276 1860.0367891704616 50 TCGA 1 50 100 1.0 0.002 50 9036 -12 1860.452660277135 1858.52167146769 50 TCGA 1 50 100 1.0 0.002 50 9036 -13 1857.7285338967145 1852.6838151941347 50 TCGA 1 50 100 1.0 0.002 50 9036 -14 1855.080795259132 1850.7732816916614 50 TCGA 1 50 100 1.0 0.002 50 9036 -15 1853.138273903163 1849.3932400037295 50 TCGA 1 50 100 1.0 0.002 50 9036 -16 1850.983140412552 1847.0679704675722 50 TCGA 1 50 100 1.0 0.002 50 9036 -17 1848.8767905053796 1847.5885794941505 50 TCGA 1 50 100 1.0 0.002 50 9036 -18 1847.5845794796958 1845.0513167644865 50 TCGA 1 50 100 1.0 0.002 50 9036 -19 1846.2804707611149 1843.295021862241 50 TCGA 1 50 100 1.0 0.002 50 9036 -20 1844.8276029957872 1841.9793578488143 50 TCGA 1 50 100 1.0 0.002 50 9036 -21 1843.004740821795 1839.1816197687658 50 TCGA 1 50 100 1.0 0.002 50 9036 -22 1841.9219322132205 1842.867500956933 50 TCGA 1 50 100 1.0 0.002 50 9036 -23 1841.1993286936713 1838.8457436106312 50 TCGA 1 50 100 1.0 0.002 50 9036 -24 1840.0809810147487 1837.629900601641 50 TCGA 1 50 100 1.0 0.002 50 9036 -25 1838.7438258092202 1837.3147708758636 50 TCGA 1 50 100 1.0 0.002 50 9036 -26 1837.8067833787297 1834.1805922925173 50 TCGA 1 50 100 1.0 0.002 50 9036 -27 1837.084593473022 1835.647386100424 50 TCGA 1 50 100 1.0 0.002 50 9036 -28 1836.1977064079679 1837.802404969182 50 TCGA 1 50 100 1.0 0.002 50 9036 -29 1835.6699381982764 1834.496692446608 50 TCGA 1 50 100 1.0 0.002 50 9036 -30 1834.5442833324032 1831.885644040515 50 TCGA 1 50 100 1.0 0.002 50 9036 -31 1833.9564211300699 1833.973603981823 50 TCGA 1 50 100 1.0 0.002 50 9036 -32 1833.7467295130073 1831.8538615931218 50 TCGA 1 50 100 1.0 0.002 50 9036 -33 1832.9060771885509 1829.9826850316033 50 TCGA 1 50 100 1.0 0.002 50 9036 -34 1832.3878852647522 1831.1456403109296 50 TCGA 1 50 100 1.0 0.002 50 9036 -35 1831.8411401560668 1830.0578294303548 50 TCGA 1 50 100 1.0 0.002 50 9036 -36 1831.4422635354026 1829.3790798474795 50 TCGA 1 50 100 1.0 0.002 50 9036 -37 1830.964475508872 1829.030970281093 50 TCGA 1 50 100 1.0 0.002 50 9036 -38 1830.8683714416893 1833.5244950337626 50 TCGA 1 50 100 1.0 0.002 50 9036 -39 1830.5460886895119 1829.7870179756203 50 TCGA 1 50 100 1.0 0.002 50 9036 -40 1829.7429954613117 1827.3376734747958 50 TCGA 1 50 100 1.0 0.002 50 9036 -41 1829.755181550261 1827.949622992894 50 TCGA 1 50 100 1.0 0.002 50 9036 -42 1829.1197642068641 1828.08517992796 50 TCGA 1 50 100 1.0 0.002 50 9036 -43 1829.200094307117 1826.8856256379554 50 TCGA 1 50 100 1.0 0.002 50 9036 -44 1828.4090414029145 1827.4185527245604 50 TCGA 1 50 100 1.0 0.002 50 9036 -45 1828.3835660549316 1826.39674446451 50 TCGA 1 50 100 1.0 0.002 50 9036 -46 1828.008051898972 1826.668159523202 50 TCGA 1 50 100 1.0 0.002 50 9036 -47 1827.8011270227782 1826.1152276273947 50 TCGA 1 50 100 1.0 0.002 50 9036 -48 1827.7160534982715 1826.779480287178 50 TCGA 1 50 100 1.0 0.002 50 9036 -49 1827.7272269445573 1825.4394457639762 50 TCGA 1 50 100 1.0 0.002 50 9036 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 6b1793703..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5306.966549001005 5254.982078360553 100 TCGA 1 100 100 0.5 0.0005 5 4030 -1 4797.369698504995 4730.540480723932 100 TCGA 1 100 100 0.5 0.0005 5 4030 -2 4331.431618388283 4123.597109080559 100 TCGA 1 100 100 0.5 0.0005 5 4030 -3 3880.1651836011624 3777.601714627827 100 TCGA 1 100 100 0.5 0.0005 5 4030 -4 3503.1593418029793 3533.367208356234 100 TCGA 1 100 100 0.5 0.0005 5 4030 -5 3200.349481677381 3222.559042772456 100 TCGA 1 100 100 0.5 0.0005 5 4030 -6 2957.3189124315895 2779.109460878612 100 TCGA 1 100 100 0.5 0.0005 5 4030 -7 2750.451339985673 2674.847987496074 100 TCGA 1 100 100 0.5 0.0005 5 4030 -8 2570.253631234129 2572.3470906779994 100 TCGA 1 100 100 0.5 0.0005 5 4030 -9 2451.6448540639126 2311.652592797974 100 TCGA 1 100 100 0.5 0.0005 5 4030 -10 2370.549382217123 2494.565421099639 100 TCGA 1 100 100 0.5 0.0005 5 4030 -11 2314.5458712411228 2284.2730571804336 100 TCGA 1 100 100 0.5 0.0005 5 4030 -12 2264.568851280617 2246.0001006006596 100 TCGA 1 100 100 0.5 0.0005 5 4030 -13 2212.1166818054385 2180.61333155033 100 TCGA 1 100 100 0.5 0.0005 5 4030 -14 2187.231349171399 2259.063499872409 100 TCGA 1 100 100 0.5 0.0005 5 4030 -15 2164.671774689514 2107.872936459642 100 TCGA 1 100 100 0.5 0.0005 5 4030 -16 2130.0523322610293 2122.3105849069566 100 TCGA 1 100 100 0.5 0.0005 5 4030 -17 2114.7926312478635 2107.183588842651 100 TCGA 1 100 100 0.5 0.0005 5 4030 -18 2107.6995875633966 2115.1036947432476 100 TCGA 1 100 100 0.5 0.0005 5 4030 -19 2098.2740294980954 2076.2230512916144 100 TCGA 1 100 100 0.5 0.0005 5 4030 -20 2086.6127733208664 2075.2812579744427 100 TCGA 1 100 100 0.5 0.0005 5 4030 -21 2073.1430502056023 2102.204925997173 100 TCGA 1 100 100 0.5 0.0005 5 4030 -22 2069.4263207629024 2069.572882724168 100 TCGA 1 100 100 0.5 0.0005 5 4030 -23 2059.565065942767 2065.312913444174 100 TCGA 1 100 100 0.5 0.0005 5 4030 -24 2048.256270250128 2058.944036589196 100 TCGA 1 100 100 0.5 0.0005 5 4030 -25 2046.9726163002115 2048.6713701564463 100 TCGA 1 100 100 0.5 0.0005 5 4030 -26 2046.3878917368359 2048.305084995289 100 TCGA 1 100 100 0.5 0.0005 5 4030 -27 2036.8824360972337 2036.243144433103 100 TCGA 1 100 100 0.5 0.0005 5 4030 -28 2037.7509721478575 2027.9474655994818 100 TCGA 1 100 100 0.5 0.0005 5 4030 -29 2033.6555142943942 2030.070871937814 100 TCGA 1 100 100 0.5 0.0005 5 4030 -30 2022.4996132964015 2019.9367688049624 100 TCGA 1 100 100 0.5 0.0005 5 4030 -31 2024.1594856331185 2010.4633942417163 100 TCGA 1 100 100 0.5 0.0005 5 4030 -32 2016.9830442578257 2025.2926240087154 100 TCGA 1 100 100 0.5 0.0005 5 4030 -33 2013.7464981666699 2024.7834362240892 100 TCGA 1 100 100 0.5 0.0005 5 4030 -34 2012.3171030413507 2024.3117025557474 100 TCGA 1 100 100 0.5 0.0005 5 4030 -35 2006.656391064175 2010.4262707580874 100 TCGA 1 100 100 0.5 0.0005 5 4030 -36 2005.0914997041646 2006.9811754082914 100 TCGA 1 100 100 0.5 0.0005 5 4030 -37 1997.807718778777 2001.63037109375 100 TCGA 1 100 100 0.5 0.0005 5 4030 -38 1996.983728827157 2002.0493550516253 100 TCGA 1 100 100 0.5 0.0005 5 4030 -39 1993.3338715154846 1995.1583405307788 100 TCGA 1 100 100 0.5 0.0005 5 4030 -40 1990.61366009172 2008.883413036864 100 TCGA 1 100 100 0.5 0.0005 5 4030 -41 1987.7472229310479 1990.72780835329 100 TCGA 1 100 100 0.5 0.0005 5 4030 -42 1986.602082651153 1974.504886493012 100 TCGA 1 100 100 0.5 0.0005 5 4030 -43 1983.258529293496 1979.845457144119 100 TCGA 1 100 100 0.5 0.0005 5 4030 -44 1978.247853979653 1973.2067969240734 100 TCGA 1 100 100 0.5 0.0005 5 4030 -45 1976.9325454086847 1980.6421106999842 100 TCGA 1 100 100 0.5 0.0005 5 4030 -46 1975.0402268755581 1980.3727880123272 100 TCGA 1 100 100 0.5 0.0005 5 4030 -47 1970.4794146314985 1972.986611524419 100 TCGA 1 100 100 0.5 0.0005 5 4030 -48 1970.8247239404204 1975.3553019001256 100 TCGA 1 100 100 0.5 0.0005 5 4030 -49 1966.6335717776162 1972.3011916270807 100 TCGA 1 100 100 0.5 0.0005 5 4030 -50 1968.3010878496398 1960.2302233825376 100 TCGA 1 100 100 0.5 0.0005 5 4030 -51 1964.5003814714298 1967.3187654581502 100 TCGA 1 100 100 0.5 0.0005 5 4030 -52 1962.0664765981442 1962.4675262297817 100 TCGA 1 100 100 0.5 0.0005 5 4030 -53 1959.9253336815632 1959.446928858158 100 TCGA 1 100 100 0.5 0.0005 5 4030 -54 1957.2167761234557 1955.6067219643137 100 TCGA 1 100 100 0.5 0.0005 5 4030 -55 1954.272145958215 1957.1346901745053 100 TCGA 1 100 100 0.5 0.0005 5 4030 -56 1953.2948522898805 1950.391986175997 100 TCGA 1 100 100 0.5 0.0005 5 4030 -57 1952.460810606282 1950.0769729997644 100 TCGA 1 100 100 0.5 0.0005 5 4030 -58 1948.3987154998422 1945.821385369229 100 TCGA 1 100 100 0.5 0.0005 5 4030 -59 1946.4796682281783 1943.7382346301822 100 TCGA 1 100 100 0.5 0.0005 5 4030 -60 1945.4103214175777 1942.1438626236652 100 TCGA 1 100 100 0.5 0.0005 5 4030 -61 1943.2871063501525 1944.782317348461 100 TCGA 1 100 100 0.5 0.0005 5 4030 -62 1941.091010973275 1942.1001387553 100 TCGA 1 100 100 0.5 0.0005 5 4030 -63 1941.030197857187 1941.5250667399498 100 TCGA 1 100 100 0.5 0.0005 5 4030 -64 1938.4520188595704 1942.3961500618327 100 TCGA 1 100 100 0.5 0.0005 5 4030 -65 1937.0189018909493 1941.9351739164572 100 TCGA 1 100 100 0.5 0.0005 5 4030 -66 1934.6655209534188 1938.7068306620995 100 TCGA 1 100 100 0.5 0.0005 5 4030 -67 1933.1394682955643 1936.072653919009 100 TCGA 1 100 100 0.5 0.0005 5 4030 -68 1930.985353143051 1932.1995254593278 100 TCGA 1 100 100 0.5 0.0005 5 4030 -69 1930.6258148694094 1932.3245303666772 100 TCGA 1 100 100 0.5 0.0005 5 4030 -70 1928.6961708618123 1928.1138327133715 100 TCGA 1 100 100 0.5 0.0005 5 4030 -71 1927.659045258914 1927.6106877159234 100 TCGA 1 100 100 0.5 0.0005 5 4030 -72 1925.8656158736806 1930.4610368738222 100 TCGA 1 100 100 0.5 0.0005 5 4030 -73 1924.29772058115 1929.1805272701397 100 TCGA 1 100 100 0.5 0.0005 5 4030 -74 1924.0473291767748 1928.1214403315405 100 TCGA 1 100 100 0.5 0.0005 5 4030 -75 1922.355800406823 1921.0555818644002 100 TCGA 1 100 100 0.5 0.0005 5 4030 -76 1921.060237046131 1919.9956361396828 100 TCGA 1 100 100 0.5 0.0005 5 4030 -77 1919.7100916463412 1916.8869309928548 100 TCGA 1 100 100 0.5 0.0005 5 4030 -78 1918.5387015212314 1918.928058873469 100 TCGA 1 100 100 0.5 0.0005 5 4030 -79 1918.1174749967736 1918.4694922365734 100 TCGA 1 100 100 0.5 0.0005 5 4030 -80 1916.0524910519014 1919.044971561911 100 TCGA 1 100 100 0.5 0.0005 5 4030 -81 1915.3060703594806 1914.9751559310223 100 TCGA 1 100 100 0.5 0.0005 5 4030 -82 1914.7123665497204 1916.8594228466552 100 TCGA 1 100 100 0.5 0.0005 5 4030 -83 1913.7409324198911 1915.4501020728644 100 TCGA 1 100 100 0.5 0.0005 5 4030 -84 1912.1511157436394 1912.10043074258 100 TCGA 1 100 100 0.5 0.0005 5 4030 -85 1911.0524375993023 1912.4394518981626 100 TCGA 1 100 100 0.5 0.0005 5 4030 -86 1910.2195143190288 1909.2949034724404 100 TCGA 1 100 100 0.5 0.0005 5 4030 -87 1910.1315796293575 1911.059735935537 100 TCGA 1 100 100 0.5 0.0005 5 4030 -88 1908.1390597231355 1908.6118900164886 100 TCGA 1 100 100 0.5 0.0005 5 4030 -89 1908.684449618357 1908.3326360807946 100 TCGA 1 100 100 0.5 0.0005 5 4030 -90 1907.3610572648881 1905.0295348814384 100 TCGA 1 100 100 0.5 0.0005 5 4030 -91 1906.9667701555131 1907.7246517008873 100 TCGA 1 100 100 0.5 0.0005 5 4030 -92 1905.7288087218292 1909.0843395444017 100 TCGA 1 100 100 0.5 0.0005 5 4030 -93 1905.4297007303016 1905.0866233020572 100 TCGA 1 100 100 0.5 0.0005 5 4030 -94 1904.6061857478776 1905.8905311469457 100 TCGA 1 100 100 0.5 0.0005 5 4030 -95 1903.3565516863061 1903.264532501374 100 TCGA 1 100 100 0.5 0.0005 5 4030 -96 1903.0834085094248 1902.3547461428234 100 TCGA 1 100 100 0.5 0.0005 5 4030 -97 1902.647812623719 1903.8600246103565 100 TCGA 1 100 100 0.5 0.0005 5 4030 -98 1901.8001894290353 1903.7599484237594 100 TCGA 1 100 100 0.5 0.0005 5 4030 -99 1901.1222890416802 1900.897651710702 100 TCGA 1 100 100 0.5 0.0005 5 4030 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index d7b5e5f25..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5301.140479807316 5146.447675388662 100 TCGA 1 100 100 0.0 0.0005 5 73 -1 4802.971570411475 4645.813564894786 100 TCGA 1 100 100 0.0 0.0005 5 73 -2 4321.142928625805 4231.084107058731 100 TCGA 1 100 100 0.0 0.0005 5 73 -3 3863.0411181428067 3686.2556802567524 100 TCGA 1 100 100 0.0 0.0005 5 73 -4 3480.185583799941 3601.1175040240264 100 TCGA 1 100 100 0.0 0.0005 5 73 -5 3169.5529130590135 3240.114315473854 100 TCGA 1 100 100 0.0 0.0005 5 73 -6 2903.4645808335194 2859.033944134736 100 TCGA 1 100 100 0.0 0.0005 5 73 -7 2721.9104013989077 2682.120842248351 100 TCGA 1 100 100 0.0 0.0005 5 73 -8 2575.1827700104295 2619.2468875137406 100 TCGA 1 100 100 0.0 0.0005 5 73 -9 2459.5268828558833 2341.872999028345 100 TCGA 1 100 100 0.0 0.0005 5 73 -10 2369.6313633255054 2368.886966571137 100 TCGA 1 100 100 0.0 0.0005 5 73 -11 2301.218531011936 2363.9479367050094 100 TCGA 1 100 100 0.0 0.0005 5 73 -12 2240.633250803138 2292.3001850070664 100 TCGA 1 100 100 0.0 0.0005 5 73 -13 2217.2852062826137 2278.060349354193 100 TCGA 1 100 100 0.0 0.0005 5 73 -14 2185.9262464497556 2192.282940581815 100 TCGA 1 100 100 0.0 0.0005 5 73 -15 2160.1766988688487 2149.5888181140076 100 TCGA 1 100 100 0.0 0.0005 5 73 -16 2138.899839939237 2131.6044823728016 100 TCGA 1 100 100 0.0 0.0005 5 73 -17 2117.048595947511 2129.115715295226 100 TCGA 1 100 100 0.0 0.0005 5 73 -18 2113.072369968616 2073.0292281721104 100 TCGA 1 100 100 0.0 0.0005 5 73 -19 2101.245065192823 2064.96168587076 100 TCGA 1 100 100 0.0 0.0005 5 73 -20 2084.1922784416333 2075.712965462076 100 TCGA 1 100 100 0.0 0.0005 5 73 -21 2078.3451005808142 2078.544666692839 100 TCGA 1 100 100 0.0 0.0005 5 73 -22 2069.630739580136 2045.58339119916 100 TCGA 1 100 100 0.0 0.0005 5 73 -23 2067.3112255853925 2045.8176146847518 100 TCGA 1 100 100 0.0 0.0005 5 73 -24 2059.2113299399084 2047.3728665299152 100 TCGA 1 100 100 0.0 0.0005 5 73 -25 2047.8247231365194 2049.516615671129 100 TCGA 1 100 100 0.0 0.0005 5 73 -26 2043.3918101271024 2037.151953615735 100 TCGA 1 100 100 0.0 0.0005 5 73 -27 2044.3896576891734 2032.630755707247 100 TCGA 1 100 100 0.0 0.0005 5 73 -28 2035.782255271301 2035.2720106882066 100 TCGA 1 100 100 0.0 0.0005 5 73 -29 2032.0184801835967 2026.9559056267667 100 TCGA 1 100 100 0.0 0.0005 5 73 -30 2029.6568021164342 2037.9489463921168 100 TCGA 1 100 100 0.0 0.0005 5 73 -31 2022.393674823 2023.2583682573022 100 TCGA 1 100 100 0.0 0.0005 5 73 -32 2020.7762876830604 2036.8233624175566 100 TCGA 1 100 100 0.0 0.0005 5 73 -33 2016.3198345877095 2011.299391243326 100 TCGA 1 100 100 0.0 0.0005 5 73 -34 2014.820998513628 2014.0404886983747 100 TCGA 1 100 100 0.0 0.0005 5 73 -35 2009.0346927125481 2004.5489888406878 100 TCGA 1 100 100 0.0 0.0005 5 73 -36 2008.2630975490995 2011.765699837076 100 TCGA 1 100 100 0.0 0.0005 5 73 -37 2005.824449564945 2007.164155126217 100 TCGA 1 100 100 0.0 0.0005 5 73 -38 2001.7312798724136 1991.9643364527717 100 TCGA 1 100 100 0.0 0.0005 5 73 -39 1997.7460388531042 1989.143934393648 100 TCGA 1 100 100 0.0 0.0005 5 73 -40 1994.6858462531568 1998.6355274909704 100 TCGA 1 100 100 0.0 0.0005 5 73 -41 1989.9294919340668 1984.383297100738 100 TCGA 1 100 100 0.0 0.0005 5 73 -42 1989.6415631387606 1984.527049922464 100 TCGA 1 100 100 0.0 0.0005 5 73 -43 1985.2742646459303 1980.3105904277245 100 TCGA 1 100 100 0.0 0.0005 5 73 -44 1983.5927011000417 1992.6062109865734 100 TCGA 1 100 100 0.0 0.0005 5 73 -45 1983.0834712818246 1982.3157155405936 100 TCGA 1 100 100 0.0 0.0005 5 73 -46 1979.721459854659 1979.1681086094536 100 TCGA 1 100 100 0.0 0.0005 5 73 -47 1976.4968456971299 1968.922147971302 100 TCGA 1 100 100 0.0 0.0005 5 73 -48 1973.5185680949326 1972.9103476366206 100 TCGA 1 100 100 0.0 0.0005 5 73 -49 1971.7018348888862 1969.5060710044363 100 TCGA 1 100 100 0.0 0.0005 5 73 -50 1970.876893227568 1965.7553600522142 100 TCGA 1 100 100 0.0 0.0005 5 73 -51 1967.425960097519 1961.6299355665044 100 TCGA 1 100 100 0.0 0.0005 5 73 -52 1964.7305136321977 1968.3255216512248 100 TCGA 1 100 100 0.0 0.0005 5 73 -53 1962.9419379827766 1954.8224024173603 100 TCGA 1 100 100 0.0 0.0005 5 73 -54 1960.4620599773316 1957.4469472607177 100 TCGA 1 100 100 0.0 0.0005 5 73 -55 1957.389301806319 1956.8397253601995 100 TCGA 1 100 100 0.0 0.0005 5 73 -56 1954.8500734165932 1952.3915475816582 100 TCGA 1 100 100 0.0 0.0005 5 73 -57 1954.349336035058 1954.4787714205795 100 TCGA 1 100 100 0.0 0.0005 5 73 -58 1952.8635787614714 1954.072606072354 100 TCGA 1 100 100 0.0 0.0005 5 73 -59 1950.042385077048 1948.9193630506045 100 TCGA 1 100 100 0.0 0.0005 5 73 -60 1948.4726305115448 1948.355899983315 100 TCGA 1 100 100 0.0 0.0005 5 73 -61 1946.80562779158 1944.1111520738457 100 TCGA 1 100 100 0.0 0.0005 5 73 -62 1944.3950885304757 1943.4910729183025 100 TCGA 1 100 100 0.0 0.0005 5 73 -63 1943.7089590180572 1940.7062522083072 100 TCGA 1 100 100 0.0 0.0005 5 73 -64 1942.041571215921 1941.2057774222676 100 TCGA 1 100 100 0.0 0.0005 5 73 -65 1939.446265504115 1938.749869955245 100 TCGA 1 100 100 0.0 0.0005 5 73 -66 1938.9142836272576 1938.193906544441 100 TCGA 1 100 100 0.0 0.0005 5 73 -67 1936.538122399176 1935.7261975159 100 TCGA 1 100 100 0.0 0.0005 5 73 -68 1933.8564679852313 1935.8224275675252 100 TCGA 1 100 100 0.0 0.0005 5 73 -69 1933.1316036510073 1937.1244203193703 100 TCGA 1 100 100 0.0 0.0005 5 73 -70 1932.3431818464237 1932.422345492109 100 TCGA 1 100 100 0.0 0.0005 5 73 -71 1929.3150810261286 1931.4604265222597 100 TCGA 1 100 100 0.0 0.0005 5 73 -72 1927.7666792683815 1928.2378825278738 100 TCGA 1 100 100 0.0 0.0005 5 73 -73 1927.124975692216 1925.711903634383 100 TCGA 1 100 100 0.0 0.0005 5 73 -74 1926.209160306675 1921.693603515625 100 TCGA 1 100 100 0.0 0.0005 5 73 -75 1924.444193824166 1923.766178917046 100 TCGA 1 100 100 0.0 0.0005 5 73 -76 1924.5290720279972 1919.0401482510208 100 TCGA 1 100 100 0.0 0.0005 5 73 -77 1920.3627981872933 1923.61801806886 100 TCGA 1 100 100 0.0 0.0005 5 73 -78 1920.3368976847216 1921.1151497232256 100 TCGA 1 100 100 0.0 0.0005 5 73 -79 1919.9317292993603 1917.3490143589038 100 TCGA 1 100 100 0.0 0.0005 5 73 -80 1918.6758353429948 1914.8075509382852 100 TCGA 1 100 100 0.0 0.0005 5 73 -81 1918.27670650182 1916.7525726778424 100 TCGA 1 100 100 0.0 0.0005 5 73 -82 1915.558757132645 1921.8926222911432 100 TCGA 1 100 100 0.0 0.0005 5 73 -83 1915.1450511695205 1916.3154971635522 100 TCGA 1 100 100 0.0 0.0005 5 73 -84 1914.3602309364842 1915.122360459524 100 TCGA 1 100 100 0.0 0.0005 5 73 -85 1912.8519345153748 1914.0285491176587 100 TCGA 1 100 100 0.0 0.0005 5 73 -86 1910.1569902292517 1911.636704641371 100 TCGA 1 100 100 0.0 0.0005 5 73 -87 1910.6677493395478 1909.844835137602 100 TCGA 1 100 100 0.0 0.0005 5 73 -88 1909.4356374160454 1908.1392037089745 100 TCGA 1 100 100 0.0 0.0005 5 73 -89 1908.2027957957562 1908.4117302822708 100 TCGA 1 100 100 0.0 0.0005 5 73 -90 1907.8438711301571 1906.0698806532664 100 TCGA 1 100 100 0.0 0.0005 5 73 -91 1906.5859888815323 1905.130595604978 100 TCGA 1 100 100 0.0 0.0005 5 73 -92 1905.50631882482 1907.762873817329 100 TCGA 1 100 100 0.0 0.0005 5 73 -93 1904.8242590813009 1908.3314564767195 100 TCGA 1 100 100 0.0 0.0005 5 73 -94 1904.5932935205258 1907.428855090884 100 TCGA 1 100 100 0.0 0.0005 5 73 -95 1904.0896879158483 1903.112174642745 100 TCGA 1 100 100 0.0 0.0005 5 73 -96 1902.6909997350124 1904.2381058122644 100 TCGA 1 100 100 0.0 0.0005 5 73 -97 1902.9203042184579 1903.760225075573 100 TCGA 1 100 100 0.0 0.0005 5 73 -98 1902.0426503098533 1902.4244581059595 100 TCGA 1 100 100 0.0 0.0005 5 73 -99 1901.3135170845571 1900.7365649046012 100 TCGA 1 100 100 0.0 0.0005 5 73 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index e07a2ccf1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5308.393904316277 5247.826127708857 100 TCGA 1 100 100 1.0 0.0005 5 6809 -1 4814.243907193971 4761.615214745603 100 TCGA 1 100 100 1.0 0.0005 5 6809 -2 4311.414981072629 4296.685544421325 100 TCGA 1 100 100 1.0 0.0005 5 6809 -3 3880.0262697928583 3723.6785121898556 100 TCGA 1 100 100 1.0 0.0005 5 6809 -4 3506.8721897531027 3350.035796659077 100 TCGA 1 100 100 1.0 0.0005 5 6809 -5 3185.342325433049 3063.7487020061244 100 TCGA 1 100 100 1.0 0.0005 5 6809 -6 2913.2149672509836 2852.210008784155 100 TCGA 1 100 100 1.0 0.0005 5 6809 -7 2740.197804838143 2988.558218337783 100 TCGA 1 100 100 1.0 0.0005 5 6809 -8 2594.7652812301612 2481.7097106626884 100 TCGA 1 100 100 1.0 0.0005 5 6809 -9 2452.2005725464182 2363.9072363771984 100 TCGA 1 100 100 1.0 0.0005 5 6809 -10 2372.769763481991 2398.121424996074 100 TCGA 1 100 100 1.0 0.0005 5 6809 -11 2310.97007564626 2322.8460355979114 100 TCGA 1 100 100 1.0 0.0005 5 6809 -12 2260.403174820057 2203.6540429196766 100 TCGA 1 100 100 1.0 0.0005 5 6809 -13 2217.73965711963 2229.8567851464354 100 TCGA 1 100 100 1.0 0.0005 5 6809 -14 2185.338934360917 2171.513336948414 100 TCGA 1 100 100 1.0 0.0005 5 6809 -15 2156.3701586905886 2179.6601623841866 100 TCGA 1 100 100 1.0 0.0005 5 6809 -16 2143.013670076442 2183.8616888151696 100 TCGA 1 100 100 1.0 0.0005 5 6809 -17 2133.13906962883 2102.8332531799624 100 TCGA 1 100 100 1.0 0.0005 5 6809 -18 2116.788508952895 2104.397701397613 100 TCGA 1 100 100 1.0 0.0005 5 6809 -19 2100.746311293767 2077.6959406407036 100 TCGA 1 100 100 1.0 0.0005 5 6809 -20 2096.3228073724745 2136.231457580873 100 TCGA 1 100 100 1.0 0.0005 5 6809 -21 2077.99222454757 2118.7080691543656 100 TCGA 1 100 100 1.0 0.0005 5 6809 -22 2075.823578599601 2060.7281782447394 100 TCGA 1 100 100 1.0 0.0005 5 6809 -23 2065.808922872491 2109.502918645964 100 TCGA 1 100 100 1.0 0.0005 5 6809 -24 2062.0131581823052 2053.7593975738064 100 TCGA 1 100 100 1.0 0.0005 5 6809 -25 2056.6646909733972 2050.934370338018 100 TCGA 1 100 100 1.0 0.0005 5 6809 -26 2048.451402008673 2065.2143959543814 100 TCGA 1 100 100 1.0 0.0005 5 6809 -27 2040.7679480011807 2036.390578993601 100 TCGA 1 100 100 1.0 0.0005 5 6809 -28 2037.6304736251823 2045.9425177646042 100 TCGA 1 100 100 1.0 0.0005 5 6809 -29 2034.8856557749627 2022.1474959023633 100 TCGA 1 100 100 1.0 0.0005 5 6809 -30 2031.597994419783 2050.7514893804964 100 TCGA 1 100 100 1.0 0.0005 5 6809 -31 2027.127460563618 2043.4355787727702 100 TCGA 1 100 100 1.0 0.0005 5 6809 -32 2019.448227676407 2023.3026331609217 100 TCGA 1 100 100 1.0 0.0005 5 6809 -33 2017.1906871674303 2005.556357225581 100 TCGA 1 100 100 1.0 0.0005 5 6809 -34 2017.3629745686078 2006.1292516047033 100 TCGA 1 100 100 1.0 0.0005 5 6809 -35 2013.6875701982642 2019.9445003336998 100 TCGA 1 100 100 1.0 0.0005 5 6809 -36 2005.9994138335926 1996.9540334730293 100 TCGA 1 100 100 1.0 0.0005 5 6809 -37 2002.4844782263297 2002.441641189345 100 TCGA 1 100 100 1.0 0.0005 5 6809 -38 2000.2385753414862 1997.5856111612752 100 TCGA 1 100 100 1.0 0.0005 5 6809 -39 2002.0769022939353 2015.9569361701083 100 TCGA 1 100 100 1.0 0.0005 5 6809 -40 1995.3488825804316 1999.425606425683 100 TCGA 1 100 100 1.0 0.0005 5 6809 -41 1993.29092509758 1981.662563918224 100 TCGA 1 100 100 1.0 0.0005 5 6809 -42 1985.6767754301932 1991.7204080706265 100 TCGA 1 100 100 1.0 0.0005 5 6809 -43 1987.6941633031815 1986.439305291104 100 TCGA 1 100 100 1.0 0.0005 5 6809 -44 1984.6259502381508 1983.5208513269472 100 TCGA 1 100 100 1.0 0.0005 5 6809 -45 1978.453416325522 1973.4457572285255 100 TCGA 1 100 100 1.0 0.0005 5 6809 -46 1977.6058707140908 1972.6490196343043 100 TCGA 1 100 100 1.0 0.0005 5 6809 -47 1976.231475233965 1968.9912170716866 100 TCGA 1 100 100 1.0 0.0005 5 6809 -48 1973.288509920301 1968.5087344682397 100 TCGA 1 100 100 1.0 0.0005 5 6809 -49 1972.6305537291412 1971.0422565709407 100 TCGA 1 100 100 1.0 0.0005 5 6809 -50 1967.7846605156346 1963.1321868129712 100 TCGA 1 100 100 1.0 0.0005 5 6809 -51 1964.5451492835853 1970.0238938834798 100 TCGA 1 100 100 1.0 0.0005 5 6809 -52 1963.4092242290617 1954.8058125098146 100 TCGA 1 100 100 1.0 0.0005 5 6809 -53 1960.57037760235 1959.319225522142 100 TCGA 1 100 100 1.0 0.0005 5 6809 -54 1958.316602647085 1958.895734163984 100 TCGA 1 100 100 1.0 0.0005 5 6809 -55 1956.8731779244772 1951.0990579116285 100 TCGA 1 100 100 1.0 0.0005 5 6809 -56 1955.4979377897314 1959.3343965923366 100 TCGA 1 100 100 1.0 0.0005 5 6809 -57 1951.585954150287 1949.9132914327497 100 TCGA 1 100 100 1.0 0.0005 5 6809 -58 1950.3967465693324 1944.258981675958 100 TCGA 1 100 100 1.0 0.0005 5 6809 -59 1948.7441051852318 1942.50611946451 100 TCGA 1 100 100 1.0 0.0005 5 6809 -60 1946.6121650812468 1942.5213537168263 100 TCGA 1 100 100 1.0 0.0005 5 6809 -61 1941.6692447996602 1940.292360852112 100 TCGA 1 100 100 1.0 0.0005 5 6809 -62 1943.2911277078654 1940.335757768334 100 TCGA 1 100 100 1.0 0.0005 5 6809 -63 1939.2334314246891 1939.09803043538 100 TCGA 1 100 100 1.0 0.0005 5 6809 -64 1939.415654360097 1937.605990769276 100 TCGA 1 100 100 1.0 0.0005 5 6809 -65 1936.7578984765232 1935.7481284596813 100 TCGA 1 100 100 1.0 0.0005 5 6809 -66 1934.747630549696 1941.545335319174 100 TCGA 1 100 100 1.0 0.0005 5 6809 -67 1933.5853741425783 1936.3771899046012 100 TCGA 1 100 100 1.0 0.0005 5 6809 -68 1930.3931606942913 1929.5404549603486 100 TCGA 1 100 100 1.0 0.0005 5 6809 -69 1931.3521030075597 1927.2602919382066 100 TCGA 1 100 100 1.0 0.0005 5 6809 -70 1928.7790369697416 1924.403698178392 100 TCGA 1 100 100 1.0 0.0005 5 6809 -71 1926.7295473024028 1928.9209407633873 100 TCGA 1 100 100 1.0 0.0005 5 6809 -72 1925.7879043512678 1922.5752621751335 100 TCGA 1 100 100 1.0 0.0005 5 6809 -73 1924.4735791010175 1922.733510693114 100 TCGA 1 100 100 1.0 0.0005 5 6809 -74 1922.730092483488 1923.010777765782 100 TCGA 1 100 100 1.0 0.0005 5 6809 -75 1922.1314832838748 1921.2336149742855 100 TCGA 1 100 100 1.0 0.0005 5 6809 -76 1920.8328992041218 1917.8754637445038 100 TCGA 1 100 100 1.0 0.0005 5 6809 -77 1919.9954084585202 1917.673489517902 100 TCGA 1 100 100 1.0 0.0005 5 6809 -78 1918.6222728682837 1918.575594648045 100 TCGA 1 100 100 1.0 0.0005 5 6809 -79 1916.925883522549 1916.0116549544598 100 TCGA 1 100 100 1.0 0.0005 5 6809 -80 1916.7309966949044 1912.589440733943 100 TCGA 1 100 100 1.0 0.0005 5 6809 -81 1915.3718242915643 1913.2261840206893 100 TCGA 1 100 100 1.0 0.0005 5 6809 -82 1914.2947264316958 1913.4877807003768 100 TCGA 1 100 100 1.0 0.0005 5 6809 -83 1912.4232156614944 1910.0137829037767 100 TCGA 1 100 100 1.0 0.0005 5 6809 -84 1912.3644759421609 1911.001953125 100 TCGA 1 100 100 1.0 0.0005 5 6809 -85 1912.3689629356434 1912.3950790328597 100 TCGA 1 100 100 1.0 0.0005 5 6809 -86 1910.8986031308425 1908.521853039612 100 TCGA 1 100 100 1.0 0.0005 5 6809 -87 1909.282605499598 1906.794258769433 100 TCGA 1 100 100 1.0 0.0005 5 6809 -88 1909.0274114139327 1906.9185361622565 100 TCGA 1 100 100 1.0 0.0005 5 6809 -89 1908.3660663170851 1906.5039050231626 100 TCGA 1 100 100 1.0 0.0005 5 6809 -90 1906.899887369392 1907.99741260011 100 TCGA 1 100 100 1.0 0.0005 5 6809 -91 1906.5279758886402 1905.1066888397063 100 TCGA 1 100 100 1.0 0.0005 5 6809 -92 1905.8978201313362 1903.328843313246 100 TCGA 1 100 100 1.0 0.0005 5 6809 -93 1905.3505239281249 1902.3435561597048 100 TCGA 1 100 100 1.0 0.0005 5 6809 -94 1904.3269542341109 1901.455382994072 100 TCGA 1 100 100 1.0 0.0005 5 6809 -95 1903.6091730709866 1902.429366682043 100 TCGA 1 100 100 1.0 0.0005 5 6809 -96 1903.1023520124666 1902.229954091748 100 TCGA 1 100 100 1.0 0.0005 5 6809 -97 1902.4044056196326 1900.619819679452 100 TCGA 1 100 100 1.0 0.0005 5 6809 -98 1902.0603282003215 1899.418063216473 100 TCGA 1 100 100 1.0 0.0005 5 6809 -99 1900.766901785434 1898.1573731695587 100 TCGA 1 100 100 1.0 0.0005 5 6809 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 7f91e193b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs kappa seed depth first_layer dataset -0 5305.327731660813 5163.652851660647 5 0.0005 100 50 0.5 9521 1 100 TCGA -1 4790.067679084056 4637.861151460427 5 0.0005 100 50 0.5 9521 1 100 TCGA -2 4321.382922757057 4312.95097558103 5 0.0005 100 50 0.5 9521 1 100 TCGA -3 3887.8248979509085 3724.402687264447 5 0.0005 100 50 0.5 9521 1 100 TCGA -4 3488.7015116389593 3737.389803019001 5 0.0005 100 50 0.5 9521 1 100 TCGA -5 3184.2960162703007 3076.276427302528 5 0.0005 100 50 0.5 9521 1 100 TCGA -6 2935.1794344755886 2893.515672846655 5 0.0005 100 50 0.5 9521 1 100 TCGA -7 2723.5781526051405 2555.3371569762876 5 0.0005 100 50 0.5 9521 1 100 TCGA -8 2571.845198029958 2605.0456874214824 5 0.0005 100 50 0.5 9521 1 100 TCGA -9 2465.0797535670313 2390.315083719378 5 0.0005 100 50 0.5 9521 1 100 TCGA -10 2383.536001953779 2508.235512278188 5 0.0005 100 50 0.5 9521 1 100 TCGA -11 2318.2040273583566 2366.689253150518 5 0.0005 100 50 0.5 9521 1 100 TCGA -12 2272.9952377453887 2225.5049441543656 5 0.0005 100 50 0.5 9521 1 100 TCGA -13 2233.5011412668127 2203.92037825848 5 0.0005 100 50 0.5 9521 1 100 TCGA -14 2193.1121155936507 2211.3845754652166 5 0.0005 100 50 0.5 9521 1 100 TCGA -15 2164.917718750436 2113.693355694488 5 0.0005 100 50 0.5 9521 1 100 TCGA -16 2142.2683045244307 2129.7720450396514 5 0.0005 100 50 0.5 9521 1 100 TCGA -17 2124.6308167001234 2106.968907035176 5 0.0005 100 50 0.5 9521 1 100 TCGA -18 2107.1255284490458 2123.046598961605 5 0.0005 100 50 0.5 9521 1 100 TCGA -19 2099.5199932341516 2107.2922142450534 5 0.0005 100 50 0.5 9521 1 100 TCGA -20 2084.3901577291776 2098.7747588037846 5 0.0005 100 50 0.5 9521 1 100 TCGA -21 2072.895598653305 2080.582945243797 5 0.0005 100 50 0.5 9521 1 100 TCGA -22 2067.2885317891314 2070.8701306827106 5 0.0005 100 50 0.5 9521 1 100 TCGA -23 2054.4717060391 2061.994734414259 5 0.0005 100 50 0.5 9521 1 100 TCGA -24 2056.4569022579644 2065.2406594741283 5 0.0005 100 50 0.5 9521 1 100 TCGA -25 2045.1637348899326 2061.245735513505 5 0.0005 100 50 0.5 9521 1 100 TCGA -26 2040.4639946943628 2043.787624033252 5 0.0005 100 50 0.5 9521 1 100 TCGA -27 2032.0323048542755 2017.1338645129947 5 0.0005 100 50 0.5 9521 1 100 TCGA -28 2032.0750928764458 2045.9756067937342 5 0.0005 100 50 0.5 9521 1 100 TCGA -29 2030.0207507540863 2029.20263671875 5 0.0005 100 50 0.5 9521 1 100 TCGA -30 2022.1569208348885 2016.8454203389997 5 0.0005 100 50 0.5 9521 1 100 TCGA -31 2017.574302178566 2009.7227752532192 5 0.0005 100 50 0.5 9521 1 100 TCGA -32 2016.8753224051495 2017.7606391331658 5 0.0005 100 50 0.5 9521 1 100 TCGA -33 2012.5002873332683 2015.7894090815405 5 0.0005 100 50 0.5 9521 1 100 TCGA -34 2009.8922025806364 2022.4549382655464 5 0.0005 100 50 0.5 9521 1 100 TCGA -35 2005.3248558619257 2013.5052956432553 5 0.0005 100 50 0.5 9521 1 100 TCGA -36 2003.0557051159492 1990.6631135413395 5 0.0005 100 50 0.5 9521 1 100 TCGA -37 2001.6830803298142 1994.818928014094 5 0.0005 100 50 0.5 9521 1 100 TCGA -38 1997.0941918185013 2004.4118603270258 5 0.0005 100 50 0.5 9521 1 100 TCGA -39 1993.2410936497167 1996.7587964235238 5 0.0005 100 50 0.5 9521 1 100 TCGA -40 1992.2493557074677 1996.5851474167714 5 0.0005 100 50 0.5 9521 1 100 TCGA -41 1992.0962263282515 1983.8654938510913 5 0.0005 100 50 0.5 9521 1 100 TCGA -42 1983.322355130512 1980.7855365695666 5 0.0005 100 50 0.5 9521 1 100 TCGA -43 1985.503717851048 1984.7985097607177 5 0.0005 100 50 0.5 9521 1 100 TCGA -44 1979.3687513461934 1991.8104315522928 5 0.0005 100 50 0.5 9521 1 100 TCGA -45 1978.1009787452954 1974.2439786824748 5 0.0005 100 50 0.5 9521 1 100 TCGA -46 1973.1720773241511 1974.666216826319 5 0.0005 100 50 0.5 9521 1 100 TCGA -47 1974.304474548006 1963.2084286176978 5 0.0005 100 50 0.5 9521 1 100 TCGA -48 1969.3841447682237 1964.4154574140232 5 0.0005 100 50 0.5 9521 1 100 TCGA -49 1969.3135824730412 1968.0903148555276 5 0.0005 100 50 0.5 9521 1 100 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index 3e41cf048..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs kappa seed depth first_layer dataset -0 5302.395063841179 4995.415026794127 5 0.0005 100 50 0.0 8639 1 100 TCGA -1 4797.567126327227 4413.394190189228 5 0.0005 100 50 0.0 8639 1 100 TCGA -2 4318.778642799402 4191.285217591865 5 0.0005 100 50 0.0 8639 1 100 TCGA -3 3889.061706072891 3885.8892018687184 5 0.0005 100 50 0.0 8639 1 100 TCGA -4 3496.762580232038 3432.5881090020416 5 0.0005 100 50 0.0 8639 1 100 TCGA -5 3177.188391267249 3007.092589411903 5 0.0005 100 50 0.0 8639 1 100 TCGA -6 2919.1345871317426 2958.842782025361 5 0.0005 100 50 0.0 8639 1 100 TCGA -7 2723.2571549635404 2707.026281308888 5 0.0005 100 50 0.0 8639 1 100 TCGA -8 2586.696292223602 2603.1853162295856 5 0.0005 100 50 0.0 8639 1 100 TCGA -9 2478.6526283854314 2637.350744199513 5 0.0005 100 50 0.0 8639 1 100 TCGA -10 2379.029183620347 2341.607954322393 5 0.0005 100 50 0.0 8639 1 100 TCGA -11 2308.4165053505467 2197.726391969614 5 0.0005 100 50 0.0 8639 1 100 TCGA -12 2260.1628190968927 2218.843061744268 5 0.0005 100 50 0.0 8639 1 100 TCGA -13 2226.1903581811935 2190.30688231195 5 0.0005 100 50 0.0 8639 1 100 TCGA -14 2195.9518879463476 2169.6058085839354 5 0.0005 100 50 0.0 8639 1 100 TCGA -15 2166.7790450496273 2252.933927449749 5 0.0005 100 50 0.0 8639 1 100 TCGA -16 2150.063634154333 2178.4973954243874 5 0.0005 100 50 0.0 8639 1 100 TCGA -17 2127.927562067692 2103.3434997251884 5 0.0005 100 50 0.0 8639 1 100 TCGA -18 2121.759405504634 2127.293569900283 5 0.0005 100 50 0.0 8639 1 100 TCGA -19 2103.1518459309423 2134.286628454774 5 0.0005 100 50 0.0 8639 1 100 TCGA -20 2093.0972917149916 2084.1356329989794 5 0.0005 100 50 0.0 8639 1 100 TCGA -21 2089.15994977009 2068.8965831354035 5 0.0005 100 50 0.0 8639 1 100 TCGA -22 2087.5440092158115 2066.8502485572394 5 0.0005 100 50 0.0 8639 1 100 TCGA -23 2066.3238876518203 2068.12062387131 5 0.0005 100 50 0.0 8639 1 100 TCGA -24 2065.109917033609 2058.1915387484296 5 0.0005 100 50 0.0 8639 1 100 TCGA -25 2055.357632646924 2067.7206859492776 5 0.0005 100 50 0.0 8639 1 100 TCGA -26 2051.451375221059 2050.351541643766 5 0.0005 100 50 0.0 8639 1 100 TCGA -27 2041.0349390877452 2061.5020782624056 5 0.0005 100 50 0.0 8639 1 100 TCGA -28 2041.7555579530274 2036.529405450102 5 0.0005 100 50 0.0 8639 1 100 TCGA -29 2034.6336703167947 2033.3507270237908 5 0.0005 100 50 0.0 8639 1 100 TCGA -30 2028.0646406382984 2043.9717220133873 5 0.0005 100 50 0.0 8639 1 100 TCGA -31 2020.5047247301509 2014.277463366638 5 0.0005 100 50 0.0 8639 1 100 TCGA -32 2017.7703193862972 2018.8492499116678 5 0.0005 100 50 0.0 8639 1 100 TCGA -33 2016.669878600604 2015.994395193742 5 0.0005 100 50 0.0 8639 1 100 TCGA -34 2013.6412432270665 2002.9352499803706 5 0.0005 100 50 0.0 8639 1 100 TCGA -35 2010.0325142364043 2007.3612091217808 5 0.0005 100 50 0.0 8639 1 100 TCGA -36 2002.9329526730714 2014.5149398113615 5 0.0005 100 50 0.0 8639 1 100 TCGA -37 2000.9684829413857 1995.0012176360317 5 0.0005 100 50 0.0 8639 1 100 TCGA -38 1997.3022131338118 2019.2748980498195 5 0.0005 100 50 0.0 8639 1 100 TCGA -39 1997.4798196204367 1981.7928522004554 5 0.0005 100 50 0.0 8639 1 100 TCGA -40 1995.906115884799 1984.5006943899184 5 0.0005 100 50 0.0 8639 1 100 TCGA -41 1987.8587230635962 1980.9915569056218 5 0.0005 100 50 0.0 8639 1 100 TCGA -42 1984.6724080544443 1983.0093767175722 5 0.0005 100 50 0.0 8639 1 100 TCGA -43 1983.7750241688045 1987.510920692329 5 0.0005 100 50 0.0 8639 1 100 TCGA -44 1979.8755586975215 1981.239008151107 5 0.0005 100 50 0.0 8639 1 100 TCGA -45 1977.9027303309695 1969.7589841296326 5 0.0005 100 50 0.0 8639 1 100 TCGA -46 1974.9271378396331 1991.885988168381 5 0.0005 100 50 0.0 8639 1 100 TCGA -47 1975.573695410494 1979.5606026960977 5 0.0005 100 50 0.0 8639 1 100 TCGA -48 1971.8663901256548 1973.6115949621153 5 0.0005 100 50 0.0 8639 1 100 TCGA -49 1969.882695961616 1966.184556203871 5 0.0005 100 50 0.0 8639 1 100 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index 2047cd8c0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5303.545169639992 5269.26835839353 100 TCGA 1 50 100 1.0 0.0005 5 2498 -1 4805.694045007116 4734.745075475032 100 TCGA 1 50 100 1.0 0.0005 5 2498 -2 4331.078374836059 4171.880616461212 100 TCGA 1 50 100 1.0 0.0005 5 2498 -3 3880.234685769024 3915.559672139997 100 TCGA 1 50 100 1.0 0.0005 5 2498 -4 3527.422227708127 3422.742258656564 100 TCGA 1 50 100 1.0 0.0005 5 2498 -5 3206.3149286528387 2924.1741802273086 100 TCGA 1 50 100 1.0 0.0005 5 2498 -6 2971.548691434591 2689.7709261640234 100 TCGA 1 50 100 1.0 0.0005 5 2498 -7 2773.076221934865 2706.602407790908 100 TCGA 1 50 100 1.0 0.0005 5 2498 -8 2598.347440504791 2714.1468058063756 100 TCGA 1 50 100 1.0 0.0005 5 2498 -9 2479.130533672494 2570.9861612751256 100 TCGA 1 50 100 1.0 0.0005 5 2498 -10 2393.347512746871 2410.6877146965294 100 TCGA 1 50 100 1.0 0.0005 5 2498 -11 2302.4961737313297 2296.773439953675 100 TCGA 1 50 100 1.0 0.0005 5 2498 -12 2261.4184770061443 2356.0084762189854 100 TCGA 1 50 100 1.0 0.0005 5 2498 -13 2219.345498416397 2222.298336163238 100 TCGA 1 50 100 1.0 0.0005 5 2498 -14 2196.606636477416 2137.808257596577 100 TCGA 1 50 100 1.0 0.0005 5 2498 -15 2165.0784483044285 2119.320029100581 100 TCGA 1 50 100 1.0 0.0005 5 2498 -16 2146.5463917329116 2152.66111440994 100 TCGA 1 50 100 1.0 0.0005 5 2498 -17 2137.2553367303917 2157.0426841237436 100 TCGA 1 50 100 1.0 0.0005 5 2498 -18 2111.8620350400524 2123.396933397456 100 TCGA 1 50 100 1.0 0.0005 5 2498 -19 2099.781314148569 2088.630867962861 100 TCGA 1 50 100 1.0 0.0005 5 2498 -20 2086.243769086516 2112.4552965020416 100 TCGA 1 50 100 1.0 0.0005 5 2498 -21 2084.4600292827045 2077.7478481273556 100 TCGA 1 50 100 1.0 0.0005 5 2498 -22 2072.249714628795 2049.976938525636 100 TCGA 1 50 100 1.0 0.0005 5 2498 -23 2068.4415313315344 2069.276190522927 100 TCGA 1 50 100 1.0 0.0005 5 2498 -24 2060.320264783711 2043.5053588253768 100 TCGA 1 50 100 1.0 0.0005 5 2498 -25 2043.8802168537748 2087.4430354899496 100 TCGA 1 50 100 1.0 0.0005 5 2498 -26 2047.1066288880463 2040.8329575121702 100 TCGA 1 50 100 1.0 0.0005 5 2498 -27 2037.7427896081715 2036.0699800270886 100 TCGA 1 50 100 1.0 0.0005 5 2498 -28 2035.303391897834 2029.7470371878926 100 TCGA 1 50 100 1.0 0.0005 5 2498 -29 2033.581166824867 2043.3251094338882 100 TCGA 1 50 100 1.0 0.0005 5 2498 -30 2023.6875323604188 2018.411029144747 100 TCGA 1 50 100 1.0 0.0005 5 2498 -31 2024.6044875821015 2009.528229526539 100 TCGA 1 50 100 1.0 0.0005 5 2498 -32 2021.7376798776022 2007.86395662394 100 TCGA 1 50 100 1.0 0.0005 5 2498 -33 2013.5270992823644 2007.646081358943 100 TCGA 1 50 100 1.0 0.0005 5 2498 -34 2009.3488242090486 2004.1810621712077 100 TCGA 1 50 100 1.0 0.0005 5 2498 -35 2004.8896850899323 2001.310789175369 100 TCGA 1 50 100 1.0 0.0005 5 2498 -36 2004.9067036181318 2003.4785401617462 100 TCGA 1 50 100 1.0 0.0005 5 2498 -37 1996.4299461653436 1996.4273914739715 100 TCGA 1 50 100 1.0 0.0005 5 2498 -38 1997.3757084411016 1985.6920012660962 100 TCGA 1 50 100 1.0 0.0005 5 2498 -39 1994.377909412846 1984.8817850237515 100 TCGA 1 50 100 1.0 0.0005 5 2498 -40 1991.8322789196138 1979.931286069017 100 TCGA 1 50 100 1.0 0.0005 5 2498 -41 1988.6566527134898 1979.880182160804 100 TCGA 1 50 100 1.0 0.0005 5 2498 -42 1986.2614580272152 1991.022256055669 100 TCGA 1 50 100 1.0 0.0005 5 2498 -43 1982.5223226801654 1968.1323720654052 100 TCGA 1 50 100 1.0 0.0005 5 2498 -44 1981.2192185379881 1977.489999435655 100 TCGA 1 50 100 1.0 0.0005 5 2498 -45 1977.1316312288968 1979.369201353447 100 TCGA 1 50 100 1.0 0.0005 5 2498 -46 1975.1341170132034 1976.9260008538788 100 TCGA 1 50 100 1.0 0.0005 5 2498 -47 1973.6104165285956 1977.4708497320587 100 TCGA 1 50 100 1.0 0.0005 5 2498 -48 1970.82987800817 1976.883751643962 100 TCGA 1 50 100 1.0 0.0005 5 2498 -49 1967.6700444630792 1969.100926384854 100 TCGA 1 50 100 1.0 0.0005 5 2498 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 1119f5543..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5388.985463945125 5334.381244601916 150 TCGA 1 100 100 0.5 0.0005 5 2055 -1 5054.325788291627 5071.908127061087 150 TCGA 1 100 100 0.5 0.0005 5 2055 -2 4703.156085513694 4758.145316425879 150 TCGA 1 100 100 0.5 0.0005 5 2055 -3 4390.4030319982 4531.88929265468 150 TCGA 1 100 100 0.5 0.0005 5 2055 -4 4065.7267338807783 4022.778023417871 150 TCGA 1 100 100 0.5 0.0005 5 2055 -5 3792.05662885262 3817.472608403345 150 TCGA 1 100 100 0.5 0.0005 5 2055 -6 3506.51291356479 3778.6066440601444 150 TCGA 1 100 100 0.5 0.0005 5 2055 -7 3298.4774993034675 3328.467356312814 150 TCGA 1 100 100 0.5 0.0005 5 2055 -8 3071.436027253495 3132.179978260443 150 TCGA 1 100 100 0.5 0.0005 5 2055 -9 2904.2482082547053 2879.35727588136 150 TCGA 1 100 100 0.5 0.0005 5 2055 -10 2754.463670599659 2749.5144263799466 150 TCGA 1 100 100 0.5 0.0005 5 2055 -11 2654.635533037004 2942.6396067250316 150 TCGA 1 100 100 0.5 0.0005 5 2055 -12 2550.9069264213185 2724.438063118326 150 TCGA 1 100 100 0.5 0.0005 5 2055 -13 2463.62039961561 2507.1258011247646 150 TCGA 1 100 100 0.5 0.0005 5 2055 -14 2403.1253870714854 2426.369673072393 150 TCGA 1 100 100 0.5 0.0005 5 2055 -15 2363.7400898363376 2364.099541898948 150 TCGA 1 100 100 0.5 0.0005 5 2055 -16 2311.440469092271 2405.590030229271 150 TCGA 1 100 100 0.5 0.0005 5 2055 -17 2274.056173027167 2297.588192426979 150 TCGA 1 100 100 0.5 0.0005 5 2055 -18 2249.9307073641467 2222.820245023948 150 TCGA 1 100 100 0.5 0.0005 5 2055 -19 2211.923581749803 2136.7456692642904 150 TCGA 1 100 100 0.5 0.0005 5 2055 -20 2191.190008961179 2151.058628101445 150 TCGA 1 100 100 0.5 0.0005 5 2055 -21 2182.3506589426047 2167.986604163395 150 TCGA 1 100 100 0.5 0.0005 5 2055 -22 2158.618849367605 2154.766302214196 150 TCGA 1 100 100 0.5 0.0005 5 2055 -23 2152.940266863498 2170.996275321922 150 TCGA 1 100 100 0.5 0.0005 5 2055 -24 2133.4273901418965 2133.1302938029994 150 TCGA 1 100 100 0.5 0.0005 5 2055 -25 2119.8648328605486 2198.305375755732 150 TCGA 1 100 100 0.5 0.0005 5 2055 -26 2113.069654854537 2147.004263259658 150 TCGA 1 100 100 0.5 0.0005 5 2055 -27 2105.3058117895152 2157.2678995563756 150 TCGA 1 100 100 0.5 0.0005 5 2055 -28 2099.0704466288266 2119.677686528345 150 TCGA 1 100 100 0.5 0.0005 5 2055 -29 2087.578341480983 2092.646219378141 150 TCGA 1 100 100 0.5 0.0005 5 2055 -30 2090.1472727701803 2050.446053509736 150 TCGA 1 100 100 0.5 0.0005 5 2055 -31 2078.9501145408944 2061.5583643314226 150 TCGA 1 100 100 0.5 0.0005 5 2055 -32 2069.296796190458 2087.126972754397 150 TCGA 1 100 100 0.5 0.0005 5 2055 -33 2068.4506337518924 2059.325418596891 150 TCGA 1 100 100 0.5 0.0005 5 2055 -34 2064.236280013573 2065.218662894551 150 TCGA 1 100 100 0.5 0.0005 5 2055 -35 2058.3495987471574 2063.5298231882066 150 TCGA 1 100 100 0.5 0.0005 5 2055 -36 2051.7651183244066 2075.6557874823334 150 TCGA 1 100 100 0.5 0.0005 5 2055 -37 2054.178260848357 2068.0212623174466 150 TCGA 1 100 100 0.5 0.0005 5 2055 -38 2045.953502601805 2049.6028126472206 150 TCGA 1 100 100 0.5 0.0005 5 2055 -39 2043.2081863330084 2056.25909945234 150 TCGA 1 100 100 0.5 0.0005 5 2055 -40 2039.88665272112 2028.4829273319724 150 TCGA 1 100 100 0.5 0.0005 5 2055 -41 2035.1565641481332 2043.3054469122958 150 TCGA 1 100 100 0.5 0.0005 5 2055 -42 2035.0271640168276 2034.1113575690954 150 TCGA 1 100 100 0.5 0.0005 5 2055 -43 2031.1599118368663 2040.551035818742 150 TCGA 1 100 100 0.5 0.0005 5 2055 -44 2029.5694165864763 2025.6142099658448 150 TCGA 1 100 100 0.5 0.0005 5 2055 -45 2026.420047310796 2012.5194005918263 150 TCGA 1 100 100 0.5 0.0005 5 2055 -46 2024.1945264483952 2038.777947967376 150 TCGA 1 100 100 0.5 0.0005 5 2055 -47 2020.1429274812688 2016.2606287050487 150 TCGA 1 100 100 0.5 0.0005 5 2055 -48 2014.6763545948688 2019.1472315189228 150 TCGA 1 100 100 0.5 0.0005 5 2055 -49 2016.2953834367631 2019.5051386080795 150 TCGA 1 100 100 0.5 0.0005 5 2055 -50 2011.0726339478806 2025.4115511640232 150 TCGA 1 100 100 0.5 0.0005 5 2055 -51 2010.0776106260334 2015.3228765899812 150 TCGA 1 100 100 0.5 0.0005 5 2055 -52 2007.529887088163 2006.201923926272 150 TCGA 1 100 100 0.5 0.0005 5 2055 -53 2004.403192274245 2009.5282565169598 150 TCGA 1 100 100 0.5 0.0005 5 2055 -54 2003.0468769893141 2003.3194653688363 150 TCGA 1 100 100 0.5 0.0005 5 2055 -55 2000.4463284536455 1996.6489981646514 150 TCGA 1 100 100 0.5 0.0005 5 2055 -56 2000.4676957316185 1992.4987535332914 150 TCGA 1 100 100 0.5 0.0005 5 2055 -57 1994.661855315055 1995.1547606195038 150 TCGA 1 100 100 0.5 0.0005 5 2055 -58 1994.5661194890001 1993.3356547139997 150 TCGA 1 100 100 0.5 0.0005 5 2055 -59 1991.0754220398132 2000.672942348461 150 TCGA 1 100 100 0.5 0.0005 5 2055 -60 1989.391713509111 1984.7075317996232 150 TCGA 1 100 100 0.5 0.0005 5 2055 -61 1989.6433901739435 1977.0145637857256 150 TCGA 1 100 100 0.5 0.0005 5 2055 -62 1988.0232700978502 1990.465838101641 150 TCGA 1 100 100 0.5 0.0005 5 2055 -63 1983.0948256875724 1990.0006207796796 150 TCGA 1 100 100 0.5 0.0005 5 2055 -64 1982.6376769862839 1978.9946546698336 150 TCGA 1 100 100 0.5 0.0005 5 2055 -65 1978.97832217101 1994.768308706619 150 TCGA 1 100 100 0.5 0.0005 5 2055 -66 1976.1508618744506 1972.455696451005 150 TCGA 1 100 100 0.5 0.0005 5 2055 -67 1976.3480587046065 1972.525242791104 150 TCGA 1 100 100 0.5 0.0005 5 2055 -68 1974.8303880083706 1976.2137383695822 150 TCGA 1 100 100 0.5 0.0005 5 2055 -69 1974.6572299279835 1967.96540502807 150 TCGA 1 100 100 0.5 0.0005 5 2055 -70 1973.3150952783383 1972.7119839922268 150 TCGA 1 100 100 0.5 0.0005 5 2055 -71 1969.5522537921233 1969.8572415299152 150 TCGA 1 100 100 0.5 0.0005 5 2055 -72 1969.216331756997 1974.7410882537688 150 TCGA 1 100 100 0.5 0.0005 5 2055 -73 1967.5582890442963 1969.0750290760443 150 TCGA 1 100 100 0.5 0.0005 5 2055 -74 1965.1014289979437 1963.9207297473697 150 TCGA 1 100 100 0.5 0.0005 5 2055 -75 1963.640949653347 1958.339081270611 150 TCGA 1 100 100 0.5 0.0005 5 2055 -76 1964.0836510967497 1969.6344619827653 150 TCGA 1 100 100 0.5 0.0005 5 2055 -77 1959.8713405475858 1961.2010197471734 150 TCGA 1 100 100 0.5 0.0005 5 2055 -78 1960.2420166914903 1963.735376712665 150 TCGA 1 100 100 0.5 0.0005 5 2055 -79 1957.2476876402875 1962.6601924417007 150 TCGA 1 100 100 0.5 0.0005 5 2055 -80 1958.2440473588665 1959.2473849962705 150 TCGA 1 100 100 0.5 0.0005 5 2055 -81 1956.5213460086618 1957.1654341041144 150 TCGA 1 100 100 0.5 0.0005 5 2055 -82 1953.3571815631235 1956.969421693428 150 TCGA 1 100 100 0.5 0.0005 5 2055 -83 1953.876404605682 1964.225630717062 150 TCGA 1 100 100 0.5 0.0005 5 2055 -84 1951.8246424194158 1955.7953463607098 150 TCGA 1 100 100 0.5 0.0005 5 2055 -85 1949.6926201540307 1948.9316400115813 150 TCGA 1 100 100 0.5 0.0005 5 2055 -86 1947.7977070919649 1955.0271235327025 150 TCGA 1 100 100 0.5 0.0005 5 2055 -87 1948.8283283188082 1950.297641159901 150 TCGA 1 100 100 0.5 0.0005 5 2055 -88 1947.057587797427 1945.560643181729 150 TCGA 1 100 100 0.5 0.0005 5 2055 -89 1945.598682572605 1947.5461468720555 150 TCGA 1 100 100 0.5 0.0005 5 2055 -90 1945.4589904246952 1945.318612716905 150 TCGA 1 100 100 0.5 0.0005 5 2055 -91 1943.379709169899 1945.014602431101 150 TCGA 1 100 100 0.5 0.0005 5 2055 -92 1942.6751911458407 1946.6860461977858 150 TCGA 1 100 100 0.5 0.0005 5 2055 -93 1940.9265947159893 1944.3409086447864 150 TCGA 1 100 100 0.5 0.0005 5 2055 -94 1938.4216302871066 1937.7761537178078 150 TCGA 1 100 100 0.5 0.0005 5 2055 -95 1937.1024975730368 1942.8601497477623 150 TCGA 1 100 100 0.5 0.0005 5 2055 -96 1939.1721162929082 1944.8738173288316 150 TCGA 1 100 100 0.5 0.0005 5 2055 -97 1936.7398121362553 1938.966816504397 150 TCGA 1 100 100 0.5 0.0005 5 2055 -98 1934.648971848861 1938.045146386228 150 TCGA 1 100 100 0.5 0.0005 5 2055 -99 1936.0285900417005 1932.8334298445352 150 TCGA 1 100 100 0.5 0.0005 5 2055 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index b57938f58..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5389.430202868623 5398.043562539258 150 TCGA 1 100 100 0.0 0.0005 5 1067 -1 5046.347830274113 5179.736399281564 150 TCGA 1 100 100 0.0 0.0005 5 1067 -2 4724.96517948083 4704.873000255182 150 TCGA 1 100 100 0.0 0.0005 5 1067 -3 4398.512604458069 4422.186175015703 150 TCGA 1 100 100 0.0 0.0005 5 1067 -4 4065.616815416498 4461.732966590766 150 TCGA 1 100 100 0.0 0.0005 5 1067 -5 3794.1642694976767 3692.250563118326 150 TCGA 1 100 100 0.0 0.0005 5 1067 -6 3560.9300872158933 3570.170162335113 150 TCGA 1 100 100 0.0 0.0005 5 1067 -7 3341.729940818721 3435.81204361652 150 TCGA 1 100 100 0.0 0.0005 5 1067 -8 3165.846051554739 3036.7781092964824 150 TCGA 1 100 100 0.0 0.0005 5 1067 -9 2994.8060096036456 2842.4979744915986 150 TCGA 1 100 100 0.0 0.0005 5 1067 -10 2892.5279084972167 2611.236869160254 150 TCGA 1 100 100 0.0 0.0005 5 1067 -11 2774.3688058752023 2827.214083110867 150 TCGA 1 100 100 0.0 0.0005 5 1067 -12 2681.563016921924 2676.5287865106784 150 TCGA 1 100 100 0.0 0.0005 5 1067 -13 2618.8990515168057 2573.5161697157664 150 TCGA 1 100 100 0.0 0.0005 5 1067 -14 2557.7060754526697 2616.00491471027 150 TCGA 1 100 100 0.0 0.0005 5 1067 -15 2502.300219609384 2555.514069370289 150 TCGA 1 100 100 0.0 0.0005 5 1067 -16 2381.1562980432996 2343.5588513858356 150 TCGA 1 100 100 0.0 0.0005 5 1067 -17 2314.6666288242795 2526.094722881988 150 TCGA 1 100 100 0.0 0.0005 5 1067 -18 2277.489827601129 2394.927903678549 150 TCGA 1 100 100 0.0 0.0005 5 1067 -19 2242.0654036356595 2302.111228751178 150 TCGA 1 100 100 0.0 0.0005 5 1067 -20 2221.025242925236 2248.451499440562 150 TCGA 1 100 100 0.0 0.0005 5 1067 -21 2200.82368365174 2135.163051586055 150 TCGA 1 100 100 0.0 0.0005 5 1067 -22 2177.3386209213063 2147.9085957129396 150 TCGA 1 100 100 0.0 0.0005 5 1067 -23 2160.750294363995 2244.936559015782 150 TCGA 1 100 100 0.0 0.0005 5 1067 -24 2150.0144877663174 2140.97239616049 150 TCGA 1 100 100 0.0 0.0005 5 1067 -25 2131.2156302921207 2155.3466097577734 150 TCGA 1 100 100 0.0 0.0005 5 1067 -26 2125.231414873268 2145.994349187343 150 TCGA 1 100 100 0.0 0.0005 5 1067 -27 2117.454166392341 2162.2215128376256 150 TCGA 1 100 100 0.0 0.0005 5 1067 -28 2108.7728411962657 2095.3255437342964 150 TCGA 1 100 100 0.0 0.0005 5 1067 -29 2095.606681305112 2104.481629338097 150 TCGA 1 100 100 0.0 0.0005 5 1067 -30 2089.1698388960735 2089.60626742109 150 TCGA 1 100 100 0.0 0.0005 5 1067 -31 2083.0829401213164 2075.162570665829 150 TCGA 1 100 100 0.0 0.0005 5 1067 -32 2075.480317398618 2087.2453466060774 150 TCGA 1 100 100 0.0 0.0005 5 1067 -33 2068.257745885226 2073.1464279404836 150 TCGA 1 100 100 0.0 0.0005 5 1067 -34 2062.2801595288256 2108.2921749862594 150 TCGA 1 100 100 0.0 0.0005 5 1067 -35 2057.513104102936 2065.448750098147 150 TCGA 1 100 100 0.0 0.0005 5 1067 -36 2051.345678817216 2051.2687681571924 150 TCGA 1 100 100 0.0 0.0005 5 1067 -37 2047.5781578918109 2042.2544509657664 150 TCGA 1 100 100 0.0 0.0005 5 1067 -38 2046.2460112615893 2044.8484377453674 150 TCGA 1 100 100 0.0 0.0005 5 1067 -39 2043.8145680283312 2040.1903143647928 150 TCGA 1 100 100 0.0 0.0005 5 1067 -40 2039.8142647941752 2043.3678499921482 150 TCGA 1 100 100 0.0 0.0005 5 1067 -41 2036.5019367472216 2034.4272522279366 150 TCGA 1 100 100 0.0 0.0005 5 1067 -42 2032.1284147667718 2032.1108668341708 150 TCGA 1 100 100 0.0 0.0005 5 1067 -43 2026.005462084435 2035.8127054952497 150 TCGA 1 100 100 0.0 0.0005 5 1067 -44 2022.6892623824724 2018.7669708405308 150 TCGA 1 100 100 0.0 0.0005 5 1067 -45 2022.4989434289193 2036.8281470830716 150 TCGA 1 100 100 0.0 0.0005 5 1067 -46 2020.49897399078 2026.3196659567368 150 TCGA 1 100 100 0.0 0.0005 5 1067 -47 2012.767721137613 2034.8569323669126 150 TCGA 1 100 100 0.0 0.0005 5 1067 -48 2011.9853679266528 2013.5786672620918 150 TCGA 1 100 100 0.0 0.0005 5 1067 -49 2010.6382477559446 2017.278696338136 150 TCGA 1 100 100 0.0 0.0005 5 1067 -50 2008.0995681989218 2011.0893628297738 150 TCGA 1 100 100 0.0 0.0005 5 1067 -51 2006.4064917289222 1996.944241471027 150 TCGA 1 100 100 0.0 0.0005 5 1067 -52 2003.4383441641044 2005.7600122192996 150 TCGA 1 100 100 0.0 0.0005 5 1067 -53 2003.7312414214232 2000.2942170569645 150 TCGA 1 100 100 0.0 0.0005 5 1067 -54 2003.316420883722 2002.5413278550957 150 TCGA 1 100 100 0.0 0.0005 5 1067 -55 1999.9840452098622 1999.620270542164 150 TCGA 1 100 100 0.0 0.0005 5 1067 -56 1993.2742428452273 1998.7817395080874 150 TCGA 1 100 100 0.0 0.0005 5 1067 -57 1995.2462790014754 1995.1079966482805 150 TCGA 1 100 100 0.0 0.0005 5 1067 -58 1990.9004886191608 1986.69350536864 150 TCGA 1 100 100 0.0 0.0005 5 1067 -59 1989.5155373747987 1998.8206872987987 150 TCGA 1 100 100 0.0 0.0005 5 1067 -60 1987.8056300942794 1982.0836089627826 150 TCGA 1 100 100 0.0 0.0005 5 1067 -61 1986.8213655693428 1980.665096110435 150 TCGA 1 100 100 0.0 0.0005 5 1067 -62 1984.5783310438962 1983.9451192731235 150 TCGA 1 100 100 0.0 0.0005 5 1067 -63 1981.7173844448278 1980.28278784057 150 TCGA 1 100 100 0.0 0.0005 5 1067 -64 1977.7288803780154 1984.784118959053 150 TCGA 1 100 100 0.0 0.0005 5 1067 -65 1978.6664567758548 1983.4165382576948 150 TCGA 1 100 100 0.0 0.0005 5 1067 -66 1976.8514936234033 1971.7039666103958 150 TCGA 1 100 100 0.0 0.0005 5 1067 -67 1975.2550313025397 1978.1137376334798 150 TCGA 1 100 100 0.0 0.0005 5 1067 -68 1974.8316614964483 1979.4165210819724 150 TCGA 1 100 100 0.0 0.0005 5 1067 -69 1969.2342033875896 1980.840274983315 150 TCGA 1 100 100 0.0 0.0005 5 1067 -70 1970.3766831914181 1967.5298268687186 150 TCGA 1 100 100 0.0 0.0005 5 1067 -71 1968.7198420244742 1970.673034974678 150 TCGA 1 100 100 0.0 0.0005 5 1067 -72 1967.3004860684787 1975.5338508951006 150 TCGA 1 100 100 0.0 0.0005 5 1067 -73 1964.9565829730404 1963.989370068114 150 TCGA 1 100 100 0.0 0.0005 5 1067 -74 1962.9252454840932 1961.190814300997 150 TCGA 1 100 100 0.0 0.0005 5 1067 -75 1961.3989218979998 1971.0314806454146 150 TCGA 1 100 100 0.0 0.0005 5 1067 -76 1961.9491838688748 1961.000163782781 150 TCGA 1 100 100 0.0 0.0005 5 1067 -77 1961.1793598763072 1965.0830759019707 150 TCGA 1 100 100 0.0 0.0005 5 1067 -78 1959.1780053713662 1956.247623002709 150 TCGA 1 100 100 0.0 0.0005 5 1067 -79 1956.88971524303 1953.1762566494583 150 TCGA 1 100 100 0.0 0.0005 5 1067 -80 1954.0044167543417 1955.0198882596576 150 TCGA 1 100 100 0.0 0.0005 5 1067 -81 1952.7303050130936 1955.4792130820117 150 TCGA 1 100 100 0.0 0.0005 5 1067 -82 1954.3740274025029 1962.9293556405073 150 TCGA 1 100 100 0.0 0.0005 5 1067 -83 1949.735741658833 1958.197728756085 150 TCGA 1 100 100 0.0 0.0005 5 1067 -84 1950.562900914932 1951.8982565414965 150 TCGA 1 100 100 0.0 0.0005 5 1067 -85 1948.2944505165458 1944.3582229997644 150 TCGA 1 100 100 0.0 0.0005 5 1067 -86 1948.9861986151975 1941.6448514545384 150 TCGA 1 100 100 0.0 0.0005 5 1067 -87 1946.256109497193 1945.3382157368876 150 TCGA 1 100 100 0.0 0.0005 5 1067 -88 1945.4946109342952 1954.3590020414572 150 TCGA 1 100 100 0.0 0.0005 5 1067 -89 1943.5914652863044 1944.894994381085 150 TCGA 1 100 100 0.0 0.0005 5 1067 -90 1941.3526837782929 1941.319020640311 150 TCGA 1 100 100 0.0 0.0005 5 1067 -91 1941.789456166198 1940.3288764378533 150 TCGA 1 100 100 0.0 0.0005 5 1067 -92 1940.4311741308277 1941.6107104124137 150 TCGA 1 100 100 0.0 0.0005 5 1067 -93 1939.1529140563957 1940.9031804530464 150 TCGA 1 100 100 0.0 0.0005 5 1067 -94 1937.9905596959936 1940.322623861495 150 TCGA 1 100 100 0.0 0.0005 5 1067 -95 1937.3921878379108 1935.6195608167793 150 TCGA 1 100 100 0.0 0.0005 5 1067 -96 1936.5845807877379 1934.3803115921403 150 TCGA 1 100 100 0.0 0.0005 5 1067 -97 1936.033189581313 1936.102533541732 150 TCGA 1 100 100 0.0 0.0005 5 1067 -98 1934.7221209473582 1931.551353569606 150 TCGA 1 100 100 0.0 0.0005 5 1067 -99 1933.1688003787 1929.9906097872174 150 TCGA 1 100 100 0.0 0.0005 5 1067 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index 77ee6946b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5384.64709108857 5379.390360003141 150 TCGA 1 100 100 1.0 0.0005 5 2649 -1 5043.310725531763 5116.145137307632 150 TCGA 1 100 100 1.0 0.0005 5 2649 -2 4685.5480676074685 4659.655589961526 150 TCGA 1 100 100 1.0 0.0005 5 2649 -3 4377.479546307745 4406.983452418342 150 TCGA 1 100 100 1.0 0.0005 5 2649 -4 4059.8760827319247 4113.185308868561 150 TCGA 1 100 100 1.0 0.0005 5 2649 -5 3793.098423116986 3832.134469957208 150 TCGA 1 100 100 1.0 0.0005 5 2649 -6 3532.2259306338683 3361.106392558496 150 TCGA 1 100 100 1.0 0.0005 5 2649 -7 3312.2068280129442 3180.752831540515 150 TCGA 1 100 100 1.0 0.0005 5 2649 -8 3104.5710797484985 2977.81669823728 150 TCGA 1 100 100 1.0 0.0005 5 2649 -9 2946.3326239293674 2950.296162207522 150 TCGA 1 100 100 1.0 0.0005 5 2649 -10 2810.563236945521 2669.741604752277 150 TCGA 1 100 100 1.0 0.0005 5 2649 -11 2710.5442062396664 2765.499011169127 150 TCGA 1 100 100 1.0 0.0005 5 2649 -12 2590.374776352036 2692.780998498351 150 TCGA 1 100 100 1.0 0.0005 5 2649 -13 2522.7105472674125 2565.6393662649184 150 TCGA 1 100 100 1.0 0.0005 5 2649 -14 2452.593595269509 2551.477439688678 150 TCGA 1 100 100 1.0 0.0005 5 2649 -15 2401.853430493254 2498.961974177528 150 TCGA 1 100 100 1.0 0.0005 5 2649 -16 2353.988537108503 2366.9950398967494 150 TCGA 1 100 100 1.0 0.0005 5 2649 -17 2317.9402176211597 2382.462029385207 150 TCGA 1 100 100 1.0 0.0005 5 2649 -18 2267.52610119167 2268.2848863457916 150 TCGA 1 100 100 1.0 0.0005 5 2649 -19 2240.202987383061 2310.073158762563 150 TCGA 1 100 100 1.0 0.0005 5 2649 -20 2210.623392361644 2176.909958729193 150 TCGA 1 100 100 1.0 0.0005 5 2649 -21 2200.5963899289036 2209.090190944959 150 TCGA 1 100 100 1.0 0.0005 5 2649 -22 2177.4414457637745 2252.752803323257 150 TCGA 1 100 100 1.0 0.0005 5 2649 -23 2175.528632062556 2156.584795314463 150 TCGA 1 100 100 1.0 0.0005 5 2649 -24 2142.395799914672 2189.3864758362124 150 TCGA 1 100 100 1.0 0.0005 5 2649 -25 2134.87740916846 2141.3067645355686 150 TCGA 1 100 100 1.0 0.0005 5 2649 -26 2121.2061701222233 2127.16722037924 150 TCGA 1 100 100 1.0 0.0005 5 2649 -27 2114.0116056043503 2109.8167313618874 150 TCGA 1 100 100 1.0 0.0005 5 2649 -28 2103.5154719590637 2085.285523074356 150 TCGA 1 100 100 1.0 0.0005 5 2649 -29 2100.986662302529 2085.9130068064933 150 TCGA 1 100 100 1.0 0.0005 5 2649 -30 2092.32359808398 2108.5782047444254 150 TCGA 1 100 100 1.0 0.0005 5 2649 -31 2084.948823039986 2087.0522166496544 150 TCGA 1 100 100 1.0 0.0005 5 2649 -32 2078.902116218786 2060.3194316308104 150 TCGA 1 100 100 1.0 0.0005 5 2649 -33 2082.8452030168687 2080.219797719064 150 TCGA 1 100 100 1.0 0.0005 5 2649 -34 2072.1992642862187 2088.902500785176 150 TCGA 1 100 100 1.0 0.0005 5 2649 -35 2065.0573297179776 2078.4085122880024 150 TCGA 1 100 100 1.0 0.0005 5 2649 -36 2062.854769383441 2061.192133151107 150 TCGA 1 100 100 1.0 0.0005 5 2649 -37 2054.7150389207955 2067.577820744347 150 TCGA 1 100 100 1.0 0.0005 5 2649 -38 2054.755456688761 2046.205003287924 150 TCGA 1 100 100 1.0 0.0005 5 2649 -39 2045.9885776850617 2046.2729811165202 150 TCGA 1 100 100 1.0 0.0005 5 2649 -40 2043.3066913933876 2050.5717730498195 150 TCGA 1 100 100 1.0 0.0005 5 2649 -41 2043.1513846008118 2044.495847769119 150 TCGA 1 100 100 1.0 0.0005 5 2649 -42 2037.3006537158863 2047.819430403973 150 TCGA 1 100 100 1.0 0.0005 5 2649 -43 2040.0483444763995 2035.8688559987438 150 TCGA 1 100 100 1.0 0.0005 5 2649 -44 2030.8141300930804 2026.6706708591787 150 TCGA 1 100 100 1.0 0.0005 5 2649 -45 2029.3309031453618 2031.4397745563756 150 TCGA 1 100 100 1.0 0.0005 5 2649 -46 2022.674628783076 2044.4675176419205 150 TCGA 1 100 100 1.0 0.0005 5 2649 -47 2019.588797030112 2028.9512344437028 150 TCGA 1 100 100 1.0 0.0005 5 2649 -48 2020.6249181928613 2015.0851118384894 150 TCGA 1 100 100 1.0 0.0005 5 2649 -49 2017.3353415096508 2023.1001712664886 150 TCGA 1 100 100 1.0 0.0005 5 2649 -50 2015.2343236729694 2014.9319730979114 150 TCGA 1 100 100 1.0 0.0005 5 2649 -51 2013.693876610309 2016.873489149851 150 TCGA 1 100 100 1.0 0.0005 5 2649 -52 2011.4287526449702 2020.7514053421403 150 TCGA 1 100 100 1.0 0.0005 5 2649 -53 2007.1048035560434 2017.2223667163944 150 TCGA 1 100 100 1.0 0.0005 5 2649 -54 2008.0748889036165 2005.550546310655 150 TCGA 1 100 100 1.0 0.0005 5 2649 -55 2002.4284918813091 2011.3027901960977 150 TCGA 1 100 100 1.0 0.0005 5 2649 -56 1999.07959139705 2009.5427325838175 150 TCGA 1 100 100 1.0 0.0005 5 2649 -57 1998.7194724889296 2001.8111124470006 150 TCGA 1 100 100 1.0 0.0005 5 2649 -58 1998.5609933942778 1990.2270556885992 150 TCGA 1 100 100 1.0 0.0005 5 2649 -59 1993.6806846369136 1993.241898579813 150 TCGA 1 100 100 1.0 0.0005 5 2649 -60 1991.8183329688982 1984.613302719653 150 TCGA 1 100 100 1.0 0.0005 5 2649 -61 1991.0544463842225 1990.90782893962 150 TCGA 1 100 100 1.0 0.0005 5 2649 -62 1989.0130793863887 1995.667913542321 150 TCGA 1 100 100 1.0 0.0005 5 2649 -63 1985.7721837960605 1977.484501364243 150 TCGA 1 100 100 1.0 0.0005 5 2649 -64 1985.7200009107244 1979.1830981077262 150 TCGA 1 100 100 1.0 0.0005 5 2649 -65 1980.4334966687436 1978.0881040946922 150 TCGA 1 100 100 1.0 0.0005 5 2649 -66 1980.5399921501119 1981.0926691563286 150 TCGA 1 100 100 1.0 0.0005 5 2649 -67 1975.7530465120183 1987.6694697854507 150 TCGA 1 100 100 1.0 0.0005 5 2649 -68 1978.478056611194 1985.6678816445508 150 TCGA 1 100 100 1.0 0.0005 5 2649 -69 1976.9171856551154 1970.0768141243327 150 TCGA 1 100 100 1.0 0.0005 5 2649 -70 1976.0227597842645 1965.7821130800487 150 TCGA 1 100 100 1.0 0.0005 5 2649 -71 1972.8572566120442 1971.069207733001 150 TCGA 1 100 100 1.0 0.0005 5 2649 -72 1971.6574161332398 1962.791962129986 150 TCGA 1 100 100 1.0 0.0005 5 2649 -73 1966.8208193118478 1972.6521339608198 150 TCGA 1 100 100 1.0 0.0005 5 2649 -74 1964.840051210942 1963.6218844466473 150 TCGA 1 100 100 1.0 0.0005 5 2649 -75 1963.8119965400103 1963.7797538718985 150 TCGA 1 100 100 1.0 0.0005 5 2649 -76 1962.3436439804552 1970.5470449169677 150 TCGA 1 100 100 1.0 0.0005 5 2649 -77 1962.2645142405463 1957.951086609807 150 TCGA 1 100 100 1.0 0.0005 5 2649 -78 1960.9433199429782 1964.4913366883245 150 TCGA 1 100 100 1.0 0.0005 5 2649 -79 1958.3697436324505 1955.1323377139604 150 TCGA 1 100 100 1.0 0.0005 5 2649 -80 1956.6232945446138 1948.986601096302 150 TCGA 1 100 100 1.0 0.0005 5 2649 -81 1954.47832883385 1949.5758001432946 150 TCGA 1 100 100 1.0 0.0005 5 2649 -82 1952.9794837124766 1957.295456162649 150 TCGA 1 100 100 1.0 0.0005 5 2649 -83 1950.8769513400675 1962.7398203174073 150 TCGA 1 100 100 1.0 0.0005 5 2649 -84 1949.2829389822298 1948.6102147701397 150 TCGA 1 100 100 1.0 0.0005 5 2649 -85 1948.999614549942 1949.6309587488222 150 TCGA 1 100 100 1.0 0.0005 5 2649 -86 1948.664521295799 1944.953609600738 150 TCGA 1 100 100 1.0 0.0005 5 2649 -87 1946.6189114451076 1945.0325038277324 150 TCGA 1 100 100 1.0 0.0005 5 2649 -88 1942.7590961799065 1942.9586733717415 150 TCGA 1 100 100 1.0 0.0005 5 2649 -89 1944.7155574641465 1943.9269117805827 150 TCGA 1 100 100 1.0 0.0005 5 2649 -90 1942.0924332647774 1944.1346202447785 150 TCGA 1 100 100 1.0 0.0005 5 2649 -91 1940.400658542017 1942.4891645728644 150 TCGA 1 100 100 1.0 0.0005 5 2649 -92 1938.5838546608159 1940.860062642313 150 TCGA 1 100 100 1.0 0.0005 5 2649 -93 1937.8582305448344 1937.0417161491048 150 TCGA 1 100 100 1.0 0.0005 5 2649 -94 1936.0908958519367 1934.9160217591866 150 TCGA 1 100 100 1.0 0.0005 5 2649 -95 1935.0686799952168 1936.2733792252277 150 TCGA 1 100 100 1.0 0.0005 5 2649 -96 1934.8074876095704 1931.73858243856 150 TCGA 1 100 100 1.0 0.0005 5 2649 -97 1933.0174651019793 1933.3469164671012 150 TCGA 1 100 100 1.0 0.0005 5 2649 -98 1932.0672172225338 1932.590243085545 150 TCGA 1 100 100 1.0 0.0005 5 2649 -99 1931.946243117518 1929.2170348814384 150 TCGA 1 100 100 1.0 0.0005 5 2649 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index f116356b1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5388.028352686544 5366.226491343436 150 TCGA 1 50 100 0.5 0.0005 5 1732 -1 5042.88249410073 5041.569495426351 150 TCGA 1 50 100 0.5 0.0005 5 1732 -2 4692.332487702223 4766.433606018373 150 TCGA 1 50 100 0.5 0.0005 5 1732 -3 4358.1378314578915 4325.718543891332 150 TCGA 1 50 100 0.5 0.0005 5 1732 -4 4050.2067953118894 4152.901764682789 150 TCGA 1 50 100 0.5 0.0005 5 1732 -5 3746.5385701311184 3670.8214645002354 150 TCGA 1 50 100 0.5 0.0005 5 1732 -6 3491.1830678897877 3641.073872781878 150 TCGA 1 50 100 0.5 0.0005 5 1732 -7 3267.714839280856 3103.1172488418656 150 TCGA 1 50 100 0.5 0.0005 5 1732 -8 3068.5172848237894 3299.023327084642 150 TCGA 1 50 100 0.5 0.0005 5 1732 -9 2905.5303051575233 2798.518607441504 150 TCGA 1 50 100 0.5 0.0005 5 1732 -10 2754.465897814 2841.515723146985 150 TCGA 1 50 100 0.5 0.0005 5 1732 -11 2639.5596337525462 2611.104413669912 150 TCGA 1 50 100 0.5 0.0005 5 1732 -12 2564.2128814414536 2609.405561744268 150 TCGA 1 50 100 0.5 0.0005 5 1732 -13 2484.332921100203 2707.525957423838 150 TCGA 1 50 100 0.5 0.0005 5 1732 -14 2403.055791133349 2371.7265318290674 150 TCGA 1 50 100 0.5 0.0005 5 1732 -15 2355.703065920094 2345.647287953439 150 TCGA 1 50 100 0.5 0.0005 5 1732 -16 2322.71837889753 2352.151497232255 150 TCGA 1 50 100 0.5 0.0005 5 1732 -17 2287.257947637109 2393.059188766096 150 TCGA 1 50 100 0.5 0.0005 5 1732 -18 2243.8238420065977 2341.9555651794126 150 TCGA 1 50 100 0.5 0.0005 5 1732 -19 2217.8275181501754 2285.2623787884736 150 TCGA 1 50 100 0.5 0.0005 5 1732 -20 2193.114021329372 2152.7290885580246 150 TCGA 1 50 100 0.5 0.0005 5 1732 -21 2178.7446802469062 2126.9987412649184 150 TCGA 1 50 100 0.5 0.0005 5 1732 -22 2167.0194801001003 2127.4632230979114 150 TCGA 1 50 100 0.5 0.0005 5 1732 -23 2152.414103049308 2192.41342822511 150 TCGA 1 50 100 0.5 0.0005 5 1732 -24 2131.411822477746 2198.6517548680904 150 TCGA 1 50 100 0.5 0.0005 5 1732 -25 2124.1896169027827 2213.274930561008 150 TCGA 1 50 100 0.5 0.0005 5 1732 -26 2116.92789651773 2094.3192476052136 150 TCGA 1 50 100 0.5 0.0005 5 1732 -27 2105.140101292607 2078.673398118522 150 TCGA 1 50 100 0.5 0.0005 5 1732 -28 2100.0117388883996 2127.9768998802606 150 TCGA 1 50 100 0.5 0.0005 5 1732 -29 2092.70660529151 2088.400710829538 150 TCGA 1 50 100 0.5 0.0005 5 1732 -30 2087.452926123085 2103.714146906407 150 TCGA 1 50 100 0.5 0.0005 5 1732 -31 2078.6679459410143 2100.9068266135364 150 TCGA 1 50 100 0.5 0.0005 5 1732 -32 2079.094943615751 2074.293890104821 150 TCGA 1 50 100 0.5 0.0005 5 1732 -33 2067.4642782533842 2098.4720636875786 150 TCGA 1 50 100 0.5 0.0005 5 1732 -34 2064.056540396267 2055.988489812343 150 TCGA 1 50 100 0.5 0.0005 5 1732 -35 2062.0717029215994 2067.089863379397 150 TCGA 1 50 100 0.5 0.0005 5 1732 -36 2054.4511417627787 2042.504804294912 150 TCGA 1 50 100 0.5 0.0005 5 1732 -37 2053.6296067610956 2070.0522878062184 150 TCGA 1 50 100 0.5 0.0005 5 1732 -38 2049.6573148144716 2036.3946993267116 150 TCGA 1 50 100 0.5 0.0005 5 1732 -39 2045.7208696687471 2051.8522065895886 150 TCGA 1 50 100 0.5 0.0005 5 1732 -40 2038.0012796467763 2049.5458978240813 150 TCGA 1 50 100 0.5 0.0005 5 1732 -41 2038.1929465923104 2046.9188324434674 150 TCGA 1 50 100 0.5 0.0005 5 1732 -42 2036.2270682899398 2033.9251917546717 150 TCGA 1 50 100 0.5 0.0005 5 1732 -43 2035.5234147318906 2060.937158939227 150 TCGA 1 50 100 0.5 0.0005 5 1732 -44 2025.9592670619934 2032.13319588666 150 TCGA 1 50 100 0.5 0.0005 5 1732 -45 2022.1049461053915 2012.716003724678 150 TCGA 1 50 100 0.5 0.0005 5 1732 -46 2022.5428288848634 2015.6543907280543 150 TCGA 1 50 100 0.5 0.0005 5 1732 -47 2015.98814112598 2021.6547808623195 150 TCGA 1 50 100 0.5 0.0005 5 1732 -48 2015.606328746865 2006.8250413444173 150 TCGA 1 50 100 0.5 0.0005 5 1732 -49 2018.2768398676217 2040.9605853976916 150 TCGA 1 50 100 0.5 0.0005 5 1732 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index 50a43a57c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5389.692760346178 5353.619604369504 150 TCGA 1 50 100 0.0 0.0005 5 4453 -1 5050.879728463521 5019.980434398555 150 TCGA 1 50 100 0.0 0.0005 5 4453 -2 4714.150160954592 4802.885445292871 150 TCGA 1 50 100 0.0 0.0005 5 4453 -3 4380.565912791083 4430.025025027481 150 TCGA 1 50 100 0.0 0.0005 5 4453 -4 4081.824993928504 4223.013706226445 150 TCGA 1 50 100 0.0 0.0005 5 4453 -5 3815.9425250075865 3961.637226660647 150 TCGA 1 50 100 0.0 0.0005 5 4453 -6 3576.412438238608 3565.371597980135 150 TCGA 1 50 100 0.0 0.0005 5 4453 -7 3368.2282342324233 3342.583168528188 150 TCGA 1 50 100 0.0 0.0005 5 4453 -8 3171.988899899455 3388.163030729821 150 TCGA 1 50 100 0.0 0.0005 5 4453 -9 2977.7011726380247 3018.411576927607 150 TCGA 1 50 100 0.0 0.0005 5 4453 -10 2801.441800079703 2700.261619376178 150 TCGA 1 50 100 0.0 0.0005 5 4453 -11 2697.172765095461 2669.104116775283 150 TCGA 1 50 100 0.0 0.0005 5 4453 -12 2588.3186840692233 2515.2074189305904 150 TCGA 1 50 100 0.0 0.0005 5 4453 -13 2515.0421445199136 2489.367663512877 150 TCGA 1 50 100 0.0 0.0005 5 4453 -14 2439.270421835977 2490.633313049623 150 TCGA 1 50 100 0.0 0.0005 5 4453 -15 2391.935388520142 2563.310622938913 150 TCGA 1 50 100 0.0 0.0005 5 4453 -16 2342.654425035884 2367.5745880280306 150 TCGA 1 50 100 0.0 0.0005 5 4453 -17 2293.8633022876784 2256.422263907428 150 TCGA 1 50 100 0.0 0.0005 5 4453 -18 2256.265228881223 2272.6597317642904 150 TCGA 1 50 100 0.0 0.0005 5 4453 -19 2225.860740296289 2325.009265075377 150 TCGA 1 50 100 0.0 0.0005 5 4453 -20 2201.3349367659703 2221.0393005064384 150 TCGA 1 50 100 0.0 0.0005 5 4453 -21 2191.2872939452036 2179.5295029836684 150 TCGA 1 50 100 0.0 0.0005 5 4453 -22 2177.5505941999663 2198.586641704617 150 TCGA 1 50 100 0.0 0.0005 5 4453 -23 2166.8374168412174 2217.1201343632224 150 TCGA 1 50 100 0.0 0.0005 5 4453 -24 2144.6292519001495 2147.795193006046 150 TCGA 1 50 100 0.0 0.0005 5 4453 -25 2137.485263078896 2168.908615342337 150 TCGA 1 50 100 0.0 0.0005 5 4453 -26 2130.1142851996333 2140.5457548975346 150 TCGA 1 50 100 0.0 0.0005 5 4453 -27 2115.999809843366 2123.2905911392904 150 TCGA 1 50 100 0.0 0.0005 5 4453 -28 2100.977978728182 2178.463210829538 150 TCGA 1 50 100 0.0 0.0005 5 4453 -29 2090.5350870327675 2112.14441715413 150 TCGA 1 50 100 0.0 0.0005 5 4453 -30 2088.3696206083573 2144.182761954303 150 TCGA 1 50 100 0.0 0.0005 5 4453 -31 2081.10040225295 2063.1485387140783 150 TCGA 1 50 100 0.0 0.0005 5 4453 -32 2077.5006757945484 2096.863954783684 150 TCGA 1 50 100 0.0 0.0005 5 4453 -33 2065.713204486999 2061.1979679893607 150 TCGA 1 50 100 0.0 0.0005 5 4453 -34 2066.868676338149 2044.219710613615 150 TCGA 1 50 100 0.0 0.0005 5 4453 -35 2056.575287720231 2047.0061108766488 150 TCGA 1 50 100 0.0 0.0005 5 4453 -36 2055.150564649113 2045.678422017313 150 TCGA 1 50 100 0.0 0.0005 5 4453 -37 2047.4777883944175 2058.3778738664023 150 TCGA 1 50 100 0.0 0.0005 5 4453 -38 2044.9609392168054 2054.851460672503 150 TCGA 1 50 100 0.0 0.0005 5 4453 -39 2042.6356252403527 2048.6039891842024 150 TCGA 1 50 100 0.0 0.0005 5 4453 -40 2039.7213897790236 2055.3629487770886 150 TCGA 1 50 100 0.0 0.0005 5 4453 -41 2036.359246743738 2058.6986813952576 150 TCGA 1 50 100 0.0 0.0005 5 4453 -42 2031.749562773272 2044.8729548622016 150 TCGA 1 50 100 0.0 0.0005 5 4453 -43 2029.71647817597 2033.05419921875 150 TCGA 1 50 100 0.0 0.0005 5 4453 -44 2030.3548811256705 2015.1240099422896 150 TCGA 1 50 100 0.0 0.0005 5 4453 -45 2023.3119256059724 2037.273752797189 150 TCGA 1 50 100 0.0 0.0005 5 4453 -46 2022.9098870385662 2038.9895583876414 150 TCGA 1 50 100 0.0 0.0005 5 4453 -47 2018.0437360530002 2030.6621418861887 150 TCGA 1 50 100 0.0 0.0005 5 4453 -48 2018.124861947047 2012.054270375314 150 TCGA 1 50 100 0.0 0.0005 5 4453 -49 2015.2194178645427 2022.8055965864478 150 TCGA 1 50 100 0.0 0.0005 5 4453 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index c0fe12eb4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5383.97140129252 5350.969287354743 150 TCGA 1 50 100 1.0 0.0005 5 8782 -1 5050.745530692338 5026.212691877356 150 TCGA 1 50 100 1.0 0.0005 5 8782 -2 4711.9741378257895 4735.968497271514 150 TCGA 1 50 100 1.0 0.0005 5 8782 -3 4371.280578701847 4394.467209092337 150 TCGA 1 50 100 1.0 0.0005 5 8782 -4 4067.218587175998 4120.01615008637 150 TCGA 1 50 100 1.0 0.0005 5 8782 -5 3790.535796264144 3810.873684830402 150 TCGA 1 50 100 1.0 0.0005 5 8782 -6 3522.4800923881103 3717.9536586742306 150 TCGA 1 50 100 1.0 0.0005 5 8782 -7 3289.5611835100353 3490.2464581206814 150 TCGA 1 50 100 1.0 0.0005 5 8782 -8 3096.278837806692 3145.178312215374 150 TCGA 1 50 100 1.0 0.0005 5 8782 -9 2914.375393066679 2971.0691997585586 150 TCGA 1 50 100 1.0 0.0005 5 8782 -10 2791.6508656895735 2755.7150081461996 150 TCGA 1 50 100 1.0 0.0005 5 8782 -11 2687.682082525254 2640.543882743797 150 TCGA 1 50 100 1.0 0.0005 5 8782 -12 2559.1956265391295 2675.8552552803076 150 TCGA 1 50 100 1.0 0.0005 5 8782 -13 2491.0973838774644 2560.7575781740734 150 TCGA 1 50 100 1.0 0.0005 5 8782 -14 2411.223802421971 2527.4973156799624 150 TCGA 1 50 100 1.0 0.0005 5 8782 -15 2360.0484712747393 2418.086709180669 150 TCGA 1 50 100 1.0 0.0005 5 8782 -16 2318.879266152359 2287.9425337134894 150 TCGA 1 50 100 1.0 0.0005 5 8782 -17 2285.578727462433 2280.7106234296484 150 TCGA 1 50 100 1.0 0.0005 5 8782 -18 2252.7744511509463 2307.0344373233356 150 TCGA 1 50 100 1.0 0.0005 5 8782 -19 2223.564559594184 2267.2598465962624 150 TCGA 1 50 100 1.0 0.0005 5 8782 -20 2205.795163045279 2205.671623498351 150 TCGA 1 50 100 1.0 0.0005 5 8782 -21 2187.1862795148822 2207.188416447472 150 TCGA 1 50 100 1.0 0.0005 5 8782 -22 2160.3523356074375 2182.495502414416 150 TCGA 1 50 100 1.0 0.0005 5 8782 -23 2145.9716206348453 2167.502257380653 150 TCGA 1 50 100 1.0 0.0005 5 8782 -24 2139.4553897933033 2133.178269276068 150 TCGA 1 50 100 1.0 0.0005 5 8782 -25 2119.632147387796 2153.191630761228 150 TCGA 1 50 100 1.0 0.0005 5 8782 -26 2111.6830409386685 2136.038301860867 150 TCGA 1 50 100 1.0 0.0005 5 8782 -27 2106.5788433604216 2087.811728319331 150 TCGA 1 50 100 1.0 0.0005 5 8782 -28 2096.840645797871 2116.8635155759266 150 TCGA 1 50 100 1.0 0.0005 5 8782 -29 2095.3718972694182 2071.259125215923 150 TCGA 1 50 100 1.0 0.0005 5 8782 -30 2085.0205447646917 2087.164759343593 150 TCGA 1 50 100 1.0 0.0005 5 8782 -31 2079.484031856932 2096.470298268687 150 TCGA 1 50 100 1.0 0.0005 5 8782 -32 2073.301398346155 2109.247208945116 150 TCGA 1 50 100 1.0 0.0005 5 8782 -33 2066.862655978581 2101.020480822079 150 TCGA 1 50 100 1.0 0.0005 5 8782 -34 2054.4649326423673 2061.1025648260834 150 TCGA 1 50 100 1.0 0.0005 5 8782 -35 2060.202712121932 2076.206884029523 150 TCGA 1 50 100 1.0 0.0005 5 8782 -36 2057.348307655012 2075.305965864479 150 TCGA 1 50 100 1.0 0.0005 5 8782 -37 2052.8285737947263 2056.0394808515234 150 TCGA 1 50 100 1.0 0.0005 5 8782 -38 2050.6219370965778 2053.7580897652324 150 TCGA 1 50 100 1.0 0.0005 5 8782 -39 2041.0886699728887 2048.688431782938 150 TCGA 1 50 100 1.0 0.0005 5 8782 -40 2045.6658073737826 2042.1777049309046 150 TCGA 1 50 100 1.0 0.0005 5 8782 -41 2043.1802376679962 2046.479233938246 150 TCGA 1 50 100 1.0 0.0005 5 8782 -42 2034.9555584217424 2056.60527245603 150 TCGA 1 50 100 1.0 0.0005 5 8782 -43 2032.746278647214 2043.0308929903424 150 TCGA 1 50 100 1.0 0.0005 5 8782 -44 2031.3306658583328 2042.1629282889055 150 TCGA 1 50 100 1.0 0.0005 5 8782 -45 2027.0921755123384 2038.1663217209093 150 TCGA 1 50 100 1.0 0.0005 5 8782 -46 2027.651839063721 2021.9644922611103 150 TCGA 1 50 100 1.0 0.0005 5 8782 -47 2022.343705853576 2026.172325862712 150 TCGA 1 50 100 1.0 0.0005 5 8782 -48 2015.8813052402568 2013.3650123174466 150 TCGA 1 50 100 1.0 0.0005 5 8782 -49 2016.5059068596568 2021.5667558986338 150 TCGA 1 50 100 1.0 0.0005 5 8782 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 3f73341b1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs kappa seed depth first_layer dataset -0 5066.96008432948 4614.531431571922 5 0.0005 50 100 0.5 5433 1 100 TCGA -1 4127.574889394133 3772.0531613143844 5 0.0005 50 100 0.5 5433 1 100 TCGA -2 3364.3085258953115 3032.2060804510834 5 0.0005 50 100 0.5 5433 1 100 TCGA -3 2842.6242269470645 2837.3669605350974 5 0.0005 50 100 0.5 5433 1 100 TCGA -4 2523.290657466697 2362.06422493326 5 0.0005 50 100 0.5 5433 1 100 TCGA -5 2348.741439081859 2297.8910715687816 5 0.0005 50 100 0.5 5433 1 100 TCGA -6 2248.1145872211255 2264.2861585760834 5 0.0005 50 100 0.5 5433 1 100 TCGA -7 2161.7918442152272 2170.684629200691 5 0.0005 50 100 0.5 5433 1 100 TCGA -8 2133.9394405895955 2121.358760354507 5 0.0005 50 100 0.5 5433 1 100 TCGA -9 2109.4798932114354 2089.036373272613 5 0.0005 50 100 0.5 5433 1 100 TCGA -10 2082.4438187158166 2053.6416739459014 5 0.0005 50 100 0.5 5433 1 100 TCGA -11 2067.1183364515605 2052.0754830058495 5 0.0005 50 100 0.5 5433 1 100 TCGA -12 2047.542723859976 2026.5010434251335 5 0.0005 50 100 0.5 5433 1 100 TCGA -13 2040.272667063149 2044.895299250157 5 0.0005 50 100 0.5 5433 1 100 TCGA -14 2031.4901730332713 2013.5931206324592 5 0.0005 50 100 0.5 5433 1 100 TCGA -15 2023.661337793612 2023.2084181895807 5 0.0005 50 100 0.5 5433 1 100 TCGA -16 2016.4381021081715 2008.0523098892902 5 0.0005 50 100 0.5 5433 1 100 TCGA -17 2008.5371625687158 1999.6119439973304 5 0.0005 50 100 0.5 5433 1 100 TCGA -18 2000.408587921037 1991.3256878876805 5 0.0005 50 100 0.5 5433 1 100 TCGA -19 1994.1844785860412 1980.4779549603486 5 0.0005 50 100 0.5 5433 1 100 TCGA -20 1989.4521592152225 1975.7970430767116 5 0.0005 50 100 0.5 5433 1 100 TCGA -21 1984.0464535651563 1971.805738899576 5 0.0005 50 100 0.5 5433 1 100 TCGA -22 1978.3674956529399 1972.1186762670775 5 0.0005 50 100 0.5 5433 1 100 TCGA -23 1974.0118142098293 1963.7787331432553 5 0.0005 50 100 0.5 5433 1 100 TCGA -24 1966.2436817746993 1962.0294704724795 5 0.0005 50 100 0.5 5433 1 100 TCGA -25 1961.4096279099579 1951.433429967219 5 0.0005 50 100 0.5 5433 1 100 TCGA -26 1958.19945576452 1949.2893219760913 5 0.0005 50 100 0.5 5433 1 100 TCGA -27 1953.990944532907 1946.181353545069 5 0.0005 50 100 0.5 5433 1 100 TCGA -28 1951.8059379883357 1945.1119728280073 5 0.0005 50 100 0.5 5433 1 100 TCGA -29 1947.823795012457 1941.374828856195 5 0.0005 50 100 0.5 5433 1 100 TCGA -30 1944.0960920222942 1937.941443668538 5 0.0005 50 100 0.5 5433 1 100 TCGA -31 1941.7116894471299 1935.6088106548366 5 0.0005 50 100 0.5 5433 1 100 TCGA -32 1937.0342096907177 1933.7353288660097 5 0.0005 50 100 0.5 5433 1 100 TCGA -33 1935.0348350711402 1928.8002451220948 5 0.0005 50 100 0.5 5433 1 100 TCGA -34 1933.7579564800192 1929.6196013024105 5 0.0005 50 100 0.5 5433 1 100 TCGA -35 1929.3216222044957 1922.9170780661118 5 0.0005 50 100 0.5 5433 1 100 TCGA -36 1926.8694922158409 1920.8064915642667 5 0.0005 50 100 0.5 5433 1 100 TCGA -37 1925.0756614660363 1917.8489830745525 5 0.0005 50 100 0.5 5433 1 100 TCGA -38 1923.081677083951 1916.582353908213 5 0.0005 50 100 0.5 5433 1 100 TCGA -39 1920.8477943438293 1913.8183943398633 5 0.0005 50 100 0.5 5433 1 100 TCGA -40 1918.6468661598149 1912.523565704499 5 0.0005 50 100 0.5 5433 1 100 TCGA -41 1917.096105811239 1912.8097567917714 5 0.0005 50 100 0.5 5433 1 100 TCGA -42 1915.109818140169 1910.1086707953832 5 0.0005 50 100 0.5 5433 1 100 TCGA -43 1913.8365181617298 1909.3956120936714 5 0.0005 50 100 0.5 5433 1 100 TCGA -44 1912.1160383576832 1905.5521491736024 5 0.0005 50 100 0.5 5433 1 100 TCGA -45 1911.090745563339 1906.0652131507145 5 0.0005 50 100 0.5 5433 1 100 TCGA -46 1909.171503066378 1903.6981747114478 5 0.0005 50 100 0.5 5433 1 100 TCGA -47 1907.9389504825367 1902.796664597401 5 0.0005 50 100 0.5 5433 1 100 TCGA -48 1906.0892267355975 1900.687159552646 5 0.0005 50 100 0.5 5433 1 100 TCGA -49 1905.2606261941335 1900.7444626697943 5 0.0005 50 100 0.5 5433 1 100 TCGA -50 1903.614728298926 1895.973238997723 5 0.0005 50 100 0.5 5433 1 100 TCGA -51 1903.1943505848474 1900.3465668184674 5 0.0005 50 100 0.5 5433 1 100 TCGA -52 1902.0868461533096 1895.8978069056218 5 0.0005 50 100 0.5 5433 1 100 TCGA -53 1900.795860395273 1895.8593565974404 5 0.0005 50 100 0.5 5433 1 100 TCGA -54 1899.8334645508576 1893.5561425290516 5 0.0005 50 100 0.5 5433 1 100 TCGA -55 1899.083829862516 1893.8430899615264 5 0.0005 50 100 0.5 5433 1 100 TCGA -56 1898.383823316855 1893.198728628494 5 0.0005 50 100 0.5 5433 1 100 TCGA -57 1897.4874709178619 1891.907440645611 5 0.0005 50 100 0.5 5433 1 100 TCGA -58 1896.9459681697742 1892.5546899536746 5 0.0005 50 100 0.5 5433 1 100 TCGA -59 1896.3087268296676 1891.942760678392 5 0.0005 50 100 0.5 5433 1 100 TCGA -60 1895.1860147180907 1890.0263236347755 5 0.0005 50 100 0.5 5433 1 100 TCGA -61 1894.9634132423575 1890.3160136620604 5 0.0005 50 100 0.5 5433 1 100 TCGA -62 1894.353572824595 1889.794298028227 5 0.0005 50 100 0.5 5433 1 100 TCGA -63 1893.7689998987357 1889.3386150724325 5 0.0005 50 100 0.5 5433 1 100 TCGA -64 1893.108737724569 1887.4781880594378 5 0.0005 50 100 0.5 5433 1 100 TCGA -65 1892.4351885123156 1887.6244289072315 5 0.0005 50 100 0.5 5433 1 100 TCGA -66 1892.1528399612557 1886.8127373930197 5 0.0005 50 100 0.5 5433 1 100 TCGA -67 1891.4201004636357 1886.96603930296 5 0.0005 50 100 0.5 5433 1 100 TCGA -68 1890.935004650635 1886.8148751570352 5 0.0005 50 100 0.5 5433 1 100 TCGA -69 1890.5746802981378 1886.657734473147 5 0.0005 50 100 0.5 5433 1 100 TCGA -70 1890.1995201719726 1885.681594618601 5 0.0005 50 100 0.5 5433 1 100 TCGA -71 1889.8483993814705 1884.6614235729428 5 0.0005 50 100 0.5 5433 1 100 TCGA -72 1889.4304243910192 1884.745147245014 5 0.0005 50 100 0.5 5433 1 100 TCGA -73 1889.0776240470914 1884.390280872134 5 0.0005 50 100 0.5 5433 1 100 TCGA -74 1888.8713177249745 1884.6713732235396 5 0.0005 50 100 0.5 5433 1 100 TCGA -75 1888.1932683025623 1883.296456035058 5 0.0005 50 100 0.5 5433 1 100 TCGA -76 1888.2303024651362 1883.646734036393 5 0.0005 50 100 0.5 5433 1 100 TCGA -77 1887.5427025906647 1883.5176695243797 5 0.0005 50 100 0.5 5433 1 100 TCGA -78 1887.4558703080527 1883.2935858491678 5 0.0005 50 100 0.5 5433 1 100 TCGA -79 1887.2784345481848 1883.150319468436 5 0.0005 50 100 0.5 5433 1 100 TCGA -80 1887.099933374326 1883.0232964137092 5 0.0005 50 100 0.5 5433 1 100 TCGA -81 1886.7613854853753 1882.321278634383 5 0.0005 50 100 0.5 5433 1 100 TCGA -82 1886.6125127888374 1882.076508641842 5 0.0005 50 100 0.5 5433 1 100 TCGA -83 1886.1168939535314 1882.0717491264918 5 0.0005 50 100 0.5 5433 1 100 TCGA -84 1886.098173921323 1881.5797916584877 5 0.0005 50 100 0.5 5433 1 100 TCGA -85 1885.8491139131434 1881.4278227072864 5 0.0005 50 100 0.5 5433 1 100 TCGA -86 1885.7222798063574 1880.9997834632145 5 0.0005 50 100 0.5 5433 1 100 TCGA -87 1885.3417735073713 1881.688758121663 5 0.0005 50 100 0.5 5433 1 100 TCGA -88 1885.2587371223246 1881.0014746584484 5 0.0005 50 100 0.5 5433 1 100 TCGA -89 1884.9429533641537 1880.6616235474246 5 0.0005 50 100 0.5 5433 1 100 TCGA -90 1884.80351655698 1880.531547508048 5 0.0005 50 100 0.5 5433 1 100 TCGA -91 1884.5526417628878 1880.612721812186 5 0.0005 50 100 0.5 5433 1 100 TCGA -92 1884.3234743513638 1880.2499024664337 5 0.0005 50 100 0.5 5433 1 100 TCGA -93 1884.0392554362234 1880.664746461801 5 0.0005 50 100 0.5 5433 1 100 TCGA -94 1884.1859044337834 1880.156280057514 5 0.0005 50 100 0.5 5433 1 100 TCGA -95 1883.7764499484194 1879.5092086408606 5 0.0005 50 100 0.5 5433 1 100 TCGA -96 1883.7802769937398 1879.901615008637 5 0.0005 50 100 0.5 5433 1 100 TCGA -97 1883.602368213114 1879.3507362250707 5 0.0005 50 100 0.5 5433 1 100 TCGA -98 1883.3525489273181 1879.3063774683967 5 0.0005 50 100 0.5 5433 1 100 TCGA -99 1883.2953206643633 1879.3341187136857 5 0.0005 50 100 0.5 5433 1 100 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index 0c024b87e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs kappa seed depth first_layer dataset -0 5068.573537369021 4515.682131359925 5 0.0005 50 100 0.0 3855 1 100 TCGA -1 4143.491350734509 3907.342880172346 5 0.0005 50 100 0.0 3855 1 100 TCGA -2 3376.398685046985 3274.9303426311244 5 0.0005 50 100 0.0 3855 1 100 TCGA -3 2864.020657147317 2654.846384019708 5 0.0005 50 100 0.0 3855 1 100 TCGA -4 2531.1347697943843 2478.5994216688914 5 0.0005 50 100 0.0 3855 1 100 TCGA -5 2337.657776294482 2207.5331098853644 5 0.0005 50 100 0.0 3855 1 100 TCGA -6 2242.2328941327332 2259.9265590648556 5 0.0005 50 100 0.0 3855 1 100 TCGA -7 2178.352307075767 2146.721532467023 5 0.0005 50 100 0.0 3855 1 100 TCGA -8 2134.8446771566564 2091.5358984865734 5 0.0005 50 100 0.0 3855 1 100 TCGA -9 2098.4987635731177 2115.7866112790516 5 0.0005 50 100 0.0 3855 1 100 TCGA -10 2081.83326203595 2077.7387830264606 5 0.0005 50 100 0.0 3855 1 100 TCGA -11 2068.8669393398704 2045.4618042605607 5 0.0005 50 100 0.0 3855 1 100 TCGA -12 2051.4489019857824 2057.686271935851 5 0.0005 50 100 0.0 3855 1 100 TCGA -13 2041.3920985776567 2036.939417546718 5 0.0005 50 100 0.0 3855 1 100 TCGA -14 2030.1746131683224 2044.058399296286 5 0.0005 50 100 0.0 3855 1 100 TCGA -15 2026.4274579420835 2024.3549436636306 5 0.0005 50 100 0.0 3855 1 100 TCGA -16 2015.8492344437811 2015.075449881242 5 0.0005 50 100 0.0 3855 1 100 TCGA -17 2007.9094042074921 2005.7718456785883 5 0.0005 50 100 0.0 3855 1 100 TCGA -18 2002.5224731050175 2011.8676622860396 5 0.0005 50 100 0.0 3855 1 100 TCGA -19 1997.2490587273883 2000.2603489861417 5 0.0005 50 100 0.0 3855 1 100 TCGA -20 1989.821627136905 1988.482077747134 5 0.0005 50 100 0.0 3855 1 100 TCGA -21 1983.800565750049 1978.685714338293 5 0.0005 50 100 0.0 3855 1 100 TCGA -22 1977.9612281578754 1986.4200151146356 5 0.0005 50 100 0.0 3855 1 100 TCGA -23 1978.5732967982615 1971.6825024782113 5 0.0005 50 100 0.0 3855 1 100 TCGA -24 1969.8602509386292 1968.934107181415 5 0.0005 50 100 0.0 3855 1 100 TCGA -25 1966.391629399273 1967.3873260344692 5 0.0005 50 100 0.0 3855 1 100 TCGA -26 1964.882499346524 1964.616077212233 5 0.0005 50 100 0.0 3855 1 100 TCGA -27 1958.7699390594044 1953.349049937186 5 0.0005 50 100 0.0 3855 1 100 TCGA -28 1954.869005733149 1947.9888768795147 5 0.0005 50 100 0.0 3855 1 100 TCGA -29 1949.680671188605 1949.708321269433 5 0.0005 50 100 0.0 3855 1 100 TCGA -30 1946.2490508655096 1949.266854904405 5 0.0005 50 100 0.0 3855 1 100 TCGA -31 1944.0300542995565 1942.3512312539258 5 0.0005 50 100 0.0 3855 1 100 TCGA -32 1940.321275791322 1939.573799785058 5 0.0005 50 100 0.0 3855 1 100 TCGA -33 1936.1778033333494 1936.909493144433 5 0.0005 50 100 0.0 3855 1 100 TCGA -34 1933.822863713667 1932.865590771239 5 0.0005 50 100 0.0 3855 1 100 TCGA -35 1930.3203979042548 1935.0467903482256 5 0.0005 50 100 0.0 3855 1 100 TCGA -36 1929.054954613116 1927.120455794598 5 0.0005 50 100 0.0 3855 1 100 TCGA -37 1926.9240134309773 1928.2197572334328 5 0.0005 50 100 0.0 3855 1 100 TCGA -38 1924.6080348835233 1925.0536888544284 5 0.0005 50 100 0.0 3855 1 100 TCGA -39 1922.7143757161532 1919.3648399468043 5 0.0005 50 100 0.0 3855 1 100 TCGA -40 1921.0154991554407 1920.434662938717 5 0.0005 50 100 0.0 3855 1 100 TCGA -41 1919.3860448766386 1915.9009408615343 5 0.0005 50 100 0.0 3855 1 100 TCGA -42 1917.1189521851718 1919.0637685497802 5 0.0005 50 100 0.0 3855 1 100 TCGA -43 1915.014308714417 1914.0756823669126 5 0.0005 50 100 0.0 3855 1 100 TCGA -44 1912.925386439265 1911.4618772573806 5 0.0005 50 100 0.0 3855 1 100 TCGA -45 1911.5160409437917 1909.805795947511 5 0.0005 50 100 0.0 3855 1 100 TCGA -46 1910.0117140764742 1908.8450430865264 5 0.0005 50 100 0.0 3855 1 100 TCGA -47 1908.4924170477793 1908.9428557582837 5 0.0005 50 100 0.0 3855 1 100 TCGA -48 1907.6932833177966 1905.811106312814 5 0.0005 50 100 0.0 3855 1 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0.0 3855 1 100 TCGA -62 1894.3288272415266 1894.119674912649 5 0.0005 50 100 0.0 3855 1 100 TCGA -63 1894.0053233638355 1893.4086871123195 5 0.0005 50 100 0.0 3855 1 100 TCGA -64 1893.3903027583558 1893.4272344387955 5 0.0005 50 100 0.0 3855 1 100 TCGA -65 1892.714532613089 1891.734662079931 5 0.0005 50 100 0.0 3855 1 100 TCGA -66 1892.0400365690446 1891.5690157329616 5 0.0005 50 100 0.0 3855 1 100 TCGA -67 1891.7603829936638 1890.823413331305 5 0.0005 50 100 0.0 3855 1 100 TCGA -68 1891.3618683736763 1890.2628124754633 5 0.0005 50 100 0.0 3855 1 100 TCGA -69 1890.9232126775232 1890.517376923681 5 0.0005 50 100 0.0 3855 1 100 TCGA -70 1890.5162943633409 1889.9169234846106 5 0.0005 50 100 0.0 3855 1 100 TCGA -71 1889.97833023727 1889.8595001374058 5 0.0005 50 100 0.0 3855 1 100 TCGA -72 1889.6919199290692 1889.1752107706502 5 0.0005 50 100 0.0 3855 1 100 TCGA -73 1889.0503155461033 1888.3905562971106 5 0.0005 50 100 0.0 3855 1 100 TCGA -74 1888.8676167967224 1887.6391558623195 5 0.0005 50 100 0.0 3855 1 100 TCGA -75 1888.5794526219488 1888.2515955019237 5 0.0005 50 100 0.0 3855 1 100 TCGA -76 1888.2851599833705 1887.0534281514997 5 0.0005 50 100 0.0 3855 1 100 TCGA -77 1887.717120097676 1886.6716247251884 5 0.0005 50 100 0.0 3855 1 100 TCGA -78 1887.482069848145 1887.222775866638 5 0.0005 50 100 0.0 3855 1 100 TCGA -79 1886.9444088336013 1886.6396742010836 5 0.0005 50 100 0.0 3855 1 100 TCGA -80 1886.8612674645433 1885.9319945675643 5 0.0005 50 100 0.0 3855 1 100 TCGA -81 1886.4349267267464 1885.766457409116 5 0.0005 50 100 0.0 3855 1 100 TCGA -82 1886.2102356399857 1885.1536030985003 5 0.0005 50 100 0.0 3855 1 100 TCGA -83 1886.1902295297937 1885.4237330451083 5 0.0005 50 100 0.0 3855 1 100 TCGA -84 1885.6967147348555 1884.6559935910018 5 0.0005 50 100 0.0 3855 1 100 TCGA -85 1885.412071741536 1884.855518436911 5 0.0005 50 100 0.0 3855 1 100 TCGA -86 1885.2552211730392 1884.5801124764448 5 0.0005 50 100 0.0 3855 1 100 TCGA -87 1884.9583353680657 1884.3050524841 5 0.0005 50 100 0.0 3855 1 100 TCGA -88 1885.0540422400616 1884.2575088577653 5 0.0005 50 100 0.0 3855 1 100 TCGA -89 1884.6145703664567 1884.0885684526147 5 0.0005 50 100 0.0 3855 1 100 TCGA -90 1884.3954544007772 1883.986103613772 5 0.0005 50 100 0.0 3855 1 100 TCGA -91 1884.1167645254816 1883.548061965099 5 0.0005 50 100 0.0 3855 1 100 TCGA -92 1883.7317644611694 1883.4429201672424 5 0.0005 50 100 0.0 3855 1 100 TCGA -93 1883.8951185064425 1883.1083242138427 5 0.0005 50 100 0.0 3855 1 100 TCGA -94 1883.7026220714026 1883.4703583837154 5 0.0005 50 100 0.0 3855 1 100 TCGA -95 1883.259457744569 1882.6720093386857 5 0.0005 50 100 0.0 3855 1 100 TCGA -96 1883.1199100399433 1882.5177412943624 5 0.0005 50 100 0.0 3855 1 100 TCGA -97 1882.907328835049 1882.604064634697 5 0.0005 50 100 0.0 3855 1 100 TCGA -98 1883.0905440158378 1882.132992231666 5 0.0005 50 100 0.0 3855 1 100 TCGA -99 1882.5498356036223 1881.9157512415593 5 0.0005 50 100 0.0 3855 1 100 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index 2f51b98c7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs kappa seed depth first_layer dataset -0 5076.556938477108 4687.078343377041 5 0.0005 50 100 1.0 4520 1 100 TCGA -1 4162.854124409637 3773.310229124136 5 0.0005 50 100 1.0 4520 1 100 TCGA -2 3419.7091469264933 3044.727763573728 5 0.0005 50 100 1.0 4520 1 100 TCGA -3 2894.182230715534 2752.8681223500316 5 0.0005 50 100 1.0 4520 1 100 TCGA -4 2559.189310766408 2589.594152402638 5 0.0005 50 100 1.0 4520 1 100 TCGA -5 2360.2936818510016 2355.4962053921954 5 0.0005 50 100 1.0 4520 1 100 TCGA -6 2254.6402289629755 2170.557879730685 5 0.0005 50 100 1.0 4520 1 100 TCGA -7 2176.1263066523975 2204.6573431120446 5 0.0005 50 100 1.0 4520 1 100 TCGA -8 2135.9187149608197 2103.49425472087 5 0.0005 50 100 1.0 4520 1 100 TCGA -9 2107.0945906351153 2118.595647917321 5 0.0005 50 100 1.0 4520 1 100 TCGA -10 2085.0739025853018 2085.1505096282194 5 0.0005 50 100 1.0 4520 1 100 TCGA -11 2076.24915549526 2102.9514258303234 5 0.0005 50 100 1.0 4520 1 100 TCGA -12 2058.1093675060083 2046.9796749862594 5 0.0005 50 100 1.0 4520 1 100 TCGA -13 2051.4202194818495 2049.8887368973774 5 0.0005 50 100 1.0 4520 1 100 TCGA -14 2035.3008722951868 2019.3170969594064 5 0.0005 50 100 1.0 4520 1 100 TCGA -15 2031.0883530996675 2036.298550246349 5 0.0005 50 100 1.0 4520 1 100 TCGA -16 2023.098012991257 2015.4298617108982 5 0.0005 50 100 1.0 4520 1 100 TCGA -17 2012.620266740324 1998.4741057582837 5 0.0005 50 100 1.0 4520 1 100 TCGA -18 2005.4835722572318 1999.106683932357 5 0.0005 50 100 1.0 4520 1 100 TCGA -19 1996.7893401319552 1987.895242202222 5 0.0005 50 100 1.0 4520 1 100 TCGA -20 1990.696149183738 2008.1748568280857 5 0.0005 50 100 1.0 4520 1 100 TCGA -21 1985.4862947562985 1980.769044809006 5 0.0005 50 100 1.0 4520 1 100 TCGA -22 1978.570513706865 1973.165578870917 5 0.0005 50 100 1.0 4520 1 100 TCGA -23 1973.5155443782744 1974.0524000618327 5 0.0005 50 100 1.0 4520 1 100 TCGA -24 1970.2499185743736 1977.8457037384187 5 0.0005 50 100 1.0 4520 1 100 TCGA -25 1962.72676261683 1959.9551143167007 5 0.0005 50 100 1.0 4520 1 100 TCGA -26 1959.098246367785 1960.139569919912 5 0.0005 50 100 1.0 4520 1 100 TCGA -27 1957.1116974425377 1952.602134819606 5 0.0005 50 100 1.0 4520 1 100 TCGA -28 1951.3925087306366 1951.7954451211133 5 0.0005 50 100 1.0 4520 1 100 TCGA -29 1949.0213549196992 1947.8450252973853 5 0.0005 50 100 1.0 4520 1 100 TCGA -30 1944.269948815219 1945.4460584170854 5 0.0005 50 100 1.0 4520 1 100 TCGA -31 1941.6515931790395 1939.923817696883 5 0.0005 50 100 1.0 4520 1 100 TCGA -32 1937.9133320674391 1933.9323147721027 5 0.0005 50 100 1.0 4520 1 100 TCGA -33 1935.325241911503 1931.9133362123116 5 0.0005 50 100 1.0 4520 1 100 TCGA -34 1931.8584300485197 1929.7060276970792 5 0.0005 50 100 1.0 4520 1 100 TCGA -35 1930.3801573514804 1927.1338007174545 5 0.0005 50 100 1.0 4520 1 100 TCGA -36 1927.521625493677 1922.744051679295 5 0.0005 50 100 1.0 4520 1 100 TCGA -37 1924.5029510385637 1927.401762842533 5 0.0005 50 100 1.0 4520 1 100 TCGA -38 1923.15248620397 1925.7696815375707 5 0.0005 50 100 1.0 4520 1 100 TCGA -39 1920.9317175678568 1917.3159050869583 5 0.0005 50 100 1.0 4520 1 100 TCGA -40 1918.5337166541894 1918.9200703223146 5 0.0005 50 100 1.0 4520 1 100 TCGA -41 1916.6443584249253 1916.145543390782 5 0.0005 50 100 1.0 4520 1 100 TCGA -42 1915.3833119268595 1913.3307387768923 5 0.0005 50 100 1.0 4520 1 100 TCGA -43 1913.465301401262 1911.308768574317 5 0.0005 50 100 1.0 4520 1 100 TCGA -44 1911.8067613872704 1911.419084558535 5 0.0005 50 100 1.0 4520 1 100 TCGA -45 1910.4763738966665 1908.5395495544126 5 0.0005 50 100 1.0 4520 1 100 TCGA -46 1908.4604608412499 1905.2051609365185 5 0.0005 50 100 1.0 4520 1 100 TCGA -47 1906.9809016983402 1905.1241847666065 5 0.0005 50 100 1.0 4520 1 100 TCGA -48 1906.097579579652 1904.0422982834093 5 0.0005 50 100 1.0 4520 1 100 TCGA -49 1904.9641723837194 1902.91286694704 5 0.0005 50 100 1.0 4520 1 100 TCGA -50 1903.1950346227868 1900.7462912708072 5 0.0005 50 100 1.0 4520 1 100 TCGA -51 1902.3744162725463 1901.813899207954 5 0.0005 50 100 1.0 4520 1 100 TCGA -52 1900.9952673125924 1899.646366598618 5 0.0005 50 100 1.0 4520 1 100 TCGA -53 1900.0229187658927 1899.379519055237 5 0.0005 50 100 1.0 4520 1 100 TCGA -54 1899.566840152121 1899.2104160941426 5 0.0005 50 100 1.0 4520 1 100 TCGA -55 1898.5316889980354 1896.972205387288 5 0.0005 50 100 1.0 4520 1 100 TCGA -56 1897.5653490794 1896.9546303293812 5 0.0005 50 100 1.0 4520 1 100 TCGA -57 1896.4675304959137 1896.053397480567 5 0.0005 50 100 1.0 4520 1 100 TCGA -58 1896.3769357661902 1896.177682847833 5 0.0005 50 100 1.0 4520 1 100 TCGA -59 1895.7685413754457 1894.4938382096027 5 0.0005 50 100 1.0 4520 1 100 TCGA -60 1894.9027740822557 1895.291580583582 5 0.0005 50 100 1.0 4520 1 100 TCGA -61 1894.4475275059472 1894.2558839117462 5 0.0005 50 100 1.0 4520 1 100 TCGA -62 1893.5482676834224 1892.678759397574 5 0.0005 50 100 1.0 4520 1 100 TCGA -63 1893.223638984824 1892.706239939934 5 0.0005 50 100 1.0 4520 1 100 TCGA -64 1892.4215469811695 1891.1503311233903 5 0.0005 50 100 1.0 4520 1 100 TCGA -65 1891.9505905864999 1891.340009373037 5 0.0005 50 100 1.0 4520 1 100 TCGA -66 1891.1216517526238 1890.5627373930197 5 0.0005 50 100 1.0 4520 1 100 TCGA -67 1891.2841018589895 1890.117679461762 5 0.0005 50 100 1.0 4520 1 100 TCGA -68 1890.3984784580712 1889.606420162335 5 0.0005 50 100 1.0 4520 1 100 TCGA -69 1890.0005529067096 1889.4646002227937 5 0.0005 50 100 1.0 4520 1 100 TCGA -70 1889.7530058400814 1888.506818148359 5 0.0005 50 100 1.0 4520 1 100 TCGA -71 1889.3530314722582 1888.8411030985003 5 0.0005 50 100 1.0 4520 1 100 TCGA -72 1888.9084068253205 1888.4481348392353 5 0.0005 50 100 1.0 4520 1 100 TCGA -73 1888.610352870542 1887.9313762415593 5 0.0005 50 100 1.0 4520 1 100 TCGA -74 1888.2824980902583 1887.2674174093122 5 0.0005 50 100 1.0 4520 1 100 TCGA -75 1888.0397936683346 1887.507053701123 5 0.0005 50 100 1.0 4520 1 100 TCGA -76 1887.6965382990393 1886.6862958591787 5 0.0005 50 100 1.0 4520 1 100 TCGA -77 1887.2515021229524 1886.408655827968 5 0.0005 50 100 1.0 4520 1 100 TCGA -78 1887.0889401244776 1886.5551960240657 5 0.0005 50 100 1.0 4520 1 100 TCGA -79 1886.8646599264705 1886.6185413149733 5 0.0005 50 100 1.0 4520 1 100 TCGA -80 1886.2888674927099 1884.8817868640076 5 0.0005 50 100 1.0 4520 1 100 TCGA -81 1886.3504345997435 1885.7450717945194 5 0.0005 50 100 1.0 4520 1 100 TCGA -82 1885.9173331641236 1885.5336674829225 5 0.0005 50 100 1.0 4520 1 100 TCGA -83 1885.7324551483232 1884.596927508637 5 0.0005 50 100 1.0 4520 1 100 TCGA -84 1885.539305155452 1884.081910406525 5 0.0005 50 100 1.0 4520 1 100 TCGA -85 1885.094787727098 1884.2076630712154 5 0.0005 50 100 1.0 4520 1 100 TCGA -86 1885.0609372302163 1883.674829837665 5 0.0005 50 100 1.0 4520 1 100 TCGA -87 1885.0483411381667 1883.602080838764 5 0.0005 50 100 1.0 4520 1 100 TCGA -88 1884.756357330312 1883.531483712508 5 0.0005 50 100 1.0 4520 1 100 TCGA -89 1884.6062829790137 1883.916676890311 5 0.0005 50 100 1.0 4520 1 100 TCGA -90 1884.309337767124 1883.4301745544126 5 0.0005 50 100 1.0 4520 1 100 TCGA -91 1884.25324079716 1882.9804325582993 5 0.0005 50 100 1.0 4520 1 100 TCGA -92 1884.0344877450616 1883.026819890468 5 0.0005 50 100 1.0 4520 1 100 TCGA -93 1883.8999273191805 1882.9369430158606 5 0.0005 50 100 1.0 4520 1 100 TCGA -94 1883.6696974640115 1882.8416073286353 5 0.0005 50 100 1.0 4520 1 100 TCGA -95 1883.3891492831492 1882.5224032761464 5 0.0005 50 100 1.0 4520 1 100 TCGA -96 1883.2880086948835 1882.252232843907 5 0.0005 50 100 1.0 4520 1 100 TCGA -97 1883.255484471032 1882.0920759804883 5 0.0005 50 100 1.0 4520 1 100 TCGA -98 1883.0105241123408 1882.1414831726995 5 0.0005 50 100 1.0 4520 1 100 TCGA -99 1882.8906844750434 1881.5617546963333 5 0.0005 50 100 1.0 4520 1 100 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 4899ece56..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs kappa seed depth first_layer dataset -0 5087.332807682044 4759.81452182789 5 0.0005 50 50 0.5 9174 1 100 TCGA -1 4184.970824500415 3878.409633617305 5 0.0005 50 50 0.5 9174 1 100 TCGA -2 3446.1348909790436 2997.2761635325064 5 0.0005 50 50 0.5 9174 1 100 TCGA -3 2944.5137294288565 2710.4524060733356 5 0.0005 50 50 0.5 9174 1 100 TCGA -4 2601.7885214610483 2455.028276146357 5 0.0005 50 50 0.5 9174 1 100 TCGA -5 2386.4336606509078 2349.3608300290516 5 0.0005 50 50 0.5 9174 1 100 TCGA -6 2261.7410999446697 2265.466233756674 5 0.0005 50 50 0.5 9174 1 100 TCGA -7 2176.293308105196 2190.290106538552 5 0.0005 50 50 0.5 9174 1 100 TCGA -8 2131.3445381499228 2114.062228868954 5 0.0005 50 50 0.5 9174 1 100 TCGA -9 2101.3790202949285 2069.4956275518216 5 0.0005 50 50 0.5 9174 1 100 TCGA -10 2078.323439265857 2063.034447138034 5 0.0005 50 50 0.5 9174 1 100 TCGA -11 2065.197565507298 2044.643200131517 5 0.0005 50 50 0.5 9174 1 100 TCGA -12 2047.5908744327457 2034.0185227897298 5 0.0005 50 50 0.5 9174 1 100 TCGA -13 2042.5512727741045 2027.5031787354742 5 0.0005 50 50 0.5 9174 1 100 TCGA -14 2038.0409706201733 2026.380774109807 5 0.0005 50 50 0.5 9174 1 100 TCGA -15 2025.8523278136859 2026.289678985749 5 0.0005 50 50 0.5 9174 1 100 TCGA -16 2022.2324179781242 2004.7483768942368 5 0.0005 50 50 0.5 9174 1 100 TCGA -17 2021.129345643173 1997.9767747428548 5 0.0005 50 50 0.5 9174 1 100 TCGA -18 2006.0496686919882 1997.1204177626414 5 0.0005 50 50 0.5 9174 1 100 TCGA -19 1999.600187475147 2002.8423943447708 5 0.0005 50 50 0.5 9174 1 100 TCGA -20 1993.5852671828782 1986.0186049878298 5 0.0005 50 50 0.5 9174 1 100 TCGA -21 1987.5635454254711 1980.553671678706 5 0.0005 50 50 0.5 9174 1 100 TCGA -22 1983.4782819895888 1971.4266283811637 5 0.0005 50 50 0.5 9174 1 100 TCGA -23 1977.5056576912446 1971.223987368483 5 0.0005 50 50 0.5 9174 1 100 TCGA -24 1972.2812875925877 1969.0252084396593 5 0.0005 50 50 0.5 9174 1 100 TCGA -25 1967.749646828608 1956.3810961546012 5 0.0005 50 50 0.5 9174 1 100 TCGA -26 1963.0268240076102 1956.7812315974404 5 0.0005 50 50 0.5 9174 1 100 TCGA -27 1959.67709372046 1952.9880874097048 5 0.0005 50 50 0.5 9174 1 100 TCGA -28 1956.0534452414297 1951.5730526411353 5 0.0005 50 50 0.5 9174 1 100 TCGA -29 1951.8948948857294 1945.3817488320508 5 0.0005 50 50 0.5 9174 1 100 TCGA -30 1948.9862092839167 1949.8437886453753 5 0.0005 50 50 0.5 9174 1 100 TCGA -31 1945.0966531587692 1941.030925501531 5 0.0005 50 50 0.5 9174 1 100 TCGA -32 1942.0657113525854 1937.5045466590766 5 0.0005 50 50 0.5 9174 1 100 TCGA -33 1938.9959968458743 1937.1063398044912 5 0.0005 50 50 0.5 9174 1 100 TCGA -34 1936.3708251380856 1935.2317348461056 5 0.0005 50 50 0.5 9174 1 100 TCGA -35 1933.0820202406449 1930.2625106734847 5 0.0005 50 50 0.5 9174 1 100 TCGA -36 1931.7101523340486 1930.103968327968 5 0.0005 50 50 0.5 9174 1 100 TCGA -37 1928.1121891028968 1930.5422547306846 5 0.0005 50 50 0.5 9174 1 100 TCGA -38 1926.1386949973707 1925.6215538139918 5 0.0005 50 50 0.5 9174 1 100 TCGA -39 1922.9793311075541 1919.104442500589 5 0.0005 50 50 0.5 9174 1 100 TCGA -40 1920.4461257343567 1917.4757724167714 5 0.0005 50 50 0.5 9174 1 100 TCGA -41 1919.0464480059768 1916.631873356038 5 0.0005 50 50 0.5 9174 1 100 TCGA -42 1918.296142796132 1915.1677528266332 5 0.0005 50 50 0.5 9174 1 100 TCGA -43 1915.7198106587125 1911.2346878435144 5 0.0005 50 50 0.5 9174 1 100 TCGA -44 1913.1842864673442 1909.67266446981 5 0.0005 50 50 0.5 9174 1 100 TCGA -45 1911.900828096986 1908.501108447511 5 0.0005 50 50 0.5 9174 1 100 TCGA -46 1910.2037003205576 1906.9914201132617 5 0.0005 50 50 0.5 9174 1 100 TCGA -47 1909.695203278477 1904.9817047885913 5 0.0005 50 50 0.5 9174 1 100 TCGA -48 1906.8407847364774 1904.6070305138976 5 0.0005 50 50 0.5 9174 1 100 TCGA -49 1905.5260300805012 1902.4335176860866 5 0.0005 50 50 0.5 9174 1 100 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 880ae8c97..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs kappa seed depth first_layer dataset -0 5078.828678846865 4552.897662138819 5 0.0005 50 50 0.0 8908 1 100 TCGA -1 4132.193188838999 3690.406419303549 5 0.0005 50 50 0.0 8908 1 100 TCGA -2 3378.780687569108 3191.924713901539 5 0.0005 50 50 0.0 8908 1 100 TCGA -3 2850.471772476743 2936.716843494818 5 0.0005 50 50 0.0 8908 1 100 TCGA -4 2531.487873794857 2639.629735592023 5 0.0005 50 50 0.0 8908 1 100 TCGA -5 2347.102018815969 2340.172305619896 5 0.0005 50 50 0.0 8908 1 100 TCGA -6 2239.353061652607 2261.1171175702734 5 0.0005 50 50 0.0 8908 1 100 TCGA -7 2174.536121585138 2108.446385982648 5 0.0005 50 50 0.0 8908 1 100 TCGA -8 2135.606008399157 2125.30815576908 5 0.0005 50 50 0.0 8908 1 100 TCGA -9 2104.9253194702296 2099.868208228643 5 0.0005 50 50 0.0 8908 1 100 TCGA -10 2079.4570117656217 2057.564196716002 5 0.0005 50 50 0.0 8908 1 100 TCGA -11 2059.7442140116173 2046.6020458739008 5 0.0005 50 50 0.0 8908 1 100 TCGA -12 2053.625669267963 2050.2113018706814 5 0.0005 50 50 0.0 8908 1 100 TCGA -13 2040.5996378794193 2026.0154250255182 5 0.0005 50 50 0.0 8908 1 100 TCGA -14 2031.0258609206699 2040.490369940523 5 0.0005 50 50 0.0 8908 1 100 TCGA -15 2024.8893464023824 2001.5485686489087 5 0.0005 50 50 0.0 8908 1 100 TCGA -16 2016.2977864737754 2006.280189399144 5 0.0005 50 50 0.0 8908 1 100 TCGA -17 2010.4893061146831 2003.3844656632773 5 0.0005 50 50 0.0 8908 1 100 TCGA -18 2004.4179936028017 2011.9344053028815 5 0.0005 50 50 0.0 8908 1 100 TCGA -19 1997.2532269809644 1995.4446426468278 5 0.0005 50 50 0.0 8908 1 100 TCGA -20 1993.3990264459972 1985.4020916349325 5 0.0005 50 50 0.0 8908 1 100 TCGA -21 1985.8399356944658 1984.0426878042556 5 0.0005 50 50 0.0 8908 1 100 TCGA -22 1981.981032339054 1976.1423063805355 5 0.0005 50 50 0.0 8908 1 100 TCGA -23 1976.7800307956734 1982.6173617108982 5 0.0005 50 50 0.0 8908 1 100 TCGA -24 1971.7131353106427 1966.8394560694096 5 0.0005 50 50 0.0 8908 1 100 TCGA -25 1967.4591696264754 1964.669916354232 5 0.0005 50 50 0.0 8908 1 100 TCGA -26 1963.3591291153186 1961.6732269747174 5 0.0005 50 50 0.0 8908 1 100 TCGA -27 1959.4059241884906 1954.321379848461 5 0.0005 50 50 0.0 8908 1 100 TCGA -28 1954.5384281812894 1950.8862525518216 5 0.0005 50 50 0.0 8908 1 100 TCGA -29 1951.9272780726565 1942.6909652019865 5 0.0005 50 50 0.0 8908 1 100 TCGA -30 1947.7752791552793 1946.2830098981235 5 0.0005 50 50 0.0 8908 1 100 TCGA -31 1945.3548117040564 1938.4988069007145 5 0.0005 50 50 0.0 8908 1 100 TCGA -32 1941.4605857456538 1936.2392835760836 5 0.0005 50 50 0.0 8908 1 100 TCGA -33 1938.59198940246 1938.1034493757852 5 0.0005 50 50 0.0 8908 1 100 TCGA -34 1935.9088497474825 1933.13649975954 5 0.0005 50 50 0.0 8908 1 100 TCGA -35 1934.2822283201817 1928.9741235474246 5 0.0005 50 50 0.0 8908 1 100 TCGA -36 1930.0828306136593 1926.3788228250628 5 0.0005 50 50 0.0 8908 1 100 TCGA -37 1926.9250513760821 1924.8905851277873 5 0.0005 50 50 0.0 8908 1 100 TCGA -38 1924.5417842360423 1920.0957908438677 5 0.0005 50 50 0.0 8908 1 100 TCGA -39 1922.7731711771594 1919.2611838489322 5 0.0005 50 50 0.0 8908 1 100 TCGA -40 1919.5681241726634 1915.5463192426978 5 0.0005 50 50 0.0 8908 1 100 TCGA -41 1918.0540446926407 1912.7733546884815 5 0.0005 50 50 0.0 8908 1 100 TCGA -42 1916.5323602825633 1914.7389504897535 5 0.0005 50 50 0.0 8908 1 100 TCGA -43 1914.7517623552214 1911.422005044755 5 0.0005 50 50 0.0 8908 1 100 TCGA -44 1912.224306236222 1909.8535217591866 5 0.0005 50 50 0.0 8908 1 100 TCGA -45 1910.6544512784803 1913.9863538885836 5 0.0005 50 50 0.0 8908 1 100 TCGA -46 1909.7476637003904 1906.0663179177136 5 0.0005 50 50 0.0 8908 1 100 TCGA -47 1908.107044545704 1906.1378873125393 5 0.0005 50 50 0.0 8908 1 100 TCGA -48 1907.3317410826403 1904.779295034744 5 0.0005 50 50 0.0 8908 1 100 TCGA -49 1906.0288745817536 1900.8202247811323 5 0.0005 50 50 0.0 8908 1 100 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index a3ed71506..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0005lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss num_components learning_rate batch_size epochs kappa seed depth first_layer dataset -0 5086.2401461366535 4647.986605390232 5 0.0005 50 50 1.0 8030 1 100 TCGA -1 4187.6670712423 3893.295162335113 5 0.0005 50 50 1.0 8030 1 100 TCGA -2 3463.553996744719 3133.252706403109 5 0.0005 50 50 1.0 8030 1 100 TCGA -3 2945.6425156659852 2572.6273763838726 5 0.0005 50 50 1.0 8030 1 100 TCGA -4 2563.5234451847477 2401.5864871231156 5 0.0005 50 50 1.0 8030 1 100 TCGA -5 2372.5998027199867 2274.923501786275 5 0.0005 50 50 1.0 8030 1 100 TCGA -6 2252.3982546738525 2266.4219437028896 5 0.0005 50 50 1.0 8030 1 100 TCGA -7 2180.3717150155394 2130.246909596812 5 0.0005 50 50 1.0 8030 1 100 TCGA -8 2137.392081068967 2116.1304876432946 5 0.0005 50 50 1.0 8030 1 100 TCGA -9 2105.6863918430054 2104.019040515075 5 0.0005 50 50 1.0 8030 1 100 TCGA -10 2085.508221658323 2060.0142251786274 5 0.0005 50 50 1.0 8030 1 100 TCGA -11 2071.190374599848 2063.5842383303234 5 0.0005 50 50 1.0 8030 1 100 TCGA -12 2054.591132035305 2049.869814158684 5 0.0005 50 50 1.0 8030 1 100 TCGA -13 2043.4771951427815 2037.4055611308495 5 0.0005 50 50 1.0 8030 1 100 TCGA -14 2036.2169924409332 2034.0886905229272 5 0.0005 50 50 1.0 8030 1 100 TCGA -15 2025.1377198927928 2010.5604297120367 5 0.0005 50 50 1.0 8030 1 100 TCGA -16 2015.2817050351775 2018.1456961320273 5 0.0005 50 50 1.0 8030 1 100 TCGA -17 2011.0956742390683 1993.2811549201083 5 0.0005 50 50 1.0 8030 1 100 TCGA -18 2003.631237630826 2005.0799591217808 5 0.0005 50 50 1.0 8030 1 100 TCGA -19 1997.474158454705 1991.5594605105607 5 0.0005 50 50 1.0 8030 1 100 TCGA -20 1991.5671835540727 1986.8151880005496 5 0.0005 50 50 1.0 8030 1 100 TCGA -21 1987.5318382647251 1972.2846066268844 5 0.0005 50 50 1.0 8030 1 100 TCGA -22 1979.4455717239866 1972.9848902716708 5 0.0005 50 50 1.0 8030 1 100 TCGA -23 1972.9028447165342 1976.6720007508245 5 0.0005 50 50 1.0 8030 1 100 TCGA -24 1969.9473455927046 1970.9008187912218 5 0.0005 50 50 1.0 8030 1 100 TCGA -25 1964.6536124827992 1955.9261137229114 5 0.0005 50 50 1.0 8030 1 100 TCGA -26 1961.7165439050902 1952.194638966316 5 0.0005 50 50 1.0 8030 1 100 TCGA -27 1957.5305884985376 1944.9688009137485 5 0.0005 50 50 1.0 8030 1 100 TCGA -28 1953.8144686171247 1953.9328588744504 5 0.0005 50 50 1.0 8030 1 100 TCGA -29 1949.995672996428 1940.2451454047582 5 0.0005 50 50 1.0 8030 1 100 TCGA -30 1947.3185907622137 1938.8071356538553 5 0.0005 50 50 1.0 8030 1 100 TCGA -31 1944.1658663310593 1936.844596517745 5 0.0005 50 50 1.0 8030 1 100 TCGA -32 1939.9756457259286 1940.189656166575 5 0.0005 50 50 1.0 8030 1 100 TCGA -33 1937.8949656562622 1928.6702199964668 5 0.0005 50 50 1.0 8030 1 100 TCGA -34 1934.5496496027476 1924.0763473127356 5 0.0005 50 50 1.0 8030 1 100 TCGA -35 1932.3210743937007 1926.8076411108275 5 0.0005 50 50 1.0 8030 1 100 TCGA -36 1930.2231208911126 1924.3529653884657 5 0.0005 50 50 1.0 8030 1 100 TCGA -37 1926.8403870235238 1921.4103709465296 5 0.0005 50 50 1.0 8030 1 100 TCGA -38 1924.7624974847438 1919.4705135786353 5 0.0005 50 50 1.0 8030 1 100 TCGA -39 1923.3331345290874 1918.3987773339354 5 0.0005 50 50 1.0 8030 1 100 TCGA -40 1922.0011238126247 1915.0101643471262 5 0.0005 50 50 1.0 8030 1 100 TCGA -41 1918.929895901097 1915.927707997998 5 0.0005 50 50 1.0 8030 1 100 TCGA -42 1917.3532535396712 1912.0697923209798 5 0.0005 50 50 1.0 8030 1 100 TCGA -43 1914.6565570220282 1910.7191695783606 5 0.0005 50 50 1.0 8030 1 100 TCGA -44 1914.2287852043205 1907.7117472126256 5 0.0005 50 50 1.0 8030 1 100 TCGA -45 1913.1583665757723 1906.2946611720713 5 0.0005 50 50 1.0 8030 1 100 TCGA -46 1910.0941315123061 1905.272498356038 5 0.0005 50 50 1.0 8030 1 100 TCGA -47 1909.899178914665 1906.7964732107805 5 0.0005 50 50 1.0 8030 1 100 TCGA -48 1908.3439543134652 1902.0626803450848 5 0.0005 50 50 1.0 8030 1 100 TCGA -49 1907.2189972881015 1901.5917655906485 5 0.0005 50 50 1.0 8030 1 100 TCGA diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index a961208f0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4839.745249463267 4530.52398957679 100 TCGA 1 100 100 0.5 0.0015 5 8311 -1 3579.69648592285 3544.57993213136 100 TCGA 1 100 100 0.5 0.0015 5 8311 -2 2815.5953793028048 2982.202617089353 100 TCGA 1 100 100 0.5 0.0015 5 8311 -3 2427.310840067207 2635.3312693840294 100 TCGA 1 100 100 0.5 0.0015 5 8311 -4 2255.1528444304 2171.38425894119 100 TCGA 1 100 100 0.5 0.0015 5 8311 -5 2141.9197101356704 2208.294768520336 100 TCGA 1 100 100 0.5 0.0015 5 8311 -6 2101.031378624149 2076.636032947943 100 TCGA 1 100 100 0.5 0.0015 5 8311 -7 2076.538762890211 2074.4504136895416 100 TCGA 1 100 100 0.5 0.0015 5 8311 -8 2062.240489865616 2068.379893854036 100 TCGA 1 100 100 0.5 0.0015 5 8311 -9 2045.825714441745 2072.6769222086996 100 TCGA 1 100 100 0.5 0.0015 5 8311 -10 2027.4701811616635 2043.7510722558104 100 TCGA 1 100 100 0.5 0.0015 5 8311 -11 2022.932928910305 2019.4239446745446 100 TCGA 1 100 100 0.5 0.0015 5 8311 -12 2011.3346504954864 2001.5852271611966 100 TCGA 1 100 100 0.5 0.0015 5 8311 -13 2003.3487675953475 2009.6712057602465 100 TCGA 1 100 100 0.5 0.0015 5 8311 -14 1999.1359227790751 1999.8689903374293 100 TCGA 1 100 100 0.5 0.0015 5 8311 -15 1989.3354681308601 2001.1919570999528 100 TCGA 1 100 100 0.5 0.0015 5 8311 -16 1984.096887802463 1993.7003081815326 100 TCGA 1 100 100 0.5 0.0015 5 8311 -17 1979.6507052500235 1973.9635475963803 100 TCGA 1 100 100 0.5 0.0015 5 8311 -18 1975.2024761565708 1973.9082239812342 100 TCGA 1 100 100 0.5 0.0015 5 8311 -19 1971.2879263563525 1965.2386351925643 100 TCGA 1 100 100 0.5 0.0015 5 8311 -20 1967.8656381376488 1984.1792752826634 100 TCGA 1 100 100 0.5 0.0015 5 8311 -21 1963.4788434939508 1965.4465301360317 100 TCGA 1 100 100 0.5 0.0015 5 8311 -22 1957.8490161914913 1956.6785428607884 100 TCGA 1 100 100 0.5 0.0015 5 8311 -23 1956.1217405359878 1958.802855218475 100 TCGA 1 100 100 0.5 0.0015 5 8311 -24 1951.8326774500938 1954.4477845771828 100 TCGA 1 100 100 0.5 0.0015 5 8311 -25 1949.7252080359353 1948.4803926860866 100 TCGA 1 100 100 0.5 0.0015 5 8311 -26 1944.7830192360684 1947.8551828969064 100 TCGA 1 100 100 0.5 0.0015 5 8311 -27 1943.1519057602472 1945.217094383048 100 TCGA 1 100 100 0.5 0.0015 5 8311 -28 1941.5176042722185 1947.2677695116206 100 TCGA 1 100 100 0.5 0.0015 5 8311 -29 1938.674531524689 1936.6178297493327 100 TCGA 1 100 100 0.5 0.0015 5 8311 -30 1936.1069698510446 1932.588726714628 100 TCGA 1 100 100 0.5 0.0015 5 8311 -31 1934.8636336447419 1933.8048850208072 100 TCGA 1 100 100 0.5 0.0015 5 8311 -32 1932.218683780364 1926.353631561126 100 TCGA 1 100 100 0.5 0.0015 5 8311 -33 1929.095431856125 1927.2668665593592 100 TCGA 1 100 100 0.5 0.0015 5 8311 -34 1926.8843720405546 1927.2329132233433 100 TCGA 1 100 100 0.5 0.0015 5 8311 -35 1924.1057267613223 1927.5466406740734 100 TCGA 1 100 100 0.5 0.0015 5 8311 -36 1923.4738775662697 1924.6583104732647 100 TCGA 1 100 100 0.5 0.0015 5 8311 -37 1921.3824289983797 1923.6628246211526 100 TCGA 1 100 100 0.5 0.0015 5 8311 -38 1918.4942136709813 1917.6751598569017 100 TCGA 1 100 100 0.5 0.0015 5 8311 -39 1917.8862962659973 1918.5159353898398 100 TCGA 1 100 100 0.5 0.0015 5 8311 -40 1916.3883282414158 1915.518848515036 100 TCGA 1 100 100 0.5 0.0015 5 8311 -41 1914.3607284012803 1912.6374910440877 100 TCGA 1 100 100 0.5 0.0015 5 8311 -42 1912.5180805630816 1916.1987740214745 100 TCGA 1 100 100 0.5 0.0015 5 8311 -43 1912.2083297407592 1913.7662359649812 100 TCGA 1 100 100 0.5 0.0015 5 8311 -44 1910.663019309101 1912.875709111966 100 TCGA 1 100 100 0.5 0.0015 5 8311 -45 1909.6956254899708 1909.478092979546 100 TCGA 1 100 100 0.5 0.0015 5 8311 -46 1907.7405787579835 1909.182920216316 100 TCGA 1 100 100 0.5 0.0015 5 8311 -47 1907.0550938514823 1907.9430673877198 100 TCGA 1 100 100 0.5 0.0015 5 8311 -48 1906.2726896132513 1907.9187281622958 100 TCGA 1 100 100 0.5 0.0015 5 8311 -49 1904.9238714402723 1904.217026906996 100 TCGA 1 100 100 0.5 0.0015 5 8311 -50 1903.9872222399656 1906.0987420010208 100 TCGA 1 100 100 0.5 0.0015 5 8311 -51 1903.0012613478111 1902.967594932671 100 TCGA 1 100 100 0.5 0.0015 5 8311 -52 1902.4463899180032 1905.2114693339745 100 TCGA 1 100 100 0.5 0.0015 5 8311 -53 1901.8084752768036 1902.1481994935616 100 TCGA 1 100 100 0.5 0.0015 5 8311 -54 1900.6620452128054 1903.3110020316426 100 TCGA 1 100 100 0.5 0.0015 5 8311 -55 1900.0287636161743 1900.6377235297582 100 TCGA 1 100 100 0.5 0.0015 5 8311 -56 1898.8211312662852 1901.186885354507 100 TCGA 1 100 100 0.5 0.0015 5 8311 -57 1897.6852399756006 1898.5673914003612 100 TCGA 1 100 100 0.5 0.0015 5 8311 -58 1897.5738377554605 1897.4067296933888 100 TCGA 1 100 100 0.5 0.0015 5 8311 -59 1896.9669730383073 1896.7189131693624 100 TCGA 1 100 100 0.5 0.0015 5 8311 -60 1896.0125181136593 1896.6157251099246 100 TCGA 1 100 100 0.5 0.0015 5 8311 -61 1895.7083264979044 1896.400250152128 100 TCGA 1 100 100 0.5 0.0015 5 8311 -62 1895.4090390865897 1895.9821642391646 100 TCGA 1 100 100 0.5 0.0015 5 8311 -63 1894.6864067219851 1894.758812372409 100 TCGA 1 100 100 0.5 0.0015 5 8311 -64 1894.0810310746133 1894.8785418793184 100 TCGA 1 100 100 0.5 0.0015 5 8311 -65 1893.2515283519235 1894.2524659429962 100 TCGA 1 100 100 0.5 0.0015 5 8311 -66 1893.1505645401098 1894.45004931886 100 TCGA 1 100 100 0.5 0.0015 5 8311 -67 1892.1599169600315 1892.2299872163553 100 TCGA 1 100 100 0.5 0.0015 5 8311 -68 1891.9285735521935 1892.5232792379868 100 TCGA 1 100 100 0.5 0.0015 5 8311 -69 1891.3260269412 1891.776661015036 100 TCGA 1 100 100 0.5 0.0015 5 8311 -70 1890.9766836029064 1892.2713340874293 100 TCGA 1 100 100 0.5 0.0015 5 8311 -71 1890.496055462515 1891.8442941023477 100 TCGA 1 100 100 0.5 0.0015 5 8311 -72 1890.2816739146738 1890.258853471459 100 TCGA 1 100 100 0.5 0.0015 5 8311 -73 1889.6964603751508 1891.1819485611652 100 TCGA 1 100 100 0.5 0.0015 5 8311 -74 1889.2321162972682 1889.6760634225816 100 TCGA 1 100 100 0.5 0.0015 5 8311 -75 1889.258580320767 1890.3285274026382 100 TCGA 1 100 100 0.5 0.0015 5 8311 -76 1888.3342260494205 1888.786327266214 100 TCGA 1 100 100 0.5 0.0015 5 8311 -77 1888.0730262379093 1889.2359993326006 100 TCGA 1 100 100 0.5 0.0015 5 8311 -78 1887.921484808289 1889.1365065071452 100 TCGA 1 100 100 0.5 0.0015 5 8311 -79 1887.6301079592624 1887.9012972577732 100 TCGA 1 100 100 0.5 0.0015 5 8311 -80 1887.0136773115503 1887.905218229821 100 TCGA 1 100 100 0.5 0.0015 5 8311 -81 1886.863192085124 1887.9610080431455 100 TCGA 1 100 100 0.5 0.0015 5 8311 -82 1886.6456987049073 1887.7357165466 100 TCGA 1 100 100 0.5 0.0015 5 8311 -83 1886.1687425932112 1887.2086200043184 100 TCGA 1 100 100 0.5 0.0015 5 8311 -84 1885.9147863105973 1886.2821590864478 100 TCGA 1 100 100 0.5 0.0015 5 8311 -85 1885.746849021737 1885.9146047620918 100 TCGA 1 100 100 0.5 0.0015 5 8311 -86 1885.44619031894 1886.1724387317447 100 TCGA 1 100 100 0.5 0.0015 5 8311 -87 1885.1981880400035 1885.4963213283213 100 TCGA 1 100 100 0.5 0.0015 5 8311 -88 1884.9422318562558 1885.7271243914886 100 TCGA 1 100 100 0.5 0.0015 5 8311 -89 1884.6002493210171 1885.9126363016253 100 TCGA 1 100 100 0.5 0.0015 5 8311 -90 1884.530008191069 1885.319546340099 100 TCGA 1 100 100 0.5 0.0015 5 8311 -91 1884.0588007340514 1884.5168248468908 100 TCGA 1 100 100 0.5 0.0015 5 8311 -92 1883.8170193539013 1884.2569138416693 100 TCGA 1 100 100 0.5 0.0015 5 8311 -93 1883.7682110539158 1884.5207237358668 100 TCGA 1 100 100 0.5 0.0015 5 8311 -94 1883.2717524418968 1883.472210908056 100 TCGA 1 100 100 0.5 0.0015 5 8311 -95 1882.9846225061085 1884.2449411363457 100 TCGA 1 100 100 0.5 0.0015 5 8311 -96 1882.9206013075407 1883.76153165731 100 TCGA 1 100 100 0.5 0.0015 5 8311 -97 1882.6974400170002 1882.8521108962782 100 TCGA 1 100 100 0.5 0.0015 5 8311 -98 1882.4870783553245 1882.71311881674 100 TCGA 1 100 100 0.5 0.0015 5 8311 -99 1882.2051188650642 1882.415687446019 100 TCGA 1 100 100 0.5 0.0015 5 8311 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index d79a185ed..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4859.68319877576 4588.884363222362 100 TCGA 1 100 100 0.0 0.0015 5 6669 -1 3591.640288533397 3570.391905818153 100 TCGA 1 100 100 0.0 0.0015 5 6669 -2 2766.348782065564 2654.37522819174 100 TCGA 1 100 100 0.0 0.0015 5 6669 -3 2394.4665269277925 2311.3596755751414 100 TCGA 1 100 100 0.0 0.0015 5 6669 -4 2234.3540046147727 2271.6381271592336 100 TCGA 1 100 100 0.0 0.0015 5 6669 -5 2151.1533884396977 2152.3989944841396 100 TCGA 1 100 100 0.0 0.0015 5 6669 -6 2105.0510840072657 2112.250527540044 100 TCGA 1 100 100 0.0 0.0015 5 6669 -7 2081.104649779333 2051.9315062863143 100 TCGA 1 100 100 0.0 0.0015 5 6669 -8 2058.629385320453 2073.7101118384894 100 TCGA 1 100 100 0.0 0.0015 5 6669 -9 2046.3893296022156 2092.108052469378 100 TCGA 1 100 100 0.0 0.0015 5 6669 -10 2034.2365886297778 2016.774250279719 100 TCGA 1 100 100 0.0 0.0015 5 6669 -11 2022.5780108460679 2010.7568028128926 100 TCGA 1 100 100 0.0 0.0015 5 6669 -12 2015.5020692954972 2006.2600563854428 100 TCGA 1 100 100 0.0 0.0015 5 6669 -13 2006.9697892122708 1995.4786567112908 100 TCGA 1 100 100 0.0 0.0015 5 6669 -14 2000.2245917981832 1999.42139592003 100 TCGA 1 100 100 0.0 0.0015 5 6669 -15 1993.8593516732476 1996.6963651264134 100 TCGA 1 100 100 0.0 0.0015 5 6669 -16 1985.7267098591283 1983.4088116363066 100 TCGA 1 100 100 0.0 0.0015 5 6669 -17 1983.77671534473 1975.7718076466315 100 TCGA 1 100 100 0.0 0.0015 5 6669 -18 1976.3019399710006 1977.5989904355763 100 TCGA 1 100 100 0.0 0.0015 5 6669 -19 1973.9526142912766 1976.9433225698806 100 TCGA 1 100 100 0.0 0.0015 5 6669 -20 1969.2160713475973 1962.747507066583 100 TCGA 1 100 100 0.0 0.0015 5 6669 -21 1967.1656259783065 1966.294585108158 100 TCGA 1 100 100 0.0 0.0015 5 6669 -22 1962.1734226727967 1954.1912240646593 100 TCGA 1 100 100 0.0 0.0015 5 6669 -23 1957.5662759907984 1952.7341032555355 100 TCGA 1 100 100 0.0 0.0015 5 6669 -24 1953.782791636727 1947.7051854732647 100 TCGA 1 100 100 0.0 0.0015 5 6669 -25 1953.2390570552743 1948.1076298239243 100 TCGA 1 100 100 0.0 0.0015 5 6669 -26 1948.7860933804782 1949.7021742010836 100 TCGA 1 100 100 0.0 0.0015 5 6669 -27 1944.5924588942291 1940.1523995710977 100 TCGA 1 100 100 0.0 0.0015 5 6669 -28 1941.1053565581312 1937.9030534753847 100 TCGA 1 100 100 0.0 0.0015 5 6669 -29 1940.8595284496996 1937.8327428156408 100 TCGA 1 100 100 0.0 0.0015 5 6669 -30 1937.154606649367 1936.132775081462 100 TCGA 1 100 100 0.0 0.0015 5 6669 -31 1935.1263339714035 1932.514869268216 100 TCGA 1 100 100 0.0 0.0015 5 6669 -32 1932.5557709676984 1935.6322217778345 100 TCGA 1 100 100 0.0 0.0015 5 6669 -33 1931.0501281145575 1931.1956216630026 100 TCGA 1 100 100 0.0 0.0015 5 6669 -34 1928.3753985713563 1924.7624830696452 100 TCGA 1 100 100 0.0 0.0015 5 6669 -35 1925.6313440182576 1923.314825470124 100 TCGA 1 100 100 0.0 0.0015 5 6669 -36 1925.535584443062 1918.2644288336212 100 TCGA 1 100 100 0.0 0.0015 5 6669 -37 1922.4117315279373 1920.4548781505182 100 TCGA 1 100 100 0.0 0.0015 5 6669 -38 1920.4460637658578 1917.6822245995604 100 TCGA 1 100 100 0.0 0.0015 5 6669 -39 1920.1373332164453 1914.5276265360003 100 TCGA 1 100 100 0.0 0.0015 5 6669 -40 1918.4058975780072 1913.7508281151854 100 TCGA 1 100 100 0.0 0.0015 5 6669 -41 1916.8375803328663 1911.6127242658606 100 TCGA 1 100 100 0.0 0.0015 5 6669 -42 1915.1027285242362 1913.648427071883 100 TCGA 1 100 100 0.0 0.0015 5 6669 -43 1913.4344613771111 1912.0574540181376 100 TCGA 1 100 100 0.0 0.0015 5 6669 -44 1912.6184331376792 1910.347686307514 100 TCGA 1 100 100 0.0 0.0015 5 6669 -45 1911.2396650360104 1907.586723289298 100 TCGA 1 100 100 0.0 0.0015 5 6669 -46 1910.1005329345403 1905.518755888819 100 TCGA 1 100 100 0.0 0.0015 5 6669 -47 1908.3398925290735 1906.1376511463568 100 TCGA 1 100 100 0.0 0.0015 5 6669 -48 1908.0159276346367 1905.39611018962 100 TCGA 1 100 100 0.0 0.0015 5 6669 -49 1906.3015231824318 1903.082628106352 100 TCGA 1 100 100 0.0 0.0015 5 6669 -50 1905.6849148453632 1903.742527947354 100 TCGA 1 100 100 0.0 0.0015 5 6669 -51 1904.747047462638 1900.7572150302292 100 TCGA 1 100 100 0.0 0.0015 5 6669 -52 1903.6604231723597 1901.088049500432 100 TCGA 1 100 100 0.0 0.0015 5 6669 -53 1902.3595318015578 1899.6502415642667 100 TCGA 1 100 100 0.0 0.0015 5 6669 -54 1901.4008121688473 1899.652015571019 100 TCGA 1 100 100 0.0 0.0015 5 6669 -55 1901.1548194923575 1898.59227595497 100 TCGA 1 100 100 0.0 0.0015 5 6669 -56 1900.2941258904498 1897.2692920167242 100 TCGA 1 100 100 0.0 0.0015 5 6669 -57 1899.569845270054 1896.4652222293107 100 TCGA 1 100 100 0.0 0.0015 5 6669 -58 1898.5406243977557 1896.75999381674 100 TCGA 1 100 100 0.0 0.0015 5 6669 -59 1897.7235243812524 1895.4591990715296 100 TCGA 1 100 100 0.0 0.0015 5 6669 -60 1896.8530232288672 1897.0085970624607 100 TCGA 1 100 100 0.0 0.0015 5 6669 -61 1896.4071080893036 1893.716518996349 100 TCGA 1 100 100 0.0 0.0015 5 6669 -62 1895.8867175918376 1893.6655126217022 100 TCGA 1 100 100 0.0 0.0015 5 6669 -63 1895.4487246643127 1892.575705063403 100 TCGA 1 100 100 0.0 0.0015 5 6669 -64 1894.7359840554018 1891.594295329185 100 TCGA 1 100 100 0.0 0.0015 5 6669 -65 1894.0091383233907 1891.9447463145807 100 TCGA 1 100 100 0.0 0.0015 5 6669 -66 1893.661709945241 1891.0272382419912 100 TCGA 1 100 100 0.0 0.0015 5 6669 -67 1893.280281285753 1890.9774685193545 100 TCGA 1 100 100 0.0 0.0015 5 6669 -68 1892.6983341183404 1890.303484586016 100 TCGA 1 100 100 0.0 0.0015 5 6669 -69 1892.0713381413332 1889.5893904336133 100 TCGA 1 100 100 0.0 0.0015 5 6669 -70 1891.5637525185261 1889.4669183318938 100 TCGA 1 100 100 0.0 0.0015 5 6669 -71 1891.3559252430996 1889.473454307671 100 TCGA 1 100 100 0.0 0.0015 5 6669 -72 1890.8073325929452 1888.2484327153345 100 TCGA 1 100 100 0.0 0.0015 5 6669 -73 1890.4725199683542 1888.2800176419205 100 TCGA 1 100 100 0.0 0.0015 5 6669 -74 1890.006208486011 1887.111996137916 100 TCGA 1 100 100 0.0 0.0015 5 6669 -75 1889.6799365185323 1887.05799137288 100 TCGA 1 100 100 0.0 0.0015 5 6669 -76 1888.9289519851502 1887.1113305786746 100 TCGA 1 100 100 0.0 0.0015 5 6669 -77 1888.696651076802 1886.4045397887876 100 TCGA 1 100 100 0.0 0.0015 5 6669 -78 1888.1998804013422 1886.3821113624765 100 TCGA 1 100 100 0.0 0.0015 5 6669 -79 1887.9049855728397 1886.299977671561 100 TCGA 1 100 100 0.0 0.0015 5 6669 -80 1887.6846119927195 1886.042484149262 100 TCGA 1 100 100 0.0 0.0015 5 6669 -81 1887.4929283696474 1885.2936042517274 100 TCGA 1 100 100 0.0 0.0015 5 6669 -82 1886.8788894089569 1885.7220906779994 100 TCGA 1 100 100 0.0 0.0015 5 6669 -83 1886.4299517108973 1884.9430379436244 100 TCGA 1 100 100 0.0 0.0015 5 6669 -84 1886.1584485191654 1884.3545130437342 100 TCGA 1 100 100 0.0 0.0015 5 6669 -85 1885.8812501389796 1883.708615710388 100 TCGA 1 100 100 0.0 0.0015 5 6669 -86 1885.4669461008134 1883.7046364635678 100 TCGA 1 100 100 0.0 0.0015 5 6669 -87 1885.3812529594454 1883.268939300997 100 TCGA 1 100 100 0.0 0.0015 5 6669 -88 1885.1290100622236 1883.0287816033292 100 TCGA 1 100 100 0.0 0.0015 5 6669 -89 1884.6938885870702 1882.8783940454225 100 TCGA 1 100 100 0.0 0.0015 5 6669 -90 1884.421496621545 1882.385063133048 100 TCGA 1 100 100 0.0 0.0015 5 6669 -91 1884.068543645444 1881.944570876845 100 TCGA 1 100 100 0.0 0.0015 5 6669 -92 1883.7535733668876 1881.524310394747 100 TCGA 1 100 100 0.0 0.0015 5 6669 -93 1883.568255113137 1881.6127954224246 100 TCGA 1 100 100 0.0 0.0015 5 6669 -94 1883.3744721232229 1881.1115084700848 100 TCGA 1 100 100 0.0 0.0015 5 6669 -95 1883.290916636182 1881.2078231734847 100 TCGA 1 100 100 0.0 0.0015 5 6669 -96 1882.6975050103465 1880.310042644865 100 TCGA 1 100 100 0.0 0.0015 5 6669 -97 1882.6343946042823 1880.570243183692 100 TCGA 1 100 100 0.0 0.0015 5 6669 -98 1882.2908205359572 1880.5155924888113 100 TCGA 1 100 100 0.0 0.0015 5 6669 -99 1881.7834414475624 1880.2777252964038 100 TCGA 1 100 100 0.0 0.0015 5 6669 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index 55f26f7a4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4836.848632212981 4284.507213803392 100 TCGA 1 100 100 1.0 0.0015 5 4677 -1 3561.2500508228895 3705.782150498587 100 TCGA 1 100 100 1.0 0.0015 5 4677 -2 2754.2459842559683 2799.3379752767746 100 TCGA 1 100 100 1.0 0.0015 5 4677 -3 2389.90761532354 2241.300476994347 100 TCGA 1 100 100 1.0 0.0015 5 4677 -4 2216.8960177854497 2189.1625019629396 100 TCGA 1 100 100 1.0 0.0015 5 4677 -5 2148.8237440669386 2238.397709985474 100 TCGA 1 100 100 1.0 0.0015 5 4677 -6 2101.046720732774 2260.7494430158604 100 TCGA 1 100 100 1.0 0.0015 5 4677 -7 2080.9991374688034 2050.08180305826 100 TCGA 1 100 100 1.0 0.0015 5 4677 -8 2060.558697058082 2062.3227244621544 100 TCGA 1 100 100 1.0 0.0015 5 4677 -9 2044.734670195147 2048.8218018804964 100 TCGA 1 100 100 1.0 0.0015 5 4677 -10 2031.294550867908 2032.99392163454 100 TCGA 1 100 100 1.0 0.0015 5 4677 -11 2022.0015398926707 2094.8187544166144 100 TCGA 1 100 100 1.0 0.0015 5 4677 -12 2012.8629979089856 2045.8978774487673 100 TCGA 1 100 100 1.0 0.0015 5 4677 -13 2007.0919219156583 2014.869309928549 100 TCGA 1 100 100 1.0 0.0015 5 4677 -14 2001.2703563657399 1994.4539672238143 100 TCGA 1 100 100 1.0 0.0015 5 4677 -15 1992.4944573755922 1980.6950475031408 100 TCGA 1 100 100 1.0 0.0015 5 4677 -16 1991.184112661238 1990.351674755614 100 TCGA 1 100 100 1.0 0.0015 5 4677 -17 1982.4346264901872 1972.9668404277245 100 TCGA 1 100 100 1.0 0.0015 5 4677 -18 1976.5407045698416 1974.4702393804962 100 TCGA 1 100 100 1.0 0.0015 5 4677 -19 1972.7220944867547 1978.0051741863615 100 TCGA 1 100 100 1.0 0.0015 5 4677 -20 1967.6880529884622 1962.696577982687 100 TCGA 1 100 100 1.0 0.0015 5 4677 -21 1965.5963074404929 1964.6600194576397 100 TCGA 1 100 100 1.0 0.0015 5 4677 -22 1961.0245719949692 1960.4165922385364 100 TCGA 1 100 100 1.0 0.0015 5 4677 -23 1959.4206033241057 1953.5428877787374 100 TCGA 1 100 100 1.0 0.0015 5 4677 -24 1955.4801003317414 1954.4253058505417 100 TCGA 1 100 100 1.0 0.0015 5 4677 -25 1950.5828457106463 1938.8355982794833 100 TCGA 1 100 100 1.0 0.0015 5 4677 -26 1948.4551896900987 1940.8672813530543 100 TCGA 1 100 100 1.0 0.0015 5 4677 -27 1945.0276467388983 1944.1066906799624 100 TCGA 1 100 100 1.0 0.0015 5 4677 -28 1940.744548802291 1936.4894921384266 100 TCGA 1 100 100 1.0 0.0015 5 4677 -29 1940.0552384037699 1940.123285494857 100 TCGA 1 100 100 1.0 0.0015 5 4677 -30 1938.0860518583138 1936.4739235729428 100 TCGA 1 100 100 1.0 0.0015 5 4677 -31 1935.0277408634342 1932.423125760639 100 TCGA 1 100 100 1.0 0.0015 5 4677 -32 1933.1483139308891 1931.122380088921 100 TCGA 1 100 100 1.0 0.0015 5 4677 -33 1930.7496919288128 1927.7427831295147 100 TCGA 1 100 100 1.0 0.0015 5 4677 -34 1929.00640454246 1929.5955491569173 100 TCGA 1 100 100 1.0 0.0015 5 4677 -35 1927.9197137464116 1925.195132768334 100 TCGA 1 100 100 1.0 0.0015 5 4677 -36 1924.878505117061 1922.6899886394865 100 TCGA 1 100 100 1.0 0.0015 5 4677 -37 1923.6093067501736 1922.4674728623586 100 TCGA 1 100 100 1.0 0.0015 5 4677 -38 1922.3182512980138 1919.9702559428 100 TCGA 1 100 100 1.0 0.0015 5 4677 -39 1920.564968657129 1918.3952109178706 100 TCGA 1 100 100 1.0 0.0015 5 4677 -40 1918.6737150338522 1920.4670348814384 100 TCGA 1 100 100 1.0 0.0015 5 4677 -41 1916.5156600991322 1916.642717371035 100 TCGA 1 100 100 1.0 0.0015 5 4677 -42 1915.275141156828 1912.7037463930983 100 TCGA 1 100 100 1.0 0.0015 5 4677 -43 1914.478827102547 1913.6226469260364 100 TCGA 1 100 100 1.0 0.0015 5 4677 -44 1913.593515874073 1914.7993262209484 100 TCGA 1 100 100 1.0 0.0015 5 4677 -45 1911.2044397867849 1908.5471130064384 100 TCGA 1 100 100 1.0 0.0015 5 4677 -46 1910.3629782066 1909.4433354516725 100 TCGA 1 100 100 1.0 0.0015 5 4677 -47 1908.761520118343 1906.4241348343278 100 TCGA 1 100 100 1.0 0.0015 5 4677 -48 1907.9146803864305 1908.1252662236966 100 TCGA 1 100 100 1.0 0.0015 5 4677 -49 1906.1889168413265 1904.2531799623116 100 TCGA 1 100 100 1.0 0.0015 5 4677 -50 1905.7984324831132 1906.191016115735 100 TCGA 1 100 100 1.0 0.0015 5 4677 -51 1904.8187262535841 1906.502345099521 100 TCGA 1 100 100 1.0 0.0015 5 4677 -52 1903.532890966181 1901.4587659979586 100 TCGA 1 100 100 1.0 0.0015 5 4677 -53 1902.8795278561756 1901.1349870691347 100 TCGA 1 100 100 1.0 0.0015 5 4677 -54 1901.6897662512251 1900.6579632783055 100 TCGA 1 100 100 1.0 0.0015 5 4677 -55 1901.081550312862 1900.4448113369583 100 TCGA 1 100 100 1.0 0.0015 5 4677 -56 1899.811266461711 1898.5562204332207 100 TCGA 1 100 100 1.0 0.0015 5 4677 -57 1898.9970956966938 1897.654273565091 100 TCGA 1 100 100 1.0 0.0015 5 4677 -58 1898.5809575517417 1896.5299127473304 100 TCGA 1 100 100 1.0 0.0015 5 4677 -59 1897.7801669819412 1895.5492225531957 100 TCGA 1 100 100 1.0 0.0015 5 4677 -60 1897.10916666703 1895.3713010855056 100 TCGA 1 100 100 1.0 0.0015 5 4677 -61 1896.564093222641 1894.9821538110475 100 TCGA 1 100 100 1.0 0.0015 5 4677 -62 1895.6374837366754 1893.8516299760522 100 TCGA 1 100 100 1.0 0.0015 5 4677 -63 1895.3200804996416 1894.2661439521828 100 TCGA 1 100 100 1.0 0.0015 5 4677 -64 1894.5901614134966 1892.8822555158606 100 TCGA 1 100 100 1.0 0.0015 5 4677 -65 1893.8988278824672 1892.084222994857 100 TCGA 1 100 100 1.0 0.0015 5 4677 -66 1893.5706738057793 1891.4165652481156 100 TCGA 1 100 100 1.0 0.0015 5 4677 -67 1892.9961855582114 1891.534871010325 100 TCGA 1 100 100 1.0 0.0015 5 4677 -68 1892.5656284962877 1891.16826993856 100 TCGA 1 100 100 1.0 0.0015 5 4677 -69 1892.2655966590858 1890.309883769433 100 TCGA 1 100 100 1.0 0.0015 5 4677 -70 1891.6790289961343 1890.087642803863 100 TCGA 1 100 100 1.0 0.0015 5 4677 -71 1891.0475588199322 1888.8033796914258 100 TCGA 1 100 100 1.0 0.0015 5 4677 -72 1890.5195064517002 1889.6495668037453 100 TCGA 1 100 100 1.0 0.0015 5 4677 -73 1890.2234240026396 1888.8447081599404 100 TCGA 1 100 100 1.0 0.0015 5 4677 -74 1890.1172352571655 1888.420500942211 100 TCGA 1 100 100 1.0 0.0015 5 4677 -75 1889.5186858459806 1887.8267816131438 100 TCGA 1 100 100 1.0 0.0015 5 4677 -76 1889.3637037612534 1887.908398805551 100 TCGA 1 100 100 1.0 0.0015 5 4677 -77 1888.5607088405993 1887.2890809025596 100 TCGA 1 100 100 1.0 0.0015 5 4677 -78 1888.3580506754076 1887.1190449316896 100 TCGA 1 100 100 1.0 0.0015 5 4677 -79 1888.0715158306896 1886.698618213136 100 TCGA 1 100 100 1.0 0.0015 5 4677 -80 1887.7169760904058 1887.4343543891332 100 TCGA 1 100 100 1.0 0.0015 5 4677 -81 1887.1562850037542 1886.7362643294598 100 TCGA 1 100 100 1.0 0.0015 5 4677 -82 1887.119797929827 1886.0417879190877 100 TCGA 1 100 100 1.0 0.0015 5 4677 -83 1886.5783555833127 1884.828839632734 100 TCGA 1 100 100 1.0 0.0015 5 4677 -84 1886.2370485156118 1884.6457955058495 100 TCGA 1 100 100 1.0 0.0015 5 4677 -85 1886.175002910394 1885.0185092945194 100 TCGA 1 100 100 1.0 0.0015 5 4677 -86 1885.8245237963395 1884.1668339254868 100 TCGA 1 100 100 1.0 0.0015 5 4677 -87 1885.5264164298383 1884.2599183662453 100 TCGA 1 100 100 1.0 0.0015 5 4677 -88 1885.0890417838818 1884.0500267450534 100 TCGA 1 100 100 1.0 0.0015 5 4677 -89 1885.053910059673 1883.875025150165 100 TCGA 1 100 100 1.0 0.0015 5 4677 -90 1884.7879851092478 1883.5831758892116 100 TCGA 1 100 100 1.0 0.0015 5 4677 -91 1884.3910354118632 1882.687515948885 100 TCGA 1 100 100 1.0 0.0015 5 4677 -92 1884.2887869663623 1882.9705405690563 100 TCGA 1 100 100 1.0 0.0015 5 4677 -93 1884.1615198294837 1882.4198439708307 100 TCGA 1 100 100 1.0 0.0015 5 4677 -94 1883.54058826309 1882.0255470467573 100 TCGA 1 100 100 1.0 0.0015 5 4677 -95 1883.3707765225174 1882.0580244974874 100 TCGA 1 100 100 1.0 0.0015 5 4677 -96 1883.1789277454934 1881.3353216276696 100 TCGA 1 100 100 1.0 0.0015 5 4677 -97 1882.9116467368272 1881.513382954813 100 TCGA 1 100 100 1.0 0.0015 5 4677 -98 1882.5884700876911 1881.352273452222 100 TCGA 1 100 100 1.0 0.0015 5 4677 -99 1882.3034201569956 1881.4824494788395 100 TCGA 1 100 100 1.0 0.0015 5 4677 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index d238b9b20..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4857.84968006378 4537.2361637288 100 TCGA 1 50 100 0.5 0.0015 5 7611 -1 3659.9442403959183 3185.408718396671 100 TCGA 1 50 100 0.5 0.0015 5 7611 -2 2820.677454235964 2755.068147132145 100 TCGA 1 50 100 0.5 0.0015 5 7611 -3 2409.142830658896 2381.9650817564384 100 TCGA 1 50 100 0.5 0.0015 5 7611 -4 2223.9689429907253 2461.4477943918814 100 TCGA 1 50 100 0.5 0.0015 5 7611 -5 2143.84267206423 2152.086255250864 100 TCGA 1 50 100 0.5 0.0015 5 7611 -6 2102.810209754376 2086.7983570194724 100 TCGA 1 50 100 0.5 0.0015 5 7611 -7 2074.9379805965023 2063.7339824120604 100 TCGA 1 50 100 0.5 0.0015 5 7611 -8 2058.5190449308134 2073.539448953753 100 TCGA 1 50 100 0.5 0.0015 5 7611 -9 2043.9260811731742 2040.3006720614792 100 TCGA 1 50 100 0.5 0.0015 5 7611 -10 2035.8411852017698 2008.605983408252 100 TCGA 1 50 100 0.5 0.0015 5 7611 -11 2022.3145664341548 2049.330085486024 100 TCGA 1 50 100 0.5 0.0015 5 7611 -12 2013.854623972751 2013.0236810272063 100 TCGA 1 50 100 0.5 0.0015 5 7611 -13 2007.0476632589261 2023.1348594780543 100 TCGA 1 50 100 0.5 0.0015 5 7611 -14 2004.6992156025235 2017.318298646553 100 TCGA 1 50 100 0.5 0.0015 5 7611 -15 1994.5825787337847 1989.9349610601837 100 TCGA 1 50 100 0.5 0.0015 5 7611 -16 1989.2387381927392 1986.0762534596813 100 TCGA 1 50 100 0.5 0.0015 5 7611 -17 1984.1015596659086 1984.2087659979586 100 TCGA 1 50 100 0.5 0.0015 5 7611 -18 1975.7791016769536 1982.320711835545 100 TCGA 1 50 100 0.5 0.0015 5 7611 -19 1971.7221705030818 1971.6526829705167 100 TCGA 1 50 100 0.5 0.0015 5 7611 -20 1966.5133651663568 1966.024512209485 100 TCGA 1 50 100 0.5 0.0015 5 7611 -21 1965.084618979845 1959.6579399683967 100 TCGA 1 50 100 0.5 0.0015 5 7611 -22 1960.4563018120962 1952.4909195636385 100 TCGA 1 50 100 0.5 0.0015 5 7611 -23 1957.162664775165 1961.3099064659234 100 TCGA 1 50 100 0.5 0.0015 5 7611 -24 1952.7984886744257 1949.6240884598776 100 TCGA 1 50 100 0.5 0.0015 5 7611 -25 1950.7881574846829 1952.2146517499607 100 TCGA 1 50 100 0.5 0.0015 5 7611 -26 1945.986822169811 1938.3363073914495 100 TCGA 1 50 100 0.5 0.0015 5 7611 -27 1945.0200922502206 1944.7187383450455 100 TCGA 1 50 100 0.5 0.0015 5 7611 -28 1942.956712768977 1945.1066784115892 100 TCGA 1 50 100 0.5 0.0015 5 7611 -29 1939.6558865414013 1945.5920876354428 100 TCGA 1 50 100 0.5 0.0015 5 7611 -30 1936.4320517181352 1933.406980581619 100 TCGA 1 50 100 0.5 0.0015 5 7611 -31 1934.9181197471205 1936.6174113978093 100 TCGA 1 50 100 0.5 0.0015 5 7611 -32 1933.504487783758 1932.1322647171403 100 TCGA 1 50 100 0.5 0.0015 5 7611 -33 1930.346181391552 1927.413668685223 100 TCGA 1 50 100 0.5 0.0015 5 7611 -34 1928.962224763397 1933.3005640997958 100 TCGA 1 50 100 0.5 0.0015 5 7611 -35 1927.9919416016933 1926.296565223579 100 TCGA 1 50 100 0.5 0.0015 5 7611 -36 1925.774399278898 1926.047516635914 100 TCGA 1 50 100 0.5 0.0015 5 7611 -37 1924.2718056901144 1920.2879387170226 100 TCGA 1 50 100 0.5 0.0015 5 7611 -38 1922.7267967894322 1922.2711328861103 100 TCGA 1 50 100 0.5 0.0015 5 7611 -39 1920.7645692328201 1919.602663586487 100 TCGA 1 50 100 0.5 0.0015 5 7611 -40 1919.29869063069 1917.3321330774968 100 TCGA 1 50 100 0.5 0.0015 5 7611 -41 1917.337964406755 1916.068355694488 100 TCGA 1 50 100 0.5 0.0015 5 7611 -42 1916.4644304086673 1915.7777621015232 100 TCGA 1 50 100 0.5 0.0015 5 7611 -43 1915.3999441602239 1916.5170462910255 100 TCGA 1 50 100 0.5 0.0015 5 7611 -44 1914.9687281311697 1914.6139560105214 100 TCGA 1 50 100 0.5 0.0015 5 7611 -45 1912.922246156972 1911.4148317269944 100 TCGA 1 50 100 0.5 0.0015 5 7611 -46 1912.349300104774 1911.078059364204 100 TCGA 1 50 100 0.5 0.0015 5 7611 -47 1910.4270478299798 1912.7225255918263 100 TCGA 1 50 100 0.5 0.0015 5 7611 -48 1909.5891697267587 1910.776144516528 100 TCGA 1 50 100 0.5 0.0015 5 7611 -49 1908.9056427822886 1907.9234373773163 100 TCGA 1 50 100 0.5 0.0015 5 7611 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index 7c88ba9de..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4839.573541565656 4371.926316151068 100 TCGA 1 50 100 0.0 0.0015 5 1225 -1 3588.504845587799 3072.919367344535 100 TCGA 1 50 100 0.0 0.0015 5 1225 -2 2765.2102468264716 2806.0195177547894 100 TCGA 1 50 100 0.0 0.0015 5 1225 -3 2414.6320972461785 2292.898945410647 100 TCGA 1 50 100 0.0 0.0015 5 1225 -4 2238.225689736098 2249.421406348147 100 TCGA 1 50 100 0.0 0.0015 5 1225 -5 2155.4699732919585 2189.102510845242 100 TCGA 1 50 100 0.0 0.0015 5 1225 -6 2116.692983721633 2175.6873883578046 100 TCGA 1 50 100 0.0 0.0015 5 1225 -7 2087.2555324462046 2065.9645670981863 100 TCGA 1 50 100 0.0 0.0015 5 1225 -8 2069.0263783058585 2061.980812264447 100 TCGA 1 50 100 0.0 0.0015 5 1225 -9 2048.8491667798485 2081.189080166457 100 TCGA 1 50 100 0.0 0.0015 5 1225 -10 2040.1216525565249 2033.0732115165672 100 TCGA 1 50 100 0.0 0.0015 5 1225 -11 2026.0929254156522 2021.6905695469536 100 TCGA 1 50 100 0.0 0.0015 5 1225 -12 2016.715163130302 2027.44591487712 100 TCGA 1 50 100 0.0 0.0015 5 1225 -13 2009.0198872282324 2017.792671241952 100 TCGA 1 50 100 0.0 0.0015 5 1225 -14 2001.2009406649172 2026.5674490617148 100 TCGA 1 50 100 0.0 0.0015 5 1225 -15 1997.720369724121 1988.369901877552 100 TCGA 1 50 100 0.0 0.0015 5 1225 -16 1990.3184745099638 1977.4506332934202 100 TCGA 1 50 100 0.0 0.0015 5 1225 -17 1988.9999551859294 1977.9627581265704 100 TCGA 1 50 100 0.0 0.0015 5 1225 -18 1981.8919477167906 1971.6660573374686 100 TCGA 1 50 100 0.0 0.0015 5 1225 -19 1976.9076502864177 1976.6536368365264 100 TCGA 1 50 100 0.0 0.0015 5 1225 -20 1972.7675519505308 1975.2962302969927 100 TCGA 1 50 100 0.0 0.0015 5 1225 -21 1965.669706443176 1974.1945972538474 100 TCGA 1 50 100 0.0 0.0015 5 1225 -22 1964.903179343703 1953.3870708523084 100 TCGA 1 50 100 0.0 0.0015 5 1225 -23 1960.5801528877867 1959.0246263053548 100 TCGA 1 50 100 0.0 0.0015 5 1225 -24 1956.1605687738063 1956.7542190935144 100 TCGA 1 50 100 0.0 0.0015 5 1225 -25 1953.518590931169 1946.6235897505103 100 TCGA 1 50 100 0.0 0.0015 5 1225 -26 1950.5449661985547 1939.7453122546326 100 TCGA 1 50 100 0.0 0.0015 5 1225 -27 1946.5882541926023 1937.1667848519944 100 TCGA 1 50 100 0.0 0.0015 5 1225 -28 1943.8626394917994 1940.670896597244 100 TCGA 1 50 100 0.0 0.0015 5 1225 -29 1942.1066213531783 1935.460557793852 100 TCGA 1 50 100 0.0 0.0015 5 1225 -30 1938.4186339984583 1928.2542509912846 100 TCGA 1 50 100 0.0 0.0015 5 1225 -31 1935.8193773588362 1932.3972370396907 100 TCGA 1 50 100 0.0 0.0015 5 1225 -32 1932.2229096559238 1933.2960757154915 100 TCGA 1 50 100 0.0 0.0015 5 1225 -33 1931.121922026842 1931.1653874842964 100 TCGA 1 50 100 0.0 0.0015 5 1225 -34 1930.1530622057994 1922.447395669755 100 TCGA 1 50 100 0.0 0.0015 5 1225 -35 1927.1451622304778 1923.6911001540907 100 TCGA 1 50 100 0.0 0.0015 5 1225 -36 1925.4292330915926 1922.347604722833 100 TCGA 1 50 100 0.0 0.0015 5 1225 -37 1923.8649616618284 1922.1557690797738 100 TCGA 1 50 100 0.0 0.0015 5 1225 -38 1920.9401924140966 1915.1758677420305 100 TCGA 1 50 100 0.0 0.0015 5 1225 -39 1919.14414015901 1915.718224300212 100 TCGA 1 50 100 0.0 0.0015 5 1225 -40 1917.8055956900446 1912.533757042046 100 TCGA 1 50 100 0.0 0.0015 5 1225 -41 1916.5106696592854 1912.870001251374 100 TCGA 1 50 100 0.0 0.0015 5 1225 -42 1915.1612776781728 1909.2372181954695 100 TCGA 1 50 100 0.0 0.0015 5 1225 -43 1912.8911304356784 1907.5064727936558 100 TCGA 1 50 100 0.0 0.0015 5 1225 -44 1911.6329590279763 1906.7848256173445 100 TCGA 1 50 100 0.0 0.0015 5 1225 -45 1910.0988207618125 1910.5510572883952 100 TCGA 1 50 100 0.0 0.0015 5 1225 -46 1910.1138528508125 1902.9772366471027 100 TCGA 1 50 100 0.0 0.0015 5 1225 -47 1907.5305106427763 1903.0819987388113 100 TCGA 1 50 100 0.0 0.0015 5 1225 -48 1906.7962452730626 1902.7715635060065 100 TCGA 1 50 100 0.0 0.0015 5 1225 -49 1905.6756877249832 1901.25852897299 100 TCGA 1 50 100 0.0 0.0015 5 1225 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index 5c0f85185..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4844.214868711805 4512.37945832679 100 TCGA 1 50 100 1.0 0.0015 5 6232 -1 3558.338976272769 3595.7779399929336 100 TCGA 1 50 100 1.0 0.0015 5 6232 -2 2754.5034557929703 2566.107481990028 100 TCGA 1 50 100 1.0 0.0015 5 6232 -3 2373.878820954749 2455.3743485493874 100 TCGA 1 50 100 1.0 0.0015 5 6232 -4 2221.5390152742266 2096.7430291103956 100 TCGA 1 50 100 1.0 0.0015 5 6232 -5 2139.984306736548 2261.6477345222206 100 TCGA 1 50 100 1.0 0.0015 5 6232 -6 2107.0011830151593 2228.075332718279 100 TCGA 1 50 100 1.0 0.0015 5 6232 -7 2077.712594625952 2047.7989851601758 100 TCGA 1 50 100 1.0 0.0015 5 6232 -8 2052.754877566706 2081.524670471498 100 TCGA 1 50 100 1.0 0.0015 5 6232 -9 2043.806833329591 2031.6799426821608 100 TCGA 1 50 100 1.0 0.0015 5 6232 -10 2032.9499369332907 2037.4774396886778 100 TCGA 1 50 100 1.0 0.0015 5 6232 -11 2025.1807712947088 2040.6074365970478 100 TCGA 1 50 100 1.0 0.0015 5 6232 -12 2015.6087447825466 2029.716084082522 100 TCGA 1 50 100 1.0 0.0015 5 6232 -13 2012.6451928195895 1995.532663316583 100 TCGA 1 50 100 1.0 0.0015 5 6232 -14 2000.3734432526605 1993.077854482373 100 TCGA 1 50 100 1.0 0.0015 5 6232 -15 1996.9461344955143 2006.231510948296 100 TCGA 1 50 100 1.0 0.0015 5 6232 -16 1989.2286464292192 1991.2946090314856 100 TCGA 1 50 100 1.0 0.0015 5 6232 -17 1987.605595888976 1992.7206080451083 100 TCGA 1 50 100 1.0 0.0015 5 6232 -18 1979.497281806572 1976.1802389633715 100 TCGA 1 50 100 1.0 0.0015 5 6232 -19 1976.9333879786127 1966.6100816582914 100 TCGA 1 50 100 1.0 0.0015 5 6232 -20 1971.8545035783675 1980.5046987869032 100 TCGA 1 50 100 1.0 0.0015 5 6232 -21 1968.5918421795864 1969.6312077967964 100 TCGA 1 50 100 1.0 0.0015 5 6232 -22 1964.0357925716503 1965.9367093033527 100 TCGA 1 50 100 1.0 0.0015 5 6232 -23 1960.9565922110883 1958.1718921757224 100 TCGA 1 50 100 1.0 0.0015 5 6232 -24 1957.4471662137935 1952.4480182896907 100 TCGA 1 50 100 1.0 0.0015 5 6232 -25 1954.1629115046235 1954.3889509804883 100 TCGA 1 50 100 1.0 0.0015 5 6232 -26 1952.4788373625029 1951.240533723304 100 TCGA 1 50 100 1.0 0.0015 5 6232 -27 1947.8928762496164 1943.8941043106156 100 TCGA 1 50 100 1.0 0.0015 5 6232 -28 1945.0296073170136 1940.9204322393216 100 TCGA 1 50 100 1.0 0.0015 5 6232 -29 1942.571674049293 1936.4764569919912 100 TCGA 1 50 100 1.0 0.0015 5 6232 -30 1942.016229601627 1933.9416424161825 100 TCGA 1 50 100 1.0 0.0015 5 6232 -31 1937.592993147712 1935.480565056729 100 TCGA 1 50 100 1.0 0.0015 5 6232 -32 1937.887777310395 1929.7050259844143 100 TCGA 1 50 100 1.0 0.0015 5 6232 -33 1934.2253344663886 1930.1479700749842 100 TCGA 1 50 100 1.0 0.0015 5 6232 -34 1930.8219587392261 1933.7656164121388 100 TCGA 1 50 100 1.0 0.0015 5 6232 -35 1929.7750249999565 1928.783287163356 100 TCGA 1 50 100 1.0 0.0015 5 6232 -36 1926.917236518881 1925.1276297257773 100 TCGA 1 50 100 1.0 0.0015 5 6232 -37 1925.53151181282 1920.3036483687972 100 TCGA 1 50 100 1.0 0.0015 5 6232 -38 1923.6289177634965 1920.631093087508 100 TCGA 1 50 100 1.0 0.0015 5 6232 -39 1921.5328824502812 1915.5711676056062 100 TCGA 1 50 100 1.0 0.0015 5 6232 -40 1920.2060251884234 1916.0633722813286 100 TCGA 1 50 100 1.0 0.0015 5 6232 -41 1918.1927524979246 1913.903623341316 100 TCGA 1 50 100 1.0 0.0015 5 6232 -42 1915.956571895558 1910.9431317966787 100 TCGA 1 50 100 1.0 0.0015 5 6232 -43 1914.5677544872387 1911.4944093023712 100 TCGA 1 50 100 1.0 0.0015 5 6232 -44 1913.8666160218163 1910.7962168017823 100 TCGA 1 50 100 1.0 0.0015 5 6232 -45 1912.1238352701805 1906.5038307995053 100 TCGA 1 50 100 1.0 0.0015 5 6232 -46 1910.8540455455932 1907.0943621918184 100 TCGA 1 50 100 1.0 0.0015 5 6232 -47 1910.4398555659811 1904.8064627335898 100 TCGA 1 50 100 1.0 0.0015 5 6232 -48 1908.052070189326 1903.8003512435223 100 TCGA 1 50 100 1.0 0.0015 5 6232 -49 1906.8968146556535 1902.9627808230607 100 TCGA 1 50 100 1.0 0.0015 5 6232 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 620c40a36..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5078.061077231607 4847.029380299937 150 TCGA 1 100 100 0.5 0.0015 5 7850 -1 4131.747080177318 4008.7285978231 150 TCGA 1 100 100 0.5 0.0015 5 7850 -2 3347.432571460525 4040.4772409410334 150 TCGA 1 100 100 0.5 0.0015 5 7850 -3 2826.65084511516 2911.029241667321 150 TCGA 1 100 100 0.5 0.0015 5 7850 -4 2517.5248222261657 2705.7449822353956 150 TCGA 1 100 100 0.5 0.0015 5 7850 -5 2353.158351506036 2755.882914327497 150 TCGA 1 100 100 0.5 0.0015 5 7850 -6 2235.756001406581 2227.550465952811 150 TCGA 1 100 100 0.5 0.0015 5 7850 -7 2164.160689358946 2131.1685772613064 150 TCGA 1 100 100 0.5 0.0015 5 7850 -8 2128.5940431104545 2151.3898520924936 150 TCGA 1 100 100 0.5 0.0015 5 7850 -9 2106.0146602916325 2133.396166624136 150 TCGA 1 100 100 0.5 0.0015 5 7850 -10 2089.8581711379184 2116.8031024261936 150 TCGA 1 100 100 0.5 0.0015 5 7850 -11 2069.8066810380537 2070.435035283841 150 TCGA 1 100 100 0.5 0.0015 5 7850 -12 2056.365349019448 2057.4542972430513 150 TCGA 1 100 100 0.5 0.0015 5 7850 -13 2048.772869727936 2053.012842532977 150 TCGA 1 100 100 0.5 0.0015 5 7850 -14 2040.5426139163044 2060.345993885443 150 TCGA 1 100 100 0.5 0.0015 5 7850 -15 2034.9440614393957 2024.6049669735396 150 TCGA 1 100 100 0.5 0.0015 5 7850 -16 2025.6258827649744 2019.7688742786197 150 TCGA 1 100 100 0.5 0.0015 5 7850 -17 2021.8612288909242 2018.6823896091787 150 TCGA 1 100 100 0.5 0.0015 5 7850 -18 2011.8707936224441 2010.8083741461212 150 TCGA 1 100 100 0.5 0.0015 5 7850 -19 2009.6670517851724 2018.3265583287532 150 TCGA 1 100 100 0.5 0.0015 5 7850 -20 2003.2088333915049 1989.4576109306297 150 TCGA 1 100 100 0.5 0.0015 5 7850 -21 2000.2696241346212 1985.1111440994032 150 TCGA 1 100 100 0.5 0.0015 5 7850 -22 1994.213472594772 2003.8443977701006 150 TCGA 1 100 100 0.5 0.0015 5 7850 -23 1993.5252410858016 1984.6992273378612 150 TCGA 1 100 100 0.5 0.0015 5 7850 -24 1986.075728421446 1992.2126096792556 150 TCGA 1 100 100 0.5 0.0015 5 7850 -25 1983.2847061744824 2005.2554735346655 150 TCGA 1 100 100 0.5 0.0015 5 7850 -26 1979.9558811675279 1985.4885756909548 150 TCGA 1 100 100 0.5 0.0015 5 7850 -27 1975.2023234698959 1976.0373289788788 150 TCGA 1 100 100 0.5 0.0015 5 7850 -28 1972.0359899906432 1977.3021485601837 150 TCGA 1 100 100 0.5 0.0015 5 7850 -29 1969.9586377029427 1985.960459646867 150 TCGA 1 100 100 0.5 0.0015 5 7850 -30 1969.1129908101316 1969.028072491363 150 TCGA 1 100 100 0.5 0.0015 5 7850 -31 1965.0140414105447 1968.109684776421 150 TCGA 1 100 100 0.5 0.0015 5 7850 -32 1960.2103577102982 1957.275148324631 150 TCGA 1 100 100 0.5 0.0015 5 7850 -33 1957.9007823427603 1959.946728883676 150 TCGA 1 100 100 0.5 0.0015 5 7850 -34 1955.1711099043212 1954.1370917085428 150 TCGA 1 100 100 0.5 0.0015 5 7850 -35 1954.6106029791097 1958.295010820705 150 TCGA 1 100 100 0.5 0.0015 5 7850 -36 1951.2191840520009 1954.1473676978644 150 TCGA 1 100 100 0.5 0.0015 5 7850 -37 1948.4496713734748 1957.1893439364792 150 TCGA 1 100 100 0.5 0.0015 5 7850 -38 1947.5848455845291 1942.2235193300487 150 TCGA 1 100 100 0.5 0.0015 5 7850 -39 1947.0130962819337 1945.833636566622 150 TCGA 1 100 100 0.5 0.0015 5 7850 -40 1943.127917070343 1943.871482044009 150 TCGA 1 100 100 0.5 0.0015 5 7850 -41 1941.0905798371182 1945.0927120956344 150 TCGA 1 100 100 0.5 0.0015 5 7850 -42 1939.6891941871477 1938.7298639192054 150 TCGA 1 100 100 0.5 0.0015 5 7850 -43 1938.0385768348344 1938.961349103918 150 TCGA 1 100 100 0.5 0.0015 5 7850 -44 1936.0801396711101 1938.923562514722 150 TCGA 1 100 100 0.5 0.0015 5 7850 -45 1935.237073600046 1937.9149415289337 150 TCGA 1 100 100 0.5 0.0015 5 7850 -46 1933.978495663731 1934.0382331579774 150 TCGA 1 100 100 0.5 0.0015 5 7850 -47 1931.9693686358298 1932.8751024409155 150 TCGA 1 100 100 0.5 0.0015 5 7850 -48 1929.2717270985793 1932.0130921943703 150 TCGA 1 100 100 0.5 0.0015 5 7850 -49 1930.3494436760302 1932.22194897829 150 TCGA 1 100 100 0.5 0.0015 5 7850 -50 1927.0453964354324 1924.563832958739 150 TCGA 1 100 100 0.5 0.0015 5 7850 -51 1926.7033192851418 1929.6594906907585 150 TCGA 1 100 100 0.5 0.0015 5 7850 -52 1925.081251643228 1928.4383140065563 150 TCGA 1 100 100 0.5 0.0015 5 7850 -53 1923.5255655211415 1926.189772102701 150 TCGA 1 100 100 0.5 0.0015 5 7850 -54 1922.125183466543 1918.2972761758008 150 TCGA 1 100 100 0.5 0.0015 5 7850 -55 1921.9488195246226 1922.3026251864792 150 TCGA 1 100 100 0.5 0.0015 5 7850 -56 1920.4237106464607 1919.2021410764762 150 TCGA 1 100 100 0.5 0.0015 5 7850 -57 1919.2941601175537 1916.797334450573 150 TCGA 1 100 100 0.5 0.0015 5 7850 -58 1917.4984918409777 1920.9074308309123 150 TCGA 1 100 100 0.5 0.0015 5 7850 -59 1917.4308012161741 1916.6457335505654 150 TCGA 1 100 100 0.5 0.0015 5 7850 -60 1916.0378279534284 1918.107696073139 150 TCGA 1 100 100 0.5 0.0015 5 7850 -61 1915.366517114751 1918.0722607176508 150 TCGA 1 100 100 0.5 0.0015 5 7850 -62 1914.6460131391748 1918.3007481253926 150 TCGA 1 100 100 0.5 0.0015 5 7850 -63 1913.6805516389986 1917.4884143618483 150 TCGA 1 100 100 0.5 0.0015 5 7850 -64 1912.0097995114681 1912.3877787374372 150 TCGA 1 100 100 0.5 0.0015 5 7850 -65 1911.365693075421 1914.65023543008 150 TCGA 1 100 100 0.5 0.0015 5 7850 -66 1911.6874654458854 1912.4542377414416 150 TCGA 1 100 100 0.5 0.0015 5 7850 -67 1910.0862235797279 1912.011807695705 150 TCGA 1 100 100 0.5 0.0015 5 7850 -68 1908.5013950678742 1907.382979963293 150 TCGA 1 100 100 0.5 0.0015 5 7850 -69 1908.4611477405315 1909.7449208935302 150 TCGA 1 100 100 0.5 0.0015 5 7850 -70 1907.51708007431 1909.0304777059123 150 TCGA 1 100 100 0.5 0.0015 5 7850 -71 1907.5223647010207 1907.262625996192 150 TCGA 1 100 100 0.5 0.0015 5 7850 -72 1906.5243953956478 1905.348317515311 150 TCGA 1 100 100 0.5 0.0015 5 7850 -73 1905.0640990134527 1905.6324910686244 150 TCGA 1 100 100 0.5 0.0015 5 7850 -74 1904.668761096558 1905.4103249401303 150 TCGA 1 100 100 0.5 0.0015 5 7850 -75 1904.4279972506042 1905.3444542046168 150 TCGA 1 100 100 0.5 0.0015 5 7850 -76 1903.6407070523967 1903.815714927175 150 TCGA 1 100 100 0.5 0.0015 5 7850 -77 1902.4505728461777 1903.9037018589038 150 TCGA 1 100 100 0.5 0.0015 5 7850 -78 1902.0151543364432 1905.7001351974718 150 TCGA 1 100 100 0.5 0.0015 5 7850 -79 1901.6543632990176 1902.9049342169833 150 TCGA 1 100 100 0.5 0.0015 5 7850 -80 1900.9074965642092 1900.8446167605607 150 TCGA 1 100 100 0.5 0.0015 5 7850 -81 1900.3303175648484 1903.3399179736573 150 TCGA 1 100 100 0.5 0.0015 5 7850 -82 1899.9673216860533 1900.026188682671 150 TCGA 1 100 100 0.5 0.0015 5 7850 -83 1898.9538692215056 1900.1863406387406 150 TCGA 1 100 100 0.5 0.0015 5 7850 -84 1898.6888188471657 1899.449293587076 150 TCGA 1 100 100 0.5 0.0015 5 7850 -85 1898.1586016009783 1899.2264569919912 150 TCGA 1 100 100 0.5 0.0015 5 7850 -86 1898.0057457388345 1899.071265752591 150 TCGA 1 100 100 0.5 0.0015 5 7850 -87 1897.3005165622121 1897.5062814070352 150 TCGA 1 100 100 0.5 0.0015 5 7850 -88 1896.7680044241256 1897.6547115460114 150 TCGA 1 100 100 0.5 0.0015 5 7850 -89 1896.2633387330043 1897.398555276382 150 TCGA 1 100 100 0.5 0.0015 5 7850 -90 1896.3290743252464 1896.6610610425173 150 TCGA 1 100 100 0.5 0.0015 5 7850 -91 1895.5626521007812 1895.1736023869346 150 TCGA 1 100 100 0.5 0.0015 5 7850 -92 1895.0582672163423 1895.8738921659076 150 TCGA 1 100 100 0.5 0.0015 5 7850 -93 1894.8889275018705 1895.007766493601 150 TCGA 1 100 100 0.5 0.0015 5 7850 -94 1894.4278201743925 1894.479183637916 150 TCGA 1 100 100 0.5 0.0015 5 7850 -95 1893.890425755198 1894.3669672827025 150 TCGA 1 100 100 0.5 0.0015 5 7850 -96 1893.8066087005952 1894.871916957836 150 TCGA 1 100 100 0.5 0.0015 5 7850 -97 1892.9586344055863 1893.9880910902168 150 TCGA 1 100 100 0.5 0.0015 5 7850 -98 1892.7946192267377 1893.6634509216 150 TCGA 1 100 100 0.5 0.0015 5 7850 -99 1892.4815471081586 1893.7591859443703 150 TCGA 1 100 100 0.5 0.0015 5 7850 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index d68aa6f31..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5071.462067321443 5023.38577408527 150 TCGA 1 100 100 0.0 0.0015 5 5403 -1 4147.521603515843 4385.498157290358 150 TCGA 1 100 100 0.0 0.0015 5 5403 -2 3369.2123727220446 2811.460693359375 150 TCGA 1 100 100 0.0 0.0015 5 5403 -3 2818.5611830195194 3011.0089056120446 150 TCGA 1 100 100 0.0 0.0015 5 5403 -4 2495.7855686648027 2938.199340206894 150 TCGA 1 100 100 0.0 0.0015 5 5403 -5 2342.7984935932095 2455.0924753160334 150 TCGA 1 100 100 0.0 0.0015 5 5403 -6 2241.054084765058 2184.1913019688286 150 TCGA 1 100 100 0.0 0.0015 5 5403 -7 2170.375069189982 2248.303625058888 150 TCGA 1 100 100 0.0 0.0015 5 5403 -8 2131.9602102830427 2187.7457146572706 150 TCGA 1 100 100 0.0 0.0015 5 5403 -9 2105.829184813935 2116.8881418812816 150 TCGA 1 100 100 0.0 0.0015 5 5403 -10 2088.954197894357 2086.048855115421 150 TCGA 1 100 100 0.0 0.0015 5 5403 -11 2073.3094198058952 2088.9647002100346 150 TCGA 1 100 100 0.0 0.0015 5 5403 -12 2056.4376396880057 2063.1943690621074 150 TCGA 1 100 100 0.0 0.0015 5 5403 -13 2043.6320681149891 2039.546413095752 150 TCGA 1 100 100 0.0 0.0015 5 5403 -14 2039.9667857430159 2048.025213960427 150 TCGA 1 100 100 0.0 0.0015 5 5403 -15 2029.105595112326 2092.408379789573 150 TCGA 1 100 100 0.0 0.0015 5 5403 -16 2026.8630594414703 2028.8935755437342 150 TCGA 1 100 100 0.0 0.0015 5 5403 -17 2017.5832504815776 2048.5081057141174 150 TCGA 1 100 100 0.0 0.0015 5 5403 -18 2013.2412440745688 2011.1244215462077 150 TCGA 1 100 100 0.0 0.0015 5 5403 -19 2008.1779813905928 1999.4158966217808 150 TCGA 1 100 100 0.0 0.0015 5 5403 -20 2003.3362983697652 2002.7106810910018 150 TCGA 1 100 100 0.0 0.0015 5 5403 -21 1997.0712857242672 2020.7597294332993 150 TCGA 1 100 100 0.0 0.0015 5 5403 -22 1997.2479523008244 2004.5942480959484 150 TCGA 1 100 100 0.0 0.0015 5 5403 -23 1989.8809858872057 1992.1140167389683 150 TCGA 1 100 100 0.0 0.0015 5 5403 -24 1988.068631788412 1976.5980666270807 150 TCGA 1 100 100 0.0 0.0015 5 5403 -25 1986.2799037248246 1997.1770264898712 150 TCGA 1 100 100 0.0 0.0015 5 5403 -26 1978.9111000296925 1992.587585755928 150 TCGA 1 100 100 0.0 0.0015 5 5403 -27 1975.9402848490781 1976.120901136542 150 TCGA 1 100 100 0.0 0.0015 5 5403 -28 1973.408217104701 1964.0189386875786 150 TCGA 1 100 100 0.0 0.0015 5 5403 -29 1972.9777396289694 1978.3289764250942 150 TCGA 1 100 100 0.0 0.0015 5 5403 -30 1968.1134610104234 1977.4776482510208 150 TCGA 1 100 100 0.0 0.0015 5 5403 -31 1964.1677428810895 1963.6861572265625 150 TCGA 1 100 100 0.0 0.0015 5 5403 -32 1963.3558260226491 1979.3790313874058 150 TCGA 1 100 100 0.0 0.0015 5 5403 -33 1957.3895674206367 1956.966472376531 150 TCGA 1 100 100 0.0 0.0015 5 5403 -34 1957.9343672389496 1954.9451708002905 150 TCGA 1 100 100 0.0 0.0015 5 5403 -35 1955.8901712183629 1959.647746177175 150 TCGA 1 100 100 0.0 0.0015 5 5403 -36 1953.9023394852375 1949.157885987555 150 TCGA 1 100 100 0.0 0.0015 5 5403 -37 1950.511702290469 1949.5720969348697 150 TCGA 1 100 100 0.0 0.0015 5 5403 -38 1947.3887871189672 1945.305692893177 150 TCGA 1 100 100 0.0 0.0015 5 5403 -39 1947.5725322203493 1943.6430062912218 150 TCGA 1 100 100 0.0 0.0015 5 5403 -40 1945.660362130391 1952.8266963479507 150 TCGA 1 100 100 0.0 0.0015 5 5403 -41 1943.6837029851486 1942.2867658605528 150 TCGA 1 100 100 0.0 0.0015 5 5403 -42 1941.9630644583572 1939.633277471341 150 TCGA 1 100 100 0.0 0.0015 5 5403 -43 1938.1859159609053 1937.1476308544677 150 TCGA 1 100 100 0.0 0.0015 5 5403 -44 1938.7284325234446 1936.865323320705 150 TCGA 1 100 100 0.0 0.0015 5 5403 -45 1936.2037458159 1931.420313849521 150 TCGA 1 100 100 0.0 0.0015 5 5403 -46 1934.6548120256166 1933.3030490587705 150 TCGA 1 100 100 0.0 0.0015 5 5403 -47 1931.6715291590945 1936.8856563088882 150 TCGA 1 100 100 0.0 0.0015 5 5403 -48 1931.5552185515046 1935.7930699640783 150 TCGA 1 100 100 0.0 0.0015 5 5403 -49 1929.487911796208 1938.584248145022 150 TCGA 1 100 100 0.0 0.0015 5 5403 -50 1926.6577633230638 1929.791033414141 150 TCGA 1 100 100 0.0 0.0015 5 5403 -51 1927.1133842583226 1926.0210954675722 150 TCGA 1 100 100 0.0 0.0015 5 5403 -52 1925.7174798637805 1921.2096842856863 150 TCGA 1 100 100 0.0 0.0015 5 5403 -53 1924.2619005678648 1923.4683126324985 150 TCGA 1 100 100 0.0 0.0015 5 5403 -54 1922.970357638356 1919.917698232373 150 TCGA 1 100 100 0.0 0.0015 5 5403 -55 1921.5105229814292 1923.1525559928548 150 TCGA 1 100 100 0.0 0.0015 5 5403 -56 1920.287789093675 1924.545510143491 150 TCGA 1 100 100 0.0 0.0015 5 5403 -57 1919.2271855368467 1920.3023681640625 150 TCGA 1 100 100 0.0 0.0015 5 5403 -58 1918.160934494228 1914.6999462645258 150 TCGA 1 100 100 0.0 0.0015 5 5403 -59 1917.5188983483351 1915.0526055570822 150 TCGA 1 100 100 0.0 0.0015 5 5403 -60 1915.229663908914 1915.64468644492 150 TCGA 1 100 100 0.0 0.0015 5 5403 -61 1915.1237895977072 1917.724445592219 150 TCGA 1 100 100 0.0 0.0015 5 5403 -62 1913.5739815856 1911.6215298906643 150 TCGA 1 100 100 0.0 0.0015 5 5403 -63 1913.0113819563865 1913.3449467797975 150 TCGA 1 100 100 0.0 0.0015 5 5403 -64 1912.7251840960382 1909.8554110886464 150 TCGA 1 100 100 0.0 0.0015 5 5403 -65 1910.5816437288752 1914.5262610660725 150 TCGA 1 100 100 0.0 0.0015 5 5403 -66 1910.1282839080507 1910.066497035961 150 TCGA 1 100 100 0.0 0.0015 5 5403 -67 1909.2969404293606 1909.4725893873665 150 TCGA 1 100 100 0.0 0.0015 5 5403 -68 1908.6361579950374 1907.9991565493483 150 TCGA 1 100 100 0.0 0.0015 5 5403 -69 1908.2899815767707 1908.5386140909627 150 TCGA 1 100 100 0.0 0.0015 5 5403 -70 1907.3982533113087 1907.6711450317996 150 TCGA 1 100 100 0.0 0.0015 5 5403 -71 1906.7161020048363 1905.046408188403 150 TCGA 1 100 100 0.0 0.0015 5 5403 -72 1906.1638556930793 1907.496863590413 150 TCGA 1 100 100 0.0 0.0015 5 5403 -73 1904.8770595124317 1907.7986471664965 150 TCGA 1 100 100 0.0 0.0015 5 5403 -74 1904.6589954579324 1905.3090777373195 150 TCGA 1 100 100 0.0 0.0015 5 5403 -75 1903.9665808709076 1902.286380633637 150 TCGA 1 100 100 0.0 0.0015 5 5403 -76 1903.269682042739 1902.6505464333386 150 TCGA 1 100 100 0.0 0.0015 5 5403 -77 1902.8131846510842 1903.3658447265625 150 TCGA 1 100 100 0.0 0.0015 5 5403 -78 1902.5297971875132 1902.4563761188756 150 TCGA 1 100 100 0.0 0.0015 5 5403 -79 1900.8950708174043 1902.511180781839 150 TCGA 1 100 100 0.0 0.0015 5 5403 -80 1900.5195469873827 1901.97048413454 150 TCGA 1 100 100 0.0 0.0015 5 5403 -81 1900.3249751253977 1899.373225379829 150 TCGA 1 100 100 0.0 0.0015 5 5403 -82 1899.9009512437083 1901.9593156210742 150 TCGA 1 100 100 0.0 0.0015 5 5403 -83 1898.7773334627932 1898.578085741206 150 TCGA 1 100 100 0.0 0.0015 5 5403 -84 1898.880327315213 1898.899116554452 150 TCGA 1 100 100 0.0 0.0015 5 5403 -85 1898.462594271691 1898.6237161147535 150 TCGA 1 100 100 0.0 0.0015 5 5403 -86 1898.149508895559 1898.6448036078832 150 TCGA 1 100 100 0.0 0.0015 5 5403 -87 1897.567168865849 1897.126728613772 150 TCGA 1 100 100 0.0 0.0015 5 5403 -88 1896.6676296264363 1897.4929561135757 150 TCGA 1 100 100 0.0 0.0015 5 5403 -89 1896.6332299562155 1897.488215614204 150 TCGA 1 100 100 0.0 0.0015 5 5403 -90 1896.2562833169247 1896.1277450484847 150 TCGA 1 100 100 0.0 0.0015 5 5403 -91 1895.5040716083338 1895.3134649075455 150 TCGA 1 100 100 0.0 0.0015 5 5403 -92 1895.2308894218193 1894.561806836919 150 TCGA 1 100 100 0.0 0.0015 5 5403 -93 1894.7316128100279 1893.7130666761543 150 TCGA 1 100 100 0.0 0.0015 5 5403 -94 1894.9108234332707 1892.9069811950376 150 TCGA 1 100 100 0.0 0.0015 5 5403 -95 1893.731319413439 1894.154590702536 150 TCGA 1 100 100 0.0 0.0015 5 5403 -96 1893.4991273451017 1893.6035450690954 150 TCGA 1 100 100 0.0 0.0015 5 5403 -97 1893.070824843776 1892.2253736946452 150 TCGA 1 100 100 0.0 0.0015 5 5403 -98 1892.7115658643936 1891.0993094132773 150 TCGA 1 100 100 0.0 0.0015 5 5403 -99 1892.7112883823181 1892.9915765350188 150 TCGA 1 100 100 0.0 0.0015 5 5403 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index c7708def5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5073.413498624812 4794.601292595791 150 TCGA 1 100 100 1.0 0.0015 5 9621 -1 4162.3865823593505 3987.168125785176 150 TCGA 1 100 100 1.0 0.0015 5 9621 -2 3394.8800595344505 3536.993923474796 150 TCGA 1 100 100 1.0 0.0015 5 9621 -3 2864.921280849085 3362.935189865342 150 TCGA 1 100 100 1.0 0.0015 5 9621 -4 2529.0781639415063 2909.8026141449436 150 TCGA 1 100 100 1.0 0.0015 5 9621 -5 2342.789703685932 2797.4188091335586 150 TCGA 1 100 100 1.0 0.0015 5 9621 -6 2233.889202912879 2239.799851307318 150 TCGA 1 100 100 1.0 0.0015 5 9621 -7 2178.8389924325397 2215.274847136071 150 TCGA 1 100 100 1.0 0.0015 5 9621 -8 2138.8261184360263 2148.4602431100816 150 TCGA 1 100 100 1.0 0.0015 5 9621 -9 2107.8349256748625 2073.9457995544126 150 TCGA 1 100 100 1.0 0.0015 5 9621 -10 2088.8867626784167 2113.698620053392 150 TCGA 1 100 100 1.0 0.0015 5 9621 -11 2071.5845696966303 2081.0665816877354 150 TCGA 1 100 100 1.0 0.0015 5 9621 -12 2058.9033623333553 2059.0134976641016 150 TCGA 1 100 100 1.0 0.0015 5 9621 -13 2053.947610239616 2051.3934240293265 150 TCGA 1 100 100 1.0 0.0015 5 9621 -14 2042.68376333222 2071.3703423121465 150 TCGA 1 100 100 1.0 0.0015 5 9621 -15 2035.7241157798287 2044.078811415476 150 TCGA 1 100 100 1.0 0.0015 5 9621 -16 2025.3871856665608 2042.7562519629396 150 TCGA 1 100 100 1.0 0.0015 5 9621 -17 2021.3456031551505 2016.170888009383 150 TCGA 1 100 100 1.0 0.0015 5 9621 -18 2015.7810983488584 2016.6201650341552 150 TCGA 1 100 100 1.0 0.0015 5 9621 -19 2009.077046505587 2010.955739390311 150 TCGA 1 100 100 1.0 0.0015 5 9621 -20 2004.345614518767 2020.52637638878 150 TCGA 1 100 100 1.0 0.0015 5 9621 -21 2002.1166364190992 1991.936017367109 150 TCGA 1 100 100 1.0 0.0015 5 9621 -22 1996.2409425163419 1986.461420260482 150 TCGA 1 100 100 1.0 0.0015 5 9621 -23 1990.3688324720601 1993.935666491638 150 TCGA 1 100 100 1.0 0.0015 5 9621 -24 1989.9244159673365 1990.464964593475 150 TCGA 1 100 100 1.0 0.0015 5 9621 -25 1983.1700576525047 1983.680015678981 150 TCGA 1 100 100 1.0 0.0015 5 9621 -26 1979.603713262 1979.8005536716787 150 TCGA 1 100 100 1.0 0.0015 5 9621 -27 1974.9022849017267 1980.0318339745604 150 TCGA 1 100 100 1.0 0.0015 5 9621 -28 1971.162640998773 1977.035981298092 150 TCGA 1 100 100 1.0 0.0015 5 9621 -29 1969.807407273979 1970.5763473127356 150 TCGA 1 100 100 1.0 0.0015 5 9621 -30 1967.3980493248541 1964.4776752414416 150 TCGA 1 100 100 1.0 0.0015 5 9621 -31 1963.6167736136497 1962.4286176978644 150 TCGA 1 100 100 1.0 0.0015 5 9621 -32 1960.991823877896 1956.6113863997723 150 TCGA 1 100 100 1.0 0.0015 5 9621 -33 1957.720590769626 1959.7738086182867 150 TCGA 1 100 100 1.0 0.0015 5 9621 -34 1954.4054062719097 1952.2212748311872 150 TCGA 1 100 100 1.0 0.0015 5 9621 -35 1954.117159131835 1947.0814871476523 150 TCGA 1 100 100 1.0 0.0015 5 9621 -36 1949.891521295036 1942.4488875039258 150 TCGA 1 100 100 1.0 0.0015 5 9621 -37 1948.2786950120862 1944.0872164778973 150 TCGA 1 100 100 1.0 0.0015 5 9621 -38 1947.9839532108947 1939.836666241363 150 TCGA 1 100 100 1.0 0.0015 5 9621 -39 1944.835465991666 1939.5875495642274 150 TCGA 1 100 100 1.0 0.0015 5 9621 -40 1941.5720541990552 1942.26787931356 150 TCGA 1 100 100 1.0 0.0015 5 9621 -41 1941.0405676478001 1939.7581952732412 150 TCGA 1 100 100 1.0 0.0015 5 9621 -42 1937.447808626015 1941.8637952948336 150 TCGA 1 100 100 1.0 0.0015 5 9621 -43 1937.0770866597572 1943.070875618326 150 TCGA 1 100 100 1.0 0.0015 5 9621 -44 1935.4846842293496 1931.4513933191347 150 TCGA 1 100 100 1.0 0.0015 5 9621 -45 1935.75241908778 1930.6520272259736 150 TCGA 1 100 100 1.0 0.0015 5 9621 -46 1931.955125650533 1929.0474111279052 150 TCGA 1 100 100 1.0 0.0015 5 9621 -47 1931.5006580951026 1931.2291566474953 150 TCGA 1 100 100 1.0 0.0015 5 9621 -48 1928.6370527912748 1930.3226606666144 150 TCGA 1 100 100 1.0 0.0015 5 9621 -49 1927.8480158389739 1926.1621259373037 150 TCGA 1 100 100 1.0 0.0015 5 9621 -50 1926.9896692462712 1920.167669401696 150 TCGA 1 100 100 1.0 0.0015 5 9621 -51 1925.123754771084 1923.561309354389 150 TCGA 1 100 100 1.0 0.0015 5 9621 -52 1924.148352926897 1924.9497573315798 150 TCGA 1 100 100 1.0 0.0015 5 9621 -53 1922.9887457276072 1917.447041113772 150 TCGA 1 100 100 1.0 0.0015 5 9621 -54 1922.4650475456986 1921.1246853162295 150 TCGA 1 100 100 1.0 0.0015 5 9621 -55 1920.4486503102894 1917.4105966845948 150 TCGA 1 100 100 1.0 0.0015 5 9621 -56 1918.8712435480818 1918.0092816376805 150 TCGA 1 100 100 1.0 0.0015 5 9621 -57 1917.918411794791 1920.1661984237594 150 TCGA 1 100 100 1.0 0.0015 5 9621 -58 1918.0827431110868 1916.7026097283292 150 TCGA 1 100 100 1.0 0.0015 5 9621 -59 1916.086542101627 1915.7158319674545 150 TCGA 1 100 100 1.0 0.0015 5 9621 -60 1914.5301015798316 1917.629770556886 150 TCGA 1 100 100 1.0 0.0015 5 9621 -61 1914.4350218186887 1912.0666994641174 150 TCGA 1 100 100 1.0 0.0015 5 9621 -62 1912.6799598997866 1912.4100415407113 150 TCGA 1 100 100 1.0 0.0015 5 9621 -63 1912.6994787233857 1909.5178173582758 150 TCGA 1 100 100 1.0 0.0015 5 9621 -64 1911.151722225577 1911.415575803824 150 TCGA 1 100 100 1.0 0.0015 5 9621 -65 1911.4800225168563 1911.0513038826948 150 TCGA 1 100 100 1.0 0.0015 5 9621 -66 1909.6523978838711 1908.5092086408606 150 TCGA 1 100 100 1.0 0.0015 5 9621 -67 1908.593684093749 1911.6457133077497 150 TCGA 1 100 100 1.0 0.0015 5 9621 -68 1908.3989688240133 1904.986873454185 150 TCGA 1 100 100 1.0 0.0015 5 9621 -69 1907.8180831600905 1906.3957813972204 150 TCGA 1 100 100 1.0 0.0015 5 9621 -70 1907.162341116475 1906.707759991363 150 TCGA 1 100 100 1.0 0.0015 5 9621 -71 1906.4806891551093 1906.181098976327 150 TCGA 1 100 100 1.0 0.0015 5 9621 -72 1905.8932694661748 1904.175442642902 150 TCGA 1 100 100 1.0 0.0015 5 9621 -73 1905.4793318842042 1904.285728569606 150 TCGA 1 100 100 1.0 0.0015 5 9621 -74 1903.9765501144755 1903.4769495671717 150 TCGA 1 100 100 1.0 0.0015 5 9621 -75 1903.6172059760959 1901.7729854104507 150 TCGA 1 100 100 1.0 0.0015 5 9621 -76 1903.26147336946 1901.8845380466787 150 TCGA 1 100 100 1.0 0.0015 5 9621 -77 1902.5631276831216 1901.6974269541065 150 TCGA 1 100 100 1.0 0.0015 5 9621 -78 1902.2476378256806 1901.0180032241285 150 TCGA 1 100 100 1.0 0.0015 5 9621 -79 1901.4597588177305 1899.3595062715924 150 TCGA 1 100 100 1.0 0.0015 5 9621 -80 1900.3656061723677 1901.0207409115892 150 TCGA 1 100 100 1.0 0.0015 5 9621 -81 1900.0403975478132 1901.043845325259 150 TCGA 1 100 100 1.0 0.0015 5 9621 -82 1899.7997197192592 1898.6102994219143 150 TCGA 1 100 100 1.0 0.0015 5 9621 -83 1899.0395330273022 1897.6163207394393 150 TCGA 1 100 100 1.0 0.0015 5 9621 -84 1898.74288256092 1897.7159724403266 150 TCGA 1 100 100 1.0 0.0015 5 9621 -85 1898.511128686717 1896.0109317338647 150 TCGA 1 100 100 1.0 0.0015 5 9621 -86 1897.894930461752 1896.5766945076948 150 TCGA 1 100 100 1.0 0.0015 5 9621 -87 1897.5083101283014 1897.2239039435458 150 TCGA 1 100 100 1.0 0.0015 5 9621 -88 1896.9274395341147 1896.4150402893374 150 TCGA 1 100 100 1.0 0.0015 5 9621 -89 1896.2938464735619 1895.930886733472 150 TCGA 1 100 100 1.0 0.0015 5 9621 -90 1895.6962976465268 1894.0157163993797 150 TCGA 1 100 100 1.0 0.0015 5 9621 -91 1895.5830923583521 1895.3288463803392 150 TCGA 1 100 100 1.0 0.0015 5 9621 -92 1894.8128995387626 1894.482323728015 150 TCGA 1 100 100 1.0 0.0015 5 9621 -93 1894.562064953342 1895.5785200416144 150 TCGA 1 100 100 1.0 0.0015 5 9621 -94 1894.0590327616608 1893.1648722126256 150 TCGA 1 100 100 1.0 0.0015 5 9621 -95 1893.9489054193932 1893.0322271759187 150 TCGA 1 100 100 1.0 0.0015 5 9621 -96 1893.4203329408842 1892.538639854546 150 TCGA 1 100 100 1.0 0.0015 5 9621 -97 1893.1845226370872 1893.0327264987045 150 TCGA 1 100 100 1.0 0.0015 5 9621 -98 1892.9685214741287 1890.0152790318782 150 TCGA 1 100 100 1.0 0.0015 5 9621 -99 1892.6200186346962 1890.7233052469378 150 TCGA 1 100 100 1.0 0.0015 5 9621 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index c7bed24a8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5081.8058220630965 4745.154242894158 150 TCGA 1 50 100 0.5 0.0015 5 7152 -1 4175.6347937206565 4198.11979330245 150 TCGA 1 50 100 0.5 0.0015 5 7152 -2 3420.877968901515 3602.649472950691 150 TCGA 1 50 100 0.5 0.0015 5 7152 -3 2838.734351209983 3303.8552663218434 150 TCGA 1 50 100 0.5 0.0015 5 7152 -4 2514.6827348840466 2478.0111764879084 150 TCGA 1 50 100 0.5 0.0015 5 7152 -5 2340.2072598031223 2442.3898508656566 150 TCGA 1 50 100 0.5 0.0015 5 7152 -6 2237.310172229915 2538.0322412845476 150 TCGA 1 50 100 0.5 0.0015 5 7152 -7 2185.673295751828 2186.9092017705716 150 TCGA 1 50 100 0.5 0.0015 5 7152 -8 2142.4157270654423 2142.2500294440956 150 TCGA 1 50 100 0.5 0.0015 5 7152 -9 2116.6971863249423 2133.272578713882 150 TCGA 1 50 100 0.5 0.0015 5 7152 -10 2088.094417319525 2071.457180924152 150 TCGA 1 50 100 0.5 0.0015 5 7152 -11 2074.624750613581 2102.9945957816426 150 TCGA 1 50 100 0.5 0.0015 5 7152 -12 2061.4267562592 2082.0674208444566 150 TCGA 1 50 100 0.5 0.0015 5 7152 -13 2046.0349165376429 2040.7089083110866 150 TCGA 1 50 100 0.5 0.0015 5 7152 -14 2050.3031997655116 2040.2719272632694 150 TCGA 1 50 100 0.5 0.0015 5 7152 -15 2031.2530747030526 2055.3085845487203 150 TCGA 1 50 100 0.5 0.0015 5 7152 -16 2027.3683116396353 2053.987189364793 150 TCGA 1 50 100 0.5 0.0015 5 7152 -17 2018.9881211783368 2033.0088491775282 150 TCGA 1 50 100 0.5 0.0015 5 7152 -18 2018.1259995213657 2020.9219259137485 150 TCGA 1 50 100 0.5 0.0015 5 7152 -19 2014.2613818337575 2017.735704278227 150 TCGA 1 50 100 0.5 0.0015 5 7152 -20 2007.2469196015136 2005.618805698414 150 TCGA 1 50 100 0.5 0.0015 5 7152 -21 2003.8455212390081 2004.9069658595713 150 TCGA 1 50 100 0.5 0.0015 5 7152 -22 1997.2975955268664 1998.3254652167086 150 TCGA 1 50 100 0.5 0.0015 5 7152 -23 1992.022705636768 1998.1336547238143 150 TCGA 1 50 100 0.5 0.0015 5 7152 -24 1988.7569822747203 1999.6102896072157 150 TCGA 1 50 100 0.5 0.0015 5 7152 -25 1986.0348356706595 1984.1839703890546 150 TCGA 1 50 100 0.5 0.0015 5 7152 -26 1982.124096728739 1975.6451961958228 150 TCGA 1 50 100 0.5 0.0015 5 7152 -27 1977.3899261375825 1966.014083478918 150 TCGA 1 50 100 0.5 0.0015 5 7152 -28 1977.308638822954 1971.3652460299545 150 TCGA 1 50 100 0.5 0.0015 5 7152 -29 1971.3914412319534 1968.5622172139997 150 TCGA 1 50 100 0.5 0.0015 5 7152 -30 1969.7925961759822 1969.2614151077653 150 TCGA 1 50 100 0.5 0.0015 5 7152 -31 1967.5489939329732 1969.1834943761778 150 TCGA 1 50 100 0.5 0.0015 5 7152 -32 1965.1003684209838 1962.7012786098462 150 TCGA 1 50 100 0.5 0.0015 5 7152 -33 1963.9415181148584 1960.2761058711526 150 TCGA 1 50 100 0.5 0.0015 5 7152 -34 1960.5111272151694 1961.2199498468908 150 TCGA 1 50 100 0.5 0.0015 5 7152 -35 1954.8114349947723 1957.846180978133 150 TCGA 1 50 100 0.5 0.0015 5 7152 -36 1954.621587794811 1954.8870720791458 150 TCGA 1 50 100 0.5 0.0015 5 7152 -37 1950.7542963735839 1951.7979576839275 150 TCGA 1 50 100 0.5 0.0015 5 7152 -38 1950.3916521810077 1953.3699632194173 150 TCGA 1 50 100 0.5 0.0015 5 7152 -39 1946.793235059215 1941.5237810144472 150 TCGA 1 50 100 0.5 0.0015 5 7152 -40 1946.7720581150065 1949.0530386306532 150 TCGA 1 50 100 0.5 0.0015 5 7152 -41 1945.0718558671579 1945.1096964313756 150 TCGA 1 50 100 0.5 0.0015 5 7152 -42 1941.762905662035 1945.261834686126 150 TCGA 1 50 100 0.5 0.0015 5 7152 -43 1940.4590029873505 1941.3510147171403 150 TCGA 1 50 100 0.5 0.0015 5 7152 -44 1936.7744354271892 1936.9362093671482 150 TCGA 1 50 100 0.5 0.0015 5 7152 -45 1935.2430516662496 1935.3829002188677 150 TCGA 1 50 100 0.5 0.0015 5 7152 -46 1934.9379365590817 1929.900762970124 150 TCGA 1 50 100 0.5 0.0015 5 7152 -47 1932.773549787247 1939.253346812186 150 TCGA 1 50 100 0.5 0.0015 5 7152 -48 1930.3431793257173 1940.8435549328674 150 TCGA 1 50 100 0.5 0.0015 5 7152 -49 1928.652234473975 1929.2489510540986 150 TCGA 1 50 100 0.5 0.0015 5 7152 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index e6711e03b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5076.040841328378 4988.28128680512 150 TCGA 1 50 100 0.0 0.0015 5 4090 -1 4161.138838677631 4172.933061302607 150 TCGA 1 50 100 0.0 0.0015 5 4090 -2 3382.47173735036 3326.6441521572706 150 TCGA 1 50 100 0.0 0.0015 5 4090 -3 2882.1442080000734 2735.8241782643686 150 TCGA 1 50 100 0.0 0.0015 5 4090 -4 2551.1942112919796 2972.698979516724 150 TCGA 1 50 100 0.0 0.0015 5 4090 -5 2373.427446823725 2320.191115489557 150 TCGA 1 50 100 0.0 0.0015 5 4090 -6 2257.8056195618146 2234.3921978054336 150 TCGA 1 50 100 0.0 0.0015 5 4090 -7 2182.3689249887943 2234.486740342337 150 TCGA 1 50 100 0.0 0.0015 5 4090 -8 2146.8605415556285 2161.3929780739636 150 TCGA 1 50 100 0.0 0.0015 5 4090 -9 2109.1255082561443 2098.2103694743246 150 TCGA 1 50 100 0.0 0.0015 5 4090 -10 2089.116576698798 2083.759844142588 150 TCGA 1 50 100 0.0 0.0015 5 4090 -11 2079.202861674756 2076.654277245603 150 TCGA 1 50 100 0.0 0.0015 5 4090 -12 2079.539742436682 2069.7044266743874 150 TCGA 1 50 100 0.0 0.0015 5 4090 -13 2056.3658139739455 2030.0924342169833 150 TCGA 1 50 100 0.0 0.0015 5 4090 -14 2048.713003879653 2035.1335535097362 150 TCGA 1 50 100 0.0 0.0015 5 4090 -15 2037.7056002518418 2024.9012469574434 150 TCGA 1 50 100 0.0 0.0015 5 4090 -16 2033.0487093929203 2013.249269418381 150 TCGA 1 50 100 0.0 0.0015 5 4090 -17 2024.3295253409194 2036.0958147671954 150 TCGA 1 50 100 0.0 0.0015 5 4090 -18 2015.3203125 2039.591752095438 150 TCGA 1 50 100 0.0 0.0015 5 4090 -19 2009.947625091345 2017.232817530033 150 TCGA 1 50 100 0.0 0.0015 5 4090 -20 2009.2682595059787 2022.0102686282978 150 TCGA 1 50 100 0.0 0.0015 5 4090 -21 2001.5312102409675 2001.5490968023712 150 TCGA 1 50 100 0.0 0.0015 5 4090 -22 1996.690715930733 1998.2853243267116 150 TCGA 1 50 100 0.0 0.0015 5 4090 -23 1994.6879311225314 1990.3368343180748 150 TCGA 1 50 100 0.0 0.0015 5 4090 -24 1988.9532013842138 1991.714783021553 150 TCGA 1 50 100 0.0 0.0015 5 4090 -25 1986.2922031910562 1977.8476912148633 150 TCGA 1 50 100 0.0 0.0015 5 4090 -26 1985.5342053578281 1971.7016908271828 150 TCGA 1 50 100 0.0 0.0015 5 4090 -27 1975.6054310756597 1978.949819286864 150 TCGA 1 50 100 0.0 0.0015 5 4090 -28 1975.541620471885 1968.7622824817447 150 TCGA 1 50 100 0.0 0.0015 5 4090 -29 1972.546321929785 1977.7433891871467 150 TCGA 1 50 100 0.0 0.0015 5 4090 -30 1969.0678327790142 1977.428915819331 150 TCGA 1 50 100 0.0 0.0015 5 4090 -31 1967.4596007217558 1979.7488848048838 150 TCGA 1 50 100 0.0 0.0015 5 4090 -32 1964.690592075488 1974.5990689531643 150 TCGA 1 50 100 0.0 0.0015 5 4090 -33 1961.0268966720791 1960.0577619543028 150 TCGA 1 50 100 0.0 0.0015 5 4090 -34 1958.1656602326614 1947.2673560674466 150 TCGA 1 50 100 0.0 0.0015 5 4090 -35 1960.1545920973977 1950.4193986288867 150 TCGA 1 50 100 0.0 0.0015 5 4090 -36 1954.601878037928 1950.5174554412688 150 TCGA 1 50 100 0.0 0.0015 5 4090 -37 1952.39147491404 1947.1966012925957 150 TCGA 1 50 100 0.0 0.0015 5 4090 -38 1948.9177220750432 1948.4673753287923 150 TCGA 1 50 100 0.0 0.0015 5 4090 -39 1947.5764225967123 1941.008724653541 150 TCGA 1 50 100 0.0 0.0015 5 4090 -40 1945.0159652681007 1941.0928844662767 150 TCGA 1 50 100 0.0 0.0015 5 4090 -41 1942.5354041648718 1936.7749422159627 150 TCGA 1 50 100 0.0 0.0015 5 4090 -42 1941.1143151756003 1943.6697004308653 150 TCGA 1 50 100 0.0 0.0015 5 4090 -43 1940.2967254199252 1937.9573226238615 150 TCGA 1 50 100 0.0 0.0015 5 4090 -44 1937.2206500402876 1934.3969340108747 150 TCGA 1 50 100 0.0 0.0015 5 4090 -45 1936.7039276882665 1934.8546075102072 150 TCGA 1 50 100 0.0 0.0015 5 4090 -46 1933.399919239295 1932.2849133362124 150 TCGA 1 50 100 0.0 0.0015 5 4090 -47 1932.5529736377177 1927.9691517892195 150 TCGA 1 50 100 0.0 0.0015 5 4090 -48 1930.446301584279 1927.533541732098 150 TCGA 1 50 100 0.0 0.0015 5 4090 -49 1929.7462254534983 1922.7669334219927 150 TCGA 1 50 100 0.0 0.0015 5 4090 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 0f5b02eff..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5068.270029069057 4825.232335996388 150 TCGA 1 50 100 1.0 0.0015 5 8637 -1 4126.244642095676 4545.811707463096 150 TCGA 1 50 100 1.0 0.0015 5 8637 -2 3376.208433062467 3956.272456030151 150 TCGA 1 50 100 1.0 0.0015 5 8637 -3 2843.6717787226444 2883.053463116363 150 TCGA 1 50 100 1.0 0.0015 5 8637 -4 2500.8920780441194 2705.9162609924624 150 TCGA 1 50 100 1.0 0.0015 5 8637 -5 2323.732748149774 2510.362702182789 150 TCGA 1 50 100 1.0 0.0015 5 8637 -6 2241.135655202694 2323.573875235553 150 TCGA 1 50 100 1.0 0.0015 5 8637 -7 2159.7170370097456 2128.2124820881754 150 TCGA 1 50 100 1.0 0.0015 5 8637 -8 2125.705263921493 2071.067582786982 150 TCGA 1 50 100 1.0 0.0015 5 8637 -9 2110.27538844493 2101.4755049662376 150 TCGA 1 50 100 1.0 0.0015 5 8637 -10 2090.645926467754 2085.1628375029445 150 TCGA 1 50 100 1.0 0.0015 5 8637 -11 2070.0049276129453 2117.0139307376726 150 TCGA 1 50 100 1.0 0.0015 5 8637 -12 2061.94801834878 2052.120246005418 150 TCGA 1 50 100 1.0 0.0015 5 8637 -13 2047.1638144079975 2101.898757704538 150 TCGA 1 50 100 1.0 0.0015 5 8637 -14 2038.748054968511 2052.513440002748 150 TCGA 1 50 100 1.0 0.0015 5 8637 -15 2034.1604823067673 2034.14172485965 150 TCGA 1 50 100 1.0 0.0015 5 8637 -16 2028.9554380954862 2027.5203409626256 150 TCGA 1 50 100 1.0 0.0015 5 8637 -17 2021.3847058910733 2029.1715842395572 150 TCGA 1 50 100 1.0 0.0015 5 8637 -18 2019.0917498263575 2039.1018606214668 150 TCGA 1 50 100 1.0 0.0015 5 8637 -19 2010.0014148520124 2012.3488904483354 150 TCGA 1 50 100 1.0 0.0015 5 8637 -20 2004.8925708490153 2000.874568766685 150 TCGA 1 50 100 1.0 0.0015 5 8637 -21 1998.2732449861653 2010.940140767313 150 TCGA 1 50 100 1.0 0.0015 5 8637 -22 1995.2241203171 2006.8732505299938 150 TCGA 1 50 100 1.0 0.0015 5 8637 -23 1991.9434133044895 2004.7753949189305 150 TCGA 1 50 100 1.0 0.0015 5 8637 -24 1989.053164652754 1980.1461230714117 150 TCGA 1 50 100 1.0 0.0015 5 8637 -25 1985.9493970661267 1985.548020866049 150 TCGA 1 50 100 1.0 0.0015 5 8637 -26 1980.4707447234669 1978.9376582620132 150 TCGA 1 50 100 1.0 0.0015 5 8637 -27 1980.9645086050646 1972.9542254730684 150 TCGA 1 50 100 1.0 0.0015 5 8637 -28 1975.9051740126679 1976.1167716021514 150 TCGA 1 50 100 1.0 0.0015 5 8637 -29 1970.3563116878147 1967.4926573786904 150 TCGA 1 50 100 1.0 0.0015 5 8637 -30 1970.4478335060676 1969.476917055983 150 TCGA 1 50 100 1.0 0.0015 5 8637 -31 1968.7262780825758 1999.167619714785 150 TCGA 1 50 100 1.0 0.0015 5 8637 -32 1963.269013605928 1966.286418052175 150 TCGA 1 50 100 1.0 0.0015 5 8637 -33 1959.5325976377194 1959.093965309948 150 TCGA 1 50 100 1.0 0.0015 5 8637 -34 1958.332008495516 1955.4775844554806 150 TCGA 1 50 100 1.0 0.0015 5 8637 -35 1956.3923609899962 1951.5397354202653 150 TCGA 1 50 100 1.0 0.0015 5 8637 -36 1953.5431499547199 1949.8738338911353 150 TCGA 1 50 100 1.0 0.0015 5 8637 -37 1951.0196980662558 1950.9238624764448 150 TCGA 1 50 100 1.0 0.0015 5 8637 -38 1949.9407283980102 1952.4144550879396 150 TCGA 1 50 100 1.0 0.0015 5 8637 -39 1949.9807967007034 1962.5929666643765 150 TCGA 1 50 100 1.0 0.0015 5 8637 -40 1946.5401924713233 1945.30578735965 150 TCGA 1 50 100 1.0 0.0015 5 8637 -41 1944.1093674515066 1944.8099862103486 150 TCGA 1 50 100 1.0 0.0015 5 8637 -42 1944.0013544913154 1949.2302393314228 150 TCGA 1 50 100 1.0 0.0015 5 8637 -43 1942.153374596251 1946.491752586173 150 TCGA 1 50 100 1.0 0.0015 5 8637 -44 1939.3909235061285 1935.2848838921168 150 TCGA 1 50 100 1.0 0.0015 5 8637 -45 1938.8091628301063 1934.8311178696215 150 TCGA 1 50 100 1.0 0.0015 5 8637 -46 1937.11327799352 1938.139858840099 150 TCGA 1 50 100 1.0 0.0015 5 8637 -47 1935.863672926884 1936.659963636542 150 TCGA 1 50 100 1.0 0.0015 5 8637 -48 1933.993770271929 1932.1581540515076 150 TCGA 1 50 100 1.0 0.0015 5 8637 -49 1932.5103678149242 1936.2235696303785 150 TCGA 1 50 100 1.0 0.0015 5 8637 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 25b85db5f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4257.203199122391 3010.711570548053 50 TCGA 1 100 100 0.5 0.0015 5 293 -1 2625.3435145524054 2472.772528413552 50 TCGA 1 100 100 0.5 0.0015 5 293 -2 2200.7319591005726 2117.080952860003 50 TCGA 1 100 100 0.5 0.0015 5 293 -3 2100.8318556453355 2106.9087245308574 50 TCGA 1 100 100 0.5 0.0015 5 293 -4 2059.330634983087 2043.2229206334407 50 TCGA 1 100 100 0.5 0.0015 5 293 -5 2030.0827512454741 2029.4703019491992 50 TCGA 1 100 100 0.5 0.0015 5 293 -6 2018.4458670690133 2012.3041863369583 50 TCGA 1 100 100 0.5 0.0015 5 293 -7 2000.747759677986 1999.8927713518765 50 TCGA 1 100 100 0.5 0.0015 5 293 -8 1988.6992871224554 1982.8672488418656 50 TCGA 1 100 100 0.5 0.0015 5 293 -9 1977.9836470608946 1971.7532873105763 50 TCGA 1 100 100 0.5 0.0015 5 293 -10 1971.6251933177357 1968.6045161108275 50 TCGA 1 100 100 0.5 0.0015 5 293 -11 1962.1199174930587 1950.062517789141 50 TCGA 1 100 100 0.5 0.0015 5 293 -12 1954.7026301240373 1945.442188358786 50 TCGA 1 100 100 0.5 0.0015 5 293 -13 1948.240506475027 1944.691654071137 50 TCGA 1 100 100 0.5 0.0015 5 293 -14 1942.3428349972357 1938.6985660725502 50 TCGA 1 100 100 0.5 0.0015 5 293 -15 1936.9532145600137 1936.2357797287218 50 TCGA 1 100 100 0.5 0.0015 5 293 -16 1931.8159971870552 1929.0088289347127 50 TCGA 1 100 100 0.5 0.0015 5 293 -17 1928.2921878624368 1924.7235690169598 50 TCGA 1 100 100 0.5 0.0015 5 293 -18 1923.5503442821553 1918.8086262611887 50 TCGA 1 100 100 0.5 0.0015 5 293 -19 1921.564814580659 1921.751596728761 50 TCGA 1 100 100 0.5 0.0015 5 293 -20 1917.775288693087 1914.3895190061637 50 TCGA 1 100 100 0.5 0.0015 5 293 -21 1915.3254580654755 1914.112844495917 50 TCGA 1 100 100 0.5 0.0015 5 293 -22 1913.096537887551 1909.1171868865813 50 TCGA 1 100 100 0.5 0.0015 5 293 -23 1910.7944532688846 1907.378216767431 50 TCGA 1 100 100 0.5 0.0015 5 293 -24 1908.2436834778794 1905.389224565209 50 TCGA 1 100 100 0.5 0.0015 5 293 -25 1905.6987968655167 1905.3607619395807 50 TCGA 1 100 100 0.5 0.0015 5 293 -26 1904.3810663863023 1901.7387824130417 50 TCGA 1 100 100 0.5 0.0015 5 293 -27 1902.6766904347016 1902.656234051115 50 TCGA 1 100 100 0.5 0.0015 5 293 -28 1900.533760882366 1897.7927896317526 50 TCGA 1 100 100 0.5 0.0015 5 293 -29 1899.384116631691 1895.9163100659548 50 TCGA 1 100 100 0.5 0.0015 5 293 -30 1898.0599359920454 1897.583669077811 50 TCGA 1 100 100 0.5 0.0015 5 293 -31 1896.561198879531 1894.210534483943 50 TCGA 1 100 100 0.5 0.0015 5 293 -32 1895.3870747009817 1892.1819074621153 50 TCGA 1 100 100 0.5 0.0015 5 293 -33 1894.6972215875796 1892.5327510354507 50 TCGA 1 100 100 0.5 0.0015 5 293 -34 1893.5416910789124 1890.5584164720085 50 TCGA 1 100 100 0.5 0.0015 5 293 -35 1892.7634822633838 1890.173712188874 50 TCGA 1 100 100 0.5 0.0015 5 293 -36 1891.7783033897042 1890.0631134186558 50 TCGA 1 100 100 0.5 0.0015 5 293 -37 1891.0140442446361 1889.0443434212077 50 TCGA 1 100 100 0.5 0.0015 5 293 -38 1889.9507617356455 1888.0389140526854 50 TCGA 1 100 100 0.5 0.0015 5 293 -39 1889.3490162868693 1888.0780176517353 50 TCGA 1 100 100 0.5 0.0015 5 293 -40 1888.8615503286674 1887.3002463489322 50 TCGA 1 100 100 0.5 0.0015 5 293 -41 1888.132145085097 1887.7048707894944 50 TCGA 1 100 100 0.5 0.0015 5 293 -42 1887.6972497377376 1886.2984097734768 50 TCGA 1 100 100 0.5 0.0015 5 293 -43 1886.7976566914642 1886.390286392902 50 TCGA 1 100 100 0.5 0.0015 5 293 -44 1886.312708768984 1885.4441408703674 50 TCGA 1 100 100 0.5 0.0015 5 293 -45 1885.8247275920382 1884.869646695391 50 TCGA 1 100 100 0.5 0.0015 5 293 -46 1885.3614424833138 1883.984622821137 50 TCGA 1 100 100 0.5 0.0015 5 293 -47 1885.1415595280191 1883.5663344800173 50 TCGA 1 100 100 0.5 0.0015 5 293 -48 1884.8388109689365 1883.3462509078597 50 TCGA 1 100 100 0.5 0.0015 5 293 -49 1884.2057117896895 1883.086769909116 50 TCGA 1 100 100 0.5 0.0015 5 293 -50 1883.7577618542414 1882.1705708719378 50 TCGA 1 100 100 0.5 0.0015 5 293 -51 1883.3730481694167 1882.5397814266646 50 TCGA 1 100 100 0.5 0.0015 5 293 -52 1882.9571559772733 1882.1914056365813 50 TCGA 1 100 100 0.5 0.0015 5 293 -53 1882.843887276303 1881.4975027726523 50 TCGA 1 100 100 0.5 0.0015 5 293 -54 1882.55420728501 1881.4884750902952 50 TCGA 1 100 100 0.5 0.0015 5 293 -55 1882.0078094342762 1880.426194694174 50 TCGA 1 100 100 0.5 0.0015 5 293 -56 1881.5700384242843 1880.6013870622644 50 TCGA 1 100 100 0.5 0.0015 5 293 -57 1881.2252899793286 1879.9938682671168 50 TCGA 1 100 100 0.5 0.0015 5 293 -58 1880.8959936275455 1880.025889334367 50 TCGA 1 100 100 0.5 0.0015 5 293 -59 1880.6919184575218 1879.5960263966315 50 TCGA 1 100 100 0.5 0.0015 5 293 -60 1880.1463232133015 1879.3101855714117 50 TCGA 1 100 100 0.5 0.0015 5 293 -61 1879.873062598757 1879.192019055237 50 TCGA 1 100 100 0.5 0.0015 5 293 -62 1879.6454888867645 1878.7091665603407 50 TCGA 1 100 100 0.5 0.0015 5 293 -63 1879.2415028489158 1878.6764363811244 50 TCGA 1 100 100 0.5 0.0015 5 293 -64 1878.8698891793954 1878.6464727200455 50 TCGA 1 100 100 0.5 0.0015 5 293 -65 1878.5997662310594 1877.9806527755968 50 TCGA 1 100 100 0.5 0.0015 5 293 -66 1878.3216267281418 1877.5505683937265 50 TCGA 1 100 100 0.5 0.0015 5 293 -67 1878.1394838558163 1877.5683188893688 50 TCGA 1 100 100 0.5 0.0015 5 293 -68 1878.0633163954587 1877.1869430158606 50 TCGA 1 100 100 0.5 0.0015 5 293 -69 1877.6369427658508 1877.1947070557867 50 TCGA 1 100 100 0.5 0.0015 5 293 -70 1877.4015719778556 1876.7274292605607 50 TCGA 1 100 100 0.5 0.0015 5 293 -71 1877.211501334312 1876.6357550692917 50 TCGA 1 100 100 0.5 0.0015 5 293 -72 1876.9906099738653 1876.3729278717808 50 TCGA 1 100 100 0.5 0.0015 5 293 -73 1876.94561632005 1876.2789380250863 50 TCGA 1 100 100 0.5 0.0015 5 293 -74 1876.8185384950277 1876.501074709485 50 TCGA 1 100 100 0.5 0.0015 5 293 -75 1876.5753110469832 1875.9754252218122 50 TCGA 1 100 100 0.5 0.0015 5 293 -76 1876.3813993511674 1875.5912858972597 50 TCGA 1 100 100 0.5 0.0015 5 293 -77 1876.295797650124 1875.8930253072 50 TCGA 1 100 100 0.5 0.0015 5 293 -78 1876.0327305538817 1875.713916874411 50 TCGA 1 100 100 0.5 0.0015 5 293 -79 1875.831759981125 1875.3362098578832 50 TCGA 1 100 100 0.5 0.0015 5 293 -80 1875.9682485565754 1875.392579965256 50 TCGA 1 100 100 0.5 0.0015 5 293 -81 1875.591248546438 1875.272291633951 50 TCGA 1 100 100 0.5 0.0015 5 293 -82 1875.5549966612223 1875.053017774419 50 TCGA 1 100 100 0.5 0.0015 5 293 -83 1875.5502060520714 1874.8821113624765 50 TCGA 1 100 100 0.5 0.0015 5 293 -84 1875.5042436022566 1875.168179152599 50 TCGA 1 100 100 0.5 0.0015 5 293 -85 1875.3650033011716 1874.7696735631282 50 TCGA 1 100 100 0.5 0.0015 5 293 -86 1875.2104797397344 1874.6332780847597 50 TCGA 1 100 100 0.5 0.0015 5 293 -87 1874.9750956941866 1874.5276388043735 50 TCGA 1 100 100 0.5 0.0015 5 293 -88 1875.054048426011 1874.6284878984768 50 TCGA 1 100 100 0.5 0.0015 5 293 -89 1875.1297850227206 1874.5201949689856 50 TCGA 1 100 100 0.5 0.0015 5 293 -90 1875.0338048925357 1874.7654882076397 50 TCGA 1 100 100 0.5 0.0015 5 293 -91 1874.8226495762597 1874.06039168008 50 TCGA 1 100 100 0.5 0.0015 5 293 -92 1874.8123660483043 1874.134377330991 50 TCGA 1 100 100 0.5 0.0015 5 293 -93 1874.7600796505042 1874.1994389672975 50 TCGA 1 100 100 0.5 0.0015 5 293 -94 1874.514211646786 1874.2302522132145 50 TCGA 1 100 100 0.5 0.0015 5 293 -95 1874.5091052135729 1873.9387844986652 50 TCGA 1 100 100 0.5 0.0015 5 293 -96 1874.5510130323514 1873.8033318447708 50 TCGA 1 100 100 0.5 0.0015 5 293 -97 1874.3354767557632 1873.8310264702418 50 TCGA 1 100 100 0.5 0.0015 5 293 -98 1874.2554229521727 1873.7802255908448 50 TCGA 1 100 100 0.5 0.0015 5 293 -99 1874.334664189053 1873.8059781328518 50 TCGA 1 100 100 0.5 0.0015 5 293 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index e4b0b09db..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4281.1219372464575 3657.886359286668 50 TCGA 1 100 100 0.0 0.0015 5 5173 -1 2656.002126576845 2310.485324572079 50 TCGA 1 100 100 0.0 0.0015 5 5173 -2 2201.437295454902 2201.5073094967024 50 TCGA 1 100 100 0.0 0.0015 5 5173 -3 2096.6333954780544 2063.3021902726523 50 TCGA 1 100 100 0.0 0.0015 5 5173 -4 2056.134329147671 2055.1659861809044 50 TCGA 1 100 100 0.0 0.0015 5 5173 -5 2032.2872873504907 2026.0784212812107 50 TCGA 1 100 100 0.0 0.0015 5 5173 -6 2010.5985367259007 2020.227250142313 50 TCGA 1 100 100 0.0 0.0015 5 5173 -7 1997.4649959325338 1984.1842660568468 50 TCGA 1 100 100 0.0 0.0015 5 5173 -8 1986.3520297708224 1983.3906955431455 50 TCGA 1 100 100 0.0 0.0015 5 5173 -9 1977.1384490445623 1975.7844299623116 50 TCGA 1 100 100 0.0 0.0015 5 5173 -10 1965.5387063310113 1957.6199073983198 50 TCGA 1 100 100 0.0 0.0015 5 5173 -11 1963.517113933527 1953.469403904287 50 TCGA 1 100 100 0.0 0.0015 5 5173 -12 1954.7864809152284 1944.920699076437 50 TCGA 1 100 100 0.0 0.0015 5 5173 -13 1949.3822756713091 1944.681692152167 50 TCGA 1 100 100 0.0 0.0015 5 5173 -14 1942.9037008165235 1936.2338229232098 50 TCGA 1 100 100 0.0 0.0015 5 5173 -15 1938.1800871886423 1932.0587974049938 50 TCGA 1 100 100 0.0 0.0015 5 5173 -16 1934.2012552626898 1932.5800953007224 50 TCGA 1 100 100 0.0 0.0015 5 5173 -17 1930.1458174369873 1925.3866230566896 50 TCGA 1 100 100 0.0 0.0015 5 5173 -18 1925.627951978719 1921.9850792046168 50 TCGA 1 100 100 0.0 0.0015 5 5173 -19 1922.364479757284 1921.847121962351 50 TCGA 1 100 100 0.0 0.0015 5 5173 -20 1919.9439134262466 1916.2495068114008 50 TCGA 1 100 100 0.0 0.0015 5 5173 -21 1917.2861574881708 1914.565311911118 50 TCGA 1 100 100 0.0 0.0015 5 5173 -22 1913.8906145492879 1911.346052160215 50 TCGA 1 100 100 0.0 0.0015 5 5173 -23 1911.6810796384048 1908.4082804157506 50 TCGA 1 100 100 0.0 0.0015 5 5173 -24 1909.1792615415102 1904.487766591748 50 TCGA 1 100 100 0.0 0.0015 5 5173 -25 1906.4699928580897 1904.6037327752042 50 TCGA 1 100 100 0.0 0.0015 5 5173 -26 1904.642657643065 1902.2834742560458 50 TCGA 1 100 100 0.0 0.0015 5 5173 -27 1902.867366878911 1899.26201993856 50 TCGA 1 100 100 0.0 0.0015 5 5173 -28 1901.5562288914691 1898.197080372566 50 TCGA 1 100 100 0.0 0.0015 5 5173 -29 1899.7046308835738 1896.420573939031 50 TCGA 1 100 100 0.0 0.0015 5 5173 -30 1898.6075841539844 1894.5433417085428 50 TCGA 1 100 100 0.0 0.0015 5 5173 -31 1896.6757760995838 1893.4095937450927 50 TCGA 1 100 100 0.0 0.0015 5 5173 -32 1895.7695156352463 1891.380560026696 50 TCGA 1 100 100 0.0 0.0015 5 5173 -33 1894.6622514202068 1892.562211079813 50 TCGA 1 100 100 0.0 0.0015 5 5173 -34 1893.7132911584197 1889.2991679589354 50 TCGA 1 100 100 0.0 0.0015 5 5173 -35 1892.5723680065523 1888.9331815326634 50 TCGA 1 100 100 0.0 0.0015 5 5173 -36 1891.9735601344057 1888.6309746977072 50 TCGA 1 100 100 0.0 0.0015 5 5173 -37 1891.31688864506 1888.1326934967808 50 TCGA 1 100 100 0.0 0.0015 5 5173 -38 1890.219314270326 1886.761091222715 50 TCGA 1 100 100 0.0 0.0015 5 5173 -39 1889.9011105932234 1887.205582355135 50 TCGA 1 100 100 0.0 0.0015 5 5173 -40 1889.0700775565467 1886.0760338558025 50 TCGA 1 100 100 0.0 0.0015 5 5173 -41 1888.2069862587987 1884.9610344201476 50 TCGA 1 100 100 0.0 0.0015 5 5173 -42 1888.0297669117865 1885.1868276931532 50 TCGA 1 100 100 0.0 0.0015 5 5173 -43 1887.5260251208413 1883.5573877689228 50 TCGA 1 100 100 0.0 0.0015 5 5173 -44 1886.6125494548953 1883.636653114204 50 TCGA 1 100 100 0.0 0.0015 5 5173 -45 1886.279704493648 1883.1985642322943 50 TCGA 1 100 100 0.0 0.0015 5 5173 -46 1886.013081689088 1882.5800535882538 50 TCGA 1 100 100 0.0 0.0015 5 5173 -47 1885.2836234289323 1882.2909082767353 50 TCGA 1 100 100 0.0 0.0015 5 5173 -48 1885.2568616895805 1881.787091585859 50 TCGA 1 100 100 0.0 0.0015 5 5173 -49 1884.6158432005134 1881.169315817368 50 TCGA 1 100 100 0.0 0.0015 5 5173 -50 1884.2237812344124 1880.8186114900675 50 TCGA 1 100 100 0.0 0.0015 5 5173 -51 1883.799395801686 1880.4134128896435 50 TCGA 1 100 100 0.0 0.0015 5 5173 -52 1883.595563709503 1880.3821150429883 50 TCGA 1 100 100 0.0 0.0015 5 5173 -53 1882.9890940347173 1879.7012540730998 50 TCGA 1 100 100 0.0 0.0015 5 5173 -54 1882.8383933628413 1879.456284719496 50 TCGA 1 100 100 0.0 0.0015 5 5173 -55 1882.5963867405508 1879.6257710672503 50 TCGA 1 100 100 0.0 0.0015 5 5173 -56 1882.1203048643038 1878.907964505143 50 TCGA 1 100 100 0.0 0.0015 5 5173 -57 1881.773733853309 1878.6114728918028 50 TCGA 1 100 100 0.0 0.0015 5 5173 -58 1881.6344871755184 1878.780278958268 50 TCGA 1 100 100 0.0 0.0015 5 5173 -59 1881.2036011546088 1877.7682436842415 50 TCGA 1 100 100 0.0 0.0015 5 5173 -60 1880.9409520050979 1878.0753474403266 50 TCGA 1 100 100 0.0 0.0015 5 5173 -61 1880.6393500948766 1877.3596817093278 50 TCGA 1 100 100 0.0 0.0015 5 5173 -62 1880.2994574567997 1877.436892102112 50 TCGA 1 100 100 0.0 0.0015 5 5173 -63 1880.1133753200343 1876.9599989694566 50 TCGA 1 100 100 0.0 0.0015 5 5173 -64 1879.9660021712411 1876.518973652442 50 TCGA 1 100 100 0.0 0.0015 5 5173 -65 1879.5427107931794 1876.5463057474874 50 TCGA 1 100 100 0.0 0.0015 5 5173 -66 1879.0963458506067 1875.8855704302764 50 TCGA 1 100 100 0.0 0.0015 5 5173 -67 1879.1231583174697 1876.0408782192212 50 TCGA 1 100 100 0.0 0.0015 5 5173 -68 1878.7713990661232 1875.783990754554 50 TCGA 1 100 100 0.0 0.0015 5 5173 -69 1878.6090634679513 1876.0842168606705 50 TCGA 1 100 100 0.0 0.0015 5 5173 -70 1878.6134313205907 1875.4040361720713 50 TCGA 1 100 100 0.0 0.0015 5 5173 -71 1878.1202704736943 1875.3515674073492 50 TCGA 1 100 100 0.0 0.0015 5 5173 -72 1877.9652097020542 1875.030023776107 50 TCGA 1 100 100 0.0 0.0015 5 5173 -73 1877.6670175853192 1874.90861840943 50 TCGA 1 100 100 0.0 0.0015 5 5173 -74 1877.6195972952303 1874.4187158939228 50 TCGA 1 100 100 0.0 0.0015 5 5173 -75 1877.3071198725836 1874.3168564992934 50 TCGA 1 100 100 0.0 0.0015 5 5173 -76 1877.202465119965 1874.4386697893765 50 TCGA 1 100 100 0.0 0.0015 5 5173 -77 1877.2262976078307 1874.109351690091 50 TCGA 1 100 100 0.0 0.0015 5 5173 -78 1876.8398796939093 1873.7148179864164 50 TCGA 1 100 100 0.0 0.0015 5 5173 -79 1876.8659571500639 1874.0502721125158 50 TCGA 1 100 100 0.0 0.0015 5 5173 -80 1876.7830503020705 1873.784646499097 50 TCGA 1 100 100 0.0 0.0015 5 5173 -81 1876.6212594762208 1873.2835944861024 50 TCGA 1 100 100 0.0 0.0015 5 5173 -82 1876.4336992109018 1873.669707791889 50 TCGA 1 100 100 0.0 0.0015 5 5173 -83 1876.235309895906 1873.499984051115 50 TCGA 1 100 100 0.0 0.0015 5 5173 -84 1876.1919279544531 1873.3037870014134 50 TCGA 1 100 100 0.0 0.0015 5 5173 -85 1876.0990373517989 1873.1972858678157 50 TCGA 1 100 100 0.0 0.0015 5 5173 -86 1876.037089222975 1873.074801497723 50 TCGA 1 100 100 0.0 0.0015 5 5173 -87 1876.0086641717214 1872.9308125098146 50 TCGA 1 100 100 0.0 0.0015 5 5173 -88 1875.8904594372846 1873.1503145610866 50 TCGA 1 100 100 0.0 0.0015 5 5173 -89 1875.8039213415368 1873.2432254043656 50 TCGA 1 100 100 0.0 0.0015 5 5173 -90 1875.5890897726797 1872.7697115950848 50 TCGA 1 100 100 0.0 0.0015 5 5173 -91 1875.6610301584387 1872.5186503808104 50 TCGA 1 100 100 0.0 0.0015 5 5173 -92 1875.451898778572 1872.623984178706 50 TCGA 1 100 100 0.0 0.0015 5 5173 -93 1875.3719928110002 1872.3815985444803 50 TCGA 1 100 100 0.0 0.0015 5 5173 -94 1875.3840009517096 1873.0029284606626 50 TCGA 1 100 100 0.0 0.0015 5 5173 -95 1875.261636411469 1872.8187899948964 50 TCGA 1 100 100 0.0 0.0015 5 5173 -96 1875.157492462952 1872.1377272102702 50 TCGA 1 100 100 0.0 0.0015 5 5173 -97 1875.1111367420767 1871.8610477926743 50 TCGA 1 100 100 0.0 0.0015 5 5173 -98 1874.9603080591967 1872.2576757076397 50 TCGA 1 100 100 0.0 0.0015 5 5173 -99 1875.0562650942618 1872.0660185694096 50 TCGA 1 100 100 0.0 0.0015 5 5173 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index 3990ee854..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4253.770978952947 3594.6203760501726 50 TCGA 1 100 100 1.0 0.0015 5 5602 -1 2627.4191142679497 2365.5787089745604 50 TCGA 1 100 100 1.0 0.0015 5 5602 -2 2192.9363094090963 2141.902241922503 50 TCGA 1 100 100 1.0 0.0015 5 5602 -3 2095.831070384006 2059.33056640625 50 TCGA 1 100 100 1.0 0.0015 5 5602 -4 2054.2231654326743 2066.8004720869976 50 TCGA 1 100 100 1.0 0.0015 5 5602 -5 2034.1949098682628 2028.7397927135678 50 TCGA 1 100 100 1.0 0.0015 5 5602 -6 2015.6021904965066 2011.8201554648242 50 TCGA 1 100 100 1.0 0.0015 5 5602 -7 2002.7299846926362 2007.529917041261 50 TCGA 1 100 100 1.0 0.0015 5 5602 -8 1990.3024342474441 1989.4887701446687 50 TCGA 1 100 100 1.0 0.0015 5 5602 -9 1980.4080969146992 1973.7664629298838 50 TCGA 1 100 100 1.0 0.0015 5 5602 -10 1970.000106305679 1972.850099496506 50 TCGA 1 100 100 1.0 0.0015 5 5602 -11 1961.929720051175 1952.8933743424152 50 TCGA 1 100 100 1.0 0.0015 5 5602 -12 1954.835663873924 1959.7180856675957 50 TCGA 1 100 100 1.0 0.0015 5 5602 -13 1949.0132463797752 1947.9933756919363 50 TCGA 1 100 100 1.0 0.0015 5 5602 -14 1942.4929286830327 1941.2448988104586 50 TCGA 1 100 100 1.0 0.0015 5 5602 -15 1937.0556416077757 1933.009441126531 50 TCGA 1 100 100 1.0 0.0015 5 5602 -16 1934.6123599795335 1925.0146827889448 50 TCGA 1 100 100 1.0 0.0015 5 5602 -17 1928.4279729564457 1924.9388501344613 50 TCGA 1 100 100 1.0 0.0015 5 5602 -18 1925.5346726422758 1919.529990038081 50 TCGA 1 100 100 1.0 0.0015 5 5602 -19 1920.9498849386136 1919.016654929923 50 TCGA 1 100 100 1.0 0.0015 5 5602 -20 1918.4476037539066 1915.0973378857177 50 TCGA 1 100 100 1.0 0.0015 5 5602 -21 1915.9367054461209 1914.3385328743327 50 TCGA 1 100 100 1.0 0.0015 5 5602 -22 1913.7449286795445 1911.1313697393216 50 TCGA 1 100 100 1.0 0.0015 5 5602 -23 1910.9020242879453 1908.6213973922347 50 TCGA 1 100 100 1.0 0.0015 5 5602 -24 1907.9424076653017 1906.7479744915986 50 TCGA 1 100 100 1.0 0.0015 5 5602 -25 1906.296735366496 1902.95496402913 50 TCGA 1 100 100 1.0 0.0015 5 5602 -26 1904.3986890664896 1901.7512820449906 50 TCGA 1 100 100 1.0 0.0015 5 5602 -27 1902.808646112564 1901.257546889722 50 TCGA 1 100 100 1.0 0.0015 5 5602 -28 1901.1648214097295 1900.3455970035725 50 TCGA 1 100 100 1.0 0.0015 5 5602 -29 1899.6003240156765 1897.7940477534155 50 TCGA 1 100 100 1.0 0.0015 5 5602 -30 1898.5423250024853 1896.5659418920775 50 TCGA 1 100 100 1.0 0.0015 5 5602 -31 1896.8427655211196 1896.572622021239 50 TCGA 1 100 100 1.0 0.0015 5 5602 -32 1895.8654810635821 1893.7429512062265 50 TCGA 1 100 100 1.0 0.0015 5 5602 -33 1895.167435572927 1894.4175632802685 50 TCGA 1 100 100 1.0 0.0015 5 5602 -34 1893.9835746416836 1892.554662349835 50 TCGA 1 100 100 1.0 0.0015 5 5602 -35 1892.569158983917 1892.3141721792556 50 TCGA 1 100 100 1.0 0.0015 5 5602 -36 1892.1586921420237 1890.5086811008166 50 TCGA 1 100 100 1.0 0.0015 5 5602 -37 1891.3469747736433 1890.3686051105135 50 TCGA 1 100 100 1.0 0.0015 5 5602 -38 1890.837661090846 1889.8009628219222 50 TCGA 1 100 100 1.0 0.0015 5 5602 -39 1889.6545515889661 1888.5771410764762 50 TCGA 1 100 100 1.0 0.0015 5 5602 -40 1889.2899704447866 1887.9400389398163 50 TCGA 1 100 100 1.0 0.0015 5 5602 -41 1888.551603204638 1887.3440407604428 50 TCGA 1 100 100 1.0 0.0015 5 5602 -42 1887.9159626629166 1887.653297002591 50 TCGA 1 100 100 1.0 0.0015 5 5602 -43 1887.509981710845 1886.369530759265 50 TCGA 1 100 100 1.0 0.0015 5 5602 -44 1886.8011725453716 1885.6535435968908 50 TCGA 1 100 100 1.0 0.0015 5 5602 -45 1886.6037040920792 1885.2079065984217 50 TCGA 1 100 100 1.0 0.0015 5 5602 -46 1886.0131514513382 1885.2110111102386 50 TCGA 1 100 100 1.0 0.0015 5 5602 -47 1885.4687277632827 1884.542555305826 50 TCGA 1 100 100 1.0 0.0015 5 5602 -48 1885.099574343995 1884.466481577811 50 TCGA 1 100 100 1.0 0.0015 5 5602 -49 1884.6323579962145 1884.2233144482177 50 TCGA 1 100 100 1.0 0.0015 5 5602 -50 1884.0905314123063 1883.5813583297347 50 TCGA 1 100 100 1.0 0.0015 5 5602 -51 1883.6934080723208 1883.2434284459407 50 TCGA 1 100 100 1.0 0.0015 5 5602 -52 1883.4043215779218 1882.7323642136464 50 TCGA 1 100 100 1.0 0.0015 5 5602 -53 1882.8756061004253 1881.7647827761857 50 TCGA 1 100 100 1.0 0.0015 5 5602 -54 1882.5951384050345 1881.87124894492 50 TCGA 1 100 100 1.0 0.0015 5 5602 -55 1882.3625700838106 1881.654706638662 50 TCGA 1 100 100 1.0 0.0015 5 5602 -56 1881.9953451683537 1881.8232679510836 50 TCGA 1 100 100 1.0 0.0015 5 5602 -57 1881.550128100932 1880.773746049584 50 TCGA 1 100 100 1.0 0.0015 5 5602 -58 1881.2862691486478 1880.2536786716787 50 TCGA 1 100 100 1.0 0.0015 5 5602 -59 1880.72310004419 1880.2021803352702 50 TCGA 1 100 100 1.0 0.0015 5 5602 -60 1880.3975464371329 1879.9875359463333 50 TCGA 1 100 100 1.0 0.0015 5 5602 -61 1880.2804543560858 1879.5507076397614 50 TCGA 1 100 100 1.0 0.0015 5 5602 -62 1879.7366907933233 1878.9362124342415 50 TCGA 1 100 100 1.0 0.0015 5 5602 -63 1879.241849425595 1878.9256002914965 50 TCGA 1 100 100 1.0 0.0015 5 5602 -64 1879.0565676335207 1878.803338592376 50 TCGA 1 100 100 1.0 0.0015 5 5602 -65 1878.7296512645062 1878.4526318114008 50 TCGA 1 100 100 1.0 0.0015 5 5602 -66 1878.8881872317424 1878.140895517627 50 TCGA 1 100 100 1.0 0.0015 5 5602 -67 1878.388584263424 1878.015229344967 50 TCGA 1 100 100 1.0 0.0015 5 5602 -68 1878.1255620221286 1877.615113531525 50 TCGA 1 100 100 1.0 0.0015 5 5602 -69 1877.800683964362 1877.399362535333 50 TCGA 1 100 100 1.0 0.0015 5 5602 -70 1877.7308213491235 1877.2678253327183 50 TCGA 1 100 100 1.0 0.0015 5 5602 -71 1877.395133276419 1877.4729071382303 50 TCGA 1 100 100 1.0 0.0015 5 5602 -72 1877.3119199377895 1877.1609843651854 50 TCGA 1 100 100 1.0 0.0015 5 5602 -73 1877.0468896745983 1876.5922667536904 50 TCGA 1 100 100 1.0 0.0015 5 5602 -74 1876.8887951171002 1876.6436405661118 50 TCGA 1 100 100 1.0 0.0015 5 5602 -75 1876.7198449811947 1876.472460569449 50 TCGA 1 100 100 1.0 0.0015 5 5602 -76 1876.6920117917823 1876.308404817054 50 TCGA 1 100 100 1.0 0.0015 5 5602 -77 1876.273602558574 1876.4721955725895 50 TCGA 1 100 100 1.0 0.0015 5 5602 -78 1876.223151412097 1876.3536879956423 50 TCGA 1 100 100 1.0 0.0015 5 5602 -79 1876.176595206505 1876.0210218573336 50 TCGA 1 100 100 1.0 0.0015 5 5602 -80 1876.155119047645 1875.791564634697 50 TCGA 1 100 100 1.0 0.0015 5 5602 -81 1876.033366752903 1876.265186405661 50 TCGA 1 100 100 1.0 0.0015 5 5602 -82 1875.843927239717 1875.6621007871388 50 TCGA 1 100 100 1.0 0.0015 5 5602 -83 1875.8304088007912 1875.3735449709484 50 TCGA 1 100 100 1.0 0.0015 5 5602 -84 1875.7086399511402 1875.5251495514683 50 TCGA 1 100 100 1.0 0.0015 5 5602 -85 1875.58236545478 1875.6432209877512 50 TCGA 1 100 100 1.0 0.0015 5 5602 -86 1875.4416387136234 1875.145367339628 50 TCGA 1 100 100 1.0 0.0015 5 5602 -87 1875.2313185277853 1875.2484002041458 50 TCGA 1 100 100 1.0 0.0015 5 5602 -88 1875.3122137022651 1875.365638617894 50 TCGA 1 100 100 1.0 0.0015 5 5602 -89 1875.1702607124296 1874.8845104428392 50 TCGA 1 100 100 1.0 0.0015 5 5602 -90 1875.2654620397436 1874.9040834053078 50 TCGA 1 100 100 1.0 0.0015 5 5602 -91 1875.0355196677224 1874.963238433378 50 TCGA 1 100 100 1.0 0.0015 5 5602 -92 1874.9020209769637 1874.679323742737 50 TCGA 1 100 100 1.0 0.0015 5 5602 -93 1874.9393402654846 1874.8573188206658 50 TCGA 1 100 100 1.0 0.0015 5 5602 -94 1874.596575670895 1874.8279630574748 50 TCGA 1 100 100 1.0 0.0015 5 5602 -95 1874.7060210326645 1874.5548451485945 50 TCGA 1 100 100 1.0 0.0015 5 5602 -96 1874.6002106383944 1874.44851147829 50 TCGA 1 100 100 1.0 0.0015 5 5602 -97 1874.6336054460774 1874.5053545314463 50 TCGA 1 100 100 1.0 0.0015 5 5602 -98 1874.5440385513825 1874.4418779689463 50 TCGA 1 100 100 1.0 0.0015 5 5602 -99 1874.3719518120527 1874.606728711919 50 TCGA 1 100 100 1.0 0.0015 5 5602 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index b7c6bdb4e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4278.921552404095 3629.773693908998 50 TCGA 1 50 100 0.5 0.0015 5 7479 -1 2670.096702605489 2309.3144359492776 50 TCGA 1 50 100 0.5 0.0015 5 7479 -2 2196.8698713845715 2088.308880829931 50 TCGA 1 50 100 0.5 0.0015 5 7479 -3 2089.3063753921947 2059.3579040220634 50 TCGA 1 50 100 0.5 0.0015 5 7479 -4 2048.465788006583 2049.7146302803076 50 TCGA 1 50 100 0.5 0.0015 5 7479 -5 2028.2750353552904 2023.1818712704146 50 TCGA 1 50 100 0.5 0.0015 5 7479 -6 2013.9226045332819 2020.461709180669 50 TCGA 1 50 100 0.5 0.0015 5 7479 -7 1998.5699231666918 1989.6509844142588 50 TCGA 1 50 100 0.5 0.0015 5 7479 -8 1985.6316849812558 1983.657126575259 50 TCGA 1 50 100 0.5 0.0015 5 7479 -9 1977.3236160695599 1978.8461331314777 50 TCGA 1 50 100 0.5 0.0015 5 7479 -10 1969.5369815683775 1958.3667801900126 50 TCGA 1 50 100 0.5 0.0015 5 7479 -11 1960.3643610115787 1956.866734797032 50 TCGA 1 50 100 0.5 0.0015 5 7479 -12 1954.3815345564037 1952.5992732215766 50 TCGA 1 50 100 0.5 0.0015 5 7479 -13 1945.6008703004225 1943.0681041928392 50 TCGA 1 50 100 0.5 0.0015 5 7479 -14 1942.0249094834803 1945.14483243856 50 TCGA 1 50 100 0.5 0.0015 5 7479 -15 1938.416817182355 1931.6554488752356 50 TCGA 1 50 100 0.5 0.0015 5 7479 -16 1931.8579625596903 1931.605746628651 50 TCGA 1 50 100 0.5 0.0015 5 7479 -17 1928.2060707382677 1931.399931174427 50 TCGA 1 50 100 0.5 0.0015 5 7479 -18 1924.4297617586453 1920.6070213126177 50 TCGA 1 50 100 0.5 0.0015 5 7479 -19 1921.5121591650811 1918.71018912924 50 TCGA 1 50 100 0.5 0.0015 5 7479 -20 1917.9314869436678 1916.7223292978565 50 TCGA 1 50 100 0.5 0.0015 5 7479 -21 1914.8024711860105 1911.50113175742 50 TCGA 1 50 100 0.5 0.0015 5 7479 -22 1912.092530754797 1910.766293012916 50 TCGA 1 50 100 0.5 0.0015 5 7479 -23 1910.7065175709308 1908.6977220084798 50 TCGA 1 50 100 0.5 0.0015 5 7479 -24 1908.0449691961514 1907.4158082894944 50 TCGA 1 50 100 0.5 0.0015 5 7479 -25 1905.9152510743386 1906.494570018059 50 TCGA 1 50 100 0.5 0.0015 5 7479 -26 1904.3684944112808 1903.1390037344927 50 TCGA 1 50 100 0.5 0.0015 5 7479 -27 1903.21829969285 1902.1997689865343 50 TCGA 1 50 100 0.5 0.0015 5 7479 -28 1901.6723253480263 1901.6379701240578 50 TCGA 1 50 100 0.5 0.0015 5 7479 -29 1900.0859673669634 1898.9978432200062 50 TCGA 1 50 100 0.5 0.0015 5 7479 -30 1898.6511098029478 1897.4057788944724 50 TCGA 1 50 100 0.5 0.0015 5 7479 -31 1897.4153519570928 1897.3029079724795 50 TCGA 1 50 100 0.5 0.0015 5 7479 -32 1896.1957473014 1895.1995174848853 50 TCGA 1 50 100 0.5 0.0015 5 7479 -33 1894.918211241947 1895.1679129289023 50 TCGA 1 50 100 0.5 0.0015 5 7479 -34 1893.8946373785484 1894.6474045029836 50 TCGA 1 50 100 0.5 0.0015 5 7479 -35 1892.7716410811797 1893.2630296256673 50 TCGA 1 50 100 0.5 0.0015 5 7479 -36 1892.4417065410612 1891.6099467061872 50 TCGA 1 50 100 0.5 0.0015 5 7479 -37 1891.3196359560525 1890.4137300270886 50 TCGA 1 50 100 0.5 0.0015 5 7479 -38 1890.4687623582736 1890.662087905347 50 TCGA 1 50 100 0.5 0.0015 5 7479 -39 1889.9052577546192 1888.5476969809988 50 TCGA 1 50 100 0.5 0.0015 5 7479 -40 1888.8446437607042 1888.396340221616 50 TCGA 1 50 100 0.5 0.0015 5 7479 -41 1888.5479433025841 1887.920251280818 50 TCGA 1 50 100 0.5 0.0015 5 7479 -42 1887.8551155922335 1887.2170655523712 50 TCGA 1 50 100 0.5 0.0015 5 7479 -43 1887.4410451213514 1887.3086139928157 50 TCGA 1 50 100 0.5 0.0015 5 7479 -44 1886.6871953624236 1886.5580655965373 50 TCGA 1 50 100 0.5 0.0015 5 7479 -45 1886.3474515822732 1885.8815574454302 50 TCGA 1 50 100 0.5 0.0015 5 7479 -46 1886.1966843501255 1885.3551178745288 50 TCGA 1 50 100 0.5 0.0015 5 7479 -47 1885.3792041566094 1884.637591644747 50 TCGA 1 50 100 0.5 0.0015 5 7479 -48 1885.0314080959745 1884.6210667595792 50 TCGA 1 50 100 0.5 0.0015 5 7479 -49 1884.521957586514 1884.0434435360396 50 TCGA 1 50 100 0.5 0.0015 5 7479 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index bda105eea..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4250.313939582185 3536.950428411589 50 TCGA 1 50 100 0.0 0.0015 5 8588 -1 2612.221790217065 2512.728995318389 50 TCGA 1 50 100 0.0 0.0015 5 8588 -2 2189.8588796607723 2137.242316317918 50 TCGA 1 50 100 0.0 0.0015 5 8588 -3 2089.897076999866 2054.345714166536 50 TCGA 1 50 100 0.0 0.0015 5 8588 -4 2057.7320197882805 2045.9350990793812 50 TCGA 1 50 100 0.0 0.0015 5 8588 -5 2032.8439149086944 2007.9186435105214 50 TCGA 1 50 100 0.0 0.0015 5 8588 -6 2017.1714044045705 2007.1047829479428 50 TCGA 1 50 100 0.0 0.0015 5 8588 -7 2000.6493919484117 1988.928760624411 50 TCGA 1 50 100 0.0 0.0015 5 8588 -8 1987.1245579907425 1979.6798850208072 50 TCGA 1 50 100 0.0 0.0015 5 8588 -9 1980.45703946614 1971.4402738791614 50 TCGA 1 50 100 0.0 0.0015 5 8588 -10 1970.11019685926 1976.297054731666 50 TCGA 1 50 100 0.0 0.0015 5 8588 -11 1963.0940310791914 1955.350601886385 50 TCGA 1 50 100 0.0 0.0015 5 8588 -12 1955.3731404953949 1952.9640990597518 50 TCGA 1 50 100 0.0 0.0015 5 8588 -13 1952.0418335601332 1943.9829432808574 50 TCGA 1 50 100 0.0 0.0015 5 8588 -14 1944.1224178293346 1946.4862974540672 50 TCGA 1 50 100 0.0 0.0015 5 8588 -15 1940.4220194569095 1929.88247941367 50 TCGA 1 50 100 0.0 0.0015 5 8588 -16 1936.5221901591408 1927.7821566327732 50 TCGA 1 50 100 0.0 0.0015 5 8588 -17 1931.4365333159437 1927.0190601444724 50 TCGA 1 50 100 0.0 0.0015 5 8588 -18 1926.116463389643 1922.9563393137562 50 TCGA 1 50 100 0.0 0.0015 5 8588 -19 1924.3814008499658 1917.0557861328125 50 TCGA 1 50 100 0.0 0.0015 5 8588 -20 1920.1944653382989 1913.7308171717964 50 TCGA 1 50 100 0.0 0.0015 5 8588 -21 1916.6196868552443 1912.6176015575927 50 TCGA 1 50 100 0.0 0.0015 5 8588 -22 1913.6271056617952 1911.203501025636 50 TCGA 1 50 100 0.0 0.0015 5 8588 -23 1912.3021058607267 1907.000612805237 50 TCGA 1 50 100 0.0 0.0015 5 8588 -24 1909.7191108970162 1905.17616463666 50 TCGA 1 50 100 0.0 0.0015 5 8588 -25 1907.5402521507483 1905.083959224835 50 TCGA 1 50 100 0.0 0.0015 5 8588 -26 1905.9086861877067 1900.6479111867934 50 TCGA 1 50 100 0.0 0.0015 5 8588 -27 1903.0252568095586 1899.6481295638348 50 TCGA 1 50 100 0.0 0.0015 5 8588 -28 1902.1295201578023 1897.250666786079 50 TCGA 1 50 100 0.0 0.0015 5 8588 -29 1899.6022096947509 1897.7812806709328 50 TCGA 1 50 100 0.0 0.0015 5 8588 -30 1898.7447271047924 1895.594004568742 50 TCGA 1 50 100 0.0 0.0015 5 8588 -31 1897.5991548439636 1894.573411491049 50 TCGA 1 50 100 0.0 0.0015 5 8588 -32 1896.3910949686592 1893.1820516154994 50 TCGA 1 50 100 0.0 0.0015 5 8588 -33 1895.135816255389 1892.5592844594064 50 TCGA 1 50 100 0.0 0.0015 5 8588 -34 1894.5345708329917 1890.875996191897 50 TCGA 1 50 100 0.0 0.0015 5 8588 -35 1893.293892731929 1889.9428220202576 50 TCGA 1 50 100 0.0 0.0015 5 8588 -36 1892.1725508626757 1888.6441914160646 50 TCGA 1 50 100 0.0 0.0015 5 8588 -37 1891.7639233733623 1887.984722808378 50 TCGA 1 50 100 0.0 0.0015 5 8588 -38 1890.6285143959853 1887.1815216217808 50 TCGA 1 50 100 0.0 0.0015 5 8588 -39 1890.0565853057155 1887.2212864861417 50 TCGA 1 50 100 0.0 0.0015 5 8588 -40 1889.3352042197223 1885.789242231666 50 TCGA 1 50 100 0.0 0.0015 5 8588 -41 1888.7001450482537 1885.3235421492227 50 TCGA 1 50 100 0.0 0.0015 5 8588 -42 1888.2852741918043 1885.8977559918735 50 TCGA 1 50 100 0.0 0.0015 5 8588 -43 1887.617750625789 1884.5919526833386 50 TCGA 1 50 100 0.0 0.0015 5 8588 -44 1886.8166912124418 1884.2180169647063 50 TCGA 1 50 100 0.0 0.0015 5 8588 -45 1886.336881756583 1883.5373878670698 50 TCGA 1 50 100 0.0 0.0015 5 8588 -46 1886.045966210436 1883.1167035126805 50 TCGA 1 50 100 0.0 0.0015 5 8588 -47 1885.627964282491 1882.3488886080795 50 TCGA 1 50 100 0.0 0.0015 5 8588 -48 1885.0712732706156 1882.2908598166614 50 TCGA 1 50 100 0.0 0.0015 5 8588 -49 1884.7059711771813 1881.8629947834877 50 TCGA 1 50 100 0.0 0.0015 5 8588 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index f0b6c8c83..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0015lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4262.698215154628 3546.7358067191426 50 TCGA 1 50 100 1.0 0.0015 5 1311 -1 2635.34459976416 2483.9730095791456 50 TCGA 1 50 100 1.0 0.0015 5 1311 -2 2183.285725548113 2145.58465054766 50 TCGA 1 50 100 1.0 0.0015 5 1311 -3 2094.4379597495795 2060.447355184124 50 TCGA 1 50 100 1.0 0.0015 5 1311 -4 2055.52321614111 2076.9637898967494 50 TCGA 1 50 100 1.0 0.0015 5 1311 -5 2032.229760635909 2024.850487790515 50 TCGA 1 50 100 1.0 0.0015 5 1311 -6 2010.7185153835571 2000.1585319173994 50 TCGA 1 50 100 1.0 0.0015 5 1311 -7 2004.0877230729704 1992.730748468907 50 TCGA 1 50 100 1.0 0.0015 5 1311 -8 1988.9624597341012 2006.469163444174 50 TCGA 1 50 100 1.0 0.0015 5 1311 -9 1977.9551343708142 1972.4524790701555 50 TCGA 1 50 100 1.0 0.0015 5 1311 -10 1973.4199333612455 1959.35926090413 50 TCGA 1 50 100 1.0 0.0015 5 1311 -11 1966.0327602573398 1963.4495438618876 50 TCGA 1 50 100 1.0 0.0015 5 1311 -12 1958.7366526965943 1961.185937009265 50 TCGA 1 50 100 1.0 0.0015 5 1311 -13 1949.8320467966264 1946.129898761385 50 TCGA 1 50 100 1.0 0.0015 5 1311 -14 1946.630763206648 1948.2886784999214 50 TCGA 1 50 100 1.0 0.0015 5 1311 -15 1940.900341859552 1937.1862627345713 50 TCGA 1 50 100 1.0 0.0015 5 1311 -16 1934.4518167125498 1938.576690213764 50 TCGA 1 50 100 1.0 0.0015 5 1311 -17 1931.5538392618892 1924.0449525459328 50 TCGA 1 50 100 1.0 0.0015 5 1311 -18 1926.9060155061861 1925.957448374686 50 TCGA 1 50 100 1.0 0.0015 5 1311 -19 1924.3788154228203 1920.6753113713096 50 TCGA 1 50 100 1.0 0.0015 5 1311 -20 1919.6232639282512 1916.4478495995604 50 TCGA 1 50 100 1.0 0.0015 5 1311 -21 1916.659063094614 1913.356718283802 50 TCGA 1 50 100 1.0 0.0015 5 1311 -22 1914.3220735608047 1910.4799418233747 50 TCGA 1 50 100 1.0 0.0015 5 1311 -23 1912.0999008095255 1909.009891989243 50 TCGA 1 50 100 1.0 0.0015 5 1311 -24 1909.0057579608538 1904.8526985513506 50 TCGA 1 50 100 1.0 0.0015 5 1311 -25 1906.8719448222023 1904.9251653776696 50 TCGA 1 50 100 1.0 0.0015 5 1311 -26 1905.122994880323 1902.665409567368 50 TCGA 1 50 100 1.0 0.0015 5 1311 -27 1903.1493121850888 1901.2631566033292 50 TCGA 1 50 100 1.0 0.0015 5 1311 -28 1901.0531596249668 1897.4284717042242 50 TCGA 1 50 100 1.0 0.0015 5 1311 -29 1899.7911986419033 1898.419203561754 50 TCGA 1 50 100 1.0 0.0015 5 1311 -30 1898.5561579983073 1898.729312455834 50 TCGA 1 50 100 1.0 0.0015 5 1311 -31 1897.396738285065 1895.8562122134108 50 TCGA 1 50 100 1.0 0.0015 5 1311 -32 1896.0809170160592 1895.0171689747565 50 TCGA 1 50 100 1.0 0.0015 5 1311 -33 1894.566074252541 1892.653944159273 50 TCGA 1 50 100 1.0 0.0015 5 1311 -34 1894.0064108101622 1893.0698039759343 50 TCGA 1 50 100 1.0 0.0015 5 1311 -35 1893.2855338926813 1891.689903987712 50 TCGA 1 50 100 1.0 0.0015 5 1311 -36 1892.0669140701302 1890.063206044873 50 TCGA 1 50 100 1.0 0.0015 5 1311 -37 1891.1044472235496 1890.149485219064 50 TCGA 1 50 100 1.0 0.0015 5 1311 -38 1890.7001275531893 1889.388873076319 50 TCGA 1 50 100 1.0 0.0015 5 1311 -39 1889.7142603631823 1888.3369011807083 50 TCGA 1 50 100 1.0 0.0015 5 1311 -40 1889.2763677597684 1887.5442808525047 50 TCGA 1 50 100 1.0 0.0015 5 1311 -41 1888.5074905853662 1887.1506531681846 50 TCGA 1 50 100 1.0 0.0015 5 1311 -42 1888.0598659845373 1886.283622089942 50 TCGA 1 50 100 1.0 0.0015 5 1311 -43 1887.3307261236519 1885.727426806886 50 TCGA 1 50 100 1.0 0.0015 5 1311 -44 1886.9727053152076 1885.476031279444 50 TCGA 1 50 100 1.0 0.0015 5 1311 -45 1886.432686077722 1884.6287430806376 50 TCGA 1 50 100 1.0 0.0015 5 1311 -46 1885.8626257028548 1884.8963236593122 50 TCGA 1 50 100 1.0 0.0015 5 1311 -47 1885.232614116326 1884.2499423386464 50 TCGA 1 50 100 1.0 0.0015 5 1311 -48 1884.993980498835 1883.1576786520493 50 TCGA 1 50 100 1.0 0.0015 5 1311 -49 1884.5917386943734 1882.957991863615 50 TCGA 1 50 100 1.0 0.0015 5 1311 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 8eda89956..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5084.5559270334825 4822.025896081972 100 TCGA 1 100 100 0.5 0.001 5 5637 -1 4125.523465622907 3739.524775979507 100 TCGA 1 100 100 0.5 0.001 5 5637 -2 3385.2851652972918 3220.802990783998 100 TCGA 1 100 100 0.5 0.001 5 5637 -3 2859.6384244642695 2786.297151038395 100 TCGA 1 100 100 0.5 0.001 5 5637 -4 2510.647219712719 2599.3116632969536 100 TCGA 1 100 100 0.5 0.001 5 5637 -5 2329.197402615169 2514.8773849717336 100 TCGA 1 100 100 0.5 0.001 5 5637 -6 2226.7545540306446 2327.8215319762876 100 TCGA 1 100 100 0.5 0.001 5 5637 -7 2171.2021077519375 2113.174242796011 100 TCGA 1 100 100 0.5 0.001 5 5637 -8 2133.44855344704 2121.643220987751 100 TCGA 1 100 100 0.5 0.001 5 5637 -9 2107.2207086569283 2101.717061871859 100 TCGA 1 100 100 0.5 0.001 5 5637 -10 2085.414093756758 2081.180058004868 100 TCGA 1 100 100 0.5 0.001 5 5637 -11 2068.3242697908963 2059.4498113124214 100 TCGA 1 100 100 0.5 0.001 5 5637 -12 2055.0273440361343 2069.4757399055825 100 TCGA 1 100 100 0.5 0.001 5 5637 -13 2050.389307174742 2046.9023695135836 100 TCGA 1 100 100 0.5 0.001 5 5637 -14 2039.1820406679037 2042.9537899458228 100 TCGA 1 100 100 0.5 0.001 5 5637 -15 2031.940889791341 2065.440394109218 100 TCGA 1 100 100 0.5 0.001 5 5637 -16 2023.620207033648 2026.2785178333072 100 TCGA 1 100 100 0.5 0.001 5 5637 -17 2020.9539109562268 2022.3249818428078 100 TCGA 1 100 100 0.5 0.001 5 5637 -18 2014.4336821518516 2025.4549646425487 100 TCGA 1 100 100 0.5 0.001 5 5637 -19 2009.0136012270962 2008.2546067741048 100 TCGA 1 100 100 0.5 0.001 5 5637 -20 2003.5660418376206 2009.8117559231705 100 TCGA 1 100 100 0.5 0.001 5 5637 -21 1997.4279743734915 2004.4290348225502 100 TCGA 1 100 100 0.5 0.001 5 5637 -22 1992.2000548478443 1999.362279537335 100 TCGA 1 100 100 0.5 0.001 5 5637 -23 1992.1663668207032 1996.1337093180748 100 TCGA 1 100 100 0.5 0.001 5 5637 -24 1985.779958458215 1979.1637662187893 100 TCGA 1 100 100 0.5 0.001 5 5637 -25 1983.4382817732169 1994.4117621800408 100 TCGA 1 100 100 0.5 0.001 5 5637 -26 1976.209928508954 1981.401037781682 100 TCGA 1 100 100 0.5 0.001 5 5637 -27 1974.6907066518088 1972.825099005771 100 TCGA 1 100 100 0.5 0.001 5 5637 -28 1970.3076436481035 1962.161088032938 100 TCGA 1 100 100 0.5 0.001 5 5637 -29 1969.232494880105 1963.7795085044363 100 TCGA 1 100 100 0.5 0.001 5 5637 -30 1966.5220312320143 1967.346633681101 100 TCGA 1 100 100 0.5 0.001 5 5637 -31 1960.522721755663 1966.705989051704 100 TCGA 1 100 100 0.5 0.001 5 5637 -32 1957.1410575259515 1955.1114575563363 100 TCGA 1 100 100 0.5 0.001 5 5637 -33 1954.4953354261645 1952.408980326437 100 TCGA 1 100 100 0.5 0.001 5 5637 -34 1950.506094154948 1960.255747119386 100 TCGA 1 100 100 0.5 0.001 5 5637 -35 1949.2898194204151 1954.7545754897535 100 TCGA 1 100 100 0.5 0.001 5 5637 -36 1947.5354095877967 1947.1564150096185 100 TCGA 1 100 100 0.5 0.001 5 5637 -37 1943.638390591427 1939.44688223834 100 TCGA 1 100 100 0.5 0.001 5 5637 -38 1942.6453168928417 1944.6340381104742 100 TCGA 1 100 100 0.5 0.001 5 5637 -39 1940.3255860764796 1940.234597670972 100 TCGA 1 100 100 0.5 0.001 5 5637 -40 1936.4825082194102 1935.4489470055355 100 TCGA 1 100 100 0.5 0.001 5 5637 -41 1933.3690811227057 1941.8405804658055 100 TCGA 1 100 100 0.5 0.001 5 5637 -42 1933.191972005499 1937.7684326171875 100 TCGA 1 100 100 0.5 0.001 5 5637 -43 1930.8996520171754 1928.5023696362673 100 TCGA 1 100 100 0.5 0.001 5 5637 -44 1930.6654226594983 1929.558280293067 100 TCGA 1 100 100 0.5 0.001 5 5637 -45 1927.9640347122786 1929.5505113457914 100 TCGA 1 100 100 0.5 0.001 5 5637 -46 1926.0284960261679 1924.5604769452732 100 TCGA 1 100 100 0.5 0.001 5 5637 -47 1923.6536579508909 1923.4468178293812 100 TCGA 1 100 100 0.5 0.001 5 5637 -48 1922.3366478350376 1921.460573742737 100 TCGA 1 100 100 0.5 0.001 5 5637 -49 1921.052683320478 1919.5784856901696 100 TCGA 1 100 100 0.5 0.001 5 5637 -50 1919.6459897170444 1918.7510716423917 100 TCGA 1 100 100 0.5 0.001 5 5637 -51 1917.975714411769 1916.0770171659076 100 TCGA 1 100 100 0.5 0.001 5 5637 -52 1916.513113899627 1916.7991176586056 100 TCGA 1 100 100 0.5 0.001 5 5637 -53 1915.8819911721323 1918.99007918008 100 TCGA 1 100 100 0.5 0.001 5 5637 -54 1914.133202909718 1915.7415029247802 100 TCGA 1 100 100 0.5 0.001 5 5637 -55 1913.417325983517 1913.535059943271 100 TCGA 1 100 100 0.5 0.001 5 5637 -56 1912.002723493724 1912.995965545501 100 TCGA 1 100 100 0.5 0.001 5 5637 -57 1910.0700476895834 1912.8023503749214 100 TCGA 1 100 100 0.5 0.001 5 5637 -58 1910.1192197206763 1912.9876187578518 100 TCGA 1 100 100 0.5 0.001 5 5637 -59 1909.3042630130578 1909.6353385580244 100 TCGA 1 100 100 0.5 0.001 5 5637 -60 1907.7885482214115 1909.5731630564935 100 TCGA 1 100 100 0.5 0.001 5 5637 -61 1907.0797017222337 1907.595881629829 100 TCGA 1 100 100 0.5 0.001 5 5637 -62 1906.4813345240514 1904.470498243169 100 TCGA 1 100 100 0.5 0.001 5 5637 -63 1905.0982312980489 1904.4514172424624 100 TCGA 1 100 100 0.5 0.001 5 5637 -64 1903.938994383703 1905.8452761856156 100 TCGA 1 100 100 0.5 0.001 5 5637 -65 1903.6161098639898 1903.0184718759815 100 TCGA 1 100 100 0.5 0.001 5 5637 -66 1901.9277287749444 1903.8278017283685 100 TCGA 1 100 100 0.5 0.001 5 5637 -67 1901.240617127221 1903.0335871250786 100 TCGA 1 100 100 0.5 0.001 5 5637 -68 1900.9946997040336 1902.498103922935 100 TCGA 1 100 100 0.5 0.001 5 5637 -69 1900.045988869542 1902.7466899929334 100 TCGA 1 100 100 0.5 0.001 5 5637 -70 1899.642282548341 1901.267981141057 100 TCGA 1 100 100 0.5 0.001 5 5637 -71 1898.9985529646995 1899.7302062068154 100 TCGA 1 100 100 0.5 0.001 5 5637 -72 1897.5787641557415 1898.9538856391332 100 TCGA 1 100 100 0.5 0.001 5 5637 -73 1897.4703632384117 1898.7786895905308 100 TCGA 1 100 100 0.5 0.001 5 5637 -74 1896.575559343367 1898.1490883371937 100 TCGA 1 100 100 0.5 0.001 5 5637 -75 1896.2680557239055 1898.2873136434123 100 TCGA 1 100 100 0.5 0.001 5 5637 -76 1895.591764569083 1897.8613250579067 100 TCGA 1 100 100 0.5 0.001 5 5637 -77 1895.195741633217 1896.8820714902638 100 TCGA 1 100 100 0.5 0.001 5 5637 -78 1894.8867643407207 1895.220622767156 100 TCGA 1 100 100 0.5 0.001 5 5637 -79 1893.9074014041396 1894.9282257233433 100 TCGA 1 100 100 0.5 0.001 5 5637 -80 1893.7341574562329 1894.165762283095 100 TCGA 1 100 100 0.5 0.001 5 5637 -81 1892.800570900465 1894.4611295000393 100 TCGA 1 100 100 0.5 0.001 5 5637 -82 1892.6990942952357 1894.6423468661667 100 TCGA 1 100 100 0.5 0.001 5 5637 -83 1892.0801951402746 1893.483840712351 100 TCGA 1 100 100 0.5 0.001 5 5637 -84 1891.6272582530921 1893.1379817790123 100 TCGA 1 100 100 0.5 0.001 5 5637 -85 1891.298246373235 1892.1005736691268 100 TCGA 1 100 100 0.5 0.001 5 5637 -86 1890.841166167031 1892.1445944321215 100 TCGA 1 100 100 0.5 0.001 5 5637 -87 1890.2966542815054 1891.5516940169598 100 TCGA 1 100 100 0.5 0.001 5 5637 -88 1890.1126746454333 1892.436227769708 100 TCGA 1 100 100 0.5 0.001 5 5637 -89 1889.715562314803 1890.579638303824 100 TCGA 1 100 100 0.5 0.001 5 5637 -90 1889.3463141987108 1890.323069203439 100 TCGA 1 100 100 0.5 0.001 5 5637 -91 1888.679576820555 1891.048320214353 100 TCGA 1 100 100 0.5 0.001 5 5637 -92 1888.4832846787056 1890.1900861730528 100 TCGA 1 100 100 0.5 0.001 5 5637 -93 1888.168770062097 1889.0513590903738 100 TCGA 1 100 100 0.5 0.001 5 5637 -94 1887.8590066498684 1888.8069412001414 100 TCGA 1 100 100 0.5 0.001 5 5637 -95 1887.4563423750296 1888.6408985847204 100 TCGA 1 100 100 0.5 0.001 5 5637 -96 1887.1950057913568 1888.1213820567682 100 TCGA 1 100 100 0.5 0.001 5 5637 -97 1886.8746993410518 1888.1840170088724 100 TCGA 1 100 100 0.5 0.001 5 5637 -98 1886.473217876991 1887.876913866206 100 TCGA 1 100 100 0.5 0.001 5 5637 -99 1886.2750723756096 1887.5759442966787 100 TCGA 1 100 100 0.5 0.001 5 5637 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index 146dd7874..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5070.276354270583 4803.336406151853 100 TCGA 1 100 100 0.0 0.001 5 6848 -1 4151.360740677801 3968.113560968907 100 TCGA 1 100 100 0.0 0.001 5 6848 -2 3382.870514505316 3028.7867400969694 100 TCGA 1 100 100 0.0 0.001 5 6848 -3 2849.960236198629 2720.042343062971 100 TCGA 1 100 100 0.0 0.001 5 6848 -4 2537.0179323046746 2553.196273113615 100 TCGA 1 100 100 0.0 0.001 5 6848 -5 2360.9129628725304 2468.527505692525 100 TCGA 1 100 100 0.0 0.001 5 6848 -6 2248.065861450427 2408.2207436106314 100 TCGA 1 100 100 0.0 0.001 5 6848 -7 2179.574489787243 2308.475401911903 100 TCGA 1 100 100 0.0 0.001 5 6848 -8 2131.16966579849 2124.664345899419 100 TCGA 1 100 100 0.0 0.001 5 6848 -9 2113.060854782682 2139.3688167399496 100 TCGA 1 100 100 0.0 0.001 5 6848 -10 2083.924046622548 2096.384699375785 100 TCGA 1 100 100 0.0 0.001 5 6848 -11 2070.9329598400527 2066.984701338725 100 TCGA 1 100 100 0.0 0.001 5 6848 -12 2054.6050562534447 2053.4508160921796 100 TCGA 1 100 100 0.0 0.001 5 6848 -13 2045.7682391086958 2044.5570510020807 100 TCGA 1 100 100 0.0 0.001 5 6848 -14 2036.375201888137 2038.3542615420854 100 TCGA 1 100 100 0.0 0.001 5 6848 -15 2027.926418089417 2026.4170700916693 100 TCGA 1 100 100 0.0 0.001 5 6848 -16 2019.6326644732253 2046.5560112574592 100 TCGA 1 100 100 0.0 0.001 5 6848 -17 2013.6108118298464 2015.3647074483747 100 TCGA 1 100 100 0.0 0.001 5 6848 -18 2008.5261767992338 2012.02733454872 100 TCGA 1 100 100 0.0 0.001 5 6848 -19 2002.8360764931083 1997.0326798788867 100 TCGA 1 100 100 0.0 0.001 5 6848 -20 2001.0527937546653 1988.6503274428785 100 TCGA 1 100 100 0.0 0.001 5 6848 -21 1994.4378587714475 1987.843700313089 100 TCGA 1 100 100 0.0 0.001 5 6848 -22 1990.3755829235529 1998.2994740548445 100 TCGA 1 100 100 0.0 0.001 5 6848 -23 1984.4467850829997 1983.120815871349 100 TCGA 1 100 100 0.0 0.001 5 6848 -24 1981.0335958510427 1971.2541184928548 100 TCGA 1 100 100 0.0 0.001 5 6848 -25 1977.873150673598 1975.25004109905 100 TCGA 1 100 100 0.0 0.001 5 6848 -26 1973.500056545574 1978.7493767666458 100 TCGA 1 100 100 0.0 0.001 5 6848 -27 1971.3287382129047 1970.6943739694566 100 TCGA 1 100 100 0.0 0.001 5 6848 -28 1965.836493118172 1974.4064579489243 100 TCGA 1 100 100 0.0 0.001 5 6848 -29 1962.8519803104768 1961.3392634559516 100 TCGA 1 100 100 0.0 0.001 5 6848 -30 1959.7727670329984 1957.4209542585977 100 TCGA 1 100 100 0.0 0.001 5 6848 -31 1956.0477286882865 1952.1175230400047 100 TCGA 1 100 100 0.0 0.001 5 6848 -32 1954.4235068235112 1957.9785340275596 100 TCGA 1 100 100 0.0 0.001 5 6848 -33 1952.6126471765474 1954.1588742050094 100 TCGA 1 100 100 0.0 0.001 5 6848 -34 1949.5047951464223 1946.8960402598932 100 TCGA 1 100 100 0.0 0.001 5 6848 -35 1947.7961430822663 1942.5869257174545 100 TCGA 1 100 100 0.0 0.001 5 6848 -36 1943.7064048612951 1942.4135864871232 100 TCGA 1 100 100 0.0 0.001 5 6848 -37 1942.1631832367634 1939.4651424848853 100 TCGA 1 100 100 0.0 0.001 5 6848 -38 1939.5682072197171 1935.2594969476288 100 TCGA 1 100 100 0.0 0.001 5 6848 -39 1938.5375328536597 1942.175747511974 100 TCGA 1 100 100 0.0 0.001 5 6848 -40 1936.0325272214482 1933.65917048622 100 TCGA 1 100 100 0.0 0.001 5 6848 -41 1933.2907371210165 1936.7072827516488 100 TCGA 1 100 100 0.0 0.001 5 6848 -42 1932.5897353732541 1929.1108741951948 100 TCGA 1 100 100 0.0 0.001 5 6848 -43 1930.4058827126528 1929.51787931356 100 TCGA 1 100 100 0.0 0.001 5 6848 -44 1927.3043219975852 1928.395033639879 100 TCGA 1 100 100 0.0 0.001 5 6848 -45 1925.2046768558066 1923.3261712615813 100 TCGA 1 100 100 0.0 0.001 5 6848 -46 1924.4750260273145 1924.5589728427292 100 TCGA 1 100 100 0.0 0.001 5 6848 -47 1922.7778324263877 1926.8273208081423 100 TCGA 1 100 100 0.0 0.001 5 6848 -48 1921.5130516449938 1918.8844944939542 100 TCGA 1 100 100 0.0 0.001 5 6848 -49 1920.0543888848679 1921.1151153717808 100 TCGA 1 100 100 0.0 0.001 5 6848 -50 1918.8980028348544 1919.6467162472518 100 TCGA 1 100 100 0.0 0.001 5 6848 -51 1917.8808909178924 1915.6630184614478 100 TCGA 1 100 100 0.0 0.001 5 6848 -52 1916.1758186790823 1914.7072355184123 100 TCGA 1 100 100 0.0 0.001 5 6848 -53 1914.3472308637788 1913.062854555983 100 TCGA 1 100 100 0.0 0.001 5 6848 -54 1912.6151578409062 1913.0477362397928 100 TCGA 1 100 100 0.0 0.001 5 6848 -55 1911.5718609085704 1912.2188377188677 100 TCGA 1 100 100 0.0 0.001 5 6848 -56 1910.3897207204566 1909.6856634245446 100 TCGA 1 100 100 0.0 0.001 5 6848 -57 1910.0075046604454 1908.9553860611652 100 TCGA 1 100 100 0.0 0.001 5 6848 -58 1908.8125086112777 1910.6506108422975 100 TCGA 1 100 100 0.0 0.001 5 6848 -59 1907.521593065131 1909.2993642529052 100 TCGA 1 100 100 0.0 0.001 5 6848 -60 1907.5707833679382 1904.5603922934988 100 TCGA 1 100 100 0.0 0.001 5 6848 -61 1906.2825016056217 1905.0845162089745 100 TCGA 1 100 100 0.0 0.001 5 6848 -62 1905.1924067523971 1905.8164424417007 100 TCGA 1 100 100 0.0 0.001 5 6848 -63 1903.8611791035682 1904.793154002434 100 TCGA 1 100 100 0.0 0.001 5 6848 -64 1903.306454583249 1903.3104818526224 100 TCGA 1 100 100 0.0 0.001 5 6848 -65 1902.9019298363987 1904.726300570234 100 TCGA 1 100 100 0.0 0.001 5 6848 -66 1902.6107264937189 1901.905173450259 100 TCGA 1 100 100 0.0 0.001 5 6848 -67 1901.0899954420179 1901.6976741618248 100 TCGA 1 100 100 0.0 0.001 5 6848 -68 1900.713870566609 1900.4116082119583 100 TCGA 1 100 100 0.0 0.001 5 6848 -69 1899.4774947798217 1900.6523646062342 100 TCGA 1 100 100 0.0 0.001 5 6848 -70 1899.4681450032351 1896.9054936547975 100 TCGA 1 100 100 0.0 0.001 5 6848 -71 1898.5818072477746 1897.614214873194 100 TCGA 1 100 100 0.0 0.001 5 6848 -72 1897.7326675416741 1897.441949738929 100 TCGA 1 100 100 0.0 0.001 5 6848 -73 1897.3030272129458 1896.2671180610082 100 TCGA 1 100 100 0.0 0.001 5 6848 -74 1897.1779799190454 1896.998652932632 100 TCGA 1 100 100 0.0 0.001 5 6848 -75 1896.0249149336562 1895.0516001639055 100 TCGA 1 100 100 0.0 0.001 5 6848 -76 1895.4775793120482 1894.527817922621 100 TCGA 1 100 100 0.0 0.001 5 6848 -77 1894.686060145306 1894.1199748743718 100 TCGA 1 100 100 0.0 0.001 5 6848 -78 1894.6603095770706 1895.079469000275 100 TCGA 1 100 100 0.0 0.001 5 6848 -79 1894.045008709926 1893.5640918214117 100 TCGA 1 100 100 0.0 0.001 5 6848 -80 1893.5378747295622 1895.2541375088333 100 TCGA 1 100 100 0.0 0.001 5 6848 -81 1892.8318198376808 1891.5975501285725 100 TCGA 1 100 100 0.0 0.001 5 6848 -82 1892.8211208700748 1892.1085609934437 100 TCGA 1 100 100 0.0 0.001 5 6848 -83 1891.9301018904916 1892.3772389780936 100 TCGA 1 100 100 0.0 0.001 5 6848 -84 1891.6148314843795 1891.091711609807 100 TCGA 1 100 100 0.0 0.001 5 6848 -85 1891.2628096435628 1890.1029696823964 100 TCGA 1 100 100 0.0 0.001 5 6848 -86 1890.6539287428755 1890.806057877277 100 TCGA 1 100 100 0.0 0.001 5 6848 -87 1890.3665209707503 1889.8829597204774 100 TCGA 1 100 100 0.0 0.001 5 6848 -88 1889.858383803778 1889.5337674701634 100 TCGA 1 100 100 0.0 0.001 5 6848 -89 1889.6154701496052 1889.0172149811558 100 TCGA 1 100 100 0.0 0.001 5 6848 -90 1889.1943309505891 1889.032133936283 100 TCGA 1 100 100 0.0 0.001 5 6848 -91 1888.942657242477 1887.8397775007852 100 TCGA 1 100 100 0.0 0.001 5 6848 -92 1888.812781528831 1888.2178237378298 100 TCGA 1 100 100 0.0 0.001 5 6848 -93 1888.2447431419348 1887.4650339097832 100 TCGA 1 100 100 0.0 0.001 5 6848 -94 1888.0205709255358 1887.1316463911353 100 TCGA 1 100 100 0.0 0.001 5 6848 -95 1887.68715402284 1887.58518912924 100 TCGA 1 100 100 0.0 0.001 5 6848 -96 1887.2665032277032 1887.0255531809437 100 TCGA 1 100 100 0.0 0.001 5 6848 -97 1887.0337746576854 1887.5427736828674 100 TCGA 1 100 100 0.0 0.001 5 6848 -98 1886.7608901733984 1885.9794302322157 100 TCGA 1 100 100 0.0 0.001 5 6848 -99 1886.592647756446 1886.7443908998116 100 TCGA 1 100 100 0.0 0.001 5 6848 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index ad2dc2727..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5082.902129939604 4768.014795657978 100 TCGA 1 100 100 1.0 0.001 5 9958 -1 4135.8257512031805 4076.1020360592024 100 TCGA 1 100 100 1.0 0.001 5 9958 -2 3387.1460723144587 3263.638864488458 100 TCGA 1 100 100 1.0 0.001 5 9958 -3 2861.1539302961755 2756.8594056709326 100 TCGA 1 100 100 1.0 0.001 5 9958 -4 2546.0265896091746 2879.10205078125 100 TCGA 1 100 100 1.0 0.001 5 9958 -5 2356.7733624238285 2413.2166300251256 100 TCGA 1 100 100 1.0 0.001 5 9958 -6 2254.563604260119 2253.747653060223 100 TCGA 1 100 100 1.0 0.001 5 9958 -7 2191.236575862741 2356.442177930669 100 TCGA 1 100 100 1.0 0.001 5 9958 -8 2140.436626582077 2185.539886934673 100 TCGA 1 100 100 1.0 0.001 5 9958 -9 2110.3607057149234 2094.1357201044284 100 TCGA 1 100 100 1.0 0.001 5 9958 -10 2092.7169791833803 2085.457393167007 100 TCGA 1 100 100 1.0 0.001 5 9958 -11 2080.07636314892 2071.3313215246153 100 TCGA 1 100 100 1.0 0.001 5 9958 -12 2061.6091419777335 2059.778229526539 100 TCGA 1 100 100 1.0 0.001 5 9958 -13 2049.6293747607374 2039.122009584053 100 TCGA 1 100 100 1.0 0.001 5 9958 -14 2046.1873878898837 2077.022795864086 100 TCGA 1 100 100 1.0 0.001 5 9958 -15 2033.299633838114 2038.4975892646828 100 TCGA 1 100 100 1.0 0.001 5 9958 -16 2031.5262753520378 2049.769101243522 100 TCGA 1 100 100 1.0 0.001 5 9958 -17 2021.7606054153382 2012.527587890625 100 TCGA 1 100 100 1.0 0.001 5 9958 -18 2015.4052260754722 2011.778938638505 100 TCGA 1 100 100 1.0 0.001 5 9958 -19 2012.763899556094 2021.9374969329067 100 TCGA 1 100 100 1.0 0.001 5 9958 -20 2002.6447193628178 1998.715944836487 100 TCGA 1 100 100 1.0 0.001 5 9958 -21 2001.0232535565667 1997.6538208621232 100 TCGA 1 100 100 1.0 0.001 5 9958 -22 1995.0101485407263 1995.452827491952 100 TCGA 1 100 100 1.0 0.001 5 9958 -23 1994.296929161122 1988.6577246584484 100 TCGA 1 100 100 1.0 0.001 5 9958 -24 1987.4580170641734 1992.8782498920384 100 TCGA 1 100 100 1.0 0.001 5 9958 -25 1983.169782146118 1986.6681061557788 100 TCGA 1 100 100 1.0 0.001 5 9958 -26 1979.6180319774894 1986.4947638583542 100 TCGA 1 100 100 1.0 0.001 5 9958 -27 1977.8042800312317 1972.2152265232412 100 TCGA 1 100 100 1.0 0.001 5 9958 -28 1974.2182546607723 1971.0836212311558 100 TCGA 1 100 100 1.0 0.001 5 9958 -29 1969.6406901568516 1970.0573705932004 100 TCGA 1 100 100 1.0 0.001 5 9958 -30 1967.7546768503564 1966.5275639672975 100 TCGA 1 100 100 1.0 0.001 5 9958 -31 1963.4512488587332 1962.2967658114792 100 TCGA 1 100 100 1.0 0.001 5 9958 -32 1962.8525247830394 1962.287861426272 100 TCGA 1 100 100 1.0 0.001 5 9958 -33 1956.8181239682817 1957.5841598127356 100 TCGA 1 100 100 1.0 0.001 5 9958 -34 1955.2914133379536 1964.8033625157036 100 TCGA 1 100 100 1.0 0.001 5 9958 -35 1951.7688618594082 1953.168701171875 100 TCGA 1 100 100 1.0 0.001 5 9958 -36 1950.1958866078935 1950.7239456560144 100 TCGA 1 100 100 1.0 0.001 5 9958 -37 1947.3578570987886 1946.7001272230293 100 TCGA 1 100 100 1.0 0.001 5 9958 -38 1945.7020131232603 1944.889910367266 100 TCGA 1 100 100 1.0 0.001 5 9958 -39 1942.2542730195805 1945.2394669882617 100 TCGA 1 100 100 1.0 0.001 5 9958 -40 1940.128594581697 1938.6979630820117 100 TCGA 1 100 100 1.0 0.001 5 9958 -41 1938.5608680402345 1937.3942662531408 100 TCGA 1 100 100 1.0 0.001 5 9958 -42 1935.7599911260238 1941.759482225581 100 TCGA 1 100 100 1.0 0.001 5 9958 -43 1934.3187684651957 1936.4057592650754 100 TCGA 1 100 100 1.0 0.001 5 9958 -44 1933.3788189245581 1931.384830033959 100 TCGA 1 100 100 1.0 0.001 5 9958 -45 1930.7515937540331 1929.7986030003533 100 TCGA 1 100 100 1.0 0.001 5 9958 -46 1928.548508581193 1925.842623763348 100 TCGA 1 100 100 1.0 0.001 5 9958 -47 1929.0253039263284 1926.0967128121074 100 TCGA 1 100 100 1.0 0.001 5 9958 -48 1925.9825891681462 1926.9317234365185 100 TCGA 1 100 100 1.0 0.001 5 9958 -49 1923.9742452078783 1929.7588841423917 100 TCGA 1 100 100 1.0 0.001 5 9958 -50 1922.5228400381034 1924.6004098863457 100 TCGA 1 100 100 1.0 0.001 5 9958 -51 1920.841676398864 1921.2643208719378 100 TCGA 1 100 100 1.0 0.001 5 9958 -52 1919.4247056441802 1922.7069398506203 100 TCGA 1 100 100 1.0 0.001 5 9958 -53 1918.0438106522813 1919.0924569134736 100 TCGA 1 100 100 1.0 0.001 5 9958 -54 1916.2994084597192 1916.6878042556532 100 TCGA 1 100 100 1.0 0.001 5 9958 -55 1916.1996721637504 1915.2601766154994 100 TCGA 1 100 100 1.0 0.001 5 9958 -56 1915.1009633485487 1912.5712571647298 100 TCGA 1 100 100 1.0 0.001 5 9958 -57 1912.7674274276392 1909.882117496663 100 TCGA 1 100 100 1.0 0.001 5 9958 -58 1911.3786184534667 1910.1909970997565 100 TCGA 1 100 100 1.0 0.001 5 9958 -59 1910.4392011633727 1909.5613259166928 100 TCGA 1 100 100 1.0 0.001 5 9958 -60 1910.2232489566184 1910.8220294588175 100 TCGA 1 100 100 1.0 0.001 5 9958 -61 1908.671324682124 1911.328862942643 100 TCGA 1 100 100 1.0 0.001 5 9958 -62 1907.174124287553 1908.5571141842022 100 TCGA 1 100 100 1.0 0.001 5 9958 -63 1906.636469404457 1904.1645753179962 100 TCGA 1 100 100 1.0 0.001 5 9958 -64 1905.0993535301225 1905.3462472273477 100 TCGA 1 100 100 1.0 0.001 5 9958 -65 1904.9644646357713 1905.1931127807004 100 TCGA 1 100 100 1.0 0.001 5 9958 -66 1903.8664795766651 1903.7174538463803 100 TCGA 1 100 100 1.0 0.001 5 9958 -67 1902.9888484361702 1902.1568125049073 100 TCGA 1 100 100 1.0 0.001 5 9958 -68 1902.147541109586 1903.5005870416535 100 TCGA 1 100 100 1.0 0.001 5 9958 -69 1901.5364105398335 1901.4208383224718 100 TCGA 1 100 100 1.0 0.001 5 9958 -70 1900.1513624049708 1900.9207929294912 100 TCGA 1 100 100 1.0 0.001 5 9958 -71 1899.561558250498 1899.879758288513 100 TCGA 1 100 100 1.0 0.001 5 9958 -72 1899.3382486197975 1897.9153666280622 100 TCGA 1 100 100 1.0 0.001 5 9958 -73 1898.9825950679615 1897.8204971390153 100 TCGA 1 100 100 1.0 0.001 5 9958 -74 1897.9080886168065 1898.427381659273 100 TCGA 1 100 100 1.0 0.001 5 9958 -75 1897.1773975132592 1898.98620482785 100 TCGA 1 100 100 1.0 0.001 5 9958 -76 1896.4527506546751 1896.799496137916 100 TCGA 1 100 100 1.0 0.001 5 9958 -77 1895.6364160881124 1895.936204459799 100 TCGA 1 100 100 1.0 0.001 5 9958 -78 1895.0549388212316 1895.2272624106863 100 TCGA 1 100 100 1.0 0.001 5 9958 -79 1894.8791174851885 1895.0614222234217 100 TCGA 1 100 100 1.0 0.001 5 9958 -80 1894.156413600652 1894.75048828125 100 TCGA 1 100 100 1.0 0.001 5 9958 -81 1893.5886680244507 1893.570232142156 100 TCGA 1 100 100 1.0 0.001 5 9958 -82 1892.9259505597113 1892.484474987241 100 TCGA 1 100 100 1.0 0.001 5 9958 -83 1892.7837707471842 1893.6009325190405 100 TCGA 1 100 100 1.0 0.001 5 9958 -84 1892.3061327776188 1892.287319777599 100 TCGA 1 100 100 1.0 0.001 5 9958 -85 1891.655465651575 1891.8152419813914 100 TCGA 1 100 100 1.0 0.001 5 9958 -86 1891.2100704724082 1892.4366228113222 100 TCGA 1 100 100 1.0 0.001 5 9958 -87 1890.8068081089023 1890.4813962390076 100 TCGA 1 100 100 1.0 0.001 5 9958 -88 1890.609848620277 1890.5946093995367 100 TCGA 1 100 100 1.0 0.001 5 9958 -89 1890.5653446102558 1890.3984988418656 100 TCGA 1 100 100 1.0 0.001 5 9958 -90 1889.6875827064177 1890.0437968651854 100 TCGA 1 100 100 1.0 0.001 5 9958 -91 1889.4824182915095 1888.7865530042793 100 TCGA 1 100 100 1.0 0.001 5 9958 -92 1888.6833189521362 1888.981230002552 100 TCGA 1 100 100 1.0 0.001 5 9958 -93 1888.6199479867923 1888.8197420206502 100 TCGA 1 100 100 1.0 0.001 5 9958 -94 1888.2433803391011 1888.2038635560616 100 TCGA 1 100 100 1.0 0.001 5 9958 -95 1888.0592901870893 1888.0890499862594 100 TCGA 1 100 100 1.0 0.001 5 9958 -96 1887.8575990738407 1887.262604526539 100 TCGA 1 100 100 1.0 0.001 5 9958 -97 1887.654657240624 1887.1679166094143 100 TCGA 1 100 100 1.0 0.001 5 9958 -98 1887.173766742395 1887.8207897397142 100 TCGA 1 100 100 1.0 0.001 5 9958 -99 1886.953609002862 1887.8081336860082 100 TCGA 1 100 100 1.0 0.001 5 9958 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 7a2912934..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5079.69183501533 4978.485991971576 100 TCGA 1 50 100 0.5 0.001 5 9425 -1 4131.549356574045 3567.70301090413 100 TCGA 1 50 100 0.5 0.001 5 9425 -2 3368.591547692962 3151.505762454852 100 TCGA 1 50 100 0.5 0.001 5 9425 -3 2858.6803749306737 2920.965082983276 100 TCGA 1 50 100 0.5 0.001 5 9425 -4 2535.6680216439563 2692.1246209072706 100 TCGA 1 50 100 0.5 0.001 5 9425 -5 2348.217347342756 2295.6468561067054 100 TCGA 1 50 100 0.5 0.001 5 9425 -6 2242.804262522542 2273.588761679491 100 TCGA 1 50 100 0.5 0.001 5 9425 -7 2181.7019414398233 2158.1505660627354 100 TCGA 1 50 100 0.5 0.001 5 9425 -8 2141.3080788446414 2116.250391361102 100 TCGA 1 50 100 0.5 0.001 5 9425 -9 2118.1295752863302 2094.306688471655 100 TCGA 1 50 100 0.5 0.001 5 9425 -10 2093.522984535889 2119.2026747507066 100 TCGA 1 50 100 0.5 0.001 5 9425 -11 2076.5900647818794 2044.7819793547817 100 TCGA 1 50 100 0.5 0.001 5 9425 -12 2061.3694988378047 2092.213701564463 100 TCGA 1 50 100 0.5 0.001 5 9425 -13 2052.0532086220474 2049.686176242541 100 TCGA 1 50 100 0.5 0.001 5 9425 -14 2044.1314148296667 2031.920290539612 100 TCGA 1 50 100 0.5 0.001 5 9425 -15 2028.3359345432796 2034.8053168675408 100 TCGA 1 50 100 0.5 0.001 5 9425 -16 2024.3135549224025 2033.0169831089038 100 TCGA 1 50 100 0.5 0.001 5 9425 -17 2015.6039917114817 1997.499670594182 100 TCGA 1 50 100 0.5 0.001 5 9425 -18 2012.9766110746918 1999.446873650479 100 TCGA 1 50 100 0.5 0.001 5 9425 -19 2002.651040299581 2007.3088691749765 100 TCGA 1 50 100 0.5 0.001 5 9425 -20 1998.549803542963 2004.4072167478016 100 TCGA 1 50 100 0.5 0.001 5 9425 -21 1994.0910418757717 1991.5826090903738 100 TCGA 1 50 100 0.5 0.001 5 9425 -22 1987.5876706422791 1977.3973983687972 100 TCGA 1 50 100 0.5 0.001 5 9425 -23 1985.5538589506493 1986.3715274369897 100 TCGA 1 50 100 0.5 0.001 5 9425 -24 1981.289719368813 1978.0050373940012 100 TCGA 1 50 100 0.5 0.001 5 9425 -25 1978.8633214450465 1983.0206372438363 100 TCGA 1 50 100 0.5 0.001 5 9425 -26 1976.4197800886766 1968.893454700259 100 TCGA 1 50 100 0.5 0.001 5 9425 -27 1971.009248703076 1965.6732748213724 100 TCGA 1 50 100 0.5 0.001 5 9425 -28 1967.5378813651514 1966.0131608972597 100 TCGA 1 50 100 0.5 0.001 5 9425 -29 1966.4291062660018 1963.980679152599 100 TCGA 1 50 100 0.5 0.001 5 9425 -30 1962.680514073662 1959.9040993541928 100 TCGA 1 50 100 0.5 0.001 5 9425 -31 1957.90369171473 1966.8093807661353 100 TCGA 1 50 100 0.5 0.001 5 9425 -32 1958.2706118154797 1956.7750759412295 100 TCGA 1 50 100 0.5 0.001 5 9425 -33 1953.5599956442195 1947.3588934663553 100 TCGA 1 50 100 0.5 0.001 5 9425 -34 1951.9961607054097 1953.608492903973 100 TCGA 1 50 100 0.5 0.001 5 9425 -35 1948.1627674019753 1946.4303972253847 100 TCGA 1 50 100 0.5 0.001 5 9425 -36 1946.8575924927534 1940.283335010011 100 TCGA 1 50 100 0.5 0.001 5 9425 -37 1944.0200419314726 1949.6763400743955 100 TCGA 1 50 100 0.5 0.001 5 9425 -38 1942.397590896942 1939.2274421423524 100 TCGA 1 50 100 0.5 0.001 5 9425 -39 1939.7591001857857 1937.349069566583 100 TCGA 1 50 100 0.5 0.001 5 9425 -40 1937.0238362212363 1948.366287614832 100 TCGA 1 50 100 0.5 0.001 5 9425 -41 1936.0485735881646 1934.4053053352702 100 TCGA 1 50 100 0.5 0.001 5 9425 -42 1934.629134762246 1931.6809548229428 100 TCGA 1 50 100 0.5 0.001 5 9425 -43 1933.5144373658168 1930.428356381517 100 TCGA 1 50 100 0.5 0.001 5 9425 -44 1931.1077342654514 1929.2209662816033 100 TCGA 1 50 100 0.5 0.001 5 9425 -45 1930.11342448062 1923.7550551831423 100 TCGA 1 50 100 0.5 0.001 5 9425 -46 1927.2670425907259 1925.8364852828597 100 TCGA 1 50 100 0.5 0.001 5 9425 -47 1925.8890151270718 1923.9388887798366 100 TCGA 1 50 100 0.5 0.001 5 9425 -48 1923.670855163104 1921.0226842218908 100 TCGA 1 50 100 0.5 0.001 5 9425 -49 1922.8286185134189 1922.4056586644158 100 TCGA 1 50 100 0.5 0.001 5 9425 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index bdf964f23..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5080.360067063323 4815.419053274183 100 TCGA 1 50 100 0.0 0.001 5 6963 -1 4178.522472164862 4267.006237240892 100 TCGA 1 50 100 0.0 0.001 5 6963 -2 3436.2623211851824 3177.389734316112 100 TCGA 1 50 100 0.0 0.001 5 6963 -3 2916.662864333352 3008.442500588882 100 TCGA 1 50 100 0.0 0.001 5 6963 -4 2576.926553975925 2721.14122737712 100 TCGA 1 50 100 0.0 0.001 5 6963 -5 2346.1053403166075 2365.557030759265 100 TCGA 1 50 100 0.0 0.001 5 6963 -6 2255.6272645207946 2194.607769069959 100 TCGA 1 50 100 0.0 0.001 5 6963 -7 2170.851928424803 2096.465677999372 100 TCGA 1 50 100 0.0 0.001 5 6963 -8 2138.2467651844076 2102.542139407977 100 TCGA 1 50 100 0.0 0.001 5 6963 -9 2111.623221961898 2094.45457144119 100 TCGA 1 50 100 0.0 0.001 5 6963 -10 2085.3320110570985 2135.8279372938914 100 TCGA 1 50 100 0.0 0.001 5 6963 -11 2075.6426663905972 2093.63278060223 100 TCGA 1 50 100 0.0 0.001 5 6963 -12 2062.810481500141 2047.7081268157192 100 TCGA 1 50 100 0.0 0.001 5 6963 -13 2048.8569406789784 2072.327403619661 100 TCGA 1 50 100 0.0 0.001 5 6963 -14 2037.5299408950234 2056.7744275577106 100 TCGA 1 50 100 0.0 0.001 5 6963 -15 2035.2784419876748 2017.504859502591 100 TCGA 1 50 100 0.0 0.001 5 6963 -16 2022.5090420324098 2008.8759127669598 100 TCGA 1 50 100 0.0 0.001 5 6963 -17 2014.140026325439 2013.4572275439698 100 TCGA 1 50 100 0.0 0.001 5 6963 -18 2015.4312137944821 1992.3861261875786 100 TCGA 1 50 100 0.0 0.001 5 6963 -19 2004.6736297249754 1996.8687885226916 100 TCGA 1 50 100 0.0 0.001 5 6963 -20 1997.9351253039017 1997.3542136954302 100 TCGA 1 50 100 0.0 0.001 5 6963 -21 1995.6398834354552 1985.3802312342964 100 TCGA 1 50 100 0.0 0.001 5 6963 -22 1993.3550972660173 1976.894238649301 100 TCGA 1 50 100 0.0 0.001 5 6963 -23 1985.3448503359925 1980.6982961683418 100 TCGA 1 50 100 0.0 0.001 5 6963 -24 1980.843278587044 1968.3693142224795 100 TCGA 1 50 100 0.0 0.001 5 6963 -25 1976.7935169695584 1988.2359925849953 100 TCGA 1 50 100 0.0 0.001 5 6963 -26 1973.4198971720782 1971.1404882076397 100 TCGA 1 50 100 0.0 0.001 5 6963 -27 1969.333423674539 1956.3845257783055 100 TCGA 1 50 100 0.0 0.001 5 6963 -28 1966.9223871393945 1969.81737361122 100 TCGA 1 50 100 0.0 0.001 5 6963 -29 1967.2961985650559 1966.2678234924624 100 TCGA 1 50 100 0.0 0.001 5 6963 -30 1963.1587746985617 1954.2359171345006 100 TCGA 1 50 100 0.0 0.001 5 6963 -31 1957.9430125121867 1960.3397621653187 100 TCGA 1 50 100 0.0 0.001 5 6963 -32 1956.4983787907063 1957.0447286481235 100 TCGA 1 50 100 0.0 0.001 5 6963 -33 1954.2377404018043 1951.7923381556218 100 TCGA 1 50 100 0.0 0.001 5 6963 -34 1951.3866764157594 1942.0910558652638 100 TCGA 1 50 100 0.0 0.001 5 6963 -35 1949.3064354940084 1947.9394169332993 100 TCGA 1 50 100 0.0 0.001 5 6963 -36 1946.9975465897378 1944.0709903276147 100 TCGA 1 50 100 0.0 0.001 5 6963 -37 1944.8459635207744 1938.4326570597127 100 TCGA 1 50 100 0.0 0.001 5 6963 -38 1942.287849209114 1941.7728234679255 100 TCGA 1 50 100 0.0 0.001 5 6963 -39 1941.9602306258241 1936.279719520454 100 TCGA 1 50 100 0.0 0.001 5 6963 -40 1939.612259546419 1930.7807684663553 100 TCGA 1 50 100 0.0 0.001 5 6963 -41 1936.6381611254003 1929.5007170864087 100 TCGA 1 50 100 0.0 0.001 5 6963 -42 1935.047578781201 1934.7513532015546 100 TCGA 1 50 100 0.0 0.001 5 6963 -43 1933.7295920619715 1927.948929829813 100 TCGA 1 50 100 0.0 0.001 5 6963 -44 1931.9117239794437 1927.5423375422033 100 TCGA 1 50 100 0.0 0.001 5 6963 -45 1930.639856279954 1925.6373634530073 100 TCGA 1 50 100 0.0 0.001 5 6963 -46 1928.785836336562 1924.9216977220085 100 TCGA 1 50 100 0.0 0.001 5 6963 -47 1926.2784250785044 1918.2615611014055 100 TCGA 1 50 100 0.0 0.001 5 6963 -48 1925.478294524993 1920.526502753023 100 TCGA 1 50 100 0.0 0.001 5 6963 -49 1922.9551782992312 1917.2307564433495 100 TCGA 1 50 100 0.0 0.001 5 6963 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index f38c213b2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5079.053244402451 4845.260406034076 100 TCGA 1 50 100 1.0 0.001 5 6231 -1 4153.293803144664 3790.5766859198334 100 TCGA 1 50 100 1.0 0.001 5 6231 -2 3361.4200322410597 3337.843999047974 100 TCGA 1 50 100 1.0 0.001 5 6231 -3 2830.986782369902 2675.577224501413 100 TCGA 1 50 100 1.0 0.001 5 6231 -4 2515.5911017868293 2506.180675104036 100 TCGA 1 50 100 1.0 0.001 5 6231 -5 2331.985397262224 2396.473231636699 100 TCGA 1 50 100 1.0 0.001 5 6231 -6 2235.1311352356483 2242.050870809124 100 TCGA 1 50 100 1.0 0.001 5 6231 -7 2172.7200572791676 2176.0047478603956 100 TCGA 1 50 100 1.0 0.001 5 6231 -8 2138.676660499611 2148.184701584092 100 TCGA 1 50 100 1.0 0.001 5 6231 -9 2106.242626675166 2088.555316867541 100 TCGA 1 50 100 1.0 0.001 5 6231 -10 2081.815302970913 2078.163716531878 100 TCGA 1 50 100 1.0 0.001 5 6231 -11 2071.1512410840573 2073.771570253612 100 TCGA 1 50 100 1.0 0.001 5 6231 -12 2061.01674619654 2068.0764258303234 100 TCGA 1 50 100 1.0 0.001 5 6231 -13 2043.0859025234968 2029.836509819606 100 TCGA 1 50 100 1.0 0.001 5 6231 -14 2040.201187435252 2030.4374454057397 100 TCGA 1 50 100 1.0 0.001 5 6231 -15 2029.472042655583 2018.5149668017823 100 TCGA 1 50 100 1.0 0.001 5 6231 -16 2026.5029207355863 2028.05975740519 100 TCGA 1 50 100 1.0 0.001 5 6231 -17 2018.2247321947116 2013.8756453164258 100 TCGA 1 50 100 1.0 0.001 5 6231 -18 2011.0949037613407 2001.978887970124 100 TCGA 1 50 100 1.0 0.001 5 6231 -19 2005.530940729774 2020.410451917792 100 TCGA 1 50 100 1.0 0.001 5 6231 -20 1999.819696180495 2012.3329286814935 100 TCGA 1 50 100 1.0 0.001 5 6231 -21 1994.8304940687917 1996.1655997271514 100 TCGA 1 50 100 1.0 0.001 5 6231 -22 1989.9099355315054 1994.4791413120288 100 TCGA 1 50 100 1.0 0.001 5 6231 -23 1985.9109296163208 1984.6303207934202 100 TCGA 1 50 100 1.0 0.001 5 6231 -24 1983.10269391562 1982.8292285401617 100 TCGA 1 50 100 1.0 0.001 5 6231 -25 1979.134772819232 1977.5085676183653 100 TCGA 1 50 100 1.0 0.001 5 6231 -26 1974.2433197331463 1981.6850757694724 100 TCGA 1 50 100 1.0 0.001 5 6231 -27 1973.0840918388415 1967.973898422778 100 TCGA 1 50 100 1.0 0.001 5 6231 -28 1970.8540088522846 1962.6198276538944 100 TCGA 1 50 100 1.0 0.001 5 6231 -29 1964.394958952546 1957.72355981568 100 TCGA 1 50 100 1.0 0.001 5 6231 -30 1961.5544018562862 1953.9455609345555 100 TCGA 1 50 100 1.0 0.001 5 6231 -31 1960.47881122891 1954.5501905278345 100 TCGA 1 50 100 1.0 0.001 5 6231 -32 1956.389549816569 1953.3068927400675 100 TCGA 1 50 100 1.0 0.001 5 6231 -33 1952.9263466784885 1954.863332777167 100 TCGA 1 50 100 1.0 0.001 5 6231 -34 1950.080003130581 1946.9400978280073 100 TCGA 1 50 100 1.0 0.001 5 6231 -35 1946.9897258599724 1944.048145390036 100 TCGA 1 50 100 1.0 0.001 5 6231 -36 1943.9818363489883 1939.6284885118955 100 TCGA 1 50 100 1.0 0.001 5 6231 -37 1942.6968208634037 1935.225826397613 100 TCGA 1 50 100 1.0 0.001 5 6231 -38 1938.7263594264496 1939.0784255751414 100 TCGA 1 50 100 1.0 0.001 5 6231 -39 1939.2715925337388 1937.3930584318075 100 TCGA 1 50 100 1.0 0.001 5 6231 -40 1934.8928620382828 1929.8356909057004 100 TCGA 1 50 100 1.0 0.001 5 6231 -41 1933.4438367967748 1937.6108748086133 100 TCGA 1 50 100 1.0 0.001 5 6231 -42 1932.0972236422958 1935.7564286275126 100 TCGA 1 50 100 1.0 0.001 5 6231 -43 1930.5709874633967 1928.6683423219613 100 TCGA 1 50 100 1.0 0.001 5 6231 -44 1928.7874683644545 1928.6546502041458 100 TCGA 1 50 100 1.0 0.001 5 6231 -45 1927.529535252064 1924.5459168400596 100 TCGA 1 50 100 1.0 0.001 5 6231 -46 1926.2194710173821 1924.474566435694 100 TCGA 1 50 100 1.0 0.001 5 6231 -47 1924.5559152338517 1922.5606940954774 100 TCGA 1 50 100 1.0 0.001 5 6231 -48 1922.1332202004007 1922.3595363291065 100 TCGA 1 50 100 1.0 0.001 5 6231 -49 1921.4464224146764 1924.4086582816426 100 TCGA 1 50 100 1.0 0.001 5 6231 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index c8e1d6d2c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5227.6420401381465 5250.114385403581 150 TCGA 1 100 100 0.5 0.001 5 1500 -1 4576.245892911022 4624.199618698964 150 TCGA 1 100 100 0.5 0.001 5 1500 -2 3984.202302050705 4105.599813029994 150 TCGA 1 100 100 0.5 0.001 5 1500 -3 3497.616632345093 3456.175159243483 150 TCGA 1 100 100 0.5 0.001 5 1500 -4 3130.6037360028586 3279.8694890467964 150 TCGA 1 100 100 0.5 0.001 5 1500 -5 2846.6263135741206 2843.0516388092806 150 TCGA 1 100 100 0.5 0.001 5 1500 -6 2610.690403581158 2732.9292838705246 150 TCGA 1 100 100 0.5 0.001 5 1500 -7 2460.9930747341186 2500.545075229664 150 TCGA 1 100 100 0.5 0.001 5 1500 -8 2363.8424049238633 2459.280284479036 150 TCGA 1 100 100 0.5 0.001 5 1500 -9 2276.0323289713033 2237.2722548288316 150 TCGA 1 100 100 0.5 0.001 5 1500 -10 2220.229452564722 2188.683856293185 150 TCGA 1 100 100 0.5 0.001 5 1500 -11 2166.5029817094282 2198.820433956894 150 TCGA 1 100 100 0.5 0.001 5 1500 -12 2146.5255652486326 2208.8607282015546 150 TCGA 1 100 100 0.5 0.001 5 1500 -13 2124.8263134433164 2145.2219888505024 150 TCGA 1 100 100 0.5 0.001 5 1500 -14 2109.3089144383443 2157.679383244347 150 TCGA 1 100 100 0.5 0.001 5 1500 -15 2095.9793731011587 2163.7837723775124 150 TCGA 1 100 100 0.5 0.001 5 1500 -16 2075.23318266504 2095.4400052017904 150 TCGA 1 100 100 0.5 0.001 5 1500 -17 2069.2603529359444 2088.6614971831814 150 TCGA 1 100 100 0.5 0.001 5 1500 -18 2059.455817577602 2097.054564816269 150 TCGA 1 100 100 0.5 0.001 5 1500 -19 2055.988224091281 2065.990415946922 150 TCGA 1 100 100 0.5 0.001 5 1500 -20 2046.4858712912644 2076.0975789592494 150 TCGA 1 100 100 0.5 0.001 5 1500 -21 2039.6246898713714 2048.647517985435 150 TCGA 1 100 100 0.5 0.001 5 1500 -22 2032.065594119304 2021.849839406996 150 TCGA 1 100 100 0.5 0.001 5 1500 -23 2029.4859742859617 2018.687077354546 150 TCGA 1 100 100 0.5 0.001 5 1500 -24 2023.79140020303 2038.0925121211526 150 TCGA 1 100 100 0.5 0.001 5 1500 -25 2019.401823285462 2018.467383303235 150 TCGA 1 100 100 0.5 0.001 5 1500 -26 2013.3681439513514 2022.548525096184 150 TCGA 1 100 100 0.5 0.001 5 1500 -27 2009.7992925208546 2006.1356593759815 150 TCGA 1 100 100 0.5 0.001 5 1500 -28 2007.2806891224084 2011.1243902618562 150 TCGA 1 100 100 0.5 0.001 5 1500 -29 2002.5773905751853 1998.5143220987752 150 TCGA 1 100 100 0.5 0.001 5 1500 -30 2000.0248104129096 1993.0867742030464 150 TCGA 1 100 100 0.5 0.001 5 1500 -31 1998.689680615338 2006.6535491176587 150 TCGA 1 100 100 0.5 0.001 5 1500 -32 1992.1002520052286 1991.7564568447708 150 TCGA 1 100 100 0.5 0.001 5 1500 -33 1993.052852739193 2006.1056460279915 150 TCGA 1 100 100 0.5 0.001 5 1500 -34 1990.00576962423 2012.2974589745604 150 TCGA 1 100 100 0.5 0.001 5 1500 -35 1986.873288535795 2003.5811074415044 150 TCGA 1 100 100 0.5 0.001 5 1500 -36 1984.5816068039342 1971.0713921168342 150 TCGA 1 100 100 0.5 0.001 5 1500 -37 1980.6562114808826 1986.5051882949906 150 TCGA 1 100 100 0.5 0.001 5 1500 -38 1978.9980048541445 1970.726047841748 150 TCGA 1 100 100 0.5 0.001 5 1500 -39 1975.0614539886349 1977.486456329499 150 TCGA 1 100 100 0.5 0.001 5 1500 -40 1970.569552241352 1968.073735989518 150 TCGA 1 100 100 0.5 0.001 5 1500 -41 1970.7240287950228 1964.0409291329695 150 TCGA 1 100 100 0.5 0.001 5 1500 -42 1968.2908648186356 1966.2537436940563 150 TCGA 1 100 100 0.5 0.001 5 1500 -43 1965.1214830833082 1968.6027273820273 150 TCGA 1 100 100 0.5 0.001 5 1500 -44 1962.7309511041838 1970.5728275164886 150 TCGA 1 100 100 0.5 0.001 5 1500 -45 1960.4140061451822 1963.8920978181925 150 TCGA 1 100 100 0.5 0.001 5 1500 -46 1960.055198821868 1958.3895760540986 150 TCGA 1 100 100 0.5 0.001 5 1500 -47 1957.4691853736683 1958.1474928352702 150 TCGA 1 100 100 0.5 0.001 5 1500 -48 1956.3262239514297 1961.5029370485238 150 TCGA 1 100 100 0.5 0.001 5 1500 -49 1953.0254068528984 1961.7982693006045 150 TCGA 1 100 100 0.5 0.001 5 1500 -50 1951.9844412332614 1954.9498732677057 150 TCGA 1 100 100 0.5 0.001 5 1500 -51 1950.6822142560031 1952.2762647465845 150 TCGA 1 100 100 0.5 0.001 5 1500 -52 1948.632665645013 1944.535981298092 150 TCGA 1 100 100 0.5 0.001 5 1500 -53 1945.5928113707237 1945.713001040358 150 TCGA 1 100 100 0.5 0.001 5 1500 -54 1943.1127063245801 1944.858811881674 150 TCGA 1 100 100 0.5 0.001 5 1500 -55 1943.2029542459923 1937.3424765428706 150 TCGA 1 100 100 0.5 0.001 5 1500 -56 1940.3799506944397 1945.3057634363222 150 TCGA 1 100 100 0.5 0.001 5 1500 -57 1939.902329674921 1934.1451845408685 150 TCGA 1 100 100 0.5 0.001 5 1500 -58 1939.0143816241437 1939.2193652589117 150 TCGA 1 100 100 0.5 0.001 5 1500 -59 1936.7058667245622 1941.2972179010285 150 TCGA 1 100 100 0.5 0.001 5 1500 -60 1934.1307890268558 1938.1889728181925 150 TCGA 1 100 100 0.5 0.001 5 1500 -61 1933.273589532654 1935.2332444694173 150 TCGA 1 100 100 0.5 0.001 5 1500 -62 1932.4061014009567 1930.3566072550252 150 TCGA 1 100 100 0.5 0.001 5 1500 -63 1930.4285685516572 1929.126372217533 150 TCGA 1 100 100 0.5 0.001 5 1500 -64 1929.3499626145192 1934.252106479664 150 TCGA 1 100 100 0.5 0.001 5 1500 -65 1928.4775800205712 1929.2139806699513 150 TCGA 1 100 100 0.5 0.001 5 1500 -66 1927.7058457141343 1936.321650979507 150 TCGA 1 100 100 0.5 0.001 5 1500 -67 1925.9947259602557 1923.115771116324 150 TCGA 1 100 100 0.5 0.001 5 1500 -68 1925.7620852743225 1923.0453592425015 150 TCGA 1 100 100 0.5 0.001 5 1500 -69 1924.2178448756792 1919.4970034498665 150 TCGA 1 100 100 0.5 0.001 5 1500 -70 1922.2244116834984 1925.0180529110396 150 TCGA 1 100 100 0.5 0.001 5 1500 -71 1921.5158960372426 1924.5348930933967 150 TCGA 1 100 100 0.5 0.001 5 1500 -72 1920.9290726520426 1920.3105045491127 150 TCGA 1 100 100 0.5 0.001 5 1500 -73 1920.0203483676069 1919.789215854664 150 TCGA 1 100 100 0.5 0.001 5 1500 -74 1918.8437406529486 1925.508484193428 150 TCGA 1 100 100 0.5 0.001 5 1500 -75 1918.3433487308066 1920.8523311135757 150 TCGA 1 100 100 0.5 0.001 5 1500 -76 1917.9874955254056 1917.9452658801822 150 TCGA 1 100 100 0.5 0.001 5 1500 -77 1916.6682484393966 1917.015008514251 150 TCGA 1 100 100 0.5 0.001 5 1500 -78 1915.517329147344 1917.1233787344927 150 TCGA 1 100 100 0.5 0.001 5 1500 -79 1914.696146853788 1919.6885397446215 150 TCGA 1 100 100 0.5 0.001 5 1500 -80 1914.1103905857588 1918.199878175055 150 TCGA 1 100 100 0.5 0.001 5 1500 -81 1913.7339484419908 1916.0734231460035 150 TCGA 1 100 100 0.5 0.001 5 1500 -82 1912.1326455474898 1918.3872475168812 150 TCGA 1 100 100 0.5 0.001 5 1500 -83 1911.5704697648227 1916.816152908095 150 TCGA 1 100 100 0.5 0.001 5 1500 -84 1910.4903943104089 1913.6172954616834 150 TCGA 1 100 100 0.5 0.001 5 1500 -85 1909.6468099957533 1911.5799646425487 150 TCGA 1 100 100 0.5 0.001 5 1500 -86 1908.7755973910444 1913.334829052489 150 TCGA 1 100 100 0.5 0.001 5 1500 -87 1909.4129619187497 1908.9583537806218 150 TCGA 1 100 100 0.5 0.001 5 1500 -88 1908.5176630796152 1907.8687977239715 150 TCGA 1 100 100 0.5 0.001 5 1500 -89 1907.7239192464892 1911.2750900498586 150 TCGA 1 100 100 0.5 0.001 5 1500 -90 1907.0827458634255 1909.158607367894 150 TCGA 1 100 100 0.5 0.001 5 1500 -91 1906.4637462617245 1910.5723238997723 150 TCGA 1 100 100 0.5 0.001 5 1500 -92 1905.8863314605076 1906.25196232628 150 TCGA 1 100 100 0.5 0.001 5 1500 -93 1905.5402136452562 1905.1596514064463 150 TCGA 1 100 100 0.5 0.001 5 1500 -94 1904.936220271471 1906.152208184477 150 TCGA 1 100 100 0.5 0.001 5 1500 -95 1904.075061347179 1905.800471473579 150 TCGA 1 100 100 0.5 0.001 5 1500 -96 1904.106608695145 1905.4413559496702 150 TCGA 1 100 100 0.5 0.001 5 1500 -97 1902.6337582281303 1903.829017524144 150 TCGA 1 100 100 0.5 0.001 5 1500 -98 1902.2395844006594 1904.1348846282192 150 TCGA 1 100 100 0.5 0.001 5 1500 -99 1901.9336180169078 1902.99680102171 150 TCGA 1 100 100 0.5 0.001 5 1500 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index 1c8552b5b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5226.972263346826 5043.813510913945 150 TCGA 1 100 100 0.0 0.001 5 1558 -1 4577.213274535384 4543.672012405779 150 TCGA 1 100 100 0.0 0.001 5 1558 -2 3958.1210186193266 4285.712107902796 150 TCGA 1 100 100 0.0 0.001 5 1558 -3 3461.0457273564816 3443.5022119876726 150 TCGA 1 100 100 0.0 0.001 5 1558 -4 3105.328071179514 3158.2190787923996 150 TCGA 1 100 100 0.0 0.001 5 1558 -5 2777.7258027182424 2717.6093112044596 150 TCGA 1 100 100 0.0 0.001 5 1558 -6 2571.7955420777553 2837.5171045657976 150 TCGA 1 100 100 0.0 0.001 5 1558 -7 2442.8782698602226 2638.7548423268686 150 TCGA 1 100 100 0.0 0.001 5 1558 -8 2337.5593391705443 2338.14923617109 150 TCGA 1 100 100 0.0 0.001 5 1558 -9 2260.8133485651215 2255.221431866363 150 TCGA 1 100 100 0.0 0.001 5 1558 -10 2208.3573713246196 2197.668993159155 150 TCGA 1 100 100 0.0 0.001 5 1558 -11 2166.5353292930818 2358.8491591257066 150 TCGA 1 100 100 0.0 0.001 5 1558 -12 2143.8330619599965 2124.1808395002354 150 TCGA 1 100 100 0.0 0.001 5 1558 -13 2114.738902706296 2101.719459111966 150 TCGA 1 100 100 0.0 0.001 5 1558 -14 2103.770988872267 2105.129744179884 150 TCGA 1 100 100 0.0 0.001 5 1558 -15 2092.317113437561 2109.4112996623744 150 TCGA 1 100 100 0.0 0.001 5 1558 -16 2083.576417514423 2152.11261507734 150 TCGA 1 100 100 0.0 0.001 5 1558 -17 2070.6248530905114 2061.880155170383 150 TCGA 1 100 100 0.0 0.001 5 1558 -18 2063.124256923031 2053.48782486652 150 TCGA 1 100 100 0.0 0.001 5 1558 -19 2051.6210343703347 2070.615822030072 150 TCGA 1 100 100 0.0 0.001 5 1558 -20 2042.218065321665 2049.958594240735 150 TCGA 1 100 100 0.0 0.001 5 1558 -21 2048.0907784415244 2031.4575164641567 150 TCGA 1 100 100 0.0 0.001 5 1558 -22 2035.610774278135 2049.3544682641723 150 TCGA 1 100 100 0.0 0.001 5 1558 -23 2031.9094665302523 2008.7362115754554 150 TCGA 1 100 100 0.0 0.001 5 1558 -24 2028.6659258333536 2016.1904873488536 150 TCGA 1 100 100 0.0 0.001 5 1558 -25 2022.9870112364094 2035.0671699562265 150 TCGA 1 100 100 0.0 0.001 5 1558 -26 2020.3517038911857 2026.883544921875 150 TCGA 1 100 100 0.0 0.001 5 1558 -27 2018.0652408116575 2030.9669526833386 150 TCGA 1 100 100 0.0 0.001 5 1558 -28 2013.360388514692 2000.8125576613536 150 TCGA 1 100 100 0.0 0.001 5 1558 -29 2007.9832433254967 2002.942409189502 150 TCGA 1 100 100 0.0 0.001 5 1558 -30 2006.3619718043876 1992.8208087556925 150 TCGA 1 100 100 0.0 0.001 5 1558 -31 2001.3169631489634 1987.6314415093043 150 TCGA 1 100 100 0.0 0.001 5 1558 -32 1995.2400615635509 1995.0974164033055 150 TCGA 1 100 100 0.0 0.001 5 1558 -33 1992.2516524115501 1990.7471285872723 150 TCGA 1 100 100 0.0 0.001 5 1558 -34 1991.9071121633099 1994.0554364841787 150 TCGA 1 100 100 0.0 0.001 5 1558 -35 1988.761881601253 1988.5627392332758 150 TCGA 1 100 100 0.0 0.001 5 1558 -36 1986.478783078752 1985.2955095300722 150 TCGA 1 100 100 0.0 0.001 5 1558 -37 1982.9261698884109 1972.273730100699 150 TCGA 1 100 100 0.0 0.001 5 1558 -38 1980.0900433626887 1980.4805386797268 150 TCGA 1 100 100 0.0 0.001 5 1558 -39 1977.7300191241218 1977.3599497732805 150 TCGA 1 100 100 0.0 0.001 5 1558 -40 1975.022528056415 1974.2633111848304 150 TCGA 1 100 100 0.0 0.001 5 1558 -41 1971.2247570883897 1977.5668614066426 150 TCGA 1 100 100 0.0 0.001 5 1558 -42 1970.523307104544 1974.7884447874137 150 TCGA 1 100 100 0.0 0.001 5 1558 -43 1965.782047156338 1968.0433619513583 150 TCGA 1 100 100 0.0 0.001 5 1558 -44 1963.798904917977 1957.6963381359924 150 TCGA 1 100 100 0.0 0.001 5 1558 -45 1963.0720821448317 1963.302634387759 150 TCGA 1 100 100 0.0 0.001 5 1558 -46 1962.9694477723824 1965.5629766262955 150 TCGA 1 100 100 0.0 0.001 5 1558 -47 1959.293248916287 1953.4083405307788 150 TCGA 1 100 100 0.0 0.001 5 1558 -48 1956.2349614252907 1952.698988718004 150 TCGA 1 100 100 0.0 0.001 5 1558 -49 1954.6211218456563 1954.3150101091394 150 TCGA 1 100 100 0.0 0.001 5 1558 -50 1952.992209259827 1961.3561251079616 150 TCGA 1 100 100 0.0 0.001 5 1558 -51 1952.320647971946 1947.9664607215766 150 TCGA 1 100 100 0.0 0.001 5 1558 -52 1950.2648588142858 1948.9361363703283 150 TCGA 1 100 100 0.0 0.001 5 1558 -53 1950.1664603865963 1947.676462144708 150 TCGA 1 100 100 0.0 0.001 5 1558 -54 1946.3730587700086 1947.4189888652245 150 TCGA 1 100 100 0.0 0.001 5 1558 -55 1944.9357554123517 1940.7954837664886 150 TCGA 1 100 100 0.0 0.001 5 1558 -56 1943.4774313125245 1943.8604362142744 150 TCGA 1 100 100 0.0 0.001 5 1558 -57 1942.4770524708044 1939.1954664680827 150 TCGA 1 100 100 0.0 0.001 5 1558 -58 1939.5200083175132 1935.9848424250158 150 TCGA 1 100 100 0.0 0.001 5 1558 -59 1938.3651093888434 1939.0120328203518 150 TCGA 1 100 100 0.0 0.001 5 1558 -60 1936.9833857522158 1938.5857743306376 150 TCGA 1 100 100 0.0 0.001 5 1558 -61 1936.8233857451305 1936.0990112918107 150 TCGA 1 100 100 0.0 0.001 5 1558 -62 1936.784497950516 1936.8565606352072 150 TCGA 1 100 100 0.0 0.001 5 1558 -63 1935.2229165231454 1933.562496319488 150 TCGA 1 100 100 0.0 0.001 5 1558 -64 1932.4399375366252 1931.9672373095948 150 TCGA 1 100 100 0.0 0.001 5 1558 -65 1932.612733411954 1927.0566682288395 150 TCGA 1 100 100 0.0 0.001 5 1558 -66 1930.9054929160795 1926.967010958111 150 TCGA 1 100 100 0.0 0.001 5 1558 -67 1930.060984783 1924.1947230046717 150 TCGA 1 100 100 0.0 0.001 5 1558 -68 1928.1153010170246 1926.3556638171326 150 TCGA 1 100 100 0.0 0.001 5 1558 -69 1928.1263947544892 1932.4727727995446 150 TCGA 1 100 100 0.0 0.001 5 1558 -70 1927.0323303747236 1925.822358251217 150 TCGA 1 100 100 0.0 0.001 5 1558 -71 1925.3444112834554 1922.369967513348 150 TCGA 1 100 100 0.0 0.001 5 1558 -72 1925.426210819231 1921.0782949169677 150 TCGA 1 100 100 0.0 0.001 5 1558 -73 1923.7504021957232 1920.870311641214 150 TCGA 1 100 100 0.0 0.001 5 1558 -74 1922.5574786576565 1921.2835012464668 150 TCGA 1 100 100 0.0 0.001 5 1558 -75 1921.1013279516844 1921.7431763308732 150 TCGA 1 100 100 0.0 0.001 5 1558 -76 1920.222413907933 1917.209267774419 150 TCGA 1 100 100 0.0 0.001 5 1558 -77 1918.5301223450015 1918.2046959651775 150 TCGA 1 100 100 0.0 0.001 5 1558 -78 1918.8896172897453 1921.3933755692526 150 TCGA 1 100 100 0.0 0.001 5 1558 -79 1917.5829406527087 1915.687225801861 150 TCGA 1 100 100 0.0 0.001 5 1558 -80 1916.322249778614 1913.8370036216238 150 TCGA 1 100 100 0.0 0.001 5 1558 -81 1915.6055763092195 1915.7058884510443 150 TCGA 1 100 100 0.0 0.001 5 1558 -82 1914.9788454560141 1910.638994533213 150 TCGA 1 100 100 0.0 0.001 5 1558 -83 1913.905797281147 1911.8459049397377 150 TCGA 1 100 100 0.0 0.001 5 1558 -84 1913.3843558944088 1911.7066601317133 150 TCGA 1 100 100 0.0 0.001 5 1558 -85 1912.3698796552133 1908.2771554304727 150 TCGA 1 100 100 0.0 0.001 5 1558 -86 1910.990418931578 1910.3881155042793 150 TCGA 1 100 100 0.0 0.001 5 1558 -87 1910.9466617863975 1909.8493627807004 150 TCGA 1 100 100 0.0 0.001 5 1558 -88 1910.1314332648865 1905.4469791584877 150 TCGA 1 100 100 0.0 0.001 5 1558 -89 1908.869341586607 1906.9442972921247 150 TCGA 1 100 100 0.0 0.001 5 1558 -90 1908.717967136748 1906.8932786491048 150 TCGA 1 100 100 0.0 0.001 5 1558 -91 1907.677808565518 1906.19178963666 150 TCGA 1 100 100 0.0 0.001 5 1558 -92 1907.3124456344965 1904.4374417252277 150 TCGA 1 100 100 0.0 0.001 5 1558 -93 1906.3420645058827 1904.6750819527324 150 TCGA 1 100 100 0.0 0.001 5 1558 -94 1905.399731644244 1903.965649168695 150 TCGA 1 100 100 0.0 0.001 5 1558 -95 1904.935255890114 1905.720437514722 150 TCGA 1 100 100 0.0 0.001 5 1558 -96 1903.887344770818 1903.355543587076 150 TCGA 1 100 100 0.0 0.001 5 1558 -97 1903.6369941610087 1902.0837212183967 150 TCGA 1 100 100 0.0 0.001 5 1558 -98 1902.9724611200809 1899.9570429049545 150 TCGA 1 100 100 0.0 0.001 5 1558 -99 1902.6336304078825 1900.9777230880968 150 TCGA 1 100 100 0.0 0.001 5 1558 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index 2d271e919..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5224.104622446702 5203.924792419127 150 TCGA 1 100 100 1.0 0.001 5 4143 -1 4543.538865421643 4654.148896337155 150 TCGA 1 100 100 1.0 0.001 5 4143 -2 3945.7042709539637 4215.884579145729 150 TCGA 1 100 100 1.0 0.001 5 4143 -3 3430.1160163934746 3196.4542966296326 150 TCGA 1 100 100 1.0 0.001 5 4143 -4 3012.800159221436 2850.773512337076 150 TCGA 1 100 100 1.0 0.001 5 4143 -5 2733.678445840949 2634.231733619268 150 TCGA 1 100 100 1.0 0.001 5 4143 -6 2558.4931641442527 2447.59262744386 150 TCGA 1 100 100 1.0 0.001 5 4143 -7 2418.622868490746 2556.1920969594066 150 TCGA 1 100 100 1.0 0.001 5 4143 -8 2315.0549752692823 2410.188135501727 150 TCGA 1 100 100 1.0 0.001 5 4143 -9 2241.6757399921694 2307.8471041732096 150 TCGA 1 100 100 1.0 0.001 5 4143 -10 2197.1188020055774 2240.613899576005 150 TCGA 1 100 100 1.0 0.001 5 4143 -11 2174.2818679409324 2120.3852686282976 150 TCGA 1 100 100 1.0 0.001 5 4143 -12 2140.2848674179336 2133.680396611966 150 TCGA 1 100 100 1.0 0.001 5 4143 -13 2119.422441627527 2142.08491063717 150 TCGA 1 100 100 1.0 0.001 5 4143 -14 2104.098183881519 2110.085114292164 150 TCGA 1 100 100 1.0 0.001 5 4143 -15 2096.069961617682 2121.4252279463726 150 TCGA 1 100 100 1.0 0.001 5 4143 -16 2084.4694861279945 2158.1587920069096 150 TCGA 1 100 100 1.0 0.001 5 4143 -17 2071.5502723398345 2081.097159380889 150 TCGA 1 100 100 1.0 0.001 5 4143 -18 2069.151069635152 2051.930617442682 150 TCGA 1 100 100 1.0 0.001 5 4143 -19 2054.300314892082 2068.3313712115264 150 TCGA 1 100 100 1.0 0.001 5 4143 -20 2042.8134045111758 2034.8260890634815 150 TCGA 1 100 100 1.0 0.001 5 4143 -21 2038.5882422022155 2053.7884803656957 150 TCGA 1 100 100 1.0 0.001 5 4143 -22 2035.6707168376422 2016.361582693742 150 TCGA 1 100 100 1.0 0.001 5 4143 -23 2033.3258542660053 2032.7909322000628 150 TCGA 1 100 100 1.0 0.001 5 4143 -24 2026.761577508694 2013.9880328154445 150 TCGA 1 100 100 1.0 0.001 5 4143 -25 2022.7590644735087 2046.1883434506517 150 TCGA 1 100 100 1.0 0.001 5 4143 -26 2023.6946658638922 2034.7782332070508 150 TCGA 1 100 100 1.0 0.001 5 4143 -27 2011.961773720473 2041.2063693712705 150 TCGA 1 100 100 1.0 0.001 5 4143 -28 2011.376804253448 2002.1174942093278 150 TCGA 1 100 100 1.0 0.001 5 4143 -29 2007.479915489029 2015.9570766429806 150 TCGA 1 100 100 1.0 0.001 5 4143 -30 2004.4770556864082 1995.137497178274 150 TCGA 1 100 100 1.0 0.001 5 4143 -31 2000.2540058655882 1992.0940560959093 150 TCGA 1 100 100 1.0 0.001 5 4143 -32 1998.73872752402 1984.418679702222 150 TCGA 1 100 100 1.0 0.001 5 4143 -33 1992.9132005138208 1993.609668827536 150 TCGA 1 100 100 1.0 0.001 5 4143 -34 1993.767377108891 1988.8295653070038 150 TCGA 1 100 100 1.0 0.001 5 4143 -35 1989.6753112404645 1986.7737871486338 150 TCGA 1 100 100 1.0 0.001 5 4143 -36 1985.992752696856 1976.6270248949827 150 TCGA 1 100 100 1.0 0.001 5 4143 -37 1984.7236638376257 1980.6482264839824 150 TCGA 1 100 100 1.0 0.001 5 4143 -38 1982.3081418895497 1981.4410504671796 150 TCGA 1 100 100 1.0 0.001 5 4143 -39 1978.798435358081 1976.7000039258794 150 TCGA 1 100 100 1.0 0.001 5 4143 -40 1977.0745854923296 1971.5731967945194 150 TCGA 1 100 100 1.0 0.001 5 4143 -41 1973.9041504151508 1971.2525941474953 150 TCGA 1 100 100 1.0 0.001 5 4143 -42 1971.6187528041155 1965.9755614007538 150 TCGA 1 100 100 1.0 0.001 5 4143 -43 1972.2790537426574 1975.7531161667714 150 TCGA 1 100 100 1.0 0.001 5 4143 -44 1966.883659225687 1966.230096404876 150 TCGA 1 100 100 1.0 0.001 5 4143 -45 1966.3224786178703 1961.1665358040202 150 TCGA 1 100 100 1.0 0.001 5 4143 -46 1963.1074217251203 1965.611328125 150 TCGA 1 100 100 1.0 0.001 5 4143 -47 1960.1884455373743 1963.7283119700062 150 TCGA 1 100 100 1.0 0.001 5 4143 -48 1961.3704793653073 1956.149125142313 150 TCGA 1 100 100 1.0 0.001 5 4143 -49 1957.3617909403035 1955.355497580677 150 TCGA 1 100 100 1.0 0.001 5 4143 -50 1957.0991889075624 1953.230376123783 150 TCGA 1 100 100 1.0 0.001 5 4143 -51 1954.02954147889 1954.5507358570194 150 TCGA 1 100 100 1.0 0.001 5 4143 -52 1952.4958742441697 1945.3927363870132 150 TCGA 1 100 100 1.0 0.001 5 4143 -53 1949.7186937133094 1948.0659099943075 150 TCGA 1 100 100 1.0 0.001 5 4143 -54 1948.1903401411116 1947.1116814541458 150 TCGA 1 100 100 1.0 0.001 5 4143 -55 1947.4677321524184 1955.5256813854428 150 TCGA 1 100 100 1.0 0.001 5 4143 -56 1944.074641710893 1945.8893803735475 150 TCGA 1 100 100 1.0 0.001 5 4143 -57 1942.4840920541233 1939.9641738968278 150 TCGA 1 100 100 1.0 0.001 5 4143 -58 1942.3445313780792 1944.980230130143 150 TCGA 1 100 100 1.0 0.001 5 4143 -59 1939.4229799005147 1942.1468150076555 150 TCGA 1 100 100 1.0 0.001 5 4143 -60 1938.1734934978313 1930.6043290181376 150 TCGA 1 100 100 1.0 0.001 5 4143 -61 1937.3902870754748 1934.8376342160018 150 TCGA 1 100 100 1.0 0.001 5 4143 -62 1935.233799543188 1934.4564031092964 150 TCGA 1 100 100 1.0 0.001 5 4143 -63 1933.3967498258123 1930.4075344986652 150 TCGA 1 100 100 1.0 0.001 5 4143 -64 1932.186417840344 1928.8263049868483 150 TCGA 1 100 100 1.0 0.001 5 4143 -65 1930.9847204593932 1926.676941224678 150 TCGA 1 100 100 1.0 0.001 5 4143 -66 1929.7323428883271 1927.802868100267 150 TCGA 1 100 100 1.0 0.001 5 4143 -67 1927.8113093000927 1928.7537792723383 150 TCGA 1 100 100 1.0 0.001 5 4143 -68 1926.452193142567 1922.583889908527 150 TCGA 1 100 100 1.0 0.001 5 4143 -69 1925.6036242333782 1926.218919303549 150 TCGA 1 100 100 1.0 0.001 5 4143 -70 1924.712455700971 1920.725956442368 150 TCGA 1 100 100 1.0 0.001 5 4143 -71 1923.5258230010718 1922.3912463930983 150 TCGA 1 100 100 1.0 0.001 5 4143 -72 1922.3678505275116 1919.1296607549466 150 TCGA 1 100 100 1.0 0.001 5 4143 -73 1922.2155307991616 1918.058572280347 150 TCGA 1 100 100 1.0 0.001 5 4143 -74 1920.6243387437955 1919.6066955873116 150 TCGA 1 100 100 1.0 0.001 5 4143 -75 1919.8964606939862 1916.3860084111966 150 TCGA 1 100 100 1.0 0.001 5 4143 -76 1918.4706301880224 1920.0362456815326 150 TCGA 1 100 100 1.0 0.001 5 4143 -77 1918.39636501615 1914.999216050958 150 TCGA 1 100 100 1.0 0.001 5 4143 -78 1916.636147789583 1915.8010143490892 150 TCGA 1 100 100 1.0 0.001 5 4143 -79 1916.6327644158239 1911.5538759471185 150 TCGA 1 100 100 1.0 0.001 5 4143 -80 1915.0635754695654 1914.3705809320038 150 TCGA 1 100 100 1.0 0.001 5 4143 -81 1914.8243948451802 1912.225858908802 150 TCGA 1 100 100 1.0 0.001 5 4143 -82 1913.6772792989461 1909.958775812657 150 TCGA 1 100 100 1.0 0.001 5 4143 -83 1912.7103172291174 1913.2221176684202 150 TCGA 1 100 100 1.0 0.001 5 4143 -84 1911.2348133576397 1912.3562122134108 150 TCGA 1 100 100 1.0 0.001 5 4143 -85 1912.6980033607963 1907.6640851964903 150 TCGA 1 100 100 1.0 0.001 5 4143 -86 1909.9974838718397 1905.7439633470085 150 TCGA 1 100 100 1.0 0.001 5 4143 -87 1910.2888094074613 1906.8707122035962 150 TCGA 1 100 100 1.0 0.001 5 4143 -88 1909.2479820451588 1904.5563799220713 150 TCGA 1 100 100 1.0 0.001 5 4143 -89 1908.1922850363462 1906.8636419401696 150 TCGA 1 100 100 1.0 0.001 5 4143 -90 1907.7158529999294 1906.233223613183 150 TCGA 1 100 100 1.0 0.001 5 4143 -91 1906.7202899199217 1905.6923552086605 150 TCGA 1 100 100 1.0 0.001 5 4143 -92 1906.8995490224784 1902.9553050899026 150 TCGA 1 100 100 1.0 0.001 5 4143 -93 1905.4517915191122 1903.795399728133 150 TCGA 1 100 100 1.0 0.001 5 4143 -94 1904.609916788351 1901.7347056326555 150 TCGA 1 100 100 1.0 0.001 5 4143 -95 1904.0788455949935 1902.480866245289 150 TCGA 1 100 100 1.0 0.001 5 4143 -96 1904.2513378682793 1901.5190208856784 150 TCGA 1 100 100 1.0 0.001 5 4143 -97 1903.318078718197 1902.5953559300408 150 TCGA 1 100 100 1.0 0.001 5 4143 -98 1903.2136156482613 1899.5485134412295 150 TCGA 1 100 100 1.0 0.001 5 4143 -99 1902.1840555161448 1901.4833266675173 150 TCGA 1 100 100 1.0 0.001 5 4143 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index a90d18e27..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5229.411236147833 5245.174463626728 150 TCGA 1 50 100 0.5 0.001 5 2401 -1 4589.485015940674 4700.089414356941 150 TCGA 1 50 100 0.5 0.001 5 2401 -2 4020.59613714975 3963.887691631988 150 TCGA 1 50 100 0.5 0.001 5 2401 -3 3564.1736694431315 3716.023904925016 150 TCGA 1 50 100 0.5 0.001 5 2401 -4 3180.776697195645 2979.6786385540986 150 TCGA 1 50 100 0.5 0.001 5 2401 -5 2841.214365796833 2699.721879661982 150 TCGA 1 50 100 0.5 0.001 5 2401 -6 2585.7991891718957 2539.0751180217494 150 TCGA 1 50 100 0.5 0.001 5 2401 -7 2426.225398097191 2522.4560694095476 150 TCGA 1 50 100 0.5 0.001 5 2401 -8 2348.2507623978418 2357.2734240047894 150 TCGA 1 50 100 0.5 0.001 5 2401 -9 2268.5557979188175 2285.480148545462 150 TCGA 1 50 100 0.5 0.001 5 2401 -10 2220.328520274 2226.8981479663944 150 TCGA 1 50 100 0.5 0.001 5 2401 -11 2185.258423709965 2155.566189099796 150 TCGA 1 50 100 0.5 0.001 5 2401 -12 2154.945590622471 2207.140045932789 150 TCGA 1 50 100 0.5 0.001 5 2401 -13 2124.7665406840365 2195.346034371074 150 TCGA 1 50 100 0.5 0.001 5 2401 -14 2110.893296349167 2103.314496064306 150 TCGA 1 50 100 0.5 0.001 5 2401 -15 2096.1235210675454 2077.4146145767904 150 TCGA 1 50 100 0.5 0.001 5 2401 -16 2092.765097095972 2063.297115460113 150 TCGA 1 50 100 0.5 0.001 5 2401 -17 2069.3156458414724 2117.7040708915674 150 TCGA 1 50 100 0.5 0.001 5 2401 -18 2066.850203961929 2102.992443908998 150 TCGA 1 50 100 0.5 0.001 5 2401 -19 2057.5494537234295 2030.593083213921 150 TCGA 1 50 100 0.5 0.001 5 2401 -20 2044.1627266346604 2049.490525135443 150 TCGA 1 50 100 0.5 0.001 5 2401 -21 2043.3531773870898 2042.1717106038002 150 TCGA 1 50 100 0.5 0.001 5 2401 -22 2034.6893540953056 2058.326829459799 150 TCGA 1 50 100 0.5 0.001 5 2401 -23 2028.8811810171248 2028.763278060223 150 TCGA 1 50 100 0.5 0.001 5 2401 -24 2024.4420594671951 2017.5240840432632 150 TCGA 1 50 100 0.5 0.001 5 2401 -25 2026.6816193965653 2035.6135082149026 150 TCGA 1 50 100 0.5 0.001 5 2401 -26 2019.7449150404796 2043.07680614989 150 TCGA 1 50 100 0.5 0.001 5 2401 -27 2015.75904994879 2009.793134373037 150 TCGA 1 50 100 0.5 0.001 5 2401 -28 2012.7457873138655 2011.1011797267588 150 TCGA 1 50 100 0.5 0.001 5 2401 -29 2007.5070840158771 2004.6143369435065 150 TCGA 1 50 100 0.5 0.001 5 2401 -30 2003.6330666961994 2009.422841134383 150 TCGA 1 50 100 0.5 0.001 5 2401 -31 2001.7011636179836 1996.958364208739 150 TCGA 1 50 100 0.5 0.001 5 2401 -32 1997.0140612628102 1994.681236382106 150 TCGA 1 50 100 0.5 0.001 5 2401 -33 1996.4031595868157 1984.2298927498823 150 TCGA 1 50 100 0.5 0.001 5 2401 -34 1990.8874164406297 1987.4667741785097 150 TCGA 1 50 100 0.5 0.001 5 2401 -35 1989.1978831026674 1975.6960436950376 150 TCGA 1 50 100 0.5 0.001 5 2401 -36 1987.9530495150652 1979.722043444763 150 TCGA 1 50 100 0.5 0.001 5 2401 -37 1983.1914355719457 1979.936771258637 150 TCGA 1 50 100 0.5 0.001 5 2401 -38 1980.5696689159906 1978.6795868993404 150 TCGA 1 50 100 0.5 0.001 5 2401 -39 1980.910125429256 1983.793391395454 150 TCGA 1 50 100 0.5 0.001 5 2401 -40 1977.4270173089953 1979.2350000736103 150 TCGA 1 50 100 0.5 0.001 5 2401 -41 1973.8035579783161 1967.4340648555276 150 TCGA 1 50 100 0.5 0.001 5 2401 -42 1971.1094364234814 1975.161705132106 150 TCGA 1 50 100 0.5 0.001 5 2401 -43 1968.944920414353 1980.1678595614792 150 TCGA 1 50 100 0.5 0.001 5 2401 -44 1966.825922529457 1964.260553254554 150 TCGA 1 50 100 0.5 0.001 5 2401 -45 1964.293211964095 1965.9835419774654 150 TCGA 1 50 100 0.5 0.001 5 2401 -46 1963.2341358462859 1960.9650320695273 150 TCGA 1 50 100 0.5 0.001 5 2401 -47 1960.6523254237839 1956.770636016999 150 TCGA 1 50 100 0.5 0.001 5 2401 -48 1958.98628301117 1954.48072883951 150 TCGA 1 50 100 0.5 0.001 5 2401 -49 1955.784578245231 1955.1450385472283 150 TCGA 1 50 100 0.5 0.001 5 2401 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index 9e6b344e7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5236.026284344828 5168.92223078282 150 TCGA 1 50 100 0.0 0.001 5 499 -1 4554.258383351414 4611.062023987123 150 TCGA 1 50 100 0.0 0.001 5 499 -2 3980.5283960426927 4067.274073001727 150 TCGA 1 50 100 0.0 0.001 5 499 -3 3442.397852341875 3615.902905641489 150 TCGA 1 50 100 0.0 0.001 5 499 -4 3044.0495166184583 3096.13890006674 150 TCGA 1 50 100 0.0 0.001 5 499 -5 2749.3957784137283 2612.410539023241 150 TCGA 1 50 100 0.0 0.001 5 499 -6 2542.6287379213204 2769.205968808888 150 TCGA 1 50 100 0.0 0.001 5 499 -7 2392.3060257906677 2721.919555050644 150 TCGA 1 50 100 0.0 0.001 5 499 -8 2304.5683422886987 2328.447412845477 150 TCGA 1 50 100 0.0 0.001 5 499 -9 2239.5967528288593 2284.2097965413004 150 TCGA 1 50 100 0.0 0.001 5 499 -10 2194.1221142409167 2220.459898368797 150 TCGA 1 50 100 0.0 0.001 5 499 -11 2158.746809058323 2231.5891653089666 150 TCGA 1 50 100 0.0 0.001 5 499 -12 2137.128964784888 2109.504273074356 150 TCGA 1 50 100 0.0 0.001 5 499 -13 2119.169487822999 2139.9994111180904 150 TCGA 1 50 100 0.0 0.001 5 499 -14 2099.1642031690376 2145.417354104507 150 TCGA 1 50 100 0.0 0.001 5 499 -15 2088.9347967400536 2072.211842905936 150 TCGA 1 50 100 0.0 0.001 5 499 -16 2077.874835350189 2128.2486431179336 150 TCGA 1 50 100 0.0 0.001 5 499 -17 2069.9488393360116 2112.881345202575 150 TCGA 1 50 100 0.0 0.001 5 499 -18 2060.875635299742 2067.615961889526 150 TCGA 1 50 100 0.0 0.001 5 499 -19 2054.9614975600653 2080.203545805198 150 TCGA 1 50 100 0.0 0.001 5 499 -20 2046.1832432764452 2050.393353486181 150 TCGA 1 50 100 0.0 0.001 5 499 -21 2039.3333904284666 2067.29666521082 150 TCGA 1 50 100 0.0 0.001 5 499 -22 2036.0766855540692 2030.0834825985396 150 TCGA 1 50 100 0.0 0.001 5 499 -23 2031.3117508733362 2040.3467532977386 150 TCGA 1 50 100 0.0 0.001 5 499 -24 2031.4747525919945 2028.4811453507773 150 TCGA 1 50 100 0.0 0.001 5 499 -25 2020.983660127691 2015.4965654689463 150 TCGA 1 50 100 0.0 0.001 5 499 -26 2020.131289434747 2018.3875769226995 150 TCGA 1 50 100 0.0 0.001 5 499 -27 2015.813063125789 2023.1921730233198 150 TCGA 1 50 100 0.0 0.001 5 499 -28 2016.4715832875156 2020.2917394590138 150 TCGA 1 50 100 0.0 0.001 5 499 -29 2009.6006798576545 2012.767870725699 150 TCGA 1 50 100 0.0 0.001 5 499 -30 2005.4054179897876 2011.5448139133166 150 TCGA 1 50 100 0.0 0.001 5 499 -31 2004.5830242311547 2013.5873262798366 150 TCGA 1 50 100 0.0 0.001 5 499 -32 2000.3317710313563 2005.7990679716945 150 TCGA 1 50 100 0.0 0.001 5 499 -33 1996.5234779675552 2001.0455745524498 150 TCGA 1 50 100 0.0 0.001 5 499 -34 1994.6032736508198 1999.7135003631438 150 TCGA 1 50 100 0.0 0.001 5 499 -35 1990.3687644947424 1990.257208282624 150 TCGA 1 50 100 0.0 0.001 5 499 -36 1987.335133435564 1982.752754863183 150 TCGA 1 50 100 0.0 0.001 5 499 -37 1984.6658037494158 1993.7398086624528 150 TCGA 1 50 100 0.0 0.001 5 499 -38 1981.2667224610248 2001.9623391616285 150 TCGA 1 50 100 0.0 0.001 5 499 -39 1981.747982086035 1991.8824628513662 150 TCGA 1 50 100 0.0 0.001 5 499 -40 1979.7757692078367 1988.9314400370995 150 TCGA 1 50 100 0.0 0.001 5 499 -41 1976.4015483240928 1980.2334794087626 150 TCGA 1 50 100 0.0 0.001 5 499 -42 1972.5290122531942 1977.7526254318468 150 TCGA 1 50 100 0.0 0.001 5 499 -43 1968.6225916490662 1974.533687725738 150 TCGA 1 50 100 0.0 0.001 5 499 -44 1968.8284135868087 1972.1607365440484 150 TCGA 1 50 100 0.0 0.001 5 499 -45 1967.1341248614565 1962.332234291575 150 TCGA 1 50 100 0.0 0.001 5 499 -46 1960.7864891586194 1964.7107927331972 150 TCGA 1 50 100 0.0 0.001 5 499 -47 1961.6489899434446 1960.251935335859 150 TCGA 1 50 100 0.0 0.001 5 499 -48 1957.0339361736453 1960.9864146170305 150 TCGA 1 50 100 0.0 0.001 5 499 -49 1957.6486510651387 1958.0901148810458 150 TCGA 1 50 100 0.0 0.001 5 499 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 32ee7224a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 5230.649920165825 5093.382039592494 150 TCGA 1 50 100 1.0 0.001 5 2932 -1 4577.701056658284 4536.111215255967 150 TCGA 1 50 100 1.0 0.001 5 2932 -2 3986.336084082478 3990.0700744935616 150 TCGA 1 50 100 1.0 0.001 5 2932 -3 3488.3606410758384 3367.9741775282664 150 TCGA 1 50 100 1.0 0.001 5 2932 -4 3061.502399194638 2990.164839088018 150 TCGA 1 50 100 1.0 0.001 5 2932 -5 2784.9565869789194 2721.1945187362594 150 TCGA 1 50 100 1.0 0.001 5 2932 -6 2590.0237060574127 2624.8001727386936 150 TCGA 1 50 100 1.0 0.001 5 2932 -7 2446.436610667564 2636.503698914494 150 TCGA 1 50 100 1.0 0.001 5 2932 -8 2348.7924261304975 2336.0214708797894 150 TCGA 1 50 100 1.0 0.001 5 2932 -9 2278.5222999938087 2336.180749941112 150 TCGA 1 50 100 1.0 0.001 5 2932 -10 2219.635460195404 2354.1927913493246 150 TCGA 1 50 100 1.0 0.001 5 2932 -11 2179.802981376967 2136.132386787453 150 TCGA 1 50 100 1.0 0.001 5 2932 -12 2145.5374264117263 2131.27286702065 150 TCGA 1 50 100 1.0 0.001 5 2932 -13 2130.299236670178 2102.075435772613 150 TCGA 1 50 100 1.0 0.001 5 2932 -14 2116.8646538767753 2140.007332806611 150 TCGA 1 50 100 1.0 0.001 5 2932 -15 2089.1373923644783 2124.867728535254 150 TCGA 1 50 100 1.0 0.001 5 2932 -16 2079.3308930625367 2047.6416242589903 150 TCGA 1 50 100 1.0 0.001 5 2932 -17 2068.6790139809 2061.563074159862 150 TCGA 1 50 100 1.0 0.001 5 2932 -18 2060.1880561631897 2052.402010050251 150 TCGA 1 50 100 1.0 0.001 5 2932 -19 2047.3726519552615 2069.0407862064226 150 TCGA 1 50 100 1.0 0.001 5 2932 -20 2044.6181151880485 2052.6538736161274 150 TCGA 1 50 100 1.0 0.001 5 2932 -21 2037.2450846908268 2047.9392396553078 150 TCGA 1 50 100 1.0 0.001 5 2932 -22 2033.4199714579743 2060.6340945449906 150 TCGA 1 50 100 1.0 0.001 5 2932 -23 2029.7651268675572 2025.3528604938756 150 TCGA 1 50 100 1.0 0.001 5 2932 -24 2025.551152257092 2018.130128793381 150 TCGA 1 50 100 1.0 0.001 5 2932 -25 2015.9552959412758 2024.3684505290123 150 TCGA 1 50 100 1.0 0.001 5 2932 -26 2012.8997477495134 2011.6692557023398 150 TCGA 1 50 100 1.0 0.001 5 2932 -27 2006.2917311377046 2001.7720818447708 150 TCGA 1 50 100 1.0 0.001 5 2932 -28 2003.57624271366 2021.8126349521042 150 TCGA 1 50 100 1.0 0.001 5 2932 -29 2001.6621609472886 2008.5304654375393 150 TCGA 1 50 100 1.0 0.001 5 2932 -30 1997.7259342991117 2001.1842482677057 150 TCGA 1 50 100 1.0 0.001 5 2932 -31 1993.5190327496705 1998.8536266537767 150 TCGA 1 50 100 1.0 0.001 5 2932 -32 1990.7833327165552 1990.9389869268216 150 TCGA 1 50 100 1.0 0.001 5 2932 -33 1988.1634804757261 1978.3002782467022 150 TCGA 1 50 100 1.0 0.001 5 2932 -34 1985.2615344659307 1974.771649998037 150 TCGA 1 50 100 1.0 0.001 5 2932 -35 1983.347394096544 1972.2752207080323 150 TCGA 1 50 100 1.0 0.001 5 2932 -36 1981.8679633052743 1979.8678800496623 150 TCGA 1 50 100 1.0 0.001 5 2932 -37 1975.6049764764962 1979.0730090884108 150 TCGA 1 50 100 1.0 0.001 5 2932 -38 1974.3219876796595 1980.7557422120367 150 TCGA 1 50 100 1.0 0.001 5 2932 -39 1970.9207729199513 1965.915625490735 150 TCGA 1 50 100 1.0 0.001 5 2932 -40 1972.1058647870245 1967.8092703507773 150 TCGA 1 50 100 1.0 0.001 5 2932 -41 1968.4803054082313 1970.9326288424545 150 TCGA 1 50 100 1.0 0.001 5 2932 -42 1965.3625891321751 1965.841208606509 150 TCGA 1 50 100 1.0 0.001 5 2932 -43 1965.8271430690768 1962.7714089245053 150 TCGA 1 50 100 1.0 0.001 5 2932 -44 1961.6553788439 1962.8307780356863 150 TCGA 1 50 100 1.0 0.001 5 2932 -45 1962.1407137697383 1962.3058364331423 150 TCGA 1 50 100 1.0 0.001 5 2932 -46 1957.2949468368051 1963.341611622566 150 TCGA 1 50 100 1.0 0.001 5 2932 -47 1956.0854779003002 1950.744497021239 150 TCGA 1 50 100 1.0 0.001 5 2932 -48 1956.1721305859942 1956.5770355684674 150 TCGA 1 50 100 1.0 0.001 5 2932 -49 1954.055133528762 1952.8478249401303 150 TCGA 1 50 100 1.0 0.001 5 2932 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index dc53d499b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4620.7844963699645 4336.890978329146 50 TCGA 1 100 100 0.5 0.001 5 6613 -1 3158.357641871346 2914.94783610435 50 TCGA 1 100 100 0.5 0.001 5 6613 -2 2457.3496890020683 2266.8668783369976 50 TCGA 1 100 100 0.5 0.001 5 6613 -3 2218.162333486229 2185.1897107608356 50 TCGA 1 100 100 0.5 0.001 5 6613 -4 2131.2060460762223 2093.0906485552764 50 TCGA 1 100 100 0.5 0.001 5 6613 -5 2081.2657978523257 2097.276114459014 50 TCGA 1 100 100 0.5 0.001 5 6613 -6 2054.6238980562057 2047.0535085093436 50 TCGA 1 100 100 0.5 0.001 5 6613 -7 2039.7869114382404 2039.2630461879712 50 TCGA 1 100 100 0.5 0.001 5 6613 -8 2027.7230446295275 2011.0544599216787 50 TCGA 1 100 100 0.5 0.001 5 6613 -9 2010.9851510641577 2010.3914604762092 50 TCGA 1 100 100 0.5 0.001 5 6613 -10 2004.7285387609963 1998.7958401627277 50 TCGA 1 100 100 0.5 0.001 5 6613 -11 1994.638887034315 1989.917920289926 50 TCGA 1 100 100 0.5 0.001 5 6613 -12 1988.1970445113677 1988.244215462076 50 TCGA 1 100 100 0.5 0.001 5 6613 -13 1977.853373293659 1975.3384862545147 50 TCGA 1 100 100 0.5 0.001 5 6613 -14 1970.4261142284906 1958.206198840884 50 TCGA 1 100 100 0.5 0.001 5 6613 -15 1965.38076977411 1960.5325694635285 50 TCGA 1 100 100 0.5 0.001 5 6613 -16 1958.274712023611 1953.7840754063286 50 TCGA 1 100 100 0.5 0.001 5 6613 -17 1952.8560512647896 1951.669139766214 50 TCGA 1 100 100 0.5 0.001 5 6613 -18 1948.8099972247705 1947.818444640193 50 TCGA 1 100 100 0.5 0.001 5 6613 -19 1943.9355480740387 1941.2144186508715 50 TCGA 1 100 100 0.5 0.001 5 6613 -20 1940.3513574098847 1935.6577172974246 50 TCGA 1 100 100 0.5 0.001 5 6613 -21 1936.2944429135507 1932.0117678234924 50 TCGA 1 100 100 0.5 0.001 5 6613 -22 1932.6214367704395 1933.4311247399105 50 TCGA 1 100 100 0.5 0.001 5 6613 -23 1928.5606469266022 1929.0643132655464 50 TCGA 1 100 100 0.5 0.001 5 6613 -24 1925.4958891640258 1921.967901641999 50 TCGA 1 100 100 0.5 0.001 5 6613 -25 1922.491448170027 1917.751799770336 50 TCGA 1 100 100 0.5 0.001 5 6613 -26 1919.7307328655193 1916.720738703282 50 TCGA 1 100 100 0.5 0.001 5 6613 -27 1916.8039354029904 1916.285451917792 50 TCGA 1 100 100 0.5 0.001 5 6613 -28 1914.3235084149624 1913.375026377002 50 TCGA 1 100 100 0.5 0.001 5 6613 -29 1912.4875388815542 1913.7328169166144 50 TCGA 1 100 100 0.5 0.001 5 6613 -30 1911.4069389703484 1909.3635033075534 50 TCGA 1 100 100 0.5 0.001 5 6613 -31 1909.4884911226447 1908.140425638937 50 TCGA 1 100 100 0.5 0.001 5 6613 -32 1907.489673674539 1906.3212448963568 50 TCGA 1 100 100 0.5 0.001 5 6613 -33 1905.9428065909194 1903.5833685026696 50 TCGA 1 100 100 0.5 0.001 5 6613 -34 1903.5569820648884 1903.083864758362 50 TCGA 1 100 100 0.5 0.001 5 6613 -35 1902.4680268570494 1902.7485149134343 50 TCGA 1 100 100 0.5 0.001 5 6613 -36 1901.566642828506 1901.4759963145807 50 TCGA 1 100 100 0.5 0.001 5 6613 -37 1900.2955885950057 1899.9028240568075 50 TCGA 1 100 100 0.5 0.001 5 6613 -38 1899.0562714164657 1898.475051649851 50 TCGA 1 100 100 0.5 0.001 5 6613 -39 1897.7041613918047 1897.676253582365 50 TCGA 1 100 100 0.5 0.001 5 6613 -40 1896.483954832322 1896.2651968337782 50 TCGA 1 100 100 0.5 0.001 5 6613 -41 1895.6441102920467 1895.750803578439 50 TCGA 1 100 100 0.5 0.001 5 6613 -42 1894.6106178853406 1895.445720423406 50 TCGA 1 100 100 0.5 0.001 5 6613 -43 1893.6755026506385 1892.9628433917635 50 TCGA 1 100 100 0.5 0.001 5 6613 -44 1893.1180344709448 1892.655642102112 50 TCGA 1 100 100 0.5 0.001 5 6613 -45 1892.0860106141083 1891.339286152442 50 TCGA 1 100 100 0.5 0.001 5 6613 -46 1891.5241721973234 1891.1455317358275 50 TCGA 1 100 100 0.5 0.001 5 6613 -47 1890.7638820474044 1890.6232333542714 50 TCGA 1 100 100 0.5 0.001 5 6613 -48 1890.3989054929705 1889.3822874136306 50 TCGA 1 100 100 0.5 0.001 5 6613 -49 1889.534093438468 1889.5819214480607 50 TCGA 1 100 100 0.5 0.001 5 6613 -50 1889.022790673136 1888.857896047621 50 TCGA 1 100 100 0.5 0.001 5 6613 -51 1888.2130459005086 1888.145044681415 50 TCGA 1 100 100 0.5 0.001 5 6613 -52 1887.8675780459726 1887.987666604507 50 TCGA 1 100 100 0.5 0.001 5 6613 -53 1887.2847601857245 1887.4558289494346 50 TCGA 1 100 100 0.5 0.001 5 6613 -54 1886.7858867098116 1886.8901778178 50 TCGA 1 100 100 0.5 0.001 5 6613 -55 1886.5767320713196 1886.4696689011464 50 TCGA 1 100 100 0.5 0.001 5 6613 -56 1885.8860589789683 1886.2221851444724 50 TCGA 1 100 100 0.5 0.001 5 6613 -57 1885.7153276166075 1885.3917757733982 50 TCGA 1 100 100 0.5 0.001 5 6613 -58 1885.0687633284049 1884.8770978918028 50 TCGA 1 100 100 0.5 0.001 5 6613 -59 1884.5526291729816 1884.6310918606705 50 TCGA 1 100 100 0.5 0.001 5 6613 -60 1884.4918366176819 1884.5802320930827 50 TCGA 1 100 100 0.5 0.001 5 6613 -61 1884.075222345372 1884.0164083356235 50 TCGA 1 100 100 0.5 0.001 5 6613 -62 1883.5615333840708 1883.4403861347755 50 TCGA 1 100 100 0.5 0.001 5 6613 -63 1883.3898840894763 1883.5705161549938 50 TCGA 1 100 100 0.5 0.001 5 6613 -64 1883.3364291331081 1882.8310626619425 50 TCGA 1 100 100 0.5 0.001 5 6613 -65 1882.9621746217797 1882.9859821568782 50 TCGA 1 100 100 0.5 0.001 5 6613 -66 1882.3203872355357 1882.2044094986652 50 TCGA 1 100 100 0.5 0.001 5 6613 -67 1882.3804302009066 1881.4803270502905 50 TCGA 1 100 100 0.5 0.001 5 6613 -68 1881.759719707269 1881.7689141508322 50 TCGA 1 100 100 0.5 0.001 5 6613 -69 1881.523527782162 1881.425282540633 50 TCGA 1 100 100 0.5 0.001 5 6613 -70 1881.1494424715413 1880.8553932995053 50 TCGA 1 100 100 0.5 0.001 5 6613 -71 1881.0671163942814 1881.078153830677 50 TCGA 1 100 100 0.5 0.001 5 6613 -72 1880.7304785875674 1880.3832928068075 50 TCGA 1 100 100 0.5 0.001 5 6613 -73 1880.5871955504547 1880.4514834916772 50 TCGA 1 100 100 0.5 0.001 5 6613 -74 1880.1739518576162 1880.2732436597048 50 TCGA 1 100 100 0.5 0.001 5 6613 -75 1880.065354693081 1879.7505072972283 50 TCGA 1 100 100 0.5 0.001 5 6613 -76 1879.5220853931364 1879.6158324581893 50 TCGA 1 100 100 0.5 0.001 5 6613 -77 1879.583568076947 1879.4062273035097 50 TCGA 1 100 100 0.5 0.001 5 6613 -78 1879.198108535564 1879.236859345556 50 TCGA 1 100 100 0.5 0.001 5 6613 -79 1878.9432559579143 1879.1970539955637 50 TCGA 1 100 100 0.5 0.001 5 6613 -80 1878.7804148150603 1878.998271386228 50 TCGA 1 100 100 0.5 0.001 5 6613 -81 1878.6130043129422 1878.8520225639918 50 TCGA 1 100 100 0.5 0.001 5 6613 -82 1878.4957178786258 1878.401989194017 50 TCGA 1 100 100 0.5 0.001 5 6613 -83 1878.0472847442168 1878.1685294146514 50 TCGA 1 100 100 0.5 0.001 5 6613 -84 1878.075750617287 1878.3453835338803 50 TCGA 1 100 100 0.5 0.001 5 6613 -85 1877.843304284623 1877.8731094437028 50 TCGA 1 100 100 0.5 0.001 5 6613 -86 1877.7064538174993 1878.0861233658527 50 TCGA 1 100 100 0.5 0.001 5 6613 -87 1877.5271186032376 1877.6521597244032 50 TCGA 1 100 100 0.5 0.001 5 6613 -88 1877.453516772262 1877.5680514388348 50 TCGA 1 100 100 0.5 0.001 5 6613 -89 1877.2349976825853 1877.6480798769237 50 TCGA 1 100 100 0.5 0.001 5 6613 -90 1877.1636556988783 1877.352779522613 50 TCGA 1 100 100 0.5 0.001 5 6613 -91 1876.8549256536069 1877.3557251589982 50 TCGA 1 100 100 0.5 0.001 5 6613 -92 1876.9454170888737 1876.7303932995053 50 TCGA 1 100 100 0.5 0.001 5 6613 -93 1876.8090998942012 1876.8823561165202 50 TCGA 1 100 100 0.5 0.001 5 6613 -94 1876.5720184595275 1876.7891170942603 50 TCGA 1 100 100 0.5 0.001 5 6613 -95 1876.528759269659 1876.7006216384657 50 TCGA 1 100 100 0.5 0.001 5 6613 -96 1876.32463463929 1876.246735385914 50 TCGA 1 100 100 0.5 0.001 5 6613 -97 1876.2286450121735 1876.2661120544126 50 TCGA 1 100 100 0.5 0.001 5 6613 -98 1876.0337412208569 1876.2460618522298 50 TCGA 1 100 100 0.5 0.001 5 6613 -99 1875.9402345167045 1876.249363884854 50 TCGA 1 100 100 0.5 0.001 5 6613 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index ce87e6faf..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4639.391343360421 4007.540932200063 50 TCGA 1 100 100 0.0 0.001 5 7063 -1 3149.312024853674 3060.738254259579 50 TCGA 1 100 100 0.0 0.001 5 7063 -2 2441.409275392587 2513.14475944174 50 TCGA 1 100 100 0.0 0.001 5 7063 -3 2203.102339449811 2120.0943634186556 50 TCGA 1 100 100 0.0 0.001 5 7063 -4 2123.3396368613267 2091.576243031564 50 TCGA 1 100 100 0.0 0.001 5 7063 -5 2082.0139997167 2073.204230380418 50 TCGA 1 100 100 0.0 0.001 5 7063 -6 2055.7840561592657 2045.384179196765 50 TCGA 1 100 100 0.0 0.001 5 7063 -7 2034.0755645346596 2052.1220298268686 50 TCGA 1 100 100 0.0 0.001 5 7063 -8 2022.9187162961127 2027.9961876030543 50 TCGA 1 100 100 0.0 0.001 5 7063 -9 2012.3765047935385 1993.3007640742776 50 TCGA 1 100 100 0.0 0.001 5 7063 -10 1999.3884534864555 1999.7800759166928 50 TCGA 1 100 100 0.0 0.001 5 7063 -11 1993.7004845533297 1984.004341163827 50 TCGA 1 100 100 0.0 0.001 5 7063 -12 1981.5184046441602 1987.5188669175957 50 TCGA 1 100 100 0.0 0.001 5 7063 -13 1973.8989527732456 1970.873989699474 50 TCGA 1 100 100 0.0 0.001 5 7063 -14 1966.816509421828 1965.8613986681455 50 TCGA 1 100 100 0.0 0.001 5 7063 -15 1961.9901333832424 1960.3054622477623 50 TCGA 1 100 100 0.0 0.001 5 7063 -16 1957.2094469859219 1949.6291773810458 50 TCGA 1 100 100 0.0 0.001 5 7063 -17 1950.0284016154976 1952.9992957953832 50 TCGA 1 100 100 0.0 0.001 5 7063 -18 1945.7987614012227 1945.9832696195822 50 TCGA 1 100 100 0.0 0.001 5 7063 -19 1942.3137577643204 1938.6237523064542 50 TCGA 1 100 100 0.0 0.001 5 7063 -20 1938.6674240321795 1935.127065380614 50 TCGA 1 100 100 0.0 0.001 5 7063 -21 1933.4005518275746 1932.4595824581893 50 TCGA 1 100 100 0.0 0.001 5 7063 -22 1930.4153092004635 1927.6438160038474 50 TCGA 1 100 100 0.0 0.001 5 7063 -23 1927.7341637239351 1926.3849539445273 50 TCGA 1 100 100 0.0 0.001 5 7063 -24 1924.659423392111 1923.270228093593 50 TCGA 1 100 100 0.0 0.001 5 7063 -25 1921.8586814923801 1920.2536522946766 50 TCGA 1 100 100 0.0 0.001 5 7063 -26 1918.6452279732234 1922.1259777893374 50 TCGA 1 100 100 0.0 0.001 5 7063 -27 1916.7323229951855 1916.8718464146907 50 TCGA 1 100 100 0.0 0.001 5 7063 -28 1913.4430849995247 1916.5162316710505 50 TCGA 1 100 100 0.0 0.001 5 7063 -29 1911.8081264655523 1911.0779139839824 50 TCGA 1 100 100 0.0 0.001 5 7063 -30 1908.974258029417 1908.638376207208 50 TCGA 1 100 100 0.0 0.001 5 7063 -31 1907.6342364401805 1908.7884864998823 50 TCGA 1 100 100 0.0 0.001 5 7063 -32 1905.818798427537 1903.6953824297268 50 TCGA 1 100 100 0.0 0.001 5 7063 -33 1904.5336151310396 1902.9415424289416 50 TCGA 1 100 100 0.0 0.001 5 7063 -34 1903.2190812344343 1899.629228908213 50 TCGA 1 100 100 0.0 0.001 5 7063 -35 1900.8823348057165 1899.688486990617 50 TCGA 1 100 100 0.0 0.001 5 7063 -36 1900.4702094344505 1900.1852996672817 50 TCGA 1 100 100 0.0 0.001 5 7063 -37 1899.2303023561328 1897.0680305826006 50 TCGA 1 100 100 0.0 0.001 5 7063 -38 1897.5684988995006 1896.0145797346106 50 TCGA 1 100 100 0.0 0.001 5 7063 -39 1896.7187065893497 1895.6452704194803 50 TCGA 1 100 100 0.0 0.001 5 7063 -40 1895.6818631420524 1895.8745190797738 50 TCGA 1 100 100 0.0 0.001 5 7063 -41 1894.4384417222511 1894.2558170491127 50 TCGA 1 100 100 0.0 0.001 5 7063 -42 1893.6596869353618 1892.5373940012562 50 TCGA 1 100 100 0.0 0.001 5 7063 -43 1892.96372473353 1892.6474959023633 50 TCGA 1 100 100 0.0 0.001 5 7063 -44 1892.1673064310112 1891.4061328370367 50 TCGA 1 100 100 0.0 0.001 5 7063 -45 1891.5325110208005 1890.6470573080244 50 TCGA 1 100 100 0.0 0.001 5 7063 -46 1890.8135969977598 1889.829044514565 50 TCGA 1 100 100 0.0 0.001 5 7063 -47 1890.1265928683795 1889.0342925565326 50 TCGA 1 100 100 0.0 0.001 5 7063 -48 1889.518878591448 1888.987037236966 50 TCGA 1 100 100 0.0 0.001 5 7063 -49 1888.9774191858833 1888.0364493365264 50 TCGA 1 100 100 0.0 0.001 5 7063 -50 1888.4523693467506 1886.7084151224874 50 TCGA 1 100 100 0.0 0.001 5 7063 -51 1887.7284297029785 1886.6987721812186 50 TCGA 1 100 100 0.0 0.001 5 7063 -52 1887.2276858629853 1886.6883968180748 50 TCGA 1 100 100 0.0 0.001 5 7063 -53 1886.996372117729 1885.8341506114557 50 TCGA 1 100 100 0.0 0.001 5 7063 -54 1886.3879878234352 1885.3461963135992 50 TCGA 1 100 100 0.0 0.001 5 7063 -55 1885.9610555371823 1884.7897544362438 50 TCGA 1 100 100 0.0 0.001 5 7063 -56 1885.486275789687 1884.7094468926664 50 TCGA 1 100 100 0.0 0.001 5 7063 -57 1885.0651755185515 1884.2746551360317 50 TCGA 1 100 100 0.0 0.001 5 7063 -58 1884.6946721179688 1883.632154915201 50 TCGA 1 100 100 0.0 0.001 5 7063 -59 1884.4314351397468 1883.7455189767195 50 TCGA 1 100 100 0.0 0.001 5 7063 -60 1883.9600048250406 1883.2033378562735 50 TCGA 1 100 100 0.0 0.001 5 7063 -61 1883.5375802293129 1882.8378047463882 50 TCGA 1 100 100 0.0 0.001 5 7063 -62 1883.5575785730045 1882.3507546276303 50 TCGA 1 100 100 0.0 0.001 5 7063 -63 1883.3974727371306 1882.327809702811 50 TCGA 1 100 100 0.0 0.001 5 7063 -64 1882.836953930536 1881.633564551272 50 TCGA 1 100 100 0.0 0.001 5 7063 -65 1882.5112835534624 1881.6836084720478 50 TCGA 1 100 100 0.0 0.001 5 7063 -66 1882.0765595460048 1880.9593456785883 50 TCGA 1 100 100 0.0 0.001 5 7063 -67 1882.000877015039 1880.6288982755575 50 TCGA 1 100 100 0.0 0.001 5 7063 -68 1881.6339545570881 1880.8065075131517 50 TCGA 1 100 100 0.0 0.001 5 7063 -69 1881.5754193828527 1880.1639201868718 50 TCGA 1 100 100 0.0 0.001 5 7063 -70 1881.2196175453585 1880.0935261021907 50 TCGA 1 100 100 0.0 0.001 5 7063 -71 1880.9742092503436 1879.8045783114792 50 TCGA 1 100 100 0.0 0.001 5 7063 -72 1880.7898170495887 1879.2176918528187 50 TCGA 1 100 100 0.0 0.001 5 7063 -73 1880.376063492804 1879.66525805296 50 TCGA 1 100 100 0.0 0.001 5 7063 -74 1880.2493444528548 1878.7410907074434 50 TCGA 1 100 100 0.0 0.001 5 7063 -75 1879.8121082822397 1878.796686067054 50 TCGA 1 100 100 0.0 0.001 5 7063 -76 1879.6635917138144 1878.8788933682083 50 TCGA 1 100 100 0.0 0.001 5 7063 -77 1879.78776738835 1878.7406809437814 50 TCGA 1 100 100 0.0 0.001 5 7063 -78 1879.3841562408436 1878.500892524144 50 TCGA 1 100 100 0.0 0.001 5 7063 -79 1879.2109031775178 1877.8846404875942 50 TCGA 1 100 100 0.0 0.001 5 7063 -80 1878.6722235114917 1877.8370447206737 50 TCGA 1 100 100 0.0 0.001 5 7063 -81 1878.6894966719046 1877.642241358158 50 TCGA 1 100 100 0.0 0.001 5 7063 -82 1878.4738779614074 1877.607142156093 50 TCGA 1 100 100 0.0 0.001 5 7063 -83 1878.2952284201378 1877.6612867805827 50 TCGA 1 100 100 0.0 0.001 5 7063 -84 1878.2099699166647 1877.2589166535804 50 TCGA 1 100 100 0.0 0.001 5 7063 -85 1877.9978662425485 1876.9888554098618 50 TCGA 1 100 100 0.0 0.001 5 7063 -86 1878.0001454788176 1876.8806041928392 50 TCGA 1 100 100 0.0 0.001 5 7063 -87 1877.7080348181212 1876.9310302734375 50 TCGA 1 100 100 0.0 0.001 5 7063 -88 1877.397600107739 1876.356441631988 50 TCGA 1 100 100 0.0 0.001 5 7063 -89 1877.3856201716892 1876.3697454557946 50 TCGA 1 100 100 0.0 0.001 5 7063 -90 1877.2997735806216 1876.1557568114008 50 TCGA 1 100 100 0.0 0.001 5 7063 -91 1877.1183297614698 1876.0455175045147 50 TCGA 1 100 100 0.0 0.001 5 7063 -92 1876.8692791548435 1875.9850583483826 50 TCGA 1 100 100 0.0 0.001 5 7063 -93 1876.5285769885293 1876.1675614400126 50 TCGA 1 100 100 0.0 0.001 5 7063 -94 1876.5691253018308 1875.5760209740106 50 TCGA 1 100 100 0.0 0.001 5 7063 -95 1876.449919179343 1875.6592575916693 50 TCGA 1 100 100 0.0 0.001 5 7063 -96 1876.326447544892 1875.634625152128 50 TCGA 1 100 100 0.0 0.001 5 7063 -97 1876.1232791887435 1875.4052016675173 50 TCGA 1 100 100 0.0 0.001 5 7063 -98 1876.0214953843551 1875.0464216836133 50 TCGA 1 100 100 0.0 0.001 5 7063 -99 1875.8811268832537 1875.0736973441426 50 TCGA 1 100 100 0.0 0.001 5 7063 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index 33ab5f61a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4645.725390739453 4354.981945862123 50 TCGA 1 100 100 1.0 0.001 5 1710 -1 3204.175151127925 3036.8895122585586 50 TCGA 1 100 100 1.0 0.001 5 1710 -2 2472.9247172121786 2273.590360248508 50 TCGA 1 100 100 1.0 0.001 5 1710 -3 2218.978973085506 2227.983122399105 50 TCGA 1 100 100 1.0 0.001 5 1710 -4 2130.3198755049043 2115.0287950985394 50 TCGA 1 100 100 1.0 0.001 5 1710 -5 2079.7035981025106 2050.074116922503 50 TCGA 1 100 100 1.0 0.001 5 1710 -6 2050.6179593675224 2056.022220477387 50 TCGA 1 100 100 1.0 0.001 5 1710 -7 2036.1808605822139 2019.3325348667163 50 TCGA 1 100 100 1.0 0.001 5 1710 -8 2021.2471195548383 2005.9504664435458 50 TCGA 1 100 100 1.0 0.001 5 1710 -9 2010.6068965053037 1996.381093087508 50 TCGA 1 100 100 1.0 0.001 5 1710 -10 2001.9388962260366 1990.3315908154052 50 TCGA 1 100 100 1.0 0.001 5 1710 -11 1990.4803386270528 2017.0815135246546 50 TCGA 1 100 100 1.0 0.001 5 1710 -12 1985.7527226080704 1982.5423761875786 50 TCGA 1 100 100 1.0 0.001 5 1710 -13 1979.2089613616326 1973.1071605586526 50 TCGA 1 100 100 1.0 0.001 5 1710 -14 1971.1164730092034 1967.4607154424466 50 TCGA 1 100 100 1.0 0.001 5 1710 -15 1965.3850354768294 1968.4991933544677 50 TCGA 1 100 100 1.0 0.001 5 1710 -16 1959.5722040925152 1959.1932409851995 50 TCGA 1 100 100 1.0 0.001 5 1710 -17 1954.1548105268184 1953.5068580205716 50 TCGA 1 100 100 1.0 0.001 5 1710 -18 1950.827394376683 1944.324772667046 50 TCGA 1 100 100 1.0 0.001 5 1710 -19 1944.1003129109433 1935.969858447511 50 TCGA 1 100 100 1.0 0.001 5 1710 -20 1939.3500730214553 1934.3605889555197 50 TCGA 1 100 100 1.0 0.001 5 1710 -21 1935.600089467361 1933.8262197216552 50 TCGA 1 100 100 1.0 0.001 5 1710 -22 1931.641876428491 1928.999092753808 50 TCGA 1 100 100 1.0 0.001 5 1710 -23 1927.7192696061354 1928.745338018216 50 TCGA 1 100 100 1.0 0.001 5 1710 -24 1923.782033912411 1921.6537687215373 50 TCGA 1 100 100 1.0 0.001 5 1710 -25 1921.2520632594276 1922.9107739625863 50 TCGA 1 100 100 1.0 0.001 5 1710 -26 1918.6318724128016 1919.2129384716552 50 TCGA 1 100 100 1.0 0.001 5 1710 -27 1916.2911986827796 1916.7605348519944 50 TCGA 1 100 100 1.0 0.001 5 1710 -28 1914.3542865932434 1917.5331773614164 50 TCGA 1 100 100 1.0 0.001 5 1710 -29 1911.3755236392656 1911.822085893334 50 TCGA 1 100 100 1.0 0.001 5 1710 -30 1910.3167663158642 1907.2899396886778 50 TCGA 1 100 100 1.0 0.001 5 1710 -31 1908.0875783299266 1907.3287782908685 50 TCGA 1 100 100 1.0 0.001 5 1710 -32 1905.2075030444682 1903.094944326123 50 TCGA 1 100 100 1.0 0.001 5 1710 -33 1903.8925305722162 1903.4792075612438 50 TCGA 1 100 100 1.0 0.001 5 1710 -34 1902.327511718968 1903.9945283055904 50 TCGA 1 100 100 1.0 0.001 5 1710 -35 1901.4254226556832 1901.933385187657 50 TCGA 1 100 100 1.0 0.001 5 1710 -36 1899.9867090377868 1899.2762187401854 50 TCGA 1 100 100 1.0 0.001 5 1710 -37 1898.5614116271433 1898.5764313510913 50 TCGA 1 100 100 1.0 0.001 5 1710 -38 1897.5971718928765 1896.7723903943545 50 TCGA 1 100 100 1.0 0.001 5 1710 -39 1896.3571663707585 1896.3716041143216 50 TCGA 1 100 100 1.0 0.001 5 1710 -40 1895.457919833037 1895.5433895551978 50 TCGA 1 100 100 1.0 0.001 5 1710 -41 1894.6269485468524 1895.5038498154836 50 TCGA 1 100 100 1.0 0.001 5 1710 -42 1893.3983565648894 1893.0614099550487 50 TCGA 1 100 100 1.0 0.001 5 1710 -43 1892.6498806247994 1892.8555662835663 50 TCGA 1 100 100 1.0 0.001 5 1710 -44 1892.1600979194934 1892.517856003651 50 TCGA 1 100 100 1.0 0.001 5 1710 -45 1891.555893692032 1891.3960537551036 50 TCGA 1 100 100 1.0 0.001 5 1710 -46 1890.6504404668576 1890.3111970987752 50 TCGA 1 100 100 1.0 0.001 5 1710 -47 1889.8894573679618 1890.456320297778 50 TCGA 1 100 100 1.0 0.001 5 1710 -48 1889.2055749494007 1890.7647245014134 50 TCGA 1 100 100 1.0 0.001 5 1710 -49 1888.8987893224735 1889.1058472293107 50 TCGA 1 100 100 1.0 0.001 5 1710 -50 1888.4696282958303 1888.4550026745053 50 TCGA 1 100 100 1.0 0.001 5 1710 -51 1887.9472323244258 1887.500214083111 50 TCGA 1 100 100 1.0 0.001 5 1710 -52 1887.3254135102882 1887.5779458817526 50 TCGA 1 100 100 1.0 0.001 5 1710 -53 1887.0792090263415 1887.6980299446452 50 TCGA 1 100 100 1.0 0.001 5 1710 -54 1886.606118765217 1887.3654368031564 50 TCGA 1 100 100 1.0 0.001 5 1710 -55 1886.1227849123002 1886.4535126805904 50 TCGA 1 100 100 1.0 0.001 5 1710 -56 1885.4323668064237 1885.8613679972127 50 TCGA 1 100 100 1.0 0.001 5 1710 -57 1885.1462836722762 1886.0832200553548 50 TCGA 1 100 100 1.0 0.001 5 1710 -58 1884.9938509209053 1885.1528737437186 50 TCGA 1 100 100 1.0 0.001 5 1710 -59 1884.7248202286762 1884.8874855233198 50 TCGA 1 100 100 1.0 0.001 5 1710 -60 1884.3801987319403 1885.0515915760443 50 TCGA 1 100 100 1.0 0.001 5 1710 -61 1884.0877033297086 1884.2222188824985 50 TCGA 1 100 100 1.0 0.001 5 1710 -62 1883.7600041928201 1884.2279414651382 50 TCGA 1 100 100 1.0 0.001 5 1710 -63 1883.4129324741748 1883.6964313756282 50 TCGA 1 100 100 1.0 0.001 5 1710 -64 1883.0849144747513 1883.7126759284704 50 TCGA 1 100 100 1.0 0.001 5 1710 -65 1882.8108538697775 1883.6416218053157 50 TCGA 1 100 100 1.0 0.001 5 1710 -66 1882.5496188365053 1882.935616191308 50 TCGA 1 100 100 1.0 0.001 5 1710 -67 1882.301049357773 1882.9093072785804 50 TCGA 1 100 100 1.0 0.001 5 1710 -68 1882.1945315579349 1882.722110920815 50 TCGA 1 100 100 1.0 0.001 5 1710 -69 1881.9552783780844 1882.352670947511 50 TCGA 1 100 100 1.0 0.001 5 1710 -70 1881.475894253945 1881.762698993012 50 TCGA 1 100 100 1.0 0.001 5 1710 -71 1881.4687548506565 1881.7586191455323 50 TCGA 1 100 100 1.0 0.001 5 1710 -72 1881.1189858263817 1881.644549039141 50 TCGA 1 100 100 1.0 0.001 5 1710 -73 1881.0374531584641 1881.825270149576 50 TCGA 1 100 100 1.0 0.001 5 1710 -74 1880.8629368125148 1881.124367565366 50 TCGA 1 100 100 1.0 0.001 5 1710 -75 1880.5621149450797 1880.9916391037218 50 TCGA 1 100 100 1.0 0.001 5 1710 -76 1880.5117995488563 1880.7041058564305 50 TCGA 1 100 100 1.0 0.001 5 1710 -77 1880.0728006551328 1880.6029157015546 50 TCGA 1 100 100 1.0 0.001 5 1710 -78 1880.000542319743 1880.1792679216394 50 TCGA 1 100 100 1.0 0.001 5 1710 -79 1879.8309273441423 1879.9753148064542 50 TCGA 1 100 100 1.0 0.001 5 1710 -80 1879.7354092117346 1879.6868608177606 50 TCGA 1 100 100 1.0 0.001 5 1710 -81 1879.5973696797564 1879.8624733776303 50 TCGA 1 100 100 1.0 0.001 5 1710 -82 1879.2779131707423 1879.4917666948022 50 TCGA 1 100 100 1.0 0.001 5 1710 -83 1879.0254544738095 1879.1771810713724 50 TCGA 1 100 100 1.0 0.001 5 1710 -84 1879.0079338754151 1879.1360476699906 50 TCGA 1 100 100 1.0 0.001 5 1710 -85 1878.7761700546412 1878.8036802665672 50 TCGA 1 100 100 1.0 0.001 5 1710 -86 1878.5167078545535 1878.728645669755 50 TCGA 1 100 100 1.0 0.001 5 1710 -87 1878.3307339855305 1878.539267381831 50 TCGA 1 100 100 1.0 0.001 5 1710 -88 1878.1912663576127 1878.5216549053864 50 TCGA 1 100 100 1.0 0.001 5 1710 -89 1878.2121256383246 1878.2613298425722 50 TCGA 1 100 100 1.0 0.001 5 1710 -90 1877.9919974387444 1877.811230836801 50 TCGA 1 100 100 1.0 0.001 5 1710 -91 1877.6791528650049 1877.7025950062814 50 TCGA 1 100 100 1.0 0.001 5 1710 -92 1877.5963590400322 1877.538590167635 50 TCGA 1 100 100 1.0 0.001 5 1710 -93 1877.6658627611941 1878.2347749489636 50 TCGA 1 100 100 1.0 0.001 5 1710 -94 1877.3852425835098 1877.505629343004 50 TCGA 1 100 100 1.0 0.001 5 1710 -95 1877.1515804937553 1877.7867861033685 50 TCGA 1 100 100 1.0 0.001 5 1710 -96 1877.0675031251308 1877.098018167007 50 TCGA 1 100 100 1.0 0.001 5 1710 -97 1877.0140671353745 1876.8584352426194 50 TCGA 1 100 100 1.0 0.001 5 1710 -98 1876.9503427942573 1876.6771436528345 50 TCGA 1 100 100 1.0 0.001 5 1710 -99 1876.6233066576297 1876.5702303019002 50 TCGA 1 100 100 1.0 0.001 5 1710 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index ad61e0c83..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4636.478274781732 4531.84856410961 50 TCGA 1 50 100 0.5 0.001 5 2853 -1 3154.7205589405994 2695.2272409410334 50 TCGA 1 50 100 0.5 0.001 5 2853 -2 2453.4265465091844 2469.697661893452 50 TCGA 1 50 100 0.5 0.001 5 2853 -3 2205.3412485464382 2143.802064521828 50 TCGA 1 50 100 0.5 0.001 5 2853 -4 2128.0588920381215 2112.6708984375 50 TCGA 1 50 100 0.5 0.001 5 2853 -5 2078.3045576223108 2056.840360248508 50 TCGA 1 50 100 0.5 0.001 5 2853 -6 2050.4943057925775 2071.3456381026226 50 TCGA 1 50 100 0.5 0.001 5 2853 -7 2033.434000810005 2026.900574037178 50 TCGA 1 50 100 0.5 0.001 5 2853 -8 2022.9363926877825 2052.688425035333 50 TCGA 1 50 100 0.5 0.001 5 2853 -9 2010.2365220831314 2002.156791648673 50 TCGA 1 50 100 0.5 0.001 5 2853 -10 2001.3005647553919 1981.1693612103486 50 TCGA 1 50 100 0.5 0.001 5 2853 -11 1990.2810752537384 1987.0485692623272 50 TCGA 1 50 100 0.5 0.001 5 2853 -12 1984.2829488197972 1976.2008167055983 50 TCGA 1 50 100 0.5 0.001 5 2853 -13 1973.7821412808742 1977.4914575317996 50 TCGA 1 50 100 0.5 0.001 5 2853 -14 1969.0027076882143 1970.7847470997565 50 TCGA 1 50 100 0.5 0.001 5 2853 -15 1962.0327589356723 1963.7455932003768 50 TCGA 1 50 100 0.5 0.001 5 2853 -16 1957.3633811380969 1968.97167048622 50 TCGA 1 50 100 0.5 0.001 5 2853 -17 1951.502820465977 1949.564504652167 50 TCGA 1 50 100 0.5 0.001 5 2853 -18 1948.0198915747476 1943.2788128876805 50 TCGA 1 50 100 0.5 0.001 5 2853 -19 1941.8347199034752 1944.6403231980214 50 TCGA 1 50 100 0.5 0.001 5 2853 -20 1937.8983683236436 1938.353640148987 50 TCGA 1 50 100 0.5 0.001 5 2853 -21 1935.256615423387 1932.4778273692682 50 TCGA 1 50 100 0.5 0.001 5 2853 -22 1931.2908259180058 1926.5923783958856 50 TCGA 1 50 100 0.5 0.001 5 2853 -23 1928.3492522386052 1921.9466307366913 50 TCGA 1 50 100 0.5 0.001 5 2853 -24 1923.2244202266488 1919.2407300172738 50 TCGA 1 50 100 0.5 0.001 5 2853 -25 1921.863930801952 1916.6734195881752 50 TCGA 1 50 100 0.5 0.001 5 2853 -26 1918.654222807111 1922.0732256251963 50 TCGA 1 50 100 0.5 0.001 5 2853 -27 1916.4433749216264 1914.1437552754005 50 TCGA 1 50 100 0.5 0.001 5 2853 -28 1913.9605285596842 1913.3324545088724 50 TCGA 1 50 100 0.5 0.001 5 2853 -29 1911.9994395584224 1911.4010236730528 50 TCGA 1 50 100 0.5 0.001 5 2853 -30 1910.0020081036484 1908.9697627542007 50 TCGA 1 50 100 0.5 0.001 5 2853 -31 1907.813349668782 1905.7365231921326 50 TCGA 1 50 100 0.5 0.001 5 2853 -32 1906.7017897750559 1904.099833886228 50 TCGA 1 50 100 0.5 0.001 5 2853 -33 1904.5737845208685 1902.517430291104 50 TCGA 1 50 100 0.5 0.001 5 2853 -34 1902.7990677147282 1902.030307175526 50 TCGA 1 50 100 0.5 0.001 5 2853 -35 1902.2213486301964 1899.445948615146 50 TCGA 1 50 100 0.5 0.001 5 2853 -36 1900.0513570338226 1899.435010133676 50 TCGA 1 50 100 0.5 0.001 5 2853 -37 1899.0183072767695 1897.1458010266174 50 TCGA 1 50 100 0.5 0.001 5 2853 -38 1898.2397484782018 1896.189661687343 50 TCGA 1 50 100 0.5 0.001 5 2853 -39 1897.2939768826434 1895.182676075691 50 TCGA 1 50 100 0.5 0.001 5 2853 -40 1895.980358193184 1895.6692636767823 50 TCGA 1 50 100 0.5 0.001 5 2853 -41 1894.63435051236 1893.514165677018 50 TCGA 1 50 100 0.5 0.001 5 2853 -42 1893.8771729714663 1892.822574174584 50 TCGA 1 50 100 0.5 0.001 5 2853 -43 1892.911719741932 1891.4051801978644 50 TCGA 1 50 100 0.5 0.001 5 2853 -44 1892.0887884324598 1890.5715558996153 50 TCGA 1 50 100 0.5 0.001 5 2853 -45 1891.3445231483138 1889.9403094574434 50 TCGA 1 50 100 0.5 0.001 5 2853 -46 1890.8319861906716 1888.883737535333 50 TCGA 1 50 100 0.5 0.001 5 2853 -47 1889.9137632444722 1889.1572376040358 50 TCGA 1 50 100 0.5 0.001 5 2853 -48 1889.3129147992547 1888.5621620063207 50 TCGA 1 50 100 0.5 0.001 5 2853 -49 1888.5961442077275 1888.321452845281 50 TCGA 1 50 100 0.5 0.001 5 2853 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 296655465..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4650.350629184645 4479.737913198806 50 TCGA 1 50 100 0.0 0.001 5 2822 -1 3210.922667128551 2825.291767676272 50 TCGA 1 50 100 0.0 0.001 5 2822 -2 2462.1919200380726 2488.251020728643 50 TCGA 1 50 100 0.0 0.001 5 2822 -3 2229.898914717393 2231.155669705952 50 TCGA 1 50 100 0.0 0.001 5 2822 -4 2132.5811343418195 2094.371346478486 50 TCGA 1 50 100 0.0 0.001 5 2822 -5 2085.964438284171 2077.7156252453674 50 TCGA 1 50 100 0.0 0.001 5 2822 -6 2059.952691711024 2029.56918994386 50 TCGA 1 50 100 0.0 0.001 5 2822 -7 2039.078064884561 2052.083232323728 50 TCGA 1 50 100 0.0 0.001 5 2822 -8 2027.4790047237764 2003.3329415632852 50 TCGA 1 50 100 0.0 0.001 5 2822 -9 2014.0148365639432 2030.7058859973697 50 TCGA 1 50 100 0.0 0.001 5 2822 -10 2001.0508954856848 1992.649344746192 50 TCGA 1 50 100 0.0 0.001 5 2822 -11 1995.497011287096 1981.6725338116364 50 TCGA 1 50 100 0.0 0.001 5 2822 -12 1984.248247059957 1981.9620790721185 50 TCGA 1 50 100 0.0 0.001 5 2822 -13 1976.7776311241446 1968.7589945577497 50 TCGA 1 50 100 0.0 0.001 5 2822 -14 1970.8596747187928 1958.7658108658527 50 TCGA 1 50 100 0.0 0.001 5 2822 -15 1965.4992453414077 1956.751541521082 50 TCGA 1 50 100 0.0 0.001 5 2822 -16 1959.68575520797 1954.1150564835898 50 TCGA 1 50 100 0.0 0.001 5 2822 -17 1953.488535868588 1947.1397968848146 50 TCGA 1 50 100 0.0 0.001 5 2822 -18 1948.996505701538 1944.8819494199513 50 TCGA 1 50 100 0.0 0.001 5 2822 -19 1945.1423259317403 1938.611821927018 50 TCGA 1 50 100 0.0 0.001 5 2822 -20 1939.2426977454584 1928.9163671138897 50 TCGA 1 50 100 0.0 0.001 5 2822 -21 1935.400449187139 1930.0535545157427 50 TCGA 1 50 100 0.0 0.001 5 2822 -22 1931.8168505210804 1928.1706138112438 50 TCGA 1 50 100 0.0 0.001 5 2822 -23 1927.6647700826989 1927.1312838607098 50 TCGA 1 50 100 0.0 0.001 5 2822 -24 1924.8525347704865 1921.1293883970634 50 TCGA 1 50 100 0.0 0.001 5 2822 -25 1921.95274042197 1918.4397316170698 50 TCGA 1 50 100 0.0 0.001 5 2822 -26 1919.172400696707 1913.7868406976288 50 TCGA 1 50 100 0.0 0.001 5 2822 -27 1917.4163442842262 1918.8459877512562 50 TCGA 1 50 100 0.0 0.001 5 2822 -28 1914.6926891805072 1912.1337264937972 50 TCGA 1 50 100 0.0 0.001 5 2822 -29 1911.056979503306 1907.4208438432397 50 TCGA 1 50 100 0.0 0.001 5 2822 -30 1910.31295371351 1906.048583984375 50 TCGA 1 50 100 0.0 0.001 5 2822 -31 1908.1941890007604 1905.8601957541614 50 TCGA 1 50 100 0.0 0.001 5 2822 -32 1906.2126072431092 1903.1453023172503 50 TCGA 1 50 100 0.0 0.001 5 2822 -33 1904.8740561658058 1901.1037303215296 50 TCGA 1 50 100 0.0 0.001 5 2822 -34 1903.2535210588253 1899.1157790907664 50 TCGA 1 50 100 0.0 0.001 5 2822 -35 1902.1608204084232 1899.0020702879633 50 TCGA 1 50 100 0.0 0.001 5 2822 -36 1900.7096614230888 1898.203099849835 50 TCGA 1 50 100 0.0 0.001 5 2822 -37 1899.3084865859182 1895.5975875471106 50 TCGA 1 50 100 0.0 0.001 5 2822 -38 1898.449780472369 1895.3969892185537 50 TCGA 1 50 100 0.0 0.001 5 2822 -39 1897.0580391128597 1893.7435253660883 50 TCGA 1 50 100 0.0 0.001 5 2822 -40 1896.2961521704344 1891.9013273152873 50 TCGA 1 50 100 0.0 0.001 5 2822 -41 1895.2019892242395 1891.33506583209 50 TCGA 1 50 100 0.0 0.001 5 2822 -42 1894.174057509274 1891.6124341188363 50 TCGA 1 50 100 0.0 0.001 5 2822 -43 1893.535534192441 1890.5612191818468 50 TCGA 1 50 100 0.0 0.001 5 2822 -44 1892.4889916395393 1889.3173386463568 50 TCGA 1 50 100 0.0 0.001 5 2822 -45 1892.4070127793543 1888.5256709573257 50 TCGA 1 50 100 0.0 0.001 5 2822 -46 1891.1653652282707 1888.7585854075062 50 TCGA 1 50 100 0.0 0.001 5 2822 -47 1890.6268161212058 1887.4122756114557 50 TCGA 1 50 100 0.0 0.001 5 2822 -48 1889.9879168376206 1886.4997429775833 50 TCGA 1 50 100 0.0 0.001 5 2822 -49 1889.271210094903 1886.7362723039023 50 TCGA 1 50 100 0.0 0.001 5 2822 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index 600899c10..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.001lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4639.089370538486 4295.503113713096 50 TCGA 1 50 100 1.0 0.001 5 7987 -1 3145.6823188448766 2691.486843396671 50 TCGA 1 50 100 1.0 0.001 5 7987 -2 2445.327420701032 2225.64581820234 50 TCGA 1 50 100 1.0 0.001 5 7987 -3 2211.7574652965504 2221.572985778502 50 TCGA 1 50 100 1.0 0.001 5 7987 -4 2120.709787076892 2125.1221341080404 50 TCGA 1 50 100 1.0 0.001 5 7987 -5 2084.384944935784 2051.4462350816584 50 TCGA 1 50 100 1.0 0.001 5 7987 -6 2054.7977933273714 2048.7464151813756 50 TCGA 1 50 100 1.0 0.001 5 7987 -7 2037.5510693735437 2057.295875127591 50 TCGA 1 50 100 1.0 0.001 5 7987 -8 2023.1712178314274 2025.3222999764448 50 TCGA 1 50 100 1.0 0.001 5 7987 -9 2013.2510482595626 2005.27768603761 50 TCGA 1 50 100 1.0 0.001 5 7987 -10 2002.1176387200546 1999.5707946470634 50 TCGA 1 50 100 1.0 0.001 5 7987 -11 1994.5410942165352 1988.2929086349718 50 TCGA 1 50 100 1.0 0.001 5 7987 -12 1984.8901137598843 1989.6657009412295 50 TCGA 1 50 100 1.0 0.001 5 7987 -13 1980.593573659562 1972.4460436950376 50 TCGA 1 50 100 1.0 0.001 5 7987 -14 1972.210929719874 1972.7839306395258 50 TCGA 1 50 100 1.0 0.001 5 7987 -15 1966.0146877060167 1964.1153061449827 50 TCGA 1 50 100 1.0 0.001 5 7987 -16 1958.9418956349107 1958.6201987721813 50 TCGA 1 50 100 1.0 0.001 5 7987 -17 1955.2398359262727 1958.7276629730684 50 TCGA 1 50 100 1.0 0.001 5 7987 -18 1949.3980771071251 1945.4293679088803 50 TCGA 1 50 100 1.0 0.001 5 7987 -19 1945.016630979824 1943.4155003533292 50 TCGA 1 50 100 1.0 0.001 5 7987 -20 1939.7380352971916 1936.1671075102072 50 TCGA 1 50 100 1.0 0.001 5 7987 -21 1936.361684988886 1933.4919366117697 50 TCGA 1 50 100 1.0 0.001 5 7987 -22 1932.0996605657763 1929.7168030091866 50 TCGA 1 50 100 1.0 0.001 5 7987 -23 1927.3454859491198 1926.756007208896 50 TCGA 1 50 100 1.0 0.001 5 7987 -24 1924.4301576049138 1924.366838464785 50 TCGA 1 50 100 1.0 0.001 5 7987 -25 1921.6906367941804 1919.5794119523398 50 TCGA 1 50 100 1.0 0.001 5 7987 -26 1919.2557045082547 1920.2621947628768 50 TCGA 1 50 100 1.0 0.001 5 7987 -27 1916.812412511053 1915.2556250490734 50 TCGA 1 50 100 1.0 0.001 5 7987 -28 1914.7137471065016 1915.5261261139683 50 TCGA 1 50 100 1.0 0.001 5 7987 -29 1912.17862274003 1912.402971277285 50 TCGA 1 50 100 1.0 0.001 5 7987 -30 1910.4306670328458 1910.6381774595634 50 TCGA 1 50 100 1.0 0.001 5 7987 -31 1908.747028209892 1907.6954376374058 50 TCGA 1 50 100 1.0 0.001 5 7987 -32 1907.0752144153662 1906.3270134853958 50 TCGA 1 50 100 1.0 0.001 5 7987 -33 1904.7930758459545 1905.786592263073 50 TCGA 1 50 100 1.0 0.001 5 7987 -34 1903.6285463203901 1905.4126485699985 50 TCGA 1 50 100 1.0 0.001 5 7987 -35 1902.0902740413794 1902.8803741608433 50 TCGA 1 50 100 1.0 0.001 5 7987 -36 1900.844696423028 1901.2626020728644 50 TCGA 1 50 100 1.0 0.001 5 7987 -37 1899.887163811356 1899.5854602602858 50 TCGA 1 50 100 1.0 0.001 5 7987 -38 1898.09368334435 1897.718096095713 50 TCGA 1 50 100 1.0 0.001 5 7987 -39 1897.0226285304059 1897.4934272191033 50 TCGA 1 50 100 1.0 0.001 5 7987 -40 1896.0714338736711 1896.8050727269158 50 TCGA 1 50 100 1.0 0.001 5 7987 -41 1895.1898243228484 1896.3423826898163 50 TCGA 1 50 100 1.0 0.001 5 7987 -42 1894.1620130022663 1894.854844903227 50 TCGA 1 50 100 1.0 0.001 5 7987 -43 1893.4848589483602 1894.0647494062107 50 TCGA 1 50 100 1.0 0.001 5 7987 -44 1892.73880502552 1892.0699119376177 50 TCGA 1 50 100 1.0 0.001 5 7987 -45 1891.4847475740178 1892.4635543439856 50 TCGA 1 50 100 1.0 0.001 5 7987 -46 1891.0908812727164 1891.2538780327418 50 TCGA 1 50 100 1.0 0.001 5 7987 -47 1890.3864065775556 1890.5439483795933 50 TCGA 1 50 100 1.0 0.001 5 7987 -48 1889.7253164126812 1890.438649546561 50 TCGA 1 50 100 1.0 0.001 5 7987 -49 1889.3383224288032 1889.8904820734533 50 TCGA 1 50 100 1.0 0.001 5 7987 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 33bbc03e7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4445.883125040331 3917.76051399576 100 TCGA 1 100 100 0.5 0.0025 5 7417 -1 2923.1062595432577 3502.3806569468434 100 TCGA 1 100 100 0.5 0.0025 5 7417 -2 2315.3225238815803 2243.678033723304 100 TCGA 1 100 100 0.5 0.0025 5 7417 -3 2154.815175191541 2273.871519462547 100 TCGA 1 100 100 0.5 0.0025 5 7417 -4 2086.4354753686935 2074.022940630889 100 TCGA 1 100 100 0.5 0.0025 5 7417 -5 2053.841261831242 2052.356401146357 100 TCGA 1 100 100 0.5 0.0025 5 7417 -6 2035.8660379897965 2066.8555644433104 100 TCGA 1 100 100 0.5 0.0025 5 7417 -7 2018.2343920590502 2026.7002640153894 100 TCGA 1 100 100 0.5 0.0025 5 7417 -8 2009.2918200981992 2000.181514260757 100 TCGA 1 100 100 0.5 0.0025 5 7417 -9 1994.547449898169 2002.112734080559 100 TCGA 1 100 100 0.5 0.0025 5 7417 -10 1987.260877174729 1991.422936827693 100 TCGA 1 100 100 0.5 0.0025 5 7417 -11 1978.6593956234653 2006.412432033213 100 TCGA 1 100 100 0.5 0.0025 5 7417 -12 1972.5819545251502 1966.5702683338568 100 TCGA 1 100 100 0.5 0.0025 5 7417 -13 1966.6383949106912 1967.58495173622 100 TCGA 1 100 100 0.5 0.0025 5 7417 -14 1956.8983792103697 1961.67746508421 100 TCGA 1 100 100 0.5 0.0025 5 7417 -15 1955.8911345641866 1959.6209538905464 100 TCGA 1 100 100 0.5 0.0025 5 7417 -16 1947.2888614293893 1948.3265215236338 100 TCGA 1 100 100 0.5 0.0025 5 7417 -17 1943.698864679329 1944.2582909665516 100 TCGA 1 100 100 0.5 0.0025 5 7417 -18 1940.7506356131273 1945.1474774998037 100 TCGA 1 100 100 0.5 0.0025 5 7417 -19 1937.220283761223 1939.3117154375393 100 TCGA 1 100 100 0.5 0.0025 5 7417 -20 1932.5499862601068 1932.5892836987673 100 TCGA 1 100 100 0.5 0.0025 5 7417 -21 1930.3835623488121 1930.1139609178706 100 TCGA 1 100 100 0.5 0.0025 5 7417 -22 1925.980926087877 1925.545998424741 100 TCGA 1 100 100 0.5 0.0025 5 7417 -23 1924.2553879075424 1925.615519614675 100 TCGA 1 100 100 0.5 0.0025 5 7417 -24 1923.7716176454237 1917.9568693074748 100 TCGA 1 100 100 0.5 0.0025 5 7417 -25 1920.3514700241421 1920.4671759677292 100 TCGA 1 100 100 0.5 0.0025 5 7417 -26 1918.2908228795327 1920.7412066435695 100 TCGA 1 100 100 0.5 0.0025 5 7417 -27 1916.2256683986598 1921.1515677754005 100 TCGA 1 100 100 0.5 0.0025 5 7417 -28 1914.4355585247508 1912.385387631517 100 TCGA 1 100 100 0.5 0.0025 5 7417 -29 1912.7024161637607 1911.7150547660176 100 TCGA 1 100 100 0.5 0.0025 5 7417 -30 1910.8553800347634 1909.5230105606156 100 TCGA 1 100 100 0.5 0.0025 5 7417 -31 1909.6915721669768 1909.7734080559046 100 TCGA 1 100 100 0.5 0.0025 5 7417 -32 1908.6883040235596 1908.32447883951 100 TCGA 1 100 100 0.5 0.0025 5 7417 -33 1907.105644804304 1910.2792533222755 100 TCGA 1 100 100 0.5 0.0025 5 7417 -34 1906.659632038466 1906.357010271082 100 TCGA 1 100 100 0.5 0.0025 5 7417 -35 1905.0082594007902 1906.473925413199 100 TCGA 1 100 100 0.5 0.0025 5 7417 -36 1903.5449662939327 1904.4573330519786 100 TCGA 1 100 100 0.5 0.0025 5 7417 -37 1902.264542377079 1904.9704810674466 100 TCGA 1 100 100 0.5 0.0025 5 7417 -38 1901.5104069063102 1902.753767003965 100 TCGA 1 100 100 0.5 0.0025 5 7417 -39 1900.6525326394678 1901.05013777383 100 TCGA 1 100 100 0.5 0.0025 5 7417 -40 1899.644928104551 1899.3638044961133 100 TCGA 1 100 100 0.5 0.0025 5 7417 -41 1899.0607153263086 1898.317914033056 100 TCGA 1 100 100 0.5 0.0025 5 7417 -42 1898.5309741257263 1897.8597050192368 100 TCGA 1 100 100 0.5 0.0025 5 7417 -43 1897.42318591716 1897.3453528629475 100 TCGA 1 100 100 0.5 0.0025 5 7417 -44 1896.3932874926313 1896.0887555453046 100 TCGA 1 100 100 0.5 0.0025 5 7417 -45 1895.9027220603277 1895.300913135011 100 TCGA 1 100 100 0.5 0.0025 5 7417 -46 1895.5130832423881 1895.0743101493797 100 TCGA 1 100 100 0.5 0.0025 5 7417 -47 1895.049970209339 1894.9380760001177 100 TCGA 1 100 100 0.5 0.0025 5 7417 -48 1893.8683669725451 1893.2836552145493 100 TCGA 1 100 100 0.5 0.0025 5 7417 -49 1893.6048142928898 1893.318247119386 100 TCGA 1 100 100 0.5 0.0025 5 7417 -50 1892.864969741714 1892.9867918695038 100 TCGA 1 100 100 0.5 0.0025 5 7417 -51 1892.5376182034129 1892.6745973519944 100 TCGA 1 100 100 0.5 0.0025 5 7417 -52 1892.119035245851 1891.9363271435302 100 TCGA 1 100 100 0.5 0.0025 5 7417 -53 1891.2688157100445 1891.4356763063363 100 TCGA 1 100 100 0.5 0.0025 5 7417 -54 1890.9281531937595 1891.315798352112 100 TCGA 1 100 100 0.5 0.0025 5 7417 -55 1890.362867159268 1890.3559496702262 100 TCGA 1 100 100 0.5 0.0025 5 7417 -56 1889.9400411717181 1890.874535028659 100 TCGA 1 100 100 0.5 0.0025 5 7417 -57 1889.488533238878 1890.291111931729 100 TCGA 1 100 100 0.5 0.0025 5 7417 -58 1889.1550877908867 1888.432184113929 100 TCGA 1 100 100 0.5 0.0025 5 7417 -59 1888.6465565217022 1888.7157730792635 100 TCGA 1 100 100 0.5 0.0025 5 7417 -60 1888.1790628553515 1888.135567363183 100 TCGA 1 100 100 0.5 0.0025 5 7417 -61 1887.6830277492431 1888.270787531407 100 TCGA 1 100 100 0.5 0.0025 5 7417 -62 1887.5627526428993 1888.051369518491 100 TCGA 1 100 100 0.5 0.0025 5 7417 -63 1887.1889303032608 1887.9724783585898 100 TCGA 1 100 100 0.5 0.0025 5 7417 -64 1886.59414342094 1886.663702423249 100 TCGA 1 100 100 0.5 0.0025 5 7417 -65 1886.3970975197776 1886.5916392264055 100 TCGA 1 100 100 0.5 0.0025 5 7417 -66 1886.2911673306435 1886.7064975757694 100 TCGA 1 100 100 0.5 0.0025 5 7417 -67 1885.78045960188 1885.8421974373823 100 TCGA 1 100 100 0.5 0.0025 5 7417 -68 1885.2266775395858 1885.6489055384343 100 TCGA 1 100 100 0.5 0.0025 5 7417 -69 1885.0109449612908 1885.4778807366913 100 TCGA 1 100 100 0.5 0.0025 5 7417 -70 1884.586463728099 1885.6350220339982 100 TCGA 1 100 100 0.5 0.0025 5 7417 -71 1884.3486236834556 1884.70151416261 100 TCGA 1 100 100 0.5 0.0025 5 7417 -72 1883.8629819808468 1884.5939039680827 100 TCGA 1 100 100 0.5 0.0025 5 7417 -73 1883.5414626620445 1884.5721834269002 100 TCGA 1 100 100 0.5 0.0025 5 7417 -74 1883.1861127667535 1884.0439729163395 100 TCGA 1 100 100 0.5 0.0025 5 7417 -75 1882.9737782776922 1883.1731582718278 100 TCGA 1 100 100 0.5 0.0025 5 7417 -76 1882.7258052934505 1883.4774721998665 100 TCGA 1 100 100 0.5 0.0025 5 7417 -77 1882.3673805588523 1883.2481204852386 100 TCGA 1 100 100 0.5 0.0025 5 7417 -78 1882.2021290076232 1882.7123716728172 100 TCGA 1 100 100 0.5 0.0025 5 7417 -79 1881.6611248279924 1882.217590025322 100 TCGA 1 100 100 0.5 0.0025 5 7417 -80 1881.4999644921047 1882.5174131153815 100 TCGA 1 100 100 0.5 0.0025 5 7417 -81 1881.1179080949935 1881.7123894619583 100 TCGA 1 100 100 0.5 0.0025 5 7417 -82 1880.6391333958868 1881.953265472872 100 TCGA 1 100 100 0.5 0.0025 5 7417 -83 1880.505125740461 1880.8298272367697 100 TCGA 1 100 100 0.5 0.0025 5 7417 -84 1880.3098938213102 1880.6700316769393 100 TCGA 1 100 100 0.5 0.0025 5 7417 -85 1880.0716143289917 1880.5421663983982 100 TCGA 1 100 100 0.5 0.0025 5 7417 -86 1879.567262649749 1880.536765247134 100 TCGA 1 100 100 0.5 0.0025 5 7417 -87 1879.3195746688255 1880.3800177646042 100 TCGA 1 100 100 0.5 0.0025 5 7417 -88 1879.1312407101752 1880.0139442328832 100 TCGA 1 100 100 0.5 0.0025 5 7417 -89 1878.802673115024 1879.3628168920775 100 TCGA 1 100 100 0.5 0.0025 5 7417 -90 1878.7370445642346 1879.4467926792163 100 TCGA 1 100 100 0.5 0.0025 5 7417 -91 1878.3135139370806 1879.4752571451006 100 TCGA 1 100 100 0.5 0.0025 5 7417 -92 1878.0734508066041 1878.3641878827732 100 TCGA 1 100 100 0.5 0.0025 5 7417 -93 1877.898934092768 1878.820526583111 100 TCGA 1 100 100 0.5 0.0025 5 7417 -94 1877.7180841520224 1878.252722965413 100 TCGA 1 100 100 0.5 0.0025 5 7417 -95 1877.609354289332 1878.5578232961684 100 TCGA 1 100 100 0.5 0.0025 5 7417 -96 1877.2077121677137 1877.6492889250942 100 TCGA 1 100 100 0.5 0.0025 5 7417 -97 1877.0167144901427 1877.932508612398 100 TCGA 1 100 100 0.5 0.0025 5 7417 -98 1876.9280316957154 1877.778115430669 100 TCGA 1 100 100 0.5 0.0025 5 7417 -99 1876.8514829001824 1877.5789862397928 100 TCGA 1 100 100 0.5 0.0025 5 7417 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index e44d13d0e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4455.391098920037 3930.5805835819724 100 TCGA 1 100 100 0.0 0.0025 5 4806 -1 2848.3373157404567 2896.375587655072 100 TCGA 1 100 100 0.0 0.0025 5 4806 -2 2274.641859219561 2334.1381136640234 100 TCGA 1 100 100 0.0 0.0025 5 4806 -3 2141.1835538002115 2108.751861112202 100 TCGA 1 100 100 0.0 0.0025 5 4806 -4 2076.279053115887 2065.760439158684 100 TCGA 1 100 100 0.0 0.0025 5 4806 -5 2053.2803343159635 2081.892649281564 100 TCGA 1 100 100 0.0 0.0025 5 4806 -6 2033.3650921799133 2029.8003739400126 100 TCGA 1 100 100 0.0 0.0025 5 4806 -7 2021.4404791205945 2075.431968190562 100 TCGA 1 100 100 0.0 0.0025 5 4806 -8 2008.8997029490683 2012.4483691651617 100 TCGA 1 100 100 0.0 0.0025 5 4806 -9 1996.1086742981481 1993.823851312225 100 TCGA 1 100 100 0.0 0.0025 5 4806 -10 1985.2885428529883 1978.568867285647 100 TCGA 1 100 100 0.0 0.0025 5 4806 -11 1981.3464968749781 1982.9319129828832 100 TCGA 1 100 100 0.0 0.0025 5 4806 -12 1973.9138672338265 1978.5743659704774 100 TCGA 1 100 100 0.0 0.0025 5 4806 -13 1967.648963169456 1963.1685189865343 100 TCGA 1 100 100 0.0 0.0025 5 4806 -14 1961.4678791300341 1957.5228357362987 100 TCGA 1 100 100 0.0 0.0025 5 4806 -15 1955.746765811178 1962.5502463489322 100 TCGA 1 100 100 0.0 0.0025 5 4806 -16 1950.3019026917982 1951.108368379986 100 TCGA 1 100 100 0.0 0.0025 5 4806 -17 1947.9234681408884 1945.472640301115 100 TCGA 1 100 100 0.0 0.0025 5 4806 -18 1943.901574839198 1946.734176865774 100 TCGA 1 100 100 0.0 0.0025 5 4806 -19 1939.369035313978 1941.2862781927215 100 TCGA 1 100 100 0.0 0.0025 5 4806 -20 1936.842788970501 1937.0881617560458 100 TCGA 1 100 100 0.0 0.0025 5 4806 -21 1933.4073162315174 1944.482561121035 100 TCGA 1 100 100 0.0 0.0025 5 4806 -22 1932.04152033853 1930.9226203036667 100 TCGA 1 100 100 0.0 0.0025 5 4806 -23 1927.436870722702 1926.2297038169363 100 TCGA 1 100 100 0.0 0.0025 5 4806 -24 1925.3433407190482 1925.5576343632224 100 TCGA 1 100 100 0.0 0.0025 5 4806 -25 1923.8837761864597 1924.836892592847 100 TCGA 1 100 100 0.0 0.0025 5 4806 -26 1919.7998539707146 1920.5789408468122 100 TCGA 1 100 100 0.0 0.0025 5 4806 -27 1918.6828923805017 1918.3388230213568 100 TCGA 1 100 100 0.0 0.0025 5 4806 -28 1918.561979753469 1917.0199103427292 100 TCGA 1 100 100 0.0 0.0025 5 4806 -29 1914.9643987840223 1919.917990219653 100 TCGA 1 100 100 0.0 0.0025 5 4806 -30 1913.0073834485356 1912.92990649046 100 TCGA 1 100 100 0.0 0.0025 5 4806 -31 1911.6919131708512 1915.867916241363 100 TCGA 1 100 100 0.0 0.0025 5 4806 -32 1910.0906535643715 1910.896211403698 100 TCGA 1 100 100 0.0 0.0025 5 4806 -33 1908.9148235489233 1908.0229019855135 100 TCGA 1 100 100 0.0 0.0025 5 4806 -34 1907.1298309404517 1908.499340574945 100 TCGA 1 100 100 0.0 0.0025 5 4806 -35 1906.0973189522451 1909.329857294284 100 TCGA 1 100 100 0.0 0.0025 5 4806 -36 1904.675252542071 1907.6457274163788 100 TCGA 1 100 100 0.0 0.0025 5 4806 -37 1903.5854078519158 1905.7383965727072 100 TCGA 1 100 100 0.0 0.0025 5 4806 -38 1902.6563662931262 1905.543309197354 100 TCGA 1 100 100 0.0 0.0025 5 4806 -39 1901.5250779892906 1904.004439310812 100 TCGA 1 100 100 0.0 0.0025 5 4806 -40 1900.9603964746736 1900.2810211948413 100 TCGA 1 100 100 0.0 0.0025 5 4806 -41 1899.4563849136518 1900.8637020551978 100 TCGA 1 100 100 0.0 0.0025 5 4806 -42 1898.913692269558 1898.8706655837782 100 TCGA 1 100 100 0.0 0.0025 5 4806 -43 1898.2780475993284 1900.110155881949 100 TCGA 1 100 100 0.0 0.0025 5 4806 -44 1896.8715709946441 1898.1883931375628 100 TCGA 1 100 100 0.0 0.0025 5 4806 -45 1896.6336573181254 1898.4989498272614 100 TCGA 1 100 100 0.0 0.0025 5 4806 -46 1895.6043692587848 1897.7193689394237 100 TCGA 1 100 100 0.0 0.0025 5 4806 -47 1894.5899445782522 1895.166286142627 100 TCGA 1 100 100 0.0 0.0025 5 4806 -48 1894.0947004697834 1895.8628898888976 100 TCGA 1 100 100 0.0 0.0025 5 4806 -49 1893.74364645756 1895.2989968151303 100 TCGA 1 100 100 0.0 0.0025 5 4806 -50 1893.2833825175364 1895.4096004926978 100 TCGA 1 100 100 0.0 0.0025 5 4806 -51 1892.1166739026835 1895.1807235641097 100 TCGA 1 100 100 0.0 0.0025 5 4806 -52 1891.6664857299138 1894.6790293017823 100 TCGA 1 100 100 0.0 0.0025 5 4806 -53 1891.5766464081814 1893.0769496898556 100 TCGA 1 100 100 0.0 0.0025 5 4806 -54 1890.9044361406172 1892.060179437225 100 TCGA 1 100 100 0.0 0.0025 5 4806 -55 1890.4647212845498 1891.258917266999 100 TCGA 1 100 100 0.0 0.0025 5 4806 -56 1889.8041264452777 1891.4480458935302 100 TCGA 1 100 100 0.0 0.0025 5 4806 -57 1889.44482251557 1891.534069272142 100 TCGA 1 100 100 0.0 0.0025 5 4806 -58 1888.9562121430788 1890.5612940189228 100 TCGA 1 100 100 0.0 0.0025 5 4806 -59 1888.9241097355837 1889.946119758951 100 TCGA 1 100 100 0.0 0.0025 5 4806 -60 1888.0000770654858 1889.731368635168 100 TCGA 1 100 100 0.0 0.0025 5 4806 -61 1887.9293368629399 1890.4786340148005 100 TCGA 1 100 100 0.0 0.0025 5 4806 -62 1887.3254501899714 1889.4324705804413 100 TCGA 1 100 100 0.0 0.0025 5 4806 -63 1886.6954846710535 1888.2498067731235 100 TCGA 1 100 100 0.0 0.0025 5 4806 -64 1886.31113963612 1888.4896436528345 100 TCGA 1 100 100 0.0 0.0025 5 4806 -65 1886.1297018802888 1887.6593870230056 100 TCGA 1 100 100 0.0 0.0025 5 4806 -66 1885.9918668525322 1887.80487459269 100 TCGA 1 100 100 0.0 0.0025 5 4806 -67 1885.4984985038177 1886.4928187077967 100 TCGA 1 100 100 0.0 0.0025 5 4806 -68 1884.9877911020649 1886.814937725738 100 TCGA 1 100 100 0.0 0.0025 5 4806 -69 1884.59112320602 1886.257065969496 100 TCGA 1 100 100 0.0 0.0025 5 4806 -70 1884.4559774585089 1886.3989251678313 100 TCGA 1 100 100 0.0 0.0025 5 4806 -71 1884.0666326230519 1885.829609473147 100 TCGA 1 100 100 0.0 0.0025 5 4806 -72 1883.653030812787 1885.330514879083 100 TCGA 1 100 100 0.0 0.0025 5 4806 -73 1883.5457311443538 1884.8553669225032 100 TCGA 1 100 100 0.0 0.0025 5 4806 -74 1882.9592224795554 1884.5403519060144 100 TCGA 1 100 100 0.0 0.0025 5 4806 -75 1882.6169812653477 1883.7264422699434 100 TCGA 1 100 100 0.0 0.0025 5 4806 -76 1882.409637216133 1884.1913307995053 100 TCGA 1 100 100 0.0 0.0025 5 4806 -77 1882.0179789309284 1883.323436641214 100 TCGA 1 100 100 0.0 0.0025 5 4806 -78 1881.617721794359 1883.3226471714038 100 TCGA 1 100 100 0.0 0.0025 5 4806 -79 1881.4212515952665 1882.9662877375158 100 TCGA 1 100 100 0.0 0.0025 5 4806 -80 1881.1006870110102 1882.4060101533055 100 TCGA 1 100 100 0.0 0.0025 5 4806 -81 1880.8157649550644 1883.0267229703204 100 TCGA 1 100 100 0.0 0.0025 5 4806 -82 1880.5243790996221 1882.0414260020807 100 TCGA 1 100 100 0.0 0.0025 5 4806 -83 1879.9933638795703 1882.0603536481235 100 TCGA 1 100 100 0.0 0.0025 5 4806 -84 1879.9496285487185 1881.7471997438363 100 TCGA 1 100 100 0.0 0.0025 5 4806 -85 1879.6543624542403 1881.0455451083542 100 TCGA 1 100 100 0.0 0.0025 5 4806 -86 1879.0220830631863 1880.352095560812 100 TCGA 1 100 100 0.0 0.0025 5 4806 -87 1879.0423427700584 1880.665434717533 100 TCGA 1 100 100 0.0 0.0025 5 4806 -88 1878.741867901691 1880.1192712831737 100 TCGA 1 100 100 0.0 0.0025 5 4806 -89 1878.3264564559295 1879.7192726326948 100 TCGA 1 100 100 0.0 0.0025 5 4806 -90 1878.1014792076883 1879.8837209730293 100 TCGA 1 100 100 0.0 0.0025 5 4806 -91 1877.8659536074495 1879.268828885639 100 TCGA 1 100 100 0.0 0.0025 5 4806 -92 1877.6985940235988 1879.2563464294126 100 TCGA 1 100 100 0.0 0.0025 5 4806 -93 1877.6068359129742 1878.8514937971106 100 TCGA 1 100 100 0.0 0.0025 5 4806 -94 1877.328613812642 1878.7836122752435 100 TCGA 1 100 100 0.0 0.0025 5 4806 -95 1877.0152963816502 1878.6088591149105 100 TCGA 1 100 100 0.0 0.0025 5 4806 -96 1876.9323848192548 1878.4931174426822 100 TCGA 1 100 100 0.0 0.0025 5 4806 -97 1876.6639921654812 1878.0604321657113 100 TCGA 1 100 100 0.0 0.0025 5 4806 -98 1876.5188870392203 1878.1471977808967 100 TCGA 1 100 100 0.0 0.0025 5 4806 -99 1876.1391601153737 1878.1368561557788 100 TCGA 1 100 100 0.0 0.0025 5 4806 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index b6b13c1eb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4467.863977291951 3911.7634608589824 100 TCGA 1 100 100 1.0 0.0025 5 7676 -1 2863.452960132182 2947.3139341728174 100 TCGA 1 100 100 1.0 0.0025 5 7676 -2 2284.3226535685135 2507.715691494582 100 TCGA 1 100 100 1.0 0.0025 5 7676 -3 2126.954773787183 2176.553607883166 100 TCGA 1 100 100 1.0 0.0025 5 7676 -4 2082.8621007419215 2096.467683878376 100 TCGA 1 100 100 1.0 0.0025 5 7676 -5 2053.6248193266724 2029.6562628817917 100 TCGA 1 100 100 1.0 0.0025 5 7676 -6 2032.7961937416503 2029.386813216473 100 TCGA 1 100 100 1.0 0.0025 5 7676 -7 2019.598234350147 2037.4812122134108 100 TCGA 1 100 100 1.0 0.0025 5 7676 -8 2008.5494207498657 1990.512929025008 100 TCGA 1 100 100 1.0 0.0025 5 7676 -9 1996.096684088517 1988.175814988026 100 TCGA 1 100 100 1.0 0.0025 5 7676 -10 1988.188626646716 1991.8620599334563 100 TCGA 1 100 100 1.0 0.0025 5 7676 -11 1979.9278708746529 1978.0415854909313 100 TCGA 1 100 100 1.0 0.0025 5 7676 -12 1972.6738487539153 1983.8946539337312 100 TCGA 1 100 100 1.0 0.0025 5 7676 -13 1966.5467779732453 1963.2132212576555 100 TCGA 1 100 100 1.0 0.0025 5 7676 -14 1960.226541080809 1952.9434673366834 100 TCGA 1 100 100 1.0 0.0025 5 7676 -15 1956.6737478847867 1945.9390838469692 100 TCGA 1 100 100 1.0 0.0025 5 7676 -16 1951.5789408640665 1945.8393542419126 100 TCGA 1 100 100 1.0 0.0025 5 7676 -17 1946.130103231235 1945.6948377139604 100 TCGA 1 100 100 1.0 0.0025 5 7676 -18 1941.0712703956478 1934.8962322599325 100 TCGA 1 100 100 1.0 0.0025 5 7676 -19 1939.8252949144628 1941.768950342533 100 TCGA 1 100 100 1.0 0.0025 5 7676 -20 1934.899485705061 1932.001781981195 100 TCGA 1 100 100 1.0 0.0025 5 7676 -21 1932.282381197613 1928.154280926115 100 TCGA 1 100 100 1.0 0.0025 5 7676 -22 1929.116461086944 1923.5254237496074 100 TCGA 1 100 100 1.0 0.0025 5 7676 -23 1926.8089970357585 1922.3110952712782 100 TCGA 1 100 100 1.0 0.0025 5 7676 -24 1924.903652527966 1922.33864819704 100 TCGA 1 100 100 1.0 0.0025 5 7676 -25 1922.657212705428 1922.2952844054255 100 TCGA 1 100 100 1.0 0.0025 5 7676 -26 1920.1639080692687 1916.8897539455088 100 TCGA 1 100 100 1.0 0.0025 5 7676 -27 1917.6831271604497 1917.7337738497174 100 TCGA 1 100 100 1.0 0.0025 5 7676 -28 1916.0892103714448 1914.6077414661197 100 TCGA 1 100 100 1.0 0.0025 5 7676 -29 1915.0859551449441 1909.429008445548 100 TCGA 1 100 100 1.0 0.0025 5 7676 -30 1912.5519260458016 1913.6128905023163 100 TCGA 1 100 100 1.0 0.0025 5 7676 -31 1911.0171671681192 1907.211623915476 100 TCGA 1 100 100 1.0 0.0025 5 7676 -32 1909.3646579099056 1907.8343143942368 100 TCGA 1 100 100 1.0 0.0025 5 7676 -33 1907.9945199436104 1905.2063589431532 100 TCGA 1 100 100 1.0 0.0025 5 7676 -34 1907.2988902433788 1902.6250478466552 100 TCGA 1 100 100 1.0 0.0025 5 7676 -35 1905.411828595568 1903.794704111377 100 TCGA 1 100 100 1.0 0.0025 5 7676 -36 1904.6980591297204 1903.2227090040044 100 TCGA 1 100 100 1.0 0.0025 5 7676 -37 1903.0008132888584 1900.5433490695666 100 TCGA 1 100 100 1.0 0.0025 5 7676 -38 1901.9216974741487 1900.1862768432004 100 TCGA 1 100 100 1.0 0.0025 5 7676 -39 1901.1271728897136 1900.0713773947864 100 TCGA 1 100 100 1.0 0.0025 5 7676 -40 1899.883450770088 1897.1913461349718 100 TCGA 1 100 100 1.0 0.0025 5 7676 -41 1899.2753655678168 1896.153929437225 100 TCGA 1 100 100 1.0 0.0025 5 7676 -42 1898.0564816978736 1895.940992805826 100 TCGA 1 100 100 1.0 0.0025 5 7676 -43 1897.4155601401828 1894.8164185183732 100 TCGA 1 100 100 1.0 0.0025 5 7676 -44 1896.4080658623225 1894.7998390389448 100 TCGA 1 100 100 1.0 0.0025 5 7676 -45 1895.9713536307327 1893.9061579872016 100 TCGA 1 100 100 1.0 0.0025 5 7676 -46 1895.268267735744 1892.627940115617 100 TCGA 1 100 100 1.0 0.0025 5 7676 -47 1894.7070601495573 1892.163741682043 100 TCGA 1 100 100 1.0 0.0025 5 7676 -48 1894.2308114298035 1891.4080779875942 100 TCGA 1 100 100 1.0 0.0025 5 7676 -49 1893.5897518055342 1890.0614602553785 100 TCGA 1 100 100 1.0 0.0025 5 7676 -50 1893.2316429903763 1891.158157118601 100 TCGA 1 100 100 1.0 0.0025 5 7676 -51 1892.0804333538333 1889.8737087537295 100 TCGA 1 100 100 1.0 0.0025 5 7676 -52 1891.9433960001813 1889.500058888191 100 TCGA 1 100 100 1.0 0.0025 5 7676 -53 1891.2953941463586 1888.274084656682 100 TCGA 1 100 100 1.0 0.0025 5 7676 -54 1890.914322827647 1888.8021724835114 100 TCGA 1 100 100 1.0 0.0025 5 7676 -55 1890.2151547097803 1887.4524576005026 100 TCGA 1 100 100 1.0 0.0025 5 7676 -56 1889.6530994168747 1886.8931829557946 100 TCGA 1 100 100 1.0 0.0025 5 7676 -57 1889.4636431852746 1887.0949559810772 100 TCGA 1 100 100 1.0 0.0025 5 7676 -58 1889.280909350387 1887.1112379524577 100 TCGA 1 100 100 1.0 0.0025 5 7676 -59 1888.5516447213522 1886.2663850257145 100 TCGA 1 100 100 1.0 0.0025 5 7676 -60 1888.227031283246 1885.9118075730214 100 TCGA 1 100 100 1.0 0.0025 5 7676 -61 1887.8964922641294 1885.5891788041772 100 TCGA 1 100 100 1.0 0.0025 5 7676 -62 1887.6181980443462 1885.8259166928392 100 TCGA 1 100 100 1.0 0.0025 5 7676 -63 1887.299019780432 1884.487700342533 100 TCGA 1 100 100 1.0 0.0025 5 7676 -64 1886.81781265424 1884.0264604271356 100 TCGA 1 100 100 1.0 0.0025 5 7676 -65 1886.3689816842482 1884.285618154248 100 TCGA 1 100 100 1.0 0.0025 5 7676 -66 1886.0739578228336 1884.353004033841 100 TCGA 1 100 100 1.0 0.0025 5 7676 -67 1886.0461909211845 1882.7968602779522 100 TCGA 1 100 100 1.0 0.0025 5 7676 -68 1885.5593264035074 1883.376172243051 100 TCGA 1 100 100 1.0 0.0025 5 7676 -69 1885.1801518549782 1882.933221404876 100 TCGA 1 100 100 1.0 0.0025 5 7676 -70 1884.8662288685784 1882.3944165407113 100 TCGA 1 100 100 1.0 0.0025 5 7676 -71 1884.7656390614536 1882.4157782319803 100 TCGA 1 100 100 1.0 0.0025 5 7676 -72 1884.1937645274436 1881.455252949317 100 TCGA 1 100 100 1.0 0.0025 5 7676 -73 1884.0725084439573 1881.616754426429 100 TCGA 1 100 100 1.0 0.0025 5 7676 -74 1883.6675577113665 1880.7886625510364 100 TCGA 1 100 100 1.0 0.0025 5 7676 -75 1883.6235062703183 1880.557656446294 100 TCGA 1 100 100 1.0 0.0025 5 7676 -76 1883.0973704972828 1880.3611306041928 100 TCGA 1 100 100 1.0 0.0025 5 7676 -77 1882.8448934332575 1880.147576873626 100 TCGA 1 100 100 1.0 0.0025 5 7676 -78 1882.5348373193376 1879.86045645709 100 TCGA 1 100 100 1.0 0.0025 5 7676 -79 1882.300963572006 1879.4020161844378 100 TCGA 1 100 100 1.0 0.0025 5 7676 -80 1882.0898392808558 1879.8322011669677 100 TCGA 1 100 100 1.0 0.0025 5 7676 -81 1881.7585733717926 1878.9849510001177 100 TCGA 1 100 100 1.0 0.0025 5 7676 -82 1881.42561074125 1878.723167841159 100 TCGA 1 100 100 1.0 0.0025 5 7676 -83 1881.1204135544347 1878.4708503454774 100 TCGA 1 100 100 1.0 0.0025 5 7676 -84 1880.669353953056 1878.40065991579 100 TCGA 1 100 100 1.0 0.0025 5 7676 -85 1880.3622128929142 1877.7988808790044 100 TCGA 1 100 100 1.0 0.0025 5 7676 -86 1880.328278613205 1877.2648882841945 100 TCGA 1 100 100 1.0 0.0025 5 7676 -87 1880.020473026753 1877.514495082836 100 TCGA 1 100 100 1.0 0.0025 5 7676 -88 1879.886554440825 1877.2658623930197 100 TCGA 1 100 100 1.0 0.0025 5 7676 -89 1879.6143815859925 1876.656759750903 100 TCGA 1 100 100 1.0 0.0025 5 7676 -90 1879.396565160231 1876.7328377728486 100 TCGA 1 100 100 1.0 0.0025 5 7676 -91 1879.1169432231206 1876.5057894452732 100 TCGA 1 100 100 1.0 0.0025 5 7676 -92 1879.059741475271 1876.14562190837 100 TCGA 1 100 100 1.0 0.0025 5 7676 -93 1878.60384920301 1875.4350831304962 100 TCGA 1 100 100 1.0 0.0025 5 7676 -94 1878.4501484546136 1875.5704750559437 100 TCGA 1 100 100 1.0 0.0025 5 7676 -95 1878.2250837310507 1875.489917237555 100 TCGA 1 100 100 1.0 0.0025 5 7676 -96 1878.0045271476527 1874.8432267538867 100 TCGA 1 100 100 1.0 0.0025 5 7676 -97 1877.8307571487776 1875.062891974521 100 TCGA 1 100 100 1.0 0.0025 5 7676 -98 1877.813846166172 1874.7348804569724 100 TCGA 1 100 100 1.0 0.0025 5 7676 -99 1877.431106276139 1874.642982367894 100 TCGA 1 100 100 1.0 0.0025 5 7676 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 51d32e583..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4450.021080244464 3791.521597244033 100 TCGA 1 50 100 0.5 0.0025 5 367 -1 2814.5177300486503 2907.084149998037 100 TCGA 1 50 100 0.5 0.0025 5 367 -2 2287.7574252377585 2408.8300327320194 100 TCGA 1 50 100 0.5 0.0025 5 367 -3 2139.331138429451 2108.720542409312 100 TCGA 1 50 100 0.5 0.0025 5 367 -4 2086.8845473454594 2141.377184997252 100 TCGA 1 50 100 0.5 0.0025 5 367 -5 2054.6514470462007 2021.9519423288316 100 TCGA 1 50 100 0.5 0.0025 5 367 -6 2037.7609205172523 2081.2224268314226 100 TCGA 1 50 100 0.5 0.0025 5 367 -7 2015.980057384356 2019.149189551272 100 TCGA 1 50 100 0.5 0.0025 5 367 -8 2005.71662048006 1996.0184197353958 100 TCGA 1 50 100 0.5 0.0025 5 367 -9 1998.439851532851 1998.0714375098146 100 TCGA 1 50 100 0.5 0.0025 5 367 -10 1988.8423941733915 1990.2985079204616 100 TCGA 1 50 100 0.5 0.0025 5 367 -11 1980.1620964717088 1979.115398157781 100 TCGA 1 50 100 0.5 0.0025 5 367 -12 1974.8103528759923 1974.260255746506 100 TCGA 1 50 100 0.5 0.0025 5 367 -13 1967.5594266594912 1958.5053753876805 100 TCGA 1 50 100 0.5 0.0025 5 367 -14 1961.6557645664668 1953.8909249617227 100 TCGA 1 50 100 0.5 0.0025 5 367 -15 1957.5343124129063 1952.7738227269158 100 TCGA 1 50 100 0.5 0.0025 5 367 -16 1951.6853246577073 1957.0623319232884 100 TCGA 1 50 100 0.5 0.0025 5 367 -17 1947.4322735811666 1944.2657519776617 100 TCGA 1 50 100 0.5 0.0025 5 367 -18 1943.8738983014637 1937.6876288179178 100 TCGA 1 50 100 0.5 0.0025 5 367 -19 1937.7226493282767 1945.1176254809202 100 TCGA 1 50 100 0.5 0.0025 5 367 -20 1935.1934164928423 1929.9611902284862 100 TCGA 1 50 100 0.5 0.0025 5 367 -21 1931.9640461167714 1929.2395724962705 100 TCGA 1 50 100 0.5 0.0025 5 367 -22 1929.7123920701686 1925.8399584592887 100 TCGA 1 50 100 0.5 0.0025 5 367 -23 1925.4675539725458 1922.5023972401068 100 TCGA 1 50 100 0.5 0.0025 5 367 -24 1924.5849196387928 1921.471795623626 100 TCGA 1 50 100 0.5 0.0025 5 367 -25 1922.1726969955143 1920.3155627993483 100 TCGA 1 50 100 0.5 0.0025 5 367 -26 1920.8967270440776 1916.7382137739478 100 TCGA 1 50 100 0.5 0.0025 5 367 -27 1917.5417895227129 1918.8942644128847 100 TCGA 1 50 100 0.5 0.0025 5 367 -28 1916.6710422267631 1913.359248635757 100 TCGA 1 50 100 0.5 0.0025 5 367 -29 1914.821650913297 1911.2442399988222 100 TCGA 1 50 100 0.5 0.0025 5 367 -30 1912.1359378215604 1907.4293611612752 100 TCGA 1 50 100 0.5 0.0025 5 367 -31 1911.1518653335681 1911.0388300143295 100 TCGA 1 50 100 0.5 0.0025 5 367 -32 1909.4952022238679 1910.5855308034313 100 TCGA 1 50 100 0.5 0.0025 5 367 -33 1908.3368253881397 1904.301878655975 100 TCGA 1 50 100 0.5 0.0025 5 367 -34 1906.8104096804498 1908.035735317211 100 TCGA 1 50 100 0.5 0.0025 5 367 -35 1905.9378814441789 1907.522006394276 100 TCGA 1 50 100 0.5 0.0025 5 367 -36 1904.6524595253595 1903.3362356214668 100 TCGA 1 50 100 0.5 0.0025 5 367 -37 1903.6447840564044 1902.3228048199985 100 TCGA 1 50 100 0.5 0.0025 5 367 -38 1902.279754458135 1900.6928520777717 100 TCGA 1 50 100 0.5 0.0025 5 367 -39 1901.2605227089205 1899.1486215255968 100 TCGA 1 50 100 0.5 0.0025 5 367 -40 1900.4670423917944 1897.1770369179883 100 TCGA 1 50 100 0.5 0.0025 5 367 -41 1900.065460971509 1897.910589323571 100 TCGA 1 50 100 0.5 0.0025 5 367 -42 1898.4504992143027 1896.5240073659313 100 TCGA 1 50 100 0.5 0.0025 5 367 -43 1897.610975171615 1896.5798511600974 100 TCGA 1 50 100 0.5 0.0025 5 367 -44 1896.9469019211433 1894.782456594496 100 TCGA 1 50 100 0.5 0.0025 5 367 -45 1896.4773516037033 1892.954319326123 100 TCGA 1 50 100 0.5 0.0025 5 367 -46 1895.6338881875724 1895.6840280504082 100 TCGA 1 50 100 0.5 0.0025 5 367 -47 1894.9073641930645 1892.3539511522456 100 TCGA 1 50 100 0.5 0.0025 5 367 -48 1894.2850695240775 1891.1582773486573 100 TCGA 1 50 100 0.5 0.0025 5 367 -49 1893.2853948586965 1892.200138264565 100 TCGA 1 50 100 0.5 0.0025 5 367 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index 85cf99448..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4421.821542713682 4426.107635344692 100 TCGA 1 50 100 0.0 0.0025 5 2622 -1 2819.039420385794 2972.0243527206344 100 TCGA 1 50 100 0.0 0.0025 5 2622 -2 2273.0488295420455 2382.1882962174154 100 TCGA 1 50 100 0.0 0.0025 5 2622 -3 2135.0578163369237 2169.5293214117464 100 TCGA 1 50 100 0.0 0.0025 5 2622 -4 2084.4976799146634 2133.394176694017 100 TCGA 1 50 100 0.0 0.0025 5 2622 -5 2054.997398140574 2052.589827801115 100 TCGA 1 50 100 0.0 0.0025 5 2622 -6 2030.322125991496 2098.743584867698 100 TCGA 1 50 100 0.0 0.0025 5 2622 -7 2022.4560571537045 2012.9565509431925 100 TCGA 1 50 100 0.0 0.0025 5 2622 -8 2010.3874171355271 2010.7741141007773 100 TCGA 1 50 100 0.0 0.0025 5 2622 -9 2000.5438225472901 2005.3517661549938 100 TCGA 1 50 100 0.0 0.0025 5 2622 -10 1993.085233037527 2005.2350331982177 100 TCGA 1 50 100 0.0 0.0025 5 2622 -11 1981.3923361371944 1980.7558728702104 100 TCGA 1 50 100 0.0 0.0025 5 2622 -12 1976.428868243199 1978.1726350257145 100 TCGA 1 50 100 0.0 0.0025 5 2622 -13 1968.3895366680197 1963.9082853230998 100 TCGA 1 50 100 0.0 0.0025 5 2622 -14 1963.7646205598508 1959.6488239537532 100 TCGA 1 50 100 0.0 0.0025 5 2622 -15 1955.432863440068 1960.9160469093515 100 TCGA 1 50 100 0.0 0.0025 5 2622 -16 1950.6356458147663 1953.6847758077497 100 TCGA 1 50 100 0.0 0.0025 5 2622 -17 1948.3106381381938 1944.0745542900047 100 TCGA 1 50 100 0.0 0.0025 5 2622 -18 1942.9616494564648 1940.1219893412374 100 TCGA 1 50 100 0.0 0.0025 5 2622 -19 1940.724488898864 1937.5615909135522 100 TCGA 1 50 100 0.0 0.0025 5 2622 -20 1936.0039518952224 1934.457025729232 100 TCGA 1 50 100 0.0 0.0025 5 2622 -21 1932.6339496655555 1929.360152201437 100 TCGA 1 50 100 0.0 0.0025 5 2622 -22 1930.2866972190805 1931.5084529090766 100 TCGA 1 50 100 0.0 0.0025 5 2622 -23 1926.8228155477384 1926.003881099835 100 TCGA 1 50 100 0.0 0.0025 5 2622 -24 1924.0492685537065 1923.4115112918107 100 TCGA 1 50 100 0.0 0.0025 5 2622 -25 1922.011208395538 1922.0731900469143 100 TCGA 1 50 100 0.0 0.0025 5 2622 -26 1920.4606666943898 1920.429901583111 100 TCGA 1 50 100 0.0 0.0025 5 2622 -27 1918.1733320499986 1917.0357439050722 100 TCGA 1 50 100 0.0 0.0025 5 2622 -28 1915.6651164277455 1915.5186270709014 100 TCGA 1 50 100 0.0 0.0025 5 2622 -29 1913.75534892516 1913.931419794284 100 TCGA 1 50 100 0.0 0.0025 5 2622 -30 1911.5201404979018 1912.5923710348618 100 TCGA 1 50 100 0.0 0.0025 5 2622 -31 1911.097645894666 1910.3809458670305 100 TCGA 1 50 100 0.0 0.0025 5 2622 -32 1908.9468788532743 1908.5234736917007 100 TCGA 1 50 100 0.0 0.0025 5 2622 -33 1907.9431425670066 1908.7585620975974 100 TCGA 1 50 100 0.0 0.0025 5 2622 -34 1905.944112780052 1907.94854337606 100 TCGA 1 50 100 0.0 0.0025 5 2622 -35 1905.265602926788 1906.0550359217964 100 TCGA 1 50 100 0.0 0.0025 5 2622 -36 1904.0887398713933 1904.3902213705244 100 TCGA 1 50 100 0.0 0.0025 5 2622 -37 1903.148106742456 1903.478072123312 100 TCGA 1 50 100 0.0 0.0025 5 2622 -38 1901.460907401404 1901.6249938658134 100 TCGA 1 50 100 0.0 0.0025 5 2622 -39 1900.7671040959597 1900.9929622477623 100 TCGA 1 50 100 0.0 0.0025 5 2622 -40 1899.6051166277668 1900.777138868169 100 TCGA 1 50 100 0.0 0.0025 5 2622 -41 1899.0395764788288 1900.5585140055748 100 TCGA 1 50 100 0.0 0.0025 5 2622 -42 1898.3548613960343 1897.9901313206658 100 TCGA 1 50 100 0.0 0.0025 5 2622 -43 1897.0701757550892 1899.5838672120367 100 TCGA 1 50 100 0.0 0.0025 5 2622 -44 1896.5871471528935 1897.3244751589982 100 TCGA 1 50 100 0.0 0.0025 5 2622 -45 1895.642173953588 1895.954062303706 100 TCGA 1 50 100 0.0 0.0025 5 2622 -46 1895.2422209913302 1895.8156946843592 100 TCGA 1 50 100 0.0 0.0025 5 2622 -47 1894.6881307488454 1896.1018876118876 100 TCGA 1 50 100 0.0 0.0025 5 2622 -48 1894.2317084606132 1894.612798489518 100 TCGA 1 50 100 0.0 0.0025 5 2622 -49 1893.3377562509156 1895.0426178745288 100 TCGA 1 50 100 0.0 0.0025 5 2622 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index ea8bbebfb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4440.034700179289 4236.556441877356 100 TCGA 1 50 100 1.0 0.0025 5 3181 -1 2871.409272476743 2945.954230380418 100 TCGA 1 50 100 1.0 0.0025 5 3181 -2 2283.9591806085796 2386.864400125628 100 TCGA 1 50 100 1.0 0.0025 5 3181 -3 2137.6475450882144 2120.725971164416 100 TCGA 1 50 100 1.0 0.0025 5 3181 -4 2081.9018277273553 2138.427463243954 100 TCGA 1 50 100 1.0 0.0025 5 3181 -5 2050.920042719023 2073.894128847362 100 TCGA 1 50 100 1.0 0.0025 5 3181 -6 2032.690739952383 2038.2342124440563 100 TCGA 1 50 100 1.0 0.0025 5 3181 -7 2015.5659377528882 2009.321253484218 100 TCGA 1 50 100 1.0 0.0025 5 3181 -8 2007.2317433417381 2041.9913348480684 100 TCGA 1 50 100 1.0 0.0025 5 3181 -9 1994.8382770560897 1995.6994996957444 100 TCGA 1 50 100 1.0 0.0025 5 3181 -10 1986.3894605154385 1973.547751575259 100 TCGA 1 50 100 1.0 0.0025 5 3181 -11 1980.1523097136521 1988.1592735405543 100 TCGA 1 50 100 1.0 0.0025 5 3181 -12 1975.096672493268 1978.246227475267 100 TCGA 1 50 100 1.0 0.0025 5 3181 -13 1967.793880673415 1963.0641120642274 100 TCGA 1 50 100 1.0 0.0025 5 3181 -14 1961.3087975729495 1956.629030773987 100 TCGA 1 50 100 1.0 0.0025 5 3181 -15 1956.754895089021 1950.0661437068154 100 TCGA 1 50 100 1.0 0.0025 5 3181 -16 1951.8222394369052 1947.723602754986 100 TCGA 1 50 100 1.0 0.0025 5 3181 -17 1947.954218155386 1940.809007194174 100 TCGA 1 50 100 1.0 0.0025 5 3181 -18 1944.166931949432 1939.271510752002 100 TCGA 1 50 100 1.0 0.0025 5 3181 -19 1940.6340335846373 1934.525340938089 100 TCGA 1 50 100 1.0 0.0025 5 3181 -20 1935.751338631304 1931.722410269119 100 TCGA 1 50 100 1.0 0.0025 5 3181 -21 1934.8957940421076 1931.6775018893295 100 TCGA 1 50 100 1.0 0.0025 5 3181 -22 1931.4224350736908 1929.0410659253298 100 TCGA 1 50 100 1.0 0.0025 5 3181 -23 1929.6575770496804 1926.1286706972362 100 TCGA 1 50 100 1.0 0.0025 5 3181 -24 1927.583094620175 1920.927933736063 100 TCGA 1 50 100 1.0 0.0025 5 3181 -25 1924.0343501826244 1922.3802263269472 100 TCGA 1 50 100 1.0 0.0025 5 3181 -26 1921.4197559580232 1920.1364114272535 100 TCGA 1 50 100 1.0 0.0025 5 3181 -27 1919.8628047138789 1916.661300275793 100 TCGA 1 50 100 1.0 0.0025 5 3181 -28 1918.4039132371254 1913.2383763298917 100 TCGA 1 50 100 1.0 0.0025 5 3181 -29 1916.604877296922 1915.3929216394472 100 TCGA 1 50 100 1.0 0.0025 5 3181 -30 1914.435806330619 1912.5965809270965 100 TCGA 1 50 100 1.0 0.0025 5 3181 -31 1912.46721835072 1908.75413444174 100 TCGA 1 50 100 1.0 0.0025 5 3181 -32 1911.033809961199 1909.3822364998823 100 TCGA 1 50 100 1.0 0.0025 5 3181 -33 1909.983969588673 1907.59945418008 100 TCGA 1 50 100 1.0 0.0025 5 3181 -34 1908.580559866039 1903.8174367933418 100 TCGA 1 50 100 1.0 0.0025 5 3181 -35 1907.2102188261936 1902.9011304078988 100 TCGA 1 50 100 1.0 0.0025 5 3181 -36 1906.5520867306095 1902.514971095713 100 TCGA 1 50 100 1.0 0.0025 5 3181 -37 1905.2919523739658 1901.1392859070745 100 TCGA 1 50 100 1.0 0.0025 5 3181 -38 1904.2188794280498 1898.5553972253847 100 TCGA 1 50 100 1.0 0.0025 5 3181 -39 1903.6996449673732 1898.4449873881124 100 TCGA 1 50 100 1.0 0.0025 5 3181 -40 1902.3454786050079 1896.8697614046796 100 TCGA 1 50 100 1.0 0.0025 5 3181 -41 1900.981846636195 1897.4528759520258 100 TCGA 1 50 100 1.0 0.0025 5 3181 -42 1900.7488326404707 1896.623599565209 100 TCGA 1 50 100 1.0 0.0025 5 3181 -43 1899.735671106307 1896.8586217218908 100 TCGA 1 50 100 1.0 0.0025 5 3181 -44 1898.6787309805216 1896.2002854850423 100 TCGA 1 50 100 1.0 0.0025 5 3181 -45 1897.921881758218 1894.547293964942 100 TCGA 1 50 100 1.0 0.0025 5 3181 -46 1897.291414250858 1893.3951544833542 100 TCGA 1 50 100 1.0 0.0025 5 3181 -47 1896.3932751343577 1891.7866621928 100 TCGA 1 50 100 1.0 0.0025 5 3181 -48 1895.635173679662 1891.698301075691 100 TCGA 1 50 100 1.0 0.0025 5 3181 -49 1895.0935167052248 1891.2431554746388 100 TCGA 1 50 100 1.0 0.0025 5 3181 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index d3063c941..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4784.598231843066 4402.428080343122 150 TCGA 1 100 100 0.5 0.0025 5 3779 -1 3451.8357646749255 3822.864441838097 150 TCGA 1 100 100 0.5 0.0025 5 3779 -2 2656.4950425473426 3002.5916067152166 150 TCGA 1 100 100 0.5 0.0025 5 3779 -3 2303.2195010342252 2397.952403619661 150 TCGA 1 100 100 0.5 0.0025 5 3779 -4 2183.388107454794 2192.4210616068626 150 TCGA 1 100 100 0.5 0.0025 5 3779 -5 2129.2224383247208 2112.935995897456 150 TCGA 1 100 100 0.5 0.0025 5 3779 -6 2093.292167274398 2079.87862775793 150 TCGA 1 100 100 0.5 0.0025 5 3779 -7 2066.5719676093872 2115.8214289219536 150 TCGA 1 100 100 0.5 0.0025 5 3779 -8 2050.772676628207 2060.031467150204 150 TCGA 1 100 100 0.5 0.0025 5 3779 -9 2035.8161764433373 2054.5590133283604 150 TCGA 1 100 100 0.5 0.0025 5 3779 -10 2024.5346213561215 2057.149220222205 150 TCGA 1 100 100 0.5 0.0025 5 3779 -11 2017.7995771154094 2026.731944021867 150 TCGA 1 100 100 0.5 0.0025 5 3779 -12 2009.7337908774086 2021.9663650282664 150 TCGA 1 100 100 0.5 0.0025 5 3779 -13 2001.752042071869 2017.236641581933 150 TCGA 1 100 100 0.5 0.0025 5 3779 -14 1994.227340771479 2009.677643589039 150 TCGA 1 100 100 0.5 0.0025 5 3779 -15 1989.6948869230225 2000.1103043292635 150 TCGA 1 100 100 0.5 0.0025 5 3779 -16 1983.1458601663655 1977.1549102936558 150 TCGA 1 100 100 0.5 0.0025 5 3779 -17 1978.3520616816015 1981.497532216748 150 TCGA 1 100 100 0.5 0.0025 5 3779 -18 1973.5166600428863 1968.4675783703674 150 TCGA 1 100 100 0.5 0.0025 5 3779 -19 1967.428621840751 1975.0594592837233 150 TCGA 1 100 100 0.5 0.0025 5 3779 -20 1965.3680095636414 1965.0981169274105 150 TCGA 1 100 100 0.5 0.0025 5 3779 -21 1961.641459326537 1958.4706055914337 150 TCGA 1 100 100 0.5 0.0025 5 3779 -22 1957.1486267164785 1954.650739660215 150 TCGA 1 100 100 0.5 0.0025 5 3779 -23 1954.3154120016795 1964.1121948855607 150 TCGA 1 100 100 0.5 0.0025 5 3779 -24 1950.593890192147 1953.469423533684 150 TCGA 1 100 100 0.5 0.0025 5 3779 -25 1949.3578263189208 1951.8368760305434 150 TCGA 1 100 100 0.5 0.0025 5 3779 -26 1943.4597627827334 1946.3486978348776 150 TCGA 1 100 100 0.5 0.0025 5 3779 -27 1940.7702773245653 1945.2061485405543 150 TCGA 1 100 100 0.5 0.0025 5 3779 -28 1940.1530529405006 1938.1933765507224 150 TCGA 1 100 100 0.5 0.0025 5 3779 -29 1936.2328074885634 1933.402719775636 150 TCGA 1 100 100 0.5 0.0025 5 3779 -30 1934.131479441501 1938.6127868345634 150 TCGA 1 100 100 0.5 0.0025 5 3779 -31 1931.6269101367384 1937.760936641214 150 TCGA 1 100 100 0.5 0.0025 5 3779 -32 1930.230150609613 1932.4366902873744 150 TCGA 1 100 100 0.5 0.0025 5 3779 -33 1928.5813905545838 1935.0545507076397 150 TCGA 1 100 100 0.5 0.0025 5 3779 -34 1926.7084350926573 1924.6583485052215 150 TCGA 1 100 100 0.5 0.0025 5 3779 -35 1924.5640322624247 1928.485144840413 150 TCGA 1 100 100 0.5 0.0025 5 3779 -36 1922.977001457159 1923.1356900469143 150 TCGA 1 100 100 0.5 0.0025 5 3779 -37 1921.1934446566258 1922.173282795815 150 TCGA 1 100 100 0.5 0.0025 5 3779 -38 1920.2733655713048 1923.4328895453832 150 TCGA 1 100 100 0.5 0.0025 5 3779 -39 1918.4100356921113 1919.2985122143923 150 TCGA 1 100 100 0.5 0.0025 5 3779 -40 1917.5442290622777 1919.4162658998116 150 TCGA 1 100 100 0.5 0.0025 5 3779 -41 1916.520528891055 1917.6977563599246 150 TCGA 1 100 100 0.5 0.0025 5 3779 -42 1915.1492545767305 1922.3110382233433 150 TCGA 1 100 100 0.5 0.0025 5 3779 -43 1913.7106957029505 1916.3746939040907 150 TCGA 1 100 100 0.5 0.0025 5 3779 -44 1912.65350229387 1913.0150115813442 150 TCGA 1 100 100 0.5 0.0025 5 3779 -45 1911.1712100240504 1914.3506583209014 150 TCGA 1 100 100 0.5 0.0025 5 3779 -46 1910.8106559330179 1911.1505390723146 150 TCGA 1 100 100 0.5 0.0025 5 3779 -47 1909.2321882259635 1911.2098351866755 150 TCGA 1 100 100 0.5 0.0025 5 3779 -48 1907.7768351123434 1911.033563201751 150 TCGA 1 100 100 0.5 0.0025 5 3779 -49 1907.2941070600923 1908.1207526892274 150 TCGA 1 100 100 0.5 0.0025 5 3779 -50 1906.5662106431905 1907.656260428117 150 TCGA 1 100 100 0.5 0.0025 5 3779 -51 1906.2129718053686 1908.3606877159234 150 TCGA 1 100 100 0.5 0.0025 5 3779 -52 1905.3788104086586 1910.26780631674 150 TCGA 1 100 100 0.5 0.0025 5 3779 -53 1904.7865751351426 1905.0154287060302 150 TCGA 1 100 100 0.5 0.0025 5 3779 -54 1903.7771003451487 1905.056670682514 150 TCGA 1 100 100 0.5 0.0025 5 3779 -55 1902.0592081619434 1902.9328423121467 150 TCGA 1 100 100 0.5 0.0025 5 3779 -56 1902.2814712226357 1903.412056007577 150 TCGA 1 100 100 0.5 0.0025 5 3779 -57 1901.6477750583822 1904.5287214883008 150 TCGA 1 100 100 0.5 0.0025 5 3779 -58 1901.2791799006018 1902.2164607215766 150 TCGA 1 100 100 0.5 0.0025 5 3779 -59 1900.4310983733842 1901.9939860434988 150 TCGA 1 100 100 0.5 0.0025 5 3779 -60 1899.6880683715833 1901.9108800840138 150 TCGA 1 100 100 0.5 0.0025 5 3779 -61 1898.9334123272731 1901.2423163179178 150 TCGA 1 100 100 0.5 0.0025 5 3779 -62 1898.3277882881391 1900.1193087017116 150 TCGA 1 100 100 0.5 0.0025 5 3779 -63 1897.898264879307 1899.637447491363 150 TCGA 1 100 100 0.5 0.0025 5 3779 -64 1897.4455744899508 1898.4478722960505 150 TCGA 1 100 100 0.5 0.0025 5 3779 -65 1896.7946376347065 1897.6860038718985 150 TCGA 1 100 100 0.5 0.0025 5 3779 -66 1896.7459555335417 1898.1130874097048 150 TCGA 1 100 100 0.5 0.0025 5 3779 -67 1895.9492138584671 1897.723166000903 150 TCGA 1 100 100 0.5 0.0025 5 3779 -68 1895.157754003263 1897.9988387984847 150 TCGA 1 100 100 0.5 0.0025 5 3779 -69 1895.0776435314697 1896.721485233786 150 TCGA 1 100 100 0.5 0.0025 5 3779 -70 1894.3384128063435 1897.247499705559 150 TCGA 1 100 100 0.5 0.0025 5 3779 -71 1893.624947950821 1895.4186839961526 150 TCGA 1 100 100 0.5 0.0025 5 3779 -72 1893.4372405035047 1894.7334646867148 150 TCGA 1 100 100 0.5 0.0025 5 3779 -73 1892.9086635149754 1894.6005239822157 150 TCGA 1 100 100 0.5 0.0025 5 3779 -74 1892.6369085659976 1894.3564563540358 150 TCGA 1 100 100 0.5 0.0025 5 3779 -75 1892.417662790756 1892.9953306571922 150 TCGA 1 100 100 0.5 0.0025 5 3779 -76 1891.9359498746242 1892.813519501806 150 TCGA 1 100 100 0.5 0.0025 5 3779 -77 1891.3430618608033 1892.8397916094143 150 TCGA 1 100 100 0.5 0.0025 5 3779 -78 1891.1909037574167 1892.5876532319803 150 TCGA 1 100 100 0.5 0.0025 5 3779 -79 1890.68354274998 1892.5549046502042 150 TCGA 1 100 100 0.5 0.0025 5 3779 -80 1890.622987195575 1892.0105360788316 150 TCGA 1 100 100 0.5 0.0025 5 3779 -81 1890.099210721891 1891.766216949003 150 TCGA 1 100 100 0.5 0.0025 5 3779 -82 1889.4794403018263 1891.7504729457837 150 TCGA 1 100 100 0.5 0.0025 5 3779 -83 1889.4342393096981 1890.8999501904052 150 TCGA 1 100 100 0.5 0.0025 5 3779 -84 1889.0260834377223 1890.151798420815 150 TCGA 1 100 100 0.5 0.0025 5 3779 -85 1888.8290036092153 1890.7931607500393 150 TCGA 1 100 100 0.5 0.0025 5 3779 -86 1888.177976158424 1889.9188661814935 150 TCGA 1 100 100 0.5 0.0025 5 3779 -87 1887.9057151878742 1890.1710566995132 150 TCGA 1 100 100 0.5 0.0025 5 3779 -88 1887.6549420804367 1888.96450146239 150 TCGA 1 100 100 0.5 0.0025 5 3779 -89 1887.7079228851355 1889.0890340373744 150 TCGA 1 100 100 0.5 0.0025 5 3779 -90 1887.2164185101706 1889.062977853133 150 TCGA 1 100 100 0.5 0.0025 5 3779 -91 1886.98138609634 1888.6720670000393 150 TCGA 1 100 100 0.5 0.0025 5 3779 -92 1886.5695987041008 1888.3314135374137 150 TCGA 1 100 100 0.5 0.0025 5 3779 -93 1886.305731426673 1888.0240325160962 150 TCGA 1 100 100 0.5 0.0025 5 3779 -94 1886.1044359008094 1888.627083169755 150 TCGA 1 100 100 0.5 0.0025 5 3779 -95 1885.9224185732835 1887.8865752100346 150 TCGA 1 100 100 0.5 0.0025 5 3779 -96 1885.5964765730732 1887.5404641616285 150 TCGA 1 100 100 0.5 0.0025 5 3779 -97 1885.2432118332908 1886.744821519708 150 TCGA 1 100 100 0.5 0.0025 5 3779 -98 1885.0604822631658 1886.921140737869 150 TCGA 1 100 100 0.5 0.0025 5 3779 -99 1884.995430122969 1886.3199211388976 150 TCGA 1 100 100 0.5 0.0025 5 3779 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index de6ae7be2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4786.942537406737 4732.03489616049 150 TCGA 1 100 100 0.0 0.0025 5 3167 -1 3431.5632399976193 3535.216560095399 150 TCGA 1 100 100 0.0 0.0025 5 3167 -2 2672.3503885048817 2774.386699120603 150 TCGA 1 100 100 0.0 0.0025 5 3167 -3 2338.096046377072 2279.995773545462 150 TCGA 1 100 100 0.0 0.0025 5 3167 -4 2205.7189561529 2335.76194694174 150 TCGA 1 100 100 0.0 0.0025 5 3167 -5 2135.4021720694623 2125.7316354722834 150 TCGA 1 100 100 0.0 0.0025 5 3167 -6 2101.803280973131 2110.4222553195664 150 TCGA 1 100 100 0.0 0.0025 5 3167 -7 2068.743552360275 2053.919854398948 150 TCGA 1 100 100 0.0 0.0025 5 3167 -8 2053.3357988475277 2097.118087998587 150 TCGA 1 100 100 0.0 0.0025 5 3167 -9 2044.2309235535452 2043.32289989989 150 TCGA 1 100 100 0.0 0.0025 5 3167 -10 2022.0410130770429 2019.3604582973462 150 TCGA 1 100 100 0.0 0.0025 5 3167 -11 2021.7469455170997 2025.959433397456 150 TCGA 1 100 100 0.0 0.0025 5 3167 -12 2007.328036897908 2032.8808115283448 150 TCGA 1 100 100 0.0 0.0025 5 3167 -13 2003.7854493332036 1995.2360717160018 150 TCGA 1 100 100 0.0 0.0025 5 3167 -14 1994.4525430983551 2005.5386662315484 150 TCGA 1 100 100 0.0 0.0025 5 3167 -15 1987.787411982386 1994.0853142666458 150 TCGA 1 100 100 0.0 0.0025 5 3167 -16 1978.7155395466937 2002.5970140006673 150 TCGA 1 100 100 0.0 0.0025 5 3167 -17 1976.8486568205244 1972.0880034940326 150 TCGA 1 100 100 0.0 0.0025 5 3167 -18 1974.694550442794 1977.7315275105998 150 TCGA 1 100 100 0.0 0.0025 5 3167 -19 1969.2267623851974 1975.1545692328832 150 TCGA 1 100 100 0.0 0.0025 5 3167 -20 1963.7752113550926 1964.1320414327497 150 TCGA 1 100 100 0.0 0.0025 5 3167 -21 1961.6300361940725 1965.3466287737515 150 TCGA 1 100 100 0.0 0.0025 5 3167 -22 1959.0003943610955 1957.7974853515625 150 TCGA 1 100 100 0.0 0.0025 5 3167 -23 1954.5452919964387 1949.9482808328753 150 TCGA 1 100 100 0.0 0.0025 5 3167 -24 1951.587956817385 1949.5905485680355 150 TCGA 1 100 100 0.0 0.0025 5 3167 -25 1948.6229570152266 1958.7229905631673 150 TCGA 1 100 100 0.0 0.0025 5 3167 -26 1946.791096723616 1950.5844094741285 150 TCGA 1 100 100 0.0 0.0025 5 3167 -27 1942.003121465561 1942.9344279993718 150 TCGA 1 100 100 0.0 0.0025 5 3167 -28 1939.9232322027779 1941.181077506674 150 TCGA 1 100 100 0.0 0.0025 5 3167 -29 1938.353219653203 1937.1969613693468 150 TCGA 1 100 100 0.0 0.0025 5 3167 -30 1935.1989051741352 1938.037327138623 150 TCGA 1 100 100 0.0 0.0025 5 3167 -31 1934.048143228658 1939.6112759844143 150 TCGA 1 100 100 0.0 0.0025 5 3167 -32 1930.9520637553935 1933.002687387131 150 TCGA 1 100 100 0.0 0.0025 5 3167 -33 1928.628519805285 1931.4349027854114 150 TCGA 1 100 100 0.0 0.0025 5 3167 -34 1927.9948719704653 1932.48328434163 150 TCGA 1 100 100 0.0 0.0025 5 3167 -35 1925.7834965352142 1925.3803244739322 150 TCGA 1 100 100 0.0 0.0025 5 3167 -36 1924.1367071820018 1929.4184153187814 150 TCGA 1 100 100 0.0 0.0025 5 3167 -37 1923.1303114552013 1923.273471238026 150 TCGA 1 100 100 0.0 0.0025 5 3167 -38 1920.3153298811555 1924.641660450691 150 TCGA 1 100 100 0.0 0.0025 5 3167 -39 1919.7972418377078 1918.920392367109 150 TCGA 1 100 100 0.0 0.0025 5 3167 -40 1918.6763369090484 1920.1239479870053 150 TCGA 1 100 100 0.0 0.0025 5 3167 -41 1917.3367207447643 1918.9555958503454 150 TCGA 1 100 100 0.0 0.0025 5 3167 -42 1915.9374789895724 1918.4343335328988 150 TCGA 1 100 100 0.0 0.0025 5 3167 -43 1915.3132597817576 1913.840271302803 150 TCGA 1 100 100 0.0 0.0025 5 3167 -44 1914.4382730529355 1912.179347052646 150 TCGA 1 100 100 0.0 0.0025 5 3167 -45 1912.563574311403 1913.997540804609 150 TCGA 1 100 100 0.0 0.0025 5 3167 -46 1911.6818817407775 1911.8247389290202 150 TCGA 1 100 100 0.0 0.0025 5 3167 -47 1910.7757441506533 1912.8134722685695 150 TCGA 1 100 100 0.0 0.0025 5 3167 -48 1909.5478258104195 1911.741831103761 150 TCGA 1 100 100 0.0 0.0025 5 3167 -49 1909.1811736811883 1908.581434393648 150 TCGA 1 100 100 0.0 0.0025 5 3167 -50 1908.363017052728 1908.8685468357412 150 TCGA 1 100 100 0.0 0.0025 5 3167 -51 1907.4143307576528 1907.6735723294205 150 TCGA 1 100 100 0.0 0.0025 5 3167 -52 1905.7764814776865 1906.603804545187 150 TCGA 1 100 100 0.0 0.0025 5 3167 -53 1905.126782548123 1907.0328829204616 150 TCGA 1 100 100 0.0 0.0025 5 3167 -54 1904.4249592681113 1904.7318814531643 150 TCGA 1 100 100 0.0 0.0025 5 3167 -55 1903.478796377181 1905.7038586487124 150 TCGA 1 100 100 0.0 0.0025 5 3167 -56 1902.7526406646773 1902.6447275439698 150 TCGA 1 100 100 0.0 0.0025 5 3167 -57 1902.4384831708383 1901.5789156966473 150 TCGA 1 100 100 0.0 0.0025 5 3167 -58 1901.766351317678 1902.2886674583856 150 TCGA 1 100 100 0.0 0.0025 5 3167 -59 1900.5748143452115 1900.37630964883 150 TCGA 1 100 100 0.0 0.0025 5 3167 -60 1900.578219179038 1900.4074854251728 150 TCGA 1 100 100 0.0 0.0025 5 3167 -61 1900.085790740391 1898.560924740892 150 TCGA 1 100 100 0.0 0.0025 5 3167 -62 1899.661674696229 1898.405383852858 150 TCGA 1 100 100 0.0 0.0025 5 3167 -63 1898.8258440741765 1898.9074185625393 150 TCGA 1 100 100 0.0 0.0025 5 3167 -64 1898.299869449214 1899.0375449022456 150 TCGA 1 100 100 0.0 0.0025 5 3167 -65 1897.9089642011743 1899.19920954872 150 TCGA 1 100 100 0.0 0.0025 5 3167 -66 1897.3425813324284 1898.4537267637013 150 TCGA 1 100 100 0.0 0.0025 5 3167 -67 1896.62802099157 1896.6940623527796 150 TCGA 1 100 100 0.0 0.0025 5 3167 -68 1896.0023806776662 1896.136909523202 150 TCGA 1 100 100 0.0 0.0025 5 3167 -69 1895.5489670908576 1896.4355910411432 150 TCGA 1 100 100 0.0 0.0025 5 3167 -70 1894.997164559665 1894.810860331933 150 TCGA 1 100 100 0.0 0.0025 5 3167 -71 1894.6208957859894 1895.2158644786432 150 TCGA 1 100 100 0.0 0.0025 5 3167 -72 1894.5872733244635 1894.1623210044363 150 TCGA 1 100 100 0.0 0.0025 5 3167 -73 1893.9160678240587 1894.227505324474 150 TCGA 1 100 100 0.0 0.0025 5 3167 -74 1893.449070586971 1892.4640137945587 150 TCGA 1 100 100 0.0 0.0025 5 3167 -75 1893.2839039767316 1893.1694421816112 150 TCGA 1 100 100 0.0 0.0025 5 3167 -76 1892.9731176073815 1892.7198320705088 150 TCGA 1 100 100 0.0 0.0025 5 3167 -77 1892.0325522786313 1892.088660465413 150 TCGA 1 100 100 0.0 0.0025 5 3167 -78 1892.1805085689844 1890.807008062775 150 TCGA 1 100 100 0.0 0.0025 5 3167 -79 1891.5396228734503 1890.7535995406722 150 TCGA 1 100 100 0.0 0.0025 5 3167 -80 1891.568344278013 1891.1216863124214 150 TCGA 1 100 100 0.0 0.0025 5 3167 -81 1890.6886536250863 1890.4105457708465 150 TCGA 1 100 100 0.0 0.0025 5 3167 -82 1890.7468329709693 1890.48203848834 150 TCGA 1 100 100 0.0 0.0025 5 3167 -83 1890.3642599789448 1890.7567120269316 150 TCGA 1 100 100 0.0 0.0025 5 3167 -84 1890.0511847946418 1890.3714973794756 150 TCGA 1 100 100 0.0 0.0025 5 3167 -85 1889.6219653557396 1890.0966158919598 150 TCGA 1 100 100 0.0 0.0025 5 3167 -86 1889.2756608719671 1890.4173369287846 150 TCGA 1 100 100 0.0 0.0025 5 3167 -87 1889.0328849437367 1889.555384343593 150 TCGA 1 100 100 0.0 0.0025 5 3167 -88 1888.770417039822 1888.9383955912374 150 TCGA 1 100 100 0.0 0.0025 5 3167 -89 1888.294272663684 1888.3491812087782 150 TCGA 1 100 100 0.0 0.0025 5 3167 -90 1888.1605080315971 1888.6745519590138 150 TCGA 1 100 100 0.0 0.0025 5 3167 -91 1887.9229928583077 1887.970130805394 150 TCGA 1 100 100 0.0 0.0025 5 3167 -92 1887.5462868715292 1887.607104737555 150 TCGA 1 100 100 0.0 0.0025 5 3167 -93 1887.7312812622083 1887.6472965413002 150 TCGA 1 100 100 0.0 0.0025 5 3167 -94 1886.981098490563 1887.4513798239243 150 TCGA 1 100 100 0.0 0.0025 5 3167 -95 1886.7474155538862 1886.795380098736 150 TCGA 1 100 100 0.0 0.0025 5 3167 -96 1886.5328604179456 1886.407640006674 150 TCGA 1 100 100 0.0 0.0025 5 3167 -97 1886.103101997533 1885.9042662040672 150 TCGA 1 100 100 0.0 0.0025 5 3167 -98 1886.0098378670803 1886.174660534116 150 TCGA 1 100 100 0.0 0.0025 5 3167 -99 1885.7265372929369 1885.888880437343 150 TCGA 1 100 100 0.0 0.0025 5 3167 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index dde473f31..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4787.1288521025035 4479.133663925094 150 TCGA 1 100 100 1.0 0.0025 5 7923 -1 3406.4774884848684 3723.1257888563914 150 TCGA 1 100 100 1.0 0.0025 5 7923 -2 2623.321047619712 3137.646475787139 150 TCGA 1 100 100 1.0 0.0025 5 7923 -3 2296.245555708645 3019.658313540358 150 TCGA 1 100 100 1.0 0.0025 5 7923 -4 2176.897565608126 2345.9432906721104 150 TCGA 1 100 100 1.0 0.0025 5 7923 -5 2121.269165079939 2116.291810615578 150 TCGA 1 100 100 1.0 0.0025 5 7923 -6 2079.3842260848464 2128.943819438992 150 TCGA 1 100 100 1.0 0.0025 5 7923 -7 2066.0092284692987 2054.920404635482 150 TCGA 1 100 100 1.0 0.0025 5 7923 -8 2046.5177473257077 2029.6926527167086 150 TCGA 1 100 100 1.0 0.0025 5 7923 -9 2031.1943666083644 2050.057187794441 150 TCGA 1 100 100 1.0 0.0025 5 7923 -10 2022.6558823583914 2054.889779709092 150 TCGA 1 100 100 1.0 0.0025 5 7923 -11 2013.687247547857 2017.2333677665672 150 TCGA 1 100 100 1.0 0.0025 5 7923 -12 2005.914297988471 2002.5777244376177 150 TCGA 1 100 100 1.0 0.0025 5 7923 -13 2002.1172367150875 2000.00364616049 150 TCGA 1 100 100 1.0 0.0025 5 7923 -14 1989.437515778259 1993.8934534734217 150 TCGA 1 100 100 1.0 0.0025 5 7923 -15 1986.520817736747 1990.649260707836 150 TCGA 1 100 100 1.0 0.0025 5 7923 -16 1983.0001662576128 1977.9057733737045 150 TCGA 1 100 100 1.0 0.0025 5 7923 -17 1977.1596041199405 1980.917569414455 150 TCGA 1 100 100 1.0 0.0025 5 7923 -18 1973.9966927243206 1986.028992005928 150 TCGA 1 100 100 1.0 0.0025 5 7923 -19 1969.134704392275 1967.5331877895337 150 TCGA 1 100 100 1.0 0.0025 5 7923 -20 1964.2424905979017 1956.3310424191268 150 TCGA 1 100 100 1.0 0.0025 5 7923 -21 1959.340248357426 1951.9834941308104 150 TCGA 1 100 100 1.0 0.0025 5 7923 -22 1955.854639233243 1956.2561004485317 150 TCGA 1 100 100 1.0 0.0025 5 7923 -23 1954.2849761761915 1956.4001538453988 150 TCGA 1 100 100 1.0 0.0025 5 7923 -24 1950.989575366993 1943.6998769482177 150 TCGA 1 100 100 1.0 0.0025 5 7923 -25 1947.7537033535805 1943.08286181886 150 TCGA 1 100 100 1.0 0.0025 5 7923 -26 1943.9908744981478 1937.510209126688 150 TCGA 1 100 100 1.0 0.0025 5 7923 -27 1940.282647316072 1935.0841242344536 150 TCGA 1 100 100 1.0 0.0025 5 7923 -28 1938.5813618594082 1939.7380003042556 150 TCGA 1 100 100 1.0 0.0025 5 7923 -29 1936.921868459789 1937.87778369386 150 TCGA 1 100 100 1.0 0.0025 5 7923 -30 1934.7397882917362 1930.7791146896593 150 TCGA 1 100 100 1.0 0.0025 5 7923 -31 1931.5399829938165 1928.9940682415986 150 TCGA 1 100 100 1.0 0.0025 5 7923 -32 1929.7998320746333 1931.6131076525205 150 TCGA 1 100 100 1.0 0.0025 5 7923 -33 1928.663256173741 1926.682487142745 150 TCGA 1 100 100 1.0 0.0025 5 7923 -34 1926.081630948213 1921.762338916261 150 TCGA 1 100 100 1.0 0.0025 5 7923 -35 1924.93452334561 1920.8145825563363 150 TCGA 1 100 100 1.0 0.0025 5 7923 -36 1923.9455272641774 1919.7090475571215 150 TCGA 1 100 100 1.0 0.0025 5 7923 -37 1921.2765488827358 1918.548546565837 150 TCGA 1 100 100 1.0 0.0025 5 7923 -38 1920.360957158784 1918.794344648045 150 TCGA 1 100 100 1.0 0.0025 5 7923 -39 1919.2514362439524 1918.5180320548052 150 TCGA 1 100 100 1.0 0.0025 5 7923 -40 1917.6339938664812 1918.748775616363 150 TCGA 1 100 100 1.0 0.0025 5 7923 -41 1916.886878903416 1912.2102369758952 150 TCGA 1 100 100 1.0 0.0025 5 7923 -42 1914.9863915922972 1913.4203715108747 150 TCGA 1 100 100 1.0 0.0025 5 7923 -43 1913.7625865814928 1912.843698472833 150 TCGA 1 100 100 1.0 0.0025 5 7923 -44 1913.4704421024555 1909.7175176419205 150 TCGA 1 100 100 1.0 0.0025 5 7923 -45 1912.110224082888 1911.237953071019 150 TCGA 1 100 100 1.0 0.0025 5 7923 -46 1912.1825870071516 1909.448293714667 150 TCGA 1 100 100 1.0 0.0025 5 7923 -47 1909.4176605698094 1906.3253462134894 150 TCGA 1 100 100 1.0 0.0025 5 7923 -48 1908.6183633209273 1908.3805354899498 150 TCGA 1 100 100 1.0 0.0025 5 7923 -49 1907.7534247950953 1905.874800638937 150 TCGA 1 100 100 1.0 0.0025 5 7923 -50 1907.737162574166 1907.1068323796717 150 TCGA 1 100 100 1.0 0.0025 5 7923 -51 1906.1410958951892 1903.9311051105135 150 TCGA 1 100 100 1.0 0.0025 5 7923 -52 1905.1381991403764 1903.1755984512406 150 TCGA 1 100 100 1.0 0.0025 5 7923 -53 1904.9356353722296 1901.8035017617383 150 TCGA 1 100 100 1.0 0.0025 5 7923 -54 1903.8504522991893 1902.8731855076162 150 TCGA 1 100 100 1.0 0.0025 5 7923 -55 1903.9333773098936 1901.2013816641802 150 TCGA 1 100 100 1.0 0.0025 5 7923 -56 1902.4637758016772 1901.3741651372095 150 TCGA 1 100 100 1.0 0.0025 5 7923 -57 1902.5430779578976 1898.8518342444645 150 TCGA 1 100 100 1.0 0.0025 5 7923 -58 1901.143322264753 1898.4838799711447 150 TCGA 1 100 100 1.0 0.0025 5 7923 -59 1900.6504176306212 1896.730303126963 150 TCGA 1 100 100 1.0 0.0025 5 7923 -60 1899.5513575652146 1898.9780751904052 150 TCGA 1 100 100 1.0 0.0025 5 7923 -61 1899.104597471271 1897.2393203812028 150 TCGA 1 100 100 1.0 0.0025 5 7923 -62 1899.323604201802 1894.670937696294 150 TCGA 1 100 100 1.0 0.0025 5 7923 -63 1897.9300700478395 1896.0578196156564 150 TCGA 1 100 100 1.0 0.0025 5 7923 -64 1897.679006173523 1895.443113394119 150 TCGA 1 100 100 1.0 0.0025 5 7923 -65 1896.9326684872797 1894.7150872772063 150 TCGA 1 100 100 1.0 0.0025 5 7923 -66 1896.5415349177504 1893.4991780190012 150 TCGA 1 100 100 1.0 0.0025 5 7923 -67 1895.6936194028874 1894.640296821019 150 TCGA 1 100 100 1.0 0.0025 5 7923 -68 1895.305930031079 1893.0358052469378 150 TCGA 1 100 100 1.0 0.0025 5 7923 -69 1894.7976422621239 1892.5424682003768 150 TCGA 1 100 100 1.0 0.0025 5 7923 -70 1894.725490641176 1892.8797466335584 150 TCGA 1 100 100 1.0 0.0025 5 7923 -71 1894.3087073589145 1892.431271960388 150 TCGA 1 100 100 1.0 0.0025 5 7923 -72 1893.546793342741 1892.062726351484 150 TCGA 1 100 100 1.0 0.0025 5 7923 -73 1893.4019781249565 1890.8764660705874 150 TCGA 1 100 100 1.0 0.0025 5 7923 -74 1893.2228219080935 1890.1775570970085 150 TCGA 1 100 100 1.0 0.0025 5 7923 -75 1892.5384040097597 1891.114986553863 150 TCGA 1 100 100 1.0 0.0025 5 7923 -76 1892.293271207506 1891.0526374548524 150 TCGA 1 100 100 1.0 0.0025 5 7923 -77 1892.1923045479755 1889.879036294755 150 TCGA 1 100 100 1.0 0.0025 5 7923 -78 1891.5826082056103 1889.4208837154522 150 TCGA 1 100 100 1.0 0.0025 5 7923 -79 1890.9767882599072 1889.275355046718 150 TCGA 1 100 100 1.0 0.0025 5 7923 -80 1890.957267828506 1888.7983030386306 150 TCGA 1 100 100 1.0 0.0025 5 7923 -81 1890.6023861850688 1887.9967899801743 150 TCGA 1 100 100 1.0 0.0025 5 7923 -82 1890.087262682995 1887.6206330725895 150 TCGA 1 100 100 1.0 0.0025 5 7923 -83 1889.727392548149 1887.867271538356 150 TCGA 1 100 100 1.0 0.0025 5 7923 -84 1889.5180764481988 1887.16774975954 150 TCGA 1 100 100 1.0 0.0025 5 7923 -85 1889.2350387087836 1887.0945370161353 150 TCGA 1 100 100 1.0 0.0025 5 7923 -86 1889.095584570051 1887.1647384873586 150 TCGA 1 100 100 1.0 0.0025 5 7923 -87 1888.7904549790408 1886.4027222293107 150 TCGA 1 100 100 1.0 0.0025 5 7923 -88 1888.5857581619653 1886.379244857098 150 TCGA 1 100 100 1.0 0.0025 5 7923 -89 1888.1069426410418 1886.4204500284627 150 TCGA 1 100 100 1.0 0.0025 5 7923 -90 1887.757154391272 1885.6820963950613 150 TCGA 1 100 100 1.0 0.0025 5 7923 -91 1887.9353786962001 1885.6467702280936 150 TCGA 1 100 100 1.0 0.0025 5 7923 -92 1887.5198278621924 1885.3950060360396 150 TCGA 1 100 100 1.0 0.0025 5 7923 -93 1886.9683667436377 1884.7969240734924 150 TCGA 1 100 100 1.0 0.0025 5 7923 -94 1886.7718961357818 1884.6676135805983 150 TCGA 1 100 100 1.0 0.0025 5 7923 -95 1886.521329276622 1883.8752398466945 150 TCGA 1 100 100 1.0 0.0025 5 7923 -96 1886.1520083734322 1884.1231493159155 150 TCGA 1 100 100 1.0 0.0025 5 7923 -97 1886.2829471574935 1883.5926801978644 150 TCGA 1 100 100 1.0 0.0025 5 7923 -98 1885.708866542199 1883.4341734306297 150 TCGA 1 100 100 1.0 0.0025 5 7923 -99 1885.5358067693583 1883.8707502355528 150 TCGA 1 100 100 1.0 0.0025 5 7923 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index e1754aaec..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4782.3650675996205 4622.625402402638 150 TCGA 1 50 100 0.5 0.0025 5 7139 -1 3401.2604612854393 3547.054818771592 150 TCGA 1 50 100 0.5 0.0025 5 7139 -2 2609.4640348621583 3338.734372546325 150 TCGA 1 50 100 0.5 0.0025 5 7139 -3 2315.061336278463 2497.868557877277 150 TCGA 1 50 100 0.5 0.0025 5 7139 -4 2179.1497654625846 2241.265393127748 150 TCGA 1 50 100 0.5 0.0025 5 7139 -5 2130.807623019188 2254.775537845477 150 TCGA 1 50 100 0.5 0.0025 5 7139 -6 2088.3754863736885 2175.6524075455404 150 TCGA 1 50 100 0.5 0.0025 5 7139 -7 2062.480037177829 2247.223640173524 150 TCGA 1 50 100 0.5 0.0025 5 7139 -8 2050.2831248332245 2114.012900194331 150 TCGA 1 50 100 0.5 0.0025 5 7139 -9 2039.1147960854876 2079.9699559810774 150 TCGA 1 50 100 0.5 0.0025 5 7139 -10 2024.2330185193703 2008.278751545815 150 TCGA 1 50 100 0.5 0.0025 5 7139 -11 2012.064932944852 2011.1166176340687 150 TCGA 1 50 100 0.5 0.0025 5 7139 -12 2003.7623588186461 2012.2946949100974 150 TCGA 1 50 100 0.5 0.0025 5 7139 -13 2000.050070369945 2008.439435335859 150 TCGA 1 50 100 0.5 0.0025 5 7139 -14 1995.00006602888 2009.3159112211447 150 TCGA 1 50 100 0.5 0.0025 5 7139 -15 1989.5609945115639 1995.1631853113222 150 TCGA 1 50 100 0.5 0.0025 5 7139 -16 1984.6324790173683 1997.4412663905464 150 TCGA 1 50 100 0.5 0.0025 5 7139 -17 1979.917429564108 1981.8667887778738 150 TCGA 1 50 100 0.5 0.0025 5 7139 -18 1974.8380729606315 1966.7496386964117 150 TCGA 1 50 100 0.5 0.0025 5 7139 -19 1972.039470581913 1960.4451389025205 150 TCGA 1 50 100 0.5 0.0025 5 7139 -20 1964.663048358538 1962.6986961173052 150 TCGA 1 50 100 0.5 0.0025 5 7139 -21 1961.5172337965184 1956.9031160440877 150 TCGA 1 50 100 0.5 0.0025 5 7139 -22 1959.1528264720707 1951.3602687509815 150 TCGA 1 50 100 0.5 0.0025 5 7139 -23 1954.635406960812 1948.5211807327653 150 TCGA 1 50 100 0.5 0.0025 5 7139 -24 1949.4739742251377 1947.513226533056 150 TCGA 1 50 100 0.5 0.0025 5 7139 -25 1947.6442777214472 1942.4825543734296 150 TCGA 1 50 100 0.5 0.0025 5 7139 -26 1943.7157942742851 1938.9694118787295 150 TCGA 1 50 100 0.5 0.0025 5 7139 -27 1942.5113171265452 1937.1923484610552 150 TCGA 1 50 100 0.5 0.0025 5 7139 -28 1940.202903463979 1934.1249086006203 150 TCGA 1 50 100 0.5 0.0025 5 7139 -29 1936.7281609684353 1933.405332325691 150 TCGA 1 50 100 0.5 0.0025 5 7139 -30 1932.8934508207747 1927.9994534439777 150 TCGA 1 50 100 0.5 0.0025 5 7139 -31 1933.5443941072263 1926.603191126531 150 TCGA 1 50 100 0.5 0.0025 5 7139 -32 1930.2924617473961 1931.2100308672268 150 TCGA 1 50 100 0.5 0.0025 5 7139 -33 1927.885470359982 1921.68716691367 150 TCGA 1 50 100 0.5 0.0025 5 7139 -34 1926.9217774554786 1925.7212049014604 150 TCGA 1 50 100 0.5 0.0025 5 7139 -35 1925.6491985489233 1921.0937389584642 150 TCGA 1 50 100 0.5 0.0025 5 7139 -36 1922.886941689441 1918.9664447726916 150 TCGA 1 50 100 0.5 0.0025 5 7139 -37 1921.2294071783829 1915.5862767205167 150 TCGA 1 50 100 0.5 0.0025 5 7139 -38 1921.0345463072006 1914.733346910333 150 TCGA 1 50 100 0.5 0.0025 5 7139 -39 1919.0924063000325 1919.3307350963803 150 TCGA 1 50 100 0.5 0.0025 5 7139 -40 1917.4223771791983 1916.784380888819 150 TCGA 1 50 100 0.5 0.0025 5 7139 -41 1915.7805450061346 1910.9786800211998 150 TCGA 1 50 100 0.5 0.0025 5 7139 -42 1915.227415302633 1909.481028187814 150 TCGA 1 50 100 0.5 0.0025 5 7139 -43 1913.8829434132228 1912.6880263132066 150 TCGA 1 50 100 0.5 0.0025 5 7139 -44 1913.0532222611123 1907.583072221459 150 TCGA 1 50 100 0.5 0.0025 5 7139 -45 1911.6656080472283 1907.032873719182 150 TCGA 1 50 100 0.5 0.0025 5 7139 -46 1910.8775675369434 1905.7130912129005 150 TCGA 1 50 100 0.5 0.0025 5 7139 -47 1909.399504562669 1904.6281707610317 150 TCGA 1 50 100 0.5 0.0025 5 7139 -48 1907.8301301878043 1907.5965735660725 150 TCGA 1 50 100 0.5 0.0025 5 7139 -49 1906.8860788176084 1904.1224316160883 150 TCGA 1 50 100 0.5 0.0025 5 7139 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index 79f17700b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4772.869709023834 4666.420856725032 150 TCGA 1 50 100 0.0 0.0025 5 4230 -1 3432.0282316653906 3995.710402598932 150 TCGA 1 50 100 0.0 0.0025 5 4230 -2 2721.1366348445436 2971.526616235474 150 TCGA 1 50 100 0.0 0.0025 5 4230 -3 2418.6015630450174 2719.840284184595 150 TCGA 1 50 100 0.0 0.0025 5 4230 -4 2220.84395647991 2251.1090302587154 150 TCGA 1 50 100 0.0 0.0025 5 4230 -5 2125.783934920105 2260.257059221891 150 TCGA 1 50 100 0.0 0.0025 5 4230 -6 2084.709706141781 2187.233784891253 150 TCGA 1 50 100 0.0 0.0025 5 4230 -7 2067.617146759936 2107.297099511228 150 TCGA 1 50 100 0.0 0.0025 5 4230 -8 2045.5044042325628 2059.6169813913316 150 TCGA 1 50 100 0.0 0.0025 5 4230 -9 2029.5686543385143 2047.0835230841708 150 TCGA 1 50 100 0.0 0.0025 5 4230 -10 2022.1163322856642 2009.4670330411825 150 TCGA 1 50 100 0.0 0.0025 5 4230 -11 2012.459361636169 2003.7045303421403 150 TCGA 1 50 100 0.0 0.0025 5 4230 -12 2006.0671287934313 2014.0367266017588 150 TCGA 1 50 100 0.0 0.0025 5 4230 -13 1995.8930779469972 2001.3342579597204 150 TCGA 1 50 100 0.0 0.0025 5 4230 -14 1989.428340707058 1986.0662363330323 150 TCGA 1 50 100 0.0 0.0025 5 4230 -15 1983.4427852398558 1980.727997286236 150 TCGA 1 50 100 0.0 0.0025 5 4230 -16 1982.607890903504 1988.558597430512 150 TCGA 1 50 100 0.0 0.0025 5 4230 -17 1976.9743448507174 1980.7994384765625 150 TCGA 1 50 100 0.0 0.0025 5 4230 -18 1971.7348435924898 1979.7021459838254 150 TCGA 1 50 100 0.0 0.0025 5 4230 -19 1966.5910972904342 1968.748143181729 150 TCGA 1 50 100 0.0 0.0025 5 4230 -20 1962.3066827821099 1957.900689973304 150 TCGA 1 50 100 0.0 0.0025 5 4230 -21 1959.5675385785244 1956.443321956462 150 TCGA 1 50 100 0.0 0.0025 5 4230 -22 1954.5613693474047 1952.906918012916 150 TCGA 1 50 100 0.0 0.0025 5 4230 -23 1952.7530321371796 1964.9985872968357 150 TCGA 1 50 100 0.0 0.0025 5 4230 -24 1948.9308318870383 1948.6065268971813 150 TCGA 1 50 100 0.0 0.0025 5 4230 -25 1947.5282420616008 1944.6666026666535 150 TCGA 1 50 100 0.0 0.0025 5 4230 -26 1944.5412564682686 1944.16123770709 150 TCGA 1 50 100 0.0 0.0025 5 4230 -27 1942.146523684393 1938.246289430551 150 TCGA 1 50 100 0.0 0.0025 5 4230 -28 1941.0860949419534 1936.4702761856156 150 TCGA 1 50 100 0.0 0.0025 5 4230 -29 1937.5058831650174 1943.6220335073806 150 TCGA 1 50 100 0.0 0.0025 5 4230 -30 1935.5843737219338 1936.6763750392588 150 TCGA 1 50 100 0.0 0.0025 5 4230 -31 1934.0664964776604 1935.856585785372 150 TCGA 1 50 100 0.0 0.0025 5 4230 -32 1931.212298395272 1932.7651379455874 150 TCGA 1 50 100 0.0 0.0025 5 4230 -33 1929.2043795214659 1932.4587745858198 150 TCGA 1 50 100 0.0 0.0025 5 4230 -34 1928.2073393075616 1927.614411167164 150 TCGA 1 50 100 0.0 0.0025 5 4230 -35 1926.0114414041789 1925.7890171070194 150 TCGA 1 50 100 0.0 0.0025 5 4230 -36 1923.9220040192865 1923.1611548955716 150 TCGA 1 50 100 0.0 0.0025 5 4230 -37 1923.2632457393795 1921.3587499263897 150 TCGA 1 50 100 0.0 0.0025 5 4230 -38 1920.7869065058312 1924.078173460074 150 TCGA 1 50 100 0.0 0.0025 5 4230 -39 1921.309499814476 1922.2339664631752 150 TCGA 1 50 100 0.0 0.0025 5 4230 -40 1919.6580358863555 1921.259990136228 150 TCGA 1 50 100 0.0 0.0025 5 4230 -41 1918.2071713876453 1919.641189958582 150 TCGA 1 50 100 0.0 0.0025 5 4230 -42 1916.748425158077 1914.8337825602623 150 TCGA 1 50 100 0.0 0.0025 5 4230 -43 1914.9699677191538 1915.4423570489164 150 TCGA 1 50 100 0.0 0.0025 5 4230 -44 1915.3145606024668 1913.5374860140546 150 TCGA 1 50 100 0.0 0.0025 5 4230 -45 1913.385082212087 1911.590741794912 150 TCGA 1 50 100 0.0 0.0025 5 4230 -46 1911.8922539212924 1912.5132866480842 150 TCGA 1 50 100 0.0 0.0025 5 4230 -47 1911.0782277630647 1912.3499418479114 150 TCGA 1 50 100 0.0 0.0025 5 4230 -48 1909.053567243615 1908.50883016155 150 TCGA 1 50 100 0.0 0.0025 5 4230 -49 1908.9805346835017 1910.2964885462468 150 TCGA 1 50 100 0.0 0.0025 5 4230 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 4e5adbbe4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4799.456873358407 4442.882591669284 150 TCGA 1 50 100 1.0 0.0025 5 7783 -1 3481.143223126055 3925.074785548838 150 TCGA 1 50 100 1.0 0.0025 5 7783 -2 2666.2010967443266 2817.9927408036274 150 TCGA 1 50 100 1.0 0.0025 5 7783 -3 2325.3254772773453 3074.59972347087 150 TCGA 1 50 100 1.0 0.0025 5 7783 -4 2188.6641324257557 2383.857589951712 150 TCGA 1 50 100 1.0 0.0025 5 7783 -5 2116.3495489052993 2199.319915004711 150 TCGA 1 50 100 1.0 0.0025 5 7783 -6 2080.607995587756 2128.0291533350346 150 TCGA 1 50 100 1.0 0.0025 5 7783 -7 2063.109600351144 2062.877722351994 150 TCGA 1 50 100 1.0 0.0025 5 7783 -8 2046.0581473669765 2024.2083758636934 150 TCGA 1 50 100 1.0 0.0025 5 7783 -9 2029.0728385474802 2023.7077857549466 150 TCGA 1 50 100 1.0 0.0025 5 7783 -10 2020.651124382168 2059.443256320666 150 TCGA 1 50 100 1.0 0.0025 5 7783 -11 2011.8950903835355 2021.8075570724718 150 TCGA 1 50 100 1.0 0.0025 5 7783 -12 2004.4864372375196 2037.38514901166 150 TCGA 1 50 100 1.0 0.0025 5 7783 -13 1995.7965284369463 2000.9066327732412 150 TCGA 1 50 100 1.0 0.0025 5 7783 -14 1989.9537063021255 1991.2967099903815 150 TCGA 1 50 100 1.0 0.0025 5 7783 -15 1989.4715267964434 1979.4572815248116 150 TCGA 1 50 100 1.0 0.0025 5 7783 -16 1982.4613837467691 1971.7827553293812 150 TCGA 1 50 100 1.0 0.0025 5 7783 -17 1974.7641132711126 1969.089392887288 150 TCGA 1 50 100 1.0 0.0025 5 7783 -18 1971.722253441132 1970.122080740617 150 TCGA 1 50 100 1.0 0.0025 5 7783 -19 1967.1434455204787 1964.504980959485 150 TCGA 1 50 100 1.0 0.0025 5 7783 -20 1964.5761797913804 1959.406191111809 150 TCGA 1 50 100 1.0 0.0025 5 7783 -21 1961.3592897728759 1966.0604965746702 150 TCGA 1 50 100 1.0 0.0025 5 7783 -22 1956.9693280183947 1955.0212034292556 150 TCGA 1 50 100 1.0 0.0025 5 7783 -23 1952.9361709337547 1945.8638633843043 150 TCGA 1 50 100 1.0 0.0025 5 7783 -24 1951.1820458455709 1946.1689477661746 150 TCGA 1 50 100 1.0 0.0025 5 7783 -25 1948.7981032788693 1954.4381404090766 150 TCGA 1 50 100 1.0 0.0025 5 7783 -26 1947.3455108291723 1939.2268489665123 150 TCGA 1 50 100 1.0 0.0025 5 7783 -27 1943.4393646550213 1941.1831152834484 150 TCGA 1 50 100 1.0 0.0025 5 7783 -28 1940.0061039380137 1939.9806582963647 150 TCGA 1 50 100 1.0 0.0025 5 7783 -29 1937.7423689908542 1934.8935166555434 150 TCGA 1 50 100 1.0 0.0025 5 7783 -30 1935.6221400611248 1933.161936390939 150 TCGA 1 50 100 1.0 0.0025 5 7783 -31 1934.216410934426 1932.683942785215 150 TCGA 1 50 100 1.0 0.0025 5 7783 -32 1932.368288258381 1932.9929113340138 150 TCGA 1 50 100 1.0 0.0025 5 7783 -33 1929.6823019765825 1929.3461631889918 150 TCGA 1 50 100 1.0 0.0025 5 7783 -34 1927.9727356045596 1928.5749033252198 150 TCGA 1 50 100 1.0 0.0025 5 7783 -35 1927.2139456155298 1924.3460178087705 150 TCGA 1 50 100 1.0 0.0025 5 7783 -36 1925.5879592290878 1926.716796875 150 TCGA 1 50 100 1.0 0.0025 5 7783 -37 1923.1698755076293 1918.9541359139448 150 TCGA 1 50 100 1.0 0.0025 5 7783 -38 1922.4795306384904 1919.6527498331502 150 TCGA 1 50 100 1.0 0.0025 5 7783 -39 1920.7087328357613 1914.027668248469 150 TCGA 1 50 100 1.0 0.0025 5 7783 -40 1919.5017039157115 1915.110447869229 150 TCGA 1 50 100 1.0 0.0025 5 7783 -41 1918.0878753508823 1915.866031205834 150 TCGA 1 50 100 1.0 0.0025 5 7783 -42 1917.0760440002502 1914.613003371349 150 TCGA 1 50 100 1.0 0.0025 5 7783 -43 1916.1613440340632 1910.3119178656957 150 TCGA 1 50 100 1.0 0.0025 5 7783 -44 1913.9397982437572 1911.975192122723 150 TCGA 1 50 100 1.0 0.0025 5 7783 -45 1913.074480222184 1908.3750699297268 150 TCGA 1 50 100 1.0 0.0025 5 7783 -46 1912.3386458286097 1906.6696016704616 150 TCGA 1 50 100 1.0 0.0025 5 7783 -47 1911.1917897652456 1907.0999921482412 150 TCGA 1 50 100 1.0 0.0025 5 7783 -48 1910.3849153549547 1906.8415766577025 150 TCGA 1 50 100 1.0 0.0025 5 7783 -49 1909.5080761522543 1906.7182838018216 150 TCGA 1 50 100 1.0 0.0025 5 7783 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 87c49992e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3695.636062657837 2697.0176946745446 50 TCGA 1 100 100 0.5 0.0025 5 9506 -1 2221.556127109436 2247.1636858609454 50 TCGA 1 100 100 0.5 0.0025 5 9506 -2 2067.5889219890178 2070.545324277638 50 TCGA 1 100 100 0.5 0.0025 5 9506 -3 2024.0814955522205 2027.3664072314698 50 TCGA 1 100 100 0.5 0.0025 5 9506 -4 1997.2444148505954 1992.2679805276382 50 TCGA 1 100 100 0.5 0.0025 5 9506 -5 1982.555962023611 1967.047058412178 50 TCGA 1 100 100 0.5 0.0025 5 9506 -6 1970.8065099570351 1964.3119123449278 50 TCGA 1 100 100 0.5 0.0025 5 9506 -7 1958.3891947921172 1955.137440743758 50 TCGA 1 100 100 0.5 0.0025 5 9506 -8 1947.8176813867558 1940.231429363615 50 TCGA 1 100 100 0.5 0.0025 5 9506 -9 1940.5315092239866 1941.9010439158685 50 TCGA 1 100 100 0.5 0.0025 5 9506 -10 1936.170116350898 1930.603749337508 50 TCGA 1 100 100 0.5 0.0025 5 9506 -11 1929.0122573636236 1928.9496659322 50 TCGA 1 100 100 0.5 0.0025 5 9506 -12 1924.353436106935 1923.7258938736652 50 TCGA 1 100 100 0.5 0.0025 5 9506 -13 1921.5298178845558 1918.3211117845085 50 TCGA 1 100 100 0.5 0.0025 5 9506 -14 1916.883768351832 1913.1076022200848 50 TCGA 1 100 100 0.5 0.0025 5 9506 -15 1913.556648405126 1909.6689158684046 50 TCGA 1 100 100 0.5 0.0025 5 9506 -16 1911.1143134179185 1908.0443526224874 50 TCGA 1 100 100 0.5 0.0025 5 9506 -17 1909.1957874146938 1904.2097278384108 50 TCGA 1 100 100 0.5 0.0025 5 9506 -18 1906.1793908196803 1904.6230591433732 50 TCGA 1 100 100 0.5 0.0025 5 9506 -19 1904.045269746096 1900.9079068437893 50 TCGA 1 100 100 0.5 0.0025 5 9506 -20 1902.021812966099 1898.4988461595085 50 TCGA 1 100 100 0.5 0.0025 5 9506 -21 1900.3312423098018 1898.7782601974718 50 TCGA 1 100 100 0.5 0.0025 5 9506 -22 1898.716108286164 1895.4253095310537 50 TCGA 1 100 100 0.5 0.0025 5 9506 -23 1897.434413715324 1894.9240796266488 50 TCGA 1 100 100 0.5 0.0025 5 9506 -24 1895.9087270640252 1892.966062612869 50 TCGA 1 100 100 0.5 0.0025 5 9506 -25 1894.5386917245403 1893.3733192328832 50 TCGA 1 100 100 0.5 0.0025 5 9506 -26 1893.688670820391 1891.200441293381 50 TCGA 1 100 100 0.5 0.0025 5 9506 -27 1892.364781220133 1891.275695494072 50 TCGA 1 100 100 0.5 0.0025 5 9506 -28 1891.5408197865581 1889.0921741274733 50 TCGA 1 100 100 0.5 0.0025 5 9506 -29 1890.8068437666775 1888.6089640095006 50 TCGA 1 100 100 0.5 0.0025 5 9506 -30 1889.7144157204434 1887.765785102269 50 TCGA 1 100 100 0.5 0.0025 5 9506 -31 1888.8633536010836 1886.702859389722 50 TCGA 1 100 100 0.5 0.0025 5 9506 -32 1888.2399496986925 1886.0292226513427 50 TCGA 1 100 100 0.5 0.0025 5 9506 -33 1887.8732198499545 1885.7850648506203 50 TCGA 1 100 100 0.5 0.0025 5 9506 -34 1887.1156011309552 1885.1459292311165 50 TCGA 1 100 100 0.5 0.0025 5 9506 -35 1886.772408574936 1884.4047998782978 50 TCGA 1 100 100 0.5 0.0025 5 9506 -36 1885.8806063778393 1883.6540797247958 50 TCGA 1 100 100 0.5 0.0025 5 9506 -37 1885.3971883469574 1882.885622570862 50 TCGA 1 100 100 0.5 0.0025 5 9506 -38 1884.7897793752486 1882.959714956619 50 TCGA 1 100 100 0.5 0.0025 5 9506 -39 1884.5532855240278 1882.5933923769237 50 TCGA 1 100 100 0.5 0.0025 5 9506 -40 1883.9263869280367 1881.8084802675487 50 TCGA 1 100 100 0.5 0.0025 5 9506 -41 1883.7206620715508 1881.1688532997016 50 TCGA 1 100 100 0.5 0.0025 5 9506 -42 1883.0731054289638 1880.4840094024812 50 TCGA 1 100 100 0.5 0.0025 5 9506 -43 1882.5739660253482 1880.1216973539572 50 TCGA 1 100 100 0.5 0.0025 5 9506 -44 1881.8985732775047 1879.2595779188914 50 TCGA 1 100 100 0.5 0.0025 5 9506 -45 1881.750317649871 1878.9231631791772 50 TCGA 1 100 100 0.5 0.0025 5 9506 -46 1881.3629889298209 1878.9069302812893 50 TCGA 1 100 100 0.5 0.0025 5 9506 -47 1880.6603762872226 1878.193423783959 50 TCGA 1 100 100 0.5 0.0025 5 9506 -48 1880.4283855347537 1877.544123817329 50 TCGA 1 100 100 0.5 0.0025 5 9506 -49 1879.8529458772473 1876.9917274360082 50 TCGA 1 100 100 0.5 0.0025 5 9506 -50 1879.5225460692461 1877.0283546639448 50 TCGA 1 100 100 0.5 0.0025 5 9506 -51 1879.1366559776002 1876.2757654237987 50 TCGA 1 100 100 0.5 0.0025 5 9506 -52 1878.6249681164716 1876.0374866274733 50 TCGA 1 100 100 0.5 0.0025 5 9506 -53 1878.545522756882 1875.362956751531 50 TCGA 1 100 100 0.5 0.0025 5 9506 -54 1878.0345020108969 1875.3497118159155 50 TCGA 1 100 100 0.5 0.0025 5 9506 -55 1877.9741542444442 1874.8177349148084 50 TCGA 1 100 100 0.5 0.0025 5 9506 -56 1877.5818028058814 1874.3647350522142 50 TCGA 1 100 100 0.5 0.0025 5 9506 -57 1877.4058098438022 1874.8106088302843 50 TCGA 1 100 100 0.5 0.0025 5 9506 -58 1877.2391280029378 1874.1363924112752 50 TCGA 1 100 100 0.5 0.0025 5 9506 -59 1876.9880752606057 1873.8748178146593 50 TCGA 1 100 100 0.5 0.0025 5 9506 -60 1876.6802377497488 1874.2135886954302 50 TCGA 1 100 100 0.5 0.0025 5 9506 -61 1876.5884994232624 1873.9388924603486 50 TCGA 1 100 100 0.5 0.0025 5 9506 -62 1876.298621372581 1873.9008126570352 50 TCGA 1 100 100 0.5 0.0025 5 9506 -63 1876.2155832571036 1873.3645915122488 50 TCGA 1 100 100 0.5 0.0025 5 9506 -64 1876.063134018951 1873.506034199317 50 TCGA 1 100 100 0.5 0.0025 5 9506 -65 1875.941774736386 1873.4894025793028 50 TCGA 1 100 100 0.5 0.0025 5 9506 -66 1875.8351638066688 1873.473140850738 50 TCGA 1 100 100 0.5 0.0025 5 9506 -67 1875.7024565086872 1873.1508795196687 50 TCGA 1 100 100 0.5 0.0025 5 9506 -68 1875.6959507155864 1873.1099890320745 50 TCGA 1 100 100 0.5 0.0025 5 9506 -69 1875.5691837140898 1872.892649281564 50 TCGA 1 100 100 0.5 0.0025 5 9506 -70 1875.3109532946094 1872.5480128916065 50 TCGA 1 100 100 0.5 0.0025 5 9506 -71 1875.2761106340997 1872.6750635501728 50 TCGA 1 100 100 0.5 0.0025 5 9506 -72 1875.116001487244 1872.2286383087312 50 TCGA 1 100 100 0.5 0.0025 5 9506 -73 1875.1780666585933 1872.819889854546 50 TCGA 1 100 100 0.5 0.0025 5 9506 -74 1875.0754860930044 1872.38107836546 50 TCGA 1 100 100 0.5 0.0025 5 9506 -75 1874.833622183567 1872.698090673092 50 TCGA 1 100 100 0.5 0.0025 5 9506 -76 1874.9105934631027 1872.3606515242227 50 TCGA 1 100 100 0.5 0.0025 5 9506 -77 1874.7595178055064 1872.2517408821452 50 TCGA 1 100 100 0.5 0.0025 5 9506 -78 1874.7819999169394 1872.0966275469143 50 TCGA 1 100 100 0.5 0.0025 5 9506 -79 1874.7820216358898 1872.4759196372488 50 TCGA 1 100 100 0.5 0.0025 5 9506 -80 1874.7028688417374 1872.6460151097283 50 TCGA 1 100 100 0.5 0.0025 5 9506 -81 1874.4967006815773 1871.995918925683 50 TCGA 1 100 100 0.5 0.0025 5 9506 -82 1874.6664553860599 1872.1225506193075 50 TCGA 1 100 100 0.5 0.0025 5 9506 -83 1874.4444277729622 1872.0676735729428 50 TCGA 1 100 100 0.5 0.0025 5 9506 -84 1874.3604991396353 1871.7393099530857 50 TCGA 1 100 100 0.5 0.0025 5 9506 -85 1874.2546270902515 1872.4615484649812 50 TCGA 1 100 100 0.5 0.0025 5 9506 -86 1874.4140980351463 1872.3154824415044 50 TCGA 1 100 100 0.5 0.0025 5 9506 -87 1874.2847538635206 1871.742766567211 50 TCGA 1 100 100 0.5 0.0025 5 9506 -88 1874.3802419518345 1871.7418930590452 50 TCGA 1 100 100 0.5 0.0025 5 9506 -89 1874.335699245565 1871.7296571971185 50 TCGA 1 100 100 0.5 0.0025 5 9506 -90 1874.221533513785 1871.9996638465766 50 TCGA 1 100 100 0.5 0.0025 5 9506 -91 1874.0452733023355 1872.015653830677 50 TCGA 1 100 100 0.5 0.0025 5 9506 -92 1874.153025703247 1871.551504470595 50 TCGA 1 100 100 0.5 0.0025 5 9506 -93 1874.0927940664153 1871.789112186911 50 TCGA 1 100 100 0.5 0.0025 5 9506 -94 1874.0183910187206 1871.772817333739 50 TCGA 1 100 100 0.5 0.0025 5 9506 -95 1874.0244517232147 1871.5120898682867 50 TCGA 1 100 100 0.5 0.0025 5 9506 -96 1873.7704267683857 1871.6297233236494 50 TCGA 1 100 100 0.5 0.0025 5 9506 -97 1873.7830347281931 1871.6316175604586 50 TCGA 1 100 100 0.5 0.0025 5 9506 -98 1873.8875008229766 1871.2496834759736 50 TCGA 1 100 100 0.5 0.0025 5 9506 -99 1873.8837235650124 1871.6349821617855 50 TCGA 1 100 100 0.5 0.0025 5 9506 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index 804fafba3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3683.3932547370746 2913.786437068153 50 TCGA 1 100 100 0.0 0.0025 5 7660 -1 2243.315571637329 2268.4105512916144 50 TCGA 1 100 100 0.0 0.0025 5 7660 -2 2071.109666816038 2047.341060772613 50 TCGA 1 100 100 0.0 0.0025 5 7660 -3 2030.2308725262742 1997.5633330225346 50 TCGA 1 100 100 0.0 0.0025 5 7660 -4 2006.3783615321795 1986.241770375314 50 TCGA 1 100 100 0.0 0.0025 5 7660 -5 1986.3858337777044 1991.589084951123 50 TCGA 1 100 100 0.0 0.0025 5 7660 -6 1973.6207177423714 1969.8211847813286 50 TCGA 1 100 100 0.0 0.0025 5 7660 -7 1961.2292299250405 1956.077837920069 50 TCGA 1 100 100 0.0 0.0025 5 7660 -8 1952.6450182095823 1941.673628763937 50 TCGA 1 100 100 0.0 0.0025 5 7660 -9 1941.551002663392 1939.0665890487594 50 TCGA 1 100 100 0.0 0.0025 5 7660 -10 1934.6663789882207 1934.547162079931 50 TCGA 1 100 100 0.0 0.0025 5 7660 -11 1929.5996313800847 1932.6827128808104 50 TCGA 1 100 100 0.0 0.0025 5 7660 -12 1925.2005163142292 1922.2739564521828 50 TCGA 1 100 100 0.0 0.0025 5 7660 -13 1920.8427835066998 1917.759767465256 50 TCGA 1 100 100 0.0 0.0025 5 7660 -14 1917.996707344417 1915.1791575062814 50 TCGA 1 100 100 0.0 0.0025 5 7660 -15 1914.732872114023 1913.2067447834877 50 TCGA 1 100 100 0.0 0.0025 5 7660 -16 1911.6619892803762 1909.5572043567447 50 TCGA 1 100 100 0.0 0.0025 5 7660 -17 1908.4922930562798 1905.868525979507 50 TCGA 1 100 100 0.0 0.0025 5 7660 -18 1905.5911139679722 1904.7582780847597 50 TCGA 1 100 100 0.0 0.0025 5 7660 -19 1903.6624042158853 1904.2045751217022 50 TCGA 1 100 100 0.0 0.0025 5 7660 -20 1902.0027045134868 1899.6552489007538 50 TCGA 1 100 100 0.0 0.0025 5 7660 -21 1900.5955845836763 1897.9943056346185 50 TCGA 1 100 100 0.0 0.0025 5 7660 -22 1898.7377203179067 1897.1303367423052 50 TCGA 1 100 100 0.0 0.0025 5 7660 -23 1897.0950428362016 1896.0311837507852 50 TCGA 1 100 100 0.0 0.0025 5 7660 -24 1896.4864172489997 1894.928728726641 50 TCGA 1 100 100 0.0 0.0025 5 7660 -25 1894.9753648783694 1893.6721633067682 50 TCGA 1 100 100 0.0 0.0025 5 7660 -26 1893.83465867075 1891.4677525812658 50 TCGA 1 100 100 0.0 0.0025 5 7660 -27 1892.8063885407437 1891.1614836879712 50 TCGA 1 100 100 0.0 0.0025 5 7660 -28 1891.540288844057 1890.2872915603407 50 TCGA 1 100 100 0.0 0.0025 5 7660 -29 1890.8302422979204 1889.5033903649105 50 TCGA 1 100 100 0.0 0.0025 5 7660 -30 1889.733151817045 1888.942796256674 50 TCGA 1 100 100 0.0 0.0025 5 7660 -31 1888.8806033257408 1887.3795877581265 50 TCGA 1 100 100 0.0 0.0025 5 7660 -32 1888.7617997396123 1887.1543588302843 50 TCGA 1 100 100 0.0 0.0025 5 7660 -33 1887.5665983005697 1886.6669553823806 50 TCGA 1 100 100 0.0 0.0025 5 7660 -34 1886.9064917425476 1885.861349594653 50 TCGA 1 100 100 0.0 0.0025 5 7660 -35 1886.172791855824 1885.47630241049 50 TCGA 1 100 100 0.0 0.0025 5 7660 -36 1885.6901437440265 1884.620366848893 50 TCGA 1 100 100 0.0 0.0025 5 7660 -37 1884.7807335004647 1884.1868559104114 50 TCGA 1 100 100 0.0 0.0025 5 7660 -38 1884.5560732071974 1883.9017695901382 50 TCGA 1 100 100 0.0 0.0025 5 7660 -39 1883.9587140190295 1883.4039502934595 50 TCGA 1 100 100 0.0 0.0025 5 7660 -40 1883.247922529239 1882.263197702379 50 TCGA 1 100 100 0.0 0.0025 5 7660 -41 1882.643850877304 1882.0690795285018 50 TCGA 1 100 100 0.0 0.0025 5 7660 -42 1882.3842839384627 1880.674943933535 50 TCGA 1 100 100 0.0 0.0025 5 7660 -43 1881.5174175219445 1880.597394320234 50 TCGA 1 100 100 0.0 0.0025 5 7660 -44 1881.1882114932 1879.6956713499137 50 TCGA 1 100 100 0.0 0.0025 5 7660 -45 1880.944688863634 1879.5707388259657 50 TCGA 1 100 100 0.0 0.0025 5 7660 -46 1880.039113213886 1878.9376840255968 50 TCGA 1 100 100 0.0 0.0025 5 7660 -47 1879.673901538868 1878.1021740784 50 TCGA 1 100 100 0.0 0.0025 5 7660 -48 1879.2744118824296 1877.9828279581502 50 TCGA 1 100 100 0.0 0.0025 5 7660 -49 1878.9026963218726 1878.370172395179 50 TCGA 1 100 100 0.0 0.0025 5 7660 -50 1878.6173776293829 1877.468933412178 50 TCGA 1 100 100 0.0 0.0025 5 7660 -51 1878.050906277033 1877.0969299623116 50 TCGA 1 100 100 0.0 0.0025 5 7660 -52 1877.9537933005568 1877.1639557651538 50 TCGA 1 100 100 0.0 0.0025 5 7660 -53 1877.5452974738653 1876.858910028659 50 TCGA 1 100 100 0.0 0.0025 5 7660 -54 1877.4573243332036 1876.0406083150126 50 TCGA 1 100 100 0.0 0.0025 5 7660 -55 1877.0854940600714 1876.1643078674624 50 TCGA 1 100 100 0.0 0.0025 5 7660 -56 1876.8638019461705 1876.048384623312 50 TCGA 1 100 100 0.0 0.0025 5 7660 -57 1876.6856645034193 1876.285953080834 50 TCGA 1 100 100 0.0 0.0025 5 7660 -58 1876.4146681644113 1875.735495715884 50 TCGA 1 100 100 0.0 0.0025 5 7660 -59 1876.4748545511584 1875.4855355880968 50 TCGA 1 100 100 0.0 0.0025 5 7660 -60 1876.3039172675303 1875.4504480409862 50 TCGA 1 100 100 0.0 0.0025 5 7660 -61 1875.9629459306589 1874.9424705313677 50 TCGA 1 100 100 0.0 0.0025 5 7660 -62 1875.8755308879993 1874.7755323247095 50 TCGA 1 100 100 0.0 0.0025 5 7660 -63 1875.9596749531504 1874.6381063029994 50 TCGA 1 100 100 0.0 0.0025 5 7660 -64 1875.6934409913827 1874.5890745230056 50 TCGA 1 100 100 0.0 0.0025 5 7660 -65 1875.7437330608536 1874.6252570224167 50 TCGA 1 100 100 0.0 0.0025 5 7660 -66 1875.511057507421 1874.973114473736 50 TCGA 1 100 100 0.0 0.0025 5 7660 -67 1875.4651819061576 1874.462762420501 50 TCGA 1 100 100 0.0 0.0025 5 7660 -68 1875.5104838627924 1874.5030664798603 50 TCGA 1 100 100 0.0 0.0025 5 7660 -69 1875.3393642980348 1874.2993562784627 50 TCGA 1 100 100 0.0 0.0025 5 7660 -70 1875.1231185993136 1874.288151573296 50 TCGA 1 100 100 0.0 0.0025 5 7660 -71 1875.2189186693156 1874.0189442083465 50 TCGA 1 100 100 0.0 0.0025 5 7660 -72 1874.9068059451827 1873.893027147456 50 TCGA 1 100 100 0.0 0.0025 5 7660 -73 1874.9878583708596 1873.9804761110238 50 TCGA 1 100 100 0.0 0.0025 5 7660 -74 1874.9535233260983 1873.947165637759 50 TCGA 1 100 100 0.0 0.0025 5 7660 -75 1874.6471888510987 1873.629107451319 50 TCGA 1 100 100 0.0 0.0025 5 7660 -76 1874.6788427091253 1873.693467950102 50 TCGA 1 100 100 0.0 0.0025 5 7660 -77 1874.5306070700117 1873.7936232677057 50 TCGA 1 100 100 0.0 0.0025 5 7660 -78 1874.5120040394522 1873.5428019001256 50 TCGA 1 100 100 0.0 0.0025 5 7660 -79 1874.5321108552678 1873.4839725973618 50 TCGA 1 100 100 0.0 0.0025 5 7660 -80 1874.6911140933262 1873.683982044009 50 TCGA 1 100 100 0.0 0.0025 5 7660 -81 1874.2687813330606 1873.4704859747958 50 TCGA 1 100 100 0.0 0.0025 5 7660 -82 1874.3561999864617 1873.4025602867855 50 TCGA 1 100 100 0.0 0.0025 5 7660 -83 1874.416584418972 1873.8694798455167 50 TCGA 1 100 100 0.0 0.0025 5 7660 -84 1874.2988428949764 1872.8384108040202 50 TCGA 1 100 100 0.0 0.0025 5 7660 -85 1874.1281093389198 1873.1484914808418 50 TCGA 1 100 100 0.0 0.0025 5 7660 -86 1874.2667444933604 1873.757495362555 50 TCGA 1 100 100 0.0 0.0025 5 7660 -87 1874.2933746109663 1873.2003388524654 50 TCGA 1 100 100 0.0 0.0025 5 7660 -88 1873.9199338653868 1873.1319414455088 50 TCGA 1 100 100 0.0 0.0025 5 7660 -89 1874.0847480127568 1872.8556834465296 50 TCGA 1 100 100 0.0 0.0025 5 7660 -90 1873.9646928482575 1872.8523722126256 50 TCGA 1 100 100 0.0 0.0025 5 7660 -91 1873.8530987001766 1872.868190439502 50 TCGA 1 100 100 0.0 0.0025 5 7660 -92 1873.9394372922393 1872.9991455078125 50 TCGA 1 100 100 0.0 0.0025 5 7660 -93 1874.0382453823931 1873.4124473686793 50 TCGA 1 100 100 0.0 0.0025 5 7660 -94 1873.882038411531 1872.9275620043577 50 TCGA 1 100 100 0.0 0.0025 5 7660 -95 1873.8576475395291 1873.1247251884422 50 TCGA 1 100 100 0.0 0.0025 5 7660 -96 1873.7736036077329 1872.545499101955 50 TCGA 1 100 100 0.0 0.0025 5 7660 -97 1873.710405971605 1872.7486412776775 50 TCGA 1 100 100 0.0 0.0025 5 7660 -98 1873.4859786188513 1872.821814762288 50 TCGA 1 100 100 0.0 0.0025 5 7660 -99 1873.5466036357468 1873.2937876639055 50 TCGA 1 100 100 0.0 0.0025 5 7660 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index 402c034ff..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3696.0756156300577 2750.5589311302606 50 TCGA 1 100 100 1.0 0.0025 5 4209 -1 2233.263791724366 2128.8500522632694 50 TCGA 1 100 100 1.0 0.0025 5 4209 -2 2075.845497489867 2122.31788949631 50 TCGA 1 100 100 1.0 0.0025 5 4209 -3 2022.6959983773736 2020.0402684810772 50 TCGA 1 100 100 1.0 0.0025 5 4209 -4 2002.628277531345 2002.1030592415202 50 TCGA 1 100 100 1.0 0.0025 5 4209 -5 1983.4891369821025 1976.9894970457758 50 TCGA 1 100 100 1.0 0.0025 5 4209 -6 1968.598700585436 1973.4056537570666 50 TCGA 1 100 100 1.0 0.0025 5 4209 -7 1958.7481390510982 1955.1594980517823 50 TCGA 1 100 100 1.0 0.0025 5 4209 -8 1949.0115810240575 1952.8798693172896 50 TCGA 1 100 100 1.0 0.0025 5 4209 -9 1940.5141633718538 1932.8274165014525 50 TCGA 1 100 100 1.0 0.0025 5 4209 -10 1934.4868670520086 1930.4780954332207 50 TCGA 1 100 100 1.0 0.0025 5 4209 -11 1928.689097187644 1924.5114439384422 50 TCGA 1 100 100 1.0 0.0025 5 4209 -12 1924.7386311512864 1921.6713989871232 50 TCGA 1 100 100 1.0 0.0025 5 4209 -13 1920.7040909210318 1917.9294427459563 50 TCGA 1 100 100 1.0 0.0025 5 4209 -14 1916.3783261469132 1916.9887008283606 50 TCGA 1 100 100 1.0 0.0025 5 4209 -15 1913.0199567452248 1910.6537270090687 50 TCGA 1 100 100 1.0 0.0025 5 4209 -16 1910.7703313903094 1907.1065348716238 50 TCGA 1 100 100 1.0 0.0025 5 4209 -17 1908.02356352169 1904.6136088155622 50 TCGA 1 100 100 1.0 0.0025 5 4209 -18 1905.3055720499071 1903.404353922935 50 TCGA 1 100 100 1.0 0.0025 5 4209 -19 1903.448859283655 1899.55554076535 50 TCGA 1 100 100 1.0 0.0025 5 4209 -20 1901.4394910037217 1900.2172569389918 50 TCGA 1 100 100 1.0 0.0025 5 4209 -21 1899.8386272843866 1898.1270745818938 50 TCGA 1 100 100 1.0 0.0025 5 4209 -22 1897.8714282817907 1897.2821596998665 50 TCGA 1 100 100 1.0 0.0025 5 4209 -23 1897.1096174238196 1895.68690682416 50 TCGA 1 100 100 1.0 0.0025 5 4209 -24 1895.6529367018763 1894.5059808318938 50 TCGA 1 100 100 1.0 0.0025 5 4209 -25 1894.0855346502556 1892.499830696451 50 TCGA 1 100 100 1.0 0.0025 5 4209 -26 1893.2284697890216 1891.8624868728407 50 TCGA 1 100 100 1.0 0.0025 5 4209 -27 1892.0911526914713 1891.609465785961 50 TCGA 1 100 100 1.0 0.0025 5 4209 -28 1891.3719492232192 1889.844357897888 50 TCGA 1 100 100 1.0 0.0025 5 4209 -29 1890.169852862149 1889.7344737604035 50 TCGA 1 100 100 1.0 0.0025 5 4209 -30 1889.5340671004933 1888.0302047346106 50 TCGA 1 100 100 1.0 0.0025 5 4209 -31 1888.7332532175658 1887.4660975777324 50 TCGA 1 100 100 1.0 0.0025 5 4209 -32 1888.12684431224 1887.2041641312028 50 TCGA 1 100 100 1.0 0.0025 5 4209 -33 1887.5012158252177 1886.8364582924387 50 TCGA 1 100 100 1.0 0.0025 5 4209 -34 1887.0580577797118 1885.5461904247802 50 TCGA 1 100 100 1.0 0.0025 5 4209 -35 1886.2489549287902 1884.952099977426 50 TCGA 1 100 100 1.0 0.0025 5 4209 -36 1885.7524408339816 1884.646553691308 50 TCGA 1 100 100 1.0 0.0025 5 4209 -37 1885.2729230579062 1883.9968568428078 50 TCGA 1 100 100 1.0 0.0025 5 4209 -38 1884.7385755049916 1883.6217378395886 50 TCGA 1 100 100 1.0 0.0025 5 4209 -39 1884.2612468465284 1883.5961472401068 50 TCGA 1 100 100 1.0 0.0025 5 4209 -40 1883.8378280161055 1882.4779978996546 50 TCGA 1 100 100 1.0 0.0025 5 4209 -41 1883.1668214334923 1881.8907188530543 50 TCGA 1 100 100 1.0 0.0025 5 4209 -42 1882.554524144606 1881.4297985287767 50 TCGA 1 100 100 1.0 0.0025 5 4209 -43 1882.2200566932736 1881.0946449778187 50 TCGA 1 100 100 1.0 0.0025 5 4209 -44 1881.9431395012828 1880.5014764987045 50 TCGA 1 100 100 1.0 0.0025 5 4209 -45 1881.3217570282197 1880.078050162924 50 TCGA 1 100 100 1.0 0.0025 5 4209 -46 1881.0196456083138 1879.2122428548994 50 TCGA 1 100 100 1.0 0.0025 5 4209 -47 1880.3680456574307 1878.9648247340217 50 TCGA 1 100 100 1.0 0.0025 5 4209 -48 1880.0131767810303 1879.229433299309 50 TCGA 1 100 100 1.0 0.0025 5 4209 -49 1879.6143678788003 1878.6643342444645 50 TCGA 1 100 100 1.0 0.0025 5 4209 -50 1879.5265046000575 1878.8503246211526 50 TCGA 1 100 100 1.0 0.0025 5 4209 -51 1878.6950777336774 1877.8995569890467 50 TCGA 1 100 100 1.0 0.0025 5 4209 -52 1878.6418251014604 1877.5433668587077 50 TCGA 1 100 100 1.0 0.0025 5 4209 -53 1878.2617525955918 1876.488222361809 50 TCGA 1 100 100 1.0 0.0025 5 4209 -54 1877.86130084687 1877.138864488458 50 TCGA 1 100 100 1.0 0.0025 5 4209 -55 1877.7561878434701 1876.7051805659155 50 TCGA 1 100 100 1.0 0.0025 5 4209 -56 1877.3771850299804 1876.2056915436558 50 TCGA 1 100 100 1.0 0.0025 5 4209 -57 1877.0609357314179 1876.0964502689228 50 TCGA 1 100 100 1.0 0.0025 5 4209 -58 1877.0907059950625 1875.680047576751 50 TCGA 1 100 100 1.0 0.0025 5 4209 -59 1876.8357362250076 1876.123157290358 50 TCGA 1 100 100 1.0 0.0025 5 4209 -60 1876.7295453403394 1875.1661892224795 50 TCGA 1 100 100 1.0 0.0025 5 4209 -61 1876.2942589973682 1875.070116819449 50 TCGA 1 100 100 1.0 0.0025 5 4209 -62 1876.2959295580038 1874.933444075848 50 TCGA 1 100 100 1.0 0.0025 5 4209 -63 1875.7478638035948 1874.8153339941896 50 TCGA 1 100 100 1.0 0.0025 5 4209 -64 1875.925922028041 1874.6963135992462 50 TCGA 1 100 100 1.0 0.0025 5 4209 -65 1875.6724637824918 1874.6572719554806 50 TCGA 1 100 100 1.0 0.0025 5 4209 -66 1875.7547381648342 1874.8620439845713 50 TCGA 1 100 100 1.0 0.0025 5 4209 -67 1875.7872551944536 1874.724705681729 50 TCGA 1 100 100 1.0 0.0025 5 4209 -68 1875.2438406064475 1874.997291143216 50 TCGA 1 100 100 1.0 0.0025 5 4209 -69 1875.2650431664824 1874.4282643687186 50 TCGA 1 100 100 1.0 0.0025 5 4209 -70 1875.3731827478828 1874.4937474236417 50 TCGA 1 100 100 1.0 0.0025 5 4209 -71 1874.9121794506354 1874.2554134196373 50 TCGA 1 100 100 1.0 0.0025 5 4209 -72 1875.065653798729 1873.804159959956 50 TCGA 1 100 100 1.0 0.0025 5 4209 -73 1874.9554597326842 1873.84897510011 50 TCGA 1 100 100 1.0 0.0025 5 4209 -74 1875.0189643908404 1874.4057463832837 50 TCGA 1 100 100 1.0 0.0025 5 4209 -75 1874.814430125258 1873.975596365617 50 TCGA 1 100 100 1.0 0.0025 5 4209 -76 1874.649901471722 1873.854661491049 50 TCGA 1 100 100 1.0 0.0025 5 4209 -77 1874.5003187535317 1873.3767138917242 50 TCGA 1 100 100 1.0 0.0025 5 4209 -78 1874.4954352733853 1873.3123742491755 50 TCGA 1 100 100 1.0 0.0025 5 4209 -79 1874.63161690856 1873.8699251874607 50 TCGA 1 100 100 1.0 0.0025 5 4209 -80 1874.56087952648 1873.4661711879712 50 TCGA 1 100 100 1.0 0.0025 5 4209 -81 1874.4029740083297 1873.375201201319 50 TCGA 1 100 100 1.0 0.0025 5 4209 -82 1874.3715601079177 1873.4011831619032 50 TCGA 1 100 100 1.0 0.0025 5 4209 -83 1874.3601643353359 1872.9989246770965 50 TCGA 1 100 100 1.0 0.0025 5 4209 -84 1874.314580577361 1873.6394478495995 50 TCGA 1 100 100 1.0 0.0025 5 4209 -85 1874.1620382229548 1873.0217990587705 50 TCGA 1 100 100 1.0 0.0025 5 4209 -86 1874.1708945678752 1872.9616981391332 50 TCGA 1 100 100 1.0 0.0025 5 4209 -87 1874.212788815716 1873.3461791378768 50 TCGA 1 100 100 1.0 0.0025 5 4209 -88 1874.118208985574 1873.1052614144944 50 TCGA 1 100 100 1.0 0.0025 5 4209 -89 1874.3030146502906 1873.6494269442917 50 TCGA 1 100 100 1.0 0.0025 5 4209 -90 1874.2742658858454 1873.2847041604507 50 TCGA 1 100 100 1.0 0.0025 5 4209 -91 1874.0639403315843 1872.9141686214275 50 TCGA 1 100 100 1.0 0.0025 5 4209 -92 1873.795774432375 1873.100047969339 50 TCGA 1 100 100 1.0 0.0025 5 4209 -93 1874.0066033512478 1873.0509474864557 50 TCGA 1 100 100 1.0 0.0025 5 4209 -94 1873.9476871960983 1873.1550231626884 50 TCGA 1 100 100 1.0 0.0025 5 4209 -95 1873.8967626746019 1873.2844226012876 50 TCGA 1 100 100 1.0 0.0025 5 4209 -96 1873.8363362348616 1872.6803101199357 50 TCGA 1 100 100 1.0 0.0025 5 4209 -97 1873.7813142575726 1872.6953394904208 50 TCGA 1 100 100 1.0 0.0025 5 4209 -98 1873.9976342013138 1873.0742377659783 50 TCGA 1 100 100 1.0 0.0025 5 4209 -99 1873.6486933040012 1872.480718411393 50 TCGA 1 100 100 1.0 0.0025 5 4209 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 3abb7b30c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3717.41266616496 3009.3798374195194 50 TCGA 1 50 100 0.5 0.0025 5 7868 -1 2232.244644725385 2213.7665009618404 50 TCGA 1 50 100 0.5 0.0025 5 7868 -2 2066.313777248699 2037.9684089392274 50 TCGA 1 50 100 0.5 0.0025 5 7868 -3 2027.6270895156495 2013.3995576024654 50 TCGA 1 50 100 0.5 0.0025 5 7868 -4 2000.6167063857313 1974.7159356352072 50 TCGA 1 50 100 0.5 0.0025 5 7868 -5 1982.1479578300277 1992.847725566308 50 TCGA 1 50 100 0.5 0.0025 5 7868 -6 1969.7442163415674 1973.8051512445038 50 TCGA 1 50 100 0.5 0.0025 5 7868 -7 1959.759903800582 1951.236399281564 50 TCGA 1 50 100 0.5 0.0025 5 7868 -8 1951.2035701839848 1942.475765669166 50 TCGA 1 50 100 0.5 0.0025 5 7868 -9 1944.1147427963936 1937.8385095644237 50 TCGA 1 50 100 0.5 0.0025 5 7868 -10 1938.088866165592 1927.194553701123 50 TCGA 1 50 100 0.5 0.0025 5 7868 -11 1931.7413708865342 1926.6364930119346 50 TCGA 1 50 100 0.5 0.0025 5 7868 -12 1927.3916149154306 1918.5957233678157 50 TCGA 1 50 100 0.5 0.0025 5 7868 -13 1922.1764954682878 1913.7232064865343 50 TCGA 1 50 100 0.5 0.0025 5 7868 -14 1917.78613854881 1910.0440545010208 50 TCGA 1 50 100 0.5 0.0025 5 7868 -15 1915.1403235916528 1911.1524406701476 50 TCGA 1 50 100 0.5 0.0025 5 7868 -16 1911.551127758552 1906.1968374587782 50 TCGA 1 50 100 0.5 0.0025 5 7868 -17 1909.4580944430443 1902.6469806306925 50 TCGA 1 50 100 0.5 0.0025 5 7868 -18 1906.3587629997594 1900.282379917164 50 TCGA 1 50 100 0.5 0.0025 5 7868 -19 1904.3593624645957 1898.7328715108747 50 TCGA 1 50 100 0.5 0.0025 5 7868 -20 1901.9503744052768 1896.2581995671717 50 TCGA 1 50 100 0.5 0.0025 5 7868 -21 1900.5690733344045 1895.35974918538 50 TCGA 1 50 100 0.5 0.0025 5 7868 -22 1899.2350877194895 1893.487881914455 50 TCGA 1 50 100 0.5 0.0025 5 7868 -23 1897.674896236828 1892.401411967062 50 TCGA 1 50 100 0.5 0.0025 5 7868 -24 1895.9856481065653 1890.668515919441 50 TCGA 1 50 100 0.5 0.0025 5 7868 -25 1894.6028201008153 1889.551219844339 50 TCGA 1 50 100 0.5 0.0025 5 7868 -26 1893.5322206490594 1888.4735886463568 50 TCGA 1 50 100 0.5 0.0025 5 7868 -27 1892.806944635806 1887.9215081756438 50 TCGA 1 50 100 0.5 0.0025 5 7868 -28 1891.7438044172802 1887.224413694449 50 TCGA 1 50 100 0.5 0.0025 5 7868 -29 1890.90127836326 1885.7787674947 50 TCGA 1 50 100 0.5 0.0025 5 7868 -30 1890.1240254131887 1885.1240651499686 50 TCGA 1 50 100 0.5 0.0025 5 7868 -31 1889.046390997138 1884.768693933535 50 TCGA 1 50 100 0.5 0.0025 5 7868 -32 1888.719505516995 1883.6913657643688 50 TCGA 1 50 100 0.5 0.0025 5 7868 -33 1888.1645091282815 1882.5602328046482 50 TCGA 1 50 100 0.5 0.0025 5 7868 -34 1887.3353956571473 1882.7354926487908 50 TCGA 1 50 100 0.5 0.0025 5 7868 -35 1886.934206908403 1882.4619846056455 50 TCGA 1 50 100 0.5 0.0025 5 7868 -36 1886.486393200099 1881.267385511542 50 TCGA 1 50 100 0.5 0.0025 5 7868 -37 1885.7463893947863 1881.1728037158448 50 TCGA 1 50 100 0.5 0.0025 5 7868 -38 1885.2977120925013 1880.2822811567603 50 TCGA 1 50 100 0.5 0.0025 5 7868 -39 1884.8583445625122 1880.1082475365106 50 TCGA 1 50 100 0.5 0.0025 5 7868 -40 1884.5105494284073 1879.224563368601 50 TCGA 1 50 100 0.5 0.0025 5 7868 -41 1883.9338464746518 1879.326670584367 50 TCGA 1 50 100 0.5 0.0025 5 7868 -42 1883.489280103719 1878.705174431729 50 TCGA 1 50 100 0.5 0.0025 5 7868 -43 1882.9790202022757 1877.9808343475188 50 TCGA 1 50 100 0.5 0.0025 5 7868 -44 1882.6157000925223 1877.8752257380654 50 TCGA 1 50 100 0.5 0.0025 5 7868 -45 1882.1412865559641 1877.8553221429413 50 TCGA 1 50 100 0.5 0.0025 5 7868 -46 1881.5164322527887 1876.6434804638427 50 TCGA 1 50 100 0.5 0.0025 5 7868 -47 1881.2249629279042 1876.7721646562893 50 TCGA 1 50 100 0.5 0.0025 5 7868 -48 1880.880044451089 1875.5058532408134 50 TCGA 1 50 100 0.5 0.0025 5 7868 -49 1880.1708419873041 1875.759606749568 50 TCGA 1 50 100 0.5 0.0025 5 7868 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index eb6c15c6b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3711.0635216899555 2740.004178607883 50 TCGA 1 50 100 0.0 0.0025 5 1844 -1 2217.8519320219193 2153.677046119268 50 TCGA 1 50 100 0.0 0.0025 5 1844 -2 2071.951540238757 2080.7792281721104 50 TCGA 1 50 100 0.0 0.0025 5 1844 -3 2019.0517790954366 2025.1361777147456 50 TCGA 1 50 100 0.0 0.0025 5 1844 -4 2002.8039795630398 1979.1451937421482 50 TCGA 1 50 100 0.0 0.0025 5 1844 -5 1980.479572046201 1957.2695907516097 50 TCGA 1 50 100 0.0 0.0025 5 1844 -6 1968.5647775194636 1961.729411829656 50 TCGA 1 50 100 0.0 0.0025 5 1844 -7 1958.5640403423104 1957.5733299063677 50 TCGA 1 50 100 0.0 0.0025 5 1844 -8 1947.676860153176 1941.163131943899 50 TCGA 1 50 100 0.0 0.0025 5 1844 -9 1939.4019214022517 1933.891973907624 50 TCGA 1 50 100 0.0 0.0025 5 1844 -10 1933.4816753916714 1927.5280356862438 50 TCGA 1 50 100 0.0 0.0025 5 1844 -11 1928.3949216324672 1924.046545594182 50 TCGA 1 50 100 0.0 0.0025 5 1844 -12 1924.52956116765 1922.3238365901775 50 TCGA 1 50 100 0.0 0.0025 5 1844 -13 1919.5937937921626 1916.1312679118248 50 TCGA 1 50 100 0.0 0.0025 5 1844 -14 1916.5553376650967 1914.4192790122488 50 TCGA 1 50 100 0.0 0.0025 5 1844 -15 1912.5176117117085 1912.1203742099167 50 TCGA 1 50 100 0.0 0.0025 5 1844 -16 1909.8205231220438 1906.6743550516253 50 TCGA 1 50 100 0.0 0.0025 5 1844 -17 1908.0485228334026 1906.628467655661 50 TCGA 1 50 100 0.0 0.0025 5 1844 -18 1905.42849842152 1903.3370011679492 50 TCGA 1 50 100 0.0 0.0025 5 1844 -19 1904.1312842434545 1904.6335565768295 50 TCGA 1 50 100 0.0 0.0025 5 1844 -20 1901.4148799854938 1898.6961418420226 50 TCGA 1 50 100 0.0 0.0025 5 1844 -21 1899.7804664691014 1899.4348561655936 50 TCGA 1 50 100 0.0 0.0025 5 1844 -22 1898.8553959084004 1897.1945457266802 50 TCGA 1 50 100 0.0 0.0025 5 1844 -23 1897.099752482991 1894.6396760413395 50 TCGA 1 50 100 0.0 0.0025 5 1844 -24 1895.7050397557623 1895.128083042164 50 TCGA 1 50 100 0.0 0.0025 5 1844 -25 1894.4228705291118 1893.0125247821136 50 TCGA 1 50 100 0.0 0.0025 5 1844 -26 1893.427639078676 1891.1812142990343 50 TCGA 1 50 100 0.0 0.0025 5 1844 -27 1892.2545885030067 1890.6576087223225 50 TCGA 1 50 100 0.0 0.0025 5 1844 -28 1891.437099085068 1890.3947385855056 50 TCGA 1 50 100 0.0 0.0025 5 1844 -29 1890.800264546083 1889.590182357098 50 TCGA 1 50 100 0.0 0.0025 5 1844 -30 1889.7685027745756 1887.861745249686 50 TCGA 1 50 100 0.0 0.0025 5 1844 -31 1889.1173199256466 1887.4589297807397 50 TCGA 1 50 100 0.0 0.0025 5 1844 -32 1888.648251022235 1886.7668383421012 50 TCGA 1 50 100 0.0 0.0025 5 1844 -33 1887.9748492781134 1886.7993961506752 50 TCGA 1 50 100 0.0 0.0025 5 1844 -34 1886.8732755371257 1885.62049137288 50 TCGA 1 50 100 0.0 0.0025 5 1844 -35 1886.6743154660946 1885.2836730036904 50 TCGA 1 50 100 0.0 0.0025 5 1844 -36 1885.7882951288727 1884.235046693428 50 TCGA 1 50 100 0.0 0.0025 5 1844 -37 1885.403646764405 1884.2102964775047 50 TCGA 1 50 100 0.0 0.0025 5 1844 -38 1884.9490668263495 1883.1645753179962 50 TCGA 1 50 100 0.0 0.0025 5 1844 -39 1884.3214863316132 1882.430890413984 50 TCGA 1 50 100 0.0 0.0025 5 1844 -40 1883.5876516211656 1882.1682061430197 50 TCGA 1 50 100 0.0 0.0025 5 1844 -41 1883.0844761988642 1882.2672744827653 50 TCGA 1 50 100 0.0 0.0025 5 1844 -42 1882.8212822634057 1881.116399870446 50 TCGA 1 50 100 0.0 0.0025 5 1844 -43 1882.226301150445 1880.476812161393 50 TCGA 1 50 100 0.0 0.0025 5 1844 -44 1881.8810384677768 1880.7091886434123 50 TCGA 1 50 100 0.0 0.0025 5 1844 -45 1881.2225596865103 1879.6548716482805 50 TCGA 1 50 100 0.0 0.0025 5 1844 -46 1881.000199408307 1879.690185546875 50 TCGA 1 50 100 0.0 0.0025 5 1844 -47 1880.2798784905106 1879.1088241500472 50 TCGA 1 50 100 0.0 0.0025 5 1844 -48 1880.0348454128487 1878.1798617108982 50 TCGA 1 50 100 0.0 0.0025 5 1844 -49 1879.5712859831506 1877.8333954930904 50 TCGA 1 50 100 0.0 0.0025 5 1844 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index 109d0935d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.0025lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3701.249427023018 3353.408003150518 50 TCGA 1 50 100 1.0 0.0025 5 4141 -1 2230.880678810676 2137.7564556179336 50 TCGA 1 50 100 1.0 0.0025 5 4141 -2 2070.9598072152917 2034.399203659901 50 TCGA 1 50 100 1.0 0.0025 5 4141 -3 2023.8652512024178 2026.8578304118248 50 TCGA 1 50 100 1.0 0.0025 5 4141 -4 2001.8364366407252 1999.524029449003 50 TCGA 1 50 100 1.0 0.0025 5 4141 -5 1982.4657566135704 1980.7283414141018 50 TCGA 1 50 100 1.0 0.0025 5 4141 -6 1972.2667408417426 1959.9799363026068 50 TCGA 1 50 100 1.0 0.0025 5 4141 -7 1961.2234230761098 1951.2298350885285 50 TCGA 1 50 100 1.0 0.0025 5 4141 -8 1951.8921417839254 1949.3829167811714 50 TCGA 1 50 100 1.0 0.0025 5 4141 -9 1943.1081693121093 1939.5380816435695 50 TCGA 1 50 100 1.0 0.0025 5 4141 -10 1939.3959816916604 1931.0884899350267 50 TCGA 1 50 100 1.0 0.0025 5 4141 -11 1932.520935664926 1925.4393457767353 50 TCGA 1 50 100 1.0 0.0025 5 4141 -12 1926.9713492842175 1921.7405183878377 50 TCGA 1 50 100 1.0 0.0025 5 4141 -13 1922.3907218768747 1916.9964599609375 50 TCGA 1 50 100 1.0 0.0025 5 4141 -14 1917.853619764234 1913.846435546875 50 TCGA 1 50 100 1.0 0.0025 5 4141 -15 1914.8627712225486 1911.750517111927 50 TCGA 1 50 100 1.0 0.0025 5 4141 -16 1911.8937181110214 1907.8596964313756 50 TCGA 1 50 100 1.0 0.0025 5 4141 -17 1909.1391837691367 1904.9316338773947 50 TCGA 1 50 100 1.0 0.0025 5 4141 -18 1906.5398051954564 1904.3575237024968 50 TCGA 1 50 100 1.0 0.0025 5 4141 -19 1904.5315494326585 1901.6025752542007 50 TCGA 1 50 100 1.0 0.0025 5 4141 -20 1902.773386786114 1900.638871236063 50 TCGA 1 50 100 1.0 0.0025 5 4141 -21 1901.0939553081225 1898.9257199081344 50 TCGA 1 50 100 1.0 0.0025 5 4141 -22 1899.3172554146406 1896.7614684751884 50 TCGA 1 50 100 1.0 0.0025 5 4141 -23 1897.661786179575 1895.810821073139 50 TCGA 1 50 100 1.0 0.0025 5 4141 -24 1896.2654856935064 1896.6933563079067 50 TCGA 1 50 100 1.0 0.0025 5 4141 -25 1895.4936653560446 1894.538700582993 50 TCGA 1 50 100 1.0 0.0025 5 4141 -26 1894.0474906246077 1893.889569919912 50 TCGA 1 50 100 1.0 0.0025 5 4141 -27 1893.082187683671 1892.3664704135913 50 TCGA 1 50 100 1.0 0.0025 5 4141 -28 1892.2914318685514 1891.581052847244 50 TCGA 1 50 100 1.0 0.0025 5 4141 -29 1891.53756804817 1889.955438201751 50 TCGA 1 50 100 1.0 0.0025 5 4141 -30 1890.5793471746724 1889.8720236926822 50 TCGA 1 50 100 1.0 0.0025 5 4141 -31 1890.1574889612139 1889.1099994601916 50 TCGA 1 50 100 1.0 0.0025 5 4141 -32 1889.2229254341828 1888.2615629416614 50 TCGA 1 50 100 1.0 0.0025 5 4141 -33 1888.4865919407596 1888.1251570351758 50 TCGA 1 50 100 1.0 0.0025 5 4141 -34 1887.6274367599751 1887.560611283959 50 TCGA 1 50 100 1.0 0.0025 5 4141 -35 1887.2037754376056 1886.665992315091 50 TCGA 1 50 100 1.0 0.0025 5 4141 -36 1886.5249288588552 1885.8220343661667 50 TCGA 1 50 100 1.0 0.0025 5 4141 -37 1885.9336204149852 1885.5187742913788 50 TCGA 1 50 100 1.0 0.0025 5 4141 -38 1885.5708233313524 1884.8489898221576 50 TCGA 1 50 100 1.0 0.0025 5 4141 -39 1885.1086968482505 1884.2209797768137 50 TCGA 1 50 100 1.0 0.0025 5 4141 -40 1884.0482197491262 1883.595079278227 50 TCGA 1 50 100 1.0 0.0025 5 4141 -41 1883.758214627596 1883.230420289926 50 TCGA 1 50 100 1.0 0.0025 5 4141 -42 1883.5247078542266 1882.7771002227937 50 TCGA 1 50 100 1.0 0.0025 5 4141 -43 1882.536652595766 1882.3444137189856 50 TCGA 1 50 100 1.0 0.0025 5 4141 -44 1882.1879399381905 1881.679648241206 50 TCGA 1 50 100 1.0 0.0025 5 4141 -45 1881.5767230649042 1881.1190338901538 50 TCGA 1 50 100 1.0 0.0025 5 4141 -46 1881.4957076050446 1880.7007811273163 50 TCGA 1 50 100 1.0 0.0025 5 4141 -47 1880.730240551139 1880.1342233629082 50 TCGA 1 50 100 1.0 0.0025 5 4141 -48 1880.2769597851147 1879.6730251599795 50 TCGA 1 50 100 1.0 0.0025 5 4141 -49 1879.3894014900345 1879.1535577055197 50 TCGA 1 50 100 1.0 0.0025 5 4141 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 051029089..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4645.4080906878735 4257.832276617462 100 TCGA 1 100 100 0.5 0.002 5 1382 -1 3164.0529941848804 3538.852234806847 100 TCGA 1 100 100 0.5 0.002 5 1382 -2 2420.8677345886467 2321.976441043106 100 TCGA 1 100 100 0.5 0.002 5 1382 -3 2207.4950893643527 2203.499044293734 100 TCGA 1 100 100 0.5 0.002 5 1382 -4 2123.5299867855038 2095.449320577497 100 TCGA 1 100 100 0.5 0.002 5 1382 -5 2085.7606241639432 2110.649073001727 100 TCGA 1 100 100 0.5 0.002 5 1382 -6 2059.9388484824967 2052.2021122457995 100 TCGA 1 100 100 0.5 0.002 5 1382 -7 2036.9960143954404 2050.528970536275 100 TCGA 1 100 100 0.5 0.002 5 1382 -8 2028.4816567520702 2018.3841086536197 100 TCGA 1 100 100 0.5 0.002 5 1382 -9 2017.2732560636475 2014.2648815365892 100 TCGA 1 100 100 0.5 0.002 5 1382 -10 2007.6811297663967 2006.9015530533527 100 TCGA 1 100 100 0.5 0.002 5 1382 -11 1994.8782463290886 2004.377695974992 100 TCGA 1 100 100 0.5 0.002 5 1382 -12 1993.3832868560507 1992.9309769060144 100 TCGA 1 100 100 0.5 0.002 5 1382 -13 1983.584180772085 1977.7394461320273 100 TCGA 1 100 100 0.5 0.002 5 1382 -14 1975.8150284455576 1979.1126408409234 100 TCGA 1 100 100 0.5 0.002 5 1382 -15 1970.5385483985422 1959.5896627914965 100 TCGA 1 100 100 0.5 0.002 5 1382 -16 1965.732334113544 1960.784970997566 100 TCGA 1 100 100 0.5 0.002 5 1382 -17 1960.6071306857325 1957.2471402422268 100 TCGA 1 100 100 0.5 0.002 5 1382 -18 1956.6056904222753 1954.348463508951 100 TCGA 1 100 100 0.5 0.002 5 1382 -19 1952.4498790933 1940.8531580019237 100 TCGA 1 100 100 0.5 0.002 5 1382 -20 1947.2073888769107 1941.188082747723 100 TCGA 1 100 100 0.5 0.002 5 1382 -21 1944.249577911135 1945.071401318114 100 TCGA 1 100 100 0.5 0.002 5 1382 -22 1942.609063672333 1944.2186481725032 100 TCGA 1 100 100 0.5 0.002 5 1382 -23 1939.6424465168798 1941.3904747124293 100 TCGA 1 100 100 0.5 0.002 5 1382 -24 1936.0290743306966 1932.0933083385678 100 TCGA 1 100 100 0.5 0.002 5 1382 -25 1932.8041350565554 1928.911476940366 100 TCGA 1 100 100 0.5 0.002 5 1382 -26 1931.9708602808191 1924.9040944468436 100 TCGA 1 100 100 0.5 0.002 5 1382 -27 1928.214943978733 1921.64317130084 100 TCGA 1 100 100 0.5 0.002 5 1382 -28 1926.0694451317722 1921.71428247193 100 TCGA 1 100 100 0.5 0.002 5 1382 -29 1924.4036120876615 1916.802440547464 100 TCGA 1 100 100 0.5 0.002 5 1382 -30 1922.019275514126 1917.8404449002826 100 TCGA 1 100 100 0.5 0.002 5 1382 -31 1919.4107084481866 1915.710479276264 100 TCGA 1 100 100 0.5 0.002 5 1382 -32 1918.099720054445 1913.6068268589038 100 TCGA 1 100 100 0.5 0.002 5 1382 -33 1917.5106875358622 1911.5786513132066 100 TCGA 1 100 100 0.5 0.002 5 1382 -34 1913.9334914229494 1912.5513909881438 100 TCGA 1 100 100 0.5 0.002 5 1382 -35 1914.0441204266485 1911.2069858570194 100 TCGA 1 100 100 0.5 0.002 5 1382 -36 1912.8798856465914 1908.5341625117776 100 TCGA 1 100 100 0.5 0.002 5 1382 -37 1910.8109913640874 1906.6884918979663 100 TCGA 1 100 100 0.5 0.002 5 1382 -38 1909.868518473807 1908.481680251845 100 TCGA 1 100 100 0.5 0.002 5 1382 -39 1908.4171710622697 1904.3427568751963 100 TCGA 1 100 100 0.5 0.002 5 1382 -40 1907.652626368866 1902.3830063402952 100 TCGA 1 100 100 0.5 0.002 5 1382 -41 1905.7838619422507 1903.5709535224953 100 TCGA 1 100 100 0.5 0.002 5 1382 -42 1904.677432326257 1902.0523914739715 100 TCGA 1 100 100 0.5 0.002 5 1382 -43 1903.7054736033815 1899.4415412021042 100 TCGA 1 100 100 0.5 0.002 5 1382 -44 1902.9943086947962 1899.5059440267744 100 TCGA 1 100 100 0.5 0.002 5 1382 -45 1902.3307941963476 1897.1410875176664 100 TCGA 1 100 100 0.5 0.002 5 1382 -46 1901.5496092850722 1898.6829975070666 100 TCGA 1 100 100 0.5 0.002 5 1382 -47 1900.821913938781 1895.3222680786746 100 TCGA 1 100 100 0.5 0.002 5 1382 -48 1899.9959824029083 1896.2589148133245 100 TCGA 1 100 100 0.5 0.002 5 1382 -49 1898.9305094682634 1896.2475990793812 100 TCGA 1 100 100 0.5 0.002 5 1382 -50 1898.2025498293224 1893.8592682651538 100 TCGA 1 100 100 0.5 0.002 5 1382 -51 1897.50410559018 1893.7469255456972 100 TCGA 1 100 100 0.5 0.002 5 1382 -52 1897.058688555808 1892.511936513623 100 TCGA 1 100 100 0.5 0.002 5 1382 -53 1896.1457533701707 1892.737097965413 100 TCGA 1 100 100 0.5 0.002 5 1382 -54 1895.5229680627328 1891.7521567799938 100 TCGA 1 100 100 0.5 0.002 5 1382 -55 1895.1075955584774 1891.321409905975 100 TCGA 1 100 100 0.5 0.002 5 1382 -56 1894.3654465639693 1889.9501677086605 100 TCGA 1 100 100 0.5 0.002 5 1382 -57 1893.7660130388915 1888.8990877237752 100 TCGA 1 100 100 0.5 0.002 5 1382 -58 1893.4919473925052 1889.0250722607177 100 TCGA 1 100 100 0.5 0.002 5 1382 -59 1892.6550700505645 1888.3533880339196 100 TCGA 1 100 100 0.5 0.002 5 1382 -60 1892.4365148943493 1888.6846635521356 100 TCGA 1 100 100 0.5 0.002 5 1382 -61 1892.2464856585163 1888.633015541575 100 TCGA 1 100 100 0.5 0.002 5 1382 -62 1891.2956616546123 1887.8785682563207 100 TCGA 1 100 100 0.5 0.002 5 1382 -63 1890.935904052271 1886.8172521543263 100 TCGA 1 100 100 0.5 0.002 5 1382 -64 1890.3327690539236 1886.5959834573257 100 TCGA 1 100 100 0.5 0.002 5 1382 -65 1889.7453978851793 1885.900540299152 100 TCGA 1 100 100 0.5 0.002 5 1382 -66 1889.4945042334787 1886.2049223166614 100 TCGA 1 100 100 0.5 0.002 5 1382 -67 1889.1676847685899 1885.4469423533685 100 TCGA 1 100 100 0.5 0.002 5 1382 -68 1889.0265443999663 1885.5844450524105 100 TCGA 1 100 100 0.5 0.002 5 1382 -69 1888.3039178943006 1884.7028728849325 100 TCGA 1 100 100 0.5 0.002 5 1382 -70 1888.1378171375545 1884.5760608462233 100 TCGA 1 100 100 0.5 0.002 5 1382 -71 1887.780141025479 1883.9669508430827 100 TCGA 1 100 100 0.5 0.002 5 1382 -72 1887.295735122982 1884.1177395767902 100 TCGA 1 100 100 0.5 0.002 5 1382 -73 1887.0880159109163 1883.4444549407192 100 TCGA 1 100 100 0.5 0.002 5 1382 -74 1886.808757037267 1883.0785727956188 100 TCGA 1 100 100 0.5 0.002 5 1382 -75 1886.6632015221032 1882.8493272024184 100 TCGA 1 100 100 0.5 0.002 5 1382 -76 1886.2532356739948 1882.505123272613 100 TCGA 1 100 100 0.5 0.002 5 1382 -77 1886.0179837679593 1882.3210105704302 100 TCGA 1 100 100 0.5 0.002 5 1382 -78 1885.7308117976904 1882.2033396965296 100 TCGA 1 100 100 0.5 0.002 5 1382 -79 1885.5101456657585 1881.725339956619 100 TCGA 1 100 100 0.5 0.002 5 1382 -80 1885.032765898272 1881.6215329577576 100 TCGA 1 100 100 0.5 0.002 5 1382 -81 1884.6099040621905 1881.586928171129 100 TCGA 1 100 100 0.5 0.002 5 1382 -82 1884.670180186082 1881.248875603604 100 TCGA 1 100 100 0.5 0.002 5 1382 -83 1884.3333153250442 1880.5243649890076 100 TCGA 1 100 100 0.5 0.002 5 1382 -84 1884.2198006985163 1880.4594401450613 100 TCGA 1 100 100 0.5 0.002 5 1382 -85 1883.8865237427099 1880.2677320930827 100 TCGA 1 100 100 0.5 0.002 5 1382 -86 1883.6162659842755 1880.2001094338882 100 TCGA 1 100 100 0.5 0.002 5 1382 -87 1883.2401297861263 1879.6300337134894 100 TCGA 1 100 100 0.5 0.002 5 1382 -88 1883.074743670057 1879.8854649222676 100 TCGA 1 100 100 0.5 0.002 5 1382 -89 1882.7626674212254 1879.4086601218985 100 TCGA 1 100 100 0.5 0.002 5 1382 -90 1882.6945467911762 1879.7133390340373 100 TCGA 1 100 100 0.5 0.002 5 1382 -91 1882.3781223239637 1878.9449272730842 100 TCGA 1 100 100 0.5 0.002 5 1382 -92 1882.211901567972 1878.7773854624686 100 TCGA 1 100 100 0.5 0.002 5 1382 -93 1881.7085334955814 1878.4803675359217 100 TCGA 1 100 100 0.5 0.002 5 1382 -94 1881.580314076736 1878.170967753808 100 TCGA 1 100 100 0.5 0.002 5 1382 -95 1881.2231516982313 1877.5753640026303 100 TCGA 1 100 100 0.5 0.002 5 1382 -96 1881.0474401287288 1877.588624887131 100 TCGA 1 100 100 0.5 0.002 5 1382 -97 1880.835865298796 1877.4448162443075 100 TCGA 1 100 100 0.5 0.002 5 1382 -98 1880.659164345255 1877.2683240420854 100 TCGA 1 100 100 0.5 0.002 5 1382 -99 1880.242845295343 1876.754782825259 100 TCGA 1 100 100 0.5 0.002 5 1382 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index 8a8af2d99..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4658.203523162593 4005.4861379652166 100 TCGA 1 100 100 0.0 0.002 5 6070 -1 3153.0986302509173 2982.348841374843 100 TCGA 1 100 100 0.0 0.002 5 6070 -2 2445.3440023703906 2559.1995868011936 100 TCGA 1 100 100 0.0 0.002 5 6070 -3 2208.3821685344783 2332.417572481548 100 TCGA 1 100 100 0.0 0.002 5 6070 -4 2126.2491659050957 2216.090627699042 100 TCGA 1 100 100 0.0 0.002 5 6070 -5 2083.023899688533 2120.431905621859 100 TCGA 1 100 100 0.0 0.002 5 6070 -6 2059.9039129646167 2050.936365175487 100 TCGA 1 100 100 0.0 0.002 5 6070 -7 2042.4101563317527 2041.9554927960114 100 TCGA 1 100 100 0.0 0.002 5 6070 -8 2027.9312427621664 2054.188072319606 100 TCGA 1 100 100 0.0 0.002 5 6070 -9 2015.8591044668988 2024.2128274428785 100 TCGA 1 100 100 0.0 0.002 5 6070 -10 2006.3917977552035 1997.7683074797817 100 TCGA 1 100 100 0.0 0.002 5 6070 -11 1998.0436083145048 1984.4732721223304 100 TCGA 1 100 100 0.0 0.002 5 6070 -12 1989.7390912278765 1990.4234655945745 100 TCGA 1 100 100 0.0 0.002 5 6070 -13 1983.8352632860026 1982.1782717297424 100 TCGA 1 100 100 0.0 0.002 5 6070 -14 1977.9704359710076 1967.7466347852544 100 TCGA 1 100 100 0.0 0.002 5 6070 -15 1971.3767467540933 1961.951750942211 100 TCGA 1 100 100 0.0 0.002 5 6070 -16 1963.317332684508 1955.7336106803548 100 TCGA 1 100 100 0.0 0.002 5 6070 -17 1961.2400011211012 1955.4911667713568 100 TCGA 1 100 100 0.0 0.002 5 6070 -18 1955.9783317905703 1950.2965431405073 100 TCGA 1 100 100 0.0 0.002 5 6070 -19 1951.7123358516053 1944.230409861809 100 TCGA 1 100 100 0.0 0.002 5 6070 -20 1947.8734418356148 1938.553466796875 100 TCGA 1 100 100 0.0 0.002 5 6070 -21 1946.1180642425302 1939.189841419009 100 TCGA 1 100 100 0.0 0.002 5 6070 -22 1940.2436159638266 1939.2687994415437 100 TCGA 1 100 100 0.0 0.002 5 6070 -23 1937.8818774678396 1935.1234081785883 100 TCGA 1 100 100 0.0 0.002 5 6070 -24 1933.4248355899967 1929.7080145601053 100 TCGA 1 100 100 0.0 0.002 5 6070 -25 1931.1412908071013 1930.9331600630103 100 TCGA 1 100 100 0.0 0.002 5 6070 -26 1929.4111919741583 1929.6775534164965 100 TCGA 1 100 100 0.0 0.002 5 6070 -27 1927.7209892183532 1923.255978991638 100 TCGA 1 100 100 0.0 0.002 5 6070 -28 1925.6438042646753 1921.617583155033 100 TCGA 1 100 100 0.0 0.002 5 6070 -29 1922.6209056235568 1922.2226016557397 100 TCGA 1 100 100 0.0 0.002 5 6070 -30 1921.362962673599 1916.3750398722127 100 TCGA 1 100 100 0.0 0.002 5 6070 -31 1917.864753165353 1914.8434481980214 100 TCGA 1 100 100 0.0 0.002 5 6070 -32 1916.9228177441591 1912.403070651107 100 TCGA 1 100 100 0.0 0.002 5 6070 -33 1915.6266872926753 1912.219421693428 100 TCGA 1 100 100 0.0 0.002 5 6070 -34 1913.4350386733574 1909.5959951122802 100 TCGA 1 100 100 0.0 0.002 5 6070 -35 1910.978295328894 1909.564616907781 100 TCGA 1 100 100 0.0 0.002 5 6070 -36 1910.7601725078744 1907.273457129397 100 TCGA 1 100 100 0.0 0.002 5 6070 -37 1910.284753563761 1904.8666716149105 100 TCGA 1 100 100 0.0 0.002 5 6070 -38 1908.0953823412779 1902.7718235955167 100 TCGA 1 100 100 0.0 0.002 5 6070 -39 1906.7593041449895 1902.5252342032427 100 TCGA 1 100 100 0.0 0.002 5 6070 -40 1906.4534461924854 1903.154562485278 100 TCGA 1 100 100 0.0 0.002 5 6070 -41 1905.322228822688 1901.390337920069 100 TCGA 1 100 100 0.0 0.002 5 6070 -42 1903.6460816070082 1900.0183154542242 100 TCGA 1 100 100 0.0 0.002 5 6070 -43 1903.0721063027358 1898.7336419647063 100 TCGA 1 100 100 0.0 0.002 5 6070 -44 1902.2681578056981 1897.5797585338803 100 TCGA 1 100 100 0.0 0.002 5 6070 -45 1900.973565066815 1896.8287065208856 100 TCGA 1 100 100 0.0 0.002 5 6070 -46 1900.1942756449303 1895.2597999764448 100 TCGA 1 100 100 0.0 0.002 5 6070 -47 1899.349140128489 1895.9419411510678 100 TCGA 1 100 100 0.0 0.002 5 6070 -48 1898.746257623161 1893.947356410961 100 TCGA 1 100 100 0.0 0.002 5 6070 -49 1897.9578829217214 1893.4990258911746 100 TCGA 1 100 100 0.0 0.002 5 6070 -50 1897.572651102309 1893.6594814894786 100 TCGA 1 100 100 0.0 0.002 5 6070 -51 1896.453636103861 1892.9060083130496 100 TCGA 1 100 100 0.0 0.002 5 6070 -52 1895.743320250913 1892.6805548739792 100 TCGA 1 100 100 0.0 0.002 5 6070 -53 1895.396889813578 1891.1481087076006 100 TCGA 1 100 100 0.0 0.002 5 6070 -54 1894.375915179895 1891.0360941671247 100 TCGA 1 100 100 0.0 0.002 5 6070 -55 1894.1440364966663 1889.4875034351444 100 TCGA 1 100 100 0.0 0.002 5 6070 -56 1893.334918467005 1890.1910504671796 100 TCGA 1 100 100 0.0 0.002 5 6070 -57 1892.87549727404 1888.7933404817054 100 TCGA 1 100 100 0.0 0.002 5 6070 -58 1892.5153576280006 1888.8787694576397 100 TCGA 1 100 100 0.0 0.002 5 6070 -59 1892.169022446113 1888.175889825102 100 TCGA 1 100 100 0.0 0.002 5 6070 -60 1891.5787200365685 1886.9360541722283 100 TCGA 1 100 100 0.0 0.002 5 6070 -61 1890.9188414185237 1887.8412803764918 100 TCGA 1 100 100 0.0 0.002 5 6070 -62 1890.4592854835876 1886.2291462193782 100 TCGA 1 100 100 0.0 0.002 5 6070 -63 1890.0816075397079 1886.8190059182632 100 TCGA 1 100 100 0.0 0.002 5 6070 -64 1889.5728380842152 1885.5993805698413 100 TCGA 1 100 100 0.0 0.002 5 6070 -65 1889.2513484688711 1885.5900406573885 100 TCGA 1 100 100 0.0 0.002 5 6070 -66 1888.8622051127882 1885.1984041300252 100 TCGA 1 100 100 0.0 0.002 5 6070 -67 1888.446045507769 1884.9718606460035 100 TCGA 1 100 100 0.0 0.002 5 6070 -68 1887.9417784561308 1884.2779307916535 100 TCGA 1 100 100 0.0 0.002 5 6070 -69 1887.7589398007372 1883.4321528295775 100 TCGA 1 100 100 0.0 0.002 5 6070 -70 1887.4890665385803 1882.8177048572943 100 TCGA 1 100 100 0.0 0.002 5 6070 -71 1887.3045975448483 1883.0350685311323 100 TCGA 1 100 100 0.0 0.002 5 6070 -72 1886.8743325169696 1883.5076812284076 100 TCGA 1 100 100 0.0 0.002 5 6070 -73 1886.4079209012716 1882.9969960888427 100 TCGA 1 100 100 0.0 0.002 5 6070 -74 1886.1586658858018 1882.1019661294756 100 TCGA 1 100 100 0.0 0.002 5 6070 -75 1885.6288034596844 1881.8727107215766 100 TCGA 1 100 100 0.0 0.002 5 6070 -76 1885.247492033478 1881.1674491843985 100 TCGA 1 100 100 0.0 0.002 5 6070 -77 1885.215296223595 1881.5083161167163 100 TCGA 1 100 100 0.0 0.002 5 6070 -78 1884.8738954673722 1881.1221224530857 100 TCGA 1 100 100 0.0 0.002 5 6070 -79 1884.4782030846686 1880.4388016743876 100 TCGA 1 100 100 0.0 0.002 5 6070 -80 1884.1990888450598 1880.159423828125 100 TCGA 1 100 100 0.0 0.002 5 6070 -81 1883.713423366059 1880.23414680826 100 TCGA 1 100 100 0.0 0.002 5 6070 -82 1883.4851662428973 1880.0234896405857 100 TCGA 1 100 100 0.0 0.002 5 6070 -83 1883.211656868704 1879.534942166889 100 TCGA 1 100 100 0.0 0.002 5 6070 -84 1882.9962516688438 1878.771086879711 100 TCGA 1 100 100 0.0 0.002 5 6070 -85 1882.591649583999 1878.7936091590766 100 TCGA 1 100 100 0.0 0.002 5 6070 -86 1882.1508412591606 1878.5063771003454 100 TCGA 1 100 100 0.0 0.002 5 6070 -87 1882.0484975173358 1878.667171919166 100 TCGA 1 100 100 0.0 0.002 5 6070 -88 1881.8463092663017 1878.159986946451 100 TCGA 1 100 100 0.0 0.002 5 6070 -89 1881.4597064960428 1878.1804033595713 100 TCGA 1 100 100 0.0 0.002 5 6070 -90 1881.2618959079643 1877.6188425035332 100 TCGA 1 100 100 0.0 0.002 5 6070 -91 1881.0285503371697 1877.5742181365813 100 TCGA 1 100 100 0.0 0.002 5 6070 -92 1880.6422864997182 1877.2275280209642 100 TCGA 1 100 100 0.0 0.002 5 6070 -93 1880.4129196798872 1876.618119282938 100 TCGA 1 100 100 0.0 0.002 5 6070 -94 1880.1691860876415 1876.6740268726444 100 TCGA 1 100 100 0.0 0.002 5 6070 -95 1879.7979850645563 1876.4326447913395 100 TCGA 1 100 100 0.0 0.002 5 6070 -96 1879.4457239065202 1875.873533315994 100 TCGA 1 100 100 0.0 0.002 5 6070 -97 1879.5234947813476 1875.936100792046 100 TCGA 1 100 100 0.0 0.002 5 6070 -98 1878.9678783261334 1875.310903271239 100 TCGA 1 100 100 0.0 0.002 5 6070 -99 1878.8965784586599 1875.4711742305276 100 TCGA 1 100 100 0.0 0.002 5 6070 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index 02076a426..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4644.483113829319 4562.324908232569 100 TCGA 1 100 100 1.0 0.002 5 1987 -1 3158.302931017343 3093.230654002434 100 TCGA 1 100 100 1.0 0.002 5 1987 -2 2429.1526789630625 2764.169039778973 100 TCGA 1 100 100 1.0 0.002 5 1987 -3 2206.995500498364 2259.885085829538 100 TCGA 1 100 100 1.0 0.002 5 1987 -4 2118.6027092169884 2115.282349246231 100 TCGA 1 100 100 1.0 0.002 5 1987 -5 2080.2440798419143 2157.666756634736 100 TCGA 1 100 100 1.0 0.002 5 1987 -6 2056.0541699785567 2126.030128670697 100 TCGA 1 100 100 1.0 0.002 5 1987 -7 2039.4588259792658 2052.4310161648086 100 TCGA 1 100 100 1.0 0.002 5 1987 -8 2025.2575066906359 2016.190664626845 100 TCGA 1 100 100 1.0 0.002 5 1987 -9 2021.530444600271 2060.271655518805 100 TCGA 1 100 100 1.0 0.002 5 1987 -10 2005.1990068607904 1998.7124814747565 100 TCGA 1 100 100 1.0 0.002 5 1987 -11 1996.2330547085376 1982.667284788199 100 TCGA 1 100 100 1.0 0.002 5 1987 -12 1990.3026135037262 1995.2472653796326 100 TCGA 1 100 100 1.0 0.002 5 1987 -13 1983.197467663017 1994.3121730478565 100 TCGA 1 100 100 1.0 0.002 5 1987 -14 1975.5896053320596 2006.7189972077183 100 TCGA 1 100 100 1.0 0.002 5 1987 -15 1969.334488965901 1965.4631372192996 100 TCGA 1 100 100 1.0 0.002 5 1987 -16 1965.256017143964 1958.9700817319017 100 TCGA 1 100 100 1.0 0.002 5 1987 -17 1962.3832265771064 1963.2252571451006 100 TCGA 1 100 100 1.0 0.002 5 1987 -18 1955.8881828579763 1950.5742261110238 100 TCGA 1 100 100 1.0 0.002 5 1987 -19 1952.9543905853227 1954.3596970447943 100 TCGA 1 100 100 1.0 0.002 5 1987 -20 1950.6424090877974 1949.9026921717964 100 TCGA 1 100 100 1.0 0.002 5 1987 -21 1945.7487919957846 1943.4744425251256 100 TCGA 1 100 100 1.0 0.002 5 1987 -22 1941.155840800801 1945.498194708896 100 TCGA 1 100 100 1.0 0.002 5 1987 -23 1940.0477597406632 1939.5896413218436 100 TCGA 1 100 100 1.0 0.002 5 1987 -24 1937.5023754182464 1940.1864596419598 100 TCGA 1 100 100 1.0 0.002 5 1987 -25 1933.2854608330747 1937.5343618728407 100 TCGA 1 100 100 1.0 0.002 5 1987 -26 1930.8726481128874 1928.1037628327183 100 TCGA 1 100 100 1.0 0.002 5 1987 -27 1927.4593025971396 1930.9030448875235 100 TCGA 1 100 100 1.0 0.002 5 1987 -28 1925.810155347996 1926.6360028904287 100 TCGA 1 100 100 1.0 0.002 5 1987 -29 1923.9978203656938 1919.0373565827183 100 TCGA 1 100 100 1.0 0.002 5 1987 -30 1921.5293417571977 1922.4982885619504 100 TCGA 1 100 100 1.0 0.002 5 1987 -31 1920.0284132924992 1917.432574248194 100 TCGA 1 100 100 1.0 0.002 5 1987 -32 1917.3512041100648 1918.5128069546954 100 TCGA 1 100 100 1.0 0.002 5 1987 -33 1916.6416284454922 1916.617445749254 100 TCGA 1 100 100 1.0 0.002 5 1987 -34 1915.2236646142758 1913.6361476572315 100 TCGA 1 100 100 1.0 0.002 5 1987 -35 1913.9275301841635 1913.8358902667635 100 TCGA 1 100 100 1.0 0.002 5 1987 -36 1911.7912792772543 1911.4710104477465 100 TCGA 1 100 100 1.0 0.002 5 1987 -37 1910.3831832345834 1911.049997300958 100 TCGA 1 100 100 1.0 0.002 5 1987 -38 1909.08858398274 1910.6379621496153 100 TCGA 1 100 100 1.0 0.002 5 1987 -39 1907.9686441303352 1909.087667954028 100 TCGA 1 100 100 1.0 0.002 5 1987 -40 1907.0406785588775 1906.9421043204302 100 TCGA 1 100 100 1.0 0.002 5 1987 -41 1905.5678010181146 1905.5463732235396 100 TCGA 1 100 100 1.0 0.002 5 1987 -42 1903.973068419545 1905.879786505771 100 TCGA 1 100 100 1.0 0.002 5 1987 -43 1903.3736663147306 1904.9695615528815 100 TCGA 1 100 100 1.0 0.002 5 1987 -44 1902.475765875054 1902.404193207247 100 TCGA 1 100 100 1.0 0.002 5 1987 -45 1901.8039703522427 1901.9297936214275 100 TCGA 1 100 100 1.0 0.002 5 1987 -46 1900.7040170302732 1902.083107799741 100 TCGA 1 100 100 1.0 0.002 5 1987 -47 1899.860885298216 1900.4574514417793 100 TCGA 1 100 100 1.0 0.002 5 1987 -48 1899.3084633409185 1899.269418994386 100 TCGA 1 100 100 1.0 0.002 5 1987 -49 1898.3549643907313 1898.4591904836684 100 TCGA 1 100 100 1.0 0.002 5 1987 -50 1897.4873312026052 1897.8337586369346 100 TCGA 1 100 100 1.0 0.002 5 1987 -51 1897.047058807179 1897.1611082757538 100 TCGA 1 100 100 1.0 0.002 5 1987 -52 1896.0481572219844 1897.405765399262 100 TCGA 1 100 100 1.0 0.002 5 1987 -53 1895.5399665342854 1895.4054421276303 100 TCGA 1 100 100 1.0 0.002 5 1987 -54 1894.6641354233523 1894.1059416957837 100 TCGA 1 100 100 1.0 0.002 5 1987 -55 1894.1721940805423 1894.0102281426664 100 TCGA 1 100 100 1.0 0.002 5 1987 -56 1893.1393932057672 1893.3891859198336 100 TCGA 1 100 100 1.0 0.002 5 1987 -57 1892.7663697801486 1892.9526845654052 100 TCGA 1 100 100 1.0 0.002 5 1987 -58 1892.4870970494273 1892.828857421875 100 TCGA 1 100 100 1.0 0.002 5 1987 -59 1891.852473496885 1892.1819902736338 100 TCGA 1 100 100 1.0 0.002 5 1987 -60 1891.3552339019247 1891.0852608992227 100 TCGA 1 100 100 1.0 0.002 5 1987 -61 1890.7581943938183 1891.189050108943 100 TCGA 1 100 100 1.0 0.002 5 1987 -62 1890.2199011180055 1890.3510729919126 100 TCGA 1 100 100 1.0 0.002 5 1987 -63 1889.8837698778812 1889.8897932043028 100 TCGA 1 100 100 1.0 0.002 5 1987 -64 1889.5056406185688 1890.0901891047033 100 TCGA 1 100 100 1.0 0.002 5 1987 -65 1889.2424434130048 1889.7010087056376 100 TCGA 1 100 100 1.0 0.002 5 1987 -66 1888.548941188897 1888.929398579813 100 TCGA 1 100 100 1.0 0.002 5 1987 -67 1888.113975166383 1888.56268709269 100 TCGA 1 100 100 1.0 0.002 5 1987 -68 1887.7158034850822 1888.401014471773 100 TCGA 1 100 100 1.0 0.002 5 1987 -69 1887.4251007137987 1887.6696752807004 100 TCGA 1 100 100 1.0 0.002 5 1987 -70 1886.9163886622828 1887.2262367746937 100 TCGA 1 100 100 1.0 0.002 5 1987 -71 1886.864893384751 1887.5771042713568 100 TCGA 1 100 100 1.0 0.002 5 1987 -72 1886.5458773725704 1886.6355256507145 100 TCGA 1 100 100 1.0 0.002 5 1987 -73 1886.2702284501138 1887.0730299446452 100 TCGA 1 100 100 1.0 0.002 5 1987 -74 1886.0290747394597 1886.053015934163 100 TCGA 1 100 100 1.0 0.002 5 1987 -75 1885.5515346686773 1885.9357210858982 100 TCGA 1 100 100 1.0 0.002 5 1987 -76 1885.4242886103534 1886.2973485592022 100 TCGA 1 100 100 1.0 0.002 5 1987 -77 1884.9912145346161 1885.1929931640625 100 TCGA 1 100 100 1.0 0.002 5 1987 -78 1884.824424848398 1885.1172476150282 100 TCGA 1 100 100 1.0 0.002 5 1987 -79 1884.5980610209313 1885.0186945469536 100 TCGA 1 100 100 1.0 0.002 5 1987 -80 1884.1513649393025 1884.7634626992383 100 TCGA 1 100 100 1.0 0.002 5 1987 -81 1883.976009334407 1884.678577212233 100 TCGA 1 100 100 1.0 0.002 5 1987 -82 1883.8227240256613 1884.1673890693703 100 TCGA 1 100 100 1.0 0.002 5 1987 -83 1883.2907279783467 1883.7540491765467 100 TCGA 1 100 100 1.0 0.002 5 1987 -84 1883.275419333801 1884.1742654925015 100 TCGA 1 100 100 1.0 0.002 5 1987 -85 1883.099217289353 1883.468342076594 100 TCGA 1 100 100 1.0 0.002 5 1987 -86 1883.023044978339 1883.3943625598697 100 TCGA 1 100 100 1.0 0.002 5 1987 -87 1882.4365333976962 1882.6757738889762 100 TCGA 1 100 100 1.0 0.002 5 1987 -88 1882.2986519480673 1883.095343048249 100 TCGA 1 100 100 1.0 0.002 5 1987 -89 1881.9415858605435 1882.5072506085114 100 TCGA 1 100 100 1.0 0.002 5 1987 -90 1881.761318080326 1882.228777554766 100 TCGA 1 100 100 1.0 0.002 5 1987 -91 1881.5382324654763 1881.7837907800722 100 TCGA 1 100 100 1.0 0.002 5 1987 -92 1881.142125433398 1881.6105576711684 100 TCGA 1 100 100 1.0 0.002 5 1987 -93 1880.9737398675782 1881.6060864625863 100 TCGA 1 100 100 1.0 0.002 5 1987 -94 1880.8093543084076 1881.617567206148 100 TCGA 1 100 100 1.0 0.002 5 1987 -95 1880.4174693776422 1881.046034003023 100 TCGA 1 100 100 1.0 0.002 5 1987 -96 1879.9641219287168 1880.6657849795854 100 TCGA 1 100 100 1.0 0.002 5 1987 -97 1879.8901795162556 1880.2708402854114 100 TCGA 1 100 100 1.0 0.002 5 1987 -98 1879.3943117986714 1880.2807690797738 100 TCGA 1 100 100 1.0 0.002 5 1987 -99 1879.2663367657087 1880.557727602858 100 TCGA 1 100 100 1.0 0.002 5 1987 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 9c726a273..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4659.676654858679 4213.12607225581 100 TCGA 1 50 100 0.5 0.002 5 6472 -1 3203.1312961793396 3306.1761296717964 100 TCGA 1 50 100 0.5 0.002 5 6472 -2 2481.684010606696 2505.9308701711684 100 TCGA 1 50 100 0.5 0.002 5 6472 -3 2217.472208518058 2163.88473372723 100 TCGA 1 50 100 0.5 0.002 5 6472 -4 2122.505878123605 2089.6831987083856 100 TCGA 1 50 100 0.5 0.002 5 6472 -5 2082.8728568546207 2063.9380017764606 100 TCGA 1 50 100 0.5 0.002 5 6472 -6 2060.2791501562674 2078.9035938972206 100 TCGA 1 50 100 0.5 0.002 5 6472 -7 2044.555712705319 2042.0822115950848 100 TCGA 1 50 100 0.5 0.002 5 6472 -8 2026.235176339348 2015.8283341757617 100 TCGA 1 50 100 0.5 0.002 5 6472 -9 2017.440807016796 2020.74435961546 100 TCGA 1 50 100 0.5 0.002 5 6472 -10 2005.4201516135354 2007.505274787021 100 TCGA 1 50 100 0.5 0.002 5 6472 -11 1996.8764358488147 2002.041689158684 100 TCGA 1 50 100 0.5 0.002 5 6472 -12 1991.332794301863 1987.589075749843 100 TCGA 1 50 100 0.5 0.002 5 6472 -13 1984.82578000736 1986.8925897799545 100 TCGA 1 50 100 0.5 0.002 5 6472 -14 1979.0747401410679 1979.8949183171717 100 TCGA 1 50 100 0.5 0.002 5 6472 -15 1971.8252183394927 1966.0148901244504 100 TCGA 1 50 100 0.5 0.002 5 6472 -16 1967.4943680063345 1967.522357269747 100 TCGA 1 50 100 0.5 0.002 5 6472 -17 1962.2187253107036 1955.0424639064463 100 TCGA 1 50 100 0.5 0.002 5 6472 -18 1956.9331167097375 1951.5394550879396 100 TCGA 1 50 100 0.5 0.002 5 6472 -19 1952.6690061909637 1950.576562009265 100 TCGA 1 50 100 0.5 0.002 5 6472 -20 1949.2282366577517 1947.9135729919126 100 TCGA 1 50 100 0.5 0.002 5 6472 -21 1945.0589592115384 1946.6086879711056 100 TCGA 1 50 100 0.5 0.002 5 6472 -22 1942.5805477666488 1938.6283118473225 100 TCGA 1 50 100 0.5 0.002 5 6472 -23 1937.4930966574507 1934.4469435802057 100 TCGA 1 50 100 0.5 0.002 5 6472 -24 1935.0227140300387 1938.7742281966473 100 TCGA 1 50 100 0.5 0.002 5 6472 -25 1932.7193899187662 1927.0843456785883 100 TCGA 1 50 100 0.5 0.002 5 6472 -26 1929.0301482742127 1929.6858922297033 100 TCGA 1 50 100 0.5 0.002 5 6472 -27 1926.9003731299356 1924.334128528384 100 TCGA 1 50 100 0.5 0.002 5 6472 -28 1925.827482982916 1924.1313169853172 100 TCGA 1 50 100 0.5 0.002 5 6472 -29 1923.376725634662 1920.4978180698413 100 TCGA 1 50 100 0.5 0.002 5 6472 -30 1921.0205723698323 1919.407499533802 100 TCGA 1 50 100 0.5 0.002 5 6472 -31 1919.0585792252814 1917.4245347832914 100 TCGA 1 50 100 0.5 0.002 5 6472 -32 1917.419691591447 1914.703522495289 100 TCGA 1 50 100 0.5 0.002 5 6472 -33 1914.9319273042472 1913.3833369729507 100 TCGA 1 50 100 0.5 0.002 5 6472 -34 1913.7478367979738 1914.999352843318 100 TCGA 1 50 100 0.5 0.002 5 6472 -35 1912.473906125191 1909.0880396857333 100 TCGA 1 50 100 0.5 0.002 5 6472 -36 1910.9126000270765 1909.8929290004712 100 TCGA 1 50 100 0.5 0.002 5 6472 -37 1909.4075393344638 1907.4111156367776 100 TCGA 1 50 100 0.5 0.002 5 6472 -38 1908.0412285224922 1907.801982323728 100 TCGA 1 50 100 0.5 0.002 5 6472 -39 1906.8173590088572 1906.039910858001 100 TCGA 1 50 100 0.5 0.002 5 6472 -40 1906.0410435980273 1904.4246083935302 100 TCGA 1 50 100 0.5 0.002 5 6472 -41 1904.5122091568185 1905.334308873469 100 TCGA 1 50 100 0.5 0.002 5 6472 -42 1904.0792542491752 1903.3795920520572 100 TCGA 1 50 100 0.5 0.002 5 6472 -43 1902.5199482429505 1901.6549121339117 100 TCGA 1 50 100 0.5 0.002 5 6472 -44 1901.7973015716345 1900.9647701397614 100 TCGA 1 50 100 0.5 0.002 5 6472 -45 1901.2225035496995 1899.078716949003 100 TCGA 1 50 100 0.5 0.002 5 6472 -46 1900.6218304093866 1899.3240310438914 100 TCGA 1 50 100 0.5 0.002 5 6472 -47 1899.3618911145347 1898.409685757891 100 TCGA 1 50 100 0.5 0.002 5 6472 -48 1898.7063846956448 1900.5179848215687 100 TCGA 1 50 100 0.5 0.002 5 6472 -49 1898.1180891498336 1897.2602177145493 100 TCGA 1 50 100 0.5 0.002 5 6472 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index 26ecdf505..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4641.365016885735 4563.704751786275 100 TCGA 1 50 100 0.0 0.002 5 5317 -1 3207.0479777340697 3487.198226238615 100 TCGA 1 50 100 0.0 0.002 5 5317 -2 2483.011329716451 2262.05617074631 100 TCGA 1 50 100 0.0 0.002 5 5317 -3 2225.9249352464612 2345.205773741756 100 TCGA 1 50 100 0.0 0.002 5 5317 -4 2143.3317591635987 2160.757494749136 100 TCGA 1 50 100 0.0 0.002 5 5317 -5 2086.023144471298 2101.391999057789 100 TCGA 1 50 100 0.0 0.002 5 5317 -6 2055.8478315821553 2044.5048779051508 100 TCGA 1 50 100 0.0 0.002 5 5317 -7 2040.8733880287543 2062.543399369896 100 TCGA 1 50 100 0.0 0.002 5 5317 -8 2025.9886787994483 2045.4391758597676 100 TCGA 1 50 100 0.0 0.002 5 5317 -9 2013.0840351161366 2024.89283821451 100 TCGA 1 50 100 0.0 0.002 5 5317 -10 1999.2139148356619 1994.1620621417635 100 TCGA 1 50 100 0.0 0.002 5 5317 -11 1996.3098238955545 1988.2857469721655 100 TCGA 1 50 100 0.0 0.002 5 5317 -12 1987.4309700898712 1982.358054309634 100 TCGA 1 50 100 0.0 0.002 5 5317 -13 1979.9394890007823 1974.2254785892353 100 TCGA 1 50 100 0.0 0.002 5 5317 -14 1974.5926485194707 1982.667998807514 100 TCGA 1 50 100 0.0 0.002 5 5317 -15 1968.0603344543981 1967.7851844672582 100 TCGA 1 50 100 0.0 0.002 5 5317 -16 1962.8244992977993 1959.556831398202 100 TCGA 1 50 100 0.0 0.002 5 5317 -17 1960.55185577941 1952.4673673543498 100 TCGA 1 50 100 0.0 0.002 5 5317 -18 1953.7609408600333 1955.3378863310695 100 TCGA 1 50 100 0.0 0.002 5 5317 -19 1951.240050499694 1952.422568163081 100 TCGA 1 50 100 0.0 0.002 5 5317 -20 1947.8671884537807 1952.9475502512562 100 TCGA 1 50 100 0.0 0.002 5 5317 -21 1942.684450517636 1947.3605098245132 100 TCGA 1 50 100 0.0 0.002 5 5317 -22 1941.0397228433 1943.0916717375942 100 TCGA 1 50 100 0.0 0.002 5 5317 -23 1938.1030716264283 1935.4062524536746 100 TCGA 1 50 100 0.0 0.002 5 5317 -24 1934.7388333119322 1932.1844286127905 100 TCGA 1 50 100 0.0 0.002 5 5317 -25 1932.222157490787 1933.2807666260992 100 TCGA 1 50 100 0.0 0.002 5 5317 -26 1931.7042490442573 1933.116528074945 100 TCGA 1 50 100 0.0 0.002 5 5317 -27 1927.6639977246607 1926.450876207208 100 TCGA 1 50 100 0.0 0.002 5 5317 -28 1925.2569198020801 1925.3060854811165 100 TCGA 1 50 100 0.0 0.002 5 5317 -29 1922.943202941329 1921.3247579449985 100 TCGA 1 50 100 0.0 0.002 5 5317 -30 1920.4647707585207 1924.8985203115185 100 TCGA 1 50 100 0.0 0.002 5 5317 -31 1920.0547650423762 1918.3463275851916 100 TCGA 1 50 100 0.0 0.002 5 5317 -32 1917.1910184699918 1919.0930494758952 100 TCGA 1 50 100 0.0 0.002 5 5317 -33 1916.0853389344427 1914.560682440523 100 TCGA 1 50 100 0.0 0.002 5 5317 -34 1914.8026230279083 1912.6665204685537 100 TCGA 1 50 100 0.0 0.002 5 5317 -35 1912.4065678133763 1912.0582950151147 100 TCGA 1 50 100 0.0 0.002 5 5317 -36 1910.9531754822533 1910.5308727475267 100 TCGA 1 50 100 0.0 0.002 5 5317 -37 1908.9373561834861 1909.3748926517353 100 TCGA 1 50 100 0.0 0.002 5 5317 -38 1907.8769521848446 1909.0814552498823 100 TCGA 1 50 100 0.0 0.002 5 5317 -39 1907.022778641873 1909.3571127119974 100 TCGA 1 50 100 0.0 0.002 5 5317 -40 1905.9297981385687 1909.441873061597 100 TCGA 1 50 100 0.0 0.002 5 5317 -41 1904.5585034269616 1903.7663242972676 100 TCGA 1 50 100 0.0 0.002 5 5317 -42 1903.3700475615042 1904.108268392745 100 TCGA 1 50 100 0.0 0.002 5 5317 -43 1902.2787857983897 1901.3433279679648 100 TCGA 1 50 100 0.0 0.002 5 5317 -44 1902.5350092178824 1901.6741201122802 100 TCGA 1 50 100 0.0 0.002 5 5317 -45 1900.5304208647553 1901.1492594809988 100 TCGA 1 50 100 0.0 0.002 5 5317 -46 1899.8812704817606 1900.1438871604114 100 TCGA 1 50 100 0.0 0.002 5 5317 -47 1899.2824637677763 1900.3414987535332 100 TCGA 1 50 100 0.0 0.002 5 5317 -48 1898.4276705534414 1897.715985935537 100 TCGA 1 50 100 0.0 0.002 5 5317 -49 1897.6880585067652 1898.652286702065 100 TCGA 1 50 100 0.0 0.002 5 5317 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index c37e8c180..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4638.216793550393 4185.587404797425 100 TCGA 1 50 100 1.0 0.002 5 7117 -1 3177.112771495057 3360.731035548838 100 TCGA 1 50 100 1.0 0.002 5 7117 -2 2457.963792710848 2562.8100880378456 100 TCGA 1 50 100 1.0 0.002 5 7117 -3 2211.6198589854216 2415.5288503062184 100 TCGA 1 50 100 1.0 0.002 5 7117 -4 2126.6240975598907 2122.8674733530934 100 TCGA 1 50 100 1.0 0.002 5 7117 -5 2079.731013236188 2059.34671158527 100 TCGA 1 50 100 1.0 0.002 5 7117 -6 2055.3446630134504 2104.400151391724 100 TCGA 1 50 100 1.0 0.002 5 7117 -7 2036.1733679121553 2053.6942083464196 100 TCGA 1 50 100 1.0 0.002 5 7117 -8 2024.2855270118343 2042.5927262042635 100 TCGA 1 50 100 1.0 0.002 5 7117 -9 2013.8187138135577 2006.787018589039 100 TCGA 1 50 100 1.0 0.002 5 7117 -10 2002.0927957695953 2013.0136093062972 100 TCGA 1 50 100 1.0 0.002 5 7117 -11 1997.7162461211099 2001.4429391832207 100 TCGA 1 50 100 1.0 0.002 5 7117 -12 1988.4123941058092 1981.1881661726602 100 TCGA 1 50 100 1.0 0.002 5 7117 -13 1979.155223745522 1973.0486545275205 100 TCGA 1 50 100 1.0 0.002 5 7117 -14 1976.4883804431995 1968.727556851641 100 TCGA 1 50 100 1.0 0.002 5 7117 -15 1964.953244890242 1971.0160789298052 100 TCGA 1 50 100 1.0 0.002 5 7117 -16 1963.196961437063 1958.1561868178785 100 TCGA 1 50 100 1.0 0.002 5 7117 -17 1959.1306571598523 1955.8572157663316 100 TCGA 1 50 100 1.0 0.002 5 7117 -18 1956.5295964984145 1960.6870019040516 100 TCGA 1 50 100 1.0 0.002 5 7117 -19 1949.7845794442696 1943.6600016684988 100 TCGA 1 50 100 1.0 0.002 5 7117 -20 1944.6984486401593 1947.6565843131673 100 TCGA 1 50 100 1.0 0.002 5 7117 -21 1942.9135158609927 1938.1086787698257 100 TCGA 1 50 100 1.0 0.002 5 7117 -22 1939.7642776347893 1938.337839097833 100 TCGA 1 50 100 1.0 0.002 5 7117 -23 1938.1913399894877 1928.5832777167086 100 TCGA 1 50 100 1.0 0.002 5 7117 -24 1934.5194810402554 1936.6195191043107 100 TCGA 1 50 100 1.0 0.002 5 7117 -25 1931.8112700043253 1926.6530908939228 100 TCGA 1 50 100 1.0 0.002 5 7117 -26 1930.5195066833326 1927.3267300859768 100 TCGA 1 50 100 1.0 0.002 5 7117 -27 1927.7042441663498 1924.894315940052 100 TCGA 1 50 100 1.0 0.002 5 7117 -28 1924.4944756609318 1926.5846192633087 100 TCGA 1 50 100 1.0 0.002 5 7117 -29 1923.3037569369837 1921.920937696294 100 TCGA 1 50 100 1.0 0.002 5 7117 -30 1920.7876238443448 1920.4793216571136 100 TCGA 1 50 100 1.0 0.002 5 7117 -31 1920.8864137990386 1922.742891091198 100 TCGA 1 50 100 1.0 0.002 5 7117 -32 1917.602987938979 1915.2050486809046 100 TCGA 1 50 100 1.0 0.002 5 7117 -33 1916.2566414207256 1917.995307960702 100 TCGA 1 50 100 1.0 0.002 5 7117 -34 1915.1447190358072 1914.608188034901 100 TCGA 1 50 100 1.0 0.002 5 7117 -35 1913.728817210478 1913.1915448826162 100 TCGA 1 50 100 1.0 0.002 5 7117 -36 1911.7218317065285 1911.758771273359 100 TCGA 1 50 100 1.0 0.002 5 7117 -37 1910.6321262274887 1909.3819512602072 100 TCGA 1 50 100 1.0 0.002 5 7117 -38 1909.4144539043753 1909.7107332315877 100 TCGA 1 50 100 1.0 0.002 5 7117 -39 1907.9905706099705 1907.4418074258008 100 TCGA 1 50 100 1.0 0.002 5 7117 -40 1907.0621272761025 1909.20102588136 100 TCGA 1 50 100 1.0 0.002 5 7117 -41 1906.289795916532 1904.0316487221262 100 TCGA 1 50 100 1.0 0.002 5 7117 -42 1905.1051720969313 1903.2160245809123 100 TCGA 1 50 100 1.0 0.002 5 7117 -43 1903.6693995029004 1903.0882415004712 100 TCGA 1 50 100 1.0 0.002 5 7117 -44 1903.089635730415 1902.7144149703597 100 TCGA 1 50 100 1.0 0.002 5 7117 -45 1901.9331391917128 1901.5901400312107 100 TCGA 1 50 100 1.0 0.002 5 7117 -46 1901.3187618023558 1902.322894379122 100 TCGA 1 50 100 1.0 0.002 5 7117 -47 1900.2665282985117 1900.7412649183418 100 TCGA 1 50 100 1.0 0.002 5 7117 -48 1899.605752077389 1898.0165353132852 100 TCGA 1 50 100 1.0 0.002 5 7117 -49 1898.7279235587773 1897.088499749725 100 TCGA 1 50 100 1.0 0.002 5 7117 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index b368262b3..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4913.235998498368 4613.040176468279 150 TCGA 1 100 100 0.5 0.002 5 2191 -1 3756.5703756947883 3877.640503543106 150 TCGA 1 100 100 0.5 0.002 5 2191 -2 2930.82551897119 3079.2988109492776 150 TCGA 1 100 100 0.5 0.002 5 2191 -3 2509.1011869283857 2406.266496054491 150 TCGA 1 100 100 0.5 0.002 5 2191 -4 2311.7431638989947 2421.535715687814 150 TCGA 1 100 100 0.5 0.002 5 2191 -5 2194.1066830764194 2317.9237986809044 150 TCGA 1 100 100 0.5 0.002 5 2191 -6 2143.473237293242 2185.9492727308416 150 TCGA 1 100 100 0.5 0.002 5 2191 -7 2102.968569817188 2199.924405965374 150 TCGA 1 100 100 0.5 0.002 5 2191 -8 2082.7282963099256 2097.521166624136 150 TCGA 1 100 100 0.5 0.002 5 2191 -9 2059.4068938973946 2103.7671597734766 150 TCGA 1 100 100 0.5 0.002 5 2191 -10 2054.8252457811277 2065.0732017018686 150 TCGA 1 100 100 0.5 0.002 5 2191 -11 2044.2563751660123 2032.3026368414337 150 TCGA 1 100 100 0.5 0.002 5 2191 -12 2025.3280193210912 2028.2796403894472 150 TCGA 1 100 100 0.5 0.002 5 2191 -13 2013.9955271224728 2016.8947054608982 150 TCGA 1 100 100 0.5 0.002 5 2191 -14 2014.458561386856 2018.6904713999686 150 TCGA 1 100 100 0.5 0.002 5 2191 -15 2003.4252744926541 2030.6844764594457 150 TCGA 1 100 100 0.5 0.002 5 2191 -16 1998.5759319991375 2025.963658625157 150 TCGA 1 100 100 0.5 0.002 5 2191 -17 1992.2722576459425 1995.8623451731312 150 TCGA 1 100 100 0.5 0.002 5 2191 -18 1985.4488591610261 1991.5528515379633 150 TCGA 1 100 100 0.5 0.002 5 2191 -19 1984.3453746974062 1981.4415546973146 150 TCGA 1 100 100 0.5 0.002 5 2191 -20 1979.3772633762574 1987.884448487555 150 TCGA 1 100 100 0.5 0.002 5 2191 -21 1976.3648605201909 1981.64467724364 150 TCGA 1 100 100 0.5 0.002 5 2191 -22 1970.5306786580709 1972.7676505084014 150 TCGA 1 100 100 0.5 0.002 5 2191 -23 1968.9462399155398 1965.2836981538553 150 TCGA 1 100 100 0.5 0.002 5 2191 -24 1963.4622756271626 1961.356356366795 150 TCGA 1 100 100 0.5 0.002 5 2191 -25 1962.7153449754176 1955.3611440994032 150 TCGA 1 100 100 0.5 0.002 5 2191 -26 1958.4708400334162 1958.0737470310537 150 TCGA 1 100 100 0.5 0.002 5 2191 -27 1958.3403858381107 1962.2790269707914 150 TCGA 1 100 100 0.5 0.002 5 2191 -28 1952.492512057969 1951.9493101493797 150 TCGA 1 100 100 0.5 0.002 5 2191 -29 1950.1938873607808 1953.72836043008 150 TCGA 1 100 100 0.5 0.002 5 2191 -30 1947.782233538725 1945.7512771376414 150 TCGA 1 100 100 0.5 0.002 5 2191 -31 1945.5222117690878 1950.654510958111 150 TCGA 1 100 100 0.5 0.002 5 2191 -32 1942.5764451740656 1945.9714422944803 150 TCGA 1 100 100 0.5 0.002 5 2191 -33 1940.8468918492185 1942.2624750952025 150 TCGA 1 100 100 0.5 0.002 5 2191 -34 1939.3678798494575 1938.852729835702 150 TCGA 1 100 100 0.5 0.002 5 2191 -35 1938.6396356568378 1936.6820197177292 150 TCGA 1 100 100 0.5 0.002 5 2191 -36 1934.3264032349628 1935.9010359414258 150 TCGA 1 100 100 0.5 0.002 5 2191 -37 1933.28661117443 1928.6231168047268 150 TCGA 1 100 100 0.5 0.002 5 2191 -38 1930.0621388168497 1927.8790105311714 150 TCGA 1 100 100 0.5 0.002 5 2191 -39 1929.7776463710113 1930.1475406819252 150 TCGA 1 100 100 0.5 0.002 5 2191 -40 1927.7782031745967 1928.6663119062107 150 TCGA 1 100 100 0.5 0.002 5 2191 -41 1927.0029946263446 1930.3062541712468 150 TCGA 1 100 100 0.5 0.002 5 2191 -42 1924.7910937941465 1923.9513184820587 150 TCGA 1 100 100 0.5 0.002 5 2191 -43 1924.042808065192 1923.1747169686323 150 TCGA 1 100 100 0.5 0.002 5 2191 -44 1921.9647294870642 1926.4418068123823 150 TCGA 1 100 100 0.5 0.002 5 2191 -45 1921.1464221884942 1925.7441578007224 150 TCGA 1 100 100 0.5 0.002 5 2191 -46 1919.7379078720812 1921.3799760521356 150 TCGA 1 100 100 0.5 0.002 5 2191 -47 1918.3313004631777 1920.601860008048 150 TCGA 1 100 100 0.5 0.002 5 2191 -48 1917.3545807528567 1916.505688231195 150 TCGA 1 100 100 0.5 0.002 5 2191 -49 1916.467572298762 1912.1426891537767 150 TCGA 1 100 100 0.5 0.002 5 2191 -50 1916.2959487426226 1914.226076059006 150 TCGA 1 100 100 0.5 0.002 5 2191 -51 1914.4362890526897 1915.057757660372 150 TCGA 1 100 100 0.5 0.002 5 2191 -52 1913.7302429492165 1912.4880469240734 150 TCGA 1 100 100 0.5 0.002 5 2191 -53 1912.5405676750509 1914.228978756085 150 TCGA 1 100 100 0.5 0.002 5 2191 -54 1911.6740380930228 1909.8603564698492 150 TCGA 1 100 100 0.5 0.002 5 2191 -55 1911.0285158648078 1911.5930188049624 150 TCGA 1 100 100 0.5 0.002 5 2191 -56 1909.9978123948117 1912.8763286648084 150 TCGA 1 100 100 0.5 0.002 5 2191 -57 1909.2295972941404 1909.6388939325534 150 TCGA 1 100 100 0.5 0.002 5 2191 -58 1908.0290180576314 1908.329032246192 150 TCGA 1 100 100 0.5 0.002 5 2191 -59 1908.0782748798345 1907.6580473166614 150 TCGA 1 100 100 0.5 0.002 5 2191 -60 1906.5418009135803 1906.3581837409704 150 TCGA 1 100 100 0.5 0.002 5 2191 -61 1905.3141549595073 1905.7358472047738 150 TCGA 1 100 100 0.5 0.002 5 2191 -62 1904.9754956825886 1903.942054633519 150 TCGA 1 100 100 0.5 0.002 5 2191 -63 1903.6660501654892 1903.4661349962705 150 TCGA 1 100 100 0.5 0.002 5 2191 -64 1903.400028024804 1902.9437507361024 150 TCGA 1 100 100 0.5 0.002 5 2191 -65 1902.9726458674152 1904.2184905239087 150 TCGA 1 100 100 0.5 0.002 5 2191 -66 1902.1282973972359 1902.6871485111103 150 TCGA 1 100 100 0.5 0.002 5 2191 -67 1901.694455078343 1902.8321588410804 150 TCGA 1 100 100 0.5 0.002 5 2191 -68 1901.1745934386859 1900.8525396759187 150 TCGA 1 100 100 0.5 0.002 5 2191 -69 1900.7304033206394 1901.0392244425252 150 TCGA 1 100 100 0.5 0.002 5 2191 -70 1900.0581030706726 1899.1499336281015 150 TCGA 1 100 100 0.5 0.002 5 2191 -71 1899.294522227234 1898.9020493090452 150 TCGA 1 100 100 0.5 0.002 5 2191 -72 1898.9311065758986 1898.3303283998116 150 TCGA 1 100 100 0.5 0.002 5 2191 -73 1898.3556481425364 1898.4568717611494 150 TCGA 1 100 100 0.5 0.002 5 2191 -74 1897.5507180143352 1898.968710741206 150 TCGA 1 100 100 0.5 0.002 5 2191 -75 1897.5049459391612 1898.293820788513 150 TCGA 1 100 100 0.5 0.002 5 2191 -76 1896.9203822377244 1896.0405089411904 150 TCGA 1 100 100 0.5 0.002 5 2191 -77 1896.4030489618724 1897.3503675604586 150 TCGA 1 100 100 0.5 0.002 5 2191 -78 1895.7590409287493 1895.7259766851837 150 TCGA 1 100 100 0.5 0.002 5 2191 -79 1895.5834216443486 1895.8753312460742 150 TCGA 1 100 100 0.5 0.002 5 2191 -80 1894.8614452084016 1895.7493700190405 150 TCGA 1 100 100 0.5 0.002 5 2191 -81 1894.6043262568978 1894.0940444409548 150 TCGA 1 100 100 0.5 0.002 5 2191 -82 1894.1350742139539 1893.7940778109296 150 TCGA 1 100 100 0.5 0.002 5 2191 -83 1893.7633630816645 1892.3975823943938 150 TCGA 1 100 100 0.5 0.002 5 2191 -84 1893.159337892478 1892.9655136031722 150 TCGA 1 100 100 0.5 0.002 5 2191 -85 1892.685710162267 1892.6274315915516 150 TCGA 1 100 100 0.5 0.002 5 2191 -86 1892.3326006843677 1891.3968278894472 150 TCGA 1 100 100 0.5 0.002 5 2191 -87 1892.2223151507476 1890.9176914847676 150 TCGA 1 100 100 0.5 0.002 5 2191 -88 1891.9290393514684 1891.5591685232805 150 TCGA 1 100 100 0.5 0.002 5 2191 -89 1891.177152405228 1890.3777057896907 150 TCGA 1 100 100 0.5 0.002 5 2191 -90 1891.1340590778345 1889.7717094996467 150 TCGA 1 100 100 0.5 0.002 5 2191 -91 1890.8859052840107 1890.399510369229 150 TCGA 1 100 100 0.5 0.002 5 2191 -92 1890.3529405905767 1890.142249946019 150 TCGA 1 100 100 0.5 0.002 5 2191 -93 1890.0405947624247 1889.5488943742148 150 TCGA 1 100 100 0.5 0.002 5 2191 -94 1889.5488955164237 1889.5002735847204 150 TCGA 1 100 100 0.5 0.002 5 2191 -95 1889.279047897344 1888.9489206285332 150 TCGA 1 100 100 0.5 0.002 5 2191 -96 1889.113411086813 1888.7057308024498 150 TCGA 1 100 100 0.5 0.002 5 2191 -97 1888.5673827443727 1888.1115244189698 150 TCGA 1 100 100 0.5 0.002 5 2191 -98 1888.6582426932764 1887.956731901696 150 TCGA 1 100 100 0.5 0.002 5 2191 -99 1888.122252975142 1887.806024139251 150 TCGA 1 100 100 0.5 0.002 5 2191 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index f7ae41aa4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4922.232075243819 4651.303313442211 150 TCGA 1 100 100 0.0 0.002 5 1615 -1 3725.932766985582 3798.573604104507 150 TCGA 1 100 100 0.0 0.002 5 1615 -2 2896.8276435587204 2815.6430762209484 150 TCGA 1 100 100 0.0 0.002 5 1615 -3 2478.6360434459675 2825.49368424152 150 TCGA 1 100 100 0.0 0.002 5 1615 -4 2274.389625901023 2435.5173168086526 150 TCGA 1 100 100 0.0 0.002 5 1615 -5 2183.9251333603515 2254.961680963411 150 TCGA 1 100 100 0.0 0.002 5 1615 -6 2128.2740218678496 2221.8013505025124 150 TCGA 1 100 100 0.0 0.002 5 1615 -7 2101.360852651663 2133.8837277206344 150 TCGA 1 100 100 0.0 0.002 5 1615 -8 2081.3918800937345 2135.5749339961526 150 TCGA 1 100 100 0.0 0.002 5 1615 -9 2061.215270144504 2068.8112339038944 150 TCGA 1 100 100 0.0 0.002 5 1615 -10 2048.3483511474146 2097.93676512445 150 TCGA 1 100 100 0.0 0.002 5 1615 -11 2037.1542722129545 2045.7563108511306 150 TCGA 1 100 100 0.0 0.002 5 1615 -12 2027.972358847532 2047.6787563304806 150 TCGA 1 100 100 0.0 0.002 5 1615 -13 2019.1998064015802 2012.813647706305 150 TCGA 1 100 100 0.0 0.002 5 1615 -14 2014.1755394393251 2010.5455058495604 150 TCGA 1 100 100 0.0 0.002 5 1615 -15 2009.8215726215215 2007.2456103760992 150 TCGA 1 100 100 0.0 0.002 5 1615 -16 2002.2985242231973 2008.5931966963724 150 TCGA 1 100 100 0.0 0.002 5 1615 -17 1996.763335844411 1985.9044140379633 150 TCGA 1 100 100 0.0 0.002 5 1615 -18 1993.0435998667324 1995.9720330166458 150 TCGA 1 100 100 0.0 0.002 5 1615 -19 1983.8361707266479 1984.6572394442917 150 TCGA 1 100 100 0.0 0.002 5 1615 -20 1981.3298536458842 1983.147512464667 150 TCGA 1 100 100 0.0 0.002 5 1615 -21 1973.9450445557322 1984.9706356489478 150 TCGA 1 100 100 0.0 0.002 5 1615 -22 1973.188241169407 1975.8351615254005 150 TCGA 1 100 100 0.0 0.002 5 1615 -23 1967.2415104655365 1969.1819872065405 150 TCGA 1 100 100 0.0 0.002 5 1615 -24 1964.8360723509747 1963.0604370730607 150 TCGA 1 100 100 0.0 0.002 5 1615 -25 1960.2992378283404 1963.3114265173524 150 TCGA 1 100 100 0.0 0.002 5 1615 -26 1956.856074400786 1963.1740158311086 150 TCGA 1 100 100 0.0 0.002 5 1615 -27 1955.4470866003503 1956.2066239400126 150 TCGA 1 100 100 0.0 0.002 5 1615 -28 1952.4091261258973 1947.8282936901303 150 TCGA 1 100 100 0.0 0.002 5 1615 -29 1948.694832530268 1947.6425707639762 150 TCGA 1 100 100 0.0 0.002 5 1615 -30 1946.56848617334 1951.3651497232256 150 TCGA 1 100 100 0.0 0.002 5 1615 -31 1945.2523491483992 1947.2211411059202 150 TCGA 1 100 100 0.0 0.002 5 1615 -32 1941.5669507225625 1941.8421919166144 150 TCGA 1 100 100 0.0 0.002 5 1615 -33 1940.6178791818108 1937.059160548838 150 TCGA 1 100 100 0.0 0.002 5 1615 -34 1938.5035050761846 1949.0349844927764 150 TCGA 1 100 100 0.0 0.002 5 1615 -35 1935.5416992950525 1943.830352323139 150 TCGA 1 100 100 0.0 0.002 5 1615 -36 1934.7973442328855 1933.62604955932 150 TCGA 1 100 100 0.0 0.002 5 1615 -37 1932.9510161907283 1935.2889514712233 150 TCGA 1 100 100 0.0 0.002 5 1615 -38 1930.5559575953432 1932.2533259559516 150 TCGA 1 100 100 0.0 0.002 5 1615 -39 1928.9501095267328 1924.8010082149026 150 TCGA 1 100 100 0.0 0.002 5 1615 -40 1926.6589251097882 1926.800194821765 150 TCGA 1 100 100 0.0 0.002 5 1615 -41 1925.4890277060776 1921.6999554658055 150 TCGA 1 100 100 0.0 0.002 5 1615 -42 1924.1465932422616 1922.236652623469 150 TCGA 1 100 100 0.0 0.002 5 1615 -43 1923.9246475180553 1919.803737314502 150 TCGA 1 100 100 0.0 0.002 5 1615 -44 1921.1624764579656 1921.6029850178627 150 TCGA 1 100 100 0.0 0.002 5 1615 -45 1920.8697957633822 1917.817609163984 150 TCGA 1 100 100 0.0 0.002 5 1615 -46 1919.2224921179557 1924.3810961546012 150 TCGA 1 100 100 0.0 0.002 5 1615 -47 1917.735107789762 1918.707936655936 150 TCGA 1 100 100 0.0 0.002 5 1615 -48 1917.6563857638791 1913.8465116107884 150 TCGA 1 100 100 0.0 0.002 5 1615 -49 1915.3715784068831 1912.8130030032978 150 TCGA 1 100 100 0.0 0.002 5 1615 -50 1914.1410425924698 1911.848606435498 150 TCGA 1 100 100 0.0 0.002 5 1615 -51 1913.7111164292714 1913.8065430914337 150 TCGA 1 100 100 0.0 0.002 5 1615 -52 1911.5439609136283 1915.3511944488066 150 TCGA 1 100 100 0.0 0.002 5 1615 -53 1911.1791861247027 1913.268414214628 150 TCGA 1 100 100 0.0 0.002 5 1615 -54 1910.6650197007505 1909.8074294813914 150 TCGA 1 100 100 0.0 0.002 5 1615 -55 1909.8312373637675 1905.9158475482884 150 TCGA 1 100 100 0.0 0.002 5 1615 -56 1908.1609088784019 1906.2857874577967 150 TCGA 1 100 100 0.0 0.002 5 1615 -57 1907.4092884185072 1905.461514726955 150 TCGA 1 100 100 0.0 0.002 5 1615 -58 1906.3912917745074 1908.7612169735396 150 TCGA 1 100 100 0.0 0.002 5 1615 -59 1905.9009736711816 1906.266603402756 150 TCGA 1 100 100 0.0 0.002 5 1615 -60 1905.4885743195782 1904.6692299387562 150 TCGA 1 100 100 0.0 0.002 5 1615 -61 1904.803025577893 1901.7290450053 150 TCGA 1 100 100 0.0 0.002 5 1615 -62 1903.8892709446986 1902.6031672032036 150 TCGA 1 100 100 0.0 0.002 5 1615 -63 1903.2966716811918 1901.036252429138 150 TCGA 1 100 100 0.0 0.002 5 1615 -64 1902.63036520756 1900.829800246349 150 TCGA 1 100 100 0.0 0.002 5 1615 -65 1902.0999887072358 1899.6073979516725 150 TCGA 1 100 100 0.0 0.002 5 1615 -66 1901.280494074242 1899.903546663984 150 TCGA 1 100 100 0.0 0.002 5 1615 -67 1900.7798689527028 1900.0076247938914 150 TCGA 1 100 100 0.0 0.002 5 1615 -68 1900.212061816766 1899.0799787511778 150 TCGA 1 100 100 0.0 0.002 5 1615 -69 1900.2205319758543 1897.3040642666458 150 TCGA 1 100 100 0.0 0.002 5 1615 -70 1899.0649357516927 1896.6204588616913 150 TCGA 1 100 100 0.0 0.002 5 1615 -71 1898.5882778054888 1897.532347405975 150 TCGA 1 100 100 0.0 0.002 5 1615 -72 1898.579531472367 1896.5429343985552 150 TCGA 1 100 100 0.0 0.002 5 1615 -73 1897.7046619632013 1896.7560562823885 150 TCGA 1 100 100 0.0 0.002 5 1615 -74 1897.050770772037 1895.7285781937028 150 TCGA 1 100 100 0.0 0.002 5 1615 -75 1896.527995754531 1895.1153631929178 150 TCGA 1 100 100 0.0 0.002 5 1615 -76 1896.1700200462917 1894.840795162335 150 TCGA 1 100 100 0.0 0.002 5 1615 -77 1895.7655986484 1895.2261539631752 150 TCGA 1 100 100 0.0 0.002 5 1615 -78 1894.8166474202792 1895.851123905661 150 TCGA 1 100 100 0.0 0.002 5 1615 -79 1894.915859409336 1893.8498332728093 150 TCGA 1 100 100 0.0 0.002 5 1615 -80 1894.489333242933 1894.752272102701 150 TCGA 1 100 100 0.0 0.002 5 1615 -81 1894.2612999176151 1892.6696893893295 150 TCGA 1 100 100 0.0 0.002 5 1615 -82 1893.8170720571013 1892.4496904689463 150 TCGA 1 100 100 0.0 0.002 5 1615 -83 1893.226842761665 1891.541776877552 150 TCGA 1 100 100 0.0 0.002 5 1615 -84 1893.0331716093585 1890.8807698158762 150 TCGA 1 100 100 0.0 0.002 5 1615 -85 1892.3055925289427 1892.8009358315012 150 TCGA 1 100 100 0.0 0.002 5 1615 -86 1892.3191172764468 1891.4316289700455 150 TCGA 1 100 100 0.0 0.002 5 1615 -87 1891.861474952736 1890.4214321117306 150 TCGA 1 100 100 0.0 0.002 5 1615 -88 1891.362409071992 1890.5974642499607 150 TCGA 1 100 100 0.0 0.002 5 1615 -89 1891.070948726272 1890.8907973706423 150 TCGA 1 100 100 0.0 0.002 5 1615 -90 1890.6655333389433 1888.927853991638 150 TCGA 1 100 100 0.0 0.002 5 1615 -91 1890.3477933491722 1889.088038458896 150 TCGA 1 100 100 0.0 0.002 5 1615 -92 1890.0264994496413 1887.8924634157113 150 TCGA 1 100 100 0.0 0.002 5 1615 -93 1889.8026588083126 1887.566805585545 150 TCGA 1 100 100 0.0 0.002 5 1615 -94 1889.7805558519847 1888.0274216541693 150 TCGA 1 100 100 0.0 0.002 5 1615 -95 1889.202040115256 1888.0361978348776 150 TCGA 1 100 100 0.0 0.002 5 1615 -96 1889.188105282899 1888.4702191376805 150 TCGA 1 100 100 0.0 0.002 5 1615 -97 1888.6927409571774 1887.882619886542 150 TCGA 1 100 100 0.0 0.002 5 1615 -98 1888.2749167049633 1887.6453520041614 150 TCGA 1 100 100 0.0 0.002 5 1615 -99 1888.1225461673491 1886.5620301213096 150 TCGA 1 100 100 0.0 0.002 5 1615 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index f94e63975..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4925.04994699159 4624.682830657192 150 TCGA 1 100 100 1.0 0.002 5 9300 -1 3777.0091443049587 3942.033788326398 150 TCGA 1 100 100 1.0 0.002 5 9300 -2 3049.152649586615 2851.571130800487 150 TCGA 1 100 100 1.0 0.002 5 9300 -3 2569.752131509254 2522.8408534371074 150 TCGA 1 100 100 1.0 0.002 5 9300 -4 2319.898073128497 2446.785796659077 150 TCGA 1 100 100 1.0 0.002 5 9300 -5 2198.881973963202 2168.948050800879 150 TCGA 1 100 100 1.0 0.002 5 9300 -6 2151.8696816639517 2208.773298867384 150 TCGA 1 100 100 1.0 0.002 5 9300 -7 2110.284810490847 2110.173004917164 150 TCGA 1 100 100 1.0 0.002 5 9300 -8 2085.089739215628 2056.7896710113064 150 TCGA 1 100 100 1.0 0.002 5 9300 -9 2062.207956935109 2048.404536108276 150 TCGA 1 100 100 1.0 0.002 5 9300 -10 2048.257020793838 2057.829983658527 150 TCGA 1 100 100 1.0 0.002 5 9300 -11 2032.3252695438944 2043.4714631507145 150 TCGA 1 100 100 1.0 0.002 5 9300 -12 2026.9675445028654 2041.9184637788553 150 TCGA 1 100 100 1.0 0.002 5 9300 -13 2020.064498756597 2014.4694014506124 150 TCGA 1 100 100 1.0 0.002 5 9300 -14 2014.016201819356 2030.5536042026538 150 TCGA 1 100 100 1.0 0.002 5 9300 -15 2007.6898723388972 2006.368971321451 150 TCGA 1 100 100 1.0 0.002 5 9300 -16 2003.3436247004583 2002.3667341836133 150 TCGA 1 100 100 1.0 0.002 5 9300 -17 1999.2941781303848 1984.3592970958307 150 TCGA 1 100 100 1.0 0.002 5 9300 -18 1990.8365853896482 1996.1665959190484 150 TCGA 1 100 100 1.0 0.002 5 9300 -19 1990.0417060123941 1990.7939146415672 150 TCGA 1 100 100 1.0 0.002 5 9300 -20 1981.1823190901346 1979.256538429452 150 TCGA 1 100 100 1.0 0.002 5 9300 -21 1979.5096065616192 1977.0840174996074 150 TCGA 1 100 100 1.0 0.002 5 9300 -22 1975.7039267481111 1976.1040333503454 150 TCGA 1 100 100 1.0 0.002 5 9300 -23 1971.6965289656134 1980.9591082855684 150 TCGA 1 100 100 1.0 0.002 5 9300 -24 1966.8365144556103 1973.8279636708935 150 TCGA 1 100 100 1.0 0.002 5 9300 -25 1967.061672867695 1968.9834107058732 150 TCGA 1 100 100 1.0 0.002 5 9300 -26 1960.1344324012516 1971.7429677685302 150 TCGA 1 100 100 1.0 0.002 5 9300 -27 1957.6028902037015 1958.284596812186 150 TCGA 1 100 100 1.0 0.002 5 9300 -28 1955.9906092108406 1955.5996658095164 150 TCGA 1 100 100 1.0 0.002 5 9300 -29 1954.3633535602075 1956.0878912384187 150 TCGA 1 100 100 1.0 0.002 5 9300 -30 1950.2534881806398 1951.5790095497016 150 TCGA 1 100 100 1.0 0.002 5 9300 -31 1948.8935491964478 1951.1412678627512 150 TCGA 1 100 100 1.0 0.002 5 9300 -32 1944.2330495581216 1945.295526092376 150 TCGA 1 100 100 1.0 0.002 5 9300 -33 1943.6811413343949 1944.7010461241755 150 TCGA 1 100 100 1.0 0.002 5 9300 -34 1939.7851558003606 1943.2774038650282 150 TCGA 1 100 100 1.0 0.002 5 9300 -35 1939.4310281342434 1940.2910162384187 150 TCGA 1 100 100 1.0 0.002 5 9300 -36 1937.4591787146437 1935.419130564934 150 TCGA 1 100 100 1.0 0.002 5 9300 -37 1934.512893412765 1936.633842429923 150 TCGA 1 100 100 1.0 0.002 5 9300 -38 1931.9687739807734 1933.898492707679 150 TCGA 1 100 100 1.0 0.002 5 9300 -39 1931.6294912991214 1936.9070345624607 150 TCGA 1 100 100 1.0 0.002 5 9300 -40 1929.3723930037838 1930.0912766959798 150 TCGA 1 100 100 1.0 0.002 5 9300 -41 1926.878787354415 1933.202757562225 150 TCGA 1 100 100 1.0 0.002 5 9300 -42 1926.3156431845116 1924.3101450857805 150 TCGA 1 100 100 1.0 0.002 5 9300 -43 1925.007235680644 1925.352610219064 150 TCGA 1 100 100 1.0 0.002 5 9300 -44 1923.437967352575 1920.108264712233 150 TCGA 1 100 100 1.0 0.002 5 9300 -45 1922.970519222443 1922.6426038885836 150 TCGA 1 100 100 1.0 0.002 5 9300 -46 1921.4622390019813 1920.68797907997 150 TCGA 1 100 100 1.0 0.002 5 9300 -47 1919.714437998037 1920.0411376953125 150 TCGA 1 100 100 1.0 0.002 5 9300 -48 1918.5177736909332 1921.7939624882224 150 TCGA 1 100 100 1.0 0.002 5 9300 -49 1917.8303841796221 1917.7071698826162 150 TCGA 1 100 100 1.0 0.002 5 9300 -50 1916.0499716536356 1916.9743621672817 150 TCGA 1 100 100 1.0 0.002 5 9300 -51 1914.7257944203498 1916.5900866637876 150 TCGA 1 100 100 1.0 0.002 5 9300 -52 1913.3720976723826 1915.813356945862 150 TCGA 1 100 100 1.0 0.002 5 9300 -53 1911.8805875883581 1915.8640449562265 150 TCGA 1 100 100 1.0 0.002 5 9300 -54 1911.7358963075712 1914.8729978015076 150 TCGA 1 100 100 1.0 0.002 5 9300 -55 1911.0240553728052 1911.1321432602465 150 TCGA 1 100 100 1.0 0.002 5 9300 -56 1909.9006485681953 1908.912228991638 150 TCGA 1 100 100 1.0 0.002 5 9300 -57 1908.628498794857 1907.7353092366127 150 TCGA 1 100 100 1.0 0.002 5 9300 -58 1907.7975798712364 1907.6336326407427 150 TCGA 1 100 100 1.0 0.002 5 9300 -59 1907.0397300920338 1906.4333704656092 150 TCGA 1 100 100 1.0 0.002 5 9300 -60 1905.6321884548709 1906.1263035146435 150 TCGA 1 100 100 1.0 0.002 5 9300 -61 1905.1586443712329 1906.9617717493718 150 TCGA 1 100 100 1.0 0.002 5 9300 -62 1904.758894373522 1905.1491686950376 150 TCGA 1 100 100 1.0 0.002 5 9300 -63 1903.8886804726524 1904.030487520611 150 TCGA 1 100 100 1.0 0.002 5 9300 -64 1902.8718315130473 1904.511902162178 150 TCGA 1 100 100 1.0 0.002 5 9300 -65 1901.9619611792698 1902.613594706933 150 TCGA 1 100 100 1.0 0.002 5 9300 -66 1901.4923271198786 1902.4300211997488 150 TCGA 1 100 100 1.0 0.002 5 9300 -67 1900.9238843708142 1902.226965516057 150 TCGA 1 100 100 1.0 0.002 5 9300 -68 1899.8038959164667 1902.29361222617 150 TCGA 1 100 100 1.0 0.002 5 9300 -69 1899.3401883918668 1900.4848013259657 150 TCGA 1 100 100 1.0 0.002 5 9300 -70 1899.1585196984613 1902.1787943624372 150 TCGA 1 100 100 1.0 0.002 5 9300 -71 1897.8898264402417 1899.8917199523005 150 TCGA 1 100 100 1.0 0.002 5 9300 -72 1897.7378042506139 1898.7095272505103 150 TCGA 1 100 100 1.0 0.002 5 9300 -73 1897.0483503625892 1898.009980934948 150 TCGA 1 100 100 1.0 0.002 5 9300 -74 1896.8949696621414 1898.4741272279366 150 TCGA 1 100 100 1.0 0.002 5 9300 -75 1896.2866481947492 1898.354053593161 150 TCGA 1 100 100 1.0 0.002 5 9300 -76 1895.6845278147541 1897.5438557533762 150 TCGA 1 100 100 1.0 0.002 5 9300 -77 1895.4050876546323 1897.644517141371 150 TCGA 1 100 100 1.0 0.002 5 9300 -78 1894.65376565999 1897.8446204410725 150 TCGA 1 100 100 1.0 0.002 5 9300 -79 1894.0523149430958 1896.9397518598853 150 TCGA 1 100 100 1.0 0.002 5 9300 -80 1894.2512129775007 1897.48132201535 150 TCGA 1 100 100 1.0 0.002 5 9300 -81 1893.2687852708127 1894.357437823885 150 TCGA 1 100 100 1.0 0.002 5 9300 -82 1893.4688800275692 1894.99142992796 150 TCGA 1 100 100 1.0 0.002 5 9300 -83 1892.5742595581912 1894.770666687932 150 TCGA 1 100 100 1.0 0.002 5 9300 -84 1892.5366181097788 1892.7386762916144 150 TCGA 1 100 100 1.0 0.002 5 9300 -85 1891.5277661113737 1893.6693458748823 150 TCGA 1 100 100 1.0 0.002 5 9300 -86 1891.407512614977 1893.1509200053 150 TCGA 1 100 100 1.0 0.002 5 9300 -87 1890.9075378629163 1892.6095559585035 150 TCGA 1 100 100 1.0 0.002 5 9300 -88 1890.88882161858 1891.6960062764997 150 TCGA 1 100 100 1.0 0.002 5 9300 -89 1890.5862906032646 1891.766774546561 150 TCGA 1 100 100 1.0 0.002 5 9300 -90 1890.2117816368534 1890.977569120014 150 TCGA 1 100 100 1.0 0.002 5 9300 -91 1889.712728891033 1890.3883105714117 150 TCGA 1 100 100 1.0 0.002 5 9300 -92 1889.3975439981791 1890.930131001688 150 TCGA 1 100 100 1.0 0.002 5 9300 -93 1888.8702218308754 1890.4583973333465 150 TCGA 1 100 100 1.0 0.002 5 9300 -94 1888.52767795478 1890.0159090128377 150 TCGA 1 100 100 1.0 0.002 5 9300 -95 1888.3577843116907 1890.129679770925 150 TCGA 1 100 100 1.0 0.002 5 9300 -96 1888.232805744507 1889.4470245514683 150 TCGA 1 100 100 1.0 0.002 5 9300 -97 1887.7573544263494 1889.0332626266097 150 TCGA 1 100 100 1.0 0.002 5 9300 -98 1887.5450296794772 1888.768781038984 150 TCGA 1 100 100 1.0 0.002 5 9300 -99 1887.3794509405695 1888.5607707728093 150 TCGA 1 100 100 1.0 0.002 5 9300 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 82ef98741..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4924.736089843314 4788.070123567054 150 TCGA 1 50 100 0.5 0.002 5 3252 -1 3763.9210446657166 3641.841663149733 150 TCGA 1 50 100 0.5 0.002 5 3252 -2 2939.2923693396656 2808.0263181140076 150 TCGA 1 50 100 0.5 0.002 5 3252 -3 2482.4816958570814 2419.594623508166 150 TCGA 1 50 100 0.5 0.002 5 3252 -4 2291.7560887728996 2366.460055403973 150 TCGA 1 50 100 0.5 0.002 5 3252 -5 2197.0189092759374 2285.697333101052 150 TCGA 1 50 100 0.5 0.002 5 3252 -6 2133.5595021580516 2192.2070533330716 150 TCGA 1 50 100 0.5 0.002 5 3252 -7 2108.1186839547695 2188.34423828125 150 TCGA 1 50 100 0.5 0.002 5 3252 -8 2074.855284997323 2118.7769487083856 150 TCGA 1 50 100 0.5 0.002 5 3252 -9 2060.916728208235 2080.029423239243 150 TCGA 1 50 100 0.5 0.002 5 3252 -10 2049.79657706614 2041.5244931935065 150 TCGA 1 50 100 0.5 0.002 5 3252 -11 2035.425959947639 2092.0868318644 150 TCGA 1 50 100 0.5 0.002 5 3252 -12 2027.4590546686425 2038.3545326731312 150 TCGA 1 50 100 0.5 0.002 5 3252 -13 2016.6891764059492 2021.2498957188286 150 TCGA 1 50 100 0.5 0.002 5 3252 -14 2014.6768407914265 2013.2311508715452 150 TCGA 1 50 100 0.5 0.002 5 3252 -15 2003.7373822026254 2009.9070296551115 150 TCGA 1 50 100 0.5 0.002 5 3252 -16 1997.172734288342 1992.1472088224325 150 TCGA 1 50 100 0.5 0.002 5 3252 -17 1995.3297447786226 2000.0667473107726 150 TCGA 1 50 100 0.5 0.002 5 3252 -18 1987.8138035049208 1991.6735833709563 150 TCGA 1 50 100 0.5 0.002 5 3252 -19 1985.9327166940848 1978.5754836192682 150 TCGA 1 50 100 0.5 0.002 5 3252 -20 1980.6255023699543 2004.3869500088333 150 TCGA 1 50 100 0.5 0.002 5 3252 -21 1976.6726552062914 1969.6553654502984 150 TCGA 1 50 100 0.5 0.002 5 3252 -22 1971.7695019144287 1973.8062952702967 150 TCGA 1 50 100 0.5 0.002 5 3252 -23 1968.5250170563252 1985.6774485219064 150 TCGA 1 50 100 0.5 0.002 5 3252 -24 1965.1964884844326 1978.3205897652324 150 TCGA 1 50 100 0.5 0.002 5 3252 -25 1962.6054238133006 1962.98812605508 150 TCGA 1 50 100 0.5 0.002 5 3252 -26 1958.920914501893 1964.0238264074278 150 TCGA 1 50 100 0.5 0.002 5 3252 -27 1956.3422279702804 1957.8156818025675 150 TCGA 1 50 100 0.5 0.002 5 3252 -28 1951.6462986602596 1949.120714043852 150 TCGA 1 50 100 0.5 0.002 5 3252 -29 1951.915255366352 1948.62901114459 150 TCGA 1 50 100 0.5 0.002 5 3252 -30 1947.2224311168632 1943.2848894128847 150 TCGA 1 50 100 0.5 0.002 5 3252 -31 1947.0857240302394 1950.4111990617148 150 TCGA 1 50 100 0.5 0.002 5 3252 -32 1943.320044637485 1946.6835072579695 150 TCGA 1 50 100 0.5 0.002 5 3252 -33 1942.010268757979 1943.1703113958465 150 TCGA 1 50 100 0.5 0.002 5 3252 -34 1939.0406917346777 1937.3209062892588 150 TCGA 1 50 100 0.5 0.002 5 3252 -35 1937.6512527746845 1945.0393827045384 150 TCGA 1 50 100 0.5 0.002 5 3252 -36 1934.573781809406 1941.775583238458 150 TCGA 1 50 100 0.5 0.002 5 3252 -37 1934.5357113912817 1933.6427590835035 150 TCGA 1 50 100 0.5 0.002 5 3252 -38 1931.2372614539804 1932.312884613497 150 TCGA 1 50 100 0.5 0.002 5 3252 -39 1930.5268510541075 1932.9429416368955 150 TCGA 1 50 100 0.5 0.002 5 3252 -40 1928.3762823718641 1930.121608408252 150 TCGA 1 50 100 0.5 0.002 5 3252 -41 1927.5320488050163 1931.4163769285883 150 TCGA 1 50 100 0.5 0.002 5 3252 -42 1926.130992277537 1927.695854148673 150 TCGA 1 50 100 0.5 0.002 5 3252 -43 1924.284274084545 1927.595949105881 150 TCGA 1 50 100 0.5 0.002 5 3252 -44 1923.4892672549295 1927.8585800094222 150 TCGA 1 50 100 0.5 0.002 5 3252 -45 1921.1900095606984 1923.4060224216787 150 TCGA 1 50 100 0.5 0.002 5 3252 -46 1920.1818017458222 1919.616061263348 150 TCGA 1 50 100 0.5 0.002 5 3252 -47 1919.0492883650954 1921.60704768962 150 TCGA 1 50 100 0.5 0.002 5 3252 -48 1918.1634428831387 1921.7779166830244 150 TCGA 1 50 100 0.5 0.002 5 3252 -49 1917.0882853403568 1922.3016713204695 150 TCGA 1 50 100 0.5 0.002 5 3252 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index baf34e40a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4917.756258709381 4686.410956147927 150 TCGA 1 50 100 0.0 0.002 5 6125 -1 3734.600451263656 3948.622192996231 150 TCGA 1 50 100 0.0 0.002 5 6125 -2 2926.263150701939 3150.7858898987124 150 TCGA 1 50 100 0.0 0.002 5 6125 -3 2492.7726966576033 2484.721435546875 150 TCGA 1 50 100 0.0 0.002 5 6125 -4 2291.0951110996534 2480.355660136621 150 TCGA 1 50 100 0.0 0.002 5 6125 -5 2197.2371812410183 2233.348978780622 150 TCGA 1 50 100 0.0 0.002 5 6125 -6 2140.579065972852 2107.617970222205 150 TCGA 1 50 100 0.0 0.002 5 6125 -7 2105.507755709168 2128.6255103643216 150 TCGA 1 50 100 0.0 0.002 5 6125 -8 2080.721641372764 2241.261367874529 150 TCGA 1 50 100 0.0 0.002 5 6125 -9 2061.98453869603 2073.508148653423 150 TCGA 1 50 100 0.0 0.002 5 6125 -10 2045.719306980716 2100.6311808063756 150 TCGA 1 50 100 0.0 0.002 5 6125 -11 2039.5978757013286 2062.2461894433104 150 TCGA 1 50 100 0.0 0.002 5 6125 -12 2028.2365840107539 2032.8186305060458 150 TCGA 1 50 100 0.0 0.002 5 6125 -13 2023.5005516259182 2017.0152305718043 150 TCGA 1 50 100 0.0 0.002 5 6125 -14 2014.7918693950392 2013.9090060900205 150 TCGA 1 50 100 0.0 0.002 5 6125 -15 2010.1171096578641 2046.6160354997644 150 TCGA 1 50 100 0.0 0.002 5 6125 -16 2001.9400716654516 2000.8648098892902 150 TCGA 1 50 100 0.0 0.002 5 6125 -17 1995.6092189750923 2033.5386012091708 150 TCGA 1 50 100 0.0 0.002 5 6125 -18 1990.8010045982044 1990.8546602642116 150 TCGA 1 50 100 0.0 0.002 5 6125 -19 1987.9637982564016 1974.9827966737987 150 TCGA 1 50 100 0.0 0.002 5 6125 -20 1981.9866941724322 1981.7582676566426 150 TCGA 1 50 100 0.0 0.002 5 6125 -21 1979.0438008283395 1977.4807478554883 150 TCGA 1 50 100 0.0 0.002 5 6125 -22 1973.9901230960356 1972.1806235768688 150 TCGA 1 50 100 0.0 0.002 5 6125 -23 1969.7739731705285 1961.1654966728172 150 TCGA 1 50 100 0.0 0.002 5 6125 -24 1970.2925895676442 1961.9728421158527 150 TCGA 1 50 100 0.0 0.002 5 6125 -25 1963.1505725109919 1959.7998574415044 150 TCGA 1 50 100 0.0 0.002 5 6125 -26 1958.4710429434613 1952.9533734345555 150 TCGA 1 50 100 0.0 0.002 5 6125 -27 1957.3459952271721 1957.196877330991 150 TCGA 1 50 100 0.0 0.002 5 6125 -28 1955.689196367218 1955.0214800810695 150 TCGA 1 50 100 0.0 0.002 5 6125 -29 1951.574708366543 1950.78061572511 150 TCGA 1 50 100 0.0 0.002 5 6125 -30 1947.9996674847744 1950.748262184948 150 TCGA 1 50 100 0.0 0.002 5 6125 -31 1946.3348904258505 1948.2867535921796 150 TCGA 1 50 100 0.0 0.002 5 6125 -32 1944.4908864476583 1950.5476282781092 150 TCGA 1 50 100 0.0 0.002 5 6125 -33 1941.5874716291098 1939.6650225001963 150 TCGA 1 50 100 0.0 0.002 5 6125 -34 1940.1665910954373 1941.8278047954616 150 TCGA 1 50 100 0.0 0.002 5 6125 -35 1937.5560001203398 1938.1155447648398 150 TCGA 1 50 100 0.0 0.002 5 6125 -36 1936.830453492233 1933.44305818644 150 TCGA 1 50 100 0.0 0.002 5 6125 -37 1934.3856047476918 1930.3810434005968 150 TCGA 1 50 100 0.0 0.002 5 6125 -38 1933.1509720497545 1933.634200666418 150 TCGA 1 50 100 0.0 0.002 5 6125 -39 1930.5197392832104 1926.276074586801 150 TCGA 1 50 100 0.0 0.002 5 6125 -40 1930.0597804985298 1929.1988531524812 150 TCGA 1 50 100 0.0 0.002 5 6125 -41 1927.9618639753844 1927.515783875432 150 TCGA 1 50 100 0.0 0.002 5 6125 -42 1927.050367622533 1935.5399323276538 150 TCGA 1 50 100 0.0 0.002 5 6125 -43 1924.324457372322 1925.0261899095085 150 TCGA 1 50 100 0.0 0.002 5 6125 -44 1923.805240447586 1923.1902198983198 150 TCGA 1 50 100 0.0 0.002 5 6125 -45 1922.6286781601427 1919.0967692466238 150 TCGA 1 50 100 0.0 0.002 5 6125 -46 1920.547771295036 1919.1176855959484 150 TCGA 1 50 100 0.0 0.002 5 6125 -47 1919.5781310360696 1913.9219559712626 150 TCGA 1 50 100 0.0 0.002 5 6125 -48 1917.583369513417 1914.2343369680434 150 TCGA 1 50 100 0.0 0.002 5 6125 -49 1916.8680773910794 1918.606366794912 150 TCGA 1 50 100 0.0 0.002 5 6125 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index f1c3c9358..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4939.572017478496 4810.580269511621 150 TCGA 1 50 100 1.0 0.002 5 2374 -1 3786.85795138683 4310.402549858668 150 TCGA 1 50 100 1.0 0.002 5 2374 -2 2941.854981150022 3497.187806709328 150 TCGA 1 50 100 1.0 0.002 5 2374 -3 2484.6868365773507 2568.08857520022 150 TCGA 1 50 100 1.0 0.002 5 2374 -4 2277.0953615079807 2333.540846321451 150 TCGA 1 50 100 1.0 0.002 5 2374 -5 2182.4637675037848 2333.551565199042 150 TCGA 1 50 100 1.0 0.002 5 2374 -6 2126.746715206296 2269.2947856960586 150 TCGA 1 50 100 1.0 0.002 5 2374 -7 2095.047720758281 2164.2574677587154 150 TCGA 1 50 100 1.0 0.002 5 2374 -8 2076.0861891891186 2115.521148221577 150 TCGA 1 50 100 1.0 0.002 5 2374 -9 2060.6677805009276 2094.620058299309 150 TCGA 1 50 100 1.0 0.002 5 2374 -10 2048.767507449845 2046.238519869857 150 TCGA 1 50 100 1.0 0.002 5 2374 -11 2039.0120974282147 2047.1837961781564 150 TCGA 1 50 100 1.0 0.002 5 2374 -12 2026.6570606318978 2014.807745391999 150 TCGA 1 50 100 1.0 0.002 5 2374 -13 2020.602517329924 2009.876828601013 150 TCGA 1 50 100 1.0 0.002 5 2374 -14 2013.0319621608464 2018.239448585702 150 TCGA 1 50 100 1.0 0.002 5 2374 -15 2010.0649369643568 2017.5995443526224 150 TCGA 1 50 100 1.0 0.002 5 2374 -16 2002.7917113944427 1991.2017693447708 150 TCGA 1 50 100 1.0 0.002 5 2374 -17 1996.7089065873658 1991.938824370878 150 TCGA 1 50 100 1.0 0.002 5 2374 -18 1992.4014360368458 1999.7206945371388 150 TCGA 1 50 100 1.0 0.002 5 2374 -19 1984.1807032628894 1981.736198080245 150 TCGA 1 50 100 1.0 0.002 5 2374 -20 1980.898184461963 1980.1032494013034 150 TCGA 1 50 100 1.0 0.002 5 2374 -21 1977.9027045652635 1980.4782954077025 150 TCGA 1 50 100 1.0 0.002 5 2374 -22 1972.4112257652482 1967.649462522574 150 TCGA 1 50 100 1.0 0.002 5 2374 -23 1970.7946766988416 1966.429368522299 150 TCGA 1 50 100 1.0 0.002 5 2374 -24 1965.7261533144263 1961.779708478918 150 TCGA 1 50 100 1.0 0.002 5 2374 -25 1961.9202651815738 1968.113277569488 150 TCGA 1 50 100 1.0 0.002 5 2374 -26 1959.784703708278 1964.5315935144472 150 TCGA 1 50 100 1.0 0.002 5 2374 -27 1956.8312924377938 1963.0366971576634 150 TCGA 1 50 100 1.0 0.002 5 2374 -28 1953.062627602241 1949.5976476621388 150 TCGA 1 50 100 1.0 0.002 5 2374 -29 1949.3644325860125 1950.92349503867 150 TCGA 1 50 100 1.0 0.002 5 2374 -30 1947.1055578331234 1945.5563639731863 150 TCGA 1 50 100 1.0 0.002 5 2374 -31 1944.6108897946112 1942.0050349403266 150 TCGA 1 50 100 1.0 0.002 5 2374 -32 1944.3600079425412 1938.9488715550408 150 TCGA 1 50 100 1.0 0.002 5 2374 -33 1940.2834328635354 1940.6994463283213 150 TCGA 1 50 100 1.0 0.002 5 2374 -34 1938.2950412202247 1932.7259257714354 150 TCGA 1 50 100 1.0 0.002 5 2374 -35 1935.0640615843704 1934.7946482902796 150 TCGA 1 50 100 1.0 0.002 5 2374 -36 1934.2334238489448 1930.2809856165593 150 TCGA 1 50 100 1.0 0.002 5 2374 -37 1933.6742678588091 1929.3339438893688 150 TCGA 1 50 100 1.0 0.002 5 2374 -38 1930.0423479886017 1927.9256377100346 150 TCGA 1 50 100 1.0 0.002 5 2374 -39 1928.9987341694193 1928.3248432101916 150 TCGA 1 50 100 1.0 0.002 5 2374 -40 1928.970280818128 1932.5611572265625 150 TCGA 1 50 100 1.0 0.002 5 2374 -41 1926.6952981251613 1927.5747720536276 150 TCGA 1 50 100 1.0 0.002 5 2374 -42 1924.5456664916433 1920.4076050418107 150 TCGA 1 50 100 1.0 0.002 5 2374 -43 1923.6504881695214 1924.9713846331265 150 TCGA 1 50 100 1.0 0.002 5 2374 -44 1922.4722312861675 1914.8119835014918 150 TCGA 1 50 100 1.0 0.002 5 2374 -45 1919.863487321147 1918.3330121064305 150 TCGA 1 50 100 1.0 0.002 5 2374 -46 1919.8811897510316 1920.4583102278973 150 TCGA 1 50 100 1.0 0.002 5 2374 -47 1917.3042002951597 1916.7427285352544 150 TCGA 1 50 100 1.0 0.002 5 2374 -48 1917.4379980234391 1915.0861313402952 150 TCGA 1 50 100 1.0 0.002 5 2374 -49 1915.9331771658126 1915.278166957836 150 TCGA 1 50 100 1.0 0.002 5 2374 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index ecf8043cf..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3986.9860970920477 3512.2944200985394 50 TCGA 1 100 100 0.5 0.002 5 639 -1 2365.142279945882 2157.0605407408134 50 TCGA 1 100 100 0.5 0.002 5 639 -2 2099.3059888657267 2090.225500058888 50 TCGA 1 100 100 0.5 0.002 5 639 -3 2049.4036994539797 2067.712531161668 50 TCGA 1 100 100 0.5 0.002 5 639 -4 2022.8716377047958 2005.404095673681 50 TCGA 1 100 100 0.5 0.002 5 639 -5 2000.942621216815 2002.711361372291 50 TCGA 1 100 100 0.5 0.002 5 639 -6 1984.7574145145377 1983.76160465413 50 TCGA 1 100 100 0.5 0.002 5 639 -7 1972.461089410025 1971.6238940061637 50 TCGA 1 100 100 0.5 0.002 5 639 -8 1962.3438742640083 1953.948440321726 50 TCGA 1 100 100 0.5 0.002 5 639 -9 1954.3171644920828 1953.351145375314 50 TCGA 1 100 100 0.5 0.002 5 639 -10 1945.5054104712701 1946.5598580058495 50 TCGA 1 100 100 0.5 0.002 5 639 -11 1940.8115286287925 1934.3334795314463 50 TCGA 1 100 100 0.5 0.002 5 639 -12 1935.235782834911 1936.6949610111103 50 TCGA 1 100 100 0.5 0.002 5 639 -13 1929.82270956907 1929.7226728123037 50 TCGA 1 100 100 0.5 0.002 5 639 -14 1926.6277556906375 1925.657978613772 50 TCGA 1 100 100 0.5 0.002 5 639 -15 1921.7414914171723 1918.8752146965296 50 TCGA 1 100 100 0.5 0.002 5 639 -16 1919.459665864982 1919.9611969760913 50 TCGA 1 100 100 0.5 0.002 5 639 -17 1915.5358868460662 1910.3634229497095 50 TCGA 1 100 100 0.5 0.002 5 639 -18 1912.2444184068352 1910.1304827359454 50 TCGA 1 100 100 0.5 0.002 5 639 -19 1911.2432957114966 1905.9862600355293 50 TCGA 1 100 100 0.5 0.002 5 639 -20 1907.5047347857253 1905.286170231038 50 TCGA 1 100 100 0.5 0.002 5 639 -21 1905.6205995961857 1902.3534168645965 50 TCGA 1 100 100 0.5 0.002 5 639 -22 1903.5928799203098 1902.482313299898 50 TCGA 1 100 100 0.5 0.002 5 639 -23 1902.0086656296435 1899.9146802125863 50 TCGA 1 100 100 0.5 0.002 5 639 -24 1900.3917459921588 1897.833376477112 50 TCGA 1 100 100 0.5 0.002 5 639 -25 1898.6044149721342 1897.275605934948 50 TCGA 1 100 100 0.5 0.002 5 639 -26 1897.4667288023043 1894.9502370249686 50 TCGA 1 100 100 0.5 0.002 5 639 -27 1895.9989054548194 1894.5462088273398 50 TCGA 1 100 100 0.5 0.002 5 639 -28 1894.9900406621266 1892.8586094535176 50 TCGA 1 100 100 0.5 0.002 5 639 -29 1893.8087475675866 1891.495922606195 50 TCGA 1 100 100 0.5 0.002 5 639 -30 1892.983926682164 1891.2877485572394 50 TCGA 1 100 100 0.5 0.002 5 639 -31 1891.9479903076253 1890.3972670972048 50 TCGA 1 100 100 0.5 0.002 5 639 -32 1891.2621227306558 1890.2236996751335 50 TCGA 1 100 100 0.5 0.002 5 639 -33 1890.0820313317527 1888.486877134697 50 TCGA 1 100 100 0.5 0.002 5 639 -34 1889.6349235029675 1887.0803339205795 50 TCGA 1 100 100 0.5 0.002 5 639 -35 1889.0124983295211 1887.02942017215 50 TCGA 1 100 100 0.5 0.002 5 639 -36 1888.0365848364554 1885.8539916378768 50 TCGA 1 100 100 0.5 0.002 5 639 -37 1887.765765342027 1886.6118114989008 50 TCGA 1 100 100 0.5 0.002 5 639 -38 1887.199545297283 1884.55637133421 50 TCGA 1 100 100 0.5 0.002 5 639 -39 1886.6526359611755 1884.198185139565 50 TCGA 1 100 100 0.5 0.002 5 639 -40 1886.0950080232037 1883.9060426644944 50 TCGA 1 100 100 0.5 0.002 5 639 -41 1885.491020835368 1883.639250942211 50 TCGA 1 100 100 0.5 0.002 5 639 -42 1885.015068046535 1882.7830736936637 50 TCGA 1 100 100 0.5 0.002 5 639 -43 1884.5742984315702 1882.1722258754712 50 TCGA 1 100 100 0.5 0.002 5 639 -44 1884.1236820793642 1881.8781173936086 50 TCGA 1 100 100 0.5 0.002 5 639 -45 1883.529028767227 1881.4750436754082 50 TCGA 1 100 100 0.5 0.002 5 639 -46 1883.2626189146606 1881.0788684634108 50 TCGA 1 100 100 0.5 0.002 5 639 -47 1882.9377675627554 1880.4237091217808 50 TCGA 1 100 100 0.5 0.002 5 639 -48 1882.1613020404586 1880.2046192878454 50 TCGA 1 100 100 0.5 0.002 5 639 -49 1882.2014079357393 1879.5377730939856 50 TCGA 1 100 100 0.5 0.002 5 639 -50 1881.2869294646969 1879.0008937509815 50 TCGA 1 100 100 0.5 0.002 5 639 -51 1881.2560959943823 1878.8735701211133 50 TCGA 1 100 100 0.5 0.002 5 639 -52 1880.8838554183903 1877.925767141371 50 TCGA 1 100 100 0.5 0.002 5 639 -53 1880.430269469772 1878.1362954911276 50 TCGA 1 100 100 0.5 0.002 5 639 -54 1879.9681562578482 1877.8426562745367 50 TCGA 1 100 100 0.5 0.002 5 639 -55 1879.7871957875373 1877.1536527854114 50 TCGA 1 100 100 0.5 0.002 5 639 -56 1879.3200699808024 1876.4087901666535 50 TCGA 1 100 100 0.5 0.002 5 639 -57 1879.0474491623952 1876.140701677332 50 TCGA 1 100 100 0.5 0.002 5 639 -58 1878.5055393815533 1876.0473074601523 50 TCGA 1 100 100 0.5 0.002 5 639 -59 1878.3216564588508 1876.858897146867 50 TCGA 1 100 100 0.5 0.002 5 639 -60 1878.2731604266878 1875.1719332747723 50 TCGA 1 100 100 0.5 0.002 5 639 -61 1877.8980422941272 1875.0411057975423 50 TCGA 1 100 100 0.5 0.002 5 639 -62 1877.7422369739709 1874.939100409273 50 TCGA 1 100 100 0.5 0.002 5 639 -63 1877.5734522917771 1874.3860102514525 50 TCGA 1 100 100 0.5 0.002 5 639 -64 1877.0976757343785 1874.4871967258166 50 TCGA 1 100 100 0.5 0.002 5 639 -65 1877.062998295948 1874.686663910372 50 TCGA 1 100 100 0.5 0.002 5 639 -66 1876.9389604291075 1873.9685107667242 50 TCGA 1 100 100 0.5 0.002 5 639 -67 1876.7362490565745 1874.278366318899 50 TCGA 1 100 100 0.5 0.002 5 639 -68 1876.6158540191122 1873.5574613791614 50 TCGA 1 100 100 0.5 0.002 5 639 -69 1876.430543245728 1873.8012278187814 50 TCGA 1 100 100 0.5 0.002 5 639 -70 1876.3468014853038 1873.4970408684046 50 TCGA 1 100 100 0.5 0.002 5 639 -71 1875.9755819452462 1873.31764290201 50 TCGA 1 100 100 0.5 0.002 5 639 -72 1876.0001916281813 1873.2311379897535 50 TCGA 1 100 100 0.5 0.002 5 639 -73 1875.782521703145 1873.037453502866 50 TCGA 1 100 100 0.5 0.002 5 639 -74 1875.8832644013266 1872.7585124106863 50 TCGA 1 100 100 0.5 0.002 5 639 -75 1875.6567090410567 1873.046337031839 50 TCGA 1 100 100 0.5 0.002 5 639 -76 1875.4642492311982 1872.8494314835898 50 TCGA 1 100 100 0.5 0.002 5 639 -77 1875.3917541401715 1872.4969825936323 50 TCGA 1 100 100 0.5 0.002 5 639 -78 1875.1951419094974 1872.7176801978644 50 TCGA 1 100 100 0.5 0.002 5 639 -79 1875.185719155057 1872.4864949748744 50 TCGA 1 100 100 0.5 0.002 5 639 -80 1874.951099428538 1872.1711143608668 50 TCGA 1 100 100 0.5 0.002 5 639 -81 1874.9460658641756 1872.2693932308025 50 TCGA 1 100 100 0.5 0.002 5 639 -82 1874.9859742178344 1872.289039190091 50 TCGA 1 100 100 0.5 0.002 5 639 -83 1874.8508711724505 1872.0304310860945 50 TCGA 1 100 100 0.5 0.002 5 639 -84 1874.8073869175723 1871.9425705186086 50 TCGA 1 100 100 0.5 0.002 5 639 -85 1875.0609323659344 1871.8453614508087 50 TCGA 1 100 100 0.5 0.002 5 639 -86 1874.6979938911159 1871.8854557209877 50 TCGA 1 100 100 0.5 0.002 5 639 -87 1874.7694962871221 1871.8729376864792 50 TCGA 1 100 100 0.5 0.002 5 639 -88 1874.3703782509208 1871.7376905278345 50 TCGA 1 100 100 0.5 0.002 5 639 -89 1874.527560394488 1871.890934776421 50 TCGA 1 100 100 0.5 0.002 5 639 -90 1874.5090380946579 1871.8405136031722 50 TCGA 1 100 100 0.5 0.002 5 639 -91 1874.61391120857 1871.342593705834 50 TCGA 1 100 100 0.5 0.002 5 639 -92 1874.2724207697042 1871.7640669166144 50 TCGA 1 100 100 0.5 0.002 5 639 -93 1874.351488622867 1871.5275927979742 50 TCGA 1 100 100 0.5 0.002 5 639 -94 1874.237733847968 1872.0165199778187 50 TCGA 1 100 100 0.5 0.002 5 639 -95 1874.3516399061218 1871.3961212311558 50 TCGA 1 100 100 0.5 0.002 5 639 -96 1873.9414009905804 1871.199637714942 50 TCGA 1 100 100 0.5 0.002 5 639 -97 1874.0619120486601 1871.0955031505182 50 TCGA 1 100 100 0.5 0.002 5 639 -98 1874.0607583281956 1871.477318231784 50 TCGA 1 100 100 0.5 0.002 5 639 -99 1874.0949541209652 1871.0741390055748 50 TCGA 1 100 100 0.5 0.002 5 639 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index bae40a664..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3956.977216357591 3441.681115538631 50 TCGA 1 100 100 0.0 0.002 5 8287 -1 2380.1984109521936 2207.0102992992306 50 TCGA 1 100 100 0.0 0.002 5 8287 -2 2101.9467916777126 2091.597244032663 50 TCGA 1 100 100 0.0 0.002 5 8287 -3 2046.076927242115 2044.4011561714824 50 TCGA 1 100 100 0.0 0.002 5 8287 -4 2019.93250186178 2012.0094515546482 50 TCGA 1 100 100 0.0 0.002 5 8287 -5 1998.8995192372674 1992.0288803637327 50 TCGA 1 100 100 0.0 0.002 5 8287 -6 1986.0919844155494 1984.246958056886 50 TCGA 1 100 100 0.0 0.002 5 8287 -7 1974.7501168926456 1973.0248814875158 50 TCGA 1 100 100 0.0 0.002 5 8287 -8 1965.3549665299254 1962.1146043940405 50 TCGA 1 100 100 0.0 0.002 5 8287 -9 1956.4221805913571 1951.5258997624842 50 TCGA 1 100 100 0.0 0.002 5 8287 -10 1947.4947657056625 1956.2000664945822 50 TCGA 1 100 100 0.0 0.002 5 8287 -11 1942.8122378737949 1935.6007503336998 50 TCGA 1 100 100 0.0 0.002 5 8287 -12 1935.914992218239 1932.4280226817682 50 TCGA 1 100 100 0.0 0.002 5 8287 -13 1931.0168548321694 1929.2232580137013 50 TCGA 1 100 100 0.0 0.002 5 8287 -14 1926.0587227965375 1924.5636526136543 50 TCGA 1 100 100 0.0 0.002 5 8287 -15 1921.7583302121993 1919.2507692269944 50 TCGA 1 100 100 0.0 0.002 5 8287 -16 1917.8849647744237 1914.484847332365 50 TCGA 1 100 100 0.0 0.002 5 8287 -17 1915.0807194471865 1912.1884238084956 50 TCGA 1 100 100 0.0 0.002 5 8287 -18 1911.9069908151457 1911.2097548288316 50 TCGA 1 100 100 0.0 0.002 5 8287 -19 1910.060829643746 1907.465463916261 50 TCGA 1 100 100 0.0 0.002 5 8287 -20 1907.814179226415 1903.6783073080244 50 TCGA 1 100 100 0.0 0.002 5 8287 -21 1905.9483411899434 1903.6586049142195 50 TCGA 1 100 100 0.0 0.002 5 8287 -22 1903.1964108875545 1901.7131372192996 50 TCGA 1 100 100 0.0 0.002 5 8287 -23 1901.667348465492 1896.963642676272 50 TCGA 1 100 100 0.0 0.002 5 8287 -24 1899.8185637157162 1896.468190562186 50 TCGA 1 100 100 0.0 0.002 5 8287 -25 1898.7538300292915 1895.7703023172503 50 TCGA 1 100 100 0.0 0.002 5 8287 -26 1897.5976416299034 1894.7068539720085 50 TCGA 1 100 100 0.0 0.002 5 8287 -27 1896.4662963989817 1893.7424181454146 50 TCGA 1 100 100 0.0 0.002 5 8287 -28 1895.1236595565126 1890.4106371702262 50 TCGA 1 100 100 0.0 0.002 5 8287 -29 1894.0598788605776 1891.187970492109 50 TCGA 1 100 100 0.0 0.002 5 8287 -30 1893.2177564874532 1889.5774232490578 50 TCGA 1 100 100 0.0 0.002 5 8287 -31 1892.2616876703726 1889.251789342219 50 TCGA 1 100 100 0.0 0.002 5 8287 -32 1891.3858936342601 1888.3024215314856 50 TCGA 1 100 100 0.0 0.002 5 8287 -33 1890.4355019928023 1887.3649203046482 50 TCGA 1 100 100 0.0 0.002 5 8287 -34 1889.510306514072 1886.629305585545 50 TCGA 1 100 100 0.0 0.002 5 8287 -35 1889.188816871477 1885.3482310232805 50 TCGA 1 100 100 0.0 0.002 5 8287 -36 1888.3561920428306 1885.0017709396593 50 TCGA 1 100 100 0.0 0.002 5 8287 -37 1887.9469747218666 1884.9226301183653 50 TCGA 1 100 100 0.0 0.002 5 8287 -38 1887.1637295487603 1884.089652976798 50 TCGA 1 100 100 0.0 0.002 5 8287 -39 1886.7362112323544 1882.773685321137 50 TCGA 1 100 100 0.0 0.002 5 8287 -40 1886.0030219181 1882.1681171973146 50 TCGA 1 100 100 0.0 0.002 5 8287 -41 1885.6067208461377 1882.195852308417 50 TCGA 1 100 100 0.0 0.002 5 8287 -42 1885.1864748628082 1881.3315699591708 50 TCGA 1 100 100 0.0 0.002 5 8287 -43 1884.5475355749325 1881.0587403570587 50 TCGA 1 100 100 0.0 0.002 5 8287 -44 1884.0511703653012 1880.512240769276 50 TCGA 1 100 100 0.0 0.002 5 8287 -45 1883.8141313602462 1879.6746415181376 50 TCGA 1 100 100 0.0 0.002 5 8287 -46 1883.337119234368 1879.3226962448964 50 TCGA 1 100 100 0.0 0.002 5 8287 -47 1882.622537760453 1879.39847859905 50 TCGA 1 100 100 0.0 0.002 5 8287 -48 1882.5117406597067 1878.6617284420147 50 TCGA 1 100 100 0.0 0.002 5 8287 -49 1881.9175030461033 1877.9391255594378 50 TCGA 1 100 100 0.0 0.002 5 8287 -50 1881.4770579482313 1877.759322123312 50 TCGA 1 100 100 0.0 0.002 5 8287 -51 1880.9809245754532 1877.446059030504 50 TCGA 1 100 100 0.0 0.002 5 8287 -52 1880.6619076503682 1877.0750468651854 50 TCGA 1 100 100 0.0 0.002 5 8287 -53 1880.5169325925526 1876.7429444586212 50 TCGA 1 100 100 0.0 0.002 5 8287 -54 1880.184768508143 1875.686500127591 50 TCGA 1 100 100 0.0 0.002 5 8287 -55 1879.6163028002131 1875.6226769835505 50 TCGA 1 100 100 0.0 0.002 5 8287 -56 1879.2793305707119 1875.563407246192 50 TCGA 1 100 100 0.0 0.002 5 8287 -57 1879.0501430616646 1874.8267202712782 50 TCGA 1 100 100 0.0 0.002 5 8287 -58 1878.8673007410277 1874.5112059320038 50 TCGA 1 100 100 0.0 0.002 5 8287 -59 1878.5261452835923 1874.2522800771435 50 TCGA 1 100 100 0.0 0.002 5 8287 -60 1878.169901845604 1874.212682062657 50 TCGA 1 100 100 0.0 0.002 5 8287 -61 1878.0251725907171 1873.972335432043 50 TCGA 1 100 100 0.0 0.002 5 8287 -62 1877.7315075262568 1873.881212090727 50 TCGA 1 100 100 0.0 0.002 5 8287 -63 1877.6223637499652 1873.6811241264918 50 TCGA 1 100 100 0.0 0.002 5 8287 -64 1877.345260448096 1873.0085817269944 50 TCGA 1 100 100 0.0 0.002 5 8287 -65 1877.0239914013666 1873.1747016331658 50 TCGA 1 100 100 0.0 0.002 5 8287 -66 1877.0359773462353 1872.85155329872 50 TCGA 1 100 100 0.0 0.002 5 8287 -67 1876.914160344281 1872.9221737348853 50 TCGA 1 100 100 0.0 0.002 5 8287 -68 1876.7817885863726 1873.1482258705637 50 TCGA 1 100 100 0.0 0.002 5 8287 -69 1876.6591893343111 1872.1264856999842 50 TCGA 1 100 100 0.0 0.002 5 8287 -70 1876.2530162499172 1872.6530430472676 50 TCGA 1 100 100 0.0 0.002 5 8287 -71 1876.450927707124 1872.5180001570352 50 TCGA 1 100 100 0.0 0.002 5 8287 -72 1876.1128685899391 1871.820771950573 50 TCGA 1 100 100 0.0 0.002 5 8287 -73 1875.8625441682248 1872.0502849943075 50 TCGA 1 100 100 0.0 0.002 5 8287 -74 1875.9303268328724 1871.7517776872644 50 TCGA 1 100 100 0.0 0.002 5 8287 -75 1875.6313725363025 1871.793207369857 50 TCGA 1 100 100 0.0 0.002 5 8287 -76 1875.8213345033407 1871.5948731695587 50 TCGA 1 100 100 0.0 0.002 5 8287 -77 1875.5327544256518 1871.3663299407192 50 TCGA 1 100 100 0.0 0.002 5 8287 -78 1875.5027257964232 1871.4728746270414 50 TCGA 1 100 100 0.0 0.002 5 8287 -79 1875.6402669507008 1871.2855169401696 50 TCGA 1 100 100 0.0 0.002 5 8287 -80 1875.2774850185567 1871.956940464039 50 TCGA 1 100 100 0.0 0.002 5 8287 -81 1875.2973956007925 1871.5295594181846 50 TCGA 1 100 100 0.0 0.002 5 8287 -82 1875.396349851036 1871.346669259383 50 TCGA 1 100 100 0.0 0.002 5 8287 -83 1875.4053701236187 1870.9373687284076 50 TCGA 1 100 100 0.0 0.002 5 8287 -84 1874.8952601701371 1870.8734646131045 50 TCGA 1 100 100 0.0 0.002 5 8287 -85 1875.0282829924213 1871.2084899595634 50 TCGA 1 100 100 0.0 0.002 5 8287 -86 1875.0012735562048 1870.750982083268 50 TCGA 1 100 100 0.0 0.002 5 8287 -87 1874.799353794456 1870.861900444606 50 TCGA 1 100 100 0.0 0.002 5 8287 -88 1874.7465547939964 1870.769403045501 50 TCGA 1 100 100 0.0 0.002 5 8287 -89 1874.7181143459964 1870.4348383764525 50 TCGA 1 100 100 0.0 0.002 5 8287 -90 1874.7242551271984 1871.0186289111573 50 TCGA 1 100 100 0.0 0.002 5 8287 -91 1874.684569726606 1870.4292814168498 50 TCGA 1 100 100 0.0 0.002 5 8287 -92 1874.5821546828565 1870.5997087488222 50 TCGA 1 100 100 0.0 0.002 5 8287 -93 1874.28653707929 1870.7229439433495 50 TCGA 1 100 100 0.0 0.002 5 8287 -94 1874.3920672255203 1870.474693413356 50 TCGA 1 100 100 0.0 0.002 5 8287 -95 1874.4870618276664 1870.6249165750628 50 TCGA 1 100 100 0.0 0.002 5 8287 -96 1874.1518080794715 1870.595437514722 50 TCGA 1 100 100 0.0 0.002 5 8287 -97 1874.2728652587919 1870.4406468377042 50 TCGA 1 100 100 0.0 0.002 5 8287 -98 1874.3973854661906 1870.4482550692917 50 TCGA 1 100 100 0.0 0.002 5 8287 -99 1874.4411496965997 1870.3636308986338 50 TCGA 1 100 100 0.0 0.002 5 8287 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index 988e0b27d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3968.298696748512 3531.27932877277 50 TCGA 1 100 100 1.0 0.002 5 1150 -1 2384.5599764323497 2235.4124884677294 50 TCGA 1 100 100 1.0 0.002 5 1150 -2 2107.718104753687 2089.1200374430746 50 TCGA 1 100 100 1.0 0.002 5 1150 -3 2056.5054600542444 2032.8345818447708 50 TCGA 1 100 100 1.0 0.002 5 1150 -4 2025.1261101735597 2009.513520360592 50 TCGA 1 100 100 1.0 0.002 5 1150 -5 2004.065687371812 2007.5358806974325 50 TCGA 1 100 100 1.0 0.002 5 1150 -6 1989.8854849119514 1979.863963984964 50 TCGA 1 100 100 1.0 0.002 5 1150 -7 1981.765846822155 1966.9770894266253 50 TCGA 1 100 100 1.0 0.002 5 1150 -8 1968.2993054377712 1956.427673646553 50 TCGA 1 100 100 1.0 0.002 5 1150 -9 1959.5112494762382 1949.157941195234 50 TCGA 1 100 100 1.0 0.002 5 1150 -10 1950.4143266427702 1942.498565213764 50 TCGA 1 100 100 1.0 0.002 5 1150 -11 1943.3600420470163 1944.9988510668577 50 TCGA 1 100 100 1.0 0.002 5 1150 -12 1937.9161157038532 1933.945711835545 50 TCGA 1 100 100 1.0 0.002 5 1150 -13 1932.756731335001 1926.7410422473697 50 TCGA 1 100 100 1.0 0.002 5 1150 -14 1927.2003081447644 1925.2270004809202 50 TCGA 1 100 100 1.0 0.002 5 1150 -15 1923.4594114507759 1917.9566300741992 50 TCGA 1 100 100 1.0 0.002 5 1150 -16 1919.7291317537488 1917.5441011208386 50 TCGA 1 100 100 1.0 0.002 5 1150 -17 1916.7837637845846 1913.7828816936244 50 TCGA 1 100 100 1.0 0.002 5 1150 -18 1913.5270431046774 1910.0079523594536 50 TCGA 1 100 100 1.0 0.002 5 1150 -19 1910.6214076665008 1907.8876180217494 50 TCGA 1 100 100 1.0 0.002 5 1150 -20 1908.2487218383967 1903.815989125314 50 TCGA 1 100 100 1.0 0.002 5 1150 -21 1906.5381381229333 1905.171062220281 50 TCGA 1 100 100 1.0 0.002 5 1150 -22 1904.7366688154893 1902.722299853761 50 TCGA 1 100 100 1.0 0.002 5 1150 -23 1902.5800450424329 1898.7399301193468 50 TCGA 1 100 100 1.0 0.002 5 1150 -24 1900.8422949120647 1896.1112839588568 50 TCGA 1 100 100 1.0 0.002 5 1150 -25 1899.1347013401764 1897.3663489566975 50 TCGA 1 100 100 1.0 0.002 5 1150 -26 1897.8701422583088 1894.125648383519 50 TCGA 1 100 100 1.0 0.002 5 1150 -27 1896.4366750341399 1894.0327215913553 50 TCGA 1 100 100 1.0 0.002 5 1150 -28 1894.962373049055 1891.8410325553548 50 TCGA 1 100 100 1.0 0.002 5 1150 -29 1894.131620968941 1892.4150844554806 50 TCGA 1 100 100 1.0 0.002 5 1150 -30 1893.3862495852416 1889.8730658909783 50 TCGA 1 100 100 1.0 0.002 5 1150 -31 1892.2748953130233 1887.7566586595085 50 TCGA 1 100 100 1.0 0.002 5 1150 -32 1891.4560417978341 1887.8290757989164 50 TCGA 1 100 100 1.0 0.002 5 1150 -33 1890.3821897084113 1886.7509293292635 50 TCGA 1 100 100 1.0 0.002 5 1150 -34 1889.952405099904 1886.8745436165202 50 TCGA 1 100 100 1.0 0.002 5 1150 -35 1889.2703336793832 1886.2875890683888 50 TCGA 1 100 100 1.0 0.002 5 1150 -36 1888.536279790116 1885.3978179471576 50 TCGA 1 100 100 1.0 0.002 5 1150 -37 1887.9601557949104 1885.2018539965452 50 TCGA 1 100 100 1.0 0.002 5 1150 -38 1887.2388303960884 1884.432324586801 50 TCGA 1 100 100 1.0 0.002 5 1150 -39 1887.0089806770557 1883.4709822304883 50 TCGA 1 100 100 1.0 0.002 5 1150 -40 1886.160082345616 1883.383480512916 50 TCGA 1 100 100 1.0 0.002 5 1150 -41 1885.6546210242057 1882.6915602180827 50 TCGA 1 100 100 1.0 0.002 5 1150 -42 1885.1861578805836 1881.9748185507617 50 TCGA 1 100 100 1.0 0.002 5 1150 -43 1884.9628325125004 1882.143011198571 50 TCGA 1 100 100 1.0 0.002 5 1150 -44 1884.407433001534 1881.1830152962077 50 TCGA 1 100 100 1.0 0.002 5 1150 -45 1883.994921689694 1880.7766579479428 50 TCGA 1 100 100 1.0 0.002 5 1150 -46 1883.4047676884366 1880.3833050751805 50 TCGA 1 100 100 1.0 0.002 5 1150 -47 1883.0763479156783 1880.3704821716 50 TCGA 1 100 100 1.0 0.002 5 1150 -48 1882.592974521736 1879.6341430050643 50 TCGA 1 100 100 1.0 0.002 5 1150 -49 1882.297201819792 1879.3677303755103 50 TCGA 1 100 100 1.0 0.002 5 1150 -50 1881.9808431634522 1879.204860361377 50 TCGA 1 100 100 1.0 0.002 5 1150 -51 1881.4809563363526 1878.734136380143 50 TCGA 1 100 100 1.0 0.002 5 1150 -52 1881.3135983330528 1878.4676440061637 50 TCGA 1 100 100 1.0 0.002 5 1150 -53 1880.9453167920135 1877.929181429609 50 TCGA 1 100 100 1.0 0.002 5 1150 -54 1880.5740154311918 1877.9512945587312 50 TCGA 1 100 100 1.0 0.002 5 1150 -55 1880.0722324198039 1877.4181159704774 50 TCGA 1 100 100 1.0 0.002 5 1150 -56 1879.815059620563 1877.2183052714745 50 TCGA 1 100 100 1.0 0.002 5 1150 -57 1879.5442007213635 1876.717743379986 50 TCGA 1 100 100 1.0 0.002 5 1150 -58 1879.3057910652217 1876.7450055453046 50 TCGA 1 100 100 1.0 0.002 5 1150 -59 1878.976398531461 1876.2476058269865 50 TCGA 1 100 100 1.0 0.002 5 1150 -60 1878.5633762247635 1876.1265801664572 50 TCGA 1 100 100 1.0 0.002 5 1150 -61 1878.5852253119026 1875.9026799034234 50 TCGA 1 100 100 1.0 0.002 5 1150 -62 1878.2667374626335 1875.594795878808 50 TCGA 1 100 100 1.0 0.002 5 1150 -63 1878.0492806530967 1875.218069105292 50 TCGA 1 100 100 1.0 0.002 5 1150 -64 1877.969739983558 1874.969990332522 50 TCGA 1 100 100 1.0 0.002 5 1150 -65 1877.9212368116646 1874.9085779237987 50 TCGA 1 100 100 1.0 0.002 5 1150 -66 1877.555376238716 1874.783468735278 50 TCGA 1 100 100 1.0 0.002 5 1150 -67 1877.3843924514629 1874.8022043812814 50 TCGA 1 100 100 1.0 0.002 5 1150 -68 1876.9967715883643 1874.9739051703832 50 TCGA 1 100 100 1.0 0.002 5 1150 -69 1877.0648456194103 1874.4926230272456 50 TCGA 1 100 100 1.0 0.002 5 1150 -70 1876.9120530201822 1874.3587609679255 50 TCGA 1 100 100 1.0 0.002 5 1150 -71 1876.6897417118087 1873.8714029130026 50 TCGA 1 100 100 1.0 0.002 5 1150 -72 1876.4722596679578 1874.117353123037 50 TCGA 1 100 100 1.0 0.002 5 1150 -73 1876.60599252552 1873.7997378248665 50 TCGA 1 100 100 1.0 0.002 5 1150 -74 1876.3129996993682 1873.6972343406485 50 TCGA 1 100 100 1.0 0.002 5 1150 -75 1876.3914026310833 1873.423101223893 50 TCGA 1 100 100 1.0 0.002 5 1150 -76 1876.1450679424365 1873.388112437186 50 TCGA 1 100 100 1.0 0.002 5 1150 -77 1876.033415763609 1873.5731201171875 50 TCGA 1 100 100 1.0 0.002 5 1150 -78 1876.0199066036073 1873.5529190140153 50 TCGA 1 100 100 1.0 0.002 5 1150 -79 1875.9528266437512 1873.2054443359375 50 TCGA 1 100 100 1.0 0.002 5 1150 -80 1875.8664560591567 1873.3911801438835 50 TCGA 1 100 100 1.0 0.002 5 1150 -81 1875.5019464485347 1872.9765085191582 50 TCGA 1 100 100 1.0 0.002 5 1150 -82 1875.5114758901664 1873.0716675418107 50 TCGA 1 100 100 1.0 0.002 5 1150 -83 1875.3687716889747 1872.9091428823806 50 TCGA 1 100 100 1.0 0.002 5 1150 -84 1875.3226965704005 1872.8714654817054 50 TCGA 1 100 100 1.0 0.002 5 1150 -85 1875.110197199896 1872.6417199523005 50 TCGA 1 100 100 1.0 0.002 5 1150 -86 1875.0692415268297 1872.7820952909076 50 TCGA 1 100 100 1.0 0.002 5 1150 -87 1875.036272813891 1872.527552312343 50 TCGA 1 100 100 1.0 0.002 5 1150 -88 1875.0445784321719 1872.5471504249765 50 TCGA 1 100 100 1.0 0.002 5 1150 -89 1875.04063848646 1872.4432955794598 50 TCGA 1 100 100 1.0 0.002 5 1150 -90 1875.0685031915139 1872.3725898781015 50 TCGA 1 100 100 1.0 0.002 5 1150 -91 1874.9501459747835 1872.1507304589354 50 TCGA 1 100 100 1.0 0.002 5 1150 -92 1874.647829832649 1872.0803149046012 50 TCGA 1 100 100 1.0 0.002 5 1150 -93 1874.6991120764342 1872.176233952968 50 TCGA 1 100 100 1.0 0.002 5 1150 -94 1874.676834019583 1872.184172817211 50 TCGA 1 100 100 1.0 0.002 5 1150 -95 1874.6358510547616 1871.943688780818 50 TCGA 1 100 100 1.0 0.002 5 1150 -96 1874.4301603300016 1872.1840292772456 50 TCGA 1 100 100 1.0 0.002 5 1150 -97 1874.5386454797986 1871.6631846979035 50 TCGA 1 100 100 1.0 0.002 5 1150 -98 1874.2717097533948 1871.9376717572236 50 TCGA 1 100 100 1.0 0.002 5 1150 -99 1874.2946441885429 1871.719316798838 50 TCGA 1 100 100 1.0 0.002 5 1150 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 6c97e034b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4014.769436852955 3019.968466600581 50 TCGA 1 50 100 0.5 0.002 5 5937 -1 2405.8331027818135 2422.9331668106156 50 TCGA 1 50 100 0.5 0.002 5 5937 -2 2112.9423576190625 2095.4908551546796 50 TCGA 1 50 100 0.5 0.002 5 5937 -3 2045.8079779073853 2016.3369349187342 50 TCGA 1 50 100 0.5 0.002 5 5937 -4 2014.8306881768028 2023.48155020709 50 TCGA 1 50 100 0.5 0.002 5 5937 -5 1999.592043127568 1982.677292100149 50 TCGA 1 50 100 0.5 0.002 5 5937 -6 1986.4563995609992 1985.7424684457444 50 TCGA 1 50 100 0.5 0.002 5 5937 -7 1972.3819831739993 1966.501244013034 50 TCGA 1 50 100 0.5 0.002 5 5937 -8 1962.8137962153107 1959.0463272171403 50 TCGA 1 50 100 0.5 0.002 5 5937 -9 1951.9261077836577 1948.7072815248116 50 TCGA 1 50 100 0.5 0.002 5 5937 -10 1947.1271243967744 1944.0093926664572 50 TCGA 1 50 100 0.5 0.002 5 5937 -11 1940.9249421409338 1938.9265602916928 50 TCGA 1 50 100 0.5 0.002 5 5937 -12 1934.8898937771637 1933.4973598461056 50 TCGA 1 50 100 0.5 0.002 5 5937 -13 1930.214636466189 1925.2627081942917 50 TCGA 1 50 100 0.5 0.002 5 5937 -14 1926.3646975054328 1924.5677477966 50 TCGA 1 50 100 0.5 0.002 5 5937 -15 1921.7431456545312 1922.7898630113457 50 TCGA 1 50 100 0.5 0.002 5 5937 -16 1919.3091233844589 1915.3899391979428 50 TCGA 1 50 100 0.5 0.002 5 5937 -17 1915.0677831006617 1915.015321971184 50 TCGA 1 50 100 0.5 0.002 5 5937 -18 1911.845441898074 1909.838156235278 50 TCGA 1 50 100 0.5 0.002 5 5937 -19 1909.314972690259 1905.4991565493483 50 TCGA 1 50 100 0.5 0.002 5 5937 -20 1908.0313836655614 1905.5006778276147 50 TCGA 1 50 100 0.5 0.002 5 5937 -21 1906.285734350147 1904.8646737103486 50 TCGA 1 50 100 0.5 0.002 5 5937 -22 1903.243829338209 1901.3002015693703 50 TCGA 1 50 100 0.5 0.002 5 5937 -23 1901.7447288352232 1900.7229157260913 50 TCGA 1 50 100 0.5 0.002 5 5937 -24 1900.0539219955579 1899.686992089353 50 TCGA 1 50 100 0.5 0.002 5 5937 -25 1898.4782057552547 1897.379629470595 50 TCGA 1 50 100 0.5 0.002 5 5937 -26 1897.6597369270994 1896.269616515193 50 TCGA 1 50 100 0.5 0.002 5 5937 -27 1896.2455923747027 1894.1157705029052 50 TCGA 1 50 100 0.5 0.002 5 5937 -28 1894.6354595277576 1892.8190960908055 50 TCGA 1 50 100 0.5 0.002 5 5937 -29 1893.8267028038756 1893.2445835132694 50 TCGA 1 50 100 0.5 0.002 5 5937 -30 1892.752405039952 1891.760020193742 50 TCGA 1 50 100 0.5 0.002 5 5937 -31 1892.1157797468416 1890.8055683691896 50 TCGA 1 50 100 0.5 0.002 5 5937 -32 1891.2979793146208 1890.168660072825 50 TCGA 1 50 100 0.5 0.002 5 5937 -33 1890.1711845717296 1888.8885626864792 50 TCGA 1 50 100 0.5 0.002 5 5937 -34 1889.4070511349664 1888.873625942211 50 TCGA 1 50 100 0.5 0.002 5 5937 -35 1888.7797807143568 1887.5019058917635 50 TCGA 1 50 100 0.5 0.002 5 5937 -36 1888.345133063862 1886.607864149851 50 TCGA 1 50 100 0.5 0.002 5 5937 -37 1887.5394421592464 1886.8490812215373 50 TCGA 1 50 100 0.5 0.002 5 5937 -38 1887.1176143441432 1885.906872006517 50 TCGA 1 50 100 0.5 0.002 5 5937 -39 1886.7003847742362 1885.118811219182 50 TCGA 1 50 100 0.5 0.002 5 5937 -40 1886.050583272364 1884.8118945557867 50 TCGA 1 50 100 0.5 0.002 5 5937 -41 1885.3327915495242 1884.361229978015 50 TCGA 1 50 100 0.5 0.002 5 5937 -42 1884.7271711756334 1883.8067559477072 50 TCGA 1 50 100 0.5 0.002 5 5937 -43 1884.5210457176006 1882.7202001217022 50 TCGA 1 50 100 0.5 0.002 5 5937 -44 1883.929228949459 1883.0977200455402 50 TCGA 1 50 100 0.5 0.002 5 5937 -45 1883.4981310120888 1882.4494727053234 50 TCGA 1 50 100 0.5 0.002 5 5937 -46 1882.8697301977672 1881.4751178990657 50 TCGA 1 50 100 0.5 0.002 5 5937 -47 1882.6761530746185 1881.787781068428 50 TCGA 1 50 100 0.5 0.002 5 5937 -48 1882.0407313574556 1880.524191391528 50 TCGA 1 50 100 0.5 0.002 5 5937 -49 1881.6738981052572 1879.9707344093515 50 TCGA 1 50 100 0.5 0.002 5 5937 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 0d2bdd79b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3946.023130736855 3405.8835510560616 50 TCGA 1 50 100 0.0 0.002 5 8451 -1 2359.485196532249 2255.1248809967806 50 TCGA 1 50 100 0.0 0.002 5 8451 -2 2112.448204118022 2105.1988500853877 50 TCGA 1 50 100 0.0 0.002 5 8451 -3 2050.942171604562 2048.407946716002 50 TCGA 1 50 100 0.0 0.002 5 8451 -4 2022.4178355204526 2017.835112451908 50 TCGA 1 50 100 0.0 0.002 5 8451 -5 2001.4595351288901 1990.6485687715924 50 TCGA 1 50 100 0.0 0.002 5 8451 -6 1983.0929101279091 1969.7221366843985 50 TCGA 1 50 100 0.0 0.002 5 8451 -7 1972.1745653430296 1969.1380633636934 50 TCGA 1 50 100 0.0 0.002 5 8451 -8 1965.4523120926538 1960.5173204891646 50 TCGA 1 50 100 0.0 0.002 5 8451 -9 1953.2956572399698 1948.580746137916 50 TCGA 1 50 100 0.0 0.002 5 8451 -10 1948.030623665797 1946.202326942329 50 TCGA 1 50 100 0.0 0.002 5 8451 -11 1940.881799761958 1936.659122639565 50 TCGA 1 50 100 0.0 0.002 5 8451 -12 1935.9155369496848 1926.5315665240264 50 TCGA 1 50 100 0.0 0.002 5 8451 -13 1929.9883508623705 1924.356862437186 50 TCGA 1 50 100 0.0 0.002 5 8451 -14 1925.466088297644 1921.627211374254 50 TCGA 1 50 100 0.0 0.002 5 8451 -15 1922.757776760472 1917.6229652903187 50 TCGA 1 50 100 0.0 0.002 5 8451 -16 1917.5521723256206 1915.5655713872095 50 TCGA 1 50 100 0.0 0.002 5 8451 -17 1915.471430709844 1912.5517694674545 50 TCGA 1 50 100 0.0 0.002 5 8451 -18 1912.4217762155636 1909.2586688324434 50 TCGA 1 50 100 0.0 0.002 5 8451 -19 1909.7860323793855 1911.4019309192447 50 TCGA 1 50 100 0.0 0.002 5 8451 -20 1908.3547139960297 1905.1786778128926 50 TCGA 1 50 100 0.0 0.002 5 8451 -21 1905.7867703468144 1903.8580451083542 50 TCGA 1 50 100 0.0 0.002 5 8451 -22 1903.927902499298 1899.62256779503 50 TCGA 1 50 100 0.0 0.002 5 8451 -23 1902.069134975893 1899.3063897367697 50 TCGA 1 50 100 0.0 0.002 5 8451 -24 1900.712187783954 1897.9526649360082 50 TCGA 1 50 100 0.0 0.002 5 8451 -25 1898.8567252199036 1896.1793231293184 50 TCGA 1 50 100 0.0 0.002 5 8451 -26 1897.37614551795 1895.5543531868327 50 TCGA 1 50 100 0.0 0.002 5 8451 -27 1896.2084624389145 1893.545962846459 50 TCGA 1 50 100 0.0 0.002 5 8451 -28 1895.1308936702312 1892.5083731646514 50 TCGA 1 50 100 0.0 0.002 5 8451 -29 1893.9858305920766 1890.2948458110866 50 TCGA 1 50 100 0.0 0.002 5 8451 -30 1893.4785986448028 1891.0344839431532 50 TCGA 1 50 100 0.0 0.002 5 8451 -31 1892.100446085989 1888.811958351327 50 TCGA 1 50 100 0.0 0.002 5 8451 -32 1891.2381151286415 1889.4778414778973 50 TCGA 1 50 100 0.0 0.002 5 8451 -33 1890.3844000817091 1888.1734275626177 50 TCGA 1 50 100 0.0 0.002 5 8451 -34 1889.8040201259732 1888.291851714628 50 TCGA 1 50 100 0.0 0.002 5 8451 -35 1888.998510044565 1887.4921016213882 50 TCGA 1 50 100 0.0 0.002 5 8451 -36 1888.2622914272222 1886.2084341384657 50 TCGA 1 50 100 0.0 0.002 5 8451 -37 1888.0716626175495 1885.2391608923524 50 TCGA 1 50 100 0.0 0.002 5 8451 -38 1887.07676463612 1885.3804778285962 50 TCGA 1 50 100 0.0 0.002 5 8451 -39 1886.3246445586099 1884.355689580716 50 TCGA 1 50 100 0.0 0.002 5 8451 -40 1885.9831145378425 1883.9999815974404 50 TCGA 1 50 100 0.0 0.002 5 8451 -41 1885.3781102790751 1883.4693677125863 50 TCGA 1 50 100 0.0 0.002 5 8451 -42 1884.9630596349516 1882.807363845595 50 TCGA 1 50 100 0.0 0.002 5 8451 -43 1884.4770240208868 1882.9282103878768 50 TCGA 1 50 100 0.0 0.002 5 8451 -44 1883.7369438313601 1881.3599902589117 50 TCGA 1 50 100 0.0 0.002 5 8451 -45 1883.3291934660895 1881.859570680551 50 TCGA 1 50 100 0.0 0.002 5 8451 -46 1882.778838787724 1880.8393560821687 50 TCGA 1 50 100 0.0 0.002 5 8451 -47 1882.516507070077 1879.9566331412923 50 TCGA 1 50 100 0.0 0.002 5 8451 -48 1881.7390610339028 1879.841098191151 50 TCGA 1 50 100 0.0 0.002 5 8451 -49 1881.6379862428842 1879.7299031779994 50 TCGA 1 50 100 0.0 0.002 5 8451 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index 3e5bae456..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_5z_0.002lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3961.9688112327253 3092.832866726209 50 TCGA 1 50 100 1.0 0.002 5 7716 -1 2393.2730022489604 2384.671137670776 50 TCGA 1 50 100 1.0 0.002 5 7716 -2 2114.4691374802487 2128.822880270493 50 TCGA 1 50 100 1.0 0.002 5 7716 -3 2049.4190078260162 2059.809415730999 50 TCGA 1 50 100 1.0 0.002 5 7716 -4 2026.2719322568219 2052.3418195714903 50 TCGA 1 50 100 1.0 0.002 5 7716 -5 2002.8191399355528 1990.5730146091787 50 TCGA 1 50 100 1.0 0.002 5 7716 -6 1984.7327062651732 1980.5432828203518 50 TCGA 1 50 100 1.0 0.002 5 7716 -7 1976.351420386666 1964.1923177901224 50 TCGA 1 50 100 1.0 0.002 5 7716 -8 1964.625488526508 1959.4247856715217 50 TCGA 1 50 100 1.0 0.002 5 7716 -9 1955.6365873462614 1950.6076617216945 50 TCGA 1 50 100 1.0 0.002 5 7716 -10 1950.7593714682862 1949.011232309006 50 TCGA 1 50 100 1.0 0.002 5 7716 -11 1940.5222278062301 1937.9391568437893 50 TCGA 1 50 100 1.0 0.002 5 7716 -12 1937.0136557152287 1927.160938358786 50 TCGA 1 50 100 1.0 0.002 5 7716 -13 1931.218906624427 1925.9351506065484 50 TCGA 1 50 100 1.0 0.002 5 7716 -14 1926.5721174483454 1923.0853234679255 50 TCGA 1 50 100 1.0 0.002 5 7716 -15 1923.2545204166856 1915.9998760894316 50 TCGA 1 50 100 1.0 0.002 5 7716 -16 1918.3177299341967 1915.516556782938 50 TCGA 1 50 100 1.0 0.002 5 7716 -17 1915.907790028925 1913.064114517902 50 TCGA 1 50 100 1.0 0.002 5 7716 -18 1913.412284720781 1909.7559796050566 50 TCGA 1 50 100 1.0 0.002 5 7716 -19 1910.2959805443984 1906.677406196019 50 TCGA 1 50 100 1.0 0.002 5 7716 -20 1908.5335129947453 1904.6706377345713 50 TCGA 1 50 100 1.0 0.002 5 7716 -21 1905.8604877078915 1900.767792208111 50 TCGA 1 50 100 1.0 0.002 5 7716 -22 1904.160813146064 1900.9660362358668 50 TCGA 1 50 100 1.0 0.002 5 7716 -23 1902.1631945731292 1898.60272615519 50 TCGA 1 50 100 1.0 0.002 5 7716 -24 1900.5054010015897 1897.473315675055 50 TCGA 1 50 100 1.0 0.002 5 7716 -25 1898.7385389888136 1895.718023098893 50 TCGA 1 50 100 1.0 0.002 5 7716 -26 1897.8586887683648 1894.3816071323413 50 TCGA 1 50 100 1.0 0.002 5 7716 -27 1896.4190160694072 1891.626438466748 50 TCGA 1 50 100 1.0 0.002 5 7716 -28 1895.3846885322632 1892.4347193732333 50 TCGA 1 50 100 1.0 0.002 5 7716 -29 1894.1440304605965 1890.9561448600423 50 TCGA 1 50 100 1.0 0.002 5 7716 -30 1893.0448552329754 1890.1462518893295 50 TCGA 1 50 100 1.0 0.002 5 7716 -31 1892.3071304731754 1888.8609889044833 50 TCGA 1 50 100 1.0 0.002 5 7716 -32 1891.022326822299 1888.3413527598932 50 TCGA 1 50 100 1.0 0.002 5 7716 -33 1890.6143237732526 1887.576563849521 50 TCGA 1 50 100 1.0 0.002 5 7716 -34 1889.734590554453 1886.4393733805748 50 TCGA 1 50 100 1.0 0.002 5 7716 -35 1889.1060823852933 1885.5065519246623 50 TCGA 1 50 100 1.0 0.002 5 7716 -36 1888.5839399288163 1885.2640331785883 50 TCGA 1 50 100 1.0 0.002 5 7716 -37 1887.8653535975957 1884.6264053421403 50 TCGA 1 50 100 1.0 0.002 5 7716 -38 1886.9665880378886 1884.7062393265153 50 TCGA 1 50 100 1.0 0.002 5 7716 -39 1886.95558624489 1883.600803701123 50 TCGA 1 50 100 1.0 0.002 5 7716 -40 1886.3338221505173 1883.3256326800015 50 TCGA 1 50 100 1.0 0.002 5 7716 -41 1885.7581364584496 1882.7179458081423 50 TCGA 1 50 100 1.0 0.002 5 7716 -42 1885.3908362079378 1882.1156502728486 50 TCGA 1 50 100 1.0 0.002 5 7716 -43 1884.8346627447565 1881.8447934251335 50 TCGA 1 50 100 1.0 0.002 5 7716 -44 1884.1372219374807 1881.327538571765 50 TCGA 1 50 100 1.0 0.002 5 7716 -45 1884.04637927926 1880.5493010707837 50 TCGA 1 50 100 1.0 0.002 5 7716 -46 1883.5308188638433 1880.957334278816 50 TCGA 1 50 100 1.0 0.002 5 7716 -47 1882.8918931605308 1879.9760521356784 50 TCGA 1 50 100 1.0 0.002 5 7716 -48 1882.720199119993 1879.3445351758794 50 TCGA 1 50 100 1.0 0.002 5 7716 -49 1882.2867435592002 1879.2131850659548 50 TCGA 1 50 100 1.0 0.002 5 7716 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index e6a6e8092..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3848.3157481957737 4779.985098834014 100 TCGA 1 100 100 0.5 0.0005 75 6301 -1 2380.7548365950092 3198.372551232726 100 TCGA 1 100 100 0.5 0.0005 75 6301 -2 2109.630818525932 2406.558328753141 100 TCGA 1 100 100 0.5 0.0005 75 6301 -3 2032.7379423580687 2240.894739812343 100 TCGA 1 100 100 0.5 0.0005 75 6301 -4 2002.1881908370337 2051.7740975384736 100 TCGA 1 100 100 0.5 0.0005 75 6301 -5 1982.2736927181072 1990.776246344025 100 TCGA 1 100 100 0.5 0.0005 75 6301 -6 1968.2236635242407 1991.094602038513 100 TCGA 1 100 100 0.5 0.0005 75 6301 -7 1958.0072624955092 1967.3646289307867 100 TCGA 1 100 100 0.5 0.0005 75 6301 -8 1948.58249488283 1950.979645542164 100 TCGA 1 100 100 0.5 0.0005 75 6301 -9 1939.6262130592534 1943.945045049466 100 TCGA 1 100 100 0.5 0.0005 75 6301 -10 1935.6586616210393 1934.4067020895493 100 TCGA 1 100 100 0.5 0.0005 75 6301 -11 1929.9251582540296 1922.9759558289495 100 TCGA 1 100 100 0.5 0.0005 75 6301 -12 1924.1083177476473 1928.4155776440798 100 TCGA 1 100 100 0.5 0.0005 75 6301 -13 1917.9815730373698 1922.1310667105056 100 TCGA 1 100 100 0.5 0.0005 75 6301 -14 1914.5200207575394 1913.324860385914 100 TCGA 1 100 100 0.5 0.0005 75 6301 -15 1911.712452717 1907.036820454813 100 TCGA 1 100 100 0.5 0.0005 75 6301 -16 1906.9957711949708 1908.6184351935458 100 TCGA 1 100 100 0.5 0.0005 75 6301 -17 1905.3719256920851 1898.5684299181455 100 TCGA 1 100 100 0.5 0.0005 75 6301 -18 1902.329433628086 1901.7633559643923 100 TCGA 1 100 100 0.5 0.0005 75 6301 -19 1899.5091558184552 1902.987342106038 100 TCGA 1 100 100 0.5 0.0005 75 6301 -20 1896.6462745568572 1904.6175770208465 100 TCGA 1 100 100 0.5 0.0005 75 6301 -21 1893.863789805904 1894.4693161854193 100 TCGA 1 100 100 0.5 0.0005 75 6301 -22 1891.5886505293865 1892.4521472106626 100 TCGA 1 100 100 0.5 0.0005 75 6301 -23 1890.5989019285555 1887.4501407182397 100 TCGA 1 100 100 0.5 0.0005 75 6301 -24 1887.5224700392937 1897.4447107362987 100 TCGA 1 100 100 0.5 0.0005 75 6301 -25 1886.832096474979 1886.4033749067603 100 TCGA 1 100 100 0.5 0.0005 75 6301 -26 1884.7205577415605 1881.5431607500393 100 TCGA 1 100 100 0.5 0.0005 75 6301 -27 1882.4031383856318 1881.4910588096734 100 TCGA 1 100 100 0.5 0.0005 75 6301 -28 1880.4937957378754 1880.8994067014762 100 TCGA 1 100 100 0.5 0.0005 75 6301 -29 1880.029019065914 1881.1267789141018 100 TCGA 1 100 100 0.5 0.0005 75 6301 -30 1877.882265656611 1876.1981606028187 100 TCGA 1 100 100 0.5 0.0005 75 6301 -31 1877.4379995494885 1890.330694610749 100 TCGA 1 100 100 0.5 0.0005 75 6301 -32 1874.315561881514 1874.7695379976053 100 TCGA 1 100 100 0.5 0.0005 75 6301 -33 1873.18510137763 1870.8825211261385 100 TCGA 1 100 100 0.5 0.0005 75 6301 -34 1871.7773701016 1870.3208645767902 100 TCGA 1 100 100 0.5 0.0005 75 6301 -35 1870.5125882165455 1869.349976812775 100 TCGA 1 100 100 0.5 0.0005 75 6301 -36 1869.1023269961595 1870.408668096341 100 TCGA 1 100 100 0.5 0.0005 75 6301 -37 1867.8296374374102 1866.7507097253847 100 TCGA 1 100 100 0.5 0.0005 75 6301 -38 1866.23181593808 1866.1328192476053 100 TCGA 1 100 100 0.5 0.0005 75 6301 -39 1865.9380985928083 1863.5030836555827 100 TCGA 1 100 100 0.5 0.0005 75 6301 -40 1863.6387609581234 1864.6328345830716 100 TCGA 1 100 100 0.5 0.0005 75 6301 -41 1863.280138545649 1863.5223284390704 100 TCGA 1 100 100 0.5 0.0005 75 6301 -42 1862.2027641438601 1860.1630239822157 100 TCGA 1 100 100 0.5 0.0005 75 6301 -43 1861.8892006374308 1860.872119999411 100 TCGA 1 100 100 0.5 0.0005 75 6301 -44 1860.398009770203 1858.7762678136778 100 TCGA 1 100 100 0.5 0.0005 75 6301 -45 1858.6965804561491 1859.2190695911197 100 TCGA 1 100 100 0.5 0.0005 75 6301 -46 1857.8044194194779 1857.8229827114087 100 TCGA 1 100 100 0.5 0.0005 75 6301 -47 1856.616734004497 1856.214448094967 100 TCGA 1 100 100 0.5 0.0005 75 6301 -48 1854.9345980811456 1854.7388112437186 100 TCGA 1 100 100 0.5 0.0005 75 6301 -49 1854.7139308319279 1854.1913283458307 100 TCGA 1 100 100 0.5 0.0005 75 6301 -50 1853.9233317911153 1854.3642995249686 100 TCGA 1 100 100 0.5 0.0005 75 6301 -51 1852.864400048463 1853.2550472086998 100 TCGA 1 100 100 0.5 0.0005 75 6301 -52 1852.4255678892428 1852.634966826319 100 TCGA 1 100 100 0.5 0.0005 75 6301 -53 1851.2572089202808 1850.5509106813363 100 TCGA 1 100 100 0.5 0.0005 75 6301 -54 1850.0861713806692 1851.7235181032113 100 TCGA 1 100 100 0.5 0.0005 75 6301 -55 1849.8941659383415 1847.8260001177764 100 TCGA 1 100 100 0.5 0.0005 75 6301 -56 1848.5222168105004 1853.435546875 100 TCGA 1 100 100 0.5 0.0005 75 6301 -57 1847.9966496270554 1848.4817575425957 100 TCGA 1 100 100 0.5 0.0005 75 6301 -58 1847.0843232124296 1847.6990058937265 100 TCGA 1 100 100 0.5 0.0005 75 6301 -59 1846.4831214731912 1846.1333627365343 100 TCGA 1 100 100 0.5 0.0005 75 6301 -60 1846.1125878513838 1844.4105831893844 100 TCGA 1 100 100 0.5 0.0005 75 6301 -61 1844.8335070486035 1844.9441973048838 100 TCGA 1 100 100 0.5 0.0005 75 6301 -62 1844.232158140993 1846.0999056562107 100 TCGA 1 100 100 0.5 0.0005 75 6301 -63 1843.6861866711372 1843.888012449945 100 TCGA 1 100 100 0.5 0.0005 75 6301 -64 1842.7683189128948 1843.2431076279836 100 TCGA 1 100 100 0.5 0.0005 75 6301 -65 1842.193564574119 1843.0573012768923 100 TCGA 1 100 100 0.5 0.0005 75 6301 -66 1841.5436964029711 1842.2063178441033 100 TCGA 1 100 100 0.5 0.0005 75 6301 -67 1841.211142671868 1840.804172841748 100 TCGA 1 100 100 0.5 0.0005 75 6301 -68 1840.3840032407836 1842.010095030818 100 TCGA 1 100 100 0.5 0.0005 75 6301 -69 1840.0011439782752 1839.7660408978486 100 TCGA 1 100 100 0.5 0.0005 75 6301 -70 1839.2998853773527 1839.162506870289 100 TCGA 1 100 100 0.5 0.0005 75 6301 -71 1838.77491211319 1837.8671703242776 100 TCGA 1 100 100 0.5 0.0005 75 6301 -72 1837.898245381303 1838.4736671639448 100 TCGA 1 100 100 0.5 0.0005 75 6301 -73 1837.4835295959806 1838.1697445970085 100 TCGA 1 100 100 0.5 0.0005 75 6301 -74 1837.0374108514745 1837.7098499087233 100 TCGA 1 100 100 0.5 0.0005 75 6301 -75 1836.4239358749755 1836.9129853368404 100 TCGA 1 100 100 0.5 0.0005 75 6301 -76 1835.7649929431125 1836.2676535754947 100 TCGA 1 100 100 0.5 0.0005 75 6301 -77 1835.4616019854336 1835.190556051743 100 TCGA 1 100 100 0.5 0.0005 75 6301 -78 1835.1516519183092 1835.1685330951634 100 TCGA 1 100 100 0.5 0.0005 75 6301 -79 1834.230749284174 1835.0111151460428 100 TCGA 1 100 100 0.5 0.0005 75 6301 -80 1833.864506572149 1834.302748483629 100 TCGA 1 100 100 0.5 0.0005 75 6301 -81 1833.4815295585925 1833.9334710662688 100 TCGA 1 100 100 0.5 0.0005 75 6301 -82 1833.0454204025805 1834.3012977485082 100 TCGA 1 100 100 0.5 0.0005 75 6301 -83 1832.668117962188 1832.7047113006438 100 TCGA 1 100 100 0.5 0.0005 75 6301 -84 1831.8960858990217 1832.4337636669677 100 TCGA 1 100 100 0.5 0.0005 75 6301 -85 1831.555650300806 1832.8740939806455 100 TCGA 1 100 100 0.5 0.0005 75 6301 -86 1831.166488277871 1832.938608447511 100 TCGA 1 100 100 0.5 0.0005 75 6301 -87 1830.6393081830247 1834.1895193742148 100 TCGA 1 100 100 0.5 0.0005 75 6301 -88 1830.1852238430804 1830.6447054608982 100 TCGA 1 100 100 0.5 0.0005 75 6301 -89 1829.5974358040144 1830.539548940994 100 TCGA 1 100 100 0.5 0.0005 75 6301 -90 1829.6962543312547 1833.4051286706972 100 TCGA 1 100 100 0.5 0.0005 75 6301 -91 1828.8731892744681 1829.5098570243797 100 TCGA 1 100 100 0.5 0.0005 75 6301 -92 1828.9412968240954 1830.0942057700613 100 TCGA 1 100 100 0.5 0.0005 75 6301 -93 1828.2946070455948 1828.840761424309 100 TCGA 1 100 100 0.5 0.0005 75 6301 -94 1827.9963231751503 1828.079422380457 100 TCGA 1 100 100 0.5 0.0005 75 6301 -95 1827.6566473723176 1828.3356657555355 100 TCGA 1 100 100 0.5 0.0005 75 6301 -96 1827.1249370095932 1827.9860760099325 100 TCGA 1 100 100 0.5 0.0005 75 6301 -97 1827.1470687701003 1828.713330446176 100 TCGA 1 100 100 0.5 0.0005 75 6301 -98 1826.6246418280718 1827.4891750009815 100 TCGA 1 100 100 0.5 0.0005 75 6301 -99 1826.2659093765478 1827.4410921796482 100 TCGA 1 100 100 0.5 0.0005 75 6301 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index 09d415b79..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3829.5758339641 4749.310517430905 100 TCGA 1 100 100 0.0 0.0005 75 4555 -1 2373.752947727582 3201.404879622723 100 TCGA 1 100 100 0.0 0.0005 75 4555 -2 2109.612023158669 2377.843455559045 100 TCGA 1 100 100 0.0 0.0005 75 4555 -3 2034.0554902155175 2089.448947618954 100 TCGA 1 100 100 0.0 0.0005 75 4555 -4 2007.184754364937 2118.709255506046 100 TCGA 1 100 100 0.0 0.0005 75 4555 -5 1984.7835036613192 2014.3997219986652 100 TCGA 1 100 100 0.0 0.0005 75 4555 -6 1971.6917425530978 1988.64592309693 100 TCGA 1 100 100 0.0 0.0005 75 4555 -7 1961.9191622839987 1966.9244869366364 100 TCGA 1 100 100 0.0 0.0005 75 4555 -8 1950.414854846558 1969.3691988997723 100 TCGA 1 100 100 0.0 0.0005 75 4555 -9 1940.5768125567909 1939.2020705333307 100 TCGA 1 100 100 0.0 0.0005 75 4555 -10 1935.6724120603235 1936.66698298622 100 TCGA 1 100 100 0.0 0.0005 75 4555 -11 1929.7431526307562 1926.2319826672424 100 TCGA 1 100 100 0.0 0.0005 75 4555 -12 1925.2812602463305 1928.3179342758715 100 TCGA 1 100 100 0.0 0.0005 75 4555 -13 1919.2204883880734 1922.7379150390625 100 TCGA 1 100 100 0.0 0.0005 75 4555 -14 1915.0620796688168 1911.2826921472597 100 TCGA 1 100 100 0.0 0.0005 75 4555 -15 1911.5632842666723 1918.2603532800722 100 TCGA 1 100 100 0.0 0.0005 75 4555 -16 1907.0304684584155 1907.7623953507773 100 TCGA 1 100 100 0.0 0.0005 75 4555 -17 1905.5212900626072 1901.6310280651303 100 TCGA 1 100 100 0.0 0.0005 75 4555 -18 1903.4815345591287 1898.6492594809988 100 TCGA 1 100 100 0.0 0.0005 75 4555 -19 1899.7659203450266 1899.08241463666 100 TCGA 1 100 100 0.0 0.0005 75 4555 -20 1896.1406505340735 1896.5961766842022 100 TCGA 1 100 100 0.0 0.0005 75 4555 -21 1894.111934552436 1891.2301939384422 100 TCGA 1 100 100 0.0 0.0005 75 4555 -22 1892.2913999305213 1889.7433419539102 100 TCGA 1 100 100 0.0 0.0005 75 4555 -23 1890.447237379464 1890.9328515134266 100 TCGA 1 100 100 0.0 0.0005 75 4555 -24 1889.1416853725784 1885.5203906495367 100 TCGA 1 100 100 0.0 0.0005 75 4555 -25 1886.361577347914 1886.2222354448022 100 TCGA 1 100 100 0.0 0.0005 75 4555 -26 1885.3894506642457 1887.3705637562814 100 TCGA 1 100 100 0.0 0.0005 75 4555 -27 1882.6552128724213 1879.5329007096027 100 TCGA 1 100 100 0.0 0.0005 75 4555 -28 1880.0533003621315 1882.0131786864008 100 TCGA 1 100 100 0.0 0.0005 75 4555 -29 1879.2160722877527 1876.2185353034704 100 TCGA 1 100 100 0.0 0.0005 75 4555 -30 1877.9430211098388 1875.5922961977858 100 TCGA 1 100 100 0.0 0.0005 75 4555 -31 1876.5283234191002 1873.9728464097832 100 TCGA 1 100 100 0.0 0.0005 75 4555 -32 1874.852563928927 1872.727001094339 100 TCGA 1 100 100 0.0 0.0005 75 4555 -33 1873.6929597681103 1872.632639515939 100 TCGA 1 100 100 0.0 0.0005 75 4555 -34 1872.4119517422905 1869.534552032624 100 TCGA 1 100 100 0.0 0.0005 75 4555 -35 1871.057275202594 1869.6729705657192 100 TCGA 1 100 100 0.0 0.0005 75 4555 -36 1869.421307541321 1868.5779581501256 100 TCGA 1 100 100 0.0 0.0005 75 4555 -37 1868.0554730474637 1869.539967905936 100 TCGA 1 100 100 0.0 0.0005 75 4555 -38 1865.989082562097 1865.333399787021 100 TCGA 1 100 100 0.0 0.0005 75 4555 -39 1865.803275454828 1865.450559069763 100 TCGA 1 100 100 0.0 0.0005 75 4555 -40 1864.6084179627549 1864.917546104546 100 TCGA 1 100 100 0.0 0.0005 75 4555 -41 1862.5981357428416 1861.4322564973304 100 TCGA 1 100 100 0.0 0.0005 75 4555 -42 1861.5480338027533 1861.9294206628847 100 TCGA 1 100 100 0.0 0.0005 75 4555 -43 1861.629931577948 1862.6799463626728 100 TCGA 1 100 100 0.0 0.0005 75 4555 -44 1859.7666903322383 1858.9466822638583 100 TCGA 1 100 100 0.0 0.0005 75 4555 -45 1858.6723227183165 1857.092688172307 100 TCGA 1 100 100 0.0 0.0005 75 4555 -46 1857.5675784738112 1856.477077158252 100 TCGA 1 100 100 0.0 0.0005 75 4555 -47 1856.7003305041108 1854.887522328439 100 TCGA 1 100 100 0.0 0.0005 75 4555 -48 1855.8007287375563 1853.323854992737 100 TCGA 1 100 100 0.0 0.0005 75 4555 -49 1854.7136050885458 1857.6744065787923 100 TCGA 1 100 100 0.0 0.0005 75 4555 -50 1854.5608598377198 1855.1548820763976 100 TCGA 1 100 100 0.0 0.0005 75 4555 -51 1852.727019156605 1853.6742176458465 100 TCGA 1 100 100 0.0 0.0005 75 4555 -52 1852.062223648836 1850.4679200445587 100 TCGA 1 100 100 0.0 0.0005 75 4555 -53 1851.416637122172 1850.716761296718 100 TCGA 1 100 100 0.0 0.0005 75 4555 -54 1851.0762040310372 1849.4050587409704 100 TCGA 1 100 100 0.0 0.0005 75 4555 -55 1849.8795138764747 1850.9319289317682 100 TCGA 1 100 100 0.0 0.0005 75 4555 -56 1848.8313683314918 1848.7375126364243 100 TCGA 1 100 100 0.0 0.0005 75 4555 -57 1848.1271556535328 1847.3718194242697 100 TCGA 1 100 100 0.0 0.0005 75 4555 -58 1847.417480373372 1850.199283158959 100 TCGA 1 100 100 0.0 0.0005 75 4555 -59 1846.4011447658256 1845.781178843436 100 TCGA 1 100 100 0.0 0.0005 75 4555 -60 1846.3797727461997 1844.214608810655 100 TCGA 1 100 100 0.0 0.0005 75 4555 -61 1845.8912117386758 1844.8708330470713 100 TCGA 1 100 100 0.0 0.0005 75 4555 -62 1844.5386952399037 1843.7329911275126 100 TCGA 1 100 100 0.0 0.0005 75 4555 -63 1844.0798449119775 1845.1098301566426 100 TCGA 1 100 100 0.0 0.0005 75 4555 -64 1842.5717025537126 1843.834905729821 100 TCGA 1 100 100 0.0 0.0005 75 4555 -65 1842.2032571667633 1841.48711759481 100 TCGA 1 100 100 0.0 0.0005 75 4555 -66 1842.1049679197201 1842.6163557043028 100 TCGA 1 100 100 0.0 0.0005 75 4555 -67 1841.1923318533563 1842.3867432867462 100 TCGA 1 100 100 0.0 0.0005 75 4555 -68 1840.4808053119812 1842.0908215393374 100 TCGA 1 100 100 0.0 0.0005 75 4555 -69 1839.9910098396383 1840.635911491049 100 TCGA 1 100 100 0.0 0.0005 75 4555 -70 1839.5274505325694 1838.9567588921168 100 TCGA 1 100 100 0.0 0.0005 75 4555 -71 1838.6677091308757 1838.1799150783213 100 TCGA 1 100 100 0.0 0.0005 75 4555 -72 1838.0536608912607 1840.4085552273084 100 TCGA 1 100 100 0.0 0.0005 75 4555 -73 1837.5276772326317 1838.2524923199985 100 TCGA 1 100 100 0.0 0.0005 75 4555 -74 1836.97820018245 1835.878040102858 100 TCGA 1 100 100 0.0 0.0005 75 4555 -75 1836.4850412703663 1836.1609070744346 100 TCGA 1 100 100 0.0 0.0005 75 4555 -76 1836.267377136142 1835.4895694291772 100 TCGA 1 100 100 0.0 0.0005 75 4555 -77 1835.3638142226916 1835.2988115626963 100 TCGA 1 100 100 0.0 0.0005 75 4555 -78 1834.968829082051 1834.4321411746232 100 TCGA 1 100 100 0.0 0.0005 75 4555 -79 1834.5642006319806 1834.2299313952576 100 TCGA 1 100 100 0.0 0.0005 75 4555 -80 1834.0750091617456 1834.131745151539 100 TCGA 1 100 100 0.0 0.0005 75 4555 -81 1833.5057965889748 1833.784625029444 100 TCGA 1 100 100 0.0 0.0005 75 4555 -82 1833.0277178636925 1833.458800962822 100 TCGA 1 100 100 0.0 0.0005 75 4555 -83 1832.6103060399066 1832.8334132822315 100 TCGA 1 100 100 0.0 0.0005 75 4555 -84 1831.9746375932853 1831.3098972646435 100 TCGA 1 100 100 0.0 0.0005 75 4555 -85 1831.6134036609485 1832.617313864243 100 TCGA 1 100 100 0.0 0.0005 75 4555 -86 1831.4380967806248 1831.2957733000942 100 TCGA 1 100 100 0.0 0.0005 75 4555 -87 1830.8847260839746 1830.9802252227937 100 TCGA 1 100 100 0.0 0.0005 75 4555 -88 1830.586537918617 1829.934208395493 100 TCGA 1 100 100 0.0 0.0005 75 4555 -89 1830.1003930966547 1829.5387459759736 100 TCGA 1 100 100 0.0 0.0005 75 4555 -90 1829.4903590886477 1828.7489890860552 100 TCGA 1 100 100 0.0 0.0005 75 4555 -91 1829.1386600481185 1828.1274542880417 100 TCGA 1 100 100 0.0 0.0005 75 4555 -92 1828.6328759400462 1828.5332472911432 100 TCGA 1 100 100 0.0 0.0005 75 4555 -93 1828.3416596668242 1828.6828711428234 100 TCGA 1 100 100 0.0 0.0005 75 4555 -94 1828.2013285403034 1828.0045061734454 100 TCGA 1 100 100 0.0 0.0005 75 4555 -95 1827.833471200072 1827.6231603574513 100 TCGA 1 100 100 0.0 0.0005 75 4555 -96 1827.4534612894724 1827.221421438246 100 TCGA 1 100 100 0.0 0.0005 75 4555 -97 1827.0475506446685 1826.9570300231626 100 TCGA 1 100 100 0.0 0.0005 75 4555 -98 1826.9141636688882 1827.475020978918 100 TCGA 1 100 100 0.0 0.0005 75 4555 -99 1826.395077003354 1827.8987092444645 100 TCGA 1 100 100 0.0 0.0005 75 4555 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index 253f4be42..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3840.4590486598236 4535.28089421718 100 TCGA 1 100 100 1.0 0.0005 75 4682 -1 2380.448082987865 3004.275075327811 100 TCGA 1 100 100 1.0 0.0005 75 4682 -2 2111.1966750712013 2393.6058245328204 100 TCGA 1 100 100 1.0 0.0005 75 4682 -3 2036.2317321825033 2070.7776565935146 100 TCGA 1 100 100 1.0 0.0005 75 4682 -4 2002.7511748943973 2091.041916123587 100 TCGA 1 100 100 1.0 0.0005 75 4682 -5 1981.2822863100523 1982.7132494749137 100 TCGA 1 100 100 1.0 0.0005 75 4682 -6 1970.9338841217411 1988.2919075357256 100 TCGA 1 100 100 1.0 0.0005 75 4682 -7 1957.1353653078434 2031.159596812186 100 TCGA 1 100 100 1.0 0.0005 75 4682 -8 1947.1440870061704 1939.057105596341 100 TCGA 1 100 100 1.0 0.0005 75 4682 -9 1940.6238461432813 1952.191624013623 100 TCGA 1 100 100 1.0 0.0005 75 4682 -10 1934.3030493679105 1938.0473964058574 100 TCGA 1 100 100 1.0 0.0005 75 4682 -11 1928.945102368472 1926.0117586222127 100 TCGA 1 100 100 1.0 0.0005 75 4682 -12 1924.671885355334 1937.5939757380654 100 TCGA 1 100 100 1.0 0.0005 75 4682 -13 1921.4956110551802 1911.6933483334642 100 TCGA 1 100 100 1.0 0.0005 75 4682 -14 1916.8118186462723 1918.4965581079225 100 TCGA 1 100 100 1.0 0.0005 75 4682 -15 1910.8769448271073 1907.9290151931532 100 TCGA 1 100 100 1.0 0.0005 75 4682 -16 1909.3972455193016 1903.299686911118 100 TCGA 1 100 100 1.0 0.0005 75 4682 -17 1905.5442509174825 1898.3570010698022 100 TCGA 1 100 100 1.0 0.0005 75 4682 -18 1901.8876839761344 1905.161997119386 100 TCGA 1 100 100 1.0 0.0005 75 4682 -19 1899.2740375234794 1893.6081996898556 100 TCGA 1 100 100 1.0 0.0005 75 4682 -20 1898.1336944883244 1890.545055600267 100 TCGA 1 100 100 1.0 0.0005 75 4682 -21 1894.5987304251487 1900.463218803981 100 TCGA 1 100 100 1.0 0.0005 75 4682 -22 1893.4211884141034 1889.610841684006 100 TCGA 1 100 100 1.0 0.0005 75 4682 -23 1892.216468624537 1895.6157680492306 100 TCGA 1 100 100 1.0 0.0005 75 4682 -24 1888.1725920251283 1891.8817525125628 100 TCGA 1 100 100 1.0 0.0005 75 4682 -25 1886.7936544638683 1884.5115249097048 100 TCGA 1 100 100 1.0 0.0005 75 4682 -26 1885.2547549650012 1881.1854769452732 100 TCGA 1 100 100 1.0 0.0005 75 4682 -27 1883.6761283308203 1879.043382194174 100 TCGA 1 100 100 1.0 0.0005 75 4682 -28 1880.6502706938816 1877.1496539091945 100 TCGA 1 100 100 1.0 0.0005 75 4682 -29 1880.1004128944182 1876.3996980753377 100 TCGA 1 100 100 1.0 0.0005 75 4682 -30 1878.082303976797 1874.0669215216708 100 TCGA 1 100 100 1.0 0.0005 75 4682 -31 1876.5574116886214 1872.348008965727 100 TCGA 1 100 100 1.0 0.0005 75 4682 -32 1875.397978363565 1872.8180680011385 100 TCGA 1 100 100 1.0 0.0005 75 4682 -33 1874.3356006382592 1867.724158512288 100 TCGA 1 100 100 1.0 0.0005 75 4682 -34 1872.3459446086642 1866.9959661589196 100 TCGA 1 100 100 1.0 0.0005 75 4682 -35 1870.5991810593093 1866.5371854389134 100 TCGA 1 100 100 1.0 0.0005 75 4682 -36 1869.529369634847 1865.840109360278 100 TCGA 1 100 100 1.0 0.0005 75 4682 -37 1868.1041664713687 1862.5277062804255 100 TCGA 1 100 100 1.0 0.0005 75 4682 -38 1867.4777890484386 1867.3901999008715 100 TCGA 1 100 100 1.0 0.0005 75 4682 -39 1866.716857549082 1863.9113855409862 100 TCGA 1 100 100 1.0 0.0005 75 4682 -40 1865.2950825734335 1862.630203630457 100 TCGA 1 100 100 1.0 0.0005 75 4682 -41 1863.6736930832692 1860.158523942957 100 TCGA 1 100 100 1.0 0.0005 75 4682 -42 1862.4131006120983 1859.282640006674 100 TCGA 1 100 100 1.0 0.0005 75 4682 -43 1861.6779632142564 1858.478907599521 100 TCGA 1 100 100 1.0 0.0005 75 4682 -44 1860.4597497295622 1855.6207477818782 100 TCGA 1 100 100 1.0 0.0005 75 4682 -45 1858.6080102078522 1853.3241770375314 100 TCGA 1 100 100 1.0 0.0005 75 4682 -46 1858.267067334524 1857.5646653678548 100 TCGA 1 100 100 1.0 0.0005 75 4682 -47 1857.9405129525608 1856.3628628984768 100 TCGA 1 100 100 1.0 0.0005 75 4682 -48 1856.2865078390969 1854.3081582227544 100 TCGA 1 100 100 1.0 0.0005 75 4682 -49 1855.3716079332105 1852.6362077722597 100 TCGA 1 100 100 1.0 0.0005 75 4682 -50 1854.3995853751508 1852.982282628965 100 TCGA 1 100 100 1.0 0.0005 75 4682 -51 1853.301615235901 1850.3425354310616 100 TCGA 1 100 100 1.0 0.0005 75 4682 -52 1852.1367738512774 1852.0674821863222 100 TCGA 1 100 100 1.0 0.0005 75 4682 -53 1852.0413451562545 1850.094508798877 100 TCGA 1 100 100 1.0 0.0005 75 4682 -54 1850.9385262136016 1848.829105243012 100 TCGA 1 100 100 1.0 0.0005 75 4682 -55 1849.7913449927491 1846.942648422778 100 TCGA 1 100 100 1.0 0.0005 75 4682 -56 1848.9819480503413 1845.7949292360238 100 TCGA 1 100 100 1.0 0.0005 75 4682 -57 1848.6740510099394 1845.331152834485 100 TCGA 1 100 100 1.0 0.0005 75 4682 -58 1847.7119088439567 1844.5971599943075 100 TCGA 1 100 100 1.0 0.0005 75 4682 -59 1847.1056366971673 1843.0226277873744 100 TCGA 1 100 100 1.0 0.0005 75 4682 -60 1846.2548205033652 1843.8835375608512 100 TCGA 1 100 100 1.0 0.0005 75 4682 -61 1846.319729699076 1843.5746052037532 100 TCGA 1 100 100 1.0 0.0005 75 4682 -62 1844.881541791512 1841.8901833385678 100 TCGA 1 100 100 1.0 0.0005 75 4682 -63 1844.2975423604014 1846.3357571549152 100 TCGA 1 100 100 1.0 0.0005 75 4682 -64 1843.7938509835824 1841.0301348048838 100 TCGA 1 100 100 1.0 0.0005 75 4682 -65 1842.8279956128265 1840.2535756173445 100 TCGA 1 100 100 1.0 0.0005 75 4682 -66 1842.396466825434 1838.399462522574 100 TCGA 1 100 100 1.0 0.0005 75 4682 -67 1841.4279013547612 1839.3441763259657 100 TCGA 1 100 100 1.0 0.0005 75 4682 -68 1840.3470239206035 1838.5651653040593 100 TCGA 1 100 100 1.0 0.0005 75 4682 -69 1840.1243573152697 1836.7118097813286 100 TCGA 1 100 100 1.0 0.0005 75 4682 -70 1839.7580073029085 1837.5486759971734 100 TCGA 1 100 100 1.0 0.0005 75 4682 -71 1839.3643343465938 1837.4407265821294 100 TCGA 1 100 100 1.0 0.0005 75 4682 -72 1838.3779825269544 1836.5679017646828 100 TCGA 1 100 100 1.0 0.0005 75 4682 -73 1837.9416699703816 1834.9532059712626 100 TCGA 1 100 100 1.0 0.0005 75 4682 -74 1837.455683339772 1835.278395149576 100 TCGA 1 100 100 1.0 0.0005 75 4682 -75 1837.0263225641856 1835.352480174309 100 TCGA 1 100 100 1.0 0.0005 75 4682 -76 1836.5562533900093 1834.975446691465 100 TCGA 1 100 100 1.0 0.0005 75 4682 -77 1835.942487878264 1832.6082297473697 100 TCGA 1 100 100 1.0 0.0005 75 4682 -78 1835.200098612756 1832.399993129711 100 TCGA 1 100 100 1.0 0.0005 75 4682 -79 1834.9568414748785 1833.2830025370995 100 TCGA 1 100 100 1.0 0.0005 75 4682 -80 1834.3386561294421 1834.0873569507694 100 TCGA 1 100 100 1.0 0.0005 75 4682 -81 1833.9872424192415 1832.784472288199 100 TCGA 1 100 100 1.0 0.0005 75 4682 -82 1833.4178413793916 1830.1686790888034 100 TCGA 1 100 100 1.0 0.0005 75 4682 -83 1832.7165484832378 1830.3918855753377 100 TCGA 1 100 100 1.0 0.0005 75 4682 -84 1832.484755272391 1830.587207890036 100 TCGA 1 100 100 1.0 0.0005 75 4682 -85 1831.8917486763703 1830.2158742933418 100 TCGA 1 100 100 1.0 0.0005 75 4682 -86 1831.6758388719836 1829.3077601140467 100 TCGA 1 100 100 1.0 0.0005 75 4682 -87 1831.0050489338585 1829.6366874656485 100 TCGA 1 100 100 1.0 0.0005 75 4682 -88 1830.6545665633241 1829.6284308505417 100 TCGA 1 100 100 1.0 0.0005 75 4682 -89 1830.500911555528 1827.9744314835898 100 TCGA 1 100 100 1.0 0.0005 75 4682 -90 1829.7673769317603 1828.1042333248272 100 TCGA 1 100 100 1.0 0.0005 75 4682 -91 1829.5659495116424 1828.315941278659 100 TCGA 1 100 100 1.0 0.0005 75 4682 -92 1829.2239255823185 1827.1795764712233 100 TCGA 1 100 100 1.0 0.0005 75 4682 -93 1828.6462180794103 1828.3635781446294 100 TCGA 1 100 100 1.0 0.0005 75 4682 -94 1828.3416382612588 1827.9514362584407 100 TCGA 1 100 100 1.0 0.0005 75 4682 -95 1828.0634651035055 1826.997387449945 100 TCGA 1 100 100 1.0 0.0005 75 4682 -96 1827.844023721454 1825.0775624950927 100 TCGA 1 100 100 1.0 0.0005 75 4682 -97 1827.557707251655 1825.3758060321136 100 TCGA 1 100 100 1.0 0.0005 75 4682 -98 1827.012245563993 1825.844716134383 100 TCGA 1 100 100 1.0 0.0005 75 4682 -99 1826.7405027961581 1824.775394305512 100 TCGA 1 100 100 1.0 0.0005 75 4682 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index d1032bb27..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3837.9083304138558 4650.551225365107 100 TCGA 1 50 100 0.5 0.0005 75 9189 -1 2370.9033024086725 3115.2717027520416 100 TCGA 1 50 100 0.5 0.0005 75 9189 -2 2107.8156176368125 2308.670269069959 100 TCGA 1 50 100 0.5 0.0005 75 9189 -3 2037.5559062410616 2143.4264830009424 100 TCGA 1 50 100 0.5 0.0005 75 9189 -4 2004.5475994918693 2039.9663680953597 100 TCGA 1 50 100 0.5 0.0005 75 9189 -5 1981.4960920331946 1989.3985681581737 100 TCGA 1 50 100 0.5 0.0005 75 9189 -6 1970.776625648462 2028.3084980566896 100 TCGA 1 50 100 0.5 0.0005 75 9189 -7 1958.5171839274099 1953.7534406652403 100 TCGA 1 50 100 0.5 0.0005 75 9189 -8 1951.3518583764187 1953.285591163827 100 TCGA 1 50 100 0.5 0.0005 75 9189 -9 1942.672239984648 1950.0382675094222 100 TCGA 1 50 100 0.5 0.0005 75 9189 -10 1937.261272693987 1924.8966156465924 100 TCGA 1 50 100 0.5 0.0005 75 9189 -11 1929.1849000617615 1924.6546293479114 100 TCGA 1 50 100 0.5 0.0005 75 9189 -12 1923.943477207801 1931.3010934800957 100 TCGA 1 50 100 0.5 0.0005 75 9189 -13 1919.4475061957598 1920.249377993483 100 TCGA 1 50 100 0.5 0.0005 75 9189 -14 1916.5965387732047 1918.3571200730214 100 TCGA 1 50 100 0.5 0.0005 75 9189 -15 1913.0317863926768 1910.3005162531408 100 TCGA 1 50 100 0.5 0.0005 75 9189 -16 1908.479544454686 1911.1746133008794 100 TCGA 1 50 100 0.5 0.0005 75 9189 -17 1906.0121922885244 1904.912109375 100 TCGA 1 50 100 0.5 0.0005 75 9189 -18 1901.616042200057 1900.263930124254 100 TCGA 1 50 100 0.5 0.0005 75 9189 -19 1901.3018071229656 1903.5917422807397 100 TCGA 1 50 100 0.5 0.0005 75 9189 -20 1896.9614822450712 1892.6403919009108 100 TCGA 1 50 100 0.5 0.0005 75 9189 -21 1894.614403740957 1894.2546791575062 100 TCGA 1 50 100 0.5 0.0005 75 9189 -22 1892.6284675653499 1896.097382051861 100 TCGA 1 50 100 0.5 0.0005 75 9189 -23 1891.3531736264686 1889.2905316376805 100 TCGA 1 50 100 0.5 0.0005 75 9189 -24 1888.41599919272 1893.3049451358354 100 TCGA 1 50 100 0.5 0.0005 75 9189 -25 1887.5191422437022 1890.0292944213254 100 TCGA 1 50 100 0.5 0.0005 75 9189 -26 1884.1369301078175 1884.9056586644158 100 TCGA 1 50 100 0.5 0.0005 75 9189 -27 1882.09709713009 1883.5655118855998 100 TCGA 1 50 100 0.5 0.0005 75 9189 -28 1881.6988839457006 1881.9770231774105 100 TCGA 1 50 100 0.5 0.0005 75 9189 -29 1879.4920294449018 1878.963058088293 100 TCGA 1 50 100 0.5 0.0005 75 9189 -30 1878.3434153455803 1885.297800035333 100 TCGA 1 50 100 0.5 0.0005 75 9189 -31 1876.8321884194447 1876.656027329028 100 TCGA 1 50 100 0.5 0.0005 75 9189 -32 1874.3714022980776 1880.7741711487124 100 TCGA 1 50 100 0.5 0.0005 75 9189 -33 1873.3599115970585 1871.8455135786353 100 TCGA 1 50 100 0.5 0.0005 75 9189 -34 1871.7932607431685 1871.237787447982 100 TCGA 1 50 100 0.5 0.0005 75 9189 -35 1870.6467252455195 1870.794358756674 100 TCGA 1 50 100 0.5 0.0005 75 9189 -36 1869.0613698651714 1868.970977323139 100 TCGA 1 50 100 0.5 0.0005 75 9189 -37 1868.7791405503326 1866.297538105567 100 TCGA 1 50 100 0.5 0.0005 75 9189 -38 1867.3699949673078 1865.788206780975 100 TCGA 1 50 100 0.5 0.0005 75 9189 -39 1865.929859875435 1866.0525245858198 100 TCGA 1 50 100 0.5 0.0005 75 9189 -40 1864.9208434588516 1862.1878195911197 100 TCGA 1 50 100 0.5 0.0005 75 9189 -41 1863.0490148071467 1861.199293587076 100 TCGA 1 50 100 0.5 0.0005 75 9189 -42 1861.9080663119619 1860.5088737142744 100 TCGA 1 50 100 0.5 0.0005 75 9189 -43 1860.8887194414092 1859.460898241206 100 TCGA 1 50 100 0.5 0.0005 75 9189 -44 1859.5868995650324 1858.9415669656878 100 TCGA 1 50 100 0.5 0.0005 75 9189 -45 1859.1147345802535 1856.7303411589196 100 TCGA 1 50 100 0.5 0.0005 75 9189 -46 1857.792569510997 1858.0907019226995 100 TCGA 1 50 100 0.5 0.0005 75 9189 -47 1856.9624008040753 1857.7249001354428 100 TCGA 1 50 100 0.5 0.0005 75 9189 -48 1855.7330926826376 1855.8947318379005 100 TCGA 1 50 100 0.5 0.0005 75 9189 -49 1854.5949522542799 1853.27100529503 100 TCGA 1 50 100 0.5 0.0005 75 9189 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index 00c168f2b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3855.576831073763 4579.166793439856 100 TCGA 1 50 100 0.0 0.0005 75 4064 -1 2380.575732454576 3013.539317682161 100 TCGA 1 50 100 0.0 0.0005 75 4064 -2 2114.263673864314 2314.4033448492464 100 TCGA 1 50 100 0.0 0.0005 75 4064 -3 2037.3376001170043 2120.45748763348 100 TCGA 1 50 100 0.0 0.0005 75 4064 -4 2003.9875314420642 2024.6427768726444 100 TCGA 1 50 100 0.0 0.0005 75 4064 -5 1984.7057848492962 2000.5538471164416 100 TCGA 1 50 100 0.0 0.0005 75 4064 -6 1970.3694867656652 1969.4828647632694 100 TCGA 1 50 100 0.0 0.0005 75 4064 -7 1959.3471051418485 1958.035391189345 100 TCGA 1 50 100 0.0 0.0005 75 4064 -8 1951.788405876445 1970.9723802116048 100 TCGA 1 50 100 0.0 0.0005 75 4064 -9 1941.5464731585382 1944.0274566190326 100 TCGA 1 50 100 0.0 0.0005 75 4064 -10 1937.4879190994434 1948.314743272024 100 TCGA 1 50 100 0.0 0.0005 75 4064 -11 1931.2470893336135 1925.4481820724718 100 TCGA 1 50 100 0.0 0.0005 75 4064 -12 1925.1825995698068 1936.0222051419205 100 TCGA 1 50 100 0.0 0.0005 75 4064 -13 1920.5057706597634 1915.4296077555748 100 TCGA 1 50 100 0.0 0.0005 75 4064 -14 1915.8444677200257 1910.933914567957 100 TCGA 1 50 100 0.0 0.0005 75 4064 -15 1911.353152493412 1907.4938443437893 100 TCGA 1 50 100 0.0 0.0005 75 4064 -16 1910.0997114840436 1914.4064027412453 100 TCGA 1 50 100 0.0 0.0005 75 4064 -17 1904.4158658405436 1912.0485404316505 100 TCGA 1 50 100 0.0 0.0005 75 4064 -18 1902.188701450379 1897.31407893962 100 TCGA 1 50 100 0.0 0.0005 75 4064 -19 1900.0682407110473 1893.8042863241992 100 TCGA 1 50 100 0.0 0.0005 75 4064 -20 1897.4906933343043 1895.639933677175 100 TCGA 1 50 100 0.0 0.0005 75 4064 -21 1895.5400952401872 1889.443906544441 100 TCGA 1 50 100 0.0 0.0005 75 4064 -22 1893.417509545438 1888.3673058898005 100 TCGA 1 50 100 0.0 0.0005 75 4064 -23 1891.3326304014513 1888.789026921718 100 TCGA 1 50 100 0.0 0.0005 75 4064 -24 1888.7232327559707 1884.2571911069017 100 TCGA 1 50 100 0.0 0.0005 75 4064 -25 1885.8410830791008 1880.0322382174545 100 TCGA 1 50 100 0.0 0.0005 75 4064 -26 1884.724364117089 1887.8221343534076 100 TCGA 1 50 100 0.0 0.0005 75 4064 -27 1882.195784880362 1878.231543459485 100 TCGA 1 50 100 0.0 0.0005 75 4064 -28 1881.5690988412273 1877.55795027383 100 TCGA 1 50 100 0.0 0.0005 75 4064 -29 1880.1957658592485 1876.724137042635 100 TCGA 1 50 100 0.0 0.0005 75 4064 -30 1878.143027928009 1876.6329634009894 100 TCGA 1 50 100 0.0 0.0005 75 4064 -31 1875.8513518098289 1871.7980079842573 100 TCGA 1 50 100 0.0 0.0005 75 4064 -32 1874.2557571842037 1869.982093696019 100 TCGA 1 50 100 0.0 0.0005 75 4064 -33 1873.6013305950196 1870.1768498252984 100 TCGA 1 50 100 0.0 0.0005 75 4064 -34 1870.9110646580516 1872.6164734806846 100 TCGA 1 50 100 0.0 0.0005 75 4064 -35 1871.4942766477625 1868.6915890487594 100 TCGA 1 50 100 0.0 0.0005 75 4064 -36 1869.6564268445793 1866.0554818771593 100 TCGA 1 50 100 0.0 0.0005 75 4064 -37 1868.9602645804193 1866.9979125363143 100 TCGA 1 50 100 0.0 0.0005 75 4064 -38 1866.9220966450243 1863.3095322805434 100 TCGA 1 50 100 0.0 0.0005 75 4064 -39 1865.5992945592202 1863.37808488242 100 TCGA 1 50 100 0.0 0.0005 75 4064 -40 1863.3956088042576 1862.1556801340687 100 TCGA 1 50 100 0.0 0.0005 75 4064 -41 1862.9449464253169 1860.0692801164023 100 TCGA 1 50 100 0.0 0.0005 75 4064 -42 1862.5103538488488 1859.9672790220634 100 TCGA 1 50 100 0.0 0.0005 75 4064 -43 1861.3306805465568 1858.1406716198178 100 TCGA 1 50 100 0.0 0.0005 75 4064 -44 1860.7252589405773 1859.426344368326 100 TCGA 1 50 100 0.0 0.0005 75 4064 -45 1859.1550332755032 1854.6499213597283 100 TCGA 1 50 100 0.0 0.0005 75 4064 -46 1857.5490967505398 1855.313255731784 100 TCGA 1 50 100 0.0 0.0005 75 4064 -47 1857.1819018110498 1855.479290986181 100 TCGA 1 50 100 0.0 0.0005 75 4064 -48 1856.4823449866449 1854.254325214942 100 TCGA 1 50 100 0.0 0.0005 75 4064 -49 1855.4154935662855 1851.6660628582365 100 TCGA 1 50 100 0.0 0.0005 75 4064 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index 233ee3607..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3839.997333555991 4271.066288473618 100 TCGA 1 50 100 1.0 0.0005 75 5259 -1 2379.1009160273975 3067.856752021828 100 TCGA 1 50 100 1.0 0.0005 75 5259 -2 2110.9237859406394 2594.0962085819724 100 TCGA 1 50 100 1.0 0.0005 75 5259 -3 2031.071758091004 2029.2228868954146 100 TCGA 1 50 100 1.0 0.0005 75 5259 -4 2002.6873389609304 2077.253508754711 100 TCGA 1 50 100 1.0 0.0005 75 5259 -5 1983.9067682435914 2006.1667590884108 100 TCGA 1 50 100 1.0 0.0005 75 5259 -6 1967.6118592855082 1987.3185237711998 100 TCGA 1 50 100 1.0 0.0005 75 5259 -7 1960.2961014020468 1959.9906196019158 100 TCGA 1 50 100 1.0 0.0005 75 5259 -8 1949.8073277695396 1944.678063780818 100 TCGA 1 50 100 1.0 0.0005 75 5259 -9 1940.8147955186691 1938.4292323433574 100 TCGA 1 50 100 1.0 0.0005 75 5259 -10 1934.2329991712463 1925.3694031681846 100 TCGA 1 50 100 1.0 0.0005 75 5259 -11 1931.3609826656068 1937.232447025165 100 TCGA 1 50 100 1.0 0.0005 75 5259 -12 1926.6135031811586 1932.786198448296 100 TCGA 1 50 100 1.0 0.0005 75 5259 -13 1920.685610860064 1919.2634301880496 100 TCGA 1 50 100 1.0 0.0005 75 5259 -14 1916.8530842572109 1927.6503857176508 100 TCGA 1 50 100 1.0 0.0005 75 5259 -15 1911.1208589155501 1915.398672439345 100 TCGA 1 50 100 1.0 0.0005 75 5259 -16 1908.6203368840866 1915.466125181572 100 TCGA 1 50 100 1.0 0.0005 75 5259 -17 1906.206741314273 1903.5835286049387 100 TCGA 1 50 100 1.0 0.0005 75 5259 -18 1902.0055240529339 1899.0198772181218 100 TCGA 1 50 100 1.0 0.0005 75 5259 -19 1899.4539813179963 1898.6899837321373 100 TCGA 1 50 100 1.0 0.0005 75 5259 -20 1897.4978216056088 1894.346989463921 100 TCGA 1 50 100 1.0 0.0005 75 5259 -21 1896.217586959735 1898.76743213136 100 TCGA 1 50 100 1.0 0.0005 75 5259 -22 1893.3326343255778 1891.8869696382303 100 TCGA 1 50 100 1.0 0.0005 75 5259 -23 1890.0840421196126 1892.587313398045 100 TCGA 1 50 100 1.0 0.0005 75 5259 -24 1887.6567962983713 1885.2494540573964 100 TCGA 1 50 100 1.0 0.0005 75 5259 -25 1885.708219960593 1884.8479801350502 100 TCGA 1 50 100 1.0 0.0005 75 5259 -26 1883.8702621349255 1886.0942517764604 100 TCGA 1 50 100 1.0 0.0005 75 5259 -27 1883.4703948494312 1881.7078231734847 100 TCGA 1 50 100 1.0 0.0005 75 5259 -28 1881.8427734375 1879.757427886503 100 TCGA 1 50 100 1.0 0.0005 75 5259 -29 1879.8200482618518 1879.663782781093 100 TCGA 1 50 100 1.0 0.0005 75 5259 -30 1877.8124532374916 1878.024125142313 100 TCGA 1 50 100 1.0 0.0005 75 5259 -31 1876.961787509418 1876.160430448139 100 TCGA 1 50 100 1.0 0.0005 75 5259 -32 1874.115110029239 1870.560611283959 100 TCGA 1 50 100 1.0 0.0005 75 5259 -33 1872.2892393582047 1871.8161234639997 100 TCGA 1 50 100 1.0 0.0005 75 5259 -34 1871.8625980023362 1869.827418955127 100 TCGA 1 50 100 1.0 0.0005 75 5259 -35 1871.2784262639175 1872.4197537982884 100 TCGA 1 50 100 1.0 0.0005 75 5259 -36 1870.206121220521 1868.498702619543 100 TCGA 1 50 100 1.0 0.0005 75 5259 -37 1868.2600429571955 1865.845025910804 100 TCGA 1 50 100 1.0 0.0005 75 5259 -38 1866.6461983361485 1865.2305067819566 100 TCGA 1 50 100 1.0 0.0005 75 5259 -39 1865.7787103270803 1864.816502556729 100 TCGA 1 50 100 1.0 0.0005 75 5259 -40 1864.8469933178665 1861.5873704459798 100 TCGA 1 50 100 1.0 0.0005 75 5259 -41 1863.7409096109054 1861.9709638279287 100 TCGA 1 50 100 1.0 0.0005 75 5259 -42 1862.330129179522 1859.898353461644 100 TCGA 1 50 100 1.0 0.0005 75 5259 -43 1861.935198159127 1860.2514783389604 100 TCGA 1 50 100 1.0 0.0005 75 5259 -44 1860.1457602510177 1858.951661996506 100 TCGA 1 50 100 1.0 0.0005 75 5259 -45 1859.7592606389612 1858.2095732569096 100 TCGA 1 50 100 1.0 0.0005 75 5259 -46 1858.33280784555 1857.128640639722 100 TCGA 1 50 100 1.0 0.0005 75 5259 -47 1857.1336441150745 1854.3501375284627 100 TCGA 1 50 100 1.0 0.0005 75 5259 -48 1856.3461955483835 1855.371774644708 100 TCGA 1 50 100 1.0 0.0005 75 5259 -49 1855.0077423971138 1852.9745517136464 100 TCGA 1 50 100 1.0 0.0005 75 5259 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 2c497abe6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4257.8984384265295 4938.347337272299 150 TCGA 1 100 100 0.5 0.0005 75 7846 -1 2727.1820354902366 4149.604570705088 150 TCGA 1 100 100 0.5 0.0005 75 7846 -2 2259.3974283454486 2997.460346164416 150 TCGA 1 100 100 0.5 0.0005 75 7846 -3 2112.172902630647 2792.3879063285176 150 TCGA 1 100 100 0.5 0.0005 75 7846 -4 2049.76130611719 2209.1101172365734 150 TCGA 1 100 100 0.5 0.0005 75 7846 -5 2019.5081972142843 2122.6836734944254 150 TCGA 1 100 100 0.5 0.0005 75 7846 -6 2000.0799729502326 2133.130875323885 150 TCGA 1 100 100 0.5 0.0005 75 7846 -7 1984.2612680068357 2056.2742686822785 150 TCGA 1 100 100 0.5 0.0005 75 7846 -8 1975.3601511731613 2022.8707330598304 150 TCGA 1 100 100 0.5 0.0005 75 7846 -9 1966.116868392207 2035.1095565719222 150 TCGA 1 100 100 0.5 0.0005 75 7846 -10 1957.8114926440066 1964.1587417065798 150 TCGA 1 100 100 0.5 0.0005 75 7846 -11 1951.0320925154263 1969.8561251079616 150 TCGA 1 100 100 0.5 0.0005 75 7846 -12 1947.332602864438 1972.230035676429 150 TCGA 1 100 100 0.5 0.0005 75 7846 -13 1943.393724978243 1952.1283363840687 150 TCGA 1 100 100 0.5 0.0005 75 7846 -14 1938.0197205073546 1941.434297341198 150 TCGA 1 100 100 0.5 0.0005 75 7846 -15 1933.605308501206 1931.4532476837312 150 TCGA 1 100 100 0.5 0.0005 75 7846 -16 1926.8772910495252 1924.0521007135285 150 TCGA 1 100 100 0.5 0.0005 75 7846 -17 1925.518287887769 1930.022464618012 150 TCGA 1 100 100 0.5 0.0005 75 7846 -18 1922.5749270548472 1935.725407432671 150 TCGA 1 100 100 0.5 0.0005 75 7846 -19 1920.1184100289338 1920.8588554343985 150 TCGA 1 100 100 0.5 0.0005 75 7846 -20 1915.6468377780243 1912.3043679088803 150 TCGA 1 100 100 0.5 0.0005 75 7846 -21 1912.5535539315606 1917.102178985749 150 TCGA 1 100 100 0.5 0.0005 75 7846 -22 1910.3675289126377 1914.634763784744 150 TCGA 1 100 100 0.5 0.0005 75 7846 -23 1908.1587351984126 1905.8792068251414 150 TCGA 1 100 100 0.5 0.0005 75 7846 -24 1905.687498882714 1902.9600744199513 150 TCGA 1 100 100 0.5 0.0005 75 7846 -25 1905.4345506373654 1909.858532162767 150 TCGA 1 100 100 0.5 0.0005 75 7846 -26 1902.5945029690379 1913.3945643746074 150 TCGA 1 100 100 0.5 0.0005 75 7846 -27 1901.8530023955702 1904.6267095977937 150 TCGA 1 100 100 0.5 0.0005 75 7846 -28 1897.8793890265724 1899.3253670697236 150 TCGA 1 100 100 0.5 0.0005 75 7846 -29 1897.2161842071127 1895.1894641665358 150 TCGA 1 100 100 0.5 0.0005 75 7846 -30 1894.3722153553035 1895.6374070057318 150 TCGA 1 100 100 0.5 0.0005 75 7846 -31 1893.6193652812465 1892.929033595713 150 TCGA 1 100 100 0.5 0.0005 75 7846 -32 1893.488787326074 1896.019732451319 150 TCGA 1 100 100 0.5 0.0005 75 7846 -33 1890.5423504820571 1893.3070068359375 150 TCGA 1 100 100 0.5 0.0005 75 7846 -34 1889.0448091244882 1884.8691786569566 150 TCGA 1 100 100 0.5 0.0005 75 7846 -35 1888.6152549221629 1891.7635412168263 150 TCGA 1 100 100 0.5 0.0005 75 7846 -36 1886.6352632533014 1882.839573232373 150 TCGA 1 100 100 0.5 0.0005 75 7846 -37 1885.6963647245655 1886.6976870436165 150 TCGA 1 100 100 0.5 0.0005 75 7846 -38 1883.3642405490682 1885.226526921718 150 TCGA 1 100 100 0.5 0.0005 75 7846 -39 1883.5684009598413 1882.910969029719 150 TCGA 1 100 100 0.5 0.0005 75 7846 -40 1882.1936517905572 1903.8177594515546 150 TCGA 1 100 100 0.5 0.0005 75 7846 -41 1880.25841285049 1890.0592041015625 150 TCGA 1 100 100 0.5 0.0005 75 7846 -42 1878.1144596733861 1878.582464323571 150 TCGA 1 100 100 0.5 0.0005 75 7846 -43 1878.116579055999 1876.0776551213096 150 TCGA 1 100 100 0.5 0.0005 75 7846 -44 1876.0150654985778 1877.9034423828125 150 TCGA 1 100 100 0.5 0.0005 75 7846 -45 1876.4399235841752 1877.7627272102702 150 TCGA 1 100 100 0.5 0.0005 75 7846 -46 1874.8459759335497 1878.0458346419598 150 TCGA 1 100 100 0.5 0.0005 75 7846 -47 1874.6880215818242 1874.4870415308967 150 TCGA 1 100 100 0.5 0.0005 75 7846 -48 1872.552134705782 1874.5922225875472 150 TCGA 1 100 100 0.5 0.0005 75 7846 -49 1871.6803330596981 1877.6652648005654 150 TCGA 1 100 100 0.5 0.0005 75 7846 -50 1870.298014263873 1872.3063774683967 150 TCGA 1 100 100 0.5 0.0005 75 7846 -51 1870.8416786879377 1871.538011100424 150 TCGA 1 100 100 0.5 0.0005 75 7846 -52 1868.864162448049 1870.039580838764 150 TCGA 1 100 100 0.5 0.0005 75 7846 -53 1868.7504781166722 1869.622686798249 150 TCGA 1 100 100 0.5 0.0005 75 7846 -54 1867.422627451271 1871.0556591551508 150 TCGA 1 100 100 0.5 0.0005 75 7846 -55 1866.8739549424156 1868.2621720663867 150 TCGA 1 100 100 0.5 0.0005 75 7846 -56 1866.1477385558298 1869.7467041015625 150 TCGA 1 100 100 0.5 0.0005 75 7846 -57 1865.502750771854 1865.4583329243876 150 TCGA 1 100 100 0.5 0.0005 75 7846 -58 1863.2230984363882 1864.8257222391253 150 TCGA 1 100 100 0.5 0.0005 75 7846 -59 1863.3167210521542 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7846 -72 1853.519184305434 1856.6104251727386 150 TCGA 1 100 100 0.5 0.0005 75 7846 -73 1852.921207121832 1854.7996862976995 150 TCGA 1 100 100 0.5 0.0005 75 7846 -74 1853.1929784349625 1854.074924794873 150 TCGA 1 100 100 0.5 0.0005 75 7846 -75 1852.2846107010278 1854.068778339942 150 TCGA 1 100 100 0.5 0.0005 75 7846 -76 1851.6855531290767 1855.5299090668184 150 TCGA 1 100 100 0.5 0.0005 75 7846 -77 1850.6277516983837 1851.4431624676115 150 TCGA 1 100 100 0.5 0.0005 75 7846 -78 1850.5482418904653 1850.7512464667086 150 TCGA 1 100 100 0.5 0.0005 75 7846 -79 1849.9099530674462 1849.6520897946766 150 TCGA 1 100 100 0.5 0.0005 75 7846 -80 1848.725727560318 1850.8133189139055 150 TCGA 1 100 100 0.5 0.0005 75 7846 -81 1848.7380633519715 1851.4040208366048 150 TCGA 1 100 100 0.5 0.0005 75 7846 -82 1848.0252322565166 1849.506830416732 150 TCGA 1 100 100 0.5 0.0005 75 7846 -83 1847.2248705201735 1849.8411116863615 150 TCGA 1 100 100 0.5 0.0005 75 7846 -84 1847.4428268110717 1847.884699989204 150 TCGA 1 100 100 0.5 0.0005 75 7846 -85 1845.9990901067754 1850.2910150115813 150 TCGA 1 100 100 0.5 0.0005 75 7846 -86 1845.709607548101 1847.1570633931376 150 TCGA 1 100 100 0.5 0.0005 75 7846 -87 1845.289440783077 1845.7806451692054 150 TCGA 1 100 100 0.5 0.0005 75 7846 -88 1845.3134388881597 1844.5081860719613 150 TCGA 1 100 100 0.5 0.0005 75 7846 -89 1844.2496918061838 1844.8461079813128 150 TCGA 1 100 100 0.5 0.0005 75 7846 -90 1843.9312159473016 1844.15520044068 150 TCGA 1 100 100 0.5 0.0005 75 7846 -91 1843.3828460049558 1845.0722754396984 150 TCGA 1 100 100 0.5 0.0005 75 7846 -92 1842.8741064981791 1846.3586082266802 150 TCGA 1 100 100 0.5 0.0005 75 7846 -93 1842.1654535756206 1845.360536814934 150 TCGA 1 100 100 0.5 0.0005 75 7846 -94 1841.8269287000371 1844.7837226906015 150 TCGA 1 100 100 0.5 0.0005 75 7846 -95 1841.500923178028 1842.169884456462 150 TCGA 1 100 100 0.5 0.0005 75 7846 -96 1840.6937435987686 1843.384550315052 150 TCGA 1 100 100 0.5 0.0005 75 7846 -97 1840.411723148292 1843.5957534253298 150 TCGA 1 100 100 0.5 0.0005 75 7846 -98 1840.01085828987 1840.6335436950376 150 TCGA 1 100 100 0.5 0.0005 75 7846 -99 1839.2979807180411 1841.6555145110317 150 TCGA 1 100 100 0.5 0.0005 75 7846 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index 15ad7a678..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4248.491406816818 4763.785899713411 150 TCGA 1 100 100 0.0 0.0005 75 9594 -1 2727.532774795684 4366.357983766488 150 TCGA 1 100 100 0.0 0.0005 75 9594 -2 2266.738058092552 3134.5027272593434 150 TCGA 1 100 100 0.0 0.0005 75 9594 -3 2118.0590211527865 2399.112186911118 150 TCGA 1 100 100 0.0 0.0005 75 9594 -4 2054.800141426612 2453.7185316229584 150 TCGA 1 100 100 0.0 0.0005 75 9594 -5 2024.0027829415167 2167.6888286648086 150 TCGA 1 100 100 0.0 0.0005 75 9594 -6 2002.404498231745 2041.8903244248586 150 TCGA 1 100 100 0.0 0.0005 75 9594 -7 1986.926136001943 2023.4045404022063 150 TCGA 1 100 100 0.0 0.0005 75 9594 -8 1974.4108464602634 1975.32432364459 150 TCGA 1 100 100 0.0 0.0005 75 9594 -9 1966.793802640523 1991.9725519688286 150 TCGA 1 100 100 0.0 0.0005 75 9594 -10 1959.1085827488203 1957.487591767431 150 TCGA 1 100 100 0.0 0.0005 75 9594 -11 1952.4187748173756 1983.5910791751728 150 TCGA 1 100 100 0.0 0.0005 75 9594 -12 1947.8994123456946 1943.7289174142195 150 TCGA 1 100 100 0.0 0.0005 75 9594 -13 1942.4839219813875 1960.9133006340296 150 TCGA 1 100 100 0.0 0.0005 75 9594 -14 1938.347369761509 1940.1812836153424 150 TCGA 1 100 100 0.0 0.0005 75 9594 -15 1934.1913049721081 1940.093213258676 150 TCGA 1 100 100 0.0 0.0005 75 9594 -16 1928.8216584617903 1935.448693050212 150 TCGA 1 100 100 0.0 0.0005 75 9594 -17 1926.4117241974507 1929.863121147731 150 TCGA 1 100 100 0.0 0.0005 75 9594 -18 1922.3495599010291 1923.6716265654445 150 TCGA 1 100 100 0.0 0.0005 75 9594 -19 1920.6176921999047 1924.141945690366 150 TCGA 1 100 100 0.0 0.0005 75 9594 -20 1915.6235162168891 1915.9101734257224 150 TCGA 1 100 100 0.0 0.0005 75 9594 -21 1912.3322801459035 1911.7770241588803 150 TCGA 1 100 100 0.0 0.0005 75 9594 -22 1910.245809863968 1907.2874013622802 150 TCGA 1 100 100 0.0 0.0005 75 9594 -23 1910.3815843437596 1907.751240332522 150 TCGA 1 100 100 0.0 0.0005 75 9594 -24 1905.5540848331855 1907.364719716748 150 TCGA 1 100 100 0.0 0.0005 75 9594 -25 1904.235264414189 1912.0931782938128 150 TCGA 1 100 100 0.0 0.0005 75 9594 -26 1903.8063101808411 1908.567047885914 150 TCGA 1 100 100 0.0 0.0005 75 9594 -27 1901.232717111023 1906.9127050045147 150 TCGA 1 100 100 0.0 0.0005 75 9594 -28 1899.3956551716283 1897.919055727858 150 TCGA 1 100 100 0.0 0.0005 75 9594 -29 1897.9797088728644 1897.289690027285 150 TCGA 1 100 100 0.0 0.0005 75 9594 -30 1895.4980866476578 1901.762693472244 150 TCGA 1 100 100 0.0 0.0005 75 9594 -31 1894.2766170780606 1894.274396273359 150 TCGA 1 100 100 0.0 0.0005 75 9594 -32 1892.6728020067765 1891.478694129829 150 TCGA 1 100 100 0.0 0.0005 75 9594 -33 1890.8098168784531 1889.0334656681846 150 TCGA 1 100 100 0.0 0.0005 75 9594 -34 1890.1416438422389 1890.6244804343985 150 TCGA 1 100 100 0.0 0.0005 75 9594 -35 1888.431856124951 1889.2270974010678 150 TCGA 1 100 100 0.0 0.0005 75 9594 -36 1887.3436672118296 1884.7775946382303 150 TCGA 1 100 100 0.0 0.0005 75 9594 -37 1885.1907120338574 1892.402024772299 150 TCGA 1 100 100 0.0 0.0005 75 9594 -38 1885.1167309251477 1900.946009343593 150 TCGA 1 100 100 0.0 0.0005 75 9594 -39 1883.2075296822024 1893.9885726238615 150 TCGA 1 100 100 0.0 0.0005 75 9594 -40 1882.0326595517165 1886.685997737712 150 TCGA 1 100 100 0.0 0.0005 75 9594 -41 1881.5097914043315 1881.9968574562265 150 TCGA 1 100 100 0.0 0.0005 75 9594 -42 1879.4805237422738 1878.6319346979035 150 TCGA 1 100 100 0.0 0.0005 75 9594 -43 1878.9571198698586 1881.0487827320194 150 TCGA 1 100 100 0.0 0.0005 75 9594 -44 1877.7169085899784 1879.5456960093436 150 TCGA 1 100 100 0.0 0.0005 75 9594 -45 1875.7457178786258 1875.7715383558418 150 TCGA 1 100 100 0.0 0.0005 75 9594 -46 1875.0919915007778 1875.1325070175094 150 TCGA 1 100 100 0.0 0.0005 75 9594 -47 1873.6589118113593 1874.7139855773005 150 TCGA 1 100 100 0.0 0.0005 75 9594 -48 1873.48390237438 1873.5846431866364 150 TCGA 1 100 100 0.0 0.0005 75 9594 -49 1872.3946719735393 1874.7652005142902 150 TCGA 1 100 100 0.0 0.0005 75 9594 -50 1871.8342605217824 1872.555126094339 150 TCGA 1 100 100 0.0 0.0005 75 9594 -51 1871.1024304677471 1873.438936013073 150 TCGA 1 100 100 0.0 0.0005 75 9594 -52 1869.2801848176414 1867.391690508205 150 TCGA 1 100 100 0.0 0.0005 75 9594 -53 1868.9753748521912 1868.1813339156722 150 TCGA 1 100 100 0.0 0.0005 75 9594 -54 1867.3722728410328 1866.985866220752 150 TCGA 1 100 100 0.0 0.0005 75 9594 -55 1867.4667422914893 1867.2323163669912 150 TCGA 1 100 100 0.0 0.0005 75 9594 -56 1866.138466430623 1869.212855046718 150 TCGA 1 100 100 0.0 0.0005 75 9594 -57 1864.7717463240745 1864.8027405091866 150 TCGA 1 100 100 0.0 0.0005 75 9594 -58 1863.7279369662099 1870.7010099324748 150 TCGA 1 100 100 0.0 0.0005 75 9594 -59 1863.5784949851843 1867.7023790829146 150 TCGA 1 100 100 0.0 0.0005 75 9594 -60 1863.3866934475589 1861.3466220261464 150 TCGA 1 100 100 0.0 0.0005 75 9594 -61 1862.483388204795 1866.7553287678627 150 TCGA 1 100 100 0.0 0.0005 75 9594 -62 1861.2610465253167 1861.8262117472127 150 TCGA 1 100 100 0.0 0.0005 75 9594 -63 1860.4890619604325 1861.8672555894707 150 TCGA 1 100 100 0.0 0.0005 75 9594 -64 1859.857176303704 1860.87818977701 150 TCGA 1 100 100 0.0 0.0005 75 9594 -65 1858.7975634798327 1859.6995230056532 150 TCGA 1 100 100 0.0 0.0005 75 9594 -66 1857.5891083169029 1858.6338663532506 150 TCGA 1 100 100 0.0 0.0005 75 9594 -67 1857.2126525204446 1858.44166633951 150 TCGA 1 100 100 0.0 0.0005 75 9594 -68 1856.4525707579974 1855.0854627139604 150 TCGA 1 100 100 0.0 0.0005 75 9594 -69 1855.7096723234404 1857.6707598048838 150 TCGA 1 100 100 0.0 0.0005 75 9594 -70 1855.4957936360695 1855.886166059791 150 TCGA 1 100 100 0.0 0.0005 75 9594 -71 1855.0852056776444 1856.871760536079 150 TCGA 1 100 100 0.0 0.0005 75 9594 -72 1853.8774144006288 1855.2573021356784 150 TCGA 1 100 100 0.0 0.0005 75 9594 -73 1853.897467259704 1854.161583675212 150 TCGA 1 100 100 0.0 0.0005 75 9594 -74 1852.9302599728408 1855.7123741264918 150 TCGA 1 100 100 0.0 0.0005 75 9594 -75 1852.002688803355 1853.4382391694803 150 TCGA 1 100 100 0.0 0.0005 75 9594 -76 1851.340644626083 1856.310012587351 150 TCGA 1 100 100 0.0 0.0005 75 9594 -77 1850.9760814266076 1851.7429033595713 150 TCGA 1 100 100 0.0 0.0005 75 9594 -78 1850.4870017122273 1851.3434242746937 150 TCGA 1 100 100 0.0 0.0005 75 9594 -79 1849.7774233225666 1851.99011107785 150 TCGA 1 100 100 0.0 0.0005 75 9594 -80 1849.2081450206758 1851.5407150498586 150 TCGA 1 100 100 0.0 0.0005 75 9594 -81 1848.448569511433 1851.0634918979663 150 TCGA 1 100 100 0.0 0.0005 75 9594 -82 1848.3864406820308 1848.2117085672503 150 TCGA 1 100 100 0.0 0.0005 75 9594 -83 1847.2138333282828 1848.2295952418342 150 TCGA 1 100 100 0.0 0.0005 75 9594 -84 1846.7395027979023 1847.395169205402 150 TCGA 1 100 100 0.0 0.0005 75 9594 -85 1846.0347861013104 1850.5164433004868 150 TCGA 1 100 100 0.0 0.0005 75 9594 -86 1845.8485916500472 1846.7491301723462 150 TCGA 1 100 100 0.0 0.0005 75 9594 -87 1845.4139239974074 1845.9395610866834 150 TCGA 1 100 100 0.0 0.0005 75 9594 -88 1844.8692962956463 1845.9071437509815 150 TCGA 1 100 100 0.0 0.0005 75 9594 -89 1844.5732605954688 1844.214391047032 150 TCGA 1 100 100 0.0 0.0005 75 9594 -90 1843.6428510834296 1843.083904017156 150 TCGA 1 100 100 0.0 0.0005 75 9594 -91 1843.5690853384167 1844.493481199945 150 TCGA 1 100 100 0.0 0.0005 75 9594 -92 1842.8311948523963 1842.0551806885992 150 TCGA 1 100 100 0.0 0.0005 75 9594 -93 1842.242587951667 1842.473221208582 150 TCGA 1 100 100 0.0 0.0005 75 9594 -94 1841.6829775122476 1842.274761870878 150 TCGA 1 100 100 0.0 0.0005 75 9594 -95 1841.9731403209892 1843.9846504249765 150 TCGA 1 100 100 0.0 0.0005 75 9594 -96 1841.1593544337616 1844.2561900076555 150 TCGA 1 100 100 0.0 0.0005 75 9594 -97 1840.5313363580356 1841.3084520502905 150 TCGA 1 100 100 0.0 0.0005 75 9594 -98 1840.0233521093705 1841.5465529552057 150 TCGA 1 100 100 0.0 0.0005 75 9594 -99 1839.915839284562 1842.336679123155 150 TCGA 1 100 100 0.0 0.0005 75 9594 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index 3ad11ab03..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4257.921029541479 4977.298035588096 150 TCGA 1 100 100 1.0 0.0005 75 9766 -1 2716.453490080026 4174.164105439306 150 TCGA 1 100 100 1.0 0.0005 75 9766 -2 2263.634501645735 3177.7836742305276 150 TCGA 1 100 100 1.0 0.0005 75 9766 -3 2113.688533843848 2498.670212635443 150 TCGA 1 100 100 1.0 0.0005 75 9766 -4 2045.3539647603623 2182.693808397456 150 TCGA 1 100 100 1.0 0.0005 75 9766 -5 2016.6386194988106 2259.9343875137406 150 TCGA 1 100 100 1.0 0.0005 75 9766 -6 1998.013495820696 2085.42503287924 150 TCGA 1 100 100 1.0 0.0005 75 9766 -7 1981.9780081591312 2079.7778068810853 150 TCGA 1 100 100 1.0 0.0005 75 9766 -8 1977.005976935292 1987.9445849854742 150 TCGA 1 100 100 1.0 0.0005 75 9766 -9 1966.2965242948126 2006.2037672493327 150 TCGA 1 100 100 1.0 0.0005 75 9766 -10 1957.8224937284826 1982.989546732687 150 TCGA 1 100 100 1.0 0.0005 75 9766 -11 1952.3730335629457 1946.191849751688 150 TCGA 1 100 100 1.0 0.0005 75 9766 -12 1945.5932117678888 1947.3914960544912 150 TCGA 1 100 100 1.0 0.0005 75 9766 -13 1940.0077472613957 1987.896352489989 150 TCGA 1 100 100 1.0 0.0005 75 9766 -14 1935.7408947455508 1935.7201669970948 150 TCGA 1 100 100 1.0 0.0005 75 9766 -15 1932.955620471994 1932.8830419185772 150 TCGA 1 100 100 1.0 0.0005 75 9766 -16 1929.8925977456329 1929.834103991638 150 TCGA 1 100 100 1.0 0.0005 75 9766 -17 1925.9034878645296 1928.8460018598853 150 TCGA 1 100 100 1.0 0.0005 75 9766 -18 1920.3110186694682 1916.557792011817 150 TCGA 1 100 100 1.0 0.0005 75 9766 -19 1919.4377314825917 1936.4400665436558 150 TCGA 1 100 100 1.0 0.0005 75 9766 -20 1916.6099374581427 1931.0226093848146 150 TCGA 1 100 100 1.0 0.0005 75 9766 -21 1913.7279720108402 1909.1722657476837 150 TCGA 1 100 100 1.0 0.0005 75 9766 -22 1910.334996867784 1914.0355009912846 150 TCGA 1 100 100 1.0 0.0005 75 9766 -23 1909.0953605405746 1912.1205478073964 150 TCGA 1 100 100 1.0 0.0005 75 9766 -24 1906.3481209592396 1904.1867896611966 150 TCGA 1 100 100 1.0 0.0005 75 9766 -25 1905.0116265875272 1913.257129765036 150 TCGA 1 100 100 1.0 0.0005 75 9766 -26 1902.517602187526 1899.2011829165358 150 TCGA 1 100 100 1.0 0.0005 75 9766 -27 1902.3113155814203 1905.844596517745 150 TCGA 1 100 100 1.0 0.0005 75 9766 -28 1899.1014894131424 1895.139225792046 150 TCGA 1 100 100 1.0 0.0005 75 9766 -29 1898.2025331517843 1896.307146695391 150 TCGA 1 100 100 1.0 0.0005 75 9766 -30 1896.2043978885583 1895.9306775577104 150 TCGA 1 100 100 1.0 0.0005 75 9766 -31 1894.2036452874074 1900.063355719025 150 TCGA 1 100 100 1.0 0.0005 75 9766 -32 1893.8393881698048 1894.19272510011 150 TCGA 1 100 100 1.0 0.0005 75 9766 -33 1891.252190480156 1890.2237205313677 150 TCGA 1 100 100 1.0 0.0005 75 9766 -34 1889.6039338033638 1896.315313751374 150 TCGA 1 100 100 1.0 0.0005 75 9766 -35 1887.0884299198956 1895.8844349923445 150 TCGA 1 100 100 1.0 0.0005 75 9766 -36 1886.405125492478 1889.3489401352465 150 TCGA 1 100 100 1.0 0.0005 75 9766 -37 1885.2999760546527 1888.0500175437735 150 TCGA 1 100 100 1.0 0.0005 75 9766 -38 1882.8475180880434 1891.9332171109454 150 TCGA 1 100 100 1.0 0.0005 75 9766 -39 1882.8558326037364 1883.183953826751 150 TCGA 1 100 100 1.0 0.0005 75 9766 -40 1882.248297119822 1883.235544175958 150 TCGA 1 100 100 1.0 0.0005 75 9766 -41 1880.5859501035316 1881.972319483158 150 TCGA 1 100 100 1.0 0.0005 75 9766 -42 1878.5079649550426 1882.5901792900047 150 TCGA 1 100 100 1.0 0.0005 75 9766 -43 1878.3842337968454 1885.0025812657036 150 TCGA 1 100 100 1.0 0.0005 75 9766 -44 1877.5687390751225 1877.252795962233 150 TCGA 1 100 100 1.0 0.0005 75 9766 -45 1875.4167956814115 1878.422215447354 150 TCGA 1 100 100 1.0 0.0005 75 9766 -46 1875.451402962454 1874.2080384834328 150 TCGA 1 100 100 1.0 0.0005 75 9766 -47 1874.1344333414067 1873.7617849992148 150 TCGA 1 100 100 1.0 0.0005 75 9766 -48 1873.2073684796276 1875.9207045972048 150 TCGA 1 100 100 1.0 0.0005 75 9766 -49 1872.675896916356 1871.4430962183967 150 TCGA 1 100 100 1.0 0.0005 75 9766 -50 1871.3021794517254 1871.3911875049073 150 TCGA 1 100 100 1.0 0.0005 75 9766 -51 1869.7198579526132 1871.5666884225816 150 TCGA 1 100 100 1.0 0.0005 75 9766 -52 1868.7779485287576 1870.3901091149105 150 TCGA 1 100 100 1.0 0.0005 75 9766 -53 1867.7162905536682 1869.5640188245918 150 TCGA 1 100 100 1.0 0.0005 75 9766 -54 1868.3474181454446 1871.202748974364 150 TCGA 1 100 100 1.0 0.0005 75 9766 -55 1866.3712467909365 1867.823673420815 150 TCGA 1 100 100 1.0 0.0005 75 9766 -56 1866.123081347362 1868.8376955578674 150 TCGA 1 100 100 1.0 0.0005 75 9766 -57 1865.2501383663382 1865.7225765055748 150 TCGA 1 100 100 1.0 0.0005 75 9766 -58 1864.241900670873 1863.2869302567526 150 TCGA 1 100 100 1.0 0.0005 75 9766 -59 1862.9424754654885 1872.1898512337077 150 TCGA 1 100 100 1.0 0.0005 75 9766 -60 1863.4854291048762 1864.8579414406015 150 TCGA 1 100 100 1.0 0.0005 75 9766 -61 1861.655939326354 1862.883065841905 150 TCGA 1 100 100 1.0 0.0005 75 9766 -62 1860.888028277365 1864.362395473461 150 TCGA 1 100 100 1.0 0.0005 75 9766 -63 1860.6938719504087 1860.104132110749 150 TCGA 1 100 100 1.0 0.0005 75 9766 -64 1859.6055282931707 1862.1783711035646 150 TCGA 1 100 100 1.0 0.0005 75 9766 -65 1858.8015608431465 1861.053145978918 150 TCGA 1 100 100 1.0 0.0005 75 9766 -66 1858.5833795417404 1858.6128310007066 150 TCGA 1 100 100 1.0 0.0005 75 9766 -67 1857.468614862891 1858.0583170981863 150 TCGA 1 100 100 1.0 0.0005 75 9766 -68 1857.139196645177 1856.8564907054806 150 TCGA 1 100 100 1.0 0.0005 75 9766 -69 1856.2420022076483 1858.5566608678157 150 TCGA 1 100 100 1.0 0.0005 75 9766 -70 1855.3655271720695 1856.304602234807 150 TCGA 1 100 100 1.0 0.0005 75 9766 -71 1854.9067604362147 1858.7433026951162 150 TCGA 1 100 100 1.0 0.0005 75 9766 -72 1853.6650044266328 1858.9150243404522 150 TCGA 1 100 100 1.0 0.0005 75 9766 -73 1852.8884998810772 1856.4245403040593 150 TCGA 1 100 100 1.0 0.0005 75 9766 -74 1852.467810798455 1854.7306018618483 150 TCGA 1 100 100 1.0 0.0005 75 9766 -75 1852.8169442096025 1853.5632042046168 150 TCGA 1 100 100 1.0 0.0005 75 9766 -76 1851.5927732876203 1852.8911715560223 150 TCGA 1 100 100 1.0 0.0005 75 9766 -77 1851.2709814055263 1851.151083788081 150 TCGA 1 100 100 1.0 0.0005 75 9766 -78 1850.7387836880816 1851.890088258676 150 TCGA 1 100 100 1.0 0.0005 75 9766 -79 1850.0011811893505 1851.1415739586605 150 TCGA 1 100 100 1.0 0.0005 75 9766 -80 1849.345272533861 1849.9478158615343 150 TCGA 1 100 100 1.0 0.0005 75 9766 -81 1849.0918068488218 1851.4264363811244 150 TCGA 1 100 100 1.0 0.0005 75 9766 -82 1848.0484099330108 1849.1621191896984 150 TCGA 1 100 100 1.0 0.0005 75 9766 -83 1847.241550469827 1848.8950974354193 150 TCGA 1 100 100 1.0 0.0005 75 9766 -84 1846.958135632748 1847.324264756399 150 TCGA 1 100 100 1.0 0.0005 75 9766 -85 1846.1760167248456 1848.5334963391174 150 TCGA 1 100 100 1.0 0.0005 75 9766 -86 1845.8378591774856 1848.4567944703988 150 TCGA 1 100 100 1.0 0.0005 75 9766 -87 1845.0740165757286 1848.4986609070745 150 TCGA 1 100 100 1.0 0.0005 75 9766 -88 1844.7519066758766 1846.244538120289 150 TCGA 1 100 100 1.0 0.0005 75 9766 -89 1844.064710346047 1846.227822461919 150 TCGA 1 100 100 1.0 0.0005 75 9766 -90 1843.984361919578 1845.4645879544205 150 TCGA 1 100 100 1.0 0.0005 75 9766 -91 1843.1965461200416 1844.8122515654445 150 TCGA 1 100 100 1.0 0.0005 75 9766 -92 1842.9409455193886 1845.322495656996 150 TCGA 1 100 100 1.0 0.0005 75 9766 -93 1842.1777453707298 1844.6300803333072 150 TCGA 1 100 100 1.0 0.0005 75 9766 -94 1842.1448629885756 1843.571688398045 150 TCGA 1 100 100 1.0 0.0005 75 9766 -95 1841.6957062206998 1842.7752937048524 150 TCGA 1 100 100 1.0 0.0005 75 9766 -96 1841.173014945145 1843.7740177940484 150 TCGA 1 100 100 1.0 0.0005 75 9766 -97 1840.380985955333 1841.9341771111417 150 TCGA 1 100 100 1.0 0.0005 75 9766 -98 1839.8880092153752 1842.3640283939228 150 TCGA 1 100 100 1.0 0.0005 75 9766 -99 1839.8717582081827 1841.2106706628847 150 TCGA 1 100 100 1.0 0.0005 75 9766 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index f2900920f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4263.482943702082 4666.619491500471 150 TCGA 1 50 100 0.5 0.0005 75 9405 -1 2713.1149248050147 4271.147939404052 150 TCGA 1 50 100 0.5 0.0005 75 9405 -2 2262.7215181442893 3026.4399315915516 150 TCGA 1 50 100 0.5 0.0005 75 9405 -3 2116.950075081622 2498.4939848166614 150 TCGA 1 50 100 0.5 0.0005 75 9405 -4 2049.3586974068935 2332.2636301625316 150 TCGA 1 50 100 0.5 0.0005 75 9405 -5 2019.840626640503 2231.1102583228644 150 TCGA 1 50 100 0.5 0.0005 75 9405 -6 2000.5039684637568 2054.924068585113 150 TCGA 1 50 100 0.5 0.0005 75 9405 -7 1984.6378667750307 2058.0205335760834 150 TCGA 1 50 100 0.5 0.0005 75 9405 -8 1976.2868458044982 2002.5393373115578 150 TCGA 1 50 100 0.5 0.0005 75 9405 -9 1964.590585532552 1978.2899814011464 150 TCGA 1 50 100 0.5 0.0005 75 9405 -10 1960.0301735766539 1982.0268284783292 150 TCGA 1 50 100 0.5 0.0005 75 9405 -11 1953.486291172808 1978.2034372300957 150 TCGA 1 50 100 0.5 0.0005 75 9405 -12 1946.350358229155 1945.4866360611652 150 TCGA 1 50 100 0.5 0.0005 75 9405 -13 1941.5200734062378 1939.2915916251177 150 TCGA 1 50 100 0.5 0.0005 75 9405 -14 1936.599563988661 1984.9820409420147 150 TCGA 1 50 100 0.5 0.0005 75 9405 -15 1934.8595043735481 1945.979655970281 150 TCGA 1 50 100 0.5 0.0005 75 9405 -16 1929.42389648383 1932.1567726326948 150 TCGA 1 50 100 0.5 0.0005 75 9405 -17 1924.8993872748858 1958.086058343475 150 TCGA 1 50 100 0.5 0.0005 75 9405 -18 1923.5946550561935 1938.119105046718 150 TCGA 1 50 100 0.5 0.0005 75 9405 -19 1919.4799864366926 1925.8717948875235 150 TCGA 1 50 100 0.5 0.0005 75 9405 -20 1917.1210204451354 1933.4578569115106 150 TCGA 1 50 100 0.5 0.0005 75 9405 -21 1914.7839216761777 1914.7476309771514 150 TCGA 1 50 100 0.5 0.0005 75 9405 -22 1911.756350572094 1910.934128037649 150 TCGA 1 50 100 0.5 0.0005 75 9405 -23 1909.978424879573 1909.308020203557 150 TCGA 1 50 100 0.5 0.0005 75 9405 -24 1906.9219806925341 1904.5991989979193 150 TCGA 1 50 100 0.5 0.0005 75 9405 -25 1903.9280450350207 1915.4177792036353 150 TCGA 1 50 100 0.5 0.0005 75 9405 -26 1902.4896815227921 1904.2558017136464 150 TCGA 1 50 100 0.5 0.0005 75 9405 -27 1900.187948658472 1913.354702590099 150 TCGA 1 50 100 0.5 0.0005 75 9405 -28 1898.7927723937914 1912.2492823001728 150 TCGA 1 50 100 0.5 0.0005 75 9405 -29 1897.017213753497 1902.7890256948806 150 TCGA 1 50 100 0.5 0.0005 75 9405 -30 1896.6405577993323 1892.8811452280936 150 TCGA 1 50 100 0.5 0.0005 75 9405 -31 1894.1763569111936 1896.358127919873 150 TCGA 1 50 100 0.5 0.0005 75 9405 -32 1893.162607888955 1890.0950228437107 150 TCGA 1 50 100 0.5 0.0005 75 9405 -33 1892.4186974657555 1888.6218323060616 150 TCGA 1 50 100 0.5 0.0005 75 9405 -34 1889.8955918814618 1894.0872569635285 150 TCGA 1 50 100 0.5 0.0005 75 9405 -35 1889.4299356465042 1890.8652141321843 150 TCGA 1 50 100 0.5 0.0005 75 9405 -36 1886.7997705285231 1886.9305953596106 150 TCGA 1 50 100 0.5 0.0005 75 9405 -37 1887.2570453060034 1883.5673496878926 150 TCGA 1 50 100 0.5 0.0005 75 9405 -38 1884.685514909719 1886.256369125903 150 TCGA 1 50 100 0.5 0.0005 75 9405 -39 1882.4509199678746 1879.2960806228407 150 TCGA 1 50 100 0.5 0.0005 75 9405 -40 1882.39719494167 1881.7244891449434 150 TCGA 1 50 100 0.5 0.0005 75 9405 -41 1879.9173321013393 1880.8770911441975 150 TCGA 1 50 100 0.5 0.0005 75 9405 -42 1880.3044978475075 1880.230260187657 150 TCGA 1 50 100 0.5 0.0005 75 9405 -43 1879.7924249995858 1879.0894615901775 150 TCGA 1 50 100 0.5 0.0005 75 9405 -44 1877.2994526197688 1874.2950513063363 150 TCGA 1 50 100 0.5 0.0005 75 9405 -45 1876.0719113499474 1877.2748532702576 150 TCGA 1 50 100 0.5 0.0005 75 9405 -46 1875.5854328000953 1874.277345590256 150 TCGA 1 50 100 0.5 0.0005 75 9405 -47 1874.043450123152 1871.5219088607098 150 TCGA 1 50 100 0.5 0.0005 75 9405 -48 1872.5801754515144 1872.0144644119032 150 TCGA 1 50 100 0.5 0.0005 75 9405 -49 1872.3218457298308 1872.7787116736024 150 TCGA 1 50 100 0.5 0.0005 75 9405 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index 013a573c9..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4264.48900950249 4872.288171816112 150 TCGA 1 50 100 0.0 0.0005 75 734 -1 2719.758363649028 4475.359328380182 150 TCGA 1 50 100 0.0 0.0005 75 734 -2 2263.60218594561 2991.2781694115106 150 TCGA 1 50 100 0.0 0.0005 75 734 -3 2110.568149897493 2414.5174959269 150 TCGA 1 50 100 0.0 0.0005 75 734 -4 2051.124087081928 2491.892661549937 150 TCGA 1 50 100 0.0 0.0005 75 734 -5 2018.085416667575 2141.0761546992776 150 TCGA 1 50 100 0.0 0.0005 75 734 -6 1999.6680861331613 2137.458648221577 150 TCGA 1 50 100 0.0 0.0005 75 734 -7 1984.3258670057912 2010.3681861455716 150 TCGA 1 50 100 0.0 0.0005 75 734 -8 1972.354678542636 2018.1022403276147 150 TCGA 1 50 100 0.0 0.0005 75 734 -9 1966.247743177579 2067.126580166457 150 TCGA 1 50 100 0.0 0.0005 75 734 -10 1956.8169516899686 1971.9085730164495 150 TCGA 1 50 100 0.0 0.0005 75 734 -11 1950.6422456097744 2000.866725595752 150 TCGA 1 50 100 0.0 0.0005 75 734 -12 1946.1128919711934 1955.3792620328204 150 TCGA 1 50 100 0.0 0.0005 75 734 -13 1941.9935929232083 1940.3713943251414 150 TCGA 1 50 100 0.0 0.0005 75 734 -14 1935.4422083387472 1939.0007066582914 150 TCGA 1 50 100 0.0 0.0005 75 734 -15 1934.9920790006252 1936.1159741578988 150 TCGA 1 50 100 0.0 0.0005 75 734 -16 1928.8465140975338 1933.3408669323178 150 TCGA 1 50 100 0.0 0.0005 75 734 -17 1925.4571062989207 1929.4158665642667 150 TCGA 1 50 100 0.0 0.0005 75 734 -18 1920.3024735023353 1921.2855150999137 150 TCGA 1 50 100 0.0 0.0005 75 734 -19 1920.033330263976 1929.1150877679413 150 TCGA 1 50 100 0.0 0.0005 75 734 -20 1916.2193737726204 1922.3546890948885 150 TCGA 1 50 100 0.0 0.0005 75 734 -21 1912.070152932478 1911.3971677233826 150 TCGA 1 50 100 0.0 0.0005 75 734 -22 1910.72080930805 1907.2768309320038 150 TCGA 1 50 100 0.0 0.0005 75 734 -23 1908.863340248153 1915.2656059840217 150 TCGA 1 50 100 0.0 0.0005 75 734 -24 1906.3390839273661 1911.4027645551978 150 TCGA 1 50 100 0.0 0.0005 75 734 -25 1902.6601119673217 1904.616184560498 150 TCGA 1 50 100 0.0 0.0005 75 734 -26 1902.3768757188782 1908.5835807455244 150 TCGA 1 50 100 0.0 0.0005 75 734 -27 1901.472488466338 1913.4168952673524 150 TCGA 1 50 100 0.0 0.0005 75 734 -28 1899.7015451984169 1901.3797797581658 150 TCGA 1 50 100 0.0 0.0005 75 734 -29 1896.8716822872339 1905.7316814786825 150 TCGA 1 50 100 0.0 0.0005 75 734 -30 1896.9148383325253 1892.1978434653738 150 TCGA 1 50 100 0.0 0.0005 75 734 -31 1894.3930723333162 1892.0871716983354 150 TCGA 1 50 100 0.0 0.0005 75 734 -32 1893.5991619564431 1889.06237670285 150 TCGA 1 50 100 0.0 0.0005 75 734 -33 1890.2999042485865 1888.882108908802 150 TCGA 1 50 100 0.0 0.0005 75 734 -34 1889.1845767437073 1886.1661554844536 150 TCGA 1 50 100 0.0 0.0005 75 734 -35 1888.0239660444238 1885.1169225031408 150 TCGA 1 50 100 0.0 0.0005 75 734 -36 1887.30951838595 1890.2958205333307 150 TCGA 1 50 100 0.0 0.0005 75 734 -37 1886.637467358897 1883.9733837645258 150 TCGA 1 50 100 0.0 0.0005 75 734 -38 1884.1001470893445 1884.229921580559 150 TCGA 1 50 100 0.0 0.0005 75 734 -39 1883.3719872518209 1881.0427933122644 150 TCGA 1 50 100 0.0 0.0005 75 734 -40 1881.8573660788252 1887.741294975856 150 TCGA 1 50 100 0.0 0.0005 75 734 -41 1881.6231157515967 1880.5861558770414 150 TCGA 1 50 100 0.0 0.0005 75 734 -42 1879.2641969721876 1883.405970281093 150 TCGA 1 50 100 0.0 0.0005 75 734 -43 1879.0174408078208 1883.526853628494 150 TCGA 1 50 100 0.0 0.0005 75 734 -44 1877.0341487986286 1877.8470366971576 150 TCGA 1 50 100 0.0 0.0005 75 734 -45 1876.3163151911879 1874.543510398673 150 TCGA 1 50 100 0.0 0.0005 75 734 -46 1874.9687572351083 1872.0905700376884 150 TCGA 1 50 100 0.0 0.0005 75 734 -47 1873.4981253575315 1869.9325613664023 150 TCGA 1 50 100 0.0 0.0005 75 734 -48 1873.8850700445694 1871.339449935223 150 TCGA 1 50 100 0.0 0.0005 75 734 -49 1872.7683034888973 1875.957790048877 150 TCGA 1 50 100 0.0 0.0005 75 734 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 548bdd5aa..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 4264.380158891156 4897.78466796875 150 TCGA 1 50 100 1.0 0.0005 75 2004 -1 2716.62599236801 4042.014881536589 150 TCGA 1 50 100 1.0 0.0005 75 2004 -2 2258.4570921557147 3036.5198011542084 150 TCGA 1 50 100 1.0 0.0005 75 2004 -3 2114.479225701154 2532.2151970791456 150 TCGA 1 50 100 1.0 0.0005 75 2004 -4 2052.469048669634 2200.3679616343434 150 TCGA 1 50 100 1.0 0.0005 75 2004 -5 2016.7893072401444 2152.647567672346 150 TCGA 1 50 100 1.0 0.0005 75 2004 -6 2000.7392731683703 2027.3714507596576 150 TCGA 1 50 100 1.0 0.0005 75 2004 -7 1989.6793807777315 2025.4532740607333 150 TCGA 1 50 100 1.0 0.0005 75 2004 -8 1976.5219170099551 2032.9003022927136 150 TCGA 1 50 100 1.0 0.0005 75 2004 -9 1962.82292937466 2013.422292124686 150 TCGA 1 50 100 1.0 0.0005 75 2004 -10 1958.7583219688083 2000.902128440052 150 TCGA 1 50 100 1.0 0.0005 75 2004 -11 1951.8389625110747 1952.7039942142353 150 TCGA 1 50 100 1.0 0.0005 75 2004 -12 1946.3076390835813 1957.7480530091866 150 TCGA 1 50 100 1.0 0.0005 75 2004 -13 1940.401704239997 1933.8085250471106 150 TCGA 1 50 100 1.0 0.0005 75 2004 -14 1934.585368774155 1956.637698993012 150 TCGA 1 50 100 1.0 0.0005 75 2004 -15 1931.5867311000984 1942.4480753376256 150 TCGA 1 50 100 1.0 0.0005 75 2004 -16 1928.6123286682734 1937.8159099943075 150 TCGA 1 50 100 1.0 0.0005 75 2004 -17 1924.39841610806 1922.590822152756 150 TCGA 1 50 100 1.0 0.0005 75 2004 -18 1920.9765873119254 1921.1527093475188 150 TCGA 1 50 100 1.0 0.0005 75 2004 -19 1917.7289020560897 1943.983916776264 150 TCGA 1 50 100 1.0 0.0005 75 2004 -20 1914.7188217788153 1923.724859036393 150 TCGA 1 50 100 1.0 0.0005 75 2004 -21 1912.1336028163676 1911.8463717513348 150 TCGA 1 50 100 1.0 0.0005 75 2004 -22 1910.2480270499855 1913.0561891488694 150 TCGA 1 50 100 1.0 0.0005 75 2004 -23 1909.4206732634868 1906.984633249254 150 TCGA 1 50 100 1.0 0.0005 75 2004 -24 1906.3010066828965 1906.5206550329774 150 TCGA 1 50 100 1.0 0.0005 75 2004 -25 1903.2951694356102 1912.2272955352937 150 TCGA 1 50 100 1.0 0.0005 75 2004 -26 1900.7664618881197 1901.393847288199 150 TCGA 1 50 100 1.0 0.0005 75 2004 -27 1900.188677237973 1902.0888230213568 150 TCGA 1 50 100 1.0 0.0005 75 2004 -28 1899.8810964985237 1905.0229160941426 150 TCGA 1 50 100 1.0 0.0005 75 2004 -29 1897.950855560422 1908.9870691347362 150 TCGA 1 50 100 1.0 0.0005 75 2004 -30 1895.7972552860165 1897.0874974236417 150 TCGA 1 50 100 1.0 0.0005 75 2004 -31 1893.2719020628479 1892.4261799721262 150 TCGA 1 50 100 1.0 0.0005 75 2004 -32 1891.9063003596243 1884.9855447893765 150 TCGA 1 50 100 1.0 0.0005 75 2004 -33 1890.2219895027433 1892.8147003327183 150 TCGA 1 50 100 1.0 0.0005 75 2004 -34 1890.465050720426 1889.1062784626256 150 TCGA 1 50 100 1.0 0.0005 75 2004 -35 1888.507576793522 1886.0242797238143 150 TCGA 1 50 100 1.0 0.0005 75 2004 -36 1887.4362442522447 1888.7270164298052 150 TCGA 1 50 100 1.0 0.0005 75 2004 -37 1885.5861156934977 1887.7242934643923 150 TCGA 1 50 100 1.0 0.0005 75 2004 -38 1884.744429661448 1880.9309308996153 150 TCGA 1 50 100 1.0 0.0005 75 2004 -39 1882.7010346804498 1889.2580517332758 150 TCGA 1 50 100 1.0 0.0005 75 2004 -40 1882.0808663566752 1879.4639426379947 150 TCGA 1 50 100 1.0 0.0005 75 2004 -41 1881.225180403544 1882.0235203115185 150 TCGA 1 50 100 1.0 0.0005 75 2004 -42 1880.3354775460386 1879.09495475424 150 TCGA 1 50 100 1.0 0.0005 75 2004 -43 1878.1839314020162 1879.3967438510913 150 TCGA 1 50 100 1.0 0.0005 75 2004 -44 1877.9530629769995 1874.5684010874686 150 TCGA 1 50 100 1.0 0.0005 75 2004 -45 1876.2499183291156 1875.7797483511306 150 TCGA 1 50 100 1.0 0.0005 75 2004 -46 1875.0756271435541 1881.4722090678 150 TCGA 1 50 100 1.0 0.0005 75 2004 -47 1874.3420142280108 1876.2785239674938 150 TCGA 1 50 100 1.0 0.0005 75 2004 -48 1873.204426215847 1874.2981276008952 150 TCGA 1 50 100 1.0 0.0005 75 2004 -49 1871.8775488292151 1875.4013095261464 150 TCGA 1 50 100 1.0 0.0005 75 2004 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index a3e6f83dd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3174.5360043246055 3792.888943006046 50 TCGA 1 100 100 0.5 0.0005 75 8187 -1 2100.728298271989 2190.0768270061244 50 TCGA 1 100 100 0.5 0.0005 75 8187 -2 2012.2834431643678 1990.095405616952 50 TCGA 1 100 100 0.5 0.0005 75 8187 -3 1981.4090778237144 1986.4096084671403 50 TCGA 1 100 100 0.5 0.0005 75 8187 -4 1959.2754102728838 1946.653555251845 50 TCGA 1 100 100 0.5 0.0005 75 8187 -5 1942.0642767436857 1947.4342838459877 50 TCGA 1 100 100 0.5 0.0005 75 8187 -6 1932.5420990381965 1924.523463877002 50 TCGA 1 100 100 0.5 0.0005 75 8187 -7 1923.4377354339692 1918.744996344025 50 TCGA 1 100 100 0.5 0.0005 75 8187 -8 1914.8899208645373 1909.9594518000158 50 TCGA 1 100 100 0.5 0.0005 75 8187 -9 1908.3954999506213 1902.8376630466787 50 TCGA 1 100 100 0.5 0.0005 75 8187 -10 1900.0421701629907 1902.2166251177764 50 TCGA 1 100 100 0.5 0.0005 75 8187 -11 1897.2118362884912 1891.361812725738 50 TCGA 1 100 100 0.5 0.0005 75 8187 -12 1892.847759544457 1885.7803801723462 50 TCGA 1 100 100 0.5 0.0005 75 8187 -13 1888.0910870986054 1882.1795550015704 50 TCGA 1 100 100 0.5 0.0005 75 8187 -14 1885.9851712298082 1879.1123917929492 50 TCGA 1 100 100 0.5 0.0005 75 8187 -15 1881.4572744095933 1878.0959165946922 50 TCGA 1 100 100 0.5 0.0005 75 8187 -16 1878.1558793607946 1872.4037184212077 50 TCGA 1 100 100 0.5 0.0005 75 8187 -17 1876.051966486106 1875.8422035715687 50 TCGA 1 100 100 0.5 0.0005 75 8187 -18 1873.337027780418 1871.3010793714668 50 TCGA 1 100 100 0.5 0.0005 75 8187 -19 1871.2203288341768 1869.062838607098 50 TCGA 1 100 100 0.5 0.0005 75 8187 -20 1868.6710070322529 1866.7844747418735 50 TCGA 1 100 100 0.5 0.0005 75 8187 -21 1865.651713818681 1860.809987437186 50 TCGA 1 100 100 0.5 0.0005 75 8187 -22 1864.6483429667007 1862.026771430394 50 TCGA 1 100 100 0.5 0.0005 75 8187 -23 1862.0708203882575 1861.0175830323492 50 TCGA 1 100 100 0.5 0.0005 75 8187 -24 1859.7546178249527 1855.4920991677136 50 TCGA 1 100 100 0.5 0.0005 75 8187 -25 1858.2663107819956 1855.1485012955402 50 TCGA 1 100 100 0.5 0.0005 75 8187 -26 1857.0788276094133 1854.3275232362987 50 TCGA 1 100 100 0.5 0.0005 75 8187 -27 1855.3498361568152 1853.12473991049 50 TCGA 1 100 100 0.5 0.0005 75 8187 -28 1852.6827497630263 1851.8110731882066 50 TCGA 1 100 100 0.5 0.0005 75 8187 -29 1851.5049914481292 1849.909733604546 50 TCGA 1 100 100 0.5 0.0005 75 8187 -30 1850.5957608423616 1848.665003484218 50 TCGA 1 100 100 0.5 0.0005 75 8187 -31 1848.898905138709 1850.2796612456816 50 TCGA 1 100 100 0.5 0.0005 75 8187 -32 1847.7264248421848 1847.414391905818 50 TCGA 1 100 100 0.5 0.0005 75 8187 -33 1846.9205124151736 1844.8237096125158 50 TCGA 1 100 100 0.5 0.0005 75 8187 -34 1844.6951391571586 1842.2200148692682 50 TCGA 1 100 100 0.5 0.0005 75 8187 -35 1844.7833291330646 1841.690719834524 50 TCGA 1 100 100 0.5 0.0005 75 8187 -36 1842.707533047686 1841.9919212763034 50 TCGA 1 100 100 0.5 0.0005 75 8187 -37 1842.3333436659582 1839.03579972617 50 TCGA 1 100 100 0.5 0.0005 75 8187 -38 1840.8126837663026 1838.0104704430355 50 TCGA 1 100 100 0.5 0.0005 75 8187 -39 1839.9347711651037 1838.708472783841 50 TCGA 1 100 100 0.5 0.0005 75 8187 -40 1838.7358985421433 1836.5394268706816 50 TCGA 1 100 100 0.5 0.0005 75 8187 -41 1837.5339034044632 1835.592425629122 50 TCGA 1 100 100 0.5 0.0005 75 8187 -42 1836.8278857781586 1835.759874200102 50 TCGA 1 100 100 0.5 0.0005 75 8187 -43 1836.3915587104927 1836.8869205647377 50 TCGA 1 100 100 0.5 0.0005 75 8187 -44 1835.2705724924613 1834.0609916035255 50 TCGA 1 100 100 0.5 0.0005 75 8187 -45 1834.6068671697324 1833.446180487398 50 TCGA 1 100 100 0.5 0.0005 75 8187 -46 1833.7335017455823 1833.4198678941582 50 TCGA 1 100 100 0.5 0.0005 75 8187 -47 1832.8956493944418 1831.2945127247565 50 TCGA 1 100 100 0.5 0.0005 75 8187 -48 1832.4688139033112 1831.296122948728 50 TCGA 1 100 100 0.5 0.0005 75 8187 -49 1831.5756889485476 1830.5024782113694 50 TCGA 1 100 100 0.5 0.0005 75 8187 -50 1830.9290572144196 1830.6227647024184 50 TCGA 1 100 100 0.5 0.0005 75 8187 -51 1830.6030668984008 1828.6394190189228 50 TCGA 1 100 100 0.5 0.0005 75 8187 -52 1829.9466971989148 1829.6165268481077 50 TCGA 1 100 100 0.5 0.0005 75 8187 -53 1829.0721724133684 1828.141945690366 50 TCGA 1 100 100 0.5 0.0005 75 8187 -54 1828.8081161919708 1827.6676687882773 50 TCGA 1 100 100 0.5 0.0005 75 8187 -55 1828.1855133972952 1828.1580332080323 50 TCGA 1 100 100 0.5 0.0005 75 8187 -56 1827.671037539612 1826.6779913974167 50 TCGA 1 100 100 0.5 0.0005 75 8187 -57 1827.1187658709118 1828.1269696873037 50 TCGA 1 100 100 0.5 0.0005 75 8187 -58 1826.7250000844776 1825.6300012023005 50 TCGA 1 100 100 0.5 0.0005 75 8187 -59 1826.2395366707449 1825.686060306415 50 TCGA 1 100 100 0.5 0.0005 75 8187 -60 1825.7574689481685 1824.2728056787846 50 TCGA 1 100 100 0.5 0.0005 75 8187 -61 1825.3325351051274 1824.4576765664258 50 TCGA 1 100 100 0.5 0.0005 75 8187 -62 1825.1577937350446 1824.128624690837 50 TCGA 1 100 100 0.5 0.0005 75 8187 -63 1824.8611017928245 1823.4254457099953 50 TCGA 1 100 100 0.5 0.0005 75 8187 -64 1824.2792639831891 1823.0889444782506 50 TCGA 1 100 100 0.5 0.0005 75 8187 -65 1824.0115106077862 1823.1090670638348 50 TCGA 1 100 100 0.5 0.0005 75 8187 -66 1823.6252181432865 1821.6929950043184 50 TCGA 1 100 100 0.5 0.0005 75 8187 -67 1823.2684626612815 1822.4124682249137 50 TCGA 1 100 100 0.5 0.0005 75 8187 -68 1822.8976142373199 1822.1375217150205 50 TCGA 1 100 100 0.5 0.0005 75 8187 -69 1822.3027194415183 1823.1492018196452 50 TCGA 1 100 100 0.5 0.0005 75 8187 -70 1822.232519814659 1824.1635729919126 50 TCGA 1 100 100 0.5 0.0005 75 8187 -71 1822.0575000495967 1822.003736946451 50 TCGA 1 100 100 0.5 0.0005 75 8187 -72 1821.8042526986 1821.0888365165672 50 TCGA 1 100 100 0.5 0.0005 75 8187 -73 1821.7427167393212 1820.5249428293812 50 TCGA 1 100 100 0.5 0.0005 75 8187 -74 1821.2343353090948 1819.980734360278 50 TCGA 1 100 100 0.5 0.0005 75 8187 -75 1821.0050333191048 1823.0446507439542 50 TCGA 1 100 100 0.5 0.0005 75 8187 -76 1820.8757570839205 1819.853540775165 50 TCGA 1 100 100 0.5 0.0005 75 8187 -77 1820.6250067445926 1819.388122865303 50 TCGA 1 100 100 0.5 0.0005 75 8187 -78 1820.3093311451605 1819.344482421875 50 TCGA 1 100 100 0.5 0.0005 75 8187 -79 1820.3032548940398 1819.9459418675408 50 TCGA 1 100 100 0.5 0.0005 75 8187 -80 1820.1679711753281 1820.3491419499842 50 TCGA 1 100 100 0.5 0.0005 75 8187 -81 1819.6805057621439 1818.8360025223776 50 TCGA 1 100 100 0.5 0.0005 75 8187 -82 1819.6508560427626 1819.062927552803 50 TCGA 1 100 100 0.5 0.0005 75 8187 -83 1819.5300087497121 1819.0036897132145 50 TCGA 1 100 100 0.5 0.0005 75 8187 -84 1819.2405399118554 1819.2840116107884 50 TCGA 1 100 100 0.5 0.0005 75 8187 -85 1819.085050756397 1818.4041729644316 50 TCGA 1 100 100 0.5 0.0005 75 8187 -86 1819.0085095366087 1818.2778577948336 50 TCGA 1 100 100 0.5 0.0005 75 8187 -87 1818.90568995356 1818.770158777285 50 TCGA 1 100 100 0.5 0.0005 75 8187 -88 1818.6871507527346 1817.5325921600188 50 TCGA 1 100 100 0.5 0.0005 75 8187 -89 1818.6645265824695 1817.8577138622802 50 TCGA 1 100 100 0.5 0.0005 75 8187 -90 1818.5192541085605 1819.269352745171 50 TCGA 1 100 100 0.5 0.0005 75 8187 -91 1818.3882593511937 1817.2266716885208 50 TCGA 1 100 100 0.5 0.0005 75 8187 -92 1818.1722315368754 1816.9824427312342 50 TCGA 1 100 100 0.5 0.0005 75 8187 -93 1817.9437465146125 1817.2844919175957 50 TCGA 1 100 100 0.5 0.0005 75 8187 -94 1817.8385736274058 1818.1382259196373 50 TCGA 1 100 100 0.5 0.0005 75 8187 -95 1817.8864223013127 1816.8317552116048 50 TCGA 1 100 100 0.5 0.0005 75 8187 -96 1817.8019650554347 1817.5103495995604 50 TCGA 1 100 100 0.5 0.0005 75 8187 -97 1817.5385879668186 1816.818239758362 50 TCGA 1 100 100 0.5 0.0005 75 8187 -98 1817.2791268703913 1816.1733975051036 50 TCGA 1 100 100 0.5 0.0005 75 8187 -99 1817.3847000185087 1816.5497911922896 50 TCGA 1 100 100 0.5 0.0005 75 8187 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index 162dae51d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3176.9553464916567 3645.100236288866 50 TCGA 1 100 100 0.0 0.0005 75 9957 -1 2100.964576418877 2167.667517273869 50 TCGA 1 100 100 0.0 0.0005 75 9957 -2 2012.2461478429948 1986.3729603829695 50 TCGA 1 100 100 0.0 0.0005 75 9957 -3 1980.2371349690256 1960.2850323394316 50 TCGA 1 100 100 0.0 0.0005 75 9957 -4 1957.6105100944885 1945.8470268824592 50 TCGA 1 100 100 0.0 0.0005 75 9957 -5 1945.4203613771765 1965.1392073894865 50 TCGA 1 100 100 0.0 0.0005 75 9957 -6 1933.7204696394688 1924.346738575691 50 TCGA 1 100 100 0.0 0.0005 75 9957 -7 1924.8567685896776 1914.4070523516018 50 TCGA 1 100 100 0.0 0.0005 75 9957 -8 1914.4799697182782 1907.297787153541 50 TCGA 1 100 100 0.0 0.0005 75 9957 -9 1907.5836933628632 1907.8633174417007 50 TCGA 1 100 100 0.0 0.0005 75 9957 -10 1901.5777924166473 1898.673036814934 50 TCGA 1 100 100 0.0 0.0005 75 9957 -11 1896.4164779770385 1889.0542317299387 50 TCGA 1 100 100 0.0 0.0005 75 9957 -12 1892.6341485697212 1887.3865451525205 50 TCGA 1 100 100 0.0 0.0005 75 9957 -13 1890.4908087281513 1885.4391862878847 50 TCGA 1 100 100 0.0 0.0005 75 9957 -14 1885.9975316698815 1884.0015586968043 50 TCGA 1 100 100 0.0 0.0005 75 9957 -15 1881.0446595444132 1879.468457399301 50 TCGA 1 100 100 0.0 0.0005 75 9957 -16 1878.296644253182 1878.0988757262876 50 TCGA 1 100 100 0.0 0.0005 75 9957 -17 1876.0879927067926 1869.7198756232333 50 TCGA 1 100 100 0.0 0.0005 75 9957 -18 1873.7652226816479 1869.8440732716315 50 TCGA 1 100 100 0.0 0.0005 75 9957 -19 1870.4052477126702 1864.9367982490578 50 TCGA 1 100 100 0.0 0.0005 75 9957 -20 1868.1182039850378 1864.794704111377 50 TCGA 1 100 100 0.0 0.0005 75 9957 -21 1866.1660573052195 1864.996981366795 50 TCGA 1 100 100 0.0 0.0005 75 9957 -22 1863.950996774477 1861.7530321284155 50 TCGA 1 100 100 0.0 0.0005 75 9957 -23 1862.2085710200417 1857.2109595830716 50 TCGA 1 100 100 0.0 0.0005 75 9957 -24 1860.3493308165148 1859.2114816023477 50 TCGA 1 100 100 0.0 0.0005 75 9957 -25 1858.8254031277033 1855.342721910333 50 TCGA 1 100 100 0.0 0.0005 75 9957 -26 1856.5772951153563 1852.3239427116048 50 TCGA 1 100 100 0.0 0.0005 75 9957 -27 1854.639893545531 1850.878089789769 50 TCGA 1 100 100 0.0 0.0005 75 9957 -28 1853.255912759472 1848.955251109061 50 TCGA 1 100 100 0.0 0.0005 75 9957 -29 1851.8997019680367 1847.4423582757538 50 TCGA 1 100 100 0.0 0.0005 75 9957 -30 1850.4200401710657 1847.0585894560695 50 TCGA 1 100 100 0.0 0.0005 75 9957 -31 1849.8008190878454 1845.054639039926 50 TCGA 1 100 100 0.0 0.0005 75 9957 -32 1847.6754925678133 1847.2578775223776 50 TCGA 1 100 100 0.0 0.0005 75 9957 -33 1846.4952455255147 1842.8556527755968 50 TCGA 1 100 100 0.0 0.0005 75 9957 -34 1845.1750943643437 1841.7752256153815 50 TCGA 1 100 100 0.0 0.0005 75 9957 -35 1844.4229784153417 1841.504254058378 50 TCGA 1 100 100 0.0 0.0005 75 9957 -36 1843.1151162696904 1840.322857574003 50 TCGA 1 100 100 0.0 0.0005 75 9957 -37 1841.5130753805095 1839.7198719427215 50 TCGA 1 100 100 0.0 0.0005 75 9957 -38 1840.896825801263 1838.41143400106 50 TCGA 1 100 100 0.0 0.0005 75 9957 -39 1839.693381638968 1836.9066892077576 50 TCGA 1 100 100 0.0 0.0005 75 9957 -40 1839.220865390359 1836.739528330127 50 TCGA 1 100 100 0.0 0.0005 75 9957 -41 1837.9709993011784 1836.4839229104507 50 TCGA 1 100 100 0.0 0.0005 75 9957 -42 1837.0944577462042 1833.5163991343436 50 TCGA 1 100 100 0.0 0.0005 75 9957 -43 1836.4624702938168 1834.3242518746074 50 TCGA 1 100 100 0.0 0.0005 75 9957 -44 1835.2956637120537 1834.1601176046247 50 TCGA 1 100 100 0.0 0.0005 75 9957 -45 1834.616868678341 1832.7932693251414 50 TCGA 1 100 100 0.0 0.0005 75 9957 -46 1834.1898932539468 1831.0595408684046 50 TCGA 1 100 100 0.0 0.0005 75 9957 -47 1832.7032232530441 1831.2592319507694 50 TCGA 1 100 100 0.0 0.0005 75 9957 -48 1832.6706585480122 1835.242244547935 50 TCGA 1 100 100 0.0 0.0005 75 9957 -49 1831.7024785818992 1829.9281465923366 50 TCGA 1 100 100 0.0 0.0005 75 9957 -50 1831.282951572136 1828.793191420972 50 TCGA 1 100 100 0.0 0.0005 75 9957 -51 1830.3113384721587 1828.7170667792086 50 TCGA 1 100 100 0.0 0.0005 75 9957 -52 1829.9937806545138 1827.3084201525205 50 TCGA 1 100 100 0.0 0.0005 75 9957 -53 1829.263148317487 1826.6237731626884 50 TCGA 1 100 100 0.0 0.0005 75 9957 -54 1828.678813332678 1827.8353062922033 50 TCGA 1 100 100 0.0 0.0005 75 9957 -55 1828.0704586055879 1826.532858997134 50 TCGA 1 100 100 0.0 0.0005 75 9957 -56 1827.765958332752 1825.4985161402717 50 TCGA 1 100 100 0.0 0.0005 75 9957 -57 1827.2979482486187 1824.926016189345 50 TCGA 1 100 100 0.0 0.0005 75 9957 -58 1826.8687780656803 1824.2578750687028 50 TCGA 1 100 100 0.0 0.0005 75 9957 -59 1826.4749318619022 1824.2149112260522 50 TCGA 1 100 100 0.0 0.0005 75 9957 -60 1825.9238473504952 1823.7073618826555 50 TCGA 1 100 100 0.0 0.0005 75 9957 -61 1825.5288094794037 1824.0119567564384 50 TCGA 1 100 100 0.0 0.0005 75 9957 -62 1825.2489388371462 1822.8916990960663 50 TCGA 1 100 100 0.0 0.0005 75 9957 -63 1824.5208962601548 1822.1575326584093 50 TCGA 1 100 100 0.0 0.0005 75 9957 -64 1824.0998903996897 1822.0808902913002 50 TCGA 1 100 100 0.0 0.0005 75 9957 -65 1824.0156989316347 1821.8469974383636 50 TCGA 1 100 100 0.0 0.0005 75 9957 -66 1823.813692089702 1821.3155112721813 50 TCGA 1 100 100 0.0 0.0005 75 9957 -67 1823.4469715062628 1822.492410170972 50 TCGA 1 100 100 0.0 0.0005 75 9957 -68 1823.0122831565805 1821.6911927803078 50 TCGA 1 100 100 0.0 0.0005 75 9957 -69 1822.6973454973263 1820.2134776666535 50 TCGA 1 100 100 0.0 0.0005 75 9957 -70 1822.488677859293 1820.3344217425015 50 TCGA 1 100 100 0.0 0.0005 75 9957 -71 1822.143926062479 1820.4396230419677 50 TCGA 1 100 100 0.0 0.0005 75 9957 -72 1821.955287670634 1819.2791085554727 50 TCGA 1 100 100 0.0 0.0005 75 9957 -73 1821.4953415576124 1821.70372737712 50 TCGA 1 100 100 0.0 0.0005 75 9957 -74 1821.5017586899783 1819.3330121064305 50 TCGA 1 100 100 0.0 0.0005 75 9957 -75 1821.0330512013495 1818.8099475649733 50 TCGA 1 100 100 0.0 0.0005 75 9957 -76 1820.8252168679453 1818.4515785715687 50 TCGA 1 100 100 0.0 0.0005 75 9957 -77 1820.5685549136822 1818.3671298386464 50 TCGA 1 100 100 0.0 0.0005 75 9957 -78 1820.487489584714 1819.7422243051194 50 TCGA 1 100 100 0.0 0.0005 75 9957 -79 1820.4083644502036 1818.8801778668735 50 TCGA 1 100 100 0.0 0.0005 75 9957 -80 1819.9079935657405 1818.2422046757224 50 TCGA 1 100 100 0.0 0.0005 75 9957 -81 1819.8272386106587 1818.6840814178313 50 TCGA 1 100 100 0.0 0.0005 75 9957 -82 1819.7231727359097 1817.726022691583 50 TCGA 1 100 100 0.0 0.0005 75 9957 -83 1819.5728867270343 1817.8985473019393 50 TCGA 1 100 100 0.0 0.0005 75 9957 -84 1819.431011838218 1818.1144651480056 50 TCGA 1 100 100 0.0 0.0005 75 9957 -85 1819.2759080646906 1817.3847183917635 50 TCGA 1 100 100 0.0 0.0005 75 9957 -86 1819.277707903496 1817.1620964932083 50 TCGA 1 100 100 0.0 0.0005 75 9957 -87 1818.6703285671183 1816.9828310252435 50 TCGA 1 100 100 0.0 0.0005 75 9957 -88 1818.8366372071948 1816.1784778384108 50 TCGA 1 100 100 0.0 0.0005 75 9957 -89 1818.5431993878144 1816.992691730135 50 TCGA 1 100 100 0.0 0.0005 75 9957 -90 1818.3221822100593 1816.1562769904208 50 TCGA 1 100 100 0.0 0.0005 75 9957 -91 1818.3493065087307 1816.9212652618562 50 TCGA 1 100 100 0.0 0.0005 75 9957 -92 1818.244029822926 1815.9767195351758 50 TCGA 1 100 100 0.0 0.0005 75 9957 -93 1817.9382435129828 1815.7722830460898 50 TCGA 1 100 100 0.0 0.0005 75 9957 -94 1818.0550090058705 1816.2549870936714 50 TCGA 1 100 100 0.0 0.0005 75 9957 -95 1817.8286655348104 1815.983537683535 50 TCGA 1 100 100 0.0 0.0005 75 9957 -96 1817.563520490917 1818.3455436361494 50 TCGA 1 100 100 0.0 0.0005 75 9957 -97 1817.6986637449727 1816.540990474835 50 TCGA 1 100 100 0.0 0.0005 75 9957 -98 1817.5376033789346 1817.0411855419677 50 TCGA 1 100 100 0.0 0.0005 75 9957 -99 1817.4347033649167 1815.3394928745288 50 TCGA 1 100 100 0.0 0.0005 75 9957 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index 5adc3855b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3181.971344528939 3134.756746378376 50 TCGA 1 100 100 1.0 0.0005 75 6895 -1 2100.561671191766 2220.303383371938 50 TCGA 1 100 100 1.0 0.0005 75 6895 -2 2009.4937552158183 2055.7347179010285 50 TCGA 1 100 100 1.0 0.0005 75 6895 -3 1976.3263761203382 1978.4105549721262 50 TCGA 1 100 100 1.0 0.0005 75 6895 -4 1957.6335593784663 1954.131558058849 50 TCGA 1 100 100 1.0 0.0005 75 6895 -5 1944.2360070823945 1952.0268597626805 50 TCGA 1 100 100 1.0 0.0005 75 6895 -6 1932.7655637127732 1938.5965054766018 50 TCGA 1 100 100 1.0 0.0005 75 6895 -7 1921.9910419002974 1917.5830887837626 50 TCGA 1 100 100 1.0 0.0005 75 6895 -8 1915.4705298639112 1907.714676286707 50 TCGA 1 100 100 1.0 0.0005 75 6895 -9 1909.2737169577642 1905.8386991107884 50 TCGA 1 100 100 1.0 0.0005 75 6895 -10 1901.5431733768505 1907.9561822785804 50 TCGA 1 100 100 1.0 0.0005 75 6895 -11 1898.0948223084633 1891.270577128808 50 TCGA 1 100 100 1.0 0.0005 75 6895 -12 1892.1246191825915 1887.7913977848225 50 TCGA 1 100 100 1.0 0.0005 75 6895 -13 1887.0900371631137 1889.2632657918498 50 TCGA 1 100 100 1.0 0.0005 75 6895 -14 1885.5407694950609 1888.4560645021984 50 TCGA 1 100 100 1.0 0.0005 75 6895 -15 1882.0342489592344 1878.0246925545698 50 TCGA 1 100 100 1.0 0.0005 75 6895 -16 1877.556382654554 1877.7998200229663 50 TCGA 1 100 100 1.0 0.0005 75 6895 -17 1875.6914263883996 1871.4975739292163 50 TCGA 1 100 100 1.0 0.0005 75 6895 -18 1872.9225142102434 1875.333939595438 50 TCGA 1 100 100 1.0 0.0005 75 6895 -19 1870.6390070335608 1868.5584410087547 50 TCGA 1 100 100 1.0 0.0005 75 6895 -20 1867.7923235718142 1864.7457575965766 50 TCGA 1 100 100 1.0 0.0005 75 6895 -21 1866.4219951082491 1869.54878702595 50 TCGA 1 100 100 1.0 0.0005 75 6895 -22 1863.5785560680295 1860.054543346616 50 TCGA 1 100 100 1.0 0.0005 75 6895 -23 1861.949138114649 1858.9457069281957 50 TCGA 1 100 100 1.0 0.0005 75 6895 -24 1860.2698800067494 1860.026178254554 50 TCGA 1 100 100 1.0 0.0005 75 6895 -25 1858.273328346604 1856.5776035941426 50 TCGA 1 100 100 1.0 0.0005 75 6895 -26 1856.4686584779229 1854.390582060694 50 TCGA 1 100 100 1.0 0.0005 75 6895 -27 1854.5199832739554 1856.069569650008 50 TCGA 1 100 100 1.0 0.0005 75 6895 -28 1852.7144995441472 1851.4379729457837 50 TCGA 1 100 100 1.0 0.0005 75 6895 -29 1851.6996441225958 1850.6241774055827 50 TCGA 1 100 100 1.0 0.0005 75 6895 -30 1849.9873857043633 1847.99646793538 50 TCGA 1 100 100 1.0 0.0005 75 6895 -31 1849.068780128572 1850.6264298788867 50 TCGA 1 100 100 1.0 0.0005 75 6895 -32 1847.658336776936 1847.639527594025 50 TCGA 1 100 100 1.0 0.0005 75 6895 -33 1846.1443141286215 1844.9777629603093 50 TCGA 1 100 100 1.0 0.0005 75 6895 -34 1844.8788291027615 1843.0691016115734 50 TCGA 1 100 100 1.0 0.0005 75 6895 -35 1844.2564184267828 1842.9130816435695 50 TCGA 1 100 100 1.0 0.0005 75 6895 -36 1843.153233232316 1843.1049780150754 50 TCGA 1 100 100 1.0 0.0005 75 6895 -37 1841.5048438164922 1840.29999178019 50 TCGA 1 100 100 1.0 0.0005 75 6895 -38 1840.6189450454415 1838.924539077222 50 TCGA 1 100 100 1.0 0.0005 75 6895 -39 1839.9127123960761 1838.806594618601 50 TCGA 1 100 100 1.0 0.0005 75 6895 -40 1838.8760965889967 1838.650868478133 50 TCGA 1 100 100 1.0 0.0005 75 6895 -41 1838.120487785829 1837.0712951966866 50 TCGA 1 100 100 1.0 0.0005 75 6895 -42 1837.0019618316558 1837.4365363192917 50 TCGA 1 100 100 1.0 0.0005 75 6895 -43 1836.1575317587194 1834.6159974678078 50 TCGA 1 100 100 1.0 0.0005 75 6895 -44 1835.2056536363136 1833.5388981038002 50 TCGA 1 100 100 1.0 0.0005 75 6895 -45 1834.4307053339562 1833.748180600267 50 TCGA 1 100 100 1.0 0.0005 75 6895 -46 1833.5539380190748 1835.0398390880182 50 TCGA 1 100 100 1.0 0.0005 75 6895 -47 1832.9680282604695 1832.2775461781564 50 TCGA 1 100 100 1.0 0.0005 75 6895 -48 1832.6061492998267 1831.3367312637406 50 TCGA 1 100 100 1.0 0.0005 75 6895 -49 1831.7521402022844 1830.8965316082365 50 TCGA 1 100 100 1.0 0.0005 75 6895 -50 1831.1807124055595 1830.4383158468122 50 TCGA 1 100 100 1.0 0.0005 75 6895 -51 1830.3475767183097 1831.2746263053548 50 TCGA 1 100 100 1.0 0.0005 75 6895 -52 1829.841536329346 1830.0151017538867 50 TCGA 1 100 100 1.0 0.0005 75 6895 -53 1829.100416913923 1827.974611215256 50 TCGA 1 100 100 1.0 0.0005 75 6895 -54 1828.7050472633796 1828.922926399576 50 TCGA 1 100 100 1.0 0.0005 75 6895 -55 1828.2335481402038 1827.753690940052 50 TCGA 1 100 100 1.0 0.0005 75 6895 -56 1827.7888117374114 1827.5644402432083 50 TCGA 1 100 100 1.0 0.0005 75 6895 -57 1826.848240481595 1828.628632051861 50 TCGA 1 100 100 1.0 0.0005 75 6895 -58 1826.730049944866 1825.4453137268374 50 TCGA 1 100 100 1.0 0.0005 75 6895 -59 1826.1423732801425 1826.8093936479272 50 TCGA 1 100 100 1.0 0.0005 75 6895 -60 1825.6574179862996 1826.512982392431 50 TCGA 1 100 100 1.0 0.0005 75 6895 -61 1825.386172587883 1825.4609436341866 50 TCGA 1 100 100 1.0 0.0005 75 6895 -62 1825.07445513775 1824.453472808378 50 TCGA 1 100 100 1.0 0.0005 75 6895 -63 1824.6387918606204 1826.0156470830716 50 TCGA 1 100 100 1.0 0.0005 75 6895 -64 1823.8983156476945 1823.483646258637 50 TCGA 1 100 100 1.0 0.0005 75 6895 -65 1823.726242343048 1824.462797998783 50 TCGA 1 100 100 1.0 0.0005 75 6895 -66 1823.468668778755 1823.8541259765625 50 TCGA 1 100 100 1.0 0.0005 75 6895 -67 1823.1486667343943 1824.0258979222283 50 TCGA 1 100 100 1.0 0.0005 75 6895 -68 1822.7031998036628 1822.8184851258245 50 TCGA 1 100 100 1.0 0.0005 75 6895 -69 1822.666002421949 1822.1588576427057 50 TCGA 1 100 100 1.0 0.0005 75 6895 -70 1822.2544642117475 1821.975485950259 50 TCGA 1 100 100 1.0 0.0005 75 6895 -71 1821.7211611577743 1821.6566505623823 50 TCGA 1 100 100 1.0 0.0005 75 6895 -72 1821.6480476898014 1821.7860947805434 50 TCGA 1 100 100 1.0 0.0005 75 6895 -73 1821.6162062912251 1821.6736459396593 50 TCGA 1 100 100 1.0 0.0005 75 6895 -74 1821.2516539375995 1821.5607707728093 50 TCGA 1 100 100 1.0 0.0005 75 6895 -75 1820.8729686104755 1821.1410678882694 50 TCGA 1 100 100 1.0 0.0005 75 6895 -76 1820.8130658372515 1820.5109041300252 50 TCGA 1 100 100 1.0 0.0005 75 6895 -77 1820.4870044373151 1819.6739679844536 50 TCGA 1 100 100 1.0 0.0005 75 6895 -78 1820.2294787255657 1819.9244102593043 50 TCGA 1 100 100 1.0 0.0005 75 6895 -79 1820.2076186971988 1819.8610103741364 50 TCGA 1 100 100 1.0 0.0005 75 6895 -80 1819.9049575998124 1819.4563509687107 50 TCGA 1 100 100 1.0 0.0005 75 6895 -81 1819.8895746284943 1819.3584953576476 50 TCGA 1 100 100 1.0 0.0005 75 6895 -82 1819.5344857421221 1818.887770149576 50 TCGA 1 100 100 1.0 0.0005 75 6895 -83 1819.1604100238108 1820.9434059948178 50 TCGA 1 100 100 1.0 0.0005 75 6895 -84 1819.2055258978185 1818.564602799152 50 TCGA 1 100 100 1.0 0.0005 75 6895 -85 1818.9701010440792 1818.9300935831502 50 TCGA 1 100 100 1.0 0.0005 75 6895 -86 1818.8979953408627 1818.7564396690484 50 TCGA 1 100 100 1.0 0.0005 75 6895 -87 1818.6534759013937 1819.4288630653266 50 TCGA 1 100 100 1.0 0.0005 75 6895 -88 1818.5166521401313 1818.1711560733354 50 TCGA 1 100 100 1.0 0.0005 75 6895 -89 1818.2985463100347 1818.6192620818938 50 TCGA 1 100 100 1.0 0.0005 75 6895 -90 1818.366182760091 1819.1171562156485 50 TCGA 1 100 100 1.0 0.0005 75 6895 -91 1818.1733155495913 1820.496986274144 50 TCGA 1 100 100 1.0 0.0005 75 6895 -92 1818.1284122869417 1817.532032108786 50 TCGA 1 100 100 1.0 0.0005 75 6895 -93 1817.9834587164444 1819.3612502208307 50 TCGA 1 100 100 1.0 0.0005 75 6895 -94 1817.5284118482025 1817.688303578439 50 TCGA 1 100 100 1.0 0.0005 75 6895 -95 1817.7379736965795 1818.0040338410804 50 TCGA 1 100 100 1.0 0.0005 75 6895 -96 1817.4780758775655 1818.3575488526617 50 TCGA 1 100 100 1.0 0.0005 75 6895 -97 1817.495984719233 1817.7168710986573 50 TCGA 1 100 100 1.0 0.0005 75 6895 -98 1817.0451090749134 1816.8497296050566 50 TCGA 1 100 100 1.0 0.0005 75 6895 -99 1817.1686997275783 1817.3046807523947 50 TCGA 1 100 100 1.0 0.0005 75 6895 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index abda63d28..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3182.0191856543524 3407.741893059045 50 TCGA 1 50 100 0.5 0.0005 75 4870 -1 2098.052887715696 2161.61282486652 50 TCGA 1 50 100 0.5 0.0005 75 4870 -2 2015.1535980262079 2047.9731592532978 50 TCGA 1 50 100 0.5 0.0005 75 4870 -3 1975.7251685494118 1958.6696709867697 50 TCGA 1 50 100 0.5 0.0005 75 4870 -4 1957.2430167169973 1952.562733712508 50 TCGA 1 50 100 0.5 0.0005 75 4870 -5 1944.4585378693475 1942.7000247821136 50 TCGA 1 50 100 0.5 0.0005 75 4870 -6 1931.5039047239509 1934.5316131438442 50 TCGA 1 50 100 0.5 0.0005 75 4870 -7 1921.5556036881776 1909.5123217405387 50 TCGA 1 50 100 0.5 0.0005 75 4870 -8 1914.8692311932964 1907.198874622134 50 TCGA 1 50 100 0.5 0.0005 75 4870 -9 1907.7286705326217 1900.2811665750628 50 TCGA 1 50 100 0.5 0.0005 75 4870 -10 1903.0900852745406 1895.3724935713724 50 TCGA 1 50 100 0.5 0.0005 75 4870 -11 1895.8866553780808 1893.9325632066582 50 TCGA 1 50 100 0.5 0.0005 75 4870 -12 1892.6330912628669 1891.5834684899105 50 TCGA 1 50 100 0.5 0.0005 75 4870 -13 1887.2140094507138 1895.9371018912923 50 TCGA 1 50 100 0.5 0.0005 75 4870 -14 1883.6596731055406 1882.2582412796403 50 TCGA 1 50 100 0.5 0.0005 75 4870 -15 1880.889213881358 1882.1801978643216 50 TCGA 1 50 100 0.5 0.0005 75 4870 -16 1877.903325953432 1883.206163262602 50 TCGA 1 50 100 0.5 0.0005 75 4870 -17 1875.302104470932 1875.72768505614 50 TCGA 1 50 100 0.5 0.0005 75 4870 -18 1873.1959192544464 1869.5687225188442 50 TCGA 1 50 100 0.5 0.0005 75 4870 -19 1871.5080799673774 1871.7421224776224 50 TCGA 1 50 100 0.5 0.0005 75 4870 -20 1868.093611456531 1865.874039386385 50 TCGA 1 50 100 0.5 0.0005 75 4870 -21 1865.7056050752474 1870.2058448983198 50 TCGA 1 50 100 0.5 0.0005 75 4870 -22 1863.6286828609193 1862.598032275636 50 TCGA 1 50 100 0.5 0.0005 75 4870 -23 1862.0280140534962 1861.3021043940405 50 TCGA 1 50 100 0.5 0.0005 75 4870 -24 1859.8456049673339 1858.9117069723618 50 TCGA 1 50 100 0.5 0.0005 75 4870 -25 1858.2614581089679 1857.1082917026538 50 TCGA 1 50 100 0.5 0.0005 75 4870 -26 1856.838069104632 1859.9917826436872 50 TCGA 1 50 100 0.5 0.0005 75 4870 -27 1854.4675390799405 1853.9639763760208 50 TCGA 1 50 100 0.5 0.0005 75 4870 -28 1853.289803914665 1852.872367820548 50 TCGA 1 50 100 0.5 0.0005 75 4870 -29 1851.6052228516933 1856.0910515713333 50 TCGA 1 50 100 0.5 0.0005 75 4870 -30 1849.857224796643 1849.3321146749372 50 TCGA 1 50 100 0.5 0.0005 75 4870 -31 1848.6656057854052 1848.8520231774105 50 TCGA 1 50 100 0.5 0.0005 75 4870 -32 1847.6026322877572 1849.5995026401538 50 TCGA 1 50 100 0.5 0.0005 75 4870 -33 1846.4087277589226 1846.3965187264448 50 TCGA 1 50 100 0.5 0.0005 75 4870 -34 1845.0365024979246 1846.496048970438 50 TCGA 1 50 100 0.5 0.0005 75 4870 -35 1843.9710502466967 1846.1332216502435 50 TCGA 1 50 100 0.5 0.0005 75 4870 -36 1842.9328632084357 1842.5242797238143 50 TCGA 1 50 100 0.5 0.0005 75 4870 -37 1841.712357883941 1843.7667720928864 50 TCGA 1 50 100 0.5 0.0005 75 4870 -38 1840.4339020391942 1840.4294280239087 50 TCGA 1 50 100 0.5 0.0005 75 4870 -39 1839.37179036422 1839.669713312657 50 TCGA 1 50 100 0.5 0.0005 75 4870 -40 1838.527313923913 1838.9015229958386 50 TCGA 1 50 100 0.5 0.0005 75 4870 -41 1837.8063833903277 1836.5532705029052 50 TCGA 1 50 100 0.5 0.0005 75 4870 -42 1836.8431707416905 1837.8958353780622 50 TCGA 1 50 100 0.5 0.0005 75 4870 -43 1835.9522718158546 1837.0248207590687 50 TCGA 1 50 100 0.5 0.0005 75 4870 -44 1835.1014111213672 1834.705885383951 50 TCGA 1 50 100 0.5 0.0005 75 4870 -45 1834.5076028589879 1836.0934500382773 50 TCGA 1 50 100 0.5 0.0005 75 4870 -46 1833.756452067993 1834.4665005937893 50 TCGA 1 50 100 0.5 0.0005 75 4870 -47 1832.7999831807574 1833.7571150429883 50 TCGA 1 50 100 0.5 0.0005 75 4870 -48 1832.3222528307124 1833.1680589225423 50 TCGA 1 50 100 0.5 0.0005 75 4870 -49 1831.4330123524965 1831.1275076554648 50 TCGA 1 50 100 0.5 0.0005 75 4870 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 776780ba4..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3184.7097680557786 3098.610998105763 50 TCGA 1 50 100 0.0 0.0005 75 6145 -1 2097.8291155967026 2261.561665750628 50 TCGA 1 50 100 0.0 0.0005 75 6145 -2 2007.7791873673427 2046.6254858275754 50 TCGA 1 50 100 0.0 0.0005 75 6145 -3 1975.7520102155916 1980.53418888878 50 TCGA 1 50 100 0.0 0.0005 75 6145 -4 1958.873269501056 1972.7952954469613 50 TCGA 1 50 100 0.0 0.0005 75 6145 -5 1943.2608603473113 1936.4061678019002 50 TCGA 1 50 100 0.0 0.0005 75 6145 -6 1933.6924971980645 1920.0922041849874 50 TCGA 1 50 100 0.0 0.0005 75 6145 -7 1924.9287531218606 1905.0225738065326 50 TCGA 1 50 100 0.0 0.0005 75 6145 -8 1917.4000198904166 1908.3509429471576 50 TCGA 1 50 100 0.0 0.0005 75 6145 -9 1908.2545441658267 1896.536086806101 50 TCGA 1 50 100 0.0 0.0005 75 6145 -10 1902.7563412250427 1900.2505373547424 50 TCGA 1 50 100 0.0 0.0005 75 6145 -11 1897.5360818942327 1885.1738784253298 50 TCGA 1 50 100 0.0 0.0005 75 6145 -12 1893.2446074325574 1884.188348358001 50 TCGA 1 50 100 0.0 0.0005 75 6145 -13 1888.2715269544985 1880.2757390467964 50 TCGA 1 50 100 0.0 0.0005 75 6145 -14 1885.4556386347049 1880.7163736161276 50 TCGA 1 50 100 0.0 0.0005 75 6145 -15 1881.7277106476597 1880.6134873586684 50 TCGA 1 50 100 0.0 0.0005 75 6145 -16 1879.2267723045175 1872.6607396111417 50 TCGA 1 50 100 0.0 0.0005 75 6145 -17 1876.9191290379263 1869.279619533213 50 TCGA 1 50 100 0.0 0.0005 75 6145 -18 1874.2076747795077 1865.9880309751884 50 TCGA 1 50 100 0.0 0.0005 75 6145 -19 1871.4294348707263 1864.5274602995446 50 TCGA 1 50 100 0.0 0.0005 75 6145 -20 1868.4218883120543 1862.8141224923445 50 TCGA 1 50 100 0.0 0.0005 75 6145 -21 1866.1201462233116 1861.1554280190012 50 TCGA 1 50 100 0.0 0.0005 75 6145 -22 1864.3378163936056 1860.760033075534 50 TCGA 1 50 100 0.0 0.0005 75 6145 -23 1862.6405430157306 1858.411856033095 50 TCGA 1 50 100 0.0 0.0005 75 6145 -24 1859.5948474201484 1856.842882012602 50 TCGA 1 50 100 0.0 0.0005 75 6145 -25 1858.4430629126873 1855.3868911206423 50 TCGA 1 50 100 0.0 0.0005 75 6145 -26 1857.0028344048017 1852.6144706687735 50 TCGA 1 50 100 0.0 0.0005 75 6145 -27 1855.3179467558155 1851.8620734286667 50 TCGA 1 50 100 0.0 0.0005 75 6145 -28 1853.7947746248753 1850.740277314306 50 TCGA 1 50 100 0.0 0.0005 75 6145 -29 1852.0271628859161 1847.224224761503 50 TCGA 1 50 100 0.0 0.0005 75 6145 -30 1850.8154681112394 1851.8379133214903 50 TCGA 1 50 100 0.0 0.0005 75 6145 -31 1849.283803761624 1846.268109345556 50 TCGA 1 50 100 0.0 0.0005 75 6145 -32 1848.1219134155642 1843.8116326260208 50 TCGA 1 50 100 0.0 0.0005 75 6145 -33 1846.9084483692857 1841.4997049456265 50 TCGA 1 50 100 0.0 0.0005 75 6145 -34 1845.1686410019342 1843.2953555619897 50 TCGA 1 50 100 0.0 0.0005 75 6145 -35 1844.7882431614464 1840.4914293145414 50 TCGA 1 50 100 0.0 0.0005 75 6145 -36 1843.347952044666 1843.4852546423524 50 TCGA 1 50 100 0.0 0.0005 75 6145 -37 1842.1470257409624 1838.560576932514 50 TCGA 1 50 100 0.0 0.0005 75 6145 -38 1841.1180599368913 1837.9225939266646 50 TCGA 1 50 100 0.0 0.0005 75 6145 -39 1840.1831757487669 1837.535883151107 50 TCGA 1 50 100 0.0 0.0005 75 6145 -40 1839.188113281032 1837.8743595909234 50 TCGA 1 50 100 0.0 0.0005 75 6145 -41 1838.0518193722357 1835.5116623154836 50 TCGA 1 50 100 0.0 0.0005 75 6145 -42 1837.1295913234728 1834.441356563089 50 TCGA 1 50 100 0.0 0.0005 75 6145 -43 1836.4428962463114 1833.4604841836133 50 TCGA 1 50 100 0.0 0.0005 75 6145 -44 1835.3625771554136 1832.3373324140232 50 TCGA 1 50 100 0.0 0.0005 75 6145 -45 1835.0632746062356 1835.5141951211133 50 TCGA 1 50 100 0.0 0.0005 75 6145 -46 1834.185384391634 1830.7033605527638 50 TCGA 1 50 100 0.0 0.0005 75 6145 -47 1833.3748582681783 1830.3729548622016 50 TCGA 1 50 100 0.0 0.0005 75 6145 -48 1833.0183653756435 1830.7818370416535 50 TCGA 1 50 100 0.0 0.0005 75 6145 -49 1831.9492858144133 1829.340159047189 50 TCGA 1 50 100 0.0 0.0005 75 6145 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index ca080eb9c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0005lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3181.143611859844 3403.769720182946 50 TCGA 1 50 100 1.0 0.0005 75 9502 -1 2099.180344709449 2126.799219486102 50 TCGA 1 50 100 1.0 0.0005 75 9502 -2 2009.3347120007204 2000.1443490646593 50 TCGA 1 50 100 1.0 0.0005 75 9502 -3 1979.1026293991638 1961.2849949208935 50 TCGA 1 50 100 1.0 0.0005 75 9502 -4 1957.6372844237465 1954.8836246663002 50 TCGA 1 50 100 1.0 0.0005 75 9502 -5 1944.0901593015535 1936.2527113104586 50 TCGA 1 50 100 1.0 0.0005 75 9502 -6 1932.8436433673105 1920.161089873194 50 TCGA 1 50 100 1.0 0.0005 75 9502 -7 1923.2944999632657 1929.3109136993562 50 TCGA 1 50 100 1.0 0.0005 75 9502 -8 1916.3479909861724 1907.4796571971185 50 TCGA 1 50 100 1.0 0.0005 75 9502 -9 1909.773835594466 1898.1604635727465 50 TCGA 1 50 100 1.0 0.0005 75 9502 -10 1902.3171334124554 1892.808442235592 50 TCGA 1 50 100 1.0 0.0005 75 9502 -11 1898.6362427588965 1895.3359203242776 50 TCGA 1 50 100 1.0 0.0005 75 9502 -12 1894.3834226199301 1900.7624793891332 50 TCGA 1 50 100 1.0 0.0005 75 9502 -13 1889.0124012210138 1881.085009397574 50 TCGA 1 50 100 1.0 0.0005 75 9502 -14 1883.8282697430438 1878.3720574307083 50 TCGA 1 50 100 1.0 0.0005 75 9502 -15 1882.499121281781 1876.4725752787374 50 TCGA 1 50 100 1.0 0.0005 75 9502 -16 1878.9493839720794 1874.883127797189 50 TCGA 1 50 100 1.0 0.0005 75 9502 -17 1876.2653811182583 1873.5699929088803 50 TCGA 1 50 100 1.0 0.0005 75 9502 -18 1873.94326218474 1868.6137762788553 50 TCGA 1 50 100 1.0 0.0005 75 9502 -19 1870.8778311074452 1866.292108123626 50 TCGA 1 50 100 1.0 0.0005 75 9502 -20 1869.0240535606217 1864.6839243826555 50 TCGA 1 50 100 1.0 0.0005 75 9502 -21 1866.2500429610106 1861.7124281073336 50 TCGA 1 50 100 1.0 0.0005 75 9502 -22 1863.951897293399 1861.0461548464982 50 TCGA 1 50 100 1.0 0.0005 75 9502 -23 1862.5494196870814 1858.1300741991206 50 TCGA 1 50 100 1.0 0.0005 75 9502 -24 1860.2572026117025 1859.8989251678313 50 TCGA 1 50 100 1.0 0.0005 75 9502 -25 1859.0258819310975 1854.9803000598697 50 TCGA 1 50 100 1.0 0.0005 75 9502 -26 1856.3262654408932 1852.460185448728 50 TCGA 1 50 100 1.0 0.0005 75 9502 -27 1854.8632983226757 1855.0053588253768 50 TCGA 1 50 100 1.0 0.0005 75 9502 -28 1853.1366518899683 1849.499216050958 50 TCGA 1 50 100 1.0 0.0005 75 9502 -29 1852.1835835309205 1848.2581817780308 50 TCGA 1 50 100 1.0 0.0005 75 9502 -30 1851.306773255028 1849.3158738026068 50 TCGA 1 50 100 1.0 0.0005 75 9502 -31 1849.4381040157332 1845.1950425957914 50 TCGA 1 50 100 1.0 0.0005 75 9502 -32 1848.1055577104946 1845.641995377277 50 TCGA 1 50 100 1.0 0.0005 75 9502 -33 1846.697551895484 1842.3621243424152 50 TCGA 1 50 100 1.0 0.0005 75 9502 -34 1845.4682404085627 1844.4389538022142 50 TCGA 1 50 100 1.0 0.0005 75 9502 -35 1844.312902004967 1840.4431974324748 50 TCGA 1 50 100 1.0 0.0005 75 9502 -36 1842.9318025360976 1843.5857473402168 50 TCGA 1 50 100 1.0 0.0005 75 9502 -37 1842.1630355506247 1839.7487173415907 50 TCGA 1 50 100 1.0 0.0005 75 9502 -38 1840.580449036714 1837.942648422778 50 TCGA 1 50 100 1.0 0.0005 75 9502 -39 1839.9913567842045 1836.4978076417242 50 TCGA 1 50 100 1.0 0.0005 75 9502 -40 1839.1602930766635 1835.982892367109 50 TCGA 1 50 100 1.0 0.0005 75 9502 -41 1838.1730770907745 1834.794629274301 50 TCGA 1 50 100 1.0 0.0005 75 9502 -42 1837.2267939144645 1834.58774463136 50 TCGA 1 50 100 1.0 0.0005 75 9502 -43 1836.3750200702723 1833.686444919912 50 TCGA 1 50 100 1.0 0.0005 75 9502 -44 1835.3156599029257 1833.4692174250158 50 TCGA 1 50 100 1.0 0.0005 75 9502 -45 1834.7724638124678 1832.3410478908213 50 TCGA 1 50 100 1.0 0.0005 75 9502 -46 1833.8960053999251 1830.5276866510285 50 TCGA 1 50 100 1.0 0.0005 75 9502 -47 1833.1704174867364 1830.6229456609217 50 TCGA 1 50 100 1.0 0.0005 75 9502 -48 1832.5072677549288 1830.3714096606077 50 TCGA 1 50 100 1.0 0.0005 75 9502 -49 1832.05404606881 1830.219665834053 50 TCGA 1 50 100 1.0 0.0005 75 9502 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index a5f560d3f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2788.494232637593 3908.0795640801666 100 TCGA 1 100 100 0.5 0.0015 75 9605 -1 2024.3739386872662 2601.786184339667 100 TCGA 1 100 100 0.5 0.0015 75 9605 -2 1971.468875653803 2083.361902284862 100 TCGA 1 100 100 0.5 0.0015 75 9605 -3 1949.5512778836444 2012.7465949130417 100 TCGA 1 100 100 0.5 0.0015 75 9605 -4 1929.243484342081 1937.0643347351995 100 TCGA 1 100 100 0.5 0.0015 75 9605 -5 1918.368722501138 1913.6283277962077 100 TCGA 1 100 100 0.5 0.0015 75 9605 -6 1908.7840436647375 1913.2908917144316 100 TCGA 1 100 100 0.5 0.0015 75 9605 -7 1901.775220334257 1893.4534752620525 100 TCGA 1 100 100 0.5 0.0015 75 9605 -8 1895.0901891276405 1890.2428512189856 100 TCGA 1 100 100 0.5 0.0015 75 9605 -9 1890.9369186161218 1903.410624901853 100 TCGA 1 100 100 0.5 0.0015 75 9605 -10 1885.8761942833978 1880.6002430364715 100 TCGA 1 100 100 0.5 0.0015 75 9605 -11 1882.001969652658 1874.562096983943 100 TCGA 1 100 100 0.5 0.0015 75 9605 -12 1878.369951979046 1873.9542917222832 100 TCGA 1 100 100 0.5 0.0015 75 9605 -13 1875.5369427495004 1871.6503329636464 100 TCGA 1 100 100 0.5 0.0015 75 9605 -14 1873.2366920332381 1883.9116769148477 100 TCGA 1 100 100 0.5 0.0015 75 9605 -15 1870.4804183358738 1867.2054799142195 100 TCGA 1 100 100 0.5 0.0015 75 9605 -16 1868.0568796697107 1869.015550162924 100 TCGA 1 100 100 0.5 0.0015 75 9605 -17 1866.3030893040736 1864.680949302175 100 TCGA 1 100 100 0.5 0.0015 75 9605 -18 1864.244340932586 1862.5246588165437 100 TCGA 1 100 100 0.5 0.0015 75 9605 -19 1862.0304029473025 1858.5912687215373 100 TCGA 1 100 100 0.5 0.0015 75 9605 -20 1859.4539967283686 1858.824562877866 100 TCGA 1 100 100 0.5 0.0015 75 9605 -21 1857.5349530538208 1862.18494449788 100 TCGA 1 100 100 0.5 0.0015 75 9605 -22 1856.7342596197782 1856.0505579656092 100 TCGA 1 100 100 0.5 0.0015 75 9605 -23 1855.2096899275084 1854.9417240008636 100 TCGA 1 100 100 0.5 0.0015 75 9605 -24 1853.3602895122485 1851.403837424427 100 TCGA 1 100 100 0.5 0.0015 75 9605 -25 1851.445588946542 1850.2832117128612 100 TCGA 1 100 100 0.5 0.0015 75 9605 -26 1851.021040798817 1849.3912605017274 100 TCGA 1 100 100 0.5 0.0015 75 9605 -27 1849.5297570605937 1848.0131400410255 100 TCGA 1 100 100 0.5 0.0015 75 9605 -28 1848.0127332866 1846.440085559634 100 TCGA 1 100 100 0.5 0.0015 75 9605 -29 1846.611740975817 1845.897897691583 100 TCGA 1 100 100 0.5 0.0015 75 9605 -30 1845.585492806531 1845.1944414455088 100 TCGA 1 100 100 0.5 0.0015 75 9605 -31 1844.664716303089 1843.4526772043812 100 TCGA 1 100 100 0.5 0.0015 75 9605 -32 1844.0024366509715 1842.044239140036 100 TCGA 1 100 100 0.5 0.0015 75 9605 -33 1842.910125156747 1841.6119219142588 100 TCGA 1 100 100 0.5 0.0015 75 9605 -34 1841.782119016906 1840.8670918066896 100 TCGA 1 100 100 0.5 0.0015 75 9605 -35 1841.2591991337272 1840.279101194449 100 TCGA 1 100 100 0.5 0.0015 75 9605 -36 1840.115367250286 1840.4968887405778 100 TCGA 1 100 100 0.5 0.0015 75 9605 -37 1839.8686078703154 1840.7342339137092 100 TCGA 1 100 100 0.5 0.0015 75 9605 -38 1838.7783774030916 1836.24869035117 100 TCGA 1 100 100 0.5 0.0015 75 9605 -39 1838.1087995295627 1839.2630504819017 100 TCGA 1 100 100 0.5 0.0015 75 9605 -40 1837.6412082778143 1836.287936263348 100 TCGA 1 100 100 0.5 0.0015 75 9605 -41 1836.4943023453413 1836.872428548995 100 TCGA 1 100 100 0.5 0.0015 75 9605 -42 1835.7827003599077 1833.2349994601916 100 TCGA 1 100 100 0.5 0.0015 75 9605 -43 1835.111353236685 1835.3668010462468 100 TCGA 1 100 100 0.5 0.0015 75 9605 -44 1834.3860039866945 1833.6830232706502 100 TCGA 1 100 100 0.5 0.0015 75 9605 -45 1833.75203621293 1832.928293812814 100 TCGA 1 100 100 0.5 0.0015 75 9605 -46 1833.0232842546818 1831.8077821971185 100 TCGA 1 100 100 0.5 0.0015 75 9605 -47 1832.8007118011349 1833.157784160058 100 TCGA 1 100 100 0.5 0.0015 75 9605 -48 1832.0786922951736 1830.8694326122802 100 TCGA 1 100 100 0.5 0.0015 75 9605 -49 1831.3811221552262 1833.7871026273947 100 TCGA 1 100 100 0.5 0.0015 75 9605 -50 1830.9542965152884 1829.405002919873 100 TCGA 1 100 100 0.5 0.0015 75 9605 -51 1830.468230530119 1829.5299041594692 100 TCGA 1 100 100 0.5 0.0015 75 9605 -52 1829.7004996775677 1828.6172500687028 100 TCGA 1 100 100 0.5 0.0015 75 9605 -53 1829.1859693181264 1829.067149099992 100 TCGA 1 100 100 0.5 0.0015 75 9605 -54 1828.6442334932706 1829.3170374577967 100 TCGA 1 100 100 0.5 0.0015 75 9605 -55 1828.3390648108746 1828.1268954636464 100 TCGA 1 100 100 0.5 0.0015 75 9605 -56 1827.9005414722408 1827.7411097234217 100 TCGA 1 100 100 0.5 0.0015 75 9605 -57 1827.3310353666268 1826.1020753179962 100 TCGA 1 100 100 0.5 0.0015 75 9605 -58 1827.0184273986442 1825.699222430512 100 TCGA 1 100 100 0.5 0.0015 75 9605 -59 1826.5274627137123 1825.4393954636464 100 TCGA 1 100 100 0.5 0.0015 75 9605 -60 1826.1157268528855 1824.8294818820666 100 TCGA 1 100 100 0.5 0.0015 75 9605 -61 1825.7616397360764 1825.0413689541458 100 TCGA 1 100 100 0.5 0.0015 75 9605 -62 1825.3462794265893 1824.9290072187107 100 TCGA 1 100 100 0.5 0.0015 75 9605 -63 1825.3383512738587 1825.1844672581658 100 TCGA 1 100 100 0.5 0.0015 75 9605 -64 1824.9577068946685 1823.6932692024577 100 TCGA 1 100 100 0.5 0.0015 75 9605 -65 1824.3798030083008 1823.8537640595555 100 TCGA 1 100 100 0.5 0.0015 75 9605 -66 1824.3111315289837 1823.786549937186 100 TCGA 1 100 100 0.5 0.0015 75 9605 -67 1823.526472103384 1823.629609841198 100 TCGA 1 100 100 0.5 0.0015 75 9605 -68 1823.7851581575615 1822.651256772142 100 TCGA 1 100 100 0.5 0.0015 75 9605 -69 1823.126074774668 1823.6688017725346 100 TCGA 1 100 100 0.5 0.0015 75 9605 -70 1822.982052489335 1822.0458242138427 100 TCGA 1 100 100 0.5 0.0015 75 9605 -71 1822.3657294280933 1821.7269372987987 100 TCGA 1 100 100 0.5 0.0015 75 9605 -72 1822.2767944131556 1821.5046914258794 100 TCGA 1 100 100 0.5 0.0015 75 9605 -73 1821.925958639597 1821.4663914052685 100 TCGA 1 100 100 0.5 0.0015 75 9605 -74 1821.7683358629415 1822.6490012317447 100 TCGA 1 100 100 0.5 0.0015 75 9605 -75 1821.532323289495 1822.8367097940877 100 TCGA 1 100 100 0.5 0.0015 75 9605 -76 1821.2252747597126 1820.34791633951 100 TCGA 1 100 100 0.5 0.0015 75 9605 -77 1820.9772530508994 1821.7896035352544 100 TCGA 1 100 100 0.5 0.0015 75 9605 -78 1820.6337322444174 1820.644709754829 100 TCGA 1 100 100 0.5 0.0015 75 9605 -79 1820.712470239315 1820.5871766056846 100 TCGA 1 100 100 0.5 0.0015 75 9605 -80 1820.6507807894602 1819.7689828537218 100 TCGA 1 100 100 0.5 0.0015 75 9605 -81 1820.4191358233952 1819.5080836310458 100 TCGA 1 100 100 0.5 0.0015 75 9605 -82 1820.0288259661854 1819.6485828802215 100 TCGA 1 100 100 0.5 0.0015 75 9605 -83 1819.7796104644901 1820.0641488693468 100 TCGA 1 100 100 0.5 0.0015 75 9605 -84 1819.6843148900111 1819.8653423366834 100 TCGA 1 100 100 0.5 0.0015 75 9605 -85 1819.3964121465451 1819.26536491049 100 TCGA 1 100 100 0.5 0.0015 75 9605 -86 1819.304983812433 1818.8194923592573 100 TCGA 1 100 100 0.5 0.0015 75 9605 -87 1819.271128342266 1818.7763125932397 100 TCGA 1 100 100 0.5 0.0015 75 9605 -88 1819.002544891463 1818.6653930050643 100 TCGA 1 100 100 0.5 0.0015 75 9605 -89 1819.0178180144878 1818.376315169598 100 TCGA 1 100 100 0.5 0.0015 75 9605 -90 1818.6737162601416 1820.6062551527168 100 TCGA 1 100 100 0.5 0.0015 75 9605 -91 1818.7005421208116 1818.01059619386 100 TCGA 1 100 100 0.5 0.0015 75 9605 -92 1818.2423633362969 1817.4949736475346 100 TCGA 1 100 100 0.5 0.0015 75 9605 -93 1818.2419067886954 1818.1805272701397 100 TCGA 1 100 100 0.5 0.0015 75 9605 -94 1818.4248948197824 1818.1690796511857 100 TCGA 1 100 100 0.5 0.0015 75 9605 -95 1817.952519349214 1816.9735769914023 100 TCGA 1 100 100 0.5 0.0015 75 9605 -96 1817.838665980635 1818.8928253327183 100 TCGA 1 100 100 0.5 0.0015 75 9605 -97 1817.947375091781 1817.6626988703283 100 TCGA 1 100 100 0.5 0.0015 75 9605 -98 1817.6297743131252 1817.148727647024 100 TCGA 1 100 100 0.5 0.0015 75 9605 -99 1817.5844564964787 1817.8609864508087 100 TCGA 1 100 100 0.5 0.0015 75 9605 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index 2bd6120be..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2785.188317717126 4024.1299134834326 100 TCGA 1 100 100 0.0 0.0015 75 3205 -1 2019.3480361136278 2600.2227445822864 100 TCGA 1 100 100 0.0 0.0015 75 3205 -2 1973.2951712886702 2028.7983962782664 100 TCGA 1 100 100 0.0 0.0015 75 3205 -3 1945.8343473022067 1958.5095497016332 100 TCGA 1 100 100 0.0 0.0015 75 3205 -4 1930.3178713253824 1963.8620151538944 100 TCGA 1 100 100 0.0 0.0015 75 3205 -5 1918.0020589946648 1910.06385074788 100 TCGA 1 100 100 0.0 0.0015 75 3205 -6 1907.701769772911 1914.325116794912 100 TCGA 1 100 100 0.0 0.0015 75 3205 -7 1900.3244666512462 1899.734814821176 100 TCGA 1 100 100 0.0 0.0015 75 3205 -8 1894.5515828618568 1893.2173176674387 100 TCGA 1 100 100 0.0 0.0015 75 3205 -9 1889.4830071693793 1885.482651906996 100 TCGA 1 100 100 0.0 0.0015 75 3205 -10 1885.3283206068095 1878.6732165466 100 TCGA 1 100 100 0.0 0.0015 75 3205 -11 1881.2410021003886 1877.442223937068 100 TCGA 1 100 100 0.0 0.0015 75 3205 -12 1879.135629586868 1873.537827688246 100 TCGA 1 100 100 0.0 0.0015 75 3205 -13 1875.0289632697393 1867.2458974560302 100 TCGA 1 100 100 0.0 0.0015 75 3205 -14 1872.767531525997 1873.7574015095006 100 TCGA 1 100 100 0.0 0.0015 75 3205 -15 1870.5707306783638 1865.390113408841 100 TCGA 1 100 100 0.0 0.0015 75 3205 -16 1867.5609129088068 1861.9374386581344 100 TCGA 1 100 100 0.0 0.0015 75 3205 -17 1865.103376863524 1868.2568371643374 100 TCGA 1 100 100 0.0 0.0015 75 3205 -18 1863.2745075057642 1861.3578236642195 100 TCGA 1 100 100 0.0 0.0015 75 3205 -19 1861.8307070752874 1860.0013642430904 100 TCGA 1 100 100 0.0 0.0015 75 3205 -20 1859.4882220474653 1854.0311935654836 100 TCGA 1 100 100 0.0 0.0015 75 3205 -21 1857.9987197809553 1854.1052712291928 100 TCGA 1 100 100 0.0 0.0015 75 3205 -22 1856.5258085853568 1850.3252848716238 100 TCGA 1 100 100 0.0 0.0015 75 3205 -23 1854.451261189756 1852.0185553009187 100 TCGA 1 100 100 0.0 0.0015 75 3205 -24 1853.125087611576 1849.3535291202104 100 TCGA 1 100 100 0.0 0.0015 75 3205 -25 1851.9478774753609 1848.329107083268 100 TCGA 1 100 100 0.0 0.0015 75 3205 -26 1850.8867970826518 1846.1504035067917 100 TCGA 1 100 100 0.0 0.0015 75 3205 -27 1849.6155022238897 1847.221989463921 100 TCGA 1 100 100 0.0 0.0015 75 3205 -28 1848.4883329721683 1847.2161619866913 100 TCGA 1 100 100 0.0 0.0015 75 3205 -29 1847.2743372831485 1843.0979684800957 100 TCGA 1 100 100 0.0 0.0015 75 3205 -30 1846.4894595916335 1843.2705206942917 100 TCGA 1 100 100 0.0 0.0015 75 3205 -31 1845.2446944991157 1840.9332821333228 100 TCGA 1 100 100 0.0 0.0015 75 3205 -32 1843.9446994233497 1843.2601520787532 100 TCGA 1 100 100 0.0 0.0015 75 3205 -33 1842.6505590626832 1839.365228854232 100 TCGA 1 100 100 0.0 0.0015 75 3205 -34 1842.1372182449868 1837.3332335505654 100 TCGA 1 100 100 0.0 0.0015 75 3205 -35 1841.3803089481205 1837.5588544529287 100 TCGA 1 100 100 0.0 0.0015 75 3205 -36 1840.5652960628147 1838.3590517283685 100 TCGA 1 100 100 0.0 0.0015 75 3205 -37 1839.665837894767 1836.333399787021 100 TCGA 1 100 100 0.0 0.0015 75 3205 -38 1838.9870251343577 1843.3118111308495 100 TCGA 1 100 100 0.0 0.0015 75 3205 -39 1838.2893084255575 1834.826344859061 100 TCGA 1 100 100 0.0 0.0015 75 3205 -40 1837.215561728909 1833.4214149360082 100 TCGA 1 100 100 0.0 0.0015 75 3205 -41 1836.8283064772288 1832.2592589411904 100 TCGA 1 100 100 0.0 0.0015 75 3205 -42 1835.867651473466 1833.9870421443154 100 TCGA 1 100 100 0.0 0.0015 75 3205 -43 1835.261703653013 1832.0586164464903 100 TCGA 1 100 100 0.0 0.0015 75 3205 -44 1834.3864572096888 1831.798961850267 100 TCGA 1 100 100 0.0 0.0015 75 3205 -45 1833.9154358352982 1830.3166191062735 100 TCGA 1 100 100 0.0 0.0015 75 3205 -46 1833.2811293331079 1829.3555110758873 100 TCGA 1 100 100 0.0 0.0015 75 3205 -47 1832.6543997879446 1829.9418049721262 100 TCGA 1 100 100 0.0 0.0015 75 3205 -48 1832.0821791541457 1829.996993635168 100 TCGA 1 100 100 0.0 0.0015 75 3205 -49 1831.5296486157208 1828.181398324631 100 TCGA 1 100 100 0.0 0.0015 75 3205 -50 1831.2668111490104 1827.6020783850895 100 TCGA 1 100 100 0.0 0.0015 75 3205 -51 1830.4546469615923 1827.250899885168 100 TCGA 1 100 100 0.0 0.0015 75 3205 -52 1829.982250058208 1826.8877946863222 100 TCGA 1 100 100 0.0 0.0015 75 3205 -53 1829.673553790401 1825.4498444370288 100 TCGA 1 100 100 0.0 0.0015 75 3205 -54 1829.0128746505347 1824.9793474206972 100 TCGA 1 100 100 0.0 0.0015 75 3205 -55 1828.585243024974 1825.3586683417086 100 TCGA 1 100 100 0.0 0.0015 75 3205 -56 1828.1820930849694 1824.9124130172347 100 TCGA 1 100 100 0.0 0.0015 75 3205 -57 1827.788210964533 1823.8098770218278 100 TCGA 1 100 100 0.0 0.0015 75 3205 -58 1827.1842250574884 1824.7658807955795 100 TCGA 1 100 100 0.0 0.0015 75 3205 -59 1826.9455168815925 1823.5337785116992 100 TCGA 1 100 100 0.0 0.0015 75 3205 -60 1826.4700595409906 1823.5284564914416 100 TCGA 1 100 100 0.0 0.0015 75 3205 -61 1826.0054971699417 1823.2442222096813 100 TCGA 1 100 100 0.0 0.0015 75 3205 -62 1825.4750014742726 1823.6752923553313 100 TCGA 1 100 100 0.0 0.0015 75 3205 -63 1825.604964908498 1822.4562626364243 100 TCGA 1 100 100 0.0 0.0015 75 3205 -64 1825.0446421038507 1822.7660826103172 100 TCGA 1 100 100 0.0 0.0015 75 3205 -65 1824.6069866512114 1821.3034244709877 100 TCGA 1 100 100 0.0 0.0015 75 3205 -66 1824.1884225376323 1821.2025201692054 100 TCGA 1 100 100 0.0 0.0015 75 3205 -67 1823.753365824193 1821.994142465256 100 TCGA 1 100 100 0.0 0.0015 75 3205 -68 1823.9681757149758 1820.271021243915 100 TCGA 1 100 100 0.0 0.0015 75 3205 -69 1823.3824134653787 1819.6307317839196 100 TCGA 1 100 100 0.0 0.0015 75 3205 -70 1823.3857683483438 1819.8662544902245 100 TCGA 1 100 100 0.0 0.0015 75 3205 -71 1822.7574979294782 1819.8777333935302 100 TCGA 1 100 100 0.0 0.0015 75 3205 -72 1822.300573039659 1820.9069247605214 100 TCGA 1 100 100 0.0 0.0015 75 3205 -73 1822.2447862800761 1819.269241102976 100 TCGA 1 100 100 0.0 0.0015 75 3205 -74 1821.934350234401 1819.1580896425487 100 TCGA 1 100 100 0.0 0.0015 75 3205 -75 1821.7292555681177 1818.3535628582365 100 TCGA 1 100 100 0.0 0.0015 75 3205 -76 1821.731962765816 1818.5555738899577 100 TCGA 1 100 100 0.0 0.0015 75 3205 -77 1821.3455601805142 1818.611834195391 100 TCGA 1 100 100 0.0 0.0015 75 3205 -78 1821.2510573068546 1818.246843961016 100 TCGA 1 100 100 0.0 0.0015 75 3205 -79 1821.001740268384 1818.3115835525282 100 TCGA 1 100 100 0.0 0.0015 75 3205 -80 1820.6024666024127 1817.6799911422347 100 TCGA 1 100 100 0.0 0.0015 75 3205 -81 1820.4931770747946 1818.8768709269002 100 TCGA 1 100 100 0.0 0.0015 75 3205 -82 1820.2177843923535 1817.9961955774968 100 TCGA 1 100 100 0.0 0.0015 75 3205 -83 1820.1079636497254 1816.5118586094536 100 TCGA 1 100 100 0.0 0.0015 75 3205 -84 1819.7986901537995 1817.1369015487594 100 TCGA 1 100 100 0.0 0.0015 75 3205 -85 1819.7540334162268 1816.848244518491 100 TCGA 1 100 100 0.0 0.0015 75 3205 -86 1819.6042217225258 1816.197782736927 100 TCGA 1 100 100 0.0 0.0015 75 3205 -87 1819.4004778823146 1816.325681753494 100 TCGA 1 100 100 0.0 0.0015 75 3205 -88 1819.1145709387251 1816.243992791104 100 TCGA 1 100 100 0.0 0.0015 75 3205 -89 1819.3081851230693 1816.3362061773712 100 TCGA 1 100 100 0.0 0.0015 75 3205 -90 1818.9446878008498 1815.8671016213882 100 TCGA 1 100 100 0.0 0.0015 75 3205 -91 1818.5900118061709 1817.6668253376256 100 TCGA 1 100 100 0.0 0.0015 75 3205 -92 1818.6812001145408 1816.7083274036197 100 TCGA 1 100 100 0.0 0.0015 75 3205 -93 1818.4001083603953 1817.689800933378 100 TCGA 1 100 100 0.0 0.0015 75 3205 -94 1818.1669036357687 1815.8707680246937 100 TCGA 1 100 100 0.0 0.0015 75 3205 -95 1818.243778801454 1816.524059506517 100 TCGA 1 100 100 0.0 0.0015 75 3205 -96 1818.1184825980247 1815.4810202133715 100 TCGA 1 100 100 0.0 0.0015 75 3205 -97 1818.046369700576 1815.6093940159783 100 TCGA 1 100 100 0.0 0.0015 75 3205 -98 1817.7819458784463 1815.1390172297033 100 TCGA 1 100 100 0.0 0.0015 75 3205 -99 1817.5833015360993 1815.0042454705167 100 TCGA 1 100 100 0.0 0.0015 75 3205 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index 0832cc6bb..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2796.5557252952253 4000.4228368404524 100 TCGA 1 100 100 1.0 0.0015 75 84 -1 2022.2449986598017 2313.203673396278 100 TCGA 1 100 100 1.0 0.0015 75 84 -2 1973.877059212672 2080.691167016724 100 TCGA 1 100 100 1.0 0.0015 75 84 -3 1947.2323408445113 2009.960336963136 100 TCGA 1 100 100 1.0 0.0015 75 84 -4 1928.342159229938 1951.069091796875 100 TCGA 1 100 100 1.0 0.0015 75 84 -5 1917.5468621103341 1911.1371334210114 100 TCGA 1 100 100 1.0 0.0015 75 84 -6 1906.3401745211693 1925.0674140968515 100 TCGA 1 100 100 1.0 0.0015 75 84 -7 1900.9952512345737 1901.6141891096106 100 TCGA 1 100 100 1.0 0.0015 75 84 -8 1896.0634780749238 1892.115638617894 100 TCGA 1 100 100 1.0 0.0015 75 84 -9 1889.4023844083115 1890.3002941955874 100 TCGA 1 100 100 1.0 0.0015 75 84 -10 1884.8795903015648 1888.4425919882617 100 TCGA 1 100 100 1.0 0.0015 75 84 -11 1881.6182848656467 1879.3019749627042 100 TCGA 1 100 100 1.0 0.0015 75 84 -12 1877.167230155801 1876.2413593848146 100 TCGA 1 100 100 1.0 0.0015 75 84 -13 1875.663211645805 1874.5071947874137 100 TCGA 1 100 100 1.0 0.0015 75 84 -14 1872.6902589062413 1869.7996826171875 100 TCGA 1 100 100 1.0 0.0015 75 84 -15 1869.6776634545874 1864.6618983589824 100 TCGA 1 100 100 1.0 0.0015 75 84 -16 1867.3868409020652 1867.5769877218122 100 TCGA 1 100 100 1.0 0.0015 75 84 -17 1865.6298157072104 1864.3263221625707 100 TCGA 1 100 100 1.0 0.0015 75 84 -18 1862.7088908636088 1861.2500754504947 100 TCGA 1 100 100 1.0 0.0015 75 84 -19 1860.737084268765 1862.7832644668656 100 TCGA 1 100 100 1.0 0.0015 75 84 -20 1859.328312281666 1856.3313945214354 100 TCGA 1 100 100 1.0 0.0015 75 84 -21 1857.9176092427788 1856.3913187764997 100 TCGA 1 100 100 1.0 0.0015 75 84 -22 1855.870406959722 1855.462669794284 100 TCGA 1 100 100 1.0 0.0015 75 84 -23 1854.1334216525238 1855.2093340236338 100 TCGA 1 100 100 1.0 0.0015 75 84 -24 1853.6085316670474 1859.8447645944566 100 TCGA 1 100 100 1.0 0.0015 75 84 -25 1851.7942677994022 1850.5406604555983 100 TCGA 1 100 100 1.0 0.0015 75 84 -26 1850.6998890943726 1848.0164567956972 100 TCGA 1 100 100 1.0 0.0015 75 84 -27 1849.5504084988515 1847.5229504455874 100 TCGA 1 100 100 1.0 0.0015 75 84 -28 1847.9943388887702 1847.16515315837 100 TCGA 1 100 100 1.0 0.0015 75 84 -29 1847.0375262044452 1848.2881386915044 100 TCGA 1 100 100 1.0 0.0015 75 84 -30 1845.6837677877388 1843.2255221419598 100 TCGA 1 100 100 1.0 0.0015 75 84 -31 1844.766809309576 1843.9793805453046 100 TCGA 1 100 100 1.0 0.0015 75 84 -32 1843.9786480506466 1842.6793145414572 100 TCGA 1 100 100 1.0 0.0015 75 84 -33 1843.0631250261608 1841.8333758636934 100 TCGA 1 100 100 1.0 0.0015 75 84 -34 1841.8445308739379 1841.0846824454302 100 TCGA 1 100 100 1.0 0.0015 75 84 -35 1841.1649134495733 1839.955213690523 100 TCGA 1 100 100 1.0 0.0015 75 84 -36 1840.5246144654643 1840.4811054785646 100 TCGA 1 100 100 1.0 0.0015 75 84 -37 1839.7131625615216 1838.8379286569566 100 TCGA 1 100 100 1.0 0.0015 75 84 -38 1838.3547312322107 1837.4689383195273 100 TCGA 1 100 100 1.0 0.0015 75 84 -39 1838.0468394239774 1837.0421516763506 100 TCGA 1 100 100 1.0 0.0015 75 84 -40 1836.8773634006088 1838.2921940022377 100 TCGA 1 100 100 1.0 0.0015 75 84 -41 1836.6588551976583 1836.738846208582 100 TCGA 1 100 100 1.0 0.0015 75 84 -42 1835.7475235218687 1837.1701562009266 100 TCGA 1 100 100 1.0 0.0015 75 84 -43 1834.9151167683815 1833.7687350325848 100 TCGA 1 100 100 1.0 0.0015 75 84 -44 1834.4282427537732 1833.6651580657192 100 TCGA 1 100 100 1.0 0.0015 75 84 -45 1833.9120169808948 1835.0804056905622 100 TCGA 1 100 100 1.0 0.0015 75 84 -46 1833.1398277755347 1832.4624299475895 100 TCGA 1 100 100 1.0 0.0015 75 84 -47 1832.7043532516184 1832.8901496005417 100 TCGA 1 100 100 1.0 0.0015 75 84 -48 1831.9186024419403 1832.0505027579302 100 TCGA 1 100 100 1.0 0.0015 75 84 -49 1831.4275220225254 1830.5345587802292 100 TCGA 1 100 100 1.0 0.0015 75 84 -50 1830.941363002855 1830.5069291771356 100 TCGA 1 100 100 1.0 0.0015 75 84 -51 1830.0755723147856 1829.3870641047033 100 TCGA 1 100 100 1.0 0.0015 75 84 -52 1829.9103682618386 1829.0921594054255 100 TCGA 1 100 100 1.0 0.0015 75 84 -53 1829.2139529323908 1828.651133474992 100 TCGA 1 100 100 1.0 0.0015 75 84 -54 1828.9982126965988 1829.3470103201555 100 TCGA 1 100 100 1.0 0.0015 75 84 -55 1828.320392454079 1827.757916167753 100 TCGA 1 100 100 1.0 0.0015 75 84 -56 1828.0911170200707 1828.243656024262 100 TCGA 1 100 100 1.0 0.0015 75 84 -57 1827.4490518111152 1827.7627247565954 100 TCGA 1 100 100 1.0 0.0015 75 84 -58 1827.1112081666306 1826.754603093593 100 TCGA 1 100 100 1.0 0.0015 75 84 -59 1826.7420969862053 1827.065151808849 100 TCGA 1 100 100 1.0 0.0015 75 84 -60 1826.3732094401187 1826.290003484218 100 TCGA 1 100 100 1.0 0.0015 75 84 -61 1826.0266739778958 1826.7713727328046 100 TCGA 1 100 100 1.0 0.0015 75 84 -62 1825.562479970604 1825.0729005133087 100 TCGA 1 100 100 1.0 0.0015 75 84 -63 1825.2874980134109 1824.884261394865 100 TCGA 1 100 100 1.0 0.0015 75 84 -64 1824.7334675593545 1825.16481087076 100 TCGA 1 100 100 1.0 0.0015 75 84 -65 1824.4533083847903 1826.1846991304178 100 TCGA 1 100 100 1.0 0.0015 75 84 -66 1824.2966595136743 1824.323459951123 100 TCGA 1 100 100 1.0 0.0015 75 84 -67 1823.9060943021027 1823.731659395611 100 TCGA 1 100 100 1.0 0.0015 75 84 -68 1823.309471691569 1823.6809664778973 100 TCGA 1 100 100 1.0 0.0015 75 84 -69 1823.1939488115129 1823.08946956462 100 TCGA 1 100 100 1.0 0.0015 75 84 -70 1823.0407321204802 1822.6940341355214 100 TCGA 1 100 100 1.0 0.0015 75 84 -71 1822.7027959592615 1823.7896838930983 100 TCGA 1 100 100 1.0 0.0015 75 84 -72 1822.7533171268722 1821.6251269776617 100 TCGA 1 100 100 1.0 0.0015 75 84 -73 1822.0337174989666 1822.5833948796717 100 TCGA 1 100 100 1.0 0.0015 75 84 -74 1822.013791138472 1825.2796311881673 100 TCGA 1 100 100 1.0 0.0015 75 84 -75 1821.693231336745 1822.9925481901696 100 TCGA 1 100 100 1.0 0.0015 75 84 -76 1821.3338323287205 1822.0567976601758 100 TCGA 1 100 100 1.0 0.0015 75 84 -77 1821.011410528933 1821.9092962370446 100 TCGA 1 100 100 1.0 0.0015 75 84 -78 1820.822798611317 1821.620557008676 100 TCGA 1 100 100 1.0 0.0015 75 84 -79 1820.6099861690889 1820.5282086703046 100 TCGA 1 100 100 1.0 0.0015 75 84 -80 1820.6104787151014 1821.5441048013506 100 TCGA 1 100 100 1.0 0.0015 75 84 -81 1820.4213756548932 1820.3103567152168 100 TCGA 1 100 100 1.0 0.0015 75 84 -82 1820.0927823212864 1820.22006885011 100 TCGA 1 100 100 1.0 0.0015 75 84 -83 1819.969406064912 1820.4723047611103 100 TCGA 1 100 100 1.0 0.0015 75 84 -84 1819.7422818834195 1819.5581760118955 100 TCGA 1 100 100 1.0 0.0015 75 84 -85 1819.586908734953 1820.935331565052 100 TCGA 1 100 100 1.0 0.0015 75 84 -86 1819.4102824079444 1819.3337052695117 100 TCGA 1 100 100 1.0 0.0015 75 84 -87 1819.1298889303223 1819.0614584151224 100 TCGA 1 100 100 1.0 0.0015 75 84 -88 1818.971552453146 1819.3848355547268 100 TCGA 1 100 100 1.0 0.0015 75 84 -89 1819.1910251873335 1820.3878854722832 100 TCGA 1 100 100 1.0 0.0015 75 84 -90 1818.7889976837844 1818.9388967542793 100 TCGA 1 100 100 1.0 0.0015 75 84 -91 1818.4983352301763 1818.3115344790358 100 TCGA 1 100 100 1.0 0.0015 75 84 -92 1818.6248719072432 1818.625523859532 100 TCGA 1 100 100 1.0 0.0015 75 84 -93 1818.2176478654496 1818.0462149615264 100 TCGA 1 100 100 1.0 0.0015 75 84 -94 1818.1463060724986 1818.3233286795305 100 TCGA 1 100 100 1.0 0.0015 75 84 -95 1818.009947947006 1817.781907584799 100 TCGA 1 100 100 1.0 0.0015 75 84 -96 1817.8927893738141 1817.741916982373 100 TCGA 1 100 100 1.0 0.0015 75 84 -97 1817.7030929665918 1818.446643618483 100 TCGA 1 100 100 1.0 0.0015 75 84 -98 1817.7480585247508 1818.73057364459 100 TCGA 1 100 100 1.0 0.0015 75 84 -99 1817.6305050318203 1817.2456508617306 100 TCGA 1 100 100 1.0 0.0015 75 84 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 44f612d3d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2794.9558974226775 3764.220073757459 100 TCGA 1 50 100 0.5 0.0015 75 2473 -1 2025.8018787655265 2254.535518167007 100 TCGA 1 50 100 0.5 0.0015 75 2473 -2 1972.3092859632031 2309.802860739243 100 TCGA 1 50 100 0.5 0.0015 75 2473 -3 1948.6961197527887 1971.7209337704146 100 TCGA 1 50 100 0.5 0.0015 75 2473 -4 1929.9674725741704 1933.083093077693 100 TCGA 1 50 100 0.5 0.0015 75 2473 -5 1917.9041902559359 1914.021404017156 100 TCGA 1 50 100 0.5 0.0015 75 2473 -6 1908.9998782158218 1904.4234527127826 100 TCGA 1 50 100 0.5 0.0015 75 2473 -7 1900.4647305089723 1894.8173030680748 100 TCGA 1 50 100 0.5 0.0015 75 2473 -8 1894.1033510841926 1913.2802740509187 100 TCGA 1 50 100 0.5 0.0015 75 2473 -9 1889.862887461173 1893.0203164258794 100 TCGA 1 50 100 0.5 0.0015 75 2473 -10 1885.4575303907252 1883.4819016959798 100 TCGA 1 50 100 0.5 0.0015 75 2473 -11 1881.5043460519362 1881.907310600856 100 TCGA 1 50 100 0.5 0.0015 75 2473 -12 1877.9584134963357 1875.2389645983826 100 TCGA 1 50 100 0.5 0.0015 75 2473 -13 1875.0137462290234 1873.74605265095 100 TCGA 1 50 100 0.5 0.0015 75 2473 -14 1872.5534709117578 1872.765628680512 100 TCGA 1 50 100 0.5 0.0015 75 2473 -15 1869.0771490370194 1868.1454280680748 100 TCGA 1 50 100 0.5 0.0015 75 2473 -16 1867.903342794475 1868.4655878268295 100 TCGA 1 50 100 0.5 0.0015 75 2473 -17 1865.121492062473 1862.6775074100974 100 TCGA 1 50 100 0.5 0.0015 75 2473 -18 1863.148437813385 1862.083688707208 100 TCGA 1 50 100 0.5 0.0015 75 2473 -19 1861.0346534167807 1863.0625545942603 100 TCGA 1 50 100 0.5 0.0015 75 2473 -20 1859.606769720589 1863.4100219113143 100 TCGA 1 50 100 0.5 0.0015 75 2473 -21 1857.637798143692 1856.556376854978 100 TCGA 1 50 100 0.5 0.0015 75 2473 -22 1856.0107638110726 1856.1631239694566 100 TCGA 1 50 100 0.5 0.0015 75 2473 -23 1854.4085351769606 1855.6864817250314 100 TCGA 1 50 100 0.5 0.0015 75 2473 -24 1852.6595563491496 1855.201006251963 100 TCGA 1 50 100 0.5 0.0015 75 2473 -25 1851.457036577547 1852.21692017215 100 TCGA 1 50 100 0.5 0.0015 75 2473 -26 1850.4233279351158 1857.264611018962 100 TCGA 1 50 100 0.5 0.0015 75 2473 -27 1849.0426846595865 1849.217620082836 100 TCGA 1 50 100 0.5 0.0015 75 2473 -28 1848.1540203194545 1847.8890767313128 100 TCGA 1 50 100 0.5 0.0015 75 2473 -29 1846.8789467856825 1848.604199586801 100 TCGA 1 50 100 0.5 0.0015 75 2473 -30 1845.9831368290616 1846.7533210486024 100 TCGA 1 50 100 0.5 0.0015 75 2473 -31 1844.676056579256 1844.5487109620367 100 TCGA 1 50 100 0.5 0.0015 75 2473 -32 1843.805055305114 1843.952038022142 100 TCGA 1 50 100 0.5 0.0015 75 2473 -33 1842.9196078222449 1844.77089119916 100 TCGA 1 50 100 0.5 0.0015 75 2473 -34 1841.9006921559762 1841.6516873920384 100 TCGA 1 50 100 0.5 0.0015 75 2473 -35 1841.1199782897697 1843.0561161520493 100 TCGA 1 50 100 0.5 0.0015 75 2473 -36 1840.0046827774227 1840.0611621339117 100 TCGA 1 50 100 0.5 0.0015 75 2473 -37 1839.5843479289767 1839.509995656996 100 TCGA 1 50 100 0.5 0.0015 75 2473 -38 1838.7418136179401 1839.0416474462154 100 TCGA 1 50 100 0.5 0.0015 75 2473 -39 1837.61027731748 1840.028062063246 100 TCGA 1 50 100 0.5 0.0015 75 2473 -40 1836.8213023200526 1837.0835181768216 100 TCGA 1 50 100 0.5 0.0015 75 2473 -41 1836.5144815803678 1836.298170540201 100 TCGA 1 50 100 0.5 0.0015 75 2473 -42 1835.6590295215312 1836.1912344927764 100 TCGA 1 50 100 0.5 0.0015 75 2473 -43 1835.0065317359376 1835.9493322324513 100 TCGA 1 50 100 0.5 0.0015 75 2473 -44 1834.3943265005205 1835.6677135678392 100 TCGA 1 50 100 0.5 0.0015 75 2473 -45 1833.5573180137249 1835.1798862476444 100 TCGA 1 50 100 0.5 0.0015 75 2473 -46 1832.8353286608613 1833.2763003248665 100 TCGA 1 50 100 0.5 0.0015 75 2473 -47 1832.53311585406 1835.7047125274812 100 TCGA 1 50 100 0.5 0.0015 75 2473 -48 1831.7970496917599 1832.4377361661825 100 TCGA 1 50 100 0.5 0.0015 75 2473 -49 1831.577001269128 1835.379371221341 100 TCGA 1 50 100 0.5 0.0015 75 2473 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index 9a8aa6c2b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2789.139477519987 3910.2292811714824 100 TCGA 1 50 100 0.0 0.0015 75 5989 -1 2021.6326701277826 2343.46728515625 100 TCGA 1 50 100 0.0 0.0015 75 5989 -2 1970.1733177841634 2021.0429540279522 100 TCGA 1 50 100 0.0 0.0015 75 5989 -3 1945.1334824356095 1995.9192520218278 100 TCGA 1 50 100 0.0 0.0015 75 5989 -4 1929.910143632843 1933.346660058103 100 TCGA 1 50 100 0.0 0.0015 75 5989 -5 1918.4590259189652 1930.5300771435302 100 TCGA 1 50 100 0.0 0.0015 75 5989 -6 1907.9154977220446 1938.5283289003612 100 TCGA 1 50 100 0.0 0.0015 75 5989 -7 1900.7096428107386 1910.3858213185065 100 TCGA 1 50 100 0.0 0.0015 75 5989 -8 1893.8807393893796 1892.9667815395337 100 TCGA 1 50 100 0.0 0.0015 75 5989 -9 1890.9289931067267 1891.8511337203597 100 TCGA 1 50 100 0.0 0.0015 75 5989 -10 1885.1450672202882 1886.9830125971655 100 TCGA 1 50 100 0.0 0.0015 75 5989 -11 1882.2456388510768 1886.8303498694645 100 TCGA 1 50 100 0.0 0.0015 75 5989 -12 1879.4683954251877 1878.2901237142744 100 TCGA 1 50 100 0.0 0.0015 75 5989 -13 1876.2980188147699 1876.4167271906408 100 TCGA 1 50 100 0.0 0.0015 75 5989 -14 1873.0771327001173 1873.751040971459 100 TCGA 1 50 100 0.0 0.0015 75 5989 -15 1869.700630359158 1872.2971718946294 100 TCGA 1 50 100 0.0 0.0015 75 5989 -16 1867.9114110167238 1869.3527709347518 100 TCGA 1 50 100 0.0 0.0015 75 5989 -17 1864.8193594141324 1865.7335530190012 100 TCGA 1 50 100 0.0 0.0015 75 5989 -18 1862.944386869393 1866.4071590864478 100 TCGA 1 50 100 0.0 0.0015 75 5989 -19 1860.6921381268573 1861.6626197393216 100 TCGA 1 50 100 0.0 0.0015 75 5989 -20 1859.751826789925 1858.9486758744897 100 TCGA 1 50 100 0.0 0.0015 75 5989 -21 1857.7389013573772 1858.545522411864 100 TCGA 1 50 100 0.0 0.0015 75 5989 -22 1855.2871869991288 1854.4182257724167 100 TCGA 1 50 100 0.0 0.0015 75 5989 -23 1854.7354662750752 1855.007662825848 100 TCGA 1 50 100 0.0 0.0015 75 5989 -24 1853.0437545018451 1852.518401332836 100 TCGA 1 50 100 0.0 0.0015 75 5989 -25 1852.0043960572991 1852.6677755231235 100 TCGA 1 50 100 0.0 0.0015 75 5989 -26 1850.705083888561 1851.72982527383 100 TCGA 1 50 100 0.0 0.0015 75 5989 -27 1849.2769246178555 1850.2775228682474 100 TCGA 1 50 100 0.0 0.0015 75 5989 -28 1847.9245681634957 1849.012502699042 100 TCGA 1 50 100 0.0 0.0015 75 5989 -29 1846.7792554400385 1847.2617230439305 100 TCGA 1 50 100 0.0 0.0015 75 5989 -30 1846.0877260433163 1850.5827237996623 100 TCGA 1 50 100 0.0 0.0015 75 5989 -31 1844.6078817472087 1845.8857587498037 100 TCGA 1 50 100 0.0 0.0015 75 5989 -32 1843.3410903823365 1844.676504470595 100 TCGA 1 50 100 0.0 0.0015 75 5989 -33 1842.7144974049534 1841.9554394285883 100 TCGA 1 50 100 0.0 0.0015 75 5989 -34 1842.146235056708 1843.9565595310537 100 TCGA 1 50 100 0.0 0.0015 75 5989 -35 1841.201536832397 1843.4071971184046 100 TCGA 1 50 100 0.0 0.0015 75 5989 -36 1840.059490453799 1840.6685876894237 100 TCGA 1 50 100 0.0 0.0015 75 5989 -37 1839.2890977217612 1841.0405868453597 100 TCGA 1 50 100 0.0 0.0015 75 5989 -38 1838.4592371541537 1841.9031559163002 100 TCGA 1 50 100 0.0 0.0015 75 5989 -39 1837.919602985214 1838.4029215903738 100 TCGA 1 50 100 0.0 0.0015 75 5989 -40 1836.7535924288775 1837.6139830009422 100 TCGA 1 50 100 0.0 0.0015 75 5989 -41 1836.3442443445706 1837.2574456756438 100 TCGA 1 50 100 0.0 0.0015 75 5989 -42 1835.8653865575338 1840.4546260354507 100 TCGA 1 50 100 0.0 0.0015 75 5989 -43 1834.7323288268735 1836.1857922424624 100 TCGA 1 50 100 0.0 0.0015 75 5989 -44 1834.3076499430565 1835.824418111063 100 TCGA 1 50 100 0.0 0.0015 75 5989 -45 1833.5707939549047 1834.500568639094 100 TCGA 1 50 100 0.0 0.0015 75 5989 -46 1832.9726143926498 1835.0055035921796 100 TCGA 1 50 100 0.0 0.0015 75 5989 -47 1832.3748462232898 1834.459407020454 100 TCGA 1 50 100 0.0 0.0015 75 5989 -48 1831.7700803688374 1833.2838380133087 100 TCGA 1 50 100 0.0 0.0015 75 5989 -49 1831.141048424158 1832.7541694066033 100 TCGA 1 50 100 0.0 0.0015 75 5989 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index 701170857..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2794.6907886088275 3777.1440049367934 100 TCGA 1 50 100 1.0 0.0015 75 3313 -1 2023.9588971449364 2783.749401303392 100 TCGA 1 50 100 1.0 0.0015 75 3313 -2 1970.2945889510113 2054.289980174309 100 TCGA 1 50 100 1.0 0.0015 75 3313 -3 1944.7615376406582 1956.2348663483433 100 TCGA 1 50 100 1.0 0.0015 75 3313 -4 1929.306493674635 1989.6699654277245 100 TCGA 1 50 100 1.0 0.0015 75 3313 -5 1916.7186053932105 1908.950565817368 100 TCGA 1 50 100 1.0 0.0015 75 3313 -6 1909.0401743494888 1913.389719594064 100 TCGA 1 50 100 1.0 0.0015 75 3313 -7 1900.4901011182017 1904.2026808848932 100 TCGA 1 50 100 1.0 0.0015 75 3313 -8 1894.5766078345623 1894.2522322304883 100 TCGA 1 50 100 1.0 0.0015 75 3313 -9 1889.1303381201865 1887.8654042919677 100 TCGA 1 50 100 1.0 0.0015 75 3313 -10 1885.2313105841542 1886.01746402913 100 TCGA 1 50 100 1.0 0.0015 75 3313 -11 1882.6987072918773 1883.6457384579146 100 TCGA 1 50 100 1.0 0.0015 75 3313 -12 1878.3661738218027 1875.5556223500314 100 TCGA 1 50 100 1.0 0.0015 75 3313 -13 1875.7435439670041 1872.6555678784548 100 TCGA 1 50 100 1.0 0.0015 75 3313 -14 1872.7292897407199 1874.4247611347755 100 TCGA 1 50 100 1.0 0.0015 75 3313 -15 1870.473992714859 1867.1502090530778 100 TCGA 1 50 100 1.0 0.0015 75 3313 -16 1867.8045249348813 1866.485057734964 100 TCGA 1 50 100 1.0 0.0015 75 3313 -17 1865.2907395599702 1862.839528452811 100 TCGA 1 50 100 1.0 0.0015 75 3313 -18 1862.9906651705207 1862.0938432396356 100 TCGA 1 50 100 1.0 0.0015 75 3313 -19 1861.5296130260729 1860.8417373733903 100 TCGA 1 50 100 1.0 0.0015 75 3313 -20 1859.6611274032005 1857.9902944900282 100 TCGA 1 50 100 1.0 0.0015 75 3313 -21 1857.6895862046676 1858.536116863615 100 TCGA 1 50 100 1.0 0.0015 75 3313 -22 1855.733703497465 1853.7858040201006 100 TCGA 1 50 100 1.0 0.0015 75 3313 -23 1854.9490111391783 1855.0777440670147 100 TCGA 1 50 100 1.0 0.0015 75 3313 -24 1852.9569213744558 1852.965593961016 100 TCGA 1 50 100 1.0 0.0015 75 3313 -25 1851.9010242896895 1853.039677145493 100 TCGA 1 50 100 1.0 0.0015 75 3313 -26 1850.089311540333 1850.4113837007303 100 TCGA 1 50 100 1.0 0.0015 75 3313 -27 1849.043370318953 1848.3894110444803 100 TCGA 1 50 100 1.0 0.0015 75 3313 -28 1847.9905341482945 1849.0049766655543 100 TCGA 1 50 100 1.0 0.0015 75 3313 -29 1847.2172010327865 1845.9335612388113 100 TCGA 1 50 100 1.0 0.0015 75 3313 -30 1845.8244568545554 1845.278366318899 100 TCGA 1 50 100 1.0 0.0015 75 3313 -31 1845.009943668618 1843.8171239498272 100 TCGA 1 50 100 1.0 0.0015 75 3313 -32 1843.5018418460356 1844.265953178981 100 TCGA 1 50 100 1.0 0.0015 75 3313 -33 1842.9717262047504 1843.1188799220713 100 TCGA 1 50 100 1.0 0.0015 75 3313 -34 1842.4363947452239 1842.6547876099246 100 TCGA 1 50 100 1.0 0.0015 75 3313 -35 1840.798885474475 1845.664112186911 100 TCGA 1 50 100 1.0 0.0015 75 3313 -36 1840.3234881811848 1842.0192864959563 100 TCGA 1 50 100 1.0 0.0015 75 3313 -37 1839.3685182694253 1838.6779515252042 100 TCGA 1 50 100 1.0 0.0015 75 3313 -38 1838.443217506924 1839.2238248125393 100 TCGA 1 50 100 1.0 0.0015 75 3313 -39 1837.7506213609176 1838.5828201063914 100 TCGA 1 50 100 1.0 0.0015 75 3313 -40 1837.3282104178802 1837.2901249411118 100 TCGA 1 50 100 1.0 0.0015 75 3313 -41 1836.6487590194959 1839.7445712448964 100 TCGA 1 50 100 1.0 0.0015 75 3313 -42 1835.7849627142573 1836.1382130378454 100 TCGA 1 50 100 1.0 0.0015 75 3313 -43 1835.1705876548504 1835.228651190523 100 TCGA 1 50 100 1.0 0.0015 75 3313 -44 1834.407735241033 1835.4651670216315 100 TCGA 1 50 100 1.0 0.0015 75 3313 -45 1833.552015837448 1839.768374955834 100 TCGA 1 50 100 1.0 0.0015 75 3313 -46 1832.8422816681375 1843.520422547307 100 TCGA 1 50 100 1.0 0.0015 75 3313 -47 1832.1829172196778 1837.7780589961526 100 TCGA 1 50 100 1.0 0.0015 75 3313 -48 1832.339917409126 1832.9489187882773 100 TCGA 1 50 100 1.0 0.0015 75 3313 -49 1831.5510150897928 1832.4804061812972 100 TCGA 1 50 100 1.0 0.0015 75 3313 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index e9cfb5063..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3111.572121685857 4530.904728721734 150 TCGA 1 100 100 0.5 0.0015 75 2030 -1 2072.510370349256 3368.6938231195036 150 TCGA 1 100 100 0.5 0.0015 75 2030 -2 1997.036326048483 2728.365081020336 150 TCGA 1 100 100 0.5 0.0015 75 2030 -3 1970.3152732402036 2119.851141694802 150 TCGA 1 100 100 0.5 0.0015 75 2030 -4 1951.6168499706127 2141.418221478486 150 TCGA 1 100 100 0.5 0.0015 75 2030 -5 1938.1756219141105 2023.171686067054 150 TCGA 1 100 100 0.5 0.0015 75 2030 -6 1927.7093009484613 1956.6888415466 150 TCGA 1 100 100 0.5 0.0015 75 2030 -7 1920.386498699152 1923.7278647878063 150 TCGA 1 100 100 0.5 0.0015 75 2030 -8 1913.0261770717427 1905.1026770816975 150 TCGA 1 100 100 0.5 0.0015 75 2030 -9 1907.6621544070777 1923.4555676330874 150 TCGA 1 100 100 0.5 0.0015 75 2030 -10 1903.211737476804 1899.06918994386 150 TCGA 1 100 100 0.5 0.0015 75 2030 -11 1898.062937403859 1894.777885398673 150 TCGA 1 100 100 0.5 0.0015 75 2030 -12 1894.1755478189705 1888.6609303843436 150 TCGA 1 100 100 0.5 0.0015 75 2030 -13 1890.1271432680082 1887.085778624568 150 TCGA 1 100 100 0.5 0.0015 75 2030 -14 1886.5758833290677 1891.59311572511 150 TCGA 1 100 100 0.5 0.0015 75 2030 -15 1884.8397704723864 1877.9797602514525 150 TCGA 1 100 100 0.5 0.0015 75 2030 -16 1881.3687202938168 1878.7706476719536 150 TCGA 1 100 100 0.5 0.0015 75 2030 -17 1879.1345902110918 1876.493181851641 150 TCGA 1 100 100 0.5 0.0015 75 2030 -18 1877.3496188583058 1874.1169550143295 150 TCGA 1 100 100 0.5 0.0015 75 2030 -19 1874.4193407091288 1869.3920788022142 150 TCGA 1 100 100 0.5 0.0015 75 2030 -20 1873.1574672150125 1870.1217985680355 150 TCGA 1 100 100 0.5 0.0015 75 2030 -21 1871.3857052489336 1868.0175719908134 150 TCGA 1 100 100 0.5 0.0015 75 2030 -22 1869.0128178869538 1866.895163684634 150 TCGA 1 100 100 0.5 0.0015 75 2030 -23 1867.4524204966506 1863.5165009618404 150 TCGA 1 100 100 0.5 0.0015 75 2030 -24 1865.1707381205788 1873.752053112241 150 TCGA 1 100 100 0.5 0.0015 75 2030 -25 1864.2889028643508 1859.8459215020414 150 TCGA 1 100 100 0.5 0.0015 75 2030 -26 1862.7862528662474 1863.4353235906092 150 TCGA 1 100 100 0.5 0.0015 75 2030 -27 1861.2930781077775 1866.825982942054 150 TCGA 1 100 100 0.5 0.0015 75 2030 -28 1860.6044935091677 1856.6312807936165 150 TCGA 1 100 100 0.5 0.0015 75 2030 -29 1859.6272052092563 1857.6115845339982 150 TCGA 1 100 100 0.5 0.0015 75 2030 -30 1858.1450025948286 1854.451719044441 150 TCGA 1 100 100 0.5 0.0015 75 2030 -31 1856.4855573747636 1856.0443544627435 150 TCGA 1 100 100 0.5 0.0015 75 2030 -32 1854.9589471911756 1853.5967968504633 150 TCGA 1 100 100 0.5 0.0015 75 2030 -33 1854.3880166276144 1852.4972150793028 150 TCGA 1 100 100 0.5 0.0015 75 2030 -34 1853.866986075128 1851.5498838185065 150 TCGA 1 100 100 0.5 0.0015 75 2030 -35 1852.4779809900049 1849.4034963636543 150 TCGA 1 100 100 0.5 0.0015 75 2030 -36 1851.5392098318773 1847.9729635727465 150 TCGA 1 100 100 0.5 0.0015 75 2030 -37 1850.1284718028614 1859.2285831010522 150 TCGA 1 100 100 0.5 0.0015 75 2030 -38 1850.0840752294307 1846.2732013338175 150 TCGA 1 100 100 0.5 0.0015 75 2030 -39 1849.042169577097 1846.209787953439 150 TCGA 1 100 100 0.5 0.0015 75 2030 -40 1847.847115578935 1843.7032759009894 150 TCGA 1 100 100 0.5 0.0015 75 2030 -41 1847.0963639724414 1846.2510563069252 150 TCGA 1 100 100 0.5 0.0015 75 2030 -42 1845.8855629857196 1843.3470685949278 150 TCGA 1 100 100 0.5 0.0015 75 2030 -43 1844.9719876224328 1843.3057315385522 150 TCGA 1 100 100 0.5 0.0015 75 2030 -44 1844.2182162915346 1843.602973976327 150 TCGA 1 100 100 0.5 0.0015 75 2030 -45 1843.968986047114 1852.2436400753768 150 TCGA 1 100 100 0.5 0.0015 75 2030 -46 1843.2840093695063 1840.106281529719 150 TCGA 1 100 100 0.5 0.0015 75 2030 -47 1842.5095347419276 1845.5017948629868 150 TCGA 1 100 100 0.5 0.0015 75 2030 -48 1842.1064302563893 1838.6091087763034 150 TCGA 1 100 100 0.5 0.0015 75 2030 -49 1841.359200335491 1837.6497594172033 150 TCGA 1 100 100 0.5 0.0015 75 2030 -50 1840.2569895370796 1839.3389782162767 150 TCGA 1 100 100 0.5 0.0015 75 2030 -51 1840.388618926542 1837.61620173622 150 TCGA 1 100 100 0.5 0.0015 75 2030 -52 1839.4284398730065 1836.2667825210035 150 TCGA 1 100 100 0.5 0.0015 75 2030 -53 1838.8039657468441 1836.0433460024733 150 TCGA 1 100 100 0.5 0.0015 75 2030 -54 1837.9749839519573 1835.6835409959956 150 TCGA 1 100 100 0.5 0.0015 75 2030 -55 1837.7392435330394 1834.9980339932083 150 TCGA 1 100 100 0.5 0.0015 75 2030 -56 1837.112601940088 1835.0405187558888 150 TCGA 1 100 100 0.5 0.0015 75 2030 -57 1836.7042213982404 1835.110593862869 150 TCGA 1 100 100 0.5 0.0015 75 2030 -58 1835.9026327319464 1833.7585578036667 150 TCGA 1 100 100 0.5 0.0015 75 2030 -59 1835.4895567137664 1832.8438321980998 150 TCGA 1 100 100 0.5 0.0015 75 2030 -60 1835.0929568631666 1831.6643274968592 150 TCGA 1 100 100 0.5 0.0015 75 2030 -61 1834.7868013310638 1832.551948585702 150 TCGA 1 100 100 0.5 0.0015 75 2030 -62 1834.3040811543167 1832.598985528227 150 TCGA 1 100 100 0.5 0.0015 75 2030 -63 1833.3749643558504 1831.401062318428 150 TCGA 1 100 100 0.5 0.0015 75 2030 -64 1833.3014993106617 1831.091601194449 150 TCGA 1 100 100 0.5 0.0015 75 2030 -65 1832.755705857173 1830.1804996663002 150 TCGA 1 100 100 0.5 0.0015 75 2030 -66 1832.3828762125552 1829.9787487240892 150 TCGA 1 100 100 0.5 0.0015 75 2030 -67 1831.7415883349233 1831.1826478584328 150 TCGA 1 100 100 0.5 0.0015 75 2030 -68 1831.4345254030513 1828.4143176821608 150 TCGA 1 100 100 0.5 0.0015 75 2030 -69 1830.848485494248 1828.3901213832837 150 TCGA 1 100 100 0.5 0.0015 75 2030 -70 1830.7657172169745 1828.6707223863457 150 TCGA 1 100 100 0.5 0.0015 75 2030 -71 1830.3343317419547 1828.9501996064305 150 TCGA 1 100 100 0.5 0.0015 75 2030 -72 1829.9452299025857 1829.3353449375786 150 TCGA 1 100 100 0.5 0.0015 75 2030 -73 1829.56949064074 1827.5065022377512 150 TCGA 1 100 100 0.5 0.0015 75 2030 -74 1829.1096969010082 1826.8568115234375 150 TCGA 1 100 100 0.5 0.0015 75 2030 -75 1828.5862101722953 1828.153690817368 150 TCGA 1 100 100 0.5 0.0015 75 2030 -76 1828.2591862849379 1829.8773003199592 150 TCGA 1 100 100 0.5 0.0015 75 2030 -77 1828.123596293597 1825.936498287335 150 TCGA 1 100 100 0.5 0.0015 75 2030 -78 1827.801253316977 1825.6878576230763 150 TCGA 1 100 100 0.5 0.0015 75 2030 -79 1827.5666018023078 1825.5112206540516 150 TCGA 1 100 100 0.5 0.0015 75 2030 -80 1826.9327925877826 1826.0870410401617 150 TCGA 1 100 100 0.5 0.0015 75 2030 -81 1826.8063674485634 1825.7352644570508 150 TCGA 1 100 100 0.5 0.0015 75 2030 -82 1826.5935720245093 1824.6327756948806 150 TCGA 1 100 100 0.5 0.0015 75 2030 -83 1826.0935383424228 1823.8788712851367 150 TCGA 1 100 100 0.5 0.0015 75 2030 -84 1825.5801971023377 1824.6734496456893 150 TCGA 1 100 100 0.5 0.0015 75 2030 -85 1825.5615782935195 1823.928566784116 150 TCGA 1 100 100 0.5 0.0015 75 2030 -86 1825.173249779595 1823.580816067643 150 TCGA 1 100 100 0.5 0.0015 75 2030 -87 1825.0311825131982 1822.8215497654287 150 TCGA 1 100 100 0.5 0.0015 75 2030 -88 1824.7946300725876 1822.244532599521 150 TCGA 1 100 100 0.5 0.0015 75 2030 -89 1824.5220042127678 1822.1308691896984 150 TCGA 1 100 100 0.5 0.0015 75 2030 -90 1824.3705698382257 1821.7096977808967 150 TCGA 1 100 100 0.5 0.0015 75 2030 -91 1823.9978115227834 1823.095998792792 150 TCGA 1 100 100 0.5 0.0015 75 2030 -92 1823.6613751273162 1822.5233307651538 150 TCGA 1 100 100 0.5 0.0015 75 2030 -93 1823.5593969832842 1821.173279115303 150 TCGA 1 100 100 0.5 0.0015 75 2030 -94 1823.41442320626 1820.9407241284548 150 TCGA 1 100 100 0.5 0.0015 75 2030 -95 1822.9867492737096 1822.5117340854663 150 TCGA 1 100 100 0.5 0.0015 75 2030 -96 1822.7421474548332 1820.6511880692526 150 TCGA 1 100 100 0.5 0.0015 75 2030 -97 1822.7094872354703 1821.4802810438914 150 TCGA 1 100 100 0.5 0.0015 75 2030 -98 1822.4486355675638 1822.4100605566896 150 TCGA 1 100 100 0.5 0.0015 75 2030 -99 1822.286636040857 1819.8956961320273 150 TCGA 1 100 100 0.5 0.0015 75 2030 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index 0e4d4973c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3112.62569909405 3991.090752836448 150 TCGA 1 100 100 0.0 0.0015 75 2627 -1 2070.645868205375 3804.558013455952 150 TCGA 1 100 100 0.0 0.0015 75 2627 -2 1994.158486547767 2260.790036608825 150 TCGA 1 100 100 0.0 0.0015 75 2627 -3 1967.0734799514194 2302.7498441916614 150 TCGA 1 100 100 0.0 0.0015 75 2627 -4 1950.5493199897405 1976.9288483432788 150 TCGA 1 100 100 0.0 0.0015 75 2627 -5 1938.3032141812266 1976.6655592415202 150 TCGA 1 100 100 0.0 0.0015 75 2627 -6 1927.8839457550544 1928.5459959710663 150 TCGA 1 100 100 0.0 0.0015 75 2627 -7 1917.5783292589635 1925.2266520591238 150 TCGA 1 100 100 0.0 0.0015 75 2627 -8 1912.1909856054317 1925.6906339559123 150 TCGA 1 100 100 0.0 0.0015 75 2627 -9 1906.5263216240303 1917.0556591551508 150 TCGA 1 100 100 0.0 0.0015 75 2627 -10 1902.7532224164422 1905.487349467062 150 TCGA 1 100 100 0.0 0.0015 75 2627 -11 1897.5878437398626 1889.0973182563207 150 TCGA 1 100 100 0.0 0.0015 75 2627 -12 1893.0591043360944 1893.6639809153187 150 TCGA 1 100 100 0.0 0.0015 75 2627 -13 1889.3971462579748 1895.0822508538788 150 TCGA 1 100 100 0.0 0.0015 75 2627 -14 1886.5636827426506 1890.1443098058653 150 TCGA 1 100 100 0.0 0.0015 75 2627 -15 1884.7508857489456 1886.7243357902796 150 TCGA 1 100 100 0.0 0.0015 75 2627 -16 1882.2927021137743 1883.696706187186 150 TCGA 1 100 100 0.0 0.0015 75 2627 -17 1879.3680290888963 1874.651944414455 150 TCGA 1 100 100 0.0 0.0015 75 2627 -18 1877.9499519076487 1887.954718048249 150 TCGA 1 100 100 0.0 0.0015 75 2627 -19 1875.5373677678347 1873.475858908802 150 TCGA 1 100 100 0.0 0.0015 75 2627 -20 1872.9124706535283 1871.6111913326397 150 TCGA 1 100 100 0.0 0.0015 75 2627 -21 1871.5628185355247 1868.220742383794 150 TCGA 1 100 100 0.0 0.0015 75 2627 -22 1868.8307107950325 1868.3270981371702 150 TCGA 1 100 100 0.0 0.0015 75 2627 -23 1868.6020918483246 1869.5694254966238 150 TCGA 1 100 100 0.0 0.0015 75 2627 -24 1866.1159732962096 1864.2476683956893 150 TCGA 1 100 100 0.0 0.0015 75 2627 -25 1864.1851083266042 1863.46514493856 150 TCGA 1 100 100 0.0 0.0015 75 2627 -26 1862.9794557121984 1860.8137078213333 150 TCGA 1 100 100 0.0 0.0015 75 2627 -27 1861.6695211508243 1871.6076420922975 150 TCGA 1 100 100 0.0 0.0015 75 2627 -28 1859.7612583463992 1861.5309193673445 150 TCGA 1 100 100 0.0 0.0015 75 2627 -29 1859.0698163568713 1858.5159507253063 150 TCGA 1 100 100 0.0 0.0015 75 2627 -30 1857.6797185796274 1860.4918783369974 150 TCGA 1 100 100 0.0 0.0015 75 2627 -31 1856.0118774999955 1861.0194061125942 150 TCGA 1 100 100 0.0 0.0015 75 2627 -32 1855.4659144370362 1856.3316380486417 150 TCGA 1 100 100 0.0 0.0015 75 2627 -33 1854.2990653302763 1855.1258029650205 150 TCGA 1 100 100 0.0 0.0015 75 2627 -34 1853.2783860143693 1854.0230516596655 150 TCGA 1 100 100 0.0 0.0015 75 2627 -35 1851.9907692143768 1856.8512840079302 150 TCGA 1 100 100 0.0 0.0015 75 2627 -36 1850.9095227760668 1851.3945557867462 150 TCGA 1 100 100 0.0 0.0015 75 2627 -37 1850.227109874781 1849.2463507724167 150 TCGA 1 100 100 0.0 0.0015 75 2627 -38 1849.7239184698392 1849.6736005466787 150 TCGA 1 100 100 0.0 0.0015 75 2627 -39 1848.8494131822965 1847.602553171129 150 TCGA 1 100 100 0.0 0.0015 75 2627 -40 1847.5544423783433 1846.8566624627042 150 TCGA 1 100 100 0.0 0.0015 75 2627 -41 1846.7669933483874 1847.634303720752 150 TCGA 1 100 100 0.0 0.0015 75 2627 -42 1845.9131100954041 1845.412052327065 150 TCGA 1 100 100 0.0 0.0015 75 2627 -43 1845.9883826505209 1845.212044107255 150 TCGA 1 100 100 0.0 0.0015 75 2627 -44 1844.0876861344038 1846.3713053794363 150 TCGA 1 100 100 0.0 0.0015 75 2627 -45 1844.2079877694784 1846.804047704342 150 TCGA 1 100 100 0.0 0.0015 75 2627 -46 1843.301164928751 1843.106742820548 150 TCGA 1 100 100 0.0 0.0015 75 2627 -47 1842.6710750776977 1844.0597721272377 150 TCGA 1 100 100 0.0 0.0015 75 2627 -48 1841.9419495371492 1848.7103970781643 150 TCGA 1 100 100 0.0 0.0015 75 2627 -49 1840.7772676791712 1841.1235756418812 150 TCGA 1 100 100 0.0 0.0015 75 2627 -50 1840.5951294258698 1839.8859795805197 150 TCGA 1 100 100 0.0 0.0015 75 2627 -51 1840.0045146394991 1841.2107749440563 150 TCGA 1 100 100 0.0 0.0015 75 2627 -52 1839.1854860374126 1838.4655890536667 150 TCGA 1 100 100 0.0 0.0015 75 2627 -53 1838.7676189331912 1837.869598848736 150 TCGA 1 100 100 0.0 0.0015 75 2627 -54 1838.2694208430637 1841.275793641057 150 TCGA 1 100 100 0.0 0.0015 75 2627 -55 1837.3870219024034 1843.1023820273242 150 TCGA 1 100 100 0.0 0.0015 75 2627 -56 1836.9055842201496 1836.979468877591 150 TCGA 1 100 100 0.0 0.0015 75 2627 -57 1836.563588727118 1838.192600576123 150 TCGA 1 100 100 0.0 0.0015 75 2627 -58 1835.8386762542164 1836.5974826525205 150 TCGA 1 100 100 0.0 0.0015 75 2627 -59 1835.4168125360802 1836.232580750432 150 TCGA 1 100 100 0.0 0.0015 75 2627 -60 1835.262132404718 1834.6201730085977 150 TCGA 1 100 100 0.0 0.0015 75 2627 -61 1834.548487788772 1833.9422288444173 150 TCGA 1 100 100 0.0 0.0015 75 2627 -62 1833.9745537968322 1836.7081979722832 150 TCGA 1 100 100 0.0 0.0015 75 2627 -63 1833.4271537132702 1834.5999645444017 150 TCGA 1 100 100 0.0 0.0015 75 2627 -64 1833.047199557969 1833.2287922768137 150 TCGA 1 100 100 0.0 0.0015 75 2627 -65 1832.6668677872374 1833.292332634854 150 TCGA 1 100 100 0.0 0.0015 75 2627 -66 1831.8724586511512 1831.5693132410097 150 TCGA 1 100 100 0.0 0.0015 75 2627 -67 1831.7882580404264 1834.9226190768295 150 TCGA 1 100 100 0.0 0.0015 75 2627 -68 1831.2509126455634 1831.0991609659627 150 TCGA 1 100 100 0.0 0.0015 75 2627 -69 1830.8405919773847 1832.348903330127 150 TCGA 1 100 100 0.0 0.0015 75 2627 -70 1830.43531467026 1831.2405251354428 150 TCGA 1 100 100 0.0 0.0015 75 2627 -71 1830.0031452283274 1830.6664493119897 150 TCGA 1 100 100 0.0 0.0015 75 2627 -72 1829.5956724541356 1829.9688119552843 150 TCGA 1 100 100 0.0 0.0015 75 2627 -73 1829.2879348450015 1829.5987757390467 150 TCGA 1 100 100 0.0 0.0015 75 2627 -74 1829.0949506328527 1829.4465374970555 150 TCGA 1 100 100 0.0 0.0015 75 2627 -75 1828.6590872388929 1828.6590668184674 150 TCGA 1 100 100 0.0 0.0015 75 2627 -76 1828.1250141432063 1828.5806461506752 150 TCGA 1 100 100 0.0 0.0015 75 2627 -77 1827.8218178930579 1828.333553141685 150 TCGA 1 100 100 0.0 0.0015 75 2627 -78 1827.809621557778 1827.9031737054413 150 TCGA 1 100 100 0.0 0.0015 75 2627 -79 1827.1770939520925 1827.347961119072 150 TCGA 1 100 100 0.0 0.0015 75 2627 -80 1826.8170698906563 1826.6204944399733 150 TCGA 1 100 100 0.0 0.0015 75 2627 -81 1826.5735869792466 1827.907003891528 150 TCGA 1 100 100 0.0 0.0015 75 2627 -82 1826.1805646104172 1827.2358281887955 150 TCGA 1 100 100 0.0 0.0015 75 2627 -83 1826.021993584925 1827.6284437323336 150 TCGA 1 100 100 0.0 0.0015 75 2627 -84 1826.0100107466567 1827.8823585701948 150 TCGA 1 100 100 0.0 0.0015 75 2627 -85 1825.3671820361988 1825.101422027128 150 TCGA 1 100 100 0.0 0.0015 75 2627 -86 1825.0939514112467 1826.5897682995053 150 TCGA 1 100 100 0.0 0.0015 75 2627 -87 1824.9498110206043 1824.8300075818545 150 TCGA 1 100 100 0.0 0.0015 75 2627 -88 1824.7171731278863 1825.9672330156643 150 TCGA 1 100 100 0.0 0.0015 75 2627 -89 1824.143624040987 1827.6221482166693 150 TCGA 1 100 100 0.0 0.0015 75 2627 -90 1823.9267364478108 1823.961504298838 150 TCGA 1 100 100 0.0 0.0015 75 2627 -91 1823.687980869011 1823.673140482687 150 TCGA 1 100 100 0.0 0.0015 75 2627 -92 1823.5488365182707 1823.1516904591315 150 TCGA 1 100 100 0.0 0.0015 75 2627 -93 1823.419196184092 1823.45523331992 150 TCGA 1 100 100 0.0 0.0015 75 2627 -94 1822.914593129116 1823.293916481823 150 TCGA 1 100 100 0.0 0.0015 75 2627 -95 1822.8219221957972 1823.1712738497174 150 TCGA 1 100 100 0.0 0.0015 75 2627 -96 1822.7206590603287 1824.196014864361 150 TCGA 1 100 100 0.0 0.0015 75 2627 -97 1822.3117670876093 1822.817270556886 150 TCGA 1 100 100 0.0 0.0015 75 2627 -98 1822.2405555538598 1822.958440886071 150 TCGA 1 100 100 0.0 0.0015 75 2627 -99 1821.8219133120108 1822.4151936440012 150 TCGA 1 100 100 0.0 0.0015 75 2627 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index a84f4348f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3108.3749667811785 4652.192152167086 150 TCGA 1 100 100 1.0 0.0015 75 9017 -1 2072.69889353801 3070.203104143766 150 TCGA 1 100 100 1.0 0.0015 75 9017 -2 1996.560462983169 2450.618022976209 150 TCGA 1 100 100 1.0 0.0015 75 9017 -3 1967.2540282249345 2249.063504779758 150 TCGA 1 100 100 1.0 0.0015 75 9017 -4 1952.9002386740988 2048.3805219947394 150 TCGA 1 100 100 1.0 0.0015 75 9017 -5 1938.9456429986606 2077.8593529169284 150 TCGA 1 100 100 1.0 0.0015 75 9017 -6 1927.7746567315776 1930.7644361946452 150 TCGA 1 100 100 1.0 0.0015 75 9017 -7 1919.0503165407604 1925.768164553235 150 TCGA 1 100 100 1.0 0.0015 75 9017 -8 1912.2947402887678 1937.4893596399968 150 TCGA 1 100 100 1.0 0.0015 75 9017 -9 1906.1490740124063 1906.661874435655 150 TCGA 1 100 100 1.0 0.0015 75 9017 -10 1901.531314857092 1903.358532162767 150 TCGA 1 100 100 1.0 0.0015 75 9017 -11 1897.2151668772979 1908.8387402098383 150 TCGA 1 100 100 1.0 0.0015 75 9017 -12 1894.060416356915 1901.8800423013506 150 TCGA 1 100 100 1.0 0.0015 75 9017 -13 1891.5469509073234 1890.6640735415358 150 TCGA 1 100 100 1.0 0.0015 75 9017 -14 1888.3493923217488 1884.165775164887 150 TCGA 1 100 100 1.0 0.0015 75 9017 -15 1885.0992914117437 1912.429974579931 150 TCGA 1 100 100 1.0 0.0015 75 9017 -16 1881.6692748165035 1879.459132208896 150 TCGA 1 100 100 1.0 0.0015 75 9017 -17 1879.1472948297671 1877.2384971733668 150 TCGA 1 100 100 1.0 0.0015 75 9017 -18 1876.2431214284998 1876.966964338293 150 TCGA 1 100 100 1.0 0.0015 75 9017 -19 1875.3279271994948 1874.4097581412923 150 TCGA 1 100 100 1.0 0.0015 75 9017 -20 1872.453744971123 1872.5283246064305 150 TCGA 1 100 100 1.0 0.0015 75 9017 -21 1870.9513604919591 1872.3738995269316 150 TCGA 1 100 100 1.0 0.0015 75 9017 -22 1869.7014239592563 1873.8411454243876 150 TCGA 1 100 100 1.0 0.0015 75 9017 -23 1867.9431351547676 1873.474186729546 150 TCGA 1 100 100 1.0 0.0015 75 9017 -24 1866.2580400584652 1865.4502971399968 150 TCGA 1 100 100 1.0 0.0015 75 9017 -25 1864.0688697158366 1863.6667038807318 150 TCGA 1 100 100 1.0 0.0015 75 9017 -26 1862.4643722552914 1863.883543081619 150 TCGA 1 100 100 1.0 0.0015 75 9017 -27 1862.0756416410218 1860.3426667026538 150 TCGA 1 100 100 1.0 0.0015 75 9017 -28 1859.7010243796174 1859.9159616441582 150 TCGA 1 100 100 1.0 0.0015 75 9017 -29 1859.486438613689 1859.1129432563207 150 TCGA 1 100 100 1.0 0.0015 75 9017 -30 1857.7526978642722 1857.578173460074 150 TCGA 1 100 100 1.0 0.0015 75 9017 -31 1856.763296630396 1855.5339220516646 150 TCGA 1 100 100 1.0 0.0015 75 9017 -32 1855.5262050992717 1855.401140836016 150 TCGA 1 100 100 1.0 0.0015 75 9017 -33 1854.157113403225 1854.9200089804492 150 TCGA 1 100 100 1.0 0.0015 75 9017 -34 1853.3875357313525 1856.2970019776617 150 TCGA 1 100 100 1.0 0.0015 75 9017 -35 1851.7032144646357 1852.243260369229 150 TCGA 1 100 100 1.0 0.0015 75 9017 -36 1850.927077969452 1852.0734593377042 150 TCGA 1 100 100 1.0 0.0015 75 9017 -37 1849.8303184368765 1850.5674834131596 150 TCGA 1 100 100 1.0 0.0015 75 9017 -38 1849.2031119059527 1849.543148481666 150 TCGA 1 100 100 1.0 0.0015 75 9017 -39 1848.7621780226893 1848.9112321863222 150 TCGA 1 100 100 1.0 0.0015 75 9017 -40 1847.816851188727 1847.7871584484924 150 TCGA 1 100 100 1.0 0.0015 75 9017 -41 1847.0204408843413 1847.8424201083542 150 TCGA 1 100 100 1.0 0.0015 75 9017 -42 1846.3266349355615 1848.214038331305 150 TCGA 1 100 100 1.0 0.0015 75 9017 -43 1845.3758132888584 1853.6956480400047 150 TCGA 1 100 100 1.0 0.0015 75 9017 -44 1844.470112162438 1845.0503168920775 150 TCGA 1 100 100 1.0 0.0015 75 9017 -45 1844.1574653619527 1844.184664778973 150 TCGA 1 100 100 1.0 0.0015 75 9017 -46 1843.329421474194 1842.9529704184988 150 TCGA 1 100 100 1.0 0.0015 75 9017 -47 1842.3166008349015 1841.651010791261 150 TCGA 1 100 100 1.0 0.0015 75 9017 -48 1841.6233205692033 1841.26971834269 150 TCGA 1 100 100 1.0 0.0015 75 9017 -49 1841.1680571518516 1841.2304754976053 150 TCGA 1 100 100 1.0 0.0015 75 9017 -50 1840.6449881791136 1841.0910742678234 150 TCGA 1 100 100 1.0 0.0015 75 9017 -51 1839.8132597136303 1841.6264642303313 150 TCGA 1 100 100 1.0 0.0015 75 9017 -52 1839.5828057608576 1842.2971357029287 150 TCGA 1 100 100 1.0 0.0015 75 9017 -53 1838.367015655957 1839.0790543292635 150 TCGA 1 100 100 1.0 0.0015 75 9017 -54 1837.8540483796846 1840.2863438285176 150 TCGA 1 100 100 1.0 0.0015 75 9017 -55 1837.3168282571123 1838.0229087331188 150 TCGA 1 100 100 1.0 0.0015 75 9017 -56 1836.9313748335517 1835.7075324130417 150 TCGA 1 100 100 1.0 0.0015 75 9017 -57 1836.279613802723 1836.8973437745367 150 TCGA 1 100 100 1.0 0.0015 75 9017 -58 1835.7830158160832 1836.7755292576162 150 TCGA 1 100 100 1.0 0.0015 75 9017 -59 1835.4583780020657 1836.1682607372802 150 TCGA 1 100 100 1.0 0.0015 75 9017 -60 1834.9983133749713 1835.6330008195273 150 TCGA 1 100 100 1.0 0.0015 75 9017 -61 1834.4604997555052 1836.1895150802843 150 TCGA 1 100 100 1.0 0.0015 75 9017 -62 1834.031743145532 1835.8427354055434 150 TCGA 1 100 100 1.0 0.0015 75 9017 -63 1833.4282130094389 1834.0096012288002 150 TCGA 1 100 100 1.0 0.0015 75 9017 -64 1833.2245974254895 1835.7379095182946 150 TCGA 1 100 100 1.0 0.0015 75 9017 -65 1832.4491787729605 1833.954944399733 150 TCGA 1 100 100 1.0 0.0015 75 9017 -66 1831.79578481496 1833.321711707954 150 TCGA 1 100 100 1.0 0.0015 75 9017 -67 1831.6396981839796 1831.8274993129712 150 TCGA 1 100 100 1.0 0.0015 75 9017 -68 1831.1417669208338 1831.6284007930276 150 TCGA 1 100 100 1.0 0.0015 75 9017 -69 1830.8101092395086 1832.2850059624293 150 TCGA 1 100 100 1.0 0.0015 75 9017 -70 1830.2631372945066 1830.9737763524654 150 TCGA 1 100 100 1.0 0.0015 75 9017 -71 1829.9626090144163 1832.104766385639 150 TCGA 1 100 100 1.0 0.0015 75 9017 -72 1829.3576584943823 1830.13757201535 150 TCGA 1 100 100 1.0 0.0015 75 9017 -73 1829.3207301333462 1830.4209426036432 150 TCGA 1 100 100 1.0 0.0015 75 9017 -74 1828.8022923657425 1830.4290164199906 150 TCGA 1 100 100 1.0 0.0015 75 9017 -75 1828.3230463899345 1829.0647696490264 150 TCGA 1 100 100 1.0 0.0015 75 9017 -76 1828.0583951728447 1828.5282368875628 150 TCGA 1 100 100 1.0 0.0015 75 9017 -77 1827.6530638544778 1827.850390256949 150 TCGA 1 100 100 1.0 0.0015 75 9017 -78 1827.2828075921168 1827.584353039612 150 TCGA 1 100 100 1.0 0.0015 75 9017 -79 1827.1596258797674 1827.82639086546 150 TCGA 1 100 100 1.0 0.0015 75 9017 -80 1826.5286065693585 1827.1784447138034 150 TCGA 1 100 100 1.0 0.0015 75 9017 -81 1826.320577473922 1829.0618859679255 150 TCGA 1 100 100 1.0 0.0015 75 9017 -82 1825.9986305615773 1829.106723191151 150 TCGA 1 100 100 1.0 0.0015 75 9017 -83 1825.8521668291182 1826.187175501531 150 TCGA 1 100 100 1.0 0.0015 75 9017 -84 1825.5850433577837 1826.2351650832286 150 TCGA 1 100 100 1.0 0.0015 75 9017 -85 1825.3292699184306 1826.2330592169833 150 TCGA 1 100 100 1.0 0.0015 75 9017 -86 1824.8260322006197 1825.6798985160176 150 TCGA 1 100 100 1.0 0.0015 75 9017 -87 1824.9603332662598 1826.5629888946687 150 TCGA 1 100 100 1.0 0.0015 75 9017 -88 1824.3485983128871 1825.3439573355056 150 TCGA 1 100 100 1.0 0.0015 75 9017 -89 1824.2626598318554 1825.80003287924 150 TCGA 1 100 100 1.0 0.0015 75 9017 -90 1824.0023110652958 1825.346685208268 150 TCGA 1 100 100 1.0 0.0015 75 9017 -91 1823.7631209167282 1825.1546992776382 150 TCGA 1 100 100 1.0 0.0015 75 9017 -92 1823.5173269536483 1824.1562009265076 150 TCGA 1 100 100 1.0 0.0015 75 9017 -93 1823.2274188452473 1824.959483084367 150 TCGA 1 100 100 1.0 0.0015 75 9017 -94 1822.988119952047 1826.6724675624214 150 TCGA 1 100 100 1.0 0.0015 75 9017 -95 1822.6759470443478 1823.329477588136 150 TCGA 1 100 100 1.0 0.0015 75 9017 -96 1822.3164534893988 1823.522068962979 150 TCGA 1 100 100 1.0 0.0015 75 9017 -97 1822.2109005886844 1822.7730111740343 150 TCGA 1 100 100 1.0 0.0015 75 9017 -98 1821.8419948117596 1821.951820258519 150 TCGA 1 100 100 1.0 0.0015 75 9017 -99 1821.7899803641067 1822.5460524055827 150 TCGA 1 100 100 1.0 0.0015 75 9017 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index b44022812..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3106.770148591413 4206.430714362829 150 TCGA 1 50 100 0.5 0.0015 75 4984 -1 2077.463803624825 2661.256423720163 150 TCGA 1 50 100 0.5 0.0015 75 4984 -2 1998.6325971771796 2397.309873341316 150 TCGA 1 50 100 0.5 0.0015 75 4984 -3 1972.3434549002313 2273.404722587547 150 TCGA 1 50 100 0.5 0.0015 75 4984 -4 1951.2878318911805 2004.2455784783292 150 TCGA 1 50 100 0.5 0.0015 75 4984 -5 1938.1380373655334 2060.2505766135364 150 TCGA 1 50 100 0.5 0.0015 75 4984 -6 1928.0664509005653 1945.177030783802 150 TCGA 1 50 100 0.5 0.0015 75 4984 -7 1918.265357982262 1918.058786363458 150 TCGA 1 50 100 0.5 0.0015 75 4984 -8 1911.2075416453383 1910.790584391685 150 TCGA 1 50 100 0.5 0.0015 75 4984 -9 1905.8129449523524 1915.63833878867 150 TCGA 1 50 100 0.5 0.0015 75 4984 -10 1900.3764368707227 1907.9276196657113 150 TCGA 1 50 100 0.5 0.0015 75 4984 -11 1897.8697805710171 1902.202082801704 150 TCGA 1 50 100 0.5 0.0015 75 4984 -12 1892.0643848206719 1897.5526945027873 150 TCGA 1 50 100 0.5 0.0015 75 4984 -13 1890.8459232439752 1898.038052199474 150 TCGA 1 50 100 0.5 0.0015 75 4984 -14 1887.5486891863934 1885.0989290937107 150 TCGA 1 50 100 0.5 0.0015 75 4984 -15 1882.6726974587793 1883.0935941916614 150 TCGA 1 50 100 0.5 0.0015 75 4984 -16 1881.6886589253822 1896.3858495357647 150 TCGA 1 50 100 0.5 0.0015 75 4984 -17 1879.2640171845132 1878.039025081462 150 TCGA 1 50 100 0.5 0.0015 75 4984 -18 1877.18755177667 1883.7339738241992 150 TCGA 1 50 100 0.5 0.0015 75 4984 -19 1874.044611759997 1876.1026212605998 150 TCGA 1 50 100 0.5 0.0015 75 4984 -20 1872.364465028184 1880.4170786795305 150 TCGA 1 50 100 0.5 0.0015 75 4984 -21 1870.818492931558 1873.2335751020728 150 TCGA 1 50 100 0.5 0.0015 75 4984 -22 1869.0715428499361 1869.8609214284313 150 TCGA 1 50 100 0.5 0.0015 75 4984 -23 1867.0457309808485 1866.1475897554178 150 TCGA 1 50 100 0.5 0.0015 75 4984 -24 1865.8861293816144 1865.1477474040123 150 TCGA 1 50 100 0.5 0.0015 75 4984 -25 1864.1274215131084 1864.742150081462 150 TCGA 1 50 100 0.5 0.0015 75 4984 -26 1862.3323322087076 1862.4766048258873 150 TCGA 1 50 100 0.5 0.0015 75 4984 -27 1861.629092850394 1862.2560728446922 150 TCGA 1 50 100 0.5 0.0015 75 4984 -28 1860.11764369334 1859.840736274144 150 TCGA 1 50 100 0.5 0.0015 75 4984 -29 1859.2132448046743 1859.3886816896984 150 TCGA 1 50 100 0.5 0.0015 75 4984 -30 1857.4779982125604 1857.2762880564935 150 TCGA 1 50 100 0.5 0.0015 75 4984 -31 1856.7057421199179 1855.2472028109296 150 TCGA 1 50 100 0.5 0.0015 75 4984 -32 1854.8271071251675 1855.614557160804 150 TCGA 1 50 100 0.5 0.0015 75 4984 -33 1853.8849822831135 1854.601656966473 150 TCGA 1 50 100 0.5 0.0015 75 4984 -34 1852.926319223228 1852.1933606018374 150 TCGA 1 50 100 0.5 0.0015 75 4984 -35 1852.388770277924 1852.3115884598776 150 TCGA 1 50 100 0.5 0.0015 75 4984 -36 1851.1219446859477 1850.4840081756438 150 TCGA 1 50 100 0.5 0.0015 75 4984 -37 1850.0089404275075 1851.1950597715138 150 TCGA 1 50 100 0.5 0.0015 75 4984 -38 1849.7236577470542 1850.1875226964903 150 TCGA 1 50 100 0.5 0.0015 75 4984 -39 1848.430173519427 1847.414087650165 150 TCGA 1 50 100 0.5 0.0015 75 4984 -40 1847.6198429346537 1852.6840630152717 150 TCGA 1 50 100 0.5 0.0015 75 4984 -41 1846.6811056766196 1846.813948894865 150 TCGA 1 50 100 0.5 0.0015 75 4984 -42 1846.1134623457165 1848.908408006831 150 TCGA 1 50 100 0.5 0.0015 75 4984 -43 1844.8145347686334 1847.9721489527717 150 TCGA 1 50 100 0.5 0.0015 75 4984 -44 1844.2669186401026 1844.7344019904208 150 TCGA 1 50 100 0.5 0.0015 75 4984 -45 1843.9483038426138 1845.1668161363457 150 TCGA 1 50 100 0.5 0.0015 75 4984 -46 1843.302689819813 1844.7930754848462 150 TCGA 1 50 100 0.5 0.0015 75 4984 -47 1842.021837669021 1844.9743308829302 150 TCGA 1 50 100 0.5 0.0015 75 4984 -48 1841.477703903067 1842.607812009265 150 TCGA 1 50 100 0.5 0.0015 75 4984 -49 1841.17944304599 1842.8169417644865 150 TCGA 1 50 100 0.5 0.0015 75 4984 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index 0d9ad5ee6..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3094.6219323685505 4613.505552665672 150 TCGA 1 50 100 0.0 0.0015 75 8858 -1 2073.279412486854 3195.3474378729584 150 TCGA 1 50 100 0.0 0.0015 75 8858 -2 1995.0126313955634 2539.9775881359924 150 TCGA 1 50 100 0.0 0.0015 75 8858 -3 1968.430611168544 2129.6972202320194 150 TCGA 1 50 100 0.0 0.0015 75 8858 -4 1951.4068241351442 2017.986985709799 150 TCGA 1 50 100 0.0 0.0015 75 8858 -5 1936.444691929358 2048.1988813697394 150 TCGA 1 50 100 0.0 0.0015 75 8858 -6 1926.4873063225527 1960.2504036294756 150 TCGA 1 50 100 0.0 0.0015 75 8858 -7 1917.6312143722007 1942.21686987182 150 TCGA 1 50 100 0.0 0.0015 75 8858 -8 1912.1109911133794 1925.6865099422896 150 TCGA 1 50 100 0.0 0.0015 75 8858 -9 1905.3661797897453 1919.7114926438835 150 TCGA 1 50 100 0.0 0.0015 75 8858 -10 1901.475599453936 1901.4381649458228 150 TCGA 1 50 100 0.0 0.0015 75 8858 -11 1897.1289605746274 1897.5231510334877 150 TCGA 1 50 100 0.0 0.0015 75 8858 -12 1894.1021973092263 1893.3487064227386 150 TCGA 1 50 100 0.0 0.0015 75 8858 -13 1891.3021696141582 1890.8339438893688 150 TCGA 1 50 100 0.0 0.0015 75 8858 -14 1887.3579046924488 1891.8241905327418 150 TCGA 1 50 100 0.0 0.0015 75 8858 -15 1884.8803132537594 1889.9500861239792 150 TCGA 1 50 100 0.0 0.0015 75 8858 -16 1882.5969558070315 1879.5728600276775 150 TCGA 1 50 100 0.0 0.0015 75 8858 -17 1879.5561705609625 1886.8773322177292 150 TCGA 1 50 100 0.0 0.0015 75 8858 -18 1877.935951482426 1880.2907015546482 150 TCGA 1 50 100 0.0 0.0015 75 8858 -19 1875.408792902149 1872.2634620858198 150 TCGA 1 50 100 0.0 0.0015 75 8858 -20 1873.2621535922763 1882.8153738664023 150 TCGA 1 50 100 0.0 0.0015 75 8858 -21 1871.8783027247828 1869.3864427116048 150 TCGA 1 50 100 0.0 0.0015 75 8858 -22 1868.9928057679429 1872.1216875392588 150 TCGA 1 50 100 0.0 0.0015 75 8858 -23 1867.920756446795 1866.555266567211 150 TCGA 1 50 100 0.0 0.0015 75 8858 -24 1866.0465289002111 1864.362619984689 150 TCGA 1 50 100 0.0 0.0015 75 8858 -25 1865.072782642302 1876.2501883195273 150 TCGA 1 50 100 0.0 0.0015 75 8858 -26 1863.301061443538 1862.2402944900282 150 TCGA 1 50 100 0.0 0.0015 75 8858 -27 1862.1095565589815 1860.616036113183 150 TCGA 1 50 100 0.0 0.0015 75 8858 -28 1859.9378364666031 1862.59473576378 150 TCGA 1 50 100 0.0 0.0015 75 8858 -29 1858.8613171020195 1858.4223608275754 150 TCGA 1 50 100 0.0 0.0015 75 8858 -30 1857.4812338593044 1858.880731170501 150 TCGA 1 50 100 0.0 0.0015 75 8858 -31 1856.2227130272065 1857.2814843259266 150 TCGA 1 50 100 0.0 0.0015 75 8858 -32 1855.200519679713 1855.3431470094613 150 TCGA 1 50 100 0.0 0.0015 75 8858 -33 1854.5230679644553 1864.5047006271593 150 TCGA 1 50 100 0.0 0.0015 75 8858 -34 1853.4279159339815 1855.811127782467 150 TCGA 1 50 100 0.0 0.0015 75 8858 -35 1852.0041922888515 1851.2070398378612 150 TCGA 1 50 100 0.0 0.0015 75 8858 -36 1850.8767115868338 1850.9637420500942 150 TCGA 1 50 100 0.0 0.0015 75 8858 -37 1849.8839481667571 1854.4582832374765 150 TCGA 1 50 100 0.0 0.0015 75 8858 -38 1849.3516356413593 1849.4685954184988 150 TCGA 1 50 100 0.0 0.0015 75 8858 -39 1848.7546861701571 1849.0017218661667 150 TCGA 1 50 100 0.0 0.0015 75 8858 -40 1847.4240239634419 1848.466184069763 150 TCGA 1 50 100 0.0 0.0015 75 8858 -41 1846.8289810999893 1847.2129998135208 150 TCGA 1 50 100 0.0 0.0015 75 8858 -42 1846.1168140948305 1845.5740758234533 150 TCGA 1 50 100 0.0 0.0015 75 8858 -43 1845.0265715009652 1844.0388269472362 150 TCGA 1 50 100 0.0 0.0015 75 8858 -44 1844.5901565355891 1844.132229752277 150 TCGA 1 50 100 0.0 0.0015 75 8858 -45 1843.6758285575258 1844.860649070548 150 TCGA 1 50 100 0.0 0.0015 75 8858 -46 1843.1093266841915 1844.0820110071843 150 TCGA 1 50 100 0.0 0.0015 75 8858 -47 1842.2796471305478 1841.9126086977858 150 TCGA 1 50 100 0.0 0.0015 75 8858 -48 1841.6156878023758 1843.281711904248 150 TCGA 1 50 100 0.0 0.0015 75 8858 -49 1840.5632506254622 1841.1471480939856 150 TCGA 1 50 100 0.0 0.0015 75 8858 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index a756c27b7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3101.593627698055 4209.989611141646 150 TCGA 1 50 100 1.0 0.0015 75 2165 -1 2073.0689237134534 3377.541051203282 150 TCGA 1 50 100 1.0 0.0015 75 2165 -2 1999.5661372974496 2403.109936891489 150 TCGA 1 50 100 1.0 0.0015 75 2165 -3 1970.1190810000767 2251.068028128926 150 TCGA 1 50 100 1.0 0.0015 75 2165 -4 1950.7224116052337 2081.0305077634266 150 TCGA 1 50 100 1.0 0.0015 75 2165 -5 1938.4229996982783 1950.1829337115264 150 TCGA 1 50 100 1.0 0.0015 75 2165 -6 1930.4124687050905 1945.2388253523477 150 TCGA 1 50 100 1.0 0.0015 75 2165 -7 1919.8154445528544 1932.8697245995604 150 TCGA 1 50 100 1.0 0.0015 75 2165 -8 1911.3194400631087 1914.9249181699513 150 TCGA 1 50 100 1.0 0.0015 75 2165 -9 1907.0595862678897 1910.0361321990813 150 TCGA 1 50 100 1.0 0.0015 75 2165 -10 1902.2676457480563 1908.0623441916614 150 TCGA 1 50 100 1.0 0.0015 75 2165 -11 1897.2841626829515 1912.9180196637485 150 TCGA 1 50 100 1.0 0.0015 75 2165 -12 1894.3919823254068 1891.3664832953832 150 TCGA 1 50 100 1.0 0.0015 75 2165 -13 1890.1167582032776 1895.8004224000863 150 TCGA 1 50 100 1.0 0.0015 75 2165 -14 1887.7773638338979 1884.207749563246 150 TCGA 1 50 100 1.0 0.0015 75 2165 -15 1883.542474923196 1885.6780097999765 150 TCGA 1 50 100 1.0 0.0015 75 2165 -16 1881.6271683524424 1878.1131162403815 150 TCGA 1 50 100 1.0 0.0015 75 2165 -17 1878.7688902684495 1878.0206206815326 150 TCGA 1 50 100 1.0 0.0015 75 2165 -18 1876.9741485217596 1883.8946318506596 150 TCGA 1 50 100 1.0 0.0015 75 2165 -19 1874.2390767031582 1875.4729979241913 150 TCGA 1 50 100 1.0 0.0015 75 2165 -20 1872.5882194068552 1873.9615460113066 150 TCGA 1 50 100 1.0 0.0015 75 2165 -21 1871.4251100744755 1872.2810653609847 150 TCGA 1 50 100 1.0 0.0015 75 2165 -22 1868.451681670819 1872.9479281171482 150 TCGA 1 50 100 1.0 0.0015 75 2165 -23 1866.7884575441115 1869.547703728604 150 TCGA 1 50 100 1.0 0.0015 75 2165 -24 1865.9202144540625 1862.8696595771828 150 TCGA 1 50 100 1.0 0.0015 75 2165 -25 1864.0472303923386 1864.8128692780308 150 TCGA 1 50 100 1.0 0.0015 75 2165 -26 1862.9573387352932 1864.8273557730056 150 TCGA 1 50 100 1.0 0.0015 75 2165 -27 1860.9490904801125 1862.8689486249607 150 TCGA 1 50 100 1.0 0.0015 75 2165 -28 1859.855227184583 1860.3535266665358 150 TCGA 1 50 100 1.0 0.0015 75 2165 -29 1858.7356821156623 1860.3325275056925 150 TCGA 1 50 100 1.0 0.0015 75 2165 -30 1856.689196585225 1857.5269186508715 150 TCGA 1 50 100 1.0 0.0015 75 2165 -31 1856.6950022896187 1857.1193405994818 150 TCGA 1 50 100 1.0 0.0015 75 2165 -32 1855.1697911525334 1855.6493379985866 150 TCGA 1 50 100 1.0 0.0015 75 2165 -33 1854.093624686833 1860.1897537001414 150 TCGA 1 50 100 1.0 0.0015 75 2165 -34 1852.5280566874965 1853.5166064698492 150 TCGA 1 50 100 1.0 0.0015 75 2165 -35 1851.695211031352 1852.6866632969536 150 TCGA 1 50 100 1.0 0.0015 75 2165 -36 1851.2815435328432 1856.6059600983433 150 TCGA 1 50 100 1.0 0.0015 75 2165 -37 1850.0649703739343 1853.960159071726 150 TCGA 1 50 100 1.0 0.0015 75 2165 -38 1849.231107115466 1851.9184594849246 150 TCGA 1 50 100 1.0 0.0015 75 2165 -39 1847.923008963577 1851.7819223068468 150 TCGA 1 50 100 1.0 0.0015 75 2165 -40 1847.7119390379305 1851.281433412178 150 TCGA 1 50 100 1.0 0.0015 75 2165 -41 1846.6578391213836 1847.1459421129082 150 TCGA 1 50 100 1.0 0.0015 75 2165 -42 1846.1121047614263 1847.8065381840845 150 TCGA 1 50 100 1.0 0.0015 75 2165 -43 1845.0788384825141 1846.3839111328125 150 TCGA 1 50 100 1.0 0.0015 75 2165 -44 1844.4868590266249 1844.21582951378 150 TCGA 1 50 100 1.0 0.0015 75 2165 -45 1843.5667289140329 1844.5749591463175 150 TCGA 1 50 100 1.0 0.0015 75 2165 -46 1842.7866970283244 1844.1343871456893 150 TCGA 1 50 100 1.0 0.0015 75 2165 -47 1841.754911425923 1844.8998360945352 150 TCGA 1 50 100 1.0 0.0015 75 2165 -48 1841.2364946823725 1842.0043031318703 150 TCGA 1 50 100 1.0 0.0015 75 2165 -49 1840.6335980202127 1842.3586217218908 150 TCGA 1 50 100 1.0 0.0015 75 2165 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 02f05f7fc..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2448.2609098621583 2565.691362083857 50 TCGA 1 100 100 0.5 0.0015 75 9659 -1 1973.3391729696134 1997.3079901460428 50 TCGA 1 100 100 0.5 0.0015 75 9659 -2 1935.6514375901459 1915.9877702722597 50 TCGA 1 100 100 0.5 0.0015 75 9659 -3 1915.403448323504 1904.8730775459328 50 TCGA 1 100 100 0.5 0.0015 75 9659 -4 1899.5264977328359 1889.9105721478486 50 TCGA 1 100 100 0.5 0.0015 75 9659 -5 1890.1228504915405 1880.8962874676115 50 TCGA 1 100 100 0.5 0.0015 75 9659 -6 1882.5856630018957 1873.1149019020886 50 TCGA 1 100 100 0.5 0.0015 75 9659 -7 1876.4333848311362 1868.0475423994974 50 TCGA 1 100 100 0.5 0.0015 75 9659 -8 1872.6718145984266 1863.7288750883322 50 TCGA 1 100 100 0.5 0.0015 75 9659 -9 1867.801382009253 1860.227312711016 50 TCGA 1 100 100 0.5 0.0015 75 9659 -10 1864.7661098748902 1857.690943118915 50 TCGA 1 100 100 0.5 0.0015 75 9659 -11 1860.6456923554526 1860.9970654051508 50 TCGA 1 100 100 0.5 0.0015 75 9659 -12 1858.0087090402938 1851.0323418852072 50 TCGA 1 100 100 0.5 0.0015 75 9659 -13 1855.4204855185558 1849.6093688658134 50 TCGA 1 100 100 0.5 0.0015 75 9659 -14 1853.5826221308093 1847.5509211094536 50 TCGA 1 100 100 0.5 0.0015 75 9659 -15 1850.859109372057 1845.3322680296012 50 TCGA 1 100 100 0.5 0.0015 75 9659 -16 1849.1922552238846 1844.465889628808 50 TCGA 1 100 100 0.5 0.0015 75 9659 -17 1847.3458624063878 1841.7763365165672 50 TCGA 1 100 100 0.5 0.0015 75 9659 -18 1845.5470198384219 1839.3998906887955 50 TCGA 1 100 100 0.5 0.0015 75 9659 -19 1844.1543474253806 1837.745872919284 50 TCGA 1 100 100 0.5 0.0015 75 9659 -20 1842.9555018080414 1837.8209970752198 50 TCGA 1 100 100 0.5 0.0015 75 9659 -21 1841.213179348063 1836.1804849442526 50 TCGA 1 100 100 0.5 0.0015 75 9659 -22 1840.1443509173082 1834.9997411373272 50 TCGA 1 100 100 0.5 0.0015 75 9659 -23 1838.6140888025484 1834.4056059104114 50 TCGA 1 100 100 0.5 0.0015 75 9659 -24 1837.8800023212298 1833.8381421266488 50 TCGA 1 100 100 0.5 0.0015 75 9659 -25 1836.783741193606 1831.5123376894237 50 TCGA 1 100 100 0.5 0.0015 75 9659 -26 1835.6016314447238 1829.6943782633873 50 TCGA 1 100 100 0.5 0.0015 75 9659 -27 1834.43795449016 1828.784723176429 50 TCGA 1 100 100 0.5 0.0015 75 9659 -28 1833.5374480216733 1832.7169901018765 50 TCGA 1 100 100 0.5 0.0015 75 9659 -29 1832.7885420490873 1827.3970021003454 50 TCGA 1 100 100 0.5 0.0015 75 9659 -30 1832.2222341338843 1827.3606963037846 50 TCGA 1 100 100 0.5 0.0015 75 9659 -31 1831.0934224853106 1826.3751846390153 50 TCGA 1 100 100 0.5 0.0015 75 9659 -32 1830.5086092339495 1825.0946406838882 50 TCGA 1 100 100 0.5 0.0015 75 9659 -33 1829.8637939480375 1824.6167335701948 50 TCGA 1 100 100 0.5 0.0015 75 9659 -34 1829.1443119213004 1823.887287389094 50 TCGA 1 100 100 0.5 0.0015 75 9659 -35 1828.461359588865 1823.3020743365264 50 TCGA 1 100 100 0.5 0.0015 75 9659 -36 1827.8908497243738 1823.4536660352544 50 TCGA 1 100 100 0.5 0.0015 75 9659 -37 1827.4900400081056 1822.7161957247174 50 TCGA 1 100 100 0.5 0.0015 75 9659 -38 1826.801359159391 1821.9581795697236 50 TCGA 1 100 100 0.5 0.0015 75 9659 -39 1826.5704089681117 1821.255733010757 50 TCGA 1 100 100 0.5 0.0015 75 9659 -40 1825.5712671527933 1821.6146859787218 50 TCGA 1 100 100 0.5 0.0015 75 9659 -41 1825.4338926921428 1821.8018375569252 50 TCGA 1 100 100 0.5 0.0015 75 9659 -42 1825.2468260219953 1820.3174263652245 50 TCGA 1 100 100 0.5 0.0015 75 9659 -43 1824.9613100876431 1819.7777510599874 50 TCGA 1 100 100 0.5 0.0015 75 9659 -44 1824.200186905604 1821.0643463901538 50 TCGA 1 100 100 0.5 0.0015 75 9659 -45 1823.8682284972035 1819.548956329499 50 TCGA 1 100 100 0.5 0.0015 75 9659 -46 1823.8961758541734 1818.6175506438442 50 TCGA 1 100 100 0.5 0.0015 75 9659 -47 1823.7051619350784 1820.371849481784 50 TCGA 1 100 100 0.5 0.0015 75 9659 -48 1823.3125220050847 1818.0216726945273 50 TCGA 1 100 100 0.5 0.0015 75 9659 -49 1822.9399713958423 1818.9662803764918 50 TCGA 1 100 100 0.5 0.0015 75 9659 -50 1822.7313312403205 1820.1980293312265 50 TCGA 1 100 100 0.5 0.0015 75 9659 -51 1822.8565462633812 1819.1529688236103 50 TCGA 1 100 100 0.5 0.0015 75 9659 -52 1822.3075335545523 1817.7981533644786 50 TCGA 1 100 100 0.5 0.0015 75 9659 -53 1822.2372470927671 1819.2262545638348 50 TCGA 1 100 100 0.5 0.0015 75 9659 -54 1822.074672776895 1817.7857512660962 50 TCGA 1 100 100 0.5 0.0015 75 9659 -55 1821.6501258009578 1817.922479217376 50 TCGA 1 100 100 0.5 0.0015 75 9659 -56 1821.685361855157 1817.0571853407664 50 TCGA 1 100 100 0.5 0.0015 75 9659 -57 1821.822299634097 1817.7658028914102 50 TCGA 1 100 100 0.5 0.0015 75 9659 -58 1821.4742359834559 1817.1687674210898 50 TCGA 1 100 100 0.5 0.0015 75 9659 -59 1821.1773787646543 1816.362543307357 50 TCGA 1 100 100 0.5 0.0015 75 9659 -60 1821.2582386492459 1816.8120663130103 50 TCGA 1 100 100 0.5 0.0015 75 9659 -61 1820.955685179206 1817.07891446981 50 TCGA 1 100 100 0.5 0.0015 75 9659 -62 1820.7519886328953 1815.8977934104114 50 TCGA 1 100 100 0.5 0.0015 75 9659 -63 1820.6760086313345 1816.5933322618955 50 TCGA 1 100 100 0.5 0.0015 75 9659 -64 1820.9463370649235 1816.1243822874137 50 TCGA 1 100 100 0.5 0.0015 75 9659 -65 1820.450683348492 1816.3930602720634 50 TCGA 1 100 100 0.5 0.0015 75 9659 -66 1820.77353546691 1816.605254666889 50 TCGA 1 100 100 0.5 0.0015 75 9659 -67 1820.3680997095491 1817.0611682680983 50 TCGA 1 100 100 0.5 0.0015 75 9659 -68 1819.951225940744 1815.6125727514525 50 TCGA 1 100 100 0.5 0.0015 75 9659 -69 1820.0725038385588 1815.423241696765 50 TCGA 1 100 100 0.5 0.0015 75 9659 -70 1819.8957829509998 1815.2646766547582 50 TCGA 1 100 100 0.5 0.0015 75 9659 -71 1820.2098714183626 1819.3263994533213 50 TCGA 1 100 100 0.5 0.0015 75 9659 -72 1819.8198000199695 1815.4789284557553 50 TCGA 1 100 100 0.5 0.0015 75 9659 -73 1819.6090778836663 1814.6018446725816 50 TCGA 1 100 100 0.5 0.0015 75 9659 -74 1819.6878591802108 1817.4211106803548 50 TCGA 1 100 100 0.5 0.0015 75 9659 -75 1819.7804766881811 1815.8159566141253 50 TCGA 1 100 100 0.5 0.0015 75 9659 -76 1819.6472030215557 1815.0581753984768 50 TCGA 1 100 100 0.5 0.0015 75 9659 -77 1819.5625912631938 1815.7111270463647 50 TCGA 1 100 100 0.5 0.0015 75 9659 -78 1819.5588134874629 1814.4741358157978 50 TCGA 1 100 100 0.5 0.0015 75 9659 -79 1819.407295575351 1816.2235469338882 50 TCGA 1 100 100 0.5 0.0015 75 9659 -80 1819.546726469084 1814.2806040701555 50 TCGA 1 100 100 0.5 0.0015 75 9659 -81 1819.4950590068734 1814.6988040789886 50 TCGA 1 100 100 0.5 0.0015 75 9659 -82 1819.1773765845842 1814.4068057573022 50 TCGA 1 100 100 0.5 0.0015 75 9659 -83 1819.468229753469 1814.7639184692996 50 TCGA 1 100 100 0.5 0.0015 75 9659 -84 1819.2076623394814 1816.3305676330874 50 TCGA 1 100 100 0.5 0.0015 75 9659 -85 1819.4778363968408 1816.201043670501 50 TCGA 1 100 100 0.5 0.0015 75 9659 -86 1819.0024262275103 1815.7591264427606 50 TCGA 1 100 100 0.5 0.0015 75 9659 -87 1819.3043733927432 1814.4834131595478 50 TCGA 1 100 100 0.5 0.0015 75 9659 -88 1819.3526379423145 1815.5180884893216 50 TCGA 1 100 100 0.5 0.0015 75 9659 -89 1819.1365780809626 1814.7524389525754 50 TCGA 1 100 100 0.5 0.0015 75 9659 -90 1818.9054549964815 1815.1060858491678 50 TCGA 1 100 100 0.5 0.0015 75 9659 -91 1818.8983657211847 1814.4268357166693 50 TCGA 1 100 100 0.5 0.0015 75 9659 -92 1818.9815328831996 1814.9865550899026 50 TCGA 1 100 100 0.5 0.0015 75 9659 -93 1818.7330053844466 1814.41871712076 50 TCGA 1 100 100 0.5 0.0015 75 9659 -94 1818.8273362233072 1814.561895782624 50 TCGA 1 100 100 0.5 0.0015 75 9659 -95 1818.7749288043535 1814.359401377002 50 TCGA 1 100 100 0.5 0.0015 75 9659 -96 1818.845464529929 1815.0346403649105 50 TCGA 1 100 100 0.5 0.0015 75 9659 -97 1818.4984523953306 1813.9486433633008 50 TCGA 1 100 100 0.5 0.0015 75 9659 -98 1818.6509884139073 1814.8606024507303 50 TCGA 1 100 100 0.5 0.0015 75 9659 -99 1818.578193890222 1814.483706987084 50 TCGA 1 100 100 0.5 0.0015 75 9659 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index 012f1a747..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2450.8906752097446 2547.479374411118 50 TCGA 1 100 100 0.0 0.0015 75 5426 -1 1977.4389863174426 1940.9709478790437 50 TCGA 1 100 100 0.0 0.0015 75 5426 -2 1936.429902809195 1938.049334195391 50 TCGA 1 100 100 0.0 0.0015 75 5426 -3 1912.657847937043 1920.8411135266174 50 TCGA 1 100 100 0.0 0.0015 75 5426 -4 1899.7381455678735 1892.9505578429255 50 TCGA 1 100 100 0.0 0.0015 75 5426 -5 1891.0445905451877 1883.9691781662218 50 TCGA 1 100 100 0.0 0.0015 75 5426 -6 1881.5794274693874 1876.850163292046 50 TCGA 1 100 100 0.0 0.0015 75 5426 -7 1876.7401182862554 1878.902932018491 50 TCGA 1 100 100 0.0 0.0015 75 5426 -8 1871.894151072987 1875.5095619700062 50 TCGA 1 100 100 0.0 0.0015 75 5426 -9 1867.5262804207011 1866.7861371064305 50 TCGA 1 100 100 0.0 0.0015 75 5426 -10 1863.2027705341914 1862.7523156554255 50 TCGA 1 100 100 0.0 0.0015 75 5426 -11 1860.99103391579 1858.337831736809 50 TCGA 1 100 100 0.0 0.0015 75 5426 -12 1857.3707457290243 1855.932906107687 50 TCGA 1 100 100 0.0 0.0015 75 5426 -13 1855.3166389180049 1853.444432244229 50 TCGA 1 100 100 0.0 0.0015 75 5426 -14 1852.8914422674868 1851.8328826750942 50 TCGA 1 100 100 0.0 0.0015 75 5426 -15 1849.9973941074443 1848.847248326594 50 TCGA 1 100 100 0.0 0.0015 75 5426 -16 1848.5801868287563 1848.0765344054255 50 TCGA 1 100 100 0.0 0.0015 75 5426 -17 1846.780894280651 1846.6633975541772 50 TCGA 1 100 100 0.0 0.0015 75 5426 -18 1844.545304845228 1843.6453802214196 50 TCGA 1 100 100 0.0 0.0015 75 5426 -19 1843.1953384837132 1843.2253565189228 50 TCGA 1 100 100 0.0 0.0015 75 5426 -20 1841.598117498378 1843.0672539945822 50 TCGA 1 100 100 0.0 0.0015 75 5426 -21 1840.4686340747608 1839.6917166398398 50 TCGA 1 100 100 0.0 0.0015 75 5426 -22 1839.4418107756733 1838.4537420991678 50 TCGA 1 100 100 0.0 0.0015 75 5426 -23 1838.028356801427 1838.6914798602386 50 TCGA 1 100 100 0.0 0.0015 75 5426 -24 1837.2568275169783 1836.555925992266 50 TCGA 1 100 100 0.0 0.0015 75 5426 -25 1836.0583291575904 1837.371920638348 50 TCGA 1 100 100 0.0 0.0015 75 5426 -26 1835.1488983668658 1835.1622989213647 50 TCGA 1 100 100 0.0 0.0015 75 5426 -27 1834.0962683899832 1834.0543403050408 50 TCGA 1 100 100 0.0 0.0015 75 5426 -28 1833.258752110308 1833.323285126806 50 TCGA 1 100 100 0.0 0.0015 75 5426 -29 1832.2340087618115 1832.7433302989557 50 TCGA 1 100 100 0.0 0.0015 75 5426 -30 1831.0321798681189 1830.7007572039886 50 TCGA 1 100 100 0.0 0.0015 75 5426 -31 1830.433119107815 1832.222326844182 50 TCGA 1 100 100 0.0 0.0015 75 5426 -32 1829.921091864239 1830.917370053392 50 TCGA 1 100 100 0.0 0.0015 75 5426 -33 1828.9322019522313 1831.6957283978486 50 TCGA 1 100 100 0.0 0.0015 75 5426 -34 1828.375533980974 1830.9699841983354 50 TCGA 1 100 100 0.0 0.0015 75 5426 -35 1828.1336155152771 1828.8100855841708 50 TCGA 1 100 100 0.0 0.0015 75 5426 -36 1827.318684273605 1827.407030881949 50 TCGA 1 100 100 0.0 0.0015 75 5426 -37 1826.859197079011 1827.3155713872095 50 TCGA 1 100 100 0.0 0.0015 75 5426 -38 1826.413835009662 1826.4342899801743 50 TCGA 1 100 100 0.0 0.0015 75 5426 -39 1825.8060951714058 1827.6257054314542 50 TCGA 1 100 100 0.0 0.0015 75 5426 -40 1825.409047220977 1826.2371562401854 50 TCGA 1 100 100 0.0 0.0015 75 5426 -41 1825.1632457230291 1825.108963396082 50 TCGA 1 100 100 0.0 0.0015 75 5426 -42 1824.4728992188373 1825.6212759353407 50 TCGA 1 100 100 0.0 0.0015 75 5426 -43 1824.174979134002 1825.4148581039965 50 TCGA 1 100 100 0.0 0.0015 75 5426 -44 1823.9189087690713 1824.0382399055827 50 TCGA 1 100 100 0.0 0.0015 75 5426 -45 1823.4901489298688 1824.2564605252826 50 TCGA 1 100 100 0.0 0.0015 75 5426 -46 1823.12328899906 1824.313847067368 50 TCGA 1 100 100 0.0 0.0015 75 5426 -47 1823.0723778032434 1823.1739213646356 50 TCGA 1 100 100 0.0 0.0015 75 5426 -48 1822.7389720870337 1823.4471545962233 50 TCGA 1 100 100 0.0 0.0015 75 5426 -49 1822.483969833931 1823.150494292753 50 TCGA 1 100 100 0.0 0.0015 75 5426 -50 1822.3538757589915 1823.6081211722676 50 TCGA 1 100 100 0.0 0.0015 75 5426 -51 1821.6501943232931 1822.7052535627356 50 TCGA 1 100 100 0.0 0.0015 75 5426 -52 1822.0521861554416 1824.4316847911432 50 TCGA 1 100 100 0.0 0.0015 75 5426 -53 1821.7322494450632 1823.2952770444017 50 TCGA 1 100 100 0.0 0.0015 75 5426 -54 1821.5000454272154 1824.0941106901696 50 TCGA 1 100 100 0.0 0.0015 75 5426 -55 1821.2796465719048 1821.609490936126 50 TCGA 1 100 100 0.0 0.0015 75 5426 -56 1821.1632640628707 1821.548172380457 50 TCGA 1 100 100 0.0 0.0015 75 5426 -57 1820.8222391916474 1822.7281917399498 50 TCGA 1 100 100 0.0 0.0015 75 5426 -58 1821.0021779720028 1822.270559339667 50 TCGA 1 100 100 0.0 0.0015 75 5426 -59 1820.6531137644627 1821.2268679824906 50 TCGA 1 100 100 0.0 0.0015 75 5426 -60 1820.2891511198586 1820.6763020424387 50 TCGA 1 100 100 0.0 0.0015 75 5426 -61 1820.1964855140868 1821.6645299250158 50 TCGA 1 100 100 0.0 0.0015 75 5426 -62 1820.751878566595 1822.3357958002905 50 TCGA 1 100 100 0.0 0.0015 75 5426 -63 1820.126880678538 1820.9874997546326 50 TCGA 1 100 100 0.0 0.0015 75 5426 -64 1820.2733996349036 1820.8511441484768 50 TCGA 1 100 100 0.0 0.0015 75 5426 -65 1819.8527845792944 1820.7353399075455 50 TCGA 1 100 100 0.0 0.0015 75 5426 -66 1819.7850701099715 1822.048133121663 50 TCGA 1 100 100 0.0 0.0015 75 5426 -67 1820.1521297352217 1820.0210402598932 50 TCGA 1 100 100 0.0 0.0015 75 5426 -68 1820.0109219887997 1821.2821308691896 50 TCGA 1 100 100 0.0 0.0015 75 5426 -69 1819.75096105675 1821.235185939463 50 TCGA 1 100 100 0.0 0.0015 75 5426 -70 1819.2409903825107 1820.043622654287 50 TCGA 1 100 100 0.0 0.0015 75 5426 -71 1819.1832649408939 1820.3566968141488 50 TCGA 1 100 100 0.0 0.0015 75 5426 -72 1819.2229556962839 1820.0283074307083 50 TCGA 1 100 100 0.0 0.0015 75 5426 -73 1819.193995287887 1821.4843621182083 50 TCGA 1 100 100 0.0 0.0015 75 5426 -74 1819.1392660940421 1820.069597867266 50 TCGA 1 100 100 0.0 0.0015 75 5426 -75 1819.161901478044 1820.2208061793342 50 TCGA 1 100 100 0.0 0.0015 75 5426 -76 1818.935726935183 1821.314813201751 50 TCGA 1 100 100 0.0 0.0015 75 5426 -77 1818.9172270628262 1819.3557797532585 50 TCGA 1 100 100 0.0 0.0015 75 5426 -78 1818.7807301213559 1820.107860469339 50 TCGA 1 100 100 0.0 0.0015 75 5426 -79 1818.7525170683155 1820.6534282741834 50 TCGA 1 100 100 0.0 0.0015 75 5426 -80 1818.9429065471436 1819.5296863958465 50 TCGA 1 100 100 0.0 0.0015 75 5426 -81 1819.2839656999727 1820.1695844947394 50 TCGA 1 100 100 0.0 0.0015 75 5426 -82 1819.1092773328496 1819.63209602701 50 TCGA 1 100 100 0.0 0.0015 75 5426 -83 1818.7609805373131 1819.7452619543028 50 TCGA 1 100 100 0.0 0.0015 75 5426 -84 1818.9906591753274 1820.6483295383166 50 TCGA 1 100 100 0.0 0.0015 75 5426 -85 1818.4594147617574 1820.961821436283 50 TCGA 1 100 100 0.0 0.0015 75 5426 -86 1819.0522357656669 1819.565982377709 50 TCGA 1 100 100 0.0 0.0015 75 5426 -87 1818.4614867278408 1820.026757321765 50 TCGA 1 100 100 0.0 0.0015 75 5426 -88 1818.5986503348151 1820.6751758057867 50 TCGA 1 100 100 0.0 0.0015 75 5426 -89 1818.543968135111 1821.462250829342 50 TCGA 1 100 100 0.0 0.0015 75 5426 -90 1818.4452182664604 1819.8976627522377 50 TCGA 1 100 100 0.0 0.0015 75 5426 -91 1818.581121874542 1818.865013544284 50 TCGA 1 100 100 0.0 0.0015 75 5426 -92 1818.4724297134428 1818.8691259029522 50 TCGA 1 100 100 0.0 0.0015 75 5426 -93 1818.434049602704 1820.1716688913316 50 TCGA 1 100 100 0.0 0.0015 75 5426 -94 1818.6508012684958 1818.5810270836605 50 TCGA 1 100 100 0.0 0.0015 75 5426 -95 1818.6350121364515 1819.093964083111 50 TCGA 1 100 100 0.0 0.0015 75 5426 -96 1818.0309165037427 1818.570781151853 50 TCGA 1 100 100 0.0 0.0015 75 5426 -97 1818.2574661413278 1819.197720168224 50 TCGA 1 100 100 0.0 0.0015 75 5426 -98 1817.7834833594143 1819.3041642538867 50 TCGA 1 100 100 0.0 0.0015 75 5426 -99 1818.2110971765255 1819.5211175506438 50 TCGA 1 100 100 0.0 0.0015 75 5426 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index 0431396e1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2457.185304165046 2592.030913846577 50 TCGA 1 100 100 1.0 0.0015 75 4118 -1 1976.58435577723 1947.5142748655387 50 TCGA 1 100 100 1.0 0.0015 75 4118 -2 1934.737830670341 1942.1689907054806 50 TCGA 1 100 100 1.0 0.0015 75 4118 -3 1914.990818238708 1911.2271207109768 50 TCGA 1 100 100 1.0 0.0015 75 4118 -4 1901.8313198930546 1891.047443639094 50 TCGA 1 100 100 1.0 0.0015 75 4118 -5 1890.6426273945892 1881.628432077379 50 TCGA 1 100 100 1.0 0.0015 75 4118 -6 1882.6267783242367 1885.3310878121074 50 TCGA 1 100 100 1.0 0.0015 75 4118 -7 1876.6951252319595 1872.7595337527482 50 TCGA 1 100 100 1.0 0.0015 75 4118 -8 1872.3717032567852 1869.6456544195587 50 TCGA 1 100 100 1.0 0.0015 75 4118 -9 1867.2668472155488 1865.615797493326 50 TCGA 1 100 100 1.0 0.0015 75 4118 -10 1863.4112986204732 1863.459185576319 50 TCGA 1 100 100 1.0 0.0015 75 4118 -11 1860.661660157885 1867.4916716149105 50 TCGA 1 100 100 1.0 0.0015 75 4118 -12 1856.9708395837765 1860.7309404689463 50 TCGA 1 100 100 1.0 0.0015 75 4118 -13 1855.5374149118554 1855.0435717405387 50 TCGA 1 100 100 1.0 0.0015 75 4118 -14 1853.1337109887318 1855.7735939217573 50 TCGA 1 100 100 1.0 0.0015 75 4118 -15 1850.0054027865224 1851.1766590520965 50 TCGA 1 100 100 1.0 0.0015 75 4118 -16 1848.329588263199 1848.2975246103565 50 TCGA 1 100 100 1.0 0.0015 75 4118 -17 1847.1061061889363 1846.9187717150205 50 TCGA 1 100 100 1.0 0.0015 75 4118 -18 1845.0117579503894 1843.2377150645807 50 TCGA 1 100 100 1.0 0.0015 75 4118 -19 1843.39128456665 1843.0275921845555 50 TCGA 1 100 100 1.0 0.0015 75 4118 -20 1842.2019194483637 1841.6218040888034 50 TCGA 1 100 100 1.0 0.0015 75 4118 -21 1841.0052282582676 1839.5935426644944 50 TCGA 1 100 100 1.0 0.0015 75 4118 -22 1839.757649090104 1839.9152322893765 50 TCGA 1 100 100 1.0 0.0015 75 4118 -23 1838.6253689632763 1837.243752330991 50 TCGA 1 100 100 1.0 0.0015 75 4118 -24 1837.2073816826785 1837.46571541791 50 TCGA 1 100 100 1.0 0.0015 75 4118 -25 1836.1816013292325 1835.5059992344536 50 TCGA 1 100 100 1.0 0.0015 75 4118 -26 1834.9121478259904 1834.7956929422503 50 TCGA 1 100 100 1.0 0.0015 75 4118 -27 1834.1291618359942 1833.154091993169 50 TCGA 1 100 100 1.0 0.0015 75 4118 -28 1833.0764832707944 1832.3718059290593 50 TCGA 1 100 100 1.0 0.0015 75 4118 -29 1832.2537909651564 1833.9353125490734 50 TCGA 1 100 100 1.0 0.0015 75 4118 -30 1831.590803539584 1830.689374607412 50 TCGA 1 100 100 1.0 0.0015 75 4118 -31 1831.0184391573985 1830.4336317819566 50 TCGA 1 100 100 1.0 0.0015 75 4118 -32 1830.258490856131 1829.2622769609768 50 TCGA 1 100 100 1.0 0.0015 75 4118 -33 1829.6868487857444 1829.337034905975 50 TCGA 1 100 100 1.0 0.0015 75 4118 -34 1828.7053301547544 1828.274750829342 50 TCGA 1 100 100 1.0 0.0015 75 4118 -35 1828.0786917365306 1828.3520851326948 50 TCGA 1 100 100 1.0 0.0015 75 4118 -36 1827.4559276166513 1828.148667531996 50 TCGA 1 100 100 1.0 0.0015 75 4118 -37 1827.340281344615 1827.6378406927215 50 TCGA 1 100 100 1.0 0.0015 75 4118 -38 1826.4302270401533 1826.669821887759 50 TCGA 1 100 100 1.0 0.0015 75 4118 -39 1825.9393698599392 1825.70639697511 50 TCGA 1 100 100 1.0 0.0015 75 4118 -40 1825.8063797795862 1825.155661731509 50 TCGA 1 100 100 1.0 0.0015 75 4118 -41 1825.3395868150874 1825.5348053745288 50 TCGA 1 100 100 1.0 0.0015 75 4118 -42 1825.122336744344 1824.832175403384 50 TCGA 1 100 100 1.0 0.0015 75 4118 -43 1824.676046033166 1824.5632974442526 50 TCGA 1 100 100 1.0 0.0015 75 4118 -44 1824.0804882371035 1823.7343345143688 50 TCGA 1 100 100 1.0 0.0015 75 4118 -45 1823.7310697817618 1822.8700576858903 50 TCGA 1 100 100 1.0 0.0015 75 4118 -46 1823.479166730252 1823.0191950965766 50 TCGA 1 100 100 1.0 0.0015 75 4118 -47 1823.0341542488045 1823.9916783625158 50 TCGA 1 100 100 1.0 0.0015 75 4118 -48 1822.8561133831683 1822.889644756988 50 TCGA 1 100 100 1.0 0.0015 75 4118 -49 1822.8674389166097 1822.1387154277245 50 TCGA 1 100 100 1.0 0.0015 75 4118 -50 1822.3598887063201 1822.9506418812814 50 TCGA 1 100 100 1.0 0.0015 75 4118 -51 1822.0751799157533 1822.1553709710663 50 TCGA 1 100 100 1.0 0.0015 75 4118 -52 1822.0257284677725 1822.432727602858 50 TCGA 1 100 100 1.0 0.0015 75 4118 -53 1822.0037110519536 1821.2901451839275 50 TCGA 1 100 100 1.0 0.0015 75 4118 -54 1821.3928538630191 1822.403243635168 50 TCGA 1 100 100 1.0 0.0015 75 4118 -55 1821.6654366664502 1822.353797184163 50 TCGA 1 100 100 1.0 0.0015 75 4118 -56 1821.143781837202 1820.8246137916144 50 TCGA 1 100 100 1.0 0.0015 75 4118 -57 1821.0918618274702 1820.3452074827262 50 TCGA 1 100 100 1.0 0.0015 75 4118 -58 1820.701477030343 1820.076087836644 50 TCGA 1 100 100 1.0 0.0015 75 4118 -59 1820.6654037882645 1820.9797762003377 50 TCGA 1 100 100 1.0 0.0015 75 4118 -60 1820.7696303478215 1821.0263990852702 50 TCGA 1 100 100 1.0 0.0015 75 4118 -61 1820.4204986262287 1819.5877280690563 50 TCGA 1 100 100 1.0 0.0015 75 4118 -62 1820.190879681265 1819.262087414612 50 TCGA 1 100 100 1.0 0.0015 75 4118 -63 1820.406928846647 1821.6558390095006 50 TCGA 1 100 100 1.0 0.0015 75 4118 -64 1820.457111885351 1821.640231185223 50 TCGA 1 100 100 1.0 0.0015 75 4118 -65 1820.3095552291384 1820.219728402756 50 TCGA 1 100 100 1.0 0.0015 75 4118 -66 1819.99195111225 1820.66624381674 50 TCGA 1 100 100 1.0 0.0015 75 4118 -67 1820.0086026937386 1820.5749205009422 50 TCGA 1 100 100 1.0 0.0015 75 4118 -68 1819.7459001597556 1819.9718299750707 50 TCGA 1 100 100 1.0 0.0015 75 4118 -69 1819.618675561499 1821.545611357569 50 TCGA 1 100 100 1.0 0.0015 75 4118 -70 1819.8169791452292 1820.0939450671326 50 TCGA 1 100 100 1.0 0.0015 75 4118 -71 1819.3801726801 1822.586204950534 50 TCGA 1 100 100 1.0 0.0015 75 4118 -72 1819.4511238589512 1819.6700445587312 50 TCGA 1 100 100 1.0 0.0015 75 4118 -73 1819.2622826251884 1819.1040419382066 50 TCGA 1 100 100 1.0 0.0015 75 4118 -74 1819.4429692241654 1820.6660045834642 50 TCGA 1 100 100 1.0 0.0015 75 4118 -75 1819.1284767352706 1819.050592317054 50 TCGA 1 100 100 1.0 0.0015 75 4118 -76 1819.3153451416479 1819.5842420108354 50 TCGA 1 100 100 1.0 0.0015 75 4118 -77 1819.4050513155853 1819.3824192986417 50 TCGA 1 100 100 1.0 0.0015 75 4118 -78 1819.2576134595797 1818.5112770885678 50 TCGA 1 100 100 1.0 0.0015 75 4118 -79 1819.0733332326868 1819.3303664317682 50 TCGA 1 100 100 1.0 0.0015 75 4118 -80 1819.1926845478579 1821.7908782192212 50 TCGA 1 100 100 1.0 0.0015 75 4118 -81 1818.8080897722436 1818.7775216414102 50 TCGA 1 100 100 1.0 0.0015 75 4118 -82 1818.6207177968734 1817.8897226611573 50 TCGA 1 100 100 1.0 0.0015 75 4118 -83 1818.6274020287299 1818.669428072982 50 TCGA 1 100 100 1.0 0.0015 75 4118 -84 1818.6216075925745 1818.8242715040044 50 TCGA 1 100 100 1.0 0.0015 75 4118 -85 1818.6831483480082 1819.0214494101367 50 TCGA 1 100 100 1.0 0.0015 75 4118 -86 1818.5148916379696 1819.4901141449434 50 TCGA 1 100 100 1.0 0.0015 75 4118 -87 1818.5360328017741 1818.6966203085742 50 TCGA 1 100 100 1.0 0.0015 75 4118 -88 1818.69489924042 1819.8794270424387 50 TCGA 1 100 100 1.0 0.0015 75 4118 -89 1818.4620870374545 1818.5569461074906 50 TCGA 1 100 100 1.0 0.0015 75 4118 -90 1818.6909500157838 1820.3872168459484 50 TCGA 1 100 100 1.0 0.0015 75 4118 -91 1818.4156133338986 1818.9050084406408 50 TCGA 1 100 100 1.0 0.0015 75 4118 -92 1818.2483995967525 1818.6724332109768 50 TCGA 1 100 100 1.0 0.0015 75 4118 -93 1818.3196995459787 1818.8346039278424 50 TCGA 1 100 100 1.0 0.0015 75 4118 -94 1818.3464326719072 1818.927941097087 50 TCGA 1 100 100 1.0 0.0015 75 4118 -95 1818.4777002923256 1818.2288591394472 50 TCGA 1 100 100 1.0 0.0015 75 4118 -96 1818.2123814287004 1819.3635407260913 50 TCGA 1 100 100 1.0 0.0015 75 4118 -97 1818.4027539029798 1820.2449258008794 50 TCGA 1 100 100 1.0 0.0015 75 4118 -98 1818.174331693993 1817.9885474736966 50 TCGA 1 100 100 1.0 0.0015 75 4118 -99 1817.9617405016515 1818.6225635010992 50 TCGA 1 100 100 1.0 0.0015 75 4118 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 5d4584d48..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2454.4247260142124 2523.9751823080246 50 TCGA 1 50 100 0.5 0.0015 75 2065 -1 1973.4406592080284 2067.0177216649654 50 TCGA 1 50 100 0.5 0.0015 75 2065 -2 1936.8433833939248 1944.314130466787 50 TCGA 1 50 100 0.5 0.0015 75 2065 -3 1913.9720019563952 1907.998745558849 50 TCGA 1 50 100 0.5 0.0015 75 2065 -4 1900.5330758361442 1888.748043194488 50 TCGA 1 50 100 0.5 0.0015 75 2065 -5 1889.95110366605 1879.7270661167163 50 TCGA 1 50 100 0.5 0.0015 75 2065 -6 1883.7510957578447 1875.6099700160962 50 TCGA 1 50 100 0.5 0.0015 75 2065 -7 1877.883942430447 1872.592271047621 50 TCGA 1 50 100 0.5 0.0015 75 2065 -8 1871.832598613301 1864.6032720977937 50 TCGA 1 50 100 0.5 0.0015 75 2065 -9 1867.295166206381 1860.7711292055983 50 TCGA 1 50 100 0.5 0.0015 75 2065 -10 1863.6686924515936 1857.2923038041772 50 TCGA 1 50 100 0.5 0.0015 75 2065 -11 1860.563608565758 1853.730600635011 50 TCGA 1 50 100 0.5 0.0015 75 2065 -12 1857.6400752543925 1854.401207085231 50 TCGA 1 50 100 0.5 0.0015 75 2065 -13 1855.3285930202214 1851.6722577732412 50 TCGA 1 50 100 0.5 0.0015 75 2065 -14 1853.1088437713647 1845.837222612084 50 TCGA 1 50 100 0.5 0.0015 75 2065 -15 1851.1439393472826 1845.3055254298838 50 TCGA 1 50 100 0.5 0.0015 75 2065 -16 1849.2667569061357 1843.748314325534 50 TCGA 1 50 100 0.5 0.0015 75 2065 -17 1847.2380667583313 1843.0796996456893 50 TCGA 1 50 100 0.5 0.0015 75 2065 -18 1845.9967388600587 1839.9988780572785 50 TCGA 1 50 100 0.5 0.0015 75 2065 -19 1843.925322386074 1838.6992261110238 50 TCGA 1 50 100 0.5 0.0015 75 2065 -20 1842.7026084050867 1836.8624696971185 50 TCGA 1 50 100 0.5 0.0015 75 2065 -21 1841.1341535975084 1836.398084784273 50 TCGA 1 50 100 0.5 0.0015 75 2065 -22 1839.9879048063574 1837.2170312009266 50 TCGA 1 50 100 0.5 0.0015 75 2065 -23 1838.7874926313623 1834.887460373155 50 TCGA 1 50 100 0.5 0.0015 75 2065 -24 1837.5542425476476 1834.9143679824906 50 TCGA 1 50 100 0.5 0.0015 75 2065 -25 1836.6151276469325 1832.685481239204 50 TCGA 1 50 100 0.5 0.0015 75 2065 -26 1835.4048781362492 1830.980439919323 50 TCGA 1 50 100 0.5 0.0015 75 2065 -27 1834.504192738491 1830.2321495171168 50 TCGA 1 50 100 0.5 0.0015 75 2065 -28 1833.360250529866 1829.20704045128 50 TCGA 1 50 100 0.5 0.0015 75 2065 -29 1832.7610288803726 1827.0933531181297 50 TCGA 1 50 100 0.5 0.0015 75 2065 -30 1831.9610953098404 1827.161391061754 50 TCGA 1 50 100 0.5 0.0015 75 2065 -31 1830.9512129965765 1826.100999381674 50 TCGA 1 50 100 0.5 0.0015 75 2065 -32 1830.4137243438424 1827.028049794873 50 TCGA 1 50 100 0.5 0.0015 75 2065 -33 1829.8272434476896 1825.6667173759422 50 TCGA 1 50 100 0.5 0.0015 75 2065 -34 1828.9710387604512 1824.117827295658 50 TCGA 1 50 100 0.5 0.0015 75 2065 -35 1828.294315134179 1823.7517028501884 50 TCGA 1 50 100 0.5 0.0015 75 2065 -36 1827.6674942440693 1824.9977714500235 50 TCGA 1 50 100 0.5 0.0015 75 2065 -37 1827.5619396674258 1822.914830500157 50 TCGA 1 50 100 0.5 0.0015 75 2065 -38 1826.6011719812784 1822.7258503209407 50 TCGA 1 50 100 0.5 0.0015 75 2065 -39 1826.208496066499 1822.8061670657978 50 TCGA 1 50 100 0.5 0.0015 75 2065 -40 1826.1008986685874 1823.059869660804 50 TCGA 1 50 100 0.5 0.0015 75 2065 -41 1825.3693679654582 1820.9303733020572 50 TCGA 1 50 100 0.5 0.0015 75 2065 -42 1825.1094681571299 1820.907021680669 50 TCGA 1 50 100 0.5 0.0015 75 2065 -43 1824.7820812335622 1820.2349172620918 50 TCGA 1 50 100 0.5 0.0015 75 2065 -44 1824.249772727669 1820.3148316043107 50 TCGA 1 50 100 0.5 0.0015 75 2065 -45 1824.0919404871324 1819.827177268177 50 TCGA 1 50 100 0.5 0.0015 75 2065 -46 1823.6961704666746 1819.578048322668 50 TCGA 1 50 100 0.5 0.0015 75 2065 -47 1823.4009276853235 1822.5873348676978 50 TCGA 1 50 100 0.5 0.0015 75 2065 -48 1823.314308531836 1820.0845462664886 50 TCGA 1 50 100 0.5 0.0015 75 2065 -49 1822.9419859306981 1819.2507042046168 50 TCGA 1 50 100 0.5 0.0015 75 2065 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 988148b6e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2455.882151162043 2629.050982451319 50 TCGA 1 50 100 0.0 0.0015 75 30 -1 1973.1300111232638 2155.5725109924624 50 TCGA 1 50 100 0.0 0.0015 75 30 -2 1934.4910833488846 1929.984449837076 50 TCGA 1 50 100 0.0 0.0015 75 30 -3 1913.7517771524488 1922.819934634108 50 TCGA 1 50 100 0.0 0.0015 75 30 -4 1899.3804786665949 1899.838658625157 50 TCGA 1 50 100 0.0 0.0015 75 30 -5 1890.6233115491623 1887.440238914298 50 TCGA 1 50 100 0.0 0.0015 75 30 -6 1883.2630567136573 1878.09157788454 50 TCGA 1 50 100 0.0 0.0015 75 30 -7 1876.0643809919234 1873.1284701093357 50 TCGA 1 50 100 0.0 0.0015 75 30 -8 1871.5223305692948 1867.4973530985003 50 TCGA 1 50 100 0.0 0.0015 75 30 -9 1867.6801558336065 1865.1175899026382 50 TCGA 1 50 100 0.0 0.0015 75 30 -10 1863.808196677442 1866.0117445135836 50 TCGA 1 50 100 0.0 0.0015 75 30 -11 1860.9090149150602 1858.0976844672582 50 TCGA 1 50 100 0.0 0.0015 75 30 -12 1857.9606499487247 1859.2023931915437 50 TCGA 1 50 100 0.0 0.0015 75 30 -13 1854.6965626613253 1855.103485567486 50 TCGA 1 50 100 0.0 0.0015 75 30 -14 1852.396118954338 1852.00747021239 50 TCGA 1 50 100 0.0 0.0015 75 30 -15 1850.414407428001 1852.6938771003454 50 TCGA 1 50 100 0.0 0.0015 75 30 -16 1848.5364357741473 1848.8041127267195 50 TCGA 1 50 100 0.0 0.0015 75 30 -17 1846.838911769938 1847.9202758175643 50 TCGA 1 50 100 0.0 0.0015 75 30 -18 1845.2944022961155 1844.5960171953518 50 TCGA 1 50 100 0.0 0.0015 75 30 -19 1843.7774957281522 1844.7081924515153 50 TCGA 1 50 100 0.0 0.0015 75 30 -20 1842.0213114817982 1842.6660591777245 50 TCGA 1 50 100 0.0 0.0015 75 30 -21 1840.8024543722183 1843.479449248194 50 TCGA 1 50 100 0.0 0.0015 75 30 -22 1839.4750309460983 1839.3812304932867 50 TCGA 1 50 100 0.0 0.0015 75 30 -23 1838.4758352012902 1838.542346743483 50 TCGA 1 50 100 0.0 0.0015 75 30 -24 1837.3020964319226 1837.2910321873037 50 TCGA 1 50 100 0.0 0.0015 75 30 -25 1836.1475381664911 1836.4383698276538 50 TCGA 1 50 100 0.0 0.0015 75 30 -26 1835.115923740486 1835.321604359689 50 TCGA 1 50 100 0.0 0.0015 75 30 -27 1834.0107829684405 1834.3906237731626 50 TCGA 1 50 100 0.0 0.0015 75 30 -28 1833.2106156262425 1832.8952127581265 50 TCGA 1 50 100 0.0 0.0015 75 30 -29 1832.104545326714 1832.7649839775047 50 TCGA 1 50 100 0.0 0.0015 75 30 -30 1831.5638353475729 1832.0381705892744 50 TCGA 1 50 100 0.0 0.0015 75 30 -31 1830.634454610718 1831.0876691808653 50 TCGA 1 50 100 0.0 0.0015 75 30 -32 1829.9663440335182 1831.73936270709 50 TCGA 1 50 100 0.0 0.0015 75 30 -33 1829.0720200400783 1830.6094621054492 50 TCGA 1 50 100 0.0 0.0015 75 30 -34 1828.3626587172946 1829.1993714912453 50 TCGA 1 50 100 0.0 0.0015 75 30 -35 1827.9846087580402 1829.0696990813442 50 TCGA 1 50 100 0.0 0.0015 75 30 -36 1827.4272679080786 1828.4264124577967 50 TCGA 1 50 100 0.0 0.0015 75 30 -37 1826.8034107418168 1827.4398481666144 50 TCGA 1 50 100 0.0 0.0015 75 30 -38 1826.2827703129142 1826.9271792311165 50 TCGA 1 50 100 0.0 0.0015 75 30 -39 1825.7763869307619 1827.7226071765076 50 TCGA 1 50 100 0.0 0.0015 75 30 -40 1825.2072337921581 1826.944703375275 50 TCGA 1 50 100 0.0 0.0015 75 30 -41 1825.0026092035375 1825.8993674426822 50 TCGA 1 50 100 0.0 0.0015 75 30 -42 1824.9954943669163 1828.0391618738222 50 TCGA 1 50 100 0.0 0.0015 75 30 -43 1824.4367856590832 1825.252154326319 50 TCGA 1 50 100 0.0 0.0015 75 30 -44 1824.0297502887504 1827.7189401597832 50 TCGA 1 50 100 0.0 0.0015 75 30 -45 1823.6331731926346 1826.2566187872958 50 TCGA 1 50 100 0.0 0.0015 75 30 -46 1823.5178613978871 1824.4478968327967 50 TCGA 1 50 100 0.0 0.0015 75 30 -47 1822.8618184364404 1824.4623551105135 50 TCGA 1 50 100 0.0 0.0015 75 30 -48 1822.9308524887028 1824.307125225738 50 TCGA 1 50 100 0.0 0.0015 75 30 -49 1822.5339779628682 1826.995739194017 50 TCGA 1 50 100 0.0 0.0015 75 30 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index f105e0b6f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0015lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2457.942826702068 2428.971891930355 50 TCGA 1 50 100 1.0 0.0015 75 6995 -1 1971.50364614036 2018.5908822677843 50 TCGA 1 50 100 1.0 0.0015 75 6995 -2 1934.6485430154034 1948.5044166143216 50 TCGA 1 50 100 1.0 0.0015 75 6995 -3 1911.982651940546 1910.520572221459 50 TCGA 1 50 100 1.0 0.0015 75 6995 -4 1900.2733278697137 1893.1141756144002 50 TCGA 1 50 100 1.0 0.0015 75 6995 -5 1888.9030692501517 1887.1146448796717 50 TCGA 1 50 100 1.0 0.0015 75 6995 -6 1882.393533363687 1876.651536491049 50 TCGA 1 50 100 1.0 0.0015 75 6995 -7 1876.3128066268905 1877.325632066583 50 TCGA 1 50 100 1.0 0.0015 75 6995 -8 1871.1749065512856 1871.0621742746937 50 TCGA 1 50 100 1.0 0.0015 75 6995 -9 1868.0951185118927 1866.752829700259 50 TCGA 1 50 100 1.0 0.0015 75 6995 -10 1863.6177275034183 1864.3262632743797 50 TCGA 1 50 100 1.0 0.0015 75 6995 -11 1860.613565817304 1860.4217382076397 50 TCGA 1 50 100 1.0 0.0015 75 6995 -12 1857.5760698340835 1857.6540355586526 50 TCGA 1 50 100 1.0 0.0015 75 6995 -13 1855.1074841705095 1855.8536070243797 50 TCGA 1 50 100 1.0 0.0015 75 6995 -14 1853.0278729348195 1853.896356170501 50 TCGA 1 50 100 1.0 0.0015 75 6995 -15 1850.4819229114055 1852.6556040701555 50 TCGA 1 50 100 1.0 0.0015 75 6995 -16 1848.7008150792412 1850.019973524851 50 TCGA 1 50 100 1.0 0.0015 75 6995 -17 1846.786793128549 1850.603031024262 50 TCGA 1 50 100 1.0 0.0015 75 6995 -18 1845.23921906175 1845.9558399909704 50 TCGA 1 50 100 1.0 0.0015 75 6995 -19 1843.4790144659655 1849.4888345536276 50 TCGA 1 50 100 1.0 0.0015 75 6995 -20 1842.0942390033983 1842.6023354075062 50 TCGA 1 50 100 1.0 0.0015 75 6995 -21 1840.499030073089 1842.5072254583465 50 TCGA 1 50 100 1.0 0.0015 75 6995 -22 1839.227430494998 1840.971863099678 50 TCGA 1 50 100 1.0 0.0015 75 6995 -23 1838.2480497090914 1844.8487009019707 50 TCGA 1 50 100 1.0 0.0015 75 6995 -24 1836.8786763615847 1838.4082466777245 50 TCGA 1 50 100 1.0 0.0015 75 6995 -25 1835.9770028469538 1839.511838366638 50 TCGA 1 50 100 1.0 0.0015 75 6995 -26 1834.7715985698085 1837.702907236377 50 TCGA 1 50 100 1.0 0.0015 75 6995 -27 1833.6788983009185 1837.1663566857726 50 TCGA 1 50 100 1.0 0.0015 75 6995 -28 1833.2896955787955 1835.490838592376 50 TCGA 1 50 100 1.0 0.0015 75 6995 -29 1832.2999045619715 1835.5123689737752 50 TCGA 1 50 100 1.0 0.0015 75 6995 -30 1831.1513135713956 1834.6678669225032 50 TCGA 1 50 100 1.0 0.0015 75 6995 -31 1830.8206229147627 1833.9149280337233 50 TCGA 1 50 100 1.0 0.0015 75 6995 -32 1830.0734765723103 1833.0611621339117 50 TCGA 1 50 100 1.0 0.0015 75 6995 -33 1829.0747110780055 1831.5348955470713 50 TCGA 1 50 100 1.0 0.0015 75 6995 -34 1828.4158695057868 1831.5555150017667 50 TCGA 1 50 100 1.0 0.0015 75 6995 -35 1827.879365236555 1833.9704516233512 50 TCGA 1 50 100 1.0 0.0015 75 6995 -36 1827.3528086826968 1832.7562384677292 50 TCGA 1 50 100 1.0 0.0015 75 6995 -37 1826.6388693348692 1830.973611342847 50 TCGA 1 50 100 1.0 0.0015 75 6995 -38 1826.3954521389542 1829.0342336683418 50 TCGA 1 50 100 1.0 0.0015 75 6995 -39 1825.5764660618643 1828.6343902127826 50 TCGA 1 50 100 1.0 0.0015 75 6995 -40 1825.5587895611911 1828.3374919028738 50 TCGA 1 50 100 1.0 0.0015 75 6995 -41 1824.6417437848374 1830.574092385757 50 TCGA 1 50 100 1.0 0.0015 75 6995 -42 1824.6931649672292 1827.4464270816975 50 TCGA 1 50 100 1.0 0.0015 75 6995 -43 1824.1584276313667 1826.2613825965766 50 TCGA 1 50 100 1.0 0.0015 75 6995 -44 1823.8166917029575 1827.2979153580402 50 TCGA 1 50 100 1.0 0.0015 75 6995 -45 1823.8019616081986 1828.086076746035 50 TCGA 1 50 100 1.0 0.0015 75 6995 -46 1823.1376568887606 1829.6721608530936 50 TCGA 1 50 100 1.0 0.0015 75 6995 -47 1822.9652026849528 1825.7655955559046 50 TCGA 1 50 100 1.0 0.0015 75 6995 -48 1822.8168387623261 1825.6439583169756 50 TCGA 1 50 100 1.0 0.0015 75 6995 -49 1822.4297878513619 1825.628596473579 50 TCGA 1 50 100 1.0 0.0015 75 6995 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 70880f352..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3119.361405190486 4117.725566308103 100 TCGA 1 100 100 0.5 0.001 75 6875 -1 2077.9202192229664 2546.6458366048996 100 TCGA 1 100 100 0.5 0.001 75 6875 -2 1999.2156838128471 2322.98733658527 100 TCGA 1 100 100 0.5 0.001 75 6875 -3 1972.9310795975284 2090.524686420383 100 TCGA 1 100 100 0.5 0.001 75 6875 -4 1952.1569112017028 1952.002644447825 100 TCGA 1 100 100 0.5 0.001 75 6875 -5 1937.6290434990522 1932.0323130545305 100 TCGA 1 100 100 0.5 0.001 75 6875 -6 1927.9879151616915 1936.8398308682083 100 TCGA 1 100 100 0.5 0.001 75 6875 -7 1919.6368958262117 1940.1816038198806 100 TCGA 1 100 100 0.5 0.001 75 6875 -8 1911.937122616202 1911.2245811577418 100 TCGA 1 100 100 0.5 0.001 75 6875 -9 1907.018701855872 1896.1541263446136 100 TCGA 1 100 100 0.5 0.001 75 6875 -10 1901.8758345172932 1908.9930769570508 100 TCGA 1 100 100 0.5 0.001 75 6875 -11 1896.6592204275642 1914.9181625902952 100 TCGA 1 100 100 0.5 0.001 75 6875 -12 1893.552710162594 1888.2586111710898 100 TCGA 1 100 100 0.5 0.001 75 6875 -13 1888.6376234246811 1886.9846792556532 100 TCGA 1 100 100 0.5 0.001 75 6875 -14 1885.9858103991753 1878.641024335545 100 TCGA 1 100 100 0.5 0.001 75 6875 -15 1883.0929406352682 1881.3094279993718 100 TCGA 1 100 100 0.5 0.001 75 6875 -16 1880.285683622636 1878.3262368973776 100 TCGA 1 100 100 0.5 0.001 75 6875 -17 1877.9640788450772 1873.7345130191975 100 TCGA 1 100 100 0.5 0.001 75 6875 -18 1876.6007649076478 1872.2780399801743 100 TCGA 1 100 100 0.5 0.001 75 6875 -19 1874.7524331764846 1869.6277677449748 100 TCGA 1 100 100 0.5 0.001 75 6875 -20 1872.0869533582675 1868.0068868512485 100 TCGA 1 100 100 0.5 0.001 75 6875 -21 1869.6645860166366 1866.9843664121388 100 TCGA 1 100 100 0.5 0.001 75 6875 -22 1868.575775143078 1862.3718727916928 100 TCGA 1 100 100 0.5 0.001 75 6875 -23 1866.1012968039297 1864.356431203871 100 TCGA 1 100 100 0.5 0.001 75 6875 -24 1864.996517296787 1864.2576125255182 100 TCGA 1 100 100 0.5 0.001 75 6875 -25 1863.16098306892 1856.8759655209642 100 TCGA 1 100 100 0.5 0.001 75 6875 -26 1861.6938295889172 1859.8823358737045 100 TCGA 1 100 100 0.5 0.001 75 6875 -27 1860.7950846581257 1855.8180477583228 100 TCGA 1 100 100 0.5 0.001 75 6875 -28 1859.3660877635268 1854.2902684810772 100 TCGA 1 100 100 0.5 0.001 75 6875 -29 1857.3688781445335 1853.2593583150126 100 TCGA 1 100 100 0.5 0.001 75 6875 -30 1855.537409597934 1850.575494660804 100 TCGA 1 100 100 0.5 0.001 75 6875 -31 1855.1944525440113 1850.4241642784234 100 TCGA 1 100 100 0.5 0.001 75 6875 -32 1853.7119323614652 1849.4833248272614 100 TCGA 1 100 100 0.5 0.001 75 6875 -33 1852.1726169869335 1848.0101974717336 100 TCGA 1 100 100 0.5 0.001 75 6875 -34 1851.3363623957055 1848.2211043008008 100 TCGA 1 100 100 0.5 0.001 75 6875 -35 1850.5176837357815 1846.5261144590138 100 TCGA 1 100 100 0.5 0.001 75 6875 -36 1849.2032979885798 1845.967502919873 100 TCGA 1 100 100 0.5 0.001 75 6875 -37 1847.8823907926474 1844.5841401833386 100 TCGA 1 100 100 0.5 0.001 75 6875 -38 1847.393915489138 1844.942869253494 100 TCGA 1 100 100 0.5 0.001 75 6875 -39 1846.470087950032 1842.308367398516 100 TCGA 1 100 100 0.5 0.001 75 6875 -40 1845.684616162104 1842.914360008048 100 TCGA 1 100 100 0.5 0.001 75 6875 -41 1844.903483449887 1839.9163407368876 100 TCGA 1 100 100 0.5 0.001 75 6875 -42 1844.1471872024204 1840.5699174583856 100 TCGA 1 100 100 0.5 0.001 75 6875 -43 1842.88854259683 1839.7035752492934 100 TCGA 1 100 100 0.5 0.001 75 6875 -44 1842.2747847289563 1842.905870293852 100 TCGA 1 100 100 0.5 0.001 75 6875 -45 1841.3227083427803 1838.3299437863143 100 TCGA 1 100 100 0.5 0.001 75 6875 -46 1840.4337186135276 1836.741307244229 100 TCGA 1 100 100 0.5 0.001 75 6875 -47 1840.1378536946088 1837.226149055826 100 TCGA 1 100 100 0.5 0.001 75 6875 -48 1838.9688507464996 1838.530494268216 100 TCGA 1 100 100 0.5 0.001 75 6875 -49 1838.2866378802914 1836.14926806886 100 TCGA 1 100 100 0.5 0.001 75 6875 -50 1837.6383160875237 1833.651424235435 100 TCGA 1 100 100 0.5 0.001 75 6875 -51 1837.4784561772074 1832.494438133048 100 TCGA 1 100 100 0.5 0.001 75 6875 -52 1836.5400212404252 1832.401169053274 100 TCGA 1 100 100 0.5 0.001 75 6875 -53 1835.716713201176 1831.5273707404208 100 TCGA 1 100 100 0.5 0.001 75 6875 -54 1835.1831838014018 1831.3132937637406 100 TCGA 1 100 100 0.5 0.001 75 6875 -55 1834.382965677191 1830.3580941818468 100 TCGA 1 100 100 0.5 0.001 75 6875 -56 1833.7956280134022 1835.587309717533 100 TCGA 1 100 100 0.5 0.001 75 6875 -57 1833.3130423742448 1829.27280322511 100 TCGA 1 100 100 0.5 0.001 75 6875 -58 1832.61655846796 1831.6194921138897 100 TCGA 1 100 100 0.5 0.001 75 6875 -59 1832.1616138450163 1828.8174662374372 100 TCGA 1 100 100 0.5 0.001 75 6875 -60 1831.8055340485562 1830.171007012602 100 TCGA 1 100 100 0.5 0.001 75 6875 -61 1831.4805947853154 1828.276616848893 100 TCGA 1 100 100 0.5 0.001 75 6875 -62 1830.722159343847 1827.4272982343357 100 TCGA 1 100 100 0.5 0.001 75 6875 -63 1830.2256280537335 1825.988716163827 100 TCGA 1 100 100 0.5 0.001 75 6875 -64 1829.8011925066405 1825.6887875657585 100 TCGA 1 100 100 0.5 0.001 75 6875 -65 1829.0231345656036 1826.4982045235945 100 TCGA 1 100 100 0.5 0.001 75 6875 -66 1828.8344522725924 1826.3317999911667 100 TCGA 1 100 100 0.5 0.001 75 6875 -67 1828.6335108719018 1825.263798239243 100 TCGA 1 100 100 0.5 0.001 75 6875 -68 1828.0104221668023 1824.8673874744818 100 TCGA 1 100 100 0.5 0.001 75 6875 -69 1827.651417315492 1824.2922516635913 100 TCGA 1 100 100 0.5 0.001 75 6875 -70 1827.2788502875949 1823.3972977681376 100 TCGA 1 100 100 0.5 0.001 75 6875 -71 1826.9212274373622 1823.895253243758 100 TCGA 1 100 100 0.5 0.001 75 6875 -72 1826.6237886166757 1823.9208861691268 100 TCGA 1 100 100 0.5 0.001 75 6875 -73 1826.0313702172527 1822.706733741952 100 TCGA 1 100 100 0.5 0.001 75 6875 -74 1825.7609045891134 1822.421108840099 100 TCGA 1 100 100 0.5 0.001 75 6875 -75 1825.2024513037693 1823.3865292036353 100 TCGA 1 100 100 0.5 0.001 75 6875 -76 1824.9905800251493 1821.5646892911825 100 TCGA 1 100 100 0.5 0.001 75 6875 -77 1824.8127164946081 1821.1386516321843 100 TCGA 1 100 100 0.5 0.001 75 6875 -78 1824.3586384223659 1821.0478797797582 100 TCGA 1 100 100 0.5 0.001 75 6875 -79 1823.8390029650047 1821.4996393098304 100 TCGA 1 100 100 0.5 0.001 75 6875 -80 1823.5379184399721 1821.4579734610552 100 TCGA 1 100 100 0.5 0.001 75 6875 -81 1823.41425425081 1821.3163927547896 100 TCGA 1 100 100 0.5 0.001 75 6875 -82 1823.3147911857795 1820.2492369071922 100 TCGA 1 100 100 0.5 0.001 75 6875 -83 1822.8534692848802 1820.3887675683104 100 TCGA 1 100 100 0.5 0.001 75 6875 -84 1822.4173924620363 1820.560739488458 100 TCGA 1 100 100 0.5 0.001 75 6875 -85 1822.3117468265807 1819.214814919323 100 TCGA 1 100 100 0.5 0.001 75 6875 -86 1822.0039903870888 1818.3427010540986 100 TCGA 1 100 100 0.5 0.001 75 6875 -87 1821.660829210457 1818.3581819007145 100 TCGA 1 100 100 0.5 0.001 75 6875 -88 1821.3399371932642 1818.2642000284627 100 TCGA 1 100 100 0.5 0.001 75 6875 -89 1821.0460656216426 1817.9370362554962 100 TCGA 1 100 100 0.5 0.001 75 6875 -90 1820.9657447185616 1817.5854216149105 100 TCGA 1 100 100 0.5 0.001 75 6875 -91 1820.8000226672812 1817.750320817957 100 TCGA 1 100 100 0.5 0.001 75 6875 -92 1820.8750635354245 1817.3136023133245 100 TCGA 1 100 100 0.5 0.001 75 6875 -93 1820.3973822505868 1819.6945610621467 100 TCGA 1 100 100 0.5 0.001 75 6875 -94 1819.8565501738824 1817.018014879083 100 TCGA 1 100 100 0.5 0.001 75 6875 -95 1819.9274686380534 1816.7404895571608 100 TCGA 1 100 100 0.5 0.001 75 6875 -96 1819.6074385934144 1817.0600555266567 100 TCGA 1 100 100 0.5 0.001 75 6875 -97 1819.6802436086878 1816.5307359551664 100 TCGA 1 100 100 0.5 0.001 75 6875 -98 1819.3559595655818 1815.8448927989557 100 TCGA 1 100 100 0.5 0.001 75 6875 -99 1818.997004460751 1817.9322031299073 100 TCGA 1 100 100 0.5 0.001 75 6875 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index 7e1181f90..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3112.427007594057 4540.526470241834 100 TCGA 1 100 100 0.0 0.001 75 8642 -1 2077.6839469622682 2783.6346098166614 100 TCGA 1 100 100 0.0 0.001 75 8642 -2 2003.449738560517 2220.589827801115 100 TCGA 1 100 100 0.0 0.001 75 8642 -3 1972.4454498171792 2085.0029517705716 100 TCGA 1 100 100 0.0 0.001 75 8642 -4 1954.7209973799916 1993.7622702133715 100 TCGA 1 100 100 0.0 0.001 75 8642 -5 1939.8290827048918 1936.5759596321452 100 TCGA 1 100 100 0.0 0.001 75 8642 -6 1929.175976625177 1940.1532884147298 100 TCGA 1 100 100 0.0 0.001 75 8642 -7 1919.3867154526436 1917.5653597577732 100 TCGA 1 100 100 0.0 0.001 75 8642 -8 1911.587972255008 1910.2365182847832 100 TCGA 1 100 100 0.0 0.001 75 8642 -9 1907.4657138705666 1899.019934266057 100 TCGA 1 100 100 0.0 0.001 75 8642 -10 1901.5351819203281 1900.5707308515232 100 TCGA 1 100 100 0.0 0.001 75 8642 -11 1897.6870303038495 1896.4717379622723 100 TCGA 1 100 100 0.0 0.001 75 8642 -12 1893.3172269510976 1899.3374802479193 100 TCGA 1 100 100 0.0 0.001 75 8642 -13 1888.5581223915458 1893.0629361406643 100 TCGA 1 100 100 0.0 0.001 75 8642 -14 1886.1584018520352 1882.6487092444645 100 TCGA 1 100 100 0.0 0.001 75 8642 -15 1883.6319562773817 1882.602496123194 100 TCGA 1 100 100 0.0 0.001 75 8642 -16 1880.3167776386044 1885.1369996957444 100 TCGA 1 100 100 0.0 0.001 75 8642 -17 1877.8175752037057 1876.356431203871 100 TCGA 1 100 100 0.0 0.001 75 8642 -18 1876.2705415899645 1874.4957968553706 100 TCGA 1 100 100 0.0 0.001 75 8642 -19 1873.55743442948 1869.9725053490106 100 TCGA 1 100 100 0.0 0.001 75 8642 -20 1871.1081295530769 1870.137570788513 100 TCGA 1 100 100 0.0 0.001 75 8642 -21 1869.3717344181655 1871.5272431493404 100 TCGA 1 100 100 0.0 0.001 75 8642 -22 1867.8760436950404 1867.2076109306297 100 TCGA 1 100 100 0.0 0.001 75 8642 -23 1865.7278592875791 1863.5562419028738 100 TCGA 1 100 100 0.0 0.001 75 8642 -24 1864.9335657497218 1862.005032486652 100 TCGA 1 100 100 0.0 0.001 75 8642 -25 1861.8544652636315 1863.8808581481626 100 TCGA 1 100 100 0.0 0.001 75 8642 -26 1860.9293563881947 1862.7474616736024 100 TCGA 1 100 100 0.0 0.001 75 8642 -27 1859.6878087252082 1861.2049333581972 100 TCGA 1 100 100 0.0 0.001 75 8642 -28 1858.5910574905254 1855.365858221773 100 TCGA 1 100 100 0.0 0.001 75 8642 -29 1856.905859808289 1856.327686405661 100 TCGA 1 100 100 0.0 0.001 75 8642 -30 1855.6487248332683 1853.95361328125 100 TCGA 1 100 100 0.0 0.001 75 8642 -31 1854.1450937626444 1852.71000203655 100 TCGA 1 100 100 0.0 0.001 75 8642 -32 1853.6296300878482 1852.576197025165 100 TCGA 1 100 100 0.0 0.001 75 8642 -33 1852.9379401153215 1851.8563066798838 100 TCGA 1 100 100 0.0 0.001 75 8642 -34 1850.9443385399588 1851.747432229507 100 TCGA 1 100 100 0.0 0.001 75 8642 -35 1850.036820679188 1850.833726125746 100 TCGA 1 100 100 0.0 0.001 75 8642 -36 1848.7692459469222 1847.6637226660646 100 TCGA 1 100 100 0.0 0.001 75 8642 -37 1848.2598813731086 1847.3396094240734 100 TCGA 1 100 100 0.0 0.001 75 8642 -38 1847.1005591907622 1847.4006942672347 100 TCGA 1 100 100 0.0 0.001 75 8642 -39 1845.821819473609 1846.0431429608982 100 TCGA 1 100 100 0.0 0.001 75 8642 -40 1845.163356770361 1845.6407814217573 100 TCGA 1 100 100 0.0 0.001 75 8642 -41 1844.5244986083521 1845.5757167183574 100 TCGA 1 100 100 0.0 0.001 75 8642 -42 1843.297850595094 1845.2987661697157 100 TCGA 1 100 100 0.0 0.001 75 8642 -43 1842.2706065015584 1841.7419047139997 100 TCGA 1 100 100 0.0 0.001 75 8642 -44 1841.8747006763451 1841.8500786402717 100 TCGA 1 100 100 0.0 0.001 75 8642 -45 1841.0249127535858 1840.5532545540202 100 TCGA 1 100 100 0.0 0.001 75 8642 -46 1840.1108957353028 1840.8392241971576 100 TCGA 1 100 100 0.0 0.001 75 8642 -47 1838.84893337607 1839.710540004711 100 TCGA 1 100 100 0.0 0.001 75 8642 -48 1838.6513037610791 1838.84705387288 100 TCGA 1 100 100 0.0 0.001 75 8642 -49 1838.2003140445797 1843.248139501217 100 TCGA 1 100 100 0.0 0.001 75 8642 -50 1837.590421196126 1835.869673685812 100 TCGA 1 100 100 0.0 0.001 75 8642 -51 1836.9609608948797 1841.5929550094222 100 TCGA 1 100 100 0.0 0.001 75 8642 -52 1835.9280006433387 1838.2331322138034 100 TCGA 1 100 100 0.0 0.001 75 8642 -53 1835.7068086920713 1834.7658844760913 100 TCGA 1 100 100 0.0 0.001 75 8642 -54 1834.7106293606857 1836.6937127041458 100 TCGA 1 100 100 0.0 0.001 75 8642 -55 1833.9335263040746 1836.7987919332993 100 TCGA 1 100 100 0.0 0.001 75 8642 -56 1833.4610679363323 1834.6269249077418 100 TCGA 1 100 100 0.0 0.001 75 8642 -57 1833.0912157500052 1833.2582786981784 100 TCGA 1 100 100 0.0 0.001 75 8642 -58 1832.69711821137 1833.0056041928392 100 TCGA 1 100 100 0.0 0.001 75 8642 -59 1832.1076973813867 1832.5693543400596 100 TCGA 1 100 100 0.0 0.001 75 8642 -60 1831.3826545402799 1832.1860553990657 100 TCGA 1 100 100 0.0 0.001 75 8642 -61 1830.697561937433 1832.005168052175 100 TCGA 1 100 100 0.0 0.001 75 8642 -62 1830.3070958918101 1830.6106858756673 100 TCGA 1 100 100 0.0 0.001 75 8642 -63 1829.9313052620575 1830.3703085741206 100 TCGA 1 100 100 0.0 0.001 75 8642 -64 1829.6388707382896 1830.448126251374 100 TCGA 1 100 100 0.0 0.001 75 8642 -65 1828.843975787158 1829.4730684673366 100 TCGA 1 100 100 0.0 0.001 75 8642 -66 1828.3133480201038 1834.1094118051194 100 TCGA 1 100 100 0.0 0.001 75 8642 -67 1828.1838462702704 1828.8256185713724 100 TCGA 1 100 100 0.0 0.001 75 8642 -68 1827.49763035894 1828.30487459269 100 TCGA 1 100 100 0.0 0.001 75 8642 -69 1827.2498205120855 1827.3320674417007 100 TCGA 1 100 100 0.0 0.001 75 8642 -70 1826.7687637834947 1827.644383416104 100 TCGA 1 100 100 0.0 0.001 75 8642 -71 1826.6059078979151 1826.9998693418263 100 TCGA 1 100 100 0.0 0.001 75 8642 -72 1826.0116310294204 1826.5120561302606 100 TCGA 1 100 100 0.0 0.001 75 8642 -73 1825.5567181810015 1825.4899239851602 100 TCGA 1 100 100 0.0 0.001 75 8642 -74 1825.394415365637 1826.218210191583 100 TCGA 1 100 100 0.0 0.001 75 8642 -75 1824.978455046296 1825.3671095958307 100 TCGA 1 100 100 0.0 0.001 75 8642 -76 1824.3421026571134 1826.926768240617 100 TCGA 1 100 100 0.0 0.001 75 8642 -77 1824.385004683336 1828.3302547895728 100 TCGA 1 100 100 0.0 0.001 75 8642 -78 1823.904124717572 1824.6361390693703 100 TCGA 1 100 100 0.0 0.001 75 8642 -79 1823.767381046643 1825.4633421011306 100 TCGA 1 100 100 0.0 0.001 75 8642 -80 1823.4374081372869 1823.6640618865813 100 TCGA 1 100 100 0.0 0.001 75 8642 -81 1823.000296816574 1823.672890821294 100 TCGA 1 100 100 0.0 0.001 75 8642 -82 1822.60984840227 1823.2125317750863 100 TCGA 1 100 100 0.0 0.001 75 8642 -83 1822.3367479002652 1823.350689605253 100 TCGA 1 100 100 0.0 0.001 75 8642 -84 1821.9537053347192 1822.2001051399577 100 TCGA 1 100 100 0.0 0.001 75 8642 -85 1821.700542911087 1822.0938984473146 100 TCGA 1 100 100 0.0 0.001 75 8642 -86 1821.510581720699 1821.515181498312 100 TCGA 1 100 100 0.0 0.001 75 8642 -87 1821.3458234648817 1822.2180421148712 100 TCGA 1 100 100 0.0 0.001 75 8642 -88 1821.1047082188434 1822.032415495446 100 TCGA 1 100 100 0.0 0.001 75 8642 -89 1821.0708927529665 1821.198889344182 100 TCGA 1 100 100 0.0 0.001 75 8642 -90 1820.5738574169698 1822.0992057455244 100 TCGA 1 100 100 0.0 0.001 75 8642 -91 1820.3066579701845 1820.9933413404915 100 TCGA 1 100 100 0.0 0.001 75 8642 -92 1820.1860456614638 1820.5295226130654 100 TCGA 1 100 100 0.0 0.001 75 8642 -93 1820.067498015591 1820.5980580392195 100 TCGA 1 100 100 0.0 0.001 75 8642 -94 1819.8269666332608 1824.2239131448257 100 TCGA 1 100 100 0.0 0.001 75 8642 -95 1819.369244110213 1820.8507540142116 100 TCGA 1 100 100 0.0 0.001 75 8642 -96 1819.4004421427867 1819.800964662178 100 TCGA 1 100 100 0.0 0.001 75 8642 -97 1819.2945719737136 1821.873594044441 100 TCGA 1 100 100 0.0 0.001 75 8642 -98 1818.7814066653034 1819.0383822187107 100 TCGA 1 100 100 0.0 0.001 75 8642 -99 1818.7495007775221 1819.3492621800408 100 TCGA 1 100 100 0.0 0.001 75 8642 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index 1d644dca8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3120.692925759013 3839.493249941112 100 TCGA 1 100 100 1.0 0.001 75 5094 -1 2082.464516248936 3062.4620968612594 100 TCGA 1 100 100 1.0 0.001 75 5094 -2 2004.3923462063942 2092.819694173995 100 TCGA 1 100 100 1.0 0.001 75 5094 -3 1973.6930614956416 2077.819391145179 100 TCGA 1 100 100 1.0 0.001 75 5094 -4 1951.3119719597175 1994.1026261679492 100 TCGA 1 100 100 1.0 0.001 75 5094 -5 1936.5710576207846 1946.066534454499 100 TCGA 1 100 100 1.0 0.001 75 5094 -6 1929.2303143737704 1929.086960068899 100 TCGA 1 100 100 1.0 0.001 75 5094 -7 1919.9525807999462 1924.8596786422347 100 TCGA 1 100 100 1.0 0.001 75 5094 -8 1911.8450313635817 1923.7450362162374 100 TCGA 1 100 100 1.0 0.001 75 5094 -9 1905.5150139807909 1908.2638835044363 100 TCGA 1 100 100 1.0 0.001 75 5094 -10 1902.2977594136526 1903.440045074003 100 TCGA 1 100 100 1.0 0.001 75 5094 -11 1897.7092167432452 1900.4220988978093 100 TCGA 1 100 100 1.0 0.001 75 5094 -12 1892.9716846335346 1895.3093427341787 100 TCGA 1 100 100 1.0 0.001 75 5094 -13 1889.1642750432309 1887.0144760668577 100 TCGA 1 100 100 1.0 0.001 75 5094 -14 1886.7843337094682 1887.1834115646593 100 TCGA 1 100 100 1.0 0.001 75 5094 -15 1883.547170045267 1889.7932000088333 100 TCGA 1 100 100 1.0 0.001 75 5094 -16 1881.5791199977195 1884.1244356548366 100 TCGA 1 100 100 1.0 0.001 75 5094 -17 1878.0730456132842 1878.3293714667086 100 TCGA 1 100 100 1.0 0.001 75 5094 -18 1875.746136751887 1896.3073025037295 100 TCGA 1 100 100 1.0 0.001 75 5094 -19 1873.7617295413481 1873.6374266351288 100 TCGA 1 100 100 1.0 0.001 75 5094 -20 1871.7020703228554 1872.5908430089903 100 TCGA 1 100 100 1.0 0.001 75 5094 -21 1869.4187351128448 1869.7101627522377 100 TCGA 1 100 100 1.0 0.001 75 5094 -22 1867.374104849501 1872.068268589039 100 TCGA 1 100 100 1.0 0.001 75 5094 -23 1866.1408655980108 1870.6913007419912 100 TCGA 1 100 100 1.0 0.001 75 5094 -24 1864.0638518616056 1869.3751484473146 100 TCGA 1 100 100 1.0 0.001 75 5094 -25 1862.4617509523637 1862.321160858001 100 TCGA 1 100 100 1.0 0.001 75 5094 -26 1861.418447575195 1866.3787559624293 100 TCGA 1 100 100 1.0 0.001 75 5094 -27 1859.0808221693749 1860.0313867923603 100 TCGA 1 100 100 1.0 0.001 75 5094 -28 1858.7371670296848 1859.498533315994 100 TCGA 1 100 100 1.0 0.001 75 5094 -29 1856.9340461418424 1858.9703792399498 100 TCGA 1 100 100 1.0 0.001 75 5094 -30 1855.49232669749 1860.2514715913553 100 TCGA 1 100 100 1.0 0.001 75 5094 -31 1854.6503170340013 1857.945649266842 100 TCGA 1 100 100 1.0 0.001 75 5094 -32 1853.0923901811377 1855.8301038885836 100 TCGA 1 100 100 1.0 0.001 75 5094 -33 1852.1747877783296 1851.986247767156 100 TCGA 1 100 100 1.0 0.001 75 5094 -34 1851.6651468669772 1853.3546958424938 100 TCGA 1 100 100 1.0 0.001 75 5094 -35 1849.5209280619306 1850.3082312195745 100 TCGA 1 100 100 1.0 0.001 75 5094 -36 1849.3851678615995 1850.536646243915 100 TCGA 1 100 100 1.0 0.001 75 5094 -37 1847.4537247509707 1849.0697966149105 100 TCGA 1 100 100 1.0 0.001 75 5094 -38 1846.9976009961176 1847.3520397397142 100 TCGA 1 100 100 1.0 0.001 75 5094 -39 1846.1407022289911 1848.2740036854193 100 TCGA 1 100 100 1.0 0.001 75 5094 -40 1845.4877097036892 1846.2254197010443 100 TCGA 1 100 100 1.0 0.001 75 5094 -41 1844.097902529819 1846.3677285352544 100 TCGA 1 100 100 1.0 0.001 75 5094 -42 1843.290290737993 1847.904875942211 100 TCGA 1 100 100 1.0 0.001 75 5094 -43 1842.6512580886058 1844.2720573080244 100 TCGA 1 100 100 1.0 0.001 75 5094 -44 1841.7886514068648 1843.3680082541614 100 TCGA 1 100 100 1.0 0.001 75 5094 -45 1840.99089379177 1842.8671598961605 100 TCGA 1 100 100 1.0 0.001 75 5094 -46 1839.9954324801702 1843.012075146239 100 TCGA 1 100 100 1.0 0.001 75 5094 -47 1839.3457879842372 1841.5309935910018 100 TCGA 1 100 100 1.0 0.001 75 5094 -48 1838.6287215299167 1840.9471914013427 100 TCGA 1 100 100 1.0 0.001 75 5094 -49 1838.1556203956916 1839.7905850051036 100 TCGA 1 100 100 1.0 0.001 75 5094 -50 1837.4587581245771 1841.2494785941426 100 TCGA 1 100 100 1.0 0.001 75 5094 -51 1836.4687896091527 1838.067936729546 100 TCGA 1 100 100 1.0 0.001 75 5094 -52 1836.132118338359 1839.1031886728565 100 TCGA 1 100 100 1.0 0.001 75 5094 -53 1835.4260575875385 1837.4242016969613 100 TCGA 1 100 100 1.0 0.001 75 5094 -54 1834.5584141939582 1836.845803112241 100 TCGA 1 100 100 1.0 0.001 75 5094 -55 1834.317133058194 1837.3138673101837 100 TCGA 1 100 100 1.0 0.001 75 5094 -56 1833.491335814653 1835.2344823482647 100 TCGA 1 100 100 1.0 0.001 75 5094 -57 1832.944161054984 1836.196073752552 100 TCGA 1 100 100 1.0 0.001 75 5094 -58 1832.3234298643038 1833.8432819615657 100 TCGA 1 100 100 1.0 0.001 75 5094 -59 1831.955921566956 1832.5561922159627 100 TCGA 1 100 100 1.0 0.001 75 5094 -60 1831.4305345390721 1832.1802297620918 100 TCGA 1 100 100 1.0 0.001 75 5094 -61 1830.9425536891367 1832.4155794843357 100 TCGA 1 100 100 1.0 0.001 75 5094 -62 1830.2723321362205 1831.99916943114 100 TCGA 1 100 100 1.0 0.001 75 5094 -63 1829.7822412507237 1833.3449805178234 100 TCGA 1 100 100 1.0 0.001 75 5094 -64 1829.3789209654747 1830.9842670383166 100 TCGA 1 100 100 1.0 0.001 75 5094 -65 1828.6203711384414 1831.6747212625628 100 TCGA 1 100 100 1.0 0.001 75 5094 -66 1828.257983417513 1829.5003024153973 100 TCGA 1 100 100 1.0 0.001 75 5094 -67 1828.0311298508745 1831.7395902854114 100 TCGA 1 100 100 1.0 0.001 75 5094 -68 1827.5422329898922 1830.050642003965 100 TCGA 1 100 100 1.0 0.001 75 5094 -69 1827.0979502188572 1828.7760046570745 100 TCGA 1 100 100 1.0 0.001 75 5094 -70 1826.4590590832847 1832.9148685321136 100 TCGA 1 100 100 1.0 0.001 75 5094 -71 1826.3800435381843 1828.6797095830716 100 TCGA 1 100 100 1.0 0.001 75 5094 -72 1826.1214524396948 1827.8890374725188 100 TCGA 1 100 100 1.0 0.001 75 5094 -73 1825.6658109708987 1827.8674132380654 100 TCGA 1 100 100 1.0 0.001 75 5094 -74 1825.132234004715 1826.8776573296168 100 TCGA 1 100 100 1.0 0.001 75 5094 -75 1824.71772739714 1828.1732024379712 100 TCGA 1 100 100 1.0 0.001 75 5094 -76 1824.4876342460052 1825.7323206609217 100 TCGA 1 100 100 1.0 0.001 75 5094 -77 1824.0974507647468 1827.7976890065563 100 TCGA 1 100 100 1.0 0.001 75 5094 -78 1823.732990696223 1826.1369512356705 100 TCGA 1 100 100 1.0 0.001 75 5094 -79 1823.4026215863369 1825.2614151077653 100 TCGA 1 100 100 1.0 0.001 75 5094 -80 1823.3843153042244 1824.7286585515467 100 TCGA 1 100 100 1.0 0.001 75 5094 -81 1822.997802393739 1825.402733884265 100 TCGA 1 100 100 1.0 0.001 75 5094 -82 1822.5859915248677 1824.4976898653424 100 TCGA 1 100 100 1.0 0.001 75 5094 -83 1822.3903279790443 1826.2453588744504 100 TCGA 1 100 100 1.0 0.001 75 5094 -84 1822.0423343222858 1823.54844473834 100 TCGA 1 100 100 1.0 0.001 75 5094 -85 1821.6419651982294 1823.8990601199357 100 TCGA 1 100 100 1.0 0.001 75 5094 -86 1821.639971632925 1825.6420972047738 100 TCGA 1 100 100 1.0 0.001 75 5094 -87 1821.391840157571 1823.1038873567054 100 TCGA 1 100 100 1.0 0.001 75 5094 -88 1821.0422174432658 1823.5048092022614 100 TCGA 1 100 100 1.0 0.001 75 5094 -89 1820.7585399485895 1823.1844255456972 100 TCGA 1 100 100 1.0 0.001 75 5094 -90 1820.6571248894704 1821.4625667399498 100 TCGA 1 100 100 1.0 0.001 75 5094 -91 1820.040360118731 1821.6166360366285 100 TCGA 1 100 100 1.0 0.001 75 5094 -92 1820.069248421302 1821.7004247310772 100 TCGA 1 100 100 1.0 0.001 75 5094 -93 1819.9577525807672 1821.5534201770572 100 TCGA 1 100 100 1.0 0.001 75 5094 -94 1819.5692669110235 1822.6291890360003 100 TCGA 1 100 100 1.0 0.001 75 5094 -95 1819.2987596571666 1821.140933549584 100 TCGA 1 100 100 1.0 0.001 75 5094 -96 1819.3078866714425 1821.4130442250314 100 TCGA 1 100 100 1.0 0.001 75 5094 -97 1819.120820192051 1824.334214406996 100 TCGA 1 100 100 1.0 0.001 75 5094 -98 1818.8177674450317 1821.0600739292163 100 TCGA 1 100 100 1.0 0.001 75 5094 -99 1818.913959818688 1821.1516855517823 100 TCGA 1 100 100 1.0 0.001 75 5094 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 8fa6a54f8..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3141.73771484048 4349.173055217494 100 TCGA 1 50 100 0.5 0.001 75 7130 -1 2075.9517618292793 2841.7000836703046 100 TCGA 1 50 100 0.5 0.001 75 7130 -2 2000.3181989763261 2205.3677015448334 100 TCGA 1 50 100 0.5 0.001 75 7130 -3 1971.3879671127672 2050.5541802027715 100 TCGA 1 50 100 0.5 0.001 75 7130 -4 1951.7155434980712 1961.0676208189384 100 TCGA 1 50 100 0.5 0.001 75 7130 -5 1937.9073057671799 1946.6391662904366 100 TCGA 1 50 100 0.5 0.001 75 7130 -6 1926.095682169074 1930.132113816151 100 TCGA 1 50 100 0.5 0.001 75 7130 -7 1918.8414968428222 1925.8927780994818 100 TCGA 1 50 100 0.5 0.001 75 7130 -8 1914.089456160748 1913.4841474216787 100 TCGA 1 50 100 0.5 0.001 75 7130 -9 1907.6520739799232 1903.7504735592022 100 TCGA 1 50 100 0.5 0.001 75 7130 -10 1902.1649532903584 1896.402967596773 100 TCGA 1 50 100 0.5 0.001 75 7130 -11 1896.5913409677942 1891.7793999293342 100 TCGA 1 50 100 0.5 0.001 75 7130 -12 1893.8927610874016 1892.219518000157 100 TCGA 1 50 100 0.5 0.001 75 7130 -13 1889.8087034484133 1888.423061965099 100 TCGA 1 50 100 0.5 0.001 75 7130 -14 1885.893820124687 1883.9934094299624 100 TCGA 1 50 100 0.5 0.001 75 7130 -15 1882.9543144463669 1881.0308770414572 100 TCGA 1 50 100 0.5 0.001 75 7130 -16 1881.7399196545985 1879.2290259893216 100 TCGA 1 50 100 0.5 0.001 75 7130 -17 1878.1470523786966 1875.131593637131 100 TCGA 1 50 100 0.5 0.001 75 7130 -18 1875.477645586186 1872.9555780612045 100 TCGA 1 50 100 0.5 0.001 75 7130 -19 1873.6889025209898 1872.0245864331423 100 TCGA 1 50 100 0.5 0.001 75 7130 -20 1871.6208213502134 1869.108551792164 100 TCGA 1 50 100 0.5 0.001 75 7130 -21 1869.3702478554649 1875.0472344633322 100 TCGA 1 50 100 0.5 0.001 75 7130 -22 1868.328611850579 1868.1811633852858 100 TCGA 1 50 100 0.5 0.001 75 7130 -23 1865.8213945370271 1863.944022480567 100 TCGA 1 50 100 0.5 0.001 75 7130 -24 1864.4412175104121 1863.6540300378847 100 TCGA 1 50 100 0.5 0.001 75 7130 -25 1862.9311756705024 1861.6078635364322 100 TCGA 1 50 100 0.5 0.001 75 7130 -26 1861.7208614662325 1858.5914018333856 100 TCGA 1 50 100 0.5 0.001 75 7130 -27 1860.5575650974447 1859.2201645434202 100 TCGA 1 50 100 0.5 0.001 75 7130 -28 1859.3743955755037 1857.7804862937735 100 TCGA 1 50 100 0.5 0.001 75 7130 -29 1857.4612027736816 1856.5466038689542 100 TCGA 1 50 100 0.5 0.001 75 7130 -30 1855.9358571943847 1854.5914895522535 100 TCGA 1 50 100 0.5 0.001 75 7130 -31 1854.421705295151 1852.2324206481626 100 TCGA 1 50 100 0.5 0.001 75 7130 -32 1853.4146934396015 1851.825981101798 100 TCGA 1 50 100 0.5 0.001 75 7130 -33 1852.2226923846656 1851.019347837822 100 TCGA 1 50 100 0.5 0.001 75 7130 -34 1850.9003139819029 1850.1155975188442 100 TCGA 1 50 100 0.5 0.001 75 7130 -35 1850.0895502716585 1849.2553956304962 100 TCGA 1 50 100 0.5 0.001 75 7130 -36 1848.7629307600946 1853.6935476945273 100 TCGA 1 50 100 0.5 0.001 75 7130 -37 1848.6436878625457 1847.694215094025 100 TCGA 1 50 100 0.5 0.001 75 7130 -38 1847.2008312798887 1847.403371839667 100 TCGA 1 50 100 0.5 0.001 75 7130 -39 1846.1477544975942 1845.2565623527796 100 TCGA 1 50 100 0.5 0.001 75 7130 -40 1845.463946460307 1843.955623454185 100 TCGA 1 50 100 0.5 0.001 75 7130 -41 1844.6316687806082 1843.192841036236 100 TCGA 1 50 100 0.5 0.001 75 7130 -42 1843.428549448791 1843.970610498783 100 TCGA 1 50 100 0.5 0.001 75 7130 -43 1842.845180616646 1842.448326225856 100 TCGA 1 50 100 0.5 0.001 75 7130 -44 1841.8875360583631 1841.6869491500472 100 TCGA 1 50 100 0.5 0.001 75 7130 -45 1841.3289873268152 1846.0872661648084 100 TCGA 1 50 100 0.5 0.001 75 7130 -46 1840.3168373725314 1841.2523837448964 100 TCGA 1 50 100 0.5 0.001 75 7130 -47 1839.5653429207011 1840.2241486975895 100 TCGA 1 50 100 0.5 0.001 75 7130 -48 1838.662651449485 1839.1023495161353 100 TCGA 1 50 100 0.5 0.001 75 7130 -49 1838.1074024451232 1838.4705025370995 100 TCGA 1 50 100 0.5 0.001 75 7130 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index b4a4ca623..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3129.0151212402507 4364.63437303706 100 TCGA 1 50 100 0.0 0.001 75 6703 -1 2078.098013577151 2990.318624371859 100 TCGA 1 50 100 0.0 0.001 75 6703 -2 1999.2416699785567 2091.0051882949906 100 TCGA 1 50 100 0.0 0.001 75 6703 -3 1967.6791139234988 2008.396415058692 100 TCGA 1 50 100 0.0 0.001 75 6703 -4 1950.4280133149975 1967.2222912659 100 TCGA 1 50 100 0.0 0.001 75 6703 -5 1936.444127386523 1930.817172409901 100 TCGA 1 50 100 0.0 0.001 75 6703 -6 1928.8665224695487 1938.7508183004868 100 TCGA 1 50 100 0.0 0.001 75 6703 -7 1920.2787364742987 1914.5421602642116 100 TCGA 1 50 100 0.0 0.001 75 6703 -8 1912.683484133339 1926.0245753916065 100 TCGA 1 50 100 0.0 0.001 75 6703 -9 1907.1888364784845 1916.596141719339 100 TCGA 1 50 100 0.0 0.001 75 6703 -10 1901.156910683936 1890.4998024791928 100 TCGA 1 50 100 0.0 0.001 75 6703 -11 1897.9373335107548 1896.312063245917 100 TCGA 1 50 100 0.0 0.001 75 6703 -12 1893.82785667422 1891.781059226798 100 TCGA 1 50 100 0.0 0.001 75 6703 -13 1889.8892972690478 1887.1969012543184 100 TCGA 1 50 100 0.0 0.001 75 6703 -14 1886.8592096416662 1892.0833580745525 100 TCGA 1 50 100 0.0 0.001 75 6703 -15 1884.7150290423517 1878.3302584700848 100 TCGA 1 50 100 0.0 0.001 75 6703 -16 1881.484561668521 1877.118012548092 100 TCGA 1 50 100 0.0 0.001 75 6703 -17 1877.539832773346 1874.0481515242227 100 TCGA 1 50 100 0.0 0.001 75 6703 -18 1875.9664150356834 1877.650739660215 100 TCGA 1 50 100 0.0 0.001 75 6703 -19 1874.119701911355 1870.2608930884894 100 TCGA 1 50 100 0.0 0.001 75 6703 -20 1872.536891926611 1868.0141699709484 100 TCGA 1 50 100 0.0 0.001 75 6703 -21 1870.272755451375 1862.1351551458465 100 TCGA 1 50 100 0.0 0.001 75 6703 -22 1868.0649560263466 1864.415023113615 100 TCGA 1 50 100 0.0 0.001 75 6703 -23 1866.316423922195 1865.4014033792007 100 TCGA 1 50 100 0.0 0.001 75 6703 -24 1864.685043183378 1861.921347459956 100 TCGA 1 50 100 0.0 0.001 75 6703 -25 1862.9208830543787 1859.6706193320117 100 TCGA 1 50 100 0.0 0.001 75 6703 -26 1861.8909638919313 1858.0783311086684 100 TCGA 1 50 100 0.0 0.001 75 6703 -27 1860.6071360405301 1854.210149870446 100 TCGA 1 50 100 0.0 0.001 75 6703 -28 1859.4762550828339 1856.6348331010522 100 TCGA 1 50 100 0.0 0.001 75 6703 -29 1857.3714882882261 1855.225298857569 100 TCGA 1 50 100 0.0 0.001 75 6703 -30 1856.524904455693 1855.2579364105684 100 TCGA 1 50 100 0.0 0.001 75 6703 -31 1854.8313925575233 1850.2881301036432 100 TCGA 1 50 100 0.0 0.001 75 6703 -32 1853.95064654618 1851.1493202094457 100 TCGA 1 50 100 0.0 0.001 75 6703 -33 1852.7314429825499 1848.750147833896 100 TCGA 1 50 100 0.0 0.001 75 6703 -34 1851.5157718686123 1846.1028537462705 100 TCGA 1 50 100 0.0 0.001 75 6703 -35 1850.8582088803857 1847.2211331314777 100 TCGA 1 50 100 0.0 0.001 75 6703 -36 1849.4412342015753 1851.585128400793 100 TCGA 1 50 100 0.0 0.001 75 6703 -37 1848.6984812049598 1843.7181543704853 100 TCGA 1 50 100 0.0 0.001 75 6703 -38 1846.9452580663692 1843.2721591355214 100 TCGA 1 50 100 0.0 0.001 75 6703 -39 1846.5552053484537 1841.9014751491834 100 TCGA 1 50 100 0.0 0.001 75 6703 -40 1845.6548261143212 1842.1979912992697 100 TCGA 1 50 100 0.0 0.001 75 6703 -41 1844.6359463510855 1840.7469089833935 100 TCGA 1 50 100 0.0 0.001 75 6703 -42 1843.7078196179295 1843.4408222754396 100 TCGA 1 50 100 0.0 0.001 75 6703 -43 1843.079668339907 1840.784083380771 100 TCGA 1 50 100 0.0 0.001 75 6703 -44 1842.1356584591742 1839.3728861593122 100 TCGA 1 50 100 0.0 0.001 75 6703 -45 1841.0647543289656 1839.002662236966 100 TCGA 1 50 100 0.0 0.001 75 6703 -46 1840.5818987971027 1837.3342309692996 100 TCGA 1 50 100 0.0 0.001 75 6703 -47 1839.8268021333297 1838.7886269727544 100 TCGA 1 50 100 0.0 0.001 75 6703 -48 1839.1487821691176 1836.4710478662846 100 TCGA 1 50 100 0.0 0.001 75 6703 -49 1838.8070003638538 1834.96296362182 100 TCGA 1 50 100 0.0 0.001 75 6703 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index e7fbd44ec..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3130.396703717325 3794.30319075848 100 TCGA 1 50 100 1.0 0.001 75 422 -1 2078.4555604110565 2827.860015409077 100 TCGA 1 50 100 1.0 0.001 75 422 -2 2005.3044645196826 2081.778719034626 100 TCGA 1 50 100 1.0 0.001 75 422 -3 1972.9385648144716 2007.1779723814384 100 TCGA 1 50 100 1.0 0.001 75 422 -4 1952.5172118459352 1972.08837890625 100 TCGA 1 50 100 1.0 0.001 75 422 -5 1939.9794423592678 1956.1731306679883 100 TCGA 1 50 100 1.0 0.001 75 422 -6 1928.7327175470373 1928.4930033468122 100 TCGA 1 50 100 1.0 0.001 75 422 -7 1920.0261089172943 1911.5090485385913 100 TCGA 1 50 100 1.0 0.001 75 422 -8 1911.875930740147 1915.1895212144707 100 TCGA 1 50 100 1.0 0.001 75 422 -9 1907.2508678042418 1903.388821549152 100 TCGA 1 50 100 1.0 0.001 75 422 -10 1902.4779654842546 1900.477737196726 100 TCGA 1 50 100 1.0 0.001 75 422 -11 1897.284525296773 1895.856630564934 100 TCGA 1 50 100 1.0 0.001 75 422 -12 1893.7174163964833 1892.4332030023163 100 TCGA 1 50 100 1.0 0.001 75 422 -13 1891.9096058639968 1889.9229429618797 100 TCGA 1 50 100 1.0 0.001 75 422 -14 1886.2863848422544 1886.5641427351602 100 TCGA 1 50 100 1.0 0.001 75 422 -15 1884.2978521347684 1879.7272035224953 100 TCGA 1 50 100 1.0 0.001 75 422 -16 1882.1321633431858 1886.3163927547896 100 TCGA 1 50 100 1.0 0.001 75 422 -17 1879.4107055323427 1875.8436346772928 100 TCGA 1 50 100 1.0 0.001 75 422 -18 1876.3476398040946 1874.0510940935144 100 TCGA 1 50 100 1.0 0.001 75 422 -19 1874.499141215799 1870.8274128209407 100 TCGA 1 50 100 1.0 0.001 75 422 -20 1872.7117537183278 1872.8658796914258 100 TCGA 1 50 100 1.0 0.001 75 422 -21 1870.4914519442739 1868.6880447157664 100 TCGA 1 50 100 1.0 0.001 75 422 -22 1868.673694132428 1868.3979621005417 100 TCGA 1 50 100 1.0 0.001 75 422 -23 1866.4482590421687 1869.0151324248195 100 TCGA 1 50 100 1.0 0.001 75 422 -24 1863.9842496459567 1869.8450522878063 100 TCGA 1 50 100 1.0 0.001 75 422 -25 1862.6774968290877 1859.3971714038944 100 TCGA 1 50 100 1.0 0.001 75 422 -26 1861.3935364294111 1862.0730912865106 100 TCGA 1 50 100 1.0 0.001 75 422 -27 1859.6166539005383 1859.0647555403973 100 TCGA 1 50 100 1.0 0.001 75 422 -28 1858.0513984006568 1856.933497443271 100 TCGA 1 50 100 1.0 0.001 75 422 -29 1857.3602213441748 1855.1899401794126 100 TCGA 1 50 100 1.0 0.001 75 422 -30 1856.0391446068984 1861.0450292232647 100 TCGA 1 50 100 1.0 0.001 75 422 -31 1854.581521018167 1853.211246049584 100 TCGA 1 50 100 1.0 0.001 75 422 -32 1853.7583852998512 1853.1152760874686 100 TCGA 1 50 100 1.0 0.001 75 422 -33 1852.4293088217853 1849.1833962291928 100 TCGA 1 50 100 1.0 0.001 75 422 -34 1850.9412075365904 1853.7590411775675 100 TCGA 1 50 100 1.0 0.001 75 422 -35 1850.3615988624829 1848.6070164052685 100 TCGA 1 50 100 1.0 0.001 75 422 -36 1849.1605217251638 1848.1402747379475 100 TCGA 1 50 100 1.0 0.001 75 422 -37 1848.0982830883443 1847.501990543538 100 TCGA 1 50 100 1.0 0.001 75 422 -38 1847.2342383368418 1846.2646177665672 100 TCGA 1 50 100 1.0 0.001 75 422 -39 1846.2455394534957 1847.956369984689 100 TCGA 1 50 100 1.0 0.001 75 422 -40 1845.2619081572345 1844.2075170775754 100 TCGA 1 50 100 1.0 0.001 75 422 -41 1844.5719566681594 1844.9481716443545 100 TCGA 1 50 100 1.0 0.001 75 422 -42 1843.5327384293857 1842.665418768648 100 TCGA 1 50 100 1.0 0.001 75 422 -43 1842.8745999979726 1842.0234166437658 100 TCGA 1 50 100 1.0 0.001 75 422 -44 1841.8119886917573 1841.2007161049387 100 TCGA 1 50 100 1.0 0.001 75 422 -45 1841.0986753102459 1840.081692642902 100 TCGA 1 50 100 1.0 0.001 75 422 -46 1840.624362193177 1838.4461031966473 100 TCGA 1 50 100 1.0 0.001 75 422 -47 1839.613365823103 1837.8137550545698 100 TCGA 1 50 100 1.0 0.001 75 422 -48 1838.477536146656 1837.343689271553 100 TCGA 1 50 100 1.0 0.001 75 422 -49 1838.3658633797893 1837.4252941955874 100 TCGA 1 50 100 1.0 0.001 75 422 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 21897b3a7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3504.4426769857387 4499.78850551586 150 TCGA 1 100 100 0.5 0.001 75 9340 -1 2183.6906381839754 3585.538931228408 150 TCGA 1 100 100 0.5 0.001 75 9340 -2 2041.832126396444 2828.2253405700376 150 TCGA 1 100 100 0.5 0.001 75 9340 -3 2000.076687775016 2331.1330186086684 150 TCGA 1 100 100 0.5 0.001 75 9340 -4 1980.692117620571 2100.062463194881 150 TCGA 1 100 100 0.5 0.001 75 9340 -5 1962.2805276336994 2044.4227920608903 150 TCGA 1 100 100 0.5 0.001 75 9340 -6 1950.7724841824997 2010.334413768059 150 TCGA 1 100 100 0.5 0.001 75 9340 -7 1939.5249348267978 1942.2347179010285 150 TCGA 1 100 100 0.5 0.001 75 9340 -8 1931.7101267454732 1978.816912320391 150 TCGA 1 100 100 0.5 0.001 75 9340 -9 1924.8938242668205 1934.2319078301664 150 TCGA 1 100 100 0.5 0.001 75 9340 -10 1922.195525888008 1927.296162207522 150 TCGA 1 100 100 0.5 0.001 75 9340 -11 1915.8852475431697 1912.256850046129 150 TCGA 1 100 100 0.5 0.001 75 9340 -12 1910.9204459775306 1906.5236902284862 150 TCGA 1 100 100 0.5 0.001 75 9340 -13 1908.2467793003632 1909.2385143490892 150 TCGA 1 100 100 0.5 0.001 75 9340 -14 1903.5975357602385 1901.7778369385992 150 TCGA 1 100 100 0.5 0.001 75 9340 -15 1900.664277468559 1898.7858211958228 150 TCGA 1 100 100 0.5 0.001 75 9340 -16 1897.4538885696297 1907.3450332718278 150 TCGA 1 100 100 0.5 0.001 75 9340 -17 1894.983430988675 1905.943731720124 150 TCGA 1 100 100 0.5 0.001 75 9340 -18 1892.8765571969789 1884.3862261748195 150 TCGA 1 100 100 0.5 0.001 75 9340 -19 1889.7613829510435 1891.017168361338 150 TCGA 1 100 100 0.5 0.001 75 9340 -20 1887.622609403014 1899.382828448885 150 TCGA 1 100 100 0.5 0.001 75 9340 -21 1885.9032577853582 1890.681200803824 150 TCGA 1 100 100 0.5 0.001 75 9340 -22 1883.273865883818 1879.558249622134 150 TCGA 1 100 100 0.5 0.001 75 9340 -23 1882.3408863822563 1876.0762276960977 150 TCGA 1 100 100 0.5 0.001 75 9340 -24 1879.9787748081103 1875.553301173838 150 TCGA 1 100 100 0.5 0.001 75 9340 -25 1878.0288475897578 1878.4568932308025 150 TCGA 1 100 100 0.5 0.001 75 9340 -26 1876.2144721433885 1873.4720925182553 150 TCGA 1 100 100 0.5 0.001 75 9340 -27 1875.152394314006 1871.307866848893 150 TCGA 1 100 100 0.5 0.001 75 9340 -28 1872.9425083164233 1879.923735498783 150 TCGA 1 100 100 0.5 0.001 75 9340 -29 1872.8272354495566 1872.353465938089 150 TCGA 1 100 100 0.5 0.001 75 9340 -30 1870.9972075343012 1868.888925216905 150 TCGA 1 100 100 0.5 0.001 75 9340 -31 1868.7060579848564 1867.5477362397928 150 TCGA 1 100 100 0.5 0.001 75 9340 -32 1868.0786095478795 1864.4938339156722 150 TCGA 1 100 100 0.5 0.001 75 9340 -33 1866.4049636767584 1862.7930313187028 150 TCGA 1 100 100 0.5 0.001 75 9340 -34 1864.88222950832 1860.1588453743327 150 TCGA 1 100 100 0.5 0.001 75 9340 -35 1864.8411436850556 1864.4468442063835 150 TCGA 1 100 100 0.5 0.001 75 9340 -36 1862.7434062546872 1863.404804785647 150 TCGA 1 100 100 0.5 0.001 75 9340 -37 1862.6148033887232 1861.7158920824827 150 TCGA 1 100 100 0.5 0.001 75 9340 -38 1861.1573566990726 1858.926962694331 150 TCGA 1 100 100 0.5 0.001 75 9340 -39 1860.2568035498302 1856.888173165633 150 TCGA 1 100 100 0.5 0.001 75 9340 -40 1858.5719068535525 1855.87616365519 150 TCGA 1 100 100 0.5 0.001 75 9340 -41 1857.7986154318894 1854.4396089333386 150 TCGA 1 100 100 0.5 0.001 75 9340 -42 1856.9517993401146 1856.8755704793498 150 TCGA 1 100 100 0.5 0.001 75 9340 -43 1856.3034847143279 1854.1503679285097 150 TCGA 1 100 100 0.5 0.001 75 9340 -44 1855.16023034514 1853.7944151911904 150 TCGA 1 100 100 0.5 0.001 75 9340 -45 1854.1847494052768 1852.334746854389 150 TCGA 1 100 100 0.5 0.001 75 9340 -46 1853.5623252673638 1850.8217626217022 150 TCGA 1 100 100 0.5 0.001 75 9340 -47 1852.511057044156 1853.2887496564856 150 TCGA 1 100 100 0.5 0.001 75 9340 -48 1851.301151289686 1849.6629313559988 150 TCGA 1 100 100 0.5 0.001 75 9340 -49 1851.1722058120456 1850.02279402383 150 TCGA 1 100 100 0.5 0.001 75 9340 -50 1850.4951001420752 1853.4791253631438 150 TCGA 1 100 100 0.5 0.001 75 9340 -51 1849.3897160469307 1846.881440282467 150 TCGA 1 100 100 0.5 0.001 75 9340 -52 1848.796563522453 1850.6760174161825 150 TCGA 1 100 100 0.5 0.001 75 9340 -53 1847.9862800408239 1845.5839757871388 150 TCGA 1 100 100 0.5 0.001 75 9340 -54 1847.1739042503305 1845.1774571097676 150 TCGA 1 100 100 0.5 0.001 75 9340 -55 1846.9564332022094 1844.6255815208856 150 TCGA 1 100 100 0.5 0.001 75 9340 -56 1845.9378288091061 1845.6550102808967 150 TCGA 1 100 100 0.5 0.001 75 9340 -57 1845.4528229376317 1841.702916437657 150 TCGA 1 100 100 0.5 0.001 75 9340 -58 1845.0828911787378 1840.7242584995288 150 TCGA 1 100 100 0.5 0.001 75 9340 -59 1844.3390928656545 1840.393424642745 150 TCGA 1 100 100 0.5 0.001 75 9340 -60 1843.3478892177645 1841.1193921266488 150 TCGA 1 100 100 0.5 0.001 75 9340 -61 1842.5843176396247 1840.7293572353958 150 TCGA 1 100 100 0.5 0.001 75 9340 -62 1842.0086651936294 1840.4801129671796 150 TCGA 1 100 100 0.5 0.001 75 9340 -63 1842.1280821697935 1838.9221222077183 150 TCGA 1 100 100 0.5 0.001 75 9340 -64 1840.9649281050959 1838.6437675437735 150 TCGA 1 100 100 0.5 0.001 75 9340 -65 1840.4926974456987 1838.0987812598146 150 TCGA 1 100 100 0.5 0.001 75 9340 -66 1839.985373853719 1842.7672818437893 150 TCGA 1 100 100 0.5 0.001 75 9340 -67 1839.2914783585509 1838.2331334406408 150 TCGA 1 100 100 0.5 0.001 75 9340 -68 1838.6770271329372 1837.0495139270572 150 TCGA 1 100 100 0.5 0.001 75 9340 -69 1838.6619683244503 1836.6255385815798 150 TCGA 1 100 100 0.5 0.001 75 9340 -70 1837.9240748953348 1836.0779158242383 150 TCGA 1 100 100 0.5 0.001 75 9340 -71 1837.5941176143579 1834.9537439394237 150 TCGA 1 100 100 0.5 0.001 75 9340 -72 1837.2800850521735 1835.2826056552292 150 TCGA 1 100 100 0.5 0.001 75 9340 -73 1836.6246742157416 1835.1039977720634 150 TCGA 1 100 100 0.5 0.001 75 9340 -74 1836.0582560026057 1833.73340763878 150 TCGA 1 100 100 0.5 0.001 75 9340 -75 1835.4737511085657 1833.073236666732 150 TCGA 1 100 100 0.5 0.001 75 9340 -76 1834.9800008796583 1834.8958028668735 150 TCGA 1 100 100 0.5 0.001 75 9340 -77 1834.920122427844 1832.4046072648398 150 TCGA 1 100 100 0.5 0.001 75 9340 -78 1834.2436452040197 1832.8195181228407 150 TCGA 1 100 100 0.5 0.001 75 9340 -79 1833.72449094268 1832.0024880260678 150 TCGA 1 100 100 0.5 0.001 75 9340 -80 1833.591271110166 1830.9895313972204 150 TCGA 1 100 100 0.5 0.001 75 9340 -81 1833.0844635135802 1831.125817687068 150 TCGA 1 100 100 0.5 0.001 75 9340 -82 1832.6009493960987 1830.5368977455637 150 TCGA 1 100 100 0.5 0.001 75 9340 -83 1832.1076120861355 1830.5210611161276 150 TCGA 1 100 100 0.5 0.001 75 9340 -84 1831.8768081912 1828.529904772888 150 TCGA 1 100 100 0.5 0.001 75 9340 -85 1831.351364863 1829.5382914327497 150 TCGA 1 100 100 0.5 0.001 75 9340 -86 1830.9714447304211 1828.9391188118327 150 TCGA 1 100 100 0.5 0.001 75 9340 -87 1830.4250792673568 1828.242285646985 150 TCGA 1 100 100 0.5 0.001 75 9340 -88 1830.208200925854 1830.1491993659704 150 TCGA 1 100 100 0.5 0.001 75 9340 -89 1829.8428987370417 1827.487791128494 150 TCGA 1 100 100 0.5 0.001 75 9340 -90 1829.6361757353595 1828.9323423759422 150 TCGA 1 100 100 0.5 0.001 75 9340 -91 1829.014654201061 1828.6450367069724 150 TCGA 1 100 100 0.5 0.001 75 9340 -92 1828.6221446665234 1828.0683661226053 150 TCGA 1 100 100 0.5 0.001 75 9340 -93 1828.7500392412658 1827.3021583748823 150 TCGA 1 100 100 0.5 0.001 75 9340 -94 1828.1820389783493 1825.956977882577 150 TCGA 1 100 100 0.5 0.001 75 9340 -95 1828.0570744862446 1825.942065675055 150 TCGA 1 100 100 0.5 0.001 75 9340 -96 1827.5104722947945 1825.7588915034155 150 TCGA 1 100 100 0.5 0.001 75 9340 -97 1827.3250524633922 1824.9033515968515 150 TCGA 1 100 100 0.5 0.001 75 9340 -98 1827.0158390556546 1826.184281392313 150 TCGA 1 100 100 0.5 0.001 75 9340 -99 1826.5169029435963 1824.8146604605056 150 TCGA 1 100 100 0.5 0.001 75 9340 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index 9eb030207..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3508.8744537833813 4510.560689188128 150 TCGA 1 100 100 0.0 0.001 75 7014 -1 2186.686161872837 3053.279653884658 150 TCGA 1 100 100 0.0 0.001 75 7014 -2 2045.3494032629767 2529.5994854644314 150 TCGA 1 100 100 0.0 0.001 75 7014 -3 1998.3375497165036 2276.8200781740734 150 TCGA 1 100 100 0.0 0.001 75 7014 -4 1977.1832484268612 2215.134872359846 150 TCGA 1 100 100 0.0 0.001 75 7014 -5 1960.4998320119564 2004.06813118326 150 TCGA 1 100 100 0.0 0.001 75 7014 -6 1948.8953240189467 2072.741743384893 150 TCGA 1 100 100 0.0 0.001 75 7014 -7 1942.5829813518965 1957.85542765095 150 TCGA 1 100 100 0.0 0.001 75 7014 -8 1931.210959573212 2005.4868409429962 150 TCGA 1 100 100 0.0 0.001 75 7014 -9 1927.1198028622362 1978.773781627866 150 TCGA 1 100 100 0.0 0.001 75 7014 -10 1919.6320302635181 1920.1340730753377 150 TCGA 1 100 100 0.0 0.001 75 7014 -11 1915.197599584522 1928.874019756988 150 TCGA 1 100 100 0.0 0.001 75 7014 -12 1910.256500833441 1917.064756153816 150 TCGA 1 100 100 0.0 0.001 75 7014 -13 1907.1392567197397 1903.9988940061637 150 TCGA 1 100 100 0.0 0.001 75 7014 -14 1902.8257022333512 1900.781221169323 150 TCGA 1 100 100 0.0 0.001 75 7014 -15 1898.7014907784117 1912.1725491471027 150 TCGA 1 100 100 0.0 0.001 75 7014 -16 1897.4895961866646 1899.6682907947943 150 TCGA 1 100 100 0.0 0.001 75 7014 -17 1893.2168986979093 1896.6890728054334 150 TCGA 1 100 100 0.0 0.001 75 7014 -18 1892.6620414385586 1898.4196900027482 150 TCGA 1 100 100 0.0 0.001 75 7014 -19 1890.600932473303 1888.420843229821 150 TCGA 1 100 100 0.0 0.001 75 7014 -20 1886.9143702441766 1884.3563747693545 150 TCGA 1 100 100 0.0 0.001 75 7014 -21 1884.728346792179 1886.1222727406564 150 TCGA 1 100 100 0.0 0.001 75 7014 -22 1883.0303071195865 1889.1531737054413 150 TCGA 1 100 100 0.0 0.001 75 7014 -23 1881.4324505074985 1882.820605100699 150 TCGA 1 100 100 0.0 0.001 75 7014 -24 1878.3536099130413 1881.415876378965 150 TCGA 1 100 100 0.0 0.001 75 7014 -25 1877.0397253095045 1876.3159063137955 150 TCGA 1 100 100 0.0 0.001 75 7014 -26 1876.5959858392441 1876.2164325043184 150 TCGA 1 100 100 0.0 0.001 75 7014 -27 1874.5308478179022 1872.873406951751 150 TCGA 1 100 100 0.0 0.001 75 7014 -28 1873.9254079947102 1871.3398572452104 150 TCGA 1 100 100 0.0 0.001 75 7014 -29 1870.955242093539 1869.7916149350267 150 TCGA 1 100 100 0.0 0.001 75 7014 -30 1870.2496840669342 1872.4487402834484 150 TCGA 1 100 100 0.0 0.001 75 7014 -31 1869.2951594890394 1872.8512122379475 150 TCGA 1 100 100 0.0 0.001 75 7014 -32 1867.4485595376113 1870.5312917124686 150 TCGA 1 100 100 0.0 0.001 75 7014 -33 1866.2576913698429 1866.5792978564698 150 TCGA 1 100 100 0.0 0.001 75 7014 -34 1864.475726565661 1866.627455514879 150 TCGA 1 100 100 0.0 0.001 75 7014 -35 1863.7517076354566 1866.8743687922033 150 TCGA 1 100 100 0.0 0.001 75 7014 -36 1863.3702530195064 1863.3480083523084 150 TCGA 1 100 100 0.0 0.001 75 7014 -37 1861.5342275945452 1864.7892367108982 150 TCGA 1 100 100 0.0 0.001 75 7014 -38 1860.6946715320748 1859.221430026107 150 TCGA 1 100 100 0.0 0.001 75 7014 -39 1860.0329697348468 1863.1797494552843 150 TCGA 1 100 100 0.0 0.001 75 7014 -40 1858.6939051828556 1859.4692904218357 150 TCGA 1 100 100 0.0 0.001 75 7014 -41 1857.1885585876457 1856.7818910224953 150 TCGA 1 100 100 0.0 0.001 75 7014 -42 1857.2313009645939 1857.565869508676 150 TCGA 1 100 100 0.0 0.001 75 7014 -43 1855.641025356289 1857.6008558417086 150 TCGA 1 100 100 0.0 0.001 75 7014 -44 1854.7186376991276 1854.407716684006 150 TCGA 1 100 100 0.0 0.001 75 7014 -45 1853.8383787972464 1852.5387073305983 150 TCGA 1 100 100 0.0 0.001 75 7014 -46 1853.9321428723256 1854.127256153816 150 TCGA 1 100 100 0.0 0.001 75 7014 -47 1851.4434485535016 1853.3049242796012 150 TCGA 1 100 100 0.0 0.001 75 7014 -48 1851.460967203458 1857.1283480390232 150 TCGA 1 100 100 0.0 0.001 75 7014 -49 1850.3705286621475 1852.891366623155 150 TCGA 1 100 100 0.0 0.001 75 7014 -50 1849.5868482925034 1850.48929891155 150 TCGA 1 100 100 0.0 0.001 75 7014 -51 1849.7280058155557 1849.9883070135836 150 TCGA 1 100 100 0.0 0.001 75 7014 -52 1848.7197015053168 1856.0359720968122 150 TCGA 1 100 100 0.0 0.001 75 7014 -53 1848.0329542563475 1847.785280773987 150 TCGA 1 100 100 0.0 0.001 75 7014 -54 1847.3117457637964 1847.6195847401068 150 TCGA 1 100 100 0.0 0.001 75 7014 -55 1846.9830735933967 1848.6766087517667 150 TCGA 1 100 100 0.0 0.001 75 7014 -56 1845.3743455428898 1846.3755207924387 150 TCGA 1 100 100 0.0 0.001 75 7014 -57 1844.9918210710555 1845.3562165073413 150 TCGA 1 100 100 0.0 0.001 75 7014 -58 1844.6179672430264 1845.7878295285018 150 TCGA 1 100 100 0.0 0.001 75 7014 -59 1844.0234679937337 1845.068024448414 150 TCGA 1 100 100 0.0 0.001 75 7014 -60 1842.953464505076 1844.2063975885285 150 TCGA 1 100 100 0.0 0.001 75 7014 -61 1842.1172915302307 1843.535827943428 150 TCGA 1 100 100 0.0 0.001 75 7014 -62 1842.0882701888681 1843.3835179314542 150 TCGA 1 100 100 0.0 0.001 75 7014 -63 1841.3361707947752 1841.2725627649968 150 TCGA 1 100 100 0.0 0.001 75 7014 -64 1840.7411229989134 1841.5717135482098 150 TCGA 1 100 100 0.0 0.001 75 7014 -65 1840.3073249081972 1840.9722740901775 150 TCGA 1 100 100 0.0 0.001 75 7014 -66 1839.8268707646685 1842.8009033203125 150 TCGA 1 100 100 0.0 0.001 75 7014 -67 1839.0654690105184 1840.4916004583465 150 TCGA 1 100 100 0.0 0.001 75 7014 -68 1838.3818111800765 1839.963300388662 150 TCGA 1 100 100 0.0 0.001 75 7014 -69 1838.2984473484676 1838.0406635226916 150 TCGA 1 100 100 0.0 0.001 75 7014 -70 1837.6646140441655 1838.946428308535 150 TCGA 1 100 100 0.0 0.001 75 7014 -71 1837.1125081970645 1839.011476449631 150 TCGA 1 100 100 0.0 0.001 75 7014 -72 1836.566813023871 1837.3914114027168 150 TCGA 1 100 100 0.0 0.001 75 7014 -73 1836.3496468722094 1837.9545708277717 150 TCGA 1 100 100 0.0 0.001 75 7014 -74 1835.9556281158655 1836.3210976758794 150 TCGA 1 100 100 0.0 0.001 75 7014 -75 1835.4498661218815 1839.3207247173366 150 TCGA 1 100 100 0.0 0.001 75 7014 -76 1834.9246497935037 1836.9555424829225 150 TCGA 1 100 100 0.0 0.001 75 7014 -77 1834.4059493274265 1837.9495923219613 150 TCGA 1 100 100 0.0 0.001 75 7014 -78 1834.0432697359586 1834.9597302920854 150 TCGA 1 100 100 0.0 0.001 75 7014 -79 1833.3446788325855 1834.031823546443 150 TCGA 1 100 100 0.0 0.001 75 7014 -80 1832.8053035878725 1835.4368841276696 150 TCGA 1 100 100 0.0 0.001 75 7014 -81 1832.4651817562778 1833.6380406672033 150 TCGA 1 100 100 0.0 0.001 75 7014 -82 1832.2435743653598 1834.2918363791614 150 TCGA 1 100 100 0.0 0.001 75 7014 -83 1831.8493636265732 1837.7538768059046 150 TCGA 1 100 100 0.0 0.001 75 7014 -84 1831.4929079314882 1832.6889525753768 150 TCGA 1 100 100 0.0 0.001 75 7014 -85 1831.3048854912613 1831.4707147799545 150 TCGA 1 100 100 0.0 0.001 75 7014 -86 1830.8088564893499 1832.6163078576476 150 TCGA 1 100 100 0.0 0.001 75 7014 -87 1830.468407115815 1831.1340871839668 150 TCGA 1 100 100 0.0 0.001 75 7014 -88 1829.7911446034104 1831.7824271504005 150 TCGA 1 100 100 0.0 0.001 75 7014 -89 1829.544024026664 1831.7326157152952 150 TCGA 1 100 100 0.0 0.001 75 7014 -90 1829.3438303628423 1830.6916099049938 150 TCGA 1 100 100 0.0 0.001 75 7014 -91 1828.9478775979899 1830.223686179923 150 TCGA 1 100 100 0.0 0.001 75 7014 -92 1828.5721911755986 1829.5724974972518 150 TCGA 1 100 100 0.0 0.001 75 7014 -93 1828.1129290187635 1830.9409989400126 150 TCGA 1 100 100 0.0 0.001 75 7014 -94 1828.0438785887227 1829.4891075249293 150 TCGA 1 100 100 0.0 0.001 75 7014 -95 1827.8231446021023 1828.4431888446136 150 TCGA 1 100 100 0.0 0.001 75 7014 -96 1827.4394623494225 1828.579878763937 150 TCGA 1 100 100 0.0 0.001 75 7014 -97 1826.7284210644498 1828.3659140428706 150 TCGA 1 100 100 0.0 0.001 75 7014 -98 1826.5573290775817 1828.0613424789965 150 TCGA 1 100 100 0.0 0.001 75 7014 -99 1826.255257716468 1827.186131462979 150 TCGA 1 100 100 0.0 0.001 75 7014 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index 9d455757e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3509.0321287318443 4362.56487270336 150 TCGA 1 100 100 1.0 0.001 75 520 -1 2191.7621393673176 3888.2574334072706 150 TCGA 1 100 100 1.0 0.001 75 520 -2 2041.1761477606972 2413.017478751178 150 TCGA 1 100 100 1.0 0.001 75 520 -3 2003.2493975784432 2259.234138220399 150 TCGA 1 100 100 1.0 0.001 75 520 -4 1976.5575747578814 2084.3093126766644 150 TCGA 1 100 100 1.0 0.001 75 520 -5 1961.4411941155324 2049.2991102975816 150 TCGA 1 100 100 1.0 0.001 75 520 -6 1951.0944518736396 1980.4094563393137 150 TCGA 1 100 100 1.0 0.001 75 520 -7 1939.096542411197 1960.0430012611887 150 TCGA 1 100 100 1.0 0.001 75 520 -8 1930.9710728921773 1957.728690449317 150 TCGA 1 100 100 1.0 0.001 75 520 -9 1925.4648485052785 1935.6804328036667 150 TCGA 1 100 100 1.0 0.001 75 520 -10 1920.1354839854214 1960.293508558417 150 TCGA 1 100 100 1.0 0.001 75 520 -11 1914.1291465755019 1914.3764243581188 150 TCGA 1 100 100 1.0 0.001 75 520 -12 1909.7595171923615 1927.3267497153738 150 TCGA 1 100 100 1.0 0.001 75 520 -13 1907.2899365038168 1914.540473976327 150 TCGA 1 100 100 1.0 0.001 75 520 -14 1902.7919690787546 1901.9691640575927 150 TCGA 1 100 100 1.0 0.001 75 520 -15 1900.0533195194994 1900.6928042311165 150 TCGA 1 100 100 1.0 0.001 75 520 -16 1897.257154295894 1893.4910011483198 150 TCGA 1 100 100 1.0 0.001 75 520 -17 1895.0116278955693 1889.9438182121546 150 TCGA 1 100 100 1.0 0.001 75 520 -18 1892.0433424549292 1914.0797370642274 150 TCGA 1 100 100 1.0 0.001 75 520 -19 1889.3640032484138 1890.3377814364792 150 TCGA 1 100 100 1.0 0.001 75 520 -20 1887.0201390672307 1889.9186876766646 150 TCGA 1 100 100 1.0 0.001 75 520 -21 1886.0964855658633 1879.6463800938286 150 TCGA 1 100 100 1.0 0.001 75 520 -22 1882.5223089865988 1882.9799682003768 150 TCGA 1 100 100 1.0 0.001 75 520 -23 1880.697052863762 1884.4289029375393 150 TCGA 1 100 100 1.0 0.001 75 520 -24 1878.930060918795 1876.0177339333386 150 TCGA 1 100 100 1.0 0.001 75 520 -25 1878.7088324513495 1877.37975951535 150 TCGA 1 100 100 1.0 0.001 75 520 -26 1876.237993984859 1886.19204972617 150 TCGA 1 100 100 1.0 0.001 75 520 -27 1874.4330288529036 1869.406433412178 150 TCGA 1 100 100 1.0 0.001 75 520 -28 1873.2242323182127 1871.6975226474167 150 TCGA 1 100 100 1.0 0.001 75 520 -29 1871.5089047152305 1871.2948820027873 150 TCGA 1 100 100 1.0 0.001 75 520 -30 1870.4572040750747 1870.939219412492 150 TCGA 1 100 100 1.0 0.001 75 520 -31 1868.5225131229333 1867.681736931729 150 TCGA 1 100 100 1.0 0.001 75 520 -32 1867.64445049202 1864.5444115106784 150 TCGA 1 100 100 1.0 0.001 75 520 -33 1866.1499844915247 1865.7727842091315 150 TCGA 1 100 100 1.0 0.001 75 520 -34 1865.6013379391316 1864.6033512288002 150 TCGA 1 100 100 1.0 0.001 75 520 -35 1864.1252650420493 1862.2425659793107 150 TCGA 1 100 100 1.0 0.001 75 520 -36 1862.8031061314914 1863.4922831933104 150 TCGA 1 100 100 1.0 0.001 75 520 -37 1861.2150631468269 1860.4648406829067 150 TCGA 1 100 100 1.0 0.001 75 520 -38 1859.871322916267 1859.2287340020414 150 TCGA 1 100 100 1.0 0.001 75 520 -39 1859.258843659636 1860.2061448600423 150 TCGA 1 100 100 1.0 0.001 75 520 -40 1859.1984650451884 1856.469291648673 150 TCGA 1 100 100 1.0 0.001 75 520 -41 1858.0486230212591 1855.6981268647928 150 TCGA 1 100 100 1.0 0.001 75 520 -42 1857.326436508286 1854.8912874921482 150 TCGA 1 100 100 1.0 0.001 75 520 -43 1856.0799857036438 1855.1909437323336 150 TCGA 1 100 100 1.0 0.001 75 520 -44 1855.2656604397682 1852.636816896985 150 TCGA 1 100 100 1.0 0.001 75 520 -45 1853.859455076708 1853.0335883519158 150 TCGA 1 100 100 1.0 0.001 75 520 -46 1853.748054777755 1850.532067687068 150 TCGA 1 100 100 1.0 0.001 75 520 -47 1852.3001929989005 1852.2598220595164 150 TCGA 1 100 100 1.0 0.001 75 520 -48 1851.641254931319 1852.4991264918342 150 TCGA 1 100 100 1.0 0.001 75 520 -49 1850.41502263022 1848.7172839294126 150 TCGA 1 100 100 1.0 0.001 75 520 -50 1850.2663168180652 1848.0284528109296 150 TCGA 1 100 100 1.0 0.001 75 520 -51 1849.0321853455455 1847.359802552803 150 TCGA 1 100 100 1.0 0.001 75 520 -52 1848.6325969319216 1846.791828404719 150 TCGA 1 100 100 1.0 0.001 75 520 -53 1848.1063122055816 1847.0721613438286 150 TCGA 1 100 100 1.0 0.001 75 520 -54 1847.9917214282164 1845.8917328340924 150 TCGA 1 100 100 1.0 0.001 75 520 -55 1846.6494766168928 1845.4567717739087 150 TCGA 1 100 100 1.0 0.001 75 520 -56 1846.1432553093432 1843.4237385658762 150 TCGA 1 100 100 1.0 0.001 75 520 -57 1845.3819221047795 1845.567942250314 150 TCGA 1 100 100 1.0 0.001 75 520 -58 1844.5978018378212 1843.8534125706658 150 TCGA 1 100 100 1.0 0.001 75 520 -59 1843.9788685920103 1842.253924039141 150 TCGA 1 100 100 1.0 0.001 75 520 -60 1843.6346711189517 1843.6895396170305 150 TCGA 1 100 100 1.0 0.001 75 520 -61 1842.6481497307177 1840.936619744229 150 TCGA 1 100 100 1.0 0.001 75 520 -62 1842.363396671098 1840.766719338882 150 TCGA 1 100 100 1.0 0.001 75 520 -63 1841.521837083127 1840.1644090815405 150 TCGA 1 100 100 1.0 0.001 75 520 -64 1840.9037417337183 1839.3303903550957 150 TCGA 1 100 100 1.0 0.001 75 520 -65 1840.648888365793 1840.8101917055983 150 TCGA 1 100 100 1.0 0.001 75 520 -66 1840.1062848320735 1839.4612000431846 150 TCGA 1 100 100 1.0 0.001 75 520 -67 1839.489052831388 1839.2042107510208 150 TCGA 1 100 100 1.0 0.001 75 520 -68 1839.3091164082339 1838.1213280759266 150 TCGA 1 100 100 1.0 0.001 75 520 -69 1838.9651203464218 1837.0745371142823 150 TCGA 1 100 100 1.0 0.001 75 520 -70 1838.1043549929498 1837.8329354290986 150 TCGA 1 100 100 1.0 0.001 75 520 -71 1837.3506521435106 1836.1583552528266 150 TCGA 1 100 100 1.0 0.001 75 520 -72 1836.9650768812699 1836.0897161589196 150 TCGA 1 100 100 1.0 0.001 75 520 -73 1836.2899040616453 1837.1657242511385 150 TCGA 1 100 100 1.0 0.001 75 520 -74 1836.1387641464762 1835.1717155111494 150 TCGA 1 100 100 1.0 0.001 75 520 -75 1835.4244437904838 1833.883021062343 150 TCGA 1 100 100 1.0 0.001 75 520 -76 1834.9952532102625 1835.604497708268 150 TCGA 1 100 100 1.0 0.001 75 520 -77 1834.5068585557297 1834.022726547778 150 TCGA 1 100 100 1.0 0.001 75 520 -78 1834.2433091461799 1833.5700652922817 150 TCGA 1 100 100 1.0 0.001 75 520 -79 1833.7917541919483 1833.5613430924152 150 TCGA 1 100 100 1.0 0.001 75 520 -80 1833.3575986650776 1832.3095838077104 150 TCGA 1 100 100 1.0 0.001 75 520 -81 1832.8801409873276 1832.8066719093515 150 TCGA 1 100 100 1.0 0.001 75 520 -82 1832.7964125117069 1831.2507048180355 150 TCGA 1 100 100 1.0 0.001 75 520 -83 1832.1548669633887 1830.9668404277245 150 TCGA 1 100 100 1.0 0.001 75 520 -84 1831.7231260142778 1831.3564692358275 150 TCGA 1 100 100 1.0 0.001 75 520 -85 1831.384068670144 1830.864749774262 150 TCGA 1 100 100 1.0 0.001 75 520 -86 1830.9612280079957 1830.594867035372 150 TCGA 1 100 100 1.0 0.001 75 520 -87 1830.5331251738605 1829.406201539926 150 TCGA 1 100 100 1.0 0.001 75 520 -88 1830.0766625952037 1829.2453177754005 150 TCGA 1 100 100 1.0 0.001 75 520 -89 1829.7226644252637 1831.6048375422033 150 TCGA 1 100 100 1.0 0.001 75 520 -90 1829.6825746488778 1830.0225670589275 150 TCGA 1 100 100 1.0 0.001 75 520 -91 1829.3250805590485 1828.5034842179648 150 TCGA 1 100 100 1.0 0.001 75 520 -92 1828.9500519728765 1828.586155263623 150 TCGA 1 100 100 1.0 0.001 75 520 -93 1828.554399403707 1826.7668187127042 150 TCGA 1 100 100 1.0 0.001 75 520 -94 1828.0486964760034 1827.1317972921247 150 TCGA 1 100 100 1.0 0.001 75 520 -95 1828.1510282274414 1827.09559823041 150 TCGA 1 100 100 1.0 0.001 75 520 -96 1827.6688308860591 1827.2228586781564 150 TCGA 1 100 100 1.0 0.001 75 520 -97 1827.4371222346897 1826.398563864243 150 TCGA 1 100 100 1.0 0.001 75 520 -98 1827.1551223313759 1828.3621028727623 150 TCGA 1 100 100 1.0 0.001 75 520 -99 1827.0018392299512 1825.521864081148 150 TCGA 1 100 100 1.0 0.001 75 520 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 10830693b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3495.727629835178 4580.916018078675 150 TCGA 1 50 100 0.5 0.001 75 6100 -1 2183.4907407508335 3322.6294951319096 150 TCGA 1 50 100 0.5 0.001 75 6100 -2 2041.0583415703657 2507.466796875 150 TCGA 1 50 100 0.5 0.001 75 6100 -3 1998.7929511459322 2156.602754985867 150 TCGA 1 50 100 0.5 0.001 75 6100 -4 1977.4285128781114 2111.935054913238 150 TCGA 1 50 100 0.5 0.001 75 6100 -5 1958.6868839393783 2103.9315449316896 150 TCGA 1 50 100 0.5 0.001 75 6100 -6 1948.7313385980578 1962.5920913159548 150 TCGA 1 50 100 0.5 0.001 75 6100 -7 1937.5898985378922 1989.7716782152952 150 TCGA 1 50 100 0.5 0.001 75 6100 -8 1930.7189126604967 1934.698618213136 150 TCGA 1 50 100 0.5 0.001 75 6100 -9 1923.0974727698317 1933.468974511228 150 TCGA 1 50 100 0.5 0.001 75 6100 -10 1918.4737950914844 1917.822584602701 150 TCGA 1 50 100 0.5 0.001 75 6100 -11 1914.8465943104961 1922.6071212998586 150 TCGA 1 50 100 0.5 0.001 75 6100 -12 1909.5455466422775 1911.1390331785883 150 TCGA 1 50 100 0.5 0.001 75 6100 -13 1905.9521462301789 1906.8233728456737 150 TCGA 1 50 100 0.5 0.001 75 6100 -14 1903.0866861497734 1899.6683742197315 150 TCGA 1 50 100 0.5 0.001 75 6100 -15 1899.6588742051463 1927.656830907467 150 TCGA 1 50 100 0.5 0.001 75 6100 -16 1895.8851618527808 1901.5661608825376 150 TCGA 1 50 100 0.5 0.001 75 6100 -17 1892.796469343415 1892.215159047189 150 TCGA 1 50 100 0.5 0.001 75 6100 -18 1890.083290799253 1889.2681326554648 150 TCGA 1 50 100 0.5 0.001 75 6100 -19 1888.8314442388153 1886.316156588607 150 TCGA 1 50 100 0.5 0.001 75 6100 -20 1885.8405260983848 1883.9571993267116 150 TCGA 1 50 100 0.5 0.001 75 6100 -21 1884.948013702505 1887.9859067063835 150 TCGA 1 50 100 0.5 0.001 75 6100 -22 1881.5862580793405 1895.3975363879947 150 TCGA 1 50 100 0.5 0.001 75 6100 -23 1879.7224370166784 1885.2510244091552 150 TCGA 1 50 100 0.5 0.001 75 6100 -24 1879.0409390091536 1884.7492080765153 150 TCGA 1 50 100 0.5 0.001 75 6100 -25 1877.3031485474846 1876.5875317750863 150 TCGA 1 50 100 0.5 0.001 75 6100 -26 1875.8505900796335 1878.524376643962 150 TCGA 1 50 100 0.5 0.001 75 6100 -27 1874.1782240596704 1875.535608952968 150 TCGA 1 50 100 0.5 0.001 75 6100 -28 1872.1904523738567 1874.0607309005968 150 TCGA 1 50 100 0.5 0.001 75 6100 -29 1871.2744465864241 1877.5688464294126 150 TCGA 1 50 100 0.5 0.001 75 6100 -30 1870.6496071349777 1869.2378003297738 150 TCGA 1 50 100 0.5 0.001 75 6100 -31 1868.5968905684272 1867.352727995446 150 TCGA 1 50 100 0.5 0.001 75 6100 -32 1867.0887159314962 1872.916450538827 150 TCGA 1 50 100 0.5 0.001 75 6100 -33 1866.5254671863445 1867.8560993443782 150 TCGA 1 50 100 0.5 0.001 75 6100 -34 1864.4453779021096 1865.4453897907506 150 TCGA 1 50 100 0.5 0.001 75 6100 -35 1864.0060551180638 1864.5797419715766 150 TCGA 1 50 100 0.5 0.001 75 6100 -36 1862.6071237367582 1863.534537923995 150 TCGA 1 50 100 0.5 0.001 75 6100 -37 1861.6702861102488 1864.8585916643765 150 TCGA 1 50 100 0.5 0.001 75 6100 -38 1860.2230863914997 1861.5293214117462 150 TCGA 1 50 100 0.5 0.001 75 6100 -39 1859.079438955633 1859.4501462390076 150 TCGA 1 50 100 0.5 0.001 75 6100 -40 1858.9699557696433 1860.2585228388034 150 TCGA 1 50 100 0.5 0.001 75 6100 -41 1857.8962490909107 1856.967816376806 150 TCGA 1 50 100 0.5 0.001 75 6100 -42 1856.9386151332196 1857.109286054295 150 TCGA 1 50 100 0.5 0.001 75 6100 -43 1855.3037891475228 1858.0634894442917 150 TCGA 1 50 100 0.5 0.001 75 6100 -44 1854.8481419969182 1856.545321210545 150 TCGA 1 50 100 0.5 0.001 75 6100 -45 1853.8088512708066 1854.7193977701006 150 TCGA 1 50 100 0.5 0.001 75 6100 -46 1853.0290837595007 1856.1955627748116 150 TCGA 1 50 100 0.5 0.001 75 6100 -47 1852.2179600787704 1853.3477697324513 150 TCGA 1 50 100 0.5 0.001 75 6100 -48 1851.0592610831504 1852.096775994229 150 TCGA 1 50 100 0.5 0.001 75 6100 -49 1850.2965781970513 1851.071747286236 150 TCGA 1 50 100 0.5 0.001 75 6100 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index cff1414ba..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3488.1532999288424 4606.557371820038 150 TCGA 1 50 100 0.0 0.001 75 871 -1 2189.285315231628 3377.100239969378 150 TCGA 1 50 100 0.0 0.001 75 871 -2 2045.165544239295 2864.2278126472206 150 TCGA 1 50 100 0.0 0.001 75 871 -3 1998.8980540256307 2098.1170365990106 150 TCGA 1 50 100 0.0 0.001 75 871 -4 1976.5628847142843 2087.0288380378456 150 TCGA 1 50 100 0.0 0.001 75 871 -5 1959.7612063517222 2073.5434950632066 150 TCGA 1 50 100 0.0 0.001 75 871 -6 1949.4354065057223 1996.917125912767 150 TCGA 1 50 100 0.0 0.001 75 871 -7 1940.9912007456712 1974.6992948139134 150 TCGA 1 50 100 0.0 0.001 75 871 -8 1930.9693446550561 1951.6534215265783 150 TCGA 1 50 100 0.0 0.001 75 871 -9 1924.4122605765021 1931.549952521396 150 TCGA 1 50 100 0.0 0.001 75 871 -10 1919.1744057482567 1921.4956796924073 150 TCGA 1 50 100 0.0 0.001 75 871 -11 1914.3632076044994 1928.854884162021 150 TCGA 1 50 100 0.0 0.001 75 871 -12 1910.583201702504 1936.1746218887406 150 TCGA 1 50 100 0.0 0.001 75 871 -13 1906.2905764089576 1905.2902506919363 150 TCGA 1 50 100 0.0 0.001 75 871 -14 1903.6799385759737 1924.3056628356626 150 TCGA 1 50 100 0.0 0.001 75 871 -15 1900.3041930055497 1908.3859556571922 150 TCGA 1 50 100 0.0 0.001 75 871 -16 1896.397736580141 1894.9976003062186 150 TCGA 1 50 100 0.0 0.001 75 871 -17 1893.2930612531088 1891.6300435281878 150 TCGA 1 50 100 0.0 0.001 75 871 -18 1891.1514565431323 1891.3608410705874 150 TCGA 1 50 100 0.0 0.001 75 871 -19 1888.6855800801961 1898.2866848892902 150 TCGA 1 50 100 0.0 0.001 75 871 -20 1886.2032010708288 1891.139284680237 150 TCGA 1 50 100 0.0 0.001 75 871 -21 1884.5426608014418 1890.4732322501177 150 TCGA 1 50 100 0.0 0.001 75 871 -22 1881.9428914774076 1883.1589048759422 150 TCGA 1 50 100 0.0 0.001 75 871 -23 1880.8096697509575 1882.1747592945194 150 TCGA 1 50 100 0.0 0.001 75 871 -24 1878.815703245449 1885.345578601013 150 TCGA 1 50 100 0.0 0.001 75 871 -25 1877.088144439687 1879.6600464480607 150 TCGA 1 50 100 0.0 0.001 75 871 -26 1875.4389771475219 1877.8380629956423 150 TCGA 1 50 100 0.0 0.001 75 871 -27 1874.3424125541094 1876.3034085221027 150 TCGA 1 50 100 0.0 0.001 75 871 -28 1871.822547371838 1873.0081983403345 150 TCGA 1 50 100 0.0 0.001 75 871 -29 1870.4341164354848 1874.1606377836447 150 TCGA 1 50 100 0.0 0.001 75 871 -30 1869.200084197041 1870.8366490656408 150 TCGA 1 50 100 0.0 0.001 75 871 -31 1868.499305552225 1872.7164153285962 150 TCGA 1 50 100 0.0 0.001 75 871 -32 1866.9262515865462 1868.1461629436244 150 TCGA 1 50 100 0.0 0.001 75 871 -33 1866.2995188530301 1875.4424870936714 150 TCGA 1 50 100 0.0 0.001 75 871 -34 1864.5117080676555 1869.9949595389055 150 TCGA 1 50 100 0.0 0.001 75 871 -35 1863.0430498758667 1867.8905783801822 150 TCGA 1 50 100 0.0 0.001 75 871 -36 1861.9370302493478 1864.8343610140546 150 TCGA 1 50 100 0.0 0.001 75 871 -37 1861.2486335727995 1861.4689058083386 150 TCGA 1 50 100 0.0 0.001 75 871 -38 1860.8313025887462 1864.0897505103644 150 TCGA 1 50 100 0.0 0.001 75 871 -39 1859.3186525672072 1861.850012391057 150 TCGA 1 50 100 0.0 0.001 75 871 -40 1858.5467573715807 1858.9387145689384 150 TCGA 1 50 100 0.0 0.001 75 871 -41 1857.0155890560907 1860.9118775027482 150 TCGA 1 50 100 0.0 0.001 75 871 -42 1856.746301401698 1864.050424853761 150 TCGA 1 50 100 0.0 0.001 75 871 -43 1854.9239043457085 1858.867490528816 150 TCGA 1 50 100 0.0 0.001 75 871 -44 1854.3026089528294 1856.8261639005575 150 TCGA 1 50 100 0.0 0.001 75 871 -45 1853.280392673721 1855.952894968004 150 TCGA 1 50 100 0.0 0.001 75 871 -46 1853.040683286905 1855.555808215884 150 TCGA 1 50 100 0.0 0.001 75 871 -47 1852.0719540384496 1855.896844451751 150 TCGA 1 50 100 0.0 0.001 75 871 -48 1851.141747831593 1853.6399023928234 150 TCGA 1 50 100 0.0 0.001 75 871 -49 1850.2503981489676 1855.6721449042086 150 TCGA 1 50 100 0.0 0.001 75 871 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 818523022..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 3506.4712885828844 5004.750775361181 150 TCGA 1 50 100 1.0 0.001 75 595 -1 2185.9812834695294 3285.6692544755024 150 TCGA 1 50 100 1.0 0.001 75 595 -2 2043.6464921142497 2517.488352406564 150 TCGA 1 50 100 1.0 0.001 75 595 -3 2002.6365229796852 2788.245569890468 150 TCGA 1 50 100 1.0 0.001 75 595 -4 1978.7465284015202 2019.497743846184 150 TCGA 1 50 100 1.0 0.001 75 595 -5 1961.9197254234132 2023.2444602161197 150 TCGA 1 50 100 1.0 0.001 75 595 -6 1949.7706056976574 1988.2662089745604 150 TCGA 1 50 100 1.0 0.001 75 595 -7 1940.1942511736409 1931.457066828282 150 TCGA 1 50 100 1.0 0.001 75 595 -8 1932.3043931496304 1924.58008732628 150 TCGA 1 50 100 1.0 0.001 75 595 -9 1926.9854109694163 1976.8072951427057 150 TCGA 1 50 100 1.0 0.001 75 595 -10 1919.9627222418187 1941.2119005672896 150 TCGA 1 50 100 1.0 0.001 75 595 -11 1916.4458611555724 1926.1354422257773 150 TCGA 1 50 100 1.0 0.001 75 595 -12 1910.9089372773058 1903.6475063304806 150 TCGA 1 50 100 1.0 0.001 75 595 -13 1907.3757459928127 1924.795345747291 150 TCGA 1 50 100 1.0 0.001 75 595 -14 1903.183247582084 1908.069680065366 150 TCGA 1 50 100 1.0 0.001 75 595 -15 1900.6043045515726 1896.7548509147298 150 TCGA 1 50 100 1.0 0.001 75 595 -16 1896.1238966800363 1895.572281573885 150 TCGA 1 50 100 1.0 0.001 75 595 -17 1895.2280526325658 1892.52114208739 150 TCGA 1 50 100 1.0 0.001 75 595 -18 1892.4937944162077 1887.7795238399026 150 TCGA 1 50 100 1.0 0.001 75 595 -19 1889.2806412289885 1888.3310289239164 150 TCGA 1 50 100 1.0 0.001 75 595 -20 1887.910280786517 1896.4808147181218 150 TCGA 1 50 100 1.0 0.001 75 595 -21 1886.3078309706457 1882.8425832777168 150 TCGA 1 50 100 1.0 0.001 75 595 -22 1883.8057387026577 1877.336518407467 150 TCGA 1 50 100 1.0 0.001 75 595 -23 1881.4339059633207 1880.2794588175252 150 TCGA 1 50 100 1.0 0.001 75 595 -24 1879.6894312289187 1880.4363694694173 150 TCGA 1 50 100 1.0 0.001 75 595 -25 1878.7784776727008 1874.3834565895886 150 TCGA 1 50 100 1.0 0.001 75 595 -26 1876.220320154772 1876.014270571608 150 TCGA 1 50 100 1.0 0.001 75 595 -27 1874.3195018136005 1875.388791491638 150 TCGA 1 50 100 1.0 0.001 75 595 -28 1873.5435139310853 1872.9928579665907 150 TCGA 1 50 100 1.0 0.001 75 595 -29 1871.8115291601846 1870.5204072118404 150 TCGA 1 50 100 1.0 0.001 75 595 -30 1871.0211883214506 1865.3647129691426 150 TCGA 1 50 100 1.0 0.001 75 595 -31 1868.80760819471 1866.121291884226 150 TCGA 1 50 100 1.0 0.001 75 595 -32 1868.0190122025076 1863.7539001158134 150 TCGA 1 50 100 1.0 0.001 75 595 -33 1866.2482878953992 1866.4715005692526 150 TCGA 1 50 100 1.0 0.001 75 595 -34 1864.8438565645624 1862.0271578841473 150 TCGA 1 50 100 1.0 0.001 75 595 -35 1863.7331227267316 1870.2977853132852 150 TCGA 1 50 100 1.0 0.001 75 595 -36 1862.9912954561012 1859.8890804118248 150 TCGA 1 50 100 1.0 0.001 75 595 -37 1862.2994974883409 1862.701973613183 150 TCGA 1 50 100 1.0 0.001 75 595 -38 1861.147888885304 1857.6720559585035 150 TCGA 1 50 100 1.0 0.001 75 595 -39 1859.846900828383 1855.6910314512013 150 TCGA 1 50 100 1.0 0.001 75 595 -40 1858.771823253306 1854.6404704184988 150 TCGA 1 50 100 1.0 0.001 75 595 -41 1857.0370638115303 1857.5508333905857 150 TCGA 1 50 100 1.0 0.001 75 595 -42 1856.9292454907425 1854.812829405818 150 TCGA 1 50 100 1.0 0.001 75 595 -43 1856.6094232885575 1852.044526219967 150 TCGA 1 50 100 1.0 0.001 75 595 -44 1854.897623884131 1853.4752589853565 150 TCGA 1 50 100 1.0 0.001 75 595 -45 1854.29013625276 1850.1392165907664 150 TCGA 1 50 100 1.0 0.001 75 595 -46 1854.0207844770491 1850.5633256615106 150 TCGA 1 50 100 1.0 0.001 75 595 -47 1852.806634425425 1848.872767156093 150 TCGA 1 50 100 1.0 0.001 75 595 -48 1851.6686073470985 1850.1264599364008 150 TCGA 1 50 100 1.0 0.001 75 595 -49 1851.162094060006 1847.816290313874 150 TCGA 1 50 100 1.0 0.001 75 595 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 09867e71b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2654.2881266230625 2471.037014908527 50 TCGA 1 100 100 0.5 0.001 75 5889 -1 1999.9173415437688 2113.796075102073 50 TCGA 1 100 100 0.5 0.001 75 5889 -2 1958.0141496101598 1948.884562583425 50 TCGA 1 100 100 0.5 0.001 75 5889 -3 1932.237032369466 1927.916799574042 50 TCGA 1 100 100 0.5 0.001 75 5889 -4 1918.8350005739035 1928.3176674387562 50 TCGA 1 100 100 0.5 0.001 75 5889 -5 1906.8433837890625 1937.8922726425094 50 TCGA 1 100 100 0.5 0.001 75 5889 -6 1899.6746007282961 1897.1231977759894 50 TCGA 1 100 100 0.5 0.001 75 5889 -7 1889.298867529771 1887.2673793773556 50 TCGA 1 100 100 0.5 0.001 75 5889 -8 1883.9826347179905 1880.4766618738222 50 TCGA 1 100 100 0.5 0.001 75 5889 -9 1879.7185791914903 1881.4635488232177 50 TCGA 1 100 100 0.5 0.001 75 5889 -10 1875.7907896607112 1870.744508062775 50 TCGA 1 100 100 0.5 0.001 75 5889 -11 1871.8614574440462 1869.703811415476 50 TCGA 1 100 100 0.5 0.001 75 5889 -12 1868.476865202764 1866.595676747998 50 TCGA 1 100 100 0.5 0.001 75 5889 -13 1864.488977959598 1863.5115341109847 50 TCGA 1 100 100 0.5 0.001 75 5889 -14 1861.991933467306 1860.372448178392 50 TCGA 1 100 100 0.5 0.001 75 5889 -15 1859.715458924968 1858.092793066897 50 TCGA 1 100 100 0.5 0.001 75 5889 -16 1857.1011657135762 1855.1034683917635 50 TCGA 1 100 100 0.5 0.001 75 5889 -17 1855.1578020056866 1853.9481802322157 50 TCGA 1 100 100 0.5 0.001 75 5889 -18 1853.245411824004 1853.604278104389 50 TCGA 1 100 100 0.5 0.001 75 5889 -19 1851.3289913735707 1850.9790854909313 50 TCGA 1 100 100 0.5 0.001 75 5889 -20 1849.6345500841726 1848.5445237662923 50 TCGA 1 100 100 0.5 0.001 75 5889 -21 1847.8392848753479 1845.7989655307788 50 TCGA 1 100 100 0.5 0.001 75 5889 -22 1846.0258695046969 1846.6707831147928 50 TCGA 1 100 100 0.5 0.001 75 5889 -23 1845.0204602597162 1844.8771193614557 50 TCGA 1 100 100 0.5 0.001 75 5889 -24 1843.5124245341408 1843.41109171345 50 TCGA 1 100 100 0.5 0.001 75 5889 -25 1842.0305536174126 1842.0266499735003 50 TCGA 1 100 100 0.5 0.001 75 5889 -26 1841.062668614814 1839.819927886503 50 TCGA 1 100 100 0.5 0.001 75 5889 -27 1839.8123985177265 1838.800583115774 50 TCGA 1 100 100 0.5 0.001 75 5889 -28 1838.7132549692524 1837.3975241196215 50 TCGA 1 100 100 0.5 0.001 75 5889 -29 1837.297306177033 1837.3244530759266 50 TCGA 1 100 100 0.5 0.001 75 5889 -30 1836.5009537807653 1836.413544161236 50 TCGA 1 100 100 0.5 0.001 75 5889 -31 1835.2084790346998 1834.538249720281 50 TCGA 1 100 100 0.5 0.001 75 5889 -32 1834.1293412149053 1834.103836442957 50 TCGA 1 100 100 0.5 0.001 75 5889 -33 1833.373470394536 1832.5686188510913 50 TCGA 1 100 100 0.5 0.001 75 5889 -34 1832.66057121276 1831.8664992442682 50 TCGA 1 100 100 0.5 0.001 75 5889 -35 1831.4736020053813 1831.403837424427 50 TCGA 1 100 100 0.5 0.001 75 5889 -36 1830.8881942352182 1829.5501512690405 50 TCGA 1 100 100 0.5 0.001 75 5889 -37 1830.0395046727626 1830.561728319331 50 TCGA 1 100 100 0.5 0.001 75 5889 -38 1829.5610371455641 1830.97960628337 50 TCGA 1 100 100 0.5 0.001 75 5889 -39 1828.7298273460608 1828.6104527765783 50 TCGA 1 100 100 0.5 0.001 75 5889 -40 1828.1188542455125 1828.3285666614322 50 TCGA 1 100 100 0.5 0.001 75 5889 -41 1827.5666723820843 1827.403147328439 50 TCGA 1 100 100 0.5 0.001 75 5889 -42 1827.132451330475 1827.0322020257538 50 TCGA 1 100 100 0.5 0.001 75 5889 -43 1826.5388976458075 1827.664158806729 50 TCGA 1 100 100 0.5 0.001 75 5889 -44 1825.9745461665862 1826.25904915201 50 TCGA 1 100 100 0.5 0.001 75 5889 -45 1825.4339690763566 1826.5841389565012 50 TCGA 1 100 100 0.5 0.001 75 5889 -46 1824.97484002644 1825.191946058417 50 TCGA 1 100 100 0.5 0.001 75 5889 -47 1824.5054327079874 1824.64002262288 50 TCGA 1 100 100 0.5 0.001 75 5889 -48 1823.9020637472183 1824.317758838136 50 TCGA 1 100 100 0.5 0.001 75 5889 -49 1823.5741849316591 1825.2894256438442 50 TCGA 1 100 100 0.5 0.001 75 5889 -50 1823.3432423978768 1826.4514025204146 50 TCGA 1 100 100 0.5 0.001 75 5889 -51 1822.9400926486285 1822.9631666633952 50 TCGA 1 100 100 0.5 0.001 75 5889 -52 1822.5652108084398 1822.81359985965 50 TCGA 1 100 100 0.5 0.001 75 5889 -53 1822.190758619235 1821.7945863349953 50 TCGA 1 100 100 0.5 0.001 75 5889 -54 1821.9400758484617 1821.7173624470006 50 TCGA 1 100 100 0.5 0.001 75 5889 -55 1821.8078672551912 1826.1051687882773 50 TCGA 1 100 100 0.5 0.001 75 5889 -56 1821.3450988095071 1821.5878286697157 50 TCGA 1 100 100 0.5 0.001 75 5889 -57 1821.5412243258568 1822.6313544038553 50 TCGA 1 100 100 0.5 0.001 75 5889 -58 1820.9355706650174 1821.4328723696608 50 TCGA 1 100 100 0.5 0.001 75 5889 -59 1820.8157406472803 1821.0121659322 50 TCGA 1 100 100 0.5 0.001 75 5889 -60 1820.4247662637606 1819.9689830990892 50 TCGA 1 100 100 0.5 0.001 75 5889 -61 1820.5057889996049 1819.596791943114 50 TCGA 1 100 100 0.5 0.001 75 5889 -62 1820.0976070076617 1819.6583926713647 50 TCGA 1 100 100 0.5 0.001 75 5889 -63 1819.99867513039 1820.7474236416458 50 TCGA 1 100 100 0.5 0.001 75 5889 -64 1819.8350291055738 1819.529558804766 50 TCGA 1 100 100 0.5 0.001 75 5889 -65 1819.490011748944 1819.5962539749528 50 TCGA 1 100 100 0.5 0.001 75 5889 -66 1819.169712302115 1820.052011154405 50 TCGA 1 100 100 0.5 0.001 75 5889 -67 1819.387748260958 1819.4339029130026 50 TCGA 1 100 100 0.5 0.001 75 5889 -68 1819.644115851226 1820.006921202693 50 TCGA 1 100 100 0.5 0.001 75 5889 -69 1818.956187590037 1819.5465646101602 50 TCGA 1 100 100 0.5 0.001 75 5889 -70 1818.7998459589562 1819.2862941416065 50 TCGA 1 100 100 0.5 0.001 75 5889 -71 1818.63714688856 1818.478875701751 50 TCGA 1 100 100 0.5 0.001 75 5889 -72 1818.5657981193842 1819.343315086173 50 TCGA 1 100 100 0.5 0.001 75 5889 -73 1818.604787110138 1817.9994503768844 50 TCGA 1 100 100 0.5 0.001 75 5889 -74 1818.1790982542434 1818.978230385325 50 TCGA 1 100 100 0.5 0.001 75 5889 -75 1818.7481032570686 1818.5790218180748 50 TCGA 1 100 100 0.5 0.001 75 5889 -76 1817.9067059617075 1818.853519305512 50 TCGA 1 100 100 0.5 0.001 75 5889 -77 1817.9694091442614 1818.0405359316112 50 TCGA 1 100 100 0.5 0.001 75 5889 -78 1817.9342241990857 1818.4611055767116 50 TCGA 1 100 100 0.5 0.001 75 5889 -79 1817.9537600544843 1818.5347826780387 50 TCGA 1 100 100 0.5 0.001 75 5889 -80 1817.8363849185569 1818.6177230144865 50 TCGA 1 100 100 0.5 0.001 75 5889 -81 1817.6619555710388 1817.976036800212 50 TCGA 1 100 100 0.5 0.001 75 5889 -82 1817.7363129190096 1818.4402628376256 50 TCGA 1 100 100 0.5 0.001 75 5889 -83 1817.5806202812378 1817.4172093377042 50 TCGA 1 100 100 0.5 0.001 75 5889 -84 1817.3861127177017 1817.0031394766802 50 TCGA 1 100 100 0.5 0.001 75 5889 -85 1817.3674660584852 1817.6746096203674 50 TCGA 1 100 100 0.5 0.001 75 5889 -86 1817.317150948396 1817.3250695616755 50 TCGA 1 100 100 0.5 0.001 75 5889 -87 1817.3155810252565 1818.0282565169598 50 TCGA 1 100 100 0.5 0.001 75 5889 -88 1817.2088820206984 1817.8154977769707 50 TCGA 1 100 100 0.5 0.001 75 5889 -89 1816.9811185063336 1817.4835861436086 50 TCGA 1 100 100 0.5 0.001 75 5889 -90 1817.0808017857173 1817.556500152128 50 TCGA 1 100 100 0.5 0.001 75 5889 -91 1817.0605727633351 1817.7294375932397 50 TCGA 1 100 100 0.5 0.001 75 5889 -92 1817.1005593270168 1816.8637351798052 50 TCGA 1 100 100 0.5 0.001 75 5889 -93 1817.1482080339733 1816.976269899301 50 TCGA 1 100 100 0.5 0.001 75 5889 -94 1816.91313197786 1816.7341566229586 50 TCGA 1 100 100 0.5 0.001 75 5889 -95 1816.9109881375834 1818.0596015968515 50 TCGA 1 100 100 0.5 0.001 75 5889 -96 1816.7006078771826 1817.4856926232726 50 TCGA 1 100 100 0.5 0.001 75 5889 -97 1816.5428954860117 1816.5151612554962 50 TCGA 1 100 100 0.5 0.001 75 5889 -98 1816.5096216313552 1817.2615163218436 50 TCGA 1 100 100 0.5 0.001 75 5889 -99 1816.5938834884307 1816.0734789671012 50 TCGA 1 100 100 0.5 0.001 75 5889 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index bf8cf2f71..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2657.3698352771567 2349.5417455932 50 TCGA 1 100 100 0.0 0.001 75 6533 -1 2003.9325962860757 2067.086322726916 50 TCGA 1 100 100 0.0 0.001 75 6533 -2 1961.1275074623807 1969.241608432789 50 TCGA 1 100 100 0.0 0.001 75 6533 -3 1935.1630650905777 1919.472303534273 50 TCGA 1 100 100 0.0 0.001 75 6533 -4 1919.3494452565812 1908.9555418695038 50 TCGA 1 100 100 0.0 0.001 75 6533 -5 1907.4740251297796 1904.9239158438677 50 TCGA 1 100 100 0.0 0.001 75 6533 -6 1897.5950329168818 1889.19741161864 50 TCGA 1 100 100 0.0 0.001 75 6533 -7 1891.2640096768962 1884.781321156564 50 TCGA 1 100 100 0.0 0.001 75 6533 -8 1885.8944244946815 1884.2507250608512 50 TCGA 1 100 100 0.0 0.001 75 6533 -9 1880.4903559684221 1879.5279154561872 50 TCGA 1 100 100 0.0 0.001 75 6533 -10 1875.5626242367573 1869.0218702153345 50 TCGA 1 100 100 0.0 0.001 75 6533 -11 1872.6027779709561 1867.1423474795854 50 TCGA 1 100 100 0.0 0.001 75 6533 -12 1868.9187366116432 1869.1634920206502 50 TCGA 1 100 100 0.0 0.001 75 6533 -13 1865.8558737661892 1869.5895910215138 50 TCGA 1 100 100 0.0 0.001 75 6533 -14 1863.9961565360252 1859.2689294862987 50 TCGA 1 100 100 0.0 0.001 75 6533 -15 1860.5128156387561 1856.614956496349 50 TCGA 1 100 100 0.0 0.001 75 6533 -16 1857.381310704058 1852.6833134176743 50 TCGA 1 100 100 0.0 0.001 75 6533 -17 1855.7652805897658 1856.926562131949 50 TCGA 1 100 100 0.0 0.001 75 6533 -18 1853.4240020401098 1849.5449132871388 50 TCGA 1 100 100 0.0 0.001 75 6533 -19 1851.8746186511992 1848.1487454361652 50 TCGA 1 100 100 0.0 0.001 75 6533 -20 1849.9799912055964 1850.1889194507694 50 TCGA 1 100 100 0.0 0.001 75 6533 -21 1848.4546344125627 1846.7120453340924 50 TCGA 1 100 100 0.0 0.001 75 6533 -22 1846.7718145602755 1842.9989921531485 50 TCGA 1 100 100 0.0 0.001 75 6533 -23 1844.9079062266733 1844.0492317544756 50 TCGA 1 100 100 0.0 0.001 75 6533 -24 1843.9372454767902 1840.950605076162 50 TCGA 1 100 100 0.0 0.001 75 6533 -25 1842.4780094671735 1840.738974413081 50 TCGA 1 100 100 0.0 0.001 75 6533 -26 1840.9213645637853 1838.504772397142 50 TCGA 1 100 100 0.0 0.001 75 6533 -27 1840.4376839161823 1838.2298792546717 50 TCGA 1 100 100 0.0 0.001 75 6533 -28 1838.7517570004238 1836.944501560537 50 TCGA 1 100 100 0.0 0.001 75 6533 -29 1837.4029523302554 1839.0713767813677 50 TCGA 1 100 100 0.0 0.001 75 6533 -30 1836.4685622959455 1834.466365641685 50 TCGA 1 100 100 0.0 0.001 75 6533 -31 1835.69797030548 1833.775738433378 50 TCGA 1 100 100 0.0 0.001 75 6533 -32 1834.2217053850788 1833.4830316131438 50 TCGA 1 100 100 0.0 0.001 75 6533 -33 1833.6855859118841 1832.8361890016488 50 TCGA 1 100 100 0.0 0.001 75 6533 -34 1832.9564940534221 1831.3455166457286 50 TCGA 1 100 100 0.0 0.001 75 6533 -35 1832.119945152701 1831.9044440954774 50 TCGA 1 100 100 0.0 0.001 75 6533 -36 1831.1108426369651 1832.56287418538 50 TCGA 1 100 100 0.0 0.001 75 6533 -37 1830.5937311151408 1828.320442544755 50 TCGA 1 100 100 0.0 0.001 75 6533 -38 1829.55459789911 1827.7261073433574 50 TCGA 1 100 100 0.0 0.001 75 6533 -39 1828.9977451805185 1827.5336441730135 50 TCGA 1 100 100 0.0 0.001 75 6533 -40 1828.473571988538 1829.908319061126 50 TCGA 1 100 100 0.0 0.001 75 6533 -41 1827.489737414345 1825.59375920128 50 TCGA 1 100 100 0.0 0.001 75 6533 -42 1827.2955325671985 1825.4273197039886 50 TCGA 1 100 100 0.0 0.001 75 6533 -43 1826.4203577800606 1826.574937063246 50 TCGA 1 100 100 0.0 0.001 75 6533 -44 1826.013138234662 1824.1209410087547 50 TCGA 1 100 100 0.0 0.001 75 6533 -45 1825.5328015969233 1824.7715868159155 50 TCGA 1 100 100 0.0 0.001 75 6533 -46 1825.0673912057707 1823.6045584367148 50 TCGA 1 100 100 0.0 0.001 75 6533 -47 1824.7055035657231 1824.026730944763 50 TCGA 1 100 100 0.0 0.001 75 6533 -48 1824.1832850111664 1823.1737397927136 50 TCGA 1 100 100 0.0 0.001 75 6533 -49 1824.062870789085 1823.3233102769707 50 TCGA 1 100 100 0.0 0.001 75 6533 -50 1823.433846297521 1821.7502159233668 50 TCGA 1 100 100 0.0 0.001 75 6533 -51 1823.1740097793595 1821.705612412649 50 TCGA 1 100 100 0.0 0.001 75 6533 -52 1822.8250577500628 1821.4545475178627 50 TCGA 1 100 100 0.0 0.001 75 6533 -53 1822.4158298148816 1823.0548144776617 50 TCGA 1 100 100 0.0 0.001 75 6533 -54 1822.28110676938 1821.242526107098 50 TCGA 1 100 100 0.0 0.001 75 6533 -55 1822.0071026282274 1820.717058804766 50 TCGA 1 100 100 0.0 0.001 75 6533 -56 1821.5505033319105 1821.2712341001884 50 TCGA 1 100 100 0.0 0.001 75 6533 -57 1821.4392728331845 1820.0291018078674 50 TCGA 1 100 100 0.0 0.001 75 6533 -58 1821.0429215378522 1820.142781166575 50 TCGA 1 100 100 0.0 0.001 75 6533 -59 1820.83432198614 1820.1899364989008 50 TCGA 1 100 100 0.0 0.001 75 6533 -60 1820.6468235258146 1819.9484427754005 50 TCGA 1 100 100 0.0 0.001 75 6533 -61 1820.3470309377049 1819.2597484492776 50 TCGA 1 100 100 0.0 0.001 75 6533 -62 1820.6475971510188 1818.8803299947 50 TCGA 1 100 100 0.0 0.001 75 6533 -63 1820.304908600007 1819.240582183378 50 TCGA 1 100 100 0.0 0.001 75 6533 -64 1820.2099683633646 1819.7435511296717 50 TCGA 1 100 100 0.0 0.001 75 6533 -65 1819.84867559638 1818.641477038513 50 TCGA 1 100 100 0.0 0.001 75 6533 -66 1819.6417230877948 1818.2721321451006 50 TCGA 1 100 100 0.0 0.001 75 6533 -67 1819.4575561019296 1818.7488940061637 50 TCGA 1 100 100 0.0 0.001 75 6533 -68 1819.2392310521368 1819.6175463499137 50 TCGA 1 100 100 0.0 0.001 75 6533 -69 1819.0112742064107 1818.2284739125314 50 TCGA 1 100 100 0.0 0.001 75 6533 -70 1818.9052127497926 1817.897070803235 50 TCGA 1 100 100 0.0 0.001 75 6533 -71 1819.2427819779255 1818.373579935812 50 TCGA 1 100 100 0.0 0.001 75 6533 -72 1818.817758929132 1817.6752580038867 50 TCGA 1 100 100 0.0 0.001 75 6533 -73 1819.1740365669734 1818.1801395895493 50 TCGA 1 100 100 0.0 0.001 75 6533 -74 1818.809740262607 1818.0666368954146 50 TCGA 1 100 100 0.0 0.001 75 6533 -75 1818.3435193349346 1817.5753314914416 50 TCGA 1 100 100 0.0 0.001 75 6533 -76 1818.4526896535824 1816.566524026382 50 TCGA 1 100 100 0.0 0.001 75 6533 -77 1817.9844470922003 1817.870243551743 50 TCGA 1 100 100 0.0 0.001 75 6533 -78 1818.2396237236778 1817.9461130113457 50 TCGA 1 100 100 0.0 0.001 75 6533 -79 1818.101272441644 1818.2979791535804 50 TCGA 1 100 100 0.0 0.001 75 6533 -80 1817.9528799055943 1816.4877058633008 50 TCGA 1 100 100 0.0 0.001 75 6533 -81 1818.1436580909603 1817.6983752993483 50 TCGA 1 100 100 0.0 0.001 75 6533 -82 1817.7248307475156 1816.9715091571136 50 TCGA 1 100 100 0.0 0.001 75 6533 -83 1817.6678466660621 1816.874493929609 50 TCGA 1 100 100 0.0 0.001 75 6533 -84 1817.3784990128643 1816.314289342219 50 TCGA 1 100 100 0.0 0.001 75 6533 -85 1817.436354264043 1816.5187957610317 50 TCGA 1 100 100 0.0 0.001 75 6533 -86 1817.541686909528 1818.35288135011 50 TCGA 1 100 100 0.0 0.001 75 6533 -87 1817.330744913133 1816.9244458375863 50 TCGA 1 100 100 0.0 0.001 75 6533 -88 1817.3814639357506 1817.3935712498037 50 TCGA 1 100 100 0.0 0.001 75 6533 -89 1817.2712942047408 1817.0806596458856 50 TCGA 1 100 100 0.0 0.001 75 6533 -90 1817.3890495313067 1816.2483719868876 50 TCGA 1 100 100 0.0 0.001 75 6533 -91 1816.940452223977 1816.374087846459 50 TCGA 1 100 100 0.0 0.001 75 6533 -92 1816.953101400739 1816.2777633283606 50 TCGA 1 100 100 0.0 0.001 75 6533 -93 1816.6809956648212 1817.0742334720478 50 TCGA 1 100 100 0.0 0.001 75 6533 -94 1816.9310391981003 1817.0998884804883 50 TCGA 1 100 100 0.0 0.001 75 6533 -95 1817.0315937834641 1816.5638053548994 50 TCGA 1 100 100 0.0 0.001 75 6533 -96 1816.938960347355 1818.8684253788474 50 TCGA 1 100 100 0.0 0.001 75 6533 -97 1816.894872240249 1815.859877389879 50 TCGA 1 100 100 0.0 0.001 75 6533 -98 1816.68122721554 1816.390847670972 50 TCGA 1 100 100 0.0 0.001 75 6533 -99 1816.6135021183743 1815.736684521239 50 TCGA 1 100 100 0.0 0.001 75 6533 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index 2fbe14000..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2663.6015785098916 2695.5093656760364 50 TCGA 1 100 100 1.0 0.001 75 7971 -1 2001.8370920379907 2042.0920404022063 50 TCGA 1 100 100 1.0 0.001 75 7971 -2 1961.3569073102772 1970.3005524448413 50 TCGA 1 100 100 1.0 0.001 75 7971 -3 1935.9606597317902 1952.976275420069 50 TCGA 1 100 100 1.0 0.001 75 7971 -4 1918.1836234398327 1905.57966284057 50 TCGA 1 100 100 1.0 0.001 75 7971 -5 1907.5447199459866 1911.2229445567682 50 TCGA 1 100 100 1.0 0.001 75 7971 -6 1898.1760524916242 1890.7825026008952 50 TCGA 1 100 100 1.0 0.001 75 7971 -7 1889.9254442656302 1887.174870323296 50 TCGA 1 100 100 1.0 0.001 75 7971 -8 1883.7769768169142 1882.6098166614322 50 TCGA 1 100 100 1.0 0.001 75 7971 -9 1880.220286023046 1881.5348838921168 50 TCGA 1 100 100 1.0 0.001 75 7971 -10 1876.1190618427088 1873.622916830245 50 TCGA 1 100 100 1.0 0.001 75 7971 -11 1871.529564451381 1869.9935707590687 50 TCGA 1 100 100 1.0 0.001 75 7971 -12 1868.26115807679 1865.0408849668263 50 TCGA 1 100 100 1.0 0.001 75 7971 -13 1864.737812466754 1862.1162649183418 50 TCGA 1 100 100 1.0 0.001 75 7971 -14 1862.6073388688226 1861.4170915613222 50 TCGA 1 100 100 1.0 0.001 75 7971 -15 1860.1886588708805 1857.6115501825534 50 TCGA 1 100 100 1.0 0.001 75 7971 -16 1857.5038267046841 1856.400937794441 50 TCGA 1 100 100 1.0 0.001 75 7971 -17 1855.4823972947072 1852.927650336644 50 TCGA 1 100 100 1.0 0.001 75 7971 -18 1853.090872893071 1851.5414480851523 50 TCGA 1 100 100 1.0 0.001 75 7971 -19 1851.6195971044742 1851.0019365626963 50 TCGA 1 100 100 1.0 0.001 75 7971 -20 1849.9131790265026 1848.9006341522063 50 TCGA 1 100 100 1.0 0.001 75 7971 -21 1847.6843938903094 1846.9512135874686 50 TCGA 1 100 100 1.0 0.001 75 7971 -22 1846.744414155698 1845.998216178549 50 TCGA 1 100 100 1.0 0.001 75 7971 -23 1844.7457101802527 1844.445940027285 50 TCGA 1 100 100 1.0 0.001 75 7971 -24 1843.6338964854651 1844.4194256193075 50 TCGA 1 100 100 1.0 0.001 75 7971 -25 1842.4571634303886 1841.8316300741992 50 TCGA 1 100 100 1.0 0.001 75 7971 -26 1841.2532148543232 1841.8932743551743 50 TCGA 1 100 100 1.0 0.001 75 7971 -27 1840.170378504354 1838.6110594476288 50 TCGA 1 100 100 1.0 0.001 75 7971 -28 1838.4980652693432 1837.9279674740892 50 TCGA 1 100 100 1.0 0.001 75 7971 -29 1837.741898286421 1836.671351140468 50 TCGA 1 100 100 1.0 0.001 75 7971 -30 1836.2941401699104 1836.2899139250942 50 TCGA 1 100 100 1.0 0.001 75 7971 -31 1835.354883401119 1837.0302176164023 50 TCGA 1 100 100 1.0 0.001 75 7971 -32 1834.584784229175 1833.9074388053548 50 TCGA 1 100 100 1.0 0.001 75 7971 -33 1833.4183885634166 1833.043033158959 50 TCGA 1 100 100 1.0 0.001 75 7971 -34 1832.8925150119642 1831.2759758263976 50 TCGA 1 100 100 1.0 0.001 75 7971 -35 1831.6739512853476 1833.27512133421 50 TCGA 1 100 100 1.0 0.001 75 7971 -36 1831.1785185462943 1830.6086904247802 50 TCGA 1 100 100 1.0 0.001 75 7971 -37 1830.313099955352 1833.2330033958856 50 TCGA 1 100 100 1.0 0.001 75 7971 -38 1829.8918541236467 1829.989473122448 50 TCGA 1 100 100 1.0 0.001 75 7971 -39 1828.8551059181716 1828.0698015222597 50 TCGA 1 100 100 1.0 0.001 75 7971 -40 1828.4769195682677 1827.9544855625786 50 TCGA 1 100 100 1.0 0.001 75 7971 -41 1827.618445618582 1828.2326083542714 50 TCGA 1 100 100 1.0 0.001 75 7971 -42 1827.1472866545034 1829.698796104546 50 TCGA 1 100 100 1.0 0.001 75 7971 -43 1826.6274079421705 1826.9693388819096 50 TCGA 1 100 100 1.0 0.001 75 7971 -44 1826.2088461312908 1826.3301756585663 50 TCGA 1 100 100 1.0 0.001 75 7971 -45 1825.3742715158771 1827.3572550251256 50 TCGA 1 100 100 1.0 0.001 75 7971 -46 1824.8883419758588 1825.0040215727072 50 TCGA 1 100 100 1.0 0.001 75 7971 -47 1824.4903815569976 1826.1047988968278 50 TCGA 1 100 100 1.0 0.001 75 7971 -48 1824.2139595543545 1825.003633278698 50 TCGA 1 100 100 1.0 0.001 75 7971 -49 1823.6875699938828 1825.0175971409783 50 TCGA 1 100 100 1.0 0.001 75 7971 -50 1823.4704584666083 1824.7514991951948 50 TCGA 1 100 100 1.0 0.001 75 7971 -51 1823.1230364787896 1824.6464267136464 50 TCGA 1 100 100 1.0 0.001 75 7971 -52 1822.6275804538602 1822.359820341944 50 TCGA 1 100 100 1.0 0.001 75 7971 -53 1822.391128446364 1821.85415910117 50 TCGA 1 100 100 1.0 0.001 75 7971 -54 1822.0474789203552 1821.7307398810458 50 TCGA 1 100 100 1.0 0.001 75 7971 -55 1821.8432792001888 1821.6492116343436 50 TCGA 1 100 100 1.0 0.001 75 7971 -56 1821.3643450698146 1821.0019837959328 50 TCGA 1 100 100 1.0 0.001 75 7971 -57 1821.3033254329403 1822.385446519708 50 TCGA 1 100 100 1.0 0.001 75 7971 -58 1820.9593918573937 1821.6862676419205 50 TCGA 1 100 100 1.0 0.001 75 7971 -59 1820.630674668542 1820.5591488938835 50 TCGA 1 100 100 1.0 0.001 75 7971 -60 1820.4446596370663 1820.9840633833228 50 TCGA 1 100 100 1.0 0.001 75 7971 -61 1820.4419905224713 1821.3198125637955 50 TCGA 1 100 100 1.0 0.001 75 7971 -62 1820.1117845499725 1821.1394392617383 50 TCGA 1 100 100 1.0 0.001 75 7971 -63 1819.9601031870884 1821.5055710682318 50 TCGA 1 100 100 1.0 0.001 75 7971 -64 1819.7775719624863 1820.1313065572 50 TCGA 1 100 100 1.0 0.001 75 7971 -65 1819.5731499160238 1820.1991469800173 50 TCGA 1 100 100 1.0 0.001 75 7971 -66 1819.4452535290977 1820.087872835859 50 TCGA 1 100 100 1.0 0.001 75 7971 -67 1819.334022635234 1819.291958449474 50 TCGA 1 100 100 1.0 0.001 75 7971 -68 1818.8057899070593 1820.3574887376335 50 TCGA 1 100 100 1.0 0.001 75 7971 -69 1819.1482822517423 1819.6633901931532 50 TCGA 1 100 100 1.0 0.001 75 7971 -70 1818.8900067048062 1819.9182496957444 50 TCGA 1 100 100 1.0 0.001 75 7971 -71 1818.4966549409767 1820.2770180246937 50 TCGA 1 100 100 1.0 0.001 75 7971 -72 1818.4685910592482 1819.648822113497 50 TCGA 1 100 100 1.0 0.001 75 7971 -73 1818.5551500019185 1819.605992609532 50 TCGA 1 100 100 1.0 0.001 75 7971 -74 1818.180227612422 1818.7700256654366 50 TCGA 1 100 100 1.0 0.001 75 7971 -75 1818.433141303656 1819.6413813452025 50 TCGA 1 100 100 1.0 0.001 75 7971 -76 1818.232774801134 1818.5718153757066 50 TCGA 1 100 100 1.0 0.001 75 7971 -77 1818.1159492881852 1819.2932331334407 50 TCGA 1 100 100 1.0 0.001 75 7971 -78 1817.9644323979815 1818.0241171678706 50 TCGA 1 100 100 1.0 0.001 75 7971 -79 1817.67965122908 1818.2617764113536 50 TCGA 1 100 100 1.0 0.001 75 7971 -80 1817.9188577826767 1818.6001001099246 50 TCGA 1 100 100 1.0 0.001 75 7971 -81 1817.8055638610178 1818.295176443742 50 TCGA 1 100 100 1.0 0.001 75 7971 -82 1817.6976004020485 1818.557039960545 50 TCGA 1 100 100 1.0 0.001 75 7971 -83 1817.7291942672653 1817.6922055345085 50 TCGA 1 100 100 1.0 0.001 75 7971 -84 1817.6178668916646 1818.0446108717415 50 TCGA 1 100 100 1.0 0.001 75 7971 -85 1817.5423413121364 1819.2220465118562 50 TCGA 1 100 100 1.0 0.001 75 7971 -86 1817.4709545961114 1818.724379343004 50 TCGA 1 100 100 1.0 0.001 75 7971 -87 1817.2911802884364 1817.3174509019707 50 TCGA 1 100 100 1.0 0.001 75 7971 -88 1817.2743262737933 1817.8107063638506 50 TCGA 1 100 100 1.0 0.001 75 7971 -89 1817.172003038255 1817.426594029719 50 TCGA 1 100 100 1.0 0.001 75 7971 -90 1816.8622637839305 1818.6566750991285 50 TCGA 1 100 100 1.0 0.001 75 7971 -91 1816.8885525025246 1817.8510502954225 50 TCGA 1 100 100 1.0 0.001 75 7971 -92 1816.9143466857918 1817.992549417007 50 TCGA 1 100 100 1.0 0.001 75 7971 -93 1816.8952238310899 1817.242203448885 50 TCGA 1 100 100 1.0 0.001 75 7971 -94 1816.7517418353095 1817.6649084043263 50 TCGA 1 100 100 1.0 0.001 75 7971 -95 1816.9029187980489 1817.3311405661118 50 TCGA 1 100 100 1.0 0.001 75 7971 -96 1816.9178893409385 1817.200161574474 50 TCGA 1 100 100 1.0 0.001 75 7971 -97 1816.8130030784773 1816.5411266537767 50 TCGA 1 100 100 1.0 0.001 75 7971 -98 1816.5556698669373 1816.846325131517 50 TCGA 1 100 100 1.0 0.001 75 7971 -99 1816.693492495544 1817.4354162168263 50 TCGA 1 100 100 1.0 0.001 75 7971 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index a3aa4890e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2658.2854762570723 2433.105001324984 50 TCGA 1 50 100 0.5 0.001 75 4252 -1 1999.8320316042614 2050.672549760521 50 TCGA 1 50 100 0.5 0.001 75 4252 -2 1956.6117614139762 1982.9336373027245 50 TCGA 1 50 100 0.5 0.001 75 4252 -3 1935.5614477481836 1940.6923552086605 50 TCGA 1 50 100 0.5 0.001 75 4252 -4 1919.025849638806 1906.942860665633 50 TCGA 1 50 100 0.5 0.001 75 4252 -5 1907.6045310200025 1897.3998072638583 50 TCGA 1 50 100 0.5 0.001 75 4252 -6 1898.1025573614652 1891.12319286864 50 TCGA 1 50 100 0.5 0.001 75 4252 -7 1890.2350287213364 1881.414166167753 50 TCGA 1 50 100 0.5 0.001 75 4252 -8 1885.3323484366063 1882.5798327575376 50 TCGA 1 50 100 0.5 0.001 75 4252 -9 1879.6894689168844 1877.1321328321294 50 TCGA 1 50 100 0.5 0.001 75 4252 -10 1876.706004532257 1870.1331357716315 50 TCGA 1 50 100 0.5 0.001 75 4252 -11 1872.3536662269828 1869.352031151853 50 TCGA 1 50 100 0.5 0.001 75 4252 -12 1868.8693430581548 1867.1786778128926 50 TCGA 1 50 100 0.5 0.001 75 4252 -13 1865.4734689257136 1861.8345192760678 50 TCGA 1 50 100 0.5 0.001 75 4252 -14 1863.1542381084794 1857.763654085859 50 TCGA 1 50 100 0.5 0.001 75 4252 -15 1859.8858865490315 1857.884088410804 50 TCGA 1 50 100 0.5 0.001 75 4252 -16 1857.4953395410473 1853.0661645630496 50 TCGA 1 50 100 0.5 0.001 75 4252 -17 1856.0990849045827 1851.531559776421 50 TCGA 1 50 100 0.5 0.001 75 4252 -18 1853.3218631431425 1849.85220597617 50 TCGA 1 50 100 0.5 0.001 75 4252 -19 1851.6938335402947 1848.441741176586 50 TCGA 1 50 100 0.5 0.001 75 4252 -20 1849.87540767315 1846.365563780818 50 TCGA 1 50 100 0.5 0.001 75 4252 -21 1848.3803691589376 1858.288440493483 50 TCGA 1 50 100 0.5 0.001 75 4252 -22 1846.554089602089 1844.499798798681 50 TCGA 1 50 100 0.5 0.001 75 4252 -23 1844.9900424198083 1843.0223738320508 50 TCGA 1 50 100 0.5 0.001 75 4252 -24 1844.042989120032 1839.9912489694566 50 TCGA 1 50 100 0.5 0.001 75 4252 -25 1842.3361567060708 1838.4094250549624 50 TCGA 1 50 100 0.5 0.001 75 4252 -26 1841.052854197115 1838.4690603898398 50 TCGA 1 50 100 0.5 0.001 75 4252 -27 1839.792834852806 1836.583542100149 50 TCGA 1 50 100 0.5 0.001 75 4252 -28 1838.3928426765333 1839.440939438403 50 TCGA 1 50 100 0.5 0.001 75 4252 -29 1837.4307097758494 1834.694373356038 50 TCGA 1 50 100 0.5 0.001 75 4252 -30 1836.5711921992506 1833.288144825691 50 TCGA 1 50 100 0.5 0.001 75 4252 -31 1835.5192757730094 1833.5468443290672 50 TCGA 1 50 100 0.5 0.001 75 4252 -32 1834.8147526121602 1831.1974588518765 50 TCGA 1 50 100 0.5 0.001 75 4252 -33 1833.7667693597875 1830.0158372428548 50 TCGA 1 50 100 0.5 0.001 75 4252 -34 1832.7305740473964 1829.6351306091 50 TCGA 1 50 100 0.5 0.001 75 4252 -35 1832.2336210499307 1829.1033217847048 50 TCGA 1 50 100 0.5 0.001 75 4252 -36 1831.444314422931 1830.003727745171 50 TCGA 1 50 100 0.5 0.001 75 4252 -37 1830.4887436565405 1828.7488461595085 50 TCGA 1 50 100 0.5 0.001 75 4252 -38 1829.919246679971 1826.605114194017 50 TCGA 1 50 100 0.5 0.001 75 4252 -39 1828.9980304835963 1826.0166144442917 50 TCGA 1 50 100 0.5 0.001 75 4252 -40 1828.3031852135423 1825.300879396985 50 TCGA 1 50 100 0.5 0.001 75 4252 -41 1827.6595720320304 1825.7371310900205 50 TCGA 1 50 100 0.5 0.001 75 4252 -42 1827.2275140325676 1823.896194227976 50 TCGA 1 50 100 0.5 0.001 75 4252 -43 1826.7404241501215 1825.930835206305 50 TCGA 1 50 100 0.5 0.001 75 4252 -44 1826.1983317066374 1823.8189286275126 50 TCGA 1 50 100 0.5 0.001 75 4252 -45 1825.6504938240787 1824.0516878827732 50 TCGA 1 50 100 0.5 0.001 75 4252 -46 1824.9956275964637 1822.4174455038867 50 TCGA 1 50 100 0.5 0.001 75 4252 -47 1824.6933156237137 1822.636811376217 50 TCGA 1 50 100 0.5 0.001 75 4252 -48 1824.3506323321214 1822.2349687892588 50 TCGA 1 50 100 0.5 0.001 75 4252 -49 1824.0191292041566 1820.9195366480842 50 TCGA 1 50 100 0.5 0.001 75 4252 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 3c1fa96c2..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2657.033121862879 2981.198150174702 50 TCGA 1 50 100 0.0 0.001 75 2557 -1 2002.009861234709 2027.2157982294284 50 TCGA 1 50 100 0.0 0.001 75 2557 -2 1961.1870290639345 1978.017119901264 50 TCGA 1 50 100 0.0 0.001 75 2557 -3 1934.6823135990824 1928.003309393648 50 TCGA 1 50 100 0.0 0.001 75 2557 -4 1919.3827952774445 1919.5695438864243 50 TCGA 1 50 100 0.0 0.001 75 2557 -5 1907.5702886963572 1902.06228100954 50 TCGA 1 50 100 0.0 0.001 75 2557 -6 1896.7428027567207 1892.6911222371623 50 TCGA 1 50 100 0.0 0.001 75 2557 -7 1890.9993451750029 1887.5571013024105 50 TCGA 1 50 100 0.0 0.001 75 2557 -8 1885.2914780315405 1883.882046340099 50 TCGA 1 50 100 0.0 0.001 75 2557 -9 1880.526580234872 1875.9960876158134 50 TCGA 1 50 100 0.0 0.001 75 2557 -10 1876.0284296430266 1874.379884652756 50 TCGA 1 50 100 0.0 0.001 75 2557 -11 1871.9809130347057 1870.4926432700613 50 TCGA 1 50 100 0.0 0.001 75 2557 -12 1868.3483839847238 1863.8207228770807 50 TCGA 1 50 100 0.0 0.001 75 2557 -13 1865.3998542323232 1862.4251850070666 50 TCGA 1 50 100 0.0 0.001 75 2557 -14 1862.9152779845817 1862.3394253984768 50 TCGA 1 50 100 0.0 0.001 75 2557 -15 1859.740568947667 1862.7869903717808 50 TCGA 1 50 100 0.0 0.001 75 2557 -16 1857.409340958202 1857.8820678097518 50 TCGA 1 50 100 0.0 0.001 75 2557 -17 1855.3492606727523 1854.2735718386857 50 TCGA 1 50 100 0.0 0.001 75 2557 -18 1853.2666212648855 1854.990530042792 50 TCGA 1 50 100 0.0 0.001 75 2557 -19 1851.5807801757703 1856.6912326525205 50 TCGA 1 50 100 0.0 0.001 75 2557 -20 1849.814003321991 1847.9803399320822 50 TCGA 1 50 100 0.0 0.001 75 2557 -21 1847.863792258483 1849.7151615008636 50 TCGA 1 50 100 0.0 0.001 75 2557 -22 1846.6516573548597 1844.8459754828832 50 TCGA 1 50 100 0.0 0.001 75 2557 -23 1844.9215996843693 1844.733164724992 50 TCGA 1 50 100 0.0 0.001 75 2557 -24 1843.57097795284 1843.8872695999528 50 TCGA 1 50 100 0.0 0.001 75 2557 -25 1841.947363932546 1841.0160040927292 50 TCGA 1 50 100 0.0 0.001 75 2557 -26 1840.7529781940646 1840.702795594182 50 TCGA 1 50 100 0.0 0.001 75 2557 -27 1839.867955388894 1838.7884184104114 50 TCGA 1 50 100 0.0 0.001 75 2557 -28 1838.6051475847655 1839.3539082129396 50 TCGA 1 50 100 0.0 0.001 75 2557 -29 1837.600559122635 1836.7847863585505 50 TCGA 1 50 100 0.0 0.001 75 2557 -30 1836.3596372215832 1837.285404071137 50 TCGA 1 50 100 0.0 0.001 75 2557 -31 1835.257449027776 1834.7169379612908 50 TCGA 1 50 100 0.0 0.001 75 2557 -32 1834.542319852069 1834.9887437676664 50 TCGA 1 50 100 0.0 0.001 75 2557 -33 1833.5086584762878 1833.264972935969 50 TCGA 1 50 100 0.0 0.001 75 2557 -34 1832.5377642408735 1832.9434648830088 50 TCGA 1 50 100 0.0 0.001 75 2557 -35 1831.961928573593 1832.7347179010285 50 TCGA 1 50 100 0.0 0.001 75 2557 -36 1831.0488525281621 1831.7994703743327 50 TCGA 1 50 100 0.0 0.001 75 2557 -37 1830.3054579504767 1829.8756355017274 50 TCGA 1 50 100 0.0 0.001 75 2557 -38 1829.7612611123634 1831.1540085682318 50 TCGA 1 50 100 0.0 0.001 75 2557 -39 1828.921167567181 1828.441126531093 50 TCGA 1 50 100 0.0 0.001 75 2557 -40 1828.2784608044067 1828.7263017970713 50 TCGA 1 50 100 0.0 0.001 75 2557 -41 1827.3756155973567 1827.6072053382145 50 TCGA 1 50 100 0.0 0.001 75 2557 -42 1826.6674281743133 1830.171680546286 50 TCGA 1 50 100 0.0 0.001 75 2557 -43 1826.5103254943092 1826.900087596184 50 TCGA 1 50 100 0.0 0.001 75 2557 -44 1825.9275029060336 1829.8906323610238 50 TCGA 1 50 100 0.0 0.001 75 2557 -45 1825.6112762120756 1825.8434745750235 50 TCGA 1 50 100 0.0 0.001 75 2557 -46 1825.1905732723815 1825.05481079715 50 TCGA 1 50 100 0.0 0.001 75 2557 -47 1824.6426551359841 1825.024948350149 50 TCGA 1 50 100 0.0 0.001 75 2557 -48 1824.016781186669 1824.2737251933495 50 TCGA 1 50 100 0.0 0.001 75 2557 -49 1823.7046128707427 1823.9008494621546 50 TCGA 1 50 100 0.0 0.001 75 2557 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index 10c395c83..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.001lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2651.9893684783196 2526.7040561695194 50 TCGA 1 50 100 1.0 0.001 75 5326 -1 2005.3055196055905 2034.9834781819252 50 TCGA 1 50 100 1.0 0.001 75 5326 -2 1959.9515304965678 2025.3711109257224 50 TCGA 1 50 100 1.0 0.001 75 5326 -3 1935.5823136099827 1939.2082212821922 50 TCGA 1 50 100 1.0 0.001 75 5326 -4 1919.261850317244 1920.6550930924152 50 TCGA 1 50 100 1.0 0.001 75 5326 -5 1905.665373022022 1898.080470099521 50 TCGA 1 50 100 1.0 0.001 75 5326 -6 1897.4164700334074 1887.1908277962077 50 TCGA 1 50 100 1.0 0.001 75 5326 -7 1889.7873706836788 1885.6985740469927 50 TCGA 1 50 100 1.0 0.001 75 5326 -8 1884.3080485144128 1878.0433736063128 50 TCGA 1 50 100 1.0 0.001 75 5326 -9 1880.5298848672162 1874.6756610199434 50 TCGA 1 50 100 1.0 0.001 75 5326 -10 1875.5622539245626 1872.8210639378533 50 TCGA 1 50 100 1.0 0.001 75 5326 -11 1871.2724099511054 1867.1976870436165 50 TCGA 1 50 100 1.0 0.001 75 5326 -12 1868.7335604712266 1863.0402519187735 50 TCGA 1 50 100 1.0 0.001 75 5326 -13 1865.2004113165924 1862.385859963882 50 TCGA 1 50 100 1.0 0.001 75 5326 -14 1863.055212460933 1858.487484419166 50 TCGA 1 50 100 1.0 0.001 75 5326 -15 1860.1159271195952 1856.9213180158606 50 TCGA 1 50 100 1.0 0.001 75 5326 -16 1857.5256088500391 1855.1719743738222 50 TCGA 1 50 100 1.0 0.001 75 5326 -17 1855.3495774642206 1853.810856651421 50 TCGA 1 50 100 1.0 0.001 75 5326 -18 1853.3248237740156 1849.607954935812 50 TCGA 1 50 100 1.0 0.001 75 5326 -19 1852.017683872036 1849.2515169843357 50 TCGA 1 50 100 1.0 0.001 75 5326 -20 1850.025574432179 1847.0013985945352 50 TCGA 1 50 100 1.0 0.001 75 5326 -21 1847.720895706962 1845.216770497998 50 TCGA 1 50 100 1.0 0.001 75 5326 -22 1846.3927671915985 1842.9243685468357 50 TCGA 1 50 100 1.0 0.001 75 5326 -23 1845.1808440136795 1845.523122202811 50 TCGA 1 50 100 1.0 0.001 75 5326 -24 1843.594047525097 1839.916484276853 50 TCGA 1 50 100 1.0 0.001 75 5326 -25 1842.1750441273484 1840.27129728231 50 TCGA 1 50 100 1.0 0.001 75 5326 -26 1841.0577264907756 1838.6989672483512 50 TCGA 1 50 100 1.0 0.001 75 5326 -27 1839.9045926560407 1840.003935080677 50 TCGA 1 50 100 1.0 0.001 75 5326 -28 1838.677771054683 1836.691983476955 50 TCGA 1 50 100 1.0 0.001 75 5326 -29 1837.6397586400547 1835.331974202065 50 TCGA 1 50 100 1.0 0.001 75 5326 -30 1836.604261808569 1835.0708179569724 50 TCGA 1 50 100 1.0 0.001 75 5326 -31 1835.4259019168921 1833.2446669382066 50 TCGA 1 50 100 1.0 0.001 75 5326 -32 1834.7718052949765 1832.7138837498037 50 TCGA 1 50 100 1.0 0.001 75 5326 -33 1833.61003611995 1831.5502757930276 50 TCGA 1 50 100 1.0 0.001 75 5326 -34 1832.7015386309552 1831.1431528982805 50 TCGA 1 50 100 1.0 0.001 75 5326 -35 1831.7176171809597 1829.7098867138427 50 TCGA 1 50 100 1.0 0.001 75 5326 -36 1831.1382489958596 1828.9022860886464 50 TCGA 1 50 100 1.0 0.001 75 5326 -37 1830.2659760594488 1828.1595256556218 50 TCGA 1 50 100 1.0 0.001 75 5326 -38 1829.650180493472 1829.013319159273 50 TCGA 1 50 100 1.0 0.001 75 5326 -39 1828.8430650764071 1828.068956231352 50 TCGA 1 50 100 1.0 0.001 75 5326 -40 1828.2042247092222 1825.7807678529366 50 TCGA 1 50 100 1.0 0.001 75 5326 -41 1827.868350172378 1825.5517271415672 50 TCGA 1 50 100 1.0 0.001 75 5326 -42 1826.8903017364478 1825.349022946765 50 TCGA 1 50 100 1.0 0.001 75 5326 -43 1826.6461973551168 1824.5429429864164 50 TCGA 1 50 100 1.0 0.001 75 5326 -44 1825.9602202568647 1824.5365530042793 50 TCGA 1 50 100 1.0 0.001 75 5326 -45 1825.323456747296 1824.2866769148477 50 TCGA 1 50 100 1.0 0.001 75 5326 -46 1825.072339910896 1824.1273316043107 50 TCGA 1 50 100 1.0 0.001 75 5326 -47 1825.042125989316 1822.3482715089117 50 TCGA 1 50 100 1.0 0.001 75 5326 -48 1824.3292363453475 1822.0974740646593 50 TCGA 1 50 100 1.0 0.001 75 5326 -49 1823.684687218771 1822.2600662001414 50 TCGA 1 50 100 1.0 0.001 75 5326 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 476003e4e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2501.121208953091 3174.13382096027 100 TCGA 1 100 100 0.5 0.0025 75 2111 -1 1981.491248230328 2321.8350652186714 100 TCGA 1 100 100 0.5 0.0025 75 2111 -2 1940.045913752494 2052.9317768039414 100 TCGA 1 100 100 0.5 0.0025 75 2111 -3 1917.466488994569 1946.7778492069724 100 TCGA 1 100 100 0.5 0.0025 75 2111 -4 1903.2614781656148 1933.6142320489164 100 TCGA 1 100 100 0.5 0.0025 75 2111 -5 1893.4625059379666 1893.3112467856863 100 TCGA 1 100 100 0.5 0.0025 75 2111 -6 1887.486734530984 1885.3087458778266 100 TCGA 1 100 100 0.5 0.0025 75 2111 -7 1881.156839967905 1889.8307492050094 100 TCGA 1 100 100 0.5 0.0025 75 2111 -8 1875.6415368825387 1873.6622529149654 100 TCGA 1 100 100 0.5 0.0025 75 2111 -9 1871.7634227474641 1870.704130393177 100 TCGA 1 100 100 0.5 0.0025 75 2111 -10 1867.5029111160259 1868.55930102171 100 TCGA 1 100 100 0.5 0.0025 75 2111 -11 1865.4830077007714 1868.4907821578597 100 TCGA 1 100 100 0.5 0.0025 75 2111 -12 1862.6044799382298 1863.5146042713568 100 TCGA 1 100 100 0.5 0.0025 75 2111 -13 1859.116074805734 1860.8339659724404 100 TCGA 1 100 100 0.5 0.0025 75 2111 -14 1856.734117193059 1866.5371958670305 100 TCGA 1 100 100 0.5 0.0025 75 2111 -15 1855.4123264963785 1859.293066896985 100 TCGA 1 100 100 0.5 0.0025 75 2111 -16 1852.9886437684434 1853.801777441897 100 TCGA 1 100 100 0.5 0.0025 75 2111 -17 1851.253277749352 1852.953296143805 100 TCGA 1 100 100 0.5 0.0025 75 2111 -18 1849.5360996618058 1850.9294464264683 100 TCGA 1 100 100 0.5 0.0025 75 2111 -19 1848.0433406291204 1849.9640941524026 100 TCGA 1 100 100 0.5 0.0025 75 2111 -20 1847.3528531425059 1850.0440943732333 100 TCGA 1 100 100 0.5 0.0025 75 2111 -21 1845.7007333674806 1848.5683336114164 100 TCGA 1 100 100 0.5 0.0025 75 2111 -22 1844.4665339585194 1846.6086787698257 100 TCGA 1 100 100 0.5 0.0025 75 2111 -23 1843.2896393057304 1846.6924778923917 100 TCGA 1 100 100 0.5 0.0025 75 2111 -24 1842.1026988071528 1846.1322567426978 100 TCGA 1 100 100 0.5 0.0025 75 2111 -25 1841.0473433336065 1842.9333348873272 100 TCGA 1 100 100 0.5 0.0025 75 2111 -26 1839.909505948649 1842.185894683378 100 TCGA 1 100 100 0.5 0.0025 75 2111 -27 1839.3102652916673 1847.152897667046 100 TCGA 1 100 100 0.5 0.0025 75 2111 -28 1838.0028693404283 1839.950565817368 100 TCGA 1 100 100 0.5 0.0025 75 2111 -29 1837.5648191451814 1843.088407736927 100 TCGA 1 100 100 0.5 0.0025 75 2111 -30 1836.918197793638 1841.7754378582365 100 TCGA 1 100 100 0.5 0.0025 75 2111 -31 1835.790682264997 1840.460654100581 100 TCGA 1 100 100 0.5 0.0025 75 2111 -32 1835.0584684232074 1837.4332471684595 100 TCGA 1 100 100 0.5 0.0025 75 2111 -33 1834.1054821574326 1836.4208837154522 100 TCGA 1 100 100 0.5 0.0025 75 2111 -34 1833.5006012770198 1835.0021604605056 100 TCGA 1 100 100 0.5 0.0025 75 2111 -35 1833.07968548071 1836.2476647151775 100 TCGA 1 100 100 0.5 0.0025 75 2111 -36 1832.3974279639365 1839.357498552332 100 TCGA 1 100 100 0.5 0.0025 75 2111 -37 1832.2335907197023 1836.4498260344692 100 TCGA 1 100 100 0.5 0.0025 75 2111 -38 1831.2238324796904 1834.9498272613066 100 TCGA 1 100 100 0.5 0.0025 75 2111 -39 1830.6666252135378 1833.67464949258 100 TCGA 1 100 100 0.5 0.0025 75 2111 -40 1830.023048302946 1831.865252164141 100 TCGA 1 100 100 0.5 0.0025 75 2111 -41 1829.2285870904302 1831.5684550683104 100 TCGA 1 100 100 0.5 0.0025 75 2111 -42 1829.2459117005028 1831.7698066749765 100 TCGA 1 100 100 0.5 0.0025 75 2111 -43 1829.044042720767 1832.171138897613 100 TCGA 1 100 100 0.5 0.0025 75 2111 -44 1828.459236486507 1830.7275304746388 100 TCGA 1 100 100 0.5 0.0025 75 2111 -45 1827.8973921290305 1830.1268457767353 100 TCGA 1 100 100 0.5 0.0025 75 2111 -46 1827.6101698127625 1831.957013460859 100 TCGA 1 100 100 0.5 0.0025 75 2111 -47 1827.1830741438646 1829.2000898044912 100 TCGA 1 100 100 0.5 0.0025 75 2111 -48 1826.7741850461127 1830.0233160431062 100 TCGA 1 100 100 0.5 0.0025 75 2111 -49 1826.0967494088738 1830.6917773682867 100 TCGA 1 100 100 0.5 0.0025 75 2111 -50 1825.9634999546545 1828.549629863183 100 TCGA 1 100 100 0.5 0.0025 75 2111 -51 1825.867497860261 1828.731839127277 100 TCGA 1 100 100 0.5 0.0025 75 2111 -52 1825.1953897153658 1828.3109002041458 100 TCGA 1 100 100 0.5 0.0025 75 2111 -53 1825.1133525791759 1827.741513966316 100 TCGA 1 100 100 0.5 0.0025 75 2111 -54 1824.8618485214108 1827.5384447874137 100 TCGA 1 100 100 0.5 0.0025 75 2111 -55 1824.2774161555856 1828.8440376933495 100 TCGA 1 100 100 0.5 0.0025 75 2111 -56 1824.2606039710417 1827.2556465187265 100 TCGA 1 100 100 0.5 0.0025 75 2111 -57 1823.7314234027933 1826.9796019894393 100 TCGA 1 100 100 0.5 0.0025 75 2111 -58 1823.4625773352695 1825.437047297032 100 TCGA 1 100 100 0.5 0.0025 75 2111 -59 1822.8146465381137 1825.241071691465 100 TCGA 1 100 100 0.5 0.0025 75 2111 -60 1822.8747581620744 1825.9633089765232 100 TCGA 1 100 100 0.5 0.0025 75 2111 -61 1822.8777428282226 1825.9511320027873 100 TCGA 1 100 100 0.5 0.0025 75 2111 -62 1822.7376817715383 1826.0237644521435 100 TCGA 1 100 100 0.5 0.0025 75 2111 -63 1822.5000151787397 1825.4473324876335 100 TCGA 1 100 100 0.5 0.0025 75 2111 -64 1821.866581849214 1824.5762338302843 100 TCGA 1 100 100 0.5 0.0025 75 2111 -65 1821.976715213926 1824.2506943899184 100 TCGA 1 100 100 0.5 0.0025 75 2111 -66 1821.567613000675 1824.0812945341945 100 TCGA 1 100 100 0.5 0.0025 75 2111 -67 1821.2328213183844 1824.2613875039258 100 TCGA 1 100 100 0.5 0.0025 75 2111 -68 1821.4211325906779 1824.3338672120367 100 TCGA 1 100 100 0.5 0.0025 75 2111 -69 1821.6389146122046 1823.692503655975 100 TCGA 1 100 100 0.5 0.0025 75 2111 -70 1821.033238741899 1824.6949260462468 100 TCGA 1 100 100 0.5 0.0025 75 2111 -71 1821.0134611030765 1823.409728697197 100 TCGA 1 100 100 0.5 0.0025 75 2111 -72 1820.58252108455 1824.3382568359375 100 TCGA 1 100 100 0.5 0.0025 75 2111 -73 1820.3925535174562 1822.318104806258 100 TCGA 1 100 100 0.5 0.0025 75 2111 -74 1820.3899427469933 1824.154799264879 100 TCGA 1 100 100 0.5 0.0025 75 2111 -75 1819.9178616676709 1822.8399940375707 100 TCGA 1 100 100 0.5 0.0025 75 2111 -76 1820.0264539406733 1822.2935858491678 100 TCGA 1 100 100 0.5 0.0025 75 2111 -77 1820.3965221310928 1822.8501185124842 100 TCGA 1 100 100 0.5 0.0025 75 2111 -78 1820.03082030814 1822.4432661353644 100 TCGA 1 100 100 0.5 0.0025 75 2111 -79 1819.7249916775816 1822.652721615892 100 TCGA 1 100 100 0.5 0.0025 75 2111 -80 1819.6628032505066 1822.0978286206423 100 TCGA 1 100 100 0.5 0.0025 75 2111 -81 1819.4689188873226 1822.3100972391253 100 TCGA 1 100 100 0.5 0.0025 75 2111 -82 1819.2630645074087 1822.0075045638348 100 TCGA 1 100 100 0.5 0.0025 75 2111 -83 1819.1722838313124 1822.0320971311637 100 TCGA 1 100 100 0.5 0.0025 75 2111 -84 1819.0167811321671 1822.2028851533055 100 TCGA 1 100 100 0.5 0.0025 75 2111 -85 1819.187990979087 1822.6099019266253 100 TCGA 1 100 100 0.5 0.0025 75 2111 -86 1819.0640739290186 1821.455885383951 100 TCGA 1 100 100 0.5 0.0025 75 2111 -87 1818.8798026949157 1821.9427772406957 100 TCGA 1 100 100 0.5 0.0025 75 2111 -88 1818.792302207125 1821.520155096773 100 TCGA 1 100 100 0.5 0.0025 75 2111 -89 1818.7207217782268 1822.4862686233903 100 TCGA 1 100 100 0.5 0.0025 75 2111 -90 1818.6393312645193 1821.218967763623 100 TCGA 1 100 100 0.5 0.0025 75 2111 -91 1818.5586328822621 1820.5138798239243 100 TCGA 1 100 100 0.5 0.0025 75 2111 -92 1818.5941169875875 1821.7887656053706 100 TCGA 1 100 100 0.5 0.0025 75 2111 -93 1818.5232611731874 1820.545814399144 100 TCGA 1 100 100 0.5 0.0025 75 2111 -94 1818.6709348174234 1821.7030526165986 100 TCGA 1 100 100 0.5 0.0025 75 2111 -95 1818.3355491749742 1820.515680207679 100 TCGA 1 100 100 0.5 0.0025 75 2111 -96 1818.3456738166797 1820.3750423258873 100 TCGA 1 100 100 0.5 0.0025 75 2111 -97 1817.7438906935631 1820.2377580038867 100 TCGA 1 100 100 0.5 0.0025 75 2111 -98 1817.9209145836458 1820.008521611966 100 TCGA 1 100 100 0.5 0.0025 75 2111 -99 1817.7089871000878 1821.011600973618 100 TCGA 1 100 100 0.5 0.0025 75 2111 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index a547f6c70..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2515.797953439911 3602.948514545383 100 TCGA 1 100 100 0.0 0.0025 75 8167 -1 1978.4852511021345 2363.8798006144 100 TCGA 1 100 100 0.0 0.0025 75 8167 -2 1941.315481178036 1979.601965516057 100 TCGA 1 100 100 0.0 0.0025 75 8167 -3 1919.317269653225 1924.915500966748 100 TCGA 1 100 100 0.0 0.0025 75 8167 -4 1906.3216407759699 1904.8052708611417 100 TCGA 1 100 100 0.0 0.0025 75 8167 -5 1895.5732915524673 1897.8398903698178 100 TCGA 1 100 100 0.0 0.0025 75 8167 -6 1887.2040639154106 1880.2349049937186 100 TCGA 1 100 100 0.0 0.0025 75 8167 -7 1882.245036116135 1878.246989954656 100 TCGA 1 100 100 0.0 0.0025 75 8167 -8 1876.9660012855875 1872.2387345663867 100 TCGA 1 100 100 0.0 0.0025 75 8167 -9 1873.2681749873775 1870.1777674996074 100 TCGA 1 100 100 0.0 0.0025 75 8167 -10 1869.489738340875 1866.4695290416928 100 TCGA 1 100 100 0.0 0.0025 75 8167 -11 1865.9000720077227 1863.9322153982805 100 TCGA 1 100 100 0.0 0.0025 75 8167 -12 1863.2941155896174 1861.2680651794126 100 TCGA 1 100 100 0.0 0.0025 75 8167 -13 1860.16062809897 1856.9049145875863 100 TCGA 1 100 100 0.0 0.0025 75 8167 -14 1858.0750413177827 1853.8666912443075 100 TCGA 1 100 100 0.0 0.0025 75 8167 -15 1855.8676394694537 1856.6353545069096 100 TCGA 1 100 100 0.0 0.0025 75 8167 -16 1854.2247671848404 1852.8164565503298 100 TCGA 1 100 100 0.0 0.0025 75 8167 -17 1852.2528633316097 1851.200660283841 100 TCGA 1 100 100 0.0 0.0025 75 8167 -18 1850.8893080195194 1848.567439860435 100 TCGA 1 100 100 0.0 0.0025 75 8167 -19 1849.1153491148261 1846.7313784498665 100 TCGA 1 100 100 0.0 0.0025 75 8167 -20 1847.7143351259688 1846.095298882106 100 TCGA 1 100 100 0.0 0.0025 75 8167 -21 1846.1737691540977 1845.5796849236417 100 TCGA 1 100 100 0.0 0.0025 75 8167 -22 1845.2485182470796 1843.5425773888976 100 TCGA 1 100 100 0.0 0.0025 75 8167 -23 1844.139664379264 1844.3006107196136 100 TCGA 1 100 100 0.0 0.0025 75 8167 -24 1842.7659085181451 1842.428600522142 100 TCGA 1 100 100 0.0 0.0025 75 8167 -25 1841.5583835094685 1839.2844354830795 100 TCGA 1 100 100 0.0 0.0025 75 8167 -26 1840.5765573931853 1838.6371996702262 100 TCGA 1 100 100 0.0 0.0025 75 8167 -27 1839.6254332480999 1842.0526264133166 100 TCGA 1 100 100 0.0 0.0025 75 8167 -28 1838.8101387522106 1836.142629652167 100 TCGA 1 100 100 0.0 0.0025 75 8167 -29 1838.2088045464495 1838.4153752159234 100 TCGA 1 100 100 0.0 0.0025 75 8167 -30 1837.4042158445113 1836.2039236710898 100 TCGA 1 100 100 0.0 0.0025 75 8167 -31 1836.600388763765 1835.5904363124214 100 TCGA 1 100 100 0.0 0.0025 75 8167 -32 1835.7085287675538 1838.6249263897614 100 TCGA 1 100 100 0.0 0.0025 75 8167 -33 1834.9707601202135 1832.8970505604193 100 TCGA 1 100 100 0.0 0.0025 75 8167 -34 1834.4521377960318 1832.7952457600502 100 TCGA 1 100 100 0.0 0.0025 75 8167 -35 1833.740586401855 1832.511996628651 100 TCGA 1 100 100 0.0 0.0025 75 8167 -36 1832.8280943563866 1830.7245038669912 100 TCGA 1 100 100 0.0 0.0025 75 8167 -37 1832.3938822294401 1833.3755533036276 100 TCGA 1 100 100 0.0 0.0025 75 8167 -38 1832.0205794141846 1829.755212218318 100 TCGA 1 100 100 0.0 0.0025 75 8167 -39 1831.1858319600708 1831.5585354752277 100 TCGA 1 100 100 0.0 0.0025 75 8167 -40 1830.4709540647193 1828.8274324503377 100 TCGA 1 100 100 0.0 0.0025 75 8167 -41 1830.2088345632926 1829.0257476346576 100 TCGA 1 100 100 0.0 0.0025 75 8167 -42 1829.8561012156508 1827.862129863183 100 TCGA 1 100 100 0.0 0.0025 75 8167 -43 1829.243535778115 1827.011164832954 100 TCGA 1 100 100 0.0 0.0025 75 8167 -44 1828.5582431401908 1827.3430145110317 100 TCGA 1 100 100 0.0 0.0025 75 8167 -45 1828.653829304418 1827.405859865735 100 TCGA 1 100 100 0.0 0.0025 75 8167 -46 1827.7624349167256 1826.0650278982805 100 TCGA 1 100 100 0.0 0.0025 75 8167 -47 1827.5044388275537 1827.9887572628768 100 TCGA 1 100 100 0.0 0.0025 75 8167 -48 1827.1165705809756 1824.6100546678706 100 TCGA 1 100 100 0.0 0.0025 75 8167 -49 1826.523669023468 1827.2419384520258 100 TCGA 1 100 100 0.0 0.0025 75 8167 -50 1826.147070936545 1826.2050474540672 100 TCGA 1 100 100 0.0 0.0025 75 8167 -51 1825.9129397501597 1825.0386803401775 100 TCGA 1 100 100 0.0 0.0025 75 8167 -52 1825.5470940834418 1826.640829881831 100 TCGA 1 100 100 0.0 0.0025 75 8167 -53 1825.3187385982321 1825.121120127002 100 TCGA 1 100 100 0.0 0.0025 75 8167 -54 1824.8954712145694 1823.0572656986103 100 TCGA 1 100 100 0.0 0.0025 75 8167 -55 1824.6395548034798 1822.630572295069 100 TCGA 1 100 100 0.0 0.0025 75 8167 -56 1824.359436382605 1822.1461341129475 100 TCGA 1 100 100 0.0 0.0025 75 8167 -57 1823.890589532981 1823.8348542026538 100 TCGA 1 100 100 0.0 0.0025 75 8167 -58 1823.8246878193804 1823.1763020424387 100 TCGA 1 100 100 0.0 0.0025 75 8167 -59 1823.6789608689369 1822.6743605723932 100 TCGA 1 100 100 0.0 0.0025 75 8167 -60 1823.4313453208497 1821.7438952575376 100 TCGA 1 100 100 0.0 0.0025 75 8167 -61 1823.2559414818984 1821.7177415397298 100 TCGA 1 100 100 0.0 0.0025 75 8167 -62 1823.0536384092854 1822.7559035411432 100 TCGA 1 100 100 0.0 0.0025 75 8167 -63 1822.698699089363 1820.7634964372644 100 TCGA 1 100 100 0.0 0.0025 75 8167 -64 1822.2568649733116 1820.901629117266 100 TCGA 1 100 100 0.0 0.0025 75 8167 -65 1822.3242127275557 1826.9790241490657 100 TCGA 1 100 100 0.0 0.0025 75 8167 -66 1822.2698828135901 1820.6761124960742 100 TCGA 1 100 100 0.0 0.0025 75 8167 -67 1821.843506390767 1820.6878932013583 100 TCGA 1 100 100 0.0 0.0025 75 8167 -68 1821.7410023183959 1820.2944066033292 100 TCGA 1 100 100 0.0 0.0025 75 8167 -69 1821.5005520074305 1820.1697648398242 100 TCGA 1 100 100 0.0 0.0025 75 8167 -70 1821.5770468870994 1819.4826476130654 100 TCGA 1 100 100 0.0 0.0025 75 8167 -71 1821.2984156965717 1819.2506404090766 100 TCGA 1 100 100 0.0 0.0025 75 8167 -72 1821.6256214835466 1820.4438599246232 100 TCGA 1 100 100 0.0 0.0025 75 8167 -73 1820.8651379205137 1819.7099167713568 100 TCGA 1 100 100 0.0 0.0025 75 8167 -74 1820.8389291014971 1820.4603694743248 100 TCGA 1 100 100 0.0 0.0025 75 8167 -75 1820.7160376655108 1818.8025675251256 100 TCGA 1 100 100 0.0 0.0025 75 8167 -76 1820.4819666354408 1820.8891239645493 100 TCGA 1 100 100 0.0 0.0025 75 8167 -77 1820.353343344943 1819.358013824003 100 TCGA 1 100 100 0.0 0.0025 75 8167 -78 1820.1837129317194 1819.0111679000472 100 TCGA 1 100 100 0.0 0.0025 75 8167 -79 1820.2224310214851 1818.4816422198885 100 TCGA 1 100 100 0.0 0.0025 75 8167 -80 1820.0772773886595 1818.6352815100895 100 TCGA 1 100 100 0.0 0.0025 75 8167 -81 1819.689872393399 1820.326357127434 100 TCGA 1 100 100 0.0 0.0025 75 8167 -82 1819.748430799009 1817.819711963136 100 TCGA 1 100 100 0.0 0.0025 75 8167 -83 1819.7112029508123 1818.3987196725816 100 TCGA 1 100 100 0.0 0.0025 75 8167 -84 1819.8255579808233 1817.77089119916 100 TCGA 1 100 100 0.0 0.0025 75 8167 -85 1819.5400852936161 1818.026418714667 100 TCGA 1 100 100 0.0 0.0025 75 8167 -86 1819.4448652721992 1818.5095116696766 100 TCGA 1 100 100 0.0 0.0025 75 8167 -87 1819.2885106424492 1820.805459180669 100 TCGA 1 100 100 0.0 0.0025 75 8167 -88 1819.290622490194 1817.854994577379 100 TCGA 1 100 100 0.0 0.0025 75 8167 -89 1819.1042072114328 1817.67229028443 100 TCGA 1 100 100 0.0 0.0025 75 8167 -90 1819.0494238019642 1817.6334191710505 100 TCGA 1 100 100 0.0 0.0025 75 8167 -91 1819.1336586806694 1817.7749649124528 100 TCGA 1 100 100 0.0 0.0025 75 8167 -92 1818.9624197843125 1817.5615265045933 100 TCGA 1 100 100 0.0 0.0025 75 8167 -93 1818.4907556570645 1816.881333547621 100 TCGA 1 100 100 0.0 0.0025 75 8167 -94 1818.8352332691593 1817.0727864174387 100 TCGA 1 100 100 0.0 0.0025 75 8167 -95 1818.7098292067508 1818.265257562225 100 TCGA 1 100 100 0.0 0.0025 75 8167 -96 1818.615441686062 1816.608175766528 100 TCGA 1 100 100 0.0 0.0025 75 8167 -97 1818.565150856506 1817.0554101071766 100 TCGA 1 100 100 0.0 0.0025 75 8167 -98 1818.3202768967267 1817.4689045815012 100 TCGA 1 100 100 0.0 0.0025 75 8167 -99 1818.504224390387 1818.2406527265232 100 TCGA 1 100 100 0.0 0.0025 75 8167 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index e9eb4adc1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2517.2297542319525 3170.0727391842024 100 TCGA 1 100 100 1.0 0.0025 75 8042 -1 1980.5343948195643 2429.089970114243 100 TCGA 1 100 100 1.0 0.0025 75 8042 -2 1941.8655458389217 1970.3313509687107 100 TCGA 1 100 100 1.0 0.0025 75 8042 -3 1920.284906563821 1925.4849252365343 100 TCGA 1 100 100 1.0 0.0025 75 8042 -4 1906.2509797781038 1918.7788631880103 100 TCGA 1 100 100 1.0 0.0025 75 8042 -5 1894.5671359331616 1890.5906203380182 100 TCGA 1 100 100 1.0 0.0025 75 8042 -6 1888.6844264551098 1884.6114324061714 100 TCGA 1 100 100 1.0 0.0025 75 8042 -7 1882.2322073015787 1881.901802101327 100 TCGA 1 100 100 1.0 0.0025 75 8042 -8 1876.2169177053975 1870.0319854889683 100 TCGA 1 100 100 1.0 0.0025 75 8042 -9 1873.0640039896377 1869.4357529836684 100 TCGA 1 100 100 1.0 0.0025 75 8042 -10 1868.5412523670113 1864.069909483943 100 TCGA 1 100 100 1.0 0.0025 75 8042 -11 1865.6033751739697 1865.3296873773163 100 TCGA 1 100 100 1.0 0.0025 75 8042 -12 1862.445376362435 1857.2013117344536 100 TCGA 1 100 100 1.0 0.0025 75 8042 -13 1860.4142494819064 1856.0631710800094 100 TCGA 1 100 100 1.0 0.0025 75 8042 -14 1857.8920331619217 1865.8727009068782 100 TCGA 1 100 100 1.0 0.0025 75 8042 -15 1855.706064116304 1852.1273438726837 100 TCGA 1 100 100 1.0 0.0025 75 8042 -16 1853.6248778206839 1849.907551060969 100 TCGA 1 100 100 1.0 0.0025 75 8042 -17 1852.1389061916832 1849.7589362829774 100 TCGA 1 100 100 1.0 0.0025 75 8042 -18 1850.3934787393002 1847.3498529022063 100 TCGA 1 100 100 1.0 0.0025 75 8042 -19 1848.8295582736066 1847.2059399782113 100 TCGA 1 100 100 1.0 0.0025 75 8042 -20 1847.625783667153 1844.529423239243 100 TCGA 1 100 100 1.0 0.0025 75 8042 -21 1845.8672566082291 1844.7838097960505 100 TCGA 1 100 100 1.0 0.0025 75 8042 -22 1844.7669168687955 1842.325161574474 100 TCGA 1 100 100 1.0 0.0025 75 8042 -23 1843.6676483614156 1841.5742267244425 100 TCGA 1 100 100 1.0 0.0025 75 8042 -24 1842.5389635929346 1838.5559486887562 100 TCGA 1 100 100 1.0 0.0025 75 8042 -25 1841.8308574592631 1838.3120006772142 100 TCGA 1 100 100 1.0 0.0025 75 8042 -26 1840.444504061798 1839.321761394865 100 TCGA 1 100 100 1.0 0.0025 75 8042 -27 1839.8577692010783 1837.4027933858747 100 TCGA 1 100 100 1.0 0.0025 75 8042 -28 1838.7774429431995 1837.0779606038002 100 TCGA 1 100 100 1.0 0.0025 75 8042 -29 1837.6992854192754 1835.430455500157 100 TCGA 1 100 100 1.0 0.0025 75 8042 -30 1837.2717691194348 1835.877899629986 100 TCGA 1 100 100 1.0 0.0025 75 8042 -31 1836.4958190475143 1836.911056135168 100 TCGA 1 100 100 1.0 0.0025 75 8042 -32 1835.8276651005406 1834.4593450651696 100 TCGA 1 100 100 1.0 0.0025 75 8042 -33 1835.277541264371 1836.121309059948 100 TCGA 1 100 100 1.0 0.0025 75 8042 -34 1833.96534520705 1832.3037385413395 100 TCGA 1 100 100 1.0 0.0025 75 8042 -35 1833.7002212280859 1831.4417994513583 100 TCGA 1 100 100 1.0 0.0025 75 8042 -36 1833.0958832941865 1832.5935224216787 100 TCGA 1 100 100 1.0 0.0025 75 8042 -37 1832.1152880592317 1830.108902667635 100 TCGA 1 100 100 1.0 0.0025 75 8042 -38 1831.4505761162832 1830.22329052489 100 TCGA 1 100 100 1.0 0.0025 75 8042 -39 1830.8241986116004 1830.027858408252 100 TCGA 1 100 100 1.0 0.0025 75 8042 -40 1830.6260277941526 1828.959324822354 100 TCGA 1 100 100 1.0 0.0025 75 8042 -41 1829.9297202283058 1829.3682855193938 100 TCGA 1 100 100 1.0 0.0025 75 8042 -42 1829.6272015576385 1829.0273498841866 100 TCGA 1 100 100 1.0 0.0025 75 8042 -43 1829.3147521352698 1827.6346233118718 100 TCGA 1 100 100 1.0 0.0025 75 8042 -44 1828.4924341477058 1827.631932244229 100 TCGA 1 100 100 1.0 0.0025 75 8042 -45 1828.3546691002066 1828.932307411079 100 TCGA 1 100 100 1.0 0.0025 75 8042 -46 1827.6832256178755 1826.4027455392195 100 TCGA 1 100 100 1.0 0.0025 75 8042 -47 1827.3672329408407 1826.528468146396 100 TCGA 1 100 100 1.0 0.0025 75 8042 -48 1826.8908256618477 1825.7128507527873 100 TCGA 1 100 100 1.0 0.0025 75 8042 -49 1826.6689606683703 1826.6329045127984 100 TCGA 1 100 100 1.0 0.0025 75 8042 -50 1826.321784197346 1826.0907270728644 100 TCGA 1 100 100 1.0 0.0025 75 8042 -51 1825.8887273850405 1824.611761198571 100 TCGA 1 100 100 1.0 0.0025 75 8042 -52 1825.8078659062726 1824.5707995544126 100 TCGA 1 100 100 1.0 0.0025 75 8042 -53 1825.5198553855803 1824.349164033056 100 TCGA 1 100 100 1.0 0.0025 75 8042 -54 1824.6859434706676 1823.801433314031 100 TCGA 1 100 100 1.0 0.0025 75 8042 -55 1824.7513720272561 1823.4975242423052 100 TCGA 1 100 100 1.0 0.0025 75 8042 -56 1824.665956286211 1823.5167230193938 100 TCGA 1 100 100 1.0 0.0025 75 8042 -57 1824.2472527026332 1823.196240602426 100 TCGA 1 100 100 1.0 0.0025 75 8042 -58 1823.9748559818295 1823.0411683662453 100 TCGA 1 100 100 1.0 0.0025 75 8042 -59 1823.6852812334314 1824.0318253866992 100 TCGA 1 100 100 1.0 0.0025 75 8042 -60 1823.2577346306132 1821.9917071931925 100 TCGA 1 100 100 1.0 0.0025 75 8042 -61 1823.4803142511414 1821.882619886542 100 TCGA 1 100 100 1.0 0.0025 75 8042 -62 1822.797761784479 1821.8254363860317 100 TCGA 1 100 100 1.0 0.0025 75 8042 -63 1822.4856616911286 1822.9721495661904 100 TCGA 1 100 100 1.0 0.0025 75 8042 -64 1822.6739203283491 1822.6517168361338 100 TCGA 1 100 100 1.0 0.0025 75 8042 -65 1822.4298028529709 1821.4401738919205 100 TCGA 1 100 100 1.0 0.0025 75 8042 -66 1821.8830763838869 1821.6335228388034 100 TCGA 1 100 100 1.0 0.0025 75 8042 -67 1821.8214678963934 1821.1735937990734 100 TCGA 1 100 100 1.0 0.0025 75 8042 -68 1821.402733042432 1821.8326569370288 100 TCGA 1 100 100 1.0 0.0025 75 8042 -69 1821.3993306884356 1821.715729526539 100 TCGA 1 100 100 1.0 0.0025 75 8042 -70 1821.3418497144544 1825.450157893962 100 TCGA 1 100 100 1.0 0.0025 75 8042 -71 1821.6188106304808 1820.2792073158762 100 TCGA 1 100 100 1.0 0.0025 75 8042 -72 1820.9828107177925 1819.7176703831658 100 TCGA 1 100 100 1.0 0.0025 75 8042 -73 1820.9054001677127 1820.8755109777403 100 TCGA 1 100 100 1.0 0.0025 75 8042 -74 1820.858027525786 1822.8388941779208 100 TCGA 1 100 100 1.0 0.0025 75 8042 -75 1821.0516185741337 1820.131971503023 100 TCGA 1 100 100 1.0 0.0025 75 8042 -76 1820.606910376001 1820.1434277098383 100 TCGA 1 100 100 1.0 0.0025 75 8042 -77 1820.027863097252 1818.9101323266725 100 TCGA 1 100 100 1.0 0.0025 75 8042 -78 1820.0524909973997 1819.2728222410883 100 TCGA 1 100 100 1.0 0.0025 75 8042 -79 1820.1552696768788 1819.4017192898084 100 TCGA 1 100 100 1.0 0.0025 75 8042 -80 1819.8054595310277 1818.4672575524105 100 TCGA 1 100 100 1.0 0.0025 75 8042 -81 1819.853664564679 1825.402979865146 100 TCGA 1 100 100 1.0 0.0025 75 8042 -82 1819.9331792641303 1820.0103170883715 100 TCGA 1 100 100 1.0 0.0025 75 8042 -83 1819.5615446250583 1818.3779407290358 100 TCGA 1 100 100 1.0 0.0025 75 8042 -84 1819.6997977358008 1818.6242804599167 100 TCGA 1 100 100 1.0 0.0025 75 8042 -85 1819.7025803230558 1818.7718561067054 100 TCGA 1 100 100 1.0 0.0025 75 8042 -86 1819.622256258873 1818.9450689727937 100 TCGA 1 100 100 1.0 0.0025 75 8042 -87 1819.5514067530512 1817.6353373311872 100 TCGA 1 100 100 1.0 0.0025 75 8042 -88 1819.4760259301925 1818.5525159979586 100 TCGA 1 100 100 1.0 0.0025 75 8042 -89 1819.0059274204448 1818.10618522299 100 TCGA 1 100 100 1.0 0.0025 75 8042 -90 1818.7831995823858 1819.4865268726444 100 TCGA 1 100 100 1.0 0.0025 75 8042 -91 1819.2517083576047 1818.256732269747 100 TCGA 1 100 100 1.0 0.0025 75 8042 -92 1819.336935386313 1819.237708930394 100 TCGA 1 100 100 1.0 0.0025 75 8042 -93 1818.9176940202633 1819.0313880191975 100 TCGA 1 100 100 1.0 0.0025 75 8042 -94 1818.8404423155573 1818.5815583042163 100 TCGA 1 100 100 1.0 0.0025 75 8042 -95 1819.2115409025885 1817.6845212390076 100 TCGA 1 100 100 1.0 0.0025 75 8042 -96 1818.5718006841278 1818.1037106921326 100 TCGA 1 100 100 1.0 0.0025 75 8042 -97 1818.6592468200404 1818.667254117266 100 TCGA 1 100 100 1.0 0.0025 75 8042 -98 1818.31943468106 1816.8054720624607 100 TCGA 1 100 100 1.0 0.0025 75 8042 -99 1818.6028012568324 1817.639625127591 100 TCGA 1 100 100 1.0 0.0025 75 8042 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 45a70ca26..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2512.2236065971542 3088.723491726209 100 TCGA 1 50 100 0.5 0.0025 75 1380 -1 1981.6337592636637 2319.044748890939 100 TCGA 1 50 100 0.5 0.0025 75 1380 -2 1944.28327133395 2153.4571662021044 100 TCGA 1 50 100 0.5 0.0025 75 1380 -3 1921.8557163514865 1958.3937742913788 100 TCGA 1 50 100 0.5 0.0025 75 1380 -4 1906.379801986393 1902.6717087635443 100 TCGA 1 50 100 0.5 0.0025 75 1380 -5 1897.0772500424023 1891.7907727112124 100 TCGA 1 50 100 0.5 0.0025 75 1380 -6 1889.0845621072604 1887.3360865607333 100 TCGA 1 50 100 0.5 0.0025 75 1380 -7 1881.1619375854586 1880.0870060752984 100 TCGA 1 50 100 0.5 0.0025 75 1380 -8 1876.4644185954112 1875.5957000579067 100 TCGA 1 50 100 0.5 0.0025 75 1380 -9 1872.7866998487902 1870.2890299888113 100 TCGA 1 50 100 0.5 0.0025 75 1380 -10 1869.316160556075 1871.401845040633 100 TCGA 1 50 100 0.5 0.0025 75 1380 -11 1866.1987100305907 1866.4540549426822 100 TCGA 1 50 100 0.5 0.0025 75 1380 -12 1863.1796331072455 1862.4323227465452 100 TCGA 1 50 100 0.5 0.0025 75 1380 -13 1860.677006694778 1861.7863143844222 100 TCGA 1 50 100 0.5 0.0025 75 1380 -14 1858.1081676089293 1858.492677621506 100 TCGA 1 50 100 0.5 0.0025 75 1380 -15 1855.3399448507612 1855.568430531564 100 TCGA 1 50 100 0.5 0.0025 75 1380 -16 1854.1538595528937 1853.2496337890625 100 TCGA 1 50 100 0.5 0.0025 75 1380 -17 1851.3868043041346 1851.6901327928706 100 TCGA 1 50 100 0.5 0.0025 75 1380 -18 1850.6425418404547 1850.4971801144393 100 TCGA 1 50 100 0.5 0.0025 75 1380 -19 1848.5968551831609 1848.5002429137876 100 TCGA 1 50 100 0.5 0.0025 75 1380 -20 1848.0761758263775 1847.4896013269472 100 TCGA 1 50 100 0.5 0.0025 75 1380 -21 1846.0329704297442 1847.0283534371074 100 TCGA 1 50 100 0.5 0.0025 75 1380 -22 1845.0582107933974 1845.560293533095 100 TCGA 1 50 100 0.5 0.0025 75 1380 -23 1844.231963174579 1843.742091193271 100 TCGA 1 50 100 0.5 0.0025 75 1380 -24 1842.8889124457598 1842.4864097096813 100 TCGA 1 50 100 0.5 0.0025 75 1380 -25 1841.7900780448824 1845.9146881870288 100 TCGA 1 50 100 0.5 0.0025 75 1380 -26 1840.5805610650777 1843.6053147819173 100 TCGA 1 50 100 0.5 0.0025 75 1380 -27 1839.4414239630714 1839.9364081147928 100 TCGA 1 50 100 0.5 0.0025 75 1380 -28 1839.0210753529316 1840.8393235709798 100 TCGA 1 50 100 0.5 0.0025 75 1380 -29 1837.656854288242 1839.19449113242 100 TCGA 1 50 100 0.5 0.0025 75 1380 -30 1836.9282566789725 1839.7888527108198 100 TCGA 1 50 100 0.5 0.0025 75 1380 -31 1836.0658251113798 1841.8821947874137 100 TCGA 1 50 100 0.5 0.0025 75 1380 -32 1835.3040588903486 1836.487385045344 100 TCGA 1 50 100 0.5 0.0025 75 1380 -33 1834.728050343492 1837.252860371192 100 TCGA 1 50 100 0.5 0.0025 75 1380 -34 1833.99943173742 1834.5564326760757 100 TCGA 1 50 100 0.5 0.0025 75 1380 -35 1833.3876965796658 1837.0423817083465 100 TCGA 1 50 100 0.5 0.0025 75 1380 -36 1832.8139306711478 1836.497708267902 100 TCGA 1 50 100 0.5 0.0025 75 1380 -37 1832.1857980054754 1833.248789724992 100 TCGA 1 50 100 0.5 0.0025 75 1380 -38 1831.6714988016154 1832.7715506242148 100 TCGA 1 50 100 0.5 0.0025 75 1380 -39 1831.072737814606 1833.2736202987594 100 TCGA 1 50 100 0.5 0.0025 75 1380 -40 1830.723253534766 1831.481135536079 100 TCGA 1 50 100 0.5 0.0025 75 1380 -41 1829.9891925330194 1830.3396983697785 100 TCGA 1 50 100 0.5 0.0025 75 1380 -42 1829.579561816221 1829.6385817024577 100 TCGA 1 50 100 0.5 0.0025 75 1380 -43 1828.8777264640698 1829.3329575121702 100 TCGA 1 50 100 0.5 0.0025 75 1380 -44 1828.6340038539283 1832.6951615990106 100 TCGA 1 50 100 0.5 0.0025 75 1380 -45 1828.1138344019676 1828.135348372723 100 TCGA 1 50 100 0.5 0.0025 75 1380 -46 1827.5456162682733 1827.9838180158606 100 TCGA 1 50 100 0.5 0.0025 75 1380 -47 1827.0067057736765 1828.0486342847048 100 TCGA 1 50 100 0.5 0.0025 75 1380 -48 1826.872263017091 1828.28272404503 100 TCGA 1 50 100 0.5 0.0025 75 1380 -49 1826.529058743194 1827.626366696765 100 TCGA 1 50 100 0.5 0.0025 75 1380 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index d7b930c4a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2503.894092974113 2993.8545179510834 100 TCGA 1 50 100 0.0 0.0025 75 5837 -1 1981.80484808943 2336.351323266724 100 TCGA 1 50 100 0.0 0.0025 75 5837 -2 1939.2841335790126 1977.2729590334484 100 TCGA 1 50 100 0.0 0.0025 75 5837 -3 1918.4238564386633 1918.4427643589038 100 TCGA 1 50 100 0.0 0.0025 75 5837 -4 1903.6443509990609 1901.3439107156878 100 TCGA 1 50 100 0.0 0.0025 75 5837 -5 1893.6763772539748 1900.7866296816112 100 TCGA 1 50 100 0.0 0.0025 75 5837 -6 1888.1786050405842 1884.493311896396 100 TCGA 1 50 100 0.0 0.0025 75 5837 -7 1881.3918829005747 1877.0629165112673 100 TCGA 1 50 100 0.0 0.0025 75 5837 -8 1876.6401489271439 1873.4150047110552 100 TCGA 1 50 100 0.0 0.0025 75 5837 -9 1872.2529032541474 1876.8845717847048 100 TCGA 1 50 100 0.0 0.0025 75 5837 -10 1869.0674596327278 1865.610936150479 100 TCGA 1 50 100 0.0 0.0025 75 5837 -11 1865.5798872598434 1863.5853130398084 100 TCGA 1 50 100 0.0 0.0025 75 5837 -12 1862.494571366019 1860.629416000903 100 TCGA 1 50 100 0.0 0.0025 75 5837 -13 1860.3978415914034 1864.2292204430355 100 TCGA 1 50 100 0.0 0.0025 75 5837 -14 1857.764574533116 1857.4931720369425 100 TCGA 1 50 100 0.0 0.0025 75 5837 -15 1855.8382505818608 1855.0047674897928 100 TCGA 1 50 100 0.0 0.0025 75 5837 -16 1853.5452259539334 1855.2261699120604 100 TCGA 1 50 100 0.0 0.0025 75 5837 -17 1851.7297379223014 1849.3346057680983 100 TCGA 1 50 100 0.0 0.0025 75 5837 -18 1850.5303835038003 1852.3936626491834 100 TCGA 1 50 100 0.0 0.0025 75 5837 -19 1848.576262838434 1848.6153337488222 100 TCGA 1 50 100 0.0 0.0025 75 5837 -20 1847.2081090086392 1847.1283639879082 100 TCGA 1 50 100 0.0 0.0025 75 5837 -21 1845.9128445219628 1845.42108553019 100 TCGA 1 50 100 0.0 0.0025 75 5837 -22 1844.8991476987833 1844.4241464892823 100 TCGA 1 50 100 0.0 0.0025 75 5837 -23 1843.9244931963276 1844.7960812362594 100 TCGA 1 50 100 0.0 0.0025 75 5837 -24 1842.932091054779 1842.6439638377435 100 TCGA 1 50 100 0.0 0.0025 75 5837 -25 1841.4652580178627 1840.1233075779287 100 TCGA 1 50 100 0.0 0.0025 75 5837 -26 1840.6508066232934 1840.41713818114 100 TCGA 1 50 100 0.0 0.0025 75 5837 -27 1839.5281031366198 1839.04384041791 100 TCGA 1 50 100 0.0 0.0025 75 5837 -28 1838.4019164017154 1838.1029408517195 100 TCGA 1 50 100 0.0 0.0025 75 5837 -29 1837.9623569982873 1836.5608259804883 100 TCGA 1 50 100 0.0 0.0025 75 5837 -30 1837.1572971967785 1836.5589317436793 100 TCGA 1 50 100 0.0 0.0025 75 5837 -31 1836.4265334968895 1836.4055077634266 100 TCGA 1 50 100 0.0 0.0025 75 5837 -32 1835.4467632822964 1835.9813005456972 100 TCGA 1 50 100 0.0 0.0025 75 5837 -33 1834.7056597132598 1833.4713140899812 100 TCGA 1 50 100 0.0 0.0025 75 5837 -34 1833.7030562596576 1833.7733007076397 100 TCGA 1 50 100 0.0 0.0025 75 5837 -35 1833.3769570082502 1834.3206768706816 100 TCGA 1 50 100 0.0 0.0025 75 5837 -36 1832.5751386851734 1831.4976837311558 100 TCGA 1 50 100 0.0 0.0025 75 5837 -37 1831.9865610246375 1832.6874300702732 100 TCGA 1 50 100 0.0 0.0025 75 5837 -38 1831.8224527976624 1831.3336733717415 100 TCGA 1 50 100 0.0 0.0025 75 5837 -39 1830.963268076925 1830.805911883637 100 TCGA 1 50 100 0.0 0.0025 75 5837 -40 1830.3174648648967 1832.202079121192 100 TCGA 1 50 100 0.0 0.0025 75 5837 -41 1830.091382593512 1831.339433986338 100 TCGA 1 50 100 0.0 0.0025 75 5837 -42 1829.3735741113815 1830.2489639358903 100 TCGA 1 50 100 0.0 0.0025 75 5837 -43 1829.1464012734446 1830.6010877139604 100 TCGA 1 50 100 0.0 0.0025 75 5837 -44 1828.3914741918916 1828.042246756242 100 TCGA 1 50 100 0.0 0.0025 75 5837 -45 1827.8808872253983 1828.4181012484296 100 TCGA 1 50 100 0.0 0.0025 75 5837 -46 1827.7139694055472 1828.6206790789886 100 TCGA 1 50 100 0.0 0.0025 75 5837 -47 1826.8982212097733 1826.5933549583856 100 TCGA 1 50 100 0.0 0.0025 75 5837 -48 1826.3008509849994 1826.41856192584 100 TCGA 1 50 100 0.0 0.0025 75 5837 -49 1826.5560986731439 1826.9119547934988 100 TCGA 1 50 100 0.0 0.0025 75 5837 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index 8627b356c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2515.8175063407343 3439.144184055041 100 TCGA 1 50 100 1.0 0.0025 75 497 -1 1979.4341239022256 2086.8272208209014 100 TCGA 1 50 100 1.0 0.0025 75 497 -2 1941.2994233386992 1972.6522222931062 100 TCGA 1 50 100 1.0 0.0025 75 497 -3 1919.810525047046 1970.905553156407 100 TCGA 1 50 100 1.0 0.0025 75 497 -4 1905.7013894187671 1918.9204015683888 100 TCGA 1 50 100 1.0 0.0025 75 497 -5 1894.2411184343912 1887.9089993424152 100 TCGA 1 50 100 1.0 0.0025 75 497 -6 1888.6018531306245 1883.3783578537218 100 TCGA 1 50 100 1.0 0.0025 75 497 -7 1882.2096940151403 1883.9634120308574 100 TCGA 1 50 100 1.0 0.0025 75 497 -8 1876.4611811637346 1871.6794550143295 100 TCGA 1 50 100 1.0 0.0025 75 497 -9 1872.587468808644 1873.0427270630496 100 TCGA 1 50 100 1.0 0.0025 75 497 -10 1869.4571106318106 1867.283274281564 100 TCGA 1 50 100 1.0 0.0025 75 497 -11 1865.4243407821614 1862.6460580490343 100 TCGA 1 50 100 1.0 0.0025 75 497 -12 1863.1393591694193 1859.686382964628 100 TCGA 1 50 100 1.0 0.0025 75 497 -13 1860.4359873990845 1857.9702099364008 100 TCGA 1 50 100 1.0 0.0025 75 497 -14 1858.0268200834837 1858.4582648349167 100 TCGA 1 50 100 1.0 0.0025 75 497 -15 1856.0769278825107 1857.4560859718515 100 TCGA 1 50 100 1.0 0.0025 75 497 -16 1853.077510451802 1852.0357402245604 100 TCGA 1 50 100 1.0 0.0025 75 497 -17 1852.3234037443362 1853.993484880457 100 TCGA 1 50 100 1.0 0.0025 75 497 -18 1850.0557804918806 1848.898236298681 100 TCGA 1 50 100 1.0 0.0025 75 497 -19 1849.2254026753387 1849.5592267980528 100 TCGA 1 50 100 1.0 0.0025 75 497 -20 1847.6198928037622 1849.0409432415986 100 TCGA 1 50 100 1.0 0.0025 75 497 -21 1845.9163883352721 1846.291064085074 100 TCGA 1 50 100 1.0 0.0025 75 497 -22 1845.1140408546269 1843.4178043538002 100 TCGA 1 50 100 1.0 0.0025 75 497 -23 1843.676770525035 1842.071098289298 100 TCGA 1 50 100 1.0 0.0025 75 497 -24 1842.4770394721352 1841.257361637288 100 TCGA 1 50 100 1.0 0.0025 75 497 -25 1841.5673216206512 1840.1335510560616 100 TCGA 1 50 100 1.0 0.0025 75 497 -26 1840.6583930772522 1839.101745912178 100 TCGA 1 50 100 1.0 0.0025 75 497 -27 1839.701352834462 1838.4324509510443 100 TCGA 1 50 100 1.0 0.0025 75 497 -28 1838.7329406091073 1838.900286957247 100 TCGA 1 50 100 1.0 0.0025 75 497 -29 1837.9506804190225 1837.4779120210428 100 TCGA 1 50 100 1.0 0.0025 75 497 -30 1837.2781343388763 1836.423081594496 100 TCGA 1 50 100 1.0 0.0025 75 497 -31 1836.4889739400935 1836.8086299417007 100 TCGA 1 50 100 1.0 0.0025 75 497 -32 1835.7584008601032 1834.548625083425 100 TCGA 1 50 100 1.0 0.0025 75 497 -33 1834.9837992434284 1834.518727671561 100 TCGA 1 50 100 1.0 0.0025 75 497 -34 1833.8689951870588 1835.03789884481 100 TCGA 1 50 100 1.0 0.0025 75 497 -35 1833.4334640494415 1833.496437877866 100 TCGA 1 50 100 1.0 0.0025 75 497 -36 1832.8964812956506 1832.1214728427292 100 TCGA 1 50 100 1.0 0.0025 75 497 -37 1831.9080680287673 1831.9022106381517 100 TCGA 1 50 100 1.0 0.0025 75 497 -38 1831.384980716188 1831.1331363850502 100 TCGA 1 50 100 1.0 0.0025 75 497 -39 1830.9193704943398 1830.6522370151538 100 TCGA 1 50 100 1.0 0.0025 75 497 -40 1830.6766979695697 1830.266278904287 100 TCGA 1 50 100 1.0 0.0025 75 497 -41 1830.0887365195351 1828.198354443114 100 TCGA 1 50 100 1.0 0.0025 75 497 -42 1829.4951250493787 1829.5939788051587 100 TCGA 1 50 100 1.0 0.0025 75 497 -43 1828.974920144024 1829.1222991176587 100 TCGA 1 50 100 1.0 0.0025 75 497 -44 1828.714030352138 1831.3921223549387 100 TCGA 1 50 100 1.0 0.0025 75 497 -45 1827.9018836870353 1827.708565410058 100 TCGA 1 50 100 1.0 0.0025 75 497 -46 1827.638888982753 1828.1953566661432 100 TCGA 1 50 100 1.0 0.0025 75 497 -47 1827.2005973719688 1827.6099743100267 100 TCGA 1 50 100 1.0 0.0025 75 497 -48 1826.9350183305762 1826.3825211261385 100 TCGA 1 50 100 1.0 0.0025 75 497 -49 1826.7406186260193 1828.1950530239087 100 TCGA 1 50 100 1.0 0.0025 75 497 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index df0ffba4a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2741.2415250311315 3066.3129477956186 150 TCGA 1 100 100 0.5 0.0025 75 2888 -1 2008.0490723337523 2824.868078183888 150 TCGA 1 100 100 0.5 0.0025 75 2888 -2 1963.0015722530895 2578.769349678078 150 TCGA 1 100 100 0.5 0.0025 75 2888 -3 1939.4497777064048 2043.3191776754868 150 TCGA 1 100 100 0.5 0.0025 75 2888 -4 1922.9624888925416 2055.078870303667 150 TCGA 1 100 100 0.5 0.0025 75 2888 -5 1912.0001823628822 1949.7159209131596 150 TCGA 1 100 100 0.5 0.0025 75 2888 -6 1904.1080200999213 1913.4058531181297 150 TCGA 1 100 100 0.5 0.0025 75 2888 -7 1896.8816524573317 1904.8004665662295 150 TCGA 1 100 100 0.5 0.0025 75 2888 -8 1891.059266369821 1895.7368446235082 150 TCGA 1 100 100 0.5 0.0025 75 2888 -9 1887.4117124114455 1882.9584065346262 150 TCGA 1 100 100 0.5 0.0025 75 2888 -10 1881.8292106613942 1879.1325021101602 150 TCGA 1 100 100 0.5 0.0025 75 2888 -11 1878.4136225618095 1878.8528114203832 150 TCGA 1 100 100 0.5 0.0025 75 2888 -12 1875.3270764270521 1878.080416732098 150 TCGA 1 100 100 0.5 0.0025 75 2888 -13 1872.1154329521553 1870.490220266371 150 TCGA 1 100 100 0.5 0.0025 75 2888 -14 1869.4904721252938 1866.557483462233 150 TCGA 1 100 100 0.5 0.0025 75 2888 -15 1866.8525826094046 1863.8023969947394 150 TCGA 1 100 100 0.5 0.0025 75 2888 -16 1864.6705805014947 1860.9643603760992 150 TCGA 1 100 100 0.5 0.0025 75 2888 -17 1862.651269929113 1859.6443588793577 150 TCGA 1 100 100 0.5 0.0025 75 2888 -18 1860.5056857732752 1859.0521491736024 150 TCGA 1 100 100 0.5 0.0025 75 2888 -19 1858.916157397698 1856.4336710407506 150 TCGA 1 100 100 0.5 0.0025 75 2888 -20 1857.243247395688 1868.3607404699278 150 TCGA 1 100 100 0.5 0.0025 75 2888 -21 1855.7880406056627 1852.7513967542793 150 TCGA 1 100 100 0.5 0.0025 75 2888 -22 1853.5456195656297 1851.6823914494346 150 TCGA 1 100 100 0.5 0.0025 75 2888 -23 1852.9723935924028 1851.884302493915 150 TCGA 1 100 100 0.5 0.0025 75 2888 -24 1851.7117682430464 1848.9518159645886 150 TCGA 1 100 100 0.5 0.0025 75 2888 -25 1850.4823724419055 1852.3128042556532 150 TCGA 1 100 100 0.5 0.0025 75 2888 -26 1849.0713944552745 1847.352241554452 150 TCGA 1 100 100 0.5 0.0025 75 2888 -27 1848.3618416541894 1846.2810567731235 150 TCGA 1 100 100 0.5 0.0025 75 2888 -28 1847.308860713236 1845.2477996672817 150 TCGA 1 100 100 0.5 0.0025 75 2888 -29 1845.7273240530646 1843.0984592150205 150 TCGA 1 100 100 0.5 0.0025 75 2888 -30 1845.0163482383289 1844.374092753808 150 TCGA 1 100 100 0.5 0.0025 75 2888 -31 1844.237214255458 1842.7712574100974 150 TCGA 1 100 100 0.5 0.0025 75 2888 -32 1843.1284790379698 1841.019160745132 150 TCGA 1 100 100 0.5 0.0025 75 2888 -33 1842.5820053752905 1844.3659502345713 150 TCGA 1 100 100 0.5 0.0025 75 2888 -34 1841.5919847698108 1839.9424625569252 150 TCGA 1 100 100 0.5 0.0025 75 2888 -35 1840.8339033581367 1839.448866034273 150 TCGA 1 100 100 0.5 0.0025 75 2888 -36 1840.1748288862805 1838.5629833739008 150 TCGA 1 100 100 0.5 0.0025 75 2888 -37 1839.0553858719018 1837.7110062028894 150 TCGA 1 100 100 0.5 0.0025 75 2888 -38 1838.7283198138089 1841.0654002434046 150 TCGA 1 100 100 0.5 0.0025 75 2888 -39 1838.1542968204983 1837.8901287443075 150 TCGA 1 100 100 0.5 0.0025 75 2888 -40 1837.246087114411 1837.5696573688756 150 TCGA 1 100 100 0.5 0.0025 75 2888 -41 1836.7455165355063 1835.1063079067212 150 TCGA 1 100 100 0.5 0.0025 75 2888 -42 1836.281254060381 1837.2542724609375 150 TCGA 1 100 100 0.5 0.0025 75 2888 -43 1835.446667345577 1833.5581520885678 150 TCGA 1 100 100 0.5 0.0025 75 2888 -44 1835.0305694910494 1833.883669445862 150 TCGA 1 100 100 0.5 0.0025 75 2888 -45 1834.241807540994 1832.0523914739715 150 TCGA 1 100 100 0.5 0.0025 75 2888 -46 1833.5212580700754 1834.7076385344692 150 TCGA 1 100 100 0.5 0.0025 75 2888 -47 1833.2138492155452 1833.3586695685458 150 TCGA 1 100 100 0.5 0.0025 75 2888 -48 1832.9111658541908 1831.8082618905073 150 TCGA 1 100 100 0.5 0.0025 75 2888 -49 1832.2459511188993 1833.1826907977386 150 TCGA 1 100 100 0.5 0.0025 75 2888 -50 1831.8372383479602 1830.4285870269316 150 TCGA 1 100 100 0.5 0.0025 75 2888 -51 1831.2875630203828 1829.8753336997488 150 TCGA 1 100 100 0.5 0.0025 75 2888 -52 1831.108696616618 1831.444157432671 150 TCGA 1 100 100 0.5 0.0025 75 2888 -53 1830.479003878999 1829.4219829616834 150 TCGA 1 100 100 0.5 0.0025 75 2888 -54 1830.2003206665433 1829.7640577153345 150 TCGA 1 100 100 0.5 0.0025 75 2888 -55 1829.475232330094 1828.6172739920305 150 TCGA 1 100 100 0.5 0.0025 75 2888 -56 1829.2377447483195 1829.008696436283 150 TCGA 1 100 100 0.5 0.0025 75 2888 -57 1829.1167187440049 1832.7546944929727 150 TCGA 1 100 100 0.5 0.0025 75 2888 -58 1828.7000482803824 1828.91574633421 150 TCGA 1 100 100 0.5 0.0025 75 2888 -59 1828.0639641352273 1827.363420496035 150 TCGA 1 100 100 0.5 0.0025 75 2888 -60 1827.8242359044284 1827.5537023496388 150 TCGA 1 100 100 0.5 0.0025 75 2888 -61 1827.3875095841342 1827.2523389653345 150 TCGA 1 100 100 0.5 0.0025 75 2888 -62 1827.4892500732503 1827.3423372968357 150 TCGA 1 100 100 0.5 0.0025 75 2888 -63 1827.2694818850327 1825.6818479605056 150 TCGA 1 100 100 0.5 0.0025 75 2888 -64 1826.8133792632366 1827.6059772740657 150 TCGA 1 100 100 0.5 0.0025 75 2888 -65 1826.437106742565 1825.6365561940563 150 TCGA 1 100 100 0.5 0.0025 75 2888 -66 1826.0354388279898 1825.2035967189463 150 TCGA 1 100 100 0.5 0.0025 75 2888 -67 1825.6462119070864 1825.270039160647 150 TCGA 1 100 100 0.5 0.0025 75 2888 -68 1825.5050817439167 1823.9299205990892 150 TCGA 1 100 100 0.5 0.0025 75 2888 -69 1825.1384470007465 1824.2617708905857 150 TCGA 1 100 100 0.5 0.0025 75 2888 -70 1824.9090345765694 1826.317144192643 150 TCGA 1 100 100 0.5 0.0025 75 2888 -71 1824.2582322589146 1824.175237761071 150 TCGA 1 100 100 0.5 0.0025 75 2888 -72 1824.3797588482514 1824.688014658252 150 TCGA 1 100 100 0.5 0.0025 75 2888 -73 1824.1443713009658 1823.2965903737438 150 TCGA 1 100 100 0.5 0.0025 75 2888 -74 1823.7152428799993 1823.5603745043577 150 TCGA 1 100 100 0.5 0.0025 75 2888 -75 1823.630929873024 1822.6655205961447 150 TCGA 1 100 100 0.5 0.0025 75 2888 -76 1823.5081510649206 1823.8255823796717 150 TCGA 1 100 100 0.5 0.0025 75 2888 -77 1823.3556669320176 1823.1409378435144 150 TCGA 1 100 100 0.5 0.0025 75 2888 -78 1822.6842097152435 1822.4848154345948 150 TCGA 1 100 100 0.5 0.0025 75 2888 -79 1822.6702192229664 1821.3150052017902 150 TCGA 1 100 100 0.5 0.0025 75 2888 -80 1822.3353826448526 1822.2347258754712 150 TCGA 1 100 100 0.5 0.0025 75 2888 -81 1822.2774417850371 1822.615200636974 150 TCGA 1 100 100 0.5 0.0025 75 2888 -82 1822.5248227848087 1821.324200960859 150 TCGA 1 100 100 0.5 0.0025 75 2888 -83 1822.2462666840781 1821.8494247359847 150 TCGA 1 100 100 0.5 0.0025 75 2888 -84 1821.9109627533896 1821.54815275106 150 TCGA 1 100 100 0.5 0.0025 75 2888 -85 1821.6480358765452 1820.5229890909627 150 TCGA 1 100 100 0.5 0.0025 75 2888 -86 1821.2524023693659 1820.503538812225 150 TCGA 1 100 100 0.5 0.0025 75 2888 -87 1821.3275487120363 1820.9015070469536 150 TCGA 1 100 100 0.5 0.0025 75 2888 -88 1820.9662829097965 1820.3361117108982 150 TCGA 1 100 100 0.5 0.0025 75 2888 -89 1820.7039128501629 1820.2592693693075 150 TCGA 1 100 100 0.5 0.0025 75 2888 -90 1820.554329736835 1820.094281220556 150 TCGA 1 100 100 0.5 0.0025 75 2888 -91 1820.5155024119208 1820.4889063236103 150 TCGA 1 100 100 0.5 0.0025 75 2888 -92 1820.4069326208937 1819.5642457894944 150 TCGA 1 100 100 0.5 0.0025 75 2888 -93 1820.338778772023 1819.388791491638 150 TCGA 1 100 100 0.5 0.0025 75 2888 -94 1820.1455341232236 1821.2281905131124 150 TCGA 1 100 100 0.5 0.0025 75 2888 -95 1820.0635509573997 1821.338727941465 150 TCGA 1 100 100 0.5 0.0025 75 2888 -96 1819.6403628737949 1821.2018926419205 150 TCGA 1 100 100 0.5 0.0025 75 2888 -97 1819.7228815330168 1819.0803014093908 150 TCGA 1 100 100 0.5 0.0025 75 2888 -98 1819.728641333305 1819.3810421737594 150 TCGA 1 100 100 0.5 0.0025 75 2888 -99 1819.6300402544534 1818.4915372762248 150 TCGA 1 100 100 0.5 0.0025 75 2888 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index 33a49e2e0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2716.6300947970876 4284.818617010836 150 TCGA 1 100 100 0.0 0.0025 75 4995 -1 2009.1885251916935 3382.317883362123 150 TCGA 1 100 100 0.0 0.0025 75 4995 -2 1961.5797100337518 2356.702381536589 150 TCGA 1 100 100 0.0 0.0025 75 4995 -3 1939.499504769776 2041.455327786393 150 TCGA 1 100 100 0.0 0.0025 75 4995 -4 1924.0104863562478 1924.4131883784155 150 TCGA 1 100 100 0.0 0.0025 75 4995 -5 1912.13634657112 1919.4945608167793 150 TCGA 1 100 100 0.0 0.0025 75 4995 -6 1903.3025664550835 1914.4459019953283 150 TCGA 1 100 100 0.0 0.0025 75 4995 -7 1897.377817863518 1897.4229129043656 150 TCGA 1 100 100 0.0 0.0025 75 4995 -8 1891.3455561065077 1888.0966128248665 150 TCGA 1 100 100 0.0 0.0025 75 4995 -9 1886.72482592411 1895.1526148810458 150 TCGA 1 100 100 0.0 0.0025 75 4995 -10 1882.1408547385354 1877.7124176792163 150 TCGA 1 100 100 0.0 0.0025 75 4995 -11 1878.1753945191506 1874.4614515448336 150 TCGA 1 100 100 0.0 0.0025 75 4995 -12 1875.3712633185946 1871.951136296718 150 TCGA 1 100 100 0.0 0.0025 75 4995 -13 1871.9391666501344 1865.5009544794284 150 TCGA 1 100 100 0.0 0.0025 75 4995 -14 1869.0269403007364 1862.712502330991 150 TCGA 1 100 100 0.0 0.0025 75 4995 -15 1867.6153040146212 1860.2108773849718 150 TCGA 1 100 100 0.0 0.0025 75 4995 -16 1865.6985626987134 1860.1510862417556 150 TCGA 1 100 100 0.0 0.0025 75 4995 -17 1862.3000045999484 1856.7823596743483 150 TCGA 1 100 100 0.0 0.0025 75 4995 -18 1861.2168271507267 1859.0617197314698 150 TCGA 1 100 100 0.0 0.0025 75 4995 -19 1859.3840379311525 1854.5324081344222 150 TCGA 1 100 100 0.0 0.0025 75 4995 -20 1857.0632623842164 1852.9802098873272 150 TCGA 1 100 100 0.0 0.0025 75 4995 -21 1855.4136239516042 1850.35851253337 150 TCGA 1 100 100 0.0 0.0025 75 4995 -22 1854.3298338481206 1849.3714016861652 150 TCGA 1 100 100 0.0 0.0025 75 4995 -23 1852.6380140932827 1849.6624136306532 150 TCGA 1 100 100 0.0 0.0025 75 4995 -24 1851.6003206365674 1847.418476660647 150 TCGA 1 100 100 0.0 0.0025 75 4995 -25 1850.391956845835 1847.274471110435 150 TCGA 1 100 100 0.0 0.0025 75 4995 -26 1848.932743427197 1849.957323850699 150 TCGA 1 100 100 0.0 0.0025 75 4995 -27 1848.3154194411695 1843.7652931405073 150 TCGA 1 100 100 0.0 0.0025 75 4995 -28 1847.1300488248548 1843.4505817662532 150 TCGA 1 100 100 0.0 0.0025 75 4995 -29 1845.8583695243174 1843.0589354241913 150 TCGA 1 100 100 0.0 0.0025 75 4995 -30 1845.049147791436 1844.4010261267274 150 TCGA 1 100 100 0.0 0.0025 75 4995 -31 1844.0937071071164 1841.9797179255654 150 TCGA 1 100 100 0.0 0.0025 75 4995 -32 1843.4290967963213 1841.5702352092494 150 TCGA 1 100 100 0.0 0.0025 75 4995 -33 1842.4084002851096 1839.1177119729507 150 TCGA 1 100 100 0.0 0.0025 75 4995 -34 1841.7430369916513 1839.963134765625 150 TCGA 1 100 100 0.0 0.0025 75 4995 -35 1841.0151671443564 1838.560340152913 150 TCGA 1 100 100 0.0 0.0025 75 4995 -36 1840.0539487422957 1837.683948305983 150 TCGA 1 100 100 0.0 0.0025 75 4995 -37 1839.4319487370635 1835.373570734532 150 TCGA 1 100 100 0.0 0.0025 75 4995 -38 1838.7506538848418 1836.4348414435458 150 TCGA 1 100 100 0.0 0.0025 75 4995 -39 1838.3675350849617 1835.225092135482 150 TCGA 1 100 100 0.0 0.0025 75 4995 -40 1837.1400666703655 1833.1734797032036 150 TCGA 1 100 100 0.0 0.0025 75 4995 -41 1836.9040200741965 1834.7167895139762 150 TCGA 1 100 100 0.0 0.0025 75 4995 -42 1836.1380806263037 1833.7895102956188 150 TCGA 1 100 100 0.0 0.0025 75 4995 -43 1835.6043109419038 1832.2650269168107 150 TCGA 1 100 100 0.0 0.0025 75 4995 -44 1835.1400697633403 1832.030627993483 150 TCGA 1 100 100 0.0 0.0025 75 4995 -45 1834.5340833828936 1831.872334082522 150 TCGA 1 100 100 0.0 0.0025 75 4995 -46 1833.967920660374 1831.14546671345 150 TCGA 1 100 100 0.0 0.0025 75 4995 -47 1833.4251413312338 1830.1074979389134 150 TCGA 1 100 100 0.0 0.0025 75 4995 -48 1832.913860734492 1830.9760858737045 150 TCGA 1 100 100 0.0 0.0025 75 4995 -49 1832.533218848757 1831.4670127983668 150 TCGA 1 100 100 0.0 0.0025 75 4995 -50 1831.8132998405497 1829.474703841473 150 TCGA 1 100 100 0.0 0.0025 75 4995 -51 1831.450211036257 1828.889406137131 150 TCGA 1 100 100 0.0 0.0025 75 4995 -52 1831.07163736961 1827.219626575259 150 TCGA 1 100 100 0.0 0.0025 75 4995 -53 1830.5285716064807 1828.8388487849404 150 TCGA 1 100 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4995 -79 1822.7606565243618 1819.9861858118718 150 TCGA 1 100 100 0.0 0.0025 75 4995 -80 1822.469888173838 1820.4382115656408 150 TCGA 1 100 100 0.0 0.0025 75 4995 -81 1822.305507996716 1820.6115250323885 150 TCGA 1 100 100 0.0 0.0025 75 4995 -82 1822.3448930789962 1821.469765821294 150 TCGA 1 100 100 0.0 0.0025 75 4995 -83 1821.7469479833042 1819.5528085986573 150 TCGA 1 100 100 0.0 0.0025 75 4995 -84 1821.8323269901643 1820.4752203399812 150 TCGA 1 100 100 0.0 0.0025 75 4995 -85 1822.050349977589 1819.1152515507224 150 TCGA 1 100 100 0.0 0.0025 75 4995 -86 1821.4348567601146 1818.641262955402 150 TCGA 1 100 100 0.0 0.0025 75 4995 -87 1821.1865298142056 1819.1880802940484 150 TCGA 1 100 100 0.0 0.0025 75 4995 -88 1821.1241206822617 1819.351379087822 150 TCGA 1 100 100 0.0 0.0025 75 4995 -89 1821.1339356449782 1819.0504058377826 150 TCGA 1 100 100 0.0 0.0025 75 4995 -90 1821.0687426313623 1819.1497637111338 150 TCGA 1 100 100 0.0 0.0025 75 4995 -91 1820.7841608843935 1818.5863122987987 150 TCGA 1 100 100 0.0 0.0025 75 4995 -92 1820.3998354564674 1818.0914650155073 150 TCGA 1 100 100 0.0 0.0025 75 4995 -93 1820.595016184842 1818.177260202379 150 TCGA 1 100 100 0.0 0.0025 75 4995 -94 1820.3018329567988 1817.9642315581816 150 TCGA 1 100 100 0.0 0.0025 75 4995 -95 1819.9096065588942 1817.9237312048524 150 TCGA 1 100 100 0.0 0.0025 75 4995 -96 1819.7414063808042 1817.3547393952183 150 TCGA 1 100 100 0.0 0.0025 75 4995 -97 1819.8396623272731 1817.7330371339117 150 TCGA 1 100 100 0.0 0.0025 75 4995 -98 1819.7935329113227 1817.2113245671717 150 TCGA 1 100 100 0.0 0.0025 75 4995 -99 1819.423688218987 1817.234802552803 150 TCGA 1 100 100 0.0 0.0025 75 4995 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index cb4834ccf..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2721.4945139075407 4476.093062971106 150 TCGA 1 100 100 1.0 0.0025 75 2916 -1 2006.542727184583 3046.120644727544 150 TCGA 1 100 100 1.0 0.0025 75 2916 -2 1966.5550591066115 2209.5495850836214 150 TCGA 1 100 100 1.0 0.0025 75 2916 -3 1939.170156246185 2156.596085898241 150 TCGA 1 100 100 1.0 0.0025 75 2916 -4 1922.1022081005744 1926.050212610906 150 TCGA 1 100 100 1.0 0.0025 75 2916 -5 1910.5591837587813 1922.518336923877 150 TCGA 1 100 100 1.0 0.0025 75 2916 -6 1903.5713959131965 1915.3206143019786 150 TCGA 1 100 100 1.0 0.0025 75 2916 -7 1896.461198045654 1900.6166200877435 150 TCGA 1 100 100 1.0 0.0025 75 2916 -8 1890.5521763587506 1900.5621932906722 150 TCGA 1 100 100 1.0 0.0025 75 2916 -9 1885.7259728318547 1890.9130614007538 150 TCGA 1 100 100 1.0 0.0025 75 2916 -10 1881.6937901432698 1881.258320410647 150 TCGA 1 100 100 1.0 0.0025 75 2916 -11 1877.113948692154 1880.5348225502512 150 TCGA 1 100 100 1.0 0.0025 75 2916 -12 1873.668353791295 1876.961392043224 150 TCGA 1 100 100 1.0 0.0025 75 2916 -13 1870.5209434450517 1873.7802415397298 150 TCGA 1 100 100 1.0 0.0025 75 2916 -14 1868.0272582503671 1869.7536970742383 150 TCGA 1 100 100 1.0 0.0025 75 2916 -15 1867.2481507417253 1870.6044204175173 150 TCGA 1 100 100 1.0 0.0025 75 2916 -16 1863.7794254037708 1865.2805574503377 150 TCGA 1 100 100 1.0 0.0025 75 2916 -17 1861.8736835781624 1866.311767578125 150 TCGA 1 100 100 1.0 0.0025 75 2916 -18 1861.1014263001068 1862.112121275322 150 TCGA 1 100 100 1.0 0.0025 75 2916 -19 1858.3707892350526 1860.76254931886 150 TCGA 1 100 100 1.0 0.0025 75 2916 -20 1856.532716056414 1859.8811611769786 150 TCGA 1 100 100 1.0 0.0025 75 2916 -21 1855.515120776986 1858.5900240950848 150 TCGA 1 100 100 1.0 0.0025 75 2916 -22 1853.7856256736418 1855.134665637759 150 TCGA 1 100 100 1.0 0.0025 75 2916 -23 1852.2808806279606 1853.1624952153345 150 TCGA 1 100 100 1.0 0.0025 75 2916 -24 1850.800795910973 1852.9990988879947 150 TCGA 1 100 100 1.0 0.0025 75 2916 -25 1850.0453353253363 1852.7981969172033 150 TCGA 1 100 100 1.0 0.0025 75 2916 -26 1848.4668072167085 1850.9730328890546 150 TCGA 1 100 100 1.0 0.0025 75 2916 -27 1847.303347097389 1851.1781717425015 150 TCGA 1 100 100 1.0 0.0025 75 2916 -28 1846.3596976776582 1848.3435524791928 150 TCGA 1 100 100 1.0 0.0025 75 2916 -29 1845.654257715487 1848.968245769865 150 TCGA 1 100 100 1.0 0.0025 75 2916 -30 1844.1734190756806 1847.9511988654208 150 TCGA 1 100 100 1.0 0.0025 75 2916 -31 1843.8166469570142 1846.3746049583856 150 TCGA 1 100 100 1.0 0.0025 75 2916 -32 1842.665921473213 1844.0865472381438 150 TCGA 1 100 100 1.0 0.0025 75 2916 -33 1841.898097845044 1847.7720254102544 150 TCGA 1 100 100 1.0 0.0025 75 2916 -34 1841.0927849782472 1844.738958464196 150 TCGA 1 100 100 1.0 0.0025 75 2916 -35 1840.0610513841484 1843.0587409704774 150 TCGA 1 100 100 1.0 0.0025 75 2916 -36 1839.17020197316 1842.3659784518295 150 TCGA 1 100 100 1.0 0.0025 75 2916 -37 1839.089227866509 1841.6634631899733 150 TCGA 1 100 100 1.0 0.0025 75 2916 -38 1838.3644956717974 1841.039072928117 150 TCGA 1 100 100 1.0 0.0025 75 2916 -39 1837.4658685329305 1840.018611735435 150 TCGA 1 100 100 1.0 0.0025 75 2916 -40 1836.9481609253787 1839.1545085044363 150 TCGA 1 100 100 1.0 0.0025 75 2916 -41 1836.4106171032404 1839.7724670716866 150 TCGA 1 100 100 1.0 0.0025 75 2916 -42 1835.6858566221163 1840.2651575749842 150 TCGA 1 100 100 1.0 0.0025 75 2916 -43 1834.6606946183656 1838.3494179883794 150 TCGA 1 100 100 1.0 0.0025 75 2916 -44 1834.6817905048345 1837.0188104830795 150 TCGA 1 100 100 1.0 0.0025 75 2916 -45 1834.0975765684298 1837.5693285764762 150 TCGA 1 100 100 1.0 0.0025 75 2916 -46 1833.360905940757 1835.588416324788 150 TCGA 1 100 100 1.0 0.0025 75 2916 -47 1832.9682661606432 1836.1834998969457 150 TCGA 1 100 100 1.0 0.0025 75 2916 -48 1832.1373437216591 1834.7947734276854 150 TCGA 1 100 100 1.0 0.0025 75 2916 -49 1831.9205556350676 1840.5899639800566 150 TCGA 1 100 100 1.0 0.0025 75 2916 -50 1831.2455902082577 1833.1365212291928 150 TCGA 1 100 100 1.0 0.0025 75 2916 -51 1830.8935162501352 1834.2602477720634 150 TCGA 1 100 100 1.0 0.0025 75 2916 -52 1830.4124892658788 1833.1670547562028 150 TCGA 1 100 100 1.0 0.0025 75 2916 -53 1829.9778431686843 1833.3249757086212 150 TCGA 1 100 100 1.0 0.0025 75 2916 -54 1829.7694622235235 1833.0136884373037 150 TCGA 1 100 100 1.0 0.0025 75 2916 -55 1829.0306028324999 1832.872501545815 150 TCGA 1 100 100 1.0 0.0025 75 2916 -56 1829.0273206685056 1833.7395792438756 150 TCGA 1 100 100 1.0 0.0025 75 2916 -57 1828.3898529689723 1832.2407895188835 150 TCGA 1 100 100 1.0 0.0025 75 2916 -58 1828.2336270042476 1833.197260104232 150 TCGA 1 100 100 1.0 0.0025 75 2916 -59 1827.9913988595615 1830.636702801115 150 TCGA 1 100 100 1.0 0.0025 75 2916 -60 1827.476420631924 1830.194016959799 150 TCGA 1 100 100 1.0 0.0025 75 2916 -61 1827.004194101035 1831.979595855253 150 TCGA 1 100 100 1.0 0.0025 75 2916 -62 1826.6885304919895 1829.6837740950848 150 TCGA 1 100 100 1.0 0.0025 75 2916 -63 1826.5120037805689 1828.7976515880182 150 TCGA 1 100 100 1.0 0.0025 75 2916 -64 1825.844448194771 1828.3696319733433 150 TCGA 1 100 100 1.0 0.0025 75 2916 -65 1825.6063821177115 1828.907035789298 150 TCGA 1 100 100 1.0 0.0025 75 2916 -66 1825.4651661824005 1828.6283063265546 150 TCGA 1 100 100 1.0 0.0025 75 2916 -67 1824.9818678782553 1827.9048121466708 150 TCGA 1 100 100 1.0 0.0025 75 2916 -68 1824.9550312671136 1828.0055526656722 150 TCGA 1 100 100 1.0 0.0025 75 2916 -69 1824.5381210366322 1826.8849471969222 150 TCGA 1 100 100 1.0 0.0025 75 2916 -70 1824.311842204657 1827.6539159420147 150 TCGA 1 100 100 1.0 0.0025 75 2916 -71 1824.2044730873588 1827.110613492266 150 TCGA 1 100 100 1.0 0.0025 75 2916 -72 1824.095147384199 1827.540415088136 150 TCGA 1 100 100 1.0 0.0025 75 2916 -73 1823.693338391823 1826.342830485435 150 TCGA 1 100 100 1.0 0.0025 75 2916 -74 1823.4479109121894 1826.9699817446608 150 TCGA 1 100 100 1.0 0.0025 75 2916 -75 1823.574260975237 1825.4858551792163 150 TCGA 1 100 100 1.0 0.0025 75 2916 -76 1822.6730002705467 1825.927283512288 150 TCGA 1 100 100 1.0 0.0025 75 2916 -77 1822.945394279888 1826.0120150312107 150 TCGA 1 100 100 1.0 0.0025 75 2916 -78 1822.4993605444988 1826.1609837517667 150 TCGA 1 100 100 1.0 0.0025 75 2916 -79 1822.3456679304898 1826.0207347774026 150 TCGA 1 100 100 1.0 0.0025 75 2916 -80 1822.340593190049 1825.9272233972597 150 TCGA 1 100 100 1.0 0.0025 75 2916 -81 1821.7681031268094 1825.4819703988694 150 TCGA 1 100 100 1.0 0.0025 75 2916 -82 1821.7794407732665 1824.6552427665672 150 TCGA 1 100 100 1.0 0.0025 75 2916 -83 1821.2711497478313 1824.3773285372174 150 TCGA 1 100 100 1.0 0.0025 75 2916 -84 1821.256688646499 1825.25988892215 150 TCGA 1 100 100 1.0 0.0025 75 2916 -85 1821.110559963597 1825.946650979507 150 TCGA 1 100 100 1.0 0.0025 75 2916 -86 1821.2437852871633 1825.175613786707 150 TCGA 1 100 100 1.0 0.0025 75 2916 -87 1820.6966314697947 1824.5819061125942 150 TCGA 1 100 100 1.0 0.0025 75 2916 -88 1820.6191049535994 1823.4409701093357 150 TCGA 1 100 100 1.0 0.0025 75 2916 -89 1820.6528806331928 1823.112602195548 150 TCGA 1 100 100 1.0 0.0025 75 2916 -90 1820.5949459184505 1823.5863632125472 150 TCGA 1 100 100 1.0 0.0025 75 2916 -91 1820.182237909766 1822.8630101189542 150 TCGA 1 100 100 1.0 0.0025 75 2916 -92 1819.9668325736516 1822.7248657839982 150 TCGA 1 100 100 1.0 0.0025 75 2916 -93 1819.9034207728655 1823.895966036236 150 TCGA 1 100 100 1.0 0.0025 75 2916 -94 1819.7561293085819 1822.0013568820666 150 TCGA 1 100 100 1.0 0.0025 75 2916 -95 1819.500207460942 1822.2180967091315 150 TCGA 1 100 100 1.0 0.0025 75 2916 -96 1819.4649264427924 1823.2883840589668 150 TCGA 1 100 100 1.0 0.0025 75 2916 -97 1819.0623983678468 1823.2992464765232 150 TCGA 1 100 100 1.0 0.0025 75 2916 -98 1818.9170533929741 1822.0253482991127 150 TCGA 1 100 100 1.0 0.0025 75 2916 -99 1818.8953737518007 1821.8384494493955 150 TCGA 1 100 100 1.0 0.0025 75 2916 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index ace894285..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2722.134707771384 4478.511340884108 150 TCGA 1 50 100 0.5 0.0025 75 1593 -1 2011.532457649954 2892.498010069881 150 TCGA 1 50 100 0.5 0.0025 75 1593 -2 1966.1106252703287 2347.975242423053 150 TCGA 1 50 100 0.5 0.0025 75 1593 -3 1937.7878629844333 2093.3657287904366 150 TCGA 1 50 100 0.5 0.0025 75 1593 -4 1923.3855650840374 1978.2236567358275 150 TCGA 1 50 100 0.5 0.0025 75 1593 -5 1912.3614130251135 1943.4853601503612 150 TCGA 1 50 100 0.5 0.0025 75 1593 -6 1902.691541359858 1922.165726704813 150 TCGA 1 50 100 0.5 0.0025 75 1593 -7 1895.8215751558532 1899.033204965256 150 TCGA 1 50 100 0.5 0.0025 75 1593 -8 1891.4707386056446 1885.8576795108354 150 TCGA 1 50 100 0.5 0.0025 75 1593 -9 1884.99772491949 1897.9313277814856 150 TCGA 1 50 100 0.5 0.0025 75 1593 -10 1882.6434438172987 1881.608665888034 150 TCGA 1 50 100 0.5 0.0025 75 1593 -11 1878.4432385718533 1876.4741701672424 150 TCGA 1 50 100 0.5 0.0025 75 1593 -12 1875.040043340888 1875.7970829489243 150 TCGA 1 50 100 0.5 0.0025 75 1593 -13 1872.0155399500065 1874.9098789847676 150 TCGA 1 50 100 0.5 0.0025 75 1593 -14 1868.731534354747 1869.3178207934202 150 TCGA 1 50 100 0.5 0.0025 75 1593 -15 1866.777124475802 1868.9184324945038 150 TCGA 1 50 100 0.5 0.0025 75 1593 -16 1865.1072864926332 1863.2053234924624 150 TCGA 1 50 100 0.5 0.0025 75 1593 -17 1862.3764609196235 1862.6244552842336 150 TCGA 1 50 100 0.5 0.0025 75 1593 -18 1860.2190796675088 1859.1573516999058 150 TCGA 1 50 100 0.5 0.0025 75 1593 -19 1859.064321898392 1859.422089083111 150 TCGA 1 50 100 0.5 0.0025 75 1593 -20 1857.153956756779 1858.559479526539 150 TCGA 1 50 100 0.5 0.0025 75 1593 -21 1855.3888448772054 1857.8656392313128 150 TCGA 1 50 100 0.5 0.0025 75 1593 -22 1853.8010897980776 1853.4519000029445 150 TCGA 1 50 100 0.5 0.0025 75 1593 -23 1852.204029047911 1854.827665549427 150 TCGA 1 50 100 0.5 0.0025 75 1593 -24 1851.076061045675 1853.0848358000942 150 TCGA 1 50 100 0.5 0.0025 75 1593 -25 1850.1658029318894 1852.2324838302843 150 TCGA 1 50 100 0.5 0.0025 75 1593 -26 1849.3340400757968 1849.876635987555 150 TCGA 1 50 100 0.5 0.0025 75 1593 -27 1848.0368217555977 1854.2364925211998 150 TCGA 1 50 100 0.5 0.0025 75 1593 -28 1846.609620789303 1851.0604198973383 150 TCGA 1 50 100 0.5 0.0025 75 1593 -29 1845.6482626038585 1847.102683215884 150 TCGA 1 50 100 0.5 0.0025 75 1593 -30 1844.4236641973373 1846.4054648241206 150 TCGA 1 50 100 0.5 0.0025 75 1593 -31 1844.110801365509 1844.328461766842 150 TCGA 1 50 100 0.5 0.0025 75 1593 -32 1843.0664479710958 1844.256062416575 150 TCGA 1 50 100 0.5 0.0025 75 1593 -33 1841.800571581737 1844.187191450416 150 TCGA 1 50 100 0.5 0.0025 75 1593 -34 1840.8659920584398 1846.8595504377356 150 TCGA 1 50 100 0.5 0.0025 75 1593 -35 1840.61545743707 1843.7828866009736 150 TCGA 1 50 100 0.5 0.0025 75 1593 -36 1839.8092345680452 1841.035056262759 150 TCGA 1 50 100 0.5 0.0025 75 1593 -37 1839.2106982917842 1840.5873354811165 150 TCGA 1 50 100 0.5 0.0025 75 1593 -38 1838.4546476837406 1840.1203251364243 150 TCGA 1 50 100 0.5 0.0025 75 1593 -39 1837.9390139362085 1839.768308706619 150 TCGA 1 50 100 0.5 0.0025 75 1593 -40 1837.341286179902 1839.260006085113 150 TCGA 1 50 100 0.5 0.0025 75 1593 -41 1836.4629467345599 1838.4031945616755 150 TCGA 1 50 100 0.5 0.0025 75 1593 -42 1835.873330325018 1837.8090409322 150 TCGA 1 50 100 0.5 0.0025 75 1593 -43 1835.3298026322386 1837.3755661854193 150 TCGA 1 50 100 0.5 0.0025 75 1593 -44 1834.7482414326507 1840.194476410372 150 TCGA 1 50 100 0.5 0.0025 75 1593 -45 1834.4559185693595 1835.635693727426 150 TCGA 1 50 100 0.5 0.0025 75 1593 -46 1833.7452898354438 1837.0218628543107 150 TCGA 1 50 100 0.5 0.0025 75 1593 -47 1833.0763137839524 1834.5346550869583 150 TCGA 1 50 100 0.5 0.0025 75 1593 -48 1832.4098272365122 1834.6996923092022 150 TCGA 1 50 100 0.5 0.0025 75 1593 -49 1832.2912216552706 1834.5182424574043 150 TCGA 1 50 100 0.5 0.0025 75 1593 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index c2cd26d7f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2711.393475414693 4568.809663552136 150 TCGA 1 50 100 0.0 0.0025 75 4953 -1 2011.7978695344548 2812.7546288571766 150 TCGA 1 50 100 0.0 0.0025 75 4953 -2 1962.8012976677826 2342.7694122467806 150 TCGA 1 50 100 0.0 0.0025 75 4953 -3 1940.283194104959 2134.0110084111966 150 TCGA 1 50 100 0.0 0.0025 75 4953 -4 1922.8814581721897 2000.023596375432 150 TCGA 1 50 100 0.0 0.0025 75 4953 -5 1911.974519501601 1904.3062713469692 150 TCGA 1 50 100 0.0 0.0025 75 4953 -6 1902.6630630058853 1909.9961207404208 150 TCGA 1 50 100 0.0 0.0025 75 4953 -7 1896.3289586043888 1893.672828252591 150 TCGA 1 50 100 0.0 0.0025 75 4953 -8 1890.7161827083144 1889.13754011758 150 TCGA 1 50 100 0.0 0.0025 75 4953 -9 1885.7479007694121 1883.1531835201397 150 TCGA 1 50 100 0.0 0.0025 75 4953 -10 1881.0649910164752 1877.955416732098 150 TCGA 1 50 100 0.0 0.0025 75 4953 -11 1878.147681574242 1882.8906881821215 150 TCGA 1 50 100 0.0 0.0025 75 4953 -12 1874.6738094445225 1881.4957882675094 150 TCGA 1 50 100 0.0 0.0025 75 4953 -13 1871.304280194737 1868.6684723667163 150 TCGA 1 50 100 0.0 0.0025 75 4953 -14 1869.0390943835284 1864.5425595997565 150 TCGA 1 50 100 0.0 0.0025 75 4953 -15 1866.3927751897315 1863.6871742746937 150 TCGA 1 50 100 0.0 0.0025 75 4953 -16 1864.9015652196376 1860.2005977151382 150 TCGA 1 50 100 0.0 0.0025 75 4953 -17 1863.3219222639245 1862.2373022338254 150 TCGA 1 50 100 0.0 0.0025 75 4953 -18 1860.3862393116603 1858.656542600699 150 TCGA 1 50 100 0.0 0.0025 75 4953 -19 1858.2713075167953 1862.275150164887 150 TCGA 1 50 100 0.0 0.0025 75 4953 -20 1856.492461589341 1855.0670147613066 150 TCGA 1 50 100 0.0 0.0025 75 4953 -21 1855.3595086383107 1854.0286276352465 150 TCGA 1 50 100 0.0 0.0025 75 4953 -22 1854.2174751902548 1852.6958799122565 150 TCGA 1 50 100 0.0 0.0025 75 4953 -23 1852.8327029296656 1849.338781922307 150 TCGA 1 50 100 0.0 0.0025 75 4953 -24 1851.4228934607265 1852.4993154247802 150 TCGA 1 50 100 0.0 0.0025 75 4953 -25 1850.9250498091567 1848.5441925202183 150 TCGA 1 50 100 0.0 0.0025 75 4953 -26 1848.7553883844328 1847.4426778668735 150 TCGA 1 50 100 0.0 0.0025 75 4953 -27 1847.9915363538717 1847.5397151774498 150 TCGA 1 50 100 0.0 0.0025 75 4953 -28 1846.882854289223 1845.4689646965296 150 TCGA 1 50 100 0.0 0.0025 75 4953 -29 1845.8481563036298 1844.5492636522456 150 TCGA 1 50 100 0.0 0.0025 75 4953 -30 1844.9581446391635 1843.0403396376414 150 TCGA 1 50 100 0.0 0.0025 75 4953 -31 1844.1130364417284 1848.8145089460977 150 TCGA 1 50 100 0.0 0.0025 75 4953 -32 1843.112718287716 1842.1008932602465 150 TCGA 1 50 100 0.0 0.0025 75 4953 -33 1842.0891762669696 1841.873834504554 150 TCGA 1 50 100 0.0 0.0025 75 4953 -34 1841.4540481507772 1842.7510489459014 150 TCGA 1 50 100 0.0 0.0025 75 4953 -35 1840.8929915889616 1838.7495877826634 150 TCGA 1 50 100 0.0 0.0025 75 4953 -36 1839.822499996185 1842.834073320705 150 TCGA 1 50 100 0.0 0.0025 75 4953 -37 1839.1624177731976 1838.7957585780464 150 TCGA 1 50 100 0.0 0.0025 75 4953 -38 1838.0847029261777 1837.2428941582914 150 TCGA 1 50 100 0.0 0.0025 75 4953 -39 1837.6333968951003 1836.7809850031408 150 TCGA 1 50 100 0.0 0.0025 75 4953 -40 1837.0508092502782 1837.234766974521 150 TCGA 1 50 100 0.0 0.0025 75 4953 -41 1836.1229806417386 1835.5948946392116 150 TCGA 1 50 100 0.0 0.0025 75 4953 -42 1835.9741140085214 1834.986934182632 150 TCGA 1 50 100 0.0 0.0025 75 4953 -43 1835.5407857638356 1834.0638893932553 150 TCGA 1 50 100 0.0 0.0025 75 4953 -44 1834.8108273546723 1833.6952756948806 150 TCGA 1 50 100 0.0 0.0025 75 4953 -45 1834.187515219616 1833.265934776421 150 TCGA 1 50 100 0.0 0.0025 75 4953 -46 1833.949040270368 1832.6423493198413 150 TCGA 1 50 100 0.0 0.0025 75 4953 -47 1832.9818417582878 1836.733164724992 150 TCGA 1 50 100 0.0 0.0025 75 4953 -48 1832.5193712055875 1834.1885464922268 150 TCGA 1 50 100 0.0 0.0025 75 4953 -49 1832.3218119659919 1833.4287728927843 150 TCGA 1 50 100 0.0 0.0025 75 4953 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 66213e991..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2718.049277778129 3304.587894305512 150 TCGA 1 50 100 1.0 0.0025 75 9701 -1 2011.186360613498 2793.999992638976 150 TCGA 1 50 100 1.0 0.0025 75 9701 -2 1962.193945841167 2805.139577280936 150 TCGA 1 50 100 1.0 0.0025 75 9701 -3 1939.4249454246647 2110.500192613458 150 TCGA 1 50 100 1.0 0.0025 75 9701 -4 1922.833723802095 1946.4843240862515 150 TCGA 1 50 100 1.0 0.0025 75 9701 -5 1911.8874428876077 1914.8489094643137 150 TCGA 1 50 100 1.0 0.0025 75 9701 -6 1901.0858498202967 1933.9848914985082 150 TCGA 1 50 100 1.0 0.0025 75 9701 -7 1895.8192665295112 1918.7857457453283 150 TCGA 1 50 100 1.0 0.0025 75 9701 -8 1891.0845656226238 1892.3562858236494 150 TCGA 1 50 100 1.0 0.0025 75 9701 -9 1885.9039717447627 1892.3294874028345 150 TCGA 1 50 100 1.0 0.0025 75 9701 -10 1880.8199683486491 1877.3009763171326 150 TCGA 1 50 100 1.0 0.0025 75 9701 -11 1877.5377588724502 1874.0571491490657 150 TCGA 1 50 100 1.0 0.0025 75 9701 -12 1875.6217872167435 1870.9219130319566 150 TCGA 1 50 100 1.0 0.0025 75 9701 -13 1870.9029990655129 1869.537777387916 150 TCGA 1 50 100 1.0 0.0025 75 9701 -14 1869.5320251648786 1867.4504333189384 150 TCGA 1 50 100 1.0 0.0025 75 9701 -15 1866.4873221280625 1865.6352465452262 150 TCGA 1 50 100 1.0 0.0025 75 9701 -16 1864.4967665742026 1861.947360091473 150 TCGA 1 50 100 1.0 0.0025 75 9701 -17 1862.3445328223756 1861.3673126374058 150 TCGA 1 50 100 1.0 0.0025 75 9701 -18 1860.579463604053 1862.3725039994897 150 TCGA 1 50 100 1.0 0.0025 75 9701 -19 1858.3132645234105 1860.6188069252512 150 TCGA 1 50 100 1.0 0.0025 75 9701 -20 1857.0177590435858 1858.9392506968436 150 TCGA 1 50 100 1.0 0.0025 75 9701 -21 1855.4895492879018 1857.3759471184046 150 TCGA 1 50 100 1.0 0.0025 75 9701 -22 1854.3386984091808 1852.7002658556455 150 TCGA 1 50 100 1.0 0.0025 75 9701 -23 1852.5184923919905 1852.1638232667242 150 TCGA 1 50 100 1.0 0.0025 75 9701 -24 1851.4282186367454 1853.5806338823022 150 TCGA 1 50 100 1.0 0.0025 75 9701 -25 1849.876080919741 1848.3737584406408 150 TCGA 1 50 100 1.0 0.0025 75 9701 -26 1849.0560637920187 1850.137000309163 150 TCGA 1 50 100 1.0 0.0025 75 9701 -27 1847.6031624399827 1847.1644575416144 150 TCGA 1 50 100 1.0 0.0025 75 9701 -28 1846.8322729925476 1846.527805654248 150 TCGA 1 50 100 1.0 0.0025 75 9701 -29 1845.4905544501994 1846.2711678509736 150 TCGA 1 50 100 1.0 0.0025 75 9701 -30 1844.6572306092555 1843.0719417399498 150 TCGA 1 50 100 1.0 0.0025 75 9701 -31 1844.1533627693696 1844.6415353132852 150 TCGA 1 50 100 1.0 0.0025 75 9701 -32 1842.607483012347 1843.414315841905 150 TCGA 1 50 100 1.0 0.0025 75 9701 -33 1842.0819916408473 1843.3142807543577 150 TCGA 1 50 100 1.0 0.0025 75 9701 -34 1841.1574059959128 1841.6839470791458 150 TCGA 1 50 100 1.0 0.0025 75 9701 -35 1840.786228108824 1840.8385163120288 150 TCGA 1 50 100 1.0 0.0025 75 9701 -36 1839.6722842400754 1839.9252604575613 150 TCGA 1 50 100 1.0 0.0025 75 9701 -37 1839.0825153209892 1840.6462273525833 150 TCGA 1 50 100 1.0 0.0025 75 9701 -38 1838.2978759384114 1840.6117035372174 150 TCGA 1 50 100 1.0 0.0025 75 9701 -39 1837.8623268969664 1837.9059389967415 150 TCGA 1 50 100 1.0 0.0025 75 9701 -40 1837.2292760607786 1839.4794952545933 150 TCGA 1 50 100 1.0 0.0025 75 9701 -41 1836.5799434375306 1838.414107279562 150 TCGA 1 50 100 1.0 0.0025 75 9701 -42 1835.870480468968 1837.4418031318703 150 TCGA 1 50 100 1.0 0.0025 75 9701 -43 1835.4690537519227 1835.6141799083307 150 TCGA 1 50 100 1.0 0.0025 75 9701 -44 1834.7856858435825 1837.1497557366913 150 TCGA 1 50 100 1.0 0.0025 75 9701 -45 1834.3087376755175 1834.7309441494583 150 TCGA 1 50 100 1.0 0.0025 75 9701 -46 1833.546624319164 1833.9635169254475 150 TCGA 1 50 100 1.0 0.0025 75 9701 -47 1833.345815357745 1833.4733506399184 150 TCGA 1 50 100 1.0 0.0025 75 9701 -48 1832.4954596765474 1833.6909701093357 150 TCGA 1 50 100 1.0 0.0025 75 9701 -49 1832.0280059736108 1832.323220717847 150 TCGA 1 50 100 1.0 0.0025 75 9701 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 219a7fe8e..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2285.4658408869136 2780.915771484375 50 TCGA 1 100 100 0.5 0.0025 75 2285 -1 1943.1682779520986 1958.780253808103 50 TCGA 1 100 100 0.5 0.0025 75 2285 -2 1909.8970407834474 1900.8018449179492 50 TCGA 1 100 100 0.5 0.0025 75 2285 -3 1892.4349525197035 1878.4049372840766 50 TCGA 1 100 100 0.5 0.0025 75 2285 -4 1881.9374891677755 1872.9249696971185 50 TCGA 1 100 100 0.5 0.0025 75 2285 -5 1873.5161137717657 1866.8400228682474 50 TCGA 1 100 100 0.5 0.0025 75 2285 -6 1868.0623932991832 1859.5121119513583 50 TCGA 1 100 100 0.5 0.0025 75 2285 -7 1862.3938907998415 1859.2831902432083 50 TCGA 1 100 100 0.5 0.0025 75 2285 -8 1859.3458535226011 1855.313697393216 50 TCGA 1 100 100 0.5 0.0025 75 2285 -9 1855.695473648073 1851.7622438363694 50 TCGA 1 100 100 0.5 0.0025 75 2285 -10 1853.4386774968564 1849.0243061008166 50 TCGA 1 100 100 0.5 0.0025 75 2285 -11 1850.7329054827242 1847.0558572893765 50 TCGA 1 100 100 0.5 0.0025 75 2285 -12 1848.6910731897567 1842.476769222087 50 TCGA 1 100 100 0.5 0.0025 75 2285 -13 1846.3182424006018 1844.0456211722676 50 TCGA 1 100 100 0.5 0.0025 75 2285 -14 1845.4290903242374 1840.4375226964903 50 TCGA 1 100 100 0.5 0.0025 75 2285 -15 1843.6166624436887 1841.311138824003 50 TCGA 1 100 100 0.5 0.0025 75 2285 -16 1841.9725073648226 1838.8501718799073 50 TCGA 1 100 100 0.5 0.0025 75 2285 -17 1840.3286952382687 1836.2770554432318 50 TCGA 1 100 100 0.5 0.0025 75 2285 -18 1839.3792060369199 1836.784798013505 50 TCGA 1 100 100 0.5 0.0025 75 2285 -19 1838.1746313719095 1835.3964365283448 50 TCGA 1 100 100 0.5 0.0025 75 2285 -20 1836.9725387987114 1833.4553216522063 50 TCGA 1 100 100 0.5 0.0025 75 2285 -21 1836.0436572298327 1833.2098676978644 50 TCGA 1 100 100 0.5 0.0025 75 2285 -22 1835.3523528436183 1832.243224790947 50 TCGA 1 100 100 0.5 0.0025 75 2285 -23 1834.5343542975072 1831.8897103927843 50 TCGA 1 100 100 0.5 0.0025 75 2285 -24 1833.7085016938056 1830.0819024320822 50 TCGA 1 100 100 0.5 0.0025 75 2285 -25 1833.221115975817 1831.658595099521 50 TCGA 1 100 100 0.5 0.0025 75 2285 -26 1831.9148494372585 1828.0119211781564 50 TCGA 1 100 100 0.5 0.0025 75 2285 -27 1831.3786446143106 1828.9863986681455 50 TCGA 1 100 100 0.5 0.0025 75 2285 -28 1830.578897167282 1828.8810673239243 50 TCGA 1 100 100 0.5 0.0025 75 2285 -29 1830.5994762272053 1828.0632673867383 50 TCGA 1 100 100 0.5 0.0025 75 2285 -30 1829.6179146352044 1826.394226380928 50 TCGA 1 100 100 0.5 0.0025 75 2285 -31 1829.381539311682 1827.138447363772 50 TCGA 1 100 100 0.5 0.0025 75 2285 -32 1829.0880244813177 1825.5225879151617 50 TCGA 1 100 100 0.5 0.0025 75 2285 -33 1828.3568229279304 1825.4235441121623 50 TCGA 1 100 100 0.5 0.0025 75 2285 -34 1827.5875962746304 1826.999053495014 50 TCGA 1 100 100 0.5 0.0025 75 2285 -35 1827.787515562977 1826.55126953125 50 TCGA 1 100 100 0.5 0.0025 75 2285 -36 1827.2032935466866 1824.5811141891097 50 TCGA 1 100 100 0.5 0.0025 75 2285 -37 1826.993814322975 1824.0649855723932 50 TCGA 1 100 100 0.5 0.0025 75 2285 -38 1826.835383775764 1823.6205735709798 50 TCGA 1 100 100 0.5 0.0025 75 2285 -39 1826.4818141803983 1824.6078690572 50 TCGA 1 100 100 0.5 0.0025 75 2285 -40 1826.3199819195868 1825.172038782781 50 TCGA 1 100 100 0.5 0.0025 75 2285 -41 1826.062479044074 1824.5514701191505 50 TCGA 1 100 100 0.5 0.0025 75 2285 -42 1825.959297651105 1823.0492783742934 50 TCGA 1 100 100 0.5 0.0025 75 2285 -43 1825.5336178833784 1822.320615528816 50 TCGA 1 100 100 0.5 0.0025 75 2285 -44 1825.3382742356237 1823.1163201260208 50 TCGA 1 100 100 0.5 0.0025 75 2285 -45 1825.1139415251728 1824.1274303647142 50 TCGA 1 100 100 0.5 0.0025 75 2285 -46 1825.0831592728855 1823.8100438717022 50 TCGA 1 100 100 0.5 0.0025 75 2285 -47 1824.4951269433147 1823.120963705245 50 TCGA 1 100 100 0.5 0.0025 75 2285 -48 1825.197381509363 1823.1194939541458 50 TCGA 1 100 100 0.5 0.0025 75 2285 -49 1824.4465156263082 1822.8074043312265 50 TCGA 1 100 100 0.5 0.0025 75 2285 -50 1824.4935437217464 1821.2252411962154 50 TCGA 1 100 100 0.5 0.0025 75 2285 -51 1824.4953575675038 1821.857600379829 50 TCGA 1 100 100 0.5 0.0025 75 2285 -52 1824.2820013612359 1823.0430037148633 50 TCGA 1 100 100 0.5 0.0025 75 2285 -53 1824.1967461687443 1820.9295059280778 50 TCGA 1 100 100 0.5 0.0025 75 2285 -54 1824.086805031733 1822.159195636385 50 TCGA 1 100 100 0.5 0.0025 75 2285 -55 1824.1570130654884 1822.5344943712705 50 TCGA 1 100 100 0.5 0.0025 75 2285 -56 1823.8018695683547 1821.758913586487 50 TCGA 1 100 100 0.5 0.0025 75 2285 -57 1823.7399172156447 1822.575453561754 50 TCGA 1 100 100 0.5 0.0025 75 2285 -58 1823.9077788151885 1822.4280012121153 50 TCGA 1 100 100 0.5 0.0025 75 2285 -59 1823.521930431013 1822.0274271749372 50 TCGA 1 100 100 0.5 0.0025 75 2285 -60 1823.3550074198693 1820.940687936754 50 TCGA 1 100 100 0.5 0.0025 75 2285 -61 1823.3593186451822 1822.850013617894 50 TCGA 1 100 100 0.5 0.0025 75 2285 -62 1823.5071829910696 1820.8753165240264 50 TCGA 1 100 100 0.5 0.0025 75 2285 -63 1823.6718396419844 1821.926253582365 50 TCGA 1 100 100 0.5 0.0025 75 2285 -64 1823.545534910774 1821.6497446951555 50 TCGA 1 100 100 0.5 0.0025 75 2285 -65 1823.5519745659917 1824.349632684909 50 TCGA 1 100 100 0.5 0.0025 75 2285 -66 1823.6553337164444 1820.3220325259108 50 TCGA 1 100 100 0.5 0.0025 75 2285 -67 1823.0063926474513 1820.8207443467336 50 TCGA 1 100 100 0.5 0.0025 75 2285 -68 1823.2246275785872 1820.516234124725 50 TCGA 1 100 100 0.5 0.0025 75 2285 -69 1822.961759454638 1820.3822610366285 50 TCGA 1 100 100 0.5 0.0025 75 2285 -70 1823.4884111276892 1821.349078154444 50 TCGA 1 100 100 0.5 0.0025 75 2285 -71 1823.1435632579014 1821.8603558564305 50 TCGA 1 100 100 0.5 0.0025 75 2285 -72 1823.0626478360186 1820.5545439600346 50 TCGA 1 100 100 0.5 0.0025 75 2285 -73 1822.7654758559393 1821.911022397142 50 TCGA 1 100 100 0.5 0.0025 75 2285 -74 1822.6804176464266 1823.2646551851053 50 TCGA 1 100 100 0.5 0.0025 75 2285 -75 1823.146832123467 1819.609209376963 50 TCGA 1 100 100 0.5 0.0025 75 2285 -76 1822.9559046169093 1820.6144896847518 50 TCGA 1 100 100 0.5 0.0025 75 2285 -77 1822.7993095935303 1821.7843600325848 50 TCGA 1 100 100 0.5 0.0025 75 2285 -78 1823.0992333673714 1821.208330470713 50 TCGA 1 100 100 0.5 0.0025 75 2285 -79 1822.83339735019 1819.0960601346576 50 TCGA 1 100 100 0.5 0.0025 75 2285 -80 1823.2053766583795 1823.9331208042163 50 TCGA 1 100 100 0.5 0.0025 75 2285 -81 1822.738357239076 1821.0162948531722 50 TCGA 1 100 100 0.5 0.0025 75 2285 -82 1822.7315745634191 1820.3329575121702 50 TCGA 1 100 100 0.5 0.0025 75 2285 -83 1822.849523902618 1819.7094702025754 50 TCGA 1 100 100 0.5 0.0025 75 2285 -84 1822.7204334775522 1820.9999227092494 50 TCGA 1 100 100 0.5 0.0025 75 2285 -85 1822.729086530915 1819.4387194762876 50 TCGA 1 100 100 0.5 0.0025 75 2285 -86 1822.4247777908824 1819.9831812872958 50 TCGA 1 100 100 0.5 0.0025 75 2285 -87 1822.8289993444528 1821.5246072893765 50 TCGA 1 100 100 0.5 0.0025 75 2285 -88 1822.884350784869 1819.8421876226837 50 TCGA 1 100 100 0.5 0.0025 75 2285 -89 1822.474224388207 1821.09548413454 50 TCGA 1 100 100 0.5 0.0025 75 2285 -90 1822.5953739207562 1820.2848992275833 50 TCGA 1 100 100 0.5 0.0025 75 2285 -91 1822.5057795844264 1821.9353088685616 50 TCGA 1 100 100 0.5 0.0025 75 2285 -92 1822.8017100280836 1820.1913068761778 50 TCGA 1 100 100 0.5 0.0025 75 2285 -93 1822.7483968716645 1819.939407118601 50 TCGA 1 100 100 0.5 0.0025 75 2285 -94 1822.5446110105977 1820.1016913179178 50 TCGA 1 100 100 0.5 0.0025 75 2285 -95 1822.3573184306633 1821.474981720124 50 TCGA 1 100 100 0.5 0.0025 75 2285 -96 1822.5292753195547 1821.4399174829225 50 TCGA 1 100 100 0.5 0.0025 75 2285 -97 1822.642801554957 1821.3040697874137 50 TCGA 1 100 100 0.5 0.0025 75 2285 -98 1822.167927178784 1819.8358405798524 50 TCGA 1 100 100 0.5 0.0025 75 2285 -99 1822.219267821203 1819.203201677332 50 TCGA 1 100 100 0.5 0.0025 75 2285 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index 31a50db39..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2289.9132558739816 2345.7723811930746 50 TCGA 1 100 100 0.0 0.0025 75 9480 -1 1943.1008386212757 1944.5717981999842 50 TCGA 1 100 100 0.0 0.0025 75 9480 -2 1909.8344203345623 1901.1866455078125 50 TCGA 1 100 100 0.0 0.0025 75 9480 -3 1891.683451391408 1886.5398022828988 50 TCGA 1 100 100 0.0 0.0025 75 9480 -4 1880.5614805582418 1874.9325963312658 50 TCGA 1 100 100 0.0 0.0025 75 9480 -5 1873.8890372002838 1871.6803377237752 50 TCGA 1 100 100 0.0 0.0025 75 9480 -6 1867.6355533661595 1870.5387171452967 50 TCGA 1 100 100 0.0 0.0025 75 9480 -7 1863.2582043267637 1864.8976167458386 50 TCGA 1 100 100 0.0 0.0025 75 9480 -8 1859.1271600818006 1858.227756826123 50 TCGA 1 100 100 0.0 0.0025 75 9480 -9 1855.8809258262684 1855.298698080245 50 TCGA 1 100 100 0.0 0.0025 75 9480 -10 1852.8580236425357 1852.1770829243876 50 TCGA 1 100 100 0.0 0.0025 75 9480 -11 1850.3684653209673 1851.8369263308732 50 TCGA 1 100 100 0.0 0.0025 75 9480 -12 1848.4323356041673 1848.7937569929727 50 TCGA 1 100 100 0.0 0.0025 75 9480 -13 1846.5277180135722 1848.3814856754475 50 TCGA 1 100 100 0.0 0.0025 75 9480 -14 1844.362215059359 1843.9004605547268 50 TCGA 1 100 100 0.0 0.0025 75 9480 -15 1843.1195108145657 1843.363226042321 50 TCGA 1 100 100 0.0 0.0025 75 9480 -16 1841.659215985671 1844.8025871545226 50 TCGA 1 100 100 0.0 0.0025 75 9480 -17 1840.1528438717569 1844.2708169755026 50 TCGA 1 100 100 0.0 0.0025 75 9480 -18 1839.1272014622605 1839.9010721331265 50 TCGA 1 100 100 0.0 0.0025 75 9480 -19 1837.7952656039624 1838.4395788758245 50 TCGA 1 100 100 0.0 0.0025 75 9480 -20 1836.9123242754317 1839.653070651107 50 TCGA 1 100 100 0.0 0.0025 75 9480 -21 1835.355732047993 1835.7186874312972 50 TCGA 1 100 100 0.0 0.0025 75 9480 -22 1834.8586965621164 1836.3366073531722 50 TCGA 1 100 100 0.0 0.0025 75 9480 -23 1834.1067193882157 1836.1488699601523 50 TCGA 1 100 100 0.0 0.0025 75 9480 -24 1833.4671627180505 1845.571579209524 50 TCGA 1 100 100 0.0 0.0025 75 9480 -25 1832.3116610408135 1836.1879643579225 50 TCGA 1 100 100 0.0 0.0025 75 9480 -26 1831.5535291060098 1833.2895434202262 50 TCGA 1 100 100 0.0 0.0025 75 9480 -27 1831.5634498430131 1831.650331736809 50 TCGA 1 100 100 0.0 0.0025 75 9480 -28 1830.5292569524622 1830.8425108943154 50 TCGA 1 100 100 0.0 0.0025 75 9480 -29 1830.161235711819 1833.4113241991206 50 TCGA 1 100 100 0.0 0.0025 75 9480 -30 1829.1829942170364 1833.5816668793184 50 TCGA 1 100 100 0.0 0.0025 75 9480 -31 1828.8136701663698 1832.4289047777952 50 TCGA 1 100 100 0.0 0.0025 75 9480 -32 1828.5761720793816 1829.410061783527 50 TCGA 1 100 100 0.0 0.0025 75 9480 -33 1827.9022274977501 1831.1769669882617 50 TCGA 1 100 100 0.0 0.0025 75 9480 -34 1827.6260392258962 1828.912175010796 50 TCGA 1 100 100 0.0 0.0025 75 9480 -35 1827.3242805004918 1827.7460998841866 50 TCGA 1 100 100 0.0 0.0025 75 9480 -36 1827.20326745397 1828.9371644599953 50 TCGA 1 100 100 0.0 0.0025 75 9480 -37 1826.566154601758 1828.1177579793498 50 TCGA 1 100 100 0.0 0.0025 75 9480 -38 1826.4899928504594 1829.7936361494974 50 TCGA 1 100 100 0.0 0.0025 75 9480 -39 1826.0833914367493 1828.8176042566347 50 TCGA 1 100 100 0.0 0.0025 75 9480 -40 1826.0331259232598 1828.714006433535 50 TCGA 1 100 100 0.0 0.0025 75 9480 -41 1825.928169081022 1829.4689469073885 50 TCGA 1 100 100 0.0 0.0025 75 9480 -42 1825.391800003401 1828.8828744552843 50 TCGA 1 100 100 0.0 0.0025 75 9480 -43 1824.9965135089146 1826.0737905837782 50 TCGA 1 100 100 0.0 0.0025 75 9480 -44 1825.2942525116591 1828.0695610621467 50 TCGA 1 100 100 0.0 0.0025 75 9480 -45 1824.8356409423093 1826.3097709004005 50 TCGA 1 100 100 0.0 0.0025 75 9480 -46 1824.9712489873573 1827.1301790937107 50 TCGA 1 100 100 0.0 0.0025 75 9480 -47 1824.3826748694355 1826.5624914121388 50 TCGA 1 100 100 0.0 0.0025 75 9480 -48 1824.5364635291676 1825.5511204705167 50 TCGA 1 100 100 0.0 0.0025 75 9480 -49 1824.3892812864071 1825.499071897574 50 TCGA 1 100 100 0.0 0.0025 75 9480 -50 1824.0901990197096 1825.7637620475423 50 TCGA 1 100 100 0.0 0.0025 75 9480 -51 1824.0317332943391 1827.380315886071 50 TCGA 1 100 100 0.0 0.0025 75 9480 -52 1823.898442704918 1824.3640836016018 50 TCGA 1 100 100 0.0 0.0025 75 9480 -53 1823.9233962803205 1825.5350372467808 50 TCGA 1 100 100 0.0 0.0025 75 9480 -54 1823.7158545123532 1826.1525253219222 50 TCGA 1 100 100 0.0 0.0025 75 9480 -55 1823.2458366924584 1824.5797456520886 50 TCGA 1 100 100 0.0 0.0025 75 9480 -56 1823.4288229113617 1826.3159228760992 50 TCGA 1 100 100 0.0 0.0025 75 9480 -57 1823.2302981867483 1826.2619089097832 50 TCGA 1 100 100 0.0 0.0025 75 9480 -58 1823.4571303069451 1823.6870141724246 50 TCGA 1 100 100 0.0 0.0025 75 9480 -59 1823.2610531472803 1824.1240939806455 50 TCGA 1 100 100 0.0 0.0025 75 9480 -60 1823.6235501442334 1824.6250938530543 50 TCGA 1 100 100 0.0 0.0025 75 9480 -61 1823.1531350882753 1825.46836661334 50 TCGA 1 100 100 0.0 0.0025 75 9480 -62 1823.0019610822567 1826.0463094279994 50 TCGA 1 100 100 0.0 0.0025 75 9480 -63 1823.354068109321 1826.2490688304806 50 TCGA 1 100 100 0.0 0.0025 75 9480 -64 1823.516356672476 1824.1518824591708 50 TCGA 1 100 100 0.0 0.0025 75 9480 -65 1822.682922097585 1823.5922170667793 50 TCGA 1 100 100 0.0 0.0025 75 9480 -66 1822.8711610324203 1823.4772992158055 50 TCGA 1 100 100 0.0 0.0025 75 9480 -67 1822.9635890514035 1824.4002918645965 50 TCGA 1 100 100 0.0 0.0025 75 9480 -68 1823.0688227489466 1824.1415788660097 50 TCGA 1 100 100 0.0 0.0025 75 9480 -69 1823.1510586939241 1824.8103174564228 50 TCGA 1 100 100 0.0 0.0025 75 9480 -70 1823.0630496911058 1822.9769096949592 50 TCGA 1 100 100 0.0 0.0025 75 9480 -71 1822.69862506235 1824.3079429128063 50 TCGA 1 100 100 0.0 0.0025 75 9480 -72 1822.292892393037 1824.120295692329 50 TCGA 1 100 100 0.0 0.0025 75 9480 -73 1822.5403075790364 1823.0893247978172 50 TCGA 1 100 100 0.0 0.0025 75 9480 -74 1822.497062436996 1823.1701132616206 50 TCGA 1 100 100 0.0 0.0025 75 9480 -75 1822.7240614552013 1823.4047980380417 50 TCGA 1 100 100 0.0 0.0025 75 9480 -76 1822.8042260881166 1823.7576382891018 50 TCGA 1 100 100 0.0 0.0025 75 9480 -77 1822.2924673065754 1824.825640654444 50 TCGA 1 100 100 0.0 0.0025 75 9480 -78 1822.5625433288976 1823.462912094653 50 TCGA 1 100 100 0.0 0.0025 75 9480 -79 1822.447537943034 1824.19377465943 50 TCGA 1 100 100 0.0 0.0025 75 9480 -80 1822.2639326386611 1824.3557993826555 50 TCGA 1 100 100 0.0 0.0025 75 9480 -81 1822.3309153537557 1824.279617692957 50 TCGA 1 100 100 0.0 0.0025 75 9480 -82 1822.6661846213262 1823.259015413984 50 TCGA 1 100 100 0.0 0.0025 75 9480 -83 1822.7028170378164 1824.5340698855607 50 TCGA 1 100 100 0.0 0.0025 75 9480 -84 1822.6031588292412 1823.6989703154445 50 TCGA 1 100 100 0.0 0.0025 75 9480 -85 1822.520699685939 1824.3207283978486 50 TCGA 1 100 100 0.0 0.0025 75 9480 -86 1822.1039941913116 1826.5445182455244 50 TCGA 1 100 100 0.0 0.0025 75 9480 -87 1822.4231731092468 1824.1192945930827 50 TCGA 1 100 100 0.0 0.0025 75 9480 -88 1822.6078010437304 1823.9348825425957 50 TCGA 1 100 100 0.0 0.0025 75 9480 -89 1822.0843569081414 1823.890154507891 50 TCGA 1 100 100 0.0 0.0025 75 9480 -90 1822.424502229994 1822.4147906279445 50 TCGA 1 100 100 0.0 0.0025 75 9480 -91 1822.0490343732777 1826.8586039327497 50 TCGA 1 100 100 0.0 0.0025 75 9480 -92 1822.4313324175585 1823.2992391154994 50 TCGA 1 100 100 0.0 0.0025 75 9480 -93 1821.9449983927432 1823.9917617874528 50 TCGA 1 100 100 0.0 0.0025 75 9480 -94 1822.071680276119 1823.8603509490813 50 TCGA 1 100 100 0.0 0.0025 75 9480 -95 1822.2254597386793 1823.163848416889 50 TCGA 1 100 100 0.0 0.0025 75 9480 -96 1822.0728013636558 1822.9108714961526 50 TCGA 1 100 100 0.0 0.0025 75 9480 -97 1822.185955392927 1822.605758897024 50 TCGA 1 100 100 0.0 0.0025 75 9480 -98 1822.0319749415087 1824.1714805718043 50 TCGA 1 100 100 0.0 0.0025 75 9480 -99 1822.3138281533409 1822.6268991441582 50 TCGA 1 100 100 0.0 0.0025 75 9480 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index 91cf5b6f7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2285.1832495168965 2171.8232434143374 50 TCGA 1 100 100 1.0 0.0025 75 2657 -1 1942.8334124608023 1934.8403013603172 50 TCGA 1 100 100 1.0 0.0025 75 2657 -2 1909.0123295239512 1913.9934585034548 50 TCGA 1 100 100 1.0 0.0025 75 2657 -3 1890.9605812083826 1886.926243154248 50 TCGA 1 100 100 1.0 0.0025 75 2657 -4 1880.8850402593587 1878.971744096459 50 TCGA 1 100 100 1.0 0.0025 75 2657 -5 1872.8939953342135 1870.487673352112 50 TCGA 1 100 100 1.0 0.0025 75 2657 -6 1867.6707926768386 1864.7298080981077 50 TCGA 1 100 100 1.0 0.0025 75 2657 -7 1862.2730482756951 1862.4146139633715 50 TCGA 1 100 100 1.0 0.0025 75 2657 -8 1859.0664163464508 1858.2668138053548 50 TCGA 1 100 100 1.0 0.0025 75 2657 -9 1855.4188709312257 1854.5263555325455 50 TCGA 1 100 100 1.0 0.0025 75 2657 -10 1852.802081225932 1854.0923293223932 50 TCGA 1 100 100 1.0 0.0025 75 2657 -11 1850.5081438979396 1851.7661537668812 50 TCGA 1 100 100 1.0 0.0025 75 2657 -12 1848.2044933211366 1849.4111732981312 50 TCGA 1 100 100 1.0 0.0025 75 2657 -13 1845.915320809338 1848.1586656426664 50 TCGA 1 100 100 1.0 0.0025 75 2657 -14 1844.2693897498107 1847.6864436930748 50 TCGA 1 100 100 1.0 0.0025 75 2657 -15 1843.1033961843973 1847.1121556267667 50 TCGA 1 100 100 1.0 0.0025 75 2657 -16 1841.3467857615465 1842.2007964627826 50 TCGA 1 100 100 1.0 0.0025 75 2657 -17 1840.2935997849797 1840.9643149831188 50 TCGA 1 100 100 1.0 0.0025 75 2657 -18 1838.7703406556082 1840.642180629711 50 TCGA 1 100 100 1.0 0.0025 75 2657 -19 1837.5431423380992 1840.686305673877 50 TCGA 1 100 100 1.0 0.0025 75 2657 -20 1836.8294420077314 1843.2974160352544 50 TCGA 1 100 100 1.0 0.0025 75 2657 -21 1835.812542565873 1836.7128519796247 50 TCGA 1 100 100 1.0 0.0025 75 2657 -22 1834.7806478509522 1835.571579209524 50 TCGA 1 100 100 1.0 0.0025 75 2657 -23 1833.6121859554203 1835.0327553293812 50 TCGA 1 100 100 1.0 0.0025 75 2657 -24 1833.0399173328235 1834.366722528659 50 TCGA 1 100 100 1.0 0.0025 75 2657 -25 1832.316110278203 1833.5837095634422 50 TCGA 1 100 100 1.0 0.0025 75 2657 -26 1831.287535496995 1833.8419477759894 50 TCGA 1 100 100 1.0 0.0025 75 2657 -27 1831.1679369891006 1832.192760678392 50 TCGA 1 100 100 1.0 0.0025 75 2657 -28 1830.312013857944 1832.4273417870604 50 TCGA 1 100 100 1.0 0.0025 75 2657 -29 1829.4953810032596 1832.6844053028815 50 TCGA 1 100 100 1.0 0.0025 75 2657 -30 1829.069105681198 1832.5054962311558 50 TCGA 1 100 100 1.0 0.0025 75 2657 -31 1828.8845320304652 1832.0585121653187 50 TCGA 1 100 100 1.0 0.0025 75 2657 -32 1828.359862041335 1833.231295638348 50 TCGA 1 100 100 1.0 0.0025 75 2657 -33 1827.8059817259966 1836.470168837351 50 TCGA 1 100 100 1.0 0.0025 75 2657 -34 1827.7388627701325 1828.8087740950848 50 TCGA 1 100 100 1.0 0.0025 75 2657 -35 1827.316731121354 1828.7477604084877 50 TCGA 1 100 100 1.0 0.0025 75 2657 -36 1826.8654651626944 1827.7568506595478 50 TCGA 1 100 100 1.0 0.0025 75 2657 -37 1826.4908799210727 1829.578153830677 50 TCGA 1 100 100 1.0 0.0025 75 2657 -38 1826.123636992785 1828.8776242050094 50 TCGA 1 100 100 1.0 0.0025 75 2657 -39 1825.994431051243 1827.3208480144865 50 TCGA 1 100 100 1.0 0.0025 75 2657 -40 1825.7330916743551 1829.569759809791 50 TCGA 1 100 100 1.0 0.0025 75 2657 -41 1825.1614811059846 1828.1335277461526 50 TCGA 1 100 100 1.0 0.0025 75 2657 -42 1825.147556765216 1827.9118836369346 50 TCGA 1 100 100 1.0 0.0025 75 2657 -43 1824.9187568726718 1827.138857127434 50 TCGA 1 100 100 1.0 0.0025 75 2657 -44 1824.6454144101122 1826.8009787708072 50 TCGA 1 100 100 1.0 0.0025 75 2657 -45 1824.7470827389009 1828.485444188717 50 TCGA 1 100 100 1.0 0.0025 75 2657 -46 1824.6726665290316 1826.8910427381045 50 TCGA 1 100 100 1.0 0.0025 75 2657 -47 1824.4585557186733 1826.5460757154915 50 TCGA 1 100 100 1.0 0.0025 75 2657 -48 1824.293532557061 1826.852958027442 50 TCGA 1 100 100 1.0 0.0025 75 2657 -49 1824.0122777200302 1825.208740234375 50 TCGA 1 100 100 1.0 0.0025 75 2657 -50 1823.64015811069 1826.0252366569173 50 TCGA 1 100 100 1.0 0.0025 75 2657 -51 1823.6826137266385 1826.7728118129712 50 TCGA 1 100 100 1.0 0.0025 75 2657 -52 1823.5499161299697 1826.7568666084328 50 TCGA 1 100 100 1.0 0.0025 75 2657 -53 1823.7986663774077 1826.1548078527403 50 TCGA 1 100 100 1.0 0.0025 75 2657 -54 1823.5666094189285 1825.2142481204853 50 TCGA 1 100 100 1.0 0.0025 75 2657 -55 1823.7974413958946 1828.3088109002042 50 TCGA 1 100 100 1.0 0.0025 75 2657 -56 1823.4253172629087 1826.7622646926036 50 TCGA 1 100 100 1.0 0.0025 75 2657 -57 1823.4466090559467 1828.2975160224953 50 TCGA 1 100 100 1.0 0.0025 75 2657 -58 1823.192278305379 1825.0686685380026 50 TCGA 1 100 100 1.0 0.0025 75 2657 -59 1823.0273017018937 1824.5041418027638 50 TCGA 1 100 100 1.0 0.0025 75 2657 -60 1823.0507826942967 1826.0837334867697 50 TCGA 1 100 100 1.0 0.0025 75 2657 -61 1822.6438552919462 1826.7492117570273 50 TCGA 1 100 100 1.0 0.0025 75 2657 -62 1822.9693052639107 1823.7347841502435 50 TCGA 1 100 100 1.0 0.0025 75 2657 -63 1823.1654154107646 1826.1081825141332 50 TCGA 1 100 100 1.0 0.0025 75 2657 -64 1822.9583212657358 1825.4179914464903 50 TCGA 1 100 100 1.0 0.0025 75 2657 -65 1822.868398992328 1826.1156447520807 50 TCGA 1 100 100 1.0 0.0025 75 2657 -66 1822.5199570586099 1825.55859375 50 TCGA 1 100 100 1.0 0.0025 75 2657 -67 1822.4189114124065 1825.556740612241 50 TCGA 1 100 100 1.0 0.0025 75 2657 -68 1822.566300625593 1824.881682582836 50 TCGA 1 100 100 1.0 0.0025 75 2657 -69 1822.3646643274876 1824.6815486122016 50 TCGA 1 100 100 1.0 0.0025 75 2657 -70 1822.4990946985486 1824.9804577084642 50 TCGA 1 100 100 1.0 0.0025 75 2657 -71 1822.7828982012893 1824.6576068820666 50 TCGA 1 100 100 1.0 0.0025 75 2657 -72 1822.7034986776785 1824.4001747016332 50 TCGA 1 100 100 1.0 0.0025 75 2657 -73 1822.7042993493799 1824.669932303117 50 TCGA 1 100 100 1.0 0.0025 75 2657 -74 1822.1750078836792 1827.440809393648 50 TCGA 1 100 100 1.0 0.0025 75 2657 -75 1822.4587201096008 1823.727494282938 50 TCGA 1 100 100 1.0 0.0025 75 2657 -76 1822.1417413595093 1826.2984956520886 50 TCGA 1 100 100 1.0 0.0025 75 2657 -77 1822.1267257164147 1825.8718789258794 50 TCGA 1 100 100 1.0 0.0025 75 2657 -78 1822.34485754385 1824.678580892745 50 TCGA 1 100 100 1.0 0.0025 75 2657 -79 1822.3597373685636 1824.1274082816426 50 TCGA 1 100 100 1.0 0.0025 75 2657 -80 1822.7727391826002 1824.778381040947 50 TCGA 1 100 100 1.0 0.0025 75 2657 -81 1822.1201072136782 1824.4537420991678 50 TCGA 1 100 100 1.0 0.0025 75 2657 -82 1822.0917550449008 1824.2962253896435 50 TCGA 1 100 100 1.0 0.0025 75 2657 -83 1821.9843270793292 1825.2079912501963 50 TCGA 1 100 100 1.0 0.0025 75 2657 -84 1822.5595634997803 1824.1881017637013 50 TCGA 1 100 100 1.0 0.0025 75 2657 -85 1822.1783646878314 1826.8688063118327 50 TCGA 1 100 100 1.0 0.0025 75 2657 -86 1822.2771950419533 1823.798945901382 50 TCGA 1 100 100 1.0 0.0025 75 2657 -87 1821.9462130189222 1823.9563086428234 50 TCGA 1 100 100 1.0 0.0025 75 2657 -88 1822.095776130105 1825.5433956893844 50 TCGA 1 100 100 1.0 0.0025 75 2657 -89 1821.9003122650975 1824.2047640546482 50 TCGA 1 100 100 1.0 0.0025 75 2657 -90 1821.9341600913929 1823.6049951907978 50 TCGA 1 100 100 1.0 0.0025 75 2657 -91 1821.6990361554851 1824.0760872232256 50 TCGA 1 100 100 1.0 0.0025 75 2657 -92 1822.020744268377 1825.8320018059046 50 TCGA 1 100 100 1.0 0.0025 75 2657 -93 1821.9337988946172 1823.214710024733 50 TCGA 1 100 100 1.0 0.0025 75 2657 -94 1821.9612010841272 1825.0782127188677 50 TCGA 1 100 100 1.0 0.0025 75 2657 -95 1822.1108543139667 1824.3801563972204 50 TCGA 1 100 100 1.0 0.0025 75 2657 -96 1821.9034788036122 1823.814586850267 50 TCGA 1 100 100 1.0 0.0025 75 2657 -97 1821.9897603050833 1823.8227563599246 50 TCGA 1 100 100 1.0 0.0025 75 2657 -98 1821.9420320664362 1824.4680856675957 50 TCGA 1 100 100 1.0 0.0025 75 2657 -99 1821.693108230899 1824.616326873626 50 TCGA 1 100 100 1.0 0.0025 75 2657 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 2e847e478..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2277.411198514369 2371.435662197707 50 TCGA 1 50 100 0.5 0.0025 75 6542 -1 1943.1244923297495 1983.1443570391018 50 TCGA 1 50 100 0.5 0.0025 75 6542 -2 1908.62363745605 1899.3483972597362 50 TCGA 1 50 100 0.5 0.0025 75 6542 -3 1891.8144201923128 1883.6231793734296 50 TCGA 1 50 100 0.5 0.0025 75 6542 -4 1881.2362054960445 1876.588016989243 50 TCGA 1 50 100 0.5 0.0025 75 6542 -5 1873.1317145212086 1868.694157432671 50 TCGA 1 50 100 0.5 0.0025 75 6542 -6 1867.9243623648574 1863.2955273192133 50 TCGA 1 50 100 0.5 0.0025 75 6542 -7 1863.3985553600517 1857.925996559948 50 TCGA 1 50 100 0.5 0.0025 75 6542 -8 1859.066444169598 1852.9786033438677 50 TCGA 1 50 100 0.5 0.0025 75 6542 -9 1856.3374788233418 1852.0143877345713 50 TCGA 1 50 100 0.5 0.0025 75 6542 -10 1852.9160913279418 1852.0000680894707 50 TCGA 1 50 100 0.5 0.0025 75 6542 -11 1850.2926415759466 1846.531070268334 50 TCGA 1 50 100 0.5 0.0025 75 6542 -12 1848.4986352214778 1848.9989479870053 50 TCGA 1 50 100 0.5 0.0025 75 6542 -13 1846.5687146992113 1843.5514731862438 50 TCGA 1 50 100 0.5 0.0025 75 6542 -14 1845.03420107944 1842.940668307357 50 TCGA 1 50 100 0.5 0.0025 75 6542 -15 1843.1392176692302 1841.2312643539965 50 TCGA 1 50 100 0.5 0.0025 75 6542 -16 1841.8373887591868 1839.907028428274 50 TCGA 1 50 100 0.5 0.0025 75 6542 -17 1840.4325805350677 1839.8036134039337 50 TCGA 1 50 100 0.5 0.0025 75 6542 -18 1839.1740576727793 1835.125226351484 50 TCGA 1 50 100 0.5 0.0025 75 6542 -19 1838.1382166763171 1838.1090529552057 50 TCGA 1 50 100 0.5 0.0025 75 6542 -20 1837.2417222457427 1833.8890288846576 50 TCGA 1 50 100 0.5 0.0025 75 6542 -21 1835.867458768875 1834.0530607137248 50 TCGA 1 50 100 0.5 0.0025 75 6542 -22 1834.9549288991866 1831.7815763387248 50 TCGA 1 50 100 0.5 0.0025 75 6542 -23 1834.4216269079975 1832.803431218593 50 TCGA 1 50 100 0.5 0.0025 75 6542 -24 1833.3789181450086 1836.1273727033606 50 TCGA 1 50 100 0.5 0.0025 75 6542 -25 1832.5236435166453 1829.6303704803313 50 TCGA 1 50 100 0.5 0.0025 75 6542 -26 1831.7704810521368 1829.1057656446294 50 TCGA 1 50 100 0.5 0.0025 75 6542 -27 1831.3708658781497 1829.082304221302 50 TCGA 1 50 100 0.5 0.0025 75 6542 -28 1830.8024974967343 1828.8565311911118 50 TCGA 1 50 100 0.5 0.0025 75 6542 -29 1830.0292752923037 1826.424669121977 50 TCGA 1 50 100 0.5 0.0025 75 6542 -30 1829.5975233883394 1828.4373883578046 50 TCGA 1 50 100 0.5 0.0025 75 6542 -31 1829.3419442750046 1826.6094541310065 50 TCGA 1 50 100 0.5 0.0025 75 6542 -32 1828.709021299941 1827.7214079430355 50 TCGA 1 50 100 0.5 0.0025 75 6542 -33 1828.2364204373525 1825.697125152128 50 TCGA 1 50 100 0.5 0.0025 75 6542 -34 1827.6842827203484 1825.0587992452497 50 TCGA 1 50 100 0.5 0.0025 75 6542 -35 1827.7767661948703 1825.053486426272 50 TCGA 1 50 100 0.5 0.0025 75 6542 -36 1827.363867716167 1825.5465474344378 50 TCGA 1 50 100 0.5 0.0025 75 6542 -37 1827.2338161117225 1825.0990155857412 50 TCGA 1 50 100 0.5 0.0025 75 6542 -38 1826.8689470892573 1825.416425388662 50 TCGA 1 50 100 0.5 0.0025 75 6542 -39 1826.4301314031936 1822.9220369425252 50 TCGA 1 50 100 0.5 0.0025 75 6542 -40 1826.333750371702 1824.225501899144 50 TCGA 1 50 100 0.5 0.0025 75 6542 -41 1825.7900013200326 1822.5996302312342 50 TCGA 1 50 100 0.5 0.0025 75 6542 -42 1825.801258154008 1826.1197264398163 50 TCGA 1 50 100 0.5 0.0025 75 6542 -43 1825.501896456797 1824.2380456972362 50 TCGA 1 50 100 0.5 0.0025 75 6542 -44 1825.511497363859 1823.953866623155 50 TCGA 1 50 100 0.5 0.0025 75 6542 -45 1825.3775436242972 1822.5350949081344 50 TCGA 1 50 100 0.5 0.0025 75 6542 -46 1824.773438181272 1821.5360493875628 50 TCGA 1 50 100 0.5 0.0025 75 6542 -47 1825.2139509430767 1823.352004774851 50 TCGA 1 50 100 0.5 0.0025 75 6542 -48 1825.0597807710385 1823.8551963921168 50 TCGA 1 50 100 0.5 0.0025 75 6542 -49 1824.987099052367 1824.1081352808967 50 TCGA 1 50 100 0.5 0.0025 75 6542 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 05701391c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2271.4492790698205 2300.955789690641 50 TCGA 1 50 100 0.0 0.0025 75 4495 -1 1941.709569969139 1959.1400594279994 50 TCGA 1 50 100 0.0 0.0025 75 4495 -2 1910.2670989182927 1897.100046129083 50 TCGA 1 50 100 0.0 0.0025 75 4495 -3 1890.7737005391095 1892.1683196254712 50 TCGA 1 50 100 0.0 0.0025 75 4495 -4 1880.603535804276 1878.239781672032 50 TCGA 1 50 100 0.0 0.0025 75 4495 -5 1872.1286442055475 1867.686954670815 50 TCGA 1 50 100 0.0 0.0025 75 4495 -6 1867.3941962004426 1861.0510474736966 50 TCGA 1 50 100 0.0 0.0025 75 4495 -7 1862.7572863809046 1858.702126967847 50 TCGA 1 50 100 0.0 0.0025 75 4495 -8 1858.7448611382408 1855.3494179883794 50 TCGA 1 50 100 0.0 0.0025 75 4495 -9 1855.500245789303 1853.686115514094 50 TCGA 1 50 100 0.0 0.0025 75 4495 -10 1852.6226558385117 1850.778635609689 50 TCGA 1 50 100 0.0 0.0025 75 4495 -11 1850.296635819035 1848.4814428588254 50 TCGA 1 50 100 0.0 0.0025 75 4495 -12 1848.1451390536054 1845.5606480890783 50 TCGA 1 50 100 0.0 0.0025 75 4495 -13 1846.164508651391 1847.8888841178548 50 TCGA 1 50 100 0.0 0.0025 75 4495 -14 1844.3094430372696 1846.0717215226523 50 TCGA 1 50 100 0.0 0.0025 75 4495 -15 1842.856097564033 1842.4701209906957 50 TCGA 1 50 100 0.0 0.0025 75 4495 -16 1841.6655466646232 1839.6581098853644 50 TCGA 1 50 100 0.0 0.0025 75 4495 -17 1839.9397526939129 1837.9924537236966 50 TCGA 1 50 100 0.0 0.0025 75 4495 -18 1838.6757015003027 1838.3180857902796 50 TCGA 1 50 100 0.0 0.0025 75 4495 -19 1837.5049955630118 1837.5530134804883 50 TCGA 1 50 100 0.0 0.0025 75 4495 -20 1836.6805267044444 1835.0146729742462 50 TCGA 1 50 100 0.0 0.0025 75 4495 -21 1835.8190563707324 1836.001104766999 50 TCGA 1 50 100 0.0 0.0025 75 4495 -22 1834.5662694097111 1834.340166408213 50 TCGA 1 50 100 0.0 0.0025 75 4495 -23 1833.6503916332824 1833.467172900636 50 TCGA 1 50 100 0.0 0.0025 75 4495 -24 1833.077890656066 1834.582848937068 50 TCGA 1 50 100 0.0 0.0025 75 4495 -25 1832.2703473593244 1832.073290647574 50 TCGA 1 50 100 0.0 0.0025 75 4495 -26 1831.4669183457931 1831.307155283252 50 TCGA 1 50 100 0.0 0.0025 75 4495 -27 1831.0114572096888 1830.3740970477386 50 TCGA 1 50 100 0.0 0.0025 75 4495 -28 1830.1646420171928 1830.5787555943782 50 TCGA 1 50 100 0.0 0.0025 75 4495 -29 1829.7455038638477 1831.583994803117 50 TCGA 1 50 100 0.0 0.0025 75 4495 -30 1829.4836353702674 1829.372253724678 50 TCGA 1 50 100 0.0 0.0025 75 4495 -31 1828.5773381853705 1830.7641343926664 50 TCGA 1 50 100 0.0 0.0025 75 4495 -32 1828.5055280451877 1830.4590604389134 50 TCGA 1 50 100 0.0 0.0025 75 4495 -33 1827.8868338440875 1828.516481945862 50 TCGA 1 50 100 0.0 0.0025 75 4495 -34 1827.7261895035936 1827.133630187068 50 TCGA 1 50 100 0.0 0.0025 75 4495 -35 1826.9832667067508 1830.6278266331658 50 TCGA 1 50 100 0.0 0.0025 75 4495 -36 1827.0048855648388 1828.8382138966315 50 TCGA 1 50 100 0.0 0.0025 75 4495 -37 1826.761894191159 1829.2918455804413 50 TCGA 1 50 100 0.0 0.0025 75 4495 -38 1826.3191402353125 1827.1271040259894 50 TCGA 1 50 100 0.0 0.0025 75 4495 -39 1825.9274089041267 1827.3839755417714 50 TCGA 1 50 100 0.0 0.0025 75 4495 -40 1825.7711219383093 1827.5184485660725 50 TCGA 1 50 100 0.0 0.0025 75 4495 -41 1825.8276831814987 1825.2292646091787 50 TCGA 1 50 100 0.0 0.0025 75 4495 -42 1824.9930701014691 1827.372458606509 50 TCGA 1 50 100 0.0 0.0025 75 4495 -43 1825.3488566920964 1826.3162989017353 50 TCGA 1 50 100 0.0 0.0025 75 4495 -44 1825.121784505281 1826.1713836516567 50 TCGA 1 50 100 0.0 0.0025 75 4495 -45 1825.184975478569 1824.4893387837626 50 TCGA 1 50 100 0.0 0.0025 75 4495 -46 1824.5148241102916 1824.5841463175252 50 TCGA 1 50 100 0.0 0.0025 75 4495 -47 1824.7157161596404 1825.0159415240264 50 TCGA 1 50 100 0.0 0.0025 75 4495 -48 1824.9952892631754 1824.1561309967808 50 TCGA 1 50 100 0.0 0.0025 75 4495 -49 1823.9978206654534 1824.837348976327 50 TCGA 1 50 100 0.0 0.0025 75 4495 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index 10a7bfcba..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.0025lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2277.5111708983286 2408.988694694174 50 TCGA 1 50 100 1.0 0.0025 75 168 -1 1945.4581601721645 1954.1627767744974 50 TCGA 1 50 100 1.0 0.0025 75 168 -2 1909.672643447537 1898.2339057347283 50 TCGA 1 50 100 1.0 0.0025 75 168 -3 1893.0231294560638 1882.8432451564463 50 TCGA 1 50 100 1.0 0.0025 75 168 -4 1881.2579615759337 1873.947613433378 50 TCGA 1 50 100 1.0 0.0025 75 168 -5 1874.1468097641207 1866.2406932121546 50 TCGA 1 50 100 1.0 0.0025 75 168 -6 1868.2056168067506 1861.3868849864557 50 TCGA 1 50 100 1.0 0.0025 75 168 -7 1863.1639398437935 1857.3275072874137 50 TCGA 1 50 100 1.0 0.0025 75 168 -8 1859.416600047351 1857.7116821902482 50 TCGA 1 50 100 1.0 0.0025 75 168 -9 1856.3436167704526 1852.6452041702653 50 TCGA 1 50 100 1.0 0.0025 75 168 -10 1852.7672529402607 1850.7943777726523 50 TCGA 1 50 100 1.0 0.0025 75 168 -11 1850.9128882459984 1848.565719834524 50 TCGA 1 50 100 1.0 0.0025 75 168 -12 1848.7393620607377 1845.0578815709407 50 TCGA 1 50 100 1.0 0.0025 75 168 -13 1846.4623395713502 1844.4334802675487 50 TCGA 1 50 100 1.0 0.0025 75 168 -14 1844.8195259442539 1841.2408379789572 50 TCGA 1 50 100 1.0 0.0025 75 168 -15 1843.2857051644557 1840.5438287629554 50 TCGA 1 50 100 1.0 0.0025 75 168 -16 1841.9493172891785 1837.8123257891018 50 TCGA 1 50 100 1.0 0.0025 75 168 -17 1840.6959490532827 1837.0313076613536 50 TCGA 1 50 100 1.0 0.0025 75 168 -18 1839.317783018909 1836.6830281779994 50 TCGA 1 50 100 1.0 0.0025 75 168 -19 1838.0125238908456 1836.2702906622958 50 TCGA 1 50 100 1.0 0.0025 75 168 -20 1837.5351307431772 1834.4726482755575 50 TCGA 1 50 100 1.0 0.0025 75 168 -21 1836.2758908966368 1832.7068766684988 50 TCGA 1 50 100 1.0 0.0025 75 168 -22 1835.4098503861342 1837.7244805570822 50 TCGA 1 50 100 1.0 0.0025 75 168 -23 1834.4071033885268 1830.5939855527638 50 TCGA 1 50 100 1.0 0.0025 75 168 -24 1833.3427566782095 1830.4460688452025 50 TCGA 1 50 100 1.0 0.0025 75 168 -25 1832.6371007936982 1830.7326899389525 50 TCGA 1 50 100 1.0 0.0025 75 168 -26 1832.0364406111783 1830.0030161795305 50 TCGA 1 50 100 1.0 0.0025 75 168 -27 1831.290771920389 1828.803247806415 50 TCGA 1 50 100 1.0 0.0025 75 168 -28 1830.728212554349 1827.9909950141332 50 TCGA 1 50 100 1.0 0.0025 75 168 -29 1830.0787831632297 1827.6599329656092 50 TCGA 1 50 100 1.0 0.0025 75 168 -30 1830.107474332942 1826.4205168910962 50 TCGA 1 50 100 1.0 0.0025 75 168 -31 1829.157077009676 1826.5994940522928 50 TCGA 1 50 100 1.0 0.0025 75 168 -32 1828.4811351157443 1828.4435986082758 50 TCGA 1 50 100 1.0 0.0025 75 168 -33 1828.1153625222585 1828.09604541261 50 TCGA 1 50 100 1.0 0.0025 75 168 -34 1827.958318268139 1824.7002081942917 50 TCGA 1 50 100 1.0 0.0025 75 168 -35 1827.461371838135 1825.3493425378847 50 TCGA 1 50 100 1.0 0.0025 75 168 -36 1827.6868465920486 1825.897147480567 50 TCGA 1 50 100 1.0 0.0025 75 168 -37 1827.0670534311255 1824.423136802175 50 TCGA 1 50 100 1.0 0.0025 75 168 -38 1826.5110655736812 1823.4435348127356 50 TCGA 1 50 100 1.0 0.0025 75 168 -39 1826.2436552868448 1825.1454023044912 50 TCGA 1 50 100 1.0 0.0025 75 168 -40 1826.323176090493 1824.5291557887092 50 TCGA 1 50 100 1.0 0.0025 75 168 -41 1825.6009429512658 1823.6889679108433 50 TCGA 1 50 100 1.0 0.0025 75 168 -42 1825.6283263921712 1825.7316176831423 50 TCGA 1 50 100 1.0 0.0025 75 168 -43 1825.476947200659 1824.8354915446373 50 TCGA 1 50 100 1.0 0.0025 75 168 -44 1825.6723554602477 1823.2114135128768 50 TCGA 1 50 100 1.0 0.0025 75 168 -45 1825.2371053200693 1825.880585176861 50 TCGA 1 50 100 1.0 0.0025 75 168 -46 1825.499631295607 1825.1782152952262 50 TCGA 1 50 100 1.0 0.0025 75 168 -47 1824.826542841216 1824.766517524144 50 TCGA 1 50 100 1.0 0.0025 75 168 -48 1824.8107631107248 1822.2739251678313 50 TCGA 1 50 100 1.0 0.0025 75 168 -49 1824.6667957631641 1823.4874678568624 50 TCGA 1 50 100 1.0 0.0025 75 168 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_100bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_100bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 30eade311..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_100bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2634.7149533802863 3189.577797434438 100 TCGA 1 100 100 0.5 0.002 75 288 -1 1995.9101773830566 2802.165002257381 100 TCGA 1 100 100 0.5 0.002 75 288 -2 1952.7407945031925 2071.388354124136 100 TCGA 1 100 100 0.5 0.002 75 288 -3 1928.1528514475012 1951.0526319340845 100 TCGA 1 100 100 0.5 0.002 75 288 -4 1915.4099178320596 1914.176503243758 100 TCGA 1 100 100 0.5 0.002 75 288 -5 1904.6594031992097 1898.794125044166 100 TCGA 1 100 100 0.5 0.002 75 288 -6 1896.238193488544 1897.93971321451 100 TCGA 1 100 100 0.5 0.002 75 288 -7 1889.722870101273 1885.648143672464 100 TCGA 1 100 100 0.5 0.002 75 288 -8 1883.909913758053 1880.6594710613615 100 TCGA 1 100 100 0.5 0.002 75 288 -9 1879.8965339307235 1879.53042863242 100 TCGA 1 100 100 0.5 0.002 75 288 -10 1876.2976415808519 1871.0955135786353 100 TCGA 1 100 100 0.5 0.002 75 288 -11 1872.4406917592034 1870.4294409057004 100 TCGA 1 100 100 0.5 0.002 75 288 -12 1869.6621548975934 1870.3657220428313 100 TCGA 1 100 100 0.5 0.002 75 288 -13 1866.8078928982684 1861.8147696490264 100 TCGA 1 100 100 0.5 0.002 75 288 -14 1864.3792273607328 1862.8780394894393 100 TCGA 1 100 100 0.5 0.002 75 288 -15 1861.425660746613 1858.5554156279445 100 TCGA 1 100 100 0.5 0.002 75 288 -16 1859.153727645014 1858.7935680600267 100 TCGA 1 100 100 0.5 0.002 75 288 -17 1857.3350534678596 1853.506894825691 100 TCGA 1 100 100 0.5 0.002 75 288 -18 1855.2888154571565 1853.860900572197 100 TCGA 1 100 100 0.5 0.002 75 288 -19 1853.7835180361578 1853.4955588489322 100 TCGA 1 100 100 0.5 0.002 75 288 -20 1852.1291799578287 1851.5080020463647 100 TCGA 1 100 100 0.5 0.002 75 288 -21 1850.9189523977286 1849.680717429923 100 TCGA 1 100 100 0.5 0.002 75 288 -22 1849.365361731983 1847.980017887288 100 TCGA 1 100 100 0.5 0.002 75 288 -23 1847.86990389487 1852.812704881831 100 TCGA 1 100 100 0.5 0.002 75 288 -24 1846.7422743213006 1846.3474390997958 100 TCGA 1 100 100 0.5 0.002 75 288 -25 1845.5680767970102 1844.6683435487987 100 TCGA 1 100 100 0.5 0.002 75 288 -26 1844.4294690297031 1845.719086766842 100 TCGA 1 100 100 0.5 0.002 75 288 -27 1843.4065524030043 1842.5758798877198 100 TCGA 1 100 100 0.5 0.002 75 288 -28 1842.9884046419802 1840.7429186950376 100 TCGA 1 100 100 0.5 0.002 75 288 -29 1841.1760452565159 1839.8111535460505 100 TCGA 1 100 100 0.5 0.002 75 288 -30 1840.6268145270294 1838.554677071883 100 TCGA 1 100 100 0.5 0.002 75 288 -31 1839.5950079823274 1838.049997300958 100 TCGA 1 100 100 0.5 0.002 75 288 -32 1838.7798525612993 1838.9390961153424 100 TCGA 1 100 100 0.5 0.002 75 288 -33 1838.340544424601 1840.9397242560458 100 TCGA 1 100 100 0.5 0.002 75 288 -34 1837.3211298083631 1835.2873326593908 100 TCGA 1 100 100 0.5 0.002 75 288 -35 1836.3408290191558 1834.876340319763 100 TCGA 1 100 100 0.5 0.002 75 288 -36 1835.8291951283932 1834.0142963351916 100 TCGA 1 100 100 0.5 0.002 75 288 -37 1835.0178507972953 1833.398337512759 100 TCGA 1 100 100 0.5 0.002 75 288 -38 1834.521576264964 1833.0669135472283 100 TCGA 1 100 100 0.5 0.002 75 288 -39 1833.7371338244886 1831.5103729094692 100 TCGA 1 100 100 0.5 0.002 75 288 -40 1833.0665430494125 1834.019928745289 100 TCGA 1 100 100 0.5 0.002 75 288 -41 1832.6621041564567 1830.777484222872 100 TCGA 1 100 100 0.5 0.002 75 288 -42 1831.6633530914924 1829.7775946382303 100 TCGA 1 100 100 0.5 0.002 75 288 -43 1830.9646687584805 1831.1135480871153 100 TCGA 1 100 100 0.5 0.002 75 288 -44 1830.7286460068306 1829.14077099364 100 TCGA 1 100 100 0.5 0.002 75 288 -45 1830.1710892345293 1829.0577521396042 100 TCGA 1 100 100 0.5 0.002 75 288 -46 1829.738525363374 1828.8570489164572 100 TCGA 1 100 100 0.5 0.002 75 288 -47 1829.5605083831333 1827.7412710525282 100 TCGA 1 100 100 0.5 0.002 75 288 -48 1829.0333942762907 1827.124153482255 100 TCGA 1 100 100 0.5 0.002 75 288 -49 1828.241891432825 1829.3631591796875 100 TCGA 1 100 100 0.5 0.002 75 288 -50 1827.6146447613564 1826.2837527481156 100 TCGA 1 100 100 0.5 0.002 75 288 -51 1827.3894631315227 1829.8492450043184 100 TCGA 1 100 100 0.5 0.002 75 288 -52 1827.1928505874635 1825.3948195567682 100 TCGA 1 100 100 0.5 0.002 75 288 -53 1826.4891009019386 1825.588229232098 100 TCGA 1 100 100 0.5 0.002 75 288 -54 1826.3792442426522 1825.8897674407192 100 TCGA 1 100 100 0.5 0.002 75 288 -55 1825.8707205628375 1825.33263362712 100 TCGA 1 100 100 0.5 0.002 75 288 -56 1825.3952545155796 1824.656702702968 100 TCGA 1 100 100 0.5 0.002 75 288 -57 1825.3587655204656 1823.6421493453597 100 TCGA 1 100 100 0.5 0.002 75 288 -58 1824.973705258962 1826.0635636679492 100 TCGA 1 100 100 0.5 0.002 75 288 -59 1824.4988410473668 1824.2073171030936 100 TCGA 1 100 100 0.5 0.002 75 288 -60 1824.2040167168882 1822.9200095938677 100 TCGA 1 100 100 0.5 0.002 75 288 -61 1823.6855047178901 1822.1740992560458 100 TCGA 1 100 100 0.5 0.002 75 288 -62 1823.8527475726007 1822.0291692839196 100 TCGA 1 100 100 0.5 0.002 75 288 -63 1823.0419507661638 1822.5756713253768 100 TCGA 1 100 100 0.5 0.002 75 288 -64 1823.2297468197135 1821.351741004829 100 TCGA 1 100 100 0.5 0.002 75 288 -65 1822.6237989992605 1822.195348078282 100 TCGA 1 100 100 0.5 0.002 75 288 -66 1822.362428474618 1822.5746597980135 100 TCGA 1 100 100 0.5 0.002 75 288 -67 1822.4337330156172 1824.5233933338568 100 TCGA 1 100 100 0.5 0.002 75 288 -68 1822.2776536878723 1821.57414575318 100 TCGA 1 100 100 0.5 0.002 75 288 -69 1822.1113202358706 1821.8116381467887 100 TCGA 1 100 100 0.5 0.002 75 288 -70 1821.5825261804646 1820.6031144491992 100 TCGA 1 100 100 0.5 0.002 75 288 -71 1821.3965984199285 1821.2095757105842 100 TCGA 1 100 100 0.5 0.002 75 288 -72 1821.4059020880277 1820.0765951338724 100 TCGA 1 100 100 0.5 0.002 75 288 -73 1821.207753657177 1822.18946232628 100 TCGA 1 100 100 0.5 0.002 75 288 -74 1821.1511348737565 1819.9507289867306 100 TCGA 1 100 100 0.5 0.002 75 288 -75 1820.7713092608515 1821.5191435694096 100 TCGA 1 100 100 0.5 0.002 75 288 -76 1820.314459201946 1821.373103922935 100 TCGA 1 100 100 0.5 0.002 75 288 -77 1820.4323233685225 1820.086374254083 100 TCGA 1 100 100 0.5 0.002 75 288 -78 1820.1892195440905 1818.9926451103172 100 TCGA 1 100 100 0.5 0.002 75 288 -79 1820.013663413602 1818.5259653982805 100 TCGA 1 100 100 0.5 0.002 75 288 -80 1819.804982231882 1818.4893424642744 100 TCGA 1 100 100 0.5 0.002 75 288 -81 1819.8157206315097 1818.4115572982098 100 TCGA 1 100 100 0.5 0.002 75 288 -82 1819.348565843465 1818.5551463371546 100 TCGA 1 100 100 0.5 0.002 75 288 -83 1819.3266736863113 1817.7785957374765 100 TCGA 1 100 100 0.5 0.002 75 288 -84 1819.2033606383507 1819.3735658271828 100 TCGA 1 100 100 0.5 0.002 75 288 -85 1819.079224641095 1817.8267877473304 100 TCGA 1 100 100 0.5 0.002 75 288 -86 1819.1869993332255 1818.236821927018 100 TCGA 1 100 100 0.5 0.002 75 288 -87 1818.805702758748 1818.1181278707993 100 TCGA 1 100 100 0.5 0.002 75 288 -88 1818.7473531084968 1818.0436398300094 100 TCGA 1 100 100 0.5 0.002 75 288 -89 1818.3035338476627 1818.6223254946608 100 TCGA 1 100 100 0.5 0.002 75 288 -90 1818.382256200556 1817.06084806356 100 TCGA 1 100 100 0.5 0.002 75 288 -91 1817.965426959687 1817.6789256340296 100 TCGA 1 100 100 0.5 0.002 75 288 -92 1818.0056872993246 1817.3605662590296 100 TCGA 1 100 100 0.5 0.002 75 288 -93 1817.938181081219 1816.6036800211998 100 TCGA 1 100 100 0.5 0.002 75 288 -94 1818.6154439615104 1818.5040528570587 100 TCGA 1 100 100 0.5 0.002 75 288 -95 1818.0302172189365 1817.6598342052057 100 TCGA 1 100 100 0.5 0.002 75 288 -96 1818.2612331529615 1818.168916481823 100 TCGA 1 100 100 0.5 0.002 75 288 -97 1817.895929070213 1816.5027076299466 100 TCGA 1 100 100 0.5 0.002 75 288 -98 1817.5065382352723 1816.4583635953204 100 TCGA 1 100 100 0.5 0.002 75 288 -99 1817.4952756377359 1816.6308514005575 100 TCGA 1 100 100 0.5 0.002 75 288 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_100bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_100bs_100e_0k_TCGA.tsv deleted file mode 100644 index f39a9856c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_100bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2622.3881653901626 3418.2495104919126 100 TCGA 1 100 100 0.0 0.002 75 7467 -1 1998.5237224351908 2328.938449572079 100 TCGA 1 100 100 0.0 0.002 75 7467 -2 1952.9242440006644 2119.4060598402166 100 TCGA 1 100 100 0.0 0.002 75 7467 -3 1931.6386654710434 1980.915285043381 100 TCGA 1 100 100 0.0 0.002 75 7467 -4 1915.922742872369 1910.6180708228644 100 TCGA 1 100 100 0.0 0.002 75 7467 -5 1904.6387779762974 1902.5001423131282 100 TCGA 1 100 100 0.0 0.002 75 7467 -6 1897.5836531678167 1901.0661823521907 100 TCGA 1 100 100 0.0 0.002 75 7467 -7 1890.8473404804395 1888.727236033684 100 TCGA 1 100 100 0.0 0.002 75 7467 -8 1883.781744508076 1880.064273393334 100 TCGA 1 100 100 0.0 0.002 75 7467 -9 1879.9809092468336 1889.6290448826162 100 TCGA 1 100 100 0.0 0.002 75 7467 -10 1875.2580967947952 1876.130187681572 100 TCGA 1 100 100 0.0 0.002 75 7467 -11 1871.7125854151552 1870.6467984453518 100 TCGA 1 100 100 0.0 0.002 75 7467 -12 1868.633706342457 1868.2529020836605 100 TCGA 1 100 100 0.0 0.002 75 7467 -13 1866.035252391101 1864.2461514113536 100 TCGA 1 100 100 0.0 0.002 75 7467 -14 1863.9178971619408 1861.5433380280308 100 TCGA 1 100 100 0.0 0.002 75 7467 -15 1862.0327230462647 1860.15433797405 100 TCGA 1 100 100 0.0 0.002 75 7467 -16 1858.8955022396951 1855.6990500598697 100 TCGA 1 100 100 0.0 0.002 75 7467 -17 1856.805900859013 1857.3074055580637 100 TCGA 1 100 100 0.0 0.002 75 7467 -18 1855.6562887916264 1857.303433058849 100 TCGA 1 100 100 0.0 0.002 75 7467 -19 1853.7246434658496 1852.2335646739557 100 TCGA 1 100 100 0.0 0.002 75 7467 -20 1852.5784844254686 1851.2229819753063 100 TCGA 1 100 100 0.0 0.002 75 7467 -21 1850.7700818131339 1850.8907611789416 100 TCGA 1 100 100 0.0 0.002 75 7467 -22 1848.8966375658163 1847.537649183417 100 TCGA 1 100 100 0.0 0.002 75 7467 -23 1847.771276314539 1846.20030940837 100 TCGA 1 100 100 0.0 0.002 75 7467 -24 1846.7418178554517 1846.9836198816347 100 TCGA 1 100 100 0.0 0.002 75 7467 -25 1845.551549574908 1844.2445847401068 100 TCGA 1 100 100 0.0 0.002 75 7467 -26 1844.7729019929766 1843.8703232961684 100 TCGA 1 100 100 0.0 0.002 75 7467 -27 1843.278054534677 1843.98024975954 100 TCGA 1 100 100 0.0 0.002 75 7467 -28 1842.0694279500929 1841.0998062823885 100 TCGA 1 100 100 0.0 0.002 75 7467 -29 1841.1311308210059 1842.4739444291772 100 TCGA 1 100 100 0.0 0.002 75 7467 -30 1840.1623924435057 1838.7758549829225 100 TCGA 1 100 100 0.0 0.002 75 7467 -31 1839.3056742815795 1839.7060614351053 100 TCGA 1 100 100 0.0 0.002 75 7467 -32 1838.2677981622226 1837.947240474835 100 TCGA 1 100 100 0.0 0.002 75 7467 -33 1837.5301869704608 1837.4235563805355 100 TCGA 1 100 100 0.0 0.002 75 7467 -34 1836.70582496259 1835.920053760011 100 TCGA 1 100 100 0.0 0.002 75 7467 -35 1835.8934545813959 1835.6693237918107 100 TCGA 1 100 100 0.0 0.002 75 7467 -36 1835.6786502497926 1834.4684616932318 100 TCGA 1 100 100 0.0 0.002 75 7467 -37 1834.6340679479956 1836.4466246025047 100 TCGA 1 100 100 0.0 0.002 75 7467 -38 1834.2445892562212 1833.8800331000707 100 TCGA 1 100 100 0.0 0.002 75 7467 -39 1833.5865127796812 1832.8570986033685 100 TCGA 1 100 100 0.0 0.002 75 7467 -40 1832.7668854349065 1832.2882662825848 100 TCGA 1 100 100 0.0 0.002 75 7467 -41 1832.0900848385265 1832.5752020601053 100 TCGA 1 100 100 0.0 0.002 75 7467 -42 1832.084459112563 1835.9524606675957 100 TCGA 1 100 100 0.0 0.002 75 7467 -43 1831.0969386934794 1830.755030646396 100 TCGA 1 100 100 0.0 0.002 75 7467 -44 1830.5813166501998 1830.3809059948178 100 TCGA 1 100 100 0.0 0.002 75 7467 -45 1830.080655939013 1831.1996996702262 100 TCGA 1 100 100 0.0 0.002 75 7467 -46 1829.5704793843831 1832.4416798347204 100 TCGA 1 100 100 0.0 0.002 75 7467 -47 1828.7736472363902 1829.1819001010913 100 TCGA 1 100 100 0.0 0.002 75 7467 -48 1828.6172931925341 1828.349889093907 100 TCGA 1 100 100 0.0 0.002 75 7467 -49 1828.3074286114172 1832.2588160529208 100 TCGA 1 100 100 0.0 0.002 75 7467 -50 1827.9338747338134 1827.98325244386 100 TCGA 1 100 100 0.0 0.002 75 7467 -51 1827.1226235870963 1827.2423347204774 100 TCGA 1 100 100 0.0 0.002 75 7467 -52 1826.69815739639 1826.5853768353486 100 TCGA 1 100 100 0.0 0.002 75 7467 -53 1826.8358599985002 1827.4954680629712 100 TCGA 1 100 100 0.0 0.002 75 7467 -54 1826.2558547150998 1827.1562720830716 100 TCGA 1 100 100 0.0 0.002 75 7467 -55 1825.9456913008437 1826.2693791221734 100 TCGA 1 100 100 0.0 0.002 75 7467 -56 1825.5885251889686 1825.7167306257852 100 TCGA 1 100 100 0.0 0.002 75 7467 -57 1824.8528029872632 1824.6997413826948 100 TCGA 1 100 100 0.0 0.002 75 7467 -58 1824.7274869043176 1825.062457060694 100 TCGA 1 100 100 0.0 0.002 75 7467 -59 1824.5759521920388 1824.2307227053234 100 TCGA 1 100 100 0.0 0.002 75 7467 -60 1823.86407831096 1825.7703072245995 100 TCGA 1 100 100 0.0 0.002 75 7467 -61 1823.7624329546625 1823.4449530366678 100 TCGA 1 100 100 0.0 0.002 75 7467 -62 1823.3745701037583 1823.33972045285 100 TCGA 1 100 100 0.0 0.002 75 7467 -63 1823.2234821560155 1822.780956172464 100 TCGA 1 100 100 0.0 0.002 75 7467 -64 1822.9673235254877 1823.1626044038553 100 TCGA 1 100 100 0.0 0.002 75 7467 -65 1822.6129520730071 1823.3246947628768 100 TCGA 1 100 100 0.0 0.002 75 7467 -66 1822.7132485925465 1822.869272510011 100 TCGA 1 100 100 0.0 0.002 75 7467 -67 1822.5611229040803 1822.3012879338096 100 TCGA 1 100 100 0.0 0.002 75 7467 -68 1821.8181027943488 1822.0883813599246 100 TCGA 1 100 100 0.0 0.002 75 7467 -69 1821.7817809152502 1821.9389918341708 100 TCGA 1 100 100 0.0 0.002 75 7467 -70 1821.2753877772832 1821.1303275410255 100 TCGA 1 100 100 0.0 0.002 75 7467 -71 1821.185486541554 1822.7466519609768 100 TCGA 1 100 100 0.0 0.002 75 7467 -72 1821.1629833788168 1820.755467400479 100 TCGA 1 100 100 0.0 0.002 75 7467 -73 1820.8251058887406 1821.315675668381 100 TCGA 1 100 100 0.0 0.002 75 7467 -74 1821.3191442275663 1822.0850087841552 100 TCGA 1 100 100 0.0 0.002 75 7467 -75 1820.7724787732004 1821.1955541869504 100 TCGA 1 100 100 0.0 0.002 75 7467 -76 1820.7533731138033 1821.63337377807 100 TCGA 1 100 100 0.0 0.002 75 7467 -77 1820.4516220458956 1820.8026018765704 100 TCGA 1 100 100 0.0 0.002 75 7467 -78 1820.099138425309 1820.8396069703988 100 TCGA 1 100 100 0.0 0.002 75 7467 -79 1820.0752062946042 1819.9334802675487 100 TCGA 1 100 100 0.0 0.002 75 7467 -80 1819.805324407544 1820.714763392156 100 TCGA 1 100 100 0.0 0.002 75 7467 -81 1819.6531628160449 1819.3558337341 100 TCGA 1 100 100 0.0 0.002 75 7467 -82 1819.1146092807119 1819.739141876374 100 TCGA 1 100 100 0.0 0.002 75 7467 -83 1819.2953367015057 1819.453989306886 100 TCGA 1 100 100 0.0 0.002 75 7467 -84 1819.4553528138604 1818.897202688246 100 TCGA 1 100 100 0.0 0.002 75 7467 -85 1819.2322447987883 1819.5381301036432 100 TCGA 1 100 100 0.0 0.002 75 7467 -86 1819.157582554358 1821.2220268824592 100 TCGA 1 100 100 0.0 0.002 75 7467 -87 1818.9345909822916 1818.609824022456 100 TCGA 1 100 100 0.0 0.002 75 7467 -88 1818.7621968257959 1819.4627894109217 100 TCGA 1 100 100 0.0 0.002 75 7467 -89 1818.6410731543306 1819.7218600325848 100 TCGA 1 100 100 0.0 0.002 75 7467 -90 1818.6237460235518 1818.78807673622 100 TCGA 1 100 100 0.0 0.002 75 7467 -91 1818.249116226743 1819.584041422935 100 TCGA 1 100 100 0.0 0.002 75 7467 -92 1818.5111616194042 1818.6345116696766 100 TCGA 1 100 100 0.0 0.002 75 7467 -93 1818.2549393308232 1818.2048364380496 100 TCGA 1 100 100 0.0 0.002 75 7467 -94 1818.1760379532802 1818.9344053028815 100 TCGA 1 100 100 0.0 0.002 75 7467 -95 1818.1901429673765 1818.6582552655857 100 TCGA 1 100 100 0.0 0.002 75 7467 -96 1818.1108810879555 1818.188492511385 100 TCGA 1 100 100 0.0 0.002 75 7467 -97 1817.903614703746 1818.2509507989164 100 TCGA 1 100 100 0.0 0.002 75 7467 -98 1817.5353713003117 1818.11519327595 100 TCGA 1 100 100 0.0 0.002 75 7467 -99 1817.7381312475366 1818.3583358687972 100 TCGA 1 100 100 0.0 0.002 75 7467 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_100bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_100bs_100e_1k_TCGA.tsv deleted file mode 100644 index 84a78a03a..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_100bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2630.767334038877 3797.477487535333 100 TCGA 1 100 100 1.0 0.002 75 194 -1 1996.638258492791 2386.139989498273 100 TCGA 1 100 100 1.0 0.002 75 194 -2 1952.5714065819157 2035.2075686047424 100 TCGA 1 100 100 1.0 0.002 75 194 -3 1931.382495790284 1982.3200064040907 100 TCGA 1 100 100 1.0 0.002 75 194 -4 1915.5735633799854 1913.0127321176194 100 TCGA 1 100 100 1.0 0.002 75 194 -5 1903.6559202371132 1896.0270364272535 100 TCGA 1 100 100 1.0 0.002 75 194 -6 1896.8587251482884 1894.2165674564228 100 TCGA 1 100 100 1.0 0.002 75 194 -7 1889.4603877952686 1887.012222980135 100 TCGA 1 100 100 1.0 0.002 75 194 -8 1883.996545664952 1885.287280518805 100 TCGA 1 100 100 1.0 0.002 75 194 -9 1879.7930991863323 1881.7576211133794 100 TCGA 1 100 100 1.0 0.002 75 194 -10 1875.8709408861941 1874.4450812411667 100 TCGA 1 100 100 1.0 0.002 75 194 -11 1872.6839743221508 1871.049934732255 100 TCGA 1 100 100 1.0 0.002 75 194 -12 1869.347518197047 1868.0324897191033 100 TCGA 1 100 100 1.0 0.002 75 194 -13 1866.6042304836835 1867.8087642803864 100 TCGA 1 100 100 1.0 0.002 75 194 -14 1864.0983042486519 1861.8040863497174 100 TCGA 1 100 100 1.0 0.002 75 194 -15 1861.4389957326214 1862.5800824189305 100 TCGA 1 100 100 1.0 0.002 75 194 -16 1859.5309055897658 1862.03090771239 100 TCGA 1 100 100 1.0 0.002 75 194 -17 1857.0034352594328 1856.6596029463724 100 TCGA 1 100 100 1.0 0.002 75 194 -18 1855.3998516979914 1853.858143868758 100 TCGA 1 100 100 1.0 0.002 75 194 -19 1853.2847839212402 1855.8571752807004 100 TCGA 1 100 100 1.0 0.002 75 194 -20 1851.9552147064055 1851.6054981940954 100 TCGA 1 100 100 1.0 0.002 75 194 -21 1850.7861125787224 1849.0895542163944 100 TCGA 1 100 100 1.0 0.002 75 194 -22 1849.5312567173416 1847.133594608786 100 TCGA 1 100 100 1.0 0.002 75 194 -23 1847.8230644027653 1847.308734222872 100 TCGA 1 100 100 1.0 0.002 75 194 -24 1846.7590558213547 1846.4886597293107 100 TCGA 1 100 100 1.0 0.002 75 194 -25 1845.380480587782 1845.0786304569724 100 TCGA 1 100 100 1.0 0.002 75 194 -26 1844.1537476607846 1844.0279166830244 100 TCGA 1 100 100 1.0 0.002 75 194 -27 1843.2239958214593 1844.8304921825927 100 TCGA 1 100 100 1.0 0.002 75 194 -28 1842.0231030908383 1842.66973478231 100 TCGA 1 100 100 1.0 0.002 75 194 -29 1841.5101805468837 1844.2895998547424 100 TCGA 1 100 100 1.0 0.002 75 194 -30 1840.3941521493966 1839.7643147377512 100 TCGA 1 100 100 1.0 0.002 75 194 -31 1839.375280602301 1838.343235341748 100 TCGA 1 100 100 1.0 0.002 75 194 -32 1838.5330296731552 1837.8797300712547 100 TCGA 1 100 100 1.0 0.002 75 194 -33 1837.5450328133284 1838.517150572197 100 TCGA 1 100 100 1.0 0.002 75 194 -34 1837.1223617197747 1836.741683269865 100 TCGA 1 100 100 1.0 0.002 75 194 -35 1836.0967591919396 1836.8990785224953 100 TCGA 1 100 100 1.0 0.002 75 194 -36 1835.62020771492 1840.6472713911353 100 TCGA 1 100 100 1.0 0.002 75 194 -37 1834.747026411334 1835.2920842002984 100 TCGA 1 100 100 1.0 0.002 75 194 -38 1834.1091025729627 1836.424560546875 100 TCGA 1 100 100 1.0 0.002 75 194 -39 1833.4417055191532 1834.1721430639525 100 TCGA 1 100 100 1.0 0.002 75 194 -40 1833.2074781235394 1833.721877821726 100 TCGA 1 100 100 1.0 0.002 75 194 -41 1832.0600059723026 1832.694503400793 100 TCGA 1 100 100 1.0 0.002 75 194 -42 1831.6239578582597 1831.660329234061 100 TCGA 1 100 100 1.0 0.002 75 194 -43 1831.102690073246 1830.6253754122174 100 TCGA 1 100 100 1.0 0.002 75 194 -44 1830.2905244687822 1829.7836944733433 100 TCGA 1 100 100 1.0 0.002 75 194 -45 1829.5917450029517 1830.9138545510757 100 TCGA 1 100 100 1.0 0.002 75 194 -46 1829.6296281121595 1829.7362078949434 100 TCGA 1 100 100 1.0 0.002 75 194 -47 1829.0720612025311 1829.4070633931376 100 TCGA 1 100 100 1.0 0.002 75 194 -48 1828.5493633322637 1827.8161179432318 100 TCGA 1 100 100 1.0 0.002 75 194 -49 1828.0915881741432 1828.9385544666693 100 TCGA 1 100 100 1.0 0.002 75 194 -50 1827.4231553007974 1827.3761145816975 100 TCGA 1 100 100 1.0 0.002 75 194 -51 1826.817383371143 1826.7364434477072 100 TCGA 1 100 100 1.0 0.002 75 194 -52 1826.7052284408485 1826.5030174063677 100 TCGA 1 100 100 1.0 0.002 75 194 -53 1826.3219354806008 1826.2741134873586 100 TCGA 1 100 100 1.0 0.002 75 194 -54 1826.0111388921712 1827.4223405847597 100 TCGA 1 100 100 1.0 0.002 75 194 -55 1825.6565570901555 1826.3073687529445 100 TCGA 1 100 100 1.0 0.002 75 194 -56 1825.3636137652256 1826.4630801713647 100 TCGA 1 100 100 1.0 0.002 75 194 -57 1824.9697825630562 1825.4234981057632 100 TCGA 1 100 100 1.0 0.002 75 194 -58 1824.7861629383467 1825.388506251963 100 TCGA 1 100 100 1.0 0.002 75 194 -59 1824.3903104022274 1824.486686361495 100 TCGA 1 100 100 1.0 0.002 75 194 -60 1823.9902340752403 1824.2504048563128 100 TCGA 1 100 100 1.0 0.002 75 194 -61 1823.5203119195562 1823.7466544146514 100 TCGA 1 100 100 1.0 0.002 75 194 -62 1823.4125922469505 1823.5852467905936 100 TCGA 1 100 100 1.0 0.002 75 194 -63 1823.0511244475701 1823.7258987810144 100 TCGA 1 100 100 1.0 0.002 75 194 -64 1822.9163264349004 1824.3800496623744 100 TCGA 1 100 100 1.0 0.002 75 194 -65 1822.6557197660218 1823.3497228574513 100 TCGA 1 100 100 1.0 0.002 75 194 -66 1822.2887006219523 1823.9810128523477 100 TCGA 1 100 100 1.0 0.002 75 194 -67 1821.8913236035341 1822.5319946902482 100 TCGA 1 100 100 1.0 0.002 75 194 -68 1821.8484640478064 1821.9703123773163 100 TCGA 1 100 100 1.0 0.002 75 194 -69 1822.022213881031 1822.448970928863 100 TCGA 1 100 100 1.0 0.002 75 194 -70 1821.5767332022313 1821.6943561803157 100 TCGA 1 100 100 1.0 0.002 75 194 -71 1821.5095484082435 1820.857167306258 100 TCGA 1 100 100 1.0 0.002 75 194 -72 1821.001316122078 1822.3015406622958 100 TCGA 1 100 100 1.0 0.002 75 194 -73 1820.7993658393445 1820.6859161530308 100 TCGA 1 100 100 1.0 0.002 75 194 -74 1820.8846186610094 1822.0703511453753 100 TCGA 1 100 100 1.0 0.002 75 194 -75 1820.3918539328904 1821.777903187814 100 TCGA 1 100 100 1.0 0.002 75 194 -76 1820.0953204000298 1821.3926916074513 100 TCGA 1 100 100 1.0 0.002 75 194 -77 1820.174865484211 1820.3446830097755 100 TCGA 1 100 100 1.0 0.002 75 194 -78 1819.9943647226034 1820.6986286412532 100 TCGA 1 100 100 1.0 0.002 75 194 -79 1819.6626022343976 1820.1117440228486 100 TCGA 1 100 100 1.0 0.002 75 194 -80 1819.8510135310426 1819.4307652765783 100 TCGA 1 100 100 1.0 0.002 75 194 -81 1819.4124210024268 1819.59548413454 100 TCGA 1 100 100 1.0 0.002 75 194 -82 1819.7095519154316 1819.9384133803785 100 TCGA 1 100 100 1.0 0.002 75 194 -83 1819.090198937957 1819.178883921561 100 TCGA 1 100 100 1.0 0.002 75 194 -84 1819.3054074954741 1820.437907923406 100 TCGA 1 100 100 1.0 0.002 75 194 -85 1819.2162445814351 1823.156803917046 100 TCGA 1 100 100 1.0 0.002 75 194 -86 1818.7121225726007 1820.1265169843357 100 TCGA 1 100 100 1.0 0.002 75 194 -87 1818.9665794674872 1818.3991153276147 100 TCGA 1 100 100 1.0 0.002 75 194 -88 1818.8715129638972 1819.709053691308 100 TCGA 1 100 100 1.0 0.002 75 194 -89 1818.6048092923536 1818.513737510796 100 TCGA 1 100 100 1.0 0.002 75 194 -90 1818.3585455922466 1820.137844986652 100 TCGA 1 100 100 1.0 0.002 75 194 -91 1818.253804658723 1817.9179693634187 100 TCGA 1 100 100 1.0 0.002 75 194 -92 1818.0291262027447 1818.7716389565012 100 TCGA 1 100 100 1.0 0.002 75 194 -93 1817.9149914824652 1818.9901264133166 100 TCGA 1 100 100 1.0 0.002 75 194 -94 1818.004158852023 1817.815700205127 100 TCGA 1 100 100 1.0 0.002 75 194 -95 1817.7824613969499 1819.209882419912 100 TCGA 1 100 100 1.0 0.002 75 194 -96 1817.8134192539014 1818.402151136542 100 TCGA 1 100 100 1.0 0.002 75 194 -97 1818.0782329134809 1818.1430510707837 100 TCGA 1 100 100 1.0 0.002 75 194 -98 1817.4692001300193 1817.764480974207 100 TCGA 1 100 100 1.0 0.002 75 194 -99 1817.6389042704961 1817.630381521867 100 TCGA 1 100 100 1.0 0.002 75 194 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_100bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_100bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index c91cebe1c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_100bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2638.4831439960426 3060.2344044440956 100 TCGA 1 50 100 0.5 0.002 75 1744 -1 1997.4817632893817 2468.9055433417084 100 TCGA 1 50 100 0.5 0.002 75 1744 -2 1956.3713634110732 1995.9353432200062 100 TCGA 1 50 100 0.5 0.002 75 1744 -3 1931.4342127809675 1923.7251804677685 100 TCGA 1 50 100 0.5 0.002 75 1744 -4 1916.612807602472 1904.4493954145728 100 TCGA 1 50 100 0.5 0.002 75 1744 -5 1906.4032568315774 1907.4097434192447 100 TCGA 1 50 100 0.5 0.002 75 1744 -6 1895.817810610424 1901.2397546816112 100 TCGA 1 50 100 0.5 0.002 75 1744 -7 1890.8673973590192 1897.8517360974795 100 TCGA 1 50 100 0.5 0.002 75 1744 -8 1884.824530200296 1882.6827269894393 100 TCGA 1 50 100 0.5 0.002 75 1744 -9 1879.7862169359635 1878.7895931071373 100 TCGA 1 50 100 0.5 0.002 75 1744 -10 1876.3375395383002 1873.5869024075455 100 TCGA 1 50 100 0.5 0.002 75 1744 -11 1871.9950281725037 1871.6647801998272 100 TCGA 1 50 100 0.5 0.002 75 1744 -12 1868.844170194929 1869.1580828949434 100 TCGA 1 50 100 0.5 0.002 75 1744 -13 1866.267233755642 1866.9623502031643 100 TCGA 1 50 100 0.5 0.002 75 1744 -14 1863.4819349971704 1866.8554067947157 100 TCGA 1 50 100 0.5 0.002 75 1744 -15 1861.2284838641006 1862.246751334799 100 TCGA 1 50 100 0.5 0.002 75 1744 -16 1859.6625276078655 1858.6448330519786 100 TCGA 1 50 100 0.5 0.002 75 1744 -17 1857.0208157474328 1855.1361427498823 100 TCGA 1 50 100 0.5 0.002 75 1744 -18 1856.037990641176 1854.641824233472 100 TCGA 1 50 100 0.5 0.002 75 1744 -19 1854.0864973284329 1860.218040888034 100 TCGA 1 50 100 0.5 0.002 75 1744 -20 1852.2149182675287 1852.0789187637406 100 TCGA 1 50 100 0.5 0.002 75 1744 -21 1850.5301821879316 1850.358833351327 100 TCGA 1 50 100 0.5 0.002 75 1744 -22 1849.4178084875805 1850.3161823521907 100 TCGA 1 50 100 0.5 0.002 75 1744 -23 1847.6735939718221 1850.1083714470792 100 TCGA 1 50 100 0.5 0.002 75 1744 -24 1846.8597116709846 1847.2685878121074 100 TCGA 1 50 100 0.5 0.002 75 1744 -25 1845.2281131976442 1845.2782270728644 100 TCGA 1 50 100 0.5 0.002 75 1744 -26 1844.4644345644263 1845.4107874577967 100 TCGA 1 50 100 0.5 0.002 75 1744 -27 1843.4164504127746 1844.376317009854 100 TCGA 1 50 100 0.5 0.002 75 1744 -28 1842.4280885819253 1842.274706663199 100 TCGA 1 50 100 0.5 0.002 75 1744 -29 1841.4248671737655 1840.36978410117 100 TCGA 1 50 100 0.5 0.002 75 1744 -30 1840.3016495175068 1841.4204303990657 100 TCGA 1 50 100 0.5 0.002 75 1744 -31 1839.3562446915287 1840.7351791918577 100 TCGA 1 50 100 0.5 0.002 75 1744 -32 1838.7538948591325 1839.94216382204 100 TCGA 1 50 100 0.5 0.002 75 1744 -33 1837.7597548472775 1837.411168390782 100 TCGA 1 50 100 0.5 0.002 75 1744 -34 1836.7246889066903 1837.505410352544 100 TCGA 1 50 100 0.5 0.002 75 1744 -35 1836.5085196875611 1836.158914077222 100 TCGA 1 50 100 0.5 0.002 75 1744 -36 1835.3570969355187 1836.3541523535646 100 TCGA 1 50 100 0.5 0.002 75 1744 -37 1834.7494282493076 1837.1052632547503 100 TCGA 1 50 100 0.5 0.002 75 1744 -38 1834.1155826003574 1834.5074806405073 100 TCGA 1 50 100 0.5 0.002 75 1744 -39 1833.3068812775125 1833.801212483315 100 TCGA 1 50 100 0.5 0.002 75 1744 -40 1832.7496658769726 1833.385282736927 100 TCGA 1 50 100 0.5 0.002 75 1744 -41 1832.1812989398536 1834.8120203066112 100 TCGA 1 50 100 0.5 0.002 75 1744 -42 1831.9143642353579 1833.8581285332914 100 TCGA 1 50 100 0.5 0.002 75 1744 -43 1831.0745441254953 1831.1954916182474 100 TCGA 1 50 100 0.5 0.002 75 1744 -44 1830.6002235144347 1831.622264766214 100 TCGA 1 50 100 0.5 0.002 75 1744 -45 1830.2436107997848 1831.1863565876256 100 TCGA 1 50 100 0.5 0.002 75 1744 -46 1829.4931817619458 1830.650451353447 100 TCGA 1 50 100 0.5 0.002 75 1744 -47 1829.117825429452 1831.3764016616285 100 TCGA 1 50 100 0.5 0.002 75 1744 -48 1828.795548699719 1829.3682591423917 100 TCGA 1 50 100 0.5 0.002 75 1744 -49 1828.1622517472174 1829.619684113929 100 TCGA 1 50 100 0.5 0.002 75 1744 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_100bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_100bs_50e_0k_TCGA.tsv deleted file mode 100644 index 27b9b45c7..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_100bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2620.439282030356 3189.2968615047894 100 TCGA 1 50 100 0.0 0.002 75 6556 -1 1997.3166286853 2618.022126010914 100 TCGA 1 50 100 0.0 0.002 75 6556 -2 1954.484373351322 2091.314001648869 100 TCGA 1 50 100 0.0 0.002 75 6556 -3 1931.658834200856 2038.7816364537532 100 TCGA 1 50 100 0.0 0.002 75 6556 -4 1915.403208611147 1907.0118408203125 100 TCGA 1 50 100 0.0 0.002 75 6556 -5 1903.7484907373173 1897.6491061263348 100 TCGA 1 50 100 0.0 0.002 75 6556 -6 1895.337349081907 1894.5751904051508 100 TCGA 1 50 100 0.0 0.002 75 6556 -7 1889.7324754638535 1886.4961765615185 100 TCGA 1 50 100 0.0 0.002 75 6556 -8 1883.936083799069 1878.679452560655 100 TCGA 1 50 100 0.0 0.002 75 6556 -9 1879.8449870536524 1878.1764866814542 100 TCGA 1 50 100 0.0 0.002 75 6556 -10 1875.018656374155 1873.6898978535255 100 TCGA 1 50 100 0.0 0.002 75 6556 -11 1872.6640971494926 1871.53094881144 100 TCGA 1 50 100 0.0 0.002 75 6556 -12 1868.6206313570851 1869.2792882871388 100 TCGA 1 50 100 0.0 0.002 75 6556 -13 1866.695807539468 1869.604757797778 100 TCGA 1 50 100 0.0 0.002 75 6556 -14 1863.8873722942058 1862.4058433034313 100 TCGA 1 50 100 0.0 0.002 75 6556 -15 1861.7965295542324 1860.2742263563914 100 TCGA 1 50 100 0.0 0.002 75 6556 -16 1859.5708527350507 1858.7380739144944 100 TCGA 1 50 100 0.0 0.002 75 6556 -17 1857.501005053294 1857.8149831187186 100 TCGA 1 50 100 0.0 0.002 75 6556 -18 1855.4187682499137 1854.4800258617306 100 TCGA 1 50 100 0.0 0.002 75 6556 -19 1853.985633649974 1853.8506239694566 100 TCGA 1 50 100 0.0 0.002 75 6556 -20 1851.8441384885311 1857.7455195901382 100 TCGA 1 50 100 0.0 0.002 75 6556 -21 1850.3426697887817 1848.6921202693154 100 TCGA 1 50 100 0.0 0.002 75 6556 -22 1848.88585100026 1848.4146722381438 100 TCGA 1 50 100 0.0 0.002 75 6556 -23 1847.559583706307 1846.717873424741 100 TCGA 1 50 100 0.0 0.002 75 6556 -24 1846.4802712765054 1845.843472121349 100 TCGA 1 50 100 0.0 0.002 75 6556 -25 1845.3293022788494 1845.1355238104586 100 TCGA 1 50 100 0.0 0.002 75 6556 -26 1843.7821346316596 1843.2095198894865 100 TCGA 1 50 100 0.0 0.002 75 6556 -27 1842.9504292749216 1842.9885063746467 100 TCGA 1 50 100 0.0 0.002 75 6556 -28 1841.8442138917133 1844.3954979978016 100 TCGA 1 50 100 0.0 0.002 75 6556 -29 1841.0483631841278 1842.0933604791535 100 TCGA 1 50 100 0.0 0.002 75 6556 -30 1840.1574880891858 1841.784195636385 100 TCGA 1 50 100 0.0 0.002 75 6556 -31 1839.2839385717225 1840.3961684643923 100 TCGA 1 50 100 0.0 0.002 75 6556 -32 1838.114967629771 1838.505675962822 100 TCGA 1 50 100 0.0 0.002 75 6556 -33 1837.6589799521823 1838.5003263387248 100 TCGA 1 50 100 0.0 0.002 75 6556 -34 1836.8815073872772 1836.30533097617 100 TCGA 1 50 100 0.0 0.002 75 6556 -35 1836.0997586416897 1838.9585059084484 100 TCGA 1 50 100 0.0 0.002 75 6556 -36 1835.1286613463503 1833.7509023388427 100 TCGA 1 50 100 0.0 0.002 75 6556 -37 1834.7744738781794 1834.8171632086212 100 TCGA 1 50 100 0.0 0.002 75 6556 -38 1833.723302858857 1834.1451753395886 100 TCGA 1 50 100 0.0 0.002 75 6556 -39 1833.2517581585862 1833.8519661294756 100 TCGA 1 50 100 0.0 0.002 75 6556 -40 1832.7034871778073 1835.6591477897298 100 TCGA 1 50 100 0.0 0.002 75 6556 -41 1831.9490651504204 1833.100560787335 100 TCGA 1 50 100 0.0 0.002 75 6556 -42 1831.5555234479643 1831.8822322059516 100 TCGA 1 50 100 0.0 0.002 75 6556 -43 1831.2306464666074 1834.4690910607726 100 TCGA 1 50 100 0.0 0.002 75 6556 -44 1829.9381707940122 1830.8568759323964 100 TCGA 1 50 100 0.0 0.002 75 6556 -45 1829.8239842153098 1831.0514866814542 100 TCGA 1 50 100 0.0 0.002 75 6556 -46 1829.0237157859765 1829.483246923092 100 TCGA 1 50 100 0.0 0.002 75 6556 -47 1828.968347313761 1833.8895797346106 100 TCGA 1 50 100 0.0 0.002 75 6556 -48 1828.3859498528234 1829.428114081148 100 TCGA 1 50 100 0.0 0.002 75 6556 -49 1828.0812603907602 1830.2813929265467 100 TCGA 1 50 100 0.0 0.002 75 6556 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_100bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_100bs_50e_1k_TCGA.tsv deleted file mode 100644 index b5300a081..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_100bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2608.920150141988 3044.95066519119 100 TCGA 1 50 100 1.0 0.002 75 287 -1 1996.152151535925 2346.5688488830874 100 TCGA 1 50 100 1.0 0.002 75 287 -2 1954.9329346329896 2030.600808608472 100 TCGA 1 50 100 1.0 0.002 75 287 -3 1931.905568455516 1933.4149715864478 100 TCGA 1 50 100 1.0 0.002 75 287 -4 1914.567078406556 1935.8337942152168 100 TCGA 1 50 100 1.0 0.002 75 287 -5 1905.246639380725 1927.087746471616 100 TCGA 1 50 100 1.0 0.002 75 287 -6 1897.4588409945002 1908.262370814031 100 TCGA 1 50 100 1.0 0.002 75 287 -7 1890.0745327210025 1886.0672460201397 100 TCGA 1 50 100 1.0 0.002 75 287 -8 1884.61991118448 1878.0260396219378 100 TCGA 1 50 100 1.0 0.002 75 287 -9 1880.678024024593 1874.9754123400205 100 TCGA 1 50 100 1.0 0.002 75 287 -10 1876.5336584054355 1876.9618030337233 100 TCGA 1 50 100 1.0 0.002 75 287 -11 1873.1833132567024 1865.44650805296 100 TCGA 1 50 100 1.0 0.002 75 287 -12 1869.7558456269314 1863.964391047032 100 TCGA 1 50 100 1.0 0.002 75 287 -13 1866.4764152907517 1872.5418879063286 100 TCGA 1 50 100 1.0 0.002 75 287 -14 1863.635558966215 1861.246318261228 100 TCGA 1 50 100 1.0 0.002 75 287 -15 1861.505579331342 1859.8478053107333 100 TCGA 1 50 100 1.0 0.002 75 287 -16 1859.7929125178111 1856.9245875372958 100 TCGA 1 50 100 1.0 0.002 75 287 -17 1857.0266427211377 1861.287624033252 100 TCGA 1 50 100 1.0 0.002 75 287 -18 1855.2719676693391 1858.8586646611966 100 TCGA 1 50 100 1.0 0.002 75 287 -19 1853.6048206559701 1851.5262573855607 100 TCGA 1 50 100 1.0 0.002 75 287 -20 1852.1093422035672 1849.677146106509 100 TCGA 1 50 100 1.0 0.002 75 287 -21 1850.909899151582 1848.20680305826 100 TCGA 1 50 100 1.0 0.002 75 287 -22 1849.6100667226872 1847.2139039926194 100 TCGA 1 50 100 1.0 0.002 75 287 -23 1848.182009424771 1845.5504082914572 100 TCGA 1 50 100 1.0 0.002 75 287 -24 1846.498461524375 1844.427812892588 100 TCGA 1 50 100 1.0 0.002 75 287 -25 1845.7832896874172 1846.6682257724167 100 TCGA 1 50 100 1.0 0.002 75 287 -26 1844.452472682084 1841.6487000431846 100 TCGA 1 50 100 1.0 0.002 75 287 -27 1843.1963745621329 1841.105707369857 100 TCGA 1 50 100 1.0 0.002 75 287 -28 1842.0930927633 1838.9841050957914 100 TCGA 1 50 100 1.0 0.002 75 287 -29 1841.6091736023786 1839.63965763878 100 TCGA 1 50 100 1.0 0.002 75 287 -30 1840.5476930986385 1838.331594495917 100 TCGA 1 50 100 1.0 0.002 75 287 -31 1839.5732244063015 1836.9319620563756 100 TCGA 1 50 100 1.0 0.002 75 287 -32 1838.8675231490768 1839.2981607255026 100 TCGA 1 50 100 1.0 0.002 75 287 -33 1837.8219530982942 1835.9002838901538 100 TCGA 1 50 100 1.0 0.002 75 287 -34 1837.2590157080606 1835.203048322668 100 TCGA 1 50 100 1.0 0.002 75 287 -35 1836.69063058098 1835.3345431993955 100 TCGA 1 50 100 1.0 0.002 75 287 -36 1835.6335085010753 1833.5788494474325 100 TCGA 1 50 100 1.0 0.002 75 287 -37 1834.7908272805498 1833.1292877964038 100 TCGA 1 50 100 1.0 0.002 75 287 -38 1834.3738559263468 1831.485888303824 100 TCGA 1 50 100 1.0 0.002 75 287 -39 1833.6973579782289 1831.1799150783213 100 TCGA 1 50 100 1.0 0.002 75 287 -40 1832.8281137862632 1830.7273673052764 100 TCGA 1 50 100 1.0 0.002 75 287 -41 1832.0742675426989 1829.847412109375 100 TCGA 1 50 100 1.0 0.002 75 287 -42 1831.8075652336993 1829.588824248194 100 TCGA 1 50 100 1.0 0.002 75 287 -43 1831.1087448642993 1829.023809845124 100 TCGA 1 50 100 1.0 0.002 75 287 -44 1830.7469111537412 1829.138916015625 100 TCGA 1 50 100 1.0 0.002 75 287 -45 1830.2154470435848 1828.765345281093 100 TCGA 1 50 100 1.0 0.002 75 287 -46 1829.5611053817652 1827.056540637759 100 TCGA 1 50 100 1.0 0.002 75 287 -47 1828.7641457541604 1828.4003599540672 100 TCGA 1 50 100 1.0 0.002 75 287 -48 1828.5333921370968 1827.8659140428706 100 TCGA 1 50 100 1.0 0.002 75 287 -49 1827.9756654419396 1826.7203455019237 100 TCGA 1 50 100 1.0 0.002 75 287 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_150bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_150bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index 1ee982cc5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_150bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2868.1731101733417 4495.191362083857 150 TCGA 1 100 100 0.5 0.002 75 698 -1 2030.617202351729 3138.8927768726444 150 TCGA 1 100 100 0.5 0.002 75 698 -2 1977.4199390294284 2574.449564718122 150 TCGA 1 100 100 0.5 0.002 75 698 -3 1951.3662445650848 2121.514707325691 150 TCGA 1 100 100 0.5 0.002 75 698 -4 1935.1435341267118 2004.4001992383794 150 TCGA 1 100 100 0.5 0.002 75 698 -5 1921.051484595187 1932.271513205677 150 TCGA 1 100 100 0.5 0.002 75 698 -6 1912.5922795698198 1907.644796860278 150 TCGA 1 100 100 0.5 0.002 75 698 -7 1905.8282856984335 1905.7556925251256 150 TCGA 1 100 100 0.5 0.002 75 698 -8 1900.404186699696 1925.6660634716552 150 TCGA 1 100 100 0.5 0.002 75 698 -9 1894.722628317849 1899.7418409184595 150 TCGA 1 100 100 0.5 0.002 75 698 -10 1890.4073569170798 1908.260540986181 150 TCGA 1 100 100 0.5 0.002 75 698 -11 1885.4096877256372 1887.6937697520807 150 TCGA 1 100 100 0.5 0.002 75 698 -12 1882.7484122411602 1881.7220777962077 150 TCGA 1 100 100 0.5 0.002 75 698 -13 1879.6933010717444 1876.2491301723462 150 TCGA 1 100 100 0.5 0.002 75 698 -14 1876.9994636073232 1872.5611369837468 150 TCGA 1 100 100 0.5 0.002 75 698 -15 1874.9614417911414 1868.334164106666 150 TCGA 1 100 100 0.5 0.002 75 698 -16 1871.8473937150318 1874.163722052646 150 TCGA 1 100 100 0.5 0.002 75 698 -17 1870.0348137473272 1866.1311501354428 150 TCGA 1 100 100 0.5 0.002 75 698 -18 1867.8711789498732 1864.226395036707 150 TCGA 1 100 100 0.5 0.002 75 698 -19 1866.1530940484515 1865.6970889604272 150 TCGA 1 100 100 0.5 0.002 75 698 -20 1863.6777650458644 1862.233154296875 150 TCGA 1 100 100 0.5 0.002 75 698 -21 1861.472943392512 1867.612235371192 150 TCGA 1 100 100 0.5 0.002 75 698 -22 1859.9312303221402 1857.443120755143 150 TCGA 1 100 100 0.5 0.002 75 698 -23 1859.1269490509935 1857.087860567486 150 TCGA 1 100 100 0.5 0.002 75 698 -24 1857.3381629294086 1856.7110258322864 150 TCGA 1 100 100 0.5 0.002 75 698 -25 1856.2304602068493 1853.8135740960663 150 TCGA 1 100 100 0.5 0.002 75 698 -26 1854.7819031081917 1855.433568599835 150 TCGA 1 100 100 0.5 0.002 75 698 -27 1853.7599071388147 1851.5230424583856 150 TCGA 1 100 100 0.5 0.002 75 698 -28 1852.7257152565462 1851.7748612447 150 TCGA 1 100 100 0.5 0.002 75 698 -29 1851.475665019551 1850.6965006919363 150 TCGA 1 100 100 0.5 0.002 75 698 -30 1850.180643351832 1847.9070302685302 150 TCGA 1 100 100 0.5 0.002 75 698 -31 1849.1447040614491 1846.5312886453753 150 TCGA 1 100 100 0.5 0.002 75 698 -32 1847.9033745826255 1847.345482294284 150 TCGA 1 100 100 0.5 0.002 75 698 -33 1846.838719555863 1845.03534334269 150 TCGA 1 100 100 0.5 0.002 75 698 -34 1846.2722252855237 1844.0975372467808 150 TCGA 1 100 100 0.5 0.002 75 698 -35 1845.1760439212228 1846.7492688049624 150 TCGA 1 100 100 0.5 0.002 75 698 -36 1844.5019710288275 1844.2765033664416 150 TCGA 1 100 100 0.5 0.002 75 698 -37 1844.0544895496148 1842.0342306012485 150 TCGA 1 100 100 0.5 0.002 75 698 -38 1842.7058993166133 1842.9396641410176 150 TCGA 1 100 100 0.5 0.002 75 698 -39 1842.240905100885 1842.1178193212154 150 TCGA 1 100 100 0.5 0.002 75 698 -40 1841.3534446773365 1840.003786633362 150 TCGA 1 100 100 0.5 0.002 75 698 -41 1840.3941818801056 1839.9769342317054 150 TCGA 1 100 100 0.5 0.002 75 698 -42 1839.685139569737 1839.443477151382 150 TCGA 1 100 100 0.5 0.002 75 698 -43 1839.2758033940643 1838.2883724040123 150 TCGA 1 100 100 0.5 0.002 75 698 -44 1838.6041126372572 1837.480171241952 150 TCGA 1 100 100 0.5 0.002 75 698 -45 1838.102071709925 1836.5670454322394 150 TCGA 1 100 100 0.5 0.002 75 698 -46 1837.621176647174 1835.931662094653 150 TCGA 1 100 100 0.5 0.002 75 698 -47 1837.0846691759639 1835.5435784881438 150 TCGA 1 100 100 0.5 0.002 75 698 -48 1836.2792415284648 1835.7516905818154 150 TCGA 1 100 100 0.5 0.002 75 698 -49 1835.6495748290606 1835.2978810065954 150 TCGA 1 100 100 0.5 0.002 75 698 -50 1834.9490713908717 1834.2052051026617 150 TCGA 1 100 100 0.5 0.002 75 698 -51 1834.7199229323342 1834.4434072216552 150 TCGA 1 100 100 0.5 0.002 75 698 -52 1834.1430805222053 1833.3256725522142 150 TCGA 1 100 100 0.5 0.002 75 698 -53 1833.788572324814 1834.141152540044 150 TCGA 1 100 100 0.5 0.002 75 698 -54 1833.093256077818 1832.3212964235238 150 TCGA 1 100 100 0.5 0.002 75 698 -55 1832.6902399668804 1830.853403369386 150 TCGA 1 100 100 0.5 0.002 75 698 -56 1832.4742960307678 1831.689872089942 150 TCGA 1 100 100 0.5 0.002 75 698 -57 1831.6334802419137 1831.3185084357333 150 TCGA 1 100 100 0.5 0.002 75 698 -58 1831.4415445618363 1830.504697560066 150 TCGA 1 100 100 0.5 0.002 75 698 -59 1830.8147201563634 1829.0276105871153 150 TCGA 1 100 100 0.5 0.002 75 698 -60 1830.7501962608305 1831.2518476169912 150 TCGA 1 100 100 0.5 0.002 75 698 -61 1829.9312605024888 1830.1263409331816 150 TCGA 1 100 100 0.5 0.002 75 698 -62 1829.5432737009614 1827.8726456991992 150 TCGA 1 100 100 0.5 0.002 75 698 -63 1829.2333883819256 1828.0058139820194 150 TCGA 1 100 100 0.5 0.002 75 698 -64 1828.94443220123 1828.2808709072708 150 TCGA 1 100 100 0.5 0.002 75 698 -65 1828.4748232944003 1828.7526242050094 150 TCGA 1 100 100 0.5 0.002 75 698 -66 1828.2494078383993 1827.177980355881 150 TCGA 1 100 100 0.5 0.002 75 698 -67 1827.8275576912008 1826.8119129583465 150 TCGA 1 100 100 0.5 0.002 75 698 -68 1827.5718087095117 1828.0685219309437 150 TCGA 1 100 100 0.5 0.002 75 698 -69 1827.0568360410534 1826.2014282839982 150 TCGA 1 100 100 0.5 0.002 75 698 -70 1826.944475325746 1827.4308658772377 150 TCGA 1 100 100 0.5 0.002 75 698 -71 1826.485528924846 1828.2716904836684 150 TCGA 1 100 100 0.5 0.002 75 698 -72 1826.0122239676714 1825.060470197668 150 TCGA 1 100 100 0.5 0.002 75 698 -73 1826.1933198067236 1825.507097867266 150 TCGA 1 100 100 0.5 0.002 75 698 -74 1825.86987939633 1825.3644700553548 150 TCGA 1 100 100 0.5 0.002 75 698 -75 1825.4543957493643 1825.895336668695 150 TCGA 1 100 100 0.5 0.002 75 698 -76 1825.2160331963669 1823.9927316023477 150 TCGA 1 100 100 0.5 0.002 75 698 -77 1824.789039336753 1824.3231630564935 150 TCGA 1 100 100 0.5 0.002 75 698 -78 1824.560958363273 1824.210565154876 150 TCGA 1 100 100 0.5 0.002 75 698 -79 1824.4444399132287 1823.4790051330874 150 TCGA 1 100 100 0.5 0.002 75 698 -80 1824.1453537905318 1826.1126776460428 150 TCGA 1 100 100 0.5 0.002 75 698 -81 1823.8265804610544 1824.2580008195273 150 TCGA 1 100 100 0.5 0.002 75 698 -82 1823.6550269532995 1823.1057656446294 150 TCGA 1 100 100 0.5 0.002 75 698 -83 1823.1143564879328 1822.1473278256517 150 TCGA 1 100 100 0.5 0.002 75 698 -84 1823.1360986426228 1823.128056051743 150 TCGA 1 100 100 0.5 0.002 75 698 -85 1822.6202149772794 1824.075232731038 150 TCGA 1 100 100 0.5 0.002 75 698 -86 1822.5885056364627 1822.394720182946 150 TCGA 1 100 100 0.5 0.002 75 698 -87 1822.3025059172558 1824.2215465756517 150 TCGA 1 100 100 0.5 0.002 75 698 -88 1822.0990360982585 1821.5365523908606 150 TCGA 1 100 100 0.5 0.002 75 698 -89 1821.8363875073903 1821.4657589706344 150 TCGA 1 100 100 0.5 0.002 75 698 -90 1821.8314930996414 1822.9583347646435 150 TCGA 1 100 100 0.5 0.002 75 698 -91 1821.8448003987567 1821.7489559614478 150 TCGA 1 100 100 0.5 0.002 75 698 -92 1821.3782985281473 1821.206637435223 150 TCGA 1 100 100 0.5 0.002 75 698 -93 1821.1218210078334 1820.6117532241285 150 TCGA 1 100 100 0.5 0.002 75 698 -94 1821.0105101735162 1820.828907108786 150 TCGA 1 100 100 0.5 0.002 75 698 -95 1821.2101527291863 1821.8490799947 150 TCGA 1 100 100 0.5 0.002 75 698 -96 1820.6083673851233 1820.288782781093 150 TCGA 1 100 100 0.5 0.002 75 698 -97 1820.2821169867154 1820.0213322471734 150 TCGA 1 100 100 0.5 0.002 75 698 -98 1820.7213341327288 1819.705979850424 150 TCGA 1 100 100 0.5 0.002 75 698 -99 1820.0084967695718 1820.495315321726 150 TCGA 1 100 100 0.5 0.002 75 698 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_150bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_150bs_100e_0k_TCGA.tsv deleted file mode 100644 index e49431240..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_150bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2860.385285353764 4200.186064600345 150 TCGA 1 100 100 0.0 0.002 75 2221 -1 2027.5459954642547 3118.2956923288316 150 TCGA 1 100 100 0.0 0.002 75 2221 -2 1973.1997393099161 2360.893889614086 150 TCGA 1 100 100 0.0 0.002 75 2221 -3 1952.3243479327919 2214.425857313913 150 TCGA 1 100 100 0.0 0.002 75 2221 -4 1935.3603551596161 2074.484221645336 150 TCGA 1 100 100 0.0 0.002 75 2221 -5 1923.3288047323003 1935.2022754151617 150 TCGA 1 100 100 0.0 0.002 75 2221 -6 1914.9006328989399 1935.5614191563286 150 TCGA 1 100 100 0.0 0.002 75 2221 -7 1907.254423825945 1906.6839918587077 150 TCGA 1 100 100 0.0 0.002 75 2221 -8 1899.5643357282133 1901.935687347872 150 TCGA 1 100 100 0.0 0.002 75 2221 -9 1895.1548303382074 1909.2066865087154 150 TCGA 1 100 100 0.0 0.002 75 2221 -10 1889.1586361959692 1886.9116824356156 150 TCGA 1 100 100 0.0 0.002 75 2221 -11 1885.293703311069 1898.6696949100974 150 TCGA 1 100 100 0.0 0.002 75 2221 -12 1882.5463532274198 1886.2321274340452 150 TCGA 1 100 100 0.0 0.002 75 2221 -13 1879.0359261145827 1879.2050879396984 150 TCGA 1 100 100 0.0 0.002 75 2221 -14 1875.6230862252694 1874.596921987869 150 TCGA 1 100 100 0.0 0.002 75 2221 -15 1873.920929871389 1880.6404618306376 150 TCGA 1 100 100 0.0 0.002 75 2221 -16 1872.046053753885 1872.401645066151 150 TCGA 1 100 100 0.0 0.002 75 2221 -17 1869.5073520418975 1866.9685929648242 150 TCGA 1 100 100 0.0 0.002 75 2221 -18 1867.058207400663 1869.064458645768 150 TCGA 1 100 100 0.0 0.002 75 2221 -19 1865.5705037739197 1865.5574165995995 150 TCGA 1 100 100 0.0 0.002 75 2221 -20 1863.0685535511384 1862.8240322707286 150 TCGA 1 100 100 0.0 0.002 75 2221 -21 1860.9518373142143 1861.6297141223697 150 TCGA 1 100 100 0.0 0.002 75 2221 -22 1859.1886200656288 1861.855370603015 150 TCGA 1 100 100 0.0 0.002 75 2221 -23 1858.0942587330346 1859.007368998312 150 TCGA 1 100 100 0.0 0.002 75 2221 -24 1857.4836167987935 1858.2498809967808 150 TCGA 1 100 100 0.0 0.002 75 2221 -25 1855.4121563691408 1857.3896048847755 150 TCGA 1 100 100 0.0 0.002 75 2221 -26 1854.3784991491186 1860.5103434653738 150 TCGA 1 100 100 0.0 0.002 75 2221 -27 1853.2129473068283 1853.3796576878533 150 TCGA 1 100 100 0.0 0.002 75 2221 -28 1852.1264995068682 1853.5067328831658 150 TCGA 1 100 100 0.0 0.002 75 2221 -29 1850.8172236401158 1854.393588425526 150 TCGA 1 100 100 0.0 0.002 75 2221 -30 1849.6672617395698 1851.1209808809674 150 TCGA 1 100 100 0.0 0.002 75 2221 -31 1848.6376596547248 1850.3448750098146 150 TCGA 1 100 100 0.0 0.002 75 2221 -32 1847.4220371018537 1850.3811065827183 150 TCGA 1 100 100 0.0 0.002 75 2221 -33 1846.427925471789 1849.203251364243 150 TCGA 1 100 100 0.0 0.002 75 2221 -34 1845.788693359593 1845.333608349364 150 TCGA 1 100 100 0.0 0.002 75 2221 -35 1844.810012458012 1847.803509736181 150 TCGA 1 100 100 0.0 0.002 75 2221 -36 1843.7826162773206 1847.5954350610475 150 TCGA 1 100 100 0.0 0.002 75 2221 -37 1843.3888760385855 1845.0191239400126 150 TCGA 1 100 100 0.0 0.002 75 2221 -38 1842.4039036039396 1844.3327060105214 150 TCGA 1 100 100 0.0 0.002 75 2221 -39 1841.650240949547 1844.4642511875786 150 TCGA 1 100 100 0.0 0.002 75 2221 -40 1840.8553986471138 1841.963963494229 150 TCGA 1 100 100 0.0 0.002 75 2221 -41 1840.6425914370543 1842.8188556306925 150 TCGA 1 100 100 0.0 0.002 75 2221 -42 1839.690508987558 1841.628503233943 150 TCGA 1 100 100 0.0 0.002 75 2221 -43 1838.5692288006692 1839.9948847018295 150 TCGA 1 100 100 0.0 0.002 75 2221 -44 1838.0784128919113 1846.487554348893 150 TCGA 1 100 100 0.0 0.002 75 2221 -45 1837.8500614534573 1840.7489694566582 150 TCGA 1 100 100 0.0 0.002 75 2221 -46 1837.2309055543396 1840.0046466463175 150 TCGA 1 100 100 0.0 0.002 75 2221 -47 1836.0418938118269 1837.9142440719222 150 TCGA 1 100 100 0.0 0.002 75 2221 -48 1835.6931055875639 1838.422833773359 150 TCGA 1 100 100 0.0 0.002 75 2221 -49 1835.2956263238477 1837.6884256487515 150 TCGA 1 100 100 0.0 0.002 75 2221 -50 1834.8846031552594 1836.8554699768374 150 TCGA 1 100 100 0.0 0.002 75 2221 -51 1834.0533023378202 1837.8374109316112 150 TCGA 1 100 100 0.0 0.002 75 2221 -52 1833.4599212329692 1835.470603137759 150 TCGA 1 100 100 0.0 0.002 75 2221 -53 1833.2812596195604 1838.7318924947 150 TCGA 1 100 100 0.0 0.002 75 2221 -54 1832.657870691527 1834.3073957433653 150 TCGA 1 100 100 0.0 0.002 75 2221 -55 1832.3284522966824 1835.237762911236 150 TCGA 1 100 100 0.0 0.002 75 2221 -56 1831.7083498382824 1833.7173716482805 150 TCGA 1 100 100 0.0 0.002 75 2221 -57 1831.3424516454952 1834.9576452820745 150 TCGA 1 100 100 0.0 0.002 75 2221 -58 1831.0090881272715 1833.2334070253612 150 TCGA 1 100 100 0.0 0.002 75 2221 -59 1830.4518893088916 1833.0062384677292 150 TCGA 1 100 100 0.0 0.002 75 2221 -60 1830.1392872816004 1832.4487102259343 150 TCGA 1 100 100 0.0 0.002 75 2221 -61 1829.5126749560934 1833.1863529071136 150 TCGA 1 100 100 0.0 0.002 75 2221 -62 1829.2364284082348 1833.821696985906 150 TCGA 1 100 100 0.0 0.002 75 2221 -63 1829.0450226351252 1830.9600051036432 150 TCGA 1 100 100 0.0 0.002 75 2221 -64 1828.7364241843484 1831.3289064953674 150 TCGA 1 100 100 0.0 0.002 75 2221 -65 1828.271499689994 1830.29270866049 150 TCGA 1 100 100 0.0 0.002 75 2221 -66 1827.5065649002574 1830.0428196892667 150 TCGA 1 100 100 0.0 0.002 75 2221 -67 1827.5197130951155 1829.9272933269865 150 TCGA 1 100 100 0.0 0.002 75 2221 -68 1826.995632160986 1830.0684980076162 150 TCGA 1 100 100 0.0 0.002 75 2221 -69 1826.8579455687673 1828.386433510325 150 TCGA 1 100 100 0.0 0.002 75 2221 -70 1826.5966283332184 1827.91128800742 150 TCGA 1 100 100 0.0 0.002 75 2221 -71 1826.037621718776 1828.2577155798524 150 TCGA 1 100 100 0.0 0.002 75 2221 -72 1825.926100262415 1829.312884613497 150 TCGA 1 100 100 0.0 0.002 75 2221 -73 1825.537964998099 1827.449933382734 150 TCGA 1 100 100 0.0 0.002 75 2221 -74 1825.1912146081934 1828.1149448413944 150 TCGA 1 100 100 0.0 0.002 75 2221 -75 1825.148413314845 1827.2122649379712 150 TCGA 1 100 100 0.0 0.002 75 2221 -76 1824.6028516982094 1826.3165197324513 150 TCGA 1 100 100 0.0 0.002 75 2221 -77 1824.75683671415 1826.8566704371467 150 TCGA 1 100 100 0.0 0.002 75 2221 -78 1823.852020641778 1826.2194088116364 150 TCGA 1 100 100 0.0 0.002 75 2221 -79 1823.6233550688162 1825.8997538964354 150 TCGA 1 100 100 0.0 0.002 75 2221 -80 1823.345045356908 1826.2782994562658 150 TCGA 1 100 100 0.0 0.002 75 2221 -81 1823.0457714620293 1827.393695160372 150 TCGA 1 100 100 0.0 0.002 75 2221 -82 1823.0373420838812 1826.44986222617 150 TCGA 1 100 100 0.0 0.002 75 2221 -83 1822.7422700429124 1824.3097175329774 150 TCGA 1 100 100 0.0 0.002 75 2221 -84 1822.7755579317716 1825.0341238664023 150 TCGA 1 100 100 0.0 0.002 75 2221 -85 1822.3618635502708 1824.7357895434202 150 TCGA 1 100 100 0.0 0.002 75 2221 -86 1822.4172205226153 1824.2863131575848 150 TCGA 1 100 100 0.0 0.002 75 2221 -87 1822.0599894173936 1824.9593830971262 150 TCGA 1 100 100 0.0 0.002 75 2221 -88 1821.9364301713665 1824.009043631242 150 TCGA 1 100 100 0.0 0.002 75 2221 -89 1821.636370470141 1824.4480882194173 150 TCGA 1 100 100 0.0 0.002 75 2221 -90 1821.5415670465366 1824.3825401421168 150 TCGA 1 100 100 0.0 0.002 75 2221 -91 1821.3619862473533 1824.2313551399577 150 TCGA 1 100 100 0.0 0.002 75 2221 -92 1820.9713552385347 1823.2858843779445 150 TCGA 1 100 100 0.0 0.002 75 2221 -93 1820.724270401316 1823.8095126511464 150 TCGA 1 100 100 0.0 0.002 75 2221 -94 1820.4927293428527 1822.75389704872 150 TCGA 1 100 100 0.0 0.002 75 2221 -95 1820.5400755105507 1822.456852745171 150 TCGA 1 100 100 0.0 0.002 75 2221 -96 1820.2494785816812 1822.7825210034548 150 TCGA 1 100 100 0.0 0.002 75 2221 -97 1820.3658858072627 1823.2660789298052 150 TCGA 1 100 100 0.0 0.002 75 2221 -98 1819.8476560728693 1822.3078932258952 150 TCGA 1 100 100 0.0 0.002 75 2221 -99 1819.9250470431925 1821.8730407408134 150 TCGA 1 100 100 0.0 0.002 75 2221 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_150bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_150bs_100e_1k_TCGA.tsv deleted file mode 100644 index 7c6fa337f..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_150bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2878.60556268378 3926.0894646572706 150 TCGA 1 100 100 1.0 0.002 75 5997 -1 2029.9953092653207 3333.688077840374 150 TCGA 1 100 100 1.0 0.002 75 5997 -2 1975.7559576144188 2339.0789273516016 150 TCGA 1 100 100 1.0 0.002 75 5997 -3 1951.5240343078756 2080.136706481627 150 TCGA 1 100 100 1.0 0.002 75 5997 -4 1934.3442123656641 2010.764691376806 150 TCGA 1 100 100 1.0 0.002 75 5997 -5 1922.8651871083503 1954.6564499744818 150 TCGA 1 100 100 1.0 0.002 75 5997 -6 1914.1592198552958 1931.7320415554334 150 TCGA 1 100 100 1.0 0.002 75 5997 -7 1905.3718247684546 1931.2771413218436 150 TCGA 1 100 100 1.0 0.002 75 5997 -8 1899.618542195697 1911.5117978810065 150 TCGA 1 100 100 1.0 0.002 75 5997 -9 1893.5651495620893 1905.1448404130026 150 TCGA 1 100 100 1.0 0.002 75 5997 -10 1889.7212554049393 1893.1702218367227 150 TCGA 1 100 100 1.0 0.002 75 5997 -11 1885.4627815533568 1889.3615072432474 150 TCGA 1 100 100 1.0 0.002 75 5997 -12 1882.545244634411 1893.3204492923603 150 TCGA 1 100 100 1.0 0.002 75 5997 -13 1879.1011858383504 1878.8743577506673 150 TCGA 1 100 100 1.0 0.002 75 5997 -14 1876.7381798903555 1884.5059176497723 150 TCGA 1 100 100 1.0 0.002 75 5997 -15 1873.7489358395494 1879.0754032614243 150 TCGA 1 100 100 1.0 0.002 75 5997 -16 1871.243495596694 1871.603064762288 150 TCGA 1 100 100 1.0 0.002 75 5997 -17 1869.1527097293051 1873.682581609218 150 TCGA 1 100 100 1.0 0.002 75 5997 -18 1867.5079563573902 1869.156467763623 150 TCGA 1 100 100 1.0 0.002 75 5997 -19 1864.9603117653162 1865.3087483315012 150 TCGA 1 100 100 1.0 0.002 75 5997 -20 1863.6843364727072 1862.0794910833465 150 TCGA 1 100 100 1.0 0.002 75 5997 -21 1861.7729895228001 1860.008425305237 150 TCGA 1 100 100 1.0 0.002 75 5997 -22 1860.0978430138994 1857.8553080343122 150 TCGA 1 100 100 1.0 0.002 75 5997 -23 1858.7915959324685 1858.3171337645258 150 TCGA 1 100 100 1.0 0.002 75 5997 -24 1857.4086420004064 1859.0695665829146 150 TCGA 1 100 100 1.0 0.002 75 5997 -25 1855.8137694549475 1857.0625662492148 150 TCGA 1 100 100 1.0 0.002 75 5997 -26 1854.8498197654114 1854.0739985327025 150 TCGA 1 100 100 1.0 0.002 75 5997 -27 1853.0176697152044 1853.8838203468515 150 TCGA 1 100 100 1.0 0.002 75 5997 -28 1851.6833452628598 1851.2046229683574 150 TCGA 1 100 100 1.0 0.002 75 5997 -29 1851.347492213334 1852.6609573747644 150 TCGA 1 100 100 1.0 0.002 75 5997 -30 1850.19562050306 1850.6448612692368 150 TCGA 1 100 100 1.0 0.002 75 5997 -31 1849.0657830360226 1848.1048179128063 150 TCGA 1 100 100 1.0 0.002 75 5997 -32 1847.4242552825283 1848.7025747634657 150 TCGA 1 100 100 1.0 0.002 75 5997 -33 1847.1255416793474 1846.102369758951 150 TCGA 1 100 100 1.0 0.002 75 5997 -34 1846.2827136447113 1847.3891724246232 150 TCGA 1 100 100 1.0 0.002 75 5997 -35 1845.4589714444578 1844.4583721831816 150 TCGA 1 100 100 1.0 0.002 75 5997 -36 1844.0701527417218 1844.1197135580244 150 TCGA 1 100 100 1.0 0.002 75 5997 -37 1843.6412199956922 1843.2877037776775 150 TCGA 1 100 100 1.0 0.002 75 5997 -38 1842.8914103022057 1842.4195575043184 150 TCGA 1 100 100 1.0 0.002 75 5997 -39 1841.8945226387223 1841.9832745269316 150 TCGA 1 100 100 1.0 0.002 75 5997 -40 1841.383769687125 1841.9044582041065 150 TCGA 1 100 100 1.0 0.002 75 5997 -41 1840.4863836759168 1841.2952868591 150 TCGA 1 100 100 1.0 0.002 75 5997 -42 1839.8405344507792 1840.2370685213175 150 TCGA 1 100 100 1.0 0.002 75 5997 -43 1838.8942215301347 1841.5338459877512 150 TCGA 1 100 100 1.0 0.002 75 5997 -44 1838.4463943871474 1841.5108004622723 150 TCGA 1 100 100 1.0 0.002 75 5997 -45 1837.8459317189986 1839.5062758862673 150 TCGA 1 100 100 1.0 0.002 75 5997 -46 1837.15942351474 1837.1524112260522 150 TCGA 1 100 100 1.0 0.002 75 5997 -47 1836.9023739575994 1837.4852754985866 150 TCGA 1 100 100 1.0 0.002 75 5997 -48 1836.4224789067296 1841.3199180718043 150 TCGA 1 100 100 1.0 0.002 75 5997 -49 1835.7260075222237 1837.7795422424624 150 TCGA 1 100 100 1.0 0.002 75 5997 -50 1835.12738296674 1835.3440836997488 150 TCGA 1 100 100 1.0 0.002 75 5997 -51 1834.5752892326545 1835.1423707894944 150 TCGA 1 100 100 1.0 0.002 75 5997 -52 1833.8395393849323 1834.5740285902168 150 TCGA 1 100 100 1.0 0.002 75 5997 -53 1833.8843681436788 1832.9209702074827 150 TCGA 1 100 100 1.0 0.002 75 5997 -54 1833.1050452168386 1833.4709484924624 150 TCGA 1 100 100 1.0 0.002 75 5997 -55 1832.9245936158168 1833.5355936175015 150 TCGA 1 100 100 1.0 0.002 75 5997 -56 1831.9493483006788 1833.350974231509 150 TCGA 1 100 100 1.0 0.002 75 5997 -57 1831.7286197097324 1832.5241141007773 150 TCGA 1 100 100 1.0 0.002 75 5997 -58 1831.4281688902656 1831.6716750255182 150 TCGA 1 100 100 1.0 0.002 75 5997 -59 1830.8718213893458 1836.1753610582207 150 TCGA 1 100 100 1.0 0.002 75 5997 -60 1830.3599118014401 1830.864925825416 150 TCGA 1 100 100 1.0 0.002 75 5997 -61 1829.9289330866657 1833.687255859375 150 TCGA 1 100 100 1.0 0.002 75 5997 -62 1829.8060606990439 1830.4337581461998 150 TCGA 1 100 100 1.0 0.002 75 5997 -63 1829.3401253878344 1829.4676010668577 150 TCGA 1 100 100 1.0 0.002 75 5997 -64 1828.7660066621859 1829.7535774576006 150 TCGA 1 100 100 1.0 0.002 75 5997 -65 1828.1598545146421 1828.8174533556455 150 TCGA 1 100 100 1.0 0.002 75 5997 -66 1828.1374328047825 1828.4878420422424 150 TCGA 1 100 100 1.0 0.002 75 5997 -67 1827.5286388752756 1828.7063153904287 150 TCGA 1 100 100 1.0 0.002 75 5997 -68 1827.4785527406973 1827.9454768961998 150 TCGA 1 100 100 1.0 0.002 75 5997 -69 1826.9582624719642 1827.4772440081265 150 TCGA 1 100 100 1.0 0.002 75 5997 -70 1826.9696069038903 1828.2303699895965 150 TCGA 1 100 100 1.0 0.002 75 5997 -71 1826.5635474284109 1826.698015836016 150 TCGA 1 100 100 1.0 0.002 75 5997 -72 1826.0018478821053 1827.1667038807318 150 TCGA 1 100 100 1.0 0.002 75 5997 -73 1825.9402139014146 1827.8297560802057 150 TCGA 1 100 100 1.0 0.002 75 5997 -74 1825.424382530508 1830.9704111377198 150 TCGA 1 100 100 1.0 0.002 75 5997 -75 1825.1930500638978 1826.1513487849404 150 TCGA 1 100 100 1.0 0.002 75 5997 -76 1825.2629593326412 1830.6668296315563 150 TCGA 1 100 100 1.0 0.002 75 5997 -77 1824.937560088188 1825.753387911236 150 TCGA 1 100 100 1.0 0.002 75 5997 -78 1824.2275430275029 1825.516847543381 150 TCGA 1 100 100 1.0 0.002 75 5997 -79 1824.2154060173864 1825.0327921345006 150 TCGA 1 100 100 1.0 0.002 75 5997 -80 1823.949508276964 1826.1196019158292 150 TCGA 1 100 100 1.0 0.002 75 5997 -81 1824.131910468654 1825.559750044166 150 TCGA 1 100 100 1.0 0.002 75 5997 -82 1823.529620438312 1824.6316911706972 150 TCGA 1 100 100 1.0 0.002 75 5997 -83 1823.250592420484 1825.3149303647142 150 TCGA 1 100 100 1.0 0.002 75 5997 -84 1822.898746865604 1823.980860724521 150 TCGA 1 100 100 1.0 0.002 75 5997 -85 1822.6860497490957 1823.4928260688207 150 TCGA 1 100 100 1.0 0.002 75 5997 -86 1822.2527971664754 1823.6473456147928 150 TCGA 1 100 100 1.0 0.002 75 5997 -87 1822.0956048992066 1824.9117198541535 150 TCGA 1 100 100 1.0 0.002 75 5997 -88 1822.0570549473643 1823.7536897132145 150 TCGA 1 100 100 1.0 0.002 75 5997 -89 1821.939637558949 1822.8522470752198 150 TCGA 1 100 100 1.0 0.002 75 5997 -90 1821.4588096832401 1822.376047719064 150 TCGA 1 100 100 1.0 0.002 75 5997 -91 1821.4149176462086 1822.850625196294 150 TCGA 1 100 100 1.0 0.002 75 5997 -92 1821.2132215187983 1822.2865812215373 150 TCGA 1 100 100 1.0 0.002 75 5997 -93 1821.049087921255 1822.002418096341 150 TCGA 1 100 100 1.0 0.002 75 5997 -94 1821.025228209761 1822.037253528384 150 TCGA 1 100 100 1.0 0.002 75 5997 -95 1820.655068265632 1822.263910494857 150 TCGA 1 100 100 1.0 0.002 75 5997 -96 1820.1193495711148 1821.6169507203988 150 TCGA 1 100 100 1.0 0.002 75 5997 -97 1820.4392151430736 1821.5961490803627 150 TCGA 1 100 100 1.0 0.002 75 5997 -98 1820.3037216470955 1821.049385722558 150 TCGA 1 100 100 1.0 0.002 75 5997 -99 1820.0328820551435 1821.4767060399654 150 TCGA 1 100 100 1.0 0.002 75 5997 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_150bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_150bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index fc573d85d..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_150bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2867.7047449285024 4315.319543273005 150 TCGA 1 50 100 0.5 0.002 75 3063 -1 2029.9714177656765 2957.755036167164 150 TCGA 1 50 100 0.5 0.002 75 3063 -2 1979.4517574963897 2269.9239446745446 150 TCGA 1 50 100 0.5 0.002 75 3063 -3 1953.0644822425643 2196.1310900204144 150 TCGA 1 50 100 0.5 0.002 75 3063 -4 1934.4332334252524 2012.069597867266 150 TCGA 1 50 100 0.5 0.002 75 3063 -5 1923.6494708669572 2114.9083748822236 150 TCGA 1 50 100 0.5 0.002 75 3063 -6 1914.8975966060011 1916.1966706089038 150 TCGA 1 50 100 0.5 0.002 75 3063 -7 1905.50885431473 1909.3509128896435 150 TCGA 1 50 100 0.5 0.002 75 3063 -8 1900.769190355129 1902.5796376904052 150 TCGA 1 50 100 0.5 0.002 75 3063 -9 1894.044462547809 1919.2809850031408 150 TCGA 1 50 100 0.5 0.002 75 3063 -10 1890.1369499464574 1903.7764211683418 150 TCGA 1 50 100 0.5 0.002 75 3063 -11 1886.6332068610955 1887.1795464137092 150 TCGA 1 50 100 0.5 0.002 75 3063 -12 1882.3668360862898 1879.1149816465138 150 TCGA 1 50 100 0.5 0.002 75 3063 -13 1880.3606195340187 1877.7227317004947 150 TCGA 1 50 100 0.5 0.002 75 3063 -14 1876.9137277774532 1873.3481451446687 150 TCGA 1 50 100 0.5 0.002 75 3063 -15 1874.5404895059046 1869.4316277432083 150 TCGA 1 50 100 0.5 0.002 75 3063 -16 1872.4539908966804 1874.480552788356 150 TCGA 1 50 100 0.5 0.002 75 3063 -17 1869.4547742231973 1865.8406307661353 150 TCGA 1 50 100 0.5 0.002 75 3063 -18 1867.334765902959 1863.4191618492855 150 TCGA 1 50 100 0.5 0.002 75 3063 -19 1865.4912756855886 1863.018841767431 150 TCGA 1 50 100 0.5 0.002 75 3063 -20 1863.1475460964969 1860.817343553706 150 TCGA 1 50 100 0.5 0.002 75 3063 -21 1861.4690759068874 1860.6078862329225 150 TCGA 1 50 100 0.5 0.002 75 3063 -22 1860.4965213844189 1860.869244292753 150 TCGA 1 50 100 0.5 0.002 75 3063 -23 1858.752476777891 1856.6386013318545 150 TCGA 1 50 100 0.5 0.002 75 3063 -24 1857.3817470315073 1856.4695100257145 150 TCGA 1 50 100 0.5 0.002 75 3063 -25 1856.1860266403503 1854.273097052646 150 TCGA 1 50 100 0.5 0.002 75 3063 -26 1854.9102637683432 1852.999727028698 150 TCGA 1 50 100 0.5 0.002 75 3063 -27 1853.3101900247395 1853.0854946117306 150 TCGA 1 50 100 0.5 0.002 75 3063 -28 1851.9103665041569 1849.7033501246467 150 TCGA 1 50 100 0.5 0.002 75 3063 -29 1850.9203335540292 1852.7567052793263 150 TCGA 1 50 100 0.5 0.002 75 3063 -30 1850.0355225154392 1849.3623997673917 150 TCGA 1 50 100 0.5 0.002 75 3063 -31 1849.1857998040334 1846.4458234777403 150 TCGA 1 50 100 0.5 0.002 75 3063 -32 1848.1340770225383 1846.188492511385 150 TCGA 1 50 100 0.5 0.002 75 3063 -33 1847.2101383543477 1846.7628382390467 150 TCGA 1 50 100 0.5 0.002 75 3063 -34 1846.306897846047 1844.3768470035725 150 TCGA 1 50 100 0.5 0.002 75 3063 -35 1844.9806491099428 1845.1296196558967 150 TCGA 1 50 100 0.5 0.002 75 3063 -36 1843.992378038146 1843.035264825102 150 TCGA 1 50 100 0.5 0.002 75 3063 -37 1843.763514228665 1841.7536504544205 150 TCGA 1 50 100 0.5 0.002 75 3063 -38 1842.6064136469786 1840.8405731047817 150 TCGA 1 50 100 0.5 0.002 75 3063 -39 1842.0971127857201 1839.9353088685616 150 TCGA 1 50 100 0.5 0.002 75 3063 -40 1841.4275120350783 1842.3430844407585 150 TCGA 1 50 100 0.5 0.002 75 3063 -41 1840.7037427501762 1839.0658498792793 150 TCGA 1 50 100 0.5 0.002 75 3063 -42 1839.891615569452 1840.3039471036825 150 TCGA 1 50 100 0.5 0.002 75 3063 -43 1839.156361510597 1839.908889540476 150 TCGA 1 50 100 0.5 0.002 75 3063 -44 1838.5680147467588 1837.8573347695508 150 TCGA 1 50 100 0.5 0.002 75 3063 -45 1838.162270523073 1837.8244352867855 150 TCGA 1 50 100 0.5 0.002 75 3063 -46 1837.5831821636239 1834.7889526980607 150 TCGA 1 50 100 0.5 0.002 75 3063 -47 1836.8976855937465 1836.2340885334877 150 TCGA 1 50 100 0.5 0.002 75 3063 -48 1835.9181358660155 1834.8183832983275 150 TCGA 1 50 100 0.5 0.002 75 3063 -49 1835.9366000260954 1835.3468563520728 150 TCGA 1 50 100 0.5 0.002 75 3063 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_150bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_150bs_50e_0k_TCGA.tsv deleted file mode 100644 index f21edc59b..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_150bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2869.111633062336 3917.812920805198 150 TCGA 1 50 100 0.0 0.002 75 6910 -1 2031.4901436704492 3199.9718980645416 150 TCGA 1 50 100 0.0 0.002 75 6910 -2 1978.2163093295237 2425.2297228329144 150 TCGA 1 50 100 0.0 0.002 75 6910 -3 1953.7440795557802 2125.650551340688 150 TCGA 1 50 100 0.0 0.002 75 6910 -4 1935.104264915169 1991.5948283899968 150 TCGA 1 50 100 0.0 0.002 75 6910 -5 1921.6700027147326 1948.7516807671168 150 TCGA 1 50 100 0.0 0.002 75 6910 -6 1912.9663349726009 1949.048211639251 150 TCGA 1 50 100 0.0 0.002 75 6910 -7 1904.5268926661997 1905.982186935655 150 TCGA 1 50 100 0.0 0.002 75 6910 -8 1899.5982225913929 1910.896789244072 150 TCGA 1 50 100 0.0 0.002 75 6910 -9 1894.9410266180046 1905.1392288591394 150 TCGA 1 50 100 0.0 0.002 75 6910 -10 1890.0243304704286 1888.9394929972127 150 TCGA 1 50 100 0.0 0.002 75 6910 -11 1886.6809375386963 1915.5531490460114 150 TCGA 1 50 100 0.0 0.002 75 6910 -12 1883.9738376164812 1883.52670947511 150 TCGA 1 50 100 0.0 0.002 75 6910 -13 1879.524448316855 1880.7628474403266 150 TCGA 1 50 100 0.0 0.002 75 6910 -14 1877.1700377048612 1880.906271469653 150 TCGA 1 50 100 0.0 0.002 75 6910 -15 1873.620486695794 1875.78999796345 150 TCGA 1 50 100 0.0 0.002 75 6910 -16 1871.8547628841065 1871.6926956560144 150 TCGA 1 50 100 0.0 0.002 75 6910 -17 1870.1337500119903 1868.815005815209 150 TCGA 1 50 100 0.0 0.002 75 6910 -18 1866.600801996094 1866.603535254397 150 TCGA 1 50 100 0.0 0.002 75 6910 -19 1866.035133645396 1866.8762728437107 150 TCGA 1 50 100 0.0 0.002 75 6910 -20 1863.8118709270836 1863.4858582463096 150 TCGA 1 50 100 0.0 0.002 75 6910 -21 1861.3570991292145 1860.826526430983 150 TCGA 1 50 100 0.0 0.002 75 6910 -22 1860.0750504195764 1858.486750770454 150 TCGA 1 50 100 0.0 0.002 75 6910 -23 1857.9521591062191 1862.813120166261 150 TCGA 1 50 100 0.0 0.002 75 6910 -24 1856.9069453061777 1860.532427763819 150 TCGA 1 50 100 0.0 0.002 75 6910 -25 1855.7193751760408 1856.588040299152 150 TCGA 1 50 100 0.0 0.002 75 6910 -26 1854.4486212744778 1854.8844834524184 150 TCGA 1 50 100 0.0 0.002 75 6910 -27 1853.0685266681462 1852.734703178981 150 TCGA 1 50 100 0.0 0.002 75 6910 -28 1851.8714387052519 1853.7746256919363 150 TCGA 1 50 100 0.0 0.002 75 6910 -29 1850.9233825731283 1851.2037212429334 150 TCGA 1 50 100 0.0 0.002 75 6910 -30 1849.9554464070043 1850.8538744749137 150 TCGA 1 50 100 0.0 0.002 75 6910 -31 1848.9611465278674 1849.7969706933104 150 TCGA 1 50 100 0.0 0.002 75 6910 -32 1848.0991767264195 1848.0642138917242 150 TCGA 1 50 100 0.0 0.002 75 6910 -33 1846.8369247448445 1846.3516011453753 150 TCGA 1 50 100 0.0 0.002 75 6910 -34 1845.5044636258538 1851.7604275037295 150 TCGA 1 50 100 0.0 0.002 75 6910 -35 1844.9962436025837 1845.2110877875707 150 TCGA 1 50 100 0.0 0.002 75 6910 -36 1844.030760969351 1845.970241220752 150 TCGA 1 50 100 0.0 0.002 75 6910 -37 1843.6244744667983 1843.5700910558653 150 TCGA 1 50 100 0.0 0.002 75 6910 -38 1842.852944691834 1844.139459504554 150 TCGA 1 50 100 0.0 0.002 75 6910 -39 1841.9362720890174 1843.4798031907585 150 TCGA 1 50 100 0.0 0.002 75 6910 -40 1841.2662696331683 1842.3108180060458 150 TCGA 1 50 100 0.0 0.002 75 6910 -41 1840.4802667528593 1840.5579459798994 150 TCGA 1 50 100 0.0 0.002 75 6910 -42 1839.5138998694792 1842.8257682455244 150 TCGA 1 50 100 0.0 0.002 75 6910 -43 1839.0887003984951 1840.557776062932 150 TCGA 1 50 100 0.0 0.002 75 6910 -44 1838.2848145376026 1840.6321990813442 150 TCGA 1 50 100 0.0 0.002 75 6910 -45 1837.8337142234109 1837.740036240774 150 TCGA 1 50 100 0.0 0.002 75 6910 -46 1837.0093988690448 1839.1459789180276 150 TCGA 1 50 100 0.0 0.002 75 6910 -47 1836.533217690595 1837.1842218907036 150 TCGA 1 50 100 0.0 0.002 75 6910 -48 1836.191657121592 1838.1671013760208 150 TCGA 1 50 100 0.0 0.002 75 6910 -49 1835.6456573516984 1836.7001707757538 150 TCGA 1 50 100 0.0 0.002 75 6910 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_150bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_150bs_50e_1k_TCGA.tsv deleted file mode 100644 index 45ca69cf1..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_150bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2874.9204214653646 3921.735422719064 150 TCGA 1 50 100 1.0 0.002 75 5577 -1 2025.5063863388727 3415.270213371545 150 TCGA 1 50 100 1.0 0.002 75 5577 -2 1979.5277905417868 2356.831547876099 150 TCGA 1 50 100 1.0 0.002 75 5577 -3 1949.1898839068954 2189.025907123508 150 TCGA 1 50 100 1.0 0.002 75 5577 -4 1935.074882281653 2010.731021440209 150 TCGA 1 50 100 1.0 0.002 75 5577 -5 1920.0118926106081 1979.3801772534548 150 TCGA 1 50 100 1.0 0.002 75 5577 -6 1913.1956956064826 1939.6976140467964 150 TCGA 1 50 100 1.0 0.002 75 5577 -7 1906.008848551169 1913.4336992580088 150 TCGA 1 50 100 1.0 0.002 75 5577 -8 1899.426729880349 1897.4365044215217 150 TCGA 1 50 100 1.0 0.002 75 5577 -9 1894.8347311035864 1910.0295060507617 150 TCGA 1 50 100 1.0 0.002 75 5577 -10 1890.3786050869107 1894.2483075779287 150 TCGA 1 50 100 1.0 0.002 75 5577 -11 1886.1889104918719 1897.0342195597127 150 TCGA 1 50 100 1.0 0.002 75 5577 -12 1882.7081371587972 1886.256718161118 150 TCGA 1 50 100 1.0 0.002 75 5577 -13 1880.1400068274352 1880.2667770002356 150 TCGA 1 50 100 1.0 0.002 75 5577 -14 1876.974373232508 1874.9331753984768 150 TCGA 1 50 100 1.0 0.002 75 5577 -15 1874.208621434168 1875.0255783311086 150 TCGA 1 50 100 1.0 0.002 75 5577 -16 1871.468233759348 1871.7542301350502 150 TCGA 1 50 100 1.0 0.002 75 5577 -17 1869.063623104102 1873.973467189463 150 TCGA 1 50 100 1.0 0.002 75 5577 -18 1867.7189581422138 1879.618965800683 150 TCGA 1 50 100 1.0 0.002 75 5577 -19 1865.551292067727 1882.7371292497644 150 TCGA 1 50 100 1.0 0.002 75 5577 -20 1863.6795918085384 1864.149294445862 150 TCGA 1 50 100 1.0 0.002 75 5577 -21 1861.8349569043698 1863.1790268481077 150 TCGA 1 50 100 1.0 0.002 75 5577 -22 1859.762059958256 1859.5623460319173 150 TCGA 1 50 100 1.0 0.002 75 5577 -23 1858.4653599361502 1863.4412246780778 150 TCGA 1 50 100 1.0 0.002 75 5577 -24 1857.5823755921072 1858.535307764408 150 TCGA 1 50 100 1.0 0.002 75 5577 -25 1855.736945003148 1857.5588710152324 150 TCGA 1 50 100 1.0 0.002 75 5577 -26 1854.1867252166335 1856.0652591571136 150 TCGA 1 50 100 1.0 0.002 75 5577 -27 1853.0941986993482 1855.3513600718436 150 TCGA 1 50 100 1.0 0.002 75 5577 -28 1851.7398153382335 1853.6846574179492 150 TCGA 1 50 100 1.0 0.002 75 5577 -29 1850.6862340195396 1851.710627723579 150 TCGA 1 50 100 1.0 0.002 75 5577 -30 1849.9507535740072 1851.606793120878 150 TCGA 1 50 100 1.0 0.002 75 5577 -31 1848.4361115540894 1849.922026514408 150 TCGA 1 50 100 1.0 0.002 75 5577 -32 1847.72856073883 1849.194540819331 150 TCGA 1 50 100 1.0 0.002 75 5577 -33 1847.2543631927392 1851.399784567368 150 TCGA 1 50 100 1.0 0.002 75 5577 -34 1845.672793531753 1848.3815549917556 150 TCGA 1 50 100 1.0 0.002 75 5577 -35 1844.995583027651 1846.8387579989792 150 TCGA 1 50 100 1.0 0.002 75 5577 -36 1843.9246804507427 1844.355844775636 150 TCGA 1 50 100 1.0 0.002 75 5577 -37 1843.3850754811197 1845.6821779797424 150 TCGA 1 50 100 1.0 0.002 75 5577 -38 1842.148740666029 1845.007115656407 150 TCGA 1 50 100 1.0 0.002 75 5577 -39 1841.9210759088496 1843.8386573983198 150 TCGA 1 50 100 1.0 0.002 75 5577 -40 1841.3529407404565 1846.0080590942996 150 TCGA 1 50 100 1.0 0.002 75 5577 -41 1840.858485177048 1843.094997080127 150 TCGA 1 50 100 1.0 0.002 75 5577 -42 1839.8883571954748 1842.2090911098462 150 TCGA 1 50 100 1.0 0.002 75 5577 -43 1838.7490751869193 1842.8030521258636 150 TCGA 1 50 100 1.0 0.002 75 5577 -44 1838.5085961535276 1841.0728471458856 150 TCGA 1 50 100 1.0 0.002 75 5577 -45 1837.8617719736917 1842.163123356038 150 TCGA 1 50 100 1.0 0.002 75 5577 -46 1837.1071412318227 1839.895935365303 150 TCGA 1 50 100 1.0 0.002 75 5577 -47 1836.5571354873373 1841.8751079616834 150 TCGA 1 50 100 1.0 0.002 75 5577 -48 1835.859419950325 1840.8817604870053 150 TCGA 1 50 100 1.0 0.002 75 5577 -49 1835.3807023963116 1837.5482502846262 150 TCGA 1 50 100 1.0 0.002 75 5577 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_50bs_100e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_50bs_100e_0.5k_TCGA.tsv deleted file mode 100644 index c674663f5..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_50bs_100e_0.5k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2339.6224879867227 2363.9191796384266 50 TCGA 1 100 100 0.5 0.002 75 1040 -1 1959.3486386169373 1977.520875250275 50 TCGA 1 100 100 0.5 0.002 75 1040 -2 1920.324672776895 1924.7071226493797 50 TCGA 1 100 100 0.5 0.002 75 1040 -3 1900.0731493846315 1889.3876707757538 50 TCGA 1 100 100 0.5 0.002 75 1040 -4 1888.6140040250639 1881.3823708385678 50 TCGA 1 100 100 0.5 0.002 75 1040 -5 1879.4896314493021 1870.7358533389604 50 TCGA 1 100 100 0.5 0.002 75 1040 -6 1873.5760066120442 1864.271986764879 50 TCGA 1 100 100 0.5 0.002 75 1040 -7 1868.221591149394 1863.466452747134 50 TCGA 1 100 100 0.5 0.002 75 1040 -8 1864.1520615126462 1859.4625047846655 50 TCGA 1 100 100 0.5 0.002 75 1040 -9 1860.1678600189928 1853.8786547483512 50 TCGA 1 100 100 0.5 0.002 75 1040 -10 1856.464291728944 1855.310584293538 50 TCGA 1 100 100 0.5 0.002 75 1040 -11 1854.2688752123388 1849.02366569174 50 TCGA 1 100 100 0.5 0.002 75 1040 -12 1851.9349008111606 1849.8582763671875 50 TCGA 1 100 100 0.5 0.002 75 1040 -13 1849.6573766603415 1845.9454860974795 50 TCGA 1 100 100 0.5 0.002 75 1040 -14 1847.607651409154 1843.3174355665044 50 TCGA 1 100 100 0.5 0.002 75 1040 -15 1845.6096494981043 1843.3552785902168 50 TCGA 1 100 100 0.5 0.002 75 1040 -16 1843.8542958176658 1840.715989616049 50 TCGA 1 100 100 0.5 0.002 75 1040 -17 1842.7786644638509 1838.468922984061 50 TCGA 1 100 100 0.5 0.002 75 1040 -18 1840.9947000174188 1838.0898719672582 50 TCGA 1 100 100 0.5 0.002 75 1040 -19 1839.8505351146107 1834.7751636600974 50 TCGA 1 100 100 0.5 0.002 75 1040 -20 1838.573805558547 1835.1499047974246 50 TCGA 1 100 100 0.5 0.002 75 1040 -21 1837.5893491329207 1834.698753778659 50 TCGA 1 100 100 0.5 0.002 75 1040 -22 1836.5194785331746 1833.6738962144707 50 TCGA 1 100 100 0.5 0.002 75 1040 -23 1835.4471739939193 1833.3406264722048 50 TCGA 1 100 100 0.5 0.002 75 1040 -24 1834.5696017016976 1832.7441283566268 50 TCGA 1 100 100 0.5 0.002 75 1040 -25 1833.4973990534788 1830.697470506831 50 TCGA 1 100 100 0.5 0.002 75 1040 -26 1832.6821029634132 1828.5500169303548 50 TCGA 1 100 100 0.5 0.002 75 1040 -27 1832.166427113273 1831.3568949483747 50 TCGA 1 100 100 0.5 0.002 75 1040 -28 1831.1608899390408 1831.8038826947236 50 TCGA 1 100 100 0.5 0.002 75 1040 -29 1830.7356893643962 1828.5895615774184 50 TCGA 1 100 100 0.5 0.002 75 1040 -30 1829.9732632769553 1828.8849146857333 50 TCGA 1 100 100 0.5 0.002 75 1040 -31 1829.654897634253 1828.5012409459407 50 TCGA 1 100 100 0.5 0.002 75 1040 -32 1828.6572889942638 1825.521529154562 50 TCGA 1 100 100 0.5 0.002 75 1040 -33 1828.3822055820483 1826.127913738615 50 TCGA 1 100 100 0.5 0.002 75 1040 -34 1828.0858101021406 1825.7775492452497 50 TCGA 1 100 100 0.5 0.002 75 1040 -35 1827.5985098020321 1825.5544899791928 50 TCGA 1 100 100 0.5 0.002 75 1040 -36 1826.8240751242422 1826.3582530572785 50 TCGA 1 100 100 0.5 0.002 75 1040 -37 1826.2409850140875 1826.1785563559988 50 TCGA 1 100 100 0.5 0.002 75 1040 -38 1826.5000120040122 1825.2350062077967 50 TCGA 1 100 100 0.5 0.002 75 1040 -39 1825.8402095930505 1823.9217210319173 50 TCGA 1 100 100 0.5 0.002 75 1040 -40 1825.3755179574573 1824.58641657997 50 TCGA 1 100 100 0.5 0.002 75 1040 -41 1825.134652438474 1822.8505479055434 50 TCGA 1 100 100 0.5 0.002 75 1040 -42 1825.0181408556514 1826.4569128601995 50 TCGA 1 100 100 0.5 0.002 75 1040 -43 1825.08770538715 1822.238275729232 50 TCGA 1 100 100 0.5 0.002 75 1040 -44 1824.5063109084397 1824.8811458415123 50 TCGA 1 100 100 0.5 0.002 75 1040 -45 1824.5634229463956 1823.776557960702 50 TCGA 1 100 100 0.5 0.002 75 1040 -46 1823.8415769604064 1822.0810970133873 50 TCGA 1 100 100 0.5 0.002 75 1040 -47 1823.7445418124407 1821.9961244209328 50 TCGA 1 100 100 0.5 0.002 75 1040 -48 1823.520287203009 1820.8360632508245 50 TCGA 1 100 100 0.5 0.002 75 1040 -49 1823.8507843375246 1822.0794966041144 50 TCGA 1 100 100 0.5 0.002 75 1040 -50 1823.6374464438475 1821.541894040515 50 TCGA 1 100 100 0.5 0.002 75 1040 -51 1823.1312109794665 1821.6793108609454 50 TCGA 1 100 100 0.5 0.002 75 1040 -52 1823.1637800310136 1821.3479034577183 50 TCGA 1 100 100 0.5 0.002 75 1040 -53 1822.7825005019613 1822.3677463243955 50 TCGA 1 100 100 0.5 0.002 75 1040 -54 1822.6759903051184 1820.8772868247488 50 TCGA 1 100 100 0.5 0.002 75 1040 -55 1822.411561046438 1820.3627530965373 50 TCGA 1 100 100 0.5 0.002 75 1040 -56 1822.2452878325043 1822.1309581354035 50 TCGA 1 100 100 0.5 0.002 75 1040 -57 1821.91331473588 1823.3928461889525 50 TCGA 1 100 100 0.5 0.002 75 1040 -58 1822.4829822484503 1820.7404674740892 50 TCGA 1 100 100 0.5 0.002 75 1040 -59 1822.1052168565 1822.230766258048 50 TCGA 1 100 100 0.5 0.002 75 1040 -60 1821.766705797112 1820.751812652128 50 TCGA 1 100 100 0.5 0.002 75 1040 -61 1822.199974117115 1819.9046097185144 50 TCGA 1 100 100 0.5 0.002 75 1040 -62 1821.942152433569 1822.2986238565877 50 TCGA 1 100 100 0.5 0.002 75 1040 -63 1822.398781188086 1820.1676920981863 50 TCGA 1 100 100 0.5 0.002 75 1040 -64 1821.8946068575638 1819.911705132106 50 TCGA 1 100 100 0.5 0.002 75 1040 -65 1821.4517075182778 1820.2135666123586 50 TCGA 1 100 100 0.5 0.002 75 1040 -66 1821.4567752416172 1819.930084995289 50 TCGA 1 100 100 0.5 0.002 75 1040 -67 1821.5278772540837 1819.2781301527168 50 TCGA 1 100 100 0.5 0.002 75 1040 -68 1821.4121106012894 1820.3384083503454 50 TCGA 1 100 100 0.5 0.002 75 1040 -69 1821.4559470056515 1820.9675158016646 50 TCGA 1 100 100 0.5 0.002 75 1040 -70 1821.762569631446 1819.087541589785 50 TCGA 1 100 100 0.5 0.002 75 1040 -71 1821.230705260379 1820.33582340413 50 TCGA 1 100 100 0.5 0.002 75 1040 -72 1821.3797221140665 1820.0113372035962 50 TCGA 1 100 100 0.5 0.002 75 1040 -73 1821.4952338621385 1819.4890964833935 50 TCGA 1 100 100 0.5 0.002 75 1040 -74 1821.6733569981784 1818.6245742874528 50 TCGA 1 100 100 0.5 0.002 75 1040 -75 1820.9767242612177 1818.9327533664416 50 TCGA 1 100 100 0.5 0.002 75 1040 -76 1820.7353482923945 1817.6456439914416 50 TCGA 1 100 100 0.5 0.002 75 1040 -77 1821.0012222019234 1819.0501500422033 50 TCGA 1 100 100 0.5 0.002 75 1040 -78 1820.9530987437781 1822.353875701751 50 TCGA 1 100 100 0.5 0.002 75 1040 -79 1821.332892268773 1818.640430546286 50 TCGA 1 100 100 0.5 0.002 75 1040 -80 1820.910776098494 1819.4291323561165 50 TCGA 1 100 100 0.5 0.002 75 1040 -81 1820.9928591387893 1819.356236750157 50 TCGA 1 100 100 0.5 0.002 75 1040 -82 1821.0598295773627 1819.530512057357 50 TCGA 1 100 100 0.5 0.002 75 1040 -83 1820.865523779335 1818.5556763308732 50 TCGA 1 100 100 0.5 0.002 75 1040 -84 1820.9936854671935 1821.400082075416 50 TCGA 1 100 100 0.5 0.002 75 1040 -85 1820.7106774721126 1819.2109442476053 50 TCGA 1 100 100 0.5 0.002 75 1040 -86 1820.718528613859 1818.7201939875158 50 TCGA 1 100 100 0.5 0.002 75 1040 -87 1820.3997860642494 1819.522903212351 50 TCGA 1 100 100 0.5 0.002 75 1040 -88 1820.702520180366 1819.3046672571843 50 TCGA 1 100 100 0.5 0.002 75 1040 -89 1820.7399383623267 1819.401162305669 50 TCGA 1 100 100 0.5 0.002 75 1040 -90 1820.5110796487602 1819.122848740774 50 TCGA 1 100 100 0.5 0.002 75 1040 -91 1820.8107496624161 1818.7533872978172 50 TCGA 1 100 100 0.5 0.002 75 1040 -92 1820.5645546481496 1818.5789439139055 50 TCGA 1 100 100 0.5 0.002 75 1040 -93 1820.5829908624532 1822.0177216649654 50 TCGA 1 100 100 0.5 0.002 75 1040 -94 1820.5209776040285 1819.3468011443938 50 TCGA 1 100 100 0.5 0.002 75 1040 -95 1820.610242068468 1819.1055779385208 50 TCGA 1 100 100 0.5 0.002 75 1040 -96 1820.6812527632392 1818.472504735592 50 TCGA 1 100 100 0.5 0.002 75 1040 -97 1820.8667932615335 1818.6236075396514 50 TCGA 1 100 100 0.5 0.002 75 1040 -98 1820.1346407750978 1818.8878069546954 50 TCGA 1 100 100 0.5 0.002 75 1040 -99 1820.6738461923328 1818.775821858315 50 TCGA 1 100 100 0.5 0.002 75 1040 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_50bs_100e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_50bs_100e_0k_TCGA.tsv deleted file mode 100644 index 35ff4d32c..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_50bs_100e_0k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2357.7353318601145 2573.0242263563914 50 TCGA 1 100 100 0.0 0.002 75 2611 -1 1958.6640074532245 1944.264819581305 50 TCGA 1 100 100 0.0 0.002 75 2611 -2 1919.6119757148886 1917.7273035097362 50 TCGA 1 100 100 0.0 0.002 75 2611 -3 1900.4031523244564 1894.9522453576476 50 TCGA 1 100 100 0.0 0.002 75 2611 -4 1889.1421163861062 1883.1171881134187 50 TCGA 1 100 100 0.0 0.002 75 2611 -5 1879.8163088826093 1873.835618522299 50 TCGA 1 100 100 0.0 0.002 75 2611 -6 1873.16750434052 1869.2647103927843 50 TCGA 1 100 100 0.0 0.002 75 2611 -7 1868.5314751195115 1866.99447371133 50 TCGA 1 100 100 0.0 0.002 75 2611 -8 1864.4569912729605 1862.8676040112673 50 TCGA 1 100 100 0.0 0.002 75 2611 -9 1860.148954176666 1857.5523927008087 50 TCGA 1 100 100 0.0 0.002 75 2611 -10 1857.450607454794 1855.2944777598932 50 TCGA 1 100 100 0.0 0.002 75 2611 -11 1854.6100161995575 1852.6275278982805 50 TCGA 1 100 100 0.0 0.002 75 2611 -12 1851.9916938094505 1847.304839014408 50 TCGA 1 100 100 0.0 0.002 75 2611 -13 1850.3178147525578 1847.1344398996937 50 TCGA 1 100 100 0.0 0.002 75 2611 -14 1847.6289976630737 1847.656205220438 50 TCGA 1 100 100 0.0 0.002 75 2611 -15 1846.5271202791666 1844.1070667055983 50 TCGA 1 100 100 0.0 0.002 75 2611 -16 1844.3593377752993 1842.1320199630968 50 TCGA 1 100 100 0.0 0.002 75 2611 -17 1842.9495458014244 1843.9899656976288 50 TCGA 1 100 100 0.0 0.002 75 2611 -18 1841.558801864963 1841.8072577241678 50 TCGA 1 100 100 0.0 0.002 75 2611 -19 1840.116819381501 1841.6950567044205 50 TCGA 1 100 100 0.0 0.002 75 2611 -20 1838.6846188190646 1837.1811781073336 50 TCGA 1 100 100 0.0 0.002 75 2611 -21 1837.6851887439482 1835.8871628651068 50 TCGA 1 100 100 0.0 0.002 75 2611 -22 1836.4235742285603 1837.457809678274 50 TCGA 1 100 100 0.0 0.002 75 2611 -23 1835.9219264087833 1834.8718605233198 50 TCGA 1 100 100 0.0 0.002 75 2611 -24 1834.6468500681708 1833.3361859345555 50 TCGA 1 100 100 0.0 0.002 75 2611 -25 1833.7571005571606 1833.5236632380654 50 TCGA 1 100 100 0.0 0.002 75 2611 -26 1833.153203869494 1830.5797934987438 50 TCGA 1 100 100 0.0 0.002 75 2611 -27 1832.0401222185574 1829.7939999067603 50 TCGA 1 100 100 0.0 0.002 75 2611 -28 1831.3842815948872 1830.4535893579225 50 TCGA 1 100 100 0.0 0.002 75 2611 -29 1830.8789757806178 1830.9854889682788 50 TCGA 1 100 100 0.0 0.002 75 2611 -30 1829.9817364608912 1830.6556948561165 50 TCGA 1 100 100 0.0 0.002 75 2611 -31 1829.5248139691494 1829.4448358737045 50 TCGA 1 100 100 0.0 0.002 75 2611 -32 1828.7711688779484 1827.2537418538002 50 TCGA 1 100 100 0.0 0.002 75 2611 -33 1828.3691486095076 1827.8850214205795 50 TCGA 1 100 100 0.0 0.002 75 2611 -34 1827.839732171276 1828.769941013662 50 TCGA 1 100 100 0.0 0.002 75 2611 -35 1827.3199509762137 1828.1204925997174 50 TCGA 1 100 100 0.0 0.002 75 2611 -36 1827.0174671594207 1826.6761738379396 50 TCGA 1 100 100 0.0 0.002 75 2611 -37 1826.3760172616878 1826.3538928774733 50 TCGA 1 100 100 0.0 0.002 75 2611 -38 1825.9641100064573 1825.2373365852702 50 TCGA 1 100 100 0.0 0.002 75 2611 -39 1825.8373361649903 1826.2413244199513 50 TCGA 1 100 100 0.0 0.002 75 2611 -40 1825.5489067301605 1823.648004426429 50 TCGA 1 100 100 0.0 0.002 75 2611 -41 1825.0492089287832 1824.7842735405543 50 TCGA 1 100 100 0.0 0.002 75 2611 -42 1824.9096265474138 1825.2452766763506 50 TCGA 1 100 100 0.0 0.002 75 2611 -43 1825.1465047314066 1824.3559791143216 50 TCGA 1 100 100 0.0 0.002 75 2611 -44 1824.4938713863155 1822.287467611495 50 TCGA 1 100 100 0.0 0.002 75 2611 -45 1824.0361502803134 1822.9448254455874 50 TCGA 1 100 100 0.0 0.002 75 2611 -46 1823.8847405405659 1824.9149200592808 50 TCGA 1 100 100 0.0 0.002 75 2611 -47 1823.9334213336886 1823.6242596036825 50 TCGA 1 100 100 0.0 0.002 75 2611 -48 1823.4868295547992 1822.2219943712705 50 TCGA 1 100 100 0.0 0.002 75 2611 -49 1823.2326125766513 1821.8867101621388 50 TCGA 1 100 100 0.0 0.002 75 2611 -50 1823.073418991203 1824.845090319763 50 TCGA 1 100 100 0.0 0.002 75 2611 -51 1823.3681323561023 1822.6963295481312 50 TCGA 1 100 100 0.0 0.002 75 2611 -52 1822.9117766417673 1822.869717851955 50 TCGA 1 100 100 0.0 0.002 75 2611 -53 1822.9462145177206 1823.5625208562342 50 TCGA 1 100 100 0.0 0.002 75 2611 -54 1822.761669984552 1824.1380425074592 50 TCGA 1 100 100 0.0 0.002 75 2611 -55 1822.493024428996 1821.9337943379005 50 TCGA 1 100 100 0.0 0.002 75 2611 -56 1822.4722071963904 1821.8074681267667 50 TCGA 1 100 100 0.0 0.002 75 2611 -57 1822.4020754787216 1822.6164207266802 50 TCGA 1 100 100 0.0 0.002 75 2611 -58 1821.890229971258 1821.1893917831344 50 TCGA 1 100 100 0.0 0.002 75 2611 -59 1821.8419215750223 1820.9789082129396 50 TCGA 1 100 100 0.0 0.002 75 2611 -60 1821.8206864229362 1821.327894968004 50 TCGA 1 100 100 0.0 0.002 75 2611 -61 1821.6496203652796 1820.6322604232098 50 TCGA 1 100 100 0.0 0.002 75 2611 -62 1821.699454333849 1821.7805525429883 50 TCGA 1 100 100 0.0 0.002 75 2611 -63 1822.0800437343908 1821.619603756085 50 TCGA 1 100 100 0.0 0.002 75 2611 -64 1821.5620008865255 1821.780870293852 50 TCGA 1 100 100 0.0 0.002 75 2611 -65 1821.6481542816146 1821.1466506114557 50 TCGA 1 100 100 0.0 0.002 75 2611 -66 1821.8588548897233 1823.5965668184674 50 TCGA 1 100 100 0.0 0.002 75 2611 -67 1821.532801242662 1820.669264290201 50 TCGA 1 100 100 0.0 0.002 75 2611 -68 1821.2160363574687 1822.6516591747802 50 TCGA 1 100 100 0.0 0.002 75 2611 -69 1821.3110706641453 1820.7324721753298 50 TCGA 1 100 100 0.0 0.002 75 2611 -70 1821.3402076446127 1821.141735287767 50 TCGA 1 100 100 0.0 0.002 75 2611 -71 1821.455250990951 1822.6022010688207 50 TCGA 1 100 100 0.0 0.002 75 2611 -72 1821.3030725584085 1820.3050665927292 50 TCGA 1 100 100 0.0 0.002 75 2611 -73 1821.316618983987 1820.2944256193075 50 TCGA 1 100 100 0.0 0.002 75 2611 -74 1820.8535834115614 1820.2685326044284 50 TCGA 1 100 100 0.0 0.002 75 2611 -75 1821.0901418473654 1819.4466914651382 50 TCGA 1 100 100 0.0 0.002 75 2611 -76 1820.7726049583955 1820.1458942662532 50 TCGA 1 100 100 0.0 0.002 75 2611 -77 1821.1675376138433 1820.430911883637 50 TCGA 1 100 100 0.0 0.002 75 2611 -78 1820.9147591550964 1819.435407628965 50 TCGA 1 100 100 0.0 0.002 75 2611 -79 1820.5618045166914 1820.238095997566 50 TCGA 1 100 100 0.0 0.002 75 2611 -80 1820.7980855521726 1819.6413494474325 50 TCGA 1 100 100 0.0 0.002 75 2611 -81 1821.0176472332291 1820.8620439845713 50 TCGA 1 100 100 0.0 0.002 75 2611 -82 1820.5319135452783 1819.7441792703753 50 TCGA 1 100 100 0.0 0.002 75 2611 -83 1820.5754437178875 1819.4671367089354 50 TCGA 1 100 100 0.0 0.002 75 2611 -84 1820.7088156511827 1820.0705689089982 50 TCGA 1 100 100 0.0 0.002 75 2611 -85 1820.67213200304 1820.9246715756517 50 TCGA 1 100 100 0.0 0.002 75 2611 -86 1820.6875958413414 1819.5485023996937 50 TCGA 1 100 100 0.0 0.002 75 2611 -87 1820.291595237571 1819.4793768647928 50 TCGA 1 100 100 0.0 0.002 75 2611 -88 1820.4938188602462 1820.0338183839117 50 TCGA 1 100 100 0.0 0.002 75 2611 -89 1820.3588406102626 1820.728690449317 50 TCGA 1 100 100 0.0 0.002 75 2611 -90 1820.4141102844164 1819.0462419519472 50 TCGA 1 100 100 0.0 0.002 75 2611 -91 1820.1202877235007 1819.0880764908527 50 TCGA 1 100 100 0.0 0.002 75 2611 -92 1820.5133342093582 1821.093516287492 50 TCGA 1 100 100 0.0 0.002 75 2611 -93 1820.8667220822374 1821.5552512317447 50 TCGA 1 100 100 0.0 0.002 75 2611 -94 1820.5173530872412 1819.4327245357647 50 TCGA 1 100 100 0.0 0.002 75 2611 -95 1820.2801505496611 1819.6166838832837 50 TCGA 1 100 100 0.0 0.002 75 2611 -96 1820.7073141958767 1821.031620504868 50 TCGA 1 100 100 0.0 0.002 75 2611 -97 1820.739303512224 1821.228765286393 50 TCGA 1 100 100 0.0 0.002 75 2611 -98 1820.350639103965 1820.1696863222362 50 TCGA 1 100 100 0.0 0.002 75 2611 -99 1820.45711433793 1819.3212111583307 50 TCGA 1 100 100 0.0 0.002 75 2611 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_50bs_100e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_50bs_100e_1k_TCGA.tsv deleted file mode 100644 index 1c03eb055..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_50bs_100e_1k_TCGA.tsv +++ /dev/null @@ -1,101 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2349.315803855694 2814.284476582129 50 TCGA 1 100 100 1.0 0.002 75 6570 -1 1957.5348739036426 2003.3992018196452 50 TCGA 1 100 100 1.0 0.002 75 6570 -2 1920.99735692362 1909.2817891949985 50 TCGA 1 100 100 1.0 0.002 75 6570 -3 1900.3073562194572 1892.8064823629868 50 TCGA 1 100 100 1.0 0.002 75 6570 -4 1888.6978604844378 1885.3115160764762 50 TCGA 1 100 100 1.0 0.002 75 6570 -5 1879.8339646453635 1875.927500662492 50 TCGA 1 100 100 1.0 0.002 75 6570 -6 1874.209525577457 1870.4637150596734 50 TCGA 1 100 100 1.0 0.002 75 6570 -7 1867.4000197269113 1865.089622919284 50 TCGA 1 100 100 1.0 0.002 75 6570 -8 1863.6443622672994 1866.1747016331658 50 TCGA 1 100 100 1.0 0.002 75 6570 -9 1860.4284263838215 1859.8361276597832 50 TCGA 1 100 100 1.0 0.002 75 6570 -10 1857.1987741927853 1856.1682766861652 50 TCGA 1 100 100 1.0 0.002 75 6570 -11 1854.022829423886 1854.117718720556 50 TCGA 1 100 100 1.0 0.002 75 6570 -12 1851.462542781155 1851.4457468004082 50 TCGA 1 100 100 1.0 0.002 75 6570 -13 1849.7505067437205 1848.5531392313128 50 TCGA 1 100 100 1.0 0.002 75 6570 -14 1847.5422479915012 1848.9860655818154 50 TCGA 1 100 100 1.0 0.002 75 6570 -15 1845.7998889063415 1844.214982996035 50 TCGA 1 100 100 1.0 0.002 75 6570 -16 1844.142681174199 1849.1352956187186 50 TCGA 1 100 100 1.0 0.002 75 6570 -17 1842.8525372094402 1841.415965938089 50 TCGA 1 100 100 1.0 0.002 75 6570 -18 1841.1632462544212 1840.885141650636 50 TCGA 1 100 100 1.0 0.002 75 6570 -19 1839.7347694292228 1843.2562102504712 50 TCGA 1 100 100 1.0 0.002 75 6570 -20 1838.5709157118322 1836.8025123174466 50 TCGA 1 100 100 1.0 0.002 75 6570 -21 1837.4758860786812 1835.8159296237045 50 TCGA 1 100 100 1.0 0.002 75 6570 -22 1835.9662305199818 1836.1013606852623 50 TCGA 1 100 100 1.0 0.002 75 6570 -23 1835.4467939667861 1835.529353922935 50 TCGA 1 100 100 1.0 0.002 75 6570 -24 1834.2191551115673 1836.8870052165123 50 TCGA 1 100 100 1.0 0.002 75 6570 -25 1833.8661856759352 1832.723317515311 50 TCGA 1 100 100 1.0 0.002 75 6570 -26 1832.6239677503288 1832.630000588882 50 TCGA 1 100 100 1.0 0.002 75 6570 -27 1831.9379572288733 1832.559604050526 50 TCGA 1 100 100 1.0 0.002 75 6570 -28 1831.1675443720612 1830.6497784331816 50 TCGA 1 100 100 1.0 0.002 75 6570 -29 1830.5695012140811 1830.5058820714903 50 TCGA 1 100 100 1.0 0.002 75 6570 -30 1829.9066263073883 1831.2214343200376 50 TCGA 1 100 100 1.0 0.002 75 6570 -31 1829.2511994201884 1831.1186179923052 50 TCGA 1 100 100 1.0 0.002 75 6570 -32 1828.6398355011588 1830.7022508784155 50 TCGA 1 100 100 1.0 0.002 75 6570 -33 1827.977803014514 1828.293939791732 50 TCGA 1 100 100 1.0 0.002 75 6570 -34 1827.5685230301538 1827.6532730792635 50 TCGA 1 100 100 1.0 0.002 75 6570 -35 1827.4846765718526 1826.3097776480056 50 TCGA 1 100 100 1.0 0.002 75 6570 -36 1826.6922405629116 1827.0763129612908 50 TCGA 1 100 100 1.0 0.002 75 6570 -37 1826.4550384068439 1826.1556022298994 50 TCGA 1 100 100 1.0 0.002 75 6570 -38 1825.9135030667048 1826.711666241363 50 TCGA 1 100 100 1.0 0.002 75 6570 -39 1825.8919642716996 1825.5673975345478 50 TCGA 1 100 100 1.0 0.002 75 6570 -40 1825.2761292055736 1826.3573991785097 50 TCGA 1 100 100 1.0 0.002 75 6570 -41 1825.0719540929513 1826.2961769295698 50 TCGA 1 100 100 1.0 0.002 75 6570 -42 1824.6389733923506 1824.6314022505103 50 TCGA 1 100 100 1.0 0.002 75 6570 -43 1824.7172143993428 1824.6292338155622 50 TCGA 1 100 100 1.0 0.002 75 6570 -44 1824.4270623410728 1824.4629016665358 50 TCGA 1 100 100 1.0 0.002 75 6570 -45 1824.033727649919 1823.987677032624 50 TCGA 1 100 100 1.0 0.002 75 6570 -46 1824.1939248171138 1825.1221107981312 50 TCGA 1 100 100 1.0 0.002 75 6570 -47 1823.2885586721236 1825.103405209642 50 TCGA 1 100 100 1.0 0.002 75 6570 -48 1823.3732444029965 1823.1926545569645 50 TCGA 1 100 100 1.0 0.002 75 6570 -49 1823.246412203772 1823.358860341748 50 TCGA 1 100 100 1.0 0.002 75 6570 -50 1822.8927583895645 1824.70459904503 50 TCGA 1 100 100 1.0 0.002 75 6570 -51 1823.1827501990404 1822.916703267313 50 TCGA 1 100 100 1.0 0.002 75 6570 -52 1822.8984894538007 1824.1055159832365 50 TCGA 1 100 100 1.0 0.002 75 6570 -53 1822.4624619686733 1822.3911059202262 50 TCGA 1 100 100 1.0 0.002 75 6570 -54 1822.9271494212567 1823.3261724884187 50 TCGA 1 100 100 1.0 0.002 75 6570 -55 1822.264937501199 1821.8969898319724 50 TCGA 1 100 100 1.0 0.002 75 6570 -56 1822.5711876347284 1822.8482267293498 50 TCGA 1 100 100 1.0 0.002 75 6570 -57 1822.134797276896 1821.688982632891 50 TCGA 1 100 100 1.0 0.002 75 6570 -58 1821.867175346108 1823.5684029277245 50 TCGA 1 100 100 1.0 0.002 75 6570 -59 1821.8472546537962 1823.3066185419284 50 TCGA 1 100 100 1.0 0.002 75 6570 -60 1821.8485146799396 1821.715064580716 50 TCGA 1 100 100 1.0 0.002 75 6570 -61 1821.59762090561 1821.9060757891018 50 TCGA 1 100 100 1.0 0.002 75 6570 -62 1821.9351901201176 1822.779157628965 50 TCGA 1 100 100 1.0 0.002 75 6570 -63 1821.6049468547908 1822.3771469652952 50 TCGA 1 100 100 1.0 0.002 75 6570 -64 1821.7104063394918 1823.2727596723853 50 TCGA 1 100 100 1.0 0.002 75 6570 -65 1821.7350540782793 1825.9582372310772 50 TCGA 1 100 100 1.0 0.002 75 6570 -66 1821.3951081102323 1822.251662977976 50 TCGA 1 100 100 1.0 0.002 75 6570 -67 1821.7259000583822 1822.562076127709 50 TCGA 1 100 100 1.0 0.002 75 6570 -68 1821.4447354081353 1822.4153512925957 50 TCGA 1 100 100 1.0 0.002 75 6570 -69 1821.189830576925 1823.969452364361 50 TCGA 1 100 100 1.0 0.002 75 6570 -70 1821.2056088086176 1821.8130263132066 50 TCGA 1 100 100 1.0 0.002 75 6570 -71 1820.8335944694231 1820.612023128337 50 TCGA 1 100 100 1.0 0.002 75 6570 -72 1820.8201208581934 1821.5270082099953 50 TCGA 1 100 100 1.0 0.002 75 6570 -73 1821.1856940024957 1821.2132954813128 50 TCGA 1 100 100 1.0 0.002 75 6570 -74 1820.9722473505606 1822.0347047738694 50 TCGA 1 100 100 1.0 0.002 75 6570 -75 1820.8696700687028 1820.604178730567 50 TCGA 1 100 100 1.0 0.002 75 6570 -76 1821.1242802361583 1820.7473310154287 50 TCGA 1 100 100 1.0 0.002 75 6570 -77 1821.357790702022 1821.959827212233 50 TCGA 1 100 100 1.0 0.002 75 6570 -78 1820.782950890864 1821.7216342945194 50 TCGA 1 100 100 1.0 0.002 75 6570 -79 1820.6646554518763 1821.69512540731 50 TCGA 1 100 100 1.0 0.002 75 6570 -80 1820.342657553137 1820.6999542389683 50 TCGA 1 100 100 1.0 0.002 75 6570 -81 1820.7142916880678 1823.020431135168 50 TCGA 1 100 100 1.0 0.002 75 6570 -82 1820.9346852022059 1821.255337355724 50 TCGA 1 100 100 1.0 0.002 75 6570 -83 1820.595331627392 1821.004284115892 50 TCGA 1 100 100 1.0 0.002 75 6570 -84 1820.805558465344 1823.975087228133 50 TCGA 1 100 100 1.0 0.002 75 6570 -85 1820.8858751717896 1822.1582902304492 50 TCGA 1 100 100 1.0 0.002 75 6570 -86 1820.3510731559657 1820.7749741137327 50 TCGA 1 100 100 1.0 0.002 75 6570 -87 1820.6389224468323 1822.927941097087 50 TCGA 1 100 100 1.0 0.002 75 6570 -88 1820.2903590423214 1822.2698729241913 50 TCGA 1 100 100 1.0 0.002 75 6570 -89 1820.5391675248877 1820.882878135796 50 TCGA 1 100 100 1.0 0.002 75 6570 -90 1820.336017208821 1820.431448011542 50 TCGA 1 100 100 1.0 0.002 75 6570 -91 1820.1801120278185 1820.0631244601916 50 TCGA 1 100 100 1.0 0.002 75 6570 -92 1820.3024667577426 1821.3336273653424 50 TCGA 1 100 100 1.0 0.002 75 6570 -93 1820.3893749476783 1822.8553822579695 50 TCGA 1 100 100 1.0 0.002 75 6570 -94 1820.0360338509329 1820.2980128916065 50 TCGA 1 100 100 1.0 0.002 75 6570 -95 1820.243657180781 1820.5977746398005 50 TCGA 1 100 100 1.0 0.002 75 6570 -96 1820.3085461563398 1820.2166269580323 50 TCGA 1 100 100 1.0 0.002 75 6570 -97 1819.9954146308444 1821.3658324581893 50 TCGA 1 100 100 1.0 0.002 75 6570 -98 1820.1002606573827 1820.654999239361 50 TCGA 1 100 100 1.0 0.002 75 6570 -99 1820.186831781196 1820.0212586369346 50 TCGA 1 100 100 1.0 0.002 75 6570 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_50bs_50e_0.5k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_50bs_50e_0.5k_TCGA.tsv deleted file mode 100644 index 01d5404a0..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_50bs_50e_0.5k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2348.318992004156 2343.9535752492934 50 TCGA 1 50 100 0.5 0.002 75 2068 -1 1960.0122589441744 1938.4636794813914 50 TCGA 1 50 100 0.5 0.002 75 2068 -2 1921.2335493528678 1911.787729541261 50 TCGA 1 50 100 0.5 0.002 75 2068 -3 1902.1271498899719 1897.2506974570117 50 TCGA 1 50 100 0.5 0.002 75 2068 -4 1889.4834575037803 1889.8893895748272 50 TCGA 1 50 100 0.5 0.002 75 2068 -5 1880.7156009020478 1878.5465646101602 50 TCGA 1 50 100 0.5 0.002 75 2068 -6 1874.9242721235717 1870.238976253337 50 TCGA 1 50 100 0.5 0.002 75 2068 -7 1868.4592834397715 1865.7691104448022 50 TCGA 1 50 100 0.5 0.002 75 2068 -8 1864.7703078864263 1859.9356296865185 50 TCGA 1 50 100 0.5 0.002 75 2068 -9 1860.3310744716382 1857.3049230527638 50 TCGA 1 50 100 0.5 0.002 75 2068 -10 1856.9587883049255 1855.6248552331972 50 TCGA 1 50 100 0.5 0.002 75 2068 -11 1853.6714640567445 1851.9197636129868 50 TCGA 1 50 100 0.5 0.002 75 2068 -12 1851.958226623433 1850.9270295569645 50 TCGA 1 50 100 0.5 0.002 75 2068 -13 1849.2976711753065 1847.472870333111 50 TCGA 1 50 100 0.5 0.002 75 2068 -14 1847.8588235512125 1847.9664502934595 50 TCGA 1 50 100 0.5 0.002 75 2068 -15 1845.7712892995826 1844.0239460240657 50 TCGA 1 50 100 0.5 0.002 75 2068 -16 1844.1356885168939 1843.3245726925643 50 TCGA 1 50 100 0.5 0.002 75 2068 -17 1842.3833399135121 1849.634909778384 50 TCGA 1 50 100 0.5 0.002 75 2068 -18 1841.2530980979323 1841.6673430629712 50 TCGA 1 50 100 0.5 0.002 75 2068 -19 1839.9823755212549 1842.034664288238 50 TCGA 1 50 100 0.5 0.002 75 2068 -20 1838.9076179396243 1838.59607731038 50 TCGA 1 50 100 0.5 0.002 75 2068 -21 1837.556331191269 1837.9651854241913 50 TCGA 1 50 100 0.5 0.002 75 2068 -22 1836.2860976452407 1835.9863453007224 50 TCGA 1 50 100 0.5 0.002 75 2068 -23 1835.3816691621205 1833.9970654051508 50 TCGA 1 50 100 0.5 0.002 75 2068 -24 1834.7665410246723 1832.9722931061558 50 TCGA 1 50 100 0.5 0.002 75 2068 -25 1833.6033475824547 1832.6228818653815 50 TCGA 1 50 100 0.5 0.002 75 2068 -26 1832.9719575102115 1834.196734404444 50 TCGA 1 50 100 0.5 0.002 75 2068 -27 1831.926789096509 1831.885535465413 50 TCGA 1 50 100 0.5 0.002 75 2068 -28 1831.4511793008646 1832.8082349000863 50 TCGA 1 50 100 0.5 0.002 75 2068 -29 1830.5038625123393 1830.6760922532585 50 TCGA 1 50 100 0.5 0.002 75 2068 -30 1829.9104945969136 1830.655629833739 50 TCGA 1 50 100 0.5 0.002 75 2068 -31 1829.2946488211924 1829.1758462723776 50 TCGA 1 50 100 0.5 0.002 75 2068 -32 1828.823285366518 1828.8339549309046 50 TCGA 1 50 100 0.5 0.002 75 2068 -33 1827.799073382911 1829.8267129102544 50 TCGA 1 50 100 0.5 0.002 75 2068 -34 1827.8015231688064 1829.105019727544 50 TCGA 1 50 100 0.5 0.002 75 2068 -35 1827.2020966472044 1825.8873168331893 50 TCGA 1 50 100 0.5 0.002 75 2068 -36 1826.6527650894657 1826.792255957522 50 TCGA 1 50 100 0.5 0.002 75 2068 -37 1826.6438352489247 1826.020332988183 50 TCGA 1 50 100 0.5 0.002 75 2068 -38 1826.1836463850727 1826.4913084710663 50 TCGA 1 50 100 0.5 0.002 75 2068 -39 1825.7837725457423 1825.0078370367462 50 TCGA 1 50 100 0.5 0.002 75 2068 -40 1825.2834453171872 1827.9821789612124 50 TCGA 1 50 100 0.5 0.002 75 2068 -41 1825.0583621447793 1827.7846115342336 50 TCGA 1 50 100 0.5 0.002 75 2068 -42 1824.6874447079665 1825.330674981352 50 TCGA 1 50 100 0.5 0.002 75 2068 -43 1824.5278153400866 1824.9749528894472 50 TCGA 1 50 100 0.5 0.002 75 2068 -44 1824.2608675960453 1826.4510271081972 50 TCGA 1 50 100 0.5 0.002 75 2068 -45 1824.1091144407203 1824.4836806100816 50 TCGA 1 50 100 0.5 0.002 75 2068 -46 1824.14334728106 1824.713801551704 50 TCGA 1 50 100 0.5 0.002 75 2068 -47 1823.239056237748 1823.7968615047896 50 TCGA 1 50 100 0.5 0.002 75 2068 -48 1823.6740564464897 1823.525543979664 50 TCGA 1 50 100 0.5 0.002 75 2068 -49 1823.162731771451 1824.5405623086133 50 TCGA 1 50 100 0.5 0.002 75 2068 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_50bs_50e_0k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_50bs_50e_0k_TCGA.tsv deleted file mode 100644 index 3a9e56a93..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_50bs_50e_0k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2344.65718159855 2448.913217209092 50 TCGA 1 50 100 0.0 0.002 75 6704 -1 1954.5090195504347 1941.554039116481 50 TCGA 1 50 100 0.0 0.002 75 6704 -2 1918.4847141780656 1920.1605629465687 50 TCGA 1 50 100 0.0 0.002 75 6704 -3 1899.9087896456688 1896.8884252807004 50 TCGA 1 50 100 0.0 0.002 75 6704 -4 1887.2403659967456 1878.554697928117 50 TCGA 1 50 100 0.0 0.002 75 6704 -5 1879.5016919798265 1873.2388081766253 50 TCGA 1 50 100 0.0 0.002 75 6704 -6 1872.663797839463 1868.3375826888348 50 TCGA 1 50 100 0.0 0.002 75 6704 -7 1867.1477311299652 1864.9923758195273 50 TCGA 1 50 100 0.0 0.002 75 6704 -8 1864.1051963774644 1858.4662558397456 50 TCGA 1 50 100 0.0 0.002 75 6704 -9 1860.3169461307893 1856.173174220713 50 TCGA 1 50 100 0.0 0.002 75 6704 -10 1857.6879238192957 1853.2167171305748 50 TCGA 1 50 100 0.0 0.002 75 6704 -11 1853.8810472425598 1855.105901823571 50 TCGA 1 50 100 0.0 0.002 75 6704 -12 1851.4287012498125 1848.06870166261 50 TCGA 1 50 100 0.0 0.002 75 6704 -13 1849.334134023202 1848.0628551694017 50 TCGA 1 50 100 0.0 0.002 75 6704 -14 1847.4906058181064 1844.7679903423366 50 TCGA 1 50 100 0.0 0.002 75 6704 -15 1845.8392406471712 1843.4388102622488 50 TCGA 1 50 100 0.0 0.002 75 6704 -16 1844.2446163572201 1842.2955671914258 50 TCGA 1 50 100 0.0 0.002 75 6704 -17 1842.2811296328675 1847.5233614360866 50 TCGA 1 50 100 0.0 0.002 75 6704 -18 1840.8697383049039 1838.0565351169912 50 TCGA 1 50 100 0.0 0.002 75 6704 -19 1840.1588488890798 1839.8190095987752 50 TCGA 1 50 100 0.0 0.002 75 6704 -20 1838.6589585738677 1837.5776489871232 50 TCGA 1 50 100 0.0 0.002 75 6704 -21 1837.5369044756408 1836.4450886021907 50 TCGA 1 50 100 0.0 0.002 75 6704 -22 1836.6791300968955 1835.5874047974246 50 TCGA 1 50 100 0.0 0.002 75 6704 -23 1835.240712859559 1832.979923420815 50 TCGA 1 50 100 0.0 0.002 75 6704 -24 1834.361977649701 1832.6340969986652 50 TCGA 1 50 100 0.0 0.002 75 6704 -25 1833.0750817853382 1833.194658595713 50 TCGA 1 50 100 0.0 0.002 75 6704 -26 1832.736863931783 1830.90659228761 50 TCGA 1 50 100 0.0 0.002 75 6704 -27 1831.6869003035313 1830.7380966109847 50 TCGA 1 50 100 0.0 0.002 75 6704 -28 1831.2723531466481 1830.977820621663 50 TCGA 1 50 100 0.0 0.002 75 6704 -29 1830.7260908554117 1831.2164729899498 50 TCGA 1 50 100 0.0 0.002 75 6704 -30 1829.5487009315223 1829.9474036441975 50 TCGA 1 50 100 0.0 0.002 75 6704 -31 1829.0833178184996 1831.8668979663944 50 TCGA 1 50 100 0.0 0.002 75 6704 -32 1828.8865010018512 1828.5503935694096 50 TCGA 1 50 100 0.0 0.002 75 6704 -33 1828.1243679567378 1827.0321075592808 50 TCGA 1 50 100 0.0 0.002 75 6704 -34 1827.5741646433798 1827.1961504298838 50 TCGA 1 50 100 0.0 0.002 75 6704 -35 1827.0257677771654 1826.941794544009 50 TCGA 1 50 100 0.0 0.002 75 6704 -36 1826.7422293028485 1826.1790838960428 50 TCGA 1 50 100 0.0 0.002 75 6704 -37 1825.9822843943155 1826.119671845556 50 TCGA 1 50 100 0.0 0.002 75 6704 -38 1825.8656886062768 1825.5503254799387 50 TCGA 1 50 100 0.0 0.002 75 6704 -39 1825.6400076313362 1827.0824876334798 50 TCGA 1 50 100 0.0 0.002 75 6704 -40 1825.3032443343243 1825.045021862241 50 TCGA 1 50 100 0.0 0.002 75 6704 -41 1825.0482924544715 1826.240724496506 50 TCGA 1 50 100 0.0 0.002 75 6704 -42 1824.6944031381677 1824.0584471429413 50 TCGA 1 50 100 0.0 0.002 75 6704 -43 1824.219147167936 1826.3245818938442 50 TCGA 1 50 100 0.0 0.002 75 6704 -44 1824.2182201884104 1824.4611767332758 50 TCGA 1 50 100 0.0 0.002 75 6704 -45 1824.0470094694624 1823.2115141135364 50 TCGA 1 50 100 0.0 0.002 75 6704 -46 1823.731036304057 1823.725764442329 50 TCGA 1 50 100 0.0 0.002 75 6704 -47 1823.6556247694575 1823.3016572118404 50 TCGA 1 50 100 0.0 0.002 75 6704 -48 1823.3189455414074 1824.1383338813207 50 TCGA 1 50 100 0.0 0.002 75 6704 -49 1823.0043197957143 1824.4030099226602 50 TCGA 1 50 100 0.0 0.002 75 6704 diff --git a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_50bs_50e_1k_TCGA.tsv b/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_50bs_50e_1k_TCGA.tsv deleted file mode 100644 index 9d5df70fd..000000000 --- a/1.initial-k-sweep/param_sweep/param_sweep_tybalt_TCGA/paramsweep_75z_0.002lr_50bs_50e_1k_TCGA.tsv +++ /dev/null @@ -1,51 +0,0 @@ - loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2344.0472533512043 2132.693020767902 50 TCGA 1 50 100 1.0 0.002 75 4067 -1 1956.1096136495728 1951.803769825691 50 TCGA 1 50 100 1.0 0.002 75 4067 -2 1919.2468104344923 1916.8430022426587 50 TCGA 1 50 100 1.0 0.002 75 4067 -3 1899.787346294142 1896.8476789464903 50 TCGA 1 50 100 1.0 0.002 75 4067 -4 1887.1732964876014 1884.6935059820587 50 TCGA 1 50 100 1.0 0.002 75 4067 -5 1879.7311603909345 1873.531035916889 50 TCGA 1 50 100 1.0 0.002 75 4067 -6 1872.4210862096818 1869.23005346557 50 TCGA 1 50 100 1.0 0.002 75 4067 -7 1867.2777705805179 1863.367650631085 50 TCGA 1 50 100 1.0 0.002 75 4067 -8 1863.9457702057637 1860.2702698060616 50 TCGA 1 50 100 1.0 0.002 75 4067 -9 1859.7085401584213 1858.2667346743483 50 TCGA 1 50 100 1.0 0.002 75 4067 -10 1856.652105345685 1855.8601264378533 50 TCGA 1 50 100 1.0 0.002 75 4067 -11 1853.5377653581595 1854.2341547827025 50 TCGA 1 50 100 1.0 0.002 75 4067 -12 1851.8573558188693 1849.3919039778973 50 TCGA 1 50 100 1.0 0.002 75 4067 -13 1849.3052501625243 1849.9500965520965 50 TCGA 1 50 100 1.0 0.002 75 4067 -14 1846.9984638679505 1846.0365137454853 50 TCGA 1 50 100 1.0 0.002 75 4067 -15 1845.7069464043882 1844.8976928097518 50 TCGA 1 50 100 1.0 0.002 75 4067 -16 1844.0538792389286 1845.3629708601602 50 TCGA 1 50 100 1.0 0.002 75 4067 -17 1842.561666014099 1841.967867903973 50 TCGA 1 50 100 1.0 0.002 75 4067 -18 1840.725179599643 1840.5117800918656 50 TCGA 1 50 100 1.0 0.002 75 4067 -19 1839.4335949354133 1843.7759635580244 50 TCGA 1 50 100 1.0 0.002 75 4067 -20 1838.3294723652107 1838.278512925958 50 TCGA 1 50 100 1.0 0.002 75 4067 -21 1837.4567192001846 1837.7038028276147 50 TCGA 1 50 100 1.0 0.002 75 4067 -22 1836.297276323695 1838.0614363320508 50 TCGA 1 50 100 1.0 0.002 75 4067 -23 1835.2095679661993 1835.1362433505417 50 TCGA 1 50 100 1.0 0.002 75 4067 -24 1834.3073983493161 1835.3129085368248 50 TCGA 1 50 100 1.0 0.002 75 4067 -25 1833.3279382224753 1833.284826844182 50 TCGA 1 50 100 1.0 0.002 75 4067 -26 1832.1429846127367 1834.8037256595478 50 TCGA 1 50 100 1.0 0.002 75 4067 -27 1831.6315399384523 1831.9278558318938 50 TCGA 1 50 100 1.0 0.002 75 4067 -28 1831.0016800984433 1832.7754488997723 50 TCGA 1 50 100 1.0 0.002 75 4067 -29 1830.0447360240053 1830.7956745396907 50 TCGA 1 50 100 1.0 0.002 75 4067 -30 1829.4948005459114 1831.0236595575534 50 TCGA 1 50 100 1.0 0.002 75 4067 -31 1829.1338362746478 1830.1681871270414 50 TCGA 1 50 100 1.0 0.002 75 4067 -32 1828.4237158105022 1828.5753566416065 50 TCGA 1 50 100 1.0 0.002 75 4067 -33 1827.9773502956612 1829.3962960554727 50 TCGA 1 50 100 1.0 0.002 75 4067 -34 1827.559317397092 1829.6593962242855 50 TCGA 1 50 100 1.0 0.002 75 4067 -35 1827.151601776692 1827.8941576780387 50 TCGA 1 50 100 1.0 0.002 75 4067 -36 1826.4523723715981 1829.2554213940798 50 TCGA 1 50 100 1.0 0.002 75 4067 -37 1825.976620380867 1827.8040182602465 50 TCGA 1 50 100 1.0 0.002 75 4067 -38 1825.9275798488907 1826.9859079332207 50 TCGA 1 50 100 1.0 0.002 75 4067 -39 1825.534482363013 1831.430429123155 50 TCGA 1 50 100 1.0 0.002 75 4067 -40 1824.9678260589474 1826.7896317525126 50 TCGA 1 50 100 1.0 0.002 75 4067 -41 1824.752515964655 1825.828326201319 50 TCGA 1 50 100 1.0 0.002 75 4067 -42 1824.8890370367787 1827.149661883637 50 TCGA 1 50 100 1.0 0.002 75 4067 -43 1824.3957962766797 1825.3362374617227 50 TCGA 1 50 100 1.0 0.002 75 4067 -44 1824.1211184392964 1826.150187583425 50 TCGA 1 50 100 1.0 0.002 75 4067 -45 1823.7784079922033 1827.2458152579302 50 TCGA 1 50 100 1.0 0.002 75 4067 -46 1824.1310041180438 1826.9900896081972 50 TCGA 1 50 100 1.0 0.002 75 4067 -47 1823.5780335596755 1826.6812817750863 50 TCGA 1 50 100 1.0 0.002 75 4067 -48 1823.3389316630796 1826.365106170501 50 TCGA 1 50 100 1.0 0.002 75 4067 -49 1823.2648889810089 1824.6609021670854 50 TCGA 1 50 100 1.0 0.002 75 4067 diff --git a/1.initial-k-sweep/results/param_sweep_adage_GTEX_full-results.tsv b/1.initial-k-sweep/results/param_sweep_adage_GTEX_full-results.tsv deleted file mode 100644 index 9e772cc18..000000000 --- a/1.initial-k-sweep/results/param_sweep_adage_GTEX_full-results.tsv +++ /dev/null @@ -1,14401 +0,0 @@ -train_epoch loss val_loss batch_size dataset epochs learning_rate noise num_components seed sparsity -0 0.16504648920127754 0.16505329458205872 100 GTEX 100 1e-05 0.0 5 208 0.0 -1 0.1647849988254887 0.16456113347762438 100 GTEX 100 1e-05 0.0 5 208 0.0 -2 0.16396460373254065 0.16340737067474612 100 GTEX 100 1e-05 0.0 5 208 0.0 -3 0.16245231930659546 0.1615421914782361 100 GTEX 100 1e-05 0.0 5 208 0.0 -4 0.16026185373135726 0.15909915777213673 100 GTEX 100 1e-05 0.0 5 208 0.0 -5 0.15762303587947613 0.15634274420402802 100 GTEX 100 1e-05 0.0 5 208 0.0 -6 0.15476654535917944 0.15345113613986244 100 GTEX 100 1e-05 0.0 5 208 0.0 -7 0.15184558865209813 0.15055834895757667 100 GTEX 100 1e-05 0.0 5 208 0.0 -8 0.14895977547506956 0.14773224934425644 100 GTEX 100 1e-05 0.0 5 208 0.0 -9 0.1461706105102213 0.145022842084047 100 GTEX 100 1e-05 0.0 5 208 0.0 -10 0.1435163985011922 0.1424607831715631 100 GTEX 100 1e-05 0.0 5 208 0.0 -11 0.1410154389553744 0.1400472832269995 100 GTEX 100 1e-05 0.0 5 208 0.0 -12 0.13867013347498955 0.13779379886366114 100 GTEX 100 1e-05 0.0 5 208 0.0 -13 0.136481361502426 0.1356906003598478 100 GTEX 100 1e-05 0.0 5 208 0.0 -14 0.13444099056880654 0.13372964936064224 100 GTEX 100 1e-05 0.0 5 208 0.0 -15 0.13254200031793367 0.13190067987251644 100 GTEX 100 1e-05 0.0 5 208 0.0 -16 0.13077266505172036 0.13019589496202796 100 GTEX 100 1e-05 0.0 5 208 0.0 -17 0.12912325826897042 0.12860440493989805 100 GTEX 100 1e-05 0.0 5 208 0.0 -18 0.12758369519684853 0.1271162639609308 100 GTEX 100 1e-05 0.0 5 208 0.0 -19 0.12614545926374554 0.12572275946348793 100 GTEX 100 1e-05 0.0 5 208 0.0 -20 0.12479851299427977 0.12441667764245785 100 GTEX 100 1e-05 0.0 5 208 0.0 -21 0.1235353131285184 0.12318660117714125 100 GTEX 100 1e-05 0.0 5 208 0.0 -22 0.12234751211371685 0.1220303289167328 100 GTEX 100 1e-05 0.0 5 208 0.0 -23 0.1212291240163271 0.12093779422031155 100 GTEX 100 1e-05 0.0 5 208 0.0 -24 0.12017301243619807 0.11990345221281958 100 GTEX 100 1e-05 0.0 5 208 0.0 -25 0.11917440539726275 0.11892325085492188 100 GTEX 100 1e-05 0.0 5 208 0.0 -26 0.11822791078598255 0.11799283220854095 100 GTEX 100 1e-05 0.0 5 208 0.0 -27 0.11732910911265253 0.11710638980675105 100 GTEX 100 1e-05 0.0 5 208 0.0 -28 0.11647497268624425 0.11626596728998445 100 GTEX 100 1e-05 0.0 5 208 0.0 -29 0.11566069778131685 0.11546083420741696 100 GTEX 100 1e-05 0.0 5 208 0.0 -30 0.11488358962352645 0.11469230523240885 100 GTEX 100 1e-05 0.0 5 208 0.0 -31 0.11414020456506695 0.1139569594719564 100 GTEX 100 1e-05 0.0 5 208 0.0 -32 0.1134284197523902 0.11324876374051597 100 GTEX 100 1e-05 0.0 5 208 0.0 -33 0.11274530818394501 0.11257056030710387 100 GTEX 100 1e-05 0.0 5 208 0.0 -34 0.1120894494565548 0.11191665783467857 100 GTEX 100 1e-05 0.0 5 208 0.0 -35 0.1114580927642356 0.11128778693340577 100 GTEX 100 1e-05 0.0 5 208 0.0 -36 0.11084985150805594 0.11067939544018683 100 GTEX 100 1e-05 0.0 5 208 0.0 -37 0.11026287155196952 0.11009298562436956 100 GTEX 100 1e-05 0.0 5 208 0.0 -38 0.10969517953411333 0.10952786104080793 100 GTEX 100 1e-05 0.0 5 208 0.0 -39 0.10914663904598072 0.10897844366927564 100 GTEX 100 1e-05 0.0 5 208 0.0 -40 0.1086162071872994 0.10844702265108493 100 GTEX 100 1e-05 0.0 5 208 0.0 -41 0.10810046168690536 0.10792766415120984 100 GTEX 100 1e-05 0.0 5 208 0.0 -42 0.10759989103435952 0.10742621330593928 100 GTEX 100 1e-05 0.0 5 208 0.0 -43 0.10711358012018657 0.10693690761527183 100 GTEX 100 1e-05 0.0 5 208 0.0 -44 0.10664010434017472 0.10646106931646514 100 GTEX 100 1e-05 0.0 5 208 0.0 -45 0.10617894234177656 0.10599542802957528 100 GTEX 100 1e-05 0.0 5 208 0.0 -46 0.10572928142932296 0.10554197781892784 100 GTEX 100 1e-05 0.0 5 208 0.0 -47 0.10528963280965073 0.10509998966079248 100 GTEX 100 1e-05 0.0 5 208 0.0 -48 0.1048589667105254 0.1046687101399944 100 GTEX 100 1e-05 0.0 5 208 0.0 -49 0.10443800044649064 0.10424348114221267 100 GTEX 100 1e-05 0.0 5 208 0.0 -50 0.1040251046156284 0.10382592680902987 100 GTEX 100 1e-05 0.0 5 208 0.0 -51 0.10362001323921573 0.10341727790270468 100 GTEX 100 1e-05 0.0 5 208 0.0 -52 0.10322132826817884 0.10301615490432928 100 GTEX 100 1e-05 0.0 5 208 0.0 -53 0.10282878957045824 0.10261925590355586 100 GTEX 100 1e-05 0.0 5 208 0.0 -54 0.10244144050079199 0.10222932274237333 100 GTEX 100 1e-05 0.0 5 208 0.0 -55 0.10205859204928752 0.10184247400824108 100 GTEX 100 1e-05 0.0 5 208 0.0 -56 0.10167987529061293 0.10146061155392642 100 GTEX 100 1e-05 0.0 5 208 0.0 -57 0.10130490156133966 0.10108230753089993 100 GTEX 100 1e-05 0.0 5 208 0.0 -58 0.1009315876800772 0.10070742811200284 100 GTEX 100 1e-05 0.0 5 208 0.0 -59 0.10056059053272964 0.10033307114028206 100 GTEX 100 1e-05 0.0 5 208 0.0 -60 0.10019142109535936 0.0999611872230646 100 GTEX 100 1e-05 0.0 5 208 0.0 -61 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0.0575297662003171 0.05650536490767175 50 GTEX 100 1e-05 0.1 25 81 0.0 -0 0.15847279446214685 0.13969592585763094 100 GTEX 100 5e-05 0.5 50 8981 0.0 -1 0.12900915534151033 0.11392732576498965 100 GTEX 100 5e-05 0.5 50 8981 0.0 -2 0.11283050832286788 0.10451701212631884 100 GTEX 100 5e-05 0.5 50 8981 0.0 -3 0.10526311142484024 0.09871961267048868 100 GTEX 100 5e-05 0.5 50 8981 0.0 -4 0.09980013592496673 0.09369542305233812 100 GTEX 100 5e-05 0.5 50 8981 0.0 -5 0.09471385487410088 0.08857928865196134 100 GTEX 100 5e-05 0.5 50 8981 0.0 -6 0.08945855198228726 0.08270638946004694 100 GTEX 100 5e-05 0.5 50 8981 0.0 -7 0.083207248564795 0.07590291493292542 100 GTEX 100 5e-05 0.5 50 8981 0.0 -8 0.07668933516018643 0.07003311144308445 100 GTEX 100 5e-05 0.5 50 8981 0.0 -9 0.07179150632310596 0.06651935570593569 100 GTEX 100 5e-05 0.5 50 8981 0.0 -10 0.06888042393179747 0.06476187439699138 100 GTEX 100 5e-05 0.5 50 8981 0.0 -11 0.06703808202472297 0.06376348768746898 100 GTEX 100 5e-05 0.5 50 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0.042159233908009616 100 GTEX 100 5e-05 0.5 50 8981 0.0 -0 0.13318992064884275 0.10562910932778406 50 GTEX 100 5e-05 0.5 125 7978 0.0 -1 0.09911189926763617 0.0902972926205102 50 GTEX 100 5e-05 0.5 125 7978 0.0 -2 0.08340855764432305 0.07207000880243661 50 GTEX 100 5e-05 0.5 125 7978 0.0 -3 0.06780420951651485 0.06315154571638587 50 GTEX 100 5e-05 0.5 125 7978 0.0 -4 0.0626930510112706 0.06109487088290911 50 GTEX 100 5e-05 0.5 125 7978 0.0 -5 0.060788228885134216 0.05958090408106721 50 GTEX 100 5e-05 0.5 125 7978 0.0 -6 0.059273346957931725 0.05825097385099859 50 GTEX 100 5e-05 0.5 125 7978 0.0 -7 0.05789346328973015 0.05699776668993919 50 GTEX 100 5e-05 0.5 125 7978 0.0 -8 0.0567588131547012 0.05579601556147686 50 GTEX 100 5e-05 0.5 125 7978 0.0 -9 0.055554574514261414 0.05476116812557776 50 GTEX 100 5e-05 0.5 125 7978 0.0 -10 0.0545095846460672 0.053785349415905584 50 GTEX 100 5e-05 0.5 125 7978 0.0 -11 0.05372638417677617 0.0529753431224551 50 GTEX 100 5e-05 0.5 125 7978 0.0 -12 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GTEX 100 5e-05 0.5 125 7978 0.0 -25 0.04266489159701064 0.041610469106768924 50 GTEX 100 5e-05 0.5 125 7978 0.0 -26 0.04154926402748317 0.0405915932581112 50 GTEX 100 5e-05 0.5 125 7978 0.0 -27 0.04057915036661881 0.03953730144286564 50 GTEX 100 5e-05 0.5 125 7978 0.0 -28 0.03950634934665271 0.03846136175322669 50 GTEX 100 5e-05 0.5 125 7978 0.0 -29 0.03841806596511582 0.037300721745753926 50 GTEX 100 5e-05 0.5 125 7978 0.0 -30 0.03720590007061803 0.0361960830004043 50 GTEX 100 5e-05 0.5 125 7978 0.0 -31 0.036052602370708065 0.03488325229899058 50 GTEX 100 5e-05 0.5 125 7978 0.0 -32 0.03480642126091836 0.03370437472208825 50 GTEX 100 5e-05 0.5 125 7978 0.0 -33 0.03365626922021877 0.03258544709816745 50 GTEX 100 5e-05 0.5 125 7978 0.0 -34 0.03253477229488347 0.031458766036755466 50 GTEX 100 5e-05 0.5 125 7978 0.0 -35 0.031450972510351234 0.03033084793816615 50 GTEX 100 5e-05 0.5 125 7978 0.0 -36 0.030190156417596526 0.02896995230546016 50 GTEX 100 5e-05 0.5 125 7978 0.0 -37 0.02885773481791905 0.0277271848844768 50 GTEX 100 5e-05 0.5 125 7978 0.0 -38 0.02775065559849381 0.02667306835263854 50 GTEX 100 5e-05 0.5 125 7978 0.0 -39 0.02676711343087156 0.025727008589801908 50 GTEX 100 5e-05 0.5 125 7978 0.0 -40 0.02576860832429189 0.02470982966753353 50 GTEX 100 5e-05 0.5 125 7978 0.0 -41 0.0247504452517522 0.023598902986275157 50 GTEX 100 5e-05 0.5 125 7978 0.0 -42 0.023550979240790672 0.022336994198650238 50 GTEX 100 5e-05 0.5 125 7978 0.0 -43 0.02234771441394 0.02116291624752401 50 GTEX 100 5e-05 0.5 125 7978 0.0 -44 0.021152431939989155 0.01993172821507368 50 GTEX 100 5e-05 0.5 125 7978 0.0 -45 0.020030040047009 0.01892355027406728 50 GTEX 100 5e-05 0.5 125 7978 0.0 -46 0.01884166683182805 0.017506205211234183 50 GTEX 100 5e-05 0.5 125 7978 0.0 -47 0.017064405643268343 0.015048073866748085 50 GTEX 100 5e-05 0.5 125 7978 0.0 -48 0.01378934086549618 0.010787968831880464 50 GTEX 100 5e-05 0.5 125 7978 0.0 -49 0.010385497758174643 0.008099452087818556 50 GTEX 100 5e-05 0.5 125 7978 0.0 -50 0.008406181743200677 0.006569639112120459 50 GTEX 100 5e-05 0.5 125 7978 0.0 -51 0.00726665085152278 0.00564502146955537 50 GTEX 100 5e-05 0.5 125 7978 0.0 -52 0.0065319281723852 0.00512561954189616 50 GTEX 100 5e-05 0.5 125 7978 0.0 -53 0.006116429327686006 0.00475057437281149 50 GTEX 100 5e-05 0.5 125 7978 0.0 -54 0.005760680773745334 0.0044763149430677865 50 GTEX 100 5e-05 0.5 125 7978 0.0 -55 0.005559692375721581 0.004283248182623417 50 GTEX 100 5e-05 0.5 125 7978 0.0 -56 0.0053919673677161216 0.004126897798373078 50 GTEX 100 5e-05 0.5 125 7978 0.0 -57 0.00520769871686339 0.004054255548956672 50 GTEX 100 5e-05 0.5 125 7978 0.0 -58 0.00509669013620265 0.0038996111179308924 50 GTEX 100 5e-05 0.5 125 7978 0.0 -59 0.004975305923790108 0.003842698501338013 50 GTEX 100 5e-05 0.5 125 7978 0.0 -60 0.004906596589693411 0.003751343074998333 50 GTEX 100 5e-05 0.5 125 7978 0.0 -61 0.004831371015592743 0.003646465656683982 50 GTEX 100 5e-05 0.5 125 7978 0.0 -62 0.004744586992761536 0.003621615655366119 50 GTEX 100 5e-05 0.5 125 7978 0.0 -63 0.00465288511743517 0.003566013390159397 50 GTEX 100 5e-05 0.5 125 7978 0.0 -64 0.004620814477560311 0.003507821314291809 50 GTEX 100 5e-05 0.5 125 7978 0.0 -65 0.004576488889352839 0.003459871314136673 50 GTEX 100 5e-05 0.5 125 7978 0.0 -66 0.0045441124936304285 0.003458863763429026 50 GTEX 100 5e-05 0.5 125 7978 0.0 -67 0.004509154528739889 0.0033544016477010945 50 GTEX 100 5e-05 0.5 125 7978 0.0 -68 0.004460048699186623 0.0033208660098826763 50 GTEX 100 5e-05 0.5 125 7978 0.0 -69 0.004433994717896772 0.003306389793827988 50 GTEX 100 5e-05 0.5 125 7978 0.0 -70 0.004413579824949483 0.0032949285805685727 50 GTEX 100 5e-05 0.5 125 7978 0.0 -71 0.004347850675871229 0.003253446327090377 50 GTEX 100 5e-05 0.5 125 7978 0.0 -72 0.0043195303949761866 0.0032334154185807125 50 GTEX 100 5e-05 0.5 125 7978 0.0 -73 0.00429872528768311 0.003196427478196503 50 GTEX 100 5e-05 0.5 125 7978 0.0 -74 0.004252942315527774 0.0031820013047950237 50 GTEX 100 5e-05 0.5 125 7978 0.0 -75 0.004276808348179471 0.0031168782882597798 50 GTEX 100 5e-05 0.5 125 7978 0.0 -76 0.004207323301472167 0.0031526448398106113 50 GTEX 100 5e-05 0.5 125 7978 0.0 -77 0.0041839263078367935 0.0030829983895304595 50 GTEX 100 5e-05 0.5 125 7978 0.0 -78 0.004174187805471536 0.003055994208555088 50 GTEX 100 5e-05 0.5 125 7978 0.0 -79 0.004191030119518704 0.0030709085262295554 50 GTEX 100 5e-05 0.5 125 7978 0.0 -80 0.0041437815637040964 0.0030451742786127976 50 GTEX 100 5e-05 0.5 125 7978 0.0 -81 0.004096292281318529 0.0030100108876810216 50 GTEX 100 5e-05 0.5 125 7978 0.0 -82 0.0041077057642354 0.002999035587105829 50 GTEX 100 5e-05 0.5 125 7978 0.0 -83 0.004086483092681502 0.003057050044177376 50 GTEX 100 5e-05 0.5 125 7978 0.0 -84 0.004071580128679513 0.002956340515927656 50 GTEX 100 5e-05 0.5 125 7978 0.0 -85 0.004077533288369215 0.0030086123072028785 50 GTEX 100 5e-05 0.5 125 7978 0.0 -86 0.0040452613213837465 0.0029687552707103352 50 GTEX 100 5e-05 0.5 125 7978 0.0 -87 0.004037612190624942 0.0029603146333530717 50 GTEX 100 5e-05 0.5 125 7978 0.0 -88 0.0040320733801558276 0.002986191345437185 50 GTEX 100 5e-05 0.5 125 7978 0.0 -89 0.003985996505069867 0.0029362649081395267 50 GTEX 100 5e-05 0.5 125 7978 0.0 -90 0.004011269130034653 0.0029087138737148178 50 GTEX 100 5e-05 0.5 125 7978 0.0 -91 0.00398435708132612 0.0029106960426520264 50 GTEX 100 5e-05 0.5 125 7978 0.0 -92 0.003989002544151917 0.0028982716061426287 50 GTEX 100 5e-05 0.5 125 7978 0.0 -93 0.003943924270719809 0.0029035689125099557 50 GTEX 100 5e-05 0.5 125 7978 0.0 -94 0.003946285242948878 0.0028923088759927524 50 GTEX 100 5e-05 0.5 125 7978 0.0 -95 0.003936480190443589 0.0028669015250342256 50 GTEX 100 5e-05 0.5 125 7978 0.0 -96 0.003933359182260602 0.0028724458609519967 50 GTEX 100 5e-05 0.5 125 7978 0.0 -97 0.003931301599993138 0.0028648708215312678 50 GTEX 100 5e-05 0.5 125 7978 0.0 -98 0.0038944184969002156 0.0028825205960576576 50 GTEX 100 5e-05 0.5 125 7978 0.0 -99 0.003887663583671693 0.002831932250233261 50 GTEX 100 5e-05 0.5 125 7978 0.0 -0 0.09294997622399934 0.05711061028699911 50 GTEX 100 0.0005 0.0 50 4635 0.0 -1 0.047855007856001365 0.0284321768627194 50 GTEX 100 0.0005 0.0 50 4635 0.0 -2 0.010478833658953027 0.006319935136109929 50 GTEX 100 0.0005 0.0 50 4635 0.0 -3 0.00552238221971366 0.004804371388721149 50 GTEX 100 0.0005 0.0 50 4635 0.0 -4 0.004404382854418735 0.004017629994862065 50 GTEX 100 0.0005 0.0 50 4635 0.0 -5 0.0038293731578957174 0.0035974027694312726 50 GTEX 100 0.0005 0.0 50 4635 0.0 -6 0.003506089397851196 0.003356541690643268 50 GTEX 100 0.0005 0.0 50 4635 0.0 -7 0.003309175698386665 0.003198629063235405 50 GTEX 100 0.0005 0.0 50 4635 0.0 -8 0.003169208272192338 0.003080931389456466 50 GTEX 100 0.0005 0.0 50 4635 0.0 -9 0.003067284630803568 0.002995969603695117 50 GTEX 100 0.0005 0.0 50 4635 0.0 -10 0.002986392469406152 0.002919921796227108 50 GTEX 100 0.0005 0.0 50 4635 0.0 -11 0.0029184148977728533 0.0028492545225646893 50 GTEX 100 0.0005 0.0 50 4635 0.0 -12 0.002858910450694729 0.002795416809540568 50 GTEX 100 0.0005 0.0 50 4635 0.0 -13 0.0028064197475419 0.0027379870601529576 50 GTEX 100 0.0005 0.0 50 4635 0.0 -14 0.0027594071783365827 0.002692079028121759 50 GTEX 100 0.0005 0.0 50 4635 0.0 -15 0.002711461255172614 0.0026565385285672862 50 GTEX 100 0.0005 0.0 50 4635 0.0 -16 0.0026694349468699163 0.002610534318446575 50 GTEX 100 0.0005 0.0 50 4635 0.0 -17 0.0026231556017938702 0.0025589710062532602 50 GTEX 100 0.0005 0.0 50 4635 0.0 -18 0.0025705366805001024 0.002520091054844227 50 GTEX 100 0.0005 0.0 50 4635 0.0 -19 0.002526000949515877 0.002470861332041314 50 GTEX 100 0.0005 0.0 50 4635 0.0 -20 0.0024895880834091373 0.002447532797533268 50 GTEX 100 0.0005 0.0 50 4635 0.0 -21 0.002461221780255319 0.002423816087864651 50 GTEX 100 0.0005 0.0 50 4635 0.0 -22 0.0024378690436254987 0.0024029825023506477 50 GTEX 100 0.0005 0.0 50 4635 0.0 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GTEX 100 1e-05 0.1 100 4644 0.0 -8 0.09568709295525954 0.09352704597913268 50 GTEX 100 1e-05 0.1 100 4644 0.0 -9 0.09250083442466922 0.09021467042683197 50 GTEX 100 1e-05 0.1 100 4644 0.0 -10 0.08904855925791667 0.0865920068759882 50 GTEX 100 1e-05 0.1 100 4644 0.0 -11 0.08525486029326458 0.08256814675582679 50 GTEX 100 1e-05 0.1 100 4644 0.0 -12 0.08108783109495075 0.07828112345316338 50 GTEX 100 1e-05 0.1 100 4644 0.0 -13 0.07691769065238788 0.07427436116190464 50 GTEX 100 1e-05 0.1 100 4644 0.0 -14 0.07329319274910617 0.07107584395874363 50 GTEX 100 1e-05 0.1 100 4644 0.0 -15 0.07055880762247094 0.0688097271714147 50 GTEX 100 1e-05 0.1 100 4644 0.0 -16 0.06864689996978972 0.06723504101312205 50 GTEX 100 1e-05 0.1 100 4644 0.0 -17 0.06731191183456818 0.06610921577695658 50 GTEX 100 1e-05 0.1 100 4644 0.0 -18 0.06634336011272758 0.06531222258117263 50 GTEX 100 1e-05 0.1 100 4644 0.0 -19 0.06565840431112567 0.06467521722524111 50 GTEX 100 1e-05 0.1 100 4644 0.0 -20 0.06506073417904837 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0.0 -33 0.06027366160115559 0.059206489870190164 50 GTEX 100 1e-05 0.1 100 4644 0.0 -34 0.06000538109541506 0.05888602575251811 50 GTEX 100 1e-05 0.1 100 4644 0.0 -35 0.05972032625595305 0.05862128330897469 50 GTEX 100 1e-05 0.1 100 4644 0.0 -36 0.05947107153259878 0.058360589413191874 50 GTEX 100 1e-05 0.1 100 4644 0.0 -37 0.0592296916739237 0.058113634111820064 50 GTEX 100 1e-05 0.1 100 4644 0.0 -38 0.0590217826671342 0.05791178181370855 50 GTEX 100 1e-05 0.1 100 4644 0.0 -39 0.0588216566181339 0.057719221650250965 50 GTEX 100 1e-05 0.1 100 4644 0.0 -40 0.05863801088903047 0.057529100050491076 50 GTEX 100 1e-05 0.1 100 4644 0.0 -41 0.058445802433596275 0.05733939614359417 50 GTEX 100 1e-05 0.1 100 4644 0.0 -42 0.058286331073386224 0.05716942404414538 50 GTEX 100 1e-05 0.1 100 4644 0.0 -43 0.05809674305923765 0.05695941354442005 50 GTEX 100 1e-05 0.1 100 4644 0.0 -44 0.05786230692840043 0.056728996548929135 50 GTEX 100 1e-05 0.1 100 4644 0.0 -45 0.05766049970236111 0.0565148866363578 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0.054567348441415794 0.053449012339115136 50 GTEX 100 1e-05 0.1 100 4644 0.0 -59 0.054264360305511725 0.05317578059638861 50 GTEX 100 1e-05 0.1 100 4644 0.0 -60 0.053965252474402134 0.05286000906259615 50 GTEX 100 1e-05 0.1 100 4644 0.0 -61 0.05358906836812922 0.05247336441204802 50 GTEX 100 1e-05 0.1 100 4644 0.0 -62 0.05323070682348351 0.05213572999937 50 GTEX 100 1e-05 0.1 100 4644 0.0 -63 0.05291973172617246 0.051879951609971414 50 GTEX 100 1e-05 0.1 100 4644 0.0 -64 0.052685207819043366 0.05167160525266435 50 GTEX 100 1e-05 0.1 100 4644 0.0 -65 0.052448285727263816 0.05141665809168108 50 GTEX 100 1e-05 0.1 100 4644 0.0 -66 0.052136432838308364 0.0510346063274621 50 GTEX 100 1e-05 0.1 100 4644 0.0 -67 0.05169821289914254 0.05060193934849686 50 GTEX 100 1e-05 0.1 100 4644 0.0 -68 0.051290422643759034 0.050226407083098425 50 GTEX 100 1e-05 0.1 100 4644 0.0 -69 0.050923272473099135 0.04990626083325751 50 GTEX 100 1e-05 0.1 100 4644 0.0 -70 0.05058883348826346 0.049553631057700734 50 GTEX 100 1e-05 0.1 100 4644 0.0 -71 0.0502475891358701 0.049240036424915146 50 GTEX 100 1e-05 0.1 100 4644 0.0 -72 0.04993407582478336 0.04892928682324324 50 GTEX 100 1e-05 0.1 100 4644 0.0 -73 0.049634221720477656 0.04865862948274658 50 GTEX 100 1e-05 0.1 100 4644 0.0 -74 0.0493515878656075 0.0483671813183411 50 GTEX 100 1e-05 0.1 100 4644 0.0 -75 0.04906324539744792 0.04809449960835306 50 GTEX 100 1e-05 0.1 100 4644 0.0 -76 0.04877696612821696 0.047799405156716185 50 GTEX 100 1e-05 0.1 100 4644 0.0 -77 0.0484877716015237 0.04751107431664893 50 GTEX 100 1e-05 0.1 100 4644 0.0 -78 0.048221960480816714 0.04729850578897353 50 GTEX 100 1e-05 0.1 100 4644 0.0 -79 0.048024941997995486 0.04710404753345048 50 GTEX 100 1e-05 0.1 100 4644 0.0 -80 0.04781417764256607 0.04691426117440593 50 GTEX 100 1e-05 0.1 100 4644 0.0 -81 0.047628742519632686 0.04671178132777205 50 GTEX 100 1e-05 0.1 100 4644 0.0 -82 0.04741605101608734 0.04648913306400123 50 GTEX 100 1e-05 0.1 100 4644 0.0 -83 0.047188878070011785 0.04628292663100781 50 GTEX 100 1e-05 0.1 100 4644 0.0 -84 0.046989238674882174 0.046081739552177405 50 GTEX 100 1e-05 0.1 100 4644 0.0 -85 0.04679243132004557 0.04588399965585185 50 GTEX 100 1e-05 0.1 100 4644 0.0 -86 0.04657684629258692 0.04566388981622208 50 GTEX 100 1e-05 0.1 100 4644 0.0 -87 0.046349916850326175 0.045419709962357134 50 GTEX 100 1e-05 0.1 100 4644 0.0 -88 0.046090776018709416 0.045173234295652384 50 GTEX 100 1e-05 0.1 100 4644 0.0 -89 0.045861789498454965 0.04494890102500471 50 GTEX 100 1e-05 0.1 100 4644 0.0 -90 0.045609266175014415 0.0446993807975217 50 GTEX 100 1e-05 0.1 100 4644 0.0 -91 0.045358565706908036 0.04443916507745197 50 GTEX 100 1e-05 0.1 100 4644 0.0 -92 0.045097409023004055 0.04419439372397648 50 GTEX 100 1e-05 0.1 100 4644 0.0 -93 0.04484969772987939 0.04396934724437646 50 GTEX 100 1e-05 0.1 100 4644 0.0 -94 0.044640789884891716 0.04374614251713789 50 GTEX 100 1e-05 0.1 100 4644 0.0 -95 0.04440851751575251 0.04352950449225567 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0.0 -29 0.06508380927643656 0.06431903313321306 50 GTEX 100 1e-05 0.1 50 3521 0.0 -30 0.06469983903287242 0.06395758721028444 50 GTEX 100 1e-05 0.1 50 3521 0.0 -31 0.06437229025596246 0.06361689247162622 50 GTEX 100 1e-05 0.1 50 3521 0.0 -32 0.064038365292325 0.06328871647894609 50 GTEX 100 1e-05 0.1 50 3521 0.0 -33 0.06376000408965041 0.06297582854647826 50 GTEX 100 1e-05 0.1 50 3521 0.0 -34 0.06345149135059472 0.06267599806812779 50 GTEX 100 1e-05 0.1 50 3521 0.0 -35 0.0631793856981237 0.06238697808476683 50 GTEX 100 1e-05 0.1 50 3521 0.0 -36 0.06289790969275491 0.06210626030744481 50 GTEX 100 1e-05 0.1 50 3521 0.0 -37 0.0626226973252512 0.06183651599593942 50 GTEX 100 1e-05 0.1 50 3521 0.0 -38 0.062384554604939024 0.06157870769160782 50 GTEX 100 1e-05 0.1 50 3521 0.0 -39 0.062142688520130725 0.061330960801459077 50 GTEX 100 1e-05 0.1 50 3521 0.0 -40 0.061912396099696614 0.06108697073201263 50 GTEX 100 1e-05 0.1 50 3521 0.0 -41 0.06168967791730377 0.06087341300519927 50 GTEX 100 1e-05 0.1 50 3521 0.0 -42 0.061490172398490785 0.06066640071259252 50 GTEX 100 1e-05 0.1 50 3521 0.0 -43 0.06129587755107736 0.06044506525245456 50 GTEX 100 1e-05 0.1 50 3521 0.0 -44 0.06110362787820023 0.06026458759356588 50 GTEX 100 1e-05 0.1 50 3521 0.0 -45 0.06091960573147302 0.060065369146518374 50 GTEX 100 1e-05 0.1 50 3521 0.0 -46 0.060768406823619024 0.05989296659260648 50 GTEX 100 1e-05 0.1 50 3521 0.0 -47 0.06057038729859088 0.0597208661200769 50 GTEX 100 1e-05 0.1 50 3521 0.0 -48 0.06041917346596554 0.0595552330560444 50 GTEX 100 1e-05 0.1 50 3521 0.0 -49 0.060273864170062426 0.05939503073579005 50 GTEX 100 1e-05 0.1 50 3521 0.0 -50 0.06011720861894498 0.059234220676209086 50 GTEX 100 1e-05 0.1 50 3521 0.0 -51 0.05995119299243393 0.059091251867578964 50 GTEX 100 1e-05 0.1 50 3521 0.0 -52 0.059810221427781064 0.05893903970010154 50 GTEX 100 1e-05 0.1 50 3521 0.0 -53 0.05963295191491785 0.05877539336313086 50 GTEX 100 1e-05 0.1 50 3521 0.0 -54 0.059515234431974165 0.058639064254132976 50 GTEX 100 1e-05 0.1 50 3521 0.0 -55 0.05937914915789744 0.05851597962157355 50 GTEX 100 1e-05 0.1 50 3521 0.0 -56 0.059244644007392426 0.05838169901146635 50 GTEX 100 1e-05 0.1 50 3521 0.0 -57 0.059132822335248025 0.058270113308960036 50 GTEX 100 1e-05 0.1 50 3521 0.0 -58 0.05900080475038948 0.0581375229183032 50 GTEX 100 1e-05 0.1 50 3521 0.0 -59 0.05884597441090051 0.05799045260754827 50 GTEX 100 1e-05 0.1 50 3521 0.0 -60 0.058688445074783414 0.05780992977774415 50 GTEX 100 1e-05 0.1 50 3521 0.0 -61 0.058518930467293624 0.057647273553528264 50 GTEX 100 1e-05 0.1 50 3521 0.0 -62 0.05832353863698685 0.05745663617103725 50 GTEX 100 1e-05 0.1 50 3521 0.0 -63 0.058162185157964716 0.05728169837293742 50 GTEX 100 1e-05 0.1 50 3521 0.0 -64 0.0579654920653014 0.057107133989155075 50 GTEX 100 1e-05 0.1 50 3521 0.0 -65 0.057819875512632964 0.056947159704826625 50 GTEX 100 1e-05 0.1 50 3521 0.0 -66 0.057656475245713365 0.0567958518551103 50 GTEX 100 1e-05 0.1 50 3521 0.0 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1e-05 0.1 50 3521 0.0 -80 0.05511958367065629 0.05428851771207364 50 GTEX 100 1e-05 0.1 50 3521 0.0 -81 0.05487591499472365 0.05406352792629271 50 GTEX 100 1e-05 0.1 50 3521 0.0 -82 0.05464220497951193 0.05383155730060751 50 GTEX 100 1e-05 0.1 50 3521 0.0 -83 0.0544049913325128 0.053606653784334435 50 GTEX 100 1e-05 0.1 50 3521 0.0 -84 0.054178143532623436 0.053397472090877515 50 GTEX 100 1e-05 0.1 50 3521 0.0 -85 0.05398245728279074 0.053189209602178274 50 GTEX 100 1e-05 0.1 50 3521 0.0 -86 0.053742230050655364 0.052968087645084684 50 GTEX 100 1e-05 0.1 50 3521 0.0 -87 0.053519276424564034 0.052733649729889163 50 GTEX 100 1e-05 0.1 50 3521 0.0 -88 0.053292928401861235 0.05249287441599505 50 GTEX 100 1e-05 0.1 50 3521 0.0 -89 0.053045585476868606 0.052288214530894966 50 GTEX 100 1e-05 0.1 50 3521 0.0 -90 0.052854908885831914 0.052116383610739454 50 GTEX 100 1e-05 0.1 50 3521 0.0 -91 0.05269422526689218 0.05193577894494787 50 GTEX 100 1e-05 0.1 50 3521 0.0 -92 0.05250567600510372 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0.0031991309654158468 0.00239856864109692 50 GTEX 100 0.0005 0.1 75 3732 0.0 -18 0.0031246742127585014 0.002404178376530896 50 GTEX 100 0.0005 0.1 75 3732 0.0 -19 0.0030791840461284717 0.0023784793350321485 50 GTEX 100 0.0005 0.1 75 3732 0.0 -20 0.003057449055152681 0.002370903421832539 50 GTEX 100 0.0005 0.1 75 3732 0.0 -21 0.0030780213875565227 0.002343917192498173 50 GTEX 100 0.0005 0.1 75 3732 0.0 -22 0.0030387740387591428 0.002320778202053032 50 GTEX 100 0.0005 0.1 75 3732 0.0 -23 0.002982004592996915 0.0023242877470949106 50 GTEX 100 0.0005 0.1 75 3732 0.0 -24 0.0029970162380000753 0.00228449407063722 50 GTEX 100 0.0005 0.1 75 3732 0.0 -25 0.002978394906912788 0.0022819542572585718 50 GTEX 100 0.0005 0.1 75 3732 0.0 -26 0.0029468750940462463 0.002229672134898164 50 GTEX 100 0.0005 0.1 75 3732 0.0 -27 0.002914012979317248 0.0022060100038751897 50 GTEX 100 0.0005 0.1 75 3732 0.0 -28 0.002901419625109257 0.002196311783142912 50 GTEX 100 0.0005 0.1 75 3732 0.0 -29 0.0028529519264807518 0.002169861474841082 50 GTEX 100 0.0005 0.1 75 3732 0.0 -30 0.0028843544323728853 0.002198223797241474 50 GTEX 100 0.0005 0.1 75 3732 0.0 -31 0.0028551347563862705 0.0021750800700649307 50 GTEX 100 0.0005 0.1 75 3732 0.0 -32 0.0028367799878324263 0.0021678284751233635 50 GTEX 100 0.0005 0.1 75 3732 0.0 -33 0.002825382613638237 0.002138079209571896 50 GTEX 100 0.0005 0.1 75 3732 0.0 -34 0.002878124510214792 0.0021369629116824514 50 GTEX 100 0.0005 0.1 75 3732 0.0 -35 0.002827939977248641 0.0021842036508253914 50 GTEX 100 0.0005 0.1 75 3732 0.0 -36 0.002803463296738697 0.002155939658206069 50 GTEX 100 0.0005 0.1 75 3732 0.0 -37 0.00283616485546956 0.0021734284943044045 50 GTEX 100 0.0005 0.1 75 3732 0.0 -38 0.0028102934365964003 0.0021177986537163 50 GTEX 100 0.0005 0.1 75 3732 0.0 -39 0.002797544150367014 0.0021072324974455306 50 GTEX 100 0.0005 0.1 75 3732 0.0 -40 0.002795897987913693 0.0021374091247500352 50 GTEX 100 0.0005 0.1 75 3732 0.0 -41 0.002791252534482772 0.002117671575547752 50 GTEX 100 0.0005 0.1 75 3732 0.0 -42 0.0027590334841943558 0.0021119665342538897 50 GTEX 100 0.0005 0.1 75 3732 0.0 -43 0.0027746296517949963 0.002089809133899628 50 GTEX 100 0.0005 0.1 75 3732 0.0 -44 0.0027850176831619804 0.002093987785963193 50 GTEX 100 0.0005 0.1 75 3732 0.0 -45 0.002773910908270881 0.002144000706565655 50 GTEX 100 0.0005 0.1 75 3732 0.0 -46 0.0027610684678216627 0.002110758350370629 50 GTEX 100 0.0005 0.1 75 3732 0.0 -47 0.0027872238781034013 0.0021208640767399487 50 GTEX 100 0.0005 0.1 75 3732 0.0 -48 0.0028149373522186713 0.002077940872696869 50 GTEX 100 0.0005 0.1 75 3732 0.0 -49 0.002764038393756777 0.0020842660696975207 50 GTEX 100 0.0005 0.1 75 3732 0.0 -50 0.002757401349473742 0.002094781550113112 50 GTEX 100 0.0005 0.1 75 3732 0.0 -51 0.0027449776317573647 0.0020964908158626165 50 GTEX 100 0.0005 0.1 75 3732 0.0 -52 0.0027496395089344925 0.0021213636283865444 50 GTEX 100 0.0005 0.1 75 3732 0.0 -53 0.00275713945294805 0.0020673542959392496 50 GTEX 100 0.0005 0.1 75 3732 0.0 -54 0.002717444090919517 0.002117109319864429 50 GTEX 100 0.0005 0.1 75 3732 0.0 -55 0.0027653501199410217 0.002071073448538653 50 GTEX 100 0.0005 0.1 75 3732 0.0 -56 0.002761932669431357 0.0020741540588927188 50 GTEX 100 0.0005 0.1 75 3732 0.0 -57 0.002748817027049373 0.0020918874612287 50 GTEX 100 0.0005 0.1 75 3732 0.0 -58 0.0027420124653852736 0.0020594386708791663 50 GTEX 100 0.0005 0.1 75 3732 0.0 -59 0.002752109678194369 0.0020742790338392067 50 GTEX 100 0.0005 0.1 75 3732 0.0 -60 0.0027455550142233037 0.0020782305815207555 50 GTEX 100 0.0005 0.1 75 3732 0.0 -61 0.002743048142742913 0.002050941674562858 50 GTEX 100 0.0005 0.1 75 3732 0.0 -62 0.0027463062996357784 0.0020341178589985626 50 GTEX 100 0.0005 0.1 75 3732 0.0 -63 0.0027290902252395497 0.0020608412464390093 50 GTEX 100 0.0005 0.1 75 3732 0.0 -64 0.0027428237666774647 0.0020693195277750637 50 GTEX 100 0.0005 0.1 75 3732 0.0 -65 0.002753049103432785 0.0020326688056174287 50 GTEX 100 0.0005 0.1 75 3732 0.0 -66 0.002700087118396475 0.002078830246802972 50 GTEX 100 0.0005 0.1 75 3732 0.0 -67 0.002735601710181184 0.0020894631499977 50 GTEX 100 0.0005 0.1 75 3732 0.0 -68 0.002726943582828387 0.0021102510805652533 50 GTEX 100 0.0005 0.1 75 3732 0.0 -69 0.002733707440349257 0.00207266864851967 50 GTEX 100 0.0005 0.1 75 3732 0.0 -70 0.002694365434545138 0.002050363095946425 50 GTEX 100 0.0005 0.1 75 3732 0.0 -71 0.002731992385849031 0.002133239950575713 50 GTEX 100 0.0005 0.1 75 3732 0.0 -72 0.002716727025266428 0.0021496357165184934 50 GTEX 100 0.0005 0.1 75 3732 0.0 -73 0.0027149433392181 0.002052353045012547 50 GTEX 100 0.0005 0.1 75 3732 0.0 -74 0.002714631184007887 0.0020293455888311814 50 GTEX 100 0.0005 0.1 75 3732 0.0 -75 0.002716964607455487 0.0020804013924127862 50 GTEX 100 0.0005 0.1 75 3732 0.0 -76 0.002710257791696144 0.0020621829389987564 50 GTEX 100 0.0005 0.1 75 3732 0.0 -77 0.002720287326463429 0.0020798298876870693 50 GTEX 100 0.0005 0.1 75 3732 0.0 -78 0.0027239120347354318 0.002037798108961504 50 GTEX 100 0.0005 0.1 75 3732 0.0 -79 0.0027108342086293647 0.002071686235775272 50 GTEX 100 0.0005 0.1 75 3732 0.0 -80 0.002688960854077813 0.002026689947740363 50 GTEX 100 0.0005 0.1 75 3732 0.0 -81 0.0026825354286986285 0.0019996248627393133 50 GTEX 100 0.0005 0.1 75 3732 0.0 -82 0.0026871913815692604 0.0020206637380418046 50 GTEX 100 0.0005 0.1 75 3732 0.0 -83 0.0026791512364244398 0.002026356561038601 50 GTEX 100 0.0005 0.1 75 3732 0.0 -84 0.0027062671383835148 0.0020753862776708553 50 GTEX 100 0.0005 0.1 75 3732 0.0 -85 0.0026969805383598123 0.00199262674998832 50 GTEX 100 0.0005 0.1 75 3732 0.0 -86 0.002688184377653823 0.002035139797843228 50 GTEX 100 0.0005 0.1 75 3732 0.0 -87 0.002691191585709499 0.0020177948247453643 50 GTEX 100 0.0005 0.1 75 3732 0.0 -88 0.002673379098317728 0.002002989049087289 50 GTEX 100 0.0005 0.1 75 3732 0.0 -89 0.002677838024521469 0.0020076345310178177 50 GTEX 100 0.0005 0.1 75 3732 0.0 -90 0.002676509358536787 0.002036846775345561 50 GTEX 100 0.0005 0.1 75 3732 0.0 -91 0.0026956847801964303 0.002067324521060778 50 GTEX 100 0.0005 0.1 75 3732 0.0 -92 0.0026618978588060656 0.0020423231550364867 50 GTEX 100 0.0005 0.1 75 3732 0.0 -93 0.002680756870138372 0.002008061115488325 50 GTEX 100 0.0005 0.1 75 3732 0.0 -94 0.0026657957925964033 0.0020052262094091377 50 GTEX 100 0.0005 0.1 75 3732 0.0 -95 0.002724027397806377 0.002009343603995944 50 GTEX 100 0.0005 0.1 75 3732 0.0 -96 0.002649342315168202 0.0020328651736986193 50 GTEX 100 0.0005 0.1 75 3732 0.0 -97 0.0026621080187739696 0.0020740705005782073 50 GTEX 100 0.0005 0.1 75 3732 0.0 -98 0.002654289536788435 0.002021227107416952 50 GTEX 100 0.0005 0.1 75 3732 0.0 -99 0.002705144485979336 0.002032965427431005 50 GTEX 100 0.0005 0.1 75 3732 0.0 -0 0.16198908427524206 0.1549591552961915 50 GTEX 100 1e-05 0.1 75 3743 0.0 -1 0.14410683621137035 0.13422844383313176 50 GTEX 100 1e-05 0.1 75 3743 0.0 -2 0.12740996567267002 0.12163445411582866 50 GTEX 100 1e-05 0.1 75 3743 0.0 -3 0.11781780721346832 0.11431338436929897 50 GTEX 100 1e-05 0.1 75 3743 0.0 -4 0.11185822162662676 0.10944049332305053 50 GTEX 100 1e-05 0.1 75 3743 0.0 -5 0.1076415710924822 0.10575533251741992 50 GTEX 100 1e-05 0.1 75 3743 0.0 -6 0.1042876700526673 0.10268176922100124 50 GTEX 100 1e-05 0.1 75 3743 0.0 -7 0.10134204651550872 0.0999098432183039 50 GTEX 100 1e-05 0.1 75 3743 0.0 -8 0.09863362086713913 0.09728238024809062 50 GTEX 100 1e-05 0.1 75 3743 0.0 -9 0.09600565850489164 0.0946747899593736 50 GTEX 100 1e-05 0.1 75 3743 0.0 -10 0.09333317641224316 0.09196562397899284 50 GTEX 100 1e-05 0.1 75 3743 0.0 -11 0.09053520086550268 0.0890456892889942 50 GTEX 100 1e-05 0.1 75 3743 0.0 -12 0.08747440188953161 0.08578544166718145 50 GTEX 100 1e-05 0.1 75 3743 0.0 -13 0.08407220123523616 0.08213651867250528 50 GTEX 100 1e-05 0.1 75 3743 0.0 -14 0.08036212656016183 0.07830022697552982 50 GTEX 100 1e-05 0.1 75 3743 0.0 -15 0.07666223020139057 0.07473212825453099 50 GTEX 100 1e-05 0.1 75 3743 0.0 -16 0.07343437037303502 0.0718127146731538 50 GTEX 100 1e-05 0.1 75 3743 0.0 -17 0.0709935054289252 0.06970884692731237 50 GTEX 100 1e-05 0.1 75 3743 0.0 -18 0.0692104978074308 0.06825667483016792 50 GTEX 100 1e-05 0.1 75 3743 0.0 -19 0.06794928574704992 0.06722048426422329 50 GTEX 100 1e-05 0.1 75 3743 0.0 -20 0.06702394688269198 0.06643306371178691 50 GTEX 100 1e-05 0.1 75 3743 0.0 -21 0.06627099133506173 0.06579191785858159 50 GTEX 100 1e-05 0.1 75 3743 0.0 -22 0.06568686733597043 0.06526437646110927 50 GTEX 100 1e-05 0.1 75 3743 0.0 -23 0.06515098634363163 0.06480226506383474 50 GTEX 100 1e-05 0.1 75 3743 0.0 -24 0.06469838302478224 0.06437963926491855 50 GTEX 100 1e-05 0.1 75 3743 0.0 -25 0.06427435992375917 0.06398753835306195 50 GTEX 100 1e-05 0.1 75 3743 0.0 -26 0.06388130731462767 0.06361427989579425 50 GTEX 100 1e-05 0.1 75 3743 0.0 -27 0.06349825201841572 0.06324945228747995 50 GTEX 100 1e-05 0.1 75 3743 0.0 -28 0.06312378207651527 0.06290295414853232 50 GTEX 100 1e-05 0.1 75 3743 0.0 -29 0.06280633489861714 0.06256865693022542 50 GTEX 100 1e-05 0.1 75 3743 0.0 -30 0.062456082811202726 0.062250308302928735 50 GTEX 100 1e-05 0.1 75 3743 0.0 -31 0.06214717944356586 0.06195226990168085 50 GTEX 100 1e-05 0.1 75 3743 0.0 -32 0.061863411594903536 0.06166548563783612 50 GTEX 100 1e-05 0.1 75 3743 0.0 -33 0.061562546337338375 0.06137511964193315 50 GTEX 100 1e-05 0.1 75 3743 0.0 -34 0.061277543757005774 0.06110270416980234 50 GTEX 100 1e-05 0.1 75 3743 0.0 -35 0.060989795449235384 0.060797315352939835 50 GTEX 100 1e-05 0.1 75 3743 0.0 -36 0.06068260482463915 0.060495219813100284 50 GTEX 100 1e-05 0.1 75 3743 0.0 -37 0.060405216496852925 0.06020772458539263 50 GTEX 100 1e-05 0.1 75 3743 0.0 -38 0.060132226288425676 0.0599687965763839 50 GTEX 100 1e-05 0.1 75 3743 0.0 -39 0.05991292728938094 0.05976304800706445 50 GTEX 100 1e-05 0.1 75 3743 0.0 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6501 0.0 -67 0.0612157839344008 0.06018409465825604 100 GTEX 100 1e-05 0.0 75 6501 0.0 -68 0.061085319564217075 0.06006326533485728 100 GTEX 100 1e-05 0.0 75 6501 0.0 -69 0.06095854532014131 0.05994383893028865 100 GTEX 100 1e-05 0.0 75 6501 0.0 -70 0.06083313886359928 0.059824030718875924 100 GTEX 100 1e-05 0.0 75 6501 0.0 -71 0.060706421592815564 0.059701804128323224 100 GTEX 100 1e-05 0.0 75 6501 0.0 -72 0.0605743888919433 0.05957832819155414 100 GTEX 100 1e-05 0.0 75 6501 0.0 -73 0.060449327069416435 0.05946269860852354 100 GTEX 100 1e-05 0.0 75 6501 0.0 -74 0.060330763057045836 0.059351066063678765 100 GTEX 100 1e-05 0.0 75 6501 0.0 -75 0.060211071092723924 0.059234206908216035 100 GTEX 100 1e-05 0.0 75 6501 0.0 -76 0.06009614222822805 0.05913167265544826 100 GTEX 100 1e-05 0.0 75 6501 0.0 -77 0.059992309886377035 0.059038779510631315 100 GTEX 100 1e-05 0.0 75 6501 0.0 -78 0.059894882137821764 0.058948498984140126 100 GTEX 100 1e-05 0.0 75 6501 0.0 -79 0.05980115251961336 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0.0 -92 0.058761784590224325 0.0578925908178431 100 GTEX 100 1e-05 0.0 75 6501 0.0 -93 0.0586889986016877 0.05782134245953632 100 GTEX 100 1e-05 0.0 75 6501 0.0 -94 0.05860720142829162 0.0577337542555858 100 GTEX 100 1e-05 0.0 75 6501 0.0 -95 0.0585069198716596 0.05763603875788899 100 GTEX 100 1e-05 0.0 75 6501 0.0 -96 0.05841393245113957 0.05755688951212644 100 GTEX 100 1e-05 0.0 75 6501 0.0 -97 0.058339780336437726 0.057494864066064126 100 GTEX 100 1e-05 0.0 75 6501 0.0 -98 0.05827588424853114 0.05743729673014394 100 GTEX 100 1e-05 0.0 75 6501 0.0 -99 0.05821542109217088 0.057382089712660574 100 GTEX 100 1e-05 0.0 75 6501 0.0 -0 0.16356554384706035 0.15851737269883825 50 GTEX 100 1e-05 0.5 50 6327 0.0 -1 0.1513121859714022 0.14054631750619911 50 GTEX 100 1e-05 0.5 50 6327 0.0 -2 0.13593510715966745 0.12711647004172374 50 GTEX 100 1e-05 0.5 50 6327 0.0 -3 0.12567020401640353 0.11892643645972352 50 GTEX 100 1e-05 0.5 50 6327 0.0 -4 0.11893515998079116 0.11353996296912545 50 GTEX 100 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0.028357933733340387 0.028044125872589788 50 GTEX 100 5e-05 0.0 100 6209 0.0 -53 0.02746778373487764 0.027226893454365176 50 GTEX 100 5e-05 0.0 100 6209 0.0 -54 0.026776135247584397 0.026479854963776504 50 GTEX 100 5e-05 0.0 100 6209 0.0 -55 0.025673388976187025 0.02498945867564855 50 GTEX 100 5e-05 0.0 100 6209 0.0 -56 0.023901291472932358 0.022853125835779503 50 GTEX 100 5e-05 0.0 100 6209 0.0 -57 0.021362248147257696 0.019111878649391827 50 GTEX 100 5e-05 0.0 100 6209 0.0 -58 0.011250379411408249 0.007046005154779259 50 GTEX 100 5e-05 0.0 100 6209 0.0 -59 0.005815931848884164 0.0048581175736289745 50 GTEX 100 5e-05 0.0 100 6209 0.0 -60 0.00436771240137896 0.0038872701846268533 50 GTEX 100 5e-05 0.0 100 6209 0.0 -61 0.003624294605878365 0.003318619058722411 50 GTEX 100 5e-05 0.0 100 6209 0.0 -62 0.003154683051869121 0.0029388631250489745 50 GTEX 100 5e-05 0.0 100 6209 0.0 -63 0.0028262690902075022 0.0026632235009230306 50 GTEX 100 5e-05 0.0 100 6209 0.0 -64 0.0025847698624807645 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0.001541690287417502 50 GTEX 100 5e-05 0.0 100 6209 0.0 -77 0.00154107057608145 0.0015110058431998744 50 GTEX 100 5e-05 0.0 100 6209 0.0 -78 0.001510691738766058 0.0014816031321182054 50 GTEX 100 5e-05 0.0 100 6209 0.0 -79 0.0014832602882260198 0.001455302794416127 50 GTEX 100 5e-05 0.0 100 6209 0.0 -80 0.0014578115214932414 0.0014310110331169493 50 GTEX 100 5e-05 0.0 100 6209 0.0 -81 0.0014348202924967855 0.001409062692327177 50 GTEX 100 5e-05 0.0 100 6209 0.0 -82 0.001412997871794352 0.0013882948378695905 50 GTEX 100 5e-05 0.0 100 6209 0.0 -83 0.0013925818563067585 0.0013689140651105929 50 GTEX 100 5e-05 0.0 100 6209 0.0 -84 0.0013738709634212828 0.0013516892611753805 50 GTEX 100 5e-05 0.0 100 6209 0.0 -85 0.0013562969043355085 0.0013345540563147445 50 GTEX 100 5e-05 0.0 100 6209 0.0 -86 0.0013397900369617427 0.001319291005698971 50 GTEX 100 5e-05 0.0 100 6209 0.0 -87 0.0013239778008391082 0.0013040553182168749 50 GTEX 100 5e-05 0.0 100 6209 0.0 -88 0.0013091715775145698 0.0012894327603563836 50 GTEX 100 5e-05 0.0 100 6209 0.0 -89 0.0012958148101401173 0.0012769885907859715 50 GTEX 100 5e-05 0.0 100 6209 0.0 -90 0.001282802641746792 0.0012662497921421868 50 GTEX 100 5e-05 0.0 100 6209 0.0 -91 0.001270660173844023 0.0012542861608961886 50 GTEX 100 5e-05 0.0 100 6209 0.0 -92 0.001259283259307553 0.0012432256500597887 50 GTEX 100 5e-05 0.0 100 6209 0.0 -93 0.0012482269806167606 0.0012324523128048575 50 GTEX 100 5e-05 0.0 100 6209 0.0 -94 0.0012381243679050352 0.0012232566534757558 50 GTEX 100 5e-05 0.0 100 6209 0.0 -95 0.0012284165621954828 0.0012150725350669185 50 GTEX 100 5e-05 0.0 100 6209 0.0 -96 0.0012188865320772375 0.0012056252046243887 50 GTEX 100 5e-05 0.0 100 6209 0.0 -97 0.001209797599601098 0.0011965346103445574 50 GTEX 100 5e-05 0.0 100 6209 0.0 -98 0.0012011014431488945 0.0011889858444897677 50 GTEX 100 5e-05 0.0 100 6209 0.0 -99 0.0011929648354961592 0.0011807037847198034 50 GTEX 100 5e-05 0.0 100 6209 0.0 -0 0.16498680624945988 0.16404896886743067 50 GTEX 100 1e-05 0.5 5 3590 0.0 -1 0.16319814882680633 0.1606949219345593 50 GTEX 100 1e-05 0.5 5 3590 0.0 -2 0.15930471478715372 0.1557181537321312 50 GTEX 100 1e-05 0.5 5 3590 0.0 -3 0.15459656954642725 0.15029895716407002 50 GTEX 100 1e-05 0.5 5 3590 0.0 -4 0.1498422012594039 0.14506090327587418 50 GTEX 100 1e-05 0.5 5 3590 0.0 -5 0.14553150718474295 0.14030574650252273 50 GTEX 100 1e-05 0.5 5 3590 0.0 -6 0.14147000412219704 0.13602820084122194 50 GTEX 100 1e-05 0.5 5 3590 0.0 -7 0.13806246876168854 0.13230539599129 50 GTEX 100 1e-05 0.5 5 3590 0.0 -8 0.13499546707073135 0.12898920339039974 50 GTEX 100 1e-05 0.5 5 3590 0.0 -9 0.132281199475396 0.1261456004368715 50 GTEX 100 1e-05 0.5 5 3590 0.0 -10 0.12993869870457234 0.12357708420816935 50 GTEX 100 1e-05 0.5 5 3590 0.0 -11 0.12813908284961126 0.1212933436885986 50 GTEX 100 1e-05 0.5 5 3590 0.0 -12 0.1260181942651072 0.11927908306282735 50 GTEX 100 1e-05 0.5 5 3590 0.0 -13 0.12436044827187034 0.11741171746086257 50 GTEX 100 1e-05 0.5 5 3590 0.0 -14 0.12254790725089862 0.1157460343588441 50 GTEX 100 1e-05 0.5 5 3590 0.0 -15 0.121299956387 0.11421050199311042 50 GTEX 100 1e-05 0.5 5 3590 0.0 -16 0.1201016995365244 0.11279362525096864 50 GTEX 100 1e-05 0.5 5 3590 0.0 -17 0.11884269342054672 0.11154499206649486 50 GTEX 100 1e-05 0.5 5 3590 0.0 -18 0.11749965626696443 0.1102960076565525 50 GTEX 100 1e-05 0.5 5 3590 0.0 -19 0.11648158940938252 0.10919283643478224 50 GTEX 100 1e-05 0.5 5 3590 0.0 -20 0.11537072075871466 0.10817554594502704 50 GTEX 100 1e-05 0.5 5 3590 0.0 -21 0.11455568763778345 0.10718049903616253 50 GTEX 100 1e-05 0.5 5 3590 0.0 -22 0.11380069952895325 0.10623862615612976 50 GTEX 100 1e-05 0.5 5 3590 0.0 -23 0.11274745958454195 0.1053800760793142 50 GTEX 100 1e-05 0.5 5 3590 0.0 -24 0.11164847711653847 0.1045590482170591 50 GTEX 100 1e-05 0.5 5 3590 0.0 -25 0.1109923102277202 0.10375799371829053 50 GTEX 100 1e-05 0.5 5 3590 0.0 -26 0.11020163310119364 0.10300589796198184 50 GTEX 100 1e-05 0.5 5 3590 0.0 -27 0.10943062884355907 0.1023002818878386 50 GTEX 100 1e-05 0.5 5 3590 0.0 -28 0.10848668236153623 0.10158900212595673 50 GTEX 100 1e-05 0.5 5 3590 0.0 -29 0.10776338762012168 0.10091925538481417 50 GTEX 100 1e-05 0.5 5 3590 0.0 -30 0.10743501315801766 0.10026124876148347 50 GTEX 100 1e-05 0.5 5 3590 0.0 -31 0.10682482715155817 0.0996243161903588 50 GTEX 100 1e-05 0.5 5 3590 0.0 -32 0.1059871348034458 0.09900120556524497 50 GTEX 100 1e-05 0.5 5 3590 0.0 -33 0.10534612428752273 0.09839007732929386 50 GTEX 100 1e-05 0.5 5 3590 0.0 -34 0.10471359102284253 0.09779103744789222 50 GTEX 100 1e-05 0.5 5 3590 0.0 -35 0.10404003711616626 0.0971977838205294 50 GTEX 100 1e-05 0.5 5 3590 0.0 -36 0.10349363190367593 0.0966083911803512 50 GTEX 100 1e-05 0.5 5 3590 0.0 -37 0.10298603401650493 0.09602710992777756 50 GTEX 100 1e-05 0.5 5 3590 0.0 -38 0.10222121109957552 0.0954372616406856 50 GTEX 100 1e-05 0.5 5 3590 0.0 -39 0.10124513103312947 0.0948375173819609 50 GTEX 100 1e-05 0.5 5 3590 0.0 -40 0.10118952984651593 0.09425217821174248 50 GTEX 100 1e-05 0.5 5 3590 0.0 -41 0.1003447538779859 0.09364653625189123 50 GTEX 100 1e-05 0.5 5 3590 0.0 -42 0.09930225406394937 0.09303551532696408 50 GTEX 100 1e-05 0.5 5 3590 0.0 -43 0.09856227097820933 0.09240391521852732 50 GTEX 100 1e-05 0.5 5 3590 0.0 -44 0.09811559534348643 0.09175346453210248 50 GTEX 100 1e-05 0.5 5 3590 0.0 -45 0.0974498188969728 0.09109933415123267 50 GTEX 100 1e-05 0.5 5 3590 0.0 -46 0.09687749241257693 0.09042564943829416 50 GTEX 100 1e-05 0.5 5 3590 0.0 -47 0.09588915655029176 0.08972768638523812 50 GTEX 100 1e-05 0.5 5 3590 0.0 -48 0.0951587166816226 0.08900498409008345 50 GTEX 100 1e-05 0.5 5 3590 0.0 -49 0.09469457604388468 0.08827785630586482 50 GTEX 100 1e-05 0.5 5 3590 0.0 -50 0.0938945377071027 0.0875334877081697 50 GTEX 100 1e-05 0.5 5 3590 0.0 -51 0.09302919790081053 0.08676200949307178 50 GTEX 100 1e-05 0.5 5 3590 0.0 -52 0.09256406714253383 0.08599117695718664 50 GTEX 100 1e-05 0.5 5 3590 0.0 -53 0.0914675266210124 0.08520652331100217 50 GTEX 100 1e-05 0.5 5 3590 0.0 -54 0.09114040164417636 0.08441606692318228 50 GTEX 100 1e-05 0.5 5 3590 0.0 -55 0.08999441670879739 0.08360653551925724 50 GTEX 100 1e-05 0.5 5 3590 0.0 -56 0.08926226937356564 0.08280851961088724 50 GTEX 100 1e-05 0.5 5 3590 0.0 -57 0.08810302987970192 0.08200152582372096 50 GTEX 100 1e-05 0.5 5 3590 0.0 -58 0.08802071610687777 0.08121891726275814 50 GTEX 100 1e-05 0.5 5 3590 0.0 -59 0.0872247466394286 0.08045295199570547 50 GTEX 100 1e-05 0.5 5 3590 0.0 -60 0.08667061905715714 0.07970461171446191 50 GTEX 100 1e-05 0.5 5 3590 0.0 -61 0.08585645136519522 0.07896930323524166 50 GTEX 100 1e-05 0.5 5 3590 0.0 -62 0.0850706966106902 0.07825677068514515 50 GTEX 100 1e-05 0.5 5 3590 0.0 -63 0.08435824177462738 0.07757125906787897 50 GTEX 100 1e-05 0.5 5 3590 0.0 -64 0.08391139725483092 0.07690919553259026 50 GTEX 100 1e-05 0.5 5 3590 0.0 -65 0.08313683633304668 0.07626754709806279 50 GTEX 100 1e-05 0.5 5 3590 0.0 -66 0.08297320252580125 0.07567043771025346 50 GTEX 100 1e-05 0.5 5 3590 0.0 -67 0.08222685389364738 0.07510293340275043 50 GTEX 100 1e-05 0.5 5 3590 0.0 -68 0.08200636841108848 0.07456057653284345 50 GTEX 100 1e-05 0.5 5 3590 0.0 -69 0.08135248775657586 0.07404905547717225 50 GTEX 100 1e-05 0.5 5 3590 0.0 -70 0.08082144258848223 0.0735603075035398 50 GTEX 100 1e-05 0.5 5 3590 0.0 -71 0.08056871546407783 0.0731098440550126 50 GTEX 100 1e-05 0.5 5 3590 0.0 -72 0.07982920517579699 0.07268714005332935 50 GTEX 100 1e-05 0.5 5 3590 0.0 -73 0.07977258731350673 0.07230449746940072 50 GTEX 100 1e-05 0.5 5 3590 0.0 -74 0.07974187763915641 0.07194293099154538 50 GTEX 100 1e-05 0.5 5 3590 0.0 -75 0.07905031713435047 0.07160122565103574 50 GTEX 100 1e-05 0.5 5 3590 0.0 -76 0.07865720968904019 0.07128013370154929 50 GTEX 100 1e-05 0.5 5 3590 0.0 -77 0.07804001258078026 0.07097584834966822 50 GTEX 100 1e-05 0.5 5 3590 0.0 -78 0.07806894286335289 0.0706993193496656 50 GTEX 100 1e-05 0.5 5 3590 0.0 -79 0.07758221141911363 0.07044529899274896 50 GTEX 100 1e-05 0.5 5 3590 0.0 -80 0.07699870621722364 0.07020892099452562 50 GTEX 100 1e-05 0.5 5 3590 0.0 -81 0.07719112322516712 0.06999770090862145 50 GTEX 100 1e-05 0.5 5 3590 0.0 -82 0.07681325998806936 0.06979242780957612 50 GTEX 100 1e-05 0.5 5 3590 0.0 -83 0.07649265276764923 0.06961107081220178 50 GTEX 100 1e-05 0.5 5 3590 0.0 -84 0.07648310534718221 0.06944179877695475 50 GTEX 100 1e-05 0.5 5 3590 0.0 -85 0.07655929996217582 0.06928743127407683 50 GTEX 100 1e-05 0.5 5 3590 0.0 -86 0.0763785262693759 0.06914773346155087 50 GTEX 100 1e-05 0.5 5 3590 0.0 -87 0.07600659903151075 0.06901066862896595 50 GTEX 100 1e-05 0.5 5 3590 0.0 -88 0.07591606655801578 0.06888470875927931 50 GTEX 100 1e-05 0.5 5 3590 0.0 -89 0.07573645331577022 0.06877182727899163 50 GTEX 100 1e-05 0.5 5 3590 0.0 -90 0.07549673483032251 0.06866849288910967 50 GTEX 100 1e-05 0.5 5 3590 0.0 -91 0.07555888628297312 0.06857692305097789 50 GTEX 100 1e-05 0.5 5 3590 0.0 -92 0.07546098658889201 0.06849232075218918 50 GTEX 100 1e-05 0.5 5 3590 0.0 -93 0.07507133889509328 0.06840884526164588 50 GTEX 100 1e-05 0.5 5 3590 0.0 -94 0.07498546748065868 0.06832490015080901 50 GTEX 100 1e-05 0.5 5 3590 0.0 -95 0.07479107556832157 0.06825289368176188 50 GTEX 100 1e-05 0.5 5 3590 0.0 -96 0.07475368336379824 0.06818948371668733 50 GTEX 100 1e-05 0.5 5 3590 0.0 -97 0.0745431676631343 0.0681315267408982 50 GTEX 100 1e-05 0.5 5 3590 0.0 -98 0.07438414412279801 0.06807128927128624 50 GTEX 100 1e-05 0.5 5 3590 0.0 -99 0.07429825056517805 0.06801561964498727 50 GTEX 100 1e-05 0.5 5 3590 0.0 -0 0.08085079036052557 0.04792203575712646 50 GTEX 100 0.0005 0.5 125 640 0.0 -1 0.028886596458073063 0.0074917900441533155 50 GTEX 100 0.0005 0.5 125 640 0.0 -2 0.007328472705553023 0.0054346799368867405 50 GTEX 100 0.0005 0.5 125 640 0.0 -3 0.006329691189476907 0.004751648670664418 50 GTEX 100 0.0005 0.5 125 640 0.0 -4 0.0058013751701577465 0.00443916904125646 50 GTEX 100 0.0005 0.5 125 640 0.0 -5 0.0055801282454629505 0.004149061737904332 50 GTEX 100 0.0005 0.5 125 640 0.0 -6 0.005366585016090455 0.0040216140733224425 50 GTEX 100 0.0005 0.5 125 640 0.0 -7 0.005274556883449154 0.0040756846727633385 50 GTEX 100 0.0005 0.5 125 640 0.0 -8 0.005158855606453263 0.003786685067838051 50 GTEX 100 0.0005 0.5 125 640 0.0 -9 0.0051326382078593965 0.0037599628005077633 50 GTEX 100 0.0005 0.5 125 640 0.0 -10 0.005031909580140113 0.003875693763577921 50 GTEX 100 0.0005 0.5 125 640 0.0 -11 0.005019423636312994 0.0036628376125949413 50 GTEX 100 0.0005 0.5 125 640 0.0 -12 0.005014923636294808 0.0036654866180124155 50 GTEX 100 0.0005 0.5 125 640 0.0 -13 0.004947798733444149 0.003600436170716476 50 GTEX 100 0.0005 0.5 125 640 0.0 -14 0.004922827428173944 0.003589970690902932 50 GTEX 100 0.0005 0.5 125 640 0.0 -15 0.004849252108413873 0.003670785167987526 50 GTEX 100 0.0005 0.5 125 640 0.0 -16 0.004834596926388329 0.003505930151372525 50 GTEX 100 0.0005 0.5 125 640 0.0 -17 0.004809297253472668 0.003440861676522166 50 GTEX 100 0.0005 0.5 125 640 0.0 -18 0.00475324214560264 0.0034488073909591478 50 GTEX 100 0.0005 0.5 125 640 0.0 -19 0.004750013208943255 0.003356409870431592 50 GTEX 100 0.0005 0.5 125 640 0.0 -20 0.0047492026932792536 0.0034819780384144346 50 GTEX 100 0.0005 0.5 125 640 0.0 -21 0.004698468144338496 0.0032698650868297928 50 GTEX 100 0.0005 0.5 125 640 0.0 -22 0.004638194378577169 0.00332245605239935 50 GTEX 100 0.0005 0.5 125 640 0.0 -23 0.004657140004114017 0.0034523161208724513 50 GTEX 100 0.0005 0.5 125 640 0.0 -24 0.0046527878619085925 0.003481489573446007 50 GTEX 100 0.0005 0.5 125 640 0.0 -25 0.004593832548473589 0.0032716000916528385 50 GTEX 100 0.0005 0.5 125 640 0.0 -26 0.004578039155216649 0.003236629044948705 50 GTEX 100 0.0005 0.5 125 640 0.0 -27 0.004601578145097377 0.003373031095006705 50 GTEX 100 0.0005 0.5 125 640 0.0 -28 0.004553484382369337 0.0032128516337639537 50 GTEX 100 0.0005 0.5 125 640 0.0 -29 0.004551528251056132 0.003230927051257469 50 GTEX 100 0.0005 0.5 125 640 0.0 -30 0.004526424781378314 0.003332125466979133 50 GTEX 100 0.0005 0.5 125 640 0.0 -31 0.004542378699718832 0.0031374302119930265 50 GTEX 100 0.0005 0.5 125 640 0.0 -32 0.0044910059069180296 0.003188400583327553 50 GTEX 100 0.0005 0.5 125 640 0.0 -33 0.004503961923050442 0.0030640638490940517 50 GTEX 100 0.0005 0.5 125 640 0.0 -34 0.00447855897923042 0.003205574680643843 50 GTEX 100 0.0005 0.5 125 640 0.0 -35 0.00445075053763476 0.003303578350969197 50 GTEX 100 0.0005 0.5 125 640 0.0 -36 0.004442088924684012 0.003084761861219521 50 GTEX 100 0.0005 0.5 125 640 0.0 -37 0.004484947504481812 0.0031646100933461698 50 GTEX 100 0.0005 0.5 125 640 0.0 -38 0.004429755703888159 0.003010600494103995 50 GTEX 100 0.0005 0.5 125 640 0.0 -39 0.0044471182448682645 0.0031971559813777305 50 GTEX 100 0.0005 0.5 125 640 0.0 -40 0.004422310732672581 0.0031632352722171307 50 GTEX 100 0.0005 0.5 125 640 0.0 -41 0.004435263305213458 0.0032012500616937817 50 GTEX 100 0.0005 0.5 125 640 0.0 -42 0.004402014310361041 0.003274055374892492 50 GTEX 100 0.0005 0.5 125 640 0.0 -43 0.0044306145340134995 0.003271434877064264 50 GTEX 100 0.0005 0.5 125 640 0.0 -44 0.004403008250286482 0.002962252801061101 50 GTEX 100 0.0005 0.5 125 640 0.0 -45 0.004408241720643676 0.003061824216163884 50 GTEX 100 0.0005 0.5 125 640 0.0 -46 0.004354221288927763 0.003088868536965164 50 GTEX 100 0.0005 0.5 125 640 0.0 -47 0.0043960429334380866 0.003089298912458575 50 GTEX 100 0.0005 0.5 125 640 0.0 -48 0.0044113209144400894 0.003061920627526684 50 GTEX 100 0.0005 0.5 125 640 0.0 -49 0.004402500559956865 0.0029885913595068536 50 GTEX 100 0.0005 0.5 125 640 0.0 -50 0.004418758187217541 0.003165969304641277 50 GTEX 100 0.0005 0.5 125 640 0.0 -51 0.004397037312340413 0.003172586264775733 50 GTEX 100 0.0005 0.5 125 640 0.0 -52 0.004379169569910832 0.0031235272364917533 50 GTEX 100 0.0005 0.5 125 640 0.0 -53 0.004377298926572774 0.003084197727619837 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0.5 75 8785 0.0 -33 0.06149089034421273 0.06080942682411961 50 GTEX 100 1e-05 0.5 75 8785 0.0 -34 0.061208837938413224 0.06049661336912855 50 GTEX 100 1e-05 0.5 75 8785 0.0 -35 0.060854531462172776 0.060207289101789664 50 GTEX 100 1e-05 0.5 75 8785 0.0 -36 0.06051586158325721 0.05993304807451968 50 GTEX 100 1e-05 0.5 75 8785 0.0 -37 0.060272852375393524 0.05968176618841665 50 GTEX 100 1e-05 0.5 75 8785 0.0 -38 0.06001874568473831 0.059452418910743175 50 GTEX 100 1e-05 0.5 75 8785 0.0 -39 0.05976510638717589 0.059229618512065686 50 GTEX 100 1e-05 0.5 75 8785 0.0 -40 0.059554939004106126 0.059017990131511884 50 GTEX 100 1e-05 0.5 75 8785 0.0 -41 0.0593467690912373 0.05881359078301676 50 GTEX 100 1e-05 0.5 75 8785 0.0 -42 0.0591578344100567 0.058618891424722534 50 GTEX 100 1e-05 0.5 75 8785 0.0 -43 0.05898606762316759 0.05842673849356945 50 GTEX 100 1e-05 0.5 75 8785 0.0 -44 0.05874711144418453 0.058243905544677614 50 GTEX 100 1e-05 0.5 75 8785 0.0 -45 0.05856506231854694 0.05805509877408865 50 GTEX 100 1e-05 0.5 75 8785 0.0 -46 0.05834640178396972 0.05786138680186336 50 GTEX 100 1e-05 0.5 75 8785 0.0 -47 0.058113665956764975 0.05766568521299744 50 GTEX 100 1e-05 0.5 75 8785 0.0 -48 0.05798670202115905 0.05746212678858763 50 GTEX 100 1e-05 0.5 75 8785 0.0 -49 0.05773822242458821 0.0572530579940901 50 GTEX 100 1e-05 0.5 75 8785 0.0 -50 0.05755425978609763 0.057087385389571414 50 GTEX 100 1e-05 0.5 75 8785 0.0 -51 0.057398715830203714 0.0569400940260393 50 GTEX 100 1e-05 0.5 75 8785 0.0 -52 0.057267953416727475 0.05680304551815805 50 GTEX 100 1e-05 0.5 75 8785 0.0 -53 0.05715430380755473 0.05665593286940807 50 GTEX 100 1e-05 0.5 75 8785 0.0 -54 0.056961201824695634 0.05649453641655554 50 GTEX 100 1e-05 0.5 75 8785 0.0 -55 0.05676443909031355 0.05629861228054694 50 GTEX 100 1e-05 0.5 75 8785 0.0 -56 0.056595913168258134 0.05609282443986872 50 GTEX 100 1e-05 0.5 75 8785 0.0 -57 0.05640094645429189 0.05589810681632036 50 GTEX 100 1e-05 0.5 75 8785 0.0 -58 0.0562226561398759 0.05571324038301584 50 GTEX 100 1e-05 0.5 75 8785 0.0 -59 0.056005315740832916 0.055539311487015214 50 GTEX 100 1e-05 0.5 75 8785 0.0 -60 0.05587910974145036 0.05536360184559351 50 GTEX 100 1e-05 0.5 75 8785 0.0 -61 0.05570289733902988 0.055161716692687886 50 GTEX 100 1e-05 0.5 75 8785 0.0 -62 0.055518266542356136 0.05498342845631416 50 GTEX 100 1e-05 0.5 75 8785 0.0 -63 0.05537846228307513 0.054840899826852536 50 GTEX 100 1e-05 0.5 75 8785 0.0 -64 0.05525554926717522 0.05470419018582473 50 GTEX 100 1e-05 0.5 75 8785 0.0 -65 0.05505952224752411 0.05456327168207205 50 GTEX 100 1e-05 0.5 75 8785 0.0 -66 0.05496863746553033 0.05443029508646224 50 GTEX 100 1e-05 0.5 75 8785 0.0 -67 0.05483847601295739 0.054315454946271366 50 GTEX 100 1e-05 0.5 75 8785 0.0 -68 0.05471623856292943 0.05419854399794181 50 GTEX 100 1e-05 0.5 75 8785 0.0 -69 0.05459030053693515 0.05404435992665844 50 GTEX 100 1e-05 0.5 75 8785 0.0 -70 0.05441989035856085 0.0538822174879648 50 GTEX 100 1e-05 0.5 75 8785 0.0 -71 0.05427552010064028 0.053760944238860346 50 GTEX 100 1e-05 0.5 75 8785 0.0 -72 0.054164058745955666 0.05365455022414601 50 GTEX 100 1e-05 0.5 75 8785 0.0 -73 0.05406988338950293 0.05353980738060556 50 GTEX 100 1e-05 0.5 75 8785 0.0 -74 0.05393541983026845 0.05339999200188388 50 GTEX 100 1e-05 0.5 75 8785 0.0 -75 0.053822178700140985 0.053245768935451486 50 GTEX 100 1e-05 0.5 75 8785 0.0 -76 0.05361226751764498 0.05307881760024979 50 GTEX 100 1e-05 0.5 75 8785 0.0 -77 0.05350644446400235 0.05290777117948795 50 GTEX 100 1e-05 0.5 75 8785 0.0 -78 0.05324079858374669 0.05273136306738218 50 GTEX 100 1e-05 0.5 75 8785 0.0 -79 0.053174733338432714 0.05257724654000295 50 GTEX 100 1e-05 0.5 75 8785 0.0 -80 0.053034732171175054 0.05242989000513753 50 GTEX 100 1e-05 0.5 75 8785 0.0 -81 0.05287040470086736 0.05226824325668721 50 GTEX 100 1e-05 0.5 75 8785 0.0 -82 0.05266971494426027 0.05211509497899973 50 GTEX 100 1e-05 0.5 75 8785 0.0 -83 0.05255945973366647 0.05196024256514052 50 GTEX 100 1e-05 0.5 75 8785 0.0 -84 0.05237493254862127 0.05179682356294797 50 GTEX 100 1e-05 0.5 75 8785 0.0 -85 0.05227325573560428 0.05165158056374285 50 GTEX 100 1e-05 0.5 75 8785 0.0 -86 0.05209421968276239 0.0515170873075497 50 GTEX 100 1e-05 0.5 75 8785 0.0 -87 0.05198395077827375 0.05138810677985048 50 GTEX 100 1e-05 0.5 75 8785 0.0 -88 0.051908741386284034 0.051265861123743615 50 GTEX 100 1e-05 0.5 75 8785 0.0 -89 0.051710668769868205 0.05114464154431575 50 GTEX 100 1e-05 0.5 75 8785 0.0 -90 0.051631853001349017 0.0510018055571576 50 GTEX 100 1e-05 0.5 75 8785 0.0 -91 0.05143682138855233 0.05083918162115173 50 GTEX 100 1e-05 0.5 75 8785 0.0 -92 0.051265490280403885 0.05067072053769242 50 GTEX 100 1e-05 0.5 75 8785 0.0 -93 0.051117978646550086 0.05052285298648443 50 GTEX 100 1e-05 0.5 75 8785 0.0 -94 0.05102403327473255 0.05036876885354972 50 GTEX 100 1e-05 0.5 75 8785 0.0 -95 0.0508465395613307 0.0502174504936988 50 GTEX 100 1e-05 0.5 75 8785 0.0 -96 0.05069366103470848 0.05005220928629542 50 GTEX 100 1e-05 0.5 75 8785 0.0 -97 0.05048797771356684 0.049869477118546064 50 GTEX 100 1e-05 0.5 75 8785 0.0 -98 0.05035583869494782 0.049700007649995534 50 GTEX 100 1e-05 0.5 75 8785 0.0 -99 0.05016382986738109 0.04952517079593111 50 GTEX 100 1e-05 0.5 75 8785 0.0 -0 0.11599343750136724 0.07805557665149522 100 GTEX 100 0.001 0.5 25 1955 0.0 -1 0.05403909489911456 0.02546997495817141 100 GTEX 100 0.001 0.5 25 1955 0.0 -2 0.016571181505785498 0.010152078867525205 100 GTEX 100 0.001 0.5 25 1955 0.0 -3 0.010649617083663451 0.00889606990925826 100 GTEX 100 0.001 0.5 25 1955 0.0 -4 0.00972864951623982 0.008383971878005185 100 GTEX 100 0.001 0.5 25 1955 0.0 -5 0.009252576884742087 0.00805016443267918 100 GTEX 100 0.001 0.5 25 1955 0.0 -6 0.00884994854124522 0.007684440098830389 100 GTEX 100 0.001 0.5 25 1955 0.0 -7 0.0085440172397802 0.007489601932749322 100 GTEX 100 0.001 0.5 25 1955 0.0 -8 0.008322647566829097 0.007339851360612269 100 GTEX 100 0.001 0.5 25 1955 0.0 -9 0.008174034837093093 0.007257115623485227 100 GTEX 100 0.001 0.5 25 1955 0.0 -10 0.008009600474524646 0.007123596203148705 100 GTEX 100 0.001 0.5 25 1955 0.0 -11 0.007923429308700576 0.00705530925232478 100 GTEX 100 0.001 0.5 25 1955 0.0 -12 0.007879250707976213 0.007102552291444951 100 GTEX 100 0.001 0.5 25 1955 0.0 -13 0.007812949895108749 0.007106721774805975 100 GTEX 100 0.001 0.5 25 1955 0.0 -14 0.0077601749701023065 0.006998707697914467 100 GTEX 100 0.001 0.5 25 1955 0.0 -15 0.007738339766107238 0.006985988174016257 100 GTEX 100 0.001 0.5 25 1955 0.0 -16 0.0077363718162348095 0.0069978503818436035 100 GTEX 100 0.001 0.5 25 1955 0.0 -17 0.007726134911015845 0.006919722198490974 100 GTEX 100 0.001 0.5 25 1955 0.0 -18 0.007660057881279002 0.00692768413538092 100 GTEX 100 0.001 0.5 25 1955 0.0 -19 0.007625758418113109 0.006937863742543151 100 GTEX 100 0.001 0.5 25 1955 0.0 -20 0.007675193309401452 0.0069208662007924715 100 GTEX 100 0.001 0.5 25 1955 0.0 -21 0.007679106304631561 0.0069551874649756975 100 GTEX 100 0.001 0.5 25 1955 0.0 -22 0.0076012890779046235 0.0069594323890064145 100 GTEX 100 0.001 0.5 25 1955 0.0 -23 0.007623299244721227 0.006921495928892958 100 GTEX 100 0.001 0.5 25 1955 0.0 -24 0.0075668663417465375 0.00686296574176491 100 GTEX 100 0.001 0.5 25 1955 0.0 -25 0.007598601902245899 0.006792876892457556 100 GTEX 100 0.001 0.5 25 1955 0.0 -26 0.007554532227699498 0.006864943134354096 100 GTEX 100 0.001 0.5 25 1955 0.0 -27 0.007589295760483366 0.006831755394208114 100 GTEX 100 0.001 0.5 25 1955 0.0 -28 0.007599736840788913 0.006793551301024146 100 GTEX 100 0.001 0.5 25 1955 0.0 -29 0.007547426057362256 0.006886923883974326 100 GTEX 100 0.001 0.5 25 1955 0.0 -30 0.007569716349865851 0.006856284568178337 100 GTEX 100 0.001 0.5 25 1955 0.0 -31 0.007534335263644418 0.006863649851313222 100 GTEX 100 0.001 0.5 25 1955 0.0 -32 0.007578058727508607 0.006809119862847796 100 GTEX 100 0.001 0.5 25 1955 0.0 -33 0.007555236680114614 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GTEX 100 0.0005 0.5 5 9510 0.0 -12 0.009786304822100106 0.009339436276075731 50 GTEX 100 0.0005 0.5 5 9510 0.0 -13 0.009627652570768188 0.009189115603500443 50 GTEX 100 0.0005 0.5 5 9510 0.0 -14 0.009482270381141392 0.009040349464112815 50 GTEX 100 0.0005 0.5 5 9510 0.0 -15 0.0093552759566492 0.00892525434338208 50 GTEX 100 0.0005 0.5 5 9510 0.0 -16 0.009263120485493112 0.00885628836544606 50 GTEX 100 0.0005 0.5 5 9510 0.0 -17 0.009207320631257116 0.008774479494355761 50 GTEX 100 0.0005 0.5 5 9510 0.0 -18 0.009133419131800522 0.008751017483262905 50 GTEX 100 0.0005 0.5 5 9510 0.0 -19 0.009075600479466713 0.008686656732565436 50 GTEX 100 0.0005 0.5 5 9510 0.0 -20 0.009058300445287763 0.008661793891035956 50 GTEX 100 0.0005 0.5 5 9510 0.0 -21 0.009033488655594488 0.008627645235806138 50 GTEX 100 0.0005 0.5 5 9510 0.0 -22 0.008994201390938213 0.008563042402324115 50 GTEX 100 0.0005 0.5 5 9510 0.0 -23 0.008945037214079753 0.008545397703815606 50 GTEX 100 0.0005 0.5 5 9510 0.0 -24 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GTEX 100 0.0005 0.5 5 9510 0.0 -37 0.008628120006733898 0.008137619890407179 50 GTEX 100 0.0005 0.5 5 9510 0.0 -38 0.008557988560773385 0.008109192784429444 50 GTEX 100 0.0005 0.5 5 9510 0.0 -39 0.008601805976118522 0.008110197454853826 50 GTEX 100 0.0005 0.5 5 9510 0.0 -40 0.008530750401501839 0.008075362550335521 50 GTEX 100 0.0005 0.5 5 9510 0.0 -41 0.008544351080999374 0.008065281330498057 50 GTEX 100 0.0005 0.5 5 9510 0.0 -42 0.008516114905064966 0.00801551160615065 50 GTEX 100 0.0005 0.5 5 9510 0.0 -43 0.008524776389856796 0.008077689553628687 50 GTEX 100 0.0005 0.5 5 9510 0.0 -44 0.008544439256794888 0.008048606909875237 50 GTEX 100 0.0005 0.5 5 9510 0.0 -45 0.008547821207702148 0.008061026100834173 50 GTEX 100 0.0005 0.5 5 9510 0.0 -46 0.008548345915401427 0.008047898735553593 50 GTEX 100 0.0005 0.5 5 9510 0.0 -47 0.008536818963293039 0.008034800981373274 50 GTEX 100 0.0005 0.5 5 9510 0.0 -48 0.008513713087695723 0.008078086352818592 50 GTEX 100 0.0005 0.5 5 9510 0.0 -49 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0.06507638924730368 50 GTEX 100 5e-05 0.5 5 6246 0.0 -31 0.07182537841830873 0.06466416426767868 50 GTEX 100 5e-05 0.5 5 6246 0.0 -32 0.07138320631838982 0.06425661068877113 50 GTEX 100 5e-05 0.5 5 6246 0.0 -33 0.07065047850210412 0.06380232315892956 50 GTEX 100 5e-05 0.5 5 6246 0.0 -34 0.0698647963826931 0.06330204534100035 50 GTEX 100 5e-05 0.5 5 6246 0.0 -35 0.06896885888072761 0.06278660880692105 50 GTEX 100 5e-05 0.5 5 6246 0.0 -36 0.06843213079940105 0.0622280352667484 50 GTEX 100 5e-05 0.5 5 6246 0.0 -37 0.06764886366838738 0.061619833154256815 50 GTEX 100 5e-05 0.5 5 6246 0.0 -38 0.06649594327738485 0.06092367680325481 50 GTEX 100 5e-05 0.5 5 6246 0.0 -39 0.06560646617369753 0.06009733162027121 50 GTEX 100 5e-05 0.5 5 6246 0.0 -40 0.0641441218184294 0.0591190261730903 50 GTEX 100 5e-05 0.5 5 6246 0.0 -41 0.06310708431488259 0.058053915264941885 50 GTEX 100 5e-05 0.5 5 6246 0.0 -42 0.06185810997164513 0.05693081677129967 50 GTEX 100 5e-05 0.5 5 6246 0.0 -43 0.060440644560462636 0.05578682399549639 50 GTEX 100 5e-05 0.5 5 6246 0.0 -44 0.059108882956344526 0.05461697447549254 50 GTEX 100 5e-05 0.5 5 6246 0.0 -45 0.05776175291559709 0.053471569205588265 50 GTEX 100 5e-05 0.5 5 6246 0.0 -46 0.056174205279474934 0.0522916630732016 50 GTEX 100 5e-05 0.5 5 6246 0.0 -47 0.05468532687569163 0.051116511339017186 50 GTEX 100 5e-05 0.5 5 6246 0.0 -48 0.05343263383608088 0.04990609546861268 50 GTEX 100 5e-05 0.5 5 6246 0.0 -49 0.05193571315109698 0.04872423616510607 50 GTEX 100 5e-05 0.5 5 6246 0.0 -50 0.050513003390190714 0.04746449373294192 50 GTEX 100 5e-05 0.5 5 6246 0.0 -51 0.04916830224147238 0.046185135140221836 50 GTEX 100 5e-05 0.5 5 6246 0.0 -52 0.047825364391450784 0.04499743167778385 50 GTEX 100 5e-05 0.5 5 6246 0.0 -53 0.046475302709755084 0.043719120953982775 50 GTEX 100 5e-05 0.5 5 6246 0.0 -54 0.04502380720966467 0.0424444446687236 50 GTEX 100 5e-05 0.5 5 6246 0.0 -55 0.04351921824066871 0.041132196507809735 50 GTEX 100 5e-05 0.5 5 6246 0.0 -56 0.04214783313660457 0.03975677025635433 50 GTEX 100 5e-05 0.5 5 6246 0.0 -57 0.040730375301530036 0.0383408176694986 50 GTEX 100 5e-05 0.5 5 6246 0.0 -58 0.03920483927702758 0.037011833379873765 50 GTEX 100 5e-05 0.5 5 6246 0.0 -59 0.03783706247883675 0.035629993998675745 50 GTEX 100 5e-05 0.5 5 6246 0.0 -60 0.03635640039975482 0.033920944161968086 50 GTEX 100 5e-05 0.5 5 6246 0.0 -61 0.03487383177281811 0.03245938805502064 50 GTEX 100 5e-05 0.5 5 6246 0.0 -62 0.0334169477802012 0.030975290616627207 50 GTEX 100 5e-05 0.5 5 6246 0.0 -63 0.03205363563402308 0.02951927154108938 50 GTEX 100 5e-05 0.5 5 6246 0.0 -64 0.030683500266281645 0.028272255950610906 50 GTEX 100 5e-05 0.5 5 6246 0.0 -65 0.029305406373214157 0.02692643403936135 50 GTEX 100 5e-05 0.5 5 6246 0.0 -66 0.0280652102696832 0.02577497772943271 50 GTEX 100 5e-05 0.5 5 6246 0.0 -67 0.026873442013136583 0.024565015430827786 50 GTEX 100 5e-05 0.5 5 6246 0.0 -68 0.025686674358330497 0.023489440440734984 50 GTEX 100 5e-05 0.5 5 6246 0.0 -69 0.024589013722054784 0.02244491472542853 50 GTEX 100 5e-05 0.5 5 6246 0.0 -70 0.02355619152909293 0.021543025428662963 50 GTEX 100 5e-05 0.5 5 6246 0.0 -71 0.022585049665676538 0.020624544673347886 50 GTEX 100 5e-05 0.5 5 6246 0.0 -72 0.021672505262447808 0.01982288419874562 50 GTEX 100 5e-05 0.5 5 6246 0.0 -73 0.020780513168138386 0.01901134868425108 50 GTEX 100 5e-05 0.5 5 6246 0.0 -74 0.019967461368843267 0.01827450139101014 50 GTEX 100 5e-05 0.5 5 6246 0.0 -75 0.01917034525924384 0.017585668178140664 50 GTEX 100 5e-05 0.5 5 6246 0.0 -76 0.01844006233677556 0.016934922418270274 50 GTEX 100 5e-05 0.5 5 6246 0.0 -77 0.017756083659891456 0.01633355029090219 50 GTEX 100 5e-05 0.5 5 6246 0.0 -78 0.017132593260384844 0.015770756218143292 50 GTEX 100 5e-05 0.5 5 6246 0.0 -79 0.016528794445940333 0.015258817906941185 50 GTEX 100 5e-05 0.5 5 6246 0.0 -80 0.015978079490081062 0.014762090713833904 50 GTEX 100 5e-05 0.5 5 6246 0.0 -81 0.01543391378236567 0.014278402440462391 50 GTEX 100 5e-05 0.5 5 6246 0.0 -82 0.01493620093431026 0.013765912465821994 50 GTEX 100 5e-05 0.5 5 6246 0.0 -83 0.014524779499035157 0.013493946084164848 50 GTEX 100 5e-05 0.5 5 6246 0.0 -84 0.014089670834221356 0.0130893204470976 50 GTEX 100 5e-05 0.5 5 6246 0.0 -85 0.013687311555000694 0.012725260287537432 50 GTEX 100 5e-05 0.5 5 6246 0.0 -86 0.013305771331244484 0.01238476925001908 50 GTEX 100 5e-05 0.5 5 6246 0.0 -87 0.012981413095580357 0.012067560292426284 50 GTEX 100 5e-05 0.5 5 6246 0.0 -88 0.012676137330206694 0.011859785044785348 50 GTEX 100 5e-05 0.5 5 6246 0.0 -89 0.0123696941283264 0.011631634860111845 50 GTEX 100 5e-05 0.5 5 6246 0.0 -90 0.012130257718322508 0.011378076616249724 50 GTEX 100 5e-05 0.5 5 6246 0.0 -91 0.011872577624895434 0.01117013669625888 50 GTEX 100 5e-05 0.5 5 6246 0.0 -92 0.011660379315432809 0.010992159670353387 50 GTEX 100 5e-05 0.5 5 6246 0.0 -93 0.011460744579670593 0.01081438643765767 50 GTEX 100 5e-05 0.5 5 6246 0.0 -94 0.01127873052348774 0.010625997347537669 50 GTEX 100 5e-05 0.5 5 6246 0.0 -95 0.011106443981475459 0.010507672552387637 50 GTEX 100 5e-05 0.5 5 6246 0.0 -96 0.010967888769100369 0.010377094075225378 50 GTEX 100 5e-05 0.5 5 6246 0.0 -97 0.010817473218729556 0.010255541280620223 50 GTEX 100 5e-05 0.5 5 6246 0.0 -98 0.010701789010012742 0.01015420045222053 50 GTEX 100 5e-05 0.5 5 6246 0.0 -99 0.010576641410286221 0.01003475361698424 50 GTEX 100 5e-05 0.5 5 6246 0.0 -0 0.14974781448377456 0.1256324606221665 50 GTEX 100 5e-05 0.5 25 2408 0.0 -1 0.11739260355547565 0.10792936622643197 50 GTEX 100 5e-05 0.5 25 2408 0.0 -2 0.1060618338845745 0.10016070279388373 50 GTEX 100 5e-05 0.5 25 2408 0.0 -3 0.09905574752427687 0.09375761192957713 50 GTEX 100 5e-05 0.5 25 2408 0.0 -4 0.09236104697936616 0.08638109016044511 50 GTEX 100 5e-05 0.5 25 2408 0.0 -5 0.08424459093379108 0.07727090202753535 50 GTEX 100 5e-05 0.5 25 2408 0.0 -6 0.07587125333911629 0.06967601066759782 50 GTEX 100 5e-05 0.5 25 2408 0.0 -7 0.07016180649917607 0.06591329606738608 50 GTEX 100 5e-05 0.5 25 2408 0.0 -8 0.0673761030833598 0.06422586974903885 50 GTEX 100 5e-05 0.5 25 2408 0.0 -9 0.0659899274112557 0.06338756928794058 50 GTEX 100 5e-05 0.5 25 2408 0.0 -10 0.06510802848024341 0.06269617757614801 50 GTEX 100 5e-05 0.5 25 2408 0.0 -11 0.06435612162091707 0.06207674437914285 50 GTEX 100 5e-05 0.5 25 2408 0.0 -12 0.06353245173847838 0.0614221900871498 50 GTEX 100 5e-05 0.5 25 2408 0.0 -13 0.06296048824224526 0.06090829629776823 50 GTEX 100 5e-05 0.5 25 2408 0.0 -14 0.06252715685787026 0.06046725661554037 50 GTEX 100 5e-05 0.5 25 2408 0.0 -15 0.062043162439936524 0.060052713882107235 50 GTEX 100 5e-05 0.5 25 2408 0.0 -16 0.06160306290667211 0.05965264827834563 50 GTEX 100 5e-05 0.5 25 2408 0.0 -17 0.061231869108305186 0.05935368742156391 50 GTEX 100 5e-05 0.5 25 2408 0.0 -18 0.060952726330124524 0.059106806250636114 50 GTEX 100 5e-05 0.5 25 2408 0.0 -19 0.06064439115445151 0.058823133971074686 50 GTEX 100 5e-05 0.5 25 2408 0.0 -20 0.06032057822473112 0.058563740144947626 50 GTEX 100 5e-05 0.5 25 2408 0.0 -21 0.06010002015587256 0.05834379591076092 50 GTEX 100 5e-05 0.5 25 2408 0.0 -22 0.059850487430319566 0.058083872980094674 50 GTEX 100 5e-05 0.5 25 2408 0.0 -23 0.05957193609342425 0.057865128161902674 50 GTEX 100 5e-05 0.5 25 2408 0.0 -24 0.0594060182413223 0.05763522693497826 50 GTEX 100 5e-05 0.5 25 2408 0.0 -25 0.059078340837422076 0.057287845080682985 50 GTEX 100 5e-05 0.5 25 2408 0.0 -26 0.05874720359740721 0.057050772060856174 50 GTEX 100 5e-05 0.5 25 2408 0.0 -27 0.058567902103760575 0.05678892737615698 50 GTEX 100 5e-05 0.5 25 2408 0.0 -28 0.0583192700575445 0.05664802477925222 50 GTEX 100 5e-05 0.5 25 2408 0.0 -29 0.05811190922562873 0.05647304101701925 50 GTEX 100 5e-05 0.5 25 2408 0.0 -30 0.0578185978982162 0.056156308414988185 50 GTEX 100 5e-05 0.5 25 2408 0.0 -31 0.057432891526925 0.0557041058437226 50 GTEX 100 5e-05 0.5 25 2408 0.0 -32 0.057092376883230524 0.05549479002565032 50 GTEX 100 5e-05 0.5 25 2408 0.0 -33 0.05685583100366633 0.05529045992081156 50 GTEX 100 5e-05 0.5 25 2408 0.0 -34 0.056682073819394274 0.0551140846280884 50 GTEX 100 5e-05 0.5 25 2408 0.0 -35 0.05653716131196401 0.05500986036833928 50 GTEX 100 5e-05 0.5 25 2408 0.0 -36 0.05632703931825307 0.05473091949783124 50 GTEX 100 5e-05 0.5 25 2408 0.0 -37 0.05602754332621787 0.054468776825319684 50 GTEX 100 5e-05 0.5 25 2408 0.0 -38 0.05567343680878067 0.054145013750619315 50 GTEX 100 5e-05 0.5 25 2408 0.0 -39 0.05548250410295381 0.05398991237971719 50 GTEX 100 5e-05 0.5 25 2408 0.0 -40 0.055309383386122936 0.053827240808155145 50 GTEX 100 5e-05 0.5 25 2408 0.0 -41 0.055051461826241405 0.053539485383792974 50 GTEX 100 5e-05 0.5 25 2408 0.0 -42 0.054744885725013376 0.053125201366813465 50 GTEX 100 5e-05 0.5 25 2408 0.0 -43 0.054251272187661605 0.05276665921560258 50 GTEX 100 5e-05 0.5 25 2408 0.0 -44 0.05401784083061766 0.052496169258206514 50 GTEX 100 5e-05 0.5 25 2408 0.0 -45 0.053716107209339885 0.05224191596441169 50 GTEX 100 5e-05 0.5 25 2408 0.0 -46 0.05343384481710719 0.05190664976693605 50 GTEX 100 5e-05 0.5 25 2408 0.0 -47 0.05304619951426095 0.051499419353420735 50 GTEX 100 5e-05 0.5 25 2408 0.0 -48 0.0526696542728296 0.05105462414655169 50 GTEX 100 5e-05 0.5 25 2408 0.0 -49 0.05218070507713793 0.05059965010095005 50 GTEX 100 5e-05 0.5 25 2408 0.0 -50 0.051724032979854825 0.050106371664389006 50 GTEX 100 5e-05 0.5 25 2408 0.0 -51 0.051200865452602114 0.04970832674732226 50 GTEX 100 5e-05 0.5 25 2408 0.0 -52 0.0509964347438946 0.049528522870216536 50 GTEX 100 5e-05 0.5 25 2408 0.0 -53 0.05064275998905895 0.04917755682630457 50 GTEX 100 5e-05 0.5 25 2408 0.0 -54 0.05022927493272518 0.04868325417570968 50 GTEX 100 5e-05 0.5 25 2408 0.0 -55 0.049830281901783915 0.04833115176952837 50 GTEX 100 5e-05 0.5 25 2408 0.0 -56 0.04930997262958225 0.047751325540272914 50 GTEX 100 5e-05 0.5 25 2408 0.0 -57 0.04877099545391772 0.047211665164381834 50 GTEX 100 5e-05 0.5 25 2408 0.0 -58 0.04830916223352419 0.04682770889153272 50 GTEX 100 5e-05 0.5 25 2408 0.0 -59 0.047854409793639134 0.0463164806606765 50 GTEX 100 5e-05 0.5 25 2408 0.0 -60 0.04716611512259532 0.04540857537419397 50 GTEX 100 5e-05 0.5 25 2408 0.0 -61 0.04622937318162303 0.04453358391986826 50 GTEX 100 5e-05 0.5 25 2408 0.0 -62 0.045422499393606514 0.043723668471092055 50 GTEX 100 5e-05 0.5 25 2408 0.0 -63 0.044516975046135984 0.04269093751709045 50 GTEX 100 5e-05 0.5 25 2408 0.0 -64 0.043461215411302746 0.04166500409887997 50 GTEX 100 5e-05 0.5 25 2408 0.0 -65 0.04249220106011335 0.040717201441979683 50 GTEX 100 5e-05 0.5 25 2408 0.0 -66 0.041556557969204835 0.039719185037644635 50 GTEX 100 5e-05 0.5 25 2408 0.0 -67 0.04030519666558865 0.03828000100931514 50 GTEX 100 5e-05 0.5 25 2408 0.0 -68 0.03901255720667757 0.03704996591171838 50 GTEX 100 5e-05 0.5 25 2408 0.0 -69 0.037816815354103916 0.03585773307702614 50 GTEX 100 5e-05 0.5 25 2408 0.0 -70 0.036667087135907904 0.03473154930645748 50 GTEX 100 5e-05 0.5 25 2408 0.0 -71 0.035675702481010686 0.033819131928535015 50 GTEX 100 5e-05 0.5 25 2408 0.0 -72 0.034670756743565484 0.03282187634392044 50 GTEX 100 5e-05 0.5 25 2408 0.0 -73 0.0337921066914634 0.03196795128937457 50 GTEX 100 5e-05 0.5 25 2408 0.0 -74 0.032895910814428095 0.03112223064491504 50 GTEX 100 5e-05 0.5 25 2408 0.0 -75 0.03205820450523253 0.03025871308824975 50 GTEX 100 5e-05 0.5 25 2408 0.0 -76 0.031156528294495694 0.02935069829877112 50 GTEX 100 5e-05 0.5 25 2408 0.0 -77 0.030253694223042683 0.028515081250678906 50 GTEX 100 5e-05 0.5 25 2408 0.0 -78 0.029459131961869205 0.02782073521370444 50 GTEX 100 5e-05 0.5 25 2408 0.0 -79 0.02872405822812925 0.02711205925976596 50 GTEX 100 5e-05 0.5 25 2408 0.0 -80 0.028037416334245783 0.02632980325574431 50 GTEX 100 5e-05 0.5 25 2408 0.0 -81 0.027144386700154916 0.02538937745977037 50 GTEX 100 5e-05 0.5 25 2408 0.0 -82 0.02607519071664473 0.024269831147285696 50 GTEX 100 5e-05 0.5 25 2408 0.0 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0.08105551131324623 100 GTEX 100 1e-05 0.5 25 234 0.0 -50 0.08252210380082349 0.08005950767051133 100 GTEX 100 1e-05 0.5 25 234 0.0 -51 0.08163733077273394 0.07909771819871643 100 GTEX 100 1e-05 0.5 25 234 0.0 -52 0.08069207599724787 0.0781677182296383 100 GTEX 100 1e-05 0.5 25 234 0.0 -53 0.07977831544059627 0.07728488420352284 100 GTEX 100 1e-05 0.5 25 234 0.0 -54 0.07893052306433496 0.07644660473436457 100 GTEX 100 1e-05 0.5 25 234 0.0 -55 0.0782005233410559 0.07566160176076818 100 GTEX 100 1e-05 0.5 25 234 0.0 -56 0.0774093761125638 0.07493432537571106 100 GTEX 100 1e-05 0.5 25 234 0.0 -57 0.07666514196415518 0.07426724274122216 100 GTEX 100 1e-05 0.5 25 234 0.0 -58 0.07591103733426427 0.07364922416300829 100 GTEX 100 1e-05 0.5 25 234 0.0 -59 0.07552925117484642 0.07309281378417867 100 GTEX 100 1e-05 0.5 25 234 0.0 -60 0.07494474205385106 0.07258845548439387 100 GTEX 100 1e-05 0.5 25 234 0.0 -61 0.07450743788878669 0.07212589508340386 100 GTEX 100 1e-05 0.5 25 234 0.0 -62 0.07384291563304661 0.07171234046551664 100 GTEX 100 1e-05 0.5 25 234 0.0 -63 0.07350394234031335 0.07133271664154392 100 GTEX 100 1e-05 0.5 25 234 0.0 -64 0.07309675246974515 0.07098737070089058 100 GTEX 100 1e-05 0.5 25 234 0.0 -65 0.07268209327919324 0.07067729827342377 100 GTEX 100 1e-05 0.5 25 234 0.0 -66 0.07236671316717498 0.07039283799581203 100 GTEX 100 1e-05 0.5 25 234 0.0 -67 0.07208840794931361 0.07013517439705337 100 GTEX 100 1e-05 0.5 25 234 0.0 -68 0.0717891192434959 0.06989566066759167 100 GTEX 100 1e-05 0.5 25 234 0.0 -69 0.0716126562030562 0.06967780914710049 100 GTEX 100 1e-05 0.5 25 234 0.0 -70 0.07117745919865137 0.06947438305548387 100 GTEX 100 1e-05 0.5 25 234 0.0 -71 0.07095686829041639 0.06928870319866863 100 GTEX 100 1e-05 0.5 25 234 0.0 -72 0.07076196657798478 0.0691154715906078 100 GTEX 100 1e-05 0.5 25 234 0.0 -73 0.07055150577095098 0.06895398524210934 100 GTEX 100 1e-05 0.5 25 234 0.0 -74 0.07045349764483297 0.06880024287977146 100 GTEX 100 1e-05 0.5 25 234 0.0 -75 0.07025812945695692 0.06865663922784901 100 GTEX 100 1e-05 0.5 25 234 0.0 -76 0.07011228314945889 0.06852021779397595 100 GTEX 100 1e-05 0.5 25 234 0.0 -77 0.06989832546707946 0.06838752485160139 100 GTEX 100 1e-05 0.5 25 234 0.0 -78 0.06976926246949358 0.06826281284084791 100 GTEX 100 1e-05 0.5 25 234 0.0 -79 0.06954727037754208 0.06814070782507327 100 GTEX 100 1e-05 0.5 25 234 0.0 -80 0.0694367208135308 0.06802178502876043 100 GTEX 100 1e-05 0.5 25 234 0.0 -81 0.06928382204552191 0.06790458184344687 100 GTEX 100 1e-05 0.5 25 234 0.0 -82 0.06917364552760308 0.0677847358267117 100 GTEX 100 1e-05 0.5 25 234 0.0 -83 0.0690958164132572 0.06767333026961228 100 GTEX 100 1e-05 0.5 25 234 0.0 -84 0.06879537364264735 0.06756107945405937 100 GTEX 100 1e-05 0.5 25 234 0.0 -85 0.06883759507316213 0.06745044660432258 100 GTEX 100 1e-05 0.5 25 234 0.0 -86 0.0686155899531224 0.06734503083242663 100 GTEX 100 1e-05 0.5 25 234 0.0 -87 0.06859796039198977 0.06724319955468631 100 GTEX 100 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100 5e-05 0.5 75 654 0.0 -1 0.1046486462840148 0.09458636604391124 50 GTEX 100 5e-05 0.5 75 654 0.0 -2 0.09256563238147143 0.0826857628392856 50 GTEX 100 5e-05 0.5 75 654 0.0 -3 0.0793865249938165 0.06759611584472792 50 GTEX 100 5e-05 0.5 75 654 0.0 -4 0.06789970084327547 0.061183322518497375 50 GTEX 100 5e-05 0.5 75 654 0.0 -5 0.06374285746929675 0.05938624327881935 50 GTEX 100 5e-05 0.5 75 654 0.0 -6 0.06180685546807532 0.05817017101544617 50 GTEX 100 5e-05 0.5 75 654 0.0 -7 0.06048381947169047 0.05724475517189095 50 GTEX 100 5e-05 0.5 75 654 0.0 -8 0.05937857878947001 0.0564707522510689 50 GTEX 100 5e-05 0.5 75 654 0.0 -9 0.0584883087573295 0.05562670071372061 50 GTEX 100 5e-05 0.5 75 654 0.0 -10 0.057615469716582976 0.054931151266333716 50 GTEX 100 5e-05 0.5 75 654 0.0 -11 0.0568401297841434 0.05442254233949538 50 GTEX 100 5e-05 0.5 75 654 0.0 -12 0.0562453149948035 0.05387038048427595 50 GTEX 100 5e-05 0.5 75 654 0.0 -13 0.055614199405145504 0.05333359458770589 50 GTEX 100 5e-05 0.5 75 654 0.0 -14 0.0550109297812325 0.05268609064840092 50 GTEX 100 5e-05 0.5 75 654 0.0 -15 0.054332566647947285 0.05199092672606612 50 GTEX 100 5e-05 0.5 75 654 0.0 -16 0.05373306284944195 0.0515264046197835 50 GTEX 100 5e-05 0.5 75 654 0.0 -17 0.05321419221021765 0.05110490951021361 50 GTEX 100 5e-05 0.5 75 654 0.0 -18 0.05279491596955665 0.05059055652568549 50 GTEX 100 5e-05 0.5 75 654 0.0 -19 0.0522668683037494 0.050115033927525865 50 GTEX 100 5e-05 0.5 75 654 0.0 -20 0.05176636031533202 0.049724019915148784 50 GTEX 100 5e-05 0.5 75 654 0.0 -21 0.051260819305861856 0.049167313049954614 50 GTEX 100 5e-05 0.5 75 654 0.0 -22 0.05061128598288546 0.04847653104636832 50 GTEX 100 5e-05 0.5 75 654 0.0 -23 0.04995636356886493 0.047745950675849226 50 GTEX 100 5e-05 0.5 75 654 0.0 -24 0.04925517453284277 0.047212196754808665 50 GTEX 100 5e-05 0.5 75 654 0.0 -25 0.048697055931424114 0.04668696108539748 50 GTEX 100 5e-05 0.5 75 654 0.0 -26 0.048024032835526836 0.04591076242464803 50 GTEX 100 5e-05 0.5 75 654 0.0 -27 0.047283632021459916 0.04530129364263195 50 GTEX 100 5e-05 0.5 75 654 0.0 -28 0.04657118325675064 0.044595280754248914 50 GTEX 100 5e-05 0.5 75 654 0.0 -29 0.04586075719245651 0.04392552034426552 50 GTEX 100 5e-05 0.5 75 654 0.0 -30 0.045245388798392835 0.043299540140782924 50 GTEX 100 5e-05 0.5 75 654 0.0 -31 0.04448511317495095 0.04246946005681848 50 GTEX 100 5e-05 0.5 75 654 0.0 -32 0.04360741110632888 0.041546837380687096 50 GTEX 100 5e-05 0.5 75 654 0.0 -33 0.04266324049538489 0.04065106435193762 50 GTEX 100 5e-05 0.5 75 654 0.0 -34 0.04178938295350251 0.03989885525756689 50 GTEX 100 5e-05 0.5 75 654 0.0 -35 0.04098114677248112 0.038996862672524314 50 GTEX 100 5e-05 0.5 75 654 0.0 -36 0.04011411136334003 0.03820828084936613 50 GTEX 100 5e-05 0.5 75 654 0.0 -37 0.039224334695472166 0.03722678024335959 50 GTEX 100 5e-05 0.5 75 654 0.0 -38 0.03816773149507457 0.03623609941013639 50 GTEX 100 5e-05 0.5 75 654 0.0 -39 0.036988729581329705 0.034893913948802216 50 GTEX 100 5e-05 0.5 75 654 0.0 -40 0.03566228467713342 0.03367826370203676 50 GTEX 100 5e-05 0.5 75 654 0.0 -41 0.034492301703399716 0.032426401735513616 50 GTEX 100 5e-05 0.5 75 654 0.0 -42 0.03314783064556233 0.03114020862322683 50 GTEX 100 5e-05 0.5 75 654 0.0 -43 0.03198175045822079 0.03000187060083953 50 GTEX 100 5e-05 0.5 75 654 0.0 -44 0.0306980266179006 0.028634376767243726 50 GTEX 100 5e-05 0.5 75 654 0.0 -45 0.029438634097593456 0.02746582427150623 50 GTEX 100 5e-05 0.5 75 654 0.0 -46 0.028160292825419493 0.026170696691386826 50 GTEX 100 5e-05 0.5 75 654 0.0 -47 0.02684563514897038 0.024883367436382028 50 GTEX 100 5e-05 0.5 75 654 0.0 -48 0.02546016135803621 0.02342205727649959 50 GTEX 100 5e-05 0.5 75 654 0.0 -49 0.023918999431809654 0.02185339331201954 50 GTEX 100 5e-05 0.5 75 654 0.0 -50 0.022057928168148454 0.019617424558975624 50 GTEX 100 5e-05 0.5 75 654 0.0 -51 0.01926169643994904 0.016051047612619038 50 GTEX 100 5e-05 0.5 75 654 0.0 -52 0.015530341997009953 0.01217752795121119 50 GTEX 100 5e-05 0.5 75 654 0.0 -53 0.012496298187392351 0.009730747298907643 50 GTEX 100 5e-05 0.5 75 654 0.0 -54 0.01062277817530643 0.008178312236712289 50 GTEX 100 5e-05 0.5 75 654 0.0 -55 0.0094162043114392 0.007146348069269678 50 GTEX 100 5e-05 0.5 75 654 0.0 -56 0.008512360424537605 0.006434789595828026 50 GTEX 100 5e-05 0.5 75 654 0.0 -57 0.007926938431474217 0.005949078864301113 50 GTEX 100 5e-05 0.5 75 654 0.0 -58 0.007430474714091628 0.005570217626197653 50 GTEX 100 5e-05 0.5 75 654 0.0 -59 0.00706780137317327 0.005260010795249912 50 GTEX 100 5e-05 0.5 75 654 0.0 -60 0.00677476401499923 0.0050303075027018215 50 GTEX 100 5e-05 0.5 75 654 0.0 -61 0.006515380579557572 0.0048406976983376105 50 GTEX 100 5e-05 0.5 75 654 0.0 -62 0.006347747626743429 0.004680104668786884 50 GTEX 100 5e-05 0.5 75 654 0.0 -63 0.006152628427667494 0.004577325248892487 50 GTEX 100 5e-05 0.5 75 654 0.0 -64 0.0059937325196941366 0.004436410573123469 50 GTEX 100 5e-05 0.5 75 654 0.0 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GTEX 100 5e-05 0.5 75 654 0.0 -78 0.005209819522574253 0.003816879107864722 50 GTEX 100 5e-05 0.5 75 654 0.0 -79 0.005212129456811247 0.0037968563196557376 50 GTEX 100 5e-05 0.5 75 654 0.0 -80 0.005147098478762482 0.00373497407019365 50 GTEX 100 5e-05 0.5 75 654 0.0 -81 0.005135949821187492 0.0037431294579207608 50 GTEX 100 5e-05 0.5 75 654 0.0 -82 0.0051235423637907215 0.0036916493357623094 50 GTEX 100 5e-05 0.5 75 654 0.0 -83 0.00506975108878027 0.0036791739339086843 50 GTEX 100 5e-05 0.5 75 654 0.0 -84 0.00507235762466336 0.0036691625238690147 50 GTEX 100 5e-05 0.5 75 654 0.0 -85 0.00504614522089796 0.003671831978987832 50 GTEX 100 5e-05 0.5 75 654 0.0 -86 0.005009412660634454 0.0036327110354685906 50 GTEX 100 5e-05 0.5 75 654 0.0 -87 0.004994119507421662 0.003601918019577436 50 GTEX 100 5e-05 0.5 75 654 0.0 -88 0.004964862635934273 0.003596264082839281 50 GTEX 100 5e-05 0.5 75 654 0.0 -89 0.004960004563832045 0.0036072014373312827 50 GTEX 100 5e-05 0.5 75 654 0.0 -90 0.004958679559341032 0.0035620667071333116 50 GTEX 100 5e-05 0.5 75 654 0.0 -91 0.00491329602326785 0.003572327917452349 50 GTEX 100 5e-05 0.5 75 654 0.0 -92 0.004890121149427082 0.0035703931735941844 50 GTEX 100 5e-05 0.5 75 654 0.0 -93 0.0048817469663855065 0.00350361742821129 50 GTEX 100 5e-05 0.5 75 654 0.0 -94 0.004867436625578907 0.003511314351596788 50 GTEX 100 5e-05 0.5 75 654 0.0 -95 0.004874753924343451 0.0035098598041206942 50 GTEX 100 5e-05 0.5 75 654 0.0 -96 0.004858857563474374 0.003521252477084757 50 GTEX 100 5e-05 0.5 75 654 0.0 -97 0.004860257870860313 0.0034870518913258843 50 GTEX 100 5e-05 0.5 75 654 0.0 -98 0.004827286466160083 0.003459762021839024 50 GTEX 100 5e-05 0.5 75 654 0.0 -99 0.0048161671218081865 0.003436965328736847 50 GTEX 100 5e-05 0.5 75 654 0.0 -0 0.1643783018926362 0.16314938896735812 100 GTEX 100 1e-05 0.5 100 9410 0.0 -1 0.15859806128857545 0.1528669127153353 100 GTEX 100 1e-05 0.5 100 9410 0.0 -2 0.14725684344428538 0.14030690791489053 100 GTEX 100 1e-05 0.5 100 9410 0.0 -3 0.136380796637998 0.13052133892878834 100 GTEX 100 1e-05 0.5 100 9410 0.0 -4 0.1281426768894368 0.12359200267850673 100 GTEX 100 1e-05 0.5 100 9410 0.0 -5 0.12221039317408974 0.11858481500198632 100 GTEX 100 1e-05 0.5 100 9410 0.0 -6 0.11776712598513055 0.11483729656204975 100 GTEX 100 1e-05 0.5 100 9410 0.0 -7 0.11432743702271525 0.1118505366231552 100 GTEX 100 1e-05 0.5 100 9410 0.0 -8 0.11144373639812058 0.1093790633710165 100 GTEX 100 1e-05 0.5 100 9410 0.0 -9 0.10910444238095346 0.10727786040464736 100 GTEX 100 1e-05 0.5 100 9410 0.0 -10 0.10701957207125497 0.1053954132552836 100 GTEX 100 1e-05 0.5 100 9410 0.0 -11 0.10522288601486236 0.10371435263650952 100 GTEX 100 1e-05 0.5 100 9410 0.0 -12 0.10352234427152243 0.10214391699195363 100 GTEX 100 1e-05 0.5 100 9410 0.0 -13 0.10193310222407764 0.10064397432165 100 GTEX 100 1e-05 0.5 100 9410 0.0 -14 0.10049420483571694 0.09920431772678977 100 GTEX 100 1e-05 0.5 100 9410 0.0 -15 0.0990173012054406 0.09778059237130242 100 GTEX 100 1e-05 0.5 100 9410 0.0 -16 0.09771059642683506 0.0963720020912446 100 GTEX 100 1e-05 0.5 100 9410 0.0 -17 0.09625282622279592 0.09494885589799952 100 GTEX 100 1e-05 0.5 100 9410 0.0 -18 0.0947945235843856 0.09345622386202612 100 GTEX 100 1e-05 0.5 100 9410 0.0 -19 0.09334295906863924 0.0919516871297314 100 GTEX 100 1e-05 0.5 100 9410 0.0 -20 0.09188334958249468 0.09035391714636364 100 GTEX 100 1e-05 0.5 100 9410 0.0 -21 0.0902911899161777 0.08869671000047329 100 GTEX 100 1e-05 0.5 100 9410 0.0 -22 0.0886337098552305 0.08692843690797858 100 GTEX 100 1e-05 0.5 100 9410 0.0 -23 0.08691813711683362 0.08507511535298233 100 GTEX 100 1e-05 0.5 100 9410 0.0 -24 0.08512460855700038 0.08313011802987907 100 GTEX 100 1e-05 0.5 100 9410 0.0 -25 0.0832184116153716 0.08112406518182827 100 GTEX 100 1e-05 0.5 100 9410 0.0 -26 0.08127319927992256 0.07908896821420003 100 GTEX 100 1e-05 0.5 100 9410 0.0 -27 0.07938781517985832 0.0771230289238034 100 GTEX 100 1e-05 0.5 100 9410 0.0 -28 0.07752240602656202 0.07527937918561492 100 GTEX 100 1e-05 0.5 100 9410 0.0 -29 0.07581620406840688 0.07363408693455925 100 GTEX 100 1e-05 0.5 100 9410 0.0 -30 0.07427819703670292 0.07220618265323313 100 GTEX 100 1e-05 0.5 100 9410 0.0 -31 0.07293966765594895 0.07095369257514468 100 GTEX 100 1e-05 0.5 100 9410 0.0 -32 0.07180066124506683 0.06990725496082703 100 GTEX 100 1e-05 0.5 100 9410 0.0 -33 0.07073544298011497 0.06901684831190473 100 GTEX 100 1e-05 0.5 100 9410 0.0 -34 0.06990260052554419 0.06831320548012229 100 GTEX 100 1e-05 0.5 100 9410 0.0 -35 0.06911774194201535 0.0677274121077795 100 GTEX 100 1e-05 0.5 100 9410 0.0 -36 0.06851232004353586 0.0672252898037207 100 GTEX 100 1e-05 0.5 100 9410 0.0 -37 0.06798425505534515 0.06678564338006447 100 GTEX 100 1e-05 0.5 100 9410 0.0 -38 0.06746764515459795 0.06639541579346693 100 GTEX 100 1e-05 0.5 100 9410 0.0 -39 0.06708991752955734 0.06604056301112411 100 GTEX 100 1e-05 0.5 100 9410 0.0 -40 0.06665055028086066 0.06572414419043654 100 GTEX 100 1e-05 0.5 100 9410 0.0 -41 0.06633039360138561 0.06543531029453296 100 GTEX 100 1e-05 0.5 100 9410 0.0 -42 0.06595639477432674 0.06517874569890618 100 GTEX 100 1e-05 0.5 100 9410 0.0 -43 0.06572663526794369 0.06493712708127362 100 GTEX 100 1e-05 0.5 100 9410 0.0 -44 0.06543581847235634 0.06470693157766255 100 GTEX 100 1e-05 0.5 100 9410 0.0 -45 0.06511091750287902 0.06449206164921191 100 GTEX 100 1e-05 0.5 100 9410 0.0 -46 0.06494304518727599 0.06427632191505267 100 GTEX 100 1e-05 0.5 100 9410 0.0 -47 0.0646988911469811 0.06406916012215523 100 GTEX 100 1e-05 0.5 100 9410 0.0 -48 0.06450462563165431 0.06387166589668496 100 GTEX 100 1e-05 0.5 100 9410 0.0 -49 0.06423836432258066 0.06367466032165085 100 GTEX 100 1e-05 0.5 100 9410 0.0 -50 0.06408191603918607 0.0634780826167462 100 GTEX 100 1e-05 0.5 100 9410 0.0 -51 0.06389207406624879 0.06328361546585315 100 GTEX 100 1e-05 0.5 100 9410 0.0 -52 0.06363677640890286 0.06308798507535865 100 GTEX 100 1e-05 0.5 100 9410 0.0 -53 0.06346089920115418 0.06289377406296168 100 GTEX 100 1e-05 0.5 100 9410 0.0 -54 0.06328372754179412 0.06269662045367318 100 GTEX 100 1e-05 0.5 100 9410 0.0 -55 0.06309272645817925 0.06251522759860913 100 GTEX 100 1e-05 0.5 100 9410 0.0 -56 0.06291242656548347 0.062334307387981125 100 GTEX 100 1e-05 0.5 100 9410 0.0 -57 0.06271725853434255 0.062171442526261625 100 GTEX 100 1e-05 0.5 100 9410 0.0 -58 0.06258428592230521 0.0620009007761007 100 GTEX 100 1e-05 0.5 100 9410 0.0 -59 0.06235765934649989 0.061841185186978974 100 GTEX 100 1e-05 0.5 100 9410 0.0 -60 0.062189082670856516 0.061687582445121986 100 GTEX 100 1e-05 0.5 100 9410 0.0 -61 0.061998485807013434 0.06153100516519619 100 GTEX 100 1e-05 0.5 100 9410 0.0 -62 0.061814612922559416 0.06137807624761596 100 GTEX 100 1e-05 0.5 100 9410 0.0 -63 0.06173222460654654 0.06123556338335625 100 GTEX 100 1e-05 0.5 100 9410 0.0 -64 0.061558307619243816 0.0610865923530022 100 GTEX 100 1e-05 0.5 100 9410 0.0 -65 0.061388656936150685 0.06093398956121601 100 GTEX 100 1e-05 0.5 100 9410 0.0 -66 0.061262465959128175 0.06078561732524247 100 GTEX 100 1e-05 0.5 100 9410 0.0 -67 0.061103625964596474 0.06062282752174841 100 GTEX 100 1e-05 0.5 100 9410 0.0 -68 0.060929694817885176 0.06045634949671905 100 GTEX 100 1e-05 0.5 100 9410 0.0 -69 0.060750064270176776 0.06030387124011272 100 GTEX 100 1e-05 0.5 100 9410 0.0 -70 0.06057110580820223 0.06014069284493026 100 GTEX 100 1e-05 0.5 100 9410 0.0 -71 0.06040045322624672 0.059984464113363285 100 GTEX 100 1e-05 0.5 100 9410 0.0 -72 0.06031981814706591 0.059823577394956876 100 GTEX 100 1e-05 0.5 100 9410 0.0 -73 0.06013742933964495 0.05966694407986596 100 GTEX 100 1e-05 0.5 100 9410 0.0 -74 0.05995288994066866 0.05951581653136717 100 GTEX 100 1e-05 0.5 100 9410 0.0 -75 0.0598362734799238 0.059369440824359986 100 GTEX 100 1e-05 0.5 100 9410 0.0 -76 0.059638243675817465 0.05921965248231199 100 GTEX 100 1e-05 0.5 100 9410 0.0 -77 0.05950949302928318 0.059072760574717935 100 GTEX 100 1e-05 0.5 100 9410 0.0 -78 0.059367056555901986 0.0589160604168707 100 GTEX 100 1e-05 0.5 100 9410 0.0 -79 0.05920142109158665 0.05874614533702684 100 GTEX 100 1e-05 0.5 100 9410 0.0 -80 0.058992880347652224 0.05858724028891936 100 GTEX 100 1e-05 0.5 100 9410 0.0 -81 0.0588998824446131 0.05842793581320306 100 GTEX 100 1e-05 0.5 100 9410 0.0 -82 0.05871491863209216 0.058281775436473886 100 GTEX 100 1e-05 0.5 100 9410 0.0 -83 0.05861449366811401 0.0581325387490113 100 GTEX 100 1e-05 0.5 100 9410 0.0 -84 0.058434855168502525 0.05797929350754154 100 GTEX 100 1e-05 0.5 100 9410 0.0 -85 0.05830825025061689 0.0578502993534953 100 GTEX 100 1e-05 0.5 100 9410 0.0 -86 0.05820228334693756 0.05773779084134011 100 GTEX 100 1e-05 0.5 100 9410 0.0 -87 0.05808530229568683 0.057627566753684786 100 GTEX 100 1e-05 0.5 100 9410 0.0 -88 0.05797963471339688 0.057520708047958384 100 GTEX 100 1e-05 0.5 100 9410 0.0 -89 0.05785947804242528 0.057405095958211125 100 GTEX 100 1e-05 0.5 100 9410 0.0 -90 0.05772405955281368 0.057286925443904936 100 GTEX 100 1e-05 0.5 100 9410 0.0 -91 0.05760593822668029 0.05716056165643065 100 GTEX 100 1e-05 0.5 100 9410 0.0 -92 0.05747940835133832 0.05703772913253806 100 GTEX 100 1e-05 0.5 100 9410 0.0 -93 0.057352493300182425 0.05690936200292392 100 GTEX 100 1e-05 0.5 100 9410 0.0 -94 0.05723903849217271 0.0567759877998566 100 GTEX 100 1e-05 0.5 100 9410 0.0 -95 0.057095855718050224 0.05663483045966905 100 GTEX 100 1e-05 0.5 100 9410 0.0 -96 0.05694891279361638 0.056498120167069565 100 GTEX 100 1e-05 0.5 100 9410 0.0 -97 0.0568514377680697 0.05636300533273375 100 GTEX 100 1e-05 0.5 100 9410 0.0 -98 0.05670078715156625 0.056226541532536416 100 GTEX 100 1e-05 0.5 100 9410 0.0 -99 0.056573711856263136 0.056077480585289545 100 GTEX 100 1e-05 0.5 100 9410 0.0 -0 0.09369017189211007 0.05522247473266642 100 GTEX 100 0.001 0.5 75 4195 0.0 -1 0.03013701019463352 0.009402895576458693 100 GTEX 100 0.001 0.5 75 4195 0.0 -2 0.008872032593658308 0.007010699233868843 100 GTEX 100 0.001 0.5 75 4195 0.0 -3 0.007784638700339194 0.0061949145601276215 100 GTEX 100 0.001 0.5 75 4195 0.0 -4 0.007179622423632544 0.005617255670772759 100 GTEX 100 0.001 0.5 75 4195 0.0 -5 0.0067383394716007475 0.005222939555055175 100 GTEX 100 0.001 0.5 75 4195 0.0 -6 0.006419692102963703 0.00509599934973021 100 GTEX 100 0.001 0.5 75 4195 0.0 -7 0.0062635942188910936 0.0048892656394312365 100 GTEX 100 0.001 0.5 75 4195 0.0 -8 0.006082134594029366 0.0048166626069283975 100 GTEX 100 0.001 0.5 75 4195 0.0 -9 0.00596912967758687 0.004751160089280669 100 GTEX 100 0.001 0.5 75 4195 0.0 -10 0.005971430341539104 0.00470480318588449 100 GTEX 100 0.001 0.5 75 4195 0.0 -11 0.005853319895165804 0.004619589927092818 100 GTEX 100 0.001 0.5 75 4195 0.0 -12 0.005818128489554825 0.00465618419733621 100 GTEX 100 0.001 0.5 75 4195 0.0 -13 0.005800673753321029 0.004575870766485032 100 GTEX 100 0.001 0.5 75 4195 0.0 -14 0.0057837303248382144 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0.0 125 6614 0.0 -85 0.02176465234668357 0.021500050040677246 50 GTEX 100 5e-05 0.0 125 6614 0.0 -86 0.021329174358706626 0.02106422748940753 50 GTEX 100 5e-05 0.0 125 6614 0.0 -87 0.02096904682026401 0.020770762048435074 50 GTEX 100 5e-05 0.0 125 6614 0.0 -88 0.02054495846114252 0.020338089336347214 50 GTEX 100 5e-05 0.0 125 6614 0.0 -89 0.020005169779367633 0.01956619395247657 50 GTEX 100 5e-05 0.0 125 6614 0.0 -90 0.01930268238208778 0.018982059984492712 50 GTEX 100 5e-05 0.0 125 6614 0.0 -91 0.01883183606775633 0.018568459813245803 50 GTEX 100 5e-05 0.0 125 6614 0.0 -92 0.018378842908118184 0.01804414753777333 50 GTEX 100 5e-05 0.0 125 6614 0.0 -93 0.01773570042630429 0.01739363250864436 50 GTEX 100 5e-05 0.0 125 6614 0.0 -94 0.01710012604270866 0.016802961622920783 50 GTEX 100 5e-05 0.0 125 6614 0.0 -95 0.016528640954496618 0.016204577555504588 50 GTEX 100 5e-05 0.0 125 6614 0.0 -96 0.015907535658232625 0.015320772110367682 50 GTEX 100 5e-05 0.0 125 6614 0.0 -97 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4602 0.0 -10 0.12053537432679255 0.11970735749251035 100 GTEX 100 1e-05 0.0 25 4602 0.0 -11 0.11824885148287853 0.11756891493788235 100 GTEX 100 1e-05 0.0 25 4602 0.0 -12 0.1162526500142274 0.11568626121196456 100 GTEX 100 1e-05 0.0 25 4602 0.0 -13 0.1144858594042164 0.11401103578592887 100 GTEX 100 1e-05 0.0 25 4602 0.0 -14 0.11290312140276555 0.1125007662992967 100 GTEX 100 1e-05 0.0 25 4602 0.0 -15 0.11147200035623277 0.11112785486667327 100 GTEX 100 1e-05 0.0 25 4602 0.0 -16 0.11016006386760448 0.10987164363435012 100 GTEX 100 1e-05 0.0 25 4602 0.0 -17 0.10894923892021303 0.10870075968055218 100 GTEX 100 1e-05 0.0 25 4602 0.0 -18 0.10782010955837368 0.10760891040921663 100 GTEX 100 1e-05 0.0 25 4602 0.0 -19 0.10675785517404836 0.10657645815792192 100 GTEX 100 1e-05 0.0 25 4602 0.0 -20 0.10575076688745652 0.1055954546302897 100 GTEX 100 1e-05 0.0 25 4602 0.0 -21 0.10478693281627073 0.10466028959578888 100 GTEX 100 1e-05 0.0 25 4602 0.0 -22 0.10386227474940343 0.10375504303341128 100 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0.039386616587752166 100 GTEX 100 5e-05 0.5 125 3192 0.0 -49 0.040744623772739366 0.038832494811979985 100 GTEX 100 5e-05 0.5 125 3192 0.0 -50 0.040121075919277126 0.038220739849053414 100 GTEX 100 5e-05 0.5 125 3192 0.0 -51 0.03947785471488206 0.03758711020812789 100 GTEX 100 5e-05 0.5 125 3192 0.0 -52 0.0388164962726006 0.036935470006765066 100 GTEX 100 5e-05 0.5 125 3192 0.0 -53 0.03815777113796338 0.03625600375660019 100 GTEX 100 5e-05 0.5 125 3192 0.0 -54 0.03742930101604765 0.03551416723730446 100 GTEX 100 5e-05 0.5 125 3192 0.0 -55 0.03659687485076425 0.03470193131511656 100 GTEX 100 5e-05 0.5 125 3192 0.0 -56 0.035779607173453236 0.033850368140654875 100 GTEX 100 5e-05 0.5 125 3192 0.0 -57 0.0348484736957853 0.03293805977350859 100 GTEX 100 5e-05 0.5 125 3192 0.0 -58 0.03396628941941994 0.0321006821574707 100 GTEX 100 5e-05 0.5 125 3192 0.0 -59 0.033154840709696085 0.03136052798918898 100 GTEX 100 5e-05 0.5 125 3192 0.0 -60 0.032432897303072784 0.030683323408091018 100 GTEX 100 5e-05 0.5 125 3192 0.0 -61 0.031705132740003465 0.029867966939117974 100 GTEX 100 5e-05 0.5 125 3192 0.0 -62 0.03088274664328476 0.0291339743230846 100 GTEX 100 5e-05 0.5 125 3192 0.0 -63 0.03017313831129786 0.02843387225224945 100 GTEX 100 5e-05 0.5 125 3192 0.0 -64 0.02944926275710653 0.027750229073454667 100 GTEX 100 5e-05 0.5 125 3192 0.0 -65 0.028745060012781768 0.027062223728448718 100 GTEX 100 5e-05 0.5 125 3192 0.0 -66 0.028108412652713542 0.026503058164575256 100 GTEX 100 5e-05 0.5 125 3192 0.0 -67 0.02757030928093679 0.02598426004468035 100 GTEX 100 5e-05 0.5 125 3192 0.0 -68 0.026983820695441453 0.02535251483406177 100 GTEX 100 5e-05 0.5 125 3192 0.0 -69 0.02628469824719337 0.02464930141635041 100 GTEX 100 5e-05 0.5 125 3192 0.0 -70 0.0255878572216964 0.023997379268586864 100 GTEX 100 5e-05 0.5 125 3192 0.0 -71 0.024935772768807624 0.023350125674455796 100 GTEX 100 5e-05 0.5 125 3192 0.0 -72 0.02414396112847507 0.02246456867360117 100 GTEX 100 5e-05 0.5 125 3192 0.0 -73 0.02332353139567888 0.021734581020848374 100 GTEX 100 5e-05 0.5 125 3192 0.0 -74 0.022581884152089404 0.02103338231236989 100 GTEX 100 5e-05 0.5 125 3192 0.0 -75 0.021875389690785497 0.020336250969325637 100 GTEX 100 5e-05 0.5 125 3192 0.0 -76 0.021175476335310955 0.0196293592877941 100 GTEX 100 5e-05 0.5 125 3192 0.0 -77 0.02045514180392949 0.018962489696000014 100 GTEX 100 5e-05 0.5 125 3192 0.0 -78 0.019749804868077456 0.018219616377421657 100 GTEX 100 5e-05 0.5 125 3192 0.0 -79 0.01890257944208214 0.01736286628863884 100 GTEX 100 5e-05 0.5 125 3192 0.0 -80 0.01793482167337586 0.016262746646207096 100 GTEX 100 5e-05 0.5 125 3192 0.0 -81 0.01644049325547274 0.014173971878598398 100 GTEX 100 5e-05 0.5 125 3192 0.0 -82 0.01404790158988657 0.011392196587255021 100 GTEX 100 5e-05 0.5 125 3192 0.0 -83 0.011661126295163058 0.009282789628655284 100 GTEX 100 5e-05 0.5 125 3192 0.0 -84 0.009989319034719576 0.007868539747346491 100 GTEX 100 5e-05 0.5 125 3192 0.0 -85 0.008852568812537681 0.006866651452624526 100 GTEX 100 5e-05 0.5 125 3192 0.0 -86 0.00801276796320033 0.006153851752824543 100 GTEX 100 5e-05 0.5 125 3192 0.0 -87 0.0073763384539632035 0.005617278746679822 100 GTEX 100 5e-05 0.5 125 3192 0.0 -88 0.006923720183633437 0.0052095477260337576 100 GTEX 100 5e-05 0.5 125 3192 0.0 -89 0.0065991841883271595 0.0048782242419545185 100 GTEX 100 5e-05 0.5 125 3192 0.0 -90 0.0062717994292555606 0.004667410232169207 100 GTEX 100 5e-05 0.5 125 3192 0.0 -91 0.006022712928611397 0.004456811040965663 100 GTEX 100 5e-05 0.5 125 3192 0.0 -92 0.005855332840058146 0.004308183962557139 100 GTEX 100 5e-05 0.5 125 3192 0.0 -93 0.005703450785354653 0.004189965936635043 100 GTEX 100 5e-05 0.5 125 3192 0.0 -94 0.005597544230482949 0.004071786418953776 100 GTEX 100 5e-05 0.5 125 3192 0.0 -95 0.005467323501643257 0.003963874695475564 100 GTEX 100 5e-05 0.5 125 3192 0.0 -96 0.005394805134851039 0.003902952751576787 100 GTEX 100 5e-05 0.5 125 3192 0.0 -97 0.005272488551916936 0.003810853110413871 100 GTEX 100 5e-05 0.5 125 3192 0.0 -98 0.005188395347472961 0.0037525045170232712 100 GTEX 100 5e-05 0.5 125 3192 0.0 -99 0.005152448954793966 0.0037433919514540033 100 GTEX 100 5e-05 0.5 125 3192 0.0 -0 0.16304638158926255 0.1587733972831824 50 GTEX 100 1e-05 0.0 50 6685 0.0 -1 0.14886248784457112 0.1408059732712267 50 GTEX 100 1e-05 0.0 50 6685 0.0 -2 0.13285577430686818 0.12796634420072625 50 GTEX 100 1e-05 0.0 50 6685 0.0 -3 0.12266591834983567 0.1199722047682724 50 GTEX 100 1e-05 0.0 50 6685 0.0 -4 0.11617950556949892 0.11459249327447933 50 GTEX 100 1e-05 0.0 50 6685 0.0 -5 0.11164141708110016 0.11061658017592284 50 GTEX 100 1e-05 0.0 50 6685 0.0 -6 0.10818187628790156 0.10744633862727496 50 GTEX 100 1e-05 0.0 50 6685 0.0 -7 0.1053363431516212 0.10475567969079254 50 GTEX 100 1e-05 0.0 50 6685 0.0 -8 0.10284422049964886 0.10233623719997277 50 GTEX 100 1e-05 0.0 50 6685 0.0 -9 0.10054266603028647 0.1000615020668552 50 GTEX 100 1e-05 0.0 50 6685 0.0 -10 0.09833356874950763 0.0978495822971538 50 GTEX 100 1e-05 0.0 50 6685 0.0 -11 0.09613499026090376 0.09559037744602324 50 GTEX 100 1e-05 0.0 50 6685 0.0 -12 0.09386704575490384 0.09324475335304276 50 GTEX 100 1e-05 0.0 50 6685 0.0 -13 0.0914549580865215 0.0907210799026172 50 GTEX 100 1e-05 0.0 50 6685 0.0 -14 0.08882767392936876 0.08794520995066192 50 GTEX 100 1e-05 0.0 50 6685 0.0 -15 0.08593712777947629 0.0848999433927663 50 GTEX 100 1e-05 0.0 50 6685 0.0 -16 0.08280431568934242 0.0816466398962097 50 GTEX 100 1e-05 0.0 50 6685 0.0 -17 0.07958697477593472 0.07842287815002434 50 GTEX 100 1e-05 0.0 50 6685 0.0 -18 0.0765878195797955 0.07554851660766983 50 GTEX 100 1e-05 0.0 50 6685 0.0 -19 0.07406767984623766 0.07320419613966017 50 GTEX 100 1e-05 0.0 50 6685 0.0 -20 0.07207373110277418 0.07136474025680085 50 GTEX 100 1e-05 0.0 50 6685 0.0 -21 0.07055186886693351 0.06996413858557836 50 GTEX 100 1e-05 0.0 50 6685 0.0 -22 0.06941793934872299 0.06890977198123477 50 GTEX 100 1e-05 0.0 50 6685 0.0 -23 0.06855022769845928 0.06807434859866199 50 GTEX 100 1e-05 0.0 50 6685 0.0 -24 0.06784052348382763 0.06736748742768292 50 GTEX 100 1e-05 0.0 50 6685 0.0 -25 0.0672361467592792 0.06676378013998156 50 GTEX 100 1e-05 0.0 50 6685 0.0 -26 0.0667006190796582 0.066227148092235 50 GTEX 100 1e-05 0.0 50 6685 0.0 -27 0.0662158193780727 0.06574179430424941 50 GTEX 100 1e-05 0.0 50 6685 0.0 -28 0.06577412241616723 0.06530765849147913 50 GTEX 100 1e-05 0.0 50 6685 0.0 -29 0.0653709717503354 0.0649110217199806 50 GTEX 100 1e-05 0.0 50 6685 0.0 -30 0.06499358409512215 0.0645392646751023 50 GTEX 100 1e-05 0.0 50 6685 0.0 -31 0.06463365428038732 0.06418754056294383 50 GTEX 100 1e-05 0.0 50 6685 0.0 -32 0.0642888456586171 0.06385478089800806 50 GTEX 100 1e-05 0.0 50 6685 0.0 -33 0.0639564974910923 0.06353135528786552 50 GTEX 100 1e-05 0.0 50 6685 0.0 -34 0.06364072970727233 0.06323064922464891 50 GTEX 100 1e-05 0.0 50 6685 0.0 -35 0.06334200875190844 0.06294519644046465 50 GTEX 100 1e-05 0.0 50 6685 0.0 -36 0.06305629933640335 0.0626739817724595 50 GTEX 100 1e-05 0.0 50 6685 0.0 -37 0.06278255284839918 0.0624179752621474 50 GTEX 100 1e-05 0.0 50 6685 0.0 -38 0.0625197518425279 0.062165970591821135 50 GTEX 100 1e-05 0.0 50 6685 0.0 -39 0.06226193492485853 0.06191758129448265 50 GTEX 100 1e-05 0.0 50 6685 0.0 -40 0.0619991553393081 0.06166617079379441 50 GTEX 100 1e-05 0.0 50 6685 0.0 -41 0.061753736022480875 0.061444547197324687 50 GTEX 100 1e-05 0.0 50 6685 0.0 -42 0.061535501211418875 0.06124837160422095 50 GTEX 100 1e-05 0.0 50 6685 0.0 -43 0.06133092548003655 0.0610560254395688 50 GTEX 100 1e-05 0.0 50 6685 0.0 -44 0.061135504669828075 0.06087742027022766 50 GTEX 100 1e-05 0.0 50 6685 0.0 -45 0.060947707549148335 0.060701176517079986 50 GTEX 100 1e-05 0.0 50 6685 0.0 -46 0.060763861992278075 0.060529332253869486 50 GTEX 100 1e-05 0.0 50 6685 0.0 -47 0.06057202087124424 0.06034298075412616 50 GTEX 100 1e-05 0.0 50 6685 0.0 -48 0.060387287962974365 0.06018180619684463 50 GTEX 100 1e-05 0.0 50 6685 0.0 -49 0.060228068392959515 0.06004344963755445 50 GTEX 100 1e-05 0.0 50 6685 0.0 -50 0.060080699876440324 0.0599036441669718 50 GTEX 100 1e-05 0.0 50 6685 0.0 -51 0.059941609313051814 0.05977763091090061 50 GTEX 100 1e-05 0.0 50 6685 0.0 -52 0.05980563353819141 0.059651757268228 50 GTEX 100 1e-05 0.0 50 6685 0.0 -53 0.059671179234141024 0.05951665409135955 50 GTEX 100 1e-05 0.0 50 6685 0.0 -54 0.0595227600877755 0.0593745445499742 50 GTEX 100 1e-05 0.0 50 6685 0.0 -55 0.059374720231997136 0.0592354771401379 50 GTEX 100 1e-05 0.0 50 6685 0.0 -56 0.05922831208445624 0.05910109536644397 50 GTEX 100 1e-05 0.0 50 6685 0.0 -57 0.059106927940365615 0.058999551608875225 50 GTEX 100 1e-05 0.0 50 6685 0.0 -58 0.058999710615275335 0.05890615386428035 50 GTEX 100 1e-05 0.0 50 6685 0.0 -59 0.05889851109155119 0.0588116755801122 50 GTEX 100 1e-05 0.0 50 6685 0.0 -60 0.05880006078838849 0.058716810871439734 50 GTEX 100 1e-05 0.0 50 6685 0.0 -61 0.05870342499121915 0.058625322515180364 50 GTEX 100 1e-05 0.0 50 6685 0.0 -62 0.0586005279636344 0.05851606514743979 50 GTEX 100 1e-05 0.0 50 6685 0.0 -63 0.05848231669694415 0.058412968290849326 50 GTEX 100 1e-05 0.0 50 6685 0.0 -64 0.05838814599956368 0.058332093371637875 50 GTEX 100 1e-05 0.0 50 6685 0.0 -65 0.058305832653689986 0.05825930012977849 50 GTEX 100 1e-05 0.0 50 6685 0.0 -66 0.058227373096036136 0.05818991818440505 50 GTEX 100 1e-05 0.0 50 6685 0.0 -67 0.0581516691750057 0.05812325818683711 50 GTEX 100 1e-05 0.0 50 6685 0.0 -68 0.05807832097614015 0.05805311046767371 50 GTEX 100 1e-05 0.0 50 6685 0.0 -69 0.05800597998724325 0.057979206310252274 50 GTEX 100 1e-05 0.0 50 6685 0.0 -70 0.057922018828639586 0.057885792800455485 50 GTEX 100 1e-05 0.0 50 6685 0.0 -71 0.05781357943676424 0.057774048532313264 50 GTEX 100 1e-05 0.0 50 6685 0.0 -72 0.05770901151082515 0.05768879780637901 50 GTEX 100 1e-05 0.0 50 6685 0.0 -73 0.05763602126761602 0.05762637079385297 50 GTEX 100 1e-05 0.0 50 6685 0.0 -74 0.05757335488202139 0.05757369394963005 50 GTEX 100 1e-05 0.0 50 6685 0.0 -75 0.05750508074339484 0.0574936590408871 50 GTEX 100 1e-05 0.0 50 6685 0.0 -76 0.057416344147867726 0.05741181660146087 50 GTEX 100 1e-05 0.0 50 6685 0.0 -77 0.05734895634776475 0.05735993789714325 50 GTEX 100 1e-05 0.0 50 6685 0.0 -78 0.05729314332879671 0.057307968730595626 50 GTEX 100 1e-05 0.0 50 6685 0.0 -79 0.05724002578932946 0.05726238918055146 50 GTEX 100 1e-05 0.0 50 6685 0.0 -80 0.0571853771909648 0.05720492108183215 50 GTEX 100 1e-05 0.0 50 6685 0.0 -81 0.05711232940152365 0.05712055713788185 50 GTEX 100 1e-05 0.0 50 6685 0.0 -82 0.05701999631582954 0.05702763399243808 50 GTEX 100 1e-05 0.0 50 6685 0.0 -83 0.056919072358128736 0.05692520464271194 50 GTEX 100 1e-05 0.0 50 6685 0.0 -84 0.05681091191325216 0.056826747436883776 50 GTEX 100 1e-05 0.0 50 6685 0.0 -85 0.0567378745331386 0.056777218172588725 50 GTEX 100 1e-05 0.0 50 6685 0.0 -86 0.056685829874916285 0.05672787160332893 50 GTEX 100 1e-05 0.0 50 6685 0.0 -87 0.056620660092667086 0.05664297390885 50 GTEX 100 1e-05 0.0 50 6685 0.0 -88 0.05654323280520294 0.0565860170672715 50 GTEX 100 1e-05 0.0 50 6685 0.0 -89 0.056489530395945835 0.056527136828566235 50 GTEX 100 1e-05 0.0 50 6685 0.0 -90 0.056416067561866415 0.05645879011728691 50 GTEX 100 1e-05 0.0 50 6685 0.0 -91 0.0563598321629758 0.056413503994053316 50 GTEX 100 1e-05 0.0 50 6685 0.0 -92 0.05630937357493838 0.056352104672970874 50 GTEX 100 1e-05 0.0 50 6685 0.0 -93 0.05623505009058676 0.056280364994200464 50 GTEX 100 1e-05 0.0 50 6685 0.0 -94 0.05617358751403778 0.05622003121946021 50 GTEX 100 1e-05 0.0 50 6685 0.0 -95 0.056097361597476386 0.05614324164764509 50 GTEX 100 1e-05 0.0 50 6685 0.0 -96 0.05603437700472261 0.056087229060922734 50 GTEX 100 1e-05 0.0 50 6685 0.0 -97 0.05595252771700614 0.0559892704349167 50 GTEX 100 1e-05 0.0 50 6685 0.0 -98 0.055869979566482375 0.055933255588940335 50 GTEX 100 1e-05 0.0 50 6685 0.0 -99 0.05581927106997979 0.05587248813658386 50 GTEX 100 1e-05 0.0 50 6685 0.0 -0 0.0833813948839119 0.05329815342937359 50 GTEX 100 0.0005 0.1 100 1415 0.0 -1 0.03997094685748319 0.009170897659126796 50 GTEX 100 0.0005 0.1 100 1415 0.0 -2 0.0064078265792415065 0.004578763659788515 50 GTEX 100 0.0005 0.1 100 1415 0.0 -3 0.004852361427008157 0.003743078730940224 50 GTEX 100 0.0005 0.1 100 1415 0.0 -4 0.0042558383345926605 0.003236857099023014 50 GTEX 100 0.0005 0.1 100 1415 0.0 -5 0.0038462232998434072 0.002920382264417245 50 GTEX 100 0.0005 0.1 100 1415 0.0 -6 0.003613768100459729 0.0027077240185960838 50 GTEX 100 0.0005 0.1 100 1415 0.0 -7 0.0034222997205045256 0.0025819492851252967 50 GTEX 100 0.0005 0.1 100 1415 0.0 -8 0.00332406954547158 0.002432718062543172 50 GTEX 100 0.0005 0.1 100 1415 0.0 -9 0.0032072362262111076 0.002364220541632759 50 GTEX 100 0.0005 0.1 100 1415 0.0 -10 0.00310723266115323 0.0023117287610321105 50 GTEX 100 0.0005 0.1 100 1415 0.0 -11 0.003067865623484853 0.002277090231455976 50 GTEX 100 0.0005 0.1 100 1415 0.0 -12 0.003048791120960534 0.0022036137739674475 50 GTEX 100 0.0005 0.1 100 1415 0.0 -13 0.0029707748212295664 0.002170552814976018 50 GTEX 100 0.0005 0.1 100 1415 0.0 -14 0.002977099976359419 0.002165175195094623 50 GTEX 100 0.0005 0.1 100 1415 0.0 -15 0.002921447874403671 0.0021591228373196445 50 GTEX 100 0.0005 0.1 100 1415 0.0 -16 0.002925993080088697 0.00211905695594486 50 GTEX 100 0.0005 0.1 100 1415 0.0 -17 0.002887186505966061 0.0021273777864434305 50 GTEX 100 0.0005 0.1 100 1415 0.0 -18 0.0028479186184415077 0.0020938810700738358 50 GTEX 100 0.0005 0.1 100 1415 0.0 -19 0.002857064146877478 0.002063418215117683 50 GTEX 100 0.0005 0.1 100 1415 0.0 -20 0.0028059026611050248 0.0020224982441027608 50 GTEX 100 0.0005 0.1 100 1415 0.0 -21 0.002785143402855742 0.0020177806470854766 50 GTEX 100 0.0005 0.1 100 1415 0.0 -22 0.0027711088295950827 0.002015036561335136 50 GTEX 100 0.0005 0.1 100 1415 0.0 -23 0.0027301422437324176 0.0019871316949337608 50 GTEX 100 0.0005 0.1 100 1415 0.0 -24 0.002752935606425543 0.0019473923731439468 50 GTEX 100 0.0005 0.1 100 1415 0.0 -25 0.00274017479983822 0.002023426591668334 50 GTEX 100 0.0005 0.1 100 1415 0.0 -26 0.0026866211760273673 0.0019570620984596843 50 GTEX 100 0.0005 0.1 100 1415 0.0 -27 0.002699083561707121 0.0019325074200171397 50 GTEX 100 0.0005 0.1 100 1415 0.0 -28 0.0026689870614533674 0.0019217437279708122 50 GTEX 100 0.0005 0.1 100 1415 0.0 -29 0.002645864109436387 0.0018798244064461317 50 GTEX 100 0.0005 0.1 100 1415 0.0 -30 0.0026041944279560033 0.001894442558230145 50 GTEX 100 0.0005 0.1 100 1415 0.0 -31 0.0026179381953738297 0.0018841652628990464 50 GTEX 100 0.0005 0.1 100 1415 0.0 -32 0.002575786328885645 0.0018719773694869316 50 GTEX 100 0.0005 0.1 100 1415 0.0 -33 0.002564046814278464 0.001847946491161496 50 GTEX 100 0.0005 0.1 100 1415 0.0 -34 0.0025768166945467487 0.0018929011009619376 50 GTEX 100 0.0005 0.1 100 1415 0.0 -35 0.0025694990157815443 0.001828871029978016 50 GTEX 100 0.0005 0.1 100 1415 0.0 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7934 0.0 -79 0.001484448626908779 0.0014959435317729078 50 GTEX 100 0.001 0.0 75 7934 0.0 -80 0.0014814598013329046 0.0014935980315015655 50 GTEX 100 0.001 0.0 75 7934 0.0 -81 0.0014757534663996756 0.0014831947721363873 50 GTEX 100 0.001 0.0 75 7934 0.0 -82 0.001476330778723754 0.001478860962351593 50 GTEX 100 0.001 0.0 75 7934 0.0 -83 0.001473236465950092 0.0014942385486022573 50 GTEX 100 0.001 0.0 75 7934 0.0 -84 0.0014728619268345444 0.0014827496597026352 50 GTEX 100 0.001 0.0 75 7934 0.0 -85 0.0014718957146359355 0.0014743876099912274 50 GTEX 100 0.001 0.0 75 7934 0.0 -86 0.001469896834514747 0.0014748057262430204 50 GTEX 100 0.001 0.0 75 7934 0.0 -87 0.0014693967405338914 0.0014778754639372005 50 GTEX 100 0.001 0.0 75 7934 0.0 -88 0.001467971146539868 0.0014751342046889033 50 GTEX 100 0.001 0.0 75 7934 0.0 -89 0.0014685466903643243 0.001475353163096898 50 GTEX 100 0.001 0.0 75 7934 0.0 -90 0.0014657574938487224 0.001471717379581778 50 GTEX 100 0.001 0.0 75 7934 0.0 -91 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0.05509505521384479 0.05505797933404663 50 GTEX 100 5e-05 0.0 75 7691 0.0 -17 0.054781394016957405 0.054697671961818364 50 GTEX 100 5e-05 0.0 75 7691 0.0 -18 0.0543817157624068 0.05431860365228508 50 GTEX 100 5e-05 0.0 75 7691 0.0 -19 0.05408888956758343 0.05408357102211437 50 GTEX 100 5e-05 0.0 75 7691 0.0 -20 0.053862183590011235 0.053809201387341486 50 GTEX 100 5e-05 0.0 75 7691 0.0 -21 0.053569491956592726 0.05357955621392554 50 GTEX 100 5e-05 0.0 75 7691 0.0 -22 0.053363694535794426 0.05340250975987077 50 GTEX 100 5e-05 0.0 75 7691 0.0 -23 0.05316368283711203 0.05314196833894506 50 GTEX 100 5e-05 0.0 75 7691 0.0 -24 0.05290238422307115 0.05291122943162918 50 GTEX 100 5e-05 0.0 75 7691 0.0 -25 0.05264377857719667 0.05270632960525529 50 GTEX 100 5e-05 0.0 75 7691 0.0 -26 0.05247835968733716 0.05256703331669927 50 GTEX 100 5e-05 0.0 75 7691 0.0 -27 0.05225970563296281 0.052258122478657805 50 GTEX 100 5e-05 0.0 75 7691 0.0 -28 0.05194696516004764 0.052005133538475065 50 GTEX 100 5e-05 0.0 75 7691 0.0 -29 0.05176182083090608 0.05187993087299423 50 GTEX 100 5e-05 0.0 75 7691 0.0 -30 0.05156238653844735 0.05166291194780245 50 GTEX 100 5e-05 0.0 75 7691 0.0 -31 0.051362954563719684 0.051499283975238126 50 GTEX 100 5e-05 0.0 75 7691 0.0 -32 0.051192111729886136 0.051271559118148034 50 GTEX 100 5e-05 0.0 75 7691 0.0 -33 0.050986516120108426 0.0511328059500048 50 GTEX 100 5e-05 0.0 75 7691 0.0 -34 0.050853643809161186 0.05104532981638446 50 GTEX 100 5e-05 0.0 75 7691 0.0 -35 0.050691154057179104 0.050791947836828326 50 GTEX 100 5e-05 0.0 75 7691 0.0 -36 0.050391470071578015 0.05054729278889899 50 GTEX 100 5e-05 0.0 75 7691 0.0 -37 0.050157003474185786 0.05028112732695536 50 GTEX 100 5e-05 0.0 75 7691 0.0 -38 0.0499359975445292 0.05012733131618781 50 GTEX 100 5e-05 0.0 75 7691 0.0 -39 0.04962348239402893 0.04963923415643634 50 GTEX 100 5e-05 0.0 75 7691 0.0 -40 0.04927909360425115 0.049406445022148325 50 GTEX 100 5e-05 0.0 75 7691 0.0 -41 0.04903546061626115 0.049222623362797285 50 GTEX 100 5e-05 0.0 75 7691 0.0 -42 0.0488364439832663 0.048924122083606365 50 GTEX 100 5e-05 0.0 75 7691 0.0 -43 0.048412351004816334 0.04845885484844106 50 GTEX 100 5e-05 0.0 75 7691 0.0 -44 0.048077884828548835 0.04821280607450824 50 GTEX 100 5e-05 0.0 75 7691 0.0 -45 0.047666615649807516 0.047728907819766506 50 GTEX 100 5e-05 0.0 75 7691 0.0 -46 0.04733790127099902 0.04748091261706425 50 GTEX 100 5e-05 0.0 75 7691 0.0 -47 0.046897778693821515 0.04693588977785845 50 GTEX 100 5e-05 0.0 75 7691 0.0 -48 0.046410834507842974 0.046524990973250496 50 GTEX 100 5e-05 0.0 75 7691 0.0 -49 0.0460737982791008 0.046173291394182484 50 GTEX 100 5e-05 0.0 75 7691 0.0 -50 0.04548504725854135 0.0454466526853381 50 GTEX 100 5e-05 0.0 75 7691 0.0 -51 0.044848362498400116 0.044961649046311364 50 GTEX 100 5e-05 0.0 75 7691 0.0 -52 0.04441362205435158 0.044452160292308585 50 GTEX 100 5e-05 0.0 75 7691 0.0 -53 0.04399370895786221 0.0440878312284049 50 GTEX 100 5e-05 0.0 75 7691 0.0 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0.0 75 7691 0.0 -67 0.03622260429275959 0.036145800774201695 50 GTEX 100 5e-05 0.0 75 7691 0.0 -68 0.03553728979768365 0.03530533219414972 50 GTEX 100 5e-05 0.0 75 7691 0.0 -69 0.034673180765211364 0.03448589717678924 50 GTEX 100 5e-05 0.0 75 7691 0.0 -70 0.033788010782984323 0.03370106687677224 50 GTEX 100 5e-05 0.0 75 7691 0.0 -71 0.03317589545430635 0.033112625722479465 50 GTEX 100 5e-05 0.0 75 7691 0.0 -72 0.032502344028271284 0.03210241838000687 50 GTEX 100 5e-05 0.0 75 7691 0.0 -73 0.0313033102633294 0.031050494358566782 50 GTEX 100 5e-05 0.0 75 7691 0.0 -74 0.03042004293682168 0.030200434873454245 50 GTEX 100 5e-05 0.0 75 7691 0.0 -75 0.02971634455359673 0.02959449574025525 50 GTEX 100 5e-05 0.0 75 7691 0.0 -76 0.02905345115654412 0.028878245364605475 50 GTEX 100 5e-05 0.0 75 7691 0.0 -77 0.028399724257712294 0.028298568603770363 50 GTEX 100 5e-05 0.0 75 7691 0.0 -78 0.027825308783235424 0.02771343080107364 50 GTEX 100 5e-05 0.0 75 7691 0.0 -79 0.027272597012160518 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0.5 50 1783 0.0 -5 0.06818236969863901 0.06560584385755397 50 GTEX 100 5e-05 0.5 50 1783 0.0 -6 0.06507243573338224 0.06375792756421711 50 GTEX 100 5e-05 0.5 50 1783 0.0 -7 0.06332238637925365 0.062322487721765 50 GTEX 100 5e-05 0.5 50 1783 0.0 -8 0.06210934412034585 0.061375131426881925 50 GTEX 100 5e-05 0.5 50 1783 0.0 -9 0.06113340270615901 0.0605562214559022 50 GTEX 100 5e-05 0.5 50 1783 0.0 -10 0.06022913151179534 0.05974590616166139 50 GTEX 100 5e-05 0.5 50 1783 0.0 -11 0.05952283689045688 0.05911316010151979 50 GTEX 100 5e-05 0.5 50 1783 0.0 -12 0.05890387783282105 0.058560032284191814 50 GTEX 100 5e-05 0.5 50 1783 0.0 -13 0.058373651706414974 0.058085120598229616 50 GTEX 100 5e-05 0.5 50 1783 0.0 -14 0.05795672227823018 0.057671014233687076 50 GTEX 100 5e-05 0.5 50 1783 0.0 -15 0.05758696772709838 0.05718717453540958 50 GTEX 100 5e-05 0.5 50 1783 0.0 -16 0.05705851818679555 0.05675377579894584 50 GTEX 100 5e-05 0.5 50 1783 0.0 -17 0.05667026102065952 0.0563393048304682 50 GTEX 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5e-05 0.5 50 1783 0.0 -56 0.02559024544974416 0.02426901813100726 50 GTEX 100 5e-05 0.5 50 1783 0.0 -57 0.02437812824550281 0.02302141637743199 50 GTEX 100 5e-05 0.5 50 1783 0.0 -58 0.02291356634222317 0.021445496546054973 50 GTEX 100 5e-05 0.5 50 1783 0.0 -59 0.021024279914590945 0.01934828527073443 50 GTEX 100 5e-05 0.5 50 1783 0.0 -60 0.018592123115350443 0.01667462539338567 50 GTEX 100 5e-05 0.5 50 1783 0.0 -61 0.015972229604394556 0.014118875833688581 50 GTEX 100 5e-05 0.5 50 1783 0.0 -62 0.013832686963395029 0.012163875704213355 50 GTEX 100 5e-05 0.5 50 1783 0.0 -63 0.012249043719254546 0.010672393800272914 50 GTEX 100 5e-05 0.5 50 1783 0.0 -64 0.010999697439799096 0.00953213559435291 50 GTEX 100 5e-05 0.5 50 1783 0.0 -65 0.01013967507616515 0.008627819425883232 50 GTEX 100 5e-05 0.5 50 1783 0.0 -66 0.009371054566943326 0.007962355990416083 50 GTEX 100 5e-05 0.5 50 1783 0.0 -67 0.008805836360731208 0.007372292061424869 50 GTEX 100 5e-05 0.5 50 1783 0.0 -68 0.008294890146329488 0.006865538353943213 50 GTEX 100 5e-05 0.5 50 1783 0.0 -69 0.007935703538273216 0.006480734665194675 50 GTEX 100 5e-05 0.5 50 1783 0.0 -70 0.007632435461923557 0.006197065534601307 50 GTEX 100 5e-05 0.5 50 1783 0.0 -71 0.0073723625865400625 0.005871487327252901 50 GTEX 100 5e-05 0.5 50 1783 0.0 -72 0.007092615334214581 0.005706116865201368 50 GTEX 100 5e-05 0.5 50 1783 0.0 -73 0.007006464891818026 0.005518498373688854 50 GTEX 100 5e-05 0.5 50 1783 0.0 -74 0.0068046090668149 0.005393459975096209 50 GTEX 100 5e-05 0.5 50 1783 0.0 -75 0.0067008467958957745 0.005242541766134107 50 GTEX 100 5e-05 0.5 50 1783 0.0 -76 0.0065744614165744175 0.0051443870267883895 50 GTEX 100 5e-05 0.5 50 1783 0.0 -77 0.006510488346500024 0.005092257788730608 50 GTEX 100 5e-05 0.5 50 1783 0.0 -78 0.006473538988910586 0.0050462714640756535 50 GTEX 100 5e-05 0.5 50 1783 0.0 -79 0.006363958785267299 0.004984793926061559 50 GTEX 100 5e-05 0.5 50 1783 0.0 -80 0.006328648896871175 0.004902212715888318 50 GTEX 100 5e-05 0.5 50 1783 0.0 -81 0.0062529600668669826 0.004874177351452325 50 GTEX 100 5e-05 0.5 50 1783 0.0 -82 0.006228364481441846 0.004740615925988885 50 GTEX 100 5e-05 0.5 50 1783 0.0 -83 0.0061753657650904115 0.004706405779566375 50 GTEX 100 5e-05 0.5 50 1783 0.0 -84 0.006187609422649333 0.004705227403759871 50 GTEX 100 5e-05 0.5 50 1783 0.0 -85 0.006067809076953982 0.004616892712010149 50 GTEX 100 5e-05 0.5 50 1783 0.0 -86 0.006076934007120898 0.004601331791103934 50 GTEX 100 5e-05 0.5 50 1783 0.0 -87 0.006034876962320343 0.004539421106203541 50 GTEX 100 5e-05 0.5 50 1783 0.0 -88 0.005999987048807325 0.00451631542293447 50 GTEX 100 5e-05 0.5 50 1783 0.0 -89 0.005962944488080747 0.004451340985548162 50 GTEX 100 5e-05 0.5 50 1783 0.0 -90 0.005945041972159666 0.0044702534951595405 50 GTEX 100 5e-05 0.5 50 1783 0.0 -91 0.0058806256542213095 0.004438844948082794 50 GTEX 100 5e-05 0.5 50 1783 0.0 -92 0.005828070799155401 0.004421330054428698 50 GTEX 100 5e-05 0.5 50 1783 0.0 -93 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4345 0.0 -31 0.060526002027677536 0.061402939925742236 100 GTEX 100 5e-05 0.1 25 4345 0.0 -32 0.06031775414893328 0.0611538133892043 100 GTEX 100 5e-05 0.1 25 4345 0.0 -33 0.060045498813534666 0.06092216248691309 100 GTEX 100 5e-05 0.1 25 4345 0.0 -34 0.05984249147029226 0.06073817514421369 100 GTEX 100 5e-05 0.1 25 4345 0.0 -35 0.059720768981147025 0.06054274123091208 100 GTEX 100 5e-05 0.1 25 4345 0.0 -36 0.05944514504009256 0.0602531255623007 100 GTEX 100 5e-05 0.1 25 4345 0.0 -37 0.05925184284147295 0.06009119336879299 100 GTEX 100 5e-05 0.1 25 4345 0.0 -38 0.059078671886542665 0.059914636393803615 100 GTEX 100 5e-05 0.1 25 4345 0.0 -39 0.05891199692772109 0.05973601329915877 100 GTEX 100 5e-05 0.1 25 4345 0.0 -40 0.05874907624067367 0.059595581880653774 100 GTEX 100 5e-05 0.1 25 4345 0.0 -41 0.05858698182868091 0.05945419117865 100 GTEX 100 5e-05 0.1 25 4345 0.0 -42 0.058447599510566925 0.059292207921752466 100 GTEX 100 5e-05 0.1 25 4345 0.0 -43 0.058312362097923835 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GTEX 100 1e-05 0.0 25 9195 0.0 -16 0.09575115669736316 0.0957763188238833 50 GTEX 100 1e-05 0.0 25 9195 0.0 -17 0.09409909949196144 0.09408625416429324 50 GTEX 100 1e-05 0.0 25 9195 0.0 -18 0.09237233397385708 0.09230885598029474 50 GTEX 100 1e-05 0.0 25 9195 0.0 -19 0.09053996542404327 0.0904204644716058 50 GTEX 100 1e-05 0.0 25 9195 0.0 -20 0.08858078810343763 0.08839396213114037 50 GTEX 100 1e-05 0.0 25 9195 0.0 -21 0.08648179233030116 0.08623532946628762 50 GTEX 100 1e-05 0.0 25 9195 0.0 -22 0.08425939193122726 0.08397323888914214 50 GTEX 100 1e-05 0.0 25 9195 0.0 -23 0.08196945876761401 0.08168773593898056 50 GTEX 100 1e-05 0.0 25 9195 0.0 -24 0.07970675477901483 0.0794764443693732 50 GTEX 100 1e-05 0.0 25 9195 0.0 -25 0.07757806559166587 0.07744133532642185 50 GTEX 100 1e-05 0.0 25 9195 0.0 -26 0.07566848890628661 0.07564843893617731 50 GTEX 100 1e-05 0.0 25 9195 0.0 -27 0.07401993861605906 0.07411715406003787 50 GTEX 100 1e-05 0.0 25 9195 0.0 -28 0.0726346596028745 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0.0657266702739461 0.06616497479605811 50 GTEX 100 1e-05 0.0 25 9195 0.0 -42 0.06545146681573759 0.06588411370837642 50 GTEX 100 1e-05 0.0 25 9195 0.0 -43 0.06518043465089922 0.06560434864926021 50 GTEX 100 1e-05 0.0 25 9195 0.0 -44 0.06491690371990254 0.06533743662072679 50 GTEX 100 1e-05 0.0 25 9195 0.0 -45 0.06466481356622929 0.06508257402241684 50 GTEX 100 1e-05 0.0 25 9195 0.0 -46 0.06442546380700111 0.0648403396624576 50 GTEX 100 1e-05 0.0 25 9195 0.0 -47 0.06419758186148808 0.06460716685868034 50 GTEX 100 1e-05 0.0 25 9195 0.0 -48 0.06397908084622607 0.06438443148260788 50 GTEX 100 1e-05 0.0 25 9195 0.0 -49 0.06376866730516559 0.06416865180427131 50 GTEX 100 1e-05 0.0 25 9195 0.0 -50 0.06356681747812774 0.06396478661707826 50 GTEX 100 1e-05 0.0 25 9195 0.0 -51 0.06337318343472502 0.06376650328163637 50 GTEX 100 1e-05 0.0 25 9195 0.0 -52 0.06318655704446488 0.06357437758901273 50 GTEX 100 1e-05 0.0 25 9195 0.0 -53 0.06300557911824158 0.06338925309790858 50 GTEX 100 1e-05 0.0 25 9195 0.0 -54 0.06283075894617009 0.0632124570102746 50 GTEX 100 1e-05 0.0 25 9195 0.0 -55 0.06266532837164067 0.06304294009739002 50 GTEX 100 1e-05 0.0 25 9195 0.0 -56 0.06250871158526368 0.06288587857221922 50 GTEX 100 1e-05 0.0 25 9195 0.0 -57 0.06235866115288913 0.06273352229408212 50 GTEX 100 1e-05 0.0 25 9195 0.0 -58 0.06221326824355946 0.0625877517059502 50 GTEX 100 1e-05 0.0 25 9195 0.0 -59 0.06207249607539447 0.062446451565328666 50 GTEX 100 1e-05 0.0 25 9195 0.0 -60 0.0619363536119927 0.062308080345675525 50 GTEX 100 1e-05 0.0 25 9195 0.0 -61 0.06180408590460348 0.062176307889955124 50 GTEX 100 1e-05 0.0 25 9195 0.0 -62 0.061676255041963376 0.062047861594380985 50 GTEX 100 1e-05 0.0 25 9195 0.0 -63 0.061551433376510666 0.061921999942043886 50 GTEX 100 1e-05 0.0 25 9195 0.0 -64 0.06143115090114382 0.06180239060872408 50 GTEX 100 1e-05 0.0 25 9195 0.0 -65 0.0613143589425121 0.061688208371797434 50 GTEX 100 1e-05 0.0 25 9195 0.0 -66 0.06120175061159343 0.06157631667847869 50 GTEX 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0.0013593156864868386 0.0013695932385164665 50 GTEX 100 0.001 0.0 100 7073 0.0 -78 0.0013554661217686393 0.0013578981878200524 50 GTEX 100 0.001 0.0 100 7073 0.0 -79 0.0013564431969788832 0.0013705107581291787 50 GTEX 100 0.001 0.0 100 7073 0.0 -80 0.0013570398722193976 0.0013656117158814445 50 GTEX 100 0.001 0.0 100 7073 0.0 -81 0.0013560473145829506 0.0013633807738198274 50 GTEX 100 0.001 0.0 100 7073 0.0 -82 0.0013561523542574671 0.0013584431463112426 50 GTEX 100 0.001 0.0 100 7073 0.0 -83 0.0013537626967126835 0.0013694433000083913 50 GTEX 100 0.001 0.0 100 7073 0.0 -84 0.0013548921332391102 0.0013617757701637233 50 GTEX 100 0.001 0.0 100 7073 0.0 -85 0.001354456323339061 0.0013581427578201707 50 GTEX 100 0.001 0.0 100 7073 0.0 -86 0.0013563639974109242 0.0013639856923987714 50 GTEX 100 0.001 0.0 100 7073 0.0 -87 0.0013536214897354188 0.0013627162116434525 50 GTEX 100 0.001 0.0 100 7073 0.0 -88 0.0013538428563289158 0.0013670923335286488 50 GTEX 100 0.001 0.0 100 7073 0.0 -89 0.0013526852157160136 0.0013647599372846348 50 GTEX 100 0.001 0.0 100 7073 0.0 -90 0.0013531215084930939 0.0013702226470281218 50 GTEX 100 0.001 0.0 100 7073 0.0 -91 0.0013532465637083164 0.0013649676698029836 50 GTEX 100 0.001 0.0 100 7073 0.0 -92 0.0013515750261825796 0.0013662832481485614 50 GTEX 100 0.001 0.0 100 7073 0.0 -93 0.0013518583150904182 0.0013573613104555654 50 GTEX 100 0.001 0.0 100 7073 0.0 -94 0.0013496951681174266 0.0013658422049393473 50 GTEX 100 0.001 0.0 100 7073 0.0 -95 0.0013518815924858847 0.0013645026231266046 50 GTEX 100 0.001 0.0 100 7073 0.0 -96 0.0013510771749828028 0.0013618575964130092 50 GTEX 100 0.001 0.0 100 7073 0.0 -97 0.0013508739155278734 0.001366750083105929 50 GTEX 100 0.001 0.0 100 7073 0.0 -98 0.0013472989512019365 0.0013580136543348744 50 GTEX 100 0.001 0.0 100 7073 0.0 -99 0.0013499136007791995 0.001360086809813679 50 GTEX 100 0.001 0.0 100 7073 0.0 -0 0.15994887013986644 0.1489432170817154 50 GTEX 100 1e-05 0.1 125 5134 0.0 -1 0.13621741821953018 0.12598276614236287 50 GTEX 100 1e-05 0.1 125 5134 0.0 -2 0.11996025098085378 0.11501495744112325 50 GTEX 100 1e-05 0.1 125 5134 0.0 -3 0.11169174224692313 0.10874418553120736 50 GTEX 100 1e-05 0.1 125 5134 0.0 -4 0.10640549645326804 0.1043065933390262 50 GTEX 100 1e-05 0.1 125 5134 0.0 -5 0.10232603295911916 0.10060496560294366 50 GTEX 100 1e-05 0.1 125 5134 0.0 -6 0.09875296518793704 0.09716939795833124 50 GTEX 100 1e-05 0.1 125 5134 0.0 -7 0.09530156073332137 0.09371338913592547 50 GTEX 100 1e-05 0.1 125 5134 0.0 -8 0.09176557063206432 0.09002596375040227 50 GTEX 100 1e-05 0.1 125 5134 0.0 -9 0.0879106793170546 0.08585601404819199 50 GTEX 100 1e-05 0.1 125 5134 0.0 -10 0.08351266532711385 0.0810944708028787 50 GTEX 100 1e-05 0.1 125 5134 0.0 -11 0.07868955273181594 0.07621076725734957 50 GTEX 100 1e-05 0.1 125 5134 0.0 -12 0.07419137640555079 0.07208525072145824 50 GTEX 100 1e-05 0.1 125 5134 0.0 -13 0.07067905663908806 0.06912336733631308 50 GTEX 100 1e-05 0.1 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0.060218238664840565 50 GTEX 100 1e-05 0.1 125 5134 0.0 -27 0.06027660821566955 0.059879318991598075 50 GTEX 100 1e-05 0.1 125 5134 0.0 -28 0.05999068585144274 0.0595711465471711 50 GTEX 100 1e-05 0.1 125 5134 0.0 -29 0.059701585038210464 0.05927631837588526 50 GTEX 100 1e-05 0.1 125 5134 0.0 -30 0.05943545121260816 0.059002818086471384 50 GTEX 100 1e-05 0.1 125 5134 0.0 -31 0.059192562303249575 0.058738572402598735 50 GTEX 100 1e-05 0.1 125 5134 0.0 -32 0.05895920341051946 0.05849760593740206 50 GTEX 100 1e-05 0.1 125 5134 0.0 -33 0.05873413093319611 0.05826638752998281 50 GTEX 100 1e-05 0.1 125 5134 0.0 -34 0.05852385973859842 0.058042821654972016 50 GTEX 100 1e-05 0.1 125 5134 0.0 -35 0.05830035126972969 0.05779736691611347 50 GTEX 100 1e-05 0.1 125 5134 0.0 -36 0.058074256463275985 0.057588530215700325 50 GTEX 100 1e-05 0.1 125 5134 0.0 -37 0.05787271934655774 0.0573508047743102 50 GTEX 100 1e-05 0.1 125 5134 0.0 -38 0.05760741113492551 0.05707819844125115 50 GTEX 100 1e-05 0.1 125 5134 0.0 -39 0.05738717945690226 0.056874936142008566 50 GTEX 100 1e-05 0.1 125 5134 0.0 -40 0.05718251262294952 0.05667639836074055 50 GTEX 100 1e-05 0.1 125 5134 0.0 -41 0.05700336819945714 0.056497331113756384 50 GTEX 100 1e-05 0.1 125 5134 0.0 -42 0.056796185500715975 0.05624577033372433 50 GTEX 100 1e-05 0.1 125 5134 0.0 -43 0.05650194085763755 0.0559299766464945 50 GTEX 100 1e-05 0.1 125 5134 0.0 -44 0.056219510802550735 0.055691451485845984 50 GTEX 100 1e-05 0.1 125 5134 0.0 -45 0.055984288367878686 0.05543332337313279 50 GTEX 100 1e-05 0.1 125 5134 0.0 -46 0.055717364059049125 0.055170280986355735 50 GTEX 100 1e-05 0.1 125 5134 0.0 -47 0.05546908913465718 0.05494461761001399 50 GTEX 100 1e-05 0.1 125 5134 0.0 -48 0.05526113454726652 0.054740599693001 50 GTEX 100 1e-05 0.1 125 5134 0.0 -49 0.0550616386834364 0.054540399476149234 50 GTEX 100 1e-05 0.1 125 5134 0.0 -50 0.05483438259180904 0.05428417094986702 50 GTEX 100 1e-05 0.1 125 5134 0.0 -51 0.05449875661347967 0.053878977696478585 50 GTEX 100 1e-05 0.1 125 5134 0.0 -52 0.054119860439598585 0.05354998752248151 50 GTEX 100 1e-05 0.1 125 5134 0.0 -53 0.05377954042510648 0.05320082941294396 50 GTEX 100 1e-05 0.1 125 5134 0.0 -54 0.053442107783293065 0.05287576105601434 50 GTEX 100 1e-05 0.1 125 5134 0.0 -55 0.05310161327080451 0.0525112963872944 50 GTEX 100 1e-05 0.1 125 5134 0.0 -56 0.05273482897268236 0.05214620611060255 50 GTEX 100 1e-05 0.1 125 5134 0.0 -57 0.05233584928974703 0.051730582618044814 50 GTEX 100 1e-05 0.1 125 5134 0.0 -58 0.05193482022179625 0.05134656938224918 50 GTEX 100 1e-05 0.1 125 5134 0.0 -59 0.051579717100862836 0.05101930015072397 50 GTEX 100 1e-05 0.1 125 5134 0.0 -60 0.051267878596793014 0.050718278733893035 50 GTEX 100 1e-05 0.1 125 5134 0.0 -61 0.05097157483895074 0.0504236680459047 50 GTEX 100 1e-05 0.1 125 5134 0.0 -62 0.05064318247444025 0.05006871576431586 50 GTEX 100 1e-05 0.1 125 5134 0.0 -63 0.05029007557945215 0.04974821149707974 50 GTEX 100 1e-05 0.1 125 5134 0.0 -64 0.04999876321951842 0.04947744815578479 50 GTEX 100 1e-05 0.1 125 5134 0.0 -65 0.04974493183005923 0.04923220034051304 50 GTEX 100 1e-05 0.1 125 5134 0.0 -66 0.04950253356665647 0.049012367397603424 50 GTEX 100 1e-05 0.1 125 5134 0.0 -67 0.04929022637439955 0.04877604590197706 50 GTEX 100 1e-05 0.1 125 5134 0.0 -68 0.049016314342553456 0.04850532244820105 50 GTEX 100 1e-05 0.1 125 5134 0.0 -69 0.04875378643819797 0.04822821779877741 50 GTEX 100 1e-05 0.1 125 5134 0.0 -70 0.04848204294123795 0.04795891571322548 50 GTEX 100 1e-05 0.1 125 5134 0.0 -71 0.04822386566282351 0.047717262123190864 50 GTEX 100 1e-05 0.1 125 5134 0.0 -72 0.04797669436325742 0.047467610384461546 50 GTEX 100 1e-05 0.1 125 5134 0.0 -73 0.04770839385262535 0.04719485247599761 50 GTEX 100 1e-05 0.1 125 5134 0.0 -74 0.04745671324045477 0.04694215286905548 50 GTEX 100 1e-05 0.1 125 5134 0.0 -75 0.04720865553074759 0.04672257824599063 50 GTEX 100 1e-05 0.1 125 5134 0.0 -76 0.046997715105671835 0.04652262166737377 50 GTEX 100 1e-05 0.1 125 5134 0.0 -77 0.04680192966678773 0.046297605351293486 50 GTEX 100 1e-05 0.1 125 5134 0.0 -78 0.04656650945843305 0.046064881324598086 50 GTEX 100 1e-05 0.1 125 5134 0.0 -79 0.04633279493918915 0.04581104051109276 50 GTEX 100 1e-05 0.1 125 5134 0.0 -80 0.046034570799903814 0.045529946805236456 50 GTEX 100 1e-05 0.1 125 5134 0.0 -81 0.04578357919919978 0.04525835098904122 50 GTEX 100 1e-05 0.1 125 5134 0.0 -82 0.04550461503859557 0.04499546195532659 50 GTEX 100 1e-05 0.1 125 5134 0.0 -83 0.045252407894594636 0.04477066562967835 50 GTEX 100 1e-05 0.1 125 5134 0.0 -84 0.04505540001588487 0.04458132956332807 50 GTEX 100 1e-05 0.1 125 5134 0.0 -85 0.044853350853352084 0.044371950344497715 50 GTEX 100 1e-05 0.1 125 5134 0.0 -86 0.044651555380058654 0.04417344446191317 50 GTEX 100 1e-05 0.1 125 5134 0.0 -87 0.04445270317847353 0.04398253557941533 50 GTEX 100 1e-05 0.1 125 5134 0.0 -88 0.04425506020446658 0.04375934478306272 50 GTEX 100 1e-05 0.1 125 5134 0.0 -89 0.04400230284764129 0.04349610169804142 50 GTEX 100 1e-05 0.1 125 5134 0.0 -90 0.04373419974670184 0.04323168623016814 50 GTEX 100 1e-05 0.1 125 5134 0.0 -91 0.0434930946713732 0.04299706203629309 50 GTEX 100 1e-05 0.1 125 5134 0.0 -92 0.0432625704054295 0.04277316951848028 50 GTEX 100 1e-05 0.1 125 5134 0.0 -93 0.04302485020788139 0.04254805591283189 50 GTEX 100 1e-05 0.1 125 5134 0.0 -94 0.04281987353303093 0.042357039046491504 50 GTEX 100 1e-05 0.1 125 5134 0.0 -95 0.04264963448466325 0.04219236083243736 50 GTEX 100 1e-05 0.1 125 5134 0.0 -96 0.04248615016792258 0.04202793748914743 50 GTEX 100 1e-05 0.1 125 5134 0.0 -97 0.042318390736052786 0.04185884042214531 50 GTEX 100 1e-05 0.1 125 5134 0.0 -98 0.042144205845011766 0.04170766236975846 50 GTEX 100 1e-05 0.1 125 5134 0.0 -99 0.0420128290911461 0.04158201675592946 50 GTEX 100 1e-05 0.1 125 5134 0.0 -0 0.16100288501312932 0.15125660453799106 50 GTEX 100 1e-05 0.0 100 2337 0.0 -1 0.13966222023830452 0.12888749320584106 50 GTEX 100 1e-05 0.0 100 2337 0.0 -2 0.12291133994189565 0.1171846392036844 50 GTEX 100 1e-05 0.0 100 2337 0.0 -3 0.11410202644116098 0.11053786034423137 50 GTEX 100 1e-05 0.0 100 2337 0.0 -4 0.1086112761818281 0.10595655041842406 50 GTEX 100 1e-05 0.0 100 2337 0.0 -5 0.10455710624325072 0.10232681128065396 50 GTEX 100 1e-05 0.0 100 2337 0.0 -6 0.10116926407604997 0.09911414650853144 50 GTEX 100 1e-05 0.0 100 2337 0.0 -7 0.09805908543001174 0.09604580329284923 50 GTEX 100 1e-05 0.0 100 2337 0.0 -8 0.09499422088147368 0.09292848038526087 50 GTEX 100 1e-05 0.0 100 2337 0.0 -9 0.09182029518432497 0.08963194471065082 50 GTEX 100 1e-05 0.0 100 2337 0.0 -10 0.0883690575268574 0.08597071669967456 50 GTEX 100 1e-05 0.0 100 2337 0.0 -11 0.08447681902403613 0.08179387849659975 50 GTEX 100 1e-05 0.0 100 2337 0.0 -12 0.08010355410860323 0.0772777236006559 50 GTEX 100 1e-05 0.0 100 2337 0.0 -13 0.07571922008113825 0.07320460272747527 50 GTEX 100 1e-05 0.0 100 2337 0.0 -14 0.07214787233082964 0.07023348998519177 50 GTEX 100 1e-05 0.0 100 2337 0.0 -15 0.06964507718805943 0.06824717941931219 50 GTEX 100 1e-05 0.0 100 2337 0.0 -16 0.06796841349661684 0.06692768305455098 50 GTEX 100 1e-05 0.0 100 2337 0.0 -17 0.066802994834183 0.06597746623956205 50 GTEX 100 1e-05 0.0 100 2337 0.0 -18 0.06592536442319417 0.06523447804606232 50 GTEX 100 1e-05 0.0 100 2337 0.0 -19 0.06521398130124721 0.06462244586062975 50 GTEX 100 1e-05 0.0 100 2337 0.0 -20 0.06461912120085553 0.06409075863999332 50 GTEX 100 1e-05 0.0 100 2337 0.0 -21 0.06408314992482551 0.06360255076971344 50 GTEX 100 1e-05 0.0 100 2337 0.0 -22 0.06356758371686512 0.06311842554847323 50 GTEX 100 1e-05 0.0 100 2337 0.0 -23 0.06309287841004355 0.06269797920019228 50 GTEX 100 1e-05 0.0 100 2337 0.0 -24 0.0626639836988505 0.06230281629801476 50 GTEX 100 1e-05 0.0 100 2337 0.0 -25 0.06226103086572673 0.061931712078390926 50 GTEX 100 1e-05 0.0 100 2337 0.0 -26 0.06188014891024966 0.06157951198603264 50 GTEX 100 1e-05 0.0 100 2337 0.0 -27 0.0615209465325225 0.061248013671813366 50 GTEX 100 1e-05 0.0 100 2337 0.0 -28 0.061180626255957576 0.060935778125497324 50 GTEX 100 1e-05 0.0 100 2337 0.0 -29 0.060857277845973085 0.0606345848424693 50 GTEX 100 1e-05 0.0 100 2337 0.0 -30 0.060551298753700473 0.06035078083211025 50 GTEX 100 1e-05 0.0 100 2337 0.0 -31 0.06026130286697112 0.0600835741869397 50 GTEX 100 1e-05 0.0 100 2337 0.0 -32 0.059987398440352176 0.059827290425792386 50 GTEX 100 1e-05 0.0 100 2337 0.0 -33 0.05972839207924116 0.059586421731760285 50 GTEX 100 1e-05 0.0 100 2337 0.0 -34 0.059479421580544214 0.05934975509436185 50 GTEX 100 1e-05 0.0 100 2337 0.0 -35 0.059221697869504326 0.059092126439676075 50 GTEX 100 1e-05 0.0 100 2337 0.0 -36 0.058957131688321826 0.05884643462079332 50 GTEX 100 1e-05 0.0 100 2337 0.0 -37 0.058733623717627526 0.058648611188728085 50 GTEX 100 1e-05 0.0 100 2337 0.0 -38 0.05854226388741575 0.058470016154159615 50 GTEX 100 1e-05 0.0 100 2337 0.0 -39 0.05836052966981047 0.05830187369633764 50 GTEX 100 1e-05 0.0 100 2337 0.0 -40 0.05818811028304896 0.05813792333743417 50 GTEX 100 1e-05 0.0 100 2337 0.0 -41 0.05802668301872432 0.05798275484756599 50 GTEX 100 1e-05 0.0 100 2337 0.0 -42 0.05787187959954381 0.057835715635194525 50 GTEX 100 1e-05 0.0 100 2337 0.0 -43 0.05772414739796852 0.05769436814939115 50 GTEX 100 1e-05 0.0 100 2337 0.0 -44 0.057583113098750215 0.057559401937140715 50 GTEX 100 1e-05 0.0 100 2337 0.0 -45 0.05744940351552767 0.05743089789956695 50 GTEX 100 1e-05 0.0 100 2337 0.0 -46 0.057321191718246026 0.05730838048849043 50 GTEX 100 1e-05 0.0 100 2337 0.0 -47 0.057198163573286324 0.05719091020127892 50 GTEX 100 1e-05 0.0 100 2337 0.0 -48 0.057079346404872576 0.05707520315912287 50 GTEX 100 1e-05 0.0 100 2337 0.0 -49 0.05696353008430536 0.05696087241342765 50 GTEX 100 1e-05 0.0 100 2337 0.0 -50 0.05683798754822494 0.05681746568488304 50 GTEX 100 1e-05 0.0 100 2337 0.0 -51 0.056682300115728425 0.05666271286233976 50 GTEX 100 1e-05 0.0 100 2337 0.0 -52 0.056531899157815924 0.05652333969540696 50 GTEX 100 1e-05 0.0 100 2337 0.0 -53 0.05638774557784239 0.05637740081763992 50 GTEX 100 1e-05 0.0 100 2337 0.0 -54 0.056245241290169085 0.056244322286472574 50 GTEX 100 1e-05 0.0 100 2337 0.0 -55 0.05611039086620697 0.05611142585542719 50 GTEX 100 1e-05 0.0 100 2337 0.0 -56 0.05598333799268913 0.055977762588246695 50 GTEX 100 1e-05 0.0 100 2337 0.0 -57 0.055863134976934084 0.05588442676420901 50 GTEX 100 1e-05 0.0 100 2337 0.0 -58 0.05576086923632713 0.055760946174368206 50 GTEX 100 1e-05 0.0 100 2337 0.0 -59 0.05563937190196463 0.05566213233219353 50 GTEX 100 1e-05 0.0 100 2337 0.0 -60 0.055540619462687575 0.05554161254783999 50 GTEX 100 1e-05 0.0 100 2337 0.0 -61 0.05539645202551558 0.05539106527350475 50 GTEX 100 1e-05 0.0 100 2337 0.0 -62 0.05525529645426643 0.055277022975762535 50 GTEX 100 1e-05 0.0 100 2337 0.0 -63 0.05516768523757632 0.055202090241609866 50 GTEX 100 1e-05 0.0 100 2337 0.0 -64 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0.0 -24 0.060989239669134485 0.05951268505659168 50 GTEX 100 1e-05 0.5 125 4988 0.0 -25 0.06058292026358345 0.059168317528731924 50 GTEX 100 1e-05 0.5 125 4988 0.0 -26 0.06015857603915254 0.05880071506782403 50 GTEX 100 1e-05 0.5 125 4988 0.0 -27 0.059741245867399005 0.058433190051877 50 GTEX 100 1e-05 0.5 125 4988 0.0 -28 0.05934746090759128 0.058066980176722134 50 GTEX 100 1e-05 0.5 125 4988 0.0 -29 0.058959439549143774 0.0577560090619235 50 GTEX 100 1e-05 0.5 125 4988 0.0 -30 0.05861576723771625 0.057431236221083225 50 GTEX 100 1e-05 0.5 125 4988 0.0 -31 0.0582657409862378 0.057123923121806336 50 GTEX 100 1e-05 0.5 125 4988 0.0 -32 0.05793903357639249 0.05681677982777698 50 GTEX 100 1e-05 0.5 125 4988 0.0 -33 0.05758503126634695 0.05646976757043895 50 GTEX 100 1e-05 0.5 125 4988 0.0 -34 0.05722837930334096 0.05621855693936575 50 GTEX 100 1e-05 0.5 125 4988 0.0 -35 0.05695879760292636 0.055957546153109335 50 GTEX 100 1e-05 0.5 125 4988 0.0 -36 0.0566576511254907 0.05571235344522126 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0.05350338275466333 0.05283060759135979 50 GTEX 100 1e-05 0.5 125 4988 0.0 -50 0.05332278049526062 0.05264824462395884 50 GTEX 100 1e-05 0.5 125 4988 0.0 -51 0.05312547960182965 0.05245927610778083 50 GTEX 100 1e-05 0.5 125 4988 0.0 -52 0.05294510436713463 0.05224761350554885 50 GTEX 100 1e-05 0.5 125 4988 0.0 -53 0.052640221916194996 0.051983841988806935 50 GTEX 100 1e-05 0.5 125 4988 0.0 -54 0.05238846669551424 0.05172189198321036 50 GTEX 100 1e-05 0.5 125 4988 0.0 -55 0.052158872147047536 0.05150029255863378 50 GTEX 100 1e-05 0.5 125 4988 0.0 -56 0.0518772667662463 0.05123428238322073 50 GTEX 100 1e-05 0.5 125 4988 0.0 -57 0.05161404701917215 0.050987672712299766 50 GTEX 100 1e-05 0.5 125 4988 0.0 -58 0.051399902229394966 0.050752862140592964 50 GTEX 100 1e-05 0.5 125 4988 0.0 -59 0.0511684931013499 0.050536007949721226 50 GTEX 100 1e-05 0.5 125 4988 0.0 -60 0.050926660865252514 0.05027824044652538 50 GTEX 100 1e-05 0.5 125 4988 0.0 -61 0.050652036436859914 0.05002961606637153 50 GTEX 100 1e-05 0.5 125 4988 0.0 -62 0.05039548318905124 0.04978299810207616 50 GTEX 100 1e-05 0.5 125 4988 0.0 -63 0.050174534582510616 0.049538111052132384 50 GTEX 100 1e-05 0.5 125 4988 0.0 -64 0.04989454789641819 0.0492731821103581 50 GTEX 100 1e-05 0.5 125 4988 0.0 -65 0.04963829157750232 0.049014503426651534 50 GTEX 100 1e-05 0.5 125 4988 0.0 -66 0.04936754966066747 0.0487679657260728 50 GTEX 100 1e-05 0.5 125 4988 0.0 -67 0.04912709284684368 0.04850282024294705 50 GTEX 100 1e-05 0.5 125 4988 0.0 -68 0.048847277489870236 0.04821974070948113 50 GTEX 100 1e-05 0.5 125 4988 0.0 -69 0.048541108478622905 0.0479015315256078 50 GTEX 100 1e-05 0.5 125 4988 0.0 -70 0.04826075095556235 0.04763438590154222 50 GTEX 100 1e-05 0.5 125 4988 0.0 -71 0.04801500919788015 0.04742397854508329 50 GTEX 100 1e-05 0.5 125 4988 0.0 -72 0.04783877332577663 0.047221140419009065 50 GTEX 100 1e-05 0.5 125 4988 0.0 -73 0.04762992716312811 0.04703032267864213 50 GTEX 100 1e-05 0.5 125 4988 0.0 -74 0.04740666515249265 0.0468227635049208 50 GTEX 100 1e-05 0.5 125 4988 0.0 -75 0.04721292200062183 0.04661883857143696 50 GTEX 100 1e-05 0.5 125 4988 0.0 -76 0.0470087822985911 0.046418157870042005 50 GTEX 100 1e-05 0.5 125 4988 0.0 -77 0.046833205908722635 0.04620251283332875 50 GTEX 100 1e-05 0.5 125 4988 0.0 -78 0.046611696204285284 0.04600245679795969 50 GTEX 100 1e-05 0.5 125 4988 0.0 -79 0.046402412714119684 0.045799950229804334 50 GTEX 100 1e-05 0.5 125 4988 0.0 -80 0.046181470862840336 0.04559778302426348 50 GTEX 100 1e-05 0.5 125 4988 0.0 -81 0.046017841077979765 0.045371542100444036 50 GTEX 100 1e-05 0.5 125 4988 0.0 -82 0.04572166836087349 0.04510969446242536 50 GTEX 100 1e-05 0.5 125 4988 0.0 -83 0.04547312825617562 0.04482431398145146 50 GTEX 100 1e-05 0.5 125 4988 0.0 -84 0.045169613248848335 0.04457129195984099 50 GTEX 100 1e-05 0.5 125 4988 0.0 -85 0.04495955672297279 0.04435305196097822 50 GTEX 100 1e-05 0.5 125 4988 0.0 -86 0.04475359002753323 0.044167707217396886 50 GTEX 100 1e-05 0.5 125 4988 0.0 -87 0.04461182068057104 0.043995608734993884 50 GTEX 100 1e-05 0.5 125 4988 0.0 -88 0.044437653551456034 0.04383867564735077 50 GTEX 100 1e-05 0.5 125 4988 0.0 -89 0.044261086472437317 0.04368465242220422 50 GTEX 100 1e-05 0.5 125 4988 0.0 -90 0.04410763570785623 0.04351115844322248 50 GTEX 100 1e-05 0.5 125 4988 0.0 -91 0.043939879308318434 0.043335100742120714 50 GTEX 100 1e-05 0.5 125 4988 0.0 -92 0.04376011401032386 0.04317397617171926 50 GTEX 100 1e-05 0.5 125 4988 0.0 -93 0.04359947046530817 0.04300311544180596 50 GTEX 100 1e-05 0.5 125 4988 0.0 -94 0.04342521737394885 0.042829301420726704 50 GTEX 100 1e-05 0.5 125 4988 0.0 -95 0.04323737327258527 0.042660409655464464 50 GTEX 100 1e-05 0.5 125 4988 0.0 -96 0.0430848788420055 0.04248981904450932 50 GTEX 100 1e-05 0.5 125 4988 0.0 -97 0.04290734623125278 0.04232260174057783 50 GTEX 100 1e-05 0.5 125 4988 0.0 -98 0.04273187324130839 0.04214350496748101 50 GTEX 100 1e-05 0.5 125 4988 0.0 -99 0.04260104425897615 0.04198439070820356 50 GTEX 100 1e-05 0.5 125 4988 0.0 -0 0.1470200292891228 0.12482237453243125 50 GTEX 100 5e-05 0.0 25 5791 0.0 -1 0.11436339008703622 0.10814925573567928 50 GTEX 100 5e-05 0.0 25 5791 0.0 -2 0.10345086856403132 0.1000980360171414 50 GTEX 100 5e-05 0.0 25 5791 0.0 -3 0.0960229791836992 0.09249085666675533 50 GTEX 100 5e-05 0.0 25 5791 0.0 -4 0.08747445300396159 0.0826126668786368 50 GTEX 100 5e-05 0.0 25 5791 0.0 -5 0.07691935692708521 0.07260219037476147 50 GTEX 100 5e-05 0.0 25 5791 0.0 -6 0.0696162811383169 0.06792054644045721 50 GTEX 100 5e-05 0.0 25 5791 0.0 -7 0.06636381042259251 0.06561458918899864 50 GTEX 100 5e-05 0.0 25 5791 0.0 -8 0.06465454096982129 0.06425974079666255 50 GTEX 100 5e-05 0.0 25 5791 0.0 -9 0.06357480555275394 0.0632971504157827 50 GTEX 100 5e-05 0.0 25 5791 0.0 -10 0.06274528086053237 0.062475658648650914 50 GTEX 100 5e-05 0.0 25 5791 0.0 -11 0.06198608577629198 0.061717339334549114 50 GTEX 100 5e-05 0.0 25 5791 0.0 -12 0.06125903321764368 0.06095953920976518 50 GTEX 100 5e-05 0.0 25 5791 0.0 -13 0.06062424033085359 0.060332406184745835 50 GTEX 100 5e-05 0.0 25 5791 0.0 -14 0.060039676404766186 0.05978277164861956 50 GTEX 100 5e-05 0.0 25 5791 0.0 -15 0.059475631579116124 0.059184775535484686 50 GTEX 100 5e-05 0.0 25 5791 0.0 -16 0.05896230718608679 0.05873625876360746 50 GTEX 100 5e-05 0.0 25 5791 0.0 -17 0.058531738923544026 0.058303781753200536 50 GTEX 100 5e-05 0.0 25 5791 0.0 -18 0.05811072773684465 0.057884198036257314 50 GTEX 100 5e-05 0.0 25 5791 0.0 -19 0.05773667891565808 0.0575409443560322 50 GTEX 100 5e-05 0.0 25 5791 0.0 -20 0.057420152399558715 0.057234757179713075 50 GTEX 100 5e-05 0.0 25 5791 0.0 -21 0.057134351052372974 0.056949822947439575 50 GTEX 100 5e-05 0.0 25 5791 0.0 -22 0.05686217136511874 0.05664242816090358 50 GTEX 100 5e-05 0.0 25 5791 0.0 -23 0.056511466160496876 0.05630088677566088 50 GTEX 100 5e-05 0.0 25 5791 0.0 -24 0.05618513823012005 0.05600873653568016 50 GTEX 100 5e-05 0.0 25 5791 0.0 -25 0.055948557883258664 0.05579239583287402 50 GTEX 100 5e-05 0.0 25 5791 0.0 -26 0.05574695530618157 0.0555966957383736 50 GTEX 100 5e-05 0.0 25 5791 0.0 -27 0.05555621692341195 0.055415065512911 50 GTEX 100 5e-05 0.0 25 5791 0.0 -28 0.05538078406444948 0.055241717400999577 50 GTEX 100 5e-05 0.0 25 5791 0.0 -29 0.0552144483577063 0.05508793866396403 50 GTEX 100 5e-05 0.0 25 5791 0.0 -30 0.055056022367785167 0.05491974936380359 50 GTEX 100 5e-05 0.0 25 5791 0.0 -31 0.05485740630088933 0.05472158006757158 50 GTEX 100 5e-05 0.0 25 5791 0.0 -32 0.05462513310539442 0.0544858443915504 50 GTEX 100 5e-05 0.0 25 5791 0.0 -33 0.05443704268470402 0.05429881374164 50 GTEX 100 5e-05 0.0 25 5791 0.0 -34 0.05426856193164592 0.05411825659808777 50 GTEX 100 5e-05 0.0 25 5791 0.0 -35 0.054098840460167066 0.053935116249005606 50 GTEX 100 5e-05 0.0 25 5791 0.0 -36 0.05379831233488112 0.053636113854528836 50 GTEX 100 5e-05 0.0 25 5791 0.0 -37 0.05360534983221097 0.05347665324240583 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0.051571947534758376 0.05144816736191398 50 GTEX 100 5e-05 0.0 25 5791 0.0 -51 0.05128790603525046 0.05111852863328992 50 GTEX 100 5e-05 0.0 25 5791 0.0 -52 0.05102261794970861 0.05090438054003416 50 GTEX 100 5e-05 0.0 25 5791 0.0 -53 0.05080271383712633 0.0507236698734443 50 GTEX 100 5e-05 0.0 25 5791 0.0 -54 0.05067399720732861 0.0505852570877669 50 GTEX 100 5e-05 0.0 25 5791 0.0 -55 0.05051472952767059 0.05042316385690024 50 GTEX 100 5e-05 0.0 25 5791 0.0 -56 0.05035617024106235 0.05027475044442901 50 GTEX 100 5e-05 0.0 25 5791 0.0 -57 0.0501015184220315 0.049960446278405284 50 GTEX 100 5e-05 0.0 25 5791 0.0 -58 0.04982002281589847 0.04969516487175974 50 GTEX 100 5e-05 0.0 25 5791 0.0 -59 0.04955616675799722 0.04941004007601466 50 GTEX 100 5e-05 0.0 25 5791 0.0 -60 0.04930154193876235 0.049179367607763966 50 GTEX 100 5e-05 0.0 25 5791 0.0 -61 0.04908747187279164 0.04897053727433935 50 GTEX 100 5e-05 0.0 25 5791 0.0 -62 0.048898051735562664 0.04886183636298425 50 GTEX 100 5e-05 0.0 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GTEX 100 5e-05 0.0 25 5791 0.0 -76 0.045147251854435716 0.04509579869050944 50 GTEX 100 5e-05 0.0 25 5791 0.0 -77 0.04488873264379583 0.044715293091739536 50 GTEX 100 5e-05 0.0 25 5791 0.0 -78 0.044555281738793834 0.04445385363505367 50 GTEX 100 5e-05 0.0 25 5791 0.0 -79 0.04429883579642377 0.044196848017464575 50 GTEX 100 5e-05 0.0 25 5791 0.0 -80 0.044018717448254564 0.04394811097914955 50 GTEX 100 5e-05 0.0 25 5791 0.0 -81 0.043639119683805315 0.04344264862655234 50 GTEX 100 5e-05 0.0 25 5791 0.0 -82 0.04319422047660408 0.04305871804120876 50 GTEX 100 5e-05 0.0 25 5791 0.0 -83 0.04282155456919598 0.042612119000617545 50 GTEX 100 5e-05 0.0 25 5791 0.0 -84 0.04232678110425495 0.04216313838760436 50 GTEX 100 5e-05 0.0 25 5791 0.0 -85 0.04203744612620803 0.04193766672914925 50 GTEX 100 5e-05 0.0 25 5791 0.0 -86 0.041570894003034056 0.041319162255514255 50 GTEX 100 5e-05 0.0 25 5791 0.0 -87 0.04108922432128663 0.040923589160630464 50 GTEX 100 5e-05 0.0 25 5791 0.0 -88 0.0406620059045508 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3977 0.0 -35 0.03209765760826752 0.030575909315406595 50 GTEX 100 5e-05 0.5 100 3977 0.0 -36 0.03064129002344285 0.029086608135144975 50 GTEX 100 5e-05 0.5 100 3977 0.0 -37 0.02929868805121378 0.02774077248777274 50 GTEX 100 5e-05 0.5 100 3977 0.0 -38 0.02806427287693555 0.02663682504581861 50 GTEX 100 5e-05 0.5 100 3977 0.0 -39 0.0268962628363436 0.02540218878268289 50 GTEX 100 5e-05 0.5 100 3977 0.0 -40 0.025678720647510284 0.024212775674043046 50 GTEX 100 5e-05 0.5 100 3977 0.0 -41 0.02436079237453881 0.02282733078904365 50 GTEX 100 5e-05 0.5 100 3977 0.0 -42 0.0229544719462553 0.021403215634335584 50 GTEX 100 5e-05 0.5 100 3977 0.0 -43 0.02157312238261732 0.020122990150273752 50 GTEX 100 5e-05 0.5 100 3977 0.0 -44 0.02022574590154097 0.018532316522679854 50 GTEX 100 5e-05 0.5 100 3977 0.0 -45 0.01783654305938715 0.014978346614939063 50 GTEX 100 5e-05 0.5 100 3977 0.0 -46 0.01371501074049095 0.010613577571403618 50 GTEX 100 5e-05 0.5 100 3977 0.0 -47 0.010684794807332244 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0.002992368528545045 50 GTEX 100 5e-05 0.5 100 3977 0.0 -97 0.004272498868752496 0.0029964972240496216 50 GTEX 100 5e-05 0.5 100 3977 0.0 -98 0.00423466299669456 0.0029573506607493464 50 GTEX 100 5e-05 0.5 100 3977 0.0 -99 0.004236998936838027 0.0029759007522007696 50 GTEX 100 5e-05 0.5 100 3977 0.0 -0 0.14831864227207986 0.12376420680051067 50 GTEX 100 5e-05 0.1 25 7949 0.0 -1 0.11403863505276655 0.10566311842361784 50 GTEX 100 5e-05 0.1 25 7949 0.0 -2 0.10249959524306547 0.09734056057132244 50 GTEX 100 5e-05 0.1 25 7949 0.0 -3 0.09482087103941757 0.08950801003908476 50 GTEX 100 5e-05 0.1 25 7949 0.0 -4 0.0861330636107734 0.07943182438611984 50 GTEX 100 5e-05 0.1 25 7949 0.0 -5 0.07606897217218507 0.07013785709474703 50 GTEX 100 5e-05 0.1 25 7949 0.0 -6 0.06955090661974786 0.06587019304925497 50 GTEX 100 5e-05 0.1 25 7949 0.0 -7 0.06666977748824134 0.06383188836588152 50 GTEX 100 5e-05 0.1 25 7949 0.0 -8 0.06507054787021738 0.06256279354284698 50 GTEX 100 5e-05 0.1 25 7949 0.0 -9 0.06395800592515705 0.06166295376482345 50 GTEX 100 5e-05 0.1 25 7949 0.0 -10 0.06317535471208524 0.06097233775620677 50 GTEX 100 5e-05 0.1 25 7949 0.0 -11 0.06250442069972582 0.0603136218404362 50 GTEX 100 5e-05 0.1 25 7949 0.0 -12 0.061801270683403936 0.05970862941256948 50 GTEX 100 5e-05 0.1 25 7949 0.0 -13 0.06120942068643639 0.059201421294035564 50 GTEX 100 5e-05 0.1 25 7949 0.0 -14 0.060687069314528726 0.05875807245591294 50 GTEX 100 5e-05 0.1 25 7949 0.0 -15 0.060266865325478376 0.058378576021287376 50 GTEX 100 5e-05 0.1 25 7949 0.0 -16 0.059824107246091926 0.05798075736957131 50 GTEX 100 5e-05 0.1 25 7949 0.0 -17 0.05939534743786413 0.057604151880616475 50 GTEX 100 5e-05 0.1 25 7949 0.0 -18 0.059028573195704113 0.0572978164221624 50 GTEX 100 5e-05 0.1 25 7949 0.0 -19 0.058639394697240665 0.056958230970137025 50 GTEX 100 5e-05 0.1 25 7949 0.0 -20 0.05826758582774973 0.05662411244536534 50 GTEX 100 5e-05 0.1 25 7949 0.0 -21 0.05788980664637557 0.056328772577836035 50 GTEX 100 5e-05 0.1 25 7949 0.0 -22 0.05758498970419562 0.056060130159041266 50 GTEX 100 5e-05 0.1 25 7949 0.0 -23 0.057275324261867225 0.055745699361476615 50 GTEX 100 5e-05 0.1 25 7949 0.0 -24 0.056855934266257936 0.05537332109257069 50 GTEX 100 5e-05 0.1 25 7949 0.0 -25 0.056501409165412464 0.055112064104286436 50 GTEX 100 5e-05 0.1 25 7949 0.0 -26 0.05616293079522264 0.05471475173085361 50 GTEX 100 5e-05 0.1 25 7949 0.0 -27 0.055846119744779314 0.05447925187420709 50 GTEX 100 5e-05 0.1 25 7949 0.0 -28 0.05555444213797717 0.05419845076653214 50 GTEX 100 5e-05 0.1 25 7949 0.0 -29 0.055134186357672144 0.05374719215974835 50 GTEX 100 5e-05 0.1 25 7949 0.0 -30 0.05474226418742915 0.05344463946446493 50 GTEX 100 5e-05 0.1 25 7949 0.0 -31 0.05439628480139813 0.053148132624961576 50 GTEX 100 5e-05 0.1 25 7949 0.0 -32 0.054140725912546116 0.052884712886107736 50 GTEX 100 5e-05 0.1 25 7949 0.0 -33 0.05379764539891744 0.0525615628624597 50 GTEX 100 5e-05 0.1 25 7949 0.0 -34 0.05349130123213061 0.05223407536858389 50 GTEX 100 5e-05 0.1 25 7949 0.0 -35 0.053181130987979344 0.0519806586999177 50 GTEX 100 5e-05 0.1 25 7949 0.0 -36 0.05284411721407668 0.051657191056319066 50 GTEX 100 5e-05 0.1 25 7949 0.0 -37 0.052577335135233084 0.051473955698169684 50 GTEX 100 5e-05 0.1 25 7949 0.0 -38 0.05238329782669617 0.051266211733052035 50 GTEX 100 5e-05 0.1 25 7949 0.0 -39 0.05213241859226931 0.05099070480114607 50 GTEX 100 5e-05 0.1 25 7949 0.0 -40 0.05189978621417647 0.05077932867798742 50 GTEX 100 5e-05 0.1 25 7949 0.0 -41 0.051622939779386486 0.050461718911737084 50 GTEX 100 5e-05 0.1 25 7949 0.0 -42 0.05124456776923636 0.05015599953556015 50 GTEX 100 5e-05 0.1 25 7949 0.0 -43 0.0509921568018419 0.04980398728706991 50 GTEX 100 5e-05 0.1 25 7949 0.0 -44 0.050623195047339885 0.04946832538019342 50 GTEX 100 5e-05 0.1 25 7949 0.0 -45 0.050287601525508784 0.049210101840557255 50 GTEX 100 5e-05 0.1 25 7949 0.0 -46 0.050061249017661937 0.0490545091987676 50 GTEX 100 5e-05 0.1 25 7949 0.0 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100 5e-05 0.1 25 7949 0.0 -60 0.04598249506362328 0.0449964619762204 50 GTEX 100 5e-05 0.1 25 7949 0.0 -61 0.045658944103620085 0.04466525260571518 50 GTEX 100 5e-05 0.1 25 7949 0.0 -62 0.0453916280211164 0.044454265718734315 50 GTEX 100 5e-05 0.1 25 7949 0.0 -63 0.04516545960328842 0.0442456873027544 50 GTEX 100 5e-05 0.1 25 7949 0.0 -64 0.045053631357287516 0.044151330083438654 50 GTEX 100 5e-05 0.1 25 7949 0.0 -65 0.04496094861333545 0.04406539882628863 50 GTEX 100 5e-05 0.1 25 7949 0.0 -66 0.044828337242702285 0.04393189509501928 50 GTEX 100 5e-05 0.1 25 7949 0.0 -67 0.04461682003116965 0.04371729051913825 50 GTEX 100 5e-05 0.1 25 7949 0.0 -68 0.044443749171134035 0.04357670900542927 50 GTEX 100 5e-05 0.1 25 7949 0.0 -69 0.044328931085525325 0.04347688189137571 50 GTEX 100 5e-05 0.1 25 7949 0.0 -70 0.04423442589823643 0.04332171733218454 50 GTEX 100 5e-05 0.1 25 7949 0.0 -71 0.044075710571270584 0.04318008110805383 50 GTEX 100 5e-05 0.1 25 7949 0.0 -72 0.0437969405169036 0.04289886554412742 50 GTEX 100 5e-05 0.1 25 7949 0.0 -73 0.043624764814574654 0.04268380495305297 50 GTEX 100 5e-05 0.1 25 7949 0.0 -74 0.043424755905039567 0.04253895235152299 50 GTEX 100 5e-05 0.1 25 7949 0.0 -75 0.04317856860468389 0.042284161001160565 50 GTEX 100 5e-05 0.1 25 7949 0.0 -76 0.04295533931970257 0.04206117461417791 50 GTEX 100 5e-05 0.1 25 7949 0.0 -77 0.042785777923951766 0.041941069328569634 50 GTEX 100 5e-05 0.1 25 7949 0.0 -78 0.04263579887336507 0.04176899142733318 50 GTEX 100 5e-05 0.1 25 7949 0.0 -79 0.042468401377038265 0.04160244742358818 50 GTEX 100 5e-05 0.1 25 7949 0.0 -80 0.04233264126095284 0.04149167993222806 50 GTEX 100 5e-05 0.1 25 7949 0.0 -81 0.042132802498454566 0.041257190302071006 50 GTEX 100 5e-05 0.1 25 7949 0.0 -82 0.04197145362538182 0.04116421413144005 50 GTEX 100 5e-05 0.1 25 7949 0.0 -83 0.04184715368551716 0.04099897448922518 50 GTEX 100 5e-05 0.1 25 7949 0.0 -84 0.041614720113264586 0.040819789236942634 50 GTEX 100 5e-05 0.1 25 7949 0.0 -85 0.04151209979443511 0.04065649565521756 50 GTEX 100 5e-05 0.1 25 7949 0.0 -86 0.04134657656811504 0.04050834650464158 50 GTEX 100 5e-05 0.1 25 7949 0.0 -87 0.04109585208768538 0.04015168957695535 50 GTEX 100 5e-05 0.1 25 7949 0.0 -88 0.04079245012385346 0.039901527388467535 50 GTEX 100 5e-05 0.1 25 7949 0.0 -89 0.04052613018995683 0.039728408764353726 50 GTEX 100 5e-05 0.1 25 7949 0.0 -90 0.0403849073749945 0.039482925412999366 50 GTEX 100 5e-05 0.1 25 7949 0.0 -91 0.040116562530771414 0.039312591351313736 50 GTEX 100 5e-05 0.1 25 7949 0.0 -92 0.0399574781242206 0.03913489362302842 50 GTEX 100 5e-05 0.1 25 7949 0.0 -93 0.039827440247636944 0.03903617986793074 50 GTEX 100 5e-05 0.1 25 7949 0.0 -94 0.03968420947877409 0.038926479551842 50 GTEX 100 5e-05 0.1 25 7949 0.0 -95 0.03958909561123895 0.038803949258060064 50 GTEX 100 5e-05 0.1 25 7949 0.0 -96 0.03935774616535871 0.038489383075230484 50 GTEX 100 5e-05 0.1 25 7949 0.0 -97 0.03916872358314588 0.038363713728611006 50 GTEX 100 5e-05 0.1 25 7949 0.0 -98 0.0389903320602225 0.038110964439327724 50 GTEX 100 5e-05 0.1 25 7949 0.0 -99 0.03871941023748327 0.03792929084893642 50 GTEX 100 5e-05 0.1 25 7949 0.0 -0 0.13182152984080475 0.10631991094226166 50 GTEX 100 5e-05 0.1 125 6470 0.0 -1 0.0963605734807606 0.08884496843803519 50 GTEX 100 5e-05 0.1 125 6470 0.0 -2 0.07790473720692928 0.06944866731281289 50 GTEX 100 5e-05 0.1 125 6470 0.0 -3 0.06520226904678725 0.06398811893884672 50 GTEX 100 5e-05 0.1 125 6470 0.0 -4 0.06199691167963625 0.0616063164058407 50 GTEX 100 5e-05 0.1 125 6470 0.0 -5 0.06010978132229779 0.06003652221944623 50 GTEX 100 5e-05 0.1 125 6470 0.0 -6 0.05863491017530785 0.058658268748864026 50 GTEX 100 5e-05 0.1 125 6470 0.0 -7 0.057578240873141964 0.05773625195649641 50 GTEX 100 5e-05 0.1 125 6470 0.0 -8 0.05660904364431561 0.05666099106999178 50 GTEX 100 5e-05 0.1 125 6470 0.0 -9 0.05569792653115143 0.05584338494353421 50 GTEX 100 5e-05 0.1 125 6470 0.0 -10 0.05500467300959647 0.055102829336270184 50 GTEX 100 5e-05 0.1 125 6470 0.0 -11 0.05436426385634298 0.054490494977385374 50 GTEX 100 5e-05 0.1 125 6470 0.0 -12 0.053713002592463734 0.053858495880442434 50 GTEX 100 5e-05 0.1 125 6470 0.0 -13 0.05314970341945596 0.053296681911376494 50 GTEX 100 5e-05 0.1 125 6470 0.0 -14 0.05244677774100517 0.05240477957256393 50 GTEX 100 5e-05 0.1 125 6470 0.0 -15 0.05162701879361306 0.0516683254249309 50 GTEX 100 5e-05 0.1 125 6470 0.0 -16 0.050809393595466136 0.050639916388424175 50 GTEX 100 5e-05 0.1 125 6470 0.0 -17 0.04963421565974868 0.04943733257967483 50 GTEX 100 5e-05 0.1 125 6470 0.0 -18 0.04849626579384586 0.048434360682284426 50 GTEX 100 5e-05 0.1 125 6470 0.0 -19 0.04766803105746704 0.04768856427147135 50 GTEX 100 5e-05 0.1 125 6470 0.0 -20 0.046591164895819416 0.04628141907118119 50 GTEX 100 5e-05 0.1 125 6470 0.0 -21 0.045360257488452 0.04518543110147629 50 GTEX 100 5e-05 0.1 125 6470 0.0 -22 0.04425731179439885 0.044139853243082186 50 GTEX 100 5e-05 0.1 125 6470 0.0 -23 0.043219440377909486 0.04300428407103843 50 GTEX 100 5e-05 0.1 125 6470 0.0 -24 0.042045360945186405 0.04186284224088428 50 GTEX 100 5e-05 0.1 125 6470 0.0 -25 0.0409875854938747 0.0407481309479747 50 GTEX 100 5e-05 0.1 125 6470 0.0 -26 0.0398544953736412 0.039462575143621004 50 GTEX 100 5e-05 0.1 125 6470 0.0 -27 0.038647037920653916 0.03856936174342161 50 GTEX 100 5e-05 0.1 125 6470 0.0 -28 0.03794687367236714 0.037838863534675804 50 GTEX 100 5e-05 0.1 125 6470 0.0 -29 0.037023657096094 0.03667367489109021 50 GTEX 100 5e-05 0.1 125 6470 0.0 -30 0.03576873093127285 0.03542276898207773 50 GTEX 100 5e-05 0.1 125 6470 0.0 -31 0.03472834042287923 0.0345347448404411 50 GTEX 100 5e-05 0.1 125 6470 0.0 -32 0.03382495972242793 0.033570804233050165 50 GTEX 100 5e-05 0.1 125 6470 0.0 -33 0.03291932685595638 0.03250911225256698 50 GTEX 100 5e-05 0.1 125 6470 0.0 -34 0.03178940672874828 0.0314779408955982 50 GTEX 100 5e-05 0.1 125 6470 0.0 -35 0.030805008129203056 0.030432082903872424 50 GTEX 100 5e-05 0.1 125 6470 0.0 -36 0.029900742582390494 0.029553308420789782 50 GTEX 100 5e-05 0.1 125 6470 0.0 -37 0.028951729627648214 0.02860225681852932 50 GTEX 100 5e-05 0.1 125 6470 0.0 -38 0.02802259867590421 0.027643742822393944 50 GTEX 100 5e-05 0.1 125 6470 0.0 -39 0.02723714830284009 0.02699202195716448 50 GTEX 100 5e-05 0.1 125 6470 0.0 -40 0.02662564105844849 0.02634766602272543 50 GTEX 100 5e-05 0.1 125 6470 0.0 -41 0.02597389565596796 0.02564548599062764 50 GTEX 100 5e-05 0.1 125 6470 0.0 -42 0.025242666275826504 0.0248878573389731 50 GTEX 100 5e-05 0.1 125 6470 0.0 -43 0.02451758408861722 0.024107077807018058 50 GTEX 100 5e-05 0.1 125 6470 0.0 -44 0.023637804405290952 0.023194041131453826 50 GTEX 100 5e-05 0.1 125 6470 0.0 -45 0.022887280999235333 0.022491757619856882 50 GTEX 100 5e-05 0.1 125 6470 0.0 -46 0.02214855310396249 0.021783808366654042 50 GTEX 100 5e-05 0.1 125 6470 0.0 -47 0.021532612711779857 0.021168238433793243 50 GTEX 100 5e-05 0.1 125 6470 0.0 -48 0.020891640672750008 0.02043234272913108 50 GTEX 100 5e-05 0.1 125 6470 0.0 -49 0.0201115031328532 0.019591770056960927 50 GTEX 100 5e-05 0.1 125 6470 0.0 -50 0.019107819942408646 0.01838228057630842 50 GTEX 100 5e-05 0.1 125 6470 0.0 -51 0.017971850035638736 0.017329659985782075 50 GTEX 100 5e-05 0.1 125 6470 0.0 -52 0.017020087208891223 0.01643604877450904 50 GTEX 100 5e-05 0.1 125 6470 0.0 -53 0.016236841523480934 0.01565181604717564 50 GTEX 100 5e-05 0.1 125 6470 0.0 -54 0.015473265373797796 0.014915949974860641 50 GTEX 100 5e-05 0.1 125 6470 0.0 -55 0.014633285664683053 0.013760175070806829 50 GTEX 100 5e-05 0.1 125 6470 0.0 -56 0.012251995744135848 0.009098932850829718 50 GTEX 100 5e-05 0.1 125 6470 0.0 -57 0.007261856774867109 0.005289270256614107 50 GTEX 100 5e-05 0.1 125 6470 0.0 -58 0.005051969122566583 0.003936323887905807 50 GTEX 100 5e-05 0.1 125 6470 0.0 -59 0.004179432749015528 0.003300884478289932 50 GTEX 100 5e-05 0.1 125 6470 0.0 -60 0.0037150624068163704 0.0029419924844297164 50 GTEX 100 5e-05 0.1 125 6470 0.0 -61 0.003409586992940941 0.002721870195000174 50 GTEX 100 5e-05 0.1 125 6470 0.0 -62 0.003201753166888361 0.0025381858216265768 50 GTEX 100 5e-05 0.1 125 6470 0.0 -63 0.003062536399674764 0.002401296726601489 50 GTEX 100 5e-05 0.1 125 6470 0.0 -64 0.002937168695797566 0.002301728840255154 50 GTEX 100 5e-05 0.1 125 6470 0.0 -65 0.00285037490283476 0.002196514327211851 50 GTEX 100 5e-05 0.1 125 6470 0.0 -66 0.0027534441877928944 0.0021222129120215235 50 GTEX 100 5e-05 0.1 125 6470 0.0 -67 0.0026839458818145173 0.002066642690464118 50 GTEX 100 5e-05 0.1 125 6470 0.0 -68 0.002620724958136561 0.0020163756090981226 50 GTEX 100 5e-05 0.1 125 6470 0.0 -69 0.002555625224094458 0.0019582046595129393 50 GTEX 100 5e-05 0.1 125 6470 0.0 -70 0.0025145322003955572 0.0019186086602555055 50 GTEX 100 5e-05 0.1 125 6470 0.0 -71 0.002478806667613816 0.0018822738436889965 50 GTEX 100 5e-05 0.1 125 6470 0.0 -72 0.002454324728235078 0.0018518245303135773 50 GTEX 100 5e-05 0.1 125 6470 0.0 -73 0.002405886658394259 0.0018239769333895624 50 GTEX 100 5e-05 0.1 125 6470 0.0 -74 0.002397208567246365 0.0017949959412376492 50 GTEX 100 5e-05 0.1 125 6470 0.0 -75 0.002357760977774805 0.0017785362984733691 50 GTEX 100 5e-05 0.1 125 6470 0.0 -76 0.002342999478715711 0.001758545236316768 50 GTEX 100 5e-05 0.1 125 6470 0.0 -77 0.002312704376554469 0.0017342766533966953 50 GTEX 100 5e-05 0.1 125 6470 0.0 -78 0.0022822104870229864 0.0017121367279560565 50 GTEX 100 5e-05 0.1 125 6470 0.0 -79 0.00226968548559101 0.0016912935065289698 50 GTEX 100 5e-05 0.1 125 6470 0.0 -80 0.0022535102790993034 0.0016809288105137732 50 GTEX 100 5e-05 0.1 125 6470 0.0 -81 0.0022234249699892685 0.0016595262951330909 50 GTEX 100 5e-05 0.1 125 6470 0.0 -82 0.0022133417631718553 0.0016500317467688212 50 GTEX 100 5e-05 0.1 125 6470 0.0 -83 0.0021927619477480355 0.0016499623895743188 50 GTEX 100 5e-05 0.1 125 6470 0.0 -84 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1e-05 0.0 125 7204 0.0 -84 0.05590050850896608 0.05572751891080418 100 GTEX 100 1e-05 0.0 125 7204 0.0 -85 0.0558311215658821 0.05565824104692546 100 GTEX 100 1e-05 0.0 125 7204 0.0 -86 0.05576184390873595 0.055590548711924495 100 GTEX 100 1e-05 0.0 125 7204 0.0 -87 0.05568829828128966 0.055508967956436 100 GTEX 100 1e-05 0.0 125 7204 0.0 -88 0.055596042472841216 0.055416780194628826 100 GTEX 100 1e-05 0.0 125 7204 0.0 -89 0.05551639641042407 0.05535081092679002 100 GTEX 100 1e-05 0.0 125 7204 0.0 -90 0.05545307799238797 0.055290277324928534 100 GTEX 100 1e-05 0.0 125 7204 0.0 -91 0.055392927530607185 0.055231069756438066 100 GTEX 100 1e-05 0.0 125 7204 0.0 -92 0.055333678942444064 0.05517262466846763 100 GTEX 100 1e-05 0.0 125 7204 0.0 -93 0.05527584456687267 0.055116577081014 100 GTEX 100 1e-05 0.0 125 7204 0.0 -94 0.055219461144455466 0.055061926718220515 100 GTEX 100 1e-05 0.0 125 7204 0.0 -95 0.05516514031182464 0.055007920589850434 100 GTEX 100 1e-05 0.0 125 7204 0.0 -96 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0.5 25 3034 0.0 -96 0.007439617922607687 0.006639966843897625 50 GTEX 100 0.001 0.5 25 3034 0.0 -97 0.007451614943037155 0.006640615965108681 50 GTEX 100 0.001 0.5 25 3034 0.0 -98 0.007523405773904962 0.0065827321424060435 50 GTEX 100 0.001 0.5 25 3034 0.0 -99 0.007476107581164733 0.006552922753652579 50 GTEX 100 0.001 0.5 25 3034 0.0 -0 0.16501080138140348 0.1652578857121812 100 GTEX 100 1e-05 0.5 5 6368 0.0 -1 0.16464608454699248 0.16450849526735314 100 GTEX 100 1e-05 0.5 5 6368 0.0 -2 0.16362512274101745 0.16303378740191007 100 GTEX 100 1e-05 0.5 5 6368 0.0 -3 0.1619931594886258 0.16100616339494975 100 GTEX 100 1e-05 0.5 5 6368 0.0 -4 0.16000885163905365 0.15862744185407807 100 GTEX 100 1e-05 0.5 5 6368 0.0 -5 0.15778083868070553 0.15604375438771773 100 GTEX 100 1e-05 0.5 5 6368 0.0 -6 0.15534539496815544 0.15333498476122726 100 GTEX 100 1e-05 0.5 5 6368 0.0 -7 0.15287438184542326 0.1506207967779029 100 GTEX 100 1e-05 0.5 5 6368 0.0 -8 0.15076406184063298 0.14798359028966707 100 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5 8228 0.0 -38 0.06151622810273232 0.0603913193419859 50 GTEX 100 5e-05 0.1 5 8228 0.0 -39 0.0609325684612538 0.05990503967063283 50 GTEX 100 5e-05 0.1 5 8228 0.0 -40 0.06052764692573283 0.059508851173372776 50 GTEX 100 5e-05 0.1 5 8228 0.0 -41 0.06017567093593399 0.05910861218780166 50 GTEX 100 5e-05 0.1 5 8228 0.0 -42 0.05970898440049267 0.058581477087770124 50 GTEX 100 5e-05 0.1 5 8228 0.0 -43 0.05892078955014895 0.057932034701448885 50 GTEX 100 5e-05 0.1 5 8228 0.0 -44 0.05834876546590774 0.05722748537055666 50 GTEX 100 5e-05 0.1 5 8228 0.0 -45 0.05764009782402457 0.05635197703574321 50 GTEX 100 5e-05 0.1 5 8228 0.0 -46 0.056656562351064185 0.05527700015658888 50 GTEX 100 5e-05 0.1 5 8228 0.0 -47 0.055393985914424716 0.05402020365708001 50 GTEX 100 5e-05 0.1 5 8228 0.0 -48 0.0541437633136478 0.052665316021714384 50 GTEX 100 5e-05 0.1 5 8228 0.0 -49 0.052679496901795485 0.051241622734885715 50 GTEX 100 5e-05 0.1 5 8228 0.0 -50 0.05119937252451226 0.049802528595119834 50 GTEX 100 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0.060965528881651826 50 GTEX 100 1e-05 0.5 25 5825 0.0 -73 0.06225483707853038 0.06085029107026274 50 GTEX 100 1e-05 0.5 25 5825 0.0 -74 0.06212053607291061 0.06074678512580495 50 GTEX 100 1e-05 0.5 25 5825 0.0 -75 0.06198864012210537 0.06064088018646485 50 GTEX 100 1e-05 0.5 25 5825 0.0 -76 0.061921163011443424 0.060551175805155774 50 GTEX 100 1e-05 0.5 25 5825 0.0 -77 0.06177980644805285 0.060481347696069526 50 GTEX 100 1e-05 0.5 25 5825 0.0 -78 0.06163268301998396 0.06038862304627441 50 GTEX 100 1e-05 0.5 25 5825 0.0 -79 0.06155970233692355 0.06030799802605191 50 GTEX 100 1e-05 0.5 25 5825 0.0 -80 0.06158423391027664 0.06022788215952681 50 GTEX 100 1e-05 0.5 25 5825 0.0 -81 0.0614045149999573 0.06013716842285127 50 GTEX 100 1e-05 0.5 25 5825 0.0 -82 0.06131707269824696 0.0600452339807844 50 GTEX 100 1e-05 0.5 25 5825 0.0 -83 0.0612702963115661 0.05994534833151353 50 GTEX 100 1e-05 0.5 25 5825 0.0 -84 0.06122621521786575 0.05986075380200896 50 GTEX 100 1e-05 0.5 25 5825 0.0 -85 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25 5825 0.0 -98 0.06018583738144038 0.05884754470064385 50 GTEX 100 1e-05 0.5 25 5825 0.0 -99 0.060204045635550575 0.05878659768362916 50 GTEX 100 1e-05 0.5 25 5825 0.0 -0 0.16038024291715666 0.147853881290657 50 GTEX 100 5e-05 0.0 5 7209 0.0 -1 0.13753636544478834 0.12607926453247725 50 GTEX 100 5e-05 0.0 5 7209 0.0 -2 0.12201187971106198 0.11512255784789872 50 GTEX 100 5e-05 0.0 5 7209 0.0 -3 0.11372283867703856 0.10867332385236772 50 GTEX 100 5e-05 0.0 5 7209 0.0 -4 0.10839553074180304 0.10418111257283406 50 GTEX 100 5e-05 0.0 5 7209 0.0 -5 0.10440598501519567 0.10057110985309 50 GTEX 100 5e-05 0.0 5 7209 0.0 -6 0.101010544544901 0.09734530000462277 50 GTEX 100 5e-05 0.0 5 7209 0.0 -7 0.09776801469727832 0.09411247359312533 50 GTEX 100 5e-05 0.0 5 7209 0.0 -8 0.09443869825412822 0.09071872968354153 50 GTEX 100 5e-05 0.0 5 7209 0.0 -9 0.0908633891284132 0.08699286189426034 50 GTEX 100 5e-05 0.0 5 7209 0.0 -10 0.0868877528456268 0.08281788174700375 50 GTEX 100 5e-05 0.0 5 7209 0.0 -11 0.08248548176219474 0.0783107526203752 50 GTEX 100 5e-05 0.0 5 7209 0.0 -12 0.0779682599969017 0.0740298936603867 50 GTEX 100 5e-05 0.0 5 7209 0.0 -13 0.0740359865693277 0.07070431968785057 50 GTEX 100 5e-05 0.0 5 7209 0.0 -14 0.07111866351048217 0.06836915010508475 50 GTEX 100 5e-05 0.0 5 7209 0.0 -15 0.06910388383377288 0.06686637272966225 50 GTEX 100 5e-05 0.0 5 7209 0.0 -16 0.06775186087940492 0.06581465278118283 50 GTEX 100 5e-05 0.0 5 7209 0.0 -17 0.06672361726772574 0.06499423422344285 50 GTEX 100 5e-05 0.0 5 7209 0.0 -18 0.06589599973368168 0.06430812100012266 50 GTEX 100 5e-05 0.0 5 7209 0.0 -19 0.06518419368366285 0.06372366578605011 50 GTEX 100 5e-05 0.0 5 7209 0.0 -20 0.06459843231186238 0.06326490521657603 50 GTEX 100 5e-05 0.0 5 7209 0.0 -21 0.06411404088430726 0.06286501679781951 50 GTEX 100 5e-05 0.0 5 7209 0.0 -22 0.06367871475434422 0.06250326653425457 50 GTEX 100 5e-05 0.0 5 7209 0.0 -23 0.06327323995163074 0.062139930798470286 50 GTEX 100 5e-05 0.0 5 7209 0.0 -24 0.06287591975704472 0.06177000234703828 50 GTEX 100 5e-05 0.0 5 7209 0.0 -25 0.062478800355487765 0.061389499127921486 50 GTEX 100 5e-05 0.0 5 7209 0.0 -26 0.062089669462983985 0.0610449458879663 50 GTEX 100 5e-05 0.0 5 7209 0.0 -27 0.06175071445947038 0.060748168773694176 50 GTEX 100 5e-05 0.0 5 7209 0.0 -28 0.061457532171438976 0.06049317460747952 50 GTEX 100 5e-05 0.0 5 7209 0.0 -29 0.06119228128252921 0.06025459449525795 50 GTEX 100 5e-05 0.0 5 7209 0.0 -30 0.06095053182602609 0.060043076662339635 50 GTEX 100 5e-05 0.0 5 7209 0.0 -31 0.060725511389044626 0.05983572522666971 50 GTEX 100 5e-05 0.0 5 7209 0.0 -32 0.06051273498767984 0.059633652052838534 50 GTEX 100 5e-05 0.0 5 7209 0.0 -33 0.06028634385124448 0.05942693076489543 50 GTEX 100 5e-05 0.0 5 7209 0.0 -34 0.060089895616045365 0.059258758518915676 50 GTEX 100 5e-05 0.0 5 7209 0.0 -35 0.059920684807218974 0.0591076446817515 50 GTEX 100 5e-05 0.0 5 7209 0.0 -36 0.05976044608600178 0.058960330775255476 50 GTEX 100 5e-05 0.0 5 7209 0.0 -37 0.0595814812252794 0.05878010846872745 50 GTEX 100 5e-05 0.0 5 7209 0.0 -38 0.05941509471064488 0.05863279665151022 50 GTEX 100 5e-05 0.0 5 7209 0.0 -39 0.05924017158763593 0.0584721722119548 50 GTEX 100 5e-05 0.0 5 7209 0.0 -40 0.05910006662970601 0.05836406583143505 50 GTEX 100 5e-05 0.0 5 7209 0.0 -41 0.05897853963940412 0.05824708200622874 50 GTEX 100 5e-05 0.0 5 7209 0.0 -42 0.05886235494873737 0.058141718445055376 50 GTEX 100 5e-05 0.0 5 7209 0.0 -43 0.058746110182403076 0.05802142749692778 50 GTEX 100 5e-05 0.0 5 7209 0.0 -44 0.05860528426137233 0.05789604721442147 50 GTEX 100 5e-05 0.0 5 7209 0.0 -45 0.05849480948452147 0.05780053252757955 50 GTEX 100 5e-05 0.0 5 7209 0.0 -46 0.0583947589907221 0.057713765998020375 50 GTEX 100 5e-05 0.0 5 7209 0.0 -47 0.05829870162445752 0.05762479663915054 50 GTEX 100 5e-05 0.0 5 7209 0.0 -48 0.0582058773592179 0.05753852680552143 50 GTEX 100 5e-05 0.0 5 7209 0.0 -49 0.05811794860747128 0.057456360457061366 50 GTEX 100 5e-05 0.0 5 7209 0.0 -50 0.05803112062765576 0.05738063675029196 50 GTEX 100 5e-05 0.0 5 7209 0.0 -51 0.05794728955554398 0.057296827116789927 50 GTEX 100 5e-05 0.0 5 7209 0.0 -52 0.05786760916158808 0.05722427392952116 50 GTEX 100 5e-05 0.0 5 7209 0.0 -53 0.057774070219060135 0.057110013518156665 50 GTEX 100 5e-05 0.0 5 7209 0.0 -54 0.05765561939066537 0.05699751174126968 50 GTEX 100 5e-05 0.0 5 7209 0.0 -55 0.0575418870546277 0.05690554066246 50 GTEX 100 5e-05 0.0 5 7209 0.0 -56 0.0574329469344697 0.05679546503399715 50 GTEX 100 5e-05 0.0 5 7209 0.0 -57 0.0573309580143728 0.056686311393636266 50 GTEX 100 5e-05 0.0 5 7209 0.0 -58 0.057203701325725 0.0565752267993335 50 GTEX 100 5e-05 0.0 5 7209 0.0 -59 0.05711022085770201 0.0565053339509343 50 GTEX 100 5e-05 0.0 5 7209 0.0 -60 0.0570401515348529 0.056432718991836675 50 GTEX 100 5e-05 0.0 5 7209 0.0 -61 0.05694229397153456 0.05632565929040936 50 GTEX 100 5e-05 0.0 5 7209 0.0 -62 0.056850527777671314 0.056228239967455886 50 GTEX 100 5e-05 0.0 5 7209 0.0 -63 0.05674337755384624 0.05614942846954322 50 GTEX 100 5e-05 0.0 5 7209 0.0 -64 0.05665842874865541 0.05602359961534181 50 GTEX 100 5e-05 0.0 5 7209 0.0 -65 0.0565418686111361 0.05595147820055032 50 GTEX 100 5e-05 0.0 5 7209 0.0 -66 0.05647666221070381 0.055888675096597056 50 GTEX 100 5e-05 0.0 5 7209 0.0 -67 0.056390993198724385 0.05580351581733263 50 GTEX 100 5e-05 0.0 5 7209 0.0 -68 0.056303991665318964 0.05570595421095311 50 GTEX 100 5e-05 0.0 5 7209 0.0 -69 0.05622138637032947 0.055651118759306666 50 GTEX 100 5e-05 0.0 5 7209 0.0 -70 0.05616486843569523 0.055596374577272525 50 GTEX 100 5e-05 0.0 5 7209 0.0 -71 0.056088929897322004 0.055457119550201835 50 GTEX 100 5e-05 0.0 5 7209 0.0 -72 0.05590524373423957 0.05527740099357562 50 GTEX 100 5e-05 0.0 5 7209 0.0 -73 0.055741178862859925 0.05513913054090036 50 GTEX 100 5e-05 0.0 5 7209 0.0 -74 0.05563233679964599 0.055073228165394006 50 GTEX 100 5e-05 0.0 5 7209 0.0 -75 0.05555682027681181 0.05495919592451913 50 GTEX 100 5e-05 0.0 5 7209 0.0 -76 0.05544246993884185 0.05487924574842471 50 GTEX 100 5e-05 0.0 5 7209 0.0 -77 0.0553783999553915 0.054824565441662816 50 GTEX 100 5e-05 0.0 5 7209 0.0 -78 0.055288349625832484 0.05470363871537914 50 GTEX 100 5e-05 0.0 5 7209 0.0 -79 0.05515206433274659 0.05457730642289717 50 GTEX 100 5e-05 0.0 5 7209 0.0 -80 0.05506633516561208 0.05452101037416168 50 GTEX 100 5e-05 0.0 5 7209 0.0 -81 0.0550106001164545 0.05445471506551645 50 GTEX 100 5e-05 0.0 5 7209 0.0 -82 0.05491622187275122 0.054346784368554 50 GTEX 100 5e-05 0.0 5 7209 0.0 -83 0.05481335316240957 0.05423930347560703 50 GTEX 100 5e-05 0.0 5 7209 0.0 -84 0.054704975866838264 0.054144459213537416 50 GTEX 100 5e-05 0.0 5 7209 0.0 -85 0.054625843041761886 0.054083847394744256 50 GTEX 100 5e-05 0.0 5 7209 0.0 -86 0.05453427485178035 0.053954261401137016 50 GTEX 100 5e-05 0.0 5 7209 0.0 -87 0.0543824883577872 0.053811438636634734 50 GTEX 100 5e-05 0.0 5 7209 0.0 -88 0.05428759056338542 0.05375522448054512 50 GTEX 100 5e-05 0.0 5 7209 0.0 -89 0.05420688277473857 0.05363313357979626 50 GTEX 100 5e-05 0.0 5 7209 0.0 -90 0.05405507984216908 0.05350220414452227 50 GTEX 100 5e-05 0.0 5 7209 0.0 -91 0.05393603825049415 0.05336958927035105 50 GTEX 100 5e-05 0.0 5 7209 0.0 -92 0.05382561036382152 0.05327216437362673 50 GTEX 100 5e-05 0.0 5 7209 0.0 -93 0.053672360273038136 0.053092771220399855 50 GTEX 100 5e-05 0.0 5 7209 0.0 -94 0.053503610425502515 0.052942371902413694 50 GTEX 100 5e-05 0.0 5 7209 0.0 -95 0.05333365884346759 0.052753026721142085 50 GTEX 100 5e-05 0.0 5 7209 0.0 -96 0.05318864777540977 0.05264515033834561 50 GTEX 100 5e-05 0.0 5 7209 0.0 -97 0.05308209227074776 0.0525666523809782 50 GTEX 100 5e-05 0.0 5 7209 0.0 -98 0.05298673542196942 0.05243377257917544 50 GTEX 100 5e-05 0.0 5 7209 0.0 -99 0.05287319337361854 0.0523648346090838 50 GTEX 100 5e-05 0.0 5 7209 0.0 -0 0.10309801869518567 0.06778680199594325 50 GTEX 100 0.001 0.1 5 5311 0.0 -1 0.06347477185010936 0.05891904947365645 50 GTEX 100 0.001 0.1 5 5311 0.0 -2 0.0578467252573664 0.05417271910993092 50 GTEX 100 0.001 0.1 5 5311 0.0 -3 0.044171975062023035 0.019244119560367253 50 GTEX 100 0.001 0.1 5 5311 0.0 -4 0.012362825227392736 0.009147799063913043 50 GTEX 100 0.001 0.1 5 5311 0.0 -5 0.009104970634436929 0.008248618897758849 50 GTEX 100 0.001 0.1 5 5311 0.0 -6 0.0084289420710695 0.0078502385434429 50 GTEX 100 0.001 0.1 5 5311 0.0 -7 0.008176273312464906 0.007589122243296397 50 GTEX 100 0.001 0.1 5 5311 0.0 -8 0.00796366836977988 0.007399026203560625 50 GTEX 100 0.001 0.1 5 5311 0.0 -9 0.0076898609006584 0.007181928082309069 50 GTEX 100 0.001 0.1 5 5311 0.0 -10 0.007567016219064472 0.007022068130220694 50 GTEX 100 0.001 0.1 5 5311 0.0 -11 0.007472141884114651 0.006872904148774342 50 GTEX 100 0.001 0.1 5 5311 0.0 -12 0.007279214226307562 0.006797109993472129 50 GTEX 100 0.001 0.1 5 5311 0.0 -13 0.007307172140970886 0.006745448759172693 50 GTEX 100 0.001 0.1 5 5311 0.0 -14 0.007232325033708625 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5311 0.0 -27 0.006628823195623175 0.006021184533367026 50 GTEX 100 0.001 0.1 5 5311 0.0 -28 0.00664596394211246 0.006020496636558282 50 GTEX 100 0.001 0.1 5 5311 0.0 -29 0.0066511753314085495 0.005950999404604728 50 GTEX 100 0.001 0.1 5 5311 0.0 -30 0.006644771120351528 0.005944867761798572 50 GTEX 100 0.001 0.1 5 5311 0.0 -31 0.006590281953747709 0.005912787911301557 50 GTEX 100 0.001 0.1 5 5311 0.0 -32 0.006586732954539228 0.005923449852372814 50 GTEX 100 0.001 0.1 5 5311 0.0 -33 0.006580317407800017 0.005907689069819143 50 GTEX 100 0.001 0.1 5 5311 0.0 -34 0.006580008048795575 0.005892426095116784 50 GTEX 100 0.001 0.1 5 5311 0.0 -35 0.006553798907856396 0.005889428706003968 50 GTEX 100 0.001 0.1 5 5311 0.0 -36 0.006575192125655614 0.005879375308985775 50 GTEX 100 0.001 0.1 5 5311 0.0 -37 0.006599811731815162 0.005905927880401563 50 GTEX 100 0.001 0.1 5 5311 0.0 -38 0.006581634575635072 0.005864878918996838 50 GTEX 100 0.001 0.1 5 5311 0.0 -39 0.006549473010069282 0.005851647311099185 50 GTEX 100 0.001 0.1 5 5311 0.0 -40 0.0066007131559543495 0.0059131127640519995 50 GTEX 100 0.001 0.1 5 5311 0.0 -41 0.006548697460122864 0.005984705237197218 50 GTEX 100 0.001 0.1 5 5311 0.0 -42 0.006589406049096439 0.005893692641586292 50 GTEX 100 0.001 0.1 5 5311 0.0 -43 0.006582549297264284 0.005854598246514797 50 GTEX 100 0.001 0.1 5 5311 0.0 -44 0.006594076352372012 0.005848299209099305 50 GTEX 100 0.001 0.1 5 5311 0.0 -45 0.0065424330639288425 0.005856793950145406 50 GTEX 100 0.001 0.1 5 5311 0.0 -46 0.006494801478169042 0.0058313202167800966 50 GTEX 100 0.001 0.1 5 5311 0.0 -47 0.006548180303494939 0.005892604855048566 50 GTEX 100 0.001 0.1 5 5311 0.0 -48 0.006550531770468933 0.005883070628757202 50 GTEX 100 0.001 0.1 5 5311 0.0 -49 0.006561256322218396 0.005862279733140093 50 GTEX 100 0.001 0.1 5 5311 0.0 -50 0.0065464025162738065 0.005832974383777482 50 GTEX 100 0.001 0.1 5 5311 0.0 -51 0.006539943691858952 0.005838316652796341 50 GTEX 100 0.001 0.1 5 5311 0.0 -52 0.00650956543657098 0.005818751132462755 50 GTEX 100 0.001 0.1 5 5311 0.0 -53 0.006542490153156636 0.005845426397660159 50 GTEX 100 0.001 0.1 5 5311 0.0 -54 0.0065310988075471645 0.005865143015343313 50 GTEX 100 0.001 0.1 5 5311 0.0 -55 0.006574726974692153 0.0058903733503866676 50 GTEX 100 0.001 0.1 5 5311 0.0 -56 0.006485216641052731 0.005859358034348079 50 GTEX 100 0.001 0.1 5 5311 0.0 -57 0.006559068738258891 0.005840230142669362 50 GTEX 100 0.001 0.1 5 5311 0.0 -58 0.0064835999780968575 0.0059039483728602574 50 GTEX 100 0.001 0.1 5 5311 0.0 -59 0.006506003766771502 0.005817149555976343 50 GTEX 100 0.001 0.1 5 5311 0.0 -60 0.0065322376559332545 0.00584123645707285 50 GTEX 100 0.001 0.1 5 5311 0.0 -61 0.006541100244031019 0.005854657934376609 50 GTEX 100 0.001 0.1 5 5311 0.0 -62 0.00651939924099232 0.005865058744814911 50 GTEX 100 0.001 0.1 5 5311 0.0 -63 0.006531258194055202 0.0058116219440269715 50 GTEX 100 0.001 0.1 5 5311 0.0 -64 0.0065096872899037175 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a/1.initial-k-sweep/results/param_sweep_tybalt_GTEX_full-results.tsv +++ /dev/null @@ -1,40501 +0,0 @@ -train_epoch loss val_loss batch_size dataset depth epochs first_layer kappa learning_rate num_components seed -0 2713.5095770587964 2426.1605879054778 50 GTEX 1 100 100 0.0 0.0015 125 8285 -1 2408.1454091969144 2350.620854018759 50 GTEX 1 100 100 0.0 0.0015 125 8285 -2 2367.3625671122386 2325.559672424549 50 GTEX 1 100 100 0.0 0.0015 125 8285 -3 2348.2092743677467 2300.892310312945 50 GTEX 1 100 100 0.0 0.0015 125 8285 -4 2333.903963325317 2284.4525030447962 50 GTEX 1 100 100 0.0 0.0015 125 8285 -5 2325.8172832427367 2281.233232737494 50 GTEX 1 100 100 0.0 0.0015 125 8285 -6 2319.2127103111466 2277.140065472389 50 GTEX 1 100 100 0.0 0.0015 125 8285 -7 2314.6894762573693 2270.3562327337813 50 GTEX 1 100 100 0.0 0.0015 125 8285 -8 2309.2318796697987 2266.9698804267914 50 GTEX 1 100 100 0.0 0.0015 125 8285 -9 2306.8061989695293 2264.775767511288 50 GTEX 1 100 100 0.0 0.0015 125 8285 -10 2303.0455271333153 2259.916184574025 50 GTEX 1 100 100 0.0 0.0015 125 8285 -11 2301.385006464685 2258.834532763115 50 GTEX 1 100 100 0.0 0.0015 125 8285 -12 2299.110029566108 2256.119833826565 50 GTEX 1 100 100 0.0 0.0015 125 8285 -13 2296.030752641165 2253.937716988103 50 GTEX 1 100 100 0.0 0.0015 125 8285 -14 2294.027713506869 2254.3178813049553 50 GTEX 1 100 100 0.0 0.0015 125 8285 -15 2292.4512435415045 2250.3976644653785 50 GTEX 1 100 100 0.0 0.0015 125 8285 -16 2291.757195095257 2247.512032976622 50 GTEX 1 100 100 0.0 0.0015 125 8285 -17 2289.314850140414 2246.186833486811 50 GTEX 1 100 100 0.0 0.0015 125 8285 -18 2287.836545827158 2251.7259918328928 50 GTEX 1 100 100 0.0 0.0015 125 8285 -19 2286.9695596845045 2246.900537759179 50 GTEX 1 100 100 0.0 0.0015 125 8285 -20 2286.227112235471 2244.64225832863 50 GTEX 1 100 100 0.0 0.0015 125 8285 -21 2284.8201258421523 2243.952981811059 50 GTEX 1 100 100 0.0 0.0015 125 8285 -22 2284.389097928371 2243.8334510716195 50 GTEX 1 100 100 0.0 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2234.678461691273 50 GTEX 1 100 100 0.0 0.0015 125 8285 -36 2275.032513563769 2233.084799878951 50 GTEX 1 100 100 0.0 0.0015 125 8285 -37 2275.8371282883554 2235.8392800450783 50 GTEX 1 100 100 0.0 0.0015 125 8285 -38 2274.3777532419363 2239.382319345221 50 GTEX 1 100 100 0.0 0.0015 125 8285 -39 2274.4383845487946 2233.141832707046 50 GTEX 1 100 100 0.0 0.0015 125 8285 -40 2274.4412451744383 2232.278996804821 50 GTEX 1 100 100 0.0 0.0015 125 8285 -41 2273.9479670231963 2234.9523122809233 50 GTEX 1 100 100 0.0 0.0015 125 8285 -42 2273.519423376309 2237.769058981776 50 GTEX 1 100 100 0.0 0.0015 125 8285 -43 2273.244708593007 2233.570677550573 50 GTEX 1 100 100 0.0 0.0015 125 8285 -44 2272.9083899117904 2263.349183753416 50 GTEX 1 100 100 0.0 0.0015 125 8285 -45 2273.150444007391 2239.460086720978 50 GTEX 1 100 100 0.0 0.0015 125 8285 -46 2272.527141670573 2233.479079097849 50 GTEX 1 100 100 0.0 0.0015 125 8285 -47 2272.8775861060544 2232.148287580947 50 GTEX 1 100 100 0.0 0.0015 125 8285 -48 2273.136794826354 2236.6286581641366 50 GTEX 1 100 100 0.0 0.0015 125 8285 -49 2272.569166609588 2234.7818561742515 50 GTEX 1 100 100 0.0 0.0015 125 8285 -50 2272.537521708839 2234.0028384828747 50 GTEX 1 100 100 0.0 0.0015 125 8285 -51 2271.072306396768 2231.8917790982205 50 GTEX 1 100 100 0.0 0.0015 125 8285 -52 2271.671283822257 2231.3855931967387 50 GTEX 1 100 100 0.0 0.0015 125 8285 -53 2271.2474426224403 2232.7646489016456 50 GTEX 1 100 100 0.0 0.0015 125 8285 -54 2272.265404842768 2230.5850941473086 50 GTEX 1 100 100 0.0 0.0015 125 8285 -55 2270.885539901764 2232.963648342815 50 GTEX 1 100 100 0.0 0.0015 125 8285 -56 2270.608460072241 2231.5597311389765 50 GTEX 1 100 100 0.0 0.0015 125 8285 -57 2270.3931519212297 2228.4082235474093 50 GTEX 1 100 100 0.0 0.0015 125 8285 -58 2271.731463416093 2231.646762862405 50 GTEX 1 100 100 0.0 0.0015 125 8285 -59 2270.164298130389 2233.5709862074477 50 GTEX 1 100 100 0.0 0.0015 125 8285 -60 2270.6212491262822 2229.198416010055 50 GTEX 1 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2302.448550258051 2315.2274453050736 100 GTEX 1 100 100 0.0 0.0015 75 1449 -22 2301.213947570549 2318.1000298909817 100 GTEX 1 100 100 0.0 0.0015 75 1449 -23 2299.298216187439 2315.7834584051207 100 GTEX 1 100 100 0.0 0.0015 75 1449 -24 2297.6697856596434 2311.531626886288 100 GTEX 1 100 100 0.0 0.0015 75 1449 -25 2295.541459446713 2309.4955590541826 100 GTEX 1 100 100 0.0 0.0015 75 1449 -26 2294.6480584334477 2306.125144813451 100 GTEX 1 100 100 0.0 0.0015 75 1449 -27 2293.0767865203634 2305.327838157973 100 GTEX 1 100 100 0.0 0.0015 75 1449 -28 2291.930308463569 2306.093971861633 100 GTEX 1 100 100 0.0 0.0015 75 1449 -29 2291.107847361023 2305.643370885813 100 GTEX 1 100 100 0.0 0.0015 75 1449 -30 2289.472296138065 2311.823191131476 100 GTEX 1 100 100 0.0 0.0015 75 1449 -31 2288.5257835916045 2303.1958833991807 100 GTEX 1 100 100 0.0 0.0015 75 1449 -32 2287.402040656648 2305.880590170509 100 GTEX 1 100 100 0.0 0.0015 75 1449 -33 2287.2917530498626 2302.0496218141047 100 GTEX 1 100 100 0.0 0.0015 75 1449 -34 2285.315700209857 2299.4973135248333 100 GTEX 1 100 100 0.0 0.0015 75 1449 -35 2284.948830786383 2297.4060179271623 100 GTEX 1 100 100 0.0 0.0015 75 1449 -36 2283.844823940233 2296.7629960788972 100 GTEX 1 100 100 0.0 0.0015 75 1449 -37 2283.51888240896 2298.269454201818 100 GTEX 1 100 100 0.0 0.0015 75 1449 -38 2282.029167803084 2297.522348614247 100 GTEX 1 100 100 0.0 0.0015 75 1449 -39 2281.3319946817733 2296.980779727602 100 GTEX 1 100 100 0.0 0.0015 75 1449 -40 2280.7845431261635 2294.011373425618 100 GTEX 1 100 100 0.0 0.0015 75 1449 -41 2280.617799798601 2297.717205323194 100 GTEX 1 100 100 0.0 0.0015 75 1449 -42 2279.459807108533 2294.758399180133 100 GTEX 1 100 100 0.0 0.0015 75 1449 -43 2278.5469080609782 2292.3969048909817 100 GTEX 1 100 100 0.0 0.0015 75 1449 -44 2277.710811729024 2291.198842792003 100 GTEX 1 100 100 0.0 0.0015 75 1449 -45 2277.369585452468 2290.640823654349 100 GTEX 1 100 100 0.0 0.0015 75 1449 -46 2277.2410689970748 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1449 -59 2271.0942011456737 2288.236001366445 100 GTEX 1 100 100 0.0 0.0015 75 1449 -60 2269.9862453436112 2284.060134713641 100 GTEX 1 100 100 0.0 0.0015 75 1449 -61 2270.2995904358568 2285.81526445164 100 GTEX 1 100 100 0.0 0.0015 75 1449 -62 2270.0104054142435 2284.555218482652 100 GTEX 1 100 100 0.0 0.0015 75 1449 -63 2269.4721566733456 2282.9365512862405 100 GTEX 1 100 100 0.0 0.0015 75 1449 -64 2269.481817983481 2281.512984939401 100 GTEX 1 100 100 0.0 0.0015 75 1449 -65 2269.2233777890883 2282.304600240613 100 GTEX 1 100 100 0.0 0.0015 75 1449 -66 2268.4731233846023 2282.4727165889376 100 GTEX 1 100 100 0.0 0.0015 75 1449 -67 2267.686874523427 2282.055419921875 100 GTEX 1 100 100 0.0 0.0015 75 1449 -68 2267.712855629877 2281.3315466819154 100 GTEX 1 100 100 0.0 0.0015 75 1449 -69 2267.248076686615 2282.002119289152 100 GTEX 1 100 100 0.0 0.0015 75 1449 -70 2267.406963286737 2281.864155700452 100 GTEX 1 100 100 0.0 0.0015 75 1449 -71 2267.3749196169506 2281.132571144249 100 GTEX 1 100 100 0.0 0.0015 75 1449 -72 2266.9711261353173 2281.8625181945104 100 GTEX 1 100 100 0.0 0.0015 75 1449 -73 2266.7426819189354 2282.5453999450447 100 GTEX 1 100 100 0.0 0.0015 75 1449 -74 2266.10321046856 2280.7807867826164 100 GTEX 1 100 100 0.0 0.0015 75 1449 -75 2266.8595497177284 2278.9544840185363 100 GTEX 1 100 100 0.0 0.0015 75 1449 -76 2266.0330379748398 2280.382145986811 100 GTEX 1 100 100 0.0 0.0015 75 1449 -77 2265.961361567649 2280.8501821307627 100 GTEX 1 100 100 0.0 0.0015 75 1449 -78 2265.8437236440564 2280.425717197897 100 GTEX 1 100 100 0.0 0.0015 75 1449 -79 2264.816184493875 2279.808349609375 100 GTEX 1 100 100 0.0 0.0015 75 1449 -80 2265.422798670093 2280.146814846721 100 GTEX 1 100 100 0.0 0.0015 75 1449 -81 2264.9597200720264 2277.286508770497 100 GTEX 1 100 100 0.0 0.0015 75 1449 -82 2264.706646484169 2279.878614766516 100 GTEX 1 100 100 0.0 0.0015 75 1449 -83 2264.427372122612 2277.879579261229 100 GTEX 1 100 100 0.0 0.0015 75 1449 -84 2264.06828781165 2276.584148682569 100 GTEX 1 100 100 0.0 0.0015 75 1449 -85 2264.1350118287132 2278.201989699679 100 GTEX 1 100 100 0.0 0.0015 75 1449 -86 2264.0674237389994 2278.000346252673 100 GTEX 1 100 100 0.0 0.0015 75 1449 -87 2264.060500610261 2284.689309239841 100 GTEX 1 100 100 0.0 0.0015 75 1449 -88 2263.681373790412 2280.835778762179 100 GTEX 1 100 100 0.0 0.0015 75 1449 -89 2263.141758408732 2277.2945403472554 100 GTEX 1 100 100 0.0 0.0015 75 1449 -90 2263.0113037857245 2277.9879721289803 100 GTEX 1 100 100 0.0 0.0015 75 1449 -91 2263.697694205653 2277.296299459363 100 GTEX 1 100 100 0.0 0.0015 75 1449 -92 2263.430597811601 2279.69234846572 100 GTEX 1 100 100 0.0 0.0015 75 1449 -93 2263.1388590486195 2278.725580367752 100 GTEX 1 100 100 0.0 0.0015 75 1449 -94 2263.374386798798 2277.645362070758 100 GTEX 1 100 100 0.0 0.0015 75 1449 -95 2262.8747261251256 2276.91642128832 100 GTEX 1 100 100 0.0 0.0015 75 1449 -96 2263.434948115411 2278.442738348087 100 GTEX 1 100 100 0.0 0.0015 75 1449 -97 2262.520851032905 2279.6255616162666 100 GTEX 1 100 100 0.0 0.0015 75 1449 -98 2262.108314186161 2277.718147538914 100 GTEX 1 100 100 0.0 0.0015 75 1449 -99 2263.040485927267 2276.30360789716 100 GTEX 1 100 100 0.0 0.0015 75 1449 -0 3554.089801895111 3509.6075230587567 100 GTEX 1 100 100 0.0 0.0005 125 3573 -1 2623.722884040656 2664.611886028101 100 GTEX 1 100 100 0.0 0.0005 125 3573 -2 2515.3944569788478 2476.282514332819 100 GTEX 1 100 100 0.0 0.0005 125 3573 -3 2470.345594916057 2449.0381453481464 100 GTEX 1 100 100 0.0 0.0005 125 3573 -4 2438.099840157133 2426.1665391813212 100 GTEX 1 100 100 0.0 0.0005 125 3573 -5 2414.9673192229834 2389.916679353315 100 GTEX 1 100 100 0.0 0.0005 125 3573 -6 2399.8854553409624 2377.8110425825807 100 GTEX 1 100 100 0.0 0.0005 125 3573 -7 2386.670052262134 2369.747561378624 100 GTEX 1 100 100 0.0 0.0005 125 3573 -8 2376.218558674417 2363.7852193738117 100 GTEX 1 100 100 0.0 0.0005 125 3573 -9 2367.984533393548 2356.473535341908 100 GTEX 1 100 100 0.0 0.0005 125 3573 -10 2360.106840393769 2356.115719871376 100 GTEX 1 100 100 0.0 0.0005 125 3573 -11 2354.735368299298 2346.208397694867 100 GTEX 1 100 100 0.0 0.0005 125 3573 -12 2350.772580983408 2346.517731293073 100 GTEX 1 100 100 0.0 0.0005 125 3573 -13 2345.940675091766 2342.158379500357 100 GTEX 1 100 100 0.0 0.0005 125 3573 -14 2341.514277571721 2329.361015290815 100 GTEX 1 100 100 0.0 0.0005 125 3573 -15 2337.90158481745 2326.8239671830443 100 GTEX 1 100 100 0.0 0.0005 125 3573 -16 2335.1878214806197 2339.3806997088877 100 GTEX 1 100 100 0.0 0.0005 125 3573 -17 2333.391375190217 2329.147498069154 100 GTEX 1 100 100 0.0 0.0005 125 3573 -18 2329.170832650795 2317.9457330159817 100 GTEX 1 100 100 0.0 0.0005 125 3573 -19 2327.040910923306 2315.9892680237053 100 GTEX 1 100 100 0.0 0.0005 125 3573 -20 2325.488081904164 2312.7083856270788 100 GTEX 1 100 100 0.0 0.0005 125 3573 -21 2322.935897109903 2316.1294920018413 100 GTEX 1 100 100 0.0 0.0005 125 3573 -22 2320.4327345771826 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0.0005 125 3573 -35 2300.843920488399 2289.160509929004 100 GTEX 1 100 100 0.0 0.0005 125 3573 -36 2299.8191456950376 2293.246804821174 100 GTEX 1 100 100 0.0 0.0005 125 3573 -37 2299.3567578702664 2287.391142986573 100 GTEX 1 100 100 0.0 0.0005 125 3573 -38 2298.6983873772874 2291.2224770897697 100 GTEX 1 100 100 0.0 0.0005 125 3573 -39 2297.5402249724784 2287.500981203957 100 GTEX 1 100 100 0.0 0.0005 125 3573 -40 2295.575870664215 2285.64227550202 100 GTEX 1 100 100 0.0 0.0005 125 3573 -41 2293.9127578034218 2285.247825013367 100 GTEX 1 100 100 0.0 0.0005 125 3573 -42 2294.515058347211 2283.04833984375 100 GTEX 1 100 100 0.0 0.0005 125 3573 -43 2292.283758121345 2281.255366452293 100 GTEX 1 100 100 0.0 0.0005 125 3573 -44 2292.430601293061 2283.345559239841 100 GTEX 1 100 100 0.0 0.0005 125 3573 -45 2292.0720791476724 2282.325388397101 100 GTEX 1 100 100 0.0 0.0005 125 3573 -46 2290.5832789022065 2283.150758228375 100 GTEX 1 100 100 0.0 0.0005 125 3573 -47 2289.415580313523 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2730.7930721106877 2673.701094826818 150 GTEX 1 100 100 0.0 0.001 5 1487 -11 2696.550825993212 2646.832239651408 150 GTEX 1 100 100 0.0 0.001 5 1487 -12 2667.8333735463484 2622.890010935272 150 GTEX 1 100 100 0.0 0.001 5 1487 -13 2650.697106483583 2670.8752854495897 150 GTEX 1 100 100 0.0 0.001 5 1487 -14 2618.4796801863545 2573.1721739098152 150 GTEX 1 100 100 0.0 0.001 5 1487 -15 2604.444948184524 2564.0444758310064 150 GTEX 1 100 100 0.0 0.001 5 1487 -16 2581.948420103014 2552.1510989113 150 GTEX 1 100 100 0.0 0.001 5 1487 -17 2575.550928399721 2553.857749097701 150 GTEX 1 100 100 0.0 0.001 5 1487 -18 2562.8561265138933 2529.5359944970887 150 GTEX 1 100 100 0.0 0.001 5 1487 -19 2556.6009508719017 2518.05121476206 150 GTEX 1 100 100 0.0 0.001 5 1487 -20 2547.813545366471 2513.8252018105395 150 GTEX 1 100 100 0.0 0.001 5 1487 -21 2535.17702681333 2520.811666858513 150 GTEX 1 100 100 0.0 0.001 5 1487 -22 2531.304027853539 2505.5357698505827 150 GTEX 1 100 100 0.0 0.001 5 1487 -23 2525.5453816856416 2502.4398095888787 150 GTEX 1 100 100 0.0 0.001 5 1487 -24 2526.235031113424 2510.2310888486213 150 GTEX 1 100 100 0.0 0.001 5 1487 -25 2517.2394580867262 2494.3165027923005 150 GTEX 1 100 100 0.0 0.001 5 1487 -26 2511.346717725677 2495.7378296362585 150 GTEX 1 100 100 0.0 0.001 5 1487 -27 2507.245521501086 2482.6595185138426 150 GTEX 1 100 100 0.0 0.001 5 1487 -28 2503.77392376974 2482.240883714799 150 GTEX 1 100 100 0.0 0.001 5 1487 -29 2497.6728216477304 2475.9219487991627 150 GTEX 1 100 100 0.0 0.001 5 1487 -30 2496.8444816740052 2479.1151457231767 150 GTEX 1 100 100 0.0 0.001 5 1487 -31 2492.805624941202 2468.480707320877 150 GTEX 1 100 100 0.0 0.001 5 1487 -32 2489.034164162766 2466.574970665993 150 GTEX 1 100 100 0.0 0.001 5 1487 -33 2486.4991545725034 2466.7431464249644 150 GTEX 1 100 100 0.0 0.001 5 1487 -34 2480.554526114975 2472.0160566554778 150 GTEX 1 100 100 0.0 0.001 5 1487 -35 2479.3489331464725 2450.4709351978377 150 GTEX 1 100 100 0.0 0.001 5 1487 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2426.1051460057392 2405.7024974750475 150 GTEX 1 100 100 0.0 0.001 5 1487 -63 2425.3908589541297 2402.9198341514675 150 GTEX 1 100 100 0.0 0.001 5 1487 -64 2424.959751095706 2401.079429713492 150 GTEX 1 100 100 0.0 0.001 5 1487 -65 2422.770196982569 2405.3889610377555 150 GTEX 1 100 100 0.0 0.001 5 1487 -66 2421.507597397333 2400.2069579149834 150 GTEX 1 100 100 0.0 0.001 5 1487 -67 2420.3757780161104 2399.9625810398347 150 GTEX 1 100 100 0.0 0.001 5 1487 -68 2419.486274226837 2398.4628446745787 150 GTEX 1 100 100 0.0 0.001 5 1487 -69 2417.69902590289 2396.586358944273 150 GTEX 1 100 100 0.0 0.001 5 1487 -70 2417.223905552677 2396.0189724186075 150 GTEX 1 100 100 0.0 0.001 5 1487 -71 2416.7589547542198 2395.9535612969344 150 GTEX 1 100 100 0.0 0.001 5 1487 -72 2416.3767844675917 2392.956528580234 150 GTEX 1 100 100 0.0 0.001 5 1487 -73 2414.264520139242 2394.787648248129 150 GTEX 1 100 100 0.0 0.001 5 1487 -74 2413.1463114882613 2395.123027380881 150 GTEX 1 100 100 0.0 0.001 5 1487 -75 2412.5837087465006 2394.146525683965 150 GTEX 1 100 100 0.0 0.001 5 1487 -76 2412.068124183017 2391.851090463849 150 GTEX 1 100 100 0.0 0.001 5 1487 -77 2410.4469837298725 2393.4328172342857 150 GTEX 1 100 100 0.0 0.001 5 1487 -78 2409.8990327007627 2390.918077824233 150 GTEX 1 100 100 0.0 0.001 5 1487 -79 2409.3468500727445 2389.5078403487405 150 GTEX 1 100 100 0.0 0.001 5 1487 -80 2408.3023303966656 2390.002764915785 150 GTEX 1 100 100 0.0 0.001 5 1487 -81 2407.7100610488237 2390.226111350404 150 GTEX 1 100 100 0.0 0.001 5 1487 -82 2407.402999038189 2387.657770541231 150 GTEX 1 100 100 0.0 0.001 5 1487 -83 2406.1348050557613 2386.155934845087 150 GTEX 1 100 100 0.0 0.001 5 1487 -84 2405.2852109733976 2383.395431692609 150 GTEX 1 100 100 0.0 0.001 5 1487 -85 2404.825875099853 2383.388372036894 150 GTEX 1 100 100 0.0 0.001 5 1487 -86 2404.1748276909266 2383.122867250624 150 GTEX 1 100 100 0.0 0.001 5 1487 -87 2402.6728282496106 2382.2336815663616 150 GTEX 1 100 100 0.0 0.001 5 1487 -88 2402.8788557043545 2382.593530923241 150 GTEX 1 100 100 0.0 0.001 5 1487 -89 2401.9379619253064 2383.0853341106226 150 GTEX 1 100 100 0.0 0.001 5 1487 -90 2401.7601321840834 2381.428663130496 150 GTEX 1 100 100 0.0 0.001 5 1487 -91 2399.710693282009 2380.730028275754 150 GTEX 1 100 100 0.0 0.001 5 1487 -92 2399.5620609749662 2380.403195921459 150 GTEX 1 100 100 0.0 0.001 5 1487 -93 2398.926943361438 2378.2939202486336 150 GTEX 1 100 100 0.0 0.001 5 1487 -94 2398.174149811929 2380.5156672372564 150 GTEX 1 100 100 0.0 0.001 5 1487 -95 2397.8350317529807 2378.258958011525 150 GTEX 1 100 100 0.0 0.001 5 1487 -96 2397.1664666675188 2378.088552032587 150 GTEX 1 100 100 0.0 0.001 5 1487 -97 2396.442699780116 2375.6943461487053 150 GTEX 1 100 100 0.0 0.001 5 1487 -98 2394.920104122998 2375.37310164419 150 GTEX 1 100 100 0.0 0.001 5 1487 -99 2395.089380922093 2375.052722307213 150 GTEX 1 100 100 0.0 0.001 5 1487 -0 4040.8843041381 4335.1092487523765 150 GTEX 1 100 100 0.5 0.001 50 1830 -1 2864.279580214289 2736.711035898883 150 GTEX 1 100 100 0.5 0.001 50 1830 -2 2640.677994427188 2669.3361537918845 150 GTEX 1 100 100 0.5 0.001 50 1830 -3 2556.537864516627 2555.0473215081392 150 GTEX 1 100 100 0.5 0.001 50 1830 -4 2517.2048310960517 2521.9653343519785 150 GTEX 1 100 100 0.5 0.001 50 1830 -5 2485.754889362803 2465.311696563837 150 GTEX 1 100 100 0.5 0.001 50 1830 -6 2462.6890059507696 2486.4595148935064 150 GTEX 1 100 100 0.5 0.001 50 1830 -7 2445.047557211481 2406.1632748447896 150 GTEX 1 100 100 0.5 0.001 50 1830 -8 2431.563995196926 2400.784029304301 150 GTEX 1 100 100 0.5 0.001 50 1830 -9 2419.757414066213 2414.7776380183577 150 GTEX 1 100 100 0.5 0.001 50 1830 -10 2412.455610659478 2388.44032989618 150 GTEX 1 100 100 0.5 0.001 50 1830 -11 2404.9635359330027 2386.8680675201995 150 GTEX 1 100 100 0.5 0.001 50 1830 -12 2398.6989664343905 2372.770049236573 150 GTEX 1 100 100 0.5 0.001 50 1830 -13 2393.824756725872 2367.0811048152327 150 GTEX 1 100 100 0.5 0.001 50 1830 -14 2386.695078752179 2366.658615286359 150 GTEX 1 100 100 0.5 0.001 50 1830 -15 2382.8822931950713 2358.6824361706867 150 GTEX 1 100 100 0.5 0.001 50 1830 -16 2380.90932776561 2352.3214273779113 150 GTEX 1 100 100 0.5 0.001 50 1830 -17 2374.368934393609 2358.222765324233 150 GTEX 1 100 100 0.5 0.001 50 1830 -18 2369.527471867738 2340.621247382219 150 GTEX 1 100 100 0.5 0.001 50 1830 -19 2364.915157251629 2341.009124639823 150 GTEX 1 100 100 0.5 0.001 50 1830 -20 2362.1204936236154 2334.6896773073613 150 GTEX 1 100 100 0.5 0.001 50 1830 -21 2358.1303276141794 2330.0281611105333 150 GTEX 1 100 100 0.5 0.001 50 1830 -22 2355.681027630107 2328.94146101919 150 GTEX 1 100 100 0.5 0.001 50 1830 -23 2353.171445697266 2324.725144534963 150 GTEX 1 100 100 0.5 0.001 50 1830 -24 2350.171443943641 2324.4025888189162 150 GTEX 1 100 100 0.5 0.001 50 1830 -25 2346.84493777109 2321.313331749049 150 GTEX 1 100 100 0.5 0.001 50 1830 -26 2344.9067973629203 2317.3108030834123 150 GTEX 1 100 100 0.5 0.001 50 1830 -27 2342.4449056075546 2316.137541680281 150 GTEX 1 100 100 0.5 0.001 50 1830 -28 2340.2362744847237 2315.3622443485624 150 GTEX 1 100 100 0.5 0.001 50 1830 -29 2339.2153751755686 2317.395820646685 150 GTEX 1 100 100 0.5 0.001 50 1830 -30 2335.98552202511 2321.681882909042 150 GTEX 1 100 100 0.5 0.001 50 1830 -31 2334.5150427709 2309.5537095450627 150 GTEX 1 100 100 0.5 0.001 50 1830 -32 2332.965888626487 2307.680114049875 150 GTEX 1 100 100 0.5 0.001 50 1830 -33 2331.9353848194714 2306.958528583947 150 GTEX 1 100 100 0.5 0.001 50 1830 -34 2328.539600630603 2304.538159272517 150 GTEX 1 100 100 0.5 0.001 50 1830 -35 2326.855748014691 2302.6441511146922 150 GTEX 1 100 100 0.5 0.001 50 1830 -36 2327.002953155121 2303.764081715631 150 GTEX 1 100 100 0.5 0.001 50 1830 -37 2325.325792602139 2305.1668650115853 150 GTEX 1 100 100 0.5 0.001 50 1830 -38 2323.2303482914745 2302.1737362241565 150 GTEX 1 100 100 0.5 0.001 50 1830 -39 2322.4765809130568 2295.419266037161 150 GTEX 1 100 100 0.5 0.001 50 1830 -40 2320.58368086903 2297.0411052051154 150 GTEX 1 100 100 0.5 0.001 50 1830 -41 2318.2343915562783 2297.865411678648 150 GTEX 1 100 100 0.5 0.001 50 1830 -42 2317.9419592090453 2295.121064508823 150 GTEX 1 100 100 0.5 0.001 50 1830 -43 2317.0564131438073 2296.4076382597136 150 GTEX 1 100 100 0.5 0.001 50 1830 -44 2315.525073399498 2299.135928774061 150 GTEX 1 100 100 0.5 0.001 50 1830 -45 2314.474448041552 2290.7485462957457 150 GTEX 1 100 100 0.5 0.001 50 1830 -46 2312.955296090201 2287.727925231701 150 GTEX 1 100 100 0.5 0.001 50 1830 -47 2312.110311203349 2288.0272356040578 150 GTEX 1 100 100 0.5 0.001 50 1830 -48 2310.981159265409 2287.748652585106 150 GTEX 1 100 100 0.5 0.001 50 1830 -49 2309.5703889889714 2289.137434926776 150 GTEX 1 100 100 0.5 0.001 50 1830 -50 2309.795429987679 2284.623523088463 150 GTEX 1 100 100 0.5 0.001 50 1830 -51 2308.5215072752717 2284.039907245128 150 GTEX 1 100 100 0.5 0.001 50 1830 -52 2307.0957348965485 2283.056622523319 150 GTEX 1 100 100 0.5 0.001 50 1830 -53 2306.4375126622 2281.7225119006953 150 GTEX 1 100 100 0.5 0.001 50 1830 -54 2305.209781165207 2283.4604728901795 150 GTEX 1 100 100 0.5 0.001 50 1830 -55 2304.369960160748 2278.767744753297 150 GTEX 1 100 100 0.5 0.001 50 1830 -56 2302.9486824245982 2280.391629875386 150 GTEX 1 100 100 0.5 0.001 50 1830 -57 2303.260873219349 2279.2708085788972 150 GTEX 1 100 100 0.5 0.001 50 1830 -58 2301.870020944465 2276.392250438153 150 GTEX 1 100 100 0.5 0.001 50 1830 -59 2301.044276824884 2278.021466273319 150 GTEX 1 100 100 0.5 0.001 50 1830 -60 2300.678704361409 2278.9020272026496 150 GTEX 1 100 100 0.5 0.001 50 1830 -61 2299.3546787937703 2274.883579732801 150 GTEX 1 100 100 0.5 0.001 50 1830 -62 2299.018624935632 2277.368005788825 150 GTEX 1 100 100 0.5 0.001 50 1830 -63 2298.299529471619 2275.7343852112053 150 GTEX 1 100 100 0.5 0.001 50 1830 -64 2297.0815200684783 2274.4137417753386 150 GTEX 1 100 100 0.5 0.001 50 1830 -65 2296.430387737709 2273.263191948372 150 GTEX 1 100 100 0.5 0.001 50 1830 -66 2296.215345467108 2272.835220859078 150 GTEX 1 100 100 0.5 0.001 50 1830 -67 2294.8875606186702 2272.7198607006 150 GTEX 1 100 100 0.5 0.001 50 1830 -68 2295.0467775191128 2270.36065418548 150 GTEX 1 100 100 0.5 0.001 50 1830 -69 2294.2248693498223 2270.2829371695284 150 GTEX 1 100 100 0.5 0.001 50 1830 -70 2293.265722274579 2271.072656899804 150 GTEX 1 100 100 0.5 0.001 50 1830 -71 2293.5938655586924 2270.939887101206 150 GTEX 1 100 100 0.5 0.001 50 1830 -72 2292.0130238334064 2270.216957005258 150 GTEX 1 100 100 0.5 0.001 50 1830 -73 2291.824506576504 2268.085015242544 150 GTEX 1 100 100 0.5 0.001 50 1830 -74 2291.307632170673 2269.5663217754873 150 GTEX 1 100 100 0.5 0.001 50 1830 -75 2290.688694734011 2268.885319814936 150 GTEX 1 100 100 0.5 0.001 50 1830 -76 2290.859214027593 2267.7168664968517 150 GTEX 1 100 100 0.5 0.001 50 1830 -77 2289.801229816814 2266.991232288201 150 GTEX 1 100 100 0.5 0.001 50 1830 -78 2289.153028334032 2267.9534294795626 150 GTEX 1 100 100 0.5 0.001 50 1830 -79 2289.194614815362 2265.4465967910824 150 GTEX 1 100 100 0.5 0.001 50 1830 -80 2288.527543044259 2265.0609191198314 150 GTEX 1 100 100 0.5 0.001 50 1830 -81 2288.20919099322 2263.7682186460315 150 GTEX 1 100 100 0.5 0.001 50 1830 -82 2287.3250811463918 2264.057059748545 150 GTEX 1 100 100 0.5 0.001 50 1830 -83 2287.190513087815 2263.92204023586 150 GTEX 1 100 100 0.5 0.001 50 1830 -84 2286.0842994084715 2264.005524261823 150 GTEX 1 100 100 0.5 0.001 50 1830 -85 2285.9952857933317 2266.2619605698965 150 GTEX 1 100 100 0.5 0.001 50 1830 -86 2285.520502422684 2263.4211625363887 150 GTEX 1 100 100 0.5 0.001 50 1830 -87 2285.0511146707395 2266.048005658864 150 GTEX 1 100 100 0.5 0.001 50 1830 -88 2285.2439828503784 2261.444921225196 150 GTEX 1 100 100 0.5 0.001 50 1830 -89 2284.2676727949306 2261.6620369682746 150 GTEX 1 100 100 0.5 0.001 50 1830 -90 2284.171951643704 2262.54728066332 150 GTEX 1 100 100 0.5 0.001 50 1830 -91 2283.367784712273 2263.685906587898 150 GTEX 1 100 100 0.5 0.001 50 1830 -92 2283.8938590960706 2261.023050402507 150 GTEX 1 100 100 0.5 0.001 50 1830 -93 2282.9591531097744 2260.498850775309 150 GTEX 1 100 100 0.5 0.001 50 1830 -94 2282.6645081140205 2260.176082944689 150 GTEX 1 100 100 0.5 0.001 50 1830 -95 2282.1686590591 2261.7988146647754 150 GTEX 1 100 100 0.5 0.001 50 1830 -96 2282.745625764374 2260.2739777655656 150 GTEX 1 100 100 0.5 0.001 50 1830 -97 2281.619196276787 2260.0746174511346 150 GTEX 1 100 100 0.5 0.001 50 1830 -98 2281.004450518289 2258.6023715059114 150 GTEX 1 100 100 0.5 0.001 50 1830 -99 2280.3574967392897 2259.2311593987642 150 GTEX 1 100 100 0.5 0.001 50 1830 -0 3499.1776414844817 3381.8715356166826 150 GTEX 1 50 100 0.5 0.001 100 2232 -1 2593.044109869522 2662.583406049489 150 GTEX 1 50 100 0.5 0.001 100 2232 -2 2499.723484063886 2513.747213733513 150 GTEX 1 50 100 0.5 0.001 100 2232 -3 2451.01674120774 2508.351526760783 150 GTEX 1 50 100 0.5 0.001 100 2232 -4 2425.583018308458 2415.573387929242 150 GTEX 1 50 100 0.5 0.001 100 2232 -5 2405.459222635825 2395.943234983959 150 GTEX 1 50 100 0.5 0.001 100 2232 -6 2392.0294050581538 2390.869119738445 150 GTEX 1 50 100 0.5 0.001 100 2232 -7 2381.3734731346804 2368.725739105573 150 GTEX 1 50 100 0.5 0.001 100 2232 -8 2372.613102096633 2359.6431573788027 150 GTEX 1 50 100 0.5 0.001 100 2232 -9 2364.57474996926 2356.7564339873456 150 GTEX 1 50 100 0.5 0.001 100 2232 -10 2357.0972984848268 2353.207186274655 150 GTEX 1 50 100 0.5 0.001 100 2232 -11 2354.4950434063308 2347.5676733676924 150 GTEX 1 50 100 0.5 0.001 100 2232 -12 2347.8176326266157 2350.940224535112 150 GTEX 1 50 100 0.5 0.001 100 2232 -13 2343.518314930936 2342.0652468141047 150 GTEX 1 50 100 0.5 0.001 100 2232 -14 2340.337502016668 2332.5536589531844 150 GTEX 1 50 100 0.5 0.001 100 2232 -15 2338.153904269436 2328.5627566725584 150 GTEX 1 50 100 0.5 0.001 100 2232 -16 2333.872230098632 2326.696715612375 150 GTEX 1 50 100 0.5 0.001 100 2232 -17 2331.6041045591346 2339.804080861603 150 GTEX 1 50 100 0.5 0.001 100 2232 -18 2328.831885260766 2317.9389147160173 150 GTEX 1 50 100 0.5 0.001 100 2232 -19 2326.0331334700063 2318.9758407534755 150 GTEX 1 50 100 0.5 0.001 100 2232 -20 2323.391962190207 2312.179433612316 150 GTEX 1 50 100 0.5 0.001 100 2232 -21 2321.37103613828 2313.8166243984674 150 GTEX 1 50 100 0.5 0.001 100 2232 -22 2319.606487708949 2320.142744289152 150 GTEX 1 50 100 0.5 0.001 100 2232 -23 2318.0722939150887 2307.941259115821 150 GTEX 1 50 100 0.5 0.001 100 2232 -24 2315.7128512716044 2311.0401685591432 150 GTEX 1 50 100 0.5 0.001 100 2232 -25 2313.8139202036928 2305.116194228256 150 GTEX 1 50 100 0.5 0.001 100 2232 -26 2313.031351400754 2305.4374865397754 150 GTEX 1 50 100 0.5 0.001 100 2232 -27 2311.5158177697444 2303.599787142793 150 GTEX 1 50 100 0.5 0.001 100 2232 -28 2310.257871452727 2304.4411342606345 150 GTEX 1 50 100 0.5 0.001 100 2232 -29 2307.594034345044 2301.795971772517 150 GTEX 1 50 100 0.5 0.001 100 2232 -30 2306.4650810566477 2297.9773148801387 150 GTEX 1 50 100 0.5 0.001 100 2232 -31 2305.803692679175 2296.417447978553 150 GTEX 1 50 100 0.5 0.001 100 2232 -32 2304.047057866924 2299.8406759631953 150 GTEX 1 50 100 0.5 0.001 100 2232 -33 2302.8467853175835 2294.6202364729384 150 GTEX 1 50 100 0.5 0.001 100 2232 -34 2301.794400120154 2294.863278465126 150 GTEX 1 50 100 0.5 0.001 100 2232 -35 2300.1619007452696 2292.576441543637 150 GTEX 1 50 100 0.5 0.001 100 2232 -36 2299.7281936028194 2291.27293204536 150 GTEX 1 50 100 0.5 0.001 100 2232 -37 2298.365039903208 2291.333427864336 150 GTEX 1 50 100 0.5 0.001 100 2232 -38 2297.2234128615773 2294.744024588581 150 GTEX 1 50 100 0.5 0.001 100 2232 -39 2296.364301034185 2296.627722678529 150 GTEX 1 50 100 0.5 0.001 100 2232 -40 2295.9099953291698 2290.3793026304065 150 GTEX 1 50 100 0.5 0.001 100 2232 -41 2294.453003071525 2288.248390342799 150 GTEX 1 50 100 0.5 0.001 100 2232 -42 2295.1418280379376 2286.693339880881 150 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2331.707322067981 2293.7295244456245 150 GTEX 1 50 100 0.0 0.0015 25 7581 -43 2330.616767378005 2288.8154515023466 150 GTEX 1 50 100 0.0 0.0015 25 7581 -44 2329.1222986189277 2287.2278245120897 150 GTEX 1 50 100 0.0 0.0015 25 7581 -45 2328.014371029588 2293.0148463956307 150 GTEX 1 50 100 0.0 0.0015 25 7581 -46 2326.737043113785 2285.4838535323347 150 GTEX 1 50 100 0.0 0.0015 25 7581 -47 2325.1591607844603 2289.7212081154944 150 GTEX 1 50 100 0.0 0.0015 25 7581 -48 2324.7607866212484 2283.655841783879 150 GTEX 1 50 100 0.0 0.0015 25 7581 -49 2323.788875223226 2285.6579510938986 150 GTEX 1 50 100 0.0 0.0015 25 7581 -0 3914.075239514151 3265.8093359189343 50 GTEX 1 100 100 0.0 0.0025 5 5580 -1 2731.1315568533287 2609.910253720592 50 GTEX 1 100 100 0.0 0.0025 5 5580 -2 2582.0810969292183 2548.729399358365 50 GTEX 1 100 100 0.0 0.0025 5 5580 -3 2536.757317230041 2490.3389980765805 50 GTEX 1 100 100 0.0 0.0025 5 5580 -4 2504.0982963487063 2469.343618646774 50 GTEX 1 100 100 0.0 0.0025 5 5580 -5 2486.956971652558 2468.437005684856 50 GTEX 1 100 100 0.0 0.0025 5 5580 -6 2468.8526318756517 2450.325911953422 50 GTEX 1 100 100 0.0 0.0025 5 5580 -7 2456.16126144601 2430.9304366311194 50 GTEX 1 100 100 0.0 0.0025 5 5580 -8 2448.884530794058 2430.0006317022635 50 GTEX 1 100 100 0.0 0.0025 5 5580 -9 2440.0956005379708 2416.962836319956 50 GTEX 1 100 100 0.0 0.0025 5 5580 -10 2432.493731153695 2409.6351476168907 50 GTEX 1 100 100 0.0 0.0025 5 5580 -11 2425.170320411941 2410.358065180905 50 GTEX 1 100 100 0.0 0.0025 5 5580 -12 2421.158648880857 2396.8827744400546 50 GTEX 1 100 100 0.0 0.0025 5 5580 -13 2416.6443557844023 2390.9050005198433 50 GTEX 1 100 100 0.0 0.0025 5 5580 -14 2413.9518057328664 2389.836283752673 50 GTEX 1 100 100 0.0 0.0025 5 5580 -15 2410.7244856929005 2390.9316359835434 50 GTEX 1 100 100 0.0 0.0025 5 5580 -16 2406.9506951986177 2383.1499961011764 50 GTEX 1 100 100 0.0 0.0025 5 5580 -17 2404.646514779753 2381.5666397152745 50 GTEX 1 100 100 0.0 0.0025 5 5580 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2381.739474823524 2357.4143326327826 50 GTEX 1 100 100 0.0 0.0025 5 5580 -32 2379.377743571213 2356.838770181054 50 GTEX 1 100 100 0.0 0.0025 5 5580 -33 2378.635860918189 2355.3319463113417 50 GTEX 1 100 100 0.0 0.0025 5 5580 -34 2376.811482691521 2355.6036632233245 50 GTEX 1 100 100 0.0 0.0025 5 5580 -35 2375.850655205665 2352.6184286255348 50 GTEX 1 100 100 0.0 0.0025 5 5580 -36 2374.797102016998 2353.6783563302038 50 GTEX 1 100 100 0.0 0.0025 5 5580 -37 2374.283044989338 2352.603363849364 50 GTEX 1 100 100 0.0 0.0025 5 5580 -38 2373.586080575123 2350.6953422053234 50 GTEX 1 100 100 0.0 0.0025 5 5580 -39 2372.3040237531523 2350.651966863712 50 GTEX 1 100 100 0.0 0.0025 5 5580 -40 2371.895852477067 2349.209454090423 50 GTEX 1 100 100 0.0 0.0025 5 5580 -41 2371.1470654694017 2348.3027144167363 50 GTEX 1 100 100 0.0 0.0025 5 5580 -42 2371.61998984342 2348.868828719107 50 GTEX 1 100 100 0.0 0.0025 5 5580 -43 2370.2295141851714 2346.971941465661 50 GTEX 1 100 100 0.0 0.0025 5 5580 -44 2369.65554555875 2347.446609323016 50 GTEX 1 100 100 0.0 0.0025 5 5580 -45 2369.203125928389 2346.0916766612704 50 GTEX 1 100 100 0.0 0.0025 5 5580 -46 2368.9966566634425 2345.169112404943 50 GTEX 1 100 100 0.0 0.0025 5 5580 -47 2368.151164643878 2346.446359148497 50 GTEX 1 100 100 0.0 0.0025 5 5580 -48 2367.670612390409 2345.901877283597 50 GTEX 1 100 100 0.0 0.0025 5 5580 -49 2367.665676556558 2344.6465159369063 50 GTEX 1 100 100 0.0 0.0025 5 5580 -50 2366.8865514593867 2345.7016508733363 50 GTEX 1 100 100 0.0 0.0025 5 5580 -51 2366.581514988125 2346.8144870076344 50 GTEX 1 100 100 0.0 0.0025 5 5580 -52 2366.155436163532 2343.8353155447962 50 GTEX 1 100 100 0.0 0.0025 5 5580 -53 2366.848843376375 2344.360037335878 50 GTEX 1 100 100 0.0 0.0025 5 5580 -54 2366.378034337617 2343.2360018305903 50 GTEX 1 100 100 0.0 0.0025 5 5580 -55 2365.6670084343145 2343.176053703511 50 GTEX 1 100 100 0.0 0.0025 5 5580 -56 2365.3474803975737 2343.279745239722 50 GTEX 1 100 100 0.0 0.0025 5 5580 -57 2365.4624232840893 2342.90841988103 50 GTEX 1 100 100 0.0 0.0025 5 5580 -58 2364.7010141003784 2346.402159948313 50 GTEX 1 100 100 0.0 0.0025 5 5580 -59 2365.0600471694024 2344.103491489425 50 GTEX 1 100 100 0.0 0.0025 5 5580 -60 2365.4254062838345 2342.154702074174 50 GTEX 1 100 100 0.0 0.0025 5 5580 -61 2364.6783736742605 2341.296791917924 50 GTEX 1 100 100 0.0 0.0025 5 5580 -62 2364.392161664986 2341.498510092384 50 GTEX 1 100 100 0.0 0.0025 5 5580 -63 2363.995201361473 2342.4229578518593 50 GTEX 1 100 100 0.0 0.0025 5 5580 -64 2364.528271881519 2342.2319136354863 50 GTEX 1 100 100 0.0 0.0025 5 5580 -65 2364.5513169822643 2342.2627486892525 50 GTEX 1 100 100 0.0 0.0025 5 5580 -66 2363.828547675065 2342.184105238534 50 GTEX 1 100 100 0.0 0.0025 5 5580 -67 2363.819669512971 2340.83420438005 50 GTEX 1 100 100 0.0 0.0025 5 5580 -68 2363.5788139423044 2342.339231077709 50 GTEX 1 100 100 0.0 0.0025 5 5580 -69 2363.6318006329143 2340.968394000268 50 GTEX 1 100 100 0.0 0.0025 5 5580 -70 2363.69580078125 2341.254304486989 50 GTEX 1 100 100 0.0 0.0025 5 5580 -71 2363.2982805815595 2341.3971522806264 50 GTEX 1 100 100 0.0 0.0025 5 5580 -72 2363.512544449221 2339.474601020378 50 GTEX 1 100 100 0.0 0.0025 5 5580 -73 2363.461023143923 2341.374764213997 50 GTEX 1 100 100 0.0 0.0025 5 5580 -74 2363.1790375242613 2340.702574987375 50 GTEX 1 100 100 0.0 0.0025 5 5580 -75 2362.847634664947 2341.5011404059233 50 GTEX 1 100 100 0.0 0.0025 5 5580 -76 2363.3012731932304 2341.479824051657 50 GTEX 1 100 100 0.0 0.0025 5 5580 -77 2362.551593745461 2340.900807891962 50 GTEX 1 100 100 0.0 0.0025 5 5580 -78 2363.229273577584 2342.289043005881 50 GTEX 1 100 100 0.0 0.0025 5 5580 -79 2362.537660270957 2341.013961966047 50 GTEX 1 100 100 0.0 0.0025 5 5580 -80 2363.5301133934813 2340.119019947125 50 GTEX 1 100 100 0.0 0.0025 5 5580 -81 2362.3451993448048 2340.390529850137 50 GTEX 1 100 100 0.0 0.0025 5 5580 -82 2362.6226829979305 2339.9877966819154 50 GTEX 1 100 100 0.0 0.0025 5 5580 -83 2363.318144478641 2340.422630629159 50 GTEX 1 100 100 0.0 0.0025 5 5580 -84 2362.5890471145244 2339.309921670776 50 GTEX 1 100 100 0.0 0.0025 5 5580 -85 2362.462706700743 2339.4802738088165 50 GTEX 1 100 100 0.0 0.0025 5 5580 -86 2362.542861417869 2339.718593118762 50 GTEX 1 100 100 0.0 0.0025 5 5580 -87 2362.822471907968 2340.4260987256416 50 GTEX 1 100 100 0.0 0.0025 5 5580 -88 2361.93265205368 2343.07270238608 50 GTEX 1 100 100 0.0 0.0025 5 5580 -89 2361.876414607568 2340.319642273645 50 GTEX 1 100 100 0.0 0.0025 5 5580 -90 2361.891288024767 2340.884509416588 50 GTEX 1 100 100 0.0 0.0025 5 5580 -91 2361.832350203338 2341.486157319392 50 GTEX 1 100 100 0.0 0.0025 5 5580 -92 2361.349031014189 2339.518804862019 50 GTEX 1 100 100 0.0 0.0025 5 5580 -93 2362.2160127727816 2338.317398593453 50 GTEX 1 100 100 0.0 0.0025 5 5580 -94 2361.7892262317873 2338.9121432576344 50 GTEX 1 100 100 0.0 0.0025 5 5580 -95 2361.5803233229567 2339.204648326105 50 GTEX 1 100 100 0.0 0.0025 5 5580 -96 2362.1445870565185 2340.2956092747445 50 GTEX 1 100 100 0.0 0.0025 5 5580 -97 2361.9224493635793 2340.355593141041 50 GTEX 1 100 100 0.0 0.0025 5 5580 -98 2360.803358974761 2338.433991522844 50 GTEX 1 100 100 0.0 0.0025 5 5580 -99 2362.1440886661394 2339.745729859791 50 GTEX 1 100 100 0.0 0.0025 5 5580 -0 4616.691921196657 4393.046065529943 150 GTEX 1 50 100 1.0 0.0005 50 8491 -1 3424.782390371653 3470.276508751931 150 GTEX 1 50 100 1.0 0.0005 50 8491 -2 2955.168962694013 3116.910916520615 150 GTEX 1 50 100 1.0 0.0005 50 8491 -3 2748.950199877081 2631.357985347849 150 GTEX 1 50 100 1.0 0.0005 50 8491 -4 2652.816277074929 2796.666793533151 150 GTEX 1 50 100 1.0 0.0005 50 8491 -5 2593.480458254042 2687.3487261057808 150 GTEX 1 50 100 1.0 0.0005 50 8491 -6 2559.539444841703 2647.223922903547 150 GTEX 1 50 100 1.0 0.0005 50 8491 -7 2534.415234101641 2568.6750260849867 150 GTEX 1 50 100 1.0 0.0005 50 8491 -8 2518.997841700941 2503.642966150784 150 GTEX 1 50 100 1.0 0.0005 50 8491 -9 2498.4801927604613 2514.614132029022 150 GTEX 1 50 100 1.0 0.0005 50 8491 -10 2487.411329837363 2582.3444295092677 150 GTEX 1 50 100 1.0 0.0005 50 8491 -11 2471.21098796828 2503.916274154141 150 GTEX 1 50 100 1.0 0.0005 50 8491 -12 2459.9126049802107 2455.733050792389 150 GTEX 1 50 100 1.0 0.0005 50 8491 -13 2451.80311274526 2449.169028858721 150 GTEX 1 50 100 1.0 0.0005 50 8491 -14 2444.065164477593 2443.42963273081 150 GTEX 1 50 100 1.0 0.0005 50 8491 -15 2436.51391849133 2438.054010775606 150 GTEX 1 50 100 1.0 0.0005 50 8491 -16 2430.265230511869 2433.341047279735 150 GTEX 1 50 100 1.0 0.0005 50 8491 -17 2423.7953361171953 2418.3865298427104 150 GTEX 1 50 100 1.0 0.0005 50 8491 -18 2417.046968509444 2414.0708286299905 150 GTEX 1 50 100 1.0 0.0005 50 8491 -19 2413.252579839426 2421.092540900517 150 GTEX 1 50 100 1.0 0.0005 50 8491 -20 2410.0881404649044 2401.722354091165 150 GTEX 1 50 100 1.0 0.0005 50 8491 -21 2405.4018725408 2402.1835946782912 150 GTEX 1 50 100 1.0 0.0005 50 8491 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0.0005 50 8491 -35 2363.677314253005 2354.875143885159 150 GTEX 1 50 100 1.0 0.0005 50 8491 -36 2359.5704447954904 2360.3944347076995 150 GTEX 1 50 100 1.0 0.0005 50 8491 -37 2358.1098482464995 2359.0572036337035 150 GTEX 1 50 100 1.0 0.0005 50 8491 -38 2355.815767466512 2365.4010213989723 150 GTEX 1 50 100 1.0 0.0005 50 8491 -39 2354.758493525206 2355.596797580501 150 GTEX 1 50 100 1.0 0.0005 50 8491 -40 2353.7366194845417 2356.498568110593 150 GTEX 1 50 100 1.0 0.0005 50 8491 -41 2351.268087191857 2352.739578073016 150 GTEX 1 50 100 1.0 0.0005 50 8491 -42 2348.853930357179 2346.5638311697962 150 GTEX 1 50 100 1.0 0.0005 50 8491 -43 2347.351886301594 2358.002979351087 150 GTEX 1 50 100 1.0 0.0005 50 8491 -44 2347.1298809299324 2345.925279508525 150 GTEX 1 50 100 1.0 0.0005 50 8491 -45 2345.7172538231075 2356.89564519962 150 GTEX 1 50 100 1.0 0.0005 50 8491 -46 2343.821327616449 2345.479061460314 150 GTEX 1 50 100 1.0 0.0005 50 8491 -47 2341.427523553239 2339.662159038587 150 GTEX 1 50 100 1.0 0.0005 50 8491 -48 2339.5716920092905 2336.612179368168 150 GTEX 1 50 100 1.0 0.0005 50 8491 -49 2338.367012060191 2337.2218156821828 150 GTEX 1 50 100 1.0 0.0005 50 8491 -0 2713.0974607982416 2602.7071514637296 50 GTEX 1 100 100 0.5 0.0025 75 5168 -1 2405.290436413165 2383.8589846534874 50 GTEX 1 100 100 0.5 0.0025 75 5168 -2 2364.9664018710964 2380.6202508614538 50 GTEX 1 100 100 0.5 0.0025 75 5168 -3 2343.990858304257 2331.39010237197 50 GTEX 1 100 100 0.5 0.0025 75 5168 -4 2331.917963231241 2324.709429954848 50 GTEX 1 100 100 0.5 0.0025 75 5168 -5 2323.581850781415 2319.0132258310064 50 GTEX 1 100 100 0.5 0.0025 75 5168 -6 2316.292368829924 2311.8252008822487 50 GTEX 1 100 100 0.5 0.0025 75 5168 -7 2312.0859809279928 2311.443904746168 50 GTEX 1 100 100 0.5 0.0025 75 5168 -8 2308.113596747666 2300.984115078422 50 GTEX 1 100 100 0.5 0.0025 75 5168 -9 2303.8856160039068 2305.936099208353 50 GTEX 1 100 100 0.5 0.0025 75 5168 -10 2300.470939812721 2295.8213693597017 50 GTEX 1 100 100 0.5 0.0025 75 5168 -11 2298.210705093185 2296.382767477869 50 GTEX 1 100 100 0.5 0.0025 75 5168 -12 2295.941786967022 2297.0019990754213 50 GTEX 1 100 100 0.5 0.0025 75 5168 -13 2294.550778413254 2290.760888393388 50 GTEX 1 100 100 0.5 0.0025 75 5168 -14 2292.1725744124733 2298.7024533812078 50 GTEX 1 100 100 0.5 0.0025 75 5168 -15 2291.6112740205285 2287.7405908388787 50 GTEX 1 100 100 0.5 0.0025 75 5168 -16 2289.4939697239843 2284.880163620633 50 GTEX 1 100 100 0.5 0.0025 75 5168 -17 2288.351038217872 2284.959690804717 50 GTEX 1 100 100 0.5 0.0025 75 5168 -18 2286.552351878565 2284.0730356426748 50 GTEX 1 100 100 0.5 0.0025 75 5168 -19 2285.2592820372743 2293.506938513694 50 GTEX 1 100 100 0.5 0.0025 75 5168 -20 2284.847363833126 2304.1217932175323 50 GTEX 1 100 100 0.5 0.0025 75 5168 -21 2283.979847966951 2278.3557138189162 50 GTEX 1 100 100 0.5 0.0025 75 5168 -22 2283.015578683684 2280.767271324709 50 GTEX 1 100 100 0.5 0.0025 75 5168 -23 2282.529413774699 2281.5391632196115 50 GTEX 1 100 100 0.5 0.0025 75 5168 -24 2281.7995944072995 2278.2462770875422 50 GTEX 1 100 100 0.5 0.0025 75 5168 -25 2280.983532770289 2278.3627507314936 50 GTEX 1 100 100 0.5 0.0025 75 5168 -26 2281.025700423387 2277.014674893804 50 GTEX 1 100 100 0.5 0.0025 75 5168 -27 2280.57689668924 2275.849253375268 50 GTEX 1 100 100 0.5 0.0025 75 5168 -28 2279.320117538225 2291.025321003149 50 GTEX 1 100 100 0.5 0.0025 75 5168 -29 2278.578801744299 2274.807260259476 50 GTEX 1 100 100 0.5 0.0025 75 5168 -30 2278.343524169277 2278.2200769924843 50 GTEX 1 100 100 0.5 0.0025 75 5168 -31 2277.633595338577 2276.9229137580205 50 GTEX 1 100 100 0.5 0.0025 75 5168 -32 2278.7551912183026 2275.3281844106464 50 GTEX 1 100 100 0.5 0.0025 75 5168 -33 2276.4892823632417 2275.3439662918845 50 GTEX 1 100 100 0.5 0.0025 75 5168 -34 2277.217316876221 2280.705016393625 50 GTEX 1 100 100 0.5 0.0025 75 5168 -35 2276.680802495676 2280.77772899091 50 GTEX 1 100 100 0.5 0.0025 75 5168 -36 2276.5845744696217 2271.663004712007 50 GTEX 1 100 100 0.5 0.0025 75 5168 -37 2275.202161924935 2274.0247876997682 50 GTEX 1 100 100 0.5 0.0025 75 5168 -38 2275.302570823733 2269.970173534785 50 GTEX 1 100 100 0.5 0.0025 75 5168 -39 2274.6453511725767 2271.349422324293 50 GTEX 1 100 100 0.5 0.0025 75 5168 -40 2275.455791953298 2269.425031654735 50 GTEX 1 100 100 0.5 0.0025 75 5168 -41 2274.446999538281 2271.2179711635576 50 GTEX 1 100 100 0.5 0.0025 75 5168 -42 2274.2355365956664 2271.476356883466 50 GTEX 1 100 100 0.5 0.0025 75 5168 -43 2274.029917683837 2272.446143320758 50 GTEX 1 100 100 0.5 0.0025 75 5168 -44 2274.6638832692674 2271.64788052519 50 GTEX 1 100 100 0.5 0.0025 75 5168 -45 2273.104971984302 2269.994724984405 50 GTEX 1 100 100 0.5 0.0025 75 5168 -46 2273.4349693136355 2273.305339624673 50 GTEX 1 100 100 0.5 0.0025 75 5168 -47 2273.743896278066 2278.5889201001073 50 GTEX 1 100 100 0.5 0.0025 75 5168 -48 2273.652008291961 2272.0291251411004 50 GTEX 1 100 100 0.5 0.0025 75 5168 -49 2272.6116437773976 2272.798276255793 50 GTEX 1 100 100 0.5 0.0025 75 5168 -50 2273.288541725121 2273.047386488534 50 GTEX 1 100 100 0.5 0.0025 75 5168 -51 2273.781933629854 2281.1738620076344 50 GTEX 1 100 100 0.5 0.0025 75 5168 -52 2273.070742963221 2273.656520596929 50 GTEX 1 100 100 0.5 0.0025 75 5168 -53 2272.623046385017 2270.6977970717976 50 GTEX 1 100 100 0.5 0.0025 75 5168 -54 2272.268906340776 2271.493507530299 50 GTEX 1 100 100 0.5 0.0025 75 5168 -55 2272.682071126904 2278.322424362821 50 GTEX 1 100 100 0.5 0.0025 75 5168 -56 2271.6980089296617 2269.878695992009 50 GTEX 1 100 100 0.5 0.0025 75 5168 -57 2273.2587231468524 2269.88510259476 50 GTEX 1 100 100 0.5 0.0025 75 5168 -58 2271.62164351126 2272.520226540221 50 GTEX 1 100 100 0.5 0.0025 75 5168 -59 2272.2487765890723 2266.669674949501 50 GTEX 1 100 100 0.5 0.0025 75 5168 -60 2272.463496450664 2270.4458207395137 50 GTEX 1 100 100 0.5 0.0025 75 5168 -61 2272.4361610303804 2271.249575770853 50 GTEX 1 100 100 0.5 0.0025 75 5168 -62 2272.960425905861 2273.415533377644 50 GTEX 1 100 100 0.5 0.0025 75 5168 -63 2271.7142368670034 2268.5888481575275 50 GTEX 1 100 100 0.5 0.0025 75 5168 -64 2271.4561150070226 2268.935234969107 50 GTEX 1 100 100 0.5 0.0025 75 5168 -65 2272.1869164814707 2269.617353200006 50 GTEX 1 100 100 0.5 0.0025 75 5168 -66 2271.588459753494 2274.6373202827945 50 GTEX 1 100 100 0.5 0.0025 75 5168 -67 2271.544351147613 2272.296764997475 50 GTEX 1 100 100 0.5 0.0025 75 5168 -68 2271.436769486481 2267.0381235332998 50 GTEX 1 100 100 0.5 0.0025 75 5168 -69 2271.927583872762 2272.6696354971186 50 GTEX 1 100 100 0.5 0.0025 75 5168 -70 2272.2080260966136 2268.165815114069 50 GTEX 1 100 100 0.5 0.0025 75 5168 -71 2271.310384999992 2269.189805875713 50 GTEX 1 100 100 0.5 0.0025 75 5168 -72 2271.737604866741 2268.949028450273 50 GTEX 1 100 100 0.5 0.0025 75 5168 -73 2270.607470048095 2268.3685506958473 50 GTEX 1 100 100 0.5 0.0025 75 5168 -74 2272.643655443539 2271.4730841923124 50 GTEX 1 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5093.577283968037 150 GTEX 1 100 100 1.0 0.0025 5 5595 -1 3605.4011757329736 3352.0701073476125 150 GTEX 1 100 100 1.0 0.0025 5 5595 -2 3003.999782782668 3013.5573196701225 150 GTEX 1 100 100 1.0 0.0025 5 5595 -3 2787.5214937620485 2806.696447800321 150 GTEX 1 100 100 1.0 0.0025 5 5595 -4 2685.942349209961 2646.72393543548 150 GTEX 1 100 100 1.0 0.0025 5 5595 -5 2640.9384537395936 2701.59624617544 150 GTEX 1 100 100 1.0 0.0025 5 5595 -6 2609.422293987296 2597.2419071560125 150 GTEX 1 100 100 1.0 0.0025 5 5595 -7 2583.6192334123634 2598.147272494356 150 GTEX 1 100 100 1.0 0.0025 5 5595 -8 2564.9101338139226 2582.995996279408 150 GTEX 1 100 100 1.0 0.0025 5 5595 -9 2546.112075942666 2549.9064746465065 150 GTEX 1 100 100 1.0 0.0025 5 5595 -10 2535.301173107695 2527.5433266063155 150 GTEX 1 100 100 1.0 0.0025 5 5595 -11 2522.0848233037705 2526.281584184886 150 GTEX 1 100 100 1.0 0.0025 5 5595 -12 2507.448046452067 2522.537396681173 150 GTEX 1 100 100 1.0 0.0025 5 5595 -13 2500.847218901224 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1.0 0.0025 5 5595 -52 2398.088136467672 2401.2986401460016 150 GTEX 1 100 100 1.0 0.0025 5 5595 -53 2396.8360352903505 2400.483321157245 150 GTEX 1 100 100 1.0 0.0025 5 5595 -54 2395.507487615285 2398.984052418756 150 GTEX 1 100 100 1.0 0.0025 5 5595 -55 2395.7274825081117 2397.9165052986873 150 GTEX 1 100 100 1.0 0.0025 5 5595 -56 2394.3673208528226 2400.567438277908 150 GTEX 1 100 100 1.0 0.0025 5 5595 -57 2393.651857738146 2398.055553363757 150 GTEX 1 100 100 1.0 0.0025 5 5595 -58 2393.192884091201 2396.3188771295004 150 GTEX 1 100 100 1.0 0.0025 5 5595 -59 2391.951006956937 2398.9187963217387 150 GTEX 1 100 100 1.0 0.0025 5 5595 -60 2391.112626374429 2395.4423930237053 150 GTEX 1 100 100 1.0 0.0025 5 5595 -61 2390.8395613906773 2394.416282044617 150 GTEX 1 100 100 1.0 0.0025 5 5595 -62 2389.722797390978 2394.45706559678 150 GTEX 1 100 100 1.0 0.0025 5 5595 -63 2388.982106196813 2392.4253036441005 150 GTEX 1 100 100 1.0 0.0025 5 5595 -64 2388.552570901099 2392.275802786359 150 GTEX 1 100 100 1.0 0.0025 5 5595 -65 2387.121756362149 2391.404068979474 150 GTEX 1 100 100 1.0 0.0025 5 5595 -66 2386.557598800232 2390.796897278992 150 GTEX 1 100 100 1.0 0.0025 5 5595 -67 2386.045883196441 2390.035725988816 150 GTEX 1 100 100 1.0 0.0025 5 5595 -68 2385.2461915145623 2390.1733902035558 150 GTEX 1 100 100 1.0 0.0025 5 5595 -69 2384.2840444778985 2387.6977722400047 150 GTEX 1 100 100 1.0 0.0025 5 5595 -70 2384.410958636332 2388.233622851934 150 GTEX 1 100 100 1.0 0.0025 5 5595 -71 2383.50518631847 2388.2031212868346 150 GTEX 1 100 100 1.0 0.0025 5 5595 -72 2382.800857996857 2387.698503269442 150 GTEX 1 100 100 1.0 0.0025 5 5595 -73 2381.6909548464405 2386.6364555794025 150 GTEX 1 100 100 1.0 0.0025 5 5595 -74 2381.250160198749 2385.4623958457105 150 GTEX 1 100 100 1.0 0.0025 5 5595 -75 2380.553867551635 2383.8177968304417 150 GTEX 1 100 100 1.0 0.0025 5 5595 -76 2379.9822897858185 2383.691912400859 150 GTEX 1 100 100 1.0 0.0025 5 5595 -77 2379.627001298095 2381.947106887179 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2306.551711238298 2325.3703520452113 150 GTEX 1 50 100 1.0 0.002 50 5356 -30 2305.5673775516266 2322.9475278673067 150 GTEX 1 50 100 1.0 0.002 50 5356 -31 2304.4351965369424 2319.829214349899 150 GTEX 1 50 100 1.0 0.002 50 5356 -32 2302.2944141491503 2317.7414671459123 150 GTEX 1 50 100 1.0 0.002 50 5356 -33 2301.183865381267 2318.3948900346068 150 GTEX 1 50 100 1.0 0.002 50 5356 -34 2300.3428757666434 2317.130080074412 150 GTEX 1 50 100 1.0 0.002 50 5356 -35 2299.221183850192 2313.4486896239305 150 GTEX 1 50 100 1.0 0.002 50 5356 -36 2298.1849249056754 2314.551900769368 150 GTEX 1 50 100 1.0 0.002 50 5356 -37 2296.711120495868 2311.215579420895 150 GTEX 1 50 100 1.0 0.002 50 5356 -38 2296.1901816012196 2311.916547535944 150 GTEX 1 50 100 1.0 0.002 50 5356 -39 2294.8613764528263 2311.045807929093 150 GTEX 1 50 100 1.0 0.002 50 5356 -40 2293.9950099585235 2309.6114330219225 150 GTEX 1 50 100 1.0 0.002 50 5356 -41 2292.845768963282 2308.121992336027 150 GTEX 1 50 100 1.0 0.002 50 5356 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2342.036772240703 2401.4926558229863 50 GTEX 1 50 100 1.0 0.001 100 1620 -6 2333.685956475248 2372.115078422053 50 GTEX 1 50 100 1.0 0.001 100 1620 -7 2326.7643396448684 2350.4842547862704 50 GTEX 1 50 100 1.0 0.001 100 1620 -8 2320.663325694064 2346.8590445282794 50 GTEX 1 50 100 1.0 0.001 100 1620 -9 2316.472935824154 2345.305355869772 50 GTEX 1 50 100 1.0 0.001 100 1620 -10 2312.5508059812623 2348.334984608929 50 GTEX 1 50 100 1.0 0.001 100 1620 -11 2308.472147827857 2351.7089277492278 50 GTEX 1 50 100 1.0 0.001 100 1620 -12 2305.598359633917 2333.097627008823 50 GTEX 1 50 100 1.0 0.001 100 1620 -13 2301.9195966550337 2349.8681450325275 50 GTEX 1 50 100 1.0 0.001 100 1620 -14 2300.2195381252395 2327.7570192750422 50 GTEX 1 50 100 1.0 0.001 100 1620 -15 2296.662743258655 2329.4475246182865 50 GTEX 1 50 100 1.0 0.001 100 1620 -16 2294.4231291509327 2323.773204963017 50 GTEX 1 50 100 1.0 0.001 100 1620 -17 2293.868444204003 2322.406268565827 50 GTEX 1 50 100 1.0 0.001 100 1620 -18 2290.9233417263176 2319.1296850864424 50 GTEX 1 50 100 1.0 0.001 100 1620 -19 2289.122377274141 2319.942905904676 50 GTEX 1 50 100 1.0 0.001 100 1620 -20 2287.119860152577 2320.976626087957 50 GTEX 1 50 100 1.0 0.001 100 1620 -21 2286.358566604925 2322.708728166588 50 GTEX 1 50 100 1.0 0.001 100 1620 -22 2284.5163899412933 2316.0480112286123 50 GTEX 1 50 100 1.0 0.001 100 1620 -23 2283.0827975322995 2313.760920419439 50 GTEX 1 50 100 1.0 0.001 100 1620 -24 2282.045252845823 2310.899603898081 50 GTEX 1 50 100 1.0 0.001 100 1620 -25 2280.987432495775 2310.6322819814936 50 GTEX 1 50 100 1.0 0.001 100 1620 -26 2279.539847891648 2312.696864603137 50 GTEX 1 50 100 1.0 0.001 100 1620 -27 2278.349615667417 2309.966259858454 50 GTEX 1 50 100 1.0 0.001 100 1620 -28 2277.412277774523 2309.044267429598 50 GTEX 1 50 100 1.0 0.001 100 1620 -29 2275.843104408323 2306.554348209512 50 GTEX 1 50 100 1.0 0.001 100 1620 -30 2275.948141611981 2304.273242094671 50 GTEX 1 50 100 1.0 0.001 100 1620 -31 2275.120329453422 2304.1892762854973 50 GTEX 1 50 100 1.0 0.001 100 1620 -32 2274.029400519362 2305.707882957313 50 GTEX 1 50 100 1.0 0.001 100 1620 -33 2273.556180298587 2306.4342495878386 50 GTEX 1 50 100 1.0 0.001 100 1620 -34 2273.004923971097 2302.5448824226182 50 GTEX 1 50 100 1.0 0.001 100 1620 -35 2272.5225342802632 2304.004831756476 50 GTEX 1 50 100 1.0 0.001 100 1620 -36 2271.414305428561 2302.732325796845 50 GTEX 1 50 100 1.0 0.001 100 1620 -37 2271.313339625063 2300.872456017556 50 GTEX 1 50 100 1.0 0.001 100 1620 -38 2270.655484001375 2302.5297614848205 50 GTEX 1 50 100 1.0 0.001 100 1620 -39 2270.0449617441673 2302.132919717651 50 GTEX 1 50 100 1.0 0.001 100 1620 -40 2269.663444089502 2298.0636756809945 50 GTEX 1 50 100 1.0 0.001 100 1620 -41 2269.3055667105555 2301.868986992781 50 GTEX 1 50 100 1.0 0.001 100 1620 -42 2268.755292902731 2298.170114959601 50 GTEX 1 50 100 1.0 0.001 100 1620 -43 2268.169189994685 2297.82934198996 50 GTEX 1 50 100 1.0 0.001 100 1620 -44 2267.651443547529 2301.078997593869 50 GTEX 1 50 100 1.0 0.001 100 1620 -45 2267.522013840636 2296.6929151875893 50 GTEX 1 50 100 1.0 0.001 100 1620 -46 2267.564757946188 2295.5800150011883 50 GTEX 1 50 100 1.0 0.001 100 1620 -47 2266.1606722282004 2298.91329201818 50 GTEX 1 50 100 1.0 0.001 100 1620 -48 2265.889700685193 2296.1926770808577 50 GTEX 1 50 100 1.0 0.001 100 1620 -49 2266.486939882041 2295.981346913617 50 GTEX 1 50 100 1.0 0.001 100 1620 -0 3407.7290881318 3372.66136674192 100 GTEX 1 100 100 0.5 0.001 75 5939 -1 2583.2090265135635 2696.7102784131416 100 GTEX 1 100 100 0.5 0.001 75 5939 -2 2492.4800316591104 2549.5211696842325 100 GTEX 1 100 100 0.5 0.001 75 5939 -3 2446.2713912265963 2478.7143220502608 100 GTEX 1 100 100 0.5 0.001 75 5939 -4 2418.547266522443 2477.637203318085 100 GTEX 1 100 100 0.5 0.001 75 5939 -5 2398.98751130572 2436.814731612405 100 GTEX 1 100 100 0.5 0.001 75 5939 -6 2385.9214207854834 2410.515218408389 100 GTEX 1 100 100 0.5 0.001 75 5939 -7 2373.3169647793816 2397.9020717606345 100 GTEX 1 100 100 0.5 0.001 75 5939 -8 2365.045811117319 2394.8035503430965 100 GTEX 1 100 100 0.5 0.001 75 5939 -9 2357.639561400993 2404.590920567966 100 GTEX 1 100 100 0.5 0.001 75 5939 -10 2352.589765894233 2404.007039233305 100 GTEX 1 100 100 0.5 0.001 75 5939 -11 2345.1880157976802 2374.8812641100285 100 GTEX 1 100 100 0.5 0.001 75 5939 -12 2342.007263409244 2369.7768406160885 100 GTEX 1 100 100 0.5 0.001 75 5939 -13 2337.893852029996 2372.690655262298 100 GTEX 1 100 100 0.5 0.001 75 5939 -14 2333.4402628868697 2362.319925402507 100 GTEX 1 100 100 0.5 0.001 75 5939 -15 2330.022769111205 2360.8828941896386 100 GTEX 1 100 100 0.5 0.001 75 5939 -16 2327.4149159477493 2364.710167946471 100 GTEX 1 100 100 0.5 0.001 75 5939 -17 2323.430244611009 2352.088768788617 100 GTEX 1 100 100 0.5 0.001 75 5939 -18 2321.602564670575 2357.2843848398884 100 GTEX 1 100 100 0.5 0.001 75 5939 -19 2318.413601503083 2350.3224596378923 100 GTEX 1 100 100 0.5 0.001 75 5939 -20 2315.330020925897 2352.5336394219344 100 GTEX 1 100 100 0.5 0.001 75 5939 -21 2313.888532100817 2357.154807435242 100 GTEX 1 100 100 0.5 0.001 75 5939 -22 2311.868005411066 2343.351896684886 100 GTEX 1 100 100 0.5 0.001 75 5939 -23 2309.129084500765 2347.0512834556203 100 GTEX 1 100 100 0.5 0.001 75 5939 -24 2307.651084931332 2351.550727409102 100 GTEX 1 100 100 0.5 0.001 75 5939 -25 2306.431285232378 2339.676899841077 100 GTEX 1 100 100 0.5 0.001 75 5939 -26 2304.595915365133 2336.734037101949 100 GTEX 1 100 100 0.5 0.001 75 5939 -27 2303.5371847034853 2332.623992803885 100 GTEX 1 100 100 0.5 0.001 75 5939 -28 2301.1857108646727 2339.083084860682 100 GTEX 1 100 100 0.5 0.001 75 5939 -29 2299.6222226199397 2331.3867595948195 100 GTEX 1 100 100 0.5 0.001 75 5939 -30 2298.223947949126 2327.4240017154825 100 GTEX 1 100 100 0.5 0.001 75 5939 -31 2297.1043883368297 2330.7180277893303 100 GTEX 1 100 100 0.5 0.001 75 5939 -32 2295.844246224137 2329.964347114128 100 GTEX 1 100 100 0.5 0.001 75 5939 -33 2294.215717132333 2326.1142578125 100 GTEX 1 100 100 0.5 0.001 75 5939 -34 2292.9220985871148 2325.031191517645 100 GTEX 1 100 100 0.5 0.001 75 5939 -35 2291.9997187495874 2329.688802392764 100 GTEX 1 100 100 0.5 0.001 75 5939 -36 2290.7615093208233 2323.528710194867 100 GTEX 1 100 100 0.5 0.001 75 5939 -37 2289.817085753679 2320.430627859137 100 GTEX 1 100 100 0.5 0.001 75 5939 -38 2289.305791612889 2320.699594707997 100 GTEX 1 100 100 0.5 0.001 75 5939 -39 2287.7325861999248 2323.9226343423247 100 GTEX 1 100 100 0.5 0.001 75 5939 -40 2286.455133518901 2318.3997705263787 100 GTEX 1 100 100 0.5 0.001 75 5939 -41 2285.8596000312764 2316.4992044543133 100 GTEX 1 100 100 0.5 0.001 75 5939 -42 2284.887800014194 2315.080554338463 100 GTEX 1 100 100 0.5 0.001 75 5939 -43 2284.4974984289593 2316.673198743465 100 GTEX 1 100 100 0.5 0.001 75 5939 -44 2283.4616904753852 2316.747605008317 100 GTEX 1 100 100 0.5 0.001 75 5939 -45 2282.975643136603 2315.8913676330803 100 GTEX 1 100 100 0.5 0.001 75 5939 -46 2281.8726443924043 2313.699109211621 100 GTEX 1 100 100 0.5 0.001 75 5939 -47 2281.7779694844594 2312.5937388605043 100 GTEX 1 100 100 0.5 0.001 75 5939 -48 2280.516653810193 2311.6163900977303 100 GTEX 1 100 100 0.5 0.001 75 5939 -49 2279.746498553569 2312.449868553945 100 GTEX 1 100 100 0.5 0.001 75 5939 -50 2279.051202609847 2309.061835343393 100 GTEX 1 100 100 0.5 0.001 75 5939 -51 2278.635454670459 2310.4993269887714 100 GTEX 1 100 100 0.5 0.001 75 5939 -52 2277.787390161218 2310.824988303529 100 GTEX 1 100 100 0.5 0.001 75 5939 -53 2277.5549111129035 2308.0662122371077 100 GTEX 1 100 100 0.5 0.001 75 5939 -54 2276.7624450857666 2307.550977119475 100 GTEX 1 100 100 0.5 0.001 75 5939 -55 2276.184476570959 2306.748502666053 100 GTEX 1 100 100 0.5 0.001 75 5939 -56 2275.6583991183193 2310.543703028458 100 GTEX 1 100 100 0.5 0.001 75 5939 -57 2274.854480350535 2307.183082261466 100 GTEX 1 100 100 0.5 0.001 75 5939 -58 2274.808045690788 2305.8510844299553 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3232.73746992336 100 GTEX 1 50 100 0.0 0.0015 75 5243 -1 2520.0889791873665 2488.6361812693085 100 GTEX 1 50 100 0.0 0.0015 75 5243 -2 2450.0012120123693 2418.7460761124644 100 GTEX 1 50 100 0.0 0.0015 75 5243 -3 2413.177462176384 2397.0449506520317 100 GTEX 1 50 100 0.0 0.0015 75 5243 -4 2392.053789205885 2365.6573370291712 100 GTEX 1 50 100 0.0 0.0015 75 5243 -5 2376.073953204841 2352.968893885159 100 GTEX 1 50 100 0.0 0.0015 75 5243 -6 2365.146976962945 2371.4938723488 100 GTEX 1 50 100 0.0 0.0015 75 5243 -7 2355.9495893578933 2342.433666156725 100 GTEX 1 50 100 0.0 0.0015 75 5243 -8 2348.20665287974 2330.19555292746 100 GTEX 1 50 100 0.0 0.0015 75 5243 -9 2341.7399970167753 2327.164566562203 100 GTEX 1 50 100 0.0 0.0015 75 5243 -10 2338.005113543056 2321.7348335759266 100 GTEX 1 50 100 0.0 0.0015 75 5243 -11 2332.4978857736496 2320.227122259684 100 GTEX 1 50 100 0.0 0.0015 75 5243 -12 2329.581606537636 2313.978507270378 100 GTEX 1 50 100 0.0 0.0015 75 5243 -13 2326.067300830558 2313.243615212096 100 GTEX 1 50 100 0.0 0.0015 75 5243 -14 2322.3383940957324 2307.661416869653 100 GTEX 1 50 100 0.0 0.0015 75 5243 -15 2319.418037141353 2304.2147499925736 100 GTEX 1 50 100 0.0 0.0015 75 5243 -16 2317.135807484221 2302.00409190827 100 GTEX 1 50 100 0.0 0.0015 75 5243 -17 2313.387956912004 2298.642201238712 100 GTEX 1 50 100 0.0 0.0015 75 5243 -18 2311.3738033834225 2299.757384557688 100 GTEX 1 50 100 0.0 0.0015 75 5243 -19 2309.568357079815 2294.848524202412 100 GTEX 1 50 100 0.0 0.0015 75 5243 -20 2306.78249226239 2297.794731575273 100 GTEX 1 50 100 0.0 0.0015 75 5243 -21 2305.524037961637 2294.08755365524 100 GTEX 1 50 100 0.0 0.0015 75 5243 -22 2304.1445719186136 2290.1209145897697 100 GTEX 1 50 100 0.0 0.0015 75 5243 -23 2301.643116900318 2292.2258440024953 100 GTEX 1 50 100 0.0 0.0015 75 5243 -24 2300.456881934037 2285.635537035112 100 GTEX 1 50 100 0.0 0.0015 75 5243 -25 2299.3151740709504 2287.812749710373 100 GTEX 1 50 100 0.0 0.0015 75 5243 -26 2297.30510586837 2289.5155330991565 100 GTEX 1 50 100 0.0 0.0015 75 5243 -27 2295.705210910473 2282.467838417895 100 GTEX 1 50 100 0.0 0.0015 75 5243 -28 2294.597057103582 2283.650454677103 100 GTEX 1 50 100 0.0 0.0015 75 5243 -29 2294.2668420927216 2281.7701476354564 100 GTEX 1 50 100 0.0 0.0015 75 5243 -30 2293.205287708908 2283.8854469908506 100 GTEX 1 50 100 0.0 0.0015 75 5243 -31 2291.4355488607216 2278.8247423063212 100 GTEX 1 50 100 0.0 0.0015 75 5243 -32 2290.839552932019 2281.2202352661598 100 GTEX 1 50 100 0.0 0.0015 75 5243 -33 2289.2650197158964 2275.32671492544 100 GTEX 1 50 100 0.0 0.0015 75 5243 -34 2288.5516354456186 2278.692949998515 100 GTEX 1 50 100 0.0 0.0015 75 5243 -35 2287.455448578161 2274.648727126901 100 GTEX 1 50 100 0.0 0.0015 75 5243 -36 2286.6626229806493 2273.0195210387947 100 GTEX 1 50 100 0.0 0.0015 75 5243 -37 2286.398837223216 2275.000865167538 100 GTEX 1 50 100 0.0 0.0015 75 5243 -38 2285.3422152949474 2272.3637277581392 100 GTEX 1 50 100 0.0 0.0015 75 5243 -39 2284.3744650671824 2271.473778554242 100 GTEX 1 50 100 0.0 0.0015 75 5243 -40 2283.4503350608943 2270.122110229028 100 GTEX 1 50 100 0.0 0.0015 75 5243 -41 2282.699656769279 2271.290057628327 100 GTEX 1 50 100 0.0 0.0015 75 5243 -42 2282.0419200310125 2268.203865776497 100 GTEX 1 50 100 0.0 0.0015 75 5243 -43 2281.714910104054 2268.896488088165 100 GTEX 1 50 100 0.0 0.0015 75 5243 -44 2280.482452950257 2271.1360708026377 100 GTEX 1 50 100 0.0 0.0015 75 5243 -45 2280.429044022988 2268.426504388961 100 GTEX 1 50 100 0.0 0.0015 75 5243 -46 2280.0898225517753 2269.564777098681 100 GTEX 1 50 100 0.0 0.0015 75 5243 -47 2279.8665828606117 2265.737484776022 100 GTEX 1 50 100 0.0 0.0015 75 5243 -48 2278.258552039528 2266.125780693025 100 GTEX 1 50 100 0.0 0.0015 75 5243 -49 2277.931201909429 2267.6858030834123 100 GTEX 1 50 100 0.0 0.0015 75 5243 -0 3064.366651200387 3664.869966340156 150 GTEX 1 100 100 0.5 0.002 100 5498 -1 2489.983782403885 2621.294059492336 150 GTEX 1 100 100 0.5 0.002 100 5498 -2 2431.993698015351 2458.333894794885 150 GTEX 1 100 100 0.5 0.002 100 5498 -3 2398.028803358665 2388.8509470428353 150 GTEX 1 100 100 0.5 0.002 100 5498 -4 2376.704927184356 2361.6107748633553 150 GTEX 1 100 100 0.5 0.002 100 5498 -5 2361.8170214627125 2369.47514917642 150 GTEX 1 100 100 0.5 0.002 100 5498 -6 2351.444011568557 2343.072829561995 150 GTEX 1 100 100 0.5 0.002 100 5498 -7 2345.709909154002 2327.5569511384565 150 GTEX 1 100 100 0.5 0.002 100 5498 -8 2337.6405789931478 2333.2097520719462 150 GTEX 1 100 100 0.5 0.002 100 5498 -9 2332.73902091847 2317.58684211992 150 GTEX 1 100 100 0.5 0.002 100 5498 -10 2329.0303754829692 2342.2753316784992 150 GTEX 1 100 100 0.5 0.002 100 5498 -11 2325.404286507985 2310.4567536908858 150 GTEX 1 100 100 0.5 0.002 100 5498 -12 2321.08852332238 2308.300805849721 150 GTEX 1 100 100 0.5 0.002 100 5498 -13 2317.934736855244 2316.134452790815 150 GTEX 1 100 100 0.5 0.002 100 5498 -14 2315.5965666560896 2301.661490204669 150 GTEX 1 100 100 0.5 0.002 100 5498 -15 2312.2499528842372 2300.4414656606464 150 GTEX 1 100 100 0.5 0.002 100 5498 -16 2310.2018043402827 2299.0691215021984 150 GTEX 1 100 100 0.5 0.002 100 5498 -17 2307.464015368765 2295.136345576877 150 GTEX 1 100 100 0.5 0.002 100 5498 -18 2305.985152629281 2295.255346958175 150 GTEX 1 100 100 0.5 0.002 100 5498 -19 2303.6225395101897 2290.3479212771804 150 GTEX 1 100 100 0.5 0.002 100 5498 -20 2302.5596678449647 2295.7963449456392 150 GTEX 1 100 100 0.5 0.002 100 5498 -21 2300.770138132997 2284.7229495900665 150 GTEX 1 100 100 0.5 0.002 100 5498 -22 2298.1473850158773 2284.3363241333473 150 GTEX 1 100 100 0.5 0.002 100 5498 -23 2297.5619897468673 2284.9977823119652 150 GTEX 1 100 100 0.5 0.002 100 5498 -24 2296.56392484564 2288.376264332819 150 GTEX 1 100 100 0.5 0.002 100 5498 -25 2295.3315604792056 2280.414765216552 150 GTEX 1 100 100 0.5 0.002 100 5498 -26 2293.8063210527357 2282.0605134565108 150 GTEX 1 100 100 0.5 0.002 100 5498 -27 2292.9880333442397 2279.6111735644904 150 GTEX 1 100 100 0.5 0.002 100 5498 -28 2290.774016376583 2280.149639637298 150 GTEX 1 100 100 0.5 0.002 100 5498 -29 2290.913279429325 2297.987237850523 150 GTEX 1 100 100 0.5 0.002 100 5498 -30 2289.423281381006 2287.4870921087813 150 GTEX 1 100 100 0.5 0.002 100 5498 -31 2288.782959087529 2275.2732750490136 150 GTEX 1 100 100 0.5 0.002 100 5498 -32 2287.376732348842 2273.3784068292543 150 GTEX 1 100 100 0.5 0.002 100 5498 -33 2286.635454077321 2273.987738663706 150 GTEX 1 100 100 0.5 0.002 100 5498 -34 2286.6869311809687 2274.957896417538 150 GTEX 1 100 100 0.5 0.002 100 5498 -35 2286.2403807252745 2275.3523167367216 150 GTEX 1 100 100 0.5 0.002 100 5498 -36 2284.422988577303 2272.8668797714176 150 GTEX 1 100 100 0.5 0.002 100 5498 -37 2284.1813469702734 2271.350395637773 150 GTEX 1 100 100 0.5 0.002 100 5498 -38 2283.330256427343 2276.705836074887 150 GTEX 1 100 100 0.5 0.002 100 5498 -39 2283.0519534447785 2271.3286281339115 150 GTEX 1 100 100 0.5 0.002 100 5498 -40 2282.2994889061592 2274.273799997772 150 GTEX 1 100 100 0.5 0.002 100 5498 -41 2281.471945335813 2270.5366438368883 150 GTEX 1 100 100 0.5 0.002 100 5498 -42 2281.4573890925385 2296.80816023794 150 GTEX 1 100 100 0.5 0.002 100 5498 -43 2280.894877745557 2266.394807880822 150 GTEX 1 100 100 0.5 0.002 100 5498 -44 2279.926750798002 2272.438523441213 150 GTEX 1 100 100 0.5 0.002 100 5498 -45 2279.8266888073786 2266.929468423241 150 GTEX 1 100 100 0.5 0.002 100 5498 -46 2278.9676699736583 2281.212091830293 150 GTEX 1 100 100 0.5 0.002 100 5498 -47 2279.036105553956 2268.06366222077 150 GTEX 1 100 100 0.5 0.002 100 5498 -48 2277.8330926311883 2264.8313809819097 150 GTEX 1 100 100 0.5 0.002 100 5498 -49 2276.8759016982103 2264.112356671816 150 GTEX 1 100 100 0.5 0.002 100 5498 -50 2276.850653864658 2266.873166624584 150 GTEX 1 100 100 0.5 0.002 100 5498 -51 2275.866778544467 2263.0803631104445 150 GTEX 1 100 100 0.5 0.002 100 5498 -52 2275.9104346636677 2264.616320011733 150 GTEX 1 100 100 0.5 0.002 100 5498 -53 2275.164058863809 2264.1896127911123 150 GTEX 1 100 100 0.5 0.002 100 5498 -54 2275.332460140117 2263.2109240397754 150 GTEX 1 100 100 0.5 0.002 100 5498 -55 2274.4747297561594 2260.734582008971 150 GTEX 1 100 100 0.5 0.002 100 5498 -56 2274.008031677265 2264.264492948699 150 GTEX 1 100 100 0.5 0.002 100 5498 -57 2273.074018785237 2262.7418287153932 150 GTEX 1 100 100 0.5 0.002 100 5498 -58 2274.076612756813 2264.0364210469643 150 GTEX 1 100 100 0.5 0.002 100 5498 -59 2273.824216067986 2268.0929521335847 150 GTEX 1 100 100 0.5 0.002 100 5498 -60 2273.323926771532 2260.057848332046 150 GTEX 1 100 100 0.5 0.002 100 5498 -61 2272.705083308508 2260.2125448364723 150 GTEX 1 100 100 0.5 0.002 100 5498 -62 2272.353950343339 2261.6342253594344 150 GTEX 1 100 100 0.5 0.002 100 5498 -63 2272.791444695637 2264.7151811839058 150 GTEX 1 100 100 0.5 0.002 100 5498 -64 2272.3886871160594 2265.1837845138725 150 GTEX 1 100 100 0.5 0.002 100 5498 -65 2272.410334758652 2260.6171726473385 150 GTEX 1 100 100 0.5 0.002 100 5498 -66 2270.946464321789 2263.619026445164 150 GTEX 1 100 100 0.5 0.002 100 5498 -67 2270.274722829343 2257.8378386406844 150 GTEX 1 100 100 0.5 0.002 100 5498 -68 2270.5473690578947 2260.955459188599 150 GTEX 1 100 100 0.5 0.002 100 5498 -69 2269.9517018564075 2258.3791740620545 150 GTEX 1 100 100 0.5 0.002 100 5498 -70 2269.9932899882074 2257.761606426747 150 GTEX 1 100 100 0.5 0.002 100 5498 -71 2269.842412242444 2260.855240854474 150 GTEX 1 100 100 0.5 0.002 100 5498 -72 2270.208805118479 2257.291626440708 150 GTEX 1 100 100 0.5 0.002 100 5498 -73 2269.2370242365337 2256.1767805556383 150 GTEX 1 100 100 0.5 0.002 100 5498 -74 2268.611743940299 2256.790110076788 150 GTEX 1 100 100 0.5 0.002 100 5498 -75 2269.5698478668915 2256.257228140595 150 GTEX 1 100 100 0.5 0.002 100 5498 -76 2269.0223019250257 2257.7365462734674 150 GTEX 1 100 100 0.5 0.002 100 5498 -77 2269.937067654212 2258.9888326550617 150 GTEX 1 100 100 0.5 0.002 100 5498 -78 2267.9300025850494 2259.1220911990554 150 GTEX 1 100 100 0.5 0.002 100 5498 -79 2267.0371689466533 2255.379093300707 150 GTEX 1 100 100 0.5 0.002 100 5498 -80 2267.515383464023 2255.3415337044025 150 GTEX 1 100 100 0.5 0.002 100 5498 -81 2267.847093078671 2259.072119883258 150 GTEX 1 100 100 0.5 0.002 100 5498 -82 2267.3401978274037 2261.819602357117 150 GTEX 1 100 100 0.5 0.002 100 5498 -83 2266.512618746163 2256.1273309395788 150 GTEX 1 100 100 0.5 0.002 100 5498 -84 2267.669771424339 2255.194155848978 150 GTEX 1 100 100 0.5 0.002 100 5498 -85 2266.283447781397 2255.274640101444 150 GTEX 1 100 100 0.5 0.002 100 5498 -86 2266.355176616801 2256.318155150903 150 GTEX 1 100 100 0.5 0.002 100 5498 -87 2267.2085243838387 2255.6510181499525 150 GTEX 1 100 100 0.5 0.002 100 5498 -88 2266.8235794249513 2256.73499741935 150 GTEX 1 100 100 0.5 0.002 100 5498 -89 2265.0311525706893 2262.250349501693 150 GTEX 1 100 100 0.5 0.002 100 5498 -90 2266.361107580939 2253.9919507857057 150 GTEX 1 100 100 0.5 0.002 100 5498 -91 2265.096015012263 2253.012679995693 150 GTEX 1 100 100 0.5 0.002 100 5498 -92 2265.168575581419 2255.900854306529 150 GTEX 1 100 100 0.5 0.002 100 5498 -93 2265.8923734409245 2262.664171110088 150 GTEX 1 100 100 0.5 0.002 100 5498 -94 2265.93291556154 2255.1858434640867 150 GTEX 1 100 100 0.5 0.002 100 5498 -95 2265.264466576331 2253.1548362122744 150 GTEX 1 100 100 0.5 0.002 100 5498 -96 2264.685186144139 2260.257574393269 150 GTEX 1 100 100 0.5 0.002 100 5498 -97 2265.82416002937 2252.0118566012657 150 GTEX 1 100 100 0.5 0.002 100 5498 -98 2264.747362419911 2251.2000732421875 150 GTEX 1 100 100 0.5 0.002 100 5498 -99 2265.1826240988435 2260.811969017348 150 GTEX 1 100 100 0.5 0.002 100 5498 -0 4406.890902640011 3475.246035731791 50 GTEX 1 50 100 0.5 0.0015 5 4940 -1 3060.9353820600923 3044.424088974869 50 GTEX 1 50 100 0.5 0.0015 5 4940 -2 2721.8362935115483 2679.3170936497445 50 GTEX 1 50 100 0.5 0.0015 5 4940 -3 2620.662095758622 2583.4814132864485 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2376.6588883279583 2381.6314957187196 50 GTEX 1 50 100 0.5 0.0015 5 4940 -44 2375.949282628349 2381.211983220205 50 GTEX 1 50 100 0.5 0.0015 5 4940 -45 2375.0061590900464 2379.780052504159 50 GTEX 1 50 100 0.5 0.0015 5 4940 -46 2374.5436758732635 2382.8889554680068 50 GTEX 1 50 100 0.5 0.0015 5 4940 -47 2373.4155243522728 2378.5897272494362 50 GTEX 1 50 100 0.5 0.0015 5 4940 -48 2372.371905110763 2376.6812228938925 50 GTEX 1 50 100 0.5 0.0015 5 4940 -49 2372.203894505874 2377.734083516516 50 GTEX 1 50 100 0.5 0.0015 5 4940 -0 3740.548824849849 3066.656502495247 50 GTEX 1 100 100 1.0 0.0005 50 2966 -1 2713.8564790955593 2620.609064022398 50 GTEX 1 100 100 1.0 0.0005 50 2966 -2 2570.102265858129 2510.6124267578125 50 GTEX 1 100 100 1.0 0.0005 50 2966 -3 2509.500428503288 2467.90397382961 50 GTEX 1 100 100 1.0 0.0005 50 2966 -4 2474.9162476707747 2437.505164084779 50 GTEX 1 100 100 1.0 0.0005 50 2966 -5 2445.450908083466 2421.008119300291 50 GTEX 1 100 100 1.0 0.0005 50 2966 -6 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0.0005 50 2966 -96 2272.668397665905 2260.092648582313 50 GTEX 1 100 100 1.0 0.0005 50 2966 -97 2272.057890701334 2259.06436400903 50 GTEX 1 100 100 1.0 0.0005 50 2966 -98 2271.944294907846 2258.638937366326 50 GTEX 1 100 100 1.0 0.0005 50 2966 -99 2272.313082951181 2258.729542779379 50 GTEX 1 100 100 1.0 0.0005 50 2966 -0 3671.0643879830104 3133.385699950244 50 GTEX 1 100 100 0.0 0.001 25 9122 -1 2680.095852286231 2648.5427640617568 50 GTEX 1 100 100 0.0 0.001 25 9122 -2 2549.549350447195 2581.5901115620545 50 GTEX 1 100 100 0.0 0.001 25 9122 -3 2497.623852020712 2462.529689078095 50 GTEX 1 100 100 0.0 0.001 25 9122 -4 2466.5231829665713 2463.4979159859195 50 GTEX 1 100 100 0.0 0.001 25 9122 -5 2443.034372483033 2415.715253126485 50 GTEX 1 100 100 0.0 0.001 25 9122 -6 2427.0265255552595 2401.910004474364 50 GTEX 1 100 100 0.0 0.001 25 9122 -7 2410.6787964524797 2386.04387661894 50 GTEX 1 100 100 0.0 0.001 25 9122 -8 2399.995241849567 2378.027430081096 50 GTEX 1 100 100 0.0 0.001 25 9122 -9 2390.945048115328 2386.600637921816 50 GTEX 1 100 100 0.0 0.001 25 9122 -10 2382.033927836085 2361.287882177549 50 GTEX 1 100 100 0.0 0.001 25 9122 -11 2375.0508464951445 2358.180867822451 50 GTEX 1 100 100 0.0 0.001 25 9122 -12 2368.1846409990376 2353.2197404868703 50 GTEX 1 100 100 0.0 0.001 25 9122 -13 2361.9201317683714 2345.780382511733 50 GTEX 1 100 100 0.0 0.001 25 9122 -14 2356.871167170129 2338.9230307227303 50 GTEX 1 100 100 0.0 0.001 25 9122 -15 2351.6391360954917 2334.2926721609133 50 GTEX 1 100 100 0.0 0.001 25 9122 -16 2347.4573752182746 2329.871603846097 50 GTEX 1 100 100 0.0 0.001 25 9122 -17 2342.931273240681 2325.7608164508083 50 GTEX 1 100 100 0.0 0.001 25 9122 -18 2340.178302987722 2323.980459931232 50 GTEX 1 100 100 0.0 0.001 25 9122 -19 2336.680546311777 2323.280908388783 50 GTEX 1 100 100 0.0 0.001 25 9122 -20 2334.624880882481 2319.1620351116917 50 GTEX 1 100 100 0.0 0.001 25 9122 -21 2331.31340848061 2312.6461413713464 50 GTEX 1 100 100 0.0 0.001 25 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6256 -9 2376.126711821121 2373.565228248277 100 GTEX 1 50 100 1.0 0.0025 25 6256 -10 2368.884898590993 2370.7569166988474 100 GTEX 1 50 100 1.0 0.0025 25 6256 -11 2362.3639862843875 2369.976018521269 100 GTEX 1 50 100 1.0 0.0025 25 6256 -12 2355.521499899734 2359.2602121331392 100 GTEX 1 50 100 1.0 0.0025 25 6256 -13 2350.589492328821 2359.7971460610747 100 GTEX 1 50 100 1.0 0.0025 25 6256 -14 2345.6366762761845 2347.4215176078305 100 GTEX 1 50 100 1.0 0.0025 25 6256 -15 2342.6360944597022 2344.342574783151 100 GTEX 1 50 100 1.0 0.0025 25 6256 -16 2338.0914235850933 2344.5049143744063 100 GTEX 1 50 100 1.0 0.0025 25 6256 -17 2335.032993979498 2343.999874680668 100 GTEX 1 50 100 1.0 0.0025 25 6256 -18 2333.032159744251 2335.0766657259987 100 GTEX 1 50 100 1.0 0.0025 25 6256 -19 2329.3976339273927 2331.432512290577 100 GTEX 1 50 100 1.0 0.0025 25 6256 -20 2326.64903092135 2330.3375508703657 100 GTEX 1 50 100 1.0 0.0025 25 6256 -21 2324.630359153631 2326.854859790875 100 GTEX 1 50 100 1.0 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GTEX 1 50 100 1.0 0.001 100 9440 -38 2284.125674036497 2296.953803580977 100 GTEX 1 50 100 1.0 0.001 100 9440 -39 2283.9197460225737 2296.154449114781 100 GTEX 1 50 100 1.0 0.001 100 9440 -40 2282.315879775841 2295.2065225463402 100 GTEX 1 50 100 1.0 0.001 100 9440 -41 2282.066715403672 2295.3986881386645 100 GTEX 1 50 100 1.0 0.001 100 9440 -42 2281.0921071117928 2292.33560053024 100 GTEX 1 50 100 1.0 0.001 100 9440 -43 2280.453449652617 2293.8249010441423 100 GTEX 1 50 100 1.0 0.001 100 9440 -44 2279.7558415550807 2293.5985047082936 100 GTEX 1 50 100 1.0 0.001 100 9440 -45 2278.633542575113 2290.632995373396 100 GTEX 1 50 100 1.0 0.001 100 9440 -46 2278.368273715604 2291.142154824145 100 GTEX 1 50 100 1.0 0.001 100 9440 -47 2277.32200433496 2294.317285341908 100 GTEX 1 50 100 1.0 0.001 100 9440 -48 2276.885322736009 2290.794823476117 100 GTEX 1 50 100 1.0 0.001 100 9440 -49 2276.5136135927764 2288.192268632664 100 GTEX 1 50 100 1.0 0.001 100 9440 -0 2867.8757894662463 2627.6059616727066 50 GTEX 1 100 100 0.5 0.0015 75 2436 -1 2447.2870737351623 2446.7143178729502 50 GTEX 1 100 100 0.5 0.0015 75 2436 -2 2396.988321583362 2371.3802480951463 50 GTEX 1 100 100 0.5 0.0015 75 2436 -3 2371.691269312563 2350.261028565381 50 GTEX 1 100 100 0.5 0.0015 75 2436 -4 2354.056087408069 2349.0237563680785 50 GTEX 1 100 100 0.5 0.0015 75 2436 -5 2342.682541807438 2337.241298196887 50 GTEX 1 100 100 0.5 0.0015 75 2436 -6 2334.213093400719 2325.130212820075 50 GTEX 1 100 100 0.5 0.0015 75 2436 -7 2326.886387779177 2318.863204665964 50 GTEX 1 100 100 0.5 0.0015 75 2436 -8 2322.5555665300353 2313.2003243449976 50 GTEX 1 100 100 0.5 0.0015 75 2436 -9 2316.9446104055123 2306.3540744563925 50 GTEX 1 100 100 0.5 0.0015 75 2436 -10 2312.4992264968937 2301.8446133109555 50 GTEX 1 100 100 0.5 0.0015 75 2436 -11 2309.593220714885 2301.454340133377 50 GTEX 1 100 100 0.5 0.0015 75 2436 -12 2305.971729640008 2300.3871021343275 50 GTEX 1 100 100 0.5 0.0015 75 2436 -13 2302.7296943700817 2295.71393913008 50 GTEX 1 100 100 0.5 0.0015 75 2436 -14 2300.491773954097 2291.171061352632 50 GTEX 1 100 100 0.5 0.0015 75 2436 -15 2298.977260081484 2292.385466949115 50 GTEX 1 100 100 0.5 0.0015 75 2436 -16 2296.122212665542 2288.673575165607 50 GTEX 1 100 100 0.5 0.0015 75 2436 -17 2294.102452438611 2290.120650955026 50 GTEX 1 100 100 0.5 0.0015 75 2436 -18 2293.066312688979 2284.814973896447 50 GTEX 1 100 100 0.5 0.0015 75 2436 -19 2290.6504877964244 2284.0884958709603 50 GTEX 1 100 100 0.5 0.0015 75 2436 -20 2290.0343290034625 2285.488979789241 50 GTEX 1 100 100 0.5 0.0015 75 2436 -21 2288.795904626763 2281.291645006535 50 GTEX 1 100 100 0.5 0.0015 75 2436 -22 2287.0672594656517 2279.162657531042 50 GTEX 1 100 100 0.5 0.0015 75 2436 -23 2285.31015566202 2279.975998098859 50 GTEX 1 100 100 0.5 0.0015 75 2436 -24 2284.4709438357418 2278.979833798717 50 GTEX 1 100 100 0.5 0.0015 75 2436 -25 2283.543723788473 2275.929343568055 50 GTEX 1 100 100 0.5 0.0015 75 2436 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0.5 0.0015 75 2436 -52 2271.4046968818907 2264.4778356515867 50 GTEX 1 100 100 0.5 0.0015 75 2436 -53 2270.102246542472 2264.685602572481 50 GTEX 1 100 100 0.5 0.0015 75 2436 -54 2270.6264913286373 2268.3153716692905 50 GTEX 1 100 100 0.5 0.0015 75 2436 -55 2270.739957353917 2262.319795905864 50 GTEX 1 100 100 0.5 0.0015 75 2436 -56 2269.869901362752 2262.566085989484 50 GTEX 1 100 100 0.5 0.0015 75 2436 -57 2269.6592270095707 2266.4262477164034 50 GTEX 1 100 100 0.5 0.0015 75 2436 -58 2269.042765123257 2264.590578028458 50 GTEX 1 100 100 0.5 0.0015 75 2436 -59 2269.1386203235998 2263.118796228909 50 GTEX 1 100 100 0.5 0.0015 75 2436 -60 2269.7565171388933 2263.112745625891 50 GTEX 1 100 100 0.5 0.0015 75 2436 -61 2269.223043104708 2262.1798258154113 50 GTEX 1 100 100 0.5 0.0015 75 2436 -62 2269.8372184968594 2262.202600979533 50 GTEX 1 100 100 0.5 0.0015 75 2436 -63 2268.670551503537 2265.428632496881 50 GTEX 1 100 100 0.5 0.0015 75 2436 -64 2269.298782633919 2261.2982887877256 50 GTEX 1 100 100 0.5 0.0015 75 2436 -65 2268.5084609284218 2264.346172376277 50 GTEX 1 100 100 0.5 0.0015 75 2436 -66 2268.429982289425 2263.697000133674 50 GTEX 1 100 100 0.5 0.0015 75 2436 -67 2268.343541035018 2263.298074352424 50 GTEX 1 100 100 0.5 0.0015 75 2436 -68 2269.099452760865 2260.8281212868346 50 GTEX 1 100 100 0.5 0.0015 75 2436 -69 2268.185426287532 2261.4938644583235 50 GTEX 1 100 100 0.5 0.0015 75 2436 -70 2268.3530440031823 2263.8706180006834 50 GTEX 1 100 100 0.5 0.0015 75 2436 -71 2268.285176339315 2264.916793997297 50 GTEX 1 100 100 0.5 0.0015 75 2436 -72 2268.169446668568 2263.181305511823 50 GTEX 1 100 100 0.5 0.0015 75 2436 -73 2268.818423433869 2261.207673627614 50 GTEX 1 100 100 0.5 0.0015 75 2436 -74 2267.7819867285707 2261.0255813888725 50 GTEX 1 100 100 0.5 0.0015 75 2436 -75 2267.47255771178 2261.649890275963 50 GTEX 1 100 100 0.5 0.0015 75 2436 -76 2267.6296249265547 2263.939871784399 50 GTEX 1 100 100 0.5 0.0015 75 2436 -77 2267.2790209628265 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2295.862124347858 2272.986203733959 50 GTEX 1 100 100 1.0 0.0025 25 624 -36 2295.4271838916598 2273.3300878720597 50 GTEX 1 100 100 1.0 0.0025 25 624 -37 2294.5290917525185 2273.8392751715483 50 GTEX 1 100 100 1.0 0.0025 25 624 -38 2294.3625024086546 2270.991832428558 50 GTEX 1 100 100 1.0 0.0025 25 624 -39 2294.307805470029 2270.577269579521 50 GTEX 1 100 100 1.0 0.0025 25 624 -40 2294.512905360603 2273.199561289508 50 GTEX 1 100 100 1.0 0.0025 25 624 -41 2293.5074425626112 2270.682006371792 50 GTEX 1 100 100 1.0 0.0025 25 624 -42 2293.076781027393 2268.9112488489186 50 GTEX 1 100 100 1.0 0.0025 25 624 -43 2292.766682744996 2269.702420426865 50 GTEX 1 100 100 1.0 0.0025 25 624 -44 2292.0829930098466 2270.783761492247 50 GTEX 1 100 100 1.0 0.0025 25 624 -45 2292.263025483877 2270.0474691064637 50 GTEX 1 100 100 1.0 0.0025 25 624 -46 2292.226817574989 2268.439600259179 50 GTEX 1 100 100 1.0 0.0025 25 624 -47 2292.203567996478 2271.2033552162547 50 GTEX 1 100 100 1.0 0.0025 25 624 -48 2291.970755862676 2268.8045895652626 50 GTEX 1 100 100 1.0 0.0025 25 624 -49 2291.716234503118 2268.446912410141 50 GTEX 1 100 100 1.0 0.0025 25 624 -50 2290.194182572728 2270.309870150606 50 GTEX 1 100 100 1.0 0.0025 25 624 -51 2291.2998604682307 2269.9014734768593 50 GTEX 1 100 100 1.0 0.0025 25 624 -52 2291.2741126454066 2272.4507578570583 50 GTEX 1 100 100 1.0 0.0025 25 624 -53 2290.7614776524288 2271.3424155811845 50 GTEX 1 100 100 1.0 0.0025 25 624 -54 2290.774224774216 2269.5158570728377 50 GTEX 1 100 100 1.0 0.0025 25 624 -55 2290.366277755749 2265.7983110667183 50 GTEX 1 100 100 1.0 0.0025 25 624 -56 2289.862568092205 2266.835861380109 50 GTEX 1 100 100 1.0 0.0025 25 624 -57 2289.176709046268 2267.926821864603 50 GTEX 1 100 100 1.0 0.0025 25 624 -58 2289.802782212843 2266.9815516018593 50 GTEX 1 100 100 1.0 0.0025 25 624 -59 2290.199666311059 2268.0588081853016 50 GTEX 1 100 100 1.0 0.0025 25 624 -60 2288.9637436085545 2266.629740783924 50 GTEX 1 100 100 1.0 0.0025 25 624 -61 2289.8961842473364 2267.3503441176035 50 GTEX 1 100 100 1.0 0.0025 25 624 -62 2288.696424607353 2266.7392443522754 50 GTEX 1 100 100 1.0 0.0025 25 624 -63 2289.6891251714424 2269.238483153369 50 GTEX 1 100 100 1.0 0.0025 25 624 -64 2288.970333961269 2269.164207313451 50 GTEX 1 100 100 1.0 0.0025 25 624 -65 2289.89773140828 2266.7841569443617 50 GTEX 1 100 100 1.0 0.0025 25 624 -66 2288.916851381773 2266.017993071233 50 GTEX 1 100 100 1.0 0.0025 25 624 -67 2288.7747590623185 2266.761135318887 50 GTEX 1 100 100 1.0 0.0025 25 624 -68 2288.760248851685 2265.1659840630937 50 GTEX 1 100 100 1.0 0.0025 25 624 -69 2288.913339387808 2267.7762483662077 50 GTEX 1 100 100 1.0 0.0025 25 624 -70 2288.152313035784 2265.569815399982 50 GTEX 1 100 100 1.0 0.0025 25 624 -71 2289.3097586981835 2267.568979009476 50 GTEX 1 100 100 1.0 0.0025 25 624 -72 2288.288008623293 2265.961509791617 50 GTEX 1 100 100 1.0 0.0025 25 624 -73 2288.050935852625 2264.423480479889 50 GTEX 1 100 100 1.0 0.0025 25 624 -74 2288.7101360936344 2267.213922884981 50 GTEX 1 100 100 1.0 0.0025 25 624 -75 2288.875865310503 2265.0406252784874 50 GTEX 1 100 100 1.0 0.0025 25 624 -76 2287.582205606688 2265.131228370812 50 GTEX 1 100 100 1.0 0.0025 25 624 -77 2288.672329756077 2264.72341605647 50 GTEX 1 100 100 1.0 0.0025 25 624 -78 2288.3216208069807 2267.3358511689044 50 GTEX 1 100 100 1.0 0.0025 25 624 -79 2288.1418555027913 2266.0425157438212 50 GTEX 1 100 100 1.0 0.0025 25 624 -80 2288.517792041392 2266.84188274195 50 GTEX 1 100 100 1.0 0.0025 25 624 -81 2287.340081469265 2266.6222197674074 50 GTEX 1 100 100 1.0 0.0025 25 624 -82 2288.3583536169226 2264.8295722062144 50 GTEX 1 100 100 1.0 0.0025 25 624 -83 2287.401555495818 2268.061944881773 50 GTEX 1 100 100 1.0 0.0025 25 624 -84 2288.131211544048 2265.4220133154113 50 GTEX 1 100 100 1.0 0.0025 25 624 -85 2287.89988712848 2267.6586603084893 50 GTEX 1 100 100 1.0 0.0025 25 624 -86 2288.639951530852 2265.10295540117 50 GTEX 1 100 100 1.0 0.0025 25 624 -87 2287.3558120993484 2264.3287302459603 50 GTEX 1 100 100 1.0 0.0025 25 624 -88 2287.149176033772 2265.9035793057865 50 GTEX 1 100 100 1.0 0.0025 25 624 -89 2287.0642433605717 2264.2762692527626 50 GTEX 1 100 100 1.0 0.0025 25 624 -90 2287.4499641693264 2267.3161096609133 50 GTEX 1 100 100 1.0 0.0025 25 624 -91 2287.468067066438 2264.0910152536835 50 GTEX 1 100 100 1.0 0.0025 25 624 -92 2287.3568520760027 2268.5643171303172 50 GTEX 1 100 100 1.0 0.0025 25 624 -93 2287.766552332073 2266.924728567609 50 GTEX 1 100 100 1.0 0.0025 25 624 -94 2287.329465439569 2264.327703555727 50 GTEX 1 100 100 1.0 0.0025 25 624 -95 2286.907674510388 2265.184918885902 50 GTEX 1 100 100 1.0 0.0025 25 624 -96 2286.6564425892248 2265.541313142377 50 GTEX 1 100 100 1.0 0.0025 25 624 -97 2286.699155928984 2264.615226484524 50 GTEX 1 100 100 1.0 0.0025 25 624 -98 2287.105621753732 2266.588954446887 50 GTEX 1 100 100 1.0 0.0025 25 624 -99 2287.358675793835 2263.905746401943 50 GTEX 1 100 100 1.0 0.0025 25 624 -0 2774.1118188045893 2567.044755710848 50 GTEX 1 100 100 1.0 0.0015 100 6501 -1 2421.109931027888 2443.0281597180965 50 GTEX 1 100 100 1.0 0.0015 100 6501 -2 2375.0728091969972 2390.0436178577265 50 GTEX 1 100 100 1.0 0.0015 100 6501 -3 2352.07924156878 2353.594844455501 50 GTEX 1 100 100 1.0 0.0015 100 6501 -4 2339.3883614318984 2351.622041071323 50 GTEX 1 100 100 1.0 0.0015 100 6501 -5 2327.3739233261763 2337.1362959132903 50 GTEX 1 100 100 1.0 0.0015 100 6501 -6 2321.5101170461785 2336.2766178261645 50 GTEX 1 100 100 1.0 0.0015 100 6501 -7 2315.581088032153 2324.817603745841 50 GTEX 1 100 100 1.0 0.0015 100 6501 -8 2310.1342310016457 2339.522736175885 50 GTEX 1 100 100 1.0 0.0015 100 6501 -9 2306.111953756305 2318.868271280151 50 GTEX 1 100 100 1.0 0.0015 100 6501 -10 2302.9220817471632 2316.423123551865 50 GTEX 1 100 100 1.0 0.0015 100 6501 -11 2299.7457851636773 2316.56403678633 50 GTEX 1 100 100 1.0 0.0015 100 6501 -12 2296.9791187944393 2310.0072638798124 50 GTEX 1 100 100 1.0 0.0015 100 6501 -13 2294.492775840997 2311.8101319287666 50 GTEX 1 100 100 1.0 0.0015 100 6501 -14 2292.674639124723 2304.5465375660942 50 GTEX 1 100 100 1.0 0.0015 100 6501 -15 2290.3595307889 2306.688020771447 50 GTEX 1 100 100 1.0 0.0015 100 6501 -16 2289.0802617913705 2305.4291386477394 50 GTEX 1 100 100 1.0 0.0015 100 6501 -17 2288.2020206034367 2301.6275049942074 50 GTEX 1 100 100 1.0 0.0015 100 6501 -18 2286.15765906302 2303.7004842431825 50 GTEX 1 100 100 1.0 0.0015 100 6501 -19 2284.066910700699 2298.006910432881 50 GTEX 1 100 100 1.0 0.0015 100 6501 -20 2283.286545094761 2296.024371361098 50 GTEX 1 100 100 1.0 0.0015 100 6501 -21 2282.705131068985 2296.6246969128742 50 GTEX 1 100 100 1.0 0.0015 100 6501 -22 2281.386999716738 2296.022594379381 50 GTEX 1 100 100 1.0 0.0015 100 6501 -23 2280.543332781801 2295.995060329655 50 GTEX 1 100 100 1.0 0.0015 100 6501 -24 2279.571742271261 2292.8161001459275 50 GTEX 1 100 100 1.0 0.0015 100 6501 -25 2278.056796284957 2293.813196682658 50 GTEX 1 100 100 1.0 0.0015 100 6501 -26 2277.198821502489 2290.5680952761113 50 GTEX 1 100 100 1.0 0.0015 100 6501 -27 2276.808478681291 2292.2013872385933 50 GTEX 1 100 100 1.0 0.0015 100 6501 -28 2275.6563406984874 2290.1388714576397 50 GTEX 1 100 100 1.0 0.0015 100 6501 -29 2275.184860949961 2301.4817699824 50 GTEX 1 100 100 1.0 0.0015 100 6501 -30 2274.654333958999 2286.971933111039 50 GTEX 1 100 100 1.0 0.0015 100 6501 -31 2273.2769687838345 2288.321486556485 50 GTEX 1 100 100 1.0 0.0015 100 6501 -32 2273.9357975917164 2288.588670389734 50 GTEX 1 100 100 1.0 0.0015 100 6501 -33 2272.6005791808884 2285.8143447469847 50 GTEX 1 100 100 1.0 0.0015 100 6501 -34 2272.519547109985 2288.04682347983 50 GTEX 1 100 100 1.0 0.0015 100 6501 -35 2271.548223562977 2294.7235696886883 50 GTEX 1 100 100 1.0 0.0015 100 6501 -36 2271.968759154951 2285.537059943485 50 GTEX 1 100 100 1.0 0.0015 100 6501 -37 2270.7448182719 2287.056263274567 50 GTEX 1 100 100 1.0 0.0015 100 6501 -38 2270.6850359255754 2284.314467513516 50 GTEX 1 100 100 1.0 0.0015 100 6501 -39 2270.0325506477684 2288.9089378676035 50 GTEX 1 100 100 1.0 0.0015 100 6501 -40 2269.747108428043 2287.4828205761346 50 GTEX 1 100 100 1.0 0.0015 100 6501 -41 2269.5269433047033 2284.3773441677317 50 GTEX 1 100 100 1.0 0.0015 100 6501 -42 2268.8835239557475 2287.177763616177 50 GTEX 1 100 100 1.0 0.0015 100 6501 -43 2269.8004222211857 2285.138763543771 50 GTEX 1 100 100 1.0 0.0015 100 6501 -44 2268.3424835221194 2283.663791903072 50 GTEX 1 100 100 1.0 0.0015 100 6501 -45 2268.555342014531 2284.7843959793845 50 GTEX 1 100 100 1.0 0.0015 100 6501 -46 2268.6916803311833 2281.9218601473385 50 GTEX 1 100 100 1.0 0.0015 100 6501 -47 2268.139929636336 2287.351208820996 50 GTEX 1 100 100 1.0 0.0015 100 6501 -48 2267.531928291615 2282.355259188228 50 GTEX 1 100 100 1.0 0.0015 100 6501 -49 2267.0948969219558 2280.5988240405177 50 GTEX 1 100 100 1.0 0.0015 100 6501 -50 2266.7352593682745 2282.6012649826225 50 GTEX 1 100 100 1.0 0.0015 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GTEX 1 100 100 1.0 0.0015 100 6501 -64 2264.5366520142748 2282.822488414924 50 GTEX 1 100 100 1.0 0.0015 100 6501 -65 2264.8347747954244 2281.6293840879725 50 GTEX 1 100 100 1.0 0.0015 100 6501 -66 2265.0594793819155 2287.7723226220887 50 GTEX 1 100 100 1.0 0.0015 100 6501 -67 2265.032178621503 2279.527931358424 50 GTEX 1 100 100 1.0 0.0015 100 6501 -68 2265.101907989802 2278.8784729700124 50 GTEX 1 100 100 1.0 0.0015 100 6501 -69 2263.905305312203 2279.294195487019 50 GTEX 1 100 100 1.0 0.0015 100 6501 -70 2265.069163618111 2283.131319807509 50 GTEX 1 100 100 1.0 0.0015 100 6501 -71 2263.8922533434397 2277.3620083304872 50 GTEX 1 100 100 1.0 0.0015 100 6501 -72 2264.4696239754708 2281.252878631476 50 GTEX 1 100 100 1.0 0.0015 100 6501 -73 2264.663106284701 2279.3041133518 50 GTEX 1 100 100 1.0 0.0015 100 6501 -74 2264.372589127446 2280.958672237033 50 GTEX 1 100 100 1.0 0.0015 100 6501 -75 2264.1406759840515 2281.6338456882722 50 GTEX 1 100 100 1.0 0.0015 100 6501 -76 2263.878581184765 2283.278124443025 50 GTEX 1 100 100 1.0 0.0015 100 6501 -77 2264.147357009464 2277.465811493732 50 GTEX 1 100 100 1.0 0.0015 100 6501 -78 2263.874793949129 2278.678143751485 50 GTEX 1 100 100 1.0 0.0015 100 6501 -79 2264.4587155804784 2277.873055693768 50 GTEX 1 100 100 1.0 0.0015 100 6501 -80 2263.4011962091176 2278.059444993168 50 GTEX 1 100 100 1.0 0.0015 100 6501 -81 2263.5327036257113 2277.461653444704 50 GTEX 1 100 100 1.0 0.0015 100 6501 -82 2263.3461224217594 2277.9019232340183 50 GTEX 1 100 100 1.0 0.0015 100 6501 -83 2264.650691706842 2278.280635935272 50 GTEX 1 100 100 1.0 0.0015 100 6501 -84 2263.364428404053 2278.152701142169 50 GTEX 1 100 100 1.0 0.0015 100 6501 -85 2263.888976696188 2305.902863825229 50 GTEX 1 100 100 1.0 0.0015 100 6501 -86 2263.775728919784 2276.519326329685 50 GTEX 1 100 100 1.0 0.0015 100 6501 -87 2263.508040548542 2279.325729080026 50 GTEX 1 100 100 1.0 0.0015 100 6501 -88 2263.4778824118484 2277.4305649673984 50 GTEX 1 100 100 1.0 0.0015 100 6501 -89 2263.575387669627 2276.520895838284 50 GTEX 1 100 100 1.0 0.0015 100 6501 -90 2263.666894216629 2276.878458349424 50 GTEX 1 100 100 1.0 0.0015 100 6501 -91 2264.7500759732 2275.9581881330946 50 GTEX 1 100 100 1.0 0.0015 100 6501 -92 2262.800385730325 2277.302568674994 50 GTEX 1 100 100 1.0 0.0015 100 6501 -93 2263.7213208392063 2278.312389997475 50 GTEX 1 100 100 1.0 0.0015 100 6501 -94 2262.9082580289173 2278.8551522026496 50 GTEX 1 100 100 1.0 0.0015 100 6501 -95 2263.591764819777 2280.867890216552 50 GTEX 1 100 100 1.0 0.0015 100 6501 -96 2262.537072033115 2276.637463935881 50 GTEX 1 100 100 1.0 0.0015 100 6501 -97 2263.3741180816423 2275.9309495120897 50 GTEX 1 100 100 1.0 0.0015 100 6501 -98 2263.324201600585 2276.7890093553196 50 GTEX 1 100 100 1.0 0.0015 100 6501 -99 2263.8416979499507 2276.435233112524 50 GTEX 1 100 100 1.0 0.0015 100 6501 -0 3373.226431107111 2896.549185517169 50 GTEX 1 50 100 0.5 0.0015 25 5680 -1 2572.986666316629 2521.507416583739 50 GTEX 1 50 100 0.5 0.0015 25 5680 -2 2487.502370771289 2490.741708037518 50 GTEX 1 50 100 0.5 0.0015 25 5680 -3 2443.791272943597 2422.7437827686845 50 GTEX 1 50 100 0.5 0.0015 25 5680 -4 2419.4907740787075 2418.303056492098 50 GTEX 1 50 100 0.5 0.0015 25 5680 -5 2403.758156519852 2391.620575299281 50 GTEX 1 50 100 0.5 0.0015 25 5680 -6 2391.4670422019008 2384.31923289716 50 GTEX 1 50 100 0.5 0.0015 25 5680 -7 2379.1433858237824 2370.2063995477365 50 GTEX 1 50 100 0.5 0.0015 25 5680 -8 2369.930392379656 2362.844092539508 50 GTEX 1 50 100 0.5 0.0015 25 5680 -9 2361.755318691326 2353.4148366949853 50 GTEX 1 50 100 0.5 0.0015 25 5680 -10 2355.628692823592 2348.9913144419857 50 GTEX 1 50 100 0.5 0.0015 25 5680 -11 2349.495073527409 2347.3964490999288 50 GTEX 1 50 100 0.5 0.0015 25 5680 -12 2344.700908031889 2337.0639226064936 50 GTEX 1 50 100 0.5 0.0015 25 5680 -13 2339.683092883916 2345.7445059076463 50 GTEX 1 50 100 0.5 0.0015 25 5680 -14 2335.1139806108968 2329.836886677905 50 GTEX 1 50 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100 0.5 0.0015 25 5680 -28 2304.753676628354 2301.6687304130523 50 GTEX 1 50 100 0.5 0.0015 25 5680 -29 2303.310444752165 2301.6650608773466 50 GTEX 1 50 100 0.5 0.0015 25 5680 -30 2302.3525242598466 2299.6010319814936 50 GTEX 1 50 100 0.5 0.0015 25 5680 -31 2301.496424333994 2298.3842657401087 50 GTEX 1 50 100 0.5 0.0015 25 5680 -32 2300.3669886183584 2298.931082721899 50 GTEX 1 50 100 0.5 0.0015 25 5680 -33 2299.1584904099436 2296.379242755614 50 GTEX 1 50 100 0.5 0.0015 25 5680 -34 2298.3684606571264 2297.7442121034337 50 GTEX 1 50 100 0.5 0.0015 25 5680 -35 2297.79327666582 2295.487036875445 50 GTEX 1 50 100 0.5 0.0015 25 5680 -36 2297.095109110512 2295.899937154676 50 GTEX 1 50 100 0.5 0.0015 25 5680 -37 2296.514802266466 2295.463834233157 50 GTEX 1 50 100 0.5 0.0015 25 5680 -38 2295.489868537997 2293.5544962719823 50 GTEX 1 50 100 0.5 0.0015 25 5680 -39 2295.126470697761 2296.1457779452826 50 GTEX 1 50 100 0.5 0.0015 25 5680 -40 2294.7612475665883 2292.940387450244 50 GTEX 1 50 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9608 -90 2285.4260605404793 2295.322854161716 100 GTEX 1 100 100 0.5 0.0015 25 9608 -91 2284.549257530889 2295.130449070223 100 GTEX 1 100 100 0.5 0.0015 25 9608 -92 2285.083144982035 2296.1085116890445 100 GTEX 1 100 100 0.5 0.0015 25 9608 -93 2284.4451352292012 2295.102179813748 100 GTEX 1 100 100 0.5 0.0015 25 9608 -94 2284.3263459480136 2299.104644427281 100 GTEX 1 100 100 0.5 0.0015 25 9608 -95 2284.592379929335 2295.089076981345 100 GTEX 1 100 100 0.5 0.0015 25 9608 -96 2284.252874860948 2294.541219849097 100 GTEX 1 100 100 0.5 0.0015 25 9608 -97 2283.8304746762187 2297.4358857013426 100 GTEX 1 100 100 0.5 0.0015 25 9608 -98 2284.007389412317 2294.98915477216 100 GTEX 1 100 100 0.5 0.0015 25 9608 -99 2283.45394853298 2295.151347693381 100 GTEX 1 100 100 0.5 0.0015 25 9608 -0 3747.8390260452425 3255.9768813680785 50 GTEX 1 50 100 0.0 0.0005 50 6161 -1 2723.8609067393645 2729.7262194963464 50 GTEX 1 50 100 0.0 0.0005 50 6161 -2 2568.948166472186 2509.6373133206093 50 GTEX 1 50 100 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2385.6509356927354 2371.848275884476 50 GTEX 1 50 100 0.0 0.001 50 401 -6 2375.032028351362 2363.393792794231 50 GTEX 1 50 100 0.0 0.001 50 401 -7 2364.778569997673 2354.6849996472492 50 GTEX 1 50 100 0.0 0.001 50 401 -8 2357.2579307664946 2340.5417160208235 50 GTEX 1 50 100 0.0 0.001 50 401 -9 2349.617721788103 2336.411911184797 50 GTEX 1 50 100 0.0 0.001 50 401 -10 2343.4303609175704 2332.519225378 50 GTEX 1 50 100 0.0 0.001 50 401 -11 2338.494683474916 2326.130672788439 50 GTEX 1 50 100 0.0 0.001 50 401 -12 2334.105556224913 2322.943206671073 50 GTEX 1 50 100 0.0 0.001 50 401 -13 2329.7199484733565 2319.611752818293 50 GTEX 1 50 100 0.0 0.001 50 401 -14 2325.812665382257 2310.674331723057 50 GTEX 1 50 100 0.0 0.001 50 401 -15 2322.461182053243 2309.2219479637 50 GTEX 1 50 100 0.0 0.001 50 401 -16 2318.173415481698 2312.184157686995 50 GTEX 1 50 100 0.0 0.001 50 401 -17 2315.254275387943 2302.710154022101 50 GTEX 1 50 100 0.0 0.001 50 401 -18 2313.186967001327 2298.835795935569 50 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2291.742673047659 2284.7102514926924 100 GTEX 1 50 100 0.0 0.0015 125 9521 -22 2290.378591345471 2280.80864851919 100 GTEX 1 50 100 0.0 0.0015 125 9521 -23 2289.187338614975 2278.8953267956867 100 GTEX 1 50 100 0.0 0.0015 125 9521 -24 2287.618902776792 2291.0575345695693 100 GTEX 1 50 100 0.0 0.0015 125 9521 -25 2286.274549194736 2277.198707261466 100 GTEX 1 50 100 0.0 0.0015 125 9521 -26 2285.072047427701 2276.390104228553 100 GTEX 1 50 100 0.0 0.0015 125 9521 -27 2284.771019896623 2278.893445149121 100 GTEX 1 50 100 0.0 0.0015 125 9521 -28 2283.612803129456 2274.6536396447245 100 GTEX 1 50 100 0.0 0.0015 125 9521 -29 2282.4686802418514 2273.1105019456986 100 GTEX 1 50 100 0.0 0.0015 125 9521 -30 2282.2056011176983 2272.5268071976 100 GTEX 1 50 100 0.0 0.0015 125 9521 -31 2281.275794551757 2275.486818262833 100 GTEX 1 50 100 0.0 0.0015 125 9521 -32 2280.3136631687703 2272.4678328481464 100 GTEX 1 50 100 0.0 0.0015 125 9521 -33 2280.265537215624 2273.658502963106 100 GTEX 1 50 100 0.0 0.0015 125 9521 -34 2279.8215654130795 2269.944770377852 100 GTEX 1 50 100 0.0 0.0015 125 9521 -35 2278.2454969503437 2269.339986706868 100 GTEX 1 50 100 0.0 0.0015 125 9521 -36 2278.178283543122 2272.317120106048 100 GTEX 1 50 100 0.0 0.0015 125 9521 -37 2277.1467027012422 2271.283532668429 100 GTEX 1 50 100 0.0 0.0015 125 9521 -38 2276.5306007979198 2267.564502324441 100 GTEX 1 50 100 0.0 0.0015 125 9521 -39 2275.3210171733467 2266.074500022279 100 GTEX 1 50 100 0.0 0.0015 125 9521 -40 2275.224099405542 2267.200056068797 100 GTEX 1 50 100 0.0 0.0015 125 9521 -41 2275.323481454081 2266.894217487524 100 GTEX 1 50 100 0.0 0.0015 125 9521 -42 2274.600066245742 2267.857519345592 100 GTEX 1 50 100 0.0 0.0015 125 9521 -43 2273.6637324575663 2265.204208316005 100 GTEX 1 50 100 0.0 0.0015 125 9521 -44 2273.874592230742 2265.201739061015 100 GTEX 1 50 100 0.0 0.0015 125 9521 -45 2273.0802499801944 2262.5262186608843 100 GTEX 1 50 100 0.0 0.0015 125 9521 -46 2272.2109057542402 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8608 -20 2327.884768049128 2314.481418392051 100 GTEX 1 50 100 0.0 0.0025 25 8608 -21 2326.6235094192325 2314.980311868762 100 GTEX 1 50 100 0.0 0.0025 25 8608 -22 2323.5358338969 2307.3495462511883 100 GTEX 1 50 100 0.0 0.0025 25 8608 -23 2322.242080632064 2306.0940646907675 100 GTEX 1 50 100 0.0 0.0025 25 8608 -24 2320.225481545269 2304.9269945267943 100 GTEX 1 50 100 0.0 0.0025 25 8608 -25 2317.7136690795164 2303.447475418845 100 GTEX 1 50 100 0.0 0.0025 25 8608 -26 2316.397865508972 2301.137034369059 100 GTEX 1 50 100 0.0 0.0025 25 8608 -27 2314.968329542754 2300.2921769174786 100 GTEX 1 50 100 0.0 0.0025 25 8608 -28 2313.9298266552564 2301.151679093393 100 GTEX 1 50 100 0.0 0.0025 25 8608 -29 2312.3704872022554 2296.1773082892705 100 GTEX 1 50 100 0.0 0.0025 25 8608 -30 2310.6631447354957 2294.266465103672 100 GTEX 1 50 100 0.0 0.0025 25 8608 -31 2310.470729790407 2297.1901224230633 100 GTEX 1 50 100 0.0 0.0025 25 8608 -32 2308.690911160561 2292.704605624703 100 GTEX 1 50 100 0.0 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3699.182485588302 3567.027003995366 100 GTEX 1 50 100 0.0 0.0005 25 7237 -2 3161.854701642465 2833.2006446055125 100 GTEX 1 50 100 0.0 0.0005 25 7237 -3 2884.780152953186 2838.9673687024715 100 GTEX 1 50 100 0.0 0.0005 25 7237 -4 2750.470440777627 2855.210886443976 100 GTEX 1 50 100 0.0 0.0005 25 7237 -5 2659.193658651641 2679.351354562737 100 GTEX 1 50 100 0.0 0.0005 25 7237 -6 2609.141407039131 2614.8762615479445 100 GTEX 1 50 100 0.0 0.0005 25 7237 -7 2575.405997942277 2605.844793399477 100 GTEX 1 50 100 0.0 0.0005 25 7237 -8 2550.670399092943 2535.532996116029 100 GTEX 1 50 100 0.0 0.0005 25 7237 -9 2530.4917618592467 2552.492973762773 100 GTEX 1 50 100 0.0 0.0005 25 7237 -10 2515.0604059403304 2506.8771276437733 100 GTEX 1 50 100 0.0 0.0005 25 7237 -11 2498.664628250189 2518.517137186609 100 GTEX 1 50 100 0.0 0.0005 25 7237 -12 2490.2196224539434 2496.8369706882722 100 GTEX 1 50 100 0.0 0.0005 25 7237 -13 2478.483305392251 2477.5272304984555 100 GTEX 1 50 100 0.0 0.0005 25 7237 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2565.607316513932 50 GTEX 1 50 100 0.5 0.0005 100 5176 -2 2467.929726440778 2456.660957365435 50 GTEX 1 50 100 0.5 0.0005 100 5176 -3 2427.5044331109875 2443.3973430444985 50 GTEX 1 50 100 0.5 0.0005 100 5176 -4 2403.061431836412 2403.880805069956 50 GTEX 1 50 100 0.5 0.0005 100 5176 -5 2386.921197585197 2405.2689965541826 50 GTEX 1 50 100 0.5 0.0005 100 5176 -6 2372.843968816225 2375.832650884476 50 GTEX 1 50 100 0.5 0.0005 100 5176 -7 2362.089768112052 2367.5218218089058 50 GTEX 1 50 100 0.5 0.0005 100 5176 -8 2352.467115828338 2368.514534257664 50 GTEX 1 50 100 0.5 0.0005 100 5176 -9 2344.9106893002504 2350.4743921548247 50 GTEX 1 50 100 0.5 0.0005 100 5176 -10 2341.384317290283 2370.3235759082404 50 GTEX 1 50 100 0.5 0.0005 100 5176 -11 2334.390958162853 2345.7830996205143 50 GTEX 1 50 100 0.5 0.0005 100 5176 -12 2330.2482876888957 2337.907348168667 50 GTEX 1 50 100 0.5 0.0005 100 5176 -13 2327.3555409838536 2340.6990038505523 50 GTEX 1 50 100 0.5 0.0005 100 5176 -14 2322.683565511489 2333.1110737731697 50 GTEX 1 50 100 0.5 0.0005 100 5176 -15 2319.722166447223 2328.934187392318 50 GTEX 1 50 100 0.5 0.0005 100 5176 -16 2317.3554943322856 2334.200901278072 50 GTEX 1 50 100 0.5 0.0005 100 5176 -17 2313.6238883568412 2320.9191694948613 50 GTEX 1 50 100 0.5 0.0005 100 5176 -18 2311.0790804158523 2327.211163074798 50 GTEX 1 50 100 0.5 0.0005 100 5176 -19 2308.534503076476 2320.4152395734313 50 GTEX 1 50 100 0.5 0.0005 100 5176 -20 2306.5555547446475 2315.956284439609 50 GTEX 1 50 100 0.5 0.0005 100 5176 -21 2304.610194896788 2313.8764680927693 50 GTEX 1 50 100 0.5 0.0005 100 5176 -22 2302.6982685692324 2314.518813216641 50 GTEX 1 50 100 0.5 0.0005 100 5176 -23 2300.439117409076 2310.3248866556264 50 GTEX 1 50 100 0.5 0.0005 100 5176 -24 2298.417552418929 2308.4429945565 50 GTEX 1 50 100 0.5 0.0005 100 5176 -25 2296.878865710329 2306.945210852097 50 GTEX 1 50 100 0.5 0.0005 100 5176 -26 2295.180069609606 2309.833477063777 50 GTEX 1 50 100 0.5 0.0005 100 5176 -27 2293.6391751394235 2303.7805742038972 50 GTEX 1 50 100 0.5 0.0005 100 5176 -28 2292.624898676612 2304.404547049519 50 GTEX 1 50 100 0.5 0.0005 100 5176 -29 2291.051166170563 2302.67221196976 50 GTEX 1 50 100 0.5 0.0005 100 5176 -30 2289.0077202799853 2300.915467468958 50 GTEX 1 50 100 0.5 0.0005 100 5176 -31 2288.3365141071868 2299.5507380844524 50 GTEX 1 50 100 0.5 0.0005 100 5176 -32 2287.681058447477 2301.3852789701164 50 GTEX 1 50 100 0.5 0.0005 100 5176 -33 2286.453321999074 2296.018777477424 50 GTEX 1 50 100 0.5 0.0005 100 5176 -34 2285.191925606506 2296.3169144895137 50 GTEX 1 50 100 0.5 0.0005 100 5176 -35 2283.989504660928 2298.077596802222 50 GTEX 1 50 100 0.5 0.0005 100 5176 -36 2282.418496977783 2294.6041310821647 50 GTEX 1 50 100 0.5 0.0005 100 5176 -37 2282.4998643519925 2294.840407222849 50 GTEX 1 50 100 0.5 0.0005 100 5176 -38 2281.1002685572657 2293.484458082076 50 GTEX 1 50 100 0.5 0.0005 100 5176 -39 2280.262823120775 2294.5325602832404 50 GTEX 1 50 100 0.5 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0.0005 25 8982 -16 2389.1700863030787 2381.258312849037 50 GTEX 1 50 100 1.0 0.0005 25 8982 -17 2383.69315533564 2366.5087431120787 50 GTEX 1 50 100 1.0 0.0005 25 8982 -18 2379.8132321897783 2364.3115099772754 50 GTEX 1 50 100 1.0 0.0005 25 8982 -19 2373.5975440180364 2358.472816380258 50 GTEX 1 50 100 1.0 0.0005 25 8982 -20 2369.099740097386 2354.199336178856 50 GTEX 1 50 100 1.0 0.0005 25 8982 -21 2365.523888877771 2362.043623195402 50 GTEX 1 50 100 1.0 0.0005 25 8982 -22 2360.9602458241047 2349.2592232707793 50 GTEX 1 50 100 1.0 0.0005 25 8982 -23 2357.528923791402 2344.8434629259 50 GTEX 1 50 100 1.0 0.0005 25 8982 -24 2355.1591187232625 2340.704893395021 50 GTEX 1 50 100 1.0 0.0005 25 8982 -25 2350.127186124952 2339.5847056573793 50 GTEX 1 50 100 1.0 0.0005 25 8982 -26 2346.517796244933 2331.4485304219643 50 GTEX 1 50 100 1.0 0.0005 25 8982 -27 2343.587231468522 2333.855132244386 50 GTEX 1 50 100 1.0 0.0005 25 8982 -28 2341.088266158515 2326.0184328492605 50 GTEX 1 50 100 1.0 0.0005 25 8982 -29 2337.980892972381 2325.8798326847673 50 GTEX 1 50 100 1.0 0.0005 25 8982 -30 2335.916936277827 2324.470574556648 50 GTEX 1 50 100 1.0 0.0005 25 8982 -31 2333.311508325384 2320.309914708591 50 GTEX 1 50 100 1.0 0.0005 25 8982 -32 2331.473658523729 2318.929552897754 50 GTEX 1 50 100 1.0 0.0005 25 8982 -33 2329.5921786493545 2314.815112676004 50 GTEX 1 50 100 1.0 0.0005 25 8982 -34 2327.8003095250283 2315.676522026497 50 GTEX 1 50 100 1.0 0.0005 25 8982 -35 2325.7927023022407 2322.7958647869386 50 GTEX 1 50 100 1.0 0.0005 25 8982 -36 2324.0834124355492 2311.526642425885 50 GTEX 1 50 100 1.0 0.0005 25 8982 -37 2322.524772395022 2314.898938777329 50 GTEX 1 50 100 1.0 0.0005 25 8982 -38 2320.6908500158033 2307.635936432465 50 GTEX 1 50 100 1.0 0.0005 25 8982 -39 2318.7266776718634 2307.1571576368674 50 GTEX 1 50 100 1.0 0.0005 25 8982 -40 2317.507450247612 2306.867374550707 50 GTEX 1 50 100 1.0 0.0005 25 8982 -41 2316.7590397792164 2306.854534656829 50 GTEX 1 50 100 1.0 0.0005 25 8982 -42 2314.607918563332 2300.7553594901087 50 GTEX 1 50 100 1.0 0.0005 25 8982 -43 2313.5768415532243 2299.2414360481525 50 GTEX 1 50 100 1.0 0.0005 25 8982 -44 2312.080841957383 2300.808131925053 50 GTEX 1 50 100 1.0 0.0005 25 8982 -45 2311.444198355348 2300.884853812678 50 GTEX 1 50 100 1.0 0.0005 25 8982 -46 2310.229297432033 2297.779557492797 50 GTEX 1 50 100 1.0 0.0005 25 8982 -47 2309.899917481655 2302.75030262298 50 GTEX 1 50 100 1.0 0.0005 25 8982 -48 2307.9671249059234 2296.9855706392586 50 GTEX 1 50 100 1.0 0.0005 25 8982 -49 2307.385809573097 2294.3468790380675 50 GTEX 1 50 100 1.0 0.0005 25 8982 -0 3459.538468949707 4859.271898392942 150 GTEX 1 50 100 0.0 0.002 50 6562 -1 2599.037549225269 2850.108391011169 150 GTEX 1 50 100 0.0 0.002 50 6562 -2 2509.4196807258522 2545.404642663528 150 GTEX 1 50 100 0.0 0.002 50 6562 -3 2462.252649210745 2492.816564987821 150 GTEX 1 50 100 0.0 0.002 50 6562 -4 2434.0136892049354 2461.775174797261 150 GTEX 1 50 100 0.0 0.002 50 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GTEX 1 100 100 1.0 0.0025 50 1822 -95 2270.3245084074947 2300.4458031019785 50 GTEX 1 100 100 1.0 0.0025 50 1822 -96 2270.380272942359 2295.01350339012 50 GTEX 1 100 100 1.0 0.0025 50 1822 -97 2270.742624745621 2293.3377634490853 50 GTEX 1 100 100 1.0 0.0025 50 1822 -98 2270.2191123039656 2293.1967875549553 50 GTEX 1 100 100 1.0 0.0025 50 1822 -99 2271.001559565258 2295.3950188350314 50 GTEX 1 100 100 1.0 0.0025 50 1822 -0 2611.427545860373 2431.206683604889 50 GTEX 1 50 100 0.5 0.0025 125 8141 -1 2375.91620811107 2343.14118197481 50 GTEX 1 50 100 0.5 0.0025 125 8141 -2 2342.707356547332 2325.0816153754754 50 GTEX 1 50 100 0.5 0.0025 125 8141 -3 2327.034177908087 2313.7743537235624 50 GTEX 1 50 100 0.5 0.0025 125 8141 -4 2318.205451002289 2303.4538448899416 50 GTEX 1 50 100 0.5 0.0025 125 8141 -5 2310.989640798918 2297.470449701461 50 GTEX 1 50 100 0.5 0.0025 125 8141 -6 2307.0131055316747 2294.2131960328547 50 GTEX 1 50 100 0.5 0.0025 125 8141 -7 2302.5090779979137 2297.0559699345 50 GTEX 1 50 100 0.5 0.0025 125 8141 -8 2298.2988036258357 2291.4322013129754 50 GTEX 1 50 100 0.5 0.0025 125 8141 -9 2296.742045379055 2297.173958085789 50 GTEX 1 50 100 0.5 0.0025 125 8141 -10 2294.219735485354 2290.095051928618 50 GTEX 1 50 100 0.5 0.0025 125 8141 -11 2291.7894807394273 2286.1504458583354 50 GTEX 1 50 100 0.5 0.0025 125 8141 -12 2290.815315882432 2294.472734226473 50 GTEX 1 50 100 0.5 0.0025 125 8141 -13 2289.7017779327616 2280.808608138516 50 GTEX 1 50 100 0.5 0.0025 125 8141 -14 2289.112463029471 2277.4173871754692 50 GTEX 1 50 100 0.5 0.0025 125 8141 -15 2286.5937575818466 2276.4630753549786 50 GTEX 1 50 100 0.5 0.0025 125 8141 -16 2287.515207276345 2278.1174636666765 50 GTEX 1 50 100 0.5 0.0025 125 8141 -17 2285.692666848081 2276.9597154044377 50 GTEX 1 50 100 0.5 0.0025 125 8141 -18 2283.87576004146 2276.008169892169 50 GTEX 1 50 100 0.5 0.0025 125 8141 -19 2283.489756847594 2275.4126770251605 50 GTEX 1 50 100 0.5 0.0025 125 8141 -20 2282.524997271567 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8141 -46 2273.853177149696 2266.336401645675 50 GTEX 1 50 100 0.5 0.0025 125 8141 -47 2273.630064415783 2265.9304018201933 50 GTEX 1 50 100 0.5 0.0025 125 8141 -48 2274.403247691818 2263.604783206838 50 GTEX 1 50 100 0.5 0.0025 125 8141 -49 2272.953066666199 2265.8484842858843 50 GTEX 1 50 100 0.5 0.0025 125 8141 -0 3268.0655021792395 2838.7624404965245 50 GTEX 1 100 100 0.0 0.0005 100 2472 -1 2546.661199450229 2765.0307826053054 50 GTEX 1 100 100 0.0 0.0005 100 2472 -2 2474.541755680299 2459.6088263798124 50 GTEX 1 100 100 0.0 0.0005 100 2472 -3 2432.2590065635072 2394.271812525992 50 GTEX 1 100 100 0.0 0.0005 100 2472 -4 2406.7497706620284 2384.9669249792064 50 GTEX 1 100 100 0.0 0.0005 100 2472 -5 2391.348896913497 2410.361572265625 50 GTEX 1 100 100 0.0 0.0005 100 2472 -6 2375.283140303984 2351.872234620069 50 GTEX 1 100 100 0.0 0.0005 100 2472 -7 2365.629844387494 2359.4861503572065 50 GTEX 1 100 100 0.0 0.0005 100 2472 -8 2356.810155997272 2335.3491628668608 50 GTEX 1 100 100 0.0 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2316.095088505425 2309.510288717176 150 GTEX 1 50 100 0.5 0.001 75 7082 -32 2315.19097815933 2304.317587036597 150 GTEX 1 50 100 0.5 0.001 75 7082 -33 2313.587784350201 2305.097378226741 150 GTEX 1 50 100 0.5 0.001 75 7082 -34 2311.9829180217707 2302.002503137625 150 GTEX 1 50 100 0.5 0.001 75 7082 -35 2310.791493900276 2310.892146005377 150 GTEX 1 50 100 0.5 0.001 75 7082 -36 2309.685278828348 2307.541332636496 150 GTEX 1 50 100 0.5 0.001 75 7082 -37 2307.479007000881 2297.700837690114 150 GTEX 1 50 100 0.5 0.001 75 7082 -38 2305.977752231023 2297.979179353315 150 GTEX 1 50 100 0.5 0.001 75 7082 -39 2305.837309607964 2296.8112342747445 150 GTEX 1 50 100 0.5 0.001 75 7082 -40 2305.101233618053 2295.807294606256 150 GTEX 1 50 100 0.5 0.001 75 7082 -41 2303.934653841758 2295.1350793874767 150 GTEX 1 50 100 0.5 0.001 75 7082 -42 2302.4457959845718 2296.3867391724093 150 GTEX 1 50 100 0.5 0.001 75 7082 -43 2301.855326371169 2292.5709938658506 150 GTEX 1 50 100 0.5 0.001 75 7082 -44 2301.051571722001 2290.9049062982713 150 GTEX 1 50 100 0.5 0.001 75 7082 -45 2299.1059887770098 2292.679950670597 150 GTEX 1 50 100 0.5 0.001 75 7082 -46 2298.018546641459 2294.574240100701 150 GTEX 1 50 100 0.5 0.001 75 7082 -47 2298.009740171657 2294.866780444243 150 GTEX 1 50 100 0.5 0.001 75 7082 -48 2297.222137074013 2289.4067693790107 150 GTEX 1 50 100 0.5 0.001 75 7082 -49 2296.2886467620665 2288.643701821679 150 GTEX 1 50 100 0.5 0.001 75 7082 -0 4079.582199726889 4167.143352784132 150 GTEX 1 50 100 0.5 0.0005 100 6353 -1 2868.4314087339576 3183.842926605573 150 GTEX 1 50 100 0.5 0.0005 100 6353 -2 2640.8080646196163 2762.8137313784755 150 GTEX 1 50 100 0.5 0.0005 100 6353 -3 2562.8246834088973 2621.979974434856 150 GTEX 1 50 100 0.5 0.0005 100 6353 -4 2516.010456166197 2575.199849988118 150 GTEX 1 50 100 0.5 0.0005 100 6353 -5 2489.546587173496 2460.406641274804 150 GTEX 1 50 100 0.5 0.0005 100 6353 -6 2464.67793769228 2443.9422082937267 150 GTEX 1 50 100 0.5 0.0005 100 6353 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0.5 0.0005 100 6353 -20 2357.5393002450533 2345.7931089219933 150 GTEX 1 50 100 0.5 0.0005 100 6353 -21 2354.455742078156 2342.78394250906 150 GTEX 1 50 100 0.5 0.0005 100 6353 -22 2351.732088944244 2330.9510799741565 150 GTEX 1 50 100 0.5 0.0005 100 6353 -23 2349.1135983723475 2337.906581400012 150 GTEX 1 50 100 0.5 0.0005 100 6353 -24 2346.1273873533555 2332.188490022725 150 GTEX 1 50 100 0.5 0.0005 100 6353 -25 2343.249805141379 2340.1964914300147 150 GTEX 1 50 100 0.5 0.0005 100 6353 -26 2341.834135547741 2323.925088744653 150 GTEX 1 50 100 0.5 0.0005 100 6353 -27 2339.847435886459 2322.825734185629 150 GTEX 1 50 100 0.5 0.0005 100 6353 -28 2337.316744518995 2328.3297091291884 150 GTEX 1 50 100 0.5 0.0005 100 6353 -29 2337.129772127852 2321.559691918667 150 GTEX 1 50 100 0.5 0.0005 100 6353 -30 2334.685987395773 2321.494691565916 150 GTEX 1 50 100 0.5 0.0005 100 6353 -31 2332.231664025571 2316.639845699412 150 GTEX 1 50 100 0.5 0.0005 100 6353 -32 2330.689643496405 2314.959013616177 150 GTEX 1 50 100 0.5 0.0005 100 6353 -33 2329.231252516967 2312.2918130272697 150 GTEX 1 50 100 0.5 0.0005 100 6353 -34 2328.0932043649154 2308.831919855038 150 GTEX 1 50 100 0.5 0.0005 100 6353 -35 2326.378503457941 2312.705080909874 150 GTEX 1 50 100 0.5 0.0005 100 6353 -36 2326.399546822185 2313.1939748321647 150 GTEX 1 50 100 0.5 0.0005 100 6353 -37 2323.559144800689 2307.376916921637 150 GTEX 1 50 100 0.5 0.0005 100 6353 -38 2323.273248779065 2309.212348502852 150 GTEX 1 50 100 0.5 0.0005 100 6353 -39 2320.6019238755757 2302.622556273021 150 GTEX 1 50 100 0.5 0.0005 100 6353 -40 2320.6841197341755 2302.5973708004103 150 GTEX 1 50 100 0.5 0.0005 100 6353 -41 2318.333714987341 2300.8479198847435 150 GTEX 1 50 100 0.5 0.0005 100 6353 -42 2317.217003544797 2300.474452493762 150 GTEX 1 50 100 0.5 0.0005 100 6353 -43 2316.821205275356 2298.053246791825 150 GTEX 1 50 100 0.5 0.0005 100 6353 -44 2315.8372742518013 2299.508746825244 150 GTEX 1 50 100 0.5 0.0005 100 6353 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2202 -8 2297.455102469433 2304.623403803024 50 GTEX 1 50 100 1.0 0.0025 125 2202 -9 2294.44611547947 2302.008051070877 50 GTEX 1 50 100 1.0 0.0025 125 2202 -10 2293.130976738894 2300.680617647933 50 GTEX 1 50 100 1.0 0.0025 125 2202 -11 2291.048932181979 2302.986099301182 50 GTEX 1 50 100 1.0 0.0025 125 2202 -12 2289.056871587653 2301.7201739989305 50 GTEX 1 50 100 1.0 0.0025 125 2202 -13 2287.3294207995127 2295.3428040711146 50 GTEX 1 50 100 1.0 0.0025 125 2202 -14 2286.4031242418155 2293.816752502673 50 GTEX 1 50 100 1.0 0.0025 125 2202 -15 2285.3846276044424 2293.41554451714 50 GTEX 1 50 100 1.0 0.0025 125 2202 -16 2285.735692332989 2291.192772694867 50 GTEX 1 50 100 1.0 0.0025 125 2202 -17 2282.355744326922 2294.3217457818437 50 GTEX 1 50 100 1.0 0.0025 125 2202 -18 2282.3620192335466 2291.6793565641337 50 GTEX 1 50 100 1.0 0.0025 125 2202 -19 2280.801016209885 2297.0046451699145 50 GTEX 1 50 100 1.0 0.0025 125 2202 -20 2280.325756214432 2290.6769560027037 50 GTEX 1 50 100 1.0 0.0025 125 2202 -21 2279.6622043801826 2287.4603201862524 50 GTEX 1 50 100 1.0 0.0025 125 2202 -22 2279.2769395395685 2300.0079364268954 50 GTEX 1 50 100 1.0 0.0025 125 2202 -23 2278.0725949195644 2292.56024425202 50 GTEX 1 50 100 1.0 0.0025 125 2202 -24 2277.3853914110364 2287.734792266962 50 GTEX 1 50 100 1.0 0.0025 125 2202 -25 2277.024404649663 2287.4475728894367 50 GTEX 1 50 100 1.0 0.0025 125 2202 -26 2276.814182086871 2287.301632029022 50 GTEX 1 50 100 1.0 0.0025 125 2202 -27 2276.4400821346107 2287.8687089695222 50 GTEX 1 50 100 1.0 0.0025 125 2202 -28 2277.0693140945605 2282.670576320402 50 GTEX 1 50 100 1.0 0.0025 125 2202 -29 2277.015496521222 2288.755192861811 50 GTEX 1 50 100 1.0 0.0025 125 2202 -30 2275.657170240209 2286.796014009773 50 GTEX 1 50 100 1.0 0.0025 125 2202 -31 2275.111192244895 2285.1839673872682 50 GTEX 1 50 100 1.0 0.0025 125 2202 -32 2275.424036909462 2289.736161032557 50 GTEX 1 50 100 1.0 0.0025 125 2202 -33 2273.924054033089 2284.232918510872 50 GTEX 1 50 100 1.0 0.0025 125 2202 -34 2273.9417620552395 2282.309658964324 50 GTEX 1 50 100 1.0 0.0025 125 2202 -35 2273.635007857269 2286.489087006892 50 GTEX 1 50 100 1.0 0.0025 125 2202 -36 2273.6922135103764 2282.7679345888787 50 GTEX 1 50 100 1.0 0.0025 125 2202 -37 2272.724523241094 2284.152591139645 50 GTEX 1 50 100 1.0 0.0025 125 2202 -38 2272.567976465948 2285.6861238080733 50 GTEX 1 50 100 1.0 0.0025 125 2202 -39 2272.6881307632348 2282.149288743168 50 GTEX 1 50 100 1.0 0.0025 125 2202 -40 2273.3598727198755 2288.350272639169 50 GTEX 1 50 100 1.0 0.0025 125 2202 -41 2273.2680094392445 2288.2575920308045 50 GTEX 1 50 100 1.0 0.0025 125 2202 -42 2272.078476704853 2292.833318790102 50 GTEX 1 50 100 1.0 0.0025 125 2202 -43 2272.8644384358167 2284.9020801152565 50 GTEX 1 50 100 1.0 0.0025 125 2202 -44 2272.2869196483102 2286.6022503638897 50 GTEX 1 50 100 1.0 0.0025 125 2202 -45 2271.125686337657 2282.863213948877 50 GTEX 1 50 100 1.0 0.0025 125 2202 -46 2271.888314574022 2295.8800596520027 50 GTEX 1 50 100 1.0 0.0025 125 2202 -47 2272.321705161474 2279.515229547885 50 GTEX 1 50 100 1.0 0.0025 125 2202 -48 2271.402872055149 2281.480297944392 50 GTEX 1 50 100 1.0 0.0025 125 2202 -49 2271.656337268604 2285.5916836234555 50 GTEX 1 50 100 1.0 0.0025 125 2202 -0 4616.473024046936 4595.2780056217325 150 GTEX 1 100 100 0.5 0.0005 50 7248 -1 3417.7811069764543 3588.078720963046 150 GTEX 1 100 100 0.5 0.0005 50 7248 -2 2944.2878629951 3450.794340764615 150 GTEX 1 100 100 0.5 0.0005 50 7248 -3 2748.0478571844133 2827.7632833850707 150 GTEX 1 100 100 0.5 0.0005 50 7248 -4 2653.661908894466 2689.631947796608 150 GTEX 1 100 100 0.5 0.0005 50 7248 -5 2596.1445135590243 2766.6909286441005 150 GTEX 1 100 100 0.5 0.0005 50 7248 -6 2560.521577446038 2603.484690154913 150 GTEX 1 100 100 0.5 0.0005 50 7248 -7 2536.3516300661177 2622.5829669676805 150 GTEX 1 100 100 0.5 0.0005 50 7248 -8 2512.2478272077515 2531.6434808883373 150 GTEX 1 100 100 0.5 0.0005 50 7248 -9 2495.8191148518786 2547.547121925499 150 GTEX 1 100 100 0.5 0.0005 50 7248 -10 2480.269074198738 2509.5154968957936 150 GTEX 1 100 100 0.5 0.0005 50 7248 -11 2468.735969147763 2499.960498882337 150 GTEX 1 100 100 0.5 0.0005 50 7248 -12 2459.107889680106 2506.077548531072 150 GTEX 1 100 100 0.5 0.0005 50 7248 -13 2448.2036034815837 2473.166432891962 150 GTEX 1 100 100 0.5 0.0005 50 7248 -14 2440.1118388939044 2477.939995247148 150 GTEX 1 100 100 0.5 0.0005 50 7248 -15 2432.267105265329 2454.342763690441 150 GTEX 1 100 100 0.5 0.0005 50 7248 -16 2425.2302101419737 2461.233237378951 150 GTEX 1 100 100 0.5 0.0005 50 7248 -17 2417.4564655513886 2448.653525929034 150 GTEX 1 100 100 0.5 0.0005 50 7248 -18 2416.2741734033348 2436.318685205264 150 GTEX 1 100 100 0.5 0.0005 50 7248 -19 2408.7286570238643 2443.782487876515 150 GTEX 1 100 100 0.5 0.0005 50 7248 -20 2404.4162554589293 2443.46164253728 150 GTEX 1 100 100 0.5 0.0005 50 7248 -21 2398.722729076991 2446.6841989959603 150 GTEX 1 100 100 0.5 0.0005 50 7248 -22 2397.018178174019 2424.486759316332 150 GTEX 1 100 100 0.5 0.0005 50 7248 -23 2393.401956302155 2415.7943959979502 150 GTEX 1 100 100 0.5 0.0005 50 7248 -24 2388.865858794241 2426.759515450481 150 GTEX 1 100 100 0.5 0.0005 50 7248 -25 2385.1011971014027 2417.272537057391 150 GTEX 1 100 100 0.5 0.0005 50 7248 -26 2381.0238481060032 2437.175562637387 150 GTEX 1 100 100 0.5 0.0005 50 7248 -27 2381.7745938090047 2410.351372664419 150 GTEX 1 100 100 0.5 0.0005 50 7248 -28 2377.8733380798103 2415.069190659904 150 GTEX 1 100 100 0.5 0.0005 50 7248 -29 2374.908502530583 2398.7565630198433 150 GTEX 1 100 100 0.5 0.0005 50 7248 -30 2371.951849264014 2401.385733368732 150 GTEX 1 100 100 0.5 0.0005 50 7248 -31 2369.3098507634663 2401.84489179836 150 GTEX 1 100 100 0.5 0.0005 50 7248 -32 2368.5391762277027 2398.498994196323 150 GTEX 1 100 100 0.5 0.0005 50 7248 -33 2365.709159170094 2390.9259901155538 150 GTEX 1 100 100 0.5 0.0005 50 7248 -34 2363.196194598878 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7248 -85 2301.012768397377 2327.731686204105 150 GTEX 1 100 100 0.5 0.0005 50 7248 -86 2299.7656185528517 2327.654180838581 150 GTEX 1 100 100 0.5 0.0005 50 7248 -87 2299.631368132394 2332.610684354949 150 GTEX 1 100 100 0.5 0.0005 50 7248 -88 2298.958831474423 2329.181979915488 150 GTEX 1 100 100 0.5 0.0005 50 7248 -89 2297.5718027197267 2326.8615606619837 150 GTEX 1 100 100 0.5 0.0005 50 7248 -90 2297.181969558524 2324.8449906613887 150 GTEX 1 100 100 0.5 0.0005 50 7248 -91 2297.156730467306 2325.6667944614424 150 GTEX 1 100 100 0.5 0.0005 50 7248 -92 2296.7855392106303 2324.761643094255 150 GTEX 1 100 100 0.5 0.0005 50 7248 -93 2295.482334400087 2323.966012004664 150 GTEX 1 100 100 0.5 0.0005 50 7248 -94 2294.583620987913 2322.379408919766 150 GTEX 1 100 100 0.5 0.0005 50 7248 -95 2294.754406161906 2323.2116847745365 150 GTEX 1 100 100 0.5 0.0005 50 7248 -96 2293.7949932578304 2325.5998340215065 150 GTEX 1 100 100 0.5 0.0005 50 7248 -97 2293.373196319905 2322.240212560153 150 GTEX 1 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0.0 0.0025 125 69 -24 2278.428382184496 2277.729643963136 50 GTEX 1 100 100 0.0 0.0025 125 69 -25 2278.700068123152 2278.9343470584304 50 GTEX 1 100 100 0.0 0.0025 125 69 -26 2277.191681182207 2276.413885196352 50 GTEX 1 100 100 0.0 0.0025 125 69 -27 2278.2550633842393 2280.722141048301 50 GTEX 1 100 100 0.0 0.0025 125 69 -28 2277.316734667752 2281.975327408359 50 GTEX 1 100 100 0.0 0.0025 125 69 -29 2277.2306717062397 2292.752178699798 50 GTEX 1 100 100 0.0 0.0025 125 69 -30 2276.1052267498285 2279.866731708947 50 GTEX 1 100 100 0.0 0.0025 125 69 -31 2275.638876816961 2278.733779036953 50 GTEX 1 100 100 0.0 0.0025 125 69 -32 2274.819541163136 2278.838601696174 50 GTEX 1 100 100 0.0 0.0025 125 69 -33 2275.22052312061 2280.9301084801277 50 GTEX 1 100 100 0.0 0.0025 125 69 -34 2274.857677311029 2274.1496442787547 50 GTEX 1 100 100 0.0 0.0025 125 69 -35 2274.8902667964207 2274.956526723651 50 GTEX 1 100 100 0.0 0.0025 125 69 -36 2275.967546678388 2275.469521410112 50 GTEX 1 100 100 0.0 0.0025 125 69 -37 2273.8057242272907 2272.200589836324 50 GTEX 1 100 100 0.0 0.0025 125 69 -38 2273.9196017611757 2277.8017299637595 50 GTEX 1 100 100 0.0 0.0025 125 69 -39 2273.6968855269038 2273.420302474453 50 GTEX 1 100 100 0.0 0.0025 125 69 -40 2274.131045749173 2276.43988663706 50 GTEX 1 100 100 0.0 0.0025 125 69 -41 2274.299471473069 2276.5580836539034 50 GTEX 1 100 100 0.0 0.0025 125 69 -42 2273.977270680596 2279.2423750148528 50 GTEX 1 100 100 0.0 0.0025 125 69 -43 2274.365281181299 2281.2682399967325 50 GTEX 1 100 100 0.0 0.0025 125 69 -44 2273.044293510104 2278.012298467948 50 GTEX 1 100 100 0.0 0.0025 125 69 -45 2273.599741747856 2272.2086961405357 50 GTEX 1 100 100 0.0 0.0025 125 69 -46 2272.753992744946 2272.571614892764 50 GTEX 1 100 100 0.0 0.0025 125 69 -47 2272.059731181753 2273.143885159221 50 GTEX 1 100 100 0.0 0.0025 125 69 -48 2272.526001247343 2273.2402422654764 50 GTEX 1 100 100 0.0 0.0025 125 69 -49 2271.856709697172 2274.776605758377 50 GTEX 1 100 100 0.0 0.0025 125 69 -50 2272.4735555240823 2271.760448383288 50 GTEX 1 100 100 0.0 0.0025 125 69 -51 2273.2599214912657 2275.602708011525 50 GTEX 1 100 100 0.0 0.0025 125 69 -52 2272.161597780861 2275.5705473577113 50 GTEX 1 100 100 0.0 0.0025 125 69 -53 2272.099299679768 2270.3149525457457 50 GTEX 1 100 100 0.0 0.0025 125 69 -54 2272.148550144581 2274.855634450006 50 GTEX 1 100 100 0.0 0.0025 125 69 -55 2272.124364904281 2270.3041671926985 50 GTEX 1 100 100 0.0 0.0025 125 69 -56 2271.3368346852053 2272.261836178856 50 GTEX 1 100 100 0.0 0.0025 125 69 -57 2271.7187263260707 2297.3363840081392 50 GTEX 1 100 100 0.0 0.0025 125 69 -58 2272.2656400347505 2275.003413327293 50 GTEX 1 100 100 0.0 0.0025 125 69 -59 2271.894789393832 2270.9086900138127 50 GTEX 1 100 100 0.0 0.0025 125 69 -60 2271.63856214453 2270.2834546919557 50 GTEX 1 100 100 0.0 0.0025 125 69 -61 2271.792570831985 2280.112956348028 50 GTEX 1 100 100 0.0 0.0025 125 69 -62 2272.6765364689927 2274.720786671221 50 GTEX 1 100 100 0.0 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0.0025 25 1270 -2 2508.748771070313 2518.6934160007722 100 GTEX 1 100 100 0.0 0.0025 25 1270 -3 2465.940758621024 2470.4895650769367 100 GTEX 1 100 100 0.0 0.0025 25 1270 -4 2438.9980414336064 2430.4500356463877 100 GTEX 1 100 100 0.0 0.0025 25 1270 -5 2422.032906478797 2428.2739759089827 100 GTEX 1 100 100 0.0 0.0025 25 1270 -6 2408.5089398484124 2402.8994762580205 100 GTEX 1 100 100 0.0 0.0025 25 1270 -7 2396.698081601921 2385.9524287814875 100 GTEX 1 100 100 0.0 0.0025 25 1270 -8 2384.1457740539504 2388.838012231167 100 GTEX 1 100 100 0.0 0.0025 25 1270 -9 2376.037591931182 2374.4035978716142 100 GTEX 1 100 100 0.0 0.0025 25 1270 -10 2368.717983562969 2365.853738414924 100 GTEX 1 100 100 0.0 0.0025 25 1270 -11 2362.8568508123612 2358.4467810569154 100 GTEX 1 100 100 0.0 0.0025 25 1270 -12 2356.872201034886 2354.6116771625475 100 GTEX 1 100 100 0.0 0.0025 25 1270 -13 2352.8936269987194 2348.9415742707347 100 GTEX 1 100 100 0.0 0.0025 25 1270 -14 2346.8462847867513 2343.2545198505827 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2315.019278341253 2316.150269947125 100 GTEX 1 100 100 0.0 0.0025 25 1270 -28 2312.878916023877 2313.718001797172 100 GTEX 1 100 100 0.0 0.0025 25 1270 -29 2312.329176684676 2313.348286559826 100 GTEX 1 100 100 0.0 0.0025 25 1270 -30 2310.667393973804 2310.7586293963877 100 GTEX 1 100 100 0.0 0.0025 25 1270 -31 2309.0989014522893 2310.036371383377 100 GTEX 1 100 100 0.0 0.0025 25 1270 -32 2307.884621802008 2309.0109983959123 100 GTEX 1 100 100 0.0 0.0025 25 1270 -33 2306.4737169606838 2309.086306031666 100 GTEX 1 100 100 0.0 0.0025 25 1270 -34 2305.6614473559885 2306.336849082105 100 GTEX 1 100 100 0.0 0.0025 25 1270 -35 2304.8562263931203 2304.9153026972435 100 GTEX 1 100 100 0.0 0.0025 25 1270 -36 2304.4621172766256 2306.7954417181563 100 GTEX 1 100 100 0.0 0.0025 25 1270 -37 2303.89792371383 2305.473168666825 100 GTEX 1 100 100 0.0 0.0025 25 1270 -38 2302.4770095194986 2304.2730745380827 100 GTEX 1 100 100 0.0 0.0025 25 1270 -39 2301.020072243137 2301.6296952976472 100 GTEX 1 100 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2294.2882799503923 100 GTEX 1 100 100 0.0 0.0025 25 1270 -53 2292.975718594031 2293.302134698788 100 GTEX 1 100 100 0.0 0.0025 25 1270 -54 2292.746870141429 2293.165683296697 100 GTEX 1 100 100 0.0 0.0025 25 1270 -55 2293.1829006041544 2293.2922251886293 100 GTEX 1 100 100 0.0 0.0025 25 1270 -56 2291.4570925752782 2292.087094151022 100 GTEX 1 100 100 0.0 0.0025 25 1270 -57 2291.375170668919 2291.482732852602 100 GTEX 1 100 100 0.0 0.0025 25 1270 -58 2291.492718409797 2292.6622801806084 100 GTEX 1 100 100 0.0 0.0025 25 1270 -59 2290.5364438229512 2291.2793024447487 100 GTEX 1 100 100 0.0 0.0025 25 1270 -60 2290.071193206294 2290.080801263961 100 GTEX 1 100 100 0.0 0.0025 25 1270 -61 2290.0972265862256 2290.2949330144957 100 GTEX 1 100 100 0.0 0.0025 25 1270 -62 2289.3479711029513 2293.9728279839 100 GTEX 1 100 100 0.0 0.0025 25 1270 -63 2289.6873229870866 2290.930302028873 100 GTEX 1 100 100 0.0 0.0025 25 1270 -64 2289.7197099030677 2292.003774432628 100 GTEX 1 100 100 0.0 0.0025 25 1270 -65 2288.9773022458357 2291.626286611811 100 GTEX 1 100 100 0.0 0.0025 25 1270 -66 2288.191281484779 2288.464532772398 100 GTEX 1 100 100 0.0 0.0025 25 1270 -67 2288.142921371194 2288.918113563451 100 GTEX 1 100 100 0.0 0.0025 25 1270 -68 2287.974652467741 2289.20229974899 100 GTEX 1 100 100 0.0 0.0025 25 1270 -69 2287.627038614191 2289.3035419884745 100 GTEX 1 100 100 0.0 0.0025 25 1270 -70 2287.184682621829 2288.27774291528 100 GTEX 1 100 100 0.0 0.0025 25 1270 -71 2286.9432769804403 2287.904061088997 100 GTEX 1 100 100 0.0 0.0025 25 1270 -72 2286.6664622318813 2290.7063248202826 100 GTEX 1 100 100 0.0 0.0025 25 1270 -73 2287.5122830302385 2286.765436556856 100 GTEX 1 100 100 0.0 0.0025 25 1270 -74 2286.515403630704 2288.7665282274834 100 GTEX 1 100 100 0.0 0.0025 25 1270 -75 2287.002513665892 2286.4174813970412 100 GTEX 1 100 100 0.0 0.0025 25 1270 -76 2286.009717116653 2290.3207478686427 100 GTEX 1 100 100 0.0 0.0025 25 1270 -77 2286.3155230680013 2285.935724178648 100 GTEX 1 100 100 0.0 0.0025 25 1270 -78 2285.4784134248002 2286.150890974037 100 GTEX 1 100 100 0.0 0.0025 25 1270 -79 2285.65990027241 2285.886029957819 100 GTEX 1 100 100 0.0 0.0025 25 1270 -80 2285.285904892901 2286.6171280893536 100 GTEX 1 100 100 0.0 0.0025 25 1270 -81 2285.0558056160958 2287.3735862122744 100 GTEX 1 100 100 0.0 0.0025 25 1270 -82 2285.378214342007 2286.6373769085667 100 GTEX 1 100 100 0.0 0.0025 25 1270 -83 2284.3131278749124 2286.735517726652 100 GTEX 1 100 100 0.0 0.0025 25 1270 -84 2284.923317304518 2285.7068678707224 100 GTEX 1 100 100 0.0 0.0025 25 1270 -85 2285.4470237795604 2285.746726844701 100 GTEX 1 100 100 0.0 0.0025 25 1270 -86 2284.0583651598977 2285.3923228448793 100 GTEX 1 100 100 0.0 0.0025 25 1270 -87 2284.261069341611 2286.2544223799905 100 GTEX 1 100 100 0.0 0.0025 25 1270 -88 2283.911932465241 2286.0722721230395 100 GTEX 1 100 100 0.0 0.0025 25 1270 -89 2283.5446708488207 2289.033289456096 100 GTEX 1 100 100 0.0 0.0025 25 1270 -90 2283.991809800244 2284.5507868197487 100 GTEX 1 100 100 0.0 0.0025 25 1270 -91 2284.1155706582736 2285.73249056856 100 GTEX 1 100 100 0.0 0.0025 25 1270 -92 2283.447905672129 2285.770035312203 100 GTEX 1 100 100 0.0 0.0025 25 1270 -93 2283.460728792904 2284.7216295597673 100 GTEX 1 100 100 0.0 0.0025 25 1270 -94 2283.065247001096 2284.295621806678 100 GTEX 1 100 100 0.0 0.0025 25 1270 -95 2283.34831628329 2285.100633280359 100 GTEX 1 100 100 0.0 0.0025 25 1270 -96 2283.646758971955 2285.211792456333 100 GTEX 1 100 100 0.0 0.0025 25 1270 -97 2283.2894121933427 2284.6432576342677 100 GTEX 1 100 100 0.0 0.0025 25 1270 -98 2283.505395463972 2283.917764525903 100 GTEX 1 100 100 0.0 0.0025 25 1270 -99 2282.6574948928273 2285.35637661894 100 GTEX 1 100 100 0.0 0.0025 25 1270 -0 2605.027537628654 2473.222307676598 50 GTEX 1 100 100 1.0 0.0025 125 6567 -1 2373.97332453564 2349.593874391041 50 GTEX 1 100 100 1.0 0.0025 125 6567 -2 2344.113271321391 2329.115866541409 50 GTEX 1 100 100 1.0 0.0025 125 6567 -3 2326.2319334390186 2304.266159695817 50 GTEX 1 100 100 1.0 0.0025 125 6567 -4 2317.4216680981062 2296.8998104429065 50 GTEX 1 100 100 1.0 0.0025 125 6567 -5 2311.007207319051 2291.369318856939 50 GTEX 1 100 100 1.0 0.0025 125 6567 -6 2306.193094758231 2286.501092134773 50 GTEX 1 100 100 1.0 0.0025 125 6567 -7 2302.564965647529 2282.998156413379 50 GTEX 1 100 100 1.0 0.0025 125 6567 -8 2299.5016558340812 2281.819445475879 50 GTEX 1 100 100 1.0 0.0025 125 6567 -9 2296.8758111286656 2285.957121294261 50 GTEX 1 100 100 1.0 0.0025 125 6567 -10 2295.5036696912216 2275.674580040993 50 GTEX 1 100 100 1.0 0.0025 125 6567 -11 2292.5946000694435 2275.326088792924 50 GTEX 1 100 100 1.0 0.0025 125 6567 -12 2291.331562000733 2288.6209057710016 50 GTEX 1 100 100 1.0 0.0025 125 6567 -13 2290.358071412332 2286.2852695015445 50 GTEX 1 100 100 1.0 0.0025 125 6567 -14 2288.615704784754 2277.7618914121913 50 GTEX 1 100 100 1.0 0.0025 125 6567 -15 2286.925675903591 2271.474187002436 50 GTEX 1 100 100 1.0 0.0025 125 6567 -16 2286.3041088813034 2270.020138352543 50 GTEX 1 100 100 1.0 0.0025 125 6567 -17 2285.747483523151 2272.390131613148 50 GTEX 1 100 100 1.0 0.0025 125 6567 -18 2284.5424232696473 2279.758498043162 50 GTEX 1 100 100 1.0 0.0025 125 6567 -19 2283.6772175199867 2272.024673984078 50 GTEX 1 100 100 1.0 0.0025 125 6567 -20 2283.8999502331703 2266.9533788876847 50 GTEX 1 100 100 1.0 0.0025 125 6567 -21 2282.8941291542333 2269.727402139526 50 GTEX 1 100 100 1.0 0.0025 125 6567 -22 2281.985345734277 2263.3072672216613 50 GTEX 1 100 100 1.0 0.0025 125 6567 -23 2280.9913388747173 2265.5098097188393 50 GTEX 1 100 100 1.0 0.0025 125 6567 -24 2280.715709060503 2263.862437433163 50 GTEX 1 100 100 1.0 0.0025 125 6567 -25 2278.964848469313 2265.6298489298656 50 GTEX 1 100 100 1.0 0.0025 125 6567 -26 2280.575243614537 2264.2794964576397 50 GTEX 1 100 100 1.0 0.0025 125 6567 -27 2279.924983711924 2266.751025761941 50 GTEX 1 100 100 1.0 0.0025 125 6567 -28 2277.8925528521772 2268.632791149299 50 GTEX 1 100 100 1.0 0.0025 125 6567 -29 2277.955376911657 2267.817773159013 50 GTEX 1 100 100 1.0 0.0025 125 6567 -30 2278.0759285338213 2260.748413550083 50 GTEX 1 100 100 1.0 0.0025 125 6567 -31 2278.3970207004018 2266.180194347077 50 GTEX 1 100 100 1.0 0.0025 125 6567 -32 2276.343748272164 2258.500478534191 50 GTEX 1 100 100 1.0 0.0025 125 6567 -33 2277.420777824243 2259.178797268596 50 GTEX 1 100 100 1.0 0.0025 125 6567 -34 2276.340966998026 2260.612352030359 50 GTEX 1 100 100 1.0 0.0025 125 6567 -35 2276.4755897284235 2263.8067979703837 50 GTEX 1 100 100 1.0 0.0025 125 6567 -36 2276.3507955729856 2259.756694373069 50 GTEX 1 100 100 1.0 0.0025 125 6567 -37 2274.919494815873 2267.485960521625 50 GTEX 1 100 100 1.0 0.0025 125 6567 -38 2275.698314369776 2257.4555232407024 50 GTEX 1 100 100 1.0 0.0025 125 6567 -39 2275.836582446962 2258.244188432005 50 GTEX 1 100 100 1.0 0.0025 125 6567 -40 2274.1778569997673 2262.497704335492 50 GTEX 1 100 100 1.0 0.0025 125 6567 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100 1.0 0.0025 125 6567 -54 2272.574993052553 2258.6954429249345 50 GTEX 1 100 100 1.0 0.0025 125 6567 -55 2273.4867141028953 2257.2950852542776 50 GTEX 1 100 100 1.0 0.0025 125 6567 -56 2273.665291481264 2261.6896016516157 50 GTEX 1 100 100 1.0 0.0025 125 6567 -57 2273.2472067857425 2255.9364157557034 50 GTEX 1 100 100 1.0 0.0025 125 6567 -58 2273.767116380214 2260.467246632159 50 GTEX 1 100 100 1.0 0.0025 125 6567 -59 2272.6903434762285 2255.2532332387714 50 GTEX 1 100 100 1.0 0.0025 125 6567 -60 2272.5022393784 2258.506429345889 50 GTEX 1 100 100 1.0 0.0025 125 6567 -61 2272.804957480797 2263.277785152537 50 GTEX 1 100 100 1.0 0.0025 125 6567 -62 2272.831844798461 2257.43804305044 50 GTEX 1 100 100 1.0 0.0025 125 6567 -63 2273.011663072424 2257.484790410379 50 GTEX 1 100 100 1.0 0.0025 125 6567 -64 2272.759339571629 2255.807470053321 50 GTEX 1 100 100 1.0 0.0025 125 6567 -65 2272.5699939205965 2260.065985269873 50 GTEX 1 100 100 1.0 0.0025 125 6567 -66 2273.286829671903 2258.2211686631117 50 GTEX 1 100 100 1.0 0.0025 125 6567 -67 2272.500997812302 2255.414048111484 50 GTEX 1 100 100 1.0 0.0025 125 6567 -68 2273.2639729826305 2257.9856764644724 50 GTEX 1 100 100 1.0 0.0025 125 6567 -69 2272.3723969508387 2255.229406784696 50 GTEX 1 100 100 1.0 0.0025 125 6567 -70 2272.401186409452 2260.559381869356 50 GTEX 1 100 100 1.0 0.0025 125 6567 -71 2272.5095919903924 2256.717095320669 50 GTEX 1 100 100 1.0 0.0025 125 6567 -72 2272.113400728558 2257.479327879931 50 GTEX 1 100 100 1.0 0.0025 125 6567 -73 2272.353909313685 2257.2808991058696 50 GTEX 1 100 100 1.0 0.0025 125 6567 -74 2272.7330755900844 2258.01165005644 50 GTEX 1 100 100 1.0 0.0025 125 6567 -75 2272.374753718921 2260.68530969656 50 GTEX 1 100 100 1.0 0.0025 125 6567 -76 2272.0214793204354 2264.069451509773 50 GTEX 1 100 100 1.0 0.0025 125 6567 -77 2273.0786269749938 2256.5144678848324 50 GTEX 1 100 100 1.0 0.0025 125 6567 -78 2272.5098079698723 2257.1573347084422 50 GTEX 1 100 100 1.0 0.0025 125 6567 -79 2271.488268200971 2256.448590760902 50 GTEX 1 100 100 1.0 0.0025 125 6567 -80 2271.586719100725 2258.7068265617568 50 GTEX 1 100 100 1.0 0.0025 125 6567 -81 2272.5834715687965 2255.884498277091 50 GTEX 1 100 100 1.0 0.0025 125 6567 -82 2271.5809713645513 2257.999165001931 50 GTEX 1 100 100 1.0 0.0025 125 6567 -83 2272.4834542182307 2257.7135172216613 50 GTEX 1 100 100 1.0 0.0025 125 6567 -84 2271.2735786925555 2255.505309826521 50 GTEX 1 100 100 1.0 0.0025 125 6567 -85 2273.4111542428227 2261.420297368851 50 GTEX 1 100 100 1.0 0.0025 125 6567 -86 2271.731373336533 2254.022793265803 50 GTEX 1 100 100 1.0 0.0025 125 6567 -87 2271.159152428956 2257.7575094128742 50 GTEX 1 100 100 1.0 0.0025 125 6567 -88 2272.2011448485528 2257.873813179509 50 GTEX 1 100 100 1.0 0.0025 125 6567 -89 2271.960083278593 2254.621829420895 50 GTEX 1 100 100 1.0 0.0025 125 6567 -90 2270.693996275921 2257.535610648616 50 GTEX 1 100 100 1.0 0.0025 125 6567 -91 2271.739984019324 2263.418795393447 50 GTEX 1 100 100 1.0 0.0025 125 6567 -92 2272.125802180024 2260.504898593453 50 GTEX 1 100 100 1.0 0.0025 125 6567 -93 2272.0045145642634 2257.258543065292 50 GTEX 1 100 100 1.0 0.0025 125 6567 -94 2271.4451183892484 2258.3035517355333 50 GTEX 1 100 100 1.0 0.0025 125 6567 -95 2271.7029298319158 2256.967307435242 50 GTEX 1 100 100 1.0 0.0025 125 6567 -96 2271.4502529500087 2264.805591191629 50 GTEX 1 100 100 1.0 0.0025 125 6567 -97 2271.163291756273 2255.9481456451995 50 GTEX 1 100 100 1.0 0.0025 125 6567 -98 2272.4444179968077 2253.24468367544 50 GTEX 1 100 100 1.0 0.0025 125 6567 -99 2271.835897398736 2256.318651322629 50 GTEX 1 100 100 1.0 0.0025 125 6567 -0 3388.593061135061 3151.8620614751667 100 GTEX 1 50 100 0.0 0.0015 50 1644 -1 2586.8829031984874 2809.151324486098 100 GTEX 1 50 100 0.0 0.0015 50 1644 -2 2497.201432159285 2495.9867115093275 100 GTEX 1 50 100 0.0 0.0015 50 1644 -3 2455.3198110149897 2425.8903957120365 100 GTEX 1 50 100 0.0 0.0015 50 1644 -4 2422.706026191103 2427.6247892778642 100 GTEX 1 50 100 0.0 0.0015 50 1644 -5 2406.009198275919 2390.108588737227 100 GTEX 1 50 100 0.0 0.0015 50 1644 -6 2392.95716795534 2375.2462942609313 100 GTEX 1 50 100 0.0 0.0015 50 1644 -7 2380.701505553625 2359.526138827828 100 GTEX 1 50 100 0.0 0.0015 50 1644 -8 2372.3741340189936 2360.869573208769 100 GTEX 1 50 100 0.0 0.0015 50 1644 -9 2365.675634590263 2345.052914463522 100 GTEX 1 50 100 0.0 0.0015 50 1644 -10 2358.1022484766163 2342.607290057628 100 GTEX 1 50 100 0.0 0.0015 50 1644 -11 2353.613924185452 2336.0267217947962 100 GTEX 1 50 100 0.0 0.0015 50 1644 -12 2348.163191877047 2331.600144070817 100 GTEX 1 50 100 0.0 0.0015 50 1644 -13 2344.297898214068 2319.0367547677038 100 GTEX 1 50 100 0.0 0.0015 50 1644 -14 2340.7327853136635 2322.842977661597 100 GTEX 1 50 100 0.0 0.0015 50 1644 -15 2336.492437804099 2320.202729547885 100 GTEX 1 50 100 0.0 0.0015 50 1644 -16 2332.8534534229098 2313.4851064935838 100 GTEX 1 50 100 0.0 0.0015 50 1644 -17 2329.667029271499 2311.638363682272 100 GTEX 1 50 100 0.0 0.0015 50 1644 -18 2327.56416045024 2309.456293258377 100 GTEX 1 50 100 0.0 0.0015 50 1644 -19 2323.3431494609977 2307.5948231048005 100 GTEX 1 50 100 0.0 0.0015 50 1644 -20 2321.887077082522 2304.552315715601 100 GTEX 1 50 100 0.0 0.0015 50 1644 -21 2319.94992448068 2299.761171986395 100 GTEX 1 50 100 0.0 0.0015 50 1644 -22 2317.232168708367 2300.5346995306563 100 GTEX 1 50 100 0.0 0.0015 50 1644 -23 2315.274057406237 2296.667358862583 100 GTEX 1 50 100 0.0 0.0015 50 1644 -24 2312.74911813322 2295.5247686697962 100 GTEX 1 50 100 0.0 0.0015 50 1644 -25 2311.330308081898 2296.466928692372 100 GTEX 1 50 100 0.0 0.0015 50 1644 -26 2309.140588354407 2291.6203817505348 100 GTEX 1 50 100 0.0 0.0015 50 1644 -27 2307.4860307051385 2289.703848138961 100 GTEX 1 50 100 0.0 0.0015 50 1644 -28 2306.04929567222 2288.8283199411835 100 GTEX 1 50 100 0.0 0.0015 50 1644 -29 2304.748896196574 2288.220901779349 100 GTEX 1 50 100 0.0 0.0015 50 1644 -30 2303.5804372053917 2284.3767210521623 100 GTEX 1 50 100 0.0 0.0015 50 1644 -31 2301.945760886294 2284.583761585076 100 GTEX 1 50 100 0.0 0.0015 50 1644 -32 2300.8713442861967 2285.2991660230514 100 GTEX 1 50 100 0.0 0.0015 50 1644 -33 2299.391142989711 2280.438872014615 100 GTEX 1 50 100 0.0 0.0015 50 1644 -34 2298.0170615536613 2279.9524427058577 100 GTEX 1 50 100 0.0 0.0015 50 1644 -35 2297.359068605708 2279.023592524655 100 GTEX 1 50 100 0.0 0.0015 50 1644 -36 2296.599298235606 2282.096403056678 100 GTEX 1 50 100 0.0 0.0015 50 1644 -37 2295.2800223597437 2277.861983498693 100 GTEX 1 50 100 0.0 0.0015 50 1644 -38 2294.090858350677 2275.6598397026496 100 GTEX 1 50 100 0.0 0.0015 50 1644 -39 2293.569999890656 2276.382119994653 100 GTEX 1 50 100 0.0 0.0015 50 1644 -40 2292.278549779415 2275.7248525873333 100 GTEX 1 50 100 0.0 0.0015 50 1644 -41 2291.321724554497 2273.155763575333 100 GTEX 1 50 100 0.0 0.0015 50 1644 -42 2290.046990765001 2272.382063368881 100 GTEX 1 50 100 0.0 0.0015 50 1644 -43 2289.1698768996907 2273.809868294023 100 GTEX 1 50 100 0.0 0.0015 50 1644 -44 2288.508252247115 2272.2152568396505 100 GTEX 1 50 100 0.0 0.0015 50 1644 -45 2288.564175252893 2271.768597388902 100 GTEX 1 50 100 0.0 0.0015 50 1644 -46 2287.197352068369 2271.9028496687856 100 GTEX 1 50 100 0.0 0.0015 50 1644 -47 2286.981380428396 2273.855360139912 100 GTEX 1 50 100 0.0 0.0015 50 1644 -48 2285.9701133656304 2270.0862865375475 100 GTEX 1 50 100 0.0 0.0015 50 1644 -49 2285.549452183201 2269.967014095176 100 GTEX 1 50 100 0.0 0.0015 50 1644 -0 3990.506719373053 3685.950835833532 100 GTEX 1 100 100 0.0 0.0005 75 2830 -1 2838.884315846122 3180.415285987999 100 GTEX 1 100 100 0.0 0.0005 75 2830 -2 2623.5445064465302 2790.891609917122 100 GTEX 1 100 100 0.0 0.0005 75 2830 -3 2544.451437961719 2585.972311853909 100 GTEX 1 100 100 0.0 0.0005 75 2830 -4 2501.141732723292 2473.448133577412 100 GTEX 1 100 100 0.0 0.0005 75 2830 -5 2473.131186864363 2469.8149803944866 100 GTEX 1 100 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50 100 0.0 0.0015 100 1198 -14 2321.838102787768 2325.1966534168546 150 GTEX 1 50 100 0.0 0.0015 100 1198 -15 2319.956207949117 2335.03140131149 150 GTEX 1 50 100 0.0 0.0015 100 1198 -16 2318.050514028583 2319.3269423568204 150 GTEX 1 50 100 0.0 0.0015 100 1198 -17 2314.4981144411177 2319.3619384765625 150 GTEX 1 50 100 0.0 0.0015 100 1198 -18 2312.3063064306025 2318.689514392229 150 GTEX 1 50 100 0.0 0.0015 100 1198 -19 2310.664074079079 2321.7278922773585 150 GTEX 1 50 100 0.0 0.0015 100 1198 -20 2309.537898918612 2313.1742964479863 150 GTEX 1 50 100 0.0 0.0015 100 1198 -21 2306.1239655936824 2313.2121702709123 150 GTEX 1 50 100 0.0 0.0015 100 1198 -22 2305.042530859664 2309.959274466047 150 GTEX 1 50 100 0.0 0.0015 100 1198 -23 2302.7489753675595 2308.0674566116627 150 GTEX 1 50 100 0.0 0.0015 100 1198 -24 2301.782308234979 2305.751565563361 150 GTEX 1 50 100 0.0 0.0015 100 1198 -25 2299.449961487313 2303.685132392912 150 GTEX 1 50 100 0.0 0.0015 100 1198 -26 2299.683553726101 2313.708012453957 150 GTEX 1 50 100 0.0 0.0015 100 1198 -27 2297.365328529159 2302.46782820669 150 GTEX 1 50 100 0.0 0.0015 100 1198 -28 2296.575259190849 2307.862357135961 150 GTEX 1 50 100 0.0 0.0015 100 1198 -29 2294.9829547705185 2300.137405685599 150 GTEX 1 50 100 0.0 0.0015 100 1198 -30 2294.17294569087 2301.612247597582 150 GTEX 1 50 100 0.0 0.0015 100 1198 -31 2293.568388851364 2301.343120154319 150 GTEX 1 50 100 0.0 0.0015 100 1198 -32 2291.928620935305 2296.578763664449 150 GTEX 1 50 100 0.0 0.0015 100 1198 -33 2290.8983406638267 2296.8265028108663 150 GTEX 1 50 100 0.0 0.0015 100 1198 -34 2289.8406832203314 2300.719010385724 150 GTEX 1 50 100 0.0 0.0015 100 1198 -35 2288.9154846894144 2295.3911077115013 150 GTEX 1 50 100 0.0 0.0015 100 1198 -36 2288.534593027094 2296.2187249361336 150 GTEX 1 50 100 0.0 0.0015 100 1198 -37 2287.615385521953 2292.8666439854146 150 GTEX 1 50 100 0.0 0.0015 100 1198 -38 2287.2599908625853 2297.807270934826 150 GTEX 1 50 100 0.0 0.0015 100 1198 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0.0015 25 2157 -2 2490.968331708996 2472.581163297588 50 GTEX 1 50 100 1.0 0.0015 25 2157 -3 2448.534117253313 2454.821190663617 50 GTEX 1 50 100 1.0 0.0015 25 2157 -4 2422.43858410094 2416.050874079135 50 GTEX 1 50 100 1.0 0.0015 25 2157 -5 2403.809874488973 2413.552353311401 50 GTEX 1 50 100 1.0 0.0015 25 2157 -6 2391.247930491073 2394.4925940916114 50 GTEX 1 50 100 1.0 0.0015 25 2157 -7 2379.129328744545 2382.9391481812922 50 GTEX 1 50 100 1.0 0.0015 25 2157 -8 2369.500147794436 2377.132857986276 50 GTEX 1 50 100 1.0 0.0015 25 2157 -9 2362.702458210098 2369.0674672870127 50 GTEX 1 50 100 1.0 0.0015 25 2157 -10 2356.2132152260397 2366.14909101711 50 GTEX 1 50 100 1.0 0.0015 25 2157 -11 2349.0644921173553 2352.8251516828063 50 GTEX 1 50 100 1.0 0.0015 25 2157 -12 2343.716936391297 2346.297681221037 50 GTEX 1 50 100 1.0 0.0015 25 2157 -13 2340.630352654905 2347.0805144219344 50 GTEX 1 50 100 1.0 0.0015 25 2157 -14 2335.0147393165075 2344.7736143395027 50 GTEX 1 50 100 1.0 0.0015 25 2157 -15 2331.163869240272 2336.45303913305 50 GTEX 1 50 100 1.0 0.0015 25 2157 -16 2329.101482993763 2334.4407805816304 50 GTEX 1 50 100 1.0 0.0015 25 2157 -17 2324.531909955924 2328.660941120336 50 GTEX 1 50 100 1.0 0.0015 25 2157 -18 2321.5579082117897 2328.263223510278 50 GTEX 1 50 100 1.0 0.0015 25 2157 -19 2319.286937004034 2327.9468567126605 50 GTEX 1 50 100 1.0 0.0015 25 2157 -20 2317.794761676251 2324.6922537800024 50 GTEX 1 50 100 1.0 0.0015 25 2157 -21 2314.7109353337587 2321.570147728285 50 GTEX 1 50 100 1.0 0.0015 25 2157 -22 2313.217594284133 2321.232723105543 50 GTEX 1 50 100 1.0 0.0015 25 2157 -23 2311.1442313802218 2317.483319532735 50 GTEX 1 50 100 1.0 0.0015 25 2157 -24 2308.7300619349203 2316.3262247876073 50 GTEX 1 50 100 1.0 0.0015 25 2157 -25 2307.784931708707 2315.3381765387358 50 GTEX 1 50 100 1.0 0.0015 25 2157 -26 2306.278234642789 2314.601715203927 50 GTEX 1 50 100 1.0 0.0015 25 2157 -27 2304.803496711645 2312.371816888961 50 GTEX 1 50 100 1.0 0.0015 25 2157 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2398.8181561866627 2392.560881059886 100 GTEX 1 50 100 0.0 0.002 50 9161 -5 2386.1607528433474 2384.486937084125 100 GTEX 1 50 100 0.0 0.002 50 9161 -6 2373.312723380807 2366.472234805727 100 GTEX 1 50 100 0.0 0.002 50 9161 -7 2363.8430819722453 2363.4386854280538 100 GTEX 1 50 100 0.0 0.002 50 9161 -8 2356.0909645481092 2362.2267026719933 100 GTEX 1 50 100 0.0 0.002 50 9161 -9 2350.171060493029 2337.5624897887947 100 GTEX 1 50 100 0.0 0.002 50 9161 -10 2344.246462552692 2331.4787263471358 100 GTEX 1 50 100 0.0 0.002 50 9161 -11 2337.880210121343 2328.416525256951 100 GTEX 1 50 100 0.0 0.002 50 9161 -12 2334.988785700699 2324.7951650873333 100 GTEX 1 50 100 0.0 0.002 50 9161 -13 2330.1933815789803 2318.7275214249644 100 GTEX 1 50 100 0.0 0.002 50 9161 -14 2325.971504041382 2320.6769063391157 100 GTEX 1 50 100 0.0 0.002 50 9161 -15 2323.6724177467613 2311.8037592086507 100 GTEX 1 50 100 0.0 0.002 50 9161 -16 2319.98087133575 2319.9225350151496 100 GTEX 1 50 100 0.0 0.002 50 9161 -17 2318.353889662776 2317.0323890134864 100 GTEX 1 50 100 0.0 0.002 50 9161 -18 2315.8834657766783 2306.988671132367 100 GTEX 1 50 100 0.0 0.002 50 9161 -19 2312.81004428108 2301.654458397695 100 GTEX 1 50 100 0.0 0.002 50 9161 -20 2310.774599637227 2307.014369950095 100 GTEX 1 50 100 0.0 0.002 50 9161 -21 2308.9371957977387 2300.4862761406844 100 GTEX 1 50 100 0.0 0.002 50 9161 -22 2307.343926858182 2299.756943619297 100 GTEX 1 50 100 0.0 0.002 50 9161 -23 2304.608220135157 2294.2600246182865 100 GTEX 1 50 100 0.0 0.002 50 9161 -24 2303.2471155714834 2300.548108699204 100 GTEX 1 50 100 0.0 0.002 50 9161 -25 2302.6857547310724 2293.5232100686194 100 GTEX 1 50 100 0.0 0.002 50 9161 -26 2300.527706543949 2290.4790651734797 100 GTEX 1 50 100 0.0 0.002 50 9161 -27 2299.086674512245 2288.0752779304307 100 GTEX 1 50 100 0.0 0.002 50 9161 -28 2297.1262328237644 2287.9228181440108 100 GTEX 1 50 100 0.0 0.002 50 9161 -29 2296.010316520957 2288.214565262595 100 GTEX 1 50 100 0.0 0.002 50 9161 -30 2295.2969984500023 2287.6655375549553 100 GTEX 1 50 100 0.0 0.002 50 9161 -31 2294.116161113935 2288.0452699842567 100 GTEX 1 50 100 0.0 0.002 50 9161 -32 2292.728317104399 2286.200868323729 100 GTEX 1 50 100 0.0 0.002 50 9161 -33 2292.795592043208 2283.8381356939162 100 GTEX 1 50 100 0.0 0.002 50 9161 -34 2290.621405121491 2281.322578459185 100 GTEX 1 50 100 0.0 0.002 50 9161 -35 2290.200423128945 2284.0199545508553 100 GTEX 1 50 100 0.0 0.002 50 9161 -36 2289.0187828907738 2280.2798046503685 100 GTEX 1 50 100 0.0 0.002 50 9161 -37 2288.0457081950376 2278.792172276022 100 GTEX 1 50 100 0.0 0.002 50 9161 -38 2288.980969564507 2280.762942237999 100 GTEX 1 50 100 0.0 0.002 50 9161 -39 2287.389558306362 2277.6830998990013 100 GTEX 1 50 100 0.0 0.002 50 9161 -40 2286.562360071085 2275.4513398957347 100 GTEX 1 50 100 0.0 0.002 50 9161 -41 2285.624266366061 2276.7376221631416 100 GTEX 1 50 100 0.0 0.002 50 9161 -42 2284.6146538995245 2274.338563636229 100 GTEX 1 50 100 0.0 0.002 50 9161 -43 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125 1469 -86 2259.441368959692 2287.331771328422 50 GTEX 1 100 100 1.0 0.001 125 1469 -87 2259.2207369596367 2285.4699772011645 50 GTEX 1 100 100 1.0 0.001 125 1469 -88 2259.635875205071 2285.7605644197065 50 GTEX 1 100 100 1.0 0.001 125 1469 -89 2259.140663579737 2289.0444614424905 50 GTEX 1 100 100 1.0 0.001 125 1469 -90 2259.4168851648324 2285.7259493635634 50 GTEX 1 100 100 1.0 0.001 125 1469 -91 2258.541194623635 2284.0807474230633 50 GTEX 1 100 100 1.0 0.001 125 1469 -92 2259.5981247771865 2294.061622300529 50 GTEX 1 100 100 1.0 0.001 125 1469 -93 2259.5860184761873 2285.882227676449 50 GTEX 1 100 100 1.0 0.001 125 1469 -94 2259.104069460857 2283.713120377109 50 GTEX 1 100 100 1.0 0.001 125 1469 -95 2258.9049019785834 2284.6584853255704 50 GTEX 1 100 100 1.0 0.001 125 1469 -96 2258.3143909229098 2284.412497400784 50 GTEX 1 100 100 1.0 0.001 125 1469 -97 2258.60564839335 2284.663387632189 50 GTEX 1 100 100 1.0 0.001 125 1469 -98 2258.8043623573994 2282.491820824917 50 GTEX 1 100 100 1.0 0.001 125 1469 -99 2258.880164372376 2285.63787029542 50 GTEX 1 100 100 1.0 0.001 125 1469 -0 5240.745642140131 5342.470489617989 150 GTEX 1 50 100 0.0 0.001 5 6536 -1 4630.570803824304 4459.987733558103 150 GTEX 1 50 100 0.0 0.001 5 6536 -2 4084.147491986968 3922.19645754738 150 GTEX 1 50 100 0.0 0.001 5 6536 -3 3662.296082697008 3485.0243880703424 150 GTEX 1 50 100 0.0 0.001 5 6536 -4 3319.4250593756606 3220.063764332819 150 GTEX 1 50 100 0.0 0.001 5 6536 -5 3105.315557108946 3192.3828765521034 150 GTEX 1 50 100 0.0 0.001 5 6536 -6 2946.0336102237543 2946.042876385011 150 GTEX 1 50 100 0.0 0.001 5 6536 -7 2866.2614953949824 2924.5620149677698 150 GTEX 1 50 100 0.0 0.001 5 6536 -8 2775.762092839353 2734.9655566777565 150 GTEX 1 50 100 0.0 0.001 5 6536 -9 2743.809679140369 2694.0127695758083 150 GTEX 1 50 100 0.0 0.001 5 6536 -10 2698.061364063985 2695.7649408492757 150 GTEX 1 50 100 0.0 0.001 5 6536 -11 2672.796303421589 2670.960696608395 150 GTEX 1 50 100 0.0 0.001 5 6536 -12 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2529.397836832055 2541.686807494653 150 GTEX 1 50 100 0.0 0.001 5 6536 -26 2524.495543498757 2520.886812971572 150 GTEX 1 50 100 0.0 0.001 5 6536 -27 2517.2815676639084 2525.232376852869 150 GTEX 1 50 100 0.0 0.001 5 6536 -28 2514.713489461955 2513.344442041201 150 GTEX 1 50 100 0.0 0.001 5 6536 -29 2508.8734640055177 2507.6063176724388 150 GTEX 1 50 100 0.0 0.001 5 6536 -30 2507.1229547323514 2520.1280234449264 150 GTEX 1 50 100 0.0 0.001 5 6536 -31 2503.244098357493 2508.9270701825394 150 GTEX 1 50 100 0.0 0.001 5 6536 -32 2499.885750749313 2503.167657772398 150 GTEX 1 50 100 0.0 0.001 5 6536 -33 2496.3710086734263 2496.8459964650665 150 GTEX 1 50 100 0.0 0.001 5 6536 -34 2491.992075345402 2489.612731237375 150 GTEX 1 50 100 0.0 0.001 5 6536 -35 2489.380271627141 2489.5758219091613 150 GTEX 1 50 100 0.0 0.001 5 6536 -36 2483.151375104598 2491.317194369356 150 GTEX 1 50 100 0.0 0.001 5 6536 -37 2484.556729750383 2492.604476870693 150 GTEX 1 50 100 0.0 0.001 5 6536 -38 2480.5725918249327 2492.234910624109 150 GTEX 1 50 100 0.0 0.001 5 6536 -39 2476.885698346889 2475.7026900955025 150 GTEX 1 50 100 0.0 0.001 5 6536 -40 2478.191735028793 2472.431821177668 150 GTEX 1 50 100 0.0 0.001 5 6536 -41 2470.6853290903186 2476.925036296192 150 GTEX 1 50 100 0.0 0.001 5 6536 -42 2469.777087153484 2470.2688364239248 150 GTEX 1 50 100 0.0 0.001 5 6536 -43 2469.3763462420034 2461.081887364841 150 GTEX 1 50 100 0.0 0.001 5 6536 -44 2463.838706421401 2466.161063190649 150 GTEX 1 50 100 0.0 0.001 5 6536 -45 2460.2385836986373 2457.6341636280595 150 GTEX 1 50 100 0.0 0.001 5 6536 -46 2460.3081578453853 2463.938634836175 150 GTEX 1 50 100 0.0 0.001 5 6536 -47 2456.1194372712034 2455.40052801212 150 GTEX 1 50 100 0.0 0.001 5 6536 -48 2454.6410662944313 2456.7148539612053 150 GTEX 1 50 100 0.0 0.001 5 6536 -49 2452.508359630823 2451.1527897939936 150 GTEX 1 50 100 0.0 0.001 5 6536 -0 2911.2004322581074 2535.205190912399 50 GTEX 1 50 100 0.0 0.001 100 6810 -1 2461.982725252027 2417.261680922128 50 GTEX 1 50 100 0.0 0.001 100 6810 -2 2407.073521065362 2393.10198208769 50 GTEX 1 50 100 0.0 0.001 100 6810 -3 2380.360297303297 2334.0654320082285 50 GTEX 1 50 100 0.0 0.001 100 6810 -4 2359.952888879628 2324.0231000660942 50 GTEX 1 50 100 0.0 0.001 100 6810 -5 2348.935390080345 2317.636099115524 50 GTEX 1 50 100 0.0 0.001 100 6810 -6 2340.3996911609493 2304.4686748084005 50 GTEX 1 50 100 0.0 0.001 100 6810 -7 2331.782931880562 2302.0191819803795 50 GTEX 1 50 100 0.0 0.001 100 6810 -8 2326.22174611892 2292.534902594389 50 GTEX 1 50 100 0.0 0.001 100 6810 -9 2322.187830609783 2288.606595463626 50 GTEX 1 50 100 0.0 0.001 100 6810 -10 2317.354739035928 2287.329531361395 50 GTEX 1 50 100 0.0 0.001 100 6810 -11 2314.399336413041 2282.90541082462 50 GTEX 1 50 100 0.0 0.001 100 6810 -12 2310.9343685167473 2276.9962654839 50 GTEX 1 50 100 0.0 0.001 100 6810 -13 2307.5282039027843 2275.357226469671 50 GTEX 1 50 100 0.0 0.001 100 6810 -14 2305.2409118671685 2274.695844410944 50 GTEX 1 50 100 0.0 0.001 100 6810 -15 2302.067841333712 2269.6868139926924 50 GTEX 1 50 100 0.0 0.001 100 6810 -16 2300.3920083260027 2268.15959765068 50 GTEX 1 50 100 0.0 0.001 100 6810 -17 2297.5846778045197 2264.516244402403 50 GTEX 1 50 100 0.0 0.001 100 6810 -18 2296.867057344963 2267.9225466187922 50 GTEX 1 50 100 0.0 0.001 100 6810 -19 2294.4468884796984 2262.939495594329 50 GTEX 1 50 100 0.0 0.001 100 6810 -20 2293.165949580409 2261.9761605498456 50 GTEX 1 50 100 0.0 0.001 100 6810 -21 2291.8059488459508 2260.57830740925 50 GTEX 1 50 100 0.0 0.001 100 6810 -22 2290.127611301511 2262.6681783117724 50 GTEX 1 50 100 0.0 0.001 100 6810 -23 2289.3342435503755 2256.0635471126425 50 GTEX 1 50 100 0.0 0.001 100 6810 -24 2288.188037124848 2255.5494537933696 50 GTEX 1 50 100 0.0 0.001 100 6810 -25 2285.6631292881275 2255.358499389184 50 GTEX 1 50 100 0.0 0.001 100 6810 -26 2285.4526880896306 2255.706431341715 50 GTEX 1 50 100 0.0 0.001 100 6810 -27 2284.4106564197923 2252.951990860043 50 GTEX 1 50 100 0.0 0.001 100 6810 -28 2283.692269136375 2251.3192254708288 50 GTEX 1 50 100 0.0 0.001 100 6810 -29 2283.0373127696453 2251.326541799103 50 GTEX 1 50 100 0.0 0.001 100 6810 -30 2281.737958170487 2250.2185397420094 50 GTEX 1 50 100 0.0 0.001 100 6810 -31 2281.2987682438834 2251.938112672291 50 GTEX 1 50 100 0.0 0.001 100 6810 -32 2280.406789600553 2249.1568863437196 50 GTEX 1 50 100 0.0 0.001 100 6810 -33 2279.7919742644267 2249.335181870841 50 GTEX 1 50 100 0.0 0.001 100 6810 -34 2278.944602539991 2248.6360796214058 50 GTEX 1 50 100 0.0 0.001 100 6810 -35 2278.248812796259 2246.927370252718 50 GTEX 1 50 100 0.0 0.001 100 6810 -36 2277.5083129276777 2248.1672781012358 50 GTEX 1 50 100 0.0 0.001 100 6810 -37 2277.122258852915 2248.3449226640478 50 GTEX 1 50 100 0.0 0.001 100 6810 -38 2276.436250181552 2246.0599293291793 50 GTEX 1 50 100 0.0 0.001 100 6810 -39 2275.8732394642248 2244.7236418633406 50 GTEX 1 50 100 0.0 0.001 100 6810 -40 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2398.933938646664 2436.6480457610505 150 GTEX 1 50 100 1.0 0.002 100 6327 -4 2377.5015866432823 2411.230712890625 150 GTEX 1 50 100 1.0 0.002 100 6327 -5 2360.263098620331 2373.677362130169 150 GTEX 1 50 100 1.0 0.002 100 6327 -6 2350.9881632929682 2355.709554113816 150 GTEX 1 50 100 1.0 0.002 100 6327 -7 2341.6622085579347 2349.4273628263877 150 GTEX 1 50 100 1.0 0.002 100 6327 -8 2334.6902726091707 2343.0535837615853 150 GTEX 1 50 100 1.0 0.002 100 6327 -9 2330.848192369093 2336.2923208026377 150 GTEX 1 50 100 1.0 0.002 100 6327 -10 2325.829536203473 2328.388370412384 150 GTEX 1 50 100 1.0 0.002 100 6327 -11 2322.1584660655108 2327.196330371465 150 GTEX 1 50 100 1.0 0.002 100 6327 -12 2318.086863258969 2322.733570635545 150 GTEX 1 50 100 1.0 0.002 100 6327 -13 2315.071917478973 2321.68683255852 150 GTEX 1 50 100 1.0 0.002 100 6327 -14 2312.5509440533983 2320.450000139244 150 GTEX 1 50 100 1.0 0.002 100 6327 -15 2310.635306308674 2314.952385383867 150 GTEX 1 50 100 1.0 0.002 100 6327 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0.0025 75 9853 -46 2270.775582801607 2290.7236151749644 50 GTEX 1 50 100 0.0 0.0025 75 9853 -47 2271.082935166029 2294.134707142645 50 GTEX 1 50 100 0.0 0.0025 75 9853 -48 2271.3311083793537 2291.5202710982057 50 GTEX 1 50 100 0.0 0.0025 75 9853 -49 2271.3310792640304 2293.550460061193 50 GTEX 1 50 100 0.0 0.0025 75 9853 -0 3321.652848071756 4723.839429732058 150 GTEX 1 100 100 1.0 0.0025 50 3422 -1 2555.210967853176 2919.903133725939 150 GTEX 1 100 100 1.0 0.0025 50 3422 -2 2481.2926123774114 2536.6584194168845 150 GTEX 1 100 100 1.0 0.0025 50 3422 -3 2438.648734713553 2492.916802351919 150 GTEX 1 100 100 1.0 0.0025 50 3422 -4 2413.294187544769 2425.222271473236 150 GTEX 1 100 100 1.0 0.0025 50 3422 -5 2396.534292873642 2410.4044031643593 150 GTEX 1 100 100 1.0 0.0025 50 3422 -6 2383.046265099738 2393.066609545805 150 GTEX 1 100 100 1.0 0.0025 50 3422 -7 2371.116103089597 2386.469172372564 150 GTEX 1 100 100 1.0 0.0025 50 3422 -8 2362.478050063502 2398.6105669260933 150 GTEX 1 100 100 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3422 -34 2294.945300740401 2306.673205241504 150 GTEX 1 100 100 1.0 0.0025 50 3422 -35 2293.52259269143 2307.712691506505 150 GTEX 1 100 100 1.0 0.0025 50 3422 -36 2293.02662004467 2307.48800972478 150 GTEX 1 100 100 1.0 0.0025 50 3422 -37 2292.759399891152 2305.4977651385752 150 GTEX 1 100 100 1.0 0.0025 50 3422 -38 2291.5927739790604 2303.396461167716 150 GTEX 1 100 100 1.0 0.0025 50 3422 -39 2291.3245134878475 2304.2658143714348 150 GTEX 1 100 100 1.0 0.0025 50 3422 -40 2290.299445761841 2302.4707639280828 150 GTEX 1 100 100 1.0 0.0025 50 3422 -41 2289.896644883213 2300.0980266382485 150 GTEX 1 100 100 1.0 0.0025 50 3422 -42 2287.6832183196398 2298.913704179539 150 GTEX 1 100 100 1.0 0.0025 50 3422 -43 2287.0776595158677 2305.12907148586 150 GTEX 1 100 100 1.0 0.0025 50 3422 -44 2286.829623497866 2297.856923846691 150 GTEX 1 100 100 1.0 0.0025 50 3422 -45 2286.167567170005 2299.1651732006 150 GTEX 1 100 100 1.0 0.0025 50 3422 -46 2285.904705959476 2298.035992176361 150 GTEX 1 100 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2369.296680992403 2389.2506112798537 50 GTEX 1 100 100 0.5 0.0015 5 345 -51 2368.749789616645 2388.909194540161 50 GTEX 1 100 100 0.5 0.0015 5 345 -52 2368.059419036604 2389.3206387944097 50 GTEX 1 100 100 0.5 0.0015 5 345 -53 2367.6440840499813 2387.000906940649 50 GTEX 1 100 100 0.5 0.0015 5 345 -54 2366.5647499775123 2388.104254080769 50 GTEX 1 100 100 0.5 0.0015 5 345 -55 2366.234698672651 2386.5737202575447 50 GTEX 1 100 100 0.5 0.0015 5 345 -56 2365.705593071657 2387.0982582469405 50 GTEX 1 100 100 0.5 0.0015 5 345 -57 2365.297788844638 2385.592186757367 50 GTEX 1 100 100 0.5 0.0015 5 345 -58 2364.785210792877 2385.9750665584893 50 GTEX 1 100 100 0.5 0.0015 5 345 -59 2365.0196550868313 2384.975328800796 50 GTEX 1 100 100 0.5 0.0015 5 345 -60 2364.417010316882 2384.207322733484 50 GTEX 1 100 100 0.5 0.0015 5 345 -61 2363.928186706949 2385.4572851376847 50 GTEX 1 100 100 0.5 0.0015 5 345 -62 2363.687959423813 2383.455598896447 50 GTEX 1 100 100 0.5 0.0015 5 345 -63 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2360.820264043231 2382.634931325006 50 GTEX 1 100 100 0.5 0.0015 5 345 -77 2360.2266893025194 2380.0816279074083 50 GTEX 1 100 100 0.5 0.0015 5 345 -78 2360.705087692569 2382.721471750237 50 GTEX 1 100 100 0.5 0.0015 5 345 -79 2360.006080254313 2379.837788048806 50 GTEX 1 100 100 0.5 0.0015 5 345 -80 2359.64196286071 2380.519278290607 50 GTEX 1 100 100 0.5 0.0015 5 345 -81 2359.873095177037 2379.411097073283 50 GTEX 1 100 100 0.5 0.0015 5 345 -82 2359.355292381801 2379.322129166172 50 GTEX 1 100 100 0.5 0.0015 5 345 -83 2359.275696632463 2380.651361153606 50 GTEX 1 100 100 0.5 0.0015 5 345 -84 2359.2464383114125 2378.978954242663 50 GTEX 1 100 100 0.5 0.0015 5 345 -85 2358.9197808371764 2380.351818244267 50 GTEX 1 100 100 0.5 0.0015 5 345 -86 2358.9192453370097 2381.5582976250594 50 GTEX 1 100 100 0.5 0.0015 5 345 -87 2358.880393220364 2379.573071381892 50 GTEX 1 100 100 0.5 0.0015 5 345 -88 2358.7053497820552 2378.368408203125 50 GTEX 1 100 100 0.5 0.0015 5 345 -89 2358.516877809925 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3036.4729922914685 100 GTEX 1 100 100 0.0 0.0015 5 7048 -3 2888.2385843175634 2938.649578370069 100 GTEX 1 100 100 0.0 0.0015 5 7048 -4 2734.870496872978 2678.0255855661835 100 GTEX 1 100 100 0.0 0.0015 5 7048 -5 2662.679288008881 2612.0520854993465 100 GTEX 1 100 100 0.0 0.0015 5 7048 -6 2623.0032356433867 2629.476481738653 100 GTEX 1 100 100 0.0 0.0015 5 7048 -7 2588.6574632244324 2550.0395210759266 100 GTEX 1 100 100 0.0 0.0015 5 7048 -8 2575.6809093120346 2528.836138939223 100 GTEX 1 100 100 0.0 0.0015 5 7048 -9 2553.7450981297284 2542.0549121465065 100 GTEX 1 100 100 0.0 0.0015 5 7048 -10 2539.5669252970433 2494.6469828674553 100 GTEX 1 100 100 0.0 0.0015 5 7048 -11 2527.482630917348 2490.9520639629873 100 GTEX 1 100 100 0.0 0.0015 5 7048 -12 2518.3633408990195 2474.689286032557 100 GTEX 1 100 100 0.0 0.0015 5 7048 -13 2513.63165263217 2489.422747593869 100 GTEX 1 100 100 0.0 0.0015 5 7048 -14 2499.141047288236 2466.1915900516874 100 GTEX 1 100 100 0.0 0.0015 5 7048 -15 2493.949529863605 2489.23403803024 100 GTEX 1 100 100 0.0 0.0015 5 7048 -16 2488.06309966219 2444.621759334898 100 GTEX 1 100 100 0.0 0.0015 5 7048 -17 2481.560466930357 2460.3002920404588 100 GTEX 1 100 100 0.0 0.0015 5 7048 -18 2478.076849831363 2439.7511715036835 100 GTEX 1 100 100 0.0 0.0015 5 7048 -19 2470.868297956883 2436.277615739365 100 GTEX 1 100 100 0.0 0.0015 5 7048 -20 2464.749028698373 2432.680917486039 100 GTEX 1 100 100 0.0 0.0015 5 7048 -21 2460.4038705379544 2442.764771900249 100 GTEX 1 100 100 0.0 0.0015 5 7048 -22 2456.530392348709 2425.427237739128 100 GTEX 1 100 100 0.0 0.0015 5 7048 -23 2453.433158438523 2413.9745815262595 100 GTEX 1 100 100 0.0 0.0015 5 7048 -24 2450.311378092981 2417.424208724453 100 GTEX 1 100 100 0.0 0.0015 5 7048 -25 2447.5119522657237 2416.4524733394724 100 GTEX 1 100 100 0.0 0.0015 5 7048 -26 2444.1050985289357 2412.810549659874 100 GTEX 1 100 100 0.0 0.0015 5 7048 -27 2440.6595552725917 2406.360475953541 100 GTEX 1 100 100 0.0 0.0015 5 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GTEX 1 100 100 0.0 0.0015 5 7048 -67 2386.976762129511 2355.75238663706 100 GTEX 1 100 100 0.0 0.0015 5 7048 -68 2386.0758663317315 2355.5213265654706 100 GTEX 1 100 100 0.0 0.0015 5 7048 -69 2384.479412861783 2355.8025524298955 100 GTEX 1 100 100 0.0 0.0015 5 7048 -70 2384.312839171596 2353.290503208175 100 GTEX 1 100 100 0.0 0.0015 5 7048 -71 2383.8936647274327 2352.4047016100285 100 GTEX 1 100 100 0.0 0.0015 5 7048 -72 2382.405076722101 2351.573365650249 100 GTEX 1 100 100 0.0 0.0015 5 7048 -73 2382.4781364552937 2353.214214368465 100 GTEX 1 100 100 0.0 0.0015 5 7048 -74 2382.173608096711 2350.451571968572 100 GTEX 1 100 100 0.0 0.0015 5 7048 -75 2381.7643334040285 2350.1501966121077 100 GTEX 1 100 100 0.0 0.0015 5 7048 -76 2380.7059727829237 2348.5235637476235 100 GTEX 1 100 100 0.0 0.0015 5 7048 -77 2379.9996713501505 2349.1196186950447 100 GTEX 1 100 100 0.0 0.0015 5 7048 -78 2379.063753042023 2348.6552233097673 100 GTEX 1 100 100 0.0 0.0015 5 7048 -79 2378.208682674232 2347.858520971958 100 GTEX 1 100 100 0.0 0.0015 5 7048 -80 2378.275553505764 2345.941508362049 100 GTEX 1 100 100 0.0 0.0015 5 7048 -81 2376.920889102029 2347.9663420122392 100 GTEX 1 100 100 0.0 0.0015 5 7048 -82 2376.6099219245143 2345.645814148645 100 GTEX 1 100 100 0.0 0.0015 5 7048 -83 2376.230624951517 2346.050476770437 100 GTEX 1 100 100 0.0 0.0015 5 7048 -84 2375.809583206797 2345.17056146774 100 GTEX 1 100 100 0.0 0.0015 5 7048 -85 2375.1670243974545 2344.398307539211 100 GTEX 1 100 100 0.0 0.0015 5 7048 -86 2374.855044811293 2342.9315227319985 100 GTEX 1 100 100 0.0 0.0015 5 7048 -87 2373.991176148686 2342.422309440352 100 GTEX 1 100 100 0.0 0.0015 5 7048 -88 2373.11423488644 2342.4586789671453 100 GTEX 1 100 100 0.0 0.0015 5 7048 -89 2372.8315781701817 2341.020486461799 100 GTEX 1 100 100 0.0 0.0015 5 7048 -90 2372.0938476614083 2341.6263543770788 100 GTEX 1 100 100 0.0 0.0015 5 7048 -91 2371.90924501001 2341.078202976473 100 GTEX 1 100 100 0.0 0.0015 5 7048 -92 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3914 -5 2575.0081908960487 2610.9463716804307 150 GTEX 1 100 100 0.0 0.001 25 3914 -6 2548.5632546774327 2524.5191060925617 150 GTEX 1 100 100 0.0 0.001 25 3914 -7 2524.058374933775 2550.2727798055785 150 GTEX 1 100 100 0.0 0.001 25 3914 -8 2507.843382280429 2489.9303493717325 150 GTEX 1 100 100 0.0 0.001 25 3914 -9 2491.914112813548 2499.0512681388127 150 GTEX 1 100 100 0.0 0.001 25 3914 -10 2480.6866692204253 2451.945911479993 150 GTEX 1 100 100 0.0 0.001 25 3914 -11 2471.481200991355 2454.139946883169 150 GTEX 1 100 100 0.0 0.001 25 3914 -12 2460.4838455859413 2442.520589037993 150 GTEX 1 100 100 0.0 0.001 25 3914 -13 2451.513565574413 2448.317721870916 150 GTEX 1 100 100 0.0 0.001 25 3914 -14 2445.324244229132 2423.8700371223717 150 GTEX 1 100 100 0.0 0.001 25 3914 -15 2437.680374817623 2406.2250138779555 150 GTEX 1 100 100 0.0 0.001 25 3914 -16 2429.686311558407 2410.601996940352 150 GTEX 1 100 100 0.0 0.001 25 3914 -17 2425.3076336922004 2408.545852951224 150 GTEX 1 100 100 0.0 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2284.836483335314 100 GTEX 1 50 100 1.0 0.0025 75 365 -40 2275.599990943045 2283.375686007308 100 GTEX 1 50 100 1.0 0.0025 75 365 -41 2275.003207430664 2280.3327692416237 100 GTEX 1 50 100 1.0 0.0025 75 365 -42 2274.969921601641 2283.9285187811906 100 GTEX 1 50 100 1.0 0.0025 75 365 -43 2275.034778808129 2284.619863763961 100 GTEX 1 50 100 1.0 0.0025 75 365 -44 2274.5115330205413 2282.803606040577 100 GTEX 1 50 100 1.0 0.0025 75 365 -45 2273.572462856172 2279.572180222196 100 GTEX 1 50 100 1.0 0.0025 75 365 -46 2272.7298822915704 2281.6501501975404 100 GTEX 1 50 100 1.0 0.0025 75 365 -47 2272.81125203833 2285.172667760813 100 GTEX 1 50 100 1.0 0.0025 75 365 -48 2272.3128964996413 2281.748388486217 100 GTEX 1 50 100 1.0 0.0025 75 365 -49 2272.9902476303373 2286.381926910052 100 GTEX 1 50 100 1.0 0.0025 75 365 -0 2922.4778037308465 3032.5439815158625 100 GTEX 1 100 100 1.0 0.0015 125 891 -1 2452.177194877601 2582.178524350939 100 GTEX 1 100 100 1.0 0.0015 125 891 -2 2402.4605444818185 2416.2365676241684 100 GTEX 1 100 100 1.0 0.0015 125 891 -3 2374.871703933937 2449.308926078303 100 GTEX 1 100 100 1.0 0.0015 125 891 -4 2358.088750081492 2327.9526051568437 100 GTEX 1 100 100 1.0 0.0015 125 891 -5 2344.100477341728 2321.728569465898 100 GTEX 1 100 100 1.0 0.0015 125 891 -6 2335.6599611850706 2314.846495885813 100 GTEX 1 100 100 1.0 0.0015 125 891 -7 2329.061535016579 2305.0270262743584 100 GTEX 1 100 100 1.0 0.0015 125 891 -8 2325.086889924376 2312.7602028502256 100 GTEX 1 100 100 1.0 0.0015 125 891 -9 2320.5826567523623 2295.2252796013545 100 GTEX 1 100 100 1.0 0.0015 125 891 -10 2316.604587037951 2318.871866088403 100 GTEX 1 100 100 1.0 0.0015 125 891 -11 2313.5685107282616 2292.125910653814 100 GTEX 1 100 100 1.0 0.0015 125 891 -12 2309.505564843461 2288.9363554167653 100 GTEX 1 100 100 1.0 0.0015 125 891 -13 2307.216770364325 2286.175088744653 100 GTEX 1 100 100 1.0 0.0015 125 891 -14 2304.816731057349 2297.4608242484555 100 GTEX 1 100 100 1.0 0.0015 125 891 -15 2302.6072384665154 2279.4239543726235 100 GTEX 1 100 100 1.0 0.0015 125 891 -16 2300.128719978981 2279.450901742217 100 GTEX 1 100 100 1.0 0.0015 125 891 -17 2298.256950670957 2277.28702025903 100 GTEX 1 100 100 1.0 0.0015 125 891 -18 2296.756817086037 2279.033515959185 100 GTEX 1 100 100 1.0 0.0015 125 891 -19 2295.288338872036 2276.714909658686 100 GTEX 1 100 100 1.0 0.0015 125 891 -20 2293.0141782598434 2274.7694588432746 100 GTEX 1 100 100 1.0 0.0015 125 891 -21 2292.567950238947 2269.679395088225 100 GTEX 1 100 100 1.0 0.0015 125 891 -22 2291.0398833767545 2272.736266857771 100 GTEX 1 100 100 1.0 0.0015 125 891 -23 2289.726673210437 2289.947791037904 100 GTEX 1 100 100 1.0 0.0015 125 891 -24 2288.5409958193595 2266.2658097299786 100 GTEX 1 100 100 1.0 0.0015 125 891 -25 2288.3510550578244 2265.797238890209 100 GTEX 1 100 100 1.0 0.0015 125 891 -26 2286.849889464926 2268.9963982295626 100 GTEX 1 100 100 1.0 0.0015 125 891 -27 2285.934030944044 2266.382645407557 100 GTEX 1 100 100 1.0 0.0015 125 891 -28 2285.2488534390845 2264.3331136377137 100 GTEX 1 100 100 1.0 0.0015 125 891 -29 2284.161629500832 2274.065193901497 100 GTEX 1 100 100 1.0 0.0015 125 891 -30 2282.812968578764 2260.7931794721358 100 GTEX 1 100 100 1.0 0.0015 125 891 -31 2282.4331620747157 2281.877701327828 100 GTEX 1 100 100 1.0 0.0015 125 891 -32 2282.201317528982 2261.18125538409 100 GTEX 1 100 100 1.0 0.0015 125 891 -33 2280.254530308201 2266.8908682123333 100 GTEX 1 100 100 1.0 0.0015 125 891 -34 2279.707509009504 2257.781205442015 100 GTEX 1 100 100 1.0 0.0015 125 891 -35 2279.793654417153 2263.322975767883 100 GTEX 1 100 100 1.0 0.0015 125 891 -36 2278.702083708128 2262.8584931232176 100 GTEX 1 100 100 1.0 0.0015 125 891 -37 2278.1216633169 2262.149995172885 100 GTEX 1 100 100 1.0 0.0015 125 891 -38 2278.4690573484704 2259.048117053826 100 GTEX 1 100 100 1.0 0.0015 125 891 -39 2276.3453423425617 2255.4001539107057 100 GTEX 1 100 100 1.0 0.0015 125 891 -40 2276.1209311787 2256.8302591418133 100 GTEX 1 100 100 1.0 0.0015 125 891 -41 2275.8088015544954 2264.203307873396 100 GTEX 1 100 100 1.0 0.0015 125 891 -42 2275.069914917237 2255.7363188420863 100 GTEX 1 100 100 1.0 0.0015 125 891 -43 2274.0029544703393 2266.117267333056 100 GTEX 1 100 100 1.0 0.0015 125 891 -44 2274.8399833436624 2257.869541646863 100 GTEX 1 100 100 1.0 0.0015 125 891 -45 2273.966362027718 2254.21452070461 100 GTEX 1 100 100 1.0 0.0015 125 891 -46 2273.47976889912 2252.5975225760462 100 GTEX 1 100 100 1.0 0.0015 125 891 -47 2273.372294956948 2253.645661908864 100 GTEX 1 100 100 1.0 0.0015 125 891 -48 2272.7629136645305 2252.388504782557 100 GTEX 1 100 100 1.0 0.0015 125 891 -49 2272.905599456913 2253.899803944867 100 GTEX 1 100 100 1.0 0.0015 125 891 -50 2272.106148821028 2250.044186668251 100 GTEX 1 100 100 1.0 0.0015 125 891 -51 2271.5327929831915 2250.487892295924 100 GTEX 1 100 100 1.0 0.0015 125 891 -52 2270.799918544145 2252.3831522546343 100 GTEX 1 100 100 1.0 0.0015 125 891 -53 2270.5445255816667 2249.8529326580324 100 GTEX 1 100 100 1.0 0.0015 125 891 -54 2269.8873987178736 2249.500235786003 100 GTEX 1 100 100 1.0 0.0015 125 891 -55 2269.8394085416776 2252.236829402329 100 GTEX 1 100 100 1.0 0.0015 125 891 -56 2270.3742569532237 2252.030936237524 100 GTEX 1 100 100 1.0 0.0015 125 891 -57 2269.0129708378445 2249.6233262906962 100 GTEX 1 100 100 1.0 0.0015 125 891 -58 2268.79598137362 2250.7207653205205 100 GTEX 1 100 100 1.0 0.0015 125 891 -59 2269.075248462793 2248.414340987405 100 GTEX 1 100 100 1.0 0.0015 125 891 -60 2268.325342307489 2247.462989952174 100 GTEX 1 100 100 1.0 0.0015 125 891 -61 2267.409299939717 2248.591708687322 100 GTEX 1 100 100 1.0 0.0015 125 891 -62 2267.7115488960007 2253.748578785944 100 GTEX 1 100 100 1.0 0.0015 125 891 -63 2269.201672096369 2256.639317037488 100 GTEX 1 100 100 1.0 0.0015 125 891 -64 2267.51842476456 2248.844952137298 100 GTEX 1 100 100 1.0 0.0015 125 891 -65 2267.422927406757 2248.0284799786123 100 GTEX 1 100 100 1.0 0.0015 125 891 -66 2266.9206717557536 2246.691584481939 100 GTEX 1 100 100 1.0 0.0015 125 891 -67 2266.23638225526 2250.9399274818797 100 GTEX 1 100 100 1.0 0.0015 125 891 -68 2266.2808258034074 2245.6758443738117 100 GTEX 1 100 100 1.0 0.0015 125 891 -69 2265.7951905663667 2246.297379062203 100 GTEX 1 100 100 1.0 0.0015 125 891 -70 2265.9503643567373 2248.2752773734555 100 GTEX 1 100 100 1.0 0.0015 125 891 -71 2266.045161425255 2245.202936556856 100 GTEX 1 100 100 1.0 0.0015 125 891 -72 2266.094177497533 2245.213250802044 100 GTEX 1 100 100 1.0 0.0015 125 891 -73 2265.779992780225 2244.167843430668 100 GTEX 1 100 100 1.0 0.0015 125 891 -74 2265.403997056799 2245.6723345042183 100 GTEX 1 100 100 1.0 0.0015 125 891 -75 2265.942413784602 2248.2131607577826 100 GTEX 1 100 100 1.0 0.0015 125 891 -76 2264.883103240616 2247.123899046459 100 GTEX 1 100 100 1.0 0.0015 125 891 -77 2265.113038759845 2244.376109308163 100 GTEX 1 100 100 1.0 0.0015 125 891 -78 2264.89078537927 2243.5776107265924 100 GTEX 1 100 100 1.0 0.0015 125 891 -79 2264.801785096833 2249.216453407201 100 GTEX 1 100 100 1.0 0.0015 125 891 -80 2265.020226665242 2247.568768751485 100 GTEX 1 100 100 1.0 0.0015 125 891 -81 2263.5686618236373 2247.0481254084484 100 GTEX 1 100 100 1.0 0.0015 125 891 -82 2264.767157023039 2243.8743882560007 100 GTEX 1 100 100 1.0 0.0015 125 891 -83 2264.508066723965 2244.441450807985 100 GTEX 1 100 100 1.0 0.0015 125 891 -84 2263.2307728491073 2242.6209554345887 100 GTEX 1 100 100 1.0 0.0015 125 891 -85 2264.02326391697 2246.6830135679065 100 GTEX 1 100 100 1.0 0.0015 125 891 -86 2262.7943594515405 2242.6655737583174 100 GTEX 1 100 100 1.0 0.0015 125 891 -87 2263.820833661708 2246.1174000787187 100 GTEX 1 100 100 1.0 0.0015 125 891 -88 2263.781971616454 2243.3321714219933 100 GTEX 1 100 100 1.0 0.0015 125 891 -89 2263.047948192364 2243.3080878312144 100 GTEX 1 100 100 1.0 0.0015 125 891 -90 2263.8036534031453 2242.1720235266157 100 GTEX 1 100 100 1.0 0.0015 125 891 -91 2262.658252458581 2246.6385679063687 100 GTEX 1 100 100 1.0 0.0015 125 891 -92 2262.685859458555 2241.5876074961384 100 GTEX 1 100 100 1.0 0.0015 125 891 -93 2263.9819782080185 2252.5900062009864 100 GTEX 1 100 100 1.0 0.0015 125 891 -94 2262.849717661309 2247.8655490657675 100 GTEX 1 100 100 1.0 0.0015 125 891 -95 2262.3715790397728 2244.039779140922 100 GTEX 1 100 100 1.0 0.0015 125 891 -96 2263.3948576562416 2254.685122645853 100 GTEX 1 100 100 1.0 0.0015 125 891 -97 2261.581396025338 2245.3816734865136 100 GTEX 1 100 100 1.0 0.0015 125 891 -98 2262.6544064507384 2243.400722025012 100 GTEX 1 100 100 1.0 0.0015 125 891 -99 2262.1039909603755 2244.6454957447127 100 GTEX 1 100 100 1.0 0.0015 125 891 -0 2892.085498836006 2897.1060285096837 100 GTEX 1 100 100 1.0 0.002 100 5354 -1 2450.572850278228 2416.835635805311 100 GTEX 1 100 100 1.0 0.002 100 5354 -2 2396.638098207713 2379.332046102661 100 GTEX 1 100 100 1.0 0.002 100 5354 -3 2371.574615688048 2377.808500920865 100 GTEX 1 100 100 1.0 0.002 100 5354 -4 2353.2504092392082 2353.4041288542653 100 GTEX 1 100 100 1.0 0.002 100 5354 -5 2342.224986069001 2329.5585222715663 100 GTEX 1 100 100 1.0 0.002 100 5354 -6 2334.672213011109 2320.885779319154 100 GTEX 1 100 100 1.0 0.002 100 5354 -7 2328.26334892443 2312.5304711635576 100 GTEX 1 100 100 1.0 0.002 100 5354 -8 2322.627586389729 2310.0204586130585 100 GTEX 1 100 100 1.0 0.002 100 5354 -9 2317.7696569436107 2308.1929277195222 100 GTEX 1 100 100 1.0 0.002 100 5354 -10 2313.8530158936137 2308.625260849869 100 GTEX 1 100 100 1.0 0.002 100 5354 -11 2311.5619718753715 2304.661852238296 100 GTEX 1 100 100 1.0 0.002 100 5354 -12 2307.7906736940245 2297.5894510827593 100 GTEX 1 100 100 1.0 0.002 100 5354 -13 2304.9868839981564 2294.0412235622625 100 GTEX 1 100 100 1.0 0.002 100 5354 -14 2302.839482941773 2293.12607960284 100 GTEX 1 100 100 1.0 0.002 100 5354 -15 2300.4494977310164 2290.67717740019 100 GTEX 1 100 100 1.0 0.002 100 5354 -16 2299.5048520724954 2291.197118954967 100 GTEX 1 100 100 1.0 0.002 100 5354 -17 2296.847303668335 2285.872034109137 100 GTEX 1 100 100 1.0 0.002 100 5354 -18 2295.4123556302898 2294.377051523883 100 GTEX 1 100 100 1.0 0.002 100 5354 -19 2293.394426341997 2282.9752350433696 100 GTEX 1 100 100 1.0 0.002 100 5354 -20 2292.172977049801 2286.040728782973 100 GTEX 1 100 100 1.0 0.002 100 5354 -21 2290.118567318754 2282.6586626292183 100 GTEX 1 100 100 1.0 0.002 100 5354 -22 2289.6135512050078 2282.813569391635 100 GTEX 1 100 100 1.0 0.002 100 5354 -23 2288.200124187556 2287.2187453585434 100 GTEX 1 100 100 1.0 0.002 100 5354 -24 2287.3660616473253 2277.781934150725 100 GTEX 1 100 100 1.0 0.002 100 5354 -25 2285.912993691697 2276.1317226859555 100 GTEX 1 100 100 1.0 0.002 100 5354 -26 2285.2290309842747 2276.6125599676207 100 GTEX 1 100 100 1.0 0.002 100 5354 -27 2284.7354057185485 2277.550754329551 100 GTEX 1 100 100 1.0 0.002 100 5354 -28 2283.4500646674796 2274.9517167820222 100 GTEX 1 100 100 1.0 0.002 100 5354 -29 2282.3107197101613 2272.5329478448793 100 GTEX 1 100 100 1.0 0.002 100 5354 -30 2281.7388775080954 2274.9356749792064 100 GTEX 1 100 100 1.0 0.002 100 5354 -31 2281.2881907423484 2269.803732288201 100 GTEX 1 100 100 1.0 0.002 100 5354 -32 2280.4234178026713 2275.4917409918608 100 GTEX 1 100 100 1.0 0.002 100 5354 -33 2279.7669780501924 2271.171725545093 100 GTEX 1 100 100 1.0 0.002 100 5354 -34 2278.4462843947645 2269.5614278234907 100 GTEX 1 100 100 1.0 0.002 100 5354 -35 2278.8812937580874 2269.8995876529825 100 GTEX 1 100 100 1.0 0.002 100 5354 -36 2277.9353670769187 2270.864170553113 100 GTEX 1 100 100 1.0 0.002 100 5354 -37 2277.284872394939 2268.739311653398 100 GTEX 1 100 100 1.0 0.002 100 5354 -38 2276.444103685417 2270.836301390209 100 GTEX 1 100 100 1.0 0.002 100 5354 -39 2276.315707972224 2271.138815760159 100 GTEX 1 100 100 1.0 0.002 100 5354 -40 2276.0712963606725 2266.380214212512 100 GTEX 1 100 100 1.0 0.002 100 5354 -41 2274.731802355592 2265.1866199798005 100 GTEX 1 100 100 1.0 0.002 100 5354 -42 2274.438819757117 2265.8215220636293 100 GTEX 1 100 100 1.0 0.002 100 5354 -43 2274.032436404294 2264.479753037369 100 GTEX 1 100 100 1.0 0.002 100 5354 -44 2273.2357699824474 2264.027718779705 100 GTEX 1 100 100 1.0 0.002 100 5354 -45 2273.687646118177 2263.5632008599687 100 GTEX 1 100 100 1.0 0.002 100 5354 -46 2272.38315306418 2263.811113132723 100 GTEX 1 100 100 1.0 0.002 100 5354 -47 2272.782002846442 2268.0895606211384 100 GTEX 1 100 100 1.0 0.002 100 5354 -48 2271.996044442207 2264.065062084125 100 GTEX 1 100 100 1.0 0.002 100 5354 -49 2271.391424214335 2263.43399291528 100 GTEX 1 100 100 1.0 0.002 100 5354 -50 2271.8464089846225 2263.6342578496315 100 GTEX 1 100 100 1.0 0.002 100 5354 -51 2270.9798972231665 2265.844201149596 100 GTEX 1 100 100 1.0 0.002 100 5354 -52 2271.1430320300533 2261.773715987405 100 GTEX 1 100 100 1.0 0.002 100 5354 -53 2270.698533856505 2264.6900258807627 100 GTEX 1 100 100 1.0 0.002 100 5354 -54 2269.8936266118903 2261.520809507189 100 GTEX 1 100 100 1.0 0.002 100 5354 -55 2269.0789598025954 2264.69393677222 100 GTEX 1 100 100 1.0 0.002 100 5354 -56 2270.4196874308864 2265.439848577115 100 GTEX 1 100 100 1.0 0.002 100 5354 -57 2269.1858428507003 2273.2188103389376 100 GTEX 1 100 100 1.0 0.002 100 5354 -58 2269.74589778247 2259.924294127258 100 GTEX 1 100 100 1.0 0.002 100 5354 -59 2268.453635872059 2261.370485719166 100 GTEX 1 100 100 1.0 0.002 100 5354 -60 2268.8486703864824 2257.9638337690108 100 GTEX 1 100 100 1.0 0.002 100 5354 -61 2268.456226052711 2261.3986955649953 100 GTEX 1 100 100 1.0 0.002 100 5354 -62 2267.78987667172 2261.967717740019 100 GTEX 1 100 100 1.0 0.002 100 5354 -63 2267.307893125462 2256.9873334645317 100 GTEX 1 100 100 1.0 0.002 100 5354 -64 2266.8687614810824 2257.553630176153 100 GTEX 1 100 100 1.0 0.002 100 5354 -65 2267.1041640534218 2262.5808226146623 100 GTEX 1 100 100 1.0 0.002 100 5354 -66 2267.177408458741 2260.359487323253 100 GTEX 1 100 100 1.0 0.002 100 5354 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100 1.0 0.002 100 5354 -80 2265.152626779826 2256.301202694273 100 GTEX 1 100 100 1.0 0.002 100 5354 -81 2264.878966878986 2255.654627346721 100 GTEX 1 100 100 1.0 0.002 100 5354 -82 2265.809235782851 2256.9847453882485 100 GTEX 1 100 100 1.0 0.002 100 5354 -83 2264.89399691032 2256.271928098265 100 GTEX 1 100 100 1.0 0.002 100 5354 -84 2264.5215780391754 2255.0985056365853 100 GTEX 1 100 100 1.0 0.002 100 5354 -85 2264.2662019940153 2259.759218861395 100 GTEX 1 100 100 1.0 0.002 100 5354 -86 2263.532482101684 2258.024348153814 100 GTEX 1 100 100 1.0 0.002 100 5354 -87 2264.018656242985 2253.901045070402 100 GTEX 1 100 100 1.0 0.002 100 5354 -88 2264.773551021393 2256.303680303885 100 GTEX 1 100 100 1.0 0.002 100 5354 -89 2264.856465143929 2259.366557190173 100 GTEX 1 100 100 1.0 0.002 100 5354 -90 2264.055704834268 2253.9415464219933 100 GTEX 1 100 100 1.0 0.002 100 5354 -91 2264.102709602476 2255.1736703154706 100 GTEX 1 100 100 1.0 0.002 100 5354 -92 2264.1163885693395 2255.041394367871 100 GTEX 1 100 100 1.0 0.002 100 5354 -93 2263.6918667827217 2255.729933125891 100 GTEX 1 100 100 1.0 0.002 100 5354 -94 2263.3097679304997 2254.534955739069 100 GTEX 1 100 100 1.0 0.002 100 5354 -95 2263.418432016313 2253.797654764734 100 GTEX 1 100 100 1.0 0.002 100 5354 -96 2263.172516388136 2258.1482286344462 100 GTEX 1 100 100 1.0 0.002 100 5354 -97 2263.205663500309 2253.3898322391874 100 GTEX 1 100 100 1.0 0.002 100 5354 -98 2263.337205834659 2255.0485022947364 100 GTEX 1 100 100 1.0 0.002 100 5354 -99 2262.800893636695 2253.488108587809 100 GTEX 1 100 100 1.0 0.002 100 5354 -0 5088.061758990523 4792.23419676806 50 GTEX 1 50 100 0.5 0.0005 5 921 -1 4333.234871430446 4093.8363440916105 50 GTEX 1 50 100 0.5 0.0005 5 921 -2 3776.081576648655 3406.00197029839 50 GTEX 1 50 100 0.5 0.0005 5 921 -3 3332.4741928376197 3027.5191919595118 50 GTEX 1 50 100 0.5 0.0005 5 921 -4 3007.66245911992 2769.6059797743883 50 GTEX 1 50 100 0.5 0.0005 5 921 -5 2849.3950338439195 2823.5681435472607 50 GTEX 1 50 100 0.5 0.0005 5 921 -6 2758.72556595134 2713.992311891041 50 GTEX 1 50 100 0.5 0.0005 5 921 -7 2705.067630486163 2633.100675981761 50 GTEX 1 50 100 0.5 0.0005 5 921 -8 2663.081109642995 2623.6396489016456 50 GTEX 1 50 100 0.5 0.0005 5 921 -9 2628.360654759006 2632.211875538409 50 GTEX 1 50 100 0.5 0.0005 5 921 -10 2605.0808485076864 2577.2696393959422 50 GTEX 1 50 100 0.5 0.0005 5 921 -11 2586.507492025135 2535.1524639637296 50 GTEX 1 50 100 0.5 0.0005 5 921 -12 2574.854910891122 2536.3559017979146 50 GTEX 1 50 100 0.5 0.0005 5 921 -13 2552.12737644478 2528.2157855015744 50 GTEX 1 50 100 0.5 0.0005 5 921 -14 2534.598036760713 2507.059806098503 50 GTEX 1 50 100 0.5 0.0005 5 921 -15 2528.015796984137 2511.135337916617 50 GTEX 1 50 100 0.5 0.0005 5 921 -16 2517.788570169941 2515.8203974386583 50 GTEX 1 50 100 0.5 0.0005 5 921 -17 2508.437672370966 2489.7901611328125 50 GTEX 1 50 100 0.5 0.0005 5 921 -18 2504.160869356217 2482.1533198483544 50 GTEX 1 50 100 0.5 0.0005 5 921 -19 2494.1771617650456 2472.970020366712 50 GTEX 1 50 100 0.5 0.0005 5 921 -20 2489.851081413768 2469.329653895853 50 GTEX 1 50 100 0.5 0.0005 5 921 -21 2483.8541176855288 2463.9003669535705 50 GTEX 1 50 100 0.5 0.0005 5 921 -22 2478.4007409630576 2453.954889681856 50 GTEX 1 50 100 0.5 0.0005 5 921 -23 2472.139128874685 2450.217803606969 50 GTEX 1 50 100 0.5 0.0005 5 921 -24 2466.221583289733 2449.609933367247 50 GTEX 1 50 100 0.5 0.0005 5 921 -25 2464.269734696223 2450.2231644895137 50 GTEX 1 50 100 0.5 0.0005 5 921 -26 2459.640925514493 2444.695310643417 50 GTEX 1 50 100 0.5 0.0005 5 921 -27 2455.582970212729 2443.0337206474273 50 GTEX 1 50 100 0.5 0.0005 5 921 -28 2451.140547453696 2442.805287640357 50 GTEX 1 50 100 0.5 0.0005 5 921 -29 2448.4667254921696 2425.8562531561906 50 GTEX 1 50 100 0.5 0.0005 5 921 -30 2444.516232966117 2422.584856040577 50 GTEX 1 50 100 0.5 0.0005 5 921 -31 2440.637503677453 2427.6173661960847 50 GTEX 1 50 100 0.5 0.0005 5 921 -32 2437.9838508726034 2421.041879864247 50 GTEX 1 50 100 0.5 0.0005 5 921 -33 2435.320416763288 2419.5941087846068 50 GTEX 1 50 100 0.5 0.0005 5 921 -34 2431.47294892476 2416.207458264021 50 GTEX 1 50 100 0.5 0.0005 5 921 -35 2430.0846399726515 2410.2118620781844 50 GTEX 1 50 100 0.5 0.0005 5 921 -36 2427.1469413231075 2413.4783986602897 50 GTEX 1 50 100 0.5 0.0005 5 921 -37 2424.698959084641 2407.7101558786835 50 GTEX 1 50 100 0.5 0.0005 5 921 -38 2421.156596031363 2404.3333067223152 50 GTEX 1 50 100 0.5 0.0005 5 921 -39 2418.560834082578 2404.678794947867 50 GTEX 1 50 100 0.5 0.0005 5 921 -40 2417.306361979236 2401.794167174133 50 GTEX 1 50 100 0.5 0.0005 5 921 -41 2415.557370132764 2397.646379942223 50 GTEX 1 50 100 0.5 0.0005 5 921 -42 2415.32171037077 2397.349139659577 50 GTEX 1 50 100 0.5 0.0005 5 921 -43 2411.929710271329 2396.106647215869 50 GTEX 1 50 100 0.5 0.0005 5 921 -44 2411.815028442757 2396.371732414449 50 GTEX 1 50 100 0.5 0.0005 5 921 -45 2408.8465916968153 2394.586743256892 50 GTEX 1 50 100 0.5 0.0005 5 921 -46 2408.1425545026473 2390.3472171681915 50 GTEX 1 50 100 0.5 0.0005 5 921 -47 2406.224847713191 2390.408216121079 50 GTEX 1 50 100 0.5 0.0005 5 921 -48 2405.515640112116 2389.5117623796937 50 GTEX 1 50 100 0.5 0.0005 5 921 -49 2404.9783435377085 2389.9009230000893 50 GTEX 1 50 100 0.5 0.0005 5 921 -0 2709.7796248285576 2536.135538427549 50 GTEX 1 50 100 0.5 0.0015 125 9264 -1 2401.762592777048 2389.8075215734907 50 GTEX 1 50 100 0.5 0.0015 125 9264 -2 2361.916077930245 2372.554409012595 50 GTEX 1 50 100 0.5 0.0015 125 9264 -3 2342.341145609832 2380.442852063777 50 GTEX 1 50 100 0.5 0.0015 125 9264 -4 2328.578051837757 2336.434767110266 50 GTEX 1 50 100 0.5 0.0015 125 9264 -5 2320.0619581300502 2343.024279460254 50 GTEX 1 50 100 0.5 0.0015 125 9264 -6 2313.3329029818633 2334.3309270474388 50 GTEX 1 50 100 0.5 0.0015 125 9264 -7 2308.765624123188 2315.5673113340663 50 GTEX 1 50 100 0.5 0.0015 125 9264 -8 2304.960168690418 2315.781405488801 50 GTEX 1 50 100 0.5 0.0015 125 9264 -9 2301.338154468111 2320.921434525754 50 GTEX 1 50 100 0.5 0.0015 125 9264 -10 2297.350690948657 2309.364041984761 50 GTEX 1 50 100 0.5 0.0015 125 9264 -11 2294.700592998417 2311.7361972359195 50 GTEX 1 50 100 0.5 0.0015 125 9264 -12 2293.204318573524 2303.085837244534 50 GTEX 1 50 100 0.5 0.0015 125 9264 -13 2289.8284692519487 2309.6811407401087 50 GTEX 1 50 100 0.5 0.0015 125 9264 -14 2289.4769325663324 2302.4302347277508 50 GTEX 1 50 100 0.5 0.0015 125 9264 -15 2287.813047388709 2301.064746929212 50 GTEX 1 50 100 0.5 0.0015 125 9264 -16 2285.8775939199986 2298.975803621821 50 GTEX 1 50 100 0.5 0.0015 125 9264 -17 2284.4956561433387 2298.1765647278994 50 GTEX 1 50 100 0.5 0.0015 125 9264 -18 2283.1696139591804 2295.8340182576344 50 GTEX 1 50 100 0.5 0.0015 125 9264 -19 2281.4035255897134 2294.5268749628685 50 GTEX 1 50 100 0.5 0.0015 125 9264 -20 2280.7195806764207 2294.4540189445693 50 GTEX 1 50 100 0.5 0.0015 125 9264 -21 2279.797852310369 2292.6445173256297 50 GTEX 1 50 100 0.5 0.0015 125 9264 -22 2279.8912386138195 2291.7126794387177 50 GTEX 1 50 100 0.5 0.0015 125 9264 -23 2277.6464735180016 2290.511089368465 50 GTEX 1 50 100 0.5 0.0015 125 9264 -24 2276.863191247805 2291.605417693976 50 GTEX 1 50 100 0.5 0.0015 125 9264 -25 2276.714106944064 2293.5457949330143 50 GTEX 1 50 100 0.5 0.0015 125 9264 -26 2274.879420784039 2291.18196042137 50 GTEX 1 50 100 0.5 0.0015 125 9264 -27 2275.444550189144 2292.5065583783858 50 GTEX 1 50 100 0.5 0.0015 125 9264 -28 2274.3419131815617 2298.494707346869 50 GTEX 1 50 100 0.5 0.0015 125 9264 -29 2273.8648635350096 2285.5654487174725 50 GTEX 1 50 100 0.5 0.0015 125 9264 -30 2273.3167472267983 2287.500315619059 50 GTEX 1 50 100 0.5 0.0015 125 9264 -31 2272.908107578257 2284.9326487494063 50 GTEX 1 50 100 0.5 0.0015 125 9264 -32 2272.5600027098653 2284.9929301330803 50 GTEX 1 50 100 0.5 0.0015 125 9264 -33 2272.5796830695194 2286.38113414924 50 GTEX 1 50 100 0.5 0.0015 125 9264 -34 2270.612943238891 2284.2281364179835 50 GTEX 1 50 100 0.5 0.0015 125 9264 -35 2271.777392774118 2286.327752755169 50 GTEX 1 50 100 0.5 0.0015 125 9264 -36 2271.03497642613 2284.233850051241 50 GTEX 1 50 100 0.5 0.0015 125 9264 -37 2269.21652604318 2280.794985927103 50 GTEX 1 50 100 0.5 0.0015 125 9264 -38 2269.6694797553337 2281.5343198594933 50 GTEX 1 50 100 0.5 0.0015 125 9264 -39 2269.1727447203525 2281.46600272175 50 GTEX 1 50 100 0.5 0.0015 125 9264 -40 2269.2401183779016 2288.7698115939875 50 GTEX 1 50 100 0.5 0.0015 125 9264 -41 2268.644811907275 2282.27497103731 50 GTEX 1 50 100 0.5 0.0015 125 9264 -42 2268.785209864488 2283.9696917515744 50 GTEX 1 50 100 0.5 0.0015 125 9264 -43 2268.0876303278205 2283.3975324159337 50 GTEX 1 50 100 0.5 0.0015 125 9264 -44 2268.0294928683193 2279.609705007575 50 GTEX 1 50 100 0.5 0.0015 125 9264 -45 2267.951423288009 2283.2139925068327 50 GTEX 1 50 100 0.5 0.0015 125 9264 -46 2267.4750979915016 2284.3907544966432 50 GTEX 1 50 100 0.5 0.0015 125 9264 -47 2268.5858515981913 2279.0380915072487 50 GTEX 1 50 100 0.5 0.0015 125 9264 -48 2266.840449343567 2280.1709193240554 50 GTEX 1 50 100 0.5 0.0015 125 9264 -49 2266.876530320992 2281.9994615910173 50 GTEX 1 50 100 0.5 0.0015 125 9264 -0 2716.738744696833 2481.037262078927 50 GTEX 1 50 100 1.0 0.0025 75 1941 -1 2405.106499752223 2395.069998273378 50 GTEX 1 50 100 1.0 0.0025 75 1941 -2 2366.565026972807 2374.000460432509 50 GTEX 1 50 100 1.0 0.0025 75 1941 -3 2343.4163745506594 2343.7594987412367 50 GTEX 1 50 100 1.0 0.0025 75 1941 -4 2330.4785953375463 2333.464162384149 50 GTEX 1 50 100 1.0 0.0025 75 1941 -5 2323.480942744369 2331.164397149032 50 GTEX 1 50 100 1.0 0.0025 75 1941 -6 2315.506989353849 2321.8343779705324 50 GTEX 1 50 100 1.0 0.0025 75 1941 -7 2310.7916849163958 2324.205001540964 50 GTEX 1 50 100 1.0 0.0025 75 1941 -8 2306.290750801922 2312.875786262773 50 GTEX 1 50 100 1.0 0.0025 75 1941 -9 2302.7106038987404 2310.6515876566955 50 GTEX 1 50 100 1.0 0.0025 75 1941 -10 2301.122392308892 2312.5356366407736 50 GTEX 1 50 100 1.0 0.0025 75 1941 -11 2297.8716580560267 2304.5605343430666 50 GTEX 1 50 100 1.0 0.0025 75 1941 -12 2295.155043351659 2302.756821548984 50 GTEX 1 50 100 1.0 0.0025 75 1941 -13 2293.1258255702787 2302.950486795984 50 GTEX 1 50 100 1.0 0.0025 75 1941 -14 2291.082428033317 2300.1645633131834 50 GTEX 1 50 100 1.0 0.0025 75 1941 -15 2290.6259527338384 2298.123891155982 50 GTEX 1 50 100 1.0 0.0025 75 1941 -16 2287.77367880388 2298.648287116801 50 GTEX 1 50 100 1.0 0.0025 75 1941 -17 2286.1166550944645 2296.032830416023 50 GTEX 1 50 100 1.0 0.0025 75 1941 -18 2286.040695408021 2306.556876875149 50 GTEX 1 50 100 1.0 0.0025 75 1941 -19 2285.4508728046685 2292.5963390045745 50 GTEX 1 50 100 1.0 0.0025 75 1941 -20 2283.1293871041353 2296.2863305385576 50 GTEX 1 50 100 1.0 0.0025 75 1941 -21 2282.3852018906546 2293.9624849616807 50 GTEX 1 50 100 1.0 0.0025 75 1941 -22 2281.1716519028682 2294.386716893417 50 GTEX 1 50 100 1.0 0.0025 75 1941 -23 2280.485413094087 2290.8451252636346 50 GTEX 1 50 100 1.0 0.0025 75 1941 -24 2280.576700180149 2288.3503218386113 50 GTEX 1 50 100 1.0 0.0025 75 1941 -25 2279.713936661974 2291.195672212898 50 GTEX 1 50 100 1.0 0.0025 75 1941 -26 2279.88795789197 2291.130511729889 50 GTEX 1 50 100 1.0 0.0025 75 1941 -27 2277.698899409833 2290.454919387179 50 GTEX 1 50 100 1.0 0.0025 75 1941 -28 2277.335737432083 2288.591474293756 50 GTEX 1 50 100 1.0 0.0025 75 1941 -29 2276.674910549681 2290.31867917137 50 GTEX 1 50 100 1.0 0.0025 75 1941 -30 2276.5820581732933 2289.3109557873395 50 GTEX 1 50 100 1.0 0.0025 75 1941 -31 2276.879817464201 2284.3900118635634 50 GTEX 1 50 100 1.0 0.0025 75 1941 -32 2276.039490900133 2284.101828919617 50 GTEX 1 50 100 1.0 0.0025 75 1941 -33 2275.9108260829557 2289.575762498515 50 GTEX 1 50 100 1.0 0.0025 75 1941 -34 2275.413004445541 2285.1128788357 50 GTEX 1 50 100 1.0 0.0025 75 1941 -35 2274.5234837647386 2291.31819089012 50 GTEX 1 50 100 1.0 0.0025 75 1941 -36 2274.384891885959 2287.415827181856 50 GTEX 1 50 100 1.0 0.0025 75 1941 -37 2273.9272568218053 2284.3906709504213 50 GTEX 1 50 100 1.0 0.0025 75 1941 -38 2273.181838010903 2283.50414667746 50 GTEX 1 50 100 1.0 0.0025 75 1941 -39 2273.3643961940984 2285.721323687768 50 GTEX 1 50 100 1.0 0.0025 75 1941 -40 2273.393579186665 2286.2749390112585 50 GTEX 1 50 100 1.0 0.0025 75 1941 -41 2272.404368232041 2283.697406725285 50 GTEX 1 50 100 1.0 0.0025 75 1941 -42 2273.7226392295274 2281.608319068589 50 GTEX 1 50 100 1.0 0.0025 75 1941 -43 2273.3381936925634 2281.318018227929 50 GTEX 1 50 100 1.0 0.0025 75 1941 -44 2273.298997813953 2284.912113552311 50 GTEX 1 50 100 1.0 0.0025 75 1941 -45 2272.1516726791915 2282.156065734167 50 GTEX 1 50 100 1.0 0.0025 75 1941 -46 2272.094582662143 2281.7241545122392 50 GTEX 1 50 100 1.0 0.0025 75 1941 -47 2271.968661880372 2281.454707272606 50 GTEX 1 50 100 1.0 0.0025 75 1941 -48 2272.423194860271 2283.501683456363 50 GTEX 1 50 100 1.0 0.0025 75 1941 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1 100 100 0.0 0.0025 125 6322 -46 2273.012300334385 2282.779199404408 150 GTEX 1 100 100 0.0 0.0025 125 6322 -47 2274.3008496155644 2267.631428417597 150 GTEX 1 100 100 0.0 0.0025 125 6322 -48 2271.958851744258 2269.298271614336 150 GTEX 1 100 100 0.0 0.0025 125 6322 -49 2271.908176046976 2266.384544691659 150 GTEX 1 100 100 0.0 0.0025 125 6322 -50 2271.7502732043718 2267.5148638010933 150 GTEX 1 100 100 0.0 0.0025 125 6322 -51 2271.709197466157 2268.3864783225404 150 GTEX 1 100 100 0.0 0.0025 125 6322 -52 2270.530462158435 2278.3361013434233 150 GTEX 1 100 100 0.0 0.0025 125 6322 -53 2272.3077549243835 2266.3173814200627 150 GTEX 1 100 100 0.0 0.0025 125 6322 -54 2269.9719870101817 2266.229520500386 150 GTEX 1 100 100 0.0 0.0025 125 6322 -55 2269.982087654814 2267.0178561482594 150 GTEX 1 100 100 0.0 0.0025 125 6322 -56 2269.4893662535396 2268.52370902522 150 GTEX 1 100 100 0.0 0.0025 125 6322 -57 2269.176383516838 2269.165148600879 150 GTEX 1 100 100 0.0 0.0025 125 6322 -58 2269.775486945401 2269.542606252228 150 GTEX 1 100 100 0.0 0.0025 125 6322 -59 2270.6460768636284 2264.800493479681 150 GTEX 1 100 100 0.0 0.0025 125 6322 -60 2269.173500841946 2268.6055996390805 150 GTEX 1 100 100 0.0 0.0025 125 6322 -61 2269.5804916966918 2265.092206251485 150 GTEX 1 100 100 0.0 0.0025 125 6322 -62 2268.2643473814474 2264.2762794639675 150 GTEX 1 100 100 0.0 0.0025 125 6322 -63 2268.251706302361 2267.7745412384147 150 GTEX 1 100 100 0.0 0.0025 125 6322 -64 2269.217871769411 2266.58002335581 150 GTEX 1 100 100 0.0 0.0025 125 6322 -65 2268.076515069617 2263.781763809262 150 GTEX 1 100 100 0.0 0.0025 125 6322 -66 2268.225914174732 2264.217903398289 150 GTEX 1 100 100 0.0 0.0025 125 6322 -67 2267.5025061872 2267.0719147308696 150 GTEX 1 100 100 0.0 0.0025 125 6322 -68 2266.970485056644 2262.796219626307 150 GTEX 1 100 100 0.0 0.0025 125 6322 -69 2266.6251529779433 2262.2763634743346 150 GTEX 1 100 100 0.0 0.0025 125 6322 -70 2266.662911142406 2265.252924117752 150 GTEX 1 100 100 0.0 0.0025 125 6322 -71 2266.59466895078 2265.0022919513426 150 GTEX 1 100 100 0.0 0.0025 125 6322 -72 2266.3839661269903 2261.577493761882 150 GTEX 1 100 100 0.0 0.0025 125 6322 -73 2265.571446656601 2266.199137988653 150 GTEX 1 100 100 0.0 0.0025 125 6322 -74 2266.4542866988204 2263.9161794684233 150 GTEX 1 100 100 0.0 0.0025 125 6322 -75 2265.0744584807753 2280.0664313138664 150 GTEX 1 100 100 0.0 0.0025 125 6322 -76 2269.4475952806047 2268.9528427994296 150 GTEX 1 100 100 0.0 0.0025 125 6322 -77 2265.6454086811427 2264.563911466997 150 GTEX 1 100 100 0.0 0.0025 125 6322 -78 2266.7406660244965 2263.780468842829 150 GTEX 1 100 100 0.0 0.0025 125 6322 -79 2264.672408385502 2264.722611227869 150 GTEX 1 100 100 0.0 0.0025 125 6322 -80 2264.4492424239293 2262.089495176598 150 GTEX 1 100 100 0.0 0.0025 125 6322 -81 2264.855577474715 2262.9322481916884 150 GTEX 1 100 100 0.0 0.0025 125 6322 -82 2264.2140164776747 2260.009401270645 150 GTEX 1 100 100 0.0 0.0025 125 6322 -83 2264.4288313702373 2261.849063539686 150 GTEX 1 100 100 0.0 0.0025 125 6322 -84 2263.864977623752 2261.331410687233 150 GTEX 1 100 100 0.0 0.0025 125 6322 -85 2264.512986001538 2261.734200945372 150 GTEX 1 100 100 0.0 0.0025 125 6322 -86 2263.6025416413595 2266.767675131446 150 GTEX 1 100 100 0.0 0.0025 125 6322 -87 2265.3048470540352 2271.653950622326 150 GTEX 1 100 100 0.0 0.0025 125 6322 -88 2263.327000488333 2263.945964624673 150 GTEX 1 100 100 0.0 0.0025 125 6322 -89 2263.307077354849 2261.2763931796576 150 GTEX 1 100 100 0.0 0.0025 125 6322 -90 2264.771585724177 2276.393914400398 150 GTEX 1 100 100 0.0 0.0025 125 6322 -91 2267.459264903332 2269.291108454135 150 GTEX 1 100 100 0.0 0.0025 125 6322 -92 2266.062036527378 2279.896549355395 150 GTEX 1 100 100 0.0 0.0025 125 6322 -93 2267.442974016031 2259.687858320461 150 GTEX 1 100 100 0.0 0.0025 125 6322 -94 2263.209722625097 2262.3657871724986 150 GTEX 1 100 100 0.0 0.0025 125 6322 -95 2264.6802566542833 2260.310118468542 150 GTEX 1 100 100 0.0 0.0025 125 6322 -96 2263.2379719415962 2262.290502744029 150 GTEX 1 100 100 0.0 0.0025 125 6322 -97 2263.71126834188 2262.9404960603315 150 GTEX 1 100 100 0.0 0.0025 125 6322 -98 2262.879424162345 2261.477684804242 150 GTEX 1 100 100 0.0 0.0025 125 6322 -99 2264.9546337101488 2259.330188127525 150 GTEX 1 100 100 0.0 0.0025 125 6322 -0 3027.922347756516 2627.087383313777 50 GTEX 1 100 100 1.0 0.0015 50 6991 -1 2496.816318878241 2442.014850340869 50 GTEX 1 100 100 1.0 0.0015 50 6991 -2 2431.706639340728 2393.1881702263545 50 GTEX 1 100 100 1.0 0.0015 50 6991 -3 2398.781021925669 2369.0305514607594 50 GTEX 1 100 100 1.0 0.0015 50 6991 -4 2377.9144236434786 2349.694293700244 50 GTEX 1 100 100 1.0 0.0015 50 6991 -5 2363.751878905425 2340.700274217265 50 GTEX 1 100 100 1.0 0.0015 50 6991 -6 2352.8319073100147 2332.7055975040107 50 GTEX 1 100 100 1.0 0.0015 50 6991 -7 2344.1879890033306 2322.731231341344 50 GTEX 1 100 100 1.0 0.0015 50 6991 -8 2337.636618767619 2323.084342695461 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2284.023739194689 50 GTEX 1 100 100 1.0 0.0015 50 6991 -22 2295.104746179368 2279.6045488132722 50 GTEX 1 100 100 1.0 0.0015 50 6991 -23 2293.895563490076 2277.173893105395 50 GTEX 1 100 100 1.0 0.0015 50 6991 -24 2292.1776098418773 2279.326932609761 50 GTEX 1 100 100 1.0 0.0015 50 6991 -25 2291.7533942432433 2275.9610577137296 50 GTEX 1 100 100 1.0 0.0015 50 6991 -26 2290.280083607656 2276.510729191421 50 GTEX 1 100 100 1.0 0.0015 50 6991 -27 2289.560512576169 2274.2675279972673 50 GTEX 1 100 100 1.0 0.0015 50 6991 -28 2288.279622533373 2271.9744032943204 50 GTEX 1 100 100 1.0 0.0015 50 6991 -29 2287.318498375525 2272.8442155381117 50 GTEX 1 100 100 1.0 0.0015 50 6991 -30 2285.8283884820707 2272.174140959185 50 GTEX 1 100 100 1.0 0.0015 50 6991 -31 2285.522187578397 2271.0884865880466 50 GTEX 1 100 100 1.0 0.0015 50 6991 -32 2284.748384602435 2270.6985698743465 50 GTEX 1 100 100 1.0 0.0015 50 6991 -33 2283.7049174104786 2268.103076079046 50 GTEX 1 100 100 1.0 0.0015 50 6991 -34 2283.251328344719 2267.2308767340483 50 GTEX 1 100 100 1.0 0.0015 50 6991 -35 2282.276175010893 2267.800752008823 50 GTEX 1 100 100 1.0 0.0015 50 6991 -36 2281.730728363782 2268.164438457997 50 GTEX 1 100 100 1.0 0.0015 50 6991 -37 2281.571193851009 2267.357305838581 50 GTEX 1 100 100 1.0 0.0015 50 6991 -38 2280.718919405278 2267.4973877881416 50 GTEX 1 100 100 1.0 0.0015 50 6991 -39 2279.696704723068 2264.7953772019073 50 GTEX 1 100 100 1.0 0.0015 50 6991 -40 2280.205765958395 2265.273991689936 50 GTEX 1 100 100 1.0 0.0015 50 6991 -41 2279.453059187507 2267.9043915607176 50 GTEX 1 100 100 1.0 0.0015 50 6991 -42 2279.0047198801594 2263.107840070253 50 GTEX 1 100 100 1.0 0.0015 50 6991 -43 2278.964626738977 2263.9953822146804 50 GTEX 1 100 100 1.0 0.0015 50 6991 -44 2277.7841249641024 2266.0876399863355 50 GTEX 1 100 100 1.0 0.0015 50 6991 -45 2277.017060522118 2261.9782779824145 50 GTEX 1 100 100 1.0 0.0015 50 6991 -46 2277.174061847033 2261.2296560309233 50 GTEX 1 100 100 1.0 0.0015 50 6991 -47 2276.866276930514 2261.324676861781 50 GTEX 1 100 100 1.0 0.0015 50 6991 -48 2276.5592584768137 2261.032856872326 50 GTEX 1 100 100 1.0 0.0015 50 6991 -49 2275.6187837882167 2262.7245272212153 50 GTEX 1 100 100 1.0 0.0015 50 6991 -50 2276.606476361968 2270.643582072095 50 GTEX 1 100 100 1.0 0.0015 50 6991 -51 2275.8897132184493 2261.618896020229 50 GTEX 1 100 100 1.0 0.0015 50 6991 -52 2275.4946704774648 2259.571973213225 50 GTEX 1 100 100 1.0 0.0015 50 6991 -53 2275.0939682230874 2263.8171521321 50 GTEX 1 100 100 1.0 0.0015 50 6991 -54 2275.363591822045 2260.815483528398 50 GTEX 1 100 100 1.0 0.0015 50 6991 -55 2275.603778488145 2259.4537618078657 50 GTEX 1 100 100 1.0 0.0015 50 6991 -56 2274.771737722153 2260.8052848554835 50 GTEX 1 100 100 1.0 0.0015 50 6991 -57 2274.606536758856 2263.830313446857 50 GTEX 1 100 100 1.0 0.0015 50 6991 -58 2274.40363336025 2259.315070438748 50 GTEX 1 100 100 1.0 0.0015 50 6991 -59 2273.969260614173 2259.664630614306 50 GTEX 1 100 100 1.0 0.0015 50 6991 -60 2273.975418131115 2259.432944410201 50 GTEX 1 100 100 1.0 0.0015 50 6991 -61 2273.7930196566863 2259.5563746695284 50 GTEX 1 100 100 1.0 0.0015 50 6991 -62 2273.6737069959713 2256.840796176925 50 GTEX 1 100 100 1.0 0.0015 50 6991 -63 2274.1890668892192 2257.810030280864 50 GTEX 1 100 100 1.0 0.0015 50 6991 -64 2273.743698660066 2258.531345149863 50 GTEX 1 100 100 1.0 0.0015 50 6991 -65 2274.1603694701002 2259.565519731761 50 GTEX 1 100 100 1.0 0.0015 50 6991 -66 2273.406045805908 2264.5124739150133 50 GTEX 1 100 100 1.0 0.0015 50 6991 -67 2273.1533366882572 2257.4978356887177 50 GTEX 1 100 100 1.0 0.0015 50 6991 -68 2272.637909177315 2262.28314835581 50 GTEX 1 100 100 1.0 0.0015 50 6991 -69 2272.7871483415665 2259.012427500445 50 GTEX 1 100 100 1.0 0.0015 50 6991 -70 2273.084191895821 2257.414174359108 50 GTEX 1 100 100 1.0 0.0015 50 6991 -71 2272.6564095798235 2257.461518146239 50 GTEX 1 100 100 1.0 0.0015 50 6991 -72 2272.8974492294783 2258.046188528547 50 GTEX 1 100 100 1.0 0.0015 50 6991 -73 2272.672136186886 2258.497153394576 50 GTEX 1 100 100 1.0 0.0015 50 6991 -74 2272.472922465662 2258.959065600493 50 GTEX 1 100 100 1.0 0.0015 50 6991 -75 2272.3696739847132 2260.7487611951933 50 GTEX 1 100 100 1.0 0.0015 50 6991 -76 2272.32308162771 2257.2057483513545 50 GTEX 1 100 100 1.0 0.0015 50 6991 -77 2271.8280338115296 2259.8743200265867 50 GTEX 1 100 100 1.0 0.0015 50 6991 -78 2272.122199951765 2258.7728860949383 50 GTEX 1 100 100 1.0 0.0015 50 6991 -79 2271.7538205287115 2256.9453329224093 50 GTEX 1 100 100 1.0 0.0015 50 6991 -80 2272.1895818358757 2262.3809289968517 50 GTEX 1 100 100 1.0 0.0015 50 6991 -81 2271.489193005762 2255.857037562381 50 GTEX 1 100 100 1.0 0.0015 50 6991 -82 2271.568631444673 2260.108808742277 50 GTEX 1 100 100 1.0 0.0015 50 6991 -83 2272.7227158216533 2257.318900104711 50 GTEX 1 100 100 1.0 0.0015 50 6991 -84 2271.622695170147 2255.3668185041884 50 GTEX 1 100 100 1.0 0.0015 50 6991 -85 2272.2185565339632 2255.4224941703305 50 GTEX 1 100 100 1.0 0.0015 50 6991 -86 2270.8535934549786 2259.339187448016 50 GTEX 1 100 100 1.0 0.0015 50 6991 -87 2271.454213149749 2256.957049815827 50 GTEX 1 100 100 1.0 0.0015 50 6991 -88 2271.555001553505 2256.1395709251724 50 GTEX 1 100 100 1.0 0.0015 50 6991 -89 2270.966569110133 2256.282963625832 50 GTEX 1 100 100 1.0 0.0015 50 6991 -90 2271.328647889544 2257.5455623960315 50 GTEX 1 100 100 1.0 0.0015 50 6991 -91 2271.6200929720103 2254.2211361729146 50 GTEX 1 100 100 1.0 0.0015 50 6991 -92 2271.0075859987737 2258.356839836324 50 GTEX 1 100 100 1.0 0.0015 50 6991 -93 2271.422736261693 2255.533995885813 50 GTEX 1 100 100 1.0 0.0015 50 6991 -94 2270.9780014262124 2256.089729570164 50 GTEX 1 100 100 1.0 0.0015 50 6991 -95 2270.690031614754 2256.0977560413203 50 GTEX 1 100 100 1.0 0.0015 50 6991 -96 2270.855455700971 2256.143232106256 50 GTEX 1 100 100 1.0 0.0015 50 6991 -97 2270.953966095013 2256.3478159161123 50 GTEX 1 100 100 1.0 0.0015 50 6991 -98 2271.496721728067 2255.61096005748 50 GTEX 1 100 100 1.0 0.0015 50 6991 -99 2271.734892577093 2261.645238143863 50 GTEX 1 100 100 1.0 0.0015 50 6991 -0 4126.433336947175 3473.038201509773 50 GTEX 1 50 100 1.0 0.002 5 3263 -1 2843.8824151235463 2680.8488435346358 50 GTEX 1 50 100 1.0 0.002 5 3263 -2 2617.364539604473 2564.495359471542 50 GTEX 1 50 100 1.0 0.002 5 3263 -3 2554.301814083213 2570.8268249279645 50 GTEX 1 50 100 1.0 0.002 5 3263 -4 2523.590585197883 2504.728851202323 50 GTEX 1 50 100 1.0 0.002 5 3263 -5 2495.1841119718083 2496.706884115821 50 GTEX 1 50 100 1.0 0.002 5 3263 -6 2478.3554306860337 2475.4869616838464 50 GTEX 1 50 100 1.0 0.002 5 3263 -7 2466.7477132221634 2474.871722667389 50 GTEX 1 50 100 1.0 0.002 5 3263 -8 2458.506838619514 2476.250562080412 50 GTEX 1 50 100 1.0 0.002 5 3263 -9 2448.720092528446 2449.506542597433 50 GTEX 1 50 100 1.0 0.002 5 3263 -10 2441.059603786096 2441.6707921481407 50 GTEX 1 50 100 1.0 0.002 5 3263 -11 2437.2863123011184 2440.44927027017 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0.002 5 3263 -25 2393.0402199437026 2399.932069495604 50 GTEX 1 50 100 1.0 0.002 5 3263 -26 2390.93024275423 2396.1946404170626 50 GTEX 1 50 100 1.0 0.002 5 3263 -27 2389.103373942461 2392.8139671644785 50 GTEX 1 50 100 1.0 0.002 5 3263 -28 2387.783870920657 2394.1568450347554 50 GTEX 1 50 100 1.0 0.002 5 3263 -29 2386.7953620347325 2396.66071322481 50 GTEX 1 50 100 1.0 0.002 5 3263 -30 2384.863730590472 2391.6906042062733 50 GTEX 1 50 100 1.0 0.002 5 3263 -31 2383.6062929792715 2389.1888799050917 50 GTEX 1 50 100 1.0 0.002 5 3263 -32 2381.85808832965 2388.068434102453 50 GTEX 1 50 100 1.0 0.002 5 3263 -33 2380.5271675881104 2386.0811930029113 50 GTEX 1 50 100 1.0 0.002 5 3263 -34 2378.8915696620084 2384.2878882114424 50 GTEX 1 50 100 1.0 0.002 5 3263 -35 2377.653587456552 2383.916339598681 50 GTEX 1 50 100 1.0 0.002 5 3263 -36 2376.246841773975 2383.3434891501306 50 GTEX 1 50 100 1.0 0.002 5 3263 -37 2375.697607246513 2381.0991099542543 50 GTEX 1 50 100 1.0 0.002 5 3263 -38 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GTEX 1 100 100 1.0 0.002 25 417 -54 2307.781572125335 2294.9912109375 150 GTEX 1 100 100 1.0 0.002 25 417 -55 2307.5703303199193 2294.252905551925 150 GTEX 1 100 100 1.0 0.002 25 417 -56 2306.6060153392623 2292.852909914894 150 GTEX 1 100 100 1.0 0.002 25 417 -57 2306.1366088132213 2290.8540874524715 150 GTEX 1 100 100 1.0 0.002 25 417 -58 2304.940723496958 2290.914109378713 150 GTEX 1 100 100 1.0 0.002 25 417 -59 2304.906468635705 2291.1250208865554 150 GTEX 1 100 100 1.0 0.002 25 417 -60 2303.5692362903706 2290.619962162845 150 GTEX 1 100 100 1.0 0.002 25 417 -61 2303.0895349315797 2289.158709972077 150 GTEX 1 100 100 1.0 0.002 25 417 -62 2302.859716595724 2290.335260775606 150 GTEX 1 100 100 1.0 0.002 25 417 -63 2302.807032147443 2289.1277189653642 150 GTEX 1 100 100 1.0 0.002 25 417 -64 2301.584555901833 2287.5754492001847 150 GTEX 1 100 100 1.0 0.002 25 417 -65 2301.155943425188 2286.433609995099 150 GTEX 1 100 100 1.0 0.002 25 417 -66 2300.527000942212 2286.591944009179 150 GTEX 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100 100 1.0 0.002 25 417 -80 2295.051648391493 2282.185956251485 150 GTEX 1 100 100 1.0 0.002 25 417 -81 2295.13026724308 2280.622805519249 150 GTEX 1 100 100 1.0 0.002 25 417 -82 2295.1023920932994 2281.0295939282323 150 GTEX 1 100 100 1.0 0.002 25 417 -83 2293.7439733085985 2279.910076881089 150 GTEX 1 100 100 1.0 0.002 25 417 -84 2293.069251196179 2279.1856508436317 150 GTEX 1 100 100 1.0 0.002 25 417 -85 2292.9550308029293 2279.1013220725404 150 GTEX 1 100 100 1.0 0.002 25 417 -86 2293.255271188735 2278.227765565589 150 GTEX 1 100 100 1.0 0.002 25 417 -87 2293.073842055999 2280.485581314609 150 GTEX 1 100 100 1.0 0.002 25 417 -88 2292.485838064337 2278.2587714249644 150 GTEX 1 100 100 1.0 0.002 25 417 -89 2291.8463749694665 2277.4535083843275 150 GTEX 1 100 100 1.0 0.002 25 417 -90 2291.911890661929 2279.114363173568 150 GTEX 1 100 100 1.0 0.002 25 417 -91 2291.061653437805 2277.365600121792 150 GTEX 1 100 100 1.0 0.002 25 417 -92 2291.2230614919754 2278.009860774863 150 GTEX 1 100 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GTEX 1 50 100 1.0 0.001 5 1195 -33 2401.2119421720677 2394.132780009803 50 GTEX 1 50 100 1.0 0.001 5 1195 -34 2399.071662558716 2392.414897730142 50 GTEX 1 50 100 1.0 0.001 5 1195 -35 2397.227588653968 2389.7382807858544 50 GTEX 1 50 100 1.0 0.001 5 1195 -36 2396.305564157485 2389.183982704076 50 GTEX 1 50 100 1.0 0.001 5 1195 -37 2394.803772907493 2387.3300537573527 50 GTEX 1 50 100 1.0 0.001 5 1195 -38 2393.797690435361 2385.2823716080234 50 GTEX 1 50 100 1.0 0.001 5 1195 -39 2392.170313681117 2384.9564519961973 50 GTEX 1 50 100 1.0 0.001 5 1195 -40 2392.427071737062 2385.2473585469643 50 GTEX 1 50 100 1.0 0.001 5 1195 -41 2390.721503654553 2382.8518054802607 50 GTEX 1 50 100 1.0 0.001 5 1195 -42 2389.606415165633 2381.543609735177 50 GTEX 1 50 100 1.0 0.001 5 1195 -43 2388.997717838321 2380.837849316035 50 GTEX 1 50 100 1.0 0.001 5 1195 -44 2386.8622642251958 2382.953820290221 50 GTEX 1 50 100 1.0 0.001 5 1195 -45 2386.162244507236 2379.594162625505 50 GTEX 1 50 100 1.0 0.001 5 1195 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2760 -22 2298.535506330172 2313.4963388189162 150 GTEX 1 50 100 0.5 0.0025 75 2760 -23 2297.553375943656 2310.718386109791 150 GTEX 1 50 100 0.5 0.0025 75 2760 -24 2296.211301480224 2318.860373841492 150 GTEX 1 50 100 0.5 0.0025 75 2760 -25 2295.124084633835 2312.774645207046 150 GTEX 1 50 100 0.5 0.0025 75 2760 -26 2293.1239216241283 2304.058000107682 150 GTEX 1 50 100 0.5 0.0025 75 2760 -27 2292.697935071127 2304.878034120277 150 GTEX 1 50 100 0.5 0.0025 75 2760 -28 2291.002116418381 2302.6694767592976 150 GTEX 1 50 100 0.5 0.0025 75 2760 -29 2290.2071718494176 2304.20014054331 150 GTEX 1 50 100 0.5 0.0025 75 2760 -30 2288.8353916843953 2300.0117995113474 150 GTEX 1 50 100 0.5 0.0025 75 2760 -31 2287.7207996001325 2298.9787105661835 150 GTEX 1 50 100 0.5 0.0025 75 2760 -32 2287.1020769050965 2298.7031570260515 150 GTEX 1 50 100 0.5 0.0025 75 2760 -33 2287.075345066869 2298.1548533856644 150 GTEX 1 50 100 0.5 0.0025 75 2760 -34 2285.2934577275423 2299.369517975433 150 GTEX 1 50 100 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GTEX 1 50 100 0.5 0.0025 75 2760 -48 2277.4431566766466 2292.0026869393123 150 GTEX 1 50 100 0.5 0.0025 75 2760 -49 2276.450754241605 2292.110741444867 150 GTEX 1 50 100 0.5 0.0025 75 2760 -0 3000.8152010973977 2933.620889525903 100 GTEX 1 50 100 0.0 0.0015 100 9976 -1 2479.896811271225 2601.8599950986213 100 GTEX 1 50 100 0.0 0.0015 100 9976 -2 2419.5518882512115 2440.3265227691304 100 GTEX 1 50 100 0.0 0.0015 100 9976 -3 2388.2313723823545 2412.945513939223 100 GTEX 1 50 100 0.0 0.0015 100 9976 -4 2368.569133161781 2378.739968883674 100 GTEX 1 50 100 0.0 0.0015 100 9976 -5 2354.8297507387915 2373.946381891635 100 GTEX 1 50 100 0.0 0.0015 100 9976 -6 2344.1044469800936 2351.570632760516 100 GTEX 1 50 100 0.0 0.0015 100 9976 -7 2337.3404198414146 2344.140226763011 100 GTEX 1 50 100 0.0 0.0015 100 9976 -8 2331.770697307093 2341.251651430311 100 GTEX 1 50 100 0.0 0.0015 100 9976 -9 2326.1776141227833 2339.4647592754873 100 GTEX 1 50 100 0.0 0.0015 100 9976 -10 2322.119473246293 2328.5110002524953 100 GTEX 1 50 100 0.0 0.0015 100 9976 -11 2318.9130099127233 2327.293332640209 100 GTEX 1 50 100 0.0 0.0015 100 9976 -12 2314.948351660084 2324.768846170984 100 GTEX 1 50 100 0.0 0.0015 100 9976 -13 2311.733625145035 2321.650137201461 100 GTEX 1 50 100 0.0 0.0015 100 9976 -14 2309.236122254649 2331.4500040844823 100 GTEX 1 50 100 0.0 0.0015 100 9976 -15 2306.538127792389 2319.1418252807152 100 GTEX 1 50 100 0.0 0.0015 100 9976 -16 2304.573140735169 2315.243990241801 100 GTEX 1 50 100 0.0 0.0015 100 9976 -17 2301.805738720481 2311.9764882366917 100 GTEX 1 50 100 0.0 0.0015 100 9976 -18 2300.185635665131 2312.25919472582 100 GTEX 1 50 100 0.0 0.0015 100 9976 -19 2298.3248670494795 2308.653143008852 100 GTEX 1 50 100 0.0 0.0015 100 9976 -20 2296.724698165131 2308.738849364306 100 GTEX 1 50 100 0.0 0.0015 100 9976 -21 2295.019931617931 2302.9687435019605 100 GTEX 1 50 100 0.0 0.0015 100 9976 -22 2293.300645498838 2302.481099988118 100 GTEX 1 50 100 0.0 0.0015 100 9976 -23 2292.082248338389 2301.482223220651 100 GTEX 1 50 100 0.0 0.0015 100 9976 -24 2290.200867543795 2300.7508076134745 100 GTEX 1 50 100 0.0 0.0015 100 9976 -25 2289.2301227444264 2301.8385961264253 100 GTEX 1 50 100 0.0 0.0015 100 9976 -26 2288.46240546417 2298.053723933579 100 GTEX 1 50 100 0.0 0.0015 100 9976 -27 2286.858830241728 2302.4398912785173 100 GTEX 1 50 100 0.0 0.0015 100 9976 -28 2286.025303872168 2311.0672110786004 100 GTEX 1 50 100 0.0 0.0015 100 9976 -29 2285.3498624900562 2294.3067362390093 100 GTEX 1 50 100 0.0 0.0015 100 9976 -30 2283.531266865741 2300.5398988905067 100 GTEX 1 50 100 0.0 0.0015 100 9976 -31 2282.6306479601017 2292.873400554004 100 GTEX 1 50 100 0.0 0.0015 100 9976 -32 2282.886857157387 2293.1779432405538 100 GTEX 1 50 100 0.0 0.0015 100 9976 -33 2281.5457466458324 2294.3440684039333 100 GTEX 1 50 100 0.0 0.0015 100 9976 -34 2281.052445130123 2290.3597574560363 100 GTEX 1 50 100 0.0 0.0015 100 9976 -35 2279.724584617949 2289.930543384625 100 GTEX 1 50 100 0.0 0.0015 100 9976 -36 2278.433347804173 2290.212747668132 100 GTEX 1 50 100 0.0 0.0015 100 9976 -37 2278.749353041528 2288.4130135307746 100 GTEX 1 50 100 0.0 0.0015 100 9976 -38 2277.8121808661413 2288.405194532735 100 GTEX 1 50 100 0.0 0.0015 100 9976 -39 2276.324037868797 2287.3373587140563 100 GTEX 1 50 100 0.0 0.0015 100 9976 -40 2277.2489244092967 2286.9292131431203 100 GTEX 1 50 100 0.0 0.0015 100 9976 -41 2276.342214985484 2285.6190542939044 100 GTEX 1 50 100 0.0 0.0015 100 9976 -42 2274.957342724645 2287.485863979325 100 GTEX 1 50 100 0.0 0.0015 100 9976 -43 2274.4151219728315 2287.686539218453 100 GTEX 1 50 100 0.0 0.0015 100 9976 -44 2273.836008031806 2284.124002086799 100 GTEX 1 50 100 0.0 0.0015 100 9976 -45 2273.666547102146 2284.011042025606 100 GTEX 1 50 100 0.0 0.0015 100 9976 -46 2273.5015599778753 2283.8710501203063 100 GTEX 1 50 100 0.0 0.0015 100 9976 -47 2272.377264006508 2284.860884401735 100 GTEX 1 50 100 0.0 0.0015 100 9976 -48 2272.500863995285 2282.5966685480043 100 GTEX 1 50 100 0.0 0.0015 100 9976 -49 2272.254098426607 2284.908800016338 100 GTEX 1 50 100 0.0 0.0015 100 9976 -0 2869.417061971437 2622.465178399032 50 GTEX 1 50 100 0.0 0.0015 75 9027 -1 2451.931890387539 2429.959728400517 50 GTEX 1 50 100 0.0 0.0015 75 9027 -2 2397.8585888604825 2374.53663826714 50 GTEX 1 50 100 0.0 0.0015 75 9027 -3 2371.302622555653 2354.421331021269 50 GTEX 1 50 100 0.0 0.0015 75 9027 -4 2354.141296122385 2335.949360778577 50 GTEX 1 50 100 0.0 0.0015 75 9027 -5 2341.6735726889706 2335.1024569087153 50 GTEX 1 50 100 0.0 0.0015 75 9027 -6 2334.827197203733 2328.442293232385 50 GTEX 1 50 100 0.0 0.0015 75 9027 -7 2328.6740935412154 2315.4025461175147 50 GTEX 1 50 100 0.0 0.0015 75 9027 -8 2322.888214179023 2313.421240048717 50 GTEX 1 50 100 0.0 0.0015 75 9027 -9 2317.856138015607 2311.183175090601 50 GTEX 1 50 100 0.0 0.0015 75 9027 -10 2313.2574827670296 2303.4207540881953 50 GTEX 1 50 100 0.0 0.0015 75 9027 -11 2309.419516633025 2298.4243605000893 50 GTEX 1 50 100 0.0 0.0015 75 9027 -12 2306.3067149735184 2299.545739699679 50 GTEX 1 50 100 0.0 0.0015 75 9027 -13 2303.3826091053547 2296.7696593542064 50 GTEX 1 50 100 0.0 0.0015 75 9027 -14 2301.309909509885 2295.583596813361 50 GTEX 1 50 100 0.0 0.0015 75 9027 -15 2298.867071064496 2294.513944328511 50 GTEX 1 50 100 0.0 0.0015 75 9027 -16 2297.025495610369 2288.6199890832936 50 GTEX 1 50 100 0.0 0.0015 75 9027 -17 2294.743350075633 2287.793576780834 50 GTEX 1 50 100 0.0 0.0015 75 9027 -18 2293.252071314129 2283.8214700793133 50 GTEX 1 50 100 0.0 0.0015 75 9027 -19 2291.9253009632143 2281.966902236068 50 GTEX 1 50 100 0.0 0.0015 75 9027 -20 2290.152599882321 2281.887873080293 50 GTEX 1 50 100 0.0 0.0015 75 9027 -21 2287.770819287145 2289.5931851347136 50 GTEX 1 50 100 0.0 0.0015 75 9027 -22 2286.816341623782 2277.898803710937 50 GTEX 1 50 100 0.0 0.0015 75 9027 -23 2285.9263540404745 2278.468499825481 50 GTEX 1 50 100 0.0 0.0015 75 9027 -24 2285.5405455247087 2282.213982759773 50 GTEX 1 50 100 0.0 0.0015 75 9027 -25 2284.193205803919 2278.753005343245 50 GTEX 1 50 100 0.0 0.0015 75 9027 -26 2282.848470034891 2275.7073575444097 50 GTEX 1 50 100 0.0 0.0015 75 9027 -27 2281.8520185712955 2277.562817939787 50 GTEX 1 50 100 0.0 0.0015 75 9027 -28 2280.8153129425323 2283.1840704276087 50 GTEX 1 50 100 0.0 0.0015 75 9027 -29 2280.244212833065 2273.220281216581 50 GTEX 1 50 100 0.0 0.0015 75 9027 -30 2279.3061604929458 2274.235092569213 50 GTEX 1 50 100 0.0 0.0015 75 9027 -31 2278.824187107394 2271.2588521863117 50 GTEX 1 50 100 0.0 0.0015 75 9027 -32 2278.3379261616833 2271.2436212459893 50 GTEX 1 50 100 0.0 0.0015 75 9027 -33 2277.498295709149 2272.5082033106587 50 GTEX 1 50 100 0.0 0.0015 75 9027 -34 2276.597636392782 2270.1270881913915 50 GTEX 1 50 100 0.0 0.0015 75 9027 -35 2276.859629713949 2268.3752933400665 50 GTEX 1 50 100 0.0 0.0015 75 9027 -36 2275.859712933744 2272.915498102573 50 GTEX 1 50 100 0.0 0.0015 75 9027 -37 2276.042210616896 2268.8672134921576 50 GTEX 1 50 100 0.0 0.0015 75 9027 -38 2274.4492790695226 2268.0857741207224 50 GTEX 1 50 100 0.0 0.0015 75 9027 -39 2274.607852260855 2270.2614722886465 50 GTEX 1 50 100 0.0 0.0015 75 9027 -40 2274.2434855173315 2269.383635430281 50 GTEX 1 50 100 0.0 0.0015 75 9027 -41 2273.5018238725643 2267.822705170954 50 GTEX 1 50 100 0.0 0.0015 75 9027 -42 2272.9463808698965 2268.3724778324026 50 GTEX 1 50 100 0.0 0.0015 75 9027 -43 2273.11170613422 2266.360297257456 50 GTEX 1 50 100 0.0 0.0015 75 9027 -44 2273.121185815283 2264.37165072481 50 GTEX 1 50 100 0.0 0.0015 75 9027 -45 2272.7524107694 2267.8733434640867 50 GTEX 1 50 100 0.0 0.0015 75 9027 -46 2271.88759842475 2268.452548995217 50 GTEX 1 50 100 0.0 0.0015 75 9027 -47 2271.872338617038 2266.4224166580025 50 GTEX 1 50 100 0.0 0.0015 75 9027 -48 2271.327419372475 2265.9923369549074 50 GTEX 1 50 100 0.0 0.0015 75 9027 -49 2271.789829452803 2269.985728912933 50 GTEX 1 50 100 0.0 0.0015 75 9027 -0 4378.508831381584 3796.094665295271 50 GTEX 1 50 100 1.0 0.0015 5 8557 -1 3006.9741579714405 2905.1020777016993 50 GTEX 1 50 100 1.0 0.0015 5 8557 -2 2689.622460648668 2660.269908600433 50 GTEX 1 50 100 1.0 0.0015 5 8557 -3 2601.942055993641 2584.329039831125 50 GTEX 1 50 100 1.0 0.0015 5 8557 -4 2562.1946344920602 2549.8749665815108 50 GTEX 1 50 100 1.0 0.0015 5 8557 -5 2538.3169528134736 2520.697848127822 50 GTEX 1 50 100 1.0 0.0015 5 8557 -6 2519.506540993344 2493.1409322644367 50 GTEX 1 50 100 1.0 0.0015 5 8557 -7 2502.1655787919963 2481.022455367752 50 GTEX 1 50 100 1.0 0.0015 5 8557 -8 2486.0864653925314 2477.8889902789333 50 GTEX 1 50 100 1.0 0.0015 5 8557 -9 2474.444198948485 2460.561660360474 50 GTEX 1 50 100 1.0 0.0015 5 8557 -10 2467.657969377179 2456.8138418451463 50 GTEX 1 50 100 1.0 0.0015 5 8557 -11 2457.4897698192567 2445.550407148586 50 GTEX 1 50 100 1.0 0.0015 5 8557 -12 2449.39386479535 2438.75602461086 50 GTEX 1 50 100 1.0 0.0015 5 8557 -13 2443.174512322203 2437.455747887209 50 GTEX 1 50 100 1.0 0.0015 5 8557 -14 2436.483452103565 2430.757978664152 50 GTEX 1 50 100 1.0 0.0015 5 8557 -15 2434.101332800988 2430.650727130614 50 GTEX 1 50 100 1.0 0.0015 5 8557 -16 2428.8314944861922 2425.2124882107 50 GTEX 1 50 100 1.0 0.0015 5 8557 -17 2425.9947714913897 2418.6682240301207 50 GTEX 1 50 100 1.0 0.0015 5 8557 -18 2421.493193590441 2418.2541708130348 50 GTEX 1 50 100 1.0 0.0015 5 8557 -19 2417.602009364767 2412.872648638011 50 GTEX 1 50 100 1.0 0.0015 5 8557 -20 2416.352606473886 2408.864215111098 50 GTEX 1 50 100 1.0 0.0015 5 8557 -21 2412.873930263308 2410.003560925618 50 GTEX 1 50 100 1.0 0.0015 5 8557 -22 2409.653734967313 2406.19905026512 50 GTEX 1 50 100 1.0 0.0015 5 8557 -23 2407.140658937791 2403.5150777722492 50 GTEX 1 50 100 1.0 0.0015 5 8557 -24 2406.0986142962893 2401.026141148556 50 GTEX 1 50 100 1.0 0.0015 5 8557 -25 2403.388885507717 2396.463894572095 50 GTEX 1 50 100 1.0 0.0015 5 8557 -26 2400.9752285333675 2396.097442278844 50 GTEX 1 50 100 1.0 0.0015 5 8557 -27 2399.5665800651277 2393.5030995648167 50 GTEX 1 50 100 1.0 0.0015 5 8557 -28 2397.937685987344 2395.969838885753 50 GTEX 1 50 100 1.0 0.0015 5 8557 -29 2396.023732830985 2392.506442806113 50 GTEX 1 50 100 1.0 0.0015 5 8557 -30 2395.513319834896 2387.989133885605 50 GTEX 1 50 100 1.0 0.0015 5 8557 -31 2393.264520783957 2388.134585536478 50 GTEX 1 50 100 1.0 0.0015 5 8557 -32 2391.4045247688105 2386.465044725077 50 GTEX 1 50 100 1.0 0.0015 5 8557 -33 2390.1759862177496 2382.5483732622392 50 GTEX 1 50 100 1.0 0.0015 5 8557 -34 2388.4126802571186 2382.350176096869 50 GTEX 1 50 100 1.0 0.0015 5 8557 -35 2387.560202751994 2381.3881232548124 50 GTEX 1 50 100 1.0 0.0015 5 8557 -36 2385.8575131666253 2379.757936891041 50 GTEX 1 50 100 1.0 0.0015 5 8557 -37 2384.5993973669642 2378.8467613771386 50 GTEX 1 50 100 1.0 0.0015 5 8557 -38 2383.015251813248 2374.949171871287 50 GTEX 1 50 100 1.0 0.0015 5 8557 -39 2381.386946256981 2375.431257704818 50 GTEX 1 50 100 1.0 0.0015 5 8557 -40 2381.087651306842 2375.206990869326 50 GTEX 1 50 100 1.0 0.0015 5 8557 -41 2379.763076880545 2375.025089394457 50 GTEX 1 50 100 1.0 0.0015 5 8557 -42 2378.559875365785 2374.590176542449 50 GTEX 1 50 100 1.0 0.0015 5 8557 -43 2377.96378608237 2371.18693977617 50 GTEX 1 50 100 1.0 0.0015 5 8557 -44 2376.974778677124 2371.2858009483425 50 GTEX 1 50 100 1.0 0.0015 5 8557 -45 2376.019190531088 2369.3792585365672 50 GTEX 1 50 100 1.0 0.0015 5 8557 -46 2375.2374536424218 2368.251301000327 50 GTEX 1 50 100 1.0 0.0015 5 8557 -47 2373.943098858617 2367.965910820906 50 GTEX 1 50 100 1.0 0.0015 5 8557 -48 2373.210573958182 2367.700570342205 50 GTEX 1 50 100 1.0 0.0015 5 8557 -49 2373.059606751784 2366.858005306113 50 GTEX 1 50 100 1.0 0.0015 5 8557 -0 4709.736606435513 4241.541995900666 50 GTEX 1 100 100 1.0 0.001 5 8477 -1 3427.805968961054 3164.3937737642586 50 GTEX 1 100 100 1.0 0.001 5 8477 -2 2886.234318755075 2751.622037822303 50 GTEX 1 100 100 1.0 0.001 5 8477 -3 2706.237473087023 2633.8472844693138 50 GTEX 1 100 100 1.0 0.001 5 8477 -4 2637.590990543013 2632.1368566012657 50 GTEX 1 100 100 1.0 0.001 5 8477 -5 2599.352488800529 2548.104004370396 50 GTEX 1 100 100 1.0 0.001 5 8477 -6 2566.4162034433343 2543.238176817223 50 GTEX 1 100 100 1.0 0.001 5 8477 -7 2545.729141488402 2512.161110997653 50 GTEX 1 100 100 1.0 0.001 5 8477 -8 2532.100017144258 2499.569327582878 50 GTEX 1 100 100 1.0 0.001 5 8477 -9 2517.2200343493764 2486.0430963900612 50 GTEX 1 100 100 1.0 0.001 5 8477 -10 2507.105050871613 2480.9457933549193 50 GTEX 1 100 100 1.0 0.001 5 8477 -11 2494.327023723857 2476.7758552348205 50 GTEX 1 100 100 1.0 0.001 5 8477 -12 2488.2025519000617 2468.490804810035 50 GTEX 1 100 100 1.0 0.001 5 8477 -13 2480.5778328152232 2455.3800810027037 50 GTEX 1 100 100 1.0 0.001 5 8477 -14 2471.9645587602413 2449.637207495396 50 GTEX 1 100 100 1.0 0.001 5 8477 -15 2464.06020300988 2447.099673891249 50 GTEX 1 100 100 1.0 0.001 5 8477 -16 2458.451265513387 2437.786066903814 50 GTEX 1 100 100 1.0 0.001 5 8477 -17 2451.749017583489 2433.593903632219 50 GTEX 1 100 100 1.0 0.001 5 8477 -18 2447.146522490543 2429.0049287629213 50 GTEX 1 100 100 1.0 0.001 5 8477 -19 2442.428634448529 2427.021731764645 50 GTEX 1 100 100 1.0 0.001 5 8477 -20 2437.651231075298 2420.507964739781 50 GTEX 1 100 100 1.0 0.001 5 8477 -21 2433.6383256115405 2420.551296915845 50 GTEX 1 100 100 1.0 0.001 5 8477 -22 2430.0857963074445 2418.8342749301924 50 GTEX 1 100 100 1.0 0.001 5 8477 -23 2426.044547398818 2408.9497599438573 50 GTEX 1 100 100 1.0 0.001 5 8477 -24 2423.678801249159 2410.5228828459185 50 GTEX 1 100 100 1.0 0.001 5 8477 -25 2419.8879776202452 2405.352650921608 50 GTEX 1 100 100 1.0 0.001 5 8477 -26 2417.999402400897 2402.802591418132 50 GTEX 1 100 100 1.0 0.001 5 8477 -27 2415.4589393996907 2405.418252807153 50 GTEX 1 100 100 1.0 0.001 5 8477 -28 2412.898301619895 2400.735060079016 50 GTEX 1 100 100 1.0 0.001 5 8477 -29 2411.5577578127068 2403.679918644546 50 GTEX 1 100 100 1.0 0.001 5 8477 -30 2409.064182138448 2394.6722486372682 50 GTEX 1 100 100 1.0 0.001 5 8477 -31 2406.415313453146 2396.59055528532 50 GTEX 1 100 100 1.0 0.001 5 8477 -32 2404.9689255429635 2390.021487159874 50 GTEX 1 100 100 1.0 0.001 5 8477 -33 2403.5145819287145 2389.585823784309 50 GTEX 1 100 100 1.0 0.001 5 8477 -34 2401.729227828617 2388.656190125208 50 GTEX 1 100 100 1.0 0.001 5 8477 -35 2400.391567882596 2386.701004782557 50 GTEX 1 100 100 1.0 0.001 5 8477 -36 2398.2119957091904 2385.1493773949915 50 GTEX 1 100 100 1.0 0.001 5 8477 -37 2397.0936684306753 2382.916170649655 50 GTEX 1 100 100 1.0 0.001 5 8477 -38 2395.8104975414185 2382.810914014229 50 GTEX 1 100 100 1.0 0.001 5 8477 -39 2394.649689716788 2382.2491028064105 50 GTEX 1 100 100 1.0 0.001 5 8477 -40 2393.0785829796514 2380.0426916550323 50 GTEX 1 100 100 1.0 0.001 5 8477 -41 2392.4921326218705 2378.1298164396685 50 GTEX 1 100 100 1.0 0.001 5 8477 -42 2391.1702075352623 2378.1486315128923 50 GTEX 1 100 100 1.0 0.001 5 8477 -43 2390.1597267151683 2377.524856857474 50 GTEX 1 100 100 1.0 0.001 5 8477 -44 2388.629504493817 2377.4948085306264 50 GTEX 1 100 100 1.0 0.001 5 8477 -45 2388.0010921211924 2376.598045668221 50 GTEX 1 100 100 1.0 0.001 5 8477 -46 2387.2758335183235 2374.399874495009 50 GTEX 1 100 100 1.0 0.001 5 8477 -47 2386.0525656402256 2374.877119753297 50 GTEX 1 100 100 1.0 0.001 5 8477 -48 2385.377773331251 2374.093427418756 50 GTEX 1 100 100 1.0 0.001 5 8477 -49 2384.53628199952 2371.027626414716 50 GTEX 1 100 100 1.0 0.001 5 8477 -50 2383.7499902261225 2370.922993591077 50 GTEX 1 100 100 1.0 0.001 5 8477 -51 2382.8330830120417 2369.884461609583 50 GTEX 1 100 100 1.0 0.001 5 8477 -52 2381.8480939856045 2369.9122175209422 50 GTEX 1 100 100 1.0 0.001 5 8477 -53 2381.16428784074 2368.606516326788 50 GTEX 1 100 100 1.0 0.001 5 8477 -54 2380.167173249223 2370.549108004842 50 GTEX 1 100 100 1.0 0.001 5 8477 -55 2379.7089421332817 2365.783641742663 50 GTEX 1 100 100 1.0 0.001 5 8477 -56 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GTEX 1 100 100 1.0 0.0015 100 1885 -54 2274.592839224205 2301.899987746554 150 GTEX 1 100 100 1.0 0.0015 100 1885 -55 2275.154612140569 2298.837215293043 150 GTEX 1 100 100 1.0 0.0015 100 1885 -56 2273.77027532832 2296.533175740405 150 GTEX 1 100 100 1.0 0.0015 100 1885 -57 2273.234815366041 2298.1020006535173 150 GTEX 1 100 100 1.0 0.0015 100 1885 -58 2273.3417570831984 2301.4806739023884 150 GTEX 1 100 100 1.0 0.0015 100 1885 -59 2272.9489921456193 2298.977101373129 150 GTEX 1 100 100 1.0 0.0015 100 1885 -60 2273.0289006074554 2297.710093219017 150 GTEX 1 100 100 1.0 0.0015 100 1885 -61 2271.9297040047004 2297.689648530329 150 GTEX 1 100 100 1.0 0.0015 100 1885 -62 2271.8227792822267 2294.7791692349388 150 GTEX 1 100 100 1.0 0.0015 100 1885 -63 2270.656314239389 2295.897410345621 150 GTEX 1 100 100 1.0 0.0015 100 1885 -64 2270.7589664364536 2295.5543885901848 150 GTEX 1 100 100 1.0 0.0015 100 1885 -65 2270.589316308769 2297.428589795479 150 GTEX 1 100 100 1.0 0.0015 100 1885 -66 2270.737110654114 2298.619486413528 150 GTEX 1 100 100 1.0 0.0015 100 1885 -67 2270.7268892414936 2293.3970260330025 150 GTEX 1 100 100 1.0 0.0015 100 1885 -68 2269.535666683653 2302.8748407980333 150 GTEX 1 100 100 1.0 0.0015 100 1885 -69 2270.3959401067114 2300.2516672112642 150 GTEX 1 100 100 1.0 0.0015 100 1885 -70 2269.0285060419587 2297.6275644048537 150 GTEX 1 100 100 1.0 0.0015 100 1885 -71 2268.5614139133386 2294.895674904943 150 GTEX 1 100 100 1.0 0.0015 100 1885 -72 2268.222537674042 2294.2236810836507 150 GTEX 1 100 100 1.0 0.0015 100 1885 -73 2268.01124442038 2291.156575366118 150 GTEX 1 100 100 1.0 0.0015 100 1885 -74 2268.162023034785 2291.356876503832 150 GTEX 1 100 100 1.0 0.0015 100 1885 -75 2267.165578044127 2291.4549774053885 150 GTEX 1 100 100 1.0 0.0015 100 1885 -76 2266.8657893197674 2298.842720989039 150 GTEX 1 100 100 1.0 0.0015 100 1885 -77 2266.712266154182 2290.011400810213 150 GTEX 1 100 100 1.0 0.0015 100 1885 -78 2266.403936892008 2290.675888931797 150 GTEX 1 100 100 1.0 0.0015 100 1885 -79 2265.972414791389 2289.3298349126667 150 GTEX 1 100 100 1.0 0.0015 100 1885 -80 2265.9701874304737 2291.228394482979 150 GTEX 1 100 100 1.0 0.0015 100 1885 -81 2265.8682351100783 2292.4442189727897 150 GTEX 1 100 100 1.0 0.0015 100 1885 -82 2265.709405373807 2289.241330687084 150 GTEX 1 100 100 1.0 0.0015 100 1885 -83 2265.2822167886225 2292.133624754931 150 GTEX 1 100 100 1.0 0.0015 100 1885 -84 2264.230697623777 2287.914439850433 150 GTEX 1 100 100 1.0 0.0015 100 1885 -85 2264.809886893287 2289.9938825600047 150 GTEX 1 100 100 1.0 0.0015 100 1885 -86 2265.6418044671623 2288.771950377258 150 GTEX 1 100 100 1.0 0.0015 100 1885 -87 2264.171485695376 2286.351123882337 150 GTEX 1 100 100 1.0 0.0015 100 1885 -88 2264.006760841113 2288.035580943293 150 GTEX 1 100 100 1.0 0.0015 100 1885 -89 2263.836032040988 2288.245412848295 150 GTEX 1 100 100 1.0 0.0015 100 1885 -90 2264.108088484382 2287.7663653123514 150 GTEX 1 100 100 1.0 0.0015 100 1885 -91 2263.699644364965 2289.1458689178353 150 GTEX 1 100 100 1.0 0.0015 100 1885 -92 2263.9132935614757 2286.3643232570403 150 GTEX 1 100 100 1.0 0.0015 100 1885 -93 2262.615516837477 2288.482648842235 150 GTEX 1 100 100 1.0 0.0015 100 1885 -94 2262.1261279931273 2289.1166876151087 150 GTEX 1 100 100 1.0 0.0015 100 1885 -95 2262.4683133475164 2286.6966543451463 150 GTEX 1 100 100 1.0 0.0015 100 1885 -96 2262.544576282044 2286.986953329224 150 GTEX 1 100 100 1.0 0.0015 100 1885 -97 2261.4483217195257 2290.640861250149 150 GTEX 1 100 100 1.0 0.0015 100 1885 -98 2262.776311380981 2288.451031238861 150 GTEX 1 100 100 1.0 0.0015 100 1885 -99 2262.7193689004816 2285.0656204513725 150 GTEX 1 100 100 1.0 0.0015 100 1885 -0 3033.697869980714 2564.044930693768 50 GTEX 1 100 100 1.0 0.001 75 5837 -1 2489.674834653847 2463.2766702746258 50 GTEX 1 100 100 1.0 0.001 75 5837 -2 2428.2951950535826 2391.7436416683995 50 GTEX 1 100 100 1.0 0.001 75 5837 -3 2397.745130778089 2384.320300432213 50 GTEX 1 100 100 1.0 0.001 75 5837 -4 2375.1083559636845 2384.728537903992 50 GTEX 1 100 100 1.0 0.001 75 5837 -5 2362.81035531732 2353.9563062544557 50 GTEX 1 100 100 1.0 0.001 75 5837 -6 2351.412426935754 2336.356707090661 50 GTEX 1 100 100 1.0 0.001 75 5837 -7 2344.3448905263845 2327.5203077657143 50 GTEX 1 100 100 1.0 0.001 75 5837 -8 2337.749131749597 2326.8007394768892 50 GTEX 1 100 100 1.0 0.001 75 5837 -9 2332.289612312837 2314.801901697659 50 GTEX 1 100 100 1.0 0.001 75 5837 -10 2325.617390946223 2314.225851892972 50 GTEX 1 100 100 1.0 0.001 75 5837 -11 2322.460230918297 2312.1452599587096 50 GTEX 1 100 100 1.0 0.001 75 5837 -12 2318.2698036291363 2304.291148370663 50 GTEX 1 100 100 1.0 0.001 75 5837 -13 2314.340529932925 2303.0082000616385 50 GTEX 1 100 100 1.0 0.001 75 5837 -14 2310.8585468766505 2299.198536920004 50 GTEX 1 100 100 1.0 0.001 75 5837 -15 2307.4661975480617 2297.0047129351833 50 GTEX 1 100 100 1.0 0.001 75 5837 -16 2305.6050617028227 2296.9828906621315 50 GTEX 1 100 100 1.0 0.001 75 5837 -17 2302.822146481693 2303.0468736075627 50 GTEX 1 100 100 1.0 0.001 75 5837 -18 2301.6835617205656 2289.456659005169 50 GTEX 1 100 100 1.0 0.001 75 5837 -19 2299.2083231038573 2287.0020324939105 50 GTEX 1 100 100 1.0 0.001 75 5837 -20 2297.127056640419 2287.5808653160652 50 GTEX 1 100 100 1.0 0.001 75 5837 -21 2295.278652598541 2284.491629596899 50 GTEX 1 100 100 1.0 0.001 75 5837 -22 2294.3221628832393 2284.551435231256 50 GTEX 1 100 100 1.0 0.001 75 5837 -23 2291.87049555776 2284.1543377198195 50 GTEX 1 100 100 1.0 0.001 75 5837 -24 2290.762927100388 2280.580276779349 50 GTEX 1 100 100 1.0 0.001 75 5837 -25 2290.230279332773 2278.436556391843 50 GTEX 1 100 100 1.0 0.001 75 5837 -26 2287.867561924605 2280.6321195305068 50 GTEX 1 100 100 1.0 0.001 75 5837 -27 2286.926212667399 2277.520143458145 50 GTEX 1 100 100 1.0 0.001 75 5837 -28 2285.6970967612824 2279.4346000178234 50 GTEX 1 100 100 1.0 0.001 75 5837 -29 2284.627486201039 2279.575315062084 50 GTEX 1 100 100 1.0 0.001 75 5837 -30 2284.0423484569337 2273.6159046013545 50 GTEX 1 100 100 1.0 0.001 75 5837 -31 2282.9949997591343 2275.060612783686 50 GTEX 1 100 100 1.0 0.001 75 5837 -32 2281.997665306955 2274.9008988645137 50 GTEX 1 100 100 1.0 0.001 75 5837 -33 2280.823118621449 2271.6308941859256 50 GTEX 1 100 100 1.0 0.001 75 5837 -34 2280.4381478868618 2269.867190284874 50 GTEX 1 100 100 1.0 0.001 75 5837 -35 2279.8036507727093 2269.5813280693023 50 GTEX 1 100 100 1.0 0.001 75 5837 -36 2278.61488756998 2269.0595893424725 50 GTEX 1 100 100 1.0 0.001 75 5837 -37 2277.982435052972 2267.951990860043 50 GTEX 1 100 100 1.0 0.001 75 5837 -38 2277.347689027304 2267.570802637833 50 GTEX 1 100 100 1.0 0.001 75 5837 -39 2277.501193212483 2269.0107222292363 50 GTEX 1 100 100 1.0 0.001 75 5837 -40 2276.175367446211 2265.7137038082224 50 GTEX 1 100 100 1.0 0.001 75 5837 -41 2275.4504536110635 2267.5820813777327 50 GTEX 1 100 100 1.0 0.001 75 5837 -42 2274.943963575983 2265.641065938391 50 GTEX 1 100 100 1.0 0.001 75 5837 -43 2274.8346962433648 2266.3355042200124 50 GTEX 1 100 100 1.0 0.001 75 5837 -44 2274.5799526634873 2267.423718586621 50 GTEX 1 100 100 1.0 0.001 75 5837 -45 2273.5877705533035 2264.468225051241 50 GTEX 1 100 100 1.0 0.001 75 5837 -46 2273.7127181250908 2264.6021744760724 50 GTEX 1 100 100 1.0 0.001 75 5837 -47 2273.343025417858 2262.364513556767 50 GTEX 1 100 100 1.0 0.001 75 5837 -48 2273.0595013537977 2263.31647494356 50 GTEX 1 100 100 1.0 0.001 75 5837 -49 2272.583368465996 2262.0552987798537 50 GTEX 1 100 100 1.0 0.001 75 5837 -50 2272.3887868405545 2262.3698693337096 50 GTEX 1 100 100 1.0 0.001 75 5837 -51 2271.1895275766724 2262.7309194354502 50 GTEX 1 100 100 1.0 0.001 75 5837 -52 2271.383998930083 2261.138955932153 50 GTEX 1 100 100 1.0 0.001 75 5837 -53 2271.000924598482 2261.364068208992 50 GTEX 1 100 100 1.0 0.001 75 5837 -54 2270.8710794115414 2259.8206401868465 50 GTEX 1 100 100 1.0 0.001 75 5837 -55 2270.591501311917 2262.3992782998903 50 GTEX 1 100 100 1.0 0.001 75 5837 -56 2270.479943848946 2260.59178457514 50 GTEX 1 100 100 1.0 0.001 75 5837 -57 2270.3578328936205 2263.8601582458264 50 GTEX 1 100 100 1.0 0.001 75 5837 -58 2269.5892798565906 2260.4246900435182 50 GTEX 1 100 100 1.0 0.001 75 5837 -59 2269.8109901551525 2262.707522548197 50 GTEX 1 100 100 1.0 0.001 75 5837 -60 2269.298943786847 2259.356291912355 50 GTEX 1 100 100 1.0 0.001 75 5837 -61 2269.4494659336788 2260.6089447369595 50 GTEX 1 100 100 1.0 0.001 75 5837 -62 2269.1426411265365 2261.583930069956 50 GTEX 1 100 100 1.0 0.001 75 5837 -63 2268.509016466327 2259.730561579135 50 GTEX 1 100 100 1.0 0.001 75 5837 -64 2268.5383601992035 2259.36329842339 50 GTEX 1 100 100 1.0 0.001 75 5837 -65 2268.827659335348 2260.562105940322 50 GTEX 1 100 100 1.0 0.001 75 5837 -66 2268.254766170687 2258.9034029304307 50 GTEX 1 100 100 1.0 0.001 75 5837 -67 2267.8957002212037 2257.9129014395944 50 GTEX 1 100 100 1.0 0.001 75 5837 -68 2267.7926464054613 2259.160751748901 50 GTEX 1 100 100 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6434 -8 2355.3612603267848 2368.240524001901 50 GTEX 1 100 100 1.0 0.001 50 6434 -9 2347.7217358034823 2361.686322926569 50 GTEX 1 100 100 1.0 0.001 50 6434 -10 2341.479907409661 2354.067560580293 50 GTEX 1 100 100 1.0 0.001 50 6434 -11 2334.8713709258145 2351.322820743227 50 GTEX 1 100 100 1.0 0.001 50 6434 -12 2331.756750396732 2346.8145208902683 50 GTEX 1 100 100 1.0 0.001 50 6434 -13 2326.7610180223082 2341.6974336457347 50 GTEX 1 100 100 1.0 0.001 50 6434 -14 2322.3269164433027 2338.4472154972673 50 GTEX 1 100 100 1.0 0.001 50 6434 -15 2318.9123776021725 2334.946885953838 50 GTEX 1 100 100 1.0 0.001 50 6434 -16 2315.528415472414 2331.846603567609 50 GTEX 1 100 100 1.0 0.001 50 6434 -17 2312.633647921522 2327.4152878445816 50 GTEX 1 100 100 1.0 0.001 50 6434 -18 2310.2495636054027 2334.223805010545 50 GTEX 1 100 100 1.0 0.001 50 6434 -19 2307.8097465001783 2321.901314739039 50 GTEX 1 100 100 1.0 0.001 50 6434 -20 2305.73413150409 2320.306199222463 50 GTEX 1 100 100 1.0 0.001 50 6434 -21 2302.952443536388 2322.236652098681 50 GTEX 1 100 100 1.0 0.001 50 6434 -22 2300.867306488576 2318.700115943589 50 GTEX 1 100 100 1.0 0.001 50 6434 -23 2298.835368552026 2315.700228266843 50 GTEX 1 100 100 1.0 0.001 50 6434 -24 2297.2676605195597 2315.5307329417183 50 GTEX 1 100 100 1.0 0.001 50 6434 -25 2295.8481303217345 2311.415694436193 50 GTEX 1 100 100 1.0 0.001 50 6434 -26 2294.400764147004 2312.2479874643536 50 GTEX 1 100 100 1.0 0.001 50 6434 -27 2292.0771736587453 2307.946821901735 50 GTEX 1 100 100 1.0 0.001 50 6434 -28 2291.205695864995 2306.923548245158 50 GTEX 1 100 100 1.0 0.001 50 6434 -29 2289.5623582400954 2306.175291112167 50 GTEX 1 100 100 1.0 0.001 50 6434 -30 2288.727152207793 2306.996411689787 50 GTEX 1 100 100 1.0 0.001 50 6434 -31 2287.708647240703 2303.710411158805 50 GTEX 1 100 100 1.0 0.001 50 6434 -32 2285.901665200499 2303.473710324828 50 GTEX 1 100 100 1.0 0.001 50 6434 -33 2285.022599809082 2301.323032393655 50 GTEX 1 100 100 1.0 0.001 50 6434 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2316.9907351881834 50 GTEX 1 50 100 0.0 0.002 125 1150 -6 2308.34797388812 2314.47834876463 50 GTEX 1 50 100 0.0 0.002 125 1150 -7 2303.3490357335018 2309.099473148244 50 GTEX 1 50 100 0.0 0.002 125 1150 -8 2299.9615249641847 2304.3416696990853 50 GTEX 1 50 100 0.0 0.002 125 1150 -9 2297.374278589855 2310.061051169276 50 GTEX 1 50 100 0.0 0.002 125 1150 -10 2293.834865055505 2298.6293035586973 50 GTEX 1 50 100 0.0 0.002 125 1150 -11 2291.6336671082363 2301.852508428885 50 GTEX 1 50 100 0.0 0.002 125 1150 -12 2290.409315361296 2295.0273516404764 50 GTEX 1 50 100 0.0 0.002 125 1150 -13 2289.067908822464 2309.804824190901 50 GTEX 1 50 100 0.0 0.002 125 1150 -14 2287.9116444066394 2294.245414704877 50 GTEX 1 50 100 0.0 0.002 125 1150 -15 2285.4970896539457 2292.710257062441 50 GTEX 1 50 100 0.0 0.002 125 1150 -16 2284.8530942135762 2292.604462482177 50 GTEX 1 50 100 0.0 0.002 125 1150 -17 2283.166196403048 2290.681032594166 50 GTEX 1 50 100 0.0 0.002 125 1150 -18 2282.1148622455803 2290.114316062782 50 GTEX 1 50 100 0.0 0.002 125 1150 -19 2280.568721498445 2288.9269785137685 50 GTEX 1 50 100 0.0 0.002 125 1150 -20 2280.0302188946225 2292.881255059188 50 GTEX 1 50 100 0.0 0.002 125 1150 -21 2279.6967831203947 2291.110813387447 50 GTEX 1 50 100 0.0 0.002 125 1150 -22 2279.1093642203673 2287.302485824991 50 GTEX 1 50 100 0.0 0.002 125 1150 -23 2278.0036573126968 2285.427592810569 50 GTEX 1 50 100 0.0 0.002 125 1150 -24 2276.4934874256874 2284.768023704848 50 GTEX 1 50 100 0.0 0.002 125 1150 -25 2276.4707048012588 2287.93409758013 50 GTEX 1 50 100 0.0 0.002 125 1150 -26 2276.783054917947 2286.984104403072 50 GTEX 1 50 100 0.0 0.002 125 1150 -27 2275.6306839609797 2286.401654493673 50 GTEX 1 50 100 0.0 0.002 125 1150 -28 2274.5119704982603 2284.3174765699264 50 GTEX 1 50 100 0.0 0.002 125 1150 -29 2274.8322417880863 2287.974693385367 50 GTEX 1 50 100 0.0 0.002 125 1150 -30 2274.545810885221 2281.491357143388 50 GTEX 1 50 100 0.0 0.002 125 1150 -31 2273.527499796786 2283.504115347627 50 GTEX 1 50 100 0.0 0.002 125 1150 -32 2273.646641092289 2278.8623213967444 50 GTEX 1 50 100 0.0 0.002 125 1150 -33 2274.967433260149 2285.5318515327945 50 GTEX 1 50 100 0.0 0.002 125 1150 -34 2272.5391830358913 2280.483718698016 50 GTEX 1 50 100 0.0 0.002 125 1150 -35 2272.3264072475026 2282.055699105499 50 GTEX 1 50 100 0.0 0.002 125 1150 -36 2271.299562016825 2280.366063803321 50 GTEX 1 50 100 0.0 0.002 125 1150 -37 2273.151286030793 2281.004154567936 50 GTEX 1 50 100 0.0 0.002 125 1150 -38 2270.0896129936555 2277.915289004946 50 GTEX 1 50 100 0.0 0.002 125 1150 -39 2271.7689183324724 2283.416288310584 50 GTEX 1 50 100 0.0 0.002 125 1150 -40 2272.107413932113 2279.989436044439 50 GTEX 1 50 100 0.0 0.002 125 1150 -41 2270.17050080316 2280.220677596988 50 GTEX 1 50 100 0.0 0.002 125 1150 -42 2270.549080234301 2279.443982954714 50 GTEX 1 50 100 0.0 0.002 125 1150 -43 2270.3272571880034 2287.5810166275546 50 GTEX 1 50 100 0.0 0.002 125 1150 -44 2270.2467171119088 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2331.6556672809165 2331.792750601533 100 GTEX 1 100 100 1.0 0.0025 75 8782 -8 2326.28444721838 2318.5646267154825 100 GTEX 1 100 100 1.0 0.0025 75 8782 -9 2321.179298066433 2316.930136793013 100 GTEX 1 100 100 1.0 0.0025 75 8782 -10 2316.005839027799 2317.183121249703 100 GTEX 1 100 100 1.0 0.0025 75 8782 -11 2313.6762681386663 2309.202534606701 100 GTEX 1 100 100 1.0 0.0025 75 8782 -12 2309.890198172971 2309.491900657973 100 GTEX 1 100 100 1.0 0.0025 75 8782 -13 2306.5329976414787 2302.7906647308696 100 GTEX 1 100 100 1.0 0.0025 75 8782 -14 2304.3003333794777 2297.8131711546453 100 GTEX 1 100 100 1.0 0.0025 75 8782 -15 2302.322188233428 2304.2173482800617 100 GTEX 1 100 100 1.0 0.0025 75 8782 -16 2300.6023038189396 2295.041510404289 100 GTEX 1 100 100 1.0 0.0025 75 8782 -17 2298.337673639765 2292.183981775784 100 GTEX 1 100 100 1.0 0.0025 75 8782 -18 2296.869396164184 2291.125897657735 100 GTEX 1 100 100 1.0 0.0025 75 8782 -19 2293.9463775689564 2291.723358966552 100 GTEX 1 100 100 1.0 0.0025 75 8782 -20 2293.207774116256 2288.1612247133435 100 GTEX 1 100 100 1.0 0.0025 75 8782 -21 2291.872225276165 2295.520566294855 100 GTEX 1 100 100 1.0 0.0025 75 8782 -22 2290.872763613077 2285.152633376901 100 GTEX 1 100 100 1.0 0.0025 75 8782 -23 2289.2748899136473 2284.490800632723 100 GTEX 1 100 100 1.0 0.0025 75 8782 -24 2288.8252308491833 2283.6250259921576 100 GTEX 1 100 100 1.0 0.0025 75 8782 -25 2287.420539692361 2284.0130007203547 100 GTEX 1 100 100 1.0 0.0025 75 8782 -26 2286.5441828512453 2281.794594188153 100 GTEX 1 100 100 1.0 0.0025 75 8782 -27 2285.034317037555 2282.1413861989067 100 GTEX 1 100 100 1.0 0.0025 75 8782 -28 2284.250773838358 2280.290349111811 100 GTEX 1 100 100 1.0 0.0025 75 8782 -29 2283.2157856010517 2278.4312915874525 100 GTEX 1 100 100 1.0 0.0025 75 8782 -30 2283.458092656976 2279.001980045449 100 GTEX 1 100 100 1.0 0.0025 75 8782 -31 2281.531538290699 2277.8075039359555 100 GTEX 1 100 100 1.0 0.0025 75 8782 -32 2281.6004417018908 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2274.9673829466005 2272.7315418548005 100 GTEX 1 100 100 1.0 0.0025 75 8782 -46 2274.748362140569 2270.858743761882 100 GTEX 1 100 100 1.0 0.0025 75 8782 -47 2273.685229623709 2269.748983520972 100 GTEX 1 100 100 1.0 0.0025 75 8782 -48 2273.7486759619765 2272.285873819213 100 GTEX 1 100 100 1.0 0.0025 75 8782 -49 2273.7355982819845 2268.541906784696 100 GTEX 1 100 100 1.0 0.0025 75 8782 -50 2273.342489298765 2268.9413199189044 100 GTEX 1 100 100 1.0 0.0025 75 8782 -51 2271.489819359147 2267.070410898883 100 GTEX 1 100 100 1.0 0.0025 75 8782 -52 2272.2500939994275 2269.0327324812856 100 GTEX 1 100 100 1.0 0.0025 75 8782 -53 2271.29318619943 2267.7553655240013 100 GTEX 1 100 100 1.0 0.0025 75 8782 -54 2271.9478910242074 2268.509051768952 100 GTEX 1 100 100 1.0 0.0025 75 8782 -55 2271.3281327365785 2266.292536166231 100 GTEX 1 100 100 1.0 0.0025 75 8782 -56 2270.82047948115 2266.9034307791712 100 GTEX 1 100 100 1.0 0.0025 75 8782 -57 2270.956892378418 2264.7665922795863 100 GTEX 1 100 100 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2301.428453800796 100 GTEX 1 100 100 1.0 0.0015 100 7493 -21 2295.0450736150906 2298.5237150591142 100 GTEX 1 100 100 1.0 0.0015 100 7493 -22 2294.0741513644025 2296.232894375297 100 GTEX 1 100 100 1.0 0.0015 100 7493 -23 2292.2330646557198 2293.36627963106 100 GTEX 1 100 100 1.0 0.0015 100 7493 -24 2291.467038565709 2294.8757741949853 100 GTEX 1 100 100 1.0 0.0015 100 7493 -25 2289.403816175597 2298.1167279957817 100 GTEX 1 100 100 1.0 0.0015 100 7493 -26 2288.9028111167 2295.113041750832 100 GTEX 1 100 100 1.0 0.0015 100 7493 -27 2287.677635269431 2294.68265153428 100 GTEX 1 100 100 1.0 0.0015 100 7493 -28 2287.236046100929 2289.83095164716 100 GTEX 1 100 100 1.0 0.0015 100 7493 -29 2285.325285417849 2287.5918785646386 100 GTEX 1 100 100 1.0 0.0015 100 7493 -30 2284.5779665806635 2288.507478315114 100 GTEX 1 100 100 1.0 0.0015 100 7493 -31 2283.1948067082944 2289.015173850404 100 GTEX 1 100 100 1.0 0.0015 100 7493 -32 2282.4707132083404 2297.3365993717325 100 GTEX 1 100 100 1.0 0.0015 100 7493 -33 2281.874294243532 2284.359941257723 100 GTEX 1 100 100 1.0 0.0015 100 7493 -34 2281.913890129034 2286.0777731775784 100 GTEX 1 100 100 1.0 0.0015 100 7493 -35 2281.482410579596 2283.649788163914 100 GTEX 1 100 100 1.0 0.0015 100 7493 -36 2280.090659004841 2282.865257582284 100 GTEX 1 100 100 1.0 0.0015 100 7493 -37 2278.9888486506584 2290.798692594463 100 GTEX 1 100 100 1.0 0.0015 100 7493 -38 2277.9293377035033 2282.2912337734674 100 GTEX 1 100 100 1.0 0.0015 100 7493 -39 2277.7611143169197 2282.1738132723385 100 GTEX 1 100 100 1.0 0.0015 100 7493 -40 2277.184091650396 2281.889602022933 100 GTEX 1 100 100 1.0 0.0015 100 7493 -41 2276.556761908761 2278.1217741875594 100 GTEX 1 100 100 1.0 0.0015 100 7493 -42 2275.636792660112 2280.1892377614067 100 GTEX 1 100 100 1.0 0.0015 100 7493 -43 2274.932328303664 2280.3274965467567 100 GTEX 1 100 100 1.0 0.0015 100 7493 -44 2275.218773235524 2279.787540102186 100 GTEX 1 100 100 1.0 0.0015 100 7493 -45 2274.8933170456007 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0.0015 100 7493 -58 2268.2245941855176 2272.5918711383083 100 GTEX 1 100 100 1.0 0.0015 100 7493 -59 2268.442875580965 2273.4805198060244 100 GTEX 1 100 100 1.0 0.0015 100 7493 -60 2268.5078275347505 2271.5353957491684 100 GTEX 1 100 100 1.0 0.0015 100 7493 -61 2268.6121470676103 2271.955398385516 100 GTEX 1 100 100 1.0 0.0015 100 7493 -62 2268.0853930254025 2271.166968980216 100 GTEX 1 100 100 1.0 0.0015 100 7493 -63 2267.255384142779 2270.8891109568085 100 GTEX 1 100 100 1.0 0.0015 100 7493 -64 2266.915249884261 2270.235985585492 100 GTEX 1 100 100 1.0 0.0015 100 7493 -65 2268.0920972089725 2274.5356501009987 100 GTEX 1 100 100 1.0 0.0015 100 7493 -66 2266.2279670500156 2270.149390855216 100 GTEX 1 100 100 1.0 0.0015 100 7493 -67 2266.923537797002 2269.110405403398 100 GTEX 1 100 100 1.0 0.0015 100 7493 -68 2265.9935200740483 2269.94649514318 100 GTEX 1 100 100 1.0 0.0015 100 7493 -69 2266.0081444765783 2269.183049771269 100 GTEX 1 100 100 1.0 0.0015 100 7493 -70 2265.6991495334123 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0.0015 100 7493 -83 2263.2713959974867 2265.687357971424 100 GTEX 1 100 100 1.0 0.0015 100 7493 -84 2262.765837059613 2268.5963947020555 100 GTEX 1 100 100 1.0 0.0015 100 7493 -85 2262.5764904157204 2267.168151623396 100 GTEX 1 100 100 1.0 0.0015 100 7493 -86 2262.5348685008616 2266.304965987405 100 GTEX 1 100 100 1.0 0.0015 100 7493 -87 2263.0399759835973 2265.559043971305 100 GTEX 1 100 100 1.0 0.0015 100 7493 -88 2263.295778804209 2266.9792758956155 100 GTEX 1 100 100 1.0 0.0015 100 7493 -89 2261.990222022263 2264.6923410393892 100 GTEX 1 100 100 1.0 0.0015 100 7493 -90 2261.7194269763972 2265.674383243227 100 GTEX 1 100 100 1.0 0.0015 100 7493 -91 2262.1632825755332 2265.5989122281962 100 GTEX 1 100 100 1.0 0.0015 100 7493 -92 2261.9998133937297 2266.899932977365 100 GTEX 1 100 100 1.0 0.0015 100 7493 -93 2261.432882474773 2264.9655492514253 100 GTEX 1 100 100 1.0 0.0015 100 7493 -94 2262.0127910139745 2266.745583189758 100 GTEX 1 100 100 1.0 0.0015 100 7493 -95 2262.347268802155 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2376.9565221315656 2359.9734536522697 50 GTEX 1 100 100 1.0 0.0025 5 9409 -35 2376.043527021496 2359.062290670301 50 GTEX 1 100 100 1.0 0.0025 5 9409 -36 2374.716203685747 2358.0163889837813 50 GTEX 1 100 100 1.0 0.0025 5 9409 -37 2373.617835515805 2356.991177983157 50 GTEX 1 100 100 1.0 0.0025 5 9409 -38 2372.90057503924 2354.2202083457105 50 GTEX 1 100 100 1.0 0.0025 5 9409 -39 2371.897815891716 2356.004762134625 50 GTEX 1 100 100 1.0 0.0025 5 9409 -40 2371.004967553821 2356.0711614224388 50 GTEX 1 100 100 1.0 0.0025 5 9409 -41 2371.318584947837 2354.039726692461 50 GTEX 1 100 100 1.0 0.0025 5 9409 -42 2369.7057582991824 2354.195956734197 50 GTEX 1 100 100 1.0 0.0025 5 9409 -43 2369.4455194018938 2356.312965073966 50 GTEX 1 100 100 1.0 0.0025 5 9409 -44 2369.1299363496223 2354.922116355751 50 GTEX 1 100 100 1.0 0.0025 5 9409 -45 2368.018040333981 2352.679624840334 50 GTEX 1 100 100 1.0 0.0025 5 9409 -46 2367.594183274178 2351.038145812292 50 GTEX 1 100 100 1.0 0.0025 5 9409 -47 2367.285544626235 2351.704095528606 50 GTEX 1 100 100 1.0 0.0025 5 9409 -48 2366.848249568196 2350.37006566733 50 GTEX 1 100 100 1.0 0.0025 5 9409 -49 2366.5701344555428 2350.224307680311 50 GTEX 1 100 100 1.0 0.0025 5 9409 -50 2366.2619178895275 2350.901421492544 50 GTEX 1 100 100 1.0 0.0025 5 9409 -51 2366.215656735445 2349.410784703244 50 GTEX 1 100 100 1.0 0.0025 5 9409 -52 2365.152100847228 2349.4165391813212 50 GTEX 1 100 100 1.0 0.0025 5 9409 -53 2365.117157172613 2350.9058991058696 50 GTEX 1 100 100 1.0 0.0025 5 9409 -54 2365.167403567161 2347.815675684708 50 GTEX 1 100 100 1.0 0.0025 5 9409 -55 2364.5520977835426 2349.0899862427223 50 GTEX 1 100 100 1.0 0.0025 5 9409 -56 2364.810353047923 2349.1064351012947 50 GTEX 1 100 100 1.0 0.0025 5 9409 -57 2364.250563816044 2348.335770407557 50 GTEX 1 100 100 1.0 0.0025 5 9409 -58 2363.980909451293 2348.6363687841613 50 GTEX 1 100 100 1.0 0.0025 5 9409 -59 2364.4072901313857 2348.456097388902 50 GTEX 1 100 100 1.0 0.0025 5 9409 -60 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2361.6105353836024 2345.8475054026558 50 GTEX 1 100 100 1.0 0.0025 5 9409 -74 2362.0421163337937 2344.849390762387 50 GTEX 1 100 100 1.0 0.0025 5 9409 -75 2361.014924917023 2345.0664656606464 50 GTEX 1 100 100 1.0 0.0025 5 9409 -76 2361.2552521051743 2345.661599743049 50 GTEX 1 100 100 1.0 0.0025 5 9409 -77 2361.265467328533 2346.089750920865 50 GTEX 1 100 100 1.0 0.0025 5 9409 -78 2361.267938597975 2347.2186279296875 50 GTEX 1 100 100 1.0 0.0025 5 9409 -79 2361.2026687481844 2349.783936011021 50 GTEX 1 100 100 1.0 0.0025 5 9409 -80 2361.905799524829 2344.9129982139675 50 GTEX 1 100 100 1.0 0.0025 5 9409 -81 2361.084373009121 2344.5495438376306 50 GTEX 1 100 100 1.0 0.0025 5 9409 -82 2360.729501290874 2347.4520894909992 50 GTEX 1 100 100 1.0 0.0025 5 9409 -83 2360.650123919355 2346.180394393863 50 GTEX 1 100 100 1.0 0.0025 5 9409 -84 2361.060676385322 2345.8381589012 50 GTEX 1 100 100 1.0 0.0025 5 9409 -85 2360.523629341355 2345.306897761704 50 GTEX 1 100 100 1.0 0.0025 5 9409 -86 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GTEX 1 50 100 1.0 0.001 25 4346 -36 2332.4344413437384 2345.2856380332105 100 GTEX 1 50 100 1.0 0.001 25 4346 -37 2330.5964586018786 2344.0285393892586 100 GTEX 1 50 100 1.0 0.001 25 4346 -38 2328.6294668682576 2343.10125987702 100 GTEX 1 50 100 1.0 0.001 25 4346 -39 2328.0248665749687 2341.917195483305 100 GTEX 1 50 100 1.0 0.001 25 4346 -40 2325.2544199330155 2340.9301897056203 100 GTEX 1 50 100 1.0 0.001 25 4346 -41 2323.617297565722 2339.97599160082 100 GTEX 1 50 100 1.0 0.001 25 4346 -42 2322.1732784411065 2337.5180097804778 100 GTEX 1 50 100 1.0 0.001 25 4346 -43 2321.2148252080005 2337.1519724334603 100 GTEX 1 50 100 1.0 0.001 25 4346 -44 2320.56058357217 2335.9791208709603 100 GTEX 1 50 100 1.0 0.001 25 4346 -45 2319.006889551988 2336.22279363712 100 GTEX 1 50 100 1.0 0.001 25 4346 -46 2317.616481743532 2334.0981129693437 100 GTEX 1 50 100 1.0 0.001 25 4346 -47 2315.470395596009 2331.887540287845 100 GTEX 1 50 100 1.0 0.001 25 4346 -48 2315.272350871778 2329.1937074842567 100 GTEX 1 50 100 1.0 0.001 25 4346 -49 2314.3686563925594 2328.289094990197 100 GTEX 1 50 100 1.0 0.001 25 4346 -0 3472.304622435376 3567.11653398289 150 GTEX 1 100 100 0.5 0.001 100 904 -1 2593.290476050235 2957.2062380250422 150 GTEX 1 100 100 0.5 0.001 100 904 -2 2503.942776062779 2522.343133150398 150 GTEX 1 100 100 0.5 0.001 100 904 -3 2458.8025897525617 2515.823684982474 150 GTEX 1 100 100 0.5 0.001 100 904 -4 2430.1370552137937 2430.8539802348205 150 GTEX 1 100 100 0.5 0.001 100 904 -5 2407.7822067568595 2435.218807089918 150 GTEX 1 100 100 0.5 0.001 100 904 -6 2393.338382465076 2400.012571385605 150 GTEX 1 100 100 0.5 0.001 100 904 -7 2380.0020969222032 2400.5097266367634 150 GTEX 1 100 100 0.5 0.001 100 904 -8 2371.687258799275 2398.9793093141047 150 GTEX 1 100 100 0.5 0.001 100 904 -9 2363.443192548581 2368.0411855023167 150 GTEX 1 100 100 0.5 0.001 100 904 -10 2357.8584253607933 2360.488765818085 150 GTEX 1 100 100 0.5 0.001 100 904 -11 2352.304023624209 2351.6558707929835 150 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100 100 0.5 0.0015 100 6325 -78 2263.4816765072505 2288.28067260278 50 GTEX 1 100 100 0.5 0.0015 100 6325 -79 2264.191400163892 2284.5032151370897 50 GTEX 1 100 100 0.5 0.0015 100 6325 -80 2263.953967074979 2283.3089845606587 50 GTEX 1 100 100 0.5 0.0015 100 6325 -81 2263.03760848746 2283.439120796697 50 GTEX 1 100 100 0.5 0.0015 100 6325 -82 2262.260772798562 2282.609769523824 50 GTEX 1 100 100 0.5 0.0015 100 6325 -83 2262.9965289583224 2283.1673402967567 50 GTEX 1 100 100 0.5 0.0015 100 6325 -84 2262.90052255945 2293.6884617098385 50 GTEX 1 100 100 0.5 0.0015 100 6325 -85 2264.037535763623 2287.314360760011 50 GTEX 1 100 100 0.5 0.0015 100 6325 -86 2263.0897157612053 2285.406597180965 50 GTEX 1 100 100 0.5 0.0015 100 6325 -87 2261.8357042421617 2282.968875783478 50 GTEX 1 100 100 0.5 0.0015 100 6325 -88 2262.8120633475164 2285.593698943976 50 GTEX 1 100 100 0.5 0.0015 100 6325 -89 2263.0273112305817 2284.7606201171875 50 GTEX 1 100 100 0.5 0.0015 100 6325 -90 2263.6835351325244 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2458.705682068097 2448.571634386882 50 GTEX 1 100 100 1.0 0.0005 75 1873 -4 2426.8306633197885 2429.2008924593038 50 GTEX 1 100 100 1.0 0.0005 75 1873 -5 2406.823753678485 2425.9619238095597 50 GTEX 1 100 100 1.0 0.0005 75 1873 -6 2392.106073054137 2401.722176323372 50 GTEX 1 100 100 1.0 0.0005 75 1873 -7 2380.337407759355 2393.286551936045 50 GTEX 1 100 100 1.0 0.0005 75 1873 -8 2371.520477794576 2391.731281469077 50 GTEX 1 100 100 1.0 0.0005 75 1873 -9 2361.835760951281 2375.20391915325 50 GTEX 1 100 100 1.0 0.0005 75 1873 -10 2355.5001365506077 2368.715528829016 50 GTEX 1 100 100 1.0 0.0005 75 1873 -11 2349.315184076925 2362.5749098629103 50 GTEX 1 100 100 1.0 0.0005 75 1873 -12 2344.325144096352 2359.624421210344 50 GTEX 1 100 100 1.0 0.0005 75 1873 -13 2340.3566403258524 2353.1972749079137 50 GTEX 1 100 100 1.0 0.0005 75 1873 -14 2336.458013357048 2357.1058521343275 50 GTEX 1 100 100 1.0 0.0005 75 1873 -15 2331.097615349289 2351.0280153687922 50 GTEX 1 100 100 1.0 0.0005 75 1873 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1873 -29 2297.575459413497 2311.2653246977484 50 GTEX 1 100 100 1.0 0.0005 75 1873 -30 2295.87978262381 2317.351896684886 50 GTEX 1 100 100 1.0 0.0005 75 1873 -31 2293.6412497544925 2312.221886696471 50 GTEX 1 100 100 1.0 0.0005 75 1873 -32 2293.5471191664137 2308.624578091581 50 GTEX 1 100 100 1.0 0.0005 75 1873 -33 2291.6513339975786 2307.5598339472435 50 GTEX 1 100 100 1.0 0.0005 75 1873 -34 2290.235937479369 2305.79818853226 50 GTEX 1 100 100 1.0 0.0005 75 1873 -35 2288.764815367073 2304.136306588641 50 GTEX 1 100 100 1.0 0.0005 75 1873 -36 2287.6051109590385 2304.595546243762 50 GTEX 1 100 100 1.0 0.0005 75 1873 -37 2287.003325026655 2302.333347102988 50 GTEX 1 100 100 1.0 0.0005 75 1873 -38 2286.1255700826723 2302.780519898853 50 GTEX 1 100 100 1.0 0.0005 75 1873 -39 2284.683970547156 2299.9740403324026 50 GTEX 1 100 100 1.0 0.0005 75 1873 -40 2284.060876401661 2298.9250882805068 50 GTEX 1 100 100 1.0 0.0005 75 1873 -41 2283.563839072774 2301.605450648319 50 GTEX 1 100 100 1.0 0.0005 75 1873 -42 2282.868087779837 2299.3409010738474 50 GTEX 1 100 100 1.0 0.0005 75 1873 -43 2281.7591892757 2299.269443990613 50 GTEX 1 100 100 1.0 0.0005 75 1873 -44 2281.0354702261398 2296.6745716863707 50 GTEX 1 100 100 1.0 0.0005 75 1873 -45 2280.2610292661348 2296.7999527499696 50 GTEX 1 100 100 1.0 0.0005 75 1873 -46 2279.3099300376057 2296.6894002123927 50 GTEX 1 100 100 1.0 0.0005 75 1873 -47 2278.706185564617 2295.008341626069 50 GTEX 1 100 100 1.0 0.0005 75 1873 -48 2278.090161336542 2297.3502754240435 50 GTEX 1 100 100 1.0 0.0005 75 1873 -49 2277.743125250665 2293.4915655447962 50 GTEX 1 100 100 1.0 0.0005 75 1873 -50 2276.939900815002 2292.643250207937 50 GTEX 1 100 100 1.0 0.0005 75 1873 -51 2275.705881542876 2295.5925826736275 50 GTEX 1 100 100 1.0 0.0005 75 1873 -52 2275.6992216899 2291.182176249109 50 GTEX 1 100 100 1.0 0.0005 75 1873 -53 2275.03879808954 2293.3492185643413 50 GTEX 1 100 100 1.0 0.0005 75 1873 -54 2275.147761168318 2291.582033106583 50 GTEX 1 100 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GTEX 1 100 100 1.0 0.0005 75 1873 -68 2269.230820970625 2288.1187888025784 50 GTEX 1 100 100 1.0 0.0005 75 1873 -69 2268.95087460987 2285.2359331370308 50 GTEX 1 100 100 1.0 0.0005 75 1873 -70 2268.870483024503 2285.522087764377 50 GTEX 1 100 100 1.0 0.0005 75 1873 -71 2268.37777848897 2286.822846271239 50 GTEX 1 100 100 1.0 0.0005 75 1873 -72 2268.3177546582456 2284.852168210106 50 GTEX 1 100 100 1.0 0.0005 75 1873 -73 2268.1815442788106 2285.2334991571115 50 GTEX 1 100 100 1.0 0.0005 75 1873 -74 2267.372945628977 2284.2214907802104 50 GTEX 1 100 100 1.0 0.0005 75 1873 -75 2267.5114997532546 2285.304397408953 50 GTEX 1 100 100 1.0 0.0005 75 1873 -76 2267.9773449517484 2284.449715850018 50 GTEX 1 100 100 1.0 0.0005 75 1873 -77 2267.318017353765 2287.705187663379 50 GTEX 1 100 100 1.0 0.0005 75 1873 -78 2266.978689465916 2283.416583739306 50 GTEX 1 100 100 1.0 0.0005 75 1873 -79 2267.0409761684505 2283.3431874554417 50 GTEX 1 100 100 1.0 0.0005 75 1873 -80 2266.296677897772 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125 8575 -6 2317.091826892924 2304.405183393239 50 GTEX 1 100 100 0.5 0.0015 125 8575 -7 2311.5523928824305 2294.180113585729 50 GTEX 1 100 100 0.5 0.0015 125 8575 -8 2307.756687782024 2292.777753590631 50 GTEX 1 100 100 0.5 0.0015 125 8575 -9 2303.5951909119344 2286.423732046845 50 GTEX 1 100 100 0.5 0.0015 125 8575 -10 2300.256024241485 2284.42559884075 50 GTEX 1 100 100 0.5 0.0015 125 8575 -11 2297.7595995980278 2282.925883362049 50 GTEX 1 100 100 0.5 0.0015 125 8575 -12 2295.9403780845223 2284.163498098859 50 GTEX 1 100 100 0.5 0.0015 125 8575 -13 2294.397288695477 2277.2840789678885 50 GTEX 1 100 100 0.5 0.0015 125 8575 -14 2291.477306449377 2276.7754458583354 50 GTEX 1 100 100 0.5 0.0015 125 8575 -15 2289.8599668482457 2272.439470762536 50 GTEX 1 100 100 0.5 0.0015 125 8575 -16 2288.7129991434063 2275.372495005793 50 GTEX 1 100 100 0.5 0.0015 125 8575 -17 2287.175086092644 2271.4587731887177 50 GTEX 1 100 100 0.5 0.0015 125 8575 -18 2285.634912181583 2268.245978177727 50 GTEX 1 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2259.561245414241 50 GTEX 1 100 100 0.5 0.0015 125 8575 -32 2274.29090388302 2259.6705665733425 50 GTEX 1 100 100 0.5 0.0015 125 8575 -33 2274.042538725185 2260.8481236446946 50 GTEX 1 100 100 0.5 0.0015 125 8575 -34 2274.2184072953664 2258.898708096929 50 GTEX 1 100 100 0.5 0.0015 125 8575 -35 2273.010287431423 2257.001467628624 50 GTEX 1 100 100 0.5 0.0015 125 8575 -36 2273.365955269373 2255.317931432688 50 GTEX 1 100 100 0.5 0.0015 125 8575 -37 2272.6994227119944 2254.96348194659 50 GTEX 1 100 100 0.5 0.0015 125 8575 -38 2273.235153248208 2255.273750334185 50 GTEX 1 100 100 0.5 0.0015 125 8575 -39 2272.811900827793 2262.5756859144785 50 GTEX 1 100 100 0.5 0.0015 125 8575 -40 2271.2763834343145 2253.8865850760462 50 GTEX 1 100 100 0.5 0.0015 125 8575 -41 2272.189569199464 2258.0989614276377 50 GTEX 1 100 100 0.5 0.0015 125 8575 -42 2271.096312818953 2253.9529421266047 50 GTEX 1 100 100 0.5 0.0015 125 8575 -43 2271.109066130003 2254.575631145289 50 GTEX 1 100 100 0.5 0.0015 125 8575 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100 0.5 0.0015 125 8575 -57 2268.087312418921 2266.4593478010634 50 GTEX 1 100 100 0.5 0.0015 125 8575 -58 2268.259658241292 2253.121003705739 50 GTEX 1 100 100 0.5 0.0015 125 8575 -59 2268.242218601045 2258.077715159369 50 GTEX 1 100 100 0.5 0.0015 125 8575 -60 2269.7488733736677 2249.7005559536888 50 GTEX 1 100 100 0.5 0.0015 125 8575 -61 2268.249865022496 2256.306503702026 50 GTEX 1 100 100 0.5 0.0015 125 8575 -62 2268.0495767421125 2254.807702590304 50 GTEX 1 100 100 0.5 0.0015 125 8575 -63 2267.861484919655 2251.0149376002555 50 GTEX 1 100 100 0.5 0.0015 125 8575 -64 2267.024058927764 2251.7495316770137 50 GTEX 1 100 100 0.5 0.0015 125 8575 -65 2267.341361279849 2251.4314155143475 50 GTEX 1 100 100 0.5 0.0015 125 8575 -66 2266.8309981073235 2253.3941794275784 50 GTEX 1 100 100 0.5 0.0015 125 8575 -67 2267.725928358459 2254.062965073966 50 GTEX 1 100 100 0.5 0.0015 125 8575 -68 2267.516075784633 2250.4056739952175 50 GTEX 1 100 100 0.5 0.0015 125 8575 -69 2267.080453091165 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8575 -82 2266.7017144928186 2249.2777791186427 50 GTEX 1 100 100 0.5 0.0015 125 8575 -83 2266.0493113001085 2250.983747939193 50 GTEX 1 100 100 0.5 0.0015 125 8575 -84 2265.707475768005 2248.7602464799193 50 GTEX 1 100 100 0.5 0.0015 125 8575 -85 2265.5134187857325 2252.07846196976 50 GTEX 1 100 100 0.5 0.0015 125 8575 -86 2266.109373581627 2255.58966134075 50 GTEX 1 100 100 0.5 0.0015 125 8575 -87 2266.076802122463 2251.3894474624226 50 GTEX 1 100 100 0.5 0.0015 125 8575 -88 2265.7788788676708 2249.4038039522934 50 GTEX 1 100 100 0.5 0.0015 125 8575 -89 2266.115866015047 2251.433461004337 50 GTEX 1 100 100 0.5 0.0015 125 8575 -90 2266.698698413527 2250.7653144865435 50 GTEX 1 100 100 0.5 0.0015 125 8575 -91 2265.3500093818907 2249.9533501106525 50 GTEX 1 100 100 0.5 0.0015 125 8575 -92 2265.4311271225047 2250.276288746881 50 GTEX 1 100 100 0.5 0.0015 125 8575 -93 2266.000925165831 2256.726047762447 50 GTEX 1 100 100 0.5 0.0015 125 8575 -94 2265.4325683696898 2248.6906278777037 50 GTEX 1 100 100 0.5 0.0015 125 8575 -95 2265.0744364057377 2255.8927693530177 50 GTEX 1 100 100 0.5 0.0015 125 8575 -96 2265.580796105262 2249.6344685717677 50 GTEX 1 100 100 0.5 0.0015 125 8575 -97 2265.4430158709197 2249.4851148482057 50 GTEX 1 100 100 0.5 0.0015 125 8575 -98 2265.6778099613707 2248.158106118554 50 GTEX 1 100 100 0.5 0.0015 125 8575 -99 2264.277346612534 2248.660385073818 50 GTEX 1 100 100 0.5 0.0015 125 8575 -0 5011.625354128981 4815.892823193916 150 GTEX 1 100 100 1.0 0.0005 25 9433 -1 4087.197806592349 3812.2850675981763 150 GTEX 1 100 100 1.0 0.0005 25 9433 -2 3499.951848412991 3524.94710038914 150 GTEX 1 100 100 1.0 0.0005 25 9433 -3 3151.655728477252 3262.3642610615198 150 GTEX 1 100 100 1.0 0.0005 25 9433 -4 2954.928147817749 2947.0176746673005 150 GTEX 1 100 100 1.0 0.0005 25 9433 -5 2802.012067463376 2949.704268190797 150 GTEX 1 100 100 1.0 0.0005 25 9433 -6 2722.5179984275146 2790.136579970443 150 GTEX 1 100 100 1.0 0.0005 25 9433 -7 2678.6252047356525 2668.900276909309 150 GTEX 1 100 100 1.0 0.0005 25 9433 -8 2632.677947646677 2666.264017663528 150 GTEX 1 100 100 1.0 0.0005 25 9433 -9 2600.906634017962 2619.166159510159 150 GTEX 1 100 100 1.0 0.0005 25 9433 -10 2583.3264382711827 2774.0534681893123 150 GTEX 1 100 100 1.0 0.0005 25 9433 -11 2567.342100123084 2579.699725597077 150 GTEX 1 100 100 1.0 0.0005 25 9433 -12 2550.2492151499123 2565.889440500237 150 GTEX 1 100 100 1.0 0.0005 25 9433 -13 2544.168262456304 2523.491540945075 150 GTEX 1 100 100 1.0 0.0005 25 9433 -14 2529.186427529717 2525.168089892021 150 GTEX 1 100 100 1.0 0.0005 25 9433 -15 2521.4721807341048 2508.092674110326 150 GTEX 1 100 100 1.0 0.0005 25 9433 -16 2507.33781594123 2494.889408474186 150 GTEX 1 100 100 1.0 0.0005 25 9433 -17 2498.5414487444464 2494.5185862494063 150 GTEX 1 100 100 1.0 0.0005 25 9433 -18 2490.7300940932982 2484.071207372861 150 GTEX 1 100 100 1.0 0.0005 25 9433 -19 2488.628868160246 2472.114640732682 150 GTEX 1 100 100 1.0 0.0005 25 9433 -20 2481.7991422042937 2492.426526667954 150 GTEX 1 100 100 1.0 0.0005 25 9433 -21 2475.7266260173083 2487.46528051108 150 GTEX 1 100 100 1.0 0.0005 25 9433 -22 2469.19943986141 2448.5896720161004 150 GTEX 1 100 100 1.0 0.0005 25 9433 -23 2463.2899103000477 2455.870112081898 150 GTEX 1 100 100 1.0 0.0005 25 9433 -24 2459.3789400588475 2456.847594518625 150 GTEX 1 100 100 1.0 0.0005 25 9433 -25 2451.3530998870665 2463.5826972990435 150 GTEX 1 100 100 1.0 0.0005 25 9433 -26 2448.942806158069 2458.799870596186 150 GTEX 1 100 100 1.0 0.0005 25 9433 -27 2442.220662353232 2433.6674999628685 150 GTEX 1 100 100 1.0 0.0005 25 9433 -28 2437.625646442701 2433.3065542939044 150 GTEX 1 100 100 1.0 0.0005 25 9433 -29 2435.0995523822057 2424.1797385560244 150 GTEX 1 100 100 1.0 0.0005 25 9433 -30 2433.098333922689 2429.149319840928 150 GTEX 1 100 100 1.0 0.0005 25 9433 -31 2427.706782390062 2416.540712073729 150 GTEX 1 100 100 1.0 0.0005 25 9433 -32 2424.636161149008 2436.793308040488 150 GTEX 1 100 100 1.0 0.0005 25 9433 -33 2420.160045152735 2418.8044025145555 150 GTEX 1 100 100 1.0 0.0005 25 9433 -34 2418.3305578702248 2432.044371862375 150 GTEX 1 100 100 1.0 0.0005 25 9433 -35 2416.419110952643 2414.003035048568 150 GTEX 1 100 100 1.0 0.0005 25 9433 -36 2414.189284054974 2409.8561821419025 150 GTEX 1 100 100 1.0 0.0005 25 9433 -37 2409.384467921464 2405.7058852743285 150 GTEX 1 100 100 1.0 0.0005 25 9433 -38 2406.597440296309 2398.404690006387 150 GTEX 1 100 100 1.0 0.0005 25 9433 -39 2404.465805561424 2411.796134687649 150 GTEX 1 100 100 1.0 0.0005 25 9433 -40 2401.9435905439623 2392.7818027974986 150 GTEX 1 100 100 1.0 0.0005 25 9433 -41 2398.575865325976 2397.30974529542 150 GTEX 1 100 100 1.0 0.0005 25 9433 -42 2394.61900244971 2392.957834222017 150 GTEX 1 100 100 1.0 0.0005 25 9433 -43 2393.160256748153 2391.3701923790995 150 GTEX 1 100 100 1.0 0.0005 25 9433 -44 2390.724533504955 2392.154266241385 150 GTEX 1 100 100 1.0 0.0005 25 9433 -45 2389.8645769979353 2384.9960306261883 150 GTEX 1 100 100 1.0 0.0005 25 9433 -46 2386.746062210549 2382.257887227453 150 GTEX 1 100 100 1.0 0.0005 25 9433 -47 2386.280158110905 2379.9515236974216 150 GTEX 1 100 100 1.0 0.0005 25 9433 -48 2383.91738634038 2376.755529367425 150 GTEX 1 100 100 1.0 0.0005 25 9433 -49 2381.522751471807 2376.445520901408 150 GTEX 1 100 100 1.0 0.0005 25 9433 -50 2377.6505306054914 2384.0159772865672 150 GTEX 1 100 100 1.0 0.0005 25 9433 -51 2376.349023071302 2376.1222805704906 150 GTEX 1 100 100 1.0 0.0005 25 9433 -52 2373.17245960165 2372.5192309477484 150 GTEX 1 100 100 1.0 0.0005 25 9433 -53 2373.680627339541 2368.0138723859313 150 GTEX 1 100 100 1.0 0.0005 25 9433 -54 2371.491348339132 2365.500899514318 150 GTEX 1 100 100 1.0 0.0005 25 9433 -55 2368.9223582008967 2386.283389711561 150 GTEX 1 100 100 1.0 0.0005 25 9433 -56 2366.4453570626915 2365.3031061556862 150 GTEX 1 100 100 1.0 0.0005 25 9433 -57 2366.769602761773 2362.3674441725584 150 GTEX 1 100 100 1.0 0.0005 25 9433 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1.0 0.0005 25 9433 -71 2346.590559950849 2345.2644033685838 150 GTEX 1 100 100 1.0 0.0005 25 9433 -72 2345.4490870476475 2345.247679271625 150 GTEX 1 100 100 1.0 0.0005 25 9433 -73 2344.1331973174083 2342.803499287072 150 GTEX 1 100 100 1.0 0.0005 25 9433 -74 2343.419709815387 2337.084838403042 150 GTEX 1 100 100 1.0 0.0005 25 9433 -75 2341.071878460829 2339.085366136674 150 GTEX 1 100 100 1.0 0.0005 25 9433 -76 2339.566734796695 2337.8800331956986 150 GTEX 1 100 100 1.0 0.0005 25 9433 -77 2338.6115529241793 2337.0137015803234 150 GTEX 1 100 100 1.0 0.0005 25 9433 -78 2338.886468626421 2334.7977550201995 150 GTEX 1 100 100 1.0 0.0005 25 9433 -79 2337.894898118547 2334.397454903606 150 GTEX 1 100 100 1.0 0.0005 25 9433 -80 2336.469205916564 2335.2062598398884 150 GTEX 1 100 100 1.0 0.0005 25 9433 -81 2334.724802351053 2331.881409387625 150 GTEX 1 100 100 1.0 0.0005 25 9433 -82 2334.2581113898113 2331.856989291231 150 GTEX 1 100 100 1.0 0.0005 25 9433 -83 2333.4764131066713 2330.882781866385 150 GTEX 1 100 100 1.0 0.0005 25 9433 -84 2331.962665774244 2327.5639017199383 150 GTEX 1 100 100 1.0 0.0005 25 9433 -85 2331.716804895253 2327.2605931967387 150 GTEX 1 100 100 1.0 0.0005 25 9433 -86 2330.173892648064 2328.40625324902 150 GTEX 1 100 100 1.0 0.0005 25 9433 -87 2329.319236058273 2326.5566341269605 150 GTEX 1 100 100 1.0 0.0005 25 9433 -88 2328.6028921599373 2325.658989851919 150 GTEX 1 100 100 1.0 0.0005 25 9433 -89 2327.826549935797 2326.5478367098385 150 GTEX 1 100 100 1.0 0.0005 25 9433 -90 2326.793945647752 2323.97381522175 150 GTEX 1 100 100 1.0 0.0005 25 9433 -91 2325.6869996238997 2324.201507452323 150 GTEX 1 100 100 1.0 0.0005 25 9433 -92 2325.321586224476 2321.1032580241504 150 GTEX 1 100 100 1.0 0.0005 25 9433 -93 2323.935302785952 2320.8434172075517 150 GTEX 1 100 100 1.0 0.0005 25 9433 -94 2324.864547702092 2324.3132096787367 150 GTEX 1 100 100 1.0 0.0005 25 9433 -95 2322.355016727514 2320.041182717443 150 GTEX 1 100 100 1.0 0.0005 25 9433 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0.0015 25 7672 -9 2449.5626196332905 2419.206740230662 150 GTEX 1 100 100 0.0 0.0015 25 7672 -10 2442.81742887093 2406.4877265959185 150 GTEX 1 100 100 0.0 0.0015 25 7672 -11 2430.393651884713 2410.497589227365 150 GTEX 1 100 100 0.0 0.0015 25 7672 -12 2422.704575866332 2400.818934915637 150 GTEX 1 100 100 0.0 0.0015 25 7672 -13 2414.2956770939927 2392.548951587749 150 GTEX 1 100 100 0.0 0.0015 25 7672 -14 2409.147512463112 2388.1157221921044 150 GTEX 1 100 100 0.0 0.0015 25 7672 -15 2403.958055186148 2380.747753534933 150 GTEX 1 100 100 0.0 0.0015 25 7672 -16 2399.143862500165 2381.888817616742 150 GTEX 1 100 100 0.0 0.0015 25 7672 -17 2392.483763191382 2378.308040952501 150 GTEX 1 100 100 0.0 0.0015 25 7672 -18 2388.8063496007103 2373.457181169053 150 GTEX 1 100 100 0.0 0.0015 25 7672 -19 2384.0266859087405 2365.8919394605514 150 GTEX 1 100 100 0.0 0.0015 25 7672 -20 2379.527212950248 2361.5387765862642 150 GTEX 1 100 100 0.0 0.0015 25 7672 -21 2376.2488900331 2359.2528452129873 150 GTEX 1 100 100 0.0 0.0015 25 7672 -22 2373.4741028096364 2357.9687875957998 150 GTEX 1 100 100 0.0 0.0015 25 7672 -23 2369.173854867773 2348.7734927333354 150 GTEX 1 100 100 0.0 0.0015 25 7672 -24 2367.0546720784205 2348.718274714829 150 GTEX 1 100 100 0.0 0.0015 25 7672 -25 2363.6443588532447 2345.635417285528 150 GTEX 1 100 100 0.0 0.0015 25 7672 -26 2360.046080608133 2341.099013411953 150 GTEX 1 100 100 0.0 0.0015 25 7672 -27 2358.129837295631 2339.292127718037 150 GTEX 1 100 100 0.0 0.0015 25 7672 -28 2356.1098052569128 2335.829667820223 150 GTEX 1 100 100 0.0 0.0015 25 7672 -29 2352.8136839028007 2336.304521335848 150 GTEX 1 100 100 0.0 0.0015 25 7672 -30 2349.815483353565 2344.093811267229 150 GTEX 1 100 100 0.0 0.0015 25 7672 -31 2347.7718453379584 2328.800325923093 150 GTEX 1 100 100 0.0 0.0015 25 7672 -32 2346.2809098484367 2327.272186627406 150 GTEX 1 100 100 0.0 0.0015 25 7672 -33 2344.7041728679637 2330.0477410958288 150 GTEX 1 100 100 0.0 0.0015 25 7672 -34 2342.7647634288433 2327.7761091225047 150 GTEX 1 100 100 0.0 0.0015 25 7672 -35 2339.7951838355443 2327.907518510129 150 GTEX 1 100 100 0.0 0.0015 25 7672 -36 2338.6295696100187 2322.372034573283 150 GTEX 1 100 100 0.0 0.0015 25 7672 -37 2336.1122563596737 2320.137579276081 150 GTEX 1 100 100 0.0 0.0015 25 7672 -38 2334.727608201722 2317.4275663542653 150 GTEX 1 100 100 0.0 0.0015 25 7672 -39 2333.845198158529 2316.055265361365 150 GTEX 1 100 100 0.0 0.0015 25 7672 -40 2331.9852435082885 2314.3693040042776 150 GTEX 1 100 100 0.0 0.0015 25 7672 -41 2330.499494414603 2316.746965415577 150 GTEX 1 100 100 0.0 0.0015 25 7672 -42 2329.375858270217 2314.1012751938274 150 GTEX 1 100 100 0.0 0.0015 25 7672 -43 2327.878180378428 2310.307208739306 150 GTEX 1 100 100 0.0 0.0015 25 7672 -44 2327.002794013704 2311.831356382189 150 GTEX 1 100 100 0.0 0.0015 25 7672 -45 2326.174687633069 2307.9095407928353 150 GTEX 1 100 100 0.0 0.0015 25 7672 -46 2323.834081830099 2307.0398459778994 150 GTEX 1 100 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2375.621354653212 2354.621238099305 50 GTEX 1 50 100 0.5 0.0025 5 1458 -38 2375.4793968728545 2353.627968675737 50 GTEX 1 50 100 0.5 0.0025 5 1458 -39 2374.2470457359696 2351.839872991177 50 GTEX 1 50 100 0.5 0.0025 5 1458 -40 2373.075525200202 2353.333828422053 50 GTEX 1 50 100 0.5 0.0025 5 1458 -41 2372.602362333261 2352.429826279557 50 GTEX 1 50 100 0.5 0.0025 5 1458 -42 2372.122723872853 2352.3602424882665 50 GTEX 1 50 100 0.5 0.0025 5 1458 -43 2371.692893632982 2351.081875297053 50 GTEX 1 50 100 0.5 0.0025 5 1458 -44 2371.3529200116195 2349.3288694896623 50 GTEX 1 50 100 0.5 0.0025 5 1458 -45 2369.5092925074437 2350.172026775636 50 GTEX 1 50 100 0.5 0.0025 5 1458 -46 2369.089093533995 2352.164017477869 50 GTEX 1 50 100 0.5 0.0025 5 1458 -47 2369.37884623994 2349.118861673449 50 GTEX 1 50 100 0.5 0.0025 5 1458 -48 2368.266769033633 2348.8094737701995 50 GTEX 1 50 100 0.5 0.0025 5 1458 -49 2367.653001488105 2353.3702104807808 50 GTEX 1 50 100 0.5 0.0025 5 1458 -0 2813.738204657874 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2386.886722102517 2391.18927071575 150 GTEX 1 100 100 1.0 0.001 25 5491 -26 2382.906254925621 2386.6601033373927 150 GTEX 1 100 100 1.0 0.001 25 5491 -27 2381.199064766301 2386.877023210997 150 GTEX 1 100 100 1.0 0.001 25 5491 -28 2375.5303624081507 2382.552666609732 150 GTEX 1 100 100 1.0 0.001 25 5491 -29 2372.367890677609 2387.772238379649 150 GTEX 1 100 100 1.0 0.001 25 5491 -30 2371.792951832682 2373.209879247861 150 GTEX 1 100 100 1.0 0.001 25 5491 -31 2369.0742575360464 2377.5833002242757 150 GTEX 1 100 100 1.0 0.001 25 5491 -32 2366.161528847947 2375.174204779215 150 GTEX 1 100 100 1.0 0.001 25 5491 -33 2365.5135174271068 2382.1559824200185 150 GTEX 1 100 100 1.0 0.001 25 5491 -34 2361.6871391659847 2369.5296642463018 150 GTEX 1 100 100 1.0 0.001 25 5491 -35 2359.67943299236 2367.578459649032 150 GTEX 1 100 100 1.0 0.001 25 5491 -36 2357.061089957013 2363.637975192342 150 GTEX 1 100 100 1.0 0.001 25 5491 -37 2356.255217367938 2363.556988502183 150 GTEX 1 100 100 1.0 0.001 25 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0.001 25 5491 -51 2332.4284404151426 2343.4956254270137 150 GTEX 1 100 100 1.0 0.001 25 5491 -52 2331.341984977009 2340.600646044365 150 GTEX 1 100 100 1.0 0.001 25 5491 -53 2329.9764183675447 2343.705459188599 150 GTEX 1 100 100 1.0 0.001 25 5491 -54 2328.7783883428124 2343.827336184425 150 GTEX 1 100 100 1.0 0.001 25 5491 -55 2327.860246216091 2337.486708724453 150 GTEX 1 100 100 1.0 0.001 25 5491 -56 2327.0601443150385 2337.119353667865 150 GTEX 1 100 100 1.0 0.001 25 5491 -57 2325.116799149554 2336.371034107281 150 GTEX 1 100 100 1.0 0.001 25 5491 -58 2324.367124782138 2334.460371242277 150 GTEX 1 100 100 1.0 0.001 25 5491 -59 2323.579952947162 2334.858575509075 150 GTEX 1 100 100 1.0 0.001 25 5491 -60 2323.0469560277647 2330.535030466522 150 GTEX 1 100 100 1.0 0.001 25 5491 -61 2321.916130874229 2330.3155733405865 150 GTEX 1 100 100 1.0 0.001 25 5491 -62 2320.627758348077 2331.025566072065 150 GTEX 1 100 100 1.0 0.001 25 5491 -63 2319.4281274705468 2330.25835230142 150 GTEX 1 100 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2491.408557150827 2474.507411478137 50 GTEX 1 50 100 0.0 0.0015 25 9350 -3 2445.368550891419 2411.3018826676866 50 GTEX 1 50 100 0.0 0.0015 25 9350 -4 2422.3645003284437 2395.714743494534 50 GTEX 1 50 100 0.0 0.0015 25 9350 -5 2405.2693942094083 2387.913188513694 50 GTEX 1 50 100 0.0 0.0015 25 9350 -6 2392.140557511248 2367.76562824902 50 GTEX 1 50 100 0.0 0.0015 25 9350 -7 2379.435008151259 2361.073749034577 50 GTEX 1 50 100 0.0 0.0015 25 9350 -8 2370.710744240272 2361.04739762803 50 GTEX 1 50 100 0.0 0.0015 25 9350 -9 2362.100229874375 2345.4546065529944 50 GTEX 1 50 100 0.0 0.0015 25 9350 -10 2354.549952868765 2339.5554510196357 50 GTEX 1 50 100 0.0 0.0015 25 9350 -11 2349.1836296219353 2331.882553970859 50 GTEX 1 50 100 0.0 0.0015 25 9350 -12 2343.934678701963 2328.049714643239 50 GTEX 1 50 100 0.0 0.0015 25 9350 -13 2339.545938332456 2325.510560706541 50 GTEX 1 50 100 0.0 0.0015 25 9350 -14 2335.074741587967 2322.4678356330205 50 GTEX 1 50 100 0.0 0.0015 25 9350 -15 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8657 -53 2386.8647519735496 2379.8946695654113 100 GTEX 1 100 100 0.0 0.002 5 8657 -54 2385.7711226641723 2379.3247775813925 100 GTEX 1 100 100 0.0 0.002 5 8657 -55 2384.913936729024 2379.129550484197 100 GTEX 1 100 100 0.0 0.002 5 8657 -56 2384.432292973289 2378.752313302044 100 GTEX 1 100 100 0.0 0.002 5 8657 -57 2382.708802668563 2376.981564133793 100 GTEX 1 100 100 0.0 0.002 5 8657 -58 2382.187883399036 2375.4781897947364 100 GTEX 1 100 100 0.0 0.002 5 8657 -59 2381.059304664187 2374.0660024432627 100 GTEX 1 100 100 0.0 0.002 5 8657 -60 2380.6008794117065 2374.7527347463165 100 GTEX 1 100 100 0.0 0.002 5 8657 -61 2379.3577299197627 2373.917857355038 100 GTEX 1 100 100 0.0 0.002 5 8657 -62 2378.321441782557 2372.6395416839946 100 GTEX 1 100 100 0.0 0.002 5 8657 -63 2377.4109523181264 2375.798661032557 100 GTEX 1 100 100 0.0 0.002 5 8657 -64 2377.3342319970848 2370.5560353790397 100 GTEX 1 100 100 0.0 0.002 5 8657 -65 2375.7893328418368 2369.727603114603 100 GTEX 1 100 100 0.0 0.002 5 8657 -66 2375.976720197256 2369.425867581096 100 GTEX 1 100 100 0.0 0.002 5 8657 -67 2374.4657064300663 2368.457122222552 100 GTEX 1 100 100 0.0 0.002 5 8657 -68 2374.054091860831 2367.128070787785 100 GTEX 1 100 100 0.0 0.002 5 8657 -69 2372.729156548941 2368.403805808876 100 GTEX 1 100 100 0.0 0.002 5 8657 -70 2372.3810788617284 2368.3962300231697 100 GTEX 1 100 100 0.0 0.002 5 8657 -71 2372.293040751756 2367.677893112821 100 GTEX 1 100 100 0.0 0.002 5 8657 -72 2371.322605312368 2365.4296160215663 100 GTEX 1 100 100 0.0 0.002 5 8657 -73 2371.299285666245 2365.14737182153 100 GTEX 1 100 100 0.0 0.002 5 8657 -74 2370.586227776421 2363.349507262952 100 GTEX 1 100 100 0.0 0.002 5 8657 -75 2370.2344823321305 2363.036052051153 100 GTEX 1 100 100 0.0 0.002 5 8657 -76 2369.776137565854 2362.846234107652 100 GTEX 1 100 100 0.0 0.002 5 8657 -77 2368.593993882739 2362.254402885872 100 GTEX 1 100 100 0.0 0.002 5 8657 -78 2368.697421878095 2363.790694436193 100 GTEX 1 100 100 0.0 0.002 5 8657 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8657 -92 2363.5925723380387 2358.0527278769605 100 GTEX 1 100 100 0.0 0.002 5 8657 -93 2363.438381402586 2357.3166039760576 100 GTEX 1 100 100 0.0 0.002 5 8657 -94 2363.3839600408824 2357.289142333056 100 GTEX 1 100 100 0.0 0.002 5 8657 -95 2363.144931411622 2359.8457337586146 100 GTEX 1 100 100 0.0 0.002 5 8657 -96 2362.9883102879576 2359.116232288201 100 GTEX 1 100 100 0.0 0.002 5 8657 -97 2362.297250765612 2357.300112880228 100 GTEX 1 100 100 0.0 0.002 5 8657 -98 2361.911903324129 2357.1132979592444 100 GTEX 1 100 100 0.0 0.002 5 8657 -99 2361.5967440300437 2355.578934470057 100 GTEX 1 100 100 0.0 0.002 5 8657 -0 4498.220223225043 3721.272615962155 100 GTEX 1 100 100 0.0 0.0025 5 9309 -1 3232.4780686828667 2942.772750564401 100 GTEX 1 100 100 0.0 0.0025 5 9309 -2 2783.44344782988 2790.690691465661 100 GTEX 1 100 100 0.0 0.0025 5 9309 -3 2646.1134699451472 2622.6454985295863 100 GTEX 1 100 100 0.0 0.0025 5 9309 -4 2579.3724187422017 2569.881462764377 100 GTEX 1 100 100 0.0 0.0025 5 9309 -5 2552.0693306250496 2552.2793924890093 100 GTEX 1 100 100 0.0 0.0025 5 9309 -6 2530.638504635964 2527.9048167181563 100 GTEX 1 100 100 0.0 0.0025 5 9309 -7 2512.1473677890963 2529.9741777195222 100 GTEX 1 100 100 0.0 0.0025 5 9309 -8 2500.231431721911 2505.0595963046576 100 GTEX 1 100 100 0.0 0.0025 5 9309 -9 2487.959400886591 2508.1186885471125 100 GTEX 1 100 100 0.0 0.0025 5 9309 -10 2479.5674338223403 2486.0060431766874 100 GTEX 1 100 100 0.0 0.0025 5 9309 -11 2469.606823605394 2490.3458665042776 100 GTEX 1 100 100 0.0 0.0025 5 9309 -12 2465.1153956568705 2478.7514082179778 100 GTEX 1 100 100 0.0 0.0025 5 9309 -13 2457.96437014246 2461.4834829120127 100 GTEX 1 100 100 0.0 0.0025 5 9309 -14 2450.863841352486 2466.432354481048 100 GTEX 1 100 100 0.0 0.0025 5 9309 -15 2447.107165742679 2457.859705471721 100 GTEX 1 100 100 0.0 0.0025 5 9309 -16 2440.4218846449344 2444.6405832268892 100 GTEX 1 100 100 0.0 0.0025 5 9309 -17 2438.073817866297 2439.485229028042 100 GTEX 1 100 100 0.0 0.0025 5 9309 -18 2433.408615690936 2451.151878676034 100 GTEX 1 100 100 0.0 0.0025 5 9309 -19 2429.829145093648 2440.1894243479683 100 GTEX 1 100 100 0.0 0.0025 5 9309 -20 2425.940950617111 2435.4005066614186 100 GTEX 1 100 100 0.0 0.0025 5 9309 -21 2423.852172426051 2436.254228367098 100 GTEX 1 100 100 0.0 0.0025 5 9309 -22 2420.783015280877 2428.9227550201995 100 GTEX 1 100 100 0.0 0.0025 5 9309 -23 2418.344720553757 2426.879983067966 100 GTEX 1 100 100 0.0 0.0025 5 9309 -24 2416.794133053469 2431.1809889644724 100 GTEX 1 100 100 0.0 0.0025 5 9309 -25 2414.693464257214 2424.7446326194154 100 GTEX 1 100 100 0.0 0.0025 5 9309 -26 2412.5102604307644 2422.423772427519 100 GTEX 1 100 100 0.0 0.0025 5 9309 -27 2409.3216150561248 2420.2635651214946 100 GTEX 1 100 100 0.0 0.0025 5 9309 -28 2408.5909162202834 2418.280249301925 100 GTEX 1 100 100 0.0 0.0025 5 9309 -29 2406.522093707913 2415.051844143596 100 GTEX 1 100 100 0.0 0.0025 5 9309 -30 2404.477394904256 2414.8981488013897 100 GTEX 1 100 100 0.0 0.0025 5 9309 -31 2402.9461549618077 2414.019418926747 100 GTEX 1 100 100 0.0 0.0025 5 9309 -32 2401.574668348358 2410.051807011941 100 GTEX 1 100 100 0.0 0.0025 5 9309 -33 2400.7876336829167 2411.234735177044 100 GTEX 1 100 100 0.0 0.0025 5 9309 -34 2398.7004181001685 2408.239566005228 100 GTEX 1 100 100 0.0 0.0025 5 9309 -35 2397.469770712574 2405.8564193203424 100 GTEX 1 100 100 0.0 0.0025 5 9309 -36 2396.960958259819 2407.949377487821 100 GTEX 1 100 100 0.0 0.0025 5 9309 -37 2395.200577808935 2404.4021840838877 100 GTEX 1 100 100 0.0 0.0025 5 9309 -38 2393.650940128373 2406.053129827115 100 GTEX 1 100 100 0.0 0.0025 5 9309 -39 2393.363126105815 2402.9014980765805 100 GTEX 1 100 100 0.0 0.0025 5 9309 -40 2391.870645183186 2400.553618108365 100 GTEX 1 100 100 0.0 0.0025 5 9309 -41 2390.890238635276 2399.9643359746315 100 GTEX 1 100 100 0.0 0.0025 5 9309 -42 2389.904343423413 2399.430099661359 100 GTEX 1 100 100 0.0 0.0025 5 9309 -43 2388.5589643578933 2400.060444762952 100 GTEX 1 100 100 0.0 0.0025 5 9309 -44 2387.666614822995 2398.5463718660885 100 GTEX 1 100 100 0.0 0.0025 5 9309 -45 2386.8457601951604 2397.0911247920626 100 GTEX 1 100 100 0.0 0.0025 5 9309 -46 2385.768823301501 2397.617086316243 100 GTEX 1 100 100 0.0 0.0025 5 9309 -47 2385.9898701368897 2394.2798213596125 100 GTEX 1 100 100 0.0 0.0025 5 9309 -48 2384.6066509507527 2394.16367725909 100 GTEX 1 100 100 0.0 0.0025 5 9309 -49 2383.641837373409 2393.668231456452 100 GTEX 1 100 100 0.0 0.0025 5 9309 -50 2382.330199821378 2393.024049244 100 GTEX 1 100 100 0.0 0.0025 5 9309 -51 2381.1006950490437 2390.922124710373 100 GTEX 1 100 100 0.0 0.0025 5 9309 -52 2380.779255484306 2390.8938740197245 100 GTEX 1 100 100 0.0 0.0025 5 9309 -53 2379.576621447569 2388.89756397784 100 GTEX 1 100 100 0.0 0.0025 5 9309 -54 2379.0838218037 2390.5436399046453 100 GTEX 1 100 100 0.0 0.0025 5 9309 -55 2377.5528853156447 2389.118151066421 100 GTEX 1 100 100 0.0 0.0025 5 9309 -56 2377.2855090895514 2388.952954194392 100 GTEX 1 100 100 0.0 0.0025 5 9309 -57 2375.8844188457683 2387.0630077753685 100 GTEX 1 100 100 0.0 0.0025 5 9309 -58 2375.355913216428 2386.6650390625 100 GTEX 1 100 100 0.0 0.0025 5 9309 -59 2374.915743349018 2385.611044067847 100 GTEX 1 100 100 0.0 0.0025 5 9309 -60 2374.240253200674 2385.1457528814162 100 GTEX 1 100 100 0.0 0.0025 5 9309 -61 2373.247694344912 2385.4705202516047 100 GTEX 1 100 100 0.0 0.0025 5 9309 -62 2372.3299569959713 2383.133346267526 100 GTEX 1 100 100 0.0 0.0025 5 9309 -63 2372.041846946135 2384.6208106211384 100 GTEX 1 100 100 0.0 0.0025 5 9309 -64 2370.687554955495 2380.809302964591 100 GTEX 1 100 100 0.0 0.0025 5 9309 -65 2370.019160074758 2380.709290711145 100 GTEX 1 100 100 0.0 0.0025 5 9309 -66 2369.666503029438 2380.964312767348 100 GTEX 1 100 100 0.0 0.0025 5 9309 -67 2368.8103632344173 2380.984348079551 100 GTEX 1 100 100 0.0 0.0025 5 9309 -68 2368.531649671639 2379.402359530953 100 GTEX 1 100 100 0.0 0.0025 5 9309 -69 2368.152712372171 2379.55775457462 100 GTEX 1 100 100 0.0 0.0025 5 9309 -70 2367.452839700778 2378.015132077293 100 GTEX 1 100 100 0.0 0.0025 5 9309 -71 2367.193354629899 2377.8178200377256 100 GTEX 1 100 100 0.0 0.0025 5 9309 -72 2366.4552999584907 2378.2951344537187 100 GTEX 1 100 100 0.0 0.0025 5 9309 -73 2365.9337384498044 2376.8173726012947 100 GTEX 1 100 100 0.0 0.0025 5 9309 -74 2365.524256752073 2375.906212868346 100 GTEX 1 100 100 0.0 0.0025 5 9309 -75 2364.633192004958 2376.8863437202945 100 GTEX 1 100 100 0.0 0.0025 5 9309 -76 2364.870096685567 2375.3327441777565 100 GTEX 1 100 100 0.0 0.0025 5 9309 -77 2364.425707778294 2375.382064297172 100 GTEX 1 100 100 0.0 0.0025 5 9309 -78 2364.1746920687074 2374.32729974899 100 GTEX 1 100 100 0.0 0.0025 5 9309 -79 2363.854083386699 2376.228942639021 100 GTEX 1 100 100 0.0 0.0025 5 9309 -80 2363.2748740020847 2376.078713536716 100 GTEX 1 100 100 0.0 0.0025 5 9309 -81 2362.752315867372 2374.79860811995 100 GTEX 1 100 100 0.0 0.0025 5 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4647 -39 2410.0095686517143 2426.406840393299 100 GTEX 1 50 100 0.0 0.0015 5 4647 -40 2408.431814852745 2421.778036255347 100 GTEX 1 50 100 0.0 0.0015 5 4647 -41 2405.974292304229 2420.892986573194 100 GTEX 1 50 100 0.0 0.0015 5 4647 -42 2405.430184704104 2421.0077744400546 100 GTEX 1 50 100 0.0 0.0015 5 4647 -43 2403.835213743093 2416.712600998099 100 GTEX 1 50 100 0.0 0.0015 5 4647 -44 2401.6660853573603 2414.5915991489424 100 GTEX 1 50 100 0.0 0.0015 5 4647 -45 2401.117631528022 2415.7212591715183 100 GTEX 1 50 100 0.0 0.0015 5 4647 -46 2400.7018856259324 2414.6689072525546 100 GTEX 1 50 100 0.0 0.0015 5 4647 -47 2399.062899929525 2413.054689356583 100 GTEX 1 50 100 0.0 0.0015 5 4647 -48 2397.499781106409 2413.752926902626 100 GTEX 1 50 100 0.0 0.0015 5 4647 -49 2396.3913286418037 2409.469859308163 100 GTEX 1 50 100 0.0 0.0015 5 4647 -0 2700.6917665424553 2525.5787107518413 50 GTEX 1 50 100 1.0 0.002 100 9661 -1 2401.610079338096 2397.1782133733363 50 GTEX 1 50 100 1.0 0.002 100 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2288.114196538799 2292.684112200719 50 GTEX 1 50 100 1.0 0.002 100 9661 -16 2286.482403229846 2304.938967628624 50 GTEX 1 50 100 1.0 0.002 100 9661 -17 2286.355524143901 2289.042013538201 50 GTEX 1 50 100 1.0 0.002 100 9661 -18 2285.073604027271 2287.7595312314347 50 GTEX 1 50 100 1.0 0.002 100 9661 -19 2282.925960635464 2287.126183571471 50 GTEX 1 50 100 1.0 0.002 100 9661 -20 2281.8080192832667 2291.586865327204 50 GTEX 1 50 100 1.0 0.002 100 9661 -21 2281.409833944145 2288.37523717844 50 GTEX 1 50 100 1.0 0.002 100 9661 -22 2280.493191862605 2290.2645862419795 50 GTEX 1 50 100 1.0 0.002 100 9661 -23 2279.923727626847 2285.9466715185363 50 GTEX 1 50 100 1.0 0.002 100 9661 -24 2278.648814271367 2282.3839199515805 50 GTEX 1 50 100 1.0 0.002 100 9661 -25 2278.288306120521 2285.966884134387 50 GTEX 1 50 100 1.0 0.002 100 9661 -26 2277.5144079072784 2283.0838033581867 50 GTEX 1 50 100 1.0 0.002 100 9661 -27 2277.000553861646 2282.7034044156962 50 GTEX 1 50 100 1.0 0.002 100 9661 -28 2275.503588044531 2287.621472028725 50 GTEX 1 50 100 1.0 0.002 100 9661 -29 2275.261865203429 2279.8451558972492 50 GTEX 1 50 100 1.0 0.002 100 9661 -30 2274.8836181614843 2280.4175630866807 50 GTEX 1 50 100 1.0 0.002 100 9661 -31 2274.812682196421 2280.0335062121258 50 GTEX 1 50 100 1.0 0.002 100 9661 -32 2274.3386707815635 2278.6178809336384 50 GTEX 1 50 100 1.0 0.002 100 9661 -33 2273.5095550353367 2281.8277003067074 50 GTEX 1 50 100 1.0 0.002 100 9661 -34 2274.530806771425 2280.768033916053 50 GTEX 1 50 100 1.0 0.002 100 9661 -35 2273.105811944617 2278.49330144962 50 GTEX 1 50 100 1.0 0.002 100 9661 -36 2273.2572675612078 2276.775262056648 50 GTEX 1 50 100 1.0 0.002 100 9661 -37 2271.642903757584 2278.8018515699264 50 GTEX 1 50 100 1.0 0.002 100 9661 -38 2272.334819487059 2278.800273938777 50 GTEX 1 50 100 1.0 0.002 100 9661 -39 2271.0879860428 2278.4886530306862 50 GTEX 1 50 100 1.0 0.002 100 9661 -40 2271.272656801876 2276.0675336598442 50 GTEX 1 50 100 1.0 0.002 100 9661 -41 2270.884701462977 2282.705862067045 50 GTEX 1 50 100 1.0 0.002 100 9661 -42 2270.920742854909 2276.463720053321 50 GTEX 1 50 100 1.0 0.002 100 9661 -43 2270.4625984402232 2275.526374149685 50 GTEX 1 50 100 1.0 0.002 100 9661 -44 2270.8443357621372 2275.7794816049786 50 GTEX 1 50 100 1.0 0.002 100 9661 -45 2270.715192463376 2290.7797322436427 50 GTEX 1 50 100 1.0 0.002 100 9661 -46 2271.6059655672752 2282.366692256565 50 GTEX 1 50 100 1.0 0.002 100 9661 -47 2270.539158433572 2277.7755906717857 50 GTEX 1 50 100 1.0 0.002 100 9661 -48 2269.2940500657714 2273.964565262595 50 GTEX 1 50 100 1.0 0.002 100 9661 -49 2269.807273941306 2274.552438714205 50 GTEX 1 50 100 1.0 0.002 100 9661 -0 2967.626945311056 3428.410584656458 150 GTEX 1 50 100 0.0 0.0025 100 5050 -1 2462.1976098769487 2500.2082229440202 150 GTEX 1 50 100 0.0 0.0025 100 5050 -2 2407.66536183255 2458.2759659335643 150 GTEX 1 50 100 0.0 0.0025 100 5050 -3 2381.2546739764607 2383.1443687990136 150 GTEX 1 50 100 0.0 0.0025 100 5050 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0.0025 100 5050 -17 2299.257215442458 2301.5654092650907 150 GTEX 1 50 100 0.0 0.0025 100 5050 -18 2298.7199813022376 2306.557537818589 150 GTEX 1 50 100 0.0 0.0025 100 5050 -19 2296.314911182017 2299.091223190946 150 GTEX 1 50 100 0.0 0.0025 100 5050 -20 2295.109200256483 2298.173653142081 150 GTEX 1 50 100 0.0 0.0025 100 5050 -21 2293.352514228083 2301.863632376203 150 GTEX 1 50 100 0.0 0.0025 100 5050 -22 2292.03149661633 2296.580686155834 150 GTEX 1 50 100 0.0 0.0025 100 5050 -23 2290.030766025445 2293.2151013508496 150 GTEX 1 50 100 0.0 0.0025 100 5050 -24 2288.862613480132 2297.0394927630405 150 GTEX 1 50 100 0.0 0.0025 100 5050 -25 2288.7102055423197 2293.0457123150845 150 GTEX 1 50 100 0.0 0.0025 100 5050 -26 2287.1123822080153 2290.497114870485 150 GTEX 1 50 100 0.0 0.0025 100 5050 -27 2286.8533189869668 2295.6861356437885 150 GTEX 1 50 100 0.0 0.0025 100 5050 -28 2285.594475226857 2291.814441057213 150 GTEX 1 50 100 0.0 0.0025 100 5050 -29 2284.5339144518052 2288.109900644977 150 GTEX 1 50 100 0.0 0.0025 100 5050 -30 2284.0195070345103 2292.367566242871 150 GTEX 1 50 100 0.0 0.0025 100 5050 -31 2283.3110120754573 2286.442622775814 150 GTEX 1 50 100 0.0 0.0025 100 5050 -32 2282.170797371997 2292.034228422796 150 GTEX 1 50 100 0.0 0.0025 100 5050 -33 2281.592148038293 2289.930746216285 150 GTEX 1 50 100 0.0 0.0025 100 5050 -34 2280.9083776622087 2288.373779296875 150 GTEX 1 50 100 0.0 0.0025 100 5050 -35 2281.0475165170787 2283.318048397398 150 GTEX 1 50 100 0.0 0.0025 100 5050 -36 2279.5979938742803 2282.027319614425 150 GTEX 1 50 100 0.0 0.0025 100 5050 -37 2279.382409269535 2281.219833780151 150 GTEX 1 50 100 0.0 0.0025 100 5050 -38 2279.1179139131327 2284.7195239629127 150 GTEX 1 50 100 0.0 0.0025 100 5050 -39 2277.866433570437 2280.8473745135752 150 GTEX 1 50 100 0.0 0.0025 100 5050 -40 2276.9569007855 2280.906177129129 150 GTEX 1 50 100 0.0 0.0025 100 5050 -41 2277.531459171291 2285.0369796462837 150 GTEX 1 50 100 0.0 0.0025 100 5050 -42 2276.4235595883647 2280.8917774737106 150 GTEX 1 50 100 0.0 0.0025 100 5050 -43 2276.179984429878 2283.550978511912 150 GTEX 1 50 100 0.0 0.0025 100 5050 -44 2276.478987917321 2293.1605291910496 150 GTEX 1 50 100 0.0 0.0025 100 5050 -45 2274.9369210847344 2283.4563122883496 150 GTEX 1 50 100 0.0 0.0025 100 5050 -46 2276.025541075661 2280.228227854681 150 GTEX 1 50 100 0.0 0.0025 100 5050 -47 2273.4808256899382 2277.5032156012358 150 GTEX 1 50 100 0.0 0.0025 100 5050 -48 2273.544586236441 2281.351575496079 150 GTEX 1 50 100 0.0 0.0025 100 5050 -49 2273.542844036357 2277.3094883907884 150 GTEX 1 50 100 0.0 0.0025 100 5050 -0 3881.203027493324 3560.1880579031013 100 GTEX 1 100 100 0.0 0.0015 25 3875 -1 2750.5495696244607 2738.8621914359555 100 GTEX 1 100 100 0.0 0.0015 25 3875 -2 2589.235096668031 2791.30374528428 100 GTEX 1 100 100 0.0 0.0015 25 3875 -3 2530.5526163406025 2507.051790302697 100 GTEX 1 100 100 0.0 0.0015 25 3875 -4 2494.508720361684 2467.216588937737 100 GTEX 1 100 100 0.0 0.0015 25 3875 -5 2469.474502249178 2499.1883493865853 100 GTEX 1 100 100 0.0 0.0015 25 3875 -6 2454.600662297529 2443.252379210729 100 GTEX 1 100 100 0.0 0.0015 25 3875 -7 2437.231757457649 2420.4131796949264 100 GTEX 1 100 100 0.0 0.0015 25 3875 -8 2426.9457796346023 2402.785314987821 100 GTEX 1 100 100 0.0 0.0015 25 3875 -9 2415.671221310705 2396.262168043013 100 GTEX 1 100 100 0.0 0.0015 25 3875 -10 2407.4997550341395 2398.753614766516 100 GTEX 1 100 100 0.0 0.0015 25 3875 -11 2399.980767536657 2383.934678922588 100 GTEX 1 100 100 0.0 0.0015 25 3875 -12 2390.995197467395 2372.772444228256 100 GTEX 1 100 100 0.0 0.0015 25 3875 -13 2386.1016114725408 2380.867097455739 100 GTEX 1 100 100 0.0 0.0015 25 3875 -14 2379.8766163259547 2361.942147954789 100 GTEX 1 100 100 0.0 0.0015 25 3875 -15 2374.5313503434218 2353.2204199961384 100 GTEX 1 100 100 0.0 0.0015 25 3875 -16 2369.433724446597 2354.276665169023 100 GTEX 1 100 100 0.0 0.0015 25 3875 -17 2365.4898456119367 2351.536676791231 100 GTEX 1 100 100 0.0 0.0015 25 3875 -18 2360.973961436561 2348.681495811549 100 GTEX 1 100 100 0.0 0.0015 25 3875 -19 2357.816857240942 2339.7725741890445 100 GTEX 1 100 100 0.0 0.0015 25 3875 -20 2354.0765815526142 2340.130521476949 100 GTEX 1 100 100 0.0 0.0015 25 3875 -21 2350.5935917096067 2332.768645660052 100 GTEX 1 100 100 0.0 0.0015 25 3875 -22 2347.868185131782 2329.6323037963402 100 GTEX 1 100 100 0.0 0.0015 25 3875 -23 2344.180896520892 2326.493509386882 100 GTEX 1 100 100 0.0 0.0015 25 3875 -24 2341.267256051242 2326.7166910497863 100 GTEX 1 100 100 0.0 0.0015 25 3875 -25 2338.939107222581 2325.009969849097 100 GTEX 1 100 100 0.0 0.0015 25 3875 -26 2335.700466582727 2327.8494162903994 100 GTEX 1 100 100 0.0 0.0015 25 3875 -27 2334.6488575446288 2319.6872521462096 100 GTEX 1 100 100 0.0 0.0015 25 3875 -28 2331.3991373250915 2319.665480000891 100 GTEX 1 100 100 0.0 0.0015 25 3875 -29 2330.265392722129 2315.0732672513664 100 GTEX 1 100 100 0.0 0.0015 25 3875 -30 2328.3283370080358 2315.19366849602 100 GTEX 1 100 100 0.0 0.0015 25 3875 -31 2327.0367883585745 2317.8902546117515 100 GTEX 1 100 100 0.0 0.0015 25 3875 -32 2325.2945956492786 2311.7236922231464 100 GTEX 1 100 100 0.0 0.0015 25 3875 -33 2323.598384133082 2309.564631356939 100 GTEX 1 100 100 0.0 0.0015 25 3875 -34 2321.9314665519864 2308.3442076476354 100 GTEX 1 100 100 0.0 0.0015 25 3875 -35 2320.074855315669 2306.868768380169 100 GTEX 1 100 100 0.0 0.0015 25 3875 -36 2318.2236378928533 2307.4280908388787 100 GTEX 1 100 100 0.0 0.0015 25 3875 -37 2317.7937373016957 2302.8098283774953 100 GTEX 1 100 100 0.0 0.0015 25 3875 -38 2316.702868094021 2303.265698335017 100 GTEX 1 100 100 0.0 0.0015 25 3875 -39 2315.189829586904 2302.2436662681203 100 GTEX 1 100 100 0.0 0.0015 25 3875 -40 2313.999360546009 2302.3303371182865 100 GTEX 1 100 100 0.0 0.0015 25 3875 -41 2313.1268618075865 2297.578849067253 100 GTEX 1 100 100 0.0 0.0015 25 3875 -42 2311.73947874339 2298.3346991593394 100 GTEX 1 100 100 0.0 0.0015 25 3875 -43 2311.007696270804 2296.697874584125 100 GTEX 1 100 100 0.0 0.0015 25 3875 -44 2309.771999347445 2297.898177578422 100 GTEX 1 100 100 0.0 0.0015 25 3875 -45 2309.018297420481 2294.021348844463 100 GTEX 1 100 100 0.0 0.0015 25 3875 -46 2307.783699091251 2294.281756847077 100 GTEX 1 100 100 0.0 0.0015 25 3875 -47 2306.9119034014952 2296.144049466789 100 GTEX 1 100 100 0.0 0.0015 25 3875 -48 2306.657273600897 2294.7703147278994 100 GTEX 1 100 100 0.0 0.0015 25 3875 -49 2305.486750851643 2291.0412235622625 100 GTEX 1 100 100 0.0 0.0015 25 3875 -50 2304.772692854331 2290.636761451402 100 GTEX 1 100 100 0.0 0.0015 25 3875 -51 2303.658964275369 2290.6289173894957 100 GTEX 1 100 100 0.0 0.0015 25 3875 -52 2303.331339058333 2289.222079781072 100 GTEX 1 100 100 0.0 0.0015 25 3875 -53 2302.5777395894543 2291.5512259015563 100 GTEX 1 100 100 0.0 0.0015 25 3875 -54 2301.685267197692 2289.8845632574853 100 GTEX 1 100 100 0.0 0.0015 25 3875 -55 2301.4410197047555 2288.8547261169197 100 GTEX 1 100 100 0.0 0.0015 25 3875 -56 2300.7389207039914 2289.3659278086384 100 GTEX 1 100 100 0.0 0.0015 25 3875 -57 2300.244969418853 2286.630120455085 100 GTEX 1 100 100 0.0 0.0015 25 3875 -58 2298.8823387893062 2284.984273816243 100 GTEX 1 100 100 0.0 0.0015 25 3875 -59 2298.904542923981 2285.447187648527 100 GTEX 1 100 100 0.0 0.0015 25 3875 -60 2298.159754541062 2284.529897479503 100 GTEX 1 100 100 0.0 0.0015 25 3875 -61 2297.9879345997115 2283.899512461383 100 GTEX 1 100 100 0.0 0.0015 25 3875 -62 2296.828369707974 2284.4998180548955 100 GTEX 1 100 100 0.0 0.0015 25 3875 -63 2296.844183016292 2283.637815062084 100 GTEX 1 100 100 0.0 0.0015 25 3875 -64 2295.9112299323474 2283.145585788973 100 GTEX 1 100 100 0.0 0.0015 25 3875 -65 2295.84212735584 2283.603869304004 100 GTEX 1 100 100 0.0 0.0015 25 3875 -66 2295.492092804281 2280.7868336724687 100 GTEX 1 100 100 0.0 0.0015 25 3875 -67 2295.282480838043 2281.4688762476235 100 GTEX 1 100 100 0.0 0.0015 25 3875 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100 100 0.0 0.0015 25 3875 -81 2290.15602924963 2276.7684237984195 100 GTEX 1 100 100 0.0 0.0015 25 3875 -82 2289.492583741756 2275.173718586621 100 GTEX 1 100 100 0.0 0.0015 25 3875 -83 2289.069472075491 2275.002380139021 100 GTEX 1 100 100 0.0 0.0015 25 3875 -84 2288.9239161930504 2275.3788115642824 100 GTEX 1 100 100 0.0 0.0015 25 3875 -85 2288.54745668754 2274.981313495128 100 GTEX 1 100 100 0.0 0.0015 25 3875 -86 2289.1183111606438 2277.280382047588 100 GTEX 1 100 100 0.0 0.0015 25 3875 -87 2288.444682072017 2275.806039092205 100 GTEX 1 100 100 0.0 0.0015 25 3875 -88 2287.94290155008 2274.171550098028 100 GTEX 1 100 100 0.0 0.0015 25 3875 -89 2287.561349390275 2274.544290636882 100 GTEX 1 100 100 0.0 0.0015 25 3875 -90 2287.751770051767 2274.323222693381 100 GTEX 1 100 100 0.0 0.0015 25 3875 -91 2287.650953022671 2273.667496249703 100 GTEX 1 100 100 0.0 0.0015 25 3875 -92 2287.913764229115 2277.117672068085 100 GTEX 1 100 100 0.0 0.0015 25 3875 -93 2287.441348535125 2273.036725062381 100 GTEX 1 100 100 0.0 0.0015 25 3875 -94 2287.5483068859257 2273.7750100255466 100 GTEX 1 100 100 0.0 0.0015 25 3875 -95 2286.764954548117 2274.60821277923 100 GTEX 1 100 100 0.0 0.0015 25 3875 -96 2286.605742315412 2273.5025472314637 100 GTEX 1 100 100 0.0 0.0015 25 3875 -97 2286.093758510236 2272.593751856583 100 GTEX 1 100 100 0.0 0.0015 25 3875 -98 2285.9323364786483 2272.6196818188573 100 GTEX 1 100 100 0.0 0.0015 25 3875 -99 2285.6214335920995 2271.5539476517943 100 GTEX 1 100 100 0.0 0.0015 25 3875 -0 2841.585958981899 2520.969479172855 50 GTEX 1 50 100 1.0 0.001 125 5251 -1 2440.0701657371083 2384.775476027804 50 GTEX 1 50 100 1.0 0.001 125 5251 -2 2390.7725286067716 2379.3290574686607 50 GTEX 1 50 100 1.0 0.001 125 5251 -3 2364.1135432105443 2347.813534116564 50 GTEX 1 50 100 1.0 0.001 125 5251 -4 2348.212333668723 2343.139083108068 50 GTEX 1 50 100 1.0 0.001 125 5251 -5 2336.8898333417237 2314.1029772160173 50 GTEX 1 50 100 1.0 0.001 125 5251 -6 2328.988257292396 2309.4279831570816 50 GTEX 1 50 100 1.0 0.001 125 5251 -7 2322.8571163833085 2310.071011039241 50 GTEX 1 50 100 1.0 0.001 125 5251 -8 2318.379937639052 2301.7209973933577 50 GTEX 1 50 100 1.0 0.001 125 5251 -9 2313.3650959160354 2303.524303131684 50 GTEX 1 50 100 1.0 0.001 125 5251 -10 2309.8669163329278 2290.658408741534 50 GTEX 1 50 100 1.0 0.001 125 5251 -11 2306.7517040071757 2285.620370146893 50 GTEX 1 50 100 1.0 0.001 125 5251 -12 2303.128098834892 2285.936059291825 50 GTEX 1 50 100 1.0 0.001 125 5251 -13 2302.0473445587304 2285.105764874941 50 GTEX 1 50 100 1.0 0.001 125 5251 -14 2298.4963654070552 2281.7337688257485 50 GTEX 1 50 100 1.0 0.001 125 5251 -15 2295.817682063352 2277.925902856167 50 GTEX 1 50 100 1.0 0.001 125 5251 -16 2294.6578788592115 2280.0697912644073 50 GTEX 1 50 100 1.0 0.001 125 5251 -17 2293.332080712524 2274.741461112019 50 GTEX 1 50 100 1.0 0.001 125 5251 -18 2290.680274577356 2275.269268543548 50 GTEX 1 50 100 1.0 0.001 125 5251 -19 2289.504813647489 2272.9212716106226 50 GTEX 1 50 100 1.0 0.001 125 5251 -20 2288.239237800551 2272.384015565589 50 GTEX 1 50 100 1.0 0.001 125 5251 -21 2286.4754898491965 2272.425532003773 50 GTEX 1 50 100 1.0 0.001 125 5251 -22 2286.383363292803 2267.4887175469344 50 GTEX 1 50 100 1.0 0.001 125 5251 -23 2284.540624798849 2269.9532944131715 50 GTEX 1 50 100 1.0 0.001 125 5251 -24 2284.077507221323 2270.5814037250475 50 GTEX 1 50 100 1.0 0.001 125 5251 -25 2282.2343861277786 2272.8453508384328 50 GTEX 1 50 100 1.0 0.001 125 5251 -26 2281.099098941347 2268.0224665072487 50 GTEX 1 50 100 1.0 0.001 125 5251 -27 2280.9170749431 2266.9618272672587 50 GTEX 1 50 100 1.0 0.001 125 5251 -28 2279.5900968392675 2269.5063555467264 50 GTEX 1 50 100 1.0 0.001 125 5251 -29 2278.64170505213 2263.473754418667 50 GTEX 1 50 100 1.0 0.001 125 5251 -30 2278.055136144181 2260.3460154950394 50 GTEX 1 50 100 1.0 0.001 125 5251 -31 2277.8038206163933 2261.4650888189162 50 GTEX 1 50 100 1.0 0.001 125 5251 -32 2276.6558365056744 2258.9413459110624 50 GTEX 1 50 100 1.0 0.001 125 5251 -33 2275.9044817534345 2261.020929256773 50 GTEX 1 50 100 1.0 0.001 125 5251 -34 2275.510203205873 2257.824103177727 50 GTEX 1 50 100 1.0 0.001 125 5251 -35 2275.4276903796576 2262.057204097849 50 GTEX 1 50 100 1.0 0.001 125 5251 -36 2274.492828733405 2263.433079940738 50 GTEX 1 50 100 1.0 0.001 125 5251 -37 2273.499636741857 2255.687707008971 50 GTEX 1 50 100 1.0 0.001 125 5251 -38 2272.708131030405 2256.450476584779 50 GTEX 1 50 100 1.0 0.001 125 5251 -39 2272.600035608892 2257.5862104176567 50 GTEX 1 50 100 1.0 0.001 125 5251 -40 2272.2582372123643 2255.319245893239 50 GTEX 1 50 100 1.0 0.001 125 5251 -41 2270.9749084969085 2257.382107926865 50 GTEX 1 50 100 1.0 0.001 125 5251 -42 2272.055100865383 2256.212853493346 50 GTEX 1 50 100 1.0 0.001 125 5251 -43 2271.3414875150197 2255.7379851250594 50 GTEX 1 50 100 1.0 0.001 125 5251 -44 2270.783894826684 2260.360103244564 50 GTEX 1 50 100 1.0 0.001 125 5251 -45 2270.818066313411 2254.3115986290995 50 GTEX 1 50 100 1.0 0.001 125 5251 -46 2270.058769267175 2252.865155006089 50 GTEX 1 50 100 1.0 0.001 125 5251 -47 2270.1924633502813 2252.13225552519 50 GTEX 1 50 100 1.0 0.001 125 5251 -48 2269.3689139432536 2253.816212701254 50 GTEX 1 50 100 1.0 0.001 125 5251 -49 2269.6561238937725 2254.823903595087 50 GTEX 1 50 100 1.0 0.001 125 5251 -0 3140.6987454261352 3184.156876596661 100 GTEX 1 50 100 1.0 0.0015 75 3204 -1 2515.3378523031483 2502.2691794275784 100 GTEX 1 50 100 1.0 0.0015 75 3204 -2 2447.681795253413 2409.597659963165 100 GTEX 1 50 100 1.0 0.0015 75 3204 -3 2412.518703281382 2384.059736476652 100 GTEX 1 50 100 1.0 0.0015 75 3204 -4 2391.1453341263154 2363.975343653458 100 GTEX 1 50 100 1.0 0.0015 75 3204 -5 2375.564011546895 2358.785785631535 100 GTEX 1 50 100 1.0 0.0015 75 3204 -6 2364.6665081613683 2331.688279764734 100 GTEX 1 50 100 1.0 0.0015 75 3204 -7 2355.2597820523347 2340.697631371792 100 GTEX 1 50 100 1.0 0.0015 75 3204 -8 2349.4011907677245 2346.8811536433577 100 GTEX 1 50 100 1.0 0.0015 75 3204 -9 2343.0060896155724 2313.4250497564162 100 GTEX 1 50 100 1.0 0.0015 75 3204 -10 2337.692326567575 2316.4862779972673 100 GTEX 1 50 100 1.0 0.0015 75 3204 -11 2333.644703620966 2320.2602204877608 100 GTEX 1 50 100 1.0 0.0015 75 3204 -12 2329.356265540207 2302.8378191465663 100 GTEX 1 50 100 1.0 0.0015 75 3204 -13 2326.681379438114 2299.3534952025907 100 GTEX 1 50 100 1.0 0.0015 75 3204 -14 2322.4432907773385 2296.9631486899953 100 GTEX 1 50 100 1.0 0.0015 75 3204 -15 2319.936508093286 2293.623757017883 100 GTEX 1 50 100 1.0 0.0015 75 3204 -16 2317.0057556016955 2293.813292760813 100 GTEX 1 50 100 1.0 0.0015 75 3204 -17 2314.1430105223653 2293.1532571886883 100 GTEX 1 50 100 1.0 0.0015 75 3204 -18 2312.538941912532 2288.2828726532794 100 GTEX 1 50 100 1.0 0.0015 75 3204 -19 2310.273732469945 2288.182866897873 100 GTEX 1 50 100 1.0 0.0015 75 3204 -20 2308.4726339686545 2281.224847945877 100 GTEX 1 50 100 1.0 0.0015 75 3204 -21 2306.4170471172065 2278.7330234077945 100 GTEX 1 50 100 1.0 0.0015 75 3204 -22 2304.339927227681 2280.498516590423 100 GTEX 1 50 100 1.0 0.0015 75 3204 -23 2303.3174248736973 2276.644192423657 100 GTEX 1 50 100 1.0 0.0015 75 3204 -24 2300.746537236461 2275.9077742543964 100 GTEX 1 50 100 1.0 0.0015 75 3204 -25 2299.822209122189 2274.451293481167 100 GTEX 1 50 100 1.0 0.0015 75 3204 -26 2298.4417410117458 2274.5288819287666 100 GTEX 1 50 100 1.0 0.0015 75 3204 -27 2296.5650765900627 2272.9623113711973 100 GTEX 1 50 100 1.0 0.0015 75 3204 -28 2296.2293681701485 2273.5656840393303 100 GTEX 1 50 100 1.0 0.0015 75 3204 -29 2294.647610923966 2268.2684711412785 100 GTEX 1 50 100 1.0 0.0015 75 3204 -30 2293.4127436196954 2267.0081633941304 100 GTEX 1 50 100 1.0 0.0015 75 3204 -31 2292.3304673780467 2266.3632552578424 100 GTEX 1 50 100 1.0 0.0015 75 3204 -32 2291.5603087431173 2265.8159291082457 100 GTEX 1 50 100 1.0 0.0015 75 3204 -33 2290.2265608753187 2266.143946426449 100 GTEX 1 50 100 1.0 0.0015 75 3204 -34 2289.2874641744847 2267.6211234553234 100 GTEX 1 50 100 1.0 0.0015 75 3204 -35 2288.868627406179 2263.418145125357 100 GTEX 1 50 100 1.0 0.0015 75 3204 -36 2287.7055761801275 2262.9815047231464 100 GTEX 1 50 100 1.0 0.0015 75 3204 -37 2287.006098693158 2269.088118984672 100 GTEX 1 50 100 1.0 0.0015 75 3204 -38 2285.714769556213 2263.956717487524 100 GTEX 1 50 100 1.0 0.0015 75 3204 -39 2285.1957715627727 2258.8034101711028 100 GTEX 1 50 100 1.0 0.0015 75 3204 -40 2284.773962684729 2260.2928378609195 100 GTEX 1 50 100 1.0 0.0015 75 3204 -41 2284.4884156085777 2259.6594572466142 100 GTEX 1 50 100 1.0 0.0015 75 3204 -42 2283.3391022763285 2257.671771031369 100 GTEX 1 50 100 1.0 0.0015 75 3204 -43 2282.371525760537 2258.6801869207457 100 GTEX 1 50 100 1.0 0.0015 75 3204 -44 2281.5938768798856 2257.026384825036 100 GTEX 1 50 100 1.0 0.0015 75 3204 -45 2282.1397518239755 2257.573893848028 100 GTEX 1 50 100 1.0 0.0015 75 3204 -46 2280.910288674433 2257.37856928024 100 GTEX 1 50 100 1.0 0.0015 75 3204 -47 2280.5830094887588 2261.940076008496 100 GTEX 1 50 100 1.0 0.0015 75 3204 -48 2279.819374878278 2254.2483327887358 100 GTEX 1 50 100 1.0 0.0015 75 3204 -49 2279.1792905103753 2253.231559492336 100 GTEX 1 50 100 1.0 0.0015 75 3204 -0 3875.2088750829357 3703.603237137595 100 GTEX 1 50 100 0.0 0.0015 25 1391 -1 2765.4247989624323 2644.3080005718275 100 GTEX 1 50 100 0.0 0.0015 25 1391 -2 2599.152407705715 2548.473497281963 100 GTEX 1 50 100 0.0 0.0015 25 1391 -3 2539.244952939941 2574.172601852127 100 GTEX 1 50 100 0.0 0.0015 25 1391 -4 2504.895522073593 2461.5495744712453 100 GTEX 1 50 100 0.0 0.0015 25 1391 -5 2480.5126658361364 2460.3668384624525 100 GTEX 1 50 100 0.0 0.0015 25 1391 -6 2460.286952760865 2413.620235080501 100 GTEX 1 50 100 0.0 0.0015 25 1391 -7 2443.768386958481 2415.4908535453305 100 GTEX 1 50 100 0.0 0.0015 25 1391 -8 2428.233445501685 2396.0606146402683 100 GTEX 1 50 100 0.0 0.0015 25 1391 -9 2421.6669196441835 2376.2544465155656 100 GTEX 1 50 100 0.0 0.0015 25 1391 -10 2410.033189508622 2384.6871091893413 100 GTEX 1 50 100 0.0 0.0015 25 1391 -11 2400.4014016668507 2383.0475656487642 100 GTEX 1 50 100 0.0 0.0015 25 1391 -12 2394.617131512961 2355.025939245188 100 GTEX 1 50 100 0.0 0.0015 25 1391 -13 2386.497413532905 2352.910098695936 100 GTEX 1 50 100 0.0 0.0015 25 1391 -14 2382.229206681969 2341.5373219537187 100 GTEX 1 50 100 0.0 0.0015 25 1391 -15 2377.1350634574787 2358.659692104325 100 GTEX 1 50 100 0.0 0.0015 25 1391 -16 2371.626086963473 2336.5161977557627 100 GTEX 1 50 100 0.0 0.0015 25 1391 -17 2366.625667718291 2331.748579714235 100 GTEX 1 50 100 0.0 0.0015 25 1391 -18 2362.260981608812 2337.173602550202 100 GTEX 1 50 100 0.0 0.0015 25 1391 -19 2358.938215504557 2325.1259013709005 100 GTEX 1 50 100 0.0 0.0015 25 1391 -20 2355.622452731569 2321.2423267437025 100 GTEX 1 50 100 0.0 0.0015 25 1391 -21 2351.9892335454324 2318.5527807895674 100 GTEX 1 50 100 0.0 0.0015 25 1391 -22 2348.9032801596577 2309.9312256787666 100 GTEX 1 50 100 0.0 0.0015 25 1391 -23 2346.342354063375 2310.75919472582 100 GTEX 1 50 100 0.0 0.0015 25 1391 -24 2343.951845369937 2310.314700050499 100 GTEX 1 50 100 0.0 0.0015 25 1391 -25 2340.887267273407 2305.790111469225 100 GTEX 1 50 100 0.0 0.0015 25 1391 -26 2338.2109570477546 2304.44768521269 100 GTEX 1 50 100 0.0 0.0015 25 1391 -27 2336.9677349093395 2303.91091280745 100 GTEX 1 50 100 0.0 0.0015 25 1391 -28 2334.352277617728 2301.624220235266 100 GTEX 1 50 100 0.0 0.0015 25 1391 -29 2332.556076499493 2296.4280732013426 100 GTEX 1 50 100 0.0 0.0015 25 1391 -30 2330.2686443544435 2296.630442572184 100 GTEX 1 50 100 0.0 0.0015 25 1391 -31 2328.1463115398387 2293.334793845057 100 GTEX 1 50 100 0.0 0.0015 25 1391 -32 2327.332571005285 2295.757484813153 100 GTEX 1 50 100 0.0 0.0015 25 1391 -33 2325.343951589444 2293.0499838477303 100 GTEX 1 50 100 0.0 0.0015 25 1391 -34 2323.844582455833 2289.537299674727 100 GTEX 1 50 100 0.0 0.0015 25 1391 -35 2321.6835967156885 2286.9960686861336 100 GTEX 1 50 100 0.0 0.0015 25 1391 -36 2320.935990284096 2286.6515909057152 100 GTEX 1 50 100 0.0 0.0015 25 1391 -37 2319.089861131513 2285.1446584259147 100 GTEX 1 50 100 0.0 0.0015 25 1391 -38 2318.438978769591 2285.817017994 100 GTEX 1 50 100 0.0 0.0015 25 1391 -39 2316.8728989774104 2284.1703386778163 100 GTEX 1 50 100 0.0 0.0015 25 1391 -40 2315.702807774498 2281.927821634387 100 GTEX 1 50 100 0.0 0.0015 25 1391 -41 2315.5184548598504 2280.479360370128 100 GTEX 1 50 100 0.0 0.0015 25 1391 -42 2314.4025929451896 2279.1836002480395 100 GTEX 1 50 100 0.0 0.0015 25 1391 -43 2313.296265744453 2280.7743750742634 100 GTEX 1 50 100 0.0 0.0015 25 1391 -44 2311.906298276249 2279.208646476949 100 GTEX 1 50 100 0.0 0.0015 25 1391 -45 2310.925680081343 2276.179565893833 100 GTEX 1 50 100 0.0 0.0015 25 1391 -46 2310.5121938274897 2276.400267162251 100 GTEX 1 50 100 0.0 0.0015 25 1391 -47 2309.212539745382 2274.437579833056 100 GTEX 1 50 100 0.0 0.0015 25 1391 -48 2308.2394732762077 2273.288289233305 100 GTEX 1 50 100 0.0 0.0015 25 1391 -49 2307.172314153977 2272.1765582298603 100 GTEX 1 50 100 0.0 0.0015 25 1391 -0 4233.676699504487 5052.822406725285 150 GTEX 1 100 100 0.5 0.0015 25 8092 -1 2983.0370092894645 3151.9651412673766 150 GTEX 1 100 100 0.5 0.0015 25 8092 -2 2685.1352282208104 2754.98306146774 150 GTEX 1 100 100 0.5 0.0015 25 8092 -3 2591.8059020912287 2734.0617388010933 150 GTEX 1 100 100 0.5 0.0015 25 8092 -4 2542.9816043765513 2617.4604482904588 150 GTEX 1 100 100 0.5 0.0015 25 8092 -5 2513.376939947028 2505.843340159369 150 GTEX 1 100 100 0.5 0.0015 25 8092 -6 2486.835593376994 2481.911388556767 150 GTEX 1 100 100 0.5 0.0015 25 8092 -7 2472.93181567798 2461.8032676783805 150 GTEX 1 100 100 0.5 0.0015 25 8092 -8 2459.241322086343 2475.6644003980514 150 GTEX 1 100 100 0.5 0.0015 25 8092 -9 2446.5218217671827 2447.996161051123 150 GTEX 1 100 100 0.5 0.0015 25 8092 -10 2435.127255599426 2430.434218954224 150 GTEX 1 100 100 0.5 0.0015 25 8092 -11 2427.712403865277 2423.282276226087 150 GTEX 1 100 100 0.5 0.0015 25 8092 -12 2418.630115812452 2412.604518643804 150 GTEX 1 100 100 0.5 0.0015 25 8092 -13 2413.709528153305 2413.982475715898 150 GTEX 1 100 100 0.5 0.0015 25 8092 -14 2407.3566364317744 2418.5761839427873 150 GTEX 1 100 100 0.5 0.0015 25 8092 -15 2401.237216438929 2401.6255258770498 150 GTEX 1 100 100 0.5 0.0015 25 8092 -16 2394.968654298525 2393.6164838551567 150 GTEX 1 100 100 0.5 0.0015 25 8092 -17 2391.1443540565665 2396.804555218482 150 GTEX 1 100 100 0.5 0.0015 25 8092 -18 2385.858265755181 2382.5814533886346 150 GTEX 1 100 100 0.5 0.0015 25 8092 -19 2382.132430158297 2373.834755320966 150 GTEX 1 100 100 0.5 0.0015 25 8092 -20 2376.8696760220128 2380.645620135753 150 GTEX 1 100 100 0.5 0.0015 25 8092 -21 2375.201793715381 2375.817724423717 150 GTEX 1 100 100 0.5 0.0015 25 8092 -22 2370.9058263965453 2375.563174403665 150 GTEX 1 100 100 0.5 0.0015 25 8092 -23 2366.667037807524 2364.9349249197962 150 GTEX 1 100 100 0.5 0.0015 25 8092 -24 2363.1698177148664 2360.546536173657 150 GTEX 1 100 100 0.5 0.0015 25 8092 -25 2360.889820086385 2361.717856519576 150 GTEX 1 100 100 0.5 0.0015 25 8092 -26 2357.609855983077 2356.751708520229 150 GTEX 1 100 100 0.5 0.0015 25 8092 -27 2354.7919050736277 2355.4285930444985 150 GTEX 1 100 100 0.5 0.0015 25 8092 -28 2352.8759188992026 2354.062060454046 150 GTEX 1 100 100 0.5 0.0015 25 8092 -29 2350.3353919422816 2350.8036775190108 150 GTEX 1 100 100 0.5 0.0015 25 8092 -30 2348.100534876083 2348.670768012565 150 GTEX 1 100 100 0.5 0.0015 25 8092 -31 2345.948221015064 2349.2308293911888 150 GTEX 1 100 100 0.5 0.0015 25 8092 -32 2343.528717456857 2349.7211482407024 150 GTEX 1 100 100 0.5 0.0015 25 8092 -33 2342.5643472628194 2344.4168988942192 150 GTEX 1 100 100 0.5 0.0015 25 8092 -34 2339.759984595957 2341.367025977305 150 GTEX 1 100 100 0.5 0.0015 25 8092 -35 2339.0396146338103 2336.709623039449 150 GTEX 1 100 100 0.5 0.0015 25 8092 -36 2336.249050051329 2336.909335640447 150 GTEX 1 100 100 0.5 0.0015 25 8092 -37 2335.525802726741 2335.576262383406 150 GTEX 1 100 100 0.5 0.0015 25 8092 -38 2334.578438279847 2339.143870306559 150 GTEX 1 100 100 0.5 0.0015 25 8092 -39 2332.2378098087024 2333.451367744475 150 GTEX 1 100 100 0.5 0.0015 25 8092 -40 2330.3520937450485 2332.5456324820284 150 GTEX 1 100 100 0.5 0.0015 25 8092 -41 2329.3161916631047 2337.2536607169377 150 GTEX 1 100 100 0.5 0.0015 25 8092 -42 2328.5024670659022 2328.4157951558045 150 GTEX 1 100 100 0.5 0.0015 25 8092 -43 2327.4104412655474 2329.027182691451 150 GTEX 1 100 100 0.5 0.0015 25 8092 -44 2325.4860281778565 2326.1349656717857 150 GTEX 1 100 100 0.5 0.0015 25 8092 -45 2324.762936074819 2330.395735708026 150 GTEX 1 100 100 0.5 0.0015 25 8092 -46 2322.990101357429 2323.722039400398 150 GTEX 1 100 100 0.5 0.0015 25 8092 -47 2321.694180174389 2321.8152834816124 150 GTEX 1 100 100 0.5 0.0015 25 8092 -48 2321.2120680977755 2321.625779300588 150 GTEX 1 100 100 0.5 0.0015 25 8092 -49 2319.919764667728 2320.676591648348 150 GTEX 1 100 100 0.5 0.0015 25 8092 -50 2318.4636867962813 2319.7214165169025 150 GTEX 1 100 100 0.5 0.0015 25 8092 -51 2317.9440634552093 2317.63399514318 150 GTEX 1 100 100 0.5 0.0015 25 8092 -52 2316.6181915789302 2316.6214502138787 150 GTEX 1 100 100 0.5 0.0015 25 8092 -53 2316.0874082751266 2316.887371338819 150 GTEX 1 100 100 0.5 0.0015 25 8092 -54 2314.630939345432 2316.507485277299 150 GTEX 1 100 100 0.5 0.0015 25 8092 -55 2314.169458092915 2313.509080545984 150 GTEX 1 100 100 0.5 0.0015 25 8092 -56 2313.3854541031096 2313.395161559826 150 GTEX 1 100 100 0.5 0.0015 25 8092 -57 2312.990819930829 2313.4421057175323 150 GTEX 1 100 100 0.5 0.0015 25 8092 -58 2311.74383234814 2313.933870380822 150 GTEX 1 100 100 0.5 0.0015 25 8092 -59 2310.8952945923998 2312.588118056381 150 GTEX 1 100 100 0.5 0.0015 25 8092 -60 2310.108638194064 2312.2467616556264 150 GTEX 1 100 100 0.5 0.0015 25 8092 -61 2309.147888796073 2311.7429951134745 150 GTEX 1 100 100 0.5 0.0015 25 8092 -62 2308.62636777548 2309.1141946886883 150 GTEX 1 100 100 0.5 0.0015 25 8092 -63 2308.4851404828532 2309.812376537251 150 GTEX 1 100 100 0.5 0.0015 25 8092 -64 2307.2604810264024 2314.141815533656 150 GTEX 1 100 100 0.5 0.0015 25 8092 -65 2307.404965238006 2311.3028917203837 150 GTEX 1 100 100 0.5 0.0015 25 8092 -66 2306.110664197632 2306.1304458212035 150 GTEX 1 100 100 0.5 0.0015 25 8092 -67 2305.124384142573 2306.6054079469172 150 GTEX 1 100 100 0.5 0.0015 25 8092 -68 2304.8131873692 2305.1575783849216 150 GTEX 1 100 100 0.5 0.0015 25 8092 -69 2304.6353183519477 2304.604955404884 150 GTEX 1 100 100 0.5 0.0015 25 8092 -70 2303.9011979111647 2305.971257779081 150 GTEX 1 100 100 0.5 0.0015 25 8092 -71 2303.350724783293 2305.508687878743 150 GTEX 1 100 100 0.5 0.0015 25 8092 -72 2302.522553105937 2303.7056754804835 150 GTEX 1 100 100 0.5 0.0015 25 8092 -73 2301.908704584222 2301.335092754872 150 GTEX 1 100 100 0.5 0.0015 25 8092 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1 100 100 0.5 0.0015 25 8092 -87 2295.763336649059 2298.4376308890805 150 GTEX 1 100 100 0.5 0.0015 25 8092 -88 2295.512916862316 2296.231222522576 150 GTEX 1 100 100 0.5 0.0015 25 8092 -89 2294.617509135352 2297.7361252933397 150 GTEX 1 100 100 0.5 0.0015 25 8092 -90 2294.8179117107866 2295.418526653101 150 GTEX 1 100 100 0.5 0.0015 25 8092 -91 2293.993484872617 2298.3674037918845 150 GTEX 1 100 100 0.5 0.0015 25 8092 -92 2293.7205708552983 2294.98198836294 150 GTEX 1 100 100 0.5 0.0015 25 8092 -93 2293.5699050917833 2293.511519631505 150 GTEX 1 100 100 0.5 0.0015 25 8092 -94 2293.051722688434 2294.856398433787 150 GTEX 1 100 100 0.5 0.0015 25 8092 -95 2292.683457508854 2295.343800591879 150 GTEX 1 100 100 0.5 0.0015 25 8092 -96 2292.635587791184 2293.5197020556084 150 GTEX 1 100 100 0.5 0.0015 25 8092 -97 2291.969364103803 2293.609052418756 150 GTEX 1 100 100 0.5 0.0015 25 8092 -98 2292.124155836145 2293.6101696173955 150 GTEX 1 100 100 0.5 0.0015 25 8092 -99 2291.7570771124365 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2491.44137102278 2487.041892860326 100 GTEX 1 50 100 1.0 0.0005 25 3531 -13 2480.0497465084304 2474.398700206452 100 GTEX 1 50 100 1.0 0.0005 25 3531 -14 2473.8950080811137 2483.517701587749 100 GTEX 1 50 100 1.0 0.0005 25 3531 -15 2464.0491252611873 2466.676703971602 100 GTEX 1 50 100 1.0 0.0005 25 3531 -16 2459.573140193608 2473.414779140922 100 GTEX 1 50 100 1.0 0.0005 25 3531 -17 2451.037535840989 2442.8272524061317 100 GTEX 1 50 100 1.0 0.0005 25 3531 -18 2444.2823791278256 2437.289368836145 100 GTEX 1 50 100 1.0 0.0005 25 3531 -19 2440.0402179579805 2448.386706682213 100 GTEX 1 50 100 1.0 0.0005 25 3531 -20 2431.7761030607144 2428.0950626039685 100 GTEX 1 50 100 1.0 0.0005 25 3531 -21 2427.8951355799263 2473.081520689758 100 GTEX 1 50 100 1.0 0.0005 25 3531 -22 2423.1817993538 2420.0990254797407 100 GTEX 1 50 100 1.0 0.0005 25 3531 -23 2420.08240962026 2423.1128867261764 100 GTEX 1 50 100 1.0 0.0005 25 3531 -24 2413.034516306025 2411.592326001069 100 GTEX 1 50 100 1.0 0.0005 25 3531 -25 2410.6024411174176 2409.968544847612 100 GTEX 1 50 100 1.0 0.0005 25 3531 -26 2406.462877137565 2398.910537777745 100 GTEX 1 50 100 1.0 0.0005 25 3531 -27 2402.6082504625438 2402.803381394071 100 GTEX 1 50 100 1.0 0.0005 25 3531 -28 2399.5700256534624 2400.9077510471125 100 GTEX 1 50 100 1.0 0.0005 25 3531 -29 2395.9993937617182 2402.21755343245 100 GTEX 1 50 100 1.0 0.0005 25 3531 -30 2392.3954631208653 2389.535577694273 100 GTEX 1 50 100 1.0 0.0005 25 3531 -31 2388.6251080542115 2404.101673894962 100 GTEX 1 50 100 1.0 0.0005 25 3531 -32 2385.9448510131 2388.0605663691185 100 GTEX 1 50 100 1.0 0.0005 25 3531 -33 2382.2765049243835 2379.608214635813 100 GTEX 1 50 100 1.0 0.0005 25 3531 -34 2380.756406815286 2373.5974232488707 100 GTEX 1 50 100 1.0 0.0005 25 3531 -35 2375.316495375383 2374.0349585239424 100 GTEX 1 50 100 1.0 0.0005 25 3531 -36 2374.3216945623612 2378.0539402254635 100 GTEX 1 50 100 1.0 0.0005 25 3531 -37 2371.0497083671 2376.352073060242 100 GTEX 1 50 100 1.0 0.0005 25 3531 -38 2368.665309920109 2367.1054353315108 100 GTEX 1 50 100 1.0 0.0005 25 3531 -39 2366.5698104218523 2363.069940255169 100 GTEX 1 50 100 1.0 0.0005 25 3531 -40 2363.578414296454 2364.9907514332817 100 GTEX 1 50 100 1.0 0.0005 25 3531 -41 2361.283047542409 2359.290879166172 100 GTEX 1 50 100 1.0 0.0005 25 3531 -42 2359.0444732823967 2368.6340963269367 100 GTEX 1 50 100 1.0 0.0005 25 3531 -43 2355.9209190683755 2356.621657222849 100 GTEX 1 50 100 1.0 0.0005 25 3531 -44 2354.331467279225 2352.1005970769957 100 GTEX 1 50 100 1.0 0.0005 25 3531 -45 2353.0780558865663 2353.343946797766 100 GTEX 1 50 100 1.0 0.0005 25 3531 -46 2350.080666801249 2346.4477102765563 100 GTEX 1 50 100 1.0 0.0005 25 3531 -47 2349.8439688678022 2351.2119474809892 100 GTEX 1 50 100 1.0 0.0005 25 3531 -48 2348.4779728008725 2346.458031019784 100 GTEX 1 50 100 1.0 0.0005 25 3531 -49 2345.685018466697 2343.720847938451 100 GTEX 1 50 100 1.0 0.0005 25 3531 -0 4950.177403765218 4630.036227498218 150 GTEX 1 50 100 0.0 0.002 5 5391 -1 3896.8411000929627 3748.165868954967 150 GTEX 1 50 100 0.0 0.002 5 5391 -2 3231.525846000003 3185.049723926153 150 GTEX 1 50 100 0.0 0.002 5 5391 -3 2904.304888960501 2863.19451834675 150 GTEX 1 50 100 0.0 0.002 5 5391 -4 2764.8922569022657 2686.236602435094 150 GTEX 1 50 100 0.0 0.002 5 5391 -5 2691.892137604227 2712.51620239722 150 GTEX 1 50 100 0.0 0.002 5 5391 -6 2639.583678187017 2660.136400810213 150 GTEX 1 50 100 0.0 0.002 5 5391 -7 2608.0832661626405 2598.2009885374578 150 GTEX 1 50 100 0.0 0.002 5 5391 -8 2592.916477215055 2568.52301791231 150 GTEX 1 50 100 0.0 0.002 5 5391 -9 2570.7091663909005 2556.8207241972136 150 GTEX 1 50 100 0.0 0.002 5 5391 -10 2555.139591702592 2534.368037350731 150 GTEX 1 50 100 0.0 0.002 5 5391 -11 2541.8314663508354 2546.0692644590663 150 GTEX 1 50 100 0.0 0.002 5 5391 -12 2529.600112974675 2536.7171700481226 150 GTEX 1 50 100 0.0 0.002 5 5391 -13 2521.398728498501 2510.538896799994 150 GTEX 1 50 100 0.0 0.002 5 5391 -14 2512.728785476854 2501.9406023496913 150 GTEX 1 50 100 0.0 0.002 5 5391 -15 2500.98414875666 2499.043735054509 150 GTEX 1 50 100 0.0 0.002 5 5391 -16 2498.315477937961 2497.240365728226 150 GTEX 1 50 100 0.0 0.002 5 5391 -17 2489.460660272608 2487.421673560777 150 GTEX 1 50 100 0.0 0.002 5 5391 -18 2484.0997641581453 2487.2694333152626 150 GTEX 1 50 100 0.0 0.002 5 5391 -19 2478.284754437908 2490.1099691064637 150 GTEX 1 50 100 0.0 0.002 5 5391 -20 2473.95197503499 2474.051393922291 150 GTEX 1 50 100 0.0 0.002 5 5391 -21 2470.009142856229 2472.6195137981226 150 GTEX 1 50 100 0.0 0.002 5 5391 -22 2466.370808631298 2462.444224078393 150 GTEX 1 50 100 0.0 0.002 5 5391 -23 2461.455436380156 2456.131248793221 150 GTEX 1 50 100 0.0 0.002 5 5391 -24 2457.852030356683 2458.685134249495 150 GTEX 1 50 100 0.0 0.002 5 5391 -25 2454.403171202846 2459.658538238177 150 GTEX 1 50 100 0.0 0.002 5 5391 -26 2452.094586582009 2451.7105448327593 150 GTEX 1 50 100 0.0 0.002 5 5391 -27 2447.659882968263 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GTEX 1 50 100 1.0 0.002 5 2122 -4 2762.030350210146 2656.629727787845 150 GTEX 1 50 100 1.0 0.002 5 2122 -5 2689.1956819474067 2685.8058715356165 150 GTEX 1 50 100 1.0 0.002 5 2122 -6 2647.789714177785 2583.9337218542064 150 GTEX 1 50 100 1.0 0.002 5 2122 -7 2618.351633263904 2560.9279191049786 150 GTEX 1 50 100 1.0 0.002 5 2122 -8 2593.7314412121136 2585.351742588522 150 GTEX 1 50 100 1.0 0.002 5 2122 -9 2582.1164799125413 2545.9509565114067 150 GTEX 1 50 100 1.0 0.002 5 2122 -10 2570.650754837321 2534.2841082090663 150 GTEX 1 50 100 1.0 0.002 5 2122 -11 2551.719067431811 2531.3271410111693 150 GTEX 1 50 100 1.0 0.002 5 2122 -12 2541.8620068292325 2550.626911816035 150 GTEX 1 50 100 1.0 0.002 5 2122 -13 2528.361735249543 2499.8559175788682 150 GTEX 1 50 100 1.0 0.002 5 2122 -14 2524.652001071155 2490.4605197688925 150 GTEX 1 50 100 1.0 0.002 5 2122 -15 2514.63128086379 2481.832203448045 150 GTEX 1 50 100 1.0 0.002 5 2122 -16 2507.11492114673 2468.58002335581 150 GTEX 1 50 100 1.0 0.002 5 2122 -17 2496.9181722220114 2462.14285289924 150 GTEX 1 50 100 1.0 0.002 5 2122 -18 2489.1424840997847 2452.9207791520616 150 GTEX 1 50 100 1.0 0.002 5 2122 -19 2486.2066027209235 2461.19635775606 150 GTEX 1 50 100 1.0 0.002 5 2122 -20 2480.730151988693 2461.455135214918 150 GTEX 1 50 100 1.0 0.002 5 2122 -21 2477.2133531692325 2445.812067880377 150 GTEX 1 50 100 1.0 0.002 5 2122 -22 2472.275761052373 2439.538141634981 150 GTEX 1 50 100 1.0 0.002 5 2122 -23 2467.3414939105905 2448.217043800499 150 GTEX 1 50 100 1.0 0.002 5 2122 -24 2463.192412366229 2453.6605154987524 150 GTEX 1 50 100 1.0 0.002 5 2122 -25 2460.426544927652 2437.749707124079 150 GTEX 1 50 100 1.0 0.002 5 2122 -26 2456.0814890447987 2433.2838492157794 150 GTEX 1 50 100 1.0 0.002 5 2122 -27 2451.9171139096666 2432.65055910988 150 GTEX 1 50 100 1.0 0.002 5 2122 -28 2448.813286294249 2420.3710050981767 150 GTEX 1 50 100 1.0 0.002 5 2122 -29 2445.9360445175103 2425.1756327233843 150 GTEX 1 50 100 1.0 0.002 5 2122 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5 8003 -40 2401.219533276984 2411.1249266649834 100 GTEX 1 50 100 0.5 0.002 5 8003 -41 2400.5134034157304 2410.705938651081 100 GTEX 1 50 100 0.5 0.002 5 8003 -42 2398.9713765425704 2411.06747192847 100 GTEX 1 50 100 0.5 0.002 5 8003 -43 2397.760698037426 2408.715541825095 100 GTEX 1 50 100 0.5 0.002 5 8003 -44 2397.2422331458124 2405.864525160409 100 GTEX 1 50 100 0.5 0.002 5 8003 -45 2395.705259109357 2403.478201862524 100 GTEX 1 50 100 0.5 0.002 5 8003 -46 2394.380315699849 2402.8831745336265 100 GTEX 1 50 100 0.5 0.002 5 8003 -47 2393.3258567899506 2401.6349355023167 100 GTEX 1 50 100 0.5 0.002 5 8003 -48 2392.4776895905266 2402.8051924904944 100 GTEX 1 50 100 0.5 0.002 5 8003 -49 2391.339946414395 2402.862694569867 100 GTEX 1 50 100 0.5 0.002 5 8003 -0 5093.136555611351 4973.760786745484 100 GTEX 1 100 100 1.0 0.001 5 2265 -1 4254.943650244559 4171.970758822481 100 GTEX 1 100 100 1.0 0.001 5 2265 -2 3597.069749096574 3286.0758311920745 100 GTEX 1 100 100 1.0 0.001 5 2265 -3 3171.2152758121138 3104.7150275516874 100 GTEX 1 100 100 1.0 0.001 5 2265 -4 2942.6112072538567 3061.5442340111103 100 GTEX 1 100 100 1.0 0.001 5 2265 -5 2804.375336773256 2788.656048560777 100 GTEX 1 100 100 1.0 0.001 5 2265 -6 2723.699132719249 2680.12032326818 100 GTEX 1 100 100 1.0 0.001 5 2265 -7 2684.6573664656257 2650.8997074025665 100 GTEX 1 100 100 1.0 0.001 5 2265 -8 2647.199391894624 2666.8981692238 100 GTEX 1 100 100 1.0 0.001 5 2265 -9 2623.653193871021 2598.1234673909817 100 GTEX 1 100 100 1.0 0.001 5 2265 -10 2608.183765888869 2604.347531858959 100 GTEX 1 100 100 1.0 0.001 5 2265 -11 2586.568269243862 2573.7257771655177 100 GTEX 1 100 100 1.0 0.001 5 2265 -12 2572.098683383934 2552.6458670612524 100 GTEX 1 100 100 1.0 0.001 5 2265 -13 2566.3064321242127 2547.683927006595 100 GTEX 1 100 100 1.0 0.001 5 2265 -14 2550.5220768421727 2549.663232607533 100 GTEX 1 100 100 1.0 0.001 5 2265 -15 2540.2108754784304 2540.414449597493 100 GTEX 1 100 100 1.0 0.001 5 2265 -16 2531.7209266605373 2534.450659458175 100 GTEX 1 100 100 1.0 0.001 5 2265 -17 2521.865957977176 2550.589729570164 100 GTEX 1 100 100 1.0 0.001 5 2265 -18 2516.015035550093 2511.362878371554 100 GTEX 1 100 100 1.0 0.001 5 2265 -19 2508.815829978065 2515.046740397754 100 GTEX 1 100 100 1.0 0.001 5 2265 -20 2506.586564704409 2501.6098112969344 100 GTEX 1 100 100 1.0 0.001 5 2265 -21 2497.777037768325 2507.20541509476 100 GTEX 1 100 100 1.0 0.001 5 2265 -22 2494.490633092461 2494.9790354681563 100 GTEX 1 100 100 1.0 0.001 5 2265 -23 2488.8912930019656 2489.2453975314875 100 GTEX 1 100 100 1.0 0.001 5 2265 -24 2482.4618216877543 2490.1094353389376 100 GTEX 1 100 100 1.0 0.001 5 2265 -25 2479.6855665001203 2501.700462660409 100 GTEX 1 100 100 1.0 0.001 5 2265 -26 2474.2677762071953 2495.1926882203547 100 GTEX 1 100 100 1.0 0.001 5 2265 -27 2469.5872346920964 2479.4257905329137 100 GTEX 1 100 100 1.0 0.001 5 2265 -28 2466.661299381033 2462.732459006654 100 GTEX 1 100 100 1.0 0.001 5 2265 -29 2462.3674032473823 2470.3422591640924 100 GTEX 1 100 100 1.0 0.001 5 2265 -30 2458.882977856469 2466.009370172885 100 GTEX 1 100 100 1.0 0.001 5 2265 -31 2455.613929781577 2474.688207358009 100 GTEX 1 100 100 1.0 0.001 5 2265 -32 2454.542422908607 2460.5356974438573 100 GTEX 1 100 100 1.0 0.001 5 2265 -33 2451.801416036256 2456.853911077115 100 GTEX 1 100 100 1.0 0.001 5 2265 -34 2448.8303124917475 2447.9882534012595 100 GTEX 1 100 100 1.0 0.001 5 2265 -35 2444.755690537071 2445.759714568976 100 GTEX 1 100 100 1.0 0.001 5 2265 -36 2441.910392602469 2446.340334816124 100 GTEX 1 100 100 1.0 0.001 5 2265 -37 2440.6930877695213 2445.935955323194 100 GTEX 1 100 100 1.0 0.001 5 2265 -38 2437.430121135218 2442.0389316109195 100 GTEX 1 100 100 1.0 0.001 5 2265 -39 2435.940895558461 2436.217457818441 100 GTEX 1 100 100 1.0 0.001 5 2265 -40 2431.783279304509 2439.9697553395317 100 GTEX 1 100 100 1.0 0.001 5 2265 -41 2430.919145225685 2436.429440574501 100 GTEX 1 100 100 1.0 0.001 5 2265 -42 2427.801125579315 2430.9788674474216 100 GTEX 1 100 100 1.0 0.001 5 2265 -43 2426.455592710617 2430.5114012743584 100 GTEX 1 100 100 1.0 0.001 5 2265 -44 2425.031900800973 2425.384685791944 100 GTEX 1 100 100 1.0 0.001 5 2265 -45 2423.170592997385 2425.509359033389 100 GTEX 1 100 100 1.0 0.001 5 2265 -46 2421.034954144784 2432.031299199441 100 GTEX 1 100 100 1.0 0.001 5 2265 -47 2418.917541407199 2424.5134806469823 100 GTEX 1 100 100 1.0 0.001 5 2265 -48 2417.2807834585346 2423.9320026586265 100 GTEX 1 100 100 1.0 0.001 5 2265 -49 2416.4963507849225 2421.344083256595 100 GTEX 1 100 100 1.0 0.001 5 2265 -50 2414.405172500941 2419.890532170865 100 GTEX 1 100 100 1.0 0.001 5 2265 -51 2412.8057194306125 2416.8176659413616 100 GTEX 1 100 100 1.0 0.001 5 2265 -52 2412.390813798301 2417.637062217799 100 GTEX 1 100 100 1.0 0.001 5 2265 -53 2410.819862643756 2413.6253378980514 100 GTEX 1 100 100 1.0 0.001 5 2265 -54 2408.819029079013 2415.1708882262947 100 GTEX 1 100 100 1.0 0.001 5 2265 -55 2406.4465370714147 2411.5644178499288 100 GTEX 1 100 100 1.0 0.001 5 2265 -56 2405.6786285429403 2412.5640883065 100 GTEX 1 100 100 1.0 0.001 5 2265 -57 2404.654686179624 2409.176122861217 100 GTEX 1 100 100 1.0 0.001 5 2265 -58 2403.1929769301423 2408.3249205382604 100 GTEX 1 100 100 1.0 0.001 5 2265 -59 2402.0354062962133 2405.8678577263545 100 GTEX 1 100 100 1.0 0.001 5 2265 -60 2402.0292673728477 2406.140701119891 100 GTEX 1 100 100 1.0 0.001 5 2265 -61 2399.682377637245 2402.4251212348504 100 GTEX 1 100 100 1.0 0.001 5 2265 -62 2398.7899128273293 2404.3379750995127 100 GTEX 1 100 100 1.0 0.001 5 2265 -63 2397.5980720137227 2402.864281019784 100 GTEX 1 100 100 1.0 0.001 5 2265 -64 2396.7999152689936 2403.433591893417 100 GTEX 1 100 100 1.0 0.001 5 2265 -65 2395.258018215619 2405.3119068218275 100 GTEX 1 100 100 1.0 0.001 5 2265 -66 2395.103632550488 2399.8457625356464 100 GTEX 1 100 100 1.0 0.001 5 2265 -67 2394.7372920253 2399.867341596364 100 GTEX 1 100 100 1.0 0.001 5 2265 -68 2393.45955964118 2398.647616890447 100 GTEX 1 100 100 1.0 0.001 5 2265 -69 2392.372258956069 2397.1456869727303 100 GTEX 1 100 100 1.0 0.001 5 2265 -70 2391.7739674814075 2396.73834994356 100 GTEX 1 100 100 1.0 0.001 5 2265 -71 2390.7977422188587 2396.825861825689 100 GTEX 1 100 100 1.0 0.001 5 2265 -72 2390.059118676843 2396.506371791825 100 GTEX 1 100 100 1.0 0.001 5 2265 -73 2389.587230875385 2394.109052882902 100 GTEX 1 100 100 1.0 0.001 5 2265 -74 2389.39638235532 2395.9734406561906 100 GTEX 1 100 100 1.0 0.001 5 2265 -75 2388.592358421647 2393.70144664924 100 GTEX 1 100 100 1.0 0.001 5 2265 -76 2387.4821836141746 2393.97907259981 100 GTEX 1 100 100 1.0 0.001 5 2265 -77 2386.714726643992 2392.6605841923124 100 GTEX 1 100 100 1.0 0.001 5 2265 -78 2386.289510834717 2392.137941309708 100 GTEX 1 100 100 1.0 0.001 5 2265 -79 2385.0780796378617 2391.612511696471 100 GTEX 1 100 100 1.0 0.001 5 2265 -80 2384.358637317252 2390.5139652150665 100 GTEX 1 100 100 1.0 0.001 5 2265 -81 2384.239544169054 2389.228613095592 100 GTEX 1 100 100 1.0 0.001 5 2265 -82 2383.643876890201 2390.006784881476 100 GTEX 1 100 100 1.0 0.001 5 2265 -83 2382.8001883702104 2389.162816733009 100 GTEX 1 100 100 1.0 0.001 5 2265 -84 2382.4508463971483 2387.530520362999 100 GTEX 1 100 100 1.0 0.001 5 2265 -85 2381.5590078890405 2387.916464918013 100 GTEX 1 100 100 1.0 0.001 5 2265 -86 2381.3482243469502 2387.496804821174 100 GTEX 1 100 100 1.0 0.001 5 2265 -87 2380.789097108294 2387.2514815529944 100 GTEX 1 100 100 1.0 0.001 5 2265 -88 2380.2316932182603 2386.093529066659 100 GTEX 1 100 100 1.0 0.001 5 2265 -89 2379.505405444158 2384.8522401526848 100 GTEX 1 100 100 1.0 0.001 5 2265 -90 2378.9638980822365 2384.858145942253 100 GTEX 1 100 100 1.0 0.001 5 2265 -91 2378.694054093949 2385.911379737999 100 GTEX 1 100 100 1.0 0.001 5 2265 -92 2378.5778822261705 2384.0126219774834 100 GTEX 1 100 100 1.0 0.001 5 2265 -93 2377.4289395276023 2382.830818901497 100 GTEX 1 100 100 1.0 0.001 5 2265 -94 2376.7475377565656 2381.957098086977 100 GTEX 1 100 100 1.0 0.001 5 2265 -95 2376.5651266973027 2382.410651029289 100 GTEX 1 100 100 1.0 0.001 5 2265 -96 2376.110690991982 2382.5134890016047 100 GTEX 1 100 100 1.0 0.001 5 2265 -97 2375.496075620618 2380.642511288023 100 GTEX 1 100 100 1.0 0.001 5 2265 -98 2375.144643481964 2380.182312707937 100 GTEX 1 100 100 1.0 0.001 5 2265 -99 2374.748979081117 2379.2228279839 100 GTEX 1 100 100 1.0 0.001 5 2265 -0 2907.8883952665337 2583.587025457462 50 GTEX 1 100 100 1.0 0.002 50 5350 -1 2461.246271484994 2433.4447448498395 50 GTEX 1 100 100 1.0 0.002 50 5350 -2 2403.0746165390715 2460.4772958501667 50 GTEX 1 100 100 1.0 0.002 50 5350 -3 2377.7055720539524 2367.3220502614067 50 GTEX 1 100 100 1.0 0.002 50 5350 -4 2359.188245780367 2353.638786054836 50 GTEX 1 100 100 1.0 0.002 50 5350 -5 2347.854102315527 2346.2065397197307 50 GTEX 1 100 100 1.0 0.002 50 5350 -6 2339.2228453319753 2335.3743483394724 50 GTEX 1 100 100 1.0 0.002 50 5350 -7 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GTEX 1 50 100 1.0 0.001 125 3221 -44 2278.2838235470085 2262.4920399016755 100 GTEX 1 50 100 1.0 0.001 125 3221 -45 2277.884385681636 2261.681558935361 100 GTEX 1 50 100 1.0 0.001 125 3221 -46 2278.208936072963 2264.4500876307034 100 GTEX 1 50 100 1.0 0.001 125 3221 -47 2277.19443648723 2261.416657074323 100 GTEX 1 50 100 1.0 0.001 125 3221 -48 2276.098967290572 2259.1087948179065 100 GTEX 1 50 100 1.0 0.001 125 3221 -49 2275.944493686333 2259.037787955977 100 GTEX 1 50 100 1.0 0.001 125 3221 -0 2901.895689054743 2657.007210967205 50 GTEX 1 50 100 0.0 0.002 50 6884 -1 2455.377556449171 2433.11589114113 50 GTEX 1 50 100 0.0 0.002 50 6884 -2 2404.257266168624 2410.3205919156962 50 GTEX 1 50 100 0.0 0.002 50 6884 -3 2375.596072030846 2370.181079008733 50 GTEX 1 50 100 0.0 0.002 50 6884 -4 2359.40787411411 2362.5605009245787 50 GTEX 1 50 100 0.0 0.002 50 6884 -5 2346.883263619885 2363.448609326729 50 GTEX 1 50 100 0.0 0.002 50 6884 -6 2338.084759502788 2341.846161236781 50 GTEX 1 50 100 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2279.1790647054404 2291.8235475953547 50 GTEX 1 50 100 0.0 0.002 50 6884 -34 2278.937643178277 2287.8336515825517 50 GTEX 1 50 100 0.0 0.002 50 6884 -35 2278.5738937363417 2289.01278442847 50 GTEX 1 50 100 0.0 0.002 50 6884 -36 2277.503900267046 2287.6384073119652 50 GTEX 1 50 100 0.0 0.002 50 6884 -37 2277.274351499369 2287.12801880347 50 GTEX 1 50 100 0.0 0.002 50 6884 -38 2276.9721901469416 2288.6102350619362 50 GTEX 1 50 100 0.0 0.002 50 6884 -39 2276.9323236617165 2285.6644612011346 50 GTEX 1 50 100 0.0 0.002 50 6884 -40 2276.569370197648 2285.2319925402508 50 GTEX 1 50 100 0.0 0.002 50 6884 -41 2276.391041653429 2288.007002101652 50 GTEX 1 50 100 0.0 0.002 50 6884 -42 2276.4523255535682 2283.3303867818736 50 GTEX 1 50 100 0.0 0.002 50 6884 -43 2275.9078703489754 2286.9979531175736 50 GTEX 1 50 100 0.0 0.002 50 6884 -44 2274.0701274668336 2283.569070446174 50 GTEX 1 50 100 0.0 0.002 50 6884 -45 2274.4969039244875 2285.141198684054 50 GTEX 1 50 100 0.0 0.002 50 6884 -46 2274.1880777934616 2288.8289270437267 50 GTEX 1 50 100 0.0 0.002 50 6884 -47 2274.612387481783 2289.1288728315108 50 GTEX 1 50 100 0.0 0.002 50 6884 -48 2274.1664638823513 2288.913272524061 50 GTEX 1 50 100 0.0 0.002 50 6884 -49 2273.6096052405724 2284.3293317787547 50 GTEX 1 50 100 0.0 0.002 50 6884 -0 3104.31166896254 3278.1456331318323 100 GTEX 1 50 100 0.0 0.001 125 4426 -1 2500.464947755402 2575.285867321174 100 GTEX 1 50 100 0.0 0.001 125 4426 -2 2435.383348438573 2435.844210432509 100 GTEX 1 50 100 0.0 0.001 125 4426 -3 2403.3587775814176 2400.363659992871 100 GTEX 1 50 100 0.0 0.001 125 4426 -4 2380.051891784249 2381.3703975314875 100 GTEX 1 50 100 0.0 0.001 125 4426 -5 2365.0745433510397 2372.040240501723 100 GTEX 1 50 100 0.0 0.001 125 4426 -6 2353.6182040348212 2356.297971312084 100 GTEX 1 50 100 0.0 0.001 125 4426 -7 2344.419817998541 2356.993643989128 100 GTEX 1 50 100 0.0 0.001 125 4426 -8 2336.627837106445 2340.7788197332457 100 GTEX 1 50 100 0.0 0.001 125 4426 -9 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4426 -22 2297.61318730215 2305.900688606523 100 GTEX 1 50 100 0.0 0.001 125 4426 -23 2296.395534142655 2302.231358053113 100 GTEX 1 50 100 0.0 0.001 125 4426 -24 2295.038434650876 2300.884661656369 100 GTEX 1 50 100 0.0 0.001 125 4426 -25 2292.941294894849 2296.982817327115 100 GTEX 1 50 100 0.0 0.001 125 4426 -26 2292.111973252482 2295.6100572941423 100 GTEX 1 50 100 0.0 0.001 125 4426 -27 2291.054456382615 2296.163977097196 100 GTEX 1 50 100 0.0 0.001 125 4426 -28 2289.8973958986644 2292.9758180103377 100 GTEX 1 50 100 0.0 0.001 125 4426 -29 2287.9608116258696 2292.446953719107 100 GTEX 1 50 100 0.0 0.001 125 4426 -30 2287.2451401135604 2292.0887381550024 100 GTEX 1 50 100 0.0 0.001 125 4426 -31 2286.6756321919233 2289.9514169439162 100 GTEX 1 50 100 0.0 0.001 125 4426 -32 2286.3409610408607 2290.567958353137 100 GTEX 1 50 100 0.0 0.001 125 4426 -33 2284.6888521475917 2289.8213828199264 100 GTEX 1 50 100 0.0 0.001 125 4426 -34 2283.3307110029 2290.0380998618703 100 GTEX 1 50 100 0.0 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2265.3479002616823 2264.049922580501 100 GTEX 1 100 100 1.0 0.002 75 8580 -94 2264.682273116071 2260.8288527804184 100 GTEX 1 100 100 1.0 0.002 75 8580 -95 2264.655318773849 2267.494485949382 100 GTEX 1 100 100 1.0 0.002 75 8580 -96 2265.011888052124 2263.155066428529 100 GTEX 1 100 100 1.0 0.002 75 8580 -97 2264.498988313434 2264.247643996554 100 GTEX 1 100 100 1.0 0.002 75 8580 -98 2265.263051169317 2263.625296124941 100 GTEX 1 100 100 1.0 0.002 75 8580 -99 2264.002279840705 2270.680316881535 100 GTEX 1 100 100 1.0 0.002 75 8580 -0 4263.408577910645 3782.522043206393 50 GTEX 1 100 100 1.0 0.0005 25 1552 -1 3020.682363427729 3171.7214039849687 50 GTEX 1 100 100 1.0 0.0005 25 1552 -2 2707.4152096798416 2777.7734913408976 50 GTEX 1 100 100 1.0 0.0005 25 1552 -3 2604.035588286325 2555.9125305872 50 GTEX 1 100 100 1.0 0.0005 25 1552 -4 2556.395103369971 2557.5543050439637 50 GTEX 1 100 100 1.0 0.0005 25 1552 -5 2519.9898418725897 2502.627565333145 50 GTEX 1 100 100 1.0 0.0005 25 1552 -6 2494.497328172657 2483.109075161894 50 GTEX 1 100 100 1.0 0.0005 25 1552 -7 2474.277193325128 2474.852492183787 50 GTEX 1 100 100 1.0 0.0005 25 1552 -8 2461.8367844490235 2437.821324801717 50 GTEX 1 100 100 1.0 0.0005 25 1552 -9 2445.5668268619784 2427.443729299103 50 GTEX 1 100 100 1.0 0.0005 25 1552 -10 2434.217491258698 2423.8454455241504 50 GTEX 1 100 100 1.0 0.0005 25 1552 -11 2426.9536517836223 2411.01840500052 50 GTEX 1 100 100 1.0 0.0005 25 1552 -12 2416.1225701470403 2403.895371353672 50 GTEX 1 100 100 1.0 0.0005 25 1552 -13 2409.797504241708 2394.120725218334 50 GTEX 1 100 100 1.0 0.0005 25 1552 -14 2401.888993587717 2388.56170747126 50 GTEX 1 100 100 1.0 0.0005 25 1552 -15 2397.445366062911 2392.051925137016 50 GTEX 1 100 100 1.0 0.0005 25 1552 -16 2388.8412085082145 2379.058258636823 50 GTEX 1 100 100 1.0 0.0005 25 1552 -17 2383.104782696018 2368.6226567605604 50 GTEX 1 100 100 1.0 0.0005 25 1552 -18 2378.372453118398 2367.780848281918 50 GTEX 1 100 100 1.0 0.0005 25 1552 -19 2373.987704978065 2363.3339091834005 50 GTEX 1 100 100 1.0 0.0005 25 1552 -20 2370.4442781452594 2365.6704612122744 50 GTEX 1 100 100 1.0 0.0005 25 1552 -21 2365.246526688926 2358.24141701818 50 GTEX 1 100 100 1.0 0.0005 25 1552 -22 2360.296883020253 2351.587523717844 50 GTEX 1 100 100 1.0 0.0005 25 1552 -23 2356.782650449629 2348.8825135901848 50 GTEX 1 100 100 1.0 0.0005 25 1552 -24 2353.538799327392 2344.9033226332285 50 GTEX 1 100 100 1.0 0.0005 25 1552 -25 2350.749945199237 2343.1875802972017 50 GTEX 1 100 100 1.0 0.0005 25 1552 -26 2347.6158200339833 2337.0747221159845 50 GTEX 1 100 100 1.0 0.0005 25 1552 -27 2343.3561725723234 2345.965364985593 50 GTEX 1 100 100 1.0 0.0005 25 1552 -28 2341.076768623079 2342.1181345892496 50 GTEX 1 100 100 1.0 0.0005 25 1552 -29 2338.283858903172 2331.867528182925 50 GTEX 1 100 100 1.0 0.0005 25 1552 -30 2335.493635658529 2328.4797372564162 50 GTEX 1 100 100 1.0 0.0005 25 1552 -31 2334.0127763402647 2325.324261915548 50 GTEX 1 100 100 1.0 0.0005 25 1552 -32 2331.400205875508 2323.9221999019724 50 GTEX 1 100 100 1.0 0.0005 25 1552 -33 2328.777396668196 2320.900283407349 50 GTEX 1 100 100 1.0 0.0005 25 1552 -34 2326.7828397121248 2318.0258492009266 50 GTEX 1 100 100 1.0 0.0005 25 1552 -35 2325.2577491116344 2319.252593181886 50 GTEX 1 100 100 1.0 0.0005 25 1552 -36 2323.0331585880967 2315.003730338789 50 GTEX 1 100 100 1.0 0.0005 25 1552 -37 2321.650379406961 2313.6784958059798 50 GTEX 1 100 100 1.0 0.0005 25 1552 -38 2320.0378259626777 2311.9135753791143 50 GTEX 1 100 100 1.0 0.0005 25 1552 -39 2318.7461242579075 2312.409134433297 50 GTEX 1 100 100 1.0 0.0005 25 1552 -40 2316.714694227729 2309.6157860121352 50 GTEX 1 100 100 1.0 0.0005 25 1552 -41 2315.2350299271484 2311.5593658563307 50 GTEX 1 100 100 1.0 0.0005 25 1552 -42 2314.1131093948056 2306.998353675291 50 GTEX 1 100 100 1.0 0.0005 25 1552 -43 2312.61474288307 2309.385481801776 50 GTEX 1 100 100 1.0 0.0005 25 1552 -44 2312.3690217911562 2306.2489197009413 50 GTEX 1 100 100 1.0 0.0005 25 1552 -45 2310.881695828065 2303.011290111469 50 GTEX 1 100 100 1.0 0.0005 25 1552 -46 2309.8852656142717 2303.965189538528 50 GTEX 1 100 100 1.0 0.0005 25 1552 -47 2308.5870859692714 2302.23231883466 50 GTEX 1 100 100 1.0 0.0005 25 1552 -48 2307.544629406549 2299.846783888204 50 GTEX 1 100 100 1.0 0.0005 25 1552 -49 2306.365024223743 2297.2540199656905 50 GTEX 1 100 100 1.0 0.0005 25 1552 -50 2305.4256543701144 2298.632453251248 50 GTEX 1 100 100 1.0 0.0005 25 1552 -51 2305.0690452742497 2301.2399496216285 50 GTEX 1 100 100 1.0 0.0005 25 1552 -52 2304.1107205457115 2297.650626875149 50 GTEX 1 100 100 1.0 0.0005 25 1552 -53 2303.628595497435 2297.19994420969 50 GTEX 1 100 100 1.0 0.0005 25 1552 -54 2302.7985977554845 2295.428971787369 50 GTEX 1 100 100 1.0 0.0005 25 1552 -55 2301.935049541953 2297.125898586027 50 GTEX 1 100 100 1.0 0.0005 25 1552 -56 2301.5324879041173 2297.7972342487524 50 GTEX 1 100 100 1.0 0.0005 25 1552 -57 2300.6016807664946 2294.3733571563835 50 GTEX 1 100 100 1.0 0.0005 25 1552 -58 2300.257891077848 2293.539765448625 50 GTEX 1 100 100 1.0 0.0005 25 1552 -59 2300.032548249429 2292.685987349245 50 GTEX 1 100 100 1.0 0.0005 25 1552 -60 2299.308308605509 2292.031722500297 50 GTEX 1 100 100 1.0 0.0005 25 1552 -61 2298.536234625872 2291.0435222437172 50 GTEX 1 100 100 1.0 0.0005 25 1552 -62 2297.618607033189 2290.0930491400313 50 GTEX 1 100 100 1.0 0.0005 25 1552 -63 2297.399593912159 2290.62899536597 50 GTEX 1 100 100 1.0 0.0005 25 1552 -64 2296.7772107840065 2290.260677903324 50 GTEX 1 100 100 1.0 0.0005 25 1552 -65 2296.128135480485 2290.855502864707 50 GTEX 1 100 100 1.0 0.0005 25 1552 -66 2296.131920420936 2290.875310977602 50 GTEX 1 100 100 1.0 0.0005 25 1552 -67 2295.858762624033 2288.4277334467088 50 GTEX 1 100 100 1.0 0.0005 25 1552 -68 2295.961821378291 2289.714528595087 50 GTEX 1 100 100 1.0 0.0005 25 1552 -69 2294.8170233710684 2288.281908854785 50 GTEX 1 100 100 1.0 0.0005 25 1552 -70 2294.2308700205317 2290.653576056767 50 GTEX 1 100 100 1.0 0.0005 25 1552 -71 2293.990548789545 2287.636017425885 50 GTEX 1 100 100 1.0 0.0005 25 1552 -72 2294.024737477265 2287.1803263965217 50 GTEX 1 100 100 1.0 0.0005 25 1552 -73 2293.0607021739165 2286.422872913201 50 GTEX 1 100 100 1.0 0.0005 25 1552 -74 2292.517478890488 2287.473221579432 50 GTEX 1 100 100 1.0 0.0005 25 1552 -75 2293.0600925831172 2286.903521751723 50 GTEX 1 100 100 1.0 0.0005 25 1552 -76 2292.35297963485 2287.205895253461 50 GTEX 1 100 100 1.0 0.0005 25 1552 -77 2292.109527204285 2285.1028676776377 50 GTEX 1 100 100 1.0 0.0005 25 1552 -78 2291.8326618069264 2286.235443927489 50 GTEX 1 100 100 1.0 0.0005 25 1552 -79 2291.726402533348 2285.2654342361275 50 GTEX 1 100 100 1.0 0.0005 25 1552 -80 2291.772121430652 2284.059704682673 50 GTEX 1 100 100 1.0 0.0005 25 1552 -81 2290.777041842923 2284.6428361899953 50 GTEX 1 100 100 1.0 0.0005 25 1552 -82 2291.1186995884555 2284.811536433579 50 GTEX 1 100 100 1.0 0.0005 25 1552 -83 2290.758234556139 2283.706701706571 50 GTEX 1 100 100 1.0 0.0005 25 1552 -84 2290.118714623206 2285.271056200615 50 GTEX 1 100 100 1.0 0.0005 25 1552 -85 2290.16856712276 2283.127495247148 50 GTEX 1 100 100 1.0 0.0005 25 1552 -86 2289.9138171215227 2283.409365113697 50 GTEX 1 100 100 1.0 0.0005 25 1552 -87 2289.697078167706 2283.8853715671785 50 GTEX 1 100 100 1.0 0.0005 25 1552 -88 2289.3935927514663 2282.4064792879635 50 GTEX 1 100 100 1.0 0.0005 25 1552 -89 2289.035931455153 2283.300657323105 50 GTEX 1 100 100 1.0 0.0005 25 1552 -90 2288.633790326141 2283.405107737494 50 GTEX 1 100 100 1.0 0.0005 25 1552 -91 2289.177904889188 2282.0236083056084 50 GTEX 1 100 100 1.0 0.0005 25 1552 -92 2288.921944087645 2282.755462530448 50 GTEX 1 100 100 1.0 0.0005 25 1552 -93 2288.6859905935585 2282.1783359077945 50 GTEX 1 100 100 1.0 0.0005 25 1552 -94 2288.495222301812 2281.587510953838 50 GTEX 1 100 100 1.0 0.0005 25 1552 -95 2288.2219217134602 2281.421414335417 50 GTEX 1 100 100 1.0 0.0005 25 1552 -96 2288.203595022925 2282.07125471572 50 GTEX 1 100 100 1.0 0.0005 25 1552 -97 2288.4126436115257 2281.3914082458264 50 GTEX 1 100 100 1.0 0.0005 25 1552 -98 2288.1562932732622 2281.653199866697 50 GTEX 1 100 100 1.0 0.0005 25 1552 -99 2287.4008085033865 2281.4917126789746 50 GTEX 1 100 100 1.0 0.0005 25 1552 -0 2917.268894503811 2911.238675773824 100 GTEX 1 100 100 0.0 0.0015 125 7903 -1 2453.9573043254277 2463.3224531398528 100 GTEX 1 100 100 0.0 0.0015 125 7903 -2 2400.9853888785965 2388.089694295093 100 GTEX 1 100 100 0.0 0.0015 125 7903 -3 2374.307264296372 2370.5092364989305 100 GTEX 1 100 100 0.0 0.0015 125 7903 -4 2356.8798009079237 2352.044799340542 100 GTEX 1 100 100 0.0 0.0015 125 7903 -5 2344.9236867519244 2335.5969340393303 100 GTEX 1 100 100 0.0 0.0015 125 7903 -6 2333.9524351550945 2328.0589112256416 100 GTEX 1 100 100 0.0 0.0015 125 7903 -7 2328.945292978034 2331.1118544661954 100 GTEX 1 100 100 0.0 0.0015 125 7903 -8 2324.467388387994 2318.648647293845 100 GTEX 1 100 100 0.0 0.0015 125 7903 -9 2319.2839170306643 2313.308047914686 100 GTEX 1 100 100 0.0 0.0015 125 7903 -10 2315.5261707041973 2318.044925588165 100 GTEX 1 100 100 0.0 0.0015 125 7903 -11 2311.966892395955 2306.610861194451 100 GTEX 1 100 100 0.0 0.0015 125 7903 -12 2308.023556540153 2304.8572287903994 100 GTEX 1 100 100 0.0 0.0015 125 7903 -13 2306.381491608185 2298.083116422588 100 GTEX 1 100 100 0.0 0.0015 125 7903 -14 2303.635965207266 2297.814149573729 100 GTEX 1 100 100 0.0 0.0015 125 7903 -15 2301.4524513245433 2294.133531925796 100 GTEX 1 100 100 0.0 0.0015 125 7903 -16 2299.659580158585 2293.264653078957 100 GTEX 1 100 100 0.0 0.0015 125 7903 -17 2297.2450171019645 2292.0875815039803 100 GTEX 1 100 100 0.0 0.0015 125 7903 -18 2295.371731656676 2290.8343334125475 100 GTEX 1 100 100 0.0 0.0015 125 7903 -19 2293.521676216355 2288.64352034072 100 GTEX 1 100 100 0.0 0.0015 125 7903 -20 2292.4152802374365 2287.542950184173 100 GTEX 1 100 100 0.0 0.0015 125 7903 -21 2290.885576289471 2286.2123884193797 100 GTEX 1 100 100 0.0 0.0015 125 7903 -22 2290.1506272353554 2285.0021016516157 100 GTEX 1 100 100 0.0 0.0015 125 7903 -23 2288.0284727488825 2284.687353329967 100 GTEX 1 100 100 0.0 0.0015 125 7903 -24 2287.2653703892056 2283.691972507723 100 GTEX 1 100 100 0.0 0.0015 125 7903 -25 2286.5251083172548 2283.938147019071 100 GTEX 1 100 100 0.0 0.0015 125 7903 -26 2284.5620768607396 2285.460858595235 100 GTEX 1 100 100 0.0 0.0015 125 7903 -27 2284.1068613598964 2287.08417003327 100 GTEX 1 100 100 0.0 0.0015 125 7903 -28 2283.3554714062248 2282.2731794350047 100 GTEX 1 100 100 0.0 0.0015 125 7903 -29 2282.5517698557737 2277.638249502436 100 GTEX 1 100 100 0.0 0.0015 125 7903 -30 2281.7228915709256 2276.1694270957105 100 GTEX 1 100 100 0.0 0.0015 125 7903 -31 2281.184511849756 2278.4466139644724 100 GTEX 1 100 100 0.0 0.0015 125 7903 -32 2279.901243221726 2274.899298954373 100 GTEX 1 100 100 0.0 0.0015 125 7903 -33 2279.0367149642348 2274.590844448075 100 GTEX 1 100 100 0.0 0.0015 125 7903 -34 2277.9233512680976 2273.4790568188573 100 GTEX 1 100 100 0.0 0.0015 125 7903 -35 2278.3542639068605 2274.552219173301 100 GTEX 1 100 100 0.0 0.0015 125 7903 -36 2276.940634887347 2276.488404712749 100 GTEX 1 100 100 0.0 0.0015 125 7903 -37 2276.2029351443666 2271.7419424310838 100 GTEX 1 100 100 0.0 0.0015 125 7903 -38 2276.62877119513 2272.05879983068 100 GTEX 1 100 100 0.0 0.0015 125 7903 -39 2274.705336681449 2272.1747981894605 100 GTEX 1 100 100 0.0 0.0015 125 7903 -40 2274.2006094257517 2272.8198409279944 100 GTEX 1 100 100 0.0 0.0015 125 7903 -41 2274.6376084049357 2273.198727683876 100 GTEX 1 100 100 0.0 0.0015 125 7903 -42 2274.124037698593 2270.11422346572 100 GTEX 1 100 100 0.0 0.0015 125 7903 -43 2273.6017128475064 2267.55584972077 100 GTEX 1 100 100 0.0 0.0015 125 7903 -44 2272.4175553072514 2267.815288587215 100 GTEX 1 100 100 0.0 0.0015 125 7903 -45 2272.1629263576765 2268.4857655804417 100 GTEX 1 100 100 0.0 0.0015 125 7903 -46 2271.890738444028 2268.166595807093 100 GTEX 1 100 100 0.0 0.0015 125 7903 -47 2271.562787826504 2268.153408500178 100 GTEX 1 100 100 0.0 0.0015 125 7903 -48 2271.1969184073623 2267.1346792939044 100 GTEX 1 100 100 0.0 0.0015 125 7903 -49 2270.4516824118077 2266.5929238206986 100 GTEX 1 100 100 0.0 0.0015 125 7903 -50 2270.580105589853 2270.145186623693 100 GTEX 1 100 100 0.0 0.0015 125 7903 -51 2270.15258724591 2267.2889520333288 100 GTEX 1 100 100 0.0 0.0015 125 7903 -52 2269.246648178995 2266.46576554331 100 GTEX 1 100 100 0.0 0.0015 125 7903 -53 2269.9380156945263 2265.246706422291 100 GTEX 1 100 100 0.0 0.0015 125 7903 -54 2268.941345646803 2264.579716091373 100 GTEX 1 100 100 0.0 0.0015 125 7903 -55 2268.710511756092 2267.8988951476354 100 GTEX 1 100 100 0.0 0.0015 125 7903 -56 2268.635793274706 2266.7822274907912 100 GTEX 1 100 100 0.0 0.0015 125 7903 -57 2268.27864308255 2264.040907014912 100 GTEX 1 100 100 0.0 0.0015 125 7903 -58 2268.676847015249 2266.789075496079 100 GTEX 1 100 100 0.0 0.0015 125 7903 -59 2266.8196952499884 2262.77594759981 100 GTEX 1 100 100 0.0 0.0015 125 7903 -60 2266.9466392458253 2265.823962541588 100 GTEX 1 100 100 0.0 0.0015 125 7903 -61 2266.513964033988 2263.631233476414 100 GTEX 1 100 100 0.0 0.0015 125 7903 -62 2266.001804763215 2264.181543154408 100 GTEX 1 100 100 0.0 0.0015 125 7903 -63 2267.274447407153 2266.910797699323 100 GTEX 1 100 100 0.0 0.0015 125 7903 -64 2266.513831893229 2264.103448788023 100 GTEX 1 100 100 0.0 0.0015 125 7903 -65 2265.9649611654713 2262.6950033789803 100 GTEX 1 100 100 0.0 0.0015 125 7903 -66 2266.105902178909 2261.6188147947364 100 GTEX 1 100 100 0.0 0.0015 125 7903 -67 2265.0422978855004 2265.632857057985 100 GTEX 1 100 100 0.0 0.0015 125 7903 -68 2264.728859748006 2259.590074894546 100 GTEX 1 100 100 0.0 0.0015 125 7903 -69 2264.828348793424 2260.639724557391 100 GTEX 1 100 100 0.0 0.0015 125 7903 -70 2264.4276285128194 2259.8599477557627 100 GTEX 1 100 100 0.0 0.0015 125 7903 -71 2264.7335039386403 2268.401808125891 100 GTEX 1 100 100 0.0 0.0015 125 7903 -72 2264.198867328821 2260.5758971007604 100 GTEX 1 100 100 0.0 0.0015 125 7903 -73 2264.717474547689 2268.096628631476 100 GTEX 1 100 100 0.0 0.0015 125 7903 -74 2264.3296892587823 2269.994074716314 100 GTEX 1 100 100 0.0 0.0015 125 7903 -75 2264.453596699184 2261.6342123633553 100 GTEX 1 100 100 0.0 0.0015 125 7903 -76 2263.26668266763 2259.0730472463165 100 GTEX 1 100 100 0.0 0.0015 125 7903 -77 2263.129612831703 2264.226426969463 100 GTEX 1 100 100 0.0 0.0015 125 7903 -78 2264.857726231993 2259.1613407497625 100 GTEX 1 100 100 0.0 0.0015 125 7903 -79 2263.2377753551395 2258.767102839829 100 GTEX 1 100 100 0.0 0.0015 125 7903 -80 2262.258170652002 2265.5330954432034 100 GTEX 1 100 100 0.0 0.0015 125 7903 -81 2263.104723124365 2260.4795042552873 100 GTEX 1 100 100 0.0 0.0015 125 7903 -82 2262.5653560094847 2260.7631910200807 100 GTEX 1 100 100 0.0 0.0015 125 7903 -83 2263.54754769549 2260.49365234375 100 GTEX 1 100 100 0.0 0.0015 125 7903 -84 2262.3780984222744 2261.3272431232176 100 GTEX 1 100 100 0.0 0.0015 125 7903 -85 2261.893918564569 2258.019780960373 100 GTEX 1 100 100 0.0 0.0015 125 7903 -86 2261.8613873614013 2258.395007463463 100 GTEX 1 100 100 0.0 0.0015 125 7903 -87 2261.5402407550987 2259.0539819985747 100 GTEX 1 100 100 0.0 0.0015 125 7903 -88 2261.464817239325 2257.309669639674 100 GTEX 1 100 100 0.0 0.0015 125 7903 -89 2261.5534923533723 2256.723645808579 100 GTEX 1 100 100 0.0 0.0015 125 7903 -90 2260.962958449004 2260.5430383718517 100 GTEX 1 100 100 0.0 0.0015 125 7903 -91 2261.3112018021484 2258.140649135575 100 GTEX 1 100 100 0.0 0.0015 125 7903 -92 2261.192304286229 2259.7292285527565 100 GTEX 1 100 100 0.0 0.0015 125 7903 -93 2261.494402224504 2261.339921726473 100 GTEX 1 100 100 0.0 0.0015 125 7903 -94 2261.2827058435305 2265.282984048241 100 GTEX 1 100 100 0.0 0.0015 125 7903 -95 2261.839213605691 2259.965640223978 100 GTEX 1 100 100 0.0 0.0015 125 7903 -96 2261.234087405593 2258.7634592962813 100 GTEX 1 100 100 0.0 0.0015 125 7903 -97 2260.651620612019 2257.269533106583 100 GTEX 1 100 100 0.0 0.0015 125 7903 -98 2261.1816045983333 2258.9895650769367 100 GTEX 1 100 100 0.0 0.0015 125 7903 -99 2260.6553011344504 2259.292966893417 100 GTEX 1 100 100 0.0 0.0015 125 7903 -0 4883.7839547593785 4402.75776422885 100 GTEX 1 50 100 1.0 0.0015 5 9972 -1 3780.02478454145 3341.4847769501544 100 GTEX 1 50 100 1.0 0.0015 5 9972 -2 3139.3700140589103 3088.0749808771984 100 GTEX 1 50 100 1.0 0.0015 5 9972 -3 2874.4788541776697 2874.0773916498333 100 GTEX 1 50 100 1.0 0.0015 5 9972 -4 2740.71956618323 2663.5144488548603 100 GTEX 1 50 100 1.0 0.0015 5 9972 -5 2660.436973267956 2632.327811237524 100 GTEX 1 50 100 1.0 0.0015 5 9972 -6 2623.2400985464724 2643.644689987821 100 GTEX 1 50 100 1.0 0.0015 5 9972 -7 2590.82560431961 2565.711992038973 100 GTEX 1 50 100 1.0 0.0015 5 9972 -8 2568.521308574151 2560.490545352602 100 GTEX 1 50 100 1.0 0.0015 5 9972 -9 2552.7109129234696 2556.8852594759987 100 GTEX 1 50 100 1.0 0.0015 5 9972 -10 2535.2166651984357 2536.248824783151 100 GTEX 1 50 100 1.0 0.0015 5 9972 -11 2525.1358804659444 2517.5166832521386 100 GTEX 1 50 100 1.0 0.0015 5 9972 -12 2513.720011036487 2519.091207409993 100 GTEX 1 50 100 1.0 0.0015 5 9972 -13 2504.1107007400706 2505.5813740197245 100 GTEX 1 50 100 1.0 0.0015 5 9972 -14 2495.62651237213 2509.614279163201 100 GTEX 1 50 100 1.0 0.0015 5 9972 -15 2491.371719097631 2486.523219351533 100 GTEX 1 50 100 1.0 0.0015 5 9972 -16 2484.420926624434 2485.338464309054 100 GTEX 1 50 100 1.0 0.0015 5 9972 -17 2477.691850510119 2477.126323743465 100 GTEX 1 50 100 1.0 0.0015 5 9972 -18 2470.254845470615 2475.4271402685363 100 GTEX 1 50 100 1.0 0.0015 5 9972 -19 2466.613605386845 2486.9815762015805 100 GTEX 1 50 100 1.0 0.0015 5 9972 -20 2461.739165128291 2471.576014993762 100 GTEX 1 50 100 1.0 0.0015 5 9972 -21 2457.9686139135865 2466.9704710521623 100 GTEX 1 50 100 1.0 0.0015 5 9972 -22 2453.663508251525 2454.418844128743 100 GTEX 1 50 100 1.0 0.0015 5 9972 -23 2449.592230897047 2455.5057535497863 100 GTEX 1 50 100 1.0 0.0015 5 9972 -24 2445.7309660056812 2445.090897360682 100 GTEX 1 50 100 1.0 0.0015 5 9972 -25 2442.080053264795 2443.089979280537 100 GTEX 1 50 100 1.0 0.0015 5 9972 -26 2440.130011084969 2448.5341936118703 100 GTEX 1 50 100 1.0 0.0015 5 9972 -27 2437.333746062597 2440.1486463655538 100 GTEX 1 50 100 1.0 0.0015 5 9972 -28 2434.3436323782207 2435.218892956868 100 GTEX 1 50 100 1.0 0.0015 5 9972 -29 2432.5951378905843 2438.95260237197 100 GTEX 1 50 100 1.0 0.0015 5 9972 -30 2430.165875128737 2435.022072911716 100 GTEX 1 50 100 1.0 0.0015 5 9972 -31 2427.877315454754 2430.4552786359313 100 GTEX 1 50 100 1.0 0.0015 5 9972 -32 2425.3552068926106 2425.5272592754873 100 GTEX 1 50 100 1.0 0.0015 5 9972 -33 2424.716891390199 2426.0839639525907 100 GTEX 1 50 100 1.0 0.0015 5 9972 -34 2421.778982898861 2423.361956578244 100 GTEX 1 50 100 1.0 0.0015 5 9972 -35 2419.573468482417 2421.127450689164 100 GTEX 1 50 100 1.0 0.0015 5 9972 -36 2417.6985798633577 2420.5282943203424 100 GTEX 1 50 100 1.0 0.0015 5 9972 -37 2416.478635799851 2419.132827352661 100 GTEX 1 50 100 1.0 0.0015 5 9972 -38 2414.983239321871 2419.708249168251 100 GTEX 1 50 100 1.0 0.0015 5 9972 -39 2412.924420695327 2419.8357054271623 100 GTEX 1 50 100 1.0 0.0015 5 9972 -40 2411.5297823710816 2412.296164857117 100 GTEX 1 50 100 1.0 0.0015 5 9972 -41 2410.8730372816426 2413.757345569451 100 GTEX 1 50 100 1.0 0.0015 5 9972 -42 2408.5024537331988 2415.069200406963 100 GTEX 1 50 100 1.0 0.0015 5 9972 -43 2408.7406298430983 2415.119039441243 100 GTEX 1 50 100 1.0 0.0015 5 9972 -44 2407.028499130615 2409.7108084675024 100 GTEX 1 50 100 1.0 0.0015 5 9972 -45 2405.475199185947 2407.008868895556 100 GTEX 1 50 100 1.0 0.0015 5 9972 -46 2404.189027587401 2409.167592792003 100 GTEX 1 50 100 1.0 0.0015 5 9972 -47 2402.8075897484355 2406.6033364647697 100 GTEX 1 50 100 1.0 0.0015 5 9972 -48 2401.704628784528 2404.491074478672 100 GTEX 1 50 100 1.0 0.0015 5 9972 -49 2401.2353187078306 2402.9194140996315 100 GTEX 1 50 100 1.0 0.0015 5 9972 -0 5234.676840439157 4972.6174891946885 150 GTEX 1 100 100 1.0 0.001 5 6395 -1 4637.292973959296 4518.633332343156 150 GTEX 1 100 100 1.0 0.001 5 6395 -2 4096.581691768941 3879.749205382605 150 GTEX 1 100 100 1.0 0.001 5 6395 -3 3679.7203536379657 3798.6559812596547 150 GTEX 1 100 100 1.0 0.001 5 6395 -4 3356.9336808122957 3361.9529959675024 150 GTEX 1 100 100 1.0 0.001 5 6395 -5 3122.8570116558253 2919.968435773378 150 GTEX 1 100 100 1.0 0.001 5 6395 -6 2965.024365502576 2946.400194755525 150 GTEX 1 100 100 1.0 0.001 5 6395 -7 2860.1675368168294 2782.536606241088 150 GTEX 1 100 100 1.0 0.001 5 6395 -8 2796.1156002377916 2932.859104867217 150 GTEX 1 100 100 1.0 0.001 5 6395 -9 2745.764495511134 2681.9140142288493 150 GTEX 1 100 100 1.0 0.001 5 6395 -10 2702.185268616064 2715.268048304569 150 GTEX 1 100 100 1.0 0.001 5 6395 -11 2678.3558106036103 2728.344527908151 150 GTEX 1 100 100 1.0 0.001 5 6395 -12 2662.970840475055 2641.7763978211146 150 GTEX 1 100 100 1.0 0.001 5 6395 -13 2631.6051758689314 2652.4639962199976 150 GTEX 1 100 100 1.0 0.001 5 6395 -14 2618.390077740234 2615.298014477632 150 GTEX 1 100 100 1.0 0.001 5 6395 -15 2611.073623807123 2602.3123319792653 150 GTEX 1 100 100 1.0 0.001 5 6395 -16 2598.2156771858 2578.181705605395 150 GTEX 1 100 100 1.0 0.001 5 6395 -17 2588.2026903848155 2577.751555352157 150 GTEX 1 100 100 1.0 0.001 5 6395 -18 2574.583356886917 2559.0967590564105 150 GTEX 1 100 100 1.0 0.001 5 6395 -19 2567.7568034180817 2575.5513772130466 150 GTEX 1 100 100 1.0 0.001 5 6395 -20 2563.6207035685643 2543.1692186943023 150 GTEX 1 100 100 1.0 0.001 5 6395 -21 2553.868334086704 2542.9985045226354 150 GTEX 1 100 100 1.0 0.001 5 6395 -22 2547.044445250195 2553.46401849899 150 GTEX 1 100 100 1.0 0.001 5 6395 -23 2542.9113820334783 2549.274439590512 150 GTEX 1 100 100 1.0 0.001 5 6395 -24 2539.080073844093 2537.1618332083235 150 GTEX 1 100 100 1.0 0.001 5 6395 -25 2530.2022542738923 2520.0645478107176 150 GTEX 1 100 100 1.0 0.001 5 6395 -26 2526.101710242858 2518.776010259476 150 GTEX 1 100 100 1.0 0.001 5 6395 -27 2521.9059282099165 2519.743679960417 150 GTEX 1 100 100 1.0 0.001 5 6395 -28 2515.251811984022 2519.825604688985 150 GTEX 1 100 100 1.0 0.001 5 6395 -29 2511.625811438129 2493.254099798746 150 GTEX 1 100 100 1.0 0.001 5 6395 -30 2508.9714112540187 2490.5982522130466 150 GTEX 1 100 100 1.0 0.001 5 6395 -31 2504.96325798353 2487.8718957937267 150 GTEX 1 100 100 1.0 0.001 5 6395 -32 2499.786195530362 2492.472151723651 150 GTEX 1 100 100 1.0 0.001 5 6395 -33 2498.789068431377 2498.0861918518303 150 GTEX 1 100 100 1.0 0.001 5 6395 -34 2492.902120369193 2478.443391865197 150 GTEX 1 100 100 1.0 0.001 5 6395 -35 2490.4615972238266 2481.5926142355333 150 GTEX 1 100 100 1.0 0.001 5 6395 -36 2486.246909004841 2468.4487824530656 150 GTEX 1 100 100 1.0 0.001 5 6395 -37 2482.5443790766612 2503.1923823483544 150 GTEX 1 100 100 1.0 0.001 5 6395 -38 2481.5308046309715 2463.1428751782323 150 GTEX 1 100 100 1.0 0.001 5 6395 -39 2478.102820209758 2466.893417532453 150 GTEX 1 100 100 1.0 0.001 5 6395 -40 2474.1885602980665 2464.376256442342 150 GTEX 1 100 100 1.0 0.001 5 6395 -41 2473.603194582786 2455.1347665532912 150 GTEX 1 100 100 1.0 0.001 5 6395 -42 2467.9657846726623 2462.0212824716314 150 GTEX 1 100 100 1.0 0.001 5 6395 -43 2469.576061035621 2454.0798460521623 150 GTEX 1 100 100 1.0 0.001 5 6395 -44 2465.453779566108 2452.1771899321234 150 GTEX 1 100 100 1.0 0.001 5 6395 -45 2461.511612810453 2442.5027133956155 150 GTEX 1 100 100 1.0 0.001 5 6395 -46 2458.34907155386 2444.628202141011 150 GTEX 1 100 100 1.0 0.001 5 6395 -47 2456.2229157606275 2442.848719143596 150 GTEX 1 100 100 1.0 0.001 5 6395 -48 2451.5775002712962 2448.059192265848 150 GTEX 1 100 100 1.0 0.001 5 6395 -49 2451.9434245169896 2443.232901105409 150 GTEX 1 100 100 1.0 0.001 5 6395 -50 2448.4258392227607 2431.615361086769 150 GTEX 1 100 100 1.0 0.001 5 6395 -51 2447.0917390053933 2433.554215231776 150 GTEX 1 100 100 1.0 0.001 5 6395 -52 2447.192759609656 2434.492896250445 150 GTEX 1 100 100 1.0 0.001 5 6395 -53 2443.643575885725 2424.9658952720265 150 GTEX 1 100 100 1.0 0.001 5 6395 -54 2441.2112699149843 2426.246710599602 150 GTEX 1 100 100 1.0 0.001 5 6395 -55 2438.227413343101 2425.2603762086355 150 GTEX 1 100 100 1.0 0.001 5 6395 -56 2438.485919530507 2424.888561872475 150 GTEX 1 100 100 1.0 0.001 5 6395 -57 2435.8460693488323 2417.239198633927 150 GTEX 1 100 100 1.0 0.001 5 6395 -58 2433.763888035 2420.328226879976 150 GTEX 1 100 100 1.0 0.001 5 6395 -59 2431.5579641730396 2415.524050636437 150 GTEX 1 100 100 1.0 0.001 5 6395 -60 2431.4718374621216 2415.677904716463 150 GTEX 1 100 100 1.0 0.001 5 6395 -61 2429.775753702623 2414.215595898066 150 GTEX 1 100 100 1.0 0.001 5 6395 -62 2429.0920704662 2413.5884025776795 150 GTEX 1 100 100 1.0 0.001 5 6395 -63 2428.5355929282723 2411.0452101094643 150 GTEX 1 100 100 1.0 0.001 5 6395 -64 2427.1183893000853 2413.6725654166908 150 GTEX 1 100 100 1.0 0.001 5 6395 -65 2423.898474996617 2410.7664769393864 150 GTEX 1 100 100 1.0 0.001 5 6395 -66 2423.207957189489 2412.42719132456 150 GTEX 1 100 100 1.0 0.001 5 6395 -67 2422.196302807821 2409.979187011719 150 GTEX 1 100 100 1.0 0.001 5 6395 -68 2420.878412011585 2410.4057707695906 150 GTEX 1 100 100 1.0 0.001 5 6395 -69 2419.557411136629 2402.293833453393 150 GTEX 1 100 100 1.0 0.001 5 6395 -70 2418.713519015685 2405.3229599869296 150 GTEX 1 100 100 1.0 0.001 5 6395 -71 2418.151534684421 2403.62921954833 150 GTEX 1 100 100 1.0 0.001 5 6395 -72 2416.194248694685 2404.5635294751073 150 GTEX 1 100 100 1.0 0.001 5 6395 -73 2415.444063764673 2400.6946926334517 150 GTEX 1 100 100 1.0 0.001 5 6395 -74 2415.2726282281133 2404.106693630436 150 GTEX 1 100 100 1.0 0.001 5 6395 -75 2413.644779929418 2399.797877322585 150 GTEX 1 100 100 1.0 0.001 5 6395 -76 2412.7306536542237 2397.5793354919197 150 GTEX 1 100 100 1.0 0.001 5 6395 -77 2412.258950653834 2401.4695566851833 150 GTEX 1 100 100 1.0 0.001 5 6395 -78 2410.6070621756826 2397.6722746294267 150 GTEX 1 100 100 1.0 0.001 5 6395 -79 2409.6150183439427 2396.0573298813274 150 GTEX 1 100 100 1.0 0.001 5 6395 -80 2408.4916722696685 2394.209810554301 150 GTEX 1 100 100 1.0 0.001 5 6395 -81 2407.543130212391 2392.214503763293 150 GTEX 1 100 100 1.0 0.001 5 6395 -82 2406.159915204006 2392.2099711487053 150 GTEX 1 100 100 1.0 0.001 5 6395 -83 2405.4110575871696 2391.608108346453 150 GTEX 1 100 100 1.0 0.001 5 6395 -84 2405.12030967357 2391.477193738118 150 GTEX 1 100 100 1.0 0.001 5 6395 -85 2403.852369476702 2389.989117872579 150 GTEX 1 100 100 1.0 0.001 5 6395 -86 2403.272243049664 2388.989210933787 150 GTEX 1 100 100 1.0 0.001 5 6395 -87 2402.0715706997416 2389.851466421845 150 GTEX 1 100 100 1.0 0.001 5 6395 -88 2402.35400501516 2390.750228823818 150 GTEX 1 100 100 1.0 0.001 5 6395 -89 2401.780529002473 2387.351604969329 150 GTEX 1 100 100 1.0 0.001 5 6395 -90 2400.590550486435 2388.659272052489 150 GTEX 1 100 100 1.0 0.001 5 6395 -91 2399.9679579548942 2387.2459194632997 150 GTEX 1 100 100 1.0 0.001 5 6395 -92 2399.373700229044 2386.9856059143303 150 GTEX 1 100 100 1.0 0.001 5 6395 -93 2399.111947180213 2384.8526732006 150 GTEX 1 100 100 1.0 0.001 5 6395 -94 2398.2699356151634 2384.3725711256834 150 GTEX 1 100 100 1.0 0.001 5 6395 -95 2396.959128816918 2384.3514406617605 150 GTEX 1 100 100 1.0 0.001 5 6395 -96 2396.832319721219 2383.615817341968 150 GTEX 1 100 100 1.0 0.001 5 6395 -97 2396.606017531293 2381.950034253951 150 GTEX 1 100 100 1.0 0.001 5 6395 -98 2395.9773786058645 2382.068753666751 150 GTEX 1 100 100 1.0 0.001 5 6395 -99 2395.421116144816 2381.513121166157 150 GTEX 1 100 100 1.0 0.001 5 6395 -0 3449.2531868513647 3123.8178594901087 50 GTEX 1 100 100 0.0 0.0005 75 1963 -1 2602.639600419137 2554.858508440025 50 GTEX 1 100 100 0.0 0.0005 75 1963 -2 2504.7318482335018 2498.0976938457998 50 GTEX 1 100 100 0.0 0.0005 75 1963 -3 2462.224228941653 2457.730371279408 50 GTEX 1 100 100 0.0 0.0005 75 1963 -4 2431.2742261668 2442.492729622148 50 GTEX 1 100 100 0.0 0.0005 75 1963 -5 2409.560252678713 2417.707844897368 50 GTEX 1 100 100 0.0 0.0005 75 1963 -6 2393.7923748644557 2408.0700785705803 50 GTEX 1 100 100 0.0 0.0005 75 1963 -7 2382.548829388641 2398.6520406628742 50 GTEX 1 100 100 0.0 0.0005 75 1963 -8 2372.6397274795418 2381.032105884625 50 GTEX 1 100 100 0.0 0.0005 75 1963 -9 2363.030389795639 2379.54037603226 50 GTEX 1 100 100 0.0 0.0005 75 1963 -10 2356.077553705264 2366.291793069005 50 GTEX 1 100 100 0.0 0.0005 75 1963 -11 2348.471593759903 2360.413030704165 50 GTEX 1 100 100 0.0 0.0005 75 1963 -12 2343.4401043643797 2358.985724271477 50 GTEX 1 100 100 0.0 0.0005 75 1963 -13 2339.4752307769754 2350.0259155737585 50 GTEX 1 100 100 0.0 0.0005 75 1963 -14 2335.0021853512944 2357.0517146469524 50 GTEX 1 100 100 0.0 0.0005 75 1963 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0.0005 75 1963 -28 2298.9691595744594 2317.174868275457 50 GTEX 1 100 100 0.0 0.0005 75 1963 -29 2297.0009715595124 2311.4264004203305 50 GTEX 1 100 100 0.0 0.0005 75 1963 -30 2295.997453105504 2311.9922956459422 50 GTEX 1 100 100 0.0 0.0005 75 1963 -31 2294.545148247283 2310.5133112338112 50 GTEX 1 100 100 0.0 0.0005 75 1963 -32 2293.1211846290075 2308.948771313569 50 GTEX 1 100 100 0.0 0.0005 75 1963 -33 2292.1603529653994 2307.380958238029 50 GTEX 1 100 100 0.0 0.0005 75 1963 -34 2290.859103239791 2307.220898994475 50 GTEX 1 100 100 0.0 0.0005 75 1963 -35 2289.336729080911 2305.544205234078 50 GTEX 1 100 100 0.0 0.0005 75 1963 -36 2288.011548158447 2303.672710462215 50 GTEX 1 100 100 0.0 0.0005 75 1963 -37 2287.452107021017 2301.847258477157 50 GTEX 1 100 100 0.0 0.0005 75 1963 -38 2286.017131079713 2301.8462480320222 50 GTEX 1 100 100 0.0 0.0005 75 1963 -39 2285.3849388212006 2305.654280629901 50 GTEX 1 100 100 0.0 0.0005 75 1963 -40 2284.534921058017 2300.2667649417776 50 GTEX 1 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0.0015 100 3735 -23 2281.422465043044 2287.271080104117 50 GTEX 1 50 100 0.5 0.0015 100 3735 -24 2280.5929649951804 2283.4432103842387 50 GTEX 1 50 100 0.5 0.0015 100 3735 -25 2279.335322390442 2280.625047807005 50 GTEX 1 50 100 0.5 0.0015 100 3735 -26 2278.3237139640496 2279.404636165488 50 GTEX 1 50 100 0.5 0.0015 100 3735 -27 2278.2102918567457 2279.5496269197065 50 GTEX 1 50 100 0.5 0.0015 100 3735 -28 2276.9359734957197 2279.3267780492515 50 GTEX 1 50 100 0.5 0.0015 100 3735 -29 2275.818881181423 2277.010598302341 50 GTEX 1 50 100 0.5 0.0015 100 3735 -30 2275.8243390795824 2276.0169538490672 50 GTEX 1 50 100 0.5 0.0015 100 3735 -31 2275.505264225814 2276.561361914805 50 GTEX 1 50 100 0.5 0.0015 100 3735 -32 2275.5159453717106 2280.656903981256 50 GTEX 1 50 100 0.5 0.0015 100 3735 -33 2273.816190038423 2275.435396491801 50 GTEX 1 50 100 0.5 0.0015 100 3735 -34 2273.9184610800594 2274.9383424244 50 GTEX 1 50 100 0.5 0.0015 100 3735 -35 2273.924431732845 2273.804222426034 50 GTEX 1 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3977.2467946099687 50 GTEX 1 100 100 0.5 0.001 5 311 -1 3515.368360442648 3189.2173190388844 50 GTEX 1 100 100 0.5 0.001 5 311 -2 2973.413597222177 2788.3263589257067 50 GTEX 1 100 100 0.5 0.001 5 311 -3 2758.003859753164 2716.9132061512296 50 GTEX 1 100 100 0.5 0.001 5 311 -4 2655.4048243807024 2608.867564850433 50 GTEX 1 100 100 0.5 0.001 5 311 -5 2610.0541863244525 2584.7840910356767 50 GTEX 1 100 100 0.5 0.001 5 311 -6 2573.7530685848706 2545.0767539136764 50 GTEX 1 100 100 0.5 0.001 5 311 -7 2555.1140874272555 2565.9694733710344 50 GTEX 1 100 100 0.5 0.001 5 311 -8 2536.3703120719088 2554.8422487208145 50 GTEX 1 100 100 0.5 0.001 5 311 -9 2515.6721923802343 2501.04581257055 50 GTEX 1 100 100 0.5 0.001 5 311 -10 2503.733369296388 2505.179104765105 50 GTEX 1 100 100 0.5 0.001 5 311 -11 2491.846754654945 2486.4866476892967 50 GTEX 1 100 100 0.5 0.001 5 311 -12 2480.9215963800243 2468.0283683515772 50 GTEX 1 100 100 0.5 0.001 5 311 -13 2471.0290594394096 2461.554162551241 50 GTEX 1 100 100 0.5 0.001 5 311 -14 2465.732824667059 2459.961626292181 50 GTEX 1 100 100 0.5 0.001 5 311 -15 2460.304082937977 2446.8754286385306 50 GTEX 1 100 100 0.5 0.001 5 311 -16 2453.1106989864466 2461.3432157683287 50 GTEX 1 100 100 0.5 0.001 5 311 -17 2448.2745247213597 2439.431115444169 50 GTEX 1 100 100 0.5 0.001 5 311 -18 2443.852216885588 2433.4854267540995 50 GTEX 1 100 100 0.5 0.001 5 311 -19 2438.845128838787 2431.75824601206 50 GTEX 1 100 100 0.5 0.001 5 311 -20 2435.6926404405604 2429.351312789627 50 GTEX 1 100 100 0.5 0.001 5 311 -21 2431.3341605626783 2423.834848614247 50 GTEX 1 100 100 0.5 0.001 5 311 -22 2426.72935530164 2416.6640618037814 50 GTEX 1 100 100 0.5 0.001 5 311 -23 2424.9402309090133 2422.33262257159 50 GTEX 1 100 100 0.5 0.001 5 311 -24 2421.8293204818797 2411.964034744089 50 GTEX 1 100 100 0.5 0.001 5 311 -25 2420.062369045517 2410.9306891263664 50 GTEX 1 100 100 0.5 0.001 5 311 -26 2416.901356872062 2411.168411312901 50 GTEX 1 100 100 0.5 0.001 5 311 -27 2415.484301399351 2407.6206161441005 50 GTEX 1 100 100 0.5 0.001 5 311 -28 2411.6207073079104 2405.0104458304872 50 GTEX 1 100 100 0.5 0.001 5 311 -29 2410.240109429259 2403.1413764518475 50 GTEX 1 100 100 0.5 0.001 5 311 -30 2408.718477105092 2400.730508666528 50 GTEX 1 100 100 0.5 0.001 5 311 -31 2406.10245465643 2399.4904251388725 50 GTEX 1 100 100 0.5 0.001 5 311 -32 2404.1629453638707 2393.871414938807 50 GTEX 1 100 100 0.5 0.001 5 311 -33 2402.6863849527467 2395.203377495247 50 GTEX 1 100 100 0.5 0.001 5 311 -34 2400.837739349104 2395.4527750341613 50 GTEX 1 100 100 0.5 0.001 5 311 -35 2399.8564805139317 2391.0178108940563 50 GTEX 1 100 100 0.5 0.001 5 311 -36 2398.926925489942 2392.191058604889 50 GTEX 1 100 100 0.5 0.001 5 311 -37 2397.2540849133834 2390.5382105606136 50 GTEX 1 100 100 0.5 0.001 5 311 -38 2395.297051626085 2388.2687654096358 50 GTEX 1 100 100 0.5 0.001 5 311 -39 2393.8848193168537 2386.119536077115 50 GTEX 1 100 100 0.5 0.001 5 311 -40 2392.9779020111805 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100 0.5 0.001 5 311 -54 2379.7477206750673 2374.766704834913 50 GTEX 1 100 100 0.5 0.001 5 311 -55 2379.527926443295 2372.296125636808 50 GTEX 1 100 100 0.5 0.001 5 311 -56 2378.5050556218725 2372.203667586294 50 GTEX 1 100 100 0.5 0.001 5 311 -57 2378.617384679594 2371.986578995737 50 GTEX 1 100 100 0.5 0.001 5 311 -58 2378.0247142159524 2370.4929807249578 50 GTEX 1 100 100 0.5 0.001 5 311 -59 2376.961697154631 2370.320774324947 50 GTEX 1 100 100 0.5 0.001 5 311 -60 2376.2278436000133 2369.486569016605 50 GTEX 1 100 100 0.5 0.001 5 311 -61 2375.9559435128685 2369.2488120191447 50 GTEX 1 100 100 0.5 0.001 5 311 -62 2375.0190504474426 2369.4421110552075 50 GTEX 1 100 100 0.5 0.001 5 311 -63 2375.370436966073 2367.7561276512 50 GTEX 1 100 100 0.5 0.001 5 311 -64 2374.94380783866 2369.7151319844643 50 GTEX 1 100 100 0.5 0.001 5 311 -65 2373.495933138633 2369.207606790637 50 GTEX 1 100 100 0.5 0.001 5 311 -66 2373.3994539316673 2366.7674518773765 50 GTEX 1 100 100 0.5 0.001 5 311 -67 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4833.4166601335555 6270.628412399002 150 GTEX 1 50 100 1.0 0.0025 5 5480 -1 3764.457995588706 3053.0964745351125 150 GTEX 1 50 100 1.0 0.0025 5 5480 -2 3094.4457650640466 2761.503652594389 150 GTEX 1 50 100 1.0 0.0025 5 5480 -3 2799.160654176185 2724.1874705267496 150 GTEX 1 50 100 1.0 0.0025 5 5480 -4 2675.354414357521 2682.6169709760425 150 GTEX 1 50 100 1.0 0.0025 5 5480 -5 2620.213749256257 2734.6281733639794 150 GTEX 1 50 100 1.0 0.0025 5 5480 -6 2581.40087542479 2696.951647160171 150 GTEX 1 50 100 1.0 0.0025 5 5480 -7 2559.4502175164803 2585.578798011229 150 GTEX 1 50 100 1.0 0.0025 5 5480 -8 2543.2797613275884 2560.890113511466 150 GTEX 1 50 100 1.0 0.0025 5 5480 -9 2530.183047134949 2564.691104787384 150 GTEX 1 50 100 1.0 0.0025 5 5480 -10 2517.693193244874 2548.382428419454 150 GTEX 1 50 100 1.0 0.0025 5 5480 -11 2505.7856672767903 2529.3901729221125 150 GTEX 1 50 100 1.0 0.0025 5 5480 -12 2494.357133481147 2533.833181867128 150 GTEX 1 50 100 1.0 0.0025 5 5480 -13 2489.1233816367458 2544.5448271892824 150 GTEX 1 50 100 1.0 0.0025 5 5480 -14 2481.300072837307 2523.3346620276848 150 GTEX 1 50 100 1.0 0.0025 5 5480 -15 2473.860388646499 2511.1853623770944 150 GTEX 1 50 100 1.0 0.0025 5 5480 -16 2470.259628352311 2495.0557603727275 150 GTEX 1 50 100 1.0 0.0025 5 5480 -17 2462.83593566901 2494.6841750924577 150 GTEX 1 50 100 1.0 0.0025 5 5480 -18 2460.487256050211 2486.3269254155034 150 GTEX 1 50 100 1.0 0.0025 5 5480 -19 2454.2509031939485 2483.2765122330234 150 GTEX 1 50 100 1.0 0.0025 5 5480 -20 2452.116406337681 2477.6437881527745 150 GTEX 1 50 100 1.0 0.0025 5 5480 -21 2447.836533293901 2477.4424447759475 150 GTEX 1 50 100 1.0 0.0025 5 5480 -22 2443.783875330507 2466.6153378794857 150 GTEX 1 50 100 1.0 0.0025 5 5480 -23 2440.0658308033003 2470.69461071174 150 GTEX 1 50 100 1.0 0.0025 5 5480 -24 2437.1852842439525 2466.9635750077978 150 GTEX 1 50 100 1.0 0.0025 5 5480 -25 2434.776304933833 2465.0921793310363 150 GTEX 1 50 100 1.0 0.0025 5 5480 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2408.354548509791 2436.2865537926277 150 GTEX 1 50 100 1.0 0.0025 5 5480 -40 2407.3204835815363 2434.8050056718603 150 GTEX 1 50 100 1.0 0.0025 5 5480 -41 2406.228104709534 2432.285746179153 150 GTEX 1 50 100 1.0 0.0025 5 5480 -42 2404.916503596787 2437.173110091641 150 GTEX 1 50 100 1.0 0.0025 5 5480 -43 2403.835116855343 2432.083140558163 150 GTEX 1 50 100 1.0 0.0025 5 5480 -44 2402.627542291232 2432.38838155188 150 GTEX 1 50 100 1.0 0.0025 5 5480 -45 2401.198456645453 2432.9514652150665 150 GTEX 1 50 100 1.0 0.0025 5 5480 -46 2400.3319048858866 2431.8317464966285 150 GTEX 1 50 100 1.0 0.0025 5 5480 -47 2399.0020388462885 2430.884198671058 150 GTEX 1 50 100 1.0 0.0025 5 5480 -48 2396.7514678868038 2429.4835386094933 150 GTEX 1 50 100 1.0 0.0025 5 5480 -49 2396.5390299032165 2430.1142230015744 150 GTEX 1 50 100 1.0 0.0025 5 5480 -0 4816.140037174775 5405.822000133674 150 GTEX 1 100 100 0.5 0.0025 5 210 -1 3663.15937328248 2967.887169899596 150 GTEX 1 100 100 0.5 0.0025 5 210 -2 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2461.547122518931 2467.504889774685 150 GTEX 1 50 100 0.5 0.0015 5 8438 -33 2456.114357769093 2460.5766896295004 150 GTEX 1 50 100 0.5 0.0015 5 8438 -34 2454.23014249849 2454.877849158225 150 GTEX 1 50 100 0.5 0.0015 5 8438 -35 2453.086311795662 2448.1126035973152 150 GTEX 1 50 100 0.5 0.0015 5 8438 -36 2450.5649301882113 2449.1792024677693 150 GTEX 1 50 100 0.5 0.0015 5 8438 -37 2446.720200427925 2450.285728541617 150 GTEX 1 50 100 0.5 0.0015 5 8438 -38 2443.1572586693 2448.2486119723594 150 GTEX 1 50 100 0.5 0.0015 5 8438 -39 2443.4903231393428 2450.537531747564 150 GTEX 1 50 100 0.5 0.0015 5 8438 -40 2440.950856764163 2443.776769833873 150 GTEX 1 50 100 0.5 0.0015 5 8438 -41 2436.2402733415665 2441.06647819258 150 GTEX 1 50 100 0.5 0.0015 5 8438 -42 2435.961604444633 2444.319330831898 150 GTEX 1 50 100 0.5 0.0015 5 8438 -43 2433.066029323901 2452.1201148667715 150 GTEX 1 50 100 0.5 0.0015 5 8438 -44 2432.1156028940172 2435.245821064416 150 GTEX 1 50 100 0.5 0.0015 5 8438 -45 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0.0 0.001 100 7538 -21 2323.219306595237 2316.644627328155 150 GTEX 1 100 100 0.0 0.001 100 7538 -22 2319.5457845550663 2312.59205285134 150 GTEX 1 100 100 0.0 0.001 100 7538 -23 2318.924098286317 2310.337345253832 150 GTEX 1 100 100 0.0 0.001 100 7538 -24 2316.142153309481 2310.562564980395 150 GTEX 1 100 100 0.0 0.001 100 7538 -25 2315.2896421244527 2308.76728780188 150 GTEX 1 100 100 0.0 0.001 100 7538 -26 2313.184444025753 2304.328704717948 150 GTEX 1 100 100 0.0 0.001 100 7538 -27 2311.5686807008888 2308.562676375357 150 GTEX 1 100 100 0.0 0.001 100 7538 -28 2309.2836457862263 2300.4352094410942 150 GTEX 1 100 100 0.0 0.001 100 7538 -29 2308.9456127823955 2298.279961763679 150 GTEX 1 100 100 0.0 0.001 100 7538 -30 2307.749157563981 2300.218848863029 150 GTEX 1 100 100 0.0 0.001 100 7538 -31 2305.471944639521 2296.230809897071 150 GTEX 1 100 100 0.0 0.001 100 7538 -32 2304.990738052041 2297.551760597374 150 GTEX 1 100 100 0.0 0.001 100 7538 -33 2303.2006736393523 2293.198858805029 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2291.507807961207 2283.165583041231 150 GTEX 1 100 100 0.0 0.001 100 7538 -47 2290.2001447668545 2289.4589609356435 150 GTEX 1 100 100 0.0 0.001 100 7538 -48 2289.6410507954847 2281.999069619995 150 GTEX 1 100 100 0.0 0.001 100 7538 -49 2289.286924316045 2282.224232720785 150 GTEX 1 100 100 0.0 0.001 100 7538 -50 2288.8381406970016 2284.2792629923656 150 GTEX 1 100 100 0.0 0.001 100 7538 -51 2287.9360820141264 2281.735003685317 150 GTEX 1 100 100 0.0 0.001 100 7538 -52 2287.1348763870137 2278.3631833152626 150 GTEX 1 100 100 0.0 0.001 100 7538 -53 2286.449574452085 2278.391705995277 150 GTEX 1 100 100 0.0 0.001 100 7538 -54 2285.744940690359 2281.4149202412077 150 GTEX 1 100 100 0.0 0.001 100 7538 -55 2284.9604393159298 2278.2356277291765 150 GTEX 1 100 100 0.0 0.001 100 7538 -56 2284.341873518704 2279.391036000995 150 GTEX 1 100 100 0.0 0.001 100 7538 -57 2284.0492308912703 2279.426912605082 150 GTEX 1 100 100 0.0 0.001 100 7538 -58 2283.1211026212763 2279.8829218063065 150 GTEX 1 100 100 0.0 0.001 100 7538 -59 2282.640995917356 2273.620473419305 150 GTEX 1 100 100 0.0 0.001 100 7538 -60 2282.2750020940343 2276.16622170568 150 GTEX 1 100 100 0.0 0.001 100 7538 -61 2282.184880858756 2273.0451940964385 150 GTEX 1 100 100 0.0 0.001 100 7538 -62 2281.0095396653337 2274.4434076461507 150 GTEX 1 100 100 0.0 0.001 100 7538 -63 2280.3866953081674 2274.457688944421 150 GTEX 1 100 100 0.0 0.001 100 7538 -64 2280.669366337095 2272.6815668258373 150 GTEX 1 100 100 0.0 0.001 100 7538 -65 2279.441231712792 2273.077817039345 150 GTEX 1 100 100 0.0 0.001 100 7538 -66 2279.743687519393 2273.6146720625147 150 GTEX 1 100 100 0.0 0.001 100 7538 -67 2279.4659270772822 2270.8498727776705 150 GTEX 1 100 100 0.0 0.001 100 7538 -68 2278.4974394246537 2273.187375144813 150 GTEX 1 100 100 0.0 0.001 100 7538 -69 2278.226482297471 2272.012499675098 150 GTEX 1 100 100 0.0 0.001 100 7538 -70 2277.8623728983325 2269.212343861395 150 GTEX 1 100 100 0.0 0.001 100 7538 -71 2277.0426075291557 2268.9682719299553 150 GTEX 1 100 100 0.0 0.001 100 7538 -72 2276.8317475238823 2270.842014559321 150 GTEX 1 100 100 0.0 0.001 100 7538 -73 2276.0293123739452 2266.8917992885576 150 GTEX 1 100 100 0.0 0.001 100 7538 -74 2275.9028903392623 2268.5001148760543 150 GTEX 1 100 100 0.0 0.001 100 7538 -75 2275.8448395165437 2268.3029139993764 150 GTEX 1 100 100 0.0 0.001 100 7538 -76 2275.6612642827554 2272.3334626752608 150 GTEX 1 100 100 0.0 0.001 100 7538 -77 2275.6360214264027 2267.4501572525546 150 GTEX 1 100 100 0.0 0.001 100 7538 -78 2274.323554074763 2265.992763968928 150 GTEX 1 100 100 0.0 0.001 100 7538 -79 2273.482522373153 2266.4790756167567 150 GTEX 1 100 100 0.0 0.001 100 7538 -80 2273.689310153032 2267.018870306559 150 GTEX 1 100 100 0.0 0.001 100 7538 -81 2273.4943840435444 2265.9755543755937 150 GTEX 1 100 100 0.0 0.001 100 7538 -82 2273.075729574814 2264.976539292716 150 GTEX 1 100 100 0.0 0.001 100 7538 -83 2272.839411146326 2266.2442413446115 150 GTEX 1 100 100 0.0 0.001 100 7538 -84 2272.505176905633 2265.702669673093 150 GTEX 1 100 100 0.0 0.001 100 7538 -85 2272.854761961988 2264.2704110381273 150 GTEX 1 100 100 0.0 0.001 100 7538 -86 2271.909345533952 2263.809610693174 150 GTEX 1 100 100 0.0 0.001 100 7538 -87 2271.422798076955 2264.020540998916 150 GTEX 1 100 100 0.0 0.001 100 7538 -88 2271.5391716115437 2262.8113020400133 150 GTEX 1 100 100 0.0 0.001 100 7538 -89 2270.8793005318225 2262.997699229889 150 GTEX 1 100 100 0.0 0.001 100 7538 -90 2271.029086826897 2263.711518146239 150 GTEX 1 100 100 0.0 0.001 100 7538 -91 2270.446494958639 2263.135289645467 150 GTEX 1 100 100 0.0 0.001 100 7538 -92 2269.966124772648 2263.031935311089 150 GTEX 1 100 100 0.0 0.001 100 7538 -93 2269.8916645640365 2264.0777109820583 150 GTEX 1 100 100 0.0 0.001 100 7538 -94 2269.624993320754 2263.385479481048 150 GTEX 1 100 100 0.0 0.001 100 7538 -95 2270.03467567954 2264.1069584255442 150 GTEX 1 100 100 0.0 0.001 100 7538 -96 2269.418304053307 2261.005986782988 150 GTEX 1 100 100 0.0 0.001 100 7538 -97 2269.011644685156 2264.480516557005 150 GTEX 1 100 100 0.0 0.001 100 7538 -98 2268.667568433646 2261.344686181826 150 GTEX 1 100 100 0.0 0.001 100 7538 -99 2268.009404120481 2261.2021484375 150 GTEX 1 100 100 0.0 0.001 100 7538 -0 3152.0534295581438 3246.4303753638897 100 GTEX 1 100 100 1.0 0.0015 75 8033 -1 2519.331743913479 2506.116666728553 100 GTEX 1 100 100 1.0 0.0015 75 8033 -2 2450.613328056299 2492.548324062797 100 GTEX 1 100 100 1.0 0.0015 75 8033 -3 2413.062316282052 2401.2091523957347 100 GTEX 1 100 100 1.0 0.0015 75 8033 -4 2389.7151397257003 2384.9142518714348 100 GTEX 1 100 100 1.0 0.0015 75 8033 -5 2375.9238146117764 2385.614399841077 100 GTEX 1 100 100 1.0 0.0015 75 8033 -6 2363.967325128572 2351.316702374941 100 GTEX 1 100 100 1.0 0.0015 75 8033 -7 2356.2191029942833 2343.982614031309 100 GTEX 1 100 100 1.0 0.0015 75 8033 -8 2348.8895467530715 2339.279945750653 100 GTEX 1 100 100 1.0 0.0015 75 8033 -9 2342.136765711031 2331.8990213952593 100 GTEX 1 100 100 1.0 0.0015 75 8033 -10 2336.5981065962274 2327.566363548598 100 GTEX 1 100 100 1.0 0.0015 75 8033 -11 2332.721691369733 2328.940034235385 100 GTEX 1 100 100 1.0 0.0015 75 8033 -12 2328.272232244243 2319.1582096230395 100 GTEX 1 100 100 1.0 0.0015 75 8033 -13 2323.630344299401 2315.934490479444 100 GTEX 1 100 100 1.0 0.0015 75 8033 -14 2320.4142552181675 2312.1242211635576 100 GTEX 1 100 100 1.0 0.0015 75 8033 -15 2318.186866812637 2319.9820570565 100 GTEX 1 100 100 1.0 0.0015 75 8033 -16 2314.694196885398 2308.722857689223 100 GTEX 1 100 100 1.0 0.0015 75 8033 -17 2312.709029040846 2306.192460788973 100 GTEX 1 100 100 1.0 0.0015 75 8033 -18 2311.0421582402605 2303.430886852424 100 GTEX 1 100 100 1.0 0.0015 75 8033 -19 2308.0661708001307 2306.11823275606 100 GTEX 1 100 100 1.0 0.0015 75 8033 -20 2306.1981702631097 2305.9278949694035 100 GTEX 1 100 100 1.0 0.0015 75 8033 -21 2303.8615027137853 2303.4534499019724 100 GTEX 1 100 100 1.0 0.0015 75 8033 -22 2302.3192287085235 2298.885695772933 100 GTEX 1 100 100 1.0 0.0015 75 8033 -23 2300.674686962566 2292.6335133599687 100 GTEX 1 100 100 1.0 0.0015 75 8033 -24 2299.465660629522 2293.384124175677 100 GTEX 1 100 100 1.0 0.0015 75 8033 -25 2297.6893888598224 2293.5046795166945 100 GTEX 1 100 100 1.0 0.0015 75 8033 -26 2295.937628066161 2289.501542820223 100 GTEX 1 100 100 1.0 0.0015 75 8033 -27 2294.2498165657266 2291.001242982117 100 GTEX 1 100 100 1.0 0.0015 75 8033 -28 2293.713043499789 2294.364111142467 100 GTEX 1 100 100 1.0 0.0015 75 8033 -29 2292.6560780158625 2286.4548887535652 100 GTEX 1 100 100 1.0 0.0015 75 8033 -30 2291.1270635775504 2284.262252517526 100 GTEX 1 100 100 1.0 0.0015 75 8033 -31 2289.9561202421073 2284.6107135961265 100 GTEX 1 100 100 1.0 0.0015 75 8033 -32 2289.1794611792943 2293.754496643299 100 GTEX 1 100 100 1.0 0.0015 75 8033 -33 2288.493312785325 2283.4254034354212 100 GTEX 1 100 100 1.0 0.0015 75 8033 -34 2286.5430790993964 2282.3479273110747 100 GTEX 1 100 100 1.0 0.0015 75 8033 -35 2286.4092162557267 2279.609940329432 100 GTEX 1 100 100 1.0 0.0015 75 8033 -36 2285.5927801425346 2284.1576656443085 100 GTEX 1 100 100 1.0 0.0015 75 8033 -37 2284.475920905555 2277.878402187797 100 GTEX 1 100 100 1.0 0.0015 75 8033 -38 2283.416798798829 2277.716462690114 100 GTEX 1 100 100 1.0 0.0015 75 8033 -39 2282.7739764558387 2277.957946545271 100 GTEX 1 100 100 1.0 0.0015 75 8033 -40 2282.4391517079066 2280.225043815352 100 GTEX 1 100 100 1.0 0.0015 75 8033 -41 2281.907165185645 2280.820787785171 100 GTEX 1 100 100 1.0 0.0015 75 8033 -42 2281.338166846637 2276.8252389421937 100 GTEX 1 100 100 1.0 0.0015 75 8033 -43 2280.157845540348 2274.6442341967677 100 GTEX 1 100 100 1.0 0.0015 75 8033 -44 2279.707704538628 2277.2127829432034 100 GTEX 1 100 100 1.0 0.0015 75 8033 -45 2278.7852682756547 2274.961489833353 100 GTEX 1 100 100 1.0 0.0015 75 8033 -46 2278.6600686461443 2274.876640290815 100 GTEX 1 100 100 1.0 0.0015 75 8033 -47 2277.9759874917067 2272.6417352364538 100 GTEX 1 100 100 1.0 0.0015 75 8033 -48 2278.2755371042167 2280.8994549073195 100 GTEX 1 100 100 1.0 0.0015 75 8033 -49 2276.6664974075243 2272.4407091031962 100 GTEX 1 100 100 1.0 0.0015 75 8033 -50 2276.157583682958 2276.829857191659 100 GTEX 1 100 100 1.0 0.0015 75 8033 -51 2276.0629539050533 2270.476334140328 100 GTEX 1 100 100 1.0 0.0015 75 8033 -52 2275.135986998629 2270.9337199976235 100 GTEX 1 100 100 1.0 0.0015 75 8033 -53 2275.0266897770302 2270.65835443649 100 GTEX 1 100 100 1.0 0.0015 75 8033 -54 2274.6524845815147 2271.4419019575807 100 GTEX 1 100 100 1.0 0.0015 75 8033 -55 2274.288004883947 2270.85400390625 100 GTEX 1 100 100 1.0 0.0015 75 8033 -56 2273.420805392251 2269.31455616534 100 GTEX 1 100 100 1.0 0.0015 75 8033 -57 2273.366043440579 2268.845401430311 100 GTEX 1 100 100 1.0 0.0015 75 8033 -58 2272.423411742352 2269.0788694896623 100 GTEX 1 100 100 1.0 0.0015 75 8033 -59 2272.4871051353557 2269.238492900428 100 GTEX 1 100 100 1.0 0.0015 75 8033 -60 2272.3486053992237 2266.2741810613707 100 GTEX 1 100 100 1.0 0.0015 75 8033 -61 2271.892119474845 2268.501140870069 100 GTEX 1 100 100 1.0 0.0015 75 8033 -62 2271.6925433465008 2265.955899662845 100 GTEX 1 100 100 1.0 0.0015 75 8033 -63 2272.0960990315043 2265.924912369297 100 GTEX 1 100 100 1.0 0.0015 75 8033 -64 2270.6141029262008 2265.7480459467088 100 GTEX 1 100 100 1.0 0.0015 75 8033 -65 2270.7632384718795 2266.095581518833 100 GTEX 1 100 100 1.0 0.0015 75 8033 -66 2269.709389023838 2267.0970064460557 100 GTEX 1 100 100 1.0 0.0015 75 8033 -67 2271.046950637948 2265.0012569064875 100 GTEX 1 100 100 1.0 0.0015 75 8033 -68 2269.9020091171965 2264.447751121376 100 GTEX 1 100 100 1.0 0.0015 75 8033 -69 2269.3051643311137 2266.172731812916 100 GTEX 1 100 100 1.0 0.0015 75 8033 -70 2269.509491337508 2264.053657096602 100 GTEX 1 100 100 1.0 0.0015 75 8033 -71 2268.9673115121936 2267.342058653161 100 GTEX 1 100 100 1.0 0.0015 75 8033 -72 2269.483196177553 2263.642177103137 100 GTEX 1 100 100 1.0 0.0015 75 8033 -73 2268.517449981473 2265.133653531963 100 GTEX 1 100 100 1.0 0.0015 75 8033 -74 2267.771735555911 2264.738693411359 100 GTEX 1 100 100 1.0 0.0015 75 8033 -75 2267.999448743002 2263.959246153161 100 GTEX 1 100 100 1.0 0.0015 75 8033 -76 2267.291162078429 2262.348423018655 100 GTEX 1 100 100 1.0 0.0015 75 8033 -77 2267.619166929367 2263.5344228998333 100 GTEX 1 100 100 1.0 0.0015 75 8033 -78 2268.0979559392576 2261.611822904289 100 GTEX 1 100 100 1.0 0.0015 75 8033 -79 2266.7177543281514 2261.7674834392824 100 GTEX 1 100 100 1.0 0.0015 75 8033 -80 2267.092562770471 2261.347544855038 100 GTEX 1 100 100 1.0 0.0015 75 8033 -81 2266.7844696544576 2262.7352949367278 100 GTEX 1 100 100 1.0 0.0015 75 8033 -82 2266.3541347575792 2260.7264436787077 100 GTEX 1 100 100 1.0 0.0015 75 8033 -83 2266.396977556083 2265.937945579848 100 GTEX 1 100 100 1.0 0.0015 75 8033 -84 2266.381663411802 2262.0345083026377 100 GTEX 1 100 100 1.0 0.0015 75 8033 -85 2265.774987471901 2261.191251225345 100 GTEX 1 100 100 1.0 0.0015 75 8033 -86 2265.912017748124 2261.2378997222554 100 GTEX 1 100 100 1.0 0.0015 75 8033 -87 2265.6024372233396 2260.7078286522697 100 GTEX 1 100 100 1.0 0.0015 75 8033 -88 2265.4698395165437 2265.902487635159 100 GTEX 1 100 100 1.0 0.0015 75 8033 -89 2265.176758895621 2261.8725288884266 100 GTEX 1 100 100 1.0 0.0015 75 8033 -90 2265.399376926924 2260.2820139837813 100 GTEX 1 100 100 1.0 0.0015 75 8033 -91 2264.8726162312587 2263.277430081096 100 GTEX 1 100 100 1.0 0.0015 75 8033 -92 2265.25513254925 2263.4099798746433 100 GTEX 1 100 100 1.0 0.0015 75 8033 -93 2265.111990015069 2259.544894954551 100 GTEX 1 100 100 1.0 0.0015 75 8033 -94 2264.905903788117 2263.1036790042776 100 GTEX 1 100 100 1.0 0.0015 75 8033 -95 2265.232878952051 2258.840793392051 100 GTEX 1 100 100 1.0 0.0015 75 8033 -96 2264.8420775580635 2259.867334170033 100 GTEX 1 100 100 1.0 0.0015 75 8033 -97 2263.6710117010075 2260.463473591968 100 GTEX 1 100 100 1.0 0.0015 75 8033 -98 2264.4694828860697 2261.0214955144957 100 GTEX 1 100 100 1.0 0.0015 75 8033 -99 2263.890505340921 2260.843788059945 100 GTEX 1 100 100 1.0 0.0015 75 8033 -0 3630.088327586947 3392.1852331125237 100 GTEX 1 100 100 0.5 0.002 25 8114 -1 2655.5806396458593 2639.3881520318437 100 GTEX 1 100 100 0.5 0.002 25 8114 -2 2541.36904649663 2519.0894399432627 100 GTEX 1 100 100 0.5 0.002 25 8114 -3 2491.543631826344 2476.4095315099216 100 GTEX 1 100 100 0.5 0.002 25 8114 -4 2461.2680751743724 2455.0156305697487 100 GTEX 1 100 100 0.5 0.002 25 8114 -5 2439.283819446622 2414.5389678142824 100 GTEX 1 100 100 0.5 0.002 25 8114 -6 2423.578719942877 2408.534322644368 100 GTEX 1 100 100 0.5 0.002 25 8114 -7 2410.8984854925743 2402.9563554538972 100 GTEX 1 100 100 0.5 0.002 25 8114 -8 2401.4842831668147 2379.608820810064 100 GTEX 1 100 100 0.5 0.002 25 8114 -9 2391.440543673088 2372.9219316257722 100 GTEX 1 100 100 0.5 0.002 25 8114 -10 2383.134900112521 2365.0166368375712 100 GTEX 1 100 100 0.5 0.002 25 8114 -11 2375.6127419846985 2356.933615100701 100 GTEX 1 100 100 0.5 0.002 25 8114 -12 2368.9673727858944 2353.6985698743465 100 GTEX 1 100 100 0.5 0.002 25 8114 -13 2364.494621711232 2345.7840423003804 100 GTEX 1 100 100 0.5 0.002 25 8114 -14 2359.735466631209 2341.8584299994063 100 GTEX 1 100 100 0.5 0.002 25 8114 -15 2353.564853931337 2342.8172064371433 100 GTEX 1 100 100 0.5 0.002 25 8114 -16 2351.4308836265946 2338.9173402967567 100 GTEX 1 100 100 0.5 0.002 25 8114 -17 2347.6811842442416 2331.3939566376544 100 GTEX 1 100 100 0.5 0.002 25 8114 -18 2343.2371943638927 2327.6091587081155 100 GTEX 1 100 100 0.5 0.002 25 8114 -19 2339.936431526949 2326.063868301449 100 GTEX 1 100 100 0.5 0.002 25 8114 -20 2337.262704415874 2323.9785722507722 100 GTEX 1 100 100 0.5 0.002 25 8114 -21 2334.2574859648153 2322.8291303395317 100 GTEX 1 100 100 0.5 0.002 25 8114 -22 2331.939587199903 2321.460867878149 100 GTEX 1 100 100 0.5 0.002 25 8114 -23 2330.3508947559203 2316.4396527076397 100 GTEX 1 100 100 0.5 0.002 25 8114 -24 2327.515895677089 2317.618613355513 100 GTEX 1 100 100 0.5 0.002 25 8114 -25 2325.1657754300304 2317.8522568619296 100 GTEX 1 100 100 0.5 0.002 25 8114 -26 2323.589748229045 2320.551604644427 100 GTEX 1 100 100 0.5 0.002 25 8114 -27 2322.317604697568 2312.4511468111336 100 GTEX 1 100 100 0.5 0.002 25 8114 -28 2320.009062395814 2310.0780646610624 100 GTEX 1 100 100 0.5 0.002 25 8114 -29 2318.321055031004 2307.037167857355 100 GTEX 1 100 100 0.5 0.002 25 8114 -30 2317.4696794725264 2306.339510493405 100 GTEX 1 100 100 0.5 0.002 25 8114 -31 2315.702557883016 2303.9327220844225 100 GTEX 1 100 100 0.5 0.002 25 8114 -32 2314.3932711161137 2302.5425538037666 100 GTEX 1 100 100 0.5 0.002 25 8114 -33 2313.29134316594 2304.360449961383 100 GTEX 1 100 100 0.5 0.002 25 8114 -34 2312.1790639833603 2301.276258577412 100 GTEX 1 100 100 0.5 0.002 25 8114 -35 2310.6736979441744 2301.2963690812144 100 GTEX 1 100 100 0.5 0.002 25 8114 -36 2309.5140738160353 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2299.480226646674 2293.422221252673 100 GTEX 1 100 100 0.5 0.002 25 8114 -50 2299.3804454422684 2287.9405104488474 100 GTEX 1 100 100 0.5 0.002 25 8114 -51 2298.384959374712 2287.7919392748927 100 GTEX 1 100 100 0.5 0.002 25 8114 -52 2297.4899365940987 2287.936560569154 100 GTEX 1 100 100 0.5 0.002 25 8114 -53 2297.090228051637 2288.208010597374 100 GTEX 1 100 100 0.5 0.002 25 8114 -54 2296.637163835354 2285.913498098859 100 GTEX 1 100 100 0.5 0.002 25 8114 -55 2295.628284177521 2287.118944755525 100 GTEX 1 100 100 0.5 0.002 25 8114 -56 2295.3434127109713 2286.266122564164 100 GTEX 1 100 100 0.5 0.002 25 8114 -57 2295.169504770271 2285.278324953957 100 GTEX 1 100 100 0.5 0.002 25 8114 -58 2294.557687126169 2285.1844069332224 100 GTEX 1 100 100 0.5 0.002 25 8114 -59 2294.53059125614 2284.478617737049 100 GTEX 1 100 100 0.5 0.002 25 8114 -60 2293.694191366639 2283.3663715319035 100 GTEX 1 100 100 0.5 0.002 25 8114 -61 2293.222434235989 2283.3052481879754 100 GTEX 1 100 100 0.5 0.002 25 8114 -62 2293.1077127961357 2283.4399609003685 100 GTEX 1 100 100 0.5 0.002 25 8114 -63 2292.81839406066 2287.2160496004635 100 GTEX 1 100 100 0.5 0.002 25 8114 -64 2291.704140606432 2282.430458910112 100 GTEX 1 100 100 0.5 0.002 25 8114 -65 2291.497505108205 2282.283379500357 100 GTEX 1 100 100 0.5 0.002 25 8114 -66 2291.529730303909 2284.6168310361213 100 GTEX 1 100 100 0.5 0.002 25 8114 -67 2291.315713026789 2281.3335926360505 100 GTEX 1 100 100 0.5 0.002 25 8114 -68 2290.2807809054643 2284.0663468393536 100 GTEX 1 100 100 0.5 0.002 25 8114 -69 2290.7455368453 2281.741643521269 100 GTEX 1 100 100 0.5 0.002 25 8114 -70 2289.7037802366112 2279.597130837096 100 GTEX 1 100 100 0.5 0.002 25 8114 -71 2289.202509065207 2279.884265275963 100 GTEX 1 100 100 0.5 0.002 25 8114 -72 2290.006457541452 2279.690332216908 100 GTEX 1 100 100 0.5 0.002 25 8114 -73 2289.5223433672973 2278.9554067401377 100 GTEX 1 100 100 0.5 0.002 25 8114 -74 2289.214729016542 2279.3917909339348 100 GTEX 1 100 100 0.5 0.002 25 8114 -75 2288.244411740495 2279.140248113712 100 GTEX 1 100 100 0.5 0.002 25 8114 -76 2288.808595684145 2280.176937901022 100 GTEX 1 100 100 0.5 0.002 25 8114 -77 2289.063282554903 2277.508035289924 100 GTEX 1 100 100 0.5 0.002 25 8114 -78 2287.579597967157 2283.0043843200447 100 GTEX 1 100 100 0.5 0.002 25 8114 -79 2288.332699974046 2282.085178157676 100 GTEX 1 100 100 0.5 0.002 25 8114 -80 2288.2371954985906 2283.3590138946647 100 GTEX 1 100 100 0.5 0.002 25 8114 -81 2288.0939439818085 2277.403060390922 100 GTEX 1 100 100 0.5 0.002 25 8114 -82 2286.9451253779566 2280.771549355395 100 GTEX 1 100 100 0.5 0.002 25 8114 -83 2286.5105552717664 2277.892830620247 100 GTEX 1 100 100 0.5 0.002 25 8114 -84 2286.356574255473 2276.49552285082 100 GTEX 1 100 100 0.5 0.002 25 8114 -85 2286.503766450029 2277.4787894709484 100 GTEX 1 100 100 0.5 0.002 25 8114 -86 2286.474256973855 2276.7423870826397 100 GTEX 1 100 100 0.5 0.002 25 8114 -87 2285.7065494416875 2276.3000850314875 100 GTEX 1 100 100 0.5 0.002 25 8114 -88 2286.165964228331 2278.0207640209123 100 GTEX 1 100 100 0.5 0.002 25 8114 -89 2285.727908974101 2275.310199694035 100 GTEX 1 100 100 0.5 0.002 25 8114 -90 2285.5786084072056 2274.9335306261883 100 GTEX 1 100 100 0.5 0.002 25 8114 -91 2285.9079411386674 2280.4223150101 100 GTEX 1 100 100 0.5 0.002 25 8114 -92 2285.4320229151267 2277.424906799549 100 GTEX 1 100 100 0.5 0.002 25 8114 -93 2284.551241627991 2275.625055697481 100 GTEX 1 100 100 0.5 0.002 25 8114 -94 2284.4800544304394 2274.7011653769605 100 GTEX 1 100 100 0.5 0.002 25 8114 -95 2284.912228105689 2277.604680630644 100 GTEX 1 100 100 0.5 0.002 25 8114 -96 2284.329038509386 2274.588755792538 100 GTEX 1 100 100 0.5 0.002 25 8114 -97 2284.167886071765 2274.673919097552 100 GTEX 1 100 100 0.5 0.002 25 8114 -98 2284.279715759142 2274.169066918667 100 GTEX 1 100 100 0.5 0.002 25 8114 -99 2283.756782632475 2274.4552758510576 100 GTEX 1 100 100 0.5 0.002 25 8114 -0 3901.5716294977374 4081.109655343988 150 GTEX 1 50 100 0.5 0.0005 125 4534 -1 2754.245166985276 3367.776216340156 150 GTEX 1 50 100 0.5 0.0005 125 4534 -2 2580.4660541892645 2771.571529025814 150 GTEX 1 50 100 0.5 0.0005 125 4534 -3 2514.950944548539 2687.579811705383 150 GTEX 1 50 100 0.5 0.0005 125 4534 -4 2474.580901735345 2520.893662369297 150 GTEX 1 50 100 0.5 0.0005 125 4534 -5 2448.666122699245 2490.487805036537 150 GTEX 1 50 100 0.5 0.0005 125 4534 -6 2430.246615840097 2504.177961342235 150 GTEX 1 50 100 0.5 0.0005 125 4534 -7 2414.39388222844 2443.2651051568437 150 GTEX 1 50 100 0.5 0.0005 125 4534 -8 2401.882472038975 2443.789951803113 150 GTEX 1 50 100 0.5 0.0005 125 4534 -9 2392.603967724852 2428.0252188911004 150 GTEX 1 50 100 0.5 0.0005 125 4534 -10 2381.402308858032 2416.018492956125 150 GTEX 1 50 100 0.5 0.0005 125 4534 -11 2375.0718159234875 2396.042924192015 150 GTEX 1 50 100 0.5 0.0005 125 4534 -12 2368.81147608964 2394.836908492752 150 GTEX 1 50 100 0.5 0.0005 125 4534 -13 2364.3305302764293 2390.4735761867278 150 GTEX 1 50 100 0.5 0.0005 125 4534 -14 2358.0609424978297 2394.265900934604 150 GTEX 1 50 100 0.5 0.0005 125 4534 -15 2354.291447403439 2377.4151964078837 150 GTEX 1 50 100 0.5 0.0005 125 4534 -16 2351.529503157968 2382.7714504923656 150 GTEX 1 50 100 0.5 0.0005 125 4534 -17 2346.711170886781 2372.6419851789 150 GTEX 1 50 100 0.5 0.0005 125 4534 -18 2342.6762314672837 2370.3623840564105 150 GTEX 1 50 100 0.5 0.0005 125 4534 -19 2340.643372181616 2366.5012012090065 150 GTEX 1 50 100 0.5 0.0005 125 4534 -20 2338.2552009148144 2362.8457126399867 150 GTEX 1 50 100 0.5 0.0005 125 4534 -21 2335.9395152497245 2370.798472589413 150 GTEX 1 50 100 0.5 0.0005 125 4534 -22 2332.955248690765 2389.3879670697925 150 GTEX 1 50 100 0.5 0.0005 125 4534 -23 2331.634075470632 2353.666207781309 150 GTEX 1 50 100 0.5 0.0005 125 4534 -24 2328.8454464253296 2352.3274907449354 150 GTEX 1 50 100 0.5 0.0005 125 4534 -25 2326.9839315393274 2350.7289106129692 150 GTEX 1 50 100 0.5 0.0005 125 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GTEX 1 50 100 0.5 0.0005 125 4534 -39 2308.1699985702803 2333.010516612702 150 GTEX 1 50 100 0.5 0.0005 125 4534 -40 2307.0207425660765 2342.2478145700893 150 GTEX 1 50 100 0.5 0.0005 125 4534 -41 2306.3463326503825 2327.8427114740525 150 GTEX 1 50 100 0.5 0.0005 125 4534 -42 2303.8939742421453 2327.3940327575447 150 GTEX 1 50 100 0.5 0.0005 125 4534 -43 2303.393513296806 2327.447130790681 150 GTEX 1 50 100 0.5 0.0005 125 4534 -44 2302.0395164566307 2326.75518543548 150 GTEX 1 50 100 0.5 0.0005 125 4534 -45 2302.105293903329 2323.9498418655685 150 GTEX 1 50 100 0.5 0.0005 125 4534 -46 2300.2327373210887 2331.671280661463 150 GTEX 1 50 100 0.5 0.0005 125 4534 -47 2299.916115323707 2322.428906806975 150 GTEX 1 50 100 0.5 0.0005 125 4534 -48 2299.31525169462 2323.6018632663972 150 GTEX 1 50 100 0.5 0.0005 125 4534 -49 2297.913411621661 2321.9720672491385 150 GTEX 1 50 100 0.5 0.0005 125 4534 -0 4519.377622287452 4518.781134891872 100 GTEX 1 50 100 0.0 0.0025 5 1934 -1 3172.685545147164 3069.988737041053 100 GTEX 1 50 100 0.0 0.0025 5 1934 -2 2773.132987295094 2703.0438385589946 100 GTEX 1 50 100 0.0 0.0025 5 1934 -3 2654.3604079621564 2665.752071946293 100 GTEX 1 50 100 0.0 0.0025 5 1934 -4 2600.0464593910096 2570.8794539418964 100 GTEX 1 50 100 0.0 0.0025 5 1934 -5 2566.6873751832018 2572.355667404349 100 GTEX 1 50 100 0.0 0.0025 5 1934 -6 2539.578646213285 2525.3315466819154 100 GTEX 1 50 100 0.0 0.0025 5 1934 -7 2521.8942150044645 2512.2569315515093 100 GTEX 1 50 100 0.0 0.0025 5 1934 -8 2507.020900933836 2492.1945438747625 100 GTEX 1 50 100 0.0 0.0025 5 1934 -9 2497.503608133847 2530.1932674741565 100 GTEX 1 50 100 0.0 0.0025 5 1934 -10 2485.011290324078 2485.443247051747 100 GTEX 1 50 100 0.0 0.0025 5 1934 -11 2474.36284838844 2469.255036908864 100 GTEX 1 50 100 0.0 0.0025 5 1934 -12 2469.406622052054 2464.3501171503685 100 GTEX 1 50 100 0.0 0.0025 5 1934 -13 2460.3331518418013 2456.499344626307 100 GTEX 1 50 100 0.0 0.0025 5 1934 -14 2454.2976426233067 2450.2571394887714 100 GTEX 1 50 100 0.0 0.0025 5 1934 -15 2448.1411417260697 2441.0356250371315 100 GTEX 1 50 100 0.0 0.0025 5 1934 -16 2445.456602772501 2438.4224681781725 100 GTEX 1 50 100 0.0 0.0025 5 1934 -17 2441.708626119844 2435.412969901081 100 GTEX 1 50 100 0.0 0.0025 5 1934 -18 2437.3451932071193 2431.1813612093038 100 GTEX 1 50 100 0.0 0.0025 5 1934 -19 2435.134403553132 2429.012448387001 100 GTEX 1 50 100 0.0 0.0025 5 1934 -20 2429.5245584270524 2425.9493292166712 100 GTEX 1 50 100 0.0 0.0025 5 1934 -21 2427.922464166232 2420.341135931559 100 GTEX 1 50 100 0.0 0.0025 5 1934 -22 2425.59725090487 2420.294665666588 100 GTEX 1 50 100 0.0 0.0025 5 1934 -23 2422.338005255303 2417.1717561787077 100 GTEX 1 50 100 0.0 0.0025 5 1934 -24 2420.2168926538397 2420.9727156606464 100 GTEX 1 50 100 0.0 0.0025 5 1934 -25 2418.569227934866 2415.7172897977066 100 GTEX 1 50 100 0.0 0.0025 5 1934 -26 2416.413984076884 2409.147484144784 100 GTEX 1 50 100 0.0 0.0025 5 1934 -27 2413.6772848540077 2410.186956021269 100 GTEX 1 50 100 0.0 0.0025 5 1934 -28 2411.9407413942427 2410.154843638605 100 GTEX 1 50 100 0.0 0.0025 5 1934 -29 2410.184374577067 2404.812983639793 100 GTEX 1 50 100 0.0 0.0025 5 1934 -30 2408.457441030768 2403.350397494356 100 GTEX 1 50 100 0.0 0.0025 5 1934 -31 2407.4921823938585 2400.52798334274 100 GTEX 1 50 100 0.0 0.0025 5 1934 -32 2405.846146714616 2401.681240531428 100 GTEX 1 50 100 0.0 0.0025 5 1934 -33 2404.874146474885 2403.031945290221 100 GTEX 1 50 100 0.0 0.0025 5 1934 -34 2403.2483490915397 2400.2971200689162 100 GTEX 1 50 100 0.0 0.0025 5 1934 -35 2402.716487231345 2400.0014388515924 100 GTEX 1 50 100 0.0 0.0025 5 1934 -36 2400.186292655367 2395.4018944569866 100 GTEX 1 50 100 0.0 0.0025 5 1934 -37 2399.395203739181 2394.568925632723 100 GTEX 1 50 100 0.0 0.0025 5 1934 -38 2398.694592869268 2393.8086299533625 100 GTEX 1 50 100 0.0 0.0025 5 1934 -39 2397.657356691748 2392.030862902507 100 GTEX 1 50 100 0.0 0.0025 5 1934 -40 2395.318059969417 2388.9304208501667 100 GTEX 1 50 100 0.0 0.0025 5 1934 -41 2394.8850742113227 2389.7559345665995 100 GTEX 1 50 100 0.0 0.0025 5 1934 -42 2393.594946100806 2387.4405466522103 100 GTEX 1 50 100 0.0 0.0025 5 1934 -43 2392.777921362941 2389.1922556365853 100 GTEX 1 50 100 0.0 0.0025 5 1934 -44 2391.817154119243 2386.110981872326 100 GTEX 1 50 100 0.0 0.0025 5 1934 -45 2390.489235892195 2384.030819272814 100 GTEX 1 50 100 0.0 0.0025 5 1934 -46 2389.8495147308577 2383.9241223933577 100 GTEX 1 50 100 0.0 0.0025 5 1934 -47 2388.340019886101 2384.2135812737642 100 GTEX 1 50 100 0.0 0.0025 5 1934 -48 2387.6852848886674 2381.811115917597 100 GTEX 1 50 100 0.0 0.0025 5 1934 -49 2387.558330757912 2380.797807004515 100 GTEX 1 50 100 0.0 0.0025 5 1934 -0 4239.563705436277 3615.101877190768 100 GTEX 1 100 100 1.0 0.001 25 1303 -1 3005.5746169774766 2869.725951684292 100 GTEX 1 100 100 1.0 0.001 25 1303 -2 2688.4407333997783 2811.1550404363707 100 GTEX 1 100 100 1.0 0.001 25 1303 -3 2597.418097228778 2612.242265476473 100 GTEX 1 100 100 1.0 0.001 25 1303 -4 2545.6621462269018 2547.739433259565 100 GTEX 1 100 100 1.0 0.001 25 1303 -5 2514.940197512783 2525.5494008807627 100 GTEX 1 100 100 1.0 0.001 25 1303 -6 2491.5619307167744 2507.680320594701 100 GTEX 1 100 100 1.0 0.001 25 1303 -7 2473.7589966348983 2471.5719054479564 100 GTEX 1 100 100 1.0 0.001 25 1303 -8 2460.140357984892 2472.4190167909337 100 GTEX 1 100 100 1.0 0.001 25 1303 -9 2449.458456843509 2463.408412918845 100 GTEX 1 100 100 1.0 0.001 25 1303 -10 2437.7759717451904 2435.280922313153 100 GTEX 1 100 100 1.0 0.001 25 1303 -11 2427.260012009233 2440.300638293132 100 GTEX 1 100 100 1.0 0.001 25 1303 -12 2420.0499204009243 2427.665734352721 100 GTEX 1 100 100 1.0 0.001 25 1303 -13 2410.8496925947948 2424.970833085789 100 GTEX 1 100 100 1.0 0.001 25 1303 -14 2406.3079884658964 2414.623695750653 100 GTEX 1 100 100 1.0 0.001 25 1303 -15 2400.309475487837 2404.841592650903 100 GTEX 1 100 100 1.0 0.001 25 1303 -16 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2401.820499338368 2388.576936787072 150 GTEX 1 100 100 0.5 0.0015 5 6749 -70 2401.022376660373 2390.847739796221 150 GTEX 1 100 100 0.5 0.0015 5 6749 -71 2400.693164258493 2391.705526025576 150 GTEX 1 100 100 0.5 0.0015 5 6749 -72 2399.825980291531 2389.1592606809204 150 GTEX 1 100 100 0.5 0.0015 5 6749 -73 2398.8630946437297 2388.220516538439 150 GTEX 1 100 100 0.5 0.0015 5 6749 -74 2398.189486237555 2384.972440422261 150 GTEX 1 100 100 0.5 0.0015 5 6749 -75 2397.820796397189 2386.283593471513 150 GTEX 1 100 100 0.5 0.0015 5 6749 -76 2397.901677037464 2384.934617655359 150 GTEX 1 100 100 0.5 0.0015 5 6749 -77 2396.591844841786 2384.992528879144 150 GTEX 1 100 100 0.5 0.0015 5 6749 -78 2396.1461244177967 2383.8663919543133 150 GTEX 1 100 100 0.5 0.0015 5 6749 -79 2395.4400574033484 2381.6994178684945 150 GTEX 1 100 100 0.5 0.0015 5 6749 -80 2394.1271942741478 2381.600168670538 150 GTEX 1 100 100 0.5 0.0015 5 6749 -81 2394.232113030791 2381.759987486633 150 GTEX 1 100 100 0.5 0.0015 5 6749 -82 2393.3860438109023 2380.016265985177 150 GTEX 1 100 100 0.5 0.0015 5 6749 -83 2392.9809819430325 2378.468197202501 150 GTEX 1 100 100 0.5 0.0015 5 6749 -84 2392.050318138419 2379.6941335699853 150 GTEX 1 100 100 0.5 0.0015 5 6749 -85 2391.292722752596 2378.5111000438155 150 GTEX 1 100 100 0.5 0.0015 5 6749 -86 2391.3504482006165 2377.867183322689 150 GTEX 1 100 100 0.5 0.0015 5 6749 -87 2390.4074484733565 2378.665700005941 150 GTEX 1 100 100 0.5 0.0015 5 6749 -88 2390.115780371125 2379.0718748143413 150 GTEX 1 100 100 0.5 0.0015 5 6749 -89 2389.4399121104066 2378.325272360682 150 GTEX 1 100 100 0.5 0.0015 5 6749 -90 2388.949792855693 2377.3239100931264 150 GTEX 1 100 100 0.5 0.0015 5 6749 -91 2388.8469968872137 2378.163055768031 150 GTEX 1 100 100 0.5 0.0015 5 6749 -92 2387.660435385748 2376.1300680066242 150 GTEX 1 100 100 0.5 0.0015 5 6749 -93 2387.4179904897846 2373.9651403390867 150 GTEX 1 100 100 0.5 0.0015 5 6749 -94 2386.8750474510143 2373.4549648734555 150 GTEX 1 100 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GTEX 1 50 100 0.0 0.0025 50 3220 -8 2346.1105487163063 2325.505333033805 100 GTEX 1 50 100 0.0 0.0025 50 3220 -9 2340.9438331114825 2321.786947852305 100 GTEX 1 50 100 0.0 0.0025 50 3220 -10 2334.970352374325 2317.7742079818204 100 GTEX 1 50 100 0.0 0.0025 50 3220 -11 2330.1083927640093 2312.8319040740853 100 GTEX 1 50 100 0.0 0.0025 50 3220 -12 2326.5630121357 2309.089076981345 100 GTEX 1 50 100 0.0 0.0025 50 3220 -13 2323.5235839276397 2309.2712550870365 100 GTEX 1 50 100 0.0 0.0025 50 3220 -14 2320.845085101331 2301.954911032557 100 GTEX 1 50 100 0.0 0.0025 50 3220 -15 2317.1823104579557 2298.204298360266 100 GTEX 1 50 100 0.0 0.0025 50 3220 -16 2314.611768413676 2297.033378572065 100 GTEX 1 50 100 0.0 0.0025 50 3220 -17 2311.341493575339 2298.043517370188 100 GTEX 1 50 100 0.0 0.0025 50 3220 -18 2309.4627329019554 2290.70513289419 100 GTEX 1 50 100 0.0 0.0025 50 3220 -19 2307.0364077189183 2286.6312975285173 100 GTEX 1 50 100 0.0 0.0025 50 3220 -20 2305.4621907999085 2287.6854902492278 100 GTEX 1 50 100 0.0 0.0025 50 3220 -21 2304.525798187949 2288.2923068782675 100 GTEX 1 50 100 0.0 0.0025 50 3220 -22 2301.779928515047 2283.506624287072 100 GTEX 1 50 100 0.0 0.0025 50 3220 -23 2299.9099507664787 2284.376967977661 100 GTEX 1 50 100 0.0 0.0025 50 3220 -24 2299.103196413776 2283.0476027804184 100 GTEX 1 50 100 0.0 0.0025 50 3220 -25 2297.6294875507106 2284.833914753149 100 GTEX 1 50 100 0.0 0.0025 50 3220 -26 2296.3684716688567 2281.677612768833 100 GTEX 1 50 100 0.0 0.0025 50 3220 -27 2295.0595329964035 2278.467566428529 100 GTEX 1 50 100 0.0 0.0025 50 3220 -28 2294.716634200545 2275.397048776141 100 GTEX 1 50 100 0.0 0.0025 50 3220 -29 2292.702567966357 2273.6444978315108 100 GTEX 1 50 100 0.0 0.0025 50 3220 -30 2291.6764945625264 2275.0966267748927 100 GTEX 1 50 100 0.0 0.0025 50 3220 -31 2291.1679594918946 2274.0590968839115 100 GTEX 1 50 100 0.0 0.0025 50 3220 -32 2289.917040437961 2276.174039775428 100 GTEX 1 50 100 0.0 0.0025 50 3220 -33 2289.560215749445 2273.4690294156962 100 GTEX 1 50 100 0.0 0.0025 50 3220 -34 2288.356532452161 2277.728427437322 100 GTEX 1 50 100 0.0 0.0025 50 3220 -35 2288.820685377289 2270.323459407676 100 GTEX 1 50 100 0.0 0.0025 50 3220 -36 2286.788726061995 2272.0692403234907 100 GTEX 1 50 100 0.0 0.0025 50 3220 -37 2285.542679917741 2267.541156725285 100 GTEX 1 50 100 0.0 0.0025 50 3220 -38 2285.5636602030827 2268.842599847017 100 GTEX 1 50 100 0.0 0.0025 50 3220 -39 2284.4474740999985 2269.0362033626425 100 GTEX 1 50 100 0.0 0.0025 50 3220 -40 2284.6355649167012 2267.9515097730514 100 GTEX 1 50 100 0.0 0.0025 50 3220 -41 2284.367157507865 2267.758600619356 100 GTEX 1 50 100 0.0 0.0025 50 3220 -42 2283.3625163087067 2269.362214643239 100 GTEX 1 50 100 0.0 0.0025 50 3220 -43 2282.839210923677 2273.834167248396 100 GTEX 1 50 100 0.0 0.0025 50 3220 -44 2282.165532269372 2263.9181423404825 100 GTEX 1 50 100 0.0 0.0025 50 3220 -45 2281.169273807618 2264.1122517748927 100 GTEX 1 50 100 0.0 0.0025 50 3220 -46 2281.0106403225514 2265.020892125119 100 GTEX 1 50 100 0.0 0.0025 50 3220 -47 2280.570027664973 2263.877625207937 100 GTEX 1 50 100 0.0 0.0025 50 3220 -48 2280.37822200122 2264.153496687857 100 GTEX 1 50 100 0.0 0.0025 50 3220 -49 2279.888270037119 2263.739844492633 100 GTEX 1 50 100 0.0 0.0025 50 3220 -0 4529.9857081413975 4007.928516924608 100 GTEX 1 50 100 1.0 0.0025 5 9334 -1 3279.140291063489 2834.3840545538264 100 GTEX 1 50 100 1.0 0.0025 5 9334 -2 2786.9830606842766 2748.616563688213 100 GTEX 1 50 100 1.0 0.0025 5 9334 -3 2658.710437742825 2611.6689341730043 100 GTEX 1 50 100 1.0 0.0025 5 9334 -4 2586.2852317332167 2615.3492176360505 100 GTEX 1 50 100 1.0 0.0025 5 9334 -5 2558.701815223069 2551.866401237227 100 GTEX 1 50 100 1.0 0.0025 5 9334 -6 2542.272425503971 2536.5617388010933 100 GTEX 1 50 100 1.0 0.0025 5 9334 -7 2523.486381275293 2567.532333316005 100 GTEX 1 50 100 1.0 0.0025 5 9334 -8 2509.976650464896 2501.119029230038 100 GTEX 1 50 100 1.0 0.0025 5 9334 -9 2498.558743555946 2489.3483747475047 100 GTEX 1 50 100 1.0 0.0025 5 9334 -10 2484.771028329493 2504.0275730379635 100 GTEX 1 50 100 1.0 0.0025 5 9334 -11 2476.542727342966 2473.0406443084603 100 GTEX 1 50 100 1.0 0.0025 5 9334 -12 2465.441843908239 2469.004202374941 100 GTEX 1 50 100 1.0 0.0025 5 9334 -13 2458.193159693912 2459.355072369593 100 GTEX 1 50 100 1.0 0.0025 5 9334 -14 2450.8337117637666 2451.491123678113 100 GTEX 1 50 100 1.0 0.0025 5 9334 -15 2445.893796919769 2449.661743628208 100 GTEX 1 50 100 1.0 0.0025 5 9334 -16 2442.3567225141032 2448.9060207120365 100 GTEX 1 50 100 1.0 0.0025 5 9334 -17 2438.125866316258 2438.428355401913 100 GTEX 1 50 100 1.0 0.0025 5 9334 -18 2433.3861073539997 2437.5604902492278 100 GTEX 1 50 100 1.0 0.0025 5 9334 -19 2430.486099173857 2433.7937392318204 100 GTEX 1 50 100 1.0 0.0025 5 9334 -20 2426.8427617036896 2433.378816205739 100 GTEX 1 50 100 1.0 0.0025 5 9334 -21 2423.9807763563567 2427.9516703674553 100 GTEX 1 50 100 1.0 0.0025 5 9334 -22 2420.909045818905 2425.4563814460557 100 GTEX 1 50 100 1.0 0.0025 5 9334 -23 2420.398393143617 2422.846209972077 100 GTEX 1 50 100 1.0 0.0025 5 9334 -24 2416.6407703960963 2420.544943225701 100 GTEX 1 50 100 1.0 0.0025 5 9334 -25 2414.813150981493 2419.559523897933 100 GTEX 1 50 100 1.0 0.0025 5 9334 -26 2412.5629264402 2415.32967895972 100 GTEX 1 50 100 1.0 0.0025 5 9334 -27 2409.8125874491243 2412.5128689029825 100 GTEX 1 50 100 1.0 0.0025 5 9334 -28 2408.1847864467113 2413.986351332284 100 GTEX 1 50 100 1.0 0.0025 5 9334 -29 2406.9543931283506 2411.5390884921576 100 GTEX 1 50 100 1.0 0.0025 5 9334 -30 2404.6894066023747 2409.679671719047 100 GTEX 1 50 100 1.0 0.0025 5 9334 -31 2402.7815216054787 2408.6146291290397 100 GTEX 1 50 100 1.0 0.0025 5 9334 -32 2402.0609034796857 2407.937469366385 100 GTEX 1 50 100 1.0 0.0025 5 9334 -33 2399.8467853691604 2403.6420842740013 100 GTEX 1 50 100 1.0 0.0025 5 9334 -34 2398.854524964804 2401.086095309529 100 GTEX 1 50 100 1.0 0.0025 5 9334 -35 2397.219702501741 2400.496473421162 100 GTEX 1 50 100 1.0 0.0025 5 9334 -36 2396.6163390810266 2402.3243784161123 100 GTEX 1 50 100 1.0 0.0025 5 9334 -37 2394.097895851832 2399.6014557464946 100 GTEX 1 50 100 1.0 0.0025 5 9334 -38 2394.4204748856228 2396.5791934633435 100 GTEX 1 50 100 1.0 0.0025 5 9334 -39 2392.7648575314247 2395.0115163824853 100 GTEX 1 50 100 1.0 0.0025 5 9334 -40 2392.598361722793 2398.7672235177038 100 GTEX 1 50 100 1.0 0.0025 5 9334 -41 2390.1292524618825 2396.8169557984797 100 GTEX 1 50 100 1.0 0.0025 5 9334 -42 2390.65296048424 2393.267935517169 100 GTEX 1 50 100 1.0 0.0025 5 9334 -43 2389.3003332505345 2396.3450885961265 100 GTEX 1 50 100 1.0 0.0025 5 9334 -44 2388.2253015666674 2392.6794999851472 100 GTEX 1 50 100 1.0 0.0025 5 9334 -45 2387.2610668659063 2390.072848591968 100 GTEX 1 50 100 1.0 0.0025 5 9334 -46 2386.4879572936748 2388.4244992796453 100 GTEX 1 50 100 1.0 0.0025 5 9334 -47 2385.4434008430608 2390.515056885694 100 GTEX 1 50 100 1.0 0.0025 5 9334 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0.0025 75 9462 -11 2312.142871547629 2325.554166728553 100 GTEX 1 100 100 0.0 0.0025 75 9462 -12 2307.988785107561 2325.2831529972673 100 GTEX 1 100 100 0.0 0.0025 75 9462 -13 2305.306865811008 2324.072040978493 100 GTEX 1 100 100 0.0 0.0025 75 9462 -14 2303.136451966989 2316.0476083501667 100 GTEX 1 100 100 0.0 0.0025 75 9462 -15 2300.3865399834617 2316.2375896729445 100 GTEX 1 100 100 0.0 0.0025 75 9462 -16 2297.9643725665883 2314.8315819569866 100 GTEX 1 100 100 0.0 0.0025 75 9462 -17 2297.1005982128713 2314.388370180311 100 GTEX 1 100 100 0.0 0.0025 75 9462 -18 2294.688166789902 2311.4469565039803 100 GTEX 1 100 100 0.0 0.0025 75 9462 -19 2293.589221471213 2307.9321186950447 100 GTEX 1 100 100 0.0 0.0025 75 9462 -20 2291.5618365110386 2306.857172164627 100 GTEX 1 100 100 0.0 0.0025 75 9462 -21 2289.752109042843 2306.4508971007604 100 GTEX 1 100 100 0.0 0.0025 75 9462 -22 2288.8474211095945 2304.890544238653 100 GTEX 1 100 100 0.0 0.0025 75 9462 -23 2287.494121154611 2313.6403390862642 100 GTEX 1 100 100 0.0 0.0025 75 9462 -24 2285.8150259154745 2301.5290118895555 100 GTEX 1 100 100 0.0 0.0025 75 9462 -25 2285.389707416016 2308.090739551153 100 GTEX 1 100 100 0.0 0.0025 75 9462 -26 2283.8587497297353 2300.1037736899953 100 GTEX 1 100 100 0.0 0.0025 75 9462 -27 2283.757290564634 2306.9151699515805 100 GTEX 1 100 100 0.0 0.0025 75 9462 -28 2282.885588023281 2300.063503482949 100 GTEX 1 100 100 0.0 0.0025 75 9462 -29 2281.492066113085 2299.087672476533 100 GTEX 1 100 100 0.0 0.0025 75 9462 -30 2281.9824557612133 2298.8957101800147 100 GTEX 1 100 100 0.0 0.0025 75 9462 -31 2280.359997252999 2297.9823476116917 100 GTEX 1 100 100 0.0 0.0025 75 9462 -32 2279.640930981675 2294.9851621910652 100 GTEX 1 100 100 0.0 0.0025 75 9462 -33 2279.260463954353 2294.8783659844344 100 GTEX 1 100 100 0.0 0.0025 75 9462 -34 2278.1381972874938 2294.896572562678 100 GTEX 1 100 100 0.0 0.0025 75 9462 -35 2277.477121957771 2298.672482102543 100 GTEX 1 100 100 0.0 0.0025 75 9462 -36 2277.033831721993 2292.628780930668 100 GTEX 1 100 100 0.0 0.0025 75 9462 -37 2277.032168409219 2293.6568320386764 100 GTEX 1 100 100 0.0 0.0025 75 9462 -38 2276.1388815104856 2296.1633365761645 100 GTEX 1 100 100 0.0 0.0025 75 9462 -39 2274.8515194588363 2293.052090140803 100 GTEX 1 100 100 0.0 0.0025 75 9462 -40 2274.783984416262 2290.555725329729 100 GTEX 1 100 100 0.0 0.0025 75 9462 -41 2275.1248468673252 2292.1986627034817 100 GTEX 1 100 100 0.0 0.0025 75 9462 -42 2274.298880321116 2288.7830434588877 100 GTEX 1 100 100 0.0 0.0025 75 9462 -43 2272.6436077862163 2288.238710120604 100 GTEX 1 100 100 0.0 0.0025 75 9462 -44 2272.630174300985 2289.642771209601 100 GTEX 1 100 100 0.0 0.0025 75 9462 -45 2273.166059568765 2290.1140201699145 100 GTEX 1 100 100 0.0 0.0025 75 9462 -46 2272.310513556136 2291.204297431975 100 GTEX 1 100 100 0.0 0.0025 75 9462 -47 2271.379775428792 2290.448809373515 100 GTEX 1 100 100 0.0 0.0025 75 9462 -48 2270.8954553069216 2289.959753928529 100 GTEX 1 100 100 0.0 0.0025 75 9462 -49 2271.398072307712 2291.928596757664 100 GTEX 1 100 100 0.0 0.0025 75 9462 -50 2270.84451499287 2288.2879476220887 100 GTEX 1 100 100 0.0 0.0025 75 9462 -51 2270.26925435786 2286.9947597953305 100 GTEX 1 100 100 0.0 0.0025 75 9462 -52 2269.882021512227 2285.4889997475047 100 GTEX 1 100 100 0.0 0.0025 75 9462 -53 2269.702591923961 2287.70913568649 100 GTEX 1 100 100 0.0 0.0025 75 9462 -54 2270.6067030179256 2309.0108554390445 100 GTEX 1 100 100 0.0 0.0025 75 9462 -55 2269.088446420791 2286.298318493049 100 GTEX 1 100 100 0.0 0.0025 75 9462 -56 2269.237858497569 2289.345284465601 100 GTEX 1 100 100 0.0 0.0025 75 9462 -57 2268.8991640420754 2284.7404218898528 100 GTEX 1 100 100 0.0 0.0025 75 9462 -58 2268.083699720493 2285.2163076654588 100 GTEX 1 100 100 0.0 0.0025 75 9462 -59 2268.810820595143 2286.950218519784 100 GTEX 1 100 100 0.0 0.0025 75 9462 -60 2268.156663468537 2287.4870494073793 100 GTEX 1 100 100 0.0 0.0025 75 9462 -61 2268.573964629189 2284.071629745425 100 GTEX 1 100 100 0.0 0.0025 75 9462 -62 2268.224383286391 2286.769249977721 100 GTEX 1 100 100 0.0 0.0025 75 9462 -63 2266.667780776934 2290.402307546637 100 GTEX 1 100 100 0.0 0.0025 75 9462 -64 2267.064912265138 2283.104444844641 100 GTEX 1 100 100 0.0 0.0025 75 9462 -65 2267.669396690271 2286.586160289924 100 GTEX 1 100 100 0.0 0.0025 75 9462 -66 2267.5784995793365 2283.20712036597 100 GTEX 1 100 100 0.0 0.0025 75 9462 -67 2267.0172291279496 2282.470678989425 100 GTEX 1 100 100 0.0 0.0025 75 9462 -68 2266.586230948418 2285.586990182391 100 GTEX 1 100 100 0.0 0.0025 75 9462 -69 2267.889814722358 2286.182131691124 100 GTEX 1 100 100 0.0 0.0025 75 9462 -70 2266.846532279893 2284.525765654705 100 GTEX 1 100 100 0.0 0.0025 75 9462 -71 2266.112290684293 2284.782737122742 100 GTEX 1 100 100 0.0 0.0025 75 9462 -72 2266.9237794103447 2282.2881824798005 100 GTEX 1 100 100 0.0 0.0025 75 9462 -73 2265.7170197400346 2284.350896915102 100 GTEX 1 100 100 0.0 0.0025 75 9462 -74 2265.2491291965266 2283.3327460343394 100 GTEX 1 100 100 0.0 0.0025 75 9462 -75 2264.6050545078047 2281.4274039032794 100 GTEX 1 100 100 0.0 0.0025 75 9462 -76 2265.3664031398957 2283.0241430014253 100 GTEX 1 100 100 0.0 0.0025 75 9462 -77 2264.8611716913847 2281.725301880347 100 GTEX 1 100 100 0.0 0.0025 75 9462 -78 2264.77839811669 2280.845107161953 100 GTEX 1 100 100 0.0 0.0025 75 9462 -79 2264.84641380709 2285.3970459912666 100 GTEX 1 100 100 0.0 0.0025 75 9462 -80 2265.429088791988 2282.9553510426567 100 GTEX 1 100 100 0.0 0.0025 75 9462 -81 2264.9269524132346 2280.2266126277327 100 GTEX 1 100 100 0.0 0.0025 75 9462 -82 2263.590355834123 2280.2908559588877 100 GTEX 1 100 100 0.0 0.0025 75 9462 -83 2264.064175768665 2279.5492829877608 100 GTEX 1 100 100 0.0 0.0025 75 9462 -84 2265.6016221490195 2284.044787272754 100 GTEX 1 100 100 0.0 0.0025 75 9462 -85 2264.305348306948 2278.9516285943437 100 GTEX 1 100 100 0.0 0.0025 75 9462 -86 2264.512094309303 2280.4092093928234 100 GTEX 1 100 100 0.0 0.0025 75 9462 -87 2266.439105004761 2285.639004203303 100 GTEX 1 100 100 0.0 0.0025 75 9462 -88 2263.779297751812 2279.8779092650907 100 GTEX 1 100 100 0.0 0.0025 75 9462 -89 2264.094225593261 2279.470672491385 100 GTEX 1 100 100 0.0 0.0025 75 9462 -90 2264.015289877213 2281.2434685420626 100 GTEX 1 100 100 0.0 0.0025 75 9462 -91 2264.028936144139 2279.5413702322962 100 GTEX 1 100 100 0.0 0.0025 75 9462 -92 2263.0067582622532 2279.740050573313 100 GTEX 1 100 100 0.0 0.0025 75 9462 -93 2264.331155753003 2282.541541037904 100 GTEX 1 100 100 0.0 0.0025 75 9462 -94 2263.907263517556 2280.3222127123927 100 GTEX 1 100 100 0.0 0.0025 75 9462 -95 2264.4346420563697 2280.024864283805 100 GTEX 1 100 100 0.0 0.0025 75 9462 -96 2263.2647462020623 2281.8021402685363 100 GTEX 1 100 100 0.0 0.0025 75 9462 -97 2263.1274073910936 2282.0954478448793 100 GTEX 1 100 100 0.0 0.0025 75 9462 -98 2264.236828501101 2281.9256503609195 100 GTEX 1 100 100 0.0 0.0025 75 9462 -99 2264.1499171206146 2279.1386301018892 100 GTEX 1 100 100 0.0 0.0025 75 9462 -0 3365.7341894768506 2779.054199682896 50 GTEX 1 100 100 1.0 0.0015 25 822 -1 2570.966442874962 2515.968518855454 50 GTEX 1 100 100 1.0 0.0015 25 822 -2 2489.8376190453105 2473.6354901563986 50 GTEX 1 100 100 1.0 0.0015 25 822 -3 2447.8935622951353 2440.2228544402037 50 GTEX 1 100 100 1.0 0.0015 25 822 -4 2421.33107542153 2416.204166542895 50 GTEX 1 100 100 1.0 0.0015 25 822 -5 2404.4923873358193 2405.7100416988474 50 GTEX 1 100 100 1.0 0.0015 25 822 -6 2390.8432010123984 2391.2201981345056 50 GTEX 1 100 100 1.0 0.0015 25 822 -7 2379.044300395659 2386.676644096809 50 GTEX 1 100 100 1.0 0.0015 25 822 -8 2368.861560299717 2372.6796772887947 50 GTEX 1 100 100 1.0 0.0015 25 822 -9 2362.000248988881 2362.488214413023 50 GTEX 1 100 100 1.0 0.0015 25 822 -10 2355.7183766069393 2353.974941239157 50 GTEX 1 100 100 1.0 0.0015 25 822 -11 2349.1965974425148 2356.007356244801 50 GTEX 1 100 100 1.0 0.0015 25 822 -12 2343.5865198322545 2349.7197632300085 50 GTEX 1 100 100 1.0 0.0015 25 822 -13 2339.6172480258315 2343.8940819569866 50 GTEX 1 100 100 1.0 0.0015 25 822 -14 2334.7316041960307 2337.342986480365 50 GTEX 1 100 100 1.0 0.0015 25 822 -15 2331.285177474013 2335.674427337067 50 GTEX 1 100 100 1.0 0.0015 25 822 -16 2327.945064826337 2331.714724000416 50 GTEX 1 100 100 1.0 0.0015 25 822 -17 2324.393852107361 2331.7326284198252 50 GTEX 1 100 100 1.0 0.0015 25 822 -18 2322.020453346988 2327.982118323729 50 GTEX 1 100 100 1.0 0.0015 25 822 -19 2319.5031918027757 2323.0113581088112 50 GTEX 1 100 100 1.0 0.0015 25 822 -20 2317.210400761981 2322.5361430237053 50 GTEX 1 100 100 1.0 0.0015 25 822 -21 2314.830767531499 2323.2522209370545 50 GTEX 1 100 100 1.0 0.0015 25 822 -22 2312.6881661193984 2317.130397550053 50 GTEX 1 100 100 1.0 0.0015 25 822 -23 2311.117879150107 2318.199599813599 50 GTEX 1 100 100 1.0 0.0015 25 822 -24 2309.291417462881 2313.522999810629 50 GTEX 1 100 100 1.0 0.0015 25 822 -25 2307.758719613815 2313.66878332566 50 GTEX 1 100 100 1.0 0.0015 25 822 -26 2305.9243893621842 2313.857976529081 50 GTEX 1 100 100 1.0 0.0015 25 822 -27 2305.206084009132 2309.5655461880638 50 GTEX 1 100 100 1.0 0.0015 25 822 -28 2303.518344123625 2309.4133180103377 50 GTEX 1 100 100 1.0 0.0015 25 822 -29 2302.5234452881555 2312.4501888144605 50 GTEX 1 100 100 1.0 0.0015 25 822 -30 2301.3800819520275 2306.153941803558 50 GTEX 1 100 100 1.0 0.0015 25 822 -31 2300.623117226286 2305.973709860682 50 GTEX 1 100 100 1.0 0.0015 25 822 -32 2299.862986537941 2305.0157285044857 50 GTEX 1 100 100 1.0 0.0015 25 822 -33 2298.450617600736 2307.9095588945165 50 GTEX 1 100 100 1.0 0.0015 25 822 -34 2297.3598783160005 2304.4615552778932 50 GTEX 1 100 100 1.0 0.0015 25 822 -35 2297.4489168171344 2302.1443075317848 50 GTEX 1 100 100 1.0 0.0015 25 822 -36 2295.8622227829237 2302.6416971765093 50 GTEX 1 100 100 1.0 0.0015 25 822 -37 2295.0533686712724 2302.384073119653 50 GTEX 1 100 100 1.0 0.0015 25 822 -38 2294.903377098985 2303.0337053306203 50 GTEX 1 100 100 1.0 0.0015 25 822 -39 2294.715162264932 2300.058450793132 50 GTEX 1 100 100 1.0 0.0015 25 822 -40 2293.798918230349 2300.9719883443736 50 GTEX 1 100 100 1.0 0.0015 25 822 -41 2292.351998017785 2299.6151396892824 50 GTEX 1 100 100 1.0 0.0015 25 822 -42 2292.9598676601536 2300.5886819933758 50 GTEX 1 100 100 1.0 0.0015 25 822 -43 2292.272489304954 2300.2055585157736 50 GTEX 1 100 100 1.0 0.0015 25 822 -44 2291.025345778634 2298.9834550632722 50 GTEX 1 100 100 1.0 0.0015 25 822 -45 2290.542233955575 2295.8399932049074 50 GTEX 1 100 100 1.0 0.0015 25 822 -46 2290.5855043805536 2296.912050892645 50 GTEX 1 100 100 1.0 0.0015 25 822 -47 2290.1043002429906 2295.438013809262 50 GTEX 1 100 100 1.0 0.0015 25 822 -48 2290.1120638993925 2295.928267214235 50 GTEX 1 100 100 1.0 0.0015 25 822 -49 2289.530881687292 2297.0018551902626 50 GTEX 1 100 100 1.0 0.0015 25 822 -50 2289.060249841968 2301.364092112494 50 GTEX 1 100 100 1.0 0.0015 25 822 -51 2288.705330440609 2295.801107080264 50 GTEX 1 100 100 1.0 0.0015 25 822 -52 2288.139102699261 2295.015014184292 50 GTEX 1 100 100 1.0 0.0015 25 822 -53 2288.422257934841 2294.7941072993403 50 GTEX 1 100 100 1.0 0.0015 25 822 -54 2287.9492769548583 2294.8748166624578 50 GTEX 1 100 100 1.0 0.0015 25 822 -55 2287.6457478011607 2296.3241444866917 50 GTEX 1 100 100 1.0 0.0015 25 822 -56 2287.633954290025 2295.4841090445284 50 GTEX 1 100 100 1.0 0.0015 25 822 -57 2287.476159269535 2297.410982893447 50 GTEX 1 100 100 1.0 0.0015 25 822 -58 2286.7359873803 2293.503289864544 50 GTEX 1 100 100 1.0 0.0015 25 822 -59 2287.0242678927452 2292.4987147806264 50 GTEX 1 100 100 1.0 0.0015 25 822 -60 2287.0117414955403 2293.6038344930785 50 GTEX 1 100 100 1.0 0.0015 25 822 -61 2286.714407045939 2293.047827426925 50 GTEX 1 100 100 1.0 0.0015 25 822 -62 2285.8746018240995 2293.3003607340183 50 GTEX 1 100 100 1.0 0.0015 25 822 -63 2286.6899703152644 2294.228280767289 50 GTEX 1 100 100 1.0 0.0015 25 822 -64 2285.9138551596993 2291.671263256001 50 GTEX 1 100 100 1.0 0.0015 25 822 -65 2284.8187779238897 2292.3380980981165 50 GTEX 1 100 100 1.0 0.0015 25 822 -66 2285.4071858680977 2291.426681228464 50 GTEX 1 100 100 1.0 0.0015 25 822 -67 2285.113153957497 2292.0175846230395 50 GTEX 1 100 100 1.0 0.0015 25 822 -68 2285.3452331536528 2291.766018131387 50 GTEX 1 100 100 1.0 0.0015 25 822 -69 2284.8661645180296 2292.3138650524297 50 GTEX 1 100 100 1.0 0.0015 25 822 -70 2285.116624560769 2291.957585439936 50 GTEX 1 100 100 1.0 0.0015 25 822 -71 2285.201904038989 2293.3018938071828 50 GTEX 1 100 100 1.0 0.0015 25 822 -72 2284.170906483541 2291.205538557509 50 GTEX 1 100 100 1.0 0.0015 25 822 -73 2284.4717143215826 2292.4157153227484 50 GTEX 1 100 100 1.0 0.0015 25 822 -74 2284.201951103174 2292.908348866742 50 GTEX 1 100 100 1.0 0.0015 25 822 -75 2284.340133201186 2292.328439226622 50 GTEX 1 100 100 1.0 0.0015 25 822 -76 2284.7854826820308 2290.5834701015924 50 GTEX 1 100 100 1.0 0.0015 25 822 -77 2284.6329994415223 2290.7124162681203 50 GTEX 1 100 100 1.0 0.0015 25 822 -78 2284.045811916765 2294.193793351206 50 GTEX 1 100 100 1.0 0.0015 25 822 -79 2284.2213918481016 2293.1084272145317 50 GTEX 1 100 100 1.0 0.0015 25 822 -80 2284.477558661832 2290.4816430385576 50 GTEX 1 100 100 1.0 0.0015 25 822 -81 2283.533049631285 2289.829832127792 50 GTEX 1 100 100 1.0 0.0015 25 822 -82 2283.48328834599 2290.533335406517 50 GTEX 1 100 100 1.0 0.0015 25 822 -83 2283.4367500934577 2289.0942573112225 50 GTEX 1 100 100 1.0 0.0015 25 822 -84 2283.4697604229245 2296.9447801249107 50 GTEX 1 100 100 1.0 0.0015 25 822 -85 2283.3301363298583 2290.215304646655 50 GTEX 1 100 100 1.0 0.0015 25 822 -86 2283.292474253699 2293.8330495856108 50 GTEX 1 100 100 1.0 0.0015 25 822 -87 2283.6731225748404 2291.198384216077 50 GTEX 1 100 100 1.0 0.0015 25 822 -88 2283.139076265952 2289.5332008042715 50 GTEX 1 100 100 1.0 0.0015 25 822 -89 2283.277912259568 2289.69552925603 50 GTEX 1 100 100 1.0 0.0015 25 822 -90 2282.918631207418 2291.353711030329 50 GTEX 1 100 100 1.0 0.0015 25 822 -91 2282.694269660812 2288.597733762328 50 GTEX 1 100 100 1.0 0.0015 25 822 -92 2282.883621514001 2290.391938068114 50 GTEX 1 100 100 1.0 0.0015 25 822 -93 2283.626919806136 2289.1282030693023 50 GTEX 1 100 100 1.0 0.0015 25 822 -94 2282.70312316901 2289.392514072897 50 GTEX 1 100 100 1.0 0.0015 25 822 -95 2282.434481573946 2288.8508676739248 50 GTEX 1 100 100 1.0 0.0015 25 822 -96 2282.896293410457 2288.8906366036413 50 GTEX 1 100 100 1.0 0.0015 25 822 -97 2282.3568817844634 2287.8385223272635 50 GTEX 1 100 100 1.0 0.0015 25 822 -98 2282.7343450594417 2288.857832179777 50 GTEX 1 100 100 1.0 0.0015 25 822 -99 2282.1649549143162 2290.1218549489067 50 GTEX 1 100 100 1.0 0.0015 25 822 -0 3212.6114143362715 3930.64673872683 150 GTEX 1 100 100 0.5 0.0015 100 1850 -1 2520.7146513412963 2682.5540504600613 150 GTEX 1 100 100 0.5 0.0015 100 1850 -2 2452.118287641445 2659.974167044172 150 GTEX 1 100 100 0.5 0.0015 100 1850 -3 2416.2874158982354 2462.922567273274 150 GTEX 1 100 100 0.5 0.0015 100 1850 -4 2392.844148691672 2421.611917125861 150 GTEX 1 100 100 0.5 0.0015 100 1850 -5 2376.2191144186304 2414.2222668317786 150 GTEX 1 100 100 0.5 0.0015 100 1850 -6 2364.4061612356572 2404.7045506234404 150 GTEX 1 100 100 0.5 0.0015 100 1850 -7 2354.9436377113016 2385.628690422261 150 GTEX 1 100 100 0.5 0.0015 100 1850 -8 2346.7171498692833 2381.3196462188835 150 GTEX 1 100 100 0.5 0.0015 100 1850 -9 2340.6967690398224 2371.380585064906 150 GTEX 1 100 100 0.5 0.0015 100 1850 -10 2335.229355250063 2360.712057019368 150 GTEX 1 100 100 0.5 0.0015 100 1850 -11 2331.747520942402 2357.8276469299553 150 GTEX 1 100 100 0.5 0.0015 100 1850 -12 2326.9036857110973 2356.7213218311845 150 GTEX 1 100 100 0.5 0.0015 100 1850 -13 2324.27784982538 2350.635508722225 150 GTEX 1 100 100 0.5 0.0015 100 1850 -14 2320.576040146859 2346.048824179761 150 GTEX 1 100 100 0.5 0.0015 100 1850 -15 2317.951994041184 2357.884200063495 150 GTEX 1 100 100 0.5 0.0015 100 1850 -16 2314.562171659614 2343.762465792464 150 GTEX 1 100 100 0.5 0.0015 100 1850 -17 2312.537455870557 2344.386403130941 150 GTEX 1 100 100 0.5 0.0015 100 1850 -18 2311.369108543988 2337.3947888508496 150 GTEX 1 100 100 0.5 0.0015 100 1850 -19 2307.731841554256 2335.068573346156 150 GTEX 1 100 100 0.5 0.0015 100 1850 -20 2306.326256513168 2341.395957801732 150 GTEX 1 100 100 0.5 0.0015 100 1850 -21 2304.4365078354003 2341.127874222092 150 GTEX 1 100 100 0.5 0.0015 100 1850 -22 2302.8490915915977 2331.9300121699 150 GTEX 1 100 100 0.5 0.0015 100 1850 -23 2301.023262782272 2332.0759481567848 150 GTEX 1 100 100 0.5 0.0015 100 1850 -24 2299.7203810254537 2328.6915294806768 150 GTEX 1 100 100 0.5 0.0015 100 1850 -25 2298.069739477429 2330.748852167746 150 GTEX 1 100 100 0.5 0.0015 100 1850 -26 2295.907848506036 2327.646814382575 150 GTEX 1 100 100 0.5 0.0015 100 1850 -27 2295.100788739008 2326.31187758065 150 GTEX 1 100 100 0.5 0.0015 100 1850 -28 2294.48598939181 2322.912973614247 150 GTEX 1 100 100 0.5 0.0015 100 1850 -29 2293.7680021410724 2320.164675636437 150 GTEX 1 100 100 0.5 0.0015 100 1850 -30 2291.424530374219 2320.487319540161 150 GTEX 1 100 100 0.5 0.0015 100 1850 -31 2290.1753299495945 2318.255630319109 150 GTEX 1 100 100 0.5 0.0015 100 1850 -32 2289.67801309813 2320.2397126752608 150 GTEX 1 100 100 0.5 0.0015 100 1850 -33 2288.5326626476344 2317.023059221275 150 GTEX 1 100 100 0.5 0.0015 100 1850 -34 2286.9978308439427 2318.79896551212 150 GTEX 1 100 100 0.5 0.0015 100 1850 -35 2287.184932822774 2316.8852687589115 150 GTEX 1 100 100 0.5 0.0015 100 1850 -36 2286.4421638157546 2315.670791219849 150 GTEX 1 100 100 0.5 0.0015 100 1850 -37 2285.2130189490467 2314.016702746257 150 GTEX 1 100 100 0.5 0.0015 100 1850 -38 2283.898835211706 2313.167321730929 150 GTEX 1 100 100 0.5 0.0015 100 1850 -39 2283.641909400954 2312.1535591154493 150 GTEX 1 100 100 0.5 0.0015 100 1850 -40 2283.051944444559 2312.5202861829403 150 GTEX 1 100 100 0.5 0.0015 100 1850 -41 2281.78929444262 2313.6723335759266 150 GTEX 1 100 100 0.5 0.0015 100 1850 -42 2281.80629051904 2313.8156130250422 150 GTEX 1 100 100 0.5 0.0015 100 1850 -43 2280.414983204404 2310.5115623329075 150 GTEX 1 100 100 0.5 0.0015 100 1850 -44 2279.836940779484 2313.8452324812856 150 GTEX 1 100 100 0.5 0.0015 100 1850 -45 2280.383627239069 2309.353426044885 150 GTEX 1 100 100 0.5 0.0015 100 1850 -46 2279.0726052350024 2309.5283653346305 150 GTEX 1 100 100 0.5 0.0015 100 1850 -47 2278.1354080446804 2316.986812228939 150 GTEX 1 100 100 0.5 0.0015 100 1850 -48 2277.5934492534093 2310.0748964026848 150 GTEX 1 100 100 0.5 0.0015 100 1850 -49 2276.575223628377 2307.786513411953 150 GTEX 1 100 100 0.5 0.0015 100 1850 -50 2276.2625918486583 2306.862637015803 150 GTEX 1 100 100 0.5 0.0015 100 1850 -51 2276.2250660910104 2305.064693088314 150 GTEX 1 100 100 0.5 0.0015 100 1850 -52 2275.515747005841 2304.563977607756 150 GTEX 1 100 100 0.5 0.0015 100 1850 -53 2275.1161586124413 2313.14089977424 150 GTEX 1 100 100 0.5 0.0015 100 1850 -54 2274.6474383724803 2307.6583182331274 150 GTEX 1 100 100 0.5 0.0015 100 1850 -55 2274.25187385086 2303.804339390744 150 GTEX 1 100 100 0.5 0.0015 100 1850 -56 2273.714022692725 2309.85514732912 150 GTEX 1 100 100 0.5 0.0015 100 1850 -57 2273.0016432492475 2305.629825258436 150 GTEX 1 100 100 0.5 0.0015 100 1850 -58 2272.823858818585 2302.649545879872 150 GTEX 1 100 100 0.5 0.0015 100 1850 -59 2272.151005631404 2301.3897352327413 150 GTEX 1 100 100 0.5 0.0015 100 1850 -60 2271.65962485022 2302.545506234405 150 GTEX 1 100 100 0.5 0.0015 100 1850 -61 2272.251588139021 2303.0023817635306 150 GTEX 1 100 100 0.5 0.0015 100 1850 -62 2270.594665340377 2302.300338687099 150 GTEX 1 100 100 0.5 0.0015 100 1850 -63 2270.9563417403465 2300.862003456957 150 GTEX 1 100 100 0.5 0.0015 100 1850 -64 2270.018661400705 2301.468833082076 150 GTEX 1 100 100 0.5 0.0015 100 1850 -65 2270.153533816275 2302.256731504723 150 GTEX 1 100 100 0.5 0.0015 100 1850 -66 2269.8766732155937 2308.645173395541 150 GTEX 1 100 100 0.5 0.0015 100 1850 -67 2269.617902179322 2301.46849727268 150 GTEX 1 100 100 0.5 0.0015 100 1850 -68 2268.493481391157 2299.5434454276087 150 GTEX 1 100 100 0.5 0.0015 100 1850 -69 2269.871455873445 2297.9571157245127 150 GTEX 1 100 100 0.5 0.0015 100 1850 -70 2268.9490537803604 2300.3642670954137 150 GTEX 1 100 100 0.5 0.0015 100 1850 -71 2267.991185845197 2300.6186207818437 150 GTEX 1 100 100 0.5 0.0015 100 1850 -72 2267.9332368100618 2299.100388675588 150 GTEX 1 100 100 0.5 0.0015 100 1850 -73 2266.981708124068 2297.787434741118 150 GTEX 1 100 100 0.5 0.0015 100 1850 -74 2266.94391573814 2296.540427088284 150 GTEX 1 100 100 0.5 0.0015 100 1850 -75 2266.357225520641 2297.1720012476235 150 GTEX 1 100 100 0.5 0.0015 100 1850 -76 2266.7484144656273 2298.9796560309233 150 GTEX 1 100 100 0.5 0.0015 100 1850 -77 2266.041356447066 2296.808012871688 150 GTEX 1 100 100 0.5 0.0015 100 1850 -78 2265.8886965804736 2296.988441380258 150 GTEX 1 100 100 0.5 0.0015 100 1850 -79 2265.8388908098527 2296.9280365338345 150 GTEX 1 100 100 0.5 0.0015 100 1850 -80 2264.917089926273 2294.8383863325807 150 GTEX 1 100 100 0.5 0.0015 100 1850 -81 2265.1363492510172 2296.021086602157 150 GTEX 1 100 100 0.5 0.0015 100 1850 -82 2264.559933828529 2295.524051564728 150 GTEX 1 100 100 0.5 0.0015 100 1850 -83 2264.8489134955635 2294.5211436920745 150 GTEX 1 100 100 0.5 0.0015 100 1850 -84 2264.666047422337 2297.898513619891 150 GTEX 1 100 100 0.5 0.0015 100 1850 -85 2264.1929472216807 2294.619996045479 150 GTEX 1 100 100 0.5 0.0015 100 1850 -86 2264.398232738559 2293.432153505971 150 GTEX 1 100 100 0.5 0.0015 100 1850 -87 2263.452074991583 2292.750111859108 150 GTEX 1 100 100 0.5 0.0015 100 1850 -88 2263.817243786187 2292.4381778847587 150 GTEX 1 100 100 0.5 0.0015 100 1850 -89 2262.829613595045 2298.0529195691242 150 GTEX 1 100 100 0.5 0.0015 100 1850 -90 2263.7380601128016 2297.3341978820104 150 GTEX 1 100 100 0.5 0.0015 100 1850 -91 2262.943138830939 2296.2556894976833 150 GTEX 1 100 100 0.5 0.0015 100 1850 -92 2262.5620949385448 2301.9141128598058 150 GTEX 1 100 100 0.5 0.0015 100 1850 -93 2263.130801866434 2298.2011936898466 150 GTEX 1 100 100 0.5 0.0015 100 1850 -94 2262.7906855825663 2292.658719719136 150 GTEX 1 100 100 0.5 0.0015 100 1850 -95 2262.341901963523 2292.0467441109195 150 GTEX 1 100 100 0.5 0.0015 100 1850 -96 2262.328474022839 2296.337033812084 150 GTEX 1 100 100 0.5 0.0015 100 1850 -97 2261.6934036798057 2294.8864957280034 150 GTEX 1 100 100 0.5 0.0015 100 1850 -98 2261.880409467179 2294.7590591952826 150 GTEX 1 100 100 0.5 0.0015 100 1850 -99 2261.844766199569 2292.477852592903 150 GTEX 1 100 100 0.5 0.0015 100 1850 -0 5091.2707933438205 7469.870844503773 150 GTEX 1 50 100 1.0 0.0015 5 9182 -1 4244.424987915465 3865.305096876485 150 GTEX 1 50 100 1.0 0.0015 5 9182 -2 3580.13091278318 3564.1674108468987 150 GTEX 1 50 100 1.0 0.0015 5 9182 -3 3163.0693321207877 3250.8275991229502 150 GTEX 1 50 100 1.0 0.0015 5 9182 -4 2921.2366708038453 2963.379686014734 150 GTEX 1 50 100 1.0 0.0015 5 9182 -5 2793.6210381240016 2831.912778208917 150 GTEX 1 50 100 1.0 0.0015 5 9182 -6 2727.1717165806635 2728.4710753698314 150 GTEX 1 50 100 1.0 0.0015 5 9182 -7 2670.97178170718 2739.6329605624696 150 GTEX 1 50 100 1.0 0.0015 5 9182 -8 2641.2864973858623 2642.335982057985 150 GTEX 1 50 100 1.0 0.0015 5 9182 -9 2617.858470284525 2662.558900550291 150 GTEX 1 50 100 1.0 0.0015 5 9182 -10 2594.6995507265783 2683.886054093393 150 GTEX 1 50 100 1.0 0.0015 5 9182 -11 2588.032671235237 2618.575973684797 150 GTEX 1 50 100 1.0 0.0015 5 9182 -12 2568.421071788433 2583.678600006684 150 GTEX 1 50 100 1.0 0.0015 5 9182 -13 2560.34734137126 2618.9624557205025 150 GTEX 1 50 100 1.0 0.0015 5 9182 -14 2550.097028349299 2575.084281892377 150 GTEX 1 50 100 1.0 0.0015 5 9182 -15 2541.747379878789 2585.9582231760933 150 GTEX 1 50 100 1.0 0.0015 5 9182 -16 2529.557902435145 2586.623652585106 150 GTEX 1 50 100 1.0 0.0015 5 9182 -17 2523.0569429704833 2557.3636878416114 150 GTEX 1 50 100 1.0 0.0015 5 9182 -18 2516.6430383998363 2564.663866630525 150 GTEX 1 50 100 1.0 0.0015 5 9182 -19 2507.339731982231 2546.3356734011113 150 GTEX 1 50 100 1.0 0.0015 5 9182 -20 2504.471473430321 2537.022656342829 150 GTEX 1 50 100 1.0 0.0015 5 9182 -21 2497.3418637706145 2533.9511825503505 150 GTEX 1 50 100 1.0 0.0015 5 9182 -22 2492.584581819371 2532.2817368888127 150 GTEX 1 50 100 1.0 0.0015 5 9182 -23 2489.1999257958983 2530.8909136986103 150 GTEX 1 50 100 1.0 0.0015 5 9182 -24 2482.903758538088 2516.325436204105 150 GTEX 1 50 100 1.0 0.0015 5 9182 -25 2480.79221458834 2516.7790480929184 150 GTEX 1 50 100 1.0 0.0015 5 9182 -26 2476.293639898174 2511.9012181967387 150 GTEX 1 50 100 1.0 0.0015 5 9182 -27 2470.6436931722533 2520.8235684819097 150 GTEX 1 50 100 1.0 0.0015 5 9182 -28 2470.8110862176677 2504.064832796162 150 GTEX 1 50 100 1.0 0.0015 5 9182 -29 2467.5385410030403 2496.96875 150 GTEX 1 50 100 1.0 0.0015 5 9182 -30 2461.5674274009807 2495.5541402722492 150 GTEX 1 50 100 1.0 0.0015 5 9182 -31 2459.1639503711913 2503.0951099468275 150 GTEX 1 50 100 1.0 0.0015 5 9182 -32 2456.901819648392 2495.623754233009 150 GTEX 1 50 100 1.0 0.0015 5 9182 -33 2455.221659623973 2495.505242989544 150 GTEX 1 50 100 1.0 0.0015 5 9182 -34 2452.543020971904 2489.330094370099 150 GTEX 1 50 100 1.0 0.0015 5 9182 -35 2448.932341223749 2477.865921310599 150 GTEX 1 50 100 1.0 0.0015 5 9182 -36 2445.953724533247 2482.740734259892 150 GTEX 1 50 100 1.0 0.0015 5 9182 -37 2443.536599379753 2480.7707185346358 150 GTEX 1 50 100 1.0 0.0015 5 9182 -38 2442.9381293190736 2480.4079756936194 150 GTEX 1 50 100 1.0 0.0015 5 9182 -39 2440.147258961227 2481.890045282052 150 GTEX 1 50 100 1.0 0.0015 5 9182 -40 2438.876444702857 2479.2142180816304 150 GTEX 1 50 100 1.0 0.0015 5 9182 -41 2437.0133831974717 2474.9074409978016 150 GTEX 1 50 100 1.0 0.0015 5 9182 -42 2435.130457382388 2468.468859538379 150 GTEX 1 50 100 1.0 0.0015 5 9182 -43 2431.671279515562 2469.541976406547 150 GTEX 1 50 100 1.0 0.0015 5 9182 -44 2431.663027810008 2474.339251500119 150 GTEX 1 50 100 1.0 0.0015 5 9182 -45 2428.6790991847915 2464.8170662651496 150 GTEX 1 50 100 1.0 0.0015 5 9182 -46 2427.913152575229 2459.795032805817 150 GTEX 1 50 100 1.0 0.0015 5 9182 -47 2426.5822252060198 2458.020389455353 150 GTEX 1 50 100 1.0 0.0015 5 9182 -48 2423.1317002894925 2459.399068738118 150 GTEX 1 50 100 1.0 0.0015 5 9182 -49 2422.893285531938 2452.659356062857 150 GTEX 1 50 100 1.0 0.0015 5 9182 -0 4451.0288315971775 3643.611524922766 50 GTEX 1 100 100 0.0 0.0015 5 1 -1 3101.2747665667994 2711.7413501812025 50 GTEX 1 100 100 0.0 0.0015 5 1 -2 2709.354088879669 2646.404827857652 50 GTEX 1 100 100 0.0 0.0015 5 1 -3 2606.0537979740066 2566.6835292337514 50 GTEX 1 100 100 0.0 0.0015 5 1 -4 2559.383557945115 2544.3061416683995 50 GTEX 1 100 100 0.0 0.0015 5 1 -5 2527.510481103768 2507.527245351117 50 GTEX 1 100 100 0.0 0.0015 5 1 -6 2506.6014713373183 2482.063523905359 50 GTEX 1 100 100 0.0 0.0015 5 1 -7 2491.709115406849 2472.608968408389 50 GTEX 1 100 100 0.0 0.0015 5 1 -8 2477.314658247481 2472.726346672261 50 GTEX 1 100 100 0.0 0.0015 5 1 -9 2465.9000321377466 2464.879356471305 50 GTEX 1 100 100 0.0 0.0015 5 1 -10 2455.975165815505 2453.873634483424 50 GTEX 1 100 100 0.0 0.0015 5 1 -11 2451.731171463414 2452.653329131268 50 GTEX 1 100 100 0.0 0.0015 5 1 -12 2444.7658640860604 2446.096429977127 50 GTEX 1 100 100 0.0 0.0015 5 1 -13 2439.741809903398 2436.6842853270555 50 GTEX 1 100 100 0.0 0.0015 5 1 -14 2433.1733071180233 2432.2116866311194 50 GTEX 1 100 100 0.0 0.0015 5 1 -15 2430.532187621722 2427.307230554153 50 GTEX 1 100 100 0.0 0.0015 5 1 -16 2425.962238173557 2421.962955605395 50 GTEX 1 100 100 0.0 0.0015 5 1 -17 2421.568124337749 2418.383860076788 50 GTEX 1 100 100 0.0 0.0015 5 1 -18 2418.3638861214863 2415.5115354124578 50 GTEX 1 100 100 0.0 0.0015 5 1 -19 2416.2025486764887 2414.011492711056 50 GTEX 1 100 100 0.0 0.0015 5 1 -20 2412.643990875789 2406.2661856879754 50 GTEX 1 100 100 0.0 0.0015 5 1 -21 2410.1770451232323 2405.9269829231525 50 GTEX 1 100 100 0.0 0.0015 5 1 -22 2407.533280155532 2405.4377687403453 50 GTEX 1 100 100 0.0 0.0015 5 1 -23 2405.771958833563 2401.5642967079075 50 GTEX 1 100 100 0.0 0.0015 5 1 -24 2402.9264069070928 2399.587386098651 50 GTEX 1 100 100 0.0 0.0015 5 1 -25 2401.756440288881 2397.7222960729564 50 GTEX 1 100 100 0.0 0.0015 5 1 -26 2399.552232374217 2397.2084701015924 50 GTEX 1 100 100 0.0 0.0015 5 1 -27 2397.76860551682 2396.0996516122564 50 GTEX 1 100 100 0.0 0.0015 5 1 -28 2396.699954550181 2393.313797287161 50 GTEX 1 100 100 0.0 0.0015 5 1 -29 2394.839370735598 2392.861242722196 50 GTEX 1 100 100 0.0 0.0015 5 1 -30 2393.082847510596 2391.7404023957347 50 GTEX 1 100 100 0.0 0.0015 5 1 -31 2391.914147679728 2390.331846984167 50 GTEX 1 100 100 0.0 0.0015 5 1 -32 2390.8696166566674 2389.166212422766 50 GTEX 1 100 100 0.0 0.0015 5 1 -33 2389.2993320083497 2389.70107208368 50 GTEX 1 100 100 0.0 0.0015 5 1 -34 2387.692203065996 2385.4126115806203 50 GTEX 1 100 100 0.0 0.0015 5 1 -35 2387.602345441732 2385.096247567877 50 GTEX 1 100 100 0.0 0.0015 5 1 -36 2385.983643119685 2385.6782806744595 50 GTEX 1 100 100 0.0 0.0015 5 1 -37 2384.8790224018303 2383.210207398853 50 GTEX 1 100 100 0.0 0.0015 5 1 -38 2383.986380346904 2381.1704746724986 50 GTEX 1 100 100 0.0 0.0015 5 1 -39 2382.538962594985 2379.839599609375 50 GTEX 1 100 100 0.0 0.0015 5 1 -40 2382.417589193465 2383.066275825065 50 GTEX 1 100 100 0.0 0.0015 5 1 -41 2381.2558341021772 2377.9130734055666 50 GTEX 1 100 100 0.0 0.0015 5 1 -42 2380.0564386229385 2376.8201551546163 50 GTEX 1 100 100 0.0 0.0015 5 1 -43 2379.167456098528 2377.5366572971125 50 GTEX 1 100 100 0.0 0.0015 5 1 -44 2378.4112264766754 2377.2282334244296 50 GTEX 1 100 100 0.0 0.0015 5 1 -45 2377.1479831049633 2375.886472752792 50 GTEX 1 100 100 0.0 0.0015 5 1 -46 2376.93175695735 2373.911665651735 50 GTEX 1 100 100 0.0 0.0015 5 1 -47 2376.438644497828 2372.89545629233 50 GTEX 1 100 100 0.0 0.0015 5 1 -48 2374.794184914332 2373.857130855662 50 GTEX 1 100 100 0.0 0.0015 5 1 -49 2374.542004643391 2371.169954365197 50 GTEX 1 100 100 0.0 0.0015 5 1 -50 2373.6498234048613 2370.8938113600584 50 GTEX 1 100 100 0.0 0.0015 5 1 -51 2372.6630884905708 2370.931726956096 50 GTEX 1 100 100 0.0 0.0015 5 1 -52 2372.565996340289 2370.254206088106 50 GTEX 1 100 100 0.0 0.0015 5 1 -53 2371.742233120024 2369.9189476332285 50 GTEX 1 100 100 0.0 0.0015 5 1 -54 2370.7725347186692 2368.999555348444 50 GTEX 1 100 100 0.0 0.0015 5 1 -55 2370.5197810899044 2370.756827582878 50 GTEX 1 100 100 0.0 0.0015 5 1 -56 2369.878607669652 2365.958180010545 50 GTEX 1 100 100 0.0 0.0015 5 1 -57 2369.5991381658 2367.249625898586 50 GTEX 1 100 100 0.0 0.0015 5 1 -58 2369.506369989173 2366.257715493554 50 GTEX 1 100 100 0.0 0.0015 5 1 -59 2368.4623470530028 2366.537139544469 50 GTEX 1 100 100 0.0 0.0015 5 1 -60 2368.073472273341 2365.5317582395137 50 GTEX 1 100 100 0.0 0.0015 5 1 -61 2366.831948055994 2365.2121786255348 50 GTEX 1 100 100 0.0 0.0015 5 1 -62 2367.414148994946 2366.1927230312804 50 GTEX 1 100 100 0.0 0.0015 5 1 -63 2366.9459234060173 2364.235943348236 50 GTEX 1 100 100 0.0 0.0015 5 1 -64 2366.1174561913667 2363.76603066332 50 GTEX 1 100 100 0.0 0.0015 5 1 -65 2366.3163676702625 2365.8671675417363 50 GTEX 1 100 100 0.0 0.0015 5 1 -66 2365.5229327140496 2362.795465389585 50 GTEX 1 100 100 0.0 0.0015 5 1 -67 2365.0139405921554 2363.376366444867 50 GTEX 1 100 100 0.0 0.0015 5 1 -68 2365.260791856333 2363.720632574857 50 GTEX 1 100 100 0.0 0.0015 5 1 -69 2365.1275934558043 2362.881854503327 50 GTEX 1 100 100 0.0 0.0015 5 1 -70 2364.169918341963 2362.6040633168964 50 GTEX 1 100 100 0.0 0.0015 5 1 -71 2364.227047402944 2361.897337474751 50 GTEX 1 100 100 0.0 0.0015 5 1 -72 2363.9786805430626 2361.1239171481407 50 GTEX 1 100 100 0.0 0.0015 5 1 -73 2363.655353923704 2361.4964042634565 50 GTEX 1 100 100 0.0 0.0015 5 1 -74 2363.7277216715383 2360.7274323089946 50 GTEX 1 100 100 0.0 0.0015 5 1 -75 2363.765756960239 2361.837397702293 50 GTEX 1 100 100 0.0 0.0015 5 1 -76 2364.039397390689 2360.375196797766 50 GTEX 1 100 100 0.0 0.0015 5 1 -77 2362.5850788945318 2361.6323762030656 50 GTEX 1 100 100 0.0 0.0015 5 1 -78 2363.434156328191 2361.232777874733 50 GTEX 1 100 100 0.0 0.0015 5 1 -79 2362.597573210725 2361.25477977216 50 GTEX 1 100 100 0.0 0.0015 5 1 -80 2362.322574546575 2359.398542861068 50 GTEX 1 100 100 0.0 0.0015 5 1 -81 2362.5502207348964 2360.980271488088 50 GTEX 1 100 100 0.0 0.0015 5 1 -82 2362.497211840307 2359.8362197005704 50 GTEX 1 100 100 0.0 0.0015 5 1 -83 2362.403368769269 2360.116666728553 50 GTEX 1 100 100 0.0 0.0015 5 1 -84 2361.887923283676 2359.4205169097554 50 GTEX 1 100 100 0.0 0.0015 5 1 -85 2361.7697235813384 2359.5429752480395 50 GTEX 1 100 100 0.0 0.0015 5 1 -86 2361.607391624979 2358.9368469470355 50 GTEX 1 100 100 0.0 0.0015 5 1 -87 2361.7509651381524 2361.2550434069035 50 GTEX 1 100 100 0.0 0.0015 5 1 -88 2361.4050491025155 2359.145242321174 50 GTEX 1 100 100 0.0 0.0015 5 1 -89 2361.4332937254903 2359.744249235088 50 GTEX 1 100 100 0.0 0.0015 5 1 -90 2361.1104776429393 2360.9856337630704 50 GTEX 1 100 100 0.0 0.0015 5 1 -91 2361.444351204348 2358.9792861068204 50 GTEX 1 100 100 0.0 0.0015 5 1 -92 2361.1381472576204 2358.171739469463 50 GTEX 1 100 100 0.0 0.0015 5 1 -93 2360.779077362483 2358.794871283121 50 GTEX 1 100 100 0.0 0.0015 5 1 -94 2360.643751119225 2358.794390892348 50 GTEX 1 100 100 0.0 0.0015 5 1 -95 2360.9376882567403 2358.250728244564 50 GTEX 1 100 100 0.0 0.0015 5 1 -96 2360.556811551805 2359.358991151527 50 GTEX 1 100 100 0.0 0.0015 5 1 -97 2360.442015247661 2358.0423635040397 50 GTEX 1 100 100 0.0 0.0015 5 1 -98 2360.946318642018 2357.8169808623456 50 GTEX 1 100 100 0.0 0.0015 5 1 -99 2360.512977439725 2358.0540984991385 50 GTEX 1 100 100 0.0 0.0015 5 1 -0 2610.889322985436 2395.963821701224 50 GTEX 1 50 100 0.0 0.0025 125 4973 -1 2376.2962599935963 2329.567091329016 50 GTEX 1 50 100 0.0 0.0025 125 4973 -2 2343.8404341540845 2309.259372493613 50 GTEX 1 50 100 0.0 0.0025 125 4973 -3 2328.9342908672893 2300.108251767467 50 GTEX 1 50 100 0.0 0.0025 125 4973 -4 2319.430174594975 2287.5204395830856 50 GTEX 1 50 100 0.0 0.0025 125 4973 -5 2313.0965835991965 2278.4292307806563 50 GTEX 1 50 100 0.0 0.0025 125 4973 -6 2308.284107427858 2272.3281305697487 50 GTEX 1 50 100 0.0 0.0025 125 4973 -7 2303.441408209933 2277.304596063302 50 GTEX 1 50 100 0.0 0.0025 125 4973 -8 2301.107171106706 2269.0180677986873 50 GTEX 1 50 100 0.0 0.0025 125 4973 -9 2298.137145938069 2264.721323687768 50 GTEX 1 50 100 0.0 0.0025 125 4973 -10 2296.411624729941 2265.033301059737 50 GTEX 1 50 100 0.0 0.0025 125 4973 -11 2294.066779926736 2269.8163227037785 50 GTEX 1 50 100 0.0 0.0025 125 4973 -12 2292.7717079105373 2281.7701773407794 50 GTEX 1 50 100 0.0 0.0025 125 4973 -13 2290.867238587206 2259.7483286114248 50 GTEX 1 50 100 0.0 0.0025 125 4973 -14 2289.6785691260184 2261.498060335225 50 GTEX 1 50 100 0.0 0.0025 125 4973 -15 2289.0485901220604 2270.832391427044 50 GTEX 1 50 100 0.0 0.0025 125 4973 -16 2287.1736271286936 2258.0798757574853 50 GTEX 1 50 100 0.0 0.0025 125 4973 -17 2287.033484272258 2261.361449731167 50 GTEX 1 50 100 0.0 0.0025 125 4973 -18 2287.863624973283 2263.741764199145 50 GTEX 1 50 100 0.0 0.0025 125 4973 -19 2285.667387604021 2258.546115657676 50 GTEX 1 50 100 0.0 0.0025 125 4973 -20 2284.6032585127123 2257.215110169617 50 GTEX 1 50 100 0.0 0.0025 125 4973 -21 2283.778347081061 2250.852268929717 50 GTEX 1 50 100 0.0 0.0025 125 4973 -22 2282.8304607761665 2251.169359794588 50 GTEX 1 50 100 0.0 0.0025 125 4973 -23 2283.3385858081438 2258.1652553543845 50 GTEX 1 50 100 0.0 0.0025 125 4973 -24 2281.885293465954 2251.1543316859256 50 GTEX 1 50 100 0.0 0.0025 125 4973 -25 2281.6751208814585 2251.056174622742 50 GTEX 1 50 100 0.0 0.0025 125 4973 -26 2280.549411514587 2252.180540135605 50 GTEX 1 50 100 0.0 0.0025 125 4973 -27 2281.7731034861226 2255.2266126277327 50 GTEX 1 50 100 0.0 0.0025 125 4973 -28 2280.694874145469 2252.6481070282794 50 GTEX 1 50 100 0.0 0.0025 125 4973 -29 2281.505295791054 2248.3319435264675 50 GTEX 1 50 100 0.0 0.0025 125 4973 -30 2279.076709464043 2250.692052804925 50 GTEX 1 50 100 0.0 0.0025 125 4973 -31 2278.6425925924013 2252.125925970621 50 GTEX 1 50 100 0.0 0.0025 125 4973 -32 2279.656695575337 2251.555311311787 50 GTEX 1 50 100 0.0 0.0025 125 4973 -33 2278.9452061220472 2247.708678503 50 GTEX 1 50 100 0.0 0.0025 125 4973 -34 2278.1722403985973 2250.944781517348 50 GTEX 1 50 100 0.0 0.0025 125 4973 -35 2278.1051244980513 2247.294415027923 50 GTEX 1 50 100 0.0 0.0025 125 4973 -36 2276.790151603927 2247.896036010278 50 GTEX 1 50 100 0.0 0.0025 125 4973 -37 2277.0503948079104 2247.8318005696 50 GTEX 1 50 100 0.0 0.0025 125 4973 -38 2276.6884063143684 2249.124231838908 50 GTEX 1 50 100 0.0 0.0025 125 4973 -39 2277.812948205774 2247.414472340631 50 GTEX 1 50 100 0.0 0.0025 125 4973 -40 2277.251336597069 2249.0949994801567 50 GTEX 1 50 100 0.0 0.0025 125 4973 -41 2276.6886791834877 2245.8306643409874 50 GTEX 1 50 100 0.0 0.0025 125 4973 -42 2275.7398491965514 2251.796797951818 50 GTEX 1 50 100 0.0 0.0025 125 4973 -43 2275.3260864889635 2245.965350597077 50 GTEX 1 50 100 0.0 0.0025 125 4973 -44 2275.63210016744 2244.797952746257 50 GTEX 1 50 100 0.0 0.0025 125 4973 -45 2276.5015202892278 2251.4673506007903 50 GTEX 1 50 100 0.0 0.0025 125 4973 -46 2275.847548866292 2249.412841796875 50 GTEX 1 50 100 0.0 0.0025 125 4973 -47 2275.5187132099913 2245.9115964940293 50 GTEX 1 50 100 0.0 0.0025 125 4973 -48 2275.8785302265023 2247.837678974572 50 GTEX 1 50 100 0.0 0.0025 125 4973 -49 2275.348811553249 2246.323570338492 50 GTEX 1 50 100 0.0 0.0025 125 4973 -0 5092.521872132308 4784.213414181321 100 GTEX 1 100 100 0.5 0.001 5 5730 -1 4240.359710819079 3571.8758586694985 100 GTEX 1 100 100 0.5 0.001 5 5730 -2 3568.042350700542 3543.452491905299 100 GTEX 1 100 100 0.5 0.001 5 5730 -3 3154.024841276358 3200.1454131267824 100 GTEX 1 100 100 0.5 0.001 5 5730 -4 2920.0537060634556 2886.046914916528 100 GTEX 1 100 100 0.5 0.001 5 5730 -5 2801.785736570744 2808.859392637536 100 GTEX 1 100 100 0.5 0.001 5 5730 -6 2722.7784250657714 2668.7118407274834 100 GTEX 1 100 100 0.5 0.001 5 5730 -7 2675.675961718585 2645.2153153220056 100 GTEX 1 100 100 0.5 0.001 5 5730 -8 2637.352171652393 2674.141754730573 100 GTEX 1 100 100 0.5 0.001 5 5730 -9 2612.46151936806 2629.987990694808 100 GTEX 1 100 100 0.5 0.001 5 5730 -10 2590.0967248949064 2591.226051939758 100 GTEX 1 100 100 0.5 0.001 5 5730 -11 2579.3297057892714 2593.5059057895674 100 GTEX 1 100 100 0.5 0.001 5 5730 -12 2560.7961306637944 2585.747907631297 100 GTEX 1 100 100 0.5 0.001 5 5730 -13 2552.579508351791 2564.708834920093 100 GTEX 1 100 100 0.5 0.001 5 5730 -14 2539.1707078855748 2569.3543631550024 100 GTEX 1 100 100 0.5 0.001 5 5730 -15 2531.7773665471177 2536.480535586977 100 GTEX 1 100 100 0.5 0.001 5 5730 -16 2520.6958831758097 2559.499251797172 100 GTEX 1 100 100 0.5 0.001 5 5730 -17 2512.6157786690774 2530.227282854088 100 GTEX 1 100 100 0.5 0.001 5 5730 -18 2506.2721416489107 2523.067897085908 100 GTEX 1 100 100 0.5 0.001 5 5730 -19 2502.5670734009423 2519.709690804717 100 GTEX 1 100 100 0.5 0.001 5 5730 -20 2495.6881054904125 2513.314705620247 100 GTEX 1 100 100 0.5 0.001 5 5730 -21 2490.214988810845 2505.876090742336 100 GTEX 1 100 100 0.5 0.001 5 5730 -22 2483.506476135028 2515.315006386645 100 GTEX 1 100 100 0.5 0.001 5 5730 -23 2478.867596636053 2511.2278184781962 100 GTEX 1 100 100 0.5 0.001 5 5730 -24 2475.961754946871 2487.2337530447962 100 GTEX 1 100 100 0.5 0.001 5 5730 -25 2470.090428480594 2485.276414530359 100 GTEX 1 100 100 0.5 0.001 5 5730 -26 2469.0910652783605 2486.154707179777 100 GTEX 1 100 100 0.5 0.001 5 5730 -27 2462.7818303723207 2482.062720933341 100 GTEX 1 100 100 0.5 0.001 5 5730 -28 2460.3799882620638 2481.0668629693437 100 GTEX 1 100 100 0.5 0.001 5 5730 -29 2457.088148485157 2469.4844501915995 100 GTEX 1 100 100 0.5 0.001 5 5730 -30 2452.5581434553496 2480.587442260278 100 GTEX 1 100 100 0.5 0.001 5 5730 -31 2448.803138172814 2468.7189653635933 100 GTEX 1 100 100 0.5 0.001 5 5730 -32 2446.395681859725 2465.75341796875 100 GTEX 1 100 100 0.5 0.001 5 5730 -33 2443.534096106665 2458.266936675677 100 GTEX 1 100 100 0.5 0.001 5 5730 -34 2440.925567514128 2460.6447419721358 100 GTEX 1 100 100 0.5 0.001 5 5730 -35 2438.438157119179 2462.2590712630704 100 GTEX 1 100 100 0.5 0.001 5 5730 -36 2436.3990475549936 2455.647842465245 100 GTEX 1 100 100 0.5 0.001 5 5730 -37 2434.071466281722 2456.388071270497 100 GTEX 1 100 100 0.5 0.001 5 5730 -38 2430.180094108771 2456.556254455799 100 GTEX 1 100 100 0.5 0.001 5 5730 -39 2428.9600382517065 2453.620260144368 100 GTEX 1 100 100 0.5 0.001 5 5730 -40 2426.576645714637 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2425.884244853553 100 GTEX 1 100 100 0.5 0.001 5 5730 -54 2405.4896624097605 2426.0949911255348 100 GTEX 1 100 100 0.5 0.001 5 5730 -55 2404.216361898775 2423.866346468037 100 GTEX 1 100 100 0.5 0.001 5 5730 -56 2403.17907058524 2421.957224334601 100 GTEX 1 100 100 0.5 0.001 5 5730 -57 2401.970068312956 2429.257320505585 100 GTEX 1 100 100 0.5 0.001 5 5730 -58 2401.0600333725047 2422.615311423182 100 GTEX 1 100 100 0.5 0.001 5 5730 -59 2399.989859950395 2424.426224973265 100 GTEX 1 100 100 0.5 0.001 5 5730 -60 2399.4723419128204 2422.2448786166237 100 GTEX 1 100 100 0.5 0.001 5 5730 -61 2398.332298651937 2417.9874764214 100 GTEX 1 100 100 0.5 0.001 5 5730 -62 2397.492389450484 2417.8875356463877 100 GTEX 1 100 100 0.5 0.001 5 5730 -63 2396.127132407309 2415.940389770972 100 GTEX 1 100 100 0.5 0.001 5 5730 -64 2395.3826393037994 2417.4529941109195 100 GTEX 1 100 100 0.5 0.001 5 5730 -65 2394.4253332505345 2413.7578060019605 100 GTEX 1 100 100 0.5 0.001 5 5730 -66 2393.366379517543 2414.3021931811427 100 GTEX 1 100 100 0.5 0.001 5 5730 -67 2393.0979474290216 2415.9983717769724 100 GTEX 1 100 100 0.5 0.001 5 5730 -68 2392.1507859125777 2411.541325674311 100 GTEX 1 100 100 0.5 0.001 5 5730 -69 2391.0944434037315 2412.4822473562267 100 GTEX 1 100 100 0.5 0.001 5 5730 -70 2391.0835219081328 2411.620024358365 100 GTEX 1 100 100 0.5 0.001 5 5730 -71 2389.5845399902705 2411.079322495841 100 GTEX 1 100 100 0.5 0.001 5 5730 -72 2388.582450211508 2410.63242725909 100 GTEX 1 100 100 0.5 0.001 5 5730 -73 2388.886123059253 2409.43928788914 100 GTEX 1 100 100 0.5 0.001 5 5730 -74 2387.2323886592903 2412.0676009609674 100 GTEX 1 100 100 0.5 0.001 5 5730 -75 2387.189944939288 2409.2800153725047 100 GTEX 1 100 100 0.5 0.001 5 5730 -76 2386.604211272339 2407.896818559886 100 GTEX 1 100 100 0.5 0.001 5 5730 -77 2385.355851504321 2407.7362965630937 100 GTEX 1 100 100 0.5 0.001 5 5730 -78 2385.0102373757613 2406.6611179598385 100 GTEX 1 100 100 0.5 0.001 5 5730 -79 2384.8037957561883 2405.580813331749 100 GTEX 1 100 100 0.5 0.001 5 5730 -80 2383.8530165641173 2404.3851387981226 100 GTEX 1 100 100 0.5 0.001 5 5730 -81 2382.7190520618083 2402.346558081333 100 GTEX 1 100 100 0.5 0.001 5 5730 -82 2382.202864560983 2403.5550235414685 100 GTEX 1 100 100 0.5 0.001 5 5730 -83 2381.2603951761707 2401.6172042092444 100 GTEX 1 100 100 0.5 0.001 5 5730 -84 2381.382812835252 2401.852578050737 100 GTEX 1 100 100 0.5 0.001 5 5730 -85 2380.928991336889 2403.068810524596 100 GTEX 1 100 100 0.5 0.001 5 5730 -86 2379.6317797441525 2401.3759839888307 100 GTEX 1 100 100 0.5 0.001 5 5730 -87 2378.939008606995 2399.6513467650907 100 GTEX 1 100 100 0.5 0.001 5 5730 -88 2378.033790537608 2399.993066591908 100 GTEX 1 100 100 0.5 0.001 5 5730 -89 2377.6835437201266 2397.801466329016 100 GTEX 1 100 100 0.5 0.001 5 5730 -90 2377.265908055614 2398.9276164819985 100 GTEX 1 100 100 0.5 0.001 5 5730 -91 2376.4965167603173 2398.6167512030656 100 GTEX 1 100 100 0.5 0.001 5 5730 -92 2375.8547024677005 2398.780152759625 100 GTEX 1 100 100 0.5 0.001 5 5730 -93 2375.324012931227 2395.0993151066423 100 GTEX 1 100 100 0.5 0.001 5 5730 -94 2374.779367303652 2395.756798805846 100 GTEX 1 100 100 0.5 0.001 5 5730 -95 2374.3647332252413 2396.3346304657794 100 GTEX 1 100 100 0.5 0.001 5 5730 -96 2373.4554819743908 2393.821570334779 100 GTEX 1 100 100 0.5 0.001 5 5730 -97 2372.8894258303517 2392.894172001248 100 GTEX 1 100 100 0.5 0.001 5 5730 -98 2372.743637566885 2392.579117343453 100 GTEX 1 100 100 0.5 0.001 5 5730 -99 2372.526179988092 2393.804500913439 100 GTEX 1 100 100 0.5 0.001 5 5730 -0 2773.4191613693456 2521.317258885605 50 GTEX 1 50 100 1.0 0.002 75 7679 -1 2422.6389683406837 2402.384471820788 50 GTEX 1 50 100 1.0 0.002 75 7679 -2 2377.7690748692416 2377.922952746257 50 GTEX 1 50 100 1.0 0.002 75 7679 -3 2353.0038809513885 2377.6968367543964 50 GTEX 1 50 100 1.0 0.002 75 7679 -4 2340.6882007019035 2340.2934988043608 50 GTEX 1 50 100 1.0 0.002 75 7679 -5 2330.267559557212 2337.5217832848152 50 GTEX 1 50 100 1.0 0.002 75 7679 -6 2322.619730332793 2336.9249499650964 50 GTEX 1 50 100 1.0 0.002 75 7679 -7 2316.886088605691 2329.046851792716 50 GTEX 1 50 100 1.0 0.002 75 7679 -8 2311.7237379526 2323.6505242989538 50 GTEX 1 50 100 1.0 0.002 75 7679 -9 2307.4754578455513 2315.2334592405828 50 GTEX 1 50 100 1.0 0.002 75 7679 -10 2304.4312821377466 2314.064099910141 50 GTEX 1 50 100 1.0 0.002 75 7679 -11 2300.2655607090337 2309.1752010679065 50 GTEX 1 50 100 1.0 0.002 75 7679 -12 2297.628675184193 2306.526788631773 50 GTEX 1 50 100 1.0 0.002 75 7679 -13 2295.1856706344656 2304.077230591285 50 GTEX 1 50 100 1.0 0.002 75 7679 -14 2292.6917472267983 2301.6884389667002 50 GTEX 1 50 100 1.0 0.002 75 7679 -15 2291.059958276117 2311.1088853263127 50 GTEX 1 50 100 1.0 0.002 75 7679 -16 2289.7521917468657 2304.638309841373 50 GTEX 1 50 100 1.0 0.002 75 7679 -17 2289.725900352045 2300.8272848963284 50 GTEX 1 50 100 1.0 0.002 75 7679 -18 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2277.3221066898914 2291.353257095859 50 GTEX 1 50 100 1.0 0.002 75 7679 -32 2276.10334975276 2287.0081972767643 50 GTEX 1 50 100 1.0 0.002 75 7679 -33 2274.538457680091 2283.0615865613117 50 GTEX 1 50 100 1.0 0.002 75 7679 -34 2274.076444718331 2286.942143777477 50 GTEX 1 50 100 1.0 0.002 75 7679 -35 2274.280235966672 2295.7866336256834 50 GTEX 1 50 100 1.0 0.002 75 7679 -36 2273.505258810209 2286.811645971958 50 GTEX 1 50 100 1.0 0.002 75 7679 -37 2273.537574291783 2286.7863166141874 50 GTEX 1 50 100 1.0 0.002 75 7679 -38 2273.161155325943 2282.1863809447777 50 GTEX 1 50 100 1.0 0.002 75 7679 -39 2272.690675091766 2286.7528906992634 50 GTEX 1 50 100 1.0 0.002 75 7679 -40 2272.444236522468 2285.2380570676387 50 GTEX 1 50 100 1.0 0.002 75 7679 -41 2271.9238882640025 2282.5842572926567 50 GTEX 1 50 100 1.0 0.002 75 7679 -42 2271.1345983343867 2283.7933827679417 50 GTEX 1 50 100 1.0 0.002 75 7679 -43 2271.771570405752 2281.2694945824915 50 GTEX 1 50 100 1.0 0.002 75 7679 -44 2271.843747266409 2282.374356694095 50 GTEX 1 50 100 1.0 0.002 75 7679 -45 2271.2110936241515 2282.268989127852 50 GTEX 1 50 100 1.0 0.002 75 7679 -46 2271.325251144807 2281.0666058326397 50 GTEX 1 50 100 1.0 0.002 75 7679 -47 2270.554861676168 2280.758296603939 50 GTEX 1 50 100 1.0 0.002 75 7679 -48 2270.9036677622353 2282.182504400101 50 GTEX 1 50 100 1.0 0.002 75 7679 -49 2270.623435509121 2285.360974910141 50 GTEX 1 50 100 1.0 0.002 75 7679 -0 5086.652381401348 4908.24952564312 50 GTEX 1 50 100 0.0 0.0005 5 4488 -1 4305.709618387598 4039.34723666231 50 GTEX 1 50 100 0.0 0.0005 5 4488 -2 3686.532839505816 3187.178957862999 50 GTEX 1 50 100 0.0 0.0005 5 4488 -3 3243.6721052921503 3188.938469600315 50 GTEX 1 50 100 0.0 0.0005 5 4488 -4 3005.9074254957186 2815.481573880852 50 GTEX 1 50 100 0.0 0.0005 5 4488 -5 2851.937589847464 2813.1691681024236 50 GTEX 1 50 100 0.0 0.0005 5 4488 -6 2751.065291744308 2708.88996823387 50 GTEX 1 50 100 0.0 0.0005 5 4488 -7 2678.1309925215132 2665.971826357533 50 GTEX 1 50 100 0.0 0.0005 5 4488 -8 2649.3460680594017 2612.7353775546576 50 GTEX 1 50 100 0.0 0.0005 5 4488 -9 2621.129678437888 2575.654395738029 50 GTEX 1 50 100 0.0 0.0005 5 4488 -10 2605.764900392069 2572.675358877436 50 GTEX 1 50 100 0.0 0.0005 5 4488 -11 2585.256808936841 2570.57519206348 50 GTEX 1 50 100 0.0 0.0005 5 4488 -12 2569.896409588076 2544.585886908121 50 GTEX 1 50 100 0.0 0.0005 5 4488 -13 2553.6184523274105 2524.538118891843 50 GTEX 1 50 100 0.0 0.0005 5 4488 -14 2542.5478082892378 2518.00483129233 50 GTEX 1 50 100 0.0 0.0005 5 4488 -15 2532.0867736951795 2511.605210220859 50 GTEX 1 50 100 0.0 0.0005 5 4488 -16 2521.452092476249 2512.732781587898 50 GTEX 1 50 100 0.0 0.0005 5 4488 -17 2517.0405196845372 2494.616416554034 50 GTEX 1 50 100 0.0 0.0005 5 4488 -18 2511.293196411713 2502.461434135872 50 GTEX 1 50 100 0.0 0.0005 5 4488 -19 2501.5687391120555 2493.873918076432 50 GTEX 1 50 100 0.0 0.0005 5 4488 -20 2495.235418767577 2474.451021491801 50 GTEX 1 50 100 0.0 0.0005 5 4488 -21 2488.6825133368297 2466.4743963321357 50 GTEX 1 50 100 0.0 0.0005 5 4488 -22 2480.441569388649 2457.034548219166 50 GTEX 1 50 100 0.0 0.0005 5 4488 -23 2476.7277643516627 2458.430548954373 50 GTEX 1 50 100 0.0 0.0005 5 4488 -24 2472.660266367299 2455.254886989811 50 GTEX 1 50 100 0.0 0.0005 5 4488 -25 2466.8552898803077 2449.5865956585667 50 GTEX 1 50 100 0.0 0.0005 5 4488 -26 2462.112292721592 2444.111800625297 50 GTEX 1 50 100 0.0 0.0005 5 4488 -27 2457.7662278083985 2433.311770827145 50 GTEX 1 50 100 0.0 0.0005 5 4488 -28 2454.24894050138 2432.4744715237343 50 GTEX 1 50 100 0.0 0.0005 5 4488 -29 2450.5373492605067 2435.44367267333 50 GTEX 1 50 100 0.0 0.0005 5 4488 -30 2447.992814008117 2427.41061018447 50 GTEX 1 50 100 0.0 0.0005 5 4488 -31 2444.2651775936724 2426.5120130183577 50 GTEX 1 50 100 0.0 0.0005 5 4488 -32 2440.321579699961 2421.6244309574026 50 GTEX 1 50 100 0.0 0.0005 5 4488 -33 2437.222586079234 2424.1710822391874 50 GTEX 1 50 100 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9763 -73 2267.4511190599583 2285.9367030618764 150 GTEX 1 100 100 0.0 0.002 100 9763 -74 2265.9108325301045 2281.5897249287077 150 GTEX 1 100 100 0.0 0.002 100 9763 -75 2265.954039308833 2281.5496584816124 150 GTEX 1 100 100 0.0 0.002 100 9763 -76 2265.5810133999607 2281.438702137298 150 GTEX 1 100 100 0.0 0.002 100 9763 -77 2265.580171324981 2283.2415372319097 150 GTEX 1 100 100 0.0 0.002 100 9763 -78 2264.741266073516 2283.260689739039 150 GTEX 1 100 100 0.0 0.002 100 9763 -79 2265.310747664997 2280.3373591782024 150 GTEX 1 100 100 0.0 0.002 100 9763 -80 2264.484180244533 2280.074306937678 150 GTEX 1 100 100 0.0 0.002 100 9763 -81 2266.1424238576274 2284.4566255866807 150 GTEX 1 100 100 0.0 0.002 100 9763 -82 2264.310993430304 2280.7300185286954 150 GTEX 1 100 100 0.0 0.002 100 9763 -83 2264.177681637324 2281.8759719210434 150 GTEX 1 100 100 0.0 0.002 100 9763 -84 2263.8733842671827 2283.6763400813925 150 GTEX 1 100 100 0.0 0.002 100 9763 -85 2263.398347729902 2285.898558177876 150 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2528.4747831901277 2501.670521551212 100 GTEX 1 100 100 1.0 0.0015 5 4233 -12 2518.472222202165 2503.5908314519957 100 GTEX 1 100 100 1.0 0.0015 5 4233 -13 2505.724456732309 2498.248760731048 100 GTEX 1 100 100 1.0 0.0015 5 4233 -14 2498.280615729516 2499.8465218779706 100 GTEX 1 100 100 1.0 0.0015 5 4233 -15 2489.857562525995 2470.661016776081 100 GTEX 1 100 100 1.0 0.0015 5 4233 -16 2482.9888501463965 2465.3741951714 100 GTEX 1 100 100 1.0 0.0015 5 4233 -17 2476.6548664934767 2475.867862367811 100 GTEX 1 100 100 1.0 0.0015 5 4233 -18 2465.695932380448 2459.701827248693 100 GTEX 1 100 100 1.0 0.0015 5 4233 -19 2463.3292670479113 2448.2206678499288 100 GTEX 1 100 100 1.0 0.0015 5 4233 -20 2460.427824557715 2461.1688951847673 100 GTEX 1 100 100 1.0 0.0015 5 4233 -21 2452.1513360348777 2442.065034235385 100 GTEX 1 100 100 1.0 0.0015 5 4233 -22 2451.547150009573 2436.320432249584 100 GTEX 1 100 100 1.0 0.0015 5 4233 -23 2447.1795578865235 2437.036075258436 100 GTEX 1 100 100 1.0 0.0015 5 4233 -24 2442.957408795025 2433.198926338225 100 GTEX 1 100 100 1.0 0.0015 5 4233 -25 2440.637041159009 2433.5328197406725 100 GTEX 1 100 100 1.0 0.0015 5 4233 -26 2437.503050842317 2431.709183029349 100 GTEX 1 100 100 1.0 0.0015 5 4233 -27 2435.007879601923 2425.1981150115853 100 GTEX 1 100 100 1.0 0.0015 5 4233 -28 2430.335015325646 2422.369428395319 100 GTEX 1 100 100 1.0 0.0015 5 4233 -29 2429.4756060526042 2424.1237291691423 100 GTEX 1 100 100 1.0 0.0015 5 4233 -30 2427.313296687053 2419.233688064401 100 GTEX 1 100 100 1.0 0.0015 5 4233 -31 2425.119529310697 2418.243802726949 100 GTEX 1 100 100 1.0 0.0015 5 4233 -32 2422.033873138476 2413.250922721602 100 GTEX 1 100 100 1.0 0.0015 5 4233 -33 2420.1227467473364 2411.1288533373927 100 GTEX 1 100 100 1.0 0.0015 5 4233 -34 2418.17823696892 2409.482644664924 100 GTEX 1 100 100 1.0 0.0015 5 4233 -35 2415.91399498546 2408.201882017883 100 GTEX 1 100 100 1.0 0.0015 5 4233 -36 2415.438498379651 2408.724872081452 100 GTEX 1 100 100 1.0 0.0015 5 4233 -37 2412.9560623467128 2404.7632457892705 100 GTEX 1 100 100 1.0 0.0015 5 4233 -38 2412.004871671827 2401.596979525606 100 GTEX 1 100 100 1.0 0.0015 5 4233 -39 2411.045506089822 2406.1088356627256 100 GTEX 1 100 100 1.0 0.0015 5 4233 -40 2408.2285989221605 2401.0527167374644 100 GTEX 1 100 100 1.0 0.0015 5 4233 -41 2407.733745809869 2399.9244649328657 100 GTEX 1 100 100 1.0 0.0015 5 4233 -42 2404.996684463548 2398.869933385813 100 GTEX 1 100 100 1.0 0.0015 5 4233 -43 2404.145243427828 2397.5079489588284 100 GTEX 1 100 100 1.0 0.0015 5 4233 -44 2403.7314339397303 2394.832849074679 100 GTEX 1 100 100 1.0 0.0015 5 4233 -45 2402.381283468438 2393.658334942372 100 GTEX 1 100 100 1.0 0.0015 5 4233 -46 2401.3676276339443 2392.6449564074383 100 GTEX 1 100 100 1.0 0.0015 5 4233 -47 2398.785423987189 2391.91950228731 100 GTEX 1 100 100 1.0 0.0015 5 4233 -48 2398.8779151427325 2390.016254381535 100 GTEX 1 100 100 1.0 0.0015 5 4233 -49 2397.7913809204424 2394.4690999658387 100 GTEX 1 100 100 1.0 0.0015 5 4233 -50 2396.316289092415 2388.720021759149 100 GTEX 1 100 100 1.0 0.0015 5 4233 -51 2395.121816965346 2385.612207216908 100 GTEX 1 100 100 1.0 0.0015 5 4233 -52 2394.432750050339 2387.6328876915995 100 GTEX 1 100 100 1.0 0.0015 5 4233 -53 2393.580363630531 2384.848203013605 100 GTEX 1 100 100 1.0 0.0015 5 4233 -54 2392.979274454396 2388.7602474082105 100 GTEX 1 100 100 1.0 0.0015 5 4233 -55 2391.533914116553 2386.482497994891 100 GTEX 1 100 100 1.0 0.0015 5 4233 -56 2390.9460105972557 2382.935635062678 100 GTEX 1 100 100 1.0 0.0015 5 4233 -57 2390.590860542708 2382.817523912785 100 GTEX 1 100 100 1.0 0.0015 5 4233 -58 2389.279872889049 2383.5837467324145 100 GTEX 1 100 100 1.0 0.0015 5 4233 -59 2388.5979317495558 2380.1140099587096 100 GTEX 1 100 100 1.0 0.0015 5 4233 -60 2387.5616182363738 2379.146577204135 100 GTEX 1 100 100 1.0 0.0015 5 4233 -61 2386.6431002924633 2380.271194748099 100 GTEX 1 100 100 1.0 0.0015 5 4233 -62 2386.342513256369 2379.5857462719823 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3197.7503205006537 3041.5898901645674 50 GTEX 1 100 100 1.0 0.0005 5 3374 -4 2962.3175926027175 2911.6117115093275 50 GTEX 1 100 100 1.0 0.0005 5 3374 -5 2815.1572384510423 2660.9179877799725 50 GTEX 1 100 100 1.0 0.0005 5 3374 -6 2737.139153141752 2730.995498715245 50 GTEX 1 100 100 1.0 0.0005 5 3374 -7 2680.0283308342464 2676.431750627525 50 GTEX 1 100 100 1.0 0.0005 5 3374 -8 2641.4580272570997 2660.849419539419 50 GTEX 1 100 100 1.0 0.0005 5 3374 -9 2623.9151712032585 2588.81055012402 50 GTEX 1 100 100 1.0 0.0005 5 3374 -10 2598.862103665405 2588.0874223020137 50 GTEX 1 100 100 1.0 0.0005 5 3374 -11 2577.2314798176394 2540.6303813049553 50 GTEX 1 100 100 1.0 0.0005 5 3374 -12 2570.781556394292 2564.0065166052755 50 GTEX 1 100 100 1.0 0.0005 5 3374 -13 2553.708125924263 2516.7507658403642 50 GTEX 1 100 100 1.0 0.0005 5 3374 -14 2542.406041344481 2501.2814092019667 50 GTEX 1 100 100 1.0 0.0005 5 3374 -15 2535.144403596457 2521.7954328993883 50 GTEX 1 100 100 1.0 0.0005 5 3374 -16 2524.030916269797 2495.402767979147 50 GTEX 1 100 100 1.0 0.0005 5 3374 -17 2513.4876060530164 2496.2694579149834 50 GTEX 1 100 100 1.0 0.0005 5 3374 -18 2506.2299927441213 2486.038890301955 50 GTEX 1 100 100 1.0 0.0005 5 3374 -19 2500.269177533637 2477.843315559648 50 GTEX 1 100 100 1.0 0.0005 5 3374 -20 2493.461562796053 2482.1183631809945 50 GTEX 1 100 100 1.0 0.0005 5 3374 -21 2488.356412148368 2461.1695797996376 50 GTEX 1 100 100 1.0 0.0005 5 3374 -22 2479.593749226342 2453.440784758941 50 GTEX 1 100 100 1.0 0.0005 5 3374 -23 2476.6359253638875 2456.227212303945 50 GTEX 1 100 100 1.0 0.0005 5 3374 -24 2471.7770517457434 2443.780005625445 50 GTEX 1 100 100 1.0 0.0005 5 3374 -25 2465.743537919756 2441.8009794402037 50 GTEX 1 100 100 1.0 0.0005 5 3374 -26 2462.4446913816987 2439.0938859946828 50 GTEX 1 100 100 1.0 0.0005 5 3374 -27 2457.597646089294 2434.772391315649 50 GTEX 1 100 100 1.0 0.0005 5 3374 -28 2452.3992863315907 2431.4451356604973 50 GTEX 1 100 100 1.0 0.0005 5 3374 -29 2449.930222535972 2427.2835322042833 50 GTEX 1 100 100 1.0 0.0005 5 3374 -30 2444.999313456035 2426.1586677348205 50 GTEX 1 100 100 1.0 0.0005 5 3374 -31 2443.560824979204 2424.0022260426567 50 GTEX 1 100 100 1.0 0.0005 5 3374 -32 2440.067495792333 2418.4164556351 50 GTEX 1 100 100 1.0 0.0005 5 3374 -33 2436.800765622112 2418.0891452107594 50 GTEX 1 100 100 1.0 0.0005 5 3374 -34 2432.388760897229 2418.7607500779764 50 GTEX 1 100 100 1.0 0.0005 5 3374 -35 2431.0216401123225 2410.6889188933287 50 GTEX 1 100 100 1.0 0.0005 5 3374 -36 2427.115722088901 2408.6733421644785 50 GTEX 1 100 100 1.0 0.0005 5 3374 -37 2427.704167529725 2404.337766698105 50 GTEX 1 100 100 1.0 0.0005 5 3374 -38 2424.329295441154 2404.161014455353 50 GTEX 1 100 100 1.0 0.0005 5 3374 -39 2421.52015458612 2398.4361804338464 50 GTEX 1 100 100 1.0 0.0005 5 3374 -40 2419.780425977037 2398.839113184708 50 GTEX 1 100 100 1.0 0.0005 5 3374 -41 2417.510245576534 2398.1617389867515 50 GTEX 1 100 100 1.0 0.0005 5 3374 -42 2416.2376308874327 2392.6866102327413 50 GTEX 1 100 100 1.0 0.0005 5 3374 -43 2414.56979211195 2397.873684611157 50 GTEX 1 100 100 1.0 0.0005 5 3374 -44 2412.5872880486986 2395.479926163706 50 GTEX 1 100 100 1.0 0.0005 5 3374 -45 2410.1474737028548 2388.8490709660173 50 GTEX 1 100 100 1.0 0.0005 5 3374 -46 2408.7828957765296 2388.161308259565 50 GTEX 1 100 100 1.0 0.0005 5 3374 -47 2408.0512112490264 2389.548440099216 50 GTEX 1 100 100 1.0 0.0005 5 3374 -48 2406.751281306322 2386.720864647695 50 GTEX 1 100 100 1.0 0.0005 5 3374 -49 2404.988049513689 2382.3290737137595 50 GTEX 1 100 100 1.0 0.0005 5 3374 -50 2403.7917492331508 2382.532022338403 50 GTEX 1 100 100 1.0 0.0005 5 3374 -51 2403.514578653563 2385.640606434173 50 GTEX 1 100 100 1.0 0.0005 5 3374 -52 2401.771889152781 2381.9330989707105 50 GTEX 1 100 100 1.0 0.0005 5 3374 -53 2401.2920024513605 2382.128496409369 50 GTEX 1 100 100 1.0 0.0005 5 3374 -54 2400.1882746635933 2380.0429487917363 50 GTEX 1 100 100 1.0 0.0005 5 3374 -55 2399.419022343032 2379.633698554093 50 GTEX 1 100 100 1.0 0.0005 5 3374 -56 2398.082890113354 2379.198115475731 50 GTEX 1 100 100 1.0 0.0005 5 3374 -57 2397.172942415719 2376.496475277745 50 GTEX 1 100 100 1.0 0.0005 5 3374 -58 2396.0259258157034 2375.449808679153 50 GTEX 1 100 100 1.0 0.0005 5 3374 -59 2394.9412979636913 2376.903558883377 50 GTEX 1 100 100 1.0 0.0005 5 3374 -60 2395.039731043526 2374.796817910082 50 GTEX 1 100 100 1.0 0.0005 5 3374 -61 2393.5052935732347 2374.991999056856 50 GTEX 1 100 100 1.0 0.0005 5 3374 -62 2393.2677475560668 2373.64143957566 50 GTEX 1 100 100 1.0 0.0005 5 3374 -63 2392.6673165822313 2371.8727321842325 50 GTEX 1 100 100 1.0 0.0005 5 3374 -64 2392.418860132772 2371.828661088254 50 GTEX 1 100 100 1.0 0.0005 5 3374 -65 2390.768049102103 2371.966051457046 50 GTEX 1 100 100 1.0 0.0005 5 3374 -66 2389.8076484948533 2370.9979034539865 50 GTEX 1 100 100 1.0 0.0005 5 3374 -67 2390.4074003260503 2370.1089971854212 50 GTEX 1 100 100 1.0 0.0005 5 3374 -68 2389.499814941045 2371.1699659688393 50 GTEX 1 100 100 1.0 0.0005 5 3374 -69 2388.575451883228 2368.335687789627 50 GTEX 1 100 100 1.0 0.0005 5 3374 -70 2388.517551872211 2369.3993133428885 50 GTEX 1 100 100 1.0 0.0005 5 3374 -71 2387.270521686764 2367.8233642578125 50 GTEX 1 100 100 1.0 0.0005 5 3374 -72 2386.3617921133937 2368.7061554071115 50 GTEX 1 100 100 1.0 0.0005 5 3374 -73 2386.46002442902 2365.72088553425 50 GTEX 1 100 100 1.0 0.0005 5 3374 -74 2385.784031248349 2365.8719217858843 50 GTEX 1 100 100 1.0 0.0005 5 3374 -75 2384.370841202293 2364.9993938257485 50 GTEX 1 100 100 1.0 0.0005 5 3374 -76 2384.203531299308 2364.133665599751 50 GTEX 1 100 100 1.0 0.0005 5 3374 -77 2383.54373245344 2363.539501117663 50 GTEX 1 100 100 1.0 0.0005 5 3374 -78 2383.516446160429 2363.1680652923005 50 GTEX 1 100 100 1.0 0.0005 5 3374 -79 2382.2574796723984 2362.886078693114 50 GTEX 1 100 100 1.0 0.0005 5 3374 -80 2382.010060723888 2363.64434559173 50 GTEX 1 100 100 1.0 0.0005 5 3374 -81 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2376.810427319076 2356.691507433757 50 GTEX 1 100 100 1.0 0.0005 5 3374 -95 2376.646504206429 2355.867662321025 50 GTEX 1 100 100 1.0 0.0005 5 3374 -96 2376.232503366959 2357.744267336769 50 GTEX 1 100 100 1.0 0.0005 5 3374 -97 2375.928480722716 2355.53030778428 50 GTEX 1 100 100 1.0 0.0005 5 3374 -98 2375.325855087904 2354.302020518952 50 GTEX 1 100 100 1.0 0.0005 5 3374 -99 2375.2602632675103 2355.1738963544144 50 GTEX 1 100 100 1.0 0.0005 5 3374 -0 3032.391751007405 2670.4794531992634 50 GTEX 1 50 100 1.0 0.001 75 8205 -1 2494.677889467608 2496.1220698483544 50 GTEX 1 50 100 1.0 0.001 75 8205 -2 2430.817435988582 2417.2420598599388 50 GTEX 1 50 100 1.0 0.001 75 8205 -3 2396.215852316146 2382.595270077085 50 GTEX 1 50 100 1.0 0.001 75 8205 -4 2375.4100693940136 2362.432795419439 50 GTEX 1 50 100 1.0 0.001 75 8205 -5 2362.021103890075 2349.9597701736275 50 GTEX 1 50 100 1.0 0.001 75 8205 -6 2352.0588595272557 2346.3843478938925 50 GTEX 1 50 100 1.0 0.001 75 8205 -7 2342.8800890181024 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2291.817267240227 50 GTEX 1 50 100 1.0 0.001 75 8205 -21 2294.8958402274843 2290.7305606508435 50 GTEX 1 50 100 1.0 0.001 75 8205 -22 2293.7796533765318 2291.6834271217026 50 GTEX 1 50 100 1.0 0.001 75 8205 -23 2292.61552980914 2289.57794259075 50 GTEX 1 50 100 1.0 0.001 75 8205 -24 2290.303899297395 2287.7089509565108 50 GTEX 1 50 100 1.0 0.001 75 8205 -25 2289.100378055639 2284.338915922796 50 GTEX 1 50 100 1.0 0.001 75 8205 -26 2287.849091540021 2284.448934228701 50 GTEX 1 50 100 1.0 0.001 75 8205 -27 2286.498543975949 2282.8557193886645 50 GTEX 1 50 100 1.0 0.001 75 8205 -28 2285.574583555459 2280.767876106523 50 GTEX 1 50 100 1.0 0.001 75 8205 -29 2284.685332881242 2280.6837274239538 50 GTEX 1 50 100 1.0 0.001 75 8205 -30 2283.079998386665 2281.4909746873514 50 GTEX 1 50 100 1.0 0.001 75 8205 -31 2282.9689009406447 2279.0160390179417 50 GTEX 1 50 100 1.0 0.001 75 8205 -32 2281.159551687977 2276.187661058549 50 GTEX 1 50 100 1.0 0.001 75 8205 -33 2280.2624390254473 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7676 -22 2340.868800989209 2341.4536053907736 150 GTEX 1 50 100 0.0 0.0025 25 7676 -23 2338.051547068105 2341.0961259617097 150 GTEX 1 50 100 0.0 0.0025 25 7676 -24 2336.2296101445318 2334.724078392348 150 GTEX 1 50 100 0.0 0.0025 25 7676 -25 2333.458226473993 2332.101745373396 150 GTEX 1 50 100 0.0 0.0025 25 7676 -26 2331.732190319209 2332.664514113741 150 GTEX 1 50 100 0.0 0.0025 25 7676 -27 2329.541446088221 2329.6692270489248 150 GTEX 1 50 100 0.0 0.0025 25 7676 -28 2327.836412551701 2327.5199239172407 150 GTEX 1 50 100 0.0 0.0025 25 7676 -29 2325.919581878169 2324.901054353315 150 GTEX 1 50 100 0.0 0.0025 25 7676 -30 2324.767547539727 2321.383544921875 150 GTEX 1 50 100 0.0 0.0025 25 7676 -31 2322.8349650894643 2321.213143120247 150 GTEX 1 50 100 0.0 0.0025 25 7676 -32 2321.326889313701 2321.5040422446828 150 GTEX 1 50 100 0.0 0.0025 25 7676 -33 2319.853235535074 2318.8334311133553 150 GTEX 1 50 100 0.0 0.0025 25 7676 -34 2317.8349986920025 2316.776051104295 150 GTEX 1 50 100 0.0 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845 -11 2303.4514459561833 2316.663009817609 50 GTEX 1 50 100 0.0 0.001 125 845 -12 2300.2879155780442 2311.669339836324 50 GTEX 1 50 100 0.0 0.001 125 845 -13 2297.727839164376 2311.573058385813 50 GTEX 1 50 100 0.0 0.001 125 845 -14 2295.876732529362 2306.17707111083 50 GTEX 1 50 100 0.0 0.001 125 845 -15 2293.870978346039 2304.2912917916765 50 GTEX 1 50 100 0.0 0.001 125 845 -16 2291.6153838456944 2308.736566695877 50 GTEX 1 50 100 0.0 0.001 125 845 -17 2289.9734425958263 2300.044902380881 50 GTEX 1 50 100 0.0 0.001 125 845 -18 2288.355650379072 2298.9682663602066 50 GTEX 1 50 100 0.0 0.001 125 845 -19 2286.404043295749 2302.5205519063393 50 GTEX 1 50 100 0.0 0.001 125 845 -20 2286.0608372287866 2304.729710800113 50 GTEX 1 50 100 0.0 0.001 125 845 -21 2283.7611389192393 2294.3080038208473 50 GTEX 1 50 100 0.0 0.001 125 845 -22 2283.1543201363124 2302.926364216968 50 GTEX 1 50 100 0.0 0.001 125 845 -23 2281.5837159673074 2292.6579510938986 50 GTEX 1 50 100 0.0 0.001 125 845 -24 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6515 -57 2268.406839707793 2293.6533305237053 100 GTEX 1 100 100 0.5 0.002 75 6515 -58 2268.69799245075 2295.6914563777327 100 GTEX 1 100 100 0.5 0.002 75 6515 -59 2267.4219199495205 2294.796277180371 100 GTEX 1 100 100 0.5 0.002 75 6515 -60 2267.533107371948 2298.3252797870127 100 GTEX 1 100 100 0.5 0.002 75 6515 -61 2267.958399334943 2292.664470948194 100 GTEX 1 100 100 0.5 0.002 75 6515 -62 2266.815144388278 2297.825629752852 100 GTEX 1 100 100 0.5 0.002 75 6515 -63 2267.3676678383626 2296.255551182272 100 GTEX 1 100 100 0.5 0.002 75 6515 -64 2266.599240237057 2294.232976993227 100 GTEX 1 100 100 0.5 0.002 75 6515 -65 2265.7812856656265 2292.2045183653163 100 GTEX 1 100 100 0.5 0.002 75 6515 -66 2265.699394731369 2292.9537200347554 100 GTEX 1 100 100 0.5 0.002 75 6515 -67 2266.2353635541963 2294.729337162845 100 GTEX 1 100 100 0.5 0.002 75 6515 -68 2265.1653511818604 2294.4155997504754 100 GTEX 1 100 100 0.5 0.002 75 6515 -69 2264.311853969917 2291.254781628743 100 GTEX 1 100 100 0.5 0.002 75 6515 -70 2264.583496351636 2292.3161927429896 100 GTEX 1 100 100 0.5 0.002 75 6515 -71 2265.066762287337 2293.4529430548955 100 GTEX 1 100 100 0.5 0.002 75 6515 -72 2264.71902872313 2291.2282195000594 100 GTEX 1 100 100 0.5 0.002 75 6515 -73 2264.857429147384 2300.1296767318204 100 GTEX 1 100 100 0.5 0.002 75 6515 -74 2264.8938589929157 2290.795485347849 100 GTEX 1 100 100 0.5 0.002 75 6515 -75 2264.660237406707 2292.365609404705 100 GTEX 1 100 100 0.5 0.002 75 6515 -76 2264.711343592999 2291.3443654571647 100 GTEX 1 100 100 0.5 0.002 75 6515 -77 2264.426915819219 2288.686164188748 100 GTEX 1 100 100 0.5 0.002 75 6515 -78 2263.7594051778133 2294.0788537087096 100 GTEX 1 100 100 0.5 0.002 75 6515 -79 2263.5917400885146 2288.6613890209123 100 GTEX 1 100 100 0.5 0.002 75 6515 -80 2264.456654788097 2293.267301494178 100 GTEX 1 100 100 0.5 0.002 75 6515 -81 2264.0102682447086 2294.063872014615 100 GTEX 1 100 100 0.5 0.002 75 6515 -82 2263.5425533988955 2289.496016701818 100 GTEX 1 100 100 0.5 0.002 75 6515 -83 2262.522221077781 2290.5005402655656 100 GTEX 1 100 100 0.5 0.002 75 6515 -84 2262.4685533361776 2297.245457870425 100 GTEX 1 100 100 0.5 0.002 75 6515 -85 2263.1074991634177 2289.024055742039 100 GTEX 1 100 100 0.5 0.002 75 6515 -86 2262.57089619905 2290.446950005941 100 GTEX 1 100 100 0.5 0.002 75 6515 -87 2262.682552122876 2288.5096579432034 100 GTEX 1 100 100 0.5 0.002 75 6515 -88 2262.614839035845 2290.9624543280656 100 GTEX 1 100 100 0.5 0.002 75 6515 -89 2262.099290344296 2288.664616689936 100 GTEX 1 100 100 0.5 0.002 75 6515 -90 2262.2634703113445 2291.205646239306 100 GTEX 1 100 100 0.5 0.002 75 6515 -91 2262.1041990743342 2287.828619779289 100 GTEX 1 100 100 0.5 0.002 75 6515 -92 2262.527115727247 2290.6962407913493 100 GTEX 1 100 100 0.5 0.002 75 6515 -93 2261.595379400772 2293.671930697481 100 GTEX 1 100 100 0.5 0.002 75 6515 -94 2261.819045661079 2292.765320520437 100 GTEX 1 100 100 0.5 0.002 75 6515 -95 2261.166967017832 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2375.719793948097 2387.158047172053 100 GTEX 1 50 100 1.0 0.0005 125 9426 -9 2367.863954899668 2366.0701147739424 100 GTEX 1 50 100 1.0 0.0005 125 9426 -10 2359.256910776001 2348.9580783626425 100 GTEX 1 50 100 1.0 0.0005 125 9426 -11 2354.5673301779784 2346.069848354325 100 GTEX 1 50 100 1.0 0.0005 125 9426 -12 2347.9623493481877 2343.383142971721 100 GTEX 1 50 100 1.0 0.0005 125 9426 -13 2345.094224097523 2343.321655737583 100 GTEX 1 50 100 1.0 0.0005 125 9426 -14 2341.619955183549 2330.3364146417543 100 GTEX 1 50 100 1.0 0.0005 125 9426 -15 2337.677512954127 2329.5123147130466 100 GTEX 1 50 100 1.0 0.0005 125 9426 -16 2335.301946481858 2341.861914805133 100 GTEX 1 50 100 1.0 0.0005 125 9426 -17 2332.339122468798 2326.1204365197245 100 GTEX 1 50 100 1.0 0.0005 125 9426 -18 2329.8429687603148 2326.865424674727 100 GTEX 1 50 100 1.0 0.0005 125 9426 -19 2326.119939065677 2337.069973673657 100 GTEX 1 50 100 1.0 0.0005 125 9426 -20 2323.9117893901184 2316.6345938911004 100 GTEX 1 50 100 1.0 0.0005 125 9426 -21 2322.5898304946627 2317.6886269456986 100 GTEX 1 50 100 1.0 0.0005 125 9426 -22 2319.855724676013 2317.6918778220056 100 GTEX 1 50 100 1.0 0.0005 125 9426 -23 2318.4059419552373 2310.2574523229564 100 GTEX 1 50 100 1.0 0.0005 125 9426 -24 2316.109502679332 2310.311364699679 100 GTEX 1 50 100 1.0 0.0005 125 9426 -25 2315.6766426922136 2306.3933783121433 100 GTEX 1 50 100 1.0 0.0005 125 9426 -26 2312.805145531229 2311.4147744994652 100 GTEX 1 50 100 1.0 0.0005 125 9426 -27 2311.3154957836678 2306.7944586576164 100 GTEX 1 50 100 1.0 0.0005 125 9426 -28 2310.186463195343 2306.348812901022 100 GTEX 1 50 100 1.0 0.0005 125 9426 -29 2308.4136827113675 2308.610534435896 100 GTEX 1 50 100 1.0 0.0005 125 9426 -30 2307.057411317149 2303.803246791825 100 GTEX 1 50 100 1.0 0.0005 125 9426 -31 2305.9613615160724 2298.532781680727 100 GTEX 1 50 100 1.0 0.0005 125 9426 -32 2304.480463592281 2298.775251381297 100 GTEX 1 50 100 1.0 0.0005 125 9426 -33 2303.19769059525 2297.6712159131416 100 GTEX 1 50 100 1.0 0.0005 125 9426 -34 2302.269445090305 2303.6994731018303 100 GTEX 1 50 100 1.0 0.0005 125 9426 -35 2301.375751918053 2294.5484503104212 100 GTEX 1 50 100 1.0 0.0005 125 9426 -36 2299.500097841928 2292.2426692832105 100 GTEX 1 50 100 1.0 0.0005 125 9426 -37 2298.520932395921 2293.578356144546 100 GTEX 1 50 100 1.0 0.0005 125 9426 -38 2297.6685287751197 2290.1798035364186 100 GTEX 1 50 100 1.0 0.0005 125 9426 -39 2296.367974258444 2290.4194438049553 100 GTEX 1 50 100 1.0 0.0005 125 9426 -40 2295.215165926912 2288.9763294988707 100 GTEX 1 50 100 1.0 0.0005 125 9426 -41 2294.1881133559336 2287.680850649061 100 GTEX 1 50 100 1.0 0.0005 125 9426 -42 2293.572043249949 2287.671941836977 100 GTEX 1 50 100 1.0 0.0005 125 9426 -43 2293.094990766652 2287.8198409279944 100 GTEX 1 50 100 1.0 0.0005 125 9426 -44 2291.6023188794793 2285.369241808757 100 GTEX 1 50 100 1.0 0.0005 125 9426 -45 2290.571645177203 2284.383912525249 100 GTEX 1 50 100 1.0 0.0005 125 9426 -46 2290.272881394746 2283.211227126901 100 GTEX 1 50 100 1.0 0.0005 125 9426 -47 2289.036617457559 2281.8437620677873 100 GTEX 1 50 100 1.0 0.0005 125 9426 -48 2288.972183287175 2281.7991892303353 100 GTEX 1 50 100 1.0 0.0005 125 9426 -49 2287.526505156481 2283.020664693738 100 GTEX 1 50 100 1.0 0.0005 125 9426 -0 3896.869686775856 2918.8774506891637 50 GTEX 1 50 100 1.0 0.0025 5 7752 -1 2711.9006286537287 2691.668855268239 50 GTEX 1 50 100 1.0 0.0025 5 7752 -2 2588.2075224969385 2556.636964515135 50 GTEX 1 50 100 1.0 0.0025 5 7752 -3 2547.850652575229 2528.150643584393 50 GTEX 1 50 100 1.0 0.0025 5 7752 -4 2520.7081853153963 2523.2217989729384 50 GTEX 1 50 100 1.0 0.0025 5 7752 -5 2502.1264401382764 2481.9234951004787 50 GTEX 1 50 100 1.0 0.0025 5 7752 -6 2480.2741058114293 2472.5588355698965 50 GTEX 1 50 100 1.0 0.0025 5 7752 -7 2462.7500848186883 2450.0936768970564 50 GTEX 1 50 100 1.0 0.0025 5 7752 -8 2450.429585970303 2437.433510899997 50 GTEX 1 50 100 1.0 0.0025 5 7752 -9 2441.652041481883 2439.821313430148 50 GTEX 1 50 100 1.0 0.0025 5 7752 -10 2434.378708090439 2421.2297425940915 50 GTEX 1 50 100 1.0 0.0025 5 7752 -11 2428.273680093309 2421.182209435525 50 GTEX 1 50 100 1.0 0.0025 5 7752 -12 2423.077782192212 2411.458254505926 50 GTEX 1 50 100 1.0 0.0025 5 7752 -13 2418.103320482705 2408.4141058976206 50 GTEX 1 50 100 1.0 0.0025 5 7752 -14 2414.65429924755 2408.1316194135425 50 GTEX 1 50 100 1.0 0.0025 5 7752 -15 2410.1860180584117 2402.2056086435064 50 GTEX 1 50 100 1.0 0.0025 5 7752 -16 2407.990587085608 2400.586858829165 50 GTEX 1 50 100 1.0 0.0025 5 7752 -17 2405.430960425029 2400.272326335254 50 GTEX 1 50 100 1.0 0.0025 5 7752 -18 2402.1278029365576 2396.7285685376073 50 GTEX 1 50 100 1.0 0.0025 5 7752 -19 2400.494039920538 2392.21802454031 50 GTEX 1 50 100 1.0 0.0025 5 7752 -20 2398.3058171951748 2393.3719004351833 50 GTEX 1 50 100 1.0 0.0025 5 7752 -21 2395.8812446823918 2389.818500939431 50 GTEX 1 50 100 1.0 0.0025 5 7752 -22 2394.4083505326066 2387.5130575781986 50 GTEX 1 50 100 1.0 0.0025 5 7752 -23 2392.552474580698 2386.558479570164 50 GTEX 1 50 100 1.0 0.0025 5 7752 -24 2390.695748456192 2384.4702510471125 50 GTEX 1 50 100 1.0 0.0025 5 7752 -25 2389.3710286595874 2381.199460105751 50 GTEX 1 50 100 1.0 0.0025 5 7752 -26 2387.611793583344 2379.233482447867 50 GTEX 1 50 100 1.0 0.0025 5 7752 -27 2385.6820345457822 2378.170878943381 50 GTEX 1 50 100 1.0 0.0025 5 7752 -28 2383.619317844222 2378.1188008703657 50 GTEX 1 50 100 1.0 0.0025 5 7752 -29 2382.315898111532 2374.6123051516456 50 GTEX 1 50 100 1.0 0.0025 5 7752 -30 2380.9109376444158 2375.677907501337 50 GTEX 1 50 100 1.0 0.0025 5 7752 -31 2379.14273556437 2372.0165349575955 50 GTEX 1 50 100 1.0 0.0025 5 7752 -32 2378.507660398869 2372.0825464516997 50 GTEX 1 50 100 1.0 0.0025 5 7752 -33 2376.4850150987063 2370.1627368999525 50 GTEX 1 50 100 1.0 0.0025 5 7752 -34 2375.875226759112 2369.048269757753 50 GTEX 1 50 100 1.0 0.0025 5 7752 -35 2374.8770623396977 2367.434348450867 50 GTEX 1 50 100 1.0 0.0025 5 7752 -36 2374.179280762286 2366.4852253148765 50 GTEX 1 50 100 1.0 0.0025 5 7752 -37 2372.7740619450296 2364.767687199233 50 GTEX 1 50 100 1.0 0.0025 5 7752 -38 2371.3032354216048 2364.007375506847 50 GTEX 1 50 100 1.0 0.0025 5 7752 -39 2372.1336292505794 2365.1235500089115 50 GTEX 1 50 100 1.0 0.0025 5 7752 -40 2370.394931231102 2363.9980642804626 50 GTEX 1 50 100 1.0 0.0025 5 7752 -41 2369.6451869765947 2362.3601751871433 50 GTEX 1 50 100 1.0 0.0025 5 7752 -42 2369.4613030017513 2361.417488823372 50 GTEX 1 50 100 1.0 0.0025 5 7752 -43 2368.2843765576317 2362.1826914508083 50 GTEX 1 50 100 1.0 0.0025 5 7752 -44 2368.7026611921265 2361.0050789140478 50 GTEX 1 50 100 1.0 0.0025 5 7752 -45 2368.1005659513394 2359.7033002149924 50 GTEX 1 50 100 1.0 0.0025 5 7752 -46 2367.812353056588 2360.234929189936 50 GTEX 1 50 100 1.0 0.0025 5 7752 -47 2366.9758314449205 2361.0168851555068 50 GTEX 1 50 100 1.0 0.0025 5 7752 -48 2366.643718135613 2359.0688757370635 50 GTEX 1 50 100 1.0 0.0025 5 7752 -49 2366.382768865698 2358.6315581463136 50 GTEX 1 50 100 1.0 0.0025 5 7752 -0 3093.6176324564112 3385.970566666172 150 GTEX 1 100 100 1.0 0.0025 75 6450 -1 2497.1616001792 2600.013959645319 150 GTEX 1 100 100 1.0 0.0025 75 6450 -2 2433.330897867056 2424.1450696589827 150 GTEX 1 100 100 1.0 0.0025 75 6450 -3 2400.0637281818176 2418.912764748693 150 GTEX 1 100 100 1.0 0.0025 75 6450 -4 2383.5831987512547 2374.814040963641 150 GTEX 1 100 100 1.0 0.0025 75 6450 -5 2367.441064783219 2358.912552169974 150 GTEX 1 100 100 1.0 0.0025 75 6450 -6 2356.179914826461 2362.1078683831392 150 GTEX 1 100 100 1.0 0.0025 75 6450 -7 2347.3241094063587 2370.0335823320165 150 GTEX 1 100 100 1.0 0.0025 75 6450 -8 2341.5680317309057 2348.272407096602 150 GTEX 1 100 100 1.0 0.0025 75 6450 -9 2335.980022504159 2340.2814644353016 150 GTEX 1 100 100 1.0 0.0025 75 6450 -10 2332.203892494364 2326.396407326818 150 GTEX 1 100 100 1.0 0.0025 75 6450 -11 2326.6465624886528 2325.5930277893303 150 GTEX 1 100 100 1.0 0.0025 75 6450 -12 2324.186600442244 2323.983544643388 150 GTEX 1 100 100 1.0 0.0025 75 6450 -13 2319.756398382416 2315.1065019382722 150 GTEX 1 100 100 1.0 0.0025 75 6450 -14 2316.0300404117597 2317.7643249279645 150 GTEX 1 100 100 1.0 0.0025 75 6450 -15 2314.4519573698026 2325.663215898289 150 GTEX 1 100 100 1.0 0.0025 75 6450 -16 2310.051910352037 2308.239018777477 150 GTEX 1 100 100 1.0 0.0025 75 6450 -17 2308.9493813213003 2308.538659621554 150 GTEX 1 100 100 1.0 0.0025 75 6450 -18 2306.8184470046444 2303.3374868182627 150 GTEX 1 100 100 1.0 0.0025 75 6450 -19 2306.0573961276677 2306.759580895021 150 GTEX 1 100 100 1.0 0.0025 75 6450 -20 2302.439947776033 2300.445035869178 150 GTEX 1 100 100 1.0 0.0025 75 6450 -21 2301.216356869999 2301.8201551546163 150 GTEX 1 100 100 1.0 0.0025 75 6450 -22 2299.0292262916164 2303.744417255822 150 GTEX 1 100 100 1.0 0.0025 75 6450 -23 2297.9138341935723 2307.7286943210847 150 GTEX 1 100 100 1.0 0.0025 75 6450 -24 2297.8927272604424 2303.1452836301387 150 GTEX 1 100 100 1.0 0.0025 75 6450 -25 2295.364449550701 2292.026432167895 150 GTEX 1 100 100 1.0 0.0025 75 6450 -26 2294.167988271966 2292.2354866288915 150 GTEX 1 100 100 1.0 0.0025 75 6450 -27 2292.7675825348497 2293.7547895192192 150 GTEX 1 100 100 1.0 0.0025 75 6450 -28 2292.261948087972 2292.4433101755585 150 GTEX 1 100 100 1.0 0.0025 75 6450 -29 2290.9234586260172 2295.1506143432152 150 GTEX 1 100 100 1.0 0.0025 75 6450 -30 2290.408225277403 2290.0480539300147 150 GTEX 1 100 100 1.0 0.0025 75 6450 -31 2289.148044146567 2290.093194881773 150 GTEX 1 100 100 1.0 0.0025 75 6450 -32 2288.652441720871 2287.1003130198433 150 GTEX 1 100 100 1.0 0.0025 75 6450 -33 2287.0112141961467 2285.5619796926985 150 GTEX 1 100 100 1.0 0.0025 75 6450 -34 2286.0179338786625 2285.6519919275784 150 GTEX 1 100 100 1.0 0.0025 75 6450 -35 2285.320358352121 2284.10843278428 150 GTEX 1 100 100 1.0 0.0025 75 6450 -36 2284.919030363285 2286.030731549281 150 GTEX 1 100 100 1.0 0.0025 75 6450 -37 2284.706361984393 2281.453374710373 150 GTEX 1 100 100 1.0 0.0025 75 6450 -38 2283.3581505317397 2283.171551026319 150 GTEX 1 100 100 1.0 0.0025 75 6450 -39 2282.961091690007 2283.801858067966 150 GTEX 1 100 100 1.0 0.0025 75 6450 -40 2281.7552557929434 2281.381851718453 150 GTEX 1 100 100 1.0 0.0025 75 6450 -41 2281.776505053327 2282.2956023125594 150 GTEX 1 100 100 1.0 0.0025 75 6450 -42 2280.8151086710745 2280.6441297639913 150 GTEX 1 100 100 1.0 0.0025 75 6450 -43 2280.0971319936607 2280.8908385070104 150 GTEX 1 100 100 1.0 0.0025 75 6450 -44 2280.2316117005125 2279.083972307213 150 GTEX 1 100 100 1.0 0.0025 75 6450 -45 2279.4046457688964 2281.7464335046343 150 GTEX 1 100 100 1.0 0.0025 75 6450 -46 2278.989137998689 2284.919341228761 150 GTEX 1 100 100 1.0 0.0025 75 6450 -47 2278.465601857315 2280.0214240360624 150 GTEX 1 100 100 1.0 0.0025 75 6450 -48 2278.249105187345 2276.301833468245 150 GTEX 1 100 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1 50 100 0.0 0.002 25 2092 -49 2297.407530738973 2306.325028220057 100 GTEX 1 50 100 0.0 0.002 25 2092 -0 4027.799012668183 4336.6678935584005 150 GTEX 1 50 100 0.5 0.001 50 8211 -1 2852.401655684508 3181.088324601206 150 GTEX 1 50 100 0.5 0.001 50 8211 -2 2641.076570205632 2627.0616297268593 150 GTEX 1 50 100 0.5 0.001 50 8211 -3 2560.1457884181978 2670.212606567847 150 GTEX 1 50 100 0.5 0.001 50 8211 -4 2519.1112639113994 2544.6762802066005 150 GTEX 1 50 100 0.5 0.001 50 8211 -5 2487.2158972656657 2471.7256908344225 150 GTEX 1 50 100 0.5 0.001 50 8211 -6 2464.451622736999 2439.260515220265 150 GTEX 1 50 100 0.5 0.001 50 8211 -7 2448.598382869441 2440.346815218037 150 GTEX 1 50 100 0.5 0.001 50 8211 -8 2431.894971770773 2421.603633518001 150 GTEX 1 50 100 0.5 0.001 50 8211 -9 2422.527252638896 2461.576032167152 150 GTEX 1 50 100 0.5 0.001 50 8211 -10 2414.4208572531147 2410.629197733484 150 GTEX 1 50 100 0.5 0.001 50 8211 -11 2406.313611668947 2417.225378928529 150 GTEX 1 50 100 0.5 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0.002 50 6811 -1 2457.478826919125 2498.130639834096 50 GTEX 1 100 100 0.0 0.002 50 6811 -2 2404.443290699973 2421.584542742247 50 GTEX 1 100 100 0.0 0.002 50 6811 -3 2375.177259142779 2382.5936836271685 50 GTEX 1 100 100 0.0 0.002 50 6811 -4 2357.121306660637 2372.182877109078 50 GTEX 1 100 100 0.0 0.002 50 6811 -5 2345.802302055001 2368.496218141041 50 GTEX 1 100 100 0.0 0.002 50 6811 -6 2337.2802113127755 2351.530312425737 50 GTEX 1 100 100 0.0 0.002 50 6811 -7 2330.0942955577184 2349.095016653547 50 GTEX 1 100 100 0.0 0.002 50 6811 -8 2323.670213389273 2349.801948112227 50 GTEX 1 100 100 0.0 0.002 50 6811 -9 2318.037465206028 2337.0023648222136 50 GTEX 1 100 100 0.0 0.002 50 6811 -10 2314.258216272025 2330.0071951862524 50 GTEX 1 100 100 0.0 0.002 50 6811 -11 2310.137501820675 2331.058611851681 50 GTEX 1 100 100 0.0 0.002 50 6811 -12 2306.7226497254856 2326.1983187715364 50 GTEX 1 100 100 0.0 0.002 50 6811 -13 2304.2032051767405 2330.301930938837 50 GTEX 1 100 100 0.0 0.002 50 6811 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286 -81 2266.4516730505475 2262.3002976102066 150 GTEX 1 100 100 1.0 0.0015 125 286 -82 2265.8420506089824 2270.148028123515 150 GTEX 1 100 100 1.0 0.0015 125 286 -83 2266.33896920718 2263.3065988518892 150 GTEX 1 100 100 1.0 0.0015 125 286 -84 2266.4489905467262 2262.6220526749644 150 GTEX 1 100 100 1.0 0.0015 125 286 -85 2265.552369569541 2262.1263446300204 150 GTEX 1 100 100 1.0 0.0015 125 286 -86 2265.799975433785 2260.361332766457 150 GTEX 1 100 100 1.0 0.0015 125 286 -87 2265.6068053728573 2262.950844652299 150 GTEX 1 100 100 1.0 0.0015 125 286 -88 2266.0830975052318 2270.384304728345 150 GTEX 1 100 100 1.0 0.0015 125 286 -89 2265.874590580272 2259.364896012803 150 GTEX 1 100 100 1.0 0.0015 125 286 -90 2264.3711007129205 2263.318435494891 150 GTEX 1 100 100 1.0 0.0015 125 286 -91 2265.5710060584634 2259.8384893729212 150 GTEX 1 100 100 1.0 0.0015 125 286 -92 2265.0009971417985 2265.188726272873 150 GTEX 1 100 100 1.0 0.0015 125 286 -93 2263.7958719526127 2268.201788724602 150 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7791 -47 2276.508420311386 2267.176138178024 50 GTEX 1 50 100 0.5 0.0025 50 7791 -48 2277.335572178769 2265.3364870484797 50 GTEX 1 50 100 0.5 0.0025 50 7791 -49 2276.5658133702104 2266.26205571976 50 GTEX 1 50 100 0.5 0.0025 50 7791 -0 3891.069288976469 3996.857766271091 100 GTEX 1 50 100 0.5 0.0015 25 1902 -1 2754.4306947767163 3011.4811918889613 100 GTEX 1 50 100 0.5 0.0015 25 1902 -2 2580.2176640938587 2640.0739476889253 100 GTEX 1 50 100 0.5 0.0015 25 1902 -3 2524.7552185284244 2543.985848198372 100 GTEX 1 50 100 0.5 0.0015 25 1902 -4 2489.187249695901 2502.334807769427 100 GTEX 1 50 100 0.5 0.0015 25 1902 -5 2467.3208907060794 2471.348528843869 100 GTEX 1 50 100 0.5 0.0015 25 1902 -6 2448.22751814795 2471.185253534933 100 GTEX 1 50 100 0.5 0.0015 25 1902 -7 2432.723419205571 2445.7507825496077 100 GTEX 1 50 100 0.5 0.0015 25 1902 -8 2420.5307924071776 2434.411762194035 100 GTEX 1 50 100 0.5 0.0015 25 1902 -9 2410.4300421705416 2431.318328741385 100 GTEX 1 50 100 0.5 0.0015 25 1902 -10 2401.7635777724186 2424.6414326134745 100 GTEX 1 50 100 0.5 0.0015 25 1902 -11 2394.254749124425 2408.3541969908506 100 GTEX 1 50 100 0.5 0.0015 25 1902 -12 2385.3646071448024 2416.6922862701995 100 GTEX 1 50 100 0.5 0.0015 25 1902 -13 2382.31590953588 2411.2395864276377 100 GTEX 1 50 100 0.5 0.0015 25 1902 -14 2375.179707202486 2391.4430446842325 100 GTEX 1 50 100 0.5 0.0015 25 1902 -15 2367.890477515028 2390.636310301806 100 GTEX 1 50 100 0.5 0.0015 25 1902 -16 2364.966750584473 2387.250090044261 100 GTEX 1 50 100 0.5 0.0015 25 1902 -17 2359.877627677269 2386.7345012476235 100 GTEX 1 50 100 0.5 0.0015 25 1902 -18 2356.117318660792 2383.51129916231 100 GTEX 1 50 100 0.5 0.0015 25 1902 -19 2352.709813684625 2380.3744755153875 100 GTEX 1 50 100 0.5 0.0015 25 1902 -20 2348.5048462958507 2380.940606991148 100 GTEX 1 50 100 0.5 0.0015 25 1902 -21 2346.386544032272 2370.3372027611103 100 GTEX 1 50 100 0.5 0.0015 25 1902 -22 2343.315232559483 2363.033499249941 100 GTEX 1 50 100 0.5 0.0015 25 1902 -23 2339.8091176968765 2361.4565132634266 100 GTEX 1 50 100 0.5 0.0015 25 1902 -24 2337.521618192017 2359.434530395972 100 GTEX 1 50 100 0.5 0.0015 25 1902 -25 2334.9966479726863 2360.2910573981108 100 GTEX 1 50 100 0.5 0.0015 25 1902 -26 2332.732097248171 2354.405828555727 100 GTEX 1 50 100 0.5 0.0015 25 1902 -27 2329.803988809607 2354.8206828882485 100 GTEX 1 50 100 0.5 0.0015 25 1902 -28 2328.080319506245 2352.724436712809 100 GTEX 1 50 100 0.5 0.0015 25 1902 -29 2326.666132473122 2350.165856887179 100 GTEX 1 50 100 0.5 0.0015 25 1902 -30 2324.6082922400674 2345.238707335729 100 GTEX 1 50 100 0.5 0.0015 25 1902 -31 2323.0912879628745 2345.852214160528 100 GTEX 1 50 100 0.5 0.0015 25 1902 -32 2320.727721387864 2343.6005506624288 100 GTEX 1 50 100 0.5 0.0015 25 1902 -33 2319.654597105818 2341.1741446723504 100 GTEX 1 50 100 0.5 0.0015 25 1902 -34 2318.326339114036 2340.1616322332457 100 GTEX 1 50 100 0.5 0.0015 25 1902 -35 2316.773177912007 2338.858173790993 100 GTEX 1 50 100 0.5 0.0015 25 1902 -36 2315.6499556745634 2336.2531775412904 100 GTEX 1 50 100 0.5 0.0015 25 1902 -37 2314.124288466887 2336.4294786344462 100 GTEX 1 50 100 0.5 0.0015 25 1902 -38 2312.649018542825 2334.2751186356345 100 GTEX 1 50 100 0.5 0.0015 25 1902 -39 2311.805345238105 2334.935342650903 100 GTEX 1 50 100 0.5 0.0015 25 1902 -40 2310.533558491833 2332.3498525873333 100 GTEX 1 50 100 0.5 0.0015 25 1902 -41 2309.12935453314 2329.6679093393536 100 GTEX 1 50 100 0.5 0.0015 25 1902 -42 2308.2515256790452 2330.353356887179 100 GTEX 1 50 100 0.5 0.0015 25 1902 -43 2307.104173311528 2331.853518409874 100 GTEX 1 50 100 0.5 0.0015 25 1902 -44 2306.049342323788 2327.737594314401 100 GTEX 1 50 100 0.5 0.0015 25 1902 -45 2304.8793538626364 2327.4917521313573 100 GTEX 1 50 100 0.5 0.0015 25 1902 -46 2303.670471533105 2325.883153182925 100 GTEX 1 50 100 0.5 0.0015 25 1902 -47 2303.3505837970465 2326.3908802801207 100 GTEX 1 50 100 0.5 0.0015 25 1902 -48 2302.884605116787 2324.401488793667 100 GTEX 1 50 100 0.5 0.0015 25 1902 -49 2301.5159532630205 2325.8466917552873 100 GTEX 1 50 100 0.5 0.0015 25 1902 -0 3693.8781800947536 4239.908456548538 150 GTEX 1 50 100 1.0 0.0015 50 260 -1 2673.6371422503007 2821.6244453459185 150 GTEX 1 50 100 1.0 0.0015 50 260 -2 2552.894664035473 2738.482778803024 150 GTEX 1 50 100 1.0 0.0015 50 260 -3 2497.4825637122703 2482.0188248202826 150 GTEX 1 50 100 1.0 0.0015 50 260 -4 2463.213333956729 2433.029189657349 150 GTEX 1 50 100 1.0 0.0015 50 260 -5 2441.290971990698 2434.989119032943 150 GTEX 1 50 100 1.0 0.0015 50 260 -6 2422.9627854591117 2391.98454998292 150 GTEX 1 50 100 1.0 0.0015 50 260 -7 2412.6748155702867 2380.409877762595 150 GTEX 1 50 100 1.0 0.0015 50 260 -8 2399.8667916192844 2376.9508998856345 150 GTEX 1 50 100 1.0 0.0015 50 260 -9 2393.7869549528955 2377.19902241638 150 GTEX 1 50 100 1.0 0.0015 50 260 -10 2384.31119259562 2361.3876577167002 150 GTEX 1 50 100 1.0 0.0015 50 260 -11 2379.4888006838723 2355.178310843928 150 GTEX 1 50 100 1.0 0.0015 50 260 -12 2372.8576853054933 2351.7971075369837 150 GTEX 1 50 100 1.0 0.0015 50 260 -13 2367.689612085897 2346.186295077828 150 GTEX 1 50 100 1.0 0.0015 50 260 -14 2363.874079527693 2342.5483393796044 150 GTEX 1 50 100 1.0 0.0015 50 260 -15 2358.432686945649 2338.540015855216 150 GTEX 1 50 100 1.0 0.0015 50 260 -16 2353.459365014656 2357.0324586353377 150 GTEX 1 50 100 1.0 0.0015 50 260 -17 2351.4329389775835 2330.221273560035 150 GTEX 1 50 100 1.0 0.0015 50 260 -18 2347.908693675646 2325.5304716277037 150 GTEX 1 50 100 1.0 0.0015 50 260 -19 2345.1833646183372 2323.4925151868465 150 GTEX 1 50 100 1.0 0.0015 50 260 -20 2341.162271997877 2316.4941759000712 150 GTEX 1 50 100 1.0 0.0015 50 260 -21 2337.3799435446404 2318.6581502123927 150 GTEX 1 50 100 1.0 0.0015 50 260 -22 2334.915758590077 2312.3132124636113 150 GTEX 1 50 100 1.0 0.0015 50 260 -23 2332.5954060403897 2315.152108428143 150 GTEX 1 50 100 1.0 0.0015 50 260 -24 2330.8763712569407 2310.351653472552 150 GTEX 1 50 100 1.0 0.0015 50 260 -25 2328.492967037637 2306.7586901994714 150 GTEX 1 50 100 1.0 0.0015 50 260 -26 2326.880357993144 2311.073171173212 150 GTEX 1 50 100 1.0 0.0015 50 260 -27 2325.1601718778884 2302.8558391382485 150 GTEX 1 50 100 1.0 0.0015 50 260 -28 2322.4890509879715 2304.0613470621433 150 GTEX 1 50 100 1.0 0.0015 50 260 -29 2320.7465116025987 2299.1459905240013 150 GTEX 1 50 100 1.0 0.0015 50 260 -30 2319.3701265487603 2299.281888200303 150 GTEX 1 50 100 1.0 0.0015 50 260 -31 2317.3820305382346 2302.2113816874107 150 GTEX 1 50 100 1.0 0.0015 50 260 -32 2316.3404181909445 2295.311191109197 150 GTEX 1 50 100 1.0 0.0015 50 260 -33 2315.348412887365 2293.5843450161888 150 GTEX 1 50 100 1.0 0.0015 50 260 -34 2313.771649602525 2291.3878689029825 150 GTEX 1 50 100 1.0 0.0015 50 260 -35 2311.754145000809 2291.2228609382432 150 GTEX 1 50 100 1.0 0.0015 50 260 -36 2310.9662448443437 2292.664017942015 150 GTEX 1 50 100 1.0 0.0015 50 260 -37 2309.0270914859675 2288.204743475969 150 GTEX 1 50 100 1.0 0.0015 50 260 -38 2307.682493892229 2287.7113608008553 150 GTEX 1 50 100 1.0 0.0015 50 260 -39 2307.0663858770104 2288.266666542895 150 GTEX 1 50 100 1.0 0.0015 50 260 -40 2306.0203773737885 2291.436855301657 150 GTEX 1 50 100 1.0 0.0015 50 260 -41 2304.299761440027 2287.5372402640805 150 GTEX 1 50 100 1.0 0.0015 50 260 -42 2304.3775743722435 2284.21307628327 150 GTEX 1 50 100 1.0 0.0015 50 260 -43 2303.2289276751644 2285.907205211799 150 GTEX 1 50 100 1.0 0.0015 50 260 -44 2301.2488791503133 2281.234276601117 150 GTEX 1 50 100 1.0 0.0015 50 260 -45 2300.6511587640784 2280.9407940418546 150 GTEX 1 50 100 1.0 0.0015 50 260 -46 2299.734352151305 2280.503850552519 150 GTEX 1 50 100 1.0 0.0015 50 260 -47 2298.7589986979856 2278.335772728285 150 GTEX 1 50 100 1.0 0.0015 50 260 -48 2298.1952870208684 2279.3522731070284 150 GTEX 1 50 100 1.0 0.0015 50 260 -49 2297.772763437715 2277.9195709808696 150 GTEX 1 50 100 1.0 0.0015 50 260 -0 2873.54307884151 2493.8461849082105 50 GTEX 1 100 100 1.0 0.0015 75 3897 -1 2454.1222383251943 2393.5214732355043 50 GTEX 1 100 100 1.0 0.0015 75 3897 -2 2403.009308857413 2368.3209156573043 50 GTEX 1 100 100 1.0 0.0015 75 3897 -3 2373.5176503588536 2346.1893463714946 50 GTEX 1 100 100 1.0 0.0015 75 3897 -4 2356.4907643306187 2330.7237692713284 50 GTEX 1 100 100 1.0 0.0015 75 3897 -5 2344.7282988976513 2320.359662306173 50 GTEX 1 100 100 1.0 0.0015 75 3897 -6 2335.806495461001 2311.3287613437196 50 GTEX 1 100 100 1.0 0.0015 75 3897 -7 2328.5069231287384 2307.1707608183074 50 GTEX 1 100 100 1.0 0.0015 75 3897 -8 2323.167862397836 2302.0805127974245 50 GTEX 1 100 100 1.0 0.0015 75 3897 -9 2319.285596951293 2295.098086745113 50 GTEX 1 100 100 1.0 0.0015 75 3897 -10 2313.503261174095 2292.2696691012657 50 GTEX 1 100 100 1.0 0.0015 75 3897 -11 2310.145896446621 2290.621694818649 50 GTEX 1 100 100 1.0 0.0015 75 3897 -12 2307.5149067102748 2287.971304193649 50 GTEX 1 100 100 1.0 0.0015 75 3897 -13 2304.460079320044 2285.717537651497 50 GTEX 1 100 100 1.0 0.0015 75 3897 -14 2302.4594378416477 2282.293847841908 50 GTEX 1 100 100 1.0 0.0015 75 3897 -15 2300.138962125632 2282.293703028458 50 GTEX 1 100 100 1.0 0.0015 75 3897 -16 2297.163089883155 2278.8027455144957 50 GTEX 1 100 100 1.0 0.0015 75 3897 -17 2295.232970140521 2277.2862729844933 50 GTEX 1 100 100 1.0 0.0015 75 3897 -18 2294.382551983617 2274.583530208457 50 GTEX 1 100 100 1.0 0.0015 75 3897 -19 2291.872586316489 2274.740386614781 50 GTEX 1 100 100 1.0 0.0015 75 3897 -20 2291.0409388007765 2271.143401519427 50 GTEX 1 100 100 1.0 0.0015 75 3897 -21 2289.768783612855 2275.437825366118 50 GTEX 1 100 100 1.0 0.0015 75 3897 -22 2288.840256393302 2271.4375167092444 50 GTEX 1 100 100 1.0 0.0015 75 3897 -23 2286.444156758345 2268.327262617336 50 GTEX 1 100 100 1.0 0.0015 75 3897 -24 2285.804181476197 2266.497940353568 50 GTEX 1 100 100 1.0 0.0015 75 3897 -25 2285.044984051301 2268.8705989707105 50 GTEX 1 100 100 1.0 0.0015 75 3897 -26 2284.118839259484 2265.284381126723 50 GTEX 1 100 100 1.0 0.0015 75 3897 -27 2282.9769786505512 2262.5959133829906 50 GTEX 1 100 100 1.0 0.0015 75 3897 -28 2282.657191464223 2265.2011184982475 50 GTEX 1 100 100 1.0 0.0015 75 3897 -29 2281.7608918387145 2277.03648858016 50 GTEX 1 100 100 1.0 0.0015 75 3897 -30 2280.760790489537 2265.2880483417002 50 GTEX 1 100 100 1.0 0.0015 75 3897 -31 2279.836958522037 2260.6712627918546 50 GTEX 1 100 100 1.0 0.0015 75 3897 -32 2278.701310823948 2261.295228211145 50 GTEX 1 100 100 1.0 0.0015 75 3897 -33 2278.784145723921 2263.078882021596 50 GTEX 1 100 100 1.0 0.0015 75 3897 -34 2278.5695452635227 2259.1713727943797 50 GTEX 1 100 100 1.0 0.0015 75 3897 -35 2277.5233228954853 2258.7720448309024 50 GTEX 1 100 100 1.0 0.0015 75 3897 -36 2276.814560921325 2258.093618878847 50 GTEX 1 100 100 1.0 0.0015 75 3897 -37 2276.335238396989 2263.775397355112 50 GTEX 1 100 100 1.0 0.0015 75 3897 -38 2276.338454286312 2257.4651213091142 50 GTEX 1 100 100 1.0 0.0015 75 3897 -39 2275.1085416673545 2255.720257777225 50 GTEX 1 100 100 1.0 0.0015 75 3897 -40 2275.3105072121416 2255.644414517363 50 GTEX 1 100 100 1.0 0.0015 75 3897 -41 2274.491612104877 2259.1416858049397 50 GTEX 1 100 100 1.0 0.0015 75 3897 -42 2274.404127804974 2255.867397293845 50 GTEX 1 100 100 1.0 0.0015 75 3897 -43 2274.3688651512325 2257.699567555475 50 GTEX 1 100 100 1.0 0.0015 75 3897 -44 2273.8281969243903 2257.323148662147 50 GTEX 1 100 100 1.0 0.0015 75 3897 -45 2273.977322154631 2261.098673193174 50 GTEX 1 100 100 1.0 0.0015 75 3897 -46 2273.1508303463265 2254.401938550826 50 GTEX 1 100 100 1.0 0.0015 75 3897 -47 2272.860340989176 2253.5502493390563 50 GTEX 1 100 100 1.0 0.0015 75 3897 -48 2272.778809676871 2256.845807557777 50 GTEX 1 100 100 1.0 0.0015 75 3897 -49 2272.7103010890633 2255.394578592859 50 GTEX 1 100 100 1.0 0.0015 75 3897 -50 2271.9988028676503 2253.4551820936317 50 GTEX 1 100 100 1.0 0.0015 75 3897 -51 2271.8397921470223 2255.274943652715 50 GTEX 1 100 100 1.0 0.0015 75 3897 -52 2271.6831050561327 2252.718728185153 50 GTEX 1 100 100 1.0 0.0015 75 3897 -53 2271.446209040491 2253.6165530128624 50 GTEX 1 100 100 1.0 0.0015 75 3897 -54 2271.492593592999 2259.142499220235 50 GTEX 1 100 100 1.0 0.0015 75 3897 -55 2271.603197754783 2254.13960179086 50 GTEX 1 100 100 1.0 0.0015 75 3897 -56 2270.9712234356844 2253.536136757739 50 GTEX 1 100 100 1.0 0.0015 75 3897 -57 2270.6144194554113 2256.670609970963 50 GTEX 1 100 100 1.0 0.0015 75 3897 -58 2270.5988791451555 2255.805208271447 50 GTEX 1 100 100 1.0 0.0015 75 3897 -59 2270.7480049685337 2254.312955791053 50 GTEX 1 100 100 1.0 0.0015 75 3897 -60 2269.499767128991 2252.964020355573 50 GTEX 1 100 100 1.0 0.0015 75 3897 -61 2270.327668722396 2255.634867504976 50 GTEX 1 100 100 1.0 0.0015 75 3897 -62 2269.9637486889083 2257.429611844255 50 GTEX 1 100 100 1.0 0.0015 75 3897 -63 2270.274317458425 2252.752040384387 50 GTEX 1 100 100 1.0 0.0015 75 3897 -64 2270.2681689417027 2251.902493669053 50 GTEX 1 100 100 1.0 0.0015 75 3897 -65 2269.280956680525 2252.1881799734133 50 GTEX 1 100 100 1.0 0.0015 75 3897 -66 2270.072541305077 2250.3853174942074 50 GTEX 1 100 100 1.0 0.0015 75 3897 -67 2269.784309584651 2251.8582796162077 50 GTEX 1 100 100 1.0 0.0015 75 3897 -68 2269.5817971411384 2249.777071296489 50 GTEX 1 100 100 1.0 0.0015 75 3897 -69 2269.0460473924218 2252.580393279913 50 GTEX 1 100 100 1.0 0.0015 75 3897 -70 2269.5520615763558 2255.2792441944657 50 GTEX 1 100 100 1.0 0.0015 75 3897 -71 2269.1027501679355 2251.2213963265654 50 GTEX 1 100 100 1.0 0.0015 75 3897 -72 2269.027392593598 2251.9986305381867 50 GTEX 1 100 100 1.0 0.0015 75 3897 -73 2269.7585282882314 2251.7510789066214 50 GTEX 1 100 100 1.0 0.0015 75 3897 -74 2268.673504761813 2251.6969158912343 50 GTEX 1 100 100 1.0 0.0015 75 3897 -75 2268.6549400425492 2250.6444407415934 50 GTEX 1 100 100 1.0 0.0015 75 3897 -76 2268.546552616779 2250.513278743613 50 GTEX 1 100 100 1.0 0.0015 75 3897 -77 2268.742993574101 2251.641901400606 50 GTEX 1 100 100 1.0 0.0015 75 3897 -78 2269.018880371661 2250.804587244534 50 GTEX 1 100 100 1.0 0.0015 75 3897 -79 2268.602967127382 2250.900981482444 50 GTEX 1 100 100 1.0 0.0015 75 3897 -80 2268.896309657272 2253.28284898185 50 GTEX 1 100 100 1.0 0.0015 75 3897 -81 2268.127503711495 2252.1595830300917 50 GTEX 1 100 100 1.0 0.0015 75 3897 -82 2269.124371557739 2250.2416124235087 50 GTEX 1 100 100 1.0 0.0015 75 3897 -83 2268.148026249282 2252.8383475764167 50 GTEX 1 100 100 1.0 0.0015 75 3897 -84 2268.1025267871287 2250.8271586487053 50 GTEX 1 100 100 1.0 0.0015 75 3897 -85 2268.0732049487688 2248.7256641460463 50 GTEX 1 100 100 1.0 0.0015 75 3897 -86 2267.4181756518938 2249.147966160067 50 GTEX 1 100 100 1.0 0.0015 75 3897 -87 2268.1331445023666 2250.830135679064 50 GTEX 1 100 100 1.0 0.0015 75 3897 -88 2267.915215353333 2252.2315690073224 50 GTEX 1 100 100 1.0 0.0015 75 3897 -89 2268.6395216865576 2249.9907950629754 50 GTEX 1 100 100 1.0 0.0015 75 3897 -90 2268.516792527043 2247.701030774715 50 GTEX 1 100 100 1.0 0.0015 75 3897 -91 2267.8654213165223 2249.3993931759446 50 GTEX 1 100 100 1.0 0.0015 75 3897 -92 2267.7973718430635 2254.984676462616 50 GTEX 1 100 100 1.0 0.0015 75 3897 -93 2267.6134486953447 2249.5164553566124 50 GTEX 1 100 100 1.0 0.0015 75 3897 -94 2267.579816577074 2250.833043551717 50 GTEX 1 100 100 1.0 0.0015 75 3897 -95 2267.2250911575243 2249.9703770626634 50 GTEX 1 100 100 1.0 0.0015 75 3897 -96 2268.1463755213417 2249.2818963228524 50 GTEX 1 100 100 1.0 0.0015 75 3897 -97 2267.8410617969002 2248.6830486109047 50 GTEX 1 100 100 1.0 0.0015 75 3897 -98 2267.8730426198817 2248.632265736395 50 GTEX 1 100 100 1.0 0.0015 75 3897 -99 2267.033208282719 2249.122301689119 50 GTEX 1 100 100 1.0 0.0015 75 3897 -0 5306.087490179702 5164.34789760575 100 GTEX 1 50 100 0.5 0.0005 5 1604 -1 4841.299100400982 4663.432327560598 100 GTEX 1 50 100 0.5 0.0005 5 1604 -2 4414.428112693683 4213.899272962215 100 GTEX 1 50 100 0.5 0.0005 5 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9621 -52 2288.09035789721 2310.639215853731 100 GTEX 1 100 100 0.5 0.001 50 9621 -53 2287.0105920978795 2308.3512533789803 100 GTEX 1 100 100 0.5 0.001 50 9621 -54 2286.028690481987 2306.7359772308696 100 GTEX 1 100 100 0.5 0.001 50 9621 -55 2285.7458013589144 2305.8250996984907 100 GTEX 1 100 100 0.5 0.001 50 9621 -56 2284.949505312863 2305.3792339368465 100 GTEX 1 100 100 0.5 0.001 50 9621 -57 2284.359136300769 2305.652021632902 100 GTEX 1 100 100 0.5 0.001 50 9621 -58 2283.6394804248057 2303.3444963462453 100 GTEX 1 100 100 0.5 0.001 50 9621 -59 2283.302007497673 2304.963905247445 100 GTEX 1 100 100 0.5 0.001 50 9621 -60 2282.400106744151 2302.391659116564 100 GTEX 1 100 100 0.5 0.001 50 9621 -61 2281.854460519106 2301.776039500653 100 GTEX 1 100 100 0.5 0.001 50 9621 -62 2280.9395466086553 2303.637548642467 100 GTEX 1 100 100 0.5 0.001 50 9621 -63 2280.399231401885 2301.71427285082 100 GTEX 1 100 100 0.5 0.001 50 9621 -64 2279.983590227278 2299.776969648586 100 GTEX 1 100 100 0.5 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GTEX 1 50 100 0.5 0.001 75 390 -48 2273.2807943413227 2265.978788078511 50 GTEX 1 50 100 0.5 0.001 75 390 -49 2272.140625618926 2264.1866680188778 50 GTEX 1 50 100 0.5 0.001 75 390 -0 2644.985659504108 2469.0788926969462 50 GTEX 1 100 100 0.5 0.002 125 6797 -1 2386.5933880828634 2371.804325466373 50 GTEX 1 100 100 0.5 0.002 125 6797 -2 2348.981573791278 2352.9228288193617 50 GTEX 1 100 100 0.5 0.002 125 6797 -3 2331.371803658432 2331.755924355395 50 GTEX 1 100 100 0.5 0.002 125 6797 -4 2321.883225659074 2319.683620206304 50 GTEX 1 100 100 0.5 0.002 125 6797 -5 2313.605267702117 2316.799292270675 50 GTEX 1 100 100 0.5 0.002 125 6797 -6 2308.801955146826 2311.4147294773347 50 GTEX 1 100 100 0.5 0.002 125 6797 -7 2303.5897180048128 2304.846975348295 50 GTEX 1 100 100 0.5 0.002 125 6797 -8 2299.891764675361 2300.466406992633 50 GTEX 1 100 100 0.5 0.002 125 6797 -9 2297.555116261173 2304.5099503549786 50 GTEX 1 100 100 0.5 0.002 125 6797 -10 2294.3596350006105 2299.8593397249288 50 GTEX 1 100 100 0.5 0.002 125 6797 -11 2292.6072191766466 2297.732038954818 50 GTEX 1 100 100 0.5 0.002 125 6797 -12 2291.3343871928478 2298.2963217383553 50 GTEX 1 100 100 0.5 0.002 125 6797 -13 2289.050600446163 2292.204919851325 50 GTEX 1 100 100 0.5 0.002 125 6797 -14 2287.5690426696024 2299.074149592295 50 GTEX 1 100 100 0.5 0.002 125 6797 -15 2285.876893218095 2293.2231245729863 50 GTEX 1 100 100 0.5 0.002 125 6797 -16 2284.4350474788653 2289.594274020467 50 GTEX 1 100 100 0.5 0.002 125 6797 -17 2283.4686500434077 2287.0924216150784 50 GTEX 1 100 100 0.5 0.002 125 6797 -18 2282.603560780829 2284.6407401081274 50 GTEX 1 100 100 0.5 0.002 125 6797 -19 2281.439991075083 2289.582802660112 50 GTEX 1 100 100 0.5 0.002 125 6797 -20 2280.692663908181 2284.9149109582936 50 GTEX 1 100 100 0.5 0.002 125 6797 -21 2279.1019213482937 2285.163935788231 50 GTEX 1 100 100 0.5 0.002 125 6797 -22 2278.8760193457783 2282.189428989425 50 GTEX 1 100 100 0.5 0.002 125 6797 -23 2278.473850880856 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125 6797 -49 2270.086460286389 2276.4103706853016 50 GTEX 1 100 100 0.5 0.002 125 6797 -50 2269.574703291904 2275.771186393477 50 GTEX 1 100 100 0.5 0.002 125 6797 -51 2270.167674089518 2277.730966778309 50 GTEX 1 100 100 0.5 0.002 125 6797 -52 2269.4063362886372 2280.1381599223205 50 GTEX 1 100 100 0.5 0.002 125 6797 -53 2270.671643495786 2276.1372065671044 50 GTEX 1 100 100 0.5 0.002 125 6797 -54 2268.327181240593 2272.833181867128 50 GTEX 1 100 100 0.5 0.002 125 6797 -55 2268.352928934473 2276.3593369400546 50 GTEX 1 100 100 0.5 0.002 125 6797 -56 2268.6999632151487 2274.073447804034 50 GTEX 1 100 100 0.5 0.002 125 6797 -57 2268.1978994570777 2274.6790182019367 50 GTEX 1 100 100 0.5 0.002 125 6797 -58 2269.202659876908 2272.5957379359256 50 GTEX 1 100 100 0.5 0.002 125 6797 -59 2268.374173578697 2276.6905805348442 50 GTEX 1 100 100 0.5 0.002 125 6797 -60 2268.048916115685 2274.918791216136 50 GTEX 1 100 100 0.5 0.002 125 6797 -61 2268.2424872666234 2273.070918210106 50 GTEX 1 100 100 0.5 0.002 125 6797 -62 2268.2602212321012 2271.517472763932 50 GTEX 1 100 100 0.5 0.002 125 6797 -63 2268.0540245268107 2272.2906508065 50 GTEX 1 100 100 0.5 0.002 125 6797 -64 2267.661717878345 2273.0780813703063 50 GTEX 1 100 100 0.5 0.002 125 6797 -65 2267.8674677704457 2274.416211030329 50 GTEX 1 100 100 0.5 0.002 125 6797 -66 2267.2144793313696 2278.966032427073 50 GTEX 1 100 100 0.5 0.002 125 6797 -67 2268.192454994776 2270.446923085492 50 GTEX 1 100 100 0.5 0.002 125 6797 -68 2267.8556400894226 2270.6315555935125 50 GTEX 1 100 100 0.5 0.002 125 6797 -69 2267.229372528421 2275.667296202917 50 GTEX 1 100 100 0.5 0.002 125 6797 -70 2268.128430502007 2271.799105219968 50 GTEX 1 100 100 0.5 0.002 125 6797 -71 2268.2594568323684 2273.353472923598 50 GTEX 1 100 100 0.5 0.002 125 6797 -72 2267.207366836981 2273.2760585306264 50 GTEX 1 100 100 0.5 0.002 125 6797 -73 2268.434819352958 2271.9724311393475 50 GTEX 1 100 100 0.5 0.002 125 6797 -74 2266.85977731497 2269.985281940649 50 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2655.0295257745656 2444.15095084883 50 GTEX 1 100 100 0.0 0.0025 100 6261 -1 2387.774763497957 2360.2092169119837 50 GTEX 1 100 100 0.0 0.0025 100 6261 -2 2352.260755081797 2329.013347901319 50 GTEX 1 100 100 0.0 0.0025 100 6261 -3 2334.086331962343 2317.08661468854 50 GTEX 1 100 100 0.0 0.0025 100 6261 -4 2323.056482386184 2310.247388252287 50 GTEX 1 100 100 0.0 0.0025 100 6261 -5 2316.332522806401 2302.4505100032675 50 GTEX 1 100 100 0.0 0.0025 100 6261 -6 2310.6954345574177 2296.867014373663 50 GTEX 1 100 100 0.0 0.0025 100 6261 -7 2305.691106689685 2295.247006260397 50 GTEX 1 100 100 0.0 0.0025 100 6261 -8 2302.531167992269 2291.96847847478 50 GTEX 1 100 100 0.0 0.0025 100 6261 -9 2300.517942079436 2287.100572941421 50 GTEX 1 100 100 0.0 0.0025 100 6261 -10 2297.2333241663478 2288.5585788973385 50 GTEX 1 100 100 0.0 0.0025 100 6261 -11 2294.189781439598 2286.118110221602 50 GTEX 1 100 100 0.0 0.0025 100 6261 -12 2292.2590884551887 2281.001822700065 50 GTEX 1 100 100 0.0 0.0025 100 6261 -13 2291.633611301717 2277.8971434618584 50 GTEX 1 100 100 0.0 0.0025 100 6261 -14 2289.178192844635 2276.689914949947 50 GTEX 1 100 100 0.0 0.0025 100 6261 -15 2289.154791268147 2280.038389952917 50 GTEX 1 100 100 0.0 0.0025 100 6261 -16 2287.7257794035368 2276.230298408537 50 GTEX 1 100 100 0.0 0.0025 100 6261 -17 2286.054858375228 2285.7511766092857 50 GTEX 1 100 100 0.0 0.0025 100 6261 -18 2284.4402904033004 2275.276920449145 50 GTEX 1 100 100 0.0 0.0025 100 6261 -19 2283.764215137533 2272.030086386793 50 GTEX 1 100 100 0.0 0.0025 100 6261 -20 2283.8400725206225 2274.4596926613 50 GTEX 1 100 100 0.0 0.0025 100 6261 -21 2283.4366131302318 2271.104887639615 50 GTEX 1 100 100 0.0 0.0025 100 6261 -22 2281.461090194269 2270.511860314431 50 GTEX 1 100 100 0.0 0.0025 100 6261 -23 2280.8703980768723 2268.950706801034 50 GTEX 1 100 100 0.0 0.0025 100 6261 -24 2281.306550042561 2270.253498265952 50 GTEX 1 100 100 0.0 0.0025 100 6261 -25 2279.662419224964 2269.1595904564224 50 GTEX 1 100 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6261 -51 2272.517660313251 2261.2157014912077 50 GTEX 1 100 100 0.0 0.0025 100 6261 -52 2273.3828494808445 2261.742592699174 50 GTEX 1 100 100 0.0 0.0025 100 6261 -53 2272.9760296818467 2260.838336204848 50 GTEX 1 100 100 0.0 0.0025 100 6261 -54 2273.176650557735 2262.936046759892 50 GTEX 1 100 100 0.0 0.0025 100 6261 -55 2272.660746164101 2260.974450637179 50 GTEX 1 100 100 0.0 0.0025 100 6261 -56 2272.735400844504 2259.966911054836 50 GTEX 1 100 100 0.0 0.0025 100 6261 -57 2272.6896044782616 2264.2002152707637 50 GTEX 1 100 100 0.0 0.0025 100 6261 -58 2271.88385714439 2266.7086037755466 50 GTEX 1 100 100 0.0 0.0025 100 6261 -59 2274.4249947752305 2261.4125224646505 50 GTEX 1 100 100 0.0 0.0025 100 6261 -60 2273.003615896213 2262.239399376931 50 GTEX 1 100 100 0.0 0.0025 100 6261 -61 2272.4682659996565 2259.2129017644957 50 GTEX 1 100 100 0.0 0.0025 100 6261 -62 2271.1125552752733 2262.2250660943437 50 GTEX 1 100 100 0.0 0.0025 100 6261 -63 2271.151040368641 2259.9834689876425 50 GTEX 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6261 -89 2271.723278838251 2260.7117232986275 50 GTEX 1 100 100 0.0 0.0025 100 6261 -90 2271.334133639385 2262.156421269754 50 GTEX 1 100 100 0.0 0.0025 100 6261 -91 2271.3465563148634 2261.468837259387 50 GTEX 1 100 100 0.0 0.0025 100 6261 -92 2271.2708630503907 2262.6565335930068 50 GTEX 1 100 100 0.0 0.0025 100 6261 -93 2270.870405839239 2259.780013980068 50 GTEX 1 100 100 0.0 0.0025 100 6261 -94 2271.377481275417 2258.0245198877137 50 GTEX 1 100 100 0.0 0.0025 100 6261 -95 2270.772689991797 2259.5050545464 50 GTEX 1 100 100 0.0 0.0025 100 6261 -96 2271.0117243719133 2261.007457428558 50 GTEX 1 100 100 0.0 0.0025 100 6261 -97 2271.066843237735 2263.976746765833 50 GTEX 1 100 100 0.0 0.0025 100 6261 -98 2270.653059718752 2259.640727576194 50 GTEX 1 100 100 0.0 0.0025 100 6261 -99 2270.660699615688 2259.355597318352 50 GTEX 1 100 100 0.0 0.0025 100 6261 -0 2752.921660258373 2595.5276426598152 100 GTEX 1 100 100 1.0 0.0025 125 325 -1 2413.801391098685 2473.515222121554 100 GTEX 1 100 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GTEX 1 100 100 1.0 0.0025 125 325 -15 2292.2846912816394 2283.581929137952 100 GTEX 1 100 100 1.0 0.0025 125 325 -16 2291.2543265009376 2283.715510263189 100 GTEX 1 100 100 1.0 0.0025 125 325 -17 2288.355599756061 2275.949828637417 100 GTEX 1 100 100 1.0 0.0025 125 325 -18 2288.328166339117 2275.622147360682 100 GTEX 1 100 100 1.0 0.0025 125 325 -19 2286.770446177759 2278.372911344463 100 GTEX 1 100 100 1.0 0.0025 125 325 -20 2284.9187786666016 2277.289041149299 100 GTEX 1 100 100 1.0 0.0025 125 325 -21 2284.1151818694216 2275.834915451224 100 GTEX 1 100 100 1.0 0.0025 125 325 -22 2283.7925373841776 2282.9345656710434 100 GTEX 1 100 100 1.0 0.0025 125 325 -23 2282.115024533206 2273.612948921697 100 GTEX 1 100 100 1.0 0.0025 125 325 -24 2280.830400637164 2270.5404837140563 100 GTEX 1 100 100 1.0 0.0025 125 325 -25 2281.801086664326 2273.537182710017 100 GTEX 1 100 100 1.0 0.0025 125 325 -26 2280.719175021828 2268.657932992217 100 GTEX 1 100 100 1.0 0.0025 125 325 -27 2279.326969387288 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9570 -95 2268.327395543813 2272.7820000594106 150 GTEX 1 100 100 1.0 0.001 100 9570 -96 2267.506073729798 2270.5908156710434 150 GTEX 1 100 100 1.0 0.001 100 9570 -97 2267.7974199130035 2270.9838375193085 150 GTEX 1 100 100 1.0 0.001 100 9570 -98 2267.40044751464 2270.2228641872625 150 GTEX 1 100 100 1.0 0.001 100 9570 -99 2266.6208638188905 2271.492450670597 150 GTEX 1 100 100 1.0 0.001 100 9570 -0 3699.8806156469927 4425.769246264556 100 GTEX 1 100 100 0.0 0.001 50 2156 -1 2688.4401506549066 2772.067455219225 100 GTEX 1 100 100 0.0 0.001 50 2156 -2 2554.1897882219987 2531.713791067609 100 GTEX 1 100 100 0.0 0.001 50 2156 -3 2499.743867188532 2544.234307234732 100 GTEX 1 100 100 0.0 0.001 50 2156 -4 2460.106394096352 2457.831140090304 100 GTEX 1 100 100 0.0 0.001 50 2156 -5 2437.35178031047 2434.3000729637 100 GTEX 1 100 100 0.0 0.001 50 2156 -6 2421.775269882801 2451.786959920093 100 GTEX 1 100 100 0.0 0.001 50 2156 -7 2408.8468914376504 2404.7430118227185 100 GTEX 1 100 100 0.0 0.001 50 2156 -8 2396.922013252656 2398.089693366801 100 GTEX 1 100 100 0.0 0.001 50 2156 -9 2389.488244062847 2394.247635641932 100 GTEX 1 100 100 0.0 0.001 50 2156 -10 2381.426823263953 2390.172853419083 100 GTEX 1 100 100 0.0 0.001 50 2156 -11 2374.69175947638 2377.225843074204 100 GTEX 1 100 100 0.0 0.001 50 2156 -12 2369.1851119245634 2395.915407594166 100 GTEX 1 100 100 0.0 0.001 50 2156 -13 2363.296422977514 2377.901955724216 100 GTEX 1 100 100 0.0 0.001 50 2156 -14 2359.440720144441 2362.6517394323314 100 GTEX 1 100 100 0.0 0.001 50 2156 -15 2352.3427480357345 2354.5840902002137 100 GTEX 1 100 100 0.0 0.001 50 2156 -16 2350.4854150024426 2352.3513861246433 100 GTEX 1 100 100 0.0 0.001 50 2156 -17 2347.530421773496 2348.443436423182 100 GTEX 1 100 100 0.0 0.001 50 2156 -18 2343.781416130126 2357.1948037963402 100 GTEX 1 100 100 0.0 0.001 50 2156 -19 2339.8567821631227 2346.83132946174 100 GTEX 1 100 100 0.0 0.001 50 2156 -20 2336.9924496152757 2343.825058853672 100 GTEX 1 100 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2298.8437574263307 100 GTEX 1 100 100 0.0 0.001 50 2156 -47 2293.2240314268065 2297.9318002911123 100 GTEX 1 100 100 0.0 0.001 50 2156 -48 2292.025618621965 2299.039660319629 100 GTEX 1 100 100 0.0 0.001 50 2156 -49 2291.529192611712 2298.5950096913616 100 GTEX 1 100 100 0.0 0.001 50 2156 -50 2290.9218013219847 2296.344846312084 100 GTEX 1 100 100 0.0 0.001 50 2156 -51 2289.8101453981594 2294.6957747890924 100 GTEX 1 100 100 0.0 0.001 50 2156 -52 2288.880692625947 2296.014369950095 100 GTEX 1 100 100 0.0 0.001 50 2156 -53 2288.3933067301627 2293.668875690649 100 GTEX 1 100 100 0.0 0.001 50 2156 -54 2287.7712316209845 2294.4137635901848 100 GTEX 1 100 100 0.0 0.001 50 2156 -55 2286.952165664281 2295.6317978775546 100 GTEX 1 100 100 0.0 0.001 50 2156 -56 2286.583258245542 2292.3613234835434 100 GTEX 1 100 100 0.0 0.001 50 2156 -57 2285.965954155306 2291.6884273630585 100 GTEX 1 100 100 0.0 0.001 50 2156 -58 2285.2797364415947 2290.436580991564 100 GTEX 1 100 100 0.0 0.001 50 2156 -59 2284.2262852983968 2292.3089864172407 100 GTEX 1 100 100 0.0 0.001 50 2156 -60 2283.9624397372118 2290.3882894189637 100 GTEX 1 100 100 0.0 0.001 50 2156 -61 2283.462564141392 2290.4595218556915 100 GTEX 1 100 100 0.0 0.001 50 2156 -62 2282.9895676882525 2287.325378185896 100 GTEX 1 100 100 0.0 0.001 50 2156 -63 2282.3271454460228 2287.653508755644 100 GTEX 1 100 100 0.0 0.001 50 2156 -64 2281.400595231709 2286.75430541528 100 GTEX 1 100 100 0.0 0.001 50 2156 -65 2280.9873908729833 2288.438009631951 100 GTEX 1 100 100 0.0 0.001 50 2156 -66 2280.569674232284 2285.559078318085 100 GTEX 1 100 100 0.0 0.001 50 2156 -67 2280.0455660225157 2287.379578332937 100 GTEX 1 100 100 0.0 0.001 50 2156 -68 2279.5234245283373 2285.71817260278 100 GTEX 1 100 100 0.0 0.001 50 2156 -69 2278.539894491639 2285.377768164805 100 GTEX 1 100 100 0.0 0.001 50 2156 -70 2278.69682175171 2283.6721553439875 100 GTEX 1 100 100 0.0 0.001 50 2156 -71 2278.0398469374704 2284.6852850968394 100 GTEX 1 100 100 0.0 0.001 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2297.8934591149687 2283.6628371554184 150 GTEX 1 50 100 0.5 0.0015 50 4673 -0 4237.875205560888 6479.590098565976 150 GTEX 1 100 100 1.0 0.0015 25 5918 -1 2979.154660287875 3084.6064750178234 150 GTEX 1 100 100 1.0 0.0015 25 5918 -2 2685.11113857883 2874.2387175469344 150 GTEX 1 100 100 1.0 0.0015 25 5918 -3 2587.9188713508106 2742.9276396892824 150 GTEX 1 100 100 1.0 0.0015 25 5918 -4 2542.334277385012 2547.872414244445 150 GTEX 1 100 100 1.0 0.0015 25 5918 -5 2511.279045204105 2511.2328881093304 150 GTEX 1 100 100 1.0 0.0015 25 5918 -6 2488.361772514062 2491.966670163231 150 GTEX 1 100 100 1.0 0.0015 25 5918 -7 2473.699771296428 2470.2180716510957 150 GTEX 1 100 100 1.0 0.0015 25 5918 -8 2457.9539939724827 2453.916688172083 150 GTEX 1 100 100 1.0 0.0015 25 5918 -9 2447.923428195475 2468.6189445234522 150 GTEX 1 100 100 1.0 0.0015 25 5918 -10 2438.4659357938267 2435.171694679405 150 GTEX 1 100 100 1.0 0.0015 25 5918 -11 2428.2103419381965 2450.0660402711355 150 GTEX 1 100 100 1.0 0.0015 25 5918 -12 2420.0927484741405 2420.102126669068 150 GTEX 1 100 100 1.0 0.0015 25 5918 -13 2413.924868488483 2411.177721610994 150 GTEX 1 100 100 1.0 0.0015 25 5918 -14 2405.7935167576347 2410.423114733097 150 GTEX 1 100 100 1.0 0.0015 25 5918 -15 2401.597811342608 2401.1197022412666 150 GTEX 1 100 100 1.0 0.0015 25 5918 -16 2396.937089574517 2394.5834465462 150 GTEX 1 100 100 1.0 0.0015 25 5918 -17 2391.032490508765 2392.9745351116917 150 GTEX 1 100 100 1.0 0.0015 25 5918 -18 2387.7973143602867 2389.660447269338 150 GTEX 1 100 100 1.0 0.0015 25 5918 -19 2381.746121214853 2392.9248640981464 150 GTEX 1 100 100 1.0 0.0015 25 5918 -20 2377.113851900021 2382.5657188502555 150 GTEX 1 100 100 1.0 0.0015 25 5918 -21 2375.766328719169 2379.927949274448 150 GTEX 1 100 100 1.0 0.0015 25 5918 -22 2370.79375375482 2389.0778669350047 150 GTEX 1 100 100 1.0 0.0015 25 5918 -23 2367.7655744543545 2370.640346744668 150 GTEX 1 100 100 1.0 0.0015 25 5918 -24 2365.382398438325 2365.235697583101 150 GTEX 1 100 100 1.0 0.0015 25 5918 -25 2361.747838193693 2367.022438658508 150 GTEX 1 100 100 1.0 0.0015 25 5918 -26 2358.986145232287 2360.0783575369837 150 GTEX 1 100 100 1.0 0.0015 25 5918 -27 2356.0522393887154 2360.7800740869325 150 GTEX 1 100 100 1.0 0.0015 25 5918 -28 2354.8137736471103 2354.9691642500147 150 GTEX 1 100 100 1.0 0.0015 25 5918 -29 2352.1787165594133 2355.606778801168 150 GTEX 1 100 100 1.0 0.0015 25 5918 -30 2349.885727359058 2354.075920540117 150 GTEX 1 100 100 1.0 0.0015 25 5918 -31 2347.006371897529 2349.075662010976 150 GTEX 1 100 100 1.0 0.0015 25 5918 -32 2345.105475764498 2348.8757147843394 150 GTEX 1 100 100 1.0 0.0015 25 5918 -33 2343.0311276589073 2350.3740903905136 150 GTEX 1 100 100 1.0 0.0015 25 5918 -34 2341.2601585916045 2350.604653942268 150 GTEX 1 100 100 1.0 0.0015 25 5918 -35 2339.876315089381 2346.317805069028 150 GTEX 1 100 100 1.0 0.0015 25 5918 -36 2337.388593864501 2342.832611896239 150 GTEX 1 100 100 1.0 0.0015 25 5918 -37 2336.2500998534383 2339.7521443530177 150 GTEX 1 100 100 1.0 0.0015 25 5918 -38 2333.8884479010558 2342.70229197455 150 GTEX 1 100 100 1.0 0.0015 25 5918 -39 2332.1541118418336 2335.409939145861 150 GTEX 1 100 100 1.0 0.0015 25 5918 -40 2331.291356782318 2339.4409286441005 150 GTEX 1 100 100 1.0 0.0015 25 5918 -41 2329.7073328734023 2333.901417431269 150 GTEX 1 100 100 1.0 0.0015 25 5918 -42 2328.3969473834272 2330.229833566644 150 GTEX 1 100 100 1.0 0.0015 25 5918 -43 2327.0898334603507 2330.548346341789 150 GTEX 1 100 100 1.0 0.0015 25 5918 -44 2325.444854185097 2339.630103977914 150 GTEX 1 100 100 1.0 0.0015 25 5918 -45 2324.020447905595 2326.6390311237524 150 GTEX 1 100 100 1.0 0.0015 25 5918 -46 2323.154851639247 2325.92303559626 150 GTEX 1 100 100 1.0 0.0015 25 5918 -47 2322.5912023705287 2331.878137856835 150 GTEX 1 100 100 1.0 0.0015 25 5918 -48 2320.6681964375016 2322.301457858357 150 GTEX 1 100 100 1.0 0.0015 25 5918 -49 2319.384972501106 2321.741069257033 150 GTEX 1 100 100 1.0 0.0015 25 5918 -50 2318.697877743081 2320.483873954744 150 GTEX 1 100 100 1.0 0.0015 25 5918 -51 2318.133056073276 2318.4042209871827 150 GTEX 1 100 100 1.0 0.0015 25 5918 -52 2316.7520915065984 2320.733180637142 150 GTEX 1 100 100 1.0 0.0015 25 5918 -53 2315.822493673542 2319.2584112479212 150 GTEX 1 100 100 1.0 0.0015 25 5918 -54 2314.449378716652 2318.989759089829 150 GTEX 1 100 100 1.0 0.0015 25 5918 -55 2314.1839566728922 2317.220245013219 150 GTEX 1 100 100 1.0 0.0015 25 5918 -56 2313.048928958405 2314.94914390651 150 GTEX 1 100 100 1.0 0.0015 25 5918 -57 2312.848896475091 2314.858396580917 150 GTEX 1 100 100 1.0 0.0015 25 5918 -58 2312.0526851187838 2315.4334154020244 150 GTEX 1 100 100 1.0 0.0015 25 5918 -59 2310.477573877103 2313.649060847641 150 GTEX 1 100 100 1.0 0.0015 25 5918 -60 2309.047392602882 2312.8497258755638 150 GTEX 1 100 100 1.0 0.0015 25 5918 -61 2309.125461822152 2310.8316716531385 150 GTEX 1 100 100 1.0 0.0015 25 5918 -62 2308.7310065453516 2310.552507175692 150 GTEX 1 100 100 1.0 0.0015 25 5918 -63 2307.805626643249 2314.639916945773 150 GTEX 1 100 100 1.0 0.0015 25 5918 -64 2307.5113305800737 2310.150980786226 150 GTEX 1 100 100 1.0 0.0015 25 5918 -65 2306.755272813416 2308.1404055751323 150 GTEX 1 100 100 1.0 0.0015 25 5918 -66 2306.069172953582 2309.3397056666613 150 GTEX 1 100 100 1.0 0.0015 25 5918 -67 2305.416144155356 2313.24058074371 150 GTEX 1 100 100 1.0 0.0015 25 5918 -68 2304.7137901827564 2309.010373655834 150 GTEX 1 100 100 1.0 0.0015 25 5918 -69 2304.132004362811 2307.184174396239 150 GTEX 1 100 100 1.0 0.0015 25 5918 -70 2303.780976279857 2305.899586956764 150 GTEX 1 100 100 1.0 0.0015 25 5918 -71 2303.279350876317 2307.368440577286 150 GTEX 1 100 100 1.0 0.0015 25 5918 -72 2302.327979578115 2305.8264490860042 150 GTEX 1 100 100 1.0 0.0015 25 5918 -73 2301.5069790899884 2305.127574616058 150 GTEX 1 100 100 1.0 0.0015 25 5918 -74 2301.212492603831 2307.552668466314 150 GTEX 1 100 100 1.0 0.0015 25 5918 -75 2300.947694102499 2308.68901636392 150 GTEX 1 100 100 1.0 0.0015 25 5918 -76 2300.6409110986683 2305.9281047632485 150 GTEX 1 100 100 1.0 0.0015 25 5918 -77 2300.360654062715 2302.2627213046576 150 GTEX 1 100 100 1.0 0.0015 25 5918 -78 2299.154791190781 2302.384247290317 150 GTEX 1 100 100 1.0 0.0015 25 5918 -79 2298.652917262555 2301.79086431351 150 GTEX 1 100 100 1.0 0.0015 25 5918 -80 2298.1032452831632 2301.4373413782155 150 GTEX 1 100 100 1.0 0.0015 25 5918 -81 2297.5914193815524 2301.4013363218132 150 GTEX 1 100 100 1.0 0.0015 25 5918 -82 2297.922101449649 2301.434895330509 150 GTEX 1 100 100 1.0 0.0015 25 5918 -83 2297.334397147245 2300.2021259264347 150 GTEX 1 100 100 1.0 0.0015 25 5918 -84 2296.343180355734 2299.5626195175114 150 GTEX 1 100 100 1.0 0.0015 25 5918 -85 2296.5596204713165 2299.598947271195 150 GTEX 1 100 100 1.0 0.0015 25 5918 -86 2295.864337834509 2299.1795440789865 150 GTEX 1 100 100 1.0 0.0015 25 5918 -87 2295.434640663786 2297.7443210616307 150 GTEX 1 100 100 1.0 0.0015 25 5918 -88 2295.141360671238 2298.4053095248264 150 GTEX 1 100 100 1.0 0.0015 25 5918 -89 2294.5511986384035 2297.6583226425114 150 GTEX 1 100 100 1.0 0.0015 25 5918 -90 2294.0744584549866 2298.1418340994837 150 GTEX 1 100 100 1.0 0.0015 25 5918 -91 2293.9012235192395 2296.968175271618 150 GTEX 1 100 100 1.0 0.0015 25 5918 -92 2293.632928522887 2298.598842606345 150 GTEX 1 100 100 1.0 0.0015 25 5918 -93 2293.359519906113 2297.4303035373473 150 GTEX 1 100 100 1.0 0.0015 25 5918 -94 2293.014589845813 2297.065042125861 150 GTEX 1 100 100 1.0 0.0015 25 5918 -95 2292.3596257425047 2295.0446231972587 150 GTEX 1 100 100 1.0 0.0015 25 5918 -96 2292.0175950810008 2297.5707356848197 150 GTEX 1 100 100 1.0 0.0015 25 5918 -97 2292.1768416770096 2295.4297102431383 150 GTEX 1 100 100 1.0 0.0015 25 5918 -98 2291.552459081753 2294.743417486039 150 GTEX 1 100 100 1.0 0.0015 25 5918 -99 2291.627465467009 2295.320155966871 150 GTEX 1 100 100 1.0 0.0015 25 5918 -0 3010.727116593743 2741.937696797766 50 GTEX 1 50 100 1.0 0.0015 50 5758 -1 2487.060754292667 2468.5320571493285 50 GTEX 1 50 100 1.0 0.0015 50 5758 -2 2426.96674568464 2418.106300034904 50 GTEX 1 50 100 1.0 0.0015 50 5758 -3 2394.9398424038354 2395.825973684797 50 GTEX 1 50 100 1.0 0.0015 50 5758 -4 2374.126407722013 2394.6631077523466 50 GTEX 1 50 100 1.0 0.0015 50 5758 -5 2361.4136330167457 2370.5013799050917 50 GTEX 1 50 100 1.0 0.0015 50 5758 -6 2350.029412407904 2364.957064204343 50 GTEX 1 50 100 1.0 0.0015 50 5758 -7 2342.046242173677 2355.793805604652 50 GTEX 1 50 100 1.0 0.0015 50 5758 -8 2335.346996371441 2348.3104391932034 50 GTEX 1 50 100 1.0 0.0015 50 5758 -9 2329.403221310085 2338.370909948313 50 GTEX 1 50 100 1.0 0.0015 50 5758 -10 2325.070507797027 2335.295528977543 50 GTEX 1 50 100 1.0 0.0015 50 5758 -11 2319.4311575272573 2333.0886378995365 50 GTEX 1 50 100 1.0 0.0015 50 5758 -12 2316.156906783927 2327.9524134646804 50 GTEX 1 50 100 1.0 0.0015 50 5758 -13 2312.842096847932 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2304.4905843408387 50 GTEX 1 50 100 1.0 0.0015 50 5758 -27 2286.3153618892848 2298.631120224869 50 GTEX 1 50 100 1.0 0.0015 50 5758 -28 2284.9264614241824 2297.0231065641337 50 GTEX 1 50 100 1.0 0.0015 50 5758 -29 2284.188080707573 2299.257716421845 50 GTEX 1 50 100 1.0 0.0015 50 5758 -30 2283.2170901428976 2295.6989393343038 50 GTEX 1 50 100 1.0 0.0015 50 5758 -31 2282.559749053249 2300.783772631743 50 GTEX 1 50 100 1.0 0.0015 50 5758 -32 2281.177192221376 2294.896714127109 50 GTEX 1 50 100 1.0 0.0015 50 5758 -33 2280.184357608172 2292.4778890283387 50 GTEX 1 50 100 1.0 0.0015 50 5758 -34 2280.396856813883 2291.630461602157 50 GTEX 1 50 100 1.0 0.0015 50 5758 -35 2278.8237838769296 2292.530429390447 50 GTEX 1 50 100 1.0 0.0015 50 5758 -36 2278.950513698489 2291.6464402811607 50 GTEX 1 50 100 1.0 0.0015 50 5758 -37 2277.689686950187 2291.4394090311607 50 GTEX 1 50 100 1.0 0.0015 50 5758 -38 2277.371597710716 2290.116281023497 50 GTEX 1 50 100 1.0 0.0015 50 5758 -39 2277.284203464584 2290.1858462489604 50 GTEX 1 50 100 1.0 0.0015 50 5758 -40 2276.365617206687 2288.9271411968275 50 GTEX 1 50 100 1.0 0.0015 50 5758 -41 2275.543913979357 2296.7792124004873 50 GTEX 1 50 100 1.0 0.0015 50 5758 -42 2275.893277150645 2289.650678395319 50 GTEX 1 50 100 1.0 0.0015 50 5758 -43 2276.0225748199337 2288.5829470094172 50 GTEX 1 50 100 1.0 0.0015 50 5758 -44 2274.8708360445744 2288.187804015417 50 GTEX 1 50 100 1.0 0.0015 50 5758 -45 2274.852250023932 2286.8369990011583 50 GTEX 1 50 100 1.0 0.0015 50 5758 -46 2274.033781666331 2286.930185528309 50 GTEX 1 50 100 1.0 0.0015 50 5758 -47 2273.881264539609 2289.2433515773528 50 GTEX 1 50 100 1.0 0.0015 50 5758 -48 2273.451082414365 2285.9229026185244 50 GTEX 1 50 100 1.0 0.0015 50 5758 -49 2273.705935208941 2286.430211520467 50 GTEX 1 50 100 1.0 0.0015 50 5758 -0 4269.1911156383285 3633.883419138397 50 GTEX 1 50 100 0.0 0.0005 25 7802 -1 3043.234209282491 2817.793268588106 50 GTEX 1 50 100 0.0 0.0005 25 7802 -2 2724.776099888717 2784.8857185160705 50 GTEX 1 50 100 0.0 0.0005 25 7802 -3 2607.262579985905 2604.1991593393536 50 GTEX 1 50 100 0.0 0.0005 25 7802 -4 2552.0620213121074 2554.882747519605 50 GTEX 1 50 100 0.0 0.0005 25 7802 -5 2518.247455233063 2509.629184737405 50 GTEX 1 50 100 0.0 0.0005 25 7802 -6 2493.2298930454144 2537.218827976473 50 GTEX 1 50 100 0.0 0.0005 25 7802 -7 2473.232732833874 2484.59122597582 50 GTEX 1 50 100 0.0 0.0005 25 7802 -8 2461.1217124441728 2465.9616411448433 50 GTEX 1 50 100 0.0 0.0005 25 7802 -9 2444.6258834656737 2444.498451145883 50 GTEX 1 50 100 0.0 0.0005 25 7802 -10 2433.295285365241 2438.634644018833 50 GTEX 1 50 100 0.0 0.0005 25 7802 -11 2426.453313179374 2432.8488161500422 50 GTEX 1 50 100 0.0 0.0005 25 7802 -12 2415.193438056002 2422.774195449887 50 GTEX 1 50 100 0.0 0.0005 25 7802 -13 2409.4819324848404 2415.0019164574915 50 GTEX 1 50 100 0.0 0.0005 25 7802 -14 2402.440562756648 2403.1578146350703 50 GTEX 1 50 100 0.0 0.0005 25 7802 -15 2393.904527786076 2403.045985696887 50 GTEX 1 50 100 0.0 0.0005 25 7802 -16 2388.3115577621193 2408.9119487805965 50 GTEX 1 50 100 0.0 0.0005 25 7802 -17 2383.3281656686136 2390.1793867336028 50 GTEX 1 50 100 0.0 0.0005 25 7802 -18 2377.796093502429 2384.0057113125304 50 GTEX 1 50 100 0.0 0.0005 25 7802 -19 2374.5702731466044 2378.3984653487405 50 GTEX 1 50 100 0.0 0.0005 25 7802 -20 2368.353122348933 2392.1175439638787 50 GTEX 1 50 100 0.0 0.0005 25 7802 -21 2364.0190002112604 2371.0673294357475 50 GTEX 1 50 100 0.0 0.0005 25 7802 -22 2358.2944814573816 2374.798023760545 50 GTEX 1 50 100 0.0 0.0005 25 7802 -23 2355.924640078901 2369.786067832105 50 GTEX 1 50 100 0.0 0.0005 25 7802 -24 2352.2081930261866 2365.729836583591 50 GTEX 1 50 100 0.0 0.0005 25 7802 -25 2349.4460208611167 2356.268230249673 50 GTEX 1 50 100 0.0 0.0005 25 7802 -26 2345.6915360955736 2353.483514009773 50 GTEX 1 50 100 0.0 0.0005 25 7802 -27 2341.9053349175097 2351.5404024885634 50 GTEX 1 50 100 0.0 0.0005 25 7802 -28 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2314.2057260118618 2324.01985429539 50 GTEX 1 50 100 0.0 0.0005 25 7802 -42 2313.3115872126946 2320.957834222017 50 GTEX 1 50 100 0.0 0.0005 25 7802 -43 2311.912425336861 2321.364605457611 50 GTEX 1 50 100 0.0 0.0005 25 7802 -44 2309.8594397293728 2320.0673196886883 50 GTEX 1 50 100 0.0 0.0005 25 7802 -45 2309.4347948795817 2320.657387621049 50 GTEX 1 50 100 0.0 0.0005 25 7802 -46 2308.000571423679 2318.769694165132 50 GTEX 1 50 100 0.0 0.0005 25 7802 -47 2307.162908047774 2316.9232238073314 50 GTEX 1 50 100 0.0 0.0005 25 7802 -48 2306.3841575815172 2317.085856738653 50 GTEX 1 50 100 0.0 0.0005 25 7802 -49 2305.405446582124 2314.7761430051387 50 GTEX 1 50 100 0.0 0.0005 25 7802 -0 4083.138845148567 4060.337549477929 150 GTEX 1 50 100 0.0 0.0005 100 264 -1 2862.037202007631 3320.058901478583 150 GTEX 1 50 100 0.0 0.0005 100 264 -2 2634.534656028631 3151.9670521551207 150 GTEX 1 50 100 0.0 0.0005 100 264 -3 2552.184961216017 2646.3865511934114 150 GTEX 1 50 100 0.0 0.0005 100 264 -4 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2267.0130415759595 2285.2389319822364 100 GTEX 1 100 100 0.5 0.002 100 1884 -57 2267.040268709935 2286.300601161478 100 GTEX 1 100 100 0.5 0.002 100 1884 -58 2266.285707687518 2282.390368791588 100 GTEX 1 100 100 0.5 0.002 100 1884 -59 2267.8135281912664 2285.765678840898 100 GTEX 1 100 100 0.5 0.002 100 1884 -60 2265.992988390594 2285.355855847493 100 GTEX 1 100 100 0.5 0.002 100 1884 -61 2265.3839498801763 2283.0822131951045 100 GTEX 1 100 100 0.5 0.002 100 1884 -62 2265.5538690989506 2282.1703284666114 100 GTEX 1 100 100 0.5 0.002 100 1884 -63 2265.4348050144995 2284.0854807806563 100 GTEX 1 100 100 0.5 0.002 100 1884 -64 2265.1222616896607 2281.2317423657323 100 GTEX 1 100 100 0.5 0.002 100 1884 -65 2264.8450573785917 2281.371005562322 100 GTEX 1 100 100 0.5 0.002 100 1884 -66 2265.584067517429 2285.6299459363117 100 GTEX 1 100 100 0.5 0.002 100 1884 -67 2264.7345815150657 2285.8988840081392 100 GTEX 1 100 100 0.5 0.002 100 1884 -68 2265.695612550298 2289.7791288542653 100 GTEX 1 100 100 0.5 0.002 100 1884 -69 2264.0069566281227 2281.229852364544 100 GTEX 1 100 100 0.5 0.002 100 1884 -70 2263.3063576209634 2280.5659680964827 100 GTEX 1 100 100 0.5 0.002 100 1884 -71 2263.973906120025 2281.658532668429 100 GTEX 1 100 100 0.5 0.002 100 1884 -72 2263.6243150807168 2283.613895778873 100 GTEX 1 100 100 0.5 0.002 100 1884 -73 2263.3446173478023 2281.776651244653 100 GTEX 1 100 100 0.5 0.002 100 1884 -74 2262.697862966217 2285.204258443738 100 GTEX 1 100 100 0.5 0.002 100 1884 -75 2263.658093291376 2280.849168436609 100 GTEX 1 100 100 0.5 0.002 100 1884 -76 2264.890961205908 2280.867110451818 100 GTEX 1 100 100 0.5 0.002 100 1884 -77 2263.016434194521 2279.6074469388664 100 GTEX 1 100 100 0.5 0.002 100 1884 -78 2262.1706170581438 2281.538963172826 100 GTEX 1 100 100 0.5 0.002 100 1884 -79 2262.083320009226 2283.746427934886 100 GTEX 1 100 100 0.5 0.002 100 1884 -80 2263.4209225240475 2281.200850686193 100 GTEX 1 100 100 0.5 0.002 100 1884 -81 2261.979830482284 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2285.3233393073474 2264.504655149047 50 GTEX 1 100 100 1.0 0.001 25 6672 -99 2285.6715927954087 2266.672487208145 50 GTEX 1 100 100 1.0 0.001 25 6672 -0 3087.668901136637 3652.9182096416052 150 GTEX 1 100 100 0.0 0.0015 125 3218 -1 2493.6036902137853 2574.820361235296 150 GTEX 1 100 100 0.0 0.0015 125 3218 -2 2431.163962956025 2430.020779105647 150 GTEX 1 100 100 0.0 0.0015 125 3218 -3 2398.840318156986 2385.776933909369 150 GTEX 1 100 100 0.0 0.0015 125 3218 -4 2375.2578009467097 2364.642432847404 150 GTEX 1 100 100 0.0 0.0015 125 3218 -5 2364.296864246156 2362.118509154809 150 GTEX 1 100 100 0.0 0.0015 125 3218 -6 2351.426858491173 2344.86662727617 150 GTEX 1 100 100 0.0 0.0015 125 3218 -7 2343.6054535863063 2337.4675255837096 150 GTEX 1 100 100 0.0 0.0015 125 3218 -8 2336.1118013714995 2330.0645870310277 150 GTEX 1 100 100 0.0 0.0015 125 3218 -9 2332.65088220719 2325.8882130670004 150 GTEX 1 100 100 0.0 0.0015 125 3218 -10 2327.746240899721 2334.2133266898622 150 GTEX 1 100 100 0.0 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0.0015 125 3218 -36 2284.355410313045 2278.953776660528 150 GTEX 1 100 100 0.0 0.0015 125 3218 -37 2283.291821647524 2282.058796813733 150 GTEX 1 100 100 0.0 0.0015 125 3218 -38 2283.277818595392 2281.3096856527004 150 GTEX 1 100 100 0.0 0.0015 125 3218 -39 2282.0882481580747 2288.1693461022896 150 GTEX 1 100 100 0.0 0.0015 125 3218 -40 2281.578924033815 2278.021172004961 150 GTEX 1 100 100 0.0 0.0015 125 3218 -41 2280.9927435020995 2277.9580405347697 150 GTEX 1 100 100 0.0 0.0015 125 3218 -42 2280.241369279471 2277.8173145830856 150 GTEX 1 100 100 0.0 0.0015 125 3218 -43 2279.766595399026 2274.2750114179835 150 GTEX 1 100 100 0.0 0.0015 125 3218 -44 2278.134455491361 2274.618158028606 150 GTEX 1 100 100 0.0 0.0015 125 3218 -45 2278.049217094372 2274.9207178848324 150 GTEX 1 100 100 0.0 0.0015 125 3218 -46 2278.137768577897 2276.512597841908 150 GTEX 1 100 100 0.0 0.0015 125 3218 -47 2278.048878180662 2271.761897214012 150 GTEX 1 100 100 0.0 0.0015 125 3218 -48 2276.6072897600297 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0.0015 125 3218 -86 2264.9524177993703 2262.64333793147 150 GTEX 1 100 100 0.0 0.0015 125 3218 -87 2264.501550668193 2275.9784738518892 150 GTEX 1 100 100 0.0 0.0015 125 3218 -88 2264.429299794269 2267.046456804747 150 GTEX 1 100 100 0.0 0.0015 125 3218 -89 2264.2988971352797 2262.4844942854384 150 GTEX 1 100 100 0.0 0.0015 125 3218 -90 2264.9680458166363 2262.0522755670004 150 GTEX 1 100 100 0.0 0.0015 125 3218 -91 2264.4355144845254 2262.901254400101 150 GTEX 1 100 100 0.0 0.0015 125 3218 -92 2263.072190889653 2258.529156470933 150 GTEX 1 100 100 0.0 0.0015 125 3218 -93 2263.675037481144 2259.413716247326 150 GTEX 1 100 100 0.0 0.0015 125 3218 -94 2264.4977447358256 2261.3097754648884 150 GTEX 1 100 100 0.0 0.0015 125 3218 -95 2263.1590474693758 2264.125166164152 150 GTEX 1 100 100 0.0 0.0015 125 3218 -96 2263.4342268857863 2259.8703747883496 150 GTEX 1 100 100 0.0 0.0015 125 3218 -97 2263.304041340974 2263.452252638204 150 GTEX 1 100 100 0.0 0.0015 125 3218 -98 2263.7836971571064 2263.602431148631 150 GTEX 1 100 100 0.0 0.0015 125 3218 -99 2262.4599829351714 2261.637232791335 150 GTEX 1 100 100 0.0 0.0015 125 3218 -0 3206.621193474495 2989.026025576283 100 GTEX 1 100 100 0.5 0.002 50 2004 -1 2542.2029611134813 2580.748873054301 100 GTEX 1 100 100 0.5 0.002 50 2004 -2 2466.7348476533616 2449.7867380584603 100 GTEX 1 100 100 0.5 0.002 50 2004 -3 2425.511873765242 2443.530929739484 100 GTEX 1 100 100 0.5 0.002 50 2004 -4 2402.8491542836714 2412.6658986602897 100 GTEX 1 100 100 0.5 0.002 50 2004 -5 2386.84169191542 2385.0382883050147 100 GTEX 1 100 100 0.5 0.002 50 2004 -6 2376.1764955940703 2371.293441250297 100 GTEX 1 100 100 0.5 0.002 50 2004 -7 2363.484543373734 2361.023615731939 100 GTEX 1 100 100 0.5 0.002 50 2004 -8 2356.233160408772 2348.7787751752608 100 GTEX 1 100 100 0.5 0.002 50 2004 -9 2349.841237804058 2344.700282571887 100 GTEX 1 100 100 0.5 0.002 50 2004 -10 2342.0389351301314 2343.8222953303234 100 GTEX 1 100 100 0.5 0.002 50 2004 -11 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2269.450932556842 2268.912154861276 100 GTEX 1 100 100 0.5 0.002 50 2004 -89 2268.909215249972 2270.133245083769 100 GTEX 1 100 100 0.5 0.002 50 2004 -90 2269.8424729230073 2270.977409101711 100 GTEX 1 100 100 0.5 0.002 50 2004 -91 2269.069430091659 2270.351281227721 100 GTEX 1 100 100 0.5 0.002 50 2004 -92 2268.9356129711678 2269.5131121153163 100 GTEX 1 100 100 0.5 0.002 50 2004 -93 2268.461339982596 2271.224196285349 100 GTEX 1 100 100 0.5 0.002 50 2004 -94 2268.873719699433 2267.9582658774953 100 GTEX 1 100 100 0.5 0.002 50 2004 -95 2268.5196632618163 2268.417615070996 100 GTEX 1 100 100 0.5 0.002 50 2004 -96 2268.8247304730826 2268.9391950600047 100 GTEX 1 100 100 0.5 0.002 50 2004 -97 2268.560840478149 2268.91274896774 100 GTEX 1 100 100 0.5 0.002 50 2004 -98 2267.544967417658 2267.627128572065 100 GTEX 1 100 100 0.5 0.002 50 2004 -99 2267.7854733981358 2267.994693886645 100 GTEX 1 100 100 0.5 0.002 50 2004 -0 4376.587640939827 3621.1220067245426 50 GTEX 1 100 100 1.0 0.0015 5 5734 -1 3081.5566442354034 2834.54884529839 50 GTEX 1 100 100 1.0 0.0015 5 5734 -2 2716.152254469885 2708.449157018625 50 GTEX 1 100 100 1.0 0.0015 5 5734 -3 2612.973742336661 2645.699325503505 50 GTEX 1 100 100 1.0 0.0015 5 5734 -4 2566.834244427188 2554.188788468393 50 GTEX 1 100 100 1.0 0.0015 5 5734 -5 2538.5663001815105 2542.6024504106767 50 GTEX 1 100 100 1.0 0.0015 5 5734 -6 2515.91795407629 2517.6165182019367 50 GTEX 1 100 100 1.0 0.0015 5 5734 -7 2497.721137404933 2506.947188576818 50 GTEX 1 100 100 1.0 0.0015 5 5734 -8 2484.179278544467 2488.5573410208235 50 GTEX 1 100 100 1.0 0.0015 5 5734 -9 2472.5973024304817 2476.883922272309 50 GTEX 1 100 100 1.0 0.0015 5 5734 -10 2462.2419790507893 2471.5007653762177 50 GTEX 1 100 100 1.0 0.0015 5 5734 -11 2453.547956418925 2468.5626619868403 50 GTEX 1 100 100 1.0 0.0015 5 5734 -12 2447.491428025889 2459.81030969656 50 GTEX 1 100 100 1.0 0.0015 5 5734 -13 2440.5458901335724 2454.272125360177 50 GTEX 1 100 100 1.0 0.0015 5 5734 -14 2435.626836354244 2448.5049774982176 50 GTEX 1 100 100 1.0 0.0015 5 5734 -15 2431.172680532541 2442.0894413357 50 GTEX 1 100 100 1.0 0.0015 5 5734 -16 2425.3935198213203 2439.6038553796343 50 GTEX 1 100 100 1.0 0.0015 5 5734 -17 2422.446221805845 2436.9550971549725 50 GTEX 1 100 100 1.0 0.0015 5 5734 -18 2418.0947184390925 2431.486331838165 50 GTEX 1 100 100 1.0 0.0015 5 5734 -19 2414.763839423499 2429.4168116348324 50 GTEX 1 100 100 1.0 0.0015 5 5734 -20 2412.0445704022445 2427.8743734033387 50 GTEX 1 100 100 1.0 0.0015 5 5734 -21 2409.863347397745 2424.2055812589115 50 GTEX 1 100 100 1.0 0.0015 5 5734 -22 2407.5473495101405 2424.1264207499107 50 GTEX 1 100 100 1.0 0.0015 5 5734 -23 2405.1283996330594 2417.781016534725 50 GTEX 1 100 100 1.0 0.0015 5 5734 -24 2402.819662833725 2417.5744522152745 50 GTEX 1 100 100 1.0 0.0015 5 5734 -25 2400.064178115427 2416.1255727557627 50 GTEX 1 100 100 1.0 0.0015 5 5734 -26 2397.7613433196398 2414.0401741288915 50 GTEX 1 100 100 1.0 0.0015 5 5734 -27 2396.296223760621 2411.589725392853 50 GTEX 1 100 100 1.0 0.0015 5 5734 -28 2394.66456821434 2409.1519134869595 50 GTEX 1 100 100 1.0 0.0015 5 5734 -29 2393.321121823464 2410.037325202739 50 GTEX 1 100 100 1.0 0.0015 5 5734 -30 2391.902881467986 2406.3506625215364 50 GTEX 1 100 100 1.0 0.0015 5 5734 -31 2390.921018844448 2404.9641117922706 50 GTEX 1 100 100 1.0 0.0015 5 5734 -32 2389.115447130905 2402.4160355832637 50 GTEX 1 100 100 1.0 0.0015 5 5734 -33 2387.429141220201 2404.031615746792 50 GTEX 1 100 100 1.0 0.0015 5 5734 -34 2385.975380092938 2401.4672633414034 50 GTEX 1 100 100 1.0 0.0015 5 5734 -35 2384.660857055058 2400.10253581348 50 GTEX 1 100 100 1.0 0.0015 5 5734 -36 2383.3022444690687 2398.922467714027 50 GTEX 1 100 100 1.0 0.0015 5 5734 -37 2382.183328307996 2397.6509954068138 50 GTEX 1 100 100 1.0 0.0015 5 5734 -38 2381.1605334855617 2394.8753824560363 50 GTEX 1 100 100 1.0 0.0015 5 5734 -39 2380.267376845019 2396.019229555311 50 GTEX 1 100 100 1.0 0.0015 5 5734 -40 2379.1479763741395 2396.5835754626605 50 GTEX 1 100 100 1.0 0.0015 5 5734 -41 2378.6556895880512 2393.0212820074853 50 GTEX 1 100 100 1.0 0.0015 5 5734 -42 2377.1925939179355 2393.161554256773 50 GTEX 1 100 100 1.0 0.0015 5 5734 -43 2376.189384759436 2393.793740160112 50 GTEX 1 100 100 1.0 0.0015 5 5734 -44 2374.6911446504964 2388.547179015417 50 GTEX 1 100 100 1.0 0.0015 5 5734 -45 2374.001265317393 2387.0923139332817 50 GTEX 1 100 100 1.0 0.0015 5 5734 -46 2372.671257002119 2387.742957053529 50 GTEX 1 100 100 1.0 0.0015 5 5734 -47 2372.696485004242 2388.289919312916 50 GTEX 1 100 100 1.0 0.0015 5 5734 -48 2371.6493227450865 2384.768796971542 50 GTEX 1 100 100 1.0 0.0015 5 5734 -49 2370.369957813985 2384.952875289627 50 GTEX 1 100 100 1.0 0.0015 5 5734 -50 2369.7487673825444 2384.900185008466 50 GTEX 1 100 100 1.0 0.0015 5 5734 -51 2369.3632671178507 2384.407655433104 50 GTEX 1 100 100 1.0 0.0015 5 5734 -52 2368.525359781841 2382.2431849490554 50 GTEX 1 100 100 1.0 0.0015 5 5734 -53 2367.527242736075 2382.3080947933995 50 GTEX 1 100 100 1.0 0.0015 5 5734 -54 2366.8925578551653 2381.9066579840483 50 GTEX 1 100 100 1.0 0.0015 5 5734 -55 2367.3788559106633 2380.6070324567786 50 GTEX 1 100 100 1.0 0.0015 5 5734 -56 2366.6330376602195 2382.958348495425 50 GTEX 1 100 100 1.0 0.0015 5 5734 -57 2366.314730068717 2380.973768343037 50 GTEX 1 100 100 1.0 0.0015 5 5734 -58 2365.3908692695677 2380.589370785557 50 GTEX 1 100 100 1.0 0.0015 5 5734 -59 2364.9732474793195 2379.8125510560244 50 GTEX 1 100 100 1.0 0.0015 5 5734 -60 2365.101195399356 2378.4658268105395 50 GTEX 1 100 100 1.0 0.0015 5 5734 -61 2364.466678247465 2378.3445571493285 50 GTEX 1 100 100 1.0 0.0015 5 5734 -62 2364.203125 2378.638089836324 50 GTEX 1 100 100 1.0 0.0015 5 5734 -63 2363.596364421931 2378.3298929308758 50 GTEX 1 100 100 1.0 0.0015 5 5734 -64 2363.455214727185 2377.2842279586507 50 GTEX 1 100 100 1.0 0.0015 5 5734 -65 2363.3092844975063 2377.9660180385576 50 GTEX 1 100 100 1.0 0.0015 5 5734 -66 2363.285492507485 2377.711355695253 50 GTEX 1 100 100 1.0 0.0015 5 5734 -67 2363.510583935789 2376.550705594255 50 GTEX 1 100 100 1.0 0.0015 5 5734 -68 2362.4117651230513 2377.629102119475 50 GTEX 1 100 100 1.0 0.0015 5 5734 -69 2361.9613171081123 2376.757571144249 50 GTEX 1 100 100 1.0 0.0015 5 5734 -70 2362.370991524011 2376.150100533953 50 GTEX 1 100 100 1.0 0.0015 5 5734 -71 2362.0424123352827 2376.5312555697487 50 GTEX 1 100 100 1.0 0.0015 5 5734 -72 2361.9256534933024 2375.8933857384745 50 GTEX 1 100 100 1.0 0.0015 5 5734 -73 2361.168077397349 2376.4061891969172 50 GTEX 1 100 100 1.0 0.0015 5 5734 -74 2361.547391597127 2375.4065470532323 50 GTEX 1 100 100 1.0 0.0015 5 5734 -75 2360.545347438388 2376.250933861098 50 GTEX 1 100 100 1.0 0.0015 5 5734 -76 2360.600971193315 2375.620913661478 50 GTEX 1 100 100 1.0 0.0015 5 5734 -77 2360.713043422423 2375.264245559054 50 GTEX 1 100 100 1.0 0.0015 5 5734 -78 2361.2209733894715 2374.25177071575 50 GTEX 1 100 100 1.0 0.0015 5 5734 -79 2360.7065929986234 2375.349622371079 50 GTEX 1 100 100 1.0 0.0015 5 5734 -80 2360.040934829333 2374.7774588581274 50 GTEX 1 100 100 1.0 0.0015 5 5734 -81 2360.587304656554 2374.0331154014675 50 GTEX 1 100 100 1.0 0.0015 5 5734 -82 2360.1984113606804 2374.3499816198314 50 GTEX 1 100 100 1.0 0.0015 5 5734 -83 2359.6561246932188 2375.071233829165 50 GTEX 1 100 100 1.0 0.0015 5 5734 -84 2359.552681431015 2375.940739736811 50 GTEX 1 100 100 1.0 0.0015 5 5734 -85 2360.005818345346 2374.0541787963402 50 GTEX 1 100 100 1.0 0.0015 5 5734 -86 2359.6348668968108 2373.6004383391755 50 GTEX 1 100 100 1.0 0.0015 5 5734 -87 2359.0642711090995 2373.204728623307 50 GTEX 1 100 100 1.0 0.0015 5 5734 -88 2359.029281247112 2374.1990015298247 50 GTEX 1 100 100 1.0 0.0015 5 5734 -89 2358.499191424405 2374.43612427222 50 GTEX 1 100 100 1.0 0.0015 5 5734 -90 2359.280806642482 2373.762615479444 50 GTEX 1 100 100 1.0 0.0015 5 5734 -91 2359.265611950971 2372.489340894576 50 GTEX 1 100 100 1.0 0.0015 5 5734 -92 2359.060837331941 2373.050996149448 50 GTEX 1 100 100 1.0 0.0015 5 5734 -93 2358.9373796962063 2372.505421685629 50 GTEX 1 100 100 1.0 0.0015 5 5734 -94 2358.779369237797 2372.3498734738887 50 GTEX 1 100 100 1.0 0.0015 5 5734 -95 2358.2530802155266 2371.9127782089176 50 GTEX 1 100 100 1.0 0.0015 5 5734 -96 2358.388307611101 2373.380957309737 50 GTEX 1 100 100 1.0 0.0015 5 5734 -97 2358.569897870976 2371.9836226198613 50 GTEX 1 100 100 1.0 0.0015 5 5734 -98 2358.4233389927263 2372.3953216900845 50 GTEX 1 100 100 1.0 0.0015 5 5734 -99 2358.3191469844674 2374.415711609583 50 GTEX 1 100 100 1.0 0.0015 5 5734 -0 3385.748054792098 2736.7053886384565 50 GTEX 1 100 100 0.0 0.0015 25 7152 -1 2580.251962151008 2540.252213742797 50 GTEX 1 100 100 0.0 0.0015 25 7152 -2 2487.407652177465 2469.935538056232 50 GTEX 1 100 100 0.0 0.0015 25 7152 -3 2448.6004581034367 2447.1167098941005 50 GTEX 1 100 100 0.0 0.0015 25 7152 -4 2422.4640875768296 2420.630021824129 50 GTEX 1 100 100 0.0 0.0015 25 7152 -5 2405.160163599749 2408.7088075354973 50 GTEX 1 100 100 0.0 0.0015 25 7152 -6 2391.185679273645 2399.006576015922 50 GTEX 1 100 100 0.0 0.0015 25 7152 -7 2380.0878125113472 2388.574416011912 50 GTEX 1 100 100 0.0 0.0015 25 7152 -8 2371.907317338353 2385.374654675618 50 GTEX 1 100 100 0.0 0.0015 25 7152 -9 2362.123646743499 2372.890558163023 50 GTEX 1 100 100 0.0 0.0015 25 7152 -10 2355.886809010081 2370.421656387387 50 GTEX 1 100 100 0.0 0.0015 25 7152 -11 2348.9488007426708 2361.6336312529706 50 GTEX 1 100 100 0.0 0.0015 25 7152 -12 2342.3687210703547 2355.433368175202 50 GTEX 1 100 100 0.0 0.0015 25 7152 -13 2338.942864285561 2352.8606091633496 50 GTEX 1 100 100 0.0 0.0015 25 7152 -14 2334.3803322561266 2350.4255881653994 50 GTEX 1 100 100 0.0 0.0015 25 7152 -15 2330.330786331385 2344.0219250813184 50 GTEX 1 100 100 0.0 0.0015 25 7152 -16 2327.2099075808983 2340.322091570372 50 GTEX 1 100 100 0.0 0.0015 25 7152 -17 2323.7842131095185 2336.5059540607176 50 GTEX 1 100 100 0.0 0.0015 25 7152 -18 2321.382462651926 2335.260211204848 50 GTEX 1 100 100 0.0 0.0015 25 7152 -19 2319.0924676363447 2334.734551607429 50 GTEX 1 100 100 0.0 0.0015 25 7152 -20 2316.1248958656547 2327.563887099349 50 GTEX 1 100 100 0.0 0.0015 25 7152 -21 2314.448099808669 2326.8152554007997 50 GTEX 1 100 100 0.0 0.0015 25 7152 -22 2311.857659852151 2324.8670194792653 50 GTEX 1 100 100 0.0 0.0015 25 7152 -23 2309.594604092464 2323.7385592732594 50 GTEX 1 100 100 0.0 0.0015 25 7152 -24 2308.1422625757564 2321.6436048152327 50 GTEX 1 100 100 0.0 0.0015 25 7152 -25 2306.427098325103 2323.8748828032167 50 GTEX 1 100 100 0.0 0.0015 25 7152 -26 2305.2566385773857 2319.7964660876605 50 GTEX 1 100 100 0.0 0.0015 25 7152 -27 2303.942289070959 2317.1210283054597 50 GTEX 1 100 100 0.0 0.0015 25 7152 -28 2302.9850078005343 2316.9112530262296 50 GTEX 1 100 100 0.0 0.0015 25 7152 -29 2302.0477792254924 2317.365858186787 50 GTEX 1 100 100 0.0 0.0015 25 7152 -30 2300.08896737619 2314.114331147517 50 GTEX 1 100 100 0.0 0.0015 25 7152 -31 2298.9758967158537 2314.050246786255 50 GTEX 1 100 100 0.0 0.0015 25 7152 -32 2298.273211127717 2315.7822929353315 50 GTEX 1 100 100 0.0 0.0015 25 7152 -33 2297.1838835880144 2313.4996465530685 50 GTEX 1 100 100 0.0 0.0015 25 7152 -34 2296.210414687822 2311.6752110470384 50 GTEX 1 100 100 0.0 0.0015 25 7152 -35 2295.495779877015 2311.188697495841 50 GTEX 1 100 100 0.0 0.0015 25 7152 -36 2295.0016445644656 2311.838876006268 50 GTEX 1 100 100 0.0 0.0015 25 7152 -37 2294.586031138387 2310.950287677489 50 GTEX 1 100 100 0.0 0.0015 25 7152 -38 2294.164416964233 2308.5174414340986 50 GTEX 1 100 100 0.0 0.0015 25 7152 -39 2293.1742340116903 2307.036355602424 50 GTEX 1 100 100 0.0 0.0015 25 7152 -40 2291.9058213419808 2306.343736307703 50 GTEX 1 100 100 0.0 0.0015 25 7152 -41 2292.0007198628296 2307.2690870625893 50 GTEX 1 100 100 0.0 0.0015 25 7152 -42 2291.3034279334634 2304.94846056804 50 GTEX 1 100 100 0.0 0.0015 25 7152 -43 2290.396994215515 2305.9267262505937 50 GTEX 1 100 100 0.0 0.0015 25 7152 -44 2290.4915164034032 2305.625668369772 50 GTEX 1 100 100 0.0 0.0015 25 7152 -45 2290.172791423497 2304.344921039538 50 GTEX 1 100 100 0.0 0.0015 25 7152 -46 2289.5222250234365 2303.9926247252256 50 GTEX 1 100 100 0.0 0.0015 25 7152 -47 2289.2649157104943 2305.4745471794795 50 GTEX 1 100 100 0.0 0.0015 25 7152 -48 2288.829732635198 2303.2149521280153 50 GTEX 1 100 100 0.0 0.0015 25 7152 -49 2289.1452955723666 2304.1725268926 50 GTEX 1 100 100 0.0 0.0015 25 7152 -50 2288.984076007034 2302.6336017797203 50 GTEX 1 100 100 0.0 0.0015 25 7152 -51 2287.646923993172 2302.7691984575517 50 GTEX 1 100 100 0.0 0.0015 25 7152 -52 2287.3289952361247 2303.11244207462 50 GTEX 1 100 100 0.0 0.0015 25 7152 -53 2287.284085971747 2303.2531858959123 50 GTEX 1 100 100 0.0 0.0015 25 7152 -54 2287.132728996531 2302.985598487999 50 GTEX 1 100 100 0.0 0.0015 25 7152 -55 2286.6753380987907 2309.699779902121 50 GTEX 1 100 100 0.0 0.0015 25 7152 -56 2286.6108003872005 2301.161652887729 50 GTEX 1 100 100 0.0 0.0015 25 7152 -57 2286.714326817621 2300.907522223295 50 GTEX 1 100 100 0.0 0.0015 25 7152 -58 2286.350802432752 2300.712408841789 50 GTEX 1 100 100 0.0 0.0015 25 7152 -59 2285.6538575147133 2301.2739485243883 50 GTEX 1 100 100 0.0 0.0015 25 7152 -60 2285.703711174755 2302.9411440076933 50 GTEX 1 100 100 0.0 0.0015 25 7152 -61 2285.3964141268684 2300.749858899715 50 GTEX 1 100 100 0.0 0.0015 25 7152 -62 2285.4495063186178 2301.5941203882485 50 GTEX 1 100 100 0.0 0.0015 25 7152 -63 2284.462408790899 2299.756249721513 50 GTEX 1 100 100 0.0 0.0015 25 7152 -64 2284.9414938796444 2301.515301722537 50 GTEX 1 100 100 0.0 0.0015 25 7152 -65 2284.81020631082 2301.1191844867662 50 GTEX 1 100 100 0.0 0.0015 25 7152 -66 2284.285172832066 2300.224477557628 50 GTEX 1 100 100 0.0 0.0015 25 7152 -67 2284.066698408988 2300.1828622564162 50 GTEX 1 100 100 0.0 0.0015 25 7152 -68 2284.487712869375 2298.818541088032 50 GTEX 1 100 100 0.0 0.0015 25 7152 -69 2284.064191860748 2298.891329108989 50 GTEX 1 100 100 0.0 0.0015 25 7152 -70 2284.175973813436 2302.213308820253 50 GTEX 1 100 100 0.0 0.0015 25 7152 -71 2283.4772774114194 2298.590205319481 50 GTEX 1 100 100 0.0 0.0015 25 7152 -72 2283.6283167485158 2300.6627362037343 50 GTEX 1 100 100 0.0 0.0015 25 7152 -73 2283.545618502306 2299.686020535661 50 GTEX 1 100 100 0.0 0.0015 25 7152 -74 2283.5024487044225 2301.327005712705 50 GTEX 1 100 100 0.0 0.0015 25 7152 -75 2283.755866054246 2298.752304483276 50 GTEX 1 100 100 0.0 0.0015 25 7152 -76 2282.813928185263 2298.459282356523 50 GTEX 1 100 100 0.0 0.0015 25 7152 -77 2283.116269916016 2299.3119977943797 50 GTEX 1 100 100 0.0 0.0015 25 7152 -78 2283.1080002100225 2299.184876648645 50 GTEX 1 100 100 0.0 0.0015 25 7152 -79 2283.4668313801394 2298.874125085403 50 GTEX 1 100 100 0.0 0.0015 25 7152 -80 2283.555638634946 2301.014926924905 50 GTEX 1 100 100 0.0 0.0015 25 7152 -81 2282.705517536863 2297.9188260270616 50 GTEX 1 100 100 0.0 0.0015 25 7152 -82 2282.5120538727865 2298.5065142845474 50 GTEX 1 100 100 0.0 0.0015 25 7152 -83 2282.9374506664185 2297.809848799905 50 GTEX 1 100 100 0.0 0.0015 25 7152 -84 2283.3249063770863 2297.167145587645 50 GTEX 1 100 100 0.0 0.0015 25 7152 -85 2282.7632637704905 2297.126388723859 50 GTEX 1 100 100 0.0 0.0015 25 7152 -86 2282.143199191724 2298.147837823788 50 GTEX 1 100 100 0.0 0.0015 25 7152 -87 2283.048309696883 2299.0028693485624 50 GTEX 1 100 100 0.0 0.0015 25 7152 -88 2282.5235227570943 2299.7383323060244 50 GTEX 1 100 100 0.0 0.0015 25 7152 -89 2282.093496369172 2295.956687318055 50 GTEX 1 100 100 0.0 0.0015 25 7152 -90 2281.4566350598207 2296.757449770155 50 GTEX 1 100 100 0.0 0.0015 25 7152 -91 2281.4280248448354 2299.5425663357 50 GTEX 1 100 100 0.0 0.0015 25 7152 -92 2281.324189222059 2297.123708282587 50 GTEX 1 100 100 0.0 0.0015 25 7152 -93 2282.4908634619765 2296.119363646997 50 GTEX 1 100 100 0.0 0.0015 25 7152 -94 2282.2510561718914 2297.951834675024 50 GTEX 1 100 100 0.0 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9731 -17 2297.171093218755 2296.3492789032794 50 GTEX 1 100 100 0.5 0.002 50 9731 -18 2296.0068315018616 2295.098220651141 50 GTEX 1 100 100 0.5 0.002 50 9731 -19 2294.350925856965 2287.6381617789034 50 GTEX 1 100 100 0.5 0.002 50 9731 -20 2292.815479382122 2295.7495609181915 50 GTEX 1 100 100 0.5 0.002 50 9731 -21 2291.762865904053 2283.4065294156962 50 GTEX 1 100 100 0.5 0.002 50 9731 -22 2290.365044931984 2287.095777852453 50 GTEX 1 100 100 0.5 0.002 50 9731 -23 2289.158240827925 2281.405692096899 50 GTEX 1 100 100 0.5 0.002 50 9731 -24 2287.7978041114857 2283.281541019338 50 GTEX 1 100 100 0.5 0.002 50 9731 -25 2287.056618034191 2285.243692724424 50 GTEX 1 100 100 0.5 0.002 50 9731 -26 2285.839665834486 2279.632618022962 50 GTEX 1 100 100 0.5 0.002 50 9731 -27 2284.885347725157 2276.5922443114305 50 GTEX 1 100 100 0.5 0.002 50 9731 -28 2284.1538244021585 2278.9761336293964 50 GTEX 1 100 100 0.5 0.002 50 9731 -29 2283.377823954262 2277.494778825303 50 GTEX 1 100 100 0.5 0.002 50 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4063 -78 2361.248290499853 2345.555545705353 50 GTEX 1 100 100 0.5 0.002 5 4063 -79 2360.733365737562 2345.3182948587514 50 GTEX 1 100 100 0.5 0.002 5 4063 -80 2360.8633103395346 2346.3516706459422 50 GTEX 1 100 100 0.5 0.002 5 4063 -81 2361.1461860525383 2345.3533295025845 50 GTEX 1 100 100 0.5 0.002 5 4063 -82 2361.3289000762106 2344.9302412257903 50 GTEX 1 100 100 0.5 0.002 5 4063 -83 2360.694892558525 2344.669971074441 50 GTEX 1 100 100 0.5 0.002 5 4063 -84 2360.785632333245 2344.305049069481 50 GTEX 1 100 100 0.5 0.002 5 4063 -85 2361.362368514272 2345.813364703393 50 GTEX 1 100 100 0.5 0.002 5 4063 -86 2360.8919889329795 2345.446593077917 50 GTEX 1 100 100 0.5 0.002 5 4063 -87 2360.5208803803257 2345.182574950244 50 GTEX 1 100 100 0.5 0.002 5 4063 -88 2360.235334155199 2346.9916319176277 50 GTEX 1 100 100 0.5 0.002 5 4063 -89 2360.617958707921 2344.061499301925 50 GTEX 1 100 100 0.5 0.002 5 4063 -90 2360.2602964316425 2345.8194422268593 50 GTEX 1 100 100 0.5 0.002 5 4063 -91 2360.1754293646272 2343.304080861603 50 GTEX 1 100 100 0.5 0.002 5 4063 -92 2359.954393644123 2345.683407163439 50 GTEX 1 100 100 0.5 0.002 5 4063 -93 2359.384984750688 2343.6215291186427 50 GTEX 1 100 100 0.5 0.002 5 4063 -94 2359.8669870710432 2346.21582356152 50 GTEX 1 100 100 0.5 0.002 5 4063 -95 2360.491386196789 2343.789151151824 50 GTEX 1 100 100 0.5 0.002 5 4063 -96 2360.0100678673284 2343.330435053024 50 GTEX 1 100 100 0.5 0.002 5 4063 -97 2359.2341324324793 2342.8685228471068 50 GTEX 1 100 100 0.5 0.002 5 4063 -98 2359.662929452308 2343.094139882367 50 GTEX 1 100 100 0.5 0.002 5 4063 -99 2359.3765793708985 2343.702786173657 50 GTEX 1 100 100 0.5 0.002 5 4063 -0 3732.411849993316 2958.1393175016333 50 GTEX 1 50 100 0.5 0.001 25 3391 -1 2706.0981363046885 2650.265956864157 50 GTEX 1 50 100 0.5 0.001 25 3391 -2 2560.414537500124 2538.377733818025 50 GTEX 1 50 100 0.5 0.001 25 3391 -3 2493.848037792257 2484.0206716559233 50 GTEX 1 50 100 0.5 0.001 25 3391 -4 2461.9945791858395 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2278.7878061312485 2247.8146127911123 100 GTEX 1 100 100 1.0 0.001 50 9579 -81 2278.157243582973 2247.0403639644724 100 GTEX 1 100 100 1.0 0.001 50 9579 -82 2277.753105024154 2247.5025546577945 100 GTEX 1 100 100 1.0 0.001 50 9579 -83 2278.311021153043 2246.9077631149007 100 GTEX 1 100 100 1.0 0.001 50 9579 -84 2277.453590458344 2247.560600715898 100 GTEX 1 100 100 1.0 0.001 50 9579 -85 2277.228268802361 2246.426498819213 100 GTEX 1 100 100 1.0 0.001 50 9579 -86 2276.6357635404565 2245.08908719255 100 GTEX 1 100 100 1.0 0.001 50 9579 -87 2276.265731558473 2246.013275494593 100 GTEX 1 100 100 1.0 0.001 50 9579 -88 2276.062020925279 2246.0391135560244 100 GTEX 1 100 100 1.0 0.001 50 9579 -89 2275.634451390975 2245.92653780745 100 GTEX 1 100 100 1.0 0.001 50 9579 -90 2276.023154882792 2245.2677916320104 100 GTEX 1 100 100 1.0 0.001 50 9579 -91 2275.5491886753407 2245.334261005822 100 GTEX 1 100 100 1.0 0.001 50 9579 -92 2275.147111553621 2244.3782583026377 100 GTEX 1 100 100 1.0 0.001 50 9579 -93 2275.335414610456 2245.1909291082457 100 GTEX 1 100 100 1.0 0.001 50 9579 -94 2275.370003201912 2246.4494573208767 100 GTEX 1 100 100 1.0 0.001 50 9579 -95 2274.710474259475 2244.3094412800024 100 GTEX 1 100 100 1.0 0.001 50 9579 -96 2274.082495728377 2242.891047372564 100 GTEX 1 100 100 1.0 0.001 50 9579 -97 2273.4088242433013 2242.8184549890093 100 GTEX 1 100 100 1.0 0.001 50 9579 -98 2274.0053346802547 2243.6864974453424 100 GTEX 1 100 100 1.0 0.001 50 9579 -99 2273.786925373377 2245.7592439252608 100 GTEX 1 100 100 1.0 0.001 50 9579 -0 4699.0056999499075 3986.4573273749406 50 GTEX 1 50 100 0.5 0.001 5 5639 -1 3445.376953718138 3130.2853182368403 50 GTEX 1 50 100 0.5 0.001 5 5639 -2 2894.774930659627 2905.640718293281 50 GTEX 1 50 100 0.5 0.001 5 5639 -3 2706.512303119553 2649.8834947941423 50 GTEX 1 50 100 0.5 0.001 5 5639 -4 2633.3449618060604 2598.830253572065 50 GTEX 1 50 100 0.5 0.001 5 5639 -5 2591.271738624754 2557.380308434084 50 GTEX 1 50 100 0.5 0.001 5 5639 -6 2566.1322118578432 2599.109641419617 50 GTEX 1 50 100 0.5 0.001 5 5639 -7 2548.351755476053 2563.852717294439 50 GTEX 1 50 100 0.5 0.001 5 5639 -8 2533.569796418645 2509.495363648853 50 GTEX 1 50 100 0.5 0.001 5 5639 -9 2517.219208108594 2496.674977813837 50 GTEX 1 50 100 0.5 0.001 5 5639 -10 2507.237882919368 2483.232137353701 50 GTEX 1 50 100 0.5 0.001 5 5639 -11 2495.071288288842 2479.328971137565 50 GTEX 1 50 100 0.5 0.001 5 5639 -12 2483.640671367893 2472.4793032802104 50 GTEX 1 50 100 0.5 0.001 5 5639 -13 2476.7848383282058 2464.6591898987053 50 GTEX 1 50 100 0.5 0.001 5 5639 -14 2470.418046992596 2454.9117491979564 50 GTEX 1 50 100 0.5 0.001 5 5639 -15 2461.951779815329 2447.902395734316 50 GTEX 1 50 100 0.5 0.001 5 5639 -16 2452.926106676275 2437.1869820134266 50 GTEX 1 50 100 0.5 0.001 5 5639 -17 2447.4586679489444 2435.4009582751605 50 GTEX 1 50 100 0.5 0.001 5 5639 -18 2441.406094907393 2428.043402726206 50 GTEX 1 50 100 0.5 0.001 5 5639 -19 2436.7638373604113 2422.777951780834 50 GTEX 1 50 100 0.5 0.001 5 5639 -20 2431.8150342194017 2421.4211411856877 50 GTEX 1 50 100 0.5 0.001 5 5639 -21 2428.8501590073165 2414.535349334601 50 GTEX 1 50 100 0.5 0.001 5 5639 -22 2425.0749933104385 2414.7034109137358 50 GTEX 1 50 100 0.5 0.001 5 5639 -23 2421.97135361651 2414.634441187173 50 GTEX 1 50 100 0.5 0.001 5 5639 -24 2419.7024852107565 2405.860506587155 50 GTEX 1 50 100 0.5 0.001 5 5639 -25 2416.320274848652 2404.119964019427 50 GTEX 1 50 100 0.5 0.001 5 5639 -26 2413.3536110943774 2401.945573349869 50 GTEX 1 50 100 0.5 0.001 5 5639 -27 2411.646397673745 2398.4500987701995 50 GTEX 1 50 100 0.5 0.001 5 5639 -28 2408.7798978524083 2394.930858539538 50 GTEX 1 50 100 0.5 0.001 5 5639 -29 2406.4852100604817 2398.839706827026 50 GTEX 1 50 100 0.5 0.001 5 5639 -30 2404.8482474793195 2394.215710774121 50 GTEX 1 50 100 0.5 0.001 5 5639 -31 2402.5924315323127 2391.8436367484555 50 GTEX 1 50 100 0.5 0.001 5 5639 -32 2401.0665417690648 2389.7835103894367 50 GTEX 1 50 100 0.5 0.001 5 5639 -33 2399.451467180197 2388.672605565292 50 GTEX 1 50 100 0.5 0.001 5 5639 -34 2397.6053660082393 2388.543537328452 50 GTEX 1 50 100 0.5 0.001 5 5639 -35 2396.224229122173 2386.852101373129 50 GTEX 1 50 100 0.5 0.001 5 5639 -36 2395.7718984624635 2384.865388007219 50 GTEX 1 50 100 0.5 0.001 5 5639 -37 2394.236100282767 2386.4836634646804 50 GTEX 1 50 100 0.5 0.001 5 5639 -38 2392.022411552341 2386.4160708583354 50 GTEX 1 50 100 0.5 0.001 5 5639 -39 2390.408758637116 2380.790018175945 50 GTEX 1 50 100 0.5 0.001 5 5639 -40 2389.431539997904 2378.4264273407794 50 GTEX 1 50 100 0.5 0.001 5 5639 -41 2388.0415204367387 2379.6120197020555 50 GTEX 1 50 100 0.5 0.001 5 5639 -42 2387.437688927244 2377.348990204669 50 GTEX 1 50 100 0.5 0.001 5 5639 -43 2385.586921154364 2374.684716982533 50 GTEX 1 50 100 0.5 0.001 5 5639 -44 2384.785696314748 2374.9993757240672 50 GTEX 1 50 100 0.5 0.001 5 5639 -45 2383.839019649671 2375.525131167568 50 GTEX 1 50 100 0.5 0.001 5 5639 -46 2382.7269243139817 2372.81110709883 50 GTEX 1 50 100 0.5 0.001 5 5639 -47 2381.765850830723 2374.023907679569 50 GTEX 1 50 100 0.5 0.001 5 5639 -48 2380.779658456885 2372.523891898616 50 GTEX 1 50 100 0.5 0.001 5 5639 -49 2380.0497411701917 2370.4214702649715 50 GTEX 1 50 100 0.5 0.001 5 5639 -0 4949.178982542978 4466.665102186313 150 GTEX 1 100 100 1.0 0.002 5 1651 -1 3908.848905243213 3664.368843571768 150 GTEX 1 100 100 1.0 0.002 5 1651 -2 3236.2836128026142 3184.017303814906 150 GTEX 1 100 100 1.0 0.002 5 1651 -3 2905.6783797603684 2791.809691918667 150 GTEX 1 100 100 1.0 0.002 5 1651 -4 2764.205447985024 2735.495157104028 150 GTEX 1 100 100 1.0 0.002 5 1651 -5 2701.1135153330733 2680.172949961383 150 GTEX 1 100 100 1.0 0.002 5 1651 -6 2652.6459972284483 2648.293686319213 150 GTEX 1 100 100 1.0 0.002 5 1651 -7 2623.579075670751 2590.5883208880405 150 GTEX 1 100 100 1.0 0.002 5 1651 -8 2603.3458084971976 2581.694975994386 150 GTEX 1 100 100 1.0 0.002 5 1651 -9 2591.994862808803 2575.678545237494 150 GTEX 1 100 100 1.0 0.002 5 1651 -10 2567.5416154419213 2650.339525810213 150 GTEX 1 100 100 1.0 0.002 5 1651 -11 2556.16026763094 2529.115486870247 150 GTEX 1 100 100 1.0 0.002 5 1651 -12 2544.9803794183085 2521.3150894687196 150 GTEX 1 100 100 1.0 0.002 5 1651 -13 2532.9387113418647 2520.297962957462 150 GTEX 1 100 100 1.0 0.002 5 1651 -14 2520.948833519974 2497.2383295211507 150 GTEX 1 100 100 1.0 0.002 5 1651 -15 2514.1870569519447 2483.217726558787 150 GTEX 1 100 100 1.0 0.002 5 1651 -16 2503.856532606893 2492.969325540637 150 GTEX 1 100 100 1.0 0.002 5 1651 -17 2496.3842166889754 2478.4515826439224 150 GTEX 1 100 100 1.0 0.002 5 1651 -18 2492.2349422459265 2474.2399684195284 150 GTEX 1 100 100 1.0 0.002 5 1651 -19 2481.287121805103 2466.851058437797 150 GTEX 1 100 100 1.0 0.002 5 1651 -20 2478.6157457370427 2458.749832907557 150 GTEX 1 100 100 1.0 0.002 5 1651 -21 2474.5595574439913 2449.826818894071 150 GTEX 1 100 100 1.0 0.002 5 1651 -22 2470.760187758505 2445.528548208026 150 GTEX 1 100 100 1.0 0.002 5 1651 -23 2464.1681550468074 2455.4656625029706 150 GTEX 1 100 100 1.0 0.002 5 1651 -24 2460.4165851145344 2442.328725140357 150 GTEX 1 100 100 1.0 0.002 5 1651 -25 2458.5713486857308 2443.850704758793 150 GTEX 1 100 100 1.0 0.002 5 1651 -26 2455.4307821484745 2438.6115119266874 150 GTEX 1 100 100 1.0 0.002 5 1651 -27 2450.251053799341 2440.7438797751306 150 GTEX 1 100 100 1.0 0.002 5 1651 -28 2448.143684816748 2428.0579764362524 150 GTEX 1 100 100 1.0 0.002 5 1651 -29 2446.10965336209 2428.7089778769605 150 GTEX 1 100 100 1.0 0.002 5 1651 -30 2443.5881241407237 2421.825713763219 150 GTEX 1 100 100 1.0 0.002 5 1651 -31 2438.6910863166954 2425.420911897725 150 GTEX 1 100 100 1.0 0.002 5 1651 -32 2438.9385229561817 2428.488582944689 150 GTEX 1 100 100 1.0 0.002 5 1651 -33 2436.293610602331 2422.707982284488 150 GTEX 1 100 100 1.0 0.002 5 1651 -34 2432.698177303396 2414.911619237167 150 GTEX 1 100 100 1.0 0.002 5 1651 -35 2430.6897712788914 2418.688057438956 150 GTEX 1 100 100 1.0 0.002 5 1651 -36 2430.8834857370503 2409.6257621271984 150 GTEX 1 100 100 1.0 0.002 5 1651 -37 2427.426227315321 2410.677783110296 150 GTEX 1 100 100 1.0 0.002 5 1651 -38 2425.4523505685042 2411.052957164924 150 GTEX 1 100 100 1.0 0.002 5 1651 -39 2424.50319373692 2408.2818868078657 150 GTEX 1 100 100 1.0 0.002 5 1651 -40 2421.398641307263 2406.1288714390744 150 GTEX 1 100 100 1.0 0.002 5 1651 -41 2419.8278119006727 2402.6275189185776 150 GTEX 1 100 100 1.0 0.002 5 1651 -42 2418.406995883521 2401.8553912376724 150 GTEX 1 100 100 1.0 0.002 5 1651 -43 2418.060967976961 2400.505215604949 150 GTEX 1 100 100 1.0 0.002 5 1651 -44 2416.272167463293 2402.356342736306 150 GTEX 1 100 100 1.0 0.002 5 1651 -45 2415.899823146976 2399.524781665875 150 GTEX 1 100 100 1.0 0.002 5 1651 -46 2413.5268206283586 2399.2775786077113 150 GTEX 1 100 100 1.0 0.002 5 1651 -47 2412.666383654033 2395.544101265447 150 GTEX 1 100 100 1.0 0.002 5 1651 -48 2411.175540229795 2393.664164612049 150 GTEX 1 100 100 1.0 0.002 5 1651 -49 2409.667360422842 2392.561151192669 150 GTEX 1 100 100 1.0 0.002 5 1651 -50 2409.717569862334 2393.133153182925 150 GTEX 1 100 100 1.0 0.002 5 1651 -51 2407.3260102063005 2391.217791539181 150 GTEX 1 100 100 1.0 0.002 5 1651 -52 2406.279043012075 2390.4994801568437 150 GTEX 1 100 100 1.0 0.002 5 1651 -53 2406.458482271063 2388.1616744705025 150 GTEX 1 100 100 1.0 0.002 5 1651 -54 2404.958389225814 2390.465184897071 150 GTEX 1 100 100 1.0 0.002 5 1651 -55 2403.656011687597 2386.9247178922587 150 GTEX 1 100 100 1.0 0.002 5 1651 -56 2403.892563425501 2386.310632277804 150 GTEX 1 100 100 1.0 0.002 5 1651 -57 2402.012600926244 2384.620760493405 150 GTEX 1 100 100 1.0 0.002 5 1651 -58 2400.784002029872 2384.0219378453244 150 GTEX 1 100 100 1.0 0.002 5 1651 -59 2399.463849135484 2384.4156897947364 150 GTEX 1 100 100 1.0 0.002 5 1651 -60 2399.095223637661 2382.199808215007 150 GTEX 1 100 100 1.0 0.002 5 1651 -61 2398.6369526267645 2382.8429976198613 150 GTEX 1 100 100 1.0 0.002 5 1651 -62 2397.81223246912 2380.792403420568 150 GTEX 1 100 100 1.0 0.002 5 1651 -63 2397.2624129531773 2380.889212604711 150 GTEX 1 100 100 1.0 0.002 5 1651 -64 2395.96944820041 2380.1168584207167 150 GTEX 1 100 100 1.0 0.002 5 1651 -65 2395.554999954612 2379.7980307227303 150 GTEX 1 100 100 1.0 0.002 5 1651 -66 2394.687232365965 2381.370852858395 150 GTEX 1 100 100 1.0 0.002 5 1651 -67 2394.4316845945536 2380.933852279141 150 GTEX 1 100 100 1.0 0.002 5 1651 -68 2393.6930170571954 2377.3604778101235 150 GTEX 1 100 100 1.0 0.002 5 1651 -69 2392.3438779630064 2375.68186063005 150 GTEX 1 100 100 1.0 0.002 5 1651 -70 2392.203987473757 2375.5853355030595 150 GTEX 1 100 100 1.0 0.002 5 1651 -71 2391.529908245212 2374.3574924251425 150 GTEX 1 100 100 1.0 0.002 5 1651 -72 2391.131086624096 2375.3335327612585 150 GTEX 1 100 100 1.0 0.002 5 1651 -73 2390.131096397973 2373.3869331853016 150 GTEX 1 100 100 1.0 0.002 5 1651 -74 2389.8761548390544 2372.159163442401 150 GTEX 1 100 100 1.0 0.002 5 1651 -75 2388.640338643446 2375.446573119653 150 GTEX 1 100 100 1.0 0.002 5 1651 -76 2388.3270255548473 2370.640397104474 150 GTEX 1 100 100 1.0 0.002 5 1651 -77 2387.7911831477104 2370.4544464227365 150 GTEX 1 100 100 1.0 0.002 5 1651 -78 2387.940797819688 2370.252184733692 150 GTEX 1 100 100 1.0 0.002 5 1651 -79 2386.805131631176 2371.4104263827826 150 GTEX 1 100 100 1.0 0.002 5 1651 -80 2385.958252468897 2371.2622274536598 150 GTEX 1 100 100 1.0 0.002 5 1651 -81 2385.6470970604305 2368.8322563606525 150 GTEX 1 100 100 1.0 0.002 5 1651 -82 2384.863776262073 2368.909755228137 150 GTEX 1 100 100 1.0 0.002 5 1651 -83 2384.8921598597844 2368.445986903665 150 GTEX 1 100 100 1.0 0.002 5 1651 -84 2384.2136106167723 2366.762485982801 150 GTEX 1 100 100 1.0 0.002 5 1651 -85 2383.295193635209 2366.075636715037 150 GTEX 1 100 100 1.0 0.002 5 1651 -86 2382.912747359041 2365.835643695788 150 GTEX 1 100 100 1.0 0.002 5 1651 -87 2382.480141131695 2364.263320516724 150 GTEX 1 100 100 1.0 0.002 5 1651 -88 2382.0799894380234 2365.5222265439347 150 GTEX 1 100 100 1.0 0.002 5 1651 -89 2381.609198090241 2363.947923319421 150 GTEX 1 100 100 1.0 0.002 5 1651 -90 2380.8652837343698 2364.5669943225703 150 GTEX 1 100 100 1.0 0.002 5 1651 -91 2380.603383071624 2363.4228733773466 150 GTEX 1 100 100 1.0 0.002 5 1651 -92 2379.856644787279 2364.5518232570403 150 GTEX 1 100 100 1.0 0.002 5 1651 -93 2379.611826386436 2363.1678912376724 150 GTEX 1 100 100 1.0 0.002 5 1651 -94 2379.1781170261665 2362.2769167359797 150 GTEX 1 100 100 1.0 0.002 5 1651 -95 2378.941914388468 2362.742574597493 150 GTEX 1 100 100 1.0 0.002 5 1651 -96 2378.2716875891256 2360.762349988118 150 GTEX 1 100 100 1.0 0.002 5 1651 -97 2377.594792478148 2360.202768071976 150 GTEX 1 100 100 1.0 0.002 5 1651 -98 2376.803627098779 2360.812941402537 150 GTEX 1 100 100 1.0 0.002 5 1651 -99 2376.657567719818 2358.7743184484907 150 GTEX 1 100 100 1.0 0.002 5 1651 -0 3236.3110932321647 2715.721630952204 50 GTEX 1 50 100 1.0 0.001 50 1512 -1 2551.5563938281502 2601.375628453244 50 GTEX 1 50 100 1.0 0.001 50 1512 -2 2473.241598101671 2437.800569599572 50 GTEX 1 50 100 1.0 0.001 50 1512 -3 2432.0714658691045 2423.084367295182 50 GTEX 1 50 100 1.0 0.001 50 1512 -4 2404.206355330936 2392.082427166261 50 GTEX 1 50 100 1.0 0.001 50 1512 -5 2386.168563177105 2373.024829008733 50 GTEX 1 50 100 1.0 0.001 50 1512 -6 2375.618510815943 2372.497564627644 50 GTEX 1 50 100 1.0 0.001 50 1512 -7 2364.585117603212 2355.4355009245787 50 GTEX 1 50 100 1.0 0.001 50 1512 -8 2358.385901328917 2353.444031457937 50 GTEX 1 50 100 1.0 0.001 50 1512 -9 2349.6975607496765 2359.336529285736 50 GTEX 1 50 100 1.0 0.001 50 1512 -10 2343.5244999127312 2337.5836195565 50 GTEX 1 50 100 1.0 0.001 50 1512 -11 2337.568603696145 2339.301215226206 50 GTEX 1 50 100 1.0 0.001 50 1512 -12 2334.508702361245 2328.0967999012296 50 GTEX 1 50 100 1.0 0.001 50 1512 -13 2328.7623794280053 2329.8141672112642 50 GTEX 1 50 100 1.0 0.001 50 1512 -14 2325.703776909883 2320.299294127258 50 GTEX 1 50 100 1.0 0.001 50 1512 -15 2322.08462220431 2320.298757110712 50 GTEX 1 50 100 1.0 0.001 50 1512 -16 2318.386980349504 2317.089862315827 50 GTEX 1 50 100 1.0 0.001 50 1512 -17 2315.4205413428313 2316.3968032430785 50 GTEX 1 50 100 1.0 0.001 50 1512 -18 2312.555331776459 2311.2442102468517 50 GTEX 1 50 100 1.0 0.001 50 1512 -19 2309.981975758102 2307.774403387149 50 GTEX 1 50 100 1.0 0.001 50 1512 -20 2307.4640685706354 2310.1998444183696 50 GTEX 1 50 100 1.0 0.001 50 1512 -21 2305.758848556788 2305.0663347715663 50 GTEX 1 50 100 1.0 0.001 50 1512 -22 2304.373359587498 2299.94642644962 50 GTEX 1 50 100 1.0 0.001 50 1512 -23 2301.0261645665123 2300.516197291617 50 GTEX 1 50 100 1.0 0.001 50 1512 -24 2299.4979774521034 2300.8119708739305 50 GTEX 1 50 100 1.0 0.001 50 1512 -25 2298.21200323946 2298.692838603553 50 GTEX 1 50 100 1.0 0.001 50 1512 -26 2296.1775178797484 2292.669290636882 50 GTEX 1 50 100 1.0 0.001 50 1512 -27 2295.27013550256 2293.6427387194035 50 GTEX 1 50 100 1.0 0.001 50 1512 -28 2293.7128311307124 2292.4168942527626 50 GTEX 1 50 100 1.0 0.001 50 1512 -29 2292.350945482086 2289.3483984189347 50 GTEX 1 50 100 1.0 0.001 50 1512 -30 2291.251968082385 2290.195556640625 50 GTEX 1 50 100 1.0 0.001 50 1512 -31 2289.8541869536944 2291.068429460997 50 GTEX 1 50 100 1.0 0.001 50 1512 -32 2288.663021388648 2286.230390773527 50 GTEX 1 50 100 1.0 0.001 50 1512 -33 2287.4392527734085 2285.391753338136 50 GTEX 1 50 100 1.0 0.001 50 1512 -34 2286.7016696206642 2283.7978617737053 50 GTEX 1 50 100 1.0 0.001 50 1512 -35 2285.8348528832885 2285.7448066740435 50 GTEX 1 50 100 1.0 0.001 50 1512 -36 2285.0146117661184 2287.3500447436427 50 GTEX 1 50 100 1.0 0.001 50 1512 -37 2284.1168904927563 2280.8930343801985 50 GTEX 1 50 100 1.0 0.001 50 1512 -38 2283.4526105691148 2282.3120251789746 50 GTEX 1 50 100 1.0 0.001 50 1512 -39 2282.655635303059 2282.193103166588 50 GTEX 1 50 100 1.0 0.001 50 1512 -40 2281.855968094557 2282.986864213254 50 GTEX 1 50 100 1.0 0.001 50 1512 -41 2281.3686557736332 2281.6971365925024 50 GTEX 1 50 100 1.0 0.001 50 1512 -42 2280.779391261256 2279.8370630532613 50 GTEX 1 50 100 1.0 0.001 50 1512 -43 2279.388011712767 2277.3940415763127 50 GTEX 1 50 100 1.0 0.001 50 1512 -44 2278.9924890202483 2277.564919127258 50 GTEX 1 50 100 1.0 0.001 50 1512 -45 2278.616964944429 2277.9797033737823 50 GTEX 1 50 100 1.0 0.001 50 1512 -46 2277.6367572007944 2276.382160375327 50 GTEX 1 50 100 1.0 0.001 50 1512 -47 2277.4875034659867 2279.180249580412 50 GTEX 1 50 100 1.0 0.001 50 1512 -48 2277.2480755519173 2276.5694315515093 50 GTEX 1 50 100 1.0 0.001 50 1512 -49 2276.7339785261465 2276.35498046875 50 GTEX 1 50 100 1.0 0.001 50 1512 -0 3059.8657405535346 2683.4566395110505 50 GTEX 1 50 100 0.0 0.0025 25 5253 -1 2503.904247825093 2465.1034288297587 50 GTEX 1 50 100 0.0 0.0025 25 5253 -2 2436.4452140391463 2427.662678417597 50 GTEX 1 50 100 0.0 0.0025 25 5253 -3 2405.7584123942875 2395.8449516731525 50 GTEX 1 50 100 0.0 0.0025 25 5253 -4 2387.4650487951158 2378.4929299010073 50 GTEX 1 50 100 0.0 0.0025 25 5253 -5 2371.249249036125 2366.6172821857176 50 GTEX 1 50 100 0.0 0.0025 25 5253 -6 2359.7280204324065 2356.406406649165 50 GTEX 1 50 100 0.0 0.0025 25 5253 -7 2350.588145596835 2350.3427214531844 50 GTEX 1 50 100 0.0 0.0025 25 5253 -8 2344.0813367889364 2341.2807939768745 50 GTEX 1 50 100 0.0 0.0025 25 5253 -9 2337.5924763013127 2335.404893070119 50 GTEX 1 50 100 0.0 0.0025 25 5253 -10 2332.8654872063807 2331.590877402418 50 GTEX 1 50 100 0.0 0.0025 25 5253 -11 2327.989349310433 2337.779686293221 50 GTEX 1 50 100 0.0 0.0025 25 5253 -12 2323.8543935719144 2323.2378349739342 50 GTEX 1 50 100 0.0 0.0025 25 5253 -13 2321.017030426828 2322.5200610722877 50 GTEX 1 50 100 0.0 0.0025 25 5253 -14 2317.9341440786084 2319.9091142429597 50 GTEX 1 50 100 0.0 0.0025 25 5253 -15 2314.9221771391744 2314.942015905344 50 GTEX 1 50 100 0.0 0.0025 25 5253 -16 2313.604606224665 2313.9348525130704 50 GTEX 1 50 100 0.0 0.0025 25 5253 -17 2311.235565092063 2313.634286626664 50 GTEX 1 50 100 0.0 0.0025 25 5253 -18 2310.2560107282616 2314.0226756048746 50 GTEX 1 50 100 0.0 0.0025 25 5253 -19 2307.7713859141463 2307.204114558579 50 GTEX 1 50 100 0.0 0.0025 25 5253 -20 2306.262732499653 2305.816570557569 50 GTEX 1 50 100 0.0 0.0025 25 5253 -21 2304.78832283153 2307.1904830642525 50 GTEX 1 50 100 0.0 0.0025 25 5253 -22 2303.4083962299965 2304.0980280306862 50 GTEX 1 50 100 0.0 0.0025 25 5253 -23 2303.0250431494765 2302.9740579699383 50 GTEX 1 50 100 0.0 0.0025 25 5253 -24 2300.9285934962404 2303.589685012179 50 GTEX 1 50 100 0.0 0.0025 25 5253 -25 2299.151444166455 2299.993519598087 50 GTEX 1 50 100 0.0 0.0025 25 5253 -26 2299.1655443642226 2299.8599679461 50 GTEX 1 50 100 0.0 0.0025 25 5253 -27 2297.952624262859 2302.189690767585 50 GTEX 1 50 100 0.0 0.0025 25 5253 -28 2298.0900759762944 2297.610814779884 50 GTEX 1 50 100 0.0 0.0025 25 5253 -29 2296.2265103038844 2298.1048117517967 50 GTEX 1 50 100 0.0 0.0025 25 5253 -30 2295.767558912497 2296.519832944689 50 GTEX 1 50 100 0.0 0.0025 25 5253 -31 2294.8316833360705 2297.163711141724 50 GTEX 1 50 100 0.0 0.0025 25 5253 -32 2294.7985725342387 2298.396076855097 50 GTEX 1 50 100 0.0 0.0025 25 5253 -33 2293.9142484615554 2294.629691816555 50 GTEX 1 50 100 0.0 0.0025 25 5253 -34 2293.707253006125 2298.646391545865 50 GTEX 1 50 100 0.0 0.0025 25 5253 -35 2293.4177232941565 2296.8806616489424 50 GTEX 1 50 100 0.0 0.0025 25 5253 -36 2291.7548306163844 2292.617494300291 50 GTEX 1 50 100 0.0 0.0025 25 5253 -37 2292.5203268797204 2295.772719466641 50 GTEX 1 50 100 0.0 0.0025 25 5253 -38 2291.936557530022 2293.383053855751 50 GTEX 1 50 100 0.0 0.0025 25 5253 -39 2291.466980902411 2293.208109924549 50 GTEX 1 50 100 0.0 0.0025 25 5253 -40 2291.0586302666493 2294.801089442728 50 GTEX 1 50 100 0.0 0.0025 25 5253 -41 2290.8585162398 2292.591314395571 50 GTEX 1 50 100 0.0 0.0025 25 5253 -42 2290.9596163502993 2292.1215165867097 50 GTEX 1 50 100 0.0 0.0025 25 5253 -43 2290.351117285703 2290.1938522977066 50 GTEX 1 50 100 0.0 0.0025 25 5253 -44 2289.9577728010377 2295.4182029114927 50 GTEX 1 50 100 0.0 0.0025 25 5253 -45 2289.486802944604 2292.1064149109584 50 GTEX 1 50 100 0.0 0.0025 25 5253 -46 2288.416180078868 2293.6001343237585 50 GTEX 1 50 100 0.0 0.0025 25 5253 -47 2288.289147215533 2290.2441615115554 50 GTEX 1 50 100 0.0 0.0025 25 5253 -48 2288.394714864793 2291.4754868423984 50 GTEX 1 50 100 0.0 0.0025 25 5253 -49 2288.3426050895546 2290.440890120009 50 GTEX 1 50 100 0.0 0.0025 25 5253 -0 3099.587220740467 3370.671654066659 150 GTEX 1 50 100 1.0 0.0025 75 4289 -1 2492.926307543639 2564.1681752948252 150 GTEX 1 50 100 1.0 0.0025 75 4289 -2 2431.157743159627 2471.231112055905 150 GTEX 1 50 100 1.0 0.0025 75 4289 -3 2398.183352471909 2433.216770418697 150 GTEX 1 50 100 1.0 0.0025 75 4289 -4 2379.531231406423 2416.714920798182 150 GTEX 1 50 100 1.0 0.0025 75 4289 -5 2362.9285790288386 2385.6383214450157 150 GTEX 1 50 100 1.0 0.0025 75 4289 -6 2354.4608109295777 2375.100187700511 150 GTEX 1 50 100 1.0 0.0025 75 4289 -7 2345.171170171921 2368.279524306381 150 GTEX 1 50 100 1.0 0.0025 75 4289 -8 2337.6690778658763 2363.6373718029645 150 GTEX 1 50 100 1.0 0.0025 75 4289 -9 2332.9716095941 2398.5942234285885 150 GTEX 1 50 100 1.0 0.0025 75 4289 -10 2327.6102705863127 2354.0914469091613 150 GTEX 1 50 100 1.0 0.0025 75 4289 -11 2323.1524898166 2354.3404318225703 150 GTEX 1 50 100 1.0 0.0025 75 4289 -12 2319.612475433785 2347.2850290740853 150 GTEX 1 50 100 1.0 0.0025 75 4289 -13 2315.582693707418 2346.9883434455205 150 GTEX 1 50 100 1.0 0.0025 75 4289 -14 2312.590259384779 2341.12931191332 150 GTEX 1 50 100 1.0 0.0025 75 4289 -15 2310.0600399743853 2347.4117148511764 150 GTEX 1 50 100 1.0 0.0025 75 4289 -16 2308.307493711709 2335.488918522012 150 GTEX 1 50 100 1.0 0.0025 75 4289 -17 2305.779179717415 2336.9740751433287 150 GTEX 1 50 100 1.0 0.0025 75 4289 -18 2304.0087923376514 2329.8496200503505 150 GTEX 1 50 100 1.0 0.0025 75 4289 -19 2301.5549714840035 2324.64594132456 150 GTEX 1 50 100 1.0 0.0025 75 4289 -20 2299.711623605559 2324.0675768253923 150 GTEX 1 50 100 1.0 0.0025 75 4289 -21 2297.1306178132345 2322.0511901623395 150 GTEX 1 50 100 1.0 0.0025 75 4289 -22 2296.3356510145027 2320.3180906346547 150 GTEX 1 50 100 1.0 0.0025 75 4289 -23 2294.9172161872325 2320.084272145319 150 GTEX 1 50 100 1.0 0.0025 75 4289 -24 2292.9059401242475 2319.4302602557627 150 GTEX 1 50 100 1.0 0.0025 75 4289 -25 2292.0037620143908 2314.800899143001 150 GTEX 1 50 100 1.0 0.0025 75 4289 -26 2291.2694312418303 2316.7119340207637 150 GTEX 1 50 100 1.0 0.0025 75 4289 -27 2289.525736578997 2317.541915603464 150 GTEX 1 50 100 1.0 0.0025 75 4289 -28 2289.4630854320435 2316.905804420152 150 GTEX 1 50 100 1.0 0.0025 75 4289 -29 2287.2351482452204 2312.292078518596 150 GTEX 1 50 100 1.0 0.0025 75 4289 -30 2286.914325363145 2311.278376009981 150 GTEX 1 50 100 1.0 0.0025 75 4289 -31 2285.790216384876 2313.011820397903 150 GTEX 1 50 100 1.0 0.0025 75 4289 -32 2284.736499077593 2311.0486030143475 150 GTEX 1 50 100 1.0 0.0025 75 4289 -33 2284.851399799757 2314.2218825191603 150 GTEX 1 50 100 1.0 0.0025 75 4289 -34 2284.183299063729 2310.7571738355514 150 GTEX 1 50 100 1.0 0.0025 75 4289 -35 2282.430317489577 2307.73502851711 150 GTEX 1 50 100 1.0 0.0025 75 4289 -36 2281.793822300904 2308.3234872564162 150 GTEX 1 50 100 1.0 0.0025 75 4289 -37 2280.8014668139986 2305.660987534904 150 GTEX 1 50 100 1.0 0.0025 75 4289 -38 2280.096994256777 2307.574667114722 150 GTEX 1 50 100 1.0 0.0025 75 4289 -39 2279.772349066577 2303.745414704877 150 GTEX 1 50 100 1.0 0.0025 75 4289 -40 2279.274488178921 2305.3034556573793 150 GTEX 1 50 100 1.0 0.0025 75 4289 -41 2278.830212664098 2302.992750972849 150 GTEX 1 50 100 1.0 0.0025 75 4289 -42 2279.327928645641 2304.1480884624525 150 GTEX 1 50 100 1.0 0.0025 75 4289 -43 2277.9633711438833 2304.4368116719643 150 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125 9589 -19 2292.0064817569423 2300.310014035765 150 GTEX 1 100 100 1.0 0.0025 125 9589 -20 2290.093808978516 2292.503073572659 150 GTEX 1 100 100 1.0 0.0025 125 9589 -21 2288.9012299405995 2295.6901614113 150 GTEX 1 100 100 1.0 0.0025 125 9589 -22 2287.8601813577757 2289.0954455241504 150 GTEX 1 100 100 1.0 0.0025 125 9589 -23 2286.6543507731626 2289.8714033351653 150 GTEX 1 100 100 1.0 0.0025 125 9589 -24 2285.6780639274507 2291.538406662161 150 GTEX 1 100 100 1.0 0.0025 125 9589 -25 2285.7049894380234 2285.716730038023 150 GTEX 1 100 100 1.0 0.0025 125 9589 -26 2284.027335549227 2286.999983290756 150 GTEX 1 100 100 1.0 0.0025 125 9589 -27 2282.54725925006 2285.168070397903 150 GTEX 1 100 100 1.0 0.0025 125 9589 -28 2282.282375775308 2285.3558507418907 150 GTEX 1 100 100 1.0 0.0025 125 9589 -29 2281.8173784026503 2286.9014131379213 150 GTEX 1 100 100 1.0 0.0025 125 9589 -30 2280.446780412593 2282.561563818174 150 GTEX 1 100 100 1.0 0.0025 125 9589 -31 2279.648122337585 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0.0025 125 9589 -44 2273.3954693617056 2276.409585814965 150 GTEX 1 100 100 1.0 0.0025 125 9589 -45 2272.74491038876 2275.946834897814 150 GTEX 1 100 100 1.0 0.0025 125 9589 -46 2272.3867339910594 2277.970186995009 150 GTEX 1 100 100 1.0 0.0025 125 9589 -47 2272.639211733439 2277.749318170004 150 GTEX 1 100 100 1.0 0.0025 125 9589 -48 2272.866724388419 2276.3059188784755 150 GTEX 1 100 100 1.0 0.0025 125 9589 -49 2271.1433665597024 2276.6718889243703 150 GTEX 1 100 100 1.0 0.0025 125 9589 -50 2270.8970605437803 2275.721543228672 150 GTEX 1 100 100 1.0 0.0025 125 9589 -51 2270.4445600919644 2272.6487396588345 150 GTEX 1 100 100 1.0 0.0025 125 9589 -52 2270.294664736924 2275.061390227692 150 GTEX 1 100 100 1.0 0.0025 125 9589 -53 2270.2690551409664 2272.375651660528 150 GTEX 1 100 100 1.0 0.0025 125 9589 -54 2269.026543400967 2273.6929365382903 150 GTEX 1 100 100 1.0 0.0025 125 9589 -55 2270.6336216171553 2283.004520314728 150 GTEX 1 100 100 1.0 0.0025 125 9589 -56 2270.5928208885143 2272.6235662540107 150 GTEX 1 100 100 1.0 0.0025 125 9589 -57 2268.590556314657 2275.5080561764794 150 GTEX 1 100 100 1.0 0.0025 125 9589 -58 2268.0775251572895 2275.016276660528 150 GTEX 1 100 100 1.0 0.0025 125 9589 -59 2269.1883671672813 2278.1854178425024 150 GTEX 1 100 100 1.0 0.0025 125 9589 -60 2272.034651051432 2275.144518253921 150 GTEX 1 100 100 1.0 0.0025 125 9589 -61 2269.8644601756023 2271.7414652893303 150 GTEX 1 100 100 1.0 0.0025 125 9589 -62 2268.01716947893 2272.8250690648765 150 GTEX 1 100 100 1.0 0.0025 125 9589 -63 2267.0544362932997 2271.527255562322 150 GTEX 1 100 100 1.0 0.0025 125 9589 -64 2267.238078874004 2271.9308487924786 150 GTEX 1 100 100 1.0 0.0025 125 9589 -65 2268.53846430776 2269.3983428142824 150 GTEX 1 100 100 1.0 0.0025 125 9589 -66 2266.882611606848 2270.522476254307 150 GTEX 1 100 100 1.0 0.0025 125 9589 -67 2266.746865912099 2271.219802218245 150 GTEX 1 100 100 1.0 0.0025 125 9589 -68 2266.6272984858592 2270.291930456125 150 GTEX 1 100 100 1.0 0.0025 125 9589 -69 2266.054473222568 2270.8418186898466 150 GTEX 1 100 100 1.0 0.0025 125 9589 -70 2266.3995215493624 2268.4822998046875 150 GTEX 1 100 100 1.0 0.0025 125 9589 -71 2265.5998867571234 2269.108194677549 150 GTEX 1 100 100 1.0 0.0025 125 9589 -72 2266.1437070980937 2275.2004408455623 150 GTEX 1 100 100 1.0 0.0025 125 9589 -73 2265.0310521499027 2278.98949823996 150 GTEX 1 100 100 1.0 0.0025 125 9589 -74 2266.370765332248 2272.2383615472017 150 GTEX 1 100 100 1.0 0.0025 125 9589 -75 2264.2170967705665 2267.2192303907736 150 GTEX 1 100 100 1.0 0.0025 125 9589 -76 2265.0107015188864 2275.478852130614 150 GTEX 1 100 100 1.0 0.0025 125 9589 -77 2266.1863338397525 2269.0374704803353 150 GTEX 1 100 100 1.0 0.0025 125 9589 -78 2264.646729186129 2272.672679364455 150 GTEX 1 100 100 1.0 0.0025 125 9589 -79 2265.402593950945 2270.014705991564 150 GTEX 1 100 100 1.0 0.0025 125 9589 -80 2264.437938612417 2273.5208559217567 150 GTEX 1 100 100 1.0 0.0025 125 9589 -81 2264.4188168852993 2270.1676382782794 150 GTEX 1 100 100 1.0 0.0025 125 9589 -82 2264.402334182432 2265.7391863340663 150 GTEX 1 100 100 1.0 0.0025 125 9589 -83 2264.472941291336 2266.720601477097 150 GTEX 1 100 100 1.0 0.0025 125 9589 -84 2263.375926120009 2281.993322336175 150 GTEX 1 100 100 1.0 0.0025 125 9589 -85 2266.6217338487063 2275.20108275903 150 GTEX 1 100 100 1.0 0.0025 125 9589 -86 2264.570392831472 2270.001229521893 150 GTEX 1 100 100 1.0 0.0025 125 9589 -87 2263.9639337478625 2266.982289593482 150 GTEX 1 100 100 1.0 0.0025 125 9589 -88 2263.383926128881 2265.663024206125 150 GTEX 1 100 100 1.0 0.0025 125 9589 -89 2263.957177909737 2267.793557286716 150 GTEX 1 100 100 1.0 0.0025 125 9589 -90 2264.714773089251 2268.503933634595 150 GTEX 1 100 100 1.0 0.0025 125 9589 -91 2262.5220006626637 2268.688750872594 150 GTEX 1 100 100 1.0 0.0025 125 9589 -92 2263.571777653213 2267.5344920575394 150 GTEX 1 100 100 1.0 0.0025 125 9589 -93 2263.838372459101 2266.3729600797587 150 GTEX 1 100 100 1.0 0.0025 125 9589 -94 2262.654697165565 2267.7169328696828 150 GTEX 1 100 100 1.0 0.0025 125 9589 -95 2263.000694125812 2265.4295399016755 150 GTEX 1 100 100 1.0 0.0025 125 9589 -96 2261.866523134226 2270.4896797209185 150 GTEX 1 100 100 1.0 0.0025 125 9589 -97 2262.5047154187328 2268.998972845621 150 GTEX 1 100 100 1.0 0.0025 125 9589 -98 2262.389200283303 2265.0192945357057 150 GTEX 1 100 100 1.0 0.0025 125 9589 -99 2262.085003643413 2268.732282167152 150 GTEX 1 100 100 1.0 0.0025 125 9589 -0 2766.620126780857 2804.517903026973 100 GTEX 1 100 100 0.0 0.0025 125 5928 -1 2415.417459812086 2467.6814299028642 100 GTEX 1 100 100 0.0 0.0025 125 5928 -2 2372.6575054145733 2337.8790399239538 100 GTEX 1 100 100 0.0 0.0025 125 5928 -3 2351.4426614066874 2342.2274202412077 100 GTEX 1 100 100 0.0 0.0025 125 5928 -4 2336.191727034329 2310.8093094626306 100 GTEX 1 100 100 0.0 0.0025 125 5928 -5 2327.9443640470677 2304.7324720027327 100 GTEX 1 100 100 0.0 0.0025 125 5928 -6 2320.674283242117 2295.1573602364538 100 GTEX 1 100 100 0.0 0.0025 125 5928 -7 2315.286836325361 2292.7751047112642 100 GTEX 1 100 100 0.0 0.0025 125 5928 -8 2309.976315006857 2286.89567304836 100 GTEX 1 100 100 0.0 0.0025 125 5928 -9 2305.6408282657026 2286.937688443144 100 GTEX 1 100 100 0.0 0.0025 125 5928 -10 2302.9527487186165 2280.020254388961 100 GTEX 1 100 100 0.0 0.0025 125 5928 -11 2300.744495733948 2279.139173152329 100 GTEX 1 100 100 0.0 0.0025 125 5928 -12 2298.8881277872315 2279.2632801360505 100 GTEX 1 100 100 0.0 0.0025 125 5928 -13 2296.3912029739818 2273.820499086561 100 GTEX 1 100 100 0.0 0.0025 125 5928 -14 2295.4989642526753 2282.115322562678 100 GTEX 1 100 100 0.0 0.0025 125 5928 -15 2293.9330817948207 2270.2362204432034 100 GTEX 1 100 100 0.0 0.0025 125 5928 -16 2291.886652782775 2271.378547001248 100 GTEX 1 100 100 0.0 0.0025 125 5928 -17 2289.6262842204333 2267.382411478137 100 GTEX 1 100 100 0.0 0.0025 125 5928 -18 2288.6159054458085 2270.554651296637 100 GTEX 1 100 100 0.0 0.0025 125 5928 -19 2288.611689552153 2264.5983617514253 100 GTEX 1 100 100 0.0 0.0025 125 5928 -20 2287.177190751426 2266.5878767006297 100 GTEX 1 100 100 0.0 0.0025 125 5928 -21 2285.6714766177906 2264.283731322778 100 GTEX 1 100 100 0.0 0.0025 125 5928 -22 2284.798195195523 2261.078842569213 100 GTEX 1 100 100 0.0 0.0025 125 5928 -23 2282.863806460517 2267.8494265016047 100 GTEX 1 100 100 0.0 0.0025 125 5928 -24 2283.7345672023957 2264.1227405388545 100 GTEX 1 100 100 0.0 0.0025 125 5928 -25 2281.443328763938 2274.263282920924 100 GTEX 1 100 100 0.0 0.0025 125 5928 -26 2281.69345149186 2260.6759195654113 100 GTEX 1 100 100 0.0 0.0025 125 5928 -27 2280.283074517279 2259.1512595057034 100 GTEX 1 100 100 0.0 0.0025 125 5928 -28 2280.044879246453 2259.409314289746 100 GTEX 1 100 100 0.0 0.0025 125 5928 -29 2278.9634465755216 2258.033779593928 100 GTEX 1 100 100 0.0 0.0025 125 5928 -30 2279.0266293027757 2256.0703236394957 100 GTEX 1 100 100 0.0 0.0025 125 5928 -31 2278.4250073342764 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0.0025 125 5928 -44 2272.526160956109 2253.7620464368465 100 GTEX 1 100 100 0.0 0.0025 125 5928 -45 2271.8823810310237 2254.7732082120365 100 GTEX 1 100 100 0.0 0.0025 125 5928 -46 2272.668069944445 2252.3060465185363 100 GTEX 1 100 100 0.0 0.0025 125 5928 -47 2272.2484260962838 2251.918586063748 100 GTEX 1 100 100 0.0 0.0025 125 5928 -48 2271.2536140394345 2253.004660022576 100 GTEX 1 100 100 0.0 0.0025 125 5928 -49 2271.2582487398668 2249.583044944154 100 GTEX 1 100 100 0.0 0.0025 125 5928 -50 2270.766846476783 2255.0818706555965 100 GTEX 1 100 100 0.0 0.0025 125 5928 -51 2271.503900241257 2259.7436885471125 100 GTEX 1 100 100 0.0 0.0025 125 5928 -52 2270.1584897394405 2254.5029612494063 100 GTEX 1 100 100 0.0 0.0025 125 5928 -53 2270.032344751629 2251.7077154007247 100 GTEX 1 100 100 0.0 0.0025 125 5928 -54 2269.4401591651426 2249.1430199916826 100 GTEX 1 100 100 0.0 0.0025 125 5928 -55 2269.1707382129616 2253.7160690945816 100 GTEX 1 100 100 0.0 0.0025 125 5928 -56 2269.241634128337 2247.3271103775546 100 GTEX 1 100 100 0.0 0.0025 125 5928 -57 2270.4049861525564 2247.538176910052 100 GTEX 1 100 100 0.0 0.0025 125 5928 -58 2269.060264850929 2249.0021424964348 100 GTEX 1 100 100 0.0 0.0025 125 5928 -59 2268.3753434267137 2252.775333070936 100 GTEX 1 100 100 0.0 0.0025 125 5928 -60 2268.92934546587 2251.860974445996 100 GTEX 1 100 100 0.0 0.0025 125 5928 -61 2268.615335904697 2254.777416156725 100 GTEX 1 100 100 0.0 0.0025 125 5928 -62 2268.472909932405 2247.0559611157323 100 GTEX 1 100 100 0.0 0.0025 125 5928 -63 2269.0912342710203 2247.0734612642586 100 GTEX 1 100 100 0.0 0.0025 125 5928 -64 2268.4439896482518 2251.8999552563573 100 GTEX 1 100 100 0.0 0.0025 125 5928 -65 2268.1411862887608 2245.120518209363 100 GTEX 1 100 100 0.0 0.0025 125 5928 -66 2267.759126996244 2247.254504069629 100 GTEX 1 100 100 0.0 0.0025 125 5928 -67 2269.086648233667 2253.022065485385 100 GTEX 1 100 100 0.0 0.0025 125 5928 -68 2267.922459163245 2254.4323489113 100 GTEX 1 100 100 0.0 0.0025 125 5928 -69 2267.831605041897 2249.3376195639253 100 GTEX 1 100 100 0.0 0.0025 125 5928 -70 2267.973561274939 2248.2390628713165 100 GTEX 1 100 100 0.0 0.0025 125 5928 -71 2267.942778203232 2247.251669067847 100 GTEX 1 100 100 0.0 0.0025 125 5928 -72 2266.562115982038 2249.4976959808696 100 GTEX 1 100 100 0.0 0.0025 125 5928 -73 2266.4269585509205 2245.7949933534337 100 GTEX 1 100 100 0.0 0.0025 125 5928 -74 2266.473615327833 2251.022082194629 100 GTEX 1 100 100 0.0 0.0025 125 5928 -75 2268.7676235129265 2245.609553231939 100 GTEX 1 100 100 0.0 0.0025 125 5928 -76 2265.9914102833363 2244.896842695461 100 GTEX 1 100 100 0.0 0.0025 125 5928 -77 2266.319906922773 2244.659112850523 100 GTEX 1 100 100 0.0 0.0025 125 5928 -78 2266.172261932073 2251.0777425439637 100 GTEX 1 100 100 0.0 0.0025 125 5928 -79 2268.4898548958304 2243.883701803113 100 GTEX 1 100 100 0.0 0.0025 125 5928 -80 2265.8148459368726 2246.5764837808933 100 GTEX 1 100 100 0.0 0.0025 125 5928 -81 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2352.505331018274 2367.143379240435 100 GTEX 1 100 100 1.0 0.0025 25 5257 -13 2348.2571724270824 2362.742750972849 100 GTEX 1 100 100 1.0 0.0025 25 5257 -14 2343.8686615244897 2359.198177207105 100 GTEX 1 100 100 1.0 0.0025 25 5257 -15 2339.2760775300053 2358.150854770675 100 GTEX 1 100 100 1.0 0.0025 25 5257 -16 2335.9647786080104 2353.083245455085 100 GTEX 1 100 100 1.0 0.0025 25 5257 -17 2332.79342492445 2348.363323951402 100 GTEX 1 100 100 1.0 0.0025 25 5257 -18 2330.009848148503 2345.851249665815 100 GTEX 1 100 100 1.0 0.0025 25 5257 -19 2327.8081573296136 2349.886048523645 100 GTEX 1 100 100 1.0 0.0025 25 5257 -20 2325.706542143515 2340.529342361276 100 GTEX 1 100 100 1.0 0.0025 25 5257 -21 2322.1033338411967 2338.3912497400784 100 GTEX 1 100 100 1.0 0.0025 25 5257 -22 2320.9187178828847 2335.648464420449 100 GTEX 1 100 100 1.0 0.0025 25 5257 -23 2318.233209974451 2333.523003059648 100 GTEX 1 100 100 1.0 0.0025 25 5257 -24 2316.3698270142336 2334.6053053707224 100 GTEX 1 100 100 1.0 0.0025 25 5257 -25 2313.961514855056 2331.8639960343394 100 GTEX 1 100 100 1.0 0.0025 25 5257 -26 2313.524294171324 2329.685936757367 100 GTEX 1 100 100 1.0 0.0025 25 5257 -27 2312.93684161718 2332.661532906072 100 GTEX 1 100 100 1.0 0.0025 25 5257 -28 2310.823307174758 2325.824829565708 100 GTEX 1 100 100 1.0 0.0025 25 5257 -29 2309.277084265161 2328.141699961383 100 GTEX 1 100 100 1.0 0.0025 25 5257 -30 2307.463241943024 2324.239941963225 100 GTEX 1 100 100 1.0 0.0025 25 5257 -31 2306.4525267046056 2323.871731486157 100 GTEX 1 100 100 1.0 0.0025 25 5257 -32 2305.697107437761 2322.878747512179 100 GTEX 1 100 100 1.0 0.0025 25 5257 -33 2304.6804057639365 2319.3132008599687 100 GTEX 1 100 100 1.0 0.0025 25 5257 -34 2303.665887120433 2318.6823563376306 100 GTEX 1 100 100 1.0 0.0025 25 5257 -35 2303.283083311189 2319.498224178648 100 GTEX 1 100 100 1.0 0.0025 25 5257 -36 2302.3154288880537 2317.511689044677 100 GTEX 1 100 100 1.0 0.0025 25 5257 -37 2300.8275491148943 2316.895888411953 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2303.2422840423005 100 GTEX 1 100 100 1.0 0.0025 25 5257 -76 2285.0289714745136 2301.383943158864 100 GTEX 1 100 100 1.0 0.0025 25 5257 -77 2284.157029176597 2301.865444168845 100 GTEX 1 100 100 1.0 0.0025 25 5257 -78 2284.320276808585 2299.9177134698793 100 GTEX 1 100 100 1.0 0.0025 25 5257 -79 2283.425866120265 2300.2360598488 100 GTEX 1 100 100 1.0 0.0025 25 5257 -80 2283.745496047743 2300.0495559054184 100 GTEX 1 100 100 1.0 0.0025 25 5257 -81 2283.2263929657793 2301.271694168845 100 GTEX 1 100 100 1.0 0.0025 25 5257 -82 2283.794656304053 2307.6748891620127 100 GTEX 1 100 100 1.0 0.0025 25 5257 -83 2284.038575301871 2300.839109471542 100 GTEX 1 100 100 1.0 0.0025 25 5257 -84 2283.031251702047 2300.7853354102303 100 GTEX 1 100 100 1.0 0.0025 25 5257 -85 2282.1220895507918 2300.8034398764253 100 GTEX 1 100 100 1.0 0.0025 25 5257 -86 2282.351943707005 2298.858942416231 100 GTEX 1 100 100 1.0 0.0025 25 5257 -87 2282.775604360872 2299.2924544765924 100 GTEX 1 100 100 1.0 0.0025 25 5257 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0.5 0.0015 50 8386 -1 2486.3705299855333 2479.136520327724 50 GTEX 1 50 100 0.5 0.0015 50 8386 -2 2421.602982136344 2423.567730689683 50 GTEX 1 50 100 0.5 0.0015 50 8386 -3 2391.085310553477 2396.483475717755 50 GTEX 1 50 100 0.5 0.0015 50 8386 -4 2373.3184040150572 2383.56366222077 50 GTEX 1 50 100 0.5 0.0015 50 8386 -5 2361.281735934488 2373.6959715868584 50 GTEX 1 50 100 0.5 0.0015 50 8386 -6 2350.4005366658107 2360.426618104652 50 GTEX 1 50 100 0.5 0.0015 50 8386 -7 2342.0356872371626 2352.741312817476 50 GTEX 1 50 100 0.5 0.0015 50 8386 -8 2335.791737705649 2351.3937408099155 50 GTEX 1 50 100 0.5 0.0015 50 8386 -9 2329.7382957174013 2340.367544428024 50 GTEX 1 50 100 0.5 0.0015 50 8386 -10 2324.1142461302666 2337.256208180475 50 GTEX 1 50 100 0.5 0.0015 50 8386 -11 2321.340217272004 2341.32613752822 50 GTEX 1 50 100 0.5 0.0015 50 8386 -12 2316.4337948494613 2334.1883828050736 50 GTEX 1 50 100 0.5 0.0015 50 8386 -13 2312.4156355784817 2325.910396213314 50 GTEX 1 50 100 0.5 0.0015 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8386 -27 2285.864482456948 2306.663562383035 50 GTEX 1 50 100 0.5 0.0015 50 8386 -28 2284.6789004578823 2296.999913900977 50 GTEX 1 50 100 0.5 0.0015 50 8386 -29 2283.8079567975024 2299.4181233105096 50 GTEX 1 50 100 0.5 0.0015 50 8386 -30 2282.8138138257395 2295.6215876009987 50 GTEX 1 50 100 0.5 0.0015 50 8386 -31 2282.1204446510737 2296.184887091923 50 GTEX 1 50 100 0.5 0.0015 50 8386 -32 2280.9194854804027 2299.8397646131625 50 GTEX 1 50 100 0.5 0.0015 50 8386 -33 2280.4234580070906 2295.0893782118883 50 GTEX 1 50 100 0.5 0.0015 50 8386 -34 2280.022876082296 2296.9311108027123 50 GTEX 1 50 100 0.5 0.0015 50 8386 -35 2278.772365029717 2294.053006828511 50 GTEX 1 50 100 0.5 0.0015 50 8386 -36 2278.297519508556 2292.3883845688274 50 GTEX 1 50 100 0.5 0.0015 50 8386 -37 2277.74081312264 2291.384849171221 50 GTEX 1 50 100 0.5 0.0015 50 8386 -38 2278.1435479308884 2291.414000768625 50 GTEX 1 50 100 0.5 0.0015 50 8386 -39 2276.832721223848 2291.058349609375 50 GTEX 1 50 100 0.5 0.0015 50 8386 -40 2276.194580619685 2290.663711373797 50 GTEX 1 50 100 0.5 0.0015 50 8386 -41 2276.3291817392405 2289.7966373574145 50 GTEX 1 50 100 0.5 0.0015 50 8386 -42 2276.1207255920235 2291.403937626248 50 GTEX 1 50 100 0.5 0.0015 50 8386 -43 2275.235040139432 2288.5341142429597 50 GTEX 1 50 100 0.5 0.0015 50 8386 -44 2275.076847794064 2295.166346096721 50 GTEX 1 50 100 0.5 0.0015 50 8386 -45 2274.663494660936 2289.9408276924164 50 GTEX 1 50 100 0.5 0.0015 50 8386 -46 2274.0126474488684 2287.3089639061764 50 GTEX 1 50 100 0.5 0.0015 50 8386 -47 2274.634912903664 2289.4854434633435 50 GTEX 1 50 100 0.5 0.0015 50 8386 -48 2273.802053169273 2286.533468616326 50 GTEX 1 50 100 0.5 0.0015 50 8386 -49 2273.120587262002 2287.822562910305 50 GTEX 1 50 100 0.5 0.0015 50 8386 -0 2915.065661165925 2830.0750077976472 100 GTEX 1 100 100 0.5 0.0015 125 1457 -1 2452.950377483133 2444.869344849097 100 GTEX 1 100 100 0.5 0.0015 125 1457 -2 2402.124211539509 2393.20442460789 100 GTEX 1 100 100 0.5 0.0015 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GTEX 1 100 100 0.5 0.0015 125 1457 -41 2273.607873149617 2274.051535022576 100 GTEX 1 100 100 0.5 0.0015 125 1457 -42 2273.376284684628 2270.023360451818 100 GTEX 1 100 100 0.5 0.0015 125 1457 -43 2273.200106264483 2275.2763281992634 100 GTEX 1 100 100 0.5 0.0015 125 1457 -44 2272.0885994245223 2268.461428566124 100 GTEX 1 100 100 0.5 0.0015 125 1457 -45 2271.6642055493344 2268.9526478582457 100 GTEX 1 100 100 0.5 0.0015 125 1457 -46 2271.348127665509 2269.836243836145 100 GTEX 1 100 100 0.5 0.0015 125 1457 -47 2271.0307486955103 2269.845270541231 100 GTEX 1 100 100 0.5 0.0015 125 1457 -48 2270.783460185711 2280.967940529943 100 GTEX 1 100 100 0.5 0.0015 125 1457 -49 2269.787180138904 2269.5086126871433 100 GTEX 1 100 100 0.5 0.0015 125 1457 -50 2269.7620771856764 2268.575590764615 100 GTEX 1 100 100 0.5 0.0015 125 1457 -51 2269.88573759713 2267.465305110801 100 GTEX 1 100 100 0.5 0.0015 125 1457 -52 2269.392395825425 2271.662490902745 100 GTEX 1 100 100 0.5 0.0015 125 1457 -53 2269.150131398047 2265.693934915637 100 GTEX 1 100 100 0.5 0.0015 125 1457 -54 2268.7368502924633 2267.5512500371315 100 GTEX 1 100 100 0.5 0.0015 125 1457 -55 2269.3725324183265 2267.489461108305 100 GTEX 1 100 100 0.5 0.0015 125 1457 -56 2267.5505494879003 2270.558328258674 100 GTEX 1 100 100 0.5 0.0015 125 1457 -57 2267.71468319021 2265.186321998277 100 GTEX 1 100 100 0.5 0.0015 125 1457 -58 2266.9203472320787 2268.4501637505937 100 GTEX 1 100 100 0.5 0.0015 125 1457 -59 2266.854092980056 2267.836127799727 100 GTEX 1 100 100 0.5 0.0015 125 1457 -60 2267.749772983002 2263.618151994713 100 GTEX 1 100 100 0.5 0.0015 125 1457 -61 2266.9047556798864 2267.9727945654113 100 GTEX 1 100 100 0.5 0.0015 125 1457 -62 2266.9748899806978 2264.7632123707817 100 GTEX 1 100 100 0.5 0.0015 125 1457 -63 2267.0708698431063 2275.9430586086028 100 GTEX 1 100 100 0.5 0.0015 125 1457 -64 2266.8269770465004 2264.3852743286598 100 GTEX 1 100 100 0.5 0.0015 125 1457 -65 2265.7907636188543 2262.984974676212 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1 100 100 0.5 0.0015 125 1457 -91 2261.4804423940564 2259.9790085477066 100 GTEX 1 100 100 0.5 0.0015 125 1457 -92 2261.3684008017985 2259.2624400323793 100 GTEX 1 100 100 0.5 0.0015 125 1457 -93 2260.9908893795136 2262.426847856761 100 GTEX 1 100 100 0.5 0.0015 125 1457 -94 2261.8403594445263 2262.521083353137 100 GTEX 1 100 100 0.5 0.0015 125 1457 -95 2260.4916045488194 2258.7158193842088 100 GTEX 1 100 100 0.5 0.0015 125 1457 -96 2260.461365178053 2261.01937993851 100 GTEX 1 100 100 0.5 0.0015 125 1457 -97 2260.5165057320824 2257.767805556381 100 GTEX 1 100 100 0.5 0.0015 125 1457 -98 2261.6266500832253 2261.3154185480043 100 GTEX 1 100 100 0.5 0.0015 125 1457 -99 2260.666003169109 2264.642785133971 100 GTEX 1 100 100 0.5 0.0015 125 1457 -0 2817.2407344416383 2785.921373722671 100 GTEX 1 50 100 0.5 0.0025 100 477 -1 2428.301694114671 2445.972075139615 100 GTEX 1 50 100 0.5 0.0025 100 477 -2 2381.65277514161 2385.31174344255 100 GTEX 1 50 100 0.5 0.0025 100 477 -3 2357.45839719449 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2299.2692165592325 100 GTEX 1 50 100 0.5 0.0025 100 477 -17 2290.935885582401 2301.4694517882604 100 GTEX 1 50 100 0.5 0.0025 100 477 -18 2289.147892793305 2297.7131384787904 100 GTEX 1 50 100 0.5 0.0025 100 477 -19 2287.8709359753784 2295.962733743762 100 GTEX 1 50 100 0.5 0.0025 100 477 -20 2286.3926825430194 2298.606421176925 100 GTEX 1 50 100 0.5 0.0025 100 477 -21 2285.214200324565 2293.052653613653 100 GTEX 1 50 100 0.5 0.0025 100 477 -22 2284.521207199185 2292.4767017437025 100 GTEX 1 50 100 0.5 0.0025 100 477 -23 2285.1182708272822 2294.872127866564 100 GTEX 1 50 100 0.5 0.0025 100 477 -24 2282.0730173883207 2302.77462014318 100 GTEX 1 50 100 0.5 0.0025 100 477 -25 2282.1091483440423 2290.204871116029 100 GTEX 1 50 100 0.5 0.0025 100 477 -26 2280.735861789844 2294.8029218898528 100 GTEX 1 50 100 0.5 0.0025 100 477 -27 2279.6256776469 2305.108220205561 100 GTEX 1 50 100 0.5 0.0025 100 477 -28 2279.8710869676 2287.5362432791712 100 GTEX 1 50 100 0.5 0.0025 100 477 -29 2278.199176534071 2289.525643120247 100 GTEX 1 50 100 0.5 0.0025 100 477 -30 2278.1678006341517 2287.715732124822 100 GTEX 1 50 100 0.5 0.0025 100 477 -31 2276.758884506089 2286.9861044067848 100 GTEX 1 50 100 0.5 0.0025 100 477 -32 2276.190368800628 2285.3969865806203 100 GTEX 1 50 100 0.5 0.0025 100 477 -33 2275.782759561173 2287.93056102216 100 GTEX 1 50 100 0.5 0.0025 100 477 -34 2276.0704206057885 2286.239845420924 100 GTEX 1 50 100 0.5 0.0025 100 477 -35 2275.924199738648 2283.806119853553 100 GTEX 1 50 100 0.5 0.0025 100 477 -36 2273.8741645526893 2282.883198669201 100 GTEX 1 50 100 0.5 0.0025 100 477 -37 2274.7507482302835 2283.848204870188 100 GTEX 1 50 100 0.5 0.0025 100 477 -38 2273.4096032393772 2288.679685643417 100 GTEX 1 50 100 0.5 0.0025 100 477 -39 2272.6032320794025 2282.650113994178 100 GTEX 1 50 100 0.5 0.0025 100 477 -40 2272.468683259117 2282.221381705977 100 GTEX 1 50 100 0.5 0.0025 100 477 -41 2271.749163933763 2280.184293681678 100 GTEX 1 50 100 0.5 0.0025 100 477 -42 2271.777552998657 2279.863649781666 100 GTEX 1 50 100 0.5 0.0025 100 477 -43 2272.431927755212 2285.481829625119 100 GTEX 1 50 100 0.5 0.0025 100 477 -44 2270.990055221633 2279.9480017600404 100 GTEX 1 50 100 0.5 0.0025 100 477 -45 2270.612400002145 2279.448023110741 100 GTEX 1 50 100 0.5 0.0025 100 477 -46 2270.6229761884624 2279.0088837482176 100 GTEX 1 50 100 0.5 0.0025 100 477 -47 2269.9590333475408 2276.5935364929896 100 GTEX 1 50 100 0.5 0.0025 100 477 -48 2269.6524158291213 2280.4645829001306 100 GTEX 1 50 100 0.5 0.0025 100 477 -49 2269.872186077501 2278.4286357459005 100 GTEX 1 50 100 0.5 0.0025 100 477 -0 2902.747148555096 3037.600635136941 150 GTEX 1 50 100 0.0 0.0025 125 8061 -1 2443.315442143391 2606.827115947303 150 GTEX 1 50 100 0.0 0.0025 125 8061 -2 2392.005151581233 2369.6689118940108 150 GTEX 1 50 100 0.0 0.0025 125 8061 -3 2365.7613722286546 2342.451602602186 150 GTEX 1 50 100 0.0 0.0025 125 8061 -4 2351.084731057968 2339.451448969968 150 GTEX 1 50 100 0.0 0.0025 125 8061 -5 2340.186825808772 2320.518527767051 150 GTEX 1 50 100 0.0 0.0025 125 8061 -6 2331.637185600928 2313.2853358743764 150 GTEX 1 50 100 0.0 0.0025 125 8061 -7 2326.5121068683484 2318.6010992826164 150 GTEX 1 50 100 0.0 0.0025 125 8061 -8 2320.047849473624 2307.681390914627 150 GTEX 1 50 100 0.0 0.0025 125 8061 -9 2317.1444981890218 2300.049967602632 150 GTEX 1 50 100 0.0 0.0025 125 8061 -10 2312.8066947036828 2295.315007314936 150 GTEX 1 50 100 0.0 0.0025 125 8061 -11 2310.1357412848997 2292.7363081667363 150 GTEX 1 50 100 0.0 0.0025 125 8061 -12 2306.5172464063075 2287.291614837067 150 GTEX 1 50 100 0.0 0.0025 125 8061 -13 2303.8767889805954 2285.0806596995308 150 GTEX 1 50 100 0.0 0.0025 125 8061 -14 2301.9265392283723 2296.246027841314 150 GTEX 1 50 100 0.0 0.0025 125 8061 -15 2300.8721740858045 2283.2960321114538 150 GTEX 1 50 100 0.0 0.0025 125 8061 -16 2297.502299285305 2289.1432492796453 150 GTEX 1 50 100 0.0 0.0025 125 8061 -17 2296.032602121803 2286.4592661114248 150 GTEX 1 50 100 0.0 0.0025 125 8061 -18 2295.2097431786074 2281.3035545204075 150 GTEX 1 50 100 0.0 0.0025 125 8061 -19 2292.862762125591 2278.4134934574026 150 GTEX 1 50 100 0.0 0.0025 125 8061 -20 2292.2019553325035 2278.9998649336085 150 GTEX 1 50 100 0.0 0.0025 125 8061 -21 2290.432765368765 2278.4474039404113 150 GTEX 1 50 100 0.0 0.0025 125 8061 -22 2290.4492468337794 2272.4076252636346 150 GTEX 1 50 100 0.0 0.0025 125 8061 -23 2288.462526077427 2272.1668176687267 150 GTEX 1 50 100 0.0 0.0025 125 8061 -24 2287.4654538049936 2269.737918752228 150 GTEX 1 50 100 0.0 0.0025 125 8061 -25 2286.163690241637 2270.07529835284 150 GTEX 1 50 100 0.0 0.0025 125 8061 -26 2286.1177563190313 2273.838500512417 150 GTEX 1 50 100 0.0 0.0025 125 8061 -27 2285.599804491507 2278.0608351094643 150 GTEX 1 50 100 0.0 0.0025 125 8061 -28 2283.9755433605305 2272.773935064164 150 GTEX 1 50 100 0.0 0.0025 125 8061 -29 2284.2513341987296 2278.85604614722 150 GTEX 1 50 100 0.0 0.0025 125 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2345.840133376901 100 GTEX 1 50 100 0.0 0.0025 75 9724 -6 2337.844844674263 2344.933716284458 100 GTEX 1 50 100 0.0 0.0025 75 9724 -7 2330.4707679833155 2327.6666774967325 100 GTEX 1 50 100 0.0 0.0025 75 9724 -8 2326.4359214285478 2324.624533069451 100 GTEX 1 50 100 0.0 0.0025 75 9724 -9 2320.5017669055583 2322.2149727824976 100 GTEX 1 50 100 0.0 0.0025 75 9724 -10 2317.0436158374155 2315.260557457521 100 GTEX 1 50 100 0.0 0.0025 75 9724 -11 2313.5998331168466 2313.290591395853 100 GTEX 1 50 100 0.0 0.0025 75 9724 -12 2309.946330917389 2309.0712630703424 100 GTEX 1 50 100 0.0 0.0025 75 9724 -13 2307.016521488914 2308.406733639793 100 GTEX 1 50 100 0.0 0.0025 75 9724 -14 2304.201185052972 2303.187035854325 100 GTEX 1 50 100 0.0 0.0025 75 9724 -15 2302.052750982855 2301.745469938213 100 GTEX 1 50 100 0.0 0.0025 75 9724 -16 2299.4643313306256 2301.2686855765805 100 GTEX 1 50 100 0.0 0.0025 75 9724 -17 2297.406706844953 2296.427563569392 100 GTEX 1 50 100 0.0 0.0025 75 9724 -18 2295.947483512836 2295.2292341225047 100 GTEX 1 50 100 0.0 0.0025 75 9724 -19 2294.640803611806 2297.582868568797 100 GTEX 1 50 100 0.0 0.0025 75 9724 -20 2293.9749320418955 2294.3271419394605 100 GTEX 1 50 100 0.0 0.0025 75 9724 -21 2291.4327960829805 2291.1910228656725 100 GTEX 1 50 100 0.0 0.0025 75 9724 -22 2290.2797293497315 2294.9925913067373 100 GTEX 1 50 100 0.0 0.0025 75 9724 -23 2289.4970132423396 2290.9668572139376 100 GTEX 1 50 100 0.0 0.0025 75 9724 -24 2288.720396756496 2292.548644323313 100 GTEX 1 50 100 0.0 0.0025 75 9724 -25 2286.884975492583 2287.924923508793 100 GTEX 1 50 100 0.0 0.0025 75 9724 -26 2285.918271018117 2284.3440006386645 100 GTEX 1 50 100 0.0 0.0025 75 9724 -27 2284.8163426553256 2286.30923334274 100 GTEX 1 50 100 0.0 0.0025 75 9724 -28 2284.062549462524 2285.097765788379 100 GTEX 1 50 100 0.0 0.0025 75 9724 -29 2284.287962539075 2290.410766137417 100 GTEX 1 50 100 0.0 0.0025 75 9724 -30 2282.832909300069 2283.613785312203 100 GTEX 1 50 100 0.0 0.0025 75 9724 -31 2281.886803362379 2281.625952426925 100 GTEX 1 50 100 0.0 0.0025 75 9724 -32 2281.4444287248634 2281.860095354088 100 GTEX 1 50 100 0.0 0.0025 75 9724 -33 2280.828447641107 2286.128564638783 100 GTEX 1 50 100 0.0 0.0025 75 9724 -34 2279.9110441255234 2280.874488511466 100 GTEX 1 50 100 0.0 0.0025 75 9724 -35 2278.822568486255 2278.855307227305 100 GTEX 1 50 100 0.0 0.0025 75 9724 -36 2278.532753397699 2278.0905798850404 100 GTEX 1 50 100 0.0 0.0025 75 9724 -37 2278.26058162771 2279.790660089413 100 GTEX 1 50 100 0.0 0.0025 75 9724 -38 2278.658910531938 2280.2074833278875 100 GTEX 1 50 100 0.0 0.0025 75 9724 -39 2277.142093376788 2279.3975881134147 100 GTEX 1 50 100 0.0 0.0025 75 9724 -40 2276.616398987932 2278.237765120009 100 GTEX 1 50 100 0.0 0.0025 75 9724 -41 2275.7409529999773 2280.716537881713 100 GTEX 1 50 100 0.0 0.0025 75 9724 -42 2275.4833868326323 2277.349164723444 100 GTEX 1 50 100 0.0 0.0025 75 9724 -43 2275.3284608706563 2279.2655869400546 100 GTEX 1 50 100 0.0 0.0025 75 9724 -44 2274.7093111164936 2280.2739090720056 100 GTEX 1 50 100 0.0 0.0025 75 9724 -45 2274.941224182522 2274.747916914211 100 GTEX 1 50 100 0.0 0.0025 75 9724 -46 2272.607287310113 2278.3316060925617 100 GTEX 1 50 100 0.0 0.0025 75 9724 -47 2273.69938684006 2274.128151549133 100 GTEX 1 50 100 0.0 0.0025 75 9724 -48 2273.203972077967 2281.576362174727 100 GTEX 1 50 100 0.0 0.0025 75 9724 -49 2272.846972491203 2273.0655466522103 100 GTEX 1 50 100 0.0 0.0025 75 9724 -0 3388.4508019376112 2730.1097463165397 50 GTEX 1 100 100 0.5 0.0015 25 7015 -1 2577.3358433974186 2537.579624654676 50 GTEX 1 100 100 0.5 0.0015 25 7015 -2 2490.6406032602154 2472.8654822287904 50 GTEX 1 100 100 0.5 0.0015 25 7015 -3 2446.789736820172 2442.6174000787187 50 GTEX 1 100 100 0.5 0.0015 25 7015 -4 2421.582195342827 2418.2294907950627 50 GTEX 1 100 100 0.5 0.0015 25 7015 -5 2404.002236335346 2413.883059425499 50 GTEX 1 100 100 0.5 0.0015 25 7015 -6 2390.0968440124248 2396.476790859672 50 GTEX 1 100 100 0.5 0.0015 25 7015 -7 2376.9694411343357 2381.53219546474 50 GTEX 1 100 100 0.5 0.0015 25 7015 -8 2368.222585253999 2375.670213358484 50 GTEX 1 100 100 0.5 0.0015 25 7015 -9 2360.789946017251 2372.517159929747 50 GTEX 1 100 100 0.5 0.0015 25 7015 -10 2354.345813448608 2362.8624922023528 50 GTEX 1 100 100 0.5 0.0015 25 7015 -11 2348.021664276236 2354.5325997356226 50 GTEX 1 100 100 0.5 0.0015 25 7015 -12 2342.744933237455 2351.4547109857713 50 GTEX 1 100 100 0.5 0.0015 25 7015 -13 2338.1909772309405 2352.937469830531 50 GTEX 1 100 100 0.5 0.0015 25 7015 -14 2333.3298620681544 2345.1347967227607 50 GTEX 1 100 100 0.5 0.0015 25 7015 -15 2330.4112275597963 2338.5991289842264 50 GTEX 1 100 100 0.5 0.0015 25 7015 -16 2326.7257320814656 2341.161701390952 50 GTEX 1 100 100 0.5 0.0015 25 7015 -17 2323.395048285533 2334.603374988861 50 GTEX 1 100 100 0.5 0.0015 25 7015 -18 2320.577086931702 2333.053227761852 50 GTEX 1 100 100 0.5 0.0015 25 7015 -19 2318.664586240568 2326.383151790488 50 GTEX 1 100 100 0.5 0.0015 25 7015 -20 2315.7891422125463 2327.2071876670925 50 GTEX 1 100 100 0.5 0.0015 25 7015 -21 2314.081426945863 2327.7392652388307 50 GTEX 1 100 100 0.5 0.0015 25 7015 -22 2312.3289406416698 2324.3126745187733 50 GTEX 1 100 100 0.5 0.0015 25 7015 -23 2310.064140464079 2322.2844335751847 50 GTEX 1 100 100 0.5 0.0015 25 7015 -24 2308.7596463785385 2319.5538116571115 50 GTEX 1 100 100 0.5 0.0015 25 7015 -25 2307.0411477399703 2321.614469927073 50 GTEX 1 100 100 0.5 0.0015 25 7015 -26 2305.1546187940257 2316.1912981040578 50 GTEX 1 100 100 0.5 0.0015 25 7015 -27 2304.4249419086123 2321.17975619356 50 GTEX 1 100 100 0.5 0.0015 25 7015 -28 2302.509418226842 2312.215570137981 50 GTEX 1 100 100 0.5 0.0015 25 7015 -29 2301.76110054581 2313.0152852453657 50 GTEX 1 100 100 0.5 0.0015 25 7015 -30 2299.9499665934545 2311.224616337185 50 GTEX 1 100 100 0.5 0.0015 25 7015 -31 2299.3139596602427 2309.746071935153 50 GTEX 1 100 100 0.5 0.0015 25 7015 -32 2298.5676053164943 2312.541848302341 50 GTEX 1 100 100 0.5 0.0015 25 7015 -33 2297.7183129091104 2308.543378126485 50 GTEX 1 100 100 0.5 0.0015 25 7015 -34 2297.240085626386 2306.6012060361213 50 GTEX 1 100 100 0.5 0.0015 25 7015 -35 2296.034267523453 2308.293595810807 50 GTEX 1 100 100 0.5 0.0015 25 7015 -36 2295.182574133441 2306.691058604889 50 GTEX 1 100 100 0.5 0.0015 25 7015 -37 2294.936795146133 2307.8237787399007 50 GTEX 1 100 100 0.5 0.0015 25 7015 -38 2293.861675445792 2306.26500258065 50 GTEX 1 100 100 0.5 0.0015 25 7015 -39 2293.0670956307113 2303.047462608424 50 GTEX 1 100 100 0.5 0.0015 25 7015 -40 2292.707916366144 2306.212398166439 50 GTEX 1 100 100 0.5 0.0015 25 7015 -41 2292.992003395223 2303.7360519583235 50 GTEX 1 100 100 0.5 0.0015 25 7015 -42 2291.5598686349617 2305.2552661968275 50 GTEX 1 100 100 0.5 0.0015 25 7015 -43 2291.203130106141 2300.811145158775 50 GTEX 1 100 100 0.5 0.0015 25 7015 -44 2290.7717533500413 2303.727383109553 50 GTEX 1 100 100 0.5 0.0015 25 7015 -45 2290.5471194243 2302.442070906607 50 GTEX 1 100 100 0.5 0.0015 25 7015 -46 2289.4298531659315 2304.6087159131416 50 GTEX 1 100 100 0.5 0.0015 25 7015 -47 2289.6656535789207 2300.573991782765 50 GTEX 1 100 100 0.5 0.0015 25 7015 -48 2288.863028263887 2301.4126417500893 50 GTEX 1 100 100 0.5 0.0015 25 7015 -49 2288.5076303551564 2300.5769145080803 50 GTEX 1 100 100 0.5 0.0015 25 7015 -50 2288.487555610525 2300.912450057925 50 GTEX 1 100 100 0.5 0.0015 25 7015 -51 2288.405462390533 2300.181965991118 50 GTEX 1 100 100 0.5 0.0015 25 7015 -52 2287.925363371613 2300.5470230624696 50 GTEX 1 100 100 0.5 0.0015 25 7015 -53 2287.4777046768545 2304.4510145296163 50 GTEX 1 100 100 0.5 0.0015 25 7015 -54 2287.294940984349 2297.9491454149834 50 GTEX 1 100 100 0.5 0.0015 25 7015 -55 2287.6539619327336 2299.4945880614305 50 GTEX 1 100 100 0.5 0.0015 25 7015 -56 2286.518133895002 2298.2655317067192 50 GTEX 1 100 100 0.5 0.0015 25 7015 -57 2286.983515491931 2296.729485225315 50 GTEX 1 100 100 0.5 0.0015 25 7015 -58 2286.9833087705565 2298.6921307813986 50 GTEX 1 100 100 0.5 0.0015 25 7015 -59 2286.5205688025258 2297.101430682628 50 GTEX 1 100 100 0.5 0.0015 25 7015 -60 2286.131090053979 2297.991531662161 50 GTEX 1 100 100 0.5 0.0015 25 7015 -61 2285.4427714724093 2299.4067893372744 50 GTEX 1 100 100 0.5 0.0015 25 7015 -62 2286.0062045553386 2296.468363366653 50 GTEX 1 100 100 0.5 0.0015 25 7015 -63 2285.5691356632738 2297.0055846007604 50 GTEX 1 100 100 0.5 0.0015 25 7015 -64 2285.8192551676216 2296.956472882753 50 GTEX 1 100 100 0.5 0.0015 25 7015 -65 2285.116485379724 2296.1009734991385 50 GTEX 1 100 100 0.5 0.0015 25 7015 -66 2284.675024715789 2297.218089056559 50 GTEX 1 100 100 0.5 0.0015 25 7015 -67 2284.736248102991 2299.512285007723 50 GTEX 1 100 100 0.5 0.0015 25 7015 -68 2284.6648209683553 2295.557163717176 50 GTEX 1 100 100 0.5 0.0015 25 7015 -69 2284.3617162433484 2298.436212459898 50 GTEX 1 100 100 0.5 0.0015 25 7015 -70 2284.5621885511428 2297.006055244475 50 GTEX 1 100 100 0.5 0.0015 25 7015 -71 2283.8538403034063 2295.624116266635 50 GTEX 1 100 100 0.5 0.0015 25 7015 -72 2284.2619617301384 2294.733073071382 50 GTEX 1 100 100 0.5 0.0015 25 7015 -73 2283.829115127301 2300.464760667924 50 GTEX 1 100 100 0.5 0.0015 25 7015 -74 2283.765990785426 2294.41926835789 50 GTEX 1 100 100 0.5 0.0015 25 7015 -75 2284.5569913498866 2296.284497627287 50 GTEX 1 100 100 0.5 0.0015 25 7015 -76 2284.03254621213 2295.977671808163 50 GTEX 1 100 100 0.5 0.0015 25 7015 -77 2283.385845419244 2294.1851361060776 50 GTEX 1 100 100 0.5 0.0015 25 7015 -78 2283.548241898668 2294.6672887765867 50 GTEX 1 100 100 0.5 0.0015 25 7015 -79 2282.794871561452 2294.714454795924 50 GTEX 1 100 100 0.5 0.0015 25 7015 -80 2283.5384909989552 2295.0874134832457 50 GTEX 1 100 100 0.5 0.0015 25 7015 -81 2283.635084243086 2295.835276092413 50 GTEX 1 100 100 0.5 0.0015 25 7015 -82 2283.386805348101 2292.846907118881 50 GTEX 1 100 100 0.5 0.0015 25 7015 -83 2283.2949420158925 2294.1387725946115 50 GTEX 1 100 100 0.5 0.0015 25 7015 -84 2282.295285158932 2294.504668841344 50 GTEX 1 100 100 0.5 0.0015 25 7015 -85 2283.2443546445465 2294.312830007575 50 GTEX 1 100 100 0.5 0.0015 25 7015 -86 2283.3179753054605 2295.422371635872 50 GTEX 1 100 100 0.5 0.0015 25 7015 -87 2282.859956971214 2296.069193908924 50 GTEX 1 100 100 0.5 0.0015 25 7015 -88 2283.329030463345 2294.490447417865 50 GTEX 1 100 100 0.5 0.0015 25 7015 -89 2282.514482230008 2296.047973168667 50 GTEX 1 100 100 0.5 0.0015 25 7015 -90 2282.3709790939083 2303.550276723651 50 GTEX 1 100 100 0.5 0.0015 25 7015 -91 2282.595544886184 2294.8832232689224 50 GTEX 1 100 100 0.5 0.0015 25 7015 -92 2282.1946374577483 2294.2887264585315 50 GTEX 1 100 100 0.5 0.0015 25 7015 -93 2282.7434297366017 2294.7910365115554 50 GTEX 1 100 100 0.5 0.0015 25 7015 -94 2282.4532167558195 2293.271079175826 50 GTEX 1 100 100 0.5 0.0015 25 7015 -95 2282.148498206352 2294.3987939638787 50 GTEX 1 100 100 0.5 0.0015 25 7015 -96 2282.3334505253038 2293.9953822146804 50 GTEX 1 100 100 0.5 0.0015 25 7015 -97 2282.3246603796824 2294.1695714450157 50 GTEX 1 100 100 0.5 0.0015 25 7015 -98 2281.8472393515804 2292.3729364083288 50 GTEX 1 100 100 0.5 0.0015 25 7015 -99 2282.365969117849 2292.797754091908 50 GTEX 1 100 100 0.5 0.0015 25 7015 -0 3868.152031140656 3003.506628928529 50 GTEX 1 50 100 0.0 0.0025 5 8161 -1 2709.6303346028885 2654.267591121079 50 GTEX 1 50 100 0.0 0.0025 5 8161 -2 2592.512780208553 2620.933409484167 50 GTEX 1 50 100 0.0 0.0025 5 8161 -3 2551.477583135208 2521.094196972285 50 GTEX 1 50 100 0.0 0.0025 5 8161 -4 2519.5563900372267 2484.3309061608843 50 GTEX 1 50 100 0.0 0.0025 5 8161 -5 2490.649221885893 2466.615417248396 50 GTEX 1 50 100 0.0 0.0025 5 8161 -6 2473.5143030250642 2445.079902213789 50 GTEX 1 50 100 0.0 0.0025 5 8161 -7 2458.9960121033096 2452.298534320788 50 GTEX 1 50 100 0.0 0.0025 5 8161 -8 2448.174604696949 2428.105473855602 50 GTEX 1 50 100 0.0 0.0025 5 8161 -9 2440.1020206859603 2421.8118543733663 50 GTEX 1 50 100 0.0 0.0025 5 8161 -10 2434.2872724362837 2415.688411582105 50 GTEX 1 50 100 0.0 0.0025 5 8161 -11 2428.46734864777 2412.93893049697 50 GTEX 1 50 100 0.0 0.0025 5 8161 -12 2423.842714097944 2408.4069192980633 50 GTEX 1 50 100 0.0 0.0025 5 8161 -13 2419.8391292254096 2403.3559138657024 50 GTEX 1 50 100 0.0 0.0025 5 8161 -14 2415.781962925697 2398.747169639674 50 GTEX 1 50 100 0.0 0.0025 5 8161 -15 2412.711983588551 2396.474021766576 50 GTEX 1 50 100 0.0 0.0025 5 8161 -16 2409.159723053188 2394.177490698521 50 GTEX 1 50 100 0.0 0.0025 5 8161 -17 2405.4622894670715 2392.0182381401496 50 GTEX 1 50 100 0.0 0.0025 5 8161 -18 2403.197306087305 2389.117298894962 50 GTEX 1 50 100 0.0 0.0025 5 8161 -19 2401.06651451052 2386.540597429747 50 GTEX 1 50 100 0.0 0.0025 5 8161 -20 2398.902492472825 2384.615989075867 50 GTEX 1 50 100 0.0 0.0025 5 8161 -21 2396.594953863173 2383.004349973265 50 GTEX 1 50 100 0.0 0.0025 5 8161 -22 2395.1425652564913 2380.240693415073 50 GTEX 1 50 100 0.0 0.0025 5 8161 -23 2392.854414641196 2379.5033344225285 50 GTEX 1 50 100 0.0 0.0025 5 8161 -24 2391.920060901313 2376.910447733484 50 GTEX 1 50 100 0.0 0.0025 5 8161 -25 2389.972370899201 2375.967564107801 50 GTEX 1 50 100 0.0 0.0025 5 8161 -26 2388.9471061999084 2375.645711108305 50 GTEX 1 50 100 0.0 0.0025 5 8161 -27 2386.501110276363 2371.473591503535 50 GTEX 1 50 100 0.0 0.0025 5 8161 -28 2385.8277903929848 2373.2251101881834 50 GTEX 1 50 100 0.0 0.0025 5 8161 -29 2383.7578072649153 2369.144239302371 50 GTEX 1 50 100 0.0 0.0025 5 8161 -30 2382.0963396648804 2366.854019687203 50 GTEX 1 50 100 0.0 0.0025 5 8161 -31 2380.935967796441 2365.330055846008 50 GTEX 1 50 100 0.0 0.0025 5 8161 -32 2379.1689965028604 2365.5695912176207 50 GTEX 1 50 100 0.0 0.0025 5 8161 -33 2377.975401729569 2361.893686040726 50 GTEX 1 50 100 0.0 0.0025 5 8161 -34 2377.0049142745847 2361.0916706273765 50 GTEX 1 50 100 0.0 0.0025 5 8161 -35 2375.487091261092 2362.7606043362343 50 GTEX 1 50 100 0.0 0.0025 5 8161 -36 2374.4679914542785 2360.1420415726 50 GTEX 1 50 100 0.0 0.0025 5 8161 -37 2373.931555393695 2358.818354269398 50 GTEX 1 50 100 0.0 0.0025 5 8161 -38 2372.834619677028 2359.3352756282675 50 GTEX 1 50 100 0.0 0.0025 5 8161 -39 2372.158151444657 2356.6727763709005 50 GTEX 1 50 100 0.0 0.0025 5 8161 -40 2371.867577449339 2358.765935049311 50 GTEX 1 50 100 0.0 0.0025 5 8161 -41 2370.617665465812 2357.343698943976 50 GTEX 1 50 100 0.0 0.0025 5 8161 -42 2369.8924934352553 2355.9175384869595 50 GTEX 1 50 100 0.0 0.0025 5 8161 -43 2369.338928203315 2354.571833505377 50 GTEX 1 50 100 0.0 0.0025 5 8161 -44 2369.455261481908 2355.4951519984256 50 GTEX 1 50 100 0.0 0.0025 5 8161 -45 2369.082526984154 2355.2299475144073 50 GTEX 1 50 100 0.0 0.0025 5 8161 -46 2368.952568172665 2353.400854306529 50 GTEX 1 50 100 0.0 0.0025 5 8161 -47 2367.907469001078 2353.909851770437 50 GTEX 1 50 100 0.0 0.0025 5 8161 -48 2367.0534073541644 2351.632150164122 50 GTEX 1 50 100 0.0 0.0025 5 8161 -49 2367.271412166935 2352.166776359761 50 GTEX 1 50 100 0.0 0.0025 5 8161 -0 2651.570406654159 2452.287055534102 50 GTEX 1 100 100 0.5 0.0025 100 3552 -1 2388.3103074794767 2370.7122528888426 50 GTEX 1 100 100 0.5 0.0025 100 3552 -2 2352.9190436701997 2331.494420504842 50 GTEX 1 100 100 0.5 0.0025 100 3552 -3 2332.9363766488195 2322.211887374124 50 GTEX 1 100 100 0.5 0.0025 100 3552 -4 2323.6465080489293 2308.5587213900612 50 GTEX 1 100 100 0.5 0.0025 100 3552 -5 2316.1693944208746 2300.3766031591613 50 GTEX 1 100 100 0.5 0.0025 100 3552 -6 2310.8717442157213 2298.941998731954 50 GTEX 1 100 100 0.5 0.0025 100 3552 -7 2306.9241344677152 2295.695556872698 50 GTEX 1 100 100 0.5 0.0025 100 3552 -8 2303.614190994251 2296.7744235774867 50 GTEX 1 100 100 0.5 0.0025 100 3552 -9 2300.3964698044438 2297.4531971746524 50 GTEX 1 100 100 0.5 0.0025 100 3552 -10 2296.5697185886665 2289.4936328496315 50 GTEX 1 100 100 0.5 0.0025 100 3552 -11 2295.289753789067 2283.206812637387 50 GTEX 1 100 100 0.5 0.0025 100 3552 -12 2291.888905854919 2287.82146404542 50 GTEX 1 100 100 0.5 0.0025 100 3552 -13 2291.9877119409853 2280.300042330085 50 GTEX 1 100 100 0.5 0.0025 100 3552 -14 2289.6569732540297 2283.2049293663117 50 GTEX 1 100 100 0.5 0.0025 100 3552 -15 2288.595307708479 2276.280447260055 50 GTEX 1 100 100 0.5 0.0025 100 3552 -16 2287.0780062177328 2279.9086027544267 50 GTEX 1 100 100 0.5 0.0025 100 3552 -17 2286.769793133178 2279.435188554539 50 GTEX 1 100 100 0.5 0.0025 100 3552 -18 2284.83505323488 2275.4967649046453 50 GTEX 1 100 100 0.5 0.0025 100 3552 -19 2284.595734071313 2274.625435832789 50 GTEX 1 100 100 0.5 0.0025 100 3552 -20 2283.206242325314 2274.6117173111484 50 GTEX 1 100 100 0.5 0.0025 100 3552 -21 2282.4549525861216 2274.074365884179 50 GTEX 1 100 100 0.5 0.0025 100 3552 -22 2281.685522092161 2271.847022227008 50 GTEX 1 100 100 0.5 0.0025 100 3552 -23 2281.352353487773 2272.544968753713 50 GTEX 1 100 100 0.5 0.0025 100 3552 -24 2281.365110202917 2269.857226005525 50 GTEX 1 100 100 0.5 0.0025 100 3552 -25 2280.679315241637 2273.132137168043 50 GTEX 1 100 100 0.5 0.0025 100 3552 -26 2279.5173834984766 2266.402026970577 50 GTEX 1 100 100 0.5 0.0025 100 3552 -27 2278.6744373547585 2268.6027254169885 50 GTEX 1 100 100 0.5 0.0025 100 3552 -28 2279.0802938723823 2269.1681066012657 50 GTEX 1 100 100 0.5 0.0025 100 3552 -29 2277.525213302624 2267.822243810153 50 GTEX 1 100 100 0.5 0.0025 100 3552 -30 2279.219437523932 2271.7484743531672 50 GTEX 1 100 100 0.5 0.0025 100 3552 -31 2276.864194759386 2266.6294226120635 50 GTEX 1 100 100 0.5 0.0025 100 3552 -32 2277.5902286447745 2265.696257268521 50 GTEX 1 100 100 0.5 0.0025 100 3552 -33 2276.362963018743 2277.1269039255585 50 GTEX 1 100 100 0.5 0.0025 100 3552 -34 2276.205676833012 2265.1550158366504 50 GTEX 1 100 100 0.5 0.0025 100 3552 -35 2276.607474844773 2266.4063094106464 50 GTEX 1 100 100 0.5 0.0025 100 3552 -36 2276.4479737024412 2268.6128574849986 50 GTEX 1 100 100 0.5 0.0025 100 3552 -37 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2361.279563193817 2373.296758963581 100 GTEX 1 100 100 1.0 0.0025 5 3804 -89 2361.600725892203 2373.004941294855 100 GTEX 1 100 100 1.0 0.0025 5 3804 -90 2361.247853589484 2373.3025515016047 100 GTEX 1 100 100 1.0 0.0025 5 3804 -91 2360.894260856586 2373.3527943426207 100 GTEX 1 100 100 1.0 0.0025 5 3804 -92 2360.6160091417473 2371.4248186118703 100 GTEX 1 100 100 1.0 0.0025 5 3804 -93 2360.3497966001974 2371.3069581006416 100 GTEX 1 100 100 1.0 0.0025 5 3804 -94 2359.753474832601 2371.6682611617757 100 GTEX 1 100 100 1.0 0.0025 5 3804 -95 2359.922030659957 2372.0523797677038 100 GTEX 1 100 100 1.0 0.0025 5 3804 -96 2359.7086733387605 2371.236818262833 100 GTEX 1 100 100 1.0 0.0025 5 3804 -97 2359.114864308668 2371.463177467027 100 GTEX 1 100 100 1.0 0.0025 5 3804 -98 2359.2977804117677 2371.217697317609 100 GTEX 1 100 100 1.0 0.0025 5 3804 -99 2359.2504757995707 2370.2476412116807 100 GTEX 1 100 100 1.0 0.0025 5 3804 -0 3706.0024552547247 4388.69362347389 150 GTEX 1 50 100 0.0 0.0015 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2360.8997440533562 2360.4447982265924 100 GTEX 1 100 100 0.0 0.0025 100 5021 -4 2345.201049740216 2334.665392741504 100 GTEX 1 100 100 0.0 0.0025 100 5021 -5 2334.1990779184853 2325.7219312544557 100 GTEX 1 100 100 0.0 0.0025 100 5021 -6 2327.418871221868 2332.471279593928 100 GTEX 1 100 100 0.0 0.0025 100 5021 -7 2320.7688278660826 2313.517443522754 100 GTEX 1 100 100 0.0 0.0025 100 5021 -8 2315.648433760654 2319.6221297231464 100 GTEX 1 100 100 0.0 0.0025 100 5021 -9 2312.606194492629 2308.862745625891 100 GTEX 1 100 100 0.0 0.0025 100 5021 -10 2306.7845447250565 2308.670555897992 100 GTEX 1 100 100 0.0 0.0025 100 5021 -11 2304.9926215478354 2302.474510047826 100 GTEX 1 100 100 0.0 0.0025 100 5021 -12 2301.565015006899 2296.8938684499767 100 GTEX 1 100 100 0.0 0.0025 100 5021 -13 2300.704614549224 2302.6816294855043 100 GTEX 1 100 100 0.0 0.0025 100 5021 -14 2298.4941009621416 2292.80376570669 100 GTEX 1 100 100 0.0 0.0025 100 5021 -15 2296.0546900788595 2293.894374368762 100 GTEX 1 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2279.154930897992 50 GTEX 1 50 100 0.0 0.0015 100 297 -30 2277.1485964866856 2278.291353987197 50 GTEX 1 50 100 0.0 0.0015 100 297 -31 2275.476322820801 2276.896523363237 50 GTEX 1 50 100 0.0 0.0015 100 297 -32 2275.2762342215065 2275.734007396625 50 GTEX 1 50 100 0.0 0.0015 100 297 -33 2274.1513182407475 2275.1120730788084 50 GTEX 1 50 100 0.0 0.0015 100 297 -34 2273.5647334212345 2278.766203325511 50 GTEX 1 50 100 0.0 0.0015 100 297 -35 2273.4409240290697 2275.198928658953 50 GTEX 1 50 100 0.0 0.0015 100 297 -36 2273.578143851463 2275.3199560361213 50 GTEX 1 50 100 0.0 0.0015 100 297 -37 2272.1096900850494 2274.2968638605043 50 GTEX 1 50 100 0.0 0.0015 100 297 -38 2272.208332903524 2277.9847467806862 50 GTEX 1 50 100 0.0 0.0015 100 297 -39 2271.5775650006685 2272.701323650636 50 GTEX 1 50 100 0.0 0.0015 100 297 -40 2271.1514647199647 2276.3438033767525 50 GTEX 1 50 100 0.0 0.0015 100 297 -41 2270.765921362529 2272.131858216492 50 GTEX 1 50 100 0.0 0.0015 100 297 -42 2270.8384427588103 2271.5719936356345 50 GTEX 1 50 100 0.0 0.0015 100 297 -43 2270.9157681576457 2277.130696459868 50 GTEX 1 50 100 0.0 0.0015 100 297 -44 2270.603011870593 2271.735623551865 50 GTEX 1 50 100 0.0 0.0015 100 297 -45 2269.526633918934 2273.896389225137 50 GTEX 1 50 100 0.0 0.0015 100 297 -46 2269.6448033454612 2275.2834579409755 50 GTEX 1 50 100 0.0 0.0015 100 297 -47 2269.053532016231 2272.8386448617216 50 GTEX 1 50 100 0.0 0.0015 100 297 -48 2269.001645106026 2271.475962823788 50 GTEX 1 50 100 0.0 0.0015 100 297 -49 2269.1544947250973 2277.656745243435 50 GTEX 1 50 100 0.0 0.0015 100 297 -0 2921.514060431755 2541.3602768350465 50 GTEX 1 50 100 0.5 0.001 100 8345 -1 2462.903730402731 2408.4632294513426 50 GTEX 1 50 100 0.5 0.001 100 8345 -2 2409.045444197195 2365.2945570565 50 GTEX 1 50 100 0.5 0.001 100 8345 -3 2381.259360486179 2342.510260404289 50 GTEX 1 50 100 0.5 0.001 100 8345 -4 2363.742377278268 2328.009935966463 50 GTEX 1 50 100 0.5 0.001 100 8345 -5 2349.1229475889113 2319.6691240085847 50 GTEX 1 50 100 0.5 0.001 100 8345 -6 2341.194519707025 2313.0071302058577 50 GTEX 1 50 100 0.5 0.001 100 8345 -7 2333.321979062137 2303.55812264214 50 GTEX 1 50 100 0.5 0.001 100 8345 -8 2327.057787495379 2311.239816179747 50 GTEX 1 50 100 0.5 0.001 100 8345 -9 2322.661475749231 2294.541381835937 50 GTEX 1 50 100 0.5 0.001 100 8345 -10 2317.78731929416 2288.2959420671937 50 GTEX 1 50 100 0.5 0.001 100 8345 -11 2315.428897646925 2285.662718334125 50 GTEX 1 50 100 0.5 0.001 100 8345 -12 2310.836736482237 2285.156979637001 50 GTEX 1 50 100 0.5 0.001 100 8345 -13 2308.3690744256783 2298.545771725731 50 GTEX 1 50 100 0.5 0.001 100 8345 -14 2305.324846599124 2280.0425384869595 50 GTEX 1 50 100 0.5 0.001 100 8345 -15 2302.6495504068 2275.918864551153 50 GTEX 1 50 100 0.5 0.001 100 8345 -16 2299.6746372421553 2273.2434007767943 50 GTEX 1 50 100 0.5 0.001 100 8345 -17 2298.404110320307 2271.443860652329 50 GTEX 1 50 100 0.5 0.001 100 8345 -18 2296.5504187655138 2269.918250022279 50 GTEX 1 50 100 0.5 0.001 100 8345 -19 2294.3996411052867 2270.989721958175 50 GTEX 1 50 100 0.5 0.001 100 8345 -20 2293.3335322493595 2266.2185286025133 50 GTEX 1 50 100 0.5 0.001 100 8345 -21 2291.703321276993 2266.649427522725 50 GTEX 1 50 100 0.5 0.001 100 8345 -22 2290.086041376459 2264.1711435064162 50 GTEX 1 50 100 0.5 0.001 100 8345 -23 2288.926667062436 2261.98594288409 50 GTEX 1 50 100 0.5 0.001 100 8345 -24 2287.621973721319 2263.7573348941005 50 GTEX 1 50 100 0.5 0.001 100 8345 -25 2286.5022333954457 2260.806912614365 50 GTEX 1 50 100 0.5 0.001 100 8345 -26 2284.896573113554 2259.072185791944 50 GTEX 1 50 100 0.5 0.001 100 8345 -27 2284.3408856865867 2257.9847927311075 50 GTEX 1 50 100 0.5 0.001 100 8345 -28 2282.9403234642787 2259.53243264318 50 GTEX 1 50 100 0.5 0.001 100 8345 -29 2282.1701701418 2257.279622241118 50 GTEX 1 50 100 0.5 0.001 100 8345 -30 2281.301177672276 2256.716448301598 50 GTEX 1 50 100 0.5 0.001 100 8345 -31 2280.5808205786384 2252.999473658805 50 GTEX 1 50 100 0.5 0.001 100 8345 -32 2279.4218004193845 2253.968632571144 50 GTEX 1 50 100 0.5 0.001 100 8345 -33 2279.754557773054 2255.761035063421 50 GTEX 1 50 100 0.5 0.001 100 8345 -34 2278.849498819295 2253.5588624903453 50 GTEX 1 50 100 0.5 0.001 100 8345 -35 2277.3153262752357 2254.409958059797 50 GTEX 1 50 100 0.5 0.001 100 8345 -36 2276.866526151492 2253.6081761117216 50 GTEX 1 50 100 0.5 0.001 100 8345 -37 2276.7867054740314 2254.8718247794377 50 GTEX 1 50 100 0.5 0.001 100 8345 -38 2275.513163942841 2253.0776682806563 50 GTEX 1 50 100 0.5 0.001 100 8345 -39 2275.220413493294 2249.8659561215245 50 GTEX 1 50 100 0.5 0.001 100 8345 -40 2275.386636922789 2251.0976010166646 50 GTEX 1 50 100 0.5 0.001 100 8345 -41 2274.6101745753754 2251.116241106969 50 GTEX 1 50 100 0.5 0.001 100 8345 -42 2274.2417332339064 2248.7856366407736 50 GTEX 1 50 100 0.5 0.001 100 8345 -43 2273.973356874538 2251.926379533775 50 GTEX 1 50 100 0.5 0.001 100 8345 -44 2273.597857297884 2248.5761482035705 50 GTEX 1 50 100 0.5 0.001 100 8345 -45 2273.0350477315937 2249.0379476220887 50 GTEX 1 50 100 0.5 0.001 100 8345 -46 2272.308890189895 2250.691061853909 50 GTEX 1 50 100 0.5 0.001 100 8345 -47 2272.006816054493 2245.811501158508 50 GTEX 1 50 100 0.5 0.001 100 8345 -48 2271.708796092471 2246.257007207254 50 GTEX 1 50 100 0.5 0.001 100 8345 -49 2271.7532625408903 2246.922797721602 50 GTEX 1 50 100 0.5 0.001 100 8345 -0 2830.453140524734 2616.333757407765 50 GTEX 1 100 100 0.5 0.001 125 4293 -1 2437.470207390846 2394.8689920983843 50 GTEX 1 100 100 0.5 0.001 125 4293 -2 2390.994436884375 2354.7681253527508 50 GTEX 1 100 100 0.5 0.001 125 4293 -3 2364.923001858429 2337.2727064705623 50 GTEX 1 100 100 0.5 0.001 125 4293 -4 2346.6000393740264 2347.690159090572 50 GTEX 1 100 100 0.5 0.001 125 4293 -5 2337.3360079802287 2312.777917434054 50 GTEX 1 100 100 0.5 0.001 125 4293 -6 2329.140241059404 2307.3295638515924 50 GTEX 1 100 100 0.5 0.001 125 4293 -7 2322.268830599673 2311.6955580330623 50 GTEX 1 100 100 0.5 0.001 125 4293 -8 2317.6105979983104 2299.435142604117 50 GTEX 1 100 100 0.5 0.001 125 4293 -9 2312.9511647315594 2293.3423000089115 50 GTEX 1 100 100 0.5 0.001 125 4293 -10 2308.91178825542 2290.824325967651 50 GTEX 1 100 100 0.5 0.001 125 4293 -11 2306.3942069326345 2287.1438025412904 50 GTEX 1 100 100 0.5 0.001 125 4293 -12 2303.555973216172 2284.704426928618 50 GTEX 1 100 100 0.5 0.001 125 4293 -13 2301.0646212666365 2281.2830522776558 50 GTEX 1 100 100 0.5 0.001 125 4293 -14 2298.321412048308 2284.4763773058758 50 GTEX 1 100 100 0.5 0.001 125 4293 -15 2296.5017645072194 2281.562564052103 50 GTEX 1 100 100 0.5 0.001 125 4293 -16 2294.7842488009337 2275.237050799816 50 GTEX 1 100 100 0.5 0.001 125 4293 -17 2291.918836149379 2274.0320687529706 50 GTEX 1 100 100 0.5 0.001 125 4293 -18 2290.4713212002466 2272.514630335819 50 GTEX 1 100 100 0.5 0.001 125 4293 -19 2289.57270490792 2272.0355628416114 50 GTEX 1 100 100 0.5 0.001 125 4293 -20 2288.4033036788564 2270.013202159577 50 GTEX 1 100 100 0.5 0.001 125 4293 -21 2286.754310254123 2269.4779034168546 50 GTEX 1 100 100 0.5 0.001 125 4293 -22 2285.455995141635 2266.1384708999226 50 GTEX 1 100 100 0.5 0.001 125 4293 -23 2284.3466373426277 2269.3059671496258 50 GTEX 1 100 100 0.5 0.001 125 4293 -24 2283.102821860228 2264.638292203838 50 GTEX 1 100 100 0.5 0.001 125 4293 -25 2282.2794942866917 2265.7033826008496 50 GTEX 1 100 100 0.5 0.001 125 4293 -26 2280.951762072776 2262.9942353107176 50 GTEX 1 100 100 0.5 0.001 125 4293 -27 2280.470053278205 2263.669208018952 50 GTEX 1 100 100 0.5 0.001 125 4293 -28 2279.524149187845 2264.0647497140867 50 GTEX 1 100 100 0.5 0.001 125 4293 -29 2278.409828838003 2260.8699788720887 50 GTEX 1 100 100 0.5 0.001 125 4293 -30 2278.60977245382 2259.4801289953657 50 GTEX 1 100 100 0.5 0.001 125 4293 -31 2278.0186498732032 2259.207705653665 50 GTEX 1 100 100 0.5 0.001 125 4293 -32 2276.797631224748 2264.1847095562025 50 GTEX 1 100 100 0.5 0.001 125 4293 -33 2276.091617670056 2259.0954000378742 50 GTEX 1 100 100 0.5 0.001 125 4293 -34 2275.218266205965 2259.649089624673 50 GTEX 1 100 100 0.5 0.001 125 4293 -35 2275.6625820283616 2260.1922133993285 50 GTEX 1 100 100 0.5 0.001 125 4293 -36 2274.522950740277 2256.8182628326995 50 GTEX 1 100 100 0.5 0.001 125 4293 -37 2273.814643728503 2258.4301581437144 50 GTEX 1 100 100 0.5 0.001 125 4293 -38 2273.0461126633554 2255.650696961145 50 GTEX 1 100 100 0.5 0.001 125 4293 -39 2273.032019041679 2257.014931102216 50 GTEX 1 100 100 0.5 0.001 125 4293 -40 2272.772069801885 2257.318874112553 50 GTEX 1 100 100 0.5 0.001 125 4293 -41 2271.4597301295785 2253.2721801293665 50 GTEX 1 100 100 0.5 0.001 125 4293 -42 2272.1911599947102 2254.060371427935 50 GTEX 1 100 100 0.5 0.001 125 4293 -43 2270.802137704287 2254.564988284963 50 GTEX 1 100 100 0.5 0.001 125 4293 -44 2270.4716456207666 2253.961890855216 50 GTEX 1 100 100 0.5 0.001 125 4293 -45 2270.300025412081 2252.7948610719172 50 GTEX 1 100 100 0.5 0.001 125 4293 -46 2269.903338338728 2251.695987367811 50 GTEX 1 100 100 0.5 0.001 125 4293 -47 2269.420673973573 2251.986541167865 50 GTEX 1 100 100 0.5 0.001 125 4293 -48 2270.5654847977266 2254.3955472648818 50 GTEX 1 100 100 0.5 0.001 125 4293 -49 2268.8757246595083 2255.1616586895498 50 GTEX 1 100 100 0.5 0.001 125 4293 -50 2268.609566067697 2268.495451372386 50 GTEX 1 100 100 0.5 0.001 125 4293 -51 2268.4807516766714 2254.606521432391 50 GTEX 1 100 100 0.5 0.001 125 4293 -52 2268.619224798973 2254.9481855617278 50 GTEX 1 100 100 0.5 0.001 125 4293 -53 2267.8536776031633 2250.8937626247625 50 GTEX 1 100 100 0.5 0.001 125 4293 -54 2268.279606724964 2251.2668902611103 50 GTEX 1 100 100 0.5 0.001 125 4293 -55 2267.677893335897 2249.7347258941304 50 GTEX 1 100 100 0.5 0.001 125 4293 -56 2267.108075461141 2255.0012773288972 50 GTEX 1 100 100 0.5 0.001 125 4293 -57 2267.6930973113017 2252.221084652745 50 GTEX 1 100 100 0.5 0.001 125 4293 -58 2267.483356273148 2247.6417208479384 50 GTEX 1 100 100 0.5 0.001 125 4293 -59 2266.544017365833 2251.515885385724 50 GTEX 1 100 100 0.5 0.001 125 4293 -60 2266.9666557598107 2263.3625441866684 50 GTEX 1 100 100 0.5 0.001 125 4293 -61 2266.487579671284 2248.9210557828837 50 GTEX 1 100 100 0.5 0.001 125 4293 -62 2266.631961012184 2256.945927028873 50 GTEX 1 100 100 0.5 0.001 125 4293 -63 2266.4397778807715 2253.961825874822 50 GTEX 1 100 100 0.5 0.001 125 4293 -64 2266.3229873446085 2247.8710315544795 50 GTEX 1 100 100 0.5 0.001 125 4293 -65 2265.6381437503715 2248.570403936698 50 GTEX 1 100 100 0.5 0.001 125 4293 -66 2265.730883740064 2249.705971605424 50 GTEX 1 100 100 0.5 0.001 125 4293 -67 2265.410885989861 2257.61573982964 50 GTEX 1 100 100 0.5 0.001 125 4293 -68 2265.9089845194158 2250.4650632909047 50 GTEX 1 100 100 0.5 0.001 125 4293 -69 2265.775657743263 2246.4788201045626 50 GTEX 1 100 100 0.5 0.001 125 4293 -70 2264.830797884675 2250.8504267355333 50 GTEX 1 100 100 0.5 0.001 125 4293 -71 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0.001 125 4293 -84 2263.7592073535047 2246.1959804056264 50 GTEX 1 100 100 0.5 0.001 125 4293 -85 2263.789676887477 2246.020031134892 50 GTEX 1 100 100 0.5 0.001 125 4293 -86 2264.0023366014016 2247.15619523081 50 GTEX 1 100 100 0.5 0.001 125 4293 -87 2264.116987638392 2249.2586112947065 50 GTEX 1 100 100 0.5 0.001 125 4293 -88 2263.671924230427 2247.0836241979564 50 GTEX 1 100 100 0.5 0.001 125 4293 -89 2263.4377963109523 2248.0427482808045 50 GTEX 1 100 100 0.5 0.001 125 4293 -90 2263.244659156272 2252.038397379248 50 GTEX 1 100 100 0.5 0.001 125 4293 -91 2263.6281640284587 2246.6194585647872 50 GTEX 1 100 100 0.5 0.001 125 4293 -92 2264.0396387203573 2247.419972466879 50 GTEX 1 100 100 0.5 0.001 125 4293 -93 2263.060205124545 2246.055247259684 50 GTEX 1 100 100 0.5 0.001 125 4293 -94 2263.574590208917 2248.9937711650427 50 GTEX 1 100 100 0.5 0.001 125 4293 -95 2262.768098641993 2246.22394611083 50 GTEX 1 100 100 0.5 0.001 125 4293 -96 2263.307004656801 2246.78354009476 50 GTEX 1 100 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8927 -49 2277.9994777035936 2277.152381809945 100 GTEX 1 100 100 1.0 0.0025 50 8927 -50 2277.348879222521 2273.389615947303 100 GTEX 1 100 100 1.0 0.0025 50 8927 -51 2277.657675206681 2274.123531443085 100 GTEX 1 100 100 1.0 0.0025 50 8927 -52 2277.122701926759 2277.35205078125 100 GTEX 1 100 100 1.0 0.0025 50 8927 -53 2276.1737527707264 2280.553828830501 100 GTEX 1 100 100 1.0 0.0025 50 8927 -54 2275.9899522477754 2274.451209006654 100 GTEX 1 100 100 1.0 0.0025 50 8927 -55 2275.806053676587 2273.404007248099 100 GTEX 1 100 100 1.0 0.0025 50 8927 -56 2275.3595793488234 2270.2421986394957 100 GTEX 1 100 100 1.0 0.0025 50 8927 -57 2275.279162439057 2271.1322722344344 100 GTEX 1 100 100 1.0 0.0025 50 8927 -58 2275.560437015587 2271.768158307093 100 GTEX 1 100 100 1.0 0.0025 50 8927 -59 2274.424230968636 2270.2378449530656 100 GTEX 1 100 100 1.0 0.0025 50 8927 -60 2274.432484866221 2272.354455055846 100 GTEX 1 100 100 1.0 0.0025 50 8927 -61 2274.214934319544 2270.78072737197 100 GTEX 1 100 100 1.0 0.0025 50 8927 -62 2274.013139701562 2272.262395474394 100 GTEX 1 100 100 1.0 0.0025 50 8927 -63 2273.3031107337492 2270.3554538973385 100 GTEX 1 100 100 1.0 0.0025 50 8927 -64 2273.2342472690907 2270.2263814831867 100 GTEX 1 100 100 1.0 0.0025 50 8927 -65 2273.1791610774185 2269.5064339873456 100 GTEX 1 100 100 1.0 0.0025 50 8927 -66 2272.700428054566 2268.889608520972 100 GTEX 1 100 100 1.0 0.0025 50 8927 -67 2272.783343621263 2268.884645875416 100 GTEX 1 100 100 1.0 0.0025 50 8927 -68 2272.7288651894 2269.6772711576164 100 GTEX 1 100 100 1.0 0.0025 50 8927 -69 2273.190562344031 2267.837171199204 100 GTEX 1 100 100 1.0 0.0025 50 8927 -70 2271.8809933209604 2267.6517385040397 100 GTEX 1 100 100 1.0 0.0025 50 8927 -71 2271.8777388261115 2268.2529389704137 100 GTEX 1 100 100 1.0 0.0025 50 8927 -72 2272.209775826968 2267.5098621673005 100 GTEX 1 100 100 1.0 0.0025 50 8927 -73 2271.530708929497 2269.9375826179307 100 GTEX 1 100 100 1.0 0.0025 50 8927 -74 2271.798365864442 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1.0 0.0025 50 8927 -0 3073.874755704644 2728.8930831154944 50 GTEX 1 50 100 1.0 0.0025 25 7388 -1 2509.401478516863 2482.5323221765093 50 GTEX 1 50 100 1.0 0.0025 25 7388 -2 2440.5819687642347 2421.4050914923955 50 GTEX 1 50 100 1.0 0.0025 25 7388 -3 2407.637724866229 2401.2485643974273 50 GTEX 1 50 100 1.0 0.0025 25 7388 -4 2386.696736520405 2387.0958163765445 50 GTEX 1 50 100 1.0 0.0025 25 7388 -5 2373.599741825222 2373.1320053506715 50 GTEX 1 50 100 1.0 0.0025 25 7388 -6 2362.8219781853245 2364.337775516873 50 GTEX 1 50 100 1.0 0.0025 25 7388 -7 2352.261031251857 2354.981468983929 50 GTEX 1 50 100 1.0 0.0025 25 7388 -8 2344.6901836643074 2349.5853243635634 50 GTEX 1 50 100 1.0 0.0025 25 7388 -9 2338.8241583531117 2341.639828990168 50 GTEX 1 50 100 1.0 0.0025 25 7388 -10 2333.183013609776 2335.8915574686607 50 GTEX 1 50 100 1.0 0.0025 25 7388 -11 2329.4135863651777 2333.5418315930965 50 GTEX 1 50 100 1.0 0.0025 25 7388 -12 2325.3455482387008 2331.909654508525 50 GTEX 1 50 100 1.0 0.0025 25 7388 -13 2322.831115316486 2331.237755837096 50 GTEX 1 50 100 1.0 0.0025 25 7388 -14 2318.602033631835 2322.810559871079 50 GTEX 1 50 100 1.0 0.0025 25 7388 -15 2316.129278508363 2321.944057914241 50 GTEX 1 50 100 1.0 0.0025 25 7388 -16 2313.880298369913 2318.5770732459005 50 GTEX 1 50 100 1.0 0.0025 25 7388 -17 2311.627943587553 2315.861724041261 50 GTEX 1 50 100 1.0 0.0025 25 7388 -18 2309.683118543568 2314.3351113206986 50 GTEX 1 50 100 1.0 0.0025 25 7388 -19 2307.729874941821 2310.8890436556862 50 GTEX 1 50 100 1.0 0.0025 25 7388 -20 2305.992739118038 2311.1396075926805 50 GTEX 1 50 100 1.0 0.0025 25 7388 -21 2305.449853845719 2312.82388502926 50 GTEX 1 50 100 1.0 0.0025 25 7388 -22 2303.1442627133647 2309.1165590467567 50 GTEX 1 50 100 1.0 0.0025 25 7388 -23 2301.783070520047 2309.0287454699383 50 GTEX 1 50 100 1.0 0.0025 25 7388 -24 2300.8912922025197 2306.3875890231407 50 GTEX 1 50 100 1.0 0.0025 25 7388 -25 2299.580896190798 2304.206730019457 50 GTEX 1 50 100 1.0 0.0025 25 7388 -26 2299.555572409835 2306.330412309886 50 GTEX 1 50 100 1.0 0.0025 25 7388 -27 2297.924747668917 2306.0891777009565 50 GTEX 1 50 100 1.0 0.0025 25 7388 -28 2297.1370025019064 2303.7722344344106 50 GTEX 1 50 100 1.0 0.0025 25 7388 -29 2296.628102393718 2300.8277003067074 50 GTEX 1 50 100 1.0 0.0025 25 7388 -30 2295.900320454234 2304.913745488504 50 GTEX 1 50 100 1.0 0.0025 25 7388 -31 2294.447644485243 2301.3196859033387 50 GTEX 1 50 100 1.0 0.0025 25 7388 -32 2294.881799317696 2299.3708872051748 50 GTEX 1 50 100 1.0 0.0025 25 7388 -33 2294.178648864353 2299.3933244712453 50 GTEX 1 50 100 1.0 0.0025 25 7388 -34 2293.6726533255733 2299.5211659710667 50 GTEX 1 50 100 1.0 0.0025 25 7388 -35 2292.6460292836714 2298.17632430044 50 GTEX 1 50 100 1.0 0.0025 25 7388 -36 2291.9287754089864 2298.842425792389 50 GTEX 1 50 100 1.0 0.0025 25 7388 -37 2291.612175125601 2298.003806922826 50 GTEX 1 50 100 1.0 0.0025 25 7388 -38 2292.211036992398 2297.3519639860087 50 GTEX 1 50 100 1.0 0.0025 25 7388 -39 2291.075415340789 2294.6081296971547 50 GTEX 1 50 100 1.0 0.0025 25 7388 -40 2291.169885616236 2294.658629674875 50 GTEX 1 50 100 1.0 0.0025 25 7388 -41 2290.3904039401677 2296.8522847106697 50 GTEX 1 50 100 1.0 0.0025 25 7388 -42 2290.03284989862 2295.8484406561906 50 GTEX 1 50 100 1.0 0.0025 25 7388 -43 2290.1593191522197 2298.1761080085557 50 GTEX 1 50 100 1.0 0.0025 25 7388 -44 2289.493356380944 2298.101423256297 50 GTEX 1 50 100 1.0 0.0025 25 7388 -45 2289.2708067281 2300.743042920479 50 GTEX 1 50 100 1.0 0.0025 25 7388 -46 2290.0371575223057 2296.6634307977365 50 GTEX 1 50 100 1.0 0.0025 25 7388 -47 2288.635996901449 2294.5678785200807 50 GTEX 1 50 100 1.0 0.0025 25 7388 -48 2289.653955923991 2296.2441503720597 50 GTEX 1 50 100 1.0 0.0025 25 7388 -49 2288.2409135434273 2292.0655995648167 50 GTEX 1 50 100 1.0 0.0025 25 7388 -0 3184.27522052343 2695.185800298539 50 GTEX 1 100 100 0.5 0.002 25 9213 -1 2533.1548783820194 2503.567400914181 50 GTEX 1 100 100 0.5 0.002 25 9213 -2 2462.2609532929355 2423.6009377599216 50 GTEX 1 100 100 0.5 0.002 25 9213 -3 2424.847632911322 2401.6862180296453 50 GTEX 1 100 100 0.5 0.002 25 9213 -4 2403.7417944560293 2387.569893376456 50 GTEX 1 100 100 0.5 0.002 25 9213 -5 2387.0078820002623 2366.6339180949976 50 GTEX 1 100 100 0.5 0.002 25 9213 -6 2374.5149846691957 2356.899052028873 50 GTEX 1 100 100 0.5 0.002 25 9213 -7 2364.752004521669 2358.9350349223205 50 GTEX 1 100 100 0.5 0.002 25 9213 -8 2356.4076939292 2340.0251928989424 50 GTEX 1 100 100 0.5 0.002 25 9213 -9 2349.969399150503 2334.9089977423955 50 GTEX 1 100 100 0.5 0.002 25 9213 -10 2343.7651320510145 2330.5104112516337 50 GTEX 1 100 100 0.5 0.002 25 9213 -11 2338.771107423113 2327.160134435153 50 GTEX 1 100 100 0.5 0.002 25 9213 -12 2334.7646743808264 2319.558145385278 50 GTEX 1 100 100 0.5 0.002 25 9213 -13 2330.107346314418 2317.013238827085 50 GTEX 1 100 100 0.5 0.002 25 9213 -14 2326.892461483187 2321.2644632433758 50 GTEX 1 100 100 0.5 0.002 25 9213 -15 2323.343037100091 2309.6171192705856 50 GTEX 1 100 100 0.5 0.002 25 9213 -16 2320.945055310346 2306.5864141776087 50 GTEX 1 100 100 0.5 0.002 25 9213 -17 2318.2279347111185 2304.298702805668 50 GTEX 1 100 100 0.5 0.002 25 9213 -18 2315.908794689572 2303.625805756892 50 GTEX 1 100 100 0.5 0.002 25 9213 -19 2314.09320776901 2300.612895544944 50 GTEX 1 100 100 0.5 0.002 25 9213 -20 2312.1905738715327 2304.935074838849 50 GTEX 1 100 100 0.5 0.002 25 9213 -21 2309.8769425258874 2299.559670567966 50 GTEX 1 100 100 0.5 0.002 25 9213 -22 2308.160117309222 2298.304486989069 50 GTEX 1 100 100 0.5 0.002 25 9213 -23 2307.401388592033 2295.996449285587 50 GTEX 1 100 100 0.5 0.002 25 9213 -24 2305.4455599931425 2295.223566903814 50 GTEX 1 100 100 0.5 0.002 25 9213 -25 2304.074717372476 2291.152253241593 50 GTEX 1 100 100 0.5 0.002 25 9213 -26 2302.837486827186 2291.7735168689105 50 GTEX 1 100 100 0.5 0.002 25 9213 -27 2301.8905297627202 2290.022638705293 50 GTEX 1 100 100 0.5 0.002 25 9213 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7141 -46 2270.597561322183 2286.377347648824 100 GTEX 1 50 100 1.0 0.0015 125 7141 -47 2270.632077911883 2281.4463484731464 100 GTEX 1 50 100 1.0 0.0015 125 7141 -48 2270.257164871024 2279.346777158092 100 GTEX 1 50 100 1.0 0.0015 125 7141 -49 2269.1311588321605 2281.291869653042 100 GTEX 1 50 100 1.0 0.0015 125 7141 -0 4318.452820694583 4538.26503367841 150 GTEX 1 50 100 0.5 0.0005 75 107 -1 3062.4629551996413 3395.7793706741627 150 GTEX 1 50 100 0.5 0.0005 75 107 -2 2734.21923369088 3192.4501405433098 150 GTEX 1 50 100 0.5 0.0005 75 107 -3 2620.1097394702074 2633.658643599245 150 GTEX 1 50 100 0.5 0.0005 75 107 -4 2561.031099575128 2653.078003393833 150 GTEX 1 50 100 0.5 0.0005 75 107 -5 2526.866736173806 2532.226200002228 150 GTEX 1 50 100 0.5 0.0005 75 107 -6 2500.5848183523603 2504.3016194970887 150 GTEX 1 50 100 0.5 0.0005 75 107 -7 2482.100191939352 2470.3474896217026 150 GTEX 1 50 100 0.5 0.0005 75 107 -8 2460.447261086207 2443.1006806232176 150 GTEX 1 50 100 0.5 0.0005 75 107 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100 1.0 0.0005 5 6643 -50 2456.2068027372634 2476.4685411344462 100 GTEX 1 100 100 1.0 0.0005 5 6643 -51 2453.1389802808026 2470.3389154586507 100 GTEX 1 100 100 1.0 0.0005 5 6643 -52 2451.8653906538834 2473.148503408686 100 GTEX 1 100 100 1.0 0.0005 5 6643 -53 2450.482551746363 2468.7192178588402 100 GTEX 1 100 100 1.0 0.0005 5 6643 -54 2448.191074582885 2462.180816302281 100 GTEX 1 100 100 1.0 0.0005 5 6643 -55 2444.781766829224 2458.5586466626073 100 GTEX 1 100 100 1.0 0.0005 5 6643 -56 2442.9929459683553 2459.1347089992278 100 GTEX 1 100 100 1.0 0.0005 5 6643 -57 2440.1831232886693 2457.640252755169 100 GTEX 1 100 100 1.0 0.0005 5 6643 -58 2439.661782169312 2452.261678833472 100 GTEX 1 100 100 1.0 0.0005 5 6643 -59 2436.840641262288 2454.2666609731464 100 GTEX 1 100 100 1.0 0.0005 5 6643 -60 2434.504797271732 2451.57167430341 100 GTEX 1 100 100 1.0 0.0005 5 6643 -61 2432.904928411893 2450.9178165102185 100 GTEX 1 100 100 1.0 0.0005 5 6643 -62 2432.838902208412 2449.169138397101 100 GTEX 1 100 100 1.0 0.0005 5 6643 -63 2430.026289847505 2448.9723916869652 100 GTEX 1 100 100 1.0 0.0005 5 6643 -64 2429.8116765185973 2447.310117076105 100 GTEX 1 100 100 1.0 0.0005 5 6643 -65 2426.453156075257 2446.230106716373 100 GTEX 1 100 100 1.0 0.0005 5 6643 -66 2425.1214612374733 2442.0740590838877 100 GTEX 1 100 100 1.0 0.0005 5 6643 -67 2423.871877026984 2439.6634999554417 100 GTEX 1 100 100 1.0 0.0005 5 6643 -68 2423.308036381105 2442.524178276497 100 GTEX 1 100 100 1.0 0.0005 5 6643 -69 2420.5558518808343 2435.5382465319035 100 GTEX 1 100 100 1.0 0.0005 5 6643 -70 2419.551007441763 2437.7624149685125 100 GTEX 1 100 100 1.0 0.0005 5 6643 -71 2418.156772580081 2436.6217611914803 100 GTEX 1 100 100 1.0 0.0005 5 6643 -72 2417.034095926145 2435.603959348265 100 GTEX 1 100 100 1.0 0.0005 5 6643 -73 2416.118747219989 2431.4667551018892 100 GTEX 1 100 100 1.0 0.0005 5 6643 -74 2415.253275306245 2432.177597916172 100 GTEX 1 100 100 1.0 0.0005 5 6643 -75 2413.851105887144 2431.4693552459603 100 GTEX 1 100 100 1.0 0.0005 5 6643 -76 2411.765484735834 2427.525894687203 100 GTEX 1 100 100 1.0 0.0005 5 6643 -77 2410.977804504504 2427.0516306365853 100 GTEX 1 100 100 1.0 0.0005 5 6643 -78 2410.145164437363 2426.048804917716 100 GTEX 1 100 100 1.0 0.0005 5 6643 -79 2409.891508775137 2428.940086219701 100 GTEX 1 100 100 1.0 0.0005 5 6643 -80 2407.753019509175 2426.481856545568 100 GTEX 1 100 100 1.0 0.0005 5 6643 -81 2407.205741613961 2422.9604055890563 100 GTEX 1 100 100 1.0 0.0005 5 6643 -82 2406.14639813794 2422.5744424682152 100 GTEX 1 100 100 1.0 0.0005 5 6643 -83 2404.622223316232 2421.696291847374 100 GTEX 1 100 100 1.0 0.0005 5 6643 -84 2403.9056428849067 2419.4596601711028 100 GTEX 1 100 100 1.0 0.0005 5 6643 -85 2402.974204158813 2420.312151890744 100 GTEX 1 100 100 1.0 0.0005 5 6643 -86 2402.729915120451 2419.005037837155 100 GTEX 1 100 100 1.0 0.0005 5 6643 -87 2401.3782616640783 2417.506384787904 100 GTEX 1 100 100 1.0 0.0005 5 6643 -88 2399.970754366937 2418.0624925736693 100 GTEX 1 100 100 1.0 0.0005 5 6643 -89 2399.948362104465 2418.647150888189 100 GTEX 1 100 100 1.0 0.0005 5 6643 -90 2399.39851071382 2418.4123442327113 100 GTEX 1 100 100 1.0 0.0005 5 6643 -91 2397.596718112506 2416.4884724780177 100 GTEX 1 100 100 1.0 0.0005 5 6643 -92 2397.6452624856 2414.472123410765 100 GTEX 1 100 100 1.0 0.0005 5 6643 -93 2397.0332262057927 2416.0792751529825 100 GTEX 1 100 100 1.0 0.0005 5 6643 -94 2396.542051578633 2411.60001503832 100 GTEX 1 100 100 1.0 0.0005 5 6643 -95 2395.3803505402398 2411.3170996836384 100 GTEX 1 100 100 1.0 0.0005 5 6643 -96 2395.0287296548613 2412.558482355038 100 GTEX 1 100 100 1.0 0.0005 5 6643 -97 2394.449434007399 2413.3424225433696 100 GTEX 1 100 100 1.0 0.0005 5 6643 -98 2393.554323700296 2410.477450874822 100 GTEX 1 100 100 1.0 0.0005 5 6643 -99 2393.288980363326 2413.0368513100047 100 GTEX 1 100 100 1.0 0.0005 5 6643 -0 2710.755155269002 2489.2162217985087 50 GTEX 1 100 100 1.0 0.0015 125 6010 -1 2405.5172641230724 2411.237935925618 50 GTEX 1 100 100 1.0 0.0015 125 6010 -2 2363.0540568141305 2352.9297557294144 50 GTEX 1 100 100 1.0 0.0015 125 6010 -3 2344.0159803410447 2360.154221219255 50 GTEX 1 100 100 1.0 0.0015 125 6010 -4 2330.297901386065 2324.0098050773818 50 GTEX 1 100 100 1.0 0.0015 125 6010 -5 2322.23830822487 2319.89241288914 50 GTEX 1 100 100 1.0 0.0015 125 6010 -6 2314.682024642962 2319.3369117417715 50 GTEX 1 100 100 1.0 0.0015 125 6010 -7 2310.060030871011 2306.807231482444 50 GTEX 1 100 100 1.0 0.0015 125 6010 -8 2306.174463788068 2314.1154037881715 50 GTEX 1 100 100 1.0 0.0015 125 6010 -9 2301.519311118557 2296.591873923182 50 GTEX 1 100 100 1.0 0.0015 125 6010 -10 2298.946716095838 2303.087566187173 50 GTEX 1 100 100 1.0 0.0015 125 6010 -11 2296.5688733159022 2294.996543043013 50 GTEX 1 100 100 1.0 0.0015 125 6010 -12 2294.297168732093 2291.253662109375 50 GTEX 1 100 100 1.0 0.0015 125 6010 -13 2291.849485460803 2290.5698683125893 50 GTEX 1 100 100 1.0 0.0015 125 6010 -14 2289.4100764342998 2291.9330595183287 50 GTEX 1 100 100 1.0 0.0015 125 6010 -15 2288.282841568904 2286.7436602342264 50 GTEX 1 100 100 1.0 0.0015 125 6010 -16 2286.491770137385 2287.8478665079906 50 GTEX 1 100 100 1.0 0.0015 125 6010 -17 2285.045446982363 2290.4899702761113 50 GTEX 1 100 100 1.0 0.0015 125 6010 -18 2283.6975945843133 2287.0614101859555 50 GTEX 1 100 100 1.0 0.0015 125 6010 -19 2283.0707094122595 2282.909902826461 50 GTEX 1 100 100 1.0 0.0015 125 6010 -20 2283.01732361736 2282.2726609842857 50 GTEX 1 100 100 1.0 0.0015 125 6010 -21 2282.160898239444 2285.2865361550917 50 GTEX 1 100 100 1.0 0.0015 125 6010 -22 2280.339145162761 2282.5584340838877 50 GTEX 1 100 100 1.0 0.0015 125 6010 -23 2278.8665207616755 2281.197985050796 50 GTEX 1 100 100 1.0 0.0015 125 6010 -24 2279.3062584638174 2280.0782855944035 50 GTEX 1 100 100 1.0 0.0015 125 6010 -25 2277.5002599748223 2275.4754369467387 50 GTEX 1 100 100 1.0 0.0015 125 6010 -26 2276.416272943597 2274.4779526162965 50 GTEX 1 100 100 1.0 0.0015 125 6010 -27 2276.357566626381 2277.1752154564224 50 GTEX 1 100 100 1.0 0.0015 125 6010 -28 2275.678969081332 2273.610698743465 50 GTEX 1 100 100 1.0 0.0015 125 6010 -29 2274.826086643695 2276.635015799519 50 GTEX 1 100 100 1.0 0.0015 125 6010 -30 2274.464186811341 2274.0717740947307 50 GTEX 1 100 100 1.0 0.0015 125 6010 -31 2273.987796914405 2280.8580837467325 50 GTEX 1 100 100 1.0 0.0015 125 6010 -32 2273.63080524474 2272.34554113816 50 GTEX 1 100 100 1.0 0.0015 125 6010 -33 2272.9338765219395 2271.8311113132722 50 GTEX 1 100 100 1.0 0.0015 125 6010 -34 2272.9927904631304 2272.940494667895 50 GTEX 1 100 100 1.0 0.0015 125 6010 -35 2271.943385086229 2274.5401537064818 50 GTEX 1 100 100 1.0 0.0015 125 6010 -36 2272.783810111151 2271.785684447778 50 GTEX 1 100 100 1.0 0.0015 125 6010 -37 2271.92865662672 2270.7472309069035 50 GTEX 1 100 100 1.0 0.0015 125 6010 -38 2271.050005812749 2269.7836654140924 50 GTEX 1 100 100 1.0 0.0015 125 6010 -39 2270.746408680317 2269.779454684529 50 GTEX 1 100 100 1.0 0.0015 125 6010 -40 2270.4246358237824 2269.9108775323793 50 GTEX 1 100 100 1.0 0.0015 125 6010 -41 2269.5343479838684 2271.8387492944985 50 GTEX 1 100 100 1.0 0.0015 125 6010 -42 2270.484604337972 2271.83827586591 50 GTEX 1 100 100 1.0 0.0015 125 6010 -43 2269.394787846516 2273.348298163469 50 GTEX 1 100 100 1.0 0.0015 125 6010 -44 2269.404976584988 2270.872143647517 50 GTEX 1 100 100 1.0 0.0015 125 6010 -45 2269.4296193407445 2272.377353218572 50 GTEX 1 100 100 1.0 0.0015 125 6010 -46 2268.64284052395 2268.967062830472 50 GTEX 1 100 100 1.0 0.0015 125 6010 -47 2267.879474991665 2271.4168854339946 50 GTEX 1 100 100 1.0 0.0015 125 6010 -48 2268.6467814080324 2267.609765346513 50 GTEX 1 100 100 1.0 0.0015 125 6010 -49 2269.3626458706062 2267.572398370663 50 GTEX 1 100 100 1.0 0.0015 125 6010 -50 2267.6784286555435 2267.0450174890093 50 GTEX 1 100 100 1.0 0.0015 125 6010 -51 2266.844050462916 2267.0676506245545 50 GTEX 1 100 100 1.0 0.0015 125 6010 -52 2267.110669097465 2265.8334793845056 50 GTEX 1 100 100 1.0 0.0015 125 6010 -53 2267.7716554565363 2267.45158821367 50 GTEX 1 100 100 1.0 0.0015 125 6010 -54 2266.859221428919 2268.1135114662547 50 GTEX 1 100 100 1.0 0.0015 125 6010 -55 2267.169624300407 2268.191085061193 50 GTEX 1 100 100 1.0 0.0015 125 6010 -56 2265.966116313989 2268.687444302519 50 GTEX 1 100 100 1.0 0.0015 125 6010 -57 2267.3304767393065 2265.011557227305 50 GTEX 1 100 100 1.0 0.0015 125 6010 -58 2267.092644752413 2265.5095567594462 50 GTEX 1 100 100 1.0 0.0015 125 6010 -59 2266.8464799032577 2265.9379460439936 50 GTEX 1 100 100 1.0 0.0015 125 6010 -60 2266.9176692928395 2265.345546243762 50 GTEX 1 100 100 1.0 0.0015 125 6010 -61 2266.674333323568 2266.1924993130638 50 GTEX 1 100 100 1.0 0.0015 125 6010 -62 2266.1418791251435 2267.8277745700157 50 GTEX 1 100 100 1.0 0.0015 125 6010 -63 2266.498175211941 2267.7680343801985 50 GTEX 1 100 100 1.0 0.0015 125 6010 -64 2265.9577945666115 2270.320261908121 50 GTEX 1 100 100 1.0 0.0015 125 6010 -65 2266.974483939276 2267.224487768833 50 GTEX 1 100 100 1.0 0.0015 125 6010 -66 2266.2445096082115 2265.0561328496315 50 GTEX 1 100 100 1.0 0.0015 125 6010 -67 2265.5533142831264 2267.6206282118883 50 GTEX 1 100 100 1.0 0.0015 125 6010 -68 2265.5496401562664 2263.541519687203 50 GTEX 1 100 100 1.0 0.0015 125 6010 -69 2266.000197308537 2267.5989210469643 50 GTEX 1 100 100 1.0 0.0015 125 6010 -70 2265.7286992655827 2265.210463607266 50 GTEX 1 100 100 1.0 0.0015 125 6010 -71 2266.161454886258 2273.618306091077 50 GTEX 1 100 100 1.0 0.0015 125 6010 -72 2264.8712529945715 2268.048650821352 50 GTEX 1 100 100 1.0 0.0015 125 6010 -73 2265.8054805766496 2265.651723187233 50 GTEX 1 100 100 1.0 0.0015 125 6010 -74 2264.545768282463 2264.252808081333 50 GTEX 1 100 100 1.0 0.0015 125 6010 -75 2264.9709544864318 2265.4454893395027 50 GTEX 1 100 100 1.0 0.0015 125 6010 -76 2265.600049431578 2266.808183909369 50 GTEX 1 100 100 1.0 0.0015 125 6010 -77 2265.3833732987773 2265.417206158656 50 GTEX 1 100 100 1.0 0.0015 125 6010 -78 2265.3728670769187 2268.4770735243883 50 GTEX 1 100 100 1.0 0.0015 125 6010 -79 2264.5775932391794 2270.769217951669 50 GTEX 1 100 100 1.0 0.0015 125 6010 -80 2265.0574276671177 2263.3404489959603 50 GTEX 1 100 100 1.0 0.0015 125 6010 -81 2264.703028086461 2268.8638762847554 50 GTEX 1 100 100 1.0 0.0015 125 6010 -82 2264.69544827695 2263.6210445505585 50 GTEX 1 100 100 1.0 0.0015 125 6010 -83 2266.5269259231904 2265.215378909963 50 GTEX 1 100 100 1.0 0.0015 125 6010 -84 2265.2957400697405 2266.0598047060653 50 GTEX 1 100 100 1.0 0.0015 125 6010 -85 2264.693314941252 2268.7445481449026 50 GTEX 1 100 100 1.0 0.0015 125 6010 -86 2264.516836599751 2267.614249922024 50 GTEX 1 100 100 1.0 0.0015 125 6010 -87 2263.6580770187725 2271.489127851711 50 GTEX 1 100 100 1.0 0.0015 125 6010 -88 2263.788142801351 2265.780699987375 50 GTEX 1 100 100 1.0 0.0015 125 6010 -89 2264.8542657636394 2264.1762686029588 50 GTEX 1 100 100 1.0 0.0015 125 6010 -90 2263.877733513661 2264.514549110326 50 GTEX 1 100 100 1.0 0.0015 125 6010 -91 2264.349250500917 2265.5292532453063 50 GTEX 1 100 100 1.0 0.0015 125 6010 -92 2265.1818079671907 2268.8646309856226 50 GTEX 1 100 100 1.0 0.0015 125 6010 -93 2263.221288061903 2267.711643929717 50 GTEX 1 100 100 1.0 0.0015 125 6010 -94 2263.8816951833505 2264.967996227424 50 GTEX 1 100 100 1.0 0.0015 125 6010 -95 2264.852915524404 2264.781117718482 50 GTEX 1 100 100 1.0 0.0015 125 6010 -96 2263.865433746625 2263.739339966285 50 GTEX 1 100 100 1.0 0.0015 125 6010 -97 2264.247624380455 2264.0059675209422 50 GTEX 1 100 100 1.0 0.0015 125 6010 -98 2263.941828899277 2264.7225643491565 50 GTEX 1 100 100 1.0 0.0015 125 6010 -99 2264.14908267906 2264.3645952464058 50 GTEX 1 100 100 1.0 0.0015 125 6010 -0 5315.8114786169235 5149.186517867752 100 GTEX 1 100 100 0.5 0.0005 5 5759 -1 4849.493214659723 4651.959119905537 100 GTEX 1 100 100 0.5 0.0005 5 5759 -2 4420.718670983746 4207.702970903636 100 GTEX 1 100 100 0.5 0.0005 5 5759 -3 4019.948060455274 3825.560315730454 100 GTEX 1 100 100 0.5 0.0005 5 5759 -4 3706.163593070213 3431.11669921875 100 GTEX 1 100 100 0.5 0.0005 5 5759 -5 3429.2603285384425 3538.502977030359 100 GTEX 1 100 100 0.5 0.0005 5 5759 -6 3242.634444067014 3114.9898714130823 100 GTEX 1 100 100 0.5 0.0005 5 5759 -7 3096.876570783297 3075.210363815946 100 GTEX 1 100 100 0.5 0.0005 5 5759 -8 2990.909291532634 2960.0361077486336 100 GTEX 1 100 100 0.5 0.0005 5 5759 -9 2913.641859345292 2815.946044921875 100 GTEX 1 100 100 0.5 0.0005 5 5759 -10 2834.292338657269 2793.623475745604 100 GTEX 1 100 100 0.5 0.0005 5 5759 -11 2776.7218228915663 2737.5453043310363 100 GTEX 1 100 100 0.5 0.0005 5 5759 -12 2756.6526392615056 2696.437198305311 100 GTEX 1 100 100 0.5 0.0005 5 5759 -13 2712.418917383452 2696.66903442847 100 GTEX 1 100 100 0.5 0.0005 5 5759 -14 2691.345748280829 2635.7781569332224 100 GTEX 1 100 100 0.5 0.0005 5 5759 -15 2674.1321898601723 2700.9255816673603 100 GTEX 1 100 100 0.5 0.0005 5 5759 -16 2657.245722007409 2599.994562069273 100 GTEX 1 100 100 0.5 0.0005 5 5759 -17 2645.287583627255 2609.651725507961 100 GTEX 1 100 100 0.5 0.0005 5 5759 -18 2633.4199509903233 2636.550734835433 100 GTEX 1 100 100 0.5 0.0005 5 5759 -19 2620.926309916189 2573.8256724542543 100 GTEX 1 100 100 0.5 0.0005 5 5759 -20 2605.7772967631813 2563.512771432391 100 GTEX 1 100 100 0.5 0.0005 5 5759 -21 2601.977212243641 2577.1974679925147 100 GTEX 1 100 100 0.5 0.0005 5 5759 -22 2590.0936153835364 2544.005450926806 100 GTEX 1 100 100 0.5 0.0005 5 5759 -23 2584.4216556422143 2542.5715257767943 100 GTEX 1 100 100 0.5 0.0005 5 5759 -24 2577.5338375760048 2578.6231508436317 100 GTEX 1 100 100 0.5 0.0005 5 5759 -25 2571.5859160696773 2536.6968404675617 100 GTEX 1 100 100 0.5 0.0005 5 5759 -26 2560.4553126464793 2525.792049741564 100 GTEX 1 100 100 0.5 0.0005 5 5759 -27 2554.823553662145 2507.3467966522103 100 GTEX 1 100 100 0.5 0.0005 5 5759 -28 2545.0573769925304 2507.386426338225 100 GTEX 1 100 100 0.5 0.0005 5 5759 -29 2540.475484588323 2515.252523095889 100 GTEX 1 100 100 0.5 0.0005 5 5759 -30 2537.497953313979 2498.6978133168964 100 GTEX 1 100 100 0.5 0.0005 5 5759 -31 2531.7725547306186 2497.246388946649 100 GTEX 1 100 100 0.5 0.0005 5 5759 -32 2522.385320182938 2489.721127354147 100 GTEX 1 100 100 0.5 0.0005 5 5759 -33 2520.779124684554 2486.803471438332 100 GTEX 1 100 100 0.5 0.0005 5 5759 -34 2513.9507094081328 2484.515920196649 100 GTEX 1 100 100 0.5 0.0005 5 5759 -35 2510.122994472576 2481.129949649477 100 GTEX 1 100 100 0.5 0.0005 5 5759 -36 2505.4060759785643 2468.9847240375475 100 GTEX 1 100 100 0.5 0.0005 5 5759 -37 2499.211659245397 2483.3995078199264 100 GTEX 1 100 100 0.5 0.0005 5 5759 -38 2496.4522555891103 2472.174737850523 100 GTEX 1 100 100 0.5 0.0005 5 5759 -39 2493.71913020125 2471.043235169617 100 GTEX 1 100 100 0.5 0.0005 5 5759 -40 2491.0434560770723 2463.061715593809 100 GTEX 1 100 100 0.5 0.0005 5 5759 -41 2488.070682411601 2458.5373043161835 100 GTEX 1 100 100 0.5 0.0005 5 5759 -42 2485.6357435800837 2455.2292239113 100 GTEX 1 100 100 0.5 0.0005 5 5759 -43 2479.988776906788 2453.452903138367 100 GTEX 1 100 100 0.5 0.0005 5 5759 -44 2474.9883531743903 2448.577187425737 100 GTEX 1 100 100 0.5 0.0005 5 5759 -45 2471.707647597411 2440.715585454789 100 GTEX 1 100 100 0.5 0.0005 5 5759 -46 2469.813915716477 2440.6177825347554 100 GTEX 1 100 100 0.5 0.0005 5 5759 -47 2466.59831811428 2439.9565819569866 100 GTEX 1 100 100 0.5 0.0005 5 5759 -48 2464.8927320313323 2434.606330204373 100 GTEX 1 100 100 0.5 0.0005 5 5759 -49 2462.7919724334365 2442.1599501693204 100 GTEX 1 100 100 0.5 0.0005 5 5759 -50 2457.810429459529 2428.970969544617 100 GTEX 1 100 100 0.5 0.0005 5 5759 -51 2457.302534049197 2431.4491751203063 100 GTEX 1 100 100 0.5 0.0005 5 5759 -52 2454.559639915917 2436.7437145392705 100 GTEX 1 100 100 0.5 0.0005 5 5759 -53 2452.3487241557027 2434.912147434945 100 GTEX 1 100 100 0.5 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2371.1806157346737 2369.914140476473 50 GTEX 1 50 100 0.5 0.0025 25 106 -6 2360.5128877469933 2353.771004448372 50 GTEX 1 50 100 0.5 0.0025 25 106 -7 2351.389372886367 2345.6783375323043 50 GTEX 1 50 100 0.5 0.0025 25 106 -8 2344.982325967217 2339.5197011273167 50 GTEX 1 50 100 0.5 0.0025 25 106 -9 2337.9997999062944 2334.6805160000304 50 GTEX 1 50 100 0.5 0.0025 25 106 -10 2333.100134301843 2324.526764960344 50 GTEX 1 50 100 0.5 0.0025 25 106 -11 2328.491129265021 2324.424841819154 50 GTEX 1 50 100 0.5 0.0025 25 106 -12 2324.887470126492 2318.3789201743703 50 GTEX 1 50 100 0.5 0.0025 25 106 -13 2321.096462212282 2317.1310271636617 50 GTEX 1 50 100 0.5 0.0025 25 106 -14 2318.1869399748803 2315.835487046623 50 GTEX 1 50 100 0.5 0.0025 25 106 -15 2314.952048119867 2314.16128412399 50 GTEX 1 50 100 0.5 0.0025 25 106 -16 2313.253508667237 2312.0621850771595 50 GTEX 1 50 100 0.5 0.0025 25 106 -17 2310.7068124595635 2311.4020573721186 50 GTEX 1 50 100 0.5 0.0025 25 106 -18 2309.008836126685 2308.1625020422407 50 GTEX 1 50 100 0.5 0.0025 25 106 -19 2308.4712202636874 2306.6688886867278 50 GTEX 1 50 100 0.5 0.0025 25 106 -20 2306.7351561107416 2302.3068453132432 50 GTEX 1 50 100 0.5 0.0025 25 106 -21 2305.3187552815043 2301.1049475144073 50 GTEX 1 50 100 0.5 0.0025 25 106 -22 2303.243329960529 2306.815050944629 50 GTEX 1 50 100 0.5 0.0025 25 106 -23 2301.9894959443827 2298.6742514258553 50 GTEX 1 50 100 0.5 0.0025 25 106 -24 2300.9964399618825 2297.3341718898528 50 GTEX 1 50 100 0.5 0.0025 25 106 -25 2299.7796623767513 2296.9429987338112 50 GTEX 1 50 100 0.5 0.0025 25 106 -26 2299.7113417362198 2295.822609556945 50 GTEX 1 50 100 0.5 0.0025 25 106 -27 2298.775859513227 2296.105888801836 50 GTEX 1 50 100 0.5 0.0025 25 106 -28 2298.2776724514265 2295.13983572028 50 GTEX 1 50 100 0.5 0.0025 25 106 -29 2297.9933237712658 2305.082139860088 50 GTEX 1 50 100 0.5 0.0025 25 106 -30 2296.7480442961405 2296.251424927222 50 GTEX 1 50 100 0.5 0.0025 25 106 -31 2295.809737706268 2292.147614105573 50 GTEX 1 50 100 0.5 0.0025 25 106 -32 2294.947135237866 2291.9814441521357 50 GTEX 1 50 100 0.5 0.0025 25 106 -33 2294.867610793992 2294.958071864603 50 GTEX 1 50 100 0.5 0.0025 25 106 -34 2294.126135033414 2290.642955011288 50 GTEX 1 50 100 0.5 0.0025 25 106 -35 2293.649171366036 2292.5587664121913 50 GTEX 1 50 100 0.5 0.0025 25 106 -36 2292.716100634523 2291.037112159874 50 GTEX 1 50 100 0.5 0.0025 25 106 -37 2293.087598672321 2290.219856523289 50 GTEX 1 50 100 0.5 0.0025 25 106 -38 2292.627611946226 2290.7528164359555 50 GTEX 1 50 100 0.5 0.0025 25 106 -39 2292.603380157513 2289.237891367633 50 GTEX 1 50 100 0.5 0.0025 25 106 -40 2291.453768502801 2287.841512353701 50 GTEX 1 50 100 0.5 0.0025 25 106 -41 2292.860033872804 2288.520585092755 50 GTEX 1 50 100 0.5 0.0025 25 106 -42 2290.615210778436 2288.7033097299786 50 GTEX 1 50 100 0.5 0.0025 25 106 -43 2290.3940261287976 2295.516513374822 50 GTEX 1 50 100 0.5 0.0025 25 106 -44 2290.2543029817393 2289.739397752421 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100 100 1.0 0.001 100 7031 -8 2325.8854799690703 2314.2642678380466 50 GTEX 1 100 100 1.0 0.001 100 7031 -9 2321.509628661774 2309.9776611328125 50 GTEX 1 100 100 1.0 0.001 100 7031 -10 2316.7427843254445 2311.517373900903 50 GTEX 1 100 100 1.0 0.001 100 7031 -11 2311.721748826722 2299.708721668548 50 GTEX 1 100 100 1.0 0.001 100 7031 -12 2308.046928485545 2297.2056768729212 50 GTEX 1 100 100 1.0 0.001 100 7031 -13 2305.4067226533616 2308.429576105038 50 GTEX 1 100 100 1.0 0.001 100 7031 -14 2303.045353215033 2291.5826332469405 50 GTEX 1 100 100 1.0 0.001 100 7031 -15 2300.567857735258 2288.982332294885 50 GTEX 1 100 100 1.0 0.001 100 7031 -16 2298.963855427901 2287.613815945817 50 GTEX 1 100 100 1.0 0.001 100 7031 -17 2296.5511998762563 2295.1438814460557 50 GTEX 1 100 100 1.0 0.001 100 7031 -18 2294.5062667058514 2283.496588993435 50 GTEX 1 100 100 1.0 0.001 100 7031 -19 2293.179447433973 2286.5966458048656 50 GTEX 1 100 100 1.0 0.001 100 7031 -20 2291.6932461372808 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2277.6914208463445 2268.205740925024 50 GTEX 1 100 100 1.0 0.001 100 7031 -34 2277.2248966599436 2268.506331875297 50 GTEX 1 100 100 1.0 0.001 100 7031 -35 2276.196386388656 2265.4674930935125 50 GTEX 1 100 100 1.0 0.001 100 7031 -36 2275.7079347534113 2268.7524729681563 50 GTEX 1 100 100 1.0 0.001 100 7031 -37 2275.5499240113268 2266.4879363897635 50 GTEX 1 100 100 1.0 0.001 100 7031 -38 2274.65947383221 2264.892970328095 50 GTEX 1 100 100 1.0 0.001 100 7031 -39 2274.185016068357 2265.84856411894 50 GTEX 1 100 100 1.0 0.001 100 7031 -40 2273.70305820754 2266.3759839888307 50 GTEX 1 100 100 1.0 0.001 100 7031 -41 2273.2018599404923 2265.0225667627137 50 GTEX 1 100 100 1.0 0.001 100 7031 -42 2272.664462429525 2268.0964624673247 50 GTEX 1 100 100 1.0 0.001 100 7031 -43 2271.655427653296 2264.6053109404706 50 GTEX 1 100 100 1.0 0.001 100 7031 -44 2271.7810883570887 2262.055295530834 50 GTEX 1 100 100 1.0 0.001 100 7031 -45 2270.982608584425 2263.8735035943437 50 GTEX 1 100 100 1.0 0.001 100 7031 -46 2271.2127161393687 2261.282542181559 50 GTEX 1 100 100 1.0 0.001 100 7031 -47 2270.4941864255443 2262.936167437768 50 GTEX 1 100 100 1.0 0.001 100 7031 -48 2270.6007322619853 2260.7318876433287 50 GTEX 1 100 100 1.0 0.001 100 7031 -49 2269.8722953437764 2261.190794506001 50 GTEX 1 100 100 1.0 0.001 100 7031 -50 2270.300548740031 2260.097135478553 50 GTEX 1 100 100 1.0 0.001 100 7031 -51 2269.402106881759 2261.598605892051 50 GTEX 1 100 100 1.0 0.001 100 7031 -52 2269.807253258853 2258.615646536359 50 GTEX 1 100 100 1.0 0.001 100 7031 -53 2268.74106285939 2259.956989012744 50 GTEX 1 100 100 1.0 0.001 100 7031 -54 2268.3918926125784 2260.369486413528 50 GTEX 1 100 100 1.0 0.001 100 7031 -55 2268.4005844005 2258.729873251099 50 GTEX 1 100 100 1.0 0.001 100 7031 -56 2267.976202078602 2259.241186801925 50 GTEX 1 100 100 1.0 0.001 100 7031 -57 2267.465678862059 2257.740360158478 50 GTEX 1 100 100 1.0 0.001 100 7031 -58 2267.8026300343467 2257.592183972493 50 GTEX 1 100 100 1.0 0.001 100 7031 -59 2267.5221312818953 2261.3376566955803 50 GTEX 1 100 100 1.0 0.001 100 7031 -60 2267.051841083872 2259.5841319733245 50 GTEX 1 100 100 1.0 0.001 100 7031 -61 2267.368707840805 2257.43084972077 50 GTEX 1 100 100 1.0 0.001 100 7031 -62 2266.9172191271327 2259.289552637833 50 GTEX 1 100 100 1.0 0.001 100 7031 -63 2267.525346990698 2256.6102582692192 50 GTEX 1 100 100 1.0 0.001 100 7031 -64 2266.472469102169 2257.9758073349867 50 GTEX 1 100 100 1.0 0.001 100 7031 -65 2266.488874078213 2257.324137524507 50 GTEX 1 100 100 1.0 0.001 100 7031 -66 2266.0747295962697 2258.5230123425617 50 GTEX 1 100 100 1.0 0.001 100 7031 -67 2265.9350864196435 2262.2214309054184 50 GTEX 1 100 100 1.0 0.001 100 7031 -68 2266.210925714612 2259.163703251248 50 GTEX 1 100 100 1.0 0.001 100 7031 -69 2266.470741936835 2255.4768669795626 50 GTEX 1 100 100 1.0 0.001 100 7031 -70 2265.5261286172117 2256.7276583479384 50 GTEX 1 100 100 1.0 0.001 100 7031 -71 2266.070263398516 2257.145912083383 50 GTEX 1 100 100 1.0 0.001 100 7031 -72 2265.853072937985 2258.5258440953244 50 GTEX 1 100 100 1.0 0.001 100 7031 -73 2265.187534969334 2257.070897787696 50 GTEX 1 100 100 1.0 0.001 100 7031 -74 2264.933615696094 2259.8814441985505 50 GTEX 1 100 100 1.0 0.001 100 7031 -75 2264.529061167245 2257.88969995767 50 GTEX 1 100 100 1.0 0.001 100 7031 -76 2265.0908255991612 2257.645619207462 50 GTEX 1 100 100 1.0 0.001 100 7031 -77 2264.9044270558256 2257.1690534584422 50 GTEX 1 100 100 1.0 0.001 100 7031 -78 2264.829170443836 2260.2056058586318 50 GTEX 1 100 100 1.0 0.001 100 7031 -79 2264.2697498599164 2256.383862397517 50 GTEX 1 100 100 1.0 0.001 100 7031 -80 2264.4424442925097 2258.5666267191955 50 GTEX 1 100 100 1.0 0.001 100 7031 -81 2264.6305355218287 2256.298027009565 50 GTEX 1 100 100 1.0 0.001 100 7031 -82 2264.173687216119 2255.8344522338402 50 GTEX 1 100 100 1.0 0.001 100 7031 -83 2263.957608321381 2254.7653288750594 50 GTEX 1 100 100 1.0 0.001 100 7031 -84 2264.125716510312 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6531 -4 2491.0119970863016 2491.454185108721 100 GTEX 1 100 100 1.0 0.0015 25 6531 -5 2467.809548160097 2467.140582298598 100 GTEX 1 100 100 1.0 0.0015 25 6531 -6 2446.9643059546484 2456.88525390625 100 GTEX 1 100 100 1.0 0.0015 25 6531 -7 2433.090689177497 2450.7149690693327 100 GTEX 1 100 100 1.0 0.0015 25 6531 -8 2421.999644375281 2439.4219167731108 100 GTEX 1 100 100 1.0 0.0015 25 6531 -9 2412.203196511773 2417.5587961175147 100 GTEX 1 100 100 1.0 0.0015 25 6531 -10 2403.9723197862063 2412.158943901497 100 GTEX 1 100 100 1.0 0.0015 25 6531 -11 2394.427603162631 2399.328959533924 100 GTEX 1 100 100 1.0 0.0015 25 6531 -12 2387.5982174098185 2385.8069571723504 100 GTEX 1 100 100 1.0 0.0015 25 6531 -13 2382.479751414453 2387.572184863653 100 GTEX 1 100 100 1.0 0.0015 25 6531 -14 2377.2197237515434 2380.751169647101 100 GTEX 1 100 100 1.0 0.0015 25 6531 -15 2370.2966692585924 2383.215138946649 100 GTEX 1 100 100 1.0 0.0015 25 6531 -16 2365.52774468528 2373.381593653458 100 GTEX 1 100 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diff --git a/1.initial-k-sweep/results/z_latent_dim_best_ADAGE_GTEx.tsv b/1.initial-k-sweep/results/z_latent_dim_best_ADAGE_GTEx.tsv deleted file mode 100644 index 3d4e5d201..000000000 --- a/1.initial-k-sweep/results/z_latent_dim_best_ADAGE_GTEx.tsv +++ /dev/null @@ -1,7 +0,0 @@ -learning_rate batch_size epochs noise sparsity num_components end_loss -Learn: 0.001 50 100 Noise: 0.1 0.0 5 0.005791494860968946 -Learn: 0.001 100 100 Noise: 0 0.0 25 0.0024124739006402486 -Learn: 5e-04 50 100 Noise: 0 0.0 50 0.0017888014826272034 -Learn: 5e-04 50 100 Noise: 0 0.0 75 0.0012287075773851786 -Learn: 5e-05 50 100 Noise: 0 0.0 100 0.0011807037847198034 -Learn: 5e-04 50 100 Noise: 0 0.0 125 9.444399380272064e-4 diff --git a/1.initial-k-sweep/results/z_latent_dim_best_ADAGE_TARGET.tsv b/1.initial-k-sweep/results/z_latent_dim_best_ADAGE_TARGET.tsv deleted file mode 100644 index 3d8b3c4bf..000000000 --- a/1.initial-k-sweep/results/z_latent_dim_best_ADAGE_TARGET.tsv +++ /dev/null @@ -1,7 +0,0 @@ -learning_rate batch_size epochs noise sparsity num_components end_loss -Learn: 5e-04 10 100 Noise: 0 0.0 5 0.029855576428500088 -Learn: 0.001 50 100 Noise: 0.1 0.0 25 0.02429172063641476 -Learn: 0.001 10 100 Noise: 0 0.0 50 0.02195607091892849 -Learn: 5e-04 50 100 Noise: 0 0.0 75 0.02206825724605358 -Learn: 5e-04 25 100 Noise: 0 0.0 100 0.020854188834853245 -Learn: 5e-04 50 100 Noise: 0.1 0.0 125 0.020700621898427158 diff --git a/1.initial-k-sweep/results/z_latent_dim_best_ADAGE_TCGA.tsv b/1.initial-k-sweep/results/z_latent_dim_best_ADAGE_TCGA.tsv deleted file mode 100644 index ee1217984..000000000 --- a/1.initial-k-sweep/results/z_latent_dim_best_ADAGE_TCGA.tsv +++ /dev/null @@ -1,7 +0,0 @@ -learning_rate batch_size epochs noise sparsity num_components end_loss -Learn: 0.0015 50 100 Noise: 0 0.0 5 0.0032098319641216165 -Learn: 5e-04 50 100 Noise: 0 0.0 25 0.001924451018201571 -Learn: 5e-04 50 100 Noise: 0 0.0 50 0.0015330527916120075 -Learn: 5e-04 50 100 Noise: 0 0.0 75 0.0012558522516037875 -Learn: 5e-04 50 100 Noise: 0 0.0 100 0.0011537710804932154 -Learn: 5e-04 50 100 Noise: 0 0.0 125 0.0010549039492177678 diff --git a/1.initial-k-sweep/results/z_latent_dim_best_Tybalt_GTEx.tsv b/1.initial-k-sweep/results/z_latent_dim_best_Tybalt_GTEx.tsv deleted file mode 100644 index ec978368d..000000000 --- a/1.initial-k-sweep/results/z_latent_dim_best_Tybalt_GTEx.tsv +++ /dev/null @@ -1,7 +0,0 @@ -learning_rate batch_size epochs kappa num_components end_loss -Learn: 0.0025 Batch: 100 100 0.5 5 2323.421819302519 -Learn: 0.002 Batch: 50 50 0.0 25 2227.978077935629 -Learn: 0.001 Batch: 100 100 1.0 50 2245.7592439252608 -Learn: 0.002 Batch: 50 100 0.5 75 2234.2036958991807 -Learn: 0.0005 Batch: 50 100 0.5 100 2233.518656799549 -Learn: 0.0015 Batch: 50 100 0.0 125 2229.1931632734522 diff --git a/1.initial-k-sweep/results/z_latent_dim_best_Tybalt_TARGET.tsv b/1.initial-k-sweep/results/z_latent_dim_best_Tybalt_TARGET.tsv deleted file mode 100644 index 764eb3c48..000000000 --- a/1.initial-k-sweep/results/z_latent_dim_best_Tybalt_TARGET.tsv +++ /dev/null @@ -1,7 +0,0 @@ -learning_rate batch_size epochs kappa num_components end_loss -Learn: 0.0015 Batch: 25 100 0.5 5 4230.530983664773 -Learn: 0.0015 Batch: 25 100 0.0 25 4097.767678000711 -Learn: 0.0015 Batch: 25 100 0.0 50 4078.5612534031734 -Learn: 0.0015 Batch: 25 100 1.0 75 4082.612874348959 -Learn: 0.0015 Batch: 25 100 0.5 100 4063.11268939394 -Learn: 0.0005 Batch: 25 100 0.5 125 4155.268465909091 diff --git a/1.initial-k-sweep/results/z_latent_dim_best_Tybalt_TCGA.tsv b/1.initial-k-sweep/results/z_latent_dim_best_Tybalt_TCGA.tsv deleted file mode 100644 index 3c0adb0f0..000000000 --- a/1.initial-k-sweep/results/z_latent_dim_best_Tybalt_TCGA.tsv +++ /dev/null @@ -1,7 +0,0 @@ -learning_rate batch_size epochs kappa num_components end_loss -Learn: 0.002 Batch: 50 100 0.0 5 1870.3636308986333 -Learn: 0.001 Batch: 50 100 0.0 25 1828.377274556376 -Learn: 0.001 Batch: 50 100 1.0 50 1818.1032843661667 -Learn: 0.0015 Batch: 50 100 0.5 75 1814.4837069870841 -Learn: 0.001 Batch: 50 100 0.0 100 1811.3680677557709 -Learn: 0.0005 Batch: 50 100 0.5 125 1807.8440113163474 diff --git a/1.initial-k-sweep/scripts/adage_pancancer.py b/1.initial-k-sweep/scripts/adage_pancancer.py deleted file mode 100644 index eee7706cc..000000000 --- a/1.initial-k-sweep/scripts/adage_pancancer.py +++ /dev/null @@ -1,194 +0,0 @@ -""" -Gregory Way 2017 -Variational Autoencoder - Pan Cancer -scripts/adage_pancancer.py - -Comparing a VAE learned features to ADAGE features. Use this script within -the context of a parameter sweep to compare performance across a grid of -hyper parameters. - -Usage: - - Run in command line with required command arguments: - - python scripts/adage_pancancer.py --learning_rate - --batch_size - --epochs - --sparsity - --noise - --output_filename - --num_components - --scale - --subset_mad_genes - --dataset - - Typically, arguments to this script are compiled automatically. - - See `scripts/num_components_paramsweep.py` for more details - -Output: -Loss and validation loss for the specific model trained -""" - -import os -import argparse -import numpy as np -import pandas as pd - -from sklearn.preprocessing import MinMaxScaler -from keras.engine.topology import Layer -from keras.layers import Input, Dense, Dropout, Activation -from keras.models import Sequential, Model -import keras.backend as K -from keras.regularizers import l1 -from keras import optimizers, activations - - -class TiedWeightsDecoder(Layer): - """ - Transpose the encoder weights to apply decoding of compressed latent space - """ - def __init__(self, output_dim, encoder, activation=None, **kwargs): - self.output_dim = output_dim - self.encoder = encoder - self.activation = activations.get(activation) - super(TiedWeightsDecoder, self).__init__(**kwargs) - - def build(self, input_shape): - self.kernel = self.encoder.weights - super(TiedWeightsDecoder, self).build(input_shape) - - def call(self, x): - # Encoder weights: [weight_matrix, bias_term] - output = K.dot(x - self.encoder.weights[1], - K.transpose(self.encoder.weights[0])) - if self.activation is not None: - output = self.activation(output) - return output - - def compute_output_shape(self, input_shape): - return (input_shape[0], self.output_dim) - - -parser = argparse.ArgumentParser() -parser.add_argument('-l', '--learning_rate', - help='learning rate of the optimizer') -parser.add_argument('-b', '--batch_size', - help='Number of samples to include in each learning batch') -parser.add_argument('-e', '--epochs', - help='How many times to cycle through the full dataset') -parser.add_argument('-s', '--sparsity', - help='How much L1 regularization penalty to apply') -parser.add_argument('-n', '--noise', - help='How much Gaussian noise to add during training') -parser.add_argument('-f', '--output_filename', - help='The name of the file to store results') -parser.add_argument('-c', '--num_components', default=100, - help='The latent space dimensionality to test') -parser.add_argument('-o', '--optimizer', default='adam', - help='optimizer to use', choices=['adam', 'adadelta']) -parser.add_argument('-w', '--untied_weights', action='store_false', - help='use tied weights in training ADAGE model') -parser.add_argument('-a', '--scale', action='store_true', - help='Add decision to scale input data') -parser.add_argument('-m', '--subset_mad_genes', default=8000, - help='The number of mad genes to subset') -parser.add_argument('-x', '--dataset', default='TCGA', - choices=['TCGA', 'TARGET', 'GTEX'], - help='the dataset to use in the sweep') -args = parser.parse_args() - -# Set hyper parameters -learning_rate = float(args.learning_rate) -batch_size = int(args.batch_size) -epochs = int(args.epochs) -sparsity = float(args.sparsity) -noise = float(args.noise) -output_filename = args.output_filename -latent_dim = int(args.num_components) -use_optimizer = args.optimizer -tied_weights = args.untied_weights -scale = args.scale -subset_mad_genes = args.subset_mad_genes -dataset = args.dataset - -# Random seed -seed = int(np.random.randint(low=0, high=10000, size=1)) -np.random.seed(seed) - -# Load Data -file = 'train_{}_expression_matrix_processed.tsv.gz'.format(dataset.lower()) -rnaseq_file = os.path.join('..', '0.expression-download', 'data', file) -rnaseq_df = pd.read_table(rnaseq_file, index_col=0) - -# Determine most variably expressed genes and subset -if subset_mad_genes is not None: - mad_genes = rnaseq_df.mad(axis=0).sort_values(ascending=False) - top_mad_genes = mad_genes.iloc[0:subset_mad_genes, ].index - rnaseq_df = rnaseq_df.loc[:, top_mad_genes] - -# Zero One normalize input data -if scale: - scaler = MinMaxScaler() - x = scaler.fit_transform(rnaseq_df) - rnaseq_df = pd.DataFrame(x, index=rnaseq_df.index, - columns=rnaseq_df.columns) - -original_dim = rnaseq_df.shape[1] - -# Split 10% test set randomly -test_set_percent = 0.1 -rnaseq_test_df = rnaseq_df.sample(frac=test_set_percent) -rnaseq_train_df = rnaseq_df.drop(rnaseq_test_df.index) - -if tied_weights: - # Input place holder for RNAseq data with specific input size - encoded_rnaseq = Dense(latent_dim, - input_shape=(original_dim, ), - activity_regularizer=l1(sparsity), - activation='relu') - dropout_layer = Dropout(noise) - tied_decoder = TiedWeightsDecoder(input_shape=(latent_dim, ), - output_dim=original_dim, - activation='sigmoid', - encoder=encoded_rnaseq) - - autoencoder = Sequential() - autoencoder.add(encoded_rnaseq) - autoencoder.add(dropout_layer) - autoencoder.add(tied_decoder) - -else: - input_rnaseq = Input(shape=(original_dim, )) - encoded_rnaseq = Dropout(noise)(input_rnaseq) - encoded_rnaseq_2 = Dense(latent_dim, - activity_regularizer=l1(sparsity))(encoded_rnaseq) - activation = Activation('relu')(encoded_rnaseq_2) - decoded_rnaseq = Dense(original_dim, activation='sigmoid')(activation) - autoencoder = Model(input_rnaseq, decoded_rnaseq) - -if use_optimizer == 'adadelta': - optim = optimizers.Adadelta(lr=learning_rate) -elif use_optimizer == 'adam': - optim = optimizers.Adam(lr=learning_rate) - -autoencoder.compile(optimizer=optim, loss='mse') - -hist = autoencoder.fit(np.array(rnaseq_train_df), np.array(rnaseq_train_df), - shuffle=True, - epochs=epochs, - batch_size=batch_size, - validation_data=(np.array(rnaseq_test_df), - np.array(rnaseq_test_df))) - -# Save training performance -history_df = pd.DataFrame(hist.history) -history_df = history_df.assign(num_components=latent_dim, - learning_rate=learning_rate, - batch_size=batch_size, - epochs=epochs, - sparsity=sparsity, - noise=noise, - seed=seed, - dataset=dataset) -history_df.to_csv(output_filename, sep='\t') diff --git a/1.initial-k-sweep/scripts/nbconverted/visualize-parameter-sweep.r b/1.initial-k-sweep/scripts/nbconverted/visualize-parameter-sweep.r deleted file mode 100644 index 4228116f7..000000000 --- a/1.initial-k-sweep/scripts/nbconverted/visualize-parameter-sweep.r +++ /dev/null @@ -1,308 +0,0 @@ - -suppressPackageStartupMessages(library(ggplot2)) -suppressPackageStartupMessages(library(cowplot)) - -set.seed(123) - -`%>%` <- dplyr::`%>%` - -source(file.path('scripts', 'viz_utils.R')) - -# Set input file names and output directories -tcga_adage_file <- file.path("results", "param_sweep_adage_TCGA_full-results.tsv") -tcga_tybalt_file <- file.path("results", "param_sweep_tybalt_TCGA_full-results.tsv") -tcga_fig_dir <- file.path("figures", "tcga_results") - -gtex_adage_file <- file.path("results", "param_sweep_adage_GTEX_full-results.tsv") -gtex_tybalt_file <- file.path("results", "param_sweep_tybalt_GTEX_full-results.tsv") -gtex_fig_dir <- file.path("figures", "gtex_results") - -target_adage_file <- file.path("results", "param_sweep_adage_TARGET_full-results.tsv") -target_tybalt_file <- file.path("results", "param_sweep_tybalt_TARGET_full-results.tsv") -target_fig_dir <- file.path("figures", "target_results") - -# Load and Process Data -tcga_tybalt <- processParamSweepResults(param_file = tcga_tybalt_file, - dataset = "TCGA", - algorithm = "Tybalt", - output_fig_dir = tcga_fig_dir) - -tcga_tybalt$final_val_plot + theme(text = element_text(size = 15)) - -tcga_tybalt$one_model_plot + theme(text = element_text(size = 15)) - -tcga_tybalt$all_results$best_params - -tcga_tybalt_good_training_df <- tcga_tybalt$all_results$melt_df %>% - dplyr::filter(batch_size == 50, - epochs == 100, - kappa == "0.0") %>% - dplyr::filter( - (learning_rate == "0.002" & num_components == 5) | - (learning_rate == "0.0015" & num_components == 25) | - (learning_rate == "0.0015" & num_components == 50) | - (learning_rate == "0.0015" & num_components == 75) | - (learning_rate == "0.001" & num_components == 100) | - (learning_rate == "0.0005" & num_components == 125) - ) %>% - dplyr::mutate( - num_components = - factor(num_components, - levels = sort(as.numeric(paste(unique(num_components))))) - ) - -plotBestModel(tcga_tybalt_good_training_df, - dataset = "TCGA", - algorithm = "Tybalt", - output_fig_dir = tcga_fig_dir) + theme(text = element_text(size = 15)) - -# Load and Process Data -tcga_adage <- processParamSweepResults(param_file = tcga_adage_file, - dataset = "TCGA", - algorithm = "ADAGE", - output_fig_dir = tcga_fig_dir) - -tcga_adage$final_val_plot + theme(text = element_text(size = 15)) - -# Several hyperparameter combinations did not converge -# This was particularly a result of the low learning rates - filter and replot -tcga_adage_converge_df <- tcga_adage$all_results$select_df %>% - dplyr::filter(end_loss < 0.01, learning_rate != 'Learn: 1e-05') - -# Replot and Save Update -tcga_adage_converge <- ( - plotFinalLoss(tcga_adage_converge_df, - dataset = "TCGA", - algorithm = "ADAGE", - output_fig_dir = tcga_fig_dir, - plot_converge = TRUE) - ) - -tcga_adage_converge + theme(text = element_text(size = 15)) - -tcga_adage$one_model_plot + theme(text = element_text(size = 15)) - -tcga_adage$all_results$best_params - -tcga_adage_good_training_df <- tcga_adage$all_results$melt_df %>% - dplyr::filter(sparsity == "0.0", - epochs == 100, - batch_size == 50, - noise == "0.0") %>% - dplyr::filter( - (num_components == 5 & learning_rate == "0.0015") | - (num_components == 25 & learning_rate == "0.0015") | - (num_components == 50 & learning_rate == "0.0005") | - (num_components == 75 & learning_rate == "0.0005") | - (num_components == 100 & learning_rate == "0.0005") | - (num_components == 125 & learning_rate == "0.0005") - ) %>% - dplyr::mutate( - num_components = - factor(num_components, - levels = sort(as.numeric(paste(unique(num_components))))) - ) - -plotBestModel(tcga_adage_good_training_df, - dataset = "TCGA", - algorithm = "ADAGE", - output_fig_dir = tcga_fig_dir) + theme(text = element_text(size = 15)) - -# Load and process data -gtex_tybalt <- processParamSweepResults(param_file = gtex_tybalt_file, - dataset = "GTEx", - algorithm = "Tybalt", - output_fig_dir = gtex_fig_dir) - -gtex_tybalt$final_val_plot + theme(text = element_text(size = 15)) - -gtex_tybalt$one_model_plot + theme(text = element_text(size = 15)) - -gtex_tybalt$all_results$best_params - -gtex_tybalt_good_training_df <- gtex_tybalt$all_results$melt_df %>% - dplyr::filter(epochs == 100, kappa == 0.5) %>% - dplyr::filter( - (learning_rate == "0.0025" & batch_size == 100 & num_components == 5) | - (learning_rate == "0.0025" & batch_size == 100 & num_components == 25) | - (learning_rate == "0.002" & batch_size == 100 & num_components == 50) | - (learning_rate == "0.002" & batch_size == 50 & num_components == 75) | - (learning_rate == "0.0015" & batch_size == 50 & num_components == 100) | - (learning_rate == "0.0015" & batch_size == 50 & num_components == 125) - ) %>% - dplyr::mutate( - num_components = - factor(num_components, - levels = sort(as.numeric(paste(unique(num_components))))) - ) - -plotBestModel(gtex_tybalt_good_training_df, - dataset = "GTEx", - algorithm = "Tybalt", - output_fig_dir = gtex_fig_dir) + theme(text = element_text(size = 15)) - -# Load and process data -gtex_adage <- processParamSweepResults(param_file = gtex_adage_file, - dataset = "GTEx", - algorithm = "ADAGE", - output_fig_dir = gtex_fig_dir) - -gtex_adage$final_val_plot + theme(text = element_text(size = 15)) - -# Several hyperparameter combinations did not converge -# This was particularly a result of the low learning rates - filter and replot -gtex_adage_converge_df <- gtex_adage$all_results$select_df %>% - dplyr::filter(end_loss < 0.01, learning_rate != 'Learn: 1e-05') - -# Replot and save update -gtex_adage_converge <- ( - plotFinalLoss(gtex_adage_converge_df, - dataset = "GTEx", - algorithm = "ADAGE", - output_fig_dir = gtex_fig_dir, - plot_converge = TRUE) - ) - -gtex_adage_converge + theme(text = element_text(size = 15)) - -gtex_adage$one_model_plot + theme(text = element_text(size = 15)) - -gtex_adage$all_results$best_params - -gtex_adage_good_training_df <- gtex_adage$all_results$melt_df %>% - dplyr::filter(sparsity == "0.0", - epochs == 100, - batch_size == 50) %>% - dplyr::filter( - (num_components == 5 & learning_rate == "0.001" & noise == "0.1") | - (num_components == 25 & learning_rate == "0.001" & noise == "0.0") | - (num_components == 50 & learning_rate == "0.0005" & noise == "0.0") | - (num_components == 75 & learning_rate == "0.0005" & noise == "0.0") | - (num_components == 100 & learning_rate == "0.0005" & noise == "0.0") | - (num_components == 125 & learning_rate == "0.0005" & noise == "0.0") - ) %>% - dplyr::mutate( - num_components = - factor(num_components, - levels = sort(as.numeric(paste(unique(num_components))))) - ) - -plotBestModel(gtex_adage_good_training_df, - dataset = "GTEx", - algorithm = "ADAGE", - output_fig_dir = gtex_fig_dir) + theme(text = element_text(size = 15)) - -# Load and process data -target_tybalt <- processParamSweepResults(param_file = target_tybalt_file, - dataset = "TARGET", - algorithm = "Tybalt", - output_fig_dir = target_fig_dir) - -target_tybalt$final_val_plot + theme(text = element_text(size = 15)) - -target_tybalt$one_model_plot + theme(text = element_text(size = 15)) - -target_tybalt$all_results$best_params - -target_tybalt_good_training_df <- target_tybalt$all_results$melt_df %>% - dplyr::filter(batch_size == 25, - epochs == 100, - kappa == '0.5') %>% - dplyr::filter( - (num_components == 5 & learning_rate == "0.0015") | - (num_components == 25 & learning_rate == "0.0015") | - (num_components == 50 & learning_rate == "0.0015") | - (num_components == 75 & learning_rate == "0.0015") | - (num_components == 100 & learning_rate == "0.0015") | - (num_components == 125 & learning_rate == "0.0005") - ) %>% - dplyr::mutate( - num_components = - factor(num_components, - levels = sort(as.numeric(paste(unique(num_components))))) - ) - -plotBestModel(target_tybalt_good_training_df, - dataset = "TARGET", - algorithm = "Tybalt", - output_fig_dir = target_fig_dir) + theme(text = element_text(size = 15)) - -# Load and process data -target_adage <- processParamSweepResults(param_file = target_adage_file, - dataset = "TARGET", - algorithm = "ADAGE", - output_fig_dir = target_fig_dir) - -target_adage$final_val_plot + theme(text = element_text(size = 15)) - -target_adage$one_model_plot + theme(text = element_text(size = 15)) - -target_adage$all_results$best_params - -target_adage_good_training_df <- target_adage$all_results$melt_df %>% - dplyr::filter(sparsity == "0.0", - epochs == 100, - batch_size == 50, - noise == "0.1", - learning_rate == "0.0005") %>% - dplyr::mutate( - num_components = - factor(num_components, - levels = sort(as.numeric(paste(unique(num_components))))) - ) - -plotBestModel(target_adage_good_training_df, - dataset = "TARGET", - algorithm = "ADAGE", - output_fig_dir = target_fig_dir) + theme(text = element_text(size = 15)) - -adage_unconverge_label <- cowplot::ggdraw() + cowplot::draw_label(label = 'DAE (all params)', - hjust = 0.7, vjust = 0.4) -adage_label <- cowplot::ggdraw() + cowplot::draw_label(label = 'DAE ', hjust = 1, vjust = 0.4) -tybalt_label <- cowplot::ggdraw() + cowplot::draw_label(label = 'VAE', hjust = 1, vjust = 0.4) -gtex_label <- cowplot::ggdraw() + cowplot::draw_label(label = 'GTEX', angle = 90, hjust = 0.8, vjust = 0) -tcga_label <- cowplot::ggdraw() + cowplot::draw_label(label = 'TCGA', angle = 90, hjust = 0.8, vjust = 0) -target_label <- cowplot::ggdraw() + cowplot::draw_label(label = 'TARGET', angle = 90, hjust = 0.5, vjust = 16) - -alg_main <- cowplot::plot_grid(adage_unconverge_label, adage_label, tybalt_label, ncol = 3) -dataset_main <- cowplot::plot_grid(gtex_label, tcga_label, cowplot::ggdraw(), nrow = 3) - -main_plot <- ( - cowplot::plot_grid( - gtex_adage$final_val_plot + ggtitle('') + xlab('') + - theme(plot.margin = margin(t = 0, r = 0, b = 0, l = 0)), - gtex_adage_converge + ggtitle('') + xlab('') + ylab('') + - theme(plot.margin = margin(t = 0, r = 0, b = 0, l = 0)), - gtex_tybalt$final_val_plot + ggtitle('') + ylab('') + xlab('') + - theme(plot.margin = margin(t = 0, r = 0, b = 0, l = 0)), - tcga_adage$final_val_plot + ggtitle('') + - theme(plot.margin = margin(t = 0, r = 0, b = 0, l = 0)), - tcga_adage_converge + ggtitle('') + xlab('') + ylab('') + - theme(plot.margin = margin(t = 0, r = 0, b = 0, l = 0)), - tcga_tybalt$final_val_plot + ggtitle('') + ylab('') + xlab('') + - theme(plot.margin = margin(t = 0, r = 0, b = 0, l = 0)), - target_label, - target_adage$final_val_plot + ggtitle('') + - theme(plot.margin = margin(t = 0, r = 0, b = 0, l = 0)), - target_tybalt$final_val_plot + ggtitle('') + ylab('') + - theme(plot.margin = margin(t = 0, r = 0, b = 0, l = 0)), - labels = c("a", "b", "c", "d", "e", "f", "", "g", "h"), - ncol = 3, - nrow = 3 - ) -) - -main_with_alg <- cowplot::plot_grid(alg_main, main_plot, nrow = 2, - rel_heights = c(0.04, 1)) - -full_plot <- cowplot::plot_grid(dataset_main, main_with_alg, rel_widths = c(0.04, 1)) -full_plot - -for(extension in c('.png', '.pdf')) { - sup_file <- paste0("z_dimension_sweep_summary", extension) - sup_file <- file.path("figures", sup_file) - cowplot::save_plot(filename = sup_file, - plot = full_plot, - base_height = 9.5, - base_width = 16.5) -} diff --git a/1.initial-k-sweep/scripts/num_components_paramsweep.py b/1.initial-k-sweep/scripts/num_components_paramsweep.py deleted file mode 100644 index f4204c074..000000000 --- a/1.initial-k-sweep/scripts/num_components_paramsweep.py +++ /dev/null @@ -1,207 +0,0 @@ -""" -Gregory Way 2018 -scripts/num_components_param_sweep.py - -Will perform a parameter sweep across different bottleneck dimensionalities for -the given input data (either TCGA, TARGET, or GTEx) - -The script uses two configuration files: 1) parameter and 2) config files. - -1) The parameter file (required) is a tab separated file with a header: - -header = ["parameter", "sweep_values"] - -Where different values are given for specific hyperparameters. The different -values are separated by commas. The possible hyperparameters currently include: - -num_components - the dimensionality of the compressed latent space -learning_rates - the step size for each gradient update -batch_sizes - the number of samples to include in each weight update iteration -epochs - how many times to cycle through all batches of data -kappas - the amount of "warmup" applied to VAE models -sparsities - a weight regularization parameter enforcing zero weights in ADAGE -noises - the proportion of dropout weights in ADAGE models - -2) The tab sep config file has parameters for training on PMACS with a header: - -header = ["variable", "assign"] - -The values include: - -queue - the queue that will schedule and run jobs -num_gpus - how many GPUs to request (if "gpu" queue requested) -num_gpus_shared - how many of these GPUs run concurrent jobs -walltime - how long to request for each job to run - -NOTE: Either a PMACS configuration file or a `--local` flag must be provided. - -Usage: Run in command line: - -python scripts/num_components_param_sweep.py - - with required command arguments: - - --parameter_file filepath pointing to tab separated parameters - - and optional arguments: - - --dataset one of ['TCGA', 'TARGET', 'GTEX'] ('TCGA' default) - --config_file filepath pointing to PMACS configuration file - --algorithm a string indicating which algorithm to sweep over - default: 'tybalt' (i.e. variational autoencoder) - --python_path absolute path of PMACS python in select environment - default: '~/.conda/envs/tybalt-gpu/bin/python' - --param_folder filepath of where to save the results - default: 'param_sweep' - --local if provided, sweep will be run locally instead - -Output: -Submit a job to the PMACS cluster training a distinct VAE with a different -combination of hyper parameters. -""" - -import os -import sys -import argparse -import pandas as pd - -sys.path.insert(0, '../scripts/util') -from bsub_helper import bsub_help - - -def get_param(param): - try: - sweep = parameter_df.loc[param, 'sweep_values'] - except: - sweep = '' - print("Warning! No parameter detected of name: {}".format(param)) - return sweep.split(',') - -parser = argparse.ArgumentParser() -parser.add_argument('-p', '--parameter_file', - help='location of tab separated parameter file to sweep') -parser.add_argument('-x', '--dataset', default='TCGA', - choices=['TCGA', 'TARGET', 'GTEX'], - help='the dataset to use in the sweep') -parser.add_argument('-c', '--config_file', - default='../config/pmacs_config.tsv', - help='location of the configuration file for PMACS') -parser.add_argument('-a', '--algorithm', - help='which algorithm to sweep hyperparameters over') -parser.add_argument('-s', '--python_path', - help='absolute path of python version', - default='~/.conda/envs/tybalt-gpu/bin/python') -parser.add_argument('-d', '--param_folder', - help='folder to store param sweep results', - default='param_sweep') -parser.add_argument('-t', '--script', - help='path the script to run the parameter sweep over', - default='scripts/vae_pancancer.py') -parser.add_argument('-l', '--local', action='store_true', - help='decision to run models locally instead of on PMACS') -args = parser.parse_args() - -parameter_file = args.parameter_file -dataset = args.dataset -config_file = args.config_file -algorithm = args.algorithm -python_path = args.python_path -param_folder = args.param_folder -script = args.script -local = args.local - -if algorithm == 'adage': - script = 'scripts/adage_pancancer.py' - -if not os.path.exists(param_folder): - os.makedirs(param_folder) - -# Load data -parameter_df = pd.read_table(parameter_file, index_col=0) -config_df = pd.read_table(config_file, index_col=0) - -# Retrieve hyperparameters to sweep over -num_components = get_param('num_components') -learning_rates = get_param('learning_rate') -batch_sizes = get_param('batch_size') -epochs = get_param('epochs') -kappas = get_param('kappa') -sparsities = get_param('sparsity') -noises = get_param('noise') -adage_weights = get_param('weights')[0] - -# Retrieve PMACS configuration -queue = config_df.loc['queue']['assign'] -num_gpus = config_df.loc['num_gpus']['assign'] -num_gpus_shared = config_df.loc['num_gpus_shared']['assign'] -walltime = config_df.loc['walltime']['assign'] - -# Activate conda environment if not local -conda = ['source', 'activate', 'tybalt-gpu', '&&'] - -# Build lists of job commands depending on input algorithm -all_commands = [] -if algorithm == 'tybalt': - for z in num_components: - for lr in learning_rates: - for bs in batch_sizes: - for e in epochs: - for k in kappas: - file = ( - 'paramsweep_{}z_{}lr_{}bs_{}e_{}k_{}.tsv' - .format(z, lr, bs, e, k, dataset) - ) - file = os.path.join(param_folder, file) - params = ['--dataset', dataset, - '--num_components', z, - '--learning_rate', lr, - '--batch_size', bs, - '--epochs', e, - '--kappa', k, - '--output_filename', file, - '--scale'] - final_command = [python_path, script] + params - - if not local: - final_command = conda + final_command - - all_commands.append(final_command) -elif algorithm == 'adage': - for z in num_components: - for lr in learning_rates: - for bs in batch_sizes: - for e in epochs: - for s in sparsities: - for n in noises: - file = ( - 'paramsweep_{}z_{}lr_{}bs_{}e_{}s_{}n_{}.tsv' - .format(z, lr, bs, e, s, n, dataset) - ) - file = os.path.join(param_folder, file) - params = ['--dataset', dataset, - '--num_components', z, - '--learning_rate', lr, - '--batch_size', bs, - '--epochs', e, - '--sparsity', s, - '--noise', n, - '--output_filename', file, - '--scale'] - final_command = [python_path, script] + params - - if not local: - final_command = conda + final_command - - if adage_weights == 'untied': - final_command += ['--untied_weights'] - all_commands.append(final_command) - -# Submit commands -for command in all_commands: - b = bsub_help(command=command, - queue=queue, - num_gpus=num_gpus, - num_gpus_shared=num_gpus_shared, - walltime=walltime, - local=local) - b.submit_command() diff --git a/1.initial-k-sweep/scripts/summarize_paramsweep.py b/1.initial-k-sweep/scripts/summarize_paramsweep.py deleted file mode 100644 index 87e5e94a1..000000000 --- a/1.initial-k-sweep/scripts/summarize_paramsweep.py +++ /dev/null @@ -1,38 +0,0 @@ -""" -Gregory Way 2017 -Variational Autoencoder - Pan Cancer -scripts/summarize_paramsweep.py - -Usage: Run in command line: - - python scripts/summarize_paramsweep.py - -Output: -Large dataframe to use in downstream visualizations -""" - -import os -import argparse -import pandas as pd - -parser = argparse.ArgumentParser() -parser.add_argument('-r', '--results_directory', - help='location where all results are stored', - default='param_sweep') -parser.add_argument('-f', '--output_filename', - help='The name of the file to store results', - default='parameter_sweep_full_results.tsv') -args = parser.parse_args() - -# Set hyper parameters -results_dir = args.results_directory -output_filename = args.output_filename - -param_files = os.listdir(results_dir) -df_list = [pd.read_table(os.path.join(results_dir, x)) for x in param_files] - -param_df = pd.concat(df_list, axis=0) -param_df.rename(columns={'Unnamed: 0': 'train_epoch'}, inplace=True) - -full_result_file = os.path.join('results', output_filename) -param_df.to_csv(full_result_file, index=False, sep='\t') diff --git a/1.initial-k-sweep/scripts/summarize_sweep.sh b/1.initial-k-sweep/scripts/summarize_sweep.sh deleted file mode 100755 index 2e074b633..000000000 --- a/1.initial-k-sweep/scripts/summarize_sweep.sh +++ /dev/null @@ -1,33 +0,0 @@ -#!/bin/bash -# -# Gregory Way 2018 -# -# Run after analysis.sh to summarize the results of the parameter sweep -# of ADAGE and Tybalt models applied across three datasets - -# TCGA -python scripts/summarize_paramsweep.py \ - --results_directory 'param_sweep/param_sweep_adage_TCGA/' \ - --output_filename 'param_sweep_adage_TCGA_full-results.tsv' - -python scripts/summarize_paramsweep.py \ - --results_directory 'param_sweep/param_sweep_tybalt_TCGA/' \ - --output_filename 'param_sweep_tybalt_TCGA_full-results.tsv' - -# GTEx -python scripts/summarize_paramsweep.py \ - --results_directory 'param_sweep/param_sweep_adage_GTEX/' \ - --output_filename 'param_sweep_adage_GTEX_full-results.tsv' - -python scripts/summarize_paramsweep.py \ - --results_directory 'param_sweep/param_sweep_tybalt_GTEX/' \ - --output_filename 'param_sweep_tybalt_GTEX_full-results.tsv' - -# TARGET -python scripts/summarize_paramsweep.py \ - --results_directory 'param_sweep/param_sweep_adage_TARGET/' \ - --output_filename 'param_sweep_adage_TARGET_full-results.tsv' - -python scripts/summarize_paramsweep.py \ - --results_directory 'param_sweep/param_sweep_tybalt_TARGET/' \ - --output_filename 'param_sweep_tybalt_TARGET_full-results.tsv' diff --git a/1.initial-k-sweep/scripts/vae_pancancer.py b/1.initial-k-sweep/scripts/vae_pancancer.py deleted file mode 100644 index 0b3aa6fce..000000000 --- a/1.initial-k-sweep/scripts/vae_pancancer.py +++ /dev/null @@ -1,268 +0,0 @@ -""" -Gregory Way 2017 -Variational Autoencoder - Pan Cancer -scripts/vae_pancancer.py - -Usage: - - Run in command line with required command arguments: - - python scripts/vae_pancancer.py --learning_rate - --batch_size - --epochs - --kappa - --depth - --output_filename - --num_components - --scale - --subset_mad_genes - --dataset - - Typically, arguments to this script are compiled automatically. - - See `scripts/num_components_paramsweep.py` for more details - -Output: - - Loss and validation loss for the specific model trained -""" - -import os -import argparse -import numpy as np -import pandas as pd - -from sklearn.preprocessing import MinMaxScaler -import tensorflow as tf -from keras.layers import Input, Dense, Lambda, Layer, Activation -from keras.layers.normalization import BatchNormalization -from keras.models import Model, Sequential -from keras import backend as K -from keras import metrics, optimizers -from keras.callbacks import Callback - -parser = argparse.ArgumentParser() -parser.add_argument('-l', '--learning_rate', - help='learning rate of the optimizer') -parser.add_argument('-b', '--batch_size', - help='Number of samples to include in each learning batch') -parser.add_argument('-e', '--epochs', - help='How many times to cycle through the full dataset') -parser.add_argument('-k', '--kappa', - help='How fast to linearly ramp up KL loss') -parser.add_argument('-d', '--depth', default=1, - help='Number of layers between input and latent layer') -parser.add_argument('-c', '--first_layer', - help='Dimensionality of the first hidden layer', - default=100) -parser.add_argument('-f', '--output_filename', - help='The name of the file to store results') -parser.add_argument('-n', '--num_components', default=100, - help='The latent space dimensionality to test') -parser.add_argument('-s', '--scale', action='store_true', - help='Add decision to scale input data') -parser.add_argument('-m', '--subset_mad_genes', default=8000, - help='The number of mad genes to subset') -parser.add_argument('-x', '--dataset', default='TCGA', - choices=['TCGA', 'TARGET', 'GTEX'], - help='the dataset to use in the sweep') -args = parser.parse_args() - -# Set hyper parameters -learning_rate = float(args.learning_rate) -batch_size = int(args.batch_size) -epochs = int(args.epochs) -kappa = float(args.kappa) -depth = int(args.depth) -first_layer = int(args.first_layer) -output_filename = args.output_filename -latent_dim = int(args.num_components) -scale = args.scale -subset_mad_genes = args.subset_mad_genes -dataset = args.dataset - -# Load Data -file = 'train_{}_expression_matrix_processed.tsv.gz'.format(dataset.lower()) -rnaseq_file = os.path.join('..', '0.expression-download', 'data', file) -rnaseq_df = pd.read_table(rnaseq_file, index_col=0) - -# Determine most variably expressed genes and subset -if subset_mad_genes is not None: - mad_genes = rnaseq_df.mad(axis=0).sort_values(ascending=False) - top_mad_genes = mad_genes.iloc[0:subset_mad_genes, ].index - rnaseq_df = rnaseq_df.loc[:, top_mad_genes] - -# Zero One normalize input data -if scale: - scaler = MinMaxScaler() - x = scaler.fit_transform(rnaseq_df) - rnaseq_df = pd.DataFrame(x, index=rnaseq_df.index, - columns=rnaseq_df.columns) - -# Set architecture dimensions -original_dim = rnaseq_df.shape[1] -epsilon_std = 1.0 -beta = K.variable(0) -if depth == 2: - latent_dim2 = int(first_layer) - -# Random seed -seed = int(np.random.randint(low=0, high=10000, size=1)) -np.random.seed(seed) - - -# Function for reparameterization trick to make model differentiable -def sampling(args): - - # Function with args required for Keras Lambda function - z_mean, z_log_var = args - - # Draw epsilon of the same shape from a standard normal distribution - epsilon = K.random_normal(shape=tf.shape(z_mean), mean=0., - stddev=epsilon_std) - - # The latent vector is non-deterministic and differentiable - # in respect to z_mean and z_log_var - z = z_mean + K.exp(z_log_var / 2) * epsilon - return z - - -class CustomVariationalLayer(Layer): - """ - Define a custom layer that learns and performs the training - - """ - def __init__(self, **kwargs): - # https://keras.io/layers/writing-your-own-keras-layers/ - self.is_placeholder = True - super(CustomVariationalLayer, self).__init__(**kwargs) - - def vae_loss(self, x_input, x_decoded): - reconstruction_loss = original_dim * \ - metrics.binary_crossentropy(x_input, x_decoded) - kl_loss = - 0.5 * K.sum(1 + z_log_var_encoded - - K.square(z_mean_encoded) - - K.exp(z_log_var_encoded), axis=-1) - return K.mean(reconstruction_loss + (K.get_value(beta) * kl_loss)) - - def call(self, inputs): - x = inputs[0] - x_decoded = inputs[1] - loss = self.vae_loss(x, x_decoded) - self.add_loss(loss, inputs=inputs) - # We won't actually use the output. - return x - - -class WarmUpCallback(Callback): - def __init__(self, beta, kappa): - self.beta = beta - self.kappa = kappa - - # Behavior on each epoch - def on_epoch_end(self, epoch, logs={}): - if K.get_value(self.beta) <= 1: - K.set_value(self.beta, K.get_value(self.beta) + self.kappa) - -# Process data - -# Split 10% test set randomly -test_set_percent = 0.1 -rnaseq_test_df = rnaseq_df.sample(frac=test_set_percent) -rnaseq_train_df = rnaseq_df.drop(rnaseq_test_df.index) - -# Input place holder for RNAseq data with specific input size -rnaseq_input = Input(shape=(original_dim, )) - -# ~~~~~~~~~~~~~~~~~~~~~~ -# ENCODER -# ~~~~~~~~~~~~~~~~~~~~~~ -# Depending on the depth of the model, the input is eventually compressed into -# a mean and log variance vector of prespecified size. Each layer is -# initialized with glorot uniform weights and each step (dense connections, -# batch norm,and relu activation) are funneled separately -# -# Each vector of length `latent_dim` are connected to the rnaseq input tensor -# In the case of a depth 2 architecture, input_dim -> latent_dim -> latent_dim2 - -if depth == 1: - z_shape = latent_dim - z_mean_dense = Dense(latent_dim, - kernel_initializer='glorot_uniform')(rnaseq_input) - z_log_var_dense = Dense(latent_dim, - kernel_initializer='glorot_uniform')(rnaseq_input) -elif depth == 2: - z_shape = latent_dim2 - hidden_dense = Dense(latent_dim, - kernel_initializer='glorot_uniform')(rnaseq_input) - hidden_dense_batchnorm = BatchNormalization()(hidden_dense) - hidden_enc = Activation('relu')(hidden_dense_batchnorm) - - z_mean_dense = Dense(latent_dim2, - kernel_initializer='glorot_uniform')(hidden_enc) - z_log_var_dense = Dense(latent_dim2, - kernel_initializer='glorot_uniform')(hidden_enc) - -z_mean_dense_batchnorm = BatchNormalization()(z_mean_dense) -z_mean_encoded = Activation('relu')(z_mean_dense_batchnorm) - -z_log_var_dense_batchnorm = BatchNormalization()(z_log_var_dense) -z_log_var_encoded = Activation('relu')(z_log_var_dense_batchnorm) - -# return the encoded and randomly sampled z vector -# Takes two keras layers as input to the custom sampling function layer with a -# latent_dim` output -z = Lambda(sampling, - output_shape=(z_shape, ))([z_mean_encoded, z_log_var_encoded]) - -# ~~~~~~~~~~~~~~~~~~~~~~ -# DECODER -# ~~~~~~~~~~~~~~~~~~~~~~ -# The layers are different depending on the prespecified depth. -# -# Single layer: glorot uniform initialized and sigmoid activation. -# Double layer: relu activated hidden layer followed by sigmoid reconstruction -if depth == 1: - decoder_to_reconstruct = Dense(original_dim, - kernel_initializer='glorot_uniform', - activation='sigmoid') -elif depth == 2: - decoder_to_reconstruct = Sequential() - decoder_to_reconstruct.add(Dense(latent_dim, - kernel_initializer='glorot_uniform', - activation='relu', - input_dim=latent_dim2)) - decoder_to_reconstruct.add(Dense(original_dim, - kernel_initializer='glorot_uniform', - activation='sigmoid')) - -rnaseq_reconstruct = decoder_to_reconstruct(z) - -# ~~~~~~~~~~~~~~~~~~~~~~ -# CONNECTIONS -# ~~~~~~~~~~~~~~~~~~~~~~ -adam = optimizers.Adam(lr=learning_rate) -vae_layer = CustomVariationalLayer()([rnaseq_input, rnaseq_reconstruct]) -vae = Model(rnaseq_input, vae_layer) -vae.compile(optimizer=adam, loss=None, loss_weights=[beta]) - -# fit Model -hist = vae.fit(np.array(rnaseq_train_df), - shuffle=True, - epochs=epochs, - batch_size=batch_size, - validation_data=(np.array(rnaseq_test_df), None), - callbacks=[WarmUpCallback(beta, kappa)]) - -# Save training performance -history_df = pd.DataFrame(hist.history) -history_df = history_df.assign(num_components=latent_dim, - learning_rate=learning_rate, - batch_size=batch_size, - epochs=epochs, - kappa=kappa, - seed=seed, - depth=depth, - first_layer=first_layer, - dataset=dataset) -history_df.to_csv(output_filename, sep='\t') diff --git a/1.initial-k-sweep/scripts/visualize-parameter-sweep.r b/1.initial-k-sweep/scripts/visualize-parameter-sweep.r deleted file mode 100644 index bfe9329e1..000000000 --- a/1.initial-k-sweep/scripts/visualize-parameter-sweep.r +++ /dev/null @@ -1,330 +0,0 @@ - -library(ggplot2) - -set.seed(123) - -`%>%` <- dplyr::`%>%` - -source(file.path('scripts', 'viz_utils.R')) - -# Set input file names -tcga_adage_file <- file.path("results", "param_sweep_adage_TCGA_full-results.tsv") -tcga_tybalt_file <- file.path("results", "param_sweep_tybalt_TCGA_full-results.tsv") - -gtex_adage_file <- file.path("results", "param_sweep_adage_GTEX_full-results.tsv") -gtex_tybalt_file <- file.path("results", "param_sweep_tybalt_GTEX_full-results.tsv") - -target_adage_file <- file.path("results", "param_sweep_adage_TARGET_full-results.tsv") -target_tybalt_file <- file.path("results", "param_sweep_tybalt_TARGET_full-results.tsv") - -# Set output directories -tcga_fig <- file.path("figures", "tcga_results") -gtex_fig <- file.path("figures", "gtex_results") -target_fig <- file.path("figures", "target_results") - -# Load Data -tcga_tybalt <- readParamSweep(tcga_tybalt_file, algorithm = 'tybalt') - -tybalt_param_z_png <- file.path(tcga_fig, "z_parameter_final_loss_tybalt_TCGA.png") -tybalt_param_z_pdf <- file.path(tcga_fig, "z_parameter_final_loss_tybalt_TCGA.pdf") - -p <- plotFinalLoss(tcga_tybalt$select_df, algorithm = 'Tybalt', dataset = 'TCGA') -p - -ggsave(tybalt_param_z_png, plot = p, height = 3, width = 5.5) -ggsave(tybalt_param_z_pdf, plot = p, height = 3, width = 5.5) - -tcga_tybalt_one_model <- tcga_tybalt$full_df %>% - dplyr::filter(learning_rate == "0.0005", batch_size == "50", epochs == 100) - -tcga_tybalt_one_model$num_components <- - dplyr::recode_factor(tcga_tybalt_one_model$num_components, - `5` = "Latent Dim: 5", - `25` = "Latent Dim: 25", - `50` = "Latent Dim: 50", - `75` = "Latent Dim: 75", - `100` = "Latent Dim: 100", - `125` = "Latent Dim: 125") - -tybalt_one_model_png <- file.path(tcga_fig, "z_parameter_tybalt_training_TCGA.png") -tybalt_one_model_pdf <- file.path(tcga_fig, "z_parameter_tybalt_training_TCGA.pdf") - -p <- plotOneModel(tcga_tybalt$one_model_df, algorithm = 'Tybalt', dataset = 'TCGA') -p - -ggsave(tybalt_one_model_png, plot = p, height = 2.5, width = 5) -ggsave(tybalt_one_model_pdf, plot = p, height = 2.5, width = 5) - -tcga_tybalt_best_params <- tcga_tybalt$best_params -tcga_tybalt_best_params - -best_param_file <- file.path("results" , "z_latent_dim_best_tybalt_params_TCGA.tsv") -readr::write_tsv(tcga_tybalt_best_params, best_param_file) - -tcga_tybalt_good_training_df <- tcga_tybalt$melt_df %>% - dplyr::filter(batch_size == 50, epochs == 100, kappa == "0.0") %>% - dplyr::filter( - (learning_rate == "0.002" & num_components == 5) | - (learning_rate == "0.0015" & num_components == 25) | - (learning_rate == "0.0015" & num_components == 50) | - (learning_rate == "0.0015" & num_components == 75) | - (learning_rate == "0.001" & num_components == 100) | - (learning_rate == "0.0005" & num_components == 125) - ) - -# Reorder the latent space dimensionality for plotting -num_com <- tcga_tybalt_good_training_df$num_components -num_com <- factor(num_com, levels = sort(as.numeric(paste(unique(num_com))))) -tcga_tybalt_good_training_df$num_components <- num_com - -tybalt_best_model_png <- file.path(tcga_fig, "z_parameter_best_model_tybalt_TCGA.png") -tybalt_best_model_pdf <- file.path(tcga_fig, "z_parameter_best_model_tybalt_TCGA.pdf") - -p <- plotBestModel(tcga_tybalt_good_training_df, algorithm = 'Tybalt', dataset = 'TCGA') -p - -ggsave(tybalt_best_model_png, plot = p, height = 2.5, width = 4) -ggsave(tybalt_best_model_pdf, plot = p, height = 2.5, width = 4) - -# Load Data -tcga_adage <- readParamSweep(tcga_adage_file, algorithm = 'adage') - -# Specify that the model has tied weights -adage_param_z_png <- file.path(tcga_fig, "z_parameter_final_loss_adage_TCGA.png") -adage_param_z_pdf <- file.path(tcga_fig, "z_parameter_final_loss_adage_TCGA.pdf") - -p <- plotFinalLoss(tcga_adage$select_df, algorithm = 'ADAGE', dataset = 'TCGA') -p - -ggsave(adage_param_z_png, plot = p, height = 2.5, width = 5.5) -ggsave(adage_param_z_pdf, plot = p, height = 2.5, width = 5.5) - -# Several hyperparameter combinations did not converge -# This was particularly a result of the low learning rates - filter and replot -tcga_adage$select_df <- tcga_adage$select_df %>% - dplyr::filter(end_loss < 0.01, learning_rate != 'Learn: 1e-05') - -adage_sub_png <- file.path(tcga_fig, "z_parameter_final_loss_remove_converge_adage_TCGA.png") -adage_sub_pdf <- file.path(tcga_fig, "z_parameter_final_loss_remove_converge_adage_TCGA.pdf") - -p <- plotFinalLoss(tcga_adage$select_df, algorithm = 'ADAGE', dataset = 'TCGA') -p - -ggsave(adage_sub_png, plot = p, height = 2.5, width = 5.5) -ggsave(adage_sub_pdf, plot = p, height = 2.5, width = 5.5) - -tcga_adage_best_params <- tcga_adage$best_params -tcga_adage_best_params - -best_param_file <- file.path("results" , "z_latent_dim_best_adage_params_TCGA.tsv") -readr::write_tsv(tcga_adage_best_params, best_param_file) - -adage_tied_good_training_df <- tcga_adage$melt_df %>% - dplyr::filter(sparsity == "0.0", - epochs == 100, - batch_size == 50, - noise == "0.0") %>% - dplyr::filter( - (num_components == 5 & learning_rate == "0.0015") | - (num_components == 25 & learning_rate == "0.0015") | - (num_components == 50 & learning_rate == "0.0005") | - (num_components == 75 & learning_rate == "0.0005") | - (num_components == 100 & learning_rate == "0.0005") | - (num_components == 125 & learning_rate == "0.0005")) - -num_com <- adage_tied_good_training_df$num_components -num_com <- factor(num_com, levels = sort(as.numeric(paste(unique(num_com))))) -adage_tied_good_training_df$num_components <- num_com - -best_model_png <- file.path(tcga_fig, "z_parameter_best_model_adage_TCGA.png") -best_model_pdf <- file.path(tcga_fig, "z_parameter_best_model_adage_TCGA.pdf") - -p <- plotBestModel(adage_tied_good_training_df, algorithm = 'ADAGE', dataset = 'TCGA') -p - -ggsave(best_model_png, plot = p, height = 2.5, width = 4) -ggsave(best_model_pdf, plot = p, height = 2.5, width = 4) - -# Load Data -gtex_tybalt <- readParamSweep(gtex_tybalt_file, algorithm = 'tybalt') - -tybalt_param_z_png <- file.path(gtex_fig, "z_parameter_final_loss_tybalt_GTEX.png") -tybalt_param_z_pdf <- file.path(gtex_fig, "z_parameter_final_loss_tybalt_GTEX.pdf") - -p <- plotFinalLoss(gtex_tybalt$select_df, algorithm = 'Tybalt', dataset = 'GTEx') -p - -ggsave(tybalt_param_z_png, plot = p, height = 3, width = 5.5) -ggsave(tybalt_param_z_pdf, plot = p, height = 3, width = 5.5) - -gtex_tybalt_best_params <- gtex_tybalt$best_params -gtex_tybalt_best_params - -best_param_file <- file.path("results" , "z_latent_dim_best_tybalt_params_GTEX.tsv") -readr::write_tsv(gtex_tybalt_best_params, best_param_file) - -gtex_tybalt_good_training_df <- gtex_tybalt$melt_df %>% - dplyr::filter(epochs == 100, kappa == 0.5) %>% - dplyr::filter( - (learning_rate == "0.0025" & batch_size == 100 & num_components == 5) | - (learning_rate == "0.0025" & batch_size == 100 & num_components == 25) | - (learning_rate == "0.002" & batch_size == 100 & num_components == 50) | - (learning_rate == "0.002" & batch_size == 50 & num_components == 75) | - (learning_rate == "0.0015" & batch_size == 50 & num_components == 100) | - (learning_rate == "0.0015" & batch_size == 50 & num_components == 125) - ) - -# Reorder the latent space dimensionality for plotting -num_com <- gtex_tybalt_good_training_df$num_components -num_com <- factor(num_com, levels = sort(as.numeric(paste(unique(num_com))))) -gtex_tybalt_good_training_df$num_components <- num_com - -best_model_png <- file.path(gtex_fig, "z_parameter_best_model_tybalt_GTEX.png") -best_model_pdf <- file.path(gtex_fig, "z_parameter_best_model_tybalt_GTEX.pdf") - -p <- plotBestModel(gtex_tybalt_good_training_df, algorithm = 'Tybalt', dataset = 'GTEx') -p - -ggsave(best_model_png, plot = p, height = 2.5, width = 4) -ggsave(best_model_pdf, plot = p, height = 2.5, width = 4) - -# Load Data -gtex_adage <- readParamSweep(gtex_adage_file, algorithm = 'adage') - -adage_param_z_png <- file.path(gtex_fig, "z_parameter_final_loss_adage_GTEX.png") -adage_param_z_pdf <- file.path(gtex_fig, "z_parameter_final_loss_adage_GTEX.pdf") - -p <- plotFinalLoss(gtex_adage$select_df, algorithm = 'ADAGE', dataset = 'GTEx') -p - -ggsave(adage_param_z_png, plot = p, height = 3, width = 5.5) -ggsave(adage_param_z_pdf, plot = p, height = 3, width = 5.5) - -# Several hyperparameter combinations did not converge -# This was particularly a result of the low learning rates - filter and replot -gtex_adage$select_df <- gtex_adage$select_df %>% - dplyr::filter(end_loss < 0.01, learning_rate != 'Learn: 1e-05') - -adage_sub_png <- file.path(gtex_fig, "z_parameter_final_loss_remove_converge_adage_GTEX.png") -adage_sub_pdf <- file.path(gtex_fig, "z_parameter_final_loss_remove_converge_adage_GTEX.pdf") - -p <- plotFinalLoss(gtex_adage$select_df, algorithm = 'ADAGE', dataset = 'GTEx') -p - -ggsave(adage_sub_png, plot = p, height = 2.5, width = 5.5) -ggsave(adage_sub_pdf, plot = p, height = 2.5, width = 5.5) - -gtex_adage_best_params <- gtex_adage$best_params -gtex_adage_best_params - -best_param_file <- file.path("results" , "z_latent_dim_best_adage_params_GTEX.tsv") -readr::write_tsv(gtex_adage_best_params, best_param_file) - -gtex_adage_tied_good_training_df <- gtex_adage$melt_df %>% - dplyr::filter(sparsity == "0.0", - epochs == 100, - batch_size == 50) %>% - dplyr::filter( - (num_components == 5 & learning_rate == "0.001" & noise == "0.1") | - (num_components == 25 & learning_rate == "0.001" & noise == "0.0") | - (num_components == 50 & learning_rate == "0.0005" & noise == "0.0") | - (num_components == 75 & learning_rate == "0.0005" & noise == "0.0") | - (num_components == 100 & learning_rate == "0.0005" & noise == "0.0") | - (num_components == 125 & learning_rate == "0.0005" & noise == "0.0")) - -# Reorder the latent space dimensionality for plotting -num_com <- gtex_adage_tied_good_training_df$num_components -num_com <- factor(num_com, levels = sort(as.numeric(paste(unique(num_com))))) -gtex_adage_tied_good_training_df$num_components <- num_com - -best_model_png <- file.path(gtex_fig, "z_parameter_best_model_adage_GTEX.png") -best_model_pdf <- file.path(gtex_fig, "z_parameter_best_model_adage_GTEX.pdf") - -p <- plotBestModel(gtex_adage_tied_good_training_df, dataset = 'GTEx', algorithm = 'ADAGE') -p - -ggsave(best_model_png, plot = p, height = 2.5, width = 4) -ggsave(best_model_pdf, plot = p, height = 2.5, width = 4) - -# Load Data -target_tybalt <- readParamSweep(target_tybalt_file, algorithm = 'tybalt') - -tybalt_param_z_png <- file.path(target_fig, "z_parameter_final_loss_tybalt_TARGET.png") -tybalt_param_z_pdf <- file.path(target_fig, "z_parameter_final_loss_tybalt_TARGET.pdf") - -p <- plotFinalLoss(target_tybalt$select_df, algorithm = 'Tybalt', dataset = 'TARGET') -p - -ggsave(tybalt_param_z_png, plot = p, height = 3, width = 5.5) -ggsave(tybalt_param_z_pdf, plot = p, height = 3, width = 5.5) - -target_tybalt_best_params <- target_tybalt$best_params -target_tybalt_best_params - -best_param_file <- file.path("results" , "z_latent_dim_best_tybalt_params_TARGET.tsv") -readr::write_tsv(tcga_adage_best_params, best_param_file) - -target_tybalt_good_training_df <- target_tybalt$melt_df %>% - dplyr::filter(batch_size == 25, - epochs == 100, - kappa == '0.5') %>% - dplyr::filter( - (num_components == 5 & learning_rate == "0.0015") | - (num_components == 25 & learning_rate == "0.0015") | - (num_components == 50 & learning_rate == "0.0015") | - (num_components == 75 & learning_rate == "0.0015") | - (num_components == 100 & learning_rate == "0.0015") | - (num_components == 125 & learning_rate == "0.0005")) - -# Reorder the latent space dimensionality for plotting -num_com <- target_tybalt_good_training_df$num_components -num_com <- factor(num_com, levels = sort(as.numeric(paste(unique(num_com))))) -target_tybalt_good_training_df$num_components <- num_com - -best_model_png <- file.path(target_fig, "z_parameter_best_model_tybalt_TARGET.png") -best_model_pdf <- file.path(target_fig, "z_parameter_best_model_tybalt_TARGET.pdf") - -p <- plotBestModel(target_tybalt_good_training_df, algorithm = 'Tybalt', dataset = 'TARGET') -p - -ggsave(best_model_png, plot = p, height = 2.5, width = 4) -ggsave(best_model_pdf, plot = p, height = 2.5, width = 4) - -# Load Data -target_adage <- readParamSweep(target_adage_file, algorithm = 'adage') - -adage_param_z_png <- file.path(target_fig, "z_parameter_final_loss_adage_TARGET.png") -adage_param_z_pdf <- file.path(target_fig, "z_parameter_final_loss_adage_TARGET.pdf") - -p <- plotFinalLoss(target_adage$select_df, algorithm = 'ADAGE', dataset = 'TARGET') -p - -ggsave(adage_param_z_png, plot = p, height = 3, width = 5.5) -ggsave(adage_param_z_pdf, plot = p, height = 3, width = 5.5) - -target_adage_best_params <- target_adage$best_params -target_adage_best_params - -best_param_file <- file.path("results" , "z_latent_dim_best_adage_params_TARGET.tsv") -readr::write_tsv(tcga_adage_best_params, best_param_file) - -target_adage_tied_good_training_df <- target_adage$melt_df %>% - dplyr::filter(sparsity == "0.0", - epochs == 100, - batch_size == 50, - noise == "0.1", - learning_rate == "0.0005") - -# Reorder the latent space dimensionality for plotting -num_com <- target_adage_tied_good_training_df$num_components -num_com <- factor(num_com, levels = sort(as.numeric(paste(unique(num_com))))) -target_adage_tied_good_training_df$num_components <- num_com - -best_model_png <- file.path(target_fig, "z_parameter_best_model_adage_TARGET.png") -best_model_pdf <- file.path(target_fig, "z_parameter_best_model_adage_TARGET.pdf") - -p <- plotBestModel(target_adage_tied_good_training_df, algorithm = 'ADAGE', dataset = 'TARGET') -p - -ggsave(best_model_png, plot = p, height = 2.5, width = 4) -ggsave(best_model_pdf, plot = p, height = 2.5, width = 4) diff --git a/1.initial-k-sweep/scripts/viz_utils.R b/1.initial-k-sweep/scripts/viz_utils.R deleted file mode 100644 index 8b0f53eb0..000000000 --- a/1.initial-k-sweep/scripts/viz_utils.R +++ /dev/null @@ -1,361 +0,0 @@ -# Interpretation of Compressed Gene Expression Features -# Gregory Way 2018 -# -# Functions to help with processing and visualizing parameter sweep results -# -# Usage: Import Only -# -# source("scripts/viz_utils.R") - -processParamSweepResults <- function(param_file, algorithm, dataset, - output_fig_dir, save_plot=TRUE) { - # Read, process, and plot results for each algorithm by dataset - # - # Arguments: - # param_file - a string storing location of tab separated file - # algorithm - a string indicating either `ADAGE` or `Tybalt` - # dataset - a string indicating `TCGA`, `GTEx` or `TARGET` - # output_fig_dir - a string pointing to the location of output figures - # save_plot - a boolean if the plots should be saved to file (default: TRUE) - # - # Output: - # An R list with several indices storing summarized results and figures - - if (algorithm == "ADAGE") { - id_vars <- c("learning_rate", "batch_size", "epochs", "noise", - "train_epoch", "num_components", "sparsity", "seed") - } else if (algorithm == "Tybalt") { - id_vars <- c("learning_rate", "batch_size", "epochs", "kappa", - "train_epoch", "num_components") - } else { - stop("algorithm must be either 'ADAGE' or 'Tybalt'") - } - - # Create the output directory if it does not already exist - if (!dir.exists(output_fig_dir)) { - dir.create(output_fig_dir) - } - - # Build output file names - final_val_fig_file <- paste0("z_parameter_final_loss_", algorithm, "_", - dataset) - final_val_fig_file_png <- file.path(output_fig_dir, - paste0(final_val_fig_file, ".png")) - final_val_fig_file_pdf <- file.path(output_fig_dir, - paste0(final_val_fig_file, ".pdf")) - - one_model_fig_file <- paste0("z_parameter_training_", algorithm, "_", - dataset) - one_model_fig_file_png <- file.path(output_fig_dir, - paste0(one_model_fig_file, ".png")) - one_model_fig_file_pdf <- file.path(output_fig_dir, - paste0(one_model_fig_file, ".pdf")) - - best_param_file <- paste0("z_latent_dim_best_", algorithm, "_", dataset) - best_param_file <- file.path("results", paste0(best_param_file, ".tsv")) - - # Read in and process results files - param_sweep_results <- readParamSweep(param_file, algorithm, id_vars) - final_val_gg <- plotFinalLoss(select_df = param_sweep_results$select_df, - output_fig_dir = output_fig_dir, - algorithm = algorithm, - dataset = dataset) - one_model_gg <- plotOneModel(one_model_df = param_sweep_results$one_model_df, - algorithm = algorithm, - dataset = dataset) - - # Save output files - if (save_plot) { - ggsave(final_val_fig_file_png, plot = final_val_gg, height = 3, width = 5.5) - ggsave(final_val_fig_file_pdf, plot = final_val_gg, height = 3, width = 5.5) - - ggsave(one_model_fig_file_png, plot = one_model_gg, height = 2.5, width = 5) - ggsave(one_model_fig_file_pdf, plot = one_model_gg, height = 2.5, width = 5) - } - - readr::write_tsv(param_sweep_results$best_params, best_param_file) - - # Define function output list - output_list <- list("all_results" = param_sweep_results, - "final_val_plot" = final_val_gg, - "one_model_plot" = one_model_gg) - return(output_list) -} - -readParamSweep <- function(param_file, algorithm, id_vars) { - # Read and process parameter sweep file - # - # Arguments: - # param_file - a string storing the location of a tab separated file - # algorithm - a string indicating either "ADAGE" or "Tybalt" - # id_vars - a vector of strings that indicate parameter sweep columns - # - # Output: - # a list of length two with a full dataframe and melted across id_vars - - # Load full parameter sweep file - full_df <- readr::read_tsv(param_file, - col_types = readr::cols( - .default = readr::col_character(), - train_epoch = readr::col_integer(), - loss = readr::col_double(), - val_loss = readr::col_double())) - - # Melt the parameter sweep results - melt_df <- reshape2::melt(full_df, - id.vars = id_vars, - measure.vars = c("loss", "val_loss"), - variable.name = "loss_type", - value.name = "loss") - - # Select the lowest loss results across parameter combinations - select_df <- melt_df %>% dplyr::filter(loss_type == "val_loss") - if (algorithm == "ADAGE") { - select_df <- select_df %>% - dplyr::group_by(learning_rate, batch_size, epochs, - noise, sparsity, num_components) - } else if (algorithm == "Tybalt") { - select_df <- select_df %>% - dplyr::group_by(learning_rate, batch_size, epochs, - kappa, num_components) - } - select_df <- select_df %>% dplyr::summarize(end_loss = tail(loss, 1)) - select_df <- recodeParamSweep(select_df, algorithm) - - # Obtain a dataframe with the best params based on final validation loss - best_params <- select_df %>% - dplyr::group_by(num_components) %>% - dplyr::top_n(1, -end_loss) %>% - dplyr::arrange(as.numeric(paste(num_components))) - - # Output training curves a single full model across dimensions - if (algorithm == "Tybalt") { - one_model_df <- full_df %>% - dplyr::filter(learning_rate == "0.0005", - batch_size == "50", - epochs == 100) - } else { - one_model_df <- full_df %>% - dplyr::filter(sparsity == "0.0", - learning_rate == "0.001", - batch_size == "50", - epochs == 100) - } - - one_model_df$num_components <- - dplyr::recode_factor(one_model_df$num_components, - `5` = "Latent Dim: 5", - `25` = "Latent Dim: 25", - `50` = "Latent Dim: 50", - `75` = "Latent Dim: 75", - `100` = "Latent Dim: 100", - `125` = "Latent Dim: 125") - - return(list("full_df" = full_df, "melt_df" = melt_df, - "select_df" = select_df, "one_model_df" = one_model_df, - "best_params" = best_params)) -} - -recodeParamSweep <- function(df, algorithm) { - # Recode several variables before plotting input - if (algorithm == "ADAGE") { - df$noise <- - dplyr::recode_factor(df$noise, - "0.0" = "Noise: 0", - "0.1" = "Noise: 0.1", - "0.5" = "Noise: 0.5") - spars <- df$sparsity - df$sparsity <- factor(spars, levels = c("0.0", "1e-06", "0.001")) - - lr <- as.numeric(paste(df$learning_rate)) - lr <- paste("Learn:", lr) - lr_levels <- paste("Learn:", - unique(sort(as.numeric(gsub("Learn: ", "", lr))))) - df$learning_rate <- factor(lr, levels = lr_levels) - } else if (algorithm == "Tybalt") { - # Order batch size and epoch variables - df$batch_size <- factor(df$batch_size, - levels = sort(unique(df$batch_size))) - df$epochs <- factor(df$epochs, levels = sort(unique(df$epochs))) - - # Recode batch size and learning rate variables for plotting - df$batch_size <- - dplyr::recode_factor(df$batch_size, - `25` = "Batch: 25", - `50` = "Batch: 50", - `100` = "Batch: 100", - `150` = "Batch: 150") - - df$learning_rate <- - dplyr::recode_factor(df$learning_rate, - `0.0005` = "Learn: 0.0005", - `0.001` = "Learn: 0.001", - `0.0015` = "Learn: 0.0015", - `0.002` = "Learn: 0.002", - `0.0025` = "Learn: 0.0025") - } - return(df) -} - -# Store base theme for plotting -base_theme <- theme(axis.text = element_text(size = rel(0.5)), - axis.title = element_text(size = rel(0.7)), - axis.text.x = element_text(angle = 90), - strip.text = element_text(size = rel(0.5)), - strip.background = element_rect(colour = "black", - fill = "#fdfff4"), - legend.text = element_text(size = rel(0.6)), - legend.title = element_text(size = rel(0.8)), - legend.key.height = unit(0.5, "line")) - -plotFinalLoss <- function(select_df, algorithm, dataset, output_fig_dir, - plot_converge = FALSE) { - # Plot the final validation loss at training end for each set of parameters - # - # Arguments: - # select_df - a processed dataframe of final validation loss - # algorithm - a string indicating the algorithm to be plotted - # dataset - a string indicating the name of the dataset - # output_fig_dir - the location to save the output figures - # plot_converge - boolean to determine if figure is replotted and saved - # - # Output: - # A ggplot object of the loss at the final parameter combination - - # Set title - title <- paste0(dataset, " - ", algorithm) - if (plot_converge) { - title <- paste0(title, " (Remove Unconverged)") - } - - p <- ggplot(select_df, aes(x = as.numeric(paste(num_components)), - y = end_loss)) + - scale_x_continuous(breaks = c(5, 25, 50, 75, 100, 125)) + - xlab("Latent Space Dimensionality") + - ylab("Final Validation Loss") + - scale_shape_discrete(name = "Epochs") + - theme_bw() + - base_theme - if (algorithm == "Tybalt") { - p <- p + - geom_point(aes(shape = epochs, color = kappa), - size = 0.8, - alpha = 0.7, - position = position_jitter(w = 5, h = 0)) + - scale_color_brewer(name = "Kappa", palette = "Dark2") + - facet_grid(batch_size ~ learning_rate) + - guides(shape = guide_legend(order = 1), - color = guide_legend(order = 2)) - } else { - if (dataset %in% c("TARGET", "GTEx")) { - p <- p + - geom_point(aes(shape = epochs, size = sparsity, color = batch_size), - alpha = 0.7, position = position_jitter(w = 5, h = 0)) + - scale_color_brewer(name = "Batch Size", palette = "Dark2") + - scale_size_manual(values = c(0.8, 0.4), name = "Sparsity") + - guides(shape = guide_legend(order = 1), - color = guide_legend(order = 2), - size = guide_legend(order = 3)) - } else { - p <- p + - geom_point(aes(shape = epochs, size = batch_size, color = sparsity), - alpha = 0.7, position = position_jitter(w = 5, h = 0)) + - scale_color_brewer(name = "Sparsity", palette = "Dark2") + - scale_size_manual(values = c(0.8, 0.4), name = "Batch Size") + - guides(shape = guide_legend(order = 1), - size = guide_legend(order = 2), - color = guide_legend(order = 3)) - } - p <- p + facet_grid(noise ~ learning_rate) - } - - p <- p + ggtitle(title) - - if (plot_converge) { - converge_fig_file <- paste0("z_parameter_final_loss_converge", algorithm, - "_", dataset) - converge_fig_file_png <- file.path(output_fig_dir, - paste0(converge_fig_file, ".png")) - converge_fig_file_pdf <- file.path(output_fig_dir, - paste0(converge_fig_file, ".pdf")) - ggsave(converge_fig_file_png, plot = p, height = 2.5, width = 5.5) - ggsave(converge_fig_file_pdf, plot = p, height = 2.5, width = 5.5) - } - - return(p) -} - -plotOneModel <- function(one_model_df, algorithm, dataset) { - # Plot a combination of training curves given a single model over dimensions - # - # Arguments: - # one_model_df - a processed dataframe of full training curves - # algorithm - a string indicating the algorithm to be plotted - # dataset - a string indicating the name of the dataset - - # Set title - title <- paste0(dataset, " - ", algorithm) - - p <- ggplot(one_model_df, - aes(x = as.numeric(paste(train_epoch)), - y = val_loss)) + - scale_color_brewer(palette = "Dark2") + - facet_wrap(~ num_components) + - ylab("Final Validation Loss") + - xlab("Training Epochs") + - theme_bw() + - base_theme + - theme(legend.key.height = unit(1, "line")) + - ggtitle(title) - - if (algorithm == "Tybalt") { - p <- p + geom_line(aes(color = kappa), size = 0.2, alpha = 0.7) - } else { - p <- p + geom_line(aes(color = noise), size = 0.2, alpha = 0.7) - } - - return(p) -} - -plotBestModel <- function(best_model_df, algorithm, dataset, output_fig_dir, - save_plot = TRUE) { - # Plot and save the training curves of the best models for each algorithm - # - # Arguments: - # best_model_df - full training curves of subset best models - # algorithm - a string indicating the algorithm to be plotted - # dataset - a string indicating the name of the dataset - # output_fig_dir - a directory of where to save figure - # save_plot - a boolean if the plots should be saved to file (default: TRUE) - # - # Output: - # A plot of the learning rates for the best model across z dimensions - - # Set title and output - title <- paste0(dataset, " - ", algorithm) - best_model_fig_file <- paste0("z_parameter_best_model_", algorithm, "_", - dataset) - best_model_fig_file_png <- file.path(output_fig_dir, - paste0(best_model_fig_file, ".png")) - best_model_fig_file_pdf <- file.path(output_fig_dir, - paste0(best_model_fig_file, ".pdf")) - - p <- ggplot(best_model_df, aes(x = train_epoch, y = loss)) + - geom_line(aes(color = num_components, linetype = loss_type), size = 0.2) + - xlab("Training Epoch") + - ylab("Loss") + - scale_color_brewer(name = "Latent Dimensions", palette = "Dark2") + - scale_linetype_manual(name = "Loss Type", values = c("solid", "dotted"), - labels = c("Train", "Validation")) + - theme_bw() + - base_theme + - theme(axis.text.x = element_text(angle = 0)) + - ggtitle(title) - - if (save_plot) { - ggsave(best_model_fig_file_png, plot = p, height = 2.5, width = 4) - ggsave(best_model_fig_file_pdf, plot = p, height = 2.5, width = 4) - } - - return(p) -} diff --git a/1.initial-k-sweep/visualize-parameter-sweep.ipynb b/1.initial-k-sweep/visualize-parameter-sweep.ipynb deleted file mode 100644 index dff26fb4a..000000000 --- a/1.initial-k-sweep/visualize-parameter-sweep.ipynb +++ /dev/null @@ -1,1670 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Interpretation of Compression Models\n", - "\n", - "**Gregory Way 2018**\n", - "\n", - "Visualizing results of `Tybalt` and `ADAGE` parameter sweeps over z dimensions across three different gene expression datasets.\n", - "The datasets include `TCGA`, `GTEx`, and `TARGET`.\n", - "\n", - "First, to summarize the parameter sweep into a single file run:\n", - "\n", - "```bash\n", - "bash scripts/summarize_sweep.sh\n", - "```\n", - "\n", - "## Structure:\n", - "\n", - "The notebook is ordered first by dataset, and then by algorithm. Specifically, the first section is: `Part 1A: TCGA - Tybalt` followed by `Part 1B: TCGA - ADAGE` and then `Part 2A: GTEx - Tybalt`, and so on.\n", - "\n", - "## Output:\n", - "\n", - "Several figures describing the results of a parameter sweep over latent space dimensionality for both Tybalt and ADAGE models in each dataset." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "suppressPackageStartupMessages(library(ggplot2))\n", - "suppressPackageStartupMessages(library(cowplot))" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "set.seed(123)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "`%>%` <- dplyr::`%>%`" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Load Functions and Constants" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "source(file.path('scripts', 'viz_utils.R'))" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "# Set input file names and output directories\n", - "tcga_adage_file <- file.path(\"results\", \"param_sweep_adage_TCGA_full-results.tsv\")\n", - "tcga_tybalt_file <- file.path(\"results\", \"param_sweep_tybalt_TCGA_full-results.tsv\")\n", - "tcga_fig_dir <- file.path(\"figures\", \"tcga_results\")\n", - "\n", - "gtex_adage_file <- file.path(\"results\", \"param_sweep_adage_GTEX_full-results.tsv\")\n", - "gtex_tybalt_file <- file.path(\"results\", \"param_sweep_tybalt_GTEX_full-results.tsv\")\n", - "gtex_fig_dir <- file.path(\"figures\", \"gtex_results\")\n", - "\n", - "target_adage_file <- file.path(\"results\", \"param_sweep_adage_TARGET_full-results.tsv\")\n", - "target_tybalt_file <- file.path(\"results\", \"param_sweep_tybalt_TARGET_full-results.tsv\")\n", - "target_fig_dir <- file.path(\"figures\", \"target_results\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Part IA: The Cancer Genome Atlas - Tybalt" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "# Load and Process Data\n", - "tcga_tybalt <- processParamSweepResults(param_file = tcga_tybalt_file,\n", - " dataset = \"TCGA\",\n", - " algorithm = \"Tybalt\",\n", - " output_fig_dir = tcga_fig_dir)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 1) Final Validation Loss (TCGA, Tybalt)\n", - "\n", - "Describe final validation loss for all hyperparameter combinations across the number of latent space dimensionality (x axis)." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": {}, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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xtuS5ZlURQ5UbMjzkiSxK4omEV9Pl9aWprZ0+VgMCgIglmUFU96errZE2K/38+5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lgoqIosiWkuIqlYqmKluqqJV7BoaUnYHW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pVq1a9erVs9YyPgAAIABJREFUCwAGDRr04YcfXrp0yWw2G43G1NRUAEhP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- "text/plain": [ - "plot without title" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "tcga_tybalt$final_val_plot + theme(text = element_text(size = 15))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 2) More Detail of Single Training Curve (TCGA, Tybalt)\n", - "\n", - "Plot more detail of a single `learning rate` and `batch size` combination across all learning `epochs`." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": {}, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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Nq0qsQfAcZYcwui63o0GlUUxZHF1HXd7/enHqE0TdM0TVVVv9+felWapgUCAQer\ncmrn7Mg6j0ajAlYViUR0Xfd4PI22TFVVU2/cnTL8HDuZyZxgHDsAAABwhQwPdgqTUj/OAgAA\nANAmZHiwkxlDrAMAAACXyPBgp1AJh2IBAADAJTI92EkSjsQCAACAS2R4sJMJQ48dAAAAuESm\nBzvGLHTZAQAAgDtkeLCjlFJKcWEsAAAAuEGGBztCCCEWgh0AAAC4QeYHO0a5ZSLYAQAAQObL\n/GBHCLeQ6wAAAMAFMj/YUWpZJu4lDAAAAJnPBcGOEPTYAQAAgBtkfrAjlJuGke4iAAAAAFqd\nC4IdI5aOYAcAAACZzwXBjlLL1NNdBAAAAECry/xgRyUajUbTXQUAAABAq8v8YMco03UEOwAA\nAMh8Lgh2MtVwjh0AAAC4QOYHO4oeOwAAAHCHzA92kixpUS3dVQAAAAC0uswPdpRJmolgBwAA\nAJkv84OdLFFdw3AnAAAAkPkyP9hRxjQdwQ4AAAAyX+YHO0mWTAPBDgAAADJf5gc7mSHYAQAA\ngCtkfrBjihzFOHYAAADgApkf7GRJsgwEOwAAAMh8mR/sJCabCHYAAADgAi4IdqqiI9gBAACA\nC2R+sJOZZJpmuqsAAAAAaHUuCHaKYppWuqsAAAAAaHWZH+w8imLiqlgAAABwgcwPdkxSLQs9\ndgAAAJD5Mj/YKYqEYAcAAABu4IJgJyumgYsnAAAAIPNlfrCTVdWyeLqrAAAAAGh1mR/svLJq\n4apYAAAAcIHMD3ayqnKMYwcAAAAu4IJgpygWp+muAgAAAKDVZX6wo5JMcY4dAAAAuEDmBzsm\nyQS5DgAAAFzABcFOVjjGsQMAAAAXyPxgR5hEOYIdAAAAZD4XBDsqERyLBQAAABdwQ7CjuCYW\nAAAA3KDVg11JScnll19eUlJiP9y9e/cdd9xx2WWX3XfffYcPHz7WiQAAAADQnNYNdpzzuXPn\nappmP9R1/eGHH77gggteffXVwYMHP/3008c0MZU6Ul4UgFa0d091bW003VUAAECb17rB7p13\n3unevbvH47Efbtu2zev1TpgwQVXVyZMn79q1q6SkJPmJLa+DUhPXT4DAImHD0LGJAgBAqlox\n2B06dOjDDz+87rrrYlMOHjzYvXt3+29Jkjp16lRcXJz8xBZXwgg1MOIJCIxSim5lAABIndxK\n7VqW9dRTT914441+vz82MRKJeL3e2EOPxxONRpOfGHv4zjvvzJ07N/YwEAhUVmbZpoQAACAA\nSURBVFY2nD+Gc24Xc7i8LEtWU1kiu6lQKJRKIw2bqqiocKopp6qilDpYVX19vSNNmaYpYFWG\nYTSqqra2NvFLEiwIpUTTdKcWs+GHJUWapjlVVeyUjNQ5WJWu66m3Y4tGo44so1NV2Rt8JBJp\ntD0k3lANw4hGowlWbzgcjkQijpRXWVnpSDuEkFAoFA6HHWnNkapsoVDIqZ2zIxu8rb6+Xqiq\nYnvmRjtnR4p0p9YKdm+++WbPnj1PPvnkhhM9Hk/DHV80GvV6vclPjD1UFCU7Ozv20LIsxhhj\ncXofTdMkhDBKTW7FnSF59sbnyCW2/6kqtXpsqCp5DlZlWRZpUlUyRTY3D2OUc+7IYlqWRSlN\nfTE553bWF6oq4ugmkdnrinNuN3VMG6r91nHncXwxnfpcx13MtFdlryundjjOViXUurIsK+66\nwoAWLdZawW716tXl5eVr164lhEQikTvuuOOOO+7o3r37hx9+aM9gmmZpaWm3bt1kWU5yYqzx\n888///zzz489nDRpUl5ens/na1pGVVWVZVmSJGXl5rTzZTedIXmRSIRzHvddjpX9i7Bdu3ap\nN2X/SHWqKkqpI1WFQiHGWNw+1GNVUVHBGBOwKkmS8vLyGk486velJElxF4RzTkiZLCuOLGYw\nGPR4PIqipNiOZVmVlZWKouTk5KReVV1dndfrdaoqVVUb/rRrsdraWr/fL8up7gZN06yqqhKt\nKsMwqqurPR5PVlZWw+mNHjYiSZKqqnE3RV3Xa2pqvF5vIBBIsTZCSHV1dW5ubupf3pqm1dbW\n+ny+hkeHWqyqqiovL8/BqpzaOTuyc4hGo3V1dX6/X6iqIpFIMBj0+/2Nds6OFOlOrRXsZs6c\naf+wJoTccsst06dP79u3ryRJdXV1q1atGjdu3JIlSwoLC7t27dqxY8ckJ7a4GEapZhoOLRmA\n8yj9T4ciAABAKlrr4on8/PxO/4tSmp+fb/9enzFjxooVKyZPnrx58+Z77rmHEJL8xBajlOqW\n6cyCAbQCSqllIdgBAECqWqvHrqElS5bE/u7Tp8+cOXMazZD8xJahhOi4KhYExhiuigUAAAe4\n4JZihDBCNdOxa98AHIdDsQAA4Ah3BDuJ6zoOxYK4cCgWAAAc4YpgJzFJ13G/JhCXdeQ7q96x\n0bMAAMC1XBHsGKOa7tjgqACO48FyrjkwvCoAALicK4KdJLFo1IGh0gFaCWPMMnG2AAAApMot\nwc4wMI4diIsywnHhNgAApMwVwU6WmK6hxw7ERZlEcO0EAACkzBXBjkmyrqHHDsRFKTExhjYA\nAKTMFcFOYsw0MI4dCIwyguFOAAAgZa4IdrLMdAxQDAKjjOIcOxBfdO0L6S4BAI7CFcFOkmRT\nQ7ADcUlMMhHsQHhWuIbgFikAYnNFsFMUydAR7EBclDGOQ7EgPEoZ5/gFAiA0VwQ7WZYtExdP\ngMAw3Am0CZQRBDsAsbki2ElMNgxccgjiohTDnUAbwAlFsAMQnCuCnaLKpo4eOxAXZdRCjx2I\njzKCDRVAbO4IdpJsWQh2IC4mMQQ7aAMYDsUCiM4VwU6SJWJiZwTiopThYkMQH6WM4KQBALG5\nIthRiVFccggCo4ziYkNoA3DxBIDwXBHsmCSjxw5ERqlkmfjtAcKjjJu4EA1AaK4IdrIiU5zA\nBAKjMuU4FAviwzl2AMJzRbCTJIXgRyYIjFGGceygDcAAxQDCc0WwY4qES/RBZJRJ6LAD8VGc\nYwcgPFcEO0mWOU5gAoHh4gloGxDsAITnjmCnqARXxYLAcK9YaBswQDGA8FwR7GRFRrADkTEm\nWTgWC+KjuKUYgOhcEeyYolCLmNgfgbAoRY8dtAG4eAJAeK4IdrKiMk4MHEEAUTEZF09AW4BD\nsQDCc0WwY7JMLaJbGPIEBEUZxb1ioQ1guKUYgOhcEewkVaUcwQ7ExZiMr0sQH8U5dgDCc0Ww\nk1WVWkQ3jXQXAhAfpbjzBLQFGO4EQHiuCHaSohBODHxxgrAkDHcCbQGCHYDwXBHsmKxQTnUL\nPXYgKCZJFr4vQXwMF08AiM4VwY4QQgnRsT8CUVEmIddBW4BbpACIzjXBjlKcYwfiorjYENoC\nHIoFEJ5rgh0hOvZHICpOKME5oCA+yjiGFwAQm2uCHaUG9kcgKsok9NiB+CiTcI4dgOBcE+wI\n1U0EOxAVZeixgzaA4ZZiAKJzS7BjlOocwQ5EhWAHbQMGKAYQnVuCHSW4VywIDHdqgjaBMooN\nFUBsrgl2lGq4KhZERZmEjhBoA3BVLIDwXBPsCMW9YkFYuCoW2gYMUAwgPLcEO0apgR+aICyM\nYwdtAsXFEwCic1OwQ48diIpSxtFjB8KjOBQLIDy3BDtJIlokmu4qAJpBaborAEgCgh2A8NwS\n7Jgk6TqCHQBACijjGBAUQGxuCXayxExNS3cVAABtGUOPHYDo3BLsFFnWdT3dVQAAtGEUF08A\nCE9OdwEO4JzX19db8S7CtyzLfpZQK1xfX19f3+J3MU2Tcx73XY6VfZp8KsXEGIZBCBGtKl3X\nGWOmE4ds7HXu4LpypCpCSNOqQqFQgvmPviD2hpoywzA451rK/dP29mCaplNVRSIRp6oyDMOR\nqkzTDIfDjKX6+1bMquzdQtOqIpFI4lc1tyCWZRHKTEN3ZDEty0r8kUmS/YnWNM2Ry4/sDylN\n+ZzXWFVO7Zyd2rSIeFXZe+ZoNNpo55z67sK1MiHYEUJkWZblOMtifz5lWVZlxbKMuPMkiXPO\nOU+lhUYcacr+fIpWlWmajDFHmqKUUkqdWldONUUIadpU4pYTLEjsC8mR2gzDkCRJkqQU27Gr\ncmqNOVuVU1uXruuOVGV/DJ1aV05VZX9NNq0qccsJNlTTNO07TziymJqmSZKUeoSyObjDkWVZ\ntKqIQzsHZz8+xLmq7G2+UWup/7ZxrUwIdpRSj8fj8XiaPhUKhTjnHo9HVVXJMuPOkyQ72KXS\nQoz9K8eRpuxvFKeqstdk6k3Zwc6RpoLBYFupSlXVxK9qbkE458FgkDi0mLquK4qiKEqK7dib\nllNrTNM0AauKRqOqqqb+5WT3a0qSJFRVhmGEQqGmVSX+V6CUNrcguq4TxiSHNtRwOOzxeFKP\nUJTScDgsy7IjVYVCIQGrqq+vd6QdQkgkEhGtKjtuNq3KwQ4Lt3FLImYyoyZODQEAaDlOKC6e\nABCcW4KdJDGK/REAQApw8QSA+NwS7JjEiIH9EQBACjBAMYDw3BLsJFnGoVgAgFRQxriFe98B\nCM09wY4RDJgOAsM9xaANQI8dgPDcEuyYJBP02IHYHBmIC6D17D+kI9gBCM4twU5SZGriWxPE\nRSlHsAPBHTqs416xAIJzS7CTJRmnhoDIGMaRAOFRRi38/AAQm1uCnaTI1LLQIwLCojgUC8Kj\n+P0BIDy3BDsmS5LJDSdukAfQOpDrQHSMMguHPgDE5pZgJykq41TnODsEBEUpx0EuEBxjzMJV\naABic0+wk6llGRaCHQiKUoLTQEFwlDGOq9AAxOaaYCfJzKIarucCUVFC0GEHomMUZwwACM4t\nwU5WVcqpgdN+QVSUYLgTEJ3EmIW9KIDY3BLsmKJQi+g4FAuiohQ9diC6b6t/xM8PAMG5JdjJ\niswsjmAHwqKU47R0EFzENCwDWymA0NwS7JiiEE5000h3IQDxUUI4DnKB2KhETfz8ABCbW4Kd\nLKvEwjl2IC6KgSRAeIxhLwogOrcEO0lVCA7FgsAoJRzbJ4iNUsYxzDuA2NwS7JiiUE4w3AkI\nizFqYfsEsTGZ4f49AIJzTbCTFMI5BigGcVGKQ7EgOEoljq0UQGxuCXaEUkqIjrNDQFSMURyK\nBcExiZoY7gRAbK4JdoQwSnFVLAiLUoarYkFwlFDc9w5AcC4KdoQQHIoFMdVoYYtYGEgCBCcx\nhg47AMG5KNgxSnEoFsT0Wdm+iGUQXDwBYmOMmhZNdxUAkIiLgh0lFD12ICaFSRwDFIPwGCXY\nRgEE56ZgRymGOwExSZRZuKUYCI8xauFYLIDYXBTsGMWY6SAohTFOMY4diI5J1OQ4FAsgNBcF\nO0qIhqtiQUgSZZwSjOkPgpMo4+ixAxCbq4IdzrEDQSlM4oRbCHYgNkaIiVwHIDYXBTtGKe4V\nC2KSGeOEItiB4JhEOQ7FAojNVcGO6ziHCYSkUMliHMOdgOAYZRigGEBwLgp2ssRMXU93FQBx\nyIxxYqHHDgQnM4ZDsQCCc1GwYxKjGE4ChCQRyinDvWJBcEyiyHUAgnNTsGOMGPjiBBHJTDKJ\nZaEzBMTGCH4dA4jORcFOkilFsAMhKUzilHGO7ROEJkuMUxd9awC0RS76iEqShJPTQUwyZSbh\n6LEDwTFGOa6eABCbi4IdkxhDjx0ISWaSiXHsQHgSZdhGAQTnomAnyYzglmIgJJlSi3LceQIE\nJ0kUGymA4NwU7CQJPXYgJplJFiW4WRMIjmG4EwDhuSrYMY4LukBICpMswi2cAwpis2+Rku4q\nACARFwU7JknMsNApAgKSKDUIwWnpIDiZMctCsAMQmpuCnSwxTkycZgfikSjDoVgQH2MYoBhA\ndC4KdrIiSxbXMLg/iIlRCxsniE2mFIdiAQTnomAnyZJkcQPfnSAkThkOxYLgGGPoVgYQnIuC\nHZNkiVMN56eDmCixEOxAbLLEsJECCE5uvaY//vjjRYsWVVZW9u7de+rUqb179yaE7N69+5ln\nnjl48GDfvn3vuOOOLl26HNPEVCiqTA1u4Bw7EBKlFOPYgeAkSi1OCOeE4oAsgKBaq8euuLh4\n/vz5995779KlS0eNGvWXv/yFEKLr+sMPP3zBBRe8+uqrgwcPfvrpp49pYoo8Pg8zuI5DsSAk\nzhgungDBSRLlnBKCDRVAXK0V7Lp37z5//vw+ffpYlqVpWlZWFiFk27ZtXq93woQJqqpOnjx5\n165dJSUlyU9MsSRfTi6PaAh2ICbOCHrsQHAyk01KcQsfAJG11qFYSml2dvZ33303Y8YMzvlD\nDz1ECDl48GD37t3tGSRJ6tSpU3FxcWlpaZITCwoK7CmapkUikYZvxzlP0NthP6Xm5JGorhl6\nKv0iDvapoKkMayqZluPO85+JlJoOjbOY+OOQfCON/ki9QVSVfIOtV1UqG6osUYszyzQplVIs\nL8lKkmzEkTXWsEFHGkFVyTfStCocwWixVjzHjhAyYMCAJUuWrF69eubMmfPnz49EIl6vN/as\nx+OJRqPJT4w9fOeddx599NHYwy5dulRWVjacv5GKigpCiGkSPRwtr6rqYCktXqL6+voWvzZu\nVY4Qs6pgMOhIO6ZpCliVYRiNqqqtrU0wP+c88YJYnEfCYUeWtNHPnlRomubUym/4EU69Kada\n0zTNkXaIqFVFIpFG20NdXV2C+Q3DiEajzf2jS5SZnFRWlBPZk3ptlZWVqTdiC4fD4XDYkaYc\nrCoUCoVCIUeacnAfKGZV9fX1jb7InPoHdaHWDXaMMULI+PHjly5dunnzZo/H03CHFY1GvV5v\n8hNjDwsLCydMmBB7uH37do/H4/HE2dFomsY5/89THg8jElOkuHMelWmahBBJcuB3ajQapZSq\nqpp6Uw5WZa9w0apqQ+vqqNsVpbS5eaLRKGeUMtayjbMhwzAYY/ZHLxWcc03TGGOK0vIfQq1U\nlSRJsuzAvkvXdVmWacrXATi7rpyqyrIsXdebrqvERdr/THG3Q8uypGiUEKoqMlVT3VB1XXdk\ndTW3mC2jaZojexu7KlmWndrhZHBVpmkahtG0KkeKdKfWCnbr16//6KOPZsyYYT/UNM3v9wcC\ngQ8//NCeYppmaWlpt27dZFlOcmKs8VGjRo0aNSr2cNKkSVlZWT6fr2kZVVVVlmVlZ2fbD2Um\nyR5P7OExiUQinPO473KsdF0nhLSsjEbs3zSOVFVZWWkfQE+9qVAoxBhL0IeaPPv7UrSqKioq\nJElqVJWV8Aw5SmlzC8I5j0ajTJZlWUl9SYPBoMfjSf0r07KsyspKWZYdWfl1dXVer1e0qmpr\na/1+f+qBwDRNTdMUxYF/PgerMgyjurpaURT7FOeYxLsLO57GXRBd16tD9ZyyrICfeVNd0urq\n6qysrNTzq6Zpuq57PB6/359iU4SQqqoqZ6tyaufsyKYVjUYFrCoSiQSDQa/X22jnnPqvXNdq\nrYsnBgwYsH379g0bNhiG8frrr0uSNHjw4CFDhtTV1a1atcowjMWLFxcWFnbt2jX5ialXRSk1\nTD31dgAcJzPJNHBlDwhNkSSLM4KrfAAE1lrBrn379n/4wx8WLFgwZcqUTZs2Pfjgg3YvwowZ\nM1asWDF58uTNmzffc889hJDkJzpA8ZjhGmeaAnAUkyQT35cgNkYIJ4TjqlgAgbXiOXbDhw9v\nOv5cnz595syZ0+KJKWKqV69z7MRYAAcpsmzi+xLEJjHJIgTDnQCIzEW3FCOEqD6vUYceOxAR\nZZJp4vsShEbt/yHYAQjMZcHO70ewAzEpssJxG04QHqfosQMQmruCnTc7YNY5M4wZgLMkJpu4\nLQqIDzc1BhCby4JdVo7h0MCMAM6SZIqLJ6AtwKFYAKG5K9j5c/PMegxmDSKSZcXCLXRAeLgq\nFkBw7gp23oDf1HC0C0SkMNnCxRPQBlCMYwcgMncFO79X1S3cpQRExJhsoSMExEdxKBZAaO4K\ndj6PaiDYgZBkScYRLhAfxzl2AGJzV7ALeJUo91oarp8A4chM4TjHDsSH4U4AxOauYOf1yjrz\nWfVV6S4EoDFZVjCKBLQFGO4EQGjuCnaKIunMa9bjrmIgHInhUCy0ARigGEBw7gp2lFJT9qDH\nDgQkM2YRHIoF8VGOkbQBBOauYEcIsWTFiuDmEyAcWVLQEQJtAK6KBRCb64Idp4wb0XRXAdCY\nLOEcO2gDcFUsgOBcGOwkBDsQkCLJuCoW2gT8AgEQmfuCncy0iJbuKgAakyUZtxSDNgCHYgHE\n5rpgR1WmRfV0VwHQmEwZx8UT0AYg2AEIzXXBjitSNIweOxAOgh20DYxgXB4Akbku2DFVikaN\ndFcB0JjCJByJBfFRRnUdu1AAcbku2EleNRpFjx0IR2YSeuxAfIxSw8Q4dgDicl2wk70KTrED\nAcmU4qpYEB9lzDTRYwcgLtcFO49XCuuuW2oQn0QZYh2IjzKmG+ixAxCX6yKO6pfqdSndVQA0\nRtFjB20BpcSy0GMHIC7XBTufXw5pcrqrAABokyilBnrsAATmumCnyoqJS/VBSJTSdJcAcBSM\nUtNCsAMQl+uCncxwJhMAQAsxiVm4KhZAYK4LdgqTKDUNA712AADHjlETRz0ABObGYKdKeigY\nSXchAABtj8SoiR47AIG5Mdh5fLyuJpTuQgAao4TgwlgQnCRJOnrsAATmvmAnSYrC62vq0l0I\nQFMWch2IjlJuIdgBiMt9wY5KspfX1YbTXQhAY5QSbiHZgdAopaaBcewAxOW6YOeVFerl9XXR\ndBcC0ATFoVgQnSwxE1spgMBcF+zyPD6NGuEQLp4A4VDCdRzkAsFRZuEcOwCBuS7YtfcGgtzk\nuKoLxMMI0XB7dRAbZcTiCHYA4nJdsMuSPfWcEoycDuJhjOD26iA4WZINE4diAcTlumBHKbVk\nRZXMSARdIyAWSikGkgDBUYlhHDsAkbku2BFCTEnxKUZ9UEt3IQD/RSZcN/V0VwGQiMwYrt0G\nEJkbg52q+hVFq69HsAOxoMcOxMdkmeNUFgCBuTHYZftzLF4fQrADwTBGozp67EBojFIL59gB\nCMyNwS7Ll2MadTjHDkQjMRo1MMIiCI0xycRVsQACc2Owy/HlGFYwEkbXCIhFkqSQhs0ShMYk\nhh47AJG5MdjlZufpWi167EA0EmURHTe7A6HJErMwjDaAwFwZ7Hx5ulGr6zj/F8SiKFI4ikOx\nIDSJyRigGEBkbgx2ef68aDSU7ioAGpOpFMY5diA2ypiF4U4ABObGYKd4fNTEJbEgHI/CwhFs\nmSA0WZIR7ABE5sZgRyWFWgYhhHPsnkAgHplFMNwJiI1JzMKeE0Bgbgx2hBBKCJOpruNMERCI\nV5WiUQQ7EJokMY5htAEEJqe7AAdYllVbW6tpcY5hWZbFOa+pqWk0XeYkbITLSiuzstXk34UQ\nEvddjpVlWZTSplW1rCniUFWc87jrqgVM06SURp24DoBzblmWg+vKkaoIIaZpNqqqtrY2wfxH\nXRDDMKhl1AdDKS6saZqGYVBKU2mE/G9/tq7rTm0S9laRelPEuaoMwwgGgwKuKwer0jStUVX1\n9fWJ373pSxo2yDnXdSP1JTVNM/FHJkn25zoSiehO9Hbb3yapt2Ovq0gk4tRXhoP7QDGrCofD\njXbOkUgk9cbdKROCHWMsEAj4fL6mT9XW1lqWlZWV1Wh6lsdf45cZU5s+1ZxoNMo593q9qZZL\niP1hSP6tE7A3faeqopQ6UlU4HGaMeTye1Juqrq5mjDm1riilrVdV4jujU0qbWxDOeXV1tSRJ\nXp8qmVKKCxsKhVRVleVUP9r2XluWZUdWfn19vcfjcbCqQCCQelXBYNDn80mSlGI7dkYRsypF\nUfx+f8PpcXeVMYwxRVHi/qMbhlFXV6d6vI58JGtrawOBQOr5Vdf1YDCoqmri5UpXVU7tnB35\nGGqaVl9fL1pV0Wg0FAp5PJ5GO2dVTbbbBRrJhGBHCJEkKcF+sOlTfkUtVwxd58nvPRljnB/D\n/EflSFOMMaeasjlVFWNMtKrsaOVUVZTSRk0l03Lceewf95RSjyJRPdWFdWox7e+2pouJqhK0\nJlRVse2qUVP2TiPBuze3IHbPiiJJluXAR9J+l9QjlP2DysF/R2GrSr0R+5++rVSVeEOFBFy6\n4lQmRakZxRjFIBJJohxj+oPYJFnGZWcAInNrsJNkQzLCuKsYiERVJG7gKxOEJksShjsBEJlL\ng51HVjSmR6PosQOBMIlSi+AO6yAyxhhx5hoYAGgVLg12qurXeBi3iwWhqF6PbJCIgc0SxKVI\njHMkOwBxuTXYeQKaEYxGcCgWBKL4fLLFw7gtCghMYgzD2AGIzKXBjikeYmo4AxiEInm8smmF\ndQQ7EJdMGcexWACBuTTYUdnDLHTXgViYJyBbVtjElgnikhjDT2IAkbk12CkeCf0iIBjm8Uvc\nDBsIdiAuWZYsHIoFEJhLgx2TVWYZjFETZ4uAMJgnIHMeMvCTA8QlS8xy6NZwANAaXBrsqOzx\nUS55JVwYC+Kgik/iFnrsQGSUEsJd+sUB0Ca49PNJFY+fcypz3HwCxMFUv2QZISN69FkB0gSd\ndQCCc2uwkz0BSizJioQR7EAU1ONnFs6xA6FRSnDxBIDIXBrsWKCdPxq0FCuMoexAGFRSZMLr\ndfTYgbgoo9ytXxwAbYJLP59q1xOzKosN2YrgdrEgElkioQgungBxMUbRYwcgMpcGOyopiuLh\nVjAUQrADgXglEtZwegCIi1KKE+0ARObSYEcIUXueTMu31dejdwQEIkucGxiCBwAAWsi9wc7f\n+yfK4c26Zqa7EID/IzELo78CAECLuTfYZeV2tuqrCMHZIiAQmRGKHjsAAGgpFwc71VuV282s\nq0h3IQD/R/F4WBTnfQIAQAu5N9jJlJV1G8zLdmg4Vx2EIXsUpuvoRgYAgJZxb7AjhESyOvj8\ncvXebekuBOA/VI9XNYwIxigGAIAWaUmw45yHw2HHS0mL/MGjy794HyOpgyBkj6KaJGziYm0A\nAGiJpIId5/y555574403CCFffPFFt27dAoHA5ZdfHgqFWrm8Vhdon6vl9a3etTbdhQAQQojq\n9aqGVa8j2AEAQEskFezmzp178803b9q0iRBy2223GYZx2223ffDBBzNnzmzl8lqXKsmqV95M\nsrdtWZ3uWgAIIUT2eD0mqYq2+Z9MAACQFkkFu+eff/6WW27505/+dPDgwS+++OKPf/zj3Llz\nZ82atXjx4taur1UFZNVSrd1BPVRxIN21ABBCiOrz+wgtDwfTXQhAIhZOXwEQVVLBbs+ePT//\n+c8JIStXriSEFBUVEUKGDBly6NChVi2utQVU7w/hsvYsEDENbmGkYkg/2e9VLFoark13IQDN\nkiit1TLkNGuAzJNUsMvOzq6rqyOErFq1qkePHn369CGE7N+/v2PHjq1bXSsLyOrqkh3dfO0j\n2Z30iuJ0lwNAVG9ANgh67EBksqzWBKvSXQUAxCcnM9MZZ5zx2GOPVVRUvPHGG7/5zW8IIWvX\nrp05c+bYsWNbubzWFZBV3TLzPL463wkVh7YWdOyV7orA7ZRAwDBMzcTYiiAuSfXX1Bwh+d3S\nXQgAxJFUj91jjz1WXFx84403FhQU3HfffYSQSy+91LKstn7xRK7HN7qgDyEkt2Bgyd7vgnXR\ndFcEbucJZJmaTihNdyEAzZJVX23N4XRXAQDxJRXsBgwYsGvXrq1bt+7YsaNr166EkIULF27d\nurVv376tXF7rGtGxR1GvoR6vkp/fb8tuac9u3F4M0owqPm4aflnFiCcgLNUTqK8tS3cVABBf\nsgMU+3y+wYMHq6pKCOGcjxkzJjs7uzULO34CAcUqp5oVrSjDiU2QZlRWuWV28mWXhevSXQtA\nfKonEAniZzCAoNw+QDEhxOdTdm2tCHSt0+qq010LACGEdPBllUUQ7EBQHk8gWleZ7ioAID5X\nD1Bsy8n1DhrcKZrfiYbLNQ0nrUOaUUI6erPKQgh2ICjJ45ei2D4BBOXqAYpt3Qtzhw4vkHqc\npAZ3VFZgcCZIv46+7LIITgwAQflzc2hIT3cVABCfqwcobqggtxML8LL9uAUFpBknpL03UBmp\nT3chAPHld8jSIh6TW+kuBADicPUAxQ31y+tc1qPwyHfb0l0IuB2llHKL45ZNIKp27X2WlV0T\nxfENABG5eoDihnrl5C/OyhlY9QM3DSoltVoAWoOiyHooSCmzOGcY0A7E0z7frxnZ1Vq4vTeQ\n7loAoDFXD1DcSN/cjpGsdqE9G6JRIxrFVRSQHpKqaKH6dl5/tZYJV51D1TyMlQAAIABJREFU\n5vF4ZEJ9NfW4qxiAiJLqmrIHKN67d2+/fv3soewWLlw4atSojBnKznZqlxPe6Vi1499rP1U1\nj1+detnodFcEbqR61Gh5Sdes3OK6yvYe9IiAiBSPr7rqCCnol+5CAKCxYxugWJIk+2S7s88+\nO8NSHSGkMKtdjU/favUrDGwsNWv3H6wihPx4qLasFKexw/ET6HNy9dfv9yXm7moM7g+Cat/e\nW3m4PN1VAEAcyQa7r7/++uyzz/b5fDk5OV6vd+LEid98802rVpYWQ/oXHDhJHcPrzju567v/\n3rLvh6ptWw5v33ok3XWBi3Tv1bGq12WBz189VHlow/oDFeU4IAvC6dQhu7q0Nt1VAEAcSR2K\n3bx589ixY1VVveqqqwoKCg4dOrRs2bLRo0d/+eWXgwYNau0Sj6eze5z4s8IBnsK+/bZ/vDLQ\na88P5ePP6bv6oz2Gbqa7NHCLgq45m74tGTBkYmDL5/t5j6wsNb+DP91FAfyXgs756/aVpLsK\nAIgjqWD3xz/+sUePHmvXrs3Pz7enlJWVjR079oEHHli6dGlrlne8+WWVEEIKBga/fveCQfk/\nsCBjrHthbnFxTUFXfLnCcdKvX4eD4QA7sKH/Jfll+3EmAAinfef2Zggj8gCIKKlDsWvWrJk2\nbVos1RFCOnbsOG3atI8//rjVCkuznDOm9Ny99kCwsjwS7HVCu/0/4PovOH5O6NN+z95av+Sp\noqW4QBsEJGe1owZuPgEgomTPscvLy2s6JRjM2Lseye26EVm9OFz24bpFhIe+OXLggx+2p7so\ncAvG6KChnU8bdULZrrXZOd662mi6KwL4L5I/L4vVHyqvTnchANBYUsFu8ODBixYtajTxtdde\ny7AT7BrJHXtN57yCdvWV7/3z1kF9O+1cX/nyok+++HjTD7XlpSGcNQytq3ef/B4jxikHtnTq\nHCg9ghuug1io4u2ZFVn//b50FwIAjSV1jt3dd989adIkwzCuvfbarl27/vjjjy+++OLSpUtf\nfPHFBK/64osvXn755dLS0oKCguuuu2748OGEkN27dz/zzDMHDx7s27fvHXfc0aVLl2OaeDwx\nb7Zv4Lhz+o8JbfuIhraccfawz96d/eXagdk5Ew6Sqp/nj2jnCXQpyLQxX0AczJfj56Y/l+/f\nFerTr0O6ywH4L/070IX7y8iYdNcBAP8tqR67Sy+99KGHHnr77beLiopGjBhRVFT09ttvP/DA\nA9dcc01zLykvL58zZ87111+/aNGiyy677JFHHqmrq9N1/eGHH77gggteffXVwYMHP/3004SQ\n5CemhcyknKHnGVUl9eteHjN5zqRzT26/pXxiYPji1RvXb9hTXo4T26EV9Trl4s8/ebq2NpLu\nQgAay5KJHjV0E+eAAogl2XPsZsyYUVxcvHTp0r///e9LliwpLi5+8MEHE8xfWVl57rnnjhgx\nQpKksWPHer3eQ4cObdu2zev1TpgwQVXVyZMn79q1q6SkJPmJDixuS+WdfWvuBdOYN7vzqRM7\n6DvLN2641vep9+DcF99ctecIRumE1jJg5MU9ubH38HdaKFz3xVKj+sd0VwTwH0rnfr3Vuo17\ni9NdCAD8l2O4233nzp0vu+yy2MNgMFhdXd29e/e4M/fv379///7233v37q2vry8sLPz4449j\n80uS1KlTp+Li4tLS0iQnFhQU2FNKS0v37dsXey/LsnRdl+U4y8I5J4TougNXb1lU4qap68aw\nCy/SKw74+s/qEqwsfHfu2wsrvCO7d+rSbk9tmUzZFX1PKfDnlh4JEkI7dY5/PyjOOaXUkapM\n0yQOLSAhhHPuzLqyLKeaIm2nqqO23Ny721tpc88OLfr9jy/MfOGJbdmD6Jh9X3f/+UOE0gTv\nYlmWYTjQiWJZFvnfD5cjrTlSlb2unKqKc24Yht1mKpxdV05VZe8cmlaV+B+Cc97cgtgvjD3r\nHXHxgC1//mJ7+5/0iv8tkJi9wdOEG3My7KpM03Tqo+1IVfbKd7aq1BtpW1XZ06EFjiHYNfLC\nCy/ceeedR937lJWVzZ49+7rrrgsEApFIxOv1xp7yeDzRaDT5ibGHa9asefTRR2MPu3TpUltb\nq2laczXU1NQc06IlEIlEiJxHOudpNbWEyJ3Pu/2yHes+W7fNyskZ0WOY0t63aPvn7bRAflku\n5XTU6K6qKsVth3PucFUOcbCqcDjsSDvOriunqjJNs1FVtbWJLqmxvy8TLIhhGM09e9pF1/UL\nKl99V70muvzcr5Yr/c5MXFuCz8KxSlDVsXLqu8RuClUlSdO0RttDKJToXib292uCBYlGo7G9\ncfeRP/33ym3fndy7wJvdgjCU+CNzTBpWlSIHq4pEIk7tnJ39vhCwqnA43Gjn7NQ/qAu1PNgl\nY+/evbNmzZo0adLEiRMJIR6Pp+EuJhqNer3e5CfGHg4cOLDh6X3/+te/vF6vz+drWkAkEuGc\nx33qWNm/C5v2C/pPOe+Ck6zaPZv1XStL9nYa5B9xOBrd2uPgqKwTtm+tPn109yotJFOWrfxf\n/faHquESOV5VC0QiEUqpx+NJvSn7J68jVYXDYUqpI+vKwarirqujfhlTSpvbFMPhMGOs2ZXv\n6xXoTHI7dHj5gzEHtvxrUJ+RLJAff05CNE2TZZmxZM+yaA7nPBKJSJKkqmqKTQlbVTQaVRQl\nU6uyLCsajcqyrChKw+mJi2SMSZIUd0Nt2qBv4Kge6w/sffOZH6ziThN/P6zwGMZJiEajjuxt\nTNO0t65Gi9kyjfoUUqxKURSndjgZXJVhGLquN63KkSLdqRVX3ObNm5944olbb7311FNPtad0\n7979ww8/tP82TbO0tLRbt26yLCc5Mdby0KFDhw4dGnv4ySefBAKBuHsiTdMsywoE4h8SPSaJ\nM2L2iNFkxOiuP24vW7tU7dzD02XAJ0bt5trgl+/tz+qpBqXIJb1P6unNLy8P5eV57Z+2jlRl\n/8RxJLlGo1FKqSNVhUIhxpgjn/lIJMIYaxNVJT7CRSltbkE45+FwWJKkxIsZCASuv+yMea8F\no6+/MXjC+HZ9h+i65fE0/ghzzj0eT+pfcpZl2WHFkZVvWZbX63WqKlmWHanKNE2fz5f694dp\nmgJWZRiGncMaVZX4I8AYa25BdF23Q2fDZy+des2nn+ztFKg9+OWiZdIVV/YdmWTXna7rfr8/\n9YOedpekqqp+vwM3B9I0zdmqnNo5O7JpRaNRAauKRCK6rns8nkZbpiM/k9yptYLdkSNHZs+e\nPXXq1N69e5eXlxNCcnJyhgwZUldXt2rVqnHjxi1ZsqSwsLBr164dO3ZMcmIrleogteugbpfP\n0Cv2R4u3jC3ZMZJUV+p5BzfmRGng3W8+NwJZHfP9ZgUvHBjo2iHbm5P1nzuYASSnQ07W2KKh\n67fJB5av8rN1jCs9hw8Z8bNR6a4L3EuW2U/H99n8bYlePbj60/Il0a+uHDIy3UUBuFprBbsP\nPvggFArNmTMnNmX69Ok/+clPZsyY8eyzz86bN69379733HMPIURRlCQntg2UKh16KR16kREX\ntiOkKyFDCNHLfhj37fJIbVl9ZaS6Xe/1m/rtbVe10tzLA2Ty6acU5rRPd9HQZpzZrd+Yrn2/\nG1nyZen+stry0jXr9pVs6Dzu3K45Hbtn5cks/jmdAK2HUjr8/7N353FSVPfe+M9S1dXdsy9s\ns8CwCZFNgXhRVgWuKAQ14M5PvSZuJFG5Iu7ghk+ISlxicoM/r4CoCISgKEIU86CAKC6sigph\nWAcGZmG6p6drO+f5o+JkMgxNz3QNU9Pzeb948eo+VXXqWzXV1d8+derUuXl9u196YPX8v+74\n6cacPRd06t7SQQG0Xc2V2N14440NjnLXvXv3utleYwtbKbVd18yxv3Fe1/ywIaf0rzWiV2r7\nvAPVwdff2iD8vk5pWVnpQZ5OfKk0mKp1zsjqknbKTlTQxjFK+2Tn9cnOI4RU9qtZ/frfqt5Z\nYigl/7dzn7IOvf+zY8/eWito3oYkw9Pbt+87aPD6HZu/Cpvn2CPzzyKECCEZS/SyJgA0SqzE\n7uTnw9aFO1aaJtBzaHpWz5TKw2nczKo4fLZyKFxxtOREdegojdCOIaVjKc/6QrCqVNm5c2ZR\nfnaHYHr7QFpOIBVnRzhZZiDw8xvG79s7dN/e47n7tmbtKVkV3futn/XrXdB9yAW+FDwZBc6c\n4Nmjz8vtdnzRB0d/2L4kW5J2o8Nl7NLRvTt2SieE6Pu+1joPIDTRm0IAILZYid2QIei70zyY\nwrM7+7OzSVdCCMkkxBkGyg6XW8f3msf2mhWHjx2P/GOz7+A6rVjhemZqtY/5VINmZ+qZqcGA\nemF+r67puRFTl5YdUFy4FwxaL59P6dkrt2evXEJ664d2Djlesqz0+MaSQ1++tCA3x99r3PDO\neT05vk3hjNDad7182i2H95d/9cWW1L0rfH3Pefn98tsnn+/b+lfz+D790DfpF1zf0jECkMmT\nJ//lL38pKSk5808rPQNiJXarV68+Y3EAIYSnZvPUbK1oECEkixBnfGe97HDFD1urT1SFjLTw\nwePhXUfCavbHYv97XJFqWg1VbCn8mjronIKueTknwtHMYKBrdi6jNGTqKmN+jrSvDdHy+6Rk\ndLn1bK3CrPmmvOTwtl1rFv6Nkde7FnT6yU+HZnXvnaLifh1oXpTS/C45+V1GS+OCqk/fKCS7\nlj//Wb9h+edfMavygz9E937h74q7KwCaEcaJ8TotJ69jzr+6TElLN8sORCuP2ZVHaGhftOII\nISRsqVvWpqyzU1VNidokbFiCcjUtxQ4wEeAZmTmZKZk5KSm52ants1I1rviYQgjRFEVBQ06S\nah9Mbx9MJwW97ItF6fHQx19uWLPm/xqh1ZZP1Vig89k9Lxg9NF1zYeQXgFOhvkDGyF8MGknS\ndx354KvdH723+uyMIRnvb+jcv6bbkKEtHR1A0kJi18pQRfN16OHr0MN564xj1zEQ6G7pdrhc\nRMPSNqiiiUhl5NiRE2UnIlGzYv8WUw+FbOVwhNdYqsk15lMk4zWMC80nNUXhRKQEqlXCOeus\npWQEgqk5Wel+LTslRWNK1DbTg/5sfwqnTEhJCUl8kCc4YzhnnTpkXH3ppYQQIixbr959dO+3\nf/vbgrnfkCwe5CF/utqlSxctp7AmJfOszI68mmdm+lUVd9eCa3r27ti1e7tvvj+6L1K2tW/v\nvds2bdy41QqkZuWwgqxIFjM6//QKLbuQCCu690utaBDl+GICaDp8fpIEVTQls1PdEn9X0sAw\nKlLY1eV2daU0ItFwSK8oM3QzaslI2aHKg1W2JDSg1VhWRUQcFcSwLZOlEF9Ql8wUNmWCUGZJ\nn60wIRgjklFJVElUH1GC3KcFFcI0znwKEYKrfi1F4xpL0XxpPr/KOedUU1QfV1L9PkYpIUT1\nMUqpX/ExQgkhlBIM7Ne8mMIDGb2Kzul16znRI3vKSo5VRbUjpRV7t5aKmm3cqNlpmna2P2pl\nBfJqrIJckyiD2nUZqRUxXwB93iERisr798nrT/II6Re54MJdB3ZWHdxrhejO0hyD2vaf3xRU\n84synss7sv9tf+k9nbPycnHHGJwp69atGzduXE5Ozrp167p3704I2bp165w5cz7++OPS0tJA\nIDBgwIB77rnnsssuc+a//PLL169f/8EHH0yfPn3Tpk3BYHD06NFPPvlkjx494pzhtKtIBBK7\nNoYynprLU3MJIfWe5lNeXk4pzcrKqlsooiE7dEzUVFFfirR0IiyhR0Q0RKSkimrbIhq1rUhI\nRI9EDT1iCj1KzUqh67pNJLWFbisW9ZUJ07QsIZhFNVsIKYgpKbMtSaRNFEm4yThTqZDMtimh\nUlJKCSXStqkiGBGSKZwSySWRlFBBJCVEcJUxqfkEodRmqsIUpxmRK5JwXvuEA8lU5uOcSp+w\nTMsiqp9zLgijio9Swhjzq//6CPg4F4RYts18mqZpjFHnxhQhBaOMEMI4SfX7B3TJJ62fv2P3\n/I7d8wn5SZ1CaUarir80Kiu+2ZNy4rPjNTU1e8xvtxGS49Pb5WgsPSMszJSO7Tv3OicjLVfl\nPEsL4rYMaKyg4hvY9dzKrK4ZGRmU0uqwoaiXRsp3WzzvSEn1Dzt2fb9o+a50pnNDZHfq1vu8\nok55eUEtvPPTo99s6z7mCn+nbi29BZBUvvzyy4kTJ2ZkZKxdu9bJ6j777LMLL7xQUZTLL7+8\nQ4cO//jHP955550rrrhizZo1Y8eOdZYKh8MjR478+c9//thjjx08eHDGjBnnn3/+xo0be/bs\nGc8M8ayiyZDYQSzMn8b8sYbMaHBaox7eJaJhaUWlHhHWSY+ut83yIweYtNPSGliPLWRVjW1F\nwozZxI6Ytm1Z1LKpkFY0UmULQQghkpAaS0hmS25aJpE2pxajkhBiCSaltAUxDEslhpDU5n4m\nbEVYVErLiBIpI8RHhCCcC6Y4FXKfb8Dt/x3PdrVGVPVn9BxKCBn5UyKEKDt2VAukBFJTvis5\numf3HhaJpFqkak/5hs9WScsQVEi/zdJ4ICWYHQik5mQGOhZkpOd2CmakpWYTXK+H+KSk+ggh\nWqfehJB27dP7DehUdbx/eWllVXmo6sg/jq1dtS4iI8KnZ2aY2V2z/veds3/ap/PgQalBLc3n\nVxkX0bAoK5ZqN0JceKQYtDW7du0aN26cz+dbu3Ztr169nMJHHnkkGo1u3rx50KBBTsnSpUuv\nuuqqN998szbr0nV9/Pjx8+fPd96ec845AwYMuPfee1esWBHPDPGsosmQ2EELY/5UQlJJasNT\nVa09Yyzw7+2ItU6xUMNcfFZsG0G5SghRGe+bn9c3v/6gx5ZplR0+cvzgkfJQdVW44tB3UeOr\nHZalG0ZUiiiVggcITVEs4o/WaNwXTWsXTU9P65F/Vnp250ggLaD4goovWwv60KEK/l16bk56\nrjNC+zl1yyUh35ce3PL2ku+++tIWqmBCmLZgXKbYWeJ4tt/WcjOU3Ly0YHZOamaHwn7+jA6E\nEFsKtCtDg/bv3z958mTbtj/66KM+ffrUlv/qV7+65ppralMuQshFF11ECCktLa27+IMPPlj7\nunfv3hdffPF7771XUVFRe+ErxgxxrqJp4j2l7ty585133gmFQsJpCPnRb3/728SDAIBWR1GV\nDl0KOnQpOHmSENI07apjZRUlR/zcyMlS9x2oOlBiV5dUf/HDUWLs9tkRQi1BiCBRTqsJVw2u\nCeJXtUBKmpaZmxpghlVdRtIyjOzCYEpmejDTz1UtkF5jGUcry3JT0ntoqt+HHL1toYT0al/Q\n65Z/azKPVNccOHBc12VpqKbyyDFjX5VuVUeiJXb1N8ysYUxoqi5TVCMzTaGsfTCY2b5jWqcC\npeKQXVIs2nWIdDyrS1ZeQWoWQxtz23PFFVccPny4f//+ffv2rVvudHQrLy/fvn37nj17vvnm\nm/Xr1xNCbNuunYdS2q9fv7pL9evXb+XKldu3bx8xYsRpZ4hnFU0WV2L32muv3XDDDQ1OQmIH\nAPUwRjVNaVfQoV1BB6ekMDfU83x/bd9HyxK2LWxbRGuscNgwoxGNWJYdNYyqo6Vlx0tDlTKN\nKPlWWYTsPFJqHTSFTWzdtm2NCULMfcTeSAiTFqW2T7G4Rjk1iWWaimYG0lQfY5SYwheyNH/A\n1y7Dx5m0BKEpARlM8XElU1U1pgRUX7Ul/alZ/tSsgKppdRoONa5wyp0x/6SUEcsMKqpzM3jE\nMjSuoAXIOxSV5+QGgsFg/2CQkF71phqGVXUiGjpyOHz0UI0hyvXIsW/Lij/dR1LSSHpnsS+k\nRtbttmp021C5TlUpVBH0+3WaWkNSfBkykC46ZOdnB/MzcrK4qtRwJWIaWf6UHM7Tg5kYH6C1\nq6ysHDNmzIcffvjcc89Nnz69tnz//v333HPP8uXLnZasgoKC4cOHf/bZZ1LK2nmys7N9vn+7\n2y8QCBBCTpw4Ec8M8ayiyeJK7J566qnJkyfPnTu3Q4cOjOGMBgAJURSmKIwQEgz6snOChPzr\n6YVnxVzQ0M2jpccV7ktNTSWEmKYdrTGrK6tsIYni10NVduSEbkQtW/hVlqFZVTVm6QnDsmxu\nW+Zhk5ihE5YoJ5aUtm4T29B9zBKWEEIQKRVmmUwTpkkZo1InjBNhMZUpskZKKQhhXHJChBSc\nmlIKQohUfUTRiIzKaA1TVK4FiGUSolNFNVQ/44z5NUvYhNiUEM4Y4ZpNVZVzzqRzM7iDcsG5\nVLiPq0E9qqt+xhjzKQpRAoRR3RDRKGGMBPxMaj5TCJ9taJz7mCp89TuWSUUlXG2Xkt2zU0/X\n/mCtls+n5LZLzW13FunX8JFlW8KyBSEkUm1WVZwoO3qUUBrguk+Ejx3TS0vM8n0nSvRi3aDU\nthkhVBCLEENKKQwiJVdsleoG9Vs0EPDbKSmCMstgnHJNMC3g9we0QKrKUvwKVzWLBbS0FCU1\nhataQPGpnPsUnz+QHlBUWwhLiAbHD5dmtHn3URu2dOnSIUOG9O7de9asWZMnTy4qKiKE2LY9\nbty4b7/99o477rjqqqv69euXk5Nz9OjRN998s+6y4XBYCFE3Izp27BghJDc397QzxLmKJosr\nsduzZ8+KFSsKCwtdWSUAQNMoKg8EVE3zpaXVuau7IOPHV+0bVVtVVVUwGFSUBk6DpmkLIQkh\npil03ar9GW2ZwiknhOi6JW1TmoYgpKra8HEWDPpM3bKZz6qpEUZE2qZpCWIZRDpVSapIYUZt\nIWwphCC2cKYwaRKbKMLUTdswdUNoGpUiIqRlE2lbfh9J8QlLkLAuKYmaNo0QShVimTVEVNl2\n/Z/4jNih3JSeVyGxOz2uMK4wQoimKVnZgfRsLTPzn01x3U+3rJQyWmMZhq1Ig8vokeNVpaUV\nwiRECL26KhyuoFEpDVppWYctQUWY2rqtE8sQwjacm7GEFMK2BCFMCsK4tC2F25agjDGFmIRZ\nhq1J6qN2OEWLSsaEEhSMUGoxSoiqMsYUSlVFEiJVpkrFxyjjjFLNRygVUhjc51Opyji1DMWq\nsYSmGyKQEQxkpBLCVMalGqCMKcqPvzGk8KuakCJqmaYZUaXUFDWYmpualiuFrZu6ISxd2H4t\nmJqSXa3X2DUqIUQKmzKuMO5jnBk1thDC5+fsnx8rH+OmtGvboYKqzzvtnAMHDszOzp4zZ87N\nN998xx13vP/++4SQL7744ttvv7344ov/+Mc/1s75/fffE0LqNqfpuv7VV18NHvyvx6h8/PHH\nfr+/f//+p50hzlU0WVyJXYcOHcLhcOIrAwBoFWqHaNY0kpp6muEVbduuqKjQNK3B27cbK0a6\n2SiWZSUeDMRAKQ0E1UBQJcRPSHpRdvuiH5sFDcOoqqpKSUlxrr7FzzAs55vdaUoMBlRF5YcO\nHRW2xqiQ0WqiKLYlzGiNHqnRTYNQqhumRbiwTFPYxNJtIWzblKalEu63qVVtRA1bKhlUUYXQ\nLStSc1jS/VFb2EIKKSWxLCGJTVVCqMKFbUoiJWNU8alCSsMS0t5vmxZnwpZUpZwwVdo1lmVb\ntulTqSUYo4IKmwhiUyaZJJJRwpkwJOE2pVRYpDZXoVJShTFpmyYhlBDZZUD3sRf/zL2/SVPc\ndNNNr7zyyurVqxcvXnzNNddomkYIqa6urp0hHA4/8MADhBDTNOsueN9997377rvOn/jVV1/d\nsmXLjTfemJKSctoZ4l9F08R17pgyZcrs2bPfeuut2i4yAAAA4C6f78cv5TpN0oGAmp3tdFdo\nYNT5+Om6HgqFmpBuNqi8vDw7O6F4HNFoC19rppT+8Y9/HDRo0N13333xxRf369fv3HPPXb9+\n/bhx40aNGnX8+PElS5aUl5cHg8GysrK6C27duvXcc8+95JJLDh48+Je//KVbt25z5syJZ4b4\nV9E0cXWY03V91apVhYWF48aNu/zfJR4BAAAAQEvp37//b37zm6NHj86YMYNz/u67795www3b\nt29//PHH33nnnVGjRn399ddjxozZvn37wYMHa5dyBjT+85//vHHjxttvv/3TTz/t0KFD3WpP\nNUP8q2iauFrsVq1a5XQqLC4uTnB9AAAAAC1o2bJl9Urmzp07d+5c53VeXt6CBQvqzfD222/X\nK8nPz3/vvfdirCXGDHGuomniSux27drlysoAAAAAoPk0buwS27ZDoVAzhQIAAAAAiYg3sfvq\nq6/Gjh0bCATS09P9fv8ll1zy9ddfN2tkAAAAANAocV2K3bZt2/Dhw30+37XXXtupU6dDhw6t\nXLly6NChX3zxxdlnn93cIQIAAAB4xIoVKxKcoVnFldg9/PDDnTt3Xr9+fU6O82BmcuzYseHD\nh8+aNWvp0qXNGR4AAAAAxCuuS7Hr1q178MEHa7M6Qki7du0efPDBv//9780WGAAAAAA0Trx9\n7DIzM08uweMoAAAAALwjrsSuT58+Jz+bdvHixehgBwAAAOAdcfWxmz59+qRJkyzLuummm/Ly\n8g4fPjx//vylS5fOnz+/mcMDAAAAgHjFldj9/Oc/f+yxx5588snaWyVUVZ01a9aNN97YnLEB\nAAAAQCPEldgRQmbOnHnbbbd98sknZWVl2dnZI0aMqPdMNAAAAABoWfEmdoSQDh06TJ48uflC\nAQAAAIBExErsJkyYcN55582cOXPChAmnmufdd99thqgabebMmZzzk8sNwyCE+Hy+xFdh2zYh\npMG1NBaiip9no6KUqqpat9A0zdhLHT169P77729wkq7rjLF6FTaNZVmMMcYa97TAk0kpDcPw\nZlScc0VpxI/SUzFNU1EUSmmbiqqsrCz2gl999VWDB6oQwjRNFzfTlUPLiUpRFLc+2q6cbRBV\n/Gzbtizr5Kj27t2beOUtxbbthx9+eP78+aFQaNy4cS+99NLJFznjmadpYn0+d+/eXVhY6Lxw\nZWXNByPqgUe0b9/+VJOqq6s//PDDMxkMwKnE+AopKSkpKSk5k8F9YA5PAAAgAElEQVQANIgx\n1q5du5aOoikeffTRBQsWLFy4MCcnZ+rUqZMmTVq/fn0T5mkaKqV0paIWdPToUcuyWjoKAEII\n6dSpU4PtUkIIfFmCR3DOO3bs2OAkXdePHz9+huMBaFAgEMjOzm7pKBrNMIzc3NwXXnjhpptu\nIoQUFxd37dp1w4YNF1xwQaPmabJ4Hyl299135+bm1i3csGHD/PnzX3755cSDSBBu4wDvY4zl\n5+e3dBQAp6FpGg5UgERs2bIlFAqNGjXKeVtUVFRUVPTJJ5/UTdrimafJ4uryMnv27JN/w61e\nvXrhwoWJRwAAAACQHA4ePEgIqfsDKS8v78CBA42dp8lO2WInpRw+fPgXX3zhvB0wYEDdzrxO\nH8xzzz3XlSAAAAAAzpid5YdXFe9IsJKzsjpc1nVAvcJIJFLvtjNN06LRaGPnabJTJnaU0hde\neMFpk3v++eevueaarKys2qmc8+zs7Ouvv96VIAAAAADOmD7ZeX2y85qj5kAgIIRwbvV1SnRd\nT0lJaew8TRarj93AgQMHDhxICCkuLn7qqafQ8QIAAAAgBmc4kZKSEucFIeTw4cP1Mqh45mmy\nuPrYrVixAlkdAAAAQGwDBgxIS0tbt26d87a4uLi4uHjEiBGNnafJ4h1ncvPmzWvXrtV13Rke\nRQhRXV29bt262k54AAAAAG2cpmlTp06dPn16bm5u+/btp06dOnLkyCFDhhBCli1bduDAgWnT\npsWYJ3FxJXYvv/zyrbfeWq+QUjps2DBXgkjQzJkPHT16tKWjACCEkH79zvn1r399cnk0Gr3r\nrgbKAVrEhAmX/exnPzu5/Lvvvps79+kzHw9AQ/ivf/3rfv36tXQYjfbkk0+apjllyhTTNJ2n\nSjjlK1as2LRp07Rp02LMk7i4Biju379/ZmbmwoULn3vuubKysrlz577//vt33HHHm2++OXHi\nRLdCabLevXs9/cxsv9/f0oFAm1ZVFZo86brx48c3+Jy9qqqq/v37vfz/u/bRBWiazZu/fOjB\nR2fNmvXoo4+ePPWjjz76P7+dPWPGtDMeF8C/ef31txbMX7Ry5coYDzWFBsXVYvf9998vWrSo\nqKhoyJAhs2bNateu3Q033LB///5nn33WC4kdIWTUhSPcup0EoGnKyspjz5CSEhw95sIzEwzA\nqZz2OT2dOnXEgQotbtOmz1s6hNYqrpsnKKXOWCfdunXbs2ePM9TK2LFjd+3a1bzRAQAAAEDc\n4krsevTo8fnnnxNCevbsadv2li1bCCGhUCgcDjdvdAAAAAAQt7gSu2uvvXbWrFmPP/54VlbW\n4MGD77rrrmXLlj300EO9e/du7vgAAAAAIE5x9bGbMWNGcXHxhg0bCCFPP/30+PHjr7zySp/P\nt3z58mYODwAAAADiFVdipyjKvHnznC63o0aN2rFjx+bNmwcNGtS9e/dmDg8AAAAA4hXvAMWE\nkNonmnXt2rVr167NEw80TkVFpab5gsFgsy4C0DQ4PqFVwIEKySRWH7vfxuGMBdp2lJdXFOaf\nVVp6LJ6Zx1w0/rSjbMReRNf1wvyznH9du5w99PzRv5/7om3bhJBdu77v3/e8RlXuWPTam7V1\nOv/eWryMEPJ/nnqmbqGu602oHFpWEhyftV5ftHjqHXfXvt26dfslF1/es3v/SVdcu2/f/hiF\n4H1JfKB++MFHYy4a36vnORePnbhh/adOIc6uUCtWi90DDzxwcqGmac4Rwzn3+/33339/c4UG\ncaisPOHKIkuWLSoq6mwYxjc7d8185Inq6sjDj9yXn5839/dNyd1/Pumy2nGwVr23ZuGC1y8d\nP44Q8vVXW3739JOjLvzn4/A0TWtC5dCKePP4JIRYlvWnP74899kXL7n0P50SwzB+efPUe2fc\nPfGy8S88/6fp9zy4dNmiBgubtkbwslZ0oJaUHLnzN9P/588vXDB0yKr31tzyy19t+PSjrKxM\nnF2hVqwWu4offfjhh+np6S+88EJZWVk0Gg2FQq+++mpGRsayZcvOWKDw+qLFYy4a3/usc84b\nPMJpAPuvm243DOPyiVfv2PHNl19+/bPxk8/uPXDSFdd+990PhJBdu74ffeGls2Y+OXb0hGEX\njHnv3dX1Fqlbebt2uZ06dezSpfMll/7n75+b87+vLKyqCh06dPi/p93vVHXRqEvuv2/myOH/\nOfT80Z9u/OyXv/jVf/x05OUTrz5+vIwQcv5/XLh0yb/upAkGg506dezUqaOqqs/9/g/Pv/hM\nWlqqbdtbt+7YsGHTVZOn3DfjkWgUPyiTSis6Pgkhjzz8xKeffv6LX95YW/LZps3BYOCqqyf5\n/f7/vuc327buKC7e32Bh8+9LaEat/UA9cuTodddfPWLkMEVRJl42PhgM7tmzF2dXqCtWYpf5\noxkzZtx7772/+c1vsrOzCSGpqak33XTT/fffP3369DMVZ1u3a9f3s5/83Z/+/MKu77c8+thD\ns2Y+aVnWq/P/x+fzrXjnrU6dOt4w5Ze33Ppf23Z8fs21V/7XjbcZhkEI+f773Wef3fuDte8+\n8eQj9814uO4iffuefap1DR12vs+nbt2yrW7hDz/sGTCg77pP/jbxsvHXXnPTnXfd8dnmdTm5\nOa8vWkwImfO7Jy4Y2sDTi595+vn/vHjMOef0d2rQdX3YsPMXLnqlW7eia6++0RnpGpJAqzs+\np/33r99489WOHTvUluze/Y8ePXs4rxVFKSzM/+H7HxosdGmfQQtIggP13HMHPPzIfc7rnTu/\nraoKnXVWD5xdoa64xrHbuXPnoEGD6hWeffbZu3fvboaQoAFdu3ZZ/be3e/bsfvx4md+vVVdH\nwuHq2qlrVn/Qu/dZEy8bryjKlVf9PCUl+OnGzwghiqJMvvIKQsiIkcNOnKiK83IDpTQzMzMU\n+rfRp1VVverqSYSQPn1+0qNHt/79+xJC+vU7+/DhI079+fl59eopLT32l2UrfnPnHc7b3r3P\n2vX919dce2XXrl0emXm/lHLd//2kyTsEPKXVHZ/t27erV20kEgkGA7VvA4FATU20wcK49gh4\nUhIcqLUOHTp8yy9+9cjM+9PT03B2hbriuiu2oKBg9erVl1xySd3CZcuW9ezZs3migvoURXn1\nf1/76/J3MjLS+w/oRwgRQtROPXz4yFdfbT2790DnrWXZhw+XdOjYIS0tlXNOCHH+r7tIDEKI\nysrKjp061C1MTU1xKmGM1d4IxhiLUeeKv64cNPjcoqLOtSV+v995wTnv0qXw6NG4+jWD97XG\n47OeQCBQ9wJWTU1NSkqwwcI4KwQPSoID1bFjxzc333T71F/d+v/dcK1TgrOrp9i2/fDDD8+f\nPz8UCo0bN+6ll17q0KFDvXm+/PLLwYMH1y355JNPhg0blvja40rsbrvttvvuuy8cDk+aNKlD\nhw4lJSWvvfbakiVL5s+fn3gEEI+3Fi/75OMNf1+3Oisrs7T02Iq/rnTKKaWEkPbt240YOWzB\nwnlO4b59Bzp0aHeqzkDOIjF8uvEz07R69uxx6NDhRGL+4G9rJ142ofbtqvfWLF68bOFrLxNC\nhBD79h3o3LkgkfrBO1rj8VlPjx7d3nj9Lee1ZVkHDhzq1r2bqqonF7q4UjjDkuBAJYRs3LDp\n17/67989/eSYsRc5JTi7es2jjz66YMGChQsX5uTkTJ06ddKkSevXr683z44dO3Jzc998883a\nkn79+rmy9rguxU6fPv3ee+9duHDh+PHjBw8e/LOf/WzlypXPPPPMjTfeePqFoUlKS4+VlBxx\n/oVC4RMnqgKBQEpKUNf1Z55+nhDijBft86l7dv/jwotGbP78iw/+tlZKuWH9p2MuGl9ScvRU\nNTuLmKZZt/DYseMlJUf27dv/9op3p9193223/yItLTX+aP/+0bqDBw/VLbFte8uW7X36/qS2\nZMA5/T7btHn1+3+zLOvFF/6kab7hI4bGvwrwlNZ+fJ5syPnnVVRULl2y3DTN55/741ln9eja\ntUuDhfGvF1pc8h2o+/cf+OUvpj4y8/4+fc92tkvXdZxdPcUwjOeff/6pp54aO3bswIEDFy9e\nvGHDho0bN9abbceOHf369RtTR0ZGhisBxJXYUUrnzJlz9OjRt99++5VXXlm5cuWRI0fuuece\nVyKABl1y8eXnDR7h/Ht53qvXXX91Wnra4IHDLhx5SWZmRpcuhf/Ys5cQcsXPJ/7i5qn/2LP3\nlVf/57nfv3R274EPPfjoCy8+E+Prx1lk44ZNdQuvmjzlvMEjRl84/vnnXrr1tptn3DetUdE+\n+MCjTmeUWqWlx6LRaM8fO54TQvLz8/4874Vnnn7+7N6DPl63/tUF85xLEtAatfbj82Q+n2/+\nwnkL5r/er89PN2749A9/nHuqQmhFku9AfX3RW6FQ+M7fTK/drvWfbMTZ1VO2bNkSCoVGjRrl\nvC0qKioqKvrkk/q9Hnfs2NG3b9/mCIBKKZuj3jOpd+9em7/8JCUlpaUDgTatrKy8fW7n8ePH\nv/vuuydPraqqOv/8/9i+84szHxhAXWtWf3DpJVfMmjXr0UcfPXnqRx99NH/BK/MXzDvjcQH8\nm9lPzpn5yBMrV66cMGHC6ef2kuXLl0+aNMkwDFVVnZKhQ4eee+65f/jDH+rOVlhY2L9//0OH\nDhUXF/fr12/OnDkXXHCBKwHE6mM3YcKE8847b+bMmTF2a4PfYQAAAACepe/fEtq8/PTzxaQV\nnJ32H9fUK4xEIoyx2qyOEKJpWr0BaKqqqg4ePNi5c+dnn31WUZQXX3zxoosu+vLLL/v06ZNg\nSCR2Yrd79+7CwkLnReJrAgAAAPACrfM5WudzmqPmQCAghLAsS1H+mWLpul7vomJ6evqRI0cy\nMjKc25mHDh3au3fvP/3pT/Va9ZomVmK3a9euei8AAAAA4FScFrGSkhLnBSHk8OHD+fn59War\nOwCKoig/+clPDh06za0zcYrr5gkAAAAAOK0BAwakpaWtW7fOeVtcXFxcXDxixIi682zcuDEt\nLe3bb7913pqmuX37dleuw5LYLXbXXFP/yvHJFi9e7EocAAAAAK2dpmlTp06dPn16bm5u+/bt\np06dOnLkyCFDhhBCli1bduDAgWnTpg0aNKigoODmm29+4YUX/H7/7Nmzq6qq7rzzTlcCiJXY\nbdq0KcZUAAAAAKjnySefNE1zypQppmk6T55wylesWLFp06Zp06ZpmrZmzZoZM2ZceumlkUhk\n6NChH3/8cfv27V1Ze6zErri42JV1AAAAALQRiqI8++yzzz77bL3yRYsW1b7u3LlzM13zjOuR\nYt7XueCs0z7gBaBZxR4S8uGHH/7uux9ys/GcH2hhzsMSDhw4cKoZ3lq87N2Vq85gRAANqPuY\nZmiUZEjsKioqDcM8/XwAzUzTtOrq6gYnffXVV4qi6LpxhkMCqEdK6ff7MzMzG5xaXFzMGMOB\nCl4QCAR0Heldo8Wb2G3evHnt2rW6rjvNEkKI6urqdevWffFFy4+kP2zYsEWLFgUCgZMnVVRU\nCCFycnISX0s0GpVSNriWxiovLyeEZGdnJ15VTU0NIcStqCilWVlZiVflDM/oDM+ToLKyMsaY\nB6PinNf7ajxx4sTo0aMHDBjQ4CKc84kTJy5ZsuTkSVLKsrIyVVVdeVBgOBzWNK3u2JhNI4Qo\nLy/3+Xzp6emJRxUKhfx+v1tRaZqWlpaWeFRVVVXBYLB2rKkms227oqLCa1FZllVZWen3+1NT\n/+1xpRs3brzzzjt79erV4FL9+vWbMWPGY489dvIk0zRPnDgRCARcecxPZWVlRkZG4ldaDMNw\n9lgwGEw8qoqKiszMTLeiSklJcevk7Mr3ha7roVDIa1FFo9FwOJyamlrv5PzKK6/86U9/cqvb\nWZsS17nj5ZdfvvXWW+sVUkqHDRvWDCEBAAAAQFPENY7diy++OHz48L179951111TpkwpLS1d\nsGBBIBCYPn16c8cHAAAAAHGKK7H7/vvv77zzzqKioiFDhnz++eft2rW74YYbHnjggZPv+AAA\nAACAlhJXYlfb9apbt2579uxxnmU7duxYPGoMAAAAwDviSux69Ojx+eefE0J69uxp2/aWLVsI\nIaFQKBwON290AAAAABC3uBK7a6+9dtasWY8//nhWVtbgwYPvuuuuZcuWPfTQQ717927u+AAA\nAAAgTnHdFTtjxozi4uINGzYQQp5++unx48dfeeWVPp9v+fLlzRweAAAAAMQrVmL3l7/85bLL\nLlMURVGUefPmWZZFCBk1atSOHTs2b948aNCg7t27n6k4AQAAAOA0YiV2kydPzsvL++Uvf3nL\nLbcUFBTUDpjZtWvXrl27npHwAAAAACBesfrYvf7667169XriiSeKioouv/zyNWvWxH4aJgAA\nAAA4brvttttvv73BSbZtP/DAA506dUpNTZ08efLRo0fdWmmsxO6666776KOPfvjhh/vuu2/z\n5s3jxo3r0aPH7373u2PHjrm1egAAAIAkI6WcOXPmvHnzTjXDo48+umDBgoULF3788ccHDx6c\nNGmSW6s+/V2x3bt3nz179v79+995552+ffs+9NBDhYWF119//fr1690KAgAAACA5FBcXjx49\n+qWXXurSpUuDMxiG8fzzzz/11FNjx44dOHDg4sWLN2zYsHHjRlfWHtdwJ4QQzvnPfvazt99+\n+8CBA4899tiOHTuGDx/er18/V4IAAAAASA6fffZZly5dtm/f3qNHjwZn2LJlSygUGjVqlPO2\nqKioqKjok08+cWXtcQ13UlfHjh1vueWW3NzcZ555ZseOHa4EAQAAAJAcrr766quvvjrGDAcP\nHiSE5Ofn15bk5eUdOHDAlbU3IrGzLOv9999fsGDBypUrpZQTJ0588cUXXQkCAAAA4Iw5fKhq\n+9aSBCvp2CltwLl5TVgwEokwxlRVrS3RNM15Xmvi4krstm3btmDBgtdff/3o0aNdunSZOXPm\nL37xi44dO7oSAQAAAMCZlJefnpef3lJrDwQCQgjLsmoHktN1PSUlxZXKYyV2x44de+ONNxYs\nWPD1119zzi+99NLbbrvtkksuYSzennkAAAAAUFdhYSEhpKSkxHlBCDl8+HDdK7OJiJXY5efn\nm6aZl5f3yCOP3HrrrQUFBa6sEgAAAKDNGjBgQFpa2rp166ZMmUIIKS4uLi4uHjFihCuVx0rs\nLrroottuu23ixImcc1dWBgAAANA2LVu27MCBA9OmTdM0berUqdOnT8/NzW3fvv3UqVNHjhw5\nZMgQV9YSK7FbvXq1K+sAAAAAaONWrFixadOmadOmEUKefPJJ0zSnTJlimua4ceNeeuklt9bS\n6OFOAAAAAOC0Pvzww7pvFy1aVPtaUZRnn3322WefdX2luA0CAAAAIEkgsQMAAABIEkjsAAAA\nAJIEEjsAAACAJBHr5olrrrnmtMsvXrzYvWAAAAAAoOliJXabNm06Y3EAAAAAQIJiJXbFxcVn\nKgwAAAAASBT62AEAAAAkiXgHKN68efPatWt1XZdSEkKEENXV1evWrfviiy+aMzwAAAAAiFdc\nid3LL79866231iuklA4bNqwZQgIAAACApojrUuyLL744fPjwvXv33nXXXVOmTCktLV2wYEEg\nEJg+fXpzxwcAAAAAcYqrxe77779ftGhRUVHRkCFDZs2a1a5duxtuuGH//v3PPvvsxIkTmzvE\n05JS1tTUnGpSjKmNYlmWcxk6cU49rkRlmmbilTjcjYox5srucvcvSH7czMQJIepFFY1GYy9y\nqg2p7d7gymbatq3rurOxiXCism076aNK/EMkhPBsVJZl1YvKMIwYS0kpT7Uhtm03WGGTwzvt\nRyYeTlSmaboSlfMhpZS6FVXiIZGY33GN4nwAvRaVE49pmvVOzi5+u7U1cbXYUUqzsrIIId26\ndduzZ4/zaRw7duyuXbuaNzoAAAAAiFtcLXY9evT4/PPPR48e3bNnT9u2t2zZMmTIkFAoFA6H\nmzu+eFBKA4FAIBA4eVI0GnWmJr6WaDQqpXSlKudXjitVOdyKyq19JaVkjPn9/sSrikQi3oyK\nMVYvqtgNIeTHA7XBwBqssGls29Y0TVXVBOsRQkQiEc65K1FZluXBqEzT1DRNUeK9h+xUnCYu\nr0XlNK0pilIvKp/PF2MpSumpNsQ0zWg0enKFTaPrut/vT7xtzDCMaDSqqqpb5/lAIOC1qGpq\natza57quey0qSqlhGKqq1js5J366aLPiarG79tprZ82a9fjjj2dlZQ0ePPiuu+5atmzZQw89\n1Lt37+aODwAAAADiFNePwhkzZhQXF2/YsIEQ8vTTT48fP/7KK6/0+XzLly9v5vAAAAAAIF5x\nJXaKosybN8/pdzlq1KgdO3Zs3rx50KBB3bt3b+bwAAAAACBejejGUdvno2vXrl27dm2eeAAA\nAACgieJN7Hbu3PnOO++EQiHnFvpav/3tb5shKgAAAABotLgSu9dee+2GG25ocBISOwAAAACP\niOuu2Keeemry5Mn79+93hs2sq7njAwAAAIA4xdVit2fPnhUrVhQWFjZ3NAAAAADQZHG12HXo\n0MEjYxEDAAAAwKnEldhNmTJl9uzZuPAKAAAA4GVxXYrVdX3VqlWFhYXnnHNOvYd+rFixonkC\nAwAAAIDGiSuxW7VqVVFRESGkuLi4WaMBAAAAgCaLK7HbtWtXc8cBAAAAAAmKq48dAAAAAHhf\nrBa7CRMmnHfeeTNnzpwwYcKp5nn33XebISoAAAAAaLRYid3u3budset27959puIBAAAAgCaK\nldjVdq1DHzsAAAAA70MfOwAAAIAkESuxKygomD9//pmKBAAAAAASEiuxO3ToUO2TxPbt2+f3\n+1euXHlGogIAAACARov3UqyUUtd127abNRoAAAAAaDL0sQMAAABIEkjsAAAAAJIEEjsAAACA\nJHGaZ8WGQqEjR44QQo4dO0YIqaysdN7W6tixY/MFBwAAAADxO01i9+CDDz744IO1b//rv/6r\n3gxSSveDAgAAAIDGi5XY3XXXXWcsDgAAAABIUKzE7rnnnjtjcQAAAABAgnDzBAAAAECSQGIH\nAAAAkCSQ2AEAAAAkCSR2AAAAAEkCiR0AAABAkkBiBwAAAJAkkNgBAAAAJAkkdgAAAABJAokd\nAAAAQJJAYgcAAACQJJDYAQAAACQJJHYAAAAASQKJHQAAAECSQGIHAAAAkCSQ2AEAAAAkCSR2\nAAAAAEkCiR0AAABAkkBiBwAAAJAkmj2xKykpufLKK0tKSpy3u3fvvvvuuydPnnz//fcfOXKk\nsYUAAAAAcCrNm9hJKZ9//nnDMJy3pmnOnj17woQJb7zxRp8+fV588cVGFQIAAABADM2b2L39\n9tsFBQWapjlvd+7c6ff7x4wZ4/P5rrvuuh9++KGkpCT+wmYNFQAAAKC1a8bE7tChQ2vWrLn5\n5ptrSw4ePFhQUOC85py3b9/+wIED8Rc2X6gAAAAASUBppnqFEM8999wtt9wSDAZrC6PRqN/v\nr32raZqu6/EX1r5dunTpnDlzat927NixrKys7vz1HD9+PPEtclRXV7tVVdJHFQ6HXanHtm0P\nRmVZVr2oqqqqYi8Se0NM03RrM6PRqCv1EEIMw3Arqrof4cSrcqu22o4iifNmVNFotN7xEPtA\ntSxL1/UYf/SampqamhpXYisrK3OlHkJIJBKJRCKuVOViVNXV1W6dnN39vvBgVOFwuN7J2a0/\naBvUXInd8uXLu3TpMnDgwLqFmqbVPWHpuu73++MvrH2bnZ39k5/8pPZtZWWloiiK0sC22LYt\npWxwUmMJIQghjLnQxmlZFiHEa1HZtk0I4ZwnXlXb3FfxBHmqeSzLopS6tfMppZTSBOuRUtq2\n7VZUtm0zxhKPihBiWRZjzK2/oytReXNfOVGdvK9iB+kcPA0eqK5vpiv1nGozkykqy7JcOQd6\nMyohhBDi5KhcCbJtaq7E7qOPPjp+/Pj69esJIdFo9O6777777rsLCgrWrFnjzGDbdmlpaX5+\nvqIocRbWVj569OjRo0fXvp00aVJGRkYgEDg5jIqKCiFEZmZm4lsUjUallA2upbHKy8sJIa5E\n5fx0disqSqkrUUUiEcZYjDbU+JWVlTHGPBgV57xeVKf9Jj55EYeUsqysTFGUjIyMxGMLh8Oa\npqmqmmA9Qojy8nJVVdPT0xOPKhQK+f1+F6NKS0tLPKqqqqpgMJj4l5Nt2xUVFT6fz1NRWZZV\nWVnp8/lSU1PrlqekpMRYinPu8/kaPFBN0zxx4oTf749dQ5wqKyszMjISz18Nw6iqqvL7/XWv\nDjVZRUWFi1EFAgG3Ts6unAN1XQ+FQl6LKhqNhsPhYDBY7+Tsyrm6bWquxO6JJ55wWjUIIb/6\n1a8eeeSRHj16cM5DodDatWtHjhy5ZMmSwsLCvLy8du3axVnYTKECAAAAJIfmaurMyclp/yNK\naU5OjvN7febMme+999511123bdu2e++9lxASfyEAAAAAxNBcLXZ1LVmypPZ19+7d586dW2+G\n+AsBAAAA4FTQOREAAAAgSSCxAwAAAEgSSOwAAAAAkgQSOwAAAIAkgcQOAAAAIEkgsQMAAABI\nEkjsAAAAAJIEEjsAAACAJIHEDgAAACBJILEDAAAASBJI7AAAAACSBBI7AAAAgCSBxA4AAAAg\nSSCxAwAAAEgSSOwAAAAAkgQSOwAAAIAkkeyJnaUTI9LSQQAAAACcCUpLB9C8zEM77Opy0qmw\npQMBAAAAaHZJ3mJHKaNStnQUAAAAAGdCkid2klIp7JaOAgAAAOBMSPLEjjJOpGjpKAAAAADO\nhCRP7AhlSOwAAACgjUjyxI5SJpHYAQAAQNuQ5IkdYYwIJHYAAADQJiR7YodLsQAAANBmJH9i\nRwmGOwEAAIA2IckTO0moxDh2AAAA0DYkeWJHKfrYAQAAQFuR5IkdYehjBwAAAG1Fkid2lHE8\neQIAAADaiCRP7HBXLAAAALQdbSCxw12xAAAA0DYkeWJ3TDVs5c0AACAASURBVI+U1YRaOgoA\nAACAM0Fp6QCaV5kZsfXqlo4CAAAA4ExI8hY7QvCsWAAAAGgrkjyxY1TBzRMAAADQRiR7YseY\nwADFAAAA0DYke2LHOcE4dgAAANA2JHliR6kiJRI7AAAAaBOSPLHjnEtcigUAAIC2IckTO8o4\nJUjsAAAAoE1I8sSOEYYWOwAAAGgjkj2xYxjHDgAAANqKJE/sKOMYxw4AAADaiCRP7BilQsqW\njgIAAADgTEj+xK6lQwAAAAA4Q5I8seOUob0OAAAA2gilpQNwgRCiurrathsYiFgKKaUMh8OJ\nr8Wpv8G1NJaUkhDiSlSWZRH3onJrX1mWRSl1Yks8KiGE16IihJwcVXV1dWMXqcu2bVc20zRN\nIYSu6wnW4xyllmW5tfNramo8GFUkEmEs0d+37kZl27YrUTlPUzRNs15UNTU1sZc61YY4FRqG\nId3o3+KctxOvxzn7GYbhytMjnQ8pTfhST+2+cuvk7OK3mK7r3oyq3snZMIzEK2+bkiGxo5T6\nfD5N006exCiVhDQ4qbGc05krVem6Til1pSqHWxvoVlVSSsaYz+dLvCp395VzqCReT4NRnbbm\nU22IlHLdge/OyupQlJaWeGxCCFVVFSXRj7aTHTLGXNn5tm27EpWU0sWoLMvy+Xyc8wTrcX1f\nuRKVbduGYXDO60WlqmqMpSilp9oQy7IMw1AUxZXNNE3T5/MlnkKZpmma5smb2TSGYWialnhU\nzr5yKypd193a56ZpuvUXdCsqwzCcqOqdQhP/CLRZSZLYqara4NlKYVxKGftEFifbtt2qyjlr\nuFKV8xPHlarIj3sy8XpM02SMtbWoTlvzqTZESlluRCK26Upsuq4ripJ4VU6Tg1t7jDHm2agS\nTzedJge3oqKUuhKVc545OarYNTuJXYwNcXEzVVVNPIVymg8550kfVeL1OB8fr0XlfHxOjgqJ\nXZMleR87Rqkk6GUHXofbtwEAwBVJnthRSvFtCd6HxA4AAFyR5Ikdo9SVfr4AzYoRNC0DAIAL\nkjyx4zTJNxCSA0WLHQAAuCHJ8x4qCRpCwPsYoTaefQcAAAlL9sQODSHQGnDG0GcAAAASl+SJ\nHcfNE9AaoMUOAABckeSJXeLDEQGcAWhaBgAAVyR5YgfQKjBC0V4HAACJQ2IH0PI4xuUBAAA3\nILEDaHmMUoHbtwEAIGFI7ABaHqXUFrgYCwAAiUJiB9DyOGVosQMAgMQhsQNoeZQQgRY7AABI\nGBI7gJaHFjsAAHAFEjuAlodx7KBV+KDku5YOAQBOA4kdQMvjuCsWWoN/hMpwmAJ4XPIndhge\nDLyPUYrjFLyPU4Zn3wF4XPIndoQxgu9M8DYqCb4vwftwlw+A97WBxI5Qia9M8DbGGPrYgffh\nLh8A70v+xE5SSpDYgbcxgj520AowSgWOUwBvawOJHWFI7MDjGKW4wgXexxkTOJ0CeFsbSOwo\nJfjKBG/jFJdioRVghKIzKIDHtY3EDmci8DZKqaQtHQTA6VBC0GcAwOOSP7EjlOHmCfA4NIRA\nq8Aps9HJDsDbkj+xkwQtduB1jGJMHmgFGKUSLXYA3tYGEjvKpG23dBQAseCuWGgVOGU2uiwD\neFvyJ3aE4a5Y8DqG70toDRjDkycAvC75EztJMUAxeB3Ds2KhNWCE4PZtAI9L/sSOYBw78Dw8\nqQlaBfQZAPC+NpDYocUOPI9ThuFOwPvMarTYAXhd8id2lHLbtlo6CoBYKKX4vgTvO7HHtNC0\nDOBtyZ/YEcaIwF2x4Gmcok86tAKMEolx7AC8rQ0kdrjfEDyPUSrRYgeeRym18AsEwNuSP7Gj\nlNkSl2LB0xghNhI78DzOmGXhAgiApyV/YkcoExYSO/A09LGDVoFyigsgAB6X5IldqMrQzaCU\n+IkJnoZnxUKrwCnFs2IBPC7JE7tw2ND1FIFHioG3UYrBTqAVYJQgsQPwuCRP7BilRFIbLXYA\nAAmjDJdiAbwu2RM7TinlEsOdAAAkjFEq0GIH4G3JntgxKgnDpVgAgMQxxiwkdgDeluSJHWVU\nEoabJwAAEsc5tfE7GcDbkj2xo4RQhserAwAkjhKC0ymAxyV5YscZlZLZ6GMH3iaqjnLLaOko\nAE6Dc2YjrwPwNqWlA2helFFKcPMEeJ25e0MQPZfA8xglFlrsALwtyVvsGKOScmHjyRPgaZQx\nip8f4HmqEcZdsQAe14wtdn//+9/ffPPN8vLybt263X777d26dSOE7N69+w9/+MPBgwd79Ohx\n9913d+zYsVGFjcUooYQJ3DwBHsc4lXpLBwFwGr69n0bbj2npKAAgluZqsTtw4MC8efPuu+++\npUuXDhky5Pe//z0hxDTN2bNnT5gw4Y033ujTp8+LL77YqMImYJwJSQXaQsDjGKe4wgWexxjD\nBRAAj2uuxK6goGDevHndu3cXQhiGkZqaSgjZuXOn3+8fM2aMz+e77rrrfvjhh5KSkvgLmxAG\npYRKSpDYgcdRTtCuDJ7HOLcNJHYAntZcl2IppWlpad9+++3MmTOllI899hgh5ODBgwUFBc4M\nnPP27dsfOHCgtLQ0zsJOnTo5JdXV1ZWVlbXrklLatt3g6EqcUUK5ZZmJj70khHBWlGA9tVyp\nyhl6AFHFw92oTj4Y4qm5wXmklJRxJoUrsUkphXChKmd3uXXMJ3dUTg1ei+pU+yr2eCVSylNt\niBCCUSJFwyfbxnLWkvhTkp3NcWWPeTyqxOtpXVFhYJ0ma967Ynv16rVkyZKPPvroiSeemDdv\nXjQa9fv9tVM1TdN1Pf7C2rerVq2aM2dO7duOHTtWVlZGo9GTAxBS2pKGw6GKigpXtqimpsaV\negghboVEvBpVJBJxpR7btltFVFVVVY1dpFZJhc+qcW3n1/2wJMg0TbeiMgzXxnMxDMOt2kzT\ndKUe4tWodF2vdzyEw+EY89u2bRjGqf7onDMjqrt1SNT9fZ6gaDTa4FdAE7gYVU1NjVsnZ3e/\nLzwYVSQSqXdydusP2gY1b2LHGCOEjB49eunSpdu2bdM0re6JT9d1v98ff2Ht28LCwjFj/tWB\n95tvvtE0TdO0kwPQdZ0SxjlrcGqjOD8mOOcJ1vPPqCj1+XyJV+ViVM4O91pUrWhfnfYYo5Se\nap5QlEnrlFMbxbIsxpjz0UuElNIwDMaYqqpei4pzrigunLtM01QUJfHmGXf3lVtRCSFM0zx5\nX8UO0vkzNXgoCiEI41Larhyopmm6srtOtZlNYxiGK2cbJypFUdw64SRxVLZtW5Z1clSuBNk2\nNVdi9+mnn37wwQczZ8503hqGEQwGU1JS1qxZ45TYtl1aWpqfn68oSpyFtZUPGTJkyJAhtW8n\nTZqUmpoaCARODsOyLEKp5lPT0tIS3KJoNCqlbHAtjeX8HE88JPJjW50rUZWXlzsX0BOvKhKJ\nMMbq5uJN5nxfei2qsrIyznm9qE574eBUGyKlZIwzKV3ZzHA4rGla4l+ZQojy8nJFUVyJKhQK\n+f1+r0VVVVUVDAYTTwicVi5VdeE842JUlmVVVlaqqup0ca4V+3ThpKcNboiTP1GXzl2VlZWp\nqamJ56+GYZimqWlaMBhMPKqKigp3o3Lr5OzKPtd13YNRRaPRcDjs9/vrnZxd+f3QNjXXzRO9\nevX65ptvPvvsM8uyli1bxjnv06dP3759Q6HQ2rVrLct66623CgsL8/Ly4i9saiy4Kxa8jjJG\ncJCC51FGpI1x7AA8rbkSu+zs7AceeGDRokXXX3/91q1bH330UacVYebMme+999511123bdu2\ne++9lxASf2HTUErx5AnwOMooQU9h8DzOFQx3AuBxzdjHbsCAASePP9e9e/e5c+c2ubAJKKVC\n4isTPI2rnOIgBc9jnOMXCIDHJfkjxQghhDC02IHHUcoontQEnkcZE+4NYwQAzSH5EztcigXv\n45xLtCuD5ymcSRsHKoCntYXEjklcOwBvY5xSm0iJRjvwNM65QGIH4G3Jn9gRStBiBx5HuUIk\nEQSJHXga45ygaRnA25I/saOE4eYJ8DjGGRVEoJsdeBtXFFyKBfC45E/sGMOlWPA6zlVG0GIH\nXscpQ2dQAI9L/sSOUIprB+BxTGHEljYOVPA2rqjCQs8WAE9rA4kdwV2x4HWMM0qowM0T4G2M\nU4KjFMDbkj+xwwDF4H1MUYhNJC7FgrcxriCxA/C4NpDYEUrQYgfexhinRNroDArexjineFYs\ngLclf2LHOMPNhuBxVOFEElyKBY+jnOMgBfC45E/sKGO2wFOrwdO4olBBcVcseByjHJdiATwu\n+RM7zrm0cCYCT2OcU0kELsWCt1FVwUONATwu+RM7xpiNn5jgbZQrUhKkdeBxjDOJxA7A29pA\nYsepRG9f8DamcCkl+tiBxzHGKQ5SAG9L/sSOM4bRTsDjnD52GKAYvI5ziZ8fAN6W/IkdYwxd\nl8DjKCVSMnxlgscpqoo+dgAel/yJHVeQ2IHXcc4IQYsdeB7juHUbwOOSP7FjjOEXJnifJBjH\nDjyPcoqfHwDe1gYSO85x8wS0BhjHDjyPcYKjFMDbkj+x44ziyRPgfZQQHKjgcZRjHDsAr0v+\nxI5xRaDFDjyPUiIwkh14mySM4FIsgLclf2KnKgyXDqA1oDbaQsDbKFcozqcA3pb8iR2lDA12\n0Cqgjx14HeMUt/gAeFvyJ3aKwoSkLR0FwGlQQgQucoG3Ua4QdBgA8LY2kNgxKpHYgedRDHcC\nnicpWuwAvC75EztGmSRI7MD7MEAxeB1lnBKCR6QAeFnyJ3acUwunIfA8StFiB60DOoMCeFkb\nSOwYIzL5NxOSABpCoFXAgIsAXpb8GQ/nFDdPQKtgI7EDz6NosQPwtuRP7Cil6GMH3kcJxaVY\naBXQGRTAy5I/sWOMSlyKBc+jlNjCaukoAE4Dv0AAPC75Mx7GCEGLHXge41RYSOzA6yjFgIsA\nntYWEjsMdwKtAKPMNsyWjgLgNCih6AwK4GVtIbGjApdiwfMYo5aJFjvwOkqJLdBiB+BdbSDj\noRKXYsH7GCPCRmIHnkclEjsAL0v+xI4zJgUSO/A6xpht4VIseB0nxEJnUAAPS/7EjjIi28Bm\nQmtHORWW3dJRAJwOlRYa7AA8LPkzHsbw0GpoBRhjSOzA+xiVFu6KBfCwNpDYUYoWO/A+hVEb\nfezA8xglNn6BAHhY8mc8jFOJR4qB51FOhY3vS/A6SoiFZ8UCeFgbSOwYEjtoBRhjBIkdeB5j\nuHkCwNOSP7Gjtf8BeJiiMIxjB95HKZHoMwDgYcmf2DFOBVrswPPQYgetAuXMxLg8AB6W/Ikd\npRQtduB9jDHbRtcl8DpKMC4PgKclf2IH0CpwheHJE+B9jFHLRIsdgHe1icROYiA78DzGMY4d\ntAKMMQu/QAA8TGnpAFwghDhx4oSu6w1OklIKKSsrKxK8IOtkhw2upbGEEISQyspKt6pyJSop\npZTSragopdFo1JWobNt2cV+5EhUh5OSoqqqqGrtIXZQQM2okvqVCCNM0KU20+4FzwJum6crO\nt23bsqzEo3K4GFUoFHJrXxmGC3++MxBVdXV17LWfakP++QuZknBVVeJbatv2iRMnEqykNqpo\nNGoYRuK1Od8midfjRFVTU+PWV4Yrh5Y3o3LOzJFIpN7J2a1zdRuUDIkdYyw1NTUQCJw8qaqq\nSghBGUsNBilPaGN1XZdS+v3+RCpxOCeOtLS0xKtyDn23oqKUuhJVTU0NY0zTtMSrqqysZIy5\nta8opc0XlTjdk9E55w1uiJNPq4qP05rEtzQSifh8PkVJ9KPtfMMpipKamppgVYSQ6upqTdNc\njColJSXxqMLhcCAQ4JwnWI9t21VVVaqqejOqYDBYt7zBU2Utxpiqqg0eh5ZlhUIhyrmqKokf\nqFVVVampqYnnr6ZphsNhn88Xe7taJCpN09w6ObtyDjQMw/kkeioqXdcjkYjf7693cvb5fIlX\n3jb9v/buPj6q6s4f+Pecc59mJplJQp4ICQ/hISiIKDQirVUoPrRQtag/FN3aVV68+lt1V+u6\nta2WqhR+fbmyWm3XtQ+6212V2laL29pW2vpQV0UXgQpVQUTA8JSEJJPMzH045/z+GBtjCCEk\nA3PJfN5/zdw7OfO9d765851zzr13OBR2RCSE6Oc4yBgXnLGhHSg551rroR9tu+WkKc55rprK\nylVUnPOwRcUYy2FUjLFeTQ2k5T5fk/0ZLSyhcpFgudrM7HfboZuJqPppLVRRZfPq0KiyB41+\n3v1wG5L96WIYgqTKyUcphBh6CSWlJKIcfo6hjWrojWQ/+hMlqv4TFfpREDtOEyPc3BDCjXOh\nj9TnB5B3jDNcoBggzAqisCNGGoUdhJshDB0gSyHsOBdK4SwfgPAqjMKOGPpCIOSEEEecpQeQ\nd4zjpsYAoVYYhR1jEufnQ7gJwQmX5YHQE4JLDMUChFhBFHaMMY2xAwg30zIVhmIh9DjnuFcs\nQJgVRGFHxKRGYQehxg2DMBQLoceFodBjBxBihVHYMaYUjkQQaowL3CIFwo8LgQEQgDAriMKO\nMa4k+kIg1ITgTOfmxgwAx44whMS97wBCrDAKO44eOwg7bhiYLwDhxzhX6FoGCLHCKOwY830/\n31EA9IcLQTgtFkJPGIZCjx1AiBVGYcdZgNO4INyEYWiJwg7Cjguc5QMQagVR2HFGgY+fmBBq\nzBDosIPwExxTlgFCrTAKO064VDqEHOMo7OAEwIWBs2IBwqwgCjvGWYDCDsJNmCYpVHYQdoZp\noMcOIMwKpbBDjx2EHGOCcLIhhJ4wUNgBhFpBFHacdIAjEYQbEwbTyFIIOyEMja5lgBArjMLO\n4BInT0C4acYxxw7CjwvcIgUg1AqisCNGEjc3hJDjgqGyg9AzTUsHSFSA8CqIwo4LHuCi/hBu\nTBiEoVgIPS6ERqIChFhhFHaMKVz6FcKO4U6xEH6GYWpcoBggxAqjsBMswFAsAMCQcUPg5AmA\nMCuMwo4znJ8P4Yc56RB+pmkpFHYAIVYwhR3GDiD0GAZjIfQEN3DBRYAwK4jCjnEucYFiAIAh\nMywLQ7EAYVYQhZ0QXGIoFgBgyLjgmDMAEGYFUdhxgaFYAIAc4MJkqOsAQqwwCjsuMNsXwo/h\n/AkIPSYwxw4g1AqisBMG83FLMQg9xnBTYwg7xgUKO4AwK4jCLhJh6XS+gwA4Esa0xJwBAAAY\ngoIo7ByHe5l8BwFwJJy0H6BrGQAABq8gCjvTMoIAHSEQdoxpJCoAAAxFQRR2OhLXvpvvKACO\ngDMdYCgWAACGoCAKOxYtYUEGJ8ZCyAmufVxJGwAAhqAgCruieKWQHem0n+9AAPrDmMaVtAEA\nYCgKorArjSUE7+rq9PIdCMARoLADAIChKIzCzo5q6ursxDQ7CDVT6HQaPz8AAGDwCqKwM7kQ\nIpNCjx2Em2kGqS5cmAcAAAavIAo7ImI2dbZ35jsKgP5Yhk53oV8ZAAAGr1AKO4rZHQfb8x0E\nQH8MS6ZS6FeGsMMdjQHCrFAKO6u4JJ1K5jsKgP5Ytsp0obADAIDBK5TCzomVe5mufEcB0B9D\nMNfFRXkAAGDwCqWwK0pU+n4S92uCMItakUyAHjsIPca1xC8QgJAqmMKupFroZBfGuSDEEpGi\nLhdnxULY6eLEga2v5zsKAOhboRR2iUQVCw7iiicQZiWRopRMo18ZQq6mftKG9c/nOwoA6Fuh\nFHaliSoWtHaisIMQi1pRKbwU+pUh3KZOmnKgaV++owCAvhVKYZdwYqZo278Pl7KD8DLKRtl+\nKyYMQMiVlUZlZPR772/IdyAA0Afj2DW9bt26//iP/9i/f//IkSOvueaaU089lYi2bdv2wAMP\n7N69e8KECTfeeGN1dfVRLRw0RmSIDO4qBmFm151a4b5woCM5siae71gADiuesOMjpm5+49fj\nxkzPdywA0Nux6rFrbm5etWrVtdde+9hjj1166aUrV65MJpO+73/7299esGDBo48+OmXKlPvv\nv5+IBr5wiDTjjiNSKZzMBSElisrKKLXnYEe+AwHoj20b0XidanpLaswHBQidY1XYtba2nn/+\n+aeddpoQ4qyzznIc54MPPti8ebPjOPPmzbMsa/HixVu3bt2zZ8/AFw4xJOUUjyjV+/fiMsUQ\nXomKqgN7P8h3FABHwDiPx0p3H3g/34EAQG/Haih20qRJkyZNyj7evn17V1dXXV3dH//4x9ra\n2uxCIURlZeWuXbv2798/wIUjR47MLtm9e/dbb73V/V5KKdd1Oe+jSM3e+sZ1XSIS0VLBWnbv\n4iNHxQaxRUEQaK2zTQ1Rz6iGKAiCXDWV26g45zlpiohytduPdVSed4S5cYfbkOyez6ZxRf2U\n9a/sHEqQUkrf95UaaldKz6iG2FRoo1JKeZ4npRx6O0QkpQxVVNkWDo3K9/sbtdBaH25DejZo\nmsyq/cSOTWurz/ri4MLLfoiMscH9ebfsMTAIglwdBkMb1dDbyX70YYvqcPsquxwG4RjOscs6\ncODAihUrrrnmmlgslslkHMfpXmXbtuu6A1/Y/fTll1/+zne+0/20urq6s7OznyRIJpNExK2i\nrs5dB5rt7NPByVVZ0B1VTuSwWMlhVJlMbi7JFs6opJS9ojpikEqpfl6TbbB45OTg4MYhbm//\n39xHJQiCXO38HB6mfd/P1TbmMKoTZV+l0+l+Xi+l7H9DPM/zPM+ytR2Z3vLaquT0Lww6ts7O\nnJ3Nlo0qJ03lMCrXdXN1cM7t90UIo8pkMr0Ozrn6QAvQsS3stm/fvnz58ksuueSzn/0sEdm2\n3fOjcl3XcZyBL+x+Om3atBtuuKH76ZNPPhmNRiORyKEBpNNppVQsFiOieOUYtmWtIwzulkfK\nyo92W7I9dqZpHu0fHiqVShFRNBodelPZQ3auomKM9bkbj5bv+4wxw8hBdnV1dXHOwxZVn/vq\niF0snPNsKvaitU6lUkIIx3EoFuNaxaIRYoOcJuF5nhBCCDG4P+87qiFzXdcwjFxFZRiGbds5\nico0zT47+4+KUiqdTp8oUfX/gQohDMPoM1GllJlMxjRNy7LKKwLXlVIG61/dM/vseiGOOtp0\nOu04ztD7xnpGNcSmch6VZVm5Ojjn5Psi2ysWtqh83/c8z7btXgfnnARZmI5hYbdp06Z//ud/\nvv766xsbG7NLamtrf/vb32YfSyn3798/atQowzAGuLC75YaGhoaGhu6na9asiUQifX73ZzKZ\n7i/gKTMWPCysucnSXc//96mL/+/Rbk4mk9Fa56TCyP5izklTWbmKKleFndaac56TgiCH5WZu\nozq03Dzi78vDbUi2WOluUBaPaH9ttZi5sDyaGMQXjJTStu2hHxOVUtnCLic7PwiCEEbl+/6h\nXyeDIKVMp9NhiyoIgmxh1yuq/gsgxtjhNsT3/Uwmk22wspLeebv5YMnMjvebku1jBjG/xXXd\nSCQy9BLK87xsYZeTnZ/JZEIYVTqdzkk72b66sEXFGPM8zzTNXgdnFHaDdqxOnti3b192BLa+\nvr65ubm5udnzvKlTpyaTyd///vdBEKxevbqurq6mpmbgC4cYUqkd/fS407bUONubi5J7dhKR\nJlJa52JzAXImMXba2mTylUeu37D5D/mOBaBvxXE72ZFx9ZSx0Q1NTTiPGyBEjlVh95vf/CaV\nSq1ateqav9q4caNpmt/85jd/9atfLV68eNOmTbfccgsRDXzh0M2sHOMxWTp73B9+8aIvg3/9\n83M/e3d9TloGyJWTqkee2XDlzC/8v50bf9O65tsq3Z7viAB6E4K3t2fGjqlh6r2W/bjUAECI\nHKuh2Kuvvvrqq68+dPn48eNXrVo16IVDd9XkWau3vh6ht+794VOV0fi7sQ9SY0+JGjmYnAGQ\nEydPqdr5/sHdu7zNzrlzTqtOvrI6MWdpvoMC6G3M2NKTplU+tX/UiOQe35tkWkOdQAkAOVEo\ntxTrZjB+5aTG0Z+54NxR7108pum0PZse+dnLaVy1GEKjOG5POaX67Ln1Y4tG/Ga7DJLNsgP3\n5YTQmfGJ2qhttdSeYndt3ovrgwKERsEVdlkzJ39y+oJbEp/+0jnzP5toW/OH329zXVwyB8Ll\nC5855Z09B5rKP9/+6hP5jgWgb1dOP3df11uvbnkn34EAwIcKtLDr5oydMam+3t/1w18/9juv\nCz86IUQihlV2svXfe/esfqPtd88/ku9wAPpQZsc+O/fipnfe/vWOP+c7FgAgQmFHRJ8477op\nC//vAXPrw//yg5dX/yjoOJDviAA+9MWTzvzKRXPnff7a7W8E//PwV/3mHfmOCKC34kmfOj3S\n9v76joc3veyrod4wAwCG6JjfeeKEMLF6wsQr/2HHwea1v/vja/f/RJDK2EXlkaLq6vq5F55h\nmpgUDPlRZNpENPGkkVWj/ubffvbslh//Ykx1SUVVXZBOVzRMHTVxrGHgtxnkGbMi00+vrfzL\n86+8MPreLe+efc7sT1TXD/VCcAAwWCjsPjK2tHzJosuISGU60wd2vLbnnfdfX/Pod98876K5\nlePqiUgpHQQKX6Vw/MXj9i3XLHjvYMsr/7P2/eZtGVMUP/1SUHZm0YTRbrV3ctnImZVj8h0j\nFK6iGV+YdPpFo3dt2fTKm5t+/PT/6o5S7kVOP0VNnHhu3cnZ3ycAcHygsOsDd4pidVPPqZvq\nz7zod6+uffq/fxF0SN90ArtIFJeQVRKLFM0+Y+zJo6uHfoFygIEbVzpi3PxF2ccZN/WXZ/7l\ng01/KX6nutn41U/b2xpqKiaePk9XTKZc3NgK4Ogw7oye2jh66oxAZdxg276mnb/6Zce+kn8p\n+/0XzzpjTGIEEWmtO5NecRz5CXAMobDrj8nF/DPPpzPPJ6JUywfuvm3ewV3p5nXNB9tfX136\nB8/0IglumdNL3Zp4UdIebZdVT5gyJhLFVfHgmHPs6GkXf+M0oh2b323rPKtEGC+9s/W3azbH\nU79nMcesrikeWVsxcmRdZdmoRMIRuDkPHCfC4DHDIHTrXwAAHl9JREFUOrV+7ClLlzT/etV7\nByue/PcDUitGFCsqr6utt5h1xqzRbV76rX2tU0eMQn8eQG6hsBsoHhvhjCsrPflsIhpLNJNI\nB563+88tbS1rd/v/29Fe0vY/xtaOl9cmDGY5hivteGdklBGNT5kYmza2MhIpFrGSQd/ZHeBw\nxk4Zn30wa+ZYImppaevYt6t919bWnZtaN/3PexkzE8hAcU6qLLZflRbtqz6punr8JyrHjass\nNTB/FI4Zbscqv3D7iK7WaXveJiUlN9/f8b/73v/vtrT44eZTSNj1Y4v/5L1cUTp2Ql11TXUi\nZlgGFzFmv/2XAxWVseqRxRgSARgEFHaDxwzLHjujhuiL0z9a2OamDmZSHckMa/ugaN+G9paN\nb71e+r/PMRX4RuBKYQR2sUGqpMgcWZ4oisWJokVFsepRpSXVlWYkmr+tgWHCto3aiZPHnXxK\nr+WuG2zd2pz84P26pi3Jrc/9yf3ts55QyrCNVCzuGZEIGcWiqDhSEo+WVldW1yWsuN/px+Oi\ny/eipoUvWBgcESuLTDgz+3jKhDOmZH8S73lr/+6mloNyrO+3vfdC00b2Z1bJyDdVWwuNMCck\nxM4K1cFqRiWmnFwVFUrv2kB105gV5YxFDKvUjhgcv0kA+obCLsdK7GiJHaUEUW0tTT2DiE77\n6yqttU63B217tje9v/tgV0cqs6/tPSk7gl2+/5qpMqQlGYwRY4KRwQQR+VpZRXZlRWlVdXVJ\n1ajikhG2ZRIxN+PFEkXRIid/GwonGNs2pk6tpqnVRGd0L9RatzZ37ty+J53qJEplOtqSuzv3\nvf2X3elXfd91fc9XjmGY5BCLkgoirmdZJi+vMZ3iaMqTJTGzKqoSI2pHVE+KReKmwHctHBkz\nLLtuWnHx6NpE4sM+ORV4e7dK7iT9SNzf2bXjjXTbmykjs/Md+9XXR0jfV8XVZvKnbqIyMGJK\nCE+mSPhWUbRq1Kh4vMgytE+sM/DbebpDZiaWVMysHFsVjePXCBQmFHbHD2OMRUusaEmlU1VJ\nVFZW1usFvpKelOnAy0i/NdMlOC81rJamXdvfe/fP778dvLmee65SWpEmIumRVDZppbghmCGI\nMcGV6Ri2YdmGbXGH2xGhI0aXcJhZUmUXlVmmHbViKmCmZZVUVxoRsaOjxeC8PlGBI2BhYoyN\nqCgeUVF86CqlVGtrq2VZsYjdsW9f2/7mmK3suN3R1rb13RZ5MIizoL1VbeyiwH1Tpl/SMtBc\nck7CCIT0iClLBMI2dFFCO2UkiJk6bZldtq1te3RZZUmkxKSIYXMuGBHZQkQNO245JXbUFjgu\nFRhuWDUnEVGEiKjaqW/MLp6ktUp38GiCiLSS6beel12tWks/MH2WONjcvOftF9o71YEMcwwW\ntS3LKKsQRR2ZXU+lnw8MkhHbpWggItq2KGaZUV5VGndMQzAetc2iiE2MGYKXFkdilq209lTA\nM35CJ3oNASutOQaF4cSBA2iImFyYXMRMi4hqi0qzC2vi5adMPu1wf5JOp7WXDrju4iKTTlJn\ni+zsyHSl2tNd7V6qPRCtqixIBax5r3K3B0r6ymfM166rXK4CM2KYgWa/lRmtudKaERcGZ0IY\nSgkuDIuTwV1lEqMI9y1LCDvKNFduYFlGfETMtG3P15pspyjGhDANZpo8ZlvErCBgTnE8Xmxx\nznxfkWHZzodTpBlnlsUty9CBq7208lLMsEWstM8JiFpJ4jik5pMw7dLa0aW1o7NPE3VU13uY\n90NuKu2mM4GvlOH4rvQDlWw7mGk/4HY2p5JdMm2YnUr7nuelOjNb9kifq1RAFkmSjJNWvtJa\nBb7WhsgIHgTKlML2tc2JMdKSmB2V0bhBJjlMmr5rRyKUKONOkWUVWZwZOu1xHkQjhjCjnMdi\npUWJKj/w0skWwymKOkUxy44ZNiPylbKEMP86lhco6UoZMUx8eYcOY9mqjogYF9GT5/ZcWU10\nEpHneR0dHdFoNOpYsuugTLVz02F2Ubq91W3ZJzL7qWu/15XsSrrJFrt5l/L8QDPyFd8nhWRC\nK3pLmpIxYowz3im1L0zKZoJFwtLMMphlBKalnIhQvCwSYz5jipuCGxYzY44RMUosWaI6qKzG\n53aXctvddHtHKtmSGlNZflLdKENwqVTcchJ2FBkGxwEKuxMesyLxSCRORLESKq8bdDv7W5p9\npUriRb6f6STmSj/Z0sJ8L2YamijpuqlMxu1sJ6482/Zdr2lvK3W2CkNxJmVbSnuKyPCk9n0K\nAtdgGcHMIMOlYpwHTEuuSWnGmFaSB2RrqSW3DJNLZshA8cBlWjPGNWOkJDEmhGJEKuCMKc6F\nIbhkhtbKl5oRcS05I9PkpJVkBjMMQ2gtDV9pppTBPS44FyYZJiPGlVZSKdKOYxu2cF1FMuBB\nEGjDFxYz7ViETMF8V2mlTJZhgiSPSMYymU7GmGk5whDCEoJzx3LOW7Agd5/esGJHI3Y08rFF\nY0qIxhFRMpl0HMc0j3xyrta6q9NTSpOSBnkGZThnRKSk3Lfn4IHmln17m7Xh2OVlQTodtLT5\nfmfKP6CUEZChAs2l8pUmrry0q2WGaWKmQzKQMtBcB75knGmlGSfSSumAM0bMlEwQaUZacGJM\nelpoJhSZmnHBpWEE3JCcScY0ca6yFSEjwZXSLOA2keZBxrIcw7SIKLC4JYRhMIOEkkyRVFwS\nmdyI+OQQUcQUhkWBn/al6weO79mmJckJ4iyIKZnyA2kJyzIihikMW5kxRpbmjsGVbSvGKCBD\nB572O00uIoZp2NEuYmTY0WgiW5FkUu1xKzKurDbnH3GocUMUV4jiiuyzolhJUU39Ef9IK6m9\nlHK7iIi0btu3O2ZqCjwiyrg61Zny0p7vZtxUSrfv91XgdRAZUnAtFQt87aa8lCs+YJFtLMbT\n6wVprQ0hbNsI4qyzI2BrM0wKRxuWTypQWjLOGHFGJANuGgE3mFZcSyVIRGwmhBSMMWkzmQ5M\n6QsWsyJxW2Y8mzMnFtFOTJqWpyX3MzzIGHZxxCkSFrMtwwhI+25g2b6UjjAtZhgGL3ZsbnAu\nSCrVlfG6VKY9nayMJUrtuGJKCm0J4QjTEabNRZfr+a6ybCFM7hgGZzzpZTLSt4RRZNgG/+iH\nd8SwGLFWN9XRoRmjqGE5hhkxLINxqVUm+PDG61HDZIz5SpqHmRAZKKW1HtqnDn1AYQcfMhg3\nDRGzo2RHS7KLEpWDayqVSnHOHeeopwAGSorsyByR0jod+M0tzT6pRCJBRDrwhJJRwxKm7TOR\nClwplQy0drsUKTcIuOBCMCLyXBX40vc6FUmltDC4It3R0eGn07bBhWGTYciII0g6XlJ5bntS\naq1MixQ3fFmhlWR+2hbmiKJqKXVnutPLBEz5QeApEz+5jy3GWFFx9/UvYj1X1ZWNGqVUa2ur\nbdvFxX0MHx+t1pY2JxKJRm3ldpHWZEV9X6lMFxEZlGGktZfKZALXVa6nguCjbyDXk0RESpF0\ntZJKU2uyk5HgQglNTOl0OuO5RCSZZXHiKpCCSZnpEqydS9+TlFamzQ2DmRHTtcVBP8U7WyMu\nGSnBvQy3OUnSB3VayU4K9grtGYZyA+Z6XBNxRpwJxSypSLNAkNZKKk+SlqS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- "text/plain": [ - "plot without title" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "tcga_tybalt$one_model_plot + theme(text = element_text(size = 15))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 3) Determine Optimal Hyperparameters (TCGA, Tybalt)\n", - "\n", - "Extract the optimal hyperparameters for each dimensionality." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\n", - "
learning_ratebatch_sizeepochskappanum_componentsend_loss
Learn: 0.002 Batch: 50 100 0.0 5 1870.364
Learn: 0.001 Batch: 50 100 0.0 25 1828.377
Learn: 0.001 Batch: 50 100 1.0 50 1818.103
Learn: 0.0015Batch: 50 100 0.5 75 1814.484
Learn: 0.001 Batch: 50 100 0.0 100 1811.368
Learn: 0.0005Batch: 50 100 0.5 125 1807.844
\n" - ], - "text/latex": [ - "\\begin{tabular}{r|llllll}\n", - " learning\\_rate & batch\\_size & epochs & kappa & num\\_components & end\\_loss\\\\\n", - "\\hline\n", - "\t Learn: 0.002 & Batch: 50 & 100 & 0.0 & 5 & 1870.364 \\\\\n", - "\t Learn: 0.001 & Batch: 50 & 100 & 0.0 & 25 & 1828.377 \\\\\n", - "\t Learn: 0.001 & Batch: 50 & 100 & 1.0 & 50 & 1818.103 \\\\\n", - "\t Learn: 0.0015 & Batch: 50 & 100 & 0.5 & 75 & 1814.484 \\\\\n", - "\t Learn: 0.001 & Batch: 50 & 100 & 0.0 & 100 & 1811.368 \\\\\n", - "\t Learn: 0.0005 & Batch: 50 & 100 & 0.5 & 125 & 1807.844 \\\\\n", - "\\end{tabular}\n" - ], - "text/markdown": [ - "\n", - "learning_rate | batch_size | epochs | kappa | num_components | end_loss | \n", - "|---|---|---|---|---|---|\n", - "| Learn: 0.002 | Batch: 50 | 100 | 0.0 | 5 | 1870.364 | \n", - "| Learn: 0.001 | Batch: 50 | 100 | 0.0 | 25 | 1828.377 | \n", - "| Learn: 0.001 | Batch: 50 | 100 | 1.0 | 50 | 1818.103 | \n", - "| Learn: 0.0015 | Batch: 50 | 100 | 0.5 | 75 | 1814.484 | \n", - "| Learn: 0.001 | Batch: 50 | 100 | 0.0 | 100 | 1811.368 | \n", - "| Learn: 0.0005 | Batch: 50 | 100 | 0.5 | 125 | 1807.844 | \n", - "\n", - "\n" - ], - "text/plain": [ - " learning_rate batch_size epochs kappa num_components end_loss\n", - "1 Learn: 0.002 Batch: 50 100 0.0 5 1870.364\n", - "2 Learn: 0.001 Batch: 50 100 0.0 25 1828.377\n", - "3 Learn: 0.001 Batch: 50 100 1.0 50 1818.103\n", - "4 Learn: 0.0015 Batch: 50 100 0.5 75 1814.484\n", - "5 Learn: 0.001 Batch: 50 100 0.0 100 1811.368\n", - "6 Learn: 0.0005 Batch: 50 100 0.5 125 1807.844" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "tcga_tybalt$all_results$best_params" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 4) Interpretation of Results and Subsetting Parameters" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Subset `TCGA` `Tybalt` to a single model with stable hyperparameters.\n", - "These parameters will be used in downstream applications sweeping over latent space dimensionality.\n", - "\n", - "We observed that increasing the number of components resulted in changes to optimal hyperparameters.\n", - "As the dimensionality increased, the `learning rate` decreased.\n", - "However, the `batch size` and `epochs` remained constant.\n", - "Also, `kappa` did not seem to impact performance.\n", - "For simplicity, alter the `learning rate` for the model, but maintain consistency for other parameters." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "tcga_tybalt_good_training_df <- tcga_tybalt$all_results$melt_df %>%\n", - " dplyr::filter(batch_size == 50,\n", - " epochs == 100,\n", - " kappa == \"0.0\") %>%\n", - " dplyr::filter(\n", - " (learning_rate == \"0.002\" & num_components == 5) |\n", - " (learning_rate == \"0.0015\" & num_components == 25) |\n", - " (learning_rate == \"0.0015\" & num_components == 50) |\n", - " (learning_rate == \"0.0015\" & num_components == 75) |\n", - " (learning_rate == \"0.001\" & num_components == 100) |\n", - " (learning_rate == \"0.0005\" & num_components == 125)\n", - " ) %>%\n", - " dplyr::mutate(\n", - " num_components =\n", - " factor(num_components,\n", - " levels = sort(as.numeric(paste(unique(num_components)))))\n", - " )" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": {}, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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nM6nf6uxUeaphn0kyOE0N/2vLw8g35+NE1zuVzGff/1z7/R6zful1cI4fPnR+Wy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\ndBy4MRBAEtThTVXBxuHl/LFfGl4unPAVAMjn8245pnzG8FaRSu6Fia4LT7m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- "text/plain": [ - "plot without title" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plotBestModel(tcga_tybalt_good_training_df,\n", - " dataset = \"TCGA\",\n", - " algorithm = \"Tybalt\",\n", - " output_fig_dir = tcga_fig_dir) + theme(text = element_text(size = 15))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Part IB: The Cancer Genome Atlas - ADAGE" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "# Load and Process Data\n", - "tcga_adage <- processParamSweepResults(param_file = tcga_adage_file,\n", - " dataset = \"TCGA\",\n", - " algorithm = \"ADAGE\",\n", - " output_fig_dir = tcga_fig_dir)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 1) Final Validation Loss (TCGA, ADAGE)\n", - "\n", - "Describe final validation loss for all hyperparameter combinations across the number of latent space dimensionality (x axis)." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": {}, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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gqQBq1R1JvoTiJaY2nuDqMRkQZ2giJ1ms7mNJvoTiKO42RZrjW3yqIGdYIixtOZ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\nI42n/K/nFFw4Qog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I2dWWuC270dJuG0ijpWqR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AAACACgITOwAAAIAKAr+xAwAAgJuX5m/g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\n26Jp2mkt/5vFnau/qBNdJwIhQtSZFdlqWjuNRNf1sdf3jiVyuvu8Rz/JyU2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Dfh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\nS1db1Wh1CKzir/HIZA6SWIol3D7hV1p/x5eJJqmNO1GTup4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VGhYW5ryLi1WBnQAAIABJREFU9kEajSYqKkow53v37kVGRiqVv95PN2l/\nnauKz843Go1GozEiIkKrFZjAslgsJpNJ8FgmvD+xtLRUqVQ2bdrUuTjBalBKpVKpVIaEhISG\nhtrXR9v2Ud1L69RqtfNRVFRUhIeHq1Qq+qdWq1UoFYQjhJCwsDD+FNiz2WzV1dUOWdFzRGs4\nfEQn53NKVVdXa7VawYCMGW+oqKgICQl5fOk/6U3Y5MVH+L10xOAcEKqysjI1rWOzZs3oK5kD\nh+ZED5PPlhCi0+kemHbAIZVgVjy1Wq1SqSIjIzUaTTO7tHQOLFKrXzYj1SGJYPscfWANy7Ib\n3x17Z9lQ0jratCHTfiLEZDKxLMufzd+2a7X5RQMHNslv9toOsUWc5eXlTZo0sT+KgocW/+7i\nmz8++OGF4l++OXVhfb/MohWpzvMuDMMwDBMeHu5cKN3bMj6iQKslQvNPDs2J2DUMk8lUXV0d\nHh7OB582EpvNxl8+gjQajUKhcG5Ra3qPNhqNtT/m0+T8ExyuLFqBm4tT6ADxgWkHXp3Qk05E\n2de/qqpKr9fzU5j0nNJ5KYZhKisrQ0NDW7WOLiCLCSFau+JYlq2srGzSpIn9IeeuPv3q+xMJ\nmUi7OIdD5tXU1KjVaoefSaRP5jguZVgbvV5Pc3MOtUR3V1VVZTabmzZtan8iCCEmk0m6VatU\nKrVabV9JGr2KiorkNw83a9Zs38xfZ7h39pmS16xZbW2tQqGwv7KaTTtwY9Fg/cu5Wq1WrGWK\n1fzVCT1rampqa2svdV704I9vEUIcrkqJjpoQUlJSolarmzRp0szpWiZOHbV9obW1tTU1NRlZ\njwj+XqVzR803aXoshJDo6GiHQo1Go2AlIXgE/sAueMi+L1BP+JdturJYYkU/ldc3g/TNMJvN\nEhONPmA/pKtX9h+eqBMvZXZLqWjjPBRzibYcN1cHHgyfpQ8nB5muHi3gyhzXI3f1h4SQ8u73\niI1kfb1pviffC8O37Sbjt2bajWM8RRcJ+P6e1/ny24SQB/5bB3eSOETG/Tp7c3Q0rdVq5d/F\n9a/+883FDWJV/s4+U1w+p+Ubexymij31UmY3jcZHPQBAPcHALqA0hP4XpPGvu/R2XgPhfsvh\nF1B6KnNcj4zDeUTuQcdn54vdX/O0Gt5nQjWf9LngBLCDGV2G0Rm7zw7nSbyxqScZWY9IT5WB\nvbvLhyX8v7/6uxYAXsHADnzE9y9pIO3jJ0ZILO6UkJH1iLwxVl7fjJf+tpY+DoA3IQ3z607q\nVsM5TT7oQKrWjvboMz0NgexvSoIAhq87gUBDvzbF37UAYZ/0GrnMMGxN77r5umA/ol+77U5L\n40ckeG8DgopWpDaoVTTQ2GHGDhqWcd9stlqtarXa07mQjMN5FotlmWGYlxXAD4KBO5YZhv2/\nM+62kxXJw6U/fgteoiNsjuMsFsvHT4yQl0nE2E1in1RrsNBZgTMM7KDRu7k45WxJIekzhRAy\n6eQud5Y9OZt86nOVSjXiyIqkmMSgGtuN+WrD+n6ZnqaafOpzpVKpVquDeRZqTe/R8hpbwLu9\ndAhWqrkvduIuwU/FAsiDgR00LKv/MKqqqsr5Cy/c5/1QI3hGdZNPfa7RaDI8XNSf+fdA/kl7\n8BJdqRZU744AGhSssfMdrKKoJ/HZ+fxXISx/1PEr3Dyys88UH7wa3VycsndGtzFf+fwHNf/X\nH/+5zftMfPArT/Zk/ExWEP7Uuo9PigP6xcg+ltc3I69vRu7Tr3i/GAOgscPAzkfuLBtKMLar\nN7RbX/nYC74vuvyTEZ7+cOrZkkL6gC7A9xfZS5Fyn36FPvDxfdjKNaMILqLGoMWU3ZiuA/AX\n3Ir1kbjJX9xdPkx2Z4fPtNe3ZYZhoaGhMr7dV4Zf5xclf2HJN5YZhjn/SICbCenyMl+2ycis\nzVVrR3taYnx2Pv3liXqqlTsmnviM47gtz4z3TXE0RBUVFb4pDgAaFMzY+Y73L4E+mKvAdIin\nmr66zdN7T8H8gQMvNRm/1d9VkA/fwtPATT71edbXm/B9SdDYYWDXONBBYX3PjtBRHb3hBfUq\nr2/GuqdexnqgILEieTjBgB4AfAK3YhsNj0Z1JR+9YLPZImUNBCOzNstIFcwmn/r1p6Xwyg1i\nvPxYDwCAmzBjB7+Jz87HMj6ABiLjcF7W1374hGlgkHFHlZ9Bxzs0aNQwYxeYYl7faTQa/V2L\nYLHMMKxZs2b4qXWfoS/YePUFlzz9jsY1vRvfz8UCOMDADgACEz9hI/uLXfyF1vxsSeGpYdMq\nKyv9XZ1GKa9vhqejOoDAgFuxAND4uHzBbrwfbORrnhST6E0mE47vrJsKNVoY1UFwwsAOABoZ\nvGBLo0PDf5ffevrgR/6uCwD4GgZ2ABCA+MFfoxsFNt6aA0BDgDV2AHWDv4OG1+MGovGeiDqp\neZemLZc8MsT7fIIQPp0DjRoGdgB1IPPv6/1dhXqHV7vGgp6jiooKi8Xi77qAa+O+2axUKnFl\nQV3BrViAOpD79CueJhnz1YbJpz6vj8rUq0b6oYTJpz4f9w2+edtjwfn7Wr4cY/GdQBDGGeoJ\nZuwASNbXmywWy5reo73PKoDfdvOHxnGcl1llfb1JoVAEcKwar4zDeRzHWSyWT59Mt98YbCcr\n2I4XAglm7AB+9epRr35gPq9vBl4MPOLLKYplhmGr/4AfQXbB+YzQJo2G7dKE4zvlzW7iB6Oh\nztXjjN3ly5dXrFhx48aNdu3avfHGG3FxcS73Cm48derUhg0bioqKWrRoMWbMmK5duxJC1q9f\nv2vXLj63zz77jP5YJ4AMa3qPfuVQ7ie9Rvqy0HVPvVxeXu7LEhsOfL9/I4JRnUuTT31Of3jm\nbEmhjKWoq/8wSqfT1U/VIBjV14ydxWJ57733nnvuuS1btnTu3Hn58uUu9wpuLCkpWbRo0dix\nY7du3Tp8+PCcnJyqqipCSEFBwcSJE9f9F0Z14CW8bwbghyO4HOpVcK5cBJ+pr4HdhQsX9Hp9\n3759tVptenr6f/7zn9u3b0vvFdxYVlY2YMCAbt26qVSqXr166fX6mzdvsix7+fLlc+fOzZgx\nY+XKlQzD1NNRAEBDQF8IJ53c5fqp4J28vhlr+7zk71o0Mvw4+OyIWe4vycDYDupJfd2KvXHj\nRkJCAn2sUqliY2MLCwtbtGghsbeoqMh5o8Fg6NChA9149erVmpqaxMTEwsJChmG6du2anp6+\nd+/eWbNmrVq1ip+0q6mpuXfvHl8TlmU5jrPZbA41pAvAnbezLOu8nf4pmA+fm8Qumq3gE1iW\nFdtFE7osVHAlOz0KiUIlsqWk94qROBbBUyAWf7F86PFKh1pir0RAxOpDt7tTKL0XI5izjEIl\niLUoiQwlLgGaSrB6XrZMwYC4vBwkqkoImXB854b+YyQKFTsWwUJdRl66lxA8BRLVkN0y5V3I\nLlumvMtBetdrx7YveWSIWMQkiF1lYkfBsqxCoXD/EnBZc9kdNbUieXhkZKRE72ffUa/t89KY\nrzase+plk8kkXaiMjtr7zzZBY1dfAzuTyaTX6/k/dTqd2WyW3iudpLi4eP78+WPGjAkLCwsL\nC9uxYwcdyY0dO/b48eNnzpxJTk6mz9y3b9+CBQv4hHFxcVarVWwxk9h2o9HovJFhGInZQen1\nUtK/5G1/pA4kKk8IqaiokMi2urpaYq/EsdhsNudCpWdGacdnMploV+VA7CjEwmI0GgVPASUd\naom9EnEmhNTW1tbW1sor1P69hDOJYzGbzc61ku6arVarzWajaxKciR2FWP2lm5Dg2aQsFotE\nTKQDIlZ5yjkg/PexcRwnUaj0VVZTU1NTU+OwUXrAYbVaWZYVK1Hs+hK7UiRqLn1xiV1WLrMl\nkifCbDY7B8R+r8T1Yl+ow7f2TD71ueCdXOlWzbKsRF8ndhSCV5Z0y5QOl6ctkyfYZ/Kcr7IP\nuw3mny/YMnn2bcMh1MsMw5wLxZcXQn0N7HQ6nX1zNJvNDoM2570SSa5evTpv3rzU1NRBgwbR\nLfz8nFKpjIuLKysr4xMmJib27duX//PixYtKpdJ5aarFYmFZ1nk7fQOkUqnsN3IcxzCMUqkU\nW/HNMIzYOj9akFarlXjfrFYLnAiXhVosFrVaLZgtfe3XaDRKpcDddolCCSFms1mhUDgfjkNM\nHCgUCoVCoVarnZ9mNpsFj0Kw/izL0u2CxXEcZ7VaJQIieE4pq9WqVCoFA0JDLVYoceP8ihUq\n2JzsC1WpVM4nQvCc8pRKpUKhcD65EqETrD9tJGItU6LmRPycShTHZ2u1Wj29HD7pNZJOBcm7\nHGihzhHjOM6dUDufXLHrS6z+DMNwHCejZdJzKthIiHuXg1ioXV4O7p9fenb4tBzHvfGv3at6\nptkncTk5qlAo/NtR10efyR+CdMsU63kcCn3t2HZat3+X3+rStCWds3QuVLD+EFTqa2CXkJDw\nt7/9jT622WxFRUXx8fHSe9VqtWCSc+fO/eUvf5k4caLBYKB7v/3220OHDs2ZM4cQwnHcnTt3\n7D9ym5yczM/eEUJSU1NVKlVERIRDDSsqKliWdd5uNBqVSqX9MJTWh2EYjUbj/HyqrKxMbFd1\ndbXJZAoNDRXsFMxms9VqDQsLc97FcVxpaalg5al79+6Fh4cLXsZ0xiskJESwr7FYLCaTSSxb\n2jM67y0qKhJ8PkUHdlqtNjQ01GGX2WwWOwVhYWEOPZrZbLZYLHq93uEUUDabrbq6WiIgHMdJ\nnAitVisWENrjO1eeEMJx3L1798SyraysZBgmPDxcsOMWbE78sdBGFR4eLpizGJVKpVQqQ0ND\nHV69LBZLRUWF4FEIts/q6mqbzeZ8CiiTycSyrFhAzGazWq0Wi0l5eblEQKxWa0hIiOBLL50U\nFwzIpoFZpaWlgi2TEmxO/LFUV1fTd4/228VuU/JUKpVCoRDsJQSvL7Erq7y8XLC3oaqqqvR6\nvVhALBaLTqcTPBEsy1ZWVkoEhBYqeIw1NTVqtVpwrGm1WunlINYynZvTpoFZhJCMw3lWq5Xj\nuPX9Mh1OhMlkcjmGluionZtTbW2tQqFwuLJYli0rK5NomRIddU1NTW1trfNlRUl01ES8i6Mk\nOura2lp6OQieCIfmxL+CdLvv/ry+GXQ6w7lQ6clyCAb1NbR/6KGHqqqq/v73v1ut1u3btycm\nJrZs2ZIQcubMmaKiIsG9ghvv3r1L78C2adOmpKSkpKSEYZj27dtfuHDh+PHjNpuN3pNNSkqq\npwMBAAB35PXNWNUzDZ+orSf43hlwU33N2Gk0mtmzZ69cufKTTz5p06bN1KlT6faPP/54+PDh\n/fv3d94rmOTAgQNGo3HRokV8zrNmzerRo8f06dPXrVu3aNGitm3bzpo1C5PPAAAQ2DC2A3fU\n4xcUt23b1n5ARn366acSe503vvLKK6+8IvArnA8//PDDDz9cd5UFAAAAaPQw0QUAAAAQIDCw\nAwAAAAgQGNgBAAAABAgM7AAAAAACBAZ2AAAAAAECAzsAAACAAIGBHQAAAECAwMAOAAAAIEBg\nYAcAAAAQIDCwAwAAAAgQGNgBAAAABAgM7AAAAAACBAZ2AAAAAAECAzsAAACAAIGBHQAAAECA\nwMAOAAAAIEBgYAcAAAAQIDCwAwAAAAgQGNgBAAAABAgM7AAAAAACBAZ2AAAAAAECAzsAAACA\nAIGBHQAAAECAwMAOAAAAIECo/V2BesdxHMuyJpPJYTvLsoQQ5+1Wq1WhUAg+2WazOT+fL0Vs\nl81mI4QwDGO1Wp33Wq1WsWw5jqNFi+XMsqzZbHauLc2WFkpr7lwl6WMRPBzBrBxSWa1WwWzF\nToHZbFYq/+fdBa25xWIRLIVlWYmA0IhJnAiJgNCixU6ExPnlG5LYiRDcTtxoVGJYluU4jmEY\nWm13jkKw/vT5zqeAslgsYkftsmXShNIt06Hy/F7pgEifCIlj4Y/IIYnDFuc8iUgvQYSuL7Er\nS7oJ0ZYpFhAi2TKl+wci2TJprcQSetPdOZ8IsSvaPk/pjtrhKAS7U3o48mruZcv0pqN2bpmU\ny46aCDVOwfpDUAmKgR3/v9he540O2/k/JV4GpIsQ60Mlqud9odI5S7+kSe+VkbBOQu3O2ZSx\n1/tCJZ4gvcvlXolUMkLnUQXEGq2be8V2Saf1slCP9roZeeeniYVaRm8jVjd39np5IbvMtg7P\nr8tQexo6juMUCkUddtT83noKtcT2eioUglbgD+yUSqVSqQwJCXHYTt+ZOW/nOE6pVOr1evuN\nNputtrZWpVI5P5+qra0V22Wz2axWq06nU6sFom02m61Wq2BajuOMRqNg5fm0er1ecIqC4ziL\nxaLVarVarfNe+gZRLFuj0ahQKJz3ChbEUygUCoVCrVY7J6ypqRE7BXq9XqVSORyU2WzWaDQO\np4CiwZQIiOA55dNKBMRkMglWnhDCcZzZbBbL1mKx2Gw2vV4v+I5csDnx9TEajRKNSoxSqVQo\nFDqdTqPRuHkUgu3TZrNZLBadTudwCiiTycSyrFhAampqJGpuMplCQkLEAsIwjHPlKYZhCCES\nLVPichBsTnx9zGazVqvV6XT22202m9h8KkXbvGAvIXh9iV1ZdMJJrOa0fxALiMlk0mg0gmlZ\nlmUYRiIg9HIQPEaWZdVqtUNA+PrU1taKXQ5EsruzWq1Wq9X5REjHmbjRUTvnoFAoHK4slmWl\nrymJmrMsSy8HwRMh0VET8S6OTyvWURNCGIZxbpmUdEddW1tLhBqn4CUAQQVr7AAAAAACBAZ2\nAAAAAAECAzsAAACAAIGBHQAAAECAwMAOAAAAIEBgYAcAAAAQIDCwAwAAAAgQGNgBAAAABAgM\n7AAAAAACBAZ2AAAAAAECAzsAAACAAIGBHQAAAECAEPhZ+sAzY8YM559+t1qtHMc5/94z/V1w\nhx9s5jjOarUqlUqx31e2WCyCPx1NM6S/ty32U9wcx0lkq1Ao1Grh02S1WlUqlWC2tFCVSiX4\ny9Mcx9G9YoUSQpwPh/7mtIQbN25kZ2c7Zyt2FIL1Z1nWZrNJ1Nxms0kERPCcUoJnls9W9vmt\nj0KLiooEc+MdOXLk559/dgidRIaC9a+/ltnQLgexRsVx3LVr1wRz423cuHH//v2CRyGYoeCV\nJXZN8bkplUqJmou1zAZ4OYidX5Zli4qKpH+ffs6cOXq93s2jYFmWECLYUQdAy+QPR0ZHbTab\nCSEnjp/s32+wYEJPXb92vU7yAZ8JioHd2bNn/V2FwJGQkCC2q6am5rvvvvNlZQKYUqmMj48X\n21tUVORy8AduCg0Nbdasmdjeq1evXr161Zf1CWCdOnWS2Hvu3Dmf1STglZSU/v3wP+oqN41G\nc//999dVblDfFBzH+bsO9aumpsZmszlvnzRp0oULFw4fPiz4VsnBnTt30tPTn3rqqZkzZ3pa\ngWXLlu3evXvVqlUdO3b0KCHDMAMHDuzatevixYs9LXTz5s1r166dN2/e448/7mnaIUOGREZG\nbtiwQXBvZGSk4HaWZaurq52322y2fv36denSZenSpe6U/re//W3BggVvvPFGSkqK+3WmsrKy\nbt686Ty/4tJ33303derUl156KTMz09O006dPP3XqVH5+fnh4uEcJr1+/PmbMmGeeeeatt95y\n3qtWq0NDQwUTWiwWwdnT77///s033xw1atTYsWPdqcBf/vKXffv2rVu3rnXr1p5UnFRXV6ek\npBgMhvfff9+jhISQ3NzcjRs3Lly4sHv37p6mHTRoUHx8/Jo1azxNmJ+fv2TJkmnTpg0YMMB5\nr06n0+l0gglNJhPDMM7b169fv379+vfff99gMLhTgZdffrmysnL37t0eVZsQ8u23386cOXPs\n2LGjRo3yNG12dvYPP/xw4MAB5/sV0goKCl577bUhQ4ZMnjzZ00LnzZv31VdfbdmyJS4uznlv\naGio2LSWWEf91ltvnTlzZt++fc6Tec5KS0tfeOGFXr16zZ0719Oaf/LJJ9u3b1+6dGmXLl08\nTfv000936tRp5cqVnibcuXPnqlWrZs+e3bt3b0/TpqWlEUK2b9/uvMtms3EcJzhHKI9Wqw0L\nC6ur3KC+Bf6MnVhzpPPbkZGR7gzs6JBFo9GIDWsk0F41LCzM07T0FUWlUskolL5QhYaGykhL\nb9B4mlAsCe2s3T+KkJAQQoher5dRc3q/Q0ZCOoTS6XQy0tIXqoiIiIiICI8S0oGgjEal0WgE\nbyd5ehQ0k/DwcE8rQF8w1Gq171umvMuBjglCQkI8TavX6wXHE54eBb3T6uOWyXdxng7saJ+p\n1WplFCq7UYl11Pz1RXsGabTPlNcyZXfUlI9bJiFEoVDIa1QQ8PDhCQAAAIAAEfgzdmIefPBB\nvV7v5mS1TqczGAxt27aVUVDr1q0NBoOn9+kIIUql0mAwtG/fXkah8fHxBoOhSZMmMtJ2795d\n7CagDAqFwmAwtGvXzs3n33fffQaDITY2VkZZXbp0ad68uYyEUVFRBoNBYk2bhI4dO9LF0Z4m\nDAkJMRgMDzzwgIxCBdGjkFgE6eCBBx4wGAzuTIQ4UKlUBoPB06UFFG2ZUVFRMtI+8sgj8hpG\nbGyswWC47777ZKQVlJCQ4NH19fvf/95oNMooqEmTJrJb5u9+9zu1Wu3OHQkH4eHhBoPB0xv0\nVNu2bQ0Gg9itbRnosjw3ry+tViu7z0xMTDQYDJ7Ou1MGg6FVq1YyErZo0cJgMEgs8ZSQlJRU\nhzdbIZAE/ho7AAAAgCCBW7EAAAAAAQIDOwAAAIAAEbxr7ILErVu3bty4YTab9Xp9fHx8y5Yt\n3UnFMAz9jBjDMGfOnCkrK4uLi0tKSpKxXid4INQ+IyPUiLM8CLVvoPeAOoQ1dgGrrKxs4cKF\nV65ciY2N1el0ZrO5qKgoMTFx6tSpgl8xZS8lJWXdunVms3n27Nkcx8XFxd25c0er1c6aNUve\nOu7AhlD7jOxQI86eQqh9A70H1D0OAtS0adM2bNhAf5CHslqtGzdunD59usu0gwcPLi4ufued\ndz799FP6XZcsy27bts2dtEEIofYZ2aFGnD2FUPsGeg+oc5iwDViXL19OS0uz/5oAlUqVlpZ2\n5coVN3O4devWc889R2f1FQpFamqq+2mDCkLtM16GGnF2H0LtG+g9oM5hjZ0HvFzQ4ONVFAkJ\nCUeOHOnbt6/9xm+++cbN7zk7c+ZM+/btz58/36JFC7rl1KlT8r4lTgaE2jeh9n6Njo/XYHkT\n6kbdpAlC7Tb0Hj4LNTRMWGPnAdkLGvyyiuLy5cvvvfeeXq9PSEjQ6/UMw9y8ebOqqmrOnDlt\n2rSRLnT9+vUFBQWXL1+2WCzbt2/XarVz5869cOHCn/70p6SkJOm0dQKh9k2ovVmj45c1WLJD\n3XibNEGoPYTew2ehhgbKT7eAGyXZCxr8tYqCYZjvv//+r3/9686dO/Pz88+cOcMwjMtUPJvN\ndv36dfr4n//8Z3FxsftpvYRQu5/WG94csr/WYHkT6sbYpDmE2kPoPdxPCwEpqNfY0V+Mpg9O\nnDixb9++M2fOsCwrnUrGggZ/raLQaDSxsbGxsbHNmzePi4tr3ry54I/HC6qqqvrpp59iYmLo\nnz179oyMjDx9+rSbyR0g1BL8Hmp5h+yvNViyQ+33OBOEWhb0HhLqNtQQGIJ6jd3w4cM9nTyX\nt6DBL6sovLmtcPbs2ZycnJCQkJqamqysrAEDBhBCKisr//znP+fn57tTZwcItRi/h1r2Gh2/\nrMGSHWq/x5kg1A0+1Og9IDAE9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- "text/plain": [ - "plot without title" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Several hyperparameter combinations did not converge\n", - "# This was particularly a result of the low learning rates - filter and replot\n", - "tcga_adage_converge_df <- tcga_adage$all_results$select_df %>%\n", - " dplyr::filter(end_loss < 0.01, learning_rate != 'Learn: 1e-05')\n", - "\n", - "# Replot and Save Update\n", - "tcga_adage_converge <- (\n", - " plotFinalLoss(tcga_adage_converge_df,\n", - " dataset = \"TCGA\",\n", - " algorithm = \"ADAGE\",\n", - " output_fig_dir = tcga_fig_dir,\n", - " plot_converge = TRUE)\n", - " )\n", - "\n", - "tcga_adage_converge + theme(text = element_text(size = 15))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 2) More Detail of Single Training Curve (TCGA, ADAGE)\n", - "\n", - "Plot more detail of a single `learning rate`, `batch size`, and `sparsity` combination." - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": {}, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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GvGSoTXne+qtGTLKg+apnVKzdqeIQOph2ROMDfW/bdKWp443n9d13kVMOt28Spj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\ngtfd9BRn9Gx5iuGoK12lKrkFp51lW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dd7TytWvX7ty5sxESu+Li4kh8JAAAAEDU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\nEophE4ZMqvruf1VFrnfx9olpOTGJa08dVOu4pB1Ad7F977Xt/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VSdh4hkfZvdpeEWgjG2oGnybw98HHxXAPlnVETi7mivirXh2JR4ww6s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\n9cCBAz4vGU+i0ogOZyx5YWOuK3a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- "text/plain": [ - "plot without title" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "tcga_adage$one_model_plot + theme(text = element_text(size = 15))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 3) Determine Optimal Hyperparameters (TCGA, ADAGE)\n", - "\n", - "Extract the optimal hyperparameters for each dimensionality." - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\n", - "
learning_ratebatch_sizeepochsnoisesparsitynum_componentsend_loss
Learn: 0.001550 100 Noise: 0 0.0 5 0.003209832
Learn: 5e-04 50 100 Noise: 0 0.0 25 0.001924451
Learn: 5e-04 50 100 Noise: 0 0.0 50 0.001533053
Learn: 5e-04 50 100 Noise: 0 0.0 75 0.001255852
Learn: 5e-04 50 100 Noise: 0 0.0 100 0.001153771
Learn: 5e-04 50 100 Noise: 0 0.0 125 0.001054904
\n" - ], - "text/latex": [ - "\\begin{tabular}{r|lllllll}\n", - " learning\\_rate & batch\\_size & epochs & noise & sparsity & num\\_components & end\\_loss\\\\\n", - "\\hline\n", - "\t Learn: 0.0015 & 50 & 100 & Noise: 0 & 0.0 & 5 & 0.003209832 \\\\\n", - "\t Learn: 5e-04 & 50 & 100 & Noise: 0 & 0.0 & 25 & 0.001924451 \\\\\n", - "\t Learn: 5e-04 & 50 & 100 & Noise: 0 & 0.0 & 50 & 0.001533053 \\\\\n", - "\t Learn: 5e-04 & 50 & 100 & Noise: 0 & 0.0 & 75 & 0.001255852 \\\\\n", - "\t Learn: 5e-04 & 50 & 100 & Noise: 0 & 0.0 & 100 & 0.001153771 \\\\\n", - "\t Learn: 5e-04 & 50 & 100 & Noise: 0 & 0.0 & 125 & 0.001054904 \\\\\n", - "\\end{tabular}\n" - ], - "text/markdown": [ - "\n", - "learning_rate | batch_size | epochs | noise | sparsity | num_components | end_loss | \n", - "|---|---|---|---|---|---|\n", - "| Learn: 0.0015 | 50 | 100 | Noise: 0 | 0.0 | 5 | 0.003209832 | \n", - "| Learn: 5e-04 | 50 | 100 | Noise: 0 | 0.0 | 25 | 0.001924451 | \n", - "| Learn: 5e-04 | 50 | 100 | Noise: 0 | 0.0 | 50 | 0.001533053 | \n", - "| Learn: 5e-04 | 50 | 100 | Noise: 0 | 0.0 | 75 | 0.001255852 | \n", - "| Learn: 5e-04 | 50 | 100 | Noise: 0 | 0.0 | 100 | 0.001153771 | \n", - "| Learn: 5e-04 | 50 | 100 | Noise: 0 | 0.0 | 125 | 0.001054904 | \n", - "\n", - "\n" - ], - "text/plain": [ - " learning_rate batch_size epochs noise sparsity num_components end_loss \n", - "1 Learn: 0.0015 50 100 Noise: 0 0.0 5 0.003209832\n", - "2 Learn: 5e-04 50 100 Noise: 0 0.0 25 0.001924451\n", - "3 Learn: 5e-04 50 100 Noise: 0 0.0 50 0.001533053\n", - "4 Learn: 5e-04 50 100 Noise: 0 0.0 75 0.001255852\n", - "5 Learn: 5e-04 50 100 Noise: 0 0.0 100 0.001153771\n", - "6 Learn: 5e-04 50 100 Noise: 0 0.0 125 0.001054904" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "tcga_adage$all_results$best_params" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 4) Interpretation of Results and Subsetting Parameters\n", - "\n", - "Subset `TCGA` `ADAGE` to single model with stable hyperparameters.\n", - "These parameters will be used in downstream applications sweeping over latent space dimensionality.\n", - "\n", - "We observed that increasing the number of components resulted in changes to optimal hyperparameters.\n", - "As the dimensionaly increased, the `learning rate`, `batch size`, `epochs` and `sparsity` remained relatively consistent. However, the `noise` and `sparsity` added displayed reduced performance across dimensionality." - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [], - "source": [ - "tcga_adage_good_training_df <- tcga_adage$all_results$melt_df %>%\n", - " dplyr::filter(sparsity == \"0.0\",\n", - " epochs == 100,\n", - " batch_size == 50,\n", - " noise == \"0.0\") %>%\n", - " dplyr::filter(\n", - " (num_components == 5 & learning_rate == \"0.0015\") |\n", - " (num_components == 25 & learning_rate == \"0.0015\") |\n", - " (num_components == 50 & learning_rate == \"0.0005\") |\n", - " (num_components == 75 & learning_rate == \"0.0005\") |\n", - " (num_components == 100 & learning_rate == \"0.0005\") |\n", - " (num_components == 125 & learning_rate == \"0.0005\")\n", - " ) %>%\n", - " dplyr::mutate(\n", - " num_components =\n", - " factor(num_components,\n", - " levels = sort(as.numeric(paste(unique(num_components)))))\n", - " )" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": {}, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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3scw+Gw67q+++XTUDgcDgZ9NtwR47puOBzWdd00zThe7t8vDtqeVvx3qKCg4K23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\ndF0PBvcOT7311luLFy9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ojvKb1SGjfT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\nEydaOlJkFtzHDjWN6eSvr8gzVslJjpWlY6krwt5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PzF5LPvXv/WvsYafmg6N8ie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\nWjr4K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tOLFbuHDh1Vdffdddd8myPHfu\n3DfffDMvL88sevzxx/Py8p5++umbb77Z4XBcc801W7duLSsrM0tXrlyZnJy8fv36m266KSkp\naeHChU888YTdbh/WdwwAMFZQF7pGGwBiUiAQePXVV+fMmRNOvL744ovy8vK//vWvNTU1Q6uz\npKSkpKTkzTffHL5mAgDAUOCIHcDYYrVaH3nkEbfb/fDDD2dkZDQ0NKxbt27ChAk33nhjpJsG\nAABXCokdwNhisVj+8Y9/PP744z/5yU88Hk9KSsrChQsff/xxh8MR6aYBAMCVwqlYAAAAgBiB\n4U4AAAAAYgQSOwAAAIAYgcQOAAAAIEYgsQMAAACIEUjsAAAAAGIEEjsAAACAGIHEDgAAACBG\nILEDAAAAiBH/H8AYxhJYWFVTAAAAAElFTkSuQmCC", - "text/plain": [ - "plot without title" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plotBestModel(tcga_adage_good_training_df,\n", - " dataset = \"TCGA\",\n", - " algorithm = \"ADAGE\",\n", - " output_fig_dir = tcga_fig_dir) + theme(text = element_text(size = 15))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Part 2A: GTEx - Tybalt" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [], - "source": [ - "# Load and process data\n", - "gtex_tybalt <- processParamSweepResults(param_file = gtex_tybalt_file,\n", - " dataset = \"GTEx\",\n", - " algorithm = \"Tybalt\",\n", - " output_fig_dir = gtex_fig_dir)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 1) Final Validation Loss (GTEx, Tybalt)\n", - "\n", - "Describe final validation loss for all hyperparameter combinations across number of latent space dimensionality (x axis)." - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": {}, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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3jw4DPPPLNw4cJAIEAIOXz4sN1uz8nJsVqtQ4cOPXbsWFFRkeLEGDUVAAAAQB9i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\nTifbgOd5Qq0gCCzL6vV6jcb+VWkymZQCxiiKkg2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FxUpjKmWyi0lotVpls8h2/DIkIYbf1ZRqRVFUyus6F6QAACAASURBVDcMv7oJtVar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\n+OyJud/uRJXJlcX0u3z5+dfla6NlasisTXt/+W1CyKCZz1r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- "text/plain": [ - "plot without title" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "gtex_tybalt$final_val_plot + theme(text = element_text(size = 15))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 2) More Detail of Single Training Curve (GTEx, Tybalt)\n", - "\n", - "Plot more detail of a single learning rate and batch size combination." - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": {}, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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ebBTmCcijF2AAAA4Aw2D3aRoByIpqW6CgAAAIDTwebBLhZSQjFfqqsAAAAAOB1s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AAAAAxNG2we7tt98uKCiQZdke3LNnj6Ioo0aNkn2a9PsAACAASURBVCRpypQp33//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\n3LlzP3Sg/Yl32mmnaZpW7igONn/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- "text/plain": [ - "plot without title" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "gtex_tybalt$one_model_plot + theme(text = element_text(size = 15))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 3) Determine Optimal Hyperparameters (GTEx, Tybalt)\n", - "\n", - "Extract the optimal hyperparameters for each dimensionality." - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\n", - "
learning_ratebatch_sizeepochskappanum_componentsend_loss
Learn: 0.0025Batch: 100 100 0.5 5 2323.422
Learn: 0.002 Batch: 50 50 0.0 25 2227.978
Learn: 0.001 Batch: 100 100 1.0 50 2245.759
Learn: 0.002 Batch: 50 100 0.5 75 2234.204
Learn: 0.0005Batch: 50 100 0.5 100 2233.519
Learn: 0.0015Batch: 50 100 0.0 125 2229.193
\n" - ], - "text/latex": [ - "\\begin{tabular}{r|llllll}\n", - " learning\\_rate & batch\\_size & epochs & kappa & num\\_components & end\\_loss\\\\\n", - "\\hline\n", - "\t Learn: 0.0025 & Batch: 100 & 100 & 0.5 & 5 & 2323.422 \\\\\n", - "\t Learn: 0.002 & Batch: 50 & 50 & 0.0 & 25 & 2227.978 \\\\\n", - "\t Learn: 0.001 & Batch: 100 & 100 & 1.0 & 50 & 2245.759 \\\\\n", - "\t Learn: 0.002 & Batch: 50 & 100 & 0.5 & 75 & 2234.204 \\\\\n", - "\t Learn: 0.0005 & Batch: 50 & 100 & 0.5 & 100 & 2233.519 \\\\\n", - "\t Learn: 0.0015 & Batch: 50 & 100 & 0.0 & 125 & 2229.193 \\\\\n", - "\\end{tabular}\n" - ], - "text/markdown": [ - "\n", - "learning_rate | batch_size | epochs | kappa | num_components | end_loss | \n", - "|---|---|---|---|---|---|\n", - "| Learn: 0.0025 | Batch: 100 | 100 | 0.5 | 5 | 2323.422 | \n", - "| Learn: 0.002 | Batch: 50 | 50 | 0.0 | 25 | 2227.978 | \n", - "| Learn: 0.001 | Batch: 100 | 100 | 1.0 | 50 | 2245.759 | \n", - "| Learn: 0.002 | Batch: 50 | 100 | 0.5 | 75 | 2234.204 | \n", - "| Learn: 0.0005 | Batch: 50 | 100 | 0.5 | 100 | 2233.519 | \n", - "| Learn: 0.0015 | Batch: 50 | 100 | 0.0 | 125 | 2229.193 | \n", - "\n", - "\n" - ], - "text/plain": [ - " learning_rate batch_size epochs kappa num_components end_loss\n", - "1 Learn: 0.0025 Batch: 100 100 0.5 5 2323.422\n", - "2 Learn: 0.002 Batch: 50 50 0.0 25 2227.978\n", - "3 Learn: 0.001 Batch: 100 100 1.0 50 2245.759\n", - "4 Learn: 0.002 Batch: 50 100 0.5 75 2234.204\n", - "5 Learn: 0.0005 Batch: 50 100 0.5 100 2233.519\n", - "6 Learn: 0.0015 Batch: 50 100 0.0 125 2229.193" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "gtex_tybalt$all_results$best_params" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 4) Interpretation of Results and Subsetting Parameters\n", - "\n", - "Subset `Tybalt` `GTEx` to single models with stable hyperparameters.\n", - "These parameters will be used in downstream applications sweeping over latent space dimensionality.\n", - "\n", - "We observed that increasing the number of components resulted in changes to optimal hyperparameters.\n", - "All parameter combinations were fairly consistent.\n", - "Specifically, smaller `batch sizes` were associated with better performance.\n", - "We also observed better performance with higher `learning rates` in models with fewer components.\n", - "`kappa` and `epochs` were relatively stable at similar levels across components." - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [], - "source": [ - "gtex_tybalt_good_training_df <- gtex_tybalt$all_results$melt_df %>%\n", - " dplyr::filter(epochs == 100, kappa == 0.5) %>%\n", - " dplyr::filter(\n", - " (learning_rate == \"0.0025\" & batch_size == 100 & num_components == 5) |\n", - " (learning_rate == \"0.0025\" & batch_size == 100 & num_components == 25) |\n", - " (learning_rate == \"0.002\" & batch_size == 100 & num_components == 50) |\n", - " (learning_rate == \"0.002\" & batch_size == 50 & num_components == 75) |\n", - " (learning_rate == \"0.0015\" & batch_size == 50 & num_components == 100) |\n", - " (learning_rate == \"0.0015\" & batch_size == 50 & num_components == 125)\n", - " ) %>%\n", - " dplyr::mutate(\n", - " num_components =\n", - " factor(num_components,\n", - " levels = sort(as.numeric(paste(unique(num_components)))))\n", - " )" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "data": {}, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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dwcPXpUUZTWrVuXsB9d17OysiwWS1BQ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- "text/plain": [ - "plot without title" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plotBestModel(gtex_tybalt_good_training_df,\n", - " dataset = \"GTEx\",\n", - " algorithm = \"Tybalt\",\n", - " output_fig_dir = gtex_fig_dir) + theme(text = element_text(size = 15))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Part 2B: GTEx - ADAGE" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [], - "source": [ - "# Load and process data\n", - "gtex_adage <- processParamSweepResults(param_file = gtex_adage_file,\n", - " dataset = \"GTEx\",\n", - " algorithm = \"ADAGE\",\n", - " output_fig_dir = gtex_fig_dir)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 1) Final Validation Loss (GTEx, ADAGE)\n", - "\n", - "Describe final validation loss for all hyperparameter combinations across number of latent space dimensionality (x axis)." - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "data": {}, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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T6yW2K32+12O3umZFnWOqxkWRYEQasXgiDQodANRVmW2XEoyzLHcQ6HQ/dwMx4V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g7e09duzYdevWKZXKxMTEkpKSKVOmEJ4VWz+QLv9cP0kAACAASURBVKpgrV+/Pjg4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\n+clP6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Q3lcJTl57UuLj5fnZW++ca/8/NaK/84jmPJ9dtvv9/a685WBZf273f/8eMnLqQo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\n9OmdO3eOjY396KOP9KsOCgp68eLFnj17+vXr99lnnyGEmjdv7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7BXSPk2n+8GzDYBp/mGt1iGYUiSZNev0T0Of69hV43RAvFbwWF3Q74H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- "text/plain": [ - "plot without title" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Several hyperparameter combinations did not converge\n", - "# This was particularly a result of the low learning rates - filter and replot\n", - "gtex_adage_converge_df <- gtex_adage$all_results$select_df %>%\n", - " dplyr::filter(end_loss < 0.01, learning_rate != 'Learn: 1e-05')\n", - "\n", - "# Replot and save update\n", - "gtex_adage_converge <- (\n", - " plotFinalLoss(gtex_adage_converge_df,\n", - " dataset = \"GTEx\",\n", - " algorithm = \"ADAGE\",\n", - " output_fig_dir = gtex_fig_dir,\n", - " plot_converge = TRUE)\n", - " )\n", - "\n", - "gtex_adage_converge + theme(text = element_text(size = 15))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 2) More Detail of Single Training Curve (GTEx, ADAGE)\n", - "\n", - "Plot more detail of a single `learning rate`, `batch size`, and `sparsity` combination." - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [ - { - "data": {}, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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9HR0XO/SinOmJTStu2SG/SLlJKIHMepsBwi8n2fiNLpdOVFEZGUsvKjo20ZcKFQ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\ne++9t7i4eMOGDQDw1FNPjR49+oorrpAk6d13323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qgzacfAThTFGTNmvP/++1df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- "text/plain": [ - "plot without title" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "gtex_adage$one_model_plot + theme(text = element_text(size = 15))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 3) Determine Optimal Hyperparameters (GTEx, ADAGE)\n", - "\n", - "Extract the optimal hyperparameters for each dimensionality." - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\n", - "
learning_ratebatch_sizeepochsnoisesparsitynum_componentsend_loss
Learn: 0.00150 100 Noise: 0.1 0.0 5 0.0057914949
Learn: 0.001100 100 Noise: 0 0.0 25 0.0024124739
Learn: 5e-0450 100 Noise: 0 0.0 50 0.0017888015
Learn: 5e-0450 100 Noise: 0 0.0 75 0.0012287076
Learn: 5e-0550 100 Noise: 0 0.0 100 0.0011807038
Learn: 5e-0450 100 Noise: 0 0.0 125 0.0009444399
\n" - ], - "text/latex": [ - "\\begin{tabular}{r|lllllll}\n", - " learning\\_rate & batch\\_size & epochs & noise & sparsity & num\\_components & end\\_loss\\\\\n", - "\\hline\n", - "\t Learn: 0.001 & 50 & 100 & Noise: 0.1 & 0.0 & 5 & 0.0057914949\\\\\n", - "\t Learn: 0.001 & 100 & 100 & Noise: 0 & 0.0 & 25 & 0.0024124739\\\\\n", - "\t Learn: 5e-04 & 50 & 100 & Noise: 0 & 0.0 & 50 & 0.0017888015\\\\\n", - "\t Learn: 5e-04 & 50 & 100 & Noise: 0 & 0.0 & 75 & 0.0012287076\\\\\n", - "\t Learn: 5e-05 & 50 & 100 & Noise: 0 & 0.0 & 100 & 0.0011807038\\\\\n", - "\t Learn: 5e-04 & 50 & 100 & Noise: 0 & 0.0 & 125 & 0.0009444399\\\\\n", - "\\end{tabular}\n" - ], - "text/markdown": [ - "\n", - "learning_rate | batch_size | epochs | noise | sparsity | num_components | end_loss | \n", - "|---|---|---|---|---|---|\n", - "| Learn: 0.001 | 50 | 100 | Noise: 0.1 | 0.0 | 5 | 0.0057914949 | \n", - "| Learn: 0.001 | 100 | 100 | Noise: 0 | 0.0 | 25 | 0.0024124739 | \n", - "| Learn: 5e-04 | 50 | 100 | Noise: 0 | 0.0 | 50 | 0.0017888015 | \n", - "| Learn: 5e-04 | 50 | 100 | Noise: 0 | 0.0 | 75 | 0.0012287076 | \n", - "| Learn: 5e-05 | 50 | 100 | Noise: 0 | 0.0 | 100 | 0.0011807038 | \n", - "| Learn: 5e-04 | 50 | 100 | Noise: 0 | 0.0 | 125 | 0.0009444399 | \n", - "\n", - "\n" - ], - "text/plain": [ - " learning_rate batch_size epochs noise sparsity num_components\n", - "1 Learn: 0.001 50 100 Noise: 0.1 0.0 5 \n", - "2 Learn: 0.001 100 100 Noise: 0 0.0 25 \n", - "3 Learn: 5e-04 50 100 Noise: 0 0.0 50 \n", - "4 Learn: 5e-04 50 100 Noise: 0 0.0 75 \n", - "5 Learn: 5e-05 50 100 Noise: 0 0.0 100 \n", - "6 Learn: 5e-04 50 100 Noise: 0 0.0 125 \n", - " end_loss \n", - "1 0.0057914949\n", - "2 0.0024124739\n", - "3 0.0017888015\n", - "4 0.0012287076\n", - "5 0.0011807038\n", - "6 0.0009444399" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "gtex_adage$all_results$best_params" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 4) Interpretation of Results and Subsetting Parameters\n", - "\n", - "Subset `GTEx` `ADAGE` to single models with stable hyperparameters.\n", - "These parameters will be used in downstream applications sweeping over latent space dimensionality.\n", - "\n", - "We observed that increasing the number of components resulted in changes to optimal hyperparameters.\n", - "For this model, we did not test different numbers of `epochs` or `sparsity` because we had observed little impact to these variables.\n", - "We did observe that smaller `batch sizes` were associated with better performance.\n", - "The `learning rate` also increased with increasing number of components.\n", - "`noise` also decreased to zero after the smallest model." - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [], - "source": [ - "gtex_adage_good_training_df <- gtex_adage$all_results$melt_df %>%\n", - " dplyr::filter(sparsity == \"0.0\",\n", - " epochs == 100,\n", - " batch_size == 50) %>%\n", - " dplyr::filter(\n", - " (num_components == 5 & learning_rate == \"0.001\" & noise == \"0.1\") |\n", - " (num_components == 25 & learning_rate == \"0.001\" & noise == \"0.0\") |\n", - " (num_components == 50 & learning_rate == \"0.0005\" & noise == \"0.0\") |\n", - " (num_components == 75 & learning_rate == \"0.0005\" & noise == \"0.0\") |\n", - " (num_components == 100 & learning_rate == \"0.0005\" & noise == \"0.0\") |\n", - " (num_components == 125 & learning_rate == \"0.0005\" & noise == \"0.0\")\n", - " ) %>%\n", - " dplyr::mutate(\n", - " num_components =\n", - " factor(num_components,\n", - " levels = sort(as.numeric(paste(unique(num_components)))))\n", - " )" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "data": {}, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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01N7d+/fzAYzMnJWbt27bZt28pfMHny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\n1KGdkXfD/piYUcGhjNE+2lkl1Uotqsl0ANbFtcYyZYEXYrzD28xoU/fFUmW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- "text/plain": [ - "plot without title" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plotBestModel(gtex_adage_good_training_df,\n", - " dataset = \"GTEx\",\n", - " algorithm = \"ADAGE\",\n", - " output_fig_dir = gtex_fig_dir) + theme(text = element_text(size = 15))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Part 3A: TARGET - Tybalt" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [], - "source": [ - "# Load and process data\n", - "target_tybalt <- processParamSweepResults(param_file = target_tybalt_file,\n", - " dataset = \"TARGET\",\n", - " algorithm = \"Tybalt\",\n", - " output_fig_dir = target_fig_dir)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 1) Final Validation Loss (TARGET, Tybalt)\n", - "\n", - "Describe final validation loss for all hyperparameter combinations across number of latent space dimensionality (x axis)." - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": {}, - "outputs": [ - { - "data": {}, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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YoXAgAAAMDl4JZiAAAAABqBxA4AAABAI5DYAQAAAGgEEjsAAAAAjUBiBwAAAKAR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ChMGDB+/du7dWmeLi4pSUlHXr1slLOnXq\nFLQIcY4dAAAARBeRYzR6o9K1KOeBLS4u7tSpU05OToOFqwRtYnfo0KFdu3Z5PB5RFAkhgiA4\nnc7du3cfPnw4kOEBAAAANBjm/Omqoje4qnP65BZJ9/zN0KwN/bqU88AWFxffcMMNDRizIlSJ\n3erVq5988slaCzUaTdAOGAMAAADUX+WO192/HtYnNKs5vbdSFNNGKbhklXIe2OLiYq1W26VL\nl9LS0k6dOi1atKhW5hdQVDcoXr58ec+ePX/99dfJkyfn5uZevHixsLDQYrFMmzYt0PEBAAAA\nNAjB7XAe/VSfmKYxmPWJqVxlmch56FenmQfWZrOVl5dXV1fn5+dv3bo1LS3tzjvvPHnyZIO9\nBn+oEruffvpp0qRJrVq16tGjx8GDB5s1a/bYY4/NnDkzVJfyAgAAACilNcfF3tift18iPMvZ\nL+ubNNfoTfSr08wDm5CQ8Mcff+zateuuu+7q3bv3+vXrs7KyVq1a1WCvwR+qxE6j0TRt2pQQ\n0qZNmzNnzkjJab9+/U6dOhXY6AAAAAAaTtP+U03Zndy/HTW36NL07imK1qWcBzYtLc1sNkuP\n9Xr9ddddd+7cufpFrQBVYteuXbuDBw8SQtq3b8/z/NGjRwkhdrvd4XAENjoAAACAhmPKvjF9\n7NpWC39If+IdY8Z1italmQd237598fHxP/74o/SUZdkTJ0507NixQYKnQZXYPfLII/PmzXvx\nxRebNm160003TZ48edOmTbNnz+7QoUOg4wMAAABoUBpdbFOi0ShdTZ4H9rPPPjty5Mjw4cO9\n54pdsmQJIaR79+5ZWVmPP/74oUOHTpw48eijj9pstkmTJjX8i6gD1VWxzz77bGlp6TfffEMI\nee211wYMGPDwww8bjcaPP/44wOEBAAAAhAu/c8WaTKaioqJnn3323nvvdblct99++549e1JT\nU4MWIVVip9fr33rrLelswT59+hQXFx86dKh79+5t27YNcHgAAAAA4YJmrtgWLVqsX78+uHH9\nF9WhWIle/+8ssHXr1kOHDkVWBwAAANFp3Lhx48ePv+qfeJ6fOXNm8+bN4+LihgwZcuHChWAG\nRjvzxMmTJ7dt22a32wVB8F6+cOHCAEQFAAAAEI5EUZw3b95bb701bty4qxagmU82cKgSu/fe\ne++xxx676p/CIbETBMHlcgmC4PH4v82gNCWaw+HQUJw1Wet2Nb5LEkKqqqpoCnuvpdFoaMKu\nf13SC6+pqVG0FiGE4zgVdbEsq3QVQgjDMCr2odVqpXk3a9XldrsZhqEpLIoiz/M+yvA873Q6\nDQYD5QYJIU6n0+Vy0RSm3JNSq6iurqYp7L19URRpwvYm7Q0VrUIUxVp38qRZi+d5Fa2CYRhF\nrULCsqyKumw2m4q6PB4PfYPx3RFJLTA2NpamtUgbdLlcNL0B/Z6UWqDVavVbslYwKrqL+vSB\nKlqgIAjq+naaz3gt6logy7LqWiDNnpdeC+VXYSPCc4JOr+Cgpay0tPTxxx8/duxYy5Ytr1qA\ncj7ZwKFK7F5++eUhQ4YsXrw4LS1Nq1WzIwJKq9XGxMQYjcaYmBi/hWtqapxOZ1xcnNHof/Zf\nu91usVjkY9A+WK1WlmWlu/3Rc7vdgiDQhO2tsrKSEKK0Lul+2fKddShdvnxZr9cnJiYqWsvh\ncJhMJu97c/slfXkbjcb4+HhFdVmt1ri4OJ1OR78Ky7JWq9VsNte6q+RVSV9+vrev0+liY2NN\nJhPNBt1ut8PhkMr7LUy/J202G8MwTZo0UdS/ezwejuNowvZWVVUlCILSFijtSYvFomitiooK\nnU7XpEkTRWs5HA6j0UjzGZcJglBZWWkwGBISEhTVZbPZYmJiaHoJGcdx1dXV9A1GFEXf25db\nYFxcHM0GHQ5HTEwMTW9AvyelFpiYmKjoO4JhGIZhaML2Vl1dzXGciv5WFEUVLVCr1Sqty+l0\n6vV6ms+4TBTFiooKg8GgtL+12+1ms1lFf0vfYARBUNTCw9yli449X/1qs7qbNLX07tsmKVnZ\nV/CBAwdatmz5/vvv1zXgRTmfbOBQvVVnzpzZsmWLdF8+AAAAgEbqqy9+KT9rjYs3lp6pFEXx\noYc7KVp92LBhw4YN81GAcj7ZwKH6aZWWloZ7EQMAAECj5vFwP568EJ9g1Ou18Qkma7Wb4wT/\nqylBM59sQFEldrm5uQsWLFB6GgQAAABA+DCZ9Ndel+p0MDwv2B1MfIJJr+pMOx9o5pMNKKpD\nsR6PZ8eOHdnZ2V26dKl1WsaWLVsCExgAAABAA+vVp/WeL389fepih+tSe/Vp0+Dbl+eTlU9g\nu+p8soFDldjt2LGjVatWhJDS0tKARgMAAAAQOM0zEoaN7FzjYs0WvYqrif2S55PNzc0ldcwn\nG1BUid2pU6cCHQcAAABAcFhiFFxHTGPTpk1lZWXSlGLSfLIpKSmpqakTJkyQ55MNjsi5gBkA\nAAAgJOS5Yknd88kGh6/EbuDAgbfccsvcuXMHDhxYV5lPP/00AFEBAAAAhK+dO3d6P/WeK7au\n+WSDw1diV1JSIp36V1JSEqx4AAAAAEAlX4mdfGodzrEDAAAACH9hNz8YAAAAAKjjK7HLysoq\nKCgIViQAAAAAUC++Ertz587JM4n99ttvZrP5k08+CUpUAAAAAKAY7aFYURQ9Hg/P8wGNBgAA\nAABUwzl2AAAAABECiR0AAABAhEBiBwAAABAh/EwpZrfb//jjD0LIpUuXCCHV1dXSU1l6enrg\nggMAAAAAen4Su1mzZs2aNUt+Onr06FoFRFFs+KAAAAAAQDlfid3kyZODFgcAAAAA1JOvxO6N\nN94IWhwAAAAAUE+4eAIAAAAgQiCxAwAAAIgQSOwAAAAAIgQSOwAAAIAIgcQOAAAAIEIgsQMA\nAACIEEjsAAAAACIEEjsAAACACIHEDgAAACBCILEDAAAAiBBI7AAAAAAiBBI7AAAAgAgRLYld\n3s6CUIcAAAAAEFjRktgR5HYAAAAQ6aIisUNKBwAAANEgKhI7GTI8AAAAiGD6QFdw/vz5SZMm\nLVu2rHnz5v/85z9XrVrl/ddJkybl5OQUFhZu3rxZXrhp0yaj0VhSUrJixYry8vJ27dpNmTIl\nPT1ddQwFOXny45qaGtXbAQAAAAhngU3sRFFcunQpwzDS0759+958883S4/379+/YseO2224j\nhJw+fXrixIndunWT/mQ0GlmWXbBgwciRI3v16rVhw4bly5cvWLAgoKECAAAANHaBPRS7devW\nrKwsk8kkPTWbzSkpKSkpKQaDYf369VOnTo2JiREEoaSk5Pjx47Nnz165cqWUBZ48edJsNufk\n5BiNxhEjRvz888/nz58PaKgAAAAAjV0AR+zOnTtXVFSUn5+/Z8+eWn96//33//SnP11zzTWE\nkLKyMoZhOnfuPGLEiO3bt8+ZM2fVqlXl5eVZWVlSYZ1Ol5qaWlZW1rx5c2nJjh073nzzTXlr\ngiC4XC5BEDwej9+oRFEkhDgcDo1G47ewIAgsy1KWJIRUVVX5LXllMDRhN1RdKo5EcxyntC5B\nEBiGodlvMik8hmFU1GWz2RStItXldrvlsWS/hXme91GG53mn02kwGOg36HQ6XS6X38L0e1Jq\nFdXV1X5LXhkMTdjepL2hrgW63W6la/E8H4QWKGFZVl0LVFGXx+OhbzAcx/koI7XA2NhYlmUp\nN+hyuWh6A6Ut0Gq1+i1ZKxhRFGnCvrKuoLVAQRBU1OXxeGg+47Woa4GU31O1eDwe+gbjuwVC\nWAlUYicIwhtvvDF27NiYmJhaf6qqqvryyy+XL18uPW3ZsuXGjRuNRiMhZMyYMfv37z9y5Ijb\n7TabzfIqJpPJO/thWdZut8tPY2Njpc8efcuWehOaYvL/NCWl7oaetJaKD2SjqItmv125ooq6\nlK6iaEX6VxHaFijHQFnSu4owb4HqWgUJYgtUXRd9G6DcGn2TDpM+kNRjn4d5C9RoNCpaBQli\nf0tZV322DyERqMTu448/btmypXzanLfdu3dfd9118vAbIUTK6gghWq02PT29srLSZDJ5/5b1\neDzeed79999///33y08HDx4cGxtrNBqvTCKvVFNT43Q64+Pj5Up9sNvtFotFr/e/l6xWK8uy\nycnJfkt6c7vdgiDQhO2tsrKSEJKUlKRoLZfLpdVqvXcjjcuXL+v1+sTEREVrORwOk8lkMBjo\nV5FGZUwmU3x8vKK6rFZrXFycTqejX4VlWavVarFYYmNj/RaWRjV8b1+n08XGxlJu0O12OxyO\nuLg4+RQFH+j3pM1mYxgmKSlJ0feWx+PhOI4mbG9VVVWCICht7dKetFgsitaqqKjQ6XRNmjRR\ntJbD4TAajTSfcZkgCJWVlUajMSEhQVFdNpstJiaGppeQcRxXXV1tNpspG4woir63r9Pp4uLi\nzGZzXFwczQYdDkdsbCxNb0C/J6UW2LRpU61WwRk+DMMwDEMTtrfq6mqO41T0t6IoqmiBWq22\nadOmitZyOp16vZ7mMy4TRbGiosJgMCjtb+12u9lsVtffUjYYQRAUbR9CK1Dn2H3xxRd79uwZ\nPnz48OHD3W73lClT9u/fL/3pwIED0jUTkn379r3wwgvSY1EU//jjj/T09KysrHPnzkkLeZ6/\nePFiZmZmgEIFAAAAiAyBGrF76aWX5NOSnnrqqTlz5rRr144QIgjCzz//nJeXJ5ds3779G2+8\nsX///ltuuUW60UmXLl14nrfb7bt27erdu/fGjRuzs7MzMjICFCoAAABAZAhUYuc9SK7RaJKT\nk6Vh/8rKSoZhsrOz5b82a9ZsxowZa9asWbx4cdu2befMmaPVarVa7dy5c1euXPnmm2+2adPm\nmWeeCVCcAAAAABEj4DcoJoRs3LhRfpySkrJt27ZaBbp161ZL2BEAACAASURBVHbl2Xht27Zd\nvHhxwIMDAAAAiBTRNaUYAAAAQARDYgcAAAAQIZDYAQAAAESIaE/s1q4+FOoQAAAAABpGVCd2\nUlaH3A4AAAAiQ1QndjLkdgAAABABojexQzIHAAAAESYY97ELT6PH3hzqEAAAAAAaUvSO2AEA\nAABEGCR2AAAAABECiR0AAABAhEBiBwAAABAhkNgBAAAARAgkdgAAAAARAokdAAAAQIRAYgcA\nAAAQIZDYAQAAAEQIJHYAAAAAEQKJHQAAAECEQGIHAAAAECGQ2AEAAABECCR2AAAAABECiR0A\nAABAhEBiBwAAABAhkNgBAAAARAgkdgAAAAARAokdAAAAQIRAYgcAAAAQIZDYAQSb/Z3ciysG\nhzoKAACIQEjsAILq0sohoQ4BAAAiFhI7gNA4t2RQqEMAAIBIg8QOIHhqJXPI7QAAoGHpQx0A\nQBTJnLrN7XY7HI74+HiTyRTqcAAAINJgxA4AAAAgQiCxAwAAAIgQSOwAAAAAIkQknGMnCILb\n7RZFkWVZH8Wq33qEECKKYtzj77lcrpqaGr9b5nme53mNRuO3JMdxhBCr1UodNSGECIJACPEd\ndl1rqavL4/EoWosQwvO80rp4nuc4jma/yURRJISwLKu0Lo7j7Ha7iro8Ho/0rvkm7Tee532X\ncblcBoOBfoMul8vtdvstTL8npQhtNpvfkrWCEUWRJuwr11LRAkVRZBhG0VqkHi2Q5jMuU90C\neZ53OByhbYE8z7tcrri4OJrgpQ3W1NTQ9Ab0e1J6LXa73W/JWsGoaEvS3lDXByptgaIoCoKg\nIkKGYWg+47VwHKeutWu1iodpGIahbzBKewkIoUhI7LRardFoNBqNZrPZRzG7TkcIEQTB/k5u\n88lbDAaD3y07nU6z2azT6fyWtNvtHMfFxcXRh00I8Xg8oij6DvtK0kdRaV1ut1uj0Sg9Yb+q\nqkqr1Sqty+VyGY1GvV5B6+J53maz6fX62NhYRXXZ7faYmBia90gm5YJGo9FisfgtLHXNvjtN\nrVZrNpspN+jxeFwul1Teb2H6PelwOARBiI2NVZRhMAzD8zxN2N5sNpsgCCpaICFEaWuvrq5W\n1wINBgPNZ1wmfXnr9XqldTkcDovFoqgFSq2dvsGIoui7Bep0OrPZbDAYYmJiaDbocrlMJhNN\nb0C/Jx0OB8uyMTExijIMlmWltehXIYTYbDae54PT36prgTU1NTqdjuYzLhNFsbq6WqfTKa3L\n6XSaTCZF/a3U2ukbjCiKilo4hFYkJHaEEK1Wq9FofLc87y88rVZL00w1Gg19SUKI0qav1WoF\nQVD3gVG6Fv1ruXLFMK9Lp9MpWkv6AUpZl/Qt5TdbommB3hsMXAtUlNgFswVKLzxsW6C034JT\nlzRiR99gRFFsRC1QUWInHRJRsc+JqhaoOkEJt1ZRz7rkFSkbjCAIijoWCK0oOscuc+o26UH8\nmPdDGwkAAABAIETIiB2lzKnbampqnE5nqAMBAAAAaHhRNGIHAAAAENmQ2AEAAABECCR2AAAA\nABEius6xAwAAgIZVWVlV15+SkpoGMxIgSOwAAACgPjp3+lNdfyo791MwIwGCxA4AAADq6Z9F\nW1JTmxFCSkvPPjJs1P4DX168eOmeux8IdVzRCIkdAAAA1EtycpKU2NlsdkJIamoz3/PgQeDg\n4gkAAABQT6fTSTNnEEI4jpOnQVc00Rk0FCR2AAAAoF5GRvOj3x+XHn93+AjHcYcPf3/o4HeZ\nmc1DG1h0QjYNAAAA6o19cvTkSc8UFe10u927v/r6xZfmPDrycafTtXxFfqhDi0ZI7AAAAEC9\n0Y8/mpWVUVS0y2w2v/fBmptv7jZgYP+aGnfLltmhDi0aIbEDAAAA9ex2x5kzv3bv3mXosMEc\nx5069VOHDteEOqjohcQOAAAA1PvL+MnWaqvT6fz55zN5o3MfemD47OeeHZk7PNRxRSlcPAEA\nAADqHT92YvP/fbjp4w8/3ry1RYvsLds2rl3zXqiDil5I7AAAAEC9uLg4URSTkpomJiZUVFRe\nc027c+d+D3VQ0QuJHQAAAKg38L57pj096+LFSzd27nTs6PEd24vi4uJCHVT0wjl2AAAAoN6O\n7Z/99lvZlv/7hBCy5f8+iY2NmTtvZqiDil5I7AAAAEC9Ra/Ob9e+rV6v12g0Go0mPj4Oc06E\nEA7FAgAAgHq333FrWlpqcnJSUlLTpk2b6PX60XnjQx1U9EJODQAAAOrNee7FzZu2MAwrzxjL\nMEzb1jc0aZK484vtTZs2CW140QaJHQAAAKj34Qcb335nZbv2beUlDwwatmXbBkKIyWQMXVxR\nKkoPxb639vu1qw+FOgqA/0KDBIBG6p01f7+2wzX79x34v4+3fb3nG5PJVPje6uzsrOzsrJiY\nmFBHF3WiMbHbvOG09ABfpRAmpKaIBgkAjZHJZMq5c8DGDZtPn/75481be93Rr6qyKtRBRS8c\nigUAAAD1Xnj+5eUr8u/K6Ss9/eyf/3rpxYX/2vlJaKOKWtE4Yjd42LWhDgHgv7wH6jBoBwCN\nztmzZX3v7C0/7ffnu86eLQthPFEuSkfsHh3d1WjEGZ0QFkaPvTnUIQAAqNfxhutXv7X28TGP\nGQwGlmXfenPNdddhACVkonHEDgAAABrKa6+/vG3r9pcXvEYIOXnyx08/+eerr78c6qCiV5SO\n2AEARC37O7k1en3205+GOhCIEG63O3/JQo/Hc+rUT2azecnSV3meP3XqJ0JIhw7XhDq6qIPE\nDgAgilxaOUR6cG7JoMyp20IbDESGoUNy5cd2u4PjuCZNEjUaDSHkePHB0MUVpZDYAQBEu7yd\nBdKDgpy8UMYBjZN39say7BtLVoqi+Oz0qSEMKZrhHDsAgGgkD9fJWR1A/RkMhqcmPvnhBxtC\nHUj0wogdAEAUafbUJofDERcXF+pAIDKxLPvJth16PbKLkMGuBwCIagU5edKgHY7DgjrZmf9z\nhURsbMwrC18MVTCAxA4AINohpYP6OHh4j/xYp9MlJTXFiF0IBXzXnz9/ftKkScuWLWvevDkh\npLCwcPPmzfJfN23aZDQaS0pKVqxYUV5e3q5duylTpqSnpxNCrroQAAAAwkrz5viCDiOBvXhC\nFMWlS5cyDCMvOX369MSJE9f8h9FoZFl2wYIFAwcO/PDDDzt27Lh8+XJCyFUXAgAAQLi59U99\nv/xit/x0z+69t/6pbwjjiXKBTey2bt2alZVlMpmkp4IglJSUHD9+fPbs2StXrpQSvpMnT5rN\n5pycHKPROGLEiJ9//vn8+fNXXRjQUAEAAECFvz391/bXtJOftm3X5m9P/zWE8US5AB6KPXfu\nXFFRUX5+/p49/z76XlZWxjBM586dR4wYsX379jlz5qxataq8vDwrK0sqoNPpUlNTy8rKLl68\neOVC6WAuIeTEiRNfffWVXBHHcVKOKIqi36g4jiOEuN1ulmVpCtfU1Gi1/tNfnucJIU6n02/J\nWtsXRZEmbG9SeaV1sSyr0WikOBXheV5FXaIoeo/U+iUIAiGE4zildfE8X1NTI90JU1FdLMvS\n1CU1GGkVHxv0eDwmk6muDY7fu/4fdwyXAyaEeDweacu+0e9JabMul8tvyVprCYKgdJ8LgiCK\noorWTvztybqqU9ECBUGg+YzLpI+VitZO30vIAtQCFW3Q4/HQ9Ab0e1LarMvlUvRh5HlexT6X\n9kZwWqAoiupaIM/zNJ/xWtS1QLfbrai/lVo7ZX8rfU/5bi0PD33I+2lmZkatJRBMgUrsBEF4\n4403xo4dGxMTIy9s2bLlxo0bjUYjIWTMmDH79+8/cuSI2+02m81yGZPJ5PF4rrpQfnrq1KnC\nwkL5aXp6OsMwWq2W/lNE/xlQlAnV1NTQF5ap+PCrrkvRV51EEAQVdanIIMl/sjSla7ndbhV1\ncRxHv+d9J9+iKLIs62ODV74utEB6oiiGeQv07p3oKWqBvtMRKftXFDzLspTvhaI9qe7DqK4t\nhXkLVCeY/W0DtkAIK4FK7D7++OOWLVt269at1nIpqyOEaLXa9PT0yspKk8nk/SXn8XjMZvNV\nF8pPc3JybrjhBvnp7NmzLRaLyWTyLlMXj8dTU1MTGxtrMBj8Fna5XCaTSafT+S3pcEiTqDTx\nW9IbwzCCINCE7c1msxFCEhISFK3ldru1Wq28/ylVV1fr9Xqlt7xyuVxGo1HRVVGCINhsNqPR\n6P1LgIbD4YiJiVE0XsJxnMPhMJlMFovFb2HpO9v39rVardQCr7rBMV++ZzAYnv7+k3f6PkoI\nYRjG5XLFxMTQvBf0e9LpdLIsm5iYqGi8RMoGaPaDN5vNJopiYmKiorWkPSmfmEHJarVqtdr4\n+HhFa7lcLoPBQPMZl0kt0GAwxMbGKqrL6XSazWaaXkLG87zdbqdsgQzDiKLoe/tarVZqUTQf\nH6UtkHJPSi0wISFB0YdRyi+VfurtdjvP8yr6W1EUVbRAjUajtL+tqanR6XSK+ltRFK1Waxj2\nt9L3FK5ybUQC9VZ98cUXly9f3rt3LyHE7XZPmTJlypQpoih+/vnn8+bNI4SIovjHH3+kp6dr\nNJqioiJpLZ7nL168mJmZqdfrr1wob7xp06ZNmzaVn2o0Gp1Op9VqaVqe9HNNp9PRFJa2TFmS\nEKK06Uu/ltR9YJSupdVqKXdRLRqNRkVdlPtNJv3iVFGX9B4p+lqVht8UNRjf2ZLvFiivK/1V\netMp9w/9npRboNIDYaIoqtjnKtaS9mTYtkBpQEJ1C1TxuihboHQgrD4t8MoN0teuogUqPSrN\n87yKfU5U9bcq2i0JVguU+qXgtECpv1XUYPx2LOfP//H9kWP3DribEHLq1E/t27dV1C1DAwrU\nxRMvvfTSihUrli1btmzZMpPJNGfOnK5du7Zv3/7kyZP79+/neV46JtulS5cbbrjBbrfv2rWL\n47gNGzZkZ2dnZGRcdWGAQgUIHO/JmjBxEwBEpD279/bt3X/9+k2EELfb3f/P93e8rvvDQ3IX\nvpIf6tCiUaBG7JKTk+XHGo0mOTnZbDabzeYZM2asWbNm8eLFbdu2nTNnjjSMNHfu3JUrV775\n5ptt2rR55plnCCEGg+HKhQCNDu77CgAR76UXF76x9NX+9/yZEGI2m19+5fl9+w7cdtufpj87\nZ8bMp0MdXdQJxlHzjRs3yo+7det25Yl3bdu2Xbx4Mc1CAKC0dvUhQsjosTeHOhAAiHC//VaW\n0+9O+eltt9+66u+rZz/3bAhDimaBvY8dAISElNUBAARBp07Xr1zxpnSiqiAIhQXvt27TOtRB\nRS9c51Iv8tfnQ0Ov8V0SICTWrj6EQTsACKhFry14PG/chx9sbNky++zZckEQ1m0o9L8aBAYS\nOzXydhbUOndq44c/PPhw+xCFA/A/MFwHAMHUrl2bL3d/9vWeb86eLU9NTendp6d0K5+SX06E\nOrRohMROMVzbCGEOQ3QAEGQ8z2u1Wp7nz5z59Y8/LrZr1+aWP92k9K6B0CCQ2KlUa9Bu6Ijr\nVdzQHAAAoLE7ceLk6FHjEhMTWrVuZbGYXa6aNe8U1tS4317z986dO4U6uqiDxE6ZWrclKxib\nJz22Wq0hiQcAACC0Zk6fO33G32rND7txw+YZz875Z9GWUEUVtZDYKSOP0uGcdAAAAEJIScmZ\nBx68r9bCQfcPmD3rhZDEE+VwuxP1cIo6ADQia1cfQq8FgdCx43XLlq6SJh+TcBy3bOmqG2/s\nGMKoohZG7NRA5wgAACBZ/MarEydMfevNNS1aZJnNZrfbffZs+Q03XLf4jVdDHVo0QmJXLzgg\nCwCNgvxz9IPCY/cPbhvaYCDCtGyZ/cn2Tb/8UvrLmV+cTpfFYr7m2mtatWoR6riiFBI7xTBc\nB4rIDQa/ASBMbN5wetSY7qGOAiJNmzat2rRpFeooAImdcvh6BnUwvgshJLc9t9vtcDhCGwwA\nBA4ungAIEmR1AAAQaEjsAAJLyueQ1QEAQBAgsQMIOGR1ECrnlgwKdQgAEFQ4xw4g9OQZTbzn\nqQMAAFAKI3YAAJFJGq7DoB1AVInqxM574lcAgEiF3A4gekRvYidldXk7C5DeAUDkQTIHEJ1w\njh1A6OHUOmhwmVO3hToEAAiB6B2xkzWW71SMLAIAAIBv0Tti11jyOW95OwsaY9gAAAAQHBix\naxjVbz1ifyc3cNvHcB0AqIPeAyCqILFrZNBHAwA99BgA0SZ6D8U2IPnqs3NLBgXohGXvI7CV\nlZWBqAIAIhXO4gCIHhixa2C4xQAAhAnv4ToM3QFECYzYNYDMqdusVivLsikpKaGOBQDg3zBK\nBxCFMGLXkM4tGYQRO4geaO0AAOEGiV2Dka+KxbcdRA+0dgCAsILEDgDUQEoHsrydBRP2bQx1\nFABACBK7QMBMPhAEoT3ub3t7pHckoQoDAABqwcUTDSZ+zPu4eAKiRMITHyQnJ4c6CggL8vW2\nkw5+/H7/J0IaCwBgxA6gEfK+dWJoIwHwNnpXYahDAIh2GLEDAAA1pN8VCwjJnLrNZrMxDJOU\nlBTqoACiHRI7gMYH53FCyGG0GCA84VAsAAAohl8XAOEpEkbsRFFkWVar1dbU1PgtzLIsIYRh\nGJ7n/Rbmed7j8UirXOnJPR9KD97qNUIQBEIITQBXBqN0LVEUVazFcZxGo5HWVUQQBKV1SfuN\n4zhFtUgrSnV9UHiMEDJyVGeaFd1ut1ar4CeK9NZzHEffYKTwfMTAMAzlBqXdwjCM723KoVLu\nSelFud1uvyVrBaPi/RVFURRFda1dBRURSnuM5jMukz4acguk57uXuCrpradvMKIoNmALlEJl\nWZamN/C9J5PGb7i0ckizpzbV1NTILVCj0fjdrIznecqwvanrb6U9qWgVora1S58sms+4d0Uk\nWP2tVFcD9oEQViIhsSOESF0JTYcil6Tsfeoq+eSeD+XlVz6gJGVaStdSV1eQ16Lfw7Wq8H4r\n6/keUdblt7Df90gOgD6M+rfAK4vVekC5caWrXFmj5IPCY74T8WC2dtWvS2lbUleXil6oATeo\ntP37Lpk6cXOt8ip2YNj2S5Fal5TY0TcYFQkxhFAkJHYajUav1+v1erPZ7LewKIoej8dgMBiN\nRr+FWZY1Go16/VX2kvcQkdls9ng8PM/TBFCLIAhK13K5XFKlSivSarVK13I4HCrW4jjOaDQa\nDAb6VXied7lcOp3ObDavXX1I2r3r3jsxeuzNvlf0eDwmk0mn09HXxbJsTU0NfYMh/rpajUZj\nMBgoN0gIkVqgyWTyW5J+TzIMQwgxm82K+nePx6PRaJS+vzU1NVeupdVqfb9f0p5UWpfT6VTd\nAmk+4zJBENTVxTCMyWS6ai/hIzy5tdOUF0XR95i0RqMxGo30G5RaIE1h+j0pHQYxmUzeoa5d\nfUh6UFfDYBiGYRil+9ztdqvoOQkhoiiqaIEqPiM8z+v1eprPuHds6lqg9D2lur+lKS99fSiK\nCkIIb5VKBTl50gTbmGa7YcnfBNAoSPcww7sGV0KrAAiJSBixC6HoyerWrj7kd/BMkXNLBl31\n5OuGrQUCSr4zrazB2wkAACiCETvwT/rlvWrm3xvqBgfSdnC7hEZNzuomv/JxSAOBMCWn+Mj1\nAYIJI3YQSnWN20EjYr3ZtpucjJ7Ra6CHlA4g+JDYgR8bP/xBr9e7fzlECNl2sf+geqdioRqo\nw1HChoVMDgAgDCGxa3xsb48khCQ9+8/gVDd0xPWONY+S1P8uqecwWwiH6JDbAQBAZENi1wh4\npyMhGe6KgKOluEAPopbfe44AQCTBxRPhTuqUr8xLcOUBPe+9hwwPAAAiGEbswlqtLCSEyVze\nzoLGe05VrYEK1XNbAQAAhDkkdo3G2tWHRk/dRgiprKwkhCQlJYU6IgAAAAgvSOzCWpicEyPd\nsaxRD9oBRK0w6UYAIDhwjh0ocOVMAwAAABA+kNiBH0/t/yjUIQAAAAAVHIoFP1be+nBiYmKo\nowAAAAD/MGIHAAAAECGQ2AFAtMPdDQEgYiCxg/B1bskg6V+oA4HIV/D24VCHABAQuOgt2iCx\ng0agYXO7C8sfsr+TW7FqaANuExovDNdBxENuF1WQ2EF0wfgf1GXzhtOhDgGggckpHXK76IHE\nDnzZvOH0xg9/CNWQRubUbbUeNOA2AQiG6wAg4uB2J0Bl7epDIbl/PfIwCCi5VQuCIE3WBxA+\n6t/xYrqgKITEDqJO2l8/tlqtFosl1IEAAPgRqh/V0HjhUCz4MnjYtdID9CwBhYt/AaCWIJwn\nkLezAOfeRR4kduDH0BHXI6sLKDmlQ24HAFcKUIY3fu966QFyuwiDxA4AACC84LIeUA3n2AGE\nC/orReSxPVxcAhCRgnCc5B93DJ/47aZA1wLBh8SuMZG+zi2jCkIdCDQkpckZjtgCQIPANbMR\nCYdiGw3569z29sjQRgLhDKfLADSgTetPfbTuRxwYhUYEiR0AIYSsXX1I+hfqQPzzMcI3elch\nQW4H0SdAw9iNokMAqAWHYhuNzKnbts/uSggRBfG2UAcTaFJqEpLDBI3irlE4tQ4AAK4KI3aN\nRt7Ogo/6Tv6o7+R1vZ4KdSyRLPyzurpMOvix/DiSBu2e2v9RqEOoL5wWGVDS7g3ETpZ7gyB0\nC9JwO0D9YcQOwo73rNVBG7QbPfbmRjFW58OyWx5KTk7WaDShDqThBbMlNLirJhybN5zOzesS\n/GAiT6CT5iHDO2i1GAGBxgTttdGQv9iW/2lwSAMJqoYaeaLp/Rt1VhdJpLvhS2/9Xw9sDnU4\nDSPCBu3C8+SzxruTpdbuPegOoBpG7BoTKbeL+KnKAzQ2c27JIJya1rh0Wf/S9Qlp7NkjvEab\ntzN451zKWUv9c33vVENuge+uOUIIWffeiSfG96jn9kNi7epDRy+XrV0dFr+F8KGuJ3SMkQeJ\nHUS+xvs7/qrkUczGe3SSUpeU7HnfrddoNAaDgZwoI43w9fr+ymykR/+PXi6T/s/beTJMGmGj\nPljvfVziqf0fvd//iaBVHWF9I0hwKBaiSIT1YsG/QuLckkFB2IfyN3Tj/ar2ITwPYtKT48+4\n/GvioYTQBuOt8V4wVJCTV5CTt/auUctueWjlrQ8HP4AI6xgh4CN258+fnzRp0rJly5o3b04I\nOXjw4Lvvvnvx4sXmzZs//vjjnTt3JoQUFhZu3vzfM2k2bdpkNBpLSkpWrFhRXl7erl27KVOm\npKenBzpUiFQ40NAg5N7funpE/Jj3A1GFlDSMHnuznNIlPPGB/Z3cQNQVKqPH3sxxXHV1tcVi\niY2NDXU4io0ee3PezpOEkD9/+f70md+HOhxCGnNKF1oVq4bq9f/OAXBANpIENrETRXHp0qUM\nw0hPL1++vHjx4unTp99444379u175ZVXVq9eHR8ff/r06YkTJ3br1k0qZjQaWZZdsGDByJEj\ne/XqtWHDhuXLly9YsCCgoQI0FgU5eY36wJNSTZ5c16RJk2DW2BgPjwZTQU7euSWDSEp2uGUD\nUfW5qL/kv2yMi4sLdRTQ8AJ7KHbr1q1ZWVkmk0l6WllZeffdd3ft2lWn0/Xs2dNsNp87d04Q\nhJKSkuPHj8+ePXvlypVSFnjy5Emz2ZyTk2M0GkeMGPHzzz+fP38+oKECJelgHIbuQysk317y\nV3ji2A8DsX35GJ/8IGjNLG9nwehdhbgmMWx5TwxT61g2husAagngiN25c+eKiory8/P37Nkj\nLbnmmmuuueYa6fEvv/zidDqzs7PLysoYhvn/9u49Porq/B/42ftuQhKJaW4sBOWStKAkIhEE\nrFjkUq4aNBBQCTdbEQX9UUAMMYqkmha5aitXUWsIRSAK1MRaBRExbQy8AEEJpC8gBHInJNnb\nzPz+ON9Ot5tkd2Z3ZjeZ/bz/4LW7mTnPmbPPzj7MnJkdNGhQRkbGwYMHs7Ky3nnnnStXrpjN\nZrqkRqOJjo6+fPkyPZlLCLlx40ZFRQUfiGVZhmFYlrXb7R57xTAM/VfIwizLOhwOjuM8LkmX\nEdKmS2c4jhO7lnexWJb1IhYNx691feOj/OtumqLjJrD9eV9+QKOsvWeywDfRpXsOh4NlWeGr\n0L6JShj3OcBxnKwZ6HEx4pQVou5jJ7zbVPSzewkhTU1NxKtsd7PW+zv+56Se3W7nk82LvKX7\nBIFr8RlIBGeFM5qBQvYSPDoUwhOG47gAZmDbJZ33A1fWTopZ9DFdkhDicDjkyEB+81/NKjb3\njCj4y9lHH+9P19ryy//57Ww3TXm3vyUyZCBNOWrrg7P4KF7HEr6/5VchkmYgdCpyFXYsy65b\nt27+/PkhISFt/1pdXb1mzZo5c+aEhoaGhoYWFBTo9XpCyNy5c48fP15aWmqxWIxGI7+8wWCw\nWq3806+++uqNN97gn8bGxra2tnIcZ7FYBHavublZ4JKiPmONjY3CF+YJ77bvsVpbW8Wu4nA4\n+FjGJ3fwE57cd4A//+6eyzESu93uxXbROkMsq9XqnFTuuS8cWZZtbW3V6/XCG2xpaRG4pMCR\npG7evCl8YZ7wbjuTNtsnP3qnS+P0o2ffOjNs7gdexBI+bs6fcedsF86LWoGIzEBajXWEZdmW\nlpawsDDhW93a2ipwb9C2TeOTO5yfOo+Ydxnosdv8CDvXIn7b33Ic512sjjgnjEvL/sxAm80m\nPGHE1o4QQHIVdh9//HFCQgI/bc7ZxYsXV69enZaWNn78ePoKreoIIWq1OjY2tq6uzmAwOCec\n1Wp1rvPuvvvuRYsW8U/37dtnMBj0er1Op/PYMbvdbrPZjEajRqPxuLDVatXpdEJuO26xWBiG\nETsVmv5HX0i3ndGaoN2K2Q16LIefKitQc3OzRqNxHvzQ5/ZVb572s4V/dbOWzWbTaDRCRnjb\nqCcWHPnveT2tVsufuBfIYrHo9XpRt4ZnGMZiseh0Oj7x3KB7TPcHIVQqFU0/IQ06HA6r1Wow\nGIS8F8JH0iUDP3zvJH0w86lB7jvDsqyQbjtrbW1leffiygAAH5hJREFUWVZsttORFJjt1Zun\n0a1mGEatVptMJlGxhI8bIWTbqCcIIQuO/OWtwVNcsl0I4XsJHv2fgPCE4TjOffsqlcpgMAhP\naZvNJlMGhoSEiD1ixzCMx24/OeeeD987efXKTXPPCEIIy7J7d59/ck473y9ueLe/bW5u9i4D\n1Wp1RyPsPJ7854jjuJaWFu8yUKvVCsx251gC97d03ES1D4ElV2H3xRdf1NTUfP3114QQi8Wy\nePHixYsXDxs27NSpU3/4wx+effbZ1NRUuuQ333xTXFycnZ1NCOE4rqqqKjY2VqVSffbZZ3QB\nhmFu3LjRo0cPvvHExMTExET+aWFhoU6n02q1Aj97NptNr9cL3KUK3/0xDCP2w2+xWFiWFbsW\n/X+22LXod4PYXUa7O7Ve/++g+7UYhqFfM0JC0P3FtlFP1NfXazQaL3agAst0nt1ut1gswhOG\nEOL+a1WtVuv1eoENWiwWq9Wq1+uF7FKFj6TdbmcYxmg00q9VfkDyPzjt5lIAq9XqcDi8yFuV\nSiV2LUrgWnyO1dbWevG1SmsFUQXrew9n1tXVtc1Aj9cH2O12gXsJnsPhaG1tFZ4wHgs7moEC\nPz4qlcpms+l0OiF7A+EjyWegqBqXHjQS0m3nmzk3NDR4l7ccx4ldq6WlxYtsZ1nWTdn0/ti5\nbV+kxZYX2U6/p0QVrAzD0MJOYAayLIvfVetC5HqrXnvttU2bNm3YsGHDhg0GgyErKyslJeX6\n9ev0DOydd95ZU1NTU1Njs9n69et35syZ48ePMwxDz8kmJycPHDiwqanp73//u8Ph2L17d8+e\nPePj42XqKgQWvYdTADuAydfgHi4VAkrWTKhcN6Vp26yGd2dI3nJXv3UiiCXXEbvbb7+df6xS\nqW6//Xaj0bh79+6Wlpa1a9fyf8rKyhoyZMjy5cu3b9++du3aPn36ZGVlqdVqtVq9atWqzZs3\n//nPf77zzjuXLl0qUz8hyNGqTnl3ScicP4S/J1yg+9KFyfpFXvvO4w0aDcF9FgXj/w+27t6p\n/o/ut/pe2pvI8JcSY1cQPPzxk2IFBQX0wVNPPfXUU0+1XeCee+5pOxuvT58+ziUgAIiC/biE\nZL1hG22cVi0K+w+GhDrJkfXOdus+4VDbBQ+cNYfg5fxV0Um+Nroi/h5jCjvj488zsHz6IQ87\nJ+dkkDsxJD9cB8HGH0fsADonenTE+TsVx0uAJ/eBmdt/W0AnVPVYUkhQz3lCf3CFPmhoaPBz\ndFmTgR4FjF98oLa2VuxFu+7hEF1wQmEHABAYbcsF/NfCDQUPztW3JscvPhDoXoBCoLADAJ/g\nQg3fKbhkAfdwzTVIDoUdBDt8p/oOJR2AjyrXTTE8sT3QvQAlQGHX5fHTY/HlCgAgK8kvXuZP\nx3McV1tbK1WzEMxwVaxy4AIoAABJzP58p/MVyi57V1y8DJ0ZCjsAAID/crn7zJ6PfiCE7NhS\ngnoOugQUdl0ePQObOX8ITsUCAPgHijzotDDHTglQ0gEASG7n6Nl/3nxMpVLRp7+8NGDMrdfo\n4y76+xMQDFDYgTj8/1NxMSkAKJLzzm3a9CS1Wt29e3f69Opb5D8Puupvi4Hi4VQsiOCHsw+4\nBAQAAMBrKOygE8n/4DRBbQcAnRU9StdjSSEO10GnhcIORODPUMhxHnbv7vOStwkAIC2UdNDJ\nYY4diCPf1Lq09MR9e36SqXEAAIBggMIOOpHpswaGhYUFuhcgAi6mAQDoVHAqFgDAH3ZsKcH8\nUQCQGwo7APCSIu/R6vJbUlLhSzrUdr64+tbkq29NDnQvADo1FHYA4CWcfgV/4ku6hndnBLYn\nAJ0Z5tgBgPcUVts9802BVqslhMz+fKe0m5Y5fwiO1UFbfFbMnndvYHsCioHCDgDAH/if/nM4\nHO0uIHk1qTA9lhQq7Dwsan2QAwo7AID/8/b9j4eHhwewA6jt3KP3kGtoaOioOAYAzLEDAAg8\nRV6JAu7xB3H5BwC+Q2EHANCJoMILKpnzh6CqA2nhVCwABDU6bYvjOOOTOwLYDZyBBVnx0xOL\numU9OeeewHYGZIUjdgAQvBQ2GR/AvcIb4wgh7237F36bW8FQ2AFA8MIPugOAwqCwA4CgRmu7\n+MUHAt0RAP9JS08MdBdALphjBwDBrseSQpZlA90LABnR/8D8lhBCCMMw9fX1ge0PyAdH7AAA\nAAAUAoUdAAAAgEKgsAMAAABQCBR2ANCV7NhSgl/YBADoCAo7AOgy+JIOtR0AQLtQ2AEAAAAo\nBAo7AOgy8KPpAADuKeQ+dgzDsCzrcDg8LknvVsUwjJCFOY5jGEZIBziOI4QIadOlMwK73ZYX\nsbxYixDCcZwXsRiGUalUolbxLhZ9j+j4C0TfU1EJ47592gc5MlD4SPIZKGrYhXe73Vii1pIq\nA5/ITPHYDh03UbF8zEBRq4jNQI7jJM9A4QsL31sSQhwOh1ot4niBnzPQi/eX+LAPFLUW3Siv\nM9CL/a3wHKBDJ6pXEEBKKOxodmo0mtbWVo8L012qzWYTktAMw1itViEfGPo5EdKBtp0Ruxb9\ngHkXS+w3ECGEZVkvYlmtVrvdLnwVfk8tNhbLshaLxYudmsBYdMQ8fq3SjBLSII1ut9uFvBfC\nR5K2ZrFYPC7pshbHcV5koBdr8dWMqLVoOC9iif2CpG8xwzBexLJYLKKqGVHZLmTcOI6jGSVq\nHygwAwWOJJ+BYj+MXuxhfNnfis1A7/a3DoeD1nai1iLeZqB3+1tRCYM7eHchSijs1Gq1wWDQ\n6/UhISEeF25tbXU4HCaTSa/Xe1y4qanJZDJptZ5HqbGxkWXZsLAwQT3+D4vFwrKskG47q6ur\nI4SIjdXS0qJWq41Go6i1rFarRqMRG+vWrVsGg0Gn0wlfhWEYm82m0+nExmpsbAwNDdVoNMJX\nsdvtjY2Ner0+NDTU48J0x+f+a1utVtOMEtKgxWKx2+1Go9FgMHhcWPhI3rx502azdevWTdTX\nqtVqdTgcQrrtrL6+3otspyNpMplErVVbW6tWq73IQL1eL+QzzmNZtq6uTqvVio118+bNkJAQ\nIXsJnsPhsNlswhOG4zj3GU4/2jqdrlu3bkIavHXrltFoFLI3ED6SfAaKqnFtNhtdS/gqhJCG\nhgaHw+HF/pbjOLEZaLPZvMjA5uZmrVYr5DPO4zjOarV6kYFNTU303Re+Cr+/FZgwLMuK2sdC\nYGGOHQAAAIBCoLADAAAAUAgUdgAAAAAKgcIOAAAAQCFQ2AEAAAAoBAo7AAAAAIVAYQcAAACg\nECjsAAAAABQChR0AAACAQqCwAwAAAFAIFHYAAAAACoHCDgAAAEAhUNgBAAAAKAQKOwAAAACF\nQGEHAAAAoBAo7AAAAAAUAoUdAAAAgEKgsAMAAABQCBR2AAAAAAqBwg4AAABAIVDYAQAAACgE\nCjsAAAAAhUBhBwAAAKAQKOwAAAAAFAKFHQAAAIBCoLADAAAAUAgUdgAAAAAKgcIOAAAAQCFQ\n2AEAAAAoBAo7AAAAAIVAYQcAAACgECjsAAAAABQChR0AAACAQqCwAwAAAFAIbaA7II3f/e53\nKpVKo9F4XJJlWYZhNBqNWu25qGUYRq1Wq1Qqj0s6HA6O43Q6naDuOnWG4zg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- "text/plain": [ - "plot without title" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "target_tybalt$final_val_plot + theme(text = element_text(size = 15))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 2) More Detail of Single Training Curve (TARGET, Tybalt)\n", - "\n", - "Plot more detail of a single learning rate and batch size combination." - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": {}, - "outputs": [ - { - "data": {}, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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1BKoCkWAAByhsQOoHRJzGMHAAB9gcQOoHRJhYZYAADoAyR2ACXNQ40dAADkDIkd\nQAljDIMnAAAgd0jsAEqXzjjmsQMAgNwhsQMoXRpjHmrsAAAgZ0jsAEqXxjWJtWIBACBnSOwA\nShcnJhSaYgEAIFdI7ABKl845RsUCAEDukNgBlC7GGOrrAAAgd0jsAAAAAMoEEjsAAACAMoHE\nDgAAAKBMILEDAAAAKBNI7AAAAADKBBI7gBIlleLEih0FAAAMJkjsAEqUVFLj+AsFAIA+wNcG\nQIkSSmkMNXYAANAHSOwASpRUiiGxAwCAvtD7qdy//vWvd911V/qWiy+++Nhjj129evUdd9yx\ncePGvfba69JLLx05ciQR5b4RoHIIJTWGn14AANAH/fW1cfTRR9/f5YILLhg9evRhhx3muu6i\nRYtOPvnkhx9+eL/99rv99tuJKPeNABVFKcVRYwcAAH3RX4ldIBCoq6urq6szDONPf/rTZZdd\nFgqFPvzww0AgcOyxx5qmOWfOnFWrVjU0NOS+sZ9CBShNQkmMigUAgD7p94aexYsXH3LIIRMn\nTiSijRs3jhkzxt+uadrw4cM3bNiQ+8b+DhWgpEhSnDFSqtiBAADAoNFffex8LS0tL730Uqoh\nNZlMBgKB1KuWZdm2nfvG1NOnnnrqtttuSz0Nh8PNzc3p+6copYioqakp/2Pxi4rH44UqqgSj\nYowVMKqOjo6CFCWEKMGoPM/rFlV7e3vvb+n9QFzX7fZqsxNPxOMJO9Gnw1dKpf+x5MlxnEKd\nfMdx8i/HV8CoXNfNvxyfbdsFOcZCReVf8Mlkstv10PuF6nmebdu9nN5EIpFMJgsSXnNzc0HK\nIaJ4PJ5IJApSWkGi8sXj8ULdnAtywfs6OjpKKqrUnbnbzbkgQVam/k3sXnnllX333XfUqFH+\nU8uy0m98tm0HAoHcN6aeGoZRVVWVeiql5JzzTDN+CSGIKONLfeVffAUZpYiocleaUUkpqUdU\nuQSZbZ/Mh8mYzjXGWJ8OX0rJGMv/MJVSfq5fkJNfqKiooJdEeZ8rpZRfVJ8uVP+jM+5T8MMs\n1N91xsMselT+uSrUDaewUZXUuZJSZjxXmBNgl/VvYvfmm28eeeSRqadjxox5/vnn/cdCiK1b\nt44ePVrX9Rw3pso56aSTTjrppNTTb3zjG7W1tcFgsGcALS0tUsohQ4bkfyzJZFIplfFT+sr/\nRViQqPwfqYWKijFWkKji8TjnPGMdal81NTVxzkswKk3Tamtr0zfu9PtS07SMB+DssYQAACAA\nSURBVOL/8DUMo6amJn27Hdci7eEYE7VDhuR+h4vFYpZlGYaR8zsyk1I2NzcbhlFdXZ1nUUQU\njUYDgUChojJNM/2n3S5rb28PhUK6nu9tUAjR0tJSalF5ntfa2mpZViQSSd/e7Wk3mqaZppnx\nQnVdt62tLRAIhMPhPGMjotbW1pqamvy/vB3HaW9vDwaDoVAo/6haWlpqa2sLGFWhbs4FuQfa\nth2NRkOhUElFlUwmY7FYKBTqdnMuSJCVqR/72EkpV61ateeee6a2TJkyJRqNvvDCC57nLVmy\nZOzYsbvttlvuG/svVIASJJTkjGuMCyWLHQsAAAwO/ZjYNTc3O44zduzY1BbDMBYuXLh06dI5\nc+a89957V155ZZ82AlQUqRRnTOdcSCR2AACQk35siq2rq3v66ae7bZwwYcItt9yyyxsBKodU\nUmOco8YOAAByhnntAUqUUIozpjEmMOMJAADkBokdQImSnYkdF1IUOxYAABgckNgBlCipJGdM\n4xw1dgAAkCMkdgAlSiqlMa4xLtHHDgAAcoPEDqBECSUZ+tgBAEBfILEDKFF+jR1n3EMfOwAA\nyA0SO4AS5fex0zmXqLEDAIDcILEDKFFSkYaVJwAAoC+Q2AGUKKEkZ4yjjx0AAOQMiR1AicI8\ndgAA0FdI7ABKlCLFCaNiAQCgD5DYAZQoIaXGucY19LEDAIAcIbEDKFFCKUZMYwyjYgEAIEdI\n7ABKRVtb0nO3d6eTpDTGNMxjBwAAOUNiB1AqVq/c1tqaTD2VEmvFAgBA3yCxAygVUiopt+dw\nkpTGOCeGtWIBACBHSOwASoWSSojtOZyQkqHGDgAA+gKJHUCpkIqE6F5jh5UnAAAgd0jsAEqF\n6tYU6/exY0xIJHYAAJATJHYApaJbHzuhFGeYxw4AAPoAiR1AqZBqhz52UvnTnWDlCQAAyBUS\nO4BS0a0pVhHWigUAgL5BYgdQKro3xUqpMY5RsQAAkDskdgClontTLCnGGCeGPnYAAJAjJHYA\npUJJJUX64AmpMa5zjrViAQAgR0jsAEqF3HGCYqWIM8Yxjx0AAOQMiR1AqZCq+5JinAijYgEA\nIHd6sQMAgE6qx+AJzrjOGEbFAgBAjpDYAZQK1WNJMc4YKUKNHQAA5AiJHUCpkD2WFNMYZ0yh\njx0AAOQIiR1Aqeie2JHijHGsFQsAADlDYgdQQoS3PYfz+9gREWrsAAAgR0jsAEoF5ztUzkml\nNM78B8ULCgAABhMkdgClQtP4Dk2xSnFiDCtPAABAzpDYAZQKzplMm6BYKMk5Z0Qe+tgBAEBu\nkNgBlArGKL3R1a+x44xJQlMsAADkBCtPAJSoznnsAAAAcobEDgAAAKBMILEDAAAAKBNI7AAA\nAADKRJkMnhBCCJF1ofReXsqdlFIpVZCifIWKqlBF+co4KqWUlLJQUfW8GHIpOeM+SqlUeIyx\n1D6paPsUdqEO0/9HLNQ1X95R+SWUWlTZzpXsdZC1UirbgRT85AshWN69SP2oCvinXbJR5V/I\n4Iqq9wsVelEOiZ2UMhaLeZ6X8SWlVDQazf9T/G9f13XzL8q/XgsSlV9UQaLyb+iFioox5jhO\nQaISQhTwXBUkKr+0blHFYrFe9t/pgQgh/NhS+ziO4z9OPcgxMM/z8v9m8i94z/MKcvL9n175\nR+UrYFQdHR2FOleu6w6KqBKJRC/vklJmOxC/QNu2M95s+8q/b+dfjh+V4zglGJVt24X6yijg\nt1ipReXfmZPJZLebc6Hu1RWoHBI7znlNTU0wGOz5UktLi5SytrY2/09JJpNKqYyf0lfNzc1E\nVJCo/Ht0oaJijBUkqng8zjkPBAL5F9XU1MQ5L8GoNE3rFlXv38SMsZ5v8SmlmpqadF33Y0vt\nEwgE/MepB7mIxWKWZRmGkeP+2Ugpm5ubDcOorq7OsygiikajgUCggFFVVVXlH1V7e3soFNL1\nfG+DQoiWlhbTNEsqKs/zWltbTdOMRCLp28PhcC/v0jTNNM2M15vrum1tbYFAoPcSctTa2lpT\nU5N//uo4Tnt7eyAQCIVC+UfV0tJSwKiCwWChbs4FuQfath2NRkstqmQyGYvFQqFQt5tzQe7V\nlQl97ABKBeY2AQCAPCGxAygJUirGkdkBAEBekNgBlAQpMR0xAADkC4kdQElQSnHOqauDMwAA\nwC5AYgdQEpQixhnXmJS9JXYffbAl2m4PWFQAADC4ILEDKAlSKs6Ic957hV1bWzKRKMBUBQAA\nUJaQ2AGUBCUV50zTuBC9TcvputLzMG8nAABkhsQOoCRIvymWU++JnWN7SOwAACAbJHYAJUFJ\nxRnTNC5F97ZYRiw1osJ1hecVbK02AAAoM0jsAEqCP3hC07joMXiCMxJdiZ3jCNTYAQBANuWw\npBhAGZBScc6IqGeNnc40qaT/M8x1kdgBAEBWqLEDKAlSKc4Z50zI7nkb58xTnRtdV3ouEjsA\nAMgMNXYAJUFJxRgxxrbX2HU1v2qMy67HjAg1dgAAkA1q7ABKgpSKMcZ5hgmKdcb9ajwhpGlp\nSOwAACAbJHYApYJzpnWtPKGIWNfSsZxzoSQROY4IhU3PxahYAADIDIkdQEmQkromKFZEJKTk\nXYmdRswfFes4IhQ0vF4nugMAgEqGxA6gJPh97LjG/AmKFSmNdf556lwTShCR64hgyBBoigUA\ngCyQ2AGUBH9UrMa5lLLzaVeNHWPk97tzXRkMGuhjBwAA2SCxAygJUirGGdc6R8UKJRl1JnY6\n0zwpiMhxPMPUihklAACUNiR2ACVBSaVxzjnzV54QSumcJz/7l0y06Zz789i5jjCR2AEAQHaY\nxw6gVDBGmsalkES0/tMWZZPd9B63IgZP1diJ6qBR7DABAKB0IbEDKAnCb4rtmsduS0NUaEp5\ntvJsneuuFETkuqixAwCA3qApFqAkKNm5pJif2DmOII8p11aubXDNk53z2BkGEjsAAMgKid0O\nPCn9Ni+AASaVYmz7BMXJpEse66qx4470yO9jZyGxAwCArJDY7eCdbRuWNawpdhRQiaRU/gTF\n/mwmjiOVq5RrK297jZ3rSsPgqRUpAAAAukFitwNHeEnhFTsKqERKda480dUU6ymXlGcrzzG4\n1tXHzjNNXdc5prIDAICMkNjtwFXSFm6xo4BKpKTijHHeOY8d05h0lfKc9Bo7pYiINCR2AACQ\nBRK7HbjCs1FjB8WgFDFOqcEThsmVq5RnK9fWOXfTun6ixg4AALJBYrcDT0oHgyegGGTXqFgh\nlfCkpnOmmHJt5bkG11y5/feGrnMsFwsAABkhsduBq4TtoSkWikBKxZi/pJi0HU/rHCSh0pti\nfbrOXRc/PwAAIAMkdjvwpEBTLBRF56hYzqRUjiM0kzMiplvKtXWuuVIopfzxsKmRswAAAN0g\nsduBI0QSgyegSBhnXGNCSMcWms6IiDQzVWMnhNJ0TkSGgcQOAAAyQ2K3A09JR6CRC4pAKeKM\ncc79GjvdJN3gQg8rz9YZd6VwbM80NMLgCQAAyA6J3Q4c4WG6EygKvynWf2zbHjc0w1CuVq2E\na3DNk8JxhWFqRKQbmoc+dlBsy5etU/4EPABQSpDY7cDFkFgoEqW2J3aOIzSDmVy6LEhKGZrm\nSOE6wjRRYwfF525bR0TNTXF/ah4AKClI7HbgSWFoerGjgEokpUotFebYnmYww5COspRSfo2d\n60jD4ESk6xoSOyiitpfvVcJzXeG6uA4BSg4Sux24Uhoc5wSKQMnuNXaWrlyyiKizj527vcZO\nCHyhQtFIu0O5CdeVroMmDoCSgyRmB0IKznBOoAiUIra9j50gQ5ma55DBGGOMKSLXEYapE5Gm\nM9TYQREpJy6dhOsIzKcIUIKQxHTHiKFHMAw8qShVY+c6Hte5qUlX6KmrMb3GDokdFJF04sqJ\nr2lubE8mix0LAHSHxK47k2sYQgEDT0nFuzrZeZ4kTpbmONLselm5jujqY8fRtwmKSNnxdds2\nJVz35XUrix0LAHTXjwMFNm3adOedd37yySf19fXf/e53p0+fTkSrV6++4447Nm7cuNdee116\n6aUjR47s08b8SaUUKS1beytjlq7b0jMxhAIGlpQy1RRLREJKk3lt0mJd2Z6d9CxLJyJD17BW\nLBSLEq4S7rLPPhpfPfXzWDTqJquMQLGDAoDt+qvGTghxww03zJgxY8mSJeeee+4vf/lL27Zd\n1120aNHJJ5/88MMP77fffrfffjsR5b6xIP7duP61zauzvqyUybWkh1XFYKDJtOlOiEiSMsn1\nhMa4pqQgxmzbswJ+HzusFQvF4yRsKXRXRILWF+v2WPrZ+8UOCAB20F+J3QcffMA5//rXv65p\n2sEHH3z99dczxj788MNAIHDssceapjlnzpxVq1Y1NDTkvrEggSWFm+x1NVhT0x2JxA4GmpK0\nQ2InpaZcpun+qmJEZNudNXacoxsoFI104g2KTauqD4fN4WbVumgzrkaAktJfDY6ffvrpnnvu\nef/997/++uvDhw8///zzTdPcuHHjmDFj/B00TRs+fPiGDRu2bt2a48ZRo0b5Wzo6OlpbW1Of\npZQSQojsS4Glv5RwnYRrZ9tZKWUyLe7YItB9Byml/0F9OxHZFaQoKWWhivIhqhz1vBhyKTnj\nPv73YqpAKSVjzJOSXEcxrjRD2Ilul18vl6JSSkqZ/2H6p6tQ13x5R+WXUGpRZTtX/vZePj3b\ngfhvlHZHuxEcJTQrqDmOF9HMDscO6kZfw/M/JdXTYJd1RlWIM1biUeVfzuCKqvcLFXrRX4ld\nLBZ74403Tj/99Ouuu27ZsmXXXnvt3XffnUwmA4HtvTEsy7JtO/eNqad/+ctfbrzxxtTTkSNH\ntra2JrOPz2ppaUk9bm5rTQg3fUu6RDLpGsltLc1DhJZ5h0Sit8Pui2wx7ILSjCoejxekHCHE\noIiqvb29l/39m2AvByKl9F+1bVvXeaK9oyra5rgi4QjZtDWZTCYSidTb0x/3lP7HkifXzfrH\n0leO4xSkHL+oQpXmugVbQrA0o7Jtu9v1EIvFetlfCOE4Tm9XV6w1rgejLa0U8traolTlNTQ1\nDjGDuxBb+u/zPCWTyV6+AvqkgFElEolC3ZwL+31RglHF4/FuN+dC/YNWoP5K7HRdHzFixOzZ\ns4lo9uzZL7/88n/+8x/LstJvfLZtBwKB3Demnk6YMOHrX/966umbb74ZCATSd0h/o1Iq/SXJ\nmSKecWc/7EggRLrWcwchhFJK1wtwxvz7rGVZ+RfleR4RlWBUjDFNy5wc90kymWSMlVpUtm0z\nxkzTTN+40y91xli2C88/TP9VyzICAd01XYuRYZl6IGJy0nVd1/XU29Mfd+O6rqZpPO95tpVS\ntm1zzrsd5q4pbFSaphlGn6uIenIcR9f1co1KSuk4Ts+oeg+Sc65pGW6AqQI9N0GROiVVVVVA\neKo6EJJ61jtqLxzHKcilJYRwXdf/A8m/NNu2C3K38c+VYRiFuuEUJKrSPFd+VD3PVUGCrEz9\ndeJGjx6dXq2q67qUcsyYMc8//7y/RQixdevW0aNH67qe48ZUaQceeOCBBx6YevqNb3wjHA4H\ngxl+MrquK6WMRCKpLczQSaj0LSlKKcu0asIRTdN77pBMJpVSGT+lr/wMIGMMfeX/8CpUVIyx\ngkQVj8c535V7fU9+bjEoouq9VYIxlu1AlFJ+Yue/GggEIlVmwnIDGgtXRbhVHTR10zAty0y9\n3TTNbOckFotZlpV/hiGltG1b1zP8LeyCaDQaCARKLar29vZQKJT/94cQogSj8jzPzy26RdX7\n7YJznu1AXNd1HCeWbIsM24061JChVc3b4kMj1WTsyoG3traGw+H8Gz0dx3Fd1zTNUCiUZ1FE\n5LpuoaLyM9dC3ZwLcmn5QxgtyyqpqJLJpB9Vt5tzQfL+ytRfgydmzJgRjUaXLl3qed6rr77a\n3Nw8ZcqUKVOmRKPRF154wfO8JUuWjB07drfddst9Y0ECSwrXyTJ4wpNS59zSdbvX0RUA/UrT\nmGXpQkku3GDQ9MhSns1dZlr4/QrFF4u3hmtHOgknGDQ8T4Z0M+4VrJEdAPLXX4ldKBRatGjR\na6+9dtZZZz3yyCNXX311KBQyDGPhwoVLly6dM2fOe++9d+WVVxJR7hsLwpHCyTL/sKuEzril\nGbYoWAcXgL7inFmWLkmR5wTDgaRnKM/mguuBArTpAOQp1tFaUzPKdb1QqDOx63AL1qcTAPLX\nj3UA48aN+8UvftFt44QJE2655ZZd3pg/W3jZa+yEwTWLa6ixgyLSdG6YmpCSCTdcHUq0Gsq1\ndaHpwe3NQ5wzKXeY9w5gYHQk2vesqW8S/9ENTSkV1I22eMEGbwFA/ipuSTFXeNm+DB0hTE23\nNAPz2EER+TV2ihQXTqQ6FHcNJRzymG5u/2vVdQ3LxUJRJBPtQ6uGeZL7C9yFDQtNsQAlpeIS\nOyKiLB1jPSUNzi1Nt7HyBBRPMGgEQ7ojBFcyXBVMuFy5NneJG9uvW8PgHhafgGJQbiIUqvUk\nN02diEK6mUBiB1BKKrI7dpZ50l3h6VyzdD2JPnZQPFOmjSSi6KakpemhsJlwuPJs8iLc2v4z\nTNM5auygKHTXZmbQFcyvscPgCYBSU3k1dtnHsbtKGlwzuZ5tdAXAgIm5ts40zpliOnkOecSN\n7T9IdJ27SOxgwLlSaETEuFRc0/ymWDPu7fBLOLFqWXGCAwAiqsTETqlsuZ0rPINrFsd0J1B8\nUknOGBEp0qTrkEssrXpd07hAYgcDrsmOB3WTiBjXlHAZI41xd8dfwtE3lpDCxQlQNJWX2GXn\nSqlzbmiaixo7KAH+LKm6qXu2Ta6itMl9dZ0LgZXXYaA1O/GgphMR03Rlxw1D99zuOZzX9rlC\n4yxA8VRWYqeUYowzYjJTNztXeibX/f0GOjKALEKRQCLhMWKCdmiKRR87GHjNdodfY0fckG5C\n17nrivQbpoy3KjepMLMdQPFUVmLnSmFwbmWpk3Ol1DnmgIXi86TUui7FcNjqiHsa525aDwFN\n556HemUYaM12POQ3xeqGcuKG0f0Hhte2hYikh8QOoGgqK7GzhRfQDZPrGWeq86QwC7FgM0Ce\nYm4yYnSukxiuCcVtyRn35PZvUF3nQqDGDgZaW6I1FIgQEdN0accNU3NcwRhPVdl5bQ08WENo\nigUongpL7KRncs3UMq8t4UqhM07U28hZgAEQde1qTWe6SUSR6khHXPEdu6hrGppioQi+tdtk\nK1glpeK6rpyErnPPlQFNT01lJ1o/N+rGKYHEDqBoKiuxS3qupRmmlnncqyM8Q6vIif2g2JRS\nLO3nRMxJVjFimklEoYjVGjcCAd1T3Wrs0BMUBpombDKCrisMy1JuwjA015Xpi0947VuNYbuj\njx1AEVVWYmcLz9L0gGZkXC7WU9Lwa+wweAIGllIqvZo46toRrjHDIqJw2GyzTSuwQ8dQXcfK\nE1AEyokzM+Q6wrQM6cQNQ/NcEdLNuNtVY9fRotUMV+hjB1A8lZXYOdILaLrBNUdkHDwh/MET\nGt+hPxNAf1OKOE+rsXOTEUZMt4hI17kjdMvS0wdPYFQsFIebYGbAdaVhmcpJ6AZ3XBHUjVSN\nHSNiuiVRYwdQPJXV8ug3xXpS2JkHT0h/8ISlGY70dG4OeIBQoZQixpjX9nnik386mz9O7HFo\npHoY6Z1XYFD3QgGjTW6f31/T0BQLRaCcBDdDrisMKyDthGFosZiTaopVwiXNYLpJ6GMHUDyV\nVmMnLE23dMPOtBqsIz2D60RkZemEB9BPpFRc49Fli83hE4L7HKE2fhAmxbsGxgYMLxg0vR0G\nTzCMioWB5zfFep40g5197DqbYj2HiETbFr1mBNMt9LEDKKLKSuySnmtpusX1jE2xnpQG50QU\n0DJnfgD9RCliJEUyao2fERg3nTWuDVJnUywRhQwvGDTd9METhoamWBh4yk2QEXQcYQVDyonr\nOnccEdLNDtcmIq/tc616ODMsrDwBUEQVltgJf1SslnHwhL9WLBGZWTrhAfQTKZWMNZojJxIR\nD9VSvNVSIpXY7VbdMXRo0Ntx8ATWioUicBPcCnuuMEJB6ST8CYpDhpnwXCLy2j7Xa0Yy3cLg\nCYAiqqzEzpHC0nUrS4WcqzpXnjA1PYmmWBhIiqh1U2D8gf4z14rIti3+qFgiGlmdCAeNHVae\n0Bhq7GDgKSfJzKDrCjMQUJ5tmJrrilDX4AnRtlWrHcl0E02xAEVUWYmd7XkBrpuabmduihV+\njZ2l6WiKhYEkpKSORmPkRP9pbOjY5Ib3UjV2TDN1KdKbYhljCpPywIBTboIZQdeVhqkpKQ1D\nc12RGjwh2rfo1SOYbkk0xQIUT4UldtKzdMPiWsYlxRzRldjpBgZPwEBSiSjXLda1PmxsyBh7\n4wesa1QsMyzdc71MCxwDDCRldw6e0A2NiDhnUqhgVx876TlMN5luEn4YAxRPhSV2nmtx3dT0\njH3spJKcMSIKZNkBoJ+4m/+jDRvjP7aFJ4eMJSW319jplqY8V0oi8lo3o2c6FIs+ah9mBFxX\nmMb2ZbV1xkXaxJ/oYwdQXBWW2AnP0nVrZ3mbpelJ/OKEAaSNnW6M2Mt/HHWSYStgjpy4vcZO\nN7nnCiWJqOPtZ91tnxUrTqhwxr5fIcYcR+gGZ1nW1GYGpjsBKKbKSuySwjX9PnZSEFE87sai\naTegrvtUUOsc5AUwMCRprGud4phrVxmB0KSZPDLM38KMoHIT/mMRa1JOojhRAhARkecKw9CI\ncZX2C1kJl2kGocYOoNgqK7FTRJwxU9Nt4Sql/vny2vXrW3vuFtSNJBI7GEBKkaZ1/q6Iusmw\nYYb2O1avHu5v0SJDRazJX8LYi25TbrJogQIQeZ7UNKbXjvLaGlIbZaJNC9cSEdMMhRYPgOKp\nrMTO/2rUGRdKffKfRsvS7WSGNtmApiczja4A6CdSbh/iGnPtajOY/qpeXe+1N3buGWuSLmrs\noMgYY/rQMV7TBv9pQDc6ott4oNp/TWGtbYDiqbDErotM0vp1rTMOGu3YaSMNu+aPCOpmAv3T\nYWBpWucfY7uTiHTNYOfjkToRayLGSEmRaFd23N+OGU9g4EmpOGdEZAzb3Wter+vc8+SeNfXr\nt37Gg1XFjg4AKi2x6+pF5zWLvSfWWQHddjJMIRHQDPSxg4EkpWK88+LscJ0qI5D+qlZVJ6Pb\niEh0tOhVdX5TrKbx9Ho+gIERizpV1QEiMobt7m7bYJq6Y3sTa0dsbNrAQzXFjg4AKi2x66rh\nkDYFQ4Zpao6dlsB1pX2GprmY7gQGkJQqNcKw2e4YFginv8qtsLA7iEjEmvShY6TTmdhh8QkY\neNGoXV1tERGzwsrpMC3NccS4qqFNLQ1aEIkdQPFVWGLXRbkUChmMMbRlQSlQSqXmjmh3kt2a\nYlNErEkfMtofIavrXAhcvjDQolGnuqarRplrpsltW2iMG3ZcBSJFDQ0AiCoqsZNKcdZ5vNJW\nobAZfesRd8tqf4tSilHmaZkA+puUineNiiWles4QxjhnSolYkz50tN8Uqxvc87AWBQy0WFpi\np9eM0p02xxFENIKzDW7nBZltijsAGAAVlNglhWvpnVOFKY+ofXNy7QoR75zuxJPS4BV0NqC0\nKPJXPUn/+ZFOCw/Vk+0i1mwMGePPY4emWCiKWNQOhw3/sT50DE82OrZHRPVEq7uG9QBAEVVQ\nKuMIL8A7EzvGqPWV+4eccLmyO/yhha4SOt++SA7hFycMINnVFNtix2utYM8dtMiwQCIqotu0\nIaNlZ2LH0BQLA48xlqqQM+rGaR1bbdsjojrTXNPRltqLCBcnQHFUUGJnC8/SO39ohjuatN32\n0WtHaVz61R6uEGZaYseI5C71v1u/rnXN6qaCBAyVIzUqtikZqwtm6KikVdeH7KiXaNPCtUpJ\n8vvYocYOBpYQMr1C2Ri2O+9o8JtiOeOpyQSwqhhAEZV/Yvf6qxtffmFN49YOW3iWphOR64hQ\nfBvb64tEFLCMRGsLddbYbT8bAc3YteVi7aQb78AceNA3Siq/KXZbIlafaTIwLVIXtKNCSb/G\nhNAUC8UQ7/Aike0je5gV1kXM6Zo0qsYKxlybiJhuKkwFClAk5Z/YHXbEmKn7ht//+wvJ52+p\n2fQBESUSbki2u6GhRBSore3YupGIXCGMtBq7oL6LU9m5rkxmWs0CoBeKmF9jty0ZG2qFe+6g\nVdVZiahfi+x3HjAMDYkdDLBo1KmqNtO3GBrZCZuUZIzXByONiShhuViAoir/xE40rpXLfpNg\nVfbBZ9Z8+hYRtTds1KtCtvCIKDhkWGLb50TkSWF09cCjPBaf8DyZTCCxg76RsrOPXVMiS1Ns\nVV0o1ij17RMXazoTGBULAysWdaqrdpiLJzRqfLKlUSbaebC6LlDVmIgRauwAiqrMEzvlOc6H\nzw875Se1Y/b4LKGCNSO95o3t6z7mI3bzE7vQsBGJpi1E5MgdmmL9GrtdWLLJ82QyiVUroG9U\n1zJNrU6y1gr13IHpltXRrNImgNU07mHwBAysWMytqt4hsQuO2cdpaxTxNh6qqQuEt6HGDqDY\nyjyx6yC1bOKXeaBq5Oiqd1ZtmHDQaR0fvRjdvF7fbbwjPCIKDKmPt7ZSZ41delOsue7TlpWf\nbOvrJ3quQFMs9JWUinNORErJbOOxmRn0QjXUOUmY0nUuBJpiYUCN3b0q1DXXic/cbV8Ra5KJ\nNh6sqg9VbUt2EBHTDQyeACiWMk/sIrq1JtrUmIi2WLE6uyo4Zj/385XxpAxUVznSI6JA0HQ9\nIiJnx8QuoBnt7XYy0ee6N08ofN3CLmCMlFK9zLPDI8OSgQgRMSOgnKSmYVQsDLT64d2rk7kZ\nUp4jE+1asGaoFW72EzsDNXYARaPvfJdB7uQxk5/69N2464wzRyilAuMOcKIsEjFtIYjIsnSP\nB6Xd0aPGzujosG2rz32YPFfourbz/QDS+H3s2p1krZlhEjufUT28wwgR0m9sMAAAIABJREFU\nETOC0k3ouuW6SOyg+Hgg4ny+yho7hTMmlSQipqGPHUDRlENip5SybZtnWjdCKTU6XCtaNxjE\n6mqDjVvbqycfLxs+1Tl12AnbtokJW6+Nf75mm+QRM2Dbnb8yNana25IxI5Ha4nme/0G9B5NI\n2rpO8XhC07LWhvpd93ZaVC48zytUUYWNinNekKKo6983/3KEEFLK/ovKcXbyTZbtQJRSUipi\ntLm9uVq3skXIJh61VTNt25aaacfaJA21bafnzkII13WlzDfn86+HQp0xKWVpRuU4jhD5jkHx\nj0sIUVJR+SX0jMp1e2uIUEplO5BsBbLQ0NiqJ7RxB9m27QmRtG2PNJGIsV7Phv/nkP/iY/49\n0PO8Qt0GSzaq/Mvx/+lLLaps58rfDrugHBI7IvI8L+NFoJRSSn1t3P6eFPFGb/26ln33q1dM\nGxmoerlh5cHDdudMunqVs239ZmvIYZGhqUIM4q7wkkk3tUVKqZTa6aUmPBkKGR0xu1tPlIwx\n9/1Au/O/UQr4B1BqUflf5AWMqlCrWPa8GHoP0r8Us+0zfEQoGNA2xltr9UC2fYJ149saN3ie\nJ7nhJTsoUOvYbs+d/S/mXRj307McynSYu0ZKWcCopJSFurpK8FwVKir/gu8ZVe8pYy8Xql9g\nz5Nv1g5LrtxaZYY9z6vWreZ4NMg0ZSe0nf1F5J+8UtfhFPCS8Dwv/7tEYaOigt4DSy2q1A+G\nbqc9/9+BFascEjvGWDgcDgYztGE5jiOlHFEzhIhkjXpu6SczvhAyDGOv+lGPrX8vEApqjPNA\nre581qqHxg8dYWidrahDyVWcGYYRDndOKpZMJpVSGT8lnWEY1TVhxre/sSf/d0kvO+QukUgQ\n0U6jyoX/O7UgUcXjcc55IBDY+a47k0wmOeeDIqre73GMsWwHopSqq08YhtHe4u49ZHi2gx2u\nk9O8IRwOy0i1pZFRFdH0tp47x2Ixy7IMYye/K3ZKSplMJjVNK8jJl1IGAoFCRaXrekGiEkIE\ng0Fdz/c2KIQowaj8KpCeUfX+J8A5z3Ygruvatp1+V/RVDxuugvVVw0YxMzi6dlgHl0OrakR7\nY+9nw3XdUCiUfwrlOI7jOKZphkIZhpPvQmnhcLiAURXq5lyQS8u27RKMKplMuq5rWVa3K9M0\nzWxvgd6V+eCJdJyzESMjmza2+42kk4eN+rjlcyLigYho3+pJkcrqiMhQmsd28edCIKDbGBgL\nffRx25bVrVsn1NRn26HKCESdJBFxMyTdhKYzD/PYQQkwA4Y57RRmBomoPhBpjEcx3QlAEVVQ\nYkdE++w7/N23NwdDBhEdMnz8W1s+IyKmW168VWM7nAqRJGXuamIX1HdhOC1Uss8T0VcaVs+f\ndnT6CJ5uDK65wiMiZgalk9B1DaNioRSYpmZMOMp/PCwQaUzEMEExQBFVVmIXiZiGoYVCBhEN\nD1VvS8Q8JYmow7VHhKrT93TjQphS03ZlqrBAwEjaqEqBPhgZrDpv4qG9ZHXpmBFQToJzJiUm\nKIbisyw9tVxsfTCycUPb1mYleh2iAQD9p7ISOyKaMnXk0GGdXTGmDNvto6bNjLGo444I7NA/\nI5FwmUmBgL4Lsw0HAqixgz7TMw3r7o4xIuJmULmJfg8IIDeGqdlO532yxgw2rU1saRZ/exsd\npACKo+ISu93GVI/dvdZ//IUR4/9v6zrL0pt4eBTtUDPXEXN4iAWCxi70lrPQxw76ByMSSjIj\nqNxksWMB6GRZutPVRsEYI6YOmD4yYjiYqh2gKCousUtXF4g0JmKGpW3TgsN37OobizlagFmW\n1qcaOyGkpvFAQE9guVjoB1VmIO453AxKGzV2UCosS7PtHe+TuqUxL9U+CwADqaITOyLaZ8iI\nFhFrYuFAoi19ezLhkq76WvfmeVI3NE3jEquzQz+IGFa7k2QmauyghJimlp7DGVxLKDLI8VzZ\nvPRXRQwMoDJVemI3o3739fHmJKtd/q+2t97YkP4S84dB9KXuzfOkrlf6KYX+4894woygclBj\nB6XCMDUnbbiYybW4lDrznKSdXPsW5j0BGGCVnoWMrRq62WmLbhmyW7CRMVqzaht1zSNvajo3\nWHpTrExGZbwta1lEnit1rTALGwD0VGUGoq5fY4fEDkqFZemu25nYea4ImEaHcHUm4g2fKs+R\nyY7ihgdQaSo9sSOiiePq9pk5YoSxZcYXxny6tmVbY4dti0DQCOqG0lV6U6zz6Yr4xy/3UpTr\nCd3QiIgxTEUBhVdtBqJOknFNCozOgRKSWgDNcYVl6R2uo3MRb1ht1I3DjxCAAVYOS4rl6ZgJ\n+7rCU6sV5+yIo/b450trh9WFIxEzqJtKlzvU2MW2CdXbF6rnSsPg1DUw1p8JGaBQqozAumhz\n6qk/lR3nqCSGUuE6MmQaHa5tcJncutEad4C048UOCqCyoMaORoaqx1YNZZyTkpalH3PcXrbt\n1dQGgrrhcZlqYiAiEW0S0cZeivI86a9XtmsT4AH0rsrsXFXMh8UnoNQ4rggFzQ7PMbhyHE+L\nDEWNHcAAQ2LXSQsPFbFmmWhT8dZDDx+354Rhgf/P3n2Hx3Gdh8J/p8/sbG9YLHonABIAwV5F\nUiQlWc2SXGTFSZw4TnLdEjvOja/crluea33+nMiW4txrx0W+si1Lsmyrs5Oi2Ek0gui9A9v7\n9PvHgEsQBEGQRGE5vz/4ELOzZ98ZLHbePXPOewgqefmqOGoiNPtsRFme7LHjuOubdYEgc2Gk\nmOiUdyBBYDIqFYbcSiRRMXJMTErhYkjjMzDaoApojB2CLCqU2E0izK5U7xn/a9+M17+hb+FI\nOjV9JJOmwWy3vWRpcowdqlGMLAQDSSflS18YCBJHPXbIrYAkcVlSQE/sWCYhiRSFaeYsjEYz\nuBFksaHEbhJp8cSb9tof/ao41qlv4QgqLk2fqI9T7Cyz92VZJUkCADiOSiRQjx2yALRLk3JI\nEu/q9Le1TsgovUOWFMtS+uATUVKMLBOTBIoiNaOXYHjUY4cgiwwldpPY4o2uj/4vgrcTBqsS\nDwJAkcV1IThCUoQ+zE5NxTCGJ0wuOTJ+tUZkWSVJDAA4A0rskAWEU4wmi8vK3WYLOzIcCfjR\n+HRkKTEsmRJkAJBExcyxcVlw7PhrBWMw2oDG2CHIIkOJ3SSMIDGCAgAmr0boOwcATs6YkESg\nQL+pqsb9hNFJmJ1KZOb5E5qUEpNJ/VaswUAlkyixQxaEpmkYxWlS0mRmCgrtHo8JzdRBlhbD\nEPrnpCQpHEsrqso5MiVJwWhOE9EqKQiyqFBiNx2TtzLVV6//f2NmUX/Sr1811aiPMDlIs1u5\nSo9dvOGtRH8zRV6cPIESO2QBcBSdVCSc5tJVJBiWFNBMHWRJsSylLxcrigpNEwBA0YQsKzht\nUEXUnYwgiwoldtMRvE1NhAE0ob++CpP7U5OJnRLzYbyDMLuVqG/GJ6Z6zoqJmN5jhyALxExz\nMUnAOZOaCOlbYiAkUGKHLCnmYoEnSVRIavKyommA0ZyG6tghyOJCid0M6IziwOv/K9F8IFn3\nhsdq7vJNAIAaCxAmJ2FyzVjKThPiGElL8RhaKxZZUBaaDQkJJq822X1a33LS390XDMz+LARZ\nUCxLppKX9djpMNRjhyCLDmUhMzBU3mtYvsv2wBeVePDB5csONHdExZQa8+FGJ86alGTkyqck\ne8+yxetFSUkndjiBKajGGDLf7AzvT8VpT6k02q5vCanJ8XB0aaNC7nIsS+q3YmVZpSiCIShR\nkQEAwwlNVa71bARB5hNK7GZA2rLYgtUAwOSscER7q8xZP248LCZCOGu62lOEnrNswWpVxQhi\nstCdwUAn4ugGGTLPHCzvT8UAwyhHruTrA4AYJIMx1CmCLKX0rVh90VgDRceuqBWFIMjiQInd\nbLjSzYmO42X57ioytyfq1zdiGK6pSkIWLy3upKlKIkQYHRhBwsUqdwZU8QRZAA7OGEglAIAt\nXp/qOq5pmplmkxJ6pyFLiaIIecrqi0aKiV9ctgfD0FrGCLKoUGI3G9LiUSJj+QUWPsRMpCbL\nbBImpxLznx3v/37dXkGRAUAcaaMzywAAY/j0nFmDgUokxKu1jCA3xkobgkIcAJjs5cLghYiY\nsjCcBto1n4ggi8ZA0nFJwHFMVdFwFARZbCixuwYmq5L0NccjUY53DMSCANAfd7c3DfiS0Q2e\ngp9deF8DSLQf5YrWAwDO8OnyxZyBTqIeO2S+kTiu6ItPYDhhck2MdTk5E0dQITT3ELllGCl9\n8QlCklRNQ986EGRRocTuGviaB2P1b9qTLQZ2+YnxHlFU+sOWzrYxfyq+MbMo12Q/Ndwp+/oo\ndyEA4Kxxao8dqlGMLIiLV0quZH2k46iTNZoodigeWtqgEETTNP3GK08xcVmkKEISFZykNQV9\nEiLI4kGJ3TXgrMnxyFeKnPGQkNM7Gqw7O1R7T41daPEPxkwUW2n3+rpOMblVkzvThvS6FAYD\nFY+jW7HI/ONIOilLAMDk1ggDTU6Wt5uMfUH/UseF3NVIikgmZb0sAE/SCUmgaEKSVIw2oFJ2\nCLKYUGJ3bRhBOu795D0f3GQaMvT7A95c5/L1K6iWQQzD3AYTdB03LLtH3xNnjOlbsQxLCmih\nJ2QB2PWJsQAYQcU0sGuKy2wcCoaXOi7krsayZDQi6EXseIqJSyJF4ZKk4AwqZYcgiwoldnPF\nMOTWbQVECQCAufpeU3xwqG+cA9CSEcKcAfptCJJKf4ShuWDIArEzhsDFqTwjzgLDcLOd51DF\nE2RpsSwZjaaoi4ldTEpRFCFJCkZxGkrsEGQRkUsdwO0kz2o/FekHgJCYMq4rbnnjlVMpYiJz\nlf6oLKkUWk8MWXhOzhS4eG8rlFEm9J5jC2sUv5Ye4YQgi49hLvXYGSkmIYsUjUuSitEs6rFD\nkMWEeuyuA0/RcUkAAL8QNxZV7fzMpx/+/N9MiMvG/DEAkGSFIHGcpLWLBZxIEpdlNNsfmWcO\nlvcnYwCgaZpMc5os0aRq0piQmFzq0JC7F8OS0aigj7FjCDIlSyRFSJKC0wYVjbFDkEWEErvr\nQ2C4rKn+ZMzJGQGApIjCNfbDRzpEUVFkjSJxwuxOLybLcaiUHTL/7CzvF+IAEBaTVpoz1nxA\nanjVAIz/4v1ZBFl8k2PsmEt3gSZvxTIGdCsWQRYTSuyuTyZvHYmHfamYgzXqW7xWs7PMcPb0\noCQpBIkTJqdyqZQdlS5lJ4qyKKI1E5F5oBcJAwBfKu5gjUz+KmNWkbHzXExKXfO5CLJAGJaM\nRUV6ynAUmiZkScVpg4b6khFkEaHE7vpkG63D8ZAvGXNyvL7FxZlEXhZScjCQpCictHrlwKD+\nkIGn06uKdXUGTp8YWJqgkTuPpgGAPxVzcUYAsNXcq2lEcqRtqcNC7l4sSyWTkj55QkdSuCgq\nOI167BBkUaHE7vpk8dbBaDAoJC00p29xG0zjyWhNrffc2SGSImhPqTjaoT9ksbCh4ORX1aA/\nEQwm4jF0ZxaZBxiGawAD0aA+JIBlSc2UIw63LnVcyN2LZUlN09KJHYHjOInpt2JVEfUlI8ji\nQYnd9cnircOJsKapBDZ56uwM70/FrDbOk2kiCQw3WJTE5BoAdochEJj8qhqNCes25jU2jACA\nGhlVwyNLEj9yZ7DS7PONBwVVLjQ7AQDHMcro0ny9Sx0XcvciSZwg8fStWDPFpjRJklRU7gRB\nFhkqd3J9aIIUFAnHLiXEOIbpCzytWZutL/WEGyxqIowbLCSJK7IGAJqm4RjmcvGNdcOJhCTU\n/REICgoql+QQkDvAOk8hhRMlVnd6C83w8kRgCUNCEJYh0z12ZoZLgSiJMs7wqNwJgiwm1GN3\n3WicNFHM1C0YgKppGI3hDAYAjKdUHGvXH+I4KpmQohHBbGEBoKTM1dM+rAlRNTwCcCNrYydb\nDyfbj970QSC3twp75tSsDgBogkzhhD5KPX7mVWmie4lCQ+5eDEvS1OQ1xUgxUVlQVQ1nULkT\nBFlUKLG7btlGmz6wKc3BGseTkf9oOvSr1hMAQHlKxZHJxM7hNPj9Cb8/YbdzAOBwGMZamsii\njURGqTjccgOvnuqrl8bRNRuZjsDwqMUjjneBpqY6j8fq3ljqiJC7js1uIMjJa4qF5qL60Dqc\nBBUtroggiwcldtet2OLKNtqmbnFzpv9oOrwtqxTHsJ6Ij3IXpnMvh5P3++IBf8LmMACAgaci\nw0NU/hoqf3Wy4/gNvLoSGZMuzrpFkDSaIWPGLGmsQxo6zxauVZMRNRVd6qCQu8vWbQXptU9M\nNBtBVU4QZCks4Bi7X/7yl6+++mr6x1deeYWm6c7Ozueee25wcLC4uPgf//EfPR4PAMx9462g\nypk9bUuRxcVTzEpXboHZ+bOWY1+ovhc0BUADwBxOQ/P5UU3Vamq9ACCNdeC8BSMowlkgNb4G\nmgbXswaUmgwTRqeaiszn8SB3BJYlY1qWONYmyh3WjU+CpyjRvM+46rGljgu5S5kpNioJVqCX\nOhAEuessYI9dW1vbZz/72Z9dRNO0JEnf/e53H3rooV//+teVlZU/+tGPAGDuG29ZJVb3Fm8x\nAFgZQ4nVXecbIO05ejU7ksRlSVUUjSBwAOg8v1dy2OMxCQAod9H1DoQSBpvprHKMoNKrliGI\nzuXmU1FGiQe1ZIiwZDIFa1LdZ25sHCeC3DzUY4cgS2WhEjtVVTs7OxsbG7/yla88//zzoigC\nQHNzM8uyO3fupGn6qaee6ujoGBkZmfvGBQp1fm3LKnt/pIv2lqd6z0Wl1KHBtiEhKBOTK8aO\n9zeFrYZwSAAArnh9svPEdTUuDrfS3nLCliWHhuc/dOR2lpdvgwAuMzydvwoAMJygMoql8Z6l\njgu5S5loNioK+qpimoa+YCDI4lmoW7EDAwOiKFZXVz/11FNvvvnm1772tR//+MeDg4PZ2ZP3\nMQmCcLvdAwMD4+Pjc9yYmZmpb+nu7q6vr0+/lqIoqVQKm+mepqZpmqalUvNQHlOSJAC4ZlMU\ngCLLMXe1cvZPr2tcvt2LGZR+aSKVytdUJZJKhMhEKJTKzOJVe37ivV/R1xNbcrSTWfcxlXcl\nRrsZowcAZFmeS1RzoX/4zktTsizP+Ou4MfP1G5zfqFRVnRaVIAizP+VqB6Kf+SsbvF4GEzHu\n2ZpfUCSKoqIoCmNKhsYVs/fGWpuvqHSKouhR3WQ7elT6n/zNR6WqqiiK+h/RTbZzC0aln+0r\no9K/Zl+NpmlXOxC9QVmW53iYoiwZeGJsLEwTTCLsxxl+6qP6W+vm/yT1EzX3qGan/5HefFTX\ne67mEtXNt6OfK0mS5uWTcH6vrfq/U938n8Bda6ESu7y8vN/97nc0TQPAJz/5yePHj587dy6V\nSrEsm96HYRhBEOa+Mf3j2bNnv/e976V/9Hg88Xh8lmtGLBabr+O65sUbACqMrqNDnctz1xpa\nD62874ulZfYXes7GYjF5vDNscMbJVCiY0jQtFovLrLXpeBPrcGV6jddsFmRB0rBYLK6wdmWo\nSfJUXVdUc6Fp2iKfq7m4XaKaPUhN01RVnWUfRVFu8jAtXrJ1nMkqpKRkEgAkoITAqGi/qTZl\nWZ6vkz+PH9MoqrmTJGnaJXP2i7GiKLMfyJUNXo0oijSrjY0EMylTbLwft+VM2yEej8+lnTm+\n1uwJ69zNY1SCIMzXB848fgbO47ma30/maedqvoK8Cy3g5Ak9qwMAHMc9Hk8gEGAYZuqvShAE\nlmXnvjH946pVq55++un0jy+88ALP8xzHXRlDIpFQVdVonEPadC36ZxlFUdfcc4Oh5Pnmw1Fz\nxholzlOYMcPOTFAsb5iYaONyKhmWkiQFwzCe52Pejb2nB7OrnSKFa6A5Lv9GO4042IPnVBiM\nRo0qjXYc0g9q7lFdUzwexzDMYDDcfFOiKGIYdrdFpXfbXA2GYTiOz/hW1DQtHo8TBDHje3ju\nMjOsg/1xHCcYhiYIQrJ7JH+/4Ubf/HpUJElO/dO7YalUiqIogiCuveviRkXTNI7f7IgUVVUT\nicStFpWiKMlkkqIohrms7ubsQRIEQZLkjG/UqzV4NTRNuz3W/t4Q68gk1eRrY20fKaxN9xUl\nEgmO4+alx04/Y+krzs2Yr6j0c8UwzHx94PD8bFeHOZrfczVfUUmSJAjCledqXoK8Oy1UYnfs\n2LG9e/d+4xvfAABN00ZHRz0eD4Zh7777rr6Doijj4+NZWVkkSc5xY7rxwsLCwsLC9I8vvvgi\ny7Izflolk0kMw+bl01Y/kLk0xQK4eYtPTBZu/Qvh/NvmTR8vsWWMCLH4cLN3419E4mEZVFXR\nMIxsGbVvcB1qiy9vjU6Iqnx/7mxrUSTaDpo3/TnJssCyCXUy09XvTM3LASYSifk6V6qq4jg+\nL03pKdQtGNWVTV3zq/nVDkRPVm4+NrvRFPbIE+PJwiIjRVGE1aWNd9xwm6qqzktUOkmSaJq+\n+YucHhVBEPMSlSiKNE2T5M1+DCqKkkgkbrWoZFlOJpNXRjX79RLDsKsdiCRJyWRy7vkrT7NW\nB9/S7OMKs9R44Eww9ETpauPF6u76bZmbT6FEUUylUvOVVSeTyfmK6rrO1ewSicS8tKPfDaMo\n6paKCgAEQbgyqpv/E7hrLdTkiZKSkubm5uPHjyuKot+TrampWb58eTQa3b9/vyzLL730Uk5O\njtfrnfvGBQp1IezKrXissIbJXyX5etREqNSW0REcDcWC+c4cj8GsGbSe7tCBvZ1rN+YbjJyc\njAdS8fFEZHAg/PYbrW/8saWtdWJag+JoO86ZSevkKEPAcNBm6x9C7kImiiUd2Ojw5M0RnDWr\nyfDShoTczUw0E1dFRdZIsysSHI5KQhjNk0WQhbdQiZ3L5fryl7/84osvPvnkk3V1dV/72tdw\nHKco6utf//qbb7751FNPNTY2/vM//zMAzH3jbSTHaCswOwHAtOaJyKmXiyyuoaEWH2vyGMwZ\nBrNskIJB4d7dxQ6HgSvZqIX7/Ym4LxUfHAhv2pK/876SkeGImopOLTAbPfmSae1H0j+SFo8c\nHluCA0NuYUaKkRg5EpnsOMQNFjWJSh4iS8ZMcxExSRAYGBwBX7+d4cMCSuwQZMEtYFdnbW1t\nbW3ttI1FRUU/+MEPbnjjbYf2VsTO/lE89XJm3RvDlTtxDMswmOstvWtWZNI0CQBs4Vpuz48i\nwXLcjIdDSZOZwTBMSMmJpnel0Kht12cBINV7lnLmE0Z7ulnSni37+y914CEIgIliY1LKY7GE\nwymnk8IISkX1DpGlY6LZmCRYbVwkRYWjvqrKbNRjhyCLAC0ptuDMWz5Be0oi9/2DOXsFAHgM\nZr9wadYVhhPOwkJDfy+uYgSJ62M7LBbW19ujRMaVWABAi515zbT68altMvm1yY5ji3wgyC2O\np5iYJGZ6jUMDqKMOWXomig2LSYuFjYRSYSFZac8MC4mlDgpB7nwosVtwpDWTLVizypWnr0VG\n4oSkXlaZJWPlZmZomE+xrHVyzmCGxzgRIUzrPhyvfyPRvJ8rWoddPmGWtHjUVExNoBFUyCUk\njiuqkuHhR0dmTuzON472dAcWOSrkrmWhuaiYsti4UCgpqUqmwRwW56HsGYIgs0OJ3SIps3kq\n7JfunKpTSrFTVoNAefjRAJgnN7oMsSB4mewV4lhn4sIBvvqBKxs0VN6baD0EAKCpaOUoJI0g\ncAzHJEkBAAzDtSnfIkZHIn09wd6e4NJFh9xFTDQTFVM2G+fzxzGDxSSL6FYsgiwClNgtATvN\nBcVLtyTCYkK1ZGGjIYGdHBGFTbRIjD734nHj6scBn2EoJFu4NtV1So0Hw69/J3rq5bm/ujja\nLo513twRILc0T6Z5bDQGADhn1qZMwVFUbev2go62iWhkfoqmIsgsTDQXkVIkifsTcd7qZZPh\nuIQGfSLIgkOJ3RJwc6bx1KWC3QEhbrA58WRyQprcKI60Wr3eSCTF5NawBatnbAQjSNq7LPL2\nM/ymvxT6G7U5D5NPXDiQaHz7Jg8BuTVhGKZoqstlGB+bTOzSE2NTSYnjaBzHc/NtAT8a6oQs\nOCNJ65lcREw6XTlqzK+hIk0IsvBQYrcEMjnzSOLSKKhgKmG3G50G2Z+Y7FxRYgFvvmdk6BpD\n4E1rP2x55OukI49bdk/iwoE5vrocHJYjE5p6s6t2IrcgE80mFcnu4PTUDTeYlYul7IKBpM3G\nAoDVyobDaKgTsuAwDNNAA4AoJlhM+Up0AuZvsWYEQa4GJXZLIJe398UvjWEPpOJ52ba8HDMR\nHAIAJR4kjPasbPPgwDXmRmAUi9EcABjKtyXajsxlpJ0SnSBMLiZnuTjYdHMHgdyKjBQbEVM4\njmuapqoawVnSM2wCwaTNbgAAi4UNhdBQJ2QxaJr2bv8FAZc4g0eJ+nHA5FlX3kMQ5OahJTuW\ngIGkElPunAaE+K6ScgqKjOcPaZomDDTQ3nKaJjUNRFGh6Wsvr4kRFFew2v/aNzHGqMmiJiX5\nqvu5kk1X7in017N51ZSrMFb3OpNbM59HhdwCcoy2gViwwOa22Q3BQJLnzErUpz8U9CcKCmwA\nwHKUkJq3NeYRZBZ2xsAQ5KOlVSkcJ2M+i6ssKqVszDws/YwgyNWgHrulYSDomDQ5gD0qCSaK\npb3LHJGxqJRKNB8wlG0FgJxcy9C1Ou3SjKsftz/8tHXH39s/8CXHI19JnN87426p/kYmt5q0\nZ8vBIbQo2Z2nxOLqjEwAgNttHB+L4pxFTU3e0I/HRQN/aZFQTUMzqZEF91cVm7ZllRqNTErE\nVDFpYQwhVMoOQRYYSuyWRp7R1hvxp3/EMIzg7RY5NdZ5nM4s02+w5ubb+vtCc28TI2mcNWIk\njVEsYXbL/v7pe2iamgjjnAUAaG+F7w/fnvj1F+NXSQGR25HbYPal4gDg9hgnxuM4Z1YTEQDQ\nNA3HLw1v4gxUMiEtWZTIXSb9fjPTbASVskOQBYYSu6WRy9t6Ir7P8OqYAAAgAElEQVRpG81m\nV/DYr401D+k/chwlirIiT/arnW8c3b+nY3goMpe+FkPlrnjTnmkbpYkeylWg/9+0+jHb7s87\nPvgNob/hpo4EucXwFB2TBJYlk0kJN1iURBgAImHBbGbT+1itXDiErq/IIjHwdCIu0e4iR/eJ\nECplhyALDCV2SyPXaO+L+gEgLokcQekb84rX9tDGJMWld/NmmVsujGuaNjgQPts7IBYIw0OR\ns6eHZm98oD80Krgkf99lNVA0NXryJcOyrfpPGM0RvG1ynXh0V+4OUmBydEd8AGAw0I3nQ+cH\nuZGhSCCQsDkuva8sVi6EJsYii4XjyERCNG/8Mz7mU85P/8KJIMj8Qond0qBxIqVIABAQ4nZ2\ncrkw4/LdVQ/84+u9jendyivdmqbte7fjfNMoFMung72r12YnEqJepUynKKqqXsrMNE1rbhq7\ncH6MKNwSO/eH9PbwoZ+yJRsod9G0SChnnuTvBwDF16OGrpEyzommahJKGpZMsdnVER4HgNo1\nWZles8cUHx2Nnj09aHcY5NCInutbLAzqsUMWDUHgqqoBhll3/B3ec1ZT0DAABFlAKLFbMlbG\nEBISI/FwOrHDKLbcle9LRieSkwXtzkz0Jz3Cxs3592wr9AmxUltGZ3hi3Ybcs6cHFUUFgGRS\nOnyg9/CBrnRu190VyMm1rF6X3RAsUpPR2Lk/KpHx4LvP4rzVsGzblWEwOSuEgQYAEM68LJx/\n9+aPK7j3+diB50Ovf9f/x+/MMM4PWWDZvHUwHkop0rMt+8Nsws6lVq7K+tBHq5xOPnzk50Lf\nOQAwmZlYFCV2yGKz0IYQ71Ai40sdCILcyVC5kyVTYHY+23DAy1seL6qduv2+vMr3hjsfL1oJ\nAOcm+gkMW5uRL6sqjuHbssre6m3664pN1Su9e99p541MKBhfsz4rmdCOHe3btCUPANpbJ3Y/\nUEoQuMnEnPJvUTvqi7t+nbvtEcpVOGMYdPbyxIUDoqcMt2SqoSHQVMBwydeL4QRpz0nvpsT8\nqY5jcmQCwwnCmsEVb8Q585WtJduOEAaLafMncRynxEj4vV8SJqd5w8cwir1yZ2QhEBgOGjzX\neHCzt/jYSOdDAKBpgGGaIsmh4VRfPVu0HsMwdPsdWXwMQcYMFjk0Qtqy0hvVRAg3WJcwKgS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O9iP294UG+qeP7TOt/QibX2vZ+tcYwwMA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- "text/plain": [ - "plot without title" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "target_tybalt$one_model_plot + theme(text = element_text(size = 15))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 3) Determine Optimal Hyperparameters (TARGET, Tybalt)\n", - "\n", - "Extract the optimal hyperparameters for each dimensionality." - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\n", - "
learning_ratebatch_sizeepochskappanum_componentsend_loss
Learn: 0.0015Batch: 25 100 0.5 5 4230.531
Learn: 0.0015Batch: 25 100 0.0 25 4097.768
Learn: 0.0015Batch: 25 100 0.0 50 4078.561
Learn: 0.0015Batch: 25 100 1.0 75 4082.613
Learn: 0.0015Batch: 25 100 0.5 100 4063.113
Learn: 0.0005Batch: 25 100 0.5 125 4155.268
\n" - ], - "text/latex": [ - "\\begin{tabular}{r|llllll}\n", - " learning\\_rate & batch\\_size & epochs & kappa & num\\_components & end\\_loss\\\\\n", - "\\hline\n", - "\t Learn: 0.0015 & Batch: 25 & 100 & 0.5 & 5 & 4230.531 \\\\\n", - "\t Learn: 0.0015 & Batch: 25 & 100 & 0.0 & 25 & 4097.768 \\\\\n", - "\t Learn: 0.0015 & Batch: 25 & 100 & 0.0 & 50 & 4078.561 \\\\\n", - "\t Learn: 0.0015 & Batch: 25 & 100 & 1.0 & 75 & 4082.613 \\\\\n", - "\t Learn: 0.0015 & Batch: 25 & 100 & 0.5 & 100 & 4063.113 \\\\\n", - "\t Learn: 0.0005 & Batch: 25 & 100 & 0.5 & 125 & 4155.268 \\\\\n", - "\\end{tabular}\n" - ], - "text/markdown": [ - "\n", - "learning_rate | batch_size | epochs | kappa | num_components | end_loss | \n", - "|---|---|---|---|---|---|\n", - "| Learn: 0.0015 | Batch: 25 | 100 | 0.5 | 5 | 4230.531 | \n", - "| Learn: 0.0015 | Batch: 25 | 100 | 0.0 | 25 | 4097.768 | \n", - "| Learn: 0.0015 | Batch: 25 | 100 | 0.0 | 50 | 4078.561 | \n", - "| Learn: 0.0015 | Batch: 25 | 100 | 1.0 | 75 | 4082.613 | \n", - "| Learn: 0.0015 | Batch: 25 | 100 | 0.5 | 100 | 4063.113 | \n", - "| Learn: 0.0005 | Batch: 25 | 100 | 0.5 | 125 | 4155.268 | \n", - "\n", - "\n" - ], - "text/plain": [ - " learning_rate batch_size epochs kappa num_components end_loss\n", - "1 Learn: 0.0015 Batch: 25 100 0.5 5 4230.531\n", - "2 Learn: 0.0015 Batch: 25 100 0.0 25 4097.768\n", - "3 Learn: 0.0015 Batch: 25 100 0.0 50 4078.561\n", - "4 Learn: 0.0015 Batch: 25 100 1.0 75 4082.613\n", - "5 Learn: 0.0015 Batch: 25 100 0.5 100 4063.113\n", - "6 Learn: 0.0005 Batch: 25 100 0.5 125 4155.268" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "target_tybalt$all_results$best_params" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 4) Interpretation of Results and Subsetting Parameters\n", - "\n", - "Subset `TARGET` `Tybalt` to single models with stable hyperparameters.\n", - "These parameters will be used in downstream applications sweeping over latent space dimensionality.\n", - "\n", - "We observed that increasing the number of components resulted in changes to optimal hyperparameters.\n", - "All parameter combinations were fairly consistent.\n", - "Smaller `batch_sizes` (25) was consistent throughout all models, with high number of `epochs` (100).\n", - "With `learning_rate` = 0.0015, the model actually started to get worse in higher dimensions.\n", - "The `kappa` parameter impacted the models most with this `learning_rate` and `batch_size`.\n", - "`kappa` = 0.5 seemed to be the most consistent." - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "metadata": {}, - "outputs": [], - "source": [ - "target_tybalt_good_training_df <- target_tybalt$all_results$melt_df %>%\n", - " dplyr::filter(batch_size == 25,\n", - " epochs == 100,\n", - " kappa == '0.5') %>%\n", - " dplyr::filter(\n", - " (num_components == 5 & learning_rate == \"0.0015\") |\n", - " (num_components == 25 & learning_rate == \"0.0015\") |\n", - " (num_components == 50 & learning_rate == \"0.0015\") |\n", - " (num_components == 75 & learning_rate == \"0.0015\") |\n", - " (num_components == 100 & learning_rate == \"0.0015\") |\n", - " (num_components == 125 & learning_rate == \"0.0005\")\n", - " ) %>%\n", - " dplyr::mutate(\n", - " num_components =\n", - " factor(num_components,\n", - " levels = sort(as.numeric(paste(unique(num_components)))))\n", - " )" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": {}, - "outputs": [ - { - "data": {}, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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ACAjyDYKfVFSrLT6VC7CgAAgAoR7JRqGtFV7RIAAAAqQ7BTqmP0IEni4wIAAJ6L\npAIAAOAjCHYAAAA+gmCn1IbDc4tthWpXAQAAUCGCnVJNwjtqNTq1qwAAAKgQwU6pdg366zQG\ntasAAACoEMEOAADARxDsAAAAfATBTqlNRxfmF5vUrgIAAKBCBDulGoffqNf6qV0FAABAhZjm\nqVSb+r39dAQ7AADguRixAwAA8BEEOwAAAB9BsFNqy8mlVwovql0FAABAhQh2SsWGtjXojGpX\nAQAAUCEmTyjVMrKHn4HJEwAAwHMxYgcAAOAjCHYAAAA+gmCn1K9nVlz++4zaVQAAAFSIYKdU\nwzqtAgwhalcBAABQISZPKNUsoqufH5MnAACA52LEDgAAwEcQ7AAAAHwEwU6pP86tS7tyRO0q\nAAAAKkSwU6p+cPMgv1C1qwAAAKjQtZ08sWvXrk8//TQjI6NBgwbjxo3r0KGDEOLUqVMLFiw4\nf/588+bNJ02aFBUVVf3GWtAkvAOTJwAAgCe7hiN2WVlZc+fOffjhh1etWjVixIjXXnstLy/P\narUmJycPHTp05cqVcXFx8+fPF0JUsxEAAADimgY7k8k0aNCgTp06abXaXr16+fv7X7hw4fDh\nw/7+/gMHDjQYDImJiSdPnkxPT69m47U7BAAAAC9yDU/FtmzZsmXLlvLjM2fOFBQUxMbG/vzz\nzzExMXKjVqutV69eWlpaRkZGdRobNGggtzidzry8PFcBdrvd6XQ6nc5qHojcw560DfXrNGla\nt3M1e1NF9T8EVbjK9tL6hRA18hNY+/jkVUfxavHq4gFROwsUZ2Zmvvrqq+PGjQsMDDSbzf7+\n/q5Nfn5+xcXF1Wx0Pc3Jybn11ltdTzt27BgREZGdnV0jRxGkre8w62qqt1rmpWXLCgsLCwsL\n1a7CTTk5OWqX4D6LxeLVPzn5+flql+A+r/7kvfcLK4QwmUxuvMpms9V4JYB7rnmwO3PmzJw5\nc/7xj38MGTJECOHn52exWFxbi4uL/f39q9noemowGAYOHOh6arfbdTpd9Wc82O12m83WOPxG\njcYrJxFbLBaDwaB2Fe5wOBxWq1Wn02m1WrVrcYdcvCRJahdSZU6n02KxaDQavV6vdi3usNls\nGo3Ge7+wQggv/c7a7XYhhPd+YR0Oh8FgcOM766U/bPBJ1zbYpaSkvPXWW0lJSd26dZNbYmJi\nNm/eLD+22+0ZGRnR0dE6na46ja63CwwMfP31111PFy1a5O/vHxwcXM2jKCoqss4YYNUAACAA\nSURBVNlscqysZleqMJlM1f8QVGG1WnNzcw0Gg9FoVLsWd+Tm5gYGBnrjHzmHw2EymXQ6nZf+\n5BQUFNTIP+pUYTKZJEny0k/ebDY7HA7v/cI6HI7g4GCCHbzaNfxZvHz5snwGtmnTpllZWVlZ\nWRaLpV27dnl5eVu2bLHZbKtXr46NjW3YsGE1G6/dIQAAAHiRazhit2nTpsLCwrlz57papk+f\nftNNN82YMWPhwoUffPBB06ZNn3vuOSGEXq+vTmPtOJi+JSigTuv6PWvtHQEAAKpE8uEZQIsW\nLYqJiRk2bFg1+ykqKiooKMhzXAzwD4wKaVYjtdUmk8kUHh6udhXukE/FGo1G7z2zExQU5L2n\nYg0GQ0hIiNq1uMMHTsWGhYWpXYg7vP1UrNVqjYiIcONUbGJi4rlz53bs2HEtCgOqpDZmxfqG\nhnVaeenfCQAAcJ3gek8AAAAfQbADAADwEQQ7pY5n7Ei5sEXtKgAAACrENXZKhQY00Oq8b6VZ\nAABw/SDYKVU/uCmTJwAAgCfjVCwAAICPINgBAAD4CIKdUmey9+xJ3ah2FQAAABXiGjul6vjX\nC5S8chV+AABwnSDYKRURGMvkCQAA4Mk4FQsAAOAjCHYAAAA+gmCnVFrO4Z1/rVW7CgAAgApx\njZ1SwX7hGi13ngAAAJ6LETtFft9xITSgQdO6ndQuBAAAoEIEO0UMfgxtAgAAT0ewU6Rz1/pq\nlwAAAHAVBDulLv19atup5WpXAQAAUCGCnVKBfqEN6rRUuwoAAIAKEewU+X3HhWC/ui0iu6ld\nCAAAQIUIdooweQIAAHg+gp0iTJ4AAACej2CnlKnwwo/HP1S7CgAAgAoR7JTy0wXGhLZRuwoA\nAIAKEewU+X3HhUBDaOv6PdUuBAAAoEIEO0UMBq3TqXYRAAAAlSLYKdL5pihJUrsIAACAShHs\nlMorzv7u8AK1qwAAAKgQwU4pvca/UXg7tasAAACoEMFOkb27L0kOv7gGfdUuBAAAoEIEO0UM\nflq1SwAAALgKgp0i7dpH+nFXMQAA4NkIdkqZrflfp7yldhUAAAAVItgppdMabojoqHYVAAAA\nFSLYKXIoJbMw39k+eqDahQAAAFSIYKeIwaBlfWIAAODhmBCgSMvW4cHBfmpXAQAAUBlG7JRy\nOG1r9s1RuwoAAIAKEeyUkoSmWd0ualcBAABQIYKdIiePm7IyizrHDlG7EAAAgAoR7BTR6TUS\nsycAAIBnY/KEIjc0DQ0ODlS7CgAAgMowYlcFq/e8rHYJAAAAFSLYVUHzyJvULgEAAKBCnIpV\nJPXc33XqOLs0T1C7EAAAgAoxYqeIVitJklPtKgAAACrDiJ0i0THBwcHBalcBAABQGUbsqoDJ\nEwAAwJMR7KqAyRMAAMCTcSpWkUvpBZcvWbq0Y/IEAADwXAQ7RbRaSZIY3QQAAB6NYKdIZD0j\nkycAAICHYxSqCpg8AQAAPBnBrgqYPAEAADwZp2IVuWIyp54t7NKVyRMAAMBzMWKniFYraXV8\nVgAAwKMxYqdISB2/6BgmTwAAAI/GKFQVMHkCAAB4MoJdFTB5AgAAeDKCnSKFBda9f17s0ojJ\nEwAAwHMR7BSRJKHVSWpXAQAAUBkmTygSYNR36BiudhUAAACVYcSuCpg8AQAAPBnBrgqYPAEA\nADwZwU4Rm83x2/ZUJk8AAABPRrBTRJKEXs9nBQAAPBphRRGtVnNT9xi1qwAAAKgMwa4KmDwB\nAAA8GcGuCpg8AQAAPBnBTqltP//F5AkAAODJCHZKGfxYzBkAAHg0gp1SN8fHql0CAABAZQh2\nVfD53llOp0PtKgAAAMpHsKuC5pHd1C4BAACgQr583ZjVas3Pz8/Ozq5mP06nUwjx4+bjN/fs\nZjJdqYnSapXT6az+h6CioqKioqIitatwh9PpzMnJUbsK91ksFu/9yXE6nfn5+WpX4SaHw+Gl\nn7zT6ZQkyXu/sEIIk8nkxmttNltNlwO4yZeDnV6vDwoKioiIqGY/RUVFBQUFQcHG6nelCpPJ\nFB4ernYV7rBarbm5uQEBAUajUe1a3JGbmxsUFKTVatUupMocDofJZDIYDCEhIWrX4o6CggKd\nTufn56d2Ie4wmUwajSYsLEztQtxhNpsdDof3fmGtVmt4eLgkSVV9rU7ny39M4V04FasUkycA\nAICHI9hVwVcH/lVsK1S7CgAAgPIR7Kqgad3OWg3j7QAAwEMR7JTa9vNf7aMH6jQGtQsBAAAo\nH8FOKe48AQAAPBzBTikmTwAAAA9HsKuCbw/Pzyv2ysWlAADeaOrUqZIkLV++XO1ChPhvMZXo\n2LGj2jXCp9exq3GNw2/Ua/zVrgIAABU0bdq0T58+rqd//vlnQUFBfHy8Xq+XW5o3b65Safj/\nCHZKbfv5r1sH91W7CgAA1PHoo48++uijrqcdO3Y8cODA119/XbduXRWrQimcilXKz0/ndKpd\nBAAAQMUIdkp1j4+t+m1mAAC4tjIyMpKSkho1amQwGGJiYiZMmHDx4kXXVofDkZyc3KFDh8DA\nwLCwsAEDBnz33XcKt7rhlVdekSTpww8/LNl47tw5jUYzatQoIcSdd95Zt27dffv2DRgwIDAw\nMDIy8v777z916lTJ/XNzc5977rmmTZv6+fnFxMQ8+eSTmZmZ1anqukKwq4Lvjy2+Unjx6vsB\nAFArUlNTO3fuvHDhwhtuuOHxxx9v1arV4sWLu3bteubMGXmHKVOmvPTSS2FhYUlJSffff/++\nffsSEhK+/fZbJVvdMHr0aEmSVq5cWbJxxYoVTqdz9OjR8tP8/Pw+ffrExsZu3rx5/vz5v/32\nW48ePU6ePClvzcnJiY+Pf+utt2JiYiZOnBgfH//BBx9079798uXLbld1fXH6rvfee2/9+vXV\n76ewsDAzM9NsNh+9tD2/+Er1O6xl2dnZapfgJovFkpmZWVBQoHYhbsrJybHZbGpX4Q673Z6Z\nmZmbm6t2IW7Kz883m81qV+Gm7Oxsk8mkdhVuKioq8uovbGZmpsPhcOO1I0eOjI+Pr/GSnE7n\n888/L4RYtmxZRTsMHTpUCDF//nxXy6JFi4QQ/fv3dzqdhYWFOp2uX79+rq0HDx6UJGnw4MFX\n3XpVHTp0EEJkZmaWau/du7dGo7lw4YKrpW3btlFRUfLvwzvuuEMIcffdd7u2Hj161GAw3HHH\nHfJT+TK+2bNnu3b4+uuvhRAjR45UUhUYsVPqj51pN4R2DzSEql0IAABCCJGdnb1x48abbrop\nKSnJ1fjYY4917979p59+Onv2rBDC6XSmpqZeunRJ3tquXbtTp07JUemqW90zZswYh8OxevVq\n+em+ffuOHDmSmJio1Wpd+7z44ouux61btx40aNDGjRuvXLlisViWL1/euHHjadOmuXYYPnx4\njx491qxZk5+fX53CrhMEO6WYPAEA8CgpKSlOp7PkEiSyXr16CSEOHDgQEBAwduzY06dPN2rU\nqF+/fm+88cahQ4eaNm1qMBiEEJVvdds999wTEBDgOhu7YsUKIYTrPKwQQpKkG2+8seRLbrzx\nRpvNdvDgwaNHjxYWFvr5+c2ePfvlEsxms81mO3z4cHUKu06w3IlSHTs38OOuYgAAj/H3338L\nIUJCQkq1N2zYUAhRUFAghHj//ffbt2+/dOnSrVu3bt26derUqR06dFi8eHG3bt2uutU9wcHB\nd95556pVq06ePNmsWbNVq1a1a9eu5NrF4eHhpbJjQECAEEK+/EMIceLEiVmzZpXt+cqVK25X\ndf1gxK4Ktp789PLfZ9SuAgAAIYQIDg4WQpScAyuTA1BERIQQQqfTPf300wcOHDh//vy///3v\nhISEAwcOJCQkFBYWXnWr28aMGSOEWLNmzfbt2y9evPjggw+W3Jqfn+9wOEq2yJNe69atGxQU\nJIR44IEHyr16bPDgwdWp6jpBsKuC6NDWAYbS/zACAEAV7du3lyTpt99+c/7vpULbtm0TQrRp\n0+bMmTMvvvjixo0bhRDR0dFjx47dsGHD8OHDs7Kyjh07VvnW6hQ2cODAhg0bfvPNNxs2bNBo\nNImJiSW3FhcX7927t1TB/v7+7du3b9OmjV6v37Fjh81mK7nDvHnzkpOTc3Nzq1PVdYJgp9T+\nven1DO1D/FlfGwDgEerWrXv77benpKQsWLDA1fjxxx//8ssvvXv3btSokb+//+uvvz59+vTi\n4mJ5q81mS0tL02q1MTExlW+tTmFarTYxMXHXrl2fffZZ//79o6OjS+3w/PPPFxUVyY///e9/\n79+//7777gsMDDQajffcc8/Zs2dnzpzp2nnbtm1Tpkz59NNPy550RllcNKaUXq9hfWIAQO1L\nTk4uteSvEGLy5MnDhw9fsGDBvn37nn766a+++qpjx46HDx/evHlzVFSUvH/Dhg0nTZr0zjvv\nxMXFJSQk6HS677///tChQ5MnT65Xr54QovKt1TFmzJi33norLS1tzpw5ZbceOHCgU6dOQ4YM\nOX/+/Lp165o2bfrGG2/Im+bOnbtz585XX311y5YtPXv2vHz58po1awwGw9KlSyXuE6BE7a2s\nUutqfB276nelCtaxUwvr2KmFdezUwjp2NU5ex65cixYtkve5ePHiY489Fh0dbTAYGjdunJSU\nlJ6e7urBZrO9//77Xbp0CQ0NNRqNXbt2XbJkieswK99auYrWsXNp06aN0WjMy8sr2SivY7d/\n//7bb789ICCgYcOGjz/++OXLl0vuk5mZOWnSpCZNmhgMhujo6BEjRsjzf6GE5PTdNTwWLVoU\nExMzbNiwavYj/6oKDg7ec2F9bFjb2LC4Gimv1phMpvDwcLWrcIfVas3NzTUajUajUe1a3JGb\nmxsUFFRy6SZv4XA4TCaTwWDw0hMfBQUFOp3Oz89P7ULcYTKZJEkKCwtTuxB3mM1mh8PhvV9Y\nq9UaERHhxrBQYmLiuXPnduzYcS0K81K5ublRUVEjRoxYtmxZyfY777zz66+/zszMrFuXS5uu\nCa6xq4KokOZBfl752xYAgNr0xhtvmM3m8ePHq13IdYdr7JQ6eiSjQYPmYcZgtQsBAMBz9e7d\n+8KFC2fOnOnfv3/v3r3VLue6w4idUnq9VsP0CQAAKhUeHp6enn7rrbe6bj6B2sSInVLNW0R4\n6SU7AADUmq+++srtrag+RuyqYPe59Wey9l59PwAAADUwYlcF9UOaGvVeOUkQAABcDxixU+qv\nM1fE39F1gxqpXQgAADVj1KhRUnmaN2+uvBNJkjjB6jkYsVNKp9MweQIA4EteeOGFsWPHCiGy\nsrJGjhw5a9as+Ph4IUSVFiOcNm1aq1atrlGFqCqCnVKxjeoweQIA4Evi4uLi4uKEEOfPnxdC\ntG/ffuDAgVXtpNybhkEtnIqtggMXfjh2mYXFAQC+z2w2S5L09ttvN2zYsGnTprm5ucePH7/7\n7rvDw8MNBkOLFi2WLFki7ymfirXZbJIkLVq0qGvXrkajMS4u7tNPP1X3EK5PBLsqqBsYGxoQ\npXYVAADUkrlz53700Ufz5s0zGo2DBg3SarXbt28/fPjw0KFDH3/88bS0tFL7Jycnv//++1lZ\nWXfdddf48eMzMjJUKft6xqlYpS6c/9tmi2jZKlLtQgAA15fXX399797qLrY1adIk+fq5Knns\nsccGDx4shLhy5cqECRPGjRtXv359IcTMmTPffffdY8eOxcbGltz/qaee6tq1qxDi2WefTU5O\n3rNnz5AhQ6pZOaqEYKeUTqdxOtUuAgBw/Zk6dapab92yZUv5QVhY2DPPPLN27do9e/acPHlS\nDpp2u73U/k2bNpUfBAUFCSEsFkstFgshOBWrXP2ooGbNI9SuAgCA2hMYGCg/uHLlSufOnZOT\nk41GY2Ji4ubNm8vdX6/Xl3zqZESk1jFiVwVHL/1qtVvaRw9QuxAAAGrVN998c/z4cZPJVKdO\nHSGEPGJHbvNAjNhVQbgxOiIwWu0qAACobREREQ6H49tvv83Nzd25c+dDDz0khCguLla7LpRG\nsFMqO6sw46+A6NDWahcCAEBtS0hIeOmll5555pmGDRuOHz9+woQJHTt23L17t9p1oTROxSql\n1Wm0OnIwAMAHxcTElDqv6u/vX6rllVdeeeWVV1xPn3jiCfmBa7eS++t0Ok7UqoKkolRoqH/b\nuPpqVwEAQI3p27dvjx49yrb369dv+PDhFb0qPz9fkqRNmzaJCm4UK+/w448/VvLWf/3119df\nfy0/5m6zNYhgVwWnMnfvSd2odhUAANSMhx566Pfff//rr79KNqalpf3yyy/yVXRX5faNYh98\n8MFff/21mp2gLIJdFYQG1I8Mbqx2FQAA1IwRI0YEBQV99tlnJRuXL18eGRk5dOhQJT3MmTOn\nTZs2brx1yRO1bneCsgh2ShUUWP46LDUKa6d2IQAA1IzAwMB77rln5cqVJRuXL18+atQovV5f\n0c1hS3KdRb1w4cLw4cODg4MbN2785ZdfunYot5OBAwfu2LHj7bffbtKkSclOsrOzH3vssejo\n6ICAgH79+smTM7gLbZUQ7JTSSJJOz8cFAPApDz300KFDhw4dOiQ/3bNnz5EjR8aNG2e1WpXc\nHFZmt9uHDBmSk5Pz66+/Ll++/LXXXpPbK+rku+++i4+PnzRp0vHjx0t2cuutt+7atWv16tV/\n/vlno0aN+vXrd+LECXkrd6FViKSiiPPg5QCjvlNnFrEDANS2119/fdmyZTXytKxevXo1b97c\ndTZ22bJl3bp1i4uLy8/PnzBhwoIFC9q2bduiRYuZM2fa7fZjx46V28nWrVsPHjz48ccfd+zY\nsVevXosXL5bbK+pEr9dLkqTVav38/FydbN68ed++fZ999tktt9wSFxf30UcfRUdHz58/X94q\n34XWaDQ+++yzFotlz549Cj+96w3LnSjiWHtExDdPvXLoQs6xHjeMULscAMB1pNS9YqvztFxj\nx4796KOP5syZY7PZPvvss5dfflkovjms7ODBg2FhYa4bxd58880ajaaqnRw6dKhu3bquu9Nq\ntdoePXq4hhK5C61CjNgpop3VTwgR7BdeP7iZ2rUAAFCTHnzwwbNnz/7xxx/ff//933//PXLk\nSKH45rAuJSdDaDQarVZb1U78/f1LtTgcDtfNZ7kLrUKM2CllszkO/Wnu1aeT2oUAAFCTYmNj\nBwwYsHbt2suXL999993y3WCrdHPYjh075uTkHD9+XF61JCUlxWq1Vt6JJEmlOomLi8vKyjp5\n8mSLFi2EEHa7/ffff7/99tuv2XH7JkbslJIkoddr1a4CAICa99BDD33xxRcbNmwYN26c3FKl\nm8P27t27e/fuo0eP3rt37549e8aPHy/ntko6CQoK2r179y+//OLqpH///j169EhMTPz999+P\nHz/+6KOPXrhw4fHHH7/Wx+5jCHaKOFMua7Wam+NZxA4A4IPuuusueVytX79+ckuVbg6r0Wg2\nbtzYrFmzvn37Dh069JFHHjEYDJV38sQTTxw+fPjuu+92XXInSdKXX37ZqlWrIUOGdOnSJTU1\nddu2bSxcXFWSD5+lXrRoUUxMzLBhw6rZT1FR0d/Pfxv6r6EmS9rJjN97Nx9VI+XVGpPJFB4e\nrnYV7rBarbm5uUaj0Wg0ql2LO3Jzc4OCguQLTbyLw+EwmUwGgyEkJETtWtxRUFCg0+lKzrbz\nIiaTSZKksLAwtQtxh9lsdjgc3vuFtVqtERERZU8RXlViYuK5c+d27NhxLQoDqoQRO0W0M/oI\nSQQaQhuEtFC7FgAAgPIR7Kpgz/acFvW6q10FAABA+Qh2VWDwYxIxAADwXAQ7RZynTM5CS89e\nTdQuBAAAoEIEO0WcW886swuzC87/ePxDtWsBAAAoH+cWFdE80lkTHOwvFcWEtlG7FgAAgPIx\nYlcFu7Zlta7fU+0qAAAAykewqwImTwAAAE9GUlHmYp4zQsvkCQAA4MkYsVPEkXLZdiIzz5z9\n7eH5atcCAABQPkbsFNEMbq4PDhZaW+PwG9WuBQAAoHyM2FXBb1vT4xr0VbsKAACA8hHsqoDJ\nEwAAwJORVJTJMduzbUyeAAAAnowRO0WcF/627UozWwu+TnlL7VoAAADKx4idIlJcPb+bg7Va\nqUlEB7VrAQAAKB8jdlXw60+pHaJvVbsKAACA8hHsqsDPT+d0ql0EAABABTgVq0yx3ZZ6OZ7J\nEwAAwIMxYqeI02y1fnfc4bSt2TdH7VoAAADKR7BTRKrjH/Bsb0lomtXtonYtAAAA5SPYVcHO\nHaltI5k8AQAAPBTBrgr8uPMEAADwYO4kFafTaTabAwICFO6/efPmlJSU5557Tn76ySefrFu3\nzrV17dq1BoPh1KlTCxYsOH/+fPPmzSdNmhQVFSWEUN5YC2z7Lna5+YbaeS8AAAA3KBqxczqd\nixYtktPYrl27oqOjAwMD77nnnsLCwspfaLfbP//88/fff79k4/Hjx5OSkj76L4PBYLVak5OT\nhw4dunLlyri4uPnz5wshlDfWjuIvDgkhVu95udbeEQAAoEoUBbt58+Y98cQTBw4cEEI89dRT\nNpvtqaee2rRp0yuvvFL5CxcvXnzo0KHhw4e7WhwOx6lTp1JSUqZNm7Zw4UKLxSKEOHz4sL+/\n/8CBAw0GQ2Ji4smTJ9PT05U3VuPwqyDwlduEEM0jb6qdtwMAAKgqRadilyxZ8uSTT86ePfv8\n+fO7du2aN2/e008/3bRp03nz5r322muVvPD+++8PCwtbv359VlaW3JKWlmaxWDp06JCYmLhx\n48bp06cvWrTo/PnzMTEx8g5arbZevXppaWkZGRkKGxs0aCC3FBQUlMyadru9bt26eXl5VflA\nymG324UQZrN5z+60xk26V7/DWuZ0Or2uZpnD4RBCWCwW+X+B17Hb7QUFBZIkqV1IlTmdTiGE\nzWbz0p8cm81ms9nkfzd6HafT6b3fWfmr6r1fWCFEXl6eG99Z+ZcV4AkUBbvTp0/PmzdPCPH9\n998LIRISEoQQ7dq1u3DhQuUvDAsLK9XSuHHjzz//3GAwCCEefvjhnTt37t2712w2+/v7u/bx\n8/MrLi5W3uh6arFYfvzxR9fTjh072my2kjtUh9VqFcJhsVpqqL9aVVMfgirkP9JqV+EmL80W\nMofD4b0/OV6aLVy895MXQnjvF1a4+50l2MFzKAp2wcHB8j8ft2zZ0qhRo2bNmgkhzp07FxkZ\n6cZbyqlOCKHRaKKiokwmk5+fX8nvUnFxsb+/v/JG19M6dep8/fXXrqdr1641Go1lw2VVmc3m\noqIivxO53Xs0q2ZXqsjJyQkNDVW7CnfII0YBAQEl/y97kby8PKPRqNVq1S6kyhwOR25url6v\nDwoKUrsWdxQWFup0OtevGu+Sm5srSVJISIjahbijuLjY4XAon1rnUfLy8mw2W2hoqBsjdt74\nNYevUhTs4uPj//Wvf2VnZ69bt+7RRx8VQmzfvv2VV17p1atXVd/vt99+++GHH2bOnCmEcDqd\nly5dioqKkiRp8+bN8g52uz0jIyM6Olqn0ylsdHWu0WhKPjUYDBqNpvrfN41GI4Swrj+mjW+2\nes/L93V5uZod1jJJkrz0l478j2DvrV+u3BuLl/+wee8nr9FoauS7ryIvLV7+bemlxcs/9lqt\n1o1g541XXMBXKZo88a9//SstLW38+PENGjSYOnWqEOLuu+92OBxXnTxRVosWLQ4fPrxz5055\nwqzBYOjYsWO7du3y8vK2bNlis9lWr14dGxvbsGFD5Y1VPmi3BM4aKJg8AQAAPJiiYNeqVauT\nJ08eOnTo+PHjcpBasWLFoUOHmjdvXtX3i4yMnDp16ooVK+6///59+/ZNnz5do9Ho9foZM2Zs\n3LgxMTHRteKd8sZac/jQpRhD79p8RwAAAOWULlAcEBAQFxcnP3Y6nbfccovyqyhKLncihOjc\nuXPnzp1L7dOsWbO5c+e63Vg7DHqtRsN4OwAA8FDXdoFiX2I7dKl547DIel55LTkAALgeXNsF\nin2J9aczzoJi7jwBAAA8lqJgV2qB4pdeemnevHlz5sxZvXr1ta7PcwQ8Ha+JCGTyBAAA8FiK\ngt3p06fvvPNOUfUFin3M6VPZkc54tasAAFwvpk6dKknS8uXLq9PJH3/8sXXr1hqqSGmfb731\nllSCRqMJDAxs3rz5I488cuTIkZJ7jhgxQpKkS5cu1WyFNcXDyytLUbCr2QWKvZdOp2HyBADA\ni2zatCk+Pv7UqVOq9NmsWbM+ffr06dPnlltuadWq1aVLl5YuXdqlS5f169fXYD0oSVGwkxco\n/vDDD9etW3fHHXeIaixQ7L3sf12JDTTExHrlLRwAANenrKysGr/jmfI+k5KStm7dunXr1m3b\ntu3duzcnJ+e1114rLi4eOXLkyZMn5X0+/PDD9PT0evXq1WyRNcXDyyurthco9l72/RftF3KZ\nPAEAgHt0Ot3UqVOff/75wsLCOXPmyI2hoaFRUVHybUs8kIeXV1ZtL1DsvQx3xek7NmTyBADA\noxw4cCAxMTEmJsZgMNSpU6d3796u26aPGjVq9OjRQojx48dLknTs2DG5PTc397nnnmvatKmf\nn19MTMyTTz6ZmZnp6vDOO++Mioo6ffr0vffeGxERYTQa4+PjN23aVHmfyk2bNs1oNK5bt85m\ns4n/vYjtzjvvjImJOXbs2F133VWnTp3g4OBBgwadOHEiOzt7/Pjx9erVq1Onzm233Xb06NGS\nHVbncIQQDocjOTm5Q4cOgYGBYWFhAwYM+O6771xbS11jl5GRkZSU1KhRI4PBEBMTM2HChIsX\nL9bUe9UIpQlUXqBYq9XKF9vdeuutwcHBNVuK5zuflhtc1E3tKgAA+I8//vijR48eGzZs6N+/\n/8SJEwcOHLhz58677rrrhx9+EEKMGTPmwQcfFEIkJibOnz8/KipKCJGTkxMfH//WW2/FxMRM\nnDgxPj7+gw8+6N69++XLl13d5ufnx8fH5+fnv/HGG7NmzTpx4sTQoUP3bHkOSgAAIABJREFU\n799fUZ9VEhQU1L1794KCArnDUnJzc+Pj4/39/f/v//5v7Nix33///dChQ/v06XPu3LlXX311\n4sSJW7duHT58uNVqlfev5uEIIaZMmfLSSy+FhYUlJSXJt8VKSEj49ttvy9aWmprauXPnhQsX\n3nDDDY8//nirVq0WL17ctWvXM2fO1Ph7uc+pzJ49ewYOHKjX64UQfn5+gwcP3rt3r8LXquW9\n995bv3599fspLCzMzMw0m83pF/8+dTKr+h3WsuzsbLVLcJPFYsnMzCwoKFC7EDfl5OTYbDa1\nq3CH3W7PzMzMzc1VuxA35efnm81mtatwU3Z2tslkUrsKNxUVFXn1FzYzM9PhcLjx2pEjR8bH\nx9d4SU6n8/nnnxdCLFu2rKIdbr31VkmS/vzzT1fL559/LoR46KGH5KfLli0TQixZssS1w6OP\nPiqEmD17tqtFHuEbOXKk/FS+mN7Vg9Pp3LBhgxDiiSeeqKjPst58800hxDvvvFPu1rFjxwoh\n5L/R//jHP4QQ6enp5b71gAEDhBD9+vVz/a95+umnhRA7duyokcMpLCzU6XT9+vVzbT148KAk\nSYMHD5aflixv6NChQoj58+e7dl60aJEQon///jXyXjVC0YhdSkpKr169/vzzz5EjRz7//PP3\n3HPPzp07e/bsWWrGsm9zZhbULbY1ax6hdiEAAPzHk08++eGHH3bp0sXV0r9/fyFERkZGuftb\nLJbly5c3btx42rRprsbhw4f36NFjzZo1+fn5rsZHHnnE9bhnz55CiBqcWuvn5yeE+Pvvv8vd\nKsc+WYcOHeQWSfrPqhTyDU7PnTtXU4fjdDpTU1NdJ1vbtWt36tQp1+lsl+zs7I0bN950001J\nSUmuxscee6x79+4//fTT2bNna/C9qkPRvWJfeumlRo0abd++PSLiP7EmMzOzV69eM2fOXLNm\nTQ1W48nsZ684TeZ12fPu6/Ky2rUAACCEEPIQkclkOnjw4OnTp48cObJ9+3YhhN1uL3f/o0eP\nFhYW+vn5zZ49u2S72Wy22WyHDx/u3r273HLDDTe4tgYFBQkhLBZLTZUtX9Yld1tWkyZNXI/l\nG9PHxsa6WgwGgxCiuLhY1MThBAQEjB07dunSpY0aNerZs+fgwYMTEhLatWtXtqqUlBSn09mn\nT59S7b169frjjz8OHDjgKrv671UdioLdL7/8smDBAleqE0JERka++OKLkydPrtlqPJnuphg/\nP7/mqWfVLgQAgP9ITU2dMmXKF198Ia8/EhMTI+cMp9NZ7v45OTlCiBMnTsyaNavs1itXrrge\nyxdflVRRn26Q1zopGeBKMhqNpVrKFiOrkcN5//3327dvv3TpUnlllqlTp3bo0GHx4sXduv3P\nVfXy+GJISEipfuRJpQUFBTX4XtWhdPJEaGjp9dtCQ0NLDnJeD7KzCvSmzmpXAQCAEELY7fbB\ngwevXbt2woQJP//8c1ZWVlpa2jvvvFPJS+QBpAceeKDcy7MGDx5cC2VnZ2cfOHAgODhYPqla\nHTVyODqd7umnnz5w4MD58+f//e9/JyQkHDhwICEhobCwsORu8pzRknNgZXJ8LDn4Vf33qg5F\nwS4uLm7VqlWlGj/77LO2bdvWVB1eQaPV6HRes5INAMC3/fnnn0ePHh00aNB7773Xt29fOVuc\nOHFClBgicl2aJmvTpo1er9+xY4e81IjLvHnzkpOTc3NzlbxvqT6r6q233rJYLPfee69Op+i0\nYSWqfzhnzpx58cUXN27cKISIjo4eO3bshg0bhg8fnpWVVWoll/bt20uS9Ntvv5Uaudy2bZtc\nSQ2+V3UoiinPPvvsqlWr7r333m+//Xb//v3ffvvtvffeu2rVqokTJ9ZUHZ7PWWAJOp/Ttl19\ntQsBAECI/05BKHkSMD8//4UXXhBCuFYDkU8LuiKO0Wi85557zp49O3PmTNertm3bNmXKlE8/\n/bTsecZylepTOYvF8u6777755ptBQUHTp0+v6svLqv7h+Pv7v/7669OnT5cv2hNC2Gy2tLQ0\nrVYbExNTcs+6devefvvtKSkpCxYscDV+/PHHv/zyS+/evRs1alSD71UdisLy3XffPWvWrDlz\n5rimSuj1+pkzZ44ZM6am6vB8zrzi4m1/fWH5gMkTAIDalJyc/OGHH5ZqnDx5ckJCQqdOnbZv\n3z548OC+fftmZWV9/vnnJpPJaDRmZ2fLu8mBY/bs2Zs2bfq///u/Nm3azJ07d+fOna+++uqW\nLVt69ux5+fLlNWvWGAyGpUuXKhyKK9tnRXsuWLDgq6++EkI4nc68vLzjx48XFhb6+/uvWrWq\ncePG7n0apVTzcBo2bDhp0qR33nknLi4uISFBp9N9//33hw4dmjx5ctnbiC1YsGDfvn1PP/30\nV1991bFjx8OHD2/evDkqKqrs/53qv5fblI6CzpgxY8KECb/++mt2dnZ4eHjv3r3r17++xq40\nUcEBT8Y3T71y9V0BAKg5x479P/buOzCO+k4f/3v6bJe0alaxZFuy3Avu2AYMppuQAAHi2BxH\nSTgHElq4AAch/OLL95L47sAQEwg1gQCmBTCHqbFxw73IuMq2LNnqK622T/39sUKWK7srWaO1\nn9cfycxHq9lHy670eGY+MzuPP1R34403chz34YcfPvjgg5999tny5cuLioouuOCCRx555P77\n7//ggw9qa2uLioomT578i1/84qWXXlqzZk1VVdXQoUPz8vLWrl07f/78995776mnnsrJyfne\n97736KOPjhw5MsE8x2/zZI+sqqqqqqqKL9tstpKSkhkzZtxzzz3l5eWpvRTH6/6P84c//KGi\nouK555575ZVXFEUZNmzYc889d+uttx7/yNLS0vXr1z/++OMffPDBihUr+vXrd+eddz788MOJ\nX6U58edKGZPyJJdgMNjW1taDOw973KJFi4qKiq666qpubid+yU2Xy6Wq9E1lw8TJ3727tU/x\n+XxZWVlWp0iFqqp+v99utx8/Qyot+P1+p9PJcZzVQZJmGIbP5xNFMcHjMn1NKBTieT5+lCrt\n+Hw+hmEyMzOtDpKKaDRqGEb6fmBVVfV6vSmcQDZ79uzq6uqVK1eejmAASUl9KsBf/vKXrteV\nORuwLCsI6fdHGgAAAM4SmOOZBH7zobHjCq1OAQAAAHBiKHZJiHy0882Nj5umYXUQAAAAgBPo\n7iVkziqe315WVtNj190GAAAA6FnYY5cETTNC+yoYBi8aAAAA9EXoKElgGAaTJwAAAKDPOtWh\n2OPvD9tV53WTzx7619WTzy21OgUAAECP2bBhw/jx47uOfPXVV9OmTbMqD3TTqYrd5MmTey1H\nWoh8tPMj5+LLh82TeIfVWQAAAHpAZWVldnZ21zvCJ35pX+iDTlXsPv74417LkRY8v71s4CGe\nYwWrgwAAAPSMysrKkSNHzpw50+og0DNwjl1yWnaU8qxodQoAAICeUVlZOWLECKtTQI9BsUuO\nKOECMQAAcOaorKysqqoaM2ZMRkbG9OnTV61aZXUi6BbUlCQoq6unnltidQoAADi7vLhj1c7W\n+m5u5MeDJ47KPvb27u3t7bW1tf3791+wYAHP8wsXLrzwwgs3bNgwfPjwbj4dWAXFLgnRL/Z+\nanv3vKFzXZLX6iwAAHC2uL5svGbq3dyInT/BeURut7u+vt7j8ciyTERTp04dMmTIokWLnnrq\nqW4+HVgFxS4J7ocvKq3jBFa2OggAAJxFHMJpPLc7Ly+vc5nn+aFDhx46dOj0PR2cbjjHLjmN\n24tkAdc6AQCAM8GqVatcLteOHTviq6qqbtu2Dcdh0xqKXXIweQIAAM4Y48aNKyoquuWWW9at\nW7dt27a5c+e2t7f//Oc/tzoXpA7FLglqZf2UkXnf/TgAAIB0IEnS0qVLS0pKrrjiismTJ/t8\nvuXLl+fm5lqdC1KH/U9JUDYeWtH69wnjbsiyF1idBQAAoAf079//9ddftzoF9BjssUuC46Zx\nJYMnSbzd6iAAAAA9o6Wl5fbbby8sLPR4PDNmzFi/fn18fMOGDczRVqxYYW1USAT22CWnblvu\nkJkZVqcAAADoGddff31ra+vixYuzsrJ+//vfz5w5s7KysqioCPeQTVModsnB5AkAADhjVFVV\nffHFF2vWrJk0aRIRPffcc0uWLHn33Xfvuusu3EM2TeFQbBK0A62TS7G7DgAAzhB5eXnLly8f\nO3ZsfJVlWdM0g8Eg4R6yaQvFLgn6ft8XW/5S315ldRAAAIAe4HQ6p0+fLoodF0B+4YUXmpub\nZ82aRbiHbNrCgcUkSDMGlTadZxfdVgcBAICzSNtnT8dqt3VzI57zb5MHjD/FA7788su77rrr\nwQcfHDlyJO4hm75Q7JJTuyWrfGaO1SkAAOAs4p72L6audnMjrHSq2ya9/fbbc+bMue222+bP\nn0+4h2w6Q7FLjiTxpkkMY3UOAAA4a7Cy87Ruf+HChXfffffjjz/+8MMPdw7iHrJpCufYJcHw\nhSdk2dDqAADgjLFo0aJ77rnn+eef79rqcA/Z9IU9dkkwfOEVG14pK7iiOBNvbgAASHtVVVV3\n33331VdfnZ+f//HHH8cHBwwY0HkP2SeffFKW5fnz5+MesukCxS4JfFl2ScZMp5RpdRAAAIAe\n8PbbbyuK8s4777zzzjudg/fdd98f//jHpUuXPvDAA1dccUU4HJ46dSruIZsuUOySU78zs2A8\n3tkAAHAmeOCBBx544IETfgn3kE1TOMcuORLuPAEAAGeQk90TVtf1Bx98sF+/fk6n87rrrmto\naLA6KSQENSUZmjFS10UZLxoAAJwhTnZP2Mcee+zll19+5ZVXvF7vvHnzrr322njhgz4OHSUJ\npmF+vfrVgrJLB2WPszoLAABADzjhPWEVRXniiSeefPLJiy++mIhef/31AQMGrFq16txzz7Uo\nJiQKh2KTwIhcyc3fc8vZVgcBAADoGSe8J+zmzZsDgcAFF1wQXy0tLS0tLf3qq696OxwkD8Uu\nOc1VGaKW992PAwAASAcnvCdsbW0tERUWFnY+rKCgoKamxrKUkDAcik2OKPKECxQDAEAvWvXV\ngbq69m5uZNKU/kXFGccMnuyesOFwmGVZQRA6HylJUjQa7WYG6AUodskp90ckT77VKQAA4Cwy\nfmKRrpvd3IgocccPnuyesDNmzDAMQ9M0nu/oCbFYzOE41d1moY9AsUvOxlVvZg6eNiRvqtVB\nAADgbCGezittnfCesMXFxURUV1cXXyCiw4cPdz0yC30WzrFLTv+fXp1hwx47AAA4E5zsnrCj\nR492uVzLli2Ljx84cODAgQPnnXeedUkhUdhjl5y22ozsbAe5rc4BAADQbSe7J6wkSfPmzbv/\n/vuzs7Nzc3PnzZt3/vnnT5482eq88N2wxy45osAxLGZPAADAmUCSpKVLl5aUlFxxxRWTJ0/2\n+Xyd94T97W9/++Mf/3jOnDkzZswoKSl56623rA4LCcEeu+T0bwxKFTlWpwAAAOgZJ7snLM/z\nCxYsWLBgQe9Hgu7AHrvkbFv57tZDn1udAgAAoAd8+OGHzHFuvPFGOvk9ZKGPwx675BTP+75m\nKFanAAAA6AGTJ0/+9NNPO1fXrFnz6KOPzpkzh05+D1no41DskhNs9PA8S8de4hEAACD9ZGdn\nd94lNhgM/uQnP/nFL34xa9YsOsk9ZKHvQ7FLjiCwHI/j1wAAcKb53e9+F41GH3/88fjqCe8h\nC30fOkpy8ltCBRk2q1MAAAD0pMbGxv/+7/9+5JFHXC5XfOSE95CFvg977JKze/1nYcY+cez1\nVgcBAICzRfjVjdqe5m5uxHbdKGHESS+w/6c//cnlct18883x1ZPdQ3b48OHdjAGnG4pdcvJn\nXxhS/FanAACAs4jtByNMzejmRhibcIqvvvTSS3PmzLHZOg5Jnewesk899VQ3Y8DphmKXnFib\nJxa0UZbVOQAA4KzB2MXTemX8jRs3VldXX3/9UQejTngP2dOZAnoGzrFLDsexvMBZnQIAAKDH\nLF++3OPxTJw4sXPkZPeQtSggJAHFLjnZoViJ41R7swEAANLLpk2bxo0bx7JHKkHnPWTXrVu3\nbdu2uXPnxu8ha2FISBCKXXIO7Fi9attrVqcAAADoMbW1tSUlJV1HTnEPWejjcI5dcrwXjWPD\nRVanAAAA6DGff36CW2We7B6y0Mdhj11yjLAnWHvS6eIAAABp6qc//ekdd9zRuarr+oMPPtiv\nXz+n03ndddc1NDScehz6iDN5j51hGIqiRCKRbm5HVVUiUhTFMAxFVUzSu7/N3mSaZnoF7qTr\nOhFpmpam+Q3DiEajXU9bSRemaRKRrqfZW72TpmmGYRhGdy8PYYn4i5++r3z6/sKJv2EikQjD\nJD0DNU3fbJ1M0/z1r3/97LPP/vSnP+0cfOyxx15++eVXXnnF6/XOmzfv2muvXbFixSnGoY84\nk4sdETEMk8JH9BSb8qiGm6Oe2mavSbvAcZ2x0zQ/9eg7sPchvIUQ3iqpvXPS+kc+cODALbfc\nsmXLlq6n2SmK8sQTTzz55JMXX3wxEb3++usDBgxYtWrV+PHjTzh+7rnnWvYDwNHO5GLHsqwg\nCPGLK3aHaZqKogiCIElSTcOmXfuWzRz5qx5J2DvC4XD3XwRLqKoaiUR4nk/T/LFYTJIkjku/\n6+MYhhEKhViWTdNXXtd1nuclSbI6SCrC4TDDMGn6yhORYRhpGj4Wi+m6Lsvy2Vbsvv7665KS\nkr/97W833XRT5+DmzZsDgcAFF1wQXy0tLS0tLf3qq694nj/hOIpd33EmF7vTwTOyvKQk/Y6s\nAQAAnNANN9xwww03HDNYW1tLRIWFhZ0jBQUFNTU1JxvvlaSQEBS75LCaq3VfP8KMbwAA6C1f\n7n75kH9nNzcyfdCPSrJGJfjgcDgcP+rVOSJJUjQaPdl4N7NBD0KxSw7LsqKEFw0AAHrPuQOv\n0w2tmxsReXviD7bZbIZhaJrG8x1/8mKxmMPhONl4N7NBD0JHSY6NoWFpPvsJAADSi8T3dnMq\nLi4morq6uvgCER0+fLiwsPBk470cD04Bp4slp7n14KfrnrI6BQAAwGk0evRol8u1bNmy+OqB\nAwcOHDhw3nnnnWzcuqRwLOyxS44jO3vQD66yOgUAAMBpJEnSvHnz7r///uzs7Nzc3Hnz5p1/\n/vmTJ08mopONQx+BYpcckXU17ew3JM/qHAAAAKfTb3/7W1VV58yZo6rqZZdd9vTTT596HPoI\nFLvkMAwjYfIEAACccT777LOuqzzPL1iwYMGCBcc87GTj0EfgHLvkcBwzWtWtTgEAANDDjrlX\nbEtLy+23315YWOjxeGbMmLF+/fr4+IYNG5ij4ZZifQqKXUKM5v3xhUC0ZcnG/7E2DAAAQA8y\nTfPRRx999tlnuw5ef/31GzZsWLx48ddffz1gwICZM2fGr05cWVmZnZ39aRcjR460KDicAI4q\nJiT03sOeez4gIpGXK66/xuo4AAAAPeOE94qtqqr64osv1qxZM2nSJCJ67rnnlixZ8u677951\n112VlZUjR46cOXOmdZHhVLDHLiHOuc/FFyTe0bi9yNowAAAAPSV+r9ht27aVlZV1Dubl5S1f\nvnzs2LHxVZZlTdMMBoNEVFlZOWLECGuyQgJQ7BLCSEcuDinbsJsTAADOEDfccMOLL75YUFDQ\nddDpdE6fPl0UxfjqCy+80NzcPGvWLCKqrKysqqoaM2ZMRkbG9OnTV61aZUFoODl0lKSdY5hW\nRwAAgLNIaO/TWvu2bm7EPuA2IXN8Ct/45Zdf3nXXXQ8++ODIkSPb29tra2v79++/YMECnucX\nLlx44YUXbtiwYfjw4d2MBz0FxS4hRvN+co0ioqgaen/T76+fvsjqRAAAcLawl/6Laajd3AiT\n0n3J3n777Tlz5tx2223z588nIrfbXV9f7/F4ZFkmoqlTpw4ZMmTRokVPPYV7MvUVKHYJCb33\nsOfu94mI54SKazF5AgAAeg/DOxkrnnfhwoV33333448//vDDD3cO5uUduUY/z/NDhw49dOiQ\nFengxHCOXUKcc58jhiEinhV9OwZYHQcAAOD0WrRo0T333PP88893bXWrVq1yuVw7duyIr6qq\num3bNhyH7VOwxy4hXSdP2OyChUkAAABOt6qqqrvvvvvqq6/Oz8//+OOP44MDBgwYN25cUVHR\nLbfc8uSTT8qyPH/+/Pb29p///OfWpoWuUOySdg7HmIrOiJzVQQAAAE6Lt99+W1GUd9555513\n3ukcvO+++/74xz8uXbr0gQceuOKKK8Lh8NSpU5cvX56bm2thVDgGil1CjNZa0zaQJMkw9cVb\n5/9o8P8yos3qUAAAAD2m671iH3jggQceeOCED+vfv//rr7/eW6EgaTjHLiHR5X/WWg4SEcOw\nQy/7PpuJVgcAAAB9DopdQuxXPCzkDCQihhj/rnKr4wAAAACcAIpdYgSZ2I6T6jB5AgAAAPom\nFLukjcu0GS0hq1MAAAAAHAvFLiFmsNmI+OPLb255XK8LWJsHAAAA4HgodgmJbVsS3b0ivjzk\n3MuFEfnW5gEAAAA4Hi53khB54o9sTld8uX1PBfW3Ng4AAADACWCPXWI4keHF+KLdLpqmtWkA\nAAAATgDFLmnjiz36AZ/VKQAAAACOhWKXEDMaMAKN8eU3Nj+u7W6yNg8AAADA8VDsEqId2hpc\n/Wp8uWLUhfKlFdbmAQAAADgeJk8khC+d5BoxI74cOzg8mqvJMl46AAAA6Fuwxy4hDMczvBRf\nttkFhrE2DgAAAMAJoNglbXSZl93ZaHUKAAAAgGOh2CXE1BTdVxNffnPT48raGmvzAAAAABwP\nxS4hZri17cP/jC+XD5jquH2StXkAAAAAjodilxDWlZt144L4MtM42t8WtTYPAAAAwPFQ7BLD\nMIxojy/KssBymD0BAAAAfQ6KXdKGDc8Ttxy2OgUAAADAsVDsEqU1VsUX3tj4WOzzvdaGAQAA\nADgeil2ifG/cH18oy5ng/vXF1oYBAAAAOB6KXaJyfvpafMHWPr6hPmBtGAAAAIDjodglihFt\n8QVJ5nkerxsAAAD0OSgoSRtU5nXuwJ0nAAAAoM9BsUvUkckTGx6LfYHJEwAAANDnoNglCpMn\nAAAAoI9DsUtU5+SJDGVy9YFWa8MAAAAAHI+3OkDa6Jw8IYocJk8AAABAH4SCkrTi/hlZ+1qs\nTgEAAABwLBS7RGnNB8jQKT55Yvk+0g2rEwEAAAAcBcUuUW0f/FYPtVJ88sRDFxGHlw4AAAD6\nFrSTRHnnPs25sokon522e2eT1XEAAAAAjoVilyiGl+ILgsBJEiadAAAAQJ+DYpe03DxnQVvY\nDMSsDgIAAABwFBS7ROn+eiMWIqI3Nz4e21xr+KNWJwIAAAA4CopdooIrX4lVbyKispwJjpsn\ncEUeqxMBAAAAHAXFLlHuS++xDZ5GRCW287ZtabA6DgAAAMCxUOwSxXBCfIHjWNmGyRMAAADQ\n56DYJS0j0zaQZfTD7VYHAQAAADgKil2i9FCrHmwhove2/iFUVavXodgBAABA34JDiomK7Vqm\nqiHPebcM9I61Dx8qcJLViQAAAACOgmKXKNvoK2W7k4gGeqZvWtcwcXJ/qxMBAAAAHAWHYhPV\nOXmCZVm7XbQ2DAAAAMDxUOySZrcLQ3Md2i7cLhYAAAD6FhS7RJlKRGs9REQfbV/oP3RQ3YNi\nBwAAAH0Lil2itOb9rZ88SUQlWaPso0pts4ZZnQgAAADgKCh2iRLyK3Ju+C8iqsiZvnYl7jwB\nAAAAfQ6KXcJYLv7/DMM4HJg8AQAAAH0Oil3SOI45Z0iOsr7W6iAAAAAAR0GxS5hpqo1VRPTp\nzuda2g6qmw5ZHQgAAADgKCh2CTONxtfuJaLizOG2vBzH7ZOsDgQAAABwFBS7hLFc4S/eI6Ih\neeeuXd5sdRoAAACAY6HYJYNh4v/vcuNGsQAAANDnoNilYvzE4tiXVVanAAAAADgK3wvPsXTp\n0q1bt/7yl7+Mr+7du/epp56qra0tKyu7++678/Pzuz/YO5T6XWJ+xbI9f63IO9e++oA0Y1Cv\nPTUAAADAdzq9e+x0XX/zzTefeeaZzhFVVefPnz9r1qzXXntt+PDhCxcu7P5gr2l67T4iKsio\nsItu90MX9eZTAwAAAHyn01vsnn322crKyu9973udI9u3b5dleebMmaIozp49e8+ePXV1dd0c\nPK0/QleF93xAROU5Ezes8PfakwIAAAAk6PQeir3xxhszMzPff//95uaOaaS1tbVFRUXxZY7j\ncnNza2pqGhsbuzPYr1+/+Iiu67t37+589lAoZBiGpmnd/CkMw4hvXNP1+IjDKXR/s70pvdJ2\n0nWdiHrkP6IlTNPUdd00TauDJC3+njdNM01fecMwdF1P0/CU5q98Wn9giUjTNObbeXLJfi9A\nX3B6i11mZuYxI9FoVJblzlVJkmKxWDcHO1fb29vnzp3buTpmzJjCwsK2trYe+VnC4XA4HI4v\nDyxztH64lZnWv0e23At66kWwRDQajUajVqdIUXt7u9URUqeqalq/czo/sOkorV/59P3AEpHf\nn8oBGf3bf/YDWK43Jk90JUmSoiidq7FYTJblbg523fg111zTudre3i4IQtcHpEbTNE3TBEEw\nm/by+RXrat4rcFdkb2mRZg7u5pZ7RywWk6S0vD6LYRiKovA8z/O9/UbtEYqiCIKQwr/+LWea\nZiwWY1lWFNPytsjxnS4cx1kdJBXxf6ym6Wc2vos6fT+whmFIkpTCZ5ZlcYkJ6Ct6++NXVFS0\ndOnS+LKu642NjYWFhTzPd2ewc+N2u/2hhx7qXF20aJEkSU6ns5uZI5GIpmmyLDd/+JvCn79b\nmjs8w5aX+esJ3dxsr1EUpfsvgiVUVVUURRRFu91udZZU+P1+u92ejvXCMIxYLMbzfJq+c0Kh\nEM/zadqNFEVhGCZNX/loNGoYRvp+YA3DcDqdKHaQ1nr7vThixIgynATyAAAgAElEQVRAIPD5\n559rmvbGG28UFxcXFBR0c7DXwhfe/T6x3ADv2I0rQ732pAAAAAAJ6u1iJwjCo48+umTJktmz\nZ3de3K6bg73P7e7u4V0AAACAHsecwXN5Fi1aVFRUdNVVV3VzO5FIJBQKuVyurkd2Yl/slS4s\n6+aWe4fP58vKyrI6RSpUVY0fzUzfIztOpzNND8X6fD5RFN1ut9VZUpHWh2J9Ph/DMMfPPEsL\n6X4oVlVVr9ebwqHY2bNnV1dXr1y58nQEA0gKTgtIgtpSbSrh9Qc/qGreoKw9SMYZ24kBAAAg\nHaHYJaHt06fU5upc1wC3nO361YXEpt9sRwAAADiDpeWkdKvk3PgHIupPtGFdrVAWyci0WZ0I\nAAAA4AjssUuF0yWxHF46AAAA6FvQTlJRMSRH3tFgBGLf/VAAAACA3oJDsUnQ2xuJYbe3bxY4\nuf8OmSvOIFdaTrsDAACAMxKKXRKCm97nnNnZZUNZhnfcPMjqOAAAAABHQbFLguf824jISbSv\nqqWqsWVQmdfqRAAAAABHoNilwmYTDFzEDgAAAPoYTJ5IRb8Cd24wptf6rQ4CAAAAcAT22CXB\niAaMUOse9aCqRwdXF5s5Dq7IY3UoAAAAgA4odkmIHdwc2b0y67zrNUORL62wOg4AAADAUVDs\nkmAbPN02eDoRtfrC69fWjJ9YbHUiAAAAgCNwjl0qBIFzOnEFOwAAAOhbUOxS4XRJ5W5J/abB\n6iAAAAAAR+BQbBJMXVUbq2r4YGukfnTrOXqtXxiWZ3UoAAAAgA7YY5cEI9TqW/JfHltujrNE\nGF0gXznU6kQAAAAAR6DYJYFz5+bf9mK2s3//zJGf/N8uq+MAAAAAHAXFLhUMQ1leu9UpAAAA\nAI6CYpeic4bmKmuqrU4BAAAAcASKXXJiNVtqWrev2rfYDKvqdsyKBQAAgD4ExS45zYsfckpZ\n+e4yLs/puHWi1XEAAAAAjkCxS07hvUsy7f0GZo9diskTAAAA0Meg2KXIi8kTAAAA0Meg2KVo\n/ITi6CfYaQcAAAB9CIpdcmI1W+rbq5bt+SsxpKyvtToOAAAAwBEodslpXvyQXfQUeAYTkfuh\ni6yOAwAAAHAEil1yCu9d4pazy3Mnffn5XiWmWR0HAAAA4AgUuxR5vQ6rIwAAAAAcBcUuRaPG\n9DP+WWV1CgAAAIAjUOySoxza3txe/dnO54hI2YDJEwAAANCHoNglx/fxf4uKUpQ5jDB5AgAA\nAPoY3uoAaSb/1ueJyE3lWzYdzs1z9itwW50IAAAAoAP22KXI45EFgbM6BQAAAMARKHYpKh2Y\n5dyIc+wAAACgD0GxS47atN/fuu+j7QuJSNl4iEyrAwEAAAB8C8UuOYG1i4263f2zRhKR+8EL\nibE6EAAAAMC3MHkiOVlXPkBEmUQ1B9va/dHhI/OtTgQAAADQAcUuRXa7qGmG1SkAAAAAjsCh\n2BR5s+0Fde1mIGZ1EAAAAIAOKHbJ0dsbg817/7H1j0Sk7W4ygih2AAAA0FfgUGxyIntXx/yH\nSwePJiLHv06wOg4AAADAESh2yXGec7WTyEsUDinr19Wed8FAqxMBAAAAdMCh2BQJAufJkK1O\nAQAAAHAEil2KBJEbxrP6Ib/VQQAAAAA6oNglx4gGo/U7F2/8/4hIr2kzGoNWJwIAAADogHPs\nkqO11rb/87lB02YSkXz5EKvjAAAAAByBPXbJEfsNyf3RgnOKLyeij5fstDoOAAAAwBEodqnL\nznFYHQEAAADgCBS71I3Nd6o7Gq1OAQAAANABxS5Jphmr2fLGhseIyGgJ6wd8VgcCAAAA6IDJ\nE0lrXvxw2XX/RkTC2ELB6jAAAAAAnbDHLkkMU3jvh+P6X0mYPAEAAAB9DIpd6jB5AgAAAPoU\nFLvUnTM4W/n6oNUpAAAAADqg2CUtdnBzfPKEGdXU7fVWxwEAAADogGKXtOa3Hi7LmUBEXL7L\ncctEq+MAAAAAdMCs2KQV3rukkIiI1qyqHjIsNyPDZnEgAAAAACLCHrvuyMi0cRxeQAAAAOgr\n0EtSN6QiR1hdbXUKAAAAgA4odknrnDxBDKOsr7E4DQAAAMC3UOyS1vLe44OyxhIRMeR+6CKr\n4wAAAAB0wOSJpBX8/J0CIiLavauJ59mBg7wWBwIAAAAgIhS77nA6JZNMq1MAAAAAdMCh2NQV\nFLq9lbhAMQAAAPQVKHZJUxr2vL724fi+OmVDrdVxAAAAADqg2CWtffmLZVKpaepEmDwBAAAA\nfQjOsUta9g//M5uIiFqaQ/v3+cZPLLY4EAAAAAARYY9dd0gS73RKVqcAAAAA6IBilzqnSyqt\nabU6BQAAAEAHFLukaa2HDhz66quqvxMmTwAAAEBfgnPskhau/FQSqLBsNGHyBAAAAPQlKHZJ\nc0+/2U1ERKZpfvLx7ksvr7A4EAAAAAAR4VBsdzAMk53tsDoFAAAAQIczfI+daZqm2d27fsW3\ncMJNDY+pRiDGOMVuPsXp1v0XwRKdsdM0P/XQO7D34ZW3XJqGN79ldZDUpXV4ADqzi52maeFw\nuK2trZvbMQyDiMLhcCQSISIz4jci/n8cfumaEY/qWw6yOQKT26f32xmG0f0XwRLx37DRaDQW\ni1mdJRW6rgcCAatTpE5V1TR95xiGwTBM/AObduLFKE1f+fhnVlEUq4OkIv6rvq2tjWGYZL9X\n1/XTkAggFWdyseN53uFwZGZmdnM7kUgkFAo5HA5Jkogo2rIz9M3nkyd8PyPDw/zs/J5Ienr5\nfL7uvwiWUFXV7/fLsmy3263Okgq/3+90OjmOszpI0gzD8Pl8giC43W6rs6QiFArxPB//wKYd\nn8/HMEyafmaj0ahhGOn7gVVVNTMzM4Vil44fczhTncnF7jSRy6bIZVO8RET08ZKdl105xOJA\nAAAAAESEyRPdlJvntDoCAAAAQAcUu24ZKXH64XarUwAAAAAQ4VBsCkxNURv21EjRw/7dE2rG\nkm5yBWl5HhIAAACcYbDHLmlGLOj78P/luQaUZo2WrxgijCmwOhEAAAAAEYpdCjhHVv5P/+qU\nsoozh33x2V4lplmdCAAAAIAIxa6bcvOcKUyMBwAAADgdUOy6Zahbon0tVqcAAAAAIEKxS03s\n4GYiemH13XpLSD/QanUcAAAAACIUu9Q0v/UfRDRt0I3COYXyZRVWxwEAAAAgQrFLTeG9HxLR\n4NzJWzfV1eE6dgAAANA3oNh1S0amTZZxLUAAAADoE1DsuqXYIzv2NFudAgAAAIAIxS41sZqt\npq7ublyzfN+r6jcNVscBAAAAIEKxS43/n8/p/oZCT0VF+QWOf51gdRwAAAAAIhS71OTOXchn\nFTmkTK0te3tlvdVxAAAAAIiIcOJ/t9jtgtURAAAAADpgj123eDPtObsarU4BAAAAQIRilxoj\n0q4c3kFEz6y6Q91Qa3UcAAAAACIUu9R8tWt1+8q/EtElQ+9w/epCq+MAAAAAEKHYpeaLmOK6\n5nEiyrcNX/7PfVbHAQAAACBCsUtBczT4s5EXSBxPRLzA5eQ4rE4EAAAAQIRil4IvanZtaKqO\nL4siN6C2zdo8AAAAAHEodkm7vnzc5SUjIntWEtH2umX/3PuK1YkAAAAAiFDsUtMUCe7/aIGp\na6VZo8b/yx1WxwEAAAAgQrFLTViLrZx5L8PxDilz7ZdBq+MAAAAAEKHYJUszjC3NtSUu7+3D\np8VHioozrI0EAAAAEIdil5yGSPuHB7Z2HRnc0G5VGAAAAICuUOySU+jIeHj8FUSktR1WGvYQ\n0aJD91sdCgAAAIAIxS5ly7Z9Hqr8hIh+eM3vrc4CAAAAQIRil7JNznzxvNuJaMtyq6MAAAAA\nEBGKXbK+Orw3vnD/2IsdgkhExf0xeQIAAAD6BBS75Ly3b/MxIxXBqBGMWhIGAAAAoCsUu+Qs\nmHZd53J4x5dEtHHfRyv2/t26RAAAAAAdeKsDpKumSKDu06dGDZ0x+sY5qh6zOg4AAAAA9til\nSjfN9TPvJaKNa3xG1GV1HAAAAAAUu2Ssa6xujYXjy/l29y3DphJRvwK3KHCW5gIAAAAgQrFL\nyleH9pimecxg/7DCtwcsyQMAAADQFYpdEu4dOzNLdnSuKvW71eYD+sG2ZzbeaWEqAAAAgDgU\nu9R9tXlp+MAGedbQG8+bb3UWAAAAABS7bthTNJoZdcXOHY2BerfVWQAAAABwuZOEVQd8kYA+\nOruoc+SOEecRUSRTsy4UAAAAwBEodok6FG5juBPMfvVGNSMWUXMEgZN7PxUAAABAJxS7RJ2b\nN1CSpGMGQ1s/FtQRe5vXHdTrLhs2z5JgAAAAAHE4xy4hevUTxw82RYK7lr8ojisqn3n51IE3\n9H4qAAAAgK5Q7BLCSvmmFjpmkGOYLRf9oqkptH5Ng0v2WhIMAAAAoBOKXULMvOvfObjnmMEs\n2fGvQ8+124TcPKclqQAAAAC6QrFLSFCLBdToCb9kU7RiXziktPVyJAAAAIBjoNglxC3IN1dM\nPn48emCD2lCr7W1+bd1/RNVg7wcDAAAA6IRilyil7r1Y3ZJjBlds/CjKNdpnj71h3GMij8ud\nAAAAgJVQ7BIlZE3mHCXHDDaOuDRWNPqD975xy9ksg2vHAAAAgJVQ7BLy+v5NjJTPu0ccMz57\n8MRcu6ukNNOSVAAAAABdodglJKqf/L5hujG4OWiYWiDW0ouJAAAAAI6FYpeQm8smxBdM/ai5\nsaauhrZ8pFbWh5X2tzbNtyIaAAAAQAcUuySYhtK6+rquIz4ltu3r1113T3dKWdef82h8MFaz\nNbJzmRUBAQAA4KyGYpcEhhU9Yxd2HZF4YfeMO99/dzsROcSM+CDnzlVbDlqQDwAAAM5uKHbJ\n4RwDuq46BemmIZNLB2R1jtQ9M4f35Lunzu31aAAAAHC2Q7HrAYMb2omoPdqsquGMi/7N6jgA\nAABwlkKxS5rWvoPI7FwNbftE2XyQiJbvfbXGv8tWPtW6aAAAAHBWQ7FLWnj/X7TArs7VNVs/\n1ecWEdGlQ39a6h3ZOd70+v16oMmCfAAAAHC2QrFLmnvU73nXkM7VwJQ5WmbR669uZkPtjK4f\nedi0m4kYC/IBAADA2QrFLnkM13Xt+wNH59hcEyYVNy1+UGur6xyXikZwruxeDwcAAABnLxS7\nHqDtbS5uj+TNfapVMr/70QAAAACnB4pdQt48sLk64Otc1UP7tfbt3y63RmrW6DV+RrS9sfE3\nR32baertjb2ZEwAAAM5mKHYJuTC//OG17+/wdRxpNfVIrPGf8eWAEll34CPb1cMNw/y36c92\n/S7T0OqevamXowIAAMBZC8UuIdmy44lpP3z06w82NdUQEe8e5ij7WfxLdndu89irwzv/+fLz\n61gSun4XwwkFdy62IC4AAACclVDsEuWVHM9fNPcPGz9ZWVfVdVzk+FmSaEZDV31/+PHfxcqu\n3goIAAAAZzsUuyS4RdtfLpr7/Dcrlx3a3XXcPnSGY8yV0kvrQoovEGuxKh4AAACc5VDsEhJb\n/QqZJhHZefFPF/zob7vWfrBvQ3jfkTPqDNMUhufvafp626HPj/lepX63cmh7r8YFAACAsxKK\nXUKMQGN055fxZZkTnpkxe3VDzbLq9Z0PuG/FW77z+5V5Zpw78PpjvpdhudD2z3ovKwAAAJyt\nUOwSIg4fHFzxYucqx7D/OeX7+7N//OjXHximSUT/Pu7SLNn+8ZLd/rboMd8r5A7KvOQXvRoX\nAAAAzkoodgkxA58xXFDz1XYdnDfy/JHegp8t+3tUV/PtbpkTvveD4W6PZFVIAAAAOMuh2CWE\ny/2+OKTAv/z5Y8Z/WDbuh2Xjbvv8r02RABFpL6w9sOErKwICAAAAoNglZvW2AcQeDO9cZupq\n1/FA5UMXFg769cRZdy57/cvaXf7LSp6ve+KEW2hf9bfI3lW9EhYAAADOUih2CdEMPmLk2UdN\nDm3+sOu4mHOBqYXKM3Jfufhflx3e82zThrK8+1VVP34LtorprOTorbwAAABwNuJ7/ylffvnl\nt99+u3P1rbfeEkVx7969Tz31VG1tbVlZ2d13352fn09EiQ+ebuUVmfuqzj+nrKb9i5ed437Q\nOS7lXdKxwPGPTZz10YHK9/+vcpijYOLwkmO2IHhLyHvsIAAAAEAPsmCP3a5du+68884XviWK\noqqq8+fPnzVr1muvvTZ8+PCFCxcSUeKDvSC/n3PnoSFq2xrWkaXU7z7Zw64oHfGrGy56bten\nb+7ZcDjU1jvZAAAAAOJ6u9gZhrF3796tW7c+/PDDTz/9tKIoRLR9+3ZZlmfOnCmK4uzZs/fs\n2VNXV5f4YC/ENl/bmpPrijHFrimX+v/57Cke6Q2rD2zlAmr0h//35/f2bTnmq5q//nTGBAAA\ngLNabx+KrampURRl9OjRs2fPXrJkySOPPLJo0aLa2tqioqL4AziOy83NrampaWxsTHCwX79+\n8ZFgMPjAAw90PpckSV6v1+/3dzOzruvRaGAIefY0TRnm2Bbat0FsrifBFv+qdvg1RsjmcjqO\nyTYwDVsuqb2u8JrJGUW/2/Lpvpb6m8snckxHgQ784//Jo68SSsd3M1JSDMPo/otgCdM0iSgW\ni6mq+p0P7oM0TQsEAgzDWB0kafFXXlXVNH3n6LquKEo0euxFJdOCaZqmaabpK28Yhmma6fuB\nJSK/35/CZ1bXT3BqNYAlervYlZSUvPnmm6IoEtGtt966evXqjRs3RqNRWZY7HyNJUiwWS3yw\nc1VV1bVr13aujhkzRtf1HvkV8+7QN67e+IPt3vIKz6vC6KuD696WJtzQ8TXPBYYRNb59liyp\n+LxBd3y9uuac8fn/M+Hqd6q33bHyjauLhl9aOJSI5IvvJ17q/d96afp7Nk7X9fT9pRn/U5Gm\n0vcvdFz6vm0ozT+zhmFYHSF1qX1m4/8WAugLLJg8EW91RMSybH5+vs/nkyQpfkw2LhaLybKc\n+GDnamZm5vr1R27ztWjRIqfTmZ2d3c3AkUhkWOklu75ek+O9iWwVOaOmNT7/q+zL/o069sOd\nYPsORyjTnRV5ZtVPbpt2zbAJP/jomW/CLb+ZdBXPct0MkwKfz5eVldX7z9t98T1Gdrvdbrdb\nnSUVfr/f6XRynAX/0bvJMAyfzyeKotvttjpLKkKhEM/zkpSWVwv3+XwMw2RmZlodJBXRaNQw\njPT9wKqq6vV6U9hjx/MW/DEFOKHePsdu1apVv/nNb+LLpmnW19fn5+cXFRUdOnQoPqjremNj\nY2FhYeKDvRB7WO6FO8v3jRbYg8HzYo1LXJNv9H3wu2MeYyitncsDRilho1Wc1N/UjByba8W1\nv5zSb9DsT16obDncC2kBAADg7NTbxa68vHz79u2rV6/WdT1+THbMmDEjRowIBAKff/65pmlv\nvPFGcXFxQUFB4oO9EFvi7WJ+prxrd+X+AUrzV57zb1Pqd4d3/LPrY0K7/xg9/EF8+UDLlkP+\nXeKk/qxbJqKw0j6rdOST593wv1s+X7j1y5b170YPbOiF2AAAAHBW4R577LHefD6HwzFo0KBX\nXnnl5ZdfjsViv/zlLz0eD8dxo0aNevXVV1988UVFUe677774AawEB0/2XOvXr3e73RUVFd3M\nrGmaqqqSw1a9abmePXZgv0OCs8g1bk7jK/McY65kxY6DDlLuRbyr47mKM4dnO4v9/mhba4SR\nIs+vuGvEquKscwaUuL0m0bN7Nx48sJnLHVTgyOhmtkREIhGbzdYLT9TjDMOIxWKCIAiCYHWW\nVMRiMVEUWTb9LgNummYkEuE4Lk2PZqqqyrJsmh4di0QiDMOk6WdW0zTTNNP3Axs/jpzCodi3\n337b7/ffeuutpyMYQFKYM/iUz0WLFhUVFV111VXd3E4kEgmFQrJd/Mvbcy9lfh0t2l+Ws8U1\n/PHo/vW+D39XcOdbdJLfAqGQsvzLfZfPGqIZivrBHvmi8v/Y9n8/Hz0jz+7e6296c8/6zc21\nMworrisbm2NzdTPkKeAcO6vgHDur4Bw7q5y159jNnj27urp65cqVpyMYQFLSb1+CVQROcvcr\nkvft2FJVrDR9ZWoBecB4W9m5bZ8/fcwjTS3Ytu5mInI4xMtnDSEinhVtVw9nnOL8KVfn2d1E\nVObJeWj85a9dcmtZRs4ja97/yZd/+/jgds1I40l8AAAAYDkUuySMH3rNFnMlZ5BY/pu29bcR\nmZmX3RvZtTxWvanrwxje6Rg074RbaAzsN8OKXusnog/3bQ7vWXFx8dBnZvz4d1N+UBNo/fEn\nL/xm7Yer6/fF9DS+RgYAAABYBcUuCcP7nb9vUO0YlvbUDRSzJoZ2/w8xTO5NTze+endg3dvU\nZX+bkDWx6zcGArFdO5tM03h3y++Dvpbgs2sM0wzqWtOXz5pqlIi8suP24dPeuOz2Hwwau67h\nwB1fvnrTpy/+9+bP1tTvi2hpfDkrAAAA6E1peXKxVTiWzykqE7/Yvpnjzrn53ra1c5WmZWLO\n+YX3fuhf/mLN7y92nvN9z/m3spLjmG+02YTag20VQ3J+Om0REdHj/YjoxvLxVP63Yx45yls4\nyltIRJqhb2quXV1X9dz2FVFdLXZmjckpHpNdNDgjj03DOxkAAABAL0CxS86EodduXflylnP8\np0v3XHThM62rrs6Y+ApnK8y85OcZF/1bYO3iw098Xx40KfOSX3CunGjtYqnflQxn53n2okvK\nT7ZN3TReXv/hTSMv5OUjM3x5lpuQWzIhtyS+WhNs3dRU8+aeDTta67JtrhmFg88rLM+WTzoj\nGAAAAM5CKHbJqcid8mHp7+7y2jfLwuuv77lm1kL/+lszp77PsCLDCe4ps91TZoe3f17/3M1i\n4XDHuJGav/KYw7KGYbIsU9W0flDO+OCfVsmXVfADvUXRtro3f50/8l5hVAFxTNsXz7CSwz11\nbkO43WloYqStOGdgsTPzewNGEVFDuP2fh3Y/uub9tlikLCO3IiOvPCO3IjPPI6bl9REAAACg\np6DYJYdh2KL+o/Z//vmkx36SmWn72xv7rr3oX9o3/9w17DesnBd/jH34RfbhF0V2r2j9+AnO\n6fVeXchnHrk9xorl+zmObfJ86bbleH842oyqRHTJ9JuMYaHw4q380DyG453nXM27c4no2e1f\n/cCbn7P8ubybn+ncQp7dfUP5+BvKx+umcaC9ZVdrw+r6fS/tWOVXokRmhmjPsbtkjm+NhWeV\njnIKUiwYKhDIJcouQebT8JpqAAAAkCAUu6RNHHrdusq/FC5YVn7XNLdH/vtb+tXnTTK3/tKI\nNbBSnuidImZP4z0jbYOn2QZPi+z+qvFvvzCVsDRgvK18mq18ynkXDCQiol8SETnpw398M9qk\n4v4ZrNfhvGNKTNd2tRwa5S00AjHWxT0y4UoiooHjiKgm2PrpwW9uGTY1HkMzDMXQBnlyBnly\niOgbX92LO1b9Yeq1ASVaF26vbDm8t63xG19dVFdbAn61fkdU09piYdXQOZYtcHj6O712QWiJ\nhnzRUH24PaKpLMPk2JwD3dkD3TmDPDlZssMXDTVHg02RQEs0FNO1HJsz1+bu53Dn2d3YOwgA\nANAHodglbUD22HcHt+yKHBh4e533Vxfe9K/j/vGOHI0My81zlRYp/bRd2oEXVP82Ke8SW/85\ntsHTbYOnRw6+yShFkT2r/f/8sxENiv0q5IGT5EETxbzySy4brKpG58aXHdod1pQRYrb/3vcz\nF11L/JEdbPl2d6HDTaZBDEtEu9sa1vz936+pmJgx804iGujJfnTiLCJyibJLlAdn5Eb2rOQz\n+gk5A5tampc07vnR4AkSxxORbhp1IX91wBdSYyOyCnPtrmzZaeMFImqKBKv8jfvamxfv3dAS\nDWXJ9lyb2ys7Brqz7YJYH27f09aw7NDuxkjAr0TiqeIXuHYKkkeyuQTZKUguUZY5gYgCatQw\nzZiu6aZR7MwsdXsHuLJz7afxUswAAABnORS7pDHE3HXBS0u/eWb13E0z/+orLhz94zvONVlq\nbAgerG5btmVoS0tJtvdfxtp3Zmy5n4yoXHyDobVKuSMyy+7LpPvINJWG3dGqtW2fPKE07K1y\nqkO9E/SC4WLBkIi9dEa/CkHgiCjzmWuJO+qwqcByU2o2tWx+z3v1I0Q0LKvfsJ+90vlVmRMC\nbz3AlE91nnN1fERtruacXiLiGDbH5qx74Sf5M26Xy6ZENDWsKefmljDckf/6RjTICFKOzZlj\nc07OH5jsaxJQY0ElGlBjQTUaUGIBNWrjhP5cFscwTlHWDaM22Lq24cCbezY0RgIswyi6RkQe\n0dauRDmW9cqOXJsrx+bKlh1emzNDssscL3OCzHBRTU3La9gDAABYAcUuFSJnu2rkPa2D6v7h\n/OOKA+su+9murCmjssYV5Y0vnDCpmIiamkJbNzv27S3N9WqjaY1LX640fCrlXykXzGKlXDG/\nQsyvcE+dS0SN+99vCLSWhoXgpg8OHqyWPaszgiPjB23XHswWRH7KpP56Q4Ar9BCRe9pNp0iV\n88PfdV11T5nduXxl6UjzX5+JX2mvNRZevHfDrRv+7rnwDlv51IZwe0CNORf/e8aFd8gDJx67\n0VOK6mpYVbJkh0uQXILU6qvTDOP8whPM/x2bU3yyjZhkNkdCLdFgQzjQHA3s8NWH1FhUV9uV\naFRT/OGQxpBGhkOQQmpMYDmWYQdn5I7OLhrpLezv6rhVWrsSaYtF/EpEN4yAGiMiwzQDatTO\niwLLeURZYDmH0HGDKcXQw5pCRNmys8DhSepHBgAA6MtQ7FKXae938+QFVYPWf5C3KNb6EbNe\ndXwqZCiZmTmlZf0nnT98wkUXlzc3hbZtzT944AJTbys7vLFw109s5l7JU87K+ayQwfCuCt7B\n5QwSvee6Jt+YbRpEZESDkT2rgls+Kmv8iLhww+bzaGWR8EPhq7qS8hJpQJmXc+fyGf0Wv7t/\n3ISisvLseBhdN059T1KGF+MLxc7Mh8dfQeOviK+2K9GlBzyTzfgAACAASURBVLffedsL8dVV\ndVV76nbP/PLJ/J/+jXN660L+oK/W/fnCnBv+i7V51tTv21e95fyVf+l3x6usPePj6m9CjXtn\nrHst/7YXWJsnpmuxsD9Ws0UqGkUM8+KOVeUZudP6lZ36ZWSIie8pHJKZf8yXTnivWM3Qd7Y2\nbGs5tKhy2eGQ3zBNIvKIske0u0XZJcrxbbpFmYhao+GAGo3pWkRTwpqiGrqDlzpnkLTGwodD\nfiKzwJFR5sl1CKI/FvErEb8S8ccix4TRTTOmq7ppMkQsw+imkSHaR2YXjs4uGuEtdAmSZuit\nsXBrLNwaDSuGbuMFJqZlk5phc4gsrxhaRFMVXQuqMYbIKzuzZMd3zmUJqDFF12ROcAjiqR8J\nAABAREz8HKkz0qJFi4qKiq666qpubicSiYRCIZfLdep7ipum4Y82tbbVNu36purw2sPhKjHE\nlfoHlkmjnEUFbKEn6BIPR/RI/dehdodueCUxlpWh92eeYR1DRaaVo7Z2I+zJu8Dlncw7yw2+\nf0xjYm0HeNZmMwNGyBdta40G2sTtDdqKqHHRLiPkI2KY5jyzjleHHfosMH2aY53bbhKRHguZ\nxPKSnRhGzCv3S/3rzIopF47k3Lnf+cO2KxFfNFzicDOcQESbmmq2NR38cckwzu4hhq0L+Ymo\nn8NjxjRGOsG/CrTWQ22fPZV97W+J5dqViG/fWvGzpwp+9iYxzIOr352ZkTMp2uocexUR/Wnb\nsqtkQfjyz/k/eTn+vcrhHcH172R97+HOrZ2w2PU4U1frmqr3GmZEUzNEm0eyuUWbR7TFu1RM\n16K6SkQyJ0jcUT+yX4lsaa7d2ly7reVwfG9ipmzPlOxZksPGC0E11hJsj5Ae1hTNMHiWdQiS\nyPLx0xlboqHmaJCINMOwcUJEV+INlSHGxguqoRORbppuUXYKUkCJBtRYvFCKHB/RVMM0iEji\nBJ5hI7rqEiS7IIos7xZllmHjpdYpSBzDihxn40UicvAiz3IRTYnpWrsSjepq/M51Nl4QWd7O\nCwLHx3S1XYkGlGi7EmkK+FmWzXa6BZZ3ClL8YZ0/e3yzLkF2CKJTkOy86JFsRMQyrEs41cek\nm4JqTDeNriPxnbLHPCwUCvE8f+oPbJ/l8/kYhsnMzLQ6SCqi0ahhGKf1A3v6+P1+VVW9Xi+T\n/EXgZ8+eXV1dvXLlytMRDCApKHbfLcFid4JvVAN7Gtbu2b8i2NpoBmJGIGaGFTIpKAU1TmdY\nVmdM3pAdSrZD7Seo+ToTEZ01XkkQ5VoXX8dzGrFiTHPFNM4wnRLXrApDZYfH7spyeLJcGVmy\nM8eIRfXDNSotN5Qm3jVSr42wWm4sZ9/qbyouvfEnIqsrDbtrt29tPtze31hvtDcS0cFo0a7w\n4IuzvmAlJxFpET/z7V9KVna3m1kRLrsoM8raM4TsEt5bIniL+azizh1+RGQGlda73s18+geM\n/bt3I5lKmBE7fstr/vrQ5g89599GRFuba/N5MVu2sbJL0bVHvn7/zoqJuaFmqf8Yk0xV1/U9\nK31f/Fm6/sl4sVNbqjVfra28Y1JwrLYyWrUmviki0gNNphrjs4oS+e+itR7SWg91Hnf2L/sL\nEXVuyvf+fLFgqHP8NfHV6IENnNMrZJfGV5X6XZwrl3Mk9EfX7/c7nc6T7UkNbV4iFg2Pb1lt\n2q827LWPuDiRzZ5gU6qiGFpAiUY0NWZoqq6HNSV+MJqIolpHh4toio0XZZ6XOcEt2mReiGoq\nEcWnwvhjEacouQXZJcpOXtRDUYbnRLstrClhNaYaRlCN6l1+XQTVWFiNBdVYUI21K1HdNAJK\nlIh00wyqUZ7lRJYLa4rECURkkikwXEiLcQxr40XdNEzTjOpqvAj6lYjAcgzDKLrmECTTNDu/\nUdE1pygFlZhJplOQueP+4mqmEdM1wzR4liMizTA4hiHDlHkhQ3bEH67oekRTiCigxuy82HUj\nDkHiWfb41k7fHs3XDSOoxjTDCGmxrl/lGNYrO72yI8fmyrY5vLLTxgsOQWK/3Vt8jNZYuDES\naAwHGiLtLZGQZupuUbbxoo0T3aIcL9ZuURZZTovEiIiRxZiuhTUloESNo39LSxzvkWwZkj1D\ntGVIdpHjgmosfu5s/MEeUXYIklOQ4v/7ne8fRdfqw+11YX9zJOgUZJZhPJKt6w/CMB3LLkE+\n9Z1vTljs4m+wE77IfQqKHZwZ+vTHLN3ZBNeoootGFV10/JdMVTcjqumPRoP+xtb9jf59DcH9\njbGaet1XHVOpzXSoXreZmeHMkSWOl1SdAi6+st3wqKGIForFDq8J0LZGZSLD8BHVabKFEbXC\n5D1iKGTXD4mtrcXSP6o+fMsWCDOqQVl+V1ZFPQ0QKFuSMvKHl5VlZHuyLjYPRxjK3B01qmvU\nK68eaUZVYo3Q7jopEs7oL+qBJtVXu/TTg7nsigH6eiOssKor5OI5xS+yCjNKiix6yadluYSI\n7M7g3bnEcqzNQ0QU4Ln8o6e+Mgxrz2B4iRXtUvGo2MHNrM09XHIygszKLiLiWW6ud0qmLUtw\nZuqhVh8r/PKL1/83PC731pf8gXbN0KubGvvpMbV+j6186uc1O2uCrXNyC6X+Y4goqquqrvP1\nu6N712Refl9UV2VOCKxdHN2/PueG/4o/f+DrNyN7VuTOeXJna32W5HDW7zHCrZ3pOitdXNas\nX+mR9s5VpW6XmDuI85bUh9tzba7w9i/EgqH2oRfEv9r0+v3ywEmuiT+MrzYvfshWcZ5j1GXx\n1ei6N4SSkfbyKR0x1rwu5A7sLJRaoFGWJsWXWbtHaayy07fFzjRNNcp8e02Z0LZPOGeWPGB8\nx2ar1jCiXSoeFV8NbnhPyO7vKDknU/ru3SShbUvFzDIhd1BHhpaDrD2DtbmPeZhhGD7DJ4qi\n233sl04mWvW1kDuIc2XH89f9ea73B78W8056w5XUxGq2tLz7WMFd79Ap//QGQ8GwoTE8F9FU\nnuXiO1/j+yzjD4gfl48vxw+7B46urY5vdwS6RJllmOMLjUlm/GpBLdFQYyRQHWiJaGpUU+O7\nQuN7eTsxxGTbnNmyM9/hrsjMy7e7iSisqVFN8SvRkBZTdN0fizRFAhFNbWpv41k20+l2CpLE\n8a7jaqJuGodDbd/46vyxSJsSjrdhpyDZeNHOiwwxYa2jcAeUaHxyetdvlzhBNw3DNAWWUw2N\nIUbk+AKHJ9fm8srO5mgwpCqKrsX3NHetsxFN9SuRrlvTDJ1nOce3/+oLa4ppmqZpEsOYZMqc\nENaU+C5VgePje4vjjzRMo+t2WIYlokzJ7pUdOTanV3a2K9HaYOvhUFtM10yieBc3TDO+HP9n\ng40X43uOdcNQDC2kxjTDaFeiLMPEXw2R49yirBtmSIu1K9H4mbUMMaqhuQTZLogyJzw0/vJE\nui9AGsEeu++W8h67lJlkbq79xMvlt9VWx9rbJbKZEYWIzJDaGmuoie1oNusYhXJDuQ7NSRQ/\nRMczEifKDo891+PMd3ryRVuewcpGQFFDq1y8yzRisZbDihngXH/3GRMjMbIHWzhdU9wax5LA\nBHk/w5ES9QjEOQVelVtjZOqq164zTpNxC7WaZvNWmy57Ro5szzZZwW4T6g/V/v/t3XmYFNW5\nP/D3nNp7n5menWGZAWZYZBeIQhAEN9Cg0YCgxqDXx1yTG7zGmJj4U9QrT2L0aogavde4JRGN\nBiOJisQLghFQZN+XYZh96+mZXms95/dHDe1EERSFkeb9PPzRb9d2ujjd8+2qU9VlJZ7cZItc\nAEC01R9JZ9k0p0uRLx3ILeuNddZ4lggNlGiuwM30hr3CwGBbUEowI+Gkk3/ZP3JS7oe5vI6I\nsqOnNiXHVoXqA7IBAJahv91wwXnJ3WrFIcsxY6YhbDg7NLhJGOgAgCOIhiAHQ0VE8RJB3tXR\nlDBS44K5nDGW7qpOJzoZm9B/JBFkqvoOxdo5QHmgeyTihtZGTSkeUZxLCRAqPnNwT4FcNfvc\nMVIgjyreVMqKRlOlpUFuG8xI7U1E8wP5+ZofABjnP3/3tRtHTaoI5QOAw9l3Vz77wDdmZ67e\ncLF0jIjy++0Nfz7w0SOTv9O+fZW/sH+t7K2JR2aUDdGrPxCChVJev+N2gI6//1IMFrvXyuzY\n3lzE9vlzQ5kkl9y+QvCH1f5j3dI4vImIilw6zC3bXvqJ2m+0f+LV3eWLt2mDJ/nGXu6WiY+W\nycVVcsmQ7g0tX6xVTtYGT3LLlmdu8k+Y6xk6jTHW0dGRfuU/8yZdmzmOmNj4F6XfaCl/gFs2\nPXF1aMYPtYHnHGnzr/zjr8pMdXcFkVT3cfNT1xVc8xsxry8AMD3RtvTHebPvFkPFAMBtI77h\nZd/oS6knBABMj3f8/Zc5F97qXtPNzVT7sntyL/7xxwMJjtzxBwDSe9fYsVb/2VcCQHNTvO3Q\nwUHFljrgbPdULK/bZLYeDJxzTXeTUp1ASPfXj0/hZprpMSFQeNSpTrKD26YY7B4G2vXu03ZH\nXd7l97hl56onnc6mTOnEWqk3l3zG0SmmJwilmcPYn9D6x4Ws/7nK0OnuqVg72tDz9uZfW3HL\n4JwFZO3LnIqNm3pLOh7RE5F0MqCoZb6cUm9I/NR5dlfMTPMjoRwAZEHURClzUDBpmRazY6Zu\nc0YA3FGqgR5330zZpm5bCcso9YWEI90Jj9ih7IDB7vhOfbADgFX7nuuXO6I8PPqzZmDcbuza\nH9cjbsFTJk9bZjwR72qJJptienvMatNJGgg4nAuiQIkkcMIMi1sWOAw4JUD9XJyQu2lfcqpE\nilXJT4ErSrvl9HNMwXGY4ngJOCrIAjE8AtVyZOpPML9MeIxCOm1IukETSSX4UUNTcZj5dZl2\nyrRDk+IK7STAObMlnTEeSPsLFTFFrA5/RxcENZqjEioD5bSlAwK51McJcwgFZ3+7UBwgAQ8Q\nQsQAiEEH/ClTkTxFhw7T4aOGeHKKiBCIt0RWLdsy+YJcjUSZkUxV6wfXpQZfN8QXChJRjq9P\n7FlRN+RHwzSiMz2+fX/Trh25l10sqjIHgIRO3t0mTKvsUEQHAJKx5M5aYahnN0m1cTP9YTSd\nYBPPy90sqH4A2NmRUCE8wNMGhACQXalKi8kj/TuAOQC81igTiV2itACAKXv+2jx0WI40qjji\nRpmPqktCfr1PTrviy4nbRksqPjjUnUuaLCvJxYpQWPYFAcjOVKK5S58ycITmkQFgRyK6+4B1\ndmG4fzEFgOZo0+5qY1j/0sJ8lWoBh4qmoyokRWydGclErGPbXntUpcebE6Ja0JI9XAtpdpql\n40yPpRIdTY2dpTmK7AuAIBpMXvNhYsp5AwL5+fAZfywz2pLxAzUNQ0qLQ6GPY1Bi41/U8rPF\n3DIOXLdtd7AgALgjCDOzbWw9nKN43PtmHx1nVkutmF/qjuM0t9enm/7pn3yRG7m4Yxt1W5XS\nYe6e5LZpNuxU+o7MhLkMx+GJtiY5dlAbPBkAaqo7SOfBPGj0jflWMplsbEj0z9NZMuoe2QWA\n5NY3jNotuZfe6Zbx9S/qNR/lz/1196v7aJnVVpNz0a1uGVv3J+Pw5vy5D3Yvu+VvZsuBnAsX\nHnu/ubrWPgO2FZx6k1tG33yIekLBKTd0l289LHhzA5Ovd8vIa4vEUEnwvH/r3jdmOppId4+x\nY07Lc9/PuXChXDIUALiZanh0dsF1j7nHQbltdCxfHDr/+24YZXq86XfzC65d4n5zYOmupiev\nLbzucXd8gpOMtv3xR/lzH3RnduJtzf+7oOiGp9247MRam/93QdGNTx+Z2t6x/L/yZt/tRm0n\nGe1a/T+h87/vHl//ZJmIRN/8de6sn7r/fam2uuhfFxXP+3X3solI9K2Hc2f99KjLsnQsuX2F\nb9Qs9+C03dXcsXxx+Mr/oqoPAKz2mo6/3l9w7RJ3Kkt16oc+0qqmuImZGUm9+gNP1RS3Y1ht\n1ZFliwpveNqdatRta//znaW3LneP7NqdjcntK4KTv5fZycxICP5PdlEMdig7YLA7vl4Jdj0l\njahAJVXyndjiHR0dubm5n36ecUfXY4loW7ormopF7XTKtNt96de7yAVpBg53BN5cyF7fRy/T\ngaeduKkfHEb2bGkfnZ/MD1g5gtZQUvjPTS3nGaKhy3qYpYaEdn7YNkm1NC4Kfm+0PLB5W3qm\nXySiwASSECHZaA4ilsRtalPCBUoSpqkIjioKNkiGh8Q8mqV5LNWURdObEEIW0QxK2lTGFDBk\nnhBJp0wScoopCSMSLqYC5dQnWWnB1E2PJJI4AMgQoTYlMhOoyUBR9IRggp2fL5KEQAl02iRp\n6iVlFuTYEFSauqREu1khiyROwJC6ktSwoDRIKaGUWO0Oiwf9EydStZ/g6WvvjUO0mY7yc6uD\nWR2xA62i7vhGDgYiWI5gbqyVOx3tkqHg2MzSzW06a7VgckhVVUrI9lcjIVEtu7QvoXJjsmvj\nP5KVYbliuM3NVDwd27zHWxp0+oZawLG6jHRD3D8gSDTJIoq3PpUwmp2KYIj7EsxIHYy0bGgZ\nN6t/QzAoUUnZm2ypT2iTiwOiZbBU4kBL47aG8y4I7/KVUaoF9qTsrjX9R/e1tPEOS0V3RVvM\n3Z6hIcaD9cCc/XHY3HXh5UVrJdngln4wrbTv/+b4kn1CaYQZicMpcV90wtSi3YqfA8DhJI1H\n+g1V90LQJJK2vkvxbp8wemi7MFIkkrq8Nma0lH9nfNox2uxY6+76tqZ05TdzNoEgCf7w220y\nbR0zayIjBRQAVh1qG/BWsP9FATpcI6Lyu627xm0Nj7ugkPbVAOC//7lpzId5U24op0V+AHh4\n9YZhO3NmzOknloSIpN73j38WJkpvntf9beeJ1euCseC8y4YCc5geW1m3qyqnuFSUuGMlkulV\nG1PnjgrkBiWq+tpj5MUVNXNGl5SOGkx8clNj7JkVG6676Kw+RUXcMaNt0YMHO0ZVKgDAzXRd\na/uTGz/4xfnflKlIBHFjV2RF06F7zv22m1S2tzXsbWq9ov8QoklEEjY0H6pPRr9dMcZtUn0i\n2tWZGhyXxAG5RBUPNrR3NcYGra33Xj+O5nrSKcuyWSDQ/TESixmGbuUXdL+vUynLtpxAUHUv\nniBETSbM0j7dwbqlOZ5OW/0HfPxG5o5t1G6Wi4e4MQg4B87cyL490mAxZ0x+X3fOp3au7ZOQ\npkZVdcZwIoj7OlsD1fE80SONKD7qJwZ3LKutWsovd5M3N9Pp/e9rg8/tjtpmKr1/nVY5iYhK\nMmlSbpH2PUrZSDdRpZNxK1LrL610S27pRsNOpWwEESTbZnosTps2usvu2dXq29vg7doSmjfH\nPX4Zu+ctYVzAO3MiENoRSSkyUewOMVQChLy8/6NvBkLKluWh6be4rbK7mmPvPZ9z0a3djbQN\nZiQF71E+6ADASUTSe9dkjlubjbuiKx4t/N6Tn5gNgx3KDhjsjq/Xg93m+hUdyfrzK7u/8a/e\n/3zK7Lpk2A/d8p29TxcGKoYXn/dZi39WsDsxKTPWEj8YTTVpUkCTfIrk0ySfLGgAkLbinDPg\nEO9sg4TBdZulLa7bkLYs3kLZTl0fBRwAQLE/FKEmFr0EbMe2DSn0IcjtNTBKl3Wd6GXsALXN\n2q5yJSk6jClai6U5LUwC4JzxkNzlYVJED6UlAzgbpjZyyqtjgxRLlgWtr3LI4Uprsi+IVCSK\n6EiMc2CCaEqMcQCgFCRRl6W0LKU1bySeLjadoM0UiZHywmV1bVdbvNihHgaKKtbrxDE9rbLY\n4pXq82lNW3pAQi60wEuADyGrD8an616fDJZG9bCwrcUeZDlcpDEOjABI1CeYTGGSSKho6SJJ\nEC0NxKQCkdM6dxTb5wD1CKDLcZ07ohHSKLEZiFpXnFliKkgZVyixhCQVQDd9qiCKokjVaJwD\nsXK9DiM2+NS2JDiSVWRR4lBChJjOiWAFwoz4LOZlhiZpISU3rHpzvMFcuY043LLCQioeM/Uk\n+WAPeAU2OCzSOKWEdOmKKkJQo5RQCvpHtdSraMMHWo5QF0s5G6P9BxWpVQUCZczUeTzOHR1k\nDzd0mwnp/2uT83LEiRWe/L7cUxxdsi3n7HL5/P7J9jY7HtHfOMAKHbmvoMp8X0eUmZ7KPGB6\nOwAkE52JFAt7TaB+AmLaEqx91M4lnnxbFRkAsG0mFKbBz5x0C+MxWC/AkCbQBGBqIiV43x5B\nzm2jfQQAaE0l8t6slC42SL5jWda6lsPj3hmhXWxAnmGlk3VtjaXby6CiBrwGA9qYVPp8WEHG\nVNMiJWlrq1uVizYXyjMtWgBRXatuDYxakxIvtXkw3RARP2roc8nGOucb+yCg18QDNcnB03bH\nndF7wasfSpcciA+5eFsXn1IPQWNrZ35bPHR+TQcbVkv8dH8qGHHyJ3sJKZGJAGsPpo1Wdcoe\nwZmyGai9J5FjdZaOPqDxSw4AwAftXtqSN65RMKfs5UZ8dzLH6Swd1yrBjHYiKhvaCYsEzzE9\n4jQVmP3mbsOOSBfI9SyvCYCvjQ82E/mXBECanE+1wFsfRbz15OyumHAR4465+bCHNcmjfW1k\nkAkA/9cQEtp80wqJMC5AJPXZ9S2Dd0njS7zKFUUA8LdN0dwamDA0II3No6pv+Yb64K7kN/oF\n5Rll3LEeXb6hvFm+cGSQVsgA8PSaXYWmdtFZfi4mgTm/35ws1L0XjQ6r/XKo5n/87b3D9hkT\n+3mlaXkA8MS7BydsY8OrctXZFQDw6Pvrx3bkTp48nJZ4AeCBVzaVl+bPmzIcREpE+cHX37/4\n781V/36ePL4MAH77wtqJcT7myjG0wOdwdvvjf50LOeO+czbN93LgL72yddSe9kHXjqWl3ng8\n8uuX1l33XqrfT6dLw4t0x3roD6vmrmzr+9Pz3fLXz626NKacdc04GvYaju2OBXQ/3DDYoeyA\nwe74ej3YHZthp1JmZ46nxC3f2LmksuAbFfndA+031b2h8fwhfc92y5c3LRpaPMVNgRz4U+/9\n+2Vn/Wdx8Cse4X5c3E4SQQXyyROCbpO+NfyWAk8xlfPc253I+hZFJkpB9zUoZuSfwLkcntRz\nQd1KmI5u2ikOPGXGgHGWtiBlSNX/mSi4wZHLbG5ZTiKv6cHOvOtsuQQAgHN/1xsp/yRHCAIA\nT9kGS+rJuJ7uShlxZrUNoFsaEhMkI6gkJa8hamJjipWyNNc9BjicMaaLaSJSECnnul9qTiRK\nJUcVOA3K8ZzCf+6MTIlKkYQnGZRjo7x73kmMBYcBQIjExvgOvBMdpdgKp8Qjt5/lPbymcxhQ\nAoypol0gd9WZBcA5MK5RM1/uqrMLJVt2HJsIqTwx0WKEBS4ooBUoRlhJtCfHCI4scTnsafKI\nzc1d5wJ0ETEpS4cVGk2bhRInku1IYloEXbf9TAWTUkVtk6VouzHIZKpoK4oTExwhnS4itsBF\nKaAe1pT6SHSyqMmyZDNRkjVmO5Zl247tCDbnhDNBcCQqSnae/CFQT5r3B94FYHhhv+nIlHOJ\nU4GJCk1yJnGmOAAOIaIUt0E1nRDYFEwp4N1tdZY5ZoD6okwC2dNuCYU2Ddm2Q1iccSoQh3EK\nwE0eUkhnxBytsyJZ6PBKrUHxAOOEcZFxBqDqTq7Jc2xHkURd4F0STcg0AVSRaYoJQUJlELxU\n8tm2AAC27XAAzjihH/8Jl0WDET8Dv0MDDAIO8VOeEiAp0pRIkpTFGfURqQDkPE5DTMgFIhMW\nB+i+qFwQiCh1d2mZ6rZtOIYOzHIs00oZXAgQQSKyCkwCTxgA0rbpcO6O3GdCgBMPFVVFEePx\nOCEkLy9EraSitxJN51aSO0K63WatVirfIwjUG/CpcZAPpvxzh3DGEh0tqT1N6T2RaKlmWemA\nxwzIkk/QpQIPkTRCFU4VKvgBIG0wYtvMSDIjxZnFkp1AHJGaIlGYEWPMrOmq8XcGcx0ZihwA\nONAZDaZ8+ZoKOd3XmrBWjXKVDgCqeE2eops0QdDEKUH3PZVe0wSmLY60uZU2qSMkZFGRiVek\nqs9KvEOgihAvuOMdgQOAOzQWABjnwB1Ix92tJI2kYhuECoIWcFKdACDUlLPCNq7Fiag4oiIe\nCNPSBPdaDnP2tRwq18ulsEU8lKj+lKkrtk6YA8CZY3eYdo4qC1TktklkT0c6nlNTTMt0rqUY\nY+GbntcC3edkMdih7IDB7vi+5sHuE6KpJkX0euTuixmr2zcTUxlQMtQtLUeXhI8vsrOZCQAi\nlQEgprf/Zcvi74z5fx45CADRVOMfPvjZDef8xi2TRvS9g0unVl7vHpxLmbHtje+MKbtEEhQA\ncJjtcMud9CXZzKKEUiLAqbqP3cnA7TgR/ce+3cknZnYfM70pXfs37+DuEVdOut5oftszYEF3\nmTykN/3NO/AHjDmpaEcyFtH1mB7vMrmethMWS3Knw6ZBjxAQZMlDY5LdntKGJ1KRlBEjxm5V\nP9AmTfQKAc3w+AC8RHVIrsFTjgbE3gfO4U5xtMl1h1u23ZVIpRwODhhgOYVku0LSe4wqtxmD\npDoFrL3pStNOW45hE1vikgOOxETN8RSLaYHnpoWcuJpMKPF86XBMCMWYxhxbNdVceihhqAnH\nz1TQpIAuG0SSREHiumUbRokd6dQFYnoYJw6I43O37E6WttpeiYkO5X3UzhY7YDggM9mm+jCt\n6aCdb4KPM66AMcm/dX+yr2D7HUtxBKHcv29/amSaeSgTVAZF2sFEqowz2aE61YywWt0MxSYQ\nkcsU7Ep55yFzPLA8zjslmhigfViv92WcciYKTCnT9rV0TbDMsCRwVU4WBFbHrFGEiowyAMMn\n7um0B+jgIUBFznLEvV3WcMK8zLE4SWliXczOMakDABpYATGScooJqJSYAtW9QlPCKnQ4UMpl\n0fQKDWkodYjMOBOJpfLWqF1uOT5GqERifqEpDSGR6MCBchAhlbDyOZcAQBD1oFgbo/2YQAnh\ngm37WFMkNYKYqmAropBQlEbb8QMQgTqcUFGM2k4AxAuDgwAAFr1JREFUADglhFqy2NJhDSWE\nCAKo0Ei5rvN8h0mUM1GybUdgoDCiWY7qFZs4iLqeRxkTGPi1Xbbjs5wckcY5obLUkuTFNg+A\nFKCUBvhHcVah2z5CgAAotDNp5etOGIhERTkEGxLxIart0JQpGyb1d9iayDWTiykAAsAd8DgQ\n1G2fQ0IW8wLnokQ5EQXJDwCiKFBKCAFJEhljts0Y47btgJPW+G5L6M9BBAACnIBhg9+wZIer\nDshpXWRcBAAOlAiBy66+WNW6P9gx2KHsgMHu+E6vYPdpn/NULON2yox55RD51Ch1ADDsVHX7\npkEFE0QqAUDaiu9sendk6Qw32EVTjS9tWvS9if+tiB4AiKaaVu1/bvaI29181hQ7sHz7wzee\ns8QtY3r73pZ/jut7qbuhSLJh7cE/zR5x+6c3uqvxPR8UhUMlp12wc33OYPc15F4V+4Vud9Ir\nWNwAywGRAiHUrzjMNuwkAKRiMbNzr+gt4ToB27EgzlJrneDZpk1lS6K2rcS2CeIYyQ5Y3LC5\nYTudBohAOHBCCPH6c4EQkSg2N5JO3GAp3UlZPJ224tyw0+kuZtq2Y4ogiiB4iC1AAQEBAExI\nAbQmuZwGQyaKT9DCUj0IEzy+YgCiJ1uosz1O+uu25TBLliQNYjbJ5yBw07HTScdss5NSIh1z\nHEuUBFk1bebhQFSmCWB71RaHV3EuAgCjSVGujthhw7Y4cxSmqrqsmIpiywCQ1FIpTzKmppNK\nIknjCkmV0a5qp9QGCwAUMItJstbKY8QGBtxhiimbzGACAw7AOREodxgRKAE6VDtkWNpBK1+1\ngSrpHCGhcw24HwSBCMRkkgM8TS0GBDgUsFTUBNGSmZiWgTqCQxgHSkQmCI5oUlOkpkCYygUZ\nuE9OxmjIUBjIAhVhoH14V7o8rss8JXs5G5236YPYIE4EhVgBIT3EW31A72tykTOmcl7hra1O\n9bdsgXLBI1p9vIcOJvtbTOTAuGLlC/FOO59QiXKZCrSfvKfWLnfAtIgRpOk+tLHB6sO4zYHJ\nnI2ZsdxbNNztThjsUHbA+9ihbpSIPuUz858ieoYUfXz2U5P84/rOypQ5npKbJ308EtkjB8/u\ne1kmIBYHBl43/kF65MQrIYRxlpkqUumcAVcedaMClQ5GPgyHvuWWr255oG/OsLP7dZcvfXRP\neXh0pnx1ywMD8kaNKev+qbQVu54YEB49uGCiW/7fvmf65gwfmN99SvrFjXcNLZo8ss8Fbvn8\nBz8ZW3bJsCPjFJ/fcPuoPheNKO0++ft+9csD8kZnTlj/ft3CSRVzM2v+3/d/OHXw9RXh7puP\n/Hnz/RP6z+6b0/2nYn3Nq5WF3wj7un8q9529Tw8tnlIc6P6ZtTUH/jiseEqet/u+ym/sXDK6\n7OLM1GfX3zZ18Hf75Xbf5eStXY+PKbu4wN99P5HN9SsG5I0Kad2356hu31wUqMgcqT3csS3P\n2yfzH7q3ZV1pqDJT2sx0D9N+tRh3aju2FwYqNMm9R4xd37mnT6iKkqN8zuhWYkv9inH9LnO/\nKsT1yM7md8f3u+yoM38W6v+X71oCFd0DzFwT/f7J//pN7Bv/uug3P/9WviocOIHuxJAyYxyY\nVw59erbj/vKEbiVFQXb327G3cup9mduduG9Om5mmnaZEHC15e04deuSBzSzTTvX/12X7AQhU\nVEQv2IylTD3eZad1I9FlJ9PAWBHxyFSVRQ/xygAwQBOJJJCASmSBaEffjQidvo7zU5UInQBF\n9JTlDO3510Xt8RntV/Im9L88Uwa1gkxY+YTyvDFnFX78YwzfHnVnJsYBwJyx9/Qsvz3qzkyq\nA4AJA64oDnw8dnBI0eSeW7l63H2ZVAcA143/1bAeV59cN+HBTKoDgMJAhSx+fJZ5wTceyaQ6\nALjxnCWZVAcA0wZfX+gvz5QhrVAUPv7LUR4eE1Q/vslCUaCi55nxEaXTg+rHP/v2nTF39wll\n/pzB0OJvuqmlG+eMO5mqun1j0vz4rsv72z5ImR/fZjmSrDMdPVM+/f6PaqM7MuVjaxYc7tie\nKZes/m595+5M+dt3v9fQuSdTPr7233pOffK9mxu79mXKbY3vWEc2ZNrGxtq/ZZoRTTUtWf3d\nlNnllowzgUruQCsAEKhEiUCOfCI1dO5Zsvq7/MhvojR07nlk1fxM2RQ70HNqfefuR1bN50dW\n1dS1/+Wt/y9TRpL1f93260wLm2IHXtl8f6ZsSxxeseuJHrtx82NrbsiUhzu2/X7dj3pM3fQ/\n/7wlU9ZEtj753vczZV1058ub7s2UtdEdL310T6bc37rhmXUf3y2lLVHzxo4lPVa1ZdW+5zLl\n9uaVL268K1Nuqnvjzz3avK913d93PJopN9evWLnnfzLlu/tfeGvX45myPVEXTTX2fAk1ka2Z\ncmPt33Y1r8mUu5vfO9i2MVNuqV+xu3ltptxQs2xH46oer3dXz56wfPt/rz/0aqY82P5Rz6l/\n3fbrdYde6bnmwx3bMuXhju3tiVr3sUjl1nhNNN3Uc9mt9W9nyoTRQYngkYPuv7d3P1kb3emR\ng4roBYC4HWU+wVNaGBjYL3/UiOqiGj4iL3fSSN85lfL4ss2+9R19k2J5nlAWokHVOS3PwSB0\nHHgq9vjOkFOxX0On7xg7F56K7RUOs1uitXm+UvcNq1uJtsThspzuGzibTjqaasqE76TZ2RKr\nLg+P+fLbtRw9pkfyvKWZDelWMqCGP8+yMb0tZcaKAhXwxX8rNmV2CVRyR0F82oeH/yoJ6qg+\nF7rlvtb1quTLHFFuT9RSKuYeufSqun2TKMifNbU9UStQMXOd1o6m1R4p2PNem5ajOxa4R+x2\nNK4KagWZ3f4Jhzu2yaInc3B6c91bATWcueRrW8M/glphv9yz3NJmJufcHfUBAG/terx/3qiq\nwu47YyfNTlnQMlOXbf3l8OLzBhV0/6bL/tYNBf4BQa37+9LOpndLgoMyL+G5DT++avRdme9L\neCoWZQcMdseHwa63YLDrLad1sAMA95cnTt837BcKdl8rX+ZUbK/DYIeyA56KRQghhBDKEhjs\nEEIIIYSyBAY7hBBCCKEsgcEOIYQQQihLYLBDCCGEEMoSGOwQQgghhLIEBjuEEEIIoSyBwQ4h\nhBBCKEtgsEMIIYQQyhIY7BBCCCGEsgQGO4QQQgihLIHBDiGEEEIoS2CwQwghhBDKEhjsEEII\nIYSyBAY7hBBCCKEsgcEOIYQQQihLYLBDCCGEEMoSGOwQQgghhLIEBjuEEEIIoSyBwQ4hhBBC\nKEtgsEMIIYQQyhIY7BBCCCGEsgQGO4QQQgihLIHBDiGEEEIoS2CwQwghhBDKEhjsEEIIIYSy\nBAY7hBBCCKEsgcEOIYQQQihLYLBDCCGEEMoSGOwQQgghhLIEBjuEEEIIoSwh9nYDTq4XXnjh\nzTff/JIrYYw5jiMIAqWnZQ62LEuSpN5uxYngnNu2TSkVBKG323IibNsWBIEQ0tsN+cLcPU8I\nEcXT8iPCcRxCyOn7hgWA0/Q9yxjjnJ++b1jO+Ynt+fr6+q+8PQidmNPyU/vzq66urq6u7u1W\nIIQQynIVFRW93QSEAAAI57y323CyGIZhGMaXX8+yZcuWLFly5513Tp8+/cu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- "text/plain": [ - "plot without title" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plotBestModel(target_tybalt_good_training_df,\n", - " dataset = \"TARGET\",\n", - " algorithm = \"Tybalt\",\n", - " output_fig_dir = target_fig_dir) + theme(text = element_text(size = 15))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Part 3B: TARGET - ADAGE" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "metadata": {}, - "outputs": [], - "source": [ - "# Load and process data\n", - "target_adage <- processParamSweepResults(param_file = target_adage_file,\n", - " dataset = \"TARGET\",\n", - " algorithm = \"ADAGE\",\n", - " output_fig_dir = target_fig_dir)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 1) Final Validation Loss (TARGET, ADAGE)\n", - "\n", - "Describe final validation loss for all hyperparameter combinations across number of latent space dimensionality (x axis)." - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "metadata": {}, - "outputs": [ - { - "data": {}, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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2+mj3v27NmtWzdVVdnHR/YbmOmKtXIh2OLFYnZbFPtNKLGYlZIWA7NSzErwxKy3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2GxWMjpgmK/wliWpWlacT9uMpkMBoNiS1mt1pCQEHIZ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\n0aPHxx9/zKjKVVVVVVRUVGpqquvC+fPnv/TSSw6Hg69/5syZL7zwwj333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- "text/plain": [ - "plot without title" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "target_adage$final_val_plot + theme(text = element_text(size = 15))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 2) More Detail of Single Training Curve (GTEx, ADAGE)\n", - "\n", - "Plot more detail of a single `learning rate`, `batch size`, and `sparsity` combination." - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "metadata": {}, - "outputs": [ - { - "data": {}, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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r7H6C7vT55i6S/BoWFY/i5WhTbc5T80bq4KPx/dFBgeI8PzkeT6EPMfcp5a5L6R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\nkEcffXTu3LnXXnutxWJ5+eWXY1w9AAAAAIhURIkdz/Pr1q1TFIUQMnPmzPL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z+eefZ2Rk3HrrrRdccEH/Fs3x6O4EhgaGJTgGAQAAKmJ4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\nGGDDMbEjhHyrYOz7CfnB+s/lhuN9nTchUbz40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ADDQIcMqmvYVErrOJTRNJMA4PGIobAcjjgFgcUYd7RnN2865PFKn33aOqO5IhQ+6iOW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\nZVhipbuxlmX95aw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- "text/plain": [ - "plot without title" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "target_adage$one_model_plot + theme(text = element_text(size = 15))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 3) Determine Optimal Hyperparameters (TARGET, ADAGE)\n", - "\n", - "Extract the optimal hyperparameters for each dimensionality." - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\n", - "
learning_ratebatch_sizeepochsnoisesparsitynum_componentsend_loss
Learn: 5e-0410 100 Noise: 0 0.0 5 0.02985558
Learn: 0.00150 100 Noise: 0.1 0.0 25 0.02429172
Learn: 0.00110 100 Noise: 0 0.0 50 0.02195607
Learn: 5e-0450 100 Noise: 0 0.0 75 0.02206826
Learn: 5e-0425 100 Noise: 0 0.0 100 0.02085419
Learn: 5e-0450 100 Noise: 0.1 0.0 125 0.02070062
\n" - ], - "text/latex": [ - "\\begin{tabular}{r|lllllll}\n", - " learning\\_rate & batch\\_size & epochs & noise & sparsity & num\\_components & end\\_loss\\\\\n", - "\\hline\n", - "\t Learn: 5e-04 & 10 & 100 & Noise: 0 & 0.0 & 5 & 0.02985558 \\\\\n", - "\t Learn: 0.001 & 50 & 100 & Noise: 0.1 & 0.0 & 25 & 0.02429172 \\\\\n", - "\t Learn: 0.001 & 10 & 100 & Noise: 0 & 0.0 & 50 & 0.02195607 \\\\\n", - "\t Learn: 5e-04 & 50 & 100 & Noise: 0 & 0.0 & 75 & 0.02206826 \\\\\n", - "\t Learn: 5e-04 & 25 & 100 & Noise: 0 & 0.0 & 100 & 0.02085419 \\\\\n", - "\t Learn: 5e-04 & 50 & 100 & Noise: 0.1 & 0.0 & 125 & 0.02070062 \\\\\n", - "\\end{tabular}\n" - ], - "text/markdown": [ - "\n", - "learning_rate | batch_size | epochs | noise | sparsity | num_components | end_loss | \n", - "|---|---|---|---|---|---|\n", - "| Learn: 5e-04 | 10 | 100 | Noise: 0 | 0.0 | 5 | 0.02985558 | \n", - "| Learn: 0.001 | 50 | 100 | Noise: 0.1 | 0.0 | 25 | 0.02429172 | \n", - "| Learn: 0.001 | 10 | 100 | Noise: 0 | 0.0 | 50 | 0.02195607 | \n", - "| Learn: 5e-04 | 50 | 100 | Noise: 0 | 0.0 | 75 | 0.02206826 | \n", - "| Learn: 5e-04 | 25 | 100 | Noise: 0 | 0.0 | 100 | 0.02085419 | \n", - "| Learn: 5e-04 | 50 | 100 | Noise: 0.1 | 0.0 | 125 | 0.02070062 | \n", - "\n", - "\n" - ], - "text/plain": [ - " learning_rate batch_size epochs noise sparsity num_components end_loss \n", - "1 Learn: 5e-04 10 100 Noise: 0 0.0 5 0.02985558\n", - "2 Learn: 0.001 50 100 Noise: 0.1 0.0 25 0.02429172\n", - "3 Learn: 0.001 10 100 Noise: 0 0.0 50 0.02195607\n", - "4 Learn: 5e-04 50 100 Noise: 0 0.0 75 0.02206826\n", - "5 Learn: 5e-04 25 100 Noise: 0 0.0 100 0.02085419\n", - "6 Learn: 5e-04 50 100 Noise: 0.1 0.0 125 0.02070062" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "target_adage$all_results$best_params" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 4) Interpretation of Results and Subsetting Parameters\n", - "\n", - "Subset `TARGET` `ADAGE` to single models with stable hyperparameters.\n", - "These parameters will be used in downstream applications sweeping over latent space dimensionality.\n", - "\n", - "We observed that increasing the number of components resulted in changes to optimal hyperparameters.\n", - "All parameter combinations were fairly consistent.\n", - "The `ADAGE` model seemd to be more stable using the TARGET data than `Tybalt`.\n", - "`batch_size` did not seem to impact performance much.\n", - "We only tested `epochs = 100` and `sparsity = 0` because of evidence from previous models.\n", - "All models performed best with slightly higher learning rates.\n", - "For simplicity, all ADAGE models will use the same parameter combination, and this analysis confirmed stable solutions." - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "metadata": {}, - "outputs": [], - "source": [ - "target_adage_good_training_df <- target_adage$all_results$melt_df %>%\n", - " dplyr::filter(sparsity == \"0.0\",\n", - " epochs == 100,\n", - " batch_size == 50,\n", - " noise == \"0.1\",\n", - " learning_rate == \"0.0005\") %>%\n", - " dplyr::mutate(\n", - " num_components =\n", - " factor(num_components,\n", - " levels = sort(as.numeric(paste(unique(num_components)))))\n", - " )" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "metadata": {}, - "outputs": [ - { - "data": {}, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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Ah2Kd+WbXJcN9NVAAAAtB7BLqV/biHB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\nznAAAAAASUVORK5CYII=", - "text/plain": [ - "plot without title" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plotBestModel(target_adage_good_training_df,\n", - " dataset = \"TARGET\",\n", - " algorithm = \"ADAGE\",\n", - " output_fig_dir = target_fig_dir) + theme(text = element_text(size = 15))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Part 4: Creating Supplementary Figure Describing Z Dimension Sweep" - ] - }, - { - "cell_type": "code", - "execution_count": 44, - "metadata": {}, - "outputs": [], - "source": [ - "adage_unconverge_label <- cowplot::ggdraw() + cowplot::draw_label(label = 'DAE (all params)',\n", - " hjust = 0.7, vjust = 0.4)\n", - "adage_label <- cowplot::ggdraw() + cowplot::draw_label(label = 'DAE ', hjust = 1, vjust = 0.4)\n", - "tybalt_label <- cowplot::ggdraw() + cowplot::draw_label(label = 'VAE', hjust = 1, vjust = 0.4)\n", - "gtex_label <- cowplot::ggdraw() + cowplot::draw_label(label = 'GTEX', angle = 90, hjust = 0.8, vjust = 0)\n", - "tcga_label <- cowplot::ggdraw() + cowplot::draw_label(label = 'TCGA', angle = 90, hjust = 0.8, vjust = 0)\n", - "target_label <- cowplot::ggdraw() + cowplot::draw_label(label = 'TARGET', angle = 90, hjust = 0.5, vjust = 16)\n", - "\n", - "alg_main <- cowplot::plot_grid(adage_unconverge_label, adage_label, tybalt_label, ncol = 3)\n", - "dataset_main <- cowplot::plot_grid(gtex_label, tcga_label, cowplot::ggdraw(), nrow = 3)\n", - "\n", - "main_plot <- (\n", - " cowplot::plot_grid(\n", - " gtex_adage$final_val_plot + ggtitle('') + xlab('') +\n", - " theme(plot.margin = margin(t = 0, r = 0, b = 0, l = 0)),\n", - " gtex_adage_converge + ggtitle('') + xlab('') + ylab('') +\n", - " theme(plot.margin = margin(t = 0, r = 0, b = 0, l = 0)),\n", - " gtex_tybalt$final_val_plot + ggtitle('') + ylab('') + xlab('') +\n", - " theme(plot.margin = margin(t = 0, r = 0, b = 0, l = 0)),\n", - " tcga_adage$final_val_plot + ggtitle('') +\n", - " theme(plot.margin = margin(t = 0, r = 0, b = 0, l = 0)),\n", - " tcga_adage_converge + ggtitle('') + xlab('') + ylab('') +\n", - " theme(plot.margin = margin(t = 0, r = 0, b = 0, l = 0)),\n", - " tcga_tybalt$final_val_plot + ggtitle('') + ylab('') + xlab('') +\n", - " theme(plot.margin = margin(t = 0, r = 0, b = 0, l = 0)),\n", - " target_label,\n", - " target_adage$final_val_plot + ggtitle('') +\n", - " theme(plot.margin = margin(t = 0, r = 0, b = 0, l = 0)),\n", - " target_tybalt$final_val_plot + ggtitle('') + ylab('') +\n", - " theme(plot.margin = margin(t = 0, r = 0, b = 0, l = 0)),\n", - " labels = c(\"a\", \"b\", \"c\", \"d\", \"e\", \"f\", \"\", \"g\", \"h\"),\n", - " ncol = 3,\n", - " nrow = 3\n", - " )\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 45, - "metadata": {}, - "outputs": [], - "source": [ - "main_with_alg <- cowplot::plot_grid(alg_main, main_plot, nrow = 2,\n", - " rel_heights = c(0.04, 1))" - ] - }, - { - "cell_type": "code", - "execution_count": 46, - "metadata": {}, - "outputs": [ - { - "data": {}, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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xkfbCZGJykxycrKUncdvV+8z54mqFQq3XX07q8a+yQuO/u97jolJRq2HWPy6NFj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\nigpu05hooBKXoAyOzD8mQcvyzSTbcJXN0Tb91JXT3esU0fhL/2a0N9+2/ac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6MXYfO4aZVzVyq1bXyt7evtkbvLy8oJLvjsXkfRqDs/yv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\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NS0aVMAOH78uEAgGDx4cEZGRqtWrWxsbFJSUpydnVNSUhwcHKo3o3oaOZS+jqqO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", - "text/plain": [ - "plot without title" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "full_plot <- cowplot::plot_grid(dataset_main, main_with_alg, rel_widths = c(0.04, 1))\n", - "full_plot" - ] - }, - { - "cell_type": "code", - "execution_count": 47, - "metadata": {}, - "outputs": [], - "source": [ - "for(extension in c('.png', '.pdf')) {\n", - " sup_file <- paste0(\"z_dimension_sweep_summary\", extension)\n", - " sup_file <- file.path(\"figures\", sup_file)\n", - " cowplot::save_plot(filename = sup_file,\n", - " plot = full_plot,\n", - " base_height = 9.5,\n", - " base_width = 16.5)\n", - "}" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "R [conda env:biobombe]", - "language": "R", - "name": "conda-env-biobombe-r" - }, - "language_info": { - "codemirror_mode": "r", - "file_extension": ".r", - "mimetype": "text/x-r-source", - "name": "R", - "pygments_lexer": "r", - "version": "3.4.1" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -}